MT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MT MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MT-RNR1 MT-RNR2 MT-TA MT-TC MT-TD MT-TE MT-TF MT-TG MT-TH MT-TI MT-TK MT-TL1 MT-TL2 MT-TM MT-TN MT-TP MT-TQ MT-TR MT-TS1 MT-TS2 MT-TT MT-TV MT-TW MT-TY chr10p11 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr10p11 ABCD1P2 ACTR3BP5 AK3P5 ANKRD30A ARHGAP12 ARL6IP1P2 ATP6V1G1P4 C1DP1 CCDC7 CCND3P1 CCNY CCNY-AS1 CCNYL4 CHEK2P5 CICP9 CKS1BP2 CREM CUL2 DDX10P1 DNM1P17 EEF1A1P39 EIF3LP3 ELOBP4 ENSG00000274458 ENSG00000285630 ENSG00000289386 ENSG00000289616 EPC1 EPC1-AS1 EPC1-AS2 FXYD6P2 FZD8 GJD4 GOLGA2P6 HMGB1P7 HNRNPA1P32 HSD17B7P2 IATPR ITGB1 ITGB1-DT JCAD KIF5B LINC00838 LINC00993 LINC02628 LINC02629 LINC02630 LINC02634 LINC02635 LINC02644 LINC02664 LYZL2 MACORIS MAP3K8 MIR3611 MIR4683 MIR604 MIR7162 MIR938 MKNK2P1 MTND1P18 MTND4LP11 MTND4P18 MTND5P17 MTPAP NAMPTP1 NIFKP1 NRP1 PABPC1P12 PARD3 PARD3-DT PCAT5 PLD5P1 PPIAP31 PRDX2P2 PTCHD3P1 RN7SL241P RN7SL314P RN7SL398P RN7SL63P RN7SL825P RN7SL847P RNA5SP309 RNU6-1118P RNU6-1167P RNU6-1244P RNU6-193P RNU6-598P RNU6-794P RNU6-795P RNU6-811P RNU6-847P RNU6-908P RNU7-22P RNU7-77P RPL23P11 RPL34P19 RPL37P18 RPL7AP53 RPL7P37 RPS12P16 RPS24P13 RPS4XP11 SEPTIN7P9 SLC9B1P3 SPTLC1P1 SS18L2P1 SVIL SVIL-AS1 SVIL2P TACC1P1 TLK2P2 TMEM161BP1 VN1R53P ZEB1 ZEB1-AS1 ZEBTR ZNF248 ZNF248-AS1 ZNF25 ZNF25-DT ZNF33A ZNF33BP1 ZNF33CP ZNF37A ZNF37CP ZNF438 chr10p12 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr10p12 ABI1 ACBD5 ADIPOR1P1 AIFM1P1 AMD1P1 ANKRD26 APBB1IP ARHGAP21 ARL5B ARMC3 BAMBI BMI1 C10orf67 C10orf67-AS1 CACNB2 COMMD3 COMMD3-BMI1 DNAJC1 EBLN1 EIF4BP2 ENKUR ENSG00000223027 ENSG00000233968 ENSG00000285254 ENSG00000285852 FAM210CP FAM238A FAM238B FAM238C GAD2 GPN3P1 GPR158 GPR158-AS1 HACD1 HIRAP1 HMGN1P20 HNRNPRP1 HSPA8P3 KIAA1217 LINC00836 LINC00837 LINC01516 LINC01517 LINC02643 LINC02652 LINC02673 LINC02680 LINC03028 LOC124902595 LOC124902596 LRRC37A6P LUZP4P1 LYZL1 MALRD1 MASTL MIR1915 MIR1915HG MIR4675 MIR511 MIR603 MIR8086 MKX MKX-AS1 MLLT10 MPP7 MPP7-DT MRC1 MRM3P1 MRPS21P5 MSRB2 MTND1P21 MTND1P37 MTND2P16 MYO3A NEBL NEBL-AS1 NPM1P30 NSUN6 NUP35P1 ODAD2 ODAD2P1 OTUD1 PDSS1 PIP4K2A PLXDC2 PRPF38AP2 PRTFDC1 PSME2P6 PTCHD3 PTF1A RAB18 RN7SKP132 RN7SKP219 RN7SKP220 RN7SKP241 RN7SKP37 RN7SKP39 RNA5SP303 RNA5SP304 RNA5SP305 RNA5SP306 RNA5SP307 RNA5SP308 RNU2-24P RNU4ATAC6P RNU6-1067P RNU6-1141P RNU6-1212P RNU6-15P RNU6-270P RNU6-306P RNU6-413P RNU6-452P RNU6-490P RNU6-632P RNU6-666P RNU6-946P RNU7-12P RPL21P93 RPL31P45 RPL36AP55 RPSAP10 SELENOOLP SKIDA1 SLC39A12 SLC39A12-AS1 SPAG6 ST8SIA6 ST8SIA6-AS1 STAM STAM-DT THNSL1 TMEM236 TPRKBP1 TRIAP1P1 UBE2V2P1 WAC WAC-AS1 YME1L1 YWHAZP3 ZNF101P1 chr10p13 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr10p13 ACBD7 BEND7 BEND7-DT BTBD7P1 C1QL3 CAMK1D CCDC3 CDNF CUBN DCLRE1C DCLRE1CP1 ENSG00000236495 ENSG00000286958 FAM107B FAM171A1 FRMD4A FRMD4A-AS1 FTLP19 GAPDHP45 HSPA14 ITGA8 LINC02654 MCM10 MEIG1 MINDY3 MIR1265 MIR4293 MIR4480 MIR4481 MIR548Q MSANTD7 NMT2 NUTF2P5 OLAH OPTN OR7E110P OR7E115P OR7E26P PHYH PPIAP30 PRPF18 PTER RBISP1 RN7SL198P RNA5SP300 RNA5SP301 RNA5SP302 RNU2-18P RNU6-1075P RNU6-6P RNU6ATAC39P RPL36AP36 RPL5P25 RPL6P24 RPP38 RPP38-DT RPSAP7 RSU1 SEPHS1 SNRPGP5 SUV39H2 SUV39H2-DT TRDMT1 UCMA VIM VIM-AS1 chr10p14 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr10p14 ATP5F1C CDC123 CELF2 CELF2-AS1 CELF2-AS2 CELF2-DT CHCHD3P1 COX6CP17 CUX2P1 DHTKD1 ECHDC3 ELOCP3 ENSG00000287277 GATA3 GATA3-AS1 HSP90AB7P ITIH2 ITIH5 KIN KRT8P37 LINC00706 LINC00707 LINC00708 LINC00709 LINC00710 LINC02642 LINC02648 LINC02663 LINC02665 LINC02670 LINC02676 LINP1 MIR548AK NUDT5 ORMDL1P1 PROSER2 PROSER2-AS1 PRPF38AP1 RNA5SP299 RNU6-1095P RNU6-535P RNU6-88P SEC61A2 SFMBT2 SFTA1P TAF3 UPF2 USP6NL USP6NL-AS1 chr10p15 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr10p15 ADARB2 ADARB2-AS1 AKR1C1 AKR1C2 AKR1C3 AKR1C4 AKR1C5P AKR1C6P AKR1C7P AKR1C8 AKR1E2 ANKRD16 ARL4AP3 ASB13 CALML3 CALML3-AS1 CALML5 DDX20P1 DIP2C DIP2C-AS1 ENSG00000225140 ENSG00000227101 ENSG00000251922 ENSG00000287235 ENSG00000287560 ENSG00000288657 FBH1 GDI2 GTPBP4 IDI1 IDI2 IDI2-AS1 IL15RA IL2RA IL9RP2 KLF6 LARP4B LARP4B-DT LASTR LINC00200 LINC00700 LINC00701 LINC00702 LINC00703 LINC00705 LINC02561 LINC02639 LINC02645 LINC02649 LINC02656 LINC02660 LINC02662 LINC02668 LINC02669 LOC124900291 MANCR MIR3155A MIR3155B MIR5699 MIR6072 MIR6078 NET1 NRBF2P5 PFKFB3 PFKP PFKP-DT PITRM1 PITRM1-AS1 PRKCQ PRKCQ-AS1 RBM17 RN7SKP78 RN7SL445P RN7SL754P RNA5SP297 RNA5SP298 RNU6-163P RNU6-576P RNU6-889P RPL12P28 RPL26P28 RPL32P23 SDCBPP1 TASOR2 TUBAL3 TUBB8 UCN3 WDR37 ZMYND11 chr10q11 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr10q11 A1CF AGAP10P AGAP12P AGAP13P AGAP14P AGAP4 AGAP6 AGAP7P AGAP9 ALOX5 ANKRD30BP3 ANKRD54P1 ANTXRL ANTXRLP1 ANXA8 ANXA8L1 ARHGAP22 ARHGAP22-IT1 ASAH2 ASAH2B BEND3P1 BMS1 BMS1P1 BMS1P2 BMS1P7 C10orf53 C10orf71 C10orf71-AS1 CAP1P2 CCNYL2 CEP164P1 CHAT COX7BP6 CSGALNACT2 CSGALNACT2-DT CTSLP2 CTSLP3 CTSLP4 CUBNP1 CUBNP2 CUBNP3 CXCL12 DEPP1 DRGX DUSP8P1 DUXAP3 DUXAP4 DYNC1I2P1 EIF2AP4 EIF3LP2 ELOCP30 ENSG00000223502 ENSG00000285884 ENSG00000291065 ERCC6 FAM170B FAM170B-AS1 FAM21EP FAM21FP FAM245B FAM25BP FAM25C FAM25EP FAM25G FRMPD2 FRMPD2B FXYD4 FXYD6P1 GDF10 GDF2 GLUD1P2 GPRIN2 HMGB1P50 HNRNPA1P33 HNRNPA3P1 HNRNPF IGKV1OR10-1 KSR1P1 LINC00839 LINC00840 LINC00841 LINC00842 LINC01264 LINC01518 LINC02623 LINC02632 LINC02633 LINC02637 LINC02658 LINC02659 LINC02675 LINC02881 LINC02916 LINC03089 LOC102724323 LRRC18 MAPK6P6 MAPK8 MARCHF8 MIR3156-1 MIR4294 MIR5100 MIX23P2 MSMB NCOA4 NPY4R NPY4R2 NUTM2HP OGDHL OR13A1 OR6D1P PABPC1P8 PARG PARGP1 PGGT1BP1 PRKG1 PTPN20 PTPN20CP RASGEF1A RASSF4 RBP3 RET RHEBP1 RHEBP2 RN7SL248P RN7SL453P RNA5SP310 RNA5SP311 RNA5SP312 RNA5SP315 RNA5SP317 RNU6-1170P RNU6-1207P RNU6-885P RNU6ATAC11P RNU7-107P RNU7-193P RPL13AP19 RPL21P88 RPL21P89 RPL23AP61 RPL35AP23 RPL35AP24 RPL9P21 RPS19P7 RPS6P14 RSU1P1 RSU1P2 SGMS1 SGMS1-AS1 SHLD2P1 SHLD2P3 SHQ1P1 SLC18A3 SLC9A3P1 SLC9A3P3 SNORA74C-1 SNORA74C-2 SNORD3J SPRING1P1 SYT15 SYT15-AS1 SYT15B TIMM23 TIMM23B TIMM23B-AGAP6 TMEM273 TMEM72 TMEM72-AS1 UQCRHP3 VN1R54P VSTM4 WASHC2A WASHC2C WDFY4 ZFAND4 ZNF22 ZNF22-AS1 ZNF239 ZNF32 ZNF32-AS1 ZNF32-AS2 ZNF32-AS3 ZNF33B ZNF37BP ZNF485 ZNF487 ZNF488 chr10q21 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr10q21 ADO AKR1B10P1 ALDH7A1P4 ANK3 ANK3-DT ANXA2P3 ARID5B ARL4AP1 ATOH7 BICC1 CABCOCO1 CCAR1 CCDC6 CDK1 CISD1 COX20P1 CSTF2T CTNNA3 CYP2C61P DBF4P1 DKK1 DNA2 DNAJC12 DNAJC19P1 EGR2 ENSG00000224301 ENSG00000228566 ENSG00000234173 ENSG00000238707 ENSG00000287016 ENSG00000288011 ENSG00000289989 FAM133CP FAM13C GAPDHP21 HERC4 HNRNPH3 IPMK JMJD1C JMJD1C-AS1 KRT19P4 LINC00844 LINC00845 LINC01515 LINC01553 LINC02621 LINC02625 LINC02640 LINC02671 LINC02672 LINC02929 LNCAROD LRRTM3 MBL2 MIR1296 MIR3924 MIR548F1 MIR605 MIR7151 MRLN MRPL35P2 MRPL50P4 MRPS35P3 MYL6P3 MYPN NEFMP1 NEK4P3 NRBF2 PBLD PCDH15 PHYHIPL POU5F1P5 PRELID1P3 PRKG1-AS1 REEP3 RHOBTB1 RN7SKP196 RN7SKP202 RN7SL220P RN7SL394P RN7SL591P RNA5SP318 RNA5SP319 RNU2-72P RNU6-1250P RNU6-523P RNU6-543P RNU6-687P RPL12P8 RPL17P35 RPL21P92 RPL26P27 RPL26P29 RPL31P44 RPL7AP50 RPL7AP51 RPLP1P10 RPS3AP37 RPS3AP38 RSU1P3 RTKN2 RUFY2 SIRT1 SLC16A9 SLC25A16 SNORD98 SNRPEP8 TATDN1P1 TET1 TFAM THAP12P3 TMEM14DP TMEM26 TMEM26-AS1 TPT1P10 TRAF6P1 UBE2D1 ZNF365 ZWINT chr10q22 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr10q22 ACTBP14 ADAMTS14 ADK AGAP5 AIFM2 ANAPC16 ANXA11 ANXA7 AP3M1 ASCC1 ATP5MC1P7 ATP5MC1P8 BEND3P3 BMS1P21 BMS1P4 BMS1P4-AGAP5 C10orf105 C10orf55 C1DP2 C1DP3 C1DP4 CALM2P2 CAMK2G CAMK2G-AS1 CDH23 CDH23-AS1 CEP57L1P1 CFAP70 CHCHD1 CHST3 COL13A1 COMTD1 COX6CP15 COX7CP4 CTSLP6 DDIT4 DDX21 DDX50 DLG5 DLG5-AS1 DNAJB12 DNAJC9 DNAJC9-AS1 DPY19L2P5 DUSP13 DUSP29 DUSP8P5 ECD EIF4A2P2 EIF4EBP2 EIF5AL1 EIF5AP4 ENSG00000200294 ENSG00000229261 ENSG00000235705 ENSG00000236154 ENSG00000272447 ENSG00000289362 FAM149B1 FAM241B FAM32CP FUT11 GLUD1P3 GNAI2P2 H2AZP5 HK1 HKDC1 HMGA1P5 HMGN2P34 IMPDH1P5 KAT6B KCNMA1 KCNMA1-AS1 KCNMA1-AS2 KCNMA1-AS3 KIFBP LINC00595 LINC00857 LINC02622 LINC02636 LINC02651 LINC02679 LRMDA LRRC20 MACROH2A2 MAT1A MBL1P MBL3P MCU MED28P1 MICU1 MIR4676 MIR606 MIR7152 MRPL35P3 MRPS16 MSS51 MTATP6P23 MTCO1P23 MTCO2P23 MTND1P20 MTND2P15 MYOZ1 NDST2 NDUFA8P1 NEUROG3 NODAL NPAP1P2 NPFFR1 NPM1P24 NUDT13 NUTM2B NUTM2B-AS1 NUTM2E OIT3 P4HA1 PALD1 PCBD1 PGGT1BP2 PLA2G12B PLAC9 PLAU POLR3A POLR3DP1 PPA1 PPIAP13 PPIF PPP3CB PPP3CB-AS1 PRF1 PSAP RAB5CP1 RN7SL284P RN7SL518P RN7SL840P RNA5SP320 RNA5SP321 RNU6-1266P RNU6-571P RNU6-673P RNU6-697P RNU6-805P RNU6-833P RNU6-883P RNU7-38P RPL15P14 RPL17P50 RPL22P18 RPL26P6 RPL39P25 RPL5P26 RPS12P17 RPS12P18 RPS12P2 RPS15AP28 RPS24 RPS25P9 RPS26P40 RPS26P41 RPS26P42 RPSAP6 SAMD8 SAR1A SEC24C SFTPA1 SFTPA2 SFTPA3P SFTPD SFTPD-AS1 SGPL1 SLC29A3 SNORA11F SNORA71 SNX19P4 SPA17P1 SPOCK2 SRGN STOX1 SUPV3L1 SYNPO2L SYNPO2L-AS1 TACR2 TBATA TIMM9P1 TMEM254 TMEM254-AS1 TMEM256P1 TPRX1P1 TSPAN15 TYSND1 UNC5B UNC5B-AS1 USP54 VCL VDAC2 VPS26A VSIR YY1P1 ZCCHC24 ZMIZ1 ZMIZ1-AS1 ZNF503 ZNF503-AS1 ZNF503-AS2 ZNF519P1 ZNRF2P3 ZSWIM8 ZSWIM8-AS1 chr10q23 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr10q23 ACSM6 ACTA2 ACTA2-AS1 ADIRF ADIRF-AS1 AGAP11 ANKRD1 ANKRD22 ATAD1 BMPR1A BMS1P3 BTAF1 CACYBPP1 CCSER2 CDHR1 CEP55 CERNA2 CFL1P1 CH25H CPEB3 CTBP2P2 CTSLP1 CYP26A1 CYP26C1 CYP26C1-DT CYP2C18 CYP2C19 CYP2C58P CYP2C59P CYP2C60P CYP2C8 CYP2C9 DDX18P6 DYDC1 DYDC2 EIF2S2P3 EIF4A1P8 ENSG00000224504 ENSG00000287057 EXOC6 FAF2P1 FAM245A FAM25A FARSBP1 FAS FFAR4 FGFBP3 FRA10AC1 GAPDHP28 GHITM GLUD1 GPR15LG GRID1 GRID1-AS1 HDAC1P1 HECTD2 HELLS HHEX HMGN2P8 HTR7 IDE IFIT1 IFIT1B IFIT2 IFIT3 IFIT5 IFIT6P KIF11 KIF20B KLLN KRT8P38 LDB3 LGI1 LINC00502 LINC00858 LINC00863 LINC00865 LINC01374 LINC01375 LINC01519 LINC01520 LINC02647 LINC02650 LINC02653 LINC02655 LIPA LIPF LIPJ LIPK LIPM LIPN LOC124900295 LRIT1 LRIT2 MARCHF5 MARK2P15 MARK2P16 MARK2P9 MED6P1 MINPP1 MIR107 MIR346 MIR4678 MIR4679-1 MIR4679-2 MMRN2 MTND4P19 MTND4P20 MTND5P42 MYOF NAPGP1 NHP2P1 NIP7P1 NOC3L NPAP1P3 NRG3 NRG3-AS1 NUDT9P1 NUTM2A NUTM2A-AS1 NUTM2D OPN4 PANK1 PANK1-AS1 PAPSS2 PAWRP1 PCGF5 PDE6C PDLIM1 PIPSL PLCE1 PLCE1-AS1 PLCE1-AS2 PPP1R3C PRXL2A PTCD2P2 PTEN RAB11AP1 RBP4 RCBTB2P1 RGR RN7SKP143 RN7SKP238 RN7SL644P RN7SL733P RN7SL78P RNA5SP322 RNA5SP323 RNLS RNU1-19P RNU1-65P RNU6-129P RNU6-325P RNU6-441P RNU6-478P RNU6-529P RNU6-657P RNU6-740P RNU6-780P RNY3P12 RPA2P2 RPAP2P1 RPL11P3 RPL11P4 RPL12P29 RPL17P34 RPL7AP52 RPL7AP8 RPL7P34 RPP30 RPS26P38 RPS27P1 RPS3AP5 RPS7P9 SDHCP2 SH2D4B SHLD2 SLC16A12 SLC16A12-AS1 SLC35G1 SNCG SNRPD2P1 SRP9P1 STAMBPL1 TBC1D12 TNKS2 TNKS2-DT TNPO1P1 TSPAN14 TSPAN14-AS1 WAPL WAPL-DT WARS2P1 XRCC6P1 chr10q24 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr10q24 ABCC2 ACTR1A ALDH18A1 ANKRD2 ARHGAP19 ARHGAP19-SLIT1 ARL3 ARL5AP2 ARMH3 AS3MT ATP5MK AVPI1 BLNK BLOC1S2 BORCS7 BORCS7-ASMT BTRC C10orf62 C10orf95 C10orf95-AS1 CALHM1 CALHM2 CALHM3 CC2D2B CCNJ CHUK CHUK-DT CNNM1 CNNM2 COX15 CPN1 CRTAC1 CUEDC2 CUTC CWF19L1 CYP17A1 CYP2C23P DNMBP DNMBP-AS1 DNTT DPCD EBAG9P1 ELOVL3 ENSG00000286575 ENSG00000286683 ENSG00000289441 ENTPD1 ENTPD1-AS1 ENTPD7 ERLIN1 EXOSC1 FBXL15 FBXW4 FGF8 FRAT1 FRAT2 GBF1 GOLGA7B GOLGA7B-DT GOT1 GOT1-DT HIF1AN HMGN2P35 HOGA1 HPS1 HPS1-AS1 HPS6 HPSE2 INA KAZALD1 KCNIP2 KCNIP2-AS1 LBX1 LBX1-AS1 LCOR LDB1 LINC01475 LINC01514 LINC02681 LINC03046 LOXL4 LZTS2 MARCKSL1P1 MARVELD1 MFSD13A MIR1287 MIR1307 MIR146B MIR3157 MIR3158-1 MIR3158-2 MIR4685 MIR607 MIR608 MIR6507 MMS19 MORN4 MRPL43 NANOGP6 NDUFB8 NEURL1 NEURL1-AS1 NFKB2 NKX2-3 NOLC1 NPM1P25 NPM1P26 NPM3 NT5C2 OGA OLMALINC OPALIN PAX2 PCGF6 PDCD11 PDZD7 PFN1P11 PGAM1 PHB1P9 PI4K2A PIK3AP1 PITX3 PKD2L1 POLL PPRC1 PSD PTGES3P4 PYROXD2 R3HCC1L RN7SL524P RNA5SP324 RNU11-3P RNU2-43P RNU2-59P RNU6-1165P RNU6-1231P RNU6-1274P RNU6-271P RNU6-422P RNU6-43P RPEL1 RPL12P27 RPL13AP5 RPL21P90 RPL22P17 RPL23AP58 RPL34P20 RPL7P36 RPS15AP29 RPS2P36 RPS3AP36 RRP12 SCD SEC31B SEMA4G SFRP5 SFXN2 SFXN3 SH3PXD2A SH3PXD2A-AS1 SLC25A28 SLC25A28-DT SLF2 SLIT1 SLIT1-AS1 SLK SMARCE1P7 SNORA12 SORBS1 SPCS2P2 ST13P13 STN1 SUFU TAF5 TCTN3 TLL2 TLX1 TLX1NB TM9SF3 TPM4P1 TRIM8 TRIM8-DT TWNK UBTD1 WBP1L WNT8B ZDHHC16 ZFYVE27 ZNF518A chr10q25 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr10q25 ABLIM1 ACSL5 ADD3 ADD3-AS1 ADRA2A ADRB1 AFAP1L2 ATRNL1 AURKAP2 BBIP1 BTBD7P2 BTF3P15 C10orf82 CASP7 CCDC172 CCDC186 CFAP43 CFAP58 CFAP58-DT COL17A1 DCLRE1A DUSP5 DUSP5-DT ENO4 ENSG00000212589 ENSG00000228484 ENSG00000237761 ENSG00000260917 ENSG00000285587 ENSG00000286289 ENSG00000287047 FHIP2A GFRA1 GPAM GSTO1 GSTO2 GUCY2GP HABP2 HMGB3P5 HMGB3P8 HSPA12A HSPA12A-AS1 ITPRIP ITPRIP-AS1 KCNK18 LINC01435 LINC02620 LINC02624 LINC02626 LINC02627 LINC02661 LINC02935 MAPKAPK5P1 MIR2110 MIR3663 MIR3663HG MIR4295 MIR4482 MIR4483 MIR4680 MIR548E MIR609 MIR6715A MIR6715B MIR936 MXI1 NHLRC2 NRAP NTAN1P1 PDCD4 PDCD4-AS1 PHB2P1 PLEKHS1 PNLIP PNLIPP1 PNLIPRP1 PNLIPRP2 PNLIPRP3 PPIAP19 PPIAP38 PPIAP39 PTGES3P5 RBM20 RN7SKP278 RN7SKP288 RN7SL384P RNA5SP325 RNA5SP326 RNA5SP327 RNU4-5P RNU5B-6P RNU6-1090P RNU6-1121P RNU6-463P RNU6-709P RNU6-839P RNU7-165P RPL12P26 RPL13AP6 RPL15P13 RPL21P91 RPL23AP59 RPL5P27 RPL7P35 RPS15AP30 RPS6P15 SFR1 SHOC2 SHTN1 SLC18A2 SLC18A2-AS1 SMC3 SMNDC1 SNRPGP12 SNRPGP6 SORCS1 SORCS3 SORCS3-AS1 TAF9BP2 TCF7L2 TDRD1 TECTB TRUB1 UBE2V1P5 VAX1 VTI1A VWA2 XIAPP1 XPNPEP1 YWHAZP5 ZDHHC6 chr10q26 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr10q26 ABRAXAS2 ACADSB ADAM12 ADAM8 ADGRA1 ADGRA1-AS1 AGGF1P2 ALDOAP2 ARMS2 ATE1 ATE1OSP BAG3 BANF1P2 BCCIP BNIP3 BTBD16 BUB1P1 BUB3 C10orf120 C10orf143 C10orf88 C10orf88B C10orf90 CACUL1 CALY CASC2 CFAP46 CHST15 CLRN3 CLUHP5 CPXM2 CTAGE7P CTBP2 CUZD1 CYP2E1 DENND10 DHX32 DMBT1 DMBT1L1 DOCK1 DPYSL4 DUX4L10 DUX4L11 DUX4L12 DUX4L13 DUX4L14 DUX4L15 DUX4L20 DUX4L21 DUX4L22 DUX4L23 DUX4L24 DUX4L25 DUX4L28 DUX4L29 EBF3 EBF3-AS1 ECHS1 EDRF1 EDRF1-AS1 EDRF1-DT EEF1AKMT2 EIF3A EMX2 EMX2OS ENSG00000199321 ENSG00000222588 ENSG00000228021 ENSG00000287326 ENSG00000289400 FAM204A FAM24A FAM24B FAM53B FAM53B-AS1 FANK1 FANK1-AS1 FGFR2 FOXI2 FRG2B FUOM GLRX3 GNG10P1 GPR26 GRK5 GRK5-IT1 HMX2 HMX3 HTRA1 IKZF5 INPP5A INPP5F INSYN2A JAKMIP3 JAKMIP3-AS1 KNDC1 LDHAP5 LHPP LINC00601 LINC00867 LINC01153 LINC01163 LINC01164 LINC01165 LINC01166 LINC01167 LINC01168 LINC01561 LINC02641 LINC02646 LINC02666 LINC02667 LINC02674 LINC02870 LINC02930 LINC02944 LINC03036 LINC03068 LRRC27 MCMBP MGMT MIR202 MIR202HG MIR378C MIR3941 MIR3944 MIR4296 MIR4297 MIR4484 MIR4681 MIR4682 MKI67 MMP21 MRPS21P6 MTG1 NACAP2 NANOS1 NKX1-2 NKX6-2 NPM1P31 NPS NSMCE4A OAT OR6L1P OR6L2P OR7M1P PAOX PDZD8 PHACTR2P1 PLEKHA1 PLPP4 PPIAP32 PPP2R2D PRAP1 PRDX3 PRLHR PSTK PTPRE PWWP2B RAB11FIP2 RAD1P1 RARRES2P2 RGS10 RN7SKP167 RN7SL749P RN7SL846P RNA5SP328 RNU2-42P RNU6-728P RPL17P36 RPL19P16 RPL21P16 RPL23AP60 RPL5P28 RPS10P18 RPS15AP5 RPS26P39 RPS27P18 RPS8P4 SAR1AP2 SCART1 SEC23IP SFXN4 SLC25A18P1 SNORA19 SPADH SPRN STK32C SYCE1 TACC2 TCERG1L TCERG1L-AS1 TEX36 TEX36-AS1 TIAL1 TOMM22P5 TUBGCP2 TXNP1 UROS UTF1 VENTX WDR11 WDR11-DT YBX2P1 ZNF511 ZNF511-PRAP1 ZRANB1 chr11p11 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr11p11 ACCS ACCSL ACP2 AGBL2 ALKBH3 ALKBH3-AS1 ALX4 AMBRA1 ANKRD33BP2 ANKRD33BP3 ANKRD33BP5 ARFGAP2 ARHGAP1 ATG13 C11orf96 C1QTNF4 CBX3P8 CD82 CD82-AS1 CELF1 CHRM4 CHST1 CKAP5 CREB3L1 CRY2 CSTPP1 CTBP2P6 DDB2 DGKZ ENSG00000252427 ENSG00000254514 ENSG00000254519 ENSG00000254746 ENSG00000255314 EXT2 F2 FAM180B FBLIM1P2 FNBP4 FOLH1 FREY1 GRM5P1 GTF2IP11 HARBI1 HSD17B12 KBTBD4 LARGE2 LINC02489 LINC02685 LINC02687 LINC02690 LINC02696 LINC02704 LINC02710 LINC02716 LINC02750 LRP4 LRP4-AS1 MADD MADD-AS1 MAPK8IP1 MDK MIR129-2 MIR3160-1 MIR3160-2 MIR3161 MIR4487 MIR4688 MIR5582 MIR670 MIR670HG MIR6745 MIR7154 MTCH2 MYBPC3 NDUFS3 NOX4P1 NR1H3 NUP160 OR4A18P OR4A19P OR4A1P OR4A40P OR4A41P OR4A42P OR4A43P OR4A44P OR4A45P OR4A46P OR4A47 OR4A48P OR4A49P OR4B1 OR4B2P OR4C10P OR4C12 OR4C13 OR4C2P OR4C3 OR4C45 OR4C48P OR4C49P OR4C4P OR4C5 OR4C9P OR4R1P OR4R3P OR4S1 OR4X1 OR4X2 PACSIN3 PEX16 PHB1P2 PHF21A PHKG1P3 PPIAP41 PRDM11 PSMC3 PTPMT1 PTPRJ PTPRJ-AS1 RAPSN RN7SKP287 RN7SL652P RNA5SP340 RNU5E-10P RPL23AP63 RPL34P22 RPL7AP79 SEC14L1P1 SEPTIN7P11 SLC35C1 SLC39A13 SLC39A13-AS1 SNORD67 SPI1 SYT13 TP53I11 TRIM49B TRIM51CP TRIM51DP TRIM51FP TRIM51G TRIM53CP TRIM64C TRIM77BP TSPAN18 TSPAN18-AS1 TYRL UBTFL7 UBTFL9 YPEL5P2 ZNF408 chr11p12 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr11p12 API5 DNAAF11P1 HNRNPKP3 IFTAP LINC01493 LINC01499 LINC02740 LINC02741 LINC02745 LINC02759 LINC02760 LRRC4C RAG1 RAG2 RNU6-365P RNU6-99P RPL7AP56 TRAF6 TTC17 chr11p13 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr11p13 ABTB2 APIP C11orf91 CAPRIN1 CAT CCDC73 CD44 CD44-AS1 CD44-DT CD59 CIR1P3 COMMD9 CSTF3 CSTF3-DT CYCSP25 DCDC1 DEPDC7 DNAJC24 EHF EIF3M EIF4A2P5 ELF5 ELP4 ENSG00000255375 FBXO3 FBXO3-DT FJX1 HIPK3 HNRNPA3P9 IMMP1L KIAA1549L KRT18P14 LDLRAD3 LINC00294 LINC02707 LINC02721 LINC02722 LINC03031 LMO2 LOC124902847 MIR1343 MIR3973 MMADHCP2 NAT10 PAMR1 PAUPAR PAX6 PDHX PIGCP1 PRR5L PRRG4 QSER1 RCN1 RPL12P31 RPL29P23 SLC1A2 SLC1A2-AS1 SLC1A2-AS2 SPICP1 TCP11L1 THEM7P TRIM44 WEE2P1 WT1 WT1-AS chr11p14 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr11p14 ANO3 ANO3-AS1 ARL14EP ARL14EP-DT ATP5MGP8 BBOX1 BBOX1-AS1 BDNF BDNF-AS CBX3P1 CCDC179 CCDC34 EEF1A1P47 FANCF FIBIN FSHB GAS2 HNRNPRP2 HSP90AA2P KCNA4 KIF18A LGR4 LGR4-AS1 LIN7C LINC00678 LINC01495 LINC01616 LINC02546 LINC02686 LINC02699 LINC02718 LINC02726 LINC02742 LINC02755 LINC02758 LINC03096 LUZP2 METTL15 MIR610 MIR8054 MIR8068 MIR8087 MPPED2 MPPED2-AS1 MUC15 OR2BH1P RN7SKP158 RN7SL240P RNA5SP338 RNA5SP339 RNU6-783P RPL12P30 RPL36AP40 RPL7AP58 SLC17A6 SLC17A6-DT SLC5A12 SVIP THAP12P4 WIZP1 chr11p15 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr11p15 ABCC8 ADM ADM-DT AKIP1 AKR1B1P3 AMPD3 ANO5 ANO9 AP2A2 APBB1 ARFIP2 ART1 ART5 ASCL2 ASCL3 B4GALNT4 BET1L BGLT3 BMAL1 BRSK2 BTBD10 C11orf16 C11orf21 C11orf40 C11orf42 C11orf58 CALCA CALCB CALCP CARS1 CARS1-AS1 CASC23 CAVIN3 CCKBR CD151 CD81 CD81-AS1 CDHR5 CDKN1C CEND1 CENPUP1 CHID1 CHRNA10 CICP23 CNGA4 COPB1 COX6CP18 COX6CP5 COX8BP CRACR2B CSNK2A3 CSRP3 CSRP3-AS1 CTR9 CTSD CYB5R2 CYP2R1 DBX1 DCHS1 DCHS1-AS1 DEAF1 DENND2B DENND2B-AS1 DENND5A DKK3 DNHD1 DRD4 DUSP8 E2F8 EIF3F EIF4G2 ENPP7P15 ENSG00000207407 ENSG00000238387 ENSG00000246308 ENSG00000250041 ENSG00000252778 ENSG00000254443 ENSG00000255367 ENSG00000255476 ENSG00000268403 ENSG00000282556 ENSG00000289997 ENSG00000290075 ENSG00000290098 EPS8L2 FAM86GP FAM99A FAM99B FAR1 FAR1-IT1 FHIP1B GALNT18 GATD1 GATD1-DT GLTPP1 GTF2H1 GVINP1 GVINP2 H19 H3P33 HBB HBBP1 HBD HBE1 HBG1 HBG2 HIGD1AP5 HMGB1P40 HMGN2P36 HNRNPA1P53 HNRNPA1P76 HPS5 HPX HRAS HTATIP2 IFITM1 IFITM10 IFITM2 IFITM3 IFITM5 IGF2 IGF2-AS IGSF22 IGSF22-AS1 ILK INS INS-IGF2 INSC IPO7 IRAG1 IRAG1-AS1 IRF7 KCNC1 KCNJ11 KCNQ1 KCNQ1-AS1 KCNQ1DN KCNQ1OT1 KRT18P58 KRT8P41 KRT8P49 KRTAP5-1 KRTAP5-2 KRTAP5-3 KRTAP5-4 KRTAP5-5 KRTAP5-6 KRTAP5-AS1 LDHA LDHAL6A LDHC LINC00958 LINC01001 LINC01150 LINC01219 LINC02545 LINC02547 LINC02548 LINC02682 LINC02683 LINC02688 LINC02689 LINC02708 LINC02709 LINC02729 LINC02749 LINC02751 LINC02752 LINC02754 LINC02989 LMNTD2 LMNTD2-AS1 LMO1 LOC124902606 LOC283299 LRRC56 LSP1 LYVE1 MICAL2 MIR210 MIR210HG MIR302E MIR3159 MIR4298 MIR4299 MIR4485 MIR4486 MIR4686 MIR4687 MIR4694 MIR483 MIR5691 MIR6073 MIR6124 MIR6743 MIR6744 MIR675 MIR7847 MIR8070 MISFA MMP26 MOB2 MORF4L1P3 MRGPRE MRGPRG MRGPRG-AS1 MRGPRX1 MRGPRX10P MRGPRX11P MRGPRX12P MRGPRX13P MRGPRX2 MRGPRX3 MRGPRX4 MRGPRX5P MRGPRX6P MRGPRX7P MRGPRX8P MRGPRX9P MRPL17 MRPL23 MRPL23-AS1 MTCH1P2 MTND5P21 MUC2 MUC5AC MUC5B MUC5B-AS1 MUC6 MYOD1 NAP1L4 NAV2 NAV2-AS1 NAV2-AS2 NAV2-AS3 NAV2-AS4 NAV2-AS5 NAV2-AS6 NAV2-IT1 NCR3LG1 NDUFA5P1 NDUFA5P8 NELL1 NLRP10 NLRP14 NLRP6 NRIP3 NRIP3-DT NUCB2 NUP98 ODF3 OLFM5P OLFML1 OR10A2 OR10A3 OR10A4 OR10A5 OR10A6 OR10AB1P OR2AG1 OR2AG2 OR2D2 OR2D3 OR4F2P OR51A10P OR51A1P OR51A2 OR51A3P OR51A4 OR51A5P OR51A6P OR51A7 OR51A8P OR51A9P OR51AB1P OR51B2 OR51B3P OR51B4 OR51B5 OR51B6 OR51B8P OR51C1P OR51C4P OR51D1 OR51E1 OR51E2 OR51F1 OR51F2 OR51F3P OR51F4P OR51F5P OR51G1 OR51G2 OR51H1 OR51H2P OR51I1 OR51I2 OR51J1 OR51K1P OR51L1 OR51M1 OR51N1P OR51P1P OR51Q1 OR51R1P OR51S1 OR51T1 OR51V1 OR52A1 OR52A4P OR52A5 OR52B1P OR52B2 OR52B3P OR52B4 OR52B5P OR52B6 OR52D1 OR52E1 OR52E2 OR52E3P OR52E4 OR52E5 OR52E6 OR52E7P OR52E8 OR52H1 OR52H2P OR52I1 OR52I2 OR52J1P OR52J2P OR52J3 OR52K1 OR52K2 OR52K3P OR52L1 OR52L2P OR52M1 OR52M2P OR52N1 OR52N2 OR52N3P OR52N4 OR52N5 OR52P1 OR52P2P OR52Q1P OR52R1 OR52S1P OR52T1P OR52U1P OR52V1P OR52W1 OR52X1P OR52Y1P OR52Z1P OR55B1P OR56A1 OR56A3 OR56A4 OR56A5 OR56A7P OR56B1 OR56B2P OR56B3P OR56B4 OR5E1P OR5P1P OR5P2 OR5P3 OR5P4P OR6A2 OR7E117P OR7E12P OR7E14P OR7E41P OSBPL5 OTOG OVCH2 PANO1 PARVA PCNAP4 PDE3B PGAP2 PGGHG PHLDA2 PHRF1 PIDD1 PIK3C2A PKP3 PLEKHA7 PNPLA2 POLR2L PPFIBP2 PPIAP40 PRADX PRMT3 PRR13P2 PRR33 PSMA1 PSMD13 PTDSS2 PTH PTPN5 RASSF10 RASSF10-DT RASSF7 RBMXL2 RDXP1 RHOG RIC3 RIC3-DT RIC8A RN7SKP151 RN7SKP50 RN7SKP90 RN7SL188P RN7SL838P RNA5SP329 RNA5SP330 RNA5SP331 RNA5SP332 RNA5SP333 RNA5SP334 RNA5SP335 RNA5SP336 RNA5SP337 RNF141 RNH1 RNU1-91P RNU6-1025P RNU6-1143P RNU6-447P RNU6-593P RNU6-878P RNU6-943P RNU6ATAC33P RNU7-28P RNU7-49P RNU7-50P RPL21P94 RPL21P97 RPL23AP65 RPL26P30 RPL27A RPL29P21 RPL34P24 RPL36AP37 RPL36AP39 RPL39P26 RPL7AP55 RPLP2 RPS13 RPS24P14 RPS29P20 RPS3AP39 RRAS2 RRM1 RRM1-AS1 RRP8 SAA1 SAA2 SAA2-SAA4 SAA3P SAA4 SAAL1 SBF2 SBF2-AS1 SCGB1C1 SCT SCUBE2 SDHCP4 SERGEF SIGIRR SIRT3 SLC22A18 SLC22A18AS SLC25A22 SLC25A51P4 SLC6A5 SMPD1 SNORA23 SNORA3A SNORA3B SNORA52 SNORA54 SNORA62 SNORD14A SNORD14B SNORD97 SNRPCP5 SOX6 SPON1 SPON1-AS1 SPTY2D1 SRSF3P1 SSU72L1 SSU72L2 SSU72L3 SSU72L4 SSU72L5 SSU72P6 ST13P5 STIM1 STIM1-AS1 STK33 SWAP70 SYT8 SYT9 SYT9-AS1 TAF10 TALDO1 TEAD1 TH TIMM10B TMEM258P1 TMEM41B TMEM80 TMEM86A TMEM9B TMEM9B-AS1 TNNI2 TNNT3 TOLLIP TOLLIP-DT TPH1 TPP1 TRIM21 TRIM22 TRIM3 TRIM34 TRIM5 TRIM6 TRIM6-TRIM34 TRIM66 TRIM68 TRPC2 TRPM5 TSG101 TSPAN32 TSPAN4 TSSC2 TSSC4 TUB TUB-AS1 UBQLN3 UBQLNL UEVLD USH1C USP47 VPS51P5 WBP1LP10 WEE1 XNDC1CP YWHABP2 ZBED5 ZBED5-AS1 ZDHHC13 ZNF143 ZNF195 ZNF214 ZNF215 chr11q11 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr11q11 OR4A10P OR4A11P OR4A12P OR4A13P OR4A15 OR4A16 OR4A17P OR4A21P OR4A2P OR4A3P OR4A4P OR4A5 OR4A50P OR4A6P OR4A7P OR4A8 OR4A9P OR4C11 OR4C14P OR4C15 OR4C16 OR4C1P OR4C46 OR4C50P OR4C6 OR4C7P OR4P1P OR4P4 OR4R2P OR4S2 OR4V1P OR4X7P OR5D13 OR5D14 OR5D15P OR5D17P OR5D2P OR5D3P TRIM48 TRIM51HP chr11q12 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr11q12 AHNAK ANKRD33BP6 APLNR ASRGL1 B3GAT3 BEST1 BSCL2 BTBD18 C11orf98 CBLIF CCDC86 CCDC86-AS1 CCND2P1 CD5 CD6 CHRM1 CLP1 CNTF CPSF7 CSKMT CTNND1 CYB561A3 CYCSP26 DAGLA DDB1 DTX4 EEF1DP8 EEF1G EIF4A2P3 EML3 ENSG00000250230 ENSG00000255240 ENSG00000255266 ENSG00000257002 ENSG00000287412 FABP5P7 FADS1 FADS2 FADS2B FADS3 FAM111A FAM111A-DT FAM111B FAM8A2P FEN1 FTH1 GANAB GLYAT GLYATL1 GLYATL1B GLYATL1P1 GLYATL1P2 GLYATL1P4 GLYATL2 GNG3 HNRNPUL2 HNRNPUL2-BSCL2 INCENP INTS5 LBHD1 LGALS12 LINC00301 LINC02705 LINC02733 LINC02735 LINC02739 LINC02954 LPXN LRRC10B LRRC55 LRRN4CL MED19 MIR130A MIR130AHG MIR1908 MIR3162 MIR4488 MIR611 MIR6128 MIR6503 MIR6514 MIR6746 MIR6747 MIR6748 MPEG1 MRPL16 MS4A1 MS4A10 MS4A12 MS4A13 MS4A14 MS4A15 MS4A18 MS4A19P MS4A2 MS4A3 MS4A4A MS4A4E MS4A5 MS4A6A MS4A6E MS4A7 MS4A8 MTA2 MYRF MYRF-AS1 NAA50P1 NPM1P35 NXF1 OOSP1 OOSP2 OOSP3 OOSP4A OOSP4B OR10AF1P OR10AG1 OR10AK1P OR10Q1 OR10Q2P OR10V1 OR10V2P OR10V3P OR10W1 OR10Y1P OR1S1 OR1S2 OR2AH1P OR4D10 OR4D11 OR4D6 OR4D7P OR4D8P OR4D9 OR5A1 OR5A2 OR5AK1P OR5AK2 OR5AK3P OR5AK4P OR5AL1 OR5AL2P OR5AM1P OR5AN1 OR5AN2P OR5AO1P OR5AP1P OR5AP2 OR5AQ1P OR5AR1 OR5AS1 OR5AZ1P OR5B10P OR5B12 OR5B15P OR5B17 OR5B19P OR5B1P OR5B2 OR5B21 OR5B3 OR5BA1P OR5BB1P OR5BC1P OR5BD1P OR5BE1P OR5BL1P OR5BN1P OR5BN2P OR5BP1P OR5BQ1P OR5BR1P OR5D16 OR5D18 OR5F1 OR5F2P OR5G1P OR5G3 OR5G4P OR5G5P OR5I1 OR5J1P OR5J2 OR5J7P OR5L1 OR5L2 OR5M1 OR5M10 OR5M11 OR5M12P OR5M13P OR5M2P OR5M3 OR5M4P OR5M5P OR5M6P OR5M7P OR5M8 OR5M9 OR5T1 OR5T2 OR5T3 OR5W1P OR5W2 OR6Q1 OR7E5P OR8H1 OR8H2 OR8H3 OR8I1P OR8I2 OR8I4P OR8J1 OR8J2 OR8J3 OR8K1 OR8K2P OR8K3 OR8K4P OR8K5 OR8L1P OR8U1 OR8U3 OR8V1P OR9G1 OR9G2P OR9G3P OR9G4 OR9I1 OR9I2P OR9I3P OR9L1P OR9M1P OR9Q1 OR9Q2 OSBP P2RX3 PATL1 PATL1-DT PGA3 PGA4 PGA5 PLAAT2 PLAAT4 PLAAT5 POLR2G PPIAP42 PPP1R32 PRG2 PRG3 PRPF19 PRPF19-DT PTGDR2 PTTG1P2 RAB3IL1 RCC2P6 RN7SKP192 RN7SKP259 RN7SL23P RN7SL259P RN7SL42P RN7SL435P RN7SL605P RNA5SP341 RNU2-2P RNU6-118P RNU6-1243P RNU6-899P RNU6-933P ROM1 RPL29P22 RPL5P29 RPLP0P2 RPS4XP13 RTN4RL2 SCGB1A1 SCGB1D1 SCGB1D2 SCGB1D4 SCGB2A1 SCGB2A2 SDHAF2 SELENOH SERPING1 SLC15A3 SLC22A10 SLC22A24 SLC22A25 SLC22A6 SLC22A8 SLC22A9 SLC25A47P1 SLC3A2 SLC43A1 SLC43A3 SMTNL1 SNHG1 SNORA57 SNORD22 SNORD25 SNORD26 SNORD27 SNORD28 SNORD30 SRD5A3P1 SSRP1 STX3 STX5 STX5-DT SYT7 TAF6L TCN1 TEX54 TIMM10 TKFC TMA16P1 TMEM109 TMEM109-DT TMEM132A TMEM138 TMEM179B TMEM216 TMEM223 TMEM230P2 TMEM258 TMX2 TNKS1BP1 TRIM51 TTC9C TUBAP7 TUT1 UBE2L6 UBXN1 UQCC3 VN2R9P VPS37C VWCE WARS1P1 WDR74 YPEL4 ZBTB3 ZDHHC5 ZFP91 ZFP91-CNTF ZP1 chr11q13 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr11q13 ACER3 ACTE1P ACTN3 ACY3 AIP ALDH3B1 ALDH3B2 ALG1L8P ALG1L9P ANAPC15 ANKRD13D ANO1 ANO1-AS1 AP5B1 ARAP1 ARAP1-AS1 ARAP1-AS2 ARHGEF17 ARHGEF17-AS1 ARL2 ARL2-SNX15 ARPC3P4 ARRB1 ART2BP ART2P ATG16L2 ATG2A ATL3 ATP5MGP1 B3GNT6 B4GAT1 B4GAT1-DT BAD BANF1 BATF2 BBS1 BRD9P1 BRMS1 C11orf24 C11orf68 C11orf80 C11orf86 C1QBPP2 C2CD3 CABP2 CABP4 CAPN1 CAPN1-AS1 CAPN5 CARNS1 CATSPER1 CATSPERZ CCDC85B CCDC87 CCDC88B CCND1 CCS CD248 CDC42BPG CDC42EP2 CDCA5 CDK2AP2 CFL1 CHKA CHKA-DT CHRDL2 CLCF1 CLPB CNIH2 COA4 CORO1B COX8A CPT1A CST6 CTSF CTSW CTTN CTTN-DT CYCSP27 DEFB108B DEFB130C DEFB131B DGAT2 DGAT2-DT DHCR7 DHCR7-DT DNAJB13 DNAJB6P5 DNAJC4 DOC2GP DPF2 DPP3 DPP3-DT DPPA4P3 DRAP1 EEF1A1P18 EFEMP2 EHBP1L1 EHD1 EIF1AD EMSY EMSY-DT ENEMAL ENPP7P7 ENPP7P8 ENSG00000201733 ENSG00000206913 ENSG00000215841 ENSG00000236935 ENSG00000251143 ENSG00000255320 ENSG00000255326 ENSG00000261070 ENSG00000286264 ENSG00000286369 ENSG00000287917 ESRRA EVA1CP4 FADD FAM168A FAM86C1P FAM86C2P FAM89B FAU FAUP4 FCHSD2 FERMT3 FGF19 FGF3 FGF4 FIBP FKBP2 FLRT1 FOLR1 FOLR1P1 FOLR2 FOLR3 FOSL1 FRMD8 FTLP6 GAL GAL3ST3 GDPD4 GDPD5 GLTC1 GPHA2 GPR137 GPR152 GRK2 GSTP1 GUCY2EP GVQW3 H2AZP4 HIGD1AP10 HMGN2P38 HNRNPA1P40 IFITM9P IGHMBP2 IL18BP IMMP1LP1 INPPL1 IUR1 KAT5 KCNE3 KCNK4 KCNK4-TEX40 KCNK7 KDM2A KLC2 KLC2-AS1 KLC2-AS2 KLHL35 KMT5B KRT8P26 KRTAP5-10 KRTAP5-11 KRTAP5-13P KRTAP5-14P KRTAP5-7 KRTAP5-8 KRTAP5-9 LAMTOR1 LINC01488 LINC01537 LINC02584 LINC02701 LINC02723 LINC02724 LINC02736 LINC02747 LINC02753 LINC02754 LINC02757 LINC02761 LINC02952 LINC02953 LINC02956 LIPT2 LIPT2-AS1 LRFN4 LRP5 LRRC32 LRRC51 LRTOMT LTBP3 LTO1 MACROD1 MAJIN MALAT1 MAP3K11 MAP4K2 MAP6 MARK2 MEN1 MIR1237 MIR139 MIR192 MIR194-2 MIR194-2HG MIR3163 MIR3164 MIR3165 MIR326 MIR3664 MIR4489 MIR4690 MIR4691 MIR4692 MIR4696 MIR548AL MIR548K MIR612 MIR6749 MIR6750 MIR6751 MIR6752 MIR6753 MIR6754 MIR6860 MIR6879 MIR7113 MIR7155 MIX23P5 MOGAT2 MRGPRD MRGPRF MRGPRF-AS1 MRPL11 MRPL21 MRPL48 MRPL49 MUS81 MYEOV MYO7A NAA40 NAALADL1 NADSYN1 NDUFA3P2 NDUFS8 NDUFV1 NDUFV1-DT NEAT1 NEU3 NPAS4 NPM1P50 NRXN2 NRXN2-AS1 NUDT22 NUDT8 NUMA1 OMP OR2AT1P OR2AT2P OR2AT4 OR7E11P OR7E126P OR7E128P OR7E145P OR7E1P OR7E4P OR7E87P OR8R1P OTUB1 OVOL1 OVOL1-AS1 P2RY2 P2RY6 P4HA3 P4HA3-AS1 PAAF1 PACS1 PC PCNX3 PDCL2P2 PDE2A PDE2A-AS1 PDE2A-AS2 PELI3 PGAM1P8 PGM2L1 PHOX2A PITPNM1 PLAAT3 PLCB3 PLEKHB1 POLA2 POLD3 POLD4 PPFIA1 PPME1 PPP1CA PPP1R14B PPP1R14B-AS1 PPP1R1AP1 PPP2R5B PPP6R3 PRDX5 PTPRCAP PYGM RAB1B RAB6A RAD9A RANP3 RASGRP2 RBM14 RBM14-RBM4 RBM4 RBM4B RCE1 RCOR2 RELA RELA-DT RELT RHOD RIN1 RN7SKP239 RN7SKP243 RN7SKP297 RN7SL12P RN7SL239P RN7SL309P RN7SL596P RN7SL786P RNA5SP342 RNA5SP343 RNA5SP344 RNASEH2C RNF121 RNF169 RNU1-84P RNU2-23P RNU4-39P RNU6-1175P RNU6-1238P RNU6-1306P RNU6-216P RNU6-45P RNU6-46P RNU6-672P RNU6-72P RNU7-105P RNU7-23P RPEP6 RPL15P16 RPL31P46 RPL36AP38 RPL37P2 RPS12P20 RPS3 RPS3AP40 RPS3AP41 RPS6KA4 RPS6KB2 RPS6KB2-AS1 RTN3 SAC3D1 SART1 SCYL1 SERPINH1 SF1 SF1-DT SF3B2 SHANK2 SHANK2-AS1 SHANK2-AS2 SHANK2-AS3 SIPA1 SLC22A11 SLC22A12 SLC22A20P SLC25A45 SLC29A2 SLCO2B1 SMIM38 SNORD15A SNORD15B SNRPCP14 SNRPGP19 SNX15 SNX32 SPCS2 SPDYC SPINDOC SPTBN2 SSH3 STARD10 STIP1 SYT12 SYVN1 TALAM1 TBC1D10C TBX10 TCIRG1 TESMIN THAP12 TIGD3 TM7SF2 TMEM134 TMEM151A TMEM262 TOMM20P1 TOMT TPBGL TPBGL-AS1 TPCN2 TRMT112 TRPT1 TSGA10IP TSKU TSKU-AS1 UCP2 UCP3 UNC93B1 UNC93B5 UNC93B6 UVRAG UVRAG-DT VEGFB VPS51 VPS51P11 VPS51P17 WNT11 XNDC1N XNDC1N-ZNF705EP-ALG1L9P XRRA1 YIF1A ZDHHC20P3 ZDHHC24 ZFPL1 ZFTA ZNF705EP ZNHIT2 ZNRD2 ZNRD2-DT chr11q14 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr11q14 AAMDC ALG8 ANKRD33BP10 ANKRD33BP7 ANKRD33BP8 ANKRD33BP9 ANKRD42 ANKRD42-DT AQP11 ARL6IP1P3 BCAS2P1 C1DP5 CBX3P7 CCDC81 CCDC83 CCDC89 CCDC90B CCDC90B-AS1 CHORDC1 CKS1BP4 CLNS1A COPS8P3 COX5BP4 COX6A1P4 CREBZF CTSC CYCSP28 DDIAS DISC1FP1 DLG2 DLG2-AS2 EED EEF1A1P49 EIF2S2P6 ENSG00000255084 ENSG00000288018 FAM181B FAT3 FNTAP1 FOLH1B FTH1P16 FZD4 FZD4-DT GAB2 GAPDHP70 GRM5 GRM5-AS1 H3P34 HIKESHI HNRNPA1P72 HNRNPCP6 HNRNPCP8 INTS4 KCTD14 KCTD21 KCTD21-AS1 LDHAL6DP LINC02695 LINC02711 LINC02720 LINC02728 LINC02734 LINC02746 LINC02748 LINC02756 LINC02951 LOC124900309 ME3 MIR1261 MIR3166 MIR4300 MIR4300HG MIR4490 MIR5579 MIR6755 MIR708 MOB4P2 MTCYBP41 MTND1P35 MTND4LP18 MTND6P25 MTNR1B NAALAD2 NARS2 NDUFB11P1 NDUFC2 NDUFC2-KCTD14 NOX4 OR7E13P OR7E2P OSBPL9P2 OSBPL9P3 PAK1 PCF11 PCF11-AS1 PGAM1P9 PICALM PRCP PRSS23 PRSS23-AS1 PSMA2P1 PTP4A1P6 RAB30 RAB30-DT RAB38 RBMXP3 RN7SL225P RNU6-1135P RNU6-126P RNU6-1292P RNU6-16P RNU6-311P RNU6-544P RNU6-560P RNU7-59P RPL21P95 RPL32P24 RPL7AP54 RPL7AP57 RPS28P7 RPS3AP42 RSF1 RSF1-IT1 RSF1-IT2 SETP17 SLC25A1P1 SNORA70E SNRPGP16 SYTL2 TENM4 THRSP TMEM126A TMEM126B TMEM135 TRIM49 TRIM49C TRIM49D1 TRIM49D2 TRIM51BP TRIM51EP TRIM53AP TRIM53BP TRIM64 TRIM64B TRIM64DP TRIM64EP TRIM77 TUBAP2 TUBB4BP4 TYR UBTFL1 UBTFL10 UBTFL2 USP35 XIAPP2 ZNF75CP chr11q21 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr11q21 AKTIPP3 AMOTL1 ANKRD49 ARPC3P3 BUD13P1 C11orf54 C11orf97 CCDC82 CEP295 CEP57 CWC15 DEUP1 ENDOD1 FAM76B FUT4 GPR83 HEPHL1 HPRT1P3 IZUMO1R JRKL JRKL-AS1 KDM4D KDM4E KDM4F LINC02553 LINC02700 LINC02737 LNCRNA-IUR MAML2 MED17 MED28P5 MIR1260B MIR1304 MIR548L MRE11 MTMR2 PANX1 PHB1P16 PIWIL4 PIWIL4-AS1 RN7SL223P RNA5SP345 RNA5SP346 RPL26P31 RPL32P25 SCARNA9 SESN3 SLC36A4 SMCO4 SNORA1 SNORA18 SNORA25 SNORA32 SNORA40 SNORA8 SNORD5 SNORD6 SRP14P2 SRSF8 SRSF8BP ST13P11 TAF1D VSTM5 chr11q22 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr11q22 AASDHPPT ACAT1 ALKBH8 ANGPTL5 ARHGAP42 ARHGAP42-AS1 ASS1P13 ATM BIRC2 BIRC3 BOLA3P1 C11orf65 C11orf87 CARD16 CARD17P CARD18 CASP1 CASP12 CASP1P1 CASP1P2 CASP4 CASP4LP CASP5 CEP126 CFAP300 CNTN5 CUL5 CWF19L2 CYCSP29 DCUN1D5 DDI1 DDX10 DYNC2H1 ELMOD1 ENSG00000255482 ENSG00000289232 ENSG00000290078 ENSG00000290498 EXPH5 FDX1 GRIA4 GUCY1A2 HSPD1P13 KBTBD3 KIAA1191P2 LINC02552 LINC02713 LINC02715 LINC02719 LINC02732 METTL5P4 MIR3920 MIR4693 MMP1 MMP10 MMP12 MMP13 MMP20 MMP20-AS1 MMP27 MMP3 MMP7 MMP8 MSANTD4 MTATP6P15 MTCO1P15 MTCO2P15 MTCO3P15 MTMR12P1 MTND1P36 MTND2P26 NPAT OR2AL1P PDGFD PGR PGR-AS1 PLS1P1 POGLUT3 PPIAP43 RAB39A RDX RN7SKP115 RN7SKP53 RN7SL222P RNA5SP347 RNA5SP349 RNA5SP535 RNU4-55P RNU6-277P RNU6-654P RNU6-952P RNU7-159P RPA2P3 RPL21P96 RPS2P39 RPSAP50 SLC35F2 SLN SMARCE1P1 SNORD39 TFAMP2 TMEM123 TMEM123-DT TRPC6 WTAPP1 YAP1 ZC3H12C chr11q23 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr11q23 ABCG4 ALG9 ALG9-IT1 ANKK1 APOA1 APOA1-AS APOA4 APOA5 APOC3 ARCN1 ARHGAP20 ARHGEF12 ATF4P4 ATP5MG BACE1 BACE1-AS BCL9L BCO2 BTG4 BUD13 BUD13-DT C11orf52 C11orf71 C1QTNF5 C2CD2L CADM1 CADM1-AS1 CBL CCDC153 CD3D CD3E CD3G CENATAC CENATAC-DT CEP164 CFAP68 CLDN25 COLCA1 COX7CP3 CRYAB CXCR5 DDX6 DIXDC1 DLAT DPAGT1 DRD2 DSCAML1 DUXAP5 ELOCP22 ENSG00000176984 ENSG00000238724 ENSG00000239153 ENSG00000247416 ENSG00000250493 ENSG00000252992 ENSG00000255428 ENSG00000256195 ENSG00000259541 ENSG00000268472 ENSG00000287006 ENSG00000287028 ENSG00000287545 FDXACB1 FOXR1 FXYD2 FXYD6 FXYD6-AS1 FXYD6-FXYD2 GNG5P3 GRIK4 H2AX HINFP HMBS HMGB1P42 HNRNPA1P60 HOATZ HSPB2 HSPB2-C11orf52 HSPE1P18 HTR3A HTR3B HYOU1 HYOU1-AS1 IFT46 IL10RA IL18 JAML KCTD9P4 KMT2A KRT8P7 LAYN LINC00900 LINC02151 LINC02550 LINC02698 LINC02702 LINC02703 LINC02744 LINC02762 LINC02763 LINC02764 LNC-RHL1 LRRC37A13P MCAM MFRP MIR34B MIR34BHG MIR34C MIR4301 MIR4491 MIR4492 MIR6716 MIR6756 MPZL2 MPZL3 MRPS36P4 MTRF1LP1 NCAM1 NCAM1-AS1 NECTIN1 NECTIN1-AS1 NECTIN1-DT NHERF4 NKAPD1 NLRX1 NNMT NXPE1 NXPE2 NXPE2P1 NXPE4 OAF PAFAH1B2 PCSK7 PHLDB1 PIH1D2 PLET1 POU2AF1 POU2AF2 POU2AF3 POU2F3 PPIHP1 PPP2R1B PRR13P3 PTS RBM7 REXO2 RN7SKP273 RN7SL688P RN7SL828P RNA5SP350 RNA5SP351 RNF214 RNF26 RNU2-60P RNU6-1107P RNU6-1123P RNU6-1157P RNU6-262P RNU6-376P RNU6-44P RNU6-893P RNU7-187P RNY4P6 RPL12P46 RPL15P15 RPL23AP62 RPL23AP64 RPL37AP8 RPL5P30 RPS12P21 RPS17P15 RPS25 RPS27P19 RPS29P19 RPS4XP12 RPS6P16 SC5D SCN2B SCN4B SDHD SETP16 SIDT2 SIK2 SIK3 SLC37A4 SMIM35 ST13P10 TAGLN TBCEL TBCEL-TECTA TECTA TEX12 THY1 THY1-AS1 TIMM8B TLCD5 TMEM25 TMPRSS13 TMPRSS4 TMPRSS5 TRAPPC4 TREH TREHP1 TRIM29 TRPC6P5 TTC12 TTC12-DT TTC36 TTC36-AS1 UBE4A UPK2 USP2 USP2-AS1 USP28 VPS11 VPS11-DT ZBTB16 ZPR1 ZW10 chr11q24 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr11q24 ACRV1 ADAMTS15 ADAMTS8 APLP2 ARHGAP32 ATP5PBP5 BAK1P2 BARX2 BLID BMPR1AP2 BSX CCDC15 CCDC15-DT CDON CHEK1 CLMP CRTAM DCPS DDX18P5 DDX25 DNAJB6P1 EI24 ELOBP2 ENSG00000239079 ENSG00000245008 ENSG00000254607 ENSG00000255087 ENSG00000255537 ENSG00000288907 ESAM ESAM-AS1 ETS1 ETS1-AS1 FAM118B FEZ1 FLI1 FOXRED1 GLULP3 GRAMD1B GSEC HEPACAM HEPN1 HSPA8 HYLS1 JHY KCNJ1 KCNJ5 KCNJ5-AS1 KIRREL3 KIRREL3-AS1 KIRREL3-AS2 KIRREL3-AS3 KRT18P59 LINC01395 LINC02098 LINC02551 LINC02712 LINC02725 LINC02727 LINC02873 LOC124900305 MIR100 MIR100HG MIR125B1 MIR3167 MIR4493 MIR6090 MIR8052 MIRLET7A2 MSANTD2 MSANTD2-AS1 NAP1L1P1 NDUFAF2P2 NFRKB NRGN OR10D1P OR10D3 OR10D4P OR10D5P OR10G4 OR10G5P OR10G6 OR10G7 OR10G8 OR10G9 OR10N1P OR10S1 OR4D5 OR6M1 OR6M2P OR6M3P OR6T1 OR6X1 OR8A1 OR8A2P OR8A3P OR8B10P OR8B12 OR8B1P OR8B2 OR8B3 OR8B4 OR8B5P OR8B6P OR8B7P OR8B8 OR8B9P OR8C1P OR8D1 OR8D2 OR8D4 OR8F1P OR8G1 OR8G2P OR8G3P OR8G5 OR8G7P OR8Q1P OR8X1P PANX3 PATE1 PATE2 PATE3 PATE4 PHB1P17 PKNOX2 PKNOX2-AS1 PKNOX2-DT PPP1R10P1 PRDM10 PRDM10-DT PUS3 RN7SKP121 RN7SKP279 RN7SL351P RN7SL778P RNA5SP352 RNU1-21P RNU2-35P RNU4-23P RNU4-86P RNU4ATAC10P RNU4ATAC5P RNU6-1156P RNU6-256P RNU6-321P RNU6-592P RNU6-874P RNU6-876P ROBO3 ROBO4 RPL31P47 RPL34P21 RPL34P23 RPL35AP26 RPS26P43 RPS27P20 RPUSD4 SAE1P1 SCN3B SENCR SF3A3P2 SIAE SLC37A2 SLC5A4P1 SNORD14C SNORD14D SNORD14E SORL1 SORL1-AS1 SPA17 SRPRA ST14 ST3GAL4 STT3A TBRG1 TIRAP TIRAP-AS1 TMEM218 TMEM225 TMEM45B TP53AIP1 UBASH3B VSIG10L2 VSIG2 VWA5A ZBTB44 ZBTB44-DT ZNF123P ZNF202 chr11q25 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr11q25 ACAD8 B3GAT1 B3GAT1-DT ENSG00000237654 GLB1L2 GLB1L3 IGSF9B JAM3 LINC02684 LINC02697 LINC02706 LINC02714 LINC02717 LINC02730 LINC02731 LINC02743 MIR4697 NCAPD3 NTM NTM-AS1 NTM-IT OPCML OPCML-IT1 OPCML-IT2 PTP4A2P2 RN7SL167P RNU6ATAC12P SNX19 SPATA19 THYN1 VPS26B chr12p11 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr12p11 AK4P3 AK6P1 ALG10 AMN1 ANKRD49P2 ASS1P14 BICD1 BICD1-AS1 BMAL2 BMAL2-AS1 C12orf71 C12orf71BP CAPRIN2 CCDC91 DDX11 DDX11-AS1 DENND5B DENND5B-AS1 DNM1L DUX4L27 ENSG00000246331 ENSG00000257176 ERGIC2 ETFBKMT FAR2 FGD4 FGFR1OP2 FLJ13224 H3-5 HMGB1P49 IFITM3P2 IFT57P1 INTS13 IPO8 ITPR2 ITPR2-AS1 KLHL42 LINC00941 LINC02386 LINC02387 LINC02422 LINC02963 MANSC4 MED21 MREGP1 MRPS35 MRPS35-DT OVCH1 OVCH1-AS1 PKP2 PPFIBP1 PPIAP44 PTHLH RARS1P1 REP15 RESF1 RN7SKP15 RNA5SP354 RNA5SP355 RNA5SP356 RNA5SP357 RNU4-54P RNU5F-4P RNU6-1069P RNU6-400P RNU6-472P RNU6-494P RNU6-618P RPL12P32 RPL13AP22 RPL21P99 RPL29P27 RPL31P50 RPL35AP27 SINHCAF SMCO2 SNORA75 STK38L STMN1P1 SYT10 TM7SF3 TMTC1 TSPAN11 TSPAN11-AS1 TUBB8P4 YARS2 chr12p12 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr12p12 ABCC9 AEBP2 ARHGDIB ART4 BCAT1 BHLHE41 BORCS8P1 BRI3P2 C12orf60 C2CD5 C2CD5-AS1 CAPZA3 CENPUP2 CMAS DERA DNAI7 EEF1A1P16 EEF1A1P4 EGLN3P1 ELOCP31 ENSG00000255745 ENSG00000256321 ENSG00000256389 EPS8 ERP27 ETFRF1 ETNK1 ETNK1-DT FAM133GP GOLT1B GUCY2C GUCY2C-AS1 GYS2 H2AJ H4C16 IAPP IRAG2 KCNJ8 KNOP1P1 KRAS LDHB LINC00477 LINC01489 LINC02378 LINC02398 LINC02468 LINC02566 LINC02909 LINC02955 LMNTD1 LMO3 LRRC34P1 METTL8P1 MGP MGST1 MIR3974 MIR4302 MIR920 NDFIP1P1 PDCD5P1 PDE3A PDE3A-AS1 PDE6H PIK3C2G PLCZ1 PLEKHA5 PSMC1P8 PSMC1P9 PTPRO PYROXD1 RASSF8 RASSF8-AS1 RECQL RERG RERG-AS1 RERG-IT1 RERGL RN7SKP262 RN7SL38P RN7SL459P RN7SL67P RNU1-146P RNU1-149P RNU4-67P RNU6-251P RNU6-254P RNU6-837P RPL7P40 RPL7P6 RPS27P22 SKP1P2 SLC15A5 SLCO1A2 SLCO1B1 SLCO1B3 SLCO1B3-SLCO1B7 SLCO1B7 SLCO1C1 SMCO3 SOX5 SOX5-AS1 SPX SSPN ST8SIA1 STRAP SULT6B2P SUPT16HP1 TCP1P3 TDGP1 TIMM17BP1 TUBB4BP1 UBE2L2 WBP11 ZKSCAN7P1 chr12p13 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr12p13 A2M A2M-AS1 A2ML1 A2ML1-AS1 A2ML1-AS2 A2MP1 ACRBP ACSM4 ADIPOR2 AICDA AKAP3 ALG1L10P ANO2 APOBEC1 APOLD1 ATF7IP ATN1 ATP5MFP5 B4GALNT3 BCL2L14 BORCS5 BTG1P1 C12orf4 C12orf57 C1R C1RL C1RL-AS1 C1S C3AR1 CACNA1C CACNA1C-AS1 CACNA1C-AS2 CACNA1C-AS3 CACNA1C-AS4 CACNA1C-IT1 CACNA1C-IT3 CACNA2D4 CBX3P4 CCDC77 CCND2 CCND2-AS1 CD163 CD163L1 CD27 CD27-AS1 CD4 CD69 CD9 CDCA3 CDKN1B CHD4 CLEC12A CLEC12A-AS1 CLEC12B CLEC1A CLEC1B CLEC2A CLEC2B CLEC2D CLEC4A CLEC4C CLEC4D CLEC4E CLEC6A CLEC7A CLEC9A CLECL1P CLSTN3 COPS7A CRACR2A CREBL2 DCP1B DDX11L8 DDX12B DDX12P DDX47 DDX55P1 DEFB109F DPPA3 DSTNP2 DUSP16 DYRK4 EIF2S3B EMG1 EMP1 ENO2 ENPP7P5 ENSG00000221611 ENSG00000252727 ENSG00000255649 ENSG00000255746 ENSG00000256020 ENSG00000256442 ENSG00000278356 ENSG00000287928 ENSG00000290036 ENSG00000291107 ERC1 ETV6 FAM138D FAM234B FAM66C FAM86FP FAM90A1 FBXL14 FGF23 FGF6 FKBP4 FOXJ2 FOXM1 GABARAPL1 GABARAPL1-AS1 GALNT8 GAPDH GAPDH-DT GAPDHP31 GAU1 GCNAP1 GCSHP4 GDF3 GNAI2P1 GNB3 GOT2P3 GPR162 GPR19 GPRC5A GPRC5D GPRC5D-AS1 GRIN2B GSG1 HADHAP2 HEBP1 HIGD1AP8 HNRNPA1P34 HNRNPABP1 HSPA8P5 HSPD1P12 HSPE1P12 HTR1DP1 HTR7P1 IFFO1 ING4 IQSEC3 IQSEC3-AS1 IQSEC3-AS2 IQSEC3P1 ITFG2 ITFG2-AS1 KCNA1 KCNA5 KCNA6 KDM5A KLRA1P KLRB1 KLRC1 KLRC2 KLRC3 KLRC4 KLRC4-KLRK1 KLRD1 KLRF1 KLRF2 KLRG1 KLRK1 KLRK1-AS1 KRT17P8 LAG3 LINC00612 LINC00937 LINC00940 LINC00942 LINC00987 LINC01252 LINC01559 LINC02366 LINC02367 LINC02371 LINC02390 LINC02417 LINC02443 LINC02446 LINC02449 LINC02455 LINC02470 LINC02598 LINC02617 LINC02827 LINC02972 LOC574538 LOH12CR2 LPAR5 LPCAT3 LRP6 LRRC23 LRTM2 LTBR M6PR MAGOHB MANSC1 MFAP5 MIR1244-3 MIR1244-4 MIR141 MIR200C MIR200CHG MIR3649 MIR613 MIR614 MLF2 MRPL51 MRPS18CP4 NANOG NANOGNB NANOGP1 NCAPD2 NDUFA9 NECAP1 NIFKP3 NINJ2 NINJ2-AS1 NOP2 NPM1P7 NRIP2 NTF3 OLR1 OR7E140P OR7E148P OR7E149P OTUD4P1 P3H3 PARP11 PARP11-AS1 PEX5 PHB2 PHC1 PIANP PLBD1 PLBD1-AS1 PLEKHG6 POU5F1P3 PRB1 PRB2 PRB3 PRB4 PRH1 PRH2 PRMT8 PRR4 PTMAP4 PTMAP9 PTMS PTPN6 PZP RAD51AP1 RAD52 RBP5 RHNO1 RIMKLB RN7SKP134 RN7SKP161 RN7SKP162 RN7SL380P RN7SL391P RN7SL69P RNA5SP353 RNU4ATAC16P RNU6-1315P RNU6-174P RNU6-275P RNU6-318P RNU6-485P RNU6-491P RNU6-545P RNU6-590P RNU6-700P RNU6-781P RNU7-1 RNU7-103P RNU7-60P RPL13AP20 RPL13AP24 RPL13P5 RPL15P17 RPL21P100 RPL21P136 RPL23AP14 RPL23AP66 RPL30P11 RPL31P10 RPS27P3 RPS3AP43 RPS4XP14 RPSAP51 SCARNA10 SCARNA11 SCARNA12 SCNN1A SLC25A39P2 SLC2A14 SLC2A3 SLC6A12 SLC6A12-AS1 SLC6A13 SMIM10L1 SNORA75 SPSB2 SRP14P1 STX8P1 STYK1 SUPT4H1P2 TAPBPL TAS2R10 TAS2R13 TAS2R14 TAS2R15P TAS2R19 TAS2R20 TAS2R30 TAS2R31 TAS2R42 TAS2R43 TAS2R46 TAS2R50 TAS2R63P TAS2R64P TAS2R7 TAS2R8 TAS2R9 TEAD4 TEX52 THCAT155 TIGAR TMEM52B TNFRSF1A TPI1 TPT1P12 TSPAN9 TSPAN9-IT1 TULP3 USP5 VAMP1 VAMP1-AS1 VDAC2P2 VPS51P3 VWF WASH8P WNK1 WNT5B YBX3 ZNF384 ZNF705A chr12q12 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr12q12 ABCD2 ADAMTS20 AK6P2 ALG10B ANO6 ARID2 C12orf40 CLUHP8 CNTN1 CPNE8 CPNE8-AS1 DBX2 DBX2-AS1 EEF1A1P17 ENSG00000199571 GXYLT1 IRAK4 KIF21A KNOP1P2 LINC00938 LINC02400 LINC02402 LINC02406 LINC02450 LINC02451 LINC02461 LINC02471 LINC02555 LRRK2 LRRK2-DT MESDP1 MIR7851 MRPS36P5 MTND1P24 MTND2P17 MUC19 NELL2 NF1P12 PDZRN4 PLEKHA8P1 PPHLN1 PRICKLE1 PUS7L RACGAP1P1 RN7SL246P RNA5SP358 RNA5SP359 RNA5SP360 RNA5SP361 RNU6-249P RNU6-713P RPL30P13 RPL7AP74 RPS27P21 SCAF11 SLC2A13 SNORA74 SSBL3P TMEM117 TUBB8P5 TWF1 YAF2 ZCRB1 ZNF75BP chr12q13 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr12q13 AAAS ACVR1B ACVRL1 ADCY6 ADCY6-DT ADI1P3 AMHR2 AMIGO2 ANKRD33 ANKRD52 ANP32D APOF APONP AQP2 AQP5 AQP5-AS1 AQP6 ARF3 ARHGAP9 ARHGEF25 ARL2BPP2 ASB8 ASIC1 ATF1 ATF7 ATF7-NPFF ATG101 ATP5F1B ATP5MC2 B4GALNT1 BAZ2A BCDIN3D BCDIN3D-AS1 BIN2 BLOC1S1 BTBD10P1 C12orf54 C1QL4 CACNB3 CALCOCO1 CBX5 CCDC184 CCDC65 CCNT1 CD63 CD63-AS1 CDK2 CELA1 CERS5 CISTR CNPY2 CNPY2-AS1 COL2A1 COPZ1 COQ10A COX14 CS CSAD CSRNP2 DAZAP2 DCD DCTN2 DDIT3 DDN DDN-AS1 DDX23 DGKA DHH DIP2B DNAJC14 DNAJC22 DTX3 EIF4A1P4 EIF4B ENDOU ENSG00000199566 ENSG00000212383 ENSG00000257550 ENSG00000283536 ENSG00000285133 ENSG00000291180 ERBB3 ESPL1 ESYT1 FAIM2 FAM186A FAM186B FAM242C FIGNL2 FIGNL2-DT FKBP11 FLJ12825 FMNL3 GALNT6 GDF11 GLI1 GLS2 GLYCAM1 GPD1 GPR182 GPR84 GPR84-AS1 GSTP1P1 GTSF1 H1-7 HDAC7 HIGD1AP1 HIGD1AP9 HIGD1C HNRNPA1 HNRNPA3P10 HOTAIR HOXC-AS1 HOXC-AS2 HOXC-AS3 HOXC10 HOXC11 HOXC12 HOXC13 HOXC13-AS HOXC4 HOXC5 HOXC6 HOXC8 HOXC9 HSD17B6 HSPD1P4 IFITM3P6 IGFBP6 IKZF4 IL23A INHBC INHBE ITGA5 ITGA7 ITGB7 KANSL2 KCNH3 KIF5A KMT2D KRT1 KRT125P KRT126P KRT127P KRT128P KRT18 KRT2 KRT3 KRT4 KRT5 KRT6A KRT6B KRT6C KRT7 KRT7-AS KRT71 KRT72 KRT73 KRT73-AS1 KRT74 KRT75 KRT76 KRT77 KRT78 KRT79 KRT8 KRT80 KRT81 KRT82 KRT83 KRT84 KRT85 KRT86 KRT87P KRT88P KRT89P KRT90P LACRT LALBA LARP4 LETMD1 LIMA1 LINC00592 LINC01154 LINC02156 LINC02354 LINC02381 LINC02395 LINC02396 LINC02416 LINC02874 LMBR1L LRP1 LRP1-AS LSM6P2 MAP3K12 MARK3P1 MARS1 MBD6 MCRS1 METTL7A METTL7AP1 METTL7B MFSD5 MIP MIR1228 MIR1291 MIR1293 MIR148B MIR196A2 MIR3198-2 MIR4494 MIR4698 MIR4701 MIR615 MIR616 MIR6505 MIR6757 MIR6758 MMP19 MUCL1 MYG1 MYG1-AS1 MYL6 MYL6B MYL6B-AS1 MYO1A NAB2 NABP2 NACA NCKAP1L NCKAP5L NDUFA4L2 NEMP1 NEUROD4 NFE2 NPFF NR4A1 NR4A1AS NXPH4 OLA1P3 OR10A7 OR10AD1 OR10AE3P OR10P1 OR10U1P OR11M1P OR2AP1 OR5BJ1P OR5BK1P OR5BS1P OR5BT1P OR6C1 OR6C2 OR6C3 OR6C4 OR6C5P OR6C6 OR6C64P OR6C65 OR6C66P OR6C68 OR6C69P OR6C70 OR6C71P OR6C72P OR6C73P OR6C74 OR6C75 OR6C76 OR6C7P OR6U2P OR7A19P OR7E47P OR8S1 OR8S21P OR8T1P OR9K1P OR9K2 OR9R1P ORMDL2 OS9 PA2G4 PAN2 PARK7P1 PCBP2 PCBP2-OT1 PCED1B PCED1B-AS1 PDE1B PFDN5 PFKM PHB1P18 PHB1P19 PHC1P1 PIP4K2C PMEL POLR2KP1 POU6F1 PPIAP45 PPP1R1A PRIM1 PRKAG1 PRPF40B PRPH PRR13 PSMB3P1 PTGES3 PYM1 R3HDM2 R3HDM2-DT RAB5B RACGAP1 RAPGEF3 RARG RBMS2 RDH16 RDH5 RHEBL1 RN7SKP289 RN7SL390P RN7SL519P RN7SL744P RN7SL809P RND1 RNF41 RNU6-1093P RNU6-1203P RNU6-1273P RNU6-199P RNU6-238P RNU6-333P RNU6-343P RNU6-574P RNU6-600P RNU6-769P RNU6-834P RNU6-879P RNU6-87P RNU6-940P RNU6-950P RNU7-40P RPAP3 RPAP3-DT RPL13AP21 RPL13AP23 RPL31P51 RPL32P27 RPL35AP28 RPL35AP29 RPL41 RPL7P41 RPS10P20 RPS26 SARNP SCAT2 SCN8A SDR9C7 SENP1 SHMT2 SLC11A2 SLC26A10P SLC38A1 SLC38A2 SLC38A2-AS1 SLC38A4 SLC38A4-AS1 SLC39A5 SLC48A1 SLC4A8 SLC4A8-AS1 SMAGP SMARCC2 SMARCD1 SMIM41 SMUG1 SNORA2A SNORA2B SNORA2C SNORD59A SOAT2 SP1 SP7 SPATS2 SPRYD3 SPRYD4 STAC3 STAT2 STAT6 STBD1P1 SUOX TAC3 TAMALIN TARBP2 TESPA1 TEX49 TFCP2 TIMELESS TMBIM6 TMDD1 TMEM106C TMEM198B TMPRSS12 TNS2 TNS2-AS1 TROAP TROAP-AS1 TUBA1A TUBA1B TUBA1B-AS1 TUBA1C VDAC1P5 VDR VTI1BP3 WNT1 WNT10B ZBTB39 ZC3H10 ZNF385A ZNF641 ZNF740 chr12q14 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr12q14 AGAP2 AGAP2-AS1 APOOP3 ATP23 ATP6V1E1P3 AVIL AVPR1A C12orf56 CAND1 CDK4 CTDSP2 CYP27B1 DPY19L2 DUX4L52 EEF1AKMT3 ENSG00000237176 ENSG00000238440 ENSG00000245651 ENSG00000258231 ENSG00000273805 GAPDHP44 GGTA2P GIHCG GNS GRIP1 HELB HMGA2 HMGA2-AS1 HNRNPA1P69 IRAK3 KICS2 KLF17P1 KRT18P60 KRT8P19 LDHAL6CP LEMD3 LINC01465 LINC02231 LINC02388 LINC02389 LINC02403 LINC02425 LINC02448 LINC02454 LINC03056 LLPH LLPH-DT LRIG3 LRIG3-DT MARCHF9 METTL1 MIR26A2 MIR548C MIR548Z MIR6074 MIR6125 MIR6502 MIR6759 MIRLET7I MIRLET7IHG MON2 MON2-AS1 MSRB3 MSRB3-AS1 OOEPP2 OSBPL9P4 OSBPL9P5 PABPC1P4 PCNPP3 PDCL3P7 PPM1H RAB11AP2 RASSF3 RASSF3-DT RBMS1P1 RN7SKP166 RN7SKP65 RNA5SP362 RNU1-83P RNU4-20P RNU5A-7P RNU6-1009P RNU6-1083P RNU6-166P RNU6-279P RNU6-399P RNU6-595P RNU6-871P RNU6ATAC42P RPL14P1 RPL21P103 RPL21P104 RPL21P18 RPL32P26 RPL36AP41 RPL7P39 RPS27P24 RPS3P6 RPS6P22 RPSAP52 RSL24D1P5 RXYLT1 RXYLT1-AS1 SLC16A7 SNORD83 SRGAP1 TAFA2 TBC1D30 TBK1 TMBIM4 TSFM TSPAN31 USP15 WIF1 XPOT chr12q15 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr12q15 ATP5PDP4 BEST3 C1GALT1P1 CCT2 CNOT2 CPM CPSF6 DYRK2 ENSG00000247131 FAHD2P1 FRS2 HNRNPA1P70 IFNG IFNG-AS1 IL22 IL26 KCNMB4 KRT8P39 LINC01479 LINC02373 LINC02384 LINC02408 LINC02420 LINC02421 LINC02442 LINC02821 LRRC10 LYZ MDM1 MDM2 MIR1279 MIR3913-1 MIR3913-2 MRPL40P1 MYRFL NTAN1P3 NUP107 NUP107-DT PRANCR PRELID2P1 PTPRB PTPRR RAB3IP RAP1B RN7SL804P RNU4-65P RNU7-4P RPL10P12 RPL39P28 RPL7P42 RPS26P45 RPSAP12 SLC35E3 SNORA70G SZRD1P1 YEATS4 chr12q21 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr12q21 ACSS3 AKIRIN1P1 ALX1 ATP2B1 ATP2B1-AS1 ATXN7L3B BBS10 BRWD1P2 BTG1 BTG1-DT C12orf29 C12orf50 CAPS2 CAPS2-AS1 CCDC59 CCER1 CCNG2P1 CENPCP1 CEP290 CHCHD3P2 CSRP2 CYCSP30 DCN DUSP6 E2F7 ENSG00000212461 ENSG00000257526 ENSG00000257787 ENSG00000289218 ENSG00000289309 EPYC GALNT4 GLIPR1 GLIPR1-AS1 GLIPR1L1 GLIPR1L2 H3P35 KCNC2 KERA KITLG KRR1 LGR5 LIN7A LINC00615 LINC01490 LINC01619 LINC02258 LINC02392 LINC02394 LINC02399 LINC02404 LINC02424 LINC02426 LINC02444 LINC02445 LINC02458 LINC02464 LINC02820 LINC02822 LINC02823 LINC02882 LNCOG LOC124900319 LRRIQ1 LUM METTL25 MGAT4C MIR1252 MIR4699 MIR617 MIR618 MKRN9P MRPL2P1 MRPS6P4 MRS2P2 MYF5 MYF6 NAP1L1 NAV3 NOP56P3 NTS OSBPL8 OTOGL PAWR PHLDA1 PHLDA1-AS1 PHLDA1-DT POC1B POC1B-AS1 POC1B-GALNT4 PPFIA2 PPFIA2-AS1 PPP1R12A PPP1R12A-AS1 PPP1R12A-AS2 PRXL2AP1 PTPRQ RAB21 RASSF9 RN7SKP172 RN7SKP261 RN7SL734P RNA5SP363 RNA5SP364 RNA5SP365 RNU1-117P RNU6-1012P RNU6-1271P RNU6-148P RNU6-977P RNU7-106P RNU7-120P RPL10P13 RPL21P106 RPL21P98 RPL23AP68 RPL31P48 RPL6P25 RPL7AP9 RPL7P38 RPL7P43 RPS4XP15 SLC6A15 SNORA70 SNRPGP20 SYT1 TBC1D15 THAP2 TMEM19 TMTC2 TMTC3 TPH2 TRHDE TRHDE-AS1 TSPAN19 TSPAN8 VENTXP3 YWHAQP7 ZDHHC17 ZFC3H1 chr12q22 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr12q22 CBX3P5 CEP83 CEP83-DT CLLU1 CLLU1-AS1 CRADD CRADD-AS1 DPPA3P5 EEA1 ENSG00000201502 ENSG00000257283 ENSG00000257746 FGD6 HNRNPA1P50 KRT19P2 LINC02391 LINC02397 LINC02412 LINC02413 LNCHR1 LSM3P2 METAP2 MIR331 MIR3685 MIR492 MIR5700 MIR7844 MRPL42 MTCH2P2 NACAP8 NDUFA12 NR2C1 NSA2P2 NTN4 NUDT4 PGAM1P5 PLEKHG7 PLXNC1 RBMS2P1 RN7SKP263 RN7SL330P RN7SL483P RN7SL630P RN7SL737P RNU6-1329P RNU6-247P RNU6-735P RNU6-808P RPL29P26 RPL41P5 SOCS2 SOCS2-AS1 SUCLG2P2 TMCC3 UBE2N USP44 VEZT chr12q23 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr12q23 ABTB3 ACTR6 ALDH1L2 AMDHD1 ANKS1B ANO4 APAF1 APPL2 ARL1 ASCL1 ASCL4 BLTP3B C12orf42 C12orf42-AS1 C12orf75 C12orf75-AS1 CASC18 CCDC38 CDK17 CFAP54 CHPT1 CHST11 CKAP4 CMKLR1 CRY1 DEPDC4 DRAM1 EEF1A1P33 EEF1B2P4 EID3 ELK3 ENSG00000200897 ENSG00000257545 ENSG00000257711 ENSG00000258039 ENSG00000258308 FICD GARIN6 GAS2L3 GLT8D2 GNPTAB GOLGA2P5 HAL HCFC2 HELLPAR HSP90B1 HSPE1P4 IGF1 IKBIP ISCU KRT18P20 LINC00485 LINC01498 LINC02385 LINC02401 LINC02409 LINC02410 LINC02452 LINC02453 LINC02456 LOC124900318 LTA4H MIR1251 MIR135A2 MIR1827 MIR3652 MIR3922 MIR4303 MIR4495 MTERF2 MYBPC1 NEDD1 NENFP2 NFYB NOPCHAP1 NR1H4 NT5DC3 NUAK1 NUP37 PAFAH1B2P2 PAH PARPBP PIGAP1 PMCH POLR3B PPIAP8 PRDM4 PRDM4-AS1 PWP1 RFX4 RIC8B RMST RN7SKP11 RN7SL176P RN7SL793P RN7SL88P RNA5SP366 RNA5SP367 RNA5SP368 RNA5SP369 RNA5SP370 RNA5SP371 RNU4-24P RNU4-41P RNU5E-5P RNU6-101P RNU6-1068P RNU6-1183P RNU6-172P RNU6-36P RNU6-768P RNU7-94P RNY1P16 RPL17P38 RPL18AP3 RPL30P12 RPS27P23 RPS4XP1 SART3 SCYL2 SETP7 SLC17A8 SLC25A3 SLC41A2 SLC5A8 SLC9A7P1 SNORA53 SNRPF SNRPF-DT SNX5P2 SPIC ST13P3 STAB2 SYCP3 TCP11L2 TDG TMEM119 TMEM263 TMEM263-DT TMPO TMPO-AS1 TTC41P TXNRD1 UHRF1BP1L-DT UQCC6 UTP20 WASHC3 WASHC4 WSCD2 YPEL5P3 chr12q24 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr12q24 AACS ABCB9 ACACB ACAD10 ACADS ADAM1A ADAM1B ADGRD1 ADGRD1-AS1 AK3P6 ALDH2 ALKBH2 ANAPC5 ANAPC7 ANHX ANKLE2 ANKRD13A ARF1P2 ARL6IP4 ARPC3 ATP2A2 ATP6V0A2 ATXN2 ATXN2-AS B3GNT4 BCL7A BICDL1 BRAP BRI3BP C12orf43 C12orf76 CABP1 CABP1-DT CAMKK2 CCDC60 CCDC62 CCDC63 CCDC92 CDK2AP1 CFAP251 CFAP73 CHFR CHFR-DT CIT CLIC1P1 CLIP1 CLIP1-AS1 COPS5P2 COQ5 CORO1C COX6A1 CUX2 DAO DDX51 DDX54 DDX55 DENR DHX37 DIABLO DNAH10 DNAH10OS DTX1 DYNLL1 DYNLL1P4 EIF2B1 ELOCP32 ENSG00000200112 ENSG00000201042 ENSG00000202335 ENSG00000214650 ENSG00000252459 ENSG00000256001 ENSG00000256286 ENSG00000256732 ENSG00000256884 ENSG00000257279 ENSG00000273499 ENSG00000284934 ENSG00000286462 ENSG00000288623 ENSG00000289940 EP400 EP400P1 ERP29 FAM216A FAM222A FAM222A-AS1 FAM32EP FBRSL1 FBXO21 FBXW8 FOXN4 FZD10 FZD10-AS1 GALNT9 GALNT9-AS1 GATC GCN1 GIT2 GLT1D1 GLTP GLULP5 GOLGA3 GPN3 GTF2H3 HAUS8P1 HCAR1 HCAR2 HCAR3 HECTD4 HIP1R HMGA1P3 HNF1A HNF1A-AS1 HPD HRK HSPA8P14 HSPB8 HSPE1P20 HVCN1 IFITM3P5 IFT81 IL31 IMMP1LP2 IQCD KCTD10 KDM2B KDM2B-DT KMT5A KNTC1 KSR2 LHX5 LHX5-AS1 LINC00173 LINC00507 LINC00508 LINC00934 LINC00939 LINC00943 LINC00944 LINC01089 LINC01234 LINC01257 LINC01404 LINC01405 LINC01486 LINC02347 LINC02350 LINC02356 LINC02359 LINC02361 LINC02368 LINC02369 LINC02370 LINC02372 LINC02375 LINC02376 LINC02393 LINC02405 LINC02411 LINC02414 LINC02415 LINC02418 LINC02419 LINC02423 LINC02439 LINC02440 LINC02441 LINC02457 LINC02459 LINC02460 LINC02463 LINC02824 LINC02825 LINC02826 LINC02985 LINC03088 LOC101928416 LOC124903094 LRCOL1 LRRC43 MAP1LC3B2 MAPKAPK5 MAPKAPK5-AS1 MED13L MIR1178 MIR1302-1 MIR3612 MIR3657 MIR3908 MIR4304 MIR4472-2 MIR4496 MIR4497 MIR4498 MIR4700 MIR5188 MIR619 MIR620 MIR6760 MIR6761 MIR6762 MIR6763 MIR6861 MIR6880 MIR7106 MIR7107 MIR8072 MLEC MLXIP MMAB MMP17 MORN3 MPHOSPH9 MSI1 MTRFR MVK MYL2 MYO1H NAA25 NANOGNBP2 NCOR2 NDUFA5P6 NLRP9P1 NME2P1 NOC4L NOS1 NRAV OAS1 OAS2 OAS3 OASL OASL2P OGFOD2 ORAI1 OSTF1P1 P2RX2 P2RX4 P2RX7 PCNPP1 PEBP1 PGAM5 PHETA1 PITPNM2 PITPNM2-AS1 PIWIL1 PLA2G1B PLBD2 POLE POP5 PPDPFP2 PPP1CC PPTC7 PRKAB1 PSMD9 PTP4A1P2 PTPN11 PUS1 PUS1-AS1 PXMP2 PXN PXN-AS1 RAB35 RAB35-AS1 RAD9B RAN RASAL1 RBISP3 RBM19 RFC5 RFLNA RHOF RILPL1 RILPL2 RIMBP2 RITA1 RN7SKP197 RN7SKP216 RN7SKP250 RN7SKP71 RN7SL387P RN7SL441P RN7SL508P RN7SL769P RN7SL865P RNA5SP372 RNA5SP373 RNA5SP374 RNA5SP375 RNA5SP376 RNA5SP377 RNA5SP378 RNA5SP379 RNF10 RNF34 RNFT2 RNU1-104P RNU4-1 RNU4-2 RNU4-32P RNU4ATAC12P RNU6-1004P RNU6-1017P RNU6-1077P RNU6-1088P RNU6-1188P RNU6-327P RNU6-361P RNU6-558P RNU6-717P RNU6-927P RNU7-169P RNU7-170P RPH3A RPL11P5 RPL12P33 RPL17P37 RPL21P1 RPL22P19 RPL23AP67 RPL27P12 RPL29P24 RPL29P25 RPL31P49 RPL31P52 RPL35AP30 RPL36P15 RPL6 RPL7AP60 RPLP0 RPS11P5 RPS15AP32 RPS20P31 RPS27P25 RPS2P41 RPS2P5 RPS6P20 RPS6P21 RSRC2 SBNO1 SBNO1-AS1 SCARB1 SDS SDSL SELPLG SETD1B SFSWAP SH2B3 SIRT4 SLC15A4 SLC25A3P2 SLC8B1 SNORA49 SNORA70 SNORA9B SNRNP35 SNRPGP18 SPPL3 SPRING1 SRRM4 SRSF9 SSH1 STX2 SUDS3 SVOP TAOK3 TBX3 TBX3-AS1 TBX5 TBX5-AS1 TCHP TCTN1 TCTN2 TESC TESC-AS1 THRIL TMED2 TMED2-DT TMEM116 TMEM120B TMEM132B TMEM132C TMEM132D TMEM132D-AS1 TMEM132D-AS2 TMEM233 TPCN1 TRAFD1 TRIAP1 TRPV4 UBA52P7 UBC UBE3B ULK1 UNC119B UNG USP30 USP30-AS1 VPS29 VPS33A VPS37B VSIG10 WSB2 ZCCHC8 ZNF10 ZNF140 ZNF26 ZNF268 ZNF605 ZNF664 ZNF84 ZNF84-DT ZNF891 chr13q11 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr13q11 ANKRD20A9P BNIP3P7 CNN2P12 CYP4F34P FAM207BP FAM230C FEM1AP4 GGT4P GXYLT1P1 IGSF3P1 KMT5AP1 LINC00328-2P LINC00349 LINC00387 LINC00388 LOC124903275 LONRF2P2 RHOT1P3 RNU6-55P RNU6-76P SNX18P26 SNX19P2 TERF1P5 ZNF962P ZNF965P chr13q12 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr13q12 ALOX5AP AMER2 ANKRD20A10P ANKRD20A19P ANKRD26P3 ANKRD26P4 ATP12A ATP5F1EP2 ATP8A2 ATP8A2P3 B3GLCT BASP1P1 C1QTNF9 C1QTNF9-AS1 C1QTNF9B CCNQP3 CDK8 CDX2 CENPIP1 CENPJ CHCHD2P8 CNOT4P1 CRYL1 CYCSP32 CYCSP33 CYP51A1P2 DDX39AP1 EEF1A1P3 EEF1AKMT1 EIF4A1P7 ELOBP1 ENSG00000238185 ENSG00000287376 ENSG00000289125 ENSG00000290911 ESRRAP1 ESRRAP2 FGF9 FGFR1OP2P1 FLT1 FLT3 FNTAP2 FTH1P7 GAPDHP52 GAPDHP69 GJA3 GJB2 GJB6 GOLM2P1 GPR12 GRK6P1 GSX1 GTF2IP3 GTF3A H2BP6 HMGA1P6 HMGB1 HNRNPA1P30 HSPH1 IFT88 IL17D IPMKP1 IPO7P2 IPPKP1 IRX1P1 KATNAL1 KATNBL1P1 KRR1P1 LATS2 LATS2-AS1 LINC00297 LINC00327 LINC00350 LINC00352 LINC00362 LINC00365 LINC00384 LINC00385 LINC00398 LINC00408 LINC00412 LINC00415 LINC00421 LINC00424 LINC00426 LINC00427 LINC00442 LINC00463 LINC00539 LINC00540 LINC00543 LINC00544 LINC00545 LINC00556 LINC00566 LINC00572 LINC00621 LINC01046 LINC01053 LINC01058 LINC01066 LINC01072 LINC01076 LINC01079 LINC02340 LNX2 LSP1P1 MEDAG MFAP1P1 MICU2 MIPEP MIPEPP3 MIR2276 MIR4499 MPHOSPH8 MRPL3P1 MRPL57 MRPS31P2 MTCO3P2 MTIF3 MTMR6 MTND3P1 MTUS2 MTUS2-AS1 MTUS2-AS2 NME1P1 NPM1P4 NUP58 NUS1P2 NUS1P3 PABPC3 PAN3 PAN3-AS1 PARP4 PARP4P2 PCOTH PDX1 PHF2P2 PLUT POLR1D POM121L13P POMP PPIAP27 PPIAP28 PRDX2P1 PRUNEP1 PSPC1 PSPC1-AS2 PSPC1P1 PSPC1P2 PTPN2P2 RANP8 RASL11A RBM22P2 RFESDP1 RN7SL166P RN7SL272P RN7SL741P RN7SL766P RNA5SP24 RNA5SP25 RNF17 RNF6 RNU2-7P RNU4-9P RNU6-53P RNU6-58P RNU6-59P RNU6-63P RNU6-64P RNU6-70P RNU6-73P RNU6-78P RNU6-82P RNY1P1 RNY1P3 RNY1P7 RNY3P4 RPL21 RPL23AP69 RPL26P34 RPL34P27 RPL7AP73 RPLP1P13 RPS12P23 RPS20P32 RPS21P8 RPS3AP44 RPS7P10 RPSAP54 SACS SACS-AS1 SAP18 SDAD1P4 SGCG SHISA2 SKA3 SLC25A15P2 SLC25A15P3 SLC35E1P1 SLC46A3 SLC7A1 SMPD4P2 SNORA27 SNORD102 SNORD27 SPATA13 SPATA13-AS1 ST6GALNAC4P1 TATDN2P3 TEX26 TEX26-AS1 THAP12P6 TIMM8BP1 TNFRSF19 TPTE2 TPTE2P1 TPTE2P6 TUBA3C UBE2L5 UBL3 URAD USP12 USP12-AS1 USP12-DT USP24P1 USPL1 WASF3 WASF3-AS1 WDR95P XPO4 ZDHHC20 ZDHHC20-IT1 ZMYM2 ZMYM5 chr13q13 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr13q13 ALG5 ANKRD26P2 ARL2BPP3 ATP8A2P2 BRCA2 CCDC169 CCDC169-SOHLH2 CCNA1 CSNK1A1L DCLK1 EEF1DP3 EIF4A1P5 ENSG00000199196 ENSG00000212293 ENSG00000289381 EXOSC8 FREM2 FREM2-AS1 FRY FRY-AS1 GAMTP2 GAPDHP34 H2ACP1 HSPD1P9 IFIT1P1 KL LAMTOR3P1 LINC00366 LINC00423 LINC00437 LINC00445 LINC00457 LINC00547 LINC00571 LINC01048 LINC02334 LINC02343 LINC02344 MAB21L1 N4BP2L1 N4BP2L2 N4BP2L2-IT2 NBEA NDE1P2 NHLRC3 NXT1P1 PDS5B PHB1P13 PLA2G12AP2 POSTN PRDX3P3 PROSER1 RFC3 RFXAP RN7SKP1 RNA5SP26 RNU5A-4P RNU6-56P RNU6-71P RNY1P4 RPL29P28 RPS12P24 RXFP2 SCAND3P1 SERTM1 SMAD9 SMAD9-IT1 SOHLH2 SPART SPART-AS1 STARD13 STARD13-AS STARD13-IT1 STOML3 SUPT20H TCEAL4P1 TOMM22P3 TRPC4 UFM1 VDAC1P12 ZAR1L chr13q14 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr13q14 ABITRAMP1 AKAP11 AKR1B1P4 ALG11 ARL11 ATP5PBP1 ATP7B AZU1P1 C13orf42 CAB39L CALM2P3 CBY2 CCDC122 CCDC70 CDADC1 CDKN2AIPNLP3 CHCHD2P11 CKAP2 CKAP2-DT CNMD COG3 COG6 COX17P1 COX4I1P2 COX7CP1 CPB2 CPB2-AS1 CTAGE10P CTAGE3P CYCSP34 CYSLTR2 DGKH DGKZP1 DHRS12 DLEU1 DLEU2 DLEU7 DNAJC15 EBPL ELF1 ENOX1 ENOX1-AS1 ENOX1-AS2 ENSG00000273523 ENSG00000278390 ENSG00000288598 ENSG00000288743 ENSG00000290704 EPSTI1 ERICH6B ESD FABP3P2 FABP5P2 FAM124A FAM216B FHP1 FKBP1AP3 FNDC3A FOXO1 GNG5P5 GPALPP1 GTF2F2 GUCY1B2 HNRNPA1L2 HTR2A HTR2A-AS1 INTS6 INTS6-AS1 ITM2B KARS1P1 KBTBD6 KBTBD7 KCNRG KCTD4 KPNA3 LACC1 LCP1 LHFPL6 LINC00330 LINC00332 LINC00345 LINC00390 LINC00400 LINC00407 LINC00428 LINC00458 LINC00462 LINC00558 LINC00562 LINC00563 LINC00598 LINC01050 LINC01055 LINC01065 LINC01077 LINC01198 LINC02333 LINC02341 LINC02938 LPAR6 LRCH1 LRRC63 MAPK6P3 MED4 MED4-AS1 MIR1297 MIR15A MIR16-1 MIR3168 MIR320D1 MIR3613 MIR4305 MIR4703 MIR5006 MIR5693 MIR621 MIR759 MIR8079 MLNR MORF4L1P4 MRPS31 MRPS31P4 MRPS31P5 MTRF1 NAA16 NAP1L4P3 NEK3 NEK5 NRAD1 NUDT15 NUFIP1 OGFOD1P1 OLFM4 OR7E101P OR7E155P OR7E36P OR7E37P PCDH8 PCDH8P1 PCNPP5 PHF11 POLR2KP2 PPIAP25 PPIAP26 PPP1R26P1 PPP1R2P4 PRELID3BP2 PSME2P2 RAC1P3 RAD17P2 RB1 RB1-DT RCBTB1 RCBTB2 RCN1P2 RGCC RGS17P1 RLIMP1 RN7SKP2 RN7SKP3 RN7SKP4 RN7SKP5 RN7SL288P RN7SL320P RN7SL413P RN7SL49P RN7SL515P RN7SL597P RN7SL618P RN7SL700P RNA5SP27 RNA5SP28 RNA5SP29 RNASEH2B RNASEH2B-AS1 RNU2-6P RNU6-57P RNU6-60P RNU6-65P RNU6-68P RNU6-74P RNY1P6 RNY3P2 RNY3P9 RNY4P14 RNY4P24 RNY4P30 RNY4P9 RPL13AP25 RPL17P51 RPL18P10 RPL27AP8 RPL34P26 RPL36P19 RPL5P31 RPS28P8 RPS4XP16 RUBCNL SERP2 SERPINE3 SETDB2 SIAH3 SLC25A15 SLC25A30 SLC25A30-AS1 SMARCE1P5 SMIM2 SMIM2-AS1 SMIM2-IT1 SNORA31 SNORA31B SNORD116 SNRPGP11 SNRPGP14 SPRYD7 ST13P4 SUCLA2 SUCLA2-AS1 SUGT1 SUGT1-DT SUGT1P3 THSD1 THSD1P1 TIMM9P3 TMEM272 TNFSF11 TPT1 TPT1-AS1 TPTE2P2 TPTE2P3 TPTE2P5 TRIM13 TSC22D1 TSC22D1-AS1 TUBBP2 TUSC8 UTP14C VPS36 VWA8 VWA8-AS1 WBP4 WDFY2 ZC3H13 ZDHHC4P1 ZNF646P1 chr13q21 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr13q21 ATXN8OS BCRP9 BORA CTAGE16P DACH1 DIAPH3 DIAPH3-AS1 DIAPH3-AS2 DIS3 DNAJA1P1 EIF4A1P6 ELL2P3 ENSG00000199282 ENSG00000212377 ENSG00000237378 ENSG00000277047 ENSG00000285566 ENSG00000286469 ENSG00000286820 ENSG00000287996 ENSG00000290964 H3P36 HMGN2P39 HNF4GP1 HNRNPA1P18 HNRNPA3P5 KLHL1 LGMNP1 LINC00348 LINC00355 LINC00358 LINC00364 LINC00374 LINC00376 LINC00378 LINC00383 LINC00395 LINC00434 LINC00448 LINC00459 LINC00550 LINC01052 LINC01074 LINC01075 LINC01442 LINC02335 LINC02338 LINC02339 LINC02342 MIR3169 MIR4704 MIR5007 MIR548X2 MTCL1P1 MTCO2P3 MZT1 NFYAP1 NPM1P22 OR7E104P OR7E111P OR7E156P OR7E33P PCDH17 PCDH20 PCDH9 PCDH9-AS1 PCDH9-AS2 PCDH9-AS3 PCDH9-AS4 PIBF1 POLR3KP1 PPP1R2P10 PRR20A PRR20B PRR20C PRR20D PRR20E PRR20FP PSMC1P13 RABEPKP1 RAC1P8 RN7SKP6 RN7SL375P RN7SL761P RNA5SP30 RNA5SP31 RNU6-54P RNU6-80P RNU6-81P RNU7-87P RNU7-88P RNY3P10 RNY3P5 RNY4P28 RNY4P29 RPL12P34 RPL18AP17 RPL21P109 RPL21P110 RPL31P53 RPL32P28 RPL35AP31 RPL37P21 RPP40P2 RPS10P21 RPS3AP52 RPSAP53 SLC25A5P4 SNRPFP3 SPATA2P1 SQSTM1P1 SRSF1P1 STARP1 TARDBPP2 TDRD3 TRIM60P19 ZDHHC20P4 chr13q22 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr13q22 ACOD1 BTF3P11 CLN5 COMMD6 CTAGE11P DHX9P1 EDNRB EDNRB-AS1 ELOCP23 ENSG00000177596 ENSG00000285572 ENSG00000285746 ENSG00000286330 ENSG00000288716 FABP5P1 FAM204CP FBXL3 KCTD12 KLF12 KLF5 LINC00347 LINC00381 LINC00392 LINC00393 LINC00402 LINC00446 LINC00561 LINC01034 LINC01069 LINC01078 LMO7 LMO7-AS1 LMO7DN LMO7DN-IT1 MARK2P12 MIR3665 MYCBP2 MYCBP2-AS1 MYCBP2-AS2 OBI1-AS1 PSMD10P3 RIOK3P1 RN7SL571P RN7SL810P RNU4-10P RNU6-38P RNU6-66P RNU6-79P RNY1P5 RNY1P8 RNY3P3 RNY3P7 RPL21P108 RPL31P54 RPL7P44 SCEL SCEL-AS1 SLAIN1 SPTLC1P5 SRGNP1 SSR1P2 TBC1D4 UCHL3 chr13q31 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr13q31 ARF4P4 BCAS2P3 BRK1P2 CCT5P2 DDX6P2 DPPA3P3 ENSG00000200733 ENSG00000271776 ENSG00000287159 FABP5P4 FAR1P1 GPC5 GPC5-AS1 GPC5-AS2 GPC5-IT1 GPC6 GPC6-AS1 GPC6-AS2 GRPEL2P1 GYG1P2 HIGD1AP2 HNRNPA1P29 HNRNPA1P31 HSPD1P8 KRT18P27 LIN28AP2 LINC00331 LINC00333 LINC00351 LINC00353 LINC00363 LINC00373 LINC00375 LINC00377 LINC00379 LINC00380 LINC00382 LINC00397 LINC00410 LINC00430 LINC00433 LINC00440 LINC00559 LINC00560 LINC00564 LINC01038 LINC01040 LINC01047 LINC01049 LINC01068 LINC01080 LINC02336 MIR17 MIR17HG MIR18A MIR19A MIR19B1 MIR20A MIR4500 MIR4500HG MIR548AS MIR622 MIR92A1 MOB1AP1 MTND4P1 MTND5P3 NDFIP2 NDFIP2-AS1 NIPA2P5 OBI1 PEX12P1 POU4F1 PPIAP23 PTMAP5 PWWP2AP1 RBM26 RBM26-AS1 RNA5SP33 RNA5SP34 RNA5SP35 RNU4ATAC3P RNU6-61P RNU6-67P RNU6-75P RNU6-77P RPL21P111 RPL29P29 RPL7L1P1 SLITRK1 SLITRK5 SLITRK6 SP3P SPRY2 TET1P1 TRIM60P13 TXNL1P1 UBBP5 UBE2D3P4 VENTXP2 chr13q32 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr13q32 ABCC4 AMMECR1LP1 ARF4P3 ASNSP3 BRD7P5 CALM2P4 CCR12P CFL1P8 CLDN10 CLDN10-AS1 CLYBL CLYBL-AS1 CLYBL-AS2 COX5BP6 CYCSP35 DCT DNAJC3 DNAJC3-DT DOCK9 DOCK9-AS1 DOCK9-DT DZIP1 FARP1 FARP1-AS1 FTLP8 GAPDHP22 GGACT GPR18 GPR180 GPR183 H2AZP3 HMGB3P4 HMGN1P24 HS6ST3 HSP90AB6P IPO5 LINC00391 LINC00411 LINC00449 LINC00456 LINC00554 LINC00557 LINC01039 LINC01232 MBNL2 MEMO1P5 MIR3170 MIR4306 MIR4501 MIR623 MTCYBP3 MTND5P2 MTND6P18 NALCN-AS1 NDUFA12P1 NUS1P4 OXGR1 PCCA PCCA-AS1 PCCA-DT PSMA6P4 RAP2A RN7SKP7 RN7SKP8 RN7SKP9 RN7SL164P RN7SL585P RN7SL60P RNA5SP36 RNA5SP37 RNF113B RNU6-62P RNU6-83P RNY3P8 RNY4P27 RPL15P18 RPL21P112 RPL7AP61 RPL7L1P12 RPS26P47 RPS6P23 SLC15A1 SOX21 SOX21-AS1 STK24 STK24-AS1 TGDS TM9SF2 TMTC4 TULP3P1 UBAC2 UBAC2-AS1 UGGT2 ZIC2 ZIC5 chr13q33 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr13q33 ABHD13 ARGLU1 ATP5MC1P5 ATP6V1G1P7 BIVM BIVM-ERCC5 CCDC168 DAOA DAOA-AS1 EFNB2 ENSG00000286929 ENSG00000287734 ERCC5 FGF14 FGF14-AS1 FGF14-AS2 FGF14-IT1 HCFC2P1 HMGB3P7 ITGBL1 LIG4 LINC00343 LINC00370 LINC00399 LINC00443 LINC00460 LINC00551 LINC00555 LINC01067 LINC01309 LINC03061 LIPT1P1 METTL21C METTL21EP MIR1267 MIR2681 MIR4705 MYO16 MYO16-AS1 MYO16-AS2 NALCN NALF1 NALF1-IT1 POGLUT2 PPIAP24 RNA5SP38 RNA5SP39 RNU1-24P RNY1P2 RPL35P9 RPL39P29 RPL7P45 SLC10A2 SNORD31B TEX30 TNFSF13B TPP2 chr13q34 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr13q34 ADPRHL1 ANKRD10 ANKRD10-IT1 ARHGEF7 ARHGEF7-AS1 ARHGEF7-AS2 ARHGEF7-IT1 ATP11A ATP11A-AS1 ATP11AUN ATP4B C13orf46 CARS2 CDC16 CFAP97D2 CHAMP1 CLCP2 COL4A1 COL4A2 COL4A2-AS1 COL4A2-AS2 CUL4A DCUN1D2 DCUN1D2-AS ENSG00000200072 ENSG00000283828 F10 F10-AS1 F7 GAS6 GAS6-AS1 GAS6-DT GRK1 GRTP1 GRTP1-AS1 ING1 IRS2 KARS1P2 LAMP1 LDHBP1 LINC00354 LINC00368 LINC00396 LINC00404 LINC00431 LINC00452 LINC00454 LINC00552 LINC00567 LINC00676 LINC01043 LINC01044 LINC01054 LINC01070 LINC02337 LINC03032 LINC03082 MCF2L MCF2L-AS1 MIR4502 MIR548AR MIR8073 MIR8075 NAXD NAXD-AS1 PARP1P1 PCID2 PRECSIT PROZ RAB20 RASA3 RASA3-IT1 RN7SKP10 RN7SL783P RNU1-16P RPL21P107 RPL23AP97 SOX1 SOX1-OT SPACA7 SPACA7BP SWINGN TEX29 TFDP1 TMCO3 TMEM255B TUBGCP3 UPF3A chr14q11 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr14q11 ABHD4 ACIN1 AJUBA AJUBA-DT ANG AP1G2 AP1G2-AS1 APEX1 ARHGAP42P4 ARHGAP42P5 ARHGEF40 ARL6IP1P1 BCL2L2 BCL2L2-PABPN1 BMS1P17 BNIP3P6 BRD7P1 C14orf119 C14orf93 CARMIL3 CCNB1IP1 CDH24 CDRT15P13 CEBPE CHD8 CIROP CKAP2P1 CMTM5 CPNE6 DAD1 DHRS2 DHRS4 DHRS4-AS1 DHRS4L1 DHRS4L2 DUXAP10 DUXAP9 EDDM3A EDDM3B EDDM3DP EFS EGILA EIF4EBP1P1 ENSG00000212302 ENSG00000258471 ENSG00000275563 ENSG00000288795 GRAMD4P3 GRAMD4P4 GTF2IP22 H3P37 HAUS4 HNRNPC HOMEZ IL25 JPH4 KLHL33 LINC00596 LINC00641 LINC01297 LINC02297 LINC02332 LINC03058 LOC105370409 LRP10 MED15P1 MED15P6 METTL17 METTL3 MIR208A MIR208B MIR4707 MIR6717 MMP14 MRPL52 MYH6 MYH7 NBEAP5 NBEAP6 NDRG2 NEK2P1 NF1P10 NF1P11 NF1P4 NF1P7 NGDN OR10G1P OR10G2 OR10G3 OR11G1P OR11G2 OR11H12 OR11H13P OR11H2 OR11H4 OR11H5P OR11H6 OR11H7 OR11K2P OR11P1P OR4E1 OR4E2 OR4H12P OR4K1 OR4K13 OR4K14 OR4K15 OR4K16P OR4K17 OR4K2 OR4K3 OR4K4P OR4K5 OR4K6P OR4L1 OR4M1 OR4N1P OR4N2 OR4N5 OR4Q2 OR4Q3 OR4T1P OR4U1P OR5AU1 OR6E1P OR6J1 OR6S1 OSGEP OXA1L OXA1L-DT PABPN1 PARP2 PCK2 PIP4P1 PNP POTEG POTEM PPP1R3E PRMT5 PRMT5-AS1 PRMT5-DT PSMB11 PSMB5 PSMB7P1 PTCD2P1 RAB2B RANBP20P RBBP4P5 RBM23 REM2 RN7SKP205 RN7SL189P RN7SL650P RNA5SP380 RNA5SP382 RNASE1 RNASE10 RNASE11 RNASE11-AS1 RNASE12 RNASE13 RNASE2 RNASE2CP RNASE3 RNASE4 RNASE6 RNASE7 RNASE8 RNASE9 RNF212B RNU6-1046P RNU6-1138P RNU6-1239P RNU6-1268P RNU6-252P RNU6-458P RPGRIP1 RPL22P20 RPL4P1 RPPH1 SALL2 SETP1 SLC22A17 SLC39A2 SLC7A7 SLC7A8 SMARCE1P3 SNORA79B SNORD126 SNORD8 SNORD9 SUPT16H TEP1 THTPA TMEM253 TOMM40P1 TOX4 TPPP2 TRAC TRAJ1 TRAJ10 TRAJ11 TRAJ12 TRAJ13 TRAJ14 TRAJ16 TRAJ17 TRAJ18 TRAJ19 TRAJ2 TRAJ20 TRAJ21 TRAJ22 TRAJ23 TRAJ24 TRAJ25 TRAJ26 TRAJ27 TRAJ28 TRAJ29 TRAJ3 TRAJ30 TRAJ31 TRAJ32 TRAJ33 TRAJ34 TRAJ35 TRAJ36 TRAJ37 TRAJ38 TRAJ39 TRAJ4 TRAJ40 TRAJ41 TRAJ42 TRAJ43 TRAJ44 TRAJ45 TRAJ46 TRAJ47 TRAJ48 TRAJ49 TRAJ5 TRAJ50 TRAJ51 TRAJ52 TRAJ53 TRAJ54 TRAJ55 TRAJ56 TRAJ57 TRAJ58 TRAJ59 TRAJ6 TRAJ60 TRAJ61 TRAJ7 TRAJ8 TRAJ9 TRAV1-1 TRAV1-2 TRAV10 TRAV11 TRAV12-1 TRAV12-2 TRAV12-3 TRAV13-1 TRAV13-2 TRAV14DV4 TRAV15 TRAV16 TRAV17 TRAV18 TRAV19 TRAV2 TRAV20 TRAV21 TRAV22 TRAV23DV6 TRAV24 TRAV25 TRAV26-1 TRAV26-2 TRAV27 TRAV28 TRAV29DV5 TRAV3 TRAV30 TRAV31 TRAV32 TRAV33 TRAV34 TRAV35 TRAV36DV7 TRAV37 TRAV38-1 TRAV38-2DV8 TRAV39 TRAV4 TRAV40 TRAV41 TRAV5 TRAV6 TRAV7 TRAV8-1 TRAV8-2 TRAV8-3 TRAV8-4 TRAV8-5 TRAV8-6 TRAV8-7 TRAV9-1 TRAV9-2 TRD-AS1 TRDC TRDD1 TRDD2 TRDD3 TRDJ1 TRDJ2 TRDJ3 TRDJ4 TRDV1 TRDV2 TRDV3 TTC5 UBE2NP1 ZFHX2 ZFHX2-AS1 ZNF219 chr14q12 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr14q12 ADCY4 AKAP6 AP4S1 ARHGAP5 ARHGAP5-AS1 ATP5MC1P2 BNIP3P1 BTF3P2 CBLN3 CHMP4A CIDEB CMA1 COCH CTSG CYB5AP5 DCAF11 DHRS1 DTD2 EIF4A1P12 EMC9 ENSG00000212270 ENSG00000258028 ENSG00000258525 FITM1 FOXG1 FOXG1-AS1 G2E3 G2E3-AS1 GMPR2 GPR33 GZMB GZMH HEATR5A HEATR5A-DT HECTD1 HIGD1AP17 HMGN2P6 IPO4 IRF9 KHNYN KIAA1143P1 LINC00645 LINC01551 LINC02281 LINC02282 LINC02286 LINC02293 LINC02294 LINC02300 LINC02306 LINC02313 LINC02326 LINC02327 LTB4R LTB4R2 MDP1 MIR3171 MIR3171HG MIR4307 MIR4307HG MIR624 MIR7703 MTCO1P2 NEDD8 NEDD8-MDP1 NFATC4 NOP9 NOVA1 NOVA1-DT NRL NUBPL NUBPL-DT NYNRIN OR7K1P PRKD1 PSME1 PSME2 RABGGTA REC8 RIPK3 RN7SL660P RNA5SP383 RNF31 RNU11-5P RNU6-1234P RNU6-455P RNU6-541P RNU6-602P RNU6-7 RNU6-8 RNU6-864P RPL12P5 RPL21P5 RPL26P3 SCFD1 SDR39U1 STRN3 STXBP6 SYF2P1 TGM1 TINF2 TM9SF1 TSSK4 UBE2CP1 ZFAND2AP2 chr14q13 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr14q13 BAZ1A BAZ1A-AS1 BRMS1L CFL2 DNAJC8P1 DPPA3P2 DPRXP3 EAPP EGLN3 EGLN3-AS1 FAM177A1 IGBP1P1 ILF2P2 INSM2 KRT18P6 LINC00609 MBIP MIPOL1 MIR4503 MRPL57P8 NFKBIA NKX2-1 NKX2-1-AS1 NKX2-8 NPAS3 NUTF2P2 PAX9 PHKBP2 PPP2R3C PRORP PSMA6 PTCSC3 QRSL1P3 RALGAPA1 RN7SKP21 RN7SKP257 RNU1-27P RNU1-28P RNU6-1261P RNU6-273P RNU7-41P RNU7-93P RPL12P6 RPL23AP70 RPL23AP71 RPL23AP8 RPL29P3 RPL7AP3 RPL9P3 RPLP0P3 RPS19P3 RPS3AP4 SEPTIN7P1 SFTA3 SLC25A21 SLC25A21-AS1 SNX6 SPTSSA SRP54 SRP54-AS1 chr14q21 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr14q21 ARF6 ARHGAP16P ATP5MC2P2 C14orf28 CLEC14A COILP1 DMAC2L DNAAF2 DNAJC19P9 DOCK11P1 EIF4BP1 ENSG00000251858 ENSG00000258747 ENSG00000286595 FANCM FBXO33 FKBP1BP1 FKBP3 FOXA1 FSCB GEMIN2 GLRX5P3 HNRNPUP1 KLHDC1 KLHDC2 KLHL28 KRT8P1 KRT8P2 L2HGDH LINC00517 LINC00639 LINC00648 LINC00871 LINC01588 LINC02277 LINC02302 LINC02303 LINC02307 LINC02315 LRFN5 LRFN5-DT LRR1 MDGA2 MGAT2 MIA2 MIA2-AS1 MIR4504 MIR548Y MIR6076 MIS18BP1 NEMF PDLIM1P1 PNN PNN-AS1 POLE2 PPIAP4 PRPF39 PRPF39-DT RHOQP1 RN7SKP193 RN7SL1 RN7SL2 RN7SL3 RNA5SP384 RNU6-1277P RNU6-189P RNU6-297P RNU6-539P RNU6-552P RNU6-886P RNU6ATAC30P RPA2P1 RPL10L RPL13AP2 RPL18P1 RPL32P29 RPL36AL RPL7AP2 RPS15AP3 RPS29 RRAGAP1 RRAGAP1-AS1 SEC23A SEC23A-AS1 SNORD127 SNORD58 SOS2 SSTR1 STK16P1 TOGARAM1 TRAPPC6B TTC6 TUBBP3 VCPKMT YTHDF2P1 YWHAQP1 YWHAZP1 chr14q22 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr14q22 ABHD12B ABI1P1 AP5M1 ATG14 ATL1 ATP5F1CP1 BMP4 CCDC198 CDKL1 CDKN3 CGRRF1 CHMP4BP1 CNIH1 COX5AP1 COX5AP2 DDHD1 DDHD1-DT DLGAP5 ENSG00000252945 ENSG00000258803 ENSG00000258928 ENSG00000259868 ENSG00000287156 ERO1A EXOC5 FBXO34 FBXO34-AS1 FDPSP3 FERMT2 FRMD6 FRMD6-AS2 GCH1 GMFB GNG2 GNPNAT1 GPR137C HMGN1P1 KTN1 KTN1-AS1 LGALS3 LINC00519 LINC00520 LINC00640 LINC02284 LINC02319 LINC02331 LINC03059 MAP4K5 MAPK1IP1L MIR4308 MIR5580 NAA30 NID2 NIN OR7E105P OR7E106P OR7E159P OTX2 OTX2-AS1 PELI2 PSMC6 PTGDR PTGER2 PYGL RN7SL452P RN7SL461P RNA5SP385 RNU6-1204P RNU6-1291P RNU6-301P RNU6ATAC9P RPL13AP3 RPL21P6 RPL36AP1 RPL3P3 RPL7AP4 RPS3AP46 RPSAP13 RTRAF SAMD4A SAMD4A-AS1 SAV1 SETP2 SNORA70 SNRPGP1 SOCS4 STYX TBPL2 TMEM260 TMX1 TRIM9 TXNDC16 WDHD1 ZFP64P1 chr14q23 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr14q23 ACTR10 AKAP5 AKR1B1P5 ARID4A ARMH4 ATP5F1AP4 ATP6V1D C14orf39 CCDC175 CCDC196 CHURC1 CHURC1-FNTB COX4I1P1 DAAM1 DACT1 DHRS7 EIF1AXP2 EIF2S1 EIF2S2P1 ENSG00000254718 ENSG00000258926 ENSG00000274015 ESR2 FNTB FTH1P13 FUT8 FUT8-AS1 GARIN2 GCATP1 GNRHR2P1 GPHB5 GPHN GPR135 GPX2 HIF1A HIF1A-AS1 HIF1A-AS3 HMGB1P14 HNRNPCP1 HSBP1P1 HSPA2 HSPA2-AS1 HSPE1P2 JKAMP KCNH5 KIAA0586 L3HYPDH LINC00216 LINC00644 LINC01303 LINC01500 LINC02290 LINC02322 LINC02324 LINC03033 LRRC9 MAD2L1P1 MAX MIR4706 MIR4708 MIR548H1 MIR5586 MIR625 MIR7855 MNAT1 MTHFD1 NCOA4P1 NUP50P1 PALS1 PARP1P2 PCNX4 PCNX4-DT PLEKHG3 PPIAP5 PPM1A PPP1R36 PPP2R5E PRKCH PRKCH-AS1 PSMA3 PSMA3-AS1 PSMA3P1 PTBP1P RAB15 RBM8B RHOJ RN7SKP99 RN7SL598P RNU2-14P RNU6-1162P RNU6-341P RNU6-398P RNU6-597P RNU7-116P RPL17P2 RPL21P7 RPL21P8 RPL31P4 RPL31P5 RPL36AP2 RPL9P5 RPPH1-2P RPS28P1 RTN1 SALL4P7 SALRNA1 SCOCP1 SERTAD4BP SF3B4P1 SGPP1 SIX1 SIX4 SIX6 SLC35F4 SLC38A6 SNAPC1 SPTB SRMP2 SYNE2 SYT16 TEX21P TIMM9 TMEM30B TOMM20L TOMM20L-DT TRMT5 UBA52P3 WDR89 YBX1P1 ZBTB1 ZBTB25 chr14q24 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr14q24 ABCD4 ACOT1 ACOT2 ACOT4 ACOT6 ACTN1 ACTN1-DT ACYP1 ADAM20 ADAM20P1 ADAM21 ADAM21P1 ADCK1 AHSA1 ALDH6A1 ALKBH1 ANGEL1 AREL1 ARG2 BANF1P1 BATF BBOF1 BLZF2P C14orf178 CCDC177 CIPC COQ6 COX16 COX6CP11 COX7A2P1 CYCSP1 DCAF4 DCAF5 DDX18P1 DLST DNAL1 DPF3 DPPA5P4 EIF2B2 ENSG00000221060 ENSG00000258874 ENSG00000284930 ENSG00000285518 ENSG00000289583 ENTPD5 ERG28 ERH ESRRB EXD2 FAM161B FAM204DP FCF1 FLVCR2 FLVCR2-AS1 FOS FXNP1 GALNT16 GALNT16-AS1 GPATCH2L GSTZ1 GTF3AP2 H1-8P2 HEATR4 HIF1AP1 HMGN1P3 IFT43 IRF2BPL ISCA2 ISM2 JDP2 JDP2-AS1 KRT18P7 LIN52 LINC01220 LINC01269 LINC01629 LINC02274 LINC02288 LINC02289 LRRC74A LTBP2 MAGOH3P MAP3K9 MAP3K9-DT MED6 METTL5P1 MIDEAS MIDEAS-AS1 MIR1260A MIR4505 MIR4709 MIR5694 MIR7843 MLH3 NDUFB8P1 NEK9 NGB NOXRED1 NPC2 NRXN3 NT5CP1 NT5CP2 NUMB PAPLN PAPLN-AS1 PCNX1 PGF PIGH PLEK2 PLEKHD1 PLEKHH1 PNMA1 POMT2 PPIAP6 PROX2 PSEN1 PTGR2 PTTG4P RAD51B RAP1AP RBM25 RBM25-AS1 RDH11 RDH12 RGS6 RIOX1 RN7SKP17 RN7SL108P RN7SL213P RN7SL356P RN7SL369P RN7SL530P RN7SL586P RN7SL587P RN7SL683P RN7SL706P RN7SL77P RNA5SP386 RNA5SP387 RNA5SP388 RNU2-51P RNU4ATAC14P RNU6-240P RNU6-419P RNU6-659P RNU6-689P RNU6-921P RPL12P7 RPL21P10 RPL21P9 RPL22P2 RPL36P3 RPL7AP5 RPL7AP6 RPS26P48 RPS29P1 RPS2P2 RPS6KL1 RPSAP3 SAMD15 SIPA1L1 SIPA1L1-AS1 SLC10A1 SLC39A9 SLC8A3 SLIRP SMOC1 SNORD56B SNW1 SPTLC2 SRSF5 SUB1P2 SUSD6 SYNDIG1L SYNJ2BP SYNJ2BP-COX16 TGFB3 TGFB3-AS1 TMED10 TMED8 TMEM183AP4 TMEM229B TMEM63C TTC9 TTC9-DT TTLL5 VASH1 VASH1-AS1 VASH1-DT VIPAS39 VRTN VSX2 VTI1B YLPM1 ZC2HC1C ZDHHC22 ZFP36L1 ZFYVE1 ZFYVE26 ZMYND19P1 ZNF410 chr14q31 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr14q31 BHLHB9P1 CAP2P1 CEP128 DIO2 DIO2-AS1 DYNLL1P1 DYNLL1P2 EEF1A1P2 EIF3LP1 EML5 ENSAP2 ENSG00000258419 ENSG00000283627 FLRT2 FLRT2-AS1 GALC GPR65 GTF2A1 GTF2A1-AS1 HISLA HMGN2P2 KCNK10 LINC00911 LINC01147 LINC01148 LINC01467 LINC02296 LINC02301 LINC02305 LINC02308 LINC02309 LINC02311 LINC02316 LINC02328 LINC02329 LINC02330 MPPE1P1 MTCYBP27 MTND4P33 MTND5P35 NMNAT1P1 PTPN21 RNU4-22P RNU4-92P RNU6-835P RNU6-976P RNU6ATAC28P RNU7-51P RPL17P3 RPL9P6 SEL1L SHLD2P2 SNORA79 SPATA7 STON2 TSHR TTC8 UNGP3 ZC3H14 chr14q32 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr14q32 ADAM6 ADIPOR1P2 ADSS1 AHNAK2 AK7 AKT1 AMN ANKRD9 ASB2 ASPG ATG2B ATP5MC1P1 ATP5MJ ATP6V1G1P1 ATXN3 BAG5 BCL11B BDKRB1 BDKRB2 BEGAIN BRF1 BTBD6 BTBD7 C14orf132 C14orf180 CALM1 CATSPERB CCDC197 CCDC85C CCDC88C CCDC88C-DT CCNK CDC42BPB CDCA4 CEND1P1 CEP170B CHGA CHORDC2P CINP CKB CKS1BP1 CLBA1 CLMN COA8 COPDA1 COX8C CPSF2 CRIP1 CRIP2 CYB5AP3 CYP46A1 DDX24 DEGS2 DGLUCY DICER1 DICER1-AS1 DIO3 DIO3OS DLK1 DYNC1H1 EFCAB11 EIF5 EIF5-DT ELK2AP ELK2BP EML1 ENSG00000200150 ENSG00000201500 ENSG00000201710 ENSG00000202275 ENSG00000222095 ENSG00000222185 ENSG00000258460 ENSG00000258572 ENSG00000258716 ENSG00000258792 ENSG00000287346 ENSG00000287350 ENSG00000288034 ENSG00000288302 EVL EXOC3L4 FAM181A FAM181A-AS1 FAM30A FBLN5 FOXN3 FOXN3-AS1 FOXN3-AS2 GCSHP2 GLRX5 GLRXP2 GOLGA5 GON7 GPR132 GPR68 GSC GSKIP HHIPL1 HMGB3P26 HOMER2P1 HOMER2P2 HSP90AA1 IFI27 IFI27L1 IFI27L2 IGHA1 IGHA2 IGHD IGHD1-1 IGHD1-14 IGHD1-20 IGHD1-26 IGHD1-7 IGHD2-15 IGHD2-2 IGHD2-21 IGHD2-8 IGHD3-10 IGHD3-16 IGHD3-22 IGHD3-3 IGHD3-9 IGHD4-11 IGHD4-17 IGHD4-23 IGHD4-4 IGHD5-12 IGHD5-18 IGHD5-24 IGHD5-5 IGHD6-13 IGHD6-19 IGHD6-25 IGHD6-6 IGHD7-27 IGHE IGHEP1 IGHG1 IGHG2 IGHG3 IGHG4 IGHGP IGHJ1 IGHJ1P IGHJ2 IGHJ2P IGHJ3 IGHJ3P IGHJ4 IGHJ5 IGHJ6 IGHM IGHV1-12 IGHV1-14 IGHV1-17 IGHV1-18 IGHV1-2 IGHV1-24 IGHV1-3 IGHV1-45 IGHV1-46 IGHV1-58 IGHV1-67 IGHV1-68 IGHV1-69 IGHV1-69-2 IGHV1-69D IGHV2-26 IGHV2-5 IGHV2-70 IGHV2-70D IGHV3-11 IGHV3-13 IGHV3-15 IGHV3-16 IGHV3-19 IGHV3-20 IGHV3-21 IGHV3-22 IGHV3-23 IGHV3-25 IGHV3-29 IGHV3-30 IGHV3-30-2 IGHV3-32 IGHV3-33 IGHV3-33-2 IGHV3-35 IGHV3-36 IGHV3-37 IGHV3-38 IGHV3-41 IGHV3-42 IGHV3-43 IGHV3-47 IGHV3-48 IGHV3-49 IGHV3-50 IGHV3-52 IGHV3-53 IGHV3-54 IGHV3-57 IGHV3-6 IGHV3-60 IGHV3-62 IGHV3-63 IGHV3-64 IGHV3-64D IGHV3-65 IGHV3-66 IGHV3-69-1 IGHV3-7 IGHV3-71 IGHV3-72 IGHV3-73 IGHV3-74 IGHV3-75 IGHV3-76 IGHV3-79 IGHV4-28 IGHV4-31 IGHV4-34 IGHV4-39 IGHV4-4 IGHV4-55 IGHV4-59 IGHV4-61 IGHV4-80 IGHV5-10-1 IGHV5-51 IGHV5-78 IGHV6-1 IGHV7-27 IGHV7-34-1 IGHV7-4-1 IGHV7-40 IGHV7-56 IGHV7-81 IGHV8-51-1 IGHVII-1-1 IGHVII-15-1 IGHVII-22-1 IGHVII-26-2 IGHVII-28-1 IGHVII-30-1 IGHVII-30-21 IGHVII-33-1 IGHVII-40-1 IGHVII-43-1 IGHVII-44-2 IGHVII-46-1 IGHVII-49-1 IGHVII-51-2 IGHVII-53-1 IGHVII-60-1 IGHVII-62-1 IGHVII-65-1 IGHVII-67-1 IGHVII-74-1 IGHVII-78-1 IGHVIII-11-1 IGHVIII-13-1 IGHVIII-16-1 IGHVIII-2-1 IGHVIII-22-2 IGHVIII-25-1 IGHVIII-26-1 IGHVIII-38-1 IGHVIII-44 IGHVIII-47-1 IGHVIII-5-1 IGHVIII-5-2 IGHVIII-67-2 IGHVIII-67-3 IGHVIII-67-4 IGHVIII-76-1 IGHVIII-82 IGHVIV-44-1 INF2 ITPK1 ITPK1-AS1 JAG2 KCNK13 KIF26A KIF26A-DT KLC1 KLC1-AS1 LBHD2 LGMN LINC00221 LINC00226 LINC00239 LINC00523 LINC00524 LINC00605 LINC00638 LINC00642 LINC00677 LINC01550 LINC02279 LINC02280 LINC02285 LINC02287 LINC02291 LINC02292 LINC02295 LINC02298 LINC02299 LINC02304 LINC02312 LINC02314 LINC02317 LINC02318 LINC02320 LINC02321 LINC02323 LINC02325 LINC02691 LINC02833 LINC02914 LINC02960 LOC124903435 LOC124903436 LYSET MARK3 MEG3 MEG8 MEG9 MIR1185-1 MIR1185-2 MIR1193 MIR1197 MIR1247 MIR127 MIR134 MIR136 MIR151B MIR154 MIR203A MIR203B MIR2392 MIR299 MIR300 MIR3173 MIR323A MIR323B MIR329-1 MIR329-2 MIR337 MIR342 MIR345 MIR369 MIR370 MIR376A1 MIR376A2 MIR376B MIR376C MIR377 MIR379 MIR380 MIR381 MIR382 MIR409 MIR410 MIR411 MIR412 MIR4309 MIR431 MIR432 MIR433 MIR4506 MIR4507 MIR4537 MIR4538 MIR4539 MIR4710 MIR485 MIR487A MIR487B MIR493 MIR493HG MIR494 MIR495 MIR496 MIR5195 MIR539 MIR541 MIR543 MIR544A MIR654 MIR655 MIR656 MIR665 MIR668 MIR6764 MIR6765 MIR758 MIR770 MIR8071-1 MIR8071-2 MIR889 MOAP1 MOK MTA1 MTA1-DT NANOGP7 NDUFB1 NDUFB4P11 NPM1P20 NRDE2 NUDT14 OTUB2 PACS2 PAPOLA PAPOLA-DT PEBP1P1 PLD4 POLR3GP1 PPP1R13B PPP1R13B-DT PPP2R5C PPP4R3A PPP4R4 PRIMA1 PSMC1 RAB42P1 RAP2CP1 RCOR1 RD3L RIN3 RN7SKP107 RN7SKP108 RN7SKP255 RN7SKP92 RN7SL472P RN7SL523P RN7SL546P RN7SL634P RN7SL714P RNA5SP389 RNU1-47P RNU2-33P RNU4-68P RNU6-1258P RNU6-1316P RNU6-244P RNU6-366P RNU6-684P RNU6-790P RNU6-91P RNU7-160P RNU7-30P RPL10AP1 RPL13P6 RPL15P2 RPL17P4 RPL21P11 RPL21P12 RPL21P13 RPL23AP10 RPL23AP11 RPL36AP4 RPL3P4 RPS20P33 RPS26P49 RPS2P4 RPS6KA5 RPSAP4 RPSAP5 RTL1 SCARNA13 SERPINA1 SERPINA10 SERPINA11 SERPINA12 SERPINA13P SERPINA2 SERPINA3 SERPINA4 SERPINA5 SERPINA6 SERPINA9 SETD3 SIVA1 SLC20A1P1 SLC20A1P2 SLC24A4 SLC25A29 SLC25A47 SNHG10 SNORA11B SNORA28 SNORD112 SNORD113-1 SNORD113-2 SNORD113-3 SNORD113-4 SNORD113-5 SNORD113-6 SNORD113-7 SNORD113-8 SNORD113-9 SNORD114-1 SNORD114-10 SNORD114-11 SNORD114-12 SNORD114-13 SNORD114-14 SNORD114-15 SNORD114-16 SNORD114-17 SNORD114-18 SNORD114-19 SNORD114-2 SNORD114-20 SNORD114-21 SNORD114-22 SNORD114-23 SNORD114-24 SNORD114-25 SNORD114-26 SNORD114-27 SNORD114-28 SNORD114-29 SNORD114-3 SNORD114-30 SNORD114-31 SNORD114-4 SNORD114-5 SNORD114-6 SNORD114-7 SNORD114-9 SYNE3 TC2N TCL1A TCL1B TCL6 TDP1 TDRD9 TECPR2 TEDC1 TEX22 TMEM121 TMEM179 TNFAIP2 TRAF3 TRIP11 TRMT61A TRMT61A-DT TTC7B TTC7B-AS1 TUNAR UBR7 UNC79 VDAC3P1 VRK1 WARS1 WDR20 WDR25 XRCC3 YY1 ZBTB42 ZFYVE21 ZNF839 chr15q11 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr15q11 ABCB10P1 BCAR1P1 BCAR1P2 BMS1P15 BMS1P16 CHEK2P2 CXADRP2 CYFIP1 DMAC1P1 ELMO2P1 ENSG00000274253 ENSG00000286598 ENSG00000287345 FAM30B FAM30C GOLGA6L1 GOLGA6L2 GOLGA6L22 GOLGA6L26 GOLGA6L6 GOLGA8CP GOLGA8DP GOLGA8EP GOLGA8IP GOLGA8S GRAMD4P5 GRAMD4P6 HERC2P2 HERC2P3 HERC2P6 HERC2P7 IGHD1OR15-1A IGHD1OR15-1B IGHD2OR15-2A IGHD2OR15-2B IGHD3OR15-3A IGHD3OR15-3B IGHD4OR15-4A IGHD4OR15-4B IGHD5OR15-5A IGHD5OR15-5B IGHV1OR15-1 IGHV1OR15-2 IGHV1OR15-3 IGHV1OR15-4 IGHV1OR15-6 IGHV1OR15-9 IGHV3OR15-7 IGHV4OR15-8 LINC01193 LINC02203 LOC102724737 LOC124900632 LONRF2P3 LONRF2P4 MAGEL2 MIR1268A MIR3118-2 MIR3118-3 MIR3118-4 MIR4508 MIR4509-1 MIR5701-1 MIR5701-2 MIR5701-3 MKRN3 MPHOSPH10P4 MPHOSPH10P5 MPHOSPH10P6 MPHOSPH10P9 NBEAP1 NBEAP4 NDN NF1P1 NF1P2 NF1P9 NIPA1 NIPA2 NPAP1 OR11H3P OR11J2P OR11J5P OR11J6P OR11J7P OR11K1BP OR11K1P OR1Q1BP OR4H6BP OR4H6P OR4M2 OR4M2-OT1 OR4M2B OR4N3BP OR4N3P OR4N4 OR4N4C OR4Q1P PDCD6IPP1 POTEB POTEB2 POTEB3 PWAR1 PWAR5 PWRN1 PWRN2 PWRN4 RHPN2P1 RN7SL106P RN7SL400P RN7SL495P RN7SL536P RN7SL545P RN7SL584P RN7SL759P RNU6-1235P RNU6-498P RNU6-631P RNU6-741P RNU6-749P RNU6-978P RPL5P1 RPS27P2 RPS8P10 SLC20A1P3 SNHG14 SNORD107 SNORD108 SNORD109A SNORD109B SNORD115-1 SNORD115-10 SNORD115-11 SNORD115-12 SNORD115-13 SNORD115-14 SNORD115-15 SNORD115-16 SNORD115-17 SNORD115-18 SNORD115-19 SNORD115-2 SNORD115-20 SNORD115-21 SNORD115-22 SNORD115-23 SNORD115-24 SNORD115-25 SNORD115-26 SNORD115-27 SNORD115-28 SNORD115-29 SNORD115-3 SNORD115-30 SNORD115-31 SNORD115-32 SNORD115-33 SNORD115-34 SNORD115-35 SNORD115-36 SNORD115-37 SNORD115-38 SNORD115-39 SNORD115-4 SNORD115-40 SNORD115-41 SNORD115-42 SNORD115-43 SNORD115-44 SNORD115-45 SNORD115-46 SNORD115-47 SNORD115-48 SNORD115-5 SNORD115-6 SNORD115-7 SNORD115-8 SNORD115-9 SNORD116-1 SNORD116-10 SNORD116-11 SNORD116-12 SNORD116-13 SNORD116-14 SNORD116-15 SNORD116-16 SNORD116-17 SNORD116-18 SNORD116-19 SNORD116-2 SNORD116-20 SNORD116-21 SNORD116-22 SNORD116-23 SNORD116-24 SNORD116-25 SNORD116-26 SNORD116-27 SNORD116-28 SNORD116-29 SNORD116-3 SNORD116-30 SNORD116-4 SNORD116-5 SNORD116-6 SNORD116-7 SNORD116-8 SNORD116-9 SNORD64 SNRPN SNURF SPATA31E2P SPATA31E3P TUBGCP5 UBE3A WHAMMP3 ZNF519P2 ZNF519P3 chr15q12 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr15q12 ATP10A ATP10A-DT ENSG00000212604 ENSG00000286884 ENSG00000289522 GABRA5 GABRB3 GABRG3 GABRG3-AS1 LINC00929 LINC02248 LINC02250 LINC02346 MIR4715 RNA5SP390 RNA5SP391 SERPINE4P TVP23BP1 chr15q13 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr15q13 ABCB10P3 ABCB10P4 APBA2 ARHGAP11A ARHGAP11A-DT ARHGAP11A-SCG5 ARHGAP11B ARHGAP11B-DT CHRFAM7A CHRNA7 DEPDC1P1 DNM1P28 DNM1P30 DNM1P31 DNM1P32 DNM1P50 ENSG00000187951 ENSG00000212415 ENTREP2 FAN1 FMN1 GOLGA6L23P GOLGA6L24 GOLGA6L25 GOLGA6L7 GOLGA8F GOLGA8G GOLGA8H GOLGA8J GOLGA8K GOLGA8M GOLGA8N GOLGA8O GOLGA8Q GOLGA8R GOLGA8T GOLGA8UP GREM1 GREM1-AS1 HERC2 HERC2P1 HERC2P10 HERC2P11 HERC2P9 HMGN2P5 HNRNPA1P71 KLF13 LCIIAR LINC02249 LINC02256 LINC02352 LINC03034 LOC100289656 LOC124900356 LOC124900357 LOC124900358 LOC124900359 LOC124900362 MIR211 MIR4509-2 MIR4509-3 MPHOSPH10P2 MPHOSPH10P3 MPHOSPH10P7 MTMR10 NCAPGP2 NSMCE3 OCA2 OTUD7A PDCD6IPP2 RN7SL185P RN7SL196P RN7SL238P RN7SL286P RN7SL469P RN7SL539P RN7SL628P RN7SL673P RN7SL719P RN7SL796P RN7SL82P RNU6-17P RNU6-18P RNU6-466P RPL41P2 RPL5P32 RYR3 RYR3-DT SCG5 SCG5-AS1 SYNGR2P1 TJP1 TMCO5B TMEM183AP3 TRPM1 TUBBP8 UBE2CP4 ULK4P1 ULK4P2 ULK4P3 WHAMMP1 WHAMMP2 WHAMMP4 chr15q14 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr15q14 ACTC1 ACTG1P15 ANP32AP1 AQR AVEN CDIN1 CHRM5 COX6CP4 CSNK1A1P1 DNM1P5 DPH6 DPH6-DT EMC4 EMC7 ENSG00000259269 ENSG00000259737 FAM98B FSCN1P1 FSIP1 GJD2 GJD2-DT GOLGA8A GOLGA8B HNRNPA1P45 HNRNPLP2 KATNBL1 LARP4P LINC01852 LINC02252 LINC02345 LINC02694 LINC02853 LINC02895 LINC02915 LOC124903595 LPCAT4 MEIS2 MIR1233-1 MIR1233-2 MIR3942 MIR4510 MIR8063 NANOGP8 NOP10 NUTF2P6 NUTM1 PGBD4 PRELID1P4 RASGRP1 RBM17P4 RPL32P2 RPL36AP8 SLC12A6 SPRED1 THBS1 THBS1-AS1 THBS1-IT1 TMCO5A TPST2P1 TUBAP11 ZNF770 chr15q15 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr15q15 ACTBP7 ADAL ANKRD63 ATP5PDP1 BAHD1 BMF BMF-AS1 BNIP3P5 BUB1B BUB1B-PAK6 C15orf62 CAPN3 CATSPER2 CATSPER2P1 CCDC32 CCDC9B CCNDBP1 CDAN1 CHAC1 CHP1 CHST14 CIBAR1P1 CKMT1A CKMT1B CTDSPL2 CTDSPL2-DT CYCSP2 DISP2 DLL4 DNAJC17 EHD4 EHD4-AS1 EIF2AK4 EIF4EBP2P2 ELL3 ELOCP2 ENSG00000259617 ENSG00000260926 EPB42 EXD1 FDPSP4 FRMD5 GANC GAPDHP43 GAPDHP55 GCHFR GOLM2 GPR176 GPR176-DT H3P38 HAUS2 HNRNPMP1 HYPK INAFM2 INO80 INO80-AS1 ISCA1P4 ITPKA IVD JMJD7 JMJD7-PLA2G4B KNL1 KNSTRN KRT8P50 LCMT2 LRRC57 LTK MAP1A MAPKBP1 MFAP1 MGA MIR1282 MIR4310 MIR626 MIR627 MYL12BP1 NDUFAF1 NUSAP1 OIP5 OIP5-AS1 PAK6 PAK6-AS1 PDIA3 PDIA3P2 PHGR1 PIN4P1 PLA2G4B PLA2G4D PLA2G4E PLA2G4E-AS1 PLA2G4F PLCB2 PLCB2-AS1 PPIP5K1 PPP1R14D RAD51 RAD51-AS1 RHOV RMDN3 RN7SL376P RN7SL487P RN7SL497P RNA5SP392 RNA5SP393 RNU6-1169P RNU6-188P RNU6-353P RNU6-354P RNU6-516P RNU6-554P RNU6-610P RPAP1 RPLP0P10 RPS3AP47 RPUSD2 RTF1 SERF2 SERINC4 SNAP23 SPCS2P1 SPINT1 SPINT1-AS1 SPTBN5 SRP14 SRP14-DT STARD9 STRC STRCP1 SUMO2P15 TGM5 TGM7 TMEM62 TMEM87A TP53BP1 TTBK2 TTBK2-AS1 TUBGCP4 TYRO3 UBR1 VPS18 VPS39 VPS39-DT WDR76 ZFYVE19 ZNF106 ZSCAN29 chr15q21 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr15q21 ADAM10 AHCYP7 ALDH1A2 ALDH1A2-AS1 AP4E1 AQP9 ARPP19 ATOSA ATP8B4 B2M BCL2L10 BLOC1S6 C15orf48 CCPG1 CD24P2 CEP152 CERNA1 CGNL1 CNOT6LP1 COPS2 CTXN2 CTXN2-AS1 CYP19A1 DCAF13P3 DMXL2 DNAAF4 DNAAF4-CCPG1 DPPA5P2 DTWD1 DUOX1 DUOX2 DUOXA1 DUOXA2 DUT DUT-AS1 EEF1A1P22 EEF1B2P1 EID1 EIF3J EIF3J-DT ENSG00000238819 ENSG00000259188 ENSG00000259200 ENSG00000259203 ENSG00000259754 ENSG00000260937 ENSG00000261709 ENSG00000288645 FAM227B FBN1 FBN1-DT FGF7 GABPB1 GABPB1-AS1 GABPB1-IT1 GALK2 GATM GCOM1 GLDN GNB5 H3P39 HDC HMGB1P33 HMGB1P51 HMGN2P46 HNRNPA1P74 HNRNPA3P11 HSP90AB4P KRT8P24 LEO1 LINC00926 LINC01413 LINC01491 LINC02490 LINC03065 LIPC LIPC-AS1 LYSMD2 MAPK6 MAPK6-DT MINDY2 MINDY2-DT MIR1266 MIR147B MIR4712 MIR4713 MIR4713HG MIR4716 MIR628 MIR7973-1 MIR7973-2 MNS1 MTCO3P23 MTCYBP23 MTND3P12 MTND5P32 MTND5P40 MYEF2 MYO5A MYO5C MYZAP NDUFAF4P1 NDUFB10P1 NEDD4 ONECUT1 PATL2 PIERCE2 PIGB PIGBOS1 POLR2M PRTG PYGO1 RAB27A RFX7 RN7SKP101 RN7SKP139 RN7SKP95 RN7SL307P RN7SL354P RN7SL494P RN7SL568P RN7SL577P RNA5SP394 RNA5SP395 RNU1-119P RNU1-78P RNU2-53P RNU6-1014P RNU6-1108P RNU6-1287P RNU6-1332P RNU6-449P RNU6-844P RNU6-90P RNU6-94P RNU6-953P RNU6-966P RPL15P19 RPL32P30 RPL7AP62 RPSAP55 RSL24D1 SCG3 SECISBP2L SEMA6D SHC4 SHF SLC12A1 SLC24A5 SLC27A2 SLC28A2 SLC28A2-AS1 SLC30A4 SLC30A4-AS1 SNORA41B SNORD13D SNORD3P1 SORD SORD2P SPATA5L1 SPG11 SPPL2A SQOR TCF12 TCF12-DT TERB2 TEX9 TMOD2 TMOD3 TNFAIP8L3 TRIM69 TRPM7 UNC13C USP50 USP8 WDR72 ZNF280D chr15q22 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr15q22 ANKDD1A ANXA2 APH1B ATP5MFP6 BNIP2 C2CD4A C2CD4B CA12 CCNB2 CIAO2A CILP CLPX CSNK1G1 CYCSP38 DAPK2 DENND4A DIS3L DIS3L-AS1 DPP8 ENSG00000259351 ENSG00000259530 ENSG00000259697 FAM81A FBXL22 FOXB1 GAPDHP61 GCNT3 GOLGA2P11 GTF2A2 HACD3 HERC1 HMGN1P26 HMGN2P47 HNRNPA1P44 ICE2 IGDCC3 IGDCC4 INTS14 KBTBD13 LACTB LCTL LDHAL6B LINC01169 LINC02206 LINC02349 LINC02568 MAP2K1 MEGF11 MESTP2 MGC15885 MIR1272 MIR190A MIR2116 MIR422A MIR4311 MIR4511 MIR4512 MIR6085 MIR8067 MTFMT MYO1E NMNAT1P5 NPM1P47 NSA2P4 OAZ2 PARP16 PCLAF PDCD7 PIF1 PIGHP1 PLEKHO2 PPIB RAB11A RAB8B RASL12 RBPMS2 RNA5SP396 RNA5SP397 RNF111 RNU4-80P RNU5A-1 RNU5B-1 RNU6-19P RNU6-212P RNU6-549P RNU6-686P RORA RORA-AS1 RORA-AS2 RPL21P113 RPL21P114 RPL21P117 RPL21P14 RPL21P15 RPL35AP32 RPL36AP44 RPL4 RPL7AP75 RPL9P25 RPS27L RPS3AP6 SCARNA14 SLC24A1 SLC51B SLTM SMAD3 SMAD3-AS1 SMAD3-DT SMAD6 SNAPC5 SNORA24B SNORD13E SNORD16 SNORD18A SNORD18B SNORD18C SNX1 SNX22 SPG21 TIPIN TLN2 TPM1 TPM1-AS TRIP4 UBAP1L USP3 USP3-AS1 VPS13C VPS13C-DT ZNF444P1 ZNF609 ZWILCH chr15q23 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr15q23 AAGAB ANP32A C15orf61 CALML4 CARS1P1 CELF6 CLN6 CORO2B CT62 DRAIC EIF5A2P1 EWSAT1 FEM1B GEMIN8P1 GLCE GRAMD2A HEXA HEXA-AS1 HMGB1P6 HMGN2P40 HNRNPA1P5 IQCH IQCH-AS1 ITGA11 KIF23 KIF23-AS1 KRT8P9 LARP6 LINC02204 LINC02205 LINC02896 LOC124903594 LRRC49 MAP2K5 MAP2K5-DT MIR4312 MIR629 MYO9A NOX5 NR2E3 PAQR5 PAQR5-DT PARP6 PIAS1 PKM RNA5SP399 RNU2-65P RNU6-1 RNU6-745P RPL12P35 RPL17P39 RPL21P115 RPL29P30 RPL5P3 RPLP1 RPS24P16 SALRNA2 SALRNA3 SENP8 SKOR1 SKOR1-AS1 SPESP1 THAP10 THSD4 THSD4-AS1 TLE3 TMEM202 UACA chr15q24 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr15q24 ADAMTS7P3 ADPGK ADPGK-AS1 ANP32BP1 ARID3B ARIH1 BBS4 C15orf39 CCDC33 CD276 CLK3 COMMD4 COMMD4P1 COMMD4P2 COX5A CPLX3 CSK CSPG4 CSPG4P13 CYP11A1 CYP1A1 CYP1A2 DNM1P33 DNM1P34 DNM1P35 DNM1P49 EDC3 ENSG00000248540 ENSG00000252722 ENSG00000259362 ENSG00000259422 ENSG00000260288 ENSG00000260660 ETFA FAM219B FBXO22 FKBP1AP2 GOLGA6A GOLGA6B GOLGA6C GOLGA6D GOLGA6EP GOLGA6FP HCN4 HIGD2B HMG20A IMP3 INSYN1 INSYN1-AS1 ISL2 ISLR ISLR2 KRT8P23 LINC02255 LINC02259 LINGO1 LINGO1-AS1 LINGO1-AS2 LMAN1L LOC124900366 LOC124903525 LOXL1 LOXL1-AS1 MAN2C1 MIR3713 MIR4313 MIR4513 MIR630 MIR631 MIR6881 MIR6882 MPI MRPS15P1 NEIL1 NEO1 NIFKP4 NPM1P42 NPM1P43 NPTN NPTN-IT1 NRG4 ODF3L1 PEAK1 PHB1P20 PML PPCDC PPIAP46 PPIAP47 PSTPIP1 PTPN9 RCN2 REC114 RN7SKP217 RN7SL214P RN7SL278P RN7SL319P RN7SL327P RN7SL429P RN7SL489P RN7SL510P RN7SL853P RPL13P4 RPL36AP45 RPP25 SCAMP2 SCAMP5 SCAPER SEMA7A SIN3A SNUPN SNX33 STOML1 STRA6 TBC1D21 TMEM202-AS1 TMEM266 TSPAN3 TYRO3P UBE2Q2 UBL7 UBL7-DT ULK3 chr15q25 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr15q25 ABHD17C ACSBG1 ACTG1P17 ADAMTS7 ADAMTS7P1 ADAMTS7P4 ADAMTSL3 AGBL1 AGBL1-AS1 AKAP13 AKAP13-AS1 ALPK3 ANKRD34C ANKRD34C-AS1 ANP32BP3 AP3B2 ARNT2 ARNT2-DT BCL2A1 BNC1 BTBD1 C15orf40 CEMIP CFAP161 CHRNA3 CHRNA5 CHRNB4 CIB2 CPEB1 CPEB1-AS1 CRABP1 CSPG4P10 CSPG4P11 CSPG4P12 CSPG4P5 CTSH CTXND1 DNAJA4 DNAJA4-DT DNM1P38 DNM1P41 DNM1P51 EFL1 EFL1P1 EGLN1P1 ENSG00000177699 ENSG00000228141 ENSG00000259175 ENSG00000259620 ENSG00000259636 ENSG00000259774 ENSG00000288625 ENSG00000291211 FABP5P8 FABP5P9 FAH FSD2 GOLGA2P10 GOLGA2P7 GOLGA6GP GOLGA6L10 GOLGA6L17P GOLGA6L3P GOLGA6L4 GOLGA6L5P GOLGA6L9 GOLGA6L9-AS1 HDGFL3 HNRNPCP3 HOMER2 HYKK IDH3A IL16 IREB2 KLHL25 LINC00052 LINC00927 LINC00933 LINC01418 LINC01583 LINC01584 LINC02883 MED28P6 MESD MEX3B MINAR1 MIR1276 MIR184 MIR4514 MIR4515 MIR548AP MIR549A MIR5572 MIR7706 MORF4L1 MRPL46 MRPS11 MTHFS NIFKP8 NMB NTRK3 NTRK3-AS1 PDE8A PSMA4 RAMAC RASGRF1 RN7SL331P RN7SL417P RN7SL428P RNA5SP400 RNU1-77P RNU6-1280P RNU6-1339P RNU6-185P RNU6-231P RNU6-339P RNU6-380P RNU6-401P RNU6-415P RNU6-667P RNU6-796P RNU7-79P RPL18P11 RPL21P116 RPL7L1P15 RPS17 SAXO2 SCAND2P SCARNA15 SEC11A SH2D7 SH3GL3 SKIC8 SLC28A1 SNHG21 SNORA63 ST20 ST20-AS1 ST20-MTHFS STARD5 TBC1D2B TFDP1P3 TLNRD1 TM6SF1 TMC3 TMC3-AS1 TMED3 TUBAP4 UBE2Q2P1 UBE2Q2P11 UBE2Q2P12 UBE2Q2P16 UBE2Q2P2 UBE2Q2P6 UBE2Q2P8 WDR73 WHAMM ZFAND6 ZNF592 ZSCAN2 ZSCAN2-AS1 chr15q26 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr15q26 ABHD2 ACAN ADAMTS17 AEN ALDH1A3 ALDH1A3-AS1 ANPEP AP3S2 ARPIN ARPIN-AP3S2 ARRDC4 ASB7 ASB9P1 BLM C15orf32 CARMAL CERS3 CERS3-AS1 CHASERR CHD2 CHSY1 CIB1 CRAT37 CRTC3 CRTC3-AS1 DDX11L16 DDX11L9 DET1 DNM1P46 DNM1P47 DUXAP6 ENO1P2 ENSG00000259170 ENSG00000259219 ENSG00000259540 ENSG00000259582 ENSG00000259704 ENSG00000286917 ENSG00000287000 FAM138E FAM149B1P1 FAM169BP FAM174B FANCI FES FTLP20 FURIN GABARAPL3 GCAWKR GDPGP1 GOLGA2P8 GOLGA8VP H2AZ2P1 H3P40 HAPLN3 HDDC3 HMGB1P8 HMGN1P38 HNRNPA1P62 HSP90B2P HSPE1P3 IDH2 IDH2-DT IGF1R IQGAP1 IRAIN ISG20 KIF7 KRT18P47 LETR1 LINC00923 LINC00924 LINC00928 LINC00930 LINC01579 LINC01580 LINC01581 LINC01582 LINC01585 LINC01586 LINC02157 LINC02207 LINC02244 LINC02251 LINC02253 LINC02254 LINC02348 LINC02351 LINC02852 LINC03080 LINS1 LRRC28 LRRK1 LUNAR1 LYSMD4 MAN2A2 MCTP2 MEF2A MESP1 MESP2 MFGE8 MIR1179 MIR1302-10 MIR1469 MIR3174 MIR3175 MIR3529 MIR4714 MIR5009 MIR5094 MIR6766 MIR6859-3 MIR7-2 MIR9-3 MIR9-3HG MRPL15P1 NDUFA3P4 NGRN NPM1P5 NR2F2 NR2F2-AS1 OR4F13P OR4F14P OR4F15 OR4F28P OR4F4 OR4F6 OR4G2P OR4G6P PCSK6 PCSK6-AS1 PERPP2 PEX11A PGAM1P12 PGPEP1L PLIN1 POLG POLG-DT POLGARF PRC1 PRC1-AS1 PRKXP1 RCCD1 RCCD1-AS1 RGMA RHCG RLBP1 RN7SKP181 RN7SKP254 RN7SL209P RN7SL346P RN7SL363P RN7SL484P RN7SL677P RN7SL736P RNA5SP401 RNA5SP402 RNU2-3P RNU6-1111P RNU6-1186P RNU6-132P RNU6-181P RNU6-322P RNU6-807P RNU7-111P RNU7-195P RPL31P6 RPL36AP43 RPL7P5 RPS12P26 SELENOS SEMA4B SEPHS1P2 SLCO3A1 SNORD18 SNRPA1 SNRPA1-DT SNRPCP18 SPATA41 SPATA8 SPATA8-AS1 ST8SIA2 SV2B SYNM SYNM-AS1 SYNM-AS2 TARS3 THRAP3P2 TICRR TM2D3 TTC23 TTC23-AS1 TTLL13 TUBAP12 UBE2Q2P13 UNC45A VPS33B VPS33B-DT WASH3P WBP1LP5 WDR93 YBX2P2 ZNF710 ZNF710-AS1 ZNF774 chr16p11 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr16p11 ABCD1P3 ABHD17AP7 ABHD17AP8 ABHD17AP9 ACTR3BP3 AGGF1P4 AGGF1P5 AGGF1P6 AGGF1P7 AGGF1P8 AGGF1P9 AHSP ALDOA ARHGAP23P1 ARMC5 ASPHD1 ATP2A1 ATP2A1-AS1 ATXN2L BCAP31P1 BCAP31P2 BCKDK BCL7C BCLAF1P2 BMS1P8 BOLA2 BOLA2-SMG1P6 BOLA2B C16orf54 C16orf92 C1QL1P1 C2orf69P1 C2orf69P2 C2orf69P3 C2orf69P4 CA5AP1 CCNYL3 CD19 CD2BP2 CD2BP2-DT CDC37P1 CDIPT CDIPTOSP CFAP119 CHEK2P6 CHEK2P7 CLUHP11 CLUHP3 CORO1A CORO1A-AS1 COX6A2 CTF1 CTF2P DCTPP1 DOC2A DUX4L45 DUX4L46 DUX4L47 EIF3C ENPP7P13 ENSG00000260958 ENSG00000261398 ENSG00000261840 ENSG00000284209 ENSG00000285043 FAM153DP FBRS FBXL19 FBXL19-AS1 FGFR3P5 FRG2DP FRG2GP FRG2HP FRG2IP FRG2JP FRG2KP FUS GDPD3 HERC2P4 HERC2P5 HERC2P8 HIRIP3 HMGN2P41 HSD3B7 IGHV1OR16-1 IGHV1OR16-2 IGHV1OR16-3 IGHV1OR16-4 IGHV2OR16-5 IGHV3OR16-10 IGHV3OR16-11 IGHV3OR16-12 IGHV3OR16-13 IGHV3OR16-15 IGHV3OR16-16 IGHV3OR16-17 IGHV3OR16-6 IGHV3OR16-7 IGHV3OR16-8 IGHV3OR16-9 IL27 INO80E ITGAD ITGAL ITGAL-AS1 ITGAM ITGAX KAT8 KCTD13 KCTD13-DT KIF18BP1 KIF22 KRBOX5 KRBOX5P1 LAT LINC00273 LINC01566 LINC02167 LINC02184 LINC02190 MAPK3 MAZ MIR3680-2 MIR4517 MIR4518 MIR4519 MIR4721 MIR6862-2 MIR762 MIR762HG MVP MVP-DT MYL11 NAMPTP3 NDUFA3P6 NFATC2IP NFATC2IP-AS1 NPIPB10P NPIPB11 NPIPB12 NPIPB13 NPIPB8 NPIPB9 NUPR1 ORAI3 PABPC1P13 PAGR1 PCMTD1P2 PHKG2 PLA2G10CP PLA2G10DP PLA2G10HP PLA2G10JP PLA2G10KP PPP1R1AP2 PPP4C PRR14 PRRT2 PRSS36 PRSS53 PRSS8 PYCARD PYCARD-AS1 PYDC1 QPRT RABEP2 RARRES2P10 RARRES2P5 RARRES2P6 RARRES2P7 RARRES2P8 RARRES2P9 RBM22P12 RBM22P13 RN7SKP127 RNA5-8SP2 RNA5SP406 RNA5SP407 RNA5SP408 RNA5SP409 RNA5SP410 RNA5SP411 RNA5SP412 RNA5SP413 RNA5SP414 RNA5SP415 RNA5SP416 RNA5SP417 RNA5SP418 RNA5SP419 RNA5SP420 RNA5SP421 RNA5SP422 RNA5SP423 RNF40 RNU6-1043P RNU6-416P RNU7-61P RPL7L1P16 RRN3P2 RUSF1 RUSF1-DT SEPHS2 SEPTIN1 SETD1A SEZ6L2 SGF29 SH2B1 SLC25A1P4 SLC5A2 SLC6A10P SLC7A5P1 SLX1A SLX1A-SULT1A3 SLX1B SLX1B-SULT1A4 SMG1P2 SMG1P5 SMG1P6 SNORA30 SNORA80C SNX29P2 SPN SPNS1 SRCAP STX1B STX4 SULT1A1 SULT1A2 SULT1A3 SULT1A4 TAOK2 TBC1D10B TBX6 TGFB1I1 TLCD3B TMEM219 TMEM265 TP53TG3 TP53TG3B TP53TG3C TP53TG3D TP53TG3E TP53TG3F TP53TG3GP TP53TG3HP TRIM72 TUFM UBE2MP1 VKORC1 VN1R3 VN1R64P VN1R65P VN1R66P VN1R67P VN1R68P VN1R69P VN1R70P VPS35P1 YBX3P1 YPEL3 YPEL3-DT ZG16 ZNF267 ZNF48 ZNF629 ZNF646 ZNF668 ZNF688 ZNF689 ZNF747 ZNF747-DT ZNF764 ZNF768 ZNF771 ZNF785 ZNF843 ZNF971P chr16p12 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr16p12 ABCA15P ABCA3P1 ABCC6P1 ACSM1 ACSM2A ACSM2B ACSM3 ACSM5 ACSM5P1 ANKS4B APOBR AQP8 ARHGAP17 ARL6IP1 C16orf82 CACNG3 CCNYL7 CCP110 CDC37P2 CDR2 CDR2-DT CHP2 CLEC19A CLN3 COG7 COQ7 COQ7-DT CRYM CYCSP39 DCTN5 DCUN1D3 DNAH3 EARS2 EEF1A1P38 EEF2K EIF3CL ENSG00000201541 ENSG00000231876 ENSG00000246465 ENSG00000252798 ENSG00000260592 ENSG00000261090 ENSG00000261195 ENSG00000286790 ENSG00000289640 ENSG00000291179 ERI2 ERN2 GAPDHP35 GDE1 GGA2 GP2 GPR139 GPRC5B GSG1L GTF3C1 HMGN2P3 HS3ST2 HS3ST4 HSPE1P16 IGSF6 IL21R IL21R-AS1 IL4R IQCK ITPRIPL2 KATNIP KDM8 KNOP1 LARP7P2 LCMT1 LCMT1-AS1 LCMT1-AS2 LDAF1 LINC01567 LINC02129 LINC02175 LINC02191 LINC02194 LINC02195 LINC02858 LINC02890 LOC102723692 LYRM1 METTL9 MFSD13B MIR1273H MIR3179-3 MIR3179-4 MIR3180-3 MIR3670-3 MIR3670-4 MIR3680-1 MIR548W MIR6511A4 MIR6770-3 MIR6862-1 MOSMO NDUFAB1 NOMO2 NPIPA8 NPIPA9 NPIPB3 NPIPB4 NPIPB5 NPIPB6 NPIPB7 NSMCE1 NSMCE1-DT OTOA OTOAP1 PALB2 PDILT PDZD9 PKD1P4 PKD1P5 PLA2G10IP PLK1 POLR3E PRKCB RBBP6 REXO5 RN7SKP23 RN7SL557P RNA5SP405 RNU4-46P RNU6-1005P RNU6-1241P RNU6-1340P RNU6-159P RNU6-196P RNU6-944P RNU7-24P RNY1P10 RPL7P47 RPS15A RRN3P1 RRN3P3 SBK1 SCML2P2 SCNN1B SCNN1G SDR42E2 SLC5A11 SLC7A5P2 SMG1 SMG1-DT SMG1P1 SMG1P3 SMG1P4 SNORA75 SNRPEP3 SNX29P1 SPRING1P3 SUB1P4 SYT17 TCERG1P2 THUMPD1 TMC5 TMC7 TNRC6A TPRKBP2 UBFD1 UMOD UQCRC2 USP31 VPS35L VWA3A XPO6 XYLT1 ZKSCAN2 ZKSCAN2-DT ZP2 chr16p13 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr16p13 ABAT ABCA17P ABCA3 ABCC1 ABCC6 ABCC6P2 ADCY9 ALG1 AMDHD2 ANKS3 ANTKMT ARHGDIG ATF7IP2 ATP6V0C AXIN1 BAIAP3 BCAR4 BFAR BICDL2 BMERB1 BRICD5 C16orf89 C16orf90 C16orf96 C1QTNF8 C4orf46P1 CACNA1H CAPN15 CARHSP1 CARHSP1-DT CASKIN1 CASP16P CCDC154 CCDC78 CCNF CDIP1 CEMP1 CEP20 CEROX1 CHTF18 CIAO3 CIITA CLCN7 CLDN6 CLDN9 CLEC16A CLUAP1 CORO7 CORO7-PAM16 COX6CP1 CPPED1 CRAMP1 CREBBP DDX11L10 DDX11L16 DECR2 DEXI DNAAF8 DNAJA3 DNASE1 DNASE1L2 DPPA3P6 E4F1 ECI1 ECI1-AS1 EEF2KMT EIF1P4 ELOB EME2 EMP2 ENPP7P14 ENSG00000188897 ENSG00000199474 ENSG00000205890 ENSG00000236829 ENSG00000238685 ENSG00000260071 ENSG00000260316 ENSG00000260378 ENSG00000260989 ENSG00000261394 ENSG00000262999 ENSG00000263080 ENSG00000287340 ENSG00000291228 ERCC4 ERVK13-1 FAHD1 FAM234A FBXL16 FLYWCH1 FLYWCH2 GFER GLIS2 GLIS2-AS1 GLYR1 GNG13 GNPTG GREP1 GRIN2A GSPT1 HAGH HAGHL HAPSTR1 HBA1 HBA2 HBAP1 HBM HBQ1 HBZ HBZP1 HCFC1R1 HMOX2 HNRNPCP4 HS3ST6 IFT140 IGFALS IL32 IL9RP3 IMPDH1P11 JMJD8 JPT2 KCTD5 KREMEN2 LINC00235 LINC00254 LINC00921 LINC01177 LINC01195 LINC01290 LINC01569 LINC01570 LINC02124 LINC02130 LINC02152 LINC02164 LINC02177 LINC02185 LINC02186 LINC02861 LINC03107 LITAF LITAFD LMF1 LMF1-AS1 LOC100505915 LOC101929566 LUC7L MAPK8IP3 MAPK8IP3-AS1 MARF1 MCRIP2 MEFV MEIOB METRN METTL22 METTL26 MGRN1 MIR1225 MIR193B MIR193BHG MIR1972-1 MIR3176 MIR3177 MIR3178 MIR3179-1 MIR3179-2 MIR3180-1 MIR3180-2 MIR3180-4 MIR3180-5 MIR365A MIR3670-1 MIR3670-2 MIR3677 MIR3677HG MIR4516 MIR4717 MIR4718 MIR484 MIR548H2 MIR5587 MIR6126 MIR6506 MIR6511A1 MIR6511A2 MIR6511A3 MIR6511B1 MIR6511B2 MIR662 MIR6767 MIR6768 MIR6769A MIR6770-1 MIR6770-2 MIR6859-4 MIR8065 MIR940 MLST8 MMP25 MMP25-AS1 MPG MPV17L MRPL28 MRPS34 MRTFB MSLN MSLNL MSRB1 MTATP6P24 MTCO1P28 MTCO3P24 MTCYBP33 MTND1P8 MTND3P13 MTND4LP24 MTND4P34 MTND5P33 MTND6P33 MYH11 NAA60 NAGPA NDE1 NDUFB10 NHERF2 NHLRC4 NLRC3 NME3 NME4 NMRAL1 NOMO1 NOMO3 NOXO1 NPIPA1 NPIPA2 NPIPA3 NPIPA5 NPIPA7 NPIPA9 NPIPB2 NPIPP1 NPM1P3 NPRL3 NPW NTAN1 NTHL1 NTN3 NUBP1 NUBP2 NUDT16L1 OR1F1 OR1F2P OR2C1 PAM16 PAQR4 PARN PDIA2 PDPK1 PDPK2P PDXDC1 PERCC1 PGAP6 PGP PIGQ PKD1 PKD1-AS1 PKD1P1 PKD1P2 PKD1P3 PKD1P6 PKD1P6-NPIPP1 PKMYT1 PLA2G10 PLA2G10BP PLA2G10EP PLA2G10FP PLA2G10GP PMM2 POLR3K PPL PRM1 PRM2 PRM3 PRR35 PRSS21 PRSS22 PRSS27 PRSS29P PRSS30P PRSS33 PRSS41 PTX4 RAB11FIP3 RAB26 RAB40C RBFOX1 RGS11 RHBDF1 RHBDL1 RHOT2 RMI2 RN7SL219P RN7SL274P RN7SL493P RN7SL743P RN7SL850P RNA5SP403 RNA5SP404 RNF151 RNPS1 RNU1-125P RNU1-22P RNU6-213P RNU6-328P RNU6-457P RNU6-633P RNU7-125P RNU7-63P RNU7-99P ROGDI RPL15P20 RPL17P40 RPL21P119 RPL23AP86 RPL35AP34 RPL3L RPL7L1P19 RPL7P46 RPS2 RPS20P2 RPS23P6 RPS26P52 RPS3AP2 RPS3AP48 RPUSD1 RRN3 RSL1D1 RSL1D1-DT SEC14L5 SEPTIN12 SHISA9 SLX4 SMIM22 SNHG19 SNHG9 SNN SNORA10 SNORA3C SNORA64 SNORA78 SNORD60 SNRNP25 SNRPCP20 SNX29 SOCS1 SOX8 SPSB3 SRL SRRM2 SRRM2-AS1 SSTR5 SSTR5-AS1 STUB1 STUB1-DT SUB1P3 SYNGR3 TBC1D24 TBL3 TEDC2 TEDC2-AS1 TEKT5 TELO2 TFAP4 THOC6 TIGD7 TMEM114 TMEM186 TMEM204 TMF1P1 TNFRSF12A TNFRSF17 TNP2 TPSAB1 TPSB2 TPSD1 TPSG1 TPSP2 TRAF7 TRAP1 TSC2 TSR3 TVP23A TVP23CP2 TXNDC11 TXNDC11-AS1 UBALD1 UBE2I UBL5P4 UBN1 UNKL UQCC4 USP7 USP7-AS1 VASN VPS51P1 WASH4P WASIR2 WDR24 WDR90 WFIKKN1 ZC3H7A ZG16B ZNF174 ZNF200 ZNF205 ZNF213 ZNF213-AS1 ZNF263 ZNF500 ZNF597 ZNF598 ZNF75A ZSCAN10 ZSCAN32 chr16q11 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr16q11 ANKRD26P1 C16orf87 CKBP1 DNAJA2 DNAJA2-DT GPT2 MYLK3 ORC6 RAB43P1 RNU6-845P SHCBP1 VPS35 chr16q12 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr16q12 ABCC11 ABCC12 ACTG1P16 ADAM3B ADCY7 AKTIP BRD7 C16orf78 CAPNS2 CASC16 CASC22 CBLN1 CES1 CES1P1 CES1P2 CES5A CHD9 CHD9NB CNEP1R1 CRNDE CYLD CYLD-AS1 EIF4BP5 ENSG00000238645 ENSG00000260573 ENSG00000260616 ENSG00000260850 ENSG00000279249 ENSG00000287885 FTO HEATR3 HEATR3-AS1 HNRNPA1L3 IRX3 IRX5 IRX6 ITFG1 ITFG1-AS1 KLF8P1 LINC00919 LINC01571 LINC02127 LINC02128 LINC02133 LINC02134 LINC02140 LINC02168 LINC02169 LINC02178 LINC02179 LINC02180 LINC02183 LINC02192 LINC02911 LINC03064 LONP2 LPCAT2 MIR3181 MIR6771 MMP2 MMP2-AS1 MOCS1P1 MPHOSPH10P1 MRPS21P7 MRPS21P8 MTCH2P4 MTND4LP25 MTND5P34 N4BP1 NCOA5LP NDUFA5P11 NETO2 NKD1 NOD2 PHB1P21 PHKB RBL2 RN7SKP142 RN7SL841P RNA5SP425 RNA5SP426 RNA5SP427 RNU6-1153P RNU6-257P RNY4P3 RPGRIP1L RPL10P14 RPL23AP72 RPL31P56 RPL34P29 RPS2P44 SALL1 SIAH1 SLC6A2 SNORA70 SNX20 SOD1P2 TENT4B TOX3 UBA52P8 UNGP1 ZNF423 chr16q13 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr16q13 AMFR ARL2BP BBS2 CETP CFAP69P1 CPNE2 CPNE2-DT DPPA2P4 GNAO1 GNAO1-AS1 GNAO1-DT HERPUD1 MIR138-2 MIR3935 MIR6863 MT1A MT1B MT1CP MT1DP MT1E MT1F MT1G MT1H MT1IP MT1JP MT1L MT1M MT1X MT2A MT3 MT4 NLRC5 NUDT21 NUP93 NUP93-DT OGFOD1 PLLP PSME3IP1 RPS24P17 RSPRY1 SLC12A3 chr16q21 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr16q21 ADGRG1 ADGRG3 ADGRG5 APOOP5 BEAN1 BEAN1-AS1 CCDC102A CCDC113 CCL17 CCL22 CDH11 CDH5 CDH8 CDH8-AS1 CFAP20 CIAPIN1 CKLF CKLF-CMTM1 CMTM1 CMTM2 CNGB1 CNOT1 COQ9 CSNK2A2 CX3CL1 DOK4 DPPA3P11 DRC7 DUXAP11 ENSG00000187185 ENSG00000261436 ENSG00000261638 GEMIN8P2 GINS3 GNPATP GOT2 HMGB3P32 KATNB1 KIFC3 LINC00920 LINC00922 LINC02126 LINC02137 LINC02141 LINC02165 MIR6772 MMP15 MTCH2P3 NDRG4 NPAP1L POLR2C PPIAP48 PRSS54 RN7SKP76 RN7SL143P RN7SL645P RNA5SP428 RNU4-58P RNU6-103P RNU6-1110P RNU6-1155P RNU6-20P RNU6-21P RNU6-269P RPL12P36 RPL23AP91 RPS15AP34 RPS27AP16 RPS27P27 SETD6 SLC38A7 SNORA46 SNORA50A TEPP TIPINP2 TK2 UBE2FP2 USB1 ZNF319 chr16q22 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr16q22 AARS1 ACD AGRP AP1G1 ATP5F1AP3 ATP6V0D1 ATP6V0D1-DT ATXN1L B3GNT9 C16orf86 CA7 CALB2 CARMIL2 CBFB CDH1 CDH16 CDH3 CDH3-AS1 CENPT CES2 CES3 CES4A CHST4 CHTF8 CIAO2B CLEC18A CLEC18C CMTM3 CMTM4 CMTR2 COG4 COG8 CTCF CTCF-DT CTRL CYB5B DDX19A DDX19A-DT DDX19B DDX28 DERPC DHODH DHX38 DPEP2 DPEP2NB DPEP3 DUS2 DYNC1LI2 DYNC1LI2-DT E2F4 EDC4 ELMO3 ENKD1 ENSG00000212445 ENSG00000247228 ENSG00000252040 ESRP2 EXOC3L1 EXOSC6 FBXL8 FBXL9P FCSK FHOD1 FTLP14 GFOD2 HAS3 HCCAT5 HP HPR HSD11B2 HSF4 HSPE1P5 HYDIN IL34 IST1 KARS1P3 KCTD19 KRT18P18 LCAT LINC01568 LINC01572 LINC02136 LOC102723786 LRRC36 MARVELD3 MATCAP1 MIR140 MIR1538 MIR1972-2 MIR328 MIR6773 MTSS2 NAE1 NFAT5 NFATC3 NIP7 NOB1 NOL3 NPIPB14P NQO1 NQO1-DT NRN1L NUTF2 PARD6A PDF PDP2 PDPR PDXDC2P PDXDC2P-NPIPB14P PHAF1 PHLPP2 PKD1L3 PLA2G15 PLEKHG4 PMFBP1 PRMT7 PSKH1 PSMB10 RANBP10 RIPOR1 RN7SKP118 RN7SL279P RN7SL543P RNA5SP429 RNU1-123P RNU4-30P RNU4-36P RNU6-1061P RNU6-1262P RNU6-208P RNU6-22P RNU6-23P RNU6-359P RNU6-898P RNU6ATAC25P RNU7-71P RNU7-90P RPL35AP33 RPL39P31 RPS12P27 RPS27P26 RPS2P45 RPSAP56 RRAD SF3B3 SLC12A4 SLC7A6 SLC7A6OS SLC9A5 SMG1P7 SMPD3 SNORA62 SNORA70D SNORD111 SNORD111B SNORD71 SNTB2 ST3GAL2 TANGO6 TAT TAT-AS1 TERB1 TERF2 THAP11 TLE7 TMED6 TMEM208 TPPP3 TRADD TSNAXIP1 TXNL4B UTP4 VAC14 VAC14-AS1 VPS4A WWP2 ZDHHC1 ZFHX3 ZFHX3-AS1 ZFP90 ZNF19 ZNF23 ZNF821 chr16q23 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr16q23 ADAMTS18 ADAT1 ARLNC1 ATMIN ATP5PBP7 BCAR1 BCO1 C16orf46 C16orf46-DT CDH13 CDH13-AS1 CDH13-AS2 CDYL2 CEDORA CENPN CENPN-AS1 CFDP1 CHST5 CHST6 CLEC18B CLEC3A CMC2 CMIP CNTNAP4 CPHXL CPHXL2 CTRB1 CTRB2 DUXB DYNLRB2 DYNLRB2-AS1 ENSG00000252122 ENSG00000260832 ENSG00000260862 ENSG00000261170 ENSG00000261285 ENSG00000286894 ENSG00000288821 FA2H GABARAPL2 GAN GCSH GLG1 HSBP1 HSD17B2 HSD17B2-AS1 HSPE1P7 KARS1 KRT8P22 LDHD LINC01227 LINC01228 LINC01229 LINC02125 LINC02131 LOC100506281 LOC105371361 LSM3P5 MAF MAFTRR MIR3182 MIR4719 MIR4720 MIR6504 MIR7854 MIR8058 MLKL MLYCD MON1B MPHOSPH6 MPHOSPH6-DT MTCYBP28 NECAB2 NPIPB15 NUDT7 OSGIN1 PCHILR PDPR2P PKD1L2 PLCG2 PPIAP49 PPIAP50 PPIAP51 PSMD7 PSMD7-DT RFWD3 RN7SKP176 RN7SKP190 RN7SKP233 RN7SL134P RN7SL520P RNA5SP430 RNA5SP431 RNA5SP432 RNU6-1191P RNU6-237P RNU6-758P RPL18P13 RPL21P118 RPS3P7 SDR42E1 SLC38A8 SNORD33 SYCE1L TERF2IP TMEM170A TMEM231 TMEM231P1 TMPOP2 VAT1L VN2R10P WDR59 WWOX WWOX-AS1 ZFP1 ZNRF1 chr16q24 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr16q24 ACSF3 ADAD2 AFG3L1P ANKRD11 APRT ATP2C2 ATP2C2-AS1 BANP C16orf74 C16orf95 C16orf95-DT CA5A CBFA2T3 CDH15 CDK10 CDT1 CENPBD1P CHMP1A CIBAR2 CICP25 COTL1 COX4I1 COX6CP16 CPNE7 CRISPLD2 CTU2 CYBA DBNDD1 DEF8 DNAAF1 DPEP1 EMC8 ENSG00000182376 ENSG00000205037 ENSG00000226180 ENSG00000250685 ENSG00000259881 ENSG00000260279 ENSG00000261095 ENSG00000261697 ENSG00000270159 FAM157C FANCA FBXO31 FENDRR FLJ30679 FOXC2 FOXC2-AS1 FOXF1 FOXL1 GALNS GAS8 GAS8-AS1 GINS2 GSE1 HSDL1 IL17C IRF8 JPH3 KCNG4 KIAA0513 KLHDC4 KLHL36 LINC00304 LINC00311 LINC00917 LINC01081 LINC01082 LINC02132 LINC02135 LINC02138 LINC02139 LINC02166 LINC02176 LINC02181 LINC02182 LINC02188 LINC02189 LINC02193 MAP1LC3B MBTPS1 MBTPS1-DT MC1R MEAK7 MIR1910 MIR4722 MIR5093 MIR5189 MIR6774 MIR6775 MTHFSD MVD PABPN1L PIEZO1 PRDM7 RN7SL381P RNA5SP433 RNF166 RNU1-103P RNU6-355P RNU6-430P RPL13 RPL7AP63 SLC22A31 SLC7A5 SNAI3 SNAI3-AS1 SNORD68 SPATA2L SPATA33 SPG7 SPIRE2 TAF1C TCF25 TRAPPC2L TUBB3 TUBB8P7 URAHP USP10 VPS9D1 VPS9D1-AS1 WFDC1 ZC3H18 ZCCHC14 ZCCHC14-DT ZDHHC7 ZFPM1 ZFPM1-AS1 ZNF276 ZNF469 ZNF778 ZNF778-DT chr17p11 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr17p11 ABHD17AP6 ACTG1P24 AKAP10 ALDH3A1 ALDH3A2 ALKBH5 ATPAF2 B9D1 BRI3P3 CCDC144A CCDC144BP CCDC144CP CCDC144NL CCDC144NL-AS1 CDRT15L2 CENPV COPS3 COTL1P1 COTL1P2 DHRS7B DRC3 DRG2 EIF1P5 ENSG00000212618 ENSG00000230709 ENSG00000250111 ENSG00000286743 EPN2 EPN2-AS1 EVPLL FAM106A FAM106B FAM106C FAM27E5 FAM83G FBXW10 FLCN FLII FLJ36000 FOXO3B FTLP12 FTLP13 GID4 GRAP GRAPL HNRNPA1P19 KCNJ12 KCNJ18 KCTD9P1 KRT16P1 KRT16P2 KRT16P3 KRT16P4 KRT16P5 KRT16P6 KRT17P1 KRT17P2 KRT17P4 KRT17P5 KRT17P6 KRT17P7 KYNUP1 KYNUP2 KYNUP3 LGALS9B LGALS9C LINC01563 LINC02002 LINC02076 LINC02088 LINC02090 LINC02094 LINC02693 LLGL1 LRRC75A MAP2K3 MAPK7 MED9 MEIS3P2 MFAP4 MIEF2 MIR1180 MIR1288 MIR33B MIR6777 MIR6778 MPRIP MPRIP-AS1 MTATP6P3 MTCO1P39 MTCO3P13 MTCYBP13 MTND1P14 MTND1P15 MTND2P12 MTND2P13 MTND6P35 MYO15A NATD1 NCOR1 NCOR1P2 NDUFB4P3 NEK4P2 NMTRQ-TTG12-1 NMTRS-TGA3-1 NOS2P2 NOS2P3 NOS2P4 NT5M OLA1P2 PAIP1P2 PDLIM1P2 PEMT PIGL PLD6 PRPSAP2 RAI1 RAI1-AS1 RASD1 RN7SL426P RN7SL442P RN7SL620P RN7SL627P RN7SL775P RNASEH1P1 RNASEH1P2 RNF112 RNFT1P3 RNU6-1057P RNU6-1178P RNU6-258P RNU6-405P RNU6-467P RNU6-468P RNU6-767P RNU6-862P RPL13P12 RPL17P43 RPL21P120 RPL21P121 RPL7AP65 RPS2P46 SCDP1 SHMT1 SLC47A1 SLC47A1P1 SLC47A1P2 SLC47A2 SLC5A10 SMCR2 SMCR5 SMCR8 SNHG29 SNORA59B SNORD3A SNORD3B-1 SNORD3B-2 SNORD3C SNORD3D SNORD49A SNORD49B SNORD65 SPECC1 SPECC1-DT SPECC1P2 SREBF1 SRP68P1 SRP68P2 SRP68P3 SRSF6P2 TBC1D27P TBC1D28 TBC1D3P3 TBC1D3P4 TMEM11 TMEM11-DT TNFRSF13B TNPO1P2 TNPO1P3 TOM1L2 TOP3A TRIM16L TRPV2 TSEN15P1 TVP23B UBB UBBP4 UBE2SP2 ULK2 UPF3AP1 UPF3AP2 USP22 USP32P1 USP32P2 USP32P3 WEE1P2 YWHAEP2 YWHAEP3 ZNF286B ZNF287 ZNF624 ZSWIM5P2 chr17p12 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr17p12 ADORA2B ARHGAP44 ARHGAP44-AS1 CDRT15 CDRT15P1 CDRT15P2 CDRT4 CDRT7 CDRT8 COX10 COX10-DT DNAH9 ELAC2 ENSG00000232058 FBXW10B HS3ST3A1 HS3ST3B1 IL6STP1 LINC00670 LINC02087 LINC02093 LINC02096 MAP2K4 MEIS3P1 MIR1269B MIR4731 MIR548H3 MIR744 MYOCD MYOCD-AS1 PIRT PMP22 PPIAP53 RN7SL601P RN7SL792P RNA5SP436 RNU11-2P RNU6-1065P RNU6-314P RNU6-799P RPL15P21 RPL21P122 RPL22P21 RPL23AP76 RPL9P2 RPLP1P11 RPS18P12 SHISA6 SNORA74 SPECC1P1 TBC1D26 TBC1D26-AS1 TEKT3 TMEM238L TRIM16 TTC19 TVP23C TVP23C-CDRT4 UBE2SP1 ZNF18 ZNF286A ZNF286A-TBC1D26 ZNF29P ZSWIM5P1 ZSWIM7 chr17p13 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr17p13 ABR ABR-AS1 ACADVL ACAP1 ADPRM AIPL1 ALOX12 ALOX12-AS1 ALOX12B ALOX12P2 ALOX15 ALOX15B ALOX15P1 ALOXE3 ALOXE3P1 ANKFY1 ARHGEF15 ARRB2 ASGR1 ASGR2 ASPA ATP1B2 ATP2A3 ATP6V0CP1 AURKB BCL6B BHLHA9 BORCS6 BTF3P14 C17orf100 C17orf107 C17orf114 C17orf49 C17orf97 C1QBP CAMKK1 CAMTA2 CAMTA2-AS1 CCDC42 CCDC92B CD68 CFAP52 CHD3 CHRNB1 CHRNE CLDN7 CLEC10A CLUH CNTROB CRK CTC1 CTDNEP1 CTNS CTNS-AS1 CXCL16 CYB5D1 CYB5D2 DBIL5P DERL2 DHRS7C DHX33 DHX33-DT DLG4 DNAH2 DOC2B DPH1 DPH1-AS1 DVL2 EFNB3 EIF4A1 EIF4A1P9 EIF5A ELP5 EMC6 ENO3 ENSG00000212206 ENSG00000225084 ENSG00000228133 ENSG00000233223 ENSG00000261848 ENSG00000262003 ENSG00000262231 ENSG00000262884 ENSG00000262966 ENSG00000282936 ENSG00000283025 ENSG00000284837 ENSG00000286190 FBXO39 FGF11 FXR2 GABARAP GAS7 GEMIN4 GGT6 GLOD4 GLP2R GLTPD2 GP1BA GPS2 GSG1L2 GUCY2D HASPIN HES7 HIC1 HNRNPA1P16 INCA1 INPP5K ITGAE KCNAB3 KCTD11 KDM6B KIAA0753 KIF1C KIF1C-AS1 KRBA2 LINC00324 LINC01975 LINC01996 LINC02091 LINC02887 LOC105371430 LOC124904108 MAGOH2P MCUR1P1 MED11 MED31 METTL16 MFSD1P1 MFSD6L MINK1 MIR1253 MIR132 MIR195 MIR212 MIR22 MIR22HG MIR3183 MIR324 MIR4314 MIR4520-1 MIR4520-2 MIR4521 MIR497 MIR497HG MIR6776 MIR6864 MIR6865 MIR6883 MIS12 MNT MPDU1 MRM3 MYBBP1A MYH1 MYH10 MYH13 MYH2 MYH3 MYH4 MYH8 MYHAS MYO1C NAA38 NCBP3 NDEL1 NEURL4 NLGN2 NLRP1 NPM1P45 NTN1 NUP88 NXN ODF4 OR1A1 OR1A2 OR1AC1P OR1D2 OR1D3P OR1D4 OR1D5 OR1E1 OR1E2 OR1E3 OR1G1 OR1P1 OR1R1P OR3A1 OR3A2 OR3A3 OR3A4P OVCA2 P2RX1 P2RX5 P2RX5-TAX1BP3 PAFAH1B1 PELP1 PELP1-DT PER1 PFAS PFN1 PHF23 PIK3R5 PIK3R5-DT PIK3R6 PIMREG PITPNA PITPNA-AS1 PITPNM3 PLD2 PLSCR3 POLR2A PPIAP52 PRAL PRPF8 PSMB6 RABEP1 RANGRF RAP1GAP2 RCVRN RFLNB RILP RN7SL105P RN7SL33P RN7SL608P RN7SL624P RN7SL774P RN7SL784P RNA5SP434 RNA5SP435 RNASEK RNASEK-C17orf49 RNF167 RNF222 RNF227 RNU6-1264P RNU6-955P RNU7-43P RPA1 RPAIN RPH3AL RPH3AL-AS1 RPH3AL-AS2 RPL19P18 RPL21P125 RPL23AP73 RPL26 RPL29P2 RPL7AP64 RPS27AP1 RPS4XP17 RTN4RL1 RYKP1 SAMD11P1 SAT2 SCARF1 SCARNA21 SCGB1C2 SCIMP SCO1 SENP3 SENP3-EIF4A1 SERPINF1 SERPINF2 SGSM2 SGSM2-AS1 SHBG SHPK SLC13A5 SLC16A11 SLC16A13 SLC25A11 SLC25A35 SLC2A4 SLC35G6 SLC43A2 SLC52A1 SMG6 SMG6-IT1 SMTNL2 SMYD4 SNORA48 SNORA67 SNORD10 SNORD118 SNORD91A SNORD91B SOX15 SPAG7 SPATA22 SPDYE4 SPEM1 SPEM2 SPEM3 SPICP3 SPNS2 SPNS2-AS1 SPNS3 SRR STX8 TAX1BP3 TEKT1 TIMM22 TLCD2 TLCD3A TM4SF5 TMEM102 TMEM107 TMEM220 TMEM220-AS1 TMEM256 TMEM256-PLSCR3 TMEM88 TMEM95 TNFSF12 TNFSF12-TNFSF13 TNFSF13 TNK1 TP53 TRAPPC1 TRARG1 TRPV1 TRPV3 TSR1 TXNDC17 TXNP4 UBE2G1 USP43 USP6 VAMP2 VMO1 VPS53 WDR81 WRAP53 WSCD1 XAF1 YBX2 YWHAE ZBTB4 ZFP3 ZFP3-DT ZMYND15 ZNF232 ZNF232-AS1 ZNF594 ZNF594-DT ZZEF1 chr17q11 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr17q11 ABHD15 ABHD15-AS1 ADAP2 AK4P1 ALDOC ALOX12P1 ANKRD13B ARGFXP2 ATAD5 BLMH BLTP2 C17orf75 CDK5R1 COPRS CORO6 CPD CPDP1 CRLF3 CRYBA1 DHRS13 DPRXP4 EFCAB5 ENSG00000214708 ENSG00000236377 ENSG00000239129 ENSG00000264734 ENSG00000265222 ENSG00000265246 ENSG00000265845 ERAL1 ERVE-1 EVI2A EVI2B FAM222B FLOT2 FOXN1 GIT1 GOSR1 GPR160P2 GTF2IP6 H2BN1 H3P41 IFT20 ITM2BP1 KRT17P3 KRT18P55 KSR1 LGALS9 LGALS9DP LINC01992 LINC02978 LOC107984974 LRRC37B LRRC37BP1 LYRM9 MIR144 MIR193A MIR3184 MIR365B MIR365BHG MIR423 MIR451A MIR451B MIR4522 MIR4523 MIR4723 MIR4724 MIR4725 MIR4732 MIR4733 MIR4733HG MIR632 MSANTD3P1 MYO18A MYO1D NEK8 NF1 NLK NOS2 NOS2P1 NSRP1 NUFIP2 OMG OOSP1P2 PDLIM1P3 PHF12 PIGS PIPOX POLDIP2 PPY2P PROCA1 PSMD11 PYY2 RAB11FIP4 RAB34 RHBDL3 RHOT1 RN7SL138P RN7SL316P RN7SL45P RN7SL79P RNA5SP437 RNF135 RNU4-34P RNU6-1034P RNU6-1134P RNU6-1267P RNU6-298P RNU6-711P RNU6-920P RNU6-990P RNU6ATAC7P RNY4P13 RPL21P123 RPL23A RPL31P58 RPL34P31 RPL35AP35 RPL9P30 RPS12P28 RPS16P8 RPS29P22 RPS7P1 RSKR SARM1 SDF2 SEBOX SEZ6 SH3GL1P1 SH3GL1P2 SLC13A2 SLC46A1 SLC6A4 SMURF2P1 SNORA70 SNORD42A SNORD42B SNORD4A SNORD4B SNORD63 SPACA3 SPAG5 SPAG5-AS1 SSH2 SUPT6H SUZ12 SUZ12P1 SYPL1P2 TAOK1 TBC1D29P TBC1D3P5 TEFM TLCD1 TMEM199 TMEM97 TMEM98 TMIGD1 TNFAIP1 TP53I13 TRAF4 TUFMP1 TWF1P1 UBL5P2 UNC119 UTP6 VN1R71P VTN WDR45BP1 WSB1 ZNF207 chr17q12 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr17q12 AA06 AATF ACACA AP2B1 ARHGAP23 ARL5C ASIC2 C17orf50 C17orf78 C17orf98 CACNB1 CCL1 CCL11 CCL13 CCL14 CCL15 CCL15-CCL14 CCL16 CCL18 CCL2 CCL23 CCL3 CCL3-AS1 CCL3L1 CCL4 CCL4L2 CCL5 CCL7 CCL8 CCT6B CDK12 CISD3 CWC25 DDX52 DHRS11 DUSP14 E2F3P1 ENSG00000289011 ENSG00000289485 EPOP ERBB2 FBXL20 FBXO47 FNDC8 GAS2L2 GGNBP2 GPR179 GRB7 HEATR9 HMGB1P24 HNF1B LASP1 LASP1NB LHX1 LHX1-DT LIG3 LINC01989 LINC02079 LOC101929494 LOC105371745 LRRC37A11P LRRC37A9P LYZL6 MED1 MIEN1 MIR2909 MIR378J MIR4726 MIR4727 MIR4728 MIR4734 MIR6779 MLLT6 MMP28 MRM1 MRPL45 MYO19 NEUROD2 NLE1 NPEPPSP1 PCGF2 PEX12 PGAP3 PIGW PIP4K2B PLXDC1 PNMT PPP1R1B PSMB3 RAD51D RASL10B RDM1 RDM1P5 RFFL RN7SL301P RNA5SP438 RNA5SP439 RNA5SP440 RNA5SP526 RNU6-1192P RNU6-233P RNU6-489P RNU6-840P RNU6-866P RPL19 RPL23 SLC35G3 SLFN11 SLFN12 SLFN12L SLFN13 SLFN14 SLFN5 SNHG30 SNORA21 SNORA21B SNORD7 SOCS7 SPICP2 SRCIN1 STAC2 STARD3 SYNRG TADA2A TAF15 TAF5LP1 TBC1D3 TBC1D3B TBC1D3C TBC1D3D TBC1D3E TBC1D3F TBC1D3G TBC1D3H TBC1D3I TBC1D3JP TBC1D3K TBC1D3L TCAP TLK2P1 TMEM132E TMEM132E-DT TOMM20P2 UFM1P2 UNC45B YWHAEP7 ZNF830 ZNHIT3 chr17q21 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr17q21 AARSD1 ABCC3 ABI3 ACBD4 ACLY ACSF2 ADAM11 ANKRD40 ANKRD40CL AOC2 AOC3 AOC4P ARHGAP27 ARL17A ARL17B ARL4D ASB16 ASB16-AS1 ATP5MC1 ATP5MGP7 ATP6V0A1 ATXN7L3 ATXN7L3-AS1 B4GALNT2 B4GALNT2P1 BECN1 BRCA1 BRCA1P1 C17orf113 C1QL1 CACNA1G CACNA1G-AS1 CALCOCO2 CASC3 CAVIN1 CBX1 CCDC103 CCDC200 CCDC43 CCR10 CCR7 CD300LG CDC27 CDC6 CDK5RAP3 CFAP97D1 CHAD CNP CNTD1 CNTNAP1 COA3 COASY COL1A1 COPZ2 COX6B1P2 CRHR1 CSF3 DBF4B DCAKD DHX58 DHX8 DLX3 DLX4 DNAJC7 DND1P1 DUSP3 EFCAB13 EFCAB13-DT EFCAB15P EFTUD2 EIF1 EIF4EP2 EME1 ENSG00000212149 ENSG00000212565 ENSG00000238804 ENSG00000250286 ENSG00000251239 ENSG00000267288 ENSG00000267638 ENSG00000273709 ENSG00000274432 ENSG00000275616 ENSG00000288961 EPN3 ETV4 EZH1 FAM117A FAM171A2 FAM187A FAM215A FAM215B FKBP10 FLJ40194 FMNL1 FMNL1-AS1 FMNL1-DT FZD2 G6PC1 G6PC3 GAST GFAP GHDC GIP GJC1 GJD3 GJD3-AS1 GNGT2 GOSR2 GOSR2-DT GPATCH8 GRN GSDMA GSDMB H1-9P HAP1 HCRT HDAC5 HEXIM1 HEXIM2 HEXIM2-AS1 HIGD1B HMGB3P27 HMGN2P15 HOXB-AS1 HOXB-AS2 HOXB-AS3 HOXB-AS4 HOXB1 HOXB13 HOXB2 HOXB3 HOXB4 HOXB5 HOXB6 HOXB7 HOXB8 HOXB9 HROB HSD17B1 HSD17B1-AS1 HSD17B1P1 HSPB9 IFI35 IGF2BP1 IGFBP4 IKZF3 ITGA2B ITGA3 ITGB3 JUP KANSL1 KANSL1-AS1 KAT2A KAT7 KCNH4 KIF18B KIF18B-DT KLHL10 KLHL11 KPNB1 KPNB1-DT KRT10 KRT10-AS1 KRT12 KRT13 KRT14 KRT15 KRT16 KRT17 KRT19 KRT20 KRT222 KRT223P KRT224P KRT23 KRT24 KRT25 KRT26 KRT27 KRT28 KRT31 KRT32 KRT33A KRT33B KRT34 KRT35 KRT36 KRT37 KRT38 KRT39 KRT40 KRT41P KRT42P KRT43P KRT8P34 KRT9 KRTAP1-1 KRTAP1-3 KRTAP1-4 KRTAP1-5 KRTAP16-1 KRTAP17-1 KRTAP2-1 KRTAP2-2 KRTAP2-3 KRTAP2-4 KRTAP2-5P KRTAP29-1 KRTAP3-1 KRTAP3-2 KRTAP3-3 KRTAP3-4P KRTAP4-1 KRTAP4-11 KRTAP4-12 KRTAP4-16 KRTAP4-17P KRTAP4-2 KRTAP4-3 KRTAP4-4 KRTAP4-5 KRTAP4-6 KRTAP4-7 KRTAP4-8 KRTAP4-9 KRTAP9-1 KRTAP9-10P KRTAP9-11P KRTAP9-12P KRTAP9-2 KRTAP9-3 KRTAP9-4 KRTAP9-6 KRTAP9-7 KRTAP9-8 KRTAP9-9 LINC00671 LINC00910 LINC00974 LINC01180 LINC01969 LINC01974 LINC01976 LINC02071 LINC02073 LINC02075 LINC02086 LINC02210 LINC02210-CRHR1 LINC02594 LINC03057 LOC100505782 LOC124904138 LOC124904145 LOC124904146 LOC124904151 LRRC37A LRRC37A17P LRRC37A2 LRRC37A4P LRRC3C LRRC46 LRRC59 LSM12 LUC7L3 MAP3K14 MAP3K14-AS1 MAPK8IP1P1 MAPK8IP1P2 MAPT MAPT-AS1 MAPT-IT1 MBTD1 MED24 MEIOC MEOX1 MIR10A MIR1203 MIR152 MIR196A1 MIR2117 MIR2117HG MIR3185 MIR4315-1 MIR5010 MIR5089 MIR548AT MIR6129 MIR6165 MIR6510 MIR6780A MIR6781 MIR6782 MIR6783 MIR6784 MIR6866 MIR6867 MIR6884 MIR8059 MLX MPP2 MPP3 MRPL10 MRPL27 MRPL45P2 MRPS21P9 MSL1 MYCBPAP MYL4 NAGLU NAGS NBR1 NBR2 NFE2L1 NFE2L1-DT NGFR NGFR-AS1 NKIRAS2 NME1 NME1-NME2 NME2 NMT1 NPEPPS NR1D1 NSF NSFP1 NT5C3B NXPH3 ODAD4 ORMDL3 OSBPL7 P3H4 PDK2 PHB1 PHOSPHO1 PICART1 PLCD3 PLEKHH3 PLEKHM1 PNPO PPIAP54 PPP1R9B PPY PRAC1 PRAC2 PRR15L PSMC3IP PSMD3 PSME3 PTGES3L PTGES3L-AARSD1 PTP4A2P1 PYY RAB5C RAB5C-AS1 RAMP2 RAMP2-AS1 RAPGEFL1 RARA RARA-AS1 RDM1P1 RDM1P2 RETREG3 RN7SL125P RN7SL199P RN7SL258P RN7SL270P RN7SL399P RN7SL405P RN7SL507P RN7SL656P RN7SL819P RNA5SP441 RNA5SP442 RNA5SP443 RND2 RNU1-42P RNU2-1 RNU2-32P RNU2-4P RNU6-1137P RNU6-1152P RNU6-1201P RNU6-1313P RNU6-131P RNU6-287P RNU6-406P RNU6-453P RNU6-470P RNU6-826P RNU6-971P RNU6ATAC3P RNU7-186P RNU7-97P RPL21P4 RPL23AP75 RPL27 RPL29P31 RPL5P33 RPL6P26 RPL7L1P5 RPL7P48 RPL9P28 RPRML RPS26P8 RPS7P11 RSAD1 RUNDC1 RUNDC3A RUNDC3A-AS1 SAMD14 SCRN2 SGCA SHC1P2 SKAP1 SKAP1-AS1 SKAP1-AS2 SLC25A39 SLC35B1 SLC4A1 SMARCE1 SMCO4P1 SNF8 SNORD124 SNX11 SOST SP2 SP2-AS1 SP2-DT SP6 SPAG9 SPATA20 SPATA32 SPOP SPPL2C SRP14P3 STAT3 STAT5A STAT5B STH SUMO2P17 SUMO2P7 TAC4 TBC1D3P7 TBKBP1 TBX21 THRA TMEM101 TMEM106A TMEM92 TMEM92-AS1 TMUB2 TNS4 TOB1 TOB1-AS1 TOP2A TTLL6 TUBG1 TUBG2 UBE2Z UBTF UTP18 VAT1 VPS25 WFIKKN2 WHSC1L2P WIPF2 WNK4 WNT3 WNT9B XYLT2 ZNF385C ZNF652 ZNF652-AS1 ZPBP2 chr17q22 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr17q22 AKAP1 AKAP1-DT ANKFN1 ARL2BPP8 C17orf67 CA10 CCDC182 COIL COX11 CUEDC1 DGKE DYNLL2 DYNLL2-DT ENSG00000263499 ENSG00000266100 ENSG00000287337 EPX GARS1P1 GDPD1 HLF HSF5 IGBP1C ISCA1P3 KIF2B LINC01982 LINC02089 LINC02876 LPO MIR142 MIR142HG MIR301A MIR3614 MIR454 MIR4729 MIR4736 MKS1 MMD MPO MRPS23 MSI2 MSX2P1 MTCO1P40 MTMR4 NOG OR4D1 OR4D2 PCTP PPM1E PRR11 PRR11-AS1 RAD51C RN7SKP14 RN7SKP94 RN7SL449P RN7SL716P RNF126P1 RNF43 RNU1-108P RNU1-52P RNU2-58P RNU6-1158P RNU6-1249P RNU6-518P RNU7-134P RNVU1-34 RPL39P33 RPS2P48 SCPEP1 SEPTIN4 SEPTIN4-AS1 SETP3 SKA2 SMG8 SMIM36 SNRPGP17 SPDYE22P SRSF1 STXBP4 SUPT4H1 TEX14 TMEM100 TOM1L1 TRIM25 TRIM37 TSPOAP1 TSPOAP1-AS1 VEZF1 YPEL2 chr17q23 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr17q23 ACE ACE3P APPBP2 APPBP2-DT ATP5MFP4 BCAS3 BCAS3-AS1 BRIP1 CA4 CCDC47 CD79B CEP95 CHCT1 CLTC CSH1 CSH2 CSHL1 CYB561 DCAF7 DDX42 DDX5 DHX40 DHX40P1 DNAJB6P8 EEF1DP7 EFCAB3 ENSG00000265702 ENSG00000267131 ENSG00000267248 ENSG00000280852 ENSG00000287664 ERN1 FAM136DP FTSJ3 GH1 GH2 H3P42 HEATR6 HEATR6-DT HMGN1P28 ICAM2 INTS2 KCNH6 KRT18P61 LIMD2 LINC01476 LINC01999 LINC02875 MAP3K3 MARCHF10 MARCHF10-DT MED13 METTL2A MILR1 MIR21 MIR3064 MIR4737 MIR5047 MIR633 MRC2 NACA2 NDUFB8P2 PECAM1 POLG2 POLRMTP1 PPIAP55 PPM1D PRELID3BP3 PRR29 PRR29-AS1 PSMC5 PTRH2 RN7SL448P RN7SL606P RN7SL800P RNFT1 RNFT1-DT RNU4-13P RNU6-288P RNU6-446P RNU6-450P RNU6-623P RNU7-52P RPL12P38 RPL23AP74 RPL31P57 RPL32P32 RPL36AP46 RPL36AP47 RPS23P7 RPS29P21 RPS6KB1 RPSAP66 SCARNA20 SCN4A SEPTIN7P12 SMARCD2 SNHG25 SNORA50C SNORD104 STRADA TACO1 TANC2 TBC1D3P1 TBC1D3P1-DHX40P1 TBC1D3P2 TBX2 TBX2-AS1 TBX4 TCAM1P TEX2 TLK2 TRMT112P3 TUBD1 USP32 USP32P4 VMP1 WFDC21P chr17q24 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr17q24 ABCA10 ABCA5 ABCA6 ABCA8 ABCA9 ABCA9-AS1 AMZ2 AMZ2P1 APOH ARHGAP27P1-BPTFP1-KPNA2P3 ARHGAP27P2 ARSG AXIN2 BPTF BPTFP1 C17orf58 CACNG1 CACNG4 CACNG5 CALM2P1 CASC17 CEP112 ENSG00000207410 ENSG00000252274 ENSG00000265055 ENSG00000290052 FAM20A FBXO36P1 GNA13 HELZ HELZ-AS1 KCNJ16 KCNJ2 KCNJ2-AS1 KPNA2 KPNA2P3 LINC00511 LINC00674 LINC01028 LINC01152 LINC01482 LINC01483 LINC01497 LINC02003 LINC02097 LINC02563 LRRC37A16P LRRC37A3 MAP2K6 MICOS10P2 MIR4315-2 MIR4524A MIR4524B MIR548AA2 MIR548D2 MIR6080 MIR634 MIR635 MYL6P5 NOL11 PITPNC1 PLEKHM1P1 PRKAR1A PRKCA PRKCA-AS1 PRO1804 PSMD12 PSMD7P1 RDM1P3 RDM1P4 RGS9 RN7SKP180 RN7SL404P RN7SL622P RN7SL735P RN7SL756P RNA5SP444 RNA5SP445 RNA5SP446 RNA5SP447 RNU6-928P RNU7-115P RNU7-155P ROCR RPL17P41 RPL32P33 RPL36AP48 RPSAP67 SEC24AP1 SH3GL1P3 SLC16A6 SLC16A6P1 SMURF2 SNORA38B SNRPGP4 SOX9 SOX9-AS1 WIPI1 chr17q25 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr17q25 AANAT AATK ACOX1 ACTG1 AFMID ALYREF ANAPC11 ARHGDIA ARL16 ARMC7 ASPSCR1 ATF4P3 ATG12P1 ATP5MGP6 ATP5PD B3GNTL1 BAHCC1 BAIAP2 BAIAP2-DT BIRC5 BTBD17 C17orf80 C17orf99 C1QTNF1 C1QTNF1-AS1 CANT1 CARD14 CASKIN2 CBX2 CBX4 CBX8 CCDC137 CCDC40 CCDC57 CD300A CD300C CD300E CD300H CD300LB CD300LD CD300LD-AS1 CD300LF CD7 CDC42EP4 CDK3 CDR2L CENPX CEP131 CEP295NL CHMP6 COG1 CPSF4L CSNK1D CYBC1 CYCSP40 CYGB CYTH1 DCXR DCXR-DT DNAH17 DNAH17-AS1 DNAI2 DUS1L EIF4A3 EIF5AP2 ENDOV ENGASE ENPP7 ENSG00000200063 ENSG00000261335 ENSG00000261924 ENSG00000262833 ENSG00000263063 ENSG00000263574 ENSG00000264985 ENSG00000267568 ENSG00000267665 ENSG00000279801 ENSG00000284526 ENSG00000287403 ENSG00000289070 EVPL EXOC7 FAAP100 FADS6 FAM104A FASN FBF1 FDXR FN3K FN3KRP FOXJ1 FOXK2 FSCN2 GAA GALK1 GALR2 GCGR GGA3 GPR142 GPRC5C GPS1 GRB2 GRIN2C H3-3B HEXD HEXD-IT1 HGS HID1 HID1-AS1 ITGB4 JMJD6 JPT1 KCTD2 KIF19 LGALS3BP LINC00469 LINC00482 LINC00868 LINC01970 LINC01971 LINC01973 LINC01977 LINC01978 LINC01979 LINC01987 LINC01993 LINC02074 LINC02078 LINC02080 LINC02092 LINC03048 LLGL2 LOC124904072 LRRC45 MAFG MAFG-AS1 MCRIP1 METRNL METTL23 MFSD11 MGAT5B MGC16275 MIF4GD MIF4GD-DT MILIP MIR1250 MIR1268B MIR3065 MIR3186 MIR338 MIR3615 MIR3678 MIR4316 MIR4525 MIR4730 MIR4738 MIR4739 MIR4740 MIR636 MIR6516 MIR657 MIR6785 MIR6786 MIR6787 MIR6868 MRPL12 MRPL38 MRPL58 MRPS7 MXRA7 MYADML2 MYO15B NARF NARF-AS1 NARF-AS2 NARF-IT1 NAT9 NDUFAF8 NHERF1 NOTUM NPB NPLOC4 NPTX1 NT5C NUP85 OGFOD3 OTOP2 OTOP3 OXLD1 P4HB PCYT2 PDE6G PGS1 POLR3KP2 PPP1R27 PRCD PRPSAP1 PVALEF PYCR1 PYCR1-AS1 QRICH2 RAB37 RAB40B RAC3 RBFOX3 RECQL5 RENO1 RFNG RHBDF2 RN7SL236P RN7SL454P RN7SL573P RNA5SP448 RNF157 RNF157-AS1 RNF213 RNF213-AS1 RNU1-80P RNU4-47P RNU6-227P RNU6-24P RNU6-362P RNU6-625P RNU6-638P RNU6-938P RNU6-97P RNY4P36 RPL12P37 RPL23AP87 RPL31P7 RPL32P31 RPL36AP7 RPL38 RPL7P49 RPL9P29 RPTOR SAP30BP SAP30BP-AS1 SCARNA16 SCAT1 SDK2 SEC14L1 SECTM1 SEPTIN9 SEPTIN9-DT SGSH SIRT7 SLC16A3 SLC16A5 SLC25A10 SLC25A19 SLC26A11 SLC38A10 SLC39A11 SLC9A3R1-AS1 SMIM5 SMIM6 SNHG16 SNHG20 SNORD1A SNORD1B SNORD1C SOCS3 SOCS3-DT SPHK1 SRP68 SRSF2 SSTR2 ST6GALNAC1 ST6GALNAC2 SUMO2 SYNGR2 TBC1D16 TBCD TEN1 TEN1-CDK3 TEPSIN TEX19 THA1P TIMP2 TK1 TMC6 TMC8 TMEM104 TMEM105 TMEM235 TMEM94 TNRC6C TRIM47 TRIM65 TRIM80P TSEN54 TSPAN10 TTYH2 UBALD2 UBE2O UBE2V2P2 UNC13D UNK USH1G USP36 UTS2R WBP2 WDR45B ZACN ZNF750 chr18p11 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr18p11 ADCYAP1 ADGRA3P1 AFG3L2 AIDAP3 AKAIN1 AKR1B1P6 ANKRD12 ANKRD20A5P ANKRD30B ANKRD62 APCDD1 ARHGAP28 ARHGAP28-AS1 ASNSP6 BNIP3P3 BOD1P1 BOD1P2 BOLA2P1 C18orf15 CBX3P2 CEP192 CEP192-DT CEP76 CETN1 CHMP1B CHMP1B-AS1 CHORDC1P4 CIDEA CLUL1 COLEC12 COP1P1 COX6CP3 CXADRP3 CYP4F35P DLGAP1 DLGAP1-AS1 DLGAP1-AS2 DLGAP1-AS3 DLGAP1-AS4 DLGAP1-AS5 EIF4A2P1 ELOCP27 EMILIN2 ENOSF1 ENSG00000212626 ENSG00000238575 ENSG00000260779 ENSG00000264449 ENSG00000265069 ENSG00000266149 ENSG00000266401 ENSG00000286126 EPB41L3 FAM210A FEM1AP2 FGF7P1 FRG2LP GACAT2 GAPDHP66 GAPLINC GNAL GRAMD4P7 GTF2IP8 IGLJCOR18 IL9RP4 IMPA2 KATNBL1P3 KIAA0895LP1 KRT18P8 L3MBTL4 L3MBTL4-AS1 LAMA1 LDLRAD4 LDLRAD4-AS1 LINC00470 LINC00526 LINC00667 LINC00668 LINC01254 LINC01255 LINC01387 LINC01443 LINC01444 LINC01882 LINC01887 LINC01892 LINC01895 LINC01904 LINC01906 LINC01925 LINC01928 LINC02564 LINC02856 LINC02974 LINC02979 LOC124904381 LONRF2P1 LPIN2 LRRC30 MC2R MC5R METTL4 MIR3156-2 MIR3976 MIR3976HG MIR4317 MIR4526 MIR5190 MIR6718 MIR6788 MIR7153 MIR8078 MIX23P1 MIX23P3 MPPE1 MTCL1 MYL12-AS1 MYL12A MYL12B MYOM1 NAPG NDC80 NDUFV2 NDUFV2-AS1 NF1P5 NPIPB1P OR4K7P OR4K8P PIEZO2 PIGPP4 PMM2P1 PMM2P2 POTEC PPIAP14 PPIAP56 PPP4R1 PPP4R1-AS1 PRELID3A PSMG2 PTPN2 PTPRM RAB12 RAB31 RALBP1 RHOT1P1 RN7SKP146 RN7SKP72 RN7SL282P RN7SL362P RN7SL39P RN7SL50P RN7SL862P RNA5SP449 RNA5SP450 RNMT RNU1-109P RNU2-27P RNU5F-3P RNU6-1021P RNU6-1210P RNU6-170P RNU6-316P RNU6-324P RNU6-340P RNU6-349P RNU6-721P RNU6-831P RNU6-903P RNU6-916P RNU7-129P RNU7-25P ROCK1P1 RPL21P127 RPL31P59 RPL36AP49 RPL6P27 RPS4XP19 SCML2P1 SDHDP1 SEH1L SLC25A3P3 SLC25A51P2 SLC35G4 SMCHD1 SNORA70 SNRPCP4 SNX19P3 SPIRE1 STK25P1 TERF1P2 TGIF1 THEMIS3P THOC1 THOC1-DT TMEM200C TOMM20P3 TUBB6 TUBB8B TWSG1 TWSG1-DT TXNDC2 TYMS TYMSOS USP14 VAPA VN1R74P YES1 ZBTB14 ZNF415P1 ZNF519 chr18q11 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr18q11 ABHD3 ANKRD29 AQP4 AQP4-AS1 ATP6V1E1P2 ATP7BP1 CABLES1 CABYR CHST9 CIAPIN1P CTAGE1 DHFRP1 EIF4A3P1 ENSG00000221139 ENSG00000252677 ENSG00000263382 ENSG00000263611 ENSG00000266850 ESCO1 EXOGP1 GATA6 GATA6-AS1 GREB1L GREB1L-DT HRH4 IMPACT KCTD1 LAMA3 LINC01543 LINC01894 LINC01900 LINC01908 LINC01915 LINC02958 MIB1 MIR1-2 MIR133A1 MIR133A1HG MIR320C1 MIR320C2 MIR4741 MIR8057 NPC1 NPM1P2 OSBPL1A PA2G4P3 PCAT18 PPIAP57 PSMA8 RAC1P1 RBBP8 RBM22P1 RIOK3 RMC1 RN7SL233P RN7SL745P RN7SL97P RNA5SP451 RNA5SP452 RNU5A-6P RNU6-1032P RNU6-1038P RNU6-120P RNU6-1289P RNU6-435P RNU6-702P RNU6ATAC20P ROCK1 RPL21P128 RPL23AP77 RPS10P27 RPS24P18 RPS4XP18 SINHCAFP1 SNORA73 SNRPD1 SS18 TAF4B TMEM241 TTC39C TTC39C-AS1 UBA52P9 UBE2CP2 WBP2P1 ZNF521 chr18q12 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr18q12 ARIH2P1 ASXL3 ASXL3-DT B4GALT6 C18orf21 CCDC178 CDH2 CELF4 CLUHP6 COSMOC DSC1 DSC2 DSC3 DSCAS DSG1 DSG1-AS1 DSG2 DSG2-AS1 DSG3 DSG4 DTNA ELP2 ENSG00000267039 ENSG00000267202 ENSG00000267627 ENSG00000283458 ENSG00000285095 ENSG00000285940 ENSG00000286559 ENSG00000287803 FHOD3 GALNT1 GAREM1 HNRNPA1P7 INO80C KC6 KIAA1328 KLHL14 KRT8P5 LINC00907 LINC01477 LINC01478 LINC01901 LINC01902 LOC112268408 LRRC37A7P MAPRE2 MEP1B MIR187 MIR302F MIR3929 MIR3975 MIR4318 MIR4319 MIR5583-1 MIR5583-2 MIR924 MIR924HG MLECP1 MOCOS NOL4 NPM1P1 NRBF2P1 PGDP1 PIK3C3 RIT2 RN7SKP182 RN7SKP44 RNA5SP453 RNA5SP454 RNA5SP455 RNF125 RNF138 RNU6-1050P RNU6-1242P RNU6-167P RNU6-408P RNU6-706P RNU6-857P RPL12P40 RPL17P45 RPL7AP66 RPL7AP67 RPRD1A RPS27P28 SETBP1 SETBP1-DT SIGLEC15 SLC14A1 SLC14A2 SLC14A2-AS1 SLC25A52 SLC39A6 SYT4 TPGS2 TRAPPC8 TTR WBP11P1 ZNF24 ZNF24TR ZNF271P ZNF396 ZNF397 ZSCAN30 chr18q21 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr18q21 ACAA2 ACTBP9 ADAD1P2 ALPK2 ATP5F1A ATP5MC1P6 ATP8B1 ATP8B1-AS1 BCL2 BOD1L2 C18orf25 C18orf32 C18orf54 CCBE1 CCDC68 CDH20 CFAP53 CPLX4 CTBP2P3 CTIF CUPIN1P CXXC1 DCC DYM DYM-AS1 DYNAP DYNAPP1 DYNAPP2 DYNAPP3 ELAC1 ELOA2 ELOA3BP ELOA3CP ELOA3DP ELOA3P ENSG00000267401 ENSG00000267732 ENSG00000267743 ENSG00000289168 ENTR1P1 EPG5 FECH GAD3P GLUD1P4 GRP HAUS1 HDHD2 HMGN1P30 HMGN1P31 HNRNPA3P16 IER3IP1 KATNAL2 KDSR KDSR-DT LINC-ROR LINC01415 LINC01416 LINC01539 LINC01544 LINC01630 LINC01897 LINC01905 LINC01917 LINC01919 LINC01926 LINC01929 LINC02565 LINC02837 LINC03069 LINC03092 LINC03110 LINC03111 LIPG LMAN1 LOC124900406 LOXHD1 MALT1 MALT1-AS1 MAP1LC3P MAPK4 MBD1 MBD2 MC4R ME2 MEX3C MIR122 MIR122HG MIR1539 MIR3591 MIR4320 MIR4527 MIR4527HG MIR4528 MIR4529 MIR4743 MIR4744 MRO MRPL37P1 MRPS5P4 MTCO2P2 MYO5B NARS1 NEDD4L NFE2L3P1 OACYLP ONECUT2 PHLPP1 PIAS2 PIGN PLEKHB2P1 PMAIP1 POLI POLR3GP2 PRR13P4 PSTPIP2 RAB27B RAX RELCH RN7SKP26 RN7SL310P RN7SL342P RN7SL705P RNA5SP456 RNA5SP457 RNA5SP458 RNA5SP459 RNF152 RNF165 RNU1-46P RNU2-69P RNU4-17P RNU6-1131P RNU6-116P RNU6-1278P RNU6-142P RNU6-219P RNU6-567P RNU6-708P RNU6-737P RNU6-742P RNY4P37 RPIAP1 RPL17 RPL17-C18orf32 RPL17P44 RPL17P46 RPL21P126 RPL29P32 RPL30P14 RPL9P31 RPLP0P11 RPLP0P12 RPS26P54 RPS3AP49 RPS8P3 RPSAP57 RSL24D1P11 RSL24D1P9 SCARNA17 SEC11C SERPINB11 SERPINB12 SERPINB13 SERPINB2 SERPINB3 SERPINB4 SERPINB5 SERPINB7 SINHCAFP2 SKA1 SKOR2 SMAD2 SMAD4 SMAD7 SMUG1P1 SNHG22 SNORA108 SNORA37 SNORA73 SNORD58A SNORD58B SNORD58C SNRPGP2 SRP72P1 SRSF10P1 SS18L2P2 ST8SIA3 ST8SIA5 ST8SIA5-DT STARD6 TCF4 TCF4-AS1 TCF4-AS2 TNFRSF11A TPMTP1 TXNL1 VN1R76P VPS4B WDR7 WDR7-OT1 ZBTB7C ZBTB7C-AS1 ZBTB7C-AS2 ZCCHC2 ZNF532 chr18q22 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr18q22 AKR1B10P2 C18orf63 CBLN2 CCDC102B CD226 CDH19 CDH7 CNDP1 CNDP2 CYB5A DIPK1C DOK6 DSEL DSEL-AS1 ENSG00000264845 ENSG00000287314 ENSG00000287646 ENSG00000287693 FAM32DP FAUP1 FBXO15 GTSCR1 HMSD HNRNPA1P11 LARP7P3 LINC00305 LINC01538 LINC01541 LINC01899 LINC01903 LINC01909 LINC01910 LINC01912 LINC01916 LINC01922 LINC01924 LINC02582 LINC02864 LIVAR MIR5011 MIR548AV MTL3P NETO1 NETO1-DT PRPF19P1 PTGR3 RN7SL401P RN7SL551P RN7SL795P RNA5SP460 RNU6-1037P RNU6-39P RPL12P39 RPL31P9 RPS2P6 RTTN SDHCP1 SERPINB10 SERPINB8 SOCS6 TIMM21 TMX3 TSHZ1 ZNF407 ZNF407-AS1 chr18q23 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr18q23 ADNP2 ARL2BPP1 ATP9B BDP1P CCND3P2 CTDP1 CTDP1-DT ENSG00000263547 ENSG00000287281 GALR1 HSBP1L1 KCNG2 LINC00683 LINC01029 LINC01879 LINC01893 LINC01896 LINC01898 LINC01927 LINC03101 MBP NFATC1 PARD6G PARD6G-AS1 RBFA RBFADN RNA5SP461 RNU6-346P RNU6-655P RPL26P35 SALL3 SLC25A6P4 SLC66A2 SMIM21 TXNL4A ZNF236 ZNF236-DT ZNF516 ZNF516-AS1 ZNF516-DT chr19p12 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr19p12 BNIP3P13 BNIP3P15 BNIP3P16 BNIP3P17 BNIP3P18 BNIP3P19 BNIP3P20 BNIP3P22 BNIP3P23 BNIP3P24 BNIP3P25 BNIP3P26 BNIP3P27 BNIP3P28 BNIP3P29 BNIP3P30 BNIP3P31 BNIP3P32 BNIP3P33 BNIP3P34 BNIP3P35 BNIP3P36 BNIP3P37 BNIP3P38 BNIP3P39 BNIP3P40 BNIP3P47 BNIP3P8 BRI3BPP1 CCNYL6 CDC42EP3P1 ENSG00000260599 ENSG00000269043 ENSG00000269289 GOLGA2P9 IPO5P1 KRT18P40 LINC00664 LINC01224 LINC01233 LINC01785 LINC01858 LINC01859 LINC03085 MIR1270 MTDHP2 MTDHP3 MTDHP4 MTDHP5 PCGF7P RAD54L2P1 RN7SL860P RNA5-8SP4 RNA5SP469 RNU6-1179P RPL34P33 RPL34P34 RPL36AP51 RPL7AP10 RPS27P29 RPSA2 SNX6P1 VN1R78P VN1R79P VN1R80P VN1R81P VN1R82P VN1R83P VN1R84P VN1R85P VN1R87P VN1R88P VN1R90P VN1R91P VN1R92P VN1R93P ZNF100 ZNF208 ZNF209P ZNF254 ZNF257 ZNF429 ZNF43 ZNF430 ZNF431 ZNF486 ZNF492 ZNF493 ZNF626 ZNF66 ZNF675 ZNF676 ZNF681 ZNF682 ZNF708 ZNF714 ZNF723 ZNF724 ZNF725P ZNF726 ZNF728 ZNF729 ZNF730 ZNF737 ZNF738 ZNF826P ZNF849P ZNF85 ZNF90 ZNF91 ZNF92P2 ZNF93 ZNF98 ZNF99 chr19p13 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr19p13 ABCA7 ABHD17A ABHD8 ACER1 ACP5 ACSBG2 ACTL9 ADAMTS10 ADAMTSL5 ADAT3 ADGRE1 ADGRE2 ADGRE3 ADGRE4P ADGRE5 ADGRL1 ADGRL1-AS1 AKAP8 AKAP8L ALKBH7 AMH ANGPTL4 ANGPTL6 ANGPTL8 ANKLE1 ANKRD24 ANO8 AP1M1 AP1M2 AP3D1 APBA3 APC2 ARHGAP45 ARHGEF18 ARHGEF18-AS1 ARID3A ARMC6 ARRDC2 ARRDC5 ASF1B ATCAY ATG4D ATP13A1 ATP5F1D ATP8B3 AZU1 B3GNT3 BABAM1 BEST2 BISPR BNIP3P10 BNIP3P9 BOLA3P2 BORCS8 BORCS8-MEF2B BRD4 BRME1 BSG BSG-AS1 BST2 BTBD2 C19orf25 C19orf38 C19orf44 C19orf53 C19orf67 C2CD4C C3 C3P1 CACNA1A CACTIN CACTIN-AS1 CALR CALR3 CAMSAP3 CAPS CARM1 CASP14 CATSPERD CBARP CBARP-DT CC2D1A CCDC105 CCDC124 CCDC159 CCDC194 CCL25 CD209 CD320 CD70 CDC34 CDC37 CDKN2D CELF5 CERS1 CERS4 CFD CHAF1A CHERP CIB3 CICP19 CILP2 CIRBP CIRBP-AS1 CLEC17A CLEC4G CLEC4GP1 CLEC4M CLEC4OP CLIC4P2 CLPP CNN1 CNN2 COL5A3 COLGALT1 COMP COPE CPAMD8 CRB3 CREB3L3 CRLF1 CRTC1 CSNK1G2 CSNK1G2-AS1 CTXN1 CYP4F10P CYP4F11 CYP4F12 CYP4F2 CYP4F22 CYP4F23P CYP4F24P CYP4F3 CYP4F36P CYP4F8 CYP4F9P DAND5 DAPK3 DAZAP1 DCAF15 DDA1 DDX39A DDX49 DENND1C DHPS DIRAS1 DNAJB1 DNASE2 DNM2 DNMT1 DOCK6 DOHH DOT1L DPP9 DPP9-AS1 DUS3L EBI3 ECSIT EEF1DP1 EEF2 EFNA2 EIF1P6 EIF3G ELANE ELAVL1 ELAVL3 ELL ELOCP28 ELOCP29 ELOF1 ENSG00000267082 ENSG00000267122 ENSG00000267448 ENSG00000268650 ENSG00000284797 ENSG00000287960 EPHX3 EPOR EPS15L1 EVI5L EXOSC3P2 F2RL3 FAM138F FAM174C FAM32A FARSA FARSA-AS1 FBN3 FBXL12 FBXW9 FCER2 FCHO1 FDX2 FEM1A FGF22 FKBP8 FSD1 FSTL3 FTLP5 FUT3 FUT5 FUT6 FZR1 GADD45B GADD45GIP1 GAMT GAPDHP76 GATAD2A GCDH GDF1 GDF15 GET3 GIPC1 GIPC3 GMIP GNA11 GNA15 GNA15-DT GNG14 GNG7 GPR108 GPX4 GRIN3B GTF2F1 GTPBP3 GZMM HAPLN4 HAUS8 HCN2 HDGFL2 HIKESHIP2 HMG20B HMGB2P1 HNRNPA1P10 HNRNPM HOMER3 HOMER3-AS1 HOOK2 HSD11B1L HSH2D ICAM1 ICAM3 ICAM4 ICAM4-AS1 ICAM5 IER2 IFI30 IL12RB1 IL27RA ILF3 ILF3-DT ILVBL ILVBL-AS1 INSL3 INSR IQCN ISYNA1 ITGB1P1 IZUMO4 JAK3 JSRP1 JUNB JUND KANK2 KANK3 KCNN1 KDM4B KEAP1 KHSRP KISS1R KLF1 KLF16 KLF2 KLF2-DT KLHL26 KRI1 KXD1 KXD1-AS1 LDLR LIMASI LINC00661 LINC00663 LINC00905 LINC01002 LINC01764 LINC01775 LINC01836 LINC01841 LINC01842 LINC01855 LINC02926 LINGO3 LMNB2 LOC101928844 LONP1 LPAR2 LRG1 LRRC25 LRRC8E LSM4 LSM7 LYL1 LYPLA2P2 MADCAM1 MADCAM1-AS1 MAN2B1 MAP1S MAP2K2 MAP2K7 MARCHF2 MAST1 MAST3 MAST3-AS1 MATK MAU2 MBD3 MBD3L1 MBD3L2 MBD3L2B MBD3L3 MBD3L4 MBD3L5 MCEMP1 MCOLN1 MED16 MED26 MEF2B MEX3D MFSD12 MFSD12-AS1 MICOS13 MIDN MIER2 MIR1181 MIR1199 MIR1227 MIR1238 MIR1302-11 MIR1470 MIR181C MIR181D MIR1909 MIR199A1 MIR23A MIR23AHG MIR24-2 MIR27A MIR3187 MIR3188 MIR3189 MIR3940 MIR4321 MIR4322 MIR4745 MIR4746 MIR4747 MIR4748 MIR4999 MIR5589 MIR5684 MIR5695 MIR637 MIR638 MIR639 MIR640 MIR6515 MIR6789 MIR6790 MIR6791 MIR6792 MIR6793 MIR6794 MIR6795 MIR6885 MIR6886 MIR7-3 MIR7-3HG MIR7108 MIR7850 MIR7974 MISP MISP3 MKNK2 MLLT1 MOB3A MPND MPV17L2 MRI1 MRPL34 MRPL4 MRPL54 MTATP6P27 MTCO1P27 MTCO2P27 MTND2P40 MUC16 MVB12A MYDGF MYO1F MYO9B NACC1 NANOS3 NCAN NCLN NDUFA11 NDUFA13 NDUFA7 NDUFB7 NDUFS7 NFIC NFILZ NFIX NIBAN3 NMRK2 NOTCH3 NR2C2AP NR2F6 NRTN NWD1 NXNL1 OAZ1 OCEL1 ODAD3 ODF3L2 OLFM2 ONECUT3 OR10B1P OR10H1 OR10H2 OR10H3 OR10H4 OR10H5 OR1AB1P OR1I1 OR1M1 OR1M4P OR2Z1 OR4F17 OR4F8P OR4G1P OR4G3P OR7A10 OR7A11P OR7A15P OR7A17 OR7A18P OR7A1P OR7A2P OR7A3P OR7A5 OR7A8P OR7C1 OR7C2 OR7D1P OR7D2 OR7D4 OR7E16P OR7E18P OR7E19P OR7E24 OR7E25P OR7G1 OR7G15P OR7G2 OR7G3 OR7H1P P2RY11 PALM PALM3 PBX4 PCP2 PCSK4 PDE4A PDE4C PEAK3 PET100 PEX11G PGK1P2 PGLS PGLS-DT PGLYRP2 PGPEP1 PHF5AP1 PIAS4 PIK3R2 PIN1 PIN1-DT PIP5K1C PKN1 PLEKHJ1 PLIN3 PLIN4 PLIN5 PLK5 PLPP2 PLPPR2 PLPPR3 PLVAP PNPLA6 PODNL1 POLR2E POLRMT PPAN PPAN-P2RY11 PPIAP20 PRAM1 PRDX2 PRKACA PRKCSH PRR22 PRR36 PRSS57 PRTN3 PSPN PTBP1 PTGER1 PTPRS PTPRS-AS1 PWWP3A QTRT1 R3HDM4 RAB11B RAB11B-AS1 RAB3A RAB3D RAB8A RAD23A RANBP3 RANBP3-DT RASAL3 RAVER1 RAX2 RDH8 REEP6 RETN REX1BD REXO1 RFX1 RFX2 RFXANK RGL3 RLN3 RN7SL121P RN7SL146P RN7SL155P RN7SL192P RN7SL202P RN7SL231P RN7SL337P RN7SL477P RN7SL513P RN7SL619P RN7SL70P RN7SL823P RN7SL833P RN7SL835P RN7SL842P RNA5SP462 RNA5SP464 RNA5SP465 RNA5SP466 RNA5SP467 RNA5SP468 RNASEH2A RNF126 RNU6-1028P RNU6-1076P RNU6-1223P RNU6-2 RNU6-782P RNU6-9 RNU6-993P RNU7-140P RPL10P15 RPL10P16 RPL12P42 RPL17P47 RPL18A RPL21P129 RPL21P130 RPL23AP2 RPL23AP78 RPL32P34 RPL36 RPL39P38 RPL7P50 RPS15 RPS15P9 RPS18P13 RPS27AP19 RPS28 RPS29P23 RPS2P52 RPS4XP22 RPS6P25 RSL24D1P8 RTBDN S1PR2 S1PR4 S1PR5 SAFB SAFB2 SAMD1 SBNO2 SCAMP4 SEMA6B SEPTIN14P19 SF3A2 SGTA SH2D3A SH3GL1 SHC2 SHD SHFL SIN3B SIRT6 SLC1A6 SLC25A23 SLC25A41 SLC25A42 SLC27A1 SLC35E1 SLC39A3 SLC44A2 SLC5A5 SMARCA4 SMIM24 SMIM44 SMIM46 SMIM7 SNAPC2 SNORA68 SNORA70 SNORD105 SNORD105B SNORD37 SNORD41 SNRPEP4 SNRPGP15 SNX33P1 SPC24 SPPL2B SSBP4 STAP2 STK11 STX10 STXBP2 SUGP1 SUGP2 SWSAP1 SYCE2 SYDE1 TBXA2R TCF3 TECR TEKTIP1 TEX45 TGFBR3L THEG THOP1 THSD8 TICAM1 TIMM13 TIMM29 TIMM44 TINCR TJP3 TLE2 TLE5 TLE6 TM6SF2 TMED1 TMEM161A TMEM167AP2 TMEM205 TMEM221 TMEM259 TMEM38A TMEM59L TMIGD2 TMPRSS9 TNFAIP8L1 TNFSF14 TNFSF9 TNPO2 TPGS1 TPM4 TRAPPC5 TRIP10 TRIR TRMT1 TSPAN16 TSSK6 TUBB4A TYK2 UBA52 UBE2L4 UBL5 UBXN6 UCA1 UHRF1 UNC13A UPF1 UQCR11 USE1 USHBP1 VAV1 VMAC WASH5P WBP1LP11 WDR18 WDR83 WDR83OS WIZ XAB2 YIPF2 YJEFN3 YJU2 YJU2B ZBTB7A ZFR2 ZGLP1 ZNF101 ZNF121 ZNF136 ZNF14 ZNF177 ZNF20 ZNF253 ZNF266 ZNF317 ZNF333 ZNF358 ZNF414 ZNF426 ZNF426-DT ZNF433 ZNF433-AS1 ZNF439 ZNF44 ZNF440 ZNF441 ZNF442 ZNF443 ZNF490 ZNF491 ZNF506 ZNF554 ZNF555 ZNF556 ZNF557 ZNF558 ZNF559 ZNF559-ZNF177 ZNF560 ZNF561 ZNF561-AS1 ZNF562 ZNF563 ZNF564 ZNF56P ZNF57 ZNF625 ZNF625-ZNF20 ZNF627 ZNF653 ZNF69 ZNF699 ZNF700 ZNF709 ZNF763 ZNF77 ZNF788P ZNF791 ZNF799 ZNF812P ZNF823 ZNF833P ZNF844 ZNF846 ZNF861P ZNF878 ZNF887P ZNRF4 ZSWIM4 chr19q11 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr19q11 ENSG00000266977 ERVK-28 LINC00662 LINC02987 SLC25A1P5 chr19q12 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr19q12 C19orf12 CCNE1 ENSG00000266976 ENSG00000283403 ENSG00000288017 LINC00906 LINC01532 LINC01791 LINC01834 LINC02841 LINC02959 MAN1A2P1 PLEKHF1 POP4 PPIAP58 RN7SL340P RNA5SP470 RNA5SP471 RNU6-967P RPL9P32 TAF9P3 THEG5 TSHZ3 TSHZ3-AS1 UQCRFS1 UQCRFS1-DT URI1 VSTM2B VSTM2B-DT ZNF536 chr19q13 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr19q13 A1BG A1BG-AS1 ACP4 ACP7 ACTMAP ACTN4 ADM5 AKR1B1P7 AKT1S1 AKT2 ALDH16A1 ALKBH6 ANKRD27 AP2A1 AP2S1 APLP1 APOC1 APOC1P1 APOC2 APOC4 APOC4-APOC2 APOE ARHGAP33 ARHGAP35 ARHGEF1 ARPC1AP2 ASPDH ATF5 ATP1A3 ATP4A AURKC AXL B3GNT8 B9D2 BAX BBC3 BCAM BCAT2 BCKDHA BCL2L12 BCL3 BICRA BICRA-AS1 BICRA-AS2 BIRC8 BLOC1S3 BLVRB BRSK1 BSPH1 C19orf18 C19orf33 C19orf47 C19orf48P C19orf73 C19orf81 C19orf84 C19orf85 C5AR1 C5AR2 CA11 CABP5 CACNG6 CACNG7 CACNG8 CADM4 CALM3 CAPN12 CAPNS1 CARD8 CARD8-AS1 CATSPERG CBLC CCDC106 CCDC61 CCDC8 CCDC9 CCDC97 CCER2 CCNP CD177 CD177P1 CD22 CD33 CD37 CD79A CDC42EP5 CEACAM1 CEACAM16 CEACAM16-AS1 CEACAM18 CEACAM19 CEACAM20 CEACAM21 CEACAM22P CEACAM3 CEACAM4 CEACAM5 CEACAM6 CEACAM7 CEACAM8 CEACAMP1 CEACAMP10 CEACAMP11 CEACAMP2 CEACAMP3 CEACAMP4 CEACAMP5 CEACAMP6 CEACAMP7 CEACAMP8 CEACAMP9 CEBPA CEBPA-DT CEBPG CENPBD2P CEP89 CGB1 CGB2 CGB3 CGB5 CGB7 CGB8 CHCHD2P3 CHMP2A CHST8 CIC CKM CLASRP CLC CLDND2 CLEC11A CLIP3 CLPTM1 CNFN CNOT3 COQ8B COX6B1 COX6B2 COX6CP7 COX7A1 CPT1C CRX CTBP2P7 CTU1 CXCL17 CYP2A13 CYP2A6 CYP2A7 CYP2A7P1 CYP2B6 CYP2B7P CYP2F1 CYP2F2P CYP2G1P CYP2G2P CYP2S1 CYP2T1P CYP2T3P CYTH2 DACT3 DACT3-AS1 DBP DEDD2 DHDH DHX34 DKKL1 DLL3 DM1-AS DMAC2 DMKN DMPK DMRTC2 DMWD DNAAF3 DNAAF3-AS1 DNAJC19P2 DNAJC19P3 DPF1 DPPA3P8 DPPA5P1 DPRX DPY19L3 DPY19L3-DT DUXA DYRK1B ECH1 EDDM13 EEF1A1P7 EGLN2 EHD2 EID2 EID2B EIF3K EIF5AP3 ELSPBP1 EMC10 EML2 EML2-AS1 EMP3 ENSG00000176593 ENSG00000179066 ENSG00000239137 ENSG00000267058 ENSG00000267260 ENSG00000268055 ENSG00000268460 ENSG00000268655 ENSG00000268686 ENSG00000269072 ENSG00000269825 ENSG00000286024 ENSG00000290598 ENSG00000290755 EPN1 EPS8L1 ERCC1 ERCC2 ERF ERFL ERICH4 ERVK3-1 ERVK9-11 ERVV-1 ERVV-2 ETFB ETHE1 ETV2 EXOC3L2 EXOSC5 FAAP24 FAM187B FAM187B2P FAM83E FAM90A27P FAM90A28P FAM98C FBL FBXO17 FBXO27 FBXO46 FCAR FCGBP FCGRT FFAR1 FFAR2 FFAR3 FGF21 FIZ1 FKBP1AP1 FKRP FLT3LG FOSB FOXA3 FPR1 FPR2 FPR3 FTL FUT1 FUT2 FUZ FXYD1 FXYD3 FXYD5 FXYD7 GALP GAPDHP38 GAPDHS GARIN5A GARIN5B GARRE1 GEMIN7 GEMIN7-AS1 GFY GGN GIPR GMFG GNG8 GP6 GP6-AS1 GPATCH1 GPI GPR32 GPR32P1 GPR4 GPR42 GRAMD1A GRAMD1A-AS1 GRIK5 GRIN2D GRWD1 GSK3A GYS1 HAMP HAS1 HAUS5 HAUS5-DT HCST HIF3A HIPK4 HMGN1P32 HNRNPA1P52 HNRNPDLP4 HNRNPL HNRNPMP2 HNRNPUL1 HPN HPN-AS1 HRC HSD17B14 HSPB6 HSPBP1 IFNL1 IFNL2 IFNL3 IFNL3P1 IFNL4 IFNL4P1 IGFL1 IGFL1P1 IGFL1P2 IGFL2 IGFL2-AS1 IGFL3 IGFL4 IGFLR1 IGLON5 IGSF23 IL11 IL4I1 INAFM1 IRF2BP1 IRF3 IRGC IRGQ ISOC2 ITPKC IZUMO1 IZUMO2 JOSD2 KASH5 KCNA7 KCNC3 KCNJ14 KCNK6 KCNN4 KCTD15 KDELR1 KIR2DL1 KIR2DL3 KIR2DL4 KIR2DP1 KIR2DS4 KIR3DL1 KIR3DL2 KIR3DL3 KIR3DP1 KIR3DX1 KIRREL2 KLC3 KLK1 KLK10 KLK11 KLK12 KLK13 KLK14 KLK15 KLK2 KLK3 KLK4 KLK5 KLK6 KLK7 KLK8 KLK9 KLKP1 KMT2B KMT5C KPTN KRTDAP LAIR1 LAIR2 LENG1 LENG8 LENG8-AS1 LENG9 LETM1P2 LEUTX LGALS13 LGALS14 LGALS16 LGALS17A LGALS4 LGALS7 LGALS7B LGI4 LHB LIG1 LILRA1 LILRA2 LILRA4 LILRA5 LILRA6 LILRB1 LILRB1-AS1 LILRB2 LILRB3 LILRB4 LILRB5 LILRP1 LILRP2 LIM2 LIM2-AS1 LIN37 LIN7B LINC00665 LINC00904 LINC01480 LINC01530 LINC01531 LINC01533 LINC01535 LINC01595 LINC01766 LINC01782 LINC01801 LINC01837 LINC01838 LINC01864 LINC01872 LINC02560 LINC02965 LINC03049 LINC03078 LIPE LIPE-AS1 LMTK3 LOC124904802 LRFN1 LRFN3 LRP3 LRRC4B LSM14A LSR LTBP4 LYPD3 LYPD4 LYPD5 MAG MAMSTR MAP3K10 MAP4K1 MAP4K1-AS1 MARK4 MBOAT7 MED25 MED29 MEGF8 MEIOSIN MEIS3 MIA MIA-RAB4B MIMT1 MIR125A MIR1283-1 MIR1283-2 MIR1323 MIR150 MIR3190 MIR3191 MIR320E MIR330 MIR371A MIR371B MIR372 MIR373 MIR4323 MIR4324 MIR4530 MIR4531 MIR4749 MIR4750 MIR4751 MIR4752 MIR4754 MIR498 MIR5088 MIR512-1 MIR512-2 MIR515-1 MIR515-2 MIR516A1 MIR516A2 MIR516B1 MIR516B2 MIR517A MIR517B MIR517C MIR518A1 MIR518A2 MIR518B MIR518C MIR518D MIR518E MIR518F MIR5196 MIR519A1 MIR519A2 MIR519B MIR519C MIR519D MIR519E MIR520A MIR520B MIR520C MIR520D MIR520E MIR520F MIR520G MIR520H MIR521-1 MIR521-2 MIR522 MIR523 MIR524 MIR525 MIR526A1 MIR526A2 MIR526B MIR527 MIR6088 MIR641 MIR642A MIR642B MIR643 MIR6719 MIR6796 MIR6797 MIR6798 MIR6799 MIR6800 MIR6801 MIR6802 MIR6803 MIR6804 MIR6805 MIR6806 MIR6807 MIR6887 MIR769 MIR7975 MIR8061 MIR8074 MIR8077 MIR8085 MIR935 MIR99B MIRLET7E MRPS12 MSRB1P1 MYADM MYADM-AS1 MYADM-AS2 MYBPC2 MYH14 MYPOP MYREM MZF1 MZF1-AS1 NANOS2 NAPA NAPA-AS1 NAPSA NAPSB NAT14 NCCRP1 NCR1 NDUFA3 NDUFA3P1 NDUFV2P1 NECTIN2 NFKBIB NFKBID NIFKP6 NKG7 NKPD1 NLRP11 NLRP12 NLRP13 NLRP2 NLRP4 NLRP5 NLRP7 NLRP8 NLRP9 NOP53 NOP53-AS1 NOSIP NOVA2 NPAS1 NPHS1 NR1H2 NTF4 NTF6A NTF6B NTF6G NTN5 NUCB1 NUCB1-AS1 NUDT19 NUDT19-DT NUMBL NUP62 ODAD1 OPA3 OR5AH1P OSCAR OSTCP3 OVOL3 PABPN1P2 PAF1 PAFAH1B3 PAK4 PCAT19 PDCD2L PDCD5 PEG3 PEPD PGLYRP1 PHLDB3 PIH1D1 PINLYP PKMYT1AR PLA2G4C PLA2G4C-AS1 PLAUR PLD3 PLEKHA3P1 PLEKHA4 PLEKHG2 PMIS2 PNKP PNMA8A PNMA8B PNMA8C POLD1 POLR1G POLR2I POU2F2 POU2F2-AS1 POU2F2-AS2 PPFIA3 PPIAP59 PPM1N PPP1R12C PPP1R13L PPP1R14A PPP1R15A PPP1R37 PPP2R1A PPP5C PPP5D1P PPP6R1 PRKCG PRKD2 PRMT1 PRODH2 PROSER3 PRPF31 PRPF31-AS1 PRR12 PRR13P5 PRR19 PRRG2 PRX PSENEN PSG1 PSG10P PSG11 PSG11-AS1 PSG2 PSG3 PSG4 PSG5 PSG6 PSG7 PSG8 PSG8-AS1 PSG9 PSMC4 PSMD8 PTGIR PTH2 PTOV1 PTOV1-AS1 PTOV1-AS2 PTPRH PVR QPCTL RAB4B RAB4B-EGLN2 RABAC1 RASGRP4 RASIP1 RBM42 RCN3 RDH13 RELB RFPL4A RFPL4AL1 RFPL4AP1 RGS9BP RHPN2 RINL RN7SKP109 RN7SKP22 RN7SL150P RN7SL154P RN7SL317P RN7SL322P RN7SL34P RN7SL364P RN7SL368P RN7SL402P RN7SL491P RN7SL525P RN7SL526P RN7SL566P RN7SL663P RN7SL693P RN7SL708P RN7SL718P RN7SL789P RN7SL836P RNA5SP472 RNA5SP473 RNF225 RNU4-60P RNU6-1041P RNU6-1307P RNU6-1337P RNU6-140P RNU6-165P RNU6-195P RNU6-222P RNU6-317P RNU6-611P RNU6-698P RNU6-751P RNU6-803P RNU6-841P RNU6-902P RNU6-924P RNU6-945P RNU6-980P RNU6-982P RPL12P41 RPL13A RPL18 RPL21P131 RPL23AP80 RPL28 RPL29P33 RPL31P60 RPL31P61 RPL36AP50 RPL36P16 RPL37P23 RPL39P34 RPL39P36 RPL7AP69 RPL7P51 RPL9P33 RPS10P28 RPS11 RPS12P31 RPS15AP36 RPS16 RPS16P9 RPS19 RPS26P55 RPS29P24 RPS29P25 RPS29P26 RPS29P27 RPS29P30 RPS3AP50 RPS4XP20 RPS4XP21 RPS4XP23 RPS5 RPS9 RRAS RSPH6A RTN2 RUVBL2 RYR1 SAE1 SAMD4B SARS2 SBK2 SBK3 SBSN SCAF1 SCGB1B2P SCGB2B2 SCGB2B3P SCN1B SDHAF1 SEC1P SELENOKP1 SELENOV SELENOW SEPTIN7P8 SERTAD1 SERTAD3 SERTAD3-AS1 SHANK1 SHISA7 SHKBP1 SIGLEC10 SIGLEC10-AS1 SIGLEC10-AS2 SIGLEC11 SIGLEC12 SIGLEC14 SIGLEC16 SIGLEC17P SIGLEC18P SIGLEC20P SIGLEC21P SIGLEC22P SIGLEC24P SIGLEC27P SIGLEC29P SIGLEC31P SIGLEC5 SIGLEC6 SIGLEC7 SIGLEC8 SIGLEC9 SIGLECL1 SIPA1L3 SIRT2 SIX5 SLC17A7 SLC1A5 SLC25A36P1 SLC27A5 SLC6A16 SLC6A21P SLC7A10 SLC7A9 SLC8A2 SMG9 SMIM17 SMIM47 SNORA68B SNORA70 SNORD23 SNORD32A SNORD33 SNORD34 SNORD35A SNORD35B SNORD88A SNORD88B SNORD88C SNRNP70 SNRPA SNRPD2 SPACA4 SPACA6 SPACA6-AS1 SPHK2 SPIB SPINT2 SPRED3 SPTBN4 SRRM5 SSC5D STRN4 SULT2A1 SULT2B1 SUMO1P4 SUNO1 SUPT5H SYCN SYMPK SYNE4 SYNGR4 SYT3 SYT5 TARM1 TBC1D17 TBCB TDGF1P7 TDRD12 TEAD2 TEX101 TEX14BP TFPT TGFB1 TGIF1P1 THAP8 TIMM50 TMC4 TMEM143 TMEM145 TMEM147 TMEM147-AS1 TMEM150B TMEM160 TMEM190 TMEM238 TMEM277P TMEM86B TMEM91 TNNI3 TNNT1 TOMM40 TPM3P5 TPM3P6 TPM3P9 TPRG1LP1 TPRX1 TPRX2 TRAPPC2B TRAPPC6A TRIM28 TRPM4 TSEN34 TSKS TTC9B TTYH1 TULP2 TYMSP2 TYROBP U2AF1L4 U2AF2 UBA2 UBE2CP5 UBE2M UBE2S UPK1A UPK1A-AS1 USF2 USP29 VASP VN1R1 VN1R104P VN1R105P VN1R107P VN1R2 VN1R4 VN1R6P VN1R96P VN2R17P VN2R19P VRK3 VSIG10L VSIG10L-AS1 VSTM1 WDR62 WDR87 WDR87BP WDR88 WTIP XRCC1 YIF1B ZBTB32 ZBTB45 ZC3H4 ZFP14 ZFP28 ZFP28-DT ZFP30 ZFP36 ZFP82 ZIK1 ZIM2 ZIM2-AS1 ZIM3 ZNF112 ZNF114 ZNF114-AS1 ZNF132 ZNF132-DT ZNF134 ZNF135 ZNF137P ZNF146 ZNF154 ZNF155 ZNF160 ZNF17 ZNF175 ZNF180 ZNF181 ZNF211 ZNF221 ZNF222 ZNF222-DT ZNF223 ZNF224 ZNF225 ZNF225-AS1 ZNF226 ZNF227 ZNF229 ZNF230 ZNF230-DT ZNF233 ZNF234 ZNF235 ZNF256 ZNF260 ZNF264 ZNF274 ZNF28 ZNF283 ZNF284 ZNF285 ZNF285BP ZNF296 ZNF30 ZNF30-AS1 ZNF302 ZNF304 ZNF320 ZNF321P ZNF324 ZNF324B ZNF329 ZNF331 ZNF345 ZNF347 ZNF350 ZNF350-AS1 ZNF382 ZNF383 ZNF404 ZNF415 ZNF416 ZNF417 ZNF418 ZNF419 ZNF420 ZNF428 ZNF432 ZNF444 ZNF446 ZNF45 ZNF45-AS1 ZNF460 ZNF460-AS1 ZNF461 ZNF468 ZNF470 ZNF470-DT ZNF471 ZNF473 ZNF473CR ZNF480 ZNF497 ZNF497-AS1 ZNF507 ZNF524 ZNF525 ZNF526 ZNF527 ZNF528 ZNF528-AS1 ZNF529 ZNF529-AS1 ZNF530 ZNF534 ZNF540 ZNF541 ZNF542P ZNF543 ZNF544 ZNF546 ZNF547 ZNF548 ZNF549 ZNF550 ZNF551 ZNF552 ZNF565 ZNF566 ZNF566-AS1 ZNF567 ZNF567-DT ZNF568 ZNF569 ZNF570 ZNF571 ZNF571-AS1 ZNF573 ZNF574 ZNF575 ZNF576 ZNF577 ZNF578 ZNF579 ZNF580 ZNF581 ZNF582 ZNF582-DT ZNF583 ZNF584 ZNF584-DT ZNF585A ZNF585B ZNF586 ZNF587 ZNF587B ZNF599 ZNF600 ZNF606 ZNF607 ZNF610 ZNF611 ZNF613 ZNF614 ZNF615 ZNF616 ZNF628 ZNF628-DT ZNF649 ZNF649-AS1 ZNF665 ZNF667 ZNF667-AS1 ZNF671 ZNF677 ZNF701 ZNF702P ZNF71 ZNF749 ZNF761 ZNF765 ZNF766 ZNF772 ZNF773 ZNF776 ZNF780A ZNF780B ZNF781 ZNF784 ZNF787 ZNF790 ZNF790-AS1 ZNF792 ZNF793 ZNF793-AS1 ZNF8 ZNF8-DT ZNF8-ERVK3-1 ZNF805 ZNF807P ZNF808 ZNF813 ZNF814 ZNF816 ZNF816-ZNF321P ZNF818P ZNF829 ZNF83 ZNF835 ZNF836 ZNF837 ZNF841 ZNF845 ZNF850 ZNF865 ZNF875 ZNF880 ZNF888 ZNF888-AS1 ZSCAN1 ZSCAN18 ZSCAN22 ZSCAN4 ZSCAN5A ZSCAN5A-AS1 ZSCAN5B ZSCAN5C ZSCAN5DP ZSWIM9 chr1p11 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr1p11 EMBP1 FAM72B FCGR1BP H2BP1 H3P4 LINC00623 LINC01691 LINC02798 MTIF2P1 NBPF26 NBPF8 NOTCH2NLR PDE4DIPP2 PDE4DIPP4 PFN1P2 PPIAL4A RNVU1-19 RNVU1-4 RPL22P6 SRGAP2-AS1 SRGAP2C chr1p12 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr1p12 ADAM30 ENSG00000212266 ENSG00000226172 ENSG00000287980 GAPDHP23 GAPDHP27 GAPDHP32 GAPDHP33 GAPDHP58 GAPDHP74 GDAP2 HAO2 HAO2-IT1 HMGCS2 HSD3B1 HSD3B2 HSD3BP1 HSD3BP2 HSD3BP3 HSD3BP4 HSD3BP5 LINC00622 LINC01525 LINC01780 LOC124904631 MAN1A2 NBPF7P NOTCH2 NOTCH2P1 PFN1P9 PHGDH PNRC2P1 PSMC1P12 RBMX2P3 REG4 RNA5SP56 RNU1-75P RNU6-465P RPL6P2 RPS3AP12 SEC22B SPAG17 TBX15 TENT5C TENT5C-DT VDAC2P3 VPS25P1 VTCN1 WARS2 WARS2-AS1 WARS2-IT1 WDR3 ZNF697 chr1p13 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr1p13 ADORA3 AHCYL1 AKNAD1 AKR7A2P1 ALX3 AMIGO1 AMPD1 AMPD2 AP4B1 AP4B1-AS1 ATP1A1 ATP1A1-AS1 ATP5PB ATXN7L2 BCAS2 BCL2L15 C1orf162 CAPZA1 CASQ2 CCNT2P1 CD101 CD101-AS1 CD2 CD53 CD58 CELSR2 CEPT1 CFAP276 CHI3L2 CHIA CHIAP1 CHIAP2 CHIAP3 CLCC1 CNOT7P2 CSDE1 CSF1 CTTNBP2NL CYB561D1 CYMP CYMP-AS1 DCLRE1B DDX20 DENND2C DENND2D DRAM2 EEIG2 EIF2S2P5 ELAPOR1 ELOCP20 ENSG00000207502 ENSG00000238761 ENSG00000284830 ENSG00000287103 EPS8L3 FNDC7 FTH1P22 GAPDHP64 GNAI3 GNAT2 GPR61 GPSM2 GSTM1 GSTM2 GSTM3 GSTM4 GSTM5 HENMT1 HIGD1AP12 HIPK1 HIPK1-AS1 HNRNPA1P43 IGSF3 INKA2 INKA2-AS1 KCNA10 KCNA2 KCNA3 KCNC4 KCNC4-DT KCND3 KCND3-AS1 KCND3-IT1 KRT18P57 LAMTOR5 LAMTOR5-AS1 LINC01160 LINC01356 LINC01357 LINC01397 LINC01649 LINC01661 LINC01750 LINC01762 LINC01765 LINC01768 LINC01779 LINC02785 LINC02868 LINC02884 LOC124904669 LRIF1 LRIG2 LRIG2-DT MAB21L3 MAGI3 MIR197 MIR320B1 MIR4256 MIR548AC MIR7852 MIR942 MOV10 MRPL53P1 MRPL57P1 MTATP6P14 MTCO1P14 MTND5P20 MYBPHL NAP1L4P1 NBPF4 NBPF5P NBPF6 NDUFA4P1 NDUFA5P10 NEFHP1 NGF NGF-AS1 NHLH2 NR1H5P NRAS NRBF2P3 NTNG1 NUTF2P4 OLFML3 OR11I1P OVGP1 PGBP PHTF1 PIFO PKMP1 PPM1J PPM1J-DT PRMT6 PROK1 PRPF38B PSMA5 PSRC1 PTGFRN PTPN22 RANP5 RAP1A RBM15 RBM15-AS1 RHOC RLIMP2 RN7SL420P RN7SL432P RNA5SP54 RNA5SP55 RNU6-151P RNU6-792P RNU6-817P RNU6V RNU7-70P RNY1P13 RPL13AP10 RPL17P7 RPL7L1P21 RPL7P8 RPS15AP9 RPS27P6 RSBN1 SARS1 SCARNA2 SIKE1 SLC16A1 SLC16A1-AS1 SLC16A4 SLC16A4-AS1 SLC22A15 SLC25A24 SLC25A24P1 SLC25A24P2 SLC6A17 SLC6A17-AS1 SORT1 SPATA42 ST13P21 ST7L STRIP1 STXBP3 SYCP1 SYPL2 SYT6 TAF13 TAFA3 TMEM167B TMEM167B-DT TMIGD3 TRIM33 TRIM45 TSHB TSPAN2 TTF2 TXNP3 UBE2FP3 UBL4B VANGL1 VAV3 VAV3-AS1 WDR47 WDR77 WNT2B chr1p21 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr1p21 ABCD3 ACTG1P4 AGL ALG14 ALG14-AS1 AMY1A AMY1B AMY1C AMY2A AMY2B AMYP1 BCAS2P2 BRI3P1 CDC14A CDK4P1 CNN3 CNN3-DT COL11A1 DBT DNAJA1P5 DPH5 DPH5-DT DPYD DPYD-AS1 DPYD-AS2 DPYD-IT1 EEF1A1P11 ENSG00000215869 ENSG00000252765 ENSG00000280040 ENSG00000289355 EXTL2 F3 FRRS1 FTLP17 GAPDHP29 GPR88 HMGB3P10 HNRNPA1P68 KATNBL1P2 LINC01307 LINC01349 LINC01650 LINC01676 LINC01677 LINC01708 LINC01709 LINC01760 LINC01761 LINC01776 LINC01787 LINC02607 LINC02790 LRRC39 MATR3P3 MFSD14A MIR137 MIR137HG MIR2682 MIR378G MIR553 NDUFS5P2 NFU1P2 OLFM3 PALMD PLPPR4 PLPPR5 PLPPR5-AS1 PPIAP7 PTBP2 RN7SKP270 RN7SKP285 RN7SL831P RNPC3 RNPC3-DT RNU1-130P RNU4-75P RNU6-1318P RNU6-352P RNU6-750P RNU6-965P RPL21P26 RPL23AP90 RPL26P9 RPL36AP12 RPL7AP17 RPL7P9 RPSAP19 RTCA RTCA-AS1 RWDD3 RWDD3-DT S1PR1 S1PR1-DT SASS6 SEC63P1 SEPTIN2P1 SLC30A7 SLC35A3 SLC44A3 SLC44A3-AS1 SNX7 SOD2P1 TLCD4 TLCD4-RWDD3 TRMT13 UBE2WP1 VCAM1 chr1p22 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr1p22 ABCA4 ACTBP12 ARHGAP29 ARHGAP29-AS1 BARHL2 BCAR3 BCAR3-AS1 BCL10 BCL10-AS1 BRDT BTBD8 C1orf146 C1orf52 CAPNS1P1 CCDC18 CCDC18-AS1 CCN1 CCNJP2 CDC7 CDCA4P2 CHCHD2P5 CLCA1 CLCA2 CLCA3P CLCA4 CLCA4-AS1 COL24A1 CTBS DDAH1 DIPK1A DNAI3 DNTTIP2 DR1 ELOCP19 ENSG00000287797 ENSG00000288629 EPHX4 EVI5 FEN1P1 FNBP1L GAPDHP46 GBP1 GBP1P1 GBP2 GBP3 GBP4 GBP5 GBP6 GBP7 GCLM GEMIN8P4 GFI1 GLMN GNG5 GTF2B H3P3 HFM1 HMGB3P9 HS2ST1 HSP90B3P KYAT3 LINC01140 LINC01364 LINC01555 LINC01763 LINC02609 LINC02787 LINC02788 LINC02795 LINC02801 LMO4 LPAR3 LPCAT2BP LRRC8B LRRC8C LRRC8C-DT LRRC8D LRRC8D-DT MCOLN2 MCOLN3 MIR4423 MIR760 MIR7856 MND1P1 MTATP6P13 MTCO1P21 MTCO2P21 MTCO3P21 MTF2 MTND3P21 MTND4P11 ODF2L PHKA1P1 PKN2 PKN2-AS1 PRKAR1AP1 PTGES3P1 RBMXL1 RN7SKP123 RN7SKP272 RN7SL440P RN7SL583P RN7SL653P RN7SL692P RN7SL824P RNA5SP51 RNA5SP52 RNA5SP53 RNU4-59P RNU6-125P RNU6-210P RNU6-695P RNU6-970P RPAP2 RPF1 RPL17P5 RPL36AP10 RPL36AP11 RPL5 RPL5P6 RPL7L1P22 SELENOF SETSIP SH3GLB1 SNORA66 SNORD21 SNORD3G SNORD81 SPATA1 SSX2IP SYDE2 TGFBR3 TMED5 WDR82P2 ZNF326 ZNF644 ZNHIT6 chr1p31 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr1p31 ACADM ACTG1P21 ADGRL2 ADGRL4 ADH5P2 AK4 AK5 ALG6 ANGPTL3 ANKRD13C ARID3BP1 ARL5AP3 ASB17 ATG4C C1orf141 CACHD1 CASP3P1 CFL1P3 CHORDC1P5 COX6A1P1 COX6B1P7 COX6CP13 CRYZ CTBP2P8 CTH DEPDC1 DEPDC1-AS1 DIRAS3 DLEU2L DLSTP1 DNAI4 DNAJB4 DNAJB6P4 DNAJC6 DNASE2B DOCK7 DOCK7-DT DYNLT5 EFCAB7 ELOCP18 ENSG00000199959 ENSG00000231252 ENSG00000234953 ENSG00000252433 ERICH3 ERICH3-AS1 FOXD3 FOXD3-AS1 FPGT FPGT-TNNI3K FUBP1 GADD45A GDI2P2 GIPC2 GNG12 GNG12-AS1 HHLA3 HHLA3-AS1 HMGB1P18 HNRNPA1P64 HNRNPA3P14 HNRNPCP9 HSPE1P25 IFI44 IFI44L IL12RB2 IL23R INSL5 ITGB3BP JAK1 KANK4 KRT8P21 L1TD1 LAMTOR5P1 LEPR LEPROT LHX8 LHX8-AS1 LINC00466 LINC01359 LINC01360 LINC01361 LINC01362 LINC01702 LINC01707 LINC01712 LINC01725 LINC01739 LINC01758 LINC01781 LINC01788 LINC02238 LINC02567 LINC02791 LINC02792 LINC02796 LINC02797 LRRC40 LRRC53 LRRC7 LRRC7-AS1 LRRIQ3 MED28P8 MGC27382 MIER1 MIGA1 MIR101-1 MIR1262 MIR186 MIR3116-1 MIR3116-2 MIR3117 MIR3671 MIR4794 MIR6068 MIR7156 MRPS21P1 MSH4 MTND2P30 NEDD8P1 NEGR1 NEGR1-IT1 NEXN NEXN-AS1 NFIA NFIA-AS1 NFIA-AS2 NSRP1P1 PATJ PATJ-DT PDE4B PDE4B-AS1 PGM1 PIGK PIGPP2 PIN1P1 PRKACB PRKACB-DT PSAT1P3 PTGER3 PTGFR RABGGTB RAVER2 RN7SKP19 RN7SKP247 RN7SL130P RN7SL180P RN7SL242P RN7SL370P RN7SL392P RN7SL488P RN7SL538P RN7SL854P RNA5SP20 RNA5SP21 RNA5SP22 RNA5SP23 RNA5SP49 RNA5SP50 RNFT1P2 RNU2-15P RNU4-88P RNU4ATAC4P RNU4ATAC8P RNU6-1031P RNU6-1102P RNU6-1176P RNU6-1177P RNU6-1246P RNU6-161P RNU6-371P RNU6-387P RNU6-414P RNU6-503P RNU6-586P RNU6-622P RNU6-809P RNU7-123P RNU7-62P RNU7-80P RNU7-8P ROR1 ROR1-AS1 RPE65 RPL13AP9 RPL17P6 RPL29P5 RPL31P12 RPL7P10 RPS15AP7 RPS29P7 RPS7P4 RPSAP65 SAMD13 SERBP1 SGIP1 SGO1P1 SLC2A3P2 SLC35D1 SLC44A5 SNORD45A SNORD45B SNORD45C SRSF11 ST13P20 ST6GALNAC3 ST6GALNAC5 TM2D1 TNNI3K TPI1P1 TTLL7 TTLL7-IT1 TXN2P1 TXNP2 TYW3 UBE2U UOX USP1 USP33 WLS ZRANB2 ZRANB2-AS1 ZRANB2-DT ZZZ3 chr1p32 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr1p32 ACOT11 ANAPC10P1 BSND BTF3L4 C1orf185 C1orf87 C8A C8B CALR4P CC2D1B CDCP2 CDKN2C CFL1P2 COA7 COX7BP3 CPT2 CYB5RL CYP2J2 CZIB CZIB-DT DAB1 DAB1-AS1 DHCR24 DHCR24-DT DIO1 DMRTA2 DMRTB1 DNAJC19P7 ECHDC2 EEF1GP7 ENSG00000201003 ENSG00000212624 ENSG00000284601 ENSG00000284700 EPS15 EPS15-AS1 FAF1 FAF1-AS1 FAM151A FCF1P6 FGGY FGGY-DT FYB2 GAPDHP51 GLIS1 GOT2P1 GPX7 GYG1P3 H3P2 HIGD1AP11 HMGB1P45 HNRNPA1P6 HNRNPA1P63 HNRNPA3P12 HOOK1 IFT25 JUN KTI12 LDLRAD1 LEXM LINC01135 LINC01358 LINC01562 LINC01748 LINC01753 LINC01755 LINC01767 LINC02777 LINC02778 LINC02784 LINC02808 LINC02812 LRP8 LRP8-DT LRRC42 MAGOH MAGOH-DT MIR4421 MIR4422 MIR4422HG MIR4711 MIR4781 MIR6500 MIR761 MROH7 MROH7-TTC4 MRPL37 MRPS6P2 MTCO2P34 MYSM1 NDC1 NDUFS5P3 NRDC OMA1 ORC1 OSBPL9 PARS2 PCSK9 PDCL3P6 PGBD4P8 PHB1P12 PHB1P3 PIGQP1 PLA2G12AP1 PLPP3 PODN PRKAA2 PRPF38A RAB3B RN7SKP291 RN7SL290P RN7SL475P RN7SL62P RN7SL713P RN7SL788P RNA5SP48 RNF11 RNU2-30P RNU6-1026P RNU6-1281P RNU6-830P RNU6-877P RNU6-969P RNU7-95P RPL21P23 RPL23AP85 RPS13P2 RPS20P5 RPS26P15 RPSAP20 RRAS2P1 SCP2 SHISAL2A SLC1A7 SLC25A3P1 SLC25A6P3 SSBP3 SSBP3-AS1 TACSTD2 TCEANC2 TMEM59 TMEM61 TSEN15P2 TTC22 TTC39A TTC39A-AS1 TTC4 TUBBP10 TUT4 TXNDC12 TXNDC12-AS1 USP24 YIPF1 ZFYVE9 ZYG11A ZYG11B chr1p33 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr1p33 AGBL4 AGBL4-AS1 AGBL4-IT1 ATP6V0E1P4 ATPAF1 BEND5 CMPK1 CYP46A4P CYP4A11 CYP4A22 CYP4A22-AS1 CYP4A26P CYP4A27P CYP4A43P CYP4A44P CYP4B1 CYP4X1 CYP4Z1 CYP4Z2P DMBX1 EFCAB14 EFCAB14-AS1 ELAVL4 ELAVL4-AS1 FAAH FAAHP1 FOXD2 FOXD2-AS1 FOXE3 KNCN LINC00853 LINC01389 LINC01398 LINC01738 LINC02794 LRRC41 MKNK1 MKNK1-AS1 MOB3C MTND1P34 MTND2P29 NENFP1 NSUN4 PDZK1IP1 PPP1R8P1 RNU4-61P RNU6-723P RPL21P24 RPL21P25 SKINT1L SLC5A9 SPATA6 STIL TAL1 TEX38 TMEM275 TRABD2B TUBAP8 TUBAP9 UQCRH ZNF859P chr1p34 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr1p34 ACTN4P2 ADPRS AGO1 AGO3 AGO4 AKIRIN1 AKR1A1 ARMH1 ARTN ATP6V0B ATP6V0CP4 ATP6V1E1P1 B4GALT2 BEST4 BMP8A BMP8B BMP8B-AS1 BTBD19 C1orf109 C1orf122 C1orf210 C1orf216 C1orf50 C1orf50-AS1 CAP1 CCDC163 CCDC17 CCDC24 CCDC30 CCNB1IP1P1 CDC20 CDC20-DT CDCA8 CFAP144 CFAP57 CFAP97P1 CITED4 CLDN19 CLSPN COL8A2 COL9A2 COX7BP4 CSF3R CTPS1 DLGAP3 DMAP1 DNALI1 DPH2 DYNLT4 EBNA1BP2 EDN2 EFCAB14P1 EIF1P2 EIF2B3 ELOVL1 ENSG00000227857 ENSG00000230615 ENSG00000261798 ENSG00000284650 ENSG00000284720 ENSG00000284895 ENSG00000288573 EPHA10 ERI3 ERI3-IT1 ERMAP EVA1B EXO5 EXO5-DT FHL3 FOXJ3 FOXO6 FOXO6-AS1 FTH1P1 FTLP18 GJA4 GJA9 GJB3 GJB4 GJB5 GNL2 GPBP1L1 GPR199P GRIK3 GTF2F2P2 GUCA2A GUCA2B HECTD3 HEYL HIVEP3 HMGB1P48 HNRNPFP1 HPCAL4 HPDL HSPA5P1 HSPE1P8 HYI HYI-AS1 INPP5B INPP5B-AS1 IPO13 IPP KCNQ4 KDM4A KDM4A-AS1 KIAA0319L KIF2C KLF17 KLF18 KRT8P47 LINC01144 LINC01343 LINC01685 LINC02786 LINC02811 LINC02918 LSM10 LURAP1 MACF1 MANEAL MAP7D1 MAST2 MEAF6 MED8 MED8-AS1 MFSD2A MIR30C1 MIR30E MIR3659 MIR3659HG MIR4255 MIR552 MIR5581 MIR5584 MIR6079 MIR6732 MIR6733 MIR6734 MIR6735 MKRN8P MMACHC MPL MRPS15 MRPS17P1 MTF1 MUTYH MYCBP MYCL MYCL-AS1 NASP NCDN NDUFS5 NFYC NFYC-AS1 NT5C1A OAZ1P1 OOSP1P1 OSCP1 OSTCP5 OXCT2 OXCT2P1 P3H1 P3R3URF P3R3URF-PIK3R3 PABPC4 PABPC4-AS1 PIK3R3 PLK3 POMGNT1 POU3F1 PPCS PPIAP35 PPIAP36 PPIE PPIEL PPIH PPT1 PRDX1 PSMB2 PTCH2 PTPRF RAD54L RHBDL2 RIMKLA RIMS3 RLF RN7SL131P RN7SL326P RN7SL479P RN7SL503P RNA5SP43 RNA5SP44 RNA5SP45 RNA5SP46 RNA5SP47 RNF220 RNU4-27P RNU5D-1 RNU5E-6P RNU5F-1 RNU6-1237P RNU6-369P RNU6-510P RNU6-536P RNU6-584P RNU6-605P RNU6-608P RNU6-636P RNU6-753P RNU6-880P RNU7-121P RPL12P45 RPL21P20 RPL23AP17 RPL36AP9 RPL5P4 RPL6P1 RPL7AP16 RPS15AP10 RPS15AP11 RPS27P9 RPS29P6 RPS3AP11 RPS8 RRAGC RRAGC-DT RSPO1 SCMH1 SCMH1-DT SF3A3 SFPQ SH3D21 SHMT1P1 SLC2A1 SLC2A1-DT SLC6A9 SLFNL1 SLFNL1-AS1 SMAP2 SMIM12 SNIP1 SNORA55 SNORA62 SNORA63 SNORA63C SNORD38A SNORD38B SNORD46 SNORD55 ST3GAL3 ST3GAL3-AS1 STK40 SVBP SZT2 SZT2-AS1 TEKT2 TESK2 TFAP2E TFAP2E-AS1 THRAP3 TIE1 TMA16P2 TMCO2 TMEM125 TMEM269 TMEM35B TMEM53 TMEM69 TMSB4XP1 TOE1 TRAPPC3 TRIT1 TSPAN1 UBE2V1P8 UBE2V2P4 UROD UTP11 YBX1 YRDC ZC3H12A ZC3H12A-DT ZFP69 ZFP69B ZMPSTE24 ZMPSTE24-DT ZMYM1 ZMYM4 ZMYM4-AS1 ZMYM6 ZMYND12 ZNF684 ZNF691 ZNF691-DT ZSWIM5 chr1p35 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr1p35 A3GALT2 ADGRB2 AHDC1 AK2 ARL8BP2 ATP5IF1 AZIN2 BSDC1 C1orf94 CCDC28B CHMP1AP1 COL16A1 CSMD2 CSMD2-AS1 DCDC2B DNAJC8 DNAJC8P4 EEF1A1P46 EIF3I ENSG00000235143 ENSG00000252777 ENSG00000288678 EPB41 EYA3 FABP3 FAM167B FAM229A FAM76A FGR FNDC5 GAPDHP20 GMEB1 HCRTR1 HDAC1 HMGB4 HPCA HSPD1P14 IFI6 IQCC KHDRBS1 KIAA1522 KPNA6 LAPTM5 LCK LDC1P LINC01226 LINC01648 LINC01756 LINC01778 LINC02574 LRRC37A12P MARCKSL1 MATN1 MATN1-AS1 MECR MED18 MIR3605 MIR4254 MIR4420 MIR5585 MTMR9LP NKAIN1 OPRD1 PEF1 PEF1-AS1 PHACTR4 PHC2 PHC2-AS1 PPP1R8 PRDX3P2 PTAFR PTP4A2 PTPRU PUM1 RAB42 RBBP4 RCC1 RN7SKP16 RN7SKP91 RN7SL122P RN7SL371P RN7SL559P RNA5SP42 RNF19B RNU11 RNU6-1245P RNU6-176P RNU6-40P RNU6-424P RNU6-949P RNU6ATAC27P RPA2 RPEP3 RPL21P22 S100PBP SCARNA1 SDC3 SELENOWP1 SERINC2 SESN2 SMPDL3B SNHG12 SNHG3 SNORA16A SNORA44 SNORA61 SNORA73A SNORA73B SNORD99 SNRNP40 SPCS2P4 SPOCD1 SRSF4 STX12 SYNC TAF12 TAF12-DT THEMIS2 TINAGL1 TLR12P TMEM200B TMEM234 TMEM39B TMEM54 TRIM62 TRNAU1AP TSSK3 TXLNA XKR8 YARS1 YTHDF2 ZBTB8A ZBTB8B ZBTB8OS ZCCHC17 ZNF362 ZSCAN20 chr1p36 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr1p36 AADACL3 AADACL4 ACAP3 ACOT7 ACTG1P20 ACTL8 ACTRT2 AGMAT AGRN AGTRAP AJAP1 AKR7A2 AKR7A3 AKR7L ALDH4A1 ALPL ANGPTL7 ANKRD65 ANKRD65-AS1 ANO7L1 ARHGEF10L ARHGEF16 ARHGEF19 ARHGEF19-AS1 ARID1A ASAP3 ATAD3A ATAD3B ATAD3C ATP13A2 AUNIP AURKAIP1 B3GALT6 BRWD1P1 BTBD6P1 C1QA C1QB C1QC C1QTNF12 C1orf127 C1orf159 C1orf167 C1orf167-AS1 C1orf174 C1orf232 CA6 CALML6 CAMK2N1 CAMTA1 CAMTA1-AS1 CAMTA1-AS2 CAMTA1-AS3 CAMTA1-DT CAMTA1-IT1 CAPZB CASP9 CASZ1 CATSPER4 CCDC27 CCNL2 CD164L2 CD24P1 CD52 CDA CDC42 CDC42-AS1 CDC42-IT1 CDK11A CDK11B CELA2A CELA2B CELA3A CELA3B CENPS CENPS-CORT CEP104 CEP85 CFAP107 CFAP74 CFL1P6 CHCHD2P6 CHCHD3P3 CHD5 CICP27 CICP3 CICP7 CLCN6 CLCNKA CLCNKB CLIC4 CLSTN1 CNKSR1 CNR2 CORT CPLANE2 CPTP CROCC CROCCP2 CROCCP3 CROCCP4 CROCCP5 CRYBG2 CTNNBIP1 CTRC DDI2 DDOST DDX11L1 DDX11L17 DDX11L2 DFFA DFFB DHDDS DHDDS-AS1 DHRS3 DISP3 DNAJC11 DNAJC16 DPPA2P2 DRAXIN DVL1 DYNLL1P3 E2F2 ECE1 ECE1-AS1 EEF1A1P48 EEF1DP6 EFHD2 EFHD2-AS1 EIF1AXP1 EIF4G3 ELOA ELOA-AS1 EMC1 EMC1-AS1 ENO1 ENO1-AS1 ENSG00000221083 ENSG00000228463 ENSG00000230021 ENSG00000252404 ENSG00000252691 ENSG00000253085 ENSG00000259961 ENSG00000260063 ENSG00000269896 ENSG00000278757 ENSG00000284641 ENSG00000287396 ENSG00000288531 ENSG00000291156 EPHA2 EPHA2-AS1 EPHA8 EPHB2 ERRFI1 ERRFI1-DT ESPN ESPNP EXOSC10 EXOSC10-AS1 EXTL1 FAAP20 FAM110D FAM131C FAM131C2P FAM138A FAM41C FAM43B FAM87B FBLIM1 FBXO2 FBXO42 FBXO44 FBXO6 FCN3 FHAD1 FHAD1-AS1 FNDC10 FUCA1 GABRD GALE GNB1 GNB1-DT GPATCH3 GPN2 GPR153 GPR157 GPR3 GRHL3 GRHL3-AS1 H3P1 H6PD HES2 HES3 HES4 HES5 HMGCL HMGN2 HMGN2P17 HNRNPCL1 HNRNPCL2 HNRNPCL3 HNRNPCL4 HNRNPR HP1BP3 HS6ST1P1 HSPB7 HSPE1P24 HSPE1P27 HSPG2 HTR1D HTR6 ICMT ICMT-DT ID3 IFFO2 IFITM3P7 IFNLR1 IGSF21 IGSF21-AS1 IL22RA1 INTS11 ISG15 KAZN KAZN-AS1 KCNAB2 KDF1 KDM1A KIAA2013 KIF17 KIF1B KLHDC7A KLHL17 KLHL21 LACTBL1 LDLRAD2 LDLRAP1 LIN28A LINC00115 LINC00339 LINC01128 LINC01134 LINC01141 LINC01342 LINC01345 LINC01346 LINC01355 LINC01409 LINC01635 LINC01646 LINC01647 LINC01654 LINC01672 LINC01714 LINC01757 LINC01770 LINC01772 LINC01777 LINC01783 LINC01784 LINC01786 LINC02593 LINC02596 LINC02606 LINC02766 LINC02780 LINC02781 LINC02782 LINC02783 LINC02793 LINC02800 LINC02810 LNCTAM34A LOC105376805 LOC112267871 LOC124904813 LRRC38 LRRC47 LUZP1 LYPLA2 LZIC MACO1 MAD2L2 MAN1C1 MAP3K6 MASP2 MDS2 MEGF6 MFAP2 MFFP1 MFN2 MIB2 MICOS10 MICOS10-DT MICOS10-NBL1 MIIP MIR1256 MIR1290 MIR1302-2 MIR1302-2HG MIR1976 MIR200A MIR200B MIR3115 MIR34A MIR34AHG MIR3675 MIR378F MIR3917 MIR3972 MIR4251 MIR4252 MIR4253 MIR429 MIR4418 MIR4425 MIR4632 MIR4684 MIR4689 MIR4695 MIR551A MIR5697 MIR6084 MIR6127 MIR6726 MIR6727 MIR6728 MIR6729 MIR6730 MIR6731 MIR6808 MIR6859-1 MIR6859-2 MIR7846 MMEL1 MMEL1-AS1 MMP23A MMP23B MORN1 MPHOSPH6P1 MRPL20 MRPL20-AS1 MRPL20-DT MRTO4 MST1L MST1P2 MT1XP1 MTATP6P1 MTATP8P1 MTCO1P12 MTCO2P12 MTCO3P12 MTCYBP45 MTFR1L MTHFR MTND1P23 MTND2P28 MTOR MTOR-AS1 MUL1 MXRA8 MYOM3 MYOM3-AS1 MZT1P1 NADK NBL1 NBPF1 NBPF2P NBPF3 NCMAP NCMAP-DT NDUFB4P8 NECAP2 NIPAL3 NMNAT1 NOC2L NOL9 NPHP4 NPM1P39 NPPA NPPB NR0B2 NUDC OR4F16 OR4F29 OR4F5 OR4G11P OR4G4P OSTCP2 OTUD3 PADI1 PADI2 PADI3 PADI4 PADI6 PAFAH2 PANK4 PAQR7 PARK7 PAX7 PDE4DIPP10 PDE4DIPP8 PDE4DIPP9 PDIK1L PDPN PER3 PERM1 PEX10 PEX14 PFN1P10 PGAM1P11 PGD PHF13 PIGV PIK3CD PIK3CD-AS1 PIK3CD-AS2 PINK1 PINK1-AS PITHD1 PLA2G2A PLA2G2C PLA2G2D PLA2G2E PLA2G2F PLA2G5 PLCH2 PLEKHG5 PLEKHM2 PLEKHN1 PLOD1 PNRC2 PPIAP34 PPP1R11P1 PRAMEF1 PRAMEF10 PRAMEF11 PRAMEF12 PRAMEF13 PRAMEF14 PRAMEF15 PRAMEF17 PRAMEF18 PRAMEF19 PRAMEF2 PRAMEF20 PRAMEF25 PRAMEF26 PRAMEF27 PRAMEF28P PRAMEF29P PRAMEF30P PRAMEF31P PRAMEF32P PRAMEF33 PRAMEF34P PRAMEF35P PRAMEF36P PRAMEF4 PRAMEF5 PRAMEF6 PRAMEF7 PRAMEF8 PRAMEF9 PRDM16 PRDM16-DT PRDM2 PRKCZ PRKCZ-AS1 PRKCZ-DT PRXL2B PUSL1 RAP1GAP RBP7 RCAN3 RCAN3AS RCC2 RCC2-AS1 RER1 RERE RERE-AS1 RHCE RHD RN7SKP269 RN7SL165P RN7SL186P RN7SL277P RN7SL304P RN7SL386P RN7SL451P RN7SL574P RN7SL614P RN7SL649P RN7SL657P RN7SL679P RN7SL731P RNA5SP40 RNA5SP41 RNF186 RNF186-AS1 RNF207 RNF207-AS1 RNF223 RNU1-1 RNU1-2 RNU1-3 RNU1-4 RNU1-5P RNU1-6P RNU1-7P RNU1-8P RNU4-28P RNU5E-1 RNU5E-4P RNU6-1022P RNU6-1072P RNU6-1099P RNU6-1100P RNU6-110P RNU6-1199P RNU6-1208P RNU6-1265P RNU6-135P RNU6-291P RNU6-304P RNU6-37P RNU6-48P RNU6-514P RNU6-537P RNU6-731P RNU6-771P RNU6-776P RNU6-777P RNU6-828P RNU6-991P RNU6ATAC18P RNU7-179P RNU7-200P RNU7-29P RPL10P17 RPL11 RPL12P13 RPL12P14 RPL17P9 RPL21P21 RPL21P29 RPL22 RPL22P3 RPL23AP19 RPL23AP24 RPL23AP89 RPL29P6 RPL32P6 RPL36P5 RPL39P6 RPL7AP18 RPL7P11 RPL7P7 RPS15AP6 RPS4XP4 RPS6KA1 RSC1A1 RSRP1 RUNX3 RUNX3-AS1 SAMD11 SBF1P2 SCARNA21B SCNN1D SDF4 SDHB SDHDP6 SELENON SFN SH2D5 SH3BGRL3 SKI SLC25A33 SLC25A34 SLC25A34-AS1 SLC2A5 SLC2A7 SLC30A2 SLC35E2A SLC35E2B SLC45A1 SLC66A1 SLC9A1 SMIM1 SNORA59A SNORA70 SNRPEP7 SNRPFP2 SPATA21 SPEN SPEN-AS1 SPSB1 SRARP SRM SRRM1 SRSF10 SSU72 STMN1 STPG1 SYF2 SYTL1 SZRD1 TARDBP TAS1R1 TAS1R2 TAS1R3 TBC1D3P6 TBCAP2 TCEA3 TENT5B TEX46 THAP3 TMCO4 TMEM201 TMEM222 TMEM240 TMEM274P TMEM50A TMEM51 TMEM51-AS1 TMEM51-AS2 TMEM52 TMEM82 TMEM88B TNFRSF14 TNFRSF14-AS1 TNFRSF18 TNFRSF1B TNFRSF25 TNFRSF4 TNFRSF8 TNFRSF9 TP73 TP73-AS1 TP73-AS2 TP73-AS3 TPRG1L TRIM63 TRNP1 TTC34 TTLL10 TTLL10-AS1 TUBB8P11 UBE2J2 UBE2V2P3 UBE4B UBIAD1 UBR4 UBXN10 UBXN11 UQCRHL USP48 UTS2 VAMP3 VPS13D VWA1 VWA5B1 WASF2 WASH7P WASH9P WBP1LP6 WBP1LP7 WDTC1 WDTC1-DT WNT4 WRAP73 ZBTB17 ZBTB2P1 ZBTB40 ZBTB40-IT1 ZBTB48 ZDHHC18 ZNF436 ZNF436-AS1 ZNF593 ZNF593OS ZNF683 ZPLD2P chr1q21 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr1q21 ABHD17AP1 ACP6 ADAM15 ADAMTSL4 ADAMTSL4-AS1 ADAMTSL4-AS2 ADAR ANKRD34A ANKRD35 ANP32E ANXA9 APH1A AQP10 ARNT ATP8B2 BCL9 BNIPL BOLA1 C1orf43 C1orf54 C1orf56 C1orf68 C2CD4D C2CD4D-AS1 CA14 CCDST CCT8P1 CD160 CDC42SE1 CELF3 CERS2 CFAP141 CGN CHD1L CHRNB2 CHTOP CIART CKS1B CRCT1 CREB3L4 CRNN CRTC2 CTSK CTSS CTXND2 CYCSP51 DCST1 DCST1-AS1 DCST2 DENND4B DRD5P2 ECM1 EFNA3 EFNA4 EFNA4-EFNA3 ENSA ENSG00000229699 ENSG00000233030 ENSG00000252682 ENSG00000252840 ENSG00000252920 ENSG00000284738 ENSG00000285818 ENSG00000286391 ENSG00000288626 ENSG00000288880 ENSG00000291199 FALEC FAM72C FAM72D FAM91A2P FAM91A3P FCGR1A FCGR1CP FLAD1 FLG FLG-AS1 FLG2 FMO5 GABPB2 GATAD2B GEMIN2P1 GJA5 GJA8 GNRHR2 GOLPH3L GPR89A GPR89B H2AC18 H2AC19 H2AC20 H2AC21 H2BC18 H2BC19P H2BC20P H2BC21 H2BP2 H3-7 H3C13 H3C14 H3C15 H4C14 H4C15 HAX1 HJV HMGN3P1 HORMAD1 HRNR HYDIN2 IGKV1OR1-1 IL6R IL6R-AS1 ILF2 INTS3 ITGA10 IVL JTB JTB-DT KCNN3 KMT2CP1 KMT2CP2 KMT2CP3 KPRP KRT8P28 LAPTM4BP1 LCE1A LCE1B LCE1C LCE1D LCE1E LCE1F LCE2A LCE2B LCE2C LCE2D LCE3A LCE3B LCE3C LCE3D LCE3E LCE4A LCE5A LCE6A LCE7A LCEP1 LCEP2 LCEP3 LCEP4 LELP1 LENEP LINC00624 LINC00869 LINC01138 LINC01145 LINC01527 LINC01632 LINC01719 LINC01731 LINC02591 LINC02799 LINC02802 LINC02805 LINC02806 LINC02988 LINGO4 LIX1L LIX1L-AS1 LORICRIN LSP1P5 LYSMD1 MCL1 MINDY1 MIR190B MIR4257 MIR4258 MIR5087 MIR554 MIR5698 MIR6077 MIR6736 MIR6737 MIR6878 MIR8083 MLLT11 MRPL9 MRPS21 MTMR11 NBPF10 NBPF11 NBPF12 NBPF13P NBPF14 NBPF15 NBPF17P NBPF18P NBPF19 NBPF20 NBPF25P NBPF9 NKAIN1P1 NOTCH2NLA NOTCH2NLB NOTCH2NLC NPR1 NUDT17 NUDT4B NUDT4P2 NUP210L OAZ3 OR13Z1P OR13Z2P OR13Z3P OTUD7B PBXIP1 PDE4DIP PDE4DIPP1 PDE4DIPP3 PDE4DIPP5 PDE4DIPP6 PDE4DIPP7 PDIA3P1 PDZK1 PDZK1P1 PEX11B PFN1P12 PFN1P3 PFN1P4 PFN1P6 PFN1P8 PGLYRP3 PGLYRP4 PI4KB PIAS3 PIP5K1A PLEKHO1 PMVK POGZ POLR3C POLR3GL PPIAL4C PPIAL4D PPIAL4E PPIAL4F PPIAL4G PPIAL4H PRKAB2 PRPF3 PRR9 PRUNE1 PSMB4 PSMD4 PSMD8P1 PUDPP2 PYGO2 RAB13 RBM8A RFX5 RFX5-AS1 RIIAD1 RN7SKP88 RN7SL261P RN7SL372P RN7SL431P RN7SL444P RN7SL44P RN7SL473P RN7SL480P RN7SL600P RNA5SP529 RNA5SP533 RNA5SP536 RNA5SP57 RNA5SP59 RNF115 RNU1-114P RNU1-129P RNU1-143P RNU1-151P RNU1-153P RNU1-154P RNU1-155P RNU1-68P RNU2-17P RNU2-38P RNU6-1042P RNU6-1062P RNU6-1071P RNU6-1171P RNU6-121P RNU6-1309P RNU6-160P RNU6-179P RNU6-239P RNU6-662P RNU6-884P RNU7-57P RNVU1-1 RNVU1-14 RNVU1-15 RNVU1-17 RNVU1-18 RNVU1-2 RNVU1-21 RNVU1-22 RNVU1-23 RNVU1-24 RNVU1-25 RNVU1-26 RNVU1-27 RNVU1-28 RNVU1-29 RNVU1-2A RNVU1-3 RNVU1-30 RNVU1-31 RNVU1-6 RNVU1-7 RNVU1-8 RNY4P25 RORC RPL22P5 RPL6P31 RPL7AP15 RPLP0P4 RPRD2 RPS27 RPS27AP6 RPS29P29 RPS7P2 RPSAP17 RPTN S100A1 S100A10 S100A11 S100A12 S100A13 S100A14 S100A15A S100A16 S100A2 S100A3 S100A4 S100A5 S100A6 S100A7 S100A7A S100A7L2 S100A7P1 S100A8 S100A9 SCNM1 SEC22B2P SEC22B3P SEC22B4P SELENBP1 SEMA6C SETDB1 SF3B4 SHC1 SHE SLC27A3 SLC39A1 SMCP SNAPIN SNORA58B SNX27 SPRR1A SPRR1B SPRR2A SPRR2B SPRR2C SPRR2D SPRR2E SPRR2F SPRR2G SPRR3 SPRR4 SPRR5 SPTLC1P4 SRGAP2B SRGAP2D SSBL4P SV2A TARS2 TCHH TCHHL1 TDRD10 TDRKH TDRKH-AS1 THEM4 THEM5 TMOD4 TNFAIP8L2 TPM3 TUFT1 TXNIP UBAP2L UBE2D3P3 UBE2Q1 UBE2Q1-AS1 VPS45 VPS72 ZBTB7B ZNF687 ZNF687-AS1 chr1q22 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr1q22 ARHGEF2 ARHGEF2-AS1 ARHGEF2-AS2 ASH1L ASH1L-AS1 ASH1L-IT1 BGLAP CCT3 CLK2 DAP3 DAP3P1 DPM3 EFNA1 ENSG00000285677 ENTREP3 FDPS GBA1 GBAP1 GLMP GON4L HCN3 HMGN2P18 IQGAP3 KHDC4 KRTCAP2 LAMTOR2 LMNA MEF2D MEX3A MIR555 MIR6738 MIR9-1 MIR9-1HG MIR92B MSTO1 MSTO2P MTX1 MTX1P1 MUC1 NAXE PAQR6 PKLR PMF1 PMF1-BGLAP POU5F1P4 RAB25 RHBG RIT1 RNU6-106P RNU6-1297P RUSC1 RUSC1-AS1 RXFP4 SCAMP3 SCARNA4 SEMA4A SLC25A44 SLC50A1 SMG5 SNORA80E SSR2 SYT11 THBS3 THBS3-AS1 TMEM79 TRIM46 TSACC TTC24 UBQLN4 VHLL YY1AP1 chr1q23 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr1q23 ACKR1 ADAMTS4 AIM2 APCS APOA2 ARHGAP30 ARHGEF11 ATF6 ATF6-DT ATP1A2 ATP1A4 B4GALT3 BCAN BCAN-AS1 BCAN-AS2 C1orf226 CADM3 CADM3-AS1 CASQ1 CCDC190 CD1A CD1B CD1C CD1D CD1E CD244 CD48 CD5L CD84 CFAP126 CFAP45 COPA CRABP2 CRP CRPP1 CYCSP52 DCAF8 DCAF8-DT DDR2 DEDD DUSP12 DUSP23 EI24P2 ELL2P1 ENSG00000198358 ENSG00000212161 ENSG00000227741 ENSG00000232995 ENSG00000238934 ENSG00000272668 ENSG00000288775 ENSG00000290105 ENSG00000291226 ETV3 ETV3L F11R FCER1A FCER1G FCGR2A FCGR2B FCGR2C FCGR3A FCGR3B FCRL1 FCRL2 FCRL3 FCRL4 FCRL5 FCRL6 FCRLA FCRLB GLRX5P2 GPATCH4 HAPLN2 HDGF HMGB3P6 HMGN1P5 HSD17B7 HSP90AA3P HSPA6 HSPA7 IFI16 IGSF8 IGSF9 INSRR ISG20L2 ITLN1 ITLN2 KCNJ10 KCNJ9 KIRREL1 KIRREL1-IT1 KLHDC9 KRT8P45 LINC01133 LINC01704 LINC02772 LINC02819 LMX1A LMX1A-AS1 LMX1A-AS2 LRRC71 LY9 METTL25B MIR4259 MIR4654 MIR5187 MIR556 MIR765 MNDA MPTX1 MPZ MRPL24 MRPS21P2 NCSTN NDUFS2 NECTIN4 NECTIN4-AS1 NES NHLH1 NIT1 NMNAT1P2 NOS1AP NR1I3 NTRK1 NUF2 OLFML2B OR10AA1P OR10AE1P OR10J1 OR10J2P OR10J3 OR10J4 OR10J5 OR10J6P OR10J7P OR10J8P OR10J9P OR10K1 OR10K2 OR10R1P OR10R2 OR10R3P OR10T1P OR10T2 OR10X1 OR10Z1 OR2AQ1P OR6K1P OR6K2 OR6K3 OR6K4P OR6K5P OR6K6 OR6N1 OR6N2 OR6P1 OR6Y1 PBX1 PBX1-AS1 PCP4L1 PEA15 PEAR1 PEX19 PFDN2 PIGM PPIAP37 PPOX PRCC PRELID1P7 PYDC5 PYHIN1 PYHIN5P RAD1P2 RGS4 RGS5 RGS5-AS1 RN7SL466P RN7SL612P RN7SL861P RNA5SP60 RNA5SP61 RNA5SP62 RNA5SP63 RNU4-42P RNU5F-6P RNU6-171P RNU6-481P RNU6-755P RPL31P11 RPL35AP7 RPS23P10 RPS23P9 RPSAP18 RRM2P2 RXRG SDHC SETP9 SH2D1B SH2D2A SLAMF1 SLAMF6 SLAMF6P1 SLAMF7 SLAMF8 SLAMF9 SMIM42 SMU1P1 SNHG28 SPATA46 SPTA1 SUMO1P3 TAGLN2 TOMM40L TRNT1P1 TSTD1 UAP1 UAP1-DT UFC1 UHMK1 UQCRBP2 USF1 USP21 VANGL2 VDAC1P9 VSIG8 chr1q24 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr1q24 ADCY10 AIMP1P2 AKR1D1P1 ALDH9A1 ANKRD36BP1 ATP1B1 BLZF1 C1orf105 C1orf112 CCDC181 CD247 CNN2P10 CREG1 CYCSP53 DCAF6 DNM3 DNM3-IT1 DNM3OS DPT DUTP6 ENSG00000215838 ENSG00000228697 ENSG00000229588 ENSG00000230704 ENSG00000237707 F5 FAM78B FAM78B-AS1 FASLG FMO1 FMO10P FMO11P FMO2 FMO3 FMO4 FMO6P FMO7P FMO8P FMO9P GCSHP5 GM2AP2 GORAB GORAB-AS1 GPA33 GPR161 HAUS4P1 HMGB1P11 ILDR2 ISCUP1 KIFAP3 KIFAP3-AS1 LINC00626 LINC00970 LINC01142 LINC01363 LINC01675 LINC01681 LRRC52 LRRC52-AS1 MAEL METTL13 METTL18 MGST3 MIR1255B2 MIR1295A MIR1295B MIR199A2 MIR214 MIR3119-1 MIR3119-2 MIR3120 MIR3658 MIR557 MIR921 MPC2 MPZL1 MROH9 MRPS10P1 MYOC MYOCOS NME7 NTMT2 PFN1P1 PIGC POGK POU2F1 POU2F1-DT PRRC2C PRRX1 QRSL1P1 RCSD1 RN7SL269P RN7SL333P RNA5SP64 RNA5SP65 RNA5SP66 RNU6-1310P RNU6-157P RNU6-693P RPL21P27 RPL29P7 RPL34P1 RPL4P2 RPL4P3 RPL7AP19 RPL7AP21 RPS3AP10 SCYL3 SELE SELL SELP SFT2D2 SIGLEC30P SLC19A2 SLC25A38P1 SRP14P4 STYXL2 SUCO SUMO1P2 TADA1 TBX19 TIPRL TMCO1 TMCO1-AS1 TOP1P1 UCK2 VAMP4 XCL1 XCL2 chr1q25 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr1q25 ABL2 ACBD6 ANGPTL1 ANKRD45 APOBEC4 ARPC5 ASTN1 AXDND1 BANF1P4 BRINP2 C1orf21 C1orf21-DT C1orf220 CACNA1E CACYBP CENPL CEP350 CLEC20A COLGALT2 COP1 COP1-DT COX5BP8 CRYZL2P CRYZL2P-SEC16B DARS2 DHX9 DHX9-AS1 EDEM3 EIF1P3 EIF4A1P11 ENSG00000201619 ENSG00000243062 ENSG00000261729 ENSG00000285910 ENTR1P2 FAM163A FAM20B FTH1P25 GAS5 GAS5-AS1 GLUL GOT2P2 GPR52 GS1-279B7.1 HMCN1 HMGN1P4 HNRNPA1P54 IER5 IVNS1ABP KIAA0040 KIAA1614 KIAA1614-AS1 KLHL20 KRT18P28 LAMC1 LAMC1-AS1 LAMC2 LHX4 LINC00272 LINC01344 LINC01350 LINC01633 LINC01645 LINC01657 LINC01686 LINC01688 LINC01699 LINC01732 LINC01741 LINC02803 LINC02816 LINC02818 LOC124904756 MCRIP2P2 MEF2AP1 MIR3121 MIR4424 MIR488 MORF4L1P7 MR1 MRPS14 NCF2 NDUFAF4P4 NIBAN1 NMNAT2 NPHS2 NPL OVAAL PAPPA2 PRDX6 PRDX6-AS1 PTP4A1P7 PTPN2P1 QSOX1 RABGAP1L RABGAP1L-AS1 RABGAP1L-DT RABGAP1L-IT1 RALGPS2 RALGPS2-AS1 RASAL2 RASAL2-AS1 RC3H1 RC3H1-DT RC3H1-IT1 RGL1 RGS16 RGS8 RGSL1 RN7SKP160 RN7SKP229 RN7SL230P RN7SL654P RNA5SP67 RNA5SP68 RNA5SP69 RNA5SP70 RNA5SP72 RNASEL RNF2 RNU2-12P RNU5F-2P RNU6-152P RNU6-307P RNU6-41P RNU7-13P RNU7-183P RPL22P24 RPL30P1 RPL5P5 RPS27P7 RPS29P4 RPS29P5 RPS3AP8 RPSAP16 SCARNA3 SEC16B SERPINC1 SETP10 SHCBP1L SLC9C2 SMG7 SMG7-AS1 SNORA63 SOAT1 STX6 SWT1 TDRD5 TEDDM1 TEDDM2P TEX35 TEX50 TNFSF18 TNFSF4 TNN TNR TNR-IT1 TOR1AIP1 TOR1AIP2 TOR3A TRMT1L TSEN15 VDAC1P4 XPR1 YPEL5P1 ZBTB37 ZNF648 chr1q31 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr1q31 ASPM ATP6V1G3 B3GALT2 BRINP3 BRINP3-DT C1orf53 CDC73 CFH CFHR1 CFHR2 CFHR3 CFHR4 CFHR5 CLPTM1LP1 CRB1 DENND1B EEF1A1P14 EEF1A1P32 ENSG00000287364 ENSG00000288078 ENSG00000289995 F13B FAM204BP FDPSP1 GAPDHP75 GLRX2 HNRNPA1P46 KCNT2 LHX9 LINC01031 LINC01035 LINC01036 LINC01680 LINC01701 LINC01720 LINC01724 LINC02770 LOC124904478 MIR1278 MIR4426 MIR4735 MRPS21P3 NEK7 ODR4 PACERR PDC PDC-AS1 PEBP1P3 PLA2G4A PRG4 PRR13P1 PTGS2 PTPRC RGS1 RGS13 RGS18 RGS2 RGS21 RN7SKP126 RN7SKP156 RNA5SP73 RNU6-1240P RNU6-983P RO60 RPL23AP22 RPS27AP5 RPS3AP9 SCARNA18B SEPTIN14P12 SLC4A1APP2 TPR UCHL5 ZBTB41 ZNF101P2 chr1q32 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr1q32 ACTG1P25 ADIPOR1 ADORA1 ADORA2BP1 ANGEL2 ARL8A ARPC3P2 ASCL5 ATF3 ATP2B4 ATP5MC2P1 AVPR1B AVPR1B-DT BATF3 BLACAT1 BPNT2P1 BTG2 BTG2-DT C1orf116 C1orf74 C4BPA C4BPAP1 C4BPAP2 C4BPB CACNA1S CAMK1G CAMSAP2 CBX1P3 CCNQP1 CD34 CD46 CD46P1 CD55 CDCA4P3 CDCA4P4 CDK18 CHI3L1 CHIT1 CNTN2 COX7CP2 CR1 CR1-AS1 CR1L CR2 CRIP1P3 CSRP1 CSRP1-AS1 CTSE CYB5R1 CYCSP4 DDX59 DDX59-AS1 DSTYK DTL DYRK3 DYRK3-AS1 EEF1A1P44 EIF2D ELF3 ELF3-AS1 ELK4 ENSG00000212187 ENSG00000252692 ENSG00000285719 ENSG00000286383 ENSG00000288644 ERLNC1 ETNK2 FAM72A FCAMR FCMR FDPSP8 FLVCR1 FLVCR1-DT FMOD G0S2 GARIN4 GOLT1A GPR25 GPR37L1 HHAT HNRNPA1P59 HSD11B1 HSD11B1-AS1 HSPE1P6 IGFN1 IKBKE IKBKE-AS1 IL10 IL19 IL20 IL24 INAVA INTS7 IPO8P1 IPO9 IPO9-AS1 IRF6 KCNH1 KCNH1-IT1 KDM5B KIF14 KIF21B KISS1 KLHDC8A KLHL12 KRT8P29 LAD1 LAMB3 LARP7P1 LAX1 LEMD1 LEMD1-AS1 LEMD1-DT LGR6 LINC00303 LINC00467 LINC00538 LINC00628 LINC00862 LINC01221 LINC01222 LINC01353 LINC01696 LINC01698 LINC01717 LINC01735 LINC01740 LINC01774 LINC02608 LINC02767 LINC02769 LINC02771 LINC02773 LINC02775 LINC02789 LINC02942 LMOD1 LOC124904503 LPGAT1 LPGAT1-AS1 LRRN2 MAPKAPK2 MDM4 MFSD4A MGAT4EP MGAT4FP MIR1231 MIR135B MIR181A1 MIR181A1HG MIR181B1 MIR205 MIR205HG MIR29B2 MIR29B2CHG MIR29C MIR3122 MIR4260 MIR5191 MIR6739 MIR6740 MIR6769B MROH3P MYBPH MYOG NAV1 NEK2 NEK2-DT NENF NFASC NPM1P40 NR5A2 NSA2P1 NSL1 NTRAS NUAK2 NUCKS1 OPTC PACC1 PCAT6 PFKFB2 PHLDA3 PIGR PIK3C2B PKP1 PLEKHA6 PLXNA2 PM20D1 PM20D1-AS1 PPFIA4 PPP1R12B PPP1R15B PPP1R15B-AS1 PPP2R5A PRELID1P5 PRELP PROX1 PROX1-AS1 PTPN7 PTPRVP RAB29 RAB7B RABIF RASSF5 RBBP5 RCOR3 RD3 REN RFKP5 RHEX RN7SKP98 RN7SL344P RNA5SP534 RNA5SP74 RNA5SP75 RNPEP RNU2-19P RNU5A-8P RNU6-418P RNU6-487P RNU6-501P RNU6-570P RNU6-609P RNU6-704P RNU6-716P RNU6-778P RNU6-89P RPL10P4 RPL13AP11 RPL13AP8 RPL17P8 RPL21P19 RPL21P28 RPL22P4 RPL23AP16 RPL23AP18 RPL31P13 RPL34P6 RPL35AP5 RPL7AP20 RPS10P7 RPS26P13 RPS27P8 RPS6KC1 SERTAD4 SERTAD4-AS1 SHISA4 SLC25A39P1 SLC26A9 SLC30A1 SLC41A1 SLC45A3 SMYD2 SNORA16B SNORA70 SNORA70H SNORA72 SNORA77 SNRPE SNRPGP10 SNX25P1 SOX13 SPATA45 SRGAP2 ST13P19 SYT14 SYT2 SYT2-AS1 TATDN3 TFDP1P1 TIMM17A TMCC2 TMCC2-AS1 TMEM183A TMEM81 TMEM9 TNNI1 TNNT2 TRAF3IP3 TRAF5 TUBA5P UBE2T UTP25 VASH2 YOD1 ZBED6 ZC3H11A ZNF281 chr1q41 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr1q41 ABHD17AP3 ACTBP11 AIDA AURKAP1 BPNT1 BROX C1orf115 CAPN2 CAPN8 CCDC185 CENPF CICP13 DISP1 DUSP10 ENSG00000286421 EPRS1 ESRRG FAM177B GAPDHP24 GPATCH2 HDAC1P2 HHIPL2 HLX HLX-AS1 IARS2 KCNK2 KCTD3 KRT18P12 LINC00210 LINC01352 LINC01653 LINC01655 LINC01705 LINC01710 LINC02257 LINC02474 LINC02779 LINC02817 LINC02869 LOC124904666 LOC124904668 LYPLAL1 LYPLAL1-AS1 LYPLAL1-DT MARK1 MIA3 MIR194-1 MIR215 MIR664A MORF4L1P1 MRPS18BP1 MTARC1 MTARC2 NDUFB1P2 NXNP1 PHB1P11 PRELID3BP1 PTPN14 QRSL1P2 RAB3GAP2 RIMKLBP2 RN7SL464P RNA5SP76 RNU1-141P RNU4-57P RNU6-1248P RNU6-403P RNU6-791P RNU6ATAC35P RPL7AP81 RPLP0P5 RPS15AP12 RRP15 SLC30A10 SNORA36B SNRPEP10 SNX2P1 SPATA17 SPATA17-AS1 SUSD4 TAF1A TAF1A-AS1 TGFB2 TGFB2-AS1 TGFB2-OT1 TLR5 TP53BP2 UBBP2 UBE2V1P13 USH2A USH2A-AS1 USH2A-AS2 VDAC1P10 XRCC6P3 ZC3H11B chr1q42 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr1q42 ABCB10 ACBD3 ACBD3-AS1 ACTA1 AGT AKR1B1P1 ARF1 ARID4B ARV1 B3GALNT2 BTF3P9 BTNL10P C1orf131 C1orf198 C1orf35 CAPN9 CCSAP CDC42BPA CDKN2AIPNLP1 CIAO2AP2 CICP26 CICP5 CNIH3 CNIH3-AS1 CNIH3-AS2 CNIH4 COA6 COA6-AS1 COG2 COQ8A DEGS1 DISC1 DISC1-IT1 DNAH14 DNAJB6P6 DUSP5P1 EDARADD EGLN1 ENAH ENSG00000227496 ENSG00000228044 ENSG00000232628 ENSG00000233332 ENSG00000233461 ENSG00000237101 ENSG00000286071 ENSG00000286389 ENSG00000287259 EPHX1 ERO1B EXOC8 FAM133FP FAM89A FBXO28 FTH1P2 GALNT2 GGPS1 GJC2 GNG4 GNPAT GPR137B GTF2IP20 GUK1 H2AC25 H2BC26 H2BC27P H3-3A H3-3A-DT H3-4 HMGB1P26 HMGN2P19 IBA57 IBA57-DT IRF2BP2 ISCA1P2 ITPKB ITPKB-AS1 ITPKB-IT1 JMJD4 KCNK1 KIAA1191P3 LBR LDHAP2 LEFTY1 LEFTY2 LEFTY3P LIN9 LINC00184 LINC00582 LINC01132 LINC01348 LINC01354 LINC01641 LINC01682 LINC01703 LINC01736 LINC01737 LINC01744 LINC01745 LINC02765 LINC02768 LINC02809 LINC02813 LINC02814 LINC02815 LINC02961 LINC02971 LINC03081 LINC03108 LNCATV LOC124900421 LYST LYST-AS1 MAP10 MAP3K21 MIR1182 MIR1537 MIR320B2 MIR3620 MIR4427 MIR4666A MIR4671 MIR4742 MIR4753 MIR5008 MIR6741 MIR6742 MIXL1 MRPL55 MTCO3P46 MTCYBP14 MTND3P8 MTND4LP21 MTND4P10 MTND5P19 MTND6P14 NDUFA3P3 NID1 NTPCR NUCKS1P1 NUP133 NUP133-DT NVL OBSCN OBSCN-AS1 PARP1 PCNX2 PGBD5 PRSS38 PSEN2 PYCR2 RAB4A RAB4A-AS1 RAC1P7 RBM34 RHOU RN7SKP165 RN7SKP276 RN7SKP49 RN7SL299P RN7SL668P RN7SL837P RNA5S1 RNA5S10 RNA5S11 RNA5S12 RNA5S13 RNA5S14 RNA5S15 RNA5S16 RNA5S17 RNA5S2 RNA5S3 RNA5S4 RNA5S5 RNA5S6 RNA5S7 RNA5S8 RNA5S9 RNA5SP162 RNA5SP18 RNA5SP19 RNA5SP77 RNA5SP78 RNA5SP79 RNA5SP80 RNF187 RNU1-74P RNU2-70P RNU4-21P RNU4-77P RNU5A-5P RNU6-1008P RNU6-1211P RNU6-1304P RNU6-1319P RNU6-180P RNU6-968P RNY4P16 RPL23AP15 RPL23AP23 RPS21P1 RPS27P5 RPS3AP7 RPS7P3 SDE2 SEPTIN14P17 SEPTIN7P13 SIPA1L2 SLC35F3 SLC35F3-AS1 SNAP47 SNAP47-AS1 SNORA14B SNORA72 SNRPD2P2 SPRTN SRP9 STUM TAF5L TARBP1 TBCE TMEM63A TMEM78 TOMM20 TRIM11 TRIM17 TRIM67 TRIM67-AS1 TSNAX TSNAX-DISC1 TTC13 TUBB8P10 TUBB8P9 UBA5P1 URB2 WDR26 WNT3A WNT9A YBX1P9 ZNF678 ZNF847P chr1q43 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr1q43 ACTN2 ADH5P3 BECN2 CEP170 CFL1P4 CHML CHRM3 CHRM3-AS1 CHRM3-AS2 CICP21 ENO1P1 ENSG00000237250 ENSG00000286496 EXO1 FCF1P7 FH FMN2 GREM2 HEATR1 HNRNPA1P42 KMO KRT18P32 LGALS8 LGALS8-AS1 LINC01139 LINC01347 MAP1LC3C MIPEPP2 MIR3123 MIR4428 MIR4677 MT1HL1 MTCO1P38 MTCYBP15 MTND5P18 MTND6P15 MTR OPN3 PLD5 RFKP1 RGS7 RN7SKP12 RN7SKP195 RNU5F-8P RNU6-725P RNU6-747P RPL10AP5 RPL23AP20 RPL35P1 RPL36P6 RPL6P3 RPS7P5 RPSAP21 RSL24D1P4 RYR2 SDCCAG8 SEPTIN14P21 THAP12P8 TUBB8P6 WDR64 YWHAQP9 ZP4 chr1q44 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr1q44 ADSS2 AHCTF1 AHCYP8 AKT3 AKT3-IT1 C1orf100 CATSPERE CHCHD4P5 CLK3P2 CNST COX20 CYCSP5 DESI2 DNAJC19P8 DPY19L4P1 EFCAB2 ENSG00000236817 ENSG00000284188 FABP7P1 FGFR3P6 GCSAML HNRNPU HSD17B7P1 KIF26B KIF26B-AS1 KIF28P LINC01341 LINC01743 LINC02774 LINC02897 LOC105373273 LOC124904576 LYPD8 LYPD9P MIR3124 MIR3916 NLRP3 OR11L1 OR13G1 OR14A16 OR14A2 OR14C36 OR14I1 OR14K1 OR14L1P OR1C1 OR2AJ1 OR2AK2 OR2AS1P OR2AS2P OR2B11 OR2C3 OR2G2 OR2G3 OR2G6 OR2L13 OR2L1P OR2L2 OR2L3 OR2L5 OR2L6P OR2L8 OR2L9P OR2M1P OR2M2 OR2M3 OR2M4 OR2M5 OR2M7 OR2T1 OR2T10 OR2T11 OR2T12 OR2T2 OR2T27 OR2T29 OR2T3 OR2T32P OR2T33 OR2T34 OR2T35 OR2T4 OR2T5 OR2T6 OR2T7 OR2T8 OR2W3 OR2W5P OR2X1P OR3D1P OR6F1 OR6R1P OR9H1P PGBD2 RN7SKP55 RN7SL148P RNA5SP82 RNU1-132P RNU6-1089P RNU6-1205P RNU6-1283P RNU6-947P RNU6-999P RPL23AP25 RPL35AP6 RPL7AP82 SCCPDH SH3BP5L SMYD3 SMYD3-AS1 SMYD3-IT1 TFB2M TGIF2P1 TRIM58 VN1R17P VN1R5 ZBTB18 ZNF124 ZNF496 ZNF496-DT ZNF669 ZNF670 ZNF670-ZNF695 ZNF672 ZNF692 ZNF692-DT ZNF695 ZNF731P chr20p11 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr20p11 ABHD12 ACSS1 APMAP BETALINC1 BSNDP1 BSNDP2 BSNDP3 CD93 CFAP61 CFAP61-AS1 CFTRP1 CRNKL1 CST1 CST11 CST12P CST13P CST2 CST2P1 CST3 CST4 CST5 CST7 CST8 CST9 CST9L CST9LP1 CST9LP2 CSTL1 CSTP1 CSTP2 CYB5AP4 DTD1 DTD1-AS1 DUXAP7 DZANK1 EEF1A1P34 EIF4E2P1 ENSG00000204684 ENSG00000225280 ENSG00000230387 ENSG00000230725 ENSG00000283072 ENSG00000288974 ENTPD6 FAM182A FAM182B FOXA2 GAPDHP53 GCNT1P1 GGCTP2 GGTLC1 GINS1 GSTM3P1 GZF1 INSM1 KAT14 KIZ KIZ-AS1 KRT18P3 LCDR LINC00237 LINC00261 LINC00652 LINC00656 LINC00851 LINC01427 LINC01431 LINC01432 LINC01721 LINC01726 LINC01727 LINC01733 LINC01747 LINC02967 LINC03083 LLPHP1 LNCNEF MED28P7 MGME1 MIR3192 MIR663A MIR663AHG MRPS11P1 NAA20 NANP NAPB NCOR1P1 NINL NKX2-2 NKX2-2-AS1 NKX2-4 NXT1 NXT1-AS1 OVOL2 PAX1 PET117 POLR3F POM121L3P PPIAP2 PTMAP3 PYGB RALGAPA2 RBBP9 RIN2 RN7SKP140 RN7SKP74 RN7SL14P RN7SL594P RN7SL607P RN7SL638P RN7SL690P RNA5SP476 RNA5SP477 RNA5SP478 RNA5SP479 RNU1-23P RNU2-56P RNU6-1257P RNU6-192P RNU6ATAC17P RNU6ATAC34P RNU7-137P RPL12P12 RPL15P1 RPL17P1 RPL21P3 RPL24P2 RPL41P1 RPS15AP1 RPS19P1 SCP2D1 SCP2D1-AS1 SEC23B SLC24A3 SLC24A3-AS1 SLC25A6P1 SMIM26 SNORD17 SNX5 SSTR4 SYNDIG1 THBD VN1R108P VSX1 XRN2 ZNF133 ZNF133-AS1 ZNF337 ZNF337-AS1 ZNF877P chr20p12 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr20p12 AIMP1P1 ANKEF1 BANF2 BFSP1 BMP2 BTBD3 BTBD3-AS1 CASC20 CDS2 CHGB CRLS1 DSTN DYNLT3P1 EIF4EP1 ENSAP1 ENSG00000212517 ENSG00000232900 ENSG00000286546 ESF1 FAT1P1 FERMT1 FLRT3 GAPDHP2 GPCPD1 HAO1 HIGD1AP15 ISM1 ISM1-AS1 JAG1 KANK1P1 KIF16B LAMP5 LAMP5-AS1 LINC00654 LINC00658 LINC00687 LINC01428 LINC01706 LINC01713 LINC01722 LINC01723 LINC01729 LINC01751 LINC01752 LINC02871 LRRN4 MACROD2 MACROD2-AS1 MACROD2-IT1 MCM8 MCM8-AS1 MIR6870 MIR8062 MKKS NDUFAF5 OTOR PA2G4P2 PAK5 PARAL1 PCNA PCSK2 PGAM3P PHKBP1 PLCB1 PLCB1-IT1 PLCB4 PPIAP17 PROKR2 RN7SKP111 RN7SKP69 RN7SL498P RN7SL547P RN7SL864P RNA5-8SP7 RNA5SP475 RNF11P2 RNU1-131P RNU1-55P RNU105B RNU6-1159P RNU6-115P RNU6-228P RNU6-278P RNU6-27P RPL23AP6 RPL7AP13 RPLP0P1 RPS10P2 RPS11P1 RPS18P1 RPS27AP2 RPS3P1 RRBP1 SDAD1P2 SEL1L2 SHLD1 SLX4IP SNAP25 SNAP25-AS1 SNRPB2 SPTLC3 TARDBPP1 TASP1 TMEM230 TMX4 TMX4-AS1 TRMT6 UBE2D3P1 chr20p13 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr20p13 ACTG1P3 ADAM33 ADISSP ADRA1D ANGPT4 AP5S1 ATRN AVP C20orf141 C20orf202 C20orf96 CDC25B CENPB CKAP2LP1 CPXM1 CSNK2A1 DDRGK1 DEFB125 DEFB126 DEFB127 DEFB128 DEFB129 DEFB132 DNAAF9 EBF4 ENSG00000232528 FAM110A FASTKD5 FKBP1A FTLP3 GFRA4 GNRH2 HSPA12B IDH3B IDH3B-DT IDI1P3 ITPA LINC01433 LINC01730 LINC03086 LOC124904983 LZTS3 MAVS MIR103A2 MIR103B2 MIR1292 MIR6869 MRPS26 NOP56 NRSN2 NRSN2-AS1 NSFL1C OXT PANK2 PANK2-AS1 PCED1A PDYN PDYN-AS1 PRND PRNP PRNT PSMF1 PTPRA RAD21L1 RASSF2 RBCK1 RN7SL555P RN7SL561P RNA5SP474 RNF24 RNU6-1019P RNU6-917P RPL19P1 RPL21P2 RPL7AP12 RPL7P2 RPS10P5 RPS4XP2 RSPO4 SCRT2 SDCBP2 SDCBP2-AS1 SF3A3P1 SIGLEC1 SIRPA SIRPB1 SIRPB2 SIRPB3P SIRPD SIRPG SIRPG-AS1 SLC23A2 SLC4A11 SLC52A3 SMOX SNORA51 SNORD110 SNORD56 SNORD57 SNORD86 SNPH SNRPB SOX12 SPEF1 SRXN1 STK35 TBC1D20 TCF15 TGM3 TGM6 TMC2 TMEM239 TMEM74B TRIB3 UBE2V1P1 UBOX5 UBOX5-AS1 VPS16 ZCCHC3 ZNF343 chr20q11 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr20q11 AAR2 ABALON ACSS2 ACTL10 ACTR5 ADIG AGGF1P10 AHCY ANKRD20A21P ARHGAP40 ASIP ASXL1 BAK1P1 BCL2L1 BCL2L1-AS1 BLCAP BPI BPIFA1 BPIFA2 BPIFA3 BPIFA4P BPIFB1 BPIFB2 BPIFB3 BPIFB4 BPIFB5P BPIFB6 BPIFB9P C20orf144 C20orf173 C20orf203 CBFA2T2 CCM2L CDC27P3 CDC42P1 CDK5RAP1 CEP250 CEP250-AS1 CFTRP2 CFTRP3 CHMP4B CNBD2 COMMD7 COX4I2 COX7BP2 CPNE1 CTNNBL1 DEFB115 DEFB116 DEFB117 DEFB118 DEFB119 DEFB121 DEFB122 DEFB123 DEFB124 DHX35 DHX35-DT DKKL1P1 DLGAP4 DLGAP4-AS1 DNMT3B DSN1 DUSP15 DUX4L32 DUX4L33 DUX4L34 DUX4L35 DUX4L37 DYNLRB1 E2F1 EDEM2 EFCAB8 EIF2S2 EIF6 ENSG00000201151 ENSG00000204117 ENSG00000212134 ENSG00000260257 ENSG00000277301 EPB41L1 EPB41L1-AS1 ERGIC3 FAM242A FAM242B FAM83C FAM83C-AS1 FAM83D FDX1P1 FER1L4 FOXS1 FRG1BP FRG1CP FRG1DP FRG1EP FRG2EP GDF5 GDF5-AS1 GGT7 GHRH GLRXP1 GSS HAUS6P2 HCK HIGD1AP16 HM13 HM13-AS1 HM13-IT1 HMGB3P1 HMGB3P2 HNRNPA3P2 ID1 ITCH ITCH-AS1 ITCH-IT1 KIAA1755 KIF3B LBP LINC00028 LINC00489 LINC01597 LINC01746 LOC124904986 MANBAL MAP1LC3A MAPRE1 MCTS2 MIR1289-1 MIR1825 MIR3193 MIR4755 MIR499A MIR499B MIR548O2 MIR644A MLLT10P1 MMP24 MMP24OS MROH8 MT1P3 MYH7B MYL9 MYLK2 NCOA6 NDRG3 NECAB3 NFS1 NNAT NOL4L NOL4L-DT NORAD NPM1P19 PCMTD1P7 PDRG1 PHF20 PIGPP3 PIGU PLAGL2 POFUT1 PPIAP3 PPP1R16B PROCR PUDPP3 PXMP4 RAB5IF RALGAPB RALY RALY-AS1 RARRES2P11 RBL1 RBM12 RBM39 REM1 RN7SKP173 RN7SKP185 RN7SKP271 RN7SL116P RN7SL156P RN7SL237P RNA5SP480 RNA5SP481 RNA5SP482 RNA5SP483 RNA5SP528 RNA5SP532 RNU1-94P RNU4-40P RNU6-384P RNU6-407P RNU6-759P RNU6-937P ROMO1 RPF2P1 RPL12P3 RPL31P2 RPL31P3 RPL36P4 RPL37P1 RPL7AP14 RPN2 RPRD1B RPS27AP3 RPS2P1 RPS3AP3 RPS3P2 RSL24D1P6 SAMHD1 SCAND1 SLA2 SLC32A1 SNHG11 SNHG17 SNORA60 SNORA71 SNORA71A SNORA71B SNORA71C SNORA71D SNORA71E SNTA1 SOCS2P1 SOGA1 SPAG4 SRC SUN5 TGIF2 TGIF2-RAB5IF TGM2 TLDC2 TM9SF4 TP53INP2 TPM3P2 TPX2 TRPC4AP TSPY26P TTI1 TTLL9 UQCC1 VSTM2L XKR7 XPOTP1 ZNF285DP ZNF341 ZNF341-AS1 chr20q12 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr20q12 ADI1P1 ATG3P1 CHD6 EMILIN3 ENSG00000212224 ENSG00000229042 HSPE1P1 LINC01370 LINC01734 LPIN3 MAFB MIR6871 PLCG1 PLCG1-AS1 PTPRT-AS1 RN7SKP100 RN7SL615P RN7SL680P RNA5SP484 RNU2-52P RNU6-1018P RPL12P11 RPL23AP81 TOP1 ZHX3 chr20q13 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr20q13 ABHD16B ACOT8 ADA ADNP ADNP-AS1 ADRM1 ANKRD60 APCDD1L APCDD1L-DT ARF4P2 ARFGAP1 ARFGEF2 ARFRP1 ARPC3P1 ATP5F1E ATP9A AURKA B4GALT5 BCAS1 BCAS4 BHLHE23 BIRC7 BMP7 BMP7-AS1 C20orf181 C20orf204 C20orf85 CABLES2 CASS4 CBLN4 CCN5 CCNB1IP1P2 CD40 CDH22 CDH26 CDH4 CEBPB CEBPB-AS1 CHRNA4 CICP4 COL20A1 COL9A3 COX6CP2 CRMA CSE1L CSE1L-DT CSTF1 CTCFL CTSA CTSZ CYP24A1 DBNDD2 DDX27 DIDO1 DNAJC5 DNTTIP1 DOK5 DPH3P1 DPM1 EDN3 EEF1A2 EIF4EBP2P1 ELMO2 ENSG00000179253 ENSG00000203900 ENSG00000231119 ENSG00000235415 ENSG00000252193 ENSG00000267882 ENSG00000268858 ENSG00000273828 ENSG00000289548 ENSG00000290777 EPPIN EPPIN-WFDC6 ERP29P1 EYA2 EYA2-AS1 FAM209A FAM209B FAM210B FAM217B FITM2 FLJ16779 FNDC11 FTLP1 GAPDHP54 GATA5 GCNT7 GDAP1L1 GID8 GMEB2 GNAS GNAS-AS1 GTSF1L HAR1A HAR1B HELZ2 HMGB1P1 HNF4A HNF4A-AS1 HNRNPA1P3 HRH3 HSPD1P21 IFT52 JPH2 KCNB1 KCNG1 KCNK15 KCNK15-AS1 KCNQ2 KCNQ2-AS1 KCNS1 KRT18P4 L3MBTL1 LAMA5 LAMA5-AS1 LIME1 LINC00029 LINC00494 LINC00659 LINC00686 LINC01056 LINC01260 LINC01270 LINC01271 LINC01273 LINC01275 LINC01429 LINC01440 LINC01441 LINC01522 LINC01523 LINC01524 LINC01620 LINC01711 LINC01716 LINC01718 LINC01728 LINC01742 LINC01749 LINC01754 LINC02910 LINC02970 LINC03079 LKAAEAR1 LSM14B MATN4 MC3R MHENCR MIR1-1 MIR1-1HG MIR124-3 MIR1257 MIR1302-5 MIR133A2 MIR1914 MIR296 MIR298 MIR3194 MIR3195 MIR3196 MIR3616 MIR3617 MIR3646 MIR4325 MIR4326 MIR4533 MIR4756 MIR4758 MIR548AG2 MIR645 MIR646 MIR646HG MIR647 MIR6812 MIR6813 MIR941-1 MIR941-2 MIR941-3 MIR941-4 MIR941-5 MKRN7P MMP9 MOCS3 MRGBP MRPS16P2 MRPS33P4 MTCO2P1 MTG2 MTND1P9 MYBL2 MYT1 NCOA3 NCOA5 NDUFB4P10 NELFCD NEURL2 NFATC2 NKAIN4 NKILA NPBWR2 NPEPL1 NTSR1 OCSTAMP OGFR OGFR-AS1 OPRL1 OSBPL2 OSER1 OSER1-DT PABPC1L PARD6B PCIF1 PCK1 PCMTD2 PEDS1 PEDS1-UBE2V1 PELATON PFDN4 PGBD4P2 PHACTR3 PHACTR3-AS1 PI3 PIEZO1P1 PIEZO1P2 PIGT PKIG PLTP PMEPA1 PPDPF PPIAP10 PPIAP21 PPP1R3D PPP4R1L PRELID3B PREX1 PRPF6 PSMA7 PSMD10P1 PTGIS PTK6 PTMAP6 PTPN1 PTPRT PTPRT-DT R3HDML R3HDML-AS1 RAB22A RAE1 RBBP8NL RBM38 RBM38-AS1 RBPJL RGS19 RIMS4 RIPOR3 RIPOR3-AS1 RN7SKP184 RN7SKP33 RN7SL170P RN7SL197P RN7SL443P RN7SL636P RN7SL666P RN7SL672P RNA5SP485 RNA5SP486 RNA5SP487 RNF114 RNU1-134P RNU4ATAC7P RNU6-1146P RNU6-1251P RNU6-147P RNU6-347P RNU6-497P RNU6-563P RNU6-639P RNU6-743P RNU6-919P RNU6-929P RNU6-994P RNU6ATAC38P RNU7-141P RNU7-144P RNU7-14P RNU7-173P RNU7-6P RNU7-92P RPL12P4 RPL13P2 RPL17P48 RPL27AP RPL35AP RPL36P1 RPL36P2 RPL37AP1 RPL39P RPL39P39 RPL5P2 RPL7P3 RPS21 RPS21-DT RPS2P7 RPS4XP3 RPSAP1 RTEL1 RTEL1-TNFRSF6B RTF2 SALL4 SAMD10 SDC4 SEMG1 SEMG2 SERINC3 SGK2 SLC12A5 SLC12A5-AS1 SLC13A3 SLC17A9 SLC2A10 SLC2A4RG SLC35C2 SLC9A8 SLCO4A1 SLCO4A1-AS1 SLCO4A1-AS2 SLPI SNAI1 SNAP23P1 SNORD12 SNORD12B SNORD12C SNRPFP1 SNX21 SOX18 SPATA2 SPATA25 SPINT3 SPINT4 SPINT5P SPO11 SRMP1 SRMS SRSF6 SS18L1 STAU1 STK4 STK4-DT STMN3 STX16 STX16-NPEPL1 SULF2 SUMO1P1 SYCP2 SYS1 SYS1-DBNDD2 TAF4 TCEA2 TCFL5 TFAP2C TMSB4XP6 TNFRSF6B TNNC2 TOMM34 TOX2 TP53RK TP53RK-DT TP53TG5 TPD52L2 TRERNA1 TSHZ2 TTPAL TUBB1 UBE2C UBE2V1 UCKL1 UCKL1-AS1 VAPB WFDC10A WFDC10B WFDC11 WFDC12 WFDC13 WFDC2 WFDC3 WFDC5 WFDC6 WFDC8 WFDC9 YTHDF1 YWHAB ZBP1 ZBTB46 ZBTB46-AS1 ZBTB46-AS2 ZFAS1 ZFP64 ZGPAT ZMYND8 ZNF217 ZNF217-AS1 ZNF334 ZNF335 ZNF512B ZNF663P ZNF831 ZNF840P ZNFX1 ZSWIM1 ZSWIM3 chr21p11 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr21p11 BAGE2 CDRT15P8 CDRT15P9 CTBP2P10 CTBP2P9 CYCSP41 EIF3FP1 ENSG00000273590 ENSG00000276077 ENSG00000276289 ENSG00000277067 ENSG00000277277 ENSG00000278932 ENSG00000278961 IGHV1OR21-1 LINC01666 LINC01667 LOC124907114 MIR3648-1 MIR3648-2 MIR6724-1 MIR6724-2 MIR6724-3 MIR6724-4 MTCO1P1 NCOR1P4 RN7SL52P RNA5-8SN1 RNA5-8SN2 RNA5-8SN3 RPSAP68 SLC25A15P4 SNORA70 SNX18P10 SNX18P12 SOWAHCP2 TEKT4P2 TPTE VN1R7P chr21p12 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr21p12 ENSG00000274276 ENSG00000274333 ENSG00000274559 ENSG00000275464 ENSG00000275895 ENSG00000275993 ENSG00000276076 ENSG00000277117 ENSG00000278903 ENSG00000280018 ENSG00000280071 ENSG00000280191 ENSG00000280433 LINC01670 LOC102724701 hsa-mir-8069-1 chr21q11 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr21q11 ABCC13 ANKRD20A11P ANKRD20A18P ANKRD30BP1 ANKRD30BP2 BNIP3P43 CNN2P7 CXADRP1 CYP4F29P ERLEC1P1 FAM207CP FEM1AP1 FGF7P2 FRG2MP GAPDHP16 GRAMD4P1 GTF2IP2 GXYLT1P2 HSPA13 LINC01674 LINC02246 LIPI LONRF2P5 MIR3118-1 MIR3156-3 MIR8069 NF1P3 OR4K11P OR4K12P POLR2CP1 POTED PPP6R2P1 RBM11 RBMX2P1 RHOT1P2 RNA5SP488 RNU6-286P RNU6-614P RNU6-954P SAMSN1 SAMSN1-AS1 SNX18P13 SNX19P1 TERF1P1 VN1R8P ZNF114P1 ZNF355P chr21q21 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr21q21 ADAMTS1 ADAMTS5 APP APP-DT ATP5PF BACH1 BACH1-AS1 BACH1-IT2 BACH1-IT3 BTF3L4P1 BTG3 BTG3-AS1 C1QBPP1 C21orf91 C21orf91-OT1 CCT8 CHODL CHODL-AS1 CLDN17 CXADR CYCSP42 CYYR1 CYYR1-AS1 D21S2088E EEF1A1P1 EIF4A1P1 ENSG00000229425 ENSG00000288094 ENSG00000288578 FDPSP6 FDX1P2 GABPA GAPDHP14 GPX1P2 GRIK1 GRIK1-AS1 HSPD1P7 JAM2 KRT18P2 LINC00113 LINC00158 LINC00161 LINC00189 LINC00308 LINC00314 LINC00317 LINC00320 LINC01425 LINC01549 LINC01673 LINC01683 LINC01684 LINC01687 LINC01689 LINC01692 LINC01695 LINC01697 LINC02573 LINC02920 LLPHP2 LOC124905065 LTN1 MAP3K7CL MAPK6P2 MIR125B2 MIR155 MIR155HG MIR4759 MIR548X MIR548XHG MIR6130 MIR99A MIR99AHG MIRLET7C MRPL39 MSANTD2P1 N6AMT1 NCAM2 NCSTNP1 NEK4P1 NIPA2P3 NRIP1 PPIAP1 PPIAP22 RAD23BP3 RBPMSLP RN7SKP147 RN7SKP236 RN7SL163P RNA5SP489 RNGTTP1 RNU1-139P RNU1-98P RNU2-55P RNU4-45P RNU6-113P RNU6-123P RNU6-1326P RNU6-426P RNU6-772P RNU6-926P RPL10P1 RPL12P9 RPL13AP7 RPL23P2 RPL37P3 RPL37P4 RPL39P40 RPS26P5 RPS3AP1 RWDD2B SLC6A6P1 SNORD74B SREK1IP1P1 THUMPD1P1 TMPRSS15 TUBAP1 USP16 USP25 VDAC2P1 ZNF299P chr21q22 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr21q22 AATBC ABCG1 ADARB1 AGPAT3 AIRE ATP5MFP1 ATP5PO B3GALT5 B3GALT5-AS1 BACE2 BACE2-IT1 BNAT1 BRWD1 BRWD1-AS1 BRWD1-AS2 BRWD1-IT1 BTF3P6 C21orf140 C21orf58 C21orf62 C21orf62-AS1 C2CD2 CBR1 CBR1-AS1 CBR3 CBR3-AS1 CBS CFAP298 CFAP298-TCP10L CFAP410 CHAF1B CLDN14 CLDN14-AS1 CLDN8 CLIC6 COL18A1 COL18A1-AS1 COL18A1-AS2 COL6A1 COL6A2 COL6A2-DT CRYAA CRYZL1 CSTB DIP2A DIP2A-IT1 DNAJC28 DNMT3L DNMT3L-AS1 DONSON DOP1B DPRXP5 DSCAM DSCAM-AS1 DSCAM-IT1 DSCR10 DSCR4 DSCR4-IT1 DSCR8 DSCR9 DSTNP1 DYRK1A ENSG00000207503 ENSG00000232124 ENSG00000233393 ENSG00000238390 ENSG00000264452 ENSG00000266692 ENSG00000286224 ENSG00000287082 ENSG00000289448 ERG ERVH48-1 ETS2 ETS2-AS1 EVA1C EXOSC3P1 EZH2P1 FAM3B FBXW11P1 FRGCA FTCD FTCD-AS1 GART GATD3 GET1 GET1-SH3BGR H2AZP1 H2BC12L HEPFAL HLCS HLCS-AS1 HLCS-IT1 HMGN1 HMGN1P2 HSF2BP HUNK HUNK-AS1 ICOSLG IFNAR1 IFNAR2 IFNAR2-IL10RB IFNGR2 IGSF5 IL10RB IL10RB-DT IMMTP1 ITGB2 ITGB2-AS1 ITSN1 JCADP1 KCNE1 KCNE2 KCNJ15 KCNJ6 KCNJ6-AS1 KRTAP10-1 KRTAP10-10 KRTAP10-11 KRTAP10-12 KRTAP10-13P KRTAP10-2 KRTAP10-3 KRTAP10-4 KRTAP10-5 KRTAP10-6 KRTAP10-7 KRTAP10-8 KRTAP10-9 KRTAP11-1 KRTAP12-1 KRTAP12-2 KRTAP12-3 KRTAP12-4 KRTAP12-5P KRTAP13-1 KRTAP13-2 KRTAP13-3 KRTAP13-4 KRTAP13-5P KRTAP13-6P KRTAP15-1 KRTAP19-1 KRTAP19-10P KRTAP19-11P KRTAP19-2 KRTAP19-3 KRTAP19-4 KRTAP19-5 KRTAP19-6 KRTAP19-7 KRTAP19-8 KRTAP19-9P KRTAP20-1 KRTAP20-2 KRTAP20-3 KRTAP20-4 KRTAP21-1 KRTAP21-2 KRTAP21-3 KRTAP21-4P KRTAP22-1 KRTAP22-2 KRTAP23-1 KRTAP24-1 KRTAP25-1 KRTAP26-1 KRTAP27-1 KRTAP6-1 KRTAP6-2 KRTAP6-3 KRTAP7-1 KRTAP8-1 KRTAP8-2P KRTAP8-3P LCA5L LINC00111 LINC00112 LINC00114 LINC00159 LINC00160 LINC00163 LINC00165 LINC00205 LINC00307 LINC00310 LINC00313 LINC00315 LINC00316 LINC00319 LINC00322 LINC00323 LINC00334 LINC00479 LINC00649 LINC00945 LINC01423 LINC01424 LINC01426 LINC01436 LINC01547 LINC01548 LINC01668 LINC01671 LINC01678 LINC01679 LINC01690 LINC01694 LINC01700 LINC02575 LINC02940 LINC02943 LNCTSI LOC124900473 LOC124900475 LRRC3 LRRC3-DT LSS MCM3AP MCM3AP-AS1 MEMO1P1 METTL21AP1 MIR3197 MIR4327 MIR4760 MIR5692B MIR6070 MIR6501 MIR6508 MIR6814 MIR6815 MIR802 MIS18A MIS18A-AS1 MORC3 MRAP MRAP-AS1 MRPL20P1 MRPL51P2 MRPS6 MTCO1P3 MTCYBP21 MTND5P1 MTND6P21 MTRES1P2 MX1 MX1-AS1 MX2 MYL6P1 MYL6P2 NDUFV3 OLIG1 OLIG2 OR7E23P PAXBP1 PAXBP1-AS1 PCBP2P1 PCBP3 PCBP3-AS1 PCNT PCP4 PCSEAT PDE9A PDE9A-AS1 PDXK PFKL PICSAR PIGP PKNOX1 PLAC4 POFUT2 PPP1R2P2 PRDM15 PRMT2 PSMA6P3 PSMD4P1 PSMG1 PTTG1IP PWP2 RCAN1 RIMKLBP1 RIPK4 RIPPLY3 RN7SL678P RN7SL740P RNA5SP490 RNA5SP491 RNA5SP492 RNF6P1 RNU6-1149P RNU6-1150P RNU6-396P RNU6-696P RNU6-859P RNU6-992P RPL18AP2 RPL23AP12 RPL23AP3 RPL23AP4 RPL31P1 RPL34P3 RPL3P1 RPL8P2 RPS20P1 RPS26P4 RPS5P2 RPS5P3 RPS9P1 RPSAP64 RRP1 RRP1B RSPH1 RSPH1-DT RUNX1 RUNX1-AS1 S100B SCAF4 SETD4 SETD4-AS1 SH3BGR SIK1 SIM2 SLC19A1 SLC37A1 SLC5A3 SLX9 SMIM11 SMIM34 SNORA62 SNORA70 SNORA80A SNRPGP13 SOD1 SOD1-DT SON SPATA20P1 SPATC1L SRSF9P1 SSR4P1 SUMO3 SYNJ1 TCP10L TFF1 TFF2 TFF3 TIAM1 TIAM1-AS1 TIMM9P2 TMEM50B TMEM97P1 TMPRSS2 TMPRSS3 TPT1P1 TRAPPC10 TRPM2 TRPM2-AS TSPEAR TSPEAR-AS1 TSPEAR-AS2 TTC3 TTC3-AS1 U2AF1 UBASH3A UBE2G2 UBE3AP2 UMODL1 UMODL1-AS1 URB1 URB1-AS1 USF1P1 VPS26C WDR4 YBEY YRDCP3 ZBTB21 ZNF295-AS1 chr22q11 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr22q11 ABCD1P4 ABHD17AP4 ABHD17AP5 ACTR3BP6 ADA2 ADORA2A ADORA2A-AS1 AIFM3 ANKRD62P1 ANKRD62P1-PARP4P3 ARHGAP42P3 ARL2BPP10 ARL5AP4 ARVCF ASH2LP1 ASH2LP2 ASH2LP3 ASLP1 ATP6V1E1 BCL2L13 BCR BCRP1 BCRP2 BCRP3 BCRP4 BCRP5 BCRP6 BCRP7 BCRP8 BID BMP6P1 BMS1P20 BMS1P22 BNIP3P2 C22orf15 C22orf39 CA15P1 CA15P2 CABIN1 CCDC116 CCDC188 CCDC188BP CCDC74BP1 CCT8L2 CDC45 CECR2 CECR3 CECR7 CECR9 CELSR1P1 CES5AP1 CHCHD10 CHEK2P4 CLCP1 CLDN5 CLTCL1 COMT CRIP1P4 CRKL CRYBB2 CRYBB2P1 CRYBB3 DDT DDTL DERL3 DGCR11 DGCR2 DGCR5 DGCR6 DGCR6L DGCR8 DNAJA1P6 DRICH1 DUXAP8 E2F6P1 E2F6P2 E2F6P3 ENSG00000199783 ENSG00000236754 ENSG00000274625 ENSG00000282012 ENSG00000284294 ESS2 FABP5P11 FAM230A FAM230B FAM230D FAM230E FAM230F FAM230G FAM230H FAM230I FAM230J FAM246A FAM246B FAM246C FAM247A FAM247B FAM32BP FBXW4P1 GAB4 GGT1 GGT2P GGT3P GGT5 GGTLC2 GGTLC3 GGTLC4P GGTLC5P GNAZ GNB1L GP1BB GPM6BP3 GRAMD4P2 GSC2 GSTT2 GSTT2B GSTT3P GSTT4 GUCD1 GUSBP11 HDHD5 HDHD5-AS1 HIC2 HIRA HSFY1P1 IGKV1OR22-1 IGKV1OR22-5 IGKV2OR22-3 IGKV2OR22-4 IGKV3OR22-2 IGLC1 IGLC2 IGLC3 IGLC4 IGLC5 IGLC6 IGLC7 IGLJ1 IGLJ2 IGLJ3 IGLJ4 IGLJ5 IGLJ6 IGLJ7 IGLL1 IGLL3P IGLL4P IGLL5 IGLV1-36 IGLV1-40 IGLV1-41 IGLV1-44 IGLV1-47 IGLV1-50 IGLV1-51 IGLV1-62 IGLV10-54 IGLV10-67 IGLV11-55 IGLV2-11 IGLV2-14 IGLV2-18 IGLV2-23 IGLV2-28 IGLV2-33 IGLV2-34 IGLV2-5 IGLV2-8 IGLV3-1 IGLV3-10 IGLV3-12 IGLV3-13 IGLV3-15 IGLV3-16 IGLV3-17 IGLV3-19 IGLV3-2 IGLV3-21 IGLV3-22 IGLV3-24 IGLV3-25 IGLV3-26 IGLV3-27 IGLV3-29 IGLV3-30 IGLV3-31 IGLV3-32 IGLV3-4 IGLV3-6 IGLV3-7 IGLV3-9 IGLV4-3 IGLV4-60 IGLV4-69 IGLV5-37 IGLV5-45 IGLV5-48 IGLV5-52 IGLV6-57 IGLV7-35 IGLV7-43 IGLV7-46 IGLV8-61 IGLV9-49 IGLVI-20 IGLVI-38 IGLVI-42 IGLVI-56 IGLVI-63 IGLVI-68 IGLVI-70 IGLVIV-53 IGLVIV-59 IGLVIV-64 IGLVIV-65 IGLVIV-66-1 IGLVIVOR22-1 IGLVV-58 IGLVV-66 IGLVVI-22-1 IGLVVI-25-1 IGLVVII-41-1 IL17RA KCNMB3P1 KIAA1671 KIAA1671-AS1 KLHL22 KRT18P5 KRT18P62 LHFPL7 LINC00528 LINC00895 LINC00896 LINC01311 LINC01634 LINC01637 LINC01651 LINC01659 LINC01664 LINC01665 LINC02556 LINC02557 LINC02891 LL22NC03-63E9.3 LOC100652871 LOC124905168 LOC124905169 LOC124905170 LOC124905172 LRP5L LRRC74B LRRC75B LZTR1 MAPK1 MED15 MED15P7 MICAL3 MIF MIF-AS1 MIR1286 MIR1306 MIR130B MIR185 MIR301B MIR3198-1 MIR3618 MIR4761 MIR5571 MIR648 MIR649 MIR650 MIR6816 MIR6817 MMP11 MRPL40 MTND1P17 NBEAP3 NEK2P2 NF1P6 OR11H1 P2RX6 P2RX6P PABPC1P9 PARP4P3 PCAT14 PEX26 PI4KA PI4KAP1 PI4KAP2 PIWIL3 POM121L10P POM121L15P POM121L1P POM121L4P POM121L7P POM121L8P POM121L9P POTEH POTEH-AS1 PPIL2 PPM1F PPM1F-AS1 PPP1R26P2 PPP1R26P3 PPP1R26P4 PPP1R26P5 PRAME PRAMENP PRODH PRODHLP PSLNR RAB36 RANBP1 RGL4 RHEBP3 RIMBP3 RIMBP3B RIMBP3C RN7SKP131 RN7SKP221 RN7SKP63 RN7SL168P RN7SL263P RN7SL268P RN7SL280P RN7SL812P RN7SL843P RNA5SP493 RNU6-225P RNU6-816P RNY1P9 RPL31P62 RPL32P5 RPL7AP70 RSPH14 RTL10 RTN4R SCARF2 SDF2L1 SEPTIN5 SERPIND1 SGSM1 SLC25A1 SLC25A15P5 SLC25A18 SLC2A11 SLC7A4 SLC9A3P2 SLC9B1P4 SMARCB1 SMPD4P1 SNAP29 SNORA77B SNRPD3 SOCS2P2 SPECC1L SPECC1L-ADORA2A SUSD2 SUSD2P2 TANGO2 TBX1 THAP7 THAP7-AS1 TMEM121B TMEM191A TMEM191B TMEM191C TOMM40P2 TOP3B TOP3BP1 TPTEP1 TRMT2A TSSK1A TSSK2 TUBA3FP TUBA3GP TUBA8 TXNRD2 UBE2L3 UFD1 UFD1-AS1 UPB1 USP18 USP41 VN1R9P VPREB1 VPREB3 VWFP1 XKR3 YDJC YME1L1P1 YPEL1 ZDHHC8 ZDHHC8BP ZNF280A ZNF280B ZNF402P ZNF70 ZNF72BP ZNF74 chr22q12 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr22q12 AP1B1 AP1B1P1 AP1B1P2 APOL1 APOL2 APOL3 APOL4 APOL5 APOL6 ASCC2 ASPHD2 BPIFC C1QTNF6 C22orf31 C22orf42 CABP7 CABP7-DT CACNG2 CACNG2-DT CASTOR1 CCDC117 CCDC157 CHEK2 CNN2P1 CPMER CPSF1P1 CRYBA4 CRYBB1 CSF2RB CSF2RBP1 DEPDC5 DRG1 DUSP18 EIF3D EIF4ENIF1 EIF4HP2 EMID1 ENSG00000181123 ENSG00000225676 ENSG00000230736 EWSR1 FBXO7 FOXRED2 GAL3ST1 GAS2L1 GRK3 GRK3-AS1 H2AZP6 HMGB1P10 HMGXB4 HMOX1 HORMAD2 HORMAD2-AS1 HPS4 HSCB IFT27 IGLCOR22-1 IGLCOR22-2 IGLVIVOR22-2 IL2RB INPP5J ISCA2P1 ISX KCTD17 KREMEN1 LARGE-AS1 LARGE-IT1 LARGE1 LARGE1-AS1 LIF LIF-AS1 LIF-AS2 LIMK2 LINC01399 LINC01422 LINC01521 LINC01638 LINC01640 LINC01643 LINC02554 LINC02558 LINC02559 LINC02885 LL22NC01-81G9.3 MB MCM5 MIAT MIATNB MIR3199-1 MIR3199-2 MIR3200 MIR3909 MIR3928 MIR4764 MIR548J MIR5739 MIR6069 MIR6818 MIR6819 MIR7109 MN1 MORC2 MORC2-AS1 MPST MRPS16P3 MTATP6P20 MTCO1P20 MTCO2P20 MTCO3P20 MTCYBP34 MTFP1 MTMR3 MTND1P10 MYH9 MYH9-DT MYO18B MYO18B-AS1 NCF4 NCF4-AS1 NDUFA9P1 NEFH NF2 NIPSNAP1 OSBP2 OSM PATZ1 PES1 PIK3IP1 PIK3IP1-DT PISD PITPNB PLA2G3 PRR14L PVALB RASD2 RASL10A RBFOX2 RFPL1 RFPL1S RFPL2 RFPL3 RFPL3S RFPL4AP6 RGL4P1 RHBDD3 RN7SKP169 RN7SKP214 RN7SL162P RN7SL20P RN7SL305P RN7SL633P RN7SL757P RNA5SP494 RNA5SP495 RNA5SP496 RNA5SP497 RNF185 RNF185-AS1 RNF215 RNU6-1066P RNU6-1128P RNU6-1219P RNU6-201P RNU6-28P RNU6-331P RNU6-338P RNU6-564P RNU6-810P RNU7-167P RPEP4 RPL13AP26 RPL15P22 RPL36P17 RPS15AP38 RPS3AP51 RTCB SDC4P SEC14L2 SEC14L3 SEC14L4 SEC14L6 SELENOM SEZ6L SEZ6L-AS1 SF3A1 SFI1 SIRPAP1 SLC35E4 SLC5A1 SLC5A4 SLC5A4-AS1 SMTN SNORA50B SNORD125 SNORD42 SRRD SYN3 SYN3-AS1 TBC1D10A TCN2 TEX33 TFIP11 TFIP11-DT THOC5 TIMP3 TMPRSS6 TOM1 TPST2 TST TTC28 TTC28-AS1 TUG1 TXN2 UQCR10 XBP1 YES1P1 YWHAH YWHAH-AS1 ZMAT5 ZNRF3 ZNRF3-AS1 ZNRF3-IT1 chr22q13 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr22q13 A4GALT ACO2 ACR ACTBP15 ADM2 ADSL ALG12 ANKRD54 ANP32BP2 APOBEC3A APOBEC3B APOBEC3B-AS1 APOBEC3C APOBEC3D APOBEC3F APOBEC3G APOBEC3H ARFGAP3 ARHGAP8 ARSA ATF4 ATP5MGL ATXN10 BAIAP2L2 BIK BRD1 C22orf23 C22orf46P CACNA1I CARD10 CBX6 CBX7 CBY1 CCDC134 CDC42EP1 CDPF1 CELSR1 CENPM CERK CHADL CHKB CHKB-CPT1B CHKB-DT COX5BP7 COX6B1P3 CPT1B CRELD2 CSDC2 CSNK1E CYB5R3 CYP2D6 CYP2D7 CYP2D8P CYTH4 DDX17 DENND6B DESI1 DMC1 DNAJB7 DNAL4 EFCAB6 EFCAB6-AS1 EFCAB6-DT EIF3L ELFN2 ENSG00000224715 ENSG00000225929 ENSG00000230922 ENSG00000235154 ENSG00000260613 ENSG00000273145 ENSG00000280424 ENSG00000281732 ENSG00000285722 ENSG00000287225 ENSG00000289963 ENSG00000290922 ENTHD1 EP300 EP300-AS1 EPIC1 FAM118A FAM136EP FAM227A FAM83F FBLN1 FUNDC2P4 GALR3 GAPDHP37 GCAT GGA1 GOLGA2P4 GRAMD4 GRAP2 GTPBP1 GTSE1 GTSE1-DT H1-0 HDAC10 HMGN2P10 HMGN2P9 IL17REL JOSD1 JTBP1 KCNJ4 KDELR3 KIAA0930 KLHDC7B KLHDC7B-DT KRT18P23 L3MBTL2 L3MBTL2-AS1 LGALS1 LGALS2 LINC00207 LINC00229 LINC00898 LINC00899 LINC01310 LINC01315 LINC01589 LINC01639 LINC01644 LINC01656 LINC02925 LINC02939 LMF2 LRRC37A14P MAFF MAPK11 MAPK12 MAPK8IP2 MCAT MCHR1 MEI1 MFNG MGAT3 MGAT3-AS1 MICALL1 MIEF1 MIOX MIR1249 MIR1281 MIR3201 MIR33A MIR3619 MIR3667 MIR3667HG MIR378I MIR4534 MIR4535 MIR4762 MIR4763 MIR4766 MIR658 MIR659 MIR6820 MIR6821 MIR6889 MIRLET7A3 MIRLET7B MIRLET7BHG MIURF MLC1 MOV10L1 MPPED1 MRPS18CP6 MRTFA MRTFA-AS1 MTFR2P2 NAGA NCAPH2 NDUFA6 NDUFA6-DT NFAM1 NHIP NOL12 NPTXR NUP50 NUP50-DT ODF3B OGFRP1 OLA1P1 PACSIN2 PANX2 PARVB PARVG PDGFB PDXP PDXP-DT PHETA2 PHF21B PHF5A PICK1 PIM3 PKDREJ PLA2G6 PLXNB2 PMM1 PNPLA3 PNPLA5 POLDIP3 POLR2F POLR3H PPARA PPP6R2 PRDX3P1 PRR34 PRR34-AS1 PRR5 PRR5-ARHGAP8 RABL2B RAC2 RANGAP1 RBX1 RFKP4 RIBC2 RN7SKP210 RN7SKP252 RN7SKP80 RN7SL385P RN7SL704P RNU12 RNU6-1161P RNU6-375P RNU6-379P RNU6-409P RNU6-476P RNU6-495P RNU6-513P RNU6-900P RNU6ATAC22P RPL23AP7 RPL23AP82 RPL3 RPL35AP36 RPL35P8 RPL4P6 RPL5P34 RPL5P35 RPL6P28 RPL7P52 RPS19BP1 RPS29P31 RRP7A RRP7BP RTL6 SAMM50 SBF1 SCO2 SCUBE1 SCUBE1-AS1 SCUBE1-AS2 SELENOO SELENOO-AS1 SEPTIN3 SERHL SERHL2 SGSM3 SGSM3-AS1 SH3BP1 SHANK3 SHISA8 SHISAL1 SLC16A8 SLC25A17 SLC25A5P1 SMC1B SMDT1 SMIM45 SNORD13P1 SNORD43 SNORD83A SNORD83B SNU13 SOX10 SREBF2 SREBF2-AS1 SSTR3 ST13 SULT4A1 SUN2 SYCE3 SYNGR1 TAB1 TAFA5 TBC1D22A TBC1D22A-AS1 TBC1D22A-DT TCF20 TEF TMA7B TMEM184B TMEM184B-AS1 TNFRSF13C TNRC6B TNRC6B-DT TOB2 TOMM22 TOMM22-DT TPTEP2 TPTEP2-CSNK1E TRABD TRABD-AS1 TRIOBP TRMU TRNT1P2 TSPO TTC38 TTLL1 TTLL1-AS1 TTLL12 TTLL8 TUBGCP6 TYMP UPK3A UQCRFS1P1 WBP2NL WNT7B XPNPEP3 XRCC6 ZBED4 ZC3H7B chr2p11 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr2p11 ABCD1P5 ACTR3BP2 ANAPC1P1 ANAPC1P2 ANAPC1P3 ANAPC1P4 ANAPC1P5 ANKRD36BP2 ATOH8 C2orf68 CAPG CD8A CD8B CENPNP1 CHEK2P3 CHMP3 CHMP3-AS1 CRLF3P3 CYTOR DBF4P3 DNAH6 DRD5P1 DUXAP1 EIF2AK3 EIF2AK3-DT ELMOD3 ENSG00000204745 ENSG00000225420 ENSG00000290846 FABP1 FOXI3 FUNDC2P2 GGCX GGT8P GNLY GPR160P1 IGKC IGKJ1 IGKJ2 IGKJ3 IGKJ4 IGKJ5 IGKV1-12 IGKV1-13 IGKV1-16 IGKV1-17 IGKV1-22 IGKV1-27 IGKV1-32 IGKV1-33 IGKV1-35 IGKV1-37 IGKV1-39 IGKV1-5 IGKV1-6 IGKV1-8 IGKV1-9 IGKV1D-12 IGKV1D-13 IGKV1D-16 IGKV1D-17 IGKV1D-22 IGKV1D-27 IGKV1D-32 IGKV1D-33 IGKV1D-35 IGKV1D-37 IGKV1D-39 IGKV1D-42 IGKV1D-43 IGKV1D-8 IGKV1OR2-1 IGKV1OR2-118 IGKV1OR2-2 IGKV2-10 IGKV2-14 IGKV2-18 IGKV2-19 IGKV2-23 IGKV2-24 IGKV2-26 IGKV2-28 IGKV2-29 IGKV2-30 IGKV2-36 IGKV2-38 IGKV2-4 IGKV2-40 IGKV2D-10 IGKV2D-14 IGKV2D-18 IGKV2D-19 IGKV2D-23 IGKV2D-24 IGKV2D-26 IGKV2D-28 IGKV2D-29 IGKV2D-30 IGKV2D-36 IGKV2D-38 IGKV2D-40 IGKV3-11 IGKV3-15 IGKV3-20 IGKV3-25 IGKV3-31 IGKV3-34 IGKV3-7 IGKV3D-11 IGKV3D-15 IGKV3D-20 IGKV3D-25 IGKV3D-31 IGKV3D-34 IGKV3D-7 IGKV3OR2-268 IGKV4-1 IGKV5-2 IGKV6-21 IGKV6D-21 IGKV6D-41 IGKV7-3 IGSF3P2 IMMT KCMF1 KDM3A KMT2CP4 KMT2CP5 KMT5AP2 KRCC1 LDHAP7 LINC01809 LINC01943 LINC01955 LINC01964 LOC124900517 LSM3P3 LSP1P4 LSP1P5 MALLP2 MAT2A MIR4435-1 MIR4436A MIR4771-1 MIR4779 MIR4780 MIR6071 MRPL35 MRPL45P1 MTATP8P2 NCAL1 NDUFB4P5 NDUFB4P7 NKAIN1P2 PABPC1P6 PAFAH1B1P1 PARTICL PEBP1P2 PGBD4P5 PLGLB1 PLGLB2 POLR1A PTCD3 REEP1 RETSAT RGPD1 RGPD2 RMND5A RN7SKP83 RN7SL113P RN7SL126P RN7SL251P RNA5SP100 RNF103 RNF103-CHMP3 RNF181 RNU1-38P RNU2-63P RNU6-1007P RNU6-1168P RNU6-1312P RNU6-640P RNU6-674P RPIA RPL12P18 RPL37P10 RPL38P6 RPS14P5 RPS2P17 RPSAP22 SFTPB SH2D6 SLC9B1P2 SMYD1 SNORD94 SNRPEP11 ST3GAL5 ST3GAL5-AS1 ST6GALNAC2P1 SUCLG1 TCF7L1 TCF7L1-IT1 TEX37 TGOLN2 THNSL2 TMEM150A TMSB10 TRABD2A USP39 VAMP5 VAMP8 WBP1P1 WBP1P2 chr2p12 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr2p12 ANKRD11P1 CHMP4AP1 CTNNA2 CTNNA2-AS1 CYCSP6 DHFRP3 ENSG00000229494 ENSG00000238410 ENSG00000270571 EVA1A EVA1A-AS GAPDHP57 GCFC2 GNA13P1 HK2 HK2-DT LINC01291 LINC01293 LINC01815 LINC01851 LOC124906195 LRRTM1 LRRTM4 LRRTM4-AS1 LYARP1 MIR4264 MIR5000 MIR8080 MRPL19 MTCYBP7 MTND4P25 MTND5P27 MTND6P7 PNPP1 POLE4 RBM7P1 RBX1P1 REG1A REG1B REG1CP REG3A REG3G RN7SKP164 RN7SKP203 RN7SL201P RNA5SP98 RNA5SP99 RNU6-561P RNU6-685P RNU6-812P RNU6-827P RPL38P2 SUCLA2P2 SUPT4H1P1 TACR1 USP21P2 chr2p13 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr2p13 AAK1 ACTG2 ADD2 ALMS1 ALMS1-IT1 ALMS1P1 ANKRD53 ANTXR1 ANXA4 APLF ARHGAP25 ASPRV1 ATP6V1B1 ATP6V1B1-AS1 AUP1 B3GALNT1P1 BMP10 BOLA3 BOLA3-DT BRD7P6 C2orf42 C2orf78 C2orf81 CCDC142 CCT7 CD207 CLEC4F CYP26B1 DCTN1 DCTN1-AS1 DGUOK DGUOK-AS1 DOK1 DQX1 DUSP11 DYSF EGR4 ELOCP21 EMX1 ENSG00000212378 ENSG00000286244 ENSG00000287435 ENSG00000287687 EXOC6B FAM136A FBXO41 FBXO48 FIGLA FNBP1P1 GFPT1 GKN1 GKN2 GKN3P GMCL1 HMGA1P8 HMGN2P21 HTRA2 INO80B INO80B-WBP1 KRT18P26 LBX2 LBX2-AS1 LINC01143 LINC01816 LINC01888 LINC01890 LOXL3 M1AP MCEE MIR1285-2 MIR3126 MOB1A MOB4P1 MOGS MPHOSPH10 MRPL36P1 MRPL53 MTHFD2 MXD1 NAGK NAT8 NAT8B NECAP1P2 NFU1 NOTO OR7E46P OR7E62P OR7E91P PAIP2B PCBP1 PCBP1-AS1 PCGF1 PCYOX1 PRADC1 PROKR1 RAB11FIP5 RN7SL160P RN7SL470P RN7SL604P RNA5SP96 RNA5SP97 RNU2-39P RNU6-105P RNU6-111P RNU6-1216P RNU6-542P RPL23AP92 RPL36AP16 RPL39P15 RPS15AP13 RPS20P10 RPS28P5 RPSAP28 RTKN SEMA4F SFXN5 SLC4A5 SMANTIS SMYD5 SNORA36C SNRNP27 SNRPG SPR STAMBP TAF13P2 TET3 TEX261 TGFA TGFA-IT1 TIA1 TLX2 TOR1BP1 TPRKB TTC31 TVP23BP2 VAX2 WBP1 WDR4P2 WDR54 ZNF638 chr2p14 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr2p14 ACTR2 AFTPH AFTPH-DT C1D CEP68 CNRIP1 DNAAF10 DNAJB12P1 DNMT3AP1 ENSG00000234255 ENSG00000238012 ENSG00000289156 ETAA1 FBXL12P1 KRT18P33 LGALSL LGALSL-DT LINC00309 LINC01628 LINC01797 LINC01798 LINC01799 LINC01800 LINC01805 LINC01812 LINC01828 LINC01829 LINC01873 LINC02245 LINC02576 LINC02579 LINC02831 LINC02934 LINC03050 MEIS1 MEIS1-AS2 MEIS1-AS3 MIR4433A MIR4433B MIR4434 MIR4778 PELI1 PLEK PNO1 PPIAP64 PPP3R1 RAB1A RN7SL211P RN7SL341P RN7SL635P RNU6-100P RNU6-548P RPL11P1 RPL23AP37 RPS10P9 RPS15AP15 SERTAD2 SLC1A4 SNORA74 SPRED2 VDAC2P5 VPS54 VTRNA2-2P chr2p15 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr2p15 AHSA2P B3GNT2 BNIP3P45 C2orf74 C2orf74-AS1 C2orf74-DT CCT4 COMMD1 CSP1 DBIL5P2 EHBP1 EHBP1-AS1 FAM161A HNRNPA1P66 MDH1 MIR5192 MTFR2P1 OTX1 PEX13 PRELID1P6 PSAT1P2 PUS10 RN7SL18P RN7SL51P RNU6-1145P RPL21P37 RPL27P5 RPL27P6 RPL31P30 RPL37P13 RPS20P9 RPS24P7 RPS29P10 RPS4XP5 RPSAP26 RSL24D1P2 SANBR SNORA70B TMEM17 UGP2 USP34 USP34-DT WDPCP XPO1 chr2p16 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr2p16 ACTG1P22 ACYP2 ASB3 ATP1B3P1 BCL11A BTF3P5 C2orf73 CCDC12P1 CCDC85A CCDC88A CDPF1P1 CFAP36 CHAC2 CLHC1 CRTC1P1 CRYGGP CTBP2P5 EFEMP1 EIF2S2P7 EIF3FP3 ELOBP3 EML6 EML6-AS1 ENSG00000212168 ENSG00000212175 ENSG00000231918 ENSG00000233230 ENSG00000233251 ENSG00000251942 ERLEC1 FANCL FBXO11 FOXN2 FSHR FTH1P6 GGCTP3 GPR75 GTF2A1L HMGB1P31 IFITM3P9 KCNK12 KNOP1P3 LHCGR LINC01122 LINC01793 LINC01795 LINC01813 LINC01867 MIR216A MIR216B MIR217 MIR217HG MIR3682 MIR4431 MIR4432 MIR4432HG MIR548BA MIR8485 MSH2-OT1 MSH6 MTCO1P42 MTIF2 NME2P2 NONOP2 NRXN1 PAPOLG PNPT1 PPIAP62 PPIAP63 PPP1R21 PPP1R21-DT PPP4R3B PPP4R3B-DT PRORSD1P PSME4 RBISP5 REL REL-DT RN7SKP208 RN7SKP224 RN7SL361P RN7SL632P RNA5SP93 RNA5SP94 RNA5SP95 RNU1-32P RNU4-49P RNU4-51P RNU6-221P RNU6-282P RNU6-433P RNU6-439P RNU6-508P RNU6-612P RNU6-634P RNU6-775P RNU6-997P RNU7-172P RNU7-81P RPL21P30 RPL21P33 RPL23AP32 RPL26P13 RPL36AP15 RPL7P13 RPS12P3 RPS27A RPS27AP7 RTN4 SNORA75 SPTBN1 SPTBN1-AS1 SPTBN1-AS2 STON1 STON1-GTF2A1L TPT1P11 TSPYL6 VN1R18P VRK2 ZNF863P chr2p21 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr2p21 ABCG5 ABCG8 ATP6V1E2 BCYRN1 C1GALT1C1L CALM2 CAMKMT CHORDC1P1 COX7A2L CRIPT DYNC2LI1 EML4 EML4-AS1 ENSG00000221300 EPAS1 EPCAM EPCAM-DT FTOP1 HAAO KCNG3 KRTCAP2P1 LDHAP3 LINC01118 LINC01119 LINC01121 LINC01126 LINC01819 LINC01820 LINC01833 LINC01913 LINC01914 LINC02580 LINC02583 LINC02898 LRPPRC MCFD2 MIR559 MSH2 MTA3 OXER1 PDSS1P2 PIGF PKDCC PLEKHH2 PPM1B PPM1B-DT PREPL PRKCE PRKCE-AS1 RHOQ RHOQ-AS1 RN7SKP119 RN7SKP66 RN7SL414P RN7SL455P RN7SL531P RN7SL817P RNU4-63P RNU6-1048P RNU6-137P RNU6-242P RNU6-566P RNU6-958P RPL12P19 RPL26P15 RPL36AP14 RPS12P4 RPS13P3 SIX2 SIX3 SIX3-AS1 SLC3A1 SOCS5 SRBD1 STPG4 THADA TMEM247 TTC7A VDAC1P13 ZFP36L2 chr2p22 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr2p22 AK2P2 ARHGEF33 ARL14EPP1 ASS1P2 ATL2 ATP6V0E1P3 BIRC6 BIRC6-AS1 BIRC6-AS2 CDC42EP3 CDC42EP3-AS1 CDKL4 CEBPZ CEBPZOS CRIM1 CRIM1-DT CYP1B1 CYP1B1-AS1 DDX50P1 DHX57 DPY30 EIF2AK2 ENSG00000236854 ENSG00000237320 ENSG00000269210 ENSG00000287255 ENSG00000287313 FAM98A FEZ2 GALM GAPDHP25 GEMIN6 GPATCH11 H2ACP2 HEATR5B HNRNPA1P57 HNRNPA1P61 HNRNPLL HSPE1P13 KRT18P52 LINC00486 LINC01318 LINC01320 LINC01794 LINC01883 LINC01946 LINC02613 LINC03063 LTBP1 MAP4K3 MAP4K3-DT MEMO1 MIR4430 MIR4765 MIR548AD MIR558 MORN2 MRPL50P1 MYADML NDUFAF7 NLRC4 NPLP1 PIRAT1 PRKD3 PRKD3-DT QPCT RACK1P2 RASGRP3 RMDN2 RMDN2-AS1 RN7SL602P RN7SL96P RNA5SP91 RNA5SP92 RNU6-1116P RNU6-1117P RNU6-198P RNU6-577P RNU6-647P RNU6-851P RNU6-939P RNU6-951P RPL21P36 RPL31P16 RPL7P12 RPLP0P6 SLC25A5P2 SLC30A6 SLC30A6-DT SLC8A1 SLC8A1-AS1 SMIM7P1 SOS1 SOS1-IT1 SPAST SRSF7 STRN SULT6B1 THUMPD2 TMEM178A TTC27 TTC39DP VIT YIPF4 chr2p23 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr2p23 ABHD1 ADCY3 ADGRF3 AGBL5 AGBL5-AS1 AGBL5-IT1 ALK ARNILA ASXL2 ATAD2B ATRAID BABAM2 C2orf16 CAD CAPN13 CAPN14 CCDC121 CDKN2AIPNLP2 CENPA CENPO CGREF1 CIB4 CLIP4 DNAJC27 DNAJC27-AS1 DNAJC5G DNMT3A DPYSL5 DRC1 DTNB DTNB-AS1 EFR3B EHD3 EIF2B4 EMILIN1 EMP2P1 ENSG00000206731 ENSG00000251805 FAM133EP FAM166C FAM228A FAM228B FKBP1B FNDC4 FOSL2 FOSL2-AS1 FTH1P3 GALNT14 GAREM2 GCKR GPN1 GTF3C2 GTF3C2-AS1 GTF3C2-AS2 H3P5 HADHA HADHB HMGN2P20 IFT172 ITSN2 KCNK3 KHK KIF3C KRTCAP3 LBH LCLAT1 LINC01381 LINC01460 LINC01936 MAPRE3 MAPRE3-AS1 MFSD2B MIR1301 MIR4263 MPV17 MRPL33 MYG1P1 NCOA1 NDUFB4P4 NRBP1 OST4 OTOF PCARE PFN4 PGAM1P6 PLB1 POMC PPIL1P1 PPM1G PPP1CB PPP1CB-DT PREB PRR30 PTGES3P2 PTRHD1 RAB10 RBKS RN7SL516P RN7SL610P RN7SL856P RNA5SP88 RNA5SP89 RNA5SP90 RNU6-370P RNU6-936P RNU6-942P RNU6-986P RPL21P70 RPL23AP34 RPL36AP13 RPL37P11 RPS13P4 RPS13P5 RPS2P15 SDHCP3 SELENOI SF3B6 SLC30A3 SLC35F6 SLC4A1AP SLC5A6 SMARCE1P6 SNORA10B SNORD53 SNORD53B SNORD92 SNRPGP7 SNX17 SPDYA SRD5A2 SUCLA2P3 SUPT7L TCF23 TMEM214 TOGARAM2 TP53I3 TPM3P7 TRIM54 TRMT112P6 TRMT61B UBXN2A UCN UQCRHP2 WDCP WDR43 XDH YPEL5 ZNF512 ZNF513 chr2p24 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr2p24 APOB CISD1P1 CYRIA DDX1 DRG1P1 ENSG00000212455 ENSG00000225649 ENSG00000238371 ENSG00000289856 GACAT3 GDF7 GEN1 HS1BP3 HS1BP3-IT1 KCNS3 KLHL29 LAPTM4A LAPTM4A-DT LDAH LINC00276 LINC00954 LINC01376 LINC01804 LINC01808 LINC01822 LINC01830 LINC01866 LINC01884 LINC02850 LINC02923 LRATD1 MATN3 MIR3125 MIR3681 MIR4757 MSGN1 MYCN MYCNOS MYCNUT NBAS NDUFAF2P1 NT5C1B NT5C1B-RDH14 NUTF2P8 OSR1 PSMC1P10 PUM2 RAD51AP2 RDH14 RHOB RN7SKP168 RN7SKP27 RN7SL104P RN7SL117P RN7SL140P RNA5SP86 RNA5SP87 RNU5E-7P RNU6-1215P RNU6-1288P RNU6-843P RNU6-961P RNU7-113P RPLP1P5 RPS16P2 RPS25P3 RPS26P18 SDC1 SLC7A15P SMC6 TDRD15 TRIB2 TTC32 TTC32-DT VSNL1 WDR35 WDR35-DT ZFYVE9P2 chr2p25 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr2p25 ACP1 ADAM17 ADI1 AIDAP1 ALKAL2 ALLC ASAP2 ATP6V1C2 C2orf50 CDK8P1 CMPK2 COLEC11 CPSF3 CYS1 DCDC2C E2F6 EIF1P7 EIPR1 EIPR1-IT1 ENSG00000206647 ENSG00000206898 ENSG00000223884 ENSG00000226506 ENSG00000228496 ENSG00000229727 ENSG00000233633 ENSG00000236106 ENSG00000237720 ENSG00000285569 ENSG00000285872 ENSG00000287126 ENSG00000287305 FAM110C GAPDHP48 GRASLND GREB1 GRHL1 HMGB1P25 HPCAL1 IAH1 ID2 ID2-AS1 ITGB1BP1 KCNF1 KIDINS220 KLF11 LINC00298 LINC00299 LINC00487 LINC00570 LINC01115 LINC01247 LINC01248 LINC01249 LINC01250 LINC01304 LINC01810 LINC01814 LINC01824 LINC01865 LINC01871 LINC01874 LINC01875 LINC01939 LINC01954 LINC02973 LINC03037 LPIN1 MBOAT2 MIR3681HG MIR4261 MIR4262 MIR4429 MIR548S MIR7158 MIR7515 MIR7515HG MYT1L MYT1L-AS1 NOL10 NPM1P48 NRIR NTSR2 ODC1 ODC1-DT PDIA6 PIK3CDP1 PPIAP60 PXDN RN7SKP112 RN7SL66P RN7SL674P RN7SL832P RNA5SP84 RNASEH1 RNASEH1-DT RNF144A RNU2-13P RNU4-73P RNU6-1081P RNU6-649P RNU6ATAC37P RNU7-138P RNU7-176P ROCK2 RPL30P3 RPL6P4 RPS7 RRM2 RSAD2 SH3YL1 SILC1 SLC66A3 SNORA80B SNRPEP5 SNTG2 SNTG2-AS1 SOX11 TAF1B TMEM18 TMEM18-DT TMSB4XP2 TPO TRAPPC12 TRAPPC12-AS1 YWHAQ chr2q11 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr2q11 ACTR1B ADRA2B AFF3 ANKRD20A8P ANKRD23 ANKRD33BP1 ANKRD36 ANKRD36B ANKRD36C ANKRD39 APPAT AQP7B ARID5A ARPP19P2 ASTL ATP5F1BP1 BBIP1P1 BMS1P23 C2orf15 C2orf92 CHST10 CIAO1 CNGA3 CNN2P11 CNN2P8 CNNM3 CNNM3-DT CNNM4 CNOT11 COA5 COX5B CRACDL CREG2 CYCSP7 CYP4F32P DUSP2 EIF5B ENSG00000235480 ENSG00000286101 ENSG00000286737 ENSG00000290941 ENSG00000291025 FABP7P2 FAHD2A FAHD2B FAHD2CP FAM178B FAM95A FER1L5 GPAT2 GPAT2P1 GPAT2P2 GXYLT1P7 HMGN1P36 HMGN2P22 IGKV1OR2-11 IGKV1OR2-3 IGKV1OR2-6 IGKV1OR2-9 IGKV2OR2-1 IGKV2OR2-10 IGKV2OR2-2 IGKV2OR2-7 IGKV2OR2-7D IGKV2OR2-8 IGKV3OR2-5 IL1R1 IL1R2 INPP4A ITPRIPL1 KANSL3 KCNIP3 LINC00342 LINC01104 LINC01127 LINC01849 LINC01868 LINC01870 LINC02611 LINC03052 LIPT1 LMAN2L LONRF2 LYG1 LYG2 MAL MAP4K4 MGAT4A MIR3127 MIR5696 MITD1 MRPL30 MRPS5 MTCO1P48 MTCO3P45 NANOGNBP1 NCAPH NEURL3 NMS NPAS2 NPAS2-AS1 OR7E102P PDCL3 PRCPP1 PROM2 RALBP1P2 REV1 RFX8 RN7SL210P RN7SL313P RN7SL575P RNA5SP101 RNF149 RNU4-84P RNU4-8P RNU6-1320P RNU7-46P RNU7-96P RPL31 RPS24P6 RPS6P3 SEMA4C SLC2AXP1 SMC3P1 SNORD89 SNRNP200 SNX18P14 SOWAHCP5 STARD7 STARD7-AS1 TBC1D8 TBC1D8-AS1 TEKT4 TMEM127 TMEM131 TRIM43 TRIM43B TRIM43CP TRIM51JP TRIM64FP TSGA10 TXNDC9 UBTFL3 UBTFL5 UBTFL6 UNC50 VWA3B YWHAQP5 ZAP70 ZNF2 ZNF514 ZNF892 chr2q12 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr2q12 ACTP1 AHCYP3 ANAPC1P6 C2orf49 C2orf49-DT CAPZBP1 CD8B2 CRLF3P1 ECRG4 EEF1A1P12 ENSG00000228528 ENSG00000230690 ENSG00000236109 FAM183DP FHL2 GACAT1 GCC2 GCC2-AS1 GMCL1P2 GPR45 HMGB3P11 IL18R1 IL18RAP IL1R1-AS1 IL1RL1 IL1RL2 ILRUNP1 LIMS1 LIMS1-AS1 LINC01102 LINC01103 LINC01114 LINC01159 LINC01593 LINC01594 LINC01789 LINC01796 LINC01831 LINC01885 LINC01886 LINC01918 LINC01935 LINC01965 LINC02946 MFSD9 MIR4772 MRPS9 MRPS9-AS1 MRPS9-AS2 NCK2 PANTR1 PLGLA POU3F3 PPP1R2P5 RGPD3 RGPD4 RGPD4-AS1 RPL22P10 RPL22P8 RPL23AP27 RPL27AP4 RPS21P2 SDR42E1P5 SETD6P1 SLC5A7 SLC9A2 SLC9A4 SMIM12P1 SNORA72 SRSF3P4 SRSF3P5 ST6GAL2 ST6GAL2-IT1 SULT1C2 SULT1C2P2 SULT1C3 SULT1C4 SULT1C5P TGFBRAP1 TMEM182 UXS1 WASF1P1 chr2q13 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr2q13 ACOXL ACOXL-AS1 ACTR1AP1 ANAPC1 BCL2L11 BMS1P19 BUB1 CCDC138 CENPNP2 DBF4P2 EDAR EEF1E1P1 ENSG00000282033 ENSG00000290732 FBLN7 GPAA1P1 GPAA1P2 LIMS3 LIMS4 LINC01106 LINC01123 MALL MALLP1 MERTK MIR4265 MIR4266 MIR4267 MIR4435-2 MIR4435-2HG MIR4436B1 MIR4436B2 MIR4771-2 MTLN NPHP1 PAFAH1B1P2 RANBP2 RGPD5 RGPD6 RN7SL297P RPL10P5 RPL22P11 RPL22P12 RPL34P8 RPL37P12 RPL39P16 RPL5P9 RPS14P4 RTRAFP1 SEPTIN10 SH3RF3 SH3RF3-AS1 SLC30A6P1 SNRPGP9 SOCAR SOWAHC SRSF3P6 TMEM87B ZBTB45P1 ZBTB45P2 chr2q14 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr2q14 ACRP1 ACTR3 ACTR3-AS1 AMMECR1L BIN1 C1QL2 C2orf76 CCDC93 CDK8P2 CFAP221 CHCHD5 CKAP2L CLASP1 CLASP1-AS1 CNTNAP5 CNTNAP5-DT CYP27C1 DBI DDX11L2 DDX18 DPP10 DPP10-AS1 DPP10-AS2 DPP10-AS3 DYNLT3P2 ELOAP1 EN1 ENSG00000238207 ENSG00000271709 ENSG00000286776 ENSG00000287937 ENSG00000289035 EPB41L5 ERCC3 FAM138B FOXD4L1 GLI2 GPR17 GYPC HMGN2P23 HS6ST1 HTR5BP IGKV1OR2-108 IL1A IL1B IL1F10 IL1RN IL36A IL36B IL36G IL36RN IL37 INHBB INSIG2 ISCA1P6 IWS1 LIMS2 LINC01101 LINC01191 LINC01823 LINC01826 LINC01889 LINC01941 LINC01956 LINC01961 LINC02936 LINC02966 LOC124906194 MAP3K2 MAP3K2-DT MARCO MIR1302-3 MIR4782 MIR4783 MTATP6P26 MTCO1P43 MTCO3P43 MTCYBP39 MTND1P28 MTND2P21 MTND3P10 MTND4LP14 MTND4P26 MTND5P22 MTND5P28 MYO7B NDUFB4P6 NIFK NIFK-AS1 NIFKP9 NPM1P32 NT5DC4 PAX8 PAX8-AS1 PGM5P4 PGM5P4-AS1 POLR1B POLR2D POLR2DP1 PROC PSD4 PSMD14P1 PTPN4 RABL2A RALB RGPD8 RN7SKP102 RN7SL111P RN7SL468P RNA5SP102 RNA5SP103 RNU2-41P RNU4-48P RNU4ATAC RNU6-1147P RNU6-1180P RNU6-259P RNU6-395P RNU6-675P RNU6-744P RNU7-182P RNU7-190P RNY4P7 RPL12P15 RPL14P6 RPL17P15 RPL21P34 RPL23AP7 RPL27P7 RPS17P7 RPS26P19 RPSAP23 SAP130 SCTR SCTR-AS1 SEPHS1P7 SFT2D3 SLC20A1 SLC20A1-DT SLC35F5 SLC6A14P3 SNRPA1P1 SRMP3 STEAP3 STEAP3-AS1 TEX51 TFCP2L1 THORLNC TMEM177 TMEM185B TMEM37 TSN TTL UGGT1 VINAC1P WASH2P WBP11P2 WDR33 XIAPP3 YWHAZP2 ZC3H6 ZC3H8 ZFP91P1 ZNG1B chr2q21 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr2q21 ACMSD AMER3 ANKRD30BL ARHGAP42P1 ARHGAP42P2 ARHGEF4 ARHGEF4-AS1 BNIP3P46 C2orf27A CCDC115 CCDC74A CCDC74B CCNT2 CCNT2-AS1 CDC27P1 CDRT15P3 CDRT15P4 CFC1 CFC1B CYCSP8 CYP4F27P CYP4F30P CYP4F62P DARS1 DARS1-AS1 EDDM3CP ENSG00000281516 ENSG00000290654 FAM168B FAM201B FAR2P1 FAR2P2 FAR2P3 FAR2P4 G3BP1P1 GNAQP1 GPR148 GPR39 GRAMD4P8 IMP4 KLF2P1 KLF2P2 KLF2P3 KLF2P4 LCT LCT-AS1 LINC01087 LINC01120 LINC01854 LINC01856 LINC01945 LINC02572 LYPD1 MANEALP1 MAP3K19 MCM6 MED15P3 MED15P4 MED15P5 MED15P8 MED15P9 MGAT5 MIR128-1 MIR3679 MIR4784 MIR5590 MIR663B MTATP6P4 MTATP6P7 MTCO1P18 MTCO1P7 MTCO2P18 MTCO2P7 MTCO3P18 MTCO3P7 MTCYBP10 MTCYBP8 MTND1P26 MTND1P29 MTND2P18 MTND2P22 MTND3P15 MTND3P18 MTND4P21 MTND4P27 MTND5P23 MTND5P29 MTND6P10 MTND6P8 MZT2A MZT2B NBEAP2 NCKAP5 NCKAP5-AS1 NCKAP5-AS2 NCKAP5-IT1 NEK2P4 NF1P8 NOC2LP1 NOC2LP2 PLAC9P1 PLEKHB2 POTEE POTEF POTEF-AS1 POTEI POTEJ POTEKP PPIAP65 PRSS40A PRSS40B PTPN18 R3HDM1 RAB3GAP1 RAB6C RAB6C-AS1 RAB6D RHOQP2 RHOQP3 RN7SKP103 RN7SKP154 RN7SKP93 RNA5-8SP5 RNA5SP104 RNU6-1049P RNU6-1132P RNU6-127P RNU6-175P RNU6-473P RNU6-512P RNU6-579P RNU6-617P RNU6-848P RPL19P4 RPL22P7 SMIM39 SMPD4 SMPD4BP SNORA40B SSBP3P2 TEKT4P3 TMEM163 TOMM40P4 TUBA3D TUBA3E UBXN4 VDAC2P4 YBX1P7 ZNF285CP ZRANB3 chr2q22 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr2q22 ACVR2A AHCYP4 ARHGAP15 ARHGAP15-AS1 COPRSP1 CXCR4 ENSG00000232377 GTDC1 HNMT HNRNPKP2 IDI1P1 KYNU LINC01412 LINC01832 LINC01853 LINC01911 LINC01966 LINC02631 LINC02993 LRP1B LRRC57P1 METAP2P1 MIR7157 MRPS18BP2 MTATP6P5 MTCO1P44 MTCO2P5 MTCO3P5 MTCYBP11 MTND1P27 MTND2P19 MTND3P9 MTND4LP12 MTND4P22 MTND5P24 MTND6P11 NXPH2 OTX2P2 PABPC1P2 RN7SKP141 RN7SKP286 RN7SL283P RNA5SP105 RNA5SP106 RNF14P1 RNU6-1275P RNU6-692P RNU6-715P RNU6-904P RNU7-2P RPL15P5 RPL17P12 RPL6P5 RPL9P13 RPS16P3 RRN3P4 SFXN4P1 SGCEP1 SMC4P1 SNORA72 SPOPL SPOPL-DT TEX41 THSD7B UBBP1 UBE2V1P14 YWHAEP5 YY1P2 ZEB2 ZEB2-AS1 chr2q23 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr2q23 ARL5A ARL6IP6 ATP5PBP4 CACNB4 DNAJA1P2 ENSG00000200377 ENSG00000212181 ENSG00000286081 EPC2 FABP5P10 FAM8A3P FMNL2 GALNT13 KIF5C KIF5C-AS1 LINC01817 LINC01818 LINC01850 LINC01920 LINC01931 LINC02612 LYPD6 LYPD6B MBD5 MIR4773-1 MIR4773-2 MMADHC MMADHC-DT NEB NMI NUDCP1 ORC4 PRPF40A RBM43 RIF1 RN7SL124P RND3 RNU2-9P RNU6-601P RPL17P13 RPL23AP29 RPL30P2 RPRM RPS20P13 RPS29P8 STAM2 TNFAIP6 TUBAP13 TXNP5 UBBP3 UBQLN4P2 USP12P2 USP8P2 chr2q24 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr2q24 ACVR1 ACVR1C AHCTF1P1 ATP5F1AP2 B3GALT1 B3GALT1-AS1 BAZ2B BAZ2B-AS1 BTF3L4P2 CAPZA1P2 CBX3P6 CCDC148 CCDC148-AS1 CD302 CDK7P1 CERS6 CERS6-AS1 COBLL1 CSRNP3 CTAGE14P CYP2C56P CYTIP DAPL1 DPP4 DPP4-DT EIF3EP2 ENSG00000224675 ENSG00000238570 ENSG00000286679 ERMN FAM133DP FAP FIGN GALNT3 GALNT5 GCA GCG GPD2 GRB14 GSTM3P2 HEBP2P1 HNRNPDLP2 IFIH1 ITGB6 KCNH7 KCNH7-AS1 KCNJ3 KRT18P46 LINC01806 LINC01876 LINC01958 LINC02478 LY75 LY75-CD302 MAPRE1P3 MARCHF7 MIR4774 MIR4785 MIR6888 MTA3P1 MTCO1P45 MTCYBP9 MTND2P20 MTND4P28 MTND5P30 MTND6P9 MXRA7P1 NOSTRIN NR4A2 OR7E28P OR7E89P OR7E90P PHB1P4 PHF5AP5 PKP4 PKP4-AS1 PLA2R1 PRPS1P1 PSMD14 PSMD14-DT PTP4A1P1 RBMS1 RN7SKP152 RN7SKP281 RN7SL393P RN7SL423P RN7SL813P RNA5SP107 RNA5SP108 RNA5SP109 RNA5SP110 RNA5SP111 RNU2-21P RNU6-1001P RNU6-436P RNU6-546P RNU6-580P RNU6-627P RNU6-766P RNU6-932P RNU7-148P RPEP5 RPL7AP22 RPL7P61 RPLP0P7 RPS3AP13 SCN1A SCN1A-AS1 SCN2A SCN3A SCN7A SCN9A SLC38A11 SLC4A10 SNORA70F STK39 TANC1 TANK TANK-AS1 TBR1 TIMM8AP1 TTC21B TTC21B-AS1 UPP2 WDSUB1 XIRP2 XIRP2-AS1 chr2q31 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr2q31 ABCB11 AGPS ALDH7A1P2 API5P2 ATF2 ATP5MC3 BBS5 CBY1P1 CCDC141 CDCA7 CERKL CFAP210 CHN1 CHRNA1 CHROMR CIR1 CWC22 CYB5AP2 CYBRD1 CYCTP DAP3P2 DCAF17 DHRS9 DLX1 DLX2 DLX2-DT DNAJC19P5 DYNC1I2 EIF2S2P4 ENSG00000206961 ENSG00000213963 ENSG00000226681 ENSG00000238295 ENSG00000239041 ENSG00000280636 ENSG00000286557 ERICH2 ERICH2-DT EVX2 EXTL2P1 FASTKD1 FKBP7 FTH1P20 FUCA1P1 G6PC2 GAD1 GORASP2 GPR155 GPR155-DT H3P6 H3P7 HAGLR HAGLROS HAT1 HMGB1P4 HNRNPA1P39 HNRNPA3 HOXD-AS2 HOXD1 HOXD10 HOXD11 HOXD12 HOXD13 HOXD3 HOXD4 HOXD8 HOXD9 ITGA4 ITGA6 ITGA6-AS1 ITPRID2 ITPRID2-DT JPT1P1 KLHL23 KLHL41 KRT18P29 KRT8P40 LINC01116 LINC01117 LINC01124 LINC01305 LINC01934 LINC01960 LNPK LRP2 LRRC2P1 MAP3K20 MAP3K20-AS1 METAP1D METTL5 METTL8 MIR10B MIR1246 MIR1258 MIR3128 MIR4437 MIR4444-1 MIR6512 MIR7704 MIR933 MTX2 MYO3B MYO3B-AS1 NEUROD1 NFE2L2 NRAL NSA2P5 NUDCP2 OLA1 OSBPL6 PDE11A PDE11A-AS1 PDK1 PDK1-AS1 PHOSPHO2 PJVK PLEKHA3 PPIAP66 PPIAP67 PPIG PPP1R1C PRKRA PTCHD3P2 RAD52P1 RAPGEF4 RAPGEF4-AS1 RBM45 RN7SL65P RNA5SP112 RNA5SP113 RNU5E-9P RNU6-1006P RNU6-1290P RNU6-182P RNU6-187P RNU6-5P RNU6-629P RNU6-763P RNU6ATAC14P RNU6ATAC19P RNU7-104P RPA3P1 RPL21P31 RPL21P38 RPL27AP3 RPL29P8 RPL5P7 RPS15AP14 RPS15P4 RPS26P20 RPS2P18 RPS6P2 RPSAP24 RPSAP25 SAP18P2 SCHLAP1 SCRN3 SDHDP5 SESTD1 SLC25A12 SP3 SP5 SP9 SPC25 SSB STUB1P1 TLK1 TTC30A TTC30B TTN TTN-AS1 TXNL4AP1 UBE2E3 UBE2E3-DT UBE2V1P6 UBR3 WIPF1 ZNF385B chr2q32 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr2q32 AHCYP5 ANKAR ASDURF ASNSD1 C2orf88 CACYBPP2 CALCRL CALCRL-AS1 CAVIN2 CAVIN2-AS1 COL3A1 COL5A2 DIRC1 DNAH7 DNAJB1P1 DNAJC10 DNAJC17P1 DPRXP1 DUSP19 E2F3P2 ELF2P4 ENSG00000225884 ENSG00000252517 ENSG00000283839 FAM171B FRZB FSIP2 FSIP2-AS1 FSIP2-AS2 GAPDHP59 GLS GLULP6 GULP1 HECW2 HECW2-AS1 HIBCH HMGB1P27 HNRNPA1P47 HNRNPCP2 IMPDH1P7 INPP1 ITGAV KDM3AP1 KRT18P19 KRT8P10 LIN28AP1 LINC01090 LINC01473 LINC01790 LINC01821 LINC01825 LINC01827 LOC124900475 LOC124900518 MED28P3 MFSD6 MIR1245A MIR1245B MIR3129 MIR3606 MIR548AE1 MIR561 MSTN MYO1B MYO1B-AS1 NAB1 NABP1 NCKAP1 NEMP2 NEMP2-DT NUP35 ORMDL1 OSGEPL1 OSGEPL1-AS1 PCGEM1 PDE1A PMS1 RAB1AP1 RN7SKP179 RN7SKP42 RN7SL267P RN7SL820P RNA5SP114 RNF11P1 RNU6-1045P RNU6-1122P RNU6-169P RNU6-915P RNU6-959P RNU6-989P RPL21P32 RPL23AP33 RPL23AP35 RPL31P15 RPS17P8 SEC61GP1 SLC39A10 SLC40A1 SLC44A3P1 ST13P2 STAT1 STAT4 STAT4-AS1 STK17B TERF1P6 TFPI TMEFF2 WDR75 ZC3H15 ZNF804A ZSWIM2 chr2q33 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr2q33 ABI2 ACER2P1 ADAM23 ALS2 ANKRD44 ANKRD44-AS1 ANKRD44-DT ANKRD44-IT1 AOX1 AOX2P AOX3P AOX3P-AOX2P ATP5MC2P3 ATP5POP1 BICD1P1 BMPR2 BOLL BZW1 BZW1-AS1 C2CD6 C2orf66 C2orf69 C2orf80 CARF CASP10 CASP8 CCDC150 CCNYL1 CD28 CDK15 CFLAR CFLAR-AS1 CLK1 CMKLR2 CMKLR2-AS COQ10B CPO CREB1 CRYGA CRYGB CRYGC CRYGD CRYGEP CTLA4 CYP20A1 DAZAP2P1 DSTNP5 DYTN EEF1B2 ENO1P4 ENSG00000202059 ENSG00000202434 ENSG00000237843 ENSG00000252923 ENSG00000287524 ENSG00000289422 FAM117B FAM237A FASTKD2 FLACC1 FTCDNL1 FZD5 FZD7 GCSHP3 GTF3C3 H3P8 HMGN1P6 HNRNPA1P35 HNRNPA1P51 HNRNPA3P15 HSPD1 HSPE1 HSPE1-MOB4 HYCC2 ICA1L ICOS IMPDH1P10 INO80D INO80D-AS1 KCTD18 KIAA2012 KIAA2012-AS1 KLF7 KLF7-IT1 KRT18P39 KRT8P15 KRT8P52 LINC01792 LINC01802 LINC01857 LINC01877 LINC01923 LINC03097 MAIP1 MARS2 MDH1B METTL21A MIR1302-4 MIR2355 MIR3130-1 MIR3130-2 MIR4775 MIR7845 MOB4 MPP4 MRPL50P2 MTATP6P16 MTATP6P17 MTCO1P17 MTCO1P54 MTCO2P16 MTCO2P17 MTCO3P16 MTCO3P17 MTND3P16 MTND3P17 MTND4LP13 MTND4LP16 MTND4LP17 MTND4P23 MTND4P29 MTND4P30 MTND5P25 MTND5P31 MYOSLID NBEAL1 NDUFB3 NDUFS1 NIF3L1 NOP58 NPM1P33 NPM1P46 NRP2 NRP2-AS1 ORC2 PARD3B PGAP1 PIMREGP1 PLCL1 PLEKHM3 PPIAP68 PPIL3 PPP1R14BP2 PSMA2P3 RAPH1 RFTN2 RN7SKP178 RN7SKP200 RN7SKP260 RN7SL40P RN7SL670P RN7SL717P RN7SL753P RNA5SP115 RNA5SP116 RNU1-133P RNU6-1029P RNU6-1206P RNU6-312P RNU6-31P RNU6-360P RNU6-440P RNU6-474P RNU6-651P RNU6-664P RNU6-762P RNU7-147P RNU7-45P RNY4P34 RPL12P16 RPL12P17 RPL13AP12 RPL17P10 RPL23AP30 RPL23AP36 RPL27P8 RPL38P5 RPL39P14 RPL4P7 RPL7P14 RPL9P14 RPS29P9 RPS2P16 SATB2 SATB2-AS1 SCYL2P1 SEPHS1P6 SF3B1 SGO2 SNORA41 SNORD11 SNORD11B SNORD51 SNORD70 SNORD70B SPATS2L STRADB SUMO1 TMEM237 TRAK2 TYW5 UBE2V1P11 VPS26CP1 WDR12 ZDBF2 chr2q34 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr2q34 ACADL ARPC1BP1 CPS1 CPS1-IT1 CRYGFP ERBB4 H3P9 HSPA8P6 IDH1 IDH1-AS1 IKZF2 KANSL1L KANSL1L-AS1 LANCL1 LANCL1-AS1 LINC01878 LINC01953 MAP2 MEAF6P1 MIR4438 MIR4776-1 MIR4776-2 MIR548F2 MTCO1P46 MTND2P23 MYL1 MYL6BP1 PCED1CP PIKFYVE PKP4P1 PTH2R RNA5SP117 RNA5SP118 RNA5SP119 RPE RPL5P8 RPL6P6 RPS27P10 RPSAP27 SNAI1P1 SPAG16 SPAG16-DT TPT1P2 UNC80 VWC2L chr2q35 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr2q35 AAMP ABCA12 ABCB6 ANKZF1 ARPC2 ASIC4 ASIC4-AS1 ATG9A ATIC BARD1 BCS1L CATIP CATIP-AS1 CATIP-AS2 CDK5R2 CDK5R2-AS1 CFAP65 CHPF CNOT9 CNPPD1 CRYBA2 CTDSP1 CXCR1 CXCR2 CXCR2P1 CYP27A1 DES DIRC3 DIRC3-AS1 DNAJB2 DNAJB6P3 DNPEP DNPEP-AS1 ENSAP3 ENSG00000224090 ENSG00000225166 ENSG00000231597 ENSG00000237479 ENSG00000288898 FABP5P14 FEV FN1 FN1-DT GLB1L GMPPA GPBAR1 HMGB1P9 IGFBP2 IGFBP5 IHH INHA KRT8P30 LINC00607 LINC00608 LINC01280 LINC01494 LINC01614 LINC01803 LINC01921 LINC01963 LINC02832 LINC02862 MARCHF4 MIR153-1 MIR26B MIR3131 MIR3132 MIR375 MIR4268 MIR6513 MIR6809 MIR6810 MIR9500 MREG NHEJ1 OBSL1 PECR PLCD4 PNKD POLHP1 PRKAG3 PSMB3P2 PTPRN RESP18 RETREG2 RN7SKP213 RN7SKP38 RN7SKP43 RN7SL764P RNA5SP120 RNF25 RNU6-136P RNU6-642P RPL10P6 RPL19P5 RPL23AP31 RPL23P4 RPL31P14 RPL37A RPL37A-DT RPL7L1P9 RUFY4 SLC11A1 SLC23A3 SLC4A3 SMARCAL1 SMARCAL1-AS1 SNHG31 SNORA70I SPEG SPEGNB STK11IP STK16 STK36 TMBIM1 TMEM169 TMEM198 TNP1 TNS1 TNS1-AS1 TTLL4 TUBA4A TUBA4B USP37 VIL1 VWC2L-IT1 WNT10A WNT6 XRCC5 ZFAND2B ZNF142 chr2q36 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr2q36 ACSL3 ACSL3-AS1 AGFG1 ANKRD49P1 AP1S3 ATG12P2 C2orf83 CCDC140 CCDC195 CCL20 COL4A3 COL4A4 CT75 CUL3 DAW1 DNER DOCK10 ENSG00000212391 ENSG00000287791 ENSG00000288658 EPHA4 FAM124B FARSB FBXO36 FBXO36-IT1 GAPDHP49 HIGD1AP4 HSPA9P1 IRS1 KCNE4 LINC01807 LLPHP3 MFF MFF-DT MIR4439 MIR5702 MIR5703 MLXP1 MOGAT1 MRPL44 NANOGP2 NYAP2 PAX3 PID1 RHBDD1 RN7SKP283 RN7SL807P RNA5SP121 RNU6-1027P RNU6-613P RNU6-619P RNU6-624P RNU6-964P RNU7-9P RNY4P19 RPL17P14 RPL23AP28 RPL23P5 RPL31P17 RPL7L1P10 RRAS2P2 SCG2 SCYGR1 SCYGR10 SCYGR2 SCYGR3 SCYGR4 SCYGR5 SCYGR6 SCYGR7 SCYGR8 SCYGR9 SERPINE2 SGPP2 SLC16A14 SLC19A3 SNF8P1 SNRPGP8 SPHKAP TDGF1P2 TM4SF20 TMEM256P2 TRIP12 USP21P1 WDFY1 chr2q37 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr2q37 ACKR3 AGAP1 AGAP1-IT1 AGXT ALPG ALPI ALPP ANKMY1 ANO7 AQP12A AQP12B ARL4C ARMC9 ASB1 ASB18 ATG16L1 ATG4B B3GNT7 BANF1P3 BOK BOK-AS1 C2orf72 CAB39 CAPN10 CAPN10-DT CEP19P1 CHRND CHRNG CICP10 COL6A3 COPS7B COPS8 COPS8-DT COPS9 COX20P2 CROCC2 D2HGDH DGKD DIS3L2 DIS3L2P1 DNAJB3 DTYMK DUSP28 ECEL1 ECEL1P1 ECEL1P2 ECEL1P3 EEF1B2P7 EFHD1 EIF4E2 ENSG00000124835 ENSG00000178836 ENSG00000222001 ENSG00000235293 ENSG00000280119 ENSG00000288080 ENSG00000288082 ERFE ESPNL FAM240C FARP2 GAL3ST2 GBX2 GBX2-AS1 GCSIR GIGYF2 GPC1 GPC1-AS1 GPR35 GPR55 HDAC4 HDAC4-AS1 HDLBP HES6 HIGD2AP1 HJURP HMGB1P3 HSPE1P9 HTR2B ILKAP ING5 INPP5D IQCA1 IQCA1-AS1 ITM2C KCNJ13 KCTD5P1 KIF1A KLHL30 KLHL30-AS1 LINC00471 LINC01107 LINC01173 LINC01237 LINC01238 LINC01880 LINC01881 LINC01891 LINC01907 LINC01937 LINC01940 LINC02610 LINC02991 LOC124905349 LRRFIP1 MAB21L4 MIR1244-1 MIR1471 MIR149 MIR2467 MIR3133 MIR4269 MIR4440 MIR4441 MIR4777 MIR4786 MIR5001 MIR562 MIR6811 MLPH MROH2A MSL3P1 MTERF4 NCL NDUFA10 NEU2 NEU4 NGEF NMUR1 NPPC NRBF2P6 OR5S1P OR6B2 OR6B3 OR9S24P OTOS PASK PDCD1 PDE6D PER2 PPFIA1P1 PPP1R7 PRLH PRSS56 PSMD1 PTMA RAB17 RAB17-DT RAMP1 RBM44 RN7SL204P RN7SL32P RN7SL359P RN7SL499P RN7SL834P RNA5SP122 RNPEPL1 RNU1-31P RNU1-93P RNU2-22P RNU6-1051P RNU6-107P RNU6-1140P RNU6-1333P RNU6-234P RNU6-268P RNU6-451P RNU7-127P RPL17P11 RPL21P35 RPL23AP26 RPL23AP88 RPL28P2 RPL3P5 RPS20P12 RPS28P4 RTP5 SAG SCARNA5 SCARNA6 SCLY SEPTIN14P2 SEPTIN2 SH3BP4 SNED1 SNED1-AS1 SNORA75 SNORC SNORD20 SNORD39 SNORD82 SP100 SP110 SP140 SP140L SPATA3 SPATA3-AS1 SPP2 STK25 TANAR TEX44 THAP4 TIGD1 TMSB10P1 TPM3P8 TRAF3IP1 TRPM8 TWIST2 UBE2F UBE2F-SCLY UGT1A1 UGT1A10 UGT1A11P UGT1A12P UGT1A13P UGT1A2P UGT1A3 UGT1A4 UGT1A5 UGT1A6 UGT1A7 UGT1A8 UGT1A9 UICLM USP40 ZBTB8OSP2 chr3p11 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr3p11 ABCF2P1 APOOP2 C3orf38 CBX5P1 CGGBP1 CHMP2B CSNKA2IP ENSG00000288654 EPHA3 GAPDHP50 HSPE1P19 HTR1F ICE2P2 KRT8P25 LOC124906381 MIR4795 MTCO1P6 MTCO2P6 NDUFA5P5 POU1F1 PROS2P PSMC1P6 RNU6-712P RNU6-873P RNU6ATAC6P ZNF654 chr3p12 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr3p12 AGGF1P3 AKR1B1P2 ALG1L6P CADM2 CADM2-AS1 CADM2-AS2 CAP1P1 CLUHP10 CNTN3 CYP51A1P1 DUX4L26 ENPP7P2 ENSG00000201410 EVA1CP5 FAM86DP FRG2C GBE1 HMGB1P38 HNRNPA3P6 HNRNPA3P8 HSP90AB5P HYDINP1 LINC00506 LINC00960 LINC00971 LINC02008 LINC02018 LINC02025 LINC02027 LINC02050 LINC02070 LINC02077 LSP1P2 MIR1324 MIR3923 MIR4273 MIR4444-2 MIR5688 MRPS17P3 MYLKP1 NIPA2P2 OR7E121P OR7E22P OR7E55P OR7E66P OSBPL9P1 PPATP1 RARRES2P1 RN7SKP284 RN7SKP61 RN7SL294P RN7SL647P RN7SL751P RNU2-28P RNU6-1129P RNU6-217P RNU6-386P ROBO1 ROBO2 RPL23AP49 RPL7AP23 RPS12P6 RPS3AP15 SETP6 SNRPCP10 SRRM1P2 THAP12P2 TMEM183AP5 UNC93B3 VDAC1P7 VGLL3 VPS51P4 ZNF717 chr3p13 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr3p13 CCDC137P1 CCDC137P2 COX6CP6 EBLN2 EIF4E3 ENSG00000287131 FOXP1 FOXP1-AS1 FOXP1-DT FOXP1-IT1 FTH1P23 GPATCH11P1 GPR27 GXYLT2 HMGB1P36 LAPTM4BP2 LINC00870 LINC00877 LINC02005 LINC02047 MDFIC2 MIR1284 MITF MTCO3P47 PDZRN3 PDZRN3-AS1 PPP4R2 PRDX5P1 PROK2 PSMD12P1 RN7SL271P RN7SL418P RNA5SP136 RNPC3P1 RNU1-62P RNU2-64P RNU6-1270P RNU6-281P RNU6-557P RNU7-119P RNU7-19P RYBP SAMMSON SHQ1 U2SURPP1 UBE2Q2P9 UQCRHP4 chr3p14 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr3p14 ABHD6 ACOX2 ADAMTS9 ADAMTS9-AS1 ADAMTS9-AS2 APPL1 ARF4 ARF4-AS1 ARHGEF3 ARHGEF3-AS1 ARL6IP5 ASB14 ATXN7 C3orf14 C3orf49 CACNA2D3-AS1 CADPS CCDC66 CDHR18P CFAP20DC CFAP20DC-AS1 CFAP20DC-DT COPS8P2 DENND6A DENND6A-AS1 DENND6A-DT DNAH12 DNASE1L3 ENSG00000242775 ENSG00000286967 EOGT EOGT-DT ERC2 ERC2-IT1 ESRG FAM107A FAM3D FAM3D-AS1 FEZF2 FHIT FLNB FLNB-AS1 FRMD4B H1-8P1 HESX1 HTD2 ID2B IL17RD ILF2P1 KBTBD8 KCTD6 KRT8P35 LCORLP1 LINC00698 LINC00994 LINC02017 LINC02030 LINC02040 LMOD3 LOC124906379 LOC124906380 LRIG1 LRTM1 MAGI1 MAGI1-AS1 MAGI1-IT1 MIR3136 MIR3938 MIR4272 MIR548BB MTERF1P1 NDUFB4P1 PDE12 PDHA1P1 PDHB PPIAP16 PPIAP70 PPIAP71 PRDX3P4 PRICKLE2 PRICKLE2-AS1 PRICKLE2-AS2 PRICKLE2-AS3 PRICKLE2-DT PSMC1P1 PSMD6 PSMD6-AS1 PSMD6-AS2 PTPRG PTPRG-AS1 PXK RBM43P1 RN7SKP45 RN7SL482P RN7SL863P RNA5SP133 RNA5SP134 RNA5SP135 RNF7P1 RNU2-10P RNU6-108P RNU6-1181P RNU6-139P RNU6-483P RNU6-739P RNU6-787P RNU6ATAC26P RPL10AP6 RPL14P2 RPL17P17 RPL19P2 RPL21P41 RPL27P9 RPLP0P8 RPP14 RPS10P10 RPS15P5 RPS8P5 SCAANT1 SLC25A26 SLMAP SNRPB2P1 SNTN SPATA12 SUCLG2 SUCLG2-DT SYNPR SYNPR-AS1 TAFA1 TAFA4 TASOR TCEAL8P1 THOC7 THOC7-AS1 TMED2P1 TMF1 UBA3 UBL5P3 WDR53P1 WNT5A WNT5A-AS1 chr3p21 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr3p21 ABHD14A ABHD14A-ACY1 ABHD14B ABHD5 ACTL11P ACTR8 ACY1 AK3P7 AKTIPP1 ALAS1 ALDOAP1 ALS2CL AMIGO3 AMT ANO10 APEH ARIH2 ARIH2OS ATRIP BAP1 BLVRBP1 BOLA2P2 BSN BSN-AS1 BSN-DT C1orf100P1 C3orf18 C3orf62 C3orf84 C3orf86P CABYRP1 CACNA1D CACNA2D2 CACNA2D3 CAMKV CAMP CCDC12 CCDC51 CCDC71 CCR1 CCR2 CCR3 CCR5 CCR5AS CCR9 CCRL2 CDC25A CDCP1 CDHR4 CELSR3 CHDH CISH CLEC3B COL7A1 COX6CP14 CSPG5 CXCR6 CYB561D2 DAG1 DALRD3 DCAF1 DCP1A DHX30 DNAH1 DOCK3 DUSP7 EI24P3 ELP6 ENSG00000212608 ENSG00000271858 ENSG00000288063 EXOSC7 FAM240A FBXW12 FCF1P2 FLT1P1 FYCO1 GCSHP6 GLT8D1 GLYCTK GLYCTK-AS1 GMPPB GNAI2 GNAT1 GNL3 GPR62 GPX1 GRM2 HEMK1 HIGD2AP2 HYAL1 HYAL2 HYAL3 IFRD2 IHO1 IL17RB IMPDH2 INKA1 IP6K1 IP6K2 IQCF1 IQCF2 IQCF3 IQCF4P IQCF5 IQCF5-AS1 IQCF6 ITIH1 ITIH3 ITIH4 ITIH4-AS1 KIAA1143 KIF15 KIF9 KIF9-AS1 KLHDC8B KLHL18 LAMB2 LAMB2P1 LARS2 LARS2-AS1 LIMD1 LIMD1-AS1 LINC01988 LINC02009 LINC02019 LINC02585 LOC124906378 LRRC2 LRRC2-AS1 LSMEM2 LTF LZTFL1 MANF MAP4 MAPKAPK3 MIR1226 MIR135A1 MIR138-1 MIR191 MIR2115 MIR425 MIR4271 MIR4443 MIR4787 MIR4793 MIR5193 MIR564 MIR5787 MIR6823 MIR6824 MIR6872 MIR6890 MIR711 MIR8064 MIRLET7G MON1A MPRIPP1 MRPL57P3 MRPS18AP1 MST1 MST1R MUSTN1 MYL3 NAA80 NBEAL2 NCKIPSD NDUFAF3 NDUFB1P1 NEK4 NICN1 NISCH NME6 NPRL2 NRADDP NRBF2P2 NT5DC2 P4HTM PARP3 PBRM1 PCBP4 PFKFB4 PHF5AP3 PHF7 PLXNB1 POC1A PPIAP69 PPM1M PPP2R5CP PRKAR2A PRKAR2A-AS1 PRKCD PRSS42P PRSS43P PRSS44P PRSS45P PRSS46P PRSS50 PTH1R PTPN23 PTPN23-DT QARS1 QRICH1 RAD54L2 RASSF1 RASSF1-AS1 RBM15B RBM5 RBM5-AS1 RBM6 RFT1 RHOA RHOA-IT1 RN7SL145P RN7SL182P RN7SL217P RN7SL321P RN7SL504P RN7SL664P RN7SL870P RNA5SP130 RNA5SP131 RNA5SP132 RNF123 RNU5B-3P RNU6-367P RNU6-856P RNU6ATAC16P RNU6ATAC29P RNU7-128P RPL12P44 RPL17P16 RPL29 RPS24P8 RPS25P4 RPS27P30 RRP9 RTP3 SACM1L SCAP SDHDP4 SELENOK SEMA3B SEMA3B-AS1 SEMA3F SEMA3F-AS1 SEMA3G SERBP1P3 SETD2 SFMBT1 SHISA5 SLC25A20 SLC26A6 SLC38A3 SLC6A20 SMARCC1 SNORD13P3 SNORD19 SNORD19B SNORD19C SNORD38C SNORD63 SNORD69 SNRPFP4 SOCS5P3 SPCS1 SPINK8 ST13P14 STAB1 STIMATE STIMATE-MUSTN1 TCAIM TCTA TDGF1 TEX264 TGM4 TKT TLR9 TMA7 TMEM115 TMEM158 TMEM42 TMEM89 TMIE TNNC1 TOPAZ1 TRAIP TREX1 TUSC2 TWF2 TWF2-DT UBA7 UCN2 UQCC5 UQCRC1 UQCRC2P1 USP19 USP4 VPS26BP1 WDR6 WDR82 XCR1 ZDHHC3 ZKSCAN7 ZKSCAN7-AS1 ZMYND10 ZMYND10-AS1 ZNF197 ZNF197-AS1 ZNF35 ZNF445 ZNF501 ZNF502 ZNF589 ZNF652P1 ZNF660 ZNF852 chr3p22 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr3p22 ACAA1 ACKR2 ACVR2B ACVR2B-AS1 ADAD1P1 APRG1 ARPP21 ARPP21-AS1 ATP6V0E1P2 CBX3P10 CCDC13 CCDC13-AS1 CCDC13-AS2 CCK CCR4 CCR8 CDC42P7 CENPPP1 CLASP2 CMTM6 CMTM7 CMTM8 CNOT10 CNOT10-AS1 COX6CP10 CRTAP CSRNP1 CTDSPL CTNNB1 CX3CR1 CYP8B1 DCLK3 DDTP1 DLEC1 DLEC1P1 DSTNP4 DYNC1LI1 EEF1A1P24 EEF1GP3 EIF1B EIF1B-AS1 EIF4BP4 ENSG00000201701 ENSG00000202517 ENSG00000231873 ENSG00000287629 ENSG00000287958 ENSG00000289460 ENTPD3 ENTPD3-AS1 EPM2AIP1 EXOG FBXL2 FECHP1 GASK1A GEMIN2P2 GLB1 GOLGA4 GOLGA4-AS1 GORASP1 GPD1L HHATL HHATL-AS1 HIGD1A HMGN2P24 HNRNPA1P21 HNRNPA1P22 HSPD1P6 IGBP1P3 ITGA9 ITGA9-AS1 KLHL40 KRBOX1 KRBOX1-AS1 KRT18P15 KRT8P18 LINC01811 LINC02033 LRRFIP2 LYZL4 MIR128-2 MIR26A1 MIR548AY MIR6822 MLH1 MOBP MRPS31P1 MYD88 MYRIP NBPF21P NDUFAF4P3 NFU1P1 NIFKP7 NKTR OSBPL10 OXSR1 PDCD6IP PDCD6IP-DT PGAM1P3 PLCD1 POLE4P1 POMGNT2 PPP2R2DP1 PRADC1P1 RFC3P1 RN7SKP227 RN7SKP58 RN7SL296P RN7SL411P RN7SL517P RN7SL567P RNA5SP128 RNA5SP129 RNU4-56P RNU4-78P RNU5B-2P RNU6-1227P RNU6-1301P RNU6-235P RNU6-243P RNU6ATAC4P RNU7-110P RNU7-73P RPL14 RPL18AP7 RPL18AP9 RPL21P135 RPL21P137 RPL21P40 RPL23AP43 RPL29P11 RPL30P4 RPL31P18 RPL35AP8 RPL36AP17 RPL36P20 RPL5P10 RPL7AP83 RPS16P4 RPS27P4 RPSA RPSAP11 SALL4P6 SCN10A SCN11A SCN5A SDAD1P3 SEC13P1 SEC22C SLC22A13 SLC22A14 SLC25A38 SMIM11P2 SNORA6 SNORA62 SNRK SNRK-AS1 SS18L2 STAC SUGT1P2 SUMO2P10 SUSD5 TCEA1P2 TMPPE TPMTP2 TRAK1 TRANK1 TRIM71 TTC21A UBE2D3P2 UBE2FP1 UBP1 ULK4 VILL VIPR1 VIPR1-AS1 WDR48 XIRP1 XYLB ZBTB47 ZBTB47-AS1 ZNF619 ZNF620 ZNF621 ZNF662 chr3p23 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr3p23 CNN2P6 GADL1 H3P11 MIR466 OSBPL10-AS1 RNA5SP127 STT3B THRAP3P1 ZNF587P1 ZNF860 chr3p24 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr3p24 ARL4AP4 AZI2 BALR6 C11orf98P3 CDYLP1 CFL1P7 CIAO2AP1 CMC1 CRIP1P2 DAZL EFHB EIF3KP2 ENSG00000286352 EOMES FCRL4P1 H3P10 HMGB1P5 HMGB3P12 HSPA8P18 KAT2B KCNH8 KIAA1143P2 KLHL25P1 LINC00690 LINC00691 LINC00692 LINC01967 LINC01980 LINC01981 LINC01985 LINC02084 LOC124906377 LRRC3B LRRC3B-AS1 MESTP4 MICOS10P3 MIR3135A MIR3714 MIR4442 MIR4791 MTND4LP9 NEK10 NGLY1 NKIRAS1 NPEPPSP2 NPM1P23 NR1D2 OXSM PDCL3P3 PLCL2 PLCL2-AS1 PP1P PP2D1 RAB5A RAD23BP1 RANP7 RARB RBISP6 RBMS3 RBMS3-AS1 RBMS3-AS2 RBMS3-AS3 RFTN1 RN7SL216P RNA5SP125 RNA5SP126 RNU1-96P RNU4-85P RNU6-138P RNU6-342P RNU6-788P RNU6-815P RNU6-822P RNU6-922P RNU7-10P RPEP2 RPL15 RPL24P7 RPL31P19 RPL31P20 RPL32P11 RPL34P11 RPL39P18 RPS12P5 RPS20P15 RPS27P11 RRBP1P2 SALL4P5 SAP18P3 SATB1 SATB1-AS1 SGO1 SGO1-AS1 SLC4A7 TAF9BP1 TBC1D5 TGFBR2 THRB THRB-AS1 THRB-IT1 TOP2B TPM4P2 UBA52P4 UBE2E1 UBE2E1-AS1 UBE2E2 UBE2E2-DT VENTXP4 VENTXP7 ZCWPW2 ZNF385D ZNF385D-AS1 ZNF385D-AS2 chr3p25 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr3p25 ACTG1P12 ANKRD28 ARPC4 ARPC4-TTLL3 ATG7 ATP2B2 ATP2B2-IT1 ATP2B2-IT2 BRK1 BRPF1 BTD C3orf20 CAMK1 CAND2 CAPN7 CAV3 CCDC174 CHCHD4 CHCHD4P4 CIDEC CIDECP1 COL6A4P1 COLQ CPNE9 CRELD1 CRIP1P1 CSTBP1 CYCSP10 CYCSP11 CYCSP12 DPH3 DUSP5P2 EAF1 EAF1-AS1 EMC3 EMC3-AS1 ENSG00000281863 FANCD2 FANCD2OS FANCD2P2 FBLN2 FGD5 FGD5-AS1 FGD5P1 GALNT15 GHRL GHRLOS GRIP2 GSTM5P1 HACL1 HDAC11 HDAC11-AS1 HMGN2P7 HRH1 IFT122P1 IL17RC IL17RE IMPDH1P8 IQSEC1 IRAK2 JAGN1 KRT18P17 LHFPL4 LINC00606 LINC00620 LINC00852 LINC01267 LINC02011 LINC02022 LINC02922 LMCD1 LMCD1-AS1 LSM3 MARK2P14 METTL6 MIR3134 MIR378B MIR4270 MIR563 MIR885 MKRN2 MKRN2OS MRPS25 MTCO1P5 MTMR14 NR2C2 NUP210 NUP210P2 OGG1 OR7E122P OXNAD1 OXTR PFDN1P1 PGAM1P4 PPARG PRR3P1 PRRT3 PRRT3-AS1 RAD18 RAF1 RBSN RHBDF1P1 RN7SL110P RN7SL147P RN7SL4P RNA5SP123 RNA5SP124 RNU4ATAC17P RNU6-1024P RNU6-377P RNU6-454P RNU6-670P RNU6-882P RNU6-905P RPL13AP27 RPL32 RPL39P17 RPS24P10 RPS3AP53 RPUSD3 SEC13 SETD5 SH3BP5 SH3BP5-AS1 SLC6A1 SLC6A1-AS1 SLC6A11 SLC6A6 SNORA7A SRGAP3 SRGAP3-AS1 SRGAP3-AS2 SRGAP3-AS3 SRGAP3-AS4 SSUH2 SYN2 TADA3 TAMM41 TATDN2 THAP5P2 THUMPD3 THUMPD3-AS1 TIMP4 TMEM40 TMEM43 TPRXL TSEN2 TTLL3 VGLL4 VHL VN1R20P VN1R21P WNT7A XPC XPC-AS1 chr3p26 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr3p26 ARL8B BHLHE40 BHLHE40-AS1 CD24P5 CHL1 CHL1-AS1 CHL1-AS2 CNTN4 CNTN4-AS1 CNTN4-AS2 CNTN6 CRB3P1 CRBN DNAJC19P4 EDEM1 EGOT ENSG00000235978 GRM7 GRM7-AS1 GRM7-AS2 GRM7-AS3 HINT2P1 IL5RA ITPR1 ITPR1-DT LINC01266 LINC01986 LRRN1 MIR4790 MRPS10P2 MRPS36P1 MTARC2P1 PNPT1P1 RN7SKP144 RN7SL120P RN7SL553P RNF10P1 RNU6-1194P RPL21P17 RPL23AP38 RPL23AP39 RPS8P6 RPSAP32 SETMAR SUMF1 TRNT1 UBTFL8 YWHAQP10 chr3q11 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr3q11 ARL13B ARL6 ARMC10P1 CDV3P1 CLDND1 CPOX CRYBG3 DHFR2 ENSG00000286447 ENSG00000289078 EPHA6 GABRR3 GPR15 HMGN1P7 HNRNPKP4 LINC00879 LOC101930420 MIR8060 MTHFD2P1 NSUN3 OR5AC1 OR5AC2 OR5AC4P OR5BM1P OR5H1 OR5H14 OR5H15 OR5H2 OR5H3P OR5H4P OR5H5P OR5H6 OR5H7P OR5H8 OR5K1 OR5K2 OR5K3 OR5K4 POU5F1P7 PROS1 RBBP4P2 RBBP4P7 RCC2P5 RIOX2 RNU6-1094P RNU6-488P RNU6-511P RPL18AP8 RPL38P4 RPS18P6 STX19 TPTE2P7 UBFD1P1 WDR82P1 chr3q12 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr3q12 ABI3BP ABRAXAS1P1 ACTG1P13 ACTR3P3 ADGRG7 ARHGEF28P1 BTF3P16 CEP97 CMSS1 COL8A1 DCBLD2 DUSP12P1 FAM136CP FAM172BP FILIP1L GMFBP1 IMPG2 LINC00973 LNP1 LOC124906343 MIR3921 NFKBIZ NIT2 NXPE3 PCNP PDCL3P4 PDLIM1P4 RDUR RNU6-1256P RNU6-1263P RNU6-26P RNU6-461P RNU6-865P RNY1P12 RPL19P7 RPL24 RPL32P7 RPS18P5 SENP7 ST3GAL6 ST3GAL6-AS1 TBC1D23 TFG TMEM30CP TMEM45A TOMM70 TRMT10C VTI1BP1 WWP1P1 ZBTB11 ZBTB11-AS1 ZNF90P1 ZPLD1 chr3q13 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr3q13 ABHD10 ADPRH ALCAM ARGFX ARHGAP31 ARHGAP31-AS1 ARPC1AP1 ATG3 ATOSBP1 ATP5PBP8 ATP6V0CP2 ATP6V1A B4GALT4 B4GALT4-AS1 BBX BOC BRD7P7 BTLA BTNL12P BZW1P2 C12orf29P2 C3orf52 C3orf85 CASR CBLB CCDC191 CCDC54 CCDC54-AS1 CCDC80 CD200 CD200LP CD200R1 CD200R1L CD200R1L-AS1 CD200R1P1 CD47 CD80 CD86 CD96 CDK2AP1P1 CFAP44 CFAP44-AS1 CFAP91 CIP2A COX17 CSP2 CTDNEP1P1 DBTP1 DIMT1P1 DNAJB1P2 DPPA2 DPPA4 DRD3 DRG1P2 DUBR DZIP3 EAF2 EIF4E2P2 ENSG00000239482 ENSG00000242816 ENSG00000286827 ENSG00000289153 EZRP1 FBXO40 FCF1P3 FSTL1 GAP43 GCSAM GOLGB1 GPR156 GRAMD1C GSK3B GSK3B-DT GTF2E1 GTPBP8 GUCA1C H2BP3 H3P12 HCLS1 HGD HHLA2 HNRNPA1P17 IFT57 IGSF11 IGSF11-AS1 ILDR1 INAVAP1 IQCB1 LINC00488 LINC00635 LINC00636 LINC00882 LINC00901 LINC00903 LINC01205 LINC01215 LINC01990 LINC02024 LINC02042 LINC02044 LINC02049 LINC03051 LOC124906382 LOLI1 LRRC58 LSAMP LSAMP-AS1 MAT2AP1 MIR198 MIR4445 MIR4446 MIR4447 MIR4796 MIR548AB MIR567 MIR568 MIR5682 MIR8076 MORC1 MORC1-AS1 MTATP6P22 MTCO1P29 MTCO1P35 MTCO2P29 MTCO3P35 MTND1P16 MTND2P14 MTND3P6 MTND4LP3 MTND4P16 MTND5P16 MTND6P6 MYH15 NAA50 NAP1L1P3 NDUFA4P2 NDUFB4 NECTIN2P1 NECTIN3 NECTIN3-AS1 NEPRO NEPRO-AS1 NFYBP1 NR1I2 NT5C3AP2 OR7E100P PARLP1 PHB1P8 PHLDB2 PLA1A PLCXD2 PLCXD2-AS1 POGLUT1 POLQ POPDC2 PPDPFP1 PPIAP15 PTMAP8 PTOV1P1 PTPN11P1 QTRT2 RABGGTBP1 RABL3 RAP1BP2 RETNLB RFKP2 RFKP3 RN7SL172P RN7SL397P RN7SL582P RN7SL762P RN7SL767P RN7SL815P RNU1-43P RNU4-62P RNU5E-8P RNU6-1127P RNU6-1200P RNU6-1236P RNU6-1308P RNU6ATAC15P RPL10P7 RPL13P8 RPL34P9 RPL7AP11 RPS10P4 RPS26P21 RPSAP29 SIDT1 SIDT1-AS1 SLC15A2 SLC35A5 SLC9C1 SNORA70 SPICE1 SSX2IPP1 STXBP5L TAGLN3 TBILA TEX55 TIGIT TIMMDC1 TIMMDC1-DT TMEM39A TMPRSS7 TRAT1 TUBBP11 TUSC7 UPK1B USF3 VPS26AP1 YBX1P3 ZBED2 ZBTB20 ZBTB20-AS1 ZBTB20-AS2 ZBTB20-AS3 ZBTB20-AS4 ZBTB20-AS5 ZDHHC23 ZFAND2AP1 ZNF80 chr3q21 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr3q21 ABTB1 ACAD9 ACAD9-DT ADCY5 ALDH1L1 ALDH1L1-AS1 ALDH1L1-AS2 ALG1L1P C3orf22 CCDC14 CFAP100 CFAP100-DT CFAP92 CHCHD6 CHST13 CIDECP2 CNBP COPG1 CSTA DNAJB6P7 DNAJB8 DNAJB8-AS1 DTX3L DUTP1 EEFSEC EFCAB12 EFCC1 EIF4BP8 ENO1P3 ENPP7P4 ENSG00000207002 ENSG00000207130 ENSG00000272840 ENSG00000279328 ENSG00000287232 ENSG00000287440 ENSG00000289469 FAM162A FAM86JP FBRSL1P1 FTH1P4 GATA2 GATA2-AS1 GP9 H1-10 H1-10-AS1 HACD2 HEG1 HMCES HNRNPA1P23 HSPBAP1 IFT122 IFT122P2 IFT122P3 ISY1 ISY1-RAB43 ITGB5 ITGB5-AS1 JMJD4P1 KALRN KBTBD12 KLF15 KPNA1 LINC01471 LINC01472 LINC01565 LINC02016 LINC02034 LINC02035 LINC02614 MARK2P17 MARK2P19 MARK2P3 MARK2P6 MARK2P8 MARK3P3 MBD4 MCM2 METTL5P2 MGLL MIR5002 MIR5092 MIR544B MIR548I1 MIR6083 MIR6825 MIR6826 MIR7110 MIR7976 MIX23 MUC13 MYLK MYLK-AS1 MYLK-AS2 MYLKP2 NUP210P1 NUP210P3 OR7E130P OR7E29P OR7E53P OR7E93P OR7E97P OSBPL11 PARP14 PARP15 PARP9 PDIA5 PLXNA1 PODXL2 POU5F1P6 PRR20G PRR23E PRR23E2P RAB43 RAB7A RCC2P4 RN7SL698P RNA5SP137 RNA5SP138 RNA5SP139 RNU1-30P RNU2-37P RNU6-1047P RNU6-143P RNU6-230P RNU6-232P RNU6-823P ROPN1 ROPN1B RPL32P3 RPL7P15 RPN1 RPS15AP16 RPS24P9 RPS26P22 RPS27P12 RPS3AP14 RUVBL1 RUVBL1-AS1 SEC22A SEC61A1 SEMA5B SF3A2P1 SLC12A8 SLC41A3 SLC41A3-AS1 SLC49A4 SNORA7B SNRPCP11 SNX4 TMED10P2 TPRA1 TXNRD3 UMPS UROC1 VPS51P6 WDR5B WDR5B-DT YTHDF3P1 ZNF148 ZXDC chr3q22 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr3q22 A4GNT ACAD11 ACKR4 ACP3 ACSL3P1 AFF4P1 ALG1L2 AMOTL2 ANAPC13 ARMC8 ASTE1 ATP2C1 ATP5MC1P3 ATP5MC2P5 BCL2L12P1 BFSP2 BFSP2-AS1 C3orf36 CARMIL2P1 CDV3 CEP63 CEP70 CLDN18 COL6A4P2 COL6A5 COL6A6 CPNE4 CSRP2P2 DBR1 DNAJC13 DNAJC8P2 DONSONP1 DPPA4P2 DZIP1L EEF1A1P25 ENPP7P3 ENSG00000248468 ENSG00000288111 EPHB1 ESYT3 EVA1CP6 FAIM FAM76AP1 FAM86HP FOXL2 FOXL2NB G2E3P1 GAPDHP39 GSTO3P H1-8 HMGB3P13 HMGB3P14 HMGN1P10 HMGN1P9 HSPA8P19 HSPA8P9 IL20RB IL20RB-AS1 INHCAP KRT8P36 KY LINC01210 LINC01391 LINC02000 LINC02004 LINC02014 LINC02021 MAF1P1 MIR5704 MRAS MRPL3 MSL2 MTCH2P1 NCK1 NCK1-DT NDUFS6P1 NEK11 NIP7P2 NME9 NPHP3 NPHP3-ACAD11 NPHP3-AS1 NPM1P17 NUDT16 NUDT16-DT NUDT16L2P OR7E129P OR7E21P PCCB PIK3CB PIK3R4 PLXND1 PPIAP72 PPP2R3A PSMC2P1 RAB6B RAD51AP1P1 RHO RN7SKP212 RN7SL752P RNA5SP140 RNA5SP141 RNA5SP142 RNU6-1174P RNU6-1284P RNU6-678P RNU6-726P RNU6-789P RNY3P13 RPL23AP40 RPL31P23 RPL39P5 RPL7P16 RPS17P9 RYK SDHBP1 SLC35G2 SLCO2A1 SNORA58 SNRPCP8 SOX14 SRPRB STAG1 STAG1-DT SULT1D1P2 TDGF1P6 TF TMCC1 TMCC1-DT TMEM108 TMEM108-AS1 TOPBP1 TRH UBA5 VPS51P10 chr3q23 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr3q23 ACTG1P1 ATP1B3 ATP1B3-AS1 ATR BPESC1 CLSTN2 CLSTN2-AS1 COPB2 COPB2-DT DTWD1P1 EIF2AK1P1 ENSG00000243818 ENSG00000286822 ENSG00000286988 GK5 GRK7 HMGN2P25 KRT18P35 LRRC78P MRPS22 NMNAT3 PAQR9 PAQR9-AS1 PCOLCE2 PHF5AP7 PISRT1 PLS1 PLS1-AS1 PRR23A PRR23B PRR23C PXYLP1 RASA2 RASA2-IT1 RBP1 RBP2 RN7SKP124 RN7SKP25 RN7SL724P RNA5SP143 RNF7 RNU1-100P RNU6-1294P RNU6-425P RNU6-509P RNU7-47P RPL19P6 RPL23AP41 RPL31P21 RPL6P9 RPL7L1P7 RPL8P3 SLC25A36 SPSB4 TFDP2 TPT1P3 TRIM42 TRMT112P5 TRPC1 U2SURP XRN1 YWHAQP6 ZBTB38 chr3q24 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr3q24 AGTR1 CHST2 CPA3 CPB1 DIPK2A ENSG00000243620 ENSG00000289451 GAPDHP47 GM2AP1 GYG1 HLTF HLTF-AS1 HMGB1P30 HNRNPA1P20 HPS3 LARP7P4 LINC02010 LINC02032 LINC02045 LINC02046 LNCSRLR MED28P2 NPM1P28 PBX2P1 PLOD2 PLSCR1 PLSCR2 PLSCR4 PLSCR4P1 PLSCR5 PLSCR5-AS1 RNA5SP144 RNU6-428P RNU6-505P RPL21P39 RPL21P71 RPL38P1 RPS17P10 SLC9A9 SLC9A9-AS1 SLC9A9-AS2 ST13P15 UBQLN4P1 UBTD2P1 ZIC1 ZIC4 ZIC4-AS1 chr3q25 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr3q25 AADAC AADACL2 AADACL2-AS1 AADACP1 ALG1L15P ANKUB1 ARHGEF26 ARHGEF26-AS1 ARL14 ATP5MGP5 B3GAT3P1 BRD7P2 C3orf33 C3orf80 C9orf78P1 CCNL1 CLRN1 CLRN1-AS1 COMMD2 CP CPHL1P CRADDP1 DDX50P2 DHX36 DTWD1P2 DYNLL1P5 EEF1A1P45 EIF2A EIF3JP2 ENSG00000243273 ENSG00000243953 ENSG00000271922 ENSG00000286585 ENSG00000287706 ENSG00000288787 ERICH6 ERICH6-AS1 FKBP1AP4 GFM1 GMPS GPR149 GPR171 GPR79 GPR87 HMGN2P13 HNRNPA1P24 IFT80 IGSF10 IL12A IL12A-AS1 IQCJ IQCJ-SCHIP1 IQCJ-SCHIP1-AS1 KCNAB1 KCNAB1-AS1 KCNAB1-AS2 KIAA1328P1 KLF3P2 KPNA4 KRT18P34 KRT8P12 LEKR1 LILRA2P1 LINC00880 LINC00881 LINC00886 LINC01100 LINC01213 LINC01214 LINC01487 LINC01998 LINC02006 LINC02029 LINC02066 LINC02877 LINC02917 LINC03109 LOC124900552 LXN MBNL1 MBNL1-AS1 MED12L METTL15P1 MFSD1 MINDY4B MIR15B MIR16-2 MIR3919 MIR5186 MLF1 MLF1-DT MME MME-AS1 MRE11P1 MRPL42P6 MTAPP1 NPM1P29 P2RY1 P2RY12 P2RY13 P2RY14 PA2G4P4 PABPC1P10 PCBP2P4 PFN2 PFN2-AS1 PLCH1 PLCH1-AS1 PLCH1-AS2 PPIAP73 PPM1L PPM1L-DT PTX3 RAP2B RARRES1 RFKP6 RN7SKP177 RN7SKP46 RN7SL300P RN7SL715P RNA5SP145 RNA5SP146 RNF13 RNU2-31P RNU6-1098P RNU6-507P RNU6-720P RNU6-901P RNU7-136P RPL15P6 RPL21P42 RPL32P8 RPL32P9 RPL35AP10 RPL35AP9 RPL6P7 RPL6P8 RPL7AP24 RPL9P15 RPS12P7 RPS25P5 RPS2P19 RSRC1 SAP30P1 SCARNA7 SCHIP1 SELENOT SERP1 SETP11 SETP14 SHOX2 SIAH2 SIAH2-AS1 SLC33A1 SLC66A1L SMC4 SNORA72 SNRNP40P1 SNRPCP3 SSR3 STRIT1 SUCNR1 SYPL1P1 TIPARP TIPARP-AS1 TM4SF1 TM4SF1-AS1 TM4SF18 TM4SF18-AS1 TM4SF4 TMEM14EP TMEM183BP TRIM59 TRIM59-IFT80 TSC22D2 VEPH1 VN2R1P WDR70P1 WWTR1 WWTR1-AS1 WWTR1-IT1 chr3q26 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr3q26 ACTBP16 ACTG1P23 ACTL6A ACTRT3 ANAPC15P2 ASS1P7 ATP11B ATP11B-DT ATP5MC1P4 B3GALNT1 BCHE BZW1P1 C9orf85P2 CBX1P5 CCDC39 CCDC39-AS1 CLDN11 CYCSP56 DCUN1D1 DDX5P1 DNAJC19 ECT2 EEF1B2P8 EEF1GP4 EGFEM1P EI24P1 EI24P6 EIF3EP4 EIF4EP3 EIF5A2 ENSG00000200288 ENSG00000201957 ENSG00000239096 ENSG00000285336 ENSG00000289884 FAM20BP1 FAUP2 FGFR3P4 FHL1P1 FLYWCH1P1 FNDC3B FXR1 GAPDHP36 GHSR GNB4 GOLIM4 GPR160 H3P13 HMGN1P8 HMGN2P26 KCNMB2 KCNMB2-AS1 KCNMB3 KLF7P1 KMT5AP3 KRT18P43 KRT8P13 LINC00501 LINC00578 LINC01014 LINC01192 LINC01206 LINC01208 LINC01209 LINC01322 LINC01323 LINC01324 LINC01326 LINC01327 LINC01994 LINC01995 LINC01997 LINC02015 LINC02023 LINC02031 LINC02053 LINC02067 LINC02068 LINC02082 LOC124900551 LRRC31 LRRC34 LRRC77P LRRFIP1P1 LRRIQ4 MATR3P2 MCUR1P2 MECOM MECOM-AS1 MEMO1P3 MFN1 MIR1263 MIR4789 MIR551B MIR569 MIR6828 MIR7977 MMACHCP1 MRPL47 MTCO1P58 MTCO3P38 MTHFD2P7 MTND3P7 MTND4LP10 MTND4P17 MTND5P15 MYNN NAALADL2 NAALADL2-AS1 NAALADL2-AS2 NAALADL2-AS3 NAP1L5P1 NCEH1 NDUFB5 NGRNP1 NLGN1 NLGN1-AS1 NMD3 OTOL1 PDCD10 PEX5L PEX5L-AS1 PEX5L-AS2 PHC3 PIK3CA PIK3CA-DT PLA2G10P1 PLD1 PPIAP74 PPIAP75 PRKCI PSAT1P4 PSMC1P7 PSMG3P1 PSMG3P2 RALBP1P1 RN7SKP234 RN7SKP265 RN7SKP298 RN7SKP40 RN7SKP52 RN7SL141P RN7SL229P RN7SL703P RNA5SP147 RNA5SP148 RNA5SP149 RNA5SP150 RNF13P1 RNU1-70P RNU2-20P RNU4-38P RNU4-4P RNU4-91P RNU6-1120P RNU6-1233P RNU6-1317P RNU6-315P RNU6-348P RNU6-486P RNU6-4P RNU6-547P RNU6-637P RNU6-681P RNU7-82P RPL21P43 RPL22L1 RPL22P1 RPL23AP42 RPL28P1 RPL29P34 RPL32P10 RPL7AP25 RPL7L1P8 RPL8P4 RPS27AP8 RPS6P4 RPSAP33 SAMD7 SDHDP3 SEC62 SEC62-AS1 SERPINI1 SERPINI2 SI SKIL SLC2A2 SLC31A1P1 SLC7A14 SLC7A14-AS1 SLITRK3 SNORA72 SOX2 SOX2-OT SPATA16 SPTSSB SRP14P5 SSBL6P TBL1XR1 TBL1XR1-AS1 TBPL1P1 TERC TMEM212 TMEM212-AS1 TMEM212-IT1 TMEM229BP1 TMEM38BP1 TNFSF10 TNIK TOMM22P6 TTC14 TTC14-DT UBE2V1P2 USP13 WDR49 ZBBX ZCCHC10P1 ZMAT3 ZNF639 chr3q27 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr3q27 ABCC5 ABCC5-AS1 ABCF3 ADIPOQ ADIPOQ-AS1 AHSG ALG3 AP2M1 B3GNT5 BCL6 C3orf70 CAMK2N2 CHRD CLCN2 CRYGS CYP2AB1P DGKG DNAJB11 DVL3 ECE2 EEF1A1P8 EEF1AKMT4 EEF1AKMT4-ECE2 EHHADH EHHADH-AS1 EIF2B5 EIF2B5-DT EIF2S2P2 EIF4A2 EIF4G1 ENSG00000228804 ENSG00000239093 ENSG00000272970 EPHB3 ETV5 ETV5-AS1 FAM131A FETUB FLJ42393 GPS2P2 HRG HRG-AS1 HRGP1 HRGP2 HSP90AA5P HTR3C HTR3C2P HTR3D HTR3E HTR3E-AS1 IGF2BP2 IGF2BP2-AS1 KLHL24 KLHL6 KLHL6-AS1 KNG1 LAMP3 LINC00888 LINC01839 LINC01840 LINC01991 LINC02020 LINC02041 LINC02043 LINC02051 LINC02052 LINC02054 LINC02069 LIPH LOC101929106 LOC101929130 LPP LPP-AS2 MAGEF1 MAP3K13 MAP6D1 MASP1 MCCC1 MCCC1-AS1 MCF2L2 MCF2L2P1 MIR1224 MIR1248 MIR4448 MIR548AQ MIR5588 NMRAL2P PARL PET100P1 POLR2H PRICKLE1P1 PSMD10P2 PSMD2 RFC4 RNA5SP151 RNU6-1105P RPL29P9 RPL34P10 RPL39L RPL4P4 RPS20P14 RPS3P3 RPSAP31 RTP1 RTP2 RTP4 SENP2 SNORA4 SNORA63 SNORA63B SNORA63D SNORA63E SNORA81 SNORD2 SNORD66 SST ST6GAL1 TBCCD1 TEDDM3P THPO TMEM41A TRA2B TVP23CP3 VPS8 VWA5B2 YEATS2 YEATS2-AS1 chr3q28 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr3q28 CCDC50 CCT6P4 CLDN1 CLDN16 ENAHP1 ENOPH1P1 ENSG00000238902 ENSG00000289165 FGF12-AS1 FGF12-AS2 FGF12-AS3 GCNT1P3 GMNC IL1RAP LINC02013 LPP-AS1 MIR28 MIR944 MTAPP2 NMNAT1P3 OSTN OSTN-AS1 P3H2 P3H2-AS1 PERPP1 PYDC2 PYDC2-AS1 RN7SKP222 RN7SKP296 RNU6-1109P TMEM207 TP63 TPRG1 TPRG1-AS1 TPRG1-AS2 UTS2B chr3q29 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr3q29 ACAP2 ACAP2-IT1 ANKRD18DP APOD ARL8BP1 ATP13A3 ATP13A3-DT ATP13A4 ATP13A4-AS1 ATP13A5 ATP13A5-AS1 BDH1 CEP19 CICP6 COX6A1P5 CPN2 DLG1 DLG1-AS1 DPPA2P3 DYNLT2B EEF1A1P23 FAM151AP1 FAM157A FAM43A FBXO45 FGF12 FRG2FP FYTTD1 GP5 HES1 IQCG KIF3AP1 LINC00885 LINC00887 LINC01063 LINC01968 LINC01972 LINC01983 LINC02012 LINC02026 LINC02028 LINC02036 LINC02037 LINC02038 LINC02048 LINC02924 LMLN LMLN-AS1 LRCH3 LRRC15 LSG1 MB21D2 MELTF MELTF-AS1 MIR3137 MIR4797 MIR570 MIR6829 MIR922 MUC20 MUC20-OT1 MUC20P1 MUC4 NAA50P2 NCBP2 NCBP2-AS1 NCBP2AS2 NRROS OPA1 OPA1-AS1 PAK2 PCYT1A PIGX PIGZ PLAAT1 PPP1R2 PPP4R2P2 PPP4R2P3 PPP4R2P4 PPP4R2P6 RN7SL215P RN7SL36P RN7SL434P RN7SL447P RN7SL738P RN7SL73P RNF168 RNU1-20P RNU2-11P RNU4-89P RNU6-1101P RNU6-1279P RNU6-25P RNU6-42P RNU6-621P RNU6-646P RNU6-821P RNU6-858P RNU6-860P RNU6-910P RNU6ATAC24P RNU7-18P RPL17P18 RPL23AP93 RPL24P6 RPL31P22 RPL31P64 RPL35A RPL36P7 RPS29P3 RPSAP69 RUBCN SDHAP1 SDHAP2 SDHAP4 SENP5 SEPTIN14P3 SLC51A SMBD1P SMCO1 TFRC TM4SF19 TM4SF19-AS1 TM4SF19-DYNLT2B TMEM44 TMEM44-AS1 TMEM44-AS2 TNK2 TNK2-AS1 TUBB8P8 UBXN7 UBXN7-AS1 VEZF1P1 WDR53 XXYLT1 XXYLT1-AS1 XXYLT1-AS2 ZDHHC19 ZDHHC1P1 chr4p11 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr4p11 ANKRD20A17P CWH43 FRYL MTCO3P39 MTCO3P42 MTND3P22 OCIAD1 OCIAD1-AS1 OCIAD2 RNU5E-3P RNU6-158P SLAIN2 SLC10A4 SNX18P23 SNX18P24 SNX18P25 TEC TPI1P4 ZAR1 chr4p12 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr4p12 ATP10D CNGA1 COMMD8 CORIN COX7B2 ENSG00000282904 GABRA2 GABRA4 GABRB1 GABRG1 GNPDA2 GUF1 MIR8053 NFXL1 NIPAL1 PRDX4P1 RAC1P2 RN7SKP199 RNU6-412P RNU6-838P RNU6-931P RPL15P7 RPL21P52 THAP12P9 TXK YIPF7 chr4p13 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr4p13 APBB2 ATP1B1P1 ATP8A1 ATP8A1-DT BEND4 CCNL2P1 DCAF4L1 ENSG00000250781 ENSG00000289643 GRXCR1 HMGB1P28 KCTD8 LIMCH1 LINC00682 LINC02383 LINC02475 NDUFB4P12 OR5M14P PHOX2B PHOX2B-AS1 RN7SKP82 RN7SL193P RN7SL691P RNU1-49P RPL12P20 RPS7P7 SHISA3 SLC30A9 TMEM33 UCHL1 UCHL1-DT chr4p14 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr4p14 ARAP2 ARL4AP2 C4orf19 CHRNA9 DTHD1 ELOCP33 ENSG00000205794 ENSG00000247193 ENSG00000247810 ENSG00000287659 FAM114A1 KLB KLF3 KLF3-AS1 KLHL5 KRT18P25 LIAS LINC01258 LINC01259 LINC02265 LINC02278 LINC02505 LINC02513 LINC02616 MIR1255B1 MIR4801 MIR4802 MIR5591 MIR574 MRPS33P2 N4BP2 NSUN7 NWD2 PABPC1P1 PDS5A PGM2 PSME2P4 PTTG2 RBM47 RELL1 RFC1 RHOH RN7SL558P RNA5SP158 RNA5SP159 RNA5SP160 RNU6-1112P RNU6-1195P RNU6-32P RNU6-836P RNU6-887P RNU7-11P RNU7-74P RPL21P45 RPL9 SMIM14 SMIM14-DT TBC1D1 TLR1 TLR10 TLR6 TMEM156 UBE2K UGDH UGDH-AS1 WDR19 ZBTB12BP chr4p15 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr4p15 ADGRA3 ANAPC4 ATP5MGP3 BOD1L1 BST1 C1QTNF7 C1QTNF7-AS1 C9orf78P2 CC2D2A CCDC149 CCKAR CD38 CDC42P6 CLRN2 CPEB2 CPEB2-DT DCAF16 DHX15 ECM1P2 EEF1A1P21 ENSG00000200999 ENSG00000238694 ENSG00000248515 ENSG00000248837 ENSG00000249631 ENSG00000250954 ERVH-1 FAM184B FAM200B FBXL5 FGFBP1 FGFBP2 GBA3 HNRNPA1P65 HPRT1P1 HS3ST1 HSP90AB2P IGBP1P5 KCNIP4 KCNIP4-IT1 KRT18P63 LAP3 LCORL LDB2 LGI2 LINC00504 LINC01085 LINC01096 LINC01097 LINC01182 LINC02261 LINC02270 LINC02353 LINC02357 LINC02360 LINC02364 LINC02438 LINC02472 LINC02473 LINC02484 LINC02493 LINC02497 LINC02501 LINC02506 LOC105374516 LOC124900885 MAPRE1P2 MED28 MED28-DT MESTP3 MIR218-1 MIR4275 MIR5091 MIR572 MIR573 MIR7978 MTCO3P44 MTCYBP43 MTND2P31 MTND3P5 MTND4LP22 MTND4P9 MTND5P4 NACAP5 NCAPG NKX3-2 PACRGL PCDH7 PFDN1P2 PI4K2B PIMREGP4 PPARGC1A PROM1 QDPR RAB28 RBPJ RFPL4AP3 RN7SKP170 RN7SL101P RN7SL16P RNA5SP156 RNA5SP157 RNPS1P1 RNU6-420P RNU6-573P RNU6-578P RNU7-126P RPL21P46 RPL31P25 RPL31P31 RPL32P12 RPS21P4 RPS27P13 RPS29P11 RPS3AP17 RPS7P6 SEC63P2 SEL1L3 SEPSECS SEPSECS-AS1 SLC34A2 SLIRPP2 SLIT2 SLIT2-IT1 SMIM20 SNORA63 SNORA75B SOD3 STIM2 STIM2-AS1 TAPT1 TAPT1-AS1 TBC1D19 ZCCHC4 ZEB2P1 chr4p16 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr4p16 ABCA11P ABLIM2 ACOX3 ADD1 ADRA2C AFAP1 AFAP1-AS1 ALG1L14P ALG1L3P ALG1L7P ATP5ME BLOC1S4 BNIP3P41 C4orf48 C4orf50 CCDC96 CFAP99 CLNK COX6B1P5 CPLX1 CPZ CRMP1 CTBP1 CTBP1-AS CTBP1-DT CYTL1 DEFB108F DEFB130D DEFB131A DGKQ DOK7 DRD5 ENPP7P10 ENPP7P11 ENPP7P9 ENSG00000170846 ENSG00000212458 ENSG00000228919 ENSG00000245748 ENSG00000251652 ENSG00000283183 ENSG00000284684 ENSG00000287164 ENSG00000287331 EVA1CP1 EVA1CP2 EVC EVC2 FAM193A FAM53A FAM86EP FAM86KP FAM86MP FAM90A26 FGFR3 FGFRL1 GAK GMPSP1 GPR78 GRK4 GRPEL1 HAUS3 HGFAC HMX1 HTRA3 HTT HTT-AS IDUA JAKMIP1 JAKMIP1-DT KIAA0232 LDHAP1 LETM1 LINC00955 LINC01396 LINC01587 LINC02171 LINC02447 LINC02481 LINC02482 LINC02498 LINC02517 LINC02600 LOC101928532 LRPAP1 LYAR MAEA MAN2B2 MFSD10 MIR3138 MIR378D1 MIR4274 MIR4798 MIR4800 MIR548I2 MIR571 MIR943 MIR95 MRFAP1 MRFAP1L1 MSANTD1 MSX1 MXD4 MYL5 NAT8L NELFA NKX1-1 NOP14 NOP14-AS1 NSD2 NSG1 OR7E103P OR7E111FP OR7E162P OR7E163P OR7E35P OR7E43P OR7E83P OR7E84P OR7E85BP OR7E85P OR7E86P OR7E99P OTOP1 PCGF3 PCGF3-AS1 PDE6B PDE6B-AS1 PIGG POLN PPP2R2C PSAPL1 RAF1P1 RGS12 RN7SKP113 RN7SKP275 RN7SKP292 RN7SKP36 RN7SL589P RNA5SP152 RNA5SP153 RNA5SP154 RNA5SP155 RNF212 RNF4 RNU6-204P RPL7AP29 RPS3AP16 RPS3AP19 RPS7P15 S100P SCARNA22 SH3BP2 SH3TC1 SLBP SLC26A1 SLC2A9 SLC2A9-AS1 SLC49A3 SNRPCP13 SNRPCP16 SORCS2 SPICP5 SPON2 STK32B STX18 STX18-AS1 STX18-IT1 TACC3 TADA2B TBC1D14 TMED11P TMEM128 TMEM129 TMEM175 TMEM271 TNIP2 TRMT44 UNC93B4 UNC93B7 UNC93B8 USP17L10 USP17L11 USP17L12 USP17L13 USP17L14P USP17L15 USP17L16P USP17L17 USP17L18 USP17L19 USP17L20 USP17L21 USP17L22 USP17L23 USP17L24 USP17L25 USP17L26 USP17L27 USP17L28 USP17L29 USP17L30 USP17L5 USP17L6P USP17L9P UVSSA VPS51P13 VPS51P18 VPS51P7 WDR1 WEE1P1 WFS1 ZBTB49 ZFYVE28 ZNF141 ZNF518B ZNF519P4 ZNF595 ZNF718 ZNF721 ZNF732 ZNF876P chr4q12 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr4q12 AASDH ARL9 CEP135 CHIC2 CLOCK COMMD5P1 CRACD DANCR DCUN1D4 DUTP7 ENSG00000212490 ENSG00000249341 ENSG00000288944 ERVMER34-1 EXOC1 EXOC1L FCF1P8 FIP1L1 GLDCP1 GSX2 HOPX IGFBP7 IGFBP7-AS1 KDR KIT LINC01618 LINC02260 LINC02283 LINC02358 LINC02380 LINC02480 LINC02928 LNX1 LNX1-AS1 LNX1-AS2 LRRC34P2 LRRC66 METTL5P3 MIR4449 MORF4L2P1 MRPL22P1 NMU NOA1 PAICS PDCL2 PDGFRA POLR2B PPAT RASL11B REST RN7SKP30 RN7SL357P RN7SL424P RN7SL492P RN7SL822P RNA5SP161 RNU6-1252P RNU6-197P RNU6-276P RNU6-310P RNU6-410P RNU6-652P RNU6-746P RNU6-998P RPL17P20 RPL21P44 RPL22P13 RPL38P3 RPL7AP31 RPS26P24 SCFD2 SGCB SNORA26 SPATA18 SPINK2 SRD5A3 SRD5A3-AS1 SRIP1 SRP72 THEGL TMEM165 UBE2CP3 USP46 USP46-DT chr4q13 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr4q13 ADAMTS3 ADGRL3 ADGRL3-AS1 AFM AFP ALB AMBN AMTN ANKRD17 ANKRD17-DT APOOP4 AREG BTC CABS1 CENPC COX18 CSN1S1 CSN1S2AP CSN2 CSN3 CXCL1 CXCL1P1 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 DCK DPP3P1 EFL1P2 ENAM ENSG00000221639 ENSG00000250075 ENSG00000250078 ENSG00000289019 EPGN EPHA5 EPHA5-AS1 EREG EXOC5P1 FDCSP FTLP10 GC GNRHR GRSF1 HMGA1P2 HMGN1P11 HNRNPA1P55 HNRNPA1P67 HSPE1P23 HTN1 HTN3 IFITM3P1 JCHAIN LARP1BP1 LDHAL6EP LINC02232 LINC02271 LINC02429 LINC02494 LINC02496 LINC02499 LINC02562 LINC02619 LINC02835 MIR1269A MIR548AG1 MOB1B MT2P1 MTCO3P27 MTCO3P28 MTCYBP16 MTHFD2L MTND2P41 MTND3P24 MTND4LP31 MTND5P13 MTND6P16 MUC7 NPFFR2 ODAM OPRPN PARM1 PARM1-AS1 PF4 PF4V1 POLR2MP1 PPBP PPBPP1 PPBPP2 PRR27 RASSF6 RN7SL218P RNA5SP163 RNA5SP527 RNU1-63P RNU2-40P RNU4ATAC9P RNU6-1325P RNU6-191P RNU6-520P RNU6-699P RNU6-784P RNU6-891P RNU6-95P RNU6ATAC5P RPL17P19 RPL21P47 RPL6P10 RPS15AP17 RPS23P3 RUFY3 SLC4A4 SMR3A SMR3B SNORA62 SPOPLP1 SPOPLP2 SPOPLP3 ST3GAL1P1 STAP1 STATH SULT1B1 SULT1D1P SULT1E1 SYT14P1 TECRL TMPRSS11A TMPRSS11B TMPRSS11BNL TMPRSS11CP TMPRSS11D TMPRSS11E TMPRSS11F TMPRSS11GP UBA6 UBA6-DT UGT2A1 UGT2A2 UGT2A3 UGT2A3P7 UGT2B10 UGT2B11 UGT2B15 UGT2B17 UGT2B24P UGT2B25P UGT2B26P UGT2B27P UGT2B28 UGT2B29P UGT2B4 UGT2B7 UMLILO UTP3 YTHDC1 chr4q21 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr4q21 ABRAXAS1 AFF1 ANTXR2 ANXA3 ARHGAP24 ARPC1AP4 ART3 BIN2P1 BMP2K BMP2K-DT BMP3 C4orf36 CCDC158 CCNG2 CCNI CDKL2 CDS1 CFAP299 CNOT6L COPS4 COQ2 COX5BP1 CXCL10 CXCL11 CXCL13 CXCL9 ENOPH1 ENSG00000199857 ENSG00000289586 FAM47E FAM47E-STBD1 FGF5 FRAS1 G3BP2 GK2 GPAT3 HELQ HIGD1AP13 HMGB1P44 HNRNPA1P56 HNRNPA3P13 HNRNPD HNRNPD-DT HNRNPDL HPSE IGBP1P4 KPNA2P1 LIN54 LINC00575 LINC00989 LINC01088 LINC01094 LINC02469 LINC02483 LINC02994 MAPK10 MAPK10-AS1 MICOS10P4 MIR4450 MIR4451 MIR4452 MIR548AH MIR575 MRPL1 MRPS18C MTCYBP44 NAA11 NAAA NKX6-1 NPM1P41 NUP54 ODAPH OR7E94P PAQR3 PCAT4 PLAC8 PPEF2 PRDM8 PRDM8-AS1 PRKG2 PRKG2-AS1 PTPN11P5 PTPN13 RASGEF1B RCHY1 RN7SKP48 RN7SKP96 RN7SL127P RN7SL552P RNU2-16P RNU5A-2P RNU6-1000P RNU6-1187P RNU6-145P RNU6-469P RNU6-499P RNU6-615P RNU6-774P RPL30P5 RPL36AP18 RPL36P8 RPL3P13 RPL6P13 RPL7AP26 RPL7P17 RPSAP39 SCARB2 SCD5 SDAD1 SDAD1-AS1 SEC31A SEPTIN11 SERBP1P5 SHROOM3 SHROOM3-AS1 SLC10A6 SLC25A14P1 SNORA75 SNORD42 SNX5P1 SOWAHB STBD1 TECRP1 THAP6 THAP9 THAP9-AS1 TMEM150C TXNP6 USO1 VAMP9P WDFY3 WDFY3-AS1 WDFY3-AS2 chr4q22 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr4q22 ABCG2 ATOH1 BMPR1B BMPR1B-DT CCSER1 CHCHD2P7 COX7A2P2 DMP1 DSPP ENSG00000287181 FAM13A FAM13A-AS1 GAPDHP60 GPRIN3 GRID2 HERC3 HERC5 HERC6 HMGB3P15 HPGDS HSD17B11 HSD17B13 HSP90AB3P IBSP KLHL8 KRT19P6 LINC02267 LNCPRESS2 MEPE MIR5705 MMRN1 MTND1P19 NAP1L5 NCOA4P2 NUDT9 PDHA2 PDLIM5 PIGY PIGY-DT PKD2 PMPCAP1 PPM1K PPM1K-DT PYURF RACK1P3 RN7SKP244 RN7SKP248 RN7SKP28 RN7SL681P RNA5SP164 RNU1-36P RNU6-1059P RNU6-112P RNU6-1298P RNU6-33P RNU6-34P RNU6-818P RNU6-907P RNU6ATAC31P RPL30P6 RPL31P24 RPL35AP11 SMARCAD1 SMARCAD1-DT SNCA SNCA-AS1 SPARCL1 SPP1 STPG2-AS1 TIGD2 TMSB4XP8 UNC5C UNC5C-AS1 chr4q23 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr4q23 ABT1P1 ADH1A ADH1B ADH1C ADH4 ADH5 ADH6 ADH7 BTF3P13 C4orf17 C4orf54 CRYZP2 DAPP1 DNAJB14 DUTP8 DYNLL1P6 EIF4E ENSG00000246090 FAM177A1P1 H2AZ1 H2AZ1-DT LAMTOR3 METAP1 MIR3684 MTTP NDUFS5P4 PCNAP1 RAP1GDS1 RNU7-149P RPL21P48 RPL5P12 RPL7L1P14 STPG2 TBCAP3 TRMT10A TSPAN5 TSPAN5-DT chr4q24 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr4q24 ACTR3BP4 AIMP1 ARHGEF38 ARHGEF38-IT1 ATP5F1EP1 BANK1 BDH2 CENPE CISD2 CXXC4 CXXC4-AS1 DDIT4L DDIT4L-AS1 DDX3P3 EEF1A1P9 EMCN ENSG00000249635 FLJ20021 GIMD1 GSTCD GSTCD-AS1 INTS12 KRT8P46 LINC01216 LINC01217 LINC01218 LINC02173 LINC02428 LINC02503 LRRC37A15P MANBA MIR1255A MIR8066 MTND5P5 NFKB1 NPNT PABPC1P7 PIMREGP2 PPA2 PPP3CA RN7SL728P RN7SL89P RNU6-351P RNU6-462P RNU6-553P RNU6-635P RNU7-151P RPL21P49 RPL6P14 SLC39A8 SLC9B1 SLC9B2 TACR3 TACR3-AS1 TBCK TET2 TET2-AS1 UBE2D3 UBE2D3-AS1 chr4q25 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr4q25 ACTR6P1 ALPK1 ANK2 ANK2-AS1 AP1AR AP1AR-DT CASP6 CCDC34P1 CDC42P4 CFI COL25A1 COL25A1-DT CYP2U1 CYP2U1-AS1 DKK2 EGF ELOVL6 ENPEP ENSG00000199894 ETNPPL EXOC7P1 FAM241A GAR1 GAR1-DT GET1P1 H3P14 HADH HIGD1AP14 HSBP1P2 KRT19P3 LARP7 LEF1 LEF1-AS1 LINC01438 LINC02945 LRIT3 LYPLA1P2 MCUB MIR1243 MIR297 MIR302A MIR302B MIR302C MIR302CHG MIR302D MIR367 MIR576 MIR8082 NEUROG2 NEUROG2-AS1 OSTC OSTCP4 PANCR PAPSS1 PITX2 PLA2G12A RAC1P5 RBMXP4 RCC2P8 RN7SL275P RN7SL55P RNF14P2 RNU6-205P RNU6-289P RNU6-35P RNU6-431P RNU6-551P RNU6-733P RPL23AP94 RPL32P13 RPL34 RPL34-DT RPL36AP19 RPL36AP23 RPL7AP30 RPL7L1P13 RPSAP34 RRH RTEL1P1 SEC24B SEC24B-AS1 SETP20 SGMS2 TIFA TOX4P1 TUBB8P3 ZACNP1 ZBED1P1 ZGRF1 ZNF969P chr4q26 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr4q26 ACTN4P1 ARSJ C4orf3 CAMK2D CEP170P1 CICP16 CIR1P2 CUL4AP1 EIF3KP3 ENSG00000221245 ENSG00000288781 FABP2 FKBP4P1 GTF2IP12 KLHL2P1 KRT18P21 LINC01365 LINC01378 LINC02262 LINC02263 LINC02264 METTL14 METTL14-DT MIR1973 MIR577 MRPL42P1 MRPS33P3 MYOZ2 NDST3 NDST4 NDUFS5P5 NT5C3AP1 PDE5A PGAM4P2 PRSS12 RN7SL184P RN7SL808P RNU1-138P RNU4-33P RNU6-1054P RNU6-119P RNU6-1217P RPF2P2 RPSAP35 SEC24D SEPTIN14P4 SEPTIN7P14 SNHG8 SNORA24 SYNPO2 TRAM1L1 TRMT112P1 TTC39CP1 UGT8 USP53 chr4q27 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr4q27 ADAD1 ANXA5 BBS12 BBS7 BBS7-DT BLTP1 CCNA2 CETN4P EXOSC9 IL2 IL21 IL21-AS1 KIAA1191P1 LINC02502 LTV1P1 MAD2L1 MAD2L1-DT NDNF NDNF-AS1 PP12613 PRDM5 QRFPR RN7SKP137 RN7SL335P RNU6-550P RNU6-948P SAR1AP3 SETP12 SMIM43 TNIP3 TRPC3 TUBB4BP5 chr4q28 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr4q28 AARS1P1 ABHD18 ANKRD50 C4orf33 CDRT15P11 EEF1A1P35 EEF1GP8 ELL2P2 ENSG00000248187 ENSG00000287951 FAT4 FGF2 FOSL1P1 GAPDHP56 H3P15 HSPA4L INTU JADE1 JADRR KRT18P54 LARP1B LINC00498 LINC00499 LINC00613 LINC00616 LINC01091 LINC01256 LINC02172 LINC02377 LINC02379 LINC02435 LINC02462 LINC02465 LINC02466 LINC02479 LINC02485 LINC02510 LINC02511 LINC02516 LINC02615 LOC124900883 MFSD8 MIR2054 NUDT6 NUP58P1 PABPC4L PCDH10 PCDH10-DT PCDH18 PES1P1 PGBD4P4 PGRMC2 PLK4 PPIAP76 R3HDM2P1 RBM48P1 RN7SL205P RNU1-89P RNU6-224P RNU6-583P RPL15P8 RPL21P50 RPL21P53 RPL7AP28 RPS23P2 SCLT1 SERF1AP1 SLC25A31 SLC7A11 SLC7A11-AS1 SNHG27 SNORA70 SPATA5 SPRY1 STMN1P2 TARS2P1 TECRP2 TERF1P3 TMEM248P1 TUBAP10 ZSWIM5P3 chr4q31 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr4q31 ABCE1 AK4P6 AKIRIN2P1 ANAPC10 ANXA2P1 ARFIP1 ARHGAP10 ASS1P8 ATP5MGP4 C4orf51 CLGN DCHS2 DCLK2 EDNRA ELF2 ELMOD2 ENSG00000239005 ENSG00000248335 ENSG00000249317 ENSG00000249818 ENSG00000250195 ENSG00000250406 ENSG00000251600 ENSG00000286896 ENSG00000290441 FAM192BP FBXW7 FBXW7-AS1 FGA FGB FHDC1 FHIP1A FHIP1A-DT FREM3 FTH1P24 GAB1 GATB GTF2F2P1 GUSBP5 GYPA GYPB GYPE H3P16 HHIP HHIP-AS1 HSPD1P5 IL15 INPP4B IQCM KRT18P51 LINC01095 LINC02266 LINC02273 LINC02276 LINC02355 LINC02430 LINC02432 LINC02507 LINC03074 LOC105377488 LRBA LSM3P4 LSM6 MAB21L2 MAML3 MGARP MGAT4D MGST2 MIR3139 MIR3140 MIR4453 MIR4453HG MIR4799 MIR548G MIR7849 MMAA MND1 NAA15 NCOA4P3 NDUFB4P9 NDUFC1 NMNAT1P4 NOCT NR3C2 NSA2P6 OTUD4 PLRG1 POU4F2 PPP1R14BP3 PRMT5P1 PRMT9 PRSS48 QKILA RAB33B RAB33B-AS1 REELD1 RN7SKP235 RN7SKP237 RN7SKP253 RN7SKP35 RN7SL152P RN7SL254P RN7SL311P RN7SL382P RN7SL419P RN7SL446P RNA5SP165 RNA5SP166 RNA5SP167 RNA5SP168 RNA5SP169 RNF150 RNF175 RNU1-44P RNU6-1074P RNU6-1196P RNU6-1214P RNU6-1230P RNU6-1282P RNU6-1285P RNU6-506P RNU6-531P RNU7-194P RNU7-197P RNY1P14 RPL14P3 RPL31P26 RPL5P13 RPS23P4 RPS3A RPS3AP18 RPSAP36 RTN3P1 SCOC SCOC-AS1 SETD7 SFRP2 SH3D19 SLC10A7 SMAD1 SMAD1-AS1 SMAD1-AS2 SMARCA5 SMARCA5-AS1 SNORD73A SNORD73B TBC1D9 TIGD4 TLR2 TMEM131L TMEM154 TMEM184C TMEM184C-DT TNRC18P1 TRIM2 TTC29 UCP1 USP38 USP38-DT WDR45P1 WDR77P1 ZBTB8OSP1 ZNF330 ZNF827 chr4q32 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr4q32 AIDAP2 ANP32C ANXA10 APELA ASIC5 BTF3L4P4 C4orf45 C4orf46 CBR4 CBR4-DT CHORDC1P3 CPE CTSO DDX60 DDX60L ENSG00000207171 ENSG00000249419 ENSG00000287730 ETFDH FABP5P12 FAM218A FAM218BP FGG FNIP2 FSTL5 FTH1P21 GASK1B GASK1B-AS1 GK3 GLRB GRIA2 GUCY1A1 GUCY1B1 HADHAP1 KLHL2 LINC01179 LINC02233 LINC02272 LINC02433 LINC02477 LOC124900922 LRAT MAP9 MAP9-AS1 MARCHF1 MIR3688-1 MIR3688-2 MIR4454 MIR578 MSMO1 MTATP6P9 MTCO1P9 MTCO2P9 MTCO3P9 MTCYBP17 MTHFD2P4 MTND1P22 MTND2P33 MTND3P3 MTND4P8 MTND5P9 MTND6P17 NACA3P NAF1 NDUFB2P1 NOL8P1 NPY1R NPY2R NPY2R-AS1 NPY5R NUDT19P5 PALLD PALLD-AS1 PDGFC PHB1P14 PPID PSME2P3 RAPGEF2 RBM46 RN7SKP105 RN7SKP188 RN7SL776P RNA5SP170 RNA5SP171 RNU2-44P RNU2-66P RNU4-79P RNU4-87P RNU6-128P RNU6-1336P RNU6-284P RNU6-582P RNU6-668P RNU6-853P RNY4P17 RPL21P51 RPL35AP12 RPL6P11 RPL6P12 RPL9P16 RPPH1-3P RPS14P7 RXFP1 SCGB1D5P SMIM31 SNORD39 SPOCK3 TDO2 TKTL2 TLL1 TMA16 TMEM144 TMEM192 TOMM22P4 TRIM60 TRIM60P14 TRIM61 TRIM75 YWHAEP4 YWHAQP4 chr4q33 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr4q33 AADAT APOBEC3AP1 CLCN3 ENSG00000287660 HPF1 HSP90AA6P LINC01612 LINC02275 LINC02382 LINC02512 MFAP3L NEK1 PTGES3P3 RNU6ATAC13P SH3RF1 chr4q34 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr4q34 ADAM20P2 ADAM29 AGA AGA-DT ASB5 CCNHP1 CEP44 ENSG00000212191 ENSG00000287775 FBXO8 GALNT7 GALNT7-DT GALNTL6 GLRA3 GPM6A GPM6A-DT HAFML HAND2 HAND2-AS1 HMGB2 HPGD LINC00290 LINC01098 LINC01099 LINC02174 LINC02268 LINC02269 LINC02431 LINC02500 LINC02504 LINC02509 MARK2P4 MIR1305 MIR4276 MIR548T MIR6082 MORF4 NDUFB5P1 NEIL3 RANP6 RN7SKP13 RN7SKP136 RN7SL253P RNA5SP172 RNA5SP173 RNU1-45P RNU6-1096P RPL5P11 SAP30 SAP30-DT SCRG1 SPATA4 SPCS3 SPCS3-AS1 TEMN3-AS1 TENM3 TENM3-AS1 TSEN2P1 VEGFC WDR17 chr4q35 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr4q35 ACSL1 ADAM20P3 AGGF1P1 ANKRD37 C4orf47 CASP3 CCDC110 CDKN2AIP CENPU CFAP97 CIBAR1P2 CLDN22 CLDN24 CLUHP4 COPS3P1 CYP4V2 DBET DCTD DUX4 DUX4L1 DUX4L2 DUX4L3 DUX4L4 DUX4L5 DUX4L6 DUX4L7 DUX4L8 DUX4L9 ENPP6 ENSG00000250626 ENSG00000286641 ENSG00000286821 F11 F11-AS1 FAM149A FAT1 FBLP1 FLJ38576 FRG1 FRG1-DT FRG2 HELT HSP90AA4P ICE2P1 ING2 ING2-DT IRF2 IRF2-DT KLKB1 LINC01060 LINC01093 LINC01262 LINC01596 LINC02362 LINC02363 LINC02365 LINC02374 LINC02427 LINC02434 LINC02436 LINC02437 LINC02492 LINC02508 LINC02514 LINC02515 LRP2BP LRP2BP-AS1 LTO1P1 MIR3945 MIR3945HG MIR4455 MLLT10P2 MRPS36P2 MTNR1A MYL12BP2 PDLIM3 PRIMPOL RARRES2P4 RN7SKP67 RN7SL28P RNA5SP174 RNA5SP175 RNU1-51P RNU2-34P RNU4-64P RNU6-1053P RNU6-1055P RNU6-173P RNU6-335P RNU6-479P RNU7-192P RPL23AP84 RPL6P16 RPL7AP27 RPSAP70 RWDD4 SLC25A4 SLC25A5P6 SLED1 SNORD79 SNX25 SORBS2 SORBS2-AS1 STOX2 TLR3 TRAPPC11 TRIML1 TRIML2 TRPC6P7 TUBB7P UFSP2 VTI1BP2 WWC2 WWC2-AS1 WWC2-AS2 ZFP42 chr5p12 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr5p12 AMD1P3 ANXA2R ANXA2R-AS1 ANXA2R-OT1 C5orf34 C5orf34-AS1 CCDC152 CCL28 EEF1A1P19 FGF10 FGF10-AS1 HCN1 HMGCS1 LINC02224 MRPS30 MRPS30-DT NIM1K NNT NNT-AS1 PAIP1 PPIAP77 PRELID3BP4 PRELID3BP5 PRELID3BP6 PRELID3BP7 RN7SL383P RNU6-381P RPL29P12 SELENOP TMEM267 TUBAP14 ZNF131 chr5p13 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr5p13 ADAMTS12 AGXT2 AIG1P1 AMACR BRIX1 C1QTNF3 C1QTNF3-AMACR C5orf22 C6 C7 C9 CAPSL CAPSL-DT CARD6 CDH6 CFAP53P1 CPLANE1 CPLANE1-AS1 DAB2 DNAJC21 DROSHA DUX4L51 EGFLAM EGFLAM-AS1 EGFLAM-AS2 EGFLAM-AS3 EGFLAM-AS4 ENSG00000212567 ENSG00000287597 FBXO4 FHP2 FYB1 GCSHP1 GDNF GDNF-AS1 GHR GOLGA5P1 GOLPH3 GOLPH3-DT GUSBP18 HPRT1P2 IL7R INTS6P1 KCTD9P5 KRT18P31 KRT18P56 LIFR LIFR-AS1 LINC00603 LINC00604 LINC02061 LINC02064 LINC02104 LINC02110 LINC02117 LINC02119 LINC02120 LINC02160 LMBRD2 LOC124901220 LSP1P3 MIR3650 MIR4279 MIR579 MIR580 MROH2B MTHFD2P6 MTMR12 NADK2 NADK2-AS1 NIPBL NIPBL-DT NPR3 NUP155 OFD1P17 OSMR OSMR-DT OXCT1 OXCT1-AS1 PDZD2 PLCXD3 PRKAA1 PRLR PTGER4 RAD1 RAI14 RAI14-DT RANBP3L RBISP2 RICTOR RIMOC1 RN7SKP207 RN7SL37P RNA5SP181 RNU1-150P RNU6-1079P RNU6-1190P RNU6-1305P RNU6-358P RNU6-363P RNU6-378P RNU6-484P RNU6-760P RNU6-923P RNU7-130P RNU7-161P RNU7-75P RPL19P11 RPL21P54 RPL21P56 RPL37 RPL5P14 RPS4XP6 RPSAP38 RXFP3 SERBP1P6 SKP2 SLC1A3 SLC1A3-AS1 SLC45A2 SNORA63 SNORD72 SPEF2 SUB1 SUCLG2P4 TARS1 TARS1-DT TMEM183AP2 TOMM40P3 TPT1P5 TTC23L TTC23L-AS1 TTC33 UBL5P1 UGT3A1 UGT3A2 WDR70 ZCCHC10P2 ZFR chr5p14 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr5p14 ADH5P5 AKTIPP2 BTG4P1 CCNB3P1 CDH10 CDH12 CDH18 CDH18-AS1 CDH9 DPPA3P12 GCNT1P2 GUSBP1 HSPD1P1 HSPD1P15 LINC02100 LINC02103 LINC02109 LINC02146 LINC02211 LINC02228 LINC02239 LINC02241 LINC02899 MSNP1 PMCHL1 PRDM9 PTPN11P4 PURPL RN7SL58P RNU4-43P RNU6-374P RNU6-738P RNU6-909P RPL32P14 TRPC6P6 TRPC6P9 UBE2V1P12 chr5p15 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr5p15 ADAMTS16 ADAMTS16-DT ADCY2 AHRR ALG3P1 ANKH ANKH-DT ANKRD33B ANKRD33B-AS1 ATPSCKMT BASP1 BASP1-AS1 BRD9 BRD9P2 CCDC127 CCT5 CCT6P2 CEP72 CEP72-DT CFAP90 CLPTM1L CMBL CTD-2194D22.4 CTD-2350J17.1 CTNND2 DAP DAP-DT DCAF13P2 DNAH5 EEF1A1P13 ENSG00000249782 ENSG00000260763 ENSG00000286441 ENSG00000286753 ENSG00000288763 ENSG00000288930 ENSG00000288978 EXOC3 EXOC3-AS1 FASTKD3 FBXL7 FTH1P10 H3P17 H3P18 H3P19 H3P20 H3P21 H3P22 H3Y1 H3Y2 HMGB3P3 HNRNPKP5 ICE1 IRX1 IRX2 IRX2-DT IRX4 IRX4-AS1 LINC01017 LINC01018 LINC01019 LINC01020 LINC01194 LINC01377 LINC01511 LINC01513 LINC02063 LINC02102 LINC02111 LINC02112 LINC02114 LINC02116 LINC02121 LINC02123 LINC02142 LINC02145 LINC02149 LINC02150 LINC02162 LINC02196 LINC02199 LINC02212 LINC02213 LINC02217 LINC02218 LINC02220 LINC02221 LINC02223 LINC02226 LINC02236 LINC02982 LINC03067 LOC124900197 LPCAT1 LRRC14B LSINCT5 MARCHF11 MARCHF11-AS1 MARCHF11-DT MARCHF6 MARCHF6-DT MARK2P5 MED10 MIR4277 MIR4278 MIR4456 MIR4457 MIR4458 MIR4458HG MIR4635 MIR4636 MIR4637 MIR6075 MIR6131 MIR887 MRPL36 MTCO1P30 MTCO1P31 MTCO2P30 MTCO2P32 MTCYBP37 MTND6P2 MTRR MYO10 NACAP6 NDUFS6 NENFP3 NKD2 NSUN2 OTULIN OTULIN-DT OTULINL PDCD6 PDCD6-AHRR PDCD6-DT PDCD6P1 PLEKHG4B PP7080 PPP4R2P1 PPP4R2P5 RBBP4P1 RETREG1 RETREG1-AS1 RN7SKP133 RN7SKP73 RN7SKP79 RNA5SP176 RNA5SP177 RNA5SP178 RNA5SP179 RNA5SP180 RNU1-76P RNU6-1003P RNU6-429P RNU6-660P RNU6-679P ROPN1L ROPN1L-AS1 RPL29P13 RPL30P7 RPL36AP21 RPS23P5 RPS26P28 SDHA SDHAP3 SEMA5A SEMA5A-AS1 SEPHS2P1 SLC12A7 SLC6A18 SLC6A19 SLC6A3 SLC9A3 SLC9A3-AS1 SNHG18 SNORD123 SNORD81 SPCS2P3 SPICP4 SRD5A1 TAF11L10 TAF11L11 TAF11L12 TAF11L13 TAF11L14 TAF11L2 TAF11L3 TAF11L4 TAF11L5 TAF11L6 TAF11L7 TAF11L8 TAF11L9 TAS2R1 TENT4A TERLR1 TERT TPPP TRIO TRIP13 UBE2QL1 UQCRBP3 ZDHHC11 ZDHHC11B ZNF622 chr5q11 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr5q11 ACTBL2 AK4P2 ANKRD55 ARL15 ASS1P9 B3GNTL1P1 C12orf29P1 C1GALT1P2 C5orf67 CCNO CCNO-DT CDC20B CSPG4BP DDX4 DHX29 EMB ENSG00000238326 ENSG00000287709 ENSG00000289709 ESM1 FST GAPT GPBP1 GPX8 GZMA GZMAP1 GZMK HMGB1P47 HMGN1P17 HNRNPH1P3 HSPB3 IL31RA IL6ST IL6ST-DT ISL1 ISL1-DT ITGA1 ITGA2 ITGA2-AS1 KATNBL1P4 LINC01033 LINC01948 LINC02101 LINC02105 LINC02106 LINC02108 LINC02118 LINC02225 LNCBRM MAP3K1 MCIDAS MFSD4BP1 MIER3 MIR449A MIR449B MIR449C MIR548AE2 MIR5687 MIR581 MOCS2 MOCS2-DT MTREX NDUFB4P2 NDUFS4 PARP8 PELO PELO-AS1 PGAM1P1 PLK2 PLPP1 PSMC1P4 RAB3C RMEL3 RN7SL801P RNA5SP182 RNA5SP183 RNA5SP184 RNA5SP185 RNF138P1 RNU6-1296P RNU6-272P RNU6-299P RNU6-480P RNU6ATAC2P RPL13AP13 RPL17P21 RPL17P22 RPL26P19 RPL37P25 RPL5P15 RPS17P11 SALL4P1 SETD9 SLC38A9 SNX18 chr5q12 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr5q12 ADAMTS6 C5orf64 C5orf64-AS1 CAB39P1 CD180 CENPK CKS1BP3 CWC27 DEPDC1B DIMT1 ELOVL7 ENSG00000248529 ENSG00000252904 ENSG00000289916 ERBIN ERBIN-DT ERCC8 ERCC8-AS1 GNL3LP1 HTR1A IPO11 ISCA1P1 KIF2A KRT8P31 LINC02057 LINC02065 LINC02229 LINC02997 LRRC70 MAST4 MAST4-AS1 MAST4-IT1 MIR582 MRPL49P1 NDUFAF2 NLN NT5ELP PART1 PDE4D PPIAP78 PPWD1 RGS7BP RN7SKP157 RN7SL169P RNF180 RNU6-294P RNU6-540P RNU6-661P RNU6-806P RNU6-913P RPEP1 RPL31P8 RPL35AP14 RPL3P6 SETP21 SGTB SHISAL2B SHLD3 SMIM15 SMIM15-AS1 SREK1 SREK1IP1 TILRLS TRAPPC13 TRIM23 ZSWIM6 chr5q13 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr5q13 AGGF1 AK6 ALDH7A1P1 ANKDD1B ANKRA2 ANKRD31 ARHGEF28 ARPC1AP3 BCL9P1 BDP1 BIN2P2 BTF3 BTF3-DT CARTPT CCDC125 CCNB1 CDH12P1 CDH12P2 CDH12P3 CDH12P4 CDK7 CENPH CERT1 CFL1P5 CHCHD2P2 CHP1P1 CRHBP CTDNEP1P2 EEF1B2P2 ENC1 ENSG00000212363 ENSG00000249713 ENSG00000251599 ENSG00000289535 F2R F2RL1 F2RL2 FAM169A FAM169A-AS1 FCHO2 FCHO2-DT FOXD1 FOXD1-AS1 FUNDC2P1 GCNT4 GFM2 GTF2H2 GTF2H2B GTF2H2C GUSBP13 GUSBP14 GUSBP15 GUSBP16 GUSBP17 GUSBP3 GUSBP9 H2BL1P HEXB HMGB1P35 HMGCR HMGN1P12 HMGN2P4 IQGAP2 LINC01331 LINC01332 LINC01333 LINC01335 LINC01385 LINC01386 LINC02056 LINC02122 LINC02197 LINC02198 LINC02219 LINC02230 LINC02242 LOC101928924 LOC105374682 LOC124900198 MAP1B MARVELD2 MCCC2 MIR4803 MIR4804 MRPS27 MRPS36 NAIP NAIPP1 NAIPP2 NAIPP3 NAIPP4 NDUFB9P1 NSA2 OCLN OCLNP1 PDCD5P2 PDE8B PIK3R1 PMCHL2 POC5 POLK PTCD2 RAD17 RAP1BL RN7SKP251 RN7SL153P RN7SL208P RN7SL616P RN7SL814P RNA5SP186 RNU6-1232P RNU6-1330P RNU6-658P RNU6-680P RNU6-724P RNU6ATAC36P RNU7-175P RNU7-196P RPL21P55 RPL27AP5 RPL35AP13 RPL7P22 RPL7P23 RPS27P14 RPS2P24 S100Z SAP18P1 SERF1A SERF1B SLC25A5P9 SLC30A5 SMN1 SMN2 SNORA47 SNORA50D SNRPCP2 SUMO2P4 SUMO2P5 SV2C SV2C-AS1 TAF9 TMEM171 TMEM174 TNPO1 TNPO1-DT UTP15 VWA8P1 YBX1P5 ZBED3 ZBED3-AS1 ZNF366 chr5q14 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr5q14 ACOT12 ACTBP2 ADGRV1 ANKRD34B AP3B1 ARRDC3 ARRDC3-AS1 ARSB ATG10 ATG10-AS1 ATG10-IT1 ATP6AP1L ATP6V1G1P6 BHMT BHMT2 CCNH CCT7P2 CETN3 CKMT2 CKMT2-AS1 CMYA5 COQ10BP2 COX7C DBIP2 DHFR DMGDH EDIL3 EDIL3-DT ENSG00000206592 ENSG00000214942 ENSG00000251828 ENSG00000255647 ENSG00000288846 FAM151B FAM151B-DT FTH1P9 GSCAR H3P23 HAPLN1 HMGB1P21 HNRNPA1P12 HOMER1 JMY KRT18P45 LDHBP3 LHFPL2 LINC00461 LINC01337 LINC01338 LINC01339 LINC01455 LINC01949 LINC02058 LINC02059 LINC02060 LINC02144 LINC02161 LINC02488 LUCAT1 LYSETP1 LYSMD3 MBLAC2 MEF2C MEF2C-AS1 MEF2C-AS2 MIR3660 MIR3977 MIR4280 MIR4280HG MIR9-2 MSH3 MTX3 NBPF22P OTP PCBP2P3 POLR3G PPIAP11 PPIAP79 PTP4A1P4 RAB5CP2 RASA1 RASGRF2 RASGRF2-AS1 RBBP4P6 RBMX2P5 RBX1P2 RN7SKP295 RN7SKP34 RN7SL378P RN7SL629P RNA5SP187 RNU4-11P RNU4-90P RNU6-183P RNU6-211P RNU6-448P RNU6-606P RNU6-620P RNU6-727P RNU6-804P RNY3P1 RPL13AP14 RPL29P15 RPL5P16 RPL5P17 RPL7AP32 RPL7P24 RPS23 RPS27AP9 RPS2P25 RPS3AP20 RPS3AP22 SCAMP1 SCAMP1-AS1 SCARNA18 SEM1P1 SERINC5 SNORA70 SNORD138 SPZ1 SSBP2 ST13P12 TBCA TENT2 THBS4 THBS4-AS1 TMEM161B TMEM161B-DT TMEM167A TRMT112P2 VCAN VCAN-AS1 WDR41 XRCC4 ZCCHC9 ZFYVE16 ZP3P1 chr5q15 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr5q15 ARSK CAST CSNK1A1P3 CTBP2P4 DDX18P4 ELL2 ENSG00000251314 ERAP1 ERAP2 FABP5P5 FAM172A FAM81B GGCTP1 GLRX GPR150 HSPD1P11 KIAA0825 KRT8P32 LINC01340 LINC01554 LINC01846 LINC02234 LIX1 LIX1-AS1 LNPEP MCTP1 MCTP1-AS1 MIR2277 MIR583 MIR583HG MRPS35P2 MTCO1P24 MTCO2P24 MTCYBP35 MTCYBP40 MTND5P12 MTND6P3 NPM1P27 NR2F1 NR2F1-AS1 PCSK1 POLD2P1 POU5F2 PSME2P1 RFESD RGMB RGMB-AS1 RHOBTB3 RIOK2 RNU1-73P RNU6-308P RNU6-402P RNU6-524P RPL7P18 RTRAFP2 SETP22 SKIC3 SLF1 SPATA9 YTHDF1P1 chr5q21 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr5q21 CHD1 CHD1-DT CRLF3P2 EEF1A1P20 EFNA5 EIF3KP1 ENSG00000249476 ENSG00000249787 ENSG00000251574 ENSG00000283462 FAM174A FAM174A-DT FBXL17 FER GIN1 GJA1P1 GUSBP19 GUSBP7 GUSBP8 KRT18P42 LINC00491 LINC00492 LINC01023 LINC01848 LINC01950 LINC02113 LINC02115 MACIR MAN2A1 MAN2A1-DT MIR548P MTATP6P2 MTCO1P22 MTCO2P22 MTCO3P22 MTCYBP22 MTND3P19 MTND4LP5 MTND4P35 MTND5P10 MTND6P22 NIHCOLE NUDT12 OR7H2P PAM PDZPH1P PGAM5P1 PJA2 PPIP5K2 PSMC1P5 RAB9BP1 RACK1P1 RN7SKP122 RN7SKP230 RN7SKP62 RN7SKP68 RN7SL255P RN7SL782P RN7SL802P RNA5SP188 RNA5SP189 RNU1-140P RNU6-1119P RNU6-334P RNU6-47P SLCO4C1 SLCO6A1 ST8SIA4 chr5q22 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr5q22 AK3P4 AP3S1 APC ATG12 BCLAF1P1 CAMK4 CBX3P3 CCDC112 CCT5P1 CDO1 CTNNA1P1 DCP2 ENSG00000207177 ENSG00000248709 ENSG00000251076 ENSG00000289497 EPB41L4A EPB41L4A-AS1 EPB41L4A-DT FEM1C H3P24 HMGB3P16 HMGN1P13 HMGN1P14 HMGN1P15 KCNN2 LINC01957 LINC02200 MCC MIR548F3 NREP NREP-AS1 PGGT1B REEP5 RN7SKP57 RN7SKP89 RNU2-49P RNU4ATAC13P RNU6-482P RPS3AP21 SLC25A46 SNORA13 SRP19 STARD4 STARD4-AS1 TICAM2 TICAM2-AS1 TMED7 TMED7-TICAM2 TMEM183AP6 TMEM232 TRIM36 TRIM36-IT1 TSLP TSSK1B WDR36 XBP1P1 YTHDC2 ZRSR2P1 chr5q23 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr5q23 ADAMTS19 ADAMTS19-AS1 ALDH7A1 ARGFXP1 ARL14EPL ARL2BPP4 BOLA3P3 C5orf63 CATSPER2P2 CCDC192 CEP120 CHSY3 COMMD10 CSNK1G3 CTXN3 CUL1P1 DDX43P1 DMXL1 DMXL1-DT DTWD2 ENSG00000250650 ENSG00000250803 ENSG00000286615 FABP5P6 FAM170A FBN2 FTMT GRAMD2B HMGB1P22 HMGB1P29 HMGB3P17 HMGN2P27 HNRNPKP1 HSD17B4 HSPA8P4 HSPE1P10 ISOC1 KRT18P16 KRT8P33 LAMTOR3P2 LINC00992 LINC01170 LINC02039 LINC02147 LINC02148 LINC02201 LINC02208 LINC02214 LINC02215 LINC02216 LINC02240 LINCADL LMNB1 LMNB1-DT LOX LVRN LYRM7 MARCHF3 MEGF10 MGC32805 MINAR2 MIR1244-2 MIR4460 MIR4633 MIR5706 MRPS5P3 PHAX POGLUT2P1 PPIC PPIC-AS1 PRDM6 PRDM6-AS1 PRELID3BP8 PRR16 PRRC1 PTMAP2 RN7SKP117 RN7SL174P RN7SL689P RN7SL711P RNA5SP190 RNA5SP191 RNU4-69P RNU6-290P RNU6-373P RNU6-644P RNU6-701P RNU6-718P RNU6-752P RNU6ATAC10P RNU7-34P RNU7-53P RPL21P58 RPL23AP44 RPL35AP15 RPL7L1P4 RPS14P8 RPS17P2 RPSAP37 SELENOTP2 SEMA6A SEMA6A-AS1 SEMA6A-AS2 SEPTIN7P10 SLC12A2 SLC12A2-DT SLC27A6 SNCAIP SNX2 SNX24 SRFBP1 TEX43 TNFAIP8 TUBAP15 ZNF474 ZNF474-AS1 ZNF608 chr5q31 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr5q31 ACSL6 ACSL6-AS1 ACTBP4 AFF4 AFF4-DT ANKHD1 ANKHD1-DT ANKHD1-EIF4EBP3 ANKRD49P3 APBB3 ARAP3 ARHGAP26 ARHGAP26-AS1 ARHGAP26-IT1 ATP6V0E1P1 BRD8 C5orf15 C5orf24 CAMLG CATSPER3 CCNI2 CD14 CDC23 CDC25C CDC42SE2 CDKL3 CDKN2AIPNL CKS1BP5 CSF2 CTNNA1 CTNNA1-AS1 CXCL14 CXXC5 CXXC5-AS1 CYSTM1 DCANP1 DDX46 DELE1 DIAPH1 DIAPH1-AS1 DNAJC18 DND1 ECSCR EEF1A1P50 EGR1 EIF4EBP3 ENSG00000200235 ENSG00000238745 ENSG00000250284 ENSG00000250378 ENSG00000254363 EPIST ETF1 FAM13B FAM13B-AS1 FAM53C FBXL21P FCHSD1 FGF1 FNIP1 FSTL4 GDF9 GFRA3 GNPDA1 H3P25 HARS1 HARS2 HAUS1P1 HBEGF HDAC3 HINT1 HMHB1 HNRNPA0 HNRNPA1P13 HSPA4 HSPA9 HSPD1P18 IGIP IK IL13 IL3 IL4 IL5 IL9 IRF1 IRF1-AS1 JADE2 KCTD16 KDM3B KIF20A KIF3A KLHL3 LEAP2 LECT2 LINC01843 LINC01844 LINC02863 LINC02900 LINC02999 LRRTM2 MACROH2A1 MALINC1 MATR3 MEIKIN MIR1289-2 MIR3655 MIR3661 MIR3936 MIR3936HG MIR5197 MIR5692C1 MIR6830 MIR6831 MIR874 MTCYBP18 MTND3P25 MTND4LP30 MTND4P12 MTND5P11 MTND6P4 MYOT MZB1 NAMPTP2 NCOA4P4 NDFIP1 NDUFA2 NEUROG1 NME5 NPY6R NR3C1 NRG2 P4HA2 P4HA2-AS1 PAIP2 PCBD2 PCDH1 PCDH12 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA14 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 PCDHB1 PCDHB1-AS1 PCDHB10 PCDHB11 PCDHB12 PCDHB13 PCDHB14 PCDHB15 PCDHB16 PCDHB17P PCDHB18P PCDHB19P PCDHB2 PCDHB3 PCDHB4 PCDHB5 PCDHB6 PCDHB7 PCDHB8 PCDHB9 PCDHGA1 PCDHGA10 PCDHGA11 PCDHGA12 PCDHGA2 PCDHGA3 PCDHGA4 PCDHGA5 PCDHGA6 PCDHGA7 PCDHGA8 PCDHGA9 PCDHGB1 PCDHGB2 PCDHGB3 PCDHGB4 PCDHGB5 PCDHGB6 PCDHGB7 PCDHGB8P PCDHGB9P PCDHGC3 PCDHGC4 PCDHGC5 PDLIM4 PFDN1 PITX1 PITX1-AS1 PKD2L2 PKD2L2-DT PPP2CA PPP2CA-DT PROB1 PSD2 PSD2-AS1 PURA RAD50 RAPGEF6 REEP2 RELL2 RN7SKP246 RN7SKP64 RN7SL541P RN7SL68P RN7SL87P RNA5SP192 RNA5SP193 RNA5SP194 RNA5SP195 RNF14 RNU4-14P RNU5B-4P RNU6-1148P RNU6-1164P RNU6-1311P RNU6-236P RNU6-456P RNU6-460P RNU6-572P RNU6-757P RNU6-888P RNU7-156P RPL12P21 RPL36P11 RPL6P15 RPL7P19 RPL7P21 RPS12P10 RPS27AP10 RPS27AP18 SAR1B SEC24A SEPTIN8 SHROOM1 SIL1 SKP1 SLC22A4 SLC22A5 SLC23A1 SLC25A2 SLC25A48 SLC25A48-AS1 SLC35A4 SLC4A9 SMAD5 SMAD5-AS1 SMIM32 SMIM33 SNHG4 SNORA74A SNORA74D SNORD63 SNORD63B SOWAHA SPATA24 SPOCK1 SPRY4 SPRY4-AS1 SRA1 STING1 TAF7 TCF7 TGFBI TH2LCRR TIFAB TMCO6 TRPC7 TRPC7-AS1 TRPC7-AS2 TXNDC15 UBE2B UBE2D2 UQCRQ VDAC1 VTRNA1-1 VTRNA1-2 VTRNA1-3 VTRNA2-1 WDR55 WNT8A WSPAR YIPF5 ZCCHC10 ZMAT2 chr5q32 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr5q32 ABLIM3 ADRB2 AFAP1L1 ARHGEF37 ARSI ASS1P10 C5orf46 CAMK2A CARMN CDX1 CSF1R CSNK1A1 DPYSL3 EEF1GP2 FBXO38 FBXO38-DT GPR151 GRPEL2 GRPEL2-AS1 GRXCR2 HMGN1P16 HMGXB3 HTR4 IL17B JAKMIP2 JAKMIP2-AS1 KRT8P48 LARS1 LNPPS LOC124901221 MARCOL MFFP2 MIR143 MIR145 MIR378A MIR584 PCYOX1L PDE6A PDGFRB PGBD4P3 PLAC8L1 POU4F3 PPARGC1B PPP2R2B PPP2R2B-IT1 PRELID2 RBM27 RN7SKP145 RN7SL791P RN7SL868P RNA5SP196 RNU6-588P RNU6-732P RNU7-180P RPL29P14 RPL35AP16 RPL35AP17 RPL7P1 RPS20P4 SCGB3A2 SH3RF2 SH3TC2 SH3TC2-DT SLC26A2 SLC6A7 SPINK1 SPINK13 SPINK14 SPINK5 SPINK6 SPINK7 SPINK9 STK32A STK32A-AS1 TCERG1 TCOF1 TIGD6 TRPC6P2 chr5q33 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr5q33 ADAM19 ADRA1B ANXA6 APOOP1 ATOX1 ATOX1-AS1 ATP6V1G1P5 C1QTNF2 C5orf52 CCDC69 CCNJL CD74 CIR1P1 CLINT1 CLMAT3 CNOT8 CYFIP2 DCTN4 EBF1 ENSG00000249738 ENSG00000252458 ENSG00000254135 ENSG00000260581 ENSG00000275765 FABP6 FABP6-AS1 FAM114A2 FAM200C FAT2 FAXDC2 FNDC9 G3BP1 GALNT10 GAPDHP40 GARIN3 GEMIN5 GLRA1 GM2A GPX3 GRIA1 HAND1 HAVCR1 HAVCR2 HNRNPA3P7 IL12B IRGM ITK KIF4B LARP1 LINC01470 LINC01845 LINC01847 LINC01861 LINC01932 LINC01933 LINC02202 LINC02227 LSM11 MARK2P11 MED7 MFAP3 MIR1294 MIR1303 MIR146A MIR3141 MIR3142 MIR3142HG MIR378H MIR6499 MRPL22 MYOZ3 MYOZ3-AS1 NDST1 NDST1-AS1 NIPAL4 NIPAL4-DT NMUR2 PDGFRL2P PPP1R2B PTTG1 PWWP2A RBM22 RN7SKP232 RN7SL177P RN7SL655P RN7SL803P RNA5SP197 RNA5SP198 RNA5SP199 RNF145 RNU2-48P RNU4ATAC2P RNU6-260P RNU6-390P RNU6-556P RPL21P57 RPL36AP20 RPL6P32 RPLP1P6 RPS14 SAP30L SAP30L-AS1 SGCD SLC36A1 SLC36A2 SLC36A3 SLU7 SMIM3 SOX30 SPARC SYNPO THG1L TIMD4 TNIP1 TTC1 UBLCP1 ZNF300 ZNF300P1 chr5q34 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr5q34 ARL2BPP5 ATP10B CCNG1 ENSG00000253469 FBLL1 GABRA1 GABRA6 GABRB2 GABRG2 GLRXP3 HMMR HMMR-AS1 LINC01202 LINC01938 LINC01947 LINC02143 LINC02159 LINC03000 LSM1P2 MAT2B MIR103A1 MIR103B1 MIR218-2 MRPL57P6 NUDCD2 PANK3 RARS1 RN7SKP60 RNU6-164P RNU6-168P RNU6-209P RPL10P9 RPL21P59 RPL7P20 RPLP0P9 SLC2A3P1 SLIT3-AS2 TENM2 TENM2-AS1 WWC1 chr5q35 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr5q35 AACSP1 ADAMTS2 ARL10 ARL2BPP6 ARPP19P1 ATP6V0E1 B4GALT7 BNIP1 BOD1 BRCC3P1 BTNL3 BTNL8 BTNL9 C5orf47 C5orf58 C5orf60 CANX CBY3 CDC42P5 CDHR2 CEP192P1 CICP15 CLK4 CLTB CNOT6 COL23A1 CPEB4 CPLX2 CREBRF CTC-338M12.4 DBN1 DDX41 DOCK2 DOK3 DRD1 DUSP1 EFCAB9 EIF4E1B ENSG00000212529 ENSG00000248367 ENSG00000248469 ENSG00000249109 ENSG00000250274 ENSG00000253295 ENSG00000285914 ENSG00000288912 ERGIC1 F12 FAF2 FAM153A FAM153CP FAM193B FAM193B-DT FBXW11 FGF18 FGFR4 FLT4 FOXI1 FOXO1B GABRP GAPDHP71 GFPT2 GMCL2 GPRIN1 GRK6 GRM6 HEIH HIGD1AP3 HIGD2A HK3 HMGB3P22 HNRNPAB HNRNPH1 HRH2 INSYN2B KCNIP1 KCNIP1-AS1 KCNIP1-OT1 KCNMB1 KIAA1191 KLF3P1 KRT18P41 LCP2 LINC00847 LINC01187 LINC01366 LINC01411 LINC01484 LINC01485 LINC01574 LINC01863 LINC01942 LINC01944 LINC01951 LINC01962 LINC02222 LINC02995 LMAN2 LOC100289470 LTC4S MAML1 MAPK9 MGAT1 MGAT4B MIR1229 MIR1271 MIR340 MIR378E MIR3912 MIR4281 MIR4634 MIR4638 MIR5003 MIR585 MIR8056 MIR8089 MRNIP MRNIP-DT MSANTD5 MSX2 MXD3 N4BP3 NEURL1B NHP2 NIFKP2 NKX2-5 NOP16 NPM1 NSD1 NSG2 OR1X1P OR1X5P OR2AI1P OR2V1 OR2V2 OR2Y1 OR4F3 PDLIM7 PDLIM7-AS1 PFN3 PHYKPL PIGFP1 PRDX2P3 PRELID1 PRMT1P1 PROP1 PRR7 PRR7-AS1 RAB24 RACK1 RANBP17 RASGEF1C RGS14 RMND5B RN7SKP148 RN7SKP150 RN7SKP70 RN7SL339P RN7SL623P RN7SL646P RN7SL684P RNA5SP200 RNF130 RNF44 RNU1-17P RNU1-39P RNU6-1036P RNU6-226P RNU6-477P RNU6-500P RNU6-525P RNU6-705P RPL10P8 RPL12P22 RPL21P60 RPL23AP45 RPL26L1 RPL26L1-AS1 RPL7AP33 RPS15AP18 RPS29P12 RPSAP71 RUFY1 RUFY1-AS1 SCGB3A1 SEPTIN14P5 SFXN1 SH3PXD2B SIMC1 SIMC1P1 SLC34A1 SLIT3 SLIT3-AS1 SMIM23 SNCB SNORA70J SNORA74B SNORD95 SNORD96A SPDL1 SQSTM1 STC2 STK10 SUDS3P1 SUMO2P6 TBC1D9B THOC3 THOC3-AS1 TLX3 TMED9 TMEM69P2 TRIM41 TRIM52 TRIM52-AS1 TRIM7 TRIM7-AS1 TRIM7-AS2 TSPAN17 UBTD2 UIMC1 UNC5A USP12P1 WBP1LP4 ZFP2 ZFP62 ZNF346 ZNF346-IT1 ZNF354A ZNF354B ZNF354C ZNF454 ZNF454-DT ZNF879 chr6p11 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr6p11 ENSG00000225096 GAPDHP15 GUSBP4 LINC00680 LINC00680-GUSBP4 MIR548U POM121L14P PRIM2 RAB23 RBBP4P4 chr6p12 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr6p12 ACTG1P9 ADGRF1 ADGRF2 ADGRF4 ADGRF5 ADGRF5-AS1 ANKRD66 B3GNTL1P2 BAG2 BEND6 BMP5 C6orf141 CD2AP CD2AP-DT CENPQ CILK1 CLNS1AP1 COL21A1 CRISP1 CRISP2 CRISP3 CYP2AC1P CYP39A1 DEFB110 DEFB112 DEFB113 DEFB114 DEFB133 DHFRP6 DST DST-AS1 EEF1A1P42 EFHC1 ELOVL5 ENSG00000212532 ENSG00000226733 ENSG00000227885 ENSG00000231683 ENSG00000287485 ENSG00000288614 ENSG00000288646 ENSG00000291006 ERHP2 FAM83B FBXO9 FTH1P15 FTH1P5 GCLC GCLC-AS1 GCM1 GFRAL GLYATL3 GSTA1 GSTA10P GSTA11P GSTA12P GSTA2 GSTA3 GSTA4 GSTA5 GSTA6P GSTA7P GSTA8P GSTA9P HCRTR2 HMGB1P20 HMGCLL1 HNRNPA3P4 IL17A IL17F KIAA1586 KLHL31 KRASP1 LINC01564 LINCMD1 LRRC1 MCM3 MEP1A MIR133B MIR206 MIR5685 MLIP MLIP-AS1 MMUT MRPL30P1 NANOGP3 NPM1P36 OPN5 OSTCP6 PAQR8 PGK2 PKHD1 PLA2G7 PTCHD4 RBMXP1 RCAN2 RCAN2-DT RCC2P7 RHAG RN7SK RN7SKP116 RN7SKP256 RN7SL244P RN7SL580P RNU1-105P RNU1-136P RNU6-1023P RNU6-464P RNU6-626P RNU7-65P RPA3P2 RPL10P10 RPL17P26 RPL31P28 RPL31P33 RPL36P10 RPS16P5 RPS17P5 RPSAP44 SLC25A20P1 SLC25A27 SOD1P1 SREK1IP1P2 TDRD6 TDRD6-AS1 TFAP2B TFAP2D TINAG TINAG-AS1 TMEM14A TNFRSF21 TRAM2 TRAM2-AS1 ZNF451 ZNF451-AS1 chr6p21 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr6p21 AARS2 ABCC10 ABCF1 ABHD16A ADCY10P1 AGER AGPAT1 AIF1 ANKRD18EP ANKRD39P1 ANKS1A APOBEC2 APOM ARMC12 ATAT1 ATF6B ATP6V0CP3 ATP6V1G2 ATP6V1G2-DDX39B B3GALT4 BAG6 BAK1 BICRAL BLTP3A BNIP5 BRD2 BRPF3 BRPF3-AS1 BTBD9 BTBD9-AS1 BTNL2 BYSL C2 C2-AS1 C4A C4A-AS1 C4B C4B-AS1 C6orf132 C6orf136 C6orf15 C6orf226 C6orf47 C6orf47-AS1 C6orf89 CAPN11 CCDC167 CCHCR1 CCND3 CDC5L CDKN1A CDSN CFB CLIC1 CLIC5 CLPS CLPSL1 CLPSL2 CMTR1 CNPY3 COL11A2 COL11A2P1 COX6A1P2 CPNE5 CRIP3 CSNK2B CUL7 CUL9 CUTA CYCSP55 CYP21A1P CYP21A2 DAAM2 DAAM2-AS1 DAXX DDAH2 DDR1 DDR1-DT DDX39B DDX39B-AS1 DEF6 DHFRP2 DHX16 DINOL DLK2 DNAH8 DNAH8-AS1 DNAH8-DT DNPH1 DPRXP2 DXO E2F4P1 EGFL8 EHMT2 EHMT2-AS1 ENPP4 ENPP5 ENSG00000206977 ENSG00000212579 ENSG00000212586 ENSG00000226454 ENSG00000233183 ENSG00000252218 ENSG00000284954 ENSG00000289047 ENSG00000289456 ENSG00000289609 ENSG00000290049 ENSG00000290147 ETV7 ETV7-AS1 FANCE FGD2 FGFR3P1 FKBP5 FKBPL FLOT1 FOXP4 FOXP4-AS1 FRS3 GGNBP1 GLO1 GLP1R GNL1 GNMT GPANK1 GPSM3 GRM4 GTF2H4 GTPBP2 GUCA1A GUCA1ANB GUCA1B HCG20 HCG21 HCG22 HCG24 HCG25 HCG27 HCP5 HLA-B HLA-C HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPA2 HLA-DPA3 HLA-DPB1 HLA-DPB2 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB1-AS1 HLA-DQB2 HLA-DQB3 HLA-DRA HLA-DRB1 HLA-DRB5 HLA-DRB6 HLA-DRB9 HLA-S HLA-Z HMGA1 HNRNPA1P2 HSD17B8 HSP90AB1 HSPA1A HSPA1B HSPA1L HSPE1P11 HTATSF1P1 IER3 IER3-AS1 IFITM3P3 ILRUN ILRUN-AS1 IP6K3 ITPR3 KCNK16 KCNK17 KCNK5 KCTD20 KIF6 KIFC1 KLC4 KLC4-AS1 KLHDC3 KRT18P9 LAP3P2 LEMD2 LHFPL5 LINC00243 LINC00336 LINC00951 LINC01016 LINC01149 LINC01276 LINC01512 LINC02520 LINC02537 LINC02569 LINC02570 LINC02571 LINC02976 LINC03040 LOC102725019 LRFN2 LRRC73 LSM2 LST1 LTA LTB LY6G5B LY6G5C LY6G6C LY6G6D LY6G6E LY6G6F LY6G6F-LY6G6D LYPLA2P1 MAD2L1BP MAPK13 MAPK14 MCCD1 MDC1 MDC1-AS1 MDFI MDGA1 MEA1 MED20 MICA MICB MICB-DT MIR1236 MIR1275 MIR219A1 MIR3135B MIR3925 MIR3934 MIR4462 MIR4640 MIR4641 MIR4642 MIR4646 MIR4647 MIR5004 MIR5690 MIR586 MIR6721 MIR6780B MIR6832 MIR6833 MIR6834 MIR6835 MIR6873 MIR6891 MIR7111 MIR7159 MIR877 MKRN6P MLN MOCS1 MPIG6B MRPL14 MRPL2 MRPS10 MRPS18A MRPS18B MSH5 MSH5-SAPCD1 MTCH1 MTCO3P1 MUC21 MUC22 MUCL3 MYL12BP3 MYMX NAPGP2 NCR2 NCR3 NELFE NEU1 NFKBIE NFKBIL1 NFYA NOTCH4 NPM1P51 NRM NUDT19P4 NUDT3 OARD1 PACSIN1 PANDAR PBX2 PEX6 PFDN6 PGC PHF1 PI16 PIM1 PNPLA1 POLH POLH-AS1 POLR1C POLR2LP1 POU5F1 PPARD PPIAP9 PPIL1 PPP1R10 PPP1R18 PPP1R2P1 PPP2R5D PPT2 PPT2-EGFL8 PRICKLE4 PRPH2 PRR3 PRRC2A PRRT1 PSMB8 PSMB8-AS1 PSMB9 PSORS1C1 PSORS1C2 PSORS1C3 PTCRA PTK7 PTMAP1 PXT1 RAB44 RBM22P4 RGL2 RING1 RN7SKP186 RN7SL200P RN7SL26P RN7SL273P RN7SL285P RN7SL353P RN7SL403P RN7SL465P RN7SL502P RN7SL748P RN7SL811P RNA5SP206 RNA5SP207 RNF5 RNF8 RNU1-54P RNU1-61P RNU1-88P RNU6-1113P RNU6-1133P RNU6-250P RNU6-283P RNU6-603P RNU6-643P RNU6-754P RNU6-761P RNU6-850P RNU6-890P RNVU1-33 RNY3P15 RNY4P10 RPL10A RPL12P1 RPL12P2 RPL12P47 RPL15P4 RPL24P4 RPL29P16 RPL32P1 RPL32P15 RPL35AP4 RPL35P2 RPL36AP5 RPL36P9 RPL3P2 RPL7L1 RPL7P25 RPL7P4 RPS10 RPS10-NUDT3 RPS18 RPS2P28 RRP36 RSPH9 RUNX2 RUNX2-AS1 RXRB SAPCD1 SAPCD1-AS1 SAYSD1 SCIRT SCUBE3 SCUBE3-AS1 SFTA2 SKIC2 SLC22A7 SLC26A8 SLC29A1 SLC35B2 SLC39A7 SLC44A4 SMIM29 SMIM40 SNHG32 SNORA38 SNORD117 SNORD48 SNORD52 SNORD84 SNRPC SPATS1 SPDEF SRF SRPK1 SRSF3 STK19 STK19B STK38 SUPT3H SYNGAP1 SYNGAP1-AS1 TAF11 TAF8 TAP1 TAP2 TAPBP TBC1D22B TBCC TCF19 TCP11 TCTE1 TDRG1 TEAD3 TFEB TFGP1 TJAP1 TMEM151B TMEM217 TMEM217B TMEM63B TNF TNXA TNXB TOMM6 TREM1 TREM2 TREML1 TREML2 TREML3P TREML4 TREML5P TRERF1 TSBP1 TSBP1-AS1 TSPO2 TTBK1 TUBB TUBBP9 TULP1 UBR2 UNC5CL UQCC2 UQCRHP1 USP49 USP8P1 VARS1 VARS2 VEGFA VPS52 VWA7 WASF5P WDR46 XPO5 YIPF3 ZBTB12 ZBTB22 ZBTB9 ZDHHC20P2 ZFAND3 ZFAND3-DT ZNF318 ZNF70P1 ZNF76 chr6p22 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr6p22 ABT1 ACOT13 ALDH5A1 ARMH2 ARPC3P5 ASS1P1 ATXN1 ATXN1-AS1 BOLA2P3 BTN1A1 BTN1A1P1 BTN2A1 BTN2A2 BTN2A3P BTN3A1 BTN3A2 BTN3A3 C6orf62 CAP2 CARMIL1 CASC15 CD83P1 CDKAL1 CMAHP COX11P1 DCDC2 DDX18P3 DDX39BP1 DDX39BP2 DDX6P1 DEK DTNBP1 E2F3 E2F3-IT1 ENSG00000251830 ENSG00000275846 ENSG00000287359 ENSG00000288708 ENSG00000288887 ETF1P1 FAM8A1 GABBR1 GMNN GMPR GPLD1 GPR53P GPR89P GPX5 GPX6 GUSBP2 H1-1 H1-12P H1-2 H1-3 H1-4 H1-5 H1-6 H2AC1 H2AC10P H2AC11 H2AC12 H2AC13 H2AC14 H2AC15 H2AC16 H2AC17 H2AC2P H2AC3P H2AC4 H2AC5P H2AC6 H2AC7 H2AC8 H2AC9P H2BC1 H2BC10 H2BC11 H2BC12 H2BC13 H2BC14 H2BC15 H2BC16P H2BC17 H2BC2P H2BC3 H2BC4 H2BC5 H2BC6 H2BC6-AS1 H2BC7 H2BC8 H2BC9 H2BP5 H3C1 H3C10 H3C11 H3C12 H3C2 H3C3 H3C4 H3C5P H3C6 H3C7 H3C8 H3C9P H3P26 H4C1 H4C10P H4C11 H4C12 H4C13 H4C2 H4C3 H4C4 H4C5 H4C6 H4C7 H4C8 H4C9 HCG11 HCG14 HCG15 HCG17 HCG18 HCG4 HCG4B HCG4P8 HCG9 HCG9P5 HCP5B HDGFL1 HFE HLA-A HLA-E HLA-F HLA-F-AS1 HLA-G HLA-H HLA-J HLA-K HLA-L HLA-N HLA-P HLA-T HLA-U HLA-V HLA-W HMGN4 HNRNPA1P1 HNRNPA1P58 ID4 IFITM4P IMPDH1P9 IQCB2P JARID2 JARID2-AS1 JARID2-DT KAAG1 KATNBL1P5 KDM1B KIAA0319 KIF13A KRT18P1 KRT18P38 KRT8P43 LARP1P1 LARRPM LINC00240 LINC00533 LINC00581 LINC01012 LINC01015 LINC01556 LINC01623 LINC02543 LINC02828 LINC02829 LINC02980 LINC03003 LNC-LBCS LOC105374988 LOC124901296 LOC124901506 MAS1L MAS1LP1 MBOAT1 MCCD1P1 MCCD1P2 MCFD2P1 MDH1P2 MICC MICD MICE MICG MIR3143 MIR4639 MIR548A1 MIR548A1HG MOG MRPL42P2 MRS2 MTCO2P33 MYLIP NBAT1 NHLRC1 NKAPL NOP56P1 NRSN1 NUP153 NUP153-AS1 OR10C1 OR11A1 OR12D1 OR12D2 OR12D3 OR14J1 OR1F12P OR2AD1P OR2B2 OR2B3 OR2B4P OR2B6 OR2B7P OR2B8P OR2E1P OR2G1P OR2H1 OR2H2 OR2H4P OR2H5P OR2I1P OR2J1 OR2J2 OR2J3 OR2J4P OR2N1P OR2P1P OR2U1P OR2U2P OR2W1 OR2W1-AS1 OR2W2P OR2W4P OR2W6P OR5V1 PAIP1P1 PGBD1 POLR1H POLR1HASP POM121L2 POM121L6P PPIAP29 PPP1R11 PRELID1P2 PRL PRSS16 RANP1 RBM24 RIPOR2 RN7SKP240 RN7SL128P RN7SL334P RN7SL471P RNA5SP204 RNA5SP205 RNF144B RNF39 RNU2-45P RNU2-62P RNU6-1060P RNU6-1114P RNU6-141P RNU6-150P RNU6-190P RNU6-263P RNU6-391P RNU6-471P RNU6-502P RNU6-522P RNU6-645P RNU6-801P RNU6-930P RNU6-987P RNU7-26P RPL10P2 RPL13AP RPL13P RPL21P61 RPL21P68 RPL23AP1 RPL29P17 RPL36AP25 RPL5P20 RPL6P18 RPL7AP7 RPL7P26 RPL8P1 RPLP2P1 RPP21 RPS17P1 RPSAP2 RSL24D1P1 SAR1AP1 SCAND3 SCGN SLC17A1 SLC17A2 SLC17A3 SLC17A4 SMIM15P2 SNORD32B SOX4 SPTLC1P2 STMND1 SUCLA2P1 SUMO2P1 SUMO2P13 TDP2 TMEM183AP1 TMPOP1 TOB2P1 TPMT TRIM10 TRIM15 TRIM26 TRIM26BP TRIM27 TRIM31 TRIM31-AS1 TRIM38 TRIM39 TRIM39-RPP21 TRIM40 UBD UBDP1 UBQLN1P1 UQCRFS1P3 VN1R10P VN1R11P VN1R12P VN1R13P ZBED9-AS1 ZDHHC20P1 ZFP57 ZKSCAN3 ZKSCAN4 ZKSCAN8 ZKSCAN8P1 ZKSCAN8P2 ZNF165 ZNF184 ZNF204P ZNF311 ZNF322 ZNF391 ZNF602P ZNF603P ZNF90P2 ZSCAN12 ZSCAN12P1 ZSCAN16 ZSCAN16-AS1 ZSCAN23 ZSCAN26 ZSCAN31 ZSCAN9 chr6p23 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr6p23 CD83 GFOD1 GFOD1-AS1 LINC01108 MCUR1 MRPL35P1 NOL7 RANBP9 RN7SKP204 RN7SL332P RNF182 RNU6-793P RNU7-133P RPL6P17 RPS4XP7 SIRT5 chr6p24 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr6p24 ADTRP AMD1P4 BLOC1S5 BLOC1S5-TXNDC5 BMP6 C6orf52 CAGE1 DSP DSP-AS1 EDN1 EEF1E1 EEF1E1-BLOC1S5 ELOVL2 ELOVL2-AS1 ENSG00000207419 ENSG00000215022 ERVFRD-1 GCM2 GCNT2 GCNT2P1 HIVEP1 HNRNPLP1 HULC LINC00518 LINC02522 LINC02530 MAK MIR5689 MIR5689HG MRPL48P1 NEDD9 OFCC1 PAK1IP1 PHACTR1 PIP5K1P1 RIOK1 RN7SKP293 RNA5SP203 RNU1-11P RNU1-64P RNU6ATAC21P RPL15P3 RPL21P62 RPL21P63 RPL29P1 RPL7AP36 RPL7L1P20 RPS26P29 RPS3P4 RREB1 SLC35B3 SMIM13 SNRNP48 SSR1 SUMO2P12 SYCP2L TBC1D7 TFAP2A TFAP2A-AS1 TFAP2A-AS2 THAP12P5 TMEM14B TMEM14B-DT TMEM14C TMEM170B TXNDC5 chr6p25 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr6p25 ANKRD18FP BPHL BTF3P7 CDYL CDYL-AS1 CNN3P1 DUSP22 ECI2 ECI2-DT ELF2P2 ENSG00000228793 ENSG00000231811 ENSG00000270174 EXOC2 F13A1 FAM136BP FAM217A FAM50B FARS2 FARS2-AS1 FOXC1 FOXCUT FOXF2 FOXF2-DT FOXQ1 GLRX3P2 GMDS GMDS-DT HMGN2P28 HNRNPA1P37 HTATSF1P2 HUS1B IRF4 KU-MEL-3 LINC01011 LINC01394 LINC01600 LINC01622 LINC02521 LINC02525 LINC02533 LINC03066 LY86 LY86-AS1 LYRM4 LYRM4-AS1 MARK2P18 MIR3691 MIR4645 MIR5683 MIR6720 MIR7853 MYLK4 NQO2 NQO2-AS1 NRN1 OR4F1P PKMP5 PPP1R3G PRPF4B PSMC1P11 PSMG4 PXDC1 RIPK1 RN7SL221P RN7SL352P RN7SL554P RNA5SP201 RNA5SP202 RPL34P16 RPP40 RPS18P8 RPS25P7 SEPTIN14P6 SERPINB1 SERPINB6 SERPINB8P1 SERPINB9 SERPINB9P1 SLC22A23 SNAPC5P1 TDGF1P4 TEX56P TUBB2A TUBB2B TUBB2BP1 WBP1LP12 WRNIP1 chr6q11 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr6q11 DHFRP5 GAPDHP41 KHDRBS2 KHDRBS2-OT1 PRIM2BP RBBP4P3 chr6q12 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr6q12 ADGRB3 ADGRB3-DT ADH5P4 EEF1B2P5 ENSG00000212229 ENSG00000223504 ENSG00000285976 ENSG00000288712 EYS FKBP1C GCNT1P4 HNRNPDP2 LGSN LINC02549 NUFIP1P1 PHF3 PTP4A1 RNA5SP208 RNU6-280P RNU7-66P RPL7AP34 RPL9P18 SCAT8 SLC25A51P1 SPTLC1P3 ZC3H11C chr6q13 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr6q13 B3GAT2 BECN1P2 CD109 CD109-AS1 CGAS COL19A1 COL9A1 DDX43 DPPA5 EEF1A1 EEF1A1-AS1 EIF3EP1 ENSG00000223786 ENSG00000287300 FAM135A FAM135A-AS1 FAM136FP GAPDHP42 KCNQ5 KCNQ5-AS1 KCNQ5-DT KHDC1 KHDC1-AS1 KHDC1L KHDC1P1 KHDC3L KNOP1P4 KRT19P1 LINC00472 LINC01610 LINC01626 LMBRD1 LOC124901508 LYPLA1P3 MIR30A MIR30C2 MIR4282 MTO1 NDUFAB1P1 NGRNP2 NPM1P37 NUP50P4 OGFRL1 OOEP OOEP-AS1 PAICSP3 PGAM1P10 RBPMS2P1 RIMS1 RN7SL827P RNU4-66P RNU6-411P RNU6-975P RNU7-48P RPL37P15 RPL39P3 RPS27P15 RPS6P8 RPSAP41 SDCBP2P1 SDHAF4 SLC17A5 SLC25A6P6 SMAP1 TXNP7 chr6q14 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr6q14 AK4P5 BCKDHB CEP162 CGA COL12A1 COX7A2 CYB5R4 DBIP1 DOP1A DUTP5 ELOVL4 ENSG00000271945 ENSG00000272008 FILIP1 GAPDHP63 H3P27 HMGB1P39 HMGN3 HMGN3-AS1 HSPD1P10 HTR1B HTR1E IBTK IMPG1 IRAK1BP1 KRT18P64 LAP3P1 LCA5 LCAL1 LINC01526 LINC01611 LINC01621 LINC02535 LINC02540 LINC02542 LINC02857 LOC124901509 ME1 MEI4 MIR4463 MRAP2 MTHFD2P2 MYO6 NDUFA5P9 NT5E PGM3 PHIP PKMP3 PRSS35 RAB1AP2 RCN1P1 RIPPLY2 RN7SKP163 RN7SKP209 RN7SL643P RNA5SP209 RNA5SP210 RNU1-34P RNU4-12P RNU4-72P RNU6-1016P RNU6-130P RNU6-1338P RNU6-155P RNU6-248P RNU6-261P RNU6-84P RPL17P25 RPL26P20 RPL31P32 RPL35AP18 RPL7P27 RPL7P29 RPS6P7 RPSAP72 RWDD2A SENP6 SH3BGRL2 SMARCE1P2 SMIM11P1 SNAP91 SNHG5 SNORA70 SNORD50B SNX14 SYNCRIP TBX18 TBX18-AS1 TENT5A TMEM30A TMEM30A-DT TPBG TPT1P6 TTK UBE2V1P15 UBE3D ZNF292 chr6q15 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr6q15 ACTBP8 AKIRIN2 ANKRD6 BACH2 C6orf163 CASC6 CASP8AP2 CFAP206 CNR1 DNAJC19P6 ENSG00000238628 ENSG00000286871 GABRR1 GABRR2 GJA10 GJB7 LOC124901505 LYRM2 MAP3K7 MDN1 MDN1-AS1 MIR4464 MIR4643 MTATP6P25 MTCO1P56 MTND4LP19 NACAP7 ORC3 PIMREGP3 PM20D2 PNRC1 PNRC1-DT RARS2 RN7SKP110 RN7SL11P RN7SL183P RN7SL336P RN7SL415P RNGTT RNU2-61P RNU6-444P RPL22P14 RPL5P19 RRAGD SLC35A1 SMIM8 SNORA73 SPACA1 SRSF12 ST13P16 TUBB3P1 UBE2J1 chr6q16 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr6q16 ACTG1P18 ASCC3 ATF1P1 BDH2P1 CCNC COPS5P1 COQ3 CYCSP17 EEF1GP6 EIF4EBP2P3 ENSG00000202283 ENSG00000271860 ENSG00000287397 EPHA7 FAXC FBXL4 FHL5 FUT9 GPR63 GRIK2 HACE1 KLHL32 KRT18P50 LIN28B LIN28B-AS1 LINC02531 LOC124901507 MANEA MANEA-DT MCHR2 MCHR2-AS1 MIR2113 MIR548AI MMS22L MTCYBP36 NDUFAF4 NPM1P10 NPM1P38 PNISR PNISR-AS1 POU3F2 PRDM13 PRDX2P4 R3HDM2P2 RN7SL509P RN7SL797P RNU4-70P RNU6-897P RPS7P8 SIM1 SIM1-AS1 TSTD3 TYMSP1 UFL1 UFL1-AS1 USP45 chr6q21 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr6q21 AFG1L AK9 AMD1 ARMC2 ARMC2-AS1 ATG5 ATP5MFP2 BEND3 BRD7P4 BVES BVES-AS1 CCDC162P CCN6 CD164 CD24 CDC40 CDK19 CEP57L1 CNN2P9 CRYBG1 DDO ENSG00000282408 ENSG00000289020 FAM229B FCF1P10 FCF1P5 FEM1AP3 FIG4 FOXO3 FYN GPR6 GSTM2P1 GTF3C6 HDAC2 HDAC2-AS2 KRT18P65 LAMA4 LAMA4-AS1 LINC00222 LINC02518 LINC02526 LINC02527 LINC02532 LINC02541 LINC02836 LINC02880 MARCKS METTL24 MFSD4B MFSD4B-DT MICAL1 MIR587 MROCKI MTHFD2P3 MTRES1 NR2E1 NUDT19P3 OSTM1 OSTM1-AS1 PA2G4P5 PDSS2 POPDC3 PPIL6 PRDM1 PREP PTCHD3P3 QRSL1 RBISP4 REV3L REV3L-IT1 RFPL4B RN7SKP211 RN7SL47P RN7SL617P RNA5SP211 RNA5SP212 RNU6-1106P RNU6-1115P RNU6-1144P RNU6-1163P RNU6-117P RNU6-1226P RNU6-1299P RNU6-344P RNU6-437P RNU6-527P RNU6-653P RNU6-770P RNU6-957P RNU6-960P RNY3P11 RPF2 RPL21P65 RPL23AP50 RPL35P3 RPL36AP24 RPL3P7 RPL7AP35 RPL7P28 RPS24P12 RPS27AP11 RPSAP43 RPSAP45 RTN4IP1 SCML4 SEC63 SESN1 SLC16A10 SLC22A16 SMPD2 SNORA40C SNORA73 SNX3 SOBP SOCS5P5 SUMO2P8 TRAF3IP2 TRAF3IP2-AS1 TUBE1 WASF1 ZBTB24 ZBTB24-DT ZPR1P1 chr6q22 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr6q22 ARHGAP18 ASF1A ATP5MGP2 B3GALNT2P1 BMPR1AP1 BRD7P3 C6orf58 CALHM4 CALHM5 CALHM6 CALHM6-AS1 CBX3P9 CENPW CEP85L CLVS2 COL10A1 COX6A1P3 DCBLD1 DNAJA1P4 DSE ECHDC1 EEF1DP5 ENSG00000286339 ENSG00000287258 FABP7 FAM162B FAM184A FRK GJA1 GOPC GPRC6A HDDC2 HEY2 HEY2-AS1 HINT3 HMGB3P18 HS3ST5 HSF2 KIAA0408 KPNA5 KRT18P22 LAMA2 LINC02523 LINC02534 LINC02536 LNCPOIR MAN1A1 MCM9 MESTP1 MIR3144 MIR548B MIR588 MRPS17P5 NCOA7 NCOA7-AS1 NEPNP NIP7P3 NKAIN2 NT5DC1 NUS1 PKIB PLN PPP1R14BP5 PRELID1P1 PTPRK PTPRK-AS1 RAP1BP3 RFX6 RN7SKP18 RN7SKP51 RN7SKP56 RN7SL564P RNA5SP213 RNA5SP214 RNA5SP215 RNA5SP216 RNA5SP217 RNF146 RNF217 RNF217-AS1 RNU1-18P RNU2-8P RNU4-35P RNU4-76P RNU6-1286P RNU6-194P RNU6-200P RNU6-214P RNU6-253P RNU6-475P RNU6-861P ROS1 RPL13AP15 RPL17P23 RPL21P64 RPL23AP48 RPL29P4 RPL5P18 RPL5P21 RPS29P13 RPS4XP9 RSPH4A RSPO3 RWDD1 SELENOKP3 SERINC1 SLC25A5P7 SLC35F1 SMPDL3A SOGA3 SSXP10 TBC1D32 THEMIS TMEM244 TPD52L1 TPI1P3 TRAPPC3L TRDN TRDN-AS1 TRMT11 TSPYL1 TSPYL4 VGLL2 YAP1P3 YWHAZP4 ZUP1 chr6q23 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr6q23 AHI1 AHI1-DT AKAP7 ALDH8A1 ARFGEF3 ARG1 BCLAF1 BTF3L4P3 CCN2 CCNG1P1 CHCHD2P4 COX5BP2 CT69 CTAGE9 EEF1A1P36 ENPP1 ENPP3 ENSG00000201807 ENSG00000286313 ENSG00000287094 ENSG00000288529 ENSG00000289312 EPB41L2 EYA4 FAM8A6P FTH1P26 GAPDHP73 HBS1L HLFP1 HMGA1P7 HMGB1P13 HMGB1P17 HSPE1P21 IFNGR1 IL20RA IL22RA2 KRT8P42 L3MBTL3 LINC00326 LINC01010 LINC01013 LINC01312 LINC02524 LINC02539 LINC02865 LINC03002 LINC03004 MAP3K5 MAP3K5-AS1 MAP3K5-AS2 MAP7 MAP7-AS1 MED23 MEMO1P2 MIR3662 MIR548A2 MIR548AJ1 MIR548H5 MOXD1 MTCYBP4 MTFR2 MYB MYB-AS1 NDUFS5P1 NHEG1 OLIG3 OR2A4 PBOV1 PDE7B PDE7B-AS1 PERP PEX7 PTPN11P3 RBM11P1 RN7SKP245 RN7SKP299 RN7SL408P RNA5SP218 RNA5SP219 RNU4-18P RPL15P9 RPL21P66 RPL21P67 RPL23AP46 RPL35AP3 RPL7AP37 RPS12 RPS29P32 RPSAP42 SAMD3 SELENOKP2 SGK1 SIMALR SLC18B1 SLC2A12 SLC35D3 SMLR1 SNORA33 SNORD100 SNORD101 STX7 TAAR1 TAAR2 TAAR3P TAAR4P TAAR5 TAAR6 TAAR7P TAAR8 TAAR9 TARID TBPL1 TCF21 TMEM200A TNFAIP3 VNN1 VNN2 VNN3P WAKMAR2 chr6q24 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr6q24 ABRACL ACKR4P1 ADAT2 ADGB ADGB-DT ADGRG6 AIG1 ATP5PBP6 CCDC28A CCDC28A-AS1 CITED2 CYP51A1P3 ECT2L ENSG00000226249 ENSG00000236366 EPM2A EPM2A-DT FBXO30 FILNC1 FUCA2 FUNDC2P3 GJE1 GRM1 HEBP2 HECA HIVEP2 HIVEP2-DT HYMAI KATNBL1P6 LINC01277 LINC01625 LINC02919 LINC02941 LTV1 LUADT1 MARCKSL1P2 MIR3145 MIR3668 MIR4465 MRPL42P3 MTCH1P1 NHSL1 NHSL1-AS1 NMBR NMBR-AS1 PARLP2 PEX3 PHACTR2 PHACTR2-AS1 PLAGL1 RAB32 REPS1 RN7SKP106 RNA5SP220 RNA5SP221 RNA5SP222 RNU1-33P RNU6-1222P RNU6-906P RPS3AP23 RPS3AP24 SAMD5 SASH1 SF3B5 SHPRH SMIM28 STX11 STXBP5 STXBP5-AS1 TPT1P4 TUBB8P2 TXLNB UTRN VDAC1P8 VTA1 YAP1P1 ZC2HC1B chr6q25 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr6q25 ACAT2 AIRN AKAP12 AMZ2P2 ARID1B ARL4AP5 ARMT1 BTBD10P2 BTF3P10 C11orf98P2 CACYBPP3 CCDC170 CCT7P1 CHP1P2 CLDN20 CNKSR3 DYNLT1 ENSG00000202343 ENSG00000216621 ENSG00000238594 ENSG00000271551 ENSG00000278899 ENSG00000285492 ENSG00000287260 ENSG00000287591 ESR1 EZR EZR-AS1 FABP12P1 FBXO5 FNDC1 FNDC1-AS1 FNDC1-IT1 GINM1 GTF2H5 H3P28 HMGB3P19 HNRNPH1P1 HSPA8P15 HSPD1P16 HSPE1P26 IGF2R IPCEF1 IYD KATNA1 LATS1 LDHAL6FP LINC02529 LINC02840 LINC02901 LPAL2 LRP11 MAS1 MIR1202 MIR1273C MIR3692 MIR3918 MIR4466 MIR7161 MRPL18 MTATP6P31 MTCO2P31 MTCO3P31 MTHFD1L MTND3P20 MTND4LP20 MTND4P13 MTRES1P1 MTRF1L MYCT1 NANOGP11 NOX3 NUP43 OPRM1 OSTCP1 PCMT1 PDCL3P5 PHB1P1 PLEKHG1 PNLDC1 PPIL4 PPP1R14C RAET1E RAET1E-AS1 RAET1G RAET1K RAET1L RAET1M RGS17 RMND1 RN7SKP268 RN7SL173P RN7SL234P RNA5SP223 RNA5SP224 RNA5SP225 RNU4-7P RNU4ATAC18P RNU6-1247P RNU6-293P RNU6-300P RNU6-302P RNU6-786P RNU6-813P RNU6-824P RNU6-896P RNU7-152P RNU7-3P RNY4P20 RPL17P24 RPL21P69 RPL31P29 RPL32P16 RPS18P9 RPS4XP8 RPSAP40 RSPH3 SCAF8 SERAC1 SLC22A1 SLC22A2 SLC22A3 SNORA20 SNORA29 SNORD28B SNRPEP6 SNX9 SNX9-AS1 SOD2 SOD2-OT1 SRP72P2 SSR1P1 SUMO4 SYNE1 SYNE1-AS1 SYNJ2 SYNJ2-IT1 SYTL3 TAB2 TAB2-AS1 TAGAP TAGAP-AS1 TATDN2P2 TCP1 TFB1M TIAM2 TMEM181 TMEM242 TMEM242-DT TUBB4BP7 TULP4 ULBP1 ULBP2 ULBP3 UST UST-AS1 UST-AS2 VIP WTAP ZBTB2 ZC3H12D ZDHHC14 chr6q26 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr6q26 AGPAT4 CAHM ENSG00000286498 KRT8P44 LPA MAP3K4 MAP3K4-AS1 PACRG PACRG-AS1 PACRG-AS2 PACRG-AS3 PLG PRKN QKI RN7SL366P chr6q27 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr6q27 AFDN AFDN-DT C6orf118 C6orf120 CCR6 CEP43 CTAGE13P DACT2 DLL1 DYNLT2 ENSG00000229720 ENSG00000230960 ENSG00000232197 ENSG00000234519 ENSG00000234647 ENSG00000237987 ENSG00000269155 ENSG00000286760 ENSG00000287189 ENSG00000289090 ENSG00000289623 ENSG00000289838 ERMARD FAM120B FRMD1 GAPDHP72 GNG5P1 GPR31 HNRNPA1P49 HPAT5 KIF25 KIF25-AS1 LINC00242 LINC00574 LINC00602 LINC01558 LINC01615 LINC01624 LINC02487 LINC02519 LINC02538 LINC02544 LNCDAT LOC101929297 LOC285804 MIR1913 MIR3939 MIR4644 MPC1 MPC1-DT OR4F7P PDCD2 PDE10A PHF10 PRR18 PSMB1 RAMACL RNA5SP226 RNASET2 RNU6-153P RNU6-730P RPL12P23 RPL23AP47 RPS6KA2 RPS6KA2-AS1 RPS6KA2-IT1 SFT2D1 SMOC2 TBP TBXT TCP10L2 TCP10L3 THBS2 THBS2-AS1 TTLL2 UNC93A VTA1P1 WBP1LP8 WDR27 chr7p11 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr7p11 BSNDP4 CALM1P2 CCNJP1 CCT6A CDC42P2 CHCHD2 CICP11 CICP12 CICP28 CICP8 EGFR EGFR-AS1 ELDR ENSG00000228735 ENSG00000233288 ENSG00000234089 ENSG00000286477 ENSG00000287517 ENSG00000291021 FKBP9P1 GPCPD1P1 GUSBP10 GUSBP12 IFITM3P4 LANCL2 LINC01445 LINC02854 MIR3147 MIR3147HG MIR4283-1 MRPS17 MTATP6P10 MTATP6P8 MTCO1P10 MTCO2P10 MTCO3P10 MTCO3P4 MTCYBP29 MTCYBP5 MTND1P4 MTND2P6 MTND4LP32 MTND4P4 MTND4P5 MTND5P6 MTND5P7 MTND6P29 NCOR1P3 NIPSNAP2 NMD3P2 NUPR2 PHKG1 PHKG1P4 PSPH PSPHP1 RBM22P3 RNU6-1052P RNU6-1125P RNU6-1126P RNU6-1335P RNU6-389P RNU7-157P RPL31P35 SAPCD2P2 SEC61G SEC61G-DT SEPTIN14 SEPTIN14P24 SEPTIN7P15 SLC25A5P3 SLC29A4P1 SNORA15 SNORA22B SUMF2 SUMO2P3 TNRC18P3 TRIM60P16 TUBBP6 VN1R25P VN1R28P VOPP1 VOPP1-DT VSTM2A VSTM2A-OT1 ZNF479 ZNF713 ZNF716 chr7p12 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr7p12 ABCA13 ADCY1 C7orf57 CCDC201 CDC14C CICP17 CICP20 COBL DDC DDC-AS1 DDX43P2 ENSG00000201133 ENSG00000228627 ENSG00000233539 ENSG00000237471 ENSG00000253028 ENSG00000286315 ENSG00000286658 EPS15P1 FIGNL1 FTLP15 GDI2P1 GNL2P1 GRB10 GTF2IP13 HAUS6P1 HAUS6P3 HMGN1P19 HUS1 IGFBP1 IGFBP3 IKZF1 LINC00525 LINC01446 LINC01447 LINC02838 LINC02902 MRPL42P4 PKD1L1 PKD1L1-AS1 POM121L12 RAC1P9 RN7SKP218 RN7SL292P RNF138P2 RNU1-14P RNU2-29P RNU6-1091P RNU6-241P RNU6-326P ROBO2P1 RPL7L1P2 RRBP1P1 SEPTIN7P2 SGO1P2 SPATA48 SRSF8CP SUN3 TNS3 TTC4P1 UPP1 VWC2 ZNF619P1 ZPBP chr7p13 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr7p13 AEBP1 BLVRA CAMK2B CCM2 COA1 DBNL DDX56 ELK1P1 GCK H2AZ2 H2AZ2-DT LINC00957 LUARIS MIR4649 MIR4657 MIR6837 MIR6838 MRPS24 MYL7 MYO1G NACAD NPC1L1 NUDCD3 OGDH PGAM2 POLD2 POLM POLR2J4 PPIA PURB RAMP3 RASA4CP RASA4EP RNA5SP230 RNU6-1097P RPL32P18 RPL36AP27 SNHG15 SNORA5A SNORA5B SNORA5C SNORA9 SPDYE1 SPDYE1-AS1 STK17A TBRG4 TMED4 TUBG1P UBE2D4 UPK3BL3P URGCP URGCP-MRPS24 YKT6 ZMIZ2 chr7p14 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr7p14 ADCYAP1R1 AMPH ANLN AOAH AOAH-IT1 AQP1 AVL9 BBS9 BMPER C7orf25 CDCA3P1 CDK13 CDK13-DT CHN2 CHN2-AS1 CICP22 CPVL CPVL-AS1 CPVL-AS2 CRHR2 DPY19L1 DPY19L1P1 DPY19L1P2 DPY19L2P1 DPY19L2P3 EEPD1 ELMO1 ELMO1-AS1 ENSG00000231418 ENSG00000232930 ENSG00000236494 ENSG00000238906 ENSG00000261184 ENSG00000286847 EPDR1 FAM183BP FKBP14 FKBP14-AS1 FKBP9 GARS1 GARS1-DT GGCT GHRHR GLI3 GPR141 GPR141BP GTF3C6P3 HECW1 HECW1-IT1 HERPUD2 HERPUD2-AS1 HMGN2P30 INHBA INHBA-AS1 INMT INMT-MINDY4 ITPRID1 KBTBD2 KRT8P20 LINC00265 LINC00997 LINC01176 LINC01448 LINC01449 LINC01450 LINC03013 LSM5 MARK2P13 MATCAP2 MINDY4 MIR1200 MIR3943 MIR548N MIR550A1 MIR550A2 MIR550A3 MIR550B1 MIR550B2 MPLKIP MRPL32 MTURN NANOGP4 NCAPD2P1 NECAP1P1 NEUROD6 NME8 NOD1 NPM1P18 NPSR1 NPSR1-AS1 NT5C3A PDE1C PLEKHA8 POU6F2 POU6F2-AS1 POU6F2-AS2 PPP1R14BP4 PPP1R17 PRR15 PRR15-DT PSMA2 RALA RN7SL132P RN7SL496P RN7SL505P RN7SL83P RNA5SP229 RNU6-1085P RNU6-388P RNU6-438P RNU6-565P RNU6-575P RNU6-719P RNU7-35P RP9 RP9P RPL7AP78 RPL7P31 RPS10P14 RPS17P13 RPS27P16 RPS29P14 RWDD4P2 S100A11P2 SCRN1 SEPTIN7 SEPTIN7-DT SEPTIN7P3 SFRP4 SLC25A5P5 SNORA20B SNX2P2 SSBP3P1 STARD3NL SUGCT SUGCT-AS1 TARP TBX20 TCP1P1 THUMPD3P1 TMSB4XP3 TMX1P1 TRG-AS1 TRGC1 TRGC2 TRGJ1 TRGJ2 TRGJP TRGJP1 TRGJP2 TRGV1 TRGV10 TRGV11 TRGV2 TRGV3 TRGV4 TRGV5 TRGV5P TRGV6 TRGV7 TRGV8 TRGV9 TRGVA TRGVB TRIL TRPC6P10 VPS41 WIPF3 YAE1 YAE1-DT ZNRF2 ZNRF2P1 ZNRF2P2 chr7p15 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr7p15 AK3P3 ASS1P11 C7orf31 CBX3 CCDC126 CDCA7L CLK2P1 CREB5 CYCS DNAH11 EEF1A1P6 EIF4HP1 ENSG00000260951 EVX1 EVX1-AS FAM221A FCF1P1 GPNMB GSDME HIBADH HMGB3P20 HNRNPA1P73 HNRNPA2B1 HOTAIRM1 HOTTIP HOXA-AS2 HOXA-AS3 HOXA1 HOXA10 HOXA10-AS HOXA11 HOXA11-AS HOXA13 HOXA2 HOXA3 HOXA4 HOXA5 HOXA6 HOXA7 HOXA9 HYCC1 IGF2BP3 IL6 IL6-AS1 JAZF1 JAZF1-AS1 KIAA0087 KLHL7 KLHL7-DT LINC02860 LINC02981 LINC03007 LINC03095 LOC124901858 MALSU1 MIR1183 MIR148A MIR196B MTCYBP42 NFE2L3 NHP2P2 NPVF NPY NUP42 OSBPL3 PALS2 PCMTD1P3 PPIAP80 PSMC1P2 RAPGEF5 RN7SL542P RNA5SP227 RNA5SP228 RNU1-15P RNU6-1103P RNU6-979P RNU7-143P RPL12P10 RPL35P4 RPL7AP38 RPL7AP41 RPS2P32 SKAP2 SNHG26 SNORD65C SNORD93 SNRPCP19 SNX10 SNX10-AS1 SP4 STEAP1B STEAP1B-AS1 STK31 SUMO2P14 TAX1BP1 TAX1BP1-AS1 TOMM7 TPM3P4 TPT1P7 TRA2A TSEN15P3 chr7p21 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr7p21 ABCB5 AGMO AGR2 AGR3 AHR ANKMY2 ARL4A BRWD1P3 BZW2 CCNB2P1 COL28A1 CRPPA CRPPA-AS1 DGKB EEF1A1P26 EEF1A1P27 ENSG00000199470 ENSG00000200753 ENSG00000226097 ENSG00000226690 ENSG00000237070 ENSG00000289189 ETV1 FERD3L GAPDHP68 GIRGL GLCCI1 GLCCI1-DT GTF3AP5 HDAC9 HDAC9-AS1 HSPA8P8 ICA1 ICA1-AS1 ITGB8 ITGB8-AS1 LINC01162 LINC02587 LINC02888 LINC02889 LINC03016 LOC124901860 LRRC72 MACC1 MACC1-AS1 MEOX2 MGC4859 MIOS MIOS-DT MIR1302-6 MIR3146 MRM3P2 NDUFA4 NPM1P11 NPM1P13 NXPH1 PER3P1 PHF14 POLR1F PRPS1L1 RAD17P1 RBMX2P4 RN7SKP228 RN7SKP266 RNU6-534P RPA3 RPL21P75 RPL23AP52 RPL23P8 RPL36AP26 RPL36AP29 RPL6P21 RPS26P30 SCIN SNORA63 SNX13 SOSTDC1 SP8 SSBL5P TAS2R2P THRAP3P3 THSD7A TMEM106B TMEM196 TSPAN13 TWIST1 UMAD1 VWDE chr7p22 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr7p22 ACTB ADAP1 AIMP2 ALG1L5P AMZ1 ANKRD61 AP5Z1 BRAT1 C1GALT1 C7orf50 CARD11 CARD11-AS1 CCZ1 CCZ1B CHST12 COX19 CYP2W1 CYP3A54P CYTH3 DAGLB DNAAF5 EIF2AK1 EIF3B ELFN1 ELFN1-AS1 ENSG00000228334 ENSG00000249574 ENSG00000286710 ENSG00000287342 ENSG00000289352 EVA1CP3 FAM157D FAM20C FAM220A FAM86LP FBXL18 FOXK1 FOXL3 FSCN1 GET4 GNA12 GPER1 GPR146 GRID2IP GRIFIN IMMP1LP3 INTS1 INTS15 IQCE KDELR2 KIF19BP LFNG LINC02983 LINC03014 LINC03015 LINC03073 LNCRI LOC105375115 MAD1L1 MAFK MICALL2 MICALL2-DT MIR339 MIR3683 MIR4648 MIR4655 MIR4656 MIR589 MIR6836 MIR6874 MMD2 MRM2 NGRNP3 NUDT1 OCM OR10AH1P OR7E136P OR7E39P OR7E59P PAPOLB PDGFA PDGFA-DT PMS2 PMS2CL PRKAR1B PRKAR1B-AS1 PRKAR1B-AS2 PSMG3 PSMG3-AS1 RAC1 RADIL RBAK RBAK-RBAKDN RBAKDN RN7SKP130 RN7SL556P RN7SL851P RNF216 RNF216-IT1 RNF216P1 RNU6-215P RNU6-218P RPL21P72 RPL22P16 RPL31P34 RPSAP73 RSPH10B RSPH10B2 SAGSIN1 SDK1 SDK1-AS1 SLC29A4 SNORA80D SNX8 SPDYE19P SPDYE20P SUN1 TFAMP1 TMEM184A TNRC18 TTYH3 UNC93B2 UNCX USP42 WIPI2 ZDHHC4 ZFAND2A ZFAND2A-DT ZNF12 ZNF316 ZNF815P ZNF853 ZNF890P chr7q11 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr7q11 ABCF2P2 ABHD11 APTR ARAFP1 ARAFP2 ARAFP3 ASL AUTS2 BAZ1B BCL7B BICDL3P BNIP3P11 BNIP3P42 BNIP3P44 BUD23 CALN1 CASTOR2 CCDC146 CCL24 CCL26 CCT6P1 CCT6P3 CICP24 CLDN3 CLDN4 CLIP2 CRCP CT66 DNAJC30 DTX2 DTX2P1 DTX2P1-UPK3BP1-PMS2P11 EEF1DP4 EIF4H ELN ELN-AS1 ENSG00000189316 ENSG00000199231 ENSG00000225209 ENSG00000226829 ENSG00000227305 ENSG00000231183 ENSG00000289108 ERV3-1 FAM185BP FDPSP2 FDPSP7 FGL2 FKBP6 FKBP6P1 FKBP6P2 FPASL FZD9 GABPAP GALNT17 GCNT1P5 GSAP GTF2I GTF2I-AS1 GTF2IP1 GTF2IP14 GTF2IP23 GTF2IP4 GTF2IP5 GTF2IP7 GTF2IP9 GTF2IRD1 GTF2IRD1P1 GTF2IRD2 GTF2IRD2B GTF2IRD2P1 GUSB GUSBP6 HIP1 HNRNPCP7 HSPB1 INTS4P1 INTS4P2 KCTD7 LAT2 LIMK1 LINC00174 LINC01005 LINC02604 LINC02848 LINC03006 LINC03009 LINC03011 LINC03075 MDH2 METTL27 MIR3914-1 MIR3914-2 MIR4283-2 MIR4284 MIR4650-1 MIR4650-2 MIR4651 MIR590 MIR6839 MLXIPL MTATP6P18 MTATP6P21 MTCO1P25 MTCO1P57 MTCO1P8 MTCO2P25 MTCO2P8 MTCO3P41 MTCO3P8 MTDHP1 MTND1P2 MTND2P4 MTND3P2 MTND4LP2 MTND4P2 MTND4P3 NCF1 NCF1B NCF1C NMD3P1 NSUN5 NSUN5P1 NSUN5P2 NUPR2P1 PHB1P15 PHB1P5 PHB1P6 PHKG1P1 PHKG1P2 PHTF2 PMS2P10 PMS2P11 PMS2P13 PMS2P14 PMS2P2 PMS2P3 PMS2P4 PMS2P5 PMS2P6 PMS2P7 PMS2P8 PMS2P9 POM121 POM121B POM121C POMZP3 POR PPIAP81 PTPN12 RABGEF1 RABGEF1P1 RABGEF1P2 RABGEF1P3 RCC1L RFC2 RHBDD2 RN7SKP75 RN7SL265P RN7SL377P RN7SL43P RN7SL625P RNA5SP231 RNA5SP232 RNA5SP233 RNU6-1080P RNU6-1198P RNU6-1229P RNU6-1254P RNU6-229P RNU6-313P RNU6-417P RNU6-832P RNU6-863P RNU6-912P RNU6-973P RPL31P38 RPL35P5 RPL6P20 RPL7AP43 RPL7AP77 RPL7L1P3 RSBN1L RSL24D1P3 SAPCD2P1 SAPCD2P3 SAPCD2P4 SBDS SBDSP1 SEPHS1P1 SEPTIN14P1 SEPTIN7P4 SEPTIN7P5 SKP1P1 SLC25A1P2 SLC25A1P3 SLC29A4P2 SNORA14A SNORA15B-1 SNORA15B-2 SNORA22 SNORA22C SPDYE10 SPDYE11 SPDYE12 SPDYE13 SPDYE14 SPDYE15 SPDYE16 SPDYE17 SPDYE18 SPDYE21 SPDYE5 SPDYE7P SPDYE8 SPDYE9 SRRM3 SSC4D STAG3L1 STAG3L2 STAG3L3 STAG3L4 STX1A STYXL1 TBL2 TMEM120A TMEM248 TMEM270 TMEM60 TNRC18P2 TPST1 TRIM50 TRIM60P17 TRIM60P18 TRIM73 TRIM74 TYW1 TYW1B UPK3B UPK3BP1 VKORC1L1 VN1R31P VN1R32P VN1R33P VN1R34P VN1R35P VN1R36P VN1R37P VN1R38P VN1R40P VN1R42P VPS37D YWHAEP1 YWHAG ZNF107 ZNF117 ZNF138 ZNF273 ZNF679 ZNF680 ZNF680P1 ZNF722 ZNF727 ZNF733P ZNF734P ZNF735 ZNF736 ZNF90P3 ZNF92 ZP3 chr7q21 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr7q21 ABCB1 ABCB4 ADAM22 AKAP9 ANKIB1 AP1S2P1 ARF1P1 ASB4 ASNS ATP5PBP2 BET1 BET1-AS1 BHLHA15 BRI3 CACNA2D1 CACNA2D1-AS1 CALCR CASD1 CCZ1P1 CD36 CDHR17P CDK14 CDK6 CDK6-AS1 CFAP69 CLDN12 COL1A2 COX6A1P7 CROT CYP51A1 CYP51A1-AS1 DBF4 DDX3ILA1 DDX43P3 DLX5 DLX6 DLX6-AS1 DMTF1 DMTF1-AS1 DPY19L2P4 DYNC1I1 DYNLL1P7 EEF1A1P28 EIF4A1P13 EIF4EP4 ELAPOR2 ENSG00000207094 ENSG00000223969 ENSG00000227863 ENSG00000285964 ENSG00000287672 ERVW-1 FAM133B FAM237B FZD1 GATAD1 GNAI1 GNAT3 GNG11 GNGT1 GRM3 GRM3-AS1 GRPEL2P3 GTPBP10 HEPACAM2 HGF HINT1P2 HMGB3P21 HMGN2P11 HNRNPA1P8 HNRNPA1P9 HSPA8P16 KPNA2P2 KRIT1 LINC00972 LINC02932 LINC03017 LMTK2 LRRD1 MAGI2 MAGI2-AS1 MAGI2-AS2 MAGI2-AS3 MARK2P10 MIR1285-1 MIR4652 MIR489 MIR5692A1 MIR5692C2 MIR591 MIR653 MTERF1 MTHFD2P5 NDUFAF4P2 NIPA2P1 NUP35P2 OCM2 OR7E38P OR7E7P PCLO PDK4 PDK4-AS1 PEG10 PEX1 PON1 PON2 PON3 PPP1R9A PPP1R9A-AS1 PTP4A1P3 PTTG1IP2 RAD23BP2 RBM48 RN7SKP104 RN7SKP129 RN7SL252P RN7SL35P RN7SL478P RN7SL7P RN7SL869P RNA5SP234 RNA5SP235 RNU4-16P RNU6-10P RNU6-1328P RNU6-274P RNU6-337P RNU6-364P RNU6-530P RNU6-532P RNU6-849P RNU6-956P RNU7-188P RPL10P11 RPL13AP17 RPL21P74 RPL7AP40 RPL7P30 RPS27P17 RPS3AP25 RPS3AP26 RPS3AP29 RUNDC3B SAMD9 SAMD9L SDHAF3 SEM1 SEMA3A SEMA3C SEMA3D SEMA3E SGCE SLC25A13 SLC25A40 SLC66A2P1 SNRPBP1 SNRPCP9 SOCS5P1 SRI SRI-AS1 STEAP1 STEAP2 STEAP2-AS1 STEAP4 TAC1 TECPR1 TEX47 TFPI2 TFPI2-DT TMBIM7P TMEM243 TP53TG1 TVP23CP1 UFC1P1 VPS50 VPS51P2 ZNF804B chr7q22 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr7q22 ACHE ACTL6B AGFG2 ALKBH4 AP1S1 AP4M1 ARMC10 ARPC1A ARPC1B ATP5MF ATP5MF-PTCD1 ATXN7L1 AZGP1 AZGP1P1 AZGP1P2 BAIAP2L1 BANF1P5 BCAP29 BUD31 CASTOR3P CBLL1 CBLL1-AS1 CCDC71L CDHR3 CLDN15 CNPY4 COG5 COL26A1 COPS6 CPSF4 CRYZP1 CUX1 CYP3A137P CYP3A4 CYP3A43 CYP3A5 CYP3A51P CYP3A52P CYP3A7 CYP3A7-CYP3A51P DCAF13P1 DGAT2L7P DNAJC2 DPY19L2P2 DUS4L DUS4L-BCAP29 EFCAB10 EFCAB10-AS1 EIF4BP6 EMSLR ENSG00000222966 ENSG00000267052 ENSG00000286923 EPHB4 EPO FAM185A FAM200A FBXL13 FBXO24 FIS1 GAL3ST4 GIGYF1 GJC3 GNB2 GPC2 GPR22 HBP1 IFT22 IRS3P KMT2E KMT2E-AS1 KPNA7 LAMTOR4 LARP1BP2 LHFPL3 LHFPL3-AS1 LHFPL3-AS2 LINC01004 LINC01007 LINC02577 LNCPRESS1 LRCH4 LRRC17 LRWD1 MBLAC1 MCM7 MEPCE MIR106B MIR25 MIR3609 MIR4285 MIR4467 MIR4653 MIR4658 MIR5090 MIR548O MIR6840 MIR6875 MIR93 MOGAT3 MOSPD3 MUC12 MUC12-AS1 MUC17 MUC3A MYH16 MYL10 NAMPT NAMPT-AS1 NAPEPLD NAT16 NFE4 NPTX2 NYAP1 OR2AE1 ORAI2 ORC5 PCOLCE PCOLCE-AS1 PDAP1 PIK3CG PILRA PILRB PLOD3 PMPCB PMS2P1 PMS2P12 POLR2J POLR2J2 POLR2J3 POP7 PPIAP82 PPP1R35 PPP1R35-AS1 PRKAR2B PRKAR2B-AS1 PRKRIP1 PSMC2 PTCD1 PUS7 PVRIG PVRIG2P RASA4 RASA4B RASA4DP RELN RINT1 RN7SKP198 RN7SKP54 RN7SKP86 RN7SL416P RN7SL549P RN7SL750P RN7SL8P RNA5SP236 RNF14P3 RNU6-1104P RNU6-1136P RNU6-1322P RNU6-392P RNU6-393P RPL13AP16 RPL23AP95 RPL36P12 RPL7AP39 RPL7P60 RPS29P15 RPS29P16 RPSAP46 RWDD4P1 S100A11P1 SAP25 SERPINE1 SH2B2 SLC12A9 SLC12A9-AS1 SLC26A4 SLC26A4-AS1 SLC26A5 SLC26A5-AS1 SMURF1 SPACDR SPDYE2 SPDYE2B SPDYE3 SPDYE6 SRPK2 SRRT STAG3 STAG3L5P STAG3L5P-PVRIG2P-PILRB SYPL1 TAF6 TFR2 TMEM130 TMEM225B TRAPPC14 TRIM4 TRIM56 TRIP6 TRRAP TSC22D4 UFSP1 UPK3BL1 UPK3BL2 VGF WBP1LP2 YBX1P2 ZAN ZCWPW1 ZKSCAN1 ZKSCAN5 ZNF3 ZNF394 ZNF655 ZNF789 ZNHIT1 ZSCAN21 ZSCAN25 chr7q31 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr7q31 AASS ANKRD49P4 ANKRD7 ASB15 ASB15-AS1 ASZ1 BMT2 BUB3P1 CADPS2 CAPZA2 CAV1 CAV2 CFTR CFTR-AS1 COMETT COX6A1P6 CPED1 CTTNBP2 CYCSP19 DLD DNAJB9 DOCK4 DOCK4-AS1 EEF1GP1 EIF3IP1 ENSG00000219445 ENSG00000225457 ENSG00000237870 ENSG00000240973 ENSG00000241345 ENSG00000243574 ENSG00000287568 ENSG00000288634 FAM3C FEZF1 FEZF1-AS1 FOXP2 GPR37 GPR85 GRM8 GRM8-AS1 GTF3AP6 HMGN1P18 HRAT17 HYAL4 HYAL6P IFRD1 IMMP2L ING3 IQUB KCND2 LAMB1 LAMB4 LINC01392 LINC01393 LINC02476 LINC02830 LINC02903 LINC03012 LINC03043 LINC03076 LMOD2 LRRN3 LSM8 LSMEM1 LYPLA1P1 MDFIC MET MIPEPP1 MIR3666 MIR592 MIR6132 MTCYBP24 MTCYBP6 MTND4P6 MTND5P8 MTND6P24 MTX2P1 NDUFA5 NPM1P14 NRCAM PIGCP2 PNPLA8 PNPT1P2 POLR2DP2 POT1 POT1-AS1 PPIAP93 PPP1R3A PRELID3BP10 PTPRZ1 RAC1P6 RN7SKP187 RN7SKP277 RNA5SP237 RNA5SP238 RNA5SP239 RNA5SP240 RNA5SP241 RNF133 RNF148 RNU1-29P RNU6-102P RNU6-11P RNU6-296P RNU6-517P RNU6-581P RNU7-154P RPL31P37 RPL31P39 RPL36P13 RPL3P8 RPL7AP42 RPL7P32 RPS26P31 SLC13A1 SLC26A3 SMIM30 SNORA25B SPAM1 SSU72L6 ST7 ST7-AS1 ST7-AS2 ST7-OT4 TAS2R16 TES TFEC THAP5 TMEM168 TMEM229A TPM3P1 TSPAN12 WASL WASL-DT WNT16 WNT2 ZNF277 ZNF277-AS1 ZNF800 chr7q32 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr7q32 AHCYL2 ARF5 ATP6V1F ATP6V1FNB CALU CAPZA1P4 CCDC136 CDC26P1 CEP41 CICP14 COPG2 COPG2IT1 CPA1 CPA2 CPA4 CPA5 CYCSP20 EEF1B2P6 EFCAB3P1 ENSG00000201009 ENSG00000224865 ENSG00000225881 ENSG00000286380 FLJ40288 FLNC FLNC-AS1 FSCN3 GARIN1A GARIN1B GCC1 H4P1 HILPDA HILPDA-AS1 IMP3P2 IMPDH1 IRF5 KCP KLF14 KLHDC10 LEP LINC-PINT LINC00513 LINC03008 LINC03072 LRRC4 MEST MESTIT1 METTL2B MIR129-1 MIR182 MIR183 MIR29A MIR29B1 MIR335 MIR593 MIR96 MKLN1 MKLN1-AS NDUFB9P2 NRF1 ODCP OPN1SW PAX4 PLXNA4 PODXL PRRT4 RBM28 RN7SL306P RN7SL81P RNA5SP242 RNA5SP243 RNA5SP244 RNA5SP245 RNA5SP246 RNU1-72P RNU6-1010P RNU6-177P RNU7-27P RNU7-54P RNY1P11 RPL31P36 SMKR1 SMO SND1 SND1-DT SND1-IT1 SNRPGP3 SSMEM1 STRIP2 TMEM209 TNPO3 TPI1P2 TSGA13 TSPAN33 UBE2H UBE2H-DT ZC3HC1 chr7q33 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr7q33 AGBL3 AKR1B1 AKR1B10 AKR1B15 AKR1D1 BPGM CALD1 CHCHD3 CHRM2 CNOT4 COX5BP3 CREB3L2 CREB3L2-AS1 CYREN DGKI ENSG00000201465 ENSG00000230649 ENSG00000234352 EXOC4 FAM180A IMPDH1P3 KRT8P51 LINC03060 LRGUK MIR3654 MIR4468 MIR490 MIR6133 MIR6509 MTPN NUP205 PSMC1P3 PTMAP10 PTN RCC2P3 RN7SKP223 RNF14P4 RNU6-1154P RNU6-223P RNU6-92P RPL15P11 RPL6P19 RPS3AP27 RPS3AP28 SDHDP2 SLC13A4 SLC23A4P SLC35B4 SNORD81 ST13P7 STMP1 STRA8 TMEM140 TRIM24 TRPC6P8 TUBB3P2 WDR91 ZP3P2 chr7q34 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr7q34 ADCK2 AGK AGK-DT ATP6V0A4 BRAF CASP2 CCT4P1 CLCN1 CLEC2L CLEC5A DENND11 DENND2A ENSG00000252188 EPHB6 ERHP1 FAM131B FAM131B-AS1 FAM131B-AS2 FMC1 FMC1-LUC7L2 GSTK1 HINT1P1 HIPK2 KDM7A KDM7A-DT KEL KIAA1549 KLRG2 LLCFC1 LUC7L2 MGAM MGAM2 MIR6892 MKRN1 MOXD2P MRPS33 MSL3P2 MTCO1P55 MTND1P3 MTND2P5 MYL6P4 MZT1P2 NDUFB10P2 NDUFB2 NDUFB2-AS1 OR6V1 OR6W1P OR9A1P OR9A2 OR9A3P OR9A4 OR9N1P OR9P1P PARP12 PGBD4P1 PIP PPP1R2P6 PRSS1 PRSS2 PRSS37 PRSS3P1 PRSS3P3 PRSS58 PRSS59P RAB19 RN7SL481P RN7SL535P RN7SL771P RNA5SP247 RNA5SP248 RNU1-58P RNU1-82P RNU4-74P RNU6-1272P RNU6-206P RNU6-797P RNU6-85P RNU6-911P RPL17P27 RPL17P28 RPL21P73 SLC37A3 SSBP1 SVOPL TAS2R3 TAS2R38 TAS2R39 TAS2R4 TAS2R40 TAS2R5 TAS2R6P TBXAS1 TMEM139 TMEM139-AS1 TMEM178B TMEM213 TRBC1 TRBC2 TRBD1 TRBJ1-1 TRBJ1-2 TRBJ1-3 TRBJ1-4 TRBJ1-5 TRBJ1-6 TRBJ2-1 TRBJ2-2 TRBJ2-2P TRBJ2-3 TRBJ2-4 TRBJ2-5 TRBJ2-6 TRBJ2-7 TRBV1 TRBV10-1 TRBV10-2 TRBV10-3 TRBV11-1 TRBV11-2 TRBV11-3 TRBV12-1 TRBV12-2 TRBV12-3 TRBV12-4 TRBV12-5 TRBV13 TRBV14 TRBV15 TRBV16 TRBV17 TRBV18 TRBV19 TRBV2 TRBV20-1 TRBV21-1 TRBV22-1 TRBV23-1 TRBV24-1 TRBV25-1 TRBV26 TRBV27 TRBV28 TRBV29-1 TRBV3-1 TRBV30 TRBV4-1 TRBV4-2 TRBV5-1 TRBV5-2 TRBV5-3 TRBV5-4 TRBV5-5 TRBV5-6 TRBV5-7 TRBV6-1 TRBV6-2 TRBV6-4 TRBV6-5 TRBV6-6 TRBV6-7 TRBV6-8 TRBV7-1 TRBV7-2 TRBV7-3 TRBV7-4 TRBV7-5 TRBV7-6 TRBV7-7 TRBV7-9 TRBV8-1 TRBV8-2 TRBV9 TRBVA TRBVB TRPV5 TRPV6 TTC26 UBN2 UQCRFS1P2 WBP1LP1 WEE2 WEE2-AS1 ZC3HAV1 ZC3HAV1L ZYX chr7q35 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr7q35 ARHGEF34P ARHGEF35 ARHGEF35-AS1 ARHGEF5 CAPZA1P5 CNTNAP2 CNTNAP2-AS1 CTAGE15 CTAGE4 CTAGE6 CTAGE8 DPY19L4P2 DUTP3 EEF1A1P10 EI24P4 ENSG00000230190 EPHA1 EPHA1-AS1 LOC154761 MIR548F4 NOBOX OR10AC1 OR2A1 OR2A1-AS1 OR2A12 OR2A13P OR2A14 OR2A15P OR2A2 OR2A20P OR2A25 OR2A3P OR2A41P OR2A42 OR2A5 OR2A7 OR2A9P OR2AO1P OR2F1 OR2F2 OR2Q1P OR2R1P OR6B1 PAICSP5 PAICSP6 PPIAP83 RANP2 RN7SKP174 RN7SL456P RNA5SP249 RNU6-1184P RNU6-162P RNU6-267P RNU6ATAC40P RPL7P59 SLC16A1P1 TAS2R41 TAS2R60 TAS2R62P TCAF1 TCAF1P1 TCAF2 TCAF2C TCAF2P1 TPK1 chr7q36 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr7q36 ABCB8 ABCF2 ABCF2-H2BK1 ACTR3B ACTR3C AGAP3 ALDH7A1P3 AOC1 ASB10 ASIC3 ATG9B ATP5PBP3 ATP6V0E2 ATP6V0E2-AS1 BET1P1 BLACE C7orf33 CCT8L1P CDK5 CHPF2 CNPY1 COX6B1P1 CRYGN CUL1 DNAJB6 DPP6 DYNC2I1 EN2 EN2-DT ENSG00000212590 ENSG00000222012 ENSG00000225612 ENSG00000228151 ENSG00000234210 ENSG00000284691 ENSG00000288608 ENSG00000289588 ENSG00000290007 ESYT2 ETF1P2 EZH2 FABP5P3 FASTK GALNT11 GALNTL5 GBX1 GHET1 GIMAP1 GIMAP1-GIMAP5 GIMAP2 GIMAP3P GIMAP4 GIMAP5 GIMAP6 GIMAP7 GIMAP8 H2BK1 HTR5A HTR5A-AS1 INSIG1 INSIG1-DT IQCA1L KCNH2 KMT2C KRBA1 LINC00244 LINC00689 LINC00996 LINC01003 LINC01022 LINC01287 LINC03010 LMBR1 LOC124901859 LRRC61 MIR153-2 MIR3907 MIR5707 MIR595 MIR671 MNX1 MNX1-AS1 MNX1-AS2 NCAPG2 NOM1 NOS3 NPM1P12 NUB1 PAXBP1P1 PAXIP1 PAXIP1-AS2 PAXIP1-DT PDIA4 PIP5K1P2 PRKAG2 PRKAG2-AS1 PRKAG2-AS2 PTPRN2 PTPRN2-AS1 RARRES2 RBM33 RBM33-DT REPIN1 REPIN1-AS1 RHEB RN7SKP280 RN7SL521P RN7SL569P RN7SL72P RN7SL76P RN7SL845P RNF32 RNF32-AS1 RNF32-DT RNU4-31P RNU6-604P RNU6-650P RNU7-20P RNY1 RNY3 RNY4 RPL21P76 RPL32P17 RPL36AP28 RPL36AP30 RPS27AP12 SEPTIN7P6 SHH SLC4A2 SMARCD3 SSPOP STRADBP1 THAP5P1 TMEM176A TMEM176B TMUB1 TRPC6P3 UBE3C VIPR2 WDR86 WDR86-AS1 XRCC2 YBX1P4 ZBED10P ZNF212 ZNF282 ZNF398 ZNF425 ZNF467 ZNF746 ZNF767P ZNF775 ZNF775-AS1 ZNF777 ZNF783 ZNF786 ZNF862 chr8p11 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr8p11 ADAM18 ADAM2 ADAM32 ADAM3A ADAM5 ADAM9 ADGRA2 ADRB3 AFG3L2P1 ANK1 AP3M2 ASH2L BAG4 BRF2 CHRNA6 CHRNB3 CYP4F44P DDHD2 DKK4 EIF4EBP1 ENSG00000183154 ENSG00000238966 ENSG00000253123 ENSG00000253363 ENSG00000253396 ENSG00000254111 ERLIN2 FGFR1 FNTA GINS4 GOLGA7 GOT1L1 GPAT4 GPAT4-AS1 HGSNAT HOOK3 HTRA4 IDO1 IDO2 IKBKB IKBKB-DT KAT6A KCNU1 KRT18P37 LETM2 LINC01605 LINC02866 LINC03042 LOC124902100 LSM1 MIR4469 MIR486-1 MIR486-2 MIR548AO NKX6-3 NSD3 PLAT PLEKHA2 PLPBP PLPP5 POLB POMK POTEA RAB11FIP1 RN7SL149P RN7SL709P RN7SL806P RNA5SP264 RNF170 RNF5P1 RNU1-124P RNU6-104P RNU6-323P RNU6-356P RNU6-607P RNU6-895P RNU6-988P RPL12P48 RPL17P30 RPL3P10 RPL5P23 RPL7AP80 RPL7L1P17 RPS20P22 RPS29P2 SFRP1 SIRLNT SLC20A2 SMARCE1P4 SMIM19 SNORD38D SNORD65B SNX18P27 STAR TACC1 TCIM THAP1 TM2D2 TPT1P8 VDAC3 VN1R46P ZMAT4 ZNF703 chr8p12 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr8p12 BUD31P1 DCTN6 DCTN6-DT DUSP26 DUSP4 ENSG00000248964 ENSG00000253452 ENSG00000286131 FUT10 GSR GTF2E2 HIKESHIP3 HMGB1P23 HSPA8P11 KCTD9P6 KIF13B LEPROTL1 LINC00589 LINC01288 LINC02099 LINC02209 LINC02948 LSM12P1 MAK16 MAP2K1P1 MBOAT4 MIR3148 MTCYBP19 MTND1P6 MTND2P32 MTND5P41 MTND6P19 NRG1 NRG1-IT1 NRG1-IT3 PPIAP84 PPP2CB PURG RANP9 RBPMS RBPMS-AS1 RN7SL457P RN7SL621P RNA5SP260 RNA5SP261 RNA5SP262 RNA5SP263 RNF122 RNU5A-3P RNU6-1218P RNU6-528P RNU6-533P RNU6-663P RPL10AP3 RPL10P18 RPL17P33 RPL21P80 RPL23P10 RPL6P22 RPS15AP24 SARAF SMIM18 SNORA70 SNORD13 SUMO2P16 TEX15 TTI2 TUBBP1 UBXN8 UNC5D VENTXP5 WRN chr8p21 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr8p21 ADAM28 ADAM7 ADAM7-AS1 ADAM7-AS2 ADAMDEC1 ADRA1A ATP6V1B2 BIN3 BMP1 BNIP3L BTF3P3 C8orf58 CCAR2 CCDC25 CDCA2 CHMP7 CHRNA2 CLU COX6B1P4 CSGALNACT1 DMTN DNAJB6P2 DOCK5 DOK2 DPYSL2 EBF2 EGR3 ELP3 ENSG00000246130 ENSG00000248738 ENSG00000254334 ENSG00000284948 ENSG00000286346 ENSG00000287166 ENTPD4 ENTPD4-DT EPHX2 ESCO2 EXTL3 EXTL3-AS1 FBXO16 FGF17 FHIP2B FZD3 GFRA2 GNRH1 GULOP HMBOX1 HMBOX1-IT1 HR HRURF INTS10 INTS9 INTS9-AS1 KCTD9 LGI3 LINC02153 LINC03023 LOXL2 LOXL2-AS1 LPL LZTS1 LZTS1-AS1 MIR320A MIR3622A MIR3622B MIR4287 MIR4288 MIR548H4 MIR6841 MIR6842 MIR6843 MIR6876 NEFL NEFM NKX2-6 NKX3-1 NPM2 NUDT18 NUGGC OR6R2P PBK PDLIM2 PEBP4 PHYHIP PIWIL2 PIWIL2-DT PNMA2 PNOC POLR3D PPP2R2A PPP3CC PSME2P5 PTK2B R3HCC1 REEP4 RHOBTB2 RN7SL303P RNA5SP257 RNA5SP258 RNA5SP259 RNU1-148P RNU4-71P RNU6-1086P RNU6-1276P RNU6-178P RNU6-336P RNU6-892P RPL21P77 RPL23AP55 RPL30P9 RPL36AP32 RPL5P22 SCARA3 SCARA5 SDAD1P1 SFTPC SH2D4A SINHCAFP3 SLC18A1 SLC25A37 SLC39A14 SORBS3 STC1 STMN4 TMEM97P2 TNFRSF10A TNFRSF10A-AS1 TNFRSF10A-DT TNFRSF10B TNFRSF10C TNFRSF10D TRIM35 XPO7 ZNF395 chr8p22 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr8p22 ABRAXAS1P2 ADAM24P ASAH1 ASAH1-AS1 C8orf48 CCT3P1 CNOT7 DLC1 EIF4EP5 ENSG00000254242 ENSG00000254753 ENSG00000286798 FGF20 FGL1 LINC03019 MICU3 MIR383 MIR548V MRPL49P2 MSR1 MTMR7 MTND4LP26 MTND4P7 MTUS1 MTUS1-DT NAT1 NAT2 NATP PCM1 PDGFRL PPM1AP1 PSD3 RN7SL474P RNA5SP255 RNA5SP256 RNU6-397P RNU6-842P RNU7-153P RPL32P19 RPL35P6 SGCZ SLC7A2 SNORA62 TRMT9B TUSC3 VPS37A ZDHHC2 chr8p23 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr8p23 AGPAT5 ALG1L11P ALG1L12P ALG1L13P ANGPT2 ARHGEF10 BLK C8orf74 CLDN23 CLN8 CLN8-AS1 CSMD1 CTSB DEFA1 DEFA10P DEFA11P DEFA1B DEFA3 DEFA4 DEFA5 DEFA6 DEFA7P DEFA8P DEFA9P DEFB1 DEFB103A DEFB103B DEFB104A DEFB104B DEFB105A DEFB105B DEFB106A DEFB106B DEFB107A DEFB107B DEFB108A DEFB108C DEFB108D DEFB108E DEFB109A DEFB109B DEFB109C DEFB109D DEFB130A DEFB130B DEFB131C DEFB131D DEFB131E DEFB134 DEFB135 DEFB136 DEFB4A DEFB4B DEFT1P DEFT1P2 DLGAP2 DLGAP2-AS1 ENPP7P1 ENPP7P12 ENPP7P6 ENSG00000254007 ENSG00000283674 ERI1 ERICH1 FAM167A FAM167A-AS1 FAM66A FAM66B FAM66D FAM66E FAM85B FAM86B1 FAM86B2 FAM86B3P FAM87A FAM90A10 FAM90A11P FAM90A12P FAM90A13P FAM90A14 FAM90A15P FAM90A16 FAM90A17 FAM90A18 FAM90A19 FAM90A20P FAM90A21P FAM90A22 FAM90A23 FAM90A24P FAM90A25P FAM90A2P FAM90A3P FAM90A4P FAM90A5P FAM90A6P FAM90A7 FAM90A8 FAM90A9 FBXO25 FDFT1 GATA4 GS1-24F4.2 HSPD1P2 HSPD1P3 KBTBD11 KBTBD11-AS1 KBTBD11-OT1 LINC00208 LINC00529 LINC00681 LINC02949 LINC02950 LINC03021 LINC03022 LOC101929269 LOC102723313 LOC105379230 LOC105379242 LOC112268404 LOC124901872 LOC124901882 LOC286083 LOC401442 LONRF1 MCPH1 MCPH1-AS1 MCPH1-DT MFHAS1 MIR124-1 MIR124-1HG MIR1322 MIR3674 MIR3926-1 MIR3926-2 MIR4286 MIR4659A MIR4659B MIR4660 MIR548I3 MIR5692A2 MIR596 MIR597 MIR598 MIR7160 MIR8055 MSRA MSRA-DT MTMR9 MYOM2 NEIL2 OR4F21 OR7E10P OR7E125P OR7E154P OR7E157P OR7E158P OR7E15P OR7E161P OR7E8P OR7E96P PAICSP4 PINX1 PINX1-DT PPP1R3B PPP1R3B-DT PRAG1 PRR23D1 PRR23D2 PRR23D3P PRSS51 PRSS52P PRSS55 RN7SKP159 RN7SL178P RN7SL293P RN7SL318P RNA5SP251 RNA5SP252 RNA5SP253 RNA5SP254 RNU6-1084P RNU6-1151P RNU6-526P RNU6-682P RNU6-729P RNU7-55P RP1L1 RPL10P19 RPL17P29 RPL19P13 RPL23AP53 RPL23AP54 RPL23AP96 RPS3AP30 RPS3AP31 RPS3AP33 RPS3AP34 RPS3AP35 SEPTIN14P8 SLC35G5 SNORA70 SNRPCP15 SNRPCP17 SNRPCP6 SOX7 SPAG11A SPAG11B SUB1P1 TDH TDH-AS1 TDRP TNKS USP17L1 USP17L2 USP17L3 USP17L4 USP17L7 USP17L8 VPS51P12 VPS51P14 VPS51P15 VPS51P16 VPS51P19 VPS51P8 VPS51P9 WBP1LP3 XKR5 XKR6 ZNF596 ZNF705B ZNF705CP ZNF705D ZNF705G chr8q11 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr8q11 ALKAL1 ASNSP1 ASNSP4 ATP6V1G1P2 ATP6V1H BRIX1P1 BTF3P1 CEBPD CLXN CYCSP22 ENSG00000201316 ENSG00000253380 ENSG00000253551 ENSG00000253608 ENSG00000253782 ENSG00000253844 ENSG00000286484 HSPA8P13 IDI1P2 IGLV8OR8-1 LINC00293 LINC02599 LINC02847 LINC02947 LINC02984 LINC03054 LYPLA1 MAPK6P1 MAPK6P4 MCM4 MRPL15 MTCYBP20 MTND1P7 MTND2P38 MTND6P20 NDUFA5P12 NPBWR1 OPRK1 PCMTD1 PCMTD1-DT PPDPFL PRKDC PSAT1P1 PXDNL RB1CC1 RFPL4AP7 RGS20 RN7SKP294 RN7SKP32 RN7SL250P RNA5SP531 RNU105C RNU6-1331P RNU6-295P RNU6-519P RNU6-656P RNU6-665P RNU6-819P RNU6ATAC32P RP1 RPL10AP2 RPL21P79 RPL29P19 RPL34P17 RPS27AP13 SEC11B SNAI2 SNTG1 SOX17 SPIDR ST18 TCEA1 TDGF1P5 TRIM60P15 TRMT112P7 UBE2V2 chr8q12 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr8q12 ASPH BHLHE22 BHLHE22-AS1 BPNT2 C1GALT1P3 CA8 CERNA3 CHCHD7 CHD7 CLVS1 COX6CP8 CYP7A1 CYP7B1 ENSG00000206853 ENSG00000253281 ENSG00000253857 ENSG00000253871 ENSG00000253894 ENSG00000254055 ENSG00000254775 FAM110B GGH IFITM3P8 IFITM8P KRT8P3 LINC00588 LINC00968 LINC01289 LINC01301 LINC01414 LINC01602 LINC01606 LINC02155 LINC02842 LINC03018 LOC286177 LYN MIR124-2 MIR124-2HG MIR4470 MOS NARS1P2 NASPP1 NKAIN3 NPM1P21 NPM1P6 NSMAF PDCL3P1 PENK PENK-AS1 PLAG1 PPIAP85 PTPN11P2 RAB2A RN7SKP135 RN7SKP97 RN7SL135P RN7SL323P RN7SL798P RNA5SP265 RNA5SP266 RNA5SP267 RNU4-50P RNU6-13P RNU6-596P RPL26P26 RPL30P10 RPL37P6 RPL7L1P18 RPS20 SBF1P1 SDCBP SDR16C5 SDR16C6P SEPTIN10P1 SLC2A13P1 SNORA1B SNORD54 SRPK2P TARDBPP4 TGS1 TMEM68 TOX TOX-DT TTPA UBXN2B XKR4 XKR4-AS1 XRCC6P4 YTHDF3 YTHDF3-DT chr8q13 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr8q13 ADHFE1 ARFGEF1 ARFGEF1-DT ARMC1 BTF3P12 C8orf34 C8orf34-AS1 C8orf44 C8orf44-SGK3 COPS5 CPA6 CRH CSPP1 DNAJC5B ENSG00000255206 EYA1 H2AZP2 LACTB2 LACTB2-AS1 LINC00251 LINC00967 LINC01299 LINC01592 LINC01603 LINC03020 LOC124900257 MCMDC2 MSC MSC-AS1 MTFR1 MYBL1 NACAP10 NCOA2 NDUFS5P6 PDE7A PDE7A-DT PPIAP86 PPP1R42 PRDM14 PREX2 PTTG3P RN7SKP29 RN7SL19P RN7SL203P RN7SL675P RNA5SP268 RNA5SP269 RNA5SP270 RNU1-101P RNU6-1324P RNU7-102P RNY3P14 RPL17P31 RPL31P40 RPL31P41 RPS15AP25 RPS20P20 RRS1 RRS1-DT SDCBPP2 SGK3 SLCO5A1 SLCO5A1-AS1 SNHG6 SNORD87 SULF1 SUMO2P20 TCF24 TMX1P2 TPM4P3 TRAM1 TRAPPC2P2 TRIM55 VCPIP1 VXN XKR9 chr8q21 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr8q21 ACTBP6 ATP6V0D2 C12orf29P3 C4orf46P3 C8orf88 C8orf89 CA1 CA13 CA2 CA3 CA3-AS1 CALB1 CASC9 CHMP4C CKS1BP7 CNBD1 CNGB3 COX6B1P6 CPNE3 CPP CRISPLD1 DCAF4L2 DECR1 DPPA3P9 DSTNP3 E2F5 E2F5-DT ELOC ENSG00000206649 ENSG00000249328 ENSG00000253214 ENSG00000253699 ENSG00000253726 ENSG00000254394 ENSG00000285758 ENSG00000287927 FABP12 FABP4 FABP5 FABP9 FTH1P11 GDAP1 GOLGA2P1 GYG1P1 HAUS1P3 HEY1 HIGD1AP18 HIGD1AP6 HMGB1P41 HNF4G HNRNPA1P36 HNRNPA1P4 IARS2P1 IL7 IMPA1 IMPA1P1 JCHAINP1 JPH1 KCNB2 KRT8P4 LINC00534 LINC01030 LINC01109 LINC01111 LINC01419 LINC01607 LINC02235 LINC02605 LINC02839 LINC02849 LINC02886 LINC02986 LINC03071 LNMICC LRRC69 LRRCC1 LY96 MIOXP1 MIR2052 MIR2052HG MIR3149 MIR4661 MIR5681A MIR5681B MIR5708 MITA1 MMP16 MRPL9P1 MRPS16P1 MRPS28 NBN NECAB1 NIPA2P4 NTAN1P2 OSGIN2 OTUD6B OTUD6B-AS1 PAG1 PCBP2P2 PEX2 PI15 PIP4P2 PKIA PKIA-AS1 PKMP4 PMP2 PRR13P7 PRXL2AP2 PSKH2 PSMC2P2 RALYL RBIS RDH10 RDH10-AS1 REXO1L10P REXO1L11P REXO1L12P REXO1L1P REXO1L2P REXO1L3P REXO1L4P REXO1L5P REXO1L6P REXO1L8P REXO1L9P RIPK2 RIPK2-DT RMDN1 RN7SKP231 RN7SL107P RN7SL308P RN7SL41P RN7SL760P RNA5SP271 RNA5SP272 RNA5SP273 RNU11-6P RNU2-54P RNU2-71P RNU6-1040P RNU6-1197P RNU6-1213P RNU6-1220P RNU6-1300P RNU6-285P RNU6-925P RNU7-174P RNU7-85P RPL13AP18 RPL32P4 RPL36AP31 RPL3P9 RPL7 RPS20P21 RPS26P34 RPS3AP32 RPSAP47 RPSAP74 RUNX1T1 SBSPON SLC10A5 SLC10A5P1 SLC25A51P3 SLC26A7 SLC2A3P4 SLC7A13 SNX16 SOX5P1 STAU2 STAU2-AS1 STMN2 TERF1 THAP12P7 TMEM64 TMEM70 TPD52 TPM3P3 TRPA1 UBE2HP1 UBE2Q2P10 UBE2W VENTXP6 VTA1P2 WWP1 WWP1-AS1 ZBTB10 ZC2HC1A ZFAND1 ZFHX4 ZFHX4-AS1 ZNF704 chr8q22 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr8q22 ADI1P2 ANKRD46 ATP6V1C1 AZIN1 BAALC BAALC-AS1 BAALC-AS2 CCNE2 CDH17 CFAP418 CFAP418-AS1 CIBAR1 CIBAR1-DT COX6C CPQ CTHRC1 DCAF13 DCSTAMP DPY19L4 DPYS DUXAP2 ENSG00000238372 ENSG00000253177 ENSG00000253842 ENSG00000283959 ERICH5 ESRP1 FBXO43 FLJ42969 FLJ46284 FSBP FZD6 GAPDHP30 GAPDHP62 GASAL1 GDF6 GEM GRHL2 HSPE1P14 INTS8 IRF5P1 KCNS2 KLF10 LAPTM4B LINC01181 LINC01298 LINC02844 LINC02845 LINC02894 LINC02906 LINC02933 LINC03044 LINC03047 LINC03090 LRP12 MAILR MATN2 MIR3150A MIR3150B MIR3150BHG MIR3151 MIR378D2 MIR378D2HG MIR4471 MIR548A3 MIR5680 MIR599 MIR7705 MIR8084 MIR875 MRPL57P7 MSL3P3 MTCO1P4 MTCO2P4 MTDH MTERF3 MTND1P5 MYL12AP1 NACA4P NCALD NDUFA5P2 NDUFAF6 NIPAL2 NPM1P52 ODF1 OSR2 PABPC1 PDCL3P2 PDP1 PLEKHF2 POLR2K POP1 POU5F1P2 PSMA2P2 PTDSS1 PTMAP15 RAD54B RBM12B RBM12B-AS1 RBM12B-DT RGS22 RIDA RIMS2 RN7SKP249 RN7SKP85 RN7SL350P RN7SL563P RN7SL685P RNA5SP274 RNF19A RNU4-83P RNU6-1011P RNU6-1092P RNU6-1172P RNU6-1209P RNU6-1224P RNU6-690P RNU6-703P RNU6-748P RNU6-914P RNU6ATAC41P RNU6ATAC8P RNU7-67P RPL19P14 RPL29P18 RPL30 RPL30-AS1 RPL34P18 RPL5P24 RPL6P23 RPS12P15 RPS20P23 RPS23P1 RPS26P6 RPS4XP10 RRM2B SDC2 SLC25A32 SNORA72 SNORD3H SNORD77B SNX31 SPAG1 SRSF3P2 STK3 SUMO2P18 SUMO2P19 TMEM67 TMEM69P1 TP53INP1 TRIQK TSPYL5 UBR5 UBR5-DT UFM1P3 UQCRB UQCRB-AS1 VIRMA VIRMA-DT VPS13B VPS13B-DT YWHAZ ZFPM2 ZNF317P1 ZNF706 ZNNT1 chr8q23 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr8q23 ABRA ANGPT1 AURKBP1 CARS1P2 CSMD3 EBAG9 EEF1A1P37 EIF3E EMC2 ENSG00000287819 ENSG00000287826 ENY2 H2AZP7 HMGB1P46 KCNV1 LINC00536 LINC01608 LINC01609 LINC02237 LINC03084 MAPK6P5 MIR2053 MTCO1P47 NDUFB9P3 NRBF2P4 NUDCD1 OXR1 OXR1-AS1 PGAM1P13 PKHD1L1 RNA5SP275 RNA5SP276 RNU4-37P RNU7-84P RPL12P24 RPL30P16 RPS17P14 RPSAP48 RSPO2 SERPINA15P SLC16A14P1 SYBU SYBU-AS1 TAGLN2P1 TMCC1P1 TMEM74 TRHR TRPS1 TRPS1-AS1 ZFPM2-AS1 chr8q24 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr8q24 AARD ADCK5 ADCY8 ADGRB1 AGO2 AK3P2 ANXA13 ARC ARF1P3 ARHGAP39 ASAP1 ASAP1-IT2 ATAD2 BOP1 C8orf17 C8orf33 C8orf76 C8orf82 C8orf90 CASC11 CASC19 CASC8 CCAT2 CCDC166 CCDC26 CCN3 CCN4 CDC42P3 CDK5P1 CHRAC1 COL14A1 COL22A1 COLEC10 COMMD5 CPSF1 CYC1 CYCSP23 CYP11B1 CYP11B2 CYRIB DENND3 DENND3-AS1 DEPTOR DEPTOR-AS1 DERL1 DGAT1 DNAAF11 DNAJC8P3 DPPA3P7 DSCC1 DUTP2 EEF1D EFR3A EIF3H ENPP2 ENSG00000206776 ENSG00000212273 ENSG00000212342 ENSG00000214803 ENSG00000238901 ENSG00000244791 ENSG00000244998 ENSG00000248318 ENSG00000251218 ENSG00000253165 ENSG00000253196 ENSG00000253407 ENSG00000253470 ENSG00000253530 ENSG00000253574 ENSG00000253593 ENSG00000253607 ENSG00000254019 ENSG00000254278 ENSG00000255491 ENSG00000277332 ENSG00000286010 ENSG00000286535 ENSG00000287201 ENSG00000287325 ENSG00000289161 ENSG00000291316 EPPK1 ERICD EXOSC4 EXT1 FAM135B FAM83A FAM83A-AS1 FAM83A-AS2 FAM83H FAM91A1 FBXL6 FBXO32 FER1L6 FER1L6-AS1 FER1L6-AS2 FOXH1 GFUS GLI4 GML GPAA1 GPIHBP1 GPR20 GPT GRINA GSDMC GSDMD HAS2 HAS2-AS1 HGH1 HHLA1 HMGB1P19 HNRNPA1P38 HPYR1 HSF1 IMPDH1P6 IQANK1 JRK KCNK9 KCNQ3 KHDRBS3 KIFC2 KLHL38 KNOP1P5 LINC00051 LINC00824 LINC00861 LINC00964 LINC01151 LINC01300 LINC01591 LINC02055 LINC02855 LINC02878 LINC02904 LINC02912 LINC02964 LINC02990 LINC03024 LNCOC1 LOC124900270 LOC124902101 LRATD2 LRRC14 LRRC24 LY6D LY6E LY6E-DT LY6H LY6K LY6L LY6S LYNX1 LYNX1-SLURP2 LYPD2 MAF1 MAFA MAFA-AS1 MAL2 MAL2-AS1 MAPK15 MAPRE1P1 MED30 MFSD3 MINCR MIR1204 MIR1205 MIR1206 MIR1207 MIR1208 MIR1234 MIR1302-7 MIR151A MIR30B MIR30D MIR3610 MIR3686 MIR4472-1 MIR4662A MIR4662B MIR4663 MIR4664 MIR5194 MIR548AA1 MIR548AZ MIR548D1 MIR661 MIR6844 MIR6845 MIR6846 MIR6847 MIR6848 MIR6849 MIR6850 MIR6893 MIR7112 MIR7848 MIR937 MIR939 MROH1 MROH4P MROH5 MROH6 MRPL13 MRPS36P3 MRS2P1 MTBP MTCO1P49 MTND2P7 MTRF1LP2 MTSS1 MYC NAPRT NCAPGP1 NCRNA00250 NDRG1 NDUFB9 NRBP2 NSMCE2 NTAQ1 OC90 OPLAH PARP10 PCAT1 PEG13 PHF20L1 PLEC POU5F1B PPP1R16A PRNCR1 PSCA PTCSC1 PTK2 PTP4A3 PUF60 PVT1 PYCR3 RAD21 RAD21-AS1 RECQL4 RFPL4AP5 RHPN1 RHPN1-AS1 RN7SKP153 RN7SKP155 RN7SKP175 RN7SKP206 RN7SKP226 RN7SL228P RN7SL260P RN7SL329P RN7SL395P RN7SL396P RN7SL826P RNA5SP277 RNA5SP278 RNF139 RNF139-DT RNU1-35P RNU11-4P RNU4-25P RNU6-1255P RNU6-12P RNU6-144P RNU6-220P RNU6-442P RNU6-628P RNU6-756P RNU6-869P RNU6-875P RNU7-181P RNVU1-32 RPL15P12 RPL21P78 RPL23AP56 RPL32P20 RPL35AP19 RPL8 RPS10P16 RPS26P35 SAMD12 SAMD12-AS1 SCRIB SCRT1 SCX SHARPIN SLA SLC30A8 SLC39A4 SLC45A4 SLC52A2 SLURP1 SLURP2 SMILR SMPD5 SNORA72 SNTB1 SOD1P3 SPATC1 SQLE SQLE-DT ST13P6 ST3GAL1 ST3GAL1-DT TAF2 TATDN1 TBC1D31 TG THEM6 TIGD5 TMED10P1 TMEM249 TMEM276 TMEM65 TMEM71 TNFRSF11B TONSL TONSL-AS1 TOP1MT TRAPPC9 TRIB1 TRIB1AL TRMT12 TSNARE1 TSSK5P UBA52P5 UTP23 VPS28 WASHC5 WASHC5-AS1 WDR97 ZC3H3 ZFAT ZFAT-AS1 ZFP41 ZFTRAF1 ZHX1 ZHX1-C8orf76 ZHX2 ZNF16 ZNF250 ZNF251 ZNF252P ZNF252P-AS1 ZNF34 ZNF517 ZNF572 ZNF623 ZNF696 ZNF7 ZNF707 ZNHIT1P1 ZYXP1 chr9p11 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr9p11 ADGRF5P2 ANKRD20A2P ANKRD20A7P AQP7P5 ATP5F1AP1 BMS1P14 CDK2AP2P1 CDRT15P14 CDRT15P6 CNN2P2 CNN2P4 CNTNAP3B CNTNAP3P7 CYP4F60P ENSG00000225655 ENSG00000279561 ENSG00000290546 FAM242F FAM74A7 FAM88E FAM95B1 FGF7P4 FGF7P5 FKBP4P6 FOXD4L6 FRG1HP GXYLT1P3 IGKV1OR9-2 LINC03025 MEP1AP1 MEP1AP4 MIR1299 MIR4477A MYO5BP1 PGM5P2 PTGER4P2-CDK2AP2P2 RAB28P3 RBM17P3 RBPJP6 RN7SL343P RN7SL565P RNA5SP530 RNU6-1269P RNU6-156P RNU6-599P RPL7AP45 SDR42E1P2 SNORA70 SNX18P5 SNX18P8 SPATA31A6 ZNG1F chr9p12 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr9p12 ATP5F1AP8 CNTNAP3 FAM74A1 FGF7P3 FKBP4P2 GLIDR RAB28P1 RBM17P1 RBPJP5 RN7SL640P RN7SL763P RPL7AP49 SDR42E1P1 SKP1P3 SNORA70 SPATA31A1 VN2R3P ZNF658B chr9p13 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr9p13 ALDH1B1 ANKRD18A ANKRD18B ANXA2P2 AQP3 AQP7 ARHGEF39 ARID3C ARMC8P1 ATOSB ATP8B5P BAG1 C9orf131 C9orf24 CA9 CCDC107 CCIN CCL19 CCL21 CCL27 CD72 CHCHD4P3 CHMP5 CLTA CNTFR CNTFR-AS1 CREB3 CYP4F26P CYP4F33P DCAF10 DCAF12 DCTN3 DNAI1 DNAJB5 DNAJB5-DT EBLN3P ENHO ENSG00000187186 ENSG00000286322 ENSG00000287514 ENSG00000287838 EXOSC3 FAM166B FAM201A FAM205A FAM205BP FAM205C FAM219A FAM220BP FAM221B FAM240B FANCG FBXO10 FRMPD1 GALT GAS2L1P1 GBA2 GLIPR2 GLULP4 GNE GRHPR HINT2 HMGB3P24 HRCT1 IGFBPL1 IL11RA KCTD9P3 KIF24 LINC01400 LINC01627 LOC124900277 MELK MIR4475 MIR4476 MIR4540 MIR4667 MIR6851 MIR6852 MIR6853 MSMP MYORG NDUFA5P4 NFX1 NOL6 NPR2 NUDT2 OR13C6P OR13C7 OR13E1P OR13J1 OR2AM1P OR2S1P OR2S2 OSTCP8 PAICSP1 PAX5 PGAM1P2 PHF24 PIGO PIGO-AS1 POLR1E PRSS3 PRSS3P4 PTENP1 PTENP1-AS RAB1C RECK RGP1 RMRP RN7SKP114 RN7SKP171 RN7SKP24 RN7SL22P RN7SL338P RNA5SP282 RNF38 RNU2-50P RNU4-53P RNU4ATAC11P RNU6-677P RNU6-765P RNU7-124P RPL21P83 RPL32P21 RPL35AP2 RPL36AP33 RPP25L RPS29P17 RUSC2 SERPINH1P1 SHB SIGMAR1 SIT1 SLC25A51 SNORD121A SNORD121B SNX18P3 SNX18P7 SPAAR SPAG8 SPINK4 STOML2 SUGT1P1 SYF2P2 TCEA1P3 TESK1 TLN1 TMEM8B TMX2P1 TOMM5 TPM2 TRBV20OR9-2 TRBV21OR9-2 TRBV22OR9-2 TRBV23OR9-2 TRBV24OR9-2 TRBV25OR9-2 TRBV26OR9-2 TRBV29OR9-2 TRMT10B TUBB4BP2 UBAP1 UBAP2 UBE2R2 UBE2R2-AS1 UNC13B VCP VN1R48P YBX1P10 YWHABP1 YWHAZP6 ZBTB5 ZCCHC7 ZFAND6P1 chr9p21 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr9p21 ACO1 APTX ASS1P12 B4GALT1 B4GALT1-AS1 BOLA3P4 C9orf72 CAAP1 CDKN2A CDKN2A-DT CDKN2B CDKN2B-AS1 CDRT15P5 CLIC4P1 CTAGE12P DFFBP1 DMRTA1 DNAJA1 ELAVL2 EMICERI ENSG00000276759 ENSG00000283982 EQTN ERVFRD-3 FOCAD FOCAD-AS1 FTLP4 GARIN3P1 H3P30 H3P31 HACD4 HMGB3P23 HSPA8P17 IFNA1 IFNA10 IFNA11P IFNA12P IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA20P IFNA21 IFNA22P IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IFNE IFNK IFNNP1 IFNW1 IFNWP15 IFNWP18 IFNWP19 IFNWP2 IFNWP4 IFNWP5 IFNWP9 IFT74 IFT74-AS1 IZUMO3 KCTD10P1 KHSRPP1 KLHL9 KRT18P36 KRT18P66 LAGE3P1 LINC00032 LINC01239 LINC01241 LINC01242 LINC01243 LINGO2 LRRC19 ME2P1 MIR31 MIR31HG MIR4473 MIR4474 MIR491 MIR873 MIR876 MLLT3 MOB3B MTAP MTATP6P30 MTCO3P30 NDUFB6 NOP56P2 PLAA RBMXP2 RIGI RMRPP5 RN7SKP120 RN7SL100P RN7SL151P RNA5SP280 RNA5SP281 RNU4-26P RNU4ATAC15P RPL36AP34 RPL7AP48 RPS26P2 SLC25A5P8 SLC25A6P2 SLC4A1APP1 SMIM27 SMU1 SNORA30B SNORD39 SNRPCP1 SUMO2P2 TAF1L TCEA1P4 TEK TMEM215 TOPORS TUBB8P1 TUSC1 UBA52P6 chr9p22 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr9p22 ACER2 ADAMTSL1 BNC2 BNC2-AS1 C11orf98P1 CCDC171 CDCA4P1 CER1 CLCN3P1 CNTLN DENND4C ENSG00000286685 FREM1 FTH1P12 HAUS6 HMGN2P16 LDHAP4 LINC03041 LSM1P1 MAP1LC3BP1 MIR3152 NDUFA5P3 NFIB NFIB-AS1 PABPC1P11 PLIN2 PSIP1 PSIP1P1 PSMC3P1 RAP1BP1 RN7SKP258 RN7SL720P RN7SL98P RNU6-1260P RNU6-14P RNU6-246P RNU6-264P RNU6-319P RNU6-559P RPL31P42 RPL7AP47 RPL7P33 RPS29P33 RPS6 RRAGA SAMM50P1 SAXO1 SCARNA8 SH3GL2 SLC24A2 SNAPC3 TTC39B ZDHHC21 chr9p23 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr9p23 AKAP8P1 ATP5PDP3 ENSG00000224935 IMP3P1 JKAMPP1 LINC00583 LINC01235 LURAP1L LURAP1L-AS1 MPDZ PES1P2 PRDX1P1 PTPRD PTPRD-DT RN7SL5P RN7SL849P RNU2-47P RPL3P11 RPS26P3 TYRP1 chr9p24 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr9p24 ACTG1P14 AK3 AK4P4 ATP5PDP2 CARM1P1 CD274 CDC37L1 CDC37L1-DT CSNK1G2P1 DDX11L5 DMAC1 DMRT1 DMRT2 DMRT3 DOCK8 DOCK8-AS1 DOCK8-AS2 ECM1P1 EIF1P1 ENSG00000286162 ERMP1 FAM138C FOXD4 GLDC GLIS3 GLIS3-AS1 GLIS3-AS2 GPS2P1 GTF3AP1 H3P29 HMGN2P31 HNRNPA1P41 IGHEP2 IL33 INSL4 INSL6 JAK2 KANK1 KCNV2 KDM4C KIAA2026 KLF4P1 LINC01230 LINC01231 LINC01388 LINC02851 MIR101-2 MIR1302-9 MIR1302-9HG MIR4665 MLANA MTATP6P11 MTCO1P11 MTCO2P11 MTCO3P11 MTND1P11 MTND4P14 MTND5P14 MTND6P5 PDCD1LG2 PDSS1P1 PGM5P3-AS1 PLGRKT PLPP6 PPIAP33 PRELID3BP11 PTPRD-AS1 PUM3 RANBP6 RCL1 RFX3 RFX3-DT RIC1 RLN1 RLN2 RN7SL123P RN7SL25P RN7SL592P RNA5SP279 RNF152P1 RNF2P1 RNU2-25P RNU6-1073P RNU6-1327P RNU6-694P RNU7-185P RPL12P25 RPL23AP57 RPL35AP20 RPL4P5 RPS27AP14 RPS3AP54 SELENOTP1 SLC1A1 SMARCA2 SMARCA2-AS1 SNRPEP2 SPATA6L TCF3P1 TPD52L3 UHRF2 VLDLR VLDLR-AS1 WASHC1 ZNG1A chr9q12 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr9q12 CNTNAP3C ENSG00000276422 FAM74A4 FAM74A6 LOC124902165 RN7SL462P SPATA31A5 SPATA31A7 chr9q13 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr9q13 ADGRF5P1 ANKRD20A4P ANKRD20A5P AQP7P1 AQP7P2 AQP7P4 ATP5F1AP7 BMS1P10 BMS1P11 BMS1P9 BNIP3P4 CDK2AP2P2 CDK2AP2P3 CDRT15P7 CNN2P3 CNTNAP3P1 CNTNAP3P5 CYP4F25P DUX4L50 ENSG00000290573 FAM242D FAM242E FAM27C FAM88B FAM88C FAM88F FGF7P6 FGF7P7 FGF7P8 FKBP4P7 FLJ43315 FRG1JP GXYLT1P6 IGKV1OR-2 LERFS LINC01189 LINC01410 LOC124902333 MIR4477B MYO5BP2 MYO5BP3 PTGER4P2 PTGER4P3 RAB28P2 RBPJP7 RN7SL544P RN7SL722P RNA5SP283 RNA5SP284 RNU6-1193P RNU6-1293P RPL7AP46 RPL7AP76 SDR42E1P3 SNORA70 SNX18P9 chr9q21 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr9q21 ABHD17B AGTPBP1 ALDH1A1 ANKRD20A1 ANKRD20A2P ANKRD20A3P ANXA1 APBA1 AQP7P3 ASS1P3 ATP5F1AP10 ATP5MFP3 BANCR BMS1P12 BMS1P13 BTF3P4 C9orf153 C9orf40 C9orf57 C9orf64 C9orf85 CARNMT1 CARNMT1-AS1 CDC20P1 CDRT15P12 CEMIP2 CEP78 CFAP95 CFAP95-DT CHCHD2P9 CNTNAP3P2 CTSL CTSL3P CYP1D1P CYP4F59P DAPK1 DAPK1-IT1 DDX10P2 DPP3P2 EIF3JP3 ENSG00000200969 ENSG00000227463 ENSG00000227809 ENSG00000233178 ENSG00000236252 ENSG00000260995 ENSG00000285634 ENSG00000290970 ENTREP1 FAM27B FAM27E3 FAM74A3 FKBP4P8 FOXB2 FOXD4L3 FOXD4L4 FOXD4L5 FRG1KP FRMD3 FRMD3-AS1 FXN GAS1 GAS1RR GCNT1 GDA GKAP1 GNA14 GNA14-AS1 GNAQ GOLM1 GXYLT1P4 H3P32 HNRNPK HNRNPK-AS1 HSPB1P1 IDNK IGKV1OR-3 IGKV1OR9-1 ISCA1 KIF27 KLF9 KRT18P24 LINC01474 LINC01504 LINC01506 LINC01507 LINC02834 LINC02872 LINC02893 LINC03025 LNCARSR LYPLA2P3 MAMDC2 MAMDC2-AS1 MIR204 MIR7-1 MTCO1P51 MTCO3P40 MTND2P8 MTND2P9 NAA35 NFYCP2 NMRK1 NPAP1P4 NPAP1P6 NTRK2 NUTF2P3 OSTF1 OTX2P1 PABIR1 PCA3 PCSK5 PGM5 PGM5-AS1 PHB1P7 PIGUP1 PIP5K1B PPIAP87 PRKACG PRUNE2 PSAT1 PTAR1 RAB28P4 RASEF RBM17P2 RBM22P5 RBPJP2 RFC5P1 RFK RMI1 RN7SKP242 RN7SKP264 RN7SKP47 RN7SKP59 RN7SL422P RN7SL570P RN7SL726P RN7SL787P RNA5SP285 RNA5SP286 RNA5SP287 RNU2-36P RNU2-5P RNU4-15P RNU4-29P RNU6-1035P RNU6-1228P RNU6-1303P RNU6-368P RNU6-445P RNU6-538P RNU6-820P RORB RORB-AS1 RPL21P84 RPL24P8 RPL35AP21 RPS19P6 RPS20P24 RPS20P25 RPS27AP15 RPS6P12 RPSAP75 RPSAP9 SDR42E1P4 SLC28A3 SLC28A3-AS1 SMC5 SMC5-DT SNORA70 SNX18P4 SPATA31A3 SPATA31B1P SPATA31D1 SPATA31D2P SPATA31D3 SPATA31D4 SPATA31D5P STK33P1 TJP2 TLE1 TLE1-DT TLE4 TMC1 TMEM252 TMEM252-DT TRPM3 TRPM6 TUT7 UBE2V1P10 UBQLN1 UBQLN1-AS1 VPS13A VPS13A-AS1 ZFAND5 ZNF658 ZNG1C ZNG1DP ZNG1E chr9q22 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr9q22 ADIPINT ALG2 ALOX15P2 ANKRD18CP ANKRD19P ANKS6 ANP32B AOPEP ASPN AUH BARX1 BARX1-DT BEND3P2 BICD2 CARD19 CCDC180 CDC14B CDK20 CENPP CKS2 COL15A1 CORO2A CTSLP8 CTSV CYCSP24 DIRAS2 ECM2 EEF1DP2 EIF4BP3 ELF2P3 ENSG00000223446 ENSG00000267026 ENSG00000275465 ENSG00000283205 ENSG00000285706 ENSG00000287187 ENSG00000287769 ENSG00000287955 ENSG00000288062 ENSG00000290883 ERCC6L2 ERCC6L2-AS1 FAM120A FAM120A2P FAM120AOS FAM220CP FANCC FBP1 FBP2 FBP2P1 FGD3 FOXE1 GABBR2 GADD45G GALNT12 GAS2L1P2 HABP4 HEMGN HNRNPA1P14 HSD17B3 HSD17B3-AS1 HSPE1P22 IARS1 IL6RP1 IPPK KRT18P13 KRT8P11 LINC00092 LINC00475 LINC00484 LINC01501 LINC01508 LINC02603 LINC02843 LINC02937 LINC02957 LINC03026 LINC03062 MFSD14B MFSD14CP MIR1302-8 MIR2278 MIR23B MIR24-1 MIR27B MIR3074 MIR3153 MIR3651 MIR3910-1 MIR3910-2 MIR4289 MIR4290 MIR4290HG MIR4291 MIR4670 MIR548AU MIR6081 MIR6854 MIRLET7A1 MIRLET7A1HG MIRLET7D MIRLET7F1 MT1P1 MTATP6P29 MTCO3P29 MTND3P23 MTND4LP7 MTND4P15 NAMA NANS NCBP1 NFIL3 NINJ1 NME2P3 NOL8 NPAP1P7 NPAP1P9 NSA2P7 NUTM2F NUTM2G NXNL2 OGN OMD OR7E108P OR7E109P OR7E116P OR7E31P PA2G4P6 PAICSP2 PARK7P2 PCAT7 PCNPP2 PHF2 PRSS47P PRXL2C PTCH1 PTCSC2 PTMAP11 PTMAP12 PTPDC1 RN7SKP225 RN7SL794P RNA5SP288 RNA5SP289 RNA5SP290 RNU2-46P RNU6-1160P RNU6-669P RNU6-714P RNU6-798P RNU6-829P RNU6-86P RNU6-918P ROR2 RPL21P82 RPL21P85 RPL21P86 RPS10P3 RPSAP49 S1PR3 SEC61B SECISBP2 SEMA4D SEPTIN7P7 SHC3 SLC35D2 SNORA84 SNX18P2 SPATA31C1 SPATA31C2 SPATA31E1 SPIN1 SPTLC1 STRA6LP SUGT1P4 SUGT1P4-STRA6LP SUGT1P4-STRA6LP-CCDC180 SUSD3 SYK TBC1D2 TCEA1P1 TDRD7 TGFBR1 TMOD1 TRIM14 TRMO TSTD2 VDAC1P11 VN1R51P WNK2 XPA YRDCP1 YRDCP2 ZNF169 ZNF322P1 ZNF367 ZNF484 ZNF510 ZNF782 chr9q31 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr9q31 ABCA1 ABITRAM ACNATP ACTG1P19 ACTL7A ACTL7B ALDOB ARL2BPP7 BAAT C9orf152 CAVIN4 CCSER2P1 CHCHD4P2 CT70 CTNNAL1 CYLC2 DEPDC1P2 DNAJC25 DNAJC25-GNG10 DPPA3P10 ECPAS ELP1 ENSG00000230782 ENSG00000232939 ENSG00000237461 EPB41L4B ERP44 FKTN FKTN-AS1 FRRS1L FSD1L FYTTD1P1 GAPDHP26 GNG10 GRIN3A HMGN2P32 INVS KLF4 LINC00587 LINC01492 LINC01505 LINC01509 LINC02977 LINC03094 LPAR1 LRRC37A5P MIR32 MIR3927 MIR4668 MIR7702 MIR8081 MRPL50 MSANTD3 MSANTD3-TMEFF1 MTND2P11 MTND3P4 MUSK NANOGP5 NIPSNAP3A NIPSNAP3B NR4A3 OR13C1P OR13C2 OR13C3 OR13C4 OR13C5 OR13C8 OR13C9 OR13D1 OR13D2P OR13D3P OR13F1 OR13I1P OR2K2 PALM2AKAP2 PGAP4 PLPPR1 PPIAP88 PPP3R2 PTGR1 PTPN3 RAD23B RALGAPA1P1 RN7SKP191 RN7SKP77 RN7SKP87 RN7SL659P RN7SL75P RNA5SP291 RNA5SP292 RNA5SP293 RNA5SP294 RNF20 RNU6-1013P RNU6-1039P RNU6-1064P RNU6-329P RNU6-432P RNU6-492P RNU6-710P RNU6-984P RNU6-996P RNY4P18 RPL21P87 RPL31P43 RPL36AP35 RPL36AP6 RPL36P14 RPL7AP44 RPS15AP27 RPS2P35 SHOC1 SLC25A6P5 SLC44A1 SMC2 SMC2-DT STX17 STX17-DT SVEP1 TAL2 TEX10 TMEFF1 TMEM245 TMEM246-AS1 TMEM38B TOPORSLP TRMT112P4 TRPC6P4 TXN TXNDC8 UGCG UPF3AP3 YBX1P6 ZNF189 ZNF462 ZNF483 ZYG11AP1 chr9q32 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr9q32 AKNA ALAD AMBP ATP6V1G1 BSPRY C9orf43 CDC26 COL27A1 DELEC1 FAM225A FAM225B FKBP15 HDHD3 HSDL2 HSDL2-AS1 HSPE1P28 INIP KIAA1958 KIF12 MIR455 MUPP ORM1 ORM2 POLE3 PRPF4 PTBP3 RGS3 RN7SL430P RN7SL57P RNA5SP295 RNF183 RNU6-855P RPL29P20 RPL32P22 SLC31A1 SLC31A2 SLC46A2 SLC46A2-AS1 SNX30 SNX30-DT SUSD1 TEX48 TEX53 TMEM268 TNFSF15 WDR31 WHRN ZFP37 ZNF618 ZNF883 chr9q33 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr9q33 ADGRD2 AHCYP2 ANGPTL2 ARPC5L ASTN2 ASTN2-AS1 B3GALT9 BRINP1 C5 CDK5RAP2 CNTRL CRB2 CUTALP DAB2IP DENND1A ENSG00000225050 ENSG00000230894 ENSG00000233569 ENSG00000236461 ENSG00000286718 ENSG00000288537 FBXW2 FXNP2 GAPVD1 GARNL3 GGTA1 GOLGA1 GPR21 GSN GSN-AS1 HMGB1P37 HNRNPA1P15 HSPA5 HSPA5-DT KRT18P67 LHX2 LHX2-AS1 LHX6 LINC00474 LINC01613 LINC02578 LMX1B LMX1B-DT LRSAM1 MAPKAP1 MEGF9 MIR147A MIR181A2 MIR181A2HG MIR181B2 MIR4478 MIR600 MIR600HG MIR601 MIR7150 MORN5 MRRF MVB12B NDUFA8 NEK6 NR5A1 NR6A1 NRON OLFML2A OR1B1 OR1H1P OR1J1 OR1J2 OR1J4 OR1K1 OR1L1 OR1L3 OR1L4 OR1L6 OR1L8 OR1N1 OR1N2 OR1Q1 OR5C1 PAPPA PAPPA-AS1 PAPPA-AS2 PBX3 PBX3-DT PDCL PHF19 PIGFP2 PPP6C PRPS1P2 PSMB7 PSMD5 PTGS1 RAB14 RABEPK RABGAP1 RALGPS1 RBM18 RC3H2 RN7SKP125 RN7SKP128 RN7SL181P RN7SL187P RN7SL302P RN7SL30P RNU4-82P RNU6-1020P RNU6-1082P RNY1P15 RPL10P3 RPL12 RPL35 RPL35AP22 RPSAP76 SCAI SKA2P1 SLC2A8 SNORA65 SNORA70C SNORD90 STOM STRBP TLK1P1 TLR4 TNC TNFSF8 TPT1P9 TRAF1 TRIM32 TTLL11 TUBB4BP6 WDR38 ZBTB26 ZBTB34 ZBTB43 ZBTB6 ZNF79 chr9q34 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr9q34 ABCA2 ABL1 ABO ADAMTS13 ADAMTSL2 AGPAT2 AIF1L AJM1 AK1 AK8 ANAPC2 ARF4P1 ARRDC1 ARRDC1-AS1 ASB6 ASS1 ATP6V1G1P3 BARHL1 BBLN BRD3 BRD3OS C8G C9orf163 C9orf50 C9orf78 CACFD1 CACNA1B CAMSAP1 CAMSAP1-DT CARD9 CCDC183 CCDC183-AS1 CCDC187 CDK9 CEL CELP CERCAM CFAP157 CFAP77 CIZ1 CLIC3 COL5A1 COL5A1-AS1 COQ4 CRAT CYSRT1 DBH DBH-AS1 DDX31 DIPK1B DKFZP434A062 DNLZ DNM1 DOLK DOLPP1 DPH7 DPM2 DPP7 DYNC2I2 EDF1 EEF1A1P5 EEIG1 EGFL7 EHMT1 EIF4A1P3 ENDOG ENG ENSG00000203987 ENSG00000225032 ENSG00000226355 ENSG00000226706 ENSG00000235138 ENSG00000236403 ENSG00000236543 ENSG00000255585 ENSG00000284976 ENSG00000286502 ENSG00000288570 ENSG00000288989 ENTPD2 ENTPD8 ENTR1 EXD3 EXOSC2 FAM157B FAM163B FAM166A FAM78A FBXW5 FCN1 FCN2 FIBCD1 FIBCD1-AS1 FNBP1 FPGS FUBP3 FUT7 GBGT1 GFI1B GLE1 GLT6D1 GOLGA2 GPR107 GPRACR GPSM1 GRIN1 GTF3C4 GTF3C5 HMCN2 HMGA1P4 IER5L IER5L-AS1 IL9RP1 INPP5E KCNT1 KYAT1 LAMC3 LCN1 LCN10 LCN12 LCN15 LCN1P1 LCN1P2 LCN2 LCN6 LCN8 LCN9 LCNL1 LHX3 LINC00963 LINC01451 LINC01502 LINC01503 LINC02247 LINC02692 LINC02846 LINC02907 LINC02908 LINC02913 LINC02975 LRRC26 LRRC8A MAMDC4 MAN1B1 MAN1B1-DT MED22 MED27 MIGA2 MIR126 MIR199B MIR219A2 MIR219A2HG MIR219B MIR2861 MIR3154 MIR3621 MIR3689A MIR3689B MIR3689C MIR3689D1 MIR3689D2 MIR3689E MIR3689F MIR3911 MIR3960 MIR4292 MIR4479 MIR4669 MIR4672 MIR4673 MIR4674 MIR548AW MIR602 MIR6722 MIR6855 MIR6856 MIR6877 MIR7114 MRPL41 MRPS2 MYMK NACC2 NAIF1 NALT1 NCLP1 NCS1 NDOR1 NELFB NIBAN2 NOTCH1 NOXA1 NPDC1 NRARP NSMF NTMT1 NTNG2 NUP188 NUP214 OBP2A OBP2B ODF2 ODF2-AS1 OLFM1 OR4F8BP PAEP PAEPP1 PAXX PHPT1 PHYHD1 PIERCE1 PIP5KL1 PKN3 PLPP7 PMPCA PNPLA7 POMT1 PPP1R26 PPP1R26-AS1 PRDM12 PRRC2B PRRT1B PRRX2 PRRX2-AS1 PTGDS PTGES PTGES2 PTGES2-AS1 PTPA PTRH1 QRFP QSOX2 RABL6 RALGDS RAPGEF1 REXO4 RN7SL159P RN7SL328P RN7SL560P RN7SL665P RNA5SP296 RNF208 RNF224 RNU5D-2P RNU6-785P RNU6-881P RNU6ATAC RNU7-171P RNU7-21P RPL21P81 RPL7A RXRA SAPCD2 SARDH SEC16A SET SETP5 SETX SH2D3C SH3GLB2 SLC25A25 SLC25A25-AS1 SLC27A4 SLC2A6 SLC34A3 SNAPC4 SNHG7 SNORA17A SNORA17B SNORD24 SNORD36A SNORD36B SNORD36C SNORD62 SNORD62A SNORD62B SOCS5P2 SOHLH1 SPACA9 SPOUT1 SPTAN1 SSNA1 ST6GALNAC4 ST6GALNAC6 STKLD1 STPG3 STPG3-AS1 STXBP1 SURF1 SURF2 SURF4 SURF6 SWI5 TBC1D13 TMEM141 TMEM203 TMEM210 TMEM250 TMSB4XP4 TOR1A TOR1B TOR2A TOR4A TPRN TRAF2 TRUB2 TSC1 TTC16 TTF1 TUBB4B TUBBP5 UAP1L1 UBAC1 UBE2V1P4 UCK1 URM1 USP20 VAV2 VTI1BP4 WDR5 WDR5-DT ZDHHC12 ZDHHC12-DT ZER1 ZMYND19 chrXp11 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chrXp11 ACAA2P1 ACTBP1 ACTG1P10 AKAP4 ALAS2 APEX2 ARAF ATP5MC2P4 ATP6AP2 BAG1P1 BCOR BMP15 CACNA1F CASK CASK-AS1 CCDC120 CCDC22 CCNB3 CDK16 CENPVL1 CENPVL2 CENPVL3 CFP CHMP5P1 CHST7 CHTF8P1 CLCN5 CLDN7P1 CLIC4P3 CPSF1P2 CTNNBL1P1 CXXC1P1 CXorf38 DDX3X DGKK DIPK2B DPRXP6 DUSP21 DYNLT3 EBP EFHC2 EIF4A2P4 ELK1 ENSG00000212347 ENSG00000224610 ENSG00000228771 ENSG00000236393 ENSG00000287215 ENSG00000289127 ERAS EZHIP FAAH2 FAM104B FAM120C FAM156A FAM156B FDPSP5 FGD1 FLICR FOXP3 FOXR2 FTLP16 FTSJ1 FUNDC1 GAGE1 GAGE10 GAGE12B GAGE12C GAGE12D GAGE12E GAGE12F GAGE12G GAGE12H GAGE12J GAGE13 GAGE2A GAGE2E GAPDHP1 GAPDHP65 GATA1 GEMIN7P1 GLOD5 GNL3L GOT2P6 GPKOW GPR173 GPR34 GPR82 GRIPAP1 GSPT2 H2AL3 H2AP H3P44 HDAC6 HDGFL3P1 HMGB1P15 HSD17B10 HSPB1P2 HUWE1 IMPDH1P2 IMPDH1P4 INE1 IPO7P1 IQSEC2 ITIH6 ITPK1P1 JADE3 KANTR KCND1 KDM5C KDM5C-IT1 KDM6A KLF8 KRBOX4 KRT18P68 KRT8P14 KRT8P17 LINC01186 LINC01204 LINC01281 LINC01282 LINC01283 LINC01284 LINC01496 LINC01545 LINC01560 LINC02595 LINC02601 LINC03053 MAGED1 MAGED2 MAGED4 MAGED4B MAGEH1 MAGIX MAOA MAOB MDH1P1 MED14 MED14OS MED28P4 MFFP3 MID1IP1 MID1IP1-AS1 MIR1587 MIR188 MIR221 MIR222 MIR222HG MIR362 MIR3937 MIR4536-1 MIR4536-2 MIR4769 MIR500A MIR500B MIR501 MIR502 MIR532 MIR548AJ2 MIR660 MIR6857 MIR6894 MIR6895 MIR8088 MIR98 MIRLET7F2 MKI67P1 MKRN4P MPC1L MPV17L2P1 MRPL32P1 MRPL32P2 MRPS18CP7 MTCO1P52 MTHFD1P1 MTND1P30 MTND2P24 MYCLP2 NANOGP10 NBDY NDP NDP-AS1 NDUFB11 NICN2P NLRP2B NPM1P49 NUDT10 NUDT11 NUS1P1 NYX OOEPP1 OTC OTUD5 PAGE1 PAGE2 PAGE2B PAGE3 PAGE4 PAGE5 PCNAP3 PCSK1N PFKFB1 PGAM1P7 PGAM4P1 PHF8 PIM2 PINCR PLLPP1 PLP2 PORCN PORCN-DT PPP1R11P2 PPP1R2C PPP1R3F PQBP1 PRAF2 PRICKLE3 PSMA5P1 PYY3 RBM10 RBM22P6 RBM22P7 RBM3 RBM39P1 RGN RIBC1 RN7SL144P RN7SL15P RN7SL262P RN7SL291P RN7SL732P RN7SL785P RNA5SP502 RNA5SP503 RNA5SP504 RNA5SP505 RNU12-2P RNU4-52P RNU6-1056P RNU6-1124P RNU6-1189P RNU6-1321P RNU6-202P RNU6-29P RNU6-421P RNU6-434P RNU6-49P RNU6-504P RNU6-50P RNU6-591P RNU6-630P RNU6-707P RNU6-722P RNU6-935P RNU7-164P RNU7-7P RP2 RPGR RPL19P20 RPL23AP83 RPL32P36 RPL37P24 RPL7AP71 RPL7P57 RPS11P7 RPS15AP39 RPS2P55 RPSAP61 RPSAP62 RRAGB RRM2P3 S100A11P10 S100A11P5 S100A11P6 S100A11P7 S100A11P8 S100A11P9 SALL1P1 SC4MOP SDCBPP3 SHISA5P1 SHROOM4 SLC35A2 SLC38A5 SLC9A7 SMC1A SMIM15P1 SMSP1 SNORA11 SNORA11C SNORA11D SNORA11E SNORA11G SPACA5 SPACA5B SPANXN5 SPIN2A SPIN2B SPIN2P1 SPIN3 SRPX SRSF6P1 SSX1 SSX18P SSX2 SSX20P SSX21P SSX2B SSX3 SSX4 SSX4B SSX5 SSX6P SSX7 SSX8P SSX9P SSXP1 SSXP3 SSXP4 SSXP5 SSXP9 SUV39H1 SYN1 SYP SYP-AS1 SYTL5 TATDN2P1 TBC1D25 TDGF1P1 TFE3 TIMM17B TIMP1 TIPINP1 TNIP2P1 TPMTP3 TRO TSPAN7 TSPYL2 TSR2 UBA1 UBQLN2 UBTFL11 UQCR10P1 UQCRBP1 USP11 USP27X USP27X-DT USP51 USP9X UXT UXT-AS1 VDAC1P2 VEZTP1 VN1R110P VTRNA3-1P WAS WASF4P WDR13 WDR45 WNK3 XAGE1A XAGE1B XAGE2 XAGE3 XAGE5 YBX1P8 YWHAZP10 ZNF157 ZNF182 ZNF41 ZNF630 ZNF630-AS1 ZNF674 ZNF674-AS1 ZNF81 ZXDA ZXDB chrXp21 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chrXp21 AMZ2P3 ARX CFAP47 CKS1BP6 CYBB DCAF8L1 DCAF8L2 DMD DMD-AS3 ENSG00000226484 FAM47A FAM47B FAM47C FAM47DP FMN2P1 FTH1P14 FTH1P19 FTH1P27 FTH1P28 FTH1P29 FTHL17 FTHL18P FTLP2 GK GK-AS1 GK-IT1 H2AL1MP H2AL1Q H3P43 HMGA1P1 HMGB1P16 IL1RAPL1 LANCL3 MAGEB1 MAGEB10 MAGEB16 MAGEB18 MAGEB2 MAGEB3 MAGEB4 MAGEB5 MAGEB6 MAGEB6B METTL1P1 MIR3915 MIR4666B MIR548F5 MIR6134 MOB1AP2 NFYCP1 NPM1P8 NR0B1 ORC1P1 PAFAH1B2P1 PIGFP3 PLCE1P1 PPP4R3C PRRG1 PTP4A1P5 RANBP1P1 RDXP2 RDXP3 RN7SL91P RNA5SP500 RNA5SP501 RNU1-142P RNU6-1087P RNU6-641P RNU6-894P RPL7P58 RPP40P1 RPS15AP40 SIAH1P1 SRSF2P1 TAB3 TAB3-AS1 TAB3-AS2 TASL TBCAP1 TFDP1P2 TMEM47 VENTXP1 VKORC1P1 XK chrXp22 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chrXp22 ACE2 ACE2-DT ACOT9 ADGRG2 AKAP17A AMELX ANAPC15P1 ANOS1 AP1S2 APOO ARHGAP6 ARSD ARSD-AS1 ARSF ARSH ARSL ASB11 ASB9 ASMT ASMTL ASMTL-AS1 ASS1P4 ATXN3L BCLAF3 BEND2 BLOC1S6P1 BMX BRK1P1 CA5B CA5BP1 CBLL2 CBX1P2 CBX1P4 CD99 CD99P1 CDKL5 CHP1P3 CLCN4 CLDN34 CLTRN CNKSR2 CRLF2 CSF2RA CTPS2 CXorf58 CYTH1P1 DDX53 DHRSX DHRSX-IT1 DRAXINP1 EEF1B2P3 EGFL6 EIF1AX EIF1AX-AS1 EIF2S3 EIF5P1 EIF5P2 ENSG00000200620 ENSG00000201407 ENSG00000201467 ENSG00000201660 ENSG00000228543 ENSG00000235834 ENSG00000236513 ENSG00000238764 ENSG00000288706 FABP5P13 FAM136GP FAM3C2P FAM9A FAM9B FAM9C FAM9CP1 FANCB FRMPD4 FRMPD4-AS1 GEMIN8 GJA6P GLRA2 GOT2P7 GPM6B GPR143 GPX1P1 GRPR GS1-600G8.3 GTPBP6 GYG2 GYG2-AS1 H2BP7 HADHBP1 HAUS1P2 HCCS HCCS-DT HIKESHIP1 HMGN1P33 IL3RA INE2 KLHL15 KLHL34 KRT18P53 LIMK2P1 LINC00102 LINC00106 LINC00685 LINC01203 LINC01456 LINC01546 LINC02154 LINC02968 LINC03070 LINC03113 LINC03114 LOC101928092 MAGEB17 MAGEB17-AS1 MAP3K15 MAP7D2 MBTPS2 MDM4P1 METTL15P3 MID1 MIR23C MIR3690 MIR4767 MIR4768 MIR4770 MIR548AM MIR548AX MIR6086 MIR6089 MIR651 MOSPD2 MRPL35P4 MSL3 MSL3-DT MTCYBP12 MTND6P12 MXRA5 NHS NHS-AS1 NLGN4X NOLC1P1 NPM1P9 OFD1 P2RY8 PCYT1B PCYT1B-AS1 PDCL2P1 PDHA1 PDK3 PHEX PHEX-AS1 PHKA2 PHKA2-AS1 PIGA PIR PLCXD1 PNPLA4 POLA1 PPEF1 PPEF1-AS1 PPP2R3B PRDX4 PRKX PRKX-AS1 PRPS2 PSMA6P2 PTCHD1 PTCHD1-AS PUDP RAB9A RAI2 RARRES2P3 RBBP7 REPS2 RN7SKP183 RN7SKP20 RN7SKP290 RN7SL48P RN7SL578P RN7SL658P RNA5SP498 RNA5SP499 RNU4-6P RNU5F-7P RNU6-114P RNU6-133P RNU6-146P RNU6-266P RNU6-800P RNU7-56P RPL12P49 RPL14P5 RPL17P49 RPL24P9 RPL30P15 RPL35AP37 RPL6P30 RPL9P7 RPS24P21 RPS26P58 RPS27AP17 RPS27AP20 RPS5P8 RPS6KA3 RS1 S100G SAT1 SAT1-DT SCARNA23 SCML1 SCML2 SETP15 SH3KBP1 SHOX SHROOM2 SLC25A6 SLC35C2P1 SMPX SMS SNORA48B SNRPEP9 STS SUPT20HL1 SUPT20HL2 SYAP1 TBL1X TCEANC TLR7 TLR8 TLR8-AS1 TMSB10P2 TMSB4X TPT1P14 TRAPPC2 TXLNG UBE2E4P VCX VCX2 VCX3A VCX3B VEGFD WWC3 WWC3-AS1 XG YY2 ZBED1 ZFX ZFX-AS1 ZRSR2 chrXq11 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chrXq11 AMER1 ARHGEF9 ARHGEF9-IT1 ASB12 BLOC1S2P1 BTF3P8 CBX1P1 CCT4P2 ENSG00000288661 GRPEL2P2 HNRNPDP1 KPNA4P1 KRT8P27 LINC01278 MIR1468 MORF4L1P5 MTMR8 MTND1P31 MTND2P25 PFN5P PRXL2CP1 RN7SL799P SHC1P1 SPIN4 SPIN4-AS1 SSBL2P YWHAZP7 ZC3H12B ZC4H2 ZFRP1 chrXq12 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chrXq12 AKIRIN1P2 AP1M2P1 AR ATXN7L3P1 BMI1P1 CCNYL5 EDA2R EIF4BP9 ETF1P3 FRMD8P1 HEPH LAS1L MIR223 MIR223HG MSN MTFR1P1 NANOGP9 OPHN1 PGK1P1 PKMP2 RBMXP5 RNU6-1225P RNU6-394P TLE1P1 VSIG4 YIPF6 chrXq13 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chrXq13 AARSD1P1 ABCB7 ACTR3P2 ARL5AP5 ARR3 ATP5MKP1 AWAT1 AWAT2 BMP2KL BRAFP1 BUD31P2 CAPZA1P3 CDX4 CHIC1 CITED1 CNOT7P1 COX6CP12 CXCR3 CXorf49 CXorf49B CXorf65 CYCSP43 DDX3P1 DDX3P2 DGAT2L6 DLG3 DLG3-AS1 DMRTC1 DMRTC1B EDA EFNB1 ENSG00000228427 ENSG00000231963 ENSG00000283599 ENSG00000284391 ERCC6L FAM226B FAM236A FAM236B FAM236C FAM236D FOXN3P2 FOXO4 FTX FXYD6P3 GCNA GDPD2 GJB1 HDAC8 HMGN1P35 HNRNPA1P25 IGBP1 IGBP1-AS1 IGBP1-AS2 IL2RG INGX ITGB1BP2 JPX KIF4A LDHBP2 LINC00269 LINC00891 LNX2BP LOC124905290 LRRFIP2P1 MAGEE1 MAGEE2 MAP2K4P1 MATR3P1 MED12 MIR374A MIR374B MIR374C MIR421 MIR545 MIR676 MKRN5P MMADHCP1 MORF4L1P6 MTCYBP31 MTND4P31 NALF2 NAP1L2 NAP1L6P NEXMIF NHSL2 NLGN3 NONO NUTF2P7 OGT OTUD6A P2RY4 PABPC1L2A PABPC1L2B PABPC1L2B-AS1 PABPC1P3 PABPN1P1 PBDC1 PCNPP4 PDZD11 PHKA1 PHKA1-AS1 PIN4 PJA1 RAB11FIP1P1 RAB41 RHOG2P RLIM RN7SL388P RN7SL581P RN7SL648P RN7SL790P RNA5SP507 RNA5SP508 RNU1-112P RNU1-56P RNU2-68P RNU4-81P RNU6-1044P RNU6-1078P RNU6-245P RNU6-330P RNU6-562P RNU6-867P RNY4P23 RPL21P134 RPL31P63 RPL7P53 RPS23P8 RPS26P11 RPS4X RPS6P26 RPS7P14 RPSAP14 RTL5 SAR1AP4 SEPHS1P4 SERBP1P1 SHISA5P2 SLC16A2 SLC7A3 SNORD3E SNX12 SOCS5P4 SOCS6P1 STARD8 TAF1 TERF1P7 TEX11 THAP12P1 TOMM20P4 TPT1P15 TRAPPC13P1 TRAPPC2LP1 TSIX TTC3P1 UHRF2P1 UPRT WASHC3P1 XIST YWHAZP8 ZCCHC13 ZCRB1P1 ZDHHC15 ZMYM3 chrXq21 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chrXq21 AP2B1P1 APOOL ATG4AP1 ATP7A ATRX BRDTP1 BRWD3 C4orf46P2 CALM1P1 CAPZA1P1 CCNB1IP1P3 CHM CHMP1B2P COPS8P1 CORO1CP1 COX7B CPXCR1 CTHRC1P1 CYLC1 CYSLTR1 DACH2 DIAPH2 DIAPH2-AS1 DLGAP5P2 EEF1A1P15 EEF1A1P29 EIF3JP1 EIF3MP1 EIF4A1P10 ENSG00000202183 ENSG00000239008 ENSG00000252016 ENSG00000289575 FABP5P15 FAM133A FCF1P9 FGF16 FNDC3CP GEMIN8P3 GPR174 GTF3C6P1 HDX HK2P1 HMGB1P32 HMGN1P34 HMGN5 HNRNPDLP1 HNRNPDLP3 HNRNPH3P1 ITM2A KAT7P1 KIF4CP KLHL4 KPNB1P1 KRT18P11 LINC03077 LPAR4 MAGT1 MIR1321 MIR325 MIR325HG MIR361 MIR384 MIR4328 MIR548I4 MIR548M MRPS22P1 NAP1L3 NCKAP1P1 NDUFA5P7 NDUFB5P2 NT5DC1P1 P2RY10 P2RY10BP PABPC5 PABPC5-AS1 PAICSP7 PCDH11X PDK1P2 PGAM4 PGK1 POF1B POMPP1 POU3F4 PPATP2 PSMA1P1 RN7SKP194 RN7SL379P RN7SL460P RN7SL74P RNA5SP509 RNA5SP510 RNF19BPX RNU2-26P RNU6-332P RNU6-493P RNU6-555P RNU6-854P RNU6-974P RNU6-995P RPA4 RPL22P22 RPL26P36 RPL34P36 RPL6P29 RPL7P54 RPL7P55 RPS29P28 RPS6KA6 RPS7P13 RPSAP15 RTL3 SATL1 SERBP1P4 SETP4 SFR1P2 SH3BGRL SKP2P1 SNX3P1X SPRYD7P1 SRIP2 ST13P18 STAU2P1 STIP1P3 TAF9B TBX22 TENT5D TERF1P4 TGIF2LX TMEM184CP1 TPMTP4 TUBB4BP8 TUSC2P2 UBE2DNL UBE2V1P7 UBE2V1P9 USP12PX USP37P1 VDAC1P1 VDAC1P3 WBP11P3 ZNF711 chrXq22 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chrXq22 ARL13A ARMCX1 ARMCX2 ARMCX3 ARMCX3-AS1 ARMCX4 ARMCX5 ARMCX5-GPRASP2 ARMCX6 ARMCX7P ATG4A B3GNT2P1 BEND7P1 BEX1 BEX2 BEX3 BEX4 BEX5 BTK C3orf49P1 CENPI CLDN2 CNEP1R1P1 COL4A5 COL4A6 CSGALNACT2P1 CSGALNACT2P2 CSTF2 CTDSPL2P1 CTDSPL2P2 DNAAF6 DNAJA1P3 DPPA3P1 DRP2 EEF1A1P40 ELF2P1 ENSG00000202231 ENSG00000236064 ESX1 FAM199X FOXN3P1 FRMPD3 FRMPD3-AS1 GAPDHP77 GK4P GLA GLRA4 GPRASP1 GPRASP2 GPRASP3 GTF3C6P2 H2BP8 H2BP9 H2BW1 H2BW2 H2BW3P H3P45 HNRNPA1P26 HNRNPA1P27 HNRNPH2 IL1RAPL2 IRS4 IRS4-AS1 KCTD9P2 KRT18P49 LINC00630 LOC105373299 MID2 MIR548AN MORC4 MORF4L2 MORF4L2-AS1 MTATP6P19 MTCO1P19 MTCO2P19 MTCO3P19 MTCYBP32 MTND1P32 MTND2P2 MTND4P32 MTND5P26 MTND6P13 MTND6P32 MYCLP1 NANOGNBP3 NAP1L4P2 NCBP2L NLRP3P1 NOX1 NRK NSA2P3 NUDT19P2 NUP62CL NXF2 NXF2B NXF3 NXF4 NXF5 PCDH19 PHB1P10 PLP1 PPIAP89 PPIAP90 PRKCIP1 PRPS1 PSMD10 PWWP3B RAB40A RAB40AL RAB9B RAD21P1 RADX RBM41 RIPPLY1 RNA5SP511 RNF128 RNU6-207P RNU6-309P RNU6-30P RNU6-345P RNU6-587P RNU6-589P RNU6-934P RPL18AP14 RPL21P132 RPL36A RPL36A-HNRNPH2 RPSAP59 RPSAP8 SERPINA7 SERPINA7P1 SLC25A53 SLC25A53P1 SRPX2 SYTL4 TAF7L TBC1D8B TCEAL1 TCEAL2 TCEAL3 TCEAL3-AS1 TCEAL4 TCEAL5 TCEAL6 TCEAL7 TCEAL8 TCEAL9 TCP11X1 TCP11X2 TCP11X3P TEX101P1 TEX13A TEX13B TIMM8A TMEM230P1 TMEM31 TMEM35A TMSB15A TMSB15B TMSB15B-AS1 TMSB15C TNMD TRMT2B TRMT2B-AS1 TSC22D3 TSPAN6 VSIG1 XKRX XRCC6P5 YWHAQP8 ZCCHC18 ZMAT1 chrXq23 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chrXq23 ACSL4 AGTR2 AKR1B1P8 ALG13 ALG13-AS1 AMMECR1 AMMECR1-IT1 AMOT API5P1 ASS1P5 CAPN6 CCDC121P1 CHRDL1 CT83 DANT1 DANT2 DCX DPRXP7 EEF1GP5 EIF4BP7 FCF1P4 GLUD1P9 GNG5B GUCY2F HMGB1P12 HMGB3P30 HSPA8P7 HTR2C IL13RA2 KCNE5 LHFPL1 LRCH2 LUZP4 M6PRP1 MFN1P1 MIR1264 MIR1298 MIR1911 MIR1912 MIR3978 MIR4329 MIR448 MIR652 MIR764 NXT2 PAK3 PHF5AP4 PLS3 PLS3-AS1 PPIHP2 PRPF4BP1 QTRT1P1 RBMXL3 RN7SL266P RN7SL712P RN7SL93P RNA5SP512 RNU1-57P RNU6-1015P RNU6-1323P RNU6-154P RNU6-496P RNU6-648P RPL18AP15 RPL36AP53 RPL36P18 RPS5P7 RTL4 RTL9 SERTM2 SETP8 SLC6A14 SLC6A14P1 SLC6A14P2 SNORA35 SNORA35B SNORD30 SNORD96B SSU72P1 SUMO2P21 TCERG1P1 TDGF1P3 TMEM164 TNPO3P1 TRPC5 TRPC5OS TUBAP6 XACT YAP1P2 chrXq24 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chrXq24 AKAP14 AKAP17BP AKR7A2P2 ARL5AP1 ATP1B4 C1GALT1C1 CBLL1P1 COBLP1 CT47A1 CT47A10 CT47A11 CT47A12 CT47A2 CT47A3 CT47A4 CT47A5 CT47A6 CT47A7 CT47A8 CT47A9 CT47B1 CT47C1 CUL4B DOCK11 EEF1A1P30 ENSG00000230392 ENSG00000239182 GLRX5P1 GLUD2 H3P46 HNRNPA1P28 HSPA8P1 IL13RA1 KIAA1210 KLHL13 LAMP2 LINC01285 LONRF3 MCTS1 MIR1277 MIR3672 MIR766 MRPS17P9 NDUFA1 NKAP NKAPP1 NKRF NUDT19P6 PA2G4P1 PGRMC1 RBBP8P1 RHOXF1 RHOXF1-AS1 RHOXF1P1 RHOXF1P2 RHOXF1P3 RHOXF2 RHOXF2B RN7SL118P RNF113A RNU1-67P RNU7-37P RNY3P16 RPL12P43 RPL39 SEPTIN6 SFR1P1 SLC25A43 SLC25A5 SLC25A5-AS1 SNORA69 SOWAHD STEEP1 TMEM255A TMEM30BP1 TUBB4BP3 UBE2A UPF3B WDR44 ZBTB33 ZCCHC12 chrXq25 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chrXq25 ACTRT1 ACTRT1P1 BTG3P1 CHCHD2P1 DCAF12L1 DCAF12L2 ENSG00000237208 FBLIM1P1 FERP1 GRIA3 H3P47 HSPA8P20 KRT18P44 LOC124905292 MEMO1P4 MRRFP1 MTCO1P53 MTCYBP38 MTND4LP1 MTND4P24 NPM1P34 PARD6BP1 PNPLA10P PRR32 RN7SL190P RNA5SP513 RNU6-122P RNU7-69P RPL32P35 RPL3P12 RPL7AP72 RPS26P56 RPS26P57 RUVBL2P1 SH2D1A STAG2 STAG2-AS1 TENM1 TEX13C TEX13D THOC2 TJAP1P1 TPT1P13 TUBB4AP1 UBE2V1P16 XIAP XIAP-AS1 ZIK1P1 chrXq26 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chrXq26 ADGRG4 AGKP2 AIFM1 APLN ARHGAP36 ARHGEF6 BCORL1 BRS3 CCDC160 CD40LG CROCCP1 CT45A1 CT45A10 CT45A11P CT45A2 CT45A3 CT45A5 CT45A6 CT45A7 CT45A8 CT45A9 CT55 DENND10P1 E2F6P4 ELF4 ENOX2 ENSG00000207100 ENSG00000235189 ENSG00000239080 ENSG00000252170 ENSG00000283638 ENSG00000286060 ENSG00000290806 ETDA ETDB ETDC ETS2P1 FGF13-AS1 FHL1 FIRRE FRMD7 FSIP2LP GAPDHP67 GPC3 GPC3-AS1 GPC4 GPR101 GPR119 H2AQ1P HDGFP1 HMGB3P31 HPRT1 HS6ST2 HS6ST2-AS1 HTATSF1 IGSF1 INTS6L INTS6L-AS1 KRT8P6 LARP1BP3 LINC00629 LINC00892 LINC01201 LINC02243 LINC02931 MAGEA13P MAP7D3 MBNL3 MCRIP2P1 MGAT2P1 MGAT2P2 MIR106A MIR18B MIR19B2 MIR20B MIR363 MIR424 MIR450A1 MIR450A2 MIR450B MIR503 MIR503HG MIR504 MIR542 MIR92A2 MIR934 MMGT1 MOSPD1 NAA20P1 NCLP2 NLRP7P1 NT5DC1P2 OCRL OR11N1P OR11Q1P OR13H1 OR13K1P OR1AA1P OR2AF1P OR5AW1P OR5BH1P OR7L1P PABIR2 PABIR3 PHF6 PLAC1 PNKDP1 RAB28P5 RAB33A RAC1P4 RANP4 RAP2C RAP2C-AS1 RBMX RBMX2 RN7SKP31 RN7SL191P RN7SL325P RNA5SP514 RNA5SP515 RNU1-115P RNU4-44P RNU6-1130P RNU6-203P RNU6-320P RNU6-616P RNU6-972P RNU6-985P RNU6-98P RPL21P133 RPL22P23 RPL36AP54 RPL7P56 RPS24P19 RPS7P12 RPSAP63 RTL8A RTL8B RTL8C SAGE1 SAGE2P SAGE3P SAGE4P SALL4P2 SASH3 SLC25A14 SLC9A6 SMARCA1 SMIM10 SMIM10L2A SMIM10L2B SMIM10L2B-AS1 SNORD61 SPRING1P2 SRRM1P3 STK24P1 STK26 TFDP3 TIMM8BP2 TM9SF5P TPM2P1 USP26 UTP14A VGLL1 WDR4P1 XPNPEP2 ZDHHC9 ZFYVE9P1 ZIC3 ZNF280C ZNF449 ZNF75D chrXq27 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chrXq27 ANKRD11P2 ATP11C CDR1 CXorf51A CXorf51B CXorf66 CYCSP44 EEDP1 ELL2P4 ENSG00000223438 ENSG00000230707 ENSG00000231110 ENSG00000233145 ENSG00000238485 ENSG00000284377 F9 FGF13 FMR1 FMR1-AS1 FMR1-IT1 FMR1NB HNRNPA3P3 HNRNPCP10 HNRNPH1P2 LDOC1 LINC00632 LOC124905265 MAGEC1 MAGEC2 MAGEC3 MCF2 MIR320D2 MIR505 MIR506 MIR507 MIR508 MIR509-1 MIR509-2 MIR509-3 MIR510 MIR513A1 MIR513A2 MIR513B MIR513C MIR514A1 MIR514A2 MIR514A3 MIR514B MIR888 MIR890 MIR891A MIR891B MIR892A MIR892B MIR892C MTND1P33 MTND2P39 NDUFB3P5 PGBD4P6 RBMX2P2 RN7SKP149 RN7SKP189 RN7SKP81 RN7SL727P RNA5SP516 RNA5SP517 RNU6-382P RNU6-3P RNU6ATAC23P RPL36AP52 RPS17P17 RRM2P4 SLIRPP1 SLITRK2 SLITRK4 SNURFL SOX3 SPANXA1 SPANXA2 SPANXA2-OT1 SPANXB1 SPANXC SPANXD SPANXN1 SPANXN2 SPANXN3 SPANXN4 SRD5A1P1 TRMT1P1 UBE2NL UFM1P1 chrXq28 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chrXq28 ABCD1 AFF2 AFF2-IT1 AMD1P2 ARHGAP4 ATF4P1 ATF4P2 ATP2B3 ATP6AP1 ATP6AP1-DT AVPR2 BCAP31 BGN BRCC3 CCNQ CD84P1 CD99L2 CETN2 CLIC2 CMC4 CNGA2 CSAG1 CSAG2 CSAG3 CSAG4 CTAG1A CTAG1B CTAG2 CYCSP45 DDX11L16 DKC1 DNASE1L1 DPH3P2 DUSP9 DUTP4 ECMXP EEF1A1P31 ELOCP24 EMD ENSG00000214915 ENSG00000266560 ENSG00000273877 ENSG00000286939 ENSG00000287585 EOLA1 EOLA1-DT EOLA2 EOLA2-DT F8 F8A1 F8A2 F8A3 FAM223A FAM223B FAM3A FAM50A FATE1 FLNA FTH1P8 FUNDC2 G6PD GAB3 GABRA3 GABRE GABRQ GDI1 GPR50 GPR50-AS1 H2AB1 H2AB2 H2AB3 HAUS7 HAX1P1 HCFC1 HCFC1-AS1 HMGB3 HMGN1P37 HMGN2P48 HSFX1 HSFX2 HSFX3 HSFX4 IDH3G IDS IDSP1 IKBKG IKBKGP1 IL9R IRAK1 KRT18P48 KRT8P8 L1CAM L1CAM-AS1 LAGE3 LINC00850 LINC02927 MAGEA1 MAGEA10 MAGEA11 MAGEA12 MAGEA2 MAGEA2B MAGEA3 MAGEA3-DT MAGEA4 MAGEA4-AS1 MAGEA5P MAGEA6 MAGEA6-DT MAGEA7P MAGEA8 MAGEA8-AS1 MAGEA9 MAGEA9B MAMLD1 MECP2 MIR105-1 MIR105-2 MIR1184-1 MIR1184-2 MIR1184-3 MIR2114 MIR224 MIR3202-1 MIR3202-2 MIR4330 MIR452 MIR664B MIR6858 MIR718 MIR767 MPP1 MRFAP1P1 MTCP1 MTM1 MTMR1 NAA10 NAB1P1 NSDHL OPN1LW OPN1MW OPN1MW2 OPN1MW3 OR3B1P PASD1 PDZD4 PHF10P1 PLXNA3 PLXNB3 PLXNB3-AS1 PNCK PNMA3 PNMA5 PNMA6A PNMA6B PNMA6E PNMA6F PPIAP91 PRRG3 PWWP4 RAB39B RENBP RN7SKP267 RN7SL667P RN7SL687P RN7SL697P RNA5SP524 RNA5SP525 RNU6-383P RNU6-764P RPL10 RPL12P50 RPL18AP16 RPL19P21 RPL7L1P11 RPSAP60 SLC10A3 SLC6A8 SMIM9 SNORA36A SNORA56 SNORA70 SPRY3 SRD5A2P1 SRPK3 SSR4 TAFAZZIN TEX28 TEX28P1 TEX28P2 TEX28P3 TKTL1 TMEM185A TMEM185AP1 TMEM187 TMLHE TMLHE-AS1 TMLHEP1 TREX2 TRPC6P1 TWF1P2 UBL4A VAMP7 VBP1 VMA21 WASH6P WASIR1 XRCC6P2 ZFP92 ZNF185 ZNF275 ZNF622P1 chrYp11 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chrYp11 AGPAT5P1 AKAP17A AMELY ASMT ASMTL ASMTL-AS1 ATP5PFP1 BPY2DP CD99 CD99P1 CDC27P2 CDY3P CRLF2 CSF2RA DHRSX DHRSX-IT1 DLGAP5P1 DUX4L31 EEF1A1P41 EIF4A1P2 ELOCP4 FABP5P13 FAM197Y1 FAM197Y2 FAM197Y3 FAM197Y4 FAM197Y5 FAM197Y6 FAM197Y7 FAM197Y8 FAM197Y9 GOT2P5 GPR143P GTPBP6 HSFY3P IL3RA KRT18P10 KRT18P53 LINC00102 LINC00106 LINC00278 LINC00279 LINC00280 LINC00685 LINC02968 LOC101928092 MIR3690 MIR6089 MTCYBP1 MTND1P1 MTND2P3 MTND6P1 NAP1L1P2 OFD1P3Y P2RY8 PCDH11Y PCMTD1P1 PLCXD1 PPP2R3B PRKY PRRC2CP1 RBMY1A3P RBMY2GP RBMY2HP RBMY2JP RBMY2KP RBMY2NP RBMY2OP RBMY2QP RBMY3AP RFTN1P1 RN7SKP282 RNA5-8SP6 RNA5SP498 RNA5SP518 RNA5SP519 RNASEH2CP1 RNF19BPY RNU2-57P RNU6-1334P RNU6-303P RNU6-521P RNU6-941P RPL14P5 RPL26P37 RPS4Y1 SERBP1P2 SHOX SLC25A6 SNX3P1Y SRIP3 SRY TBL1Y TGIF2LY TOMM22P2 TRIM60P3Y TSPY1 TSPY10 TSPY11P TSPY12P TSPY13P TSPY15P TSPY16P TSPY17P TSPY18P TSPY19P TSPY2 TSPY20P TSPY24P TSPY25P TSPY3 TSPY4 TSPY5P TSPY6P TSPY7P TSPY8 TSPY9 TTTY1 TTTY11 TTTY12 TTTY16 TTTY18 TTTY19 TTTY1B TTTY2 TTTY20 TTTY21 TTTY21B TTTY22 TTTY23 TTTY23B TTTY2B TTTY7 TTTY7B TTTY8 TTTY8B TUSC2P1 UBE2V1P3 USP12PY USP9YP22 USP9YP4 VDAC1P6 XGY2 ZBED1 ZFY ZFY-AS1 ZNF736P10Y ZNF736P6Y ZNF736P7Y ZNF736P8Y ZNF736P9Y ZNF92P1Y chrYq11 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chrYq11 ACTG1P11 ACTG1P2 ACTR3BP1 AGKP1 ANKRD20A6P ANKRD36P1 ANOS2P ARSDP1 ARSFP1 ARSLP1 ASS1P6 BCORP1 BPY2 BPY2B BPY2C CASKP1 CD24P4 CDRT15P10 CDY1 CDY10P CDY11P CDY12P CDY13P CDY14P CDY15P CDY17P CDY18P CDY19P CDY1B CDY20P CDY22P CDY23P CDY2A CDY2B CDY4P CDY5P CDY6P CDY7P CDY8P CDY9P CHEK2P1 CICP1 CICP2 CLUHP1 CLUHP2 CSPG4P1Y CSPG4P2Y CSPG4P3Y CSPG4P4Y CYCSP46 CYCSP48 CYCSP49 DAZ1 DAZ2 DAZ3 DAZ4 DDX3Y DNM1P24 DNM1P48 DPPA2P1 DUX4L16 DUX4L17 DUX4L18 DUX4L19 EIF1AY ELOCP10 ELOCP11 ELOCP12 ELOCP13 ELOCP14 ELOCP15 ELOCP16 ELOCP17 ELOCP26 ELOCP34 ELOCP35 ELOCP36 ELOCP5 ELOCP6 ELOCP7 ELOCP8 ELOCP9 ENSG00000235059 ENSG00000236951 ENSG00000252689 ENSG00000288049 FAM224A FAM224B FAM41AY1 FAM41AY2 FAM8A4P GAPDHP17 GAPDHP19 GOLGA2P2Y GOLGA2P3Y GOLGA6L11P GOLGA6L16P GPM6BP1 GPM6BP2 GYG2P1 HSFY1 HSFY2 HSFY4P HSFY5P HSFY6P HSFY7P HSFY8P KDM5D KDM5DP1 LINC00265-2P LINC00265-3P MED13P1 MED14P1 MTCYBP2 MTND1P12 MXRA5Y NEFLP1 NLGN4Y NLGN4Y-AS1 OFD1P10Y OFD1P11Y OFD1P12Y OFD1P13Y OFD1P15Y OFD1P16Y OFD1P18Y OFD1P1Y OFD1P2Y OFD1P4Y OFD1P5Y OFD1P6Y OFD1P7Y OFD1P8Y OFD1P9Y PABPC1P5 PNPLA4P1 PPP1R12BP1 PPP1R12BP2 PRORY PRY PRY2 PRYP1 PRYP2 PRYP3 PRYP4 PRYP5 PRYP6 PSMA6P1 PUDPP1 RAB9AP1 RAB9AP2 RAB9AP3 RAB9AP4 RAB9AP5 RBMY1A1 RBMY1B RBMY1D RBMY1E RBMY1F RBMY1HP RBMY1J RBMY1KP RBMY2AP RBMY2BP RBMY2CP RBMY2DP RBMY2EP RBMY2FP RBMY2TP RBMY2UP RBMY2WP RBMY2XP RBMY2YP RCC2P1 RCC2P2 REREP1Y REREP2Y RN7SL702P RN7SL725P RN7SL818P RNA5SP520 RNA5SP521 RNA5SP522 RNA5SP523 RNU1-107P RNU1-128P RNU1-40P RNU1-41P RNU1-48P RNU1-86P RNU1-95P RNU1-97P RNU6-109P RNU6-1314P RNU6-184P RNU6-255P RPS24P1 RPS4Y2 SEPTIN14P22 SEPTIN14P23 SFPQP1 SHROOM2P1 SLC25A15P1 SLC9B1P1 SNORA70 SNX18P1Y STSP1 SURF6P1 TAB3P1 TAF9P1 TAF9P2 TBL1YP1 TMEM167AP1 TMSB4Y TOMM22P1 TPTE2P4 TRAPPC2P10 TRAPPC2P3 TRAPPC2P4 TRAPPC2P5 TRAPPC2P7 TRAPPC2P8 TRAPPC2P9 TRIM60P10Y TRIM60P11Y TRIM60P5Y TRIM60P8Y TRIM60P9Y TSPY14P TSPY21P TSPY22P TSPY23P TTTY10 TTTY13 TTTY14 TTTY17A TTTY17B TTTY17C TTTY25P TTTY3 TTTY3B TTTY4 TTTY4B TTTY4C TTTY5 TTTY6 TTTY6B TTTY9A TTTY9B TUBB1P1 TUBB1P2 TXLNGY UBE2Q2P4Y UBE2Q2P5Y USP9Y USP9YP1 USP9YP10 USP9YP11 USP9YP12 USP9YP13 USP9YP14 USP9YP15 USP9YP16 USP9YP17 USP9YP18 USP9YP19 USP9YP2 USP9YP20 USP9YP21 USP9YP23 USP9YP24 USP9YP25 USP9YP26 USP9YP27 USP9YP28 USP9YP29 USP9YP3 USP9YP30 USP9YP31 USP9YP32 USP9YP33 USP9YP34 USP9YP35 USP9YP36 USP9YP5 USP9YP6 USP9YP7 USP9YP8 USP9YP9 UTY VCY VCY1B XGY1 XKRY XKRYP1 XKRYP2 XKRYP3 XKRYP4 XKRYP5 XKRYP6 XKRYP7 ZNF736P11Y ZNF736P12Y ZNF736P1Y ZNF736P2Y ZNF736P3Y ZNF736P4Y ZNF736P5Y ZNF839P1 ZNF885P ZNF886P chrYq12 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chrYq12 AMD1P2 CCNQP2 CTBP2P1 DDX11L16 DPH3P2 ELOCP24 IL9R PARP4P1 TRPC6P1 VAMP7 WASH6P WASIR1 ABBUD_LIF_SIGNALING_1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ABBUD_LIF_SIGNALING_1_DN AHNAK ALCAM ANKRD40 ARID1A BCKDHB C16orf89 CAPN9 CD24 CYFIP1 DCAF11 DDC EFNA2 ENPP2 FOXA2 GRIA2 HK2 HOXC9 ITGA6 KLRB1 LIMS1 MTSS2 OSTF1 PELI1 REXO2 STEEP1 SUCLA2 SYTL4 TSPAN7 ABBUD_LIF_SIGNALING_1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ABBUD_LIF_SIGNALING_1_UP ACAA2 ALDOC ANXA8L1 BCL3 CEBPB CXCL14 CYB561 ELF3 FBP1 FGG GPCPD1 GPX3 GRAMD2B HAS1 IL1R1 IRF1 KLF10 KNG1 LBP LCN2 LRG1 MAN1A1 MPO NMI PSMB8 PTPN1 RASA3 RGS4 RHOU RNASE2 SCT SOCS3 SQOR ST3GAL1 STAT3 TAPBP TMEM176A TMEM176B TNFRSF1A TSPAN4 UPP1 VWF XBP1 ABBUD_LIF_SIGNALING_2_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ABBUD_LIF_SIGNALING_2_DN CGA CITED2 NALCN PITX2 PTHLH SCN1A ZNF280D ABBUD_LIF_SIGNALING_2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ABBUD_LIF_SIGNALING_2_UP ATP1B1 COL11A1 DAB2 DCN DIO2 EZR FGFR1 GPX2 JUNB NRP1 PFKP PPP2R2B PTPRO ABDELMOHSEN_ELAVL4_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ABDELMOHSEN_ELAVL4_TARGETS BCL2 CAB39 CASP3 CDC42 CDH2 DLG4 EIF2AK2 ITGA1 ITGB1 KCNQ2 KMT5A LEPROTL1 NCAM1 PARP1 RAB10 RHOA ABDULRAHMAN_KIDNEY_CANCER_VHL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ABDULRAHMAN_KIDNEY_CANCER_VHL_DN ACTA2 ALDH1A1 ALDH3B1 ITGB3BP MPPE1 MTMR3 PALLD PJA2 RHOBTB1 SEC31A SNRPN STX11 UGT2B7 ABE_INNER_EAR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ABE_INNER_EAR APOD ATP1A2 C19orf53 CA14 CCS CLU COCH COL9A1 COL9A3 CRYM DDR2 FBXO2 FOXD1 HYI IGFBP6 ISLR LHFPL6 LRP1 MGP MIA MT3 NENF OTOR PLEKHB1 RAB1B RBP1 RPL21 RPL28 RPL32 RPL35 RPS11 RPS15 RPS5 S100A13 SELENOM UBA52 UBXN1 USH1C USP11 UTY VAMP5 WNK2 ZP2 ABE_VEGFA_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ABE_VEGFA_TARGETS A2M ANGPT2 BPI CD1B CDR1 EGR2 EGR3 HBEGF HERPUD1 MCM2 MRE11 PCTP PLPP3 PODXL PPY PTGS2 RCAN1 SLC4A7 THBD ABE_VEGFA_TARGETS_2HR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ABE_VEGFA_TARGETS_2HR APOE AURKC BPI CARS1 CD1B CDKN1A CDR1 CUX1 CYP1A1 DAPK3 EIF1 ELAVL4 HBEGF HERPUD1 LAD1 LDLR LINC02361 MCM2 NELFE NR4A1 PDCD1 PLPP3 POLR1G PPL PPY PRKCD PTGS2 RAPGEF1 RCAN1 SERPINB2 TKTL1 TNFRSF14 UPP1 XPO7 ZCCHC14 ABE_VEGFA_TARGETS_30MIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ABE_VEGFA_TARGETS_30MIN ALAD APOE AURKC BRINP1 C2 CCN1 CD1B DUSP5 EGR1 EGR2 EGR3 ELAVL4 GZMK HBEGF HDC KRAS MCM2 MPG MYO7A NR4A1 PCDH17 PPY PTGS2 RCAN1 SCRN1 TAC1 TKTL1 TRIB1 VARS1 ABRAHAM_ALPC_VS_MULTIPLE_MYELOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ABRAHAM_ALPC_VS_MULTIPLE_MYELOMA_DN CASP3 CCNB1 CD47 CDC37 CDK4 CDK5 CDK9 IL6ST MYC PSEN1 PSEN2 PTEN RELA TCF3 TGFB1 TP53 TXN UCHL1 XRCC4 XRCC5 ABRAHAM_ALPC_VS_MULTIPLE_MYELOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ABRAHAM_ALPC_VS_MULTIPLE_MYELOMA_UP A2M APOE APP BCL6 BTRC CCND1 CD36 CD44 CDC25B CDKN1B CXCL12 DCN FAS FGFR1 HMOX1 IGFBP3 IGFBP5 JUN MAPK12 NFKB1 PDGFRB RARA RB1 RUNX2 SERPINA1 TNFRSF1A ABRAMSON_INTERACT_WITH_AIRE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ABRAMSON_INTERACT_WITH_AIRE C1QBP CAND1 CHD6 DDX17 DDX5 EFTUD2 GCN1 GEMIN5 H2AC6 H2BC17 H3-4 IPO7 KPNB1 LMNB1 MCM2 MCM5 MCM6 MSH2 MSH6 MYBBP1A NASP NOP56 NUP93 PABPC1 PARP1 PCNA POLR2A POLR2B PRKDC RANBP2 RANBP9 RUVBL2 SMC1A SMC3 SNRPB SNRPD3 SRSF1 SRSF2 SRSF3 SUPT16H TOP2A TRIM28 XPO1 XPOT ACEVEDO_LIVER_CANCER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ACEVEDO_LIVER_CANCER_DN ABHD10 ACAA1 ACACB ACAD11 ACADS ACADSB ACADVL ACAT1 ACAT2 ACCS ACOT12 ACOX3 ACP2 ADAMTSL2 ADH1A ADH4 ADI1 ADIPOR2 ADM AGMAT AGMO AGPAT2 AGT AGXT2 AIG1 AK3 AKR7A3 ALDH2 ALDH9A1 ALDOB ALKBH3 ALPL AMBP ANGPTL3 ANGPTL8 ANKRD33 ANKRD46 ANPEP ANXA10 APLNR APLP2 APOA1 APOA2 APOB APOF AQP12A ARFGAP1 ARG1 ARHGAP10 ARL6IP1 ARMC6 ARNT ASCL1 ASGR1 ASPDH ATF5 ATG101 ATOH8 ATP5F1A ATP6V1B2 ATXN2 AVPI1 AZGP1 BBOX1 BCKDK BCL2L13 BCO2 BGN BHLHE40 BOK C11orf24 C1RL C1orf115 C1orf162 C1orf50 C3 C5 C8A C9 CACNA1H CALM1 CAMK1 CAPN6 CCDC28A CCL16 CCN1 CCND1 CD81 CD99L2 CDA CDK9 CENPV CERS4 CERS6 CFAP410 CFHR3 CFI CHCHD10 CHD8 CHMP7 CHST7 CLDN2 CLDN3 CLUH CMBL CNDP1 CNNM3 COL6A1 COLEC11 COX4I1 CPEB3 CPED1 CRISPLD2 CROT CRP CSK CSRNP1 CTSB CTSF CXCL16 CXXC5 CYGB CYP1A2 CYP2C8 CYP2E1 CYP39A1 CYP3A43 CYP4A11 CYP4F22 DCAF8 DCPS DCUN1D3 DECR1 DEFB1 DERA DGAT1 DGAT2 DHRS1 DHRS7 DIAPH1 DIS3L DMAP1 DNAJA1 DNMT3L DPT DPYS DUSP5 DYNC1H1 DYNC1LI2 DYNLL2 EBPL ECHS1 EEF2 EGR1 EIF2AK1 EIF5A ELP3 ENDOG ENKD1 ENO1 ENO3 ENTPD5 EPHA2 EPHX2 ERLIN1 ESPN ESR1 ETS2 EVL EXOSC6 EZR F12 F7 F8A1 F9 FAAH FAHD2B FAM32A FASN FBP1 FCN3 FERMT2 FGA FHIP1B FITM1 FKBP4 FMO3 FN3KRP FOS FOSB FOXD4L4 FST FTCD FUCA1 FUOM FURIN GATM GCGR GHR GJB1 GJB2 GLRX5 GLUD1 GNA11 GNPTG GOT2 GPAT3 GPD1 GRAMD2B GSDMB GSE1 GSTP1 GTF2E2 H3-3B HADH HADHA HAMP HAPLN4 HBA1 HDAC6 HDHD2 HEBP2 HGFAC HIPK2 HMGCL HMGCR HMGCS1 HOGA1 HOOK1 HSBP1 HSD3B7 HSPA5 ICAM3 ID2 IDH2 IDNK IER3 IFNAR1 IGF2 IGF2R IGFALS IGFBP3 IGFBP4 INHBE INMT INSIG2 INTS10 IRF1 IRF8 IRX1 ITCH ITIH1 ITIH2 JMJD8 JUND KANK4 KAT6A KCNJ10 KDM8 KHSRP KIAA2013 KIF13B KLF2 KLHL36 KLKB1 KMO KNG1 KRT8 KYNU L2HGDH LAMP1 LCAT LDHA LDLR LECT2 LHPP LINC01554 LONP1 LPCAT3 LRP5 LRRC28 LTBR LY6E LYRM1 MACROD1 MAMDC4 MAN2B2 MAP7 MAPRE2 MARCHF6 MASP2 MAT1A MFN2 MICU1 MIDEAS MLLT3 MLPH MPC1 MPDU1 MPND MRM3 MRPL53 MRPS2 MSRA MT1A MT1B MT1F MT1G MT1M MT1P3 MT1X MT2A MTFR1L MTRF1 MVK MXRA5 MYO10 MYOM2 NADK NAP1L4 NAT2 NCLN NCOA4 NDEL1 NDFIP2 NDRG2 NDUFB8 NEK6 NFKBIA NMT1 NNMT NOCT NOP14 NOP53 NR4A2 NRDE2 NTHL1 NUCB1 NUDT14 OAF OAT OGDHL ORM1 PAF1 PAFAH2 PAM16 PBX3 PCBP2 PCMT1 PCNX1 PCOLCE PCYOX1 PDXK PEPD PEX11G PGM2 PGRMC2 PHF13 PHGDH PHKA2 PHLDA1 PINK1 PLA2G2A PLEK2 PLEKHG3 PLG PLIN2 PLOD1 PLPBP PLSCR4 PMPCA PNPLA7 POLE PON1 PPARGC1A PPFIBP2 PPP1R13B PPP1R15A PPP2R2A PRG4 PRKAG2 PRNP PRODH2 PSMA2 PSMB10 PSMC1 PSMF1 PTH1R PTMS PWWP3A PZP RAB26 RACK1 RAP1GAP RCL1 RCN1 RDH16 RDH5 REEP6 RELN RETSAT RGL1 RITA1 RND3 RNF115 RPF2 RPL12 RPL3 RPUSD4 RXRA SAA4 SAMD4A SAP18 SARAF SARS2 SCD SCYL1 SDC4 SDHAF2 SDHB SEC14L4 SECISBP2L SELENOO SELENOW SERBP1 SERPINA10 SERPINA5 SERPINA6 SERPINE1 SERPINF1 SERPINF2 SERTAD1 SFXN1 SFXN5 SGPP1 SH3BGRL2 SHBG SHFL SHMT1 SHMT2 SIDT2 SIRPA SKAP1 SLC10A1 SLC13A5 SLC19A3 SLC20A1 SLC22A1 SLC25A10 SLC25A11 SLC25A23 SLC25A47 SLC2A2 SLC35A1 SLC39A14 SLC6A12 SLC7A5 SLC8B1 SMIM14 SNAPC4 SOD1 SPP2 SRD5A1 SRF SRSF5 SRSF6 STAB1 STAP2 STK11 SYNJ2BP TAF6L TBL1X TCEA3 TCF25 TCIM TENT5A TERF2IP TFF3 TGDS THOC2 THOP1 THRSP TKFC TM7SF2 TMBIM6 TMEM256 TMEM30B TMEM82 TMEM86B TMEM97 TMPRSS6 TNFRSF14 TNFRSF1A TNFRSF1B TOLLIP TOR3A TP53INP1 TPCN2 TPRG1L TPT1 TRAPPC2L TRAPPC6A TRIB1 TRIB3 TRIM44 TRIP6 TRIR TSHZ2 TSPAN9 TTR TUBGCP2 UBALD1 UBE2J1 UBXN6 UPB1 URGCP VARS2 VAV2 VNN1 VPS26B VPS37B VPS9D1 VTA1 VTN WDR72 WFS1 XPNPEP2 ZBED1 ZBTB48 ZCCHC14 ZDHHC14 ZFP36 ZFPM1 ZG16 ZNF180 ZNF330 ZNF395 ZNHIT1 ZSWIM8 ZYG11B ACEVEDO_LIVER_CANCER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ACEVEDO_LIVER_CANCER_UP AASDHPPT ABCB1 ABCB10 ABCB11 ABHD15 ABHD16A ABHD3 ABHD5 ABLIM3 ACBD3 ACBD6 ACLY ACP1 ACSM5 ACTL6A ACTR3 ACTR6 ADAM15 ADAT1 ADGRF5 ADIPOR1 ADPRM AFF4 AHCTF1 AHSA2P ALG14 ALG6 AMDHD1 ANAPC10 ANAPC13 ANGEL2 ANKMY2 ANKRD49 ANXA2R AOPEP AP1S2 AP3S1 APAF1 APIP APOLD1 AQP11 ARF3 ARHGAP12 ARHGAP19 ARL2BP ARL8B ARMC7 ARPC5 ARPP19 ARV1 ASAP2 ASF1A ASPM ASXL2 ATAD1 ATF6 ATL2 ATOSA ATP6V0E1 ATP6V1A ATXN1 AUH AURKA AVEN B2M BAG3 BAIAP2L1 BBX BCAT2 BET1 BFAR BLOC1S5 BLVRA BLVRB BMI1 BOLA1 BPNT2 BRK1 BTAF1 BTG3 BTN3A2 BZW2 C14orf93 C17orf97 C18orf21 C1orf131 C1orf35 C1orf54 C4orf33 C6orf226 C6orf62 C7orf25 C7orf50 C8orf33 CALML4 CALU CANT1 CAP2 CARD10 CASK CAVIN3 CBLB CCDC117 CCDC167 CCDC51 CCDC91 CCL5 CCNA2 CCNG1 CCT3 CD2 CD46 CD74 CD9 CD93 CDC16 CDC20 CDC5L CDH5 CDK12 CDK5 CENPN CES1 CETN2 CFHR1 CFHR2 CFHR4 CFHR5 CHCHD1 CHCHD3 CHKA CHMP1B CHMP2B CHMP5 CHTOP CIAPIN1 CISD1 CKB CKLF CKS1B CKS2 CLDN7 CLDND1 CLEC3B CLP1 CMC1 CMSS1 CNEP1R1 CNIH4 CNPY3 COL1A1 COL1A2 COL3A1 COL4A1 COL4A2 COMMD10 COMMD2 COPA COPB2 COPS4 COX7B CPE CPQ CPVL CREBBP CSTF2 CTCF CTSH CTSO CUL5 CUL9 CWC27 CWF19L2 CXCL10 CXCL9 CXorf38 CYB561D2 CYBRD1 CYP3A5 CYP51A1 CYSTM1 CYYR1 DAD1 DARS2 DCAF12 DCP2 DCTN4 DDX21 DDX27 DENND5A DERL1 DESI2 DHX15 DHX16 DHX29 DHX35 DHX36 DISP1 DMTF1 DNAAF2 DNAJB1 DNAJC14 DNAJC19 DNM1P46 DNMT1 DOCK10 DOK4 DPH3 DPH5 DPM1 DROSHA DSN1 DTL DTWD1 DTYMK DUSP12 DUSP23 DVL3 DYNLRB1 DYNLT3 EAF1 EDEM2 EEF1E1 EIF1B EIF2B2 EIF3H EIF4A3 EIF4ENIF1 ELOC ELOVL5 EML2 ENOPH1 ENOSF1 EPRS1 EPSTI1 ERGIC2 ERLEC1 ESM1 ETNK2 ETS1 EXOSC3 EXOSC4 F11R F13B FABP4 FADD FAM120AOS FAM162A FAM222B FAM83D FAM98A FARS2 FAT1 FBXO28 FHIP2A FIP1L1 FKBP11 FKBP5 FNDC3B FNDC5 FOCAD FOXC1 FOXQ1 FRS3 FRZB FUNDC1 GADD45GIP1 GAK GBA1 GBP2 GBP4 GET1 GGCX GGH GGPS1 GIMAP5 GIMAP7 GINS2 GLB1 GMFB GMFG GMNN GMPS GNA13 GNAI3 GNG10 GNG11 GNG5 GNPAT GOLGA4 GOLPH3L GOLT1B GON7 GORASP1 GPAA1 GPBP1 GPC3 GPKOW GPR137B GPRASP2 GPX7 GRN GRPEL2 GSKIP GSTA4 GTF2H4 GTF2IRD2 GTF2IRD2B GTF3C2 GTF3C6 GTPBP4 GYPC H1-2 H2AC18 H2AC20 H2AC6 H2AX H2AZ1 H2BC12 H2BC12L H2BC21 H3-5 H4C14 HARS2 HBP1 HCFC1 HCP5 HDAC2 HEATR1 HERC6 HES1 HEXD HEY1 HGH1 HIGD1A HLA-B HLA-C HLA-DRA HLA-E HLA-F HLF HMGB1P1 HMGB2 HMGN4 HNRNPH3 HNRNPR HOMEZ HPF1 HSD17B11 HSP90AB1 HSPA14 HSPA1A HSPA1B HSPB1 HYOU1 IARS2 IDI1 IFI27 IFI44 IFIT2 IFT25 IFT74 IGBP1 IGFBP7 IK IL32 ILF2 IMMT IMPA1 INIP INTS8 IPO4 IPO9 IQGAP1 IRAK1 IRAK2 IRF6 IRF9 IRS2 IRX3 ISCA1 ITFG1 ITGAV ITPR2 JAM3 JARID2 JCHAIN JKAMP JPT1 KANK2 KANSL1 KATNB1 KATNIP KCNK5 KCTD3 KDELR2 KDM3B KDM5B KHDC4 KHDRBS1 KIDINS220 KIF1C KIFAP3 KIFBP KIFC2 KLF13 KLF15 KLHDC9 KLHL12 KLHL2 KLHL20 KLHL9 KPNA2 KPNA3 KPNB1 KRT222 KXD1 LAMB1 LAMTOR3 LANCL1 LAP3 LAPTM5 LARP7 LCMT2 LCN2 LCOR LCP1 LINC00467 LIPA LIX1L LLPH LMAN2 LMBR1 LMO2 LPGAT1 LRATD2 LRP10 LRP11 LRRC14 LRRC42 LRRC59 LRRC8D LSM1 LSM3 LTN1 LYAR LYPLAL1 LYSMD2 LYZ MAFB MAN1C1 MAOB MARCHF2 MARCKS MARS1 MARVELD2 MBIP MBL2 MCFD2 MCM3 MCM4 MCTS1 MDC1 MED7 MET METTL13 METTL25B METTL3 METTL5 METTL7A MFAP1 MFSD1 MFSD14B MGP MICA MICU2 MIF4GD MINPP1 MIS18A MKRN2 MORF4L2 MPLKIP MPV17 MPV17L MR1 MRPL13 MRPL44 MRPL50 MRPL51 MRPL9 MRPS23 MRPS28 MRPS33 MRPS7 MS4A7 MSANTD3 MTERF3 MTFR1 MTMR6 MTPN MTRFR MTSS1 MTX3 MUC13 MYLIP MYNN MYRIP NAA10 NADK2 NAGS NAT8B NBAS NCBP2 NCKIPSD NCOA6 NDUFA4L2 NDUFB5 NEDD8 NFE2L2 NFIA NGLY1 NIPSNAP2 NISCH NMD3 NOC3L NOL7 NPC1 NQO2 NR2C2AP NRAS NRBP2 NSMCE2 NT5E NTAN1 NTPCR NUCB2 NUDCD2 NUDT16L2P NUP133 NUP153 NUP205 NUSAP1 OARD1 OCRL OPRPN ORC3 OSGIN1 OSTC P4HA2 PAK1 PALLD PAPSS1 PAQR9 PARP1 PCED1A PCTP PDCD7 PDE12 PDGFC PDGFRB PDIA6 PECAM1 PEX1 PEX19 PEX2 PGAM4 PHAX PHF23 PHF3 PHIP PHLDA3 PHPT1 PIAS1 PIEZO2 PIGB PIGC PIGR PIGT PIK3IP1 PIM2 PIR PKP2 PLA2G4C PLCG1 PLCL2 PLGRKT PLS3 PLVAP PMF1 PMS2P5 PNN POLD4 POLR2J3 POLR3E POLR3F PON2 POTEKP PPIAL4A PPIC PPID PPL PPP1R16A PPP2R5A PPT1 PRC1 PREPL PRICKLE4 PRKAB1 PRKAB2 PRKAR1A PRKCH PRKD2 PRODH PRPF18 PRPF3 PRRC1 PRRC2C PSMA6 PSMB8 PSMD10 PSMD14 PSMD2 PSMD6 PSME3IP1 PSMG1 PTBP2 PTBP3 PTGES3 PTP4A1 PTPN12 PTTG1IP PUM3 PURA PYCR2 PYGB RAB18 RAB33B RAB3IP RAB4A RAC2 RAMP1 RANBP6 RAP2A RB1CC1 RBBP5 RBBP7 RBM34 RBM47 RBM6 RBMX RBP7 RBPMS2 RBX1 RCN2 RDH14 RDX RFC4 RFX5 RGS1 RGS5 RHEB RHOBTB3 RIC8B RIMOC1 RIN2 RMDN1 RMI1 RMI2 RNASE1 RNASEH2A RNF26 RNH1 ROCK2 RPA3 RPF1 RPL13A RPL14 RPL17 RPL23 RPL23A RPL7 RPL7A RPLP1 RPN2 RPS27A RPS7 RRM2B RRP12 RRP15 RRP36 RSRC1 RSRP1 RTCA RTL8C RTRAF RUNDC1 S100A10 S1PR1 SAP30L SAR1A SBDS SCML1 SCNM1 SCOC SCYL2 SDCBP SDF2 SDHC SEC11C SEC13 SEC23IP SELENBP1 SELENOF SEMA3B SENP2 SEPHS1 SEPTIN11 SERP1 SERPINB1 SERPINH1 SERTAD2 SF3B6 SH3D19 SH3GL1 SHLD2 SHROOM3 SIMC1 SIRT7 SKIC3 SLC17A3 SLC17A4 SLC1A3 SLC25A14 SLC25A46 SLC26A6 SLC29A3 SLC2A10 SLC30A1 SLC30A10 SLC33A1 SLC35E3 SLC35F6 SLC36A1 SLC38A9 SLC39A8 SLC49A4 SLC4A1AP SLC50A1 SLC51A SLC9A6 SLCO2A1 SLU7 SMAP2 SMARCA1 SMARCC1 SMARCE1 SMC3 SMNDC1 SMYD3 SNAPC3 SNRNP40 SNRPC SNX2 SNX4 SORT1 SOWAHA SOX18 SP2 SPA17 SPARC SPARCL1 SPCS1 SPDYE3 SPNS1 SPPL2A SRGN SRP19 SRP54 SRP72 SRPK1 SRRD SRXN1 SSC4D SSR1 SSR2 STAG2 STAMBPL1 STC1 STRBP STT3B STXBP6 SUB1 SUMF2 SUMO2 SUN1 SWAP70 TAF12 TAF7 TAGLN2 TALDO1 TAP1 TARBP1 TATDN1 TBC1D2 TBCK TCFL5 TCHP TCN2 TDRD7 TEAD2 TESK1 TFB2M TFG TFIP11 THY1 TIGD5 TIMM10 TIMM29 TIMM8A TINF2 TIPRL TJP1 TK1 TM2D1 TMCO1 TMED10 TMED5 TMED7 TMEM109 TMEM126B TMEM14A TMEM14B TMEM14C TMEM167B TMEM183A TMEM199 TMEM209 TMEM245 TMEM248 TMEM37 TMEM38B TMEM9 TMTC4 TOM1L1 TOPBP1 TOR1AIP1 TOX4 TP53BP2 TRAM2 TRAPPC4 TRIM2 TRIM22 TRIM27 TRIM38 TRIP12 TRIP4 TRIT1 TRMT1L TRMT61B TSC22D2 TSEN15 TSNAX TSPAN14 TSPAN8 TSR3 TTC27 TTC32 TUBA1A TUSC2 TUT1 TWF2 TXNL1 TXNRD1 TYMP TYMS TYMSOS UAP1 UBA3 UBA6 UBD UBE2N UBE2Q1 UBE2Q2 UBE2S UBE2T UBE2V2 UBE3C UBLCP1 UBQLN2 UCHL5 UCK2 UFC1 UIMC1 UPF3A UQCC4 UQCRB UQCRC2 UQCRH USB1 USP13 USP3 USP30 USP34 USP8 UTP14C UTP3 UVRAG VAMP5 VAMP7 VBP1 VIM VOPP1 VPS25 VPS26A VPS35 VPS45 VPS8 VWF WARS1 WASHC5 WDCP WDR11 WDR13 WDR26 WDR41 WIPI1 WSB2 XPO1 XPOT XPR1 XRCC1 XRCC6 XXYLT1 XYLT2 YAE1 YEATS2 YIPF4 YPEL5 YRDC YTHDF2 YTHDF3 YWHAG ZBTB33 ZBTB4 ZBTB9 ZCCHC9 ZDHHC11 ZDHHC23 ZFAND1 ZFP36L1 ZFR ZFYVE26 ZHX2 ZMYM6 ZNF106 ZNF212 ZNF217 ZNF277 ZNF329 ZNF467 ZNF544 ZNF581 ZNF7 ZNF791 ZNF83 ZNFX1 ZPR1 ZSCAN16 ZSCAN18 ZSCAN32 ZXDB ZXDC ACEVEDO_LIVER_CANCER_WITH_H3K27ME3_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ACEVEDO_LIVER_CANCER_WITH_H3K27ME3_DN ACTR3BP2 ACTRT1 ADAMTSL3 AGTR1 AJUBA ALPK2 ANKRD12 ANKRD29 ANKRD36B ANKRD36C ANKRD42 ANLN APCS APOL2 ATP23 ATP8A2 BMP4 BMS1P20 BTBD3 CCDC81 CCT8L2 CD44 CDKN2A CDKN2A-DT CELF3 CHD9 CHST15 CHST4 CMTM2 CNTRL COCH COL18A1 COL27A1 CPLX2 CRMP1 DHRS7 DTNA DTWD1 DUXAP10 E2F7 EIF3C FAM170B FAM197Y2 FAM217A FAM227B FAM89A FLJ36000 FOXJ2 FRG1 FRG1BP FRMPD4 FSIP1 GGN GOLT1B GP5 GPC6 GRIK2 GRPR H2AC11 H2AC12 H2AC13 H2AC14 H2AC15 H2AC16 H2AC17 H2AC4 H2AC8 H2BC10 H2BC11 H2BC12 H2BC17 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H3-7 H3C14 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HAUS7 HERC2P4 IGSF3 INSM2 IZUMO1 KATNAL2 KCNC4 KCNIP1 KIAA1143 KIF15 KRTAP19-7 KRTAP20-1 KRTAP6-1 LAMA3 LGALS3 LINC01002 LYST MATCAP2 MBTPS2 MKRN9P MORF4L2 MRPL1 MYF6 NBPF1 NBPF11 NBPF14 NBPF15 NCLN NMI NOMO1 NOMO2 NOMO3 NPRL3 NSD2 NTRK3 NUCB2 OR10J5 OR10S1 OR4A15 OR4C13 OR4C16 OR4K13 OR4K15 OR4K2 OR4K5 OR4M1 OR4M2 OR4N2 OR4Q3 OR5D14 OR5L2 OR5T3 OR8H2 PCDH11X PCDH11Y PCDHGA10 PCDHGA11 PCDHGA6 PCDHGA7 PCDHGA8 PCDHGA9 PCDHGB3 PCDHGB4 PCDHGB5 PCDHGB6 PCDHGB7 PCDHGC3 PCDHGC4 PCDHGC5 PDE4DIP PDGFRB PFN1P3 PHGDH PIK3C2B PLCB4 PLEKHH3 PLP2 PNCK POLR3H POMP PP2D1 PPP1R14A PPP1R16B PRG4 PROX1 PRPF39 RALY RAPGEF4 RBFOX1 RCAN2 RECQL RHPN2 RNF185 RUNX1 SATB2 SCFD1 SCN8A SCUBE1 SERPING1 SHISA4 SHISA6 SLC51B SLC6A10P SOGA1 SOHLH2 SPG21 STK32B TDH TEX56P TMEM119 TMEM121 TMEM132C TNFSF4 TP53TG3 TPTE2 TREX2 TSHZ2 TSPY1 TSPY2 TTC6 TTC9 TUB TYRO3 ULK1 USH1C YAP1 ZDHHC11 ZFHX3 ZFHX4 ZNF461 ACEVEDO_LIVER_CANCER_WITH_H3K27ME3_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ACEVEDO_LIVER_CANCER_WITH_H3K27ME3_UP ADGRF1 ADGRF2 ADGRF4 ADGRF5 ADGRV1 AGR2 AGTR2 AIM2 AKT3 ANGEL1 ANGPTL5 AREG ARHGAP10 ARHGDIB AWAT2 B3GALT5 BICD1 BMPR1B BTC C1GALT1C1 C3orf52 C6orf141 C7orf31 C9 CACNB2 CALD1 CCDC141 CCDC172 CCR9 CDH12 CELF2-AS1 CEP126 CHRM3 CHST2 CLCA1 CLEC12A CLEC7A CMKLR2 COL19A1 COL1A2 COL3A1 COLEC12 CPB1 CR1L CRB1 CREB5 CRISP2 CRISP3 CSAG3 CSAG4 CSRNP3 CSTF2 CTNNA3 CXCL1 CYP2E1 CYTIP DCDC1 DCUN1D5 DEFB126 DEFB129 DLC1 DNASE2B DOCK8 DSC3 DYNC2H1 EDDM3A EDDM3B ELMOD1 ENDOD1 ENPP6 ENTHD1 ENTREP1 ESRP1 EZHIP F11 FAM47C FAM9A FMN2 FRAS1 FUT8 FZD1 FZD8 GABARAPL2 GADL1 GAPT GCG GDF3 GLRB GMPR GNPDA2 GPBP1L1 GPR119 GPRIN3 GRM8 GSDMC GSDME GSPT2 GUCY1A1 GUCY2C HAUS5 HAVCR2 HECW2 HOMER1 HSBP1 HSFX1 HSPB3 HSPD1 HTR7 IFNA1 IFNA13 IFNA6 IFNL1 IGSF1 IKZF1 IL1RL1 IL6 IL6-AS1 INSL5 IPCEF1 ITIH5 KCNK2 KDM4D KIAA1217 KIF5C KL KLHL41 KLRC4 KLRK1 LCA5 LHFPL1 LIMCH1 LINC00305 LINC02210 LMO2 LPAR3 LRCH2 LRRC8C LYSMD2 MACROH2A2 MAGEA2 MAGEA2B MAGEA9 MAGEB1 MAGEB2 MAGEB3 MAGEB4 MAGED1 MAGEH1 MARCO MARK1 MAST4 MBOAT2 MCOLN3 MCU MGA MGP MIR17HG MIR99AHG MLLT3 MMP27 MMP8 MPP1 MSRB3 MTX3 NAV3 NCALD NFIB NOP10 NTF3 NUTM1 OAT OCA2 OPHN1 OR10A7 OR2H1 OR2T27 OR2T35 OR4D6 OSBPL10 OSMR PALLD PAM PBX1 PDE1A PDE6H PDZD2 PELI2 PES1 PIK3CG PKHD1L1 PLA2G2A PLBD1 PLPPR4 PLSCR2 PNLIP POU2AF2 POU6F2 PPP1R42 PRIM2 PRKACG PRKAR2B PRKCQ PRKD1 PRKY PRMT2 PRNP PRPS1L1 PRTG PSME3IP1 PTEN PTENP1 PTPRR PWWP3B QSOX1 RBPMS RHAG RNASE1 RNASE6 RNASE9 RPL35P1 RTL5 RTL9 SATB1 SCAND3 SCIN SCN11A SDHAF3 SDK1 SELP SEMA3C SEMA6D SERPINB11 SERPINB12 SERPINB13 SERPINB2 SLC12A6 SLC16A9 SLC1A3 SLC35F2 SMAD9 SMIM3 SPACA7 SPIRE1 SPP2 SPRED1 SRI SSBP2 SSX7 ST18 STEAP4 STK26 SULF1 SV2C SYCP2L SYT14 TANC2 TBC1D30 TCF3 TENM3 THEMIS TINAG TLR2 TLR8 TMEM144 TMEM243 TMEM71 TMOD2 TMPRSS11B TMPRSS11E TMPRSS7 TMSB15A TNIK TOMM7 TOX TSGA13 TTN TYR UBE2G2 USP51 VWDE WDR64 XAGE2 XAGE5 YBX3 YTHDC1 ZBTB46 ZNF311 ZNF471 ZNF624 ZNF827 ACEVEDO_LIVER_CANCER_WITH_H3K9ME3_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ACEVEDO_LIVER_CANCER_WITH_H3K9ME3_DN AAGAB AHCYL2 ANKRD36 ANXA2R ANXA2R-AS1 BCLAF3 BMX BTBD7 BTBD8 C4orf33 C7orf33 CA8 CAPNS2 CCL28 CDCA2 CEP112 CEP128 CEP350 CFAP69 CFH CFHR3 CLUL1 DGKH DRAM1 DYSF ENAM GFPT1 H2AC11 H2AC12 H2AC13 H2AC14 H2AC15 H2AC16 H2AC17 H2AC4 H2AC8 H2BC11 H2BC12 H2BC15 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HAT1 HMGN4 HOXA1 HOXA13 HOXA7 HOXC11 IQUB ISL2 KDM5B KIF15 KIF20B KITLG KLHDC1 LCT LINC01551 MBTD1 MID1 MMS22L MTHFD1L MYBL1 NCAPG2 NCF2 NECAP1 NSF NUP210L NUSAP1 OSBPL1A PIWIL1 POLE2 PTH2 PTPDC1 PTPN22 QTRT2 RAB25 RALGAPB REXO5 SCG5 SLC12A8 SLC24A1 SLC25A12 SLC26A2 SLC26A8 SLC28A2 SPATS2 SQSTM1 ST6GALNAC1 TBC1D31 TMEM219 TMEM237 TOX3 TPM1 TRAPPC9 TUBB4B UBE2Q2 USP39 UTP20 VSTM1 VSX2 VTN ZIC2 ZNF134 ZNF185 ZNF30 ZNF385B ZNF563 ZNF613 ACEVEDO_LIVER_CANCER_WITH_H3K9ME3_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ACEVEDO_LIVER_CANCER_WITH_H3K9ME3_UP ABCA13 ABCB5 AK5 AMOTL1 ANGPTL5 ANK2 ARHGAP18 ARMC3 B3GNT2 BMPER C5orf64 CA1 CACNB2 CALCR CAPN13 CCDC54 CDY1 CDY1B CDY2A CDY2B CEP126 CLIC1 CLNK CLRN1 CPQ CRLF2 CRTC1 CYP2E1 DCLK3 DNASE2B EBF4 ELOVL7 ENOX1 EVA1C FAM170A FAT3 FOXN2 FRMPD2 FYB1 GALNT5 GNG2 GPS1 GTF3C2 HERC2P2 HERC2P9 IGSF11 INTU IPCEF1 IRF2 KCNK2 KCNMB2 KLHL2 KRT10 KRT20 KRTAP13-1 KRTAP3-3 KRTAP9-3 KRTAP9-9 LAMB4 LIMCH1 LINC00305 LINC00907 LINC00994 LPAR3 LRRN1 LTC4S MAB21L4 MAGEH1 MAML2 MEP1A MGAM MINDY3 MITF MLF1 MME MMP13 MS4A3 MSH5 MYO16 NAP1L2 NCALD NEB NOVA1 NRAP NRXN3 NSMF ODF3 OR2F1 OR2F2 OR6W1P ORAI2 OTULINL PBDC1 PGBD1 PIFO PKHD1 PLBD1 POU6F2 PPP2R3A PRB3 PRY PRY2 RARA RFNG RGS7BP RIT2 RPE65 RPL13AP17 RPL35P1 SAPCD1 SCGB1C1 SEMA6D SERPINB3 SERPINB4 SETD5 SIPA1L2 SIRT1 SLC35F2 SLC9C1 SMCP SNHG17 SPATA6 SPRR1A SULT1C2 THEMIS TLR2 TMEM108 TMEM192 TNFSF12 TNFSF12-TNFSF13 TNFSF13 TRPM2 UPK1B VCAN VWDE WDR64 ZC2HC1A ZDBF2 ZPLD1 ACEVEDO_LIVER_TUMOR_VS_NORMAL_ADJACENT_TISSUE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ACEVEDO_LIVER_TUMOR_VS_NORMAL_ADJACENT_TISSUE_DN A2M ABCB7 ACAA1 ACADS ACADVL ACBD4 ACCS ACOX3 ACP2 ADAMTSL2 ADRA1B AFM AGMAT AIG1 AKR7A3 ALDOB ANGPTL8 ANKRD33 ANPEP AQP12A ARG1 ARHGAP10 ARMC6 ASB1 ASPDH ATF5 ATG14 ATOH8 ATP6V1B2 AVPI1 AXL AZGP1 B4GALT4 BBOX1 BGN BHLHE40 C11orf24 C1RL C2orf42 C3 C7 C9 CCAR1 CCND1 CD68 CDA CDH2 CDHR2 CERS4 CFAP410 CFLAR CHMP7 CHPF CHST4 CHST7 CLUH CNNM3 COLEC11 CPED1 CROT CSRNP1 CTSD CXXC1 CYFIP2 CYP1A2 CYP2C9 CYP2E1 CYP3A5 CYP3A7 DCPS DCUN1D3 DEFB1 DENND4C DEPP1 DGAT2 DLST DNASE1L3 DPT DUSP5 ECHS1 EGR1 EIF2S1 ENO3 ENTPD5 EPHA2 EPHX2 ERLIN1 ETS2 EVC2 EZR F12 F9 FAAH FAHD2B FAM99A FBP1 FCN3 FGL1 FHIP1B FOS FOSB FRG1 FTCD GADD45G GCGR GCKR GHR GLUD1 GPD1 GRAMD2B GSDMB GSDME HADHA HAMP HDAC6 HDHD2 HGFAC HMGCL HOGA1 HOOK1 HSBP1 IDO2 IER3 IGF2 IGFALS IGFBP3 INHBE INMT INTS6 IRF8 ITIH3 JAML JUND KAT6A KIAA2013 KLKB1 KRCC1 LCAT LECT2 LIPG LRRC75B LRRFIP1 LTBP4 LY6E LYRM1 MACROD1 MAGT1 MAN2B2 MAP2K7 MARCHF6 MBD3 MFAP4 MFN2 MFSD2A MINDY3 MLXIPL MT1A MT1F MT1G MT1M MT1P3 MT1X MT2A MTTP MXRA5 MYCBP2 MYO10 MYO7A MYOM2 NAT2 NDRG2 NOCT NOP14 NR0B2 NR4A2 NRDE2 NSMF NUCKS1 OCIAD1 OGDHL PAQR7 PCMT1 PCNX1 PDSS2 PEX11A PEX3 PGGHG PHGDH PHKA2 PIEZO1 PINK1 PLEKHG3 PLG PLIN2 PLXNB1 PMPCA PNMA3 PNMA6A PNPLA7 PON1 PPARGC1A PPIG PPP1R15A PRNP PROC PROZ PTH1R PVR RAB17 RAB26 RAB33B RAB3IL1 RAP1GAP RBM25 RCN1 RDH11 RELN RGL1 RGS2 SAA4 SARAF SCNN1D SEC14L1 SELENOW SERPINA5 SERTAD1 SETDB2 SH2D4A SH3TC1 SH3YL1 SHBG SHFL SKAP1 SLC15A1 SLC19A3 SLC22A1 SLC25A37 SLC25A47 SLC7A5 SNORC SPINT2 SPIRE1 SPP2 SPTBN5 STAB1 STAB2 SYMPK SYNJ2BP TBPL1 TCF25 TCIM TENT5A TERF2IP THRSP TKFC TMEM30B TMEM86B TNFAIP8L1 TNFRSF21 TNPO3 TRIB1 TRIP6 TRPM8 VAMP8 VIPR1 VKORC1 VNN1 VPS37B WDR72 ZBTB48 ZNF148 ZNF395 ZNF593 ZSWIM8 ACEVEDO_LIVER_TUMOR_VS_NORMAL_ADJACENT_TISSUE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ACEVEDO_LIVER_TUMOR_VS_NORMAL_ADJACENT_TISSUE_UP AARS2 ABHD16A ABHD5 ACBD3 ACBD6 ACE2 ACLY ACOT9 ACP1 ACTL6A ADAMTS4 ADAT1 ADGRF5 ADGRV1 ADIPOR1 AFF4 AHCY AIF1L AKR1C3 ALG14 ALG1L1P AMDHD1 AMZ2 ANAPC10 ANKMY2 ANKRD49 ANO6 ANXA2R AP1S1 AP3B1 AP3S1 APEX1 APEX2 APIP APOLD1 AQP11 ARF3 ARFGAP3 ARHGAP12 ARHGAP19 ARL1 ARL2BP ARPP19 ARSA ARV1 ASAP2 ASPM ATAD1 ATG3 ATP1B1 ATP23 ATP2A2 ATP6V0C ATP6V0E1 ATRN AURKA BBX BCAT2 BFAR BIVM BLVRA BMI1 BOLA1 BORCS7 BPNT2 BTF3 BTG3 BTN3A2 BZW2 C12orf57 C14orf93 C16orf87 C1QBP C1orf131 C1orf198 C1orf35 C1orf53 C1orf74 C6orf226 C6orf62 C7orf25 C8orf33 CANT1 CANX CAP2 CASK CBX7 CCDC107 CCDC117 CCDC167 CCDC51 CCDC71 CCDC91 CCL5 CCNA2 CCT2 CCT8 CD59 CD9 CD93 CDC20 CDC42EP4 CDC5L CDH5 CDK2AP2 CDK5 CDR2 CENPN CENPX CES1 CETN2 CFHR1 CFHR5 CHAMP1 CHCHD1 CHMP1B CHMP5 CHPT1 CKAP4 CKLF CKS1B CKS2 CLN3 CLP1 CMC1 CMSS1 CNEP1R1 CNIH1 CNIH4 CNN3 CNPY3 COA4 COL1A1 COL4A1 COL5A2 COMMD3 COP1 COPA COPB2 COPE CORO1B COX6A1 COX7A2 CPNE8 CPQ CPVL CREB3L2 CRIPT CRKL CRY1 CSTB CSTF2 CTCF CTR9 CUEDC2 CUL2 CXCL9 CYBC1 CYBRD1 CYP2A7 CYP4F2 CYSTM1 CYYR1 DAD1 DARS2 DCAF12 DCTPP1 DDAH2 DDX21 DDX46 DEGS1 DENND10 DENND5A DENND5B DEPTOR DESI1 DHX16 DHX29 DHX35 DMAC2L DNAJB11 DNAJC14 DNAJC19 DNAJC9 DNMT1 DOCK1 DOCK10 DOLK DPCD DPH3 DPH5 DPY30 DRAM1 DRG1 DROSHA DSN1 DTL DTYMK DUSP12 DVL3 DYNLL1 DYNLRB1 EARS2 EEF1E1 EFL1 EFNB2 EIF1B EIF2A EIF2B1 EIF2D EIF3F EIF3J EIF3M EIF4A3 EIF4ENIF1 EIPR1 ELOC ELOVL6 EMC4 ENOPH1 EPHX1 EPM2AIP1 EPRS1 ERLEC1 ESF1 ETF1 ETNK2 EXOSC3 EXOSC5 F13B F5 FABP4 FADD FAM120AOS FAM174A FAM20B FAM219B FAM83D FARS2 FAT1 FGGY FKBP11 FKBP5 FLOT1 FOXC1 FOXQ1 FRAT2 FRS3 FZD4 GABARAPL2 GALNT18 GBA1 GBE1 GBP4 GEMIN6 GET1 GGPS1 GHDC GID8 GINS2 GLMP GMDS GMFB GMNN GMPS GNG10 GNG11 GNG5 GNMT GNPAT GOLGA4 GOLPH3L GOLT1B GPAA1 GPC3 GPKOW GPN1 GPR137B GRN GSKIP GSTA1 GSTA2 GSTO1 GTF2A2 GTF2H4 GTF2IRD2 GTF2IRD2B GTF3C2 GTPBP4 H1-2 H2AC18 H2AC20 H2AC6 H2AX H2AZ1 H2BC12 H2BC12L H2BC21 H3-5 H4C14 HARS2 HAUS4 HAX1 HDDC3 HEY1 HIGD1A HLA-B HLA-C HLA-F HMGB2 HMGN4 HNRNPR HOMEZ HPF1 HPRT1 HPS6 HS1BP3 HSD17B11 HSD17B8 HSP90AB1 HSPA14 HSPA1A HSPA1B HSPH1 HTATSF1 HYOU1 IARS2 IDH1 IDI1 IFIT2 IFRD2 IFTAP IGBP1 IGFLR1 IK IL10RB ILF2 INIP IPO4 IPO9 IRAK1 IRF6 IRX3 ISCA1 ITGAV ITPR2 JARID2 KATNB1 KATNIP KCTD3 KDELR2 KDM5B KHDC4 KIAA1191 KIAA1522 KIFAP3 KIFBP KLF13 KLF15 KLHDC9 KLHL12 KLHL20 KLHL8 KPNA2 LAGE3 LAMC1 LAMTOR1 LARS1 LCN2 LIX1L LLPH LMNA LMO2 LPGAT1 LRATD2 LRIG1 LRRC42 LRRC8D LSG1 LSM10 LSM3 LSM4 LYAR LYPLAL1 LYZ MAFB MAGOH MAN1A2 MAN1C1 MAN2B1 MAP1S MAP2K2 MAPK1IP1L MAPKAPK3 MAPRE1 MARCKS MARS1 MCFD2 MCM3 MCM4 MCM5 MCTS1 MDC1 MEA1 MED7 METAP1 METRN METTL13 METTL25B METTL3 MFAP1 MFSD14B MGST3 MICOS13 MID1IP1 MIEF1 MIF4GD MKRN2 MLH1 MMGT1 MORF4L2 MPC2 MPLKIP MPV17 MPV17L MRPL18 MRPL24 MRPL33 MRPL36 MRPL40 MRPL48 MRPL58 MRPL9 MRPS17 MRPS18B MRPS18C MRPS21 MRPS23 MRPS27 MSH6 MTF1 MTFR1 MTM1 MTX1 MTX3 MUC13 MYDGF MYLIP MYO5C NAA10 NAA80 NABP2 NAGA NAGS NANS NAT9 NCBP2 NCOA6 NDST1 NDUFA12 NDUFA4L2 NDUFA7 NDUFA8 NDUFAF2 NDUFB3 NDUFB5 NDUFB6 NEDD4L NEDD8 NHP2 NOA1 NOL7 NOP10 NOPCHAP1 NPC1 NR2C2AP NRAS NRDC NSMCE2 NTPCR NUCB2 NUDCD2 NUDT1 NUDT16L2P NUDT2 NUDT5 NUP107 NUP133 NUP153 NUP205 NUP37 NUP42 NUP62 NUSAP1 ODC1 OSTC OXA1L P4HA2 PAK1IP1 PAPSS1 PARP1 PARP4 PCOLCE2 PDCD2L PDCD5 PDCD7 PDE12 PDIA6 PEA15 PECAM1 PEX19 PEX2 PFDN6 PFN1 PGK1 PHACTR4 PHPT1 PIGB PIGC PIGM PIGT PIGY PIP4K2C PIR PKP2 PLA2G4C PLGRKT PLVAP PMS2P5 POGK POLR2C POLR2H POLR2J3 POLR3E POMGNT2 PPA1 PPAT PPIAL4A PPIC PPID PPL PPM1K PPOX PPP1CA PPP1R16A PPP1R2 PPP2R5A PRC1 PRICKLE4 PRODH PRORP PRPSAP1 PRRC2C PSEN2 PSMB2 PSMB4 PSMB5 PSMC6 PSMD10 PSMD2 PSMD6 PSME3 PSMG1 PTBP3 PTPN1 PTPN12 PTRH1 PTTG1IP PURA PYCR2 RAB22A RAB3IP RAB5IF RAMP1 RANBP1 RANBP6 RAP2A RBBP5 RBBP7 RBM34 RBM4B RBP7 RCN2 RDH10 RDH14 RESF1 REXO2 RFC4 RFX5 RGS5 RHEB RIMOC1 RIOK2 RMC1 RMI1 RMI2 RNASEH2A RND1 RNF26 ROCK2 RPA1 RPA3 RPL10A RPL15 RPL23A RPL26 RPL26L1 RPL30 RPL35A RPL36AL RPLP0 RPP21 RPS13 RPS15A RPS17 RPS21 RPS25 RPS27A RPS4X RPS5 RPS7 RRP15 RRP36 RRS1 RSRC1 RTCA RTRAF RUNDC1 RUVBL2 S100A10 S1PR1 SAP30L SASH1 SATB2 SAV1 SBF1 SCAMP3 SCNM1 SDC2 SDCBP SDF2 SDF2L1 SDHC SEC13 SEC14L2 SEC23B SEC24D SEC61B SEC61G SELENOT SENP2 SERP1 SERPINB1 SERPINH1 SERTAD2 SET SF3B4 SF3B6 SFXN2 SH3D19 SH3PXD2A SIMC1 SKIC3 SKIC8 SLC17A3 SLC23A1 SLC25A4 SLC26A6 SLC29A3 SLC2A10 SLC30A10 SLC33A1 SLC35B1 SLC35E1 SLC35F6 SLC38A9 SLC39A1 SLC49A4 SLC4A1AP SLC50A1 SLC51A SLC6A1 SLC9A6 SLCO2A1 SMARCC1 SMC3 SNAP29 SNAP47 SNRPB SNRPC SNRPF SNU13 SNX27 SOWAHA SOX13 SOX18 SP2 SPARC SPARCL1 SPATA5L1 SPCS1 SPCS2 SPTAN1 SPTSSA SREBF2 SRPK1 SRSF2 SRSF3 SRXN1 SSC4D SSR1 SSR2 STAMBPL1 STC1 STT3A STT3B STXBP6 SUN1 SUPT4H1 SURF1 SUV39H1 SWAP70 TAF12 TAGLN2 TAP1 TARBP1 TARS2 TATDN1 TAX1BP1 TBC1D16 TBC1D2 TBCE TBL2 TCFL5 TCHP TCTN1 TDRD7 TEAD2 TEF TERF2 TESK1 TFB2M TFDP1 TFG TFIP11 TFRC THAP11 THEM6 THY1 TIGD5 TIMELESS TIMM29 TIMM8A TINF2 TIPRL TK1 TM2D1 TMCO3 TMED10 TMED4 TMED7 TMEM147 TMEM14A TMEM14C TMEM167B TMEM183A TMEM184B TMEM199 TMEM248 TMEM258 TMEM38B TMEM9 TMOD1 TMTC4 TOM1L1 TOR1AIP1 TOR1B TP53BP2 TRAPPC4 TRIB2 TRIM22 TRIM27 TRIP4 TRMT112 TRMT1L TSEN15 TSG101 TSNAX TSPAN14 TTC32 TUBA1A TUBA1C TUBB4B TUSC2 TWF2 TXNRD1 TYMS TYMSOS UBA3 UBB UBD UBE2N UBE2Q1 UBE2S UBE2T UBE4B UBLCP1 UBTD1 UCHL5 UCK2 UFC1 UFM1 UGT2B4 UQCRB USP11 USP3 USP30 USP34 VAMP5 VAMP7 VBP1 VOPP1 VPS25 VPS28 VPS29 VPS35 VPS45 VWF WASHC5 WBP1L WDCP WDR45B WDR55 WIPI1 WRAP73 XPO1 XPOT XPR1 XRCC6 XXYLT1 YAE1 YARS2 YEATS2 YIF1B YIPF1 ZBTB9 ZCCHC17 ZCCHC9 ZFAND1 ZHX3 ZMAT2 ZMAT3 ZMPSTE24 ZMYM6 ZMYND19 ZNF106 ZNF319 ZNF329 ZNF664 ZNF7 ZNF791 ZSCAN16 ZSCAN18 ACEVEDO_METHYLATED_IN_LIVER_CANCER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ACEVEDO_METHYLATED_IN_LIVER_CANCER_DN A2ML1 ABCA11P ABCC8 ABO ACSL1 ACSS3 ADAD1 ADAM11 ADAM2 ADAM5 ADAMDEC1 ADAMTS13 ADAMTS18 ADARB2 ADAT3 ADCYAP1R1 ADD1 ADGB ADGRF4 ADGRF5 ADGRG7 ADGRL2 ADGRV1 AGPAT4 AHI1 AIFM2 AJAP1 AK5 AKNA ALOXE3 AMBRA1 AMELX ANK1 ANK2 ANKRD30A ANKRD36B ANKRD36C ANP32D APOE ARAP3 ARHGAP22 ARHGAP24 ARHGAP25 ARHGAP6 ARHGEF10 ARHGEF16 ARMC3 ARMC5 ARSF ARSG ARSJ ASB5 ASIC1 ASMT ASPN ASTN2 ASZ1 ATF7IP BBS12 BCAR1 BCRP2 BHLHE40 BICD1 BIRC8 BMPR1B BORCS7 BPIFC BPNT2 BTRC C10orf55 C1QB C1QTNF1 C1QTNF6 C6orf89 C8orf74 CA1 CACNA1B CACNB2 CALN1 CAMTA1 CASQ2 CAT CAVIN2 CC2D2B CCDC136 CCDC141 CCDC172 CCDC178 CCDC186 CCDC196 CCDC33 CCDC47 CCDC7 CCDC80 CCNJL CCSER1 CD1D CD5 CD86 CDCA7 CDH13 CDH4 CDHR2 CENPF CES1 CHRM3 CIITA CLASP2 CLDN1 CLDN18 CLEC12B CLN8 CLNK CLSTN2 CNGA3 CNOT2 CNR1 CNTNAP4 COL24A1 COL26A1 COL6A5 COL9A1 COPA COX7B2 CPA1 CPLX2 CPN1 CPXM2 CRACD CREBZF CRTAC1 CRYBG2 CRYGA CRYGC CRYZ CSAG3 CSF2RA CSMD3 CSNK1A1L CSPP1 CSRP3 CST3 CSTF2T CTBP2 CUEDC2 DAG1 DBI DCAF4L2 DCHS2 DCLK3 DDIAS DDX42 DEFB1 DEFB105A DEFB106A DEFB107A DEFB108B DEFB132 DENND1A DENND3 DGKB DGKG DHX32 DHX57 DIRAS2 DIRAS3 DISC1 DLGAP2 DLX1 DMD DMKN DMRT3 DMRTC1 DNAJC3 DOCK3 DOP1A DPP4 DPP6 DPPA3 DPYSL3 DTHD1 DUOX1 DUOXA1 DUSP29 DUXAP9 DYNC2LI1 DYNLT1 E2F6 ECHDC2 EDA2R EFHC2 EGFLAM ENSG00000268460 EPHA10 EPHA8 EPS8L1 ERC2-IT1 ERF ERICH3 ERRFI1 ESD EXPH5 F11-AS1 F13A1 F2R FABP6 FAM106A FAM131B FAM13A-AS1 FAM178B FAM183BP FAM197Y2 FAM226B FAM27C FAM27E3 FAM27E5 FAM47B FAM74A4 FAM78A FAM88B FANK1 FASLG FASTKD2 FAT2 FAXC FBXO33 FBXW7 FCGR1A FCGR1BP FCGR2A FCHSD2 FCN2 FFAR2 FGD3 FGD5 FGF1 FGF7P6 FGFBP1 FHIP1A FHL5 FHOD3 FILIP1 FKBP5 FLG FLJ40288 FLT4 FMOD FNDC9 FOXO3 FOXP1 FRMD1 FRMPD1 FTMT FUNDC2 FUNDC2P2 FYB1 FYN GAGE1 GAGE12F GAGE12G GAGE2A GAGE2E GALNT14 GALNT7 GALNT8 GAPDHS GAPVD1 GATA2 GCNT7 GDF10 GGA1 GIMAP7 GK2 GKAP1 GLI2 GLIDR GLIS1 GMCL2 GML GOLGA1 GOLGA2 GP2 GPR12 GPR139 GPX1 GRAMD1C GRAP2 GRB14 GRID1 GRIK2 GRM8 GRWD1 GSG1 GSTCD GTF2A1L GTPBP1 GTSF1 GUCY1A1 GZMK H1-7 H19 H3-3A H3P6 HBG1 HBG2 HCAR2 HDAC11 HDGFL1 HEATR5A HERC5 HIF3A HKDC1 HMGN5 HMGXB3 HNRNPCL1 HORMAD2 HOXA3 HOXA4 HOXA5 HOXA6 HOXB3 HOXB4 HOXB6 HOXD13 HRH1 HRNR HS6ST3 HTR2C HTR3C HTR3E HTRA4 ICOS IFI44 IGF1R IGFBPL1 IGKC IGKV1-5 IGLV4-3 IK IKZF1 IKZF2 IL17A IL1B IL2RA INSL6 INTS10 INTS12 INTS4P1 IQCA1 IRAK4 IRS1 ITFG2 ITGA8 ITIH5 ITSN1 JAKMIP1 JOSD1 KALRN KAT6A KAZN KCNA2 KCNAB2 KCNK2 KCNMB2 KCTD1 KIAA1755 KIDINS220 KIF1A KIF26B KIF5C KIRREL1 KLF13 KLK1 KLK15 KMT2C KMT5A KRT27 KRT73 KRT81 KRT83 KRT86 KRTAP2-4 KRTAP3-1 LACRT LAMB1 LARP4B LARS1 LARS2 LCN1 LCN10 LIMCH1 LINC00221 LINC00305 LINC00955 LINC01168 LINC01257 LINC01312 LINC01517 LINC01597 LINC01657 LINC01940 LINC02880 LINGO2 LORICRIN LPAR3 LPCAT2 LRPAP1 LRRC37A3 LRRC4C LRRK1 LSM14A LST1 LTA LTB LUZP1 LYPD6B LYVE1 LYZL4 MAB21L1 MAFIP MAGEA2 MAGEA2B MAGED4B MAGEH1 MAGI3 MAL2 MALT1 MAP2K1 MAP9 MAPRE2 MAS1 MATN2 MATN4 MBOAT2 MCC MCM9 MCPH1-AS1 MDH1B MDM2 MECP2 MED17 MEIOB MEPE MEST METTL17 MFAP5 MICOS10 MIER3 MKNK1 MKRN3 MLLT6 MLPH MOB3C MOBP MORN2 MPST MRGPRX1 MRGPRX4 MSANTD4 MSRA MSTO1 MTAP MTHFD2L MTMR4 MTNR1A MTX2 MUC17 MUC4 MUCL3 MYADML MYH4 MYH7 MYH9 MYO10 MYO5A MYO9A MYT1L N4BP3 NAA11 NAA40 NAGS NANOGNB NAT9 NAV1 NAV2 NBPF1 NBPF10 NBPF12 NBPF22P NBPF4 NBPF8 NCK2 NCKAP1L NCOA4 NCSTN NDUFA2 NEFM NEU4 NFASC NFYCP2 NGDN NHLRC3 NLRP3 NLRX1 NME8 NMNAT3 NMUR2 NOX1 NPBWR1 NPFFR2 NPY2R NPY5R NRAP NTNG2 NUBP1 NUDT9 NUGGC NUP35 OBP2A OBSCN OCEL1 OCLN ODF1 OLAH OLFM4 OLFML2B OPTC OR10C1 OR10H1 OR10H2 OR10K1 OR10P1 OR10Q1 OR13C8 OR13H1 OR1C1 OR1I1 OR2B11 OR2F1 OR2F2 OR2L13 OR2T35 OR2V2 OR2Y1 OR4E2 OR4F16 OR4F29 OR4F3 OR4F5 OR4K5 OR51I1 OR5E1P OR5P2 OR6B2 OR6B3 OR6K2 OR6K3 OR6N2 OR6V1 OR6X1 OR7E14P OR7E18P OR7E19P OR7E24 OR8K3 OR9Q2 OTOP1 OTUD4 OTULINL PAGE1 PAGE2 PAGE5 PAMR1 PARGP1 PASD1 PBOV1 PCDHA11 PCDHA13 PCDHGA2 PDE1A PDHA2 PDZD8 PDZRN3 PDZRN4 PEBP4 PEG3 PHEX PHYHIP PIFO PIPSL PIWIL1 PKD2L2 PKIA PKP4-AS1 PLAU PLCH2 PLG PLSCR2 PLXNA4 PNLIPRP2 POGZ POLR3A POM121L12 POTEA POTEE POTEKP PPARD PPIAL4A PPP1R12B PPP2R2A PPP2R2C PRAMEF10 PRAMEF4 PRELP PRKACG PRKAG1 PRKN PROSER1 PRR13 PRR23E PSD3 PSG4 PTGR2 PTP4A3 PTPN3 PTPRE PTPRN2 PUS7L PXDN PXDNL PYY RAB44 RADIL RAP1A RAPGEF2 RASD2 RASGEF1C RBBP8NL RBFOX1 RBMY1A1 RBMY1B RBMY1D RBMY1E RBMY1F RBMY1J RBPJL RDH13 REXO1L1P REXO4 RGPD2 RGPD8 RGS13 RGS18 RGS6 RHOA RIPOR2 RNF17 RNF19A RPTOR RRH RSU1 RUNX1T1 RUNX3 S1PR4 SBF2 SBSN SCAMP4 SCART1 SCIN SCN11A SCP2 SCRG1 SDK1 SDR16C5 SELENOW SEMA6D SERBP1 SERPINA1 SERPINA7 SERPINB12 SH3PXD2B SHF SHROOM3 SIPA1L2 SLC16A7 SLC17A3 SLC20A2 SLC24A4 SLC26A3 SLC26A4 SLC26A4-AS1 SLC2A1 SLC30A8 SLC35B4 SLC3A1 SLC43A1 SLC45A4 SLC6A18 SLC6A19 SLC6A8 SLC8A1 SLCO3A1 SLCO5A1 SLCO6A1 SLED1 SLMAP SMAD9 SMIM19 SND1 SNX8 SORCS3 SOX9 SPAG11A SPAG11B SPANXA1 SPANXB1 SPANXC SPANXD SPATA18 SPATA31A3 SPATA31A7 SPATA31C2 SPINK14 SPINK7 SPIRE1 SPRY1 SRF SRGN SRI SRSF6 SSR3 SSU72 SSX2 SSX3 SSX5 SSX9P ST18 ST6GALNAC3 ST8SIA6-AS1 STAM STK32B STXBP5 SUGT1 SULT1A1 SULT1C4 SV2B SVOP SWI5 SYNPO2L SYTL2 SYTL3 TAC1 TANC2 TAS2R3 TBC1D12 TBC1D3B TBC1D3F TBC1D3G TBC1D3I TBC1D4 TDRD1 TDRD6 TDRD9 TEKT4P2 TENM1 TENM2 TET1 TFDP3 TFF1 TGIF2LX TGIF2LY THEMIS2 THOC3 THSD4 TIAM2 TINAG TKTL2 TM9SF3 TMCC2 TMED3 TMEM104 TMEM132D TMEM163 TMEM170A TMEM184B TMEM229B TNF TNFRSF4 TNFRSF8 TNP1 TNS4 TOPAZ1 TPO TPRXL TREML2 TRGV9 TRIM42 TRIM49 TRIM67-AS1 TRIML2 TRMT10B TRMT12 TRPC3 TRPC7 TRPV3 TRPV6 TSNAX TSPAN5 TSPY1 TSPY10 TSPY2 TSPY4 TSSK1B TST TTI2 TTLL10 TTYH2 TUBB7P TUBB8 TUT7 TWSG1 TXNDC16 TYR TYW3 UBE2D1 UBE2J1 UBE2U UBL4B UCN3 UGT2B10 UMODL1 UNC5A URI1 UXS1 VAPA VENTXP7 VIPR2 VLDLR-AS1 VNN3P VPS13C VPS37D VPS8 VTI1A WDFY4 WDR17 WDR26 WDR36 WNK2 WSB2 WWC2 XAGE1B XAGE2 XCL1 ZAP70 ZBTB34 ZBTB8A ZCCHC2 ZDHHC6 ZFPM2 ZFY ZMYM4 ZNF239 ZNF322 ZNF35 ZNF37A ZNF438 ZNF462 ZNF502 ZNF595 ZNF660 ZNF804A ZNF92 ZXDB ACEVEDO_NORMAL_TISSUE_ADJACENT_TO_LIVER_TUMOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ACEVEDO_NORMAL_TISSUE_ADJACENT_TO_LIVER_TUMOR_DN AAMDC AARS1 ABCC2 ABHD10 ABHD14B ABHD6 ACADSB ACAT2 ACTG1 ADH4 ADH6 ADI1 AGMAT AGPAT2 AGT AHCY AK3 AKR7A3 ALDH7A1 ALG9 ALPL ANGPTL3 ANXA10 APH1A APOA4 ARHGAP10 ARMC6 ARNT ATF5 ATP1B1 ATP5PO ATP6V0E2 BCL2L13 BCO2 BET1L BOK BPHL CACNA1H CADM1 CALML3 CAMK1 CAPN5 CAPN6 CBS CBX7 CCL16 CD99L2 CDA CDK2AP2 CDK9 CEMIP2 CENPBD1P CENPV CENPX CERS6 CFHR3 CHCHD10 CLDN2 CLDN3 CLPP CLPTM1 CMAS CNDP2 CNOT2 COQ10B COX5B CPSF1 CSK CTSB CYB561A3 CYB5B CYGB CYP39A1 DBH DDX18 DECR2 DEFB1 DESI1 DGAT1 DGAT2 DHRS1 DHRS7 DIAPH1 DMAC2 DNAJA1 DNAJB11 DNMT3L DYNLL2 DYSF EEF2 EEF2K EFHD2 EIF2AK1 EIF4A1 EIPR1 EML4 EMP1 ENDOG ENTR1 ERLIN1 EVL F10 F8A1 FAM20B FASN FEM1A FGFRL1 FGGY FITM1 FKBP4 FMO3 FN3KRP FOXD4L4 FOXO4 FST FUOM GALM GBP7 GLUD1 GNMT GNPTG GOT2 GPD1 GPR88 GPT2 GSE1 GSTA1 GSTA2 GTF3A H3-3B H4C3 HAAO HADH HAGH HEPACAM HMGCR HMGCS1 HPD HPR HPS6 HSD17B14 HSD3B7 HSPA5 ICAM3 IDNK IGFALS IGFBP4 IMP4 INHBE IRF8 KANK4 KCTD5 KHDRBS3 KPNA1 LASP1 LDLR LINC01554 LONP1 LPIN2 LRP5 LTBR MACROD1 MAGOH MAMDC4 MANF MAOA MAPKAPK3 MAPRE2 MAT1A MEA1 MEPCE MGRN1 MICU1 MIEF1 MLLT3 MOCOS MPND MRPL22 MRPL24 MRPL53 MRPS11 MRPS18A MRPS26 MRPS31 MT1B MVK MXD4 MYDGF MYL6B MYOM1 MYOM2 NAA38 NCOA4 NDEL1 NDFIP2 NDUFB8 NFKB1 NFYC NINJ1 NMT1 NNMT NOCT NPRL2 NR1H2 NSDHL NSFL1C NUCB1 NUDT14 NUDT2 NUDT3 NUDT5 NUP62 OAF OAT OAZ1 OSBP OTC PAFAH2 PAM16 PBX3 PCBP2 PCOLCE PCOLCE2 PDXK PGM2 PGRMC2 PHGDH PLAAT3 PLEK2 PNP POGK POLE3 POLR2F PPM1F PPP1R15A PRADC1 PRDX5 PRG4 PSMA3 PSMB4 PSMB7 PSMF1 PTMS PYROXD2 QARS1 RAB1A RAB3GAP2 RAB5A RAB5B RDH16 RDH5 REEP6 RETSAT RIC8A RMC1 RND1 RNPEP ROMO1 RPL12 RPL19 RPL36AL RPS25 RXRA SAA4 SAMD4A SAP18 SCD SDC4 SDHB SEC11A SERBP1 SERTAD1 SFXN1 SH2B3 SH3BGRL2 SH3BP4 SHMT1 SHMT2 SLC16A11 SLC19A3 SLC20A2 SLC25A1 SLC25A15 SLC25A22 SLC35B1 SLC50A1 SLC7A5 SLC8B1 SMG5 SND1 SNRNP25 SNRPF SOD1 SPTAN1 SPTSSA SREBF2 SRF SRPRA SRPRB SSU72 STARD10 STK11 STK35 TAF15 TBC1D14 TBC1D16 TBL1X TECR TEF TFF3 TGDS THOP1 TM7SF2 TMEM160 TMEM82 TMEM97 TMPRSS6 TNFRSF1A TNIP2 TP53INP2 TPRG1L TRAPPC6A TRIB1 TRIM8 TRRAP TSHZ2 TST TTC39C TUBB4B UBAC1 UBALD1 UBAP1 UBE2J1 UCK1 UPB1 UROD VAV2 VPS26B VPS28 VPS37B WBP2 XPNPEP2 ZBED1 ZCCHC14 ZDHHC5 ZFAND2A ZFPM1 ZNF180 ZNF281 ZNF330 ZNF511 ZNF672 ZNF689 ZNHIT1 ACEVEDO_NORMAL_TISSUE_ADJACENT_TO_LIVER_TUMOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ACEVEDO_NORMAL_TISSUE_ADJACENT_TO_LIVER_TUMOR_UP A2M ABCB11 ACSL4 ACSM5 ACTR3 ADPRM AFM AHCTF1 AHSA2P ALCAM ALG5 ANGEL2 APOM ARMC1 ARPC5 ATG16L1 BLVRB C4orf33 C7orf50 C9 CCAR1 CDHR2 CFHR2 CHD1 CHKA CISD1 COL3A1 COX14 CTSO CUX2 CYP3A5 CYP3A7 CYP51A1 DCTN4 DDX27 DNM1P46 DPP4 DYNLRB1 EDEM2 EIF2AK4 EIF3A ELOVL5 EMC7 ERGIC2 F11R FAM162A FAM200A FAM98A FBXO2 FGL1 FKBP5 FRG1 GADD45G GAK GCN1 GMFG GNA13 GORASP1 GPX2 GSTA4 GTF3C6 H1-2 HCFC1 HDAC2 HES1 HHEX HLA-B HLA-DRB3 HMGN4 HNRNPA2B1 HNRNPH3 IDO2 IFT74 IGBP1 IGSF6 IMPA1 ITGAV LAP3 LIPG LMAN2 LY96 M6PR MARCKS MBL2 MET METTL7A MICU2 MINDY3 MRPL51 MT1P3 MTPN MYCBP2 MYO18A MYO1B NADK2 NAT8B NISCH NTAN1 NUCKS1 OS9 PCMTD1 PCTP PERP PEX3 PGAM4 PHF3 PIK3AP1 PLA1A PLEKHA5 PNISR PNMA3 PNN PON2 PRKAB2 PTGES3 PTMA RAB33B RBM34 RBM5 RBM6 RGS2 RIC8B RMDN1 RNH1 RPL14 RPL23 RPL27A RPL7 RPL7A RPLP1 RPN2 RPS3A SACM1L SAR1A SBDS SCYL2 SEPTIN11 SESN1 SESN2 SH3YL1 SHROOM3 SLC15A1 SLC17A4 SLC25A51 SLC51A SLPI SNX29P1 SORT1 SPDYE3 SPIRE1 SUMO2 SYAP1 TBPL1 TDRD1 TMEM37 TRIP12 TRIT1 TSPAN8 UAP1 UBE2V2 UGT2B28 UQCRH USP49 WSB2 YAP1 YRDC ZDHHC11 ZFP36L1 ZNF14 ZNF212 ZNF266 ZNF721 ZPR1 ACOSTA_PROLIFERATION_INDEPENDENT_MYC_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ACOSTA_PROLIFERATION_INDEPENDENT_MYC_TARGETS_DN ACRV1 ACSM3 ADAM8 ADAMTSL4 ADGRE5 ADGRG1 AIF1 AKR1C1 AKR1C2 ALAS2 AMPD3 AQP3 ARFGAP3 ARHGEF2 ARHGEF5 ARL4A BCAM BCL2L1 C11orf21 CALB1 CAP1 CAPN1 CARD9 CBFA2T3 CD63 CHPF2 CHST12 CLEC11A CMTM6 CREM CSH2 CTSD DMTN EPOR ESR1 ESYT1 FADS1 FAXDC2 FDXR GABRE GATA1 GDE1 GTF2F1 GYPB HBB HEY1 HMBS HOXD1 ID1 IRF4 ITFG2 JUNB KCNH2 KLF6 KRT10 KRT18 KRT8 KYNU LASP1 LCP2 LMO2 LRP10 LYL1 LYPLA2 MCAM MCL1 MIA2 MINK1 MINPP1 MPP1 MYC NAGA NEU1 NFE2 PEX6 PIM1 POLD4 PTPRC RAB13 RAB5B RAC2 RHCE RHD RHOC RHOG RIT1 S100A11 SAMSN1 SEC14L1 SEC24D SELENBP1 SERPINH1 SH3BP1 SHANK2 SHC1 SIDT2 SLC10A3 SLC2A3 SLC48A1 SLCO2B1 SNCG SNPH ST3GAL2 STAT3 STAT5A STIMATE TAX1BP3 TESPA1 TNFAIP8 TNNT1 TOR4A TRPV2 TWNK UGP2 USP11 YES1 ACOSTA_PROLIFERATION_INDEPENDENT_MYC_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ACOSTA_PROLIFERATION_INDEPENDENT_MYC_TARGETS_UP AATF BLMH CCNE1 CD320 CLUH CRYBG2 CSE1L CTPS1 CUTC DDX28 DHCR7 DUSP9 EIF3J EIF4A3 EMC1 ENSG00000291006 EXPH5 FBXO41 GCDH GCSH GLB1L2 GLOD4 GLS GNPDA1 HDHD5 HILPDA JAG2 KIAA0930 LAS1L LEPR LPL LYPLA1 MAST2 MATK MPZL1 MRPL4 MTMR4 MTRR NOLC1 NQO1 NR1D2 NRTN NUP210 NUP214 ODC1 OPN3 OXCT1 PARP1 PDCD11 PEBP1 PEX5 PRPF19 PSMG1 PTK7 PWP1 RAB3A RCHY1 REPIN1 RGS14 RGS16 RIOX2 RRP1B SKP2 SLC17A7 SLC19A2 SLC27A2 SLC29A1 SLC39A4 SLC39A6 SLC5A3 SORD SPG21 STEAP1 STUB1 TMEM161A TRIAP1 TSPO UCK2 URI1 VPS13C WDR74 XPO6 ZNF395 ZNF460 ADDYA_ERYTHROID_DIFFERENTIATION_BY_HEMIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ADDYA_ERYTHROID_DIFFERENTIATION_BY_HEMIN AAK1 ADAM10 AKR1C1 AKR1C2 ANGPT1 APOC1 ATF3 ATF5 BIRC5 CAVIN1 CEBPB CEBPG CPOX CREM CTSH CTSL CXCL2 CXCL8 DDIT4 DHX9 DNAJB4 EGR1 ETV5 FCGR2A FDXR FECH FTH1 GFI1B GP1BB GTF2I GYPA HBA1 HBZ HERPUD1 HSPA1B HSPA5 ICAM3 ID2 IER3 IER5 INSIG1 ITGB5 JUN KLF1 KLF6 LMO2 MAFG MCL1 MEF2C MOAP1 MT2A MYB NCOA1 NEFH NFYA NLRP1 NPL NPRL3 NQO1 OSGIN1 PIM1 PTP4A3 PTPN7 RPP25 RTN4 SLC27A2 SLC2A14 SLC43A3 SOCS2 TAX1BP1 TXNIP TXNRD1 UCP2 YES1 AFFAR_YY1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AFFAR_YY1_TARGETS_DN ABHD3 ALDH18A1 ALOX15B ANKH ANP32E APCDD1 API5 APOC1 ART2BP ASPM ATP6V1E1 AURKA AURKB AVPR1A AXIN2 B3GAT3 BCAT1 BIRC5 BUB1 BUB1B CCL7 CCN5 CCNA2 CCNB1 CCNB2 CDC25C CDC6 CDCA3 CDT1 CENPA CENPE CENPF CENPH CHRDL1 CHST2 CHTF18 CLCN1 CLEC3B COL15A1 COL6A3 CRABP1 CREB1 CRIP1 CXCL6 CYCTP CYP3A5 CYP51A1 CYP7B1 DEFB4A DHCR24 DIAPH3 DKK2 DKK3 DLX3 DNAJC2 DUSP9 DUT EDNRA EEF1A1 ELAVL3 ELOVL6 EXO1 FABP9 FADS2 FARS2 FBXW12 FCGR2B FDFT1 FDPS FEN1 FGF7 FMOD FN3K FOLH1 FOXM1 FUS FZD3 GALR1 GATB GFRA1 GJB3 GK2 GNB4 GPR65 GPR84 GREM1 GZMA GZMH H3C15 HAS2 HASPIN HELLS HLA-A HLA-B HMGB1 HMGB2 HMGB3 HMGCS1 HMMR HOXD3 HSPB7 IDH1 IDI1 IFI16 IFT80 IGFBP5 IGHM IL1R1 IL1RAPL2 IL1RL1 ITGA4 JMJD6 KHDRBS1 KIF11 KIF20A KIF22 KIF23 KIF2C LDLR LEP LGR5 LHX4 LIG1 LIG3 LIN7B LMNB1 LPAR1 LRIG1 LUM LYZ MAD2L1 MATN2 MCHR1 MCM3 MCM4 MCM5 MCM6 MCM7 MKI67 MMP13 MRPL19 MRPL52 MSH2 MSH3 MSMO1 MTCH2 MTHFD2 MTNR1A MXD3 MYCBPAP MYO1B NASP NCAPG NECTIN4 NEURL1 NIPSNAP1 NKX2-3 NLRP4 NR1H4 NSDHL NSG1 NT5C1B OTC PCDHA12 PCDHB12 PCOLCE2 PDGFRA PER3 PFDN5 PIGA PLA2G1B PLCB1 PLK1 PLK4 PLSCR1 POF1B POLA1 POLH PRC1 PRDX4 PRELP PRKG2 PRPS1 PRSS29P PTGDS PTGS1 PTPN2 PTPRO RAB27A RAB3C RACGAP1 RAD18 RAD51AP1 RBBP4 REST RFC4 RIPK4 RPS6KA4 SCARB1 SCD SEMG1 SERPINA1 SETD1A SFTPC SFXN1 SHCBP1 SLC22A18 SLC25A26 SLC25A5 SLC29A1 SLC35C2 SLC4A10 SLC4A4 SMC2 SNX5 SOCS4 SOD3 SOX7 SPA17 SPAG5 SPP1 SPTBN4 SQLE STARD4 STEAP1 STEAP4 STMN1 SUV39H2 TAC1 TACC3 TCP1 TDRD1 TERF1 TFAP4 TFB1M TGFBI TGFBR1 THBS2 THBS4 THY1 TK1 TMEM45A TNFRSF1B TNFSF11 TNNI3 TOP2A TRIB3 TRIP13 TSPAN8 TTF1 TTK TUBB2A UCP3 UHRF1 UNG UTS2R UTY VAV1 VN1R17P ZNF143 AFFAR_YY1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AFFAR_YY1_TARGETS_UP ABAT ABCA1 ABCA3 ABCC5 ABCD4 ACKR3 ACOX1 ACTC1 ADAM15 AJUBA ALCAM ANKRD1 ANXA8L1 ARR3 ATP6V0E2 B4GALT4 BAK1 BCL2L1 BDNF BEX2 BLCAP BMP4 BMP6 BTG2 CASP7 CBLN1 CDKN1A CDKN1C CDO1 CEACAM7 CELF4 CEND1 CFH CFTR CHODL CLU COL10A1 COL19A1 CPEB1 CRYAB CTNND2 CTSF DCXR DMPK DRD4 DSTYK DUSP1 EBF2 EFEMP1 EGFR EHD1 EHF ELOVL2 EPHA2 EPHA7 FABP3 FAS FJX1 FLT1 FOS FXYD6 FYB1 GADD45G GBP2 GBP6 GFER GPC3 GPR137B GRIA3 H1-2 H2AC18 H2BC10 HACL1 HEMGN HHIP HM13 HSD17B1 HSF2 ICAM1 ID4 IL17D IRAG1 ITGA9 ITGB6 JAK3 KDR KIF17 KIF5B KLK8 KLRB1 KRT19 LAMB2 LDB3 LDHB LGALS9 LPIN1 LRP2 MAL MAP6 MASP1 MDM2 MMP2 MPG MS4A1 MYCN MYH1 MYH2 MYH3 MYH7 MYL1 MYL11 MYO1C MYOM1 NAP1L3 NDUFA7 NEUROD6 NGFR NHERF2 NNAT NPTX2 NRG3 NTF3 PAFAH2 PAWR PBX4 PDLIM3 PERP PEX19 PFKFB2 PLCB4 PLCZ1 PLOD2 PLTP PMAIP1 PMM1 POLK PPP1R15A PROX1 PRSS35 PSRC1 PTP4A3 RAMP2 RBMX RND3 RNF41 RORC RPGRIP1 S1PR5 SELENOM SELENOP SERPINB3 SFN SH2D1A SIM1 SIN3A SLC12A5 SLC1A6 SLC27A3 SLC2A3 SLC2A4 SLC6A14 SNRPN SNURF SOX2 SPAG1 SPOCK3 SRC ST6GALNAC3 STK25 STX3 SULF2 SURF1 SYT11 TAP1 TBX2 TCFL5 TGFB2 TGM2 TINAGL1 TNFRSF10B TNNC1 TNNC2 TNNI1 TP53INP1 TPD52L1 TPH1 TPM1 TSLP TSSK2 TTLL1 TXNIP UBC UCHL1 UNCX USP20 WNT16 WT1 ZNF3 ZNF385A AGARWAL_AKT_PATHWAY_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AGARWAL_AKT_PATHWAY_TARGETS EGF MMP2 MMP9 MT-CO2 PLAU PTGS2 SPP1 TGFA VEGFA VEGFB VEGFC AGUIRRE_PANCREATIC_CANCER_COPY_NUMBER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AGUIRRE_PANCREATIC_CANCER_COPY_NUMBER_DN ACVR1B ADNP2 AHI1 AK2 ALPL AMD1 AMDHD2 APOL2 APOL3 APOL6 ARF3 ASCC2 ASF1A ATF4 ATG5 ATP2B1 ATP5F1A ATP6V0C ATP6V1B2 BCR BLOC1S1 BTG1 C12orf29 C6orf120 CACNB3 CAND1 CARD10 CBX5 CBY1 CCDC28A CCDC59 CCT2 CD164 CD63 CDC40 CDK19 CDKN2AIP CEP290 CHEK2 CLIC4 COPZ1 CRYBA4 CSNK1E CTDP1 DAZAP2 DCTD DCTN6 DDX23 DEPDC5 DMC1 DUSP6 DYRK2 E2F2 EIF3D EIF4B ELOB ERLIN2 EXTL3 FBXW7 FIG4 FKBP11 FOCAD FUCA1 GALE GALNT7 GATB GCAT GGA1 GMEB1 GNS GOSR2 GPATCH3 GRM1 GSR GSTT1 GTF2E2 GTPBP1 HAND2 HAUS6 HBS1L HDAC2 HEBP2 HECA HMGCL HMGN2 HNRNPA1 HOXC11 HOXC4 HPS4 IGLL1 IL20RA INTS9 IRF2 ISOC1 JOSD1 KANSL2 KCTD17 KDELR3 KDM1A KIR2DL1 KITLG KLHL9 LEMD3 LEPROTL1 LMBR1L LRP2BP LSM3 LYPLA2 MAK16 MAP3K5 MBP MCRS1 MECR MFNG MFSD5 MGAT3 MICAL1 MIEF1 MMP11 MN1 MPST MTAP MYG1 MYH9 NAT1 NCR1 NFATC1 NFIB NKAIN1 NRG1 OR7E47P ORMDL2 PATZ1 PDCD1LG2 PDGFB PDPK1 PDSS2 PDXP-DT PFDN5 PHC2 PHF10 PIAS2 PIGV PIK3C3 PISD PLEKHA8P1 PLGRKT PLPBP POLR2F POM121L4P PPIL6 PPP1R12A PPP2CB PPP5C PRKAG1 PRMT2 PRPF31 PSD3 PSIP1 PTTG1IP PUM3 QRSL1 RAB36 RACGAP1 RANBP6 RAP1B RARG RBFA RBFOX2 RBPMS REV3L RNF19B RPS6 RPS6KA1 RRAGA RSRP1 SARAF SCAF11 SEC14L2 SEC63 SF3A1 SFI1 SGSM3 SH3BP1 SLC11A2 SLC35E3 SLC48A1 SLC66A2 SMAGP SMARCA2 SMARCB1 SMPD2 SMUG1 SNAPC3 SNRPD3 SNX3 SOCS6 SPATS2 SRRM1 SRRM2 SRSF4 STMN1 SUMO3 SUN2 TAB1 TAF12 TBK1 TFCP2 TFIP11 THOC5 TIMP3 TMBIM4 TMBIM6 TMEM43 TOM1 TOMM22 TRNAU1AP TSPYL1 TST TTI2 TWF1 TXN2 TXNL4A UBXN8 UFSP2 VDR VLDLR WASF1 XPC XPOT YARS1 YEATS4 YTHDF2 YWHAH ZBTB24 ZNF593 ZPR1 AGUIRRE_PANCREATIC_CANCER_COPY_NUMBER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AGUIRRE_PANCREATIC_CANCER_COPY_NUMBER_UP AARSD1 ACLY ACSF2 ACTR10 ADGRA2 ANKRD40 ANXA13 AOC2 AP2S1 AP4M1 AP4S1 AP5M1 ARFRP1 ARHGAP35 ARHGAP5 ARL17A ARPC1A ARPC1B ASH2L ASL ASNS ATP5F1E ATP5MC1 ATP6V0A1 ATXN7L1 BAG4 BAX BECN1 BET1 BMP4 BRD9 BRF2 C5AR1 CABYR CASD1 CASKIN2 CBLL1 CBX1 CDC27 CDKN2A CELA2B CEP72 CLTA CMAS CNOT3 CNPY3 COA3 COX11 CPSF1 CRCP CREB3 CYC1 CYP3A5 CYRIB DBP DDHD2 DDT DERL1 DGAT1 DKKL1 DLD DLGAP5 DMPK DOCK4 DPF1 DUSP3 EAPP EEF1D EHD2 EIF3K EML2 EPN1 EPN3 EXOC3 EXOC5 EXOSC4 EZH1 FAM117A FBXO17 FBXO34 FCF1 FIS1 FUT1 G6PC3 GARS1 GFUS GID8 GIPR GNB2 GPAA1 GPATCH8 GPER1 GRN GRWD1 GSDMD GSTT1 GYS1 HAS2 HEXIM2-AS1 HGH1 HIF1A HLF HNRNPL ICE1 ID1 INTS1 IRF3 KAT7 KCTD7 KDELR1 KLK13 KPNB1 KRT10 KTN1 LAMA5 LHB LIG1 LMTK2 LPCAT1 LRRC37A LRRC37A4P LRRC59 LSM1 LUC7L3 MAD1L1 MAFK MAP4K1 MAPK1IP1L MBOAT7 MICALL2 MLX MPP2 MPP3 MRPL13 MRPS12 MTAP MTMR6 MYC MYL10 MYL6 NAPA NBR1 NDRG1 NDUFS6 NFKBIB NKIRAS2 NME1 NME2 NMT1 NOSIP NPAS3 NPC1 NPEPPS NPR2 NR1H2 NSD3 NSF NTAQ1 NUBPL NUCB1 NUDC NUP62 OPA3 OPLAH OR7E12P ORAI2 OSBPL1A OSBPL2 PAF1 PAK4 PARP4 PCNX4 PCTP PDCD6 PDK2 PDK4 PHB1 PLEKHA4 PLEKHG3 PLOD3 PMS2P2 PNPO POLR1G PON2 PON3 PPP1R13L PPP1R3D PPP2R5D PRELID3B PRKCH PRKD2 PRMT1 PRPF6 PSMA7 PSMC3IP PSMD8 PSME3 PTK2 PTOV1-AS2 PVT1 RAB5C RABGEF1 RASA4 RASA4B RCN3 RETREG3 RGP1 RIOK3 RMC1 RNF139 RNF38 RNF6 RPL13A RPL18 RPL27 RPS21 RPS9 RSAD1 RUVBL2 SAMD4A SARS2 SCFD1 SCRIB SDHA SDHAF3 SEM1 SHARPIN SIRT2 SLC12A9 SLC1A5 SLC25A13 SLC26A4 SLC35B1 SLC39A4 SLC52A2 SLC66A3 SMARCE1 SMURF1 SNAPC1 SNF8 SNRNP70 SNRPD2 SNX11 SNX6 SPAG8 SPAG9 SPATA20 SPOP SS18L1 STAT5B STRN4 SYPL1 SYT5 TAF2 TAF4 TAF6 TBC1D31 TCFL5 THEM6 TLN1 TMEM248 TMEM8B TMEM94 TMUB2 TNXA TPD52L2 TPM2 TRRAP TSEN34 TTF2 TUG1 U2AF2 UBE2Z UCKL1 UPF3A UTP18 VPS28 WASHC5 WDHD1 WDR3 XYLT2 YTHDF1 ZBTB1 ZC3H3 ZDHHC24 ZFTRAF1 ZGPAT ZKSCAN5 ZNF134 ZNF146 ZNF211 ZNF264 ZNF304 ZNF331 ZNF419 ZNF444 ZNF460 ZNF573 ZNF580 ZNF623 ZNF652 ZNF787 ZNHIT1 AIGNER_ZEB1_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIGNER_ZEB1_TARGETS CD24 CDH1 CDH11 CDH3 CDH4 CLDN7 CRB3 CXADR DMKN DSC2 DSP EPCAM EPPK1 F11R GJB2 GJB3 MAL2 MARVELD2 MPZL2 MUC1 OCLN PATJ PCDH7 PKP3 PMEPA1 PPL SCEL SFN SH3YL1 SHROOM3 SYTL1 TACSTD2 TMEM30B TSPAN1 TSPAN15 AIYAR_COBRA1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIYAR_COBRA1_TARGETS_DN AAGAB APIP BAG1 CLDN4 CPD DCPS DCTN2 EPHB3 FGFR3 GOT2 HELLS HNRNPAB HPRT1 HSPB1 KITLG MCM2 METTL7A MYO5C NELFB PCP4 PRDX3 PRX PSMD12 SLC20A1 SOX4 SPINK5 SRSF2 ZNF395 ZNF532 AIYAR_COBRA1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIYAR_COBRA1_TARGETS_UP ACOX2 APOD AREG ASNS ASS1 C1orf159 CLDN1 CTSB DEGS1 DNAL4 ENAH EPRS1 FBXL6 FHL2 FRS2 GADD45A GAGE1 IFITM1 MAPK8IP2 MBTPS1 METTL25B MGP NEK2 NENF PARP4 PBRM1 PIP PRCP PRLR S100A8 SATB1 SERPINA3 SLC52A2 TFF3 TIMP1 TMEM50A TOMM20 TPBG TRIB3 UBL3 AKL_HTLV1_INFECTION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AKL_HTLV1_INFECTION_DN ADGRE1 ADGRL2 AKAP9 ANXA1 ATP5MG ATP8A2 CCNC CD3G CD86 CD96 CDH1 CDK19 CEP192 COL4A6 CPVL CTSA DENND1B DNAJB6 DNAJC15 DUSP4 DUSP6 ENPP2 FAM3C FRY FYN GNLY GPR171 GPR65 GZMA GZMB HOPX HTR3A IGFBP7 IGKC IL17RB ITGB1 JUN KHDRBS3 LANCL1 MAOA MDFIC MEF2C MEIS2 PDE4DIP PECAM1 PKIA PMCH PNISR PRUNE2 PTGS2 PTPN2 PTPN3 REV3L RIOX2 RPIA RWDD1 SDF4 SERINC1 SERP1 STAP1 TCTN3 TMEM45A TRAV8-3 TSPYL1 TTN UBE2J1 UFL1 VAPA YPEL5 AKL_HTLV1_INFECTION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AKL_HTLV1_INFECTION_UP ACLY ADD2 ALDOC AP2B1 APP CBX1 CTNNA1 DNAJC7 ECI2 FABP5 GNAI1 GSDME HSD17B8 IDH2 LGALS1 LGALS3 MAP4K4 NET1 NME1 NREP PKM RAB4A S100A10 SAT1 SOX4 SQOR VAMP8 ALCALAY_AML_BY_NPM1_LOCALIZATION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ALCALAY_AML_BY_NPM1_LOCALIZATION_DN ABCB1 ABCG2 ACAA2 ACAT1 ADISSP AGTPBP1 ALDH4A1 ANK1 ARL2 ASB9 ATF6B ATP8A1 B4GALT6 BAALC BANK1 BIRC5 BLVRB CCNA2 CCNB1 CCNB2 CCNF CD200 CD34 CD38 CD48 CD69 CD96 CDC20 CDC25C CDC6 CDKN2C CDKN3 CENPM CENPX CHAF1A CHEK1 CIITA CKS1B CORO2A CRHBP CSGALNACT1 CYFIP2 DAAM1 DDX60 DHFR DHRS3 DLGAP5 DTYMK DUT EGFL7 ENDOD1 EPS8 EVL EXO1 FAAH FKBP1B FOXM1 GALC GAMT GET3 GNB5 GNG7 GPA33 GPX7 GSN GYPA GYPC HAAO HADH HDAC9 HGF HLA-DMA HLA-DPA1 HLA-DRA HLA-DRB1 HLA-DRB6 HMGN3 HMMR HNRNPA3 HNRNPD HOMER2 HPCAL1 IDH2 IFITM1 IFITM2 IGFBP7 IL1R2 IL2RG INPP4B INSL3 ITGA9 ITM2A ITM2C KCNIP2 KIAA0930 KIF23 KIF2C KIF4A KIFC1 KYNU LY86 MAD2L1 MAN1A1 MAP2K3 MCM10 MCM2 MCM4 MDFIC MECR MICAL1 MKI67 MLLT3 MN1 MREG MTHFD1 NCAPH NINJ2 NNT NPR3 NUP210 NXT2 OGG1 OTULINL PAK6 PALM2AKAP2 PBX2 PIP5K1B PITPNC1 PLAGL1 PLXNC1 PLXND1 PMAIP1 POLD1 POLE POLE2 POU4F1 PRG3 PROM1 PRR5L PTTG1 PXMP2 RAD23B RANBP1 RBM3 REPS2 RGS10 RHD RHOBTB3 RPA1 RPS6KA2 RRM2 RSAD2 S100B SEPTIN9 SERPINB6 SERPINF1 SERPINI1 SHCBP1 SIDT1 SLC1A4 SORL1 SPARC SRD5A1 STAP1 STK32B STOM SYNGR1 TESC TFDP1 TK1 TMEM106C TNFRSF14 TPX2 TRAK2 TRH TRIB2 TSPAN13 TUBG1 TYMS UBE2C UBE2G2 USP13 VEGFA WASF1 WDR62 XPA ALCALAY_AML_BY_NPM1_LOCALIZATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ALCALAY_AML_BY_NPM1_LOCALIZATION_UP ABCC6 ACVR1 ACVR1B ADAM17 ADAMDEC1 ADGRE1 ADO AGXT AQP3 ARHGAP22 ARHGAP25 ASPH ATP6V1B2 BCL10 BEX3 BIK C3AR1 CAVIN2 CDC42BPB CFH CHD7 CLU COCH COL4A5 CORO1B CPA3 CTNNA1 CTNND1 DEFB1 DLG5 DPYSL3 DRAM1 DSC2 ECHDC2 EPB41L3 F13A1 FAM110B FBXO28 FOXC1 FTO FZD7 GATA2 GRB10 GSTM3 H2AC18 H2BC12L H2BC21 H2BC4 H2BC6 HMGCS1 HNMT HOXA1 HOXA10 HOXA11 HOXA2 HOXA4 HOXA5 HOXA6 HOXA7 HOXA9 HOXB2 HOXB3 HOXB5 HOXB6 HOXB7 HOXB9 ICA1 IGFBP2 IGHA1 IP6K1 IRX5 ITGA5 JAG1 KCNK5 KRT18 LAMB2 LAPTM4B LMNA LRIG1 LTB LTBP1 LUM MACO1 MEIS1 MMP2 MSMO1 MTARC2 MTMR9 NAALADL1 NAB2 NFE2L3 NKX3-1 PBX3 PCDH9 PDGFD PIEZO2 PLPPR3 PLS1 PPP1R26 PSEN1 PTX3 QPRT RAB13 RAB38 RASGRP3 RPS6KC1 RRBP1 RTL8A RTL8C SC5D SCHIP1 SCYL3 SELENOP SEMA4C SGPL1 SLC24A3 SLC29A3 SMC4 SMPDL3A SNCAIP SNX10 SNX11 SPATA6 STRN3 TANK TBL2 TCEAL9 TGIF2 TLR4 TMBIM1 TOM1L1 TRIM32 UGGT2 UNC13B VANGL1 WDFY3 WDR91 WT1 ZCCHC2 ZNF580 ALCALA_APOPTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ALCALA_APOPTOSIS AAAS ANXA7 AP5Z1 APH1B ARL6IP5 ATP1A1 ATP5F1B ATP5MG AURKA BAX BCAT2 BNIP3L CASP1 CASP4 CCT5 CD48 CD7 CD74 CEBPZ CHMP7 COX4I1 CYFIP2 CYSLTR1 CYTH2 DDHD2 DENND1A EEF1A1 EIF3F ELOVL1 FAM104A FAS FES FUS GAPDH GNAS GPI GZMB HADHA HCCS HLA-A HMGN1 HSPA8 IL32 MARK2 MATK METAP1 MFAP1 MFF MSH2 MTCH1 MTCH2 MTO1 MX1 NINL NUP205 OXA1L PFKP PSTPIP1 QPRT RAC2 RALB RHOA RHOH RIPK3 RIT1 RPL10A RPLP0 RTN3 SAMSN1 SCAMP3 SCCPDH SDHC SLC25A3 SLC25A6 STX4 SYMPK TALDO1 TBC1D10C TIMM17A TMEM106C TMEM35B TOMM20 TRAF3IP3 UBE2R2 UBXN4 VDAC1 XPO1 ALFANO_MYC_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ALFANO_MYC_TARGETS AATF ABCA3 ABCC5 ABCF2-H2BK1 ACKR3 ACTR1A ADCY3 ADD3 ADM AFAP1 AGRN AK4 AKAP1 AKAP12 ANXA1 ANXA7 ARL6IP1 ARPC5 ASB13 ATF7 ATP1B1 ATP8A1 ATP8B1 B4GAT1 BLM BLMH BMP4 CACNB2 CAMKK2 CCL2 CCN1 CCNA1 CCNI CD1D CD59 CDC42EP3 CDK2AP2 CDKN1C CDX1 CELSR3 CLCN2 CLCN7 CLK1 COPB1 CPN1 CPNE3 CRIP2 CSE1L CSRP1 CTH CTNND1 CTSK CYTIP DAB2 DDB2 DDX17 DDX21 DESI1 DHCR7 DKK3 DLST DNAJB6 DNAJC11 DSG1 DUSP2 E2F5 EBNA1BP2 ECPAS EEF1A1 EHD1 EIF2B1 EMP1 ENPEP EPHA1 FAM216A FARSA FGA FILIP1L FKBP4 FLOT1 FRZB FYN GAD2 GAS6 GLDC GLOD4 GNAI2 GNPDA1 GOSR1 GPD1L GPR143 GREM1 GSN HERPUD1 HMGB3 HOXC9 HS3ST1 HSPA1L ID3 IGFBP1 IMP4 IMPDH1 IRF1 ITGA6 ITGA7 ITGB5 KARS1 KCNH2 KCNN4 KCTD12 KIAA0930 KIF3C LAPTM4A LARGE1 LARP1 LASP1 LDLRAD4 LRRC17 LTBP1 LY6E MAG MAP1B MARCKS MCL1 MDN1 METAP1 MGLL MMADHC MME MMP17 MSTN MTIF2 MVP MXI1 MYBL2 MYC MYCBP MYL12A MYL6 MYLK NBL1 NOP56 NPAS1 NPC2 OXCT1 PAFAH1B3 PAICS PCCA PCDH8 PCYT1B PDCD11 PDIA5 PDLIM4 PES1 PEX5 PGAM2 PHLDA1 PICALM PLAU PLAUR PLEC PLK4 PNP PON1 PPAT PPIF PPP1R15A PPP6C PSMG1 PTPN12 PTPRN2 PXN PYCR1 PYGB QDPR QSOX1 RAB5B RAP1GAP RAPGEF2 RASSF4 RBBP7 RBM5 RBP1 RCC1 RER1 RND2 RRP12 RSL1D1 RSL24D1 RUNX3 RUVBL1 S100A10 SDC1 SDC4 SDCBP SLC12A1 SLC16A1 SLC20A1 SLC39A6 SLPI SMPD1 SMPD4 SMTN SNRPD1 SNU13 SOX9 SPARC STC1 STMN1 STOM SURF2 SVIL SYNGR2 TACC2 TARBP1 TATDN2 TCF19 TCF7L2 TCOF1 TFAP4 TGFB1I1 TGFB2 TGM2 TIMP2 TLE5 TOMM40 TP53BP2 TRAP1 TRIP6 TTLL12 TUFM UBE2K UCK2 VCL VCP WBP1L XK ZEB1 ZNF177 ALONSO_METASTASIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ALONSO_METASTASIS_DN ACKR2 AKAP13 BCL2L10 CDH10 CYP19A1 CYP7B1 EDN2 EPS15 FOXO1 GIMAP6 IDS IFI44L LFNG LINC00906 LRRC2 NTF4 OLIG2 PAPPA PAXX PCDH9 REST RGPD1 SECISBP2 TCOF1 TOB2 WNT2 ALONSO_METASTASIS_EMT_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ALONSO_METASTASIS_EMT_DN CDH10 EDN2 PAPPA PCDH9 WNT2 ALONSO_METASTASIS_EMT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ALONSO_METASTASIS_EMT_UP ANLN APLP2 CD63 CDH2 CLIC4 CTSB CX3CR1 DSG2 EDNRB EMP1 ENC1 FGG FZD1 HMMR ITGAV L1CAM LUM MFAP1 MMP2 PFN1 PRKCA RAB1A RAN RRAGA SDCBP SELENOP SERPINA3 SMARCA1 SPA17 SPARC TUBA1A TUBA3C TUBA4A TUBB3 VCAN ALONSO_METASTASIS_NEURAL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ALONSO_METASTASIS_NEURAL_UP AKT1S1 APLP2 CD63 CHN1 EMP1 ENC1 KIT L1CAM MAGEA6 MAL MITF PDGFRA PMP22 PTPRZ1 S100A10 SDCBP SELENOP SETX ALONSO_METASTASIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ALONSO_METASTASIS_UP ACADM ACSL3 ADK ADSL AK4 AKR7A2 AKT1S1 ALDH1A2 ANLN ANO6 APEX1 APLP2 ARID5B ASH2L ATL3 ATP5MGL ATP6V0B ATP6V0D1 ATRAID BCCIP BRK1 BTF3 BZW1 CA9 CASP5 CAV1 CBFB CCT5 CD63 CDC5L CDH2 CDKN1A CDYL CGA CHCHD1 CHCHD2 CKS1B CLIC4 COX6B1 COX8A CTSB CX3CR1 CXCL12 CYC1 DAD1 DCAF13 DCK DHRS11 DSG2 DUSP12 EDNRB EIF1B EIF3H EIF5 ELOC EMP1 ENC1 ENO1 EPB41L3 EXOC2 FAIM FAM114A1 FGG FHL1 FZD1 GABARAP GGH GHITM GLO1 GNG12 GOLT1B GON7 GRB2 GSTA4 GTF2H2 H3C4 H4C2 H4C3 HIBADH HMMR HSPA8 IDE IFITM2 IFRD1 IGFBP1 IL1RL1 ITGAV KIF11 KIFBP KLF10 L1CAM LAMTOR5 LAPTM4A LHFPL2 LIPA LRPAP1 LUM MAGEA6 MAL MAP4K3 MAPRE1 MDH1 MDM2 METTL13 MFAP1 MMADHC MMGT1 MMP2 MRPL15 MRPL37 MRPS22 MYB NCOA4 NDUFAB1 NDUFB11 NDUFB3 NHP2 NME2 NPC2 PAICS PCID2 PDE5A PFKM PFN1 PLAAT3 PMM1 PMP22 POLR3K PPP1R3C PPP1R8 PPP2CB PPP2R5C PRDX5 PRKAR1A PRKCA PTPRZ1 RAB1A RABAC1 RAN RBM4 RCBTB2 RNASE4 RPL10A RPL35A RPS10 RRAGA S100A10 SCD SDCBP SDHD SELENOP SERINC1 SERPINA3 SET SHB SKP1 SLC25A17 SLC25A33 SLC30A6 SLC38A9 SMARCA1 SMDT1 SMIM12 SPA17 SPARC SPCS1 SRI STK24 TCEAL9 TGFBR2 TIMM10 TMBIM4 TMCO1 TMEM199 TMEM248 TMEM258 TMEM50B TMEM9B TP53I3 TUBA1A TUBA3C TUBA4A TUBB3 TXNRD1 UBE2D2 UBL5 VBP1 VCAN VDAC1 VKORC1 WEE1 XRCC5 YWHAQ ZNHIT3 ALTEMEIER_RESPONSE_TO_LPS_WITH_MECHANICAL_VENTILATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ALTEMEIER_RESPONSE_TO_LPS_WITH_MECHANICAL_VENTILATION ADAMTS4 ADM AKAP12 ARG2 ATF3 BCL2A1 BCL3 BST1 C5AR1 CASP4 CCL15 CCL17 CCL20 CCL3 CCL4 CCR1 CCR2 CCRL2 CD14 CEBPD CH25H CLEC4D CLEC4E CLEC6A CMPK2 CSF2 CSF2RB CSF3R CTPS1 CXCL10 CXCL3 CXCL6 CYBB EBI3 F13A1 F3 FCER1G FCGR1A FCGR2A FGL2 FPR2 GADD45G GBP2 GBP4 GCH1 GDA GEM GK GPR65 GPR84 HCAR2 HPX IFI16 IFIH1 IFIT1B IFIT2 IL15 IL1A IL1B IL1R2 IL1RN IL36G IL4I1 IL6 IRF7 IRGM ISG15 ITGAM JUNB LCP2 LILRB3 LITAF LST1 MAFF MAP3K8 MARCKSL1 MEFV MS4A6A MT1A MT2A MXD1 NFIL3 NFKBIA NFKBIZ OAS2 OAS3 OASL2P OSMR PFKFB3 PLA2G7 PLAUR PLEK RAB20 RCAN1 RDH5 RELB SAA3P SAP30 SELL SELP SERPINE1 SLA SLC15A3 SLC26A4 SLFN12L SOCS3 SOD2 ST3GAL1 STAT1 STAT2 TFEC TFPI2 TGM1 THBS1 TIFA TIMP1 TLR2 TNFAIP2 TNFAIP3 TNFSF9 TREX1 TRIM5 UPP1 USP18 VCAN AMBROSINI_FLAVOPIRIDOL_TREATMENT_TP53 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AMBROSINI_FLAVOPIRIDOL_TREATMENT_TP53 ABCA5 ABHD8 ACACB ACOX2 ACSL1 ADD3 ALOX5 ARMC9 ATP2A3 B3GAT3 B4GALT4 BIN1 CACNA1G CAMK2G CAP2 CC2D1A CCDC85C CCDC92 CCN2 CCND3 CDK2 CDK2AP2 CDKN2D CELSR2 COL15A1 CPSF4 CPT1A CXCL2 CXCL3 CYP4F3 DGKA DHTKD1 DIAPH1 DMC1 DNAJB2 DNAJC1 DVL3 EI24 FARS2 FCMR GABBR2 GLE1 GNA11 GPER1 GTF2A1 HELZ HMCES HMGB1 HSPB1 IL11 IL17B IL1RN IL21R ITPR2 KCTD9 KHK KIAA0513 KIF5C LLGL2 LRP6 MED12 MGRN1 MICAL1 MSI1 MXD1 NEBL NECAB3 NEMP1 NEO1 NFATC2IP NR3C1 NSD2 OLFML2A PALM PARD3 PASK PDGFRL PDLIM7 PEG10 PIDD1 PLCXD1 POLR2L PRKAB1 RAD51 RALGDS RETREG1 RNASE4 RNFT2 RRAGD SCAMP5 SEMA3B SEPTIN10 SERPINA1 SLIT2 SNTB2 STARD3 SULT1A2 TAX1BP3 TCAF1 TFCP2L1 TRPC1 TSHR VAMP2 WNT6 ZNF337 ZNF532 ZNF701 AMIT_DELAYED_EARLY_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AMIT_DELAYED_EARLY_GENES ATF3 BHLHE40 BTG2 CREM FOSL1 FOSL2 HES1 ID1 JUNB KLF10 KLF6 MAFF NAB2 PIAS1 RBMS1 ZFP36 ZFP36L1 ZFP36L2 AMIT_EGF_RESPONSE_120_HELA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AMIT_EGF_RESPONSE_120_HELA AMOTL2 AREG ARPC4 ARRB1 BCL10 BDNF BIRC2 CDC27 CDC42EP2 CDKN1A CEP104 CHST3 CLCF1 CXCL1 CXCL2 CXCL8 CYP1B1 CYTH1 DAG1 DAXX DUSP4 DUSP6 EPHA2 EPHB4 F3 FOSL1 FOXC2 GADD45A GDF15 GEM HBEGF HNRNPH1 IER5 IL27RA IRS2 JAG1 JUND JUP KDM6B LAT2 MAFF MAP2K3 MAP3K14 MATK MCF2L MCL1 MTARC2 MVD NAB2 NAP1L1 NDEL1 OGFR PLAUR PUS3 RUNX3 SAT1 SNAI1 SOWAHC TAGLN TBL3 TCIM TGFA TNFRSF10B UBXN4 VPS37B ZFP36L2 ZNF747 ZPR1 AMIT_EGF_RESPONSE_120_MCF10A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AMIT_EGF_RESPONSE_120_MCF10A ALDH1A3 AP1S1 APOO BAX BCL10 CCL20 CDV3 DUSP6 DYNC1LI1 EIF1 ENC1 EPHA2 EPOR EREG FOSL1 GDF15 GPR161 HBEGF IL1A IL1B ING2 LIF LSM4 MAFF MRGBP NAP1L1 NSUN3 PCBD1 PDLIM5 PHLDA3 PLAUR PTPA RPS6KA4 SDHAF1 SERPINB2 SH2D3A SPRY4 TESK1 TRIM21 TXNRD1 YRDC AMIT_EGF_RESPONSE_20_HELA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AMIT_EGF_RESPONSE_20_HELA BTG2 FOS GADD45B JUN NPIPA1 PILRB PPP1R15A PRKAR1B ROCK2 SNAP25 TXNIP ZC3H12A AMIT_EGF_RESPONSE_20_MCF10A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AMIT_EGF_RESPONSE_20_MCF10A AQP3 MDFI MMP14 PHTF1 PSMD13 RAD23B SCARB2 SCD SEMA3F SLC39A7 SRPRA THBS1 AMIT_EGF_RESPONSE_240_HELA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AMIT_EGF_RESPONSE_240_HELA AKAP12 ARF6 ARHGDIA ARPC4 BCL3 CAPRIN2 CD55 CDK17 CREM DKK1 DLGAP4 DNMBP EHBP1L1 EHD1 ELL2 EPN2 EZR FARSA FGF2 FHL3 GFPT2 GJB3 GRAMD2B IL11 IL7R ING2 LETM1 LRP8 MAT2A NDRG1 NUP160 PCDH7 PDLIM5 PLK2 PLPP3 RBMS1 RGS2 RPS6KB2 RYK SDC4 SH2B3 SHB SLC7A11 SOX13 SPRED2 SRPRA SYDE1 TBX3 THBS1 THOC1 TM4SF1 TNFRSF1A TOP1 TPM4 TUBGCP2 TXNRD1 VAV2 YKT6 ZEB1 AMIT_EGF_RESPONSE_240_MCF10A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AMIT_EGF_RESPONSE_240_MCF10A AKAP12 B3GNT2 BMP2 DUSP4 EHD4 GABPB1 GPN2 HERPUD1 INSIG1 ITSN1 MICAL2 PCDH7 PLAU PTAFR PTHLH SLC7A11 SOCS2 STK17A TGFA TNFRSF12A TUBB2A AMIT_EGF_RESPONSE_40_HELA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AMIT_EGF_RESPONSE_40_HELA ATF3 ATL2 BCL3 BTG2 CAMKMT CBX4 CCNA1 CCNL1 CDKN2AIP CEBPB DUSP1 DUSP2 DUSP5 EGR1 EGR3 HES1 ID1 IER2 IER3 IL6 JUN JUNB KCNJ12 KLF2 KLF6 LDLR MBNL1 MBNL2 NFIB NR4A1 PALMD PIAS1 PIP5K1A PPP1R15A PTGS2 RNF141 SEC23A SGK1 SLC2A3 UBE4B UBR5 ZFP36 AMIT_EGF_RESPONSE_40_MCF10A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AMIT_EGF_RESPONSE_40_MCF10A ADM BUB1 CCN1 DUSP5 EGR1 EGR3 FOS GNS HSDL2 JUN KLF6 MIS18BP1 NDUFB6 TIMM44 TUFT1 UNC93B1 ZFP36 AMIT_EGF_RESPONSE_480_HELA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AMIT_EGF_RESPONSE_480_HELA ABHD2 ACTC1 ACTN1 AGRN AMIGO2 ARHGDIA ARHGEF18 ARHGEF2 ATOSB B4GALT1 BCAR3 BCL2L1 BIN1 BRD2 BRD3OS CAMSAP1 CAMTA2 CCND1 CCND3 CD44 CDK9 CDV3 CDYL CHST11 COL4A1 COL4A2 CTNNB1 CYB561 DAPK3 DCLK1 DGAT1 DHPS DIAPH1 DLGAP4 DPAGT1 DUSP4 DUSP7 EFHD2 EGFR EGLN1 EHD1 ENC1 ERCC1 EXT1 FAM50B FGFR1 FOXD1 FST FXR2 GABPB1 GAK GLRX3 GMDS GPAA1 GPRC5A GRAMD1B HBEGF HEBP2 HMGA1 HMGXB3 HOMER3 HPCAL1 IGFBP4 IL11 INPP1 ISG20 ITGA2 ITGA5 ITGA6 ITGB5 ITPR3 KRT17 KYAT1 LAMP1 LPCAT4 LTBR LY6E MAD1L1 MALL MAP2K3 MBD1 MBP MICAL2 MT1F MT1H MT1X MT2A MTA1 MTAP MYO9B NCLN NEDD9 NET1 NFKB2 NUDT4 OSMR P3H2 PARVA PCGF2 PDLIM5 PDLIM7 PGAP6 PHC2 PHLDA2 PICALM PLAU PLAUR PLEC PLPP3 PMEPA1 PNO1 POM121 PPDPF PPIAP21 PPIF PTGS1 PTPRF PVR RANGAP1 RELA RHOC RHOD RNF126 RRBP1 RRP1 RRP12 SEPTIN9 SERPINE1 SERPINE2 SERPINH1 SFN SH2D2A SH3BGRL3 SLC19A1 SLC1A5 SLC25A37 SLC35F6 SMTN SNRPF SORBS3 SPHK1 STC1 SYDE1 TACSTD2 TBC1D2 TGM2 TM4SF1 TMEM158 TNFRSF12A TNFRSF21 TNS4 TOR4A TPBG TRAF4 TRIO TSPAN14 TUBB2A TUBB4B USF2 VASP XAB2 YJU2 ZFP36L2 ZYX AMIT_EGF_RESPONSE_480_MCF10A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AMIT_EGF_RESPONSE_480_MCF10A APIP ARL4C BDKRB1 CABIN1 CHST11 CYP27B1 EGLN1 FOXD1 FST GFPT1 GIT2 GPR153 GRB10 HPCAL1 ITGA2 LYPD3 MAPK1 MREG MRM2 NAV3 ODC1 PHLDA2 PLEK2 PMAIP1 POPDC3 PTHLH RAB22A RFC1 RHOF SCG5 SH2D2A SLC35G2 SMTN SOX9 SRRD SSNA1 STC1 SZRD1 TIMM10 TRIB3 UNC119B VEGFA VEGFC AMIT_EGF_RESPONSE_60_HELA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AMIT_EGF_RESPONSE_60_HELA ATG4A BHLHE40 CCN1 CCN2 CCND1 CITED2 CTC-338M12.4 DCUN1D4 DNAJC24 EXOC5 FOSB FOSL2 FOXC1 FXR1 GPRC5A HES1 HSPH1 KCNJ12 KLF10 KLF6 LDLR LIF MBNL2 MED20 MOAP1 NAA15 NCKAP1 NKTR NR4A2 NR4A3 PER1 PKM PLSCR1 PMAIP1 PTPN11 RHOB RUNX3 SERPINE1 SLC20A1 SLC2A3 SNAI2 SOD2 TIPARP TNFAIP2 UGCG VEGFA ZFP36L1 AMIT_EGF_RESPONSE_60_MCF10A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AMIT_EGF_RESPONSE_60_MCF10A BHLHE40 C11orf68 CALD1 CCN1 CCN2 CXCL2 CXCL8 DAPP1 DLC1 EGR1 GADD45A GLIPR1 HES1 ID1 IER2 IER3 IL6 INHBA ITGB6 JUN JUNB KLF7 MAGED2 MAP3K14 MGMT PDLIM5 PLK2 PTGER4 PTGS2 RANBP3 RND3 SLC35D2 SOWAHC TNFAIP3 TOMM22 TP63 TPM1 TRIB1 ZC3H12A AMIT_SERUM_RESPONSE_120_MCF10A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AMIT_SERUM_RESPONSE_120_MCF10A ATP8B1 BCAR3 BMP2 C3orf52 CD55 CDKN1C CDR2L CIZ1 CLCF1 CSTF2 CXCL10 DAPP1 DLX2 DUSP10 EDN1 ESRP2 ETS2 EZR FEM1B FERMT2 GADD45A GADD45B GBP1 GCNT1 ID1 ID2 ID3 IFIT5 IL36G IRS2 ISOC1 JUNB KLF10 KLF4 KLF5 KRT10 LIF MAFF MAP3K14 MCL1 MNT MREG NEDD9 PDLIM5 PDZD2 PIM1 PLAGL2 PLAUR PPP2R5D RAP2B RND3 RYBP SCHIP1 SERTAD3 SETD3 SIK1 SKIL SOWAHC SOX9 SPHK1 STX12 SUN1 TESK1 TRIM21 YRDC AMIT_SERUM_RESPONSE_20_MCF10A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AMIT_SERUM_RESPONSE_20_MCF10A ATP8B2 DGKH DUSP6 EPOR GLE1 IL22RA1 ITGB1BP1 JUN PACSIN1 SERPINB13 SLC39A9 SLC5A3 SNCA SORBS3 SRPRA UBBP1 WDR74 AMIT_SERUM_RESPONSE_240_MCF10A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AMIT_SERUM_RESPONSE_240_MCF10A ABLIM3 ADRB2 AKAP12 ALDH1A3 ANGPTL4 ARHGEF3 B3GNT2 B4GALT4 BCL2L1 BLZF1 CD24P4 CDC42EP1 CDH1 CDKN1C CLDN1 CLTB DKK1 DSG3 EHD4 EMP1 EZR FBXL18 FST GABPB1 GBP1 GLIPR1 GRAMD2B HERPUD1 ITGA2 ITGA5 ITGB6 KRT6A KRT6B LRRC8B MAP3K11 MRPL33 NECTIN2 OCLNP1 PCDH7 PDLIM5 PGBD5 PHLDA2 PHLDA3 PKP2 PRKAG2 PRSS8 SERPINB2 SERPINE1 TGFA TGFB1I1 TGM1 THBS1 TIMM44 TJP1 TLR2 TM4SF1 TNFRSF21 AMIT_SERUM_RESPONSE_40_MCF10A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AMIT_SERUM_RESPONSE_40_MCF10A ADM ATF3 CITED2 CLIC4 CXCL2 CXCL3 DCN DTX2P1-UPK3BP1-PMS2P11 DUSP1 EGR1 FOS FOSB FPR1 GLRX3P2 GLUL GM2A IL1A JUN KLF6 LGMN MCL1 NAMPT NR4A1 NR4A2 PVR RGS2 SLC16A4 TCTN2 TOMM22 TP63 WEE1 ZFP36 AMIT_SERUM_RESPONSE_480_MCF10A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AMIT_SERUM_RESPONSE_480_MCF10A ACTBP9 ACTN4 ADGRG2 APIP B4GALT4 CD24 CDV3 COPS8 COX10 CYB5R1 FOSL1 GMEB2 HSPBP1 KRT10 KRT6A MALL MCM10 MFAP5 MOB3B MRGBP MRM2 MT1F NSMF OR7E12P PARG POLR1G PTX3 PVR S100P SIGMAR1 SLC25A32 SLC26A2 SPRR1A SPRR1B SPRR2A SSNA1 TIMM23 TPM1 ZBTB24 AMIT_SERUM_RESPONSE_60_MCF10A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AMIT_SERUM_RESPONSE_60_MCF10A BHLHE40 BMP1 C1orf116 CALD1 CCL20 CCN1 CCN2 COBLL1 CXCL8 CYBRD1 DUSP5 EGR1 EGR3 ELL2 EREG ETS2 FN1 FRMD4B GAS1 HBEGF IER2 INHBA IRS2 ITSN1 KLF7 MAFB MAGED2 MAP3K8 MBNL2 NR4A2 NUAK2 PCBD1 PDLIM5 PIP5K1A PLK2 PMAIP1 PNRC1 POT1 PTGER4 PTGS2 PXMP4 RCAN1 RHOB SCD SERPINB13 SGK1 SLC35D1 SOX4 STK38L TCEAL1 TGIF1 TM4SF1 TNC TNFAIP3 TRIB1 TUFT1 VGLL3 ZC3H12A AMUNDSON_DNA_DAMAGE_RESPONSE_TP53 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AMUNDSON_DNA_DAMAGE_RESPONSE_TP53 ADGRB3 BTG1 BTG2 CCNG1 CDKN1A CTSD DDB2 LIF MDM2 PHLDA3 PLXNB2 PPM1D ST14 TNFSF9 TRIM22 XPC AMUNDSON_RESPONSE_TO_ARSENITE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AMUNDSON_RESPONSE_TO_ARSENITE ACAP2 ADAM17 ADNP AGXT AHSA1 AKAP1 ANLN AP4B1 APBA2 ARIH1 ASB3 ASNS ATF3 ATP10D ATP2C1 ATP6V0A1 ATP6V0D1 ATP6V0E1 ATP6V1C1 ATP6V1G1 B3GNT6 BAG2 BCAS2 BCAT1 BCL2L2 BCL3 BMAL1 BMP2K CARS1 CCPG1 CCT8 CDC14A CDC42EP3 CDK6 CEBPB CEBPG CHD2 CHERP CIT CLEC2B CLK1 CLK2 CNPY2 CNTRL CPEB4 CTDSP1 CTH CTSA DAG1 DAZAP2 DDIT3 DLC1 DNAJA1 DNAJB4 DNAJB5 DNAJB6 DNTTIP2 DYRK1A E2F6 EIF2S2 EIF4EBP1 ESRRA ETS2 EXT1 FHL2 FJX1 FOXO3 FUT4 FXR1 GARS1 GK2 GLA GOLGB1 GRN GTF2H1 GTF3C3 GUCY1A1 H2BC5 HEXA HIBCH HMBS HNRNPAB HPS5 HSPA13 HSPA1L HSPA4 HSPA4L HSPA9 HSPE1 HYAL2 IARS1 ID3 IGF2R IGFBP6 IL10RA IL6ST INTS6 IRAG2 ISYNA1 ITGAX JUNB KCNF1 KDM2A KDM6A KIFC3 KLF12 LAMTOR3 LEPR LYN LYZ MAFF MAFG MAN1A2 MAPK7 MARS1 ME1 MED14 MED16 MLLT11 MMD MR1 MSC MT1B MT1E MT1F MT1G MT1H MT1L MT1X MT3 N4BP2L2 NAALAD2 NEAT1 NEU1 NFE2L1 NFE2L2 NKTR NPM1 OGT PAXIP1 PCK1 PDS5B PEX11B PFDN5 PIK3R4 PLAAT3 PLIN2 PLOD1 PLTP POLR1C PRKCA PRNP PSPHP1 PTPRB RAD51AP1 RALGDS RBM5 RCC1 RELB REV3L RIT1 RNF115 RPL27 RPS6KC1 RPUSD2 RRAGA RUNX3 SCRN3 SERPINH1 SH2B1 SH2D3C SIAH2 SLC1A4 SLC22A1 SLC43A1 SLC7A5 SOD1 SPARCL1 SPRR3 SRPK2 ST13 ST3GAL5 STAT6 STC2 STK10 STK17A TANK TAOK3 TAP1 TBL1X TFE3 TIMM17A TLE4 TMF1 TMSB15B TNFRSF10B TNKS TOP3A TPP1 TRIP13 TSC1 TSC22D3 TUBGCP3 TULP4 UBE2B UBE2H UBXN8 UPP1 VEGFA WARS1 ZFAND5 ZFX ZMYND8 ZNF184 ZNF24 ZNF254 ZNF43 ZNF85 ZSCAN26 ANASTASSIOU_MULTICANCER_INVASIVENESS_SIGNATURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ANASTASSIOU_MULTICANCER_INVASIVENESS_SIGNATURE ACTA2 ADAM12 AEBP1 ASPN BGN C1QTNF3 CDH11 COL10A1 COL11A1 COL1A1 COL1A2 COL3A1 COL5A1 COL5A2 COL6A2 COL6A3 COMP COPZ2 CRISPLD2 CTSK DCN EDNRA EPYC FAP FBN1 FN1 GLT8D2 GREM1 INHBA ITGBL1 LGALS1 LOX LOXL2 LRRC15 LUM MFAP5 MMP11 MMP2 MXRA5 NID2 NOX4 NTM NUAK1 OLFML2B PCOLCE PDGFRB PLAU POSTN PRRX1 RAB31 RCN3 SERPINF1 SFRP4 SNAI2 SPARC SPOCK1 SUGCT SULF1 THBS2 THY1 TIMP3 TMEM158 TNFAIP6 VCAN ANDERSEN_CHOLANGIOCARCINOMA_CLASS1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ANDERSEN_CHOLANGIOCARCINOMA_CLASS1 ABHD3 ANKRD1 ATP1A1 C1QL4 CDH6 CLDN9 CRYBB2 CRYM CSPP1 CTXN1 CXCL6 DBNDD1 DCDC2 DEFB1 FGFR2 GAL3ST1 GAREM1 GGT6 GMNN GOLGA7B GUSBP14 H1-2 H4C8 HKDC1 HNF1B ITIH5 KANSL1L KCNF1 KRT23 LOXL4 LPGAT1 LURAP1L MCCC2 MLH3 MTCL1 NME5 NUAK2 OXTR PALS2 PAQR5 PATZ1 PGBD5 PIEZO2 PKHD1 PSPH PTHLH PTPN14 RGS14 RGS4 SCTR SLC4A3 SLC5A9 SMYD2 SPP1 SYT12 TMEM156 TNFRSF12A UBD VEPH1 VN1R1 VTCN1 WNK2 ZDHHC1 ANDERSEN_CHOLANGIOCARCINOMA_CLASS2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ANDERSEN_CHOLANGIOCARCINOMA_CLASS2 ADAM8 ADGRF1 ALDH3B1 ANKRD22 ANLN ANXA3 AP1S3 APOBEC1 ARHGAP27 ASPHD2 AUNIP AURKA BCL11B BCL2L15 BCO1 BHLHE41 BIK BORA BUB1 C15orf48 C19orf33 C1GALT1 C1orf116 CAPG CBLC CCNB2 CD55 CDC20 CDCA3 CDCP1 CDH17 CDH3 CDX2 CEACAM5 CEACAM6 CEMIP CENPE CEP55 CKMT1B CLDN4 CLIC3 COL11A1 COL12A1 COL1A2 COL6A3 CORO2A CST6 CTHRC1 CTSE CTSV CYP2S1 DAPP1 DHDH DKK1 DLGAP5 DTX2 ELL3 EPHX3 EPS8L1 FA2H FAM83D FERMT1 FGFBP1 FXYD3 GALNT12 GALNT6 GCNT3 GJB3 GJB4 GJB5 GPA33 GPR160 GPR35 GPR87 GPRC5A HK2 HOXB7 HSH2D HSPA1B IGFL2 ITGA2 ITGB6 KCNK1 KCNN4 KIF11 KIF15 KLF5 KLK10 KLK6 KLK7 KRT15 KRT17 KRT19 KRT20 KRT6B LAMB3 LAMC2 LEMD1 LGALS3 LGALS4 LIPH LPAR5 MECOM MISP MMP12 MSLN MTMR11 MUC17 MXRA5 MYB MYEOV MYH14 MYO1A MYOM3 NFE2L3 NMU NOX4 NOXO1 NRP2 OLFM4 OLR1 PKP3 PLA2G10 PLAC8 PLAUR PLBD1 PLEK2 PMAIP1 PPP1R14D PPP1R1B PSCA PTK6 PTPRR QPCT REG4 RHBDL2 S100P SAPCD2 SCEL SCIN SERPINB2 SERPINB5 SFN SIX4 SLC16A3 SLC39A4 SLC4A11 SLC6A14 SLC6A20 SMPDL3B SOX21 SPIRE2 SPOCD1 ST14 ST6GALNAC1 STYK1 TFCP2L1 TJP3 TMC7 TMPRSS4 TOP2A TPX2 TRIM31 TSPAN1 TTK TUFT1 UBE2C UNC93B1 USP54 VCAN VDR VILL VSTM2L WNK4 ZBED2 ANDERSEN_LIVER_CANCER_KRT19_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ANDERSEN_LIVER_CANCER_KRT19_DN ABCC6 ACSL5 ADRA1B AFM AK3 AKR7A3 ALAD ALDH1A1 ALDOB AMACR ANG AOX1 APOA5 ARMC5 BAAT C8G CEBPB CIDEB CPQ CPT2 CRYL1 CYP3A4 CYP4F2 DECR2 DIO1 DPYS EPHX1 ETFDH G6PC1 GNMT GPT GPX2 GRHPR GSTM1 HADH HAO2 HMGCS2 HPD HSD3B7 ITIH1 KHK LEAP2 MGST2 MRPS36 NFIX PAPSS2 PC PCYOX1 PDE2A PEMT PFKFB1 PGRMC1 PKLR PRDX6 PTGR1 PTMS RETSAT SAA4 SEL1L SELENBP1 SERPINA3 SERPIND1 SERPING1 SIAH2 SLC22A7 SLC25A25 SLC31A1 SLC41A2 TESK2 TFR2 TMEM140 TNIP1 UGT2B10 UGT2B15 UGT2B17 ANDERSEN_LIVER_CANCER_KRT19_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ANDERSEN_LIVER_CANCER_KRT19_UP APEX1 ARHGAP18 CALM2 CBX3 CCT2 CHKB CSTB CTSV DYNLT1 EPCAM IP6K2 KHDRBS1 MMP12 NAP1L1 NCF2 NOP58 POLR1H RPIA RPL10A RPL13A RPL27A RPL3 RPL35A RPL9 RPP21 RPS12 RPS14 RPS17 RPS18 RPS25 RPS3A TES YWHAQ ZDHHC7 ZSWIM1 APPEL_IMATINIB_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/APPEL_IMATINIB_RESPONSE ACP5 APOC1 APOD APOE ASAH1 C5AR1 CD163 CD300A CD68 CTSA CTSB CTSD CTSH CTSL CTSZ ENG FUCA1 GBA1 GM2A GNS GUSB HEXA HEXB LAMP1 LAMP2 LILRB3 MSR1 NEU1 OSBPL3 PLD1 PLSCR1 PPARG RARRES1 APPIERTO_RESPONSE_TO_FENRETINIDE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/APPIERTO_RESPONSE_TO_FENRETINIDE_DN ARFGEF2 ARMC9 ASNS ATP5F1B ATP5MF ATP5PO BANF1 C1orf198 CCNDBP1 COL3A1 CSTPP1 CYB5B DHFR EGFR EIF3F EPC1 FCGR1A FLI1 FMNL1 H2AZ1 H4C3 HEATR4 IARS2 IFITM2 IFITM3 ISCU LDHA MBOAT7 MDH1 MDH2 MON1B MTX2 NDUFA2 NDUFC1 PGK1 PPIH PPP1CC PSAT1 PTCD3 PTMA RSU1 SERPINB2 SET SIGMAR1 SLC3A1 SLC4A5 TMSB4X TRIM28 UBALD2 UGGT2 UQCR10 APPIERTO_RESPONSE_TO_FENRETINIDE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/APPIERTO_RESPONSE_TO_FENRETINIDE_UP ABHD4 AHSA1 AKAP9 BRD2 CCL13 CCN1 CCNJL CCNL2 CYB5R1 FOXJ3 GAD1 GDF15 HSPA4 HSPA8 ITGAX KIF21A KRT6B MGP MMP3 MYADM MYO1E NID1 PALM3 PDZD2 PLCD4 PRKACB PSMA7 PSMC4 RRP12 SDC4 SRR STXBP3 TFRC TM4SF1 TSC2 UBQLN1 UCHL1 ZNF672 APRELIKOVA_BRCA1_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/APRELIKOVA_BRCA1_TARGETS ACTA1 ACTA2 ACTC1 ANXA3 ANXA5 APP ARF1 ATP6AP1 CA2 CKB DDX1 DDX21 DDX24 DDX3X DLG1 DNAJA1 EIF2S1 EIF3C EPRS1 FGFBP1 FGFR1 GOT2 HMGA2 HSP90AA1 ID3 KRT8 LXN NEFL NUMB PDIA3 PEG3 PSMC1 PSMC2 QKI RIT1 ROCK2 RPA2 SARS1 SFN SPTAN1 STAM TAGLN TFAP2C TPM1 TUBA1A VIM WARS1 WNT3 ASGHARZADEH_NEUROBLASTOMA_POOR_SURVIVAL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ASGHARZADEH_NEUROBLASTOMA_POOR_SURVIVAL_DN ADCY1 APBA2 BTBD3 C1orf35 CACNA1G CAMTA1 CENPBD1P CHD3 CILK1 CNR1 DDHD2 ERCC6L2-AS1 FAXC FOXP1 FUBP1 GATAD2B GFRA3 GNAI1 GPR85 H2AZ2 HAP1 HIVEP3 HOXC6 HRK NTRK1 PGM2L1 PLPPR3 SCN3A SCN3B SDK1 SMARCE1 SNHG29 SOX4 SPTBN4 ST7 ST8SIA2 TADA2A THAP2 TMOD2 USP8 WDR33 ZNF710 ZNF91 ASTIER_INTEGRIN_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ASTIER_INTEGRIN_SIGNALING ABCA4 ACACB ACSL3 C2orf27A CACTIN CASP7 CCT4 CD79A CHRNB4 CMC4 COPS5 CORO1A DLGAP4 DPF2 EIF2S1 ENSG00000275616 EPB41L1 ETV4 FERMT2 FOS GAA GATA2 GDPD5 GFRA2 GJB3 IK ITGAE JUND KIF21B KRT4 LGALS8 LIMK2 LYPD1 MDN1 MLXIP MTOR N4BP2L2 NUP205 NUP88 ODF1 PART1 PIK3C3 PSMC1 RASSF2 RHOA RRAGD SBF1 SFTPD SPRY1 STARD3 TMEM131 TOR1A TTTY2 U2AF2 USP13 VAV2 VPS45 ZYX ASTON_MAJOR_DEPRESSIVE_DISORDER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ASTON_MAJOR_DEPRESSIVE_DISORDER_DN AAK1 ABCA2 ABCA8 ACSM3 ADIPOR2 AMD1 APLP1 APOD ARHGEF10 ASPA ATM BBX BCAT1 BIN1 BRD2 CACNG3 CADM4 CAP2 CAPN3 CDC42EP1 CDH19 CDK18 CDK8 CDKN1C CLDND1 CNOT9 CNP CNTN2 COL16A1 COL4A5 COPA CRYAB CRYBG3 CYP19A1 DDX11 DFFA DICER1 DPH2 DYNC1LI2 EFS ENOSF1 ENPP2 EP300 EPHA5 ERBB3 EVI2A FADS1 FAM53B FGFR2 FOLH1 FRMD4B GABRB2 GLA GOLGA2 GPR37 GPRC5B HSPA2 HTR4 JAM3 KIF13B KIF1B KIF2A KLK6 KLRC1 LAMP2 LDB3 LILRA4 LINC00847 LIPA LIPE LITAF LMO4 LPAR1 LRP8 MAG MAL MAN2A1 MAPK8 MAPT MCM7 MDC1 MOBP MOG MTMR2 MX1 MYO1E MYO9B MYRF NAPA NFASC NKX2-2 NPC1 NPIPB3 NTRK2 NUP88 OLIG2 P2RX7 PALM2AKAP2 PCBP2 PCSK2 PDE6B PDE8A PDK2 PIK3R1 PLAGL2 PLLP PLP1 PLPBP PMP22 PPFIBP2 PPP2R3A PRKCQ PRPF19 PSEN1 PSMD11 PTK2B PTP4A2 PWAR5 RALA RASGRF1 RBM8A RDX RNASE1 RNF19B SCAMP5 SCARB2 SEMA3C SF1 SLC31A2 SLC4A2 SLF2 SNRPE SNX19 SORBS2 SOX10 SPOCK1 SPOCK3 SRPK3 SRSF10 SS18 ST18 STIP1 SYNGR2 SYNJ2 TAF11 TF TIAM1 TMBIM6 TMC6 TMEM63A TMEM87A TRIO TSPYL1 UBE2A UGT8 UNC13A VAMP3 WWP1 ZFP36L2 ZKSCAN1 ASTON_MAJOR_DEPRESSIVE_DISORDER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ASTON_MAJOR_DEPRESSIVE_DISORDER_UP ACD ADAM22 AHCYL2 ANKRD6 ANOS1 APC ATP5PB BCL11A CALD1 CCKBR CELF2 CEP250 CMC4 COMP COPG2IT1 CTNNAL1 DDX23 DGCR5 DLGAP1 DOP1A GREB1 GSTM1 GSTM3 HEXA IGFBP7 JUN LTBP1 MN1 MTHFD2 OSBPL2 OSER1 PCM1 PENK PLAGL1 PPFIA4 PTH1R PTPRT RAB2A REV3L RRAS2 SAMD4A TBC1D1 TNFRSF25 TPM2 TSC1 TTR XYLT1 ZNF423 ZNF529 AUJLA_IL22_AND_IL17A_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AUJLA_IL22_AND_IL17A_SIGNALING CCL3 CSF3 CXCL1 CXCL5 CXCL9 DEFB4A DUOX2 IL19 IL36G S100A12 S100A7 AUNG_GASTRIC_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AUNG_GASTRIC_CANCER A4GNT ALDH7A1 AQR ATE1 ATP5IF1 BIRC5 BRD4 C19orf25 CBFA2T3 CCT3 CSAG2 CYP2W1 DEFA5 DEFA6 DKK4 ETS2 FXYD3 GOLPH3L HORMAD1 HOXA10 IFRD1 IL16 JUN KIF4A KMT2D LRRC45 MAPK13 MED1 MIA MMP10 MYBL2 NEK9 NIPSNAP3B NOP14 OLFM4 PRICKLE3 PRKAG1 RCC2 REG4 RPL8 SEC31B SH3BGRL2 SRSF9 STAT2 SULT1C2 TAPBP THADA THBS3 TMLHE TPT1 TYRO3 ZWILCH AZARE_NEOPLASTIC_TRANSFORMATION_BY_STAT3_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AZARE_NEOPLASTIC_TRANSFORMATION_BY_STAT3_DN ADIRF AQP3 CCL20 CDA CPE CRYBG2 FARP1 FOXG1 GPRC5A HR HSPG2 KRT13 PEG10 PLAC8 PPL PTGES PTGS1 TFPI AZARE_NEOPLASTIC_TRANSFORMATION_BY_STAT3_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AZARE_NEOPLASTIC_TRANSFORMATION_BY_STAT3_UP AOX1 APOBEC3G ARHGAP25 ARHGDIB ARL4C ARMCX2 B4GALT1 CA12 CALB1 CALD1 CALML3 CALU CCND2 CDH11 CDK17 CDV3 CFH CHP1 CLDN1 CLIC4 COL5A1 COL5A2 COPA CPS1 CRYBB2 CSF3 CUX2 CXCL11 CYP51A1 DCBLD2 DDX3X DHX9 DPYSL3 DUSP4 ELAVL2 EMP3 EOGT FEZ1 FGFBP1 FLI1 FN1 FOXA2 FST G0S2 G3BP2 GABPB1 GNG11 GPX3 GREM1 HMGCS1 HRH1 IFI16 IFI27 IFI6 IFITM1 IGF2 IL13RA1 IL13RA2 ITGB6 JAG1 KCNMA1 LPXN LTBP1 MAN1A1 MAP1B MCL1 MMP3 MX1 NEAT1 NEFL NF2 NNMT NSG1 NUP160 NUP188 NUPR1 OAS1 OAS2 PALLD PCDH7 PDPN PID1 PLK2 PLTP PRNP PRSS2 PRSS3 PRSS3P2 PTBP3 PTGS2 PTPN11 PTPRK RAB5A RAB6A RIGI ROBO3 RPS4Y1 S100A8 S100A9 SCG5 SERPINE2 SFRP1 SH2D2A SLC4A7 SNHG14 SNRPN SORL1 SPOCK1 SRGN SRSF6 SSR3 STX10 STX16 TGFA TGFBR1 TGFBR2 THBS1 TNC TP63 TWF1 VNN1 VSNL1 WDR1 WIPF1 XYLT1 YKT6 AZARE_STAT3_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AZARE_STAT3_TARGETS B4GALT1 CCND2 CDK17 CDV3 CHP1 CLIC4 COPA DDX3X DHX9 FN1 G3BP2 ITGB6 MCL1 MMP3 NNMT NUP160 NUP188 PCDH7 S100A9 SRSF6 THBS1 TNC TP63 TWF1 BACOLOD_RESISTANCE_TO_ALKYLATING_AGENTS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BACOLOD_RESISTANCE_TO_ALKYLATING_AGENTS_DN ARF3 ARHGAP4 ATP2B2 ATP8A1 ATRX CCNG1 CCT5 CDC42EP1 COA1 CS CXCR4 EPRS1 FADS1 FZD7 INA KDELR2 KHSRP LIG4 LRPPRC MAP2K6 MEGF9 MTRR NHLH2 NREP OGT PDCD6 PDIA2 PEG3 PHF8 POLR1HASP PRPF4 PTTG1IP PURA SETDB1 SLC25A6 SMPDL3A SRSF1 SRSF2 TBR1 TCEA1 TLN2 TRIM28 TSPAN3 TUBB TUBGCP4 UBE2J1 UBXN7 VCAN VEZF1 YARS1 ZC3HAV1 ZNF124 BACOLOD_RESISTANCE_TO_ALKYLATING_AGENTS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BACOLOD_RESISTANCE_TO_ALKYLATING_AGENTS_UP ACKR1 ARSF CA2 CCN1 CDH11 ENC1 FBXO21 HSPA6 HTRA1 ID2 IGF1 LMO2 MDK MT1A MT1F MT1X MT2A MYOF PPP2R1B PRSS12 RABGAP1L SEMA3A SGCE SHOX2 TDGF1P3 BAELDE_DIABETIC_NEPHROPATHY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BAELDE_DIABETIC_NEPHROPATHY_DN AASDHPPT AASS ABI1 ACADM ACBD3 ACSL3 ACTG1 ACTR3 ADD3 ADM ADORA1 AGRN AIF1 AKAP10 AKAP11 ALDH3B1 ANXA1 ANXA2P1 AP3B1 APOD APOL1 AQP3 ARHGAP19 ARHGAP5 ARHGEF18 ARID5B ARL1 ARMCX2 ATP13A3 ATP2A2 ATP6AP2 ATP7A ATP9A ATXN1 ATXN10 AXL B4GAT1 BCAM BCAR3 BEX4 BIRC2 BIRC3 BMP2 BMP7 BST2 C1R C1S CACNB2 CALD1 CALM2 CALU CAMSAP2 CAND2 CANX CAPN2 CASP1 CAST CBLB CCDC6 CCN1 CCN2 CD164 CD200 CD2AP CD47 CD55 CDC14A CDC42EP3 CDKN1C CDS1 CDV3 CEBPD CERS6 CFLAR CHD3 CHI3L1 CHST2 CITED2 CLEC16A CLIC5 CLIP3 CMAHP COL3A1 COL4A3 COL4A4 COL4A6 COLQ CORO2B CR1 CREB3L2 CRIM1 CTBP1 CTDSPL CTNNA1 CTNNBIP1 CXADR CXCL2 CYP1B1 CYP51A1 DAG1 DCAF8 DCTD DDN DDX17 DLG5 DNAJA1 DNAJB9 DNM1L DPP6 DPYSL3 DST DSTN DUSP1 DUSP14 DYRK1A ECM2 EFR3A EID1 EIF3M EIF4A2 ELF2 ENPEP ENSG00000260917 EPS15 ERBB4 EXPH5 F2R F3 F8A1 FAM153A FAM98A FAT1 FBXO21 FERMT2 FGF1 FGF9 FGFR2 FLNA FLRT2 FNBP1 FNBP1L FOSL2 FOXC1 FRY FYN G0S2 GAB2 GADD45A GALC GAS1 GDE1 GHR GJA1 GJA5 GLOD4 GLUD2 GLUL GMDS GMFB GNE GPNMB GPRC5A GRIK2 GRK5 GSTA4 GTF2A2 GULP1 GYG1 HIRA HMCES HMGN1 HMGN3 HNRNPA1 HNRNPA3 HNRNPC HNRNPDL HOXA9 HPGD HSP90AA1 HSP90B1 HSPA12A HSPA2 HSPA5 HTRA1 IARS1 IFI35 IFI44 IFIT1 IFITM1 IFT25 IGFBP2 IGFBP7 ING1 IQGAP2 IRS1 ISG15 ITGA3 ITGAV ITGB3 ITGB5 KANK1 KBTBD11 KCND3 KIAA0232 KIF5B KLHL9 KLK6 KLK7 LANCL1 LEPROT LETMD1 LITAF LOX LOXL1 LPL LRIG1 LSR LUC7L3 MAFF MAGI2 MCL1 MCM6 MECP2 MED21 MEGF9 MGAT5 MME MORC3 MSH2 MTDH MTHFD2 MTSS1 MTX2 MXRA7 MXRA8 MYH9 MYL12A MYL9 MYLK MYO1B MYO1E N4BP1 N4BP2L1 NAB1 NAMPT NAPG NBN NDN NDRG1 NEBL NECTIN2 NEDD9 NEK7 NFASC NFATC3 NFE2L1 NMI NPHS1 NPTN NR3C1 NTRK2 NUPR1 OAS1 OAS2 ODC1 OPTN OSER1 OSMR OTUD4 PAFAH1B1 PAK1 PALLD PAM PAPSS1 PARD3 PARP1 PAWR PCK1 PCMT1 PDE4B PDE4DIP PDGFA PDIA3 PDLIM5 PEX14 PFN2 PHLPP2 PHYHIP PLA2R1 PLCE1 PLCG2 PLOD2 PLS3 PLSCR1 PLXNB2 PMS2P3 PNMA2 PODXL POSTN PPFIA4 PPP2CB PRDX6 PREPL PRKACB PRKAR1A PRKAR2B PRKCI PSMA2 PSMA3 PSMA6 PSMB9 PTGDS PTGER4 PTH1R PTPN11 PTPN14 PTPN7 PTPRD PTPRO RAB1A RAB21 RABGAP1L RAD23B RAI14 RARRES2 RBBP4 RBMS1 RCAN1 RDX RGS10 RHEBP1 RHOBTB2 RNF11 RPN2 RSBN1 SACM1L SARAF SART3 SCHIP1 SCRN1 SDC2 SDC4 SEC61G SEMA3B SEMA3C SEMA5A SEPTIN10 SEPTIN11 SEPTIN2 SERINC1 SERINC5 SERPINE1 SET SGMS1 SKP1 SLC2A3 SLK SMARCA2 SMARCC1 SNX19 SP100 SPOCK1 SPOCK2 SRGAP2 SSBP2 ST3GAL6 STAT1 STX7 SUB1 SULF1 SULT1A2 SYNPO TAP1 TAPBP TAX1BP1 TBC1D9B TBCA TCF21 TEAD4 TGFBR3 THSD7A TIAL1 TIMP1 TLE4 TLK1 TMED10 TMED5 TMEM123 TMEM259 TMX4 TNNT2 TOB1 TOM1L2 TOMM20 TOMM34 TOP2B TRAM2 TRIB2 TRIM22 TRIM23 TRIM37 TRIM44 TSC22D3 TSPAN3 TSPYL4 TUBB2A TUSC3 TYRO3 UAP1 UBE2D2 UBE2L6 UBR2 UGCG UGP2 ULK2 UNG USP46 USP9X VCAN VEGFA VIM VPS13D VPS26A WARS1 WT1 WT1-AS WWP1 XBP1 XPO1 XRCC5 YBX3 YWHAE YWHAZ ZBTB20 ZC3HAV1 ZNF185 ZNF516 BAELDE_DIABETIC_NEPHROPATHY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BAELDE_DIABETIC_NEPHROPATHY_UP AANAT ACSM2A ACVRL1 ACY1 ADAMTSL2 ADGRF5 ADGRG1 AKR1A1 AKR1C3 ALDH4A1 AOC1 AQP1 ARHGEF15 ASS1 ATP10B BAX BBOX1 BPHL C4A CAPN3 CCDC69 CCL3 CCND1 CD24 CD34 CLEC3B CLU CRHBP CRIP1 CTSH CYP4F2 DPEP1 EML1 ENG ENO1 FAM53B FBP1 FTL FXYD2 GAS2L1 GAS6 GDPD5 GGT1 GPLD1 HBB HLA-DRB1 HPN HYAL1 HYAL2 ICAM2 ID1 IGFBP5 IMPA2 INPP5K ITFG2 ITM2A JADE3 LTK LYZ MAP4 MIA2 MT1G MT2A MT3 MYC NOTCH4 PDE2A PECAM1 PLPP3 PPM1F PTGIS PTPRB PTPRM RAMP2 RBPMS SEMA6A SLC22A6 SLC6A7 SLCO2A1 SPG7 STARD8 TEK TIE1 TLE2 UGT1A10 UGT2B7 UNC5B VAT1 ZCCHC24 BAE_BRCA1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BAE_BRCA1_TARGETS_DN ADD2 AQP4 BAG1 CAD CRAT CYP27A1 EBI3 GLUD1 HIPK3 HYOU1 IREB2 JAK1 LAMC1 MAN1A2 MT1F MYB NONO NPM1 PEX2 PKN2 SMAD5 STIL TCOF1 THBS1 TJP1 TJP2 TKT TNFAIP3 TNFAIP6 ZNF135 BAE_BRCA1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BAE_BRCA1_TARGETS_UP AARS1 ABCG1 ADH5 ALDH3B2 ALOX5 ANXA1 ASIC1 ATF4 BCL7B BMP7 BTG1 CAMLG CCN3 CCNG2 CNBP COL4A5 COX7C CRY1 CTSL DRAP1 EPAS1 EPHX2 EYA2 GAA GMFB GNG10 GTF2A2 H2BC5 HACD3 HINT1 IDI1 IFRD1 JUND JUP KCNK1 KRT19 KYNU LAMP2 LGALS3 LIG1 LSM1 LSS MARCKS MGST1 MSMO1 MTMR11 NDUFA4 NEK4 NET1 NME4 PDAP1 PMP22 PRDX2 PRDX4 PRKCA RNF6 RYK SAT1 SELENOW SEM1 SORL1 SPINT2 STAT6 STRN3 TAX1BP1 TCEA1 TGFB2 TMSB4X TRAM1 UBE2N VEGFA BAFNA_MUC4_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BAFNA_MUC4_TARGETS_UP ATF7IP AVPR2 GAS5 NEK6 SNAI1 BAKER_HEMATOPOESIS_STAT1_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BAKER_HEMATOPOESIS_STAT1_TARGETS BCL2 CASP1 CASP2 CASP3 CASP7 FGF2 MMP2 MMP9 MYC NSG1 BAKER_HEMATOPOESIS_STAT5_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BAKER_HEMATOPOESIS_STAT5_TARGETS BCL2 CCND1 CCND2 CCND3 CCNE1 MYC PIM1 BAKER_HEMATOPOIESIS_STAT3_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BAKER_HEMATOPOIESIS_STAT3_TARGETS BCL2 BIRC5 CCNA2 CCND1 CCND2 CCND3 FAS HIF1A MCL1 MMP2 MMP9 MYC NSG1 PIM1 PIM2 BAKKER_FOXO3_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BAKKER_FOXO3_TARGETS_DN ACAD10 ADGRG1 ADGRG5 AGPAT5 ALKBH7 ANK1 ANKS4B ANKZF1 APRT ARF3 ARHGAP23 ARHGEF17 BCKDHA BCL11A BMP5 BTBD9 C10orf88 CALU CAPN15 CAV2 CBY2 CCDC65 CCS CDH16 CDK2 CENATAC CETN2 CFD CHN1 CHST15 CIART CLEC2L CLINT1 COBL COPS7A COPS8 COX8A CTH CXCL14 CYP2J2 CYTH2 DAPP1 DCP2 DDX18 DEAF1 DESI1 DGCR6 DIRAS2 DMPK DMRTC1 DYNLT4 ETV5 EXD2 FAM136A FBXO2 FBXO45 FCRLA FIBIN FOCAD FZD10 FZD8 GFER GK GLOD4 GLRX5 GNMT GPRIN1 HGH1 HIC2 HMGN1 HOXD10 HSPB8 IFI35 IGHM KCNJ16 KLHL22 LEMD2 LRRC42 LSM10 LTN1 MAB21L2 MAPKAPK3 MED10 MEX3C MGP MIDEAS MKI67 MMP24OS MMUT MRPS26 MSC MTFP1 N4BP2L2 NAT8B NDUFB10 NELFA NKD1 NRP1 NUDT16L2P OTOF P2RX1 PAFAH1B2 PCBP4 PCYT2 PDLIM7 PFKFB3 PNCK PNOC POLB POLE3 POP5 POR PPP1R1A PRCC PRKAG1 PRR32 PRRT2 PSMA1 PTPRE QPCTL RAB28 RASSF6 RCOR1 RDH16 RNASEH2A RNASEH2C ROPN1 RPP21 SCRIB SEC61B SEL1L SKIL SLC19A1 SLC20A1 SLC22A2 SLC9A8 SLITRK1 SLPI SMC3 SNRPA SOAT1 SPATA33 SPEF2 SRSF2 SRSF4 STRAP STRN3 SYS1 TACSTD2 TBP TBXT TCEAL9 TCF7L1 TEX22 THUMPD1 TIMM10 TLR1 TNRC18 TPGS1 TRIM27 TSHZ2 TUBB TULP3 UCMA UTP6 VIPR2 VPS51 WBP1 WDR4 WDR74 YIPF6 ZDHHC16 ZNF292 ZNF358 ZNF524 ZNF653 BAKKER_FOXO3_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BAKKER_FOXO3_TARGETS_UP AMPD2 ARG1 ASAH1 ATP7A BTG1 C5orf34 C5orf63 CCNG2 CCPG1 CDKN1B CHIC1 CITED2 CPEB4 CPT1A CR2 CSF2RB CTSE DCN DCP1A DENND5B DNAJC12 DSTN GNAI2 GRIA3 GUCD1 HIPK1 HSCB KIT KLF6 NF2 NKIRAS2 NQO2 OSBPL9 P2RY14 PGGT1B PGM2L1 PIK3IP1 PINK1 PNPLA6 RBL2 RGS2 SESN1 SFT2D2 SIRPA SLC12A6 TCP11L2 TMX1 TP53INP1 ULK1 UNCX VCL VOPP1 XPO7 ZNF780A ZUP1 BALDWIN_PRKCI_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BALDWIN_PRKCI_TARGETS_UP ADA AQP9 ATP2B4 ATP6V1G1 CBX6 CCN3 CCN5 CGB3 EIF1AX EIF4EBP2 FOSL2 GMFB GPRC5A HFE IFITM1 MAZ MEF2A MPDZ MTCL1 NEK9 NUDT3 OXTR PAK2 PALS1 RHOB SDC2 SELENOP SEPTIN11 SLC11A2 SLC35A5 SLC4A7 SLK TDO2 TFDP2 TGOLN2 TMEM106C TRIB2 TRIM56 TSPAN6 ZBTB20 BALLIF_DEVELOPMENTAL_DISABILITY_P16_P12_DELETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BALLIF_DEVELOPMENTAL_DISABILITY_P16_P12_DELETION ALDOA ATP2A1 CLN3 COG7 IL21R IL4R KDM8 OTOA PRKCB SCNN1B SCNN1G SLC5A11 TBX6 BANDRES_RESPONSE_TO_CARMUSTIN_MGMT_24HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BANDRES_RESPONSE_TO_CARMUSTIN_MGMT_24HR_DN ACTN1 ADRA1B ARPC2 ARTN COL9A1 DHX16 GABRA2 GAST GOLGA2 GPR37 GTF2F1 HADH HAGH ICAM5 IKBKG MDK MED1 MSR1 NRTN PFN1 PZP RAD51 RGR RIT2 SLC30A3 SORBS2 SPEG SPRR2B STXBP2 TLE3 TNFRSF11B TRAF1 TSPAN4 BANDRES_RESPONSE_TO_CARMUSTIN_MGMT_24HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BANDRES_RESPONSE_TO_CARMUSTIN_MGMT_24HR_UP ECM2 FNTA GDI1 SMARCD1 SMPD2 SNAPC1 SNAPC3 SNRPB2 TMBIM6 BANDRES_RESPONSE_TO_CARMUSTIN_MGMT_48HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BANDRES_RESPONSE_TO_CARMUSTIN_MGMT_48HR_DN ACTG2 ACTN1 ADAM15 ADAMTS4 ADCYAP1 ADRA1B AKT2 ALAD ALOX15B AMH APC2 APLNR AQP8 ARPC2 ARTN ASMTL ATP1A3 ATP4B ATP6V0C B4GALT5 BAIAP2 BAIAP3 BECN1 BICD1 BLK BMP7 BRF1 CA6 CALB2 CD151 CD68 CD79A CDK8 CDX4 CEACAM3 CEBPB CHRM4 CHRNB3 CHRNG CKM COL9A1 COX6A2 CRABP1 CRAT CRYBB1 CST5 CTF1 CYP19A1 DHX16 DNASE1L2 DVL1 EIF6 EPHX1 EZH2 FBN1 FKBP1A FOXJ1 FTH1 FTL FYN GABRA2 GABRA6 GAMT GFAP GHSR GOLGA2 GP1BB GPR25 GPR32 GRB7 GRN GTF2F1 H2AX HADH HAGH HCFC1 HMGN2 HNF1A HOXA4 IDS IER3 IKBKG INPPL1 INSIG1 INSL3 IRAG2 IRS1 ISLR ITGA3 ITIH1 KCNH2 KIF5A KRT17 KRT31 LAD1 LAMB3 LMX1B LOXL1 MAD1L1 MAP4K2 MAPK10 MAT1A MDK MGAT3 MSR1 MUC2 MVD MYBPH MYD88 MYOD1 MYOG NDUFC1 NKX2-2 NPAS1 NPBWR2 NRTN OMP PAEP PAX8 PBX2 PCBD1 PCDHGC3 PCOLCE PCYT1A PFKFB2 PFKM PFN1 PMS2P11 POLR2E PPM1G PRL PRM2 PTPN3 RAD23A RAD9A RGR SEPTIN5 SFPQ SGCA SHMT2 SHOX SLC30A3 SORBS2 SPEG SPRR2B SRP14 SRY STAM STX1B TAC1 TCF21 TLE3 TMBIM6 TRAF1 TUBG1 UPF1 VGF WIPF1 YWHAH ZBTB17 BANDRES_RESPONSE_TO_CARMUSTIN_MGMT_48HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BANDRES_RESPONSE_TO_CARMUSTIN_MGMT_48HR_UP CCL2 CLTCL1 CNTNAP1 CTNNAL1 GCM1 GNRHR GOLGA4 GPR65 PIK3R3 SLC10A1 SLC16A2 SLC6A2 SMARCD1 SMPD2 SNAPC1 SNAPC3 SNRPB2 TUBB UGT8 BANDRES_RESPONSE_TO_CARMUSTIN_WITHOUT_MGMT_24HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BANDRES_RESPONSE_TO_CARMUSTIN_WITHOUT_MGMT_24HR_DN ACTN1 FNTA GOLGA2 GTF2F1 HADH INPPL1 RCN1 SLCO1A2 TLE3 BANDRES_RESPONSE_TO_CARMUSTIN_WITHOUT_MGMT_24HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BANDRES_RESPONSE_TO_CARMUSTIN_WITHOUT_MGMT_24HR_UP AVPR1A CD80 CYTH1 ECM2 EEF1G EIF2B1 GDI1 GNRHR SMARCD1 SMPD2 SNAPC1 SNAPC3 SNRPB2 STS BANDRES_RESPONSE_TO_CARMUSTIN_WITHOUT_MGMT_48HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BANDRES_RESPONSE_TO_CARMUSTIN_WITHOUT_MGMT_48HR_DN ACTC1 ACTN1 ADCYAP1 ADRA1B AMH AQP8 ATP1A3 ATP5F1D EPHX1 FBN1 FYN GTF2F1 HMGN2 INPPL1 INSIG1 INSL3 IRS1 ITGA3 KRT17 LOXL1 LRCH4 MAP4K2 MDK NRTN PFN1 PMS2P11 PPM1G SEPTIN5 SHOX TUBG1 WIPF1 YWHAH BANDRES_RESPONSE_TO_CARMUSTIN_WITHOUT_MGMT_48HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BANDRES_RESPONSE_TO_CARMUSTIN_WITHOUT_MGMT_48HR_UP BCL10 CD80 ECM2 ESRRA GCM1 GDI2 GNRHR LAIR1 RNASE4 SLC10A1 SMARCD1 SMPD2 SNAPC1 SNAPC3 SNCG SNRPB2 ST6GAL1 ST8SIA1 BANG_VERTEPORFIN_ENDOMETRIAL_CANCER_CELLS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BANG_VERTEPORFIN_ENDOMETRIAL_CANCER_CELLS_DN AOC3 BRICD5 C9orf131 CEND1 DNLZ EFCAB12 FTCD HSPA6 IL9RP3 KLKP1 MIR4521 MMP25 MROH2A MSLNL PDE1B PPP1R27 RBFOX3 RN7SL472P SLC5A10 SRPK3 BANG_VERTEPORFIN_ENDOMETRIAL_CANCER_CELLS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BANG_VERTEPORFIN_ENDOMETRIAL_CANCER_CELLS_UP ADAM9 ANKRD1 APP ATP6AP2 CCN1 COL12A1 COL4A2 DSG2 EGR1 GANAB GBA1 GPC4 ITGAV ITGB4 NUP210 OS9 SEMA3C TFPI2 THBS1 VCAN BARIS_THYROID_CANCER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BARIS_THYROID_CANCER_DN ABCC3 ACY1 ANXA4 ATF1 BGN CALM2 CCND1 CCND2 CD2 CD40LG CD44 CDH3 COL8A1 CSNK2B CTNNA1 CYTH1 DUSP6 ERBB2 EVPL FGB FGFR4 FNTA GATA3 GLG1 GRB7 HDGF IGF1R IL13RA1 INPP5D IRF1 KLF5 KLHL9 LLGL1 LMO7 MMP2 NEDD8 OSBPL1A PKN3 RAB8A RAD50 RAF1 RB1 RECQL RPL13A SEPTIN2 SMARCA5 SNRPF SP110 SRPRA TGFB1 TIMP1 TJP2 TNFSF10 TNFSF13 TOP2B UBA1 UBE2C USP1 VCL BARIS_THYROID_CANCER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BARIS_THYROID_CANCER_UP ACTN2 ADA ATF4 ATP6V1D CD46 COPB1 COX6A1 COX7A2 COX7B CRNKL1 CYC1 CYCS EIF2S2 ERCC5 GCHFR GLUL GSTM3 LPGAT1 NRF1 PTPRN RBBP5 RPN1 SNRNP200 STIP1 BARRIER_CANCER_RELAPSE_NORMAL_SAMPLE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BARRIER_CANCER_RELAPSE_NORMAL_SAMPLE_DN AKAP17A ALG13 ATG4B BCR CDK10 CNPY3 CPSF1 CSNK1G2 FAAP100 GNB1L HSPA1A INTS1 JUN LAMP1 N4BP2L2 NFE2L1 NPIPB3 NSMF PPP1R15A PSD4 RHOT2 SPG7 SPTAN1 STK25 SUPT5H TBC1D2B TCIRG1 TLE6 TYK2 VPS37C ZFP36L1 BARRIER_CANCER_RELAPSE_NORMAL_SAMPLE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BARRIER_CANCER_RELAPSE_NORMAL_SAMPLE_UP ADAM28 ALDH3A2 AMD1 AMPD1 ATP5F1C C12orf4 CEP70 CHGA CLIC2 CLINT1 CPA3 CREBL2 FAS GALNT4 GCG GGT1 IGF1 IL1R2 IRAG2 ITM2A LRRC31 MAP7 MAPRE2 NDNF NF2 PRKACB PRKAG1 PTGER2 PYY RAB27A RNGTT SNX4 TFAM BARRIER_CANCER_RELAPSE_TUMOR_SAMPLE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BARRIER_CANCER_RELAPSE_TUMOR_SAMPLE_DN ADPRH CDKN2A-DT CFAP410 FOXO4 MAN2A2 PKM PMEL REST SZT2 TRPV4 UNC45A WSCD1 BARRIER_CANCER_RELAPSE_TUMOR_SAMPLE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BARRIER_CANCER_RELAPSE_TUMOR_SAMPLE_UP ATG12 ATP6V0E1 ATP6V1G1 CKS1B COPS4 CXCL8 DCTN3 DNAJB9 H2AZ1 HSPA13 LYN MED21 MMP12 MRPL24 PDCD10 ZFAND1 BARRIER_COLON_CANCER_RECURRENCE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BARRIER_COLON_CANCER_RECURRENCE_DN ACOT11 ARHGAP33 ASB13 BSG BTBD2 CD24 CDK10 CITED2 CTSA EPPK1 FOXJ3 KCNAB1 NDFIP1 NUCB1 PFKL SPPL2B STAT2 TLE5 TSPAN7 BARRIER_COLON_CANCER_RECURRENCE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BARRIER_COLON_CANCER_RECURRENCE_UP AHI1 ANG ANXA2 ARL1 CFH CIAO1 CNPY2 COPS8 DNAJC12 ERGIC2 EXT2 FOXO1 GPR171 GPR89B HGD ITM2A KDELR3 METTL9 NDEL1 NME7 PDHB POLD3 PSMC2 PWP1 RPN2 SAR1A SCEL SEC62 SLC18A1 SLCO4A1 SNU13 SRP72 SULT1C2 TENT5A THOC2 TIMM17A TRIM2 UGGT1 WDHD1 XPNPEP1 YIPF1 YIPF6 BASAKI_YBX1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BASAKI_YBX1_TARGETS_DN ABCA5 ABRAXAS1 ACER3 ACSM3 ADM AK4 ALDH1A2 ALDOC ALG13 AMN1 AMY1A ANKRD29 ANKRD36B ANKRD50 ANTXR1 APOOL ARHGAP18 ARL14 ARL17B ARRB1 ARSD ASMTL ASPH ASS1 ATM ATOSA ATP2C1 ATP7A ATRX BAZ2B BBX BCKDHA BDH2 BHLHE40 BICD1 BNC2 BPTF BRWD1 BST2 BTG1 BTN3A2 BTN3A3 C11orf58 C14orf28 C2orf88 C5orf24 C8orf44 CA12 CAMK2N1 CARD8 CASZ1 CAT CCDC50 CD302 CD55 CDH1 CDK12 CDK19 CERS6 CGNL1 CHD2 CHGA CKB CLINT1 CNIH1 CNTNAP3 COBLL1 CPM CRIPT CRYBG1 CRYM CRYZL2P CTBS CUEDC1 CUL4B CXADR CYS1 DBP DCAF16 DDIT4 DEPTOR DHRS13 DHRS3 DMXL1 DMXL2 DNAH12 DNAJC3 DPP4 DPY19L4 DUSP5 DUSP6 DYNC2H1 DYNC2LI1 EEF1A1 EEF2K EGR1 EIF5 ENSG00000170846 ENTREP2 ESR1 ETV5 FAM107B FAM110C FAM13A FAM162A FAM228B FAM3C FAM43A FAM83A FLRT3 FOS FRRS1 FSBP FUT11 GABARAPL1 GAL3ST1 GALK2 GALNT14 GALNT3 GAS2L3 GBE1 GBP5 GDF15 GDPD1 GLCCI1 GLRX GOLGA2P5 GOLGA8A GPD1L GPN2 GRB14 GRB7 GSTM3 H19 H2AC18 H3-3B H6PD HDAC4 HECW2 HELZ HES1 HEY1 HGD HINT3 HK2 HLA-DMA HLA-E HTRA1 IDO1 IER2 IER5L IFI16 IFI27 IFITM1 IL6ST IRF2BP2 ISG20 JAK3 JUNB KANSL1L KCNK3 KCNK5 KCTD6 KDM4B KLHDC10 KLHL24 KRCC1 LAMB1 LAMP2 LCN2 LGALS8 LINC02683 LMAN1 LMBRD2 LSM8 MAFF MALAT1 MALL MARCKSL1 MAST4 MBOAT2 MCL1 MED6 MEGF9 MEIS1 MEIS2 MET MGAT4A MIB1 MIGA1 MINDY2 MKLN1 MMAA MMP1 MMP24OS MMP7 MPZL2 MRAP2 MRNIP-DT MRPL19 MSI2 MTDH MUC1 MXI1 MYEF2 MZF1 N4BP2L2 NADSYN1 NAP1L1 NAV1 NBN NCALD NCBP3 NDRG1 NDUFS1 NEAT1 NEBL NET1 NFKBIZ NKTR NREP NT5DC1 NT5E P4HA1 P4HTM PABPC1 PAPSS2 PARP8 PAXBP1 PCSK6 PDCD4 PDE9A PDK1 PDK3 PDS5B PFKFB3 PGK1 PGPEP1 PIAS1 PIGP PIK3R1 PITPNC1 PKD2 PLCG2 PLEKHA1 PLOD2 PNISR PNP PPP1R9A PRKAB1 PRKD1 PROS1 PRUNE2 PSD3 PTEN PTER PTGS1 PTP4A1 RAB3IP RABL3 RALGPS2 RAP1GAP RBM39 RBM47 RBMXL1 RDH10 RESF1 RFX3 RICTOR RNASET2 RNU6-1016P RPL31 RPL37 RRAGD RSF1 RSL1D1 RUFY3 RXFP1 SALL1 SAT1 SBF2 SCAMP1 SCD SCIN SEC62 SECISBP2L SELENOP SEMA4B SEPTIN6 SERPINA1 SERPINB1 SEZ6L2 SF1 SF3B1 SGK2 SH3PXD2A SINHCAF SKIL SLC1A1 SLC20A1 SLC22A18 SLC25A27 SLC25A3 SLC25A36 SLC27A1 SLC2A10 SLC30A1 SLC3A1 SLC40A1 SLC44A1 SLC45A3 SLC6A12 SLC7A11 SLC9A1 SLC9A7 SLPI SMCHD1 SMIM6 SMOC2 SMPDL3A SNHG14 SNTB1 SORBS2 SPART SPATA20 SPP1 SPRY1 SPRY2 SRSF7 SSBP4 ST3GAL6 ST6GALNAC4 STC1 STMN3 STOX1 SULT1C2 SYTL2 TARS3 TCIRG1 TENT4B TFDP2 TFPI THBD TM2D3 TM4SF4 TM7SF2 TM9SF3 TMC5 TMED4 TMEM106B TMEM37 TMEM47 TMOD1 TNFRSF11A TNFSF10 TP53INP1 TPCN1 TPD52 TRAPPC6A TRIM13 TRPC6 TSC22D3 TSPAN1 TSPAN6 TTC3 TTLL3 UBXN4 UCP2 UGT1A10 VAC14-AS1 VAV3 VEGFA VLDLR VMP1 VPS13A VPS13B WDR1 WIPF2 WSB1 XIST XRN1 YIPF6 YPEL5 ZBTB18 ZBTB20 ZC3H11A ZMYM2 ZNF207 ZNF226 ZNF253 ZNF320 ZNF350 ZNF397 ZNF614 ZNF615 ZNF626 ZNF770 ZNF780B BASAKI_YBX1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BASAKI_YBX1_TARGETS_UP ACTR1A ADRB2 AFAP1L1 AHSA1 AJUBA ALYREF ANLN ANXA3 ANXA8 AREG ARPC5L ASF1B ASPM ATL3 AURKA AURKB AXL BDNF BIRC5 BORA BUB1 BUB1B C11orf24 C3orf14 CACYBP CAD CAMTA1 CAV1 CAVIN1 CCM2 CCN1 CCN2 CCNA2 CCNB1 CCNB2 CCND3 CDA CDC20 CDC42EP3 CDC6 CDCA3 CDCA8 CDK1 CDK2 CDK2AP2 CDKN3 CENPA CENPI CENPM CENPN CENPO CENPU CENPW CEP55 CHAF1A CHEK1 CHORDC1 CNOT9 COMMD4 COTL1 COX20 CREBZF CREM CRIM1-DT CSTF3 CTH CTPS1 CYTH3 DAZAP1 DCUN1D5 DDB2 DDX11 DDX39A DEPDC1 DEPDC1B DHFR DHRS11 DHX9 DIAPH3 DKK1 DKK3 DLC1 DNAJC9 DPYSL3 DR1 DTL DTYMK E2F7 EHD2 EHD4 EMP2 EMSY-DT EPHA2 ESPL1 FAM83D FANCI FBN1 FEN1 FGF2 FGFBP1 FLNA FLNB FOLR3 FOXE1 FRMD6 GALNT2 GART GINS1 GINS2 GLI2 GLRX2 GLS GSTP1 GTSE1 H2AX H2AZ2 HAT1 HINT1 HJURP HMGB2 HTATIP2 IFRD2 ILF2 IMMP1L IRAK1 JPT1 KIF20A KIF22 KIF23 KIF2C KIF4A KLC1 KNSTRN KPNA2 KRT10 KRT80 L1CAM LAMC2 LARP6 LINC01224 LINC02274 LINC02901 LMNB2 LRR1 MAD2L1 MAP1B MARS1 MCM10 MCM2 MCM3 MCM4 MCM5 MCM7 MDC1 MED8 MELK MIDEAS-AS1 MIR221 MIS18A MISP MKI67 MT1F MT1G MT1X MT2A MTCL1 MTHFD1 MYBL1 MYO19 NCAPD2 NDC80 NDUFS6 NEK2 NFKBIA NID2 NMU NPFFR2 NSD2 NTN4 NUDT5 NUF2 NUP50 NUP93 OIP5 ORC6 OSMR PBK PDCD2 PDLIM7 PEX13 PGAM5 PHF19 PHLDB2 PINK1 PLAC8 PLCB4 PLK1 PLK2 PMEPA1 POLA2 POLR2L PRC1 PRELID1 PRKDC PROSER2 PRPF3 PRSS23 PSMB6 PSMC3IP PSMD2 PTTG1 RAD51 RANGAP1 RBM19 RBPMS RFC2 RFC3 RFC5 RFLNB RHEBP1 RHOD RND3 RNF26 RNMT RRAD RRAS RRS1 RUSC1 S100A11P1 S100A2 S100A3 SAC3D1 SAE1 SAR1B SCO1 SFN SH3BP4 SHCBP1 SIVA1 SKA2 SLC1A5 SLC38A10 SLC39A4 SLC3A2 SLC52A2 SLC7A5 SMAD7 SMC2 SMG5 SMPD4 SNAI2 SNRPA1 SNX5 SPC24 SPDL1 TCP11L1 THBS1 TIMP2 TK1 TNFRSF12A TNFRSF21 TOMM5 TPM4 TPRKB TPX2 TRIP13 TSC22D2 TSEN15 TUBA1A TUBA4A TUBB2A TUBB4B TUBB6 TUFT1 TXNIP TYMS UBE2C UCA1 UHRF1 UNG WDHD1 WDR1 WDR4 WDR77 WNT10A WWC1 YWHAH ZNF185 ZNF367 ZNF599 ZNF71 ZNG1A ZWILCH ZWINT BASSO_B_LYMPHOCYTE_NETWORK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BASSO_B_LYMPHOCYTE_NETWORK AFG3L2 AHNAK AHSA1 AIMP2 ANXA6 ARVCF ASNS BHLHE40 BIN1 BLMH BUD31 BYSL CASP4 CCNA2 CCNB1 CCND2 CD44 CDK1 CRIP1 CSE1L CTNNA1 CTPS1 CTSH CYC1 CYCS CYLD DBF4 DDB2 DESI1 EBNA1BP2 EEF1E1 EIF2S1 EIF4G1 ELOC EMG1 EPOR ETHE1 FAM98A FCMR FEN1 GABARAP GARS1 GSAP H2AC18 HCP5 HDDC2 HHEX HLA-E HNRNPAB HPRT1 HSPA9 HSPE1 IFITM1 IL27RA ITM2A ITPR1 ITPR2 LAPTM5 LGALS1 LGALS9 LITAF LORICRIN LSM3 MAD2L1 MAP1B MDFIC MRPL12 MRPL3 MRPS12 MVP MYL12A N4BP2L1 N4BP2L2 NDRG1 NDUFAB1 NISCH NME1 NOP16 OGA ORC5 P2RY10 PAICS PCNA PES1 PLCB2 PMS2P2 POLD2 POLR2F POLR2H PRDX3 PRDX4 PRKCB PRSS53 PSMA3 PSMB2 PSMB5 PSMB7 PSMD1 PSMD14 PSMD2 QPCT RBM5 RCC1 RFC4 RIPOR2 RPS26 RUVBL2 S100A4 SAR1A SAT1 SECISBP2L SEM1 SERBP1 SLC25A4 SLC39A14 SLC46A3 SLC4A3 SLC7A5 SNRPF SP100 SPG11 SRGN SRSF1 SSBP1 SSRP1 SUN2 TCP1 TEP1 TGOLN2 TIMM17A TNFRSF1B TOMM40 TPP1 TPX2 TRIP13 TUBG1 UBE2S UCHL1 UCK2 USP4 WDR18 XPOT ZBTB20 ZMYND11 ZNF593 ZYX BASSO_CD40_SIGNALING_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BASSO_CD40_SIGNALING_DN AIF1 ALDH5A1 AQP3 ARHGEF18 ARL4C BCL6 BICD2 BIK BLNK BMP7 BORCS8-MEF2B BTG2 CAMP CD27 CD38 CDH17 CNR1 CRYZ CSF2RB CTDSP2 GCNT1 GPER1 GRAP GSDME HDAC9 HMCES HSD17B8 ID1 ID3 IGFBP6 IRS1 ISG20 ITGB7 JCHAIN KCNN3 LMO3 LTB METTL7A NCF1 NCF4 NINJ1 NPAS1 ORAI2 PALM2AKAP2 PNOC POU2AF1 PRKAR2B PTP4A2 PTPN18 PTPN22 RAPGEF2 RAPGEF5 RASGRP2 RERE RIMS3 RNF187 RUNX1T1 SH2B2 SLC2A5 ST3GAL6 ST6GAL1 SYK TCF3 TRAC TRIB2 TSPO TTC9 TUBB2A UBE2J1 USP6 VNN2 BASSO_CD40_SIGNALING_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BASSO_CD40_SIGNALING_UP ADAM8 ARHGEF2 ARID5B BATF BCL2 BCL2A1 CAPG CCL22 CCL3 CCL4 CCR7 CD40 CD44 CD58 CD74 CD83 CFLAR CHD1 CR2 CXCR5 DDIT4 DTX2 DUSP2 EHD1 ELL2 ELOA FCMR GADD45B GPR183 HLA-DMA HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRB1 HLA-DRB4 HLA-F HSP90B1 HTR3A ICAM1 ICOSLG IER3 IFI30 IGHG1 IL1B IRF4 IRF5 IRF9 JUNB KCNN4 KRT7 LAPTM5 LGALS1 LHFPL2 LITAF LRRC32 LTA LYN MAP3K8 MAPKAPK2 MEF2C MTMR4 MYB NCF2 NCKAP1L NEFM NFKB2 NFKBIA NFKBIE PHACTR1 PIK3CD PLEK PLXNC1 PTK2B PTP4A3 PTPRE RAB27A RAC2 RGS1 RNF115 RXRA SH2B3 SIK1 SLAMF1 SNN SRGN STAT1 STAT5A STK10 SYNGR2 TAP1 TCFL5 TMC6 TMSB4X TNF TNFAIP2 TNFAIP3 TNFAIP8 TNFSF9 TRAF1 TRIP10 UNC119 VOPP1 ZFP36L1 BASSO_HAIRY_CELL_LEUKEMIA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BASSO_HAIRY_CELL_LEUKEMIA_DN CXCR5 IGHV5-78 PAWR TMEM131L TNFAIP8 TRAF5 BASSO_HAIRY_CELL_LEUKEMIA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BASSO_HAIRY_CELL_LEUKEMIA_UP ACTB ADCY9 AIF1 ANXA1 ARAP2 ARRB2 B2M BMERB1 CAMTA1 CCND1 CD63 CPVL CTBP2 CYB5R1 DAPK1 DLC1 DPYD DST EMP1 ENG EPB41L2 FGF2 FGFR1 FLT3 GABARAPL2 GAS7 HBA1 HBB HBG1 HPGDS HPN IGFBP3 IL18 IL1R1 IL1R2 IL3RA KCTD12 LILRB2 MAF ME3 MFAP5 MTSS1 MYF6 MYOF NOVA1 PHF2 PLOD2 PLXNC1 PPIC PRSS23 PTPRM PTTG1IP RAB13 RCBTB2 RECK RIN2 RNF11 RPLP1 RRAS RTN2 S100A13 SDC3 SIX3 SLITRK5 SMPDL3A SPRY2 SUSD5 SYT1 TACC1 TBKBP1 TCF7L2 THBS1 TIMP1 TIMP4 TMEM59 TNFRSF1A TRIM2 VAMP3 WWTR1 BAUS_TFF2_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BAUS_TFF2_TARGETS_DN ART3 BAG2 BEX4 CTSC DDX6 HEBP1 NAT8 OR2H2 PCP4 PRDX2 RBP4 THRSP BAUS_TFF2_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BAUS_TFF2_TARGETS_UP ABCG2 ADA APOA4 APOC2 BCAT2 CCL8 CRIP1 DEFA5 DGKA DPEP1 GGT1 GNB1 GUCA2B HLA-A IFIT1B IGHM IRF7 IRGM ITLN1 LTB MS4A1 OGFR PSMB8 PSMB9 PTPN22 RBP2 SAMHD1 SLC2A2 TAP1 TFF3 ZEB1 ZG16 BECKER_TAMOXIFEN_RESISTANCE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BECKER_TAMOXIFEN_RESISTANCE_DN ACAA2 ADAM17 AGPS ALDH3B2 AREG BCAS2 CCND1 CD24 CEP170 CLCA2 COX7A2 CRYBG1 CXCL8 DUSP6 ELOVL2 EMP1 ESRRG FGFR1 GATA3 GJA1 HDAC2 IGF1R IGFBP5 IL1R1 IRF3 KHDRBS3 LBR LIPF LRP2 MBOAT7 ME1 MSX1 MSX2 NFIB NR2F2 ORC3 OSBPL1A PDCD4 PDZK1 PEG10 PKIA PTPRK QKI RBP1 SEMA3C SPTSSA TCN1 TIAM1 TM4SF1 TRGC1 TRIM16 TSPAN6 TTK ZNF43 BECKER_TAMOXIFEN_RESISTANCE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BECKER_TAMOXIFEN_RESISTANCE_UP ACTA1 ANG ARL4A B2M BCAS1 BST2 BTG3 CACNB3 CPE CRABP1 CTSD CXADR DECR1 E2F1 EBAG9 EGR3 EIF2AK2 EPHX1 GAGE13 GTF2E2 ID1 ID3 IFI27 IFI44 IFI6 IFIT1 IFITM1 IFITM3 IRF2 IRF9 ISG15 LGALS3BP MX1 NMI NMT1 NNAT NRIP1 PITX1 PPP2R2A PROCR PTK6 RNASE4 SCGB2A2 SELENOP SEPHS2 SNX1 TAGLN TFF1 TFF3 TFPI2 TSPAN3 TSPAN8 TUSC3 UGT2B15 BEGUM_TARGETS_OF_PAX3_FOXO1_FUSION_AND_PAX3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BEGUM_TARGETS_OF_PAX3_FOXO1_FUSION_AND_PAX3 FN1 ID4 JAG1 NR2F1 PSTPIP2 PTHLH TOX BEGUM_TARGETS_OF_PAX3_FOXO1_FUSION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BEGUM_TARGETS_OF_PAX3_FOXO1_FUSION_DN AJAP1 BCL2L1 BIN1 BMP1 BMP4 CARD10 CD70 CFD COL5A1 CPEB1 DGKD DHRS3 DKK3 EPHA2 EPHB2 F2RL1 FLNB GADD45B GCNT1 ID1 IL11 ITGA3 ITGB4 JAG2 KCNG1 KIT KLF10 LBH MAFB MYC PDLIM4 RREB1 SEMA3B SERPINE1 SH3BP4 SMAD6 SOX9 STEAP3 THBS2 TIMP3 TNC TNFRSF12A TPD52L1 VDR VEGFA WNT11 BEGUM_TARGETS_OF_PAX3_FOXO1_FUSION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BEGUM_TARGETS_OF_PAX3_FOXO1_FUSION_UP ACADL ADAMTS1 ADAMTS5 AUTS2 CALCRL CDYL CFHR1 CITED1 CLSTN2 CNR1 DACH1 DMD DPYD EPHA4 FARS2 GNAS GNG11 GOLIM4 GPM6A ID4 KAT6B KITLG LIFR LMO4 LRRN3 LTBP1 MAN1A1 MAP2K5 MDFIC NR2F1 NT5E OMD PBX1 PCDH17 PCDH7 PEG10 PERP PITX2 PLN PLSCR4 PLXNC1 PRKAR2B PTPRG SCAMP1 SCML1 SEMA3C SGK1 SH3GLB1 SLIT2 SLIT3 STK17B STX11 TMEFF1 TPBG TPK1 TUBB1 TWSG1 VAV3 ZNF75D BEIER_GLIOMA_STEM_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BEIER_GLIOMA_STEM_CELL_DN AMIGO1 AZIN2 BASP1 BCL2L2 BMP2 BTN2A2 CACNA1A CCND1 CD74 COMMD1 CUEDC1 DDAH2 DTWD1 DUSP3 ECD EIF4E3 EXOC6B FAM167A FBXO6 FTH1 FUCA1 FZD6 GANC GLTP GPN2 GPNMB HBEGF HIF1AN HLA-DMA HLA-DMB HLA-DPA1 HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB1 HNMT IFIT5 IGFBP3 INPP1 KIAA0930 KLF7 LAPTM5 LNX1 LPIN1 LRCH2 MAFIP MAPRE3 MGLL MORN4 NFKBIZ NXPE3 PCNX4 PORCN RIOX2 RNF112 SLC11A2 SNX21 SOS2 SUPT3H SYNE3 TAF8 TCEAL7 TIMP2 TLE3 USP36 YWHAB ZNF717 BEIER_GLIOMA_STEM_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BEIER_GLIOMA_STEM_CELL_UP ABCA1 AKAP7 C18orf54 CHRNA1 COL9A3 CPXM1 EPHA4 FGFR3 GIMAP1 H19 LAMP5 LINC00997 LINC01896 MYO5C NEDD4L NELL2 NRARP NRIP3 NT5C3A OBSL1 PALS2 PEX13 PPP1R17 PROM1 RALGAPA2 RDH10 RDH13 RLBP1 RNF19A RTTN SALL3 SERPING1 SIX1 SLCO4A1 SLITRK1 SOCS6 SV2C TLE1 ZNF224 ZNF516 BENITEZ_GBM_PROTEASOME_INHIBITION_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BENITEZ_GBM_PROTEASOME_INHIBITION_RESPONSE ABHD2 ARMC6 ASNS BTG1 C15orf39 CCND1 COMMD2 DAPK3 DBF4B DENND5A DHFR DTL DVL2 ELP6 EP300 FBXO7 GPATCH2L GPN2 HIF1A HMGCR INKA2 IREB2 KCTD3 KIF1A MAGED2 MAPRE2 MIDN MLF2 MUTYH MXD1 NFIL3 PEG10 PNRC1 PTOV1 RBM12 SESN2 SGTA SKP2 SOX11 SOX4 SUMO2 SUMO4 TLE5 TP53 TP53RK TSTD2 USP22 WEE1 BENNETT_SYSTEMIC_LUPUS_ERYTHEMATOSUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BENNETT_SYSTEMIC_LUPUS_ERYTHEMATOSUS AGRN APOBEC3B CAMP CKAP4 DEFA1 DEFA3 FPR2 IFI35 IFI44L IFIT3 IFITM3 IRF7 ISG15 LGALS3BP LY6E MX1 MX2 OAS1 OAS2 OASL PLSCR1 RNASE2 S100A8 SERPING1 STAT1 TAP1 TDRD7 TNFSF10 XAF1 BENPORATH_CYCLING_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BENPORATH_CYCLING_GENES A1BG A2M ABCA7 ABCC2 ABHD10 ACAP3 ACD ACYP1 ADAMTS1 ADCY6 ADGRE5 ADGRG6 ADH4 AFAP1 AFDN AGFG1 AGPAT3 AHI1 AKAP13 AKIRIN2 AMD1 ANKRD10 ANLN ANP32B ANP32E ANTXR1 AOC2 AOC3 AP3D1 AP3M2 AP4B1 APEX2 ARGLU1 ARHGAP11A ARHGAP19 ARHGAP8 ARHGDIB ARHGEF39 ARL4A ARL6IP1 ARMC1 ASF1B ASIP ASPHD2 ASXL1 ATAD2 ATF7IP ATL2 ATOSA AURKA AURKB BAG3 BAIAP2 BARD1 BBS2 BCLAF1 BIRC2 BIRC5 BIVM BMP2 BORA BRCA1 BRD7 BRD8 BTBD3 BUB1 BUB1B BUB3 BUD23 C4B C6 CADM1 CAPN7 CAPS CASP3 CASP8AP2 CBX3 CCDC14 CCDC90B CCNA2 CCNB1 CCNB2 CCND1 CCNE1 CCNE2 CCNF CD24 CDC16 CDC20 CDC25A CDC25B CDC25C CDC27 CDC42 CDC42EP1 CDC42EP4 CDC45 CDC6 CDC7 CDCA3 CDCA7 CDCA7L CDCA8 CDH24 CDK20 CDK7 CDKL5 CDKN1B CDKN2AIP CDKN2C CDKN2D CDKN3 CDR2 CENPA CENPE CENPF CENPL CENPM CENPQ CENPU CEP44 CEP55 CEP70 CFD CFLAR CHAF1A CHAF1B CHEK2 CHML CIC CIP2A CIT CKAP2 CKAP5 CKS1B CKS2 CLSPN CNIH4 CNN2 CNOT10 COL7A1 COQ6 CPLANE1 CREBZF CRK CRYBA1 CSGALNACT1 CSH2 CTCF CTNND1 CTR9 CTSD CWC15 CXCL14 CYB5R2 CYP4F29P CYTH2 CYTH3 DCAF16 DCAF7 DCTN6 DDX11 DENND11 DEPDC1B DET1 DEXI DHFR DHX8 DIS3 DKC1 DLGAP5 DMTF1 DMXL2 DNA2 DNAJB1 DNAJB4 DNAJB6 DNAJB9 DNAJC3 DNAJC6 DONSON DR1 DSCC1 DSP DTL DUSP4 DYNLL1 DZIP3 E2F1 E2F5 E2F8 EBI3 ECT2 EFHC1 EIF4E ELP3 ENOSF1 ENTREP3 ERN2 ESPL1 EXO1 FABP1 FADD FAM110A FAM83D FAN1 FANCA FANCD2 FANCG FANCI FBXL20 FEM1B FEN1 FKBP1A FLAD1 FOXK2 FOXM1 FRZB FXR1 FYN FZR1 G2E3 G3BP1 GADD45A GAS1 GAS6 GATA2 GCLM GCSH GDF15 GINS2 GINS3 GMNN GNB1 GOLGA8A GON7 GOT1 GPSM2 GRK6 GRPEL1 GSE1 GTSE1 H1-0 H2AC17 H2AC25 H2AC6 H2AX H2BC21 H2BC4 H4C14 H4C2 H4C3 H4C5 H4C8 HAUS5 HAUS8 HCP5 HDAC3 HELLS HERPUD2 HIF1A HJURP HLA-DOA HLA-DRA HMG20B HMGB2 HMGB3 HMGCR HMMR HORMAD1 HOXB4 HP1BP3 HPS4 HRAS HSD17B11 HSF2 HSPA13 HSPA1L HSPA8 HSPB8 IDI2 IDO1 IFIT1 IL18BP ILF2 INPP5K INSIG2 INSM1 INSR INTS7 ITGB3 ITPR1 ITPR3 IVNS1ABP JADE2 JMJD1C JPT1 KANK2 KAT2B KATNA1 KATNBL1 KBTBD2 KCTD2 KCTD9 KDM4A KDM5B KIAA0586 KIAA1586 KIF11 KIF14 KIF20B KIF22 KIF23 KIF2C KIF5B KIFC1 KLF6 KLF9 KMO KMT5AP1 KMT5B KNSTRN KPNA2 KPNB1 KRAS LARP1 LARP7 LBR LENG8 LINC00339 LMNA LMNB1 LMO4 LPP LRIF1 LRRC17 LYAR MAD2L1 MAGT1 MAN1A2 MAP2K6 MAP3K2 MAPK13 MASTL MATN2 MBD4 MCAM MCM2 MCM4 MCM5 MCM6 MCM8 MDC1 MDM1 MDM2 ME3 MED31 MEGF9 MELK MEPCE MET MGAT2 MID1 MIS18BP1 MITF MKI67 MND1 MNT MNX1 MORF4L2 MRI1 MRPL19 MRPS18B MRPS2 MSH2 MTCL1 MUC1 MYCBP2 MZF1 NAB1 NASP NBPF14 NCAPD2 NCAPD3 NCAPH NCOA3 NCOA5 NCS1 NDC80 NDE1 NEIL3 NEK2 NFE2L2 NFIA NFIC NIPBL NKTR NLRP2 NMB NNMT NPAT NR3C1 NSUN3 NT5DC1 NUCKS1 NUDT13 NUDT4 NUF2 NUP160 NUP37 NUP43 NUP98 NUSAP1 ODF2 OGT OLR1 ORC1 ORC3 ORMDL1 OSBPL6 OSER1 OSGIN2 OTULINL PAK1IP1 PANK2 PASK PATJ PBK PCED1A PCF11 PCLAF PCNA PDGFA PDXP PIF1 PIK3CD PIMREG PKMYT1 PKNOX1 PLCXD1 PLIN3 PLK1 PLK2 PNN POC1A POGLUT2 POLA1 POLD3 POLQ POM121 PPP1R10 PPP1R2 PPP2CA PPP3CA PPP6R3 PRC1 PRIM1 PRIM2 PRKAR1A PRPSAP1 PRR11 PRR16 PSEN1 PSMD11 PSMG3 PTMS PTP4A1 PTPN9 PTTG1 PWP1 PYM1 QRICH1 RAB23 RAB3A RAD18 RAD21 RAD51 RAD51AP1 RAD51C RAD54L RAN RANGAP1 RBBP8 RBM8A RCAN1 RCCD1 RECQL4 REEP1 RERE RFC2 RFC4 RGS3 RHEB RHNO1 RHOBTB3 RIDA RMI1 RNF113A RNF126 RNPC3 RNPS1 ROCK1 RPA2 RPL13A RPL27A RPS25 RRM1 RRM2 RRP1 RSRC2 RUNX1 SAP30 SAP30BP SDC1 SEC62 SELENON SEPHS1 SERPINB3 SFPQ SGK1 SH3GL2 SHC1 SHCBP1 SHTN1 SINHCAF SLBP SLC17A2 SLC22A3 SLC25A27 SLC25A36 SLC38A2 SLC39A10 SLC44A2 SLC4A1AP SLF2 SMARCB1 SMARCD1 SMC4 SMTN SNUPN SPAG5 SPDL1 SRD5A1 SRF SRSF10 SRSF3 SRSF5 SRSF7 SS18 SSR3 STAG1 STAG3 STAG3L1 STAT1 STAT5B STIL SUCLG2 SV2B SYNCRIP TAB2 TACC3 TFAP2A TFF3 TGIF1 THRAP3 TIMP1 TIPIN TLE3 TMEM132A TMEM138 TMPO TNPO2 TOB2 TOMM34 TOMM70 TOP1 TOP2A TOP3A TOPBP1 TPX2 TRA2A TRAIP TRIM45 TRIP13 TRMT2A TROAP TSC22D1 TSG101 TSKU TSN TTC31 TTC38 TTF2 TTK TUBA1A TUBA3C TUBB2A TUBB4B TUBD1 TULP4 TXNDC9 TXNRD1 TYMS UACA UBE2C UBE2D3 UBE2S UBE2T UBL3 UBQLN2 UBR7 UHRF1 UNG USB1 USP1 USP13 USP16 USP53 USP6NL VANGL1 VCAM1 VCL VEGFC VPS25 VPS37C VPS72 VTA1 WDR62 WSB1 YWHAH ZBED5 ZBTB7A ZC3HC1 ZCCHC10 ZMYM1 ZNF207 ZNF217 ZNF281 ZNF414 ZNF521 ZNF587 ZNF593 ZNFX1 ZNHIT2 ZPBP ZRANB2 ZSCAN5A ZWINT BENPORATH_EED_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BENPORATH_EED_TARGETS AATF ABCA8 ABCC8 ABHD15 ABTB2 ACP7 ACVR1C ACYP2 ADAMTS15 ADAMTS18 ADAMTS5 ADAP2 ADARB2 ADCY4 ADCY8 ADCYAP1 ADGRG6 ADGRL3 ADM ADRA1A ADRA2A ADRB1 ADRB3 AFF2 AHR ALKAL1 ALOX15 ALOX5 ALX1 ALX3 ALX4 AMOT ANKRD13C ANKRD18A ANKRD18B ANKRD19P ANKRD20A1 ANKRD20A2P ANKRD20A3P ANKRD20A5P ANKRD20A8P ANKRD27 ANKRD9 ANOS1 ANXA2R ANXA2R-AS1 APBB1IP APOO AQP5 ARHGAP20 ARID1A ARID3C ARL9 ASAH1 ASCL1 ASCL2 ASTN1 ASTN2 ASXL1 ATAD3B ATF3 ATOH1 ATOH8 ATP1B3 AUTS2 B4GALNT1 B4GALNT2 B4GALT6 BACH2 BAIAP2 BAIAP2-DT BARHL1 BARHL2 BARX1 BARX2 BATF3 BCL2 BCL2L10 BHLHE22 BHLHE23 BHLHE41 BMAL1 BMI1 BMP3 BMP6 BMP8A BMPR1B BNC1 BRINP2 BRINP3 BTG2 BTG4 BVES C11orf87 C17orf100 C1orf122 C2CD4A C7orf57 CA10 CA3 CACNA1B CACNA1D CACNA1E CACNA1G CALCA CALCR CAMK2B CAMK2N1 CASZ1 CBLN1 CBLN4 CBR3 CBX8 CCBE1 CCDC140 CCDC170 CCN2 CD34 CD44 CD70 CD8A CDC7 CDH23 CDH7 CDK5R2 CDKN2C CDT1 CDX2 CEBPD CEMIP CENPL CFAP276 CFAP299 CFAP91 CFTR CGB7 CGB8 CH25H CHN2 CHODL CHRD CHRDL2 CHST8 CIDEA CITED1 CLCN5 CLEC14A CLIC5 CLIP4 CLSTN2 CLTRN CMTM2 CNNM1 CNNM2 CNRIP1 CNTFR COCH COL12A1 COL19A1 COL24A1 COL25A1 COL27A1 COL2A1 COL4A5 COL4A6 COL9A2 COLEC12 COLGALT2 COMP CORO6 CRACDL CREG2 CRHBP CRHR1 CRLF1 CRTAC1 CRYBA2 CRYBG1 CSMD1 CSMD3 CSNK1E CTCF CTNND2 CTSD CUEDC1 CUL4A CXCL12 CXCL14 CXCL16 CXorf58 CYP1B1 CYP24A1 CYP26A1 CYP26B1 CYP26C1 CYP27B1 DACH1 DACH2 DARS2 DCC DCHS2 DCLK1 DCLK2 DDAH1 DENND3 DGKG DGKI DHH DHRS13 DIO3 DKK1 DKK2 DLGAP5 DLK1 DLL4 DLX1 DLX2 DLX3 DLX4 DLX5 DMRT1 DMRT2 DMRT3 DMRTC1 DNAJC22 DOCK11 DOK6 DPF3 DPY19L2 DPY19L2P2 DRD4 DRD5 DSC3 DSCAML1 DSP DUOX1 DUOX2 DUOXA1 DUOXA2 DUSP4 EBF1 ECEL1 EDEM2 EEF1D EEF2 EFNA1 EFNA3 EGFL6 EGFR EGR3 EGR4 ELAPOR1 ELAVL1 ELAVL2 ELMOD1 ELOVL2 EML5 EMX2 EN1 EN2 ENSG00000255537 EOMES EPAS1 EPB41L4A EPB41L4A-DT EPB41L4B EPHA5 EPHB1 EPHB3 EPHX3 EPS8 ERBB4 ERICH5 ESAM ESPN ESX1 ESYT3 ETV7 EVA1C EVX1 EYA2 EYA4 F2R FAM163A FAM168B FAM43B FAM81A FAM89A FARSA FBLN7 FBN2 FBP1 FBXL14 FBXL8 FBXO3 FBXO39 FERD3L FEV FEZ1 FEZF2 FFAR4 FGF10 FGF20 FGF3 FGF5 FGF9 FIGLA FLI1 FLRT2 FNDC1 FOS FOXA2 FOXB1 FOXC1 FOXD2 FOXD3 FOXD4L1 FOXD4L3 FOXD4L4 FOXE1 FOXF1 FOXF2 FOXG1 FOXJ1 FOXL1 FOXL2 FOXQ1 FRMD3 FRMPD4 FUCA2 FUT4 FUZ FZD1 FZD10 FZD2 FZD8 GABRA2 GABRA4 GABRB2 GAD1 GAD2 GADD45G GALNT10 GALNT18 GALR2 GATA2 GATA3 GATA3-AS1 GATA4 GATA6 GBX2 GCM2 GDA GDF6 GDF7 GDNF GFI1 GFRA1 GHR GHSR GIMAP5 GINS1 GJB2 GJD2 GLIPR2 GNA14 GPAT3 GPC5 GPM6B GPR101 GPR12 GPR50 GPR6 GPR88 GREB1L GRIA2 GRID1 GRIK1 GRIK3 GRIN3A GRK5 GRM3 GRM7 GSC GSC2 GSDME GSTA4 GSX1 GSX2 GUCY1A1 GUCY2D H1-0 H2AC11 H2AC12 H2AC13 H2AC15 H2AC16 H2AC17 H2AC18 H2AX H2BC12 H2BC13 H2BC17 H3C1 H3C10 H3C11 H3C12 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HAND1 HAND2 HAP1 HBA1 HBA2 HCG9 HES2 HES7 HEY1 HHAT HHEX HHIP HHLA3 HIC1 HLA-A HLA-B HLA-C HLA-G HLF HLX HMX2 HMX3 HNF1B HNRNPM HOPX HOXA1 HOXA10 HOXA13 HOXA2 HOXA3 HOXA4 HOXA6 HOXA7 HOXA9 HOXB1 HOXB13 HOXB2 HOXB3 HOXB6 HOXB7 HOXB8 HOXC11 HOXC12 HOXC13 HOXC4 HOXC5 HOXC6 HOXC8 HOXC9 HOXD1 HOXD11 HOXD12 HOXD13 HOXD3 HOXD4 HOXD8 HOXD9 HPCAL4 HPSE2 HRK HS3ST3B1 HS6ST1P1 HS6ST3 HSF4 HSPA1A HSPA1B HSPA1L HSPA6 HTR1A HTR1B HTR1E HTR2C HTR7 HTRA1 HYOU1 ICAM5 IER5L IGF2 IGF2-AS IGFBP3 IGFBP7 IGSF21 IKZF3 IL1RAPL2 IL20RA IL7 ILDR2 INA INHBB INPP4A INSM2 INSRR INTS4P1 INTU IRAK3 IRX2-DT IRX3 IRX4 IRX5 ISL1 ISL2 ITGA4 ITPKA JMJD1C JUN KAZALD1 KCNA1 KCNA3 KCNAB1 KCNC2 KCNC4 KCND3 KCNH1 KCNH3 KCNJ2 KCNJ6 KCNK12 KCNK13 KCNK17 KCNK2 KCNK4 KCNMA1 KCNQ1 KCNQ3 KCNQ5 KCNV1 KIRREL3 KL KLF4 KLHL35 KLK4 KY LAMP5 LAYN LBX1 LCORL LGALS3 LGR5 LHFPL3 LHX2 LHX4 LHX5 LHX6 LHX8 LINC02875 LMO1 LMX1B LONRF3 LOX LPL LRATD1 LRCH2 LRFN2 LRFN5 LRP2 LRRC47 LRRC71 LRRTM1 LTBP2 LTK LYPD1 LYSMD2 MAB21L1 MAB21L2 MAF MAFB MAGI2 MAL MAP3K3 MAP3K5 MAP7D2 MAPK4 MAPT MCHR2 MCOLN3 MDGA1 MED11 MED31 MEGF11 MEOX2 MESP1 METRNL MGARP MICB MID1 MIR137HG MKX MLLT3 MLNR MMD2 MNX1 MOB2 MORF4L2 MOXD1 MPHOSPH6 MRPS18B MSC MSX1 MSX2 MT1A MT1B MT1DP MT1H MT1JP MT1M MT1P3 MT1X MTSS1 MYB MYF6 MYO5B MYOD1 NAGS NAV2 NBPF11 NCAM1 NDUFA13 NDUFA4L2 NEFL NEFM NELL1 NEURL1 NEUROD1 NEUROD2 NEUROG1 NEUROG2 NEUROG3 NFIX NGB NINL NKAIN2 NKPD1 NKX2-1 NKX2-2 NKX2-3 NKX2-5 NKX2-8 NKX3-1 NKX3-2 NKX6-1 NKX6-2 NOG NOL4 NPAS1 NPAS4 NPNT NPPC NPR3 NPTX1 NPTX2 NPY1R NR2E1 NR2F2 NR4A3 NRCAM NRG1 NRG2 NRIP3 NRN1 NT5C1A NTN1 NTN4 NTNG2 NTRK1 NTRK2 NXPH4 OAF OCA2 OGFRL1 OLFML2B OLIG1 OLIG2 OLIG3 ONECUT1 ONECUT2 OPRD1 OR8A1 OSR1 OTOP1 OTOP2 OTOP3 OTP OTUD6B OTX1 OTX2 OXCT2 P2RX5 PABPC1L2A PAPOLA PAPPA PARD3 PARM1 PARP12 PAX1 PAX2 PAX3 PAX6 PAX7 PAX8 PAX9 PCDH10 PCDH17 PCDH8 PCID2 PCSK1N PDE10A PDE4DIP PDE8A PDGFRA PDX1 PDZD2 PENK PGM5 PGR PHF3 PHOX2A PHOX2B PIGZ PIP5K1B PIR PITX1 PITX2 PITX3 PKNOX2 PKP1 PLA2G7 PLCB1 PLEC PLEKHJ1 PLPPR1 PLXNA2 PLXNC1 PLXND1 PMP22 PNRC2 PODN POLE POLR2I POU3F1 POU3F2 POU3F4 POU4F1 POU4F2 POU4F3 PPM1E PPP1R10 PPP1R14C PRAC1 PRDM12 PRDM13 PRDM14 PRELID1 PRICKLE1 PRKCB PRKCE PRKG1 PRLHR PROK2 PSD2 PTAR1 PTF1A PTGDR PTGER2 PTGER3 PTGER4 PTGFR PTGR3 PTH2 PTHLH PTPRT PTPRU PXMP2 PYY QRFPR RAB24 RAB32 RAB6C RAI2 RASGRF1 RASGRP1 RASL10A RASSF5 RAX RBM24 RBP4 RELN REPS2 RFX6 RGCC RGS10 RGS20 RGS6 RGS9BP RIMBP3 RIMBP3B RIMBP3C RIMKLA RIN3 RIPK3 RNF128 RNF152 ROBO3 RPRML RPS6KA6 RSL1D1 RSPO1 RSPO2 RSPO3 RTL4 RTN4RL2 RUNX2 RYR3 SATB2-AS1 SCD5 SCIN SCN4B SCNN1G SCRN1 SCTR SCUBE3 SDC2 SELENOS SEMA6D SERTM1 SETD7 SF3A2 SFRP1 SFRP4 SFRP5 SGPP2 SHC4 SHH SHISA2 SHISA6 SHOX SHOX2 SHQ1 SHROOM1 SIDT1 SIM1 SIM2 SIX1 SIX2 SIX3 SIX5 SIX6 SLC10A4 SLC18A3 SLC1A2 SLC1A4 SLC22A3 SLC24A4 SLC25A33 SLC26A4 SLC27A2 SLC30A2 SLC30A3 SLC30A4 SLC32A1 SLC35D3 SLC35F3 SLC6A1 SLC6A10P SLC6A3 SLC6A5 SLC8A3 SLC9A2 SLC9A3 SLCO2A1 SLCO4A1 SLCO5A1 SLFN11 SLIT1 SLIT2 SLITRK1 SLITRK3 SLITRK4 SNAP91 SOD3 SORCS1 SORCS2 SORCS3 SOX1 SOX14 SOX17 SOX21 SOX3 SOX5 SOX7 SPAG6 SPOCK3 SPON1 SRD5A2 SRRM2 SSTR1 SSTR2 ST8SIA1 ST8SIA2 ST8SIA5 STC2 STEAP4 STK17A STK32B STMN2 STXBP6 SUSD4 SV2B SYT10 SYT12 TAC1 TAFA4 TAL1 TAP1 TBCB TBL3 TBR1 TBX1 TBX2 TBX20 TBX21 TBX22 TBX3 TBX5 TBXT TCEA3 TCEAL8 TCF15 TCF21 TET2 TFAP2B TFAP2D TFAP2E TGFA TGFB2 THBD TIGD5 TLL1 TLX1 TLX2 TLX3 TM6SF1 TMEFF2 TMEM106C TMEM132E TMEM132E-DT TMEM26 TMEM30B TMEM59L TMEM65 TMEM88 TMOD2 TNFRSF11A TNFRSF25 TP73 TPPP3 TRADD TRH TRHDE TRHDE-AS1 TRIM36 TRIM67 TRIM7 TRIM9 TRMO TRPA1 TRPC5 TSLP TSPAN6 TSSK6 TTPA TTYH1 TUBA4A TUBA4B TWIST1 U2AF2 UAP1L1 UBE2K UCN UCP1 ULBP1 ULBP2 UNC5C UPF3A UQCR10 URI1 USH1G VASH1 VAX1 VAX2 VDR VGF VGLL2 VIPR2 VSIG2 VSTM4 VSX1 VSX2 VWA3B WASL WLS WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT3A WNT6 WNT7A WRAP73 WT1 WT1-AS YAF2 YRDC ZBTB16 ZBTB7A ZCCHC14 ZCCHC2 ZEB2 ZFHX3 ZFYVE28 ZIC1 ZIC2 ZIC4 ZMAT5 ZMYND15 ZNF335 ZNF365 ZNF436 ZNF436-AS1 ZNF503 ZNF517 ZNF711 BENPORATH_ES_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BENPORATH_ES_1 AASS ABCE1 ABHD17B ACTA1 ACTC1 ACTN3 ADA2 ADAM23 ADD2 ADGRG2 AEN AKIRIN1 ALPL AMD1 ANGEL2 ANOS1 AP1M2 ARL5B ATP1A2 AURKB AUTS2 AZIN1 BCL2L12 BIRC5 BMPR1A BOP1 BRIX1 BRWD1 BUB1 BUB1B BUB3 C1QBP CACHD1 CAMKV CAPRIN2 CASP3 CBS CBX5 CCAR1 CCNA2 CCNB1 CD24 CDC20 CDC25A CDC6 CDCA5 CDK1 CDT1 CEBPZ CER1 CHAF1A CHEK1 CHEK2 CHST7 CKMT1A CLDN6 CNMD CNTNAP2 COBL COCH CRABP1 CRABP2 CRMP1 CSE1L CTSC CXADR CYP26A1 CYP2S1 DBNDD1 DCLK1 DDIAS DDX18 DDX21 DEK DHFR DIAPH2 DIDO1 DLG3 DLGAP5 DMKN DNA2 DNAJB6 DNMT3A DNMT3B DPPA4 DSCC1 DSG2 ECT2 EGLN3 ELOVL6 EPB41L4B EPCAM EPHA1 EPRS1 ERBB2 ERCC6L ESF1 ESRP1 ETV1 ETV4 EXOSC5 EXOSC9 FABP5 FANCL FEN1 FGF13 FGF2 FGFR1 FKBP5 FOXD3 FOXO1 FRAT2 FUBP1 FXR1 FZD5 FZD7 G3BP1 G3BP2 GABRA5 GABRB3 GAD1 GAL GART GDF3 GINS2 GINS4 GJA1 GLDC GMNN GNL3 GNPTAB GPC4 GPM6B GPR176 GPR19 GPRC5B HAS3 HELLS HESX1 HMGA1 HMGB3 HMMR HNRNPAB HOMER1 HPS3 HSPA4 HSPA8 HSPD1 ICE2 IDO1 IFITM1 IGF2BP2 IGF2BP3 ILF3 INTS13 ITPR3 JADE1 JARID2 KAT7 KCNS3 KIF2C KIF4A KIF5C KIFC2 KLHL7 KLKB1 KPNA2 KRT8 L1TD1 LARGE2 LARP7 LCK LEFTY1 LGALS8 LGR4 LIN28A LRIG1 LRP8 LRRN1 LSR LYPLA1 M6PR MAD2L2 MAK16 MAL2 MAN2A1 MAP7 MARS1 MAT2A MCM10 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MDN1 MED14 MFGE8 MGME1 MGST1 MICB MIR124-1HG MIS18A MIS18BP1 MRE11 MRS2 MSH2 MSH6 MTA3 MTF2 MTHFD1 MTHFD2 MYO19 NAA15 NANOG NASP NCAPG2 NCAPH NDC1 NDUFAF4 NFE2L3 NFYB NLGN4X NLN NMRK2 NMU NOC3L NODAL NOL11 NOLC1 NOP16 NOP56 NPM1 NPM3 NTHL1 NTS NUDT1 NUDT15 NUDT21 NUP107 NUP37 OAZ2 OIP5 OLFM1 ORC1 PAICS PAK1 PAK1IP1 PARP1 PARPBP PASK PCDH1 PDCD2 PDK1 PFAS PIK3CB PIM2 PIMREG PIPOX PITPNC1 PLAAT3 PLCB3 PLPP1 PMAIP1 PNISR PNN PODXL POLE2 POLR3G POU5F1 PPM1B PPP2R1B PPP2R2B PRDM14 PRIM1 PRIM2 PRKD3 PRKX PRMT3 PROM1 PRPF40A PRPS1 PSIP1 PTPN2 PTPRZ1 PTTG1 PUS1 PUS7 PYCR2 RAB3B RABGAP1L RAD51AP1 RAD54B RAP1GAP2 RARRES2 RBBP8 RCC1L RCC2 RFC3 RFC4 RNF138 ROBO1 RPS24 RRAS2 RRM2 RRP15 RUVBL1 SALL1 SALL2 SALL4 SCGB3A2 SCNN1A SEMA6A SEPHS1 SERBP1 SFRP1 SFRP2 SINHCAF SIRT1 SLC13A3 SLC16A1 SLC29A1 SLC38A1 SLC39A10 SLC6A8 SLC7A3 SMS SNRPA SNRPN SORL1 SOX2 SPC25 SPRY4 SRA1 SRSF1 SRSF7 SSB ST6GAL1 SYNGR3 TCF7L1 TDGF1 TDRP TEAD4 TENT5B TERF1 TFAM THEMIS2 TIA1 TMEFF1 TMEM177 TMPO TMX1 TNNT1 TNPO3 TRIM22 TRIM24 TTLL12 TUBB2B TUBB4B UGP2 UNG USO1 USP44 USP9X UTF1 VRTN VSNL1 WDHD1 WDR12 ZGRF1 ZIC2 ZIC3 ZNF195 ZNF267 ZNF398 ZNF589 ZNF770 ZSCAN10 BENPORATH_ES_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BENPORATH_ES_2 AEN CDC25A CHEK2 CLDN6 CYP26A1 DBNDD1 DNMT3A DSCC1 DTYMK EPHA1 EPHX3 ERCC6L ETV4 GDF3 GJC1 GOLGA7 GPR19 HELLS HESX1 L1TD1 LIN28A LPAR4 MCM10 MYBL2 NANOG NCAPH ORC1 ORC2 POU5F1 PRDM14 PRKD3 PWP2 RBM4 RRP9 SLC5A6 TDGF1 TXLNG VRTN WSCD1 ZIC3 BENPORATH_ES_CORE_NINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BENPORATH_ES_CORE_NINE HMGA1 HMGB3 ILF3 KLF5 MYBL2 NFE2L3 TCF7L1 TEAD4 ZIC1 BENPORATH_ES_CORE_NINE_CORRELATED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BENPORATH_ES_CORE_NINE_CORRELATED ATF4 BCL11A BCL11B CALR CBFB CEBPB CEBPG CREB3L2 DEK DMRT1 DR1 E2F1 E2F3 E2F8 EED ELF4 ELF5 EN1 ETV6 ETV7 EZH2 FOXC1 FOXG1 FOXK2 FOXM1 GATA6 GATAD2A GTF2H4 GTF3C2 HDAC2 HIF1A HIVEP1 HMGA1 HMGB2 HMGB3 HSF1 HTATIP2 ID4 ILF2 ILF3 IRF1 KDM1A KLF11 KLF5 LMO4 MAFG MDFI MED8 MLXIP MSL3 MYBBP1A MYBL1 MYBL2 MYC NFE2L3 NFIB NFIL3 NFKBIE NMI NSD2 PAX6 PLAGL2 PNRC1 POLR1E RBL1 RELB RUNX3 SAP30 SIX3 SMARCA4 SOX10 SOX11 SOX4 SOX9 SPIB SRF SSRP1 STAT1 SUPT5H TAF2 TBPL1 TBX19 TCF20 TCF7L1 TEAD4 TFAP2C TFCP2L1 TFDP1 TFDP2 TGIF2 TLE1 TRIP13 VGLL1 VGLL4 WDHD1 WWTR1 YBX1 YEATS2 ZBTB5 ZIC1 BENPORATH_ES_WITH_H3K27ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BENPORATH_ES_WITH_H3K27ME3 AATF ABCC3 ABCC8 ABCG4 ABTB2 ACADL ACAN ACP7 ACTL6B ADAM15 ADAM22 ADAMTS15 ADAMTS17 ADAMTS18 ADAP2 ADARB2 ADCY4 ADCY8 ADCYAP1 ADGRA2 ADGRB2 ADGRL3 ADRA1A ADRA2A ADRB1 ADRB3 AGAP2 ALKAL1 ALOX15 ALOXE3 ALX3 ALX4 AMELX AMER2 AMN AMPH ANKRD18A ANKRD18B ANKRD19P ANKRD20A1 ANKRD20A2P ANKRD20A3P ANKRD20A5P ANKRD20A8P ANKRD27 ANKRD35 ANXA2R ANXA2R-AS1 APBA1 AQP5 ARHGAP20 ARHGEF38 ARHGEF7 ARID3C ARID5B ARL10 ARL5C ARL9 ASCL1 ASCL2 ASCL4 ASIC1 ASTN1 ASTN2 ATF3 ATOH1 ATOH8 ATP1A3 AVPR1B AZIN2 B4GALNT1 B4GALNT2 BARHL1 BARHL2 BARX1 BARX2 BATF3 BCAN BCL2 BHLHE22 BHLHE23 BHLHE41 BLVRB BMAL1 BMP6 BMP8A BMX BNC1 BRINP2 BRINP3 BTG2 C14orf132 C17orf100 C1QL1 C1QTNF5 C1orf115 C1orf94 C2CD4A CA10 CA7 CACNA1A CACNA1B CACNA1D CACNA1E CACNA1G CACNB3 CACNB4 CACNG3 CACNG8 CADM4 CALCA CALCR CAMK2B CAMK2N1 CAMK2N2 CASZ1 CBLN1 CBLN4 CBR3 CBX4 CBX8 CCDC140 CCDC50 CCDC96 CCNA1 CD34 CD38 CD47 CD70 CD8A CDC20B CDH23 CDH4 CDH6 CDH7 CDK5R2 CDKN2C CDX1 CDX2 CEMIP CERKL CFAP276 CFAP91 CGB7 CGB8 CH25H CHAD CHD5 CHDH CHN2 CHODL CHRD CHRDL1 CHRDL2 CHST8 CIART CIDEA CITED1 CLCN5 CLEC14A CLEC4G CLIC5 CLIP4 CLSTN2 CLTRN CLXN CMTM2 CNNM1 CNNM2 CNRIP1 CNTFR CNTN2 CNTNAP5 COL12A1 COL24A1 COL25A1 COL27A1 COL2A1 COL4A5 COL4A6 COL8A1 COL9A2 COLEC12 COLGALT2 COMMD3 COMP CORO6 COX6B2 CPM CR2 CRH CRHR1 CRIP1 CRLF1 CRMP1 CRTAC1 CRYBA2 CRYBG1 CRYL1 CSF1 CSMD1 CSMD2 CSMD3 CTNND2 CWH43 CXCL14 CXCL16 CYP24A1 CYP26A1 CYP26B1 CYP26C1 CYP27B1 CYP2A13 CYP2A6 CYP2A7 CYP2J2 CYP39A1 DACH1 DACH2 DCC DCHS2 DCLK1 DCLK2 DCX DDAH1 DDX25 DGKG DGKI DHH DIO3 DKK1 DKK2 DLK1 DLK2 DLL4 DLX1 DLX2 DLX3 DLX4 DLX5 DMRT1 DMRT2 DMRT3 DNAJC22 DNER DOK6 DPF3 DPP6 DPY19L2 DPY19L2P2 DPYSL5 DRD4 DRD5 DSC3 DSCAML1 DTNB DUOX1 DUOX2 DUOXA1 DUOXA2 DUSP15 DUSP4 DUSP6 DUSP8 DYNC1I1 EBF1 EBF3 ECEL1 EFNA1 EFNA3 EGFL6 EGFLAM EGR2 EGR3 EGR4 EIF4E3 ELAPOR1 ELAVL2 ELAVL3 ELMOD1 ELOVL2 ELOVL3 EN1 EN2 ENSG00000255537 ENTPD2 ENTPD3 EOMES EPAS1 EPB41L4A EPB41L4A-DT EPHA10 EPHA3 EPHA4 EPHA5 EPHB1 EPHB3 ERBB4 ERICH5 ERO1B ESAM ESPN ESR1 ESX1 ETV7 EVA1C EVX1 EXOC3L2 EYA4 F2R FAM163A FAM167A FAM43B FAM78A FAM81A FAM89A FBLN5 FBLN7 FBN1 FBN2 FBP1 FBXL14 FBXL8 FBXO25 FBXO3 FERD3L FEV FEZ1 FEZF2 FFAR4 FGF11 FGF20 FGF3 FGF5 FGF8 FGF9 FIGLA FLI1 FLRT2 FNDC1 FNDC5 FOXA2 FOXB1 FOXC1 FOXD2 FOXD3 FOXD4L1 FOXD4L3 FOXD4L4 FOXE1 FOXE3 FOXF1 FOXF2 FOXG1 FOXJ1 FOXL1 FOXL2 FOXQ1 FRAT1 FRMD3 FRMPD1 FRMPD4 FUCA1 FUT4 FUT9 FXYD7 FZD1 FZD10 FZD2 GAB3 GABBR2 GABRA2 GABRA4 GABRB2 GABRG3 GAD2 GALNT16 GALNT18 GALR2 GAST GATA2 GATA3 GATA3-AS1 GATA4 GATA6 GBX2 GCC1 GCM2 GDF6 GDF7 GDNF GHR GHSR GIMAP5 GJB2 GJD2 GKAP1 GLB1L2 GLIPR2 GNA14 GNAO1 GPAT3 GPC3 GPC5 GPD1L GPM6B GPR101 GPR12 GPR150 GPR174 GPR26 GPR6 GPR62 GPR88 GRB10 GRHL3 GRIA2 GRID1 GRIK1 GRIK3 GRIN1 GRIN2D GRIN3A GRK3 GRK5 GRM6 GRM7 GSC GSC2 GSN GSX1 GSX2 GUCY1A1 GUCY2D HAND1 HAND2 HBA1 HBA2 HCG9 HCN4 HES2 HES3 HES5 HES7 HEY1 HEYL HHAT HHEX HHIP HIC1 HLA-A HLA-B HLA-C HLA-F HLX HMX2 HMX3 HNF1B HOXA1 HOXA10 HOXA13 HOXA2 HOXA3 HOXA4 HOXA6 HOXA7 HOXA9 HOXB1 HOXB13 HOXB2 HOXB3 HOXB6 HOXB7 HOXB8 HOXC11 HOXC12 HOXC4 HOXC5 HOXC6 HOXC8 HOXD1 HOXD12 HOXD13 HOXD3 HOXD4 HOXD8 HOXD9 HPCAL4 HPSE HPSE2 HR HRK HS3ST2 HS3ST3B1 HS3ST4 HS6ST1P1 HS6ST3 HSF4 HSPA1A HSPA1B HSPA1L HSPA6 HTR1A HTR2C HTR6 HTR7 HTRA3 ICAM4 ICAM5 IGF2-AS IGFBP1 IGFBP3 IGSF21 IHH IKZF3 IL10RA IL11 IL17D IL17RB IL1RAPL2 IL7 ILDR2 IMPDH1 INA INKA1 INSM2 INSRR INTS4P1 IRF4 IRX1 IRX3 IRX4 IRX5 ISL1 ISL2 ITGA4 ITIH5 ITPKA JUN KAZALD1 KCNA1 KCNA3 KCNA5 KCNAB1 KCNC2 KCNC4 KCND3 KCNF1 KCNH1 KCNH3 KCNH7 KCNIP2 KCNIP4 KCNJ10 KCNJ3 KCNJ4 KCNJ5-AS1 KCNJ9 KCNK12 KCNK13 KCNK17 KCNK2 KCNK3 KCNK4 KCNMA1 KCNQ1 KCNQ3 KCNQ5 KCNS2 KCNS3 KCNV1 KIAA1191 KIRREL3 KIRREL3-AS3 KISS1R KL KLF4 KLHL1 KLHL13 KLHL14 KLHL17 KLHL35 KLK4 KY LAMB1 LAMP5 LAYN LBX1 LEF1 LEKR1 LGALS3 LGI3 LGR5 LHFPL3 LHX2 LHX3 LHX4 LHX5 LHX6 LHX8 LINC01101 LINC01138 LINC02875 LMO1 LMOD1 LMX1B LOC154761 LONRF3 LPL LRAT LRATD1 LRBA LRCH2 LRFN2 LRFN5 LRP2 LRRC71 LRRTM1 LTBP2 LTK LY6H LYSMD2 MAB21L1 MAB21L2 MADCAM1 MAFB MAL MAN1C1 MAP6 MAPK4 MAPK8IP2 MAPT MAST4 MCOLN3 MECOM MED31 MEIS1 MEOX2 MESP1 METRNL MFSD4A MGARP MICB MIR137HG MKX MLLT3 MLPH MLXIPL MMD2 MMP2 MNX1 MSC MSX1 MSX2 MT1A MT1B MT1DP MT1H MT1M MT3 MXRA7 MYB MYF6 MYO5B MYOD1 NAGS NAV2 NBL1 NBPF11 NCAM1 NCCRP1 NDRG1 NDUFA4L2 NEFH NEFL NEFM NEGR1 NELL1 NEURL1 NEUROD1 NEUROD2 NEUROG1 NEUROG2 NEUROG3 NFIA NFIC NFIX NGF NGFR NIBAN1 NIM1K NIN NKAIN2 NKPD1 NKX2-1 NKX2-2 NKX2-3 NKX2-5 NKX2-8 NKX3-1 NKX3-2 NKX6-1 NKX6-2 NOC2L NOL4 NOTUM NOVA2 NOXO1 NPAS1 NPAS2 NPAS4 NPNT NPR1 NPR3 NPTX1 NPY1R NPY5R NR2E1 NR2F2 NR4A3 NRG1 NRG2 NRGN NRIP3 NRN1 NRXN1 NT5C1A NTN1 NTNG2 NTRK1 NTRK2 NXPH4 OAF OCA2 OLFML2B OLIG2 OLIG3 ONECUT1 ONECUT2 OPRD1 OSBP2 OSR1 OSR2 OTOP1 OTOP2 OTOP3 OTP OTX1 OTX2 OVOL1 OXCT2 P2RX5 PABPC1L2A PADI2 PAPPA PARD3B PARM1 PARP8 PAX1 PAX2 PAX3 PAX5 PAX6 PAX7 PAX8 PAX9 PCDH17 PCDH8 PCDHGC4 PCGF5 PCSK2 PDE10A PDE1B PDE4DIP PDE8A PDE8B PDGFRA PDX1 PDZD2 PENK PGM5 PGR PHLDB1 PHOX2A PHOX2B PHYHIPL PIGZ PIP5K1B PIR PITX1 PITX2 PITX3 PKNOX2 PKP1 PLEC PLLP PLP1 PLPPR1 PLXNA2 PLXNC1 PMP22 PODN POLE POLR3GL POMC POU3F1 POU3F2 POU3F4 POU4F1 POU4F2 POU4F3 PPM1E PPP1R13B PPP1R14C PRAC1 PRDM12 PRDM13 PRKAG2 PRKCB PRKCE PRKCH PRKD1 PRKG1 PRLHR PROK2 PRR18 PRRT1 PRSS12 PRUNE2 PSD2 PTF1A PTGDR PTGER2 PTGER3 PTGER4 PTGFR PTGR3 PTH2 PTHLH PTPRN2 PTPRT PTPRU PXMP2 PYY RAB11FIP3 RAB33A RAB40B RAB6C RAB9B RAMP1 RAPGEF4 RARA RARRES2 RASGEF1C RASGRF1 RASL10A RASSF5 RAX RBBP7 RBP4 RBP7 RCSD1 REEP1 REPS2 RFX4 RFX6 RGCC RGS10 RGS20 RGS9 RGS9BP RIMBP3 RIMBP3B RIMBP3C RIMKLA RIMS4 RIPK3 RIPPLY2 RNF128 RNF2 RNPEPL1 ROBO3 RPRML RPS6KA2 RPS6KA6 RSPO1 RSPO2 RSPO3 RTBDN RTL4 RTL5 RTN4RL2 RUNX2 RXRG RYR3 SAMD11 SATB2 SATB2-AS1 SCD5 SCIN SCN4B SCNN1G SCTR SCUBE3 SECTM1 SEMA3B SEMA4F SEMA6D SERTM1 SEZ6 SFRP1 SFRP4 SFRP5 SFTPC SGPP2 SH3GL2 SHC4 SHH SHISA6 SHISAL2A SHOX SHOX2 SIDT1 SIM1 SIM2 SIX1 SIX2 SIX3 SIX6 SKAP1 SLC10A4 SLC16A11 SLC17A6 SLC17A7 SLC1A2 SLC1A4 SLC22A3 SLC24A4 SLC25A27 SLC26A4 SLC26A5 SLC27A2 SLC30A10 SLC30A2 SLC30A3 SLC30A4 SLC32A1 SLC35D3 SLC35F3 SLC35G1 SLC40A1 SLC6A1 SLC6A11 SLC6A2 SLC6A20 SLC6A3 SLC6A5 SLC9A2 SLC9A3 SLCO2A1 SLCO3A1 SLCO5A1 SLFN11 SLIT1 SLIT2 SLIT3 SLITRK1 SLITRK3 SMOC2 SMPD3 SNAI2 SNCAIP SNTB1 SORCS1 SORCS3 SOWAHA SOX14 SOX17 SOX7 SOX8 SOX9 SPAG6 SPOCK3 SPON1 SPON2 SPTB SPTBN4 SRD5A2 SRRM4 SSBP4 SSTR1 SSTR2 ST8SIA2 ST8SIA4 ST8SIA5 STC2 STK32B STMN2 STX1A STXBP6 SUSD4 SV2B SYNE1 SYT12 SYT6 SYT7 TAC1 TACR1 TACSTD2 TAFA4 TAL1 TAP1 TBR1 TBX1 TBX2 TBX20 TBX21 TBX3 TBX5 TBXAS1 TBXT TCAF2 TCEA3 TCEAL1 TCEAL8 TCF21 TCTE1 TET2 TFAP2B TFAP2D TFAP2E TGFA THBD THBS2 TIGD3 TLE2 TLL1 TLX1 TLX2 TLX3 TMEFF2 TMEM106C TMEM132E TMEM132E-DT TMEM151A TMEM163 TMEM185A TMEM255B TMEM30B TMEM54 TMEM59L TMEM88 TMOD2 TNFRSF1B TNFSF9 TP73 TPPP3 TRADD TRH TRIM28 TRIM36 TRIM67 TRIM7 TRIM9 TRPC5 TSLP TTLL7 TTLL9 TTPA TTYH1 TWIST1 UCN UCP1 ULBP1 ULBP2 UNC5B UNC5C USH1G VASH1 VAV3 VAX1 VAX2 VDR VGLL2 VSX1 VSX2 WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT3A WNT5B WNT6 WNT7A WRAP73 WSCD1 WT1 WT1-AS XYLT1 YAF2 ZACN ZBTB16 ZBTB7A ZEB2 ZFHX3 ZFPM1 ZFYVE28 ZIC1 ZIC4 ZMYND15 ZNF436 ZNF436-AS1 ZNF503 BENPORATH_MYC_MAX_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BENPORATH_MYC_MAX_TARGETS ABCB10 ABCB6 ABCC4 ABCE1 ABI3 ABT1 ACAD8 ACOX3 ACSS2 ACTR3 ADAM22 ADGRE5 AGPS AHCYL1 AIFM1 AIMP2 AKAP10 AKAP9 AKR7A2 ALDH18A1 ALKBH1 ALOXE3 AMD1 AMMECR1 ANAPC10 AP4B1 AP4E1 AP4M1 AP4S1 APBA3 APPL1 ARFIP2 ARFRP1 ARHGEF16 ARHGEF7 ARID4A ARL1 ARL6IP5 ARPC4 ARPP19 ARRB2 ASAH1 ASB1 ASH2L ATF4 ATF6 ATG12 ATM ATP5F1B ATP5F1C ATP5F1E ATP5MC2 ATP6V1D ATXN10 AZIN1 BARD1 BAZ1B BCKDHA BCKDHB BIRC6 BLK BLZF1 BTBD1 BTN2A1 BUD23 CACNB1 CACNG3 CACYBP CAD CALM2 CALR CAPZA1 CBX5 CCDC6 CCT7 CCT8 CD164 CD2AP CD79B CDC16 CDC25B CDC6 CDK16 CDK6 CDKL3 CDKN1B CEBPZ CEP83 CEPT1 CH25H CHD1L CIAO1 CIB1 CIR1 CISH CKS2 CLCN2 CLCN3 CLCN6 CLN3 CMAHP CNDP2 CNOT2 CNOT4 CNOT9 CNPY2 CNTN2 COG5 COIL COPS2 COPS3 CORO1C COX15 COX7A2L COX7C CPSF1 CR2 CRADD CREB1 CREBL2 CSDE1 CSF2RB CSTF3 CTSC CUL5 CUTA CWC27 CXXC1 CYB561D2 CYBA CYTH2 CYTIP DAP3 DAXX DBI DBP DCAF11 DCAF8 DCTN3 DCTN4 DDB1 DDX1 DDX10 DDX17 DDX3X DDX41 DDX5 DEF6 DEGS1 DGCR6 DIABLO DLEU1 DLEU2 DMAC2L DMAP1 DMTF1 DNAI1 DNAJA2 DPAGT1 DPF1 DPM1 DPM2 DPYSL3 DRG1 DYNC1LI1 EEA1 EEF1E1 EFTUD2 EIF2S1 EIF2S3 EIF3I EIF3K EIF4E2 EIF4H ELL ELOA ELOVL1 ENO2 ENTPD7 EPC1 EPM2A ERCC6 ERLIN1 ERO1A ETF1 ETFA EXO1 FABP5 FADS3 FANCF FBXO5 FKBP11 FKBP2 FLOT2 FRY FTH1 FTSJ1 FXR2 FZD5 GABARAP GABPA GAK GALC GATB GCFC2 GCLC GDAP1 GDE1 GEMIN2 GGH GINS1 GINS2 GLRA3 GLT8D1 GMDS GMIP GNA12 GNB1L GNL1 GNPAT GNS GOLGA5 GPN3 GPR132 GPSM3 GRK4 GSTO1 GTF3C4 GTF3C5 H2AC11 H2AC13 H2AC14 H2AC15 H2AC17 H2AC18 H2AC6 H2AX H2AZ1 H2BC10 H2BC11 H2BC12L H2BC14 H2BC15 H2BC21 H2BC4 H2BC6 H2BC7 H2BC8 H2BC9 H4C13 H4C2 H4C9 H6PD HADHB HARS1 HAX1 HCFC2 HDAC6 HEBP1 HERC1 HLA-A HLA-F HMG20A HMMR HNRNPA1 HNRNPL HNRNPUL1 HOOK2 HS3ST2 HSD17B7 HSF2BP HSP90B1 HSPA14 HSPA2 HSPA9 HSPE1 HTRA2 IDH3B IER2 IER5 IFI30 IFNAR1 IFNGR1 IGBP1 IL17C ILK ING1 IPO5 IRF3 ITGB3BP IVNS1ABP JARID2 JMJD7-PLA2G4B JRKL KCNH4 KDM5A KDM5C KEAP1 KHK KHSRP KIF11 KIF15 KIF20A KIF20B KPNA3 LAGE3 LAMP1 LAMTOR5 LANCL1 LATS1 LDHA LIPT1 LNPEP LSM1 LSM8 LSP1 LSR LTA4H LY86 LZTFL1 LZTR1 M6PR MACROH2A1 MAD2L1 MADD MAEA MAFF MAGEF1 MAGOH MAML1 MAN2A1 MANF MAP2K5 MAP2K7 MAP3K20 MAP3K5 MAP4K5 MAPK7 MAPRE1 MAPRE2 MARS1 MAT2A MAT2B MBD4 MBNL1 MCCC2 MCM3 MCM5 MDH1 MED17 MED20 METTL1 METTL13 MFAP1 MFNG MGAT2 MKLN1 MKNK1 MKRN1 MLX MMP15 MMP8 MOCS2 MOCS3 MPC1 MPHOSPH6 MRPL40 MRTO4 MSH2 MST1R MT2A MT3 MTF1 MTF2 MTHFD1 MTOR MYBBP1A MYCBP NACA NAGA NAGPA NBR1 NBR2 NCAPG NCBP1 NCBP2 NCL NDUFA1 NDUFA2 NDUFA6 NDUFB1 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFS1 NDUFS6 NDUFV1 NFAT5 NFKBIB NFS1 NGB NME1 NOL7 NPRL2 NR1D1 NR6A1 NUBP1 NUBP2 NUDT6 NUFIP1 NUP153 NUP54 NUP62 NUP88 NXT1 OAZ1 OCIAD1 OGA P3H1 PA2G4 PALS2 PARG PCF11 PCM1 PCMT1 PCNA PCNP PCYT1A PDCD10 PDE4C PDE6D PDK1 PDK2 PDK3 PER1 PEX11B PEX16 PEX3 PEX6 PFKFB4 PFN1 PHB2 PIAS1 PIAS3 PIGF PIGP PKM PKN2 PLA2G15 PLA2G6 PLOD3 PMM2 PMPCB PMS1 PMS2P3 PMVK PNO1 POLD4 POLE3 POLH POLR1B POLR1C POLR1D POLR1H POLR3A POLR3G POLR3K POMT2 POU2F1 PPA1 PPIA PPME1 PPP1CB PPP1R12A PPP1R7 PPP2CA PPP2R1B PPP3CA PPP6C PPT2 PRDX5 PREP PRKAB1 PRKAB2 PRKAG1 PRKCSH PRKDC PRKRA PRMT5 PRPS2 PRPSAP1 PRR3 PSMA1 PSMA5 PSMB1 PSMB5 PSMB7 PSMC4 PSMC5 PSMD10 PSMD14 PSMD3 PSMD5 PSMD7 PSMD8 PSME3 PSMG1 PTDSS1 PTGES3 PTOV1 PTP4A1 PTPA PTPN1 PTPN6 PTPRF PUDP PWP1 PYCR1 PYCR2 RAB11A RAB1A RAB3A RAB3GAP2 RAB5IF RAB8A RABGEF1 RAC2 RAD50 RAD51AP1 RAD54L RAD9A RANBP3 RAP2B RAPGEF6 RASA1 RASSF1 RBBP8 RBL1 RBM15B RBM39 RBM4 RCL1 RECQL RECQL5 RFX5 RGL2 RGS16 RHEB RIDA RIGI RIPK2 RIPPLY3 RLN1 RNASET2 RNF141 RNF4 RNF7 RNFT1 RNPS1 RPL13 RPL15 RPL18 RPL19 RPL27 RPL27A RPL31 RPL32 RPL35 RPL37 RPL5 RPL8 RPL9 RPLP1 RPS13 RPS17 RPS19 RPS20 RPS21 RPS25 RPS26 RPS27A RPS27L RPS29 RPS5 RPS6 RPS6KA2 RPS6KA5 RPS6KB1 RRAGA RRAS RRP9 RSL24D1 RXRB RXYLT1 SAE1 SAP18 SAP30 SARS1 SAV1 SCAMP3 SCAND1 SCD SCLY SCML2 SCO1 SDF2 SDF2L1 SEC61B SEC62 SERF1B SERP1 SERTAD1 SGPL1 SH2D3C SHPK SIGMAR1 SLC12A2 SLC1A4 SLC22A3 SLC22A4 SLC25A11 SLC25A40 SLC26A4 SLC2A4 SLC31A1 SLC39A6 SLC39A7 SLC39A8 SLC43A1 SLC5A6 SLC7A1 SMAD3 SMC1A SNAPC1 SNAPC3 SNRPA SNRPD3 SNX15 SNX3 SNX5 SOD1 SOX12 SP4 SPAG5 SPAG6 SPIB SPTLC2 SQSTM1 SRD5A1 SREBF2 SRI SRP54 SRP68 SRPRA SRSF11 SRSF2 SRSF5 SRSF7 SSB ST6GALNAC4 STK26 STOM STUB1 STX10 STX16 STX7 STYXL1 SUCLG1 SUGT1 SUPT16H SUPT5H SYK SYPL1 TAGLN2 TCF12 TESK2 TGIF2 THAP12 THRAP3 TIMM17A TIMM22 TIMM23B TIMM44 TIMM8B TIMM9 TLE3 TLL2 TMED10 TMEM187 TMF1 TMOD2 TMPO TMSB4X TNFAIP1 TNFRSF21 TOPBP1 TP53 TPP2 TPR TPT1 TRAP1 TRAPPC3 TRIB1 TRIM24 TRIM25 TRIM33 TRIM44 TRIP13 TRMT13 TRMT6 TSC2 TSEN34 TSPY1 TTC33 TTC4 TUBA1B TUBG1 TULP3 TYK2 U2AF1 UBE2D3 UBE2G2 UBE2K UBL3 UBQLN1 UBXN1 UBXN8 UCHL1 ULBP1 UQCR10 UQCRC2 USO1 USP1 USP11 USP4 USPL1 UXT VAMP1 VAPA VASP VCP VDAC2 VGF VPS29 VPS52 WDR4 WDR46 XK XRCC6 YBX3 YIF1A YWHAH YY1 ZDHHC3 ZFPL1 ZKSCAN5 ZKSCAN8 ZMPSTE24 ZNF12 ZNF134 ZNF136 ZNF142 ZNF174 ZNF225 ZNF274 ZNF286A ZNF35 ZNF410 ZNF593 ZNF7 ZNF85 ZNG1A ZPR1 BENPORATH_MYC_TARGETS_WITH_EBOX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BENPORATH_MYC_TARGETS_WITH_EBOX ACADM ACE ACO2 ACOX1 ACTB ACTG1 AKAP1 AKR1A1 ALDH2 AMD1 AMPD2 AMPD3 AP4M1 APC APEX1 APP ARF1 ARF4 ARSB ASCL2 ATF4 ATF7 AVP BAX BBC3 BCL2 BCL2L12 BCL3 BLK BMP4 BRCA2 BSG CASP8 CBS CCKBR CCNB1 CCND1 CCND2 CD2 CD63 CD79B CDK10 CDK4 CEACAM5 CEBPA CFDP1 CHRNB1 CLCN6 CLNS1A CSTB CTSF DBI DCK DKC1 DKK3 E2F1 EBP EEF1A2 EGR3 EIF4A1 EIF4E EIF5A2 ELK1 ENO1 ETS2 FAH FASN FGFR4 FOSL1 FOXM1 FPGS FXN GALNS GALT GAPDH GAS8 GLA GOLGA7 GPR4 GSK3B GSTP1 H2AZ1 H4C15 H4C16 H4C5 HBA2 HBAP1 HBB HBE1 HDAC3 HERPUD1 HES1 HIF1A HMBS HMGN2 HNRNPA1 HNRNPA2B1 HNRNPDL HSD11B2 HSP90AA1 HSP90AB1 HSPA8 HSPD1 ICAM1 ID3 IFRD2 IL11RA IMPA2 INSR IRF2 IRF3 ISG20 ITGB1 JUN JUNB KLF1 LBR LMNA LMNB2 MAGEA3 MAGEA6 MAN2A2 MCM4 MCM7 MDM2 MELTF MET MGST1 MNX1 MPO MSN MST1 MTHFR MUC1 MYCL NBN NCL NEFM NHERF2 NIT1 NME1 NOP2 NOTCH4 NR1D1 NSUN2 NTHL1 NTN3 OCA2 PABPC1 PAICS PARP1 PDCD1 PDHA1 PER1 PEX3 PHB1 PIM2 PLA2G4A PLK1 POLB POLD2 POLR3D PPID PPP1R7 PRTN3 PSEN2 PSMA3 PSMB1 PTEN PTGER2 PTMA QDPR RARB RBM3 RCC1 RGS2 RHOG RIDA RPL10 RPL13A RPL19 RPL22 RPL23A RPL27A RPL36A RPS15 RPS19 RPS6 RXRB SERPINE1 SIGMAR1 SIRT1 SLBP SLC19A1 SLC2A4 SLC4A2 SMAD7 SNHG5 SNORD14C SNORD32A SNORD4A SQSTM1 SRD5A1 SRM STAT6 STMN1 SURF6 SYNGR2 TCF12 TCIRG1 TERT TFRC TGFB1 TGFB3 TIMM17B TNFRSF8 TOMM20 TOP1 TPM2 TSC2 TXN UBA52 UCP3 UROD VAMP2 VHL WEE1 WT1 ZFP36L2 ZNF146 BENPORATH_NANOG_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BENPORATH_NANOG_TARGETS AASDH ABCB7 ABCF2 ABHD11 ABHD2 ABRACL ACADM ACAT2 ACO2 ACOT8 ACSL4 ACTMAP ACTR1A ACTR1B ADAL ADAR ADD3 ADO AHSA1 AJUBA AK3 AK4 AKIRIN1 AKIRIN2 ALCAM ALG9 ALKBH1 ALKBH7 AMIGO2 AMOTL1 ANGPT1 ANKMY2 ANKRD1 ANKRD49 ANO8 ANP32A ANP32B ANXA1 AP1G1 AP1S2 AP2A1 AP3B1 APEX2 APH1A APLP2 APOA2 APOB APOM AQP2 ARF3 ARF4 ARHGAP1 ARHGAP11A ARID1B ARID5B ARIH1 ARMC6 ARMCX1 ASAH1 ASB1 ASCC2 ASXL1 ATAD2 ATF4 ATG13 ATG4C ATP11C ATP5IF1 ATP5PB ATP6V1A ATP6V1G1 AURKA AVL9 AXIN2 B2M B3GALT4 B4GALT6 BAG5 BAG6 BAMBI BCAT1 BCKDHA BCL9 BCL9L BCLAF1 BLCAP BMP2 BMP7 BNIP1 BRK1 BSCL2 BUB1B BUB3 BZW2 C12orf60 C1orf21 C1orf54 C20orf96 CA2 CA4 CAAP1 CABLES1 CACHD1 CACNA1A CACNA2D1 CALB1 CALD1 CALM2 CALR CAND1 CAPZA2 CARS2 CASP9 CAV1 CAVIN3 CBX3 CBX5 CCDC12 CCDC174 CCDC93 CCN1 CCN2 CCT6B CCT7 CDC123 CDC14B CDC16 CDC42EP4 CDC45 CDC7 CDH1 CDH2 CDK1 CDK14 CDK16 CDK17 CDK6 CDS2 CDYL CEBPZ CELF2 CEP20 CEP95 CEPT1 CER1 CETN3 CFAP298 CFAP36 CFAP68 CFL1 CHCHD5 CHD2 CHST4 CIAO2A CIBAR1 CISD1 CITED2 CKS2 CLDN6 CLIC1 CLIC4 CLMP CLN3 CNBP CNMD CNN2 CNN3 CNOT8 CNTNAP3 COA8 COG7 COL12A1 COL4A5 COL4A6 COL7A1 COMMD3 COMMD7 COPE COTL1 COX6A1 CPT1A CRYZ CS CSNK1E CSTF1 CSTF3 CTSV CXADR CYB5B CYLD CYP1B1 CYP2R1 CYP2S1 DARS2 DCAF11 DCAF13 DCAKD DCLRE1C DCTN5 DCUN1D5 DCX DDA1 DDIAS DDX17 DDX18 DDX20 DDX23 DDX39A DDX41 DDX49 DDX5 DESI2 DHCR7 DHDDS DHRS3 DHX38 DIDO1 DKK1 DLGAP5 DMXL1 DNAAF9 DNAJB14 DNAJC16 DNAJC2 DNAJC8 DNAJC9 DNM2 DPAGT1 DPCD DPH6 DPM1 DPPA4 DPYSL2 DPYSL3 DRAM2 DSCC1 DTNA DTX2 DUSP12 DUSP6 DVL2 DYM E2F3 ECPAS EEF1E1 EEF2 EGLN3 EHBP1 EHD4 EIF2A EIF2AK3 EIF3D EIF3F EIF4B EIF4ENIF1 EIF4G2 EIPR1 ELL2 ELP6 EMC7 EMC9 ENPP2 ENSA ENTPD1 EOMES EPHA1 EPM2AIP1 EPS15L1 ERBB2 ERCC1 ERH ETNK1 EXD2 EXOC4 EXOSC5 EXOSC9 EXPH5 EXTL2 F11R FAM124A FAM131B FAM20C FAM72B FANCA FANCF FANCL FARSA FAT1 FAXDC2 FBLN1 FBXL14 FBXO31 FBXW11 FDPS FEM1A FEM1C FERMT1 FEZ1 FGF2 FGFR1 FGFR2 FHIT FKBP1B FOXJ2 FOXN3 FOXO1 FOXO3 FRAT2 FUS FXR1 FXYD5 FZD10 FZD2 FZD7 FZD8 GALK2 GANC GART GAS2L1 GATA6 GATAD1 GBF1 GDE1 GDF3 GGA1 GJA1 GLA GLG1 GLIPR2 GLUD1 GNA13 GNAI1 GNG10 GNG12 GNPTAB GOLGA2P10 GOLGA4 GOLIM4 GORASP2 GPC4 GPC6 GPN1 GPR108 GRHL2 GRIPAP1 GRK3 GRPEL2 GSK3A GSPT2 GSTCD GSTT2 GTF2E1 GTF2H2 GTF3C4 GTPBP1 GTPBP3 GXYLT1 GYPC H2AC18 H2AC25 H2AJ H2AX H2AZ1 H2BC5 H4C3 HAPSTR1 HAS2 HBP1 HCFC1R1 HECTD2 HELLS HESX1 HEXIM2 HEY2 HHEX HIGD2A HLTF HMBOX1 HMG20A HMGN4 HNRNPA1 HNRNPA2B1 HNRNPH2 HNRNPUL1 HOXB5 HSD17B12 HSPA4 HSPA5 HSPBAP1 ICMT ICMT-DT ID1 ID2 IDH3A IER5L IFI16 IFT27 IFT52 IGDCC4 IGF2BP3 IGFBP2 IGFBP3 IGFLR1 IL1RAPL1 ILF2 ILF3 INF2 ING1 ING4 INO80C INPP4A INTS12 IQCK IRX2 ISCU ISOC2 ITGB1 IWS1 JADE1 JARID2 JOSD1 JPT1 JUN JUP KANK1 KAT6A KATNB1 KATNBL1 KCNN2 KCTD15 KCTD2 KDELR3 KDM2A KDM3A KDR KHDRBS1 KHSRP KIAA1143 KIAA1217 KIF15 KIF26A KIF9 KLF5 KLF7 KLHL18 KLHL4 KLHL5 KNTC1 KPNA3 KRR1 KRT18 LAMA4 LARGE1 LARP7 LARS1 LCMT2 LEFTY1 LEFTY2 LEPROTL1 LHPP LIN37 LINGO1 LMCD1 LRAT LRFN3 LRIG3 LRP2 LRP3 LRRC49 LRRN1 LSM3 LSM5 LYPD1 MAN2C1 MAP1LC3B MAP3K11 MAP3K12 MAPK14 MAPK8 MARCHF7 MARVELD2 MAT2B MBOAT2 MCC MCTS1 MDH1 MED12 MED23 MED25 MEF2A METTL7A METTL8 MICA MICB MINDY2 MKKS MKRN1 MLH1 MLLT10 MMP2 MMP9 MOB3B MOBP MORF4L1 MORF4L2 MOV10 MPDZ MPV17L2 MRAP2 MRE11 MRPL27 MRPL37 MSC MSH2 MSL3 MTFR2 MTM1 MTMR1 MUS81 MYEF2 MYO3A MZT2A NAA30 NAA38 NAALAD2 NADSYN1 NANOG NAP1L2 NAXD NBR1 NCAPD2 NCOR1 NDUFA13 NDUFAF7 NDUFB3 NDUFS2 NEBL NEDD4L NEMF NFAT5 NFE2L3 NFS1 NIF3L1 NIP7 NKTR NME7 NMT1 NMU NOC3L NODAL NOL6 NOLC1 NOP16 NPAS2 NSD3 NSMCE3 NSUN3 NT5C2 NUCKS1 NUDT5 NUP54 NUSAP1 NVL OAZ2 OBI1 OBSL1 ODF2L OGA OIP5 OLFML3 ORC1 ORC6 OSBPL1A OSGEP OSR1 OTUB1 OTUD7B OXA1L P4HA1 PALB2 PALS2 PAPSS2 PARG PARP8 PBDC1 PBX1 PCBP1 PCLAF PCNA PCNX3 PDCL PDHB PDPN PEA15 PERP PEX1 PEX2 PGAP3 PHF23 PHF8 PHGDH PHTF2 PICALM PIGL PIH1D1 PIK3R2 PIM2 PIP4P1 PIPOX PITX2 PKIB PKIG PKMYT1 PLEKHA3 PLEKHG3 PLIN2 PLPP1 PMEL PNISR PNMA1 PNP PODXL POLL POLR1A POLR3D POLR3G POU2F1 POU4F1 POU5F1 PPFIBP1 PPIL3 PPP1R16B PPP1R2 PPP2R1A PPP2R1B PPP2R3A PPP2R3C PPP2R5C PRCP PRDM14 PREPL PRNP PRORP PRPF19 PRPF31 PRPF38A PRPF39 PRR11 PRSS8 PSEN2 PSENEN PSMA1 PSMB1 PSMB4 PSMB5 PSMC2 PSMD14 PSMD9 PSME3IP1 PTCD3 PTN PTPN1 PTPN2 PWP1 QARS1 R3HDM1 RAB15 RAB17 RAB25 RAB38 RAB3GAP2 RAB5A RAB5B RABL3 RAD23A RAD54B RAI1 RANBP10 RANGAP1 RAP1A RARB RASA1 RASGRF2 RASL11B RBBP4 RBFOX2 RBM14 RBM22 RBM39 RBM4 RBM7 RBP1 RBPMS RESF1 REST RETREG3 RFX1 RGS10 RIC8B RIF1 RIPK1 RNF121 RNF2 RNF24 RNF25 RNF31 ROMO1 ROR1 RPL17 RPL21 RPL32 RPLP1 RPP25 RPRD1A RPS13 RPS18 RPS26 RPS27A RPS3A RRN3 RRS1 RSPRY1 RSRC2 RUNX1T1 RYR3 S100A11 SALL1 SALL2 SALL3 SARAF SART3 SASH1 SAT2 SAV1 SC5D SCAF1 SCAF4 SCG5 SCGB3A2 SCNM1 SCNN1A SDC4 SEC22B SEC22C SEC24A SECISBP2 SELENOP SEMA3C SEMA4F SENP2 SEPTIN6 SERINC3 SERP1 SERPINA1 SERPINH1 SET SF3B1 SF3B5 SFI1 SFRP1 SFRP2 SFT2D3 SGK1 SGK3 SGMS1 SHISA6 SHLD2 SIN3B SKA2 SKIL SLAIN2 SLC1A1 SLC30A7 SLC36A4 SLC39A9 SLC40A1 SLC44A1 SLC49A4 SLC4A1AP SLC7A11 SLC7A5 SLC7A5P1 SLC7A5P2 SLIRP SLX1B SMAD3 SMARCAD1 SMDT1 SMG5 SMIM3 SMIM7 SNRNP70 SNRPA SNRPE SNRPN SNUPN SNX1 SON SORBS1 SOX2 SP2 SPAG9 SPARC SPART SPIRE2 SPRED1 SPRY1 SRSF4 SS18L2 SSBP2 SSBP3 ST3GAL2 STAT3 STC1 STK11IP STK36 STRN STXBP2 SUFU SUGP2 SULF1 SUMO1 SUPT4H1 SUPT7L TAF12 TAF4B TAL1 TALDO1 TARBP2 TBC1D10B TBCC TBK1 TBL1X TBL1XR1 TBP TCAF1 TCEAL8 TCEANC2 TCERG1 TCF20 TCF7L1 TCF7L2 TDGF1 TDRP TERF1 TFB2M TFPT THAP1 THAP8 THBS2 TIA1 TIAL1 TIAM1 TIMM23B TIMP4 TLCD1 TLE2 TLE3 TMED10 TMEM108 TMEM109 TMEM123 TMEM135 TMEM160 TMEM170A TMEM205 TMEM208 TMEM245 TMEM259 TMEM43 TMEM59 TMEM60 TMEM63A TMEM87A TMSB10 TNC TNFRSF12A TNPO1 TNRC6A TOMM40L TOP2A TPX2 TRAF7 TRIM16 TRIM22 TRIM24 TRIML2 TRIP10 TRIP4 TRPC4AP TSC22D1 TSC22D2 TSPAN6 TTC31 TTF1 TTF2 TUBG1 TXNDC5 TXNRD1 TYW3 UBALD1 UBALD2 UBAP2 UBC UBE2D3 UBE2S UBE2T UBE2W UBP1 UBQLN4 UBR5 UFD1 UFM1 UIMC1 UNC5D UQCR10 URM1 USP10 USP16 USP3 USP44 USP7 UTP14A UXS1 VAPB VCAN VCPKMT VIM VIPAS39 VLDLR VOPP1 VPS35 VPS52 VRK2 VRK3 VRTN VWA5A WARS1 WBP11 WBP1L WDCP WDHD1 WDR20 WDR36 WDR6 WDR62 WDR77 WDR81 WDTC1 WEE1 WWC3 XAB2 YAP1 YJU2 ZC2HC1A ZCCHC3 ZCRB1 ZEB2 ZFAND6 ZFP36L1 ZFP42 ZIC1 ZIC2 ZIC3 ZIK1 ZNF112 ZNF174 ZNF185 ZNF202 ZNF217 ZNF226 ZNF281 ZNF286A ZNF300 ZNF331 ZNF398 ZNF436-AS1 ZNF473 ZNF516 ZNF521 ZNF551 ZNF664 ZNF684 ZNF701 ZNF770 ZNRF2 ZSCAN10 ZSCAN32 BENPORATH_NOS_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BENPORATH_NOS_TARGETS AASDH ADD3 ANKRD1 ANO8 ARID1B ATAD2 ATP6V1G1 B3GALT4 BAMBI BMP7 BUB1B BUB3 CA2 CA4 CABLES1 CACNA2D1 CAPZA2 CAVIN3 CCN2 CDC14B CDC7 CDK14 CDK17 CDYL COL12A1 COMMD3 COMMD7 CPT1A CSRNP2 DHDDS DHRS3 DKK1 DPH6 DPPA4 DPYSL2 DPYSL3 DTNA DUSP12 DUSP6 ENPP2 EOMES EPHA1 EXOSC9 FBXW11 FEZ1 FGF2 FGFR1 FGFR2 FOXO1 FRAT2 FUS FZD10 GJA1 GNG10 GNPTAB GRHL2 GTPBP3 H2AJ HAS2 HESX1 HHEX HMG20A ICMT ICMT-DT IER5L IFI16 IRX2 JADE1 JARID2 JPT1 JUP KANK1 KAT6A KATNBL1 KCNN2 KDM3A KDR KIAA1143 KIF15 KLF5 KLHL5 LAMA4 LARGE1 LEFTY2 LHPP LINGO1 LRAT LRFN3 LRRN1 MAN2C1 MED12 MLLT10 MSC MTM1 NAALAD2 NANOG NAXD NEBL NFE2L3 NUCKS1 OBI1 OBSL1 OGA OLFML3 ORC1 PARG PDCL PHF8 PIPOX PLPP1 PNISR POLR3G POU5F1 PPP2R1B PPP2R3A PRDM14 PRPF38A PRR11 PTPN2 RAB5A RAD54B RASGRF2 RBM22 RESF1 REST RIC8B RIF1 RNF24 ROR1 RPS18 RPS3A SALL1 SET SFRP1 SFRP2 SGMS1 SKA2 SKIL SLC44A1 SMARCAD1 SMIM3 SNRPN SOX2 SPAG9 SPRED1 SRSF4 STAT3 SULF1 TAF12 TAL1 TALDO1 TBL1XR1 TCF20 TCF7L1 TDGF1 THBS2 TIMM23B TLE3 TMEM170A TNC TNRC6A TOP2A TRIM22 TRIM24 TSC22D1 UBE2D3 UBR5 UFM1 URM1 USP44 USP7 VPS52 WDR36 YJU2 ZEB2 ZFP36L1 ZIC1 ZIC2 ZIC3 BENPORATH_OCT4_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BENPORATH_OCT4_TARGETS AASDH ABTB2 ACD ADD3 ALKBH1 AMIGO2 ANKHD1 ANKRD1 ANO8 ARID1B ARMCX5 ARPC5 ATAD2 ATP6V1D ATP6V1G1 AUH B3GALT4 BAG5 BAMBI BLCAP BMP7 BUB1B BUB3 CA2 CA4 CABLES1 CACNA2D1 CAPZA2 CAVIN3 CBY1 CCN2 CDC123 CDC14B CDC7 CDH1 CDK14 CDK17 CDYL CHST5 CNTNAP3 COA8 COL12A1 COMMD3 COMMD7 CPT1A DBR1 DDX31 DHDDS DHRS3 DKK1 DNAJC9 DPH6 DPPA4 DPYSL2 DPYSL3 DTNA DUSP12 DUSP6 EFL1 EIF2S1 ELAVL2 ENPP2 ENTPD1 EOMES EPHA1 EXOSC9 FBXW11 FEZ1 FGF2 FGFR1 FGFR2 FICD FOXO1 FRAT2 FUS FZD10 GADD45G GAP43 GAS1 GATA6 GJA1 GLDC GNG10 GNPTAB GPC3 GPS1 GRHL2 GRID2 GTF3C4 GTPBP1 GTPBP3 H2AJ H2BC21 HAS2 HESX1 HHEX HHLA3 HMG20A HMGB2 HOXB5 ICMT ICMT-DT ID2 IER5L IFI16 IL1RAPL1 INF2 IRX2 IST1 JADE1 JARID2 JOSD1 JPT1 JUND JUP KANK1 KAT6A KATNBL1 KCNMB4 KCNN2 KDM3A KDR KIAA1143 KIF15 KIFBP KLF5 KLF7 KLHL4 KLHL5 LAMA4 LARGE1 LEFTY2 LHPP LINGO1 LRAT LRFN3 LRRN1 LSG1 MAGED2 MAN2C1 MAP3K3 MCC MED11 MED12 MEIS2 MKRN1 MLLT10 MMP2 MRPL13 MSC MTM1 MYEF2 NAA30 NAALAD2 NANOG NAXD NCBP1 NEBL NEFL NEFM NFE2L3 NPLOC4 NR2F2 NUCKS1 NUDT5 OBI1 OBSL1 OGA OLFML3 ORC1 OSR1 PAK1 PARD3 PARG PBDC1 PCLAF PDCL PHF8 PHGDH PIP5K1C PIPOX PLAA PLPP1 PNISR POLR3G POU5F1 PPP2R1B PPP2R3A PRDM14 PRKRIP1 PRPF31 PRPF38A PRPS1 PRR11 PSMA3 PTPN2 RAB5A RAD51C RAD54B RASGRF2 RBM22 RDH10 RESF1 REST RFNG RIC8B RIF1 RNF24 ROR1 RPL32 RPS18 RPS3A SALL1 SET SFRP1 SFRP2 SFXN1 SGMS1 SKA2 SKIL SLC44A1 SLC4A1AP SLIRP SMARCAD1 SMG5 SMIM3 SNRPN SNX5 SORBS1 SOX17 SOX2 SPAG9 SPRED1 SRSF4 SSBP2 STAT3 STMN2 SULF1 SUPT7L TAF12 TAL1 TALDO1 TBC1D22B TBL1XR1 TCF12 TCF20 TCF4 TCF7L1 TDGF1 TFPT TGIF2 THBS2 TIMM23B TJP3 TLE3 TMEM170A TMEM30A TNC TNRC6A TOP2A TRA2A TRIM22 TRIM24 TRIP4 TRPS1 TSC22D1 TSTD2 TXN2 UBE2D3 UBR5 UFM1 URM1 USP44 USP7 VPS52 WDFY3 WDR20 WDR36 WDR70 WEE1 YJU2 ZDHHC6 ZEB2 ZFP36L1 ZHX2 ZIC1 ZIC2 ZIC3 ZKSCAN5 ZMPSTE24 BENPORATH_PRC2_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BENPORATH_PRC2_TARGETS ABCC8 ABTB2 ADAMTS15 ADAMTS18 ADAP2 ADARB2 ADCY4 ADCY8 ADCYAP1 ADGRL3 ADRA1A ADRA2A ADRB1 ADRB3 ALKAL1 ALOX15 ALX3 ALX4 ANKRD18A ANKRD18B ANKRD19P ANKRD20A1 ANKRD20A2P ANKRD20A3P ANKRD20A5P ANKRD20A8P ANKRD27 ANXA2R ANXA2R-AS1 AQP5 ARHGAP20 ARL9 ASCL1 ASCL2 ASTN1 ASTN2 ATF3 ATOH1 ATOH8 B4GALNT1 B4GALNT2 BARHL1 BARHL2 BARX1 BARX2 BATF3 BCL2 BHLHE22 BHLHE23 BHLHE41 BMP8A BNC1 BRINP2 BRINP3 BTG2 C2CD4A CA10 CACNA1B CACNA1D CACNA1E CACNA1G CALCA CAMK2N1 CASZ1 CBLN1 CBLN4 CBR3 CBX8 CCDC140 CD34 CD70 CD8A CDH23 CDH7 CDK5R2 CDKN2C CDX2 CEMIP CFAP276 CFAP91 CGB7 CGB8 CH25H CHODL CHRD CHRDL2 CHST8 CIDEA CITED1 CLCN5 CLEC14A CLSTN2 CLTRN CMTM2 CNNM1 CNRIP1 CNTFR COL24A1 COL25A1 COL27A1 COL2A1 COL4A5 COL4A6 COL9A2 COLEC12 COLGALT2 COMP CORO6 CRHR1 CRLF1 CRTAC1 CRYBA2 CSMD1 CSMD3 CTNND2 CXCL14 CXCL16 CYP24A1 CYP26A1 CYP26B1 CYP26C1 CYP27B1 DACH1 DACH2 DCC DCHS2 DCLK2 DDAH1 DGKG DGKI DHH DIO3 DKK1 DKK2 DLL4 DLX1 DLX2 DLX3 DLX4 DMRT1 DMRT2 DMRT3 DNAJC22 DOK6 DPF3 DPY19L2 DPY19L2P2 DRD5 DSC3 DSCAML1 DUOX1 DUOX2 DUOXA1 DUOXA2 DUSP4 ECEL1 EFNA1 EFNA3 EGFL6 EGR3 EGR4 ELAPOR1 ELMOD1 EN1 EN2 ENSG00000255537 EOMES EPAS1 EPB41L4A EPB41L4A-DT EPHA5 EPHB1 EPHB3 ERBB4 ERICH5 ESAM ESPN ESX1 EVA1C F2R FAM163A FAM43B FAM81A FAM89A FBLN7 FBN2 FBP1 FBXL8 FBXO3 FEV FEZ1 FEZF2 FFAR4 FGF20 FGF3 FGF5 FGF9 FIGLA FLI1 FLRT2 FOXA2 FOXB1 FOXD2 FOXD3 FOXD4L1 FOXD4L3 FOXD4L4 FOXE1 FOXF1 FOXG1 FOXJ1 FOXL1 FOXL2 FRMD3 FRMPD4 FUT4 FZD10 FZD2 GABRA2 GABRA4 GAD2 GALNT18 GALR2 GATA2 GATA3 GATA3-AS1 GATA4 GATA6 GBX2 GDF6 GDF7 GDNF GHR GHSR GIMAP5 GJB2 GJD2 GNA14 GPAT3 GPC5 GPM6B GPR101 GPR12 GPR88 GRIA2 GRID1 GRIK1 GRIK3 GRIN3A GRM7 GSC GSC2 GSX1 GSX2 GUCY1A1 GUCY2D HAND2 HBA1 HBA2 HES2 HES7 HEY1 HHAT HHEX HHIP HLX HMX2 HMX3 HNF1B HOXB1 HOXB13 HOXB2 HOXB3 HOXB6 HOXB7 HOXB8 HOXC11 HOXC12 HOXC4 HOXC5 HOXC6 HOXC8 HOXD1 HOXD12 HOXD13 HOXD3 HOXD4 HOXD8 HOXD9 HPCAL4 HPSE2 HRK HS3ST3B1 HS6ST1P1 HS6ST3 HSF4 HSPA6 HTR1A HTR2C HTR7 ICAM5 IGF2-AS IGSF21 IKZF3 IL1RAPL2 IL7 ILDR2 INA INSM2 INSRR IRX3 IRX4 IRX5 ISL1 ISL2 ITGA4 ITPKA JUN KAZALD1 KCNA1 KCNA3 KCNAB1 KCNC2 KCNC4 KCND3 KCNH1 KCNH3 KCNK12 KCNK13 KCNK2 KCNK4 KCNMA1 KCNQ3 KCNV1 KIRREL3 KL KLF4 KLHL35 KY LAMP5 LAYN LBX1 LGALS3 LGR5 LHX2 LHX4 LHX5 LHX6 LHX8 LINC02875 LMX1B LONRF3 LPL LRATD1 LRCH2 LRFN5 LRP2 LRRC71 LRRTM1 LTBP2 LTK LYSMD2 MAB21L1 MAB21L2 MAFB MAL MAPK4 MAPT MCOLN3 MESP1 METRNL MGARP MIR137HG MKX MLLT3 MNX1 MSC MSX1 MT1A MT1B MT1DP MT1H MT1M MYF6 MYO5B MYOD1 NAGS NAV2 NBPF11 NCAM1 NDUFA4L2 NEFL NEFM NELL1 NEUROD1 NEUROD2 NEUROG1 NEUROG2 NEUROG3 NFIX NKX2-1 NKX2-2 NKX2-3 NKX2-8 NKX3-1 NKX3-2 NKX6-1 NKX6-2 NOL4 NPAS1 NPAS4 NPNT NPR3 NPTX1 NPY1R NR2F2 NR4A3 NRG1 NRG2 NT5C1A NTN1 NTNG2 NTRK1 NTRK2 OAF OCA2 OLFML2B OLIG2 ONECUT1 ONECUT2 OPRD1 OSR1 OTOP1 OTOP2 OTOP3 OTP OTX1 OTX2 OXCT2 PABPC1L2A PAPPA PARM1 PAX1 PAX2 PAX3 PAX6 PAX7 PAX8 PAX9 PCDH17 PCDH8 PDE4DIP PDGFRA PDX1 PDZD2 PENK PGM5 PGR PHOX2A PHOX2B PIGZ PIP5K1B PIR PITX1 PITX2 PITX3 PKNOX2 PKP1 PLEC PLPPR1 PLXNA2 PMP22 PODN POLE POU3F1 POU3F4 POU4F1 POU4F2 POU4F3 PPM1E PRAC1 PRDM12 PRKCE PRKG1 PRLHR PROK2 PTF1A PTGDR PTGER2 PTGER3 PTGER4 PTGFR PTGR3 PTH2 PTHLH PTPRT PTPRU PXMP2 PYY RAB6C RASGRF1 RASL10A RASSF5 RAX RBP4 REPS2 RGCC RGS10 RGS20 RGS9BP RIMBP3 RIMBP3B RIMBP3C RIMKLA RIPK3 RNF128 ROBO3 RPRML RPS6KA6 RSPO1 RSPO2 RTL4 RTN4RL2 RYR3 SATB2-AS1 SCD5 SCN4B SCNN1G SCTR SEMA6D SERTM1 SFRP1 SFRP5 SGPP2 SHC4 SHH SHISA6 SHOX SHOX2 SIDT1 SIM2 SIX1 SIX2 SIX3 SIX6 SLC10A4 SLC1A2 SLC1A4 SLC24A4 SLC26A4 SLC27A2 SLC30A2 SLC30A3 SLC30A4 SLC32A1 SLC35F3 SLC6A1 SLC6A3 SLC6A5 SLC9A2 SLC9A3 SLCO2A1 SLCO5A1 SLFN11 SLIT1 SLIT2 SLITRK1 SLITRK3 SORCS1 SORCS3 SOX14 SOX17 SOX7 SPAG6 SPOCK3 SPON1 SRD5A2 SSTR1 SSTR2 ST8SIA2 STK32B STMN2 STXBP6 SUSD4 SV2B SYT12 TAFA4 TAL1 TBR1 TBX1 TBX2 TBX21 TBX3 TBX5 TCEA3 TET2 TFAP2E THBD TLL1 TLX1 TLX2 TMEFF2 TMEM132E TMEM132E-DT TMEM30B TMEM59L TMEM88 TMOD2 TP73 TPPP3 TRADD TRH TRIM36 TRIM67 TRIM9 TRPC5 TSLP TTYH1 UCN UCP1 UNC5C USH1G VASH1 VAX1 VAX2 VDR VSX1 VSX2 WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT3A WNT6 WNT7A WRAP73 WT1 WT1-AS ZBTB16 ZEB2 ZFHX3 ZFYVE28 ZIC1 ZIC4 ZMYND15 ZNF436 ZNF436-AS1 ZNF503 BENPORATH_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BENPORATH_PROLIFERATION A1BG A2M AGFG1 ANKRD27 ANLN APOBEC3B ARF1 ASF1A ASPM ATAD2 AURKA AVL9 BIRC5 BUB1 C1orf112 CCNB2 CDC123 CDCA5 CDCA7 CDK1 CDKN3 CDT1 CEBPG CENPA CENPE CENPF CENPM CENPN CENPU CHAF1B CKS1B CKS2 CMC2 CMSS1 CNIH4 COX5A CSE1L CSNK1G1 CSTB CTPS1 CTSV CYRIB DAP3 DBF4 DCUN1D5 DEK DESI2 DTL DTYMK EMC8 EXO1 EZH2 FAM3C FANCA FANCE GARS1 GART GDI2 GGCT GINS3 GNB4 GPSM2 GTPBP4 H2AZ1 H2AZ2 HDAC2 HIKESHI HSPA14 IDH2 ILF2 KDELR2 KNSTRN KPNA2 LBR LGALS8 LRP8 MAD2L1 MAGOHB MARCO MCM2 MCM3 MND1 MRPL9 MSH2 MTFR2 MYBL2 NCAPG NCS1 NDC80 NDUFB5 NEK2 NFE2L3 NMI NUDT5 NUF2 PARP1 PBK PCNA PDCD10 PDCD5 PDSS1 PFDN2 PKMYT1 PLAAT1 PPIL1 PRC1 PRIM2 PROSER1 PRPF18 PSMA3 PSMB4 PTS PTTG1 PURB RACGAP1 RAD51 RAD51AP1 RAD54L RANBP1 RBM8A RDX RFC4 RIT1 RRAGD RRM2 S100A11 S100A9 SEM1 SLC25A5 SMAD2 SNRPD1 SNRPG SPAG5 SRPK1 STMN1 SUV39H2 TFRC TMEM14A TMSB10 TOP2A TP53BP2 TTK TYMS UBE2T UGGT1 UTP25 WDR26 BENPORATH_SOX2_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BENPORATH_SOX2_TARGETS AAMDC AASDH ABCB7 ABCF2 ABHD11 ABLIM1 ABTB2 ACIN1 ACO2 ACOT8 ACOX1 ACTMAP ACTR1A ADAR ADD3 ADGRL1 AGO2 AJUBA AK3 AKIRIN1 AKIRIN2 AKT1S1 ALCAM ALDH7A1 ALPL AMOTL1 ANKHD1 ANKRD1 ANO8 ANP32A ANP32B AP2A1 AP3B1 AP5M1 APEX1 APH1A APP AQP2 ARF3 ARF4 ARFGEF1 ARHGAP1 ARHGAP11A ARID1B ARID4B ARID5B ARIH1 ARL4D ARMC6 ARRDC3 ATAD2 ATF3 ATF4 ATP5PB ATP6V1G1 AUH AVEN B3GALT4 B4GALT6 BAMBI BCAT1 BCKDHA BCL9 BCLAF1 BDH2 BMP2 BMP7 BTF3L4 BTG1 BUB1B BUB3 C12orf60 C14orf119 C1orf174 C1orf21 C1orf54 C20orf96 CA2 CA4 CABLES1 CACHD1 CACNA1A CACNA2D1 CALM2 CALR CAPRIN1 CAPZA2 CASP9 CAVIN3 CBX3 CBX5 CBY1 CCDC93 CCN1 CCN2 CCND1 CDC14B CDC42BPA CDC45 CDC7 CDH2 CDH3 CDK1 CDK12 CDK14 CDK16 CDK17 CDK6 CDYL CEP131 CEP41 CEP89 CEP95 CER1 CETN3 CFAP20 CFL1 CIAO2A CISD1 CLIC4 CLN3 CLP1 CNOT8 COA7 COL12A1 COMMD3 COMMD7 COPB1 COPS7A CPT1A CREB3L4 CRIM1 CSNK1E CTH CXCL5 CYB5R2 DARS2 DCAF11 DCAKD DDA1 DDX17 DDX21 DDX39A DDX5 DGLUCY DHDDS DHRS3 DHX38 DIAPH3 DIDO1 DKK1 DNAAF9 DNAJC16 DNAJC2 DNM2 DPAGT1 DPH6 DPP3 DPPA4 DPYSL2 DPYSL3 DSCC1 DTNA DUSP12 DUSP6 DVL2 E2F3 EAPP ECPAS EEF2 EGLN3 EGR3 EIF3F EIF4G2 ELAVL2 ELP6 EMC9 ENPP2 ENSA EOMES EPHA1 EPM2AIP1 ERBB2 ERRFI1 ETHE1 EXOC5 EXOSC5 EXOSC9 EXPH5 FAM124A FAM168A FAM76B FAM98A FANCC FANCF FARSA FAXDC2 FBXL14 FBXL19 FBXO11 FBXO16 FBXW11 FEM1A FEZ1 FGF2 FGFR1 FGFR2 FICD FIP1L1 FOXJ2 FOXN3 FOXO1 FOXP1 FRAT2 FTL FUS FXYD5 FZD1 FZD10 FZD2 FZD3 FZD7 G3BP1 GADD45G GBF1 GDAP1 GET3 GGA1 GGPS1 GJA1 GNA13 GNAI1 GNG10 GNPTAB GPC6 GRHL2 GRID2 GRK3 GRK6 GSK3A GSK3B GSPT2 GTPBP3 GUCD1 GXYLT1 H2AC18 H2AC25 H2AJ H2AX H2BC21 H3-3B H4C3 HAS2 HBP1 HDAC2 HDAC9 HDGFL2 HECTD2 HELLS HEPH HESX1 HEXIM2 HHEX HIF1AN HIKESHI HLTF HMBOX1 HMG20A HMOX1 HNRNPA1 HNRNPA2B1 HNRNPC HNRNPK HNRNPL HNRNPUL1 HSD17B12 HSP90AB1 HSP90B1 HSPA13 HUWE1 ICMT ICMT-DT ID1 IDH3G IER5L IFI16 IGF2BP3 IGFBP2 IK ILF2 ILF3 ING4 INHBA INO80C INO80D IRX2 IWS1 JADE1 JARID2 JPT1 JUP KANK1 KAT6A KATNBL1 KCNMB4 KCNN2 KDM3A KDR KIAA0319L KIAA1143 KIF11 KIF15 KIF20B KIF26A KIF2C KIFBP KLF5 KLHL5 KNTC1 KPNA3 LAMA4 LAMTOR2 LARGE1 LARP7 LASP1 LEFTY1 LEFTY2 LHPP LINGO1 LOXL2 LRAT LRFN3 LRP2 LRRN1 LSG1 LSM3 LSM4 LYPD1 MAGED2 MAN2C1 MAP3K11 MAP3K12 MAPRE2 MAST1 MAT2B MCTS1 MDC1 MED12 MED17 MED25 MEX3C MINDY2 MKKS MLH1 MLLT10 MOBP MORF4L1 MORF4L2 MOSPD3 MPND MRPL15 MRPL43 MRPL47 MRPS11 MRPS18B MRPS23 MRPS27 MRPS31 MSC MSL3 MTF2 MTM1 MTSS1 MUS81 MYNN MYO9A NAA30 NAA38 NAALAD2 NANOG NAXD NBAS NBR1 NCBP1 NCDN NDUFA11 NDUFA2 NDUFB5 NDUFB8 NEBL NEDD4L NEMF NFE2L3 NIP7 NIT1 NKIRAS1 NKTR NME7 NMU NOC3L NOL6 NOTCH1 NSD3 NSUN3 NUCKS1 NUDT4 NUFIP2 NUP160 NUSAP1 OARD1 OAZ2 OBI1 OBSL1 ODF2L OGA OGT OIP5 OLFML3 ORC1 ORC6 OSBPL1A OSGEP OXA1L PAK1 PARG PAXBP1 PCBP1 PCF11 PCNX3 PCSK5 PDCL PDPN PER2 PGAP3 PGM2L1 PHAX PHF23 PHF8 PIF1 PIH1D1 PIK3R3 PIN4 PIP4P1 PIP5K1C PIPOX PITX2 PLEKHA3 PLEKHG3 PLIN2 PLPP1 PLPP5 PNISR PNMA1 PNP POLDIP3 POLE3 POLR3E POLR3G POU2F1 POU5F1 PPM1B PPM1N PPP1R10 PPP1R11 PPP1R15A PPP1R2 PPP2R1A PPP2R1B PPP2R3A PPP2R3C PPP2R5C PRCC PRDM14 PRDX1 PRKAR1A PRKRIP1 PRNP PRORP PRPF19 PRPF38A PRPSAP1 PRR11 PRSS8 PSEN2 PSMB1 PSMC2 PSMG2 PTN PTPN2 PTPN3 PUM1 PWP1 RAB15 RAB17 RAB25 RAB3GAP2 RAB4B RAB5A RAD23A RAD54B RANBP10 RASA1 RASGRF2 RASL11B RBBP9 RBM22 RBM23 RBM39 RBPMS RCOR3 RDH10 RDH11 RESF1 REST RETREG3 RFX1 RGS10 RIC8B RIF1 RIPK1 RMI1 RNF14 RNF24 RNF31 ROR1 RPL15 RPL30 RPL36A RPL7 RPL9 RPLP1 RPS18 RPS26 RPS29 RPS3A RRN3 RRS1 RSF1 RSRC2 RTN2 SALL1 SAP30 SASH1 SAT1 SAV1 SC5D SCAF1 SCAF4 SCG3 SCNM1 SCNN1A SDCCAG8 SDE2 SDHD SEMA6A SENP2 SEPTIN6 SERPINA1 SET SF3B5 SFPQ SFRP1 SFRP2 SFXN1 SGK3 SGMS1 SGTA SH3GL3 SINHCAF SKA2 SKIL SLC38A2 SLC39A1 SLC3A2 SLC44A1 SLC7A11 SLC7A5 SLC7A5P1 SLC7A5P2 SMAD3 SMARCAD1 SMG7 SMIM3 SNAPC1 SNAPC3 SNRPA SNRPD3 SNRPN SNX1 SORT1 SOX2 SP2 SPAG9 SPCS2 SPIRE1 SPRED1 SRSF4 SRSF7 SSBP3 SSR4 ST3GAL2 STAP2 STAT3 STC1 STXBP2 SUFU SUGP2 SULF1 SUSD6 TAF12 TAF15 TAL1 TALDO1 TARBP2 TBC1D10B TBC1D17 TBL1XR1 TBP TCAF1 TCF20 TCF7L1 TCF7L2 TDGF1 TDRP TEAD2 TGIF2 THBS2 THOP1 TIA1 TIAL1 TIMM23B TIMM8B TIMM9 TIMP4 TIPIN TJP3 TLE1 TLE2 TLE3 TMEM108 TMEM109 TMEM123 TMEM160 TMEM170A TMEM245 TMEM63A TMSB10 TNC TNFAIP2 TNRC6A TOP2A TP73-AS1 TPM3 TRA2A TRIM16 TRIM22 TRIM24 TRIML2 TRIR TRIT1 TRPC4AP TSC22D1 TSTD2 TTF2 TUBB TUBG1 TXNDC12 TXNRD1 UBALD2 UBC UBE2C UBE2D3 UBE2T UBE2W UBP1 UBQLN4 UBR1 UBR5 UFD1 UFM1 UGT8 UIMC1 UQCR10 URM1 USO1 USP25 USP44 USP49 USP7 VASH2 VASP VAT1 VCAN VCPKMT VIM VPS35 VPS52 VRTN VWA5A WBP11 WDFY2 WDR36 WDR77 WDR81 XAB2 XRRA1 YJU2 ZC4H2 ZCCHC14 ZCCHC3 ZCRB1 ZEB2 ZFP36L1 ZFYVE19 ZIC1 ZIC2 ZIC3 ZIK1 ZNF140 ZNF217 ZNF281 ZNF286A ZNF300 ZNF331 ZNF335 ZNF428 ZNF516 ZNF646 ZNF664 ZNF668 ZNF677 ZNF701 ZNF770 ZSCAN2 BENPORATH_SUZ12_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BENPORATH_SUZ12_TARGETS ABCC6 ABCC8 ABCG4 ABHD6 ABTB2 ACADL ACAN ACSS1 ADAM12 ADAMTS15 ADAMTS18 ADAMTS5 ADAMTSL3 ADAP2 ADARB2 ADCY4 ADCY8 ADCYAP1 ADGRA2 ADGRB2 ADGRL3 ADM ADRA1A ADRA2A ADRB1 ADRB3 AFF2 AJUBA AKR7A2 ALDH1L1 ALKAL1 ALOX15 ALOX5 ALOXE3 ALX1 ALX3 ALX4 AMER2 AMMECR1 AMN AMOT ANKRD11 ANKRD18A ANKRD18B ANKRD19P ANKRD20A1 ANKRD20A11P ANKRD20A2P ANKRD20A3P ANKRD20A5P ANKRD20A8P ANKRD27 ANOS1 ANXA2R ANXA2R-AS1 APBB1IP APCDD1L AQP5 ARHGAP20 ARHGAP6 ARHGEF7 ARL5C ARL9 ASCL1 ASCL2 ASCL4 ASIC2 ASTN1 ASTN2 ATF3 ATOH1 ATOH8 B4GALNT1 B4GALNT2 BARHL1 BARHL2 BARX1 BARX2 BATF3 BCL2 BHLHE22 BHLHE23 BHLHE41 BHMT BMI1 BMP3 BMP8A BMX BNC1 BRINP2 BRINP3 BTG2 C11orf87 C1orf115 C1orf122 C2CD4A CA10 CA3 CACNA1A CACNA1B CACNA1D CACNA1E CACNA1G CACNB4 CADM3 CALCA CAMK2N1 CASZ1 CAV2 CBLN1 CBLN4 CBR3 CBX8 CCBE1 CCDC140 CCNA1 CD34 CD38 CD44 CD70 CD8A CD99 CDC20B CDH11 CDH13 CDH23 CDH6 CDH7 CDK16 CDK5R2 CDKN2C CDX2 CDX4 CEBPD CELF3 CEMIP CFAP276 CFAP299 CFAP91 CFTR CGB7 CGB8 CH25H CHODL CHRD CHRDL2 CHRNA3 CHST8 CIDEA CITED1 CLCN5 CLEC14A CLEC4G CLIC6 CLSTN2 CLTRN CMTM2 CNNM1 CNRIP1 CNTFR COCH COL24A1 COL25A1 COL27A1 COL2A1 COL4A5 COL4A6 COL9A2 COLEC12 COLGALT2 COMMD3 COMP CORO6 CRABP1 CRACDL CRHBP CRHR1 CRIP1 CRLF1 CRMP1 CRTAC1 CRYBA2 CSF1 CSMD1 CSMD3 CTNND2 CTPS2 CUZD1 CWH43 CXCL1 CXCL14 CXCL16 CYFIP1 CYP1B1 CYP24A1 CYP26A1 CYP26B1 CYP26C1 CYP27B1 CYP2J2 CYP4X1 DACH1 DACH2 DBX2 DCC DCHS2 DCLK2 DDAH1 DGCR6 DGKG DGKI DHH DIO3 DKK1 DKK2 DLC1 DLL4 DLX1 DLX2 DLX3 DLX4 DMRT1 DMRT2 DMRT3 DNAJC22 DNER DNM1P46 DOK6 DPF3 DPP6 DPPA3P1 DPY19L2 DPY19L2P2 DPYSL5 DRD5 DSC3 DSCAML1 DUOX1 DUOX2 DUOXA1 DUOXA2 DUSP4 DUSP6 E2F4 EBF3 ECEL1 EDN3 EFNA1 EFNA3 EFNB1 EGFL6 EGFLAM EGR2 EGR3 EGR4 EIF4E3 ELAPOR1 ELAVL3 ELF4 ELMOD1 EML5 EMX1 EMX2 EN1 EN2 ENSG00000255537 EOMES EPAS1 EPB41L4A EPB41L4A-DT EPHA10 EPHA4 EPHA5 EPHB1 EPHB3 EPS8 ERBB4 ERG ERICH5 ESAM ESPN ESX1 ESYT3 ETFA EVA1C EYA2 F2R FAM163A FAM24B FAM43B FAM81A FAM89A FBLN7 FBN1 FBN2 FBP1 FBXL8 FBXO3 FBXO39 FEV FEZ1 FEZF2 FFAR4 FGF13 FGF20 FGF3 FGF5 FGF9 FIGLA FLI1 FLRT2 FLT3 FOXA1 FOXA2 FOXB1 FOXD2 FOXD3 FOXD4L1 FOXD4L3 FOXD4L4 FOXE1 FOXE3 FOXF1 FOXG1 FOXJ1 FOXL1 FOXL2 FOXO4 FRMD3 FRMPD1 FRMPD4 FUT4 FZD10 FZD2 GABBR2 GABRA2 GABRA4 GAD2 GADD45G GALNT18 GALR2 GAS7 GATA2 GATA3 GATA3-AS1 GATA4 GATA5 GATA6 GATM GBX2 GDA GDF6 GDF7 GDNF GFI1 GFRA1 GFRA2 GGN GHR GHSR GIMAP5 GIPC2 GJB2 GJD2 GNA14 GNAS GNG12 GPAT3 GPC3 GPC4 GPC5 GPM6B GPR101 GPR12 GPR137B GPR158 GPR27 GPR50 GPR83 GPR88 GREB1L GRIA2 GRID1 GRIK1 GRIK3 GRIN2B GRIN2D GRIN3A GRK3 GRM7 GSC GSC2 GSTM3 GSX1 GSX2 GUCY1A1 GUCY1A2 GUCY2D HAND2 HAP1 HBA1 HBA2 HCN4 HES2 HES7 HEY1 HHAT HHEX HHIP HLF HLX HMX2 HMX3 HNF1B HOPX HOXB1 HOXB13 HOXB2 HOXB3 HOXB6 HOXB7 HOXB8 HOXC11 HOXC12 HOXC13 HOXC4 HOXC5 HOXC6 HOXC8 HOXC9 HOXD1 HOXD11 HOXD12 HOXD13 HOXD3 HOXD4 HOXD8 HOXD9 HPCAL1 HPCAL4 HPSE2 HRK HS3ST2 HS3ST3B1 HS3ST4 HS6ST1P1 HS6ST3 HSF4 HSPA4L HSPA6 HTR1A HTR2C HTR6 HTR7 HTRA1 HTRA4 ICAM4 ICAM5 IER5L IGF2 IGF2-AS IGFBP5 IGSF21 IHH IKZF3 IL15RA IL17RA IL1RAPL1 IL1RAPL2 IL7 ILDR2 IMPDH1 INA INSM1 INSM2 INSRR IRS4 IRX1 IRX2-DT IRX3 IRX4 IRX5 ISL1 ISL2 ISM2 ITGA11 ITGA4 ITPKA ITPKB JUN KAZALD1 KCNA1 KCNA3 KCNA5 KCNAB1 KCNC2 KCNC4 KCND3 KCNH1 KCNH3 KCNIP4 KCNJ2 KCNJ3 KCNJ5 KCNJ6 KCNK12 KCNK13 KCNK2 KCNK4 KCNMA1 KCNQ3 KCNV1 KCTD3 KIRREL3 KL KLF14 KLF4 KLHDC1 KLHL35 KY LAMA3 LAMP5 LAYN LBH LBX1 LCORL LEF1 LETM2 LGALS3 LGI3 LGR5 LHX2 LHX4 LHX5 LHX6 LHX8 LINC01138 LINC01597 LINC02875 LIPG LMX1B LONRF3 LOX LPL LRATD1 LRCH2 LRFN5 LRP2 LRRC3B LRRC71 LRRC8C LRRTM1 LTBP2 LTK LYPD1 LYSMD2 MAB21L1 MAB21L2 MAF MAFB MAL MAP6 MAP7D2 MAPK11 MAPK4 MAPK8IP2 MAPT MCOLN3 MECOM MEGF11 MESP1 METRNL MFSD4A MGARP MGAT5B MGLL MID1 MIR137HG MKX MLLT3 MLNR MNX1 MSC MSX1 MT1A MT1B MT1DP MT1H MT1JP MT1M MT1P3 MT1X MTM1 MYF6 MYO5B MYOD1 NAGS NAV2 NBL1 NBPF11 NBPF3 NCAM1 NDNF NDP NDRG1 NDUFA4L2 NEFH NEFL NEFM NELL1 NEUROD1 NEUROD2 NEUROG1 NEUROG2 NEUROG3 NEXMIF NFIA NFIC NFIX NGB NGF NGFR NHS NIBAN1 NID2 NIN NKD1 NKX2-1 NKX2-2 NKX2-3 NKX2-8 NKX3-1 NKX3-2 NKX6-1 NKX6-2 NOG NOL4 NOS1 NOTCH2 NOTCH2NLA NOXO1 NPAS1 NPAS2 NPAS4 NPHS2 NPNT NPR3 NPTX1 NPY1R NPY5R NR0B1 NR2F2 NR4A3 NRCAM NRG1 NRG2 NRK NRP1 NT5C1A NTN1 NTNG2 NTRK1 NTRK2 NTRK3 OAF OCA2 OLFML2B OLIG1 OLIG2 ONECUT1 ONECUT2 OPRD1 OPRK1 OSR1 OSR2 OTOP1 OTOP2 OTOP3 OTP OTX1 OTX2 OVOL1 OXCT2 PABPC1L2A PAPPA PAQR5 PARD3 PARM1 PAX1 PAX2 PAX3 PAX5 PAX6 PAX7 PAX8 PAX9 PCDH11X PCDH11Y PCDH17 PCDH8 PCSK1N PCSK9 PDE4DIP PDE8B PDGFRA PDX1 PDZD2 PENK PGM5 PGR PHLDB1 PHOX2A PHOX2B PHYHIPL PIGV PIGZ PIP5K1B PIR PITX1 PITX2 PITX3 PKNOX2 PKP1 PLCB1 PLEC PLPPR1 PLPPR4 PLS3 PLXNA2 PMP22 PODN POLE POMC POU3F1 POU3F4 POU4F1 POU4F2 POU4F3 PPM1E PPP1R13B PRAC1 PRDM12 PRICKLE1 PRKCE PRKCH PRKG1 PRLHR PRMT8 PROK2 PTCHD1 PTF1A PTGDR PTGER2 PTGER3 PTGER4 PTGFR PTGR3 PTH2 PTHLH PTPRT PTPRU PXMP2 PYCARD PYY QRFPR RAB31 RAB33A RAB40B RAB6C RAB9B RAI2 RAPGEF4 RARRES1 RASEF RASGRF1 RASGRF2 RASGRP1 RASL10A RASSF5 RAX RBBP7 RBP4 RBP7 RCSD1 RDH10 REPS2 RFTN1 RGCC RGS10 RGS20 RGS9BP RHOB RIMBP3 RIMBP3B RIMBP3C RIMKLA RIN3 RIPK3 RIPK4 RIPOR1 RNF121 RNF128 ROBO3 RORB RPRML RPS6KA6 RSPO1 RSPO2 RTL4 RTN4RL2 RXRG RYR3 SATB2-AS1 SCARF2 SCD5 SCN4B SCNN1G SCP2 SCTR SDC2 SDR16C5 SECTM1 SEMA4F SEMA6D SERTM1 SETD7 SFRP1 SFRP5 SFT2D2 SGPP2 SHC4 SHH SHISA2 SHISA6 SHISAL2A SHOX SHOX2 SIAH3 SIDT1 SIM2 SIX1 SIX2 SIX3 SIX5 SIX6 SLC10A4 SLC12A5 SLC18A3 SLC1A2 SLC1A4 SLC24A4 SLC26A4 SLC27A2 SLC30A10 SLC30A2 SLC30A3 SLC30A4 SLC32A1 SLC35F3 SLC40A1 SLC46A2 SLC5A5 SLC66A1 SLC6A1 SLC6A11 SLC6A2 SLC6A20 SLC6A3 SLC6A5 SLC8A3 SLC9A2 SLC9A3 SLCO2A1 SLCO4A1 SLCO5A1 SLFN11 SLIT1 SLIT2 SLITRK1 SLITRK2 SLITRK3 SLITRK4 SLITRK5 SMAD6 SMIM14 SNX7 SORCS1 SORCS3 SOX1 SOX10 SOX14 SOX17 SOX21 SOX3 SOX7 SOX9 SPAG6 SPATA18 SPOCK2 SPOCK3 SPON1 SPON2 SPTB SQOR SRD5A2 SRPX2 SSTR1 SSTR2 ST3GAL1 ST3GAL6 ST8SIA1 ST8SIA2 ST8SIA4 STK32B STMN2 STXBP6 SUSD4 SV2B SYT10 SYT12 SYT6 SYTL4 TACR1 TACSTD2 TAFA4 TAL1 TBC1D1 TBL1X TBR1 TBX1 TBX2 TBX21 TBX22 TBX3 TBX5 TCEA3 TCEAL1 TCEAL2 TCEAL3 TCEAL6 TENT5C TET2 TFAP2C TFAP2E THBD THSD1 TLL1 TLL2 TLX1 TLX2 TMEFF2 TMEM132E TMEM132E-DT TMEM163 TMEM164 TMEM255A TMEM26 TMEM30B TMEM54 TMEM59L TMEM88 TMOD2 TMSB15B TNFRSF11A TNFRSF1B TNFRSF9 TOX2 TP73 TPPP3 TRADD TRH TRHDE TRHDE-AS1 TRIM36 TRIM67 TRIM9 TRPA1 TRPC5 TRPC6 TSC22D3 TSLP TSPAN6 TTYH1 TUBA4A TUBA4B TUBA8 UCN UCP1 UNC5B UNC5C UPB1 USH1G USP3 VASH1 VAX1 VAX2 VDR VIPR2 VSIG2 VSX1 VSX2 VWA3B WLS WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT3 WNT3A WNT6 WNT7A WRAP73 WT1 WT1-AS XYLT1 YRDC ZAR1 ZBTB16 ZCCHC12 ZEB2 ZFHX3 ZFYVE28 ZIC1 ZIC4 ZMYND11 ZMYND15 ZNF287 ZNF365 ZNF436 ZNF436-AS1 ZNF503 ZNF703 ZNF711 BERENJENO_ROCK_SIGNALING_NOT_VIA_RHOA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BERENJENO_ROCK_SIGNALING_NOT_VIA_RHOA_DN ABRACL ACTA2 ACTC1 AMOTL2 ATXN2 BOD1L1 COL4A1 COL4A2 COL5A2 CSF1 DOCK5 EGR1 EXT1 F3 FASN FERMT2 HSPA5 IER2 IGF1R JADE1 KAT2B KLF5 KLF6 LPP LUC7L3 MYH9 MYL12A NR2F2 NRP1 PAWR PDLIM7 PPP1CB PRSS23 QKI ROCK1 SC5D SF3B1 SH3GLB1 SPARC SSB TPM1 UGCG VCAM1 VCL WSB1 WSB2 WWC2 XBP1 BERENJENO_ROCK_SIGNALING_NOT_VIA_RHOA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BERENJENO_ROCK_SIGNALING_NOT_VIA_RHOA_UP ACAA2 ALDH2 ANXA8L1 ATF3 CA6 CCK CD34 CDSN CP EPHX1 GAST GPR137B GTF3C5 HLA-E ITGB7 NDRG1 NQO1 PRR13 PRRX1 PTGES PTGFR PTGR1 RBP1 RND2 SEC61A1 TNXB TRIB3 TSPO TWIST2 BERENJENO_TRANSFORMED_BY_RHOA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BERENJENO_TRANSFORMED_BY_RHOA_DN ABLIM1 ACADM ACTB ADAM23 AEBP1 AGTR2 AKAP12 ALDH1A1 AMOT ANK3 ANXA4 ANXA6 AOC3 AP3S1 APLP2 ARF5 ARFGAP3 ARHGEF25 ARSA ASCC1 ATF5 ATG12 ATN1 ATP6V0A1 ATP6V0D1 ATP6V1A ATRAID BHLHE40 BPHL BRI3 C1R CACNA1A CACNA1G CALML4 CAPN6 CASK CASP9 CAV1 CCDC80 CCDC90B CCNG2 CD24 CD276 CD47 CDK14 CDO1 CELF2 CHMP2A CLK1 CLN6 CLTA CNN3 CNPY2 COL1A1 COL1A2 COL4A5 COL5A1 COL6A2 COL6A3 COPZ2 COQ9 CPQ CPT1A CRYBG1 CSRP1 CSRP2 CSTF2T CTDSP2 CTNND1 CTSA CX3CL1 CXCL12 CXXC5 CYB5A CYP1B1 CYP4V2 CYP51A1 DAP DCAF8 DCN DCTN2 DDIT3 DECR1 DHCR7 DHRS7 DKK3 DLK1 DNAJB2 DNM1 DPP7 DTD1 EBF1 EBF3 ECH1 EID1 EIF2AK3 ELAVL2 EMB EN1 ENAH EPRS1 ERGIC3 F2R FAM8A1 FGFR1 FGFR2 FIBP FKBP10 FKBP7 FKBP9 FN1 FOXF1 FSCN1 FZD1 GAA GABARAP GALK2 GAMT GAS1 GAS2 GAS6 GBA1 GGA2 GHR GLMP GLOD4 GNAI2 GNPDA1 GNS GPC4 GRB10 GRINA GRN GSN GSTM1 GSTM3 GSTZ1 H3-3A HCFC1R1 HEBP1 HES6 HLA-E HMGCS1 HSD17B11 HSPA2 ID2 ID3 ID4 IDH1 IFI27 IFITM3 IFT25 IFT81 IGSF10 IL11RA IL17RA IL6ST ISLR ITM2B ITM2C ITPR2 JUND KAZALD1 KDELR3 KIFAP3 KLF9 KMT2E LAMA2 LAMA4 LAMB2 LAMP2 LAMTOR2 LAPTM4A LGALS9 LIMA1 LIPA LMO7 LOX LPAR1 LPIN1 LRBA LRP6 LSS LTBP4 LUM LXN LYRM2 MAB21L2 MAGED1 MAGED2 MAN2A1 MAOA MAP1LC3A MAP1LC3B2 MAPRE3 MARCKS MATN2 MCEE MEG3 MEIS1 MEIS3 MGP MGST3 MIEN1 MKRN1 MMP14 MNAT1 MNT MPC2 MRC2 MROH1 MRTFA MT1A MT2A MTARC2 MTSS2 MVD MXD4 MYL12B MYO10 MYO1D MYORG NAALAD2 NAB2 NACC2 NAGA NAGK NAXE NDFIP1 NDRG3 NDUFA6 NDUFV3 NFIB NFIX NME3 NNMT NPC2 NPR3 NRBP2 NTPCR NUCB2 NYNRIN OGA OGN OSBPL1A OSMR OXCT1 P2RX4 PCK2 PCOLCE PDCD4 PDGFRA PDGFRB PDK4 PER1 PHYH PIAS3 PIK3R1 PKD2 PLA2G7 PLAT PLCD1 PLD3 PLPP3 PLTP PMP22 PNP POSTN POU6F1 PPP3CA PRNP PRRX2 PRXL2A PSAP PTEN PTOV1 PTPN13 PTPRCAP PTPRM PTS PTX3 PYGB RAB11A RAB24 RAB3D RAB5B RAB9A RABAC1 RALGDS RARA RASA4 RBMS2 RCN1 RECK RIN2 RNASE4 RPL22 RRAGC RRAS RSRP1 RTRAF S100A13 SARDH SCD SCP2 SDHC SEC22B SEC23A SEC31A SEL1L SEMA3F SERPINB9 SERPINE2 SESN1 SFRP2 SGCB SHC1 SIRT2 SIX1 SIX4 SLC12A2 SLC1A5 SLC25A17 SLC38A2 SLC44A2 SMAD6 SMARCA2 SMIM14 SMOC2 SNAI2 SNAPIN SND1 SPARCL1 SPTAN1 SPTBN1 SQSTM1 SSBP2 SSBP4 SSPN ST13 ST3GAL2 ST3GAL5 STAT3 STMP1 STX4 STX5 SYNPO TAPBP TBL1XR1 TBX15 TCEA3 TCF4 TCF7L1 THBS2 THRA TIMP3 TLE5 TLR6 TM7SF3 TMED3 TMEM150A TMEM205 TMEM45A TMEM59 TNFRSF11B TOM1 TP53INP2 TPP1 TRAFD1 TRAPPC12 TRIO TSPYL4 TTC3 TTC30B TWIST1 TXNDC16 TXNIP UBE2H UGT1A10 USE1 USP22 VDR VEGFB VEGFD VKORC1 VPS28 VPS41 WASHC2A WASHC3 WDR6 WLS XDH XPA YPEL3 ZFP90 ZHX1 ZNF32 ZSCAN21 BERENJENO_TRANSFORMED_BY_RHOA_FOREVER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BERENJENO_TRANSFORMED_BY_RHOA_FOREVER_DN AKAP12 AMOT ANKRD1 ANXA3 BNC1 CAVIN2 CCDC80 CHD1 ECT2 EPHA2 EREG F2R FLNB GJA1 HASPIN HBEGF HSPH1 IER3 LRRFIP1 MGP MTMR10 NOP58 NPNT PHLDA1 PLAUR POSTN PTGS2 TNK2 TOM1L1 BERENJENO_TRANSFORMED_BY_RHOA_FOREVER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BERENJENO_TRANSFORMED_BY_RHOA_FOREVER_UP ALDH1A1 AQP1 CDO1 DCN DDIT3 DHRS7 GADD45A GBE1 HSD17B11 IL11RA LXN MT1A NGEF NR1D2 PDGFRA PMP22 PRRX2 TIMP3 TMEM176A TMEM176B BERENJENO_TRANSFORMED_BY_RHOA_REVERSIBLY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BERENJENO_TRANSFORMED_BY_RHOA_REVERSIBLY_DN ACTA1 ACTG2 ACTN4 ADM AK4 ALCAM CBX1 CCN1 CCN2 CINP DUSP6 ERRFI1 FEZ2 FHL1 IGF2 INHBA IRGM LATS2 LY75 MYC PBX3 PHLDB2 PTGER4 SERPINE1 SORBS1 TAGLN THBS1 THY1 TMSB4X TNC BERENJENO_TRANSFORMED_BY_RHOA_REVERSIBLY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BERENJENO_TRANSFORMED_BY_RHOA_REVERSIBLY_UP DAP DNM1 MGST3 MT2A PIK3R1 SQSTM1 TNFRSF1B UGT1A10 BERENJENO_TRANSFORMED_BY_RHOA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BERENJENO_TRANSFORMED_BY_RHOA_UP ABCE1 ABCF2 ACKR3 ACOT7 ACOT9 ACSL5 ACTA1 ACTG2 ACTL6A ACTN1 ACTN4 ADAM12 ADM ADORA2B AHCY AIMP2 AK4 ALCAM ALYREF ANAPC15 ANKRD1 ANLN ANXA3 AQP1 ARL14EP ARL4C ASF1B ASPM ATP1B3 AURKA AURKB BANF1 BAX BCAT1 BDNF BIRC5 BNC1 BOLA2 BOP1 BPGM BRCA1 BTG3 BUB1 BUB3 BYSL C4orf3 C6orf136 C9orf40 CACYBP CAPG CASP3 CASP8AP2 CAVIN2 CBX1 CBX5 CCL7 CCN1 CCN2 CCNA2 CCNB1 CCND1 CCNF CCNG1 CCT3 CCT7 CD151 CD44 CD93 CDC20 CDC25C CDC34 CDC45 CDC6 CDC7 CDCA4 CDCA5 CDCA7 CDCA7L CDCA8 CDK1 CDK8 CDKN1A CDR2 CENPA CENPV CFL2 CHAF1B CHD1 CHEK1 CHRNB1 CIB1 CINP CIP2A CISD1 CKAP2 CKS1B CKS2 CLCN3 CMTR2 COL8A1 COQ7 CORO1C COX17 CSE1L CSNK2A2 CSTF2 CTPS1 CXCL6 CYCS CYTIP DCK DCTPP1 DDX18 DDX21 DEK DHFR DHRS7B DIAPH1 DIAPH3 DIPK2A DLGAP5 DNA2 DNAJC2 DNAJC21 DNAJC9 DNMT1 DNPH1 DPYSL3 DTL DTYMK DUSP1 DUSP6 DUSP9 E2F1 E2F8 EBNA1BP2 ECT2 EED EFNB2 EI24 EIF2B2 EIF2S1 EIF3B EIF3J EIF6 ELL2 EMG1 EPHA2 EREG ERRFI1 ESD ESF1 ETF1 EXO1 EZH2 EZR FAM110A FAM136A FAM162A FAM171A1 FBL FEN1 FEZ2 FHL1 FIGNL1 FKBP2 FKBP4 FLNB FOSL1 FOXC2 FOXM1 FRAT2 FTSJ3 G6PD GADD45A GAPDH GAR1 GART GBE1 GCLM GDNF GET3 GGCT GJA1 GK GMNN GPC1 GPD2 GPN1 GREM2 GRK6 GRPEL2 GRWD1 GSDME GSR GSTO1 GTSE1 H2AC8 H2AZ1 HARS1 HAS2 HASPIN HAT1 HAUS3 HAUS6 HBEGF HELLS HIGD1A HIVEP2 HK2 HLA-B HMGA2 HMGB2 HMGB3 HMGN5 HPF1 HPRT1 HSP90AA1 HSPA14 HSPA4 HSPA4L HSPD1 HSPH1 HTRA1 IER3 IFIT2 IFRD1 IFRD2 IGF2 IGFBP6 IL1RL1 INCENP INHBA IPO11 IPO5 IPO7 IQGAP3 IRGM ITGA6 IVNS1ABP JUN KCNK2 KIF11 KIF20A KIF22 KIF23 KIF2C KIF4A KIFC1 KLF4 KPNA2 KPNB1 LAMC2 LATS2 LBHD1 LBR LDHA LIG1 LIN7C LIN9 LRRC59 LRRC8C LRRFIP1 LSM2 LSM3 LSM4 LSM8 LY75 MACROH2A1 MAD2L1 MAK16 MAPK6 MCM10 MCM2 MCM3 MCM4 MCM5 MCM7 MDM2 MIS18BP1 MKI67 MRPL12 MRPL16 MRPL18 MRPL34 MRPS10 MRPS22 MRPS25 MRTO4 MSH2 MSLN MSN MTHFD2 MTMR10 MYBL2 MYC MYCN NAA15 NASP NCBP1 NDE1 NDUFAF4 NECTIN2 NEDD4L NEK2 NET1 NFKBIA NFKBIZ NGEF NGF NHP2 NID1 NME1 NMT1 NOP16 NOP2 NOP58 NPNT NPPB NR1D2 NR4A1 NSMCE4A NSUN2 NUBP1 NUDCD2 NUP107 NUP50 NUP54 NUP62 NUP85 NUP93 NUSAP1 NXT1 ODC1 ORC1 ORC6 OTUD4 PA2G4 PBX3 PCID2 PCLAF PCNA PDLIM1 PFDN6 PFKL PGAM1 PGK1 PHC2 PHF5A PHLDA1 PHLDB2 PHTF2 PIGA PIMREG PKIA PKP4 PLA2G4A PLAUR PLEKHA1 PLK2 PLK4 PLSCR1 PMF1 PNO1 PNPT1 POLA1 POLA2 POLD1 POLE2 POLR1E POLR2E POLR3K PON2 PPA1 PPID PPP1R14B PPRC1 PRC1 PRDX6 PRIM1 PRIM2 PROCR PSAT1 PSMA1 PSMA7 PSMB3 PSMB5 PSMC2 PSMD11 PSMD13 PTCD3 PTGER4 PTGES3 PTGS2 PTPRE PTTG1 PUM3 PVR RABGGTB RACGAP1 RAD51 RAD51AP1 RAET1L RAN RANBP1 RANGAP1 RANGRF RARS1 RBL1 RBM14 RBM38 RBMXL1 RCC1 RCL1 RETREG1 RFC3 RFC4 RFC5 RFLNB RNASEH2A RNASEH2C RNPS1 RPA1 RPF2 RPL32 RPP30 RPRD1B RRM1 RRN3 RRP12 RRS1 RSL1D1 RUNX1 RUVBL2 SAA3P SAE1 SAP30 SCHIP1 SEPHS2 SERPINE1 SF3A3 SF3B5 SHMT1 SINHCAF SLBP SLC11A2 SLC2A1 SLC30A4 SLC35D1 SLC35E4 SLC4A4 SLC66A3 SLCO3A1 SLK SMC2 SMC4 SMOC1 SNRNP40 SNRPA1 SNRPD1 SNRPD2 SNRPD3 SOD2 SORBS1 SPDL1 SPECC1 SPP1 SQOR SRM SRSF1 SS18 SSRP1 STIP1 STMN1 SUZ12 TACC3 TAF1D TAGLN TAGLN2 TALDO1 TAMM41 TARDBP TBL3 TCERG1 TCF19 TDP2 TES TFDP1 TFRC TGIF1 THBD THBS1 THY1 TIMELESS TIMM23 TIMM8A TIMP1 TIPIN TK1 TMEM176A TMEM176B TMEM97 TMPO TMSB4X TNC TNFAIP3 TNK2 TNNT2 TOM1L1 TOMM40 TOMM70 TOP2A TOPBP1 TP53 TPGS2 TPI1 TRAF3 TRIM59 TRIP13 TSR1 TTC27 TTK TUBB6 TUBG1 TXN TXNRD1 TYMS TYRO3 UBA2 UBE2T UCHL5 UCK2 UHRF1 USP1 USP10 USP14 UTP18 UTP4 VARS1 VEGFA VRK1 WDHD1 WDR43 XPO1 YBX3 ZFAND2A ZFPM2 ZFTRAF1 ZNRF2 BERGER_MBD2_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BERGER_MBD2_TARGETS CEL CELA2A PRSS2 RNASE1 TFF2 BERNARD_PPAPDC1B_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BERNARD_PPAPDC1B_TARGETS_DN ACOT6 ADD3 AP3M2 ARHGAP45 CALM1 CISH DPY19L3 FAM66D FAR2 FBXO32 FGFR2 GATAD2A GLDC GPR153 GSTM4 HDAC4 HIP1 HSD17B1-AS1 IFT122 IGFBP5 IL6ST ITGAL KCNK5 KIF5C MACC1 MAPKAPK3 MT1X MXI1 NAV1 NSD3 NSF PLCE1 PLPP5 PPARA PRLR PROSER2 PRR7 PTPRG RAP1GAP RARA RCAN1 RHOF SCAMP1 SEL1L3 SERPINA1 SH3BGRL2 SH3BP2 SPRED2 STC1 STC2 SUSD4 SYT13 SYT15B TBC1D2 TFF3 THBS1 TMCC1 ZMIZ1 ZNF703 BERNARD_PPAPDC1B_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BERNARD_PPAPDC1B_TARGETS_UP AGPAT3 ANKRD44 ANP32A ARPC3 BLOC1S6 CCDC90B CCSER2 CNOT2 COX7B COX7C DENND1B DUSP22 ENSA FRMD4A GPATCH2 GPS1 H1-2 KLHL2 KLHL41 KYNU LZIC MYO7A NPEPPS PENK RABL6 RSL24D1 SCFD1 SMPD1 SNX13 SYNJ2BP TRRAP TULP3 U2SURP VPS53 WBP4 ZBTB38 ZMAT3 BERTUCCI_INVASIVE_CARCINOMA_DUCTAL_VS_LOBULAR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BERTUCCI_INVASIVE_CARCINOMA_DUCTAL_VS_LOBULAR_DN ABCA6 ADAM11 ADCY2 ADIPOQ ALDH1A1 ALDH1L1 CAV1 CCDC82 CD34 CIDEC DPT ELN EMCN ERG F2R FABP4 FOXN3 GDPD2 IGF1 MARCHF7 MFAP4 MMP3 MRGPRF NECAB1 NGFR OMD PDK4 PECAM1 PIK3CD POU2F2 RBP4 RCSD1 RPL31 RPL34 SELENOP SFRP1 SPARCL1 SYNE3 TEK TF TGFBR2 TNFRSF1B TNXB TUBB6 TXNIP VWF BERTUCCI_INVASIVE_CARCINOMA_DUCTAL_VS_LOBULAR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BERTUCCI_INVASIVE_CARCINOMA_DUCTAL_VS_LOBULAR_UP CDH1 DHCR7 DOCK3 ERBB2 FAAP20 FKBP4 GRB7 HELZ HSPA8 JAK2 MIEN1 MMP24 MYBPC2 NRGN RPIA SCARB1 SLF1 STUB1 TFAP2A TLCD5 UBE2L3 UST VPS37C YWHAB BERTUCCI_MEDULLARY_VS_DUCTAL_BREAST_CANCER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BERTUCCI_MEDULLARY_VS_DUCTAL_BREAST_CANCER_DN ACSL3 ACTA2 ACTG2 ACTN1 ACVR1 ADAM12 ADAMTS12 AGPAT2 AHNAK ANO1 AOC3 AOPEP APBA1 AQP1 ATL1 ATP13A4 BGN BOC C11orf80 C1orf116 CACHD1 CADM1 CALD1 CAPN2 CAPN5 CARD19 CARMN CAV1 CAVIN1 CBR3-AS1 CCDC15 CD81 CEP41 CHMP3 CNIH3 CNN2 CNPY4 COL8A1 COPS8 COPZ2 CTNND2 CX3CR1 DAAM1 DACT3 DDAH1 DDR2 DIPK1B DLC1 DNAAF9 EDN2 EDNRA EFNA3 EFR3B ELAPOR2 EMC3 ENDOD1 ENPP1 EPHA3 ERBB4 EXTL2 FAM210B FAP FBXO32 FBXW2 FERMT2 FHL1 FKBP9 FLNA FLNC FSTL1 GPC1 GSTA1 GTF2I GUCY1A2 H19 H2AC6 H2AC8 H4C12 H4C8 HSPG2 IRAG1 ITGB5 KANK2 KATNAL1 KCNMB1 KCTD1 KIDINS220 KLHDC10 LAMA2 LGALSL LGR6 LIMS2 LIN28A LINC03072 LMCD1 LSP1P5 MAGI3 MAPK7 MBOAT2 MDFI MMGT1 MPRIP MSRB3 MTSS1 MXRA7 MXRA8 MYH10 MYH9 MYL9 MYLK NAV3 NCOA1 NDUFV1 NME7 NORAD NOSTRIN NPR2 NPR3 OBSL1 PALM2AKAP2 PARVA PCDH18 PDE5A PDGFD PERP PICALM PLSCR3 PPP1R1B PRICKLE1 PTPN14 PTPN21 PTPRZ1 RABGAP1 RCAN1 RFLNB RGS4 RGS5 RIT1 RTN4 RUNX1 SAV1 SEMA5A SH3PXD2A SLC4A3 SLIT3 SLX4IP SMIM10L2A SMTN SNAI2 SNHG14 SNRPN SNX21 SORT1 SPEG SPOCK1 SPRED2 SRPX2 STARD13 TAGLN TGFB1I1 THBS4 TIMP3 TLN2 TMEM134 TMEM192 TMEM61 TPM2 TTC28 TTC3 TUBG2 UACA VPS37D VSNL1 ZBTB43 ZCCHC24 ZFYVE1 ZNF20 ZNF385D ZNF426 ZNF727 BERTUCCI_MEDULLARY_VS_DUCTAL_BREAST_CANCER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BERTUCCI_MEDULLARY_VS_DUCTAL_BREAST_CANCER_UP ABCA3 ABCC4 ACSL5 ADAM8 ADORA2A AGMAT AIFM2 AIM2 ANKRD22 ANXA7 APOE ASPHD2 ATP8A1 ATXN7 BHLHA15 BIRC3 BMAL2 BTN3A1 BTN3A3 BUB3 C12orf4 C1RL C1RL-AS1 C1S C1orf174 C2CD2 C9orf72 CALHM6 CASP10 CASS4 CBS CCDC69 CCDC88C CD274 CD38 CDCA3 CDCP1 CEBPD CENPA CEP55 CGAS CHCHD1 CLEC2D CLEC7A CTSS CUL2 CYBA DAZAP1 DDX50 DESI1 DHX34 DNAJC9 DRAM1 DTX3L E2F5 EEF1AKMT4 ELL EME2 EMG1 EPB41 ERAP1 ERO1B ETV6 ETV7 FAM53B FBL FBRSL1 FOXJ2 FOXM1 GABBR1 GABPB1 GALM GBP4 GBP5 GLRX GRK3 GRWD1 GTSE1 GYG1 GZMA HCP5 HEATR1 HERPUD1 HLA-DOB HSH2D HSPA4 ICAM1 IFI30 IGLC2 IL12RB1 IL15 IL15RA IL27RA IL32 INTS13 IQCG IRF1 ISCU ITGB7 KBTBD8 KLRC1 LAG3 LAP3 LARS1 LINC00869 M6PR MAGOHB MAP2K1 MCM10 MCMBP ME2 MICB MINPP1 MIR155HG MKI67 MRTO4 MYNN NBN NCF1 NFE2L3 NFKB2 NFKBIE NME3 NOC3L NOP16 NOP2 NR1H3 NSMCE4A NUP93 PARP8 PARVB PCOLCE2 PCSK6 PHB2 PHF19 PIM2 PLCL2 PLGRKT PNKD POGLUT1 PPA1 PPIF PPP1R15B PQBP1 PRR13 PSAP PSMA5 PSMB10 PSMB2 PSMB8 PSMB9 PSMG4 PTPN6 PUS1 RAP2B RARS1 RASGEF1A RCL1 RELB RFX5 RGS1 RILPL2 RIMKLB RNF207 RPS21 SCML1 SEC23IP SELENOH SGPL1 SIAH2 SKAP1 SLC2A6 SLC4A1AP SLC7A1 SNHG12 SNHG26 SOCS3 SOD2 SPATA5L1 SRGN STAMBPL1 STAT1 STYK1 TAGAP TAP1 TAPBPL TCOF1 TEAD4 TIAL1 TLR2 TNFAIP2 TNFRSF14 TNFRSF1B TRABD TRAF3 TRAFD1 TREX1 TYMP TYSND1 VCAM1 WARS1 XPNPEP1 YBX3 ZCCHC9 ZFP42 ZMIZ2 ZNF512B BHATI_G2M_ARREST_BY_2METHOXYESTRADIOL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BHATI_G2M_ARREST_BY_2METHOXYESTRADIOL_DN AARS1 ABHD14B AIG1 AK7 AMPD3 ARHGAP24 ARHGAP9 ATF4 B3GALT6 BAG1 BFSP1 BOLA1 C1orf54 C5 CAST CBS CCL20 CCNB1IP1 CD3G CEBPG CEP104 CIRBP CLIC6 CRTAP CSNK2A2 CTH DCN DENND2D DET1 DNASE2 EEF2 EEF2KMT EIF2S3 ELAC1 EPRS1 FANCF FGB GARS1 GCHFR GDF3 GFI1 GPT2 HCAR1 HELQ HERPUD1 HLA-E IFRD1 IGBP1 IGDCC3 IL1A JRKL KRCC1 LAPTM5 LARP6 LCK LENG1 MACROD1 METTL9 MID1IP1 MLANA MPND MRNIP MT1F MTHFD2 MYL5 NEURL2 NIPAL3 NLGN1 NOA1 NOP53 NOSTRIN NUPR1 OGDHL P2RY2 PDE8B PER2 PGLS PRKAG1 PRKCZ PRTFDC1 PSAT1 PVALB PYCR1 RBM3 RCSD1 RHAG RPL10A RPL12 RPL26 RPL3 RPL31 RPL34 RPL36A RPS17 RPS2 RPS2P32 SARS1 SCRG1 SCUBE2 SESN2 SGSH SIRPA SIX6 SLCO2B1 SMOC2 SNAPC5 SPSB2 STAR TCF7L1 THRA TIMP4 TMEM79 TMPRSS4 TPCN2 TRIB3 TYRP1 VMO1 XK ZBED3 ZFAND1 ZFP62 ZNF277 ZNF490 ZNF581 ZNF613 ZNF658 BHATI_G2M_ARREST_BY_2METHOXYESTRADIOL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BHATI_G2M_ARREST_BY_2METHOXYESTRADIOL_UP ALG13 ANKK1 ANKRD42-DT ANXA1 API5 ASPM ASRGL1 ATL3 AURKA BMS1P1 BUB1 CALHM6 CALR CBX3 CCN1 CCNB1 CDC20 CDC6 CEP43 CERK CORO1C CTNNAL1 CTPS1 DKK1 DLGAP5 DNAL1 EBLN2 EGR1 EIF2S1 EIF5A2 ELOA ERC2-IT1 FAM215B FAM3C FAP FOS GALNT2 GALNT3 GCLM GGT6 GMNN GNG11 GP2 H1-2 H2AC8 H3C8 HACD3 HCK HSP90AA1 HSPA5 IER3 IFNLR1 IL12RB2 IL24 ILDR1 KYNU LIMK1 LRP3 LSM6 MAD2L1 MAPK1 MED17 MIR22HG MPP4 MYBL2 NACC2 NDC1 NDUFA9 NDUFAB1 NEDD4L NEK2 NLRP2 NRAS NUF2 OGFRL1 PBK PCMT1 PCNA PCYOX1 PDE4C PDGFC PDZD7 PHIP PIF1 PLEKHB2 PNN POLR2A PPP1R12B PRAC1 PSMA2 PSMA3 PTBP2 PTTG2 PURB RAB27A RABGEF1 RAMP1 RASIP1 RAX2 SCLY SMOX SND1-IT1 SNRPA1 SOD2 SPARC SPC25 SPCS3 SPHK1 STAG3L1 TACSTD2 TBX18 TEP1 TFRC TMC8 TNFSF14 TNPO1 TTC39A TUBB6 UBR7 WWTR1 YIF1B ZSCAN30 BHATTACHARYA_EMBRYONIC_STEM_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BHATTACHARYA_EMBRYONIC_STEM_CELL ARL5B AURKB BRIX1 CACHD1 CALU CCNB1 CCNC CCT8 CDK1 CRABP1 CYP26A1 DDX21 DSG2 DTL EIF4A1 ELOVL6 EPRS1 FABP5 FAM83D GAL GDF3 GJA1 GNL3 GSX1 HDAC2 HMGA1 HMGB2 HNRNPAB HSPA4 IDH1 IFITM1 IGF2BP2 IMPDH2 JADE1 KIF4A KPNA2 KRT8 LDHB LIN28A LRRN1 MAD2L2 MGST1 MTHFD1 MTHFD2 NANOG NASP NME2 NPM1 OR7E33P PITX2 PODXL POU5F1 PSIP1 PSMA2 PSMA3 PTTG1 RCC2 RPL24 RPL4 RPL6 RPL7 RPLP0 RPS24 RPSAP44 RSL24D1 SEMA6A SEPHS1 SERPINH1 SET SFRP2 SLC16A1 SMS SNRPF SRSF7 SSB TDGF1 TK1 TNNC2 TNNT1 TPX2 TUBB TUBB6 ZNF257 ZNF43 BHAT_ESR1_TARGETS_NOT_VIA_AKT1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BHAT_ESR1_TARGETS_NOT_VIA_AKT1_DN ALAD ANK3 ARID5B ARMC7 ATP1B1 ATP8B2 ATXN1 BCL2L1 BTG2 CAMK2G CD55 CDH3 CDK6 CDYL2 CFAP206 CGN CHRM3 CHST15 CLDN9 CPEB4 CRACDL CREB3L2 CYB5D2 DBP DDIT4 DLL1 EDN2 EFNA1 EFNB2 ENPP1 EPHA4 ESR1 EXT1 FRMD6 GATA3 GTF2IRD1 HBP1 IGSF3 INSIG2 KCTD18 KLF9 KYNU LAMB1 LRATD2 MAP3K5 MEF2D NPAS3 NRP1 OSBPL10 PBX1 PDK4 PLEKHF1 PPARG PSD3 PTPN21 PTPRK RERE RGL1 RNF144B RNF43 RXRA S1PR3 SASH1 SEMA3E SHROOM3 SLC16A5 SLC22A23 SLC29A3 SLITRK6 SMAD3 SNTB2 SPATA7 SPTSSB SUSD6 SYTL2 TCF7L2 TGFB2 TLE1 TNFRSF19 TNS3 TRAM2 TSC22D3 TUFT1 UBE2H UGT1A6 YPEL2 ZFYVE1 ZKSCAN1 BHAT_ESR1_TARGETS_NOT_VIA_AKT1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BHAT_ESR1_TARGETS_NOT_VIA_AKT1_UP A4GALT ACIN1 ACSS1 ADAMTSL5 ADCY9 AHCTF1 ALPL AMZ1 AP1B1 ARHGEF18 ASB13 ATP6V1C2 AUNIP AXIN1 B4GALT1 BCL11B BHLHE40 C16orf74 C1QTNF6 CA12 CAMTA1 CARD19 CBFA2T3 CCDC3 CCM2L CCND1 CDC6 CDK5R1 CELSR2 CHD9 CHST8 CHSY1 CISH CNKSR3 COLGALT1 CXXC5 CYP1B1 CYP4F11 CYP4F22 DEGS2 DEPTOR DHRS2 DHRS3 DOK7 E2F2 E2F6 EEIG1 FARP1 FCMR FGFRL1 FHL2 FKBP4 FLNB FOXC1 FRK GAB2 GFOD1 GINS3 GNL2 GPATCH4 GPR68 GPRIN1 GREB1 GSG1L HCK HK2 HPDL HR IER5L IFRD1 IGFBP4 IL20 INO80B ISG20L2 KAZN KCNK6 KDM4B KHK KLK10 KRT15 LETM1 LHX4 LHX6 LMO1 LONRF2 LRG1 LRIG1 MAG MANEAL MAT2A MCM10 MED24 MFSD2A MLPH MORC4 MPPED2 MREG MSMB MYB MYBBP1A MYEOV NCOR2 NCS1 NEIL2 NHERF1 NIP7 NMRK1 NOL6 NOLC1 NT5DC3 NUDCD1 NXNL2 NXT1 OLFML3 OSGIN1 OVOL2 P2RY2 PADI3 PDLIM3 PDZK1 PGBD5 PGR PHLDA2 PIP4K2A PITX1 PKIB PLEKHH1 PMM2 POLR1B POP1 PPARGC1B PPRC1 PRR5 PRSS23 PTGES PTH1R RAB3IL1 RAPGEFL1 RARA RCL1 REEP1 RET RIMS4 RPP40 RPUSD1 RRP12 SCNN1A SCNN1B SEC14L2 SEMA3B SH2B2 SH2D2A SHB SIAH2 SIN3B SLC1A4 SLC22A5 SLC25A19 SLC29A1 SLC2A1 SLC2A8 SLC47A1 SLC7A5 SMOX SMTNL2 SNAPC4 SNX24 SOX3 SOX8 SPATS2L SPINK4 SRM STC2 SULT2B1 SUSD3 SVIL SYBU SYNDIG1 SYTL4 TBKBP1 TENT5C TFF2 TGIF2 TGM2 TH THOC5 TIAM1 TIPARP TJP3 TMEM104 TMEM51 TMPRSS3 TPD52L1 TRIM47 TRMT61A TSEN54 TSKU TUBB2B UBIAD1 UHRF1 UNC119 UNC5A UST VWF WDR46 WFS1 WWC1 XBP1 XRCC3 ZNF185 ZNF703 BHAT_ESR1_TARGETS_VIA_AKT1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BHAT_ESR1_TARGETS_VIA_AKT1_DN ABCC5 AFAP1L2 ALAD ARID5B ATP1B1 ATP8B2 BCAR3 BCL2L1 BLNK CDH3 CDK6 CDYL2 CFAP206 CGN CHST15 CLDN9 CPEB4 CREB3L2 DBP DLL1 EDN2 EFNA1 EFNB2 EHF EPS8 ESR1 FAXDC2 GABBR2 GALNT10 GPD2 GRHL1 GTF2IRD1 HBP1 IGSF3 IL1R1 INSIG2 KIAA0513 KLF9 LAMB1 LETMD1 LMBRD1 LRATD2 MEF2D MKX NPAS3 NRP1 PDK4 PLEKHF1 PLPP3 PPL PSCA PSD3 PTPN14 PTPN21 RAB18 RARG RBL2 RNF144B S1PR3 SASH1 SEMA3E SHROOM3 SLC16A5 SLC22A23 SLC29A3 SNTB2 SPATA7 ST8SIA4 SYTL2 TGFB2 TLE1 TNC TRIM45 TRIM52 UBE2H VPS9D1 YPEL2 YPEL3 ZDHHC7 ZKSCAN1 ZMYND8 ZNF277 BHAT_ESR1_TARGETS_VIA_AKT1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BHAT_ESR1_TARGETS_VIA_AKT1_UP A4GALT AATF ACIN1 ADAMTSL5 ADAP1 ADARB1 ADCY3 ADCY9 AKNA ALDH3B1 ALPL AMZ1 AP1B1 ARAP3 ARHGEF18 ARMC6 ASB13 ATF3 ATP6V1C2 ATRIP AXIN1 B4GALT1 BCL11B BEGAIN BHLHE40 BRD9 BRINP2 C16orf74 C1QTNF6 C1orf159 C5AR2 CA12 CALM1 CAMTA1 CARD19 CBFA2T3 CCDC3 CCM2L CCND1 CCNP CDC34 CDC42EP1 CDC6 CELSR2 CERS1 CHD9 CHST8 CLUH CNKSR3 CTSD CXXC5 CYP1B1 CYP26A1 CYP4F11 CYP4F22 DEGS2 DHRS2 DHRS3 DOK7 DUSP2 E2F2 EEIG1 EFHD2 EIF2S1 EIF3B FAAP100 FARP1 FCHO1 FCMR FGFRL1 FHL2 FKBP4 FLAD1 FLNB FOS FUT4 GAB2 GADD45B GADD45G GATAD2A GDF15 GFOD1 GINS2 GLA GNL2 GPATCH4 GPR37L1 GPRIN1 GREB1 GSG1L HCK HDAC4 HK2 HLA-DRB1 HOMER3 HPCAL1 HPDL HR HROB HSD11B2 HSPB8 IER3 IER5L IFRD1 IGFBP4 IL20 IMP4 INO80B ISG20L2 JADE2 KAZN KCNK15 KCNK6 KDM4B KHK KLC1 KLK10 KRT13 KRT15 LETM1 LHX4 LMO1 LONRF2 LRFN4 LRG1 LRIG1 LTBP3 MAG MANEAL MAPT MAT2A MCM7 MCRIP2 MED24 MFSD2A MLPH MPPED2 MRPS17 MSMB MTFP1 MYB MYBBP1A MYEOV NADSYN1 NCOR2 NCS1 NEIL2 NHERF1 NIP7 NMRK1 NOD2 NOL6 NOLC1 NOP14 NT5DC3 NUDC NUDCD1 NXT1 OLFML3 OSGIN1 OVOL2 PA2G4 PADI3 PAK4 PAM16 PARP12 PCYT2 PDLIM3 PDZK1 PGR PIP4K2A PITX1 PKIB PLEKHH1 PMM2 PODXL POLR1B POP1 PPARGC1B PPIF PPRC1 PRKAG2 PRR5 PTGES PTH1R PTRH2 QSOX2 RAB11FIP3 RAPGEFL1 RARA RCL1 RECQL4 REEP1 RET RGS16 RIMS4 RNF144A RPP40 RRP12 RTKN RUVBL1 SBNO2 SCARB1 SCNN1A SCNN1B SEC14L2 SEMA3B SEPTIN9 SH2B2 SH2D2A SHB SIAH2 SIN3B SLC10A3 SLC1A4 SLC22A5 SLC25A25 SLC29A1 SLC2A1 SLC2A8 SLC6A6 SLC7A2 SLC7A5 SLC7A6 SLX9 SMTNL2 SNX24 SPINK4 SRM STC2 STK24 STX1A SULT2B1 SUSD3 SVIL SYBU SYNDIG1 SYT12 TBC1D16 TBKBP1 TBX2 TENT5C TFF2 TGIF2 TGM2 TH THOC5 TIAM1 TIPARP TJP3 TMEM104 TMEM120B TMEM51 TOE1 TOMM40 TPBG TPD52L1 TRIM47 TRMT61A TSKU TUBA3C TUBB2B TWNK UBALD1 UBIAD1 UBQLN4 UHRF1 UNC119 UNC5A UST VGF VWF WDR46 WFS1 WNT4 WWC1 XBP1 XRCC3 ZFP36L1 ZNF185 ZNF703 BIDUS_METASTASIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIDUS_METASTASIS_DN ABHD17A ACACB ACADS ACTN1 AHR AKAP13 AMY2B ANO10 APOL6 AQP1 ARHGAP6 ATP8B4 BIN1 BRMS1 BRWD1 C14orf28 C3orf85 CCR10 CD34 CFLAR CHPF2 CIRBP CKMT2 CLEC11A CLU CNRIP1 CORO1A COX7A1 CPPED1 CTBP2 DAB2 DDX24 DISP1 DOK1 DTWD1 DUOX2 EHD1 ENG EP400 EPM2A-DT EVA1B F13A1 FADS3 FAM174C FAM3A FBXO32 FRMD4A GABARAPL1 GALNT6 GATA2 GGTA1 GMFG GSDMD GTF2F1 GYPC HEMK1 HLA-DRA HP INO80D INSYN1 IRF3 ISOC2 ITGAL KLHL2 KLHL22 LAMP5 LINC01770 LPAR5 MAN2B1 MARCHF2 MIR29B2 MKKS MR1 MS4A6A MVP NAGK NALCN NBN NEIL2 NHS NME3 NR1H2 NUDT6 PABIR1 PARM1 PARP10 PDK2 PGAP3 PGGHG PHLDA3 PIP PLEKHA2 POU5F1 PPFIBP1 PPM1M PRAG1 PRRX1 PTK2B PTP4A3 PTPN4 PWWP3A R3HDM1 RAB4B RASSF4 RASSF7 REX1BD REXO1 RGL1 RIN2 RNASEL RND1 RNF213 SASH3 SECISBP2 SELENOM SELPLG SEMA5A SIDT2 SIL1 SIRPA SIRPAP1 SLA SLC25A20 SLC25A37 SLC39A3 SLC52A3 SPON2 STAB1 STK11 STK17B STRN TAF3 TBC1D8B TFDP2 THEM4 TLR5 TMC5 TMEM50B TNFRSF1A TOB2 TRPV2 TSPAN4 TTC17 TULP4 TUT7 UBN2 VWA5A WASHC3 ZBTB17 ZBTB20 ZNF404 ZNF45 ZNF641 ZSCAN16 BIDUS_METASTASIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIDUS_METASTASIS_UP ADNP AGAP1 AMD1 ANKRD54 ARPP19 ARX ASF1B ATF2 ATP6V0A2 AURKA AZI2 AZIN1 BCL7A BIRC5 BPTF BUB1 C5orf22 CAND1 CBFB CBLL1 CCDC15 CCDC47 CCDC57 CCNA2 CCNB1 CCNB2 CCNY CDC23 CDC6 CDK1 CDK2AP1 CDYL CEBPG CENPA CENPF CENPN CEP57 CHEK1 CKAP5 COPS8 CREB5 CRKL CRY1 CSE1L DBF4 DCTN4 DDX21 DEPDC1 DHFR DKC1 DLGAP5 DNAAF2 DSP ECT2 EFHC1 EIF1 EIF4A3 EIF4E ELAVL1 ERCC6L FANCI FEM1A FEN1 FNDC5 FSD1L G3BP1 GAS2L3 GET1 GID8 GMNN H2AZ1 HBS1L HMGB3 HMGXB4 HNRNPA2B1 HNRNPA3P1 HNRNPD HNRNPDL HNRNPH3 HNRNPK HNRNPR HNRNPU HSF2 HSP90AA1 HULC HUWE1 IFT74 IFT81 KCTD6 KDM6A KHDRBS1 KIF11 KIF1B KIF4A KLC1 KLHL23 KNL1 KNSTRN LARP4 LCA5L LMNB1 MACROH2A1 MAD2L1 MAPK1 MAPKAPK5 MARCKS MCM10 MEAF6 MED14 MLLT10 MNS1 MPHOSPH9 MRPL42 MTDH MXD1 NAP1L1 NCAPH NCBP2 NDRG3 NEMP1 NF1 NFIB NONO NPM1P22 NRAS NSD2 NUP153 NUSAP1 ODC1 OR4F3 P4HA1 PAGE2 PAIP1 PAK2 PATL1 PBK PCBP1 PCNX1 PHF10 PLD6 PLK4 PLOD2 PNMA1 PNMA8A PPP1R14C PPP2CA PRELID3B PREPL PRKDC PSMD10 PTGES3 PTP4A1 RAB22A RAB28 RAB7A RABGAP1L RABGGTB RACGAP1 RAE1 RBBP4 RCOR1 RFC4 RFC5 RHBDL3 RLIM RMND5A RNF138 RRM1 RRM2 RRN3 SEC23A SEC24B SFPQ SGMS2 SLC35B4 SLC66A1L SMC1A SMC4 SMS SNRPD1 SQLE SRD5A1 SRSF1 SRSF12 SRSF2 SRSF9 SSRP1 STK24 STRN3 SUMO4 TARDBP TFDP1 TFRC TLK2 TMEM33 TPX2 TRA2B TRAV6 TSR1 TSR2 TTF2 TUBGCP4 TYMS UBE2C UBQLN2 UBXN2B UNK USP13 USP9X VBP1 VDAC1 WAC WBP11 WDHD1 YBX1 YTHDF1 YWHAE ZIC2 ZNF318 ZNF550 ZNF568 BILANGES_RAPAMYCIN_SENSITIVE_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BILANGES_RAPAMYCIN_SENSITIVE_GENES ACSL1 BRAP BRI3BP DHX35 EDC4 GPD2 HAP1 INSIG1 ITGA6 LRRC41 MED23 N4BP3 NEU1 NUDT7 POLR1B PPM1L PPWD1 PRCC RAMP3 RPL11 RPL22 RPL23A RPL27 RPL34 RPL35 RPS15 SAT1 SHTN1 SLC12A9 SLC26A1 SMC2 SREK1 TADA1 TBC1D16 TMEM179 TNFAIP2 TPRN BILANGES_RAPAMYCIN_SENSITIVE_VIA_TSC1_AND_TSC2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BILANGES_RAPAMYCIN_SENSITIVE_VIA_TSC1_AND_TSC2 ACBD6 ACOT1 AHCY AIMP1 ATP5F1A ATP6V1G2 BCS1L BGN BLVRB BRI3BP BTF3 CCT2 CCT4 CNIH1 CRYZ CS EIF2S3 EIF3E EIF3K ENTPD3 FXR1 GAPDHS GTPBP6 GYG1 HNRNPA1L2 HSPA8 IGBP1 IMPDH2 KDELR1 MRPL30 NAA10 NAP1L1 NME2 NOL3 NSA2 NUDT21 OLA1 PAICS POLR1C PPIB PPM1G PRCP PRDX3 PSAT1 RPH3AL RPL10A RPL3 RPL31 RPL35A RPL36 RPS21 RPS26 RPS28 RTRAF SERPINB6 SLC25A17 SLC25A3 SLC25A5 SSR4 TCP1 TOMM20 TSPAN15 TUBB TUBB2A TUBB4A UQCRFS1 VDAC1 VIM ZNF496 BILANGES_SERUM_AND_RAPAMYCIN_SENSITIVE_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BILANGES_SERUM_AND_RAPAMYCIN_SENSITIVE_GENES C8G COX7A2L CS EEF1A1 EEF1B2 EEF1G EEF2 EIF3F EIF3H EIF3L EIF3M EIF4B EXD2 FAU KCNK13 LTA4H NBEA NOP53 PTMS QARS1 RACK1 RBBP6 RPL10 RPL13 RPL13A RPL14 RPL15 RPL18 RPL18A RPL21 RPL23 RPL24 RPL26 RPL27A RPL28 RPL29 RPL30 RPL32 RPL36A RPL4 RPL5 RPL6 RPL7 RPL7A RPL8 RPS10 RPS13 RPS14 RPS16 RPS17 RPS19 RPS23 RPS24 RPS25 RPS27A RPS3 RPS3A RPS4X RPS5 RPS6 RPS7 RPS8 RPS9 SIN3B SPRY2 TMEM121B TPT1 UBA52 USE1 BILANGES_SERUM_RESPONSE_TRANSLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BILANGES_SERUM_RESPONSE_TRANSLATION ARID5B CPT1B CYP17A1 DNM1 EEF1A1 EEF1B2 EEF1G EIF3F EIF3H FTH1P19 KHSRP KIF21B LALBA MYL3 NSA2 PTMS RACK1 RAVER2 RPL10 RPL14 RPL18A RPL21 RPL29 RPL4 RPL6 RPS19 RPS3 RPS4X RPS5 RPS6 RPS7 RPS8 SYT10 TCF7L2 BILANGES_SERUM_SENSITIVE_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BILANGES_SERUM_SENSITIVE_GENES ACBD6 AHCY AKAP12 AQP1 ARID5B ASL BGN BLVRB CDC37 CDKN1C CPT1B CRLF1 CRYZ CS CTRB2 CYP17A1 DDX6 DNM1 DYNC2I2 EIF3E EIF3K FTH1P19 GABBR1 GBP5 HIPK2 HS6ST3 IGBP1 IL3RA IQCD JUN KHSRP KIF21B LALBA LARS2 LBR LPAR6 MDN1 MESP2 MMP3 MRPS5 MTDH MYL3 NAA10 NAP1L1 NCEH1 NFAM1 NGEF NSA2 OLA1 P2RX2 PCP2 PENK PLOD1 PLPP3 POU4F1 PSD RAVER2 RCC2 RPH3AL RPL10A RPL31 RPS18 RRAGD SIDT2 SPEN SUPT16H SYT10 TAPBPL TCF7L2 TERF1 TLE3 TLX2 TMEM9 TOMM20 TUBB TUBB2A UTF1 XCR1 ZFYVE27 ZNF423 BILANGES_SERUM_SENSITIVE_VIA_TSC1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BILANGES_SERUM_SENSITIVE_VIA_TSC1 DDB1 DNAJC5G DUSP4 EGR1 GRB14 GREM2 JUNB KCTD15 KRT84 LHFPL4 MEOX1 MFAP4 NNAT PHLDA1 RND3 SLC22A6 TAC1 TBL2 TUBA4A UTP6 ZBTB12 BILANGES_SERUM_SENSITIVE_VIA_TSC2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BILANGES_SERUM_SENSITIVE_VIA_TSC2 ATP1A1 CCDC88A CCN1 CCN2 COL1A2 COL3A1 DDX46 DICER1 EIF3A EIF3C EIF5B FAM234B FAM98B GBF1 GLG1 H1-4 H2AL3 INTS15 KIF1B KIFC1 NEDD4 NPM3 NUMA1 SMARCA4 SMG6 SNRPD3 SPAG5 TBC1D16 THBS2 THOC2 TUBB2B UBA6 BILBAN_B_CLL_LPL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BILBAN_B_CLL_LPL_DN ACAP2 ANXA1 ARGLU1 ARHGEF6 BIN2 CAPN3 CCNL1 CNTNAP2 DUSP1 DUSP22 EIF4A1 FCRL2 FGL2 FNBP4 FOS FYN GLRX GOLGA8N HMGB2 HOMER3 ID2 IER3 JUNB KLF4 KLRK1 MARCKS MNDA MS4A6A MSL1 PMAIP1 PNISR PRNP RGS2 SAT1 SFPQ SORL1 SRSF7 SUGP2 SULT1A2 TCF7 ZBTB20 BILBAN_B_CLL_LPL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BILBAN_B_CLL_LPL_UP ABCA6 AGPAT5 AKAP12 ARMCX2 ATOX1 ATP6V0A2 AZIN1 BACH2 BCL10 BCL7A BNIP3L CCR7 CEACAM1 CPT1A CREB3L2 CYP51A1 DIP2C DIPK1A DMD DNMBP ELMO1 FBXW11 FCER2 FLNB FRY GPR18 GSDME HEATR1 HLA-DQA1 IGHD IGKV1D-17 IGSF3 IRF4 JADE3 KANK2 KIAA0040 KLK2 LPL MFAP1 MYBL2 NSF OAS1 OAS2 PEG10 PIM1 PNMA2 RRBP1 SEPTIN10 SERINC5 SGCE SIAH1 SIT1 SLC23A2 SLC39A14 SOWAHC ST6GAL1 ST6GALNAC4 TBC1D1 TLR7 TMEM140 TOP1 TRRAP WSB2 ZFP64 BILD_CTNNB1_ONCOGENIC_SIGNATURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BILD_CTNNB1_ONCOGENIC_SIGNATURE ABI2 ARHGAP29 ARL5A ASH1L ATRX AXIN2 BAMBI BOD1L1 CBX3 CHD9 CLN8 COL13A1 COL8A2 CYP24A1 DDR2 DDX52 DHX36 DUSP5 DYNC1H1 ELF1 EPRS1 FAM120A FBXO11 FERMT1 FGD6 FLNB FOXQ1 FRYL GNG12 HIPK2 IGLVIVOR22-1 IL1A KATNBL1 KAZN KDM4B KHNYN KRTAP2-3 LARP4B LATS2 LRBA LUZP1 MAPKAP1 MED31 MIRLET7BHG NCOA3 NEK1 NEMF NR3C1 PHACTR2 PIK3C2A PLAGL1 PLEKHA1 PNISR PTHLH QKI RBM25 RUNX2 SBSPON SCAF11 SCML1 SECISBP2 SMC3 SMG1 SORL1 SREK1 SRSF10 SRSF6 TAF1D THOC2 TMCC1 TNFAIP3 TOP1 TRIM14 URB1 VCAN WASHC4 ZMAT3 ZNF532 ZNF703 BILD_E2F3_ONCOGENIC_SIGNATURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BILD_E2F3_ONCOGENIC_SIGNATURE ABCB10 ABCC10 ABCG2 ABHD15 ADCY3 ADGRB2 AK4 AKR1B1 AKT1 ALDH5A1 ANKH ANKRD18A ANKRD18B AP1S2 ARFGEF3 ARHGAP8 ATAD2 ATRNL1 B4GALT6 BCL2L11 BCOR BRI3BP C6orf136 CAMK2N1 CAMKK2 CCND3 CCNE1 CCNE2 CCNO CCP110 CD83 CDK19 CDKN1C CDKN2A CDKN2C CEBPA CENPX CEP78 CHD7 CHML CHST1 CHST2 CHST7 CIBAR1 CIZ1 CMPK2 CRELD2 CRY1 CSPG5 CXXC5 DCK DCLRE1B DDAH1 DGKQ DIS3L DNAJC9 DONSON DPY19L1 DTL DVL3 DYM E2F7 EEF1A2 EIF4A1 EML6 ENO2 ENSG00000282033 ENTPD1-AS1 EPB41L4A EPB41L4B EPHA2 EPHX4 EZH2 FAM171A1 FAM222A FANCA FAXC FBXO21 FEN1 FERMT1 FGF9 FGFR3 FOXQ1 FRAT1 FUT11 FZD1 GAS5 GCH1 GINS1 GKAP1 GLRB GNAL GNAS GPR137B GPR27 GSE1 HACE1 HECA HELLS HEY1 HRK IL17RB IL1B INHBB INO80C INSR JPH1 KANK2 KCTD15 KCTD6 KDM2B KDM4B KHDRBS3 KISS1R LIN7B LRIG1 LRP4 LRP8 LYPD6 MACIR MANEAL MAP3K21 MBOAT1 MDN1 METTL21A MFHAS1 MIR449A MIRLET7BHG MMP15 MRAS MYB NASP NAT9 NCKIPSD NCR3LG1 NEFL NEMF NETO2 NFATC3 NHERF1 NIN NIPA1 NOL4L NR2F1 NSG1 NUP155 PCNA PCOLCE2 PDE8A PEG10 PFKFB3 PHF10 PHF2 PHTF2 PIN1 PKN3 PLCL2 PLPP3 PLXND1 PMS2P1 POLE POLE2 PRRG4 PSIP1 PTCH1 PTGS1 PUM3 PWP1 PXMP2 PXYLP1 RAB15 RAB26 RASEF RAVER2 RBM25 RDH13 RECQL4 REEP1 RETREG1 RIPPLY3 RPA1 RPL17 RRAGD RTN4R RUNX3 SAC3D1 SAMD1 SBK1 SCN8A SCNN1A SFMBT1 SH3BGR SHANK3 SHISA8 SHROOM1 SIN3B SIX5 SLC16A6 SLC25A12 SLC27A3 SLC30A4 SLC35G1 SMAD6 SMIM43 SOBP SOX12 SREBF1 SRSF6 SRSF7 SSX2IP STXBP1 SYNM TAF1D TAF4 TBC1D9 TEAD4 TENT5A TFDP1 TIAM1 TLCD1 TLCD3A TM6SF1 TMEM106C TMEM158 TMEM200B TMEM214 TMEM97 TMOD2 TNC TNFAIP3 TPPP TRIM3 TRIM7 TSHZ1 TSPAN5 UBE2QL1 UGT8 USPL1 WIPI2 WNT5A ZBTB42 ZDHHC23 ZNF195 ZNF275 ZNF367 ZNF483 ZNF703 ZWINT BILD_HRAS_ONCOGENIC_SIGNATURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BILD_HRAS_ONCOGENIC_SIGNATURE ABCA1 ACOT7 ADAM8 ADAMTS15 ADAMTS5 ADRB2 AHNAK2 ANGPTL4 ARG2 ARHGAP25 ARHGAP27 ARHGEF9 ATP2B1 B3GNT5 BCL6 BMAL2 BMP2 C2CD5 C6orf141 CALM2 CALU CASP1 CASP2 CCL20 CCNA1 CCNL1 CD274 CD55 CDCP1 CHST11 CLCF1 COL12A1 COL27A1 CRIM1-DT CSNK1D CSNK1E CXCL1 CXCL2 CXCL3 CXCL5 CXCL8 CYP1B1 CYP27B1 CYP2R1 CYREN DDX17 DENND2B DENND2C DLL1 DLST DNAJC6 DUSP1 DUSP4 DUSP5 DUSP6 EFNB1 EGR1 EHD1 ELK3 ELOVL7 EPHA2 EPHA4 EREG ERN1 FAM110C FAM83A FBXO9 FERMT1 FGFBP1 FGFR2 FLNB FLRT3 FN1 FOS FOSL1 FOXQ1 G0S2 GAS1 GDF15 GJB3 GJB5 GK GLCCI1 GLTP GPAT3 GRHL2 GTPBP2 H1-4 H2AC6 HBEGF HK2 HMGN3 HNRNPH1 HOXC6 HPSE HRAS IER2 IER3 IL11 IL13RA2 IL1A IL1B INPP1 IRX2 ITGA2 ITPR3 ITPRIP JUNB KANK4 KCNK1 KCNN4 KDM6B KDM7A KLF5 KLF6 KMT2C LATS1 LDLR LGALS8 LHFPL2 LIF LPAR2 LRAT LRIG3 LRP8 LRRC8C LRRFIP1 LYN MALL MAP1LC3B MAP7D1 MAST4 MBOAT2 MCL1 MDH1 MED25 MEG3 MFAP2 MFSD2A MID1 MIRLET7BHG MMP14 MRGPRX3 MTCL1 MTUS1 MXD1 MYD88 MYDGF NAMPT NAP1L1 NAV3 NDRG1 NFIB NFKBIZ NIPAL1 NOLC1 NT5E ODC1 OXSR1 PALMD PDGFA PHACTR4 PHLDA2 PI3 PIAS1 PIK3CD PIM1 PLAUR PLXNA2 PMS2P2 PNLIPRP3 PNMA2 PNPLA8 PPBP PPIF PPP1R15A PRNP PRR34-AS1 PTGS2 PTHLH PTPRE PTX3 PVR RAPH1 RNF152 RRP9 RUNX1 S100A6 SAMD8 SDC1 SDC4 SEMA4B SEMA4C SERPINB1 SERPINB2 SERPINB3 SESN2 SESN3 SFN SH2D5 SKP2 SLC16A3 SLC20A1 SLC2A3 SLC6A15 SLC9A1 SMTN SOCS1 SPRY4 SREK1IP1 SRRM2 STAG3L1 STX1A SYNE3 TALAM1 TBX3 TCF7L2 TENT5B TFPI2 TGFA TGFB2 TIA1 TIMP1 TMEM154 TMEM45B TMTC3 TNFRSF10A TNFRSF10B TNFRSF12A TNRC6A TNRC6B TNS4 TOP1 TOR1AIP1 TRIB1 TRIM22 TSC22D1 TTC8 TUBA4A UAP1 ULBP2 UPP1 VANGL2 VEGFA XIST ZBED2 ZFP36 ZKSCAN8 ZNF273 ZNF608 ZNF827 BILD_MYC_ONCOGENIC_SIGNATURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BILD_MYC_ONCOGENIC_SIGNATURE ABCC3 ABL2 ACSS2 ADAM8 ADAMTS15 ADGRF1 ADISSP AGPAT5 AHNAK AIMP2 AKAP12 ALDH1B1 ALG3 ALS2CL ANAPC1 ANGEL1 ATIC ATP2B4 BCS1L BEND3 BID BMAL1 BMAL2 BOP1 C19orf48P CCDC137 CCDC78 CCDC86 CCNG2 CDCA8 CDK2 CDK4 CFLAR CGN CIART COL1A1 COL5A1 COL8A2 CYTH2 DAB2 DCAF4 DDAH2 DDX10 DDX18 DDX28 DGKA DHODH DHRS1 DKC1 DPH1 DTX2P1-UPK3BP1-PMS2P11 DUOX1 DUSP2 DUSP22 EEF1AKMT4 EMP1 EPS8L1 ERBB3 ERCC1 ERVMER34-1 EXOSC5 FAM168A FAM193B FAM86B1 FAM86B3P FAM86C1P FARP1 FARSA FARSB FCHSD1 FGD6 FGF11 FGFBP1 FLAD1 FLNB GEMIN5 GNL3 GOLGA2 GPATCH4 GPD1L GPRC5A H2AC6 HK2-DT HS6ST2 HSPA1A HSPA6 HSPD1 IMP4 INTS6L IPO4 IRF9 KCNQ5 KHNYN KICS2 KRTAP2-3 LAMC2 LBHD1 LINC00173 LSG1 LTBP2 MAP3K6 MCOLN2 MCRIP2 MEAK7 MEG3 METTL1 MICAL1 MKNK1 MON1A MRTO4 MST1R MTMR11 MYBBP1A MYC NCL NCR3LG1 NEU3 NFKB2 NGFR NIT1 NLE1 NLRP1 NOL6 NOLC1 NOP16 NOP2 NOP56 NPM1 NRP1 NTF4 NUFIP1 OR2A4 OSBP2 PA2G4 PAICS PC PCOLCE2 PCYOX1L PDP1 PES1 PFKM PHB1 PHF1 PLAU PLD6 PLEC PLEKHG2 PLEKHG3 PMM2 PNPT1 PRR5 PTRH2 RABEPK RCL1 RHBDF1 RNF213 RPP40 RRP9 RUNX1 SCFD2 SERPINB1 SESTD1 SFXN4 SLC12A8 SLC19A1 SLC29A2 SLC6A15 SLC6A8 SLITRK6 SMTN SMURF1 SNHG16 SNORD22 SORD SORL1 SPTAN1 SRM SSH3 STMN3 SUPV3L1 TAF4B TCOF1 TFB2M TGM1 TGM2 TINF2 TMEM97 TNFAIP2 TRIOBP TRMT1 TTLL12 TUBA1A TWNK UBALD1 UBE2D4 UBIAD1 UTP14A UTP14C UTP20 UTP25 UTP4 VAMP1 VMP1 WDR12 WDR74 WSB1 XPO5 YPEL3 ZBED2 ZNF667 BILD_SRC_ONCOGENIC_SIGNATURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BILD_SRC_ONCOGENIC_SIGNATURE ABCC10 ACLY ARIH1 ASAP2 ASH1L CA12 CASP1 COL1A1 COL8A2 CSNK1A1 CSTF3 DCBLD2 DHRS1 DMTF1 EBLN3P EHMT1 ENSG00000280018 EXTL2 FERMT1 FRMD4B GAS2L1 HEG1 HSPH1 IL17RA INO80C ITGAV ITPRID2 KDM4B LIPG LNPEP LRP8 LSS MARCHF6 MARK3 MMAB ORC2 PPP1R15A PRICKLE1 PROM2 PTHLH RAG1 RRM2 SACS SECISBP2 SERPINB2 SLC12A2 SLC5A3 SORL1 SRC TIA1 TMCC1 TNFAIP3 TRIM33 TRRAP TSPYL4 VPS13B YTHDC2 ZBTB11 ZNF12 BLALOCK_ALZHEIMERS_DISEASE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLALOCK_ALZHEIMERS_DISEASE_DN AASDHPPT ABAT ABCB1 ABCC4 ABCE1 ABHD14A ABHD6 ACAD8 ACAT1 ACHE ACO2 ACOT13 ACOT2 ACOT7 ACP1 ACSL3 ACTL6B ACTN1 ACTR10 ACTR1A ACTR1B ACTR2 ACTR3 ACTR3B ACYP2 ADAM17 ADAM23 ADCY2 ADCY9 ADGRB2 ADGRB3 ADGRL2 ADGRL3 ADH5 ADI1 ADIPOR1 ADK ADORA2B AGAP2 AHSA1 AK5 AKAP11 AKAP12 AKTIP ALDH2 ALDH5A1 ALDOC ALG8 ALOX5AP AMFR AMY1A ANAPC13 ANK3 ANO3 ANOS1 ANXA7 AP2B1 AP2M1 AP2S1 AP3B2 AP3S1 AP4S1 APBA2 APC APEX1 APLP2 APP ARCN1 ARF1 ARF3 ARF4 ARF5 ARFGEF2 ARHGEF3 ARHGEF4 ARHGEF9 ARIH2 ARL1 ARL4C ARMCX1 ARNT2 ARPC1A ARPC2 ARPC3 ARPC5 ARPC5L ARPP19 ASAH1 ASF1A ASH2L ASIC2 ASMTL ASPH ASTN1 ATIC ATP13A2 ATP1A2 ATP1B1 ATP2A2 ATP2B1 ATP2B2 ATP2C1 ATP5F1A ATP5F1B ATP5F1C ATP5F1E ATP5IF1 ATP5MC3 ATP5MF ATP5MG ATP5MJ ATP5PB ATP5PD ATP5PF ATP5PO ATP6AP1 ATP6AP2 ATP6V0C ATP6V1A ATP6V1C1 ATP6V1D ATP6V1E1 ATP6V1F ATP6V1G2 ATP6V1H ATP8A2 ATR ATRN ATRX ATXN1 ATXN10 AUH AXL AZIN1 B2M B3GALT2 B4GALNT1 B4GALT6 BABAM2 BAG5 BAG6 BBLN BCAN BCAP29 BCAS2 BCL11A BCL11B BCL7B BECN1 BET1 BEX1 BEX3 BHLHE40 BLZF1 BNIP3 BNIP3L BRINP1 BSCL2 BSG BSN BTN2A1 C11orf58 C17orf75 C1orf21 C3orf14 C6orf120 CA11 CAB39 CABP1 CACNB2 CACNG3 CACYBP CALM1 CALM3 CAMK1G CAMK2A CAMKK2 CAND1 CAP1 CAP2 CAPNS1 CASD1 CASP8AP2 CCDC6 CCDC92 CCK CCN3 CCNA1 CCND2 CCNG2 CCNH CCNL1 CCPG1 CCT2 CCT3 CCT4 CCT5 CCZ1 CD200 CD59 CDC27 CDC40 CDC42 CDC5L CDH10 CDH11 CDH18 CDH8 CDK14 CDK16 CDK17 CDK5 CDK5R1 CDK7 CDKN2D CDO1 CDS2 CEPT1 CHCHD2 CHGA CHL1 CHMP2A CHN1 CHP1 CHRDL1 CISD1 CKB CKMT1B CKS2 CLASP2 CLDN10 CLIC2 CLIP1 CLIP3 CLTC CNKSR2 CNNM1 CNOT7 CNPY2 CNR1 CNTNAP2 COA3 COL4A1 COL5A2 COMMD3 COPA COPS4 COPS5 COPS7A COPS8 COX11 COX4I1 COX5A COX5B COX6A1 COX6B1 COX6C COX7A2 COX7A2L COX7B COX7C COX8A CPNE6 CPSF6 CRH CRIM1 CRMP1 CRNKL1 CRYM CRYZ CS CSE1L CSNK1G3 CSNK2A1 CSPG5 CTNNA2 CUL1 CUL2 CUTA CXCL14 CYC1 CYCS CYP26B1 DARS1 DCAF6 DCTN2 DCTN6 DDN DDOST DDT DDX1 DDX47 DDX5 DEAF1 DEGS1 DENND4A DGKB DGUOK DHCR7 DIMT1 DIO2 DIPK1A DIRAS2 DIRAS3 DLAT DLD DLG2 DLGAP1 DLGAP2 DMD DMTN DMXL2 DNAJA1 DNAJB9 DNAJC12 DNAJC6 DNAJC8 DNM1L DOCK3 DRAP1 DSC2 DUSP5 DUSP6 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC2LI1 DYNLL1 DYNLRB1 DYNLT3 DZIP1 EBP ECH1 ECT2 EDN3 EEF1E1 EFNB2 EID1 EIF1B EIF2AK1 EIF2B1 EIF2B3 EIF2S1 EIF3D EIF3K EIF5 EIF6 ELAVL4 ELMO1 ELMO2 ELOVL2 ELOVL4 ENC1 ENO2 ENOPH1 ENSA ENTPD3 ENY2 EPCAM EPHA4 EPHA7 EPHB2 EPS15 ERGIC2 ESD ETFA ETS2 EXOC1 F8 F8A1 FABP3 FABP7 FAIM2 FAM106A FAM162A FAM216A FAM32A FARS2 FBXL2 FBXO21 FBXO3 FBXW7 FCER1G FCGR1A FECH FERMT2 FGF13 FGFR3 FH FHIT FHL1 FIBP FKBP1B FKBP3 FLRT2 FN1 FOXG1 FRG1CP FSD1 FUCA1 FXYD6 FXYD7 G3BP2 GAA GABBR1 GABBR2 GABRA2 GABRB3 GAD1 GAD2 GADD45GIP1 GALC GAP43 GAPDH GASK1B GCH1 GET1 GET3 GGCX GHITM GLO1 GLOD4 GLRB GLRX GLS GLT8D1 GLUD1 GLUL GMPR2 GNA14 GNAL GNAO1 GNAS GNB1 GNG3 GOLGA8A GOLT1B GORASP2 GOT1 GOT2 GPAA1 GPC5 GPI GPM6A GPR22 GRIA1 GRIA2 GRIA3 GRIN2A GRPEL1 GSPT2 GSTA4 GSTM3 GSTO1 GTF2A2 GUCY1B1 GUK1 H2AZ2 HADH HBA1 HBB HCCS HDGFL3 HERC1 HERC2 HEXB HEY1 HIGD1A HINT1 HLA-B HLA-G HLTF HMG20A HMGN4 HNRNPC HNRNPD HNRNPDL HNRNPK HNRNPR HOPX HPCA HPCAL4 HPRT1 HS3ST2 HSD17B12 HSF2 HSP90AA1 HSP90AB1 HSPA13 HSPA14 HSPA4L HSPA5 HSPA8 HSPA9 HSPD1 HSPE1 HSPH1 HTR1E HTR2A HTRA2 HYOU1 IARS1 IDH3B IDS IFIT1 IFNGR2 IFRD1 IFT25 IGF1 ILF3 IMP4 INA IPO5 IPO7 ISCU ITGB1BP1 ITM2B ITPKA ITPR1 ITSN2 JAK2 JPH3 KALRN KATNB1 KCNAB1 KCNAB2 KCND2 KCNF1 KCNIP1 KCNJ3 KCNK1 KCNN2 KCNQ2 KDELR2 KHDRBS1 KIDINS220 KIF1B KIF2A KIF3C KIF5C KIFAP3 KIFBP KIT KL KLC1 KPNA2 KPNA3 KPNB1 L1CAM LAMTOR2 LAMTOR3 LAMTOR5 LANCL1 LAPTM4B LARGE1 LDB2 LDHA LDOC1 LETMD1 LGALS8 LHX2 LMO4 LRP12 LRP1B LRP8 LRPPRC LRRC8B LRRN3 LSM3 LSM4 LSM5 LTN1 LXN LZTS1 MACROH2A1 MAGED1 MAGEL2 MAN1A1 MAOA MAP1A MAP2K1 MAP2K4 MAP4K3 MAPK1 MAPK14 MAPK8IP1 MAPK9 MAPRE3 MARS1 MATK MATR3 MCCC1 MCCC2 MCM4 MCTS1 MDH1 MDH2 ME1 ME3 MECR MED17 MED6 MEF2A MEF2C MEG3 MEMO1 MET METAP1 METTL5 MFF MFN1 MGA MGLL MGST3 MICU1 MKKS MLF2 MLLT11 MMD MNDA MOAP1 MOB4 MOCS2 MOXD1 MPP1 MPPED1 MPV17 MRPL13 MRPL15 MRPL16 MRPL18 MRPL19 MRPL20 MRPL22 MRPL3 MRPL57 MRPS10 MRPS15 MRPS28 MSH2 MTCH2 MTERF3 MTF2 MTHFD1 MTMR1 MTMR4 MTMR9 MTX2 MXD1 MYL12A MYL12B MYT1L NAA35 NAE1 NAP1L2 NARS1 NCAN NCBP2 NDEL1 NDFIP1 NDRG4 NDUFA10 NDUFA2 NDUFA3 NDUFA4 NDUFA5 NDUFA7 NDUFA8 NDUFAB1 NDUFB1 NDUFB11 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB8 NDUFC2 NDUFS2 NDUFS3 NDUFS4 NDUFV2 NECAP1 NEDD8 NEFH NEFL NEFM NELL1 NELL2 NETO2 NEUROD1 NEUROD6 NF2 NFU1 NFYC NIF3L1 NIPSNAP1 NIPSNAP2 NIT2 NME1 NME2 NMNAT2 NNAT NNT NOLC1 NOS1AP NPAS2 NPEPPS NPTN NPY NQO1 NR2C1 NREP NRGN NRIP1 NRN1 NRSN2 NRXN1 NSFL1C NT5E NUDT11 NUFIP1 NUMB NUP153 OAT OAZ2 OGA OGT OLFM1 OMG OPA1 ORC3 ORC5 OSBPL10 OXCT1 OXR1 P4HA1 P4HTM PAFAH1B1 PAIP1 PAK3 PAK6 PALM2AKAP2 PAM PANK4 PANX1 PAPSS1 PARP1 PCCA PCCB PCDH11X PCDH7 PCDHA9 PCLO PCMT1 PCNA PCNT PCP4 PCSK1 PCSK2 PDCD2 PDCD5 PDE2A PDE4B PDE4D PDE4DIP PDHA1 PDHB PDHX PDIA6 PDS5B PEG10 PEG3 PENK PEX1 PEX11B PEX19 PEX3 PEX7 PFDN1 PFDN2 PFDN4 PFKM PFN2 PGAM1 PGK1 PGM1 PGRMC1 PGS1 PHTF1 PI4KA PIAS1 PIGK PIGP PIK3R4 PINK1 PIP5K1B PIP5K1C PITPNA PITPNB PITRM1 PJA1 PKNOX2 PLCB1 PLCL2 PLK2 PMPCB PNMA2 PNN POLR2B POLR2G POLR2J3 POLR2K PON2 POP7 PPA1 PPIA PPID PPP1R11 PPP1R12A PPP1R2 PPP1R7 PPP2CA PPP2R2B PPP2R5C PPP2R5E PPP3CA PPP3CB PPP3R1 PPT1 PRAF2 PRDX2 PRDX3 PRDX4 PREP PREPL PRKAR1A PRKAR1B PRKAR2B PRKCB PRKCI PRMT1 PRPF19 PRPS1 PSAT1 PSD3 PSMA1 PSMA5 PSMA7 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMC2 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD14 PSMD6 PSME3 PSMG1 PSMG2 PSPC1 PTDSS1 PTEN PTGER4 PTGES2 PTGES3 PTH2R PTK2B PTN PTPRE PTPRN2 PTPRR PTPRT PTRH2 PTS PTX3 PUM2 QPCT R3HDM1 RAB11A RAB2A RAB3A RAB6A RAB7A RABEPK RAD23B RAD51C RALB RANBP2 RANBP9 RAP1GDS1 RAPGEF4 RAPGEFL1 RASA4 RASAL1 RB1CC1 RBBP7 RBMX RBX1 RCAN2 RCHY1 RCN2 RCOR1 RDH11 RECQL REEP2 REEP5 RFC5 RFPL1S RFPL3S RFX5 RGS14 RGS2 RGS20 RGS4 RGS7 RHEBP1 RIDA RIMS2 RIPOR2 RIT2 RNASET2 RNF11 RNF14 RNF38 RNF5 RNF6 RNMT ROBO1 ROCK2 RPE RPL14 RPL15 RPL31 RPL35A RPL38 RPL6 RPN2 RPP30 RPRM RPS21 RPS26 RRAGA RSU1 RTL8A RTL8C RTN1 RTN2 RTN3 RTN4 RUNDC3A RUNX1T1 RUSC1 RXYLT1 S1PR1 SACS SAMM50 SAP18 SAT1 SC5D SCAMP1 SCAPER SCCPDH SCFD1 SCG3 SCG5 SCHIP1 SCN1A SCN2A SCN3A SCN3B SCP2 SCRG1 SDHA SDHB SDHD SEC13 SEC23B SEC23IP SEC31A SEC61A2 SELENOF SELENOT SEM1 SEPTIN6 SERGEF SERINC3 SERPINI1 SEZ6L SFPQ SH3BGRL SH3GLB2 SH3YL1 SHANK1 SHANK2 SHC3 SIRT3 SKAP2 SKIC8 SLC12A5 SLC1A1 SLC1A4 SLC25A11 SLC25A12 SLC25A14 SLC25A3 SLC25A32 SLC25A5 SLC25A6 SLC30A9 SLC35A1 SLC35B1 SLC4A3 SLC6A1 SLC9A6 SLCO1C1 SLIT2 SMAP1 SMARCA2 SMYD2 SNAP25 SNAPC5 SNCA SNCG SNN SNRK SNRNP27 SNRPA1 SNRPD2 SNRPN SNTG1 SNU13 SNX10 SNX3 SNX4 SOCS2 SON SORBS2 SORCS3 SPCS1 SPG21 SPINT2 SRD5A1 SRP19 SRP54 SRP72 SRPK2 SRPRA SRSF2 SRSF3 SRSF5 SSB SSBP1 SSR1 SST ST6GALNAC5 STAM STAMBP STAT1 STK24 STMN2 STMN3 STOML1 STS STX1A STXBP1 STXBP5L SUB1 SUCLA2 SULT4A1 SUMO1 SUMO2 SUPT4H1 SUPT7L SV2A SV2B SYN1 SYN2 SYNCRIP SYNGR1 SYNGR3 SYNJ1 SYT1 SYT5 TAC1 TACC2 TACO1 TAF9 TAGLN3 TARBP1 TASP1 TBCA TBK1 TBPL1 TCEAL1 TCEAL2 TCERG1 TDP2 TENM1 TERF2IP TFDP1 TFRC THOC5 THY1 THYN1 TIGAR TIMM17A TIMM23 TLE5 TLK1 TM2D1 TM2D3 TM6SF1 TMBIM6 TMED2 TMEFF1 TMEM126B TMEM147 TMEM14A TMEM208 TMEM50A TMOD1 TMSB10 TNFRSF21 TOMM20 TOMM70 TOP1 TOR1A TOX TOX3 TPBG TPD52L1 TPGS2 TPI1 TRIB1 TRIM32 TRIM36 TRIM37 TRMT11 TRO TRPC1 TRRAP TSG101 TSNAX TSPAN13 TSPAN3 TSPAN7 TSPOAP1 TSPYL1 TTC1 TTC3 TUBB2A TUBB4B TUBG2 TUFM TXN TXNDC9 UAP1 UBA3 UBC UBE2A UBE2B UBE2D3 UBE2E3 UBE2G1 UBE2M UBE2N UBE2V1 UBL3 UBL5 UBP1 UBXN4 UCHL1 UCHL3 UGGT2 UGP2 ULK2 UQCC1 UQCR10 UQCR11 UQCRC1 UQCRC2 UQCRH UQCRQ UROS USE1 USO1 USP10 USP14 USP15 USP25 USP33 USP6 USP9X USP9Y UTP18 UTP25 UXS1 VAMP1 VAMP2 VAMP7 VARS1 VBP1 VCP VDAC1 VDAC3 VEGFA VIP VLDLR VMP1 VPS33B VPS41 VSNL1 VWF WASF1 WASHC3 WBP11 WBP4 WDHD1 WDR12 WDR7 WFDC1 WIF1 XK XPO7 YIPF3 YME1L1 YPEL5 YWHAB YWHAH YWHAZ ZC3H15 ZFR ZMAT3 ZMYM4 ZNF142 ZNF184 ZNF204P ZNF207 ZNF706 ZNF75D ZNHIT3 ZW10 BLALOCK_ALZHEIMERS_DISEASE_INCIPIENT_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLALOCK_ALZHEIMERS_DISEASE_INCIPIENT_DN ACAD8 ACTN1 ACTR1B ADGRB2 AHSA1 ALDH2 ALOX5AP AP3S1 APC ARCN1 ARF3 ARHGEF4 ASPH ATIC ATP2A2 B4GALNT1 BBLN CACYBP CAMKK2 CCNL1 CCT2 CCT3 CCT4 CCT5 CD59 CDC27 CDK7 CEPT1 CKS2 CLDN10 CLIC2 CLIP3 COL4A1 COL5A2 COPS5 COX7A2L COX7C CRH CSNK1G3 CSNK2A1 CUL2 DDN DDX5 DEAF1 DENND4A DIPK1A DLGAP2 DNAJA1 DNAJC8 DRAP1 ECH1 EIF2B1 EIF2B3 ELMO2 FAIM2 FCER1G FHL1 FKBP1B FSD1 GABRB3 GET1 GLRX GLUL GNAS GNB1 GPR22 GRPEL1 GTF2A2 HADH HLA-G HSP90AA1 HSP90AB1 HSPA5 HSPH1 IPO7 KCNIP1 KIDINS220 KIF1B KIF5C LAMTOR2 LGALS8 MAOA MAP2K4 MARS1 MED17 MEF2A MFN1 MGA MGLL MKKS MPV17 MRPL15 MXD1 NDUFB3 NDUFB8 NEDD8 NELL1 NSFL1C OPA1 ORC5 PAFAH1B1 PAK3 PALM2AKAP2 PANX1 PARP1 PCNT PCP4 PDHA1 PDHX PDIA6 PFDN2 PGS1 PIP5K1C PPA1 PPP3CA PPP3R1 PSMC2 PTPRR RAD51C RANBP2 RAPGEFL1 RB1CC1 REEP5 RGS14 RGS20 RGS4 RIMS2 ROBO1 ROCK2 RPE RPL14 RPL38 RPL6 RPN2 RSU1 SAT1 SCN3A SDHA SEC23B SEC31A SLC25A6 SNU13 SST SUPT7L TAC1 TENM1 TFDP1 TMEM147 TMOD1 TOP1 TOX3 TRO TSPOAP1 TTC3 TUBG2 UBP1 UROS USP15 USP6 UTP18 VAMP1 WFDC1 ZFR ZMAT3 ZNF207 ZW10 BLALOCK_ALZHEIMERS_DISEASE_INCIPIENT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLALOCK_ALZHEIMERS_DISEASE_INCIPIENT_UP ACTR8 ADCY7 ADD3 ADGRA3 AGFG2 AGO1 AGTR1 AKAP13 AKAP9 ALMS1 ANGPT1 ANGPTL2 ANP32B APLNR APOC1 APOC4 APOL2 APP ARFGAP1 ARFGAP2 ARHGAP17 ARHGEF15 ARID1A ARID4A ARPC1B ASCL1 ATG3 ATP10D ATP8B1 BGN BRAP BRD1 BRS3 C5 CALML4 CASP6 CAST CCDC59 CD44 CD58 CDC14A CDC42EP4 CDC5L CDK2AP1 CEBPA CEP350 CFLAR CHD2 CLDN18 CLDN5 CLIC1 CLU CNPY3 COG4 COL8A2 COTL1 CPM CPNE3 CPQ CPSF1 CPT2 CR1 CRYBG1 CSDE1 CSF1 CSNK2A2 CTDSP1 CTDSP2 CTPS2 CTRC CTSL CTSS CUL4A CYP11A1 CYP39A1 CYP4F3 DAO DAPK2 DARS1 DBF4 DCN DGCR6 DICER1 DIP2A DLX4 DMC1 DPF3 EDNRA EFEMP1 EFEMP2 EIF2AK2 EIF5B EMID1 ENAH ENOSF1 EP300 EPS8 ERAL1 ERAP1 ERBIN ERF ERLIN2 ESS2 EWSR1 F2R FADS1 FAM3A FAXDC2 FBN1 FBN2 FBXW4 FBXW4P1 FGFR3 FGL1 FLII FLNC FNBP1 FUT2 FYN FZR1 GABRQ GAMT GBP1 GDF1 GGCX GIPC1 GJA1 GLI2 GMPR GNAI3 GNAZ GOLGA4 GOSR2 GPR107 GPSM3 GRM6 GSK3B GTF2H1 GTF2H3 GTF2I H2AJ H2AZ2 H3-3B HAO2 HERC5 HLA-DPA1 HMGB3 HNRNPUL1 HOXB5 HOXC4 HS2ST1 ID4 IFNA5 IFNG IFT74 IKZF4 IL10RA IL10RB IL13RA1 IL17RA IL18 IL2RG IL6R INPP5K IPP ISLR ITGA1 ITGA6 ITGA7 ITPRID2 JAK3 JRK JUND KAT2B KCNJ14 KCNK10 KDSR KLF2 KLHL20 KTN1 LAMA2 LAMA4 LAMC1 LARP7 LEF1 LIMK2 LPAR4 LSM5 LUC7L3 MAB21L2 MALT1 MARCHF6 MATN2 MBP MDM1 MED1 MET MFAP1 MLANA MR1 MRM3 MT1F MYO10 MYO1A NAMPT NAP1L1 NBAS NCAPD2 NCAPG NCOA3 NDST1 NEBL NEK7 NFIC NKTR NMB NONO NOTCH4 NPAS3 NSDHL NT5C NUCKS1 NUMA1 NUP98 OASL OGG1 OS9 OSBPL11 PABPC3 PAH PBRM1 PC PCDH11X PDCL PDE4C PDGFB PDSS1 PER1 PGAP6 PGLS PGM3 PHF20 PI4K2A PI4KB PIBF1 PLAG1 PLD2 PLOD2 PLXNB2 PML POLH POLR1B PPIG PPP1R13L PRCP PRDX6 PRKAR2A PRL PRPF40A PRPF4B PSG3 PSMC3IP PTBP3 PTGIS PTGS1 PTH1R PXN QARS1 QKI RAB1B RAB2A RABEP1 RAD1 RBBP5 RBBP6 RBCK1 RBL1 RBM8A RBPJ RGS9 RHBDD3 RHOQ RNASEH2A RNASET2 RNGTT RPL13 RUNX2 RXRB S100A4 SAP30BP SCLY SEC63 SEMA3B SERTAD3 SFN SFRP1 SGK1 SGK2 SLAMF1 SLC12A3 SLC14A1 SLC19A1 SLC35A3 SLC35C1 SLC35F2 SMARCC1 SMARCC2 SMC1A SNHG20 SNRK SNX11 SNX16 SP3 SPAG1 SPIB SREBF1 SRPK2 SSH1 SSH3 SSPN SSR2 ST6GALNAC4 STAG2 SYCP2 SYF2 SYNC TACC1 TAOK2 TASOR TAX1BP3 TBC1D5 TBXA2R TCF3 TCN2 TCOF1 TENT5A TEX264 TGFBR3 THOC2 TLR1 TM7SF3 TNC TNFRSF11B TNFRSF9 TNS3 TNXA TOPORS TP53AIP1 TPD52 TRIM38 TRIM44 TRMT1L TSC22D4 TSPAN31 TSR3 TTN TTTY9A TUBD1 UGT1A10 UROD USH1C USP1 USP19 VCAN VRK3 WAS WWP2 WWTR1 YES1 ZBTB10 ZC3H7B ZFP36L2 ZHX3 ZMYM2 ZMYM5 ZNF136 ZNF160 ZNF24 ZNF253 ZNF254 ZNF268 ZNF32 ZNF350 ZNF43 ZNF444 ZNF544 ZNF7 ZNF83 ZNF84 BLALOCK_ALZHEIMERS_DISEASE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLALOCK_ALZHEIMERS_DISEASE_UP A4GNT AAR2 AATK ABCA2 ABCB6 ABCC10 ABCD4 ABL1 ABLIM1 ACAA1 ACADS ACKR3 ACOX3 ACRV1 ACSL1 ACTL6A ACTR8 ACVR1B ADAM21 ADAMDEC1 ADAMTS9 ADAP1 ADARB2 ADCY2 ADCY3 ADCY7 ADD3 ADGRA3 ADGRG1 ADGRG2 ADH1B ADIPOQ AEBP1 AFF1 AFM AGFG2 AGO1 AGPAT2 AGRN AGTR1 AHCTF1 AK1 AK2 AKAP1 AKAP13 AKAP8L AKAP9 AKR1C1 AKR1C3 AKT3 ALDH1A2 ALDH3A2 ALMS1 AMOTL2 AMPD3 ANAPC2 ANG ANGPT1 ANGPTL2 ANP32B ANXA1 ANXA2 AOC2 AOPEP AP1B1 AP3S2 AP5S1 APBA3 APLNR APOBEC1 APOC1 APOC4 APOL2 APP APTX AQP1 AQP6 ARAP1 ARAP2 ARFGAP1 ARFGAP2 ARG2 ARHGAP1 ARHGAP17 ARHGAP26 ARHGAP6 ARHGEF10 ARHGEF15 ARHGEF16 ARHGEF18 ARID1A ARID4A ARIH2 ARMC8 ARPC1B ASAH1 ASAP3 ASB1 ASB9 ASCL1 ATF5 ATG3 ATG4B ATP10D ATP6V0E1 ATP6V1D ATP7A ATP8B1 AVEN AVPR1A AZGP1 B4GALT2 BACH2 BAD BAG1 BANP BAZ1A BAZ2A BAZ2B BCAM BCAN BCAT2 BCL2 BCL6 BEST1 BFAR BGLAP BGN BHMT2 BIN1 BIN3 BIRC2 BMP10 BMP2K BMPR1A BRAP BRCA1 BRD1 BRD2 BRD3 BRD4 BRPF1 BRS3 BTG2 BTG3 BTN3A3 BTNL3 BTRC C12orf4 C15orf39 C1R C1S C21orf62 C21orf91 C3orf18 C4A C5 C7 CA1 CACFD1 CACNA1A CACNA1G CALD1 CALML4 CANT1 CAPN15 CAPN3 CARM1 CASC3 CASK CASKIN2 CASP3 CASP4 CASP6 CASP9 CAST CAVIN1 CBFB CBLB CCDC22 CCDC59 CCDC69 CCDC9 CCHCR1 CCND3 CCNI CCR10 CCZ1 CD163 CD164 CD1D CD22 CD248 CD2BP2 CD37 CD44 CD58 CD84 CD86 CDC14A CDC16 CDC25B CDC34 CDC42EP4 CDC5L CDC6 CDH4 CDIP1 CDIPT CDK10 CDK11B CDK12 CDK13 CDK2 CDK2AP1 CDKN1C CDKN2C CDR2L CEBPA CENPB CEP350 CFAP410 CFHR2 CFLAR CGGBP1 CH25H CHD1 CHD2 CHFR CHMP1A CHRNA10 CHRNA6 CHST3 CIB1 CIZ1 CKAP4 CLASRP CLDN18 CLDN5 CLEC2B CLEC2D CLEC4M CLEC7A CLIC1 CLIP2 CLU CMKLR2 CMTM6 CNOT2 CNP CNPY3 COASY COG2 COG4 COL18A1 COL1A2 COL21A1 COL4A3 COL4A5 COL6A2 COL6A3 COL7A1 COL8A2 COLGALT2 COMT COPB1 COQ7 COQ8A COTL1 CPM CPNE3 CPQ CPSF1 CPT1B CPT2 CR1 CRADD CREB3 CREBBP CRHBP CRKL CRLF1 CRYBG1 CSDE1 CSF1 CSK CSNK1A1 CSNK1E CSNK2A2 CSRP2 CTAGE1 CTBP1 CTBP2 CTBS CTDSP1 CTDSP2 CTDSPL CTNNA1 CTNNBL1 CTNS CTPS2 CTRC CTRL CTSB CTSH CTSL CTSS CUL4A CUL5 CUX1 CXCL2 CXXC1 CYP11A1 CYP2C9 CYP39A1 CYP3A4 CYP4F3 CYTH1 DAAM1 DAAM2 DAG1 DAO DAPK2 DAPK3 DARS1 DAZ1 DAZAP1 DAZAP2 DBF4 DCAF7 DCLRE1C DCN DCP1A DDR1 DDR2 DDX18 DDX21 DDX27 DDX39A DDX42 DDX6 DEFA4 DENND2B DESI2 DGCR6 DGKG DHFR DHODH DHRS9 DIAPH2 DICER1 DIP2A DLEU1 DLG5 DLX4 DMC1 DMD DMPK DMWD DNAJB2 DNAJC4 DONSON DPF3 DPH1 DPH5 DPYSL3 DRD2 DSC3 DSE DSP DST DTNA DUSP22 DUSP9 DUT DYNLT1 ECE1 ECI1 ECM2 EDAR EDF1 EDNRA EEF1A1 EEF1D EEF1G EFEMP1 EFEMP2 EFNA1 EFS EGF EGFR EGLN2 EHD1 EIF2AK2 EIF2B5 EIF3B EIF4B EIF5 EIF5B ELAC1 ELF2 ELF3 ELF4 ELK1 ELOVL6 ELSPBP1 EMID1 EML2 EMP1 ENAH ENGASE ENOSF1 ENSG00000275616 ENTR1 ENTREP1 EP300 EP400 EPOR EPRS1 EPS8 ERAL1 ERAP1 ERBB4 ERBIN ERCC6 ERF ERLIN2 ERP44 ESS2 ETV7 EVI2A EVI2B EWSR1 EXOSC2 EXOSC8 EXPH5 F2R FA2H FADS1 FADS3 FAHD2A FAM107A FAM193A FAM3A FAM50A FANCE FAXDC2 FBLN1 FBN1 FBN2 FBXL5 FBXL7 FBXO11 FBXO2 FBXO9 FBXW4 FBXW4P1 FDFT1 FDPS FEZ1 FEZ2 FGF1 FGFR1 FGFR3 FGL1 FICD FKBP8 FLII FLNA FLNC FMO2 FNBP1 FOLH1 FOXJ2 FOXN3 FOXO1 FOXO3 FRAT1 FSTL3 FTH1 FTL FUT2 FXR1 FYCO1 FYN FZD10 FZR1 G6PC2 G6PD GAB2 GABRQ GADD45B GADD45G GAGE1 GAK GAL3ST1 GALNT1 GALNT10 GALNT6 GALNT8 GAMT GAS1 GAS2L1 GAST GBP1 GBP2 GCC1 GCFC2 GCLC GDF1 GDF9 GEM GFAP GFPT2 GGA1 GGCX GGPS1 GGT1 GIMAP5 GIPC1 GJA1 GJB1 GLCE GLI2 GLRA3 GMEB2 GMFB GMNN GMPR GMPS GNA12 GNAI3 GNAZ GNG12 GOLGA1 GOLGA3 GOLGA4 GOLGB1 GOLIM4 GOSR1 GOSR2 GPC4 GPM6B GPR107 GPR162 GPR4 GPR65 GPRC5B GPSM3 GPX3 GRB10 GRK5 GRK6 GRM6 GSK3B GSTM4 GSTM5 GSTT2 GTF2H1 GTF2H3 GTF2I GTF3C1 GTF3C2 GTPBP1 GTPBP3 GTPBP6 GTPBP8 GTSE1 GUSB GUSBP14 GYPB H1-10 H1-2 H2AC18 H2AJ H2AX H2AZ2 H2BC21 H2BC5 H3-3A H3-3B H4C8 HADHA HAO2 HAPLN2 HBEGF HBP1 HDAC1 HDAC4 HDAC7 HDGF HELZ HEPH HERC5 HES1 HFE HGF HIP1R HIPK2 HLA-DPA1 HLA-DRB4 HLA-E HLCS HMBS HMCES HMG20B HMGB3 HMGCL HMGN3 HMGXB4 HMOX1 HNRNPA1 HNRNPH3 HNRNPM HNRNPUL1 HOMER3 HOXB5 HOXC4 HRH4 HS1BP3 HS2ST1 HSBP1 HSD17B7 HSP90AA1 HSPB2 HSPB8 HSPBAP1 HTATIP2 HTN1 HTRA2 ICAM1 ID3 ID4 IDH2 IER2 IFI16 IFIT5 IFITM2 IFNA5 IFNA7 IFNG IFRD1 IFRD2 IFT74 IGF1R IGFBP5 IGSF6 IKZF4 IL10RA IL10RB IL13RA1 IL15 IL17RA IL18 IL1R1 IL1RAPL1 IL22RA1 IL2RG IL6 IL6R IL6ST ILKAP ING2 ING3 ING4 INPP1 INPP5K INPPL1 INSIG1 INSR IPP IQGAP1 IQGAP2 IRAK1 IRAK4 IRF3 IRF7 IRS2 ISLR ITGA1 ITGA10 ITGA6 ITGA7 ITGB1BP1 ITGB4 ITGB5 ITGB8 ITIH4 ITPK1 ITPKB ITPKC ITPRID2 ITSN1 JADE1 JAK3 JMJD6 JPT2 JRK JUN JUND KAT2B KAT6A KAT6B KBTBD2 KCNJ14 KCNJ15 KCNK10 KCNK5 KCNMB4 KCNN3 KDM2A KDM3A KDM5A KDM6A KDSR KHDRBS1 KHSRP KIF13B KIF14 KIF2C KIF3B KIF5B KITLG KLF1 KLF2 KLF5 KLF7 KLF9 KLHL20 KLK13 KMT2A KPNA1 KPNA6 KPNB1 KTN1 LAMA2 LAMA4 LAMC1 LAMP1 LARP4 LARP7 LAT2 LATS1 LDLR LDLRAD4 LDLRAP1 LEF1 LGALS14 LGALS3BP LGALS9 LGR5 LHX3 LIFR LILRA2 LILRA5 LIMD1 LIMK2 LIPG LITAF LLGL2 LMBR1L LMNA LMNB1 LONP1 LPAR4 LPIN1 LPL LPP LRCH4 LRP10 LRP4 LRP6 LRRC1 LRRFIP1 LRRFIP2 LSM14A LSM5 LSS LTBP2 LTBP3 LUC7L2 LUC7L3 LYST LZTR1 MAB21L2 MACF1 MACROD1 MADCAM1 MAFB MAFF MAFG MAGEB2 MALT1 MAN1B1 MAN2A2 MAN2B1 MAP2K2 MAP2K3 MAP2K7 MAP3K11 MAP3K14 MAP3K3 MAP4 MAP7 MAPK1 MAPK12 MAPKAPK2 MARCHF6 MARK3 MASP1 MAST2 MAT2A MATN2 MAX MAZ MB MBD3 MBP MC1R MCL1 MCM7 MDM1 MED1 MED13 MED22 MED24 MED6 MET METTL13 METTL7A MFAP1 MGAT1 MGC16275 MICB MITF MKNK2 MKRN1 MLANA MLC1 MMP12 MMP16 MMP2 MOB1A MOCOS MPHOSPH8 MPST MR1 MRAS MRC2 MRGBP MRM3 MRPL57 MSH4 MSX1 MT1F MT1H MT1X MT2A MTA1 MTF1 MTHFS MTIF2 MTMR11 MTUS1 MUC1 MUTYH MVK MX2 MXD4 MXI1 MYBL1 MYBPC1 MYCN MYLK MYO10 MYO15B MYO18A MYO1A MYO1C MYO1E MYO5C MYO6 MYO9B MYOM1 MYOT MYRF MZF1 N4BP1 NAA10 NADK NAGA NAIP NAMPT NAP1L1 NAP1L4 NAV2 NBAS NCAM1 NCAPD2 NCAPG NCK1 NCOA3 NCOR2 NCSTN NDE1 NDST1 NEBL NEIL1 NEK1 NEK7 NEK9 NELFA NEU3 NFASC NFATC1 NFATC3 NFE2L1 NFE2L3 NFIB NFIC NFKB1 NFKBIA NFX1 NGDN NID1 NIPBL NKIRAS2 NKTR NMB NME3 NME4 NNMT NOCT NOLC1 NONO NOP14 NOP2 NOP53 NOP56 NOSIP NOTCH4 NPAS3 NPC1 NPEPPS NPRL3 NQO1 NR1D1 NR2F1 NR2F6 NR4A3 NRP2 NRXN2 NSDHL NSUN5P1 NT5C NTRK3 NUCKS1 NUDC NUFIP1 NUMA1 NUMB NUP160 NUP205 NUP214 NUP43 NUP98 NYX OASL ODC1 OFD1 OGDH OGG1 OR2C1 OR7E2P OS9 OSBPL11 OSER1 OSGIN2 PABPC1 PABPC3 PABPN1 PACSIN2 PAH PAK2 PAK4 PALLD PAPPA2 PARD3 PATZ1 PAWR PAX6 PBRM1 PBX2P1 PBXIP1 PC PCDH11X PCDH17 PCDH9 PCM1 PCSK5 PDCD4 PDCL PDE4C PDE4D PDGFB PDGFRB PDIA4 PDLIM2 PDLIM3 PDLIM4 PDPN PDSS1 PDSS2 PEBP1 PECAM1 PELP1 PER1 PER2 PFKFB3 PGAP6 PGC PGLS PGM3 PHC2 PHF1 PHF10 PHF20 PHF21A PHKA2 PHLDA2 PHLDA3 PI4K2A PI4KB PIAS4 PIBF1 PICK1 PIDD1 PIGA PIK3C2B PIK3C3 PILRA PIM1 PIN4 PIP4K2A PIP5K1A PITPNC1 PKD1 PKN1 PLA2G5 PLA2G6 PLAAT4 PLAG1 PLAGL1 PLAGL2 PLCE1 PLCG2 PLCL1 PLD2 PLEC PLG PLIN3 PLOD1 PLOD2 PLOD3 PLSCR3 PLXNB2 PML PNISR PNPLA6 POGZ POLH POLR1B POLR1C POLR1D POLR2H POLR2M POLR3C POLRMT POM121L9P POP5 POU4F2 PPARD PPDPF PPFIA1 PPFIBP2 PPIG PPM1B PPM1D PPM1F PPP1CC PPP1R13L PPP1R14B PPP1R15A PPP1R1A PPP1R9A PPP2R1B PPP2R5D PPP6R3 PPT2 PRAME PRCP PRDM2 PRDX3 PRDX6 PRELP PRKAR2A PRKD2 PRKX PRL PRLR PRMT2 PROX1 PRPF40A PRPF4B PRPF6 PRPF8 PRRX1 PSD4 PSG3 PSKH1 PSMC3IP PSME4 PSMF1 PTBP1 PTBP3 PTCH1 PTCRA PTDSS2 PTGDR2 PTGIS PTGS1 PTH1R PTMA PTP4A2 PTP4A3 PTPA PTPRF PTPRH PTPRK PTTG1IP PUM1 PURA PXN PZP QARS1 QKI R3HDM1 RAB11B RAB13 RAB1B RAB22A RAB2A RAB31 RAB3GAP1 RABEP1 RABGAP1 RAC1 RAD1 RAD51AP1 RALA RALBP1 RALGDS RALGPS1 RALY RAMP1 RANBP3 RANGAP1 RARB RARRES2 RASA4 RASGRP2 RASGRP3 RASL12 RBBP5 RBBP6 RBCK1 RBL1 RBM10 RBM15 RBM3 RBM38 RBM4B RBM6 RBM8A RBMS1 RBMS2 RBMS3 RBMX2 RBPJ RBPMS RC3H2 RCC1L REC8 REG3A REPIN1 RER1 REST RFNG RFX4 RGN RGS12 RGS16 RGS9 RHBDD3 RHOBTB3 RHOQ RIMS2 RIN3 RLN1 RNASE4 RNASEH2A RNASET2 RNF19A RNF216 RNF24 RNF8 RNGTT RNPEPL1 RO60 ROCK1 ROS1 RP2 RPGRIP1 RPL10 RPL13 RPL13A RPL18 RPL28 RPL31 RPL37A RPL39 RPL4 RPL5 RPLP2 RPS19 RPS28 RPS4X RPS6KA1 RPS6KA5 RRAGC RRAGD RRBP1 RREB1 RSF1 RUFY1 RUNX2 RXRB RXRG RYBP RYK S100A11P1 S100A12 S100A4 SAE1 SALL2 SAP25 SAP30 SAP30BP SART1 SAV1 SCAF4 SCAMP2 SCAMP3 SCARB1 SCLY SCRIB SEC11A SEC14L2 SEC22A SEC24A SEC24C SEC62 SEC63 SECTM1 SELENOP SELL SEMA3B SEMA3C SEMA3F SEMA4C SEMA4F SEMA4G SENP3 SEPHS1 SEPTIN2 SEPTIN6 SEPTIN9 SERPINA3 SERPINA4 SERPINB4 SERPING1 SERPINI2 SERTAD2 SERTAD3 SET SETD2 SF3A2 SF3A3 SF3B3 SFN SFRP1 SFRP4 SFSWAP SFTPC SFXN3 SGK1 SGK2 SGPL1 SGTA SH3BP2 SHC1 SHMT2 SINHCAF SIRT2 SIRT6 SIRT7 SLAMF1 SLC11A1 SLC12A3 SLC12A7 SLC12A9 SLC13A1 SLC14A1 SLC19A1 SLC1A7 SLC22A14 SLC25A1 SLC25A21 SLC25A40 SLC26A2 SLC29A2 SLC2A1 SLC2A4RG SLC2A9 SLC33A1 SLC35A2 SLC35A3 SLC35C1 SLC35F2 SLC38A1 SLC4A4 SLC4A7 SLC6A8 SLC7A5 SLC7A6 SLCO3A1 SLK SMAD1 SMAD2 SMAD4 SMAD5 SMARCC1 SMARCC2 SMARCD1 SMC1A SMC4 SMOX SNAI2 SNAPC1 SNAPC2 SNED1 SNHG14 SNHG20 SNRK SNRNP35 SNRNP70 SNTA1 SNX11 SNX16 SNX6 SOD2 SORBS1 SORD SOX12 SOX13 SOX2 SOX9 SP100 SP110 SP3 SPAG1 SPAG6 SPAG9 SPARC SPEN SPHK1 SPIB SPOP SPSB1 SPSB3 SPTLC2 SREBF1 SREBF2 SRPK2 SRPX SRRM2 SRRT SSH1 SSH3 SSPN SSR2 ST18 ST3GAL4 ST6GALNAC4 ST8SIA1 STAG1 STAG2 STARD3 STAT6 STAU1 STIM1 STK10 STK11 STK38L STOM STX5 SUMO3 SUN2 SUPT20H SUV39H2 SYCP2 SYF2 SYNC SYNM TACC1 TAF11 TAF15 TAF5 TAFAZZIN TAGLN TAOK2 TAP1 TAPBP TAS2R16 TASOR TAT TAX1BP3 TBC1D2 TBC1D5 TBL1X TBX6 TBXA2R TCF20 TCF3 TCF7 TCF7L1 TCF7L2 TCN2 TCOF1 TENT5A TES TEX264 TF TFAP2A TFE3 TFEB TFEC TGFB1 TGFB1I1 TGFB2 TGFBR3 TGIF1 TGIF2 THOC1 THOC2 THRA TIMELESS TIMM44 TIPARP TJAP1 TJP2 TLE3 TLE4 TLL1 TLR1 TM7SF3 TMBIM1 TMBIM6 TMC6 TMEM265 TMPRSS3 TNC TNFAIP3 TNFAIP8 TNFRSF10B TNFRSF11B TNFRSF1A TNFRSF9 TNFSF10 TNIP1 TNN TNPO1 TNPO3 TNS3 TNXA TOB2 TOM1 TOP3A TOPORS TP53 TP53AIP1 TP53TG5 TPD52 TPD52L1 TPD52L2 TPI1 TPMT TPRA1 TPT1 TPTE TRAK2 TRAM1 TRBC1 TREX1 TREX2 TRIB3 TRIM10 TRIM14 TRIM24 TRIM26 TRIM38 TRIM44 TRIM49 TRIM68 TRIOBP TRIP10 TRIP4 TRMT1L TRPS1 TRPV1 TSC22D4 TSPAN2 TSPAN31 TSPAN32 TSPAN5 TSPAN6 TSPO TSR3 TTF1 TTLL3 TTN TTTY9A TUBA1A TUBA3C TUBA8 TUBD1 TULP3 TXLNA TXNIP TYK2 TYMP U2AF2 UBAP2 UBE2C UBE2D4 UBE2L3 UBE3B UBFD1 UBN1 UBXN1 UCN UGCG UGT1A10 ULK2 UNG UPF1 UPF3A UROD USF2 USH1C USP1 USP10 USP13 USP19 USP22 USP3 USP33 USP4 USP47 USP48 USP7 USPL1 UST UTP14C UVRAG VAMP3 VAT1 VCAM1 VCAN VEGFB VEGFC VEZF1 VGLL4 VPS11 VRK2 VRK3 WAS WASF2 WDR45 WDR6 WFDC2 WFS1 WHRN WIPF2 WIPI2 WNK1 WNT7B WRN WWC3 WWOX WWP2 WWTR1 YES1 YY1 ZBTB10 ZBTB16 ZBTB17 ZBTB20 ZC3H4 ZC3H7B ZC3HAV1 ZDHHC11 ZFAND3 ZFHX3 ZFHX4 ZFP36 ZFP36L1 ZFP36L2 ZFPL1 ZFTRAF1 ZHX3 ZIC1 ZMIZ1 ZMYM2 ZMYM4 ZMYM5 ZNF12 ZNF131 ZNF133 ZNF136 ZNF148 ZNF160 ZNF175 ZNF180 ZNF195 ZNF202 ZNF211 ZNF232 ZNF236 ZNF24 ZNF253 ZNF254 ZNF264 ZNF268 ZNF274 ZNF277 ZNF32 ZNF337 ZNF350 ZNF358 ZNF410 ZNF43 ZNF444 ZNF473 ZNF514 ZNF544 ZNF7 ZNF83 ZNF84 ZP3 ZRSR2 BLANCO_MELO_BETA_INTERFERON_TREATED_BRONCHIAL_EPITHELIAL_CELLS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLANCO_MELO_BETA_INTERFERON_TREATED_BRONCHIAL_EPITHELIAL_CELLS_DN A2ML1 AATBC ABHD14A ADAMTSL4 ADM5 AIF1L ALDH3B2 ANKRD22 ANKRD35 ANO8 ANPEP ANXA9 AQP3 ARHGAP33 ARHGEF4 ATP12A ATP6V1E2 BICDL2 BNIPL C15orf62 C21orf58 CALB1 CALML5 CAPN14 CARD14 CASTOR1 CBX2 CCDC78 CCDC88B CEACAM5 CEBPA CEBPA-DT CEP131 CEP68 CES3 CHTF18 CLCA4 CNFN CNKSR3 COQ8A CRABP2 CRCT1 CSTA CSTB CTSV CWH43 CXXC5 CYSRT1 DBP DDX11 DDX12B DDX12P DEGS2 DGAT2 DHRS9 E2F1 E2F8 ECM1 EFNA3 EFNA4 EFS EME1 ENSG00000205890 EPB41L3 EPHA4 EPHB3 EPHX3 EPN3 EVPL FAM117A FAM238C FAM25A FAM86B3P FAM86C1P FBF1 FOXRED2 FZD2 GDPD3 GRHL3 GSEC GUCY1A1 H19 HERC2P2 HES5 HEY1 HOPX HPGD HROB HYAL1 IDI2-AS1 IFITM10 IGFL1 IRAG2 ITGB7 IVL JMJD7 KALRN KCP KIFC2 KLK10 KLK11 KLK12 KLK13 KLK7 KLK8 KMT5C KRT16 KRT24 KRT78 LCE3D LINC01559 LMCD1 LRRC20 LRRC45 LUARIS LURAP1L LY6D LYNX1 LYPD3 MAB21L4 MEIS1 MIR1915HG MIR600HG MUC21 MUTYH MVK MYZAP MZF1 NBEAL2 NCCRP1 NECTIN4 NGEF NLRX1 NOXA1 OSR1 PADI1 PALMD PGLYRP4 PHLDB3 PLA2G4E PLA2G4F PLA2G6 PLBD1 PLEKHH3 PLLP PLXNB3 PPFIBP2 PPP1R3C PRICKLE2 PRR15L PRRT3-AS1 PRSS27 RAP1GAP RAPGEFL1 RARB RASAL1 RASL11B RBBP8NL RCOR2 RFX2 RHCG RHOBTB1 RHOV RMI2 RNF208 RPTN S100A12 S100A7 S100A8 S100A9 SBSN SCNN1B SERF2 SERPINB3 SH3BP5-AS1 SIX5 SLC25A27 SLC37A2 SLC43A2 SLPI SMO SOX6 SPINK5 SPINK7 SPRR1A SPRR1B SPRR3 SULT2B1 SYT8 SYTL1 TBC1D8 TCN1 TEDC1 TEDC2 TENT5B TGFB3 THAP8 TJP3 TMEM184A TMEM45B TMEM86A TMPRSS13 TRIM45 TUBAL3 UNC13D VAV3 VGLL1 VSIG10L VWF WDR62 WDR90 ZNF467 ZNF608 ZNF692 ZNF862 ZSCAN31 BLANCO_MELO_BETA_INTERFERON_TREATED_BRONCHIAL_EPITHELIAL_CELLS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLANCO_MELO_BETA_INTERFERON_TREATED_BRONCHIAL_EPITHELIAL_CELLS_UP ABCA1 ACE2 ADA2 ADAMTS1 ADAMTS6 ADAR ADRB2 AIDA AIM2 ANGPTL4 ANKRD1 ANKRD12 ANTXR2 APOBEC3A APOBEC3F APOBEC3G APOD APOL2 APOL6 ARHGAP29 ARL14 ARL5B ATP10A ATP13A3 ATP6V0A4 AXL B3GNT7 B4GALNT2 BACH1 BATF2 BCL2A1 BEND3P3 BIRC2 BIRC3 BLZF1 BMAL2 BMP2 BMPR2 BPGM BTC C17orf67 C18orf25 C1R C1S C3 C3orf52 C6orf62 CAB39 CADPS2 CASP7 CCNA1 CCNG2 CD274 CDCP1 CDK17 CEMIP2 CFLAR CLDN1 CLDN16 CMTR1 CNP CNTN3 CORO2B CPEB2 CREB5 CSF1 CSF2 CSGALNACT2 CSRNP1 CTSO CTSS CXCL2 CXCL3 CXCL8 CYFIP2 CYP27B1 CYP2J2 DAPP1 DCLRE1C DCP1A DDX3X DDX60L DHX58 DRAM1 DTX3L DUSP1 DUSP2 DUSP4 EDIL3 EDN1 EDNRA EHD4 EIF2AK2 EIF5 ELK4 ELOVL7 ENPP4 ERAP2 ERG ESM1 ETS1 EXOC3L1 FAS FEM1C FERMT1 FGF5 FMR1 FOXN2 FSD1L FST FYB1 G0S2 GALM GBP1 GBP2 GBP3 GBP5 GCNT4 GDF15 GLRX GNAT2 GNB4 GPAT3 GPR180 GSDMD H3-5 HAS2 HBEGF HCAR2 HCAR3 HELZ2 HEPHL1 HIPK3 HS3ST2 HSD11B1 HSH2D HYCC2 IDO1 IFI16 IFIH1 IFIT1 IFIT2 IFIT3 IFIT5 IGFBP3 IL13RA2 IL15 IL15RA IL16 IL1A IL1R2 IL23A IL24 IL6 IL6ST IL7R INHBA IRF1 IRF1-AS1 IRF2 IRF9 ITGA1 ITGA2 KCNQ3 KCTD12 KDM7A KDM7A-DT KIAA0040 KLF6 KRT34 KRT75 KRT8 LAP3 LCP1 LEPR LINC-PINT LMF1 LMO2 LNPEP LRATD2 LRRC3 LYSMD2 MAFF MALT1 MAN1A1 MATN2 MCTP1 MED13 MIR614 MLKL MMP13 MMP3 MOB3C MSX1 MUC16 MX1 MYD88 N4BP1 NAV3 NCALD NCOA7 NECTIN3 NFE2L3 NFKBIZ NIPAL1 NKX3-1 NLRC5 NMI NMNAT2 NOCT NPC1 NRCAM NRG1 NT5C3A NT5E NUDCD1 OAS3 OGFR OSMR PABIR3 PAMR1 PANX1 PARP12 PARP9 PCGF5 PDCD1LG2 PDK4 PDZD2 PGM2L1 PHF11 PHLDA1 PLAAT4 PLAT PLAUR PLD5 PLEKHA4 PLSCR1 PMAIP1 PML PNPT1 PODXL PPP2R2B PSG5 PSORS1C3 PTAFR PTGS2 PTK2B PTPRE QKI RAB8B RAPH1 RASA2 RASGRP3 RASSF8 RBM43 RDUR REC8 RELB RELL1 REPS2 RGMB RICTOR RIF1 RIGI RIMS2 RNASE7 RNF19B RO60 ROCK2 RP2 RPLP0P2 RPPH1 RTP4 SAMD8 SAMD9 SAMD9L SAMHD1 SCG5 SDC4 SDK1 SEC24A SEMA7A SERPINB9 SGMS2 SHC4 SHFL SIRPB2 SKIL SLC10A6 SLC16A4 SLC25A28 SLC2A12 SLC39A10 SLC41A2 SLC7A11 SLFN11 SLFN5 SMG1P1 SMG1P3 SMURF2 SNORA3A SNORD17 SOCS1 SOCS3 SOD2 SOWAHC SP100 SP110 SP140L SPOCD1 SPRY2 SPSB1 SREK1IP1 STARD4 STARD5 STAT2 STAT5A STBD1 STK17A SYNJ2 SYT12 TAGAP TAP1 TAP2 TDRD7 TENT5A TFRC TGFA TGM2 THBS1 THEMIS2 TLR2 TMEM106A TMEM140 TMEM158 TMEM217 TMEM229B TMEM47 TMEM62 TNFAIP3 TNFRSF10A TNFSF10 TNFSF15 TOR1AIP1 TRAF3IP3 TRANK1 TRIM14 TRIM21 TRIM25 TRIM38 TRIM5 TRIM56 TRIML2 TRPV3 TXNRD1 UBA7 UBASH3B UBXN2A UCA1 UGDH USP12 USP18 VEGFC WFDC2 WIPF1 WNT10A WNT9A XAF1 XRN1 ZBED6 ZBP1 ZC3H12C ZCCHC2 ZMYND15 ZNF107 ZNF800 ZNFX1 ZPLD1 BLANCO_MELO_BRONCHIAL_EPITHELIAL_CELLS_INFLUENZA_A_DEL_NS1_INFECTION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLANCO_MELO_BRONCHIAL_EPITHELIAL_CELLS_INFLUENZA_A_DEL_NS1_INFECTION_DN ANLN ARPIN ASF1B ATAD5 AURKA AURKB BAIAP2-DT BIRC5 BLM BRCA1 BUB1B CAMK1 CASTOR1 CBX2 CCDC18 CCDC34 CCNA2 CCNB2 CDC25A CDC25C CDC45 CDC6 CDC7 CDCA2 CDCA3 CDCA5 CDCA7 CDCA8 CDKN3 CDT1 CEBPA-DT CENPE CENPF CENPI CENPM CENPO CEP55 CES3 CHTF18 CIT CLSPN DDX11 DDX12P DEPDC1B DHFR DIAPH3 DTL E2F1 E2F8 EME1 EPN3 ERCC6L EXO1 FADS1 FAM111B FAM161A FANCB FANCG FANCI FEN1 FOXA2 FOXM1 GCNT3 GINS2 GINS4 GOLGA2P5 GPATCH11 HASPIN HILPDA HJURP HMMR HROB IDI2-AS1 IRAG2 JRK KANK2 KIF11 KIF14 KIF15 KIF18B KIF20A KIF24 KIF2C KIF4A KIFC1 KNL1 LINC00847 LMNB1 LUARIS LURAP1L MAP3K12 MCM10 MCM2 MCM4 MCM7 MEX3A MFSD13A MIPEPP3 MIR503HG MND1 MSTO2P MTFR2 MYBL2 NCAPG NCAPG2 NCAPH NEIL3 NEK2 NEXN NSD2 NUF2 NUSAP1 OIP5 ORC1 OSBPL7 PADI1 PADI3 PCLAF PER2 PGPEP1 PHGDH PIK3C2B PIMREG PKMYT1 PLK1 PLK4 PPARGC1B PRC1 PRIM1 PRR11 PRR15L PSRC1 PTTG1 RAD51 RAD54L RARB RBBP8NL RBL1 RFXAP RHNO1 RRM2 S1PR5 SFXN2 SGO1 SHCBP1 SKA1 SKA3 SLC46A1 SLITRK6 SNHG4 SPAG5 SPC25 SUV39H1 TACC3 TCF19 TEDC2 TEF TFAP4 THBD TK1 TMCC2 TOP2A TRAIP TRIM45 TROAP TTK TUBAL3 UBE2C UBE2T UCN2 UHRF1 UPK3B VAV3 WDHD1 WDR62 WDR76 XRCC2 ZNF248 ZNF324B ZNF331 ZNF395 ZNF608 ZNF714 ZNF782 ZNF90 ZSCAN31 ZWINT BLANCO_MELO_BRONCHIAL_EPITHELIAL_CELLS_INFLUENZA_A_DEL_NS1_INFECTION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLANCO_MELO_BRONCHIAL_EPITHELIAL_CELLS_INFLUENZA_A_DEL_NS1_INFECTION_UP ABCD1 ABHD17B ACE2 ACHE ACTL10 ACTN2 ADAM8 ADAMTS15 ADAMTS4 ADAR ADCY4 ADM ADPRM AIM2 AKAP7 ALAS1 ANGPTL2 ANGPTL4 ANKK1 ANTXR2 APOBEC3A APOBEC3B APOBEC3F APOBEC3G APOL1 APOL2 APOL3 APOL6 ARC ARHGAP25 ARID5A ARL14 ARRDC3 ARSI ATP10A ATP5F1E AVIL AZI2 AZIN2 B2M B3GALNT1 B3GNT2 B3GNT7 BAIAP3 BATF2 BBC3 BCL2A1 BCL2L11 BCL2L13 BCL2L14 BCL3 BIRC2 BMF BMP4 BPGM BST2 BTC BTN3A1 BTN3A2 BTN3A3 C11orf96 C15orf39 C17orf67 C1QTNF1 C1R C1S C2CD4A C2orf66 C3 C3AR1 C6orf62 CAB39 CACHD1 CALCRL CALHM5 CARD16 CARD17P CARD8-AS1 CASP1 CASP10 CASP7 CAVIN2 CBR3 CBR3-AS1 CBX4 CCDC9 CCL22 CCNA1 CCNL1 CCT6P1 CD38 CD40 CD83 CDC42EP3 CDC42EP4 CDK17 CDKN1C CDKN2C CEACAM1 CEBPB CERS3 CFAP45 CFLAR CGAS CHAC1 CITED2 CLCA3P CLCF1 CLDN16 CLIC2 CLIC4 CLUHP3 CMPK2 CMTR1 CNP CORO6 CPEB3 CRISPLD2 CSF1 CSF3 CSRNP1 CSRNP2 CXCL10 CXCL16 CXCL2 CXCL3 CXCL5 CXorf38 CYLD CYP2J2 DAPP1 DCLRE1C DDX3X DDX60L DENND3 DEPDC7 DEPP1 DHX58 DISP3 DLC1 DLX2 DLX3 DLX5 DMRTA2 DNAJA1 DPP4 DTX3L DUSP1 DUSP2 DUSP5 DUSP8 EDARADD EDN1 EDN2 EDNRA EFNA1 EGFLAM EHD4 EIF2AK2 ELF1 ELK4 EMC9 ENC1 EPB41L4A-DT EPGN EPHB3 EPSTI1 ERAP2 ERG ETS2 ETV7 EXOC3L1 FA2H FAM222A FAM43A FAM53C FAM76B FAP FAS FBXO6 FGF2 FGF5 FHL3 FIBIN FLT3LG FMR1 FSD1L FSIP1 FUT2 FUT4 FYB1 FZD5 FZD7 FZD8 GALM GATA3 GATA6 GBP1 GBP2 GBP3 GCA GCH1 GEM GLCCI1 GLRX GNA13 GNB4 GPBP1 GPR180 GPR37 GRAMD2B GRB10 GRIP2 GSAP GSDMD GTPBP1 H2AC25 H2BC11 H3C10 H3C4 HAP1 HAPLN3 HBEGF HCAR2 HCAR3 HDX HELZ2 HERC5 HERC6 HES4 HES6 HEXD HIP1R HLA-A HLA-B HLA-C HLA-DOB HLA-E HLA-F HLA-H HLA-L HNRNPLL HS3ST1 HSD11B2 HSD17B7P2 HSH2D HSPA1B HSPA2 HSPA6 HSPB8 ICAM1 ICOSLG ID2 ID4 IER2 IFI16 IFI27 IFI30 IFI35 IFI44 IFI44L IFI6 IFIH1 IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 IFITM2 IFITM3 IFNL4 IFRD1 IGFBP3 IKBKE IL10RA IL12A IL15 IL15RA IL16 IL1A IL1B IL1R2 IL22RA1 IL23A IL36G IL7 ILDR1 IMPA1 ING1 IRAK2 IRF1 IRF1-AS1 IRF2 IRF6 IRF7 IRF9 IRX5 ITIH4 JUN JUNB KALRN KBTBD7 KBTBD8 KCNJ15 KCNK5 KCNQ4 KCNS3 KDM7A-DT KIAA0040 KLF10 KLF2 KLF4 KLF9 KLHDC7B KRT34 KRT6B KRT75 LAMA2 LAP3 LGALS3BP LGALS9 LGMN LIF LIN52 LINC02591 LINS1 LMO2 LY6E LYN LYPLA1 LYSMD2 MAFA MAFF MAP3K11 MAP3K14 MARCHF3 MARCKSL1 MASTL MCUB MEF2C METRNL MFSD14A MIR155HG MLKL MMP13 MOB3C MORC3 MRGPRX3 MSX2 MTMR11 MUC15 MUC16 MX1 MX2 MXD1 MYD88 N4BP1 NCF2 NCOA7 NECTIN3 NEFM NEURL3 NFATC1 NFE2L3 NFKB1 NFKB2 NFKBIA NFKBID NLRC5 NMI NOD1 NOD2 NPR1 NT5C3A NUAK2 NUB1 NUDCD1 NXT2 OAS1 OAS2 OAS3 OASL ODF3B OGFR OLR1 OPTN OSR2 OVOL1 PABIR3 PALM PAMR1 PANX1 PAOX PARP10 PARP12 PARP14 PARP8 PARP9 PDCD1LG2 PDE4B PGLYRP4 PGM2L1 PHACTR4 PHF11 PI4K2B PIK3AP1 PIK3R3 PKIB PLAAT2 PLAAT4 PLAT PLAUR PLEKHA7 PLEKHF1 PLEKHF2 PLEKHG6 PLEKHO2 PLSCR1 PLSCR4 PML PNP PNPT1 PNRC1 POU3F1 PPM1J PPM1K PPP1R3B PRDM8 PRICKLE1 PRICKLE4 PRKD2 PRR15 PSMB10 PSMB8 PSMB8-AS1 PSMB9 PSME2 PSORS1C3 PTGER2 PTGS1 RAB8B RABGAP1L RAD9A RASEF RASGEF1B RASGRP3 RASL11B RASSF10 RASSF5 RBCK1 RBM11 RBM43 RCAN1 RDH10 RDUR REC8 RELL1 RET RGMB RGMB-AS1 RGS16 RHEBL1 RHOB RICTOR RIGI RIMS2 RIPK1 RIPK2 RIPK3 RND1 RNF114 RNF122 RNF152 RNF19B RNF213 RNF223 RNF39 RP2 RSAD2 RTKN2 RTP4 SAMD9L SAMHD1 SBNO2 SCN3A SCO2 SECTM1 SEMA7A SENCR SEPTIN4 SERPINB9 SGK1 SHFL SHISA2 SIDT1 SIRPB2 SIRT1 SIX1 SLC12A7 SLC15A3 SLC16A4 SLC25A25 SLC25A28 SLC25A30 SLC2A12 SLC35E4 SLC39A8 SLC41A2 SLC44A4 SLC45A4 SLC52A3 SLC5A1 SLC6A12 SLC8A2 SLC8B1 SLCO4A1 SLFN12 SMARCA5 SMOX SNAI1 SNPH SOCS1 SOCS2 SOCS3 SOWAHB SOX13 SOX21 SOX9 SP100 SP110 SP140L SP6 SP8 SPRED3 SPRY2 SPSB1 ST7-AS1 STARD5 STAT1 STAT2 STAT5A STK19 STOML1 STX11 SUSD4 SWT1 SYNM SYNPO2 TAGAP TAP1 TAP2 TAPBP TBX3 TDRD7 TENT2 TENT4B TEP1 TESK2 TEX14 TGIF1 TGM2 TGM5 THAP3 THAP9-AS1 THEMIS2 THSD1 TICAM1 TINF2 TIPARP TLE4 TLR2 TLR3 TMEM106A TMEM140 TMEM171 TMEM229B TMEM62 TNFAIP8 TNFAIP8L3 TNFRSF9 TNFSF10 TNFSF13 TNFSF13B TNFSF9 TNIP1 TPRN TRANK1 TREX1 TRIB1 TRIB2 TRIM14 TRIM21 TRIM22 TRIM25 TRIM26 TRIM36 TRIM38 TRIM5 TRIM56 TRIM69 TTC38 TTC39B TTLL11 TYMP TYW1B UBA7 UBE2L6 ULBP1 UNC93B1 USF1 USP18 USP43 VAMP1 VASN VEGFC VEZF1 VLDLR WARS1 WHAMM WNT4 WTAP XAF1 XBP1 XDH ZBP1 ZBTB42 ZC3H12A ZCCHC2 ZFP36 ZFYVE26 ZMYND15 ZNF107 ZNF136 ZNF267 ZNF296 ZNF44 ZNF442 ZNF461 ZNF503 ZNF79 ZNF799 ZNF844 ZNFX1 ZNRF2 BLANCO_MELO_BRONCHIAL_EPITHELIAL_CELLS_INFLUENZA_A_INFECTION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLANCO_MELO_BRONCHIAL_EPITHELIAL_CELLS_INFLUENZA_A_INFECTION_DN AATBC ACBD4 ADIRF AIF1L ANKRD23 ANKRD9 ANPEP ANXA9 ARHGAP40 ATG16L2 ATP6V0E2 B3GNT8 BSPRY C10orf95 C15orf61 C4orf48 CALB1 CAPS CASTOR1 CCDC34 CCDC74A CCDC88B CCDC96 CDC45 COMTD1 CRIP1 CTU1 CYSRT1 DHRS9 E2F1 ECM1 ELF3 EMP2 FAM111B GABRP GCHFR GRHL3 HYAL1 IDI2-AS1 JUND LGALS7B LIMD2 LMTK3 MND1 MUC20 NOXA1 NUDT3 NUDT8 OSR1 PADI1 PAQR8 PCLAF PDF PPP1R14A PRR7 RAB5IF RBBP8NL RBP1 RCOR2 RDH14 RECQL4 RHPN1 RPL39 SLC25A29 SMIM5 SNCG TBX1 TEDC2 TGFBR3L TJP3 TM7SF2 TMEM125 TMEM160 TMPRSS2 TPGS1 UBE2S UPK2 UPK3B VSIG2 YPEL3 ZNF524 BLANCO_MELO_BRONCHIAL_EPITHELIAL_CELLS_INFLUENZA_A_INFECTION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLANCO_MELO_BRONCHIAL_EPITHELIAL_CELLS_INFLUENZA_A_INFECTION_UP AOC2 ARL5B ARRDC3 ASXL2 ATP5F1E ATP6V1FNB BATF2 BEND3P3 BICC1 BIRC3 C1S CCL5 CD109 CD83 CDYL2 CLDN16 COL6A1 CRYBG3 CSF1 CXCL10 CXCL11 DDI2 DDIT3 DHX58 DPP4 DTX3L EDIL3 EGFR EIF2AK2 EPSTI1 ERN1 ETV3 EXOC6B FSD1L GBP1 GTF3C4 GULP1 H2BC8 HACD2 HELZ2 HEPHL1 HERC5 HERC6 HLA-F HSPA6 ICAM1 ID2 IFI35 IGF2R IL6 IL7R IPO11 IRF9 ITGA7 ITGAV ITPR1 KBTBD8 KIF17 LIFR LIMCH1 LINC01089 LNPEP MACF1 MAFB MAN1A2 MAN2A1 MAPK8IP2 MED13 MIB1 NBEAL1 NEU3 NIPAL1 NLRC5 NOMO2 NOMO3 NR1D1 NR1D2 OLFM2 PARP9 PLAT POSTN PTGS1 PTX3 PWWP3B PYGM RAD54L2 RALGAPA2 RESF1 RGS16 RNASE7 ROCK2 SAMHD1 SDK1 SEC24A SEL1L SERPINB10 SERPINB4 SHISAL1 SIRPB1 SLC30A1 SLC5A3 SLFN5 SMG1P1 TAP1 TFRC THBS1 TLN2 TMEM140 TMEM47 TNF TNFAIP3 TRAF1 TRANK1 TRIM25 TTBK2 UBXN7 UGDH ULBP1 USP18 VWA7 WFDC2 XAF1 XIST ZBED6 ZBTB10 ZBTB21 ZKSCAN1 ZKSCAN8 ZNF441 ZNF551 ZNF674-AS1 ZNF699 ZNF736 ZNF778 ZNF844 ZNFX1 ZPLD1 BLANCO_MELO_COVID19_BRONCHIAL_EPITHELIAL_CELLS_SARS_COV_2_INFECTION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLANCO_MELO_COVID19_BRONCHIAL_EPITHELIAL_CELLS_SARS_COV_2_INFECTION_DN ALDH3A1 ATG9B BBOX1 BLNK CD86 CDH10 CENPA CREG2 CXCL14 CYP2B7P CYP4F3 DBP EFCAB7 ENSG00000289047 EPHA4 EXTL2 FGF1 GPNMB GULP1 HSD17B3 IFITM10 IRAG2 IRF2BPL KRT15 LY6D MAF MAP7D2 METTL7A MIR221 MN1 MXRA5 MYLK NANOS1 NID1 OLFML2A PADI3 PBX1 PCDH7 PDE5A PDK4 PPARGC1A PROS1 PTPRZ1 RAB15 RAB30 RBM20 SELENOP SEMA3E SOX6 SPTLC3 STON1 SYTL5 TCN1 TFCP2L1 THBD TSC22D3 VAV3 VTCN1 ZNF488 BLANCO_MELO_COVID19_BRONCHIAL_EPITHELIAL_CELLS_SARS_COV_2_INFECTION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLANCO_MELO_COVID19_BRONCHIAL_EPITHELIAL_CELLS_SARS_COV_2_INFECTION_UP ADAM8 ADRB2 BCL3 BIRC3 BMP2 BPGM BST2 C15orf48 C1QTNF1 C1R C1S C3 CCL20 CDC42EP2 CFB CHST2 COL8A1 CORO1A CRCT1 CSF2 CSF3 CSGALNACT1 CXCL1 CXCL2 CXCL5 CXCL6 CXCL8 CYP27B1 DRAM1 DUSP4 EDN1 EFNA1 EHD1 EPSTI1 FAM167A FEZ1 G0S2 GBP5 HBEGF HCAR3 HELZ2 HEPHL1 ICAM1 IER3 IFI35 IFI44 IFIH1 IFITM1 IFITM3 IKBKE IL1B IL32 IL36G IL6 IL7R INHBA IRAK2 IRAK3 IRF7 IRF9 ITGB3 KRT24 KRT6B KRT75 LGALS9 LIF LINC03040 LTB MAFF MAP3K8 MMP1 MMP13 MRGPRX3 MUC21 MYEOV NEDD9 NFKB2 NFKBIA NFKBIZ NRCAM OAS1 OAS2 OAS3 OSBP2 OTUB2 P2RY6 PARP12 PARP9 PDGFB PDZK1IP1 PGLYRP4 PI3 PLAT PLAUR PLSCR1 POU2F2 PRDM1 PRSS3 RELB RHCG RHOF RHOV RND1 S100A12 S100A7 S100A8 S100A9 S100P SAA2 SAMHD1 SERPINB1 SGPP2 SLC25A37 SLC6A14 SOCS3 SOD2 SPRR1A SPRR2A SPRR2D SPRR2E SPRY4 STAT5A STC1 TCIM TGM1 TGM2 TLCD1 TMEM171 TNF TNFAIP2 TNFAIP3 TNFSF14 TNIP1 TRIM47 TRIML2 TUBA1C TUBB3 VNN1 VNN3P WFDC21P XDH ZBED2 ZC3H12A ZP3 BLANCO_MELO_COVID19_SARS_COV_2_INFECTION_A594_ACE2_EXPRESSING_CELLS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLANCO_MELO_COVID19_SARS_COV_2_INFECTION_A594_ACE2_EXPRESSING_CELLS_DN ADI1 AHCY AKR1C4 ALDH1A1 ALDH3A2 AMBP ANK1 ANXA13 ANXA2 APOH ASB9 ATP6V0E2 BCAS1 BST1 C5 CDH17 CDK5 CENPM CLTRN CNFN CNTN1 COL21A1 CROT CYBA DCDC1 DDC DPYSL5 DSC3 EPHX1 ETFB F2RL2 F5 FAM149A FFAR4 FGFR3 FLRT2 GATM GPC1 GPX2 GSTM4 HABP2 HADH IGFBPL1 INSL4 KCNAB2 KCNJ16 KLHL4 KRT4 MAPRE2 MCM5 METRN METTL7B MXD4 NDUFA13 NDUFA2 NDUFB10 NDUFS7 NRXN3 OLFML2A PBXIP1 PCDHA4 PDGFD PDK2 PRDX1 PRPS1 PSAP PSAT1 RAB26 RERG RRM2 SCARA5 SEMA3E SERPINH1 SERPINI1 SFRP4 SKP2 SLC25A10 SLC25A11 SLC40A1 SLC51B SLCO2B1 SMPDL3B SPP1 SVEP1 SWI5 TCTN3 TK1 TM7SF2 TNFSF15 TPD52L1 TPPP3 TRIM2 TSPAN7 TUBB4A UCP2 WDR18 BLANCO_MELO_COVID19_SARS_COV_2_INFECTION_A594_ACE2_EXPRESSING_CELLS_RUXOLITINIB_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLANCO_MELO_COVID19_SARS_COV_2_INFECTION_A594_ACE2_EXPRESSING_CELLS_RUXOLITINIB_DN ADAM12 ADGRG2 AHCY AKR1B1 AKR1B10 ALDH1A1 ALDH4A1 AMBP ANGPT1 APLP2 ASB9 C12orf57 C5 CCND3 CD38 CES1 CFI CLDN2 COL11A1 CRYAB CTSD CTSL CTSV CYBA CYP4F11 DDC DEGS2 ENPP1 EPHX1 ETFB FGB FGG G6PD GATM GBP1 GCHFR GPX2 HABP2 HHAT IFITM2 INSL4 ISOC2 KCNAB2 KRT4 MSRB1 NDUFA2 NDUFS7 OLFML3 PBXIP1 PDGFRL PHB1 PI3 PRDX1 PSAP PSMB10 PSMB3 RAB5IF RBKS RBP4 RNASEH2A ROMO1 RRM2 SCARA5 SCIN SERPINH1 SERPINI1 SLC51B SPP1 SUSD2 TF TK1 TM4SF20 TRAPPC6A TSPAN7 TXN UCP2 BLANCO_MELO_COVID19_SARS_COV_2_INFECTION_A594_ACE2_EXPRESSING_CELLS_RUXOLITINIB_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLANCO_MELO_COVID19_SARS_COV_2_INFECTION_A594_ACE2_EXPRESSING_CELLS_RUXOLITINIB_UP ABL2 ABTB2 ACTG1P20 ADAM20P1 ADAM32 ADAM8 ADIRF ADM ADM5 ADNP2 AEBP2 AEN AGAP6 ALDH8A1 ALOX12-AS1 ALOXE3 ALPK3 ANKRD12 ANKRD33B ANKRD49 AOC2 AOC3 APRG1 ARC ARHGAP19 ARHGAP30 ARHGAP40 ARID3B ARID4B ARL14 ARL5B ATF3 ATF4 ATP2A1 ATP6V1FNB ATP6V1G2 AURKAP1 B3GALNT2 B3GNT5 BACH2 BCL10 BCL2A1 BCL3 BDKRB2 BHLHE41 BIRC2 BIRC3 BMF BTG1 BTG2 C11orf91 C12orf50 C3orf38 CARD9 CAVIN4 CCDC116 CCDC13 CCDC144BP CCDC144CP CCDC174 CCDC73 CCDC81 CCDC85A CCL2 CCL20 CCNL1 CCNP CCNT1 CCNT2 CCR6 CD200R1 CD83 CDK5R1 CDKL3 CDKN1B CDKN2AIP CELF1 CENPA CEP85L CFL1P1 CFP CHASERR CHD1-DT CHD2 CHIC2 CHP1P2 CIART CLEC4A CLK4 CLUHP3 CNIH2 COL2A1 COLEC11 CREB5 CREBRF CRTC2 CRY1 CSKMT CSRNP1 CXCL1 CXCL2 CXCL3 CXCL8 CYLD CYP27A1 DBP DCAF4L1 DCHS1 DCP1A DDIT3 DIRAS1 DNAH17 DNAH2 DNAJC27 DRD1 DUSP10 EBLN2 EFNA1 EFNA3 EGR1 ELL EML2-AS1 ENSG00000246130 ENSG00000268403 ENSG00000284691 EPC1 EPM2AIP1 EREG ESF1 ESR1 ESRRB ETV3 EXPH5 FBXW7 FERMT3 FGF12 FGF18 FILIP1L FLCN FOS FOSB FOSL1 FOXC2 FOXN2 FRS2 FTH1P3 GADD45A GAS2L3 GCNA GDF15 GEM GNRH1 GOLGA6C GOLGA7B GPCPD1 GPM6B GPR3 GRHL1 GTF2B GUCA1B GZF1 H1-3 H2AC13 H2AC15 H2AC25 H2BC18 H2BC20P H2BC21 H2BC6 H3C6 H4C5 H4C9 HAVCR2 HBP1 HCFC2 HDAC9 HES1 HIVEP1 HIVEP2 HLA-F HLA-F-AS1 HNRNPU HOXC10 HS3ST3B1 HSF2 HYCC2 HYMAI ICAM5 IER2 IER3 IER5 IFFO1 IFNA22P IFNB1 IFT122P3 IKZF3 IKZF5 IL11 IL1A IL20RB ILF3-DT INO80D INTS6 IPCEF1 IRAK2 IRF1 IRF1-AS1 IRF4 JUN KCNAB3 KCNN1 KCNQ4 KDM6B KDM7A KDM7A-DT KLF10 KLF11 KLF4 KLF6 KLF7 KLHL3 KLK14 KLKP1 KMT2E KMT2E-AS1 KPNA5 KRTAP5-1 LAMTOR3 LCDR LDHAL6B LDLRAD4 LGALS9 LIF LILRA6 LINC-PINT LINC00115 LINC00472 LINC00926 LINC01004 LINC01089 LINC01881 LINC02995 LOX LPA LRP2BP LSMEM1 LTB MAFF MAFG MARCKS MASP2 MB21D2 MBIP MDM4 MED26 MED30 MEX3C MIER1 MIER3 MIR221 MIR23AHG MIR3685 MIR4453HG MIR5047 MIR561 MIR7-1 MKRN3 MPIG6B MRNIP MTSS1 MUC6 MXD1 MXD3 MYNN MYSM1 N4BP2L2-IT2 N4BP3 NAV2 NBPF10 NECAP1 NEDD4L NEURL3 NFIL3 NFKB1 NFKB2 NFKBIA NFKBID NFKBIE NFKBIZ NFYC-AS1 NGFR NHLH1 NOCT NOD2 NPC1L1 NPHS1 NPTX1 NR1D1 NR4A3 NRG4 NRIP1 NSRP1 NTNG2 OASL ODC1 OTUD3 OVGP1 P2RX5-TAX1BP3 PAN3-AS1 PCF11 PCK1 PDGFB PER1 PER2 PER3 PHF21B PIGR PIM1 PLD6 PLEKHG2 PLK1 PMS2P3 PNN POU2F2 PPP1R10 PPP1R15A PPP1R15B PPP4R1L PPP4R4 PPTC7 PRKXP1 PROM1 PROX1 PRR14 PRX PSMD6-AS2 PTBP2 PTX3 PYGM RAB2B RAB30 RAB33B RASSF5 RBAK RBBP6 RBM39 RBM48 REL RELB RFPL3S RIMOC1 RLIM RNASEK RNF6 RPS6KL1 RRN3P1 RSBN1 RSF1 SALL1 SCARNA15 SCG2 SCUBE2 SELE SEMA4A SENP7 SERPINA10 SERPINC1 SERTAD2 SERTAD3 SIM2 SIX4 SKIL SLA SLC16A14 SLC17A8 SLC26A3 SLC6A12 SLCO5A1 SMARCA4 SMNDC1 SNHG1 SNHG10 SNHG20 SNIP1 SNORA25 SNORA31 SNORA3A SNORA3B SNORA48 SNORA62 SNORA8 SNORD10 SNORD28 SNORD38B SNORD50B SOX9 SPOCK2 SRFBP1 STON1 STX11 SUGT1P1 SUMO4 TAF1D TAF7L TANK TBC1D15 TBC1D22B TBX4 TET2 TET3 TEX29 THAP1 TIGD3 TIPARP TLR10 TMCC2 TNF TNFAIP3 TNFAIP8 TNFRSF9 TRAF1 TSSK3 TTC21A UBASH3A UBXN7 USP43 USPL1 VAMP2 VXN WRAP53 WTAP ZBTB10 ZBTB20 ZBTB21 ZBTB43 ZBTB49 ZBTB6 ZC3H12A ZC3H12B ZC3H4 ZEB1-AS1 ZEB2 ZFP36 ZNF101 ZNF112 ZNF14 ZNF143 ZNF160 ZNF184 ZNF211 ZNF222 ZNF26 ZNF267 ZNF280B ZNF296 ZNF300P1 ZNF317 ZNF34 ZNF432 ZNF436-AS1 ZNF44 ZNF484 ZNF543 ZNF554 ZNF555 ZNF557 ZNF567 ZNF614 ZNF615 ZNF624 ZNF627 ZNF639 ZNF669 ZNF674-AS1 ZNF764 ZNF77 ZNF776 ZNF778 ZNF799 ZNF8 ZNF805 ZNF821 ZNF830 ZNG1F ZSCAN12P1 ZUP1 BLANCO_MELO_COVID19_SARS_COV_2_INFECTION_A594_ACE2_EXPRESSING_CELLS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLANCO_MELO_COVID19_SARS_COV_2_INFECTION_A594_ACE2_EXPRESSING_CELLS_UP ABL2 ABTB2 ACTG1P20 ADAM20P1 ADAM32 ADAM8 ADIRF ADM5 AEBP2 AEN AGBL3 ALDH8A1 ALOX12-AS1 ALOXE3 ALX3 ANKRD12 ANKRD49 ANXA2R-OT1 AOC2 AOC3 APOBEC3F APOL6 APRG1 ARC ARHGAP19 ARHGAP30 ARHGAP40 ARID3B ARID4B ARL14 ARL5B ATF3 ATF4 ATP2A1 ATP6V1FNB ATP6V1G2 AURKAP1 B3GNT5 BATF2 BBC3 BCL10 BCL2A1 BCL3 BDKRB2 BHLHE41 BIRC3 BMF BMP2 BMPER BST2 BTC BTG2 BTN2A1 C11orf91 C12orf50 C2 C3orf38 CAVIN4 CCDC116 CCDC13 CCDC144BP CCDC144CP CCDC174 CCDC73 CCDC81 CCDC85A CCL2 CCL20 CCL4 CCN4 CCNL1 CCNT1 CCNT2 CCR6 CD200R1 CD274 CD83 CDK5R1 CDKN2AIP CEBPB CELF1 CENPA CEP85L CFL1P1 CFLAR-AS1 CFP CHASERR CHD1-DT CHD2 CHIC2 CHP1P2 CHST2 CIART CLEC4A CLEC4E CLK4 CLUHP3 CMPK2 CNIH2 CNOT4 CNTD1 COL2A1 COLEC11 CREB5 CRTC2 CRY1 CSKMT CSRNP1 CTDSP2 CXCL1 CXCL2 CXCL3 CXCL8 CYLD CYP27A1 DACT1 DBP DCAF4L1 DCHS1 DCP1A DDIT3 DDX60 DDX60L DHX58 DIRAS1 DLL1 DNAH17 DNAJC27 DRD1 DUSP1 DUSP10 DUSP8 DYNLT2 EFNA1 EFNA3 EGR1 EIF1B ELL EML2-AS1 ENSG00000268403 ENSG00000284691 EPC1 EPM2AIP1 EPSTI1 EREG ESRRB ETV3 F3 FBXO48 FBXW7 FERMT3 FGF12 FILIP1L FLCN FLT3LG FOS FOSB FOSL1 FOXC2 FOXN2 FRS2 FTH1P3 FYB1 GADD45A GAS2L3 GBP4 GCNA GCSAM GDF15 GEM GMPR GNRH1 GOLGA6C GOLGA7B GPBP1 GPM6B GPR3 GRHL1 GTF2B GUCA1B GZF1 H2AC13 H2AC15 H2AC25 H2BC18 H2BC20P H2BC21 H3C6 H4C5 H4C9 HBP1 HCFC2 HCG27 HDAC9 HDX HERC5 HERC6 HES1 HES7 HIVEP1 HIVEP2 HLA-F HLA-F-AS1 HNRNPU HOTAIRM1 HOXD11 HS3ST3B1 HSH2D HYMAI ICAM5 IDO1 IER2 IER3 IER5 IFFO1 IFI44 IFIT5 IFITM1 IFITM3 IFNA22P IFNB1 IFNL2 IFNL3 IFT122P3 IKZF3 IKZF5 IL11 IL15RA IL20RB IL22RA1 IL6 ILF3-DT INHBA INO80D INTS6 IPCEF1 IRAK2 IRF1 IRF1-AS1 IRF7 KCNN1 KDM6B KDM7A KDM7A-DT KLF11 KLF4 KLF6 KLF7 KLHL3 KLK14 KLKP1 KLRC2 KMT2E-AS1 KPNA5 LAMP3 LAMTOR3 LCDR LDHAL6B LGALS9 LIF LINC-PINT LINC00115 LINC00472 LINC00926 LINC01004 LINC01089 LINC01619 LINC01881 LINC02603 LMO2 LOX LSMEM1 LTB MAFF MAFG MB21D2 MBIP MCTP1 MDM4 MED26 MED30 MEIS1 MEX3C MIER1 MIR221 MIR23AHG MIR3685 MIR4453HG MIR561 MIR7-1 MKRN3 MLKL MPIG6B MRNIP MSC MXD1 MXD3 MYNN MYOD1 MYSM1 N4BP3 NAV2 NBPF10 NECAP1 NEDD4L NEURL3 NFE2L2 NFIL3 NFKB1 NFKB2 NFKBIA NFKBID NFKBIE NFKBIZ NFYC-AS1 NHLH1 NIPAL4 NKX3-1 NLRC5 NOCT NOD2 NPC1L1 NPHS1 NPTX1 NR1D1 NR4A1 NR4A3 NRG4 NRIP1 NSRP1 NT5C3A NTNG2 OAS3 ODC1 OTUD1 OTUD3 OVGP1 P2RX5-TAX1BP3 PARP10 PARP12 PARP9 PAXIP1-DT PCF11 PCK1 PDE4B PER1 PER2 PER3 PHF21B PIGR PIM1 PINLYP PLD6 PLEKHA4 PLEKHF2 PLEKHG2 PLSCR1 PNN PNPT1 PNRC1 POU2F2 PPM1E PPM1K PPP1R10 PPP1R15A PPP1R15B PPP4R1L PPP4R2 PPP4R4 PPTC7 PRKXP1 PROM1 PROX1 PRR14 PRX PSMB8-AS1 PSMB9 PSMD6-AS2 PTGS2 PTX3 PYGM RAB30 RAPGEF4 RASGRP3 RASSF5 RASSF8 RBAK RBBP6 RBM39 RBM48 REC8 REL RELB REM2 RFPL3S RHEBL1 RIGI RIMOC1 RNASEK RND1 RNF6 ROS1 RRN3P1 RSF1 RSRC2 RUNX2 SALL1 SCARNA15 SCUBE2 SELE SEMA4A SEMA7A SERPINA10 SERPINC1 SERPING1 SERTAD2 SERTAD3 SHFL SHOX2 SIX4 SKIL SLA SLC16A14 SLC17A8 SLC25A28 SLC6A12 SLCO5A1 SMCHD1 SMG1P3 SMNDC1 SNAI1 SNAP25 SNHG1 SNHG10 SNHG20 SNIP1 SNORA25 SNORA31 SNORA3B SNORA8 SNORD10 SNORD38B SNORD50B SOCS1 SOCS3 SOX9 SP100 SP110 SPOCK2 SRFBP1 STAT2 SUGT1P1 SUMO4 SUZ12P1 TAF1D TAF7L TANK TBC1D15 TBC1D22B TCIM TET3 TEX29 TGM2 THAP1 THAP9-AS1 THEMIS2 TICAM1 TIGD3 TIPARP TLK2 TNF TNFAIP3 TNFRSF9 TNFSF13B TRAF1 TRANK1 TRIM21 TRIM38 TSSK3 TTC21A TWIST1 UBASH3A UBXN7 USP18 USP43 USPL1 VAMP2 VDR VXN WRAP53 WTAP XRN1 ZBTB10 ZBTB17 ZBTB20 ZBTB21 ZBTB43 ZBTB6 ZC3H12A ZC3H12B ZC3H4 ZEB1-AS1 ZEB2 ZFP36 ZFP36L1 ZNF101 ZNF112 ZNF136 ZNF14 ZNF143 ZNF184 ZNF211 ZNF222 ZNF26 ZNF267 ZNF280B ZNF292 ZNF296 ZNF300P1 ZNF317 ZNF34 ZNF432 ZNF436-AS1 ZNF44 ZNF484 ZNF547 ZNF554 ZNF555 ZNF567 ZNF57 ZNF627 ZNF654 ZNF674-AS1 ZNF764 ZNF77 ZNF79 ZNF799 ZNF8 ZNF805 ZNF821 ZNF830 ZNFX1 ZNG1F ZSCAN12P1 ZUP1 BLANCO_MELO_COVID19_SARS_COV_2_INFECTION_A594_CELLS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLANCO_MELO_COVID19_SARS_COV_2_INFECTION_A594_CELLS_DN ADAT3 ADH6 ANKS4B BCAS1 C9orf152 CBLN2 CCND3 CDKN2C CNTNAP2 DACT2 DDC DHCR24 DIO2 DPEP1 ELN ENHO EPHB3 FAM111B FAM222A FASN FEN1 FGFR4 GPX2 H19 H2AX HABP2 HLA-DMB HNF1A-AS1 HPDL HSPA1A INSL4 KCNK5 KLHDC7A KRT4 KRT8 LINC01559 LINC02532 LRRC45 MCM10 MCM5 MXD3 MYO1A NCALD NEB NHERF4 NR4A1 NRGN OLFML3 PACSIN1 PDF PEG10 PIK3R3 PRODH2 PRR15 PRR15L RADIL RASD1 RECQL4 RIBC2 RNF43 SCARA5 SDF2L1 SERPINA6 SFRP4 SLC25A10 SLC26A9 SOX2 SP9 SPDEF SPEF1 SYNGR4 TK1 TM4SF4 TONSL TXNDC5 UPK3B VIL1 BLANCO_MELO_COVID19_SARS_COV_2_INFECTION_A594_CELLS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLANCO_MELO_COVID19_SARS_COV_2_INFECTION_A594_CELLS_UP ABCA1 ADM2 ALDH1L2 AMPD3 ANK2 ARRDC4 ATF3 ATP6V1C2 BCAT1 BCL2A1 BEX2 BMPER C15orf48 CCBE1 CCL5 CDCP1 CDH3 CFB CHAC1 CLEC4E CRYBG1 CSF2 CXCL8 DDIT3 DNAH17 ECM2 EGOT EREG EXPH5 FUT1 FYN GAS5 GBP4 GREM1 HMGN2P46 HSD11B1 ICAM1 IL1A IL1B IL3RA IL6 INHBE KCNQ3 LAMC2 MAP2 MMP1 MMP10 MTHFD2 N4BP3 NDUFA4L2 OLR1 PARP8 PCDH1 PGM5P2 PTPRE PTX3 RAB39B RASGRF2 RASGRP2 RBMS3 ROCK1P1 RPS6KA2 RUNX2 SCG5 SCN4A SDR16C5 SERPINB3 SERPINB4 SERPINB7 SLC6A15 SLFN5 SNHG32 SPX STC2 THEG TIPARP TM6SF1 TMEM156 TNFRSF9 TREM1 TRIM36 TSC22D3 ULBP1 ZFAS1 ZMAT1 ZMIZ1-AS1 BLANCO_MELO_COVID19_SARS_COV_2_INFECTION_CALU3_CELLS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLANCO_MELO_COVID19_SARS_COV_2_INFECTION_CALU3_CELLS_DN ABCG5 ANXA10 ANXA13 CLDN2 DDC EPN3 H2AX KCNK2 LRRC45 METTL7A MIR31HG MXD3 NEB NPBWR1 PCOTH PIERCE1 SCGN SMIM32 SNRNP25 SOSTDC1 SYT12 TEX15 TM4SF4 TRMT9B BLANCO_MELO_COVID19_SARS_COV_2_INFECTION_CALU3_CELLS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLANCO_MELO_COVID19_SARS_COV_2_INFECTION_CALU3_CELLS_UP ACKR4 ACTN2 ADAMTS6 ADRB2 AKAP12 ALDH1L2 AMOTL2 ANKRD1 ANKRD33B APOBEC3G APOL3 APOL4 APOL6 ARRDC3 ARRDC4 ASNS ATF3 BACH2 BAHCC1 BATF2 BBC3 BCAT1 BCL2A1 BCL2L14 BDKRB2 BEST1 BIRC3 BMP2 BST2 C11orf96 C1QTNF1 C1R C6orf58 CASP1 CAVIN2 CCL2 CCL20 CCL22 CCL5 CCN2 CD274 CD69 CH25H CHAC1 CLEC4E CMPK2 CNTN4 COL4A1 CREB5 CSF1 CSF2 CSF3 CSRNP1 CTH CX3CL1 CXCL10 CXCL11 CXCL2 CXCL3 CXCL8 CXCL9 CYP1A1 CYP1B1 CYTH4 DAPP1 DDO DDX60 DDX60L DEPDC7 DEPP1 DHX58 DNAH17 DTX3L DUOX1 DUOX2 DUOXA2 DUSP1 DUSP8 ECE1-AS1 EDN2 EGOT EGR1 EGR2 EIF2AK2 ENSG00000246130 EPSTI1 ETV7 FAP FFAR2 FGF19 FLT3LG FOSB FSD1L FUT1 FUT3 FYB2 G0S2 GADD45A GBP1 GBP1P1 GBP4 GBP5 GBX2 GIMAP2 H1-3 HAND1 HBEGF HDAC9 HDX HELZ2 HERC5 HIVEP2 HLA-J HLA-V HMGN2P46 HSD17B14 HSH2D ICAM1 IDO1 IFI16 IFI35 IFI44 IFI44L IFIH1 IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 IFITM2 IFNB1 IFNL1 IFNL2 IFNL3 IFNL4 IGF2-AS IKZF3 IL10RA IL12A IL15RA IL1A IL1B IL23A IL6 INHBA INHBE IRAK2 IRF1 IRF1-AS1 IRF7 IRS2 ISG15 ISG20 ITGAM JUN KCNV1 KDM7A KIF21B KIF6 KIT KLF10 KLF4 KLF6 KLF9 KLHDC7B KMO KRTAP2-3 LAMA2 LAMP3 LGALS9 LHB LIFR LINC01907 LMO2 LRP2 LRRN3 LST1 LTB MAP3K8 MARCHF4 MAST4 MB21D2 MIR155HG MMP13 MT2A MUC4 MX1 MX2 NAPSB NAV2 NAV2-AS6 NAV3 NCOA7 NDUFA4L2 NEAT1 NEDD4 NEURL3 NFKBIA NGFR NKX3-1 NLRC5 NLRP1 NLRP3 NOCT NOD2 NPR1 NR1D1 NR1I2 NR4A3 NT5C3A NUAK2 NUPR1 OAS1 OAS2 OAS3 OASL OTUD1 PA2G4P4 PARP10 PARP12 PARP14 PARP9 PCK1 PCK2 PDCD1LG2 PDE4B PDZD2 PER1 PGLYRP2 PHF11 PHLDB2 PKP1 PLA1A PLA2G4C PLAAT2 PLAT PLEKHG7 PMAIP1 PML PNPT1 PPM1K PPP1R15A PPP4R4 PRDM1 PSMB8-AS1 PTAFR PTGER2 PTGER4 PTGS2 PTX3 RAET1L RASGEF1B RASGRP1 RASGRP3 RBM11 RBM43 RIGI RND1 RNF213 ROCK1P1 RSAD2 RTL9 RTP4 RUNX2 SAA4 SAMD9 SAMD9L SAMHD1 SCN3A SDS SELE SEMA3A SEMA7A SERPINA10 SERPINB2 SERPINB7 SERPINB9 SERPINE1 SLC15A3 SLC16A6 SLC5A5 SLFN5 SP100 SP110 SP8 SPRY2 STAT1 STAT2 STC2 STX11 SYNPO2 SYT1 TAGAP TAP1 TCIM TDRD7 TENT5A THBS1 THEMIS2 TIPARP TLR3 TLR6 TMEM140 TNF TNFAIP2 TNFAIP3 TNFRSF11B TNFRSF9 TNFSF10 TNFSF13B TNFSF14 TRAF1 TRANK1 TRIM21 TRIM22 TRIM5 TRPC4 TXNIP UBASH3A UBE2L6 UBQLNL ULBP1 USP18 USP30-AS1 VCAM1 WFDC5 XAF1 XKR9 XRN1 ZBP1 ZBTB10 ZBTB20 ZC3H12C ZC3HAV1 ZEB2 ZFP36 ZNF267 ZNF442 ZNFX1 BLANCO_MELO_COVID19_SARS_COV_2_LOW_MOI_INFECTION_A594_ACE2_EXPRESSING_CELLS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLANCO_MELO_COVID19_SARS_COV_2_LOW_MOI_INFECTION_A594_ACE2_EXPRESSING_CELLS_DN ADCY5 ALDH1L2 CDH16 CPA4 CPM CST2 DPP4 KRT15 KRT19 KRT4 OLFML2A OXTR PSG5 TIMP2 BLANCO_MELO_COVID19_SARS_COV_2_LOW_MOI_INFECTION_A594_ACE2_EXPRESSING_CELLS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLANCO_MELO_COVID19_SARS_COV_2_LOW_MOI_INFECTION_A594_ACE2_EXPRESSING_CELLS_UP ACAN ACHE ADM5 ARC ARHGAP30 ARHGAP40 ARRDC3 ATF3 AURKAP1 BBC3 BCL3 BHLHE41 C11orf96 C1R C2orf66 CCL2 CCL20 CCL4 CCNL1 CD200R1 CD300LB CD83 CEMIP CEP85L CIART CLK1 CLUHP3 COL2A1 CREBRF CSF3 CSRNP1 CXCL1 CXCL2 CXCL3 CXCL8 DBP DCAF4L1 DDIT3 DLX2 DUSP8 DYNLT2 EFNA1 EGR1 EGR2 EGR3 EPM2AIP1 EREG FGA FGB FGF18 FGG FOS FOSB FOXC2 FOXD3 FOXN2 FRS2 FST GPR142 GRHL1 H2AC15 H2BC18 H2BC20P H2BC21 H2BC26 HLA-B HNRNPU HRH3 ICAM1 ICAM5 ID1 IER2 IER3 IER5 IGFBP1 IL1A IL23A INO80D IRF1 IRF7 JUNB KDM6B KLF10 KMT2E-AS1 LBP LINC00115 LINC00472 LINC00944 LINC01004 LINS1 LSMEM1 LTB MAFF MALAT1 MIR23AHG MIR3191 MIR3685 MIR4453HG NBEAP1 NEURL3 NFIL3 NFKBIA NFKBID NFKBIE NFKBIZ NFYC-AS1 NGFR NOTCH2NLA NR1D1 NR4A1 NR4A3 NTNG2 PCF11 PER1 PER3 PLEKHF2 PPM1E PPP1R15A PPP4R4 PRG4 PRKXP1 PRR14 PTGS2 PTX3 RASD1 REL RIMOC1 RLF RNU6ATAC RRS1-DT SAA2 SCARNA15 SCARNA2 SCARNA7 SELE SERTAD2 SIX4 SLCO5A1 SNIP1 SNORA25 SNORA28 SNORA3A SNORA3B SNORA48 SNORA63 SNORD15B SNORD50B SNORD97 SOCS3 TCERG1L TNF TNFAIP3 VGF WRAP53 ZBTB10 ZBTB21 ZBTB43 ZBTB6 ZC3H12A ZFP36 ZNF121 ZNF184 ZNF211 ZNF267 ZNF292 ZNF436 ZNF555 ZNF57 ZNF596 ZNF654 ZNF764 ZNF77 ZNF830 ZSCAN12P1 BLANCO_MELO_COVID19_SARS_COV_2_POS_PATIENT_LUNG_TISSUE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLANCO_MELO_COVID19_SARS_COV_2_POS_PATIENT_LUNG_TISSUE_DN ACTR1B ADAM15 ADAMTS2 ADCY6 AKAP17A ARAP3 ARHGAP10 ARHGEF15 ARRDC2 ASB1 ATG4B ATP6V0A2 ATRX BAALC BAP1 BCOR BCR BLCAP C19orf48P C2CD2 CC2D1B CD82 CFAP20 CFAP36 CHFR CRIP1 CRY2 CTCF CTR9 CYP1A1 DCHS1 DLL1 DOCK6 DPH7 DTX4 EDC3 EDC4 EIF4E2 ELK3 ENTPD6 ENTR1 EXOSC7 F2RL3 FAM118A FAM32A FBXW5 FHIP2B FOS FZD4 GAK GAS6 GATA2 GLT8D1 GMPPA GRPEL2 GUCD1 H2AJ HARS2 HDHD5 HMCES ILVBL INPP5A INTS11 ITPA ITPKB ITPR1 KAT5 KCTD20 KLHDC3 LCN10 LDB1 LETM1 LMBR1L LRRC47 LZTR1 MADD MAF1 MAFG MBIP MCM7 MDC1 MEIS1 METTL3 MFAP1 MFNG MICAL3 MLXIP MOAP1 MPHOSPH10 MRTFA MTURN MYO1D NCAPH2 NDST1 NEBL NES NFATC2 NOTCH2NLA NR1D2 OSBPL5 PCID2 PER1 PHLDB1 PIK3IP1 PLEKHM1 PLEKHM2 PLXNA2 PODXL PPP1R13B PPP1R14B PPP1R16B PPP6R2 PRELID1 PRKAB1 PRKY PYCR2 RALGDS RAPGEF3 RASA3 RASSF1 RNF31 RNMT RRAD RSAD1 RXRB S100A13 SEMA3F SEPHS1 SFN SGSM2 SGSM3 SH3PXD2B SIN3B SKIC2 SLC25A29 SLC25A4 SLC25A44 SLC66A2 SLC9A1 SMPD4 SMTN SNX11 SPHK1 SPRED1 SPSB3 SREK1 STARD10 STC1 TAF1 TBCD TCERG1 TCF25 TFIP11 THAP2 THOC6 TMEM255B TRAK1 TSR1 TTC7A TUBA4A TXNDC11 ULK3 VPS54 WDR37 WDR74 XAB2 XPC YJU2B ZBTB44 ZC3H7A ZFAND2B ZNF160 ZNF451 ZSCAN18 ZSWIM8 BLANCO_MELO_COVID19_SARS_COV_2_POS_PATIENT_LUNG_TISSUE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLANCO_MELO_COVID19_SARS_COV_2_POS_PATIENT_LUNG_TISSUE_UP ACOD1 ADGRE1 ALOX5AP ANKRD22 APBB1IP APOBEC3A AQP9 ARRB2 ARSL ATP7B BASP1 BCL2A1 BCL2L14 C19orf84 C3AR1 C6 CA1 CACNA1A CALHM6 CARD16 CARD17P CASP5 CCDC140 CCDC60 CCL11 CCL19 CCL4 CCL7 CCL8 CD37 CD53 CDA CDHR5 CEACAM1 CEACAM3 CHI3L1 CHI3L2 CLC CLDN2 CLEC12B CLEC4A CLEC4D CLEC4E CPLX2 CRISP3 CSF3R CSTA CXCL10 CYP19A1 CYP4F3 DAPP1 DDX60L DNAAF1 DOCK8-AS1 DOK3 EIF2AK2 EPSTI1 EVI2B F5 FCER1G FDCSP FFAR2 FPR1 FYB1 GAPT GBP5 GCH1 GPR141 GPR84 GPX2 GTSF1 H2BC21 H2BC4 HAMP HBA1 HERC5 HESX1 HLA-J HS3ST3A1 HSH2D IFI44L IFI6 IFIT1 IFIT2 IFIT3 IFITM1 IFITM2 IFITM3 IGSF6 IL17C IL1RN IL27 IL2RG ISG15 KCNH7 KCNJ2 KCNJ2-AS1 KLK10 KRT81 LAMP3 LCP1 LCP2 LILRA5 LILRA6 LINC01093 LINC01366 LINC02582 LY96 MAP2K6 MARCKS METTL7B MIR3945HG MMP8 MX1 MX2 MXD1 NBN NT5C3A OAS1 OAS2 OAS3 OLR1 P2RY13 PADI2 PLAC8 PLEK PSTPIP2 PTK2B RBP4 RGS18 RHOH RIPOR2 RNASE2 RNASE2CP RNASE3 RNU11 RNU4ATAC RTP4 S100A11 S100A12 S100A8 S100P SAMD9 SAMD9L SELL SERPINB9 SHFL SIRPB1 SLC26A8 SNORA12 SP140 SPI1 SRGN ST20 STAP1 SYN1 TARP TASL TCN1 TFEC TMEM71 TNF TNFSF10 TNFSF13B TNFSF14 TPSB2 TREM1 TREML3P TRIM38 TYROBP VTRNA1-1 WAS ZBP1 ZDHHC19 BLANCO_MELO_HUMAN_PARAINFLUENZA_VIRUS_3_INFECTION_A594_CELLS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLANCO_MELO_HUMAN_PARAINFLUENZA_VIRUS_3_INFECTION_A594_CELLS_DN A4GALT ABCC6 ADH6 ADM5 AKR1C1 AMBP AMH ANKS4B ANXA9 AQP3 ARHGAP33 ARHGEF16 ARRB1 ATOH8 BCAM BCAS1 BCRP3 BIRC7 C21orf58 C6orf226 C9orf152 CA9 CACFD1 CAMSAP3 CAPS CCER2 CCN5 CDC42BPG CEBPA CERS4 CHST13 CHTF18 CLDN3 CRB3 CRYM CYP4F12 DBP DEGS2 DIPK1B EFCAB12 ELN ENHO EPHB3 FAM86B3P FBXO2 FCGBP FGFR3 FGFR4 FOXD2 GAL3ST1 GALNT9-AS1 GOLGA2P7 GPR162 GPR35 H1-10-AS1 H19 HABP2 HLA-DMA HLA-DMB HOGA1 HOXC13-AS HR HS3ST6 HSD17B1 HSD17B14 HSD17B8 IFITM10 ITGB2-AS1 KIF12 KRT4 LGALS4 LINC02593 LINC02870 LLGL2 LMNTD2 MCF2L MIR210HG MROH6 MYL9 MYO1A NECAB2 NPFF NPW NUDT16L1 PLEKHH3 PRODH PRODH2 RAB26 RAB37 RAP1GAP RERG RNF208 ROM1 SELENBP1 SEMA6B SERPINA6 SERPINF2 SHC2 SLC26A1 SLC29A4 SNORA50C SPC24 SSTR5 SSTR5-AS1 SYNGR4 TIGD3 TJP3 TLX2 TMEM191A TMEM37 TUBB4A TYMSOS USH1C VASN VMO1 VPS37D VWA1 VWA5B2 WDR97 WFDC21P ZDHHC8BP ZNF219 ZNF837 BLANCO_MELO_HUMAN_PARAINFLUENZA_VIRUS_3_INFECTION_A594_CELLS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLANCO_MELO_HUMAN_PARAINFLUENZA_VIRUS_3_INFECTION_A594_CELLS_UP ALDH1L2 ANXA10 APOL1 APOL3 APOL6 ATF3 ATP4A B2M BATF2 BIRC3 BMPER BST2 BTN3A1 BTN3A3 C1S CASP1 CCBE1 CCL3 CCL4 CD274 CD38 CD55 CD68 CDCP1 CEACAM1 CFB CH25H CLMP CLTRN CMPK2 CORO2B CREB5 CRYBG1 CTSS CXCL10 CXCL11 DCLK1 DDX60 DDX60L DHX58 DTX3L DUSP5 EFNB2 EGR1 EIF2AK2 EPHA4 EPSTI1 ERAP1 ERAP2 EREG ETV7 FST FZD4 GBP1 GBP3 GBP4 GBP5 GLCCI1 GLIPR1 GMPR HCAR2 HCAR3 HCP5 HELZ2 HERC5 HERC6 HK2 HLA-F HSPA5 HYOU1 IDO1 IFI16 IFI44 IFI44L IFIH1 IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 IFITM3 IFNB1 IFNL1 IFNL2 IFNL3 IL12A IL15RA IL1A IL1B IL4I1 IL6 IRF1 IRF1-AS1 IRF7 IRF9 ITGA2 JAK2 KIAA1549L KLF4 KLF6 LAMC2 LAMP3 LAP3 LGALS17A LIFR LINC00941 LMO2 LRRN3 MAP2 MCL1 MCTP1 MIR100HG MX1 MX2 MXD1 MYPN NCF2 NFE2L3 NIBAN1 NLRC5 NMI NOCT NT5C3A NT5E OAS1 OAS2 OAS3 OASL OTUD1 PARP10 PARP12 PARP14 PARP9 PHF11 PHLDA1 PIK3AP1 PLA1A PLAAT2 PLAUR PLEKHA4 PLSCR1 PMAIP1 PNPT1 PODXL PPM1K PPP1R15A PRDM16 PSMB8-AS1 PTGER4 PTX3 RAET1E RAET1L RASGRF2 RASGRP3 RET RGS2 RIGI RSAD2 RTP4 RUFY4 RUNX2 SAMD9 SAMD9L SAMHD1 SEMA3D SERPING1 SHFL SIDT1 SLC15A3 SP100 SP110 SP140L STAT1 STAT2 STC1 TAP1 TAP2 TDRD7 TGM2 THEMIS2 TLR3 TMEM140 TNFAIP3 TNFAIP6 TNFSF10 TNFSF13B TRAF1 TRANK1 TRIM14 TRIM21 TRIM22 TRIM25 TRIM38 TRIM5 UBA7 UBE2L6 ULBP2 USP18 WARS1 XAF1 XDH ZC3HAV1 ZEB2 ZNFX1 BLANCO_MELO_INFLUENZA_A_INFECTION_A594_CELLS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLANCO_MELO_INFLUENZA_A_INFECTION_A594_CELLS_DN APBB3 APC2 ARHGAP33 BAHD1 BAX BCL9L C11orf68 C3orf18 CACFD1 CEBPA CEBPD CHPF2 CHTF8 CMTM8 COL27A1 COL4A4 CPLX2 DGKQ DND1 ELFN2 ELK1 ENGASE ERF FAM171A2 FAM201A FAM20C FAM98C FBXO44 FBXW4 FKBP2 FKRP FOSL2 GIGYF1 GPANK1 HDAC11 HMOX1 HNRNPA0 HOXC9 HSD17B14 IBA57 IFI27L2 KIF12 KLHDC8B LINC00205 LMF1 LSR MAFG MAFG-AS1 MAFK MATCAP1 MEGF6 MESP1 MPLKIP MRC2 MRM1 MSC MXD3 MZF1 NAGK NAT8L NDUFA1 NDUFA3 NEAT1 NOTCH3 NUDT3 OGFR OPLAH OPN3 ORAI2 OVCA2 PCK2 PHETA1 PHLDB3 PIGQ PKDCC PVRIG RAD51D RASSF10 RBP5 REX1BD REXO1 RNF43 RPL36 RPL39 RPL8 RPS10 SDSL SLC16A13 SLC25A29 SLC35E2B SLC38A10 SLC39A1 SLC7A7 SMIM29 SNORD104 SNX12 SP9 SPATA2L SPC24 SPDEF ST3GAL2 STUB1 TBC1D16 TONSL TRIM56 TRIP6 TSC22D4 TSR2 TYSND1 WBP1 WDR18 ZBTB7A ZFYVE27 ZNF428 ZNF446 ZNF687 ZNF696 ZNHIT2 BLANCO_MELO_INFLUENZA_A_INFECTION_A594_CELLS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLANCO_MELO_INFLUENZA_A_INFECTION_A594_CELLS_UP ANKRD1 C1D CCL2 CCL5 CCN2 CISD2 CPM CXCL5 CXCL8 DDIT3 DHX58 DUSP6 EGR1 EREG FBXW10 FGFBP1 HBEGF HERPUD1 HSPA5 HSPA6 IDI1 IFIT2 KLF10 LASP1NB LINC00641 MRPL42 MTFR1 NDUFC2 NME1 NXT2 PLAUR PMAIP1 PYGM RGS2 SRP9 STC1 THAP10 TIMD4 TMED7 TMEM170B ZFAND2A BLANCO_MELO_MERS_COV_INFECTION_MCR5_CELLS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLANCO_MELO_MERS_COV_INFECTION_MCR5_CELLS_DN A1BG ADH1B APOE ATP5F1D C6orf226 CFD CHCHD2 CHI3L1 CYTL1 DDT DNAJC12 FIBIN FLJ20021 FMOD FTH1 GPRC5A H2BC12 HBG2 HLA-A HSD11B1 HSD17B2 MIR614 PDGFD PLAT PNMA2 PTGDS REX1BD RGCC RGS18 SCN7A SELENOP SERPINA3 SLC39A4 SYNPO2 TMEM176A ZDHHC24 ZNF781 BLANCO_MELO_MERS_COV_INFECTION_MCR5_CELLS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLANCO_MELO_MERS_COV_INFECTION_MCR5_CELLS_UP ABCC2 ABL2 ABTB2 ACTRT3 ACVR1C ADAM32 ADGRF3 ADM5 ADORA2A ALDH8A1 ALOXE3 AMH ANK3 ANKAR ANKRD1 ANXA2R-OT1 AOC2 AOC3 APRG1 ARTN ATP2A1 ATP6V1FNB AURKAP1 AVIL AXDND1 BAAT BAG3 BHLHE40 BHLHE41 C19orf18 C1orf162 C20orf204 C5AR1 C8G C9orf24 CACNA1G CASP4LP CCDC117 CCDC121 CCDC154 CCDC17 CCDC62 CDC14A CDC42BPG CDK5R1 CDKN2AIP CELF6 CENATAC CFAP43 CFAP53 CFAP70 CGAS CGN CHD5 CHRNA5 CKMT2 CLEC18B CLIC2 COL21A1 COL26A1 CPEB3 CPN2 CRYAB CSF1R CSRNP1 CTAGE1 CTRL CUBN CYP26B1 DCAF4L1 DDN DEDD2 DGCR5 DHDH DNAH12 DNAJA4 DNAJB1 DNHD1 DUSP1 DUSP8 DYRK2 ENDOU ENGASE ENSG00000215022 EPC1 EPPK1 ESAM EVC2 FAM238C FAM90A1 FBLL1 FBXL14 FBXW10B FERMT3 FHDC1 FKBP4 FLACC1 FOS FOXD4 FSTL4 GABRE GADD45G GALNT9-AS1 GARIN1A GARIN1B GATA3 GCNA GEMIN8P4 GPR156 GPR35 GPRASP1 GRHL1 GRTP1 GUSBP14 H1-4 H2BC8 H3C4 H4C5 HAS3 HBEGF HIVEP3 HOXA1 HSPA1A HSPA1B HSPA1L HSPA6 HSPA7 HSPD1 HUNK IDI2-AS1 IER5 IFT122P3 IL1RL1 IQCN ITFG2 ITGA2B ITGA9 ITGB7 JUN KBTBD8 KCNE4 KCNH3 KCNJ14 KLF10 KLF15 KLF5 LAG3 LAT2 LCN10 LDLRAD4 LEAP2 LINC00426 LINC02731 LRIG2 LRRC66 MAMDC2 MATCAP2 MED26 MFSD2B MICAL2 MMRN2 MST1R MUC13 MUC20 MXD1 MYH3 MYLIP MYLK2 MYLK3 MYO5B MYO7A NAA16 NAALAD2 NCF1 NEB NFATC3 NFKBIA NFKBIE NGEF NHLH1 NIM1K NOCT NOXRED1 NPPA NR1D1 NUAK1 NUTM2D OIT3 OSR2 OTUD3 OVGP1 PARD6G-AS1 PDZD2 PGF PHEX PHF24 PLD6 PM20D1-AS1 PMS2CL PNLDC1 PPM1H PPP1R15A PPRC1 PRKXP1 PROZ PSMD6-AS2 PTAFR PTCH2 PTGER4 PTPN6 PURA PVT1 PYGM PYY2 RAB17 RAET1K RAPSN RASGRF1 RBFOX3 RBM15 RNF144B RPP38-DT RSPH4A SCN1A SENP3-EIF4A1 SERPINC1 SERTAD4BP SH3RF2 SLC1A3 SLC22A1 SLC22A14 SLC22A20P SLC25A25 SLC25A34 SLC28A3 SLC5A11 SLC6A12 SLC6A13 SLC7A5P2 SLC8A2 SMG1P1 SMG1P2 SMG1P3 SNORD48 SOD2-OT1 SORBS1 SPDYA SPOCK2 SRGAP3 SSUH2 STYK1 SUSD4 SYNE4 SYT16 TAS1R3 TEC TENT4B TENT5A TENT5B TG TIGD3 TINCR TMC4 TMPRSS9 TNFAIP3 TNXB TRARG1 TRIML2 TRPV3 TTC39A TUBB1 TULP2 TYW1B UBAP1L UBE2MP1 UCP3 UNC13D USP49 VHLL VWA7 VXN XIRP1 ZBTB20 ZBTB37 ZC3H12A ZC3H12D ZCCHC2 ZDHHC11 ZFAND2A ZNF121 ZNF221 ZNF317 ZNF398 ZNF460 ZNF462 ZNF473 ZNF543 ZNF620 ZNF778 BLANCO_MELO_RESPIRATORY_SYNCYTIAL_VIRUS_INFECTION_A594_CELLS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLANCO_MELO_RESPIRATORY_SYNCYTIAL_VIRUS_INFECTION_A594_CELLS_DN ABHD1 ADH6 ADSS1 AKR1C2 AMBP ANKS4B ANXA13 ANXA9 APOH AQP3 BAAT BCAM BCAS1 C17orf97 C5 C9orf152 CACNG4 CAPS CCDC113 CCDC34 CCDC74B CCER2 CCN5 CDCA7L CDH17 CEBPA-DT CHST13 CIDEC CKMT1B CLDN2 CLDN3 CPLX2 CRIP3 CYP4F12 DACT2 DDC DEGS2 DIPK1B DOK4 E2F2 EFCAB12 ELN EPHB3 EPS8L3 FCGBP FGFR3 FGFR4 FUZ GALM GPR162 H1-10-AS1 HABP2 HLA-DMB HNF1A-AS1 HOXB13 HR IL17RB INHBB INSL4 IQCC ITGA11 KCNJ11 KIF12 KRT4 KSR2 LINC00313 LINC02593 LINC02870 LLGL2 LTB MB MCF2L MMP24 MMP28 MUC5B MYO1A NEB NEIL1 NEURL1B NT5M NTS OPRL1 PADI2 PROCA1 PRODH PRR36 RAB37 RAB40B RAP1GAP RDM1 RERG RIBC2 RTN4RL1 SCARA5 SEMA4G SERPINA6 SERPINF2 SFRP4 SLC23A1 SLC29A4 SLC3A1 SLC52A1 SLC7A7 SPACA9 ST6GAL2 SYNGR4 TEDC2 TERT TJP3 TM4SF20 TMEM37 TONSL TPPP3 TYMSOS USH1C VMO1 VWA5B2 WDR97 ZDHHC8BP BLANCO_MELO_RESPIRATORY_SYNCYTIAL_VIRUS_INFECTION_A594_CELLS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLANCO_MELO_RESPIRATORY_SYNCYTIAL_VIRUS_INFECTION_A594_CELLS_UP ABCA1 ACHE ADAM19 ADGRE2 ADM2 ALOXE3 AMPD3 ANPEP ANTXR2 AOX1 APOL1 APOL2 APOL3 APOL6 ARG2 ATF3 B2M B3GNT5 BATF2 BCL2A1 BIK BIRC3 BMAL2 BMP2 BST2 C15orf48 C1S C3 C6orf58 CA13 CASP1 CCBE1 CCL2 CCL3 CCL4 CD274 CD55 CD68 CD82 CDCP1 CDH3 CDK5R2 CEACAM1 CFB CH25H CHST11 CHST2 CLMP CMPK2 COL13A1 COL15A1 COL17A1 CORO2B CPM CREB5 CRISPLD2 CRTAC1 CRYBG1 CSF1 CSF3 CTSS CXCL1 CXCL10 CXCL11 CXCL2 CXCL8 DCLK1 DDX60 DDX60L DHX58 DSEL DTX3L EFNB2 EGR1 EMP1 ENTPD7 ERAP2 ETS1 F3 FAM43A FBXO32 FOXQ1 FSTL1 GALNT12 GBP1 GBP2 GBP3 GBP4 GBP5 GCKR GFPT2 GIPR GK GLIPR1 GPAT3 HAS3 HBEGF HCAR2 HCAR3 HELZ2 HERC5 HERC6 HIVEP3 HK2 HRH1 HSPA1B HSPA6 HSPB8 ICAM1 ICAM4 ID4 IDO1 IFI16 IFI44 IFI44L IFIH1 IFIT1 IFIT2 IFIT3 IFITM1 IFNB1 IFNL1 IFNL2 IFNL3 IGFBP1 IGFN1 IL12A IL15RA IL1A IL1B IL1RAP IL20RB IL21R IL4R IL6 IL7R IRAK2 IRF1 IRF7 ITGA5 ITGB3 KCNQ3 KDM7A KIAA1217 KLF4 KLK10 KRT17 LACC1 LAMA4 LAMC2 LAMP3 LAP3 LCP1 LDLR LINC00941 LIPG LMO2 LY6K MAFF MAP2 MCTP1 MICB MMP1 MMP10 MMP9 MREG MX1 MX2 MXD1 MYH16 NAV2-AS6 NAV3 NCF2 NFE2L3 NFKBIZ NIBAN1 NID2 NIPAL1 NKX3-1 NLRC5 NRIP3 NT5E OAS1 OAS3 OASL OSMR P4HA1 P4HA2 PARP10 PARP12 PARP14 PARP9 PGF PITPNC1 PLAU PLAUR PLEKHA4 PLOD2 PMAIP1 POU2F2 PPM1K PPP1R15A PTAFR PTGER4 PTPRE PTPRH PTX3 RAET1E RAET1L RASGRP3 RET RFPL2 RGS2 RIGI RSAD2 RUNX2 SAA2 SAMD4A SAMD9 SAMD9L SAMHD1 SBSN SDC4 SELPLG SEMA3D SERPINB8 SERPINE2 SERPING1 SH2B3 SLC6A12 SLC6A15 SLFN5 SOCS3 SOD2 SORBS1 SORCS2 SP100 SP110 SP140L SPOCD1 SPOCK1 ST3GAL1 STAT1 STAT2 STC1 STC2 STRIP2 STX11 TAP1 TCAF2 TFPI2 TGM2 THEMIS2 TLR3 TMCC3 TMEM140 TMEM154 TMEM158 TNC TNF TNFAIP3 TNFRSF10A TNFRSF1B TNFRSF9 TNFSF10 TNFSF13B TNFSF14 TNIP3 TRAF1 TRANK1 TRIM22 UBA7 UBE2L6 UCA1 ULBP2 USP18 VDR WARS1 XAF1 XDH ZBTB32 ZC3H12A ZC3HAV1 ZMIZ1-AS1 ZNF697 ZNFX1 BLANCO_MELO_SARS_COV_1_INFECTION_MCR5_CELLS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLANCO_MELO_SARS_COV_1_INFECTION_MCR5_CELLS_DN ADH1B BMP4 CYTL1 FGFR4 HBG2 HSD17B2 INHBB RASL12 RGCC BLANCO_MELO_SARS_COV_1_INFECTION_MCR5_CELLS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLANCO_MELO_SARS_COV_1_INFECTION_MCR5_CELLS_UP ASPM BRCA2 CCDC144A CENPE CENPF ESM1 FAM111B KIF14 KIF20B SGO2 SMC4 ZNF107 BLUM_RESPONSE_TO_SALIRASIB_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLUM_RESPONSE_TO_SALIRASIB_DN ABCC6 ABCD3 ACACA ACLY ADCY9 AKR1C1 ANKH ANP32A APC ARPP19 ATP5MC3 ATP5MF AURKA AURKB B4GALT5 B4GAT1 BARD1 BFSP1 BRCA1 BRD3OS BUB1 BUB1B CARHSP1 CASP8AP2 CBFB CBX1 CBX3 CCL2 CCNA2 CCNB2 CCND3 CCNE2 CCNF CD37 CDC20 CDC25A CDC25B CDC25C CDC45 CDC6 CDC7 CDK1 CDK2 CDK2AP1 CDKN2C CDKN3 CEMIP2 CENPA CENPF CHAF1A CHAF1B CHEK1 CHN1 CHST12 CKB CKS2 CNN3 COCH COL1A1 CPS1 CRABP2 CRIP2 CSE1L CYB5A CYP1B1 DBP DBR1 DCK DDR2 DDX23 DDX39A DEK DGCR2 DHCR24 DHFR DHX15 DHX9 DNMT1 DPYSL3 DTYMK DUT E2F1 EBP ENC1 ENO1 ESPL1 EWSR1 EXO1 EZH2 F2R FANCA FASN FBXO5 FEN1 FKBP3 FNTB FOS FOSB FOXG1 FZD2 GALNT1 GALNT2 GAMT GINS2 GMNN GPSM2 GREM1 GTF2I GTF3C2 GUCY1B1 H2AZ1 H2AZ2 HDAC1 HIRIP3 HLTF HMG20B HMGB1 HMGB3 HMMR HNRNPA2B1 HNRNPM HNRNPR HS3ST3A1 HSP90AA1 HSPA14 HSPA2 HSPB1 ID1 ID2 INCENP IQGAP2 IRS1 ISYNA1 ITGB1BP1 ITGB3BP JPT1 JUNB KIF11 KIF15 KIF20A KIF20B KIF22 KIF23 KIF2C KIF4A KPNA2 KPNB1 LDHA LIG1 LMNA LPCAT3 LSM5 LTBP3 MACROH2A1 MAD2L1 MAPRE2 MATN2 MCCC2 MCM2 MCM3 MCM5 MCM6 MED14 MEIS2 MEST MID1 MIPEP MKI67 MOK MRE11 MRPL23 MSH2 MSH6 MTF2 MTHFD1 MYBL2 MYCBP MYLK NARF NASP NCAPG NDC80 NDUFA2 NDUFB3 NEK2 NFYB NHERF1 NME4 NNAT NPAT NPEPPS NPTX1 NR2F1 NR4A2 NRIP1 NTHL1 NUP107 NUP50 NUSAP1 OAZ2 OPN3 ORC1 ORC6 PACSIN2 PAFAH1B3 PARP1 PBK PCNA PDCD2 PDE4A PDGFRB PFKFB3 PGAM1 PIAS3 PIK3R3 PKM PLK1 PLK4 PLOD2 PLS3 POLA1 POLA2 POLD1 POLE POLE2 PRC1 PRDX3 PRIM1 PRKDC PRPS1 PRSS23 PSMC3IP PTPN4 PTTG1 PTTG3P PXMP2 RAB40B RAB4A RAD51 RAD51AP1 RANBP1 RBBP7 RBM14 RBX1 RECQL4 RFC2 RFC3 RFC4 RFC5 RFX5 RGS2 RGS4 RGS5 RIPK4 RNASEH2A RPA1 RPA3 RRM1 RRM2 SCG5 SDC1 SEMA5A SEPTIN9 SETMAR SFPQ SGPP1 SHMT1 SIM2 SKAP1 SKP2 SLC25A10 SLC27A2 SLC39A8 SMARCE1 SMC1A SMC2 SMC4 SNRPA1 SNRPD1 SNRPF SOX11 SOX4 SOX9 SPAG5 SPANXA1 SRP9 SRRT SRSF1 SRSF10 SRSF2 SRSF3 SRSF6 SRSF7 STIL STMN1 SUV39H1 SYNCRIP TACC3 TCF4 TECR TFDP1 TFE3 TIA1 TIMELESS TK1 TLE2 TMPO TNS3 TOP2A TOP2B TOPBP1 TPI1 TPX2 TRA2B TRIP13 TROAP TSPAN7 TTK TUBA1A TUBB TUBB2A TUBB4B TUBG1 TWSG1 TYMS UBE2C UBE2E3 UBE2N UPK1B USP1 USP13 VAMP1 VAV3 VDAC3 VRK1 WWTR1 YWHAQ ZBTB33 ZNF107 ZNF443 ZWINT BLUM_RESPONSE_TO_SALIRASIB_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLUM_RESPONSE_TO_SALIRASIB_UP AARS1 ACBD3 ACVR1 ADPRM ANK2 ANXA7 AP3S2 APBA3 ARF4 ARHGEF2 ASNS ATF3 ATF4 ATF5 ATF6 AVEN AZI2 BACH1 BAK1 BCAT1 BCL2L1 BIRC2 BLVRB BTG1 BUD31 CALU CANX CARS1 CASP4 CBLB CBS CBX4 CCNB1IP1 CD55 CDK13 CDK7 CDKN1A CEBPG CHIC2 CLASRP CNIH1 COG5 COPA COPG1 COX10 COX7A2L CREB3 CSNK1A1 CSNK1G1 CSRNP2 CSTA CTH CTSD CTSL CXCL3 DAP3 DCTD DDX10 DNAJA3 DNAJB9 DNAJC1 DPAGT1 DUS4L ECH1 EEF2 EGR1 EIF1 EIF1B EIF2S2 EIF3H EIF4EBP1 EIF5 ELL2 ENTPD6 EPRS1 ERCC1 ERP29 ESRRA FAM3A FEM1B FOSL1 FOXO3 FST GADD45A GALE GARS1 GFPT1 GHITM GLG1 GOLGA4 GOLGA5 GOLGB1 GOSR2 GOT1 GTPBP2 HMGCL HOXA1 HSP90B1 HSPA13 HSPA9 HYOU1 IARS1 IFRD1 IL12A IL6 INPP1 ISG20 KCMF1 KLF11 KPNA4 KPNA5 KRT34 LAPTM4A LIPT1 LRP1 MAFF MAFG MAP1LC3B MAPK6 MARS1 MDM4 MGAT1 MKNK2 MMP1 MMP10 MTHFD2 MTIF2 MYG1 MYO5A NAMPT NAPG NARS1 NDEL1 NFKBIA NGF NINJ1 NIT1 NOP53 NPC1 NSMAF NUPR1 OGT P4HB PEA15 PFDN2 PHGDH PJA1 PKD1 PMS2 POLI PPIE PPP1R11 PPP1R15A PPP2R5B PSAT1 PSEN1 PSMD8 PTP4A2 PTX3 QSOX1 RAB22A RAB32 RAB33A RAB5A RAD23A RAD50 RALA RELA RELB RIOK3 RNF13 RNF14 RNF7 ROBO3 RPL12 RRAGC RRN3 RSL24D1 RTCA SARS1 SCAMP2 SCFD1 SEC63 SEL1L SEPHS2 SERP1 SERPINB8 SEZ6L2 SGPL1 SHMT2 SIAH1 SIAH2 SKIC2 SLC1A5 SLC33A1 SLC35A2 SNHG32 SPHK1 SQSTM1 SSR3 STAM2 STC2 STK19 STX4 STX5 SUCO SUPV3L1 SURF1 TARS1 TBCE TBL1X TCEA1 TESK1 TIMM44 TIMM9 TIMP1 TMBIM6 TMED3 TNFAIP3 TNFRSF10B TOM1 TOM1L1 TP53 TP53BP2 TRIB3 TSG101 TSSC4 UBE2H UBXN1 ULBP1 UNG USP25 USP3 VIM VPS28 WARS1 XIAP XPC XPOT YIF1A YKT6 ZFPL1 ZNF593 ZPR1 ZYX BOCHKIS_FOXA2_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOCHKIS_FOXA2_TARGETS AACS AASS ABCA1 ABHD8 ACAA1 ACSL1 ACSM3 AFMID AHCY AHSG AK3 AKT1 AKTIP ALDH1A1 ALDH6A1 ALDOB ALKBH6 AMBP AMFR AP3M1 AP3S1 AP4M1 APOA5 APOC1 APOE APOH APONP APP AQP8 ARHGAP12 ARHGAP23 ARRDC4 ATF4 ATG12 ATP5PF BAAT BANF1 BCAS3 BCDIN3D BMI1 BNIP3 BRCA1 BTBD3 C19orf12 C1R C1RL C4BPA C6 C8B C9orf152 CABCOCO1 CALD1 CAT CBLL1 CCR8 CD276 CD300LF CD47 CD82 CD9 CDC42EP4 CDH2 CDK5 CEBPZ CES1 CFI CHAC2 CHD1 CHGA CHMP5 CHUK CISH CLCN7 CLEC2D CLEC4A CLN8 CLP1 CNR2 COA4 COCH COL10A1 COL11A1 COL2A1 COLEC12 COPG1 COQ8A CREBL2 CRKL CRYL1 CS CTH CTNNBIP1 CXCR4 CYB5A CYP17A1 CYP2A6 CYP2C19 CYP2D6 CYP2E1 CYP2J2 CYP4F2 CYP7B1 DAD1 DCAF11 DCAF13 DDX19A DDX3X DEPP1 DHCR7 DHRS1 DHRS7 DHX38 DHX8 DMTF1 DNAJB11 DNASE2B DPH7 DPM1 DRAM2 EBAG9 ECT2 EEF1B2 EFNA1 EIF1AX EIF4A2 EMC9 EOLA1 ESRP2 EVC2 EXPH5 F13B F2RL2 F7 FAAH FAH FAM107B FAM43A FBP1 FBXO4 FDFT1 FEM1A FGB FGL2 FHIP2A FIGNL1 FMO2 FMO3 FOXA2 FOXP2 FTL GABARAPL1 GABPA GANAB GAS1 GASK1A GAST GATA3 GCAT GDE1 GDPD1 GFUS GHITM GK GLCCI1 GNL3 GPAM GPR35 GPRC5C GPT GRAMD2B GSTM1 GYS1 H2AC4 H2AC8 H2AJ HABP2 HACD3 HACL1 HADHA HAGH HAO1 HAVCR1 HBS1L HERC4 HGD HIVEP1 HM13 HMGB2 HPGD HPS1 HPX HSPA1L ID3 IDH1 IDH2 IGFBP1 IGFBP4 IL11RA IL6 IL6ST INHBE INSC INSIG1 INSIG2 ISG15 ITIH1 ITM2B ITPKC ITPR1 JUNB KATNB1 KBTBD12 KBTBD2 KCTD20 KDM6B KIF9 KLF15 KLF3 KLHL18 KLK11 KLKB1 KNG1 LDLR LEAP2 LHX1 LIFR LIPC LRG1 LRP1 LRPPRC LRRC41 LRRK1 LYN MAFG MAFK MAL2 MAPKBP1 MAT1A MBL2 MCM4 MERTK MIA2 MINDY2 MKKS MLXIPL MOB2 MPZL2 MRPL36 MRPS2 MT2A MTX2 MXD1 NAT8 NDRG2 NDUFA2 NDUFA8 NDUFS8 NECAB1 NEK8 NEPNP NFU1 NKX2-5 NQO2 NR0B2 NR1I2 NRIP1 NRROS NUF2 NUP43 ODAD3 OIT3 OMD OR10K2 OSBPL1A OSER1 PA2G4 PANX1 PBLD PCGF5 PCK1 PCLAF PDE6D PDK4 PEMT PER1 PER2 PES1 PFDN2 PHF10 PHF20 PI4K2A PIGO PIGR PIK3AP1 PLA2G6 PLD2 PLEKHA6 PLEKHG3 PLG PLIN2 PLOD2 PLRG1 PNPLA2 POLR2C PON2 POT1 PPARA PPARG PPM1B PPP4R3B PRCC PRDX1 PRDX6 PRKAR2A PRKDC PRMT5 PROS1 PRXL2C PSEN2 PSMB10 PSME1 PSMG3 PTCD2 PTK2 PZP QSOX1 RAB3B RAB43 RAPSN RASSF6 RBBP5 RDH16 RDX RENBP RETN RHOD RIBC1 RITA1 RNF4 RPL21 RPL39L RSC1A1 SAA3P SAA4 SAR1B SCARB1 SCRN3 SELENOO SEPHS2 SERPINA1 SERPINA11 SERPINA3 SERPINA6 SERPINC1 SERPINF2 SH3D19 SIN3A SLC13A2 SLC17A2 SLC25A10 SLC25A14 SLC25A25 SLC25A42 SLC25A47 SLC31A1 SLC37A4 SLC39A5 SLC46A3 SLC6A12 SMIM3 SON SORD SORT1 SPZ1 SQOR STARD13 STARD5 STAT2 STX19 SYS1 TARS1 TBC1D15 TBL1XR1 TC2N TCP11L2 TEDC2 TERF2 TEX261 TFAP4 THPO TIAL1 TIMM9 TJP2 TK1 TMEM121B TMEM140 TMEM259 TMEM87A TNFRSF1A TP53BP2 TPST2 TRAP1 TRIM13 TRPM8 TSEN15 TST TTC7A TTR TUSC2 TXNL4B UBE2L6 UBL3 UFD1 UGT2B10 UGT2B7 UOX UROC1 VARS1 VDR VPS26B WDR46 ZBTB17 ZBTB5 ZC3H8 ZDHHC17 ZKSCAN5 ZMYM1 ZNF226 ZNF28 ZNF3 ZNF395 ZSCAN12 ZSWIM4 BOGNI_TREATMENT_RELATED_MYELOID_LEUKEMIA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOGNI_TREATMENT_RELATED_MYELOID_LEUKEMIA_DN ACOX1 BTN3A3 CCND1 CCNG1 CCNG2 CD2AP CDH2 CDK8 COA1 DDR1 DDX17 FBXO21 FSCN2 HLA-DQB1 IGLV2-14 MRPL28 MYB NKTR NR2C1 PIM2 PPT2 PREP RGL2 RXRB SEC24A SEC62 SRSF6 SRSF8 TBC1D5 TNFRSF10B VPS52 VTI1B ZFYVE26 BOGNI_TREATMENT_RELATED_MYELOID_LEUKEMIA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOGNI_TREATMENT_RELATED_MYELOID_LEUKEMIA_UP ATF6B CFP CLPP CXCR1 DNAJA2 EFEMP1 EFNA2 EPB41 FLNA FMO6P GABRB1 H4C3 HP IZUMO4 KLRC1 MAP2K1 MPST NPR2 PAX5 PGK1 POLR2A RFNG RPL11 RPL17 RPS27A S100A2 SEMA6C SGPL1 SLC10A1 SLC25A6 ZKSCAN5 BOHN_PRIMARY_IMMUNODEFICIENCY_SYNDROM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOHN_PRIMARY_IMMUNODEFICIENCY_SYNDROM_DN ASAH1 ATP6V0D1 BMP2K CDKN2A CHFR CHI3L2 CTSH DPYD DUSP1 DYRK2 F13A1 GALNT10 HCK HES1 INPP5D KDM4B KMO LST1 LTB MOXD1 NEDD9 NIPA2 PKIG PLSCR1 RABEP2 RRAGC SLC12A8 SMCO4 SNRPN SORL1 SUSD6 TFEB TLR7 TNFSF10 TOP1 TUBB6 VCL VPREB3 BOHN_PRIMARY_IMMUNODEFICIENCY_SYNDROM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOHN_PRIMARY_IMMUNODEFICIENCY_SYNDROM_UP APOBEC3G ASPM ATF4 ATF5 BLM CALU CANX CD86 CDKN1B CENPE DENND2D DLG1 DLGAP5 EXPH5 FERMT2 GLDC HAX1 HILPDA HOMER3 IL32 KLK1 MKI67 MLEC MORF4L2 NLRP1 NMD3 NT5DC2 NUSAP1 OAT P2RX5 RORA RPL14 RPS5 RPSA SELPLG SEPTIN10 SHMT2 SMC2 SRSF3 SSR2 TAGLN2 TIAM1 TMOD1 TOP2A TXN UBE2C BONCI_TARGETS_OF_MIR15A_AND_MIR16_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BONCI_TARGETS_OF_MIR15A_AND_MIR16_1 ACVR2A ADAMTS3 AGO4 AKT3 ARL2 BCL2 BCL2L2 BMPR1A BPTF BTG2 BTRC CCND1 CCND2 CCNE1 CDC25A CDC42 CDCA4 CDK5R1 CPD CPEB2 CRKL CYP26B1 DEDD DLL1 DNAJA2 E2F3 E2F7 EFNB2 ESRRA EYA1 FGF2 FGF7 FOSL1 GHR GPR63 HAS2 HMGA2 HNRNPA1 HOXA3 HOXC8 HSPG2 KANK1 KCNAB1 KCNJ2 KCNQ5 KDSR KIF21A KIF23 KPNA3 LUZP1 MACF1 MAP2K4 MOB4 OTX1 PAFAH1B1 PAPPA PCDH9 PCDHAC1 PCDHAC2 PDCD4 PEDS1-UBE2V1 PIM1 PLAG1 PLAGL1 PPRC1 PRDM4 PRKAR2A PTCH1 PTH PTPN3 RASSF5 RECK RSPO3 SELENOI SMAD7 SNX16 SOX5 SPEG SPTLC1 TGIF2 TLK1 TRIM36 UBE2V1 UBE4B USP15 WBP11 WEE1 WNT2B WNT3A WSB1 WWP1 ZNF423 BONOME_OVARIAN_CANCER_POOR_SURVIVAL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BONOME_OVARIAN_CANCER_POOR_SURVIVAL_DN ACOT7 ASPSCR1 BOP1 CLN6 COLGALT1 DNASE2 EHMT2 FCHO1 GRK6 H2BC3 HDHD3 HNRNPU IL18BP KRT8P11 LPAR2 MTAP PAOX PPAN PRKD3 SRRT SS18 TWNK BONOME_OVARIAN_CANCER_POOR_SURVIVAL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BONOME_OVARIAN_CANCER_POOR_SURVIVAL_UP ARHGAP6 CCPG1 CERK EFEMP1 EID1 FAT4 GULP1 HERC1 IGFBP5 ITM2B KCNAB1 KL LEPR LIMCH1 PDE8A PEX3 PSD3 RAB2A RB1CC1 RECK REV3L RUNX1T1 SEC63 SIRT1 SKIC3 SRSF11 TAX1BP1 THSD7A TSPAN7 UBL3 ZBTB16 BONOME_OVARIAN_CANCER_SURVIVAL_OPTIMAL_DEBULKING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BONOME_OVARIAN_CANCER_SURVIVAL_OPTIMAL_DEBULKING AASS ABCA6 ACKR4 ACOT13 ACTR5 ADCK2 ADCY1 AKR1B10 ALDH6A1 ANKRD55 ANXA1 ANXA9 APBB2 AQP3 ARF5 ARHGAP24 ARNT ARPC2 ATG2B ATP6V1H BAG1 BBOF1 BBS9 BHMT2 BTBD1 BTN2A1 C4orf19 C6 CA5B CAMSAP1 CCDC170 CCDC181 CCND3 CCT5 CDK19 CEMIP CFB CFI CHD1L CHRNA1 CIB1 CILP CKLF CLDN10 CLIC1 CLTA CMTM6 COL4A6 COQ2 COX6CP1 CP CRY2 CSRNP2 CUX1 CYB5R1 CYLD DAAM1 DACH1 DHPS DNMBP DNPH1 DOK5 DOP1A DPPA4 DSTNP2 ECEL1 EFS EIF2S1 ELOVL1 EMC1 ENDOD1 ENDOU ENSA EXD2 EYA4 FBXL18 FKBPL FLG FLOT1 FOXN3 FYN GAA GADD45GIP1 GFRA1 GGA2 GGT1 GH2 GMPR GOSR1 GPR39 GSE1 GSN HOXA10 HOXA9 HOXD1 ICAM3 IFI16 IQGAP1 IQGAP2 IRF2BP1 IRGQ ISCA1 ISG20 ITSN1 JMJD6 KCNK5 KDM6B LEFTY2 LRP4 LRP6 LY6E MAD2L1BP MARK4 MATN1 MCTP1 MCTS1 MCUB MED13L MFSD9 MSANTD2 MTMR9 MTUS2 MYL12B MYO15B NCOA1 NDRG3 NDUFA1 NDUFB2 NDUFB3 NDUFS6 NEDD8 NFS1 NKIRAS2 NR2F2 NSD1 NSG1 NTNG1 OPA1 OPTN OTUD3 PALS1 PCK2 PCM1 PCNX1 PCNX4 PCSK5 PCTP PDCD1LG2 PDE3B PDIA5 PDZK1 PELO PFAS PGAP3 PHACTR2 PHC1 PLAAT4 PLAGL1 PLSCR1 PLXNB1 PSD3 RAB11A RALGAPA1 RBX1 RGPD5 RGS14 RGS3 RHOBTB3 RNF5 RUNX1 SACS SAT1 SCAF4 SEC61B SH3GL1 SIM2 SIRT3 SIRT5 SLC14A1 SLC15A1 SLC16A10 SLC19A2 SLC29A3 SLC3A1 SLCO1A2 SNAP29 SNRPD3 SON SOX11 SOX14 SP100 SP4 SPATA2 SPR SPTLC2 STC2 STK19 STK32B SV2C SYNJ2BP SYT1 TAGLN2 TBC1D13 TCF3 TDP2 TECPR2 TKTL1 TLE2 TM2D3 TM4SF1 TMED3 TMEM8B TPSAB1 TRAPPC10 TRIL TRPC6 TSPO TUBB4A UBB URI1 VAMP8 VPS41 WASF1 WDR83OS YIPF2 ZBED4 ZFAND6 ZFP69B ZFYVE26 ZFYVE9 ZHX3 ZMIZ1 ZMYM2 ZNF354A ZNF529 ZNF780B ZNF84 BONOME_OVARIAN_CANCER_SURVIVAL_SUBOPTIMAL_DEBULKING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BONOME_OVARIAN_CANCER_SURVIVAL_SUBOPTIMAL_DEBULKING AAAS ABCA8 ABCG2 ACO1 ACOT7 ACSL3 ADAM15 ADAM8 ADAMTS7 ADAMTS8 ADAMTSL3 ADCY9 ADGRF5 ADO ADRA1A AGTR1 AKAP10 AKAP7 ALOX5 AMH AMIGO2 ANAPC13 ANKRA2 ANXA6 AP1G2 AP1M2 APC APEX2 ARHGAP35 ARHGAP6 ARHGEF1 ARHGEF10 ARHGEF2 ARMC6 ARMC8 ASAH1 ASB6 ASPSCR1 ATP6V1C1 ATP8B4 ATXN2L AVPR2 AZI2 BAIAP2 BAMBI BCAT2 BICD1 BNIP3L BOP1 BST1 BTF3 BYSL C7 CALCOCO2 CAMK2A CAMK2N1 CAV1 CAV2 CAVIN1 CBX6 CC2D1A CCDC106 CCDC22 CCDC40 CCDC69 CCNH CCPG1 CCSER2 CD164 CD302 CDC40 CDC42EP4 CDHR5 CDK11B CDK14 CDK16 CDK18 CDK19 CDK2 CDK3 CDK5RAP2 CDKN2D CDR2 CDYL CERK CGREF1 CHAF1A CHST8 CILP CLCF1 CLN6 CNGB1 COL13A1 COL15A1 COL21A1 COLGALT1 COPS8 COX5AP1 CPQ CPSF1 CR1 CREB3L2 CREBBP CRTAP CRTC3 CSF1 CSGALNACT2 CYRIA DAG1 DBNDD1 DCAF11 DCAF15 DCHS1 DCN DDX11 DDX52 DEDD DEF6 DENND4A DHX29 DHX9 DIMT1 DKC1 DKK2 DLAT DLG3 DNAJB4 DNAJB9 DNASE1L2 DNASE2 DST DTNB DUS1L DUSP7 ECE1 ECM2 EDEM3 EDNRA EFEMP1 EHMT2 EID1 EIF2AK3 ELL ENPP2 EOGT EPB41L3 EPN1 EPS8 ERLIN2 ESPL1 ESRRA EXOC7 F2R F8 FAAP100 FAM106A FAM172A FAM83E FARSA FAT4 FBXL5 FBXO38 FCHO1 FEZ1 FGF8 FILIP1L FKBP14 FKBP8 FNDC3A FOXC2 FOXO3 FRMD4A FUBP3 FUT4 FZR1 G3BP2 GALK1 GAS2L1 GATM GCDH GIPC2 GLS GMIP GNAI1 GNE GOSR2 GPR39 GPR68 GPRASP1 GRK6 GRM4 GSTM5 GTF3C2 GULP1 H2BC10 H2BC3 H2BC6 H2BC7 H2BC9 HAUS5 HDAC4 HDHD3 HEPH HERC1 HHLA2 HMGA1 HMGB3 HMGCR HNRNPA1 HNRNPH1 HNRNPU HOMER3 HOOK2 HOXD3 IBTK ICMT IFNAR2 IGF2 IGFBP3 IGFBP4 IGFBP5 IGHE IKBKB IKBKE IL18BP IL6ST ILRUN IPO4 IQCE IRAK3 IRS1 ITGB4 ITM2A ITM2B JAM2 JAM3 JRKL KAT2B KCNAB1 KCNK12 KCNQ1 KDELR3 KDR KL KLK5 KRI1 KRT10 KRT13 KRT19P2 KRT8P11 LAD1 LARP6 LEFTY2 LEPR LIMCH1 LMOD1 LPAR1 LPAR2 LRFN4 LRRC8E LRRFIP2 MAN2A1 MAOA MAOB MAP2K3 MAP3K5 MAP4K2 MAPK8IP1 MAPK8IP3 MAPKAPK3 MAST3 MATK MAU2 MECP2 MEF2C MEOX2 MERTK METTL3 MICB MINDY2 MMUT MORC3 MRPS27 MRTFB MSH5 MTAP MTARC2 MYBL2 MYH14 MYO9B MYOF NADK NAT8B NBEAL2 NBL1 NBR2 NDN NEUROG3 NHLRC2 NID1 NKX2-8 NMT2 NR2F1 NR2F2 NT5E NTRK1 OBSL1 ODF2 OGFR OTUB1 OXLD1 PACSIN3 PAM PAOX PAPSS2 PATJ PAX8 PBX2P1 PCDH17 PCDHA9 PCGF3 PDCD5 PDE1A PDE4A PDE8A PDGFD PDGFRA PDS5B PDSS2 PDZRN3 PEG3 PEX3 PHACTR2 PHF14 PIK3R1 PIK3R2 PITX3 PJA2 PKP3 PLPP3 PNISR POLD1 POLR2M PPAN PPP3CA PPP3CB PRKACA PRKAR1A PRKD3 PSD3 PSD4 PTGER3 PTPRD PTPRN2 PTPRS RAB2A RAB6A RAD17 RAD54L RAI14 RANBP2 RANBP3 RAP2A RAPGEF1 RARB RARG RARRES1 RARRES2 RASA1 RB1 RB1CC1 RCC1 RECK REEP5 REV3L REXO4 RHOBTB3 RHOT1 RNASE4 RNASEH2B RND1 RPAP2 RPS6KA2 RRP1 RUNX1T1 SBF1 SCAMP1 SCAPER SDC2 SEC23IP SEC63 SELENOP SEMA3C SEMA3F SEPTIN7 SERPINB7 SESN1 SETD2 SFI1 SH2D3A SIPA1 SIRT1 SIRT7 SIX1 SKIC3 SLC12A4 SLC24A3 SLC25A10 SLC30A5 SLC35C1 SLC47A1 SMAGP SMPDL3B SNAI2 SNCAIP SNX2 SNX3 SOCS2 SPARCL1 SPART SPATA7 SPDEF SPI1 SPOCK1 SPOP SPRED2 SRRT SRSF11 SS18 SSX2IP ST13 STAT2 STAT5B STK39 STK4 STOM STXBP2 SUGP1 SUGP2 SYK SYNE1 TADA2A TAX1BP1 TCF15 TELO2 TFAM TFPI TGFB1I1 THAP10 THSD7A TIAM1 TICAM1 TLE3 TLE4 TM2D1 TMED7 TMEM168 TMEM223 TMEM47 TNFRSF25 TNKS TNNI2 TNPO1 TNPO2 TRAF3 TREX2 TRMT1 TRMT2A TRMT61A TRPC1 TSPAN7 TWF2 TWNK TYMP U2AF2 UBE2B UBL3 UPF1 VAC14 VAV1 VAV2 VCX VPREB1 VPS13C WAS WBP4 WDR77 WFS1 WIZ WNT5A YIPF2 YIPF6 YTHDC2 ZBTB16 ZCCHC24 ZEB1 ZER1 ZFPL1 ZFYVE16 ZNF16 ZNF235 ZNF444 ZNF518A ZNF696 ZNF839 BOQUEST_STEM_CELL_CULTURED_VS_FRESH_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOQUEST_STEM_CELL_CULTURED_VS_FRESH_DN ADH1B APOD APOE C3 C7 CCN5 CD14 CFD CHL1 CPVL CXCL14 DPT FABP4 FOSB IGF1 ITIH5 MYOC NAALAD2 NTRK2 OGN OMD PDGFRL PPL PTGER4 RGCC SERPINA5 SOCS3 SPARCL1 TMEM176B TPPP3 WNT11 BOQUEST_STEM_CELL_CULTURED_VS_FRESH_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOQUEST_STEM_CELL_CULTURED_VS_FRESH_UP A2M ABCA6 ABCC4 ABI3BP ACACB ACAN ACKR3 ACLY ACSL5 ACTC1 ADAM10 ADAM12 ADAM22 ADAMTSL3 ADGRG2 ADH1B ADH1C AEBP1 AGTR1 AIMP2 AKAP13 AKR1C1 ALCAM ANG ANGPTL2 ANGPTL4 ANK2 ANKRD36B ANO1 AOC3 AP2S1 APOC1 APOE APOL3 APOLD1 ARHGAP6 ARHGDIB ASNS ASPA ASPM ATF3 ATF5 ATP8A1 ATP8B4 BAX BCHE BHLHE40 BMP2 BST2 BTG2 C1QTNF3 C6 CALU CAPN6 CBS CCL2 CCL3 CCL8 CCNL1 CD302 CD34 CD44 CD83 CD9 CDC42EP3 CDH2 CDK1 CDK7 CDKN1C CDO1 CELF2 CEMIP CEP55 CES1 CFH CFHR2 CFI CHI3L1 CHRDL1 CILP CLEC2B CLEC3B CLIC2 CLIC3 CLK1 CLMN COCH COL11A1 COL14A1 COL15A1 COL18A1 COL4A5 COLEC12 COMP CPE CPQ CRIP1 CRLF1 CTSK CTSS CXCL1 CXCL10 CXCL2 CXCL3 CXCL8 CYLD CYP1B1 CYP26B1 CYP4B1 DCLK1 DCN DCX DDAH1 DEPP1 DKK1 DKK2 DLGAP5 DNAJB1 DNM1 DOK5 DSP DUSP1 ECM2 EDNRB EGFR EGR1 EIF1 EIF2S2 EIF5 ELOVL2 EMC1 EMP2 ENG ENPEP EPHA3 ERAP1 ESR1 ETS2 F10 FAM117A FAM13A FAXDC2 FGF2 FGL2 FHL2 FLNC FMO1 FMO2 FMO3 FN1 FOXD1 FOXO1 FRMD4B FRZB FXYD1 G6PD GADD45B GADD45G GAS7 GBP2 GDF10 GDF15 GEM GFPT1 GGT5 GLIPR1 GLS GPC3 GPNMB GPRC5A GPX3 GREM1 GREM2 GSDME GSN GUCY1A1 GUCY1B1 HAPLN1 HBA1 HBEGF HLA-DPA1 HLF HNRNPM HSPA1A HSPA1B HSPA6 HSPB7 IARS1 ID1 IER5 IFI44 IFIH1 IFITM1 IGF1 IGSF3 IL15RA IL33 IL6R ING1 INHBA IRF1 ITGA4 ITM2A JUN JUNB JUND KCNAB1 KCNK2 KCNS3 KIF13B KLF11 KLF4 KLF6 KLF9 KLHL24 KRT18 KRT7 LIMCH1 LINC01140 LMO3 LMO7 LOX LOXL2 LPL LRP1B LRRC8B LTBP4 MAF MAFB MAN1A1 MAN1C1 MAOA MAP3K8 MARK1 MARS1 MATN2 MCFD2 ME1 MEAK7 MELK MET METTL7A MFAP4 MGP MICAL2 MITF MMP1 MOCOS MOXD1 MT-ND5 MT1M MTSS1 MTUS1 MX1 MX2 MYBL1 MYC MYLIP MYO10 N4BP2L1 NACC2 NAMPT NAP1L1 NDRG2 NEK7 NELL2 NFIB NFKBIA NINJ2 NOVA1 NOX4 NPR3 NPY1R NQO1 NR1H3 NRIP1 NTRK2 OASL OLFML2A OMD OXTR PAPPA PAPSS2 PCLAF PDK4 PDLIM5 PEG3 PELI1 PER2 PER3 PFKFB3 PGK1 PGM3 PIK3IP1 PIK3R1 PLBD1 PLTP PLXDC1 PMAIP1 PODXL POPDC3 PPARG PPP1R12B PPP1R15A PPP1R3C PRELP PRG4 PRKAR2B PRKD1 PSAT1 PTGDS PTGER2 PTPRD RABGAP1 RABGAP1L RAI14 RAI2 RAP1GDS1 RASL12 REL RGS16 RGS2 RGS4 RGS5 RHOB RHOBTB1 RNASE4 RND1 RORA RPL26L1 RPS6KA2 RPS6KA5 RRAD RRM2 RUNX1T1 SAMHD1 SCG5 SCRG1 SEL1L3 SELENBP1 SELENOP SEMA3G SEPTIN11 SERPINA3 SERPINE1 SERPINE2 SERPINF1 SHMT2 SLC16A3 SLC19A2 SLC1A1 SLC1A4 SLC2A3 SLC31A1 SLC38A1 SLC43A1 SLC43A3 SLC5A3 SLC7A1 SLC7A11 SLC7A5 SOBP SOD2 SORBS1 SOX4 SPATA6 SPRY1 SPRY2 SPTBN1 SPTLC2 SRD5A1 SRGN SRPX SRPX2 SRSF7 SSPN STC2 STEAP4 SULF1 SYNC SYNM SYNPO TCIM TENM1 TENM3 TFPI TGFB2 TGFBR3 TGM2 THBS1 TIGAR TIMP4 TLR3 TMEM100 TMEM135 TMEM176A TMPO TNFAIP3 TNFAIP6 TNFRSF11B TNFSF10 TNMD TOP2A TP53BP2 TPD52L1 TPGS2 TPM2 TPM4 TPST2 TPX2 TRIB1 TRIB3 TRPC4 TSC22D3 TSPAN8 TXNIP TXNRD1 UCHL1 VCAM1 WARS1 WNT5A WSB2 YARS1 ZBTB10 ZBTB16 ZBTB20 ZC3HAV1 ZFP36 BOQUEST_STEM_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOQUEST_STEM_CELL_DN ABCG1 ABLIM3 ACKR1 ADAMTS9 ADGRG1 ADGRL4 ADRB2 ALDH1A2 ANGPT2 ANXA3 APLNR APOLD1 AQP1 ARAP3 AREG ARHGEF15 BAALC BCAR3 BST2 C1orf115 CA4 CAPN11 CARD10 CARD8 CAVIN2 CCDC68 CCL14 CCRL2 CD2AP CD320 CD74 CD93 CDC37 CDC42EP3 CDH5 CDK1 CFI CFLAR CHD7 CLDN5 CLEC1A CLIC5 CREM CSF2RB CSF3 CTSH CX3CL1 CYTH1 DNM3 DOCK9 DSG2 DUSP6 EFNA1 EFNB2 EMCN ENDOU ENG ENPP4 EOGT EPHB4 ERG ETS2 F11R FABP5 FAM107A FLI1 FLT1 FNBP1L G0S2 GARRE1 GATA2 GFOD1 GIMAP4 GIMAP5 GIMAP6 GIPC2 GMFG GNG11 HBEGF HCP5 HHEX HLA-B HLA-DMA HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-F HOXB7 ICA1 ICAM2 IFI27 IFI44L IFIH1 IGLC2 IL15 IL18R1 IL3RA IRAG2 ISG20 ITGA6 JAG2 JAM2 JCAD KANK3 KDR KIF25 KL KLHL2 LAPTM5 LCP2 LHX6 LIMK2 LMO2 LPAR6 LPCAT4 MAST4 MCF2L MCTP1 MECOM MEOX1 MET MGST2 MMP1 MMRN2 MPZL2 MYCT1 MYO10 MYO5C MYRIP NAP1L1 NEDD9 NLK NOTCH4 NR5A2 NRN1 PALM2AKAP2 PALMD PCDH12 PCDH17 PDE2A PECAM1 PGS1 PIK3C2B PIK3R3 PITPNC1 PKP4 PLA1A PLVAP PNP PODXL PRKCH PTPRB PTPRE PTPRM RAMP3 RAPGEF4 RAPGEF5 RASA4 RASGRP3 RASIP1 RCAN1 RNASE1 RND1 RPS6KA2 S1PR1 SCARB1 SCARF1 SCHIP1 SCUBE2 SEC14L1 SELE SELP SEMA3F SEMA6A SH2B3 SHB SLCO4A1 SMAD1 SMAGP SOCS2 SOX17 SPTLC2 SRGN SSH1 ST6GAL1 STC1 STX11 SWAP70 SYBU TACSTD2 TBC1D30 TBC1D9 TEK TEX14 TFPI2 TGM2 THBD THSD7A TIE1 TM4SF1 TMEM70 TNFRSF1B TPD52 TPD52L1 TRIM16 TSPAN12 TSPAN13 TSPAN6 TSPAN7 UPP1 USP36 VWF WARS1 XAF1 ZNF385D BOQUEST_STEM_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOQUEST_STEM_CELL_UP ABCA6 ABCA8 ABI3BP ACKR4 ACOX2 ADCY7 ADH1B ADH1C AEBP1 AGL AKR1C1 ALDH1A1 ANG ANGPT1 ANK2 ANPEP AOX1 APOD APOE ASPA ATP1A2 ATP8B4 AXL BASP1 BBS9 BHLHE41 BHMT2 BICC1 BMPR1A C1R C1S C3 C5orf15 C6 C7 CAPN6 CCN5 CD302 CD44 CDH11 CDKN2C CDO1 CEBPB CELF2 CES1 CFB CFD CFH CHL1 CHRDL1 CILP COL14A1 COL16A1 COL1A1 COL1A2 COL3A1 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 COLEC12 CRABP2 CRIP1 CRISPLD2 CRYAB CTSK CXCL12 CXCL14 CYBRD1 DCLK1 DCN DCX DDR2 DIPK1A DKK2 DPT DSE DZIP1 ECM2 EFEMP1 EFS EGFR ELOVL2 EMP3 F10 F3 FAP FAT1 FBLN1 FBLN5 FBN1 FEZ1 FGF7 FLRT2 FMO1 FMOD FST FXYD1 FZD7 GALNT12 GAS1 GAS7 GDF10 GFPT2 GLT8D2 GPC3 GPC4 GPNMB GRIA3 GSN GSTM3 GSTM5 HAS1 HDAC4 HNMT HOXC6 HSPB8 HTRA1 IGF1 IGFBP3 IGFBP6 INHBA IRS1 IRS2 ISLR ITGA8 ITGBL1 KCND2 KCNK1 KIAA0930 LAMA2 LIF LINC01140 LOX LPAR1 LRP1 LRP1B LRRC17 LSP1P5 LTBP2 LUM MAFB MAN1C1 MBP MEG3 MEIS1 MEIS2 MEST MFAP2 MFAP4 MFAP5 MGP MITF MME MMP2 MRC2 MSC MXRA5 MXRA8 MYH11 MYOC NET1 NIBAN1 NOTCH2 NOTCH2NLA NOVA1 NPY1R NT5E NTRK2 OGN OGT OLFML1 OLFML2B OLFML3 OMD OSR2 PAMR1 PCDH9 PCOLCE PCOLCE2 PDE4DIP PDGFD PDGFRA PDGFRL PDLIM3 PEG10 PHLDA2 PID1 PLA2G2A PLA2G4A PLAGL1 PLBD1 PLN PLP1 PLTP PPL PRELP PRR16 PRRX1 PTGDS PTGFR PTGIS PTPN13 PTPRD PTPRG PTX3 RCN3 RECK RERGL RHOBTB3 RNASE4 ROBO1 ROR1 S100A4 SCARA3 SCRN1 SDC2 SEMA3C SERPINA3 SERPINA5 SERPINE2 SERPINF1 SETBP1 SFRP4 SGCD SGCE SHOX2 SLC22A3 SLC2A10 SLC39A14 SLC5A3 SLIT2 SLIT3 SOX9 SPOCK1 SPON2 SRPX SSPN STEAP1 SUSD5 SVEP1 SYNE3 TENM1 TGFB2 THBS2 TIMP1 TMED3 TMEM176B TMEM45A TNC TNFAIP6 TNXA TRO TSPAN8 TWIST1 UGDH UST VCAN VEGFD WDR41 WNT5A BORCZUK_MALIGNANT_MESOTHELIOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BORCZUK_MALIGNANT_MESOTHELIOMA_DN ACAP1 ACSM1 AGFG2 AMPD1 AMY1A ANXA9 AOX1 APOD ARAP1 ARHGAP44 ATG2A ATP2A1 B4GALT1 BORCS8-MEF2B C11orf80 C6 C7 CAPN3 CASP10 CCL2 CCL21 CD19 CD22 CD38 CD6 CD79A CD79B CDKN2A CFP CHRD CKMT2 CLCN1 CPA3 CPT1B CTTN CYP3A5 DDT DENND3 ERCC5 FCER2 FCMR FGF12 FKBP2 FRZB FSCN2 FXYD1 GRAP2 HAS2 HEXA HEXIM2-AS1 IGHD IGHM IGKV1OR1-1 IL7R KIR2DL4 KIR3DL2 LBX1 LCAT LMOD1 MAST4 MEG3 MS4A1 MYL3 N4BP2L2 NBEAL2 NCF1 NCR1 NEAT1 NFIA NKTR OVOL3 PCSK7 PLA2G2A PLXNB1 PNOC PPT2 PRB1 PRY PTOV1-AS2 PTPRCAP RAD9A RAPGEF3 RBBP6 RBMY2AP RCE1 RDH16 RGS16 SAT1 SEMA3B SEMA3F SEZ6L SF1 SFPQ STS TAP2 TCIRG1 THSD7A TPSAB1 TRAF1 TRAF3IP3 TRPC2 VILL VIPR2 WT1-AS XPNPEP2 ZBTB7A BORCZUK_MALIGNANT_MESOTHELIOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BORCZUK_MALIGNANT_MESOTHELIOMA_UP ACAP2 ACBD3 ACTL6A ADNP AHCY ANXA2 AP2S1 AP3B1 ARL1 ARPC4 ATP2A2 ATP5F1A AZIN1 BET1 BICD2 BLMH BLVRA BPHL BUB1B BUB3 CALD1 CALU CAPN7 CBX3 CCNB1 CCNE2 CCNF CCNG1 CCT2 CCT3 CCT5 CCZ1 CDC27 CDC42BPA CDK4 CDK7 CDKN2C CENPS CGRRF1 CHTOP CKS1B CKS2 CNOT8 COA1 COPA COPS5 CPQ CRABP2 CREBBP CSNK1D DBI DBN1 DCK DDOST DDX18 DENND5A DESI2 DKC1 DNAJA1 DOCK1 DUSP7 DYNLT3 EIF3H EIF3I ELOC EMG1 EPRS1 ERGIC3 F2R F8A1 FADS1 FBL FKBP1A FKBP4 FLNA FNTA FSCN1 FTSJ1 FZD6 G3BP1 GARS1 GDI2 GINS1 GLO1 GRB2 GTF2A2 H2AZ1 H2AZ2 HACD2 HDGF HIPK1 HMGA1 HNRNPC HPRT1 HSP90AB1 HSPA4 HSPA8 IARS2 ILF2 IPO7 ISG20L2 ITGAV JTB KDM1A KDM5B KIF11 KIF2A KIF5B KIFAP3 KIFBP KPNA2 KRIT1 KRT10 LAMC1 LAMP2 LAMTOR5 LDOC1 LIN37 LINC00869 LOXL2 LPGAT1 LUM LYPLA1 MACIR MACROH2A1 MAD2L1 MAGED1 MAGED2 MAP2K1 MAPK9 MAPKAP1 MAPKAPK2 MAPRE1 MCM6 MED21 METTL18 MFN1 MOB1A MORF4L2 MPC2 MPZL1 MRPL28 MRPL3 MSH6 MSMO1 MTCP1 NAP1L1 NCBP2 NCK1 NDUFS2 NEK4 NHP2 NME1 NUDT1 OSMR P4HA1 PABPC1 PAK2 PAPOLA PARK7 PARP1 PARVB PCLAF PCMT1 PCNA PDCD6 PGK1 PGRMC1 PIGC PKM PLD3 PNO1 POMK PPP1R2 PPP4C PPT1 PRDX4 PRKCA PRKDC PRPS2 PRPSAP2 PRRC2C PSMA2 PSMB6 PSMB7 PSMD10 PSMD2 PSMD8 PTGES3 PUF60 PYCR1 QKI QSOX1 RAB1A RAB32 RAB4A RAC1 RAD1 RAD21 RAF1 RALA RAN RAP1A RAP1B RAP1GDS1 RARS1 RASA1 RBBP4 RCN2 RCOR1 RFC2 RFC4 RHOBTB3 RIF1 RIT1 RNF2 RO60 RP2 RPA1 RPS15A RPS6KA3 S100A11 S100A2 SAP30 SCAMP3 SCCPDH SDHB SEC23IP SEC24D SEC61G SELENOW SERBP1 SKIC3 SKP1 SLC25A1 SLC25A3 SMAD2 SMAD4 SMAD5 SMARCC1 SMC1A SMC4 SMNDC1 SNRPF SQLE SRD5A1 SRPK1 SRPK2 SRSF1 SRSF10 SRSF3 SS18 SSBP1 SSR1 STAT3 STIP1 STK17A TAF11 TAF12 TAF5L TERF1 TFDP1 TGFB1 THAP11 THBS2 TK1 TMED7 TMEM183A TMEM97 TNPO1 TOP2A TPX2 TRIAP1 TUBA1A TUBA3C TUBA3E TUSC3 UBA2 UBAP2L UBE2A UBE2C UBE2D1 UBE2D2 UBE2D3 UBE2E3 UBE2G1 UBE2N UBE2S UBQLN2 UBXN7 UROS USP9X UTP25 VAMP3 VAMP7 VBP1 VDAC1 VRK2 WEE1 WSB2 WTAP XPOT XRCC5 YKT6 YWHAQ YWHAZ ZBTB14 ZMYND11 ZNF318 ZWINT BORLAK_LIVER_CANCER_EGF_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BORLAK_LIVER_CANCER_EGF_UP ACOT9 AEBP1 ALCAM ANXA2 ATF3 BEX2 BLNK BTG2 BTG3 CA2 CCNB1 CCND1 CD63 CDK1 CIDEA CLDN7 COL4A1 CPE DDR1 ECT2 ELF3 EPS15 ETS2 FOS ID1 IGFBP1 JUNB KRT18 KRT8 LPL LTB LY6D MKI67 PDGFA PLSCR1 RAB3D RBM3 RBP1 RHOC RRM2 S100A11 SCD SERPINB6 SERPINE1 SLC7A7 SPP1 TCEAL9 TFF3 TGFA TGIF1 TLR6 TWF2 VIL1 BOSCO_ALLERGEN_INDUCED_TH2_ASSOCIATED_MODULE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOSCO_ALLERGEN_INDUCED_TH2_ASSOCIATED_MODULE ALOX5 APBB1IP ARRDC2 ASAP1 BATF BCL2 BCL2L1 BCL6 BCL9L BHLHE40 BTG1 CAMK2D CASP3 CCL1 CCL22 CD200R1 CD69 CD83 CD84 CDCA7L CDH1 CEACAM1 CERS6 CES4A CISH CLUHP3 CNKSR2 CSF1 CXCL13 CYLD CYSLTR1 CYSLTR2 CYTIP CYTOR DACT1 DARS1 DCDC1 DEPDC7 DHRS3 DPP4 DUSP4 DUSP5 EEIG2 ELAPOR2 ELL2 ENO1 EOMES ETNK1 FCER2 FLT3LG FOXP3 FURIN GFI1 GNPDA1 H4C14 HIPK1 HIPK2 HPGD ID2 IKZF1 IKZF4 IL13 IL17RB IL1B IL2RA IL36A IL4R IL5 IMMT IRF4 ISCA1 ITK JAML JCHAIN KLF3 KPNA6 KRT1 LCP2 LIF LRFN2 LRRC32 LRRN1 MAL MEF2C MEOX1 MIR155HG MIR4435-2HG MKRN1 MRPL35 NABP1 NAT9 NCOA3 NDFIP2 NFKBIZ NR4A3 NRCAM NSMCE1 OR5AN1 PCGF5 PECAM1 PGM1 PHF20L1 PITRM1 PLCL1 PLLP PLPP1 PLXDC1 POLR2M PTGER2 RAB19 RAB27B RAB30 RAP1A RAP2B RASGRP3 RASL11A RFLNB RPL5 RRAGD RRS1 SEMA5A SEMA7A SERPINB6 SGSH SLC12A2 SLC26A11 SLC37A3 SLC39A8 SLCO3A1 SNTB1 SOCS1 SOCS2 SPINT2 STAP1 STAT4 STK17B SYTL3 TAB2 TAF4B TBC1D1 TIAM1 TMEM71 TNFRSF14 TNFRSF9 TPP2 TRAFD1 TSC22D3 TTC39B XBP1 YEATS4 BOSCO_EPITHELIAL_DIFFERENTIATION_MODULE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOSCO_EPITHELIAL_DIFFERENTIATION_MODULE A2ML1 ADGRF1 ANXA9 CEACAM5 CEACAM6 CEACAM7 CLCA4 CLDN7 DENND2C DUOX2 ECM1 ELF3 EMP2 F3 FAM3D FBXW10 GABRP GPRC5A H19 HSPB8 IGHA1 IGHD IGHM IGKC IGLJ3 IL36A KRT13 KRT16 KRT17 KRT18 KRT3 KRT4 KRT78 LCN2 LMO7 MAL MUC1 MUC16 MUC21 MUC4 NCCRP1 NDRG2 PARD6B PPL PSCA PTPN3 RDH10 RHCG SCEL SERPINB2 SLC6A14 SPINK5 SPNS2 SPRR1A SPRR1B SPRR2A SPRR3 TACSTD2 TGM3 TM4SF1 TMPRSS11A TMPRSS11B TMPRSS11D TMPRSS11E TMPRSS2 TMPRSS4 TRIM16 TRIM16L TSPAN6 BOSCO_INTERFERON_INDUCED_ANTIVIRAL_MODULE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOSCO_INTERFERON_INDUCED_ANTIVIRAL_MODULE ANXA2R-OT1 APOBEC3G APOL1 APOL6 ARAP2 AVPR2 CCL2 CD274 CD40 CD80 CDK1 CGAS CMTR1 CYP24A1 DDX60 DHX58 EIF2AK2 EPSTI1 GBP4 GBP7 GCH1 GOLGA4 HERC5 IFI35 IFI44 IFI44L IFI6 IFIH1 IFIT1 IFIT3 IFIT5 IFITM3 IRF7 ITGA4 KPTN LAMP3 LAT LILRB1 LINC01128 LRRC37A11P MIA3 MOV10 MS4A6A MX1 MYO1G NCOA7 NOD1 NUB1 OAS2 OAS3 OASL P2RY14 PANK2 PARP12 PML PNPT1 PRAF2 PTPN2 RIN2 RSAD2 SAMD9L SDC3 SLAMF7 SLC25A28 SLC39A8 ST3GAL5 STAT2 TDRD7 TMEM106A TMEM176A TNFSF10 TNIP3 TRAFD1 TRIM22 TTYH2 UBE2Z XAF1 ZBP1 BOSCO_TH1_CYTOTOXIC_MODULE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOSCO_TH1_CYTOTOXIC_MODULE ABCB1 ACOD1 ADAM19 ADAM3A ADORA3 ANKRD22 ANXA2R APOL3 ARNT2 ATF5 BATF2 BCL2 BCL2L14 CALHM6 CCL7 CCL8 CCR5 CD163L1 CD28 CD300E CD38 CD5 CDC7 CDK6 CEMIP CERS4 CH25H CMKLR1 CMPK2 CRABP1 CTLA4 CXCL10 CXCL11 CXCL9 DNA2 DPCD ENPP2 F13A1 F2R FAM20A FBXO39 FCGR2B FFAR3 FUT2 GAS6 GBP6 GIMAP4 GIMAP5 GIMAP7 GIMAP8 GNLY GPR171 GZMB GZMK HAMP HAPLN3 HERC6 HESX1 HS3ST3B1 IDO1 IFNB1 IFNG IL10 IL12RB2 IL15 IL15RA IL21 IL2RA IL4I1 IRF4 ISG15 ITGA9 KLHDC1 KLRD1 KNL1 LILRB5 MERTK MKI67 MS4A6E MYBL1 NKG7 OR2A5 OR5D14 OR6K6 P2RX5 PLEKHO1 PRF1 PRKCA PRKCQ PTGER2 RGL1 RHBDF2 RNASE2 RRM2 RTP4 RUNX3 SAMD3 SDS SH2D1A SLA2 SLAMF1 SMOX SOCS1 SSTR2 STAB1 STAT4 STRIP2 TMEM229B TNFSF18 TRAT1 TSHZ3 TXK TYMS USP18 BOUDOUKHA_BOUND_BY_IGF2BP2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOUDOUKHA_BOUND_BY_IGF2BP2 ABCB6 ABHD4 ABRACL AK1 ALYREF AP3M1 AQP5 ATP2A1 ATP5F1E ATP5MF ATP6V0C C6orf226 CCND1 CCND3 CCNG1 CD81 CHCHD4 CISD1 CMC4 COX7C COX8A CRTAP CRYAB CSF1 CUX1 DESI1 DNAJC30 DYNLL1 EMC6 EN1 EPB41L3 EPS8 FAM89B FAU FTH1 GAS5 GID8 GNG12 H2BC10 HIGD2A HOXA11 HSPA1B HYCC1 INSIG2 IQGAP1 ISCA2 KIF3C KLF9 LBR LIMS2 LSM10 LSM5 LXN MAN2A1 MAP1LC3B2 MARCHF2 NACA NAPG NDRG1 NDUFA1 PCBP1 PDPN PEA15 PHLDA3 PSIP1 PSRC1 PTPN12 PTPN21 RAB31 ROMO1 RPL22 RPL36 RPLP0 RPS10 RPS15 RPS16 RPS27A RPS4X RRP8 S100A6 SDF2 SEC61B SERPINE2 SMIM14 SPOP SRSF10 TIMM8A TMEM147 TNKS2 TNNI1 TNNT2 TRIM54 TRIP6 TSPAN5 UAP1 UBE2D2 UNC50 VAMP8 VBP1 VEGFD VPS26A VPS29 VPS54 VTI1B WDR5 XPO1 ZDHHC8 ZMAT3 BOWIE_RESPONSE_TO_EXTRACELLULAR_MATRIX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOWIE_RESPONSE_TO_EXTRACELLULAR_MATRIX IFI16 IFI35 IFI6 IFIT1 IFIT2 IFIT3 IFITM1 IFNGR1 IRF1 IRF7 ISG15 MX1 OAS1 PSMB10 PSMB8 PSMB9 STAT1 BOWIE_RESPONSE_TO_TAMOXIFEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOWIE_RESPONSE_TO_TAMOXIFEN CCL5 IFI16 IFI27 IFI35 IFI6 IFIT1 IFIT2 IFIT3 IFITM1 IFNGR1 IRF1 IRF7 IRF9 ISG15 MX1 OAS1 OAS2 STAT1 BOYAULT_LIVER_CANCER_SUBCLASS_G123_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOYAULT_LIVER_CANCER_SUBCLASS_G123_DN ACAA1 ACAA2 ACADL ACSM5 ALAS1 ASPA CBR4 CFI CUX2 DCXR DMD ECHDC2 ECM2 EPHX2 ETFDH ETNK2 EXPH5 F8 FAS FGA FYN GABARAPL1 GABARAPL3 GCDH GOT2 GRHPR HADH HAO1 HPD HYAL1 ITIH4 MAT1A MLYCD MSRA MTHFD1 NR1I2 PCK2 PRODH2 PROZ PSD3 RCL1 RGN RIDA SEC14L2 SLC16A2 SLC25A15 SLC27A5 SLC28A1 SLC4A4 SLC6A12 ST3GAL6 BOYAULT_LIVER_CANCER_SUBCLASS_G123_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOYAULT_LIVER_CANCER_SUBCLASS_G123_UP ACLY ATAD2 BARD1 CACYBP CAPRIN1 CBX1 CCNB2 CCT3 CD24 CD24P2 CD24P4 CKAP4 CPD CPSF6 DUSP12 ENAH FABP5 GINS1 HAT1 ISG20L2 KIF20A KPNA2 LARP4B MAP4K3 MRPL9 NT5DC2 PEG10 PLCB1 PNMA1 POGK PON2 PRKCI PRKDC RBM3 RFC4 SAC3D1 SGCE SHC1 SMC4 SNRPB SNRPD1 SNRPE SUCO TMPO TUFT1 UBAP2L VIL1 BOYAULT_LIVER_CANCER_SUBCLASS_G12_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOYAULT_LIVER_CANCER_SUBCLASS_G12_DN ABCG2 ACSL5 ADI1 ALDH1L1 FAH FAM13A GCKR GSTA3 HGD HHLA3 HLF PIK3C2G QDPR RUNDC3B TSKU BOYAULT_LIVER_CANCER_SUBCLASS_G12_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOYAULT_LIVER_CANCER_SUBCLASS_G12_UP AFP ARF1 ATRN CAMSAP2 CEBPA CHKA CREB3L2 EFNA1 FBXW2 FGFR4 GORASP2 H1-0 HSPA14 LPGAT1 MFF MKKS MYH4 NCK2 NUAK1 PIGC PRCC RAP2A RBM34 RCOR3 RPS6KC1 SCAMP3 SLC29A1 SMYD3 SUN1 SYNJ2 TMEM106B TMEM183A TMEM260 TOR3A TTC13 TUG1 UXS1 WDR26 YY1AP1 ZNF281 BOYAULT_LIVER_CANCER_SUBCLASS_G1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOYAULT_LIVER_CANCER_SUBCLASS_G1_DN ABCB1 ABHD2 ACYP2 AK2 ALDH1A1 BLCAP BTN3A2 BTN3A3 CDC14B COQ9 CRYBG1 CTBS CTSB CYP4F11 CYP7B1 DGLUCY GADD45A GBE1 GCHFR GCLC GCLM GLRX HMOX2 HSD17B10 KAT2B KLF9 LAP3 MBNL2 MPDZ PRSS53 SDHB SLC16A1 SLC39A8 SPSB1 TLR3 TMED5 TRIM2 VKORC1 ZNF330 ZNF593 BOYAULT_LIVER_CANCER_SUBCLASS_G1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOYAULT_LIVER_CANCER_SUBCLASS_G1_UP ABCC10 ABHD3 ADAR ADGRG1 AHNAK AHSA2P ARHGEF3 ARID3A ATP2B1 ATP5MC2 B4GALT3 BRD3 C2CD5 CACNA1D CCZ1 CDK19 CLDN7 CRNKL1 CTNND2 CXADR DCPS DDR1 DENND2B DHRS7 DNAJC9 EDEM3 ELP1 EPHB4 EXOC2 F11R FAM168B FNBP1 HIC2 HNRNPA0 HOOK2 IDUA IGF2 INPP5A KCTD3 KDM5B KLHL23 LAD1 LBR LLGL2 LMNA MAP4K4 MAPK13 MARCHF3 MATN2 MEX3D MGP MMP11 MPZL1 MYO5C MYRF NAP1L1 NCOA3 NOTCH2NLA NREP NRXN3 NTAN1 NUP133 PAIP1 PDCD4 PDGFA PEG3 PIAS4 PLPP2 PLXNA2 POGZ PRPF4B PRR15L PRRC2C RABGAP1 RABIF RBFOX2 RBM8A RO60 RPA1 RPL17 RPLP0 RPS19 S100A14 SAYSD1 SEPHS1 SETDB1 SFI1 SMARCA1 SMARCC1 SMG7 SOX13 SOX9 SPINT1 SPINT2 SREBF2 SREK1IP1 ST14 STT3A TAX1BP3 TIA1 TJP3 TLR5 TMEM63A TNFSF4 TPR TRIOBP TTC3 TTLL4 UBAP2 UBXN7 ZNF143 ZNF165 ZNF468 ZNF551 ZNF83 ZSCAN18 BOYAULT_LIVER_CANCER_SUBCLASS_G2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOYAULT_LIVER_CANCER_SUBCLASS_G2 ALDOC AMIGO2 ARHGEF40 CD58 CNPY2 DEGS1 ENPP2 EPHA1 FHOD3 HIP1 INHBB INTS7 ITGA5 KIF14 KLHL7 MCTP1 MEIS2 MLLT11 MOAP1 MOSPD1 NAV3 PAN2 RPN2 RRAS2 SAP130 SATB2 SDF2L1 SLC2A6 BOYAULT_LIVER_CANCER_SUBCLASS_G23_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOYAULT_LIVER_CANCER_SUBCLASS_G23_DN ACO1 CDO1 COBLL1 N4BP2L1 PDE2A PTH1R RAMP3 SERPINF2 SORD STARD5 BOYAULT_LIVER_CANCER_SUBCLASS_G23_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOYAULT_LIVER_CANCER_SUBCLASS_G23_UP ABCG1 ARFGEF2 ARPC1A BLTP2 BUB1B CCNE2 CENPA CENPU COCH DBF4 DDOST DLGAP5 DNAJC6 ECT2 FEN1 H2AZ1 HLTF IARS1 IGF2BP3 KIF4A LYSET MAPK1 MCM2 MCM3 MCM6 MEMO1 MKI67 NARF NDUFA4L2 NEK2 NPC1 OIP5 PKM PTH2R RRAGD RRM1 SFN SLBP SLC26A2 SLC38A1 SLC39A6 SLC50A1 SMC2 SUZ12 TFPI TFRC TUBG1 TWF1 TYMS UBE2S UPF3B USP1 XK BOYAULT_LIVER_CANCER_SUBCLASS_G3_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOYAULT_LIVER_CANCER_SUBCLASS_G3_DN ACADVL ACAT1 ALAD ALDH5A1 APLNR ASGR2 CA5A CD302 CFH COL18A1 COX7A1 CPB2 CPN2 CRYL1 CYP27A1 DHTKD1 ECHS1 F7 FMO4 FXYD6 GAMT GGCX GIMAP5 GPLD1 IFIT1 KNG1 MASP1 MAT2A MGMT MTARC2 PCSK6 PIK3R1 PON1 PRG2 RARRES2 SARDH SELENBP1 SERPINF1 SERPING1 SLC25A20 SLC2A2 SLC38A3 SMARCA2 SORBS2 TF TMEM176B TMEM204 TMPRSS6 TNS2 TNXA TST TTC38 ZCCHC24 BOYAULT_LIVER_CANCER_SUBCLASS_G3_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOYAULT_LIVER_CANCER_SUBCLASS_G3_UP ACACA ACTL6A ADSL AGA AIMP1 ANP32E ARPC4 ARPP19 ASAP1 ATIC BOP1 BRD7 BUB1 C5orf22 CANT1 CASC3 CBX3 CCDC86 CCNA2 CCT2 CCT4 CCT5 CDC6 CENPM CEP55 CKLF CLIC1 COIL COPS5 CSDE1 CSNK1D CYB5B DHX15 DKC1 DNAJC10 DR1 DUSP3 EBNA1BP2 EIF2S1 EIF3B EIF3H EIF4A3 ELOC EMC1 EML4 ENO1 ENOPH1 EZH2 FAM50A FANCI FNBP1L FTH1 FXR1 G6PD GLA GMFB GNB1 GNL3 GOLT1B GPN1 GTF3C3 H2BC21 HGS HJURP HMMR HNRNPR IPO5 IPO7 ITGB1BP1 JPT1 KDM3A KIF1B KIF2A KIF2C KLC1 KPNB1 LANCL1 LPCAT1 LRP12 LRRC59 MAD2L1 MAPRE1 MARCKS MED1 MED24 MELK MMD MPV17 MPZL2 MRPL42 MRTO4 NARS1 NCAPD2 NCAPG NDC1 NDC80 NDRG1 NGRN NLE1 NME1 NME2 NOL11 NPEPPS NRAS NSF NTAQ1 NUP107 NUP155 NUP37 PAK1IP1 PAPOLA PDCD2 PFN2 PGD PGK1 PHB1 PHLDA2 PIGF PLEKHF2 PLOD2 POLR2K PPP1CC PPP2R3C PRIM1 PRKAR1A PRMT5 PSMC4 PSMC6 PSMD11 PSMD14 PSME3 PTBP2 PTGES3 PTP4A2 PUS7 PWP1 RAD21 RAD51AP1 RBBP4 RBM28 RFC3 RIT1 RPL8 RPRD1A SAP30BP SEC61G SLC16A3 SLC38A6 SLC52A2 SLC7A1 SMAD2 SMC1A SMG8 SNRPA1 SNRPD2 SNX7 SRI SRM STMN1 SUB1 TACC3 TAF2 TBL1XR1 TDG TGIF1 TIPIN TMEM185B TMX1 TOPBP1 TPD52 TPD52L2 TPRKB TRIM31 TRIP13 TSN TTK TXN UBE2V2 UBR5 UCK2 UGCG USP14 USP3 UTP18 VMP1 WASHC5 WDR12 WDR45B XPO1 ZWILCH BOYAULT_LIVER_CANCER_SUBCLASS_G56_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOYAULT_LIVER_CANCER_SUBCLASS_G56_DN AGPAT2 BHLHE40 CCN2 F2RL1 HPS5 IER3 IL4R LGALS3BP MAFF NAV2 NCALD PLD1 QSOX1 RAB27A THBS2 TRIB1 VNN3P BOYAULT_LIVER_CANCER_SUBCLASS_G56_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOYAULT_LIVER_CANCER_SUBCLASS_G56_UP CPPED1 DPP4 DUT GLUL LAMA3 NEDD4 REG3A RHBG SMYD2 SPARCL1 TBX3 BOYAULT_LIVER_CANCER_SUBCLASS_G5_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOYAULT_LIVER_CANCER_SUBCLASS_G5_DN ARHGDIB ARL4C BCL3 CELF2 CLEC2B CYBA DAB2 EMP3 EZR HLA-DPA1 HLA-DPB1 HMGN3 ICAM1 IFI16 IFI44 IL10RA LAPTM5 PELI1 PTGER4 RAB31 S100A11 SEL1L3 SIRPA SIRPAP1 STAT1 TGM2 THEMIS2 WIPF1 BOYAULT_LIVER_CANCER_SUBCLASS_G6_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOYAULT_LIVER_CANCER_SUBCLASS_G6_DN AGO2 CDH1 CMTM6 GATA6 HES1 INPP1 LDLR LSR NUP98 OSBPL9 RAB27A RFTN1 RRBP1 SDC4 SLC20A1 SYT17 TNFSF10 TNS1 TRIM15 BOYAULT_LIVER_CANCER_SUBCLASS_G6_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOYAULT_LIVER_CANCER_SUBCLASS_G6_UP ACSL6 ACSS3 ACTN2 AP3S1 ASPSCR1 ATP6V0E2 BCAP31 BMP4 BPNT2 C1QTNF3 C1orf112 CBR1 CCDC170 CEMIP2 COL7A1 CRYZ CTNNA2 CTNNBL1 DYNC1I1 EFR3A FBXL5 FHIT GALNT1 GGH GREB1 HEXA HSDL2 ITPR2 LEF1 LGALS8 LPIN1 MARCHF8 MERTK MLEC MME NEK3 NPR2 PANX1 PARVB PREB RAB4A REG1A RHOBTB1 RNF43 SAMM50 SEPTIN4 SIAH2 SLC13A3 SLC22A11 SLC22A4 SLC5A6 SLC6A2 SULT4A1 TBCA TCEAL1 THSD1 TIMM17A TMCC1 TRIB2 TTC9 UGGT1 VSNL1 VSTM4 WASHC3 YPEL1 ZBTB18 BOYERINAS_ONCOFETAL_TARGETS_OF_LET7A1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOYERINAS_ONCOFETAL_TARGETS_OF_LET7A1 CDC34 COL4A5 FIGN HMGA2 IGF2BP1 IGF2BP2 LIN28B MED6 NAP1L1 NME6 PIGA SLC25A24 BOYLAN_MULTIPLE_MYELOMA_C_CLUSTER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOYLAN_MULTIPLE_MYELOMA_C_CLUSTER_DN AIG1 AK7 B4GALT6 CCND2 CD69 CTSV EGLN3 EID2 H4C9 HS1BP3 IRS2 KCNQ1OT1 KLF6 KLF7 MS4A1 NRIP1 PTPN22 RAB20 RECK RGS1 RNF125 RRAS2 SARAF SAT1 SERPINB1 SLC7A11 SOAT1 SPP1 TRIM34 XIST ZBTB10 ZBTB20 BOYLAN_MULTIPLE_MYELOMA_C_CLUSTER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOYLAN_MULTIPLE_MYELOMA_C_CLUSTER_UP ADRA2A APC B3GNT8 CAD CSTF1 DPP4 EPS8 FOXM1 FOXP4 GABPB1 GAS2L3 HNRNPD KRAS MARCKSL1 MLLT1 MTOR NFYA NIBAN3 NRARP POMT1 PPM1F PTER PTGR1 RAG1 RBM14 RELN SAPCD1 SKP2 SLC43A3 SSX2IP STOM TIFA TPM3 TYMS UHRF1 ZFPM1 BOYLAN_MULTIPLE_MYELOMA_C_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOYLAN_MULTIPLE_MYELOMA_C_DN ABCB1 AIG1 AK7 APOE ATXN1 B4GALT6 BCL11B BICD1 BPIFA2 C3orf33 CERS6 CKB CTSV CYSTM1 DOCK5 EGLN3 EID2 ENAH FAM234A FZD6 G6PC3 IFT43 IRS2 JUN KCNN4 KCNQ1OT1 KIF13A KLF6 KLF7 LAPTM4B LINC-PINT MAGEH1 MAP9 MYOF NFIC NRIP1 PLOD2 RAB20 RAB30 RGS1 RNF125 RNF43 SAT1 SERPINB1 SFMBT2 SLC30A1 SMR3A SOAT1 SPP1 TANC1 TMEM191B TNFRSF21 TRIM5 TSC22D1 VOPP1 XIST ZBTB10 ZC2HC1A ZSWIM6 BOYLAN_MULTIPLE_MYELOMA_C_D_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOYLAN_MULTIPLE_MYELOMA_C_D_DN ABI3BP ADA AFP ALCAM AMY2A ANXA2 APOL2 APP AQP3 ARFGAP3 ARHGAP6 ARL4C ARMCX2 ARMCX3 ARSG ATP6V0A1 B3GALNT1 BASP1 BSCL2 C15orf48 C3 C6orf136 C7orf57 CACNA1H CACNA1S CACNB3 CAMP CASP4 CCL5 CCND2 CCR2 CD177 CD226 CD28 CD3D CD3E CD3G CD7 CD8B CD9 CDH2 CEP250 CERS4 CFAP61 CFP CHIA CHST1 CLDN7 CLEC4E CORO2B CP CPE CPEB3 CRELD2 CRYBA4 CSTA CTSG CTSW CTTN CXCR6 DCLRE1B DHRS3 DNAJB14 DSG2 DSP EAF2 EDEM1 ELANE ELL2 ELOVL7 ENPP1 ENTPD1 EOMES EPCAM F13A1 F2R F2RL1 FADS3 FAM135A FAM219A FARP2 FGL2 FNDC3B FOS FOSL2 FPR1 FRMPD2 FSCN1 FYB1 GABRA4 GATM GBP6 GCA GDA GGH GIMAP4 GIMAP8 GNAZ GPC1 GPM6A GPR160 GPR174 GPR183 GRAMD1B GRAMD1C GVINP1 GZMA HBA2 HDC HID1 HLA-A HMGN3 HOOK1 HP HSD11B1 ICOS ID2 IFI16 IFITM3 IGF1R IGSF6 IL13RA1 IL18R1 IL18RAP IL2RB INPP4B IQGAP2 IRF6 ISG20 ITGA1 ITGAL ITGB5 ITK ITPRIPL2 KDELR3 KDF1 KHK KIAA1217 KIT KLRC1 KLRD1 KLRK1 KRBA1 LAX1 LCN2 LDHB LILRB3 LILRB4 LPAR4 LRG1 LRP12 LTB LTB4R LTF LYZ MAF MCEMP1 MDFIC MEGF9 MFSD4A MGAM MMP8 MMP9 MPO MS4A1 MS4A2 MVB12B MYO1F NBEA NFIL3 NKG7 NSD3 OLFM1 OLFM4 OOSP1 OOSP2 OSBPL3 OXR1 P2RY14 P4HA2 PAFAH2 PAWR PGLYRP1 PIK3CB PLAAT3 PLCB4 PLEK PLIN3 PLSCR1 PON3 PRDM1 PRG2 PRKCQ PRLR PRTN3 PTPN22 PTPRE PYGL RAB32 RAB3D RAPH1 RASGRP3 RECK RGCC RGS13 RGS18 RHOB RHPN2 RMDN2 RNASE3 RNF128 RNF215 RORA RRAS2 RSPH1 RTP4 RUNX2 S100A8 S100A9 SARAF SCAMP1 SCART1 SEC24D SELENOM SELENOP SEMA4A SEMA4F SERPINA3 SGMS2 SH2D1A SIRPB1 SLC16A5 SLC25A24 SLC41A2 SLCO3A1 SLCO4C1 SLFN12L SLPI SMAD1 SNTB1 SPAG6 SPON1 SQOR ST8SIA6 STAT4 STEAP4 TAF9B TBC1D8 TBX21 TENT5C TFEC TGFBI TIAM1 TMEM154 TMEM176A TMEM176B TMEM38B TNFRSF17 TNS3 TPSAB1 TRBC2 TRDC TRGC1 TRIM34 TRIM5 TSPAN2 TTC39B UPP1 VAV3 VCAM1 WIPI1 XDH ZBP1 ZBTB16 ZBTB20 ZNF467 BOYLAN_MULTIPLE_MYELOMA_C_D_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOYLAN_MULTIPLE_MYELOMA_C_D_UP ACY1 AFF3 AGPAT5 AKAP12 AMZ1 ANKRD37 AP1S3 ATAD1 ATP5PO BACH2 BAG2 BAMBI BCAT1 BCL11A BCL2L1 BCL7A BMAL2 BPNT1 BRD8 CCDC85C CDKN1A CECR2 CEP68 CFAP298 CHCHD6 CHML CLASP2 CNN3 CPSF2 CROCC CTH DDX19B DIRAS1 DIRAS2 DNAJB4 DYNLT2 DYRK2 EBF1 EDARADD EGFL6 EPRS1 EPS8 ESCO2 ESRRB FAM43A FANCA FARSB FUBP1 FUS GABPB2 GAR1 GCH1 GCN1 GDPD3 GID4 GPAT3 GSDME HOOK3 ID3 IDI1 INCENP IQGAP1 IRAG2 ITSN1 KIF7 KLC1 KLF9 LGR6 LINGO3 MARK3 MND1 MRPS6 MTHFD1 MYL4 NAP1L1 NAT8L NCL NIBAN3 NOLC1 NORAD NT5DC2 NUDT21 OTUB2 PABPC1 PACC1 PAX5 PDLIM1 PINLYP PKIG POFUT1 POLH POT1 PPM1E PRKACB PTK2 PTPRS RAD51B RAD54L RBM38 RCOR1 RHOH RPL23 SAPCD1 SART3 SBK1 SCARB1 SERF1A SF3A3 SGMS1 SHMT1 SIVA1 SLC16A1 SLC29A1 SMPD4 SNHG8 SNORD12C SNORD52 SNRPF SOD2 SOX4 SRFBP1 SRGAP2 STXBP1 SUPT16H TAF1D TARBP1 TFRC TIFA TMEM143 TMOD1 TPM3 TRA2A TRIM2 USP25 UTP25 VPREB1 XYLB YWHAG ZEB2 ZNF593 BOYLAN_MULTIPLE_MYELOMA_C_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOYLAN_MULTIPLE_MYELOMA_C_UP ANGPTL4 APOBEC2 ARVCF ASB2 CAD CARMIL1 CLIP1 CPSF6 CSTF1 DHX38 DPP4 DYRK2 EBF1 EMID1 ETS1 FAM110A FAM13A FAM53B FKBP3 FOXP4 GAS5 HEATR1 HNRNPD JCAD LGR5 LPCAT1 LRIG1 MARCKSL1 MCM3 MTOR NASP NFYA PDE2A PPM1F PRM1 PTER PTGR1 RBKS RLIM SKP2 SMTNL2 SPIB STX2 TSPY26P TYMS VPREB3 ZBED4 ZFPM1 ZMYND19 BOYLAN_MULTIPLE_MYELOMA_D_CLUSTER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOYLAN_MULTIPLE_MYELOMA_D_CLUSTER_DN ADAM19 ANO6 ARFGAP3 ARHGAP21 ASB2 BCL2L1 BRDT CAMKK2 CASP7 CCND3 CEP250 CRYBG1 CSRP1 CTDSPL CTNNA1 CUL7 GSN IL7R LASP1 LGALS1 LXN MTCH1 NFKBIE PBX2 PHKA1 PPP1R16B PPP1R3E PRKRA PSTPIP2 RPGRIP1 RSPH1 SH3BP1 SLC37A1 STK3 STX2 TRAPPC9 TSPAN2 BOYLAN_MULTIPLE_MYELOMA_D_CLUSTER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOYLAN_MULTIPLE_MYELOMA_D_CLUSTER_UP ACTR3B ADM BACH1 CCND1 CLEC2D CLYBL EIF5 GPR132 GSTO1 ISL1 KIFAP3 MXRA8 N6AMT1 NEFH NFIA OBSCN PLCH1 PLK2 PLLP PPM1A PPP1R13B PRODH SETD4 SH3BGRL2 STC2 UCHL1 ZFP14 BOYLAN_MULTIPLE_MYELOMA_D_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOYLAN_MULTIPLE_MYELOMA_D_DN ABHD8 ABTB2 AHNAK ANXA4 ARAP2 ARHGAP21 ARHGAP26 ATP10A ATP11A BCL3 CASK CASP1 CASP7 CCDC88A CCL15 CD44 CD52 CEROX1 CGAS CHST15 CMPK2 CRYBG1 CSRP1 CSTF2T CTDSPL CTNNA1 CYBB CYTH4 DDX3Y DENND1C DRAM1 EHHADH EVA1B EZH1 FLOT2 GSN HNRNPLL HSD17B11 IFFO1 IFI27L2 IL2RA IL7R IPCEF1 ITGAM KRT18 KSR1 LGALS1 LIFR LILRA6 MAGED1 MAP10 MARCKS MTCH1 NAB2 NCF1 NFKBIE PBX2 PHKA1 PIWIL4 PPP1R16B PPP1R3E PRKRA PSTPIP2 PXYLP1 RPGRIP1 S100A1 S100A13 S100A6 SH3BP1 SLC28A2 SLC37A1 SMPD5 ST3GAL5 STK3 SYNE3 TDRD7 TIFAB TMEM141 UPB1 WFDC21P ZNF14 BOYLAN_MULTIPLE_MYELOMA_D_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOYLAN_MULTIPLE_MYELOMA_D_UP AARS1 ADAT1 ADGRL2 ADM AFAP1 AGTPBP1 AKT3 ARHGAP29 ARL4A ASPH BACH1 BAG5 BCAP29 BLVRB CCND1 CCR7 CHD4 CHST7 CINP CLBA1 CLEC2D CLMN CLYBL COA8 COX6A2 CPM CPN1 DDIT3 DGLUCY DHCR24 DYNC2I2 EBF3 EIF5 EQTN FABP5 FAM221A FSTL1 FUT11 GART GGCT GPHN GSTO1 HSPB1 IRF2BP2 ISL1 ITGA6 KIAA1671 KLF9 L3MBTL3 LMNB2 LRIG3 MXRA8 MYC NAPSA NEFH NFIX NIPA1 NRF1 NSMF OBSCN PCP4 PDZD2 PIK3IP1 PLK2 POLR1A PPM1A PRODH PRSS23 PTPDC1 RAPGEF6 RRM2B RWDD3 SERTAD4 SETD4 SH3BGRL2 SLC15A3 SLC35F2 SLC47A1 SLC49A4 SPATS2 SPIRE1 SUSD3 TGS1 TIMM9 TLN2 TRMT61A USP15 YDJC ZNF507 ZNF839 BOYLAN_MULTIPLE_MYELOMA_PCA1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOYLAN_MULTIPLE_MYELOMA_PCA1_DN BCL2L1 BLVRB CNN3 CPM EGFL6 FSTL1 KIAA1671 LHX2 PLK2 BOYLAN_MULTIPLE_MYELOMA_PCA1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOYLAN_MULTIPLE_MYELOMA_PCA1_UP ABI3BP AFP ALCAM AMY2A APOL2 APP ARHGAP6 ARMCX2 ARMCX3 ATAT1 B3GALNT1 BASP1 C3 C6orf136 CACNA1H CACNA1S CAMP CCL5 CCR2 CD177 CD3D CD9 CHIA CHST1 CP CPE CPEB3 CRYBA4 CSTA CTSG CTSW CXCR6 DDX3Y ELANE ELL2 EPCAM F2R F2RL1 FADS3 FGL2 FPR1 FSCN1 FYB1 GBP6 GIMAP4 GIMAP8 GPM6A GPR160 GRAMD1C HBA2 HDC HLA-A HOOK1 HP IFI16 IFITM3 IGHA2 IGHG1 IGKV1D-37 IGKV1D-43 IGKV4-1 IGSF6 IL18R1 IL2RB ISG20 ITGA1 ITGAL ITK JCHAIN KLRC1 LCN2 LILRB4 LPAR4 LRG1 LTB LTB4R LTF LYZ MAGED1 MFSD4A MMP9 MPO NBEA NKG7 OOSP1 OSBPL3 PAWR PGLYRP1 PLAAT3 PLIN3 PLSCR1 PRG2 PRLR PRTN3 RASGRP3 RECK RMDN2 RNASE3 S100A8 S100A9 SCART1 SELENOM SERPINA3 SLC25A24 SLFN12L SMR3A SPAG6 SPON1 STAT4 TENT5C TFEC TGFBI TMEM176A TNFRSF17 TRBC2 TRDC TRGC1 VAV3 WIPI1 XDH ZBP1 ZBTB16 ZBTB20 BOYLAN_MULTIPLE_MYELOMA_PCA3_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOYLAN_MULTIPLE_MYELOMA_PCA3_DN ABHD8 ADAM19 ANXA4 APC APOBEC2 ARHGAP21 ASB2 ATP11A B3GNT8 BST1 CAPSL CASP1 CASP7 CCND3 CEACAM1 CRYBG1 CSTF2T CTNNA1 CYSLTR1 CYTH4 DDX3Y DENND4C DNM1L ECI2 EHHADH FLOT2 GAS7 GGTA1 GSDMD GSN HEATR5B HOXC4 HSD17B13 IGLC6 IGLV8-61 IL7R IPCEF1 KNDC1 LIFR LXN MARCKS MYL9 NXPE2 PCBP4 PHKA1 PRM1 PTGR1 RAG1 RDX RELN RIN3 RSPH1 RSPH9 SH3BP1 SKP2 SLC15A2 ST3GAL5 STK3 STOM SUCLG2 TIFAB TMEM141 TNNI2 TOP2B TSPAN2 UPB1 WFDC21P ZBED4 ZCCHC14 ZNF14 ZNF700 BOYLAN_MULTIPLE_MYELOMA_PCA3_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOYLAN_MULTIPLE_MYELOMA_PCA3_UP ABCB1 ABTB2 ACOT1 ACOXL ADSS1 AIG1 AK7 ALCAM ASNS ATF3 ATXN1 BCL11B BHLHE40 CCDC126 CCDC91 CCND1 CCND2 CD69 CDC42BPB CDK6 CERS6 CKB CTSV DNAI2 EID2 ENAH EQTN FABP5 FAM221A GAREM1 GPHN GPR65 GPRASP3 GRIK1 ISL1 JUN KCNF1 KCNQ1OT1 KIAA1671 KIF13A KLF7 LAPTM4B LGALSL LINC-PINT MEI4 MT1A MT2A MTHFD2L NRIP1 OBSCN PCP4 PIK3CB PLA2G4A PLK2 PLLP PPARGC1A PRSS23 PTPDC1 RAB20 RAB30 RET RNF125 RNF43 RRAGD SERPINB1 SFMBT2 SHCBP1L SLC30A1 SLC47A1 SMAD1 TFPI TLN2 TMEM38B TRIM5 TRMT61A TRPS1 TSPAN4 UCHL1 VOPP1 XIST ZFP14 ZNF827 BRACHAT_RESPONSE_TO_CAMPTOTHECIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BRACHAT_RESPONSE_TO_CAMPTOTHECIN_DN ADPRM AK4 ALDOA ANP32E ANXA4 BAD BAK1 BCL2 BNIP3L CDK1 CORO7 EMC2 ENO1 ENO3 ESYT1 FKBP3 GAPDH GPI HIGD1A HIKESHI HMGCS1 IFITM2 IFITM3 MIA2 MT1A NDUFV3 OSTF1 PDK3 PLAC8 PPIA PSAT1 RCN1 RPL3 RSU1 SASH3 SLC25A1 SLC44A2 SSB STAT5A SWI5 TAX1BP1 TUBB BRACHAT_RESPONSE_TO_CAMPTOTHECIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BRACHAT_RESPONSE_TO_CAMPTOTHECIN_UP BTG2 C1R CARHSP1 CBS CCNG1 CD53 CDKN1A CSRNP2 EI24 GRB10 H2AJ LPIN1 LRRC2 NECTIN4 NUDCD2 PIERCE1 PMM1 SERTAD1 TMEM185A TOB1 TP53INP1 TPP1 TRAFD1 TXNIP ULK1 ZFP36L1 BRACHAT_RESPONSE_TO_CISPLATIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BRACHAT_RESPONSE_TO_CISPLATIN ABLIM1 ADGRE1 ASNSD1 BTG2 CCNG1 CD53 CDKN1A DHRS3 EI24 ISOC1 LILRB4 LPIN1 MALAT1 MDM2 NABP1 PMM1 SERPINA3 TMEM185A TOB1 TP53INP1 TXNIP VMP1 YPEL3 BRACHAT_RESPONSE_TO_METHOTREXATE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BRACHAT_RESPONSE_TO_METHOTREXATE_DN AK4 ALDOA ANXA4 BCL2 BNIP3L CORO7 EMILIN2 ENO1 ENO3 FKBP3 GAPDH GPI HIGD1A HIKESHI HMGCS1 IFITM2 IFITM3 MIA2 MT1A NDUFV3 OSTF1 PDK3 PPIA SASH3 SLC25A1 STAT5A BRACHAT_RESPONSE_TO_METHOTREXATE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BRACHAT_RESPONSE_TO_METHOTREXATE_UP ABLIM1 ADGRE1 BTG2 CARHSP1 CCNG1 CD53 CDKN1A EI24 H2AJ LILRB4 LPIN1 LRRC2 MALAT1 MDM2 NECTIN4 PIERCE1 PMM1 TMEM185A TOB1 TP53INP1 TRAFD1 TXNIP VMP1 ZFP36L1 BREDEMEYER_RAG_SIGNALING_NOT_VIA_ATM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BREDEMEYER_RAG_SIGNALING_NOT_VIA_ATM_DN ABCA1 ABHD14A ARVCF ASB10 ASPH AVL9 CACNA1H CCBE1 CENPA CLEC2D CRLF1 DUSP3 EIF2S1 FUNDC2 GFOD1 GPSM1 HIPK2 HLA-DRA HVCN1 IFT22 IMP4 IRGM JAKMIP1 KANTR KBTBD2 KLRD1 KREMEN1 LANCL1 LIFR MSH5 NAGLU NAV2 OSR2 PCBP4 PDZD2 PI4K2A PYURF RAB19 RASGRP3 RFC3 RGS18 RIOK3 RNF122 RPAP2 SCN8A SLC11A2 SLC15A2 SLPI SLX1A SMURF1 SNX10 SULT1A1 TECPR1 TF TMEM100 TRIM5 TSPAN2 ZW10 BREDEMEYER_RAG_SIGNALING_NOT_VIA_ATM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BREDEMEYER_RAG_SIGNALING_NOT_VIA_ATM_UP ACP3 ADAT2 AHCYL2 AKR1C4 BLOC1S2 C3orf14 CCND1 CCR5 CD244 CDC23 CDHR2 CNRIP1 COQ4 CRYGN CTSE DOCK7 EDARADD EHD3 ELOVL6 FAM32A GAK GH1 HGSNAT IL12A IQCF1 ISOC1 JADE1 KANSL1L KLHL14 KLHL7 KY LSM12 MAF MAFF MPP7 NOTCH2 PAIP1 PCDH11X PI4KB PIK3AP1 PJA1 PLA2G4B POGLUT1 PRELID2 RAB32 RCAN1 RNF157 SBSPON SEC23IP SGCB SH3RF1 SHFL SLC20A1 SLC5A9 SMG1 SNED1 ST6GALNAC2 THOC1 TIMMDC1 TMOD4 TXNDC15 WASF2 XAF1 ZC4H2 ZFP14 BREDEMEYER_RAG_SIGNALING_VIA_ATM_NOT_VIA_NFKB_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BREDEMEYER_RAG_SIGNALING_VIA_ATM_NOT_VIA_NFKB_DN ACAD10 ACADL ACP5 ANK3 BHLHE41 C1GALT1 CCDC126 CDK5RAP1 CENPC CITED2 CPEB2 CPNE9 CPT1A CUEDC1 D2HGDH DNAI2 ENTPD1 ESCO1 EYA1 G6PD HLA-DQB1 HLA-G IRAK4 KIF5B LSM8 MPZL2 MTDH PCTP PDXDC1 PHKA1 POMT1 RNF157 SLC44A1 SLC4A8 SSPN TAF4B TCEAL9 TGFBRAP1 TMEM254 TNK2 TRIM5 BREDEMEYER_RAG_SIGNALING_VIA_ATM_NOT_VIA_NFKB_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BREDEMEYER_RAG_SIGNALING_VIA_ATM_NOT_VIA_NFKB_UP ACER3 AKR1E2 ANXA4 BCL11A CAMK2B CIB1 CLDN34 COLEC12 CRIM1 CSGALNACT1 CSRP2 CYBB CYP2J2 DIPK1A DOCK7 DUSP16 FGGY GOLM1 HOOK1 IFT81 IFTAP IGF2BP3 IL6ST JUN KCNK6 KIF16B KIF17 LDLRAD3 LTB MAP3K8 MSRB2 NAT1 NEURL3 NFIX PEPD PKD2 PRRG4 QSOX1 RAB39A RETREG1 SELL SH2D5 SIVA1 SLC20A1 SMO SNRNP25 TCAIM THBD TMEM71 TRIM68 ZNF182 ZNF579 BREUHAHN_GROWTH_FACTOR_SIGNALING_IN_LIVER_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BREUHAHN_GROWTH_FACTOR_SIGNALING_IN_LIVER_CANCER AXIN1 AXIN2 CTNNB1 DACT1 EGFR ERBB2 FZD7 HGF IGF2 MET PIN1 TGFA TGFB1 TGFBR1 TGFBR2 BRIDEAU_IMPRINTED_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BRIDEAU_IMPRINTED_GENES AIRN APOC2 ART5 ASB4 ASCL2 ATP10A CALCR CD81 CDKN1C CMAHP CNTN3 COMMD1 COPG2 DCN DDC DHCR7 DLK1 DRD1 FBXO40 FRAT1 GATM GNAS GRB10 HTR2A IGF2 IGF2R IMPACT INS KCNQ1 KLRB1 MAGEL2 MCTS2 MEG3 MEST MKRN3 MST1R NAP1L4 NAP1L5 NDN NNAT OSBPL5 PEG10 PEG3 PHLDA2 PLAGL1 PON2 PON3 PPP1R9A QPCT RASGRF1 RB1 SCIN SFMBT2 SGCE SLC22A18 SLC22A2 SLC22A3 SLC38A4 SNRPN SNURF TH TSPAN32 TSSC4 UBE3A WT1 BROCKE_APOPTOSIS_REVERSED_BY_IL6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BROCKE_APOPTOSIS_REVERSED_BY_IL6 ACP3 ADIPOR2 AMPD1 ANAPC10 AP1S2 ARFGAP3 ATP2B4 BCL2L11 BCL3 BCL6 BHLHE40 BORCS8-MEF2B CADPS CAV2 CCL2 CCNC CD180 CD44 CD8B CDK17 CEBPB CHST15 CXCR4 DAPK1 DEPP1 DNAJA2 DNAJB9 DOHH DPM1 DUSP3 DUSP5 DYRK3 EEF1E1 EIF4E EIF5 ELL2 EPB41L2 EVI2A EVI2B FAM30A FAM3C FLOT1 FOXO3 GADD45A GADD45B GAS6 GATM GNA13 GRB2 HBEGF HCK HEG1 HNRNPU HSPA13 HSPA1A ICAM1 ID1 ID2 ID3 IER2 IFNGR1 IL6ST IRAG2 IRF1 IRF4 IRF9 JUN JUNB LDLR LITAF LPCAT4 LTBP1 MAFF MAP1B MAP3K8 MAPKAPK2 MARCKS MAZ MCL1 MSMO1 MT1H MT1X MUC1 MX1 MYLK MYO18A NAMPT NCBP2 NMI OAS1 PAN2 PDGFRA PHTF2 PIM1 PIM2 PLEKHB2 PLSCR1 PNO1 POLR3F POU2AF1 POU2F2 PRDM1 PTP4A1 PTP4A3 PTPN11 PTPRG RAD1 RALA RAPGEF4 RB1 RCN2 RGS16 RHOBTB3 RNF13 SBNO2 SF1 SGK1 SH2D2A SIK1 SLA SLC16A6 SLC2A3 SOCS1 SOCS3 SOX2 SPP1 SREK1IP1 SRPK2 ST3GAL6 STAT1 STAT3 STK17B TGIF1 TMED7 TMEM184B TMF1 TNFSF10 TPM4 TWF1 TXNDC9 VWA5A WIPI1 ZBTB11 ZFP36 ZFP36L2 ZNF101 BROWNE_HCMV_INFECTION_10HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BROWNE_HCMV_INFECTION_10HR_DN ADORA2B AHR AIMP2 AMACR ANKRD28 ANP32A ARHGAP29 B2M BDNF BLK CBLB DENND2B EEF1A1 EMP1 ENSG00000291006 ETV1 FBXL2 FRY GEMIN2 GLOD4 HOXA11 IGF2BP3 IRS1 KIF11 KLF9 METTL13 MGA MTUS1 NDUFB7 NIPBL NR3C1 NT5E NUP42 OGG1 PARP4 PCF11 PNN PNOC PRKY PTGFR RAD17 RANBP6 RBMS1 RDH11 RGS20 RHOBTB1 RIN2 RUNX1 SCN8A SETX SLC5A4 SON STAMBP TCF7L2 TTC30A ZNF23 ZSCAN26 BROWNE_HCMV_INFECTION_10HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BROWNE_HCMV_INFECTION_10HR_UP AKAP17A ANP32E ARFIP2 ASCL2 ATP6V1C1 ATRN BCL2L11 BRAF C4BPB CBLB CCL5 CCL8 CCNE2 CDC6 CDR2L CEL CGRRF1 CHRNA7 CLP1 CREM CRLF1 DIS3 DNAJB6 DNAJB9 DNAJC3 EP300 ERVW-1 FEN1 FGFR3 FKBP5 FMOD FOSB FOXJ1 FUBP1 GBF1 GBP1 GBP2 GNL1 H3C4 HCP5 HERPUD1 HIC2 IFI6 IFNA5 IL1RAP IL24 IL6 ING1 ITPR1 JUNB LIG4 LRRN3 MAP2 MBD1 MNDA MSX1 MUC7 NCF2 NFATC3 NKX2-5 NUP58 NXF1 NXT2 PBX2 PCDH9 PIGH POM121 POU2F1 PPP1R13B PRPF19 PTPRD PTPRE RGS2 RMND5A RRAD RSRP1 SERPINI1 SLC6A8 SLC7A5 SNRK SOS1 SOX5 SST SULT1A2 SUSD6 TAF13 TAF4 TAF5L TIAL1 TOP1 TRIM52 YKT6 YY1 ZNF10 ZNF177 ZNF428 ZNF473 ZRSR2 BROWNE_HCMV_INFECTION_12HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BROWNE_HCMV_INFECTION_12HR_DN ACSL3 AKT3 APEX1 ASXL1 ATP12A ATXN1 BAG2 CBR4 CDKN3 CILK1 CMA1 CRYBG1 CXCL12 DAB2 DENND2B DENND3 DHRS3 DLC1 ECM2 ERCC2 EXOC6B FGF5 FGF7 FHL2 FLRT2 FYN GABBR2 GLI3 GZMK H4C12 HMGCL HNRNPH3 ID2 IGF2 INPP5B KCNK2 KIAA1549L LDB2 LRRC17 MAMLD1 MAP3K5 MAST4 MID1 MTCL1 MYH8 NMT2 NR1D2 NREP NUP155 OGA PAFAH1B1 PAIP1 PDGFRA PLCE1 PMP22 POP1 PRIM2 PTOV1-AS2 PTP4A1 PTPRR PUM3 RABGAP1L RBMS1P1 RIN1 RIN2 RUNX1 RUNX1T1 SDC2 SERPINB1 SERPINE1 SIPA1L1 SLC12A1 SLF2 SNRPA SPAG5 SPRY1 SRSF3 SSH1 STK17A TBC1D8 TBX5 THBS2 TRAK1 TRIM2 TSPAN5 TTLL1 TUBA1A U2SURP UBE2C UBR5 UGCG VPS13B VWA5A WDR45 ZIC1 ZMIZ1 ZMYND8 ZNF415 ZNF516 ZNF623 BROWNE_HCMV_INFECTION_12HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BROWNE_HCMV_INFECTION_12HR_UP ABCB1 AGTR1 AHCTF1 ALDH3B2 ARRB2 ASNS AUTS2 B4GALT5 BMP2 BRAF BTN2A1 BTRC C18orf25 CAMTA1 CCDC86 CCK CDC40 CERNA1 CFDP1 CGRRF1 CHEK2 CXCL8 CYTH1 DFFB DLG1 EDRF1 FBP1 FEN1 FUT3 GK GNA12 GP1BB GPD2 GTF2A1 HAUS3 HOMER1 HS3ST1 HTR3A IFI44 IFI44L IFRD1 IGFBP2 IL17RA ITGA2 LIN37 LINC00869 LZTS3 MAP2K4 MAP3K13 MATCAP2 MEF2D MFAP3L MIR9-1HG MPHOSPH8 MTF1 NEFH NEFM NPIPB3 NPTX2 OAS2 OLFM1 PHACTR4 PIM2 PITX2 PLAGL2 PLSCR1 PML POLR2C PPAT PRORP RAB5C RBM38 REL RNF19B RNF40 RORA RRAGD RXRB SALL1 SF1 SLC12A2 SLC6A8 SNRK SRP19 STAM2 STIP1 STX11 SYNM TAP1 TDG TERF1 TESK2 TGFBRAP1 THEMIS2 TLE3 TLR2 TMEM265 TNFRSF17 TRAF6 TRIM21 WDR82 XAF1 ZBTB18 ZBTB43 ZBTB5 ZFY ZNF184 ZNF263 ZNF273 ZNF37A ZNF391 ZNF443 BROWNE_HCMV_INFECTION_14HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BROWNE_HCMV_INFECTION_14HR_DN ABCA2 ABCC1 ACAT2 ACKR3 ACOX1 ADA ADD1 ADD3 ADGRL2 ADH1C AGFG1 AGGF1 AHNAK2 AKAP13 ALMS1 AMOT ANXA2 AP3S2 AP4M1 APOBEC3B APPBP2 AQP4 ARHGEF17 ASL ATG5 ATP2A2 AXL BAX BCKDHB BLK BLVRB BMX BTN3A2 BTN3A3 BUB1B CA5A CAND2 CAP2 CASP1 CCDC22 CCL2 CCNB2 CDC14B CDC25B CDH13 CDH6 CEBPD CENPE CEP290 CHEK2 CHML CIT CLDN4 CLUAP1 CMAHP CPSF1 CRADD CRYBG1 CXCL13 CYP1B1 CZIB DDX17 DELE1 DENND2B DENND3 DESI1 DHFR DIAPH2 DKK1 DMAC2L DST DTNA DTYMK DYNC1I2 DYNC2LI1 DYRK4 EEA1 EGFR EIF3A EIF3J EPPIN ERBB2 ERCC2 ERCC6 ERG28 ERLIN2 ETFB ETV1 EXT1 FAH FARS2 FAS FGF13 FGF2 FGF7 FOXF2 FSCN2 G0S2 GALE GAS1 GINS1 GJA4 GLOD4 GLRX GLT8D1 GNG11 GPSM2 GRK5 GSTT2 GSTT4 H2AC13 H4C3 H4C9 HAS2 HIC1 HIPK2 HLA-DOA HMBS HMMR HNRNPDL HNRNPU HOXA11 HOXB1 HSPA4 HSPB3 IL12B INPP4B IRF2 IRS1 ITGA2 ITGA3 ITPKA JADE2 JCAD LAMC2 LDLR LIMK2 LMNA LPAR1 LPXN MAGEA10 MAP2K5 MARCKS ME3 MECOM MET MGMT MICAL2 MIPEP MLH1 MMP16 MMP3 MNAT1 MPI MRPS31 MT1A MT1E MT1F MTCP1 MTIF2 MVP MYO10 MYO1B N4BP3 NDC80 NDUFAF1 NDUFB7 NDUFS2 NEK1 NEUROD1 NIPAL3 NIPBL NIT1 NLGN4Y NLRP1 NNMT NORAD NOTCH2 NPTX1 NR1D2 NR1H3 NUMA1 OCA2 OLFM4 PAPSS2 PARP4 PCLAF PDE1C PDE4DIP PDE5A PDGFRA PDPN PEX6 PIGCP1 PIK3CD PLA2G5 PLAU PLAUR PLCD1 PLEC PLPP3 PRKAB2 PRKCE PRRX1 PRSS12 PSMB10 PSMD4 PSMG1 PTGER1 RAB1A RAB27B RAD50 RASA2 RBM10 RBMS3 RBPMS REV3L RGS20 RHOBTB3 RIOX2 RIPOR2 RORC RRAS RRAS2 RUFY3 S100A3 SERPINE1 SGCB SGCD SGSM3 SIPA1 SIRPA SKIC2 SLC10A2 SLC14A2 SLC16A2 SLC24A1 SLC25A12 SLC6A15 SLITRK5 SMAD3 SMAD6 SMARCE1 SMS SOCS1 SPAG9 SPN SPTB STAMBP STC2 STON1 SYNE1 SYNJ2 TAF1B TCF7L2 TERT THBS1 THPO TIA1 TIAL1 TJP1 TK1 TM7SF2 TMCO6 TOX TP53I3 TPM2 TRAF3IP2 TRAF3IP3 TRAK1 TRIO TTF2 TUBA3C TULP3 UBL3 UNC93A VAMP4 VEGFC VPS41 WNT5A WWP2 ZCCHC24 ZFP36L1 ZFP36L2 ZFR ZKSCAN1 ZNF135 ZNF205 ZNF7 ZNRF4 BROWNE_HCMV_INFECTION_14HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BROWNE_HCMV_INFECTION_14HR_UP ABCC5 ADNP2 AGTR1 ALAS1 AMD1 ANP32E APOE AQP3 ATF2 ATP6V0B ATP6V1C1 BAZ1A BCL7B BMP6 BRMS1 CALCRL CBARP CCDC93 CCNA1 CCNE1 CCNE2 CCNF CDC6 CDK2 CDR2 CDS1 CEBPG CEP43 CERS6 CGRRF1 CLINT1 CPA3 DBF4 DCTN5 DDX39A DDX3X DDX3Y DLX2 EIF4A3 EIF4EBP3 EPHA4 ERVW-1 ETV5 EYA4 FAM161A FEN1 FICD FMO1 FOS FOXK2 FZD5 GAGE1 GAPVD1 GCLC GCLM GLA GP5 GPM6A GRPEL1 H2AC8 H2BC11 H3C4 HERPUD1 HES1 HINFP HIPK1 HLA-F HMOX1 HOXB2 HYAL2 ING1 IP6K1 ISG20L2 JMJD6 KLHDC10 KLHL18 KNG1 LEF1 LUC7L3 M6PR MAPK8IP2 MARCKSL1 MAX MED1 MNDA MORC3 NDEL1 NEU1 NFATC3 NTS NXF1 PDIA4 PNN PNO1 POLE3 POLR2H POT1 PPFIA1 PPM1D PPP2R2A PRPF3 PRPF4B PRUNE1 PTGDS RBM14 RCC1 RCHY1 RGS19 RPIA RSRP1 SAFB2 SIAH2 SLC39A14 SLC7A5 SMG7 SMURF1 SNHG29 SPAG1 SRRT SULT1A2 SYNE2 SYNJ1 TAC1 TAF1A TAF5 TAF6L TARS1 TENT4A TFEC THUMPD1 TIAM1 TIMM44 TOP1 TRIM23 TSC22D3 TSFM TSPYL2 UBE2M UBE2S UBN1 UPF1 UPF2 USP1 USPL1 VCP ZBED4 ZNF143 ZNF20 ZNF200 ZNF202 ZNF204P ZNF230 ZNF263 ZNF266 ZNF410 ZNF44 BROWNE_HCMV_INFECTION_16HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BROWNE_HCMV_INFECTION_16HR_DN ACAA2 ACADVL ACY1 ADAMTS2 ADH1A ADH1B ADH5 ADIRF AKR1C3 ANKRD1 ANPEP AP4S1 APOBEC3C ATP13A3 ATP2B4 C14orf132 CACNA1E CAMK1G CHN1 COG4 COL13A1 COL1A1 COL1A2 CSH1 CSNK1G2 CXCL9 DCLK1 DHRS3 DIP2C DNASE1L1 FABP3 FBXL2 FBXO21 FGF2 FILIP1L GDF10 GFAP GJA1 ID2 IFT88 KIAA0930 LMNA MACF1 MAGI2 MAP2K6 METTL7A MPG MT1B MT1H MVD MXD4 NAAA NDP NR1H3 NRP1 PBX1 PDCD4 PDLIM7 PLEC POLD2 PTX3 RBPMS RHOBTB3 ROR2 RUNX1 SEMA3A SEMA5A SERPINB6 SERPINH1 SLC16A5 SLC35E2B SLIT2 STMN2 SVIL TGFBR3 THBS1 TMEM187 TPM1 TRAM2 TSHB UBE2C WNT5A ZFP36L2 BROWNE_HCMV_INFECTION_16HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BROWNE_HCMV_INFECTION_16HR_UP ABCB1 ABHD3 ACSM3 ADAMTS3 AKAP8L ALDH3B2 ALKBH1 ANGEL2 ANKRD40 ARFGEF2 ARFIP2 ARHGEF5 ARL4A ATP7B ATRN B3GALNT1 B3GALT5 BAK1 BAP1 BLMH BMP2 BPGM BRAF BTG3 BTRC C18orf25 CAMSAP1 CCNC CDC40 CDC5L CDC6 CDKL5 CHD1 CLCN5 CLPX CREM CRLF3 CTSV CYRIA DCAF7 DDX10 DDX21 DFFB DHX8 DLG1 DLG3 DNAJC24 DOHH DR1 DTNB DUSP7 DYNC1I1 E2F5 E2F6 EED ENO2 EPHA2 ETFDH EXPH5 FAM169A FAM234B FKBP5 FUBP1 FXR2 GABRE GATM GK GNA13 GNL2 GP1BB GPR37 GPX3 GTF2B H2AC18 HLA-DPB1 HLTF HSPA12A HSPA2 HSPA4L IFI44 IFI6 IFNA5 IFNGR1 IGSF3 IL27RA INA INPP5F IREB2 ISL1 KCNH2 KCNK1 KHDRBS3 KLHL23 KPNA5 KPNA6 LAMP3 LIN37 LYN LZTS3 MAOA MAP3K13 MAT2A MED6 MLF1 MOAP1 MPHOSPH8 N4BP2L1 NACAD NAT1 NECAP1 NEFM NFE2L3 NHERF1 NPTX2 NR2C2 NR4A3 NUP153 NUS1P3 NXT2 OLFM1 PAK3 PALS2 PAQR3 PARM1 PCGF3 PDE4D PDLIM3 PGM3 PIP5K1A PLAAT4 PLCL1 PLEKHB2 PLS1 PLSCR1 POLR2H POP7 POU2F1 PPFIA1 PPP1R2 PPP2R5B PRKACA PRKCD PRKD3 PRPF19 PRPF4 PTGER2 PTHLH PTPN11 PTPN21 PTPRE PTS RAB5A RAD51C RAF1 RAP2A REL RFK RFXAP RGS3 RMND5A RND2 RNF19B RNF2 RNF40 RORA RRP12 RUNX3 SAP30 SEC23IP SETD2 SFMBT1 SIKE1 SLC15A2 SLC16A1 SLC25A13 SLC30A4 SLC6A8 SLC7A1 SMG1 SNRK SOCS2 SON SOS1 SRSF10 SSR1 ST7 STARD3 STBD1 STIL SUZ12 TAF13 TBC1D12 TCHH TESK2 TEX30 TFRC THAP11 THAP12 TMEM268 TMF1 TRAF3 TRIM33 TRIM52 TTBK2 TTF1 TUBGCP4 USP6NL VEGFA VLDLR WDR47 WDR82 WHAMM YAF2 YKT6 ZBTB1 ZBTB33 ZBTB6 ZFY ZNF131 ZNF273 ZNF37A ZNF45 ZNF593 BROWNE_HCMV_INFECTION_18HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BROWNE_HCMV_INFECTION_18HR_DN ABCA8 ACOX2 ACSM3 ACTA1 ADAM12 ADD3 ADH1A ALDH3B1 ALDH7A1 ALDOB ANGPT1 ANGPTL2 ANXA2 APRT ARHGAP1 ASL AXL B2M BTBD2 CA12 CACNA1A CARM1 CAVIN1 CBFA2T3 CCDC85B CCDC88C CD44 CD5L CDC42EP2 CDH6 CEMIP CEP250 CGB3 CIRBP CLIP3 COL3A1 COL6A1 COL6A2 CRHBP CTIF CTSO CZIB DDT DEFA1 DENND3 DHFR DHRS12 DMAC2L DST DUSP1 EMILIN1 EPHB6 EPHX1 EPPIN EPX ERVK-28 ETV6 EXT1 FADS1 FAH FGF13 FGF8 FKBP8 FYN GAS2 GAS6 GATD3 GLI3 GNG11 GP9 GPR171 GPR176 GREM1 GSTA4 GSTT2 GUCY1A2 HOXB1 HSD17B2 ID1 ID2 IFNG IGF2 IGHV4-34 INSIG1 IRS1 ITGAM KCNF1 KCNK2 L3MBTL1 LINC01565 LOXL1 LPCAT4 LRRC17 LRRC32 MAP2K5 MAZ MEGF8 MSC MT3 MYC MYLK NDUFB7 NIPAL3 NME3 NUMA1 OBSL1 OCA2 OGG1 OPLAH P2RY10 P3H3 PAMR1 PCGF2 PCYT2 PDGFRB PDPN PLCD1 PLXNA3 PLXNB1 PLXND1 PMS2P2 PNLIP PNOC POLD4 PRKACG PRKCB PSG6 PSMB10 PTEN PTGER1 PTGIS PTPRD RAB3B RAC2 RAD23A RASA4 RBMS3 RBPMS RDH5 RECK RFX1 RIN2 RPS6KA2 RRAS S100A1 SEMA5A SFPQ SGCD SHH SLC22A18 SLC9A3 SNX17 SOCS1 SRI SSPN SURF1 TBCD TEAD1 TGFB1I1 THBS1 THBS3 TKT TNFRSF11B TNIP1 TNS2 TPM4 TRAK1 TRIOBP TTLL1 UGT2B7 UROS VAMP4 VAMP5 VASH1-AS1 VCAN VDR WNT6 WWP2 YLPM1 ZFPL1 ZFR2 ZNF688 BROWNE_HCMV_INFECTION_18HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BROWNE_HCMV_INFECTION_18HR_UP ABCC5 ADCY1 ADGRL1 AGO2 AKAP10 AMD1 ATF2 ATP8A1 BAZ1A BHLHE40 CAPN7 CASP2 CASP6 CBLB CCK CD2AP CD83 CDC27 CDC5L CDK2 CDO1 CDS1 CEP43 CFDP1 COIL CREBZF CREM CXADR CXCL8 CYP19A1 CYP2E1 DCP2 DDX18 DHX30 DLG4 E2F3 E2F5 ENPP4 ERBB3 ERF ETV5 EYA4 FAM168A FGF9 FNBP1L FOXA2 FXR1 GAP43 GAPVD1 GOSR2 GPC4 GPRC5B GSR HELZ HLTF HSD17B6 HSF2 HSPA6 IL12A IL15 IL1RL1 IL1RN KATNA1 KCNS3 KCTD2 KHDC4 KIF3A LAMA5 LYN LYSET M6PR MAGOH MAN2A2 MCM3 MED13 MET MINAR1 MITF MKLN1 MORC3 MPHOSPH9 MRAS MTHFD2 MYOZ3 NCF2 NEK4 NELFA NF1 NFKBIA NOP16 NPY1R NUP98 OCLNP1 OVGP1 PAK3 PARP2 PCGF3 PDIA4 PEG3 PEX11A PIK3R3 PKIA POLR2H PPFIA1 PPM1A PPM1G PPP1R2 PPP1R26 PPP3R1 PRKAA2 PTHLH PTPN3 RAB27A RAB33A RASGRP1 RBBP4 RETREG1 RFC5 RIF1 RO60 RPP30 RSBN1 RUBCN RUNDC3B RXRB RXYLT1 SAR1A SEC23B SEC23IP SEC24A SERPINB8 SH3GL3 SLC1A4 SLC25A13 SLC25A4 SLC29A2 SLC39A7 SMG7 SNX27 SORCS3 SPAST SPTSSA SS18L1 ST7 STARD8 STX6 TAP1 TERF1 TGDS THOC2 TLE3 TM4SF1 TMPO TNFRSF17 TOPBP1 TOR1B TP53BP2 TRAF3IP1 UBFD1 UPF1 UTP20 WNT11 WWP1 ZFP37 ZFX ZHX2 ZNF230 ZNF473 ZNF536 ZNF821 ZW10 ZWINT BROWNE_HCMV_INFECTION_1HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BROWNE_HCMV_INFECTION_1HR_DN ACHE AGGF1 AGO2 AGTR2 AKAP10 AKT3 AMOT ARHGEF12 ATF1 ATF7 B3GALNT1 B4GAT1 BBS4 BCKDK BCL6 BCS1L BLK BRS3 BTC BTN3A3 CACNA1E CACNB2 CBY1 CCDC22 CCL23 CCNB1 CCNE1 CDK5 CDKN1B CDR1 CENPX CGGBP1 CHML CLCN6 CLDN4 CLDN7 CLDN8 COL11A2 CSF2RB CTPS1 CUBN DCAF7 DCC DDIT4 DDX23 DFFA DHX30 DHX57 DLG4 DPH1 DUSP9 DYNC1I2 DYRK2 DYRK4 E2F1 E2F4 EDDM3A EMG1 EPX ERI3 ESM1 ETFB ETFDH ETS1 F2RL1 FABP2 FAM168B FCMR FGF8 FOLR2 FRMPD4 GABBR1 GABPB1 GCNT1 GDF11 GDF5 GGA3 GHRHR GPD1 GPR19 GRIN1 GSTT1 GTF2E1 H2BC11 H4C9 HERC3 HIC2 HIPK2 HLA-DPB1 HMGCL HOMER1 HOXA9 HRAS HSPA4 ICA1 IFT88 IGHV1-2 IMP4 INHBA IQSEC2 JMJD6 KAT8 KATNB1 KIF14 KNTC1 KRR1 KYNU LIN37 LYRM9 MAD1L1 MAN2B2 MANBA ME3 MGMT MGRN1 MIR483 MLLT11 MMP16 MORC2 MPDU1 MPPED2 MT1A MTM1 MYB MYBPC3 MYF5 MYL5 NAA80 NAT2 NCAPH2 NDUFB7 NGF NMNAT2 NUP42 OCA2 OMG PAK1 PAX2 PCSK7 PHKA1 PIAS3 PIGQ PIP PLA2G5 PLCB4 PMS2 PMS2P3 POLD2 POLG POU6F1 PPARD PPARG PPFIBP2 PPIH PRPH2 PRRC1 PSCA PSMB8 PSMD13 PTGDR2 PTGER1 PTPRR RABGGTA RBM6 RDH11 RER1 RIF1 RNF216P1 RUNX1T1 S1PR1 SBF1 SCN8A SEC16A SERPINA5 SERPINB10 SIX1 SKIL SLC11A1 SLC16A2 SLC16A5 SLCO2A1 SMAD5 SPAG9 SPN SPOP SRGAP2 SRPX2 SSH1 SUPT7L TAF1B TBXA2R TERF2 TFR2 TH THOC1 TLX2 TMCO6 TOX4 TRAC TRPC2 TSPY1 TTF2 TXN2 TYRP1 UCKL1 UTP25 UTY VASH1-AS1 WSCD1 WT1 WT1-AS XCL1 XYLT1 ZBTB18 ZFYVE9 ZNF135 ZNF174 ZNF710 BROWNE_HCMV_INFECTION_1HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BROWNE_HCMV_INFECTION_1HR_UP AFF2 ATP2B2 ATP2B4 BCL2L11 BFSP2 BRD3 CHST1 CLGN CXCL1 CXCL2 CXCL8 DEFA6 FGFR3 FSCN2 FUT9 GPR18 GRIA1 HLF HTR7 IGF1R IGFBP5 IL24 IL6 IL6ST KLHL23 MAZ MBTPS2 MFAP3 MT4 NDST1 NFIA NR4A1 ONECUT1 PCDH7 PMP2 POU1F1 PPP1R13B PTPN11 RASGRP1 RET SEMA3D SIK1 SOX5 STUM TBX5 TFRC TLL2 UBE2B VAT1 WIZ ZBTB22 BROWNE_HCMV_INFECTION_20HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BROWNE_HCMV_INFECTION_20HR_DN ACAA1 ACO1 ACP3 ADD3 ADIRF AHR AKT3 ALDH6A1 ANXA1 ANXA2 ANXA2P1 ATP13A3 ATP2B1 ATXN10 AXL BBS4 BICC1 BUB1B CAP2 CCN2 CHMP2A COL1A2 CRADD DENND2B DIAPH2 DNASE1L1 DST ECH1 ETHE1 F2R FARP1 FBXL2 FGF2 FILIP1L FOLR3 FRY FST GBE1 GLRX GSTO1 H4C3 HMBS HMMR IGF2BP3 ITGA3 KIAA1549L KRT34 LILRA1 LPP LRRC15 LTBP1 MACF1 MAP3K5 MBNL1 ME3 MGLL MIR3648-1 MT1B NMT2 NQO1 NR1D2 OGA PCLAF PDE4B PKIG PMP22 PTGFR PTPN13 RABGAP1L REV3L RGS4 RHOBTB1 RHOBTB3 RND3 ROR2 RRAS2 RUNX1T1 SEPTIN11 SERPINB2 SIPA1L1 SLC22A4 SLC35E2B SRPX2 SVIL SYNE1 SYT11 TBC1D8 TFPI TGFBR3 TMCO6 TMEM158 TNFRSF14 TNKS TPD52L2 TRAF3IP2 TRAM2 TRIM2 TRIM22 TRIO VCL VPS41 WIPI1 BROWNE_HCMV_INFECTION_20HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BROWNE_HCMV_INFECTION_20HR_UP ABAT ABCB1 ABCF3 ADAMTS3 AHCTF1 AKAP8L ALAS1 APOE ARFIP2 ARHGAP32 ARHGAP44 ATP1A3 ATRN ATXN2L ATXN7L3B B4GALT5 BAK1 BAP1 BCL7B BRAF BRD2 BTRC C18orf25 C4BPB CA2 CASP7 CBARP CBX4 CCDC181 CCNC CCND3 CCR1 CDC34 CDC5L CDK20 CDK2AP2 CDKL5 CDKN2B CDR2L CELF1 CGGBP1 CHMP7 CHST10 CHST2 CLGN CLOCK CLUH COL2A1 CYRIA DDX52 DFFB DLX2 DNAJA1 DOCK3 DOHH DUSP3 DUSP7 DUSP8 E2F6 EDA EED EFNA4 EFNB2 ELK4 EN2 ERBB3 ERC2 ERF ERP44 ETS2 EYA2 FOXO1 FRRS1L FURIN FXR2 GAB1 GAS7 GBF1 GNA13 GNAZ GNL1 GOSR2 GP1BB GPR37 GSTM3 GTF2A1 GUCY1B1 H2AX H3C10 HCN2 HES1 HSPA2 HUS1 HYAL2 IFNA5 IGFBP2 IL27RA IMPA1 INPP1 IREB2 KCNH2 KHDRBS3 KIF5C KPNA6 LCN2 LYN LZTS3 MAP2K4 MAP3K13 MAP3K3 MAPT MARK2 MED6 MLXIP MPDU1 MPP2 MSX1 MTF1 MUC7 NACAD NEFL NFATC1 NFATC3 NFKB2 NKX2-5 NR4A3 NRGN NTRK2 OAS2 OGFR PAK3 PANK3 PBX2 PCDH9 PCDHGA12 PCGF3 PDE4A PDK3 PGM3 PIP5K1B PLAAT3 PLAGL2 PLCL1 PML POT1 PPARA PPP2R5B PRKACA PROX1 PRPF19 PRPF4B PTPN11 PTPN21 PTPRB PTPRD PTPRE RAB5A RABGAP1L RAP2A RAP2C REL RELA RET RHOB RNF126 RNF19B RNF40 RUNX3 SAFB2 SEPHS1 SEPTIN4 SH2B2 SIAH2 SIKE1 SLC22A5 SLC25A20 SLC6A6 SLC6A8 SMARCD2 SMG1 SNRK SOX5 SRRT SRSF3 STARD3 STIMATE SULT1A2 TAF6L TEAD4 TEX30 TFDP2 TFEC TFRC TGFBRAP1 THOC1 TIAM1 TMPO TMSB15A TOE1 TOX3 TRIM21 TRIM26 TRIM33 TRIM52 TRMU TSR1 TTBK2 TUBA4A UBE2H UBE2M UBE2S UBE3A USP6 USP6NL VEGFA WASL WWC1 XAF1 YLPM1 ZBTB18 ZBTB43 ZBTB5 ZFY ZNF101 ZNF131 ZNF202 ZNF204P ZNF263 ZNF267 ZNF273 ZNF37A ZNF391 ZNF41 ZNF593 ZPR1 BROWNE_HCMV_INFECTION_24HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BROWNE_HCMV_INFECTION_24HR_DN ABCA8 ABCC1 ACOX1 ACSM3 ACTA2 ALDH1A1 ANGPT1 ANXA4 AP3S2 AP4S1 ARHGEF9 ATP5PD B2M B9D1 BACH1 BIRC5 BLK BNIP3L BST1 BTG1 BTN3A3 CA12 CALD1 CAV1 CCN3 CCNG1 CD44 CD59 CDH13 CDKN1A CDON CEMIP CFLAR COL13A1 COL5A2 COL6A3 COL8A1 CPS1 CRIM1 CROCC CTSO CXCR2 DBP DDAH1 DDX17 DIAPH2 DNMBP DRD3 DST ECI1 ERCC2 ERVK-28 EXT1 FADS1 FBN1 FBN2 FDPS FGF1 FGF8 FIG4 GAS6 GDF10 GJA4 GPR176 GRIA3 GRIK2 GSTT1 HIPK2 HOXA11 HOXA9 IFITM1 IGFBP3 IGFBP5 ITGA2 KCNMA1 KIAA0930 KIT LAMA4 LAMC1 LGALS3 LPAR1 MEST MGMT MGST3 MMP1 MTMR11 MXD4 MXRA5 MYH8 N4BP3 NIPAL3 NR1H3 OAZ1 OLFML1 PAMR1 PARVA PDE1C PDGFRB PDLIM7 PKLR POLR3G PRIM2 PRKAB2 PRKCA PRKG1 PRSS23 PTEN PTPN13 PTPRM RAB4A RDH5 RECK RHOA RIN2 RIPOR2 RPS6KA2 RRAS2 S100A10 S100A4 SEMA3C SEMA5A SEPTIN11 SGCB SLC14A1 SLC16A2 SLC16A4 SPAG5 SSH1 SSPN SUCLG2 TAF1B TEAD1 TGFBR2 THBS1 TIMP3 TKT TM7SF2 TMEM187 TP53I3 TPM2 TRAPPC12 UBB UROS VWA5A YLPM1 BROWNE_HCMV_INFECTION_24HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BROWNE_HCMV_INFECTION_24HR_UP ABAT ABHD2 ABLIM1 ADARB1 ADGRG2 ADGRL1 AGL AGO2 AK4 ALDH1A3 APEX2 ATP1B2 ATP6V0A1 ATP8A1 BAZ1A BHLHE40 BID BLMH BRINP1 BRMS1 CAMK2G CD83 CDC5L CDK2 CHKA CHRNA5 CLPTM1 CLTB COIL CREM CSPG5 CTDP1 CXADR CXCL2 CXCL8 DTNB E2F3 E2F5 EEF1A2 EPCAM EPHB2 ETV5 F2RL1 FGF9 FKBP1A FKBP4 FOXA1 FZD5 GAL GLS2 GORASP1 GPR18 GRPEL1 GYG2 HLTF HTR7 ICAM1 IFI6 IL17RA IPO13 KBTBD11 KEAP1 KHDC4 KMT2B KNG1 LRP8 MAP3K9 MASP2 MCM5 MCM7 ME2 MED22 MERTK METTL3 MSI1 MTF2 MYOZ3 N4BP1 NELFA NEO1 NFATC2IP NFKBIA NPTXR NR4A3 NUP98 OCLNP1 OLFM1 PAK2 PARP2 PCGF3 PDIA4 PDYN PHF8 PLEK PLXNA2 POU2F1 PPM1G PPP3R1 PRIM1 PSMD3 RAB27A RAB33A RAB5C RAB6B RALGAPA1P1 RASGRP1 RORA RRM2 RXYLT1 SEC23B SF1 SH3GL3 SLC17A7 SLC25A4 SLC29A1 SNRPA1 SNRPB SPR SS18L1 ST7 STAT5B SYNGR2 SYNGR3 TACR3 TAF5L TBXA2R TERF1 TESK1 TFF3 TGIF2 TMEM109 TMEM265 TNFRSF17 TOMM40 TRAF3IP1 TRIP10 TSC22D4 TSFM TSPAN9 TSPYL5 UCP2 UNC13B WNT11 ZHX2 ZNF195 ZNF536 BROWNE_HCMV_INFECTION_2HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BROWNE_HCMV_INFECTION_2HR_DN ABCC1 ANXA2 AXL BIRC5 CDC42EP2 CDKN1B CENPA CENPE CENPF COL13A1 CYP2J2 DGKE DST DUSP6 ERCC6 F3 GCDH H1-2 IFIT2 IGFBP5 ITGA2 ITGA3 ITGA6 KIF23 KRT19 LPXN MAB21L1 MMP3 MYC NAP1L1 NPTX1 PAK2 PLAUR PRIM2 PTPRR RAB3B RAD23A SERPINE1 SGK1 SNAI2 STIP1 TCP11L1 TK1 TNP2 TPM2 TTC9 UBE2C YLPM1 BROWNE_HCMV_INFECTION_2HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BROWNE_HCMV_INFECTION_2HR_UP ADCY1 ADH1A ADH1B ADH1C APOE ATF3 ATP1A2 CFD CHRDL1 COL21A1 CXCL3 CXCL8 DAZL DHRS3 ECM2 ECPAS EGR1 ELANE ERP44 FOS FYB1 GCH1 ICAM1 IGF2 IRF1 MAP3K8 MFAP4 N4BP2L1 NFKBIA NR4A1 NR4A2 NR4A3 PTGDS RARRES2 RGS2 SLC29A1 SNED1 SSX2 TMEM265 VWA5A BROWNE_HCMV_INFECTION_30MIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BROWNE_HCMV_INFECTION_30MIN_DN ABCA4 ACTN2 ALMS1 ATG5 AURKA AXL BCAS1 BRCA2 BTN3A2 CASP6 CBFA2T3 CDC40 CDC42 CDH13 CDK1 CEL CENPE CHL1 COLEC10 CSH1 CUBN CXCL6 CYP4F2 DDX17 DENND2B DHFR DLGAP1 DMXL1 DSP DST DUSP2 DUSP4 EEA1 EEF1A1 EPB42 FAM169A GALK2 GJA1 GJA4 GLB1L2 GLMN GLOD4 GNRH1 GPSM3 GRIA3 GRM5 GSAP GSTT4 GZMK HMBS HOXD3 IFNG IL9R IPO8 ITGB2 ITPKA ITSN2 JPT2 KALRN KCNF1 KIFC1 KLRK1 KNOP1 LAPTM5 LINC00869 LMO7 LRP8 LRRC17 MAGEA2 MALL MAPKAPK5 MIOS MIR3648-1 MMP3 MOGS MUC4 MUSK NCAPH NFYA NLRP1 NOVA1 NR1H3 NTSR1 OLIG2 OPHN1 OPRK1 ORC4 OTC P2RY10 PAEP POLR1F POLR2D PPFIA2 PRKAB2 PRKAR2B PRSS3P3 PTH PTP4A1 PTPN21 PVALB RABGAP1L RAG2 RALGPS1 RANBP6 RCC1 RER1 RFX1 RGS3 RHCE RIPOR2 RO60 RPSA RSRP1 RUBCN RUFY3 SAA4 SHC2 SIRPA SLC12A1 SLC25A12 SLC6A15 SOCS1 SSTR4 SSX5 SUCO SZRD1 TAF13 TGM3 THPO TJP1 TMEM186 TNFRSF1B TNFSF11 TRAF3IP3 USPL1 VAPB VAV1 VDAC1P3 VWA5A XCL2 ZNF124 ZNF142 ZNF205 ZNF749 ZSCAN12 BROWNE_HCMV_INFECTION_30MIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BROWNE_HCMV_INFECTION_30MIN_UP ADH1A AJAP1 ALB APBA2 APOM ASPA BICDL1 BTF3P12 C4BPB CAMK2G CAV3 CBARP CD38 COL2A1 COL6A1 COL6A2 CTNNA2 DCTN5 DUSP1 EGR2 EGR3 EYA4 FAM13A FOS GC GPX3 HSF2BP IFI27 IFNAR2 JUNB KITLG KRT37 LCN2 MIR9-1HG NFATC3 NPIPB3 PDYN PLXDC1 POT1 PTK2B PTK7 RGS6 RHOB SIX6 SMARCD2 SOCS3 ST8SIA3 TFEC THBS1 TSFM TSPY2 VEGFD ZER1 ZFP36 BROWNE_HCMV_INFECTION_48HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BROWNE_HCMV_INFECTION_48HR_DN ABCA4 ABCA6 ABCB6 ACACB ACADVL ACHE ACP3 ACTG1 ACTR1B ACY1 ADAMTS2 ADCYAP1R1 ADD1 AGTR2 AKR7A3 AKT3 ALDH6A1 ALMS1 ANK1 ANXA2 AOX1 AP4M1 APRT AR ARHGAP6 ARHGEF11 ASPH ATG13 ATG5 ATOSB ATP2C1 ATP2C2 ATRX ATXN3 BCHE BCKDK BICRAL BRSK2 BSCL2 BTBD2 BTN3A2 C1orf21 C2orf27A C3AR1 C8G CA12 CACNA1A CACNA1C CALR CAMP CAPNS1 CAVIN1 CBY1 CCDC22 CCDC85B CCL23 CCL27 CCND1 CD151 CD1E CDC14B CDC40 CDC42EP2 CDH16 CDH6 CDR1 CEL CELF2 CEP162 CEP170B CETN2 CFH CHEK2 CHML CHST3 CLCA1 COL11A1 COL16A1 COL6A1 COL6A2 CORO1A CPSF1 CPSF6 CRABP2 CRHR2 CRMP1 CSH1 CSRP2 CTBS CUBN CXCL12 CXCL13 CXCL6 CXCR2 DCTN1 DDIT3 DDR2 DENND2B DGCR6 DHFR DHRS1 DLGAP1 DLGAP4 DMAC2L DMXL1 DOK1 DPP4 DTNA DUSP1 DUSP9 DYNC1I2 DYRK2 DYRK4 ECM2 EEA1 EFEMP1 EFEMP2 EIF2AK1 EML2 EMP3 EMX2 EN2 ENPP1 ENPP2 ENSG00000291006 EP400 EPAS1 EPB42 ERBB2 ERLIN2 ESM1 ETV1 FADS1 FADS2 FADS3 FAM168B FAP FARP2 FBLN5 FCMR FGF13 FGFR1 FKBP8 FKBP9 FLNA FLT3LG FN1 FOLR2 FOXI1 FOXO3 FPR2 FRMPD4 FZD2 GABPB1 GABRA1 GALE GAMT GCDH GDF10 GDF11 GFAP GHRHR GJA1 GJC1 GLB1L2 GOLGA2 GOLIM4 GPR12 GRM8 GZMK H2AC16 H4C9 HAS2 HBB HBZ HMBS HNRNPU HOXD3 HRAS HSPA4 HSPB6 HSPG2 HYAL1 IDUA IFI35 IFITM2 IFNG IFT20 IFT88 IGFBP3 IGFBP4 IGFBP5 IGFBP6 IGHV1-2 INHBA INSL3 IPO8 IQSEC3 ITGA3 ITGA4 ITGB2 ITPKA JCAD JUN JUND KAT6B KCNK3 KLHL9 KRT5 LAMA2 LAMB1 LAMC2 LGALS3BP LHCGR LIMK2 LIMS1 LIPA LMO7 LMOD1 LOX LOXL2 LPIN1 LPP LTBP2 LY6E LYRM9 LZTS3 MAGEA10 MAGEA12 MAN2B2 MANBA MAP1B MAP2 MAP2K5 MAP2K6 MAPK11 MAPK14 MAS1 MASP1 MATN2 MAZ MBOAT7 MDFIC MEIS3P1 MGRN1 MICAL2 MLH1 MLN MMP16 MMP3 MOCS3 MOXD1 MPG MSC MT1G MTA1 MTMR11 MTR MUC1 MUC6 MVD MYB MYBPC3 MYF5 MYH11 MYL9 NAP1L1 NAP1L3 NCK1 NCR1 NDUFA6 NEK1 NEK7 NFASC NFATC4 NFIB NGF NISCH NIT1 NKTR NMNAT2 NORAD NPIPB3 NR1H3 NTRK2 OCA2 OLFML2A OPN1SW OPRD1 OPRK1 OR1E1 OR2H2 OSMR P2RY10 PAX2 PAX4 PBX1 PCDH1 PCF11 PCGF2 PCK1 PCSK7 PDGFRL PDIA5 PEMT PER2 PHF20 PIGCP1 PIK3R3 PIP PIR PKMYT1 PLA2G6 PLAUR PLCD1 PLP1 PLXNC1 PMS2 PNOC PON1 POSTN PPARG PPP2R3A PPP6R2 PRAF2 PRAMEF1 PRKAA1 PRKD3 PRMT2 PRR3 PRRG2 PRUNE2 PSCA PSG11 PSG3 PSG4 PSMB8 PTGDR2 PTGER1 PTGIR PTP4A1 PTPN11 PTPN21 PTPRD PTPRO PVALB PYY RAB2A RAB3B RAB5B RAD52 RAG2 RAI14 RAP2A RASA4 RASGRP2 RBM15B RBMS1P1 RBPMS RCAN2 REEP5 RENBP RER1 RFX1 RHOQ RIF1 RIOX2 RNASE4 RNF10 RNF19B RNF216P1 RNF41 RNH1 ROM1 ROS1 RPL23 RPL29P17 RRAS2 RS1 RUFY3 RUNX1T1 S100A13 SAA4 SAMD14 SDC1 SDC2 SEC16A SELENOP SERPINB10 SERPINB7 SERPINH1 SGCD SGSM3 SH2D1A SH3BP2 SHC2 SIGLEC6 SIX1 SKAP1 SLC12A1 SLC13A3 SLC16A5 SLC16A7 SLC22A18 SLC6A3 SLC7A1 SLC7A7 SLCO2A1 SNED1 SNX29 SOCS3 SPG7 SPP1 SPPL2B SPRYD7 SPTB SRI SSPN SSX2 STAT1 STK17A STK25 SULF1 SVEP1 SYCP1 TAF1 TAGLN TBC1D9B TBCD TCF3 TCTA TDRD3 TEP1 TGFB1I1 TGFBI THBS2 THBS3 TJP1 TK2 TMCO6 TMEM109 TNFSF11 TOX4 TPM4 TRAF3IP3 TRAK1 TRAPPC6A TRIO TRPC2 TSPAN31 TSPAN6 TTC30A TTN-AS1 TULP3 UBA7 UBE2I UBE2L3 UBE3A UCKL1 UCP3 VAPB VASH1-AS1 VDAC1P3 VDR VPS39 VRK2 WIPI1 WSCD1 XYLT1 YIPF3 ZFHX3 ZFP36 ZFP36L2 ZFPL1 ZHX3 ZNF135 ZNF710-AS1 ZNF749 ZNRF4 ZSCAN12 ZSCAN26 ZYX BROWNE_HCMV_INFECTION_48HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BROWNE_HCMV_INFECTION_48HR_UP ABCB7 ABCB9 ABCG1 AJAP1 AKAP10 AMD1 ANXA3 APOM ATF3 ATG12 ATP11A ATP6V1B2 BAMBI BMP6 BRCA1 BRME1 BTF3P12 C5orf22 CALCRL CASP10 CCDC69 CCNE1 CCNF CD24 CD2AP CD55 CDC7 CELSR2 CHST1 CKS2 CLN3 COBL COL9A3 CPE CREBZF CTH CTNNA2 CXCR4 CYP1A1 CYP3A4 DHX38 DHX9 DNAJC7 DPT E2F5 EDN3 EEF1E1 ELAC2 EPM2A ERVW-1 EZR FAM13A FBXO28 FNBP1L FRRS1L FUCA1 FUT9 GAB1 GABBR1 GABPA GADD45B GEM GGCT GGH GPD2 GPR18 GREB1 GRIA1 H2AC18 H2AZ1 H2BC5 HADH HAT1 HMGN3 HSF4 HSPA2 IER3 IFI27 IFI30 IFNAR2 IGFBP2 IL18R1 IL24 ITPR1 ITPR2 KLRG1 LAMA5 LIFR LILRB4 LMO2 LRP4 MAD2L1 MAGOH MAN2A2 MBD4 MLLT11 MNDA MRS2 MSH2 MT4 MTMR9 MTSS1 NEMP1 NFATC2IP NFATC3 NFIA NTRK3 NUP153 NUP160 NUP205 OIP5 ONECUT1 OTUD3 PAWR PC PCGF3 PDE8B PDK3 PFKP PIK3R3 PIP5K1A PLCG2 PLXDC1 POLA2 POLE2 POLR2H POLR3F POU1F1 PPM1H PPP2R1B PPP3CB PPT1 PPT2 PRPS2 PSMD11 PTGER3 PTGES PTPRR RAB29 RAD51D RBP4 RET RFC3 RFC4 RGS16 RGS6 RNF44 RRAD RUNDC3B RUNX3 SAP30 SKIL SLC22A5 SLC25A5 SLC39A14 SLC6A12 SLPI SNAPC1 SNCA SNX4 SORD SPINK1 SRSF8 TLE1 TMEM106C TMOD1 TNP1 TOR1B TPST2 TYRO3 USP1 VIL1 ZBTB1 ZC3HAV1 ZNF101 ZNF20 ZNF202 ZNF330 ZNF365 ZNF529 BROWNE_HCMV_INFECTION_4HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BROWNE_HCMV_INFECTION_4HR_DN ABCA4 ABCC10 ACAA1 ADM AHDC1 ALDH1B1 AMHR2 AP1G2 AP3M2 AP4S1 ARHGEF4 ATG5 AURKA AVL9 B3GAT3 B9D1 BARD1 BTN3A2 C3AR1 CACNA1E CAPN5 CCL19 CCN1 CCNT2 CCS CD5L CDK5 CENPX CHEK2 CHRNB1 CIT CITED2 CLK2 CPSF1 CREBZF CSTF1 CXCL13 CXCL6 CXCR6 DDIT3 DDX17 DDX23 DNAH9 DNMBP DUSP1 DXO DYRK1A DYRK2 DYRK4 EMG1 EOLA1 EPHA5 ERCC6 ERG28 ERI3 ETFB ETV1 FBXO46 FCMR FGF8 FOXC1 FZR1 GABBR2 GADD45A GALK2 GCNT1 GDF5 GEMIN2 GFAP GJA4 GLB1L2 GNRH1 GPSM3 GRAP GRM5 GSTT2 GSTT4 GTF2E1 GZMK H4C12 HIC1 HMBS HMGB2 HMGCL HOXB13 HTR7P1 IGHV1-2 INPP5B JRKL JUN KAT8 KATNB1 KCNF1 KCNQ1 KLF10 KLF6 KLF7 KLHL9 KRR1 LIMK2 LIN37 LRP8 LRRC17 LTBR LYST MALL MAPK11 MAST2 MATK MCC MDH2 MED7 METTL3 MICAL2 MICU1 MIOS MNAT1 MOCS3 MORC2 MPDU1 MPRIP MRPL49 MYL5 NCAPH NCLN NDUFB7 NEBL NFYA NGF NINL NLRP1 NMNAT2 NOC2L NOL4 NR2E1 NR2F2 NTSR1 NVL OCA2 ODF2 OLIG2 PAEP PAFAH2 PARG PATZ1 PCSK7 PDE4B PDXK PHKA1 PIAS3 PIK3R4 PIM1 PIP PLEC PLPBP PMS2 PMS2P3 POLB POLD2 POLG POLR1F PPIH PPP1R16B PPP1R3C PPP2CA PRDM2 PRKAB1 PRKAB2 PRKAR2A PRKCB PSME3 PTGER1 PTOV1-AS2 PTP4A1 RABGAP1L RAD17 RALGPS1 RANBP6 RBM10 RBM4B RDH11 RGS4 RIN1 RIPOR2 RORC RRS1 RUFY3 RUNX1 RUNX1T1 RUNX2 RXRA SBF1 SCN8A SDC2 SERPINA1 SERPINI2 SETDB1 SHC2 SIPA1 SIX1 SKIC2 SLC12A1 SLC1A7 SLC25A12 SLC6A15 SLC7A1 SMAD3 SMAD7 SNUPN SOCS1 SOCS5 SON SOX1 SOX12 SPECC1L SPOP STARD13 SUPT20H SYNGR3 TCOF1 TFCP2 THOC1 TMEM186 TMEM30B TOM1L1 TRIB2 TWF2 TYR UGT8 UMPS UTP25 UTY VAPB VDAC1P3 ZBTB1 ZBTB18 ZFP36 ZNF101 ZNF135 ZNF195 ZNF205 ZNF217 ZNF23 ZNF239 ZNF268 ZNF274 ZNF3 ZNF623 ZNF629 ZNF710 ZNF749 ZP3 BROWNE_HCMV_INFECTION_4HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BROWNE_HCMV_INFECTION_4HR_UP APOBEC1 AREG B3GALT5 BRD2 CCT6B COL4A6 CSRNP2 EFNB2 ERVW-1 EYA2 FGF18 FKBP5 GPRC5B GRIK2 HEXIM1 IFIT1 IFIT2 IFIT3 IFNA5 IL11 IL6ST ISG15 LCN2 MTMR7 MUC7 NR4A3 OASL PCDH7 PDE4D PMAIP1 PMP2 POLG2 PTGER3 PTGS2 PTK7 PTPN11 RBBP6 RFPL3S RIPK1 RLF RSAD2 RSRP1 SOD2 TACR3 TFEC TFRC THBS1 UBE3A ZC3HAV1 ZNF202 BROWNE_HCMV_INFECTION_6HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BROWNE_HCMV_INFECTION_6HR_DN ACOX1 ADCY7 ADORA2B AGGF1 AJAP1 ALMS1 AMOTL2 ANKRD28 ARHGEF2 ARID5B ARL4C ARNT2 ATPAF2 BACH1 BCL9 BDKRB2 BHLHE40 BICD1 BICRAL BRD1 CASP6 CBLB CDC23 CDC40 CDKN1B CDKN3 CDS2 CENPF CEP112 CEP68 CFLAR CLCN6 COIL CREB5 CSTF2T DEPP1 DFFA DKK1 DMTF1 DOP1A DSP DUSP10 DUSP6 ELF2 EPB41 ETV1 F2RL1 FADD FAM168A FBXL2 FBXL5 FGF2 FPGT FRY GAS1 GAS2 GIMAP5 GLB1L2 GLI2 GLOD4 GOSR2 GPRC5A GRIK3 GRM8 GSAP GTF2H2 HDAC9 HMGA2 HOXA10 HOXA11 HOXC6 ICA1 ID2 IL7 ITGA6 ITGAE ITGB3 KANK1 KDM6A KIN LAMC2 LINC01565 LRIG2 MDC1 MDM1 MDM2 MED21 MEIS1 MN1 MNT MSX2 MTAP MTF2 MTM1 NAP1L3 NCK1 NORAD NR3C1 NTF3 OFD1 ORC2 OSR2 P2RY10 PARP4 PCMTD2 PEX11B PEX7 PHF20 PHF3 PIK3R1 PLCB4 PMS2 PNISR PPP2R1B PRDM2 PRKAR2B PRR3 PSG3 RGS19 RIN1 RND3 RNF113A RNF216P1 RO60 RPE RPP14 S100A3 S1PR1 SCAF8 SCHIP1 SGK1 SLC22A4 SMAD1 SMAD3 SMAD5 SRGAP2 STAU2 STON1 TBC1D31 TBC1D8 TCF21 TCF7L2 TDRD3 TGIF1 THBD THOC2 TJP2 TLE4 TRIM2 TSC22D2 TSPYL4 TSPYL5 TTC9 TTF1 TXNIP WEE1 YLPM1 ZBTB24 ZNF175 ZNF230 ZNF24 ZNF44 ZNF623 ZNF8 BROWNE_HCMV_INFECTION_6HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BROWNE_HCMV_INFECTION_6HR_UP ABCC5 AFF2 AMD1 ASCL1 BMAL1 BTRC C2CD2L C4BPA C4BPB CDR2L CEACAM6 CH25H CNP COL2A1 CPA3 CREM EIF2AK2 EZH2 FBP1 FOXJ1 FRMD4B FUT9 GNS HBEGF HLF HSD17B1P1 HTR3A IFFO1 IFI6 IFNB1 IGHE IRF7 ISG15 JMJD6 MAPK8 MARK2 MFAP4 MNDA MPL MSLN MSX1 MX1 NF2 OAS1 OASL OMD OTUD3 PDYN PNP PPP1R13B PRB1 PTGDS RARRES2 RIPK1 SFPQ SLC6A6 SLC6A8 SOX10 TNFSF9 TNNT2 TRIM26 UNC93A VIL1 BROWNE_HCMV_INFECTION_8HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BROWNE_HCMV_INFECTION_8HR_DN AHDC1 ANKMY2 ATAD2B BMP4 CDC42EP3 CEBPD CMAHP DST ERCC6 FEM1B FZD2 GINS1 GZMK H4C12 HOXA11 ITGA3 KIF2C KRT34 LINC00847 LPXN LRP8 MAGEA10 MIR3648-1 MRPS31 MSC MYC NAV3 PIM1 PLAU PLEKHO2 PLIN2 POLR1F PTGER1 RIPOR2 SACS SMAD3 SPN TFCP2 TMEM30B TPX2 TRIB2 TWIST1 VDR VWA5A XPC ZIC1 ZNF623 ZNF7 BROWNE_HCMV_INFECTION_8HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BROWNE_HCMV_INFECTION_8HR_UP ABCA6 ABCC5 ACSM1 AKAP8L AMD1 AOC2 APOE BLNK BTF3P12 CALM1 CBX4 CCNE1 CDR2 COL21A1 CRKL CRY1 CSPG5 CXCL10 DBF4 DDAH1 DDX3X DLG1 DNAJA1 DNAJB1 DPT DUSP8 EFNB2 EIF5 ELANE ERF FGF18 FNBP4 FOS GABPA GALNT3 GDF11 GK GNA13 GNB3 GNS GPC1-AS1 GPX3 GRIA1 H2AX HSPA12A HSPA13 HSPA1A ICAM1 IGFBP2 IRF4 ISG20 KHDC4 KITLG KPNA5 LYZ MARK2 MAX MX2 N4BP2L1 NASP NPTX2 NR4A3 OAS1 OAS2 OCLNP1 PAGE1 PCDHGA12 PIM2 PLA2G4A PLAAT4 PLCL1 PPFIA1 PROX1 PTPN11 PTPN21 RAB5A RAP2A RB1 RBBP5 RBBP6 RBM38 RCC1 RHO RHOB RSL1D1 RSRP1 SAMHD1 SEC24A SFPQ SNHG3 SOD2 SPOCK1 SSX2 STAT5B TFRC TGFBR1 TLL2 TNFAIP6 TNFSF10 TSFM UBE2G1 WASL WT1-AS ZNF264 ZNF35 BROWNE_INTERFERON_RESPONSIVE_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BROWNE_INTERFERON_RESPONSIVE_GENES APOBEC3G BAZ1A BST2 CASP1 CCL8 CXCL10 CYTH1 EIF2AK2 GBP1 GBP2 GCH1 GMPR HLA-F IDO1 IFI27 IFI30 IFI35 IFI44 IFI44L IFI6 IFIT2 IFIT3 IFIT5 IL15 IL15RA IRF7 ISG15 ISG20 KIF5C LMO2 MELK MX1 MX2 MYD88 NMI OAS1 OAS2 OASL PDZD2 PLAAT4 PLSCR1 PML PSMB8 PSMB9 RABGAP1L RBCK1 RGL1 RSAD2 SAMHD1 SP100 SP110 STAT1 STX11 TAP1 TDRD7 THEMIS2 TLR3 TNFSF10 TREX1 TRIM14 TRIM21 TRIM22 TYMP UBE2L6 WARS1 XAF1 ZBTB20 BROWN_MYELOID_CELL_DEVELOPMENT_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BROWN_MYELOID_CELL_DEVELOPMENT_DN AASDHPPT ADGRG1 AHCY AKR1C4 ANKRD10 APEX1 AQP9 BIN1 BZW2 C1QBP C21orf62 CALR CBFA2T3 CCT6A CD48 CDH17 CDK4 CLEC10A CPA3 CSGALNACT2 CYP11A1 DIS3 EIF4E EMX2 ERH F2R F2RL3 F9 FAM20A FBXW4 FCER1A FKBP4 FUT7 FUT8 GART GAS5 GATA2 GNAL GTPBP4 HLA-DQA1 HLA-DRA HLA-DRB5 HMGN1 HSPD1 HSPH1 IDE IFITM3 IKZF2 IKZF4 IVNS1ABP KCNK5 LAMA5 MAT1A MBOAT2 MEP1B MFNG MGAT5 MSH2 NARS1 NCL NME1 NOLC1 NOP16 NOP56 NOP58 NPL NPM1 NRGN NRIP1 NSUN2 NT5C3A NT5C3B NUTF2 ODC1 OSBPL3 P2RY10 PAPSS2 PARP8 PAXBP1 PC PDIA5 PGRMC1 POLR1B PPAN PPEF2 PPP1R14B PSAT1 PTPN9 RAB27B RCL1 RCOR2 RGS5 RIF1 RIPOR1 RPL23 RUVBL2 SEPTIN1 SERPINA3 SF3B3 SHMT2 SINHCAF SLC16A1 SLC1A5 SLC22A3 SLC7A5 SLC7A8 SMARCC1 SNHG5 SOD1 SOX4 SPINT2 SPNS2 SRSF7 SSR3 ST6GAL1 ST7 STC2 SYTL3 TASP1 TESPA1 TF TIMM8A TMEM97 TMTC2 TNFSF11 TRBV10-2 TRIM28 TRIM37 TXK UTP4 WDR43 XPOT ZFAS1 BROWN_MYELOID_CELL_DEVELOPMENT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BROWN_MYELOID_CELL_DEVELOPMENT_UP ABCD2 ABHD5 ACKR1 ACTN1 ALCAM ANPEP ANTXR2 ANXA4 ANXA5 AOAH ARHGEF3 ATP6V1B2 ATP6V1E1 BBLN BCL2A1 BOLL C2 C3 C5AR1 CAMP CAP1 CAPG CAPN3 CCDC125 CCL23 CCND2 CCR1 CCR2 CD33 CD44 CD52 CD68 CD80 CEACAM1 CEACAM7 CEBPD CLDN1 CLEC4A CLEC4C CLEC5A CLEC6A CNDP2 CNN2 CPD CPNE3 CSF2RA CSTA CTSS CYBB DAB2 DEGS1 DGAT2 DOP1B DSTN EDAR EDIL3 EGR1 EMCN EREG ESYT2 F10 FCGR1A FCGR2A FGR FHAD1 FPR1 FPR2 G6PD GLIPR2 GLRX GNS GP5 GRINA GRN GSN GSTM1 GYG1 HCK HEBP1 HEXB HLX ID2 IL1B IL1R2 IL1RN IL4I1 IQGAP1 ITGAM ITGAX ITGB2 JUNB KLHDC4 LALBA LASP1 LCN2 LILRA6 LILRB4 LYZL2 MAPK3 MCEMP1 MCL1 MMP8 MPEG1 MSRB1 MXD1 MYO1B NEAT1 NFAM1 NOS1 NPC1 NQO1 NXPE4 OLR1 PGD PIK3CB PLA2G2E PLAUR PLG PLGRKT PLK3 PSTPIP2 PYGL PZP QSOX1 RACK1 REN RNASE4 RPE RPL13 RPS17 S100A11 S100A6 SAT1 SCARB2 SEPTIN5 SERPINC1 SGMS2 SIGLEC9 SIRPA SLC15A3 SLC30A6 SLC31A2 SLC6A6 SLFN12L SOAT1 SP100 SPACA7 STOM TCL1A TECPR1 TEX101 TGFBI TIFAB TLR2 TNF TNFRSF1A TNNT3 TP53INP1 TREM2 TRPM2 TYROBP UGT2B28 UPP1 VSIR WFDC21P XDH ZYX BRUECKNER_TARGETS_OF_MIRLET7A3_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BRUECKNER_TARGETS_OF_MIRLET7A3_DN ACTR3 ADGRE3 AKR1B1 AKR1B10 ANXA10 ANXA3 ATOX1 BCL2A1 BZW1 CALD1 CD70 COL11A1 COL4A2 COL4A6 COL5A1 CORO1C COTL1 CTSL CXCL1 CXCL3 CXCL5 DCBLD1 DIO2 DPYSL3 EFEMP1 EIF4G2 EIF5 EPB41L2 FAM83D FLNB FN1 GALNT1 GALNT10 GLS GPC1 GPRC5B GSDME HSP90AA1 LACTB LASP1 LBH LGALS3BP LOXL2 LYSMD4 MATN2 MFGE8 MORC4 MT1X MT2A NNMT NRP2 NXPE3 OCIAD2 PCED1B PLAAT3 PLK2 PMEPA1 PPARG PRSS23 PTGES PTPRF RAB34 RASSF10 RIN2 RNF149 RPL7A SFRP1 SPARC SPOCK1 SULF2 TGFB2 TM2D2 TMPRSS9 TRAM1 TRNP1 VIM BRUECKNER_TARGETS_OF_MIRLET7A3_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BRUECKNER_TARGETS_OF_MIRLET7A3_UP ABLIM1 ACOX2 ACYP1 ADCK2 AKAP12 ANXA11 ARHGAP26 ATP1B3 B4GALT5 BCHE BTG1 C7orf50 CD55 CDK6 CHGB CLDND2 COL4A4 COX7C CPEB4 CTH CXADR CYP1B1 CYP24A1 CYSTM1 DAPK1 DKK1 DUSP5 EFNA1 EHBP1 ELF3 ERRFI1 ETNK1 ETV4 EVA1C FAM107B FAT1 FERMT1 FGB FGG FGL1 FOXA1 FOXC1 GABARAPL1 GFOD1 GJA1 GLIS3 GLMN GLRX IPO7 KLF4 KMO KRAS KRT85 KRT9 LAMB3 LDHAL6A LGR4 LRATD2 LRP11 LYST MAGEA2 MAGEA6 MFSD12 NDRG1 NFE2L2 NOTCH3 OS9 OSGIN2 PCNA PERP PGD PHACTR2 PIR PITPNC1 PLA2G4A POLB PON2 PPTC7 PRDX1 PTPN12 PTS RAB3D RBM24 REG3G RGCC RHOV SAMD8 SAT1 SDHA SEC11C SH3BP5 SLC12A2 SLC23A2 SLC38A2 SMOC1 SULT2B1 TBC1D15 TBC1D31 TESC TFPI THSD4 THSD7A TMEM230 TXNRD1 USP32 USP9X VCAN VDAC2 WWC1 XBP1 BRUINS_UVC_RESPONSE_EARLY_LATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BRUINS_UVC_RESPONSE_EARLY_LATE AATK ABCD3 ABRAXAS1 ACTR8 ACTRT3 ACVR1 AHNAK AHRR AKIRIN2 ALKBH8 ANAPC15 ANKRD11 ANXA3 APLF APLP1 APOBEC1 ARHGDIG ARHGEF18 ARID1A ARIH1 ARL6IP6 ASAP1 ASPSCR1 ATG3 ATOH8 ATRX AUNIP B9D1 BANF1 BCAR3 BRME1 C12orf29 C12orf4 C16orf87 C16orf95 C19orf48P C3orf62 C5orf63 C8B C9orf85 CALD1 CALM3 CAMK2N2 CAMKK1 CASP8AP2 CCDC124 CCDC6 CCNE2 CD84 CDC40 CDT1 CDYL CEMIP CES2 CHCHD6 CHD2 CHORDC1 CISH CLN8 CLPP COL6A4P1 CRTC3 CSTF3 CTDP1 CTDSPL CTRC CXCR6 CYP26A1 DDHD1 DENND1B DESI2 DGAT1 DHX33 DLG3 DNAAF2 DTWD1 DUSP12 DUSP14 DUSP16 DUSP28 DYRK2 E2F3 E2F6 EBAG9 ECT2 EIF1AX EIF3A EMC9 EMSY EPC1 EPHA4 ETV5 EVPL EXO1 EXOSC7 FAF2 FAM228A FBXO42 FBXO5 FBXW11 FES FILIP1L FOXK2 FRA10AC1 FRMD4A FUBP1 GAS8 GFI1 GFRA4 GMNN GPCPD1 GPX3 GRIK2 GUCY1B2 HAS2 HCFC2 HDAC9 HNRNPLL HSPBP1 IFRD1 IFT27 IGF1R INSIG2 INTS3 IRGM KCMF1 KCNE3 KCNK2 KDM1A KPNA3 LLCFC1 LMBRD1 LNX2 LPCAT1 LRIG1 LRP1 LRR1 LSM1 MACROD1 MACROD2 MAP1A MAP2 MAP4 MAPK1 MAT2B MED10 MICOS13 MITD1 MLH3 MOB4 MSANTD3 MSRB2 MTA3 MTIF2 MVB12B MVD MYCL NASP NAT8B NCOA6 NDFIP2 NEB NECTIN2 NENF NIP7 NIPBL NME4 NMNAT3 NOSIP NR2C1 NSMCE3 NTF3 NUDT7 NUP37 NXPH3 OSBPL6 P2RY12 PCGF6 PDZRN3 PGM2 PHF3 PIK3CB PINX1 PKP2 PLAT PLCD3 PMFBP1 PMVK POLR1HASP POU2F2 PPM1F PPP1R11 PPP1R15B PPP2R2D PRDM5 PRICKLE2 PSMC6 PSMG2 PTCD2 PTER PTPN12 PTPN2 PUM1 QKI RAB25 RAB3IP RAD18 RASSF5 RBM38 RBM6 RILPL1 RMDN3 RMND1 RND3 RNF111 RNF115 RNF216 RORA RPLP0 RPP21 RPS17 RPS20 RPSA RRAS2 SCHIP1 SEC22A SEC24B SEMA6C SGCG SHMT2 SIVA1 SIX3 SKA2 SLC1A2 SLC30A6 SLC4A1AP SLIT1 SLX4IP SMAD6 SMAP1 SMC3 SMC6 SMURF2 SNAP23 SNHG20 SNHG9 SNORD55 SNX10 SNX24 SOCS3 SORBS1 SPEF1 SPRY2 SPTLC2 SRRM2 SS18 SSB STAG2 STAMBPL1 STIL STING1 STK10 STX17 TADA2A TAFAZZIN TBX15 TCEANC2 TCL1B TCP10L TGDS TGFBRAP1 THUMPD2 TINF2 TMEM223 TMEM248 TMEM88 TOM1L1 TOR4A TRAF2 TRAPPC2 TRBV13 TREX1 TRIM26 TRIM6 TTN TUBB4B TUBD1 TUFT1 TULP3 TXNDC16 UBE2G1 UBE2W UBL4A UBLCP1 UBN1 UIMC1 ULBP1 UNC80 URM1 USF2 UVSSA VPS37B WAC WDSUB1 YAF2 YJU2B ZBTB25 ZBTB4 ZC3H6 ZC3HC1 ZCCHC14 ZCCHC8 ZFAND1 ZMYND8 ZNF281 ZNRD2 BRUINS_UVC_RESPONSE_LATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BRUINS_UVC_RESPONSE_LATE AAGAB AAMDC AARSD1 AATF ABCB1 ABCB8 ABCD1 ABCG1 ABCG8 ABHD5 ABHD6 ABTB3 ACADSB ACCS ACOT13 ACOT9 ACOX2 ACP6 ACSL4 ACSS2 ACTA1 ACTA2 ACTB ACTG1 ACY3 ADAM23 ADAT2 ADGRA2 ADH5 ADRB2 ADSL AFDN AGK AGMAT AGPAT5 AGRN AHCYL1 AHNAK AHR AIFM1 AIFM2 AIMP1 AJUBA AKAP8L AKIP1 AKR1B10 ALOX5 ALOXE3 ALS2 AMACR AMMECR1L ANGPT2 ANGPTL4 ANKRD1 ANO1 ANP32B ANXA1 ANXA6 AOX3P AP3S2 APH1B APOBEC3B APP ARAF AREG ARHGAP17 ARHGAP27 ARHGEF1 ARHGEF7 ARL3 ARL6 ARL8B ARPC5L ARSB ASCC2 ASF1B ASPH ASPN ATF5 ATG4B ATG7 ATG9B ATIC ATL3 ATOX1 ATP2B1 ATP6V0A2 ATP6V0D1 ATP6V1C1 ATP6V1D ATP6V1E1 ATP6V1G2 ATP6V1H ATPSCKMT ATXN3 ATXN7 B4GALT1 B4GALT3 BCAS2 BCAS3 BCL2L15 BCL6 BCR BCS1L BET1 BEX3 BICC1 BLOC1S2 BLVRA BMAL1 BMPER BMPR2 BOLA1 BRCC3 BTF3L4 BUB3 C11orf24 C11orf52 C11orf97 C11orf98 C15orf40 C16orf74 C17orf75 C1orf131 C1orf35 C20orf144 C22orf23 C6orf118 C6orf120 C8orf88 C9orf64 CA13 CAB39 CACNA1C CALM2 CALU CAMKMT CAPN1 CASP8 CAST CAV1 CBR4 CCDC103 CCDC13 CCDC178 CCDC181 CCDC22 CCDC34 CCDC47 CCDC80 CCDC86 CCDC88C CCDC90B CCL21 CCND2 CCNDBP1 CCNE1 CCNH CCNL2 CD2AP CD2BP2 CD302 CD38 CD40 CD55 CD8B CDA CDC14B CDC45 CDK1 CDK16 CDK5RAP1 CDK9 CDPF1 CEACAM7 CELSR3 CENPK CENPU CENPV CEP131 CEP85L CERS4 CFAP298 CFAP410 CFDP1 CHAF1A CHAF1B CHCHD3 CHEK2 CHIA CHMP1B2P CHMP4C CHPT1 CHRNE CHST14 CIAO1 CIBAR1 CISD1 CITED2 CKMT1B CLIP1 CLN3 CLNS1A CLPB CMAS CMC1 CMC2 CMIP CMTM3 CNN1 CNNM2 COA3 COASY COG1 COL11A1 COL11A2 COL12A1 COL1A1 COL1A2 COL4A1 COL4A2 COL4A5 COL5A1 COL5A2 COL6A1 COL6A3 COLEC12 COMMD10 COMMD9 COPS4 COPZ2 COQ7 COX7B2 CPA4 CPQ CPXM1 CRABP1 CREM CRISPLD2 CRTAP CSNK1G3 CSNK2A1 CSRP1 CST6 CSTF2 CSTPP1 CTBP2 CTF1 CTHRC1 CTNND2 CTU1 CUX1 CXADR CXCL14 CYGB CYP27A1 CYRIB CYTIP CZIB DAAM2 DAPK1 DBNL DCAF7 DCBLD2 DCK DDAH1 DDX19A DDX55 DDX59 DDX6 DGKA DHRS7B DIABLO DIAPH2 DISP1 DIXDC1 DKK2 DKK3 DKKL1 DMAC2L DNAAF8 DNAAF9 DNAJA4 DNAJB1 DNAJC15 DNAJC18 DNAJC24 DNAJC5 DNAJC7 DNMBP DNTTIP1 DOCK2 DOCK7 DOHH DOK4 DONSON DPEP1 DPH5 DPM1 DPP8 DPY30 DRAP1 DRG1 DSCC1 DSN1 DTD2 DUBR DUSP19 DUT DVL1 DYNAP DYNLT2B DYRK1A E2F1 EAF1 EBNA1BP2 ECHDC1 ECHDC2 EEF2KMT EFCAB15P EFEMP2 EID3 EIF2B1 ELDR ELK3 ELMO2 ELOC ELOVL7 EMC2 EMC8 ENDOD1 ENO3 ENPP1 EPG5 EPHA1 EPS8 EPS8L2 ERAL1 ERAP1 ESD ETNK1 EVA1C EXO5 EXOC3L4 EXOSC3 EXOSC8 EXT1 EZH2 FABP1 FABP5 FADS2 FAH FAM114A1 FAM114A2 FAM117B FAM241B FAM83D FAM83G FAM89A FARP1 FBF1 FBLN5 FBXO43 FBXO6 FBXO7 FBXO8 FBXW4 FDX1 FER FGD6 FGFRL1 FIG4 FKBP1A FKBP7 FLT1 FMO5 FMOD FN1 FNTA FRG1 FSTL1 FTL FTO FXR1 G6PD GABRB1 GALNT2 GAP43 GAPDH GASK1B GATAD2A GATM GCH1 GCLM GCSH GDE1 GDF3 GEMIN2 GEMIN6 GGCT GGCX GHR GINS4 GIPC2 GIT2 GJB3 GJB4 GJB5 GK GKAP1 GKN1 GLA GLOD4 GLYAT GMPR2 GNB1L GNG11 GNPDA1 GPATCH2 GPC4 GPS2 GPX7 GRB10 GREM1 GRHPR GRIN2D GSK3B GSTO2 GSTZ1 GTF2A1 GTF2E2 GTF2F2 GYG1 GZMH GZMM H2AX HACD4 HAT1 HAUS4 HAUS8 HDGFL2 HDHD2 HEMK1 HERC6 HFE HIC1 HIKESHI HINT3 HMCES HMG20A HMGA2 HMOX2 HNRNPDL HOATZ HOOK2 HOXB3 HPCA HPCAL1 HPRT1 HRAS HRH3 HS3ST1 HSD3B2 HSD3B7 HSDL2 HSF1 HSPA14 HTATIP2 HTRA2 HYAL2 ICAM5 IDI1 IER3IP1 IFI35 IFTAP IKBIP IKBKE IL15 IL17A IMMP2L IMPA2 INSL6 INTS13 IPP IQCH IRX2 ITGB3BP ITGB4 ITPR2 JADE1 JAK2 KANK3 KCNAB3 KCTD20 KDELR3 KDM6A KDSR KIAA0040 KIAA1210 KIF3A KIFAP3 KIFC3 KLF10 KLF13 KLHDC10 KLHDC8A KLHL13 KLK5 KPNA4 KRIT1 KRT1 KRT12 KRT13 KRT16 KRT20 KRT23 LAMA4 LCMT1 LDLR LGALS8 LIAS LMNB1 LMO1 LMTK2 LOX LOXL1 LOXL2 LOXL3 LPAR6 LRIG3 LRRC17 LRRC28 LRRC8D LRRFIP2 LTB4R LTB4R2 LTBP3 LTBP4 MAD2L2 MAGOHB MAN1A1 MAN2C1 MAP1LC3B2 MAP3K7 MAP4 MARK3 MATN2 MBNL2 MCL1 MCM2 MCM3 MCM4 MCM5 MEAF6 MECR MED15 MED26 MED6 MEG3 MEIKIN MEMO1 METAP1 METTL1 METTL5 METTL6 MFAP3L MFAP4 MFAP5 MFSD2A MGST1 MIB1 MIF4GD MIPEP MLKL MLLT10 MLYCD MMP10 MMP13 MMP19 MMP23B MMP3 MNAT1 MOCOS MOK MOS MPLKIP MRE11 MRNIP MRPL15 MRPL17 MRPL18 MRPL33 MRPL49 MRPS18A MRPS18C MRPS22 MRPS28 MRPS34 MRPS9 MS4A10 MSH2 MSH5 MSRA MSRB1 MTAP MTARC2 MTCH1 MTHFD2 MTM1 MTMR9 MTX2 MUS81 MUSTN1 MXRA7 MYH10 MYH11 MYH6 MYL12A MYL6 MYL9 MYO1H MYO5A MYO5C MYO7A MYOM1 NAB1 NAB2 NADK2 NANS NAT9 NBAS NBN NCAPD2 NDUFA1 NDUFAF3 NDUFAF6 NDUFAF7 NDUFS3 NECTIN1 NECTIN3 NEDD4 NEIL1 NELFE NFS1 NFU1 NGF NID1 NID2 NIT1 NKIRAS1 NMI NMT1 NMT2 NMU NNMT NOVA1 NPC1 NPM1 NPTX1 NQO2 NSMCE1 NSMF NT5DC2 NTHL1 NTNG2 NTSR1 NUBPL NUDT14 NUDT21 NUDT4 NUDT5 NUP43 NUP93 OCEL1 OCIAD2 ODF2L OFD1 OGFOD3 OGN OR10J5 OR2D3 ORMDL1 OSBPL3 OSBPL9 OSGEPL1 OSTC OXCT1 P2RX6 P3H1 P3H3 P3H4 P4HA1 P4HB PA2G4 PACRGL PACSIN2 PAGR1 PAIP1 PAK1 PAPOLA PARM1 PARVA PCCB PCDH12 PCGF5 PCMT1 PCOLCE PDCD10 PDE4B PDE6D PDF PDIA5 PDIA6 PDK4 PDRG1 PDXK PER1 PEX14 PEX3 PEX7 PFKFB3 PFN4 PGM1 PGP PGPEP1 PHF10 PHF6 PIAS2 PICK1 PIGP PIGQ PIKFYVE PIN4 PIP4P2 PITX1 PIWIL1 PKD1 PLA2G2D PLAC8 PLEK2 PLEKHB2 PLET1 PLIN3 PLIN4 PLPP1 PLS3 PLSCR1 PLXDC2 PNKP POGLUT3 POLA1 POLE2 POLM POLR2J POLR3GL POR PPAT PPBP PPCDC PPIC PPIL2 PPIL3 PPM1M PPP1R12A PPP1R13B PPP1R3F PPP6R3 PREB PRELID3B PRIM1 PRKAR1A PRKAR2A PRKCA PRKG2 PRNP PRPF40A PRR5L PRSS23 PRSS44P PSAT1 PSD3 PSMA1 PSMA4 PSMA5 PSMB7 PSMC1 PSMC2 PSMD10 PSMD12 PSMD14 PSMD4 PSMG1 PSPH PSTPIP1 PTEN PTGR1 PTN PTP4A2 PTPN11 PTPN21 PTPN22 PTPRG PTPRK PTPRM PTPRS PTPRZ1 PTTG1 PTX3 PWWP3A PXDN PYCR1 QRSL1 RAB10 RAB20 RAB2A RAB31 RABEP1 RAD51 RALA RASA2 RASSF7 RBL2 RBM3 RBMS1 RBMS3 RBPJ RBX1 RCAN3 RCN1 REST RETSAT REXO5 RFC3 RFC4 RFTN1 RGS17 RGS7 RHOB RIMS1 RIN1 RIOK3 RIOX1 RLN1 RMDN1 RMND5B RNASEH2A RNF121 RNF138 RNF225 RNF31 RNF38 ROBO3 ROGDI ROM1 RP2 RP9 RPA1 RPAIN RPAP3 RPF2 RPL22L1 RPP30 RRAD RSPH9 RSRC1 RSU1 RTKN RTRAF RUFY1 RUVBL1 RWDD1 SAMD8 SAP30L SARNP SARS2 SASS6 SCAMP5 SCARB2 SCNM1 SDCBP2 SDHAF3 SDR39U1 SELP SEMA3E SEMA7A SEPTIN11 SEPTIN9 SERPINB8 SERPINB9 SETD6 SETDB1 SFRP1 SGCD SGCE SGMS2 SGSM3 SH2D1B SH3BP5L SH3D21 SHC1 SHISA9 SHQ1 SIAE SIK3 SIL1 SIN3B SLC12A2 SLC16A7 SLC17A9 SLC22A15 SLC25A14 SLC25A16 SLC25A20 SLC31A1 SLC35B1 SLC44A1 SLC46A1 SLC48A1 SLC4A7 SLC8A1 SLCO3A1 SLIT2 SLIT3 SLK SMC5 SMG9 SMIM20 SMIM8 SMOC2 SMURF1 SNAP29 SNRPD1 SNX1 SNX27 SNX5 SOCS2 SORCS1 SORCS2 SOS1 SPA17 SPAST SPATC1 SPDYE4 SPECC1L SPEM1 SPOP SPTLC1 SQSTM1 SRD5A3 SRPRB SRPX SRRD SSBP1 SSU72 ST3GAL4 ST3GAL6 ST6GALNAC5 STAM2 STAT6 STEAP3 STIMATE STK11 STK4 STOML2 STRADA STX12 STX18 STX4 STX8 STXBP5 SUDS3 SUGT1 SULT4A1 SUMO2 SURF2 SVEP1 SWAP70 SYP SYTL1 TADA3 TALDO1 TANK TAOK3 TAPBP TARBP2 TARDBP TBATA TBC1D1 TBC1D7 TBCD TBP TCEAL1 TCF19 TCF4 TCTN3 TEAD4 TEX2 TEX261 TEX30 TEX9 TFCP2L1 TFF1 TFPI2 TGFA TGFBI TGFBR2 THBS2 TIAM2 TIMM21 TIMM44 TIPIN TJP2 TK2 TLN1 TLN2 TLR4 TMBIM6 TMEM123 TMEM126A TMEM126B TMEM127 TMEM176A TMEM183A TMEM192 TMEM238 TMEM41B TMEM65 TMEM86B TMIGD1 TNC TNFRSF10B TNIP1 TOB1 TOLLIP TOM1 TOMM20 TOMM34 TOMM5 TPD52L1 TPM1 TPM2 TPMT TPR TPRKB TPST1 TRAM1 TRAPPC2 TRAPPC5 TRAPPC6B TRIM15 TRIM21 TRIP4 TRMO TRMT10B TSC2 TSEN15 TSG101 TSPAN5 TTC17 TTC39C TTC7A TTN TUBA1A TUBB6 TUBG1 TUSC3 TWSG1 UBA2 UBAC2 UBAP2 UBE2B UBE2E3 UBE2J1 UBE2K UBE2R2 UBE2T UBE3A UBQLN1 UCHL3 UCHL5 UCK2 UFM1 UFSP2 UGT2A1 UHMK1 UNC5CL UNK UQCRC2 URAHP USE1 USP12 USP17L2 USP47 UTP11 VAC14 VAMP4 VAMP5 VASN VAV2 VEGFC VPS26B VPS26C VPS33A VPS36 VRK3 VTA1 WARS2 WASHC1 WASHC3 WDR5 WDR54 WHRN WNT11 WTAP WWOX WWTR1 XIRP2 XPO4 XRCC1 XRN2 YARS2 YKT6 YWHAB ZBED3 ZBTB9 ZCCHC17 ZCRB1 ZCWPW2 ZFAND6 ZNF131 ZNF326 ZNF544 ZNF593 ZNF777 ZW10 BRUINS_UVC_RESPONSE_MIDDLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BRUINS_UVC_RESPONSE_MIDDLE ADAL ARMC10 ARVCF ATP23 BRINP1 BTG1 BTG2 C10orf88 CAMLG CASP6 CCNT1 CDAN1 CHST11 CLDN2 CLUAP1 CMTM6 CRISP2 DCAF4 DDIT3 DDX41 DEF6 DEPDC7 DFFB DUSP11 DYRK3 ELOVL5 EPHB3 FAM220A FASTKD3 FBRS FBXO17 FCHSD1 FDXR FGF18 GMIP GPN3 GPR84 HILPDA HMGCL ICAM1 IFT43 IMP3 ISG20 KIN KNOP1 L3HYPDH LIMK2 LPIN1 MRM1 MRPS31 MSH6 MTERF4 MTRES1 NAA30 NATD1 NSMCE2 OR2H2 OTUD4 OVGP1 PIDD1 PIGF PNP POLR1E PPM1D PPP2R5D PTCD1 PTK2 RAP2B RBM43 RPRM SAC3D1 SAP30 SAP30BP SEC24D SH3YL1 SHISAL2B SLC25A12 SLC7A6OS SPRYD4 TAS1R2 TEPSIN TGIF1 TLE1 TMEM41A TP53RK TRAF4 TRBV13 TRIM13 TTC23 TWIST2 ULK1 USP27X WDR73 ZFP64 ZFPM1 ZFYVE21 ZNF263 ZNF622 ZXDC BRUINS_UVC_RESPONSE_VIA_TP53_GROUP_A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BRUINS_UVC_RESPONSE_VIA_TP53_GROUP_A ABCC1 ABCG2 ABHD18 ABTB3 ACAN ACE2 ACER2 ACOT9 ACP5 ACTA2 ACTL6B ACTN3 ACVR2B ADAM15 ADAM22 ADAMTS8 ADAMTS9 ADD2 ADGRE4P ADGRL4 ADORA2B AFF3 AGBL3 AGER AGRN AGTRAP AHSG AIRN AKAP5 AKR1C4 AKT3 ALDOB ALOXE3 ALPL AMDHD1 ANGPTL6 ANKRD2 ANKRD22 ANKRD24 ANKRD33B ANKS6 ANO9 ANPEP ANXA13 AOX1 AP5S1 APBA2 APBA3 APCS APH1B APOA4 APOA5 APOM APPL1 ARC ARHGEF26 ARHGEF3 ARMC2 ARPC4 ARPP21 ARRB1 ARSB ART3 ART4 ASB2 ASCL1 ASIC2 ASL ASPA ASPRV1 ATF3 ATG101 ATG16L2 ATG2B ATP2A1 ATP2B1 ATP8A1 ATXN10 B3GALT5 B3GNT2 BCAR3 BCAS3 BCL11B BCL2 BCL2L13 BCL6 BDH1 BEND5 BHMT2 BICC1 BICD1 BMP5 BNIP2 BPIFA3 BRCA2 BRSK2 C11orf86 C14orf119 C14orf93 C17orf80 C19orf44 C1orf122 C1orf21 C2 C2orf72 C3orf70 C4orf19 C5orf47 C6orf120 C7orf31 C9orf24 CA1 CA5A CABCOCO1 CACNA1D CACNA1G CACNA1S CACNA2D2 CACNG2 CACNG4 CADM3 CALML4 CALML5 CALY CAMK2D CAMSAP3 CAPG CAPN5 CAT CAV3 CBFA2T3 CCDC125 CCDC134 CCDC198 CCDC28B CCDC88C CCDC93 CCL27 CD164 CD247 CD248 CD47 CD55 CD69 CD93 CDH1 CDH20 CDHR5 CEACAM7 CEBPB CECR2 CEL CELSR1 CEMIP CEP295NL CES2 CFB CFC1 CGA CHD6 CHGA CHM CHODL CIB4 CIDEB CKMT2 CLCNKB CLDN11 CLDN3 CLDN34 CLDN4 CLGN CLIC4 CLIP3 CLPS CLTC CMA1 CMBL CMTM5 CMYA5 CNN1 CNOT10 CNTFR CNTN1 CNTNAP4 COBL COL11A2 COL13A1 COL22A1 COL27A1 CORO6 COX7A2L CPB2 CPXM2 CREB3L4 CRLF2 CRYAA CRYBA2 CRYGA CSRNP3 CSRP1 CSTA CSTPP1 CTF1 CTHRC1 CTSE CTSG CUEDC1 CX3CL1 CXCR5 CYP11A1 CYP1B1 CYP2B6 CYP2D6 CYP2J2 CYP3A5 CYP4B1 CYP4F3 CYP51A1 DAB2 DAD1 DBNDD1 DBX1 DCAF11 DCAKD DCHS1 DCSTAMP DDR1 DDX25 DEFB1 DEGS1 DGKE DHCR7 DHODH DHRS3 DHRS7C DKK1 DKK3 DMGDH DMRTB1 DMTN DMXL2 DNAAF4 DNAJB12 DNAJB4 DNMBP DOCK4 DOCK5 DOCK6 DOCK7 DPEP3 DPF3 DPH1 DSCAM DSPP DST DTD2 DYNLT1 DYSF ECEL1 ECT2L EDNRA EEF1A2 EGFL6 EGR2 EHMT1 ELANE ELAPOR1 ELAVL3 ELF5 EMC6 EMID1 ENPP1 ENTPD1 ENTPD2 ENTPD8 EPDR1 EPS8L3 EPX ERO1A ERO1B ERP44 EVI5L EVPL FADS3 FAHD2A FAM162B FAM219A FAM240B FANCD2OS FBLN7 FBXL22 FBXO21 FCER2 FEM1B FETUB FEZF1 FGD4 FGF19 FKBP1A FKBPL FLNC FLVCR2 FMO5 FN3K FNBP1 FNDC5 FOS FOSL1 FOXA2 FOXB2 FOXC1 FRAT1 FRMD5 FXYD1 FXYD2 FXYD7 FYCO1 G0S2 GABRA2 GABRG1 GALNT4 GALNTL6 GAPDH GATA1 GATA3 GATM GCC2 GGPS1 GIMAP1 GIMAP4 GIPC2 GJC2 GLA GLDC GLIPR2 GLOD4 GLP2R GM2A GNAO1 GNAZ GNG10 GNG3 GNGT2 GNPAT GNPNAT1 GOSR1 GP9 GPATCH2 GPC5 GPIHBP1 GPR108 GPR155 GPR160 GPR65 GPRASP1 GPRC5C GREM1 GRHL1 GSDMA GSTM2 GSTT1 GTF2F1 GUCD1 GZMA HAS1 HELZ HESX1 HGD HIPK2 HIVEP3 HMBOX1 HOXA-AS3 HOXC4 HOXD3 HPX HSD11B2 HSD17B3 HSD17B7 HSF4 HSPB2 HSPBAP1 ICAM2 IER3 IFI44L IFITM3 IFT88 IGSF5 IL17RA IL1RL2 IL4 ILDR2 IMPA1 INHBB IPPK IRAK1 IREB2 IRX4 ISL2 ISLR ISYNA1 ITFG1 ITGA2B ITGA5 ITGA7 ITGA9 ITGB6 JAK3 KBTBD11 KCNAB3 KCNE1 KCNJ11 KCNJ2 KCNN1 KCTD10 KCTD4 KCTD9 KDM4B KIAA1210 KIF16B KIF3B KIF5B KIRREL3 KIT KLC4 KLF12 KLF9 KLKB1 KLRC2 KNDC1 KREMEN2 KRIT1 KRT12 KRT16 KRT34 KRT85 KYNU LAMP5 LAS1L LAT2 LCA5 LCE3C LCP2 LDB2 LEAP2 LECT2 LENEP LEPROT LHFPL4 LIMK1 LIN7C LIPG LMAN1 LMAN2 LMOD1 LNX1 LPAR3 LPXN LRP2 LRRC4 LRRC46 LRRC58 LRRN3 LURAP1L LXN LY6G6E LYPD2 LYPD3 LYPD5 LYPD8 LYSMD2 LYSMD3 LYVE1 LYZL4 MAG MAGI1 MAOA MAP3K1 MAP3K20 MAP3K4 MAP3K8 MAP4 MAP7D2 MAPK10 MAPK6 MAPRE1 MATCAP1 MATN3 MB21D2 MBD4 MC4R MCF2L MCOLN2 MED1 MED15 MEF2C MEG3 METRN MGST3 MIR205HG MISP MKRN2OS MLKL MMP13 MOBP MOK MOSPD3 MPHOSPH10 MPLKIP MPV17 MPV17L MRPL10 MS4A3 MSTO1 MUC16 MXD3 MYBPH MYL12A MYL3 MYL7 MYMK MYO1B MYO1C MYO1E MYO1H MYO3A MYO5A MYO5B MYO5C MYOZ1 MYOZ2 MYT1L MZB1 NAAA NADK2 NAT1 NAT8L NCALD NCAN NCLN NCMAP NDP NEAT1 NECAB2 NEDD1 NFATC2IP NFIL3 NHSL1 NHSL2 NKD1 NKX1-2 NLRP5 NME3 NNAT NOC3L NOG NOL9 NPAS1 NPAS3 NPL NPR2 NR3C1 NRBP2 NRGN NT5ELP NTM NTN3 NTRK2 NUDT12 NUDT16L1 NUP62 OC90 OCSTAMP OR12D2 OR13C7 OR2A7 OR51E2 OR56A4 OSBPL10 P2RX1 PACRG PAG1 PAOX PARP6 PATE4 PATJ PAX3 PBX2 PCDHB13 PCNT PCNX4 PCOLCE PCSK1N PCTP PDCD4 PDE7A PDGFC PDIA2 PDS5A PDXDC1 PDZK1IP1 PECAM1 PEDS1 PER1 PGBD5 PGM5 PGRMC1 PHYKPL PI4K2B PIGW PIK3R1 PIP5K1B PLA2G4A PLCL2 PLEC PLXNA2 PNKD PNOC PNPO POU2F1 POU3F2 POU5F2 PPFIA3 PPP1R1C PPP2R2A PPP2R2B PRB1 PRDM16 PRDM2 PRELID2 PRKCI PRKCQ PRLR PRR29 PRRX2 PRSS2 PRSS3 PRSS36 PSORS1C2 PTCD1 PTCH1 PTGIR PTP4A1 PTPN5 PTPRD PWP1 PYGO2 RAB11FIP1 RAB31 RAB33A RAB38 RAB3A RAB3C RABIF RAC3 RASA2 RASGRP1 RASGRP2 RASIP1 RASSF8 RBM18 RBM47 REM1 RESP18 REXO5 RFLNA RFLNB RGS7BP RGS8 RHAG RHBDF1 RHOH RIPOR1 RIPOR2 RMDN3 RND3 RNF111 RNF125 RNF151 RNF180 RNF187 RNF208 RNF220 RNF6 RNH1 RPS6KA4 RPS6KA5 RPTN RRH RSL24D1 RTN2 RUFY3 RUNDC3A RYR1 S100A14 SALL3 SAPCD1 SCPEP1 SCUBE1 SDC2 SDF4 SEC16B SEC62 SELENBP1 SEMA5A SEMA5B SENP7 SERINC3 SERPINA3 SERPINB12 SERPING1 SERPINH1 SEZ6 SEZ6L2 SFTPC SH2D4A SH2D4B SH3KBP1 SHISAL1 SIAE SIGIRR SIGMAR1 SLC16A2 SLC17A6 SLC22A16 SLC25A23 SLC25A24 SLC25A30 SLC25A53 SLC30A6 SLC30A7 SLC35D3 SLC35F4 SLC39A4 SLC44A4 SLC46A3 SLC4A4 SLC6A14 SLC6A20 SLC6A4 SLC7A9 SLCO1C1 SLIRP SLITRK1 SLPI SLX1A SMAD6 SMAGP SMARCD3 SMIM1 SMIM18 SMIM3 SMIM5 SNAP91 SNCA SNORC SNORD7 SNX7 SOBP SOCS4 SOCS5 SOX11 SPACA1 SPAG1 SPAM1 SPATA24 SPATS2L SPINT1 SPRYD7 SRPRB SRPX SRY SST SSTR2 ST3GAL2 STAC STAG3 STEAP1 STEAP2 STK32B STK33 STK38 STRN3 SULT1C3 SULT1E1 SUPT4H1 SVIP SYNE2 TAAR1 TAF1B TAPBP TAX1BP3 TBC1D5 TBK1 TCAP TEAD1 TECTA TEK TENM2 TENM4 TEPP TEX101 TEX14 TFDP2 TFR2 THEM5 THY1 TLR1 TLR4 TM4SF20 TM4SF4 TMED7 TMEM106B TMEM150A TMEM160 TMEM161B TMEM163 TMEM63A TMEM86B TMEM88 TNC TNFSF9 TNNT1 TOB1 TOX4 TRAF5 TRAPPC12 TRAPPC3 TRIB3 TRMO TRPV4 TSPAN33 TSPAN9 TSPO TSR3 TTC1 TTC9 TTC9B TTN TTYH3 TUBB4A TULP3 TUSC3 TWF1 U2SURP UBE2L6 UBE3B UBN1 UCK2 UCMA UCP2 UNCX UNKL UTP23 VAMP2 VCAM1 VN1R17P VPS33A VPS37A VRK3 VSIR VSTM2B VSX1 VTN VXN WDR1 WDR86 WDR89 WFIKKN2 WIF1 WNK4 WNT10A WNT3 WNT5A WNT5B WNT6 XCL1 XPOT XRN1 YKT6 YWHAG ZBTB20 ZCCHC12 ZCCHC4 ZDHHC13 ZEB2 ZFR2 ZGRF1 ZIC4 ZNF175 ZNF2 ZNF235 ZNF358 ZNF436 ZNF467 ZNF536 ZNF560 ZNF708 ZNF780A ZZEF1 BRUINS_UVC_RESPONSE_VIA_TP53_GROUP_B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BRUINS_UVC_RESPONSE_VIA_TP53_GROUP_B ABCB4 ABCD4 ABHD4 ACAD8 ACKR1 ADAM22 ADAM23 ADRB2 AEBP1 AEN AGA AGRN AHNAK AJUBA AKIRIN1 AKT1S1 ALDH3A2 ALDH3B1 ALDH8A1 ALG5 ALPK3 AMOTL1 AMOTL2 ANGPTL2 ANO1 ANTXR1 ANXA1 ANXA3 ANXA8L1 AOX3P APAF1 APP ARAF AREG ARG2 ART1 ARX ASAH1 ASB9 ATXN7 AVPI1 B4GAT1 BAG3 BCL10 BCL9 BDH2 BET1L BHLHE40 BMP1 BMP2K BORCS6 BPIFA1 BTG2 BTG3 C11orf24 C15orf39 C16orf87 C19orf25 C1GALT1C1 C5AR1 CALU CAP1 CASP2 CASP8AP2 CASTOR1 CAV2 CBS CCDC127 CCDC3 CCL8 CCN2 CCN3 CCN4 CCNA1 CCPG1 CCRL2 CD274 CD44 CD59 CDKN2D CELSR3 CEMIP CENPN CEP85L CFAP298 CFAP61 CFL2 CGREF1 CGRRF1 CHMP1A CHMP1B CHMP3 CHPF CHPF2 CHRNE CHST14 CHST6 CILK1 CISH CITED1 CLEC10A CLTB CMTM6 CNNM2 COL10A1 COL17A1 COL4A1 COL4A2 COL4A5 COL5A3 COL7A1 COPZ2 COQ10B CPEB1 CPOX CRCT1 CRIP2 CRISP2 CRLF1 CTSA CTSF CXCR6 CYP46A1 DCXR DDAH2 DDC DEPDC7 DFFA DNAJB1 DNAJC17 DNAJC18 DNAJC22 DRAM1 DTX1 DUSP1 DUSP14 DUSP6 DYNC1H1 DYNLT3 EAF2 EBF3 ECHDC3 EDEM1 EIF1 ELOVL1 ENO3 ENPP5 EOLA1 EPHA2 EPHA3 EPHX1 EPYC ERCC5 EREG ETNK1 ETS1 EYA4 F3 FADS2 FAF2 FAM114A1 FAM20A FAM217A FAS FBRS FBXL3 FBXO25 FBXO4 FBXO6 FGF1 FGFBP3 FHL3 FLYWCH2 FMC1 FMO2 FNBP1 FNDC4 FOSB FOXA1 FRMD6 FUCA1 GABRB2 GADD45G GALNT14 GAS2L3 GAS5 GASK1B GBA1 GCC1 GGCT GINM1 GJB6 GNA11 GNG11 GOLGA7 GPC4 GPCPD1 GPI GPR19 GPR85 GRB14 GRIA3 GSDME GSS GTF2IRD1 GTF2IRD2B GZMH GZMM H1-2 H3C14 HACD1 HAPSTR1 HASPIN HBEGF HCN3 HERPUD2 HEXIM2 HGSNAT HLA-DMA HOATZ HOXD13 HPD HPS1 HSD17B11 HSPA1A HTATIP2 HYLS1 IFT25 IGF1R IGHM IL10RB IL11 IL15RA IL3RA IL5RA IL6 INF2 INHBA INMT INPP1 ITGAL ITPKC IVL JPH2 JUP KDM7A KEL KIF15 KLF16 KLF6 KLHDC8A KLHL21 KRT4 KRT71 KRT8 L3HYPDH LAMB3 LAPTM4B LATS1 LCN2 LGALS8 LIF LIX1 LOXL3 LRP1 LRRC27 LRRC51 LRRFIP1 LRRIQ4 LTB4R LTBP3 LTBP4 LYNX1 MAFK MAP2K3 MAPK8IP1 MARVELD2 MATR3 MCFD2 MCPH1 MCUB METTL21A METTL6 MFAP2 MFAP3L MFGE8 MFSD5 MGAT2 MGP MIPEP MLYCD MMP14 MMP3 MORN5 MRAP MRPS18B MSRB1 MSX2 MT4 MTTP MUC13 MVP MXRA8 MYADM MYD88 MYO6 NABP1 NCAN NCR1 NDRG4 NECTIN3 NFKB2 NFKBIZ NFYC NGF NINJ1 NKAIN4 NKX2-8 NME6 NMI NOCT NOS1AP NPDC1 NQO1 NR1I2 NR4A1 NR6A1 NRDE2 NRXN1 NSMCE3 NUAK2 NXF2B OCIAD2 OIP5 OLIG2 OLR1 OR13C7 OR51B2 OR51B6 OSBPL5 P2RX3 P2RX4 PACSIN1 PAK2 PAPPA PCDH8 PCDHB4 PDGFRA PDRG1 PFKFB1 PGLYRP1 PGM3 PHACTR3 PHF19 PHTF1 PHYHD1 PIAS1 PICALM PIGF PIGM PIK3IP1 PKD1 PLA2G2E PLAUR PLBD2 PLD3 PLK3 PLSCR3 PMAIP1 PMEPA1 PNCK PNMT POLD4 POLK POMGNT1 PRKCD PRPS1 PRR5L PRSS23 PRTN3 PTGS2 PTK7 QSOX1 RAB21 RAB22A RAB23 RAD54L RAG2 RAI14 RALGPS2 RASA4 RASD2 RASGEF1C RASSF1 RBP4 REEP6 RELA RENBP REXO1 RFX4 RGS16 RGS18 RIMS1 RIN1 RINL RNASE1 RNASE2 RNF128 RNF41 ROCK2 RPAP3 RPE RPS12 RRAS2 RSPO1 RYR1 RYR3 S100A4 S100A6 SAP30BP SAT1 SCN11A SCN1B SDCBP2 SEMA3D SEMA4A SEMA7A SERINC1 SERP2 SERPINB2 SERPINB5 SERPINE1 SERPINE2 SETD7 SFMBT1 SGCD SGF29 SH2B3 SH3GL1 SHC3 SHD SHISA5 SHISAL2B SIDT2 SLC10A6 SLC12A4 SLC1A1 SLC20A1 SLC23A1 SLC31A2 SLC35A1 SLC35A2 SLC35E3 SLC48A1 SLC50A1 SMAD7 SMIM11 SMIM12 SMIM15 SMPD1 SND1 SNHG20 SNRPD3 SORBS1 SOX1 SOX17 SP5 SP6 SPAG4 SPARC SPP1 SPRR1A SPTLC1 SQSTM1 SRPK3 SRXN1 STK11IP STK4 SULT1A1 SULT2A1 SYN2 SYNC SYPL2 TAP2 TCF21 TCL1A TEAD3 TEC TEF TES TEX261 TFRC TGFB1I1 THAP7 THBD TIMP2 TIMP4 TINAGL1 TJP3 TMBIM1 TMEM132C TMEM192 TMEM216 TMEM41B TMEM53 TMSB4X TNFRSF11B TNFRSF12A TNFSF12 TNFSF8 TPD52 TRAF3IP2 TRAPPC2 TRIM11 TRIM16 TRIM3 TRMT10B TRMT11 TSHB TSPAN13 TSPAN17 UBE3D UBL4A UBQLN1 UBXN6 UCN3 ULK1 UNC5C UNC5CL UPF3A UTRN VASN VN1R5 VNN3P VPS51 WDR31 WDR64 WDR90 WFS1 WIPI2 XDH YES1 YIPF6 ZBTB41 ZBTB49 ZCCHC3 ZFAND2A ZFPL1 ZG16B ZNF235 ZNF3 ZNF688 ZNF821 ZWINT BRUINS_UVC_RESPONSE_VIA_TP53_GROUP_C https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BRUINS_UVC_RESPONSE_VIA_TP53_GROUP_C ADGRV1 AGRN ATP6V0C AXDND1 BCL2L15 BMPER BMPR1B BVES BZW1 C11orf52 CCNK CDH8 COCH CXCL6 DES DHRS2 DHX33 DHX40 EFS EIF3D EIF3G EMB ENTPD6 ERG ERI1 ETF1 FAM210B FGF7 FOXQ1 GCH1 GEM GNG5 HECTD3 HMGN3 HPCA HSD3B2 HSPH1 IL1RL1 IP6K2 KCNH2 KCNK16 KCNQ4 KLF10 KLHL8 KRT78 LCN10 LENG9 LRRC3 LYZ MALAT1 MECOM MEP1B MTCH2 MTOR NAGA NMU OBI1 OR5V1 P2RY14 PACSIN3 PDE3A PDZK1 POLQ PRSS41 PSD3 PTGS1 RABGAP1L SDC4 SEC14L3 SGSM1 SH3GL2 SHKBP1 SIK3 SLC16A13 SLC22A3 SMIM20 SNAI3 SNCB SOCS3 SRRM4 SSBP2 TAOK3 TEX35 TLNRD1 TLR5 TMC5 TRPM2 UBA1 USP14 UVRAG ZNF175 BRUINS_UVC_RESPONSE_VIA_TP53_GROUP_D https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BRUINS_UVC_RESPONSE_VIA_TP53_GROUP_D ABCB11 ADGRA2 ADIPOQ ADISSP ADM AGO2 AKR1C4 ALDH1B1 ALDH5A1 AMIGO1 APOF APPL2 AQP11 ARHGAP45 ARHGEF10L ARIH1 ARRDC2 ATP1B2 ATP6AP2 AZIN1 B3GALNT1 B3GALT1 BCL2A1 BICDL1 BID BLK BLOC1S1 BMI1 BOC C16orf90 C19orf18 C22orf39 C8orf82 CABP1 CACUL1 CALCRL CAPZA1 CARD11 CBLN2 CBX6 CCDC57 CCK CCL7 CCSER2 CD2 CD48 CD79B CES2 CFAP126 CFLAR CHIA CHRNA6 CHRNG CITED4 CLXN CNFN COPB1 CPA1 CPE CRMP1 CRYGC CSMD3 CTPS1 CYFIP2 CYP1A2 CYS1 DBIL5P DDX21 DDX3X DENND1B DIAPH2 DMD DNAJC10 DNM1L DUSP10 DUSP23 EARS2 EFCAB15P EFNA2 ENHO ENPP3 ETV4 EXOC6B EXOSC6 EXTL2 FADS1 FAM107B FAM151B FBXO32 FBXW11 FCGR2B FCHO1 FHAD1 FLACC1 FMO2 FMOD FNDC8 FPR2 GABRA5 GADD45B GAPDH GDF10 GGTA1 GJB3 GNAT1 GRK2 GSDMD GSK3B GTPBP4 HDHD5 HEMGN HHATL HK1 HOOK1 HSPB7 IL2RA INAFM1 IPO4 ITPR2 IZUMO3 KCNA3 KCNMA1 KDELR2 KDM5D KERA KIF16B KIF26B KLHL42 KRT2 KRT84 LAMA5 LAT2 LBX1 LGALS3 LGR5 LMNTD1 LRRC15 LRRC8E LTBP1 LUC7L2 MACROD1 MALL MBP MFSD6 MIA MID1IP1 MORN1 MYO1A MYOG MZT1 NCBP3 NDOR1 NEFM NKTR NOPCHAP1 NR1D2 NR2E3 NRARP OCA2 OLFML2B ONECUT1 OSBPL3 OSMR PARN PAX5 PDCD1LG2 PDPN PGM2 PHACTR1 PHGDH PHKA1 PHKA2 PHKG1 PITPNC1 PITX3 PLCB2 PLEKHA3 PLOD3 PLVAP POLR3G PPP1CB PPP1R12B PRDM4 PRKG2 PRL PRPF3 PRUNE2 PTK2 PUS3 PXDN RAB15 RAB3D RARA RBM20 RBM25 RBM34 RHBG RHD RNF121 RNF122 RNF138 RNF165 RUNX3 SAG SCAPER SCGB3A1 SDR39U1 SEMA3A SEPTIN3 SERPINA1 SGCB SH3BGR SH3PXD2A SLC12A9 SLC17A9 SLC20A2 SLC22A23 SLC30A1 SLC32A1 SLC52A2 SLC9A2 SLIT2 SLN SMIM23 SNAPC1 SNORA64 SNX9 SOCS6 SPAG5 SPATA9 SPEN SPHKAP SPOPL SRCIN1 SREBF2 STBD1 STT3A SYNPO2L TADA3 TBX20 TCAM1P TEKT5 TESC TGFBR3 THEG TIAM1 TIPRL TMCC2 TMEM170A TMEM176A TMEM35A TNFRSF4 TNFSF13B TPI1 TRAK1 TRDN TRIM59 TRIP10 TRMT13 TSC22D2 TTYH1 TUNAR TXNRD3 UBA5 UBE2O UBE2QL1 USP32 UXS1 VDAC1 VEGFC VPS50 ZBTB22 ZBTB8A ZC3H13 ZDHHC3 ZFP14 ZFP92 ZNF544 ZRANB2 BRUNEAU_HEART_GREAT_VESSELS_AND_VALVULOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BRUNEAU_HEART_GREAT_VESSELS_AND_VALVULOGENESIS JAG1 MED13L NKX2-5 NOTCH1 NOTCH2 PTPN11 TBX1 TFAP2B BRUNEAU_SEPTATION_ATRIAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BRUNEAU_SEPTATION_ATRIAL GATA4 MYH6 NKX2-5 TBX20 TBX5 BRUNEAU_SEPTATION_VENTRICULAR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BRUNEAU_SEPTATION_VENTRICULAR CRELD1 GATA4 KRAS NKX2-5 PTPN11 RAF1 SOS1 TBX1 TBX20 TBX5 BRUNO_HEMATOPOIESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BRUNO_HEMATOPOIESIS ADGRE1 AK1 AK4 ANXA2 AQP9 BCL2 BHLHE40 BNIP3 CALCA CAPN5 CCL3 CCN3 CCNG2 CD53 CD55 CD9 CPE CRISP3 CTSC DAG1 DHCR7 ELF1 ELOVL6 ENAH FGF3 FKBP1A GALK1 GLB1 GZMB H1-0 H2BC10 HK2 HMGCR HSD17B10 IFI16 IGFBP7 IL4 LAT2 LILRB4 MAP3K1 MSMO1 NET1 NOCT PBX1 PFKP PRDX4 PTGIR PTGS2 RBL2 RCN1 REPS1 RNF19A S100A6 SCD SERPINF1 SESN1 SLC39A6 SNAP23 SPARC SPINT1 SQSTM1 TEC TIE1 TJP1 TSPAN32 VAMP5 ZNF106 BUCKANOVICH_T_LYMPHOCYTE_HOMING_ON_TUMOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUCKANOVICH_T_LYMPHOCYTE_HOMING_ON_TUMOR_DN ACTR6 ALDOA ATP9A DLK1 EDNRB EMX2 ENPP2 HES1 MEAK7 MEG3 MPHOSPH9 MYBL1 NCOA1 P2RY1 PAPSS2 SAC3D1 SEC61G SGCB SLC1A4 SPIDR WT1-AS ZNF423 BUCKANOVICH_T_LYMPHOCYTE_HOMING_ON_TUMOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUCKANOVICH_T_LYMPHOCYTE_HOMING_ON_TUMOR_UP AKAP10 C3 CALD1 CCDC102B CFLAR CYP1B1 DPY19L2 ESR1 GBP1 GRK3 IGLJ3 LINC00926 MICAL1 MYCBP2 NME9 NOL7 PRPF38B SERPINB6 SKAP2 STK3 ZNF521 BUFFA_HYPOXIA_METAGENE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUFFA_HYPOXIA_METAGENE ACOT7 ADM AK4 ANKRD37 ANLN BNIP3 CA9 CDKN3 CHCHD2 CORO1C CTSV DDIT4 ENO1 ESRP1 GAPDH GPI HILPDA HK2 KIF20A KIF4A LDHA LRRC42 MAD2L2 MAP7D1 MCTS1 MIF MRGBP MRPL13 MRPL15 MRPS17 NDRG1 P4HA1 PFKP PGAM1 PGK1 PNP PSMA7 PSRC1 SEC61G SHCBP1 SLC16A1 SLC25A32 SLC2A1 TPI1 TUBA1A TUBA1C TUBB6 UTP11 VEGFA YKT6 BURTON_ADIPOGENESIS_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BURTON_ADIPOGENESIS_1 ARL4C BAG3 CCN2 CEBPB CEBPD DLX2 DNAJB4 DUSP2 ELL2 ERRFI1 ETS2 FOSL2 FOXC2 ID3 IER3 IL6 IRS2 LITAF MAFF NFIL3 NR4A2 PER1 PHLDA1 RHOB SGK1 SLC25A25 THBD TSC22D1 UNC45A VEGFA WEE1 BURTON_ADIPOGENESIS_10 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BURTON_ADIPOGENESIS_10 ACADL ANXA6 ATP6V1C1 CAVIN2 CCNG2 CETN2 CPEB2 DOCK9 FAM107B FDFT1 FDPS FLOT1 GYG1 HMGCS1 LPL LRRFIP1 MSMO1 MTM1 NOL7 NSDHL PKP2 PYGB RAB3IL1 SEPTIN10 SOWAHC SQLE STRBP TMEM37 UBA3 VCL ZFAND6 BURTON_ADIPOGENESIS_11 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BURTON_ADIPOGENESIS_11 ACVR2A AHR AKTIP ALCAM AMOT ARFGEF1 ARHGAP5 ATF1 ATF2 ATP6AP2 CCDC88A CDH11 COL3A1 DDIT3 EPHB3 GADD45A GAS1 GBP7 ICE1 IDI1 IFI16 IRF1 KIF16B KIF5B LIMS1 LMO7 LPAR1 MARCKS NFIX NR3C1 PAXBP1 PBRM1 PKD2 PNRC2 RAB9A RASA1 RBM39 RNF13 SHOX2 SLC12A2 SLC25A36 SMARCA2 SMS SNAI2 SNAPIN TBK1 TOP2B TULP4 ZFP62 ZMYM6 ZNF644 ZSCAN26 BURTON_ADIPOGENESIS_12 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BURTON_ADIPOGENESIS_12 ARGLU1 ARID1A BOD1L1 BPNT2 BUB1 CAPN7 CASP8AP2 CIP2A CYP1B1 DIPK2A DNAJC3 EMC2 FAM76B GTF2A1 H1-0 HNRNPM IREB2 KIF2A KITLG MKI67 MYEF2 NIPBL PHF12 POLN PTBP3 RSRP1 SP3 SRPK2 SRSF10 TMEM68 UBE2V2 ZNF638 BURTON_ADIPOGENESIS_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BURTON_ADIPOGENESIS_2 ANK3 AVPI1 BCAT1 CAD CCND3 CLIC4 COL4A1 FKBP5 FOSL1 FST FTSJ3 GJA1 GNPTAB GRWD1 GSTO1 HMGA2 HSF1 HSPD1 HSPH1 IL1R1 IL1RL1 ITGA5 IVNS1ABP KCNN4 KRT13 LIMK1 LXN MAP3K6 MCL1 MKNK2 NF2 NOP56 NSUN2 PA2G4 PER2 PGD PRDX6 PRKCE PRR5 PTGES RAMP3 RASA3 RBM14 RHOJ RHOU SAMHD1 SAR1B SASH1 SDC1 SERP1 SFPQ SIDT2 SLC6A6 SLC7A6 SNAI1 SPHK1 SPSB1 SRM SRR SRXN1 ST3GAL1 TEAD4 TGFBR3 TIMP1 TLE1 TLL1 TPM4 TUBB3 UGDH VDR XDH BURTON_ADIPOGENESIS_3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BURTON_ADIPOGENESIS_3 ABCA1 ADAM8 AQP1 ASF1B ATF6B AURKA BIRC5 BRCA1 BUB1 BZW1 CCNB1 CCNB2 CCNE2 CCNF CD4 CDC20 CDC45 CDC6 CDC7 CDCA7 CDCA8 CDK1 CENPK CKS1B CKS2 CSRP2 CSTF2 CX3CL1 DCK DLGAP5 DNMT1 DTL DTYMK E2F8 EZH2 FEN1 FIGNL1 GAS6 HELLS HGF HMGB2 IFI16 IL13RA1 ILF2 IMPDH2 INCENP KIF11 KIF20A KIF22 KIF2C KIF4A KLF5 KPNA2 LMO4 LRP5 MAD2L1 MAN2A1 MCM10 MCM2 MCM3 MCM4 MCM5 MCM7 MKI67 NASP NCAPH NQO1 NUP85 NUSAP1 OSMR PCLAF PCNA PLK1 PNP POLA1 PRC1 PRIM1 PTGFR RACGAP1 RAD51 RAD51AP1 RFC5 RNASEH2C RRM1 RRM2 SLBP SLCO3A1 SMC2 TACC3 TCF19 TFDP1 TK1 TOP2A TOPBP1 TTK TUBB6 TYMS USP1 VCAN WNT4 BURTON_ADIPOGENESIS_4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BURTON_ADIPOGENESIS_4 ABCF2 ADIPOR2 AGTR2 ANGPTL4 ANXA8L1 ATP6V1F BCL6 CCT3 CMC2 COL18A1 COL4A2 COL6A1 COL6A2 CSE1L DAXX DDX51 DPEP1 EIF2B1 EMC8 ENTPD6 EPHB4 FKBP4 GLUL H2AX IDH3A IFI16 IGFBP4 LDHA LSM3 MRPS12 NHP2 NOP2 NSUN2 PLXND1 POLE4 PPM1G PPP2R1B RCL1 RHOU SNRPA1 SREBF1 ST3GAL4 UCHL5 ZNF385A ZNF706 BURTON_ADIPOGENESIS_5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BURTON_ADIPOGENESIS_5 ABHD5 ACADM ACO2 ACSL1 ADAM12 AIFM1 AK2 ALDOA ATL2 ATP5MK BCAP31 BCL2L13 C16orf74 C3 CAVIN1 CBR3 CEBPA CHP1 CISD1 CLOCK COQ9 COX17 COX6A1 CRAT CYC1 CYCS DBI DNAJB9 ECHS1 ESRRA ETFB FABP4 FABP5 FDX1 G6PD GINM1 GK GNPAT GPHN GPI GRPEL1 GUCD1 GYS1 H2AC18 H2AC8 HK2 IFNGR1 IGF2 ISCA2 IVD JAGN1 LMAN2 LPIN1 MAPK6 MDH2 MGST3 MIGA2 MKNK2 MPC2 MRPL12 MRPL15 MRPL18 MRPL20 MRPL34 MRPS26 MRPS34 MTX2 MYORG NDUFA8 NDUFAB1 NDUFB10 NRIP1 ORMDL3 PC PDIA6 PEX11A PEX14 PHB1 PHB2 PIM3 PLA2G12A POR PPA1 PPARG PPIF PRADC1 PRDX3 PRELID3B PRPS1 PSMA1 PSMA5 PTCD3 PTGES2 RASD1 RGCC RMC1 RMDN3 RPP14 RREB1 SDHD SIPA1 SLC1A5 SLC5A6 SORBS1 TALDO1 TBL2 TIMM17A TIMM23 TIMM8A TIMM9 TMEM97 TOB1 TOMM40 TYSND1 UQCR11 UQCRH WFDC21P XBP1 BURTON_ADIPOGENESIS_6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BURTON_ADIPOGENESIS_6 ABCA1 ABCD2 ACAA1 ACAA2 ACAD9 ACADL ACADS ACYP2 ADCY6 ADIG ADIPOQ ADISSP AGPAT3 ALAD ALAS1 ALDH1A1 AOC3 APMAP APOC1 APOE AQP7 ARL4A ATP5F1D ATP5PO BBLN BCAT2 BCKDHB BNIP3 C11orf54 C1QTNF12 C6orf136 C9orf72 CA2 CA3 CAMP CAT CAVIN2 CBR1 CCNG2 CD151 CD1D CD4 CDIP1 CDKN2C CFD CHCHD3 CHPT1 CIB2 CIDEC CMBL COL15A1 COQ5 COX5B COX7A2 COX7B CS CYB5A CYB5B CYRIB DBT DDT DECR1 DGAT1 DHCR7 DHRS7B DLAT DLD DLST DNAJC15 EHD1 ETFDH FAH FASN FMC1 FXN G0S2 GBE1 GCSH GDF5 GPD1 GRHPR GSR HADH HIBADH HIBCH HIPK2 HP HSD11B1 HSD17B12 HSD17B4 HYCC2 IMPDH1 ISCA1 ISOC1 ITGA6 KAT2B LCN2 LDHB LIAS LONP2 LPL LTC4S LUM MAP4K4 MC2R MCCC1 ME1 MGLL MGST1 MPDU1 MRAP MRPL51 NABP1 NDUFA5 NDUFA9 NDUFB2 NDUFB3 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFS1 NDUFS3 NES NNMT NOCT NR1H3 OGDH OR2H2 ORM2 PARM1 PDAP1 PDHB PEX19 PGM2 PHTF2 PLA2G12A PLA2G6 PLIN4 PNPLA2 POLN PON2 PPP2R5A PRXL2A PSEN2 PXMP2 QDPR QKI RAB3D RARRES2 RBPMS REEP5 REEP6 RETN RETSAT RNF11 S100A1 S100A8 SAMM50 SCARB1 SCP2 SDHA SDHB SDHC SFXN1 SGCD SLC19A1 SLC25A1 SLC25A10 SLC2A4 SOWAHC SOX15 SUCLG1 TAB3 TANK THRSP TKT TP53INP2 TSPAN12 TST TUFM UCK1 UNC119 UQCR10 UQCRB UQCRC1 UQCRC2 UQCRQ WFDC12 BURTON_ADIPOGENESIS_7 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BURTON_ADIPOGENESIS_7 ACTN1 APBB2 BAG6 CCN5 CCND1 CD44 CPE CTSV CTTN DLK1 DNM1 FBLN2 FBN1 H2AZ2 HMGA2 IFITM3 IL6ST MARCKSL1 NONO NQO1 PBX3 PLAC8 PLP2 PLXNB2 PNP PROS1 PRRX2 PTGS1 RBP1 RHOJ S100A6 S1PR3 SELENOF SERPINE2 SLC29A1 SLC6A8 SSR3 SYNPO TAGLN2 TGFBI THY1 TIMP1 TIMP2 TINAGL1 TMEM45A TPM4 VAMP5 VCAM1 XPO1 BURTON_ADIPOGENESIS_8 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BURTON_ADIPOGENESIS_8 ACTA2 ANXA3 ANXA5 APP ASAH1 B9D1 BAX BDNF CAP1 CAPG CD276 CD99 CMTM3 COL4A5 CPQ CTSA DAXX DSTN EMP1 EMP3 F2R FAM91A1 FGF7 FXYD5 GBA1 GNB1 GNG10 GSTM1 HMGCR ITGAV KCTD10 KDELR3 LAMP2 LEPROT LOX MAP1LC3B2 MAPKAPK2 MATN4 MSN MYH9 NCAM1 NSA2 OGN PDLIM7 PDPN PHLDB2 PLA2G7 PLD3 PLTP PLXNB2 PRAF2 PRDX4 PRR13 PRSS23 PSAP PTGIS RAB31 RPS6KA4 SCPEP1 SERPINB6 SERPINF1 SERTAD1 SKI SLC1A4 SLC38A4 SLC7A5 SMAD6 SPTAN1 TAPBP TCEAL9 TES TMSB10 TPBG TSPAN6 TUBA1A TWIST2 USP22 VCAM1 VCL ZFP36L2 BURTON_ADIPOGENESIS_9 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BURTON_ADIPOGENESIS_9 ACOT9 ACVR2A AKAP12 ANXA11 ARMCX2 ASAP1 BCAR1 C16orf89 CCL15 CCL7 CCN1 CDK4 CDKN2A CDKN2B CEBPD CITED2 CLIC1 CNN3 CSF1 CSRP1 CTNND1 CXCL12 CYTH3 DDAH2 DNM1 DOK1 DPP7 EIF4B EPHX1 EXOC4 F3 FADS1 FERMT2 FOS FZD2 GALK2 GAS2 GEM GGTA1 GLMP GPC4 GRN GSTM1 GSTT1 HEBP1 ID3 IFI30 JUP KIFAP3 KLF4 LATS2 LGALS9 MAGED2 MAOA MFSD1 NDRG4 NEDD9 NME4 PCGF5 PHLDA1 PLA2G4A PLAT PLK2 PRKCD PTGS2 RASA4 RASSF5 RECK RNF13 ROCK2 SFRP2 SIRT2 SKAP2 SLC8A1 SNX6 SPART SPP1 STXBP3 THBS2 TPD52L1 TPM1 TSPYL4 TXNDC16 VCAM1 BURTON_ADIPOGENESIS_PEAK_AT_0HR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BURTON_ADIPOGENESIS_PEAK_AT_0HR ACTA2 ADH1C APBB1IP ASAP1 CALML4 CCL15 CCN3 CCNG2 COL11A1 COL8A1 CRYAB CSF1 CTSK CYB5R1 DAB2 DDIT3 F3 FAH FLOT1 FZD2 GADD45A GAS1 GAS2 HLA-G IDH1 IGF1 IL11RA ISG15 KLF2 LPL MAP4 MARCKS MGP MXD4 MYL9 NAA10 NEAT1 NREP OGN PCCB PCK2 PDGFRA PDGFRB PLAT PLIN2 PSMB10 RAB11FIP5 RALGDS RASL11B RUNX1T1 SERF2 SERPINB9 SFRP2 SORD SPP1 TGFB3 THBS2 TIMP3 TLE5 TLN1 TPM1 TRIB3 VEGFC VEGFD BURTON_ADIPOGENESIS_PEAK_AT_16HR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BURTON_ADIPOGENESIS_PEAK_AT_16HR ABCF1 ABCF2 ASF1B ASS1 CDC6 CDCA7 CHAF1B DDX21 DNMT1 DUT ECM1 EMB FAM111A FEN1 GRWD1 HAT1 HELLS HMGA1 HMGB2 IFI16 IFRD2 MCM3 MCM4 MCM5 MCM6 MCM7 MRPL18 MSH6 NAP1L4 PGP POLA2 POLD1 PRPS1 RAD51 RNASE3 RRM2 SAA3P SERPINA3 SMC2 SNX5 VCAN BURTON_ADIPOGENESIS_PEAK_AT_24HR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BURTON_ADIPOGENESIS_PEAK_AT_24HR AGT ANLN ANXA8L1 AQP1 AURKB BBLN BUB1 CAD CCNA2 CCNB1 CDC20 CDC25C CDK1 CENPL DCTPP1 ELAVL1 EXOSC5 GALK1 H2AX HMMR IPO5 ISYNA1 KIF20A KIF22 KIFC1 KPNA2 LCN2 MELK NUSAP1 PRC1 PTTG1 RACGAP1 RANGAP1 RRM1 S100A8 SLPI SNRNP70 SRSF1 STMN1 TK1 TOP2A TRAPPC5 UBE2C WFDC12 BURTON_ADIPOGENESIS_PEAK_AT_2HR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BURTON_ADIPOGENESIS_PEAK_AT_2HR ACKR3 ADM BAG3 BTG2 CAPN1 CCN1 CCN2 CDR2 CDR2L CEBPD DNAJB1 DNAJB4 DNAJB6 DUSP1 EMD ERRFI1 ETS2 FOS FOSB FOXC2 GADD45G HK2 ID3 IER3 IL6 JUNB KLF4 LONP1 MAP2K3 MYC NR4A1 NR4A2 PHLDA1 PPP1R15A PTGS2 RGS2 RHOB RHOJ SEMA3C SERPINE1 SLC20A1 THBS1 TNFAIP6 TNFRSF1B ZFP36 BURTON_ADIPOGENESIS_PEAK_AT_8HR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BURTON_ADIPOGENESIS_PEAK_AT_8HR ARL4D BZW1 CD44 CEBPB EREG FGL2 FOSL1 GSTO1 HMGA2 HSPH1 IFI16 IL1RL1 ITGA5 KLF5 NOP56 PLAC8 POR PPA1 PPP1R2 PRDX6 PRR5 RCL1 RRAS2 SAMHD1 SCD SDC1 SLC16A1 SLC23A2 SLC7A6 SRXN1 TEAD4 TIAM1 TOP1 TSC22D3 TUBB2A UAP1 UCP2 VDR XPO1 BUYTAERT_PHOTODYNAMIC_THERAPY_STRESS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUYTAERT_PHOTODYNAMIC_THERAPY_STRESS_DN ABHD14A ACOT13 ACP6 ACSL5 ADAM10 ADAM12 ADAMTS3 ADAT1 ADO ADRB2 AGBL5 AGPAT1 AK1 AK2 ALDH1B1 ALDH5A1 ALG6 ALG8 AMD1 AMOTL2 ANAPC13 ANAPC15 ANKFY1 ANP32A ANTKMT ANTXR1 AP1S1 AP2A2 AP3M2 APBA2 APEX2 APOL1 ARAP2 ARF3 ARHGDIB ARL5A ARSJ ASTE1 ATP2A2 ATP5MC1 ATP6V0E2 ATR ATRN ATXN10 AURKA AURKB B3GAT3 B4GALT6 B4GAT1 BAG5 BARD1 BCL2 BCL2A1 BCL2L1 BCL7C BCS1L BDH1 BDH2 BDNF BIN3 BIRC5 BLCAP BLOC1S1 BOLA1 BOLA2 BRCC3 BRIP1 BSCL2 BTD BUB1 C11orf71 C16orf95 C1orf112 C1orf216 C6orf120 C7orf25 C9orf40 CADM1 CALD1 CARD10 CAV2 CBR3 CBY1 CCDC15 CCDC28B CCDC85B CCL2 CCN1 CCN2 CCNA2 CCND1 CCND3 CCNE1 CCNF CD302 CD40 CDC42EP3 CDC7 CDCA3 CDCA4 CDK1 CDK5 CDKN2C CDKN3 CENPI CENPS CFLAR CHPF2 CHST2 CISD1 CKLF CLDN11 CLN5 CLN6 CLTB CMC4 CNN2 COA1 COA4 COL4A1 COL4A2 COPS7B CORO1A COX16 CREBZF CRIM1 CSTF1 CSTF2T CTDSPL CTNNBIP1 CTPS1 CTSC CXXC1 CYB5A CYP24A1 DAG1 DARS2 DBF4 DBI DCAF8 DCTPP1 DDX11 DEAF1 DENND2B DEPTOR DERA DET1 DFFB DGCR6 DHFR DHODH DHRS1 DHRS11 DLEU1 DNA2 DNAAF2 DNPH1 DOK1 DOLK DPM2 DPM3 DPY19L1 DTYMK DUT E2F1 EBAG9 EBP EDN1 EEF1AKMT3 EEF2KMT EFEMP1 EFEMP2 EFHD2 EHD3 EHMT2 EID1 EIF2B1 ELOA ELOVL6 ELP5 EMC9 EML3 EML4 EN1 ENC1 ENDOD1 ENDOG ENSA EPHA2 ERG28 ERLIN1 ERLIN2 ERMP1 ETFB EXO1 EXOG EXOSC4 EXTL2 F8A1 FABP4 FAM200C FAM86B1 FAM8A1 FANCA FANCF FARSA FBN1 FBXL18 FBXO5 FBXO9 FEM1B FERMT1 FGFBP1 FHOD1 FJX1 FKTN FN1 FNTB FOCAD FOXD1 FOXL2 FPGT FUCA1 FUT4 FZD1 GABBR2 GALNT10 GALNT14 GALNT6 GATC GBP1 GCHFR GEMIN4 GEMIN6 GGCX GINS2 GINS4 GLIPR1 GLRX5 GM2A GMPR2 GPAA1 GPR176 GPR3 GSTT2 GTF3C2 H2AX HADH HCFC1R1 HDDC2 HELLS HES1 HEXIM1 HHEX HILPDA HJURP HK2 HLA-DPA1 HMBS HMOX2 HNF1B HOPX HOXA1 HOXA10 HOXA9 HOXB7 HYAL2 ICAM1 ICAM3 ICMT ID1 ID3 IFIT5 IGF2BP3 IGFBP5 IL13RA1 IMP3 INAVA INHBB INTS5 INTS9 IPP IQCC IRS1 ISG15 ISOC1 ISOC2 ITGB3 IVD IVNS1ABP JADE1 JAG1 JPT2 JRK KANK1 KANK2 KCTD14 KIAA1549L KIF15 KIF18B KIF20A KIFC1 LAGE3 LANCL1 LAPTM5 LBH LCMT2 LCP1 LEF1 LINC01963 LIPA LIPT1 LMNB1 LMNB2 LOXL1 LOXL2 LRP8 LSM2 LYPD1 LYSET M6PR MALL MANSC1 MAP3K5 MAPK14 MAT2A MBTPS2 MCAT MCCC2 MCM10 MCM3 MDFIC MDH2 MDM1 MEAK7 MECP2 MED22 MEIS2 METTL13 METTL18 MGST2 MKI67 MLLT11 MLPH MLXIP MPC1 MPHOSPH9 MPPE1 MPZL2 MREG MRPL24 MRPL34 MRPL40 MRPL57 MRPS11 MRPS14 MRPS17 MRPS34 MSRB2 MTARC2 MTMR1 MYCBP MYL9 N6AMT1 NAA40 NAAA NASP NAV3 NCOR2 NDUFA3 NDUFA7 NDUFAF7 NDUFB7 NDUFS6 NEDD4L NEIL3 NEK2 NF2 NGF NHLRC2 NHP2 NID1 NLK NLRP3 NMB NME3 NME7 NMU NNMT NR2F1 NREP NRGN NTHL1 NUAK2 NUBPL NUDT1 NUDT6 NXF1 ORC1 OSBPL3 OSTF1 PAGR1 PAN2 PAQR4 PARD6A PARP2 PCDH7 PCDHGC3 PCSK6 PCYOX1L PDF PDGFB PDLIM5 PDSS1 PEX11B PEX12 PGAP2 PGP PGRMC1 PGRMC2 PHTF1 PIGC PIGF PIGK PIGN PIGO PIMREG PIP4K2B PITX1 PKP4 PLAU PLCL2 PLCXD1 PLGRKT PLK2 PLXNA2 PMS1 PNN PNPLA4 POGLUT1 POGLUT2 POLA2 POLE2 POLM POLR1G POLR2I POLR2L POLR3K PON2 POP5 PPARD PPIC PPM1F PPOX PPP1R3C PPP2R2D PRIM1 PRMT7 PRR16 PRSS23 PSMB10 PSMB9 PSME3 PSME3IP1 PSRC1 PTCD2 PTDSS1 PTPN18 PTPRN2 PUDP PWP2 PXMP2 PXMP4 PYCARD PYCR3 RAB27A RAB38 RABIF RAC2 RAD51C RAD54B RANBP6 RBL2 RBM8A REXO5 RFC3 RGS4 RGS7 RHOBTB3 RIDA RMDN3 RNASET2 RNFT2 ROR1 RPS6KB2 RRAGA RRM2 RRS1 RSAD1 RTL10 SAC3D1 SCAND1 SDC2 SDHAF3 SEPHS1 SEPTIN7 SERPINE1 SETMAR SH2D4A SHMT1 SIX1 SKP2 SLC16A7 SLC25A11 SLC25A12 SLC25A20 SLC26A2 SLC37A4 SLC38A6 SLC39A8 SLC43A3 SLC5A6 SLFN12 SMARCD2 SMCO4 SMTN SMURF2 SNRNP25 SNU13 SOX9 SPARC SPC25 SPIN2A SPTSSA SRF SRGN SRSF7 SRSF8 SSX2IP ST3GAL4 STX10 STX8 SUB1 SURF2 SYNJ2BP SYNPO SZRD1 TACSTD2 TAGLN TARDBP TASP1 TBC1D2 TBC1D2B TBL1X TCTA TCTN3 TEX261 TGFB2 TGFBI TGFBR2 TGIF2 TGM2 THAP10 THAP11 THBS1 THTPA THYN1 TIMM10 TIMM8A TIMM8B TLE4 TLR4 TM7SF2 TM7SF3 TMCO6 TMEM109 TMEM14A TMEM160 TMEM177 TMEM80 TMSB15B TMX1 TMX4 TNFAIP1 TNS3 TOP2A TOR3A TPM4 TRAM2 TREX1 TRIAP1 TRIM14 TRIM34 TRMT12 TRMT2B TSEN2 TSPAN1 TSPAN4 TTLL12 TTLL4 TTPAL TUBB TUG1 TUSC2 TXN2 UBQLN2 UBR7 UBTF UBXN8 UCP2 UGGT2 UQCR10 UROS USB1 USP13 USP18 UTP3 VANGL1 VCAN VCL VOPP1 WDCP WDR5B WDR7 WDR76 WDR77 WNT5A WTAP WWC1 XPA YLPM1 ZBTB14 ZBTB18 ZBTB25 ZDHHC3 ZDHHC4 ZFHX4 ZHX3 ZMYM3 ZNF112 ZNF174 ZNF22 ZNF239 ZNF365 ZNF512B ZNF93 ZNRD2 BUYTAERT_PHOTODYNAMIC_THERAPY_STRESS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUYTAERT_PHOTODYNAMIC_THERAPY_STRESS_UP AADAC AARS1 ABCA1 ABCC5 ABHD3 ABHD5 ABI1 ABL2 ABTB2 ACBD3 ACVR1 ACVR1B ACVR2A ADAM17 ADAMTS5 ADCY7 ADNP2 AFF4 AGO3 AHI1 AHNAK2 AHR AHSA1 AK6 AKAP17A AKAP8L AKAP9 AKR1C1 AKR1C3 AMPD3 ANKRD10 ANKRD12 ANXA10 AP1AR AP3S2 AP5Z1 APPBP2 AREG ARFGAP3 ARFGEF2 ARHGAP12 ARHGAP45 ARHGEF2 ARHGEF3 ARHGEF7 ARID3B ARID4B ARIH1 ARL8B ARMCX2 ARMCX3 ARMCX6 ARPP19 ASS1 ATF2 ATF3 ATF4 ATF7IP ATG14 ATP2B1 ATP2B4 ATP6V0A2 ATP6V1B2 ATP6V1C1 ATXN3 AXIN1 AZI2 BACH1 BAG3 BAHD1 BAZ2A BAZ2B BET1 BHLHE40 BMP2 BPGM BRAP BRD1 BRD2 BRD4 BRF2 BRWD1 BSDC1 BTG1 BTN2A1 BTN2A2 BTN3A1 BTN3A3 C3orf52 CAMTA2 CBFA2T2 CBLB CBLL1 CCDC28A CCDC68 CCDC93 CCN3 CCNA1 CCNG2 CCNJ CCNL1 CCNT2 CCSER2 CD55 CDC42 CDK17 CDK19 CDK8 CDKL3 CDKN1A CDKN1C CDKN2AIP CDR2 CDR2L CDYL CEBPB CEBPD CEBPG CELF1 CENPJ CEP112 CGRRF1 CHAC1 CHIC2 CHKA CHORDC1 CHTOP CIR1 CITED2 CLCF1 CLCN6 CLDN14 CLIP2 CLK1 CLK4 CLU CNIH3 CNNM4 CNOT4 COPS2 COQ10B CPT1A CREBBP CSF2 CSGALNACT2 CSNK1G1 CSNK2A1 CSNK2A2 CSTF3 CTH CTNS CUL3 CUL7 CUX1 CXCL2 CXCL3 CXCL8 CYTH2 DAAM1 DCP1A DCTN4 DCUN1D2 DDAH2 DDIT3 DDIT4 DENND4C DHRS3 DHX34 DLGAP4 DMTF1 DNAJA1 DNAJB1 DNAJB14 DNAJB2 DNAJB4 DNAJB6 DNAJB9 DNMT3B DNPEP DOK4 DSE DST DUSP1 DUSP10 DUSP5 DYNC1LI1 DYRK3 EEIG1 EFNA4 EGLN2 EIF1 EIF2AK3 EIF3A EIF4EBP3 EIF5 EIF5A2 ELF1 ELK4 ELL ENTREP1 EP300 EREG ETS2 EZH1 F11R F2RL1 FA2H FAM13A FAM169A FAM53C FBXL12 FBXO38 FEM1B FEM1C FGD6 FGF2 FGFR1 FICD FKBP4 FNBP4 FNTA FOS FOSL2 FOXJ3 FOXO3 FRS2 FTH1 FTL FXR1 FZD7 GABARAPL1 GABPA GADD45A GAREM1 GARRE1 GCC1 GCLC GCLM GDF15 GEM GFPT1 GGPS1 GJC1 GK GMEB1 GMEB2 GMFB GNA13 GNAI1 GNAI3 GNPDA1 GOLGA2 GOLGA5 GOLGA6L9 GOLGB1 GOLPH3L GON4L GPATCH3 GPATCH8 GPBP1L1 GPR107 GPR137B GPR161 GPRC5A GPRC5B GRB10 GSE1 GSK3B GTF2B GTF2H1 GTF2IRD1 GTPBP2 H2AC18 H2AC6 H2BC12L H2BC5 H2BC7 HAUS6 HBP1 HDAC5 HECA HERC4 HERPUD1 HEY1 HIC2 HINFP HIPK3 HIVEP1 HIVEP2 HMBOX1 HMOX1 HOXD1 HPGD HRH1 HS1BP3 HSF2 HSP90AA1 HSP90AB1 HSPA13 HSPA4 HSPA4L HSPA6 HSPBAP1 HSPD1 HSPE1 HSPH1 HUS1 IBTK IER3 IFI16 IGF1R IGFBP1 IKZF5 IL11 IL13RA2 IL15 IL18 IL1A IL24 IL6 IL6R ILRUN ING1 INHBA INPP5E INSR IP6K1 IP6K2 IQCB1 IRF1 IRF7 IRF9 IRS2 IST1 ITCH ITGA2 ITSN2 JMJD1C JMJD6 JUND KCNK1 KDM2A KDM3A KDM4A KDM4B KDM5B KDM6A KDM6B KHDRBS1 KHNYN KIF3C KIN KITLG KIZ KLF10 KLF11 KLF12 KLF3 KLF4 KLF5 KLF6 KLF9 KLHL24 KMT2B KPNA5 LAMTOR3 LARP4 LARP6 LCOR LDAF1 LGALS3 LHFPL2 LIN37 LMBR1L LOX LRIF1 LRIG2 LRRC8E LSS LUC7L LYPD3 LYST LZTS3 MAFF MAFG MAP1LC3B MAP1S MAP3K14 MAP3K2 MAP3K9 MAP4K3 MAP4K5 MAPK7 MARCHF6 MARCHF7 MARK3 MAU2 MBNL2 MBP MED13L MED17 MEF2A MEF2D MEGF9 MFHAS1 MID2 MKLN1 MKNK2 MKRN1 MLF1 MMP1 MMP10 MMP13 MORC3 MRPL18 MRTFA MSX1 MT1X MTF1 MTHFD2 MTMR3 MTPAP MTUS1 MXD4 MXI1 MYO9A N4BP1 N4BP2L1 N4BP2L2 NAB2 NAMPT NAP1L1 NAV2 NCF2 NCOA1 NCOA3 NCOA6 NDEL1 NDRG1 NEU1 NFAT5 NFE2L2 NFIL3 NFKBIA NFYA NIPBL NOTCH1 NPC1 NPIPA1 NPIPB3 NR1D1 NR1D2 NR2C2 NRAS NRBF2 NRF1 NRG1 NSMAF NUDT4 NUMB NUP50 NUP58 NXF1 OASL OGA OPTN ORC6 OSBP OSBPL2 OSER1 OSGIN1 P4HA2 PAFAH1B1 PALLD PALM2AKAP2 PAX8 PCNX1 PDCD4 PDE10A PDE4DIP PDZD2 PELO PER1 PER2 PER3 PFKFB3 PGF PGM3 PHF1 PHF3 PI4K2A PIAS4 PIK3CA PIM1 PJA2 PKD1 PKNOX1 PLA2G15 PLA2G4A PLAGL2 PLCD1 PLEKHB2 PLEKHF1 PLEKHM1 PLEKHO2 PLIN2 PLK3 PLPP1 PLXNA3 PMAIP1 PMP22 PNISR PNRC1 POR POU2F1 PPARG PPIF PPL PPP1R15A PPP2R2A PPP2R5B PRDM10 PRDM4 PRKCD PRKD2 PRRC1 PRRC2B PRRG4 PSEN1 PSG1 PSG4 PSG6 PSG7 PSG9 PSPH PTBP2 PTBP3 PTGS1 PTGS2 PTHLH PTP4A1 PTX3 PUM1 PWWP3A R3HCC1L RAB11FIP1 RAB22A RAB29 RAB40B RAB5A RAB6A RAB7A RAB8B RAB9A RABEP1 RABGAP1 RABGEF1 RABGGTB RAD54B RALGAPB RALGDS RASAL2 RASSF1 RB1CC1 RBM25 RBM39 RBM48 RCAN1 RCAN3 RCBTB1 RELB RELN RESF1 RETREG2 RGL1 RGPD5 RGS17 RGS2 RHBDF1 RHOB RHOF RHOQ RIOK3 RIPK2 RIPOR1 RIT1 RLF RMND5A RND3 RNF103 RNF19B RNF38 RNF44 RNF6 RNMT RP2 RPS6KA5 RPS6KC1 RRAD RRAGC RRAGD RRAS2 RSAD2 RSC1A1 RSF1 RSL1D1 RSRC2 RTN2 RWDD2A RYBP SAT1 SBNO1 SCG5 SEC24A SEC24B SEC24D SECISBP2L SENP5 SENP6 SERINC1 SERP1 SERPINB2 SERPINH1 SETD2 SETD5 SFPQ SFSWAP SGPL1 SHTN1 SIK1 SIK3 SIM2 SIRT1 SIRT7 SKIL SLC12A7 SLC17A5 SLC1A4 SLC25A36 SLC25A38 SLC2A3 SLC30A1 SLC31A2 SLC33A1 SLC38A2 SLC38A7 SLC39A14 SLC3A2 SLC4A7 SLC6A6 SLC6A8 SLC7A11 SLCO4A1 SLF2 SLK SMAD4 SMC5 SMOX SMURF1 SNAP23 SNIP1 SNN SNX16 SNX6 SOCS1 SOD2 SORBS1 SOS1 SOS2 SP2 SPAG9 SPRY2 SPSB1 SPSB3 SPTLC2 SQSTM1 SRC SREK1 SRSF11 ST3GAL6 STAG2 STAM STC2 STK10 STK17B STK3 STX1A STX3 STX5 STXBP3 SWAP70 SYF2 SYNC SYNGR3 TANC2 TANK TBC1D15 TBC1D17 TBC1D3F TCEAL9 TCF20 TCF7L1 TCF7L2 TFDP2 TFPI TFPI2 TGDS THBD THUMPD2 TICAM1 TIPARP TJAP1 TJP1 TLE1 TLR2 TMCC1 TMED5 TMEM39A TMF1 TNFRSF11B TNFSF9 TOB1 TOB2 TOPORS TP53BP2 TRAF6 TRIB1 TRIB3 TRIM13 TRIM16 TRIM23 TRIM25 TRIM33 TRIM36 TRMO TSC1 TSC22D1 TSC22D2 TSPYL2 TTBK2 TTC17 TTC33 TUBB2A TVP23B TXNIP TXNL4B TXNRD1 UAP1L1 UBAP1 UBE2B UBE2D1 UBE2H UBL3 UBR2 UBXN7 UFM1 UGCG UGDH ULK1 UPF2 UPF3B UPP1 USP36 USPL1 UTP25 VAT1 VCPKMT VEGFA VPS37B VPS4B WAC WAPL WASHC2C WBP4 WDFY3 WDR19 WDR47 WDR48 WIPF2 WIPI1 WRN WSB1 XIAP YPEL5 YRDC ZBTB40 ZBTB43 ZC2HC1A ZC3H12A ZC3H7A ZC3HAV1 ZCCHC14 ZEB2 ZFP36 ZFX ZHX2 ZKSCAN5 ZMIZ1 ZMYM5 ZNF140 ZNF143 ZNF16 ZNF165 ZNF202 ZNF212 ZNF24 ZNF254 ZNF274 ZNF277 ZNF282 ZNF322 ZNF354A ZNF394 ZNF395 ZNF426 ZNF442 ZNF473 ZNF557 ZNF83 ZNF84 ZSCAN31 ZSCAN5A BYSTROEM_CORRELATED_WITH_IL5_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BYSTROEM_CORRELATED_WITH_IL5_DN ADAM10 ADAR AP1G1 ARNT BAZ1B CAND1 CD180 CD44 CEACAM1 CLK4 CYBB DDB1 EIF4G1 ERCC2 FOXM1 HCFC1 HIPK1 HIVEP2 IKZF1 IL6ST INCENP ITGAL KLRK1 KPNA3 LYST MAPK9 MAPKAPK2 MATR3 MTMR1 MXD1 NCF1 NR3C1 NVL PAPOLA PIK3CD PIK3R1 PIM1 PITPNB PKNOX1 PLD1 PSTPIP2 PTPRJ RAB10 RNF13 RNF2 SF3B1 SLA SLFN12L SNX2 SORL1 SRSF1 SSR3 STAT5B SYK TFDP1 TMPO TRAM1 WRN ZFY ZNF22 BYSTROEM_CORRELATED_WITH_IL5_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BYSTROEM_CORRELATED_WITH_IL5_UP ALOX15 CAMP CD63 CTDSP2 CTSH DOK2 DYNC1H1 E2F1 EPX ETF1 GATA1 GATA2 GORASP2 GTF3C1 HDAC2 HDGF HIP1R IKBKB IL11RA IL3RA LYL1 MAP4K4 NELFE NFKB1 NUCB1 NUCB2 POLR2L PRG2 PRG3 PSMC5 PTPN2 RBBP4 RNASE3 RPS12 SERPINB2 SET STX3 TACSTD2 TSPAN32 VAMP8 VCAM1 BYSTRYKH_HEMATOPOIESIS_STEM_CELL_AND_BRAIN_QTL_CIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BYSTRYKH_HEMATOPOIESIS_STEM_CELL_AND_BRAIN_QTL_CIS ACAA1 ACADL AGTRAP ALAD ALDH9A1 ARHGAP9 ARL6IP1 C5orf34 CCND2 CLEC16A CPSF2 CTSC CUX1 DAP3 DCTN6 DDA1 DPP7 EEF1AKMT1 ELOA FAM114A2 GATAD2A GEMIN5 GFER GLO1 GNB1 HARS1 HJURP IFI16 IQGAP1 KCNJ9 KLC1 KMT2E MED1 MRPL35 MRPL44 MRPS7 MTIF2 MYO7A NDUFA7 NECAP2 NOP10 OCEL1 PADI2 PDXDC1 PRDX2 PRKCE PSMB6 PTPRF RPL26 SARAF SC5D SCOC SKP1 SNHG6 SNORD30 SNRPB2 SPG21 SRP9 THUMPD1 TOX4 TRMT1 TUBGCP4 USP38 VPS52 ZFAND5 ZFP91 ZMYM6 ZNF878 BYSTRYKH_HEMATOPOIESIS_STEM_CELL_AND_BRAIN_QTL_TRANS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BYSTRYKH_HEMATOPOIESIS_STEM_CELL_AND_BRAIN_QTL_TRANS ABCA1 ABCC3 AGRP AHCY AIP AKAP8 ANP32A BAZ1B BLM C4orf3 CAPN6 CAVIN2 CCDC6 CETN2 CHCHD7 CHD8 CNBP COMT CRYGB CSNK2A2 CTCF CYBA DDA1 DMTN DNAJB11 DNAJB6 E2F8 EGF EIF2B4 EIF5B EPB41L4B EPOP EPS15L1 EYA3 FABP5 FASTKD5 FBLN1 FGF9 FLCN GDI2 GLDC GLMP HAND1 HMOX2 HNRNPH2 HOXD4 HP HPD HSD17B2 ICOS IFIT1B IGFBP4 KCNN1 LAMB3 LRRC58 MAGEB1 MAP1S MAP3K12 MCM3AP MED10 MKI67 MKLN1 MMP17 MNT MOV10 MRPL50 MRPS5 MSI1 MTRES1 MYH3 NAA30 NAALAD2 NANS NCOA1 NDUFS2 NF1 NFKB1 NME3 NNT NOP58 NRBP2 NSD1 NXF1 ORM2 ORMDL3 OTUB1 PCK2 PDK4 PDLIM1 PDLIM7 PDXDC1 PGAP2 PIGA PKIA PLD2 PPARA PRAMEF13 PRKCD PSD PSMD14 PTCD3 PVALB PXMP2 RANBP9 RAP1B RAP1GDS1 RMC1 RNF19B RPF1 S100PBP SALL3 SAMM50 SBNO1 SDC1 SEMA4F SERPIND1 SF3A2 SF3B5 SFPQ SFR1 SGCE SKAP2 SLC16A2 SLC2A1 SLC2A4 SLC35C2 SNRPB SPTLC2 ST8SIA1 STK11 STMN2 STX12 SYPL1 TBC1D15 TCIRG1 TIPARP TMEM222 TNFAIP8L1 TPST1 TRIP12 TSHB TSPAN33 TTC17 TULP4 UCP1 UPK3B USP22 UTP4 VAMP1 VDAC2 ZBTB14 ZFAND6 ZFR2 ZFYVE16 ZMYM4 ZNF444 ZNF574 BYSTRYKH_HEMATOPOIESIS_STEM_CELL_FGF3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BYSTRYKH_HEMATOPOIESIS_STEM_CELL_FGF3 BMP8A BMP8B EFNB1 EFNB3 MAP2K6 PKNOX1 POU5F1 SH3RF1 BYSTRYKH_HEMATOPOIESIS_STEM_CELL_FLI1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BYSTRYKH_HEMATOPOIESIS_STEM_CELL_FLI1 DBF4 FANCG HIC1 IFT27 IL1RL1 MYF6 RAB5B TAP2 BYSTRYKH_HEMATOPOIESIS_STEM_CELL_IL3RA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BYSTRYKH_HEMATOPOIESIS_STEM_CELL_IL3RA BCAP31 CCND3 EPHA6 GUCA1A KMT2A PCDHA9 RAC1 SERTAD1 VEGFB BYSTRYKH_HEMATOPOIESIS_STEM_CELL_QTL_CIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BYSTRYKH_HEMATOPOIESIS_STEM_CELL_QTL_CIS ACADL ADGRG1 ADPGK AGTRAP ALAD ALDH9A1 ARL6IP1 ATAD1 ATP5MJ ATP6V1B2 BMAL1 C5orf34 CBFA2T2 CBR1 CCL15 CCND2 CCR2 CD1D CD59 CLEC16A CNIH1 CNN3 COA3 CPSF2 CREG1 CRYZ CSRP1 CST3 CTSC CTSE CUX1 D2HGDH DAP3 DBI DCTN6 DDOST DIAPH3 DPP7 ELOA EMP1 F11R F2R F5 FGF3 FLI1 FLOT1 GATAD2A GATM GCSAM GEMIN5 GFER GGH GGNBP2 GLO1 GNB1 GNB4 GPI HARS1 HDC HJURP HLA-DRA IFI16 IL3RA ITLN1 KIF1C LIG3 LITAF MED1 MPC2 MPO MRPL35 MRPS7 MSH5 MTIF2 MTMR9 MYL10 MYO5A MYOM1 NABP1 NECAP2 NFYA NOP10 NPL NSDHL NSMCE3 NUB1 NVL OCEL1 PADI2 PADI4 PDXDC1 PIGX PITX2 PON2 PRDX2 PSMB6 PSMG4 PTPRF PTPRVP RCN1 RGCC RPL26 RUNX1 SARAF SC5D SCOC SERF2 SNHG6 SNORD30 SNRPB2 SPAST SPG21 SQOR SRP9 ST6GALNAC4 TBCB TFPI THUMPD1 TM2D3 TMCO1 TMEM234 TRAPPC12 TSPAN8 TTC7B TUBB6 TUBGCP4 UBAP2L USP38 VAMP4 VPS52 ZC3H11A ZMYM6 BYSTRYKH_HEMATOPOIESIS_STEM_CELL_QTL_TRANS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BYSTRYKH_HEMATOPOIESIS_STEM_CELL_QTL_TRANS ABCB10 ABCB8 ABCF1 ACKR3 ACOX1 ACP6 ACRBP ACVRL1 ADAM10 ADARB1 ADCY6 ADGRL1 ADIPOQ ADIPOR1 ADPRS ADSL ADSS2 AGFG1 AHCY AK2 AKAP17A AKR1B10 AKR1C4 AKTIP ALAS1 ALDH1A1 ALDH1A2 ALDH3A2 ALK ALKBH5 AMOTL2 ANG ANKRD17 ANKRD2 ANKRD46 ANPEP APBB1IP ARF3 ARHGEF28 ARID1A ARIH2 ARL6IP4 ARPP19 ART2BP ASCL1 ATF2 ATP1A1 ATP6V1B2 ATP6V1D ATP6V1E1 ATP6V1H AURKA AXIN1 AXIN2 B3GALNT1 B3GAT3 BCL7B BID BLZF1 BMI1 BMPR1A BOK BPIFA2 BRAF BRD2 BRD4 BROX BTBD17 BTF3 BTG1 C4orf3 C5AR1 CA3 CA5A CACNA1G CACNA1S CAPN2 CAPN7 CASP9 CAVIN3 CBFB CBL CBX5 CCDC6 CCL27 CCL3 CCL4 CCNA1 CCNI CD14 CD320 CD34 CD40 CD48 CD5 CD68 CD74 CD79A CDC20 CDCA7L CDH3 CDH6 CDK8 CDKN3 CDO1 CDS2 CDX2 CDX4 CEACAM1 CEBPG CELA2A CERS2 CFH CHD1 CHD1L CHIA CHMP6 CHRNA6 CHRNG CLK4 CNOT8 CNTNAP1 COASY COL17A1 COL26A1 COL4A1 COL4A4 COLQ COMT COPA COQ4 COX6B2 COX7A2L COX8C CP CRADD CRB3 CRIPT CRKL CRY2 CRYGD CSF3 CSNK1D CSNK1E CSRP1 CST9L CTDSP2 CTNNBIP1 CTNND1 CUEDC1 CUL2 CUX2 CXCL10 CYB5R1 CYCTP CYP1A2 CYP2B6 CYP2C19 CYP4F3 CYTH2 DCPS DCUN1D5 DDA1 DDAH2 DDR1 DDX52 DDX56 DESI1 DGKA DHX9 DICER1 DLG3 DLX3 DNAJB2 DNAJC7 DNASE1 DNMT3A DNTT DUS1L DVL2 DYNC1H1 EBF3 ECHS1 ECI1 EDN1 EDN3 EFHD1 EIF2AK3 EIF2S2 EIF3B EIF5B ELOVL2 EML5 ENC1 ENG ENPEP ERO1A ESR1 ESRRA ETF1 ETV2 EXTL3 FADS1 FANCM FASTK FBLN1 FBXW2 FCGR1A FDFT1 FEM1A FGF18 FGFR1 FGGY FHOD3 FIGNL1 FKBP9 FKBPL FNTA FOXG1 FOXRED1 FRYL FUS FXYD3 FYTTD1 FZD3 G3BP1 GAB2 GABPB1 GALR3 GAR1 GAS8 GAST GBF1 GDPD3 GFRA1 GHRHR GIPC1 GIPC2 GJA5 GLB1 GLB1L GLO1 GLTP GNA13 GNAS GNGT2 GOLT1B GOSR2 GPC4 GPR33 GPSM1 GPX1 GRIA1 GRIK1 GRIN2C GRIN2D GSK3A GSPT1 GSTK1 GSTM1 GSTT2 GTF3A GUCY2C GYG1 GYS1 GZMA H1-2 H1-6 H2AC18 H2AC21 H2AZ1 HAND1 HAND2 HAS1 HAT1 HAUS3 HCCS HCFC1 HCN2 HDGF HINFP HIPK2 HLA-DMB HMGB1 HNRNPA1L2 HNRNPD HNRNPH2 HNRNPR HNRNPUL2 HOXA1 HOXA2 HOXB13 HOXB4 HOXB6 HOXD1 HR HRH1 HSD3B1 HSD3B2 HSPD1 HTR1B HTR2B HTRA1 HTT IBSP ICAM2 ID2 IER3 IFITM3 IFNAR2 IFT20 IFT25 IFT27 IGFBP2 IGFBP5 IGFBPL1 IGHV1-58 IGHV3-72 IGKV4-1 IGKV5-2 IKBKB IL12B IL13 IL13RA2 IL18BP IL18R1 IL1RL1 IL1RN IL2RB IL6ST IMPA2 IMPDH1 INHA INPP5A INSL3 IPO8 IRF2BP1 IRF8 IRX3 ITGA6 ITGAV ITGB3 ITIH3 ITSN1 IYD JOSD2 KCNA4 KCND2 KCNJ1 KCNQ2 KCTD9 KDELR1 KIAA0319L KIAA0930 KIAA1217 KIF5C KIFC3 KLC1 KLF9 KLK1 KLK8 KLRK1 KRT2 KRT4 KRTAP13-2 KRTAP5-4 LBP LEF1 LEP LGALS4 LIG3 LILRB4 LIMK1 LIPE LMNA LMO1 LPGAT1 LRRFIP2 LUC7L LY6H MAB21L2 MACROD2 MAF MAGEB1 MAGOH MAN2A1 MAP3K1 MAP3K2 MAPK12 MAPK7 MAPKAPK5 MATR3 MAU2 MBD2 MBD3 MBP MCM3AP MDM1 MEA1 MED22 MED24 MEOX1 MFHAS1 MFSD14A MIA MINDY1 MKRN1 MLLT1 MMP17 MNAT1 MOBP MPEG1 MPP1 MRPL12 MRPL13 MRPL16 MRPL28 MRPL48 MRPL54 MRPS34 MSR1 MTMR14 MTOR MUC17 MUC5AC MYBL1 MYNN MYO1F MYO5A MYO6 NAA15 NAALAD2 NACC2 NAGK NAP1L1 NAXE NBEAL2 NCAM1 NDFIP2 NDUFAF1 NDUFC1 NDUFV1 NDUFV2 NEDD4L NEFL NEFM NEU1 NFIX NFKB1 NFKBIE NFYC NIP7 NKIRAS1 NLK NMI NMT2 NOG NONO NOTCH4 NPAS1 NPDC1 NPEPPS NPNT NPPA NPR3 NR0B1 NR1D2 NR2C2AP NR2F1 NR2F6 NR5A2 NSDHL NUCKS1 NUSAP1 OCA2 OGDH OMD ONECUT1 OSBPL5 OTP OTULINL PACRGL PAFAH1B2 PAK3 PARK7 PBX1 PCBP2 PCGF2 PCSK5 PCYT1A PDCD1 PDCL3 PDE1A PDE4DIP PDE6A PDRG1 PDXDC1 PDXK PEX14 PEX5 PGR PHF13 PHLDB1 PIK3C2G PIK3CD PIK3R1 PIP5K1B PIPOX PLA2G2C PLCB1 PLRG1 PLXNA2 PLXNB2 PLXND1 PMM2 PMS2 PNCK POLR1C POLR2C POLR2G POLR2I POU5F1 PPIL2 PPP1R17 PPP6C PRB1 PREB PRKAR1A PROC PROM1 PRR13 PRRG2 PRRX2 PSAP PSMB7 PSMD1 PSMD11 PSMD9 PTGFRN PTK6 PTPN23 PTPRA PTPRN PTTG1 PWP1 QSOX1 RAB11A RAB11B RAB23 RAB4B RAD17 RAD52 RAD54L RAG1 RALA RAN RAP2B RASA4 RBM18 RBPJ RBPMS RECQL REEP1 REN REXO1 RFC5 RGL2 RGS11 RGS16 RGS19 RHOD RHOH RHOXF2 RNASE2 RNF103 RNF14 ROCK1 RORA RPA2 RPL39L RPP25L RPS23 RPS6KB1 RRN3 RRP1 RTKN RWDD1 SAA3P SART3 SCHIP1 SCN1B SCN8A SCT SDHAF1 SEBOX SEC14L2 SEC16A SEC23IP SELENOF SELENOK SEMA6D SEPSECS SEPTIN2 SERPINA3 SERPIND1 SERPINF2 SERPING1 SETD1A SETD4 SETDB1 SF3B6 SFT2D1 SGCD SIRPA SIRT3 SKAP2 SKIC2 SLC12A4 SLC16A7 SLC1A5 SLC25A14 SLC25A19 SLC25A44 SLC27A1 SLC30A9 SLC35G6 SLC4A4 SLC5A6 SMAD1 SMG1 SMIM20 SMNDC1 SMPD1 SNAP23 SNAPIN SNCB SNRNP40 SNX10 SNX12 SOCS1 SORBS3 SOX15 SOX2 SP4 SRI SRRM1 SRSF10 ST7 STAR STAT3 STAT6 STAU1 STK24 STK25 STK38 STOM STX3 STX4 STX6 STXBP2 SUB1 SWAP70 SYCE2 SYK SYNGR1 SYNJ2BP SYT3 TBC1D15 TBXAS1 TCF3 TCF4 TCIRG1 TEC TECTA TEK TERF2 TFAP2A TFCP2L1 TFRC TGFB3 TGOLN2 TH THBD TIE1 TIMM10B TIMM8B TLK2 TM2D2 TMEM129 TMEM191B TMEM199 TMPRSS2 TNFAIP8L1 TNFRSF8 TNFSF11 TNFSF12 TNNT3 TNS2 TOMM5 TOMM70 TOR3A TPK1 TPO TPP1 TRAF6 TRAV38-2DV8 TRBC1 TRBV13 TRBV30 TRIM21 TRIM43 TRPM1 TSPAN12 TSPAN6 TSPO2 TSPYL1 TTR TUBA1A TULP3 TUT7 TWIST1 TWSG1 TYRP1 UBA5 UBE2T UBE2V2 UBE2Z UBLCP1 UBTF UCP1 UGCG UHMK1 UROS USP19 USP39 USP9X VAPA VAV1 VCAM1 VCL VEGFB VEGFC VLDLR VPS26B VPS37C VTN WBP1 WBP1L WBP2 WDR43 WDR46 WIPF1 WIPI2 WNT7A WNT8A XCL1 XPNPEP1 XPO7 XRCC6 YAP1 YIPF4 YWHAG ZC3H15 ZDHHC5 ZDHHC6 ZDHHC9 ZFP36L1 ZIK1 ZKSCAN4 ZMYND8 ZNF226 ZNF276 ZNF277 ZNF398 ZNF436 ZNF518B ZNF644 ZNF688 ZNF703 ZNF708 ZNF746 ZNRF2 ZRANB2 BYSTRYKH_HEMATOPOIESIS_STEM_CELL_RUNX1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BYSTRYKH_HEMATOPOIESIS_STEM_CELL_RUNX1 ACVRL1 CD55 CSF3R EPHB3 IL12RB2 PGR PHOX2B PRSS2 BYSTRYKH_HEMATOPOIESIS_STEM_CELL_SCP2_QTL_TRANS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BYSTRYKH_HEMATOPOIESIS_STEM_CELL_SCP2_QTL_TRANS AKR1C4 ATP7B ATXN2 CETN1 COL4A2 CTSG DHX40 DNASE1L2 FMO1 FPR2 HSP90AB1 LIF MYL4 MYOG NKX2-6 PBX1 PCSK4 POLD4 PSMD3 SEMA5B SFTPC SLC50A1 SPARC SRSF10 TEP1 TXNIP ZC2HC1C BYSTRYKH_SCP2_QTL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BYSTRYKH_SCP2_QTL CCL15 GGNBP2 KIF1C LIG3 MPO PSMB6 CADWELL_ATG16L1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CADWELL_ATG16L1_TARGETS_DN ARSK C15orf40 C5orf34 CAMK2D CAP1 CCDC32 CCDC88C CLDN8 D2HGDH DHRS1 DNAJA4 FKBP5 FUBP1 GDAP2 GIP H3-3A HAL HAUS2 HSPA1A HSPA1B HSPA4L IGHG1 IGHM IVD JMJD7 LRIG3 MCC MTREX NETO2 NFE2L2 NIBAN3 NUP62 OIP5 P4HA1 PDK4 PER1 PLET1 POT1 PPARGC1A PPFIBP1 PPIP5K1 RALGPS2 RAMAC RCCD1 RGS5 RNF187 SATB2 SCART1 SFRP1 SGK1 SLC15A2 SLC22A15 SMIM10L1 SPATA5L1 ST6GALNAC1 STOX2 SULT1C2 TCHH THOC1 TMEM242 TMEM267 TTR TUBGCP4 USP53 VCAM1 VPS39 YTHDC2 ZNF562 CADWELL_ATG16L1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CADWELL_ATG16L1_TARGETS_UP ACAA1 ADIG ADIPOQ AKR1B10 ALPI AMY2A AP1M1 APOA1 APOA4 APOC2 ARSK BLOC1S6 BST1 C1QTNF1 CA3 CCDC74B CCDC80 CD163 CD36 CFD CFI CHAC1 CHST1 CIDEC CIT CLEC2D CST6 CYP2E1 DGAT2 DHH ETNPPL EXD1 EXOSC10 FABP1 FABP4 FAM241A FAM3B FBXO41 FCGRT FMN2 FUZ GGT1 GSDMC GZMB HAO2 HBA2 HBB HP HSPA12A IFIT1B INMT ISG15 KCTD14 KIAA1671 KIF3B KRAS KRT12 LEP LHFPL2 LPL LTK MTTP NEUROD2 NPC1L1 NPR3 PC PCDH17 PDZK1 PLEKHM1 PLIN1 PLIN4 POU4F1 PTGER3 RBM45 RBP4 RETNLB RHOV RSAD2 SAA1 SASH3 SCD SELENOS SERPINA10 SLC36A2 SLC5A12 SMYD1 SOCS3 SSR1 SUCNR1 TF THA1P THPO THRSP TMEM116 TMEM87A TMIE TRIM15 UPK1B VNN1 WDFY1 WFIKKN2 XIST ZKSCAN1 CAFFAREL_RESPONSE_TO_THC_24HR_3_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAFFAREL_RESPONSE_TO_THC_24HR_3_DN CDC42 CPT1A CSNK1G1 GIPC1 H4C9 MT2A NUPR1 NUSAP1 PSMD8 RRM2 RYR1 WBP1 WDR89 CAFFAREL_RESPONSE_TO_THC_24HR_3_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAFFAREL_RESPONSE_TO_THC_24HR_3_UP ABCC12 CCNG1 CNBP EIF3I LRRFIP1 RPS2 SEC61A1 SRSF5 CAFFAREL_RESPONSE_TO_THC_24HR_5_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAFFAREL_RESPONSE_TO_THC_24HR_5_DN ALG2 ARF4 ASNS ATP5MF ATP5MJ ATP5MK CALM3 CDK1 CENPL COPB2 DCTN4 DUT EBP EIF5 EXOC2 FOXM1 FTMT FXYD3 GARS1 H4C3 HERPUD1 IGFBP5 IMPA1 LRRC28 MCCC1 MLC1 MT2A NDUFA1 NDUFB3 NEAT1 NME1 NUSAP1 PCBP2 PCLAF POLR2J2 POU4F1 PPIH RAB2A RANBP1 RBM4 RRM2 SEC16A SERPINB2 SHMT2 SLC3A2 SPIDR SPINT2 SUB1 TGFB3 TUBA1A TYRO3 UBE2C UBR4 WARS1 YY1AP1 ZRANB2 CAFFAREL_RESPONSE_TO_THC_24HR_5_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAFFAREL_RESPONSE_TO_THC_24HR_5_UP ABRACL ATP5MC3 CCNA2 CKS2 CNBP CTSL DDB1 EIF2A EXOSC4 FNTA GAL IARS1 KHSRP LIG4 MYL6B NAMPT NCOA4 NUCB2 PABPC1P2 PCNA PNP PSMA2 RAB5A RBX1 RNF10 RPS2 SELENOP TFRC TUBB TXNRD1 UHRF1 VAV3 ZFP36L1 CAFFAREL_RESPONSE_TO_THC_8HR_3_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAFFAREL_RESPONSE_TO_THC_8HR_3_DN ACTR1A CHD4 EIF3B ENO1 PCDHB14 POLA2 PRPS1 PSMD1 RANGAP1 TRAP1 CAFFAREL_RESPONSE_TO_THC_8HR_3_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAFFAREL_RESPONSE_TO_THC_8HR_3_UP AIMP2 CPEB4 EPCAM PATL1 RHOB CAFFAREL_RESPONSE_TO_THC_8HR_5_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAFFAREL_RESPONSE_TO_THC_8HR_5_DN DNAJA1 DNAJB1 EIF1AXP1 HSPA1L HSPA2 HSPA8 HSPH1 PABPC4 RDH11 RRM2 SRSF3 SRSF7 CAFFAREL_RESPONSE_TO_THC_8HR_5_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAFFAREL_RESPONSE_TO_THC_8HR_5_UP AIMP2 CDKN1B CTSL GARS1 GOLGB1 ID2 IPO7 JUND NEAT1 OSER1 SRRM2 STX5 TES USP3 ZFP36L1 CAFFAREL_RESPONSE_TO_THC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAFFAREL_RESPONSE_TO_THC_DN CALM3 CCNA2 CDK1 CYP51A1 DHCR7 DHFR DNAJA1 EBP EIF1AXP1 GIPC1 HSPA2 HSPA8 HSPH1 MCM3 MCM6 PABPC4 PCLAF PNP PPIF RBM4 RRM2 SERPINB2 SESN1 SPIDR SRSF3 TMEM109 TUBA1A TUBA3C TUBB UBAC1 UHRF1 ZWINT CAFFAREL_RESPONSE_TO_THC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAFFAREL_RESPONSE_TO_THC_UP ASNS CDKN1B CENPL CPEB4 EXOC2 FNTA FTMT H2AC6 HERPUD1 IMPA1 IPO7 KCMF1 MCCC1 MYC NEAT1 NUCB2 PNISR RAB5A RPS2 SEC31A SERINC1 SHMT2 SLC3A2 TFRC TGFB3 UBR4 USP3 VEGFA YY1AP1 ZFP36L1 ZNF451 ZRANB2 CAIRO_HEPATOBLASTOMA_CLASSES_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAIRO_HEPATOBLASTOMA_CLASSES_DN AADAC ABCA2 ABCA6 ABHD6 ACSL5 ADH1A ADH1B ADH1C ADH6 ADIPOR2 ADIRF AFM ALAS1 ALDH2 ALDH3A2 AMOTL2 ANXA10 ANXA4 AOX1 APBB3 APCS APOC4 AQP9 AR ARL6IP5 ASPA ATN1 ATP10A B2M BCL6 BHLHE40 BLCAP BLNK BLOC1S1 BSCL2 C1QTNF3 C1R C1S C7 C8A CAMK1D CAPN2 CASP4 CAT CD59 CD5L CD81 CDC42EP3 COL18A1 COPZ2 CSRP2 CTSF CTSO CTXND1 CX3CR1 CYLD CYP1A1 CYP2B6 CYP2C9 CYP2E1 DAO DAPK1 DBP DCN DEPDC5 DKK3 DNASE1L3 ECM1 EGR1 EMCN ENG ENPEP ENTREP1 FABP3 FAS FAT4 FMO3 FMO4 FRY GABARAPL1 GAS6 GATM GC GFOD1 GHR GIMAP5 GLUL GLYAT GPR171 HCP5 HDAC9 HGD HIVEP2 HOMER2 HPD HSD11B1 HSD17B6 HSPB6 HTRA1 IGF1 IL1R1 IL2RB IL6ST ITGA8 ITIH4 ITIH5 ITM2A JADE2 KANK2 KANK3 KCNK1 KDM2A KHK KIAA0040 KLRB1 KLRK1 LAMA2 LAMA3 LCK LDB2 LIMS2 LMOD1 LPXN MAN1C1 MAP3K14 MAP3K5 MAST4 MFAP3L MICU1 MMRN2 MTMR11 MYCL MYL12B MYLK MYRIP NAP1L1 NAXD NBL1 NFKBIA NR1D2 NTF3 P4HTM PACRG PALM2AKAP2 PAMR1 PDE2A PEA15 PEBP1 PHYH PLA2G4C PLXNB2 PON1 PREB PRKCH PSME2 PTPRB RAB33A RAMP3 RARB RARRES2 RASGRF1 RBP1 RCAN1 RPS27L RRAS SERPING1 SGCB SGPL1 SHB SLC10A1 SLC27A5 SLC30A1 SLC4A4 SLC6A1 SLCO1B1 SLCO1B3 SMAD3 SMAD7 SNED1 SNRK SPON1 SPTBN1 ST3GAL5 SULT1B1 SVEP1 SYNPO TBC1D2B TFAP2A TJP1 TK2 TNS2 TRADD TRAK1 TRANK1 TRIM22 TSC22D1 TSC22D3 TST TTC9 TUT7 UBA7 UGT2B4 UQCRQ VEGFD VSTM4 WASHC3 WFDC1 ZBTB18 ZBTB20 ZCCHC24 ZEB1 ZNF710-AS1 ZNF862 ZSWIM8 CAIRO_HEPATOBLASTOMA_CLASSES_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAIRO_HEPATOBLASTOMA_CLASSES_UP AAMP AARS1 AARSD1 AATF ABCF2 ACKR3 ACLY ACP1 ACSL3 ACTR3B ADISSP ADSL AFP AGBL5 AGFG1 AGPAT5 AGPS AHCY AK4 ALDH18A1 AMD1 ANGEL1 AP1G2 AP2B1 APEX1 APRT ARFGEF1 ARID3A ARMC9 ASPM ATIC ATP2B1 ATP5MC2 ATP6AP1 ATP6V1H AURKA AURKB B9D1 BCCIP BFAR BIRC5 BLMH BOP1 BORA BRCA2 BSG BUB1 BUB1B BUB3 BYSL BZW2 C1QBP C1orf109 C8orf33 CAD CALU CANX CAPRIN1 CBX3 CCDC47 CCDC88A CCNA2 CCNB1 CCNB1IP1 CCNB2 CCNE1 CCNF CCT2 CCT3 CCT4 CCT5 CCT6A CCT7 CD164 CDC20 CDC25A CDC25C CDC27 CDC6 CDCA4 CDCA8 CDK1 CDK4 CDKAL1 CDKN3 CDT1 CENPA CENPF CENPI CENPN CENPQ CEP57 CERS6 CHAF1A CHCHD2 CHD7 CHEK1 CHEK2 CIAO1 CIAPIN1 CIZ1 CKAP5 CKLF CKS2 CLIC1 CLNS1A CNOT6 COG5 COIL COMMD8 COPS5 CPNE1 CPSF1 CPSF6 CREB3L2 CRELD1 CSE1L CSNK2A1 CSNK2B CTSV CYC1 DARS1 DAZAP1 DBF4 DCP2 DDC DDOST DDX1 DDX10 DDX18 DDX27 DDX39A DDX41 DDX42 DDX56 DGKD DGUOK DKC1 DLGAP5 DLST DMAC2 DNAAF5 DNAJC10 DNAJC4 DNAJC7 DNAJC9 DNMT1 DNMT3A DOP1B DPH5 DTL DTYMK DUSP9 E2F5 ECPAS ECT2 EEF1B2 EEF1D EEF1E1 EIF2B4 EIF2S2 EIF3B EIF3E EIF3F EIF3H EIF3L EIF3M EIF4A1 EIF4A3 EIF4B EIF4E2 EIF5B EMG1 ENO1 ENOPH1 ENY2 EPCAM EPRS1 ERGIC3 ESF1 EXOSC2 EXOSC4 EZH2 FAM136A FAM216A FANCA FANCI FARSA FASTKD1 FBL FBXO5 FKBP10 FKBP1B FNTA FOCAD FXN FXR1 GART GCFC2 GCN1 GCSH GGCT GINS1 GINS2 GINS4 GLDC GMPR2 GNL3 GPN1 GPS1 GPX7 GRK6 GTF2F1 GTF3C2 GTF3C3 GTPBP4 HDAC2 HDLBP HEATR1 HIC2 HJURP HMGA1 HMGA2 HMGB2 HMGB3 HMMR HNRNPA3 HNRNPA3P1 HNRNPC HNRNPR HOMER1 HS2ST1 HSF1 HSP90AB1 HSPA13 HSPD1 HTRA2 HUWE1 IARS1 IGSF1 IL1RAPL1 ILF2 ILF3 IMP4 IMPDH2 IPO4 IPO5 IPO7 JPT1 JPT2 KARS1 KDELR1 KDM1A KIAA0930 KIF11 KIF14 KIF15 KIF18A KIF18B KIF20A KIF22 KIF23 KIF2C KIF4A KLHL7 KMT5AP1 KNTC1 KPNA2 KPNB1 KRT19 LANCL2 LAPTM4B LDAH LIG1 LIG3 LRPPRC LRRC1 LRRC59 LSM2 LSM4 LSP1P5 LTA4H LYRM4 MAD1L1 MAD2L1 MAN1B1 MAPKAPK5 MAPRE1 MAVS MAZ MCM10 MCM2 MCM3 MCM4 MCM6 MCM7 MDN1 MEAK7 MEP1A METTL8 MIF MIS18A MKI67 MLST8 MMS19 MNAT1 MPZL1 MRE11 MRPL12 MRPL15 MRPS18B MRPS27 MRPS33 MRPS7 MRS2 MRTO4 MSH2 MSH6 MTA1 MTDH MYBBP1A MYCBP MYCN MYL6B NAE1 NAT10 NCAPD2 NCAPG NCAPG2 NCBP2 NCL NCLN NDC1 NDC80 NEK2 NELFE NHP2 NIP7 NLE1 NME1 NME2 NOL11 NOL7 NOLC1 NONO NOP16 NOP56 NPM1 NPM3 NR2F6 NSD2 NT5DC2 NTAQ1 NUFIP1 NUP153 NUP205 NUP210 NUP85 NUP93 NUSAP1 ODC1 ODF2 OIP5 OLA1 ORC4 OSBPL2 OXA1L P3H4 P4HB PABPC4 PARP1 PAXIP1 PBK PCM1 PDCD11 PDCD4 PDGFRL PDIA4 PDIA6 PDSS1 PFAS PHB1 PHB2 PI4KA PIK3C2G PLCXD1 PLIN3 PLK1 PLTP PMS1 PNKP PNO1 POLD1 POLR1C POLR2D POLR3D POLR3E POMK POP7 PPA1 PPAT PPP1CC PQBP1 PRC1 PRDX4 PRDX6 PRKDC PRMT1 PRMT3 PRMT5 PRPF6 PSMB5 PSMF1 PSMG1 PSPH PTDSS1 PTK2 PTP4A3 PTPRA PUDP PUF60 PUS1 PUS7 PYGL QARS1 R3HDM1 RAB4A RABGGTB RACK1 RAD51AP1 RAN RANBP1 RB1CC1 RBM12 RBM4 RBX1 RCC1 RFC1 RFC2 RFC4 RFWD3 RFXANK RIOK3 RNASEH2A RNF126 RPL10A RPL11 RPL14 RPL15 RPL18 RPL18A RPL19 RPL22 RPL23 RPL24 RPL28 RPL36 RPL37A RPL4 RPL5 RPL6 RPL8 RPLP0 RPN2 RPP40 RPS14 RPS16 RPS21 RPS3 RPS6 RPS6KB1 RPS8 RPS9 RRM1 RRM2 RRS1 RSL1D1 RTRAF RUVBL1 RUVBL2 RXYLT1 SAE1 SAP130 SCRIB SEC23IP SEC61G SEPTIN9 SERBP1 SF3A1 SF3B3 SFI1 SFPQ SINHCAF SKP2 SLC25A3 SLC35F5 SLC39A4 SLCO4A1 SLCO4C1 SMARCA1 SMARCA4 SMARCB1 SMARCC1 SMC2 SMC4 SNHG14 SNHG32 SNRNP200 SNRPB SNRPD1 SNTB1 SNU13 SNX5 SOAT2 SPAG5 SPDL1 SPTLC2 SQLE SRP72 SRPK1 SRSF1 SRSF2 SRSF9 SSB SSR3 SSRP1 ST13 STK25 STOML2 SULT1C2 SUPT16H SUPT3H SUPT4H1 TAF12 TAF1D TAF9 TASP1 TBC1D31 TBL2 TBRG4 TCAF1 TCEA1 TCERG1 TDP1 TEX2 TFRC TGS1 THAP4 THG1L THOC5 TIMELESS TIMM9 TMA16 TMEM97 TMPO TOMM20 TOMM34 TOMM70 TOP2A TPD52L2 TPGS2 TPI1 TPX2 TRAP1 TRIM28 TRIP13 TRMU TRRAP TSR1 TTK TUBG1 TWNK TXNL4A U2SURP UBAP2 UBE2C UBE2S UBE2V1 UBXN8 UGGT2 UNC93A UPK3A UQCRB UQCRH USP10 USP24 UTP14A UTP18 UTP20 UTP6 VARS1 VDAC2 VRK1 VTI1B WARS2 WDR12 WDR3 WDR46 WDR77 XPO7 XRCC5 XRCC6 YBX1 YBX3 YEATS2 YWHAZ ZC3H15 ZFR ZNF207 ZNF696 ZNHIT3 ZWILCH CAIRO_HEPATOBLASTOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAIRO_HEPATOBLASTOMA_DN AASS ABAT ABCB11 ABHD2 ABLIM3 ACAA1 ACAA2 ACACB ACADL ACADM ACADS ACAT1 ACSL1 ADGRA3 ADH1C ADK ADM AGL AGPAT2 AGXT AKR1D1 ALAS1 ALDOB ALPL ANG ANGPTL4 ANO1 ANXA10 APOF AQP3 ARHGEF26 ASL ASS1 AZGP1 BBOX1 BMERB1 C1R C1RL C6 C8A C8B C8G C9 CA2 CBS CD14 CDA CDC37L1 CETP CFHR4 CFP CHST7 CIDEB CLEC1B CLEC4M CPEB3 CPT2 CREM CRHBP CRP CTH CTPS1 CXCL14 CYP1A2 CYP26A1 CYP2A6 CYP2B6 CYP2B7P CYP2C18 CYP2C19 CYP2C8 CYP2D7 CYP2J2 CYP39A1 CYP3A5 CYP4F11 CYP4F3 DAO DCPS DDT DHODH DHRS1 DHTKD1 DNASE1L3 ECM1 EEIG1 EHD3 ENDOG ENO3 EPHA2 ETFDH ETNPPL ETS2 EXT1 F11 F9 FAAH FAHD2A FAM149A FBP1 FCGR2B FCN2 FCN3 FETUB FOXO1 FXYD1 GADD45G GAREM1 GBA3 GCDH GCGR GCH1 GHR GLS2 GLYAT GNE GNMT GOT1 GPD1 GPLD1 GPR88 GRAMD1C GRAMD4 GREM2 GSTT2 GSTZ1 GYS2 HAAO HABP2 HAGH HAL HAO2 HGD HGFAC HP HPGD HPX HRG HSD17B6 ID2 IGF1 IGFALS IGFBP3 IL13RA2 IL1RAP IL4R INHBB INPP1 INSIG1 ITIH4 KCND3 KDM8 KLF6 KMO LCAT LEPR LONP2 LPA LPIN2 LYVE1 MAN1C1 MAP2K3 MAP3K14 MAP3K5 MARCO MASP2 MAT1A MCL1 MFAP3L MGLL MMUT MPC1 MT1M MYOM1 N4BP2L1 NAMPT NAT2 NDRG2 NFIL3 NNMT NNT NQO2 NR1I2 NR1I3 NRG1 OGDHL OSBPL1A PAPSS2 PCK1 PCK2 PDLIM5 PEMT PFKFB1 PLAAT3 PLG PON1 PPARGC1A PPP1R1A PRG4 PRODH PTH1R PTS PXDC1 PXMP2 PZP RAB27A RCL1 RDH16 RETREG1 RIDA RND3 RNF125 SAA4 SARDH SCP2 SDHB SDS SERPINB8 SERPINE1 SERPING1 SHBG SHMT1 SIGIRR SKAP1 SLC10A1 SLC1A1 SLC20A1 SLC22A1 SLC22A7 SLC25A15 SLC27A2 SLC27A5 SLC37A4 SLC38A4 SLC3A1 SLC43A3 SLC46A3 SLPI SOCS2 SORL1 SRD5A1 SRD5A2 ST3GAL6 STAB1 STAB2 STARD5 SUCLG2 SYT17 TDO2 TENM1 TENT5A TFR2 TMEM131L TMPRSS2 TRIB1 TSKU TSPYL5 UGP2 UGT1A8 VIPR1 VNN1 VSIG4 XDH ZC3H12A ZFAND5 ZG16 ZGPAT CAIRO_HEPATOBLASTOMA_POOR_SURVIVAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAIRO_HEPATOBLASTOMA_POOR_SURVIVAL AFP ALDH2 APCS APOC4 AQP9 BUB1 C1S CYP2E1 DLGAP5 DUSP9 E2F5 GHR HPD IGSF1 NLE1 RPL10A CAIRO_HEPATOBLASTOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAIRO_HEPATOBLASTOMA_UP ACACA ACLY ACSS3 AKR1C3 ALCAM ANGEL2 ANKRD27 ARL4A ASAP2 ASPSCR1 AVL9 BAMBI BCAM BEX1 BRD3 CAMSAP2 CAP2 CBX1 CBX5 CBX6 CCT3 CD24 CD24P2 CD46 CDC23 CDK4 CEP68 CETN2 CKAP4 CKB CLIC1 CLMN COL15A1 COQ8A CPD CREB3L2 CRIM1 CS CYP51A1 DCP2 DDHD2 DENR DKK1 DLG5 DLK1 DRAM1 DZIP3 EHMT2 ELP1 EMCN EPCAM ERG28 ETV1 FASN FDFT1 FDPS FKBP1B FNBP1L FRRS1L FXR1 GABBR1 GJA1 GLUL GMNN GNPAT GORASP2 GPC3 GREB1 GSTA4 HDAC2 HEATR1 HIP1 HMGA2 HMGCR HMGCS1 HMGN4 HSP90AB1 HSPA2 HSPB1 IGF2BP2 ILF2 IMPDH2 ITGA6 ITGAE JARID2 KDM3B KDM5B KHDC4 LAMC1 LEF1 LGR5 LRRC1 LYZ MAGED1 MAGED2 MAP3K4 MAP4K4 MARCHF8 MARCKS MAVS MCAM MCM3 MEG3 MFF MINPP1 MLEC MMP11 MPZL1 MRPS27 MTR NAP1L1 NCOA3 NDN NSDHL NUDT3 NUP133 NUP37 OBSL1 PALLD PAPSS1 PDCD2 PDGFA PDXK PDZK1 PEG10 PEG3 PFKM PIEZO2 PLAG1 PLPPR1 PLVAP PLXNC1 PMS1 PODXL POLR1D POMK PPP1CC PPP1R2 PRKCA PRKD1 PRR15L PRUNE1 PSMD10 PSMD4 R3HDM1 RAB4A RACGAP1 RANGRF RAP2A RBM12 RBM34 RC3H2 RCOR3 RELN RHOBTB1 RNF38 RNF43 ROBO1 ROCK2 RPA1 RPS6KC1 RRP1B SAC3D1 SCD SEPHS1 SEPTIN2 SEPTIN8 SERPINE2 SLC1A4 SLC25A36 SLC26A2 SLF2 SMARCA4 SMARCC1 SMYD2 SMYD3 SNHG32 SOCS5 SOX4 SP3 SQLE SREBF2 SUCO TACC1 TARBP1 TAX1BP3 TBC1D9 TBCE TBX3 TDGF1 TIA1 TMEM243 TNKS TOMM20 TOR3A TP53 TRIB2 TSN TSPYL4 TUFT1 TULP4 UBAP2 UBAP2L UGGT1 UNC119B UTRN UXS1 VPS45 VWF WFS1 ZBTB38 ZFTA ZNF189 CAIRO_LIVER_DEVELOPMENT_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAIRO_LIVER_DEVELOPMENT_DN A2M ABCA7 ABCA8 ABCC6 ACAA2 ACADM ACSL1 ADGRE1 AFM AGT AHSG ALDH1B1 ALDH1L1 ALDH3A2 ALOX5AP AMBP AMY2A ANGPTL3 ANXA1 APOB APOE APOF AQP1 AQP9 ARG1 ASGR2 B3GNT3 BDH1 BHMT BICRAL BRCA1 C1QA C3 C5 C8A C8G C9 CA5A CAMP CBS CCR2 CD302 CD3G CD68 CDH1 CES1 CFH CFP CLDN1 CLPX COL18A1 CPB2 CPQ CPS1 CROT CRP CSAD CTNS CTSH CYBB CYLD CYP27A1 CYP2F1 DCXR DDX27 DHCR24 DHRS7 DPYS EBP ECH1 ELANE ENTPD5 ETFA F10 F11 F12 F2 FAH FGA FGB FGG FKBP11 FMO1 FN1 FRYL GAMT GC GCAT GCDH GJB1 GLDC GM2A GNMT GPLD1 GRIK1 GRIK5 GSN GSTM1 GSTM3 GSTT1 GSTT2 H6PD HAAO HAGH HERC1 HGFAC HLA-DQA1 HLA-E HMGCS1 HMGCS2 HMOX1 HP HPN HSD17B2 IGFBP1 IL1RN ISG20 ITIH1 ITIH2 ITIH3 ITIH4 JAK2 KDELR3 KIF13B KLKB1 KNG1 KNTC1 LBP LCAT LCN2 LCP1 LGALS9 LIPC LPIN2 LRP1 LTF LYST LYZ MAN2A1 MAOB MARCHF5 MATN2 MORC4 MPO MST1 MTARC1 NABP1 NCAPH2 NDRG1 NGLY1 NID1 NRN1 NSDHL OLFM4 OPRM1 ORAI3 OVOL1 PCK2 PCSK7 PCYT2 PDE8A PDIA5 PGLYRP1 PGM1 PHYH PINK1 PIPOX PKN2 PLA1A PLAC8 PLG PON3 PPARA PRG2 PROC PRTN3 PSAP PYGL QPRT RAD52 RBM14 RDH5 RIDA S100A8 S100A9 SAA4 SELENBP1 SEMA4G SERPINA1 SERPINA10 SERPINC1 SERPIND1 SERPINF1 SERPINF2 SERPING1 SLC16A2 SLC27A5 SLC2A4 SLC30A9 SLC37A4 SLC38A3 SLC39A4 SLC44A4 SLC7A7 SMPDL3A SP4 SPAG5 SPP2 SQOR SSTR2 ST6GAL1 STAB2 TAC3 TACC1 TAPBP TENT5A TFR2 TMEM30B TMPRSS2 TNFRSF11A TST TTPA UPK1B VTN ZNF76 CAIRO_LIVER_DEVELOPMENT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAIRO_LIVER_DEVELOPMENT_UP ACKR3 ADGRL1 ADGRL2 AFAP1 AKT3 ARMCX1 ARMCX2 ARPP19 ASB4 B4GALT2 BASP1 BNC1 BYSL CAPN6 CBFB CCN4 CD248 CDH16 CDK14 COL5A2 COLEC12 CPM CRABP2 CSRP2 CST6 CTBP2 CTPS1 CYSLTR1 DLG3 EDNRB EFNB2 EHBP1 EMCN EVL FAM136A FAM174B FGF13 FGFR1 FKBP10 FKBP3 FLRT3 FZD2 GAS1 GDF10 GJA1 GJC1 GOLT1B GPC1 GRWD1 HAND2 HBE1 HBZ HDAC2 HEPH HMGA2 HMGN1 HMGN3 ID3 IFRD1 IGF2BP2 IGFBP5 ITGA8 JUN KCTD15 KIFAP3 KLHL22 LARGE1 LDB2 LPAR4 LRFN4 LRP12 LXN MAK16 MAP4K1 MARCKSL1 MDK MEST MEX3D MFAP2 MGAT5 MORF4L1 MYCN NDN NEO1 NES NNAT NPAS2 NR2F1 OBI1 PAFAH1B3 PCOLCE2 PDGFC PDGFRA PDPN PDZD2 PDZRN3 PFDN4 PFN2 PGK2 PITX2 PKM PLK2 PLOD2 PLS3 PNO1 POGK POLR1E PPIC PRPH2 PRRX2 PTBP2 PTN PTPRS PXDN RAB11FIP3 RARB RBM34 RCN1 RCN2 RECK RHOB RNF138 RPRM RRP8 RWDD1 SATB1 SEMA3A SEMA3D SEPTIN6 SERPINE2 SERPINH1 SH3GL3 SLC12A2 SLC22A3 SLC25A4 SLC39A6 SMARCA1 SMARCA2 SMARCD3 SMYD2 SNN SOCS6 SPATS2 SRM SRSF7 SYNE2 TBCB TBX3 TGFB2 TGIF1 TMEFF1 TMEM184C TMEM47 TMEM50B TRO TRPS1 TSPAN6 TSPYL4 TTC3 TULP4 UCHL3 UTP3 WASF1 WLS WT1 ZNF423 CAIRO_PML_TARGETS_BOUND_BY_MYC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAIRO_PML_TARGETS_BOUND_BY_MYC_DN ADM BCAT2 CAV1 CCND1 CDKN1A CDKN1B CDKN2A CDKN2B ERBB2 HSPA1B IRF9 PDGFRB TERT CAIRO_PML_TARGETS_BOUND_BY_MYC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAIRO_PML_TARGETS_BOUND_BY_MYC_UP BAX BCAT1 CAD CCNB1 CCND2 CDC25A CDCA7 CDK4 CUL1 DDX18 DNPH1 EIF2A EIF4E ID2 LDHA NPM1 POLR3D PTMA THBS1 TK1 TP53 YBX1 CALVET_IRINOTECAN_SENSITIVE_VS_RESISTANT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CALVET_IRINOTECAN_SENSITIVE_VS_RESISTANT_UP ATM CD40LG FLT1 PTN RFC2 CALVET_IRINOTECAN_SENSITIVE_VS_REVERTED_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CALVET_IRINOTECAN_SENSITIVE_VS_REVERTED_DN CDH5 HOXD3 PCNA PTN RHOB CALVET_IRINOTECAN_SENSITIVE_VS_REVERTED_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CALVET_IRINOTECAN_SENSITIVE_VS_REVERTED_UP GMFB PGF PURA RAC1 VIM CAMPS_COLON_CANCER_COPY_NUMBER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAMPS_COLON_CANCER_COPY_NUMBER_DN ACOT1 AHNAK AMER1 AMY2A APOBEC3A APOBEC3B APP ASB12 BCAR3 BTNL8 CES1 CES1P1 CFHR1 CFHR2 CFHR4 CLCC1 CLEC4C DPPA3 EEF1G ELAPOR1 FCGR1A FRMPD2 GDF3 GPSM2 GSTT1 H2AC18 H2AC20 H2AC21 H2BC21 H3-7 H4C14 HEATR4 HERC2P3 HLA-B HLA-C HLA-DRB5 LCE3E LINC02591 LPA MACROD2 MTA2 MTMR8 NANOG NEGR1 NME7 NRXN3 OR2A1 OR2A42 OR2T10 OR2T11 OR2T34 OR4C11 OR4C6 OR4M2 OR4N4 OR4P4 OR4S2 OR51A2 OR51A4 PDXDC1 POTEB PPIAL4A PTPN20 RBFOX1 RHD SLC2A14 TAF13 TEX28 TMEM167B TUT1 WDR47 ZDHHC11 ZDHHC14 ZNF630 CAMPS_COLON_CANCER_COPY_NUMBER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAMPS_COLON_CANCER_COPY_NUMBER_UP ALYREF ANAPC11 ANKRD10 APC2 BOP1 BRSK2 C1orf220 C4orf36 CANT1 CARD9 CASKIN1 CCDC103 CCDC144BP CCNYL1 CERS1 CSDE1 DACH1 DAZAP1 DIRAS1 DNASE1 DOK6 DUSP1 EFTUD2 EIF1 FBXO3 FLII FSTL3 GAST GATA4 GDF1 GPALPP1 GPSM1 HAP1 HJV KAZN KRT13 KRT15 KRT31 KRT32 KRT33A KRT33B KRT34 KRT35 KRT36 KRT37 KRT38 LCN10 LCN15 LCN6 LCN8 LINC02076 LLGL1 MAFG MAFK MAGEA1 MAPKAPK5 MIEF2 MPRIP MSI2 MYO15A NDUFA4 NEUROG2 NOTCH1 NOTUM NPB NRAS OR5T1 OR5T3 OR8H1 OSBPL11 P4HB PANK4 PAX9 PCYT2 PEX5L PRKN PTPRD PYCR1 RASD1 RPS15 RXRA SHMT1 SIRT7 SMCR8 TMEM51-AS1 TOP1 TOP3A TRAF7 UPF1 USP32P2 XPNPEP1 YY1AP1 ZDHHC8 CARDOSO_RESPONSE_TO_GAMMA_RADIATION_AND_3AB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CARDOSO_RESPONSE_TO_GAMMA_RADIATION_AND_3AB ALYREF ANXA3 ARHGAP17 BNIP2 COLQ CSNK1A1 DDX3Y DENND4C DPAGT1 FEN1 GSTT2 MED31 MPG TWF2 CARD_MIR302A_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CARD_MIR302A_TARGETS ARID4A ARID4B ASAP1 CCND1 CCND2 CCNG2 CDC37L1 CDK2 CDK6 CLOCK CNOT7 DDX5 DLL1 DNMT1 E2F1 E2F5 EFNB3 EIF4G2 EPC2 EPHA4 FBXO21 FOXG1 FOXJ2 FOXJ3 HLF IKZF2 JAZF1 JUNB KAT6A KLF9 KPNA2 LIMK1 MAP1B MBD2 MNT MYT1 NANOS1 NEUROD1 NEUROG2 NR2F2 PFN2 PHTF2 PPP6C RAB5C RARB RB1 RB1CC1 RBBP4 RBBP6 RBBP7 RBL2 RIC8B RNF6 RORB SASH1 SLITRK3 SMAD7 SOX11 SRSF2 STAT3 STC1 TARDBP TGFBR2 TNFSF11 TSHZ3 TWIST1 VEGFA VLDLR WEE1 WNT9B YES1 ZDHHC9 ZFHX4 ZFPM2 ZHX2 ZNF367 ZNF385A CARRILLOREIXACH_14Q32OVEREXPRESSION_IN_HEPATOBLASTOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CARRILLOREIXACH_14Q32OVEREXPRESSION_IN_HEPATOBLASTOMA DLK1 MEG3 MEG8 MEG9 MIR1185-1 MIR127 MIR134 MIR136 MIR154 MIR2392 MIR299 MIR323A MIR323B MIR329-1 MIR337 MIR369 MIR370 MIR376A1 MIR376C MIR377 MIR379 MIR381 MIR382 MIR409 MIR411 MIR431 MIR433 MIR487A MIR493 MIR494 MIR495 MIR539 MIR541 MIR543 MIR544A RTL1 SNORD113-1 SNORD113-2 SNORD113-3 SNORD113-5 SNORD113-7 SNORD114-15 SNORD114-17 SNORD114-18 SNORD114-20 SNORD114-21 SNORD114-4 SNORD114-7 CARRILLOREIXACH_HEPATOBLASTOMA_VS_NORMAL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CARRILLOREIXACH_HEPATOBLASTOMA_VS_NORMAL_DN A1BG A2MP1 AADAT ABAT ABCA13 ABCA6 ABCA9 ABCB11 ABCC11 ABCC3 ABCG2 ABHD14B ABHD2 ABHD5 ABLIM3 ABTB2 ACAA1 ACAA2 ACACB ACAD11 ACADL ACADM ACADS ACAT1 ACBD4 ACMSD ACO1 ACOT12 ACOT13 ACOT4 ACOT6 ACOX1 ACOX2 ACSL1 ACSM3 ACSM5 ACTBP9 ACTR3C ACY1 ACY3 ADAMTS13 ADAMTSL4 ADAMTSL4-AS1 ADCY10 ADH1C ADH4 ADH7 ADHFE1 ADI1 ADK ADRA1A ADRA1B ADRB2 ADSS1 AFF3 AGAP1-IT1 AGL AGPAT2 AGXT AGXT2 AIFM1 AIG1 AK3P5 AKAP7 AKR1A1 AKR1C4 AKR1C5P AKR1C6P AKR1D1 AKR7A3 AKR7L ALAS1 ALDH1B1 ALDH2 ALDH5A1 ALDH6A1 ALDH7A1 ALDH7A1P1 ALDH8A1 ALDOB ALKAL1 ALPL AMDHD1 ANG ANGPTL4 ANGPTL6 ANKRD18DP ANKRD24 ANO5 ANXA10 APBA1 APBB1IP APOA5 APOC1P1 APOC3 APOC4-APOC2 APOF APOL1 APOL2 APOL6 AQP3 AQP4 AQP4-AS1 AQP7 AQP7P1 AQP7P2 AR ARAP2 ARHGEF26 ARHGEF26-AS1 ARHGEF5 ARID3C ARL14 ARL5B ARMH1 ARRDC4 ASL ASNSP3 ASPA ASPDH ASPG ASS1 ASS1P1 ASS1P11 ASS1P9 ATF5 ATG2A ATOH8 ATP13A3-DT ATP13A4 ATP5F1AP3 AUTS2 AVPI1 AVPR1A AZGP1 AZGP1P1 AZGP1P2 BACH2 BANF1P2 BBOX1 BCHE BCKDHA BCKDHB BCL2L10 BCL3 BCO2 BDH2 BLNK BLVRB BMERB1 BMP10 BMPER BTBD16 BTD C11orf54 C11orf65 C11orf71 C14orf180 C17orf67 C1R C1RL C1S C2 C21orf91 C3 C3P1 C4A C4A-AS1 C4B C4BPAP1 C4orf19 C4orf33 C4orf36 C6 C6orf141 C8A C8B C8G C9 CA2 CACNB2 CADM2 CALR4P CAMK2B CAPN5 CAPZA3 CAT CATSPERG CBLC CBR1 CBR4 CBS CCDC158 CCDC196 CCDC38 CCDC71L CCND2P1 CCNG1P1 CCPG1 CD14 CD244 CDA CDC37L1 CDNF CECR2 CELSR1P1 CES1 CES1P2 CES2 CES3 CES4A CETP CFAP68 CFHR3 CFHR4 CFHR5 CFI CFL2 CFP CFTR CHAC2 CHCHD10 CHP1 CHRM5 CHRNA10 CHRNE CHST4 CHST7 CHST9 CITED4 CLDN10 CLEC1B CLEC4G CLEC4M CLRN1-AS1 CLRN3 CLTRN CLYBL CMBL CMYA5 CNDP1 CNTFR CNTN3 COBL COL25A1 COL28A1 COL6A6 COLEC10 COQ3 COQ9 COX6A2 COX6B1P4 COX6CP16 COX7B CP CPEB3 CPNE8 CPT2 CR1L CRADD CRAT CRCP CREM CRHBP CRP CRPP1 CRPPA CRYBB3 CRYL1 CSRNP1 CTBS CTH CTNNA3 CTPS1 CUX2 CXCL14 CXCL2 CXCL6 CXCR1 CYB5A CYP11A1 CYP1A1 CYP1A2 CYP21A1P CYP21A2 CYP26A1 CYP2A13 CYP2A6 CYP2A7 CYP2A7P1 CYP2B6 CYP2B7P CYP2C18 CYP2C19 CYP2C58P CYP2C8 CYP2D6 CYP2D8P CYP2G1P CYP39A1 CYP3A4 CYP3A43 CYP4A11 CYP4A22 CYP4F11 CYP4F2 CYP4F22 CYP4V2 CYP4Z1 CYP8B1 DAO DBH DBH-AS1 DCPS DCXR DDAH1 DDT DDX19B DECR1 DEFB1 DENND2C DEPDC7 DERA DGCR6L DHODH DHRS1 DHRS12 DHRS3 DHRS4 DHTKD1 DIO1 DIPK1A DIRAS3 DLG2 DMGDH DMRTA1 DNAH5 DNAJB3 DNAJC25 DNALI1 DPF3 DPPA2P4 DPYD-AS1 DPYS DSG1 DTX1 DUSP23 DUSP5 DYNLT5 ECHDC2 ECHDC3 ECHS1 ECI1 ECM1 EEIG1 EHHADH EIF4EBP3 ELMO3 ELOVL6 ENDOG ENO1P3 ENO3 ENPEP ENPP7 ENTPD8 EPHA2 EPHX2 ERN1 ESR1 ESRRA ETFBKMT ETFDH ETFRF1 ETHE1 ETNPPL ETS2 EXPH5 EYS F11 F11-AS1 F2RL1 F9 FAAH FADS6 FAH FAHD2A FAM110C FAM149A FAM151A FAM180A FAM20A FAM221A FAM238A FAM50B FAM83A-AS1 FAM83F FAM83G FAM99A FAM99B FAM9B FBP1 FBXO8 FBXW11P1 FCAMR FCGR2B FCN2 FCN3 FDPSP3 FDX1 FETUB FFAR2 FGF14-AS2 FGF14-IT1 FGF23 FGFR2 FGGY FITM1 FMO3 FMO4 FNDC4 FNDC5 FNIP2 FOLH1 FOLH1B FTCDNL1 FUOM FXYD1 G0S2 GABARAPL1 GABRB3 GADD45G GAPDHP14 GAREM1 GASK1A GBA3 GBE1 GBP1 GBP7 GCDH GCGR GCH1 GCHFR GCKR GCLC GCLM GCNT1P3 GCSH GCSHP5 GDA GDPGP1 GFOD1 GFOD2 GFRA1 GGACT GHR GJB3 GJC3 GLOD5 GLRX GLRX2 GLS2 GLT1D1 GLYAT GLYATL1 GLYATL3 GLYCTK GNAO1 GNE GNMT GNPNAT1 GOLGA6A GOLGA6B GOLT1A GOT1 GOT2 GPAT3 GPD1 GPLD1 GPR157 GPR158 GPR17 GPR182 GPR88 GPT GRAMD1C GRAMD4 GREM2 GRHL1 GRHPR GRIA3 GRIN2B GRM8 GSTA1 GSTA2 GSTA5 GSTA7P GSTO1 GSTZ1 GUCA2B GYS2 H19 HAAO HABP2 HADH HAGH HAL HAMP HAND2 HAND2-AS1 HAO1 HAO2 HAO2-IT1 HERC5 HGFAC HHIP HIBADH HIGD1A HINT2 HISLA HJV HK3 HM13-AS1 HMCES HMGB1P27 HMGB1P8 HMGCL HMGN5 HNRNPA1P22 HNRNPA1P9 HOGA1 HOMER2 HORMAD2 HP HPD HPGD HPS5 HPX HRG HS1BP3-IT1 HSBP1L1 HSD11B1 HSD17B10 HSD17B13 HSD17B14 HSD17B6 HSD17B8 HSD3B2 HSD3B7 HSD3BP2 HTATIP2 HTR2A-AS1 ID1 ID2 IDNK IDO2 IER2 IFITM10 IFITM3 IGF1 IGFALS IL13RA2 IL15RA IL17RC IL18R1 IL1RAP IL1RAPL2 IL1RL2 IL1RN IL27 IL32 IL4R INHBB INHBC INHBE INPP1 INS-IGF2 INSIG1 IRF1 IRF7 IRF8 ISOC1 ISOC2 ITIH4 ITIH4-AS1 ITLN1 IVD IYD KATNAL2 KCND3 KCNH7 KCNJ3 KCNK1 KCTD14 KDM8 KHK KIAA1217 KIAA1671 KIF19 KLHL15 KLHL2 KLKB1 KMO KNDC1 KPNA7 KRT16P1 KRT16P2 KRT16P3 KRT18P11 KRT18P34 KRT7 KRT8P3 KYNU L3MBTL4 LACTB2 LARP1B LBP LCAT LDHD LEXM LGSN LHPP LIMS2 LINC-PINT LINC00240 LINC00311 LINC00313 LINC00365 LINC00399 LINC00605 LINC00659 LINC00844 LINC00857 LINC00885 LINC01018 LINC01093 LINC01151 LINC01620 LINGO4 LIPG LNX2 LONP2 LONRF2 LONRF3 LPA LPAL2 LPIN2 LRAT LRCOL1 LRG1 LRRC3 LRRC3-DT LRRC37A7P LRRC55 LSMEM1 LURAP1L LYPD2 LYRM1 LYSMD2 LYSMD3 LYVE1 MAB21L2 MACC1 MACO1 MACROD1 MAFK MAJIN MANCR MAOB MAP10 MAP1LC3A MAP2K3 MAP3K14 MAP3K14-AS1 MAP7 MAPRE3 MARCO MASP2 MAT1A MBL1P MBL2 MBNL2 MCC MCCC1 MCEE MCRIP2 MEI4 MEIOB METTL7B MFAP3L MFSD2A MGLL MGST1 MIA2 MIDEAS MIP MIR146B MIR3682 MIR378A MIR4686 MIR5581 MLPH MLYCD MMAA MMACHC MMUT MOCOS MOCS1 MOGAT1 MOGAT2 MPC1 MPPED1 MRO MROH2A MROH7 MRPL41 MRPS36P4 MS4A4E MSRA MSRB1 MT1CP MT1DP MT1E MT1F MT1G MT1H MT1JP MT1L MT1M MT1X MT2A MT2P1 MTARC2 MTATP8P1 MTCP1 MTHFD1 MTHFD2L MTHFS MTND1P14 MTND2P12 MTND4P12 MTND4P19 MTND5P11 MTND6P4 MUC3A MUC6 MYH4 MYO16 MYOM1 MYOM2 N4BP2L1 NAAA NAMPT NAT2 NAT8 NAV2 NBPF20 NDRG2 NDST3 NDUFA6-DT NDUFAF1 NDUFAF4 NDUFV2P1 NEBL NECAB2 NFIA NFIL3 NFKBIB NFKBIZ NHERF2 NHLRC1 NIPAL1 NIT2 NKAPL NKIRAS1 NKX3-1 NLGN4X NLRP6 NLRP9P1 NMRK1 NNMT NNT NOCT NOL4 NPAS1 NPM1P25 NPM1P29 NPTX2 NQO2 NR0B2 NR1I2 NR1I3 NRAP NRBF2 NRBP2 NRG1 NRG4 NSUN6 NTN1 NTS NUDT10 NUDT12 NUDT13 NUDT16L2P NUDT7 NUGGC NXF3 OAF OASL OCIAD2 ODF3B OGDHL OIT3 OPLAH OR10J6P ORM2 OSGIN1 OTC OXNAD1 OXT P2RX3 PALM3 PALS2 PAMR1 PAOX PAPSS2 PCA3 PCCA PCCA-AS1 PCCB PCDH9-AS2 PCK1 PCK2 PDIA5 PEMT PEX11A PEX11G PFKFB1 PGLYRP2 PGM1 PGM2 PGRMC1 PHETA1 PHLDA1 PHYH PHYHD1 PI4K2B PIGR PIGV PIK3AP1 PIK3C2G PIM3 PINK1 PIPOX PLA1A PLAAT3 PLAAT4 PLAC8 PLCXD2 PLEKHF1 PLGLA PLGLB1 PLGLB2 PLIN2 PLIN4 PLIN5 PLPP3 PLPP6 PMCHL2 PMEL PNPLA7 PNPO PNRC1 POLD4 PON1 PON3 PPARGC1A PPARGC1B PPIEL PPIF PPL PPP1R1A PPP1R32 PPP1R3B PRADC1 PRAM1 PRG2 PRG4 PRKAG2 PRKAG2-AS1 PROSER2-AS1 PROZ PRR18 PRR22 PRRG2 PRRG4 PRSS53 PRSS8 PSD4 PSMB8 PSMD10P2 PTER PTGFR PTGR1 PTH1R PTPN3 PTS PVALB PWWP3B PXDC1 PXMP2 PZP QDPR RAB17 RAB20 RAB26 RAB27A RAB5IF RARRES2 RASGEF1B RASL11A RASSF7 RBBP4P1 RBKS RBM46 RBM47 RBMXL1 RBP5 RBPMS2 RCAN1 RCC2P7 RCL1 RDH16 RDH5 REEP6 REPS2 RETREG1 RETSAT RFPL1 RGN RGPD2 RGPD3 RGS9 RHOB RHOD RIC3 RIDA RILP RIPK4 RIPOR3 RMDN2 RN7SKP296 RN7SL344P RN7SL48P RNA5SP37 RNA5SP46 RNASE4 RND1 RND3 RNF125 RNF152 RNF165 RNFT1 RNLS RNU1-47P RNU2-28P RNU5A-6P RNU6-339P RNU6-570P RNU6-733P RNU6-796P RNU6-863P RNU6ATAC18P RNU7-124P ROPN1B ROS1 RPL17P11 RPL17P50 RPL21P23 RPL3P6 RPL7P60 RPS4XP5 RPS6KA6 RPS6P16 RRAS2 RSPO3 RTL4 RTL5 RTP3 RUNDC3B S1PR2 SAA1 SAA2 SAA4 SAMD5 SAR1B SARDH SATB1 SCN9A SCNN1A SCP2 SDC4 SDC4P SDHB SDHD SDR42E1 SDS SDSL SEC14L2 SEC14L3 SEC14L4 SEMA6D SERBP1P6 SERPINB8 SERPINB9 SERPINE3 SERPING1 SERTAD1 SERTM2 SETP17 SFRP5 SFTPD SGK2 SGMS2 SH3RF1 SHB SHBG SHFL SHMT1 SIAE SIGIRR SIGLEC11 SIRT5 SKAP1 SLAIN1 SLC10A1 SLC16A2 SLC1A1 SLC20A1 SLC22A1 SLC22A10 SLC22A18 SLC22A2 SLC22A7 SLC25A16 SLC25A18 SLC25A20 SLC25A4 SLC25A45 SLC25A47 SLC27A2 SLC27A5 SLC28A1 SLC2A10 SLC30A4 SLC31A1 SLC35C1 SLC35D1 SLC37A4 SLC38A4 SLC3A1 SLC41A2 SLC43A3 SLC45A3 SLC46A3 SLC4A4 SLC51A SLC5A1 SLC5A7 SLC66A2 SLC6A16 SLC7A2 SLC9B2 SLCO1A2 SLCO1B3 SLCO1B7 SLFNL1 SLITRK3 SLPI SMCO4 SMIM14 SMIM2-AS1 SMPD1 SMTNL1 SMUG1P1 SNIP1 SOCS2 SOCS2-AS1 SOCS6 SOD1 SORCS2 SPAG1 SPATA1 SPATA2L SPATA32 SPATA41 SPATA6L SPDYC SPR SPRYD4 SPTBN2 SPTBN4 SQOR SRD5A1 ST3GAL6 ST3GAL6-AS1 STAB2 STAP2 STARD5 STEAP3 STEAP3-AS1 STEAP4 STIMATE STX1B SUCLG2 SUCLG2P2 SULT1A1 SULT1A2 SULT2A1 SYBU SYDE2 SYT10 SYT12 SYT17 SYT7 SYTL4 TAF7L TAPBPL TAT TBX15 TBXA2R TCP10L TDO2 TDRD15 TENM1 TENT5A TERB2 TEX26 TEX30 TFR2 TGM2 THEM5 THRSP TIFA TIGD2 TJP2 TLR3 TM6SF2 TMEM132D TMEM171 TMEM176A TMEM176B TMEM184A TMEM192 TMEM205 TMEM220 TMEM26 TMEM45A TMEM53 TMEM82 TMEM92 TMOD1 TMPRSS2 TNFSF14 TNXA TP53TG1 TPD52L1 TPMT TPPP2 TPRG1 TPRG1-AS1 TPST1 TPST2 TPT1P12 TRAM2-AS1 TREH TRIB1 TRIB3 TRIM15 TRIM21 TRIM35 TRIM55 TRPC5 TRPM8 TRPV4 TRPV6 TSC22D2 TSKU TSLP TSPAN1 TSPYL5 TST TSTD1 TTC22 TTC36 TTC39C TTLL2 TTPAL TTR TUBE1 TUSC1 UAP1 UBALD1 UBE2FP1 UBE2L6 UBXN10 UGP2 UGT1A2P UGT1A4 UGT1A6 UGT1A7 UGT1A8 UGT1A9 UGT2A1 UGT2B10 UGT2B15 UGT2B7 UPB1 UPP1 UQCRQ URGCP UROC1 USP12 USP2 USP30-AS1 USP38 USP43 VIPR1 VIPR1-AS1 VKORC1 VNN1 VNN3P VXN WDR72 WNT11 XAF1 XBP1 XDH XRCC6P1 YPEL2 ZBTB43 ZC2HC1C ZC3H12A ZC3H12A-DT ZCCHC2 ZCCHC24 ZCWPW1 ZDHHC19 ZFYVE28 ZG16 ZMYND12 ZMYND15 ZNF367 ZNF503-AS1 ZNF684 ZNRF2 ZSWIM6 ZYG11A CARRILLOREIXACH_HEPATOBLASTOMA_VS_NORMAL_HYPERMETHYLATED_AND_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CARRILLOREIXACH_HEPATOBLASTOMA_VS_NORMAL_HYPERMETHYLATED_AND_DN A1BG ACSL1 ADAMTSL3 AKR7A3 AKR7L CLYBL CTPS1 CYP1A1 CYP7B1 EDNRB ESRP2 HAL HJV MT1L PEMT PER3 PLEK2 RHOD SLC43A3 TBX15 TSPYL5 CARRILLOREIXACH_HEPATOBLASTOMA_VS_NORMAL_HYPOMETHYLATED_AND_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CARRILLOREIXACH_HEPATOBLASTOMA_VS_NORMAL_HYPOMETHYLATED_AND_UP ACSL4 ADAM9 ANGPT1 ANTXR1 ANXA1 ARID3A ASAP2 AXIN2 B3GALT2 BAMBI BCAM BCAT1 BCL9 BLMH BMP4 CACNB4 CCL18 CD34 CDH11 CDH13 CDK1 CDK4 CDK6 CDKN3 CHD3 CHST11 CKAP2L CLIC1 COL12A1 COL15A1 COL1A1 COL1A2 COL2A1 COL4A1 COL4A2 COL6A3 CPA6 CREB3L2 DEPDC1 DHX9 DLGAP5 DNMT3A DPEP1 DTL DYNC1H1 EDIL3 ESM1 F13A1 FAP FBLN1 FMNL2 FOXM1 GAS2L3 GLS GNA12 GRAMD1A GREB1 GRK3 HIP1 HK2 HMGB2 HNRNPA3 HSPG2 HTR1D HUNK IGF2BP1 IGF2BP2 IGSF1 ILF3 INPP5D ITGA2 ITGA8 KCNU1 KIF18A KIT LAMA4 LAMB1 LAMC1 LGR5 MAP1B MAP4K4 MCTP1 MGAT5 MGP MME MMP16 MS4A2 MTBP MYO1D MYO5A NCAPD2 NCAPG NCAPH NKD1 NOTCH3 NPM1 NRP2 NT5DC2 NUAK1 NUP93 ODAM OLFML2B OLR1 PARPBP PDGFRB PHYHIPL PIEZO2 PLCG1 PLD3 PLXNC1 PRC1 PRKAA2 PRKDC PTK7 PTPN14 R3HDM1 RACGAP1 RAP2A RASGRF2 RERE RHOBTB1 RNASE1 ROBO1 RPL8 RPS12 RPS3A RRM2 SEMA3C SGO1 SLC1A5 SLC38A11 SLC7A11 SLC7A6 SLIT3 SMARCC1 SMOC2 SNTG1 SPP1 SPRY1 STC1 STK39 SULF1 TACC1 TBX3 TCF4 TGFB2 THBS2 TMC7 TNC TNFRSF19 TRIB2 TRIM71 TRPS1 TSPAN13 TXNIP UACA UGGT1 VCAN VWF ZC3HAV1L ZNRF3 ZSWIM5 CARRILLOREIXACH_HEPATOBLASTOMA_VS_NORMAL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CARRILLOREIXACH_HEPATOBLASTOMA_VS_NORMAL_UP AACS ABCB9 ABCC5 ABRAXAS1 ACAN ACBD7 ACLY ADAM32 ADAM9 ADAMTS18 ADAMTS6 ADCY6 ADRA2C AFAP1L1 AIF1L AJAP1 AK8 AKR1B1 ALOX12B ALOX15B AMPD3 ANAPC1 ANKRD27 ANKRD52 ANKRD65 AP2B1 AP3M2 APBA2 APLN ARHGEF11 ARHGEF2 ARHGEF3 ARID3A ARL6IP6 ARMC9 ASAP1 ASAP2 ASCL2 ASCL5 ASIC1 ASIC2 ATN1 ATP10A ATP10D ATP13A2 ATP1A4 ATP6V0D2 ATP6V0E2-AS1 ATP6V1B1 ATP8B2 AXIN2 B3GALNT1 B3GALT1 B3GNT5 B3GNT8 BCAM BCAS4 BCAT1 BCL11A BCYRN1 BEND5 BFSP1 BICD1 BIK BIRC7 BLM BLMH BMF BMP4 BOLA3-DT BORA BSG BTN2A3P BUB1 C12orf75 C15orf39 C18orf54 C1orf112 C4orf46 C5orf34 C6orf58 CA5B CA8 CACNA1B CACNA1I CACNA1S CACNA2D3 CACNB4 CALM3 CALU CAPN11 CARM1P1 CASC15 CASKIN1 CBX1 CBX2 CBX5 CBX6 CCDC102A CCDC102B CCDC85A CCDC88A CCDC88C CCN3 CCND2 CCNF CCNI2 CCR6 CCT3 CD34 CDCA4 CDCA7 CDH13 CDH24 CDK4 CDK5R1 CDK6 CDKN2A CDKN2B-AS1 CDX1 CELSR3 CENPE CENPF CENPI CENPL CENPQ CEP152 CEP250 CEP55 CEP68 CFAP300 CHD3 CHGB CHIT1 CHRFAM7A CHRNA1 CHST10 CHST6 CIP2A CIZ1 CKAP2 CKAP4 CLDN11 CLIC1 CLIP2 CLSTN1 CLUL1 CNMD COL15A1 COL1A2 COL4A1 COL4A2 COL7A1 COL9A3 COLEC12 COMP COPG2 CORIN CPA5 CPA6 CPD CPLX2 CPNE1 CREB3L2 CREG2 CRNDE CROCCP3 CRTAP CSE1L CSN2 CST2 CTHRC1 CTNNA2 CTNNB1 CTSC CTSV CUEDC1 CUL7 DBN1 DCAF7 DDAH2 DDX11-AS1 DGKD DGKI DHX57 DIO2 DIPK2B DISC1 DKK1 DLG3 DLG5 DLK1 DLL4 DLX2 DLX3 DLX4 DLX5 DLX6 DLX6-AS1 DNAJC18 DNM1P46 DNM1P47 DNM3 DNMT3A DNMT3B DOCK3 DOK1 DPF1 DPY19L2P2 DQX1 DRP2 DSC3 DUSP26 DVL2 DYNC1H1 DYNC1I1 E2F7 EBF2 ECT2 EDARADD EDN3 EEF1A1 EEF2 EFNA3 EFNA4 EFR3B EHMT2 EID2B EIF3E EIF3L EIF4B ELAPOR1 ELK3 ELOVL4 ELP1 EMC3-AS1 EML6 ENAH ENSG00000187951 ENTPD1 ENTREP3 EPB41L2 EPCAM EPHA4 EPHB2 EPHX4 ERCC6L ERP27 ERVMER34-1 ESM1 EXTL1 EXTL3 FABP5 FAM117B FAM182B FAM217B FAM3B FAM72A FAM83D FANCB FANCE FDCSP FER1L4 FER1L6 FERMT1 FGD1 FGF13-AS1 FGF20 FKBP10 FLVCR1 FMNL2 FMNL3 FOXF2 FOXJ1 FOXL1 FOXO3B FOXS1 FRAS1 FRMD3 FRMPD2 FRRS1L FSD1L FUT2 G6PD GABRD GADL1 GAREM2 GAS2L3 GAS5 GASK1B GBX2 GDF11 GDPD1 GDPD2 GJB6 GLG1 GLS GNA12 GNAL GNAS GNG4 GPC2 GPC3 GPD1L GPR161 GPX7 GRAMD1A GREB1 GRIK4 GSDME GSN GXYLT2 H2AC25 H4C8 HAS2-AS1 HASPIN HCAR1 HDAC11 HDAC2 HDAC7 HEATR1 HES2 HFM1 HIF1AN HIP1 HMGA2 HMGB2 HNRNPA1 HNRNPA3 HOXA-AS2 HOXA3 HOXC4 HSDL1 HSF2 HSP90AA1 HSP90AB1 HSPA12B HSPG2 HTR1D HTR1F IFT52 IGDCC3 IGDCC4 IGF2BP2 IGHV7-81 IGHVII-78-1 IL31RA ILF2 ILF3 IMPDH2 INCENP INKA2 INKA2-AS1 INPP5D INPP5J INSYN1 IPO9 IRAK1BP1 IRX5 ISM2 ITGA2 ITGA6 ITGAE ITM2C IVNS1ABP JAG2 JARID2 JCAD JRK KAZALD1 KCNE3 KCNH6 KCNJ5 KCNN3 KCP KCTD7 KDM5B KIAA1549 KIF15 KIF18A KIF2A KIF3A KIF4A KIF7 KIT KLHL30 KLHL38 KRBA1 KSR1 LAMA3 LAMA4 LAMB1 LAMB4 LAMC1 LAPTM4B LDB1 LEF1 LEF1-AS1 LFNG LIMK1 LIN9 LINC00205 LINC00327 LINC00511 LINC00941 LINC01011 LINC01091 LINC02210 LINC02875 LINGO1 LIX1 LLGL1 LMNB2 LMX1B LOXL1-AS1 LOXL3 LPCAT1 LPCAT4 LRP4 LRP8 LRRC37A17P LUZP2 LY6H LYZ LZTS2 MAGED1 MAGED2 MAGEE1 MAMSTR MAP1B MAP4K4 MAPK13 MARCKSL1 MATN3 MCM6 MCM8 MCTP1 MDFI MDK MEAK7 MECOM MEG3 MEG9 MFAP2 MFGE8 MGAT3 MGAT5 MILIP MIMT1 MINAR1 MIR493HG MIR559 MIR656 MIR770 MIS18BP1 MIXL1 MMP11 MMS22L MNX1 MPZL1 MSH2 MSX1 MTA3 MTBP MTFR2 MTMR2 MTR MTX1P1 MVB12B MYCN MYH10 MYLK-AS1 MYO1D MYOZ3 MZT1 N4BP3 NAP1L1 NAT8L NBEAP2 NCAPD2 NCSTN NDN NDRG1 NDRG3 NDRG4 NECTIN1 NES NETO2 NKAIN4 NKD1 NOS2 NOTCH3 NOX4 NPM1 NPNT NPTX1 NPTXR NRBP1 NRP2 NRXN3 NSMAF NT5DC2 NTM NUAK1 NUDT4 NUP93 NXPH3 ODAM OLFML2A OLFML2B OLIG3 OLR1 OR51E1 OSBPL3 OSBPL7 OXCT1 OXCT1-AS1 P4HA2 PABPC1 PACC1 PAPSS1 PAQR8 PARD3B PARPBP PART1 PARVB PASK PAX2 PBXIP1 PCDHGA1 PCDHGB2 PCSK5 PCYOX1L PDE4C PDE7A PDGFA PDGFRB PDZD7 PEA15 PEG3 PFAS PFKFB4 PFKM PFN4 PGAP1 PGAP4 PIAS3 PIK3C2B PIK3R2 PIP5K1B PKM PKN1 PKP1 PLAG1 PLCG1 PLD3 PLVAP PLXNA1 PLXNC1 PLXND1 PNMA1 PNMA8A PODXL POU2AF3 PPP1R14C PPT1 PRC1 PRDM16 PRDM16-DT PRKCQ PRKDC PRKG1-AS1 PRND PROCA1 PRR11 PRRG3 PRTG PRUNE1 PTGES3L PTK2 PTK7 PTP4A3 PTPDC1 PTPN14 PTPN5 PTPRG PYGB QPCT R3HDM1 RAB34 RAB39B RACGAP1 RACK1 RAD21 RAMP2-AS1 RAN RASAL2 RASAL2-AS1 RASD2 RASGRF1 RASL11B RASL12 RAVER2 RBL1 RBM20 RBP7 RCN2 RCOR2 REEP2 REEP4 RERE RFX3 RFX6 RFX7 RHBDL3 RHNO1 RHOBTB1 RHOBTB2 RHPN1 RHPN1-AS1 RIBC2 RIMKLA RNASE1 RNASEH2B-AS1 RNF144A RNF157 RNF182 RNF24 RNFT2 ROBO1 RPA1 RPGRIP1L RPL10 RPL10A RPL12 RPL13 RPL13A RPL18A RPL19 RPL23 RPL23A RPL23AP7 RPL27 RPL28 RPL3 RPL31 RPL35A RPL37A RPL4 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPS11 RPS12 RPS18 RPS19 RPS2 RPS20 RPS23 RPS27 RPS27A RPS3 RPS3A RPS3AP46 RPS4X RPS5 RPS6 RPS7 RPS8 RPSA RPSAP52 RTKN2 RTL1 SACS SALL2 SAMD13 SANBR SCAMP5 SCG2 SCIN SCN5A SDK1 SELENON SEMA3G SEMA4F SEPTIN2 SEPTIN3 SEPTIN8 SERPINE2 SERPINI1 SFTA1P SGO2 SH3BP1 SH3PXD2B SH3RF3 SHCBP1 SHROOM4 SINHCAF SIX1 SIX2 SIX4 SLC1A3 SLC1A5 SLC25A35 SLC25A36 SLC26A2 SLC26A6 SLC30A3 SLC38A5 SLC39A10 SLC45A4 SLC4A8 SLC6A4 SLC6A6 SLC6A7 SLC6A8 SLC6A9 SLC7A10 SLC7A11 SLC7A6 SMARCA4 SMARCC1 SMC2 SMTNL2 SMYD2 SMYD3 SNHG32 SNORD113-3 SNORD113-4 SNORD114-1 SNORD114-10 SNORD114-13 SNORD114-28 SNORD114-3 SNRNP200 SOGA1 SOGA3 SORT1 SP6 SPACA9 SPAG6 SPATS2 SPDL1 SPINDOC SPOCK1 SQLE SRARP SRC SRRM3 STC2 STEAP1B STK39 STMN1 STOX1 STRA6 STXBP1 STXBP4 SUPT3H SUSD1 SV2A SYN3 SYT11 SYT15 TACC1 TAF6 TARBP1 TBC1D16 TBKBP1 TBX2 TBX4 TCF3 TCTN2 TEAD2 TET1 TFAP2E TGFB2 THBS4 TIA1 TICRR TIGD1 TLCD5 TM4SF19-AS1 TMC2 TMC7 TMCC1-DT TMED3 TMEM132A TMEM178B TMEM182 TMEM237 TMEM52B TMEM67 TMEM94 TMEM98 TMSB15A TNFRSF19 TNFRSF4 TNFSF4 TOMM20 TOR3A TP53BP1 TP53I3 TPR TRAIP TRIB2 TRIM16 TRIM17 TRIM24 TRIM28 TRIM46 TRIM59 TRIM65 TRIM71 TRIP13 TRPC1 TRPC6 TSPAN18 TSPAN5 TSPY26P TTC26 TTLL1 TTYH3 TUBA1B UACA UBAP2L UBE2Q2 UGGT1 UNC119B USP21 USP22 USP46 USP51 UTRN UXS1 VASH2 VAT1 VAX2 VCAN VIM WDHD1 WDR35 WDR76 WFS1 WNT6 XXYLT1 YEATS2 YWHAZP4 ZBTB12 ZBTB40 ZC3HAV1L ZCCHC12 ZDHHC20 ZFP37 ZFP69B ZIM2 ZMYM3 ZNF107 ZNF14 ZNF197-AS1 ZNF273 ZNF280A ZNF286A-TBC1D26 ZNF286B ZNF287 ZNF385A ZNF385C ZNF391 ZNF431 ZNF519 ZNF572 ZNF607 ZNF610 ZNF66 ZNF660 ZNF695 ZNF70 ZNF703 ZNF704 ZNF711 ZNF714 ZNF730 ZNF738 ZNF74 ZNF775 ZNF781 ZNF788P ZNF792 ZNF853 ZNF883 CARRILLOREIXACH_MRS3_VS_LOWER_RISK_HEPATOBLASTOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CARRILLOREIXACH_MRS3_VS_LOWER_RISK_HEPATOBLASTOMA_DN ABI3BP ACER3 ADAMTS1 ADAMTS9-AS2 AEBP1 AKT3 ANK3 ANTXR1 ANXA1 ARHGAP10 ARHGEF10 ARHGEF6 ARID5B ARMCX1 ASAH1 AXL BCL2 BHLHE41 CCDC71L CCL2 CCN1 CD200 CD9 CH25H CLEC2B CLIC4 CRYBG3 CSGALNACT2 CTSK CTTNBP2NL CYBRD1 CYRIA DCN DDR2 DMD DNM3OS DPT EDNRA EEIG2 EGR3 EMP1 EPB41L2 EPHA3 ETS1 FAP FAR1 FCGR2A FCGR2C FGF7 FILIP1L FPR3 GEM GGTA1 GLIPR1 GLT8D2 GNB4 GPNMB GPRIN3 HACD4 HECA HLA-DPA1 HSPB8 IFI16 IQGAP1 ITPRIP JAM3 JHY JUNB KCNE4 KCTD12 LBH LGALS3 LHFPL6 LINC00924 LRCH2 LTBP1 LUM MAMDC2 MAML2 MAP3K5 MB21D2 MBOAT1 MEF2C MFAP4 MGP MIR23AHG MITF MOB3B MS4A4A MSC-AS1 MSR1 MSRB3 MYO5A MYOCD NEXN NFASC NIBAN1 NR4A3 ODF2L OMD OSBPL1A OSBPL8 OSTF1 P3H2 PAG1 PCDH7 PCDHGB7 PDCD1LG2 PDE3A PDE4B PDGFRA PLA2R1 PLXDC2 PMP22 PPP1R12A PRDM1 PRELP PRKACB PRKG1 PTGS2 PTPN13 RAB31 RARB RASSF2 RBMS3 RERG RFTN1 RGL1 RGS2 RGS4 RHOQ RHOQP3 RNF150 RRAS RSU1 SAMD9 SAMD9L SEL1L3 SEPTIN7 SETBP1 SGCD SH3BGRL SH3RF1 SLC24A3 SLC25A24 SLC9A9 SLIT2 SMIM10 SPIRE1 SSBP2 STK17B STK38L SWAP70 SYNPO2 TANC2 TCF4 TGFB1 TIMP2 TLR4 TLR7 TM6SF1 TMEM47 TMSB4X VIM ZEB2 ZFPM2 ZNF438 ZSWIM6 CARRILLOREIXACH_MRS3_VS_LOWER_RISK_HEPATOBLASTOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CARRILLOREIXACH_MRS3_VS_LOWER_RISK_HEPATOBLASTOMA_UP ACACA AHCY AK4 ALDH4A1 ARSL ATP7B C2orf72 CENPV CHKA CLUH COASY DHCR24 DLK1 EBP EIF6 ERBB3 FASN FGFR4 FOXA1 FOXA2 GALT GREB1 IGF2BP1 IGF2BP2 LRP5 MAGED1 MAGED4B MEG3 MEG8 NELFCD NIPSNAP1 PTPRF SCML2 SEMA4G SLC25A1 SLC29A4 SLC35D2 SLC39A5 SMG5 SNHG16 SNORD113-1 SNORD113-3 SNORD114-20 SNORD114-21 SNORD114-4 SREBF2 SULT1C2 TARBP1 TRAP1 TRIM71 USP27X ZSWIM5 CASORELLI_ACUTE_PROMYELOCYTIC_LEUKEMIA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CASORELLI_ACUTE_PROMYELOCYTIC_LEUKEMIA_DN AACS AAGAB AARS1 AARSD1 AASS AATF ABCC4 ABCF2 ABLIM1 ACACA ACADVL ACAT1 ACAT2 ACIN1 ACLY ACOT2 ACOT9 ACP1 ACSL3 ACTB ACTR2 ACTR3 ADAM28 ADIPOR2 AIFM1 AKR1B1 AKR1C1 ALB ALDH1A1 ALDOA ALDOC AP2M1 APIP APOBEC3C APOC1 APOL3 ARF3 ARFGAP2 ARHGAP19 ARHGAP6 ARID5B ARL6IP4 ARPC4 ASB8 ASH2L ASL ASPM ATIC ATP5IF1 ATP6V0D1 AURKA AURKB BACE2 BAX BAZ1B BCAP31 BEX1 BEX3 BIRC5 BLMH BLVRA BMAL2 BRCA1 BUB1B BUB3 C10orf95-AS1 C3orf14 C3orf52 CAMK1 CAPZA2 CARMIL1 CAVIN1 CBR1 CC2D1A CCNA2 CCNB1 CCNB2 CCT5 CCT7 CD24 CD2BP2 CD40 CD59 CD84 CDC123 CDC20 CDC25A CDC25C CDC42BPA CDC45 CDC5L CDC6 CDHR1 CDK1 CDK9 CDKN3 CENPA CENPE CENPF CENPM CEP55 CEPT1 CHAF1A CHCHD3 CHEK1 CHEK2 CHMP4A CHTOP CIRBP CKAP4 CKS1B CLC CLCN4 CLEC2B CLGN CLN6 CMAS COA1 COA7 COIL COPZ2 COQ3 CREB3 CSE1L CSF2RB CSRP1 CTDSPL CTNNBL1 CTPS1 CTSL CTSZ CYC1 CYP1B1 CYP51A1 DAG1 DCXR DDAH1 DDX18 DDX3Y DDX41 DEPDC5 DHCR24 DHCR7 DHFR DHTKD1 DHX15 DHX9 DKC1 DLAT DLC1 DLEU1 DLGAP5 DNAJC12 DNAJC17 DNAJC6 DNAJC8 DNAJC9 DNM1L DNPH1 DPP4 DPPA4 DSCC1 DSG2 DUS4L DVL2 DYNC1LI1 EBP ECHDC1 ECI1 ECI2 EDC3 EED EID1 EIF1AY EIF2B5 EIF2S1 EIF2S2 EIF2S3 EIF3B EIF4E2 EIF5A EIF5B ELOVL5 ELOVL6 ELP3 ENO1 ENO2 ENO3 ENOSF1 ENPP4 ENSA ENTPD6 EPB41L2 EPRS1 EPX ERG28 ERO1A ESPL1 ETFB ETS2 EXOC3 EXOSC2 EXOSC4 FADS1 FADS2 FAM111A FAM124B FAM171A1 FAM174B FAM30A FANCI FBN1 FDFT1 FDPS FEM1B FEN1 FHL2 FILIP1L FKBP4 FLOT1 FOXM1 FUBP1 FUS FZD5 FZD6 G3BP1 G3BP2 GALE GALNT12 GAPDH GARS1 GATA2 GFI1B GGA2 GGCT GINS1 GINS2 GINS4 GK GLO1 GLOD4 GLUD1 GLUL GMPS GNAI1 GOT1 GP1BB GPSM2 GRPEL1 GSS GTF2H3 GTSE1 GUCY1B1 HADH HADHA HDC HDGFL3 HEATR6 HELLS HEXIM1 HIRIP3 HLA-DPA1 HLA-DRB1 HMCES HMGA2 HMGB3 HMGCR HMGCS1 HMMR HNRNPA1 HNRNPA1P3 HNRNPA2B1 HNRNPA3 HNRNPA3P1 HNRNPAB HNRNPC HNRNPD HNRNPF HNRNPH2 HNRNPH3 HNRNPK HNRNPM HNRNPU HNRNPUL2 HOXA10 HOXA7 HOXA9 HPGD HPGDS HPS4 HSD17B4 HSP90AA1 HSP90AB1 HSPA4 HSPA9 HSPD1 HTATIP2 ICAM4 IDH3B IDI1 IL18BP IL9R ILF3 ILKAP ILRUN ILVBL INPP1 INPP4B INSIG1 IP6K1 ITGA2B IVNS1ABP JAKMIP2 JPT2 KBTBD2 KDELR2 KDM1A KDM5D KEAP1 KIF11 KIF15 KIF20A KIF22 KIF2C KIF4A KIFAP3 KIFC1 KLF1 KLHDC3 KPNA2 KPNB1 KYNU LAMP1 LAPTM4B LAPTM5 LARP4B LAT LDHA LDHB LDLR LGALS8 LIF LIN7C LMAN2 LMNA LMNB2 LMO2 LMO4 LOX LPCAT3 LPIN1 LRRFIP2 LSM14A LSS LUC7L LUC7L2 LUC7L3 M6PR MACROD1 MAD1L1 MAOA MAP7 MAPK14 MAPRE2 MCM2 MCM3 MCM4 MCM5 MCM7 MECOM MEF2C MEIS1 MELK MGAT3 MKI67 MLLT3 MMRN1 MREG MRM2 MRM3 MRPL12 MRPL28 MRPS10 MSMO1 MTMR2 MTREX MUC1 MVD MYDGF MYH10 NADSYN1 NANS NAP1L4 NASP NAXD NCAPG NCAPH NCAPH2 NCBP1 NCF1 NDC80 NDN NDUFS2 NDUFS6 NDUFV1 NEFH NEK2 NEK9 NFIB NME1 NNT NOC3L NOLC1 NONO NPM1 NPR3 NRIP1 NSDHL NTRK1 NUDC NUDT1 NUDT11 NUP155 NUP93 NUSAP1 NXF3 ODC1 OPTN ORC1 PAF1 PAFAH1B3 PAICS PAWR PCYT1B PCYT2 PDHB PDIA3 PDIA6 PDK3 PES1 PEX2 PFKL PFKM PFKP PGD PGK1 PICALM PIK3R3 PIM1 PIN4 PIR PKIA PLA2G4A PLEKHB2 PLK1 PLOD2 PLS1 PNRC2 POGLUT2 POLA2 POLD2 POLD3 POLQ PPA1 PPAN PPIB PPID PPM1G PPP1R10 PPP2R1B PRC1 PRDX4 PRG2 PRKAR2B PRMT7 PROS1 PRPF4 PRR11 PRSS23 PSAT1 PSMA1 PSMB5 PSMB6 PSMC3 PSMC3IP PSMD13 PSTPIP2 PTGES2 PTGS1 PTK2 PUS1 QPRT QTRT1 RAB33A RAB3GAP1 RABGAP1 RAD23B RAD54B RAD54L RADX RALY RANGAP1 RAP2B RAPGEF6 RBFOX2 RBL1 RCC1L RDH11 RDX RECQL4 RECQL5 REX1BD RFC3 RFC4 RMND5B RNASE2 ROBO1 ROCK2 RPA1 RPE RPL3 RPN1 RPS4Y1 RRM2 RRP1 RRP9 RTN3 RYK SAFB SAMM50 SCD SCRN1 SDHA SEC24C SEMA3C SEPTIN2 SERBP1 SERINC3 SERPINB6 SERPINE2 SF3A3 SFPQ SFXN1 SHMT2 SHQ1 SKAP2 SLA SLC16A3 SLC18A2 SLC22A17 SLC25A1 SLC25A4 SLC27A2 SLC27A5 SLC2A10 SLC2A6 SLC38A1 SLF2 SMC4 SMS SNF8 SNRNP25 SNRNP40 SNRNP70 SNRPA1 SNRPB SNRPN SNU13 SNX17 SNX4 SNX5 SOCS2 SPAG5 SPINT2 SQLE SQSTM1 SRI SRP54 SRPK2 SRSF3 SRSF9 SSR1 SSRP1 ST7 STIL STIP1 STOM STON1 STT3A STX7 STXBP6 SUMO1 SV2A SWAP70 TACO1 TADA2A TAF15 TAL1 TARDBP TBC1D31 TBC1D4 TBL3 TCAF1 TCF4 TECR TEDC2 TFPI TFR2 THBS1 THG1L THOC6 TIMELESS TIMM10 TIMM44 TIMM50 TIMP3 TJP2 TK1 TLCD3A TM7SF2 TMBIM1 TMEM106C TMEM14A TMEM176B TMEM97 TOP2A TPD52 TPI1 TPM1 TRAFD1 TRAP1 TRIP13 TRIP6 TRO TSR1 TSR2 TST TTC27 TTLL12 TUBB TUBB2B TUFM TYMS UPF1 UPF3A UQCRC1 UROS UTP14A VCL VCP VDAC1 VNN2 VOPP1 VPS37C VRK1 VWA5A VWF WARS1 WDHD1 WDR46 XRCC5 XRCC6 YBX1 YKT6 YWHAH ZNF175 ZNF544 ZNF671 ZWINT CASORELLI_ACUTE_PROMYELOCYTIC_LEUKEMIA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CASORELLI_ACUTE_PROMYELOCYTIC_LEUKEMIA_UP AAK1 ABHD3 ADA2 ADGRE2 AFF2 AGTPBP1 ALCAM ANKS1A ANXA8 AP1S2 ARHGAP25 ARL4A ATP1B1 ATP2B4 ATP6V1G1 AUTS2 AZI2 BCL11B BTG1 CBLB CCNA1 CD33 CD3D CD44 CD8A CD96 CEBPD CFD CFP CHST11 CITED2 CMAHP COL4A5 CSGALNACT2 CTSW DENND5A DMXL2 DRG1 DUSP1 EVI2A FCMR FGF13 FLT3 FNDC3B FOS FOSB GABRE GFI1 GLIPR1 GLRX GNLY GPR183 H2AC18 H2BC21 HAL HBEGF HCAR3 HELZ HGF HIC2 ID2 IDUA IGFBP7 IGHA1 IGHG1 IGKC IGKV1D-13 IGKV3-20 IGLC2 IRS2 ITM2B JAG1 JMJD7-PLA2G4B JUN KAT6B KLF10 KLF2 KLF6 KRT18 LONP2 LY75 MAP1LC3B MED13L MGST3 MRC2 MRPL33 MRPS30 MST1P2 MT-ND5 MT1F MTARC2 MXRA7 MYLIP N4BP2L1 NACA NDE1 NDST2 NDUFS4 NFIL3 NFKBIA NFYA NLRP1 NR4A2 NRIP3 PDE3B PER1 PLAAT3 PLAGL1 PLCB1 PLEKHA5 PLSCR3 PRF1 PRKCA PSMA1 PTGDS PTPRE RAP1GAP2 RBMS1 RGCC RGS2 RNF11 RPL23AP4 RPL26P36 S100P SAP30 SERPING1 SF1 SIK1 SIK3 SIN3B SIPA1L1 SLC31A2 SMC5 SMURF2 SND1 SORL1 SPEN SPRY2 SPSB3 ST3GAL5 STAB1 STK17B TANK TCF7L2 TCFL5 TCL1A TGOLN2 TIMP1 TLR2 TMEM131 TMEM243 TOMM20 TOMM7 TPBG TRIB1 TSC22D3 UBBP1 UBE2D4 UTP14C VAMP1 WASL WDFY3 XIST ZBTB18 ZBTB43 ZFAND5 ZFP36 ZMYM2 ZNF185 ZNF264 ZNF273 ZNF91 ZSWIM8-AS1 CASORELLI_APL_SECONDARY_VS_DE_NOVO_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CASORELLI_APL_SECONDARY_VS_DE_NOVO_UP ANXA5 ARHGEF40 CAPN3 CLU CNIH4 CPQ CSGALNACT1 DPM3 ENC1 ENTPD1 EVI2B FBN2 FCGRT FOS FOSB FZD2 GCA HDAC4 HP KLF4 LAMC1 MAVS MCTP2 MTARC1 NAGPA NID1 OTULINL PLAAT3 PTGER2 SLC24A3 SLC36A1 SLC38A6 SLFN12 TFEC TGFA TM6SF1 TMEM35B TMX4 TRIM27 CASTELLANO_HRAS_AND_NRAS_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CASTELLANO_HRAS_AND_NRAS_TARGETS_DN ANKRD1 CALCRL CXXC5 FHL1 IRX3 NRAS POLR2M RBPMS CASTELLANO_HRAS_AND_NRAS_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CASTELLANO_HRAS_AND_NRAS_TARGETS_UP ANXA8L1 CCNG1 CFH CRABP2 EIF2D PRDX2 CASTELLANO_HRAS_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CASTELLANO_HRAS_TARGETS_DN C1QTNF12 HRAS OPRM1 RAMAC SBF2 SLC1A5 CASTELLANO_HRAS_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CASTELLANO_HRAS_TARGETS_UP GFER GNB1 HOXC8 NNAT PRDX2 CASTELLANO_NRAS_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CASTELLANO_NRAS_TARGETS_DN AKAP12 ANKRD1 CDKN2A FBLN2 HTRA1 LIMK1 NCAM1 NRAS PKIA PLEKHO1 RBM38 RBPMS RPS6KA2 ZFTRAF1 CASTELLANO_NRAS_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CASTELLANO_NRAS_TARGETS_UP ACADM ADCY2 AK1 ANXA4 ANXA8L1 B2M BAX CCNG1 CFH CLEC11A CRABP2 CRIP2 CRYBG1 CX3CL1 DLX5 ENPEP EPHX1 ERCC5 EXOC4 FNDC3A GBP2 GJA1 HLA-B IFI16 IFI27L2 IFI35 IFIH1 IFIT1B IL13RA1 IL1RN IRGM ISG15 ITIH2 KCTD12 LBP LCN2 LSP1 MEST MGP MMP13 NPR3 NQO1 NSG1 P3H4 PCBD2 PENK PERP PHLDA3 PLSCR1 PLTP PON3 PPP1R7 PSMB8 PTX3 RAMP2 SARDH SCX SDC1 SERPINE2 SLC66A3 STAT1 TAP1 TMEM43 TRIM11 TUBB2A TULP4 UGT1A10 USP18 VNN1 YIF1A ZNF32 ZNF703 CAVARD_LIVER_CANCER_MALIGNANT_VS_BENIGN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAVARD_LIVER_CANCER_MALIGNANT_VS_BENIGN A1CF ACTB AKR1C1 CD14 CD74 CES1 CHI3L1 DPP4 DPYD DUSP22 FABP1 FGA FGB FST FTH1 GGH GLUL HLA-C HLA-DRB3 MALAT1 MRFAP1 MYL6 PRDX1 PTGR1 REG1A REG3A RPL13A SLC25A5 SPINK1 SPP1 UBD UGT1A8 CEBALLOS_TARGETS_OF_TP53_AND_MYC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CEBALLOS_TARGETS_OF_TP53_AND_MYC_DN ATRX CHAF1B CKAP2L COMT CSK CYFIP2 DDB2 DGKZ F2R GLT8D1 GPM6B HBEGF ISCU KIF14 KIF21B KRT8 MDM2 MLF2 NPRL3 PIM1 PLAUR POM121 REN RNPEP SEPTIN4 SLC2A5 SLC4A1 SNCA TCN2 TPM1 TRIM31 VARS1 VCAM1 CEBALLOS_TARGETS_OF_TP53_AND_MYC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CEBALLOS_TARGETS_OF_TP53_AND_MYC_UP ACSL1 ACSL3 CD55 CTH DRG1 HSPA2 HSPH1 INSIG1 ISLR JUNB MTHFD2 MYC NEK3 PDIA3 PFKFB1 SRSF7 STAT5B UAP1 ZNF532 CERIBELLI_GENES_INACTIVE_AND_BOUND_BY_NFY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CERIBELLI_GENES_INACTIVE_AND_BOUND_BY_NFY AATBC ADORA2A APOL3 C20orf85 CBR3 CDH26 CRYBB2 CXADR DRICH1 DUXAP10 EDN3 FAM230J GAB4 GAS2L1 GRIK1-AS1 IGLL1 KCTD17 LCA5L LINC00158 LINC00315 LRRC3 MRAP MTG2 MX1 NEFH NRIP1 P2RX6 PCBP3-AS1 PLA2G3 POTED PRMT2 RAE1 RBM38 RFPL3 RIMBP3 S100B SYNJ1 TTC28-AS1 UBASH3A UBE2G2 ZNF295-AS1 CERIBELLI_PROMOTERS_INACTIVE_AND_BOUND_BY_NFY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CERIBELLI_PROMOTERS_INACTIVE_AND_BOUND_BY_NFY ANKRD20A11P AP1B1 APOBEC3A APOBEC3B BCRP2 CHRNA4 CLDN14 CLDN8 CLIC6 COL20A1 CTCFL CYP24A1 DIDO1 DNAJC5 DOK5 FTCD HUNK IGLC1 IL2RB KRTAP10-3 KRTAP12-4 KRTAP13-1 KRTAP13-2 LINC01711 LKAAEAR1 MAP3K7CL MCM3AP MX1 OR11H1 PCP4 PI4KA PI4KAP2 POTED SERPIND1 SEZ6L SOX10 TARDBP TFF2 TMEM121B ZNF280A CERVERA_SDHB_TARGETS_1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CERVERA_SDHB_TARGETS_1_DN A1BG ADH6 AFP ALDOC ANGPTL3 CADPS CCR6 CHODL CPS1 EYA4 F2 FJX1 FTCD HMGCS2 HSPA1A ITPR2 LYZ MEP1A MMP16 NINJ2-AS1 NPTX2 PDE3A PEG10 PEG3 PLA2G7 PPFIBP2 PWWP3B SCGN SH3RF3 SLC39A5 SOX2 SULT2A1 TMC8 TTYH1 ZBTB16 ZNF703 CERVERA_SDHB_TARGETS_1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CERVERA_SDHB_TARGETS_1_UP ABLIM2 ACKR3 ANXA13 APLP1 AQP1 ARHGAP23 ASCL1 ATP6V1C2 BAAT BMERB1 C2CD4A CACNB3 CAND2 CCDC74A CDC20B CER1 CLIC6 COL1A1 DNAAF3 DUSP4 DYRK4 EDN1 EMP2 EPS8L1 FAM149A FAM81B FEZ1 FHL2 FSTL1 GALNT16 GALR2 GOLM1 GPR68 GPX8 HPSE HRG HTRA1 IFIT2 IGFBP2 IL18 INHBA ITGB6 ITIH5 JAM2 KBTBD11 KIF3C KRT17 KRT80 LAMC2 LEFTY2 LHX2 LIPH LMLN LONRF2 LOXL2 LYPD1 LYPD6B MAGEA3 MAP1B MCUB MEGF6 MFAP4 MGARP MINDY4 MYOF NBDY NEURL1B NEURL3 NOD2 OLFML2A PACSIN1 PCDH9 PCSK5 PGM2L1 PIK3CD PLBD1 PLEKHG4 PLEKHG4B PLXDC2 PMAIP1 PRSS23 PTGER3 PTHLH RAB20 RBP7 REEP1 RFTN1 RIMKLA RIPOR3 S100A6 SCD5 SCN4B SCTR SGCB SH3BGRL SHOX2 SLC1A1 SLC25A24 SLCO5A1 SLCO5A1-AS1 SMPDL3B SOCS2 SPOCK3 ST6GALNAC2 SUCNR1 SUSD4 SUSD5 TANC2 TMEM156 TMEM40 TMEM54 TNFRSF19 TNNI2 TNNT1 TUBA1A UBASH3B UGT2B15 VDR WLS WNT2B CERVERA_SDHB_TARGETS_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CERVERA_SDHB_TARGETS_2 A2M AFP AGTR1 APOA1 APOM AREG ATP2B2 C2 CADPS2 CCN1 CCNE2 CDH6 CFB CGA CLTB COL7A1 CREB5 CRYBG1 CSGALNACT1 CTBP2 CTSH CXCL5 CXCL8 CYB561 DDC DLK1 DUSP1 ELOVL6 ESRP1 F5 FAT3 FAXC FBN2 FILIP1L FLRT2 FMO1 FMO5 FSTL3 FXYD2 GALNT3 GAS2 GFOD1 GJA1 GPC4 GPRC5B GSDME GULP1 HDAC9 HKDC1 HOMER2 HS3ST3B1 IGDCC3 IGFBP7 IL1RAP ISX ITPR2 KIRREL1 LEPR LINC02532 LRATD2 LTBP2 LYPD6 MAP3K20 MATN2 MCAM MELTF METTL7A METTL7B MICAL2 MICB MLF1 MOXD1 MST1 NMI NOTCH3 NT5E NTS NUAK1 OVOL2 P3H2 PAG1 PAH PCOLCE2 PEG3 PFKFB3 PKHD1 PRRX1 PRSS23 RAP1GAP2 SCG5 SDHB SERPINE2 SERPINI1 SH3BGRL SH3BP5 SIPA1L2 SLC12A2 SLC26A2 SOSTDC1 STEAP1 STK17A SULT1C2 SUSD4 SYT12 TF TFAP2A TGFB2 THBS4 TMC4 TNFRSF19 TNFSF4 TTR UBASH3B VGLL3 WLS CHANDRAN_METASTASIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHANDRAN_METASTASIS_DN ACYP2 ADIRF AHI1 AHNAK2 ALDH7A1 ALKBH3 ALOX15B AMD1 AMDHD2 ANKH ANO7 ANTXR2 ANXA11 APCDD1 ARHGAP27 ARHGEF10 ARL5A ARMCX1 ASAP3 ASB2 ATF3 AXIN2 AZGP1 B2M B3GALNT1 B3GALNT2 BBOF1 BCAS1 BMP4 BMP7 BMPR1A BOC BTG2 C11orf52 C11orf80 CAB39L CACHD1 CACNA2D1 CAPS CAV2 CCN2 CCN3 CD38 CDH10 CFL2 CHRM3 CIRBP CLCN7 CNOT6L CNST CNTN3 COL13A1 COL8A2 CRISPLD2 CTSO CUEDC1 CWH43 CYBRD1 DACT3 DBNDD2 DDR2 DEF6 DNAJC10 DNALI1 DPH3 DPP4 DUSP1 DUSP2 DYNC1I2 ECHDC1 ECRG4 EFEMP2 EFS EGR2 EGR3 EIF3A EIF3J EPHA3 EPHB6 ERBB2 EVA1C EYA4 FAM107A FAM135A FAM3B FBXO2 FBXO22 FGF13 FGFR2 FGL2 FHOD3 FMOD FOS FOSB FUCA1 GABBR1 GHDC GLI3 GLIS2 GOLM1 GPX7 GSTA4 GSTM5 GSTO2 GSTT2 GTDC1 HECW2-AS1 HEXA HPS1 HSD17B14 HSPB8 IDNK IER2 IGFBP2 ILDR1 INTS11 IQGAP2 IRAG1 ISL1 ITGA4 ITGB8 ITIH5 JAM3 KAT5 KCNN4 KIAA1191 KLF3 KLF4 KLF6 KLK10 KLK11 KLK3 KRT15 KRT5 LFNG LHPP LIMS2 LINC00339 LINC00662 LPAR1 LRMDA LSAMP MAGED2 MAN2B2 MAP3K20 MCC MCTP2 ME3 MED11 MEGF6 MICA MIR100HG MISP MLLT10 MN1 MOXD1 MRGPRF MRPL45 MTPAP MVB12B MVK MX1 MXRA5 MYG1 MYLK NAGLU NBL1 NDFIP2 NDNF NECAB3 NEFH NEXN NFIA NINJ2 NR2C2AP NR4A1 NSMCE4A NT5DC1 OGN P2RY1 PAK1 PAMR1 PARM1 PCDH18 PCDH7 PCOLCE2 PDE4B PDE5A PDGFC PDPR PDZRN4 PER3 PGM5 PI15 PIFO PIGT PKP1 PMEPA1 PNRC2 PODN POMT1 PPM1L PPP1R12B PPP1R14A PPP3CB PRICKLE2 PRPF40A PRRX1 PSD2 PSD3 PSPC1 PTGS2 PTN PTPRN2 PWWP2B PYCARD RAB23 RAB27B RAB34 RAB40B RAB4A RAMP2 RARRES1 RASL12 RASSF4 RBFOX3 RBM24 RGCC RILPL2 RLN1 RNF10 RNF150 RNF180 RNF43 ROBO2 ROGDI RORB RPS27L RRAD RRAS RWDD2B SCD5 SCN7A SELENOM SEMA3C SERPINB5 SERTM2 SFRP1 SFT2D3 SLC15A2 SLC20A2 SLC22A17 SLC30A4 SLMAP SMAD3 SMAGP SMIM1 SMOC2 SMPDL3B SMTN SORBS1 SORBS2 SOX2 SPATC1L SPOCK3 SRRD SSPN STARD13 STAT2 SWT1 SYNGR4 SYNPO2 SYS1 SYTL1 TBC1D9B TEN1 THBS4 THSD4 TIGD2 TM9SF1 TMEM106B TMEM129 TMEM150C TMEM199 TMEM98 TMSB15A TNIP1 TNS1 TRAPPC1 TRIM29 TRMT6 TSHZ3 TSPAN15 TSPAN2 TUBB6 TWIST2 TXNDC11 UPK3A VMP1 VPS36 VSIG2 WFDC1 WFDC2 WNT5B XAB2 ZBTB4 ZCCHC3 ZFP36 ZMYND11 ZNF483 ZNF532 ZNF641 ZNF747 CHANDRAN_METASTASIS_TOP50_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHANDRAN_METASTASIS_TOP50_DN ABI2 AGGF1 AHI1 ANXA11 APCDD1 ARL5A B3GALNT1 BOC C12orf57 CHMP4B CIRBP CRYBG1 CRYL1 EFHD2 ETHE1 FOS G3BP1 IER2 INTS11 KCTD3 MAGED2 MALAT1 MRC2 MSRB2 NOP53 NR4A1 NT5DC1 PBXIP1 PHB2 POMT1 RAB34 ROGDI RPS27L SELENOM SFRP1 SORBS2 STAT6 SYTL1 TM9SF3 TOMM20 TRAPPC1 WAS WNT5B ZDHHC4 CHANDRAN_METASTASIS_TOP50_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHANDRAN_METASTASIS_TOP50_UP AK4 AR BASP1 CBX4 CELF1 DDX17 DENND11 EIF1AX ENTR1 G3BP1 GIT1 GNL3L GRB2 GRINA H2AZ2 HSP90AA1 HSPD1 IBTK IRF2BP2 JPT1 KMT2E KMT5B LARP1 METTL2B MSI2 NOL8 NUCKS1 NUFIP2 PABPC1 PCBP2 RALA SOD1 TUBA1B UGT2B15 YY1 ZNF587 ZNF605 CHANDRAN_METASTASIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHANDRAN_METASTASIS_UP ABHD5 ACSM3 ADAM10 ADAM17 ADD1 AGO2 AGO4 AIG1 AK4 AP2B1 AR ARHGAP1 ATG4D ATXN2 BASP1 BCL2 BOD1L1 BPTF BTNL9 CAMSAP1 CBX4 CBX5 CDK18 CDK2 CDKN2D CELF1 CEP63 CHORDC1 CLDN5 CNTLN COX19 CPEB4 CRB2 CSNK1G2 DAZAP1 DCAF7 DDIT4 DDX17 DENND11 DNAJC3 DONSON DUSP8 DXO DYNC1H1 E2F3 EIF1AX EIF5 EML4 ENTR1 EP400 EPB41 ESR2 FAM30A FAM83F FBXO45 FGFR1OP2 FN1 FNBP4 FOLH1 FOXM1 FSCN1 FUS G3BP1 GABPB1-AS1 GNL3L GOLT1A GPATCH2L GPR158 GRAMD4 GRB2 GSCAR GSK3B GUSBP14 GUSBP2 H3C10 HBA1 HBB HBD HBE1 HCG18 HES6 HMBOX1 HOXC6 HS6ST1 HSPA1A HSPA6 HSPE1 IBTK INTS8 ITPR1 JPT1 KANSL1 KCNJ15 KCNQ1OT1 KLHL28 KMT2C KMT2E KMT5B LARP1 LINC00205 LINC01560 LINC01823 LONRF2 LRCH3 LRRC58 LSMEM1 LSP1P5 LYN MAGOHB MALAT1 MAP4K4 MORF4L2 MPO MSI2 MTDHP3 MTF2 NBPF14 NCAPH2 NEAT1 NECAP2 NFATC1 NFATC2IP NGF NKTR NOL8 NORAD NPIPB3 NSD1 NTM NUB1 NUPR1 ORC6 OSBP2 P4HA1 PAAF1 PABPC1 PAICS PCBP2 PCDHGB9P PDK1 PDLIM5 PDP1 PGP PLXNA1 POLR2A PPP2R5C PRAP1 PRB4 PRKAB2 PRLR PRRC1 PVT1 RAB12 RAB6B RALA RBBP5 RBBP6 RBM39 RIPK2 RNF149 RNF216P1 RPL37 S100A8 SECISBP2 SEL1L SFPQ SHPRH SLC16A1 SLC7A5 SMG1 SPG11 SPIN1 SPP1 SULT1A2 TAF1D TALAM1 TAOK1 TARS1 TBC1D24 TERF1 TGFBRAP1 THBS2 TIPRL TM2D1 TMCC1 TMSB10 TPX2 TRIM3 TRIO TYRO3 UBE2D3 UBE2O UBE2Z UBFD1 UGT2B15 VCAN VEGFA WDFY1 WNK1 ZBTB7A ZFP36L1 ZFYVE16 ZMYND8 ZNF148 ZNF281 ZNF395 ZNF587 ZNF605 ZNF621 CHANGOLKAR_H2AFY_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHANGOLKAR_H2AFY_TARGETS_DN ABCG5 AR ATP6V0A2 C7orf25 C8G CD109 CHERP CMKLR1 CRYL1 EIF4A3 ELL2 GHR GPR61 GSTM1 GTPBP4 LINC00261 LUC7L2 MACROH2A1 MASP1 MFN1 MPHOSPH8 MSL1 MYLK NEK4 P2RY1 PAXX PEX19 PROX1 PTGDS RELN SECISBP2 SORBS2 SUCNR1 TBCEL TMEM39A TMEM98 TSR1 UGT2B28 USF2 UTP4 VCPIP1 YBX3 CHANGOLKAR_H2AFY_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHANGOLKAR_H2AFY_TARGETS_UP ABHD1 APH1A ATP11A AVL9 CA1 CBLC CCM2L CCT8 CMTM4 DLG3 ENPP3 FNIP1 GLO1 GNAQ GRAMD2B GRPEL2 HYCC1 IBTK ILVBL ITPK1 IVD KRT23 LPL MCL1 MYSM1 NIBAN2 PTGFRN RHOU RICTOR RORA SCD SDR39U1 SERPINA6 SERPINA7 SLC25A39 SLC35G1 SLC44A1 SLC6A8 SMAP2 SMURF2 SPSB4 TBC1D7 TENT2 TMCC3 TMEM176A TMEM70 TRAF4 WDR11 ZC3H12C CHANG_IMMORTALIZED_BY_HPV31_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHANG_IMMORTALIZED_BY_HPV31_DN ACVR2B AR BPGM CBFA2T2 CD24 CDKN1A CTSV DEGS1 DMKN DSC2 DSG1 DSP ENTPD3 FOS GBP1 GPA33 HBB HMGCS1 IFI27 IFI35 IFI44 IFIT1 IFITM1 IL1R2 IL1RN KLK6 KLK7 LAMA3 LCN2 LRP1 LYST MVD MX1 MX2 MXD1 NMT2 OAS2 PEA15 PHF7 PLA2G1B PRIM1 PRSS1 PSG1 PTGS2 PTPRU SAMD9 SERPINB2 SLPI SMCP SNRPA1 SPRR1A SPRR2E STAT1 SULT2B1 TAGLN TEX29 THRB TRIB1 TRIM22 UBE3B CHANG_IMMORTALIZED_BY_HPV31_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHANG_IMMORTALIZED_BY_HPV31_UP ABL2 ACER3 ACVR2A ALDH8A1 APC ARHGAP36 ARID4A ASAP1 BHLHE41 BMPR2 BTBD8 C11orf96 CD86 CLDN12 CP CRH CRIM1-DT CTSH CYP4X1 DLEU2 EDIL3 EEF1AKMT2 FAM104B FAM161A FANCG FMOD FZD7 G0S2 GABPA GPR108 HEY1 HMG20A IRF4 LGALS1 LTBP1 MANEA MAP9 MS4A4A MS4A6A NAALADL1 NDUFA10 PAN3 PART1 PAX8 PRKAA2 PSME4 RBM4 REV1 RNF32-DT S100A12 SGIP1 SHCBP1 SIRT3 SLC18A1 SLC2A2 SLC9A9 SNAI1 SOAT1 SOX17 SSH3 SUCLA2 SUFU TAOK1 TCFL5 TEX261 TMEM119 TNNI3K TTC38 UCHL1 USP31 WDR81 XAGE1A ZC3H10 CHANG_POU5F1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHANG_POU5F1_TARGETS_DN CST3 GRSF1 PLPP5 POM121 SOCS3 TFEC TFPI2 TXNL1 CHANG_POU5F1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHANG_POU5F1_TARGETS_UP ABI1 AOC3 ATAD2 CCN1 COL3A1 COL5A1 CXCL17 FN1 KAT2B MMP13 OPHN1 SLIT3 SMARCA4 TGFB3 VASP CHARAFE_BREAST_CANCER_BASAL_VS_MESENCHYMAL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHARAFE_BREAST_CANCER_BASAL_VS_MESENCHYMAL_DN ADAMTS12 AK5 ALPK2 APLP1 ARHGAP17 ARHGEF40 ARNT2 BCAT1 BDNF CCDC74A CD99 CIBAR1 CMTM3 CNKSR3 COL6A2 DPY19L1 EDIL3 FAM171A1 FLNC FZD2 GFPT2 GNG11 GRB10 GRK5 GULP1 IL11 KIF3C KLF2 LOXL2 MAP1B MB21D2 MMP16 NUAK1 PDCL3 PFKP PNMA2 RBM24 RGS7 RNF182 SCG2 SEMA3A SH2B3 SHOX2 STRADB TNIP1 TRAF3 TRIO TTC28 TUBB2A UTRN ZCCHC24 ZEB1 CHARAFE_BREAST_CANCER_BASAL_VS_MESENCHYMAL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHARAFE_BREAST_CANCER_BASAL_VS_MESENCHYMAL_UP ACSL1 ADGRF1 AKR1B10 APRT ATP1A1 BLNK BSPRY C1orf116 C6orf132 CBLC CCNL1 CD24 CD24P2 CD24P4 CDH1 CDH3 CDS1 CKMT1B CLCA2 COX5B CRYBG1 DMAC1 DMKN DRAM2 DSG3 DUSP16 EHF ELF1 ELF3 ELMO3 EMC10 ENSG00000170846 ENTPD2 EPB41L4A EPHA1 EPN3 ESRP1 ESRP2 F11R FAM83B FGFBP1 FOSB FXYD3 GAREM1 GJB3 GRAMD2A GRHL2 GSN HOOK2 IRF6 ITGB6 ITPA KCNK1 KIAA0040 KIAA1522 KLK5 KLK6 KRT15 KRT16 KRT5 LAD1 LCN2 LIMK2 LITAF MACC1 MAF MAL2 MARVELD2 MBNL3 MIR205 MPP7 MPZL3 MUC1 MYO5B OSER1 OVOL1 OVOL2 PDZK1IP1 PKP3 PPL PPP1R14C PROM2 PRR15L PRRG4 PRSS8 PTPN6 RAB25 RBL2 RHOD RNF144B RNF39 RNF43 RTKN S100A14 S100A8 S100P SCNN1A SERPINA3 SETD6 SH2D3A SH3YL1 SKIC8 SLC11A2 SLC49A4 SLPI SPINT1 SPINT1-AS1 SPINT2 SSH3 ST14 STEAP4 SUSD6 SYTL1 TACSTD2 TC2N TLCD1 TMEM134 TMEM183A TMEM191A TMEM30B TMEM87A TRIM29 TSC22D3 TSTD1 ZFP36 ZNF165 CHARAFE_BREAST_CANCER_LUMINAL_VS_BASAL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHARAFE_BREAST_CANCER_LUMINAL_VS_BASAL_DN ABCD3 ACTN1 ADA ADD3 ADGRE5 ADM ADORA2B ADRB2 AGPS AKR1B1 AKR1B10 AKR1C1 AKR1C3 AKT3 ALDH1A3 ALDH3A2 AMD1 ANKH ANKRD33B ANTXR1 ANXA1 ANXA2 ANXA2P2 ANXA3 ANXA4 ANXA8 APOL6 ARAP3 ARHGAP23 ARHGAP5 ARHGEF28 ARPC2 ASXL1 ATP10D ATP1A1 ATP1B3 AXL B2M B3GNT5 BICC1 BICD2 BIN1 BIRC3 BMAL2 BMP1 BNC1 BTG3 BTN3A2 BTN3A3 C1R C1S C3 CALD1 CAMTA1 CARD6 CASP1 CASP4 CAV1 CAV2 CAVIN1 CAVIN3 CBR1 CCDC28A CCDC80 CCDC82 CCDC88A CCDC9B CCNA1 CCNYL1 CD109 CD14 CD44 CD58 CD59 CDC42EP3 CDCP1 CDH3 CDK6 CEBPD CFB CFI CFL2 CFLAR CHMP1B CHST3 CIBAR1 CLIC4 CLIP4 CLMP CMPK1 COL4A1 COL4A2 COL8A1 COPS8 CORO1C COTL1 CRIPT CRK CRYAB CRYBG1 CSNK2A2 CTSC CXCL1 CXCL2 CXCL3 CYB5R3 CYBRD1 CYLD DCBLD1 DCBLD2 DCTD DEPP1 DGKA DIPK1A DMD DNAJB4 DOCK5 DPYD DSC3 DSE DSG2 DSG3 DST DUOX1 EGFR EHBP1 ELK3 ELL2 EMP1 EMP3 EPHA2 ERAP2 EREG ESYT2 ETF1 ETS1 ETS2 EVA1A EVA1C EXT1 F2RL1 F3 FAM171A1 FAM83A FAM83D FAP FAS FBLIM1 FDFT1 FERMT1 FGF2 FGFBP1 FHL1 FKBP1A FMNL2 FNDC3B FOSL1 FOXQ1 FRMD6 FSCN1 FST FSTL1 FXYD5 FZD6 GABRE GALNT2 GART GAS1 GBP1 GBP3 GFOD1 GJB3 GJC1 GLIPR1 GM2A GNA15 GNAI1 GNAL GNG12 GPM6B GPSM2 GPX8 GSTP1 GTF2B HIF1A HLA-E HMGA2 HOTAIRM1 HOXA1 HOXA3 HOXA5 HP1BP3 HRCT1 HRH1 HSD17B11 HTRA1 ICAM1 IFI16 IFI27 IFI44 IFIT3 IFITM3P7 IFNGR1 IGF2BP2 IGF2BP3 IGFBP6 IGFBP7 IL15 IL18 IL1A IL1RAP IL20RB IL7R INHBA INPP1 IRS2 IRX1 ITGA1 ITGA6 ITGB1 ITGB8 ITM2C ITPRID2 JAG1 KIF1B KIRREL1 KLF5 KLHL29 KLK10 KLK5 KPNA1 KRT14 KRT15 KRT16 KRT17 KRT5 KRT6A KRT6B LAMA3 LAMB3 LAMC1 LAMC2 LARP6 LBH LINC00511 LINC01133 LIPG LOX LOXL2 LUZP1 LY6K LYN MAML2 MAP4K4 MAP7D3 MBNL1 MBNL2 MBP MDFIC MDH1 MET MFGE8 MICALL1 MIR100HG MIR22HG MIR31HG MMADHC MME MMP14 MPZL1 MSN MT1F MT1G MT1H MT1X MT2A MTMR2 MYL12A MYO1B MYO1E NAB1 NABP1 NAMPT NAP1L1 NAV2 NCK1 NDEL1 NDFIP2 NFAT5 NFE2L2 NKX1-2 NMI NNMT NOB1 NR3C1 NRP1 NSFL1C NT5E NUDT15 NUP50 NXN OGFRL1 ORMDL1 OSBPL3 OSBPL9 OSMR OXR1 P3H2 PALM2AKAP2 PARP4 PDGFC PDP1 PDZK1IP1 PERP PGM2 PHLDB2 PI3 PIK3CD PKN2 PKP2 PLA2G4A PLAT PLAU PLS3 PLSCR1 PM20D2 PNLIPRP3 PPP1R14C PPP4R1 PRKD3 PRNP PRSS12 PSAT1 PSMB8 PSMB9 PTGS2 PTK7 PTPN2 PTPRM PXDC1 RAC2 RALB RALBP1 RBFOX2 RBM7 RBMS1 RBMS3 RETSAT REXO2 RFLNB RGCC RGL1 RGS2 RGS20 RHOA RIOK3 RIPK4 RND3 RNF145 RRAS2 RUNX3 S100A2 SAA1 SAMD9 SCHIP1 SCPEP1 SEL1L3 SELENOF SEPTIN10 SERPINB2 SERPINB5 SERPINE2 SFN SFRP1 SGK1 SH3D19 SH3GLB1 SH3KBP1 SIRPA SIRPAP1 SKAP2 SLC16A1 SLC16A7 SLC1A3 SLC25A37 SLC49A4 SLC6A15 SLC9A6 SLPI SMAD3 SMCHD1 SNAI2 SNX7 SOAT1 SOX7 SP100 SPATS2L SPRY2 SPTBN1 SPX SRI SRPX SRPX2 ST3GAL6 STAMBPL1 STAT3 STAT4 STING1 STK17A SVIL TAP2 TAX1BP3 TBC1D1 TBPL1 TCEAL9 TGFA TGFBI TGFBR2 TKT TLE4 TLR2 TM2D1 TMED5 TMEM154 TMEM245 TMEM30A TMEM35B TNFAIP3 TNFAIP8 TNFRSF10D TOX2 TP63 TRIM22 TRIM29 TRIP10 TRMT6 TUBA4A TUBB6 TWIST2 TWSG1 UBASH3B UBE2E3 UPP1 VAMP3 VSNL1 WDR1 WLS WWTR1 YAP1 YBX1 YBX3 YES1 ZBTB16 ZBTB38 ZC3H12C ZDHHC2 CHARAFE_BREAST_CANCER_LUMINAL_VS_BASAL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHARAFE_BREAST_CANCER_LUMINAL_VS_BASAL_UP ABCA3 ABCG1 ABHD11 ABHD12 ACVR1B ADCY6 ADGRB2 AFF3 AGR2 AMZ1 ANKRD13D ANKRD30A ANXA6 ANXA9 AR ARF3 ARFGEF3 ARFIP2 ARHGEF26 ARID2 ARID3A ARRB1 ASB8 ASH1L ASTN2 ATP2C2 ATP6AP1 ATP6V0E2 ATP8B1 ATXN7L3B AVL9 BAZ2A BCAS1 BCOR BLNK BPTF C10orf82 C14orf132 C17orf58 C4orf19 C9orf152 CA12 CACFD1 CACNA1D CACNA2D2 CACNB3 CACNG4 CACYBP CADM1 CAMSAP3 CANT1 CAPN9 CCDC117 CCND1 CCT6P3 CDC42SE1 CDYL2 CEP350 CERS2 CERS6 CFD CHDH CHN2 CHTOP CIRBP CISH CLSTN2 CRACD CREB3L1 CREB3L4 CRNKL1 CSNK1D CSRNP2 CTNND2 CTXN1 CXXC5 CYB561 CYBC1 DAAM1 DACH1 DDAH2 DDX42 DEGS2 DENND1A DENND4B DEPTOR DHRS13 DIP2C DLG3 DNAJA4 DNAJC1 DNALI1 DOP1B DSCAM-AS1 DUSP8 EFR3B EIF3B ELAPOR1 ELL3 ELOVL2 EMP2 ENPP1 ENSG00000280119 ENTR1 EPN3 EPS8L1 ERBB3 ERGIC1 ESR1 ETNK2 EVL F7 FAM110B FAM234B FBRSL1 FGFR4 FKBP4 FOXA1 FRMD4A FRS2 FTX FUS FZD4 GALNT6 GAMT GARNL3 GARS1 GART GATA3 GATA3-AS1 GGA1 GGA3 GOLT1A GP1BB GPD1L GPR160 GPRC5C GRAMD4 GSE1 GSPT1 GTF3C1 HECTD4 HEXD HID1 HIP1R HK2 HMG20B HMGCS2 HNRNPA2B1 HPN HPX ICA1 INHBB INPP5J INTS15 IQCE IQSEC1 IRGQ ISG20 IVD KAT6B KATNIP KCTD15 KDELR2 KDM4B KDM7A KIAA0040 KIAA0232 KIF12 KIFC2 KLF2 KLHDC9 KLHL22 KMT2D KRT19 LARGE1 LARP4B LCOR LFNG LIN7A LINC01128 LLGL2 LMCD1 LMNTD2-AS1 LNX1 LONRF2 LRP3 LRRN1 LUC7L3 LZTR1 MACO1 MAGED2 MAPK9 MAPT MARS1 MB21D2 MCCC2 MDM4 MEGF9 MGAT4A MGRN1 MIF4GD MLPH MTERF2 MXRA8 MYB MYCN MYEF2 MYO5B MYO6 NACA NDUFS8 NECTIN2 NEK5 NHERF1 NKAIN1 NLK NME3 NPDC1 NUCB2 NUDT4 ONECUT2 P4HTM PATZ1 PBX1 PCBP2 PCK2 PCP4 PDCL3 PGGT1B PGR PI4KA PKP4 PLA2G12A PLCXD1 PLEKHH1 PLXNA3 POGZ POLE POMT1 PPFIA1 PPP1R16A PPP2R2C PREX1 PRKAG1 PRLR PRR14 PRR36 PRRC2C PRRT2 PRRT3 PYCR1 RAB11FIP3 RAB17 RAB3D RAB40C RABEP2 RALGAPA1 RALGPS1 RBAK RDH13 REEP5 RGL2 RHBDF1 RHOB RHPN1 RIIAD1 RIPOR3 RND1 RNF103 RNU6-1016P RSAD1 RSPH1 RUBCN RUSC1 SBK1 SCUBE2 SCYL3 SEC16A SECISBP2 SERF2 SFI1 SFMBT2 SH3GLB2 SHANK2 SHTN1 SIDT1 SIDT2 SLC16A6 SLC1A4 SLC24A3 SLC25A29 SLC25A44 SLC26A11 SLC27A3 SLC2A10 SLC35A1 SLC37A1 SLC38A1 SLC38A10 SLC44A4 SLC4A8 SLC7A8 SMARCC2 SMIM14 SNED1 SNX27 SOGA1 SOX12 SOX13 SPATA2L SPDEF SPTLC2 SRRM2 STARD10 STRADA STRBP SYCP2 SYNE4 SYNGR2 TADA2B TAPT1 TBC1D16 TBC1D30 TBL1X TBX3 TC2N TCAF1 TENT5C TESK1 TESMIN TFF1 TFF3 TGFB3 TGIF2 THSD4 THUMPD1 TJP3 TLE3 TMBIM6 TMEM150C TMEM184A TMEM229B TMEM268 TMEM276 TMEM80 TNIP1 TNRC18 TOB1 TOMM70 TRAPPC9 TRIL TRIM3 TRPS1 TSPAN13 TSPAN15 TTC3 TTC39A TTC6 TTC9 UAP1L1 UBN1 ULK1 USP3 USP42 USP7 VIPR1 VPS37C VPS72 WFS1 ZBTB42 ZFYVE16 ZMIZ1 ZNF12 ZNF24 ZNF296 ZNF398 ZNF444 ZNF467 ZNF703 ZNF704 ZNF74 ZNF84 ZSWIM8 CHARAFE_BREAST_CANCER_LUMINAL_VS_MESENCHYMAL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHARAFE_BREAST_CANCER_LUMINAL_VS_MESENCHYMAL_DN AAK1 ABCC4 ACTA2 ACTG1 ACTN1 ACTR2 ADAMTS12 ADAMTS5 ADD3 ADGRE5 ADORA2B AGPS AHNAK2 AIDA AK5 AKAP12 AKR1B1 AKR1C3 AKT3 ALKBH5 ALPK2 ANKH ANKRD28 ANKRD33B ANLN ANTXR1 ANTXR2 ANXA1 ANXA2 ANXA2P2 ANXA5 AP1S2 APCDD1L ARAP3 ARHGAP21 ARHGAP23 ARHGEF40 ARSJ ASAP1 ASB1 ASXL1 ATM ATP10D AXL B3GNT5 BACH1 BAG2 BASP1 BCAT1 BCHE BDNF BICC1 BICD2 BIN1 BIRC5 BMAL2 BNC2 BUB1 C17orf49 C1S CALD1 CASP1 CAV1 CAV2 CAVIN1 CAVIN2 CAVIN3 CCBE1 CCDC50 CCDC82 CCDC88A CD44 CD99 CDC20 CDC27 CDH11 CDK6 CDKN2C CENPV CEP170 CFL2 CHST2 CHST3 CHSY1 CIBAR1 CKAP2L CLIP2 CLMP CMTM3 CMTM7 CNRIP1 COL13A1 COL4A1 COL4A2 COL5A1 COL6A1 COL6A2 COL6A3 CORO1C CORO2B CPNE2 CRIM1 CRTAP CSRP2 CTNNAL1 CTSC CUL4B CXCL2 CYP26B1 DAB2 DCBLD2 DENND5A DEPDC1 DHX33 DIPK1A DKK3 DMD DNAJB4 DNM1 DOCK10 DPY19L1 DPYD DSE DZIP1 ECHDC1 EDIL3 EFEMP2 EGFR EHBP1 EIF4A1 EIF5A2 ELAVL1 ELK3 ELP5 EMILIN2 EMP3 ENG EPB41L2 EPHA2 ERFE ETS1 ETV5 EVA1A EXT1 EXTL2 EYA4 F2RL2 FAM171A1 FAM200B FAM20C FAS FAT4 FBLIM1 FBN1 FER FEZ2 FHL1 FHOD3 FLI1 FLNC FLRT2 FMNL2 FOSL1 FOSL2 FOXC1 FOXF2 FOXQ1 FSCN1 FST FSTL1 FXYD5 FZD2 FZD7 G0S2 GADD45A GALNT2 GFPT2 GID4 GJA1 GLIPR1 GLIPR2 GLIS3 GLS GNAI1 GNG11 GNG12 GNG2 GPR161 GPR176 GPRC5B GPX8 GRK5 GSDME GSTP1 GULP1 GXYLT2 HACD1 HAS2 HEG1 HJURP HMGA2 HOTAIRM1 HRCT1 HRH1 HSD17B11 HTRA1 HYCC1 IFI16 IFNGR2 IGF2BP2 IGF2BP3 IGFBP6 IGFBP7 IGFBPL1 IKBIP IL11 IL15 IL6 IL7R ILF3 INCENP INHBA INPP1 IPO5 IRAK2 ITGA1 ITGAV ITM2C ITPRID2 ITPRIP ITSN1 JAG1 KANK2 KATNAL1 KCTD12 KIF18B KIF3C KIRREL1 KLHL29 KPNB1 LAMB1 LAMC1 LARP6 LAYN LBH LDHB LHFPL6 LIX1L LOXL1 LOXL2 LPAR1 LRRK1 LTBP2 LUZP1 LYN MALT1 MAML2 MAP1B MAP4K4 MAP7D1 MAPRE1 MARVELD1 MCAM MCFD2 MDFIC MET MFGE8 MID1 MIR100HG MMP2 MPP1 MPRIP MRC2 MSANTD3 MSN MSRB3 MTCL1 MTMR2 MXRA7 MYLK NAB1 NAP1L1 NAP1L5 NAV1 NAV3 NCAPG NDC80 NDEL1 NECTIN3 NEXN NID2 NMNAT2 NMT2 NNMT NOL7 NOL9 NONO NR2F1 NR2F1-AS1 NR3C1 NRP1 NT5E NUP155 NUP88 OSMR P3H1 P3H2 PABPC4 PAFAH1B1 PALM2AKAP2 PAPPA PARVA PDE3A PDE4A PDE7B PDGFA PDGFC PDP1 PFAS PFKP PHLDB2 PICALM PIK3CD PIM1 PLAT PLAU PLK1 PLP2 PMP22 PNMA2 POGLUT3 POPDC3 PPP1R18 PPP4R1 PRKCA PRKD3 PRNP PROS1 PRR16 PRSS12 PSMB2 PSMB6 PSMB9 PSMD1 PTGS2 PTPRG PTPRM PTTG1 PTX3 PXDN PYGL QKI RAB31 RAB34 RAB8B RAI14 RALBP1 RBMS3 RFLNB RFTN1 RGS2 RGS20 RGS4 RNF145 RNF182 RTN4 RUNX2 S100A2 SACS SDCBP SEMA3A SEPTIN6 SERPINB1 SERPINE1 SERPINE2 SFPQ SFRP1 SGCB SGK1 SGTB SH2B3 SH2D5 SH3GLB1 SH3KBP1 SHOX2 SKP2 SLC16A7 SLC25A37 SLC35B4 SLIT2 SMAD3 SMAD9 SNAI2 SNRPD1 SNX7 SOAT1 SOCS3 SPAG9 SPARC SPATS2L SPDL1 SPRY2 SPTBN1 SRGN SRPX ST3GAL6 STAMBPL1 STIL STK10 STK17A STRADB STX2 SV2A SYDE1 TAP2 TBC1D1 TCEAL9 TEAD1 TFPI TGFB1 TGFB1I1 TGFB2 TGFBI TGFBR2 TIMP1 TIMP2 TLCD3A TMEM158 TMEM245 TMEM35B TNFAIP3 TNFRSF10D TOX TOX2 TPM1 TRAF3 TRAM2 TRIO TRNP1 TTL TUBB TUBB6 TWIST2 TWSG1 TYMS UBASH3B UBE2G1 UBE2S UBLCP1 UPP1 VCL VIM VPS54 WASHC4 WIPF1 WLS WNT5B WRAP53 WWTR1 ZC3H12C ZCCHC24 ZDHHC2 ZEB1 ZIC2 ZYG11B CHARAFE_BREAST_CANCER_LUMINAL_VS_MESENCHYMAL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHARAFE_BREAST_CANCER_LUMINAL_VS_MESENCHYMAL_UP AAGAB ABAT ABCA12 ABCC11 ABCG1 ABHD11 ACVR1B ADCY6 ADGRG1 ADIRF AGR2 ALDH3B2 ALDH4A1 ALDH6A1 ANK3 ANKRD22 ANKRD30A ANO1 ANXA9 AP1M2 APH1A ARF3 ARFGAP2 ARFGEF3 ARFIP2 ARHGAP8 ARHGEF5 ARRDC1 ARRDC4 ASB8 ATOSA ATP2C2 ATP6AP1 AZGP1 BBIP1 BCAS1 BCR BEX5 BICDL1 BICDL2 BIK BLNK BLOC1S1 BLVRB BOLA1 BSPRY C11orf52 C11orf80 C1orf43 C4orf19 C6orf132 C9orf152 CA12 CACFD1 CACNA1D CACNB3 CACNG4 CADPS2 CAMK2N1 CAMSAP3 CAPN8 CASZ1 CBLC CCDC6 CCDC97 CD24 CD24P2 CD24P4 CDC42SE1 CDH1 CDH3 CDS1 CEACAM6 CEBPA CERS6 CGN CHASERR CHMP2A CHMP4C CHN2 CIRBP CKMT1B CLDN3 CLDN4 CLDN7 CLN3 CNNM4 COG7 COMMD3 COP1 CRABP2 CRACDL CREB3L4 CRIP1 CRIP2 CRNDE CRYBG2 CSAD CTNND2 CYB561 CYB5A CYP4B1 DAAM1 DBP DCAF11 DDI2 DDR1 DEGS2 DENND2D DHRS13 DHRS4-AS1 DLG3 DNAJA4 DNAJC1 DOK7 DSCAM-AS1 DUSP16 EEIG1 EFHD1 EFNA4 EHF ELAPOR1 ELF3 ELL3 ELMO3 EMP2 ENPP5 ENSA ENSG00000170846 ENSG00000280119 ENTPD2 EOLA1 EPB41L4A EPB41L5 EPCAM EPHA1 EPHB3 EPN3 EPPK1 EPS8L1 ERBB2 ERBB3 ERP29 ESR1 ESRP1 ESRP2 EXPH5 F11R FA2H FAAH FAM110A FAM174B FAM83H FANCF FBP1 FCSK FEM1B FGD3 FKBP4 FLAD1 FOXA1 FRAT2 FREM2 FUT1 FXYD3 GALNT6 GAREM1 GATA3 GGCT GGT6 GOLT1A GPD1L GPR157 GPR160 GPR89B GRAMD4 GRB7 GRHL1 GRHL2 GSPT1 GSTO2 H2AC18 H2AJ HID1 HILPDA HIP1R HOOK1 HOOK2 ICA1 IDH2 IFT20 IGFBP2 INHBB INPP5J IQCE IRF6 IRX5 ISG20L2 ITPK1 JMJD8 JTB JUP KATNIP KDM7A KIAA0040 KIAA0319L KIAA1522 KIFC2 KLHL28 KRT19 KRT23 LAD1 LIMK2 LLGL2 LMTK3 LNX1 LSR LYPD3 MACC1 MAL2 MAP7 MARVELD2 MARVELD3 MB MCCC2 MCF2L MCRIP2 MED28 MEGF9 METTL7A MGAT4A MGMT MINDY1 MIR29B2 MKNK2 MLPH MMEL1 MPP7 MPZL3 MREG MRFAP1L1 MRPL41 MSX2 MUC1 MUCL1 MYB MYH14 MYLIP MYO1D MYO5B MYO5C MYO6 NEBL NECTIN4 NHERF1 NME3 NOL3 NPDC1 NR2F6 OCLN OVOL1 OVOL2 P4HTM PADI2 PAGR1 PAQR4 PATJ PATZ1 PCDH1 PCK2 PDCD4 PDXDC1 PER2 PEX11B PGAP2 PGAP3 PIP4K2C PKP3 PLA2G12A PLCH1 PLEKHA6 PLEKHF2 PLXNA3 PLXNB1 PPCS PPDPF PPFIBP2 PPM1H PPP1R16A PPP1R3D PPP2R5A PREX1 PRKD2 PRLR PRODH PROM2 PRR15 PRR15L PRRG4 PRSS8 PTPN6 PWWP2B RAB11FIP4 RAB17 RAB25 RAB27B RAB3D RAB40C RAB5B RABEP2 RALGPS1 RASEF RBM47 REEP5 RERG RGL2 RHBDF1 RHOB RHOH RHPN1 RIPOR3 RMND5B RNF103 RNF144B ROGDI RPS6KA5 RSPH1 RTL10 RUSC1 S100A14 S100A8 S100P SCAMP2 SCYL3 SELENBP1 SELENOP SEMA3F SEMA4A SEPHS2 SERF2 SERINC2 SETD6 SFI1 SH2D3A SH3YL1 SHANK2 SIDT1 SIGIRR SLC16A14 SLC25A29 SLC29A2 SLC35A1 SLC37A1 SLC44A2 SLC52A3 SLC7A8 SMPDL3B SORL1 SOX13 SPATA2L SPDEF SPINT1 SPINT1-AS1 SPINT2 SPOPL SPTBN2 SPTLC2 SSBP2 SSH3 SSR4 ST14 ST6GALNAC2 STARD10 SUCO SULT2B1 SUN1 SUOX SUSD6 SYCP2 SYMPK SYNE4 SYNGR1 SYNGR2 SYT7 SYTL1 TADA2B TBC1D30 TC2N TENT5C TFF1 TFF3 TJP3 TLE3 TM7SF2 TMBIM4 TMBIM6 TMC4 TMED3 TMEM125 TMEM134 TMEM183A TMEM184A TMEM191A TMEM229B TMEM241 TMEM268 TMEM276 TMEM30B TMEM41A TMEM45B TMEM79 TMPRSS13 TMPRSS2 TNK2 TNKS1BP1 TOB1 TOX3 TP53TG1 TPD52L1 TRAF4 TRAPPC6A TRIB3 TRIL TRIM3 TRPM4 TRPS1 TSC22D3 TSPAN1 TSPAN13 TSTD1 TTC39A TTC9 TUFT1 UBQLN4 ULK1 ULK3 USP18 VAV3 VIPR1 VPS45 VRK3 WFS1 ZBTB42 ZBTB7B ZCCHC8 ZG16B ZHX2 ZKSCAN1 ZNF165 ZNF24 ZNF385A ZNF467 ZNF74 ZXDC CHASSOT_SKIN_WOUND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHASSOT_SKIN_WOUND EGR1 EGR2 EGR3 FOS FOSB JUN JUNB KLF2 REL CHAUHAN_RESPONSE_TO_METHOXYESTRADIOL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHAUHAN_RESPONSE_TO_METHOXYESTRADIOL_DN ADD1 ADM AP1S2 AP3S1 ARHGDIB ARL6IP1 ARPC5 ATP5MF ATP5PO ATP6V1F B2M BTF3 BTG1 BTG2 CAPNS1 CCL3 CD164 CD48 CD74 COPE COX6A1 CSNK1E CTBP1 CTDNEP1 CYFIP2 DDOST DDX17 EEF1A1 EIF3F EIF3K EIF3M EIF4B ENO2 ENSG00000291006 ERP29 FDPS FOXO3 GGT1 GNAS H2AZ1 H3P37 H4C3 HADH HCLS1 HERPUD1 HLA-G HSP90AB1 HSP90B1 IDH2 IL2RG LGALS1 LITAF LSP1 LTA4H MAN2A1 MARCKS MCL1 MDH1 METTL7A MKI67 MORF4L2 MXI1 NAP1L1 NCSTN NME4 NPC2 NRDC NUCB1 PABPC1 PCBP2 PCP4 PDLIM1 PGK1 PHB2 PIM2 PKM PTPN6 RAF1 RASA4 RPL12 S100A10 SEC61G SLC1A4 SLC25A6 SPCS2 TAPBP TLN1 TMSB10 TMSB4X TNFAIP3 TPP1 TRBC2 TUBB2A TUBBP1 UBA1 UBC UBE2I UBE2J1 UBE2S UGT2B15 VAMP2 VIM WBP2 XBP1 YWHAB ZFP36L2 CHAUHAN_RESPONSE_TO_METHOXYESTRADIOL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHAUHAN_RESPONSE_TO_METHOXYESTRADIOL_UP AARS1 AHSA1 ASNS ATF4 C1QL1 CARS1 CBX6 CCNB1 CHMP7 CIRBP CKB CKS2 COX7B CRYBB1 DENND2B DNAJA1 DUSP10 EIF5AL1 GARS1 GPR161 HDGF HMGN2 HSP90AA1 HSPA8 ITGB5 MYC NBPF14 NME1 PMM2 PPIL2 PRODH PSMD1 PTTG1 RBM3 RBPMS SLC3A2 SLC7A5 SNRPD3 SRM SRSF2 SRSF6 TARDBP TIMM44 TRBC2 UBE2G2 UBE2L3 UBE2M UBE2S WNT11 YARS1 CHEBOTAEV_GR_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHEBOTAEV_GR_TARGETS_DN AMY2A ANKRD6 AR ARSI ATP6V1C2 ATP8A1 BCL2L15 C11orf65 C2 CA8 CACNB4 CALHM5 CFB CH25H CHIC1 CHSY3 CLEC11A CNN2 CNTN1 COL1A2 COTL1 CPE CPEB1 CRISPLD2 CXCL12 DAB1 DMPK DNAJC6 DPY19L1 EFEMP2 ELAVL2 FCGBP FGGY FKBP10 FKBP14 FLRT2 GBP7 GDNF GFRA2 GNA14 GPAT3 GPHA2 GPM6B GPRASP2 GSTA1 GUCA2A HSD17B13 HTR1B IGDCC4 IGFBP3 IGFBP5 IL2RG IRF4 JAZF1 KCTD4 KLHL10 LIMCH1 LOXL1 LRP4 LRRN3 MEI4 MINAR2 MME MOB3B MYEF2 MYL9 NEXN NPTX1 NRCAM NRXN3 PALLD PCDHB5 PDLIM3 PDZRN4 PFN2 PHLDB2 PKIA PLA2G4A PLAT PLCXD2 PPP1R3C PPP2R3A PRKD1 PTGER4 PTPN14 RASA3 RHOBTB3 RSAD1 RSPO3 RTN2 S100A3 S100A4 SAMD12 SARDH SH3KBP1 SIPA1L3 SLC14A1 SLC38A4 SLC39A10 SMARCA1 SMIM22 SORCS3 SOX21 STAG3 STBD1 SVIP SYNE1 SYT9 TAFA5 TCEA3 TGFB2 THBS2 TLCD4 TMEM255A TNFRSF11B TRDC TSC22D1 TSLP TUBA8 USP18 VAV3 VWA1 ZFP36L1 ZNF704 ZSCAN18 CHEBOTAEV_GR_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHEBOTAEV_GR_TARGETS_UP ABCG2 ACOT6 ADD3 ANAPC16 ASB7 ATP1A1 BCL2L11 BEST2 CCDC71L CCSER1 CHD9 CMAHP COL19A1 CPEB3 CYP27A1 DDIT4L DNM3 DOCK5 EDNRA EDNRB ENPP1 FKBP5 FXYD4 FZD1 GALNT15 GNMT GULP1 HPGD IFIT2 IL17RB IQGAP2 ITPR1 KCTD14 LAP3 LCORL MEGF6 MGAT4A MYB NDRG2 NR3C1 NRP1 NT5DC2 NTRK2 OLIG1 P4HA2 PARVA PDE9A PDGFRA PMM1 RAB11FIP5 RAMP3 RASSF9 RECK RRM2 SCNN1G SCRG1 SEMA6A SERPINB4 SLC26A6 SLC43A2 SPINK2 SPOCK2 ST6GAL1 STC2 SULF2 TESPA1 TFAP2E TGFB3 TMEM140 TNFRSF21 TRAK1 TRIB2 TSPAN13 TTC28 TTLL7 ZBTB16 ZNF90 CHEMELLO_SOLEUS_VS_EDL_MYOFIBERS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHEMELLO_SOLEUS_VS_EDL_MYOFIBERS_DN ACTN3 MYL7 PVALB SOS2 TNNC2 CHEMELLO_SOLEUS_VS_EDL_MYOFIBERS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHEMELLO_SOLEUS_VS_EDL_MYOFIBERS_UP ANKRD2 ATP2A1 CASQ1 CASQ2 CAVIN4 CRYAB CSRP3 FHL1 FHL2 HSPB1 ITGB1BP2 MYF5 MYL2 MYOT NFATC2 PDLIM1 SMPX SMTNL1 TPM2 XIRP1 CHEMNITZ_RESPONSE_TO_PROSTAGLANDIN_E2_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHEMNITZ_RESPONSE_TO_PROSTAGLANDIN_E2_DN ABHD11 ACAA2 ACSS2 ADAM10 ADAMTS9-AS1 ADCY9 ADGRA3 AGO3 AHI1-DT AHR AIF1L AKAP12 AKAP5 ALDH3A2 ANXA11 AOX1 AP1S3 AP5M1 AR ARHGEF16 ARL6IP6 ASRGL1 ASTN2 ATXN1L AXIN2 BBS12 BBS2 BBS4 BCAR1 BCL11A BCL7B BEND7 BICC1 BPHL C11orf52 C12orf75 C1orf210 C6 C6orf132 CACNB2 CAMTA1 CAPN1 CARF CASP9 CASTOR3P CCDC148 CCDC198 CCDC30 CCDC57 CCL28 CCND2 CCR9 CD200 CDC42BPG CDK6 CDKN1A CDS1 CFAP69 CHDH CHL1 CHL1-AS2 CKMT1B CLCF1 CLDN12 CLDN4 CLDN7 CLIC4 CLIC6 CLSTN1 CNKSR3 CNTN4 COBL CPVL-AS2 CRACDL CRYZ CTAGE9 CTSC CUX1 CXADR CYB5B CYB5D2 CYP4V2 DAZAP2 DBT DEGS2 DIRAS3 DLG1 DMTF1 DNAI4 DNAJA4 DNAJC1 DNAJC16 DPP4 DSG2 DYNC2LI1 DYNLT1 EDAR EDIL3 EDNRB EFCAB6 ELF3 ENSG00000269210 ENSG00000271858 ENSG00000290941 EPHA1 EPN2 EPS8L1 ERCC6L2-AS1 ESAM-AS1 EVC EXO5 EXOC4 EZR FAAH FAIM FAM110B FAM81B FARS2-AS1 FAT1 FBXL16 FGF14-AS2 FHDC1 FHL1 FMO5 FNDC3A FOXC1 FOXP2 FOXP4 FREM2 FUT3 FUT6 FZD1 GALNT11 GALNT3 GATAD1 GATM GBA3 GIPC2 GIRGL GK5 GLB1L GLOD4 GLUD1 GMDS GOLGA6GP GORASP1 GPBP1L1 GPC6 GPRC5C GRHL1 GTF2I HCG11 HOXA10-AS HRH1 HYDIN ICMT ID4 IFT140 IFT74 IL12RB2 IL17RB IL20RA ILDR1 INSYN1 IP6K2 IQCA1 IQCH IRX3 ITFG1 ITGB8 ITM2B JHY KAZN KCNJ15 KCNK5 KCNT2 KCTD16 KDF1 KIAA2013 KIF1B KIF1C KIF9 KITLG KLF3-AS1 KLF4 KLRK1-AS1 KRT7 LCN2 LIME1 LINC00899 LINC00963 LINC02888 LINC03014 LMF1 LMO7 LMTK2 LMTK3 LNP1 LRPAP1 LRRC19 LRRC57 LRRFIP2 LRRK2 LRRK2-DT LSM8 LYG1 LYPLAL1 MACC1 MAP7 MARVELD3 MCFD2 MED11 MET MIA2 MID1IP1 MINDY2 MIR17HG MIR31HG MITF MMP15 MON1B MRI1 MSI2 MSLN MUC12-AS1 MUC3A MYH8 MYL3 NAALADL2 NAPEPLD NBL1 NCBP3 NDFIP2 NEK4 NFAT5 NFATC2IP NFIA NFIB NKAIN3 NLRX1 NRXN3 NSUN5 NSUN7 NUS1 NUS1P3 OCLN OCLNP1 ODC1 OPN3 OR7E14P OSBPL10 OSCP1 P4HTM PAPPA PARP4 PAX2 PAX8 PCLO PDCD6IP PDF PDSS2 PGGHG PHACTR2 PHYHD1 PIGV PIK3C3 PITPNA PKHD1 PLAAT3 PLEKHA7 PLS1 POM121 PPFIBP1 PPIA PPL PPM1A PPT2 PRICKLE1 PRKAA2 PROM1 PRPSAP2 PRR15L PRSS8 PSMA5 PTCHD4 PTPRD PTPRK RAB3IP RBL2 RBM47 RBMS2 RBP4 RBPMS-AS1 RELN RETREG1 REV3L RGP1 RGS12 RHEX RND2 RPS6KA2 RSPH3 RUNDC3B RWDD1 SAMD13 SAPCD1-AS1 SATB2 SATB2-AS1 SCHIP1 SCMH1 SCNN1A SDHAF3 SDR42E1 SEL1L3 SEMA5A SENP3 SERINC2 SERTAD4-AS1 SESTD1 SGCB SH3D19 SHH SHMT1 SIK2 SINHCAF SIPA1L1 SIRT5 SLC12A6 SLC22A2 SLC24A1 SLC2A13 SLC2A9 SLC35E2B SLC39A8 SLC44A4 SLC6A20 SLPI SMAGP SNORA74A SNTB2 SOSTDC1 SPAG6 SPATS2L SPEN-AS1 SPRYD3 SPSB3 SPTLC2 SPTLC3 SRGAP3 ST14 STAG3L3 STXBP6 SUMF2 SUN1 SYNE4 SYTL2 TAX1BP3 TBC1D5 TCAIM TGFBR3 TINAGL1 TJP2 TJP3 TM7SF3 TMC4 TMEM125 TMEM139 TMEM161B-DT TMEM245 TMEM252 TMEM43 TNFAIP1 TNFRSF10C TNFSF10 TNFSF13 TPK1 TPMT TRHDE-AS1 TRIL TRIM38 TRIOBP TSPAN1 TVP23B TXNIP UBB UBXN10 UPK1B VAPA VAPB VPS37D VTI1B VWA5A WDFY3 WDR48 WFDC2 WFDC5 WNT5A WSCD1 XPC ZBED5-AS1 ZBTB18 ZBTB20 ZFP3 ZMYND12 ZNF599 ZNF655 ZNF747-DT ZSCAN31 CHEMNITZ_RESPONSE_TO_PROSTAGLANDIN_E2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHEMNITZ_RESPONSE_TO_PROSTAGLANDIN_E2_UP ADAM19 AFAP1L1 AFAP1L2 AKAP17A ANAPC1 ANK2 AP2S1 ARAP3 ASF1B ASMTL ASPM ATAD2 ATP6V1C1 AURKA BARD1 BIRC5 BOLA3 BPNT2 BRIP1 BUB1 BUB1B C19orf48P CCNB1 CCNB2 CDC45 CDC6 CDKN3 CENPE CENPF CENPU CHAF1A CHD1L CHMP7 CKS2 DDIAS DGAT1 DIPK1A DLGAP5 DNAJC18 DYSF EIF4EBP1 ERCC1 FAM171B FBXO17 FEZ1 FLT1 GEMIN5 GJC1 GMPS GRAMD1A GRINA GTSE1 HJURP HSPA9 IQGAP3 KIF20A KIF3C KNL1 KPTN KSR1 LARP1 LINC00839 LMNB1 LRRC8C MAP3K20 MCM4 MICALL1 MKI67 MLLT11 MTA3 MTHFD2 MZT2A MZT2B NCAPG NCAPH NECAB3 NES NOP16 NPM1 NSMAF NUP210 NUSAP1 OLFML2A PAICS PCBD1 PCGF1 PCLAF PEA15 PIMREG PIP4P2 POLR3D PRAF2 PRC1 PRR11 PTP4A3 PTTG1 PWWP2A RAB15 RAPGEF4 RBIS RFTN1 RIOX2 RNASEH2A RPIA RPL8 RPS9 RRM2 SAE1 SCNM1 SGO2 SH3KBP1 SHMT2 SKA3 SLC16A1 SLC16A1-AS1 SLC35G2 SLC39A14 SLC7A1 SMC4 SNRPA SPAG5 SPDL1 ST3GAL5 STAMBPL1 TFAP2A-AS1 TGFB1I1 TGS1 TK1 TNFRSF9 TOP2A TPD52 TPX2 TRIM28 TTK TTLL6 UAP1 UBE2C UBE2S UHRF1 URB1 WDFY2 WDR76 XPOT ZGRF1 ZNF37BP CHENG_IMPRINTED_BY_ESTRADIOL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHENG_IMPRINTED_BY_ESTRADIOL A1BG A1BG-AS1 ARPP21 AURKA BMP7 BRD1 C22orf23 CEP44 CERS1 CHDH CLASP1 CLK3 CLUH CSTF1 CTNNA2 DDX50 DDX56 DGKG DLL4 DUSP5P1 EGR2 EMSY ERBIN ESRP2 F7 FANCF FBXL18 FBXO8 FEM1A FZD1 FZD8 GDF1 GLB1 GOLT1B GPR50 GSC HNRNPL HOXA1 HS6ST2 HYCC1 IL17RB IRAK2 KARS1 KIAA0408 LAMA5 LCMT1 LDB3 LHX6 LPAR5 LPIN1 LRR1 LRRC45 LRRTM1 MAD1L1 MAP2K2 METTL3 MEX3B MRPS2 MXI1 NDUFA4L2 OS9 OTX1 PAPSS2 PDE9A PDZD4 PIM2 PITX1 POLR2F PRDM12 PRX PTPRG RAC3 RALBP1 RB1 RBSN RECQL RNF150 RPRM RUNX3 SCD5 SLC25A19 SOGA3 SOSTDC1 SPINDOC SPTBN1 TBX5 TBXA2R TDG TERF2IP TFAP2C THRB TMCO1 TMEM102 TMPPE TOR4A TP53RK TRIM42 TTBK2 UBAC2 VPS13B WDR1 WNT5A YBX1 ZBED4 ZFP36L1 ZNF384 ZNF420 ZNF467 ZNF496 ZNF687 CHENG_RESPONSE_TO_NICKEL_ACETATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHENG_RESPONSE_TO_NICKEL_ACETATE ABCC3 ACO1 ACTR2 APP ATP1B1 CD68 CEBPD CLN6 CP CSNK2B DHRSX EIF2D ERI3 FAIM2 FCMR GDI2 GTF2A2 H19 HSP90AA1 HSPE1 JUN LRRC37BP1 MAP1B MS4A6A PI4K2B PNPLA2 POLR2C POLR2E PSMD5 RAB1A RABGGTB RBBP8 RNF13 SH3BP5-AS1 SLA ST13 TCF7L2 TF TIAL1 TLK2 TRAP1 TXNDC12 URGCP USP16 ZNF3 CHENG_TAF7L_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHENG_TAF7L_TARGETS AZIN2 CPA6 FSCN1 MACIR SFMBT2 TENT5B CHEN_ETV5_TARGETS_SERTOLI https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHEN_ETV5_TARGETS_SERTOLI ANGPTL2 ARID3B ARSB C1QB CCL15 CCL7 CD36 CD53 CEMIP CLEC7A CXCL12 CXCL6 ELAVL2 FCGR2A FCGR2B GCG GPNMB IGFBP4 IL6 KIDINS220 MMP12 MS4A6A PLEK THBD XIST CHEN_ETV5_TARGETS_TESTIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHEN_ETV5_TARGETS_TESTIS AK4 CCNB1IP1 CCNE2 CDCA7 CDK2 CRABP1 DAZL DCK DDX10 DMC1 HAUS6 HELLS MAD2L1 MCM2 MKI67 NFYB PACRGL RAD51 RBL1 RBMY1B RNF227 SOX3 STRA8 TGFBR1 TKTL1 CHEN_HOXA5_TARGETS_6HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHEN_HOXA5_TARGETS_6HR_DN CD24 FAM200C FJX1 NPTXR PRPF31 TUBA1A CHEN_HOXA5_TARGETS_6HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHEN_HOXA5_TARGETS_6HR_UP CXCL8 EGR1 GADD45B IER2 KLF10 SAT1 SNAI2 TIPARP ZNF20 ZNF35 CHEN_HOXA5_TARGETS_9HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHEN_HOXA5_TARGETS_9HR_DN AKAP1 ANP32A ANPEP AP1S1 CBX6 CKAP4 COA3 DDT EHD2 FEN1 FJX1 FZD2 G6PC3 GEMIN4 GLG1 GM2A H2AX HMGB3 INO80B KDELR1 LOXL1 LPCAT1 MARCKS MAT2A MYL9 PAGR1 PCDHGC3 PLPP2 PRR16 RTL8C SERPINH1 SKP2 SLC29A1 ST6GALNAC4 SV2A SYNE3 SYNGR2 TMEM97 TOMM22 TRIM34 UBTF WNT5B CHEN_HOXA5_TARGETS_9HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHEN_HOXA5_TARGETS_9HR_UP ADNP ADPRM AKAP10 AKIRIN1 ALG13 ARID4B ARIH1 ASNS ATAD2B ATF3 AVL9 BACH1 BCL10 BDKRB1 BIRC2 BIRC3 BMAL1 BTN2A1 C21orf91 C2orf42 CAB39 CARS1 CASP3 CCNL1 CCNT2 CDK17 CDK7 CDKN2AIP CEBPB CEBPG CENPC CEP76 CHAC1 CHD9 CLEC4A CLK1 CLK4 CNOT2 CNOT4 CREB5 CREM CROCCP2 CRY1 CTH CXCL8 DAAM1 DCLRE1C DLX2 DMTF1 DNAJC2 DPP8 DUSP5 DUSP6 DUSP8 EDRF1 EGR1 EIF5 ETS2 F3 FAM13B FAM53C FBXO38 FEM1C FNBP4 FOS FOSB FOSL2 FOXO3 GABARAPL1 GAD1 GADD45B GEM GPATCH2 HLX HRH1 IER2 IFI16 IFRD1 ING3 INTS6 IP6K2 IRF7 JMJD1C JUN JUNB KDM3A KHDC4 KIF18A KIN KLF10 KLF5 KLF6 KMT5B KRCC1 LIF LIG4 LINS1 LRIF1 MAFF MARCHF7 MARK3 MCL1 MORC3 MTHFD2L NCOA3 NEDD9 NEK1 NEMF NFIL3 NFKBIA NFKBIE NOC3L NRBF2 NUP58 ODR4 PELI1 PGS1 PIBF1 PLG PMAIP1 PNRC2 POLR3F PPIG PPP1R12A PPWD1 PRKRIP1 PRPF3 PRPF38B PSPC1 PTBP2 PTGS2 PTPN2 PYROXD1 RABGGTB RBBP6 RBM15 RBM39 RBM5 RCAN1 RCHY1 RELB RIC8B RIPK2 RLF RNF111 RSRC2 RYBP SAT1 SCG5 SCYL3 SEC24A SETDB1 SFPQ SLTM SMCHD1 SNAI2 SNX16 SNX5 SOX30 SPATA5L1 SREK1 SRSF10 STC2 STRN3 SUPT20H TAF1A TAF1D TAF2 TANK TBC1D31 TBK1 TBX3 TDG THAP9-AS1 THSD1 THUMPD2 TIPARP TLK2 TMEFF1 TNFAIP3 TNFRSF10B TNFRSF9 TPTE TRPC1 TSC22D1 TSC22D2 TUFT1 TUT7 UIMC1 VCPKMT VEGFA WAC YY1AP1 ZCCHC10 ZCCHC8 ZNF107 ZNF112 ZNF131 ZNF136 ZNF14 ZNF155 ZNF165 ZNF180 ZNF184 ZNF195 ZNF20 ZNF222 ZNF227 ZNF23 ZNF267 ZNF274 ZNF280D ZNF3 ZNF331 ZNF426 ZNF432 ZNF44 ZNF45 ZNF451 ZNF468 ZNF557 ZSCAN16 ZZZ3 CHEN_LIVER_METABOLISM_QTL_CIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHEN_LIVER_METABOLISM_QTL_CIS ACTR3 ADAMTS4 AGXT APCS APOA2 B4GALT3 BPNT1 C1orf115 C1orf53 C2orf76 CAPN10 CD244 CD48 CDH19 CENPL CEP170 CFAP126 CFHR1 COPA CRYZL2P CYB5R1 DARS2 DBI DCAF8 DDR2 DUSP12 DUSP23 F11R FAM20B FCER1G FCGR2B FMN2 FMO1 FMO4 GAS5 GLRX2 GREM2 HES6 HSD17B7 IARS2 IFI16 IGSF8 INSIG2 ITLN1 IVNS1ABP KLHDC9 KMO LAD1 LRRFIP1 MAB21L4 MARCO MLPH MRPS14 MTARC1 NAV1 NENF NIT1 NME7 ODR4 PCP4L1 PIGM PIGN PLXNA2 PPFIA4 PPOX PRG4 PTPRVP RAB17 RAB3GAP1 RABGAP1L RGS18 RGS5 RGS7 RPS6KC1 SCLY SDHC SLAMF6 SLC30A1 SLC35F5 SMYD2 SNED1 SOAT1 SPTA1 TATDN3 TLR5 TMEM183A TMEM37 TOR1AIP1 TSEN15 TSTD1 UAP1 UCHL5 USF1 VPS4B ZRANB3 CHEN_LUNG_CANCER_SURVIVAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHEN_LUNG_CANCER_SURVIVAL ACTB ACTG1 ANXA1 ANXA8 ATP5F1D CALU EPHX1 FGF4 GFAP GRK4 GSTP1 HPRT1 HSPA5 KRT1 KRT19 KRT7 KRT8 MYCN P4HB PDIA5 PEBP1 PGAM1 PGK1 PKM PLCB3 RAB14 SERPINA1 SOD2 CHEN_LVAD_SUPPORT_OF_FAILING_HEART_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHEN_LVAD_SUPPORT_OF_FAILING_HEART_DN APLNR ATP1A3 B3GALNT1 B3GALT2 C6 CACNB2 CCL2 CCL21 CD14 CLCN3 CRYM CTSB CXCL12 F5 G0S2 GIMAP4 GJA1 GPR22 HBB HEY2 IDH1 IFIT1 JAM2 KCNJ8 LEPROTL1 MARCKS NKX2-5 NRP1 PDE4B PDE4D PFKFB2 PLAU PPP1R3C PTGER4 PTGIS RRAD S100A8 SLC5A3 TGFBI TM4SF1 TNFSF10 ZDHHC11 CHEN_LVAD_SUPPORT_OF_FAILING_HEART_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHEN_LVAD_SUPPORT_OF_FAILING_HEART_UP ACTA1 AGTR1 AMD1 ANKRD1 ANKRD2 AOPEP AREG ATF3 BCL6 BTG2 CALD1 CCN1 CCN2 CCNB1IP1 CD163 CDC37L1 CDC42EP4 CDKN1A CEBPB CEBPD CHST3 CLU CNN1 CSDC2 CYP4B1 DDAH1 DDIT4 DEPP1 DIXDC1 DNAJB5 DOCK9 ELF1 FHL1 FKBP5 FLNC FNDC3B FOSL2 FOXO3 FSTL3 GADD45B GADD45G GLUL HYAL2 IER5 INSR IRS2 JUN KCNK1 KLF2 KLF9 LAMB1 MAPRE2 MCL1 METTL7A MFAP4 MT1E MT1F MT1H MT1M MT1X MT2A MTHFD2 MYOM1 MYOT NCKIPSD NES NFIL3 NFKBIA NID1 PDK4 PER1 PIK3R1 PLA2G5 PLIN2 PLPP1 POSTN RERE REV1 RGCC RND3 RNF115 RRAS2 SERPINE1 SH3BGR SLC38A2 SLCO4A1 SNAI2 SYNPO2L TCAP TIMP3 TIMP4 TIPARP TMEM204 TSC22D3 TXNIP VCL XK ZBTB16 ZBTB20 ZFAND5 ZFP36 ZNF189 CHEN_METABOLIC_SYNDROM_NETWORK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHEN_METABOLIC_SYNDROM_NETWORK AAK1 ABCA5 ABCB4 ABCC4 ABCC5 ABCG1 ABHD12 ABI2 ABI3 ABL2 ABR ACE ACER3 ACOT9 ACP2 ACSS1 ACTBL2 ACTG1 ACTL6B ACTR3 ACVRL1 ACY1 ADAM19 ADAM8 ADAMTS2 ADAMTS3 ADAP2 ADCY6 ADCY7 ADGRE1 ADGRE5 ADPRH ADSS1 AFAP1L2 AGMAT AGPAT4 AHCY AIF1 AIRN AJAP1 AJUBA AK1 AK8 AKNA AKR1A1 AKR1B10 ALDH18A1 ALDH1B1 ALDH3B1 ALOX5AP AMZ1 ANAPC13 ANG ANKEF1 ANKFY1 ANKRD33B ANO6 ANPEP ANTXR1 ANXA2 ANXA3 ANXA4 ANXA5 AOPEP AP2M1 APBB1IP APH1B APOBEC1 APOBEC3B ARAP1 ARHGAP10 ARHGAP15 ARHGAP18 ARHGAP22 ARHGAP25 ARHGAP4 ARHGAP45 ARHGAP9 ARHGDIA ARHGDIB ARID3A ARL11 ARL5C ARMC2 ARMC3 ARMC7 ARMCX2 ARPC1B ARPC2 ARPC4 ARPC5 ARRB2 ART4 ASAH1 ASF1B ASGR1 ASL ATAD2 ATF3 ATP13A2 ATP1A3 ATP6AP2 ATP6V0A1 ATP6V0B ATP6V0D2 ATP6V1A ATP6V1B2 ATP6V1C1 ATP8B2 AUTS2 AVPR1A AZIN1 B4GALT2 B4GALT6 B4GALT7 BACH1 BATF BATF2 BATF3 BCL10 BCL2A1 BCL2L13 BCS1L BEX3 BFAR BGN BICC1 BIN3 BIRC5 BIRC7 BLNK BLVRA BLVRB BMP8B BMPER BST1 BTC BTG3 C11orf86 C16orf90 C19orf38 C19orf47 C1QB C1QC C1orf100 C1orf54 C3AR1 C3orf52 C3orf80 C4orf47 C5 C6orf62 C8B C8G CA13 CA2 CACHD1 CACNB3 CADM1 CADPS2 CALHM2 CALM3 CALR CAMKK1 CAPG CAPN2 CAPNS2 CARD11 CARD19 CASP1 CASP12 CASP2 CAVIN1 CBFB CBR3 CBX6 CCDC102A CCDC120 CCDC148 CCDC3 CCDC80 CCL15 CCL23 CCL3 CCL4 CCL7 CCN4 CCNA2 CCR5 CCRL2 CD14 CD160 CD180 CD200R1 CD22 CD244 CD274 CD276 CD300A CD34 CD36 CD37 CD38 CD3E CD44 CD48 CD53 CD5L CD63 CD68 CD72 CD74 CD83 CD84 CD86 CD9 CDC42 CDC7 CDCA3 CDCP2 CDH3 CDK15 CDK18 CDKN2C CDS1 CDT1 CENPA CERCAM CERS5 CERS6 CES1 CFAP45 CFL1 CFP CH25H CHCHD6 CHCHD7 CHST12 CHST14 CHSY1 CHTF18 CIDEA CIDEC CKLF CLBA1 CLCN5 CLCNKB CLDN22 CLEC10A CLEC1B CLEC4A CLEC4D CLEC7A CLIC1 CLN8 CLSPN CMAS CMTM3 CNDP2 CNMD CNR2 CNRIP1 COL14A1 COL16A1 COL1A1 COL1A2 COL4A1 COL5A1 COL5A2 COL6A1 COL6A3 COL8A1 COLEC12 COLGALT1 COMMD10 COMTD1 CORO1A COTL1 CPNE9 CPXM1 CRAT CREG1 CRLF3 CSF1R CSF2RA CSF2RB CSF3R CSTB CTC1 CTPS1 CTSB CTSD CTSH CTSK CTSS CTTNBP2NL CXCL14 CXCL16 CXCL3 CYBA CYBB CYBC1 CYFIP1 CYGB CYP2C19 CYP2D6 CYP2E1 CYP4F2 CYP4F3 CYP4F8 CYRIB CYSTM1 CYTH4 CYTIP DAPP1 DBH DCDC2C DCK DCXR DDAH2 DDT DDX31 DENND1C DENND4B DGCR2 DIAPH3 DLG3 DNA2 DNAJB11 DNASE1L1 DNMT1 DNMT3A DOCK10 DOCK11 DOCK2 DOCK8 DOK2 DOK3 DPEP2 DPP7 DPYSL3 DRAM1 DROSHA DSE DUOXA1 DUSP10 DUSP18 DUSP5 DYNLL1 DYSF E2F8 EAF1 EBI3 EBP ECI2 ECSCR EFEMP2 EGR2 EHD2 EHD4 ELF3 ELOVL1 EMILIN1 EML1 EMP3 ENAH ENDOD1 ENTPD1 ENTPD2 EPB41 EPB41L2 EPB41L3 EPS8 EPSTI1 ERMP1 ESPL1 ETFB EVA1A EVI2A EVL EXOC3L4 F10 F11 F13A1 F2RL1 F7 FABP7 FADS3 FAM111A FAM131A FAM131B FAM216A FAM83A FAM83F FAR1 FBLN2 FBLN5 FBLN7 FBN1 FBXO25 FBXO32 FCER1G FCGR1A FCGR2A FCGR3A FEN1 FERMT3 FES FETUB FGD6 FHL1 FHL2 FILIP1L FITM1 FKBP10 FKBP1A FKBP1B FLAD1 FLNA FLRT2 FLT3 FMC1 FMN1 FMNL3 FMOD FN3K FOS FOXP1 FOXS1 FRAT1 FRMD4A FRMD6 FRRS1 FRZB FSCN1 FSHR FSTL4 FUCA2 FUT7 FXYD5 FZD5 GADD45B GAL3ST1 GALNS GALNT3 GAS2L1 GAS8 GASK1B GATA6 GATM GBA1 GCH1 GCNT1 GDF10 GDF3 GDPD1 GFRA4 GGT5 GIPC2 GJB1 GLB1 GLIPR1 GLRX GMFG GMIP GMNN GNB1 GNB3 GNE GNG12 GNMT GNS GPAT3 GPATCH2 GPATCH3 GPLD1 GPM6B GPNMB GPR137 GPR137B GPR179 GPR65 GPSM3 GPX7 GPX8 GRN GSAP GSDMD GSN GSS GSTA2 GSTM1 GUSB HAAO HACD4 HAGH HAL HAUS8 HAVCR2 HBS1L HCLS1 HCST HEATR1 HEPH HEXA HEXB HEY1 HIC1 HILPDA HK2 HK3 HLA-DMB HLA-DQA1 HLA-G HMCES HMGA1 HMOX2 HOMER3 HOXB2 HOXD4 HPCAL1 HPGDS HSD3B1 HTR2B HTRA1 HTRA2 HTRA3 HVCN1 HYCC1 ICA1 ICOSLG IER5 IFI16 IFI27 IFI30 IFIT2 IFIT3 IFNAR1 IFNAR2 IFNGR1 IGFALS IGFBP2 IGSF6 IGSF8 IKBKE IL10RA IL10RB IL11RA IL17RD IL18BP IL1RL1 IL33 INIP INPP5D IQGAP2 IRAG2 IRF5 IRF8 ITGAD ITGAL ITGAX ITGB2 ITGBL1 ITM2C ITPR3 ITPRID2 JTB JUN KCNE3 KCNK13 KCNN2 KCNN4 KCTD10 KCTD17 KIF1C KIF22 KLC4 KLF1 KLHL6 KLKB1 KNG1 KRT18 KRT8 KRTAP19-8 KYAT1 L1CAM LACC1 LACTB LAIR1 LAMA2 LAMP2 LAPTM5 LASP1 LAT2 LAYN LCE3B LCP1 LCP2 LDHB LDLRAP1 LGALS1 LGALS3 LGALS3BP LGI2 LGMN LGR4 LHFPL6 LILRA6 LILRB3 LILRB4 LIPA LIPC LITAF LMNA LMO2 LONRF3 LOX LOXL1 LOXL2 LPCAT2 LPL LPXN LRCOL1 LRIG1 LRP12 LRRC25 LRRC27 LRRC39 LRRC52 LRSAM1 LTBP1 LTBP2 LTBP3 LUM LXN LY86 LYL1 LYN LYZ MACIR MAFB MAGED2 MAGIX MAN1C1 MAN2B1 MANBA MAP3K15 MAP3K20 MAP3K8 MAP4 MAPK7 MATN2 MCL1 MCM3 MCM5 MCMBP MCOLN2 MCUB MDFI ME2 MED11 MEFV MELTF METRNL MFAP2 MFGE8 MFHAS1 MFRP MICAL2 MICU2 MILR1 MLANA MMP12 MMP13 MMP19 MMP2 MMP23B MMP27 MMP3 MOCOS MOGAT1 MPEG1 MPND MPV17L MRC1 MRE11 MS4A6A MS4A7 MSANTD3 MSC MSR1 MSX2 MT3 MTFP1 MTHFD1 MTHFD2 MTHFD2L MTHFS MTMR11 MTPN MTRFR MXRA8 MYADM MYL12A MYL12B MYO1E MYO1F MYO5A MYO9B MYOF MYZAP MZT2A NAGK NAIP NANS NAP1L1 NAT8B NCF2 NCF4 NCKAP1L NDRG2 NECAB1 NEDD9 NEURL2 NFAM1 NFE2L2 NFKB2 NIBAN1 NIBAN2 NID1 NIN NINJ1 NIPAL3 NLGN2 NLRC3 NLRC4 NLRP10 NLRP6 NOL4L NOSTRIN NPC2 NPDC1 NPL NQO1 NRBP2 NRG1 NRP2 NRROS NUMBL OACYLP OAS1 OASL OASL2P OBI1 OBSL1 OIT3 OLFML3 OLIG2 OLR1 OPN3 OR4D6 OR51M1 OR56B4 OR5P2 OSBPL3 OSBPL8 OSTF1 OTULINL OXCT1 P2RX4 P2RY13 P2RY14 P2RY6 P3H2 P3H3 PACC1 PACSIN3 PADI2 PALB2 PAM PANX1 PARP8 PAWR PBLD PCDHB16 PCDHB18P PCGF3 PCNA PCOLCE PDE3B PDGFRB PDGFRL PDLIM4 PEA15 PECR PEDS1 PF4 PFKP PGM1 PGS1 PHF11 PHLDB1 PHYH PI4K2A PICALM PIF1 PIK3AP1 PIK3IP1 PILRA PILRB PIMREG PIP4K2A PIP4P2 PIP5KL1 PITPNM1 PKIB PKM PKMYT1 PLA2G4A PLA2G7 PLAC8 PLAT PLAUR PLB1 PLCD3 PLCG2 PLD3 PLD4 PLEK PLEKHA4 PLEKHB2 PLEKHM2 PLEKHN1 PLEKHO1 PLGRKT PLIN4 PLK2 PLSCR1 PLTP PLXDC1 PLXDC2 PLXNB2 PLXNB3 PLXNC1 PMAIP1 PMP22 POLD4 POSTN POU3F1 PPARG PPIB PPIC PPL PPM1H PPM1J PPM1L PPP1R14B PRAF2 PRCP PRICKLE1 PRKAG3 PRKCD PRKX PRMT2 PRODH PRODH2 PRR13 PRR5L PRRX2 PRUNE1 PSAP PSD PSMD8 PSRC1 PTCHD1 PTGER2 PTGIR PTGR2 PTK2B PTPN1 PTPN13 PTPN18 PTPN22 PTPN6 PTPRC PTPRE PTPRO PXMP2 PYCARD RAB11FIP5 RAB15 RAB19 RAB29 RAB2A RAB31 RAB34 RAB3IL1 RAB7B RAB8B RAC2 RALGDS RAP2B RASA1 RASA3 RASA4 RASGEF1A RASGEF1B RASSF1 RASSF4 RASSF5 RASSF8 RBMS3 RCN1 RCN3 RDH12 REEP4 RELB RENBP RFNG RFTN2 RGL1 RGS1 RGS10 RGS14 RGS18 RGS19 RGS2 RHBDF1 RHOC RHOH RHOJ RHOV RILPL2 RIN2 RINL RIPK3 RIPOR1 RIPOR3 RIPPLY3 RNASE3 RNASEH2B RNF122 RNF128 RNF149 RNF207 RNF217 RNH1 RPE65 RPIA RPS6KA2 RPS6KC1 RTL6 RUBCNL S100A11 S100A6 S100A8 S1PR2 S1PR5 SAMHD1 SAMSN1 SAT1 SCCPDH SCD SCIMP SCLY SCN11A SCNN1A SCPEP1 SDC2 SDCBP2 SDF2L1 SDR42E1 SEMA3B SEMA3G SEMA4D SEMA5A SEMA6D SERPINA1 SERPINA11 SERPINA2 SERPINB6 SERPINB9 SESN1 SESTD1 SGPL1 SH3BGRL3 SH3BP2 SHANK1 SHTN1 SIGLEC5 SIRPA SKP2 SLAMF6 SLAMF7 SLAMF8 SLAMF9 SLC11A1 SLC11A2 SLC15A3 SLC1A5 SLC22A7 SLC25A10 SLC25A23 SLC25A24 SLC25A36 SLC27A3 SLC27A5 SLC27A6 SLC2A10 SLC2A4 SLC2A6 SLC31A1 SLC35E4 SLC35F6 SLC37A2 SLC39A12 SLC39A6 SLC41A2 SLC43A1 SLC48A1 SLC4A11 SLC4A3 SLC4A7 SLC5A4 SLC66A2 SLC6A6 SLC6A8 SLC7A6 SLC7A8 SLC8A1 SLC9A9 SLCO2A1 SLCO2B1 SLCO3A1 SLK SLPI SMAP2 SMC1B SMIM5 SMOC2 SMOX SMPDL3A SMS SNN SNX1 SNX20 SNX24 SNX27 SNX5 SOAT1 SORT1 SP100 SPACA9 SPARC SPATA6 SPATS2L SPDL1 SPEG SPHK1 SPI1 SPIC SPIN2B SPOUT1 SPRED1 SPRED2 SPRR1A SPSB2 SPTAN1 SPTLC2 SRD5A3 SRGN SRPX SRPX2 SRXN1 SS18L2 SSTR2 ST6GALNAC4 ST8SIA4 STAB1 STAMBPL1 STARD3 STAT4 STEAP1 STK10 STK17B STK24 STRA6LP STX4 STX7 STXBP1 STXBP2 STXBP3 STXBP5 SULF1 SURF1 SUSD3 SUSD4 SVEP1 SYBU SYK SYNGR1 SYNGR2 SYNGR4 SYNJ1 SYNPO SYP TAGLN2 TANC1 TAOK3 TAX1BP3 TBC1D1 TBC1D16 TBC1D9 TBPL1 TCEAL1 TCEAL5 TEC TEN1 TEP1 TFEC TGFB1I1 TGFB3 TGFBR2 THBS2 THEMIS2 TIFAB TK1 TLE4 TLR2 TLR4 TLR7 TM4SF4 TM6SF1 TMEM106A TMEM119 TMEM132A TMEM144 TMEM164 TMEM165 TMEM202 TMEM229B TMEM245 TMEM273 TMEM43 TMEM51 TMEM52B TMEM86A TMPRSS3 TMSB4X TNC TNF TNFAIP2 TNFAIP6 TNFAIP8 TNFRSF18 TNFSF13B TNIP1 TNIP2 TNIP3 TOM1 TONSL TOR2A TOR4A TPCN2 TPD52 TPH2 TPM3 TPST1 TRAF5 TRAM1L1 TREH TREM2 TRERF1 TREX1 TRIL TRIM32 TRIM5 TRIP13 TRMT9B TRPC4 TRPV2 TRUB2 TSPAN33 TSPAN6 TTC28 TTC39C TUBA1A TUBB TUBB2A TUBB4A TUBB6 TULP3 TWF2 TXNDC15 TXNRD1 TYRO3 TYROBP UBA7 UBASH3B UBD UBTD1 UBTD2 UCK2 UNC13D UNC5B UNC93B1 UPB1 USP12 USP20 USP43 VAMP4 VAMP8 VASN VAT1 VAV1 VCAM1 VCAN VIM VIPAS39 VOPP1 VSIR VTN WAS WASF1 WDFY4 WDR1 WDR91 WFDC3 WFS1 WLS WSB2 WT1 YIPF7 YWHAH ZBTB48 ZDHHC6 ZFAND2A ZFP90 ZFYVE26 ZNF385B ZNF503 ZNF521 ZRANB3 CHEN_NEUROBLASTOMA_COPY_NUMBER_GAINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHEN_NEUROBLASTOMA_COPY_NUMBER_GAINS ACP1 ALK ARAP3 BRD9 CACNG3 CDH13 DFFB DUT EIPR1 FBN1 FGF7 GABPB2 GALK2 HDAC3 HDC HPCAL1 HSD17B2 IGF2 INS IRAG1 LYVE1 MYCN MYEOV MYT1L NAV2 NKD2 ODC1 PDIA6 PPWD1 RBBP6 RNASEH1 RNF141 RNF144A RPS7 SGTB SH3YL1 SLC27A2 STIM1 TAF1B TAF7 TERT TH TNRC6A TPO TRAPPC12 TRIM23 TRIP13 WWOX YPEL5 ZFHX3 CHEN_PDGF_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHEN_PDGF_TARGETS ARID5B CSRNP1 EPHA2 GOT1 GPD2 JADE1 KLF2 KLF9 LMNA MCL1 MYO1E PLEKHA1 SCHIP1 SGPL1 SLC2A2 TIPARP UCK2 ZFAND5 CHEOK_RESPONSE_TO_HD_MTX_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHEOK_RESPONSE_TO_HD_MTX_DN ABRAXAS2 ALDH5A1 AP1S2 ARF4 BNIP3L CEP170 CNOT8 CRYZ DYRK1A H3-3B HIC2 KATNB1 MAPK1IP1L NRXN2 NUP98 PARG RALBP1 SEC22B SOCS2 STRAP TGIF1 TOB2 ZBTB1 CHEOK_RESPONSE_TO_HD_MTX_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHEOK_RESPONSE_TO_HD_MTX_UP ABLIM1 ANXA2 ARL4C ATM AZU1 BAX CTSG DEFA1 DEFA4 FLNA IGHA1 IL32 LYZ MPO MYLK NFKB2 OLFM4 S100A4 S100A8 S100A9 SLC1A4 TRBC1 TYROBP CHEOK_RESPONSE_TO_MERCAPTOPURINE_AND_HD_MTX_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHEOK_RESPONSE_TO_MERCAPTOPURINE_AND_HD_MTX_DN AATF ABCA2 AHCY CENPC CGRRF1 CLTB FAM216A FAM234B FCER2 KDM3B MPHOSPH9 NKG7 NPFF PFDN6 SACS SAP18 SART1 SERPINE2 SMCHD1 SREBF2 TGDS TGFBR2 UBE2G1 UCHL3 YTHDC2 CHEOK_RESPONSE_TO_MERCAPTOPURINE_AND_HD_MTX_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHEOK_RESPONSE_TO_MERCAPTOPURINE_AND_HD_MTX_UP PIK3R3 PLS1 POLR3C PTPRG TERF1 CHEOK_RESPONSE_TO_MERCAPTOPURINE_AND_LD_MTX_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHEOK_RESPONSE_TO_MERCAPTOPURINE_AND_LD_MTX_DN CDKL1 CDR2 CEACAM6 CHD1L CTSL ELANE FZD6 GCHFR GDF10 KIF3A L3MBTL1 LCN2 MAN2B2 MRE11 PIGA PRKCQ RCC1 S100A12 TCTN3 USP34 CHEOK_RESPONSE_TO_MERCAPTOPURINE_AND_LD_MTX_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHEOK_RESPONSE_TO_MERCAPTOPURINE_AND_LD_MTX_UP EFR3A GALNT1 HTATSF1 MLLT10 MRPL33 PRKY RBM19 STK24 TM9SF2 YY1 CHEOK_RESPONSE_TO_MERCAPTOPURINE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHEOK_RESPONSE_TO_MERCAPTOPURINE_DN APOBEC3B CA3 CIR1 CUL4B GSS HAT1 LAPTM4B LST1 MICA NFASC PMVK PRF1 RBBP8 RNASE6 SERPING1 SH3BP5 SOCS6 SORL1 SPOCK2 TK1 TRAC CHEOK_RESPONSE_TO_MERCAPTOPURINE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHEOK_RESPONSE_TO_MERCAPTOPURINE_UP BYSL CBR4 CEP68 CKS2 EIF4A1 GABPB1 NME6 POLG2 SLC26A2 SNX2 TCEAL4 TP53 CHESLER_BRAIN_D6MIT150_QTL_CIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHESLER_BRAIN_D6MIT150_QTL_CIS A2M APOBEC1 ITPR1 PHC1 RHO SLC6A1 CHESLER_BRAIN_D6MIT150_QTL_TRANS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHESLER_BRAIN_D6MIT150_QTL_TRANS ADRA2B CALML5 CHRNG GAD1 HTR4 MAPK1 MAPK6 RELN SLC6A1 CHESLER_BRAIN_HIGHEST_EXPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHESLER_BRAIN_HIGHEST_EXPRESSION A4GALT ACSL4 ACTB ANKRD13C ATP11A ATP13A3 ATP6V0B BBLN CADPS CSRP1 DCTN3 DYNLL2 FOS FTL GLO1 GNB1 GRIA2 HINT1 HNRNPA2B1 KCTD12 KIF5A KMT2E LIN7C MAP2 MARCHF7 MATR3 MOBP PLP1 PPID PPP1CB PRKCE PSMB5 RABAC1 SCN1A SNHG6 SP3 STEEP1 SYT1 UQCRB XIST ZRANB2 CHESLER_BRAIN_HIGHEST_GENETIC_VARIANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHESLER_BRAIN_HIGHEST_GENETIC_VARIANCE ACAA1 ACKR1 ALAD ALDH7A1 BCAT2 BCL2A1 C4orf3 C5orf34 CAP1 CCL21 COL4A1 CPSF2 FOLH1 GNB1 HJURP IGHM KCNJ9 MAP1B MEF2C MTIF2 MYOC OCEL1 PAM PDXDC1 PHLDA1 PRDX2 PSTK PTTG1 RGS19 RPP14 SC5D SCG5 SNHG11 SNHG6 THUMPD1 TOX4 TULP3 VPS52 CHESLER_BRAIN_QTL_CIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHESLER_BRAIN_QTL_CIS ABHD14A ACAA1 ACKR1 AKAP1 ALAD ALDH7A1 ALDH9A1 BCAT2 C4orf3 C5orf34 CAP1 CCL21 CCND1 CCND2 CD6 COP1 CPSF2 DCAF8 EEF1AKMT1 FAM32A FOLH1 GLO1 GNB1 GRIN2B GRK5 HJURP IGHM KCNH1 KCNJ9 KRT12 MAPRE1 MRPL48 MTIF2 MYO7A NCS1 NPHP1 OCEL1 OCIAD1 PAM PDPN PDXDC1 PER3 PHLDA1 POU2F1 PPDPF PRDX2 PSMB6 PTTG1 RFK RGS16 RPP14 SC5D SCG5 SCOC SERPINA3 SLC15A2 SNHG11 SNHG6 SORL1 SPG21 SPOCK1 SRP9 SSBP4 SSPN TCEA1 THUMPD1 TOX4 TPBG TPM4 TUBGCP4 TULP3 USP38 VPS52 CHESLER_BRAIN_QTL_TRANS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHESLER_BRAIN_QTL_TRANS ATF5 CD59 MYH9 MYOC PITPNB TSPAN5 CHIANG_LIVER_CANCER_SUBCLASS_CTNNB1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHIANG_LIVER_CANCER_SUBCLASS_CTNNB1_DN ACP5 ACSL4 ADAMTS1 AEBP1 AIM2 AMIGO2 ARRDC4 ASPN ASRGL1 ATP2B2 BACE2 BASP1 BGN BMP2 C11orf96 C15orf48 C7 C9 CAPG CCDC80 CCL19 CCL20 CCL21 CD2 CD24 CD52 CDA CDH1 CHST11 CMTM3 CNGA1 COL1A1 COL1A2 COL3A1 COL5A1 COL6A3 COLEC11 CP CRP CTHRC1 CXCL12 CXCL16 CYBA CYFIP2 CYP2B7P CYP4F22 CYTIP DCPS DRAIC DUSP5 EFEMP1 EGR1 EGR2 EPHA1 ERICH5 ETS2 EVI2A F3 FBP1 FGFR2 FOXA3 FURIN GALNT7 GATA6 GCH1 GDA GEM GLDC GLIS3 GLS2 GLT1D1 GOT1 GPNMB GPR183 GPR88 HABP2 HAL HOMER1 HPGD HSD17B2 IGLL3P IGLV3-25 IL7R INHBE ISLR KCNT2 KCTD12 KLRB1 LGALS3 LGALS4 LOXL1 LSR LUM LURAP1L LXN MAD1L1 MAL2 MAP3K5 MCC MCUB MGLL MMD MMP9 MOXD1 MUC13 MXRA5 MYL9 MYO1E MYOM1 NAV2 NCALD PAG1 PAPLN PELI1 PGLYRP2 PKDCC PLBD1 PLTP PMP22 POU2AF1 PRG4 PTGDS RAB27A RAB27B RALGAPA2 RASGRP1 RCAN2 RDH12 RGS1 S100P SDSL SEL1L3 SELENOM SEMA6A SEPTIN6 SERPINB9 SERPINE1 SERPINE2 SLC12A2 SLC15A1 SLC16A14 SLC17A9 SLC22A15 SLC25A18 SLC2A9 SLC7A2 SLPI SOCS3 SPHK1 SRPX STAT4 SULF1 TBX15 THBS2 TIMP1 TIMP2 TMEM45A TNFAIP8 TNFSF13B TNFSF4 TPST1 TRNP1 UGCG VCAN VNN1 VNN2 WWC1 XK YBX3 ZNF83 CHIANG_LIVER_CANCER_SUBCLASS_CTNNB1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHIANG_LIVER_CANCER_SUBCLASS_CTNNB1_UP AADAC ABCB11 ABCG2 ABHD6 ACE2 ACSL5 ACSL6 ACSM3 ACSS3 ACTN2 ADH6 ADRB2 ALDH1L1 ALDH3A1 ALDH3A2 AMACR ANKFN1 AOX1 AQP11 AQP6 AQP9 AR ASAP2 ASPSCR1 AXIN2 BAMBI BHLHE40 BIK BMP4 BOK C1orf112 C1orf53 C20orf204 C3orf85 CAP2 CAVIN2 CCDC170 CD36 CDC14B CDK6 CLDN2 CORIN CPPED1 CRLS1 CST1 CTNNA2 CTNNBL1 CYP1A1 CYP2E1 CYP8B1 DCXR DNAJC12 DPP4 DSG1 DYNC1I1 EBPL ECM2 EPHB2 ESRRG EXPH5 FAM169A FAM3B FAM8A1 FAS FGF13 FITM2 FRMD3 GFRA1 GLUL GLYAT GNAI1 GPAM GPHN GRHPR GRK3 GSTM2 H2AC8 HABP4 HEPACAM HHAT HIBADH HLF HOGA1 HPD HSD11B1 HSDL2 HTR2B INSIG2 IRS1 IRX3 ITPR2 KCNJ8 KCNK1 LGR5 MAP3K8 MERTK MME MTHFD1 MYRIP NAGS NEK3 NKD1 NUBPL NUDT6 PAGE4 PANX1 PDK1 PDK4 PHLPP1 PHYHIPL PLAAT2 PLPPR1 PRAG1 PREB PRR5L PTPRG RAB11FIP2 RBP1 REG1A REG3A RHBG RHOBTB1 RTP3 RUNDC3B SALL1 SEC14L2 SELENBP1 SEPTIN4 SHLD2 SLC13A3 SLC16A1 SLC16A10 SLC16A11 SLC16A4 SLC17A1 SLC1A2 SLC22A11 SLC22A4 SLC25A30 SLC2A12 SLC47A1 SLC4A4 SLC5A6 SLC6A12 SLCO1B1 SMPX SNAI2 SPARCL1 SPRYD7 SRD5A2 SULT1B1 TAPT1-AS1 TBCK TBX3 TENM2 THBS4 TMEM100 TMEM150C TMEM245 TMEM64 TNFRSF19 TPRG1 TRIB2 TSPAN5 TTC30A TTC9 TTPA UBXN10 UST VEGFD VLDLR WASHC3 YPEL1 ZNF385B ZNRF3 CHIANG_LIVER_CANCER_SUBCLASS_INTERFERON_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHIANG_LIVER_CANCER_SUBCLASS_INTERFERON_DN ACOX1 ADM AMACR ASPSCR1 ATP6V0E2 BTNL9 C3orf85 CCDC170 CDC14B CKB CRLS1 DAAM1 DNM1 ESM1 EXPH5 FADS1 FAM169A GABPB2 GRB10 HLF HSDL2 IGF2 KANSL1 LGR5 MLXIPL MME MOGAT1 NEK3 NKD1 NR2F1 ONECUT2 PAGE4 PHYHIPL PRAG1 PXYLP1 RHBG SLC13A3 SLC16A10 SLC16A11 SLC5A6 SLC6A8 TAPT1-AS1 TENM2 TMEM150C TNFRSF19 TRIB2 TRPM7 USP54 VWCE ZNF385B ZNF703 ZNRF3 CHIANG_LIVER_CANCER_SUBCLASS_INTERFERON_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHIANG_LIVER_CANCER_SUBCLASS_INTERFERON_UP ACSL4 ALOX5AP APOF CALCRL EVI2A FCGR2B FCGR3A GOT1 GPR65 HPGD IFI27 IFI6 ISG15 KCNT2 KLRB1 KMO MOXD1 MS4A4A NNMT PLA2G2A PRAMEF10 SERPINA7 SLC12A2 SLC38A4 STAT1 TDO2 CHIANG_LIVER_CANCER_SUBCLASS_POLYSOMY7_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHIANG_LIVER_CANCER_SUBCLASS_POLYSOMY7_DN AACS AKR1B10 ASAP1 BAMBI CARD6 CERS6 DRAM1 FAM171A1 GNL3 GPX2 HOMER1 KLB MOB1B P2RX5 PAG1 PHACTR2 PLOD2 RBIS RCN1 RHOBTB1 ROBO1 SERPINB1 SLC16A7 SLC38A1 STOX2 CHIANG_LIVER_CANCER_SUBCLASS_POLYSOMY7_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHIANG_LIVER_CANCER_SUBCLASS_POLYSOMY7_UP AADACP1 ABCB4 ADAMTS17 ADCY1 ADSS1 ANO1 ARMC6 AZGP1P2 CDHR3 CHAC1 CHN2 CIDEB CLDN14 CLDN15 CLDN3 COBL CROT CRYAA CYP2A6 CYP2A7 DAO DHRS1 ELAVL1 EPHA1 FBXO2 FCGRT FNDC5 FOLH1 GARNL3 GCGR GCK GLCCI1 GPR88 H2AZ2P1 HAAO HAPLN4 ICA1 IGFALS LAMB3 LINC01018 LRRC31 MAD1L1 MAGEB2 MAP1LC3A MFSD2A MNS1 MOGAT3 MPND MPPED1 NLRP11 PEMT PEPD PFKFB1 PILRB POLD2 POR POT1 PRKAG2 PRSS8 PTK6 PYGL RAPGEF4 RHOU SHC4 SLC16A2 SLC22A1 SLC25A47 SLC28A1 SRD5A1 SYTL4 TKFC TLE2 TM6SF2 TMEM139 TRIM35 TSPAN33 TUBE1 WNK3 ZSCAN21 CHIANG_LIVER_CANCER_SUBCLASS_PROLIFERATION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHIANG_LIVER_CANCER_SUBCLASS_PROLIFERATION_DN AADAC AASS ABAT ABCA6 ABCA8 ABCB11 ABCB4 ABCG8 ACADL ACBD4 ACSM5 ACYP2 ADH1A ADH4 ADH6 ADRB2 AFM AGXT AGXT2 AKR7A3 ALAS1 ALDH1L1 ALDH3A2 ALDH5A1 ALDH6A1 AMDHD1 ANGPTL3 AOX1 APOA5 AQP9 AR AZGP1 BAAT BHMT BHMT2 BLOC1S1 BOK BTD C3P1 C6 C8A CA5A CAT CCL14 CCL16 CDC14B CDO1 CES2 CIDEB CLDN14 CMBL COL18A1 CPB2 CPED1 CPT2 CTH CUX2 CYP1A2 CYP27A1 CYP2B6 CYP2C8 CYP2C9 CYP2J2 CYP3A43 CYP4A11 CYP4A22 CYP4F11 CYP4F2 CYP4F3 CYP8B1 DAO DCXR DEPDC7 DHRS1 DHTKD1 ECHDC2 ECHDC3 ECM2 EHHADH EPHX1 ETFDH ETNK2 ETNPPL F12 F8 FMO3 FMO4 GAMT GCDH GLYAT GLYATL1 GNE GPLD1 GPT GPT2 GRHPR GYS2 HAAO HADH HAGH HAO1 HIBADH HJV HNF4A HPD HSD11B1 HSD17B6 ITIH1 KCNJ8 KLF9 KNG1 LDHD LECT2 LINC01018 LONP2 MASP2 MAT1A MLYCD MPDZ MTHFD1 MTTP MYO1B MYRIP NAGS NAT2 NECAB2 NR1I2 NR1I3 NUDT6 NUDT7 OASL OGDHL OTC PCK1 PDK4 PFKFB1 PIPOX PLG PNPO POR PRAP1 RBP5 RCL1 RDH16 RGN RHOB RORC RTP3 RUNDC3B RWDD3 SCP2 SEC14L2 SELENBP1 SELENOO SERPINA10 SERPINC1 SERPING1 SLC10A1 SLC16A2 SLC22A1 SLC2A2 SLC38A3 SLC38A4 SLC46A3 SMIM14 SORBS2 SRD5A1 ST3GAL6 SULT1B1 SULT2A1 SYBU SYTL4 TAT TFR2 TPRG1 TST TTPA UGT1A10 WNK3 CHIANG_LIVER_CANCER_SUBCLASS_PROLIFERATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHIANG_LIVER_CANCER_SUBCLASS_PROLIFERATION_UP ABCC1 AFP ANLN ARHGAP18 ARID3A ASPM ASRGL1 ATP1A1 AURKA AURKB B3GNT5 B4GALT5 BACE2 BARD1 BCAT1 BIRC5 BUB1B CCNA2 CCNB1 CCNB2 CCNE1 CD24 CDC20 CDC6 CDC7 CDCA5 CDCA7 CDCA7L CDK1 CDKN3 CENPE CENPF CENPK CEP55 CHST11 CKAP2L CKAP4 CMTM3 CTBP2 CYBA DBN1 DDR1 DEPDC1 DEPDC1B DLGAP5 DSCC1 DTL DUSP9 E2F8 ECT2 ELF4 ELOVL7 ETV4 EZH2 FAM118A FANCI FBXO5 FDCSP FEN1 FHOD3 FLVCR1 FMNL2 FOXM1 FUNDC1 G6PD GALNT7 GLIS2 GPD1L H19 H4C3 HDAC2 HELLS HJURP HK2 HMGB2 IGF2BP3 JPT1 KIF11 KIF14 KIF18B KIF20A KIF23 KIF2C KIF4A LAMB1 LDLRAD3 LHFPL2 LMNB1 LRRC1 MAD2L1 MAPK13 MARCHF3 MARCKS MARCKSL1 MCM2 MCUB MECOM MEP1A MKI67 MMD MMP12 MMP9 MTMR2 NCEH1 NCK2 NDC80 NEK2 NT5DC2 NUF2 NUSAP1 OIP5 ORC6 P3H4 PAFAH1B3 PAG1 PAPLN PBK PDE9A PELI1 PIGAP1 PKDCC PKM PLBD1 PLP2 PM20D2 PNMA1 POU2AF3 PRC1 PRKCD PRR11 PTP4A3 PTTG1 RACGAP1 RAD51AP1 RFC4 RMI2 S100P SALL2 SALL4 SASS6 SEL1L3 SELENOM SGO2 SHCBP1 SKA1 SLAMF8 SLC16A3 SLC1A5 SLC38A1 SLC39A10 SLC7A7 SMC4 SOX4 SOX9 SPHK1 SYNJ2 TAP1 TMED3 TMEM51 TMEM65 TNFRSF21 TOP2A TPX2 TRIP13 TRNP1 TSC1 TTF2 TTK TUBA4A UBE2C UGCG VEGFB WASF1 WSB1 YBX3 ZC2HC1A ZFAS1 ZNF532 ZWINT CHIANG_LIVER_CANCER_SUBCLASS_UNANNOTATED_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHIANG_LIVER_CANCER_SUBCLASS_UNANNOTATED_DN ABCB10 ABHD6 ACTR6 ADH5 ALDOA ALG13 APOO AQP11 ARPC1A ATF1 ATG3 ATIC ATP1A1 ATP6V0D1 BAG2 BAX C1GALT1C1 C1QBP C1orf112 CAB39 CAPZA2 CCNB2 CCNDBP1 CCT2 CCT4 CD46 CDK1 CDK4 CDKN3 CENPH CHCHD2 CIAO2A CITED2 CLNS1A CMAS CNN3 COPA COPS3 CTNNAL1 DAD1 DBI DCTN3 DCUN1D5 DNAJA1 DNAJB9 DPCD DPM1 E2F5 EBPL ECT2 EMC4 EPDR1 FARSA FBXO10 FCER1G FCGR3A FEN1 FKBP11 FUCA2 FUNDC1 G3BP2 GFM2 GJA1 GLUD2 GMNN GNAI1 GPR160 GTF2I H2AZ1 H2BC9 HAT1 HAUS1 HIKESHI HNRNPA0 HSP90AB1 HSPA13 HSPA8 ILF2 IMPA2 LAMTOR5 LSM2 LYSET LYZ MAD2L1 MAD2L2 MAGED1 MANF MAPRE1 MCTS1 ME2 MED21 METTL13 MMGT1 MORN2 MRPL13 MRPL39 MRPL42 MRPL44 MRPS12 MRPS23 MSH2 NDUFA4 NEU1 NFYC NONO NUDT21 NUP205 NUP37 OSTC PBK PCNA PDIA6 PGD PGK1 PIGF POLE2 POLE3 PPIL1 PPP2R3C PRDX4 PRKAB1 PRMT6 PRPS1 PSMA2 PSMA5 PSMC3 PSMD10 PSMD8 PSMG1 RACK1 RAD51AP1 RAE1 RAN RCN2 RFC3 RFC4 RFC5 RHOA RNASEH2A RNF141 RPA3 RPL7A RPS10P5 RPS16 S100A10 SCAMP3 SEC11A SEC23B SEC61A1 SELENOT SKIC8 SLC25A5 SLC29A1 SLC39A6 SLC44A3 SMIM26 SNHG29 SNRPD1 SNRPD2 SNX2 SNX7 SPOPL STIP1 STOML2 STT3A SYPL1 TAB2 TM9SF2 TMBIM4 TMEM50A TMX1 TP53RK TPD52L1 TPRKB TPX2 TSPAN6 TYMS TYROBP UBE2E3 UBE2T UQCRFS1 UXT VAMP3 VBP1 VDAC3 WARS1 WASHC5 WDR83OS WDSUB1 XRCC5 XRN2 YAP1 YBX1 ZNHIT3 CHIANG_LIVER_CANCER_SUBCLASS_UNANNOTATED_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHIANG_LIVER_CANCER_SUBCLASS_UNANNOTATED_UP ABCA9 ACOX1 ARHGEF1 ARHGEF10L ARMC8 ARNT B2M B4GALT1 BACH2 BHMT CDK13 CFHR3 CP CPEB4 CYP1A2 CYP2A7 CYP2B7P CYP2C19 CYP4A11 DOCK5 DPYS DUSP16 EGR1 ELL2 ETS2 F11 FCN3 FOSB FTCD GLS2 GPAT3 GSAP GSDMB HGFAC HSDL2 HSPD1 ID2 IDO2 KANSL1 KIFC3 LEPR LINC01554 LMO7 LPA LRP6 LRRFIP2 LURAP1L MAP3K13 MARVELD2 MBNL2 MUC20 NAMPT NBPF11 NCOA2 NSUN6 PALM3 PCSK6 PIK3R1 PITPNB PLG PROZ RAPGEF2 RNF125 RORA SERPINB9 SIK3 SLC20A1 SLC22A3 SLC25A18 SLC25A47 SLC39A14 SLX4IP SMIM14 SMURF1 SORBS2 SORL1 SRSF4 THBS1 TMEM178A TNFSF14 TNRC6A TPCN2 TRIR UBE2B WWC1 ZFAND5 CHIARADONNA_NEOPLASTIC_TRANSFORMATION_CDC25_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHIARADONNA_NEOPLASTIC_TRANSFORMATION_CDC25_DN ABCC1 ABHD8 ACOT7 ACP2 ACYP2 ADM ADRA2B ADRB2 AGRN AKAP12 ALDH2 ANXA11 ANXA4 ANXA8L1 AQP1 ARHGEF2 ASAH1 ASNS ATP6V0B AVPI1 BAG2 BAIAP2 BBLN BHLHE40 C16orf89 CAPG CARD19 CARHSP1 CCN2 CD151 CD34 CD9 CES2 CLEC3B CLIC1 CLIC4 COL4A1 COL4A2 COL5A2 CSNK2A1 CSRP1 CYB5B CYB5R1 CYP51A1 DAB2 DAP DBNDD2 DDR2 DGCR6 DIPK2A DUSP1 EBF3 EIF4EBP1 ELN EMP3 ENO3 ERO1A FBN1 FHL1 FHL2 FXYD5 FZD2 GALK1 GAMT GAS7 GIPC1 GPC1 GSTM1 GUK1 H2BC10 ICA1 IFI30 IGFBP4 ITGB4 KLF2 KLF4 KLK8 LAMC2 LASP1 LDAF1 LGALS9 LYPLA1 MAP1LC3B2 MAP6 MEA1 MGST3 MSLN MYO1C MYZAP NAA38 NDRG4 NEDD9 NFE2L1 NFIC NMT1 NPPB NRBP2 NUPR1 PAPSS2 PHLDA3 PKP2 PLAC8 PLEKHA7 PLIN2 PLTP PNKD PNPLA2 POLD4 PRSS23 QKI RBMS2 RETREG1 RFLNB RHOA RNASE4 RNF13 RNPEPL1 S100A1 S100A13 SEC14L1 SEMA3C SEMA3F SERPINB6 SKAP2 SLC1A5 SLC29A1 SLC35E4 SLC66A3 SNAPC2 SNX10 SRI STAT6 TALDO1 TEAD4 TIMP3 TM2D2 TMBIM1 TMEM43 TMEM45A TNS2 TNXB TOB1 TRAK1 TRAM1 TRIB3 TRIM47 TSPO TUBA8 UTRN VAMP5 VPS26C WWP2 CHIARADONNA_NEOPLASTIC_TRANSFORMATION_CDC25_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHIARADONNA_NEOPLASTIC_TRANSFORMATION_CDC25_UP ADAM19 AGTR2 ANK3 ANP32E AOX1 APBB1IP ATP13A3 BACH1 C3 CAPN6 CASK CASP4 CCNB2 CDO1 CEBPB CEBPD CHI3L1 CRABP1 CSF1 CTSB CXCL6 CXorf38 CYP1B1 DLK1 DPEP1 EFNB2 EIF2AK4 EMB ENAH ENO2 ERRFI1 EVL F2R FAM3C FGF7 FGFR2 GPC4 GREM2 GTF2A2 H2AX HAS2 HMGA2 HMGN2 HNRNPU HSP90B1 HTATSF1 IFI16 IGF2 IGSF10 IL1R1 IL1RL1 IL6 IMPACT IVNS1ABP LAMA4 LAMP2 LMO7 LOXL1 LPAR1 LSP1 LTBP2 LXN MAGED1 MAN2A1 MGP MYL12B NAP1L1 NAV2 NCAM1 NGEF NID1 NOC4L NOCT NPNT OSMR PCF11 PDK3 PDK4 PDPN PFN2 PGRMC1 PHLDA1 PHLDB2 PLA2R1 PLPP3 PLSCR1 PPID PRXL2A PSPC1 PTEN PTX3 RAB11A RAMP3 RBM3 SAA3P SEPHS2 SLC12A2 SLC16A1 SLC38A2 SLC6A8 SMOC2 SRRT SRSF3 SRSF6 SYNPO TAF1D THBS1 THBS2 THY1 TMEM176A TMEM176B TNC TOP1 TPST1 TWIST1 UBE2D2 UTP14A VCAM1 VCAN XDH CHIARADONNA_NEOPLASTIC_TRANSFORMATION_KRAS_CDC25_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHIARADONNA_NEOPLASTIC_TRANSFORMATION_KRAS_CDC25_DN ADAM23 AP3S1 BTG3 C3 CCDC80 CCN5 CDO1 CEBPB CRTAP CXCL12 CXCL6 CYP1B1 DDR1 DPEP1 EIF2AK4 EMB FAS FGFR2 FOS FOXP1 IGSF10 IL11RA IL1R1 IL1RL1 LAMA4 LOX LOXL1 LTBP2 LXN MAGED1 MAN2A1 MEG3 MGP NID1 NSG1 OSMR PDK4 PROS1 PTGS2 PTX3 RNASE4 SAA3P SLC12A2 SLPI STAT3 TMEM176A TMEM176B TNC VCAM1 VDR VEGFD ZFP36 ZFP36L2 CHIARADONNA_NEOPLASTIC_TRANSFORMATION_KRAS_CDC25_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHIARADONNA_NEOPLASTIC_TRANSFORMATION_KRAS_CDC25_UP ACOT7 ANGPTL2 ANKH APCDD1 AREG BBLN CAPG CASP3 CCND1 CD9 CDKN1A CLIC1 CRABP1 CSRP2 CTSV CYTIP EIF2S1 EVI2A FUT8 FXYD5 GADD45A GDNF GGCT GJA1 GPC1 HMGA2 ITGA6 ITGB7 KCNN4 KITLG LAPTM4B NGEF NUPR1 PCLAF PDGFA PLP2 PMF1 POLD4 PSMB5 RAB7A RAD51 RASA1 RGS16 SELENOF SEMA5A SEMA7A SERPINA1 SLC66A3 SPP1 SPTSSA SSNA1 TES TGFBI TMSB4X TSPO UPP1 VAMP5 WWTR1 ZNF706 CHIARADONNA_NEOPLASTIC_TRANSFORMATION_KRAS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHIARADONNA_NEOPLASTIC_TRANSFORMATION_KRAS_DN ABLIM1 ADM AKAP12 ALDH1A1 AMOTL2 ANXA8L1 APP AQP1 ARL2BP ASAH1 ATF3 ATP11A BMP8A CALML4 CCDC6 CCDC80 CCN2 CD151 CD9 CDKL2 CES2 CHFR CITED2 COL1A1 COL1A2 COL4A2 COL4A5 COL5A1 COL5A2 COPZ2 COQ9 CRLF1 CRTAP CTDSP2 DDR1 DGCR2 DHRS3 DHRS7 DIPK2A DUSP1 EBF3 ELN EMP2 ENO3 EPHX1 FBN1 FHL1 FKBP10 FOS FOXP1 FSTL1 FZD2 GAS1 GRB10 GRK5 GSN GSTM1 GUK1 H2BC10 HOXA2 ID3 IFI30 IFI35 IL6ST INPP5A ISG15 ITGB5 JUP KAZALD1 KLF2 LAMB2 LASP1 LDAF1 LGALS9 LLGL2 LPL MAN2B1 MAP1LC3B2 MFAP5 MSLN NDRG4 NMT1 NOTCH1 NRBP2 NTPCR NUPR1 PAPSS2 PCOLCE PEF1 PER1 PFKP PHYH PLAC8 PLTP PMP22 PNP PRSS23 PSTPIP1 RAB11FIP5 RBMS2 RECK RFLNB RNASE4 RNPEPL1 S100A13 SAMHD1 SARAF SEC14L1 SEC61B SEMA3C SESN1 SH3D19 SHROOM3 SLC1A5 SLC29A1 SLC38A4 SLC39A3 SLC4A3 SLCO3A1 SLPI SMAD6 SNX10 SOCS3 SPTAN1 SPTBN1 SRI ST3GAL5 STK10 TCF7L1 TIMP3 TM2D2 TMEM45A TNXB TOB1 TP53INP2 TRIM47 TSPAN4 TUBB2A VAMP5 VDR WWP2 CHIARADONNA_NEOPLASTIC_TRANSFORMATION_KRAS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHIARADONNA_NEOPLASTIC_TRANSFORMATION_KRAS_UP ADAM19 AHCY ANGPTL2 ANKH ANP32E APBB1IP APCDD1 AREG AURKA BACH1 BNC1 BZW2 CASK CASP4 CCND1 CDC7 CENPA CENPV CKS1B CRABP1 CRISP3 CTSB CTSV CXorf38 CYTIP DHX9 DLK1 DNMT1 E2F8 EFNB2 EREG ERGIC3 ERH ETV4 EVI2A EVL FAM3C FDX1 FIGNL1 FUT8 GDNF GJA1 GREM2 GTF2A2 H2AX HAS2 HAUS3 HMGA2 HMGB3 HMGN2 HNRNPD HPRT1 IGF2R IL1RL1 ILF2 ITGA6 ITGB7 IVNS1ABP KCNN4 LSM8 LUM MAPK6 MARCKSL1 MED10 MRPL18 MYEF2 MYO1B NAP1L1 NAV2 NCAM1 NCAPH NFE2L2 NFKBIA NGEF NOCT PCDH7 PCLAF PCNA PDPN PHLDA1 PLK4 PLPP3 PLSCR1 POLA1 PPID PRKCB PSMA3 RAD51 RANGAP1 RASA1 RBL1 RBM3 RFC5 RGS16 RRM1 RRM2 SEMA7A SEPHS2 SET SLBP SLC12A2 SLC6A8 SMC2 SMS SNU13 SPP1 SPRED2 SPTSSA SSRP1 ST6GAL1 TCF12 TGFB1 THBS2 TIMP1 TIPARP TMSB4X TNFAIP2 TOP1 TOP2A TOPBP1 TPBG TUBB6 UBA2 UBE2D2 UGT1A10 UHRF1 VCAM1 ZWINT CHIARETTI_ACUTE_LYMPHOBLASTIC_LEUKEMIA_ZAP70 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHIARETTI_ACUTE_LYMPHOBLASTIC_LEUKEMIA_ZAP70 ACOT8 ACVR2A ADGRG1 AGPS AIP ANXA11 AP3D1 ATM BAIAP2 BBC3 BRF1 CASP10 CASP8 CCN2 CD200 CDK9 CKMT2 CNOT9 COA1 CRADD CTNND1 CTSW DGKA E2F4 EPM2AIP1 FGR GAB1 GRIN1 HMGXB3 HPN HPS1 IFT20 IL27RA IL32 ITFG2 ITGA5 JCHAIN KLRB1 KMT2B LAT LCK LRRC15 MYBL1 N4BP2L2 OR5I1 PBX3 PCSK7 PDE9A PHC2 PI4KA PTPN18 RETREG3 RRAD SEMA6A SF3B3 SFI1 SLC2A1 SPINK1 STK39 TCF20 TNFRSF1B TP53BP1 TRBC2 TRIP6 TTN VCAN XPC ZAP70 CHIARETTI_T_ALL_REFRACTORY_TO_THERAPY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHIARETTI_T_ALL_REFRACTORY_TO_THERAPY ADA ARL4C BCL6 C2orf27A CR2 CXCL8 DHCR24 DNTT EPHB6 FGFR1 FHL1 FYB1 GFI1 H1-0 H2AC6 HOXA9 ICOS MME MX1 MXI1 NID2 NOTCH3 PCDH9 PRDX2 PSPH PSPHP1 SELL TCF7 TFDP2 TMPO CHIARETTI_T_ALL_RELAPSE_PROGNOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHIARETTI_T_ALL_RELAPSE_PROGNOSIS AHNAK BUB1B CAT CD2 CD8A CDC7 CENPF DEK H2AX HNRNPH1 IRAG2 MEF2A MELK MYC NDC80 RCBTB2 SEC31B TTK USP1 CHIBA_RESPONSE_TO_TSA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHIBA_RESPONSE_TO_TSA ANAPC13 ATP6AP2 BSCL2 BSG CCN1 CCN2 CDKN1A CLU CYP4F2 DHRS2 DNAJB1 DUSP1 E2F2 GNB1 GRN H1-0 H3-3B HADHB HLA-DQA1 ID2 ID3 IFITM3 JMJD1C LYPLA2 NEAT1 NIPSNAP1 OPTN PIP4P1 PKM PNRC1 PRDX1 PRKRA PRPF3 RHOA RRM2 SDC4 SQSTM1 STAT1 STX6 TGM2 TPP1 TXNRD1 USB1 ZBED3 ZDHHC9 CHIBA_RESPONSE_TO_TSA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHIBA_RESPONSE_TO_TSA_DN ADAM9 BIRC3 BRCA2 CEACAM1 CXCL8 DMD DSP EGFR GRB10 HNRNPH1 ITGA1 ITGAV LAMB1 LIG3 MAPK6 MDM2 PTK2 ROCK1 TGFB2 TP53BP2 TPR CHIBA_RESPONSE_TO_TSA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHIBA_RESPONSE_TO_TSA_UP ANK1 APRT ARHGDIB BAD BMP4 BMP6 BSG CASP9 CAV2 CCN2 CD36 CD8B CD9 CDKN2C CGB3 COL11A2 COL1A2 EFNB3 FASTK FBN2 FOS FOSB GLRX HBEGF HLA-A IGFBP2 ITGA3 ITGA7 JUNB JUP KRT14 KRT19 KRT7 LUM MMP11 MMP13 MMP19 NGFR PDGFRB PLA2G6 QSOX1 RHOG SOD3 TGFB1 TIMP2 TIMP3 TP53I11 TRIP6 VEGFC VTN CHICAS_RB1_TARGETS_CONFLUENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHICAS_RB1_TARGETS_CONFLUENT ABAT ABHD12 ABI3BP ACOT7 ACTA2 ACTB ACTG2 ACTN4 ADAM19 ADAMTS2 ADAMTS8 ADD1 ADGRA2 ADGRG6 ADH1B AFF3 AGA AHNAK AK1 AK5 ALDH1A3 ALPK2 ANGPTL2 ANKRD13A ANO1 ANO4 ANPEP ANXA1 ANXA2 ANXA2P2 ANXA6 APCDD1 APOBEC3B APOL6 AQP3 ARHGAP1 ARHGAP18 ARL4A ARL4C ARNT2 ARRB1 AS3MT ASNS ASS1 ATP2B4 ATP6V0E2 ATP8B1 AXL B3GALT2 BAALC BACE2 BCL7C BEND6 BGN BLVRB BMP4 BMPER BRIP1 C12orf75 C18orf54 C1R C1S C3orf14 C7 CADM1 CAMK2D CAMK2N1 CAND2 CAPG CAPZB CARD10 CARHSP1 CAV1 CAV2 CAVIN1 CAVIN3 CBS CCDC80 CCN4 CCNE2 CD200 CD44 CD81 CD9 CD99 CDC42EP3 CDC42EP5 CDC7 CDCA7 CDH6 CDKN2A CEP55 CHEK1 CHML CHN1 CLDN11 CLEC3B CLIP3 CLU CMBL CNKSR3 CNN1 CNN2 CNN3 CNTN3 CNTNAP1 COL15A1 COL1A1 COL1A2 COL3A1 COL5A1 COL5A2 COL6A1 COL6A2 COPZ2 CORIN CORO1C COTL1 CPE CPM CREB3L1 CROT CTHRC1 CTSH CXCL12 CXXC5 CYB5A CYTOR DAB2 DCN DCTN3 DDX60 DEFB106A DENND1B DEPP1 DHCR24 DHRS3 DIAPH3 DIPK1A DOCK10 DOK5 DPF3 DPYSL3 DTX3L DUBR ECM1 EFEMP2 EHD1 EHD2 EIF4EBP1 ELOVL2 ELOVL2-AS1 EMP3 EPB41L2 EPG5 EPHA4 EPHB2 ERRFI1 EVA1A EVL EXOG F2RL1 FAM171B FAP FARP1 FBLN1 FBN1 FBN2 FCRL5 FGD6 FHL2 FHOD3 FKBP9 FLNA FLOT1 FMO3 FN1 FOXC2 FOXD1 FOXL1 FRMD5 FRY FRZB FZD2 G6PD GALNT10 GALNT15 GALNT5 GARS1 GAS6 GASK1B GATA6 GBP1 GBP2 GDF5 GMDS GNAI2 GPC1 GPC6 GPRC5A GPRC5B GPX4 GSN GSTM1 HACD4 HBD HCFC1R1 HEATR9 HEG1 HELLS HHEX HIC1 HIVEP3 HMGA1 HOXB-AS3 HOXB5 HPGD HSPB1 HSPB6 ICA1 IDH2 IFI16 IFIT2 IFITM2 IFITM3 IGFBP6 IL17RD IL32 INHBE IRAG1 ITGA4 ITGA5 ITGA6 ITGBL1 JADE1 JAZF1 JDP2 JPT1 KCNH2 KCNMA1 KCNMB2 KCNN2 KCTD16 KDM1B KIAA0930 KIF11 KLF7 KRTAP1-5 KRTAP2-3 LACTB LAMA4 LARP6 LBH LHFPL6 LIMD1 LIMS2 LIN7A LINC02861 LIPA LMNA LMO7 LMOD1 LOX LOXL1 LOXL1-AS1 LOXL2 LOXL4 LPP LRRC17 LTBP2 LXN LY6E MAB21L2 MACROH2A1 MAGI2-AS3 MAMLD1 MAN1C1 MAP1A MAP1B MAP3K7CL MATN2 MCM4 MCM5 MCM6 MCUB MDK MECOM MELK MEST METTL7A MFAP4 MFGE8 MGARP MINDY2 MIR155HG MMP24OS MN1 MOXD1 MPRIP MRGPRF MSRB3 MTCL1 MTHFD2 MTSS1 MTUS1 MVP MYH9 MYL9 MYLK MYOF NALCN NAV2 NAV3 NES NFE2L3 NFIX NIBAN1 NIPAL3 NIPSNAP3A NLRP1 NMI NMT2 NNMT NOTCH2 NPTX1 NR2F2 NR3C2 NREP NRP1 NRXN3 NT5DC2 NTN4 NUDT7 NUF2 NUPR1 NXN OLFML2A OLFML3 OLR1 OPN3 OPTN OSBPL1A OSBPL3 OXTR PAK1 PALLD PARP9 PBOV1 PCK2 PCLAF PCOLCE PDE5A PDGFD PDGFRL PDLIM1 PDLIM7 PEA15 PEAR1 PHGDH PIK3R2 PIK3R3 PKIB PKM PLEKHG4 PLIN3 PLPPR4 PMP22 POGLUT3 POLE2 POSTN PPARG PPM1M PRAG1 PRDX6 PRICKLE1 PRIM1 PRIM2 PRKAG2 PRPS1 PRSS12 PRSS23 PRSS35 PSAT1 PSG1 PSG4 PSG5 PSMB9 PSPH PTCH1 PTGER2 PTGIS PTN PTX3 PXK PXN QPRT RAB3B RAB40B RABGAP1L RAD51AP1 RAP1GDS1 RARRES1 RASSF2 RASSF3 RASSF4 RBMX RBP1 RELN RGMB RGS10 RGS17 RHBDL2 RHOJ RNF115 RNF128 ROR1 RPL22L1 RRAS2 RSBN1L RTL8C RUNX1T1 RWDD1 S100A10 S100A4 S100A6 SAMD9L SARS1 SBF2-AS1 SCARA3 SCN7A SCN9A SCUBE3 SDC3 SDC4 SEMA3C SERPINE1 SERPINF1 SERPING1 SERPINH1 SESN3 SFRP1 SGCD SGMS2 SH3BGRL3 SH3BP4 SHMT2 SHROOM2 SIPA1L2 SIX1 SKA2 SLC14A1 SLC1A4 SLC2A4RG SLC66A3 SLC7A1 SLC7A14 SLC7A5 SLC9A7 SMAD3 SMAGP SMPD1 SNN SNRNP25 SNTB2 SNX7 SPARC SPATS2L SPOCD1 SPOCK1 SPTBN1 SPX SRD5A1 SRI SSPN STEAP3 STK17A STMN3 STXBP6 SULF1 SYNC SYNE3 SYNPO SYNPO2 SYT1 SYTL2 TAC3 TAGLN TBCB TCEA3 TENM4 TENT5C TES TGFBR2 TGM2 THBS1 THSD4 THY1 TIMP2 TIPIN TJP2 TLN1 TMED4 TMEM106C TMEM171 TMEM176A TMEM200B TMEM35A TMEM47 TMEM97 TMTC1 TMTC2 TNFRSF19 TNFSF4 TNS3 TOX TOX-DT TP53I3 TP53TG1 TPM1 TPM2 TPT1-AS1 TRAM2 TRAPPC1 TRIM14 TRIOBP TRNP1 TRPV2 TSLP TSPAN5 TSPO TUBA1A TUBA1B TUBA1C TUBB TUBB2A TUBB2B TUBB4B TUBB6 TWIST1 TYMS UACA UBE2V1 UBE2V1P3 UBR7 UGCG UHRF1 USP44 UTRN VAT1L VCAM1 VGLL3 VIM VSIR WARS1 WASHC3 WDR1 WDR41 WNT2 WNT5B WWOX XAF1 XYLT1 ZFP36L2 ZNF469 ZNF703 ZYX CHICAS_RB1_TARGETS_GROWING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHICAS_RB1_TARGETS_GROWING ADAMTS2 ADAMTS6 ADGRG6 AKR1C1 ALDH1L2 ANKRD13A ANKRD28 ANO1 ANP32E ANPEP ANXA3 APOBEC3B ARL4A ASNS ASPM ATRX AXL B3GALT2 BAALC BGN BNC2 BUB1 BUB1B C1QTNF2 C1R C1orf21 C2CD5 CA12 CACYBP CASP6 CAV1 CAVIN1 CBX5 CCBE1 CCDC80 CCNA2 CCNB1 CCNB2 CCNE2 CDC20 CDC25B CDC42BPA CDC7 CDCA7 CDCA7L CDCA8 CDH6 CDKN2A CDKN3 CENPA CENPF CENPH CENPK CEP57 CERS6 CHAC2 CLDN11 CLU CNTN3 COL3A1 CORIN CRYBG1 CTDSPL2 CXCL12 DCN DDIT4 DEK DEPDC1 DHCR24 DNAJC9 DOCK10 DPF3 DPYSL3 EGR1 EIF4EBP1 ELOVL2 EXOSC8 EZH2 EZR FABP5 FAM72C FAP FBLN1 FBXO11 FGF1 FIGNL1 FOXM1 GAS2L3 GASK1B GINS1 GINS2 GMNN GMPS GPC6 GPM6B GTSE1 HAS2 HAUS1 HELLS HERC4 HMMR HPRT1 IDH2 IFI16 IGFBP3 IMPA2 IQGAP3 ITGB3BP JADE1 JAM2 KCNK2 KCNMA1 KCNN2 KIF14 KIF20A KIF4A KNL1 LDB2 LIN7A LMNA LRRC15 LRRC17 LSAMP LSM2 LTBP2 LUM LXN MAGI2-AS3 MARCKS MATN2 MCM2 MCM3 MCM4 MCM6 MCM7 MEIS2 MEST MGARP MSH2 MSH6 MYLK NASP NAV2 NCAPG2 NEK2 NFXL1 NFYB NIBAN1 NLRP1 NMI NR2F2 NREP NRGN NRP1 NRXN3 NSD2 NUPR1 NUSAP1 OLFML3 OXTR PCDH7 PCK2 PCLAF PCOLCE PDGFD PEAR1 PGAP1 PHGDH PLPP3 POLE2 POSTN PPIG PRICKLE1 PRIM1 PRSS12 PSAT1 PSG5 PSIP1 PSPH PTN PTX3 PYGL RAD51AP1 RALGPS2 RARRES1 RBBP8 RBMS3 RBP1 RFC4 RGS4 RIF1 RNASEH2A RNF138 RPA3 RUNX1T1 S1PR3 SCARA3 SCD SCUBE3 SGO2 SHMT2 SLC14A1 SLC1A4 SLFN11 SLIT2 SMARCC1 SMC2 SMC3 SMC4 SPIN4 SSRP1 STMN3 STXBP6 SULF1 SUPT16H SYNE3 TBL1XR1 THSD4 TICAM2 TIFA TIMELESS TMEM106C TMEM97 TMPO TMSB15A TNFAIP8 TNFSF4 TOP2A TOX TPR TPX2 TRAM2 TSPAN5 TTC3 TTK UBR7 UHRF1 USP1 VAT1L WASHC3 ZFHX4-AS1 ZNF22 CHICAS_RB1_TARGETS_LOW_SERUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHICAS_RB1_TARGETS_LOW_SERUM AAK1 ATOX1 ATP5MC2 ATP5ME ATP5MF ATP5MG ATP5MJ C4A C4orf48 CCNE2 CDCA7 CDT1 CENPW CKLF COPS9 CORIN COX5B COX6B1 COX7C CYTOR DEPDC1 DTL EGFR EIF4EBP1 ELOB ENSG00000250041 FMO2 GDF5 H4C3 HELLS INHBE KIR3DX1 LINC00973 LMNB1 LSM7 MALAT1 MCM3 MCM4 MCM5 MCM6 MT1E MT1F MT1H MT1X MT2A MTHFD2L NDUFA1 NDUFA3 NDUFB1 NDUFB2 NDUFB4 NFIB NIBAN1 NNMT NPIPB13 NSD2 OST4 PCLAF PET100 PITX1 POLR2L PTN RAB27A RAD51D RBIS RBM39 RIF1 RNASEH2A RNF145 ROMO1 RPA3 RPL36A RPL36AL RPL38 RPS21 RPS28 SBF2-AS1 SEC62 SERPINB8 SLC7A14 SNHG6 SNORD60 SNRPB SNRPE SNRPG SOX4 SULF1 SYNE2 SYT1 THORLNC TMEM171 TMEM258 TMSB15A TOMM7 TYMS UQCC2 UQCR11 USP6 WDR76 ZFAS1 ZNF367 ZNF827 ZYX CHICAS_RB1_TARGETS_SENESCENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHICAS_RB1_TARGETS_SENESCENT ABHD3 ABI2 ABTB3 ACADM ACBD3 ACKR3 ACOT7 ACP3 ACTG2 ACYP1 ADD3 AGGF1 AKAP12 AKR7A2 ALDH1A3 ALDH7A1 ANKRD9 ANP32B ANPEP APCDD1L APOBEC3G AREG ARL6IP6 ARMCX2 ATAD2 ATP1B1 ATRX BAALC BBS2 BBX BCL2A1 BDKRB2 BEAN1 BEX1 BGN BIRC3 BMAL2 BRD3OS BRI3BP BTG3 BTN3A2 BTN3A3 C11orf54 C11orf96 C15orf48 C3 C3orf14 C6orf136 C9orf40 CA12 CACYBP CAMK2N2 CAMTA1 CASP8AP2 CBR3 CBX5 CCDC71L CCL20 CCL3 CCNB1IP1 CCNE1 CCNE2 CD274 CD69 CD82 CDC25A CDC42BPA CDC6 CDC7 CDCA7 CDCA7L CDK2 CDK5RAP2 CDT1 CEBPZ CEMIP CENPK CENPS CENPU CENPV CENPX CEP19 CEP57 CERS6 CHI3L1 CHST2 CISD2 CKLF CKMT2-AS1 CLDN5 CLGN CLIP1 CNRIP1 COL10A1 COL6A2 COL7A1 COMMD4 CPNE2 CRIP1 CSF2 CSF3 CST1 CST2 CST4 CSTF3 CTDSPL2 CTH CTSS CXCL1 CXCL10 CXCL11 CXCL2 CXCL3 CXCL5 CXCL6 CYB5A CYB5R2 CYBRD1 CYGB CYP26B1 CYP3A5 CYP3A7 DCBLD1 DCK DDB2 DDIT4 DDX24 DDX60 DEK DERA DGAT2 DHFR DIO2 DIP2C DIRAS3 DNAJC1 DNAJC18 DNM1 DONSON DPYSL3 DSN1 DTL DTX3L DUSP5 DUT DYNC1H1 DYNC2I2 EDNRA EFS EGR3 EHF EIF4EBP1 EIF5-DT EMP1 EMP2 ENC1 ENO2 ENOSF1 ENSG00000269825 ERAP2 ERCC1 ERGIC1 ESM1 EXOSC8 EZH2 FADS1 FAF2 FAH FAM114A1 FANCG FANCI FBL FBXL21P FBXO11 FBXO21 FBXO45 FEN1 FERMT1 FEZ1 FGD5-AS1 FKBP11 FLT1 FMC1 FOXQ1 FRMD4A FUT8 FZD1 G0S2 GABRB1 GAL GALNT6 GBP3 GCH1 GCLM GDNF GEM GFPT2 GINS1 GINS2 GJB2 GJC1 GK GLCCI1 GLIS3 GLUL GMNN GMPS GNB1 GNG2 GON7 GPD2 GSAP GTPBP10 GUSB GXYLT1 HACD3 HADH HAS2 HAT1 HAUS1 HAUS2 HDGFL3 HELLS HEY1 HIP1 HIPK2 HLA-B HMGA2 HMGN2 HMGN2P46 HPRT1 HPSE HSPA4L IDH2 IFI6 IFIT3 IFITM1 IFNGR2 IFT25 IFT80 IGF2 IGFBP3 IGFBP5 IL11 IL1A IL24 IL27RA IL33 IL37 IL6 IL6ST ING2 INHBA IRF9 ISG15 ISG20 ITGBL1 ITPRIPL2 IVNS1ABP JAM2 JARID2 JDP2 JUN KANK2 KCNG1 KCTD12 KLHL7 KPNB1 KRAS KYAT3 LANCL1 LAPTM5 LDB2 LGALS3BP LIF LINC00342 LMNB1 LOC389831 LPP LRFN5 LRIG1 LRP11 LRRC15 LSP1P5 LUZP1 MACROH2A1 MAGEF1 MALAT1 MAP4 MAST2 MBD4 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCMBP MCUB MCUR1 MEA1 MEDAG MELK MIB1 MLH1 MLLT6 MLPH MMD MMP10 MMP12 MMP9 MRI1 MRPS6 MSH2 MSH6 MTHFD1 MTR MXRA5 MYH10 NAMPT NAP1L1 NASP NAV1 NCAPG2 NET1 NETO2 NFKBIZ NIBAN1 NLRP1 NME7 NOL4L NQO2 NR2F1-AS1 NRG1 NRGN NSD3 NSMCE4A NUCB2 NUCKS1 NUDT21 NUP85 NUSAP1 ODC1 OSBPL8 OSMR OXCT1 OXR1 PAICS PAQR5 PAWR PAXIP1-DT PCLAF PCNA PCOLCE PDLIM3 PDP1 PDZK1 PELI1 PHF19 PHGDH PI3 PI4K2B PIDD1 PITPNC1 PLAGL1 PLEK2 PLSCR1 PLTP PMS1 POGLUT3 POLD3 POSTN POU2F2 PPBP PPIL3 PREX1 PRIM1 PRKD3 PRKDC PRPS2 PRR11 PRRC2C PRRT2 PRRX1 PRSS3 PRSS3P2 PRTFDC1 PRXL2A PSIP1 PSMB8 PSMC3IP PSME2 PTGS2 PTMA PTN PTP4A2 PTX3 QPCT RAB27A RAB27B RAB31 RAB38 RANBP1 RASD1 RASL12 RASSF3 RASSF8-AS1 RBBP4 RBBP7 RBBP8 RBCK1 RBM39 RDH10 RFC2 RFC4 RFLNB RFTN2 RFWD3 RGS17 RGS5 RHOBTB3 RHOF RIF1 RIPK2 RMI1 RNASEH2A RNASET2 RNF138 RNF168 RPA1 RPA3 RRM1 RRM2 S100PBP SAC3D1 SAMHD1 SANBR SCG5 SDC3 SDHAF4 SEL1L3 SEMA4B SERPINA1 SERPINA9 SERPINB3 SERPINB4 SERPINB7 SERPINE1 SESTD1 SF3B1 SFR1 SIMC1 SKA2 SKP2 SLAMF8 SLBP SLC14A1 SLC20A1 SLC25A36 SLC25A37 SLC25A40 SLC27A3 SLC2A4RG SLC39A8 SLC43A3 SLC5A3 SLC7A1 SLC7A2 SLCO4A1 SLFN11 SMAD5 SMARCC1 SMC1A SMC3 SMC6 SMOC1 SNORD7 SNRPB SNX7 SON SOX11 SOX17 SP100 SPATA18 SPDL1 SPEN SPIN4 SRD5A3 SRGAP2B SRRM2 ST3GAL1 STEAP1 STING1 STMN3 SYNJ2 TAGLN3 TALAM1 TBX2-AS1 TBX3 TCEAL3 TCEAL7 TCIRG1 TEX30 TGIF1 THAP9-AS1 THBD THBS2 THRAP3 THY1 TIFA TIPIN TM6SF1 TMEM106C TMEM107 TMEM132A TMEM54 TMEM97 TMPO TNFAIP3 TNFAIP8 TNFSF15 TNP1 TOP1 TPR TREM1 TRIB2 TRIB3 TRIM56 TRMT5 TRPC1 TSC22D1 TSLP TSPAN5 TTC3 TUBG1 TXNIP TYMS UBE2L6 UBE2T UBR7 UHRF1 UQCC2 USP1 VASH1 VCAM1 VEGFA VNN1 VRK2 VWA5A WASL WDFY2 WDHD1 WDR54 WDR76 WEE1 WWTR1 XIST YY1 ZBTB38 ZDHHC6 ZEB1 ZG16B ZNF367 ZNF83 ZNF846 CHIN_BREAST_CANCER_COPY_NUMBER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHIN_BREAST_CANCER_COPY_NUMBER_DN ANKRD11 CDH1 CDH13 CDK11B CDKN1C CTSB FANCA HRAS INS LLGL1 PDIA3 PRKCZ TOP3A CHIN_BREAST_CANCER_COPY_NUMBER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHIN_BREAST_CANCER_COPY_NUMBER_UP AURKA CCND1 CSE1L CTTN CYP24A1 E2F5 ERBB2 EXT1 FGF3 FGF4 LAMC2 LRRC32 MED1 MOS MT-CO2 MYBL2 MYC NCOA3 PAK1 PEBP1 PTGS2 PTK2 PTPN1 TGFB2 THRA TNFRSF6B TOP2A ZNF217 CHNG_MULTIPLE_MYELOMA_HYPERPLOID_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHNG_MULTIPLE_MYELOMA_HYPERPLOID_DN ABCB9 ADAM28 ANG CACYBP COPA EIF1 EIF2B1 EIF4EBP2 EMG1 FBXO21 GABARAPL1 GABARAPL2 MCFD2 NECAP2 PACSIN2 PDF PEX19 RFWD3 RNF187 RNF41 SEC23B SEC31A SLBP TMED2 UBE2D1 USP22 VPS35 VPS4A XPOT YME1L1 CHNG_MULTIPLE_MYELOMA_HYPERPLOID_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHNG_MULTIPLE_MYELOMA_HYPERPLOID_UP CLTA DHPS EEF1B2 EEF1G EEF2 EIF3G EIF3J EIF3K EIF4A2 FBL HERC1 HNRNPA1 IMP3 KLK3 MRPL34 NCBP2 NPM1 QARS1 RPL13A RPL14 RPL15 RPL18 RPL21 RPL24 RPL27A RPL28 RPL29 RPL32 RPL35 RPL35A RPL36 RPL37 RPL4 RPL7A RPLP1 RPLP2 RPS10P2 RPS13 RPS14 RPS15 RPS16 RPS17 RPS19 RPS23 RPS3 RPS6 RPS9 RPSA RSL24D1 SCAMP5 SNRNP70 UBA52 UBA7 USP3 CHOI_ATL_ACUTE_STAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHOI_ATL_ACUTE_STAGE ETV1 KIR2DS4 LHX2 MAGEA3 MBD1 MET CHOI_ATL_CHRONIC_VS_ACUTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHOI_ATL_CHRONIC_VS_ACUTE_DN ANAPC16 ATP6V1A CGGBP1 CMTM6 CTDSP2 GTF3A HNRNPA3P1 HSPD1 IARS1 LBH LRRC8D MAT2B MDH1 NCOA3 PPP1CC SERBP1 SPTBN1 SUMO1 UBE2E1 CHOI_ATL_STAGE_PREDICTOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHOI_ATL_STAGE_PREDICTOR ATP5F1A C11orf21 CCDC90B CCT3 CD52 CFAP20 CMTM6 COMMD3 DESI2 DUT EIF5 FTL GMFB GORASP2 HSPA4 IL17RA MRFAP1L1 MTRF1L NAP1L1 NREP PLEKHA5 PLEKHJ1 PPP2R2A PRPF4B PUM2 R3HDM1 RAB5IF RALA RAPGEF2 RBBP4 RRAGC SEC11A SEC23B SINHCAF SLC25A46 SMIM19 SRPRB ST13 TARDBP TOMM70 TSPO TTYH2 UBE2E1 ZNF544 CHOW_RASSF1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHOW_RASSF1_TARGETS_DN ARL1 BCL3 BST2 CELSR2 CILK1 CREG1 DDB2 EBAG9 EEF1D EXOSC4 FOXO3 HSPA13 INO80B KLHL21 LRPAP1 LY6E NDUFS8 NINJ1 OPTN P4HB POLR2K PPIB PPP1CA PRKCSH PSMG1 PTPRN2 PYCR1 RNF114 RUNX3 SNRPD1 CHOW_RASSF1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHOW_RASSF1_TARGETS_UP ALCAM ARRB2 CARD8 CCL5 CHD1 COX7B DLG1 EIF4E FANCG FKBP15 GNPAT INSIG1 LSM3 MBNL1 MFAP1 MID1 PARP2 PCLAF PEX1 PNPLA6 RFC4 RRM2 RSRC2 SMC1A SS18 TTF2 CHO_NR4A1_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHO_NR4A1_TARGETS ABCC6 ABL2 ADAMTS10 ASNS ATF3 ATF4 AZGP1P1 BIRC3 CROCCP3 CTH DDIT3 EAF1 EXTL1 FUT7 GCNT3 GPR148 GRPEL2 HERPUD1 HLCS HMOX1 HOXD10 INSIG1 KDM5A NOS1 NOX4 PDCD1 PIGZ PPP1R15A RIPPLY3 S100G SLC3A2 TNNT2 CHUANG_OXIDATIVE_STRESS_RESPONSE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHUANG_OXIDATIVE_STRESS_RESPONSE_DN ADCY3 CCNA2 CHEK1 H4C3 NAB2 PLK1 PPP1R7 TUBA1A UBE2C UNG UTRN CHUANG_OXIDATIVE_STRESS_RESPONSE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHUANG_OXIDATIVE_STRESS_RESPONSE_UP CYP1B1 DDIT3 DKK1 EDN1 EGR1 EPS8L2 FAS FDXR GDF15 H19 HMOX1 HSPA1B JUN LIF LRP6 MIA2 MT1H MT1X NQO1 PLA2R1 PPP2CB PSMD12 PSMD3 RCBTB1 RPL38 SLC35B3 UTP25 ZBTB4 CHUNG_BLISTER_CYTOTOXICITY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHUNG_BLISTER_CYTOTOXICITY_DN ADD3 BIN2 C12orf76 CDC42EP3 CFP CSTA FBXO3 FBXO38 FKBP1A FOXP1 GAS7 GCA GRB10 H2AC6 HACD4 IGKC IGLC2 IRAK3 ITGB2-AS1 JPX KAT2B KIAA0513 MAML3 MAX MED13L MIR223 MNDA MTPN NBEAL2 NIN P2RX1 PCMTD1 PDK3 PDLIM1 PLCG2 PPM1A PRAM1 PRKCB RAP1GAP2 RBL2 RGS18 RIPOR2 SELL SLC40A1 SNAP23 SNN STK26 STXBP5 VCL ZBTB18 CHUNG_BLISTER_CYTOTOXICITY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHUNG_BLISTER_CYTOTOXICITY_UP ACP5 ADAP2 AKR1A1 ALDH6A1 AMBRA1 ANAPC11 ASMTL ATF5 ATOX1 BOLA2 BORA C1QB C1QC CBLB CCR5 CD3D CD81 CD86 CD8B CD96 CDKN1A CENPX CHCHD3 CHID1 CHTOP CISD2 CKS2 CLPTM1L CLTA CNDP2 COPS8 COQ5 COX5A CPSF3 CRIP1 CTSB CTSC CTSL CUEDC2 CYB5A DCP1B DDB2 DIABLO DUSP16 EHD4 ENSG00000187951 EOLA1 ETFB FABP5 FLVCR2 GALNT2 GCHFR GGA2 GMEB1 GNA15 GNLY GPR137B GZMB HAVCR2 HCFC1R1 HCST HNRNPA3P1 IGFLR1 ILVBL IRAK1 KLRC1 LCMT1 MCM5 MDC1 MED27 MICALL1 MIF4GD MIR155HG MRPL57 MRPL9 MRPS24 MT1E MT1F MYO7A N4BP2 NANS NTAN1 NUDCD3 NUP37 PAIP1 PBDC1 PCK2 PDE4A PGAP1 PGRMC2 PHYH PLIN2 PPP1R7 PSMB2 PSMC1 PSMD13 PSMD14 PSMD2 RAB13 RACGAP1 RALA RBBP8 RFK RTL6 SDC4 SDHA SEM1 SERPING1 SKA2 SLAMF8 SLC11A2 SLC1A4 SLC35B2 SLC43A3 SMIM12 SNAP47 SNX5 SNX9 SOD1 SUPT16H SYT11 SYTL3 TBL2 TCF12 THYN1 TIGIT TIMM23 TMED9 TNFAIP3 TPI1 TUBB4B USP11 WDR54 ZNF410 ZNF426 ZWILCH CHYLA_CBFA2T3_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHYLA_CBFA2T3_TARGETS_DN ABCA3 ABCG4 ACKR1 ACOT6 ACP1 ADGRL2 AGAP1 AGPAT3 AGPAT4 AGTR1 AHCYL2 AIFM2 ALAS2 ALDH1A1 AMPD3 ANK1 AQP11 ARHGEF25 ASNS ASPRV1 ATP7B BCAM BCL2L15 BDH1 BGLAP BLVRB BTNL10P BTRC C12orf29 C15orf48 C17orf99 C1QTNF12 C1orf198 C2orf69 C3orf80 C8orf88 CAMP CAMSAP2 CARHSP1 CARMIL3 CCDC74B CD177 CD82 CDR2 CELA1 CENPV CES2 CETN4P CHAC2 CHIA CHST10 CLCN2 CLDN4 CNN1 CNTF COL5A1 CREB3L2 CTSE CYP4F22 DCLK2 DHTKD1 DKKL1 DMTN DNAJB3 DNASE2 DUSP8 DYNC2I1 ELL2 EMC9 ENPP3 EPB42 EPDR1 ERFE EVI5 EYA4 FAM234B FCMR FHDC1 FHIT FN3K FNTB FZD7 GAL GAREM1 GBP6 GDPD1 GLS2 GML GNA14 GOLM1 GPC4 GPSM2 GSTP1 GTF2H4 H3-3A HEBP1 HOMER2 HPN HPSE2 IGF2R IGKV1D-33 IGSF3 IRF7 ISG20 KCNAB1 KEL KLF5 KLHDC8B KLK1 KRTCAP3 LCAT LCN2 LKAAEAR1 LMCD1 LMNA LPIN1 LRRC36 LTF LY6K MARCHF8 MARVELD2 MATCAP2 MBOAT2 MEGF9 METTL8 MFHAS1 MFSD9 MGLL MGST3 MLF1 MMP14 MMP8 MMP9 MXD3 MYL11 MYLK3 NAGS NEFH NFIA NIPA1 NQO1 NSMCE3 NTN4 NXPE4 OAS1 OASL OR10X1 OSGEPL1 P4HA2 PAQR4 PAQR9 PARM1 PC PCCB PDE4A PDIA2 PGAP3 PGAP6 PHLDA2 PHYHIP PIH1D2 PIK3R2 PLPP1 PLXDC1 PM20D2 PPM1L PPP2R5B PTK2 PXMP2 RAB3IL1 RADX RANBP17 REC8 RECQL4 RETNLB RFESD RGS7BP RHAG RHD RNF128 RTP1 RYK S100A8 S100A9 SAMD11 SCRN3 SEC14L2 SEMA6A SEPTIN4 SEPTIN8 SESN2 SH2D4A SH3TC2 SHISA9 SLC11A2 SLC12A4 SLC22A23 SLC25A51 SLC29A1 SLC30A10 SLC38A5 SLC38A9 SLC39A8 SLC41A3 SLC46A3 SLC6A20 SLC7A7 SLFN12L SMIM1 SORBS1 SPHK1 SPIRE1 SQOR TAC3 TARS3 TEX264 TFR2 TINAGL1 TKTL1 TLCD4 TMEM72 TNS1 TRAK2 TRIM10 TRIM17 TRIM2 TSPAN15 TSPAN33 TSPAN8 TSPO2 TTC39A TUBA8 UBAC1 UBLCP1 VAMP1 WDSUB1 WFDC21P WRN YAE1 YPEL4 ZBTB46 ZFP36L1 ZG16 ZNF316 ZNF703 ZNF821 CHYLA_CBFA2T3_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHYLA_CBFA2T3_TARGETS_UP AATK ABCD2 ABCG1 ACOD1 ADAP1 ADGRG3 ADGRL4 ADSS1 AFAP1L1 ALAS1 ALOX5AP ALPK1 ANK3 ANXA3 ANXA5 APP APPL2 ARHGDIB ARHGEF2 ARHGEF3 ARHGEF6 ARID5A ARL11 ARMCX4 AS3MT ASS1 ATP10A ATP13A2 ATP8B4 ATRNL1 B3GNT8 B4GALNT4 B4GALT6 BACE1 BCR BEX2 BPIFC C11orf54 C17orf50 C1R C1orf21 C1orf54 CABLES1 CALML4 CALR CASK CASP1 CCDC102A CCDC125 CCM2L CCND2 CD209 CD300LG CD34 CD48 CD93 CDA CDIN1 CDK5R1 CEBPB CEBPE CELF2 CEMIP2 CEROX1 CFAP57 CHD7 CHD9 CIDEB CLDN15 CLEC10A CLEC12A CLEC4D CLEC4E CLEC5A CPNE3 CRACR2B CSRNP1 CST7 CTF1 CTSC CTSG CUEDC1 CX3CR1 CXCR4 CXCR6 CXXC4 CXXC5 CYP2J2 CYTH4 DEPP1 DNMBP DNTT DOCK9 DRAM1 DSG1 DSTN DUSP2 EBF1 EBI3 EEPD1 EGLN3 EHD3 EIF4EBP2 ELANE ELOVL7 EMP1 ENDOU EPX ERN1 ERO1B ESAM EVI2B F10 F13A1 F2R F2RL2 F2RL3 FABP5 FBP1 FCGR2A FCGR2B FFAR2 FKBP11 FLT1 FNBP1L FNDC3B GADD45B GALK2 GAS7 GBP4 GBX2 GCA GCHFR GET1 GFI1 GFRA1 GGTA1 GMFG GMPR GOLGA5 GOPC GPR15LG GPR160 GPR171 GPR65 GPRC5A GPT2 GRIA3 GRPEL2 GSTM1 GYS1 GZMA GZMH H2BC17 H6PD HDC HES5 HIVEP3 HK3 HLA-DQA1 HNMT HOMER3 HOXB2 HP HPGD HPS3 HPSE HSD11B1 HSD17B1 HVCN1 ICA1 ID1 IDH1 IGLL1 IGSF6 IKBKE IL21R IL5RA IRF6 ITIH5 ITM2A ITPKB KALRN KCNIP3 KLF8 KLHL5 KLKB1 KLRB1 KRT18 KRT7 KRT80 LAPTM5 LBP LCP1 LDHB LDHC LDLRAD3 LGR5 LMO1 LPGAT1 LRP12 LTB4R LYZL2 MAN1C1 MAP3K15 MAST4 MCTP1 MCUB MDGA1 MEFV MFNG MFSD13A MGAM MGST2 MISP MOGAT2 MS4A3 MSANTD3 MTA3 MTF2 MYCT1 MYO7A NALCN NAV2 NCF2 NCF4 NEK6 NEMP1 NIM1K NKG7 NOSTRIN NOTCH3 NPL NR1H3 NRG1 NRG4 OLR1 OR2A14 OR5AC1 P2RX7 P2RY14 PAM PARD3B PARP8 PDE2A PELI2 PGAM1 PHF21A PIK3IP1 PKD1L3 PLCG2 PLD4 PLEK2 PLEKHA1 PLEKHA2 PLOD3 PLPP2 PLPPR3 POGLUT3 PPBP PPFIBP2 PPIA PPIC PPM1K PPP1R14A PPP1R3B PRG2 PRG3 PRKCQ PRODH PRSS16 PRSS57 PRTN3 PTGER2 PTGS1 PTPRJ PXYLP1 RAB11FIP5 RAB27A RAB27B RAB31 RAB44 RAG1 RALB RALGPS2 RAMP1 RASGRP2 RASSF8 RBPMS RHOB RHOBTB1 RHOQ RIN3 RNASE2 RNASE3 RNF180 RSPH9 S100A11 SCAMP5 SELPLG SEPTIN6 SERPINA3 SERPINB1 SERPINB10 SERPINB2 SGMS2 SH3BGRL2 SH3TC1 SIGLEC5 SLA2 SLAMF1 SLC16A9 SLC24A5 SLC28A2 SLC32A1 SLC35B4 SLC45A4 SLC4A8 SLC7A6 SLCO3A1 SLCO4A1 SLPI SMYD4 SNX24 SOCS2 SOX13 SPEF1 SPI1 SPNS3 SPTAN1 SPTBN1 SSTR2 STARD8 STING1 STOX1 STOX2 SUN2 TAF5L TBXA2R TCEA2 TCIRG1 TCN2 TDGF1 TEK TESMIN TET2 TF TFEC TGFBI THADA THNSL2 TIFAB TLE6 TLR12P TM6SF1 TMED3 TMEM119 TMEM141 TMEM144 TMEM150B TMEM38B TMEM53 TMOD1 TNFAIP8 TNFRSF12A TNFRSF1A TPM4 TREM1 TRIM45 TSC22D3 TSLP TTC39C TTPA UACA UBASH3B UCN UNC93B1 UPK3BL1 VAT1 VILL VPREB1 VPREB3 VSIG10L WLS ZC2HC1A ZNF124 ZNF226 ZXDC CLASPER_LYMPHATIC_VESSELS_DURING_METASTASIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CLASPER_LYMPHATIC_VESSELS_DURING_METASTASIS_DN BGN CDH11 CDH2 COL1A2 COL3A1 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 CXCL6 EMILIN2 FBN1 FOXC2 GPC1 JAM2 LAMA2 LOX LOXL1 LPAR1 LTBP1 LTBP2 NT5E PCOLCE PCOLCE2 RDX ROBO1 S1PR3 SDC1 SDC2 SEMA3C SYK TIMP1 TWIST2 VCAN CLASPER_LYMPHATIC_VESSELS_DURING_METASTASIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CLASPER_LYMPHATIC_VESSELS_DURING_METASTASIS_UP ADM AJUBA ANGPT2 CD200 CXADR EDN1 ENG ESAM F11R HOXB5 LEPR NECTIN2 PDGFB PIM1 SPRY1 TGFB2 TGFB3 THBS1 TNC UNC5B CLAUS_PGR_POSITIVE_MENINGIOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CLAUS_PGR_POSITIVE_MENINGIOMA_DN BACE2 BCL2 EDNRA FMNL3 FSTL1 HEG1 MAP4K4 MEGF9 NLN PDGFRB SOX4 TM4SF1 CLAUS_PGR_POSITIVE_MENINGIOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CLAUS_PGR_POSITIVE_MENINGIOMA_UP BLTP1 C4orf3 FAT4 NDUFA6 PEX11A PNMA8A SERPINB1 SLC24A3 SLC47A1 SNRPD3 CLIMENT_BREAST_CANCER_COPY_NUMBER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CLIMENT_BREAST_CANCER_COPY_NUMBER_DN CASP9 CHRNA9 KIF13B MTUS1 NRG1 PDGFRL PPP2R1B SOX7 CLIMENT_BREAST_CANCER_COPY_NUMBER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CLIMENT_BREAST_CANCER_COPY_NUMBER_UP BCL6 CCND1 CTTN EBAG9 ERBB2 ESRRG EXT1 FGF3 FGFR1 JAG1 KCNQ3 MTSS1 MYC PAK1 PREX1 PTPRT RBBP5 SLA SOX9 STK3 TG WNT3 WNT9B COATES_MACROPHAGE_M1_VS_M2_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/COATES_MACROPHAGE_M1_VS_M2_DN ADAM8 AHNAK2 AK4 AKR1E2 ALDOC ANG ANKRD37 ARG1 ARSK ATG4D ATP6V0D2 BNIP3 BST1 C1QB C1QC C1QTNF12 C5orf34 CBLB CD24 CD300C CD300LD CD5L CHIA COL20A1 CRIPT CTSK CYTIP EFHD2 EGLN3 ERO1A F10 F7 FAM177A1 FAM199X FAM241A FBLIM1 FLRT2 GASK1B GDF15 GPRC5B HILPDA HLA-A HLA-B HS6ST1 HSPA1A HSPA1B IGF2R IGHM IL18BP ITGB3 LBP LIN7C LRRC27 MCOLN3 MFGE8 MGST2 MYO1F PADI4 PDXDC1 PINK1 PKDCC PPP1R3E PRDX2 PROCR PTGER2 QRICH1 RGCC RIMBP2 RPGRIP1 RRAS2 SCD SH2B2 SLC2A1 SNHG6 SOAT1 THBS1 TJP2 TLR1 TMEM267 TULP4 UCHL1 VEGFA XDH ZNF616 COATES_MACROPHAGE_M1_VS_M2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/COATES_MACROPHAGE_M1_VS_M2_UP ABCA9 ABHD1 ACSS1 ACYP2 ADA AIF1 ALAD ARFGEF3 ARSB ATP6V0E2 AXL BCKDHB BLOC1S6 CADM1 CAP1 CAPN5 CBX6 CD59 CFH CLBA1 CNRIP1 COLEC12 COMT CRIM1 CXCL14 CXCR4 DST DYNLT1 EMC1 ENO2 FAM124A FAM135A FGD2 FILIP1L GALNT11 GATM GDA GJA1 GLO1 GNB4 HAUS2 HDDC3 HLA-DQA1 HMGN3 KCNJ10 LAMA3 LCORL LYPLAL1 MAF MALAT1 MARCKSL1 MARCO MSR1 NAT8L NRCAM OCEL1 OGFRL1 P2RY13 PIANP PIK3AP1 PLAAT3 PLBD1 PLXDC2 PPP2R5C PTGER3 RAB10 RAPSN RASAL2 RCBTB2 RCN1 RFX3 RPL14 SFI1 SLC35A1 SLC7A7 SLCO2B1 SRD5A3 TGFBI TIFAB TM7SF3 TOR3A TTC3 TUBB2B TXNIP ZNF616 ZNF724 COLDREN_GEFITINIB_RESISTANCE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/COLDREN_GEFITINIB_RESISTANCE_DN ACP3 ADAM28 ADAP1 ADGRF1 ADK AGR2 AIG1 AKTIP ALDH1A3 ANKRD22 ANXA9 AP1M2 ARAP2 ARFGEF3 ARHGDIB ATP2C2 ATP5IF1 B3GNT3 BICDL2 BIK BLACAT1 BLNK BSPRY C1orf116 C1orf21 C6orf132 CAB39 CAPN8 CAPS CCDC115 CCDC149 CCDC57 CCNG2 CDH1 CDH3 CDS1 CENPU CGN CLDN4 CLDN7 CLDN9 CNKSR1 COBLL1 COMT CRACDL CRYBG1 CRYBG2 CST6 CYP2J2 DAPP1 DDR1 DOK7 DST EHF ELF3 ELMO3 EMB ENDOD1 ENPP4 ENPP5 EPHA1 EPN3 EPPK1 EPS8L1 EPS8L2 ERBB3 ERP27 ESRP2 EXPH5 FAM110A FAM171B FAM3C FGD4 FGFBP1 FRMD4B FXYD3 GAB1 GALNT3 GCA GCNT2 GIRGL GNAS GPR160 GPR87 GRAMD1C GRHL1 GRHL2 GRHL3 GUCY1B1 GUK1 HMGCL HS3ST1 HSD17B7 IKZF2 ILRUN-AS1 IRF6 ITGB6 KALRN KANSL1-AS1 KCNMB4 KDF1 KIAA0040 KIAA1522 KLC3 KLK6 KRT15 KRT19 LAD1 LAMC2 LGALS9 LIMA1 LINC01135 LIPH LMO7 LNX1 LRATD2 LRG1 LSR MACC1 MAL2 MAPK13 MARVELD3 MBOAT1 MFSD6 MPP7 MPZL2 MPZL3 MROH1 MST1R MYH14 MYO1D MYO6 NECTIN4 NPNT OCLNP1 OVOL1 OVOL2 PDE5A PEG10 PIK3IP1 PITPNM3 PLEKHA7 PLEKHF2 PPL PRKCD PRR15L PRRG2 PRRG4 PRSS22 PRSS8 PSD4 PTK6 QSOX1 RAB11FIP4 RAB25 RAB38 RASEF RBM47 REPS2 RHOD RIPK4 RNF114 RNF141 S100A14 S100A16 SCAMP2 SCEL SESTD1 SH3BGRL2 SH3YL1 SLC1A1 SLC2A12 SLC35A3 SLC44A3 SMAGP SMIM22 SMIM5 SMPDL3B SPINK2 SPINT1 SPINT1-AS1 SPOPL SPTLC3 SRPX2 ST14 STAP2 STARD10 STK39 SVIL SYNE4 SYTL1 SYTL5 TACSTD2 TBC1D8B TC2N TJP2 TJP3 TMC4 TMC5 TMEM123 TMEM125 TMEM265 TMEM30B TMEM40 TMEM45B TMEM54 TMPRSS4 TSPAN1 TTC22 UNC13D USP44 VAMP8 VAV3 WDFY1 WEE1 WFDC3 WLS ZDHHC21 ZIK1 ZMYM6 ZNF429 ZNF43 ZNF468 ZNF506 ZNF600 ZNF649 ZNF681 ZNF818P ZNF91 COLDREN_GEFITINIB_RESISTANCE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/COLDREN_GEFITINIB_RESISTANCE_UP ACTR1A ADISSP ALDH1A1 ALDH1B1 ARL3 ARMH3 BMERB1 BMS1 BORCS7 C18orf21 CDH2 CDK5RAP2 CEBPG COPRS COX15 CRTAP CSGALNACT2 CTPS1 DLX1 DPH5 DZIP1 FBXO30 FSD1L GAS5 GOT1 IARS1 ID3 IDE IKBIP ITPRIP JAM3 KCTD15 KLHL15 KMT2B LIX1L MAP1B MDM4 MFSD12 MLLT11 NAA10 NAP1L1 NFKBIZ NOL8 NSMAF NXPE3 OLFM1 P3H1 PARVB PCGF6 PDCD11 PDHA1 POLRMT PPIF PPP2R1B PRELID1 PTPRG QPCT RABEPK RAD50 RFK RFLNB RHOQ SACS SELENOM SLC39A14 SLC47A1 SLC7A1 SOX12 SRRT SUPV3L1 TAMM41 TBL1X TIMM50 TMEM158 TRAF5 TRMT1 TRNT1 TTL TUB TWNK UBA2 UBE2M UCHL1 USP36 WDR62 ZEB1 COLINA_TARGETS_OF_4EBP1_AND_4EBP2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/COLINA_TARGETS_OF_4EBP1_AND_4EBP2 ABCB1 ABCC4 ABCG2 ABHD11 ACADM ACSL5 ADA ADAMTS1 ADGRG2 AGGF1 AIG1 AKAP12 ALDH2 ALDH7A1 ANG ANLN APTX ARFGAP2 ARMCX2 ASF1B ASNSD1 ATAD3A ATM ATP10D ATP1B1 AUP1 AURKB B2M BACE1 BAG1 BCAT1 BHLHE40 BICC1 BID BIRC5 BLVRB BMI1 BST2 C1R C1S C3 C4B C4BPA CA13 CAMK1 CCL5 CCN5 CCNA2 CCNB1 CCND1 CD14 CD302 CD59 CDC20 CDC25B CDC42SE1 CDH11 CDK8 CDO1 CDT1 CELF2 CENPH CENPK CHRAC1 CLTB CNMD COL2A1 CP CPT1C CR1L CREG1 CRYGS CRYZ CTSH CXCL6 DBF4 DBP DDAH1 DHRS1 DIAPH3 DLGAP5 DNAJC15 DNAJC19 DTD1 ECT2 EGFL6 EIF1AX EMB ENO2 ENO3 ESPL1 EXOC2 EXOSC8 EYA1 F3 FABP4 FABP7 FBXO5 FGF18 FGF7 FMNL3 FOXA1 FOXC1 FOXC2 FOXD1 FOXM1 FOXP1 FOXP2 FST FUCA1 FXYD5 GALM GALT GBP2 GBP4 GLA GLCCI1 GMNN GNG11 GPAA1 GPRASP3 GPX3 GPX7 GRK5 GRN GRWD1 HAT1 HAUS1 HDDC3 HELLS HEXB HLA-A HLA-B HLA-E HMMR HNRNPR HOXA2 HOXA5 HOXB2 HSDL2 ID2 ID3 ID4 IFI27L2 IFI35 IFI44 IFIT2 IFITM3 IFNGR1 IFT20 IGFBP2 IL13RA1 IL1RN ILF2 IMPACT IRF9 IRGM IRX3 ISG15 ISLR ITIH2 KAZALD1 KHDRBS3 KIF20A KIF22 KIF2C KRT10 KRT32 KYAT3 LAMP2 LBP LCN2 LGALS3BP LGALS8 LGALS9 LPAR6 LRRC40 LTBP2 LXN LY6E LY96 LYPLAL1 MAPRE2 MELK MFAP2 MFSD1 MGST1 MMACHC MME MMP3 MRPL23 MRPL37 MT1A MT2A MTREX NACC1 NAMPT NAT8B NDC1 NDC80 NDN NEK2 NEO1 NFIB NFKB1 NIT1 NNMT NPR3 NQO2 NR2F1 NRN1 NSG1 NUDT5 NUF2 NUSAP1 OASL2P ORMDL1 OSBPL3 OSR1 P2RX4 PAFAH2 PALS2 PAM PARP12 PARP3 PAX8 PBK PCBD2 PDE1A PDPN PERP PFDN1 PFKL PFN2 PGM1 PHKA2 PHKB PHLDA1 PHPT1 PIP4P2 PIR PLK1 PLOD2 PLPP3 PLSCR1 PNP PNRC2 POLA1 POLE POLR2D PON2 PON3 POSTN PPFIBP2 PPP1R3C PPP1R8 PRKCA PRMT5 PRRX1 PSMB8 PSMB9 PTGR3 PTPRF PWP2 PYCR3 RAB28 RACGAP1 RAD1 RAD51 RAD9A RAMP2 RAP2A RBM12 RBMX RCC2 RECK RFK RFX5 RIPK3 RNASE4 RNF113A RNF128 RSPO2 RTP4 S100A1 S100A13 SASH1 SCARA3 SCARB2 SDC4 SELENOW SESN1 SESN3 SFRP4 SHISA5 SIGMAR1 SKAP2 SLC12A2 SLC16A3 SLC29A1 SLC41A2 SLCO3A1 SMARCA2 SMPDL3B SNRPD1 SNRPE SNURF SOD3 SRPX SSPN STAT1 STC2 SUB1 SVEP1 TACC3 TBX1 TCEAL1 TCIRG1 TFPI TGM2 THBD THBS1 THOC1 TIMM10 TINAGL1 TM4SF1 TMEM47 TMEM53 TMEM97 TNFRSF11B TOP2A TOR1AIP1 TOR3A TPP1 TPX2 TRIM25 TRIM32 TRIM5 TRIM54 TSPAN17 TSPAN6 TTK TUT4 UBE2T UBQLN1 UPF3B USP18 VAMP3 VAMP5 VCAM1 VEGFB VIT WNT5A WNT5B XPO1 ZBP1 ZNF322 ZNF35 ZZZ3 COLIN_PILOCYTIC_ASTROCYTOMA_VS_GLIOBLASTOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/COLIN_PILOCYTIC_ASTROCYTOMA_VS_GLIOBLASTOMA_DN A2M ANXA2 BHLHE40 CHI3L1 COL4A3 CRYGS CSNK1A1 CTNNB1 DYNC1I1 EDNRB EGFR FMOD FN1 GPNMB NPC2 PGK1 PLIN2 POLR2C PRRX1 SLC30A9 SPP1 SQSTM1 TFRC TGFBI TIMP3 TRIM24 TXNRD1 ZFAND6 COLIN_PILOCYTIC_ASTROCYTOMA_VS_GLIOBLASTOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/COLIN_PILOCYTIC_ASTROCYTOMA_VS_GLIOBLASTOMA_UP ALDOC ANGPTL2 APOD ATP1A2 CPE DKK3 DNER EEF1A1 FTH1 GALNT13 GFAP GLUL GPRC5B HLA-A HTRA1 ITGA3 NLGN2 OLIG2 PDZD2 PLA2G2A PLEKHB1 RASSF2 RTN3 SCD SCRG1 SERPINA3 SERPINE2 SOD2 SOX10 SOX8 SPOCK1 TF TNFRSF21 TSPAN7 COLLER_MYC_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/COLLER_MYC_TARGETS_DN A2M CAVIN3 CCN2 CDKN1A COL3A1 NREP PDGFRA COLLER_MYC_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/COLLER_MYC_TARGETS_UP AHCY AK4 ASS1 C1QBP CCND2 CEBPZ CKS2 EIF5A FABP5 FBL G0S2 GPI GRPEL1 HDGF HSPD1 IARS1 NAMPT NCL ODC1 POLR2H PPIF SLC16A1 TFRC TRAP1 COLLIS_PRKDC_REGULATORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/COLLIS_PRKDC_REGULATORS C1D CASP3 CLU LIG4 MDC1 PPA1 PPP2CA PPP5C PRKCD PTPN1 TIPARP XRCC4 XRCC5 COLLIS_PRKDC_SUBSTRATES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/COLLIS_PRKDC_SUBSTRATES C1D CTDP1 DCLRE1C H2AX HSP90AA1 IGHG1 MYC PARP1 POLR2A POU2F1 RPA1 SNRNP200 SP1 SRF TP53 WRN XRCC4 CONCANNON_APOPTOSIS_BY_EPOXOMICIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CONCANNON_APOPTOSIS_BY_EPOXOMICIN_DN ABCA12 ABHD14A ACYP1 ADCY1 ADM AGPAT1 AK4 AKAP1 ALDH7A1 ALDOC ANAPC15 APRT ASCL1 ATP5MC1 AURKA AURKB BCKDHB BCL11A BIRC5 BUB1 C10orf95-AS1 C7 CADM1 CADPS CBX5 CCNA2 CD24 CDC20 CDH11 CDK1 CENPA CETN3 CHGA CHRDL1 CHRNA3 CLCN4 CMC4 COX17 CXCR4 CYB5A DACH1 DBI DHCR24 DHFR DLGAP5 DNASE1L1 DNPH1 DOK4 DPY19L1 DUSP7 EID1 ELMO1 EMILIN1 ENSG00000291006 ESPL1 ESRRG ETV1 EXOSC9 FABP5 FZD2 GDF11 GM2A GNG11 GTF2H5 H1-10 H2AZ2 H4C12 H4C3 H4C9 HDAC9 HK2 HMGB2 HMGN2P9 HMGN3 HMMR ICA1 IGSF3 IL7 INSIG1 KCNMA1 KIF23 KIFC1 LAGE3 LDHA LDOC1 LIMK2 LINC00847 LMO1 LMO3 LRRN3 LSM2 LSM7 LUM MAB21L1 MAD2L1 MAOA MAP2K6 MARCKS MARCKSL1 METTL7A MFAP4 MFSD10 MIR124-1HG MKI67 MLLT3 MTUS1 MXI1 MYB MYC MYCN MYOF NDUFA2 NDUFB1 NDUFB6 NELL1 NFE2L3 NFIB NHP2 NME4 NREP NUDT1 PCLAF PCOLCE PDGFRA PDGFRL PDK1 PEBP1 PFKP PHOX2B PLK1 PLPPR4 POLD1 POLR2L PPEF1 PPFIA4 PTTG1 PTX3 RAPGEF4 RGS13 RGS4 RLN2 RPA3 RPH3A RPS6KA2 RTL8C RTN1 S100A4 SCHIP1 SIX3 SLC18A1 SLC1A1 SLC6A2 SMAD6 SNRPG SORL1 SPC25 SPRY2 SPTSSA STMN1 TBC1D30 TENM4 TFAP2B TFRC TMEM158 TMSB10 TMSB15A TMSB4X TMX4 TNFAIP6 TOP2A TRAPPC6A TSPOAP1 TWIST1 UBE2C VCAN VSNL1 CONCANNON_APOPTOSIS_BY_EPOXOMICIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CONCANNON_APOPTOSIS_BY_EPOXOMICIN_UP ABCG1 ABHD3 ABLIM3 ACADVL ACHE ACTA2 ADRM1 AKAP6 AKR1C1 AKR1C3 ALDH1A2 ANXA2 AQP3 ARHGEF2 ATF3 ATP2B4 BAK1 BBC3 BCL2L11 BLVRB BSCL2 C11orf80 C18orf25 C1S CALCA CAMK2G CAP2 CASP7 CCNT2 CCPG1 CD44 CDK11B CDKN1A CDR1 CEBPB CEBPG CEP170B CHM CLTB CLU COL16A1 CREB5 CREM CTH CYB5R1 CYP4F2 CYP4F3 DAP3 DDIT3 DGKE DHRS3 DNAJB1 DNAJB2 DNAJB4 DNAJB6 DNAJC2 DOK1 DTNA DUSP1 DUSP3 DUSP4 DYNC1H1 DYNC1I1 EIF5 ELL2 ENSG00000275616 EPB41 EPCAM F2RL1 FAS FAT1 FILIP1L FLNC FOS GABARAPL1 GADD45A GADD45G GCLM GDF15 GDF7 GEM GLA GLRX3 GLS GOSR2 GPX3 GSR GTF2A1 HEG1 HMOX1 HSPA1A HSPA4 HSPA4L HSPA6 HSPA9 HSPB1 HSPH1 ICAM2 IDE IFRD1 IL11 IL15 IL6R INPP5D ITGA7 JMJD6 JUN KCTD20 KIAA0319 KIAA0930 KIF1B KITLG KLF6 KLHL21 LAMP3 LDAF1 LGALS8 LIN37 LMNA LMO2 LPXN LRIG1 MAFF MAGEB1 MAP1A MAP1B MAP1LC3B MAP2 MAP3K14 MBOAT7 MDM2 ME1 MEST MICB MIR22HG MSX2 MXD1 N4BP2L2 NACC2 NEAT1 NQO1 NQO2 NSFL1C NTS NUCB1 ORC3 P4HA2 PALLD PCSK1 PCYT1A PCYT1B PDLIM3 PGF PHKG2 PHLDA2 PHTF1 PLAAT3 PLAT PLD3 PLK2 POLR3C PPP1R15A PRDM2 PRKCZ PRSS12 PSMA5 PSMD1 PSMD11 PSMD12 PSMD13 PTPRN PXDC1 RAB21 RAB36 RFPL1 RHBDD3 RIT1 RRAD SAT1 SEL1L3 SERPINB8 SERPINE1 SERPINH1 SKIL SLC12A4 SLC16A3 SLC38A6 SLC3A2 SLC7A1 SLC7A11 SLC7A5 SLCO3A1 SMG1 SMOX SNRK SPATA2 SPP1 SQSTM1 SRP19 SSX1 SSX2 STIP1 STK17A STX16 STX6 SUSD5 SYCP2 SYNJ2 SYT2 TAC1 TAF13 TGFBR2 THBS4 TMF1 TNFRSF10B TNFSF9 TNKS TNPO2 TOM1 TOP3B TSPAN9 TSPYL2 TTC1 TTC39A TUBA4A UBE2H UBFD1 UBR4 UFD1 UPP1 WARS1 WWTR1 YKT6 ZFP36 ZFR ZNF10 ZNF185 ZRSR2 ZYX CONRAD_GERMLINE_STEM_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CONRAD_GERMLINE_STEM_CELL DAZL DDX4 DPPA3 ESX1 FSTL1 SAT1 SPAG9 STRBP TSGA10 TSGA13 TSPY1 TSPY2 ZP3 CONRAD_STEM_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CONRAD_STEM_CELL AKT3 CD9 CXCL5 DKK3 DNMT3B DPPA2 DPPA4 ELOVL6 GABRB3 GDF3 GJA1 HSPA4 KLF4 KLF5 LIN28A LIN28B MYBL2 MYC MYCBP NANOG PHC1 PHTF2 PIWIL2 POU5F1 POU6F1 PROM1 PRRX1 RET REXO1 RHOXF1 SALL2 SOX2 TEP1 TERF1 TINF2 TTLL4 UTF1 ZFP42 ZNF436 CORONEL_RFX7_DIRECT_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CORONEL_RFX7_DIRECT_TARGETS_UP ABAT ARL15 ATOSA ATRX CABIN1 CAT CCND1 CCNG2 CDK4 CIC DIP2A DOLPP1 DSE EMC9 FAM111A HNRNPUL2 INTS3 IP6K2 KLF9 MAF MXD4 NRSN2-AS1 OTUD5 PDCD4 PI4K2A PIK3IP1 PIK3R3 PTMS RAB40B RAP2A REV3L RFX5 RMND5A RPS6KA5 SESN3 SLC43A2 TOB2 TOP2B TP53INP1 TSC22D1 TSPYL1 TSPYL2 UBE2H XRCC1 CORRE_MULTIPLE_MYELOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CORRE_MULTIPLE_MYELOMA_DN ACAN ALDH7A1 BARD1 BLVRA CADPS2 CCN4 CDCA5 CH25H CNKSR3 COL11A1 COLEC12 CXCL12 EYA2 EZR FBLN1 FBXO6 FNDC1-AS1 FOS FZD1 GAS1 HOXA10 HOXA9 HS3ST3B1 IGF1 IMPA2 INSIG1 KIF21A LAMA2 LAPTM5 LIN7A LINC00840 LPAR1 LRIG3 MAF MAMDC2 MEOX2 MME NEK2 NLGN4X NPR3 OLFML3 PENK PLCL1 POTEKP PRRT2 PTGR3 RBP4 RPL39L SELENBP1 SETBP1 SLC1A3 SPATA1 SULF2 TCEA3 TENT5B TMEM119 TNFRSF19 TRIM59 ZFP36L2 CORRE_MULTIPLE_MYELOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CORRE_MULTIPLE_MYELOMA_UP AADAC ABCA6 ADAM23 ADAMTS12 ALDH1A3 ANGPTL4 ANKRD1 AREG ATXN1 C15orf48 C2CD4A CD200 CDKN2A CLCN4 CLDN11 COL13A1 CREM CSGALNACT1 DMD DPP4 DPPA3 EIF4EBP1 EXOC6B FAM167A FAM43A GATA6 GCKR GDF15 GLRX HGD IL1B INKA2 ITGA2 ITIH4 KCNT2 KCTD16 LINC01114 LINC01694 LINC02615 LMO2 LZTS3 MAFF MAP4K3-DT MARCHF4 MYCT1 MYO1D NALF1 NLRP1 NRXN3 OTULINL PCDH10-DT PDE10A PDGFRL PLAT PSPH PTGIS PTPRR RBMS3-AS3 RGS4 RGS7BP RHOJ RNF145 SAMSN1 SCG2 SEPTIN9 SERPINB2 SERPINE1 SLC22A23 SLC24A3 SLC25A23 SLC7A5 SNX25 TFPI TLR4 TNFSF4 TRAV8-3 USP53 VEPH1 ZNF582-DT COULOUARN_TEMPORAL_TGFB1_SIGNATURE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/COULOUARN_TEMPORAL_TGFB1_SIGNATURE_DN ABCB1 ABCC3 ACSL3 ACVR1 ACVR1B ALAS1 ALCAM ALDH1A1 ALDH3A2 ALDOB ARHGAP6 ARID3A ARID5B BAG3 BMPR2 C1orf115 CA8 CBS CCDC85A CDA CHKA CHP1 CLUH COL18A1 CPN1 CTNND1 CXADR CXCL12 CXXC5 CYP3A7 CYP51A1 DDX28 DEPDC7 DGAT2 DHCR24 DHCR7 DHRS1 DUS1L DUSP3 DUSP6 DYRK3 ENTPD5 EPS8L2 ERRFI1 FARSB FDPS FGF8 GADD45A GADD45B GADD45G GCNT2 GJB2 GK GLUL GPD1 GPT GRHPR GSDMD GSE1 GSS GSTA1 GSTO1 H2BC15 HABP2 HAMP HCN2 HCRT HIPK2 HMGA2 HMGCS1 HPGD ID2B IDH1 IGFBP3 IGFBP4 IRF2BPL JAG1 LDLR LGALS3 LPIN2 LRP1 MAPRE3 METTL26 MOSPD3 MSMO1 MSRB1 NDEL1 NFKBIA NHERF1 NSMCE3 OSGIN1 PCDH1 PCYT2 PLPP3 PPFIBP2 PRG4 RAB17 RAPGEF2 RASSF5 RELB REX1BD RHOB RSC1A1 SCP2 SELENBP1 SELENOP SERINC2 SERPIND1 SH3BP2 SLC23A2 SLC25A13 SLC25A37 SLC26A1 SLC2A8 SLC35C1 SNAI1 SORBS2 SPPL3 SPRR1A SREBF2 STOM STX5 SULT1E1 SVIL TGM1 TM7SF2 TMEM127 TNK2 TP53INP1 TRIB3 TSC22D2 TSPYL2 TTC39C UBE2L6 UGT2B10 UGT2B15 ZFP36L2 ZSWIM4 COULOUARN_TEMPORAL_TGFB1_SIGNATURE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/COULOUARN_TEMPORAL_TGFB1_SIGNATURE_UP AFP ALS2 AMD1 ARHGAP29 ASNS BCL2L14 BCL3 BHLHE40 BTG1 C9orf72 CCN2 CHMP4C CLDN4 CLIC4 CPD CRCT1 CSNK1E CXCL1 CXCL10 DDIT4 DDR1 DHX32 DUSP4 EMD EPG5 ERGIC1 EXOC7 FCHO2 FGD6 FOSL2 FOXQ1 GGA3 GJA5 GNG13 GRB7 GTSE1 HMBS HMGXB4 HSPA4 IDI1 IER3 IFNGR1 IKBKE IMPACT IQGAP1 ITGA6 KCTD3 LGMN LIMA1 LMO7 LPGAT1 MAL2 MAML2 MAP3K20 MOK NAB1 NBEAL1 NCS1 NET1 NFE2L2 NGF NKAPD1 NRP1 PALMD PDCD10 PDGFA PDLIM7 PICALM PIGH PIP4K2B PLAT PLEKHA3 PMEPA1 PRUNE1 RASSF8 RBM47 RPS6KC1 SERPINE1 SGK1 SKIL SLC20A1 SLC29A1 SLC35D2 SLC40A1 SLC48A1 SLC6A8 SMAD7 SMURF2 SOX4 SOX9 SPATS2L SPPL2A SPRR3 SQLE TBC1D1 TBCEL TEX10 TFPI2 TGFBR1 TGIF1 TMSB4X TMX2 TNFRSF1B UAP1L1 UBR2 UNC5B VCPIP1 VIM ZCCHC10 COWLING_MYCN_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/COWLING_MYCN_TARGETS ALPK2 ANO4 AP1S3 APH1B B4GALT4 BMPER CNN1 COL11A1 COPZ2 COX7A1 CPEB1 CPXM2 CRYAB DDAH2 DSEL FBLN5 GALNT9 GREM1 GRIA3 HSPB2 IGFBP5 LBH MFGE8 MMP10 MMP3 MYL5 MYL9 NLRX1 ODAPH PBX3 PRR5L PRSS30P PVALB RND2 SAMD9L SHOX2 SLC16A2 SPP1 STMN2 SYNC TAGLN TK2 TUBB2A CREIGHTON_AKT1_SIGNALING_VIA_MTOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CREIGHTON_AKT1_SIGNALING_VIA_MTOR_DN ALDOA ATP6AP1 ATP6V0B ATP6V0C ATP6V1F CIB1 CTSA DHCR7 GOT1 GPI KRT8 MIF MRPS7 PAFAH1B3 PFKL PPP2R1A PPP4C RGL2 TNFRSF12A TOM1 TSPAN1 TUBB4B YWHAB CREIGHTON_AKT1_SIGNALING_VIA_MTOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CREIGHTON_AKT1_SIGNALING_VIA_MTOR_UP ADIPOR1 AKT1 ARHGEF16 BIK BRMS1 BSG CDC34 CDK16 CLDN3 CLSTN1 CORO1B CYB561 DDR1 DUSP10 GPX4 HNRNPAB KCTD5 LASP1 MMP15 MVK NECTIN2 NEDD8 NEU1 PMPCA POR PRKCD RNF126 SLC37A1 SPINT1 SYNJ2BP TJP3 TMED10 TOLLIP UBE2M CREIGHTON_ENDOCRINE_THERAPY_RESISTANCE_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CREIGHTON_ENDOCRINE_THERAPY_RESISTANCE_1 AARS1 ABAT ABCA12 ABCC13 ABI2 ACSS3 ACTMAP ADAMTS19 ADCY1 ADCY3 ADGRG6 ADISSP ADK ADSL AFF3 AGR3 AHNAK2 AIDA ANKRD28 ANP32B ANXA6 AP1S2 APBB2 APEX1 AREG ARHGAP24 ARHGAP36 ARHGEF2 ARID2 ARL2 ARL4A ARMC10 ARMCX1 ARMT1 ARPC5 ASNS ASPM ATF5 ATIC ATP5PO ATP8B2 ATRNL1 ATXN1 AURKB BARD1 BATF BBIP1 BCL11B BCL2 BCS1L BDH2 BMERB1 BMP8B BMPER BTG2 BZW2 C19orf48P C1QTNF6 C1orf226 C8orf88 CA12 CA2 CAD CADM1 CALCR CALHM2 CAMTA1 CAP2 CAV1 CBL CCDC112 CCDC18-AS1 CCDC83 CCDC85B CCNB1IP1 CCNB2 CD99 CDC25B CDH3 CDK2 CDK4 CDKN3 CELSR2 CENPF CEP68 CHMP4A CHROMR CISH CLK2 CMSS1 COL12A1 COL4A5 COL4A6 COL5A1 COMMD6 COPS2 CPNE1 CRISPLD2 CSTA CXCL12 DAXX DAZAP1 DCAF4 DCTPP1 DDX27 DENND5A DHPS DHRS7 DHTKD1 DHX33 DKK1 DLC1 DMKN DNAJC12 DOCK8 DOK7 DPH5 DSCAM DSCAM-AS1 DSP DST DTD1 DTNA DUSP23 DUT DYNLT3 E2F6 ECI2 EEIG2 EFHD1 EGR3 EIF2S1 EIF3M ELAPOR1 ELAPOR2 ELF1 ELOVL2 ELOVL2-AS1 ELP2 ELP6 EMB EMP2 ENPEP ENTREP1 EPPK1 EPS15L1 ERBB4 ERC1 ESD ESR1 ESYT1 EVL FADS3 FAM120AOS FAM178B FAM83B FARSB FAXDC2 FBL FBXL6 FEZ1 FGFR2 FHL1 FKBP3 FKBP4 FKBP5 FLNA FLNB FREM2 FRMD6 FSTL3 FTO FUT8 FYB2 GAS5 GATA3 GATA3-AS1 GFRA1 GINS1 GINS3 GOLIM4 GPATCH4 GPER1 GPRASP2 GPX8 GREB1 GRIA2 GSTK1 GSTZ1 GTF3A GTPBP3 H2AJ H4C12 HACD1 HAUS4 HDAC11 HDDC2 HELZ2 HEY2 HIRIP3 HMCN1 HMGB2 HMGN4 HMMR HNRNPA0 HNRNPA1P3 HOMER3 HOXC6 HPRT1 HPS3 HSPB1 HUWE1 IGF1R IGSF1 IL1RN IMPDH2 INPP4B IPO5 IQGAP3 IRS1 IRX2 IRX4 ISOC1 ITGA2 JAK1 JARID2 JDP2 JPX KCTD15 KIF20A KIF3C KIF4A KLHDC3 KLK10 KLK11 KRT17 KYNU L1CAM LAMP2 LARGE1 LDLRAD3 LDOC1 LGALS1 LGALS7 LIG3 LINC00052 LINC00992 LINC01087 LINC02986 LMBR1 LPCAT1 LRRFIP2 LTBP1 LYPD1 LYPD6 MAMLD1 MAP3K1 MAP4 MAPKAPK2 MAPT MARVELD1 MB21D2 MCM3 MCM4 MCM7 MDFIC MDP1 MEGF6 MEST METTL3 METTL7A MEX3C MGP MID1IP1 MIS18BP1 MMS19 MREG MRPL24 MRPL51 MRPL52 MRPS21 MSI2 MSRB2 MTHFD1 MYBL1 MYC MYO5A MYOF NAALADL2 NAB2 NADSYN1 NALF1 NAP1L2 NAT10 NBDY NBPF9 NDUFAF4 NECAB1 NHP2 NHP2P2 NLN NOB1 NOP53 NOP58 NPY1R NR2C2AP NR2F2 NRARP NRCAM NRIP1 NTAN1 NUAK1 NUDT21 NUSAP1 NXT1 OGT OLFM1 OS9 OSBPL6 OSR2 PA2G4 PABPC1L PABPC4 PABPN1 PAICS PALLD PAPSS1 PARP1 PAWR PBX1 PCK2 PCP4 PDCD4 PDZK1 PGR PHF19 PIP4K2A PISD PKIB PLCB1 PLP2 PMP22 PMVK POLD2 POLR1G POLR1H POT1 POTEM PPAN PPM1K PPP1R18 PPP1R1C PPP1R35 PPP2R3A PPP2R5E PRDX6 PRLR PRMT2 PRMT5 PRORP PROSER2 PRR11 PRSS23 PTBP1 PTEN PTGER4 PTPRG PTTG1 PYROXD2 QSER1 RAB29 RAB30 RAB31 RALGPS2 RAMP3 RBBP8 RBM8A RBMX RBPMS RBSN RERG RHBDF2 RHNO1 RHOBTB3 RIDA RIMS2 RIPK2 RMI2 RMND1 RNF168 RNF44 RPL19 RPL22L1 RPS12 RPS23 RPS4X RPS9 RRP1B RRS1 RSRC1 RSU1 RTN2 RWDD2B SARS1 SCUBE2 SDAD1 SEMA3B SEMA3D SEMA6A SFXN2 SFXN3 SGF29 SGK3 SGPP1 SH3BP5 SHMT2 SIAH2 SIAH2-AS1 SIGLEC15 SLC24A3 SLC27A6 SLC29A1 SLC35F6 SLC37A4 SLC38A1 SLC38A2 SLC39A6 SLC5A6 SLC7A1 SLC7A2 SLX4IP SMIM30 SMYD3 SNAI2 SNHG29 SNHG32 SNHG6 SNHG7 SNRPD2 SNRPE SNX10 SNX24 SOCS2 SOGA1 SOX12 SOX3 SP2-AS1 SPIN1 SRGAP2 SRM ST13 STARD13 STC2 STMN3 SULF1 SULT2B1 SUPT16H SVIL SYBU SYNPO2 SYT1 SYTL2 SYTL4 SYTL5 TAF3 TBC1D5 TBC1D9 TBCB TBL1X TCAF1 TCEAL1 TCEAL4 TEAD4 TET2 TEX10 TFAP2C TGIF2 THSD4 THYN1 TIAM1 TKFC TMEM164 TMEM64 TMPRSS3 TNNT1 TNPO2 TOP1MT TP53 TPBG TPD52L1 TPM3 TPX2 TRIM59 TRPC6 TTL TTLL12 TUBB TUBB6 UBA5 UBAP2 UBE2C UBE2E2 UBE2S UBE2T UBQLN4 UGDH UNG UTP14A UTP14C VEPH1 VPS72 VXN WASF1 WDR4 WDR89 WWP1 WWP1-AS1 XIST XRCC5 YDJC ZBED3 ZBTB10 ZBTB2 ZCCHC24 ZFP1 ZIC2 ZMIZ2 ZNF114 ZNF121 ZNF22 ZNF385B ZNF516 ZNF703 ZNF711 CREIGHTON_ENDOCRINE_THERAPY_RESISTANCE_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CREIGHTON_ENDOCRINE_THERAPY_RESISTANCE_2 ABHD6 ABITRAM ABLIM2 ACTR6 ADGB AGBL2 AGO2 AIFM2 AIG1 AK7 AK8 AK9 AKAP14 AKNA ANKS1A API5 APOLD1 ARHGAP39 ARHGEF4 ARL4C ARL6 ARMC2 ARMC3 ATP9B AZU1 B4GAT1 BAIAP2-DT BBOF1 BBS12 BBS5 BLTP3A BMAL2 BRD3OS C11orf16 C16orf46 C16orf54 C17orf97 C2orf50 C2orf74-DT C4orf47 C5AR1 C7orf57 C8orf48 C9orf24 CABCOCO1 CACUL1 CAMK2G CAMSAP1 CAPS CAPS2 CAPSL CC2D2A CCDC113 CCDC121 CCDC138 CCDC191 CCDC30 CCDC39 CCDC40 CCDC65 CCDC74A CCDC78 CCDC87 CCDC89 CCDC96 CCNO CCP110 CCT6B CDC20B CDK20 CDK2AP2 CDK5R1 CDKL3 CDKN2D CEP112 CEP120 CEP128 CEP19 CEP350 CEP41 CEP43 CEP70 CEP78 CEP85 CETN2 CFAP107 CFAP119 CFAP126 CFAP157 CFAP20 CFAP206 CFAP20DC CFAP210 CFAP221 CFAP251 CFAP276 CFAP298 CFAP299 CFAP300 CFAP36 CFAP43 CFAP45 CFAP46 CFAP52 CFAP53 CFAP57 CFAP69 CFAP70 CFAP90 CFAP91 CFAP92 CFAP95 CHRM4 CIAO1 CIPC CLBA1 CLHC1 CLUAP1 CMPK2 CNTRL COCH COG7 COPB2-DT COPRS CPLANE1 CRACDL CRY1 CYB5D1 CYP2U1 CYTH3 DCTN2 DDX25 DENND6B DHFR DNAAF1 DNAAF10 DNAAF3 DNAAF4 DNAAF6 DNAH11 DNAH12 DNAH5 DNAH6 DNAH7 DNAI1 DNAI3 DNAI4 DNAI7 DNAJB13 DNAJC27 DNAJC9-AS1 DNAL1 DNAL4 DNALI1 DPCD DRAIC DRC1 DRC3 DUSP19 DYNLRB2 DZANK1 DZIP1 E2F7 EFCAB12 EFCAB2 EFCAB6 EFHB EFHC1 EFHC2 ELOA-AS1 EML1 EML6 ENDOG ENKUR ENSG00000291006 EPOR ERCC1 ERCC4 FAM149A FAM163A FAM181B FAM229B FAM81B FANK1 FBXL13 FBXO15 FCHSD2 FOXJ1 FOXN4 FRMD8 FSD1L GAPVD1 GBP1 GIHCG GLIPR2 GOLGA2P5 GON7 GPATCH2L GPM6B GPR107 GPR137B GPX8 GSKIP H3-3A HAGLR HEATR3 HECTD1 HERC2 HES6 HMOX1 HSP90AA1 HYLS1 IFIT2 IFT22 IFT27 IFT43 IFT52 IFT57 IFT74 IFT81 IFTAP IK INSIG1-DT IQCG IQCH IQCK IQUB IRF1-AS1 ISCA2 ISM1 JAZF1 JHY KCNE1 KIAA1549 KIF24 KIF3A KIF6 KIF9 KLHDC9 KLHL41 LCA5L LHX2 LINC01128 LINC01588 LINC03086 LINGO1 LRP2BP LRRC10B LRRC23 LRRC27 LRRC46 LRRC49 LRRK1 LRTOMT LRWD1 LY6H LZTFL1 MACROH2A1 MAK MAP3K19 MAP3K2-DT MAP6 MDH1B MDM1 MDM2 MEIG1 MELTF MELTF-AS1 MICOS10 MIR449A MIR548N MIR646HG MKX MLF1 MOK MORN2 MORN5 MRNIP-DT MSL3 MST1 MTF1 MUC12 MYCL MYH10 NAA38 NACC2 NCBP3 NEK11 NEK2 NEK4 NEK5 NETO2 NGEF NGRN NIPSNAP3B NME5 NOD2 NPHP1 NPHP4 NPTX2 NRAV NUDC OASL ODAD1 ODAD2 ODAD4 ODF2 ODF2L OTUD4 OTUD7B P4HTM PAQR4 PAQR8 PASK PAXIP1-DT PCM1 PCSK6 PFN2 PHF10 PHF7 PHOSPHO2 PHTF1 PIERCE1 PIFO PIH1D2 PITPNM1 PKIG PLK4 PNMA1 POC1A POMT1 PPIL6 PPM1E PPP1R32 PPP6R3 PRPS2 PRR29 PSIP1 PSMB8-AS1 PSME2 PSMG3-AS1 PTPN22 PURA RAB15 RAB36 RAB9B RABL2B RADIL RALGPS1 RANBP9 RASAL2 RASSF1 REEP1 REV3L RFX2 RFX3 RHEBL1 RIBC1 RIBC2 RINT1 RMI1 RNF182 RNF32 ROPN1L RPGR RPGRIP1L RSAD2 RSPH1 RSPH14 RSPH4A RSPH9 SAMD15 SANBR SAXO2 SAYSD1 SCARA3 SDHA SEC61A2 SERPINI2 SHANK2 SHROOM2 SLC20A1-DT SLC25A14 SLC31A2 SLC41A1 SLC4A8 SMIM15-AS1 SNHG10 SNTN SPA17 SPACA9 SPATA17 SPATA33 SPATA6 SPATS2 SPEF1 SPEF2 SPOP SRGAP3 SRI SRP68 ST7 STIL STON2 STOX1 STPG1 STRBP SUZ12 TAFA2 TBC1D24 TBC1D31 TCF7 TEKT1 TEKT2 THBS3-AS1 THORLNC TMCC1 TMEM106C TMEM121 TMEM231 TMEM232 TMEM67 TOGARAM1 TOGARAM2 TP73 TPPP3 TRAF3 TRIM22 TRIM24 TSGA10 TSPAN2 TTC12 TTC21A TTC26 TTC29 TTC30A TTC30B TTC7B TTLL6 TUB TUBB4B TUBG1 TXLNA TYRO3 UNC119B USP13 USP32 VDAC3 WDPCP WDR38 WDR49 WRAP73 XAF1 ZBBX ZBTB21 ZBTB25 ZC2HC1C ZFAND4 ZFP36L2 ZHX3 ZMYND10 ZNF20 ZNF200 ZNF271P ZNF295-AS1 ZNF346 ZNF432 ZNF497-AS1 ZNF599 ZNF606 ZNFX1 CREIGHTON_ENDOCRINE_THERAPY_RESISTANCE_3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CREIGHTON_ENDOCRINE_THERAPY_RESISTANCE_3 ABCC3 ABHD17C ACAA1 ACACA ACAD8 ACADM ACBD3 ACER3 ACOX1 ACSL3 ACVR1C ACVR2A ADAP1 ADD3 ADGRF1 ADGRL2 ADRB1 AGAP1 AGFG2 AGTR1 AHR AIFM2 AK1 AK3 AKAP12 ALAS1 ALDH1A3 ALG1 AMIGO1 AMPD3 ANKMY2 ANKS6 AOC1 APOL6 APOO APPL2 ARFGAP3 ARFGEF2 ARFGEF3 ARHGAP26 ARHGAP27 ARHGAP44 ARHGAP5 ARHGEF28 ARPC5L ASAH1 ASIC1 ASPH ATG16L1 ATG4A ATP10B ATP1B1 ATP2C2 ATP6V0B ATP7B ATP8B1 ATP8B4 ATPAF1 AUTS2 B3GALT5 B3GNT3 B3GNT7 B4GALT4 B4GALT6 BAALC BACE2 BAIAP2L1 BBS4 BCAS1 BCAT1 BDH1 BDKRB2 BDNF BEND7 BHLHA15 BICDL2 BID BIN1 BLCAP BMAL2 BPIFA1 BPIFB1 BRPF3 BTG1 BTG3 BZW1 C1GALT1 C1QTNF3 C1orf116 C2orf72 C3 C3orf70 C4BPA C4orf19 CALML4 CAPN2 CAPN5 CAPS CASP7 CAST CAT CCDC160 CCDC186 CCDC68 CCN2 CCN3 CD164 CD46 CD55 CD63 CDADC1 CDC14B CDC42EP3 CDH26 CDRT4 CDS1 CEACAM1 CEACAM5 CEACAM6 CEBPB CENPV CFAP44 CFB CGN CHD9NB CHN2 CHUK CIB1 CIBAR1 CITED2 CLDN12 CLDN23 CLGN CLIC5 CLINT1 CLMN CMPK1 CNDP2 CNOT11 COG6 COL2A1 COPZ2 CORO2A CP CPD CPEB4 CREB3L2 CRIM1 CRIM1-DT CRIP1 CRISP2 CRISP3 CRYBG3 CRYM CSRNP1 CTNNAL1 CTSL CTSLP8 CTSS CTSV CTTNBP2 CXADR CXCL17 CXCL8 CYB5A CYP1B1 CYP2C18 CYP3A5 CYSRT1 DAP DAZAP2 DBI DCBLD1 DENND2D DESI2 DGLUCY DHCR24 DMXL2 DNAAF11 DNAJC3 DOCK11 DOCK9 DPY19L2 DRAM1 DRAM2 DSCR8 DTWD1 DTX4 DUSP4 DUSP6 DYRK2 EAF2 ECHS1 EEPD1 EFNA5 EHF EIF2AK3 EIF4EBP2 ELF5 ELL2 ELMO1 EML4 ENC1 ENSA ENSG00000288658 ENTPD3 ENTPD4 ENTPD7 EOGT EPAS1 EPB41L4B EPN3 EPS8L2 ERCC1 ERCC3 ERLEC1 ERLIN1 ERMP1 ETAA1 ETFDH ETNK1 ETV6 EVI5 EYA2 F5 FAM107B FAM110C FAM114A1 FAM118B FAM13A FAM171A1 FAM199X FAM217B FAM3C FAM83A FBN2 FBXO32 FBXO6 FBXW2 FCGBP FDFT1 FER1L4 FGB FGD6 FRMD4B FRY FTH1 FUCA1 FUT3 FUT6 FZD5 FZD8 GABBR2 GALE GALNT1 GALNT12 GALNT3 GALNT5 GALNT6 GALNT7 GAREM1 GBP3 GCC2 GDE1 GDF15 GFPT1 GK GK5 GLT8D1 GMDS GNA14 GNAS GNB5 GNE GNL3 GNS GOLGB1 GOLM1 GOLPH3 GOLPH3L GOLT1B GPAT3 GPC4 GPCPD1 GPR107 GPR143 GRAMD2B GRAMD4 GSAP GSTA1 GXYLT1 GYG2 H2AC18 H2BC4 HEBP2 HEY1 HIC2 HMGCR HMGCS2 HOXB-AS1 HOXB2 HPS3 HS3ST1 HSBP1 HYCC2 IDH1 IDH2 IDI1 IFNGR1 IFNGR2 IFNLR1 IFT172 IFT20 IGF2BP2 IGFBP3 IKZF2 IL13RA1 IL1R1 IL20RA ILDR1 INAVA INPP1 INPP5A INSIG1 ITM2C KAT2B KCNE4 KCNG3 KCNS3 KDELR2 KDM7A-DT KIAA0232 KIAA1671 KLHDC7A KLHL2 KLHL7 KRT20 KRT23 KRTCAP2 LBR LCN2 LCOR LEPROTL1 LGR4 LIF LIF-AS2 LIMCH1 LIMD1 LIMK2 LINC00342 LINC01798 LINC02875 LINC02889 LIPA LIPT2-AS1 LMBRD1 LMTK2 LOX LPIN1 LPIN2 LRATD1 LRIG3 LRP11 LRPAP1 LRRC31 LRRC8B LY75 LYN LYSMD4 LYZ MACO1 MACROH2A1 MAL2 MALL MALT1 MANSC1 MAP1LC3B MARCHF3 MEAF6 MED23 MED8 MEIS1 MFSD1 MFSD11 MFSD4A MFSD6 MFSD9 MGAT5 MGC32805 MIA MIA3 MIGA1 MIOS MIR34AHG MIR570 MISP MOSPD1 MPC1 MSMO1 MTHFR MTMR12 MTUS1 MUC1 MUC13 MUC20 MUC5AC MXRA7 MYCN MYO5B NAMPT NANOS1 NANS NARF NBL1 NCALD NCEH1 NECAP1 NEK6 NFU1 NIBAN1 NIPA1 NKX3-1 NME7 NOL4L NPC1 NR2C1 NR2F1 NR2F1-AS1 NR2F6 NR4A2 NRBF2 NSF NSUN7 NTN4 OAT OAZ3 OCIAD2 OLFM4 OR7E12P OR7E14P OR7E47P ORMDL1 OSBPL10 OSBPL2 OTUB2 PAG1 PAK1 PAK6 PAX9 PCDH8 PCGF5 PCSK6 PCTP PDCL3P2 PDE5A PDE9A PDIA6 PDLIM5 PDPK1 PDXDC1 PELI2 PFKFB2 PGM1 PGPEP1 PGRMC1 PHF20L1 PHTF2 PIAS2 PIGA PIK3AP1 PIK3R3 PIP5K1B PITPNA PITPNM3 PITX1 PLD1 PLEKHA7 PLEKHH2 PLEKHS1 PLIN5 PLPP5 POPDC3 POR PPARA PPARG PPFIBP2 PPL PPP1R3D PPP2R2A PRKAB1 PRKACB PRKCA PRKCH PRPF18 PRPSAP1 PRR15 PRRT3 PSG4 PSG6 PSPC1 PTGFRN PTK6 PTPN13 PTPN3 PTPRE PTPRH PTPRJ PTPRN2 PTPRZ1 QSOX1 RAB1A RAB22A RAB26 RAB27A RAB40B RAB6B RAPH1 RBKS RBPMS2 RCAN1 RDH10 RDH14 RFFL RFK RGL1 RGP1 RGPD5 RGS17 RIMKLA RIN2 RIOX2 RMC1 RMDN3 RNF144A RNF145 RORA RPL7AP46 RPS6KA1 RRBP1 RTP4 RTTN RUNDC1 S100A6 S100A9 S100P SAR1A SAR1B SASH1 SAT1 SBF2 SCGB2A1 SCNN1A SCOC SCPEP1 SCYL3 SDCBP2 SEC11C SEC24A SEC62 SEC63 SECTM1 SELENBP1 SELENOM SEPTIN6 SERPINB1 SERPINB9P1 SGMS1 SGMS2 SGPP2 SH2D4A SH3BGRL2 SH3PXD2A SH3RF1 SIX2 SLC11A2 SLC12A2 SLC16A14 SLC16A3 SLC16A9 SLC25A16 SLC25A20 SLC25A27 SLC27A2 SLC2A12 SLC2A13 SLC31A1 SLC35A2 SLC35D2 SLC37A1 SLC44A1 SLC44A3 SLC44A5 SLC49A4 SLC4A11 SLC51A SLC7A14 SLCO2A1 SLCO4A1 SLK SLPI SMAD2 SMAP2 SMCO4 SMIM31 SMIM5 SNCAIP SNTB1 SNX11 SNX18 SNX7 SOAT1 SOS1 SPAG1 SPAG4 SPIRE2 SPRY1 SQLE SRD5A3 SSTR5-AS1 ST14 ST3GAL1 ST6GALNAC1 STAM2 STARD4 STEAP1 STEAP2 STEAP4 STIM2 STK17B STK24 STK39 STS STT3B SUSD1 SYNJ2 SYNRG SYT17 TACC2 TAF1A-AS1 TAFA5 TANK TAX1BP1 TBC1D2 TBC1D8 TBC1D9B TC2N TCEA3 TCN1 TGOLN2 TJP2 TLCD2 TM9SF3 TMBIM6 TMC5 TMCC1 TMED5 TMED7 TMEM123 TMEM163 TMEM165 TMEM245 TMEM263 TMEM41A TMEM44 TMEM45B TMEM59 TMF1 TMPRSS2 TMTC1 TMTC2 TNFAIP2 TNFRSF19 TNFSF15 TOM1 TOR1B TOX3 TPCN1 TPRG1L TPST1 TRAF4 TRAK1 TRAM1 TREX1 TRIM31 TRIP4 TRNP1 TSC22D1 TSHZ1 TSPAN1 TSPAN3 TSPAN5 TTC13 TTLL4 TTLL7 TVP23B UAP1 UBE2J1 UBR3 UGP2 UQCR10 UQCRQ USP6NL UXS1 VIPR1 VOPP1 VPS13C VPS54 WDFY1 WDR45B WDR7 WDR72 WFDC2 WIPI1 WSB2 XPNPEP1 YIPF1 YIPF5 YPEL5 ZFAND2A ZHX1 ZMPSTE24 ZMYND8 ZNF320 ZNF503 ZNF652 ZNF710-AS1 ZNF875 CREIGHTON_ENDOCRINE_THERAPY_RESISTANCE_4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CREIGHTON_ENDOCRINE_THERAPY_RESISTANCE_4 ABAT ADAMTS15 ADAMTS19 ADCK2 ADCY9 ADD3 ADGRE5 ADORA1 AFAP1L2 AFF1 AK4 AMFR APEX1 APH1B APTX ARHGAP36 ASS1 ATP2B4 ATP8B1-AS1 ATRNL1 BAG3 BBIP1 BCL2 BHLHE40 BMPER BOD1 BYSL C12orf75 C1orf226 C2orf49 CA12 CADM1 CALB2 CALCR CALHM6 CBX2 CCNA1 CCNB1 CDV3 CELSR2 CEP68 CHN1 CIART COA4 COL4A5 COL5A1 COPRS COPS9 COX15 COX6C COX6CP1 CPE CXCL12 CYB5A CYP1B1 DDX11-AS1 DFFA DHCR7 DHTKD1 DLC1 DLG5 DOK7 DPY30 DSCAM DUBR DUXAP8 DVL2 EGR3 EHMT2 ELOVL2 ELOVL5 ELP2 ELP5 EMC8 EMP2 EMP3 F12 FAM227B FANCG FCMR FDFT1 FGD3 FGFBP2 FGG FKBP5 FLNB FOXK2 FOXO3 FREM2 FRK FTO FYB2 GATD3 GLS GNB4 GNPDA1 GREB1 GRIK3 GSTO1 GTPBP8 H19 HAUS6 HDHD5 HMGN3 HNMT HPCAL1 HPGD HR HSPA4 HSPB8 IGF1R IGSF1 IL17RB IL20 IL24 IL27RA IRS1 IRS2 IRX3 ITGA2 JADE1 JARID2 KAT2A KCNJ3 KCNMB4 KCTD6 KIF20A KPNB1 KRTCAP3 LAGE3 LAMP2 LARGE1 LINC00342 LINC01016 LINC01116 LRIG1 LRWD1 LSM6 LYAR LYPLAL1 LYRM4 LYSMD2 MAD2L2 MAGED4B MAPT MAVS MDH2 MED13L MED24 METTL14 METTL5 MEX3A MGP MIR503HG MOCS2 MPPED2 MRC2 MRPL9 MSI2 MT2A MYB MYBL1 MYC MYO16 NAF1 NLN NOP14 NOS1AP NPEPPS NPY1R NPY5R NREP NRIP1 NRXN3 NSA2 NT5DC3 OLFM1 P4HA2 PAPSS2 PARD6B PARP4 PCBD2 PDCD4 PDLIM1 PDZK1 PGR PI15 PIK3R1 PKIB PLAC1 PLIN5 PMAIP1 PNMA1 PNPLA3 POLR1D POLR1E PPP1R7 PPP2R5A PRKD3 PRMT5 PRRT2 PRSS23 PSMF1 PSMG1 PUS1 RAB11FIP3 RAB31 RAP2C RASA4 RBBP8 RBM24 RBM33 RBMX RERG RFX5 RFXANK RGS22 RHBDF2 RHOBTB3 RHOQ RMST RNF183 RPH3AL RPL28 RPL7AP10 RPP25L RPRD1A RPS6KA3 RRP1B RUVBL2 SAP30 SAV1 SCUBE2 SEMA3F SERPINA3 SERPINA5 SERTAD2 SFPQ SGK3 SH3BP5 SIAH2 SIAH2-AS1 SIGMAR1 SIK3 SIMC1 SINHCAF SKIC3 SKP2 SLC19A2 SLC1A4 SLC22A5 SLC25A22 SLC25A24 SLC26A2 SLC27A2 SLC27A3 SLC27A6 SLC37A4 SLC7A6OS SMPDL3B SNHG14 SNTG2-AS1 SPARC SPART SRGAP1 SRI SRSF7 SSTR2 ST8SIA4 STC1 STMN3 SULF1 SUSD3 SYBU SYTL4 SYTL5 TAF1D TARS2 TBL1X TCN1 TECR TFAP2C TIMM9 TIPARP TMEM164 TMEM167A TMPRSS3 TNIP1 TP53I3 TPBG TPP1 TRIM69 TSKU TSPAN6 TSPYL5 TST TTC39A TUBB2B TUBB6 UTP14C VCAN XYLT1 YBX3 ZBTB41 ZHX2 ZNF385B ZNF703 CREIGHTON_ENDOCRINE_THERAPY_RESISTANCE_5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CREIGHTON_ENDOCRINE_THERAPY_RESISTANCE_5 AACS ABCC5 ABHD17C ACADSB ACKR3 ACSL1 ADAM9 ADAP1 AGR2 AHR AKTIP ALAD ALCAM ALDH1A3 ALDH3B2 ANK3 ANOS1 ANXA3 AOX1 AP1G1 APELA APLP2 APOLD1 AQP3 AREL1 ARF4 ARFGAP3 ARFGEF3 ARHGEF37 ARID5B ARL4C ARRB1 ASAH1 ATP2A3 ATP2B1 ATP2B1-AS1 ATP2C2 ATP6V0D2 ATP6V1G1 ATP8A1 ATP8B1 B3GNT2 BAMBI BCAM BCAS1 BCDIN3D BET1L BEX4 BIK BLNK BMP7 BRWD1 C12orf4 C1orf115 C3orf70 CAB39 CAB39L CALML5 CALU CAP1 CAPN9 CARD14 CASP3 CCDC160 CCDC68 CCDC80 CCNE1 CCNYL1 CCPG1 CD55 CDH3 CDKL5 CDS1 CEACAM5 CEACAM6 CEACAM7 CERK CFL2 CHFR CHMP3 CLDN4 CLIC1 CLTC COBLL1 COL28A1 COLEC12 COPB2 COPZ2 CORO2A CPEB2 CPNE3 CRISP3 CTNNB1 CTNND1 CTNND2 CYSRT1 DAG1 DBI DCAF5 DDAH2 DHCR24 DIDO1 DOCK11 DOP1B DRAIC DRAM1 DSCR8 DSTNP2 DYNLL2 DYRK2 EEA1 EFNB2 EFR3A EGLN3 EHD1 ELL2 EML1 EMP1 ENPP1 ENSG00000291107 EOLA1 EPAS1 EPB41L2 EPB41L4A EPB41L4B EPN3 EPS15 ERBB2 ERBB4 EZR FAM110C FAM114A1 FAM20C FAM210B FAM219B FAM234B FAM241A FBP1 FBXO25 FGF12 FGF13 FHIP2A FHOD1 FILIP1 FLVCR2 FNBP1 FNTA FOXP1 FUCA1 FUT9 FZD4 FZD5 GAB1 GABBR2 GALNT10 GALNT3 GALNT7 GAREM1 GASK1B GATA2 GATA3-AS1 GATA6 GDF15 GLCCI1 GLTP GMFB GOLGA3 GOLGA7 GOLPH3 GORASP1 GPC1-AS1 GPR157 GPR160 GRAMD2B GRAMD4 GRB10 GREB1L GSN GTF3C1 GUCD1 HACD2 HACD3 HCAR3 HEBP2 HIGD1A HIP1R HOXA10 HSPA2 HTR7P1 ICA1 ID2 IDH2 IER2 IGSF3 IKBKB IKZF2 IL13RA1 IL1R1 INHBB INPP1 INPP4A INPP5A IQSEC1 KCNMA1 KDELR2 KDELR3 KIAA1671 KIF13B KLF3 KLF7 KLF9 KLHL7 KRAS KREMEN1 LARP6 LDLRAP1 LFNG LGALSL LHFPL2 LIMA1 LIMCH1 LIMK2 LINC-PINT LINC01138 LINC02984 LIPT2-AS1 LITAF LNX1 LOXL1 LPIN2 LRATD2 LRP11 LRPAP1 LSS MACO1 MAFK MAL2 MALT1 MAPK6 MATN3 MB MBNL1 MEF2A MFAP3L MFSD6 MGLL MIA3 MID2 MIGA1 MIOS MIPEP MIR34AHG MPZL2 MTA3 MTARC2 MTMR12 MTURN MTUS1 MUC1 MXRA7 MYCL MYH9 MYO1B NACC2 NATD1 NAXD NCAM2 NCEH1 NCOA1 NDFIP1 NEBL NET1 NF1 NFAT5 NIBAN1 NINJ2-AS1 NIPAL3 NIPSNAP3B NOSTRIN NUCB2 NUDT4 NXPH1 NXT2 OCLN OLFML2B OR7E14P ORMDL1 OSBPL2 PAIP1 PALM3 PARM1 PAX9 PBX1 PBX3 PCOTH PCYT1A PDCD6 PDE8A PDP1 PDXK PDZD2 PGPEP1 PHF20L1 PHLDA3 PHLDB2 PI4K2B PIK3R3 PIP4K2C PKD2 PLBD1 PLEKHA3 PLEKHA7 PLEKHF2 PLEKHS1 PLK2 PLLP PLPP5 PMP22 POGLUT3 PPFIBP2 PPM1A PPP1CB PPP2CB PRICKLE2 PRKCH PROM2 PRR15L PRRT3 PSD3 PSEN1 PSMD6 PTGFRN PTK6 PTPN13 PTPRJ QKI RAB11A RAB1A RAB20 RAB22A RAB27B RAB2A RAI2 RAP1GAP2 RASD1 RASL11B REEP1 RFK RFTN1 RHBDF1 RHOA RHOU RICTOR RIN2 RIOK3 RIPOR1 RIPOR3 RNF103 RNF11 RNF144B RNF19A RPRM RUBCN S100A13 SAMD4A SAR1B SASH1 SAT1 SC5D SCCPDH SDC1 SEC22B SEL1L SELENOM SERHL SERHL2 SFMBT2 SGMS2 SGSM1 SGSM2 SH3BGRL SH3BP4 SH3D19 SHANK2 SIM2 SLC11A2 SLC12A2 SLC20A1 SLC25A16 SLC41A2 SLC44A2 SLC4A11 SLC66A3 SLC9A1 SLC9A7 SMAP2 SMIM14 SMIM31 SMYD3 SOCS6 SOWAHC SPAG1 SPIRE1 SPRED1 SPRED2 SPRING1 SQOR ST3GAL1 ST3GAL4 STK38L STOM STRN3 STX12 SWAP70 SYCP2 SYNJ2 TACC1 TACSTD2 TBC1D13 TBC1D15 TBC1D30 TC2N TCF4 THBS1 THOC2 TIMP2 TIMP3 TJP2 TMCO3 TMEM131L TMEM135 TMEM178B TMEM199 TMEM245 TMEM41A TMEM41B TMEM45B TMEM50B TMEM59 TMEM87B TMF1 TMPRSS2 TMTC3 TNFAIP1 TNFRSF10B TRAF5 TRAFD1 TRAK1 TRAM2 TRGC1 TRIB3 TRIM62 TSPAN1 TSPAN13 TTC39B TTC6 TTC9 TWSG1 UBE2N UGDH ULBP2 USP16 UTRN VAMP8 VMP1 VPS13B VPS13D VSIG10 WASHC5 WDR37 WIPI1 WLS WSB2 YIPF1 YPEL3 YPEL5 ZBTB20 ZBTB21 ZC2HC1A ZDHHC23 ZDHHC4 ZDHHC7 ZFHX3 ZFP36 ZHX1 ZNF275 ZNF432 ZNF487 ZNF704 ZNF823 ZNF827 CROMER_METASTASIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CROMER_METASTASIS_DN ACTA1 ADIRF AFG3L2 ALDH4A1 ALDOA ATP5F1A ATP5F1D BAIAP2 BMP1 C11orf80 CAV1 CAV2 CEBPZ CELSR1 CKB COL17A1 CUL1 DDB2 DTX2 DUSP7 EIF3K EPAS1 FLAD1 FLNB FXYD3 GJB3 GSTP1 HSPA2 IGSF3 IMPA2 ITGA3 ITGB4 JUP KLF5 KLK10 LAD1 LMNA MALL MAST4 MBD2 MINK1 MRPS12 NCK1 NOP16 NOP2 PA2G4 PFKP PHLDA2 PKP1 PLEC PPP4C PRODH PRSS3 PSMD8 RAB31 S100A11 SDC4 SERPINB5 SH3GL1 SLC20A2 SMTN ST6GALNAC2 SVIL TICAM1 TMEM183A TNFRSF10B TNNT3 TP63 TPBG TRIM16 TRIM29 TTLL12 TUBA4A UBE2M UBE3C VDAC3 VSNL1 CROMER_METASTASIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CROMER_METASTASIS_UP ACVR1B ARHGDIB ATRX BEX4 BMI1 BUB3 C5orf15 CCND3 CD164 CD46 CDH11 CECR7 CELSR1 CNN3 CNOT2 CTNNB1 CXCL8 CXCR4 DEK DEPP1 DYRK1A EID1 ENPP2 FADS1 FADS2 FCGRT FERMT2 GABBR1 GANAB GHRH GNS GPR107 HSF2 ID2 KDM5C KIFAP3 MAGED1 MAGED2 MDC1 MFAP3 MFGE8 MICB MTMR2 NFYC PARP1 PGRMC1 PLCG1 PPID PPIH PPT1 PRB2 PSMB9 PTPRK SH3BGRL SH3BP5 SLC25A36 SLC2A3 SLC30A1 SMC1A SPG11 TBCE TCF12 TFAP2C TMEM109 TMEM123 TMEM63A TSC22D3 TUBB2B UBXN4 WAS XPO1 ZBED1 ZFC3H1 CROMER_TUMORIGENESIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CROMER_TUMORIGENESIS_DN ADH7 ALDH3A1 ALDH9A1 APOD AQP3 CEACAM1 CEACAM5 CEACAM6 CLEC3B CLU COX6A2 ECM1 EMP1 FHL1 GMDS GNE HLA-DQB1 HOPX IL1RN KRT13 KRT15 KRT4 MAL MSMB MUC1 MUC4 MYH11 MYH2 MYL1 NBEAL2 NUCB2 PGD PLA2G2A PPL PSCA PTGDS PTN S100P SCEL SELENBP1 SFRP1 SLN SLURP1 SMAGP SPINK5 TFF3 TGM3 UGT1A4 ZNF185 CROMER_TUMORIGENESIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CROMER_TUMORIGENESIS_UP ACTN1 APOBEC3B BMP1 CCL3 CHST2 COL11A1 COL1A2 COL3A1 COL4A2 COL5A2 CXCL1 CXCL8 DEFB4A FAP FN1 G0S2 IFI6 IL1B IL6 KRT16 KRT17 LAMA3 LAMC2 LRRC15 LUM MAGEA1 MAGEA3 MFAP2 MMP1 MMP10 MMP11 MMP12 MMP3 MMP9 MYO1B NELL2 NTS OASL ODC1 PDPN PFN2 PLAU PLOD3 POSTN PPFIA1 PTK7 PXDN RBP1 SERPINE1 SLC2A3 SMOX SPARC SPP1 THY1 TNC TNFAIP3 TPTEP1 UCHL1 CROONQUIST_IL6_DEPRIVATION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CROONQUIST_IL6_DEPRIVATION_DN AASS ABHD5 ANP32E APOBEC3B AURKA AURKB BRCA1 BUB1 BUB1B CCNA2 CCNB1 CCNB2 CCNE2 CCNF CDC20 CDC25A CDC45 CDC6 CDK1 CDKN3 CENPA CENPE CHAF1A CHEK1 CKS1B CKS2 DHFR DTYMK DUT FANCI FOXM1 FRZB GALE GALK1 GGH GINS1 GMPS GPX4 H2BC11 HMGA1 HMGB2 HMMR ITM2A KIF11 KIF14 KIF22 KIF2C KIFC1 KNTC1 KPNA2 LIG1 MAD2L1 MCM2 MCM3 MCM4 MCM7 MKI67 MYBL2 MYRF NASP NCAPH OIP5 PCLAF PCNA PLK1 PLK4 POLD1 POLE2 PTP4A3 PTPRC PTTG1 RFC3 RRM2 RRP12 SBNO2 SEPHS1 SKP2 SMC2 SMC4 SNRPA1 SPAG5 SPC25 SPOUT1 SPP1 STIL STMN1 TK1 TOP2A TPX2 TRAIP TRIP13 TYMS UBE2C WEE1 ZWINT CROONQUIST_IL6_DEPRIVATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CROONQUIST_IL6_DEPRIVATION_UP AHNAK APOL1 ARL4C BMP2 CDKN1C ECM2 FCER2 FCGRT HOMER3 LEFTY2 NCF2 PCDHGA8 PDE1A RAPGEF3 SCGB2A2 SLC7A7 TBC1D9 CROONQUIST_NRAS_SIGNALING_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CROONQUIST_NRAS_SIGNALING_DN APOBEC3B AURKA AURKB BRD8 BUB1B CCNA2 CCNB1 CCNB2 CDC20 CDC25C CDC6 CDK1 CDKN3 CENPA CHAF1A CHEK1 CHEK2 CKS1B CSE1L DUT EIF5 FOXM1 GALE GINS1 GNAI1 GPX4 H2AX HMGA1 HMGB2 KIF11 KIF22 KIF2C MCM2 MCM3 MCM4 MCM7 MKI67 MYBL2 MYRF NASP NCAPH NDC80 OIP5 PCLAF PCNA PLK1 PLK4 PLOD2 POLD1 POLD3 PTP4A3 PTTG1 RAD51C RFC3 SBNO2 SMC2 SMC4 SNRPA1 SPAG5 SPC25 STIL STMN1 TK1 TOP2A TPX2 TRAIP TRIP13 UBE2C WEE1 ZWINT CROONQUIST_NRAS_SIGNALING_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CROONQUIST_NRAS_SIGNALING_UP ADORA2BP1 CCL3 CCL4 CCL5 CCR2 CD48 CD86 CEACAM1 CEACAM6 CX3CR1 CYBB DUSP6 ELF4 FCER2 GATM GCNT1 GPNMB HOMER3 IGHM JCHAIN LGALS1 LY86 MALT1 MSR1 NCF1C NCF2 NRAS OSBPL1A PLPP1 RNASE6 RP2 SCGB2A2 SDCBP SNN ST8SIA4 SV2B TBC1D9 TMPRSS15 TUBB2A XPNPEP2 CROONQUIST_NRAS_VS_STROMAL_STIMULATION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CROONQUIST_NRAS_VS_STROMAL_STIMULATION_DN ACTA2 APOBEC3B ARHGAP11A AURKA AURKB BASP1 BCL6 CADPS CCN2 CCNA2 CCNB1 CCNB2 CCNF CD81 CDC20 CDC45 CDC6 CDK1 CDKN3 CENPA CENPE CKS1B CLC COL16A1 COL1A2 COL6A3 DCLK1 DEPP1 DLGAP5 DUSP1 EZH2 FOS FOSB FOXM1 FSCN1 GJA1 H2AC18 H2AX H2BC11 H4C2 HES1 HSPB6 HTT ID1 IER2 IER3 IGFBP3 IGFBP4 IGFBP7 IL6 INPP5J ITM2A JUN KIF2C LAMA4 LAMB1 LUZP2 MCM2 MCM3 MCM7 MKI67 NASP NFKBIA NOTCH3 NR4A2 NUPR1 PIM2 POSTN PPP1R15A PTGER3 PTP4A3 PTTG1 RAD51AP1 RECQL4 RPS4Y1 SBNO2 SFTPB SLC20A1 SLC25A4 SMARCD3 SNRPA1 SPARC STMN1 SULF1 TGFBI THBS2 TK1 TOX TPM2 TPX2 TRAIP TROAP TSC22D1 TSC22D3 UBE2C VCAN ZMIZ1 CROONQUIST_NRAS_VS_STROMAL_STIMULATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CROONQUIST_NRAS_VS_STROMAL_STIMULATION_UP ACP5 ALOX5AP AMPH ARHGAP5 ARHGEF2 BCKDHB CCR2 CD86 CEACAM1 CX3CR1 CYBB DUSP4 DUSP6 ETV1 GATM IGHM IQSEC1 JCHAIN KCNN4 MC1R MCC NCF1C NRAS PLEC PLPP1 PRKACA PSPHP1 RAB4B RASGRP2 RHOBTB3 RNASE6 RNF2 SLC7A7 SNAP23 SPI1 SV2B SYNM TBC1D9 TRIM25 ZER1 ZNF217 CROONQUIST_STROMAL_STIMULATION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CROONQUIST_STROMAL_STIMULATION_DN ANKRD17 CCR8 CDC6 GATM GNA13 JCHAIN NCF1C NFKB2 PSPHP1 RHOBTB3 TRIM25 YY1 ZNF217 CROONQUIST_STROMAL_STIMULATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CROONQUIST_STROMAL_STIMULATION_UP ACTA2 BASP1 CCL3 CCL4 CCN2 COL1A2 COL6A1 COL6A3 CXCL1 CXCL2 CXCL3 DUSP1 FOS FOSB FSCN1 GABBR2 GABRA5 GUCY1A2 H2AC18 ID1 IER2 IER3 IGFBP3 IGFBP4 IGFBP7 IGHV5-78 IL6 LAMA4 LOX LUM MICAL2 MYOF NFKBIA NNMT NOTCH3 NR4A2 NUPR1 OLFM1 PIM2 PPP1R15A RGS2 RPS4Y1 SERPINE1 SFTPB SLC25A4 SMARCD3 SPARC SPTBN1 SULF1 TGFBI TGM2 THBS2 TMSB4X TPM2 TSC22D3 VCAN CROSBY_E2F4_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CROSBY_E2F4_TARGETS BUB1B CDC6 CENPE CHEK1 NDC80 PTTG1 CUI_GLUCOSE_DEPRIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CUI_GLUCOSE_DEPRIVATION ANLN ART3 ASNS B3GNT6 BMAL1 CALR CANX CBR3 CCPG1 CDK1 CDT1 CLGN CXCL2 DDIT4 DNAJB11 DNAJC3 EIF2AK3 ELF3 FKBP2 FUT1 GABARAPL3 GADD45A GFAP GFPT1 GOT1 GSDME H4C11 KCNF1 KDELR2 KIF5C NDUFB3 NEU1 OCLN PBK PCK2 PDIA3 PDIA4 PDIA6 PIGA PLK3 PPEF2 PPIB PRAME PREB PRKCZ PYCR1 RELB RRM2 SARS1 SEMG1 SEPHS2 SGK3 SLC33A1 SLC35B1 SLC3A2 TFRC TGIF1 TRPS1 TXNIP TXNRD1 ZAP70 CUI_TCF21_TARGETS_2_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CUI_TCF21_TARGETS_2_DN ABCA5 ABCB1 ABI3 ABLIM3 ACAP2 ACBD5 ACER2 ACKR3 ACOX1 ACSL4 ADAM9 ADAMTS16 ADAMTS5 ADCY1 ADGRA2 ADGRE4P ADGRE5 ADGRF5 ADGRL3 ADGRL4 ADM AFAP1L2 AGFG1 AGO4 AGTR1 AHNAK AIF1L AK1 AKIRIN1 AMOTL1 AMY2A ANKRD29 ANKRD33B ANXA1 ANXA4 AP4E1 AP5M1 APBB2 APP ARAF ARAP2 ARFGEF3 ARHGAP17 ARHGAP24 ARHGAP26 ARHGAP28 ARHGAP29 ARHGAP31 ARHGAP5 ARHGEF15 ARHGEF16 ARHGEF18 ARHGEF26 ARID4A ARID5B ARL13B ARL8B ARMC8 ARMCX1 ARMCX3 ARNT ARRB1 ARRDC3 ART3 ARVCF ASB15 ASH1L ATG10 ATG4A ATP10A ATP2A3 ATP7A ATP8B1 ATXN7 ATXN7L1 AVPR1A B3GALT2 B3GNT2 BACE1 BBX BICD2 BMI1 BMPR1A BTAF1 BTBD3 BTNL9 C11orf52 C16orf87 C18orf54 C1GALT1C1 C1QTNF7 C6orf120 C8orf58 CABLES1 CALCRL CALM1 CALM2 CAMK2D CARD10 CAST CAV2 CAVIN1 CAVIN2 CBFA2T3 CBL CBLB CCDC126 CCDC82 CCN2 CCNB1IP1 CCPG1 CCRL2 CD36 CD38 CD47 CD55 CD59 CDC14A CDC42BPG CDC42EP3 CDC73 CDH5 CDKL2 CDKN1C CDYL CEBPB CELF2 CEMIP2 CEP85L CERS6 CFAP68 CFLAR CHAC2 CHMP1B CHPT1 CITED2 CLCA3P CLEC14A CLEC1A CLEC4A CLIC5 CLIP1 CLOCK COL12A1 COL25A1 COL4A3 COL4A4 COL4A5 COLEC12 COQ10B CORO1A CPEB2 CPEB4 CPNE8 CREBBP CREBZF CRIM1 CRK CRYAB CSGALNACT1 CSGALNACT2 CSNK1G3 CTBS CTDSPL CTSS CTTNBP2 CXCL3 CXCR4 CYBB CYP20A1 CYP4B1 CYRIA CYRIB CYYR1 DAAM2 DACH1 DBT DCAF5 DCDC2 DDN DEGS1 DENND11 DENND2B DENND6A DGKH DIAPH2 DIPK2A DKK2 DMXL1 DNAJB14 DNAJB4 DNAJB6 DOCK4 DOCK5 DPP4 DPYSL2 DSP DST DSTYK DTNA DUBR DUSP3 DUSP6 DYNC1LI2 DYNLT3 E2F5 EAF1 EBAG9 EBF1 ECPAS EDEM3 EDNRB EEIG1 EFNB1 EFNB2 EGF EHD3 EHD4 EIF2S3 ELF1 ELL2 EMC7 EMCN EML1 ENDOD1 ENPP4 ENTPD7 EP300 EPAS1 EPHB1 EPN2 ERG ERGIC2 ESCO1 ETS1 EXOC3L2 EXOC8 FABP4 FAM120A FAM135A FAM13C FAM174A FAM174B FAM241A FAM43A FAM76A FBXO3 FERMT2 FGD4 FGD5 FLI1 FLT1 FMNL2 FNDC3A FNDC3B FOXC1 FOXC2 FOXN2 FOXP2 FRK FRMD6 FRS2 FRY FRYL FUT11 FYN GAB2 GABRA4 GADD45A GALC GALNT10 GARRE1 GATA3 GEM GGCT GIMAP1 GIMAP4 GIMAP6 GIMAP8 GINM1 GJA3 GLCCI1 GLRX2 GMDS GNB1 GOLGA3 GOPC GPC1 GPD2 GPR146 GPRIN3 GRK5 GRM7 GSN GTF2A1 GUCY1A1 GULP1 GVINP1 GYG1 H1-2 H2AC25 H2BC10 H3-3A H3C14 H6PD HAGH HEATR5A HEATR5B HECW2 HEY2 HHEX HIP1 HIPK3 HIVEP1 HIVEP2 HLA-E HLX HOMER1 HOPX HS3ST3B1 HS3ST6 HSDL2 HSP90AA1 HSPA12A HSPA1A HSPA1B HTRA1 HYCC2 ICAM2 IDS IFI16 IFI35 IFRD1 IGIP IKZF5 IL10RB IL13RA1 IL2RG IL6ST ILDR2 INF2 ING3 INO80D INPP4A IQGAP2 IQSEC1 IRF2BP2 IRGM IRS1 ITGA2 ITGA4 ITGA8 ITGA9 ITGB1 ITGB5 ITGB8 ITPKB ITPRID2 ITSN1 ITSN2 JADE1 JAK1 JAM2 JARID2 JCAD KANK1 KANK3 KANK4 KBTBD11 KCNK6 KDM4C KDM6A KDM7A KIF1B KIF5B KIRREL1 KITLG KLF3 KLF4 KLHL5 KLK1 KMT2C KNG1 KRIT1 KRT7 LASP1 LATS2 LDAH LDB2 LEMD3 LGALSL LIFR LIMS1 LIN54 LIPA LMBRD1 LMO2 LMO7 LMX1B LNPEP LOXL2 LPAR4 LPIN2 LPP LRBA LRCH1 LRMDA LRRC28 LRRFIP1 LUC7L2 LYPLA1 LYSMD3 LYST LYZ LZTFL1 MACF1 MAFB MAGI2 MALT1 MAN1A1 MAP3K2 MAP3K20 MAP3K3 MAPT MARK1 MAST4 MBD5 MBLAC2 MBNL2 MBNL3 MCC MCF2 MCL1 MED12L MED13 MED23 MEF2C MERTK METRNL MGAT5 MGLL MICU1 MINDY2 MIR22HG MKRN1 MMD MME MMP23B MMRN2 MOSPD2 MPP3 MPRIP MSRB3 MTCL1 MTM1 MTMR2 MTMR6 MTSS1 MTUS1 MYADM MYCT1 MYO10 MYO18A MYO1B MYO1C MYO1D MYO1E MYO6 MYOF MYOM2 MYZAP NADK2 NATD1 NBEAL1 NCK2 NCOA4 NCOR1 NEAT1 NEBL NECTIN3 NEDD9 NES NFIL3 NFKBIA NHERF2 NID1 NID2 NLK NOCT NOSTRIN NOTCH4 NPHS2 NPL NPR3 NRROS NSF NSMAF NT5E NTN4 NXT2 OPTN OSBPL5 OSBPL8 OSMR OTUD7B P2RX4 P3H2 PAG1 PALLD PALM2AKAP2 PALS1 PANK3 PARD3B PARD6B PARP12 PARP14 PARP4 PARVA PBX2 PCDH12 PCDH17 PCMTD1 PCMTD2 PCOLCE PDE10A PDE2A PDE4B PDE4DIP PDGFB PDLIM2 PDP1 PELI2 PER2 PFKFB3 PGGT1B PGM2 PHF20 PHF20L1 PHLPP1 PIK3CA PITPNC1 PLAT PLCE1 PLCL1 PLD1 PLEKHG1 PLOD2 PLPP1 PLPP3 PLSCR1 PLSCR4 PLXDC2 POLB PON2 PPIP5K2 PPM1K PPP1R13B PPP1R16B PPP1R2 PPP4R3B PRDM1 PREX2 PRKAA1 PRKCA PRKCH PRKG1 PROS1 PRR15 PRX PSD3 PTAR1 PTGER4 PTPN12 PTPRB PTPRC PTPRG PTPRJ PTPRO PTPRVP PUM2 PURA PURB QKI RAB3GAP2 RAB6B RABGAP1L RALB RANBP9 RAP1A RAP1B RAPGEF2 RAPGEF3 RAPGEF4 RAPGEF5 RASA2 RASGRP3 RASL11A RASSF10 RASSF9 RBBP6 RBMS1 RBPMS RC3H2 RCAN1 RCAN2 RDH16 RERG RETREG1 RFK RGS2 RHPN1 RICTOR RILPL1 RIMOC1 RIN2 RIOK3 RIPOR1 RIPOR2 RMDN1 RNF103 RNF11 RNF13 RNF6 RNFT1 RNPC3 RO60 ROCK1 RORA RPS6KA5 RRAS2 RREB1 RTN4RL1 SACM1L SAMD4A SAMD8 SCD SCHIP1 SCN7A SCOC SDC2 SEC11C SECISBP2L SELENOT SEMA3B SEMA3E SEMA3G SEMA5A SERINC1 SERINC3 SERINC5 SERPINB6 SERPINI1 SETD7 SFMBT1 SGIP1 SGK1 SGK3 SGMS1 SGPP1 SH2B3 SH2D4A SH3BGRL2 SH3BP5 SH3GLB1 SHE SHISA3 SHROOM2 SHROOM3 SIRPA SLAIN2 SLC12A1 SLC12A2 SLC12A6 SLC17A5 SLC27A3 SLC2A12 SLC2A3 SLC33A1 SLC35A5 SLC36A4 SLC38A4 SLC38A9 SLC48A1 SLCO2A1 SLFN5 SLITRK6 SLK SMIM7 SNAP23 SNAPC3 SNCAIP SNRK SNTB1 SNX13 SON SORBS1 SOS2 SOWAHC SOX17 SOX7 SP2 SPEG SPIRE1 SPOP SPRED2 SPTLC2 SRGN SSBP2 ST3GAL6 ST6GALNAC3 ST8SIA4 STAG2 STARD8 STAT1 STK3 STRN STXBP3 SULF2 SYNJ2BP SYNPO SYT17 TACC1 TADA2B TANC1 TAOK1 TASOR TBC1D1 TBC1D12 TBX3 TCEANC2 TCF21 TCF25 TCIM TCP11L2 TDRP TECPR1 TEK TENM2 TENT5A TEX2 TGFBR2 TGFBR3 THAP2 THBD THBS1 THSD7A TIMP3 TIPARP TLE4 TLR3 TLR4 TM4SF1 TMBIM1 TMC7 TMCC2 TMCC3 TMED5 TMEM106B TMEM150C TMEM204 TMEM26 TMEM30A TMEM33 TMEM64 TMEM65 TMEM9B TMOD3 TMTC1 TNFAIP3 TNFAIP8 TNFRSF11B TNS2 TOB1 TOP1MT TOR1AIP2 TP53INP1 TPM1 TPP1 TRAK2 TRIB2 TRIM23 TRIM5 TRIP11 TRPC1 TSPAN12 TSPAN2 TSPAN5 TSPAN8 TTC14 TTLL7 TUBB2A TUT7 TXNIP UACA UBE2Q2 UBE2V2 UBLCP1 UBR3 UGP2 ULK2 UMOD USP12 USP25 USP33 USP42 USP46 USP9X VAMP5 VANGL1 VASN VCL VEGFA VGLL3 VIM VMA21 VPS13A VPS37A VPS54 VSIG10 VSTM4 WASHC4 WDFY1 WIPF3 WSB2 WWC2 WWTR1 YES1 YIPF4 YOD1 YPEL5 ZBTB38 ZBTB4 ZBTB44 ZBTB46 ZBTB7C ZBTB8A ZC3HAV1 ZDHHC14 ZEB2 ZFR ZFX ZFYVE16 ZHX1 ZNF175 ZNF185 ZNF300 ZNF319 ZNF518A ZNF729 ZNRF2 CUI_TCF21_TARGETS_2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CUI_TCF21_TARGETS_2_UP ABHD11 ABHD14A ABHD16A ACE2 ACTB ADAMTS2 ADAMTS20 ADCY2 ADIPOR2 AGTR2 AKR7A2 ALCAM ALDH16A1 ALDH18A1 AMER2 ANAPC15 ANKRD54 ANTXR1 APBB1 APCDD1 APEX1 APRT AR ARHGAP39 ARSB ASAP1 ASPM ATAD3A ATIC ATP1A2 ATP23 B4GALT2 BANF1 BCL7A BEX1 BLM BMP4 BMP5 BMPER BNC2 BOC BOK BRI3BP BZW2 C19orf25 C1QL1 C1QTNF12 C1orf112 CA4 CAD CADM1 CADPS2 CAMSAP3 CAPN6 CBX5 CCDC80 CCDC88C CCN4 CCNA2 CCNB2 CCND2 CD276 CD38 CD79B CDC25C CDC45 CDCA3 CDCA5 CDCA7 CDCA7L CDCA8 CDH6 CDK1 CDK2AP1 CDKN1B CDT1 CELF4 CELSR1 CENPA CENPK CENPV CENPX CFH CFTR CHAF1B CKAP5 CKS1B CLCN2 CLDN6 CLDN9 CLEC11A CLSTN2 CLU CMC2 CNDP2 COL1A1 COL3A1 COL6A1 COL6A2 COL8A2 COLEC11 COMP CPNE5 CPXM1 CTHRC1 CXXC4 CYBA CYP1B1 CYP7B1 DCAKD DCLK1 DCN DCTPP1 DGCR6 DIPK1B DNAH1 DNAJC9 DSCC1 DTL DTYMK DYNC2I2 ECHDC2 ECM1 EDNRA EEF1AKMT4 EFS ELAPOR1 ELP5 EMC8 EMG1 ENTREP1 EPB41L4A EPHA4 ESPL1 ESR1 ETV5 EVC2 EXOSC5 EXOSC8 EYA1 FAM185A FAP FAT3 FAXC FBLN5 FBLN7 FCGRT FKBP10 FKBP4 FLYWCH1 FMOD FN1 FNDC4 FRAS1 FXN FYB1 GALK1 GAS2L3 GAS6 GATA6 GJA1 GLI3 GLRB GPC6 GPRASP2 GREB1 GRIA3 GRIP1 GRWD1 GSTT2 GUK1 GXYLT2 HDAC11 HELLS HJURP HLA-DMA HM13 HMGA2 HMGB3 HMGXB4 HMMR HNRNPR HNRNPU HOMER2 HOXA11-AS HOXB6 HS6ST2 HSPBP1 HUNK IGDCC4 IGF1 IGFBP2 IGSF5 IGSF8 IL33 INCENP IPO13 IQGAP3 ISLR KANTR KCND3 KCNK5 KCNT2 KCP KIF22 KLF5 KNL1 KNSTRN KNTC1 KRT18 KRT8 LAMA2 LAMA4 LBP LGALS1 LGI2 LHFPL2 LMNB1 LRFN4 LRRC56 LSM3 LSM4 LSP1 LSR LUM LYPD6B MACROD1 MAOA MAP3K21 MAPKAPK3 MATN2 MCM3 MCM5 MCM7 MDK MEG3 MEIS1 METTL1 MEX3A MFAP2 MGP MIF MIR100HG MIR17HG MIR296 MISP MMP11 MMP16 MNS1 MORN2 MRPL9 MRPS27 MRTO4 MSI1 MTMR7 MXD3 MYCN NCAM1 NCAPH NCAPH2 NDUFB7 NEURL1 NFATC4 NFIA NFIX NIPSNAP1 NKD1 NLGN2 NME1 NOC4L NPHP1 NR2F2 NRP2 NSL1 NT5DC2 NUF2 OSCP1 PA2G4 PAFAH1B3 PALM PALS2 PAMR1 PAPSS2 PARM1 PATZ1 PAX8 PCBP4 PCDH8 PCDH9 PDGFA PDLIM4 PENK PFKL PGAP2 PHACTR1 PHGDH PIH1D1 PIMREG PIN1 PLCH1 PLET1 PLTP POLD1 POLD2 POLE3 POSTN PPA1 PPAN PPP1R14B PRDX2 PRDX6 PRIM1 PRKAR1B PRMT7 PRNP PSAT1 PTGDS PTN PTTG1 PYCR1 PYCR3 RAB17 RACK1 RAD18 RAD51 RANBP1 RANGRF RBFOX3 RBP1 RCC2 RCN3 RELN RELT RFC3 RGS17 RHEBL1 RHOU RNASEH2C RNF227 RPL12 RPS9 RPSA RRP1B RTL6 SALL2 SBK1 SELENOH SELENOW SEMA3C SERPINF1 SERTAD4 SESN2 SGTA SIPA1L1 SIX2 SKA3 SKP2 SLC38A1 SLC4A3 SLC7A2 SLIT2 SMC1A SMCHD1 SNAP91 SNORD52 SNRNP70 SNRPB SOAT1 SOCS2 SOX11 SPC24 SPINT1 SPON1 SPSB4 SRD5A1 SRL SRM SRPX STARD10 STMN1 SUMO3 SUV39H1 SYCE2 SYNE2 TACC3 TAF6L TBRG4 TCTN2 TEAD2 TET1 TGFB3 TGFBI TGM2 THOP1 TIMELESS TIMM13 TK1 TMEM132A TMEM151B TMEM176B TMEM231 TMEM238 TMEM97 TMSB15B TNFAIP6 TPX2 TRAPPC6A TRPM4 TSPAN33 TTL TYMS UBE2C UBE2T UGT2B10 UHRF1 UNC119 UTP15 VASH2 VCAM1 VCAN VPS37D VPS72 WFDC2 WNT4 WNT8B XRCC1 YPEL1 ZCCHC18 ZFPM2 ZMIZ1 ZNF593 ZNF692 ZNRD2 CUI_TCF21_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CUI_TCF21_TARGETS_DN ADAMTS5 ADM ART3 CD55 CLIC5 COL4A3 EGF FAM241A GABRA4 GALC H3C14 HSPA1A HSPA1B IQGAP2 LRRFIP1 MAPT MERTK NPHS2 PARP4 PDE10A PTGER4 PTPRVP RASSF10 RHPN1 SCD SEMA3E SERPINB6 SGIP1 SH3BGRL2 SLC12A2 TLR4 TOP1MT TSPAN2 UMOD CUI_TCF21_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CUI_TCF21_TARGETS_UP CADM1 CCND2 CDH6 CDKN1B CFH CLDN6 CLDN9 COL3A1 COL6A1 COL6A2 COL8A2 CYP7B1 DCN EPHA4 FAP HDAC11 HJURP HMMR HOMER2 IGDCC4 IGFBP2 ISLR LBP LHFPL2 LUM MDK MEG3 NCAM1 PENK PHGDH PTN RBP1 SERPINF1 SOX11 STARD10 VCAN CURSONS_NATURAL_KILLER_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CURSONS_NATURAL_KILLER_CELLS CD160 CD244 CTSW FASLG GZMA GZMB GZMH IL18RAP IL2RB KIR2DL4 KLRB1 KLRC3 KLRD1 KLRF1 KLRK1 NCR1 NKG7 PRF1 XCL1 XCL2 DACOSTA_ERCC3_ALLELE_XPCS_VS_TTD_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DACOSTA_ERCC3_ALLELE_XPCS_VS_TTD_DN ANOS1 BMP4 CAND2 CLCN4 CLCN6 CNN1 COL1A2 CXCR4 DLC1 DOK5 ENPP2 FABP5 GULP1 HAS2 HMGN3 HMOX1 IRF5 LPXN MAP2K5 PDGFRL PLPP3 PPP2R3A PRKCZ PTN RAMP2 RBPMS ROR1 SERPINB2 SOX4 SSBP2 STAMBP SYNM VCAN VLDLR DACOSTA_ERCC3_ALLELE_XPCS_VS_TTD_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DACOSTA_ERCC3_ALLELE_XPCS_VS_TTD_UP ADORA1 ANPEP ANXA8L1 CTSH CXCL12 E2F5 EFNB2 EPB41L3 FOS GAGE12F GNG4 HOXB5 IGFBP2 IGFBP6 IGSF3 ISG20 KCNG1 LHX2 MDK MEST NMB NNMT PCDH7 PTPRN PTX3 RASSF2 RIMS2 TGM2 DACOSTA_LOW_DOSE_UV_RESPONSE_VIA_ERCC3_XPCS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DACOSTA_LOW_DOSE_UV_RESPONSE_VIA_ERCC3_XPCS_DN ACTB DUSP5 E2F2 EIF4A1 GAPDH HSP90AB1 ID1 MIR22HG SERPINE1 DACOSTA_LOW_DOSE_UV_RESPONSE_VIA_ERCC3_XPCS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DACOSTA_LOW_DOSE_UV_RESPONSE_VIA_ERCC3_XPCS_UP ELF1 FAS FXYD2 H1-5 H2AC18 ITPKA MUSK PINK1 POU2F3 PRDM2 PTPN22 SHROOM2 TK2 USH2A DACOSTA_UV_RESPONSE_VIA_ERCC3_COMMON_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DACOSTA_UV_RESPONSE_VIA_ERCC3_COMMON_DN ABI1 ACSL3 ACVR1 ADAM10 ADARB1 ADGRG6 ADSL AFAP1 AFF1 AGAP1 AKAP9 ANKMY2 ANKRD17 ANKS1A APPBP2 ARFGEF1 ARHGAP12 ARHGAP29 ARHGEF7 ARID5B ARIH1 ASAP2 ASCC3 ATAD2B ATF2 ATP11B ATP13A3 ATP2B1 ATR ATRX ATXN2 AUH BARD1 BAZ1A BAZ2B BBX BCAR3 BDNF BHLHE40 BLM BLTP1 BPTF BRCA1 BUB1B C2CD2 C2CD3 C2CD5 CAMSAP2 CAP2 CASK CASP8 CBLB CCDC93 CCN1 CCN2 CCSER2 CD2AP CDC27 CDC42BPA CDK13 CDK17 CDK8 CDS2 CDYL CEMIP CENPA CENPE CENPF CEP135 CEP170 CEP350 CERS6 CHD1 CHD9 CHSY1 CKAP5 CLASP1 CLASP2 CLEC16A CLIP1 CLOCK CNOT2 CNOT4 COL5A2 CRADD CREB1 CREB3L2 CREBBP CRIM1 CRY1 CTBP2 CUL1 CUX1 CXCL12 DAPK1 DCUN1D4 DENND5A DHX15 DLC1 DNAJC13 DNMBP DOP1B DPYD DST DUSP1 DYRK1A E2F2 E2F3 EGFR EHBP1 EIF4E EIF4G3 ENC1 EPHA4 EPS15 EPS8 EVI5 EXT1 F3 FAM169A FAM171A1 FARS2 FAT1 FBXL7 FBXW11 FCHSD2 FERMT2 FGF2 FGF5 FILIP1L FLNB FNBP1L FNDC3A FOXD1 FOXJ3 FOXK2 FOXN3 FOXO3 FRYL FTO FUBP1 FUT8 FXR1 FYN G6PD GAPVD1 GBE1 GIGYF2 GINS1 GLRB GMPS GNAQ GOLGA4 GSK3B GTF2F2 HEG1 HELZ HIRA HIVEP1 HIVEP2 HMGXB4 HNRNPDL HOMER1 IBTK ID1 IGF2BP3 IL1RAP IL7R INPP5F IPO7 IRS1 ITSN1 ITSN2 JARID2 JUN KAT6A KAT6B KDM5A KIF11 KIF14 KIF20B KIF23 KIF2A KIF5C KLF10 KLF6 KLF7 KPNA3 KRIT1 LARP4 LARP4B LARS2 LHFPL2 LIMCH1 LRPPRC LYN MAMLD1 MAN2A1 MAP1B MAP2K1 MAP2K4 MAP4K5 MAPK6 MARCHF6 MARCHF7 MARF1 MARK3 MBD2 MBNL1 MDN1 MECP2 MED13 MED13L MEIS2 MELK MGAT5 MGLL MICAL3 MID1 MKLN1 MNAT1 MOK MSH2 MTCL1 MTF2 MTREX MTX2 MYBL1 MYC MYCBP2 MYO10 MYO1B NAA20 NBN NCK1 NCOA1 NCOA3 NDC80 NEDD4 NEK7 NFIB NFYC NMT2 NPEPPS NPIPB5 NR2F2 NR3C1 NREP NRG1 NRIP1 NUAK1 NUMB NUP153 NUP98 NVL OGT OPA1 ORC2 ORC5 OSBPL8 OXSR1 PAFAH1B1 PAIP1 PALM2AKAP2 PALS2 PARD3 PARG PARN PAWR PBX3 PCMT1 PDE8A PDS5A PEX3 PHF21A PHF3 PHIP PHLPP1 PHLPP2 PIBF1 PICALM PIK3C3 PIKFYVE PIP4K2A PJA2 PKD2 PKN2 PKP4 PMM2 PMS1 PNISR PPFIA1 PPM1B PPP1R12A PPP2CA PPP2R2A PPP2R3A PPP2R5C PPP2R5E PPP3CB PRIM2 PRKACB PRKCA PRKCI PRMT3 PRR3 PRRC2C PTENP1 PTK2 PTPN12 PTPN2 PTPRA PTPRK PUM1 PUM2 PUM3 QKI R3HDM1 R3HDM2 RAB3GAP1 RAB6A RABGAP1 RAD23B RAPGEF2 RASA1 RB1 RBFOX2 RBM39 RBM6 RBMS1 RBMS1P1 RBPJ RCOR1 REV3L RFTN1 RGS20 RGS7 RNF13 RNGTT ROCK2 RPGR RRAS2 RUNX1 RYK SAMD4A SATB2 SCAF8 SCHIP1 SEC14L1 SEC24A SEC24B SEMA3C SEMA5A SEPTIN9 SERPINE1 SETD2 SHB SLC25A13 SLC4A7 SLC7A1 SLK SMAD3 SMARCA2 SMC5 SMCHD1 SMURF2 SNX13 SOCS5 SOS1 SPECC1L SPEN SPOP SRGAP2 SRPK2 SRSF3 SRSF7 SSBP1 STAG1 STAM STARD13 STAU2 STIL STK24 STK3 STK39 STRN3 SUZ12 SWAP70 TAB2 TAF4 TASOR TBL1X TCF12 TCF7L2 TDRD7 TGFB2 THBS2 TIAM1 TIPARP TJP2 TLE1 TLE4 TLK1 TLK2 TMEM131 TOP2A TOPBP1 TP53BP2 TRAK1 TRAM2 TRAPPC8 TRIM2 TRIM33 TRIM37 TRIO TRIP12 TRRAP TSPAN5 TUBGCP3 TUT4 U2SURP UBE2D2 UBE2G1 UBE3A UBL3 UBR2 UBR5 UCK2 UGCG UPF2 USP12 USP13 USP24 USP32P2 USP6 USP9X UTP18 UVRAG VEGFC VPS13A WAPL WASF3 WASHC4 WDR43 WDR7 WNT5A WRN WWC1 XPO1 XRCC4 YAP1 ZC3H4 ZDHHC17 ZFYVE9 ZHX2 ZHX3 ZMIZ1 ZMYM2 ZMYM4 ZMYND11 ZMYND8 ZNF148 ZNF292 ZNF638 ZNF804A ZZZ3 DACOSTA_UV_RESPONSE_VIA_ERCC3_COMMON_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DACOSTA_UV_RESPONSE_VIA_ERCC3_COMMON_UP ABCB6 ACAA1 ACOT2 ACYP1 ALAS1 ATF3 BRD2 BTG1 CBR1 CCNE2 CDC34 CDC6 CDKN1C CEBPD CEP68 CLK3 CLTB CNP CTSV DGAT1 DNAL4 EFNA1 EIF2S3 ERCC5 FAM8A1 FGFR3 GABARAPL1 GLUL GNS GPRC5B H2AC18 HEXIM1 HLA-E HLA-F HRAS KCNJ4 LHX2 LIN37 MICB NAT1 NEU1 NSUN5P2 NXF1 OSR2 PCNA PIM2 PLPBP PNRC1 RELA RFC5 RGS2 RHOB RNF103 RPS6KB2 RSL1D1 SELENOW SHOX2 SLC30A3 SLC6A8 SRM SYF2 TBCC TFAM TK1 TMEM109 TNFSF9 TOB1 TP53I3 TPBG TPM2 TREX1 TSPYL2 TUBA4A TUBB4B ZNF263 DACOSTA_UV_RESPONSE_VIA_ERCC3_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DACOSTA_UV_RESPONSE_VIA_ERCC3_DN ABCC1 ABCE1 ABI1 ABLIM3 ACAP2 ACBD3 ACSL3 ACSL4 ACVR1 ADAM10 ADAM17 ADARB1 ADCY9 ADGRA3 ADGRG6 ADNP ADORA2B AFAP1 AFF1 AGAP1 AGFG1 AGO2 AHCTF1 AHDC1 AKAP10 AKAP11 AKAP13 AKAP9 ALCAM AMPH ANAPC10 ANKLE2 ANKMY2 ANKRD17 ANKRD28 ANKS1A AP3B1 APBB2 APC APP APPBP2 AQR ARAP2 ARFGEF1 ARHGAP11A ARHGAP12 ARHGAP19 ARHGAP29 ARHGAP35 ARHGEF10 ARHGEF7 ARID4A ARID5B ARIH1 ARNT2 ASAP2 ASCC3 ASXL1 ATAD2B ATF2 ATP11B ATP13A3 ATP2B1 ATP2B4 ATP2C1 ATP6V1H ATP8B1 ATR ATRN ATRX ATXN1 ATXN2 AUH AURKA AVL9 AZIN1 BARD1 BAZ1A BAZ1B BAZ2B BBX BCAR3 BDNF BHLHE40 BICD1 BICRAL BLM BLTP1 BMERB1 BMP2K BMPR1A BPTF BRCA1 BRCA2 BTAF1 BTRC BUB1B C2CD2 C2CD3 C2CD5 CAMSAP2 CAND1 CAP2 CASK CASP8 CAV2 CBFB CBLB CCDC6 CCDC93 CCN1 CCN2 CCND1 CCSER2 CD2AP CDC16 CDC27 CDC42BPA CDH2 CDK13 CDK17 CDK19 CDK8 CDKN1B CDS2 CDYL CEMIP CENPA CENPC CENPE CENPF CEP135 CEP170 CEP350 CERS6 CHD1 CHD9 CHST3 CHSY1 CKAP5 CLASP1 CLASP2 CLEC16A CLINT1 CLIP1 CLOCK CNOT2 CNOT4 COG5 COL1A2 COL5A2 COL8A1 CRADD CREB1 CREB3L2 CREB5 CREBBP CRIM1 CRY1 CRYBG3 CSE1L CSNK1A1 CSNK2A1 CTBP2 CTCF CTIF CUL1 CUL2 CUX1 CXCL12 CYTH1 DAAM1 DAPK1 DBF4 DCUN1D4 DDR2 DDX10 DDX17 DDX21 DDX42 DEK DENND2B DENND5A DHX15 DICER1 DKK1 DLC1 DLEU2 DLG1 DLGAP5 DMD DMXL2 DNAJB6 DNAJC13 DNAJC2 DNMBP DOCK1 DOCK4 DOCK9 DOK5 DOP1B DPYD DST DUSP1 DUSP4 DUSP5 DYRK1A E2F3 E2F5 EFNA5 EFR3A EGFR EHBP1 EIF3A EIF4E EIF4G3 ELL2 ELOVL2 EMC2 ENC1 EPHA4 EPHB2 EPS15 EPS8 ERC1 EVI5 EXT1 F3 FAM168A FAM169A FAM171A1 FAM172A FAM193A FARS2 FAT1 FBXL7 FBXW11 FCHSD2 FERMT2 FGF2 FGF5 FILIP1L FLNB FLRT2 FNBP1L FNDC3A FOXD1 FOXJ3 FOXK2 FOXN3 FOXO3 FRYL FTO FUBP1 FUT8 FXR1 FYN GALK2 GALNT1 GAPVD1 GARRE1 GBE1 GBF1 GCC2 GCNT1 GIGYF2 GINS1 GJA1 GLRB GMPS GNAI1 GNAQ GNE GOLGA4 GPATCH8 GRK5 GSE1 GSK3B GTF2E2 GTF2F2 GTF3C2 HAT1 HDAC4 HEG1 HELZ HERC4 HIF1A HIRA HIVEP1 HIVEP2 HLTF HMGXB4 HMMR HNRNPDL HNRNPH3 HOMER1 HOXB2 HPCAL1 IBTK ID1 ID3 IER3 IFRD1 IGF1R IGF2BP3 IGF2R IL1R1 IL1RAP IL7R INHBB INPP5F IPO7 IRS1 ITCH ITGA6 ITPR1 ITSN1 ITSN2 JARID2 JUN KAT6A KAT6B KAZN KDM3A KDM3B KDM4C KDM5A KDM5B KIDINS220 KIF11 KIF14 KIF20B KIF23 KIF2A KIF5C KIFAP3 KIN KLC1 KLF10 KLF6 KLF7 KLHDC10 KLHL20 KPNA3 KRIT1 LAMC1 LARP4 LARP4B LARS2 LDLR LHFPL2 LMNB1 LPAR1 LRIG1 LRPPRC LRRFIP1 LSM5 LTN1 LYN MACF1 MAD1L1 MALT1 MAMLD1 MAN2A1 MAP1B MAP2K1 MAP2K4 MAP3K14 MAP3K4 MAP4K5 MAPK14 MAPK6 MAPK8 MARCHF6 MARCHF7 MARK3 MAST2 MBD2 MBNL1 MBOAT2 MDFIC MDN1 ME2 MECOM MECP2 MED1 MED13 MED13L MEF2A MEIS2 MELK MGAT5 MGLL MIA2 MICAL2 MICAL3 MICU2 MID1 MITF MKLN1 MN1 MNAT1 MNT MOB4 MOK MPHOSPH9 MRTFA MSH2 MSH3 MSH6 MTAP MTCL1 MTF2 MTFR1 MTIF2 MTMR3 MTR MTREX MTX2 MYBL1 MYC MYCBP2 MYO10 MYO1B MYO9B MYOF N4BP1 N4BP2L2 NALF1 NAMPT NAV3 NBAS NBN NBPF14 NCK1 NCKAP1 NCOA1 NCOA2 NCOA3 NCOR2 NDC80 NECTIN3 NEDD4 NEK1 NEK4 NEK7 NFATC3 NFIB NFKB1 NFYC NIPBL NMT2 NPAT NPEPPS NPIPB3 NR2F2 NR3C1 NREP NRG1 NRIP1 NSMAF NT5C2 NUAK1 NUMB NUP133 NUP153 NUP160 NUP98 NVL OGT OPA1 ORC2 ORC5 OSBPL8 OSMR OTUD4 OXSR1 PAFAH1B1 PAIP1 PALM2AKAP2 PALS2 PARD3 PARG PARN PAWR PBX3 PCCA PCF11 PCMT1 PCNT PDE8A PDLIM5 PDS5A PDS5B PEX14 PEX3 PHF14 PHF20 PHF21A PHF3 PHF8 PHIP PHLPP1 PHLPP2 PIBF1 PICALM PIK3C2A PIK3C3 PIK3R4 PIKFYVE PIP4K2A PIP5K1A PJA2 PKD2 PKN2 PKP4 PLAUR PLCB4 PLCE1 PLOD2 PLPP3 PLSCR1 PMM2 PMS1 PNISR PODXL POLR2B PPFIA1 PPIP5K2 PPM1B PPP1R12A PPP2CA PPP2R2A PPP2R3A PPP2R5A PPP2R5C PPP2R5E PPP3CB PPP3R1 PRIM2 PRKACB PRKCA PRKCI PRMT3 PRR3 PRRC2C PSD3 PSME4 PTEN PTK2 PTPN1 PTPN12 PTPN13 PTPN2 PTPN4 PTPN9 PTPRA PTPRK PTPRM PTX3 PUM1 PUM2 PUM3 QKI R3HDM1 R3HDM2 RAB21 RAB31 RAB3GAP1 RAB6A RABGAP1 RABGAP1L RAD23B RAD51C RALA RANBP2 RAP1A RAPGEF2 RASA1 RB1 RB1CC1 RBFOX2 RBM39 RBM6 RBMS1 RBMS1P1 RBPJ RBPMS RCOR1 RDX REV3L RFTN1 RGL1 RGS20 RGS7 RHOBTB3 RIF1 RIN2 RLF RNF13 RNF2 RNGTT ROCK1 ROCK2 ROR1 RPGR RPS6KA2 RPS6KA3 RRAS2 RSBN1 RUNX1 RYBP RYK SACS SAMD4A SASH1 SATB2 SCAF8 SCAMP1 SCHIP1 SEC14L1 SEC24A SEC24B SEC24D SECISBP2L SEMA3C SEMA5A SEPTIN9 SERPINB2 SERPINE1 SETD2 SETD3 SETDB1 SETX SFMBT1 SGMS1 SHB SHOC2 SIK3 SIPA1L1 SKAP2 SKIC3 SLC11A2 SLC16A7 SLC20A2 SLC23A2 SLC25A12 SLC25A13 SLC25A24 SLC27A3 SLC35A3 SLC4A7 SLC7A1 SLIT2 SLK SMAD3 SMAD4 SMAD6 SMAD7 SMARCA1 SMARCA2 SMARCA5 SMC3 SMC5 SMCHD1 SMURF2 SNW1 SNX13 SNX2 SNX4 SOCS5 SOCS6 SON SOS1 SOS2 SOX9 SP100 SP3 SPAG9 SPART SPAST SPC25 SPECC1L SPEN SPG11 SPIDR SPOP SPRED2 SRGAP2 SRPK2 SRSF3 SRSF7 SSBP2 ST3GAL5 STAG1 STAG2 STAM STARD13 STAU2 STIL STK10 STK24 STK3 STK39 STRN3 STXBP3 SUCO SUPT20H SUZ12 SWAP70 SYNE2 SYNJ2 TAB2 TAF15 TAF4 TANK TAOK3 TASOR TBC1D31 TBL1X TCF12 TCF7L2 TDG TDRD3 TDRD7 TEAD1 TERF1 TFPI TGFB2 TGFBR2 TGFBR3 TGIF1 THBS2 THOC2 TIA1 TIAM1 TIPARP TIPRL TJP2 TLE1 TLE4 TLK1 TLK2 TMCC1 TMEM131 TMEM131L TMEM87A TNFAIP8 TNKS TOGARAM1 TOP1 TOP2A TOPBP1 TP53BP1 TP53BP2 TPST1 TRAK1 TRAM2 TRAPPC8 TRIM2 TRIM24 TRIM33 TRIM37 TRIM44 TRIO TRIP12 TRPC1 TRRAP TSC22D2 TSPAN5 TTC28 TTK TUBGCP3 TUT4 TXNRD1 U2SURP UBE2D2 UBE2D3 UBE2E1 UBE2G1 UBE3A UBL3 UBR2 UBR5 UBXN7 UCK2 UGCG UPF2 URI1 USP12 USP13 USP15 USP24 USP34 USP6 USP7 USP9X UST UTP18 UTP20 UVRAG VCL VEGFC VEZF1 VLDLR VPS13A VPS13B VRK1 WAPL WASF1 WASF3 WASHC4 WBP4 WDFY3 WDHD1 WDR37 WDR43 WDR7 WNT5A WRN WWC1 WWP1 WWTR1 XPO1 XPO6 XRCC4 YAF2 YAP1 YTHDF3 YY1 ZBTB11 ZBTB18 ZBTB20 ZC3H14 ZC3H4 ZDHHC17 ZEB1 ZEB2 ZFHX3 ZFP36L2 ZFYVE16 ZFYVE9 ZHX2 ZHX3 ZMIZ1 ZMYM2 ZMYM4 ZMYND11 ZMYND8 ZNF148 ZNF292 ZNF451 ZNF638 ZNF804A ZZEF1 ZZZ3 DACOSTA_UV_RESPONSE_VIA_ERCC3_TTD_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DACOSTA_UV_RESPONSE_VIA_ERCC3_TTD_DN ACAP2 ACVR2A AGO2 AHDC1 AMPH ARAP2 ARHGEF10 ASXL1 ATRN ATXN1 AVL9 BICD1 BTAF1 CCND1 CDC42BPA CDKN1B COL1A2 CREB5 CTIF DMD DNAJC2 DOCK4 DOCK9 DST EIF3A FAM168A FAM193A GALK2 GPATCH8 GPR176 GSE1 HAS2 HEG1 HERC4 INTS3 ITCH KLHL20 LPAR1 LRP6 MAD1L1 MALT1 MIA2 MITF MPHOSPH9 MSH3 NALF1 NAV3 NECTIN3 NFIB PCNT PDS5B PEX14 PHF14 PIK3C2A PLCE1 PLPP3 PTPRM RALGAPB RB1CC1 RBPMS ROR1 SERPINB2 SFMBT1 SGMS1 SKAP2 SLC16A7 SMAD7 SON SYNJ2 TEAD1 TMCC1 TMEM131L TOGARAM1 TOP1 TRIM24 TSC22D2 UBXN7 USP15 UST VPS13B WDHD1 WDR37 ZEB2 ZFHX3 DACOSTA_UV_RESPONSE_VIA_ERCC3_TTD_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DACOSTA_UV_RESPONSE_VIA_ERCC3_TTD_UP AAMP ADD1 ADO AMACR ARPC4 BAD BAK1 BSG BUD23 CALR CAVIN1 CBX2 CBX4 CDK16 CDKN2B COX6A1 EPHX1 EPOR ERBB2 ERCC2 FKBP2 FLNA GALK1 GALNT2 GCH1 GET3 GLS GNL1 HOXD9 IGFBP6 KISS1 MDK MPDU1 MRPL28 MRPS12 MVD MYBL2 PCDH9 PDAP1 PDLIM7 PGF PLCB3 PLD3 PLXNA3 PPIF PVR RPUSD2 SAT1 SMARCD2 STAT1 STK25 STX16 THBS1 TLE5 TNFSF13 TRIM21 TRIM25 UBA1 UBL4A DACOSTA_UV_RESPONSE_VIA_ERCC3_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DACOSTA_UV_RESPONSE_VIA_ERCC3_UP AAMP ABCB6 ABCF3 ABHD14A ACAA1 ACOT2 ACYP1 ADA ADO AGPAT2 ALAS1 ALDH1B1 ALDOA AMACR AP2S1 AP3M2 ARPC4 ARRB2 ASL ATF3 ATP6V1F BAD BAG1 BAK1 BOLA2 BRD2 BRMS1 BSG BTBD2 BTG1 BTG2 BUD23 C2CD2L CA5BP1 CASP3 CBR3 CBX2 CBX4 CCDC85B CCND3 CCNE1 CCNE2 CCNG2 CDC34 CDC6 CDK16 CDK2 CDKN1C CDKN2B CDKN2C CDO1 CDT1 CEBPD CEP68 CLCN2 CLK1 CLK3 CLTB CNP CREBZF CREG1 CREM CSRNP2 CTH CTSV CYB5B CYB5R1 CYP1B1 CZIB DAXX DDT DGAT1 DMPK DNASE2 DUSP3 E2F1 ECI1 EEF1D EFNA1 EIF2S3 EIF3I EIF4EBP1 ENSG00000275616 EPHX1 EPOR ERBB2 ERCC1 ERCC2 ERGIC3 ESS2 EWSR1 FADS1 FAM8A1 FDXR FEN1 FGFR3 FKBP1A FLNA FRAT2 GABARAPL1 GAGE1 GALNT2 GAS1 GATD3 GCAT GCH1 GDI2 GET3 GLS GLUD1 GLUL GNL1 GPRC5B GRHPR GRINA GSTP1 GSTT1 GSTT2 HAUS3 HEXIM1 HEXIM2-AS1 HHEX HLA-A HLA-E HLA-F HLA-G HLA-J HNRNPU HOXD9 HSPA1A HSPA2 HYAL2 ICAM3 IDH2 IFI30 IFIT1 IFITM2 IGFBP6 IL11RA IRF1 ISG15 ITM2B JUNB KCNJ4 KLHDC3 LHX2 LIN37 LMF2 LY6E MAT2A MAZ MBD4 MBOAT7 MCM4 MCM5 MDK MEA1 MED6 MFAP3 MGAT1 MICB MLLT11 MOAP1 MPDU1 MRPL23 MRPL28 MRPS12 MVD MYBL2 NAT1 NCBP2 NCDN NCLN NDUFB7 NDUFS7 NDUFV1 NEU1 NFE2L1 NFKBIE NME3 NOP2 NPRL2 NPTXR NR4A1 NSUN5P1 NXF1 OAZ2 OGFR OGG1 OSR2 PAFAH1B3 PAQR4 PCDH9 PCNA PDAP1 PDCL PDLIM7 PER2 PGF PHLDA2 PIM2 PITX2 PKMYT1 PLCB3 PLD3 PLEKHO2 PLPBP PLTP PLXNA3 PMAIP1 PNP PNRC1 POLR2A PPIE PPIF PPP1CA PPP2R5D PQBP1 PRPF4 PSMB10 PSMC3 PSMC3IP PSMD8 PTPN11 PVR RAB8A RABAC1 RAD9A RBM38 RBM4 RELA RFC2 RFC5 RGS2 RHOB RNF103 RNF113A RNF40 RPL23 RPN1 RPS15A RPS6KB2 RPUSD2 RSL1D1 RSRP1 S100A13 SAC3D1 SAP18 SAT1 SCO2 SDF2 SELENOW SERPINH1 SHMT1 SHMT2 SHOX2 SIGMAR1 SIX1 SLC1A5 SLC25A4 SLC30A3 SLC6A8 SMARCD3 SMIM10L1 SMPD1 SMPDL3A SNHG29 SNRPA SPR SQSTM1 STK25 STX16 SULT1A2 SYNM TBCC TCIRG1 TERF2 TEX30 TFAM THAP3 THBS1 TK1 TM7SF2 TMBIM6 TMED1 TMEM109 TMX4 TNFRSF10D TNFSF13 TNFSF9 TOB1 TP53 TP53I3 TPBG TPM2 TREX1 TRIAP1 TRIM13 TRIM21 TRIM25 TSPYL2 TST TUBA4A TUBB2A TYK2 TYMS U2AF2 UBA1 UQCRC1 UROD UROS YKT6 ZFPL1 ZKSCAN1 ZNF263 ZNF330 ZNF510 ZNHIT1 DACOSTA_UV_RESPONSE_VIA_ERCC3_XPCS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DACOSTA_UV_RESPONSE_VIA_ERCC3_XPCS_DN ABCE1 ACAP2 ADCY9 AGFG1 AGO2 AHDC1 AKAP10 ARAP2 ARHGEF10 ASXL1 ATP2C1 ATP8B1 ATRN AVL9 BDNF BICD1 BMPR1A BTRC CDH2 CDKN1B CENPC CTIF CUL2 DKK1 DLEU2 DLG1 DOCK4 DOCK9 DST DUSP5 E2F5 EIF3A FAM168A FAM193A GPATCH8 GRK5 GSE1 HEG1 HERC4 HOXB2 IGF1R IL6 INTS3 MALT1 MPHOSPH9 MTAP MYO9B NALF1 NAV3 NECTIN3 NFATC3 NFKB1 PCCA PCNT PDLIM5 PDS5B PHF14 PIK3C2A PLCB4 PLCE1 PTEN PTX3 RALGAPB RANBP2 RB1CC1 RPS6KA3 SFMBT1 SLC25A12 SLIT2 SMAD4 SON SOS2 SP100 TERF1 TGFBR3 TMCC1 TMEM131L TOGARAM1 TSC22D2 UBXN7 VLDLR VPS13B WDR37 WWP1 ZEB2 DACOSTA_UV_RESPONSE_VIA_ERCC3_XPCS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DACOSTA_UV_RESPONSE_VIA_ERCC3_XPCS_UP ADO ALDH1B1 BUD23 CASP3 CCNT2 CDKN1C COX6A1 CTH FRAT2 GLS GSTT2 HAUS3 IRF1 LACRT MED6 MPDU1 PCDH9 PDCL RAD9A RPUSD2 SAT1 TERF2 TP53 TRIM21 ZKSCAN1 DAIRKEE_CANCER_PRONE_RESPONSE_BPA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DAIRKEE_CANCER_PRONE_RESPONSE_BPA BRWD1 C1QBP CKM COX6A2 CSE1L DHX15 EIF2S2 EIF3B ERBB3 FAM8A1 FARSA FARSB FKBP5 GLUL GOT2 GSPT1 GTF3A H4C3 HBZ IGFBP2 INPPL1 MOGS MTHFD1 MTOR MYC MYH3 MYOG NDUFB2 NUP93 PIK3R1 PPM1G PSMA2 PSMD1 PTEN QDPR RANBP1 RB1 RDX SDHA SNRPA1 SNRPD1 SORD SRL TNNC1 TNNI1 TOP2A TRAP1 TRIP12 TSC1 UCK2 ZFYVE26 DAIRKEE_CANCER_PRONE_RESPONSE_BPA_E2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DAIRKEE_CANCER_PRONE_RESPONSE_BPA_E2 ABCA3 ACAA2 ACTN3 ANP32B AP3S1 APLP2 ATF4 ATP5MC3 BARD1 BCAP29 C1QTNF3 CAVIN2 CHAF1A COX8A CTPS1 DCLK1 DDC DDX39A DOCK2 EBNA1BP2 EEF1D EIF2B5 EIF2S1 EIF2S3 EIF3A EIF4A1 EIF4B EIF4E EIF4EBP1 EIF4G1 EIF4G2 ENAH EPRS1 EPS15 FBL FBXL22 FBXO17 FMO1 GAPDH GATM GSK3B H3-3B HDAC11 HMGA1 HMGB2 HMGN2 HNRNPC HPCA HSPB2 IFRD1 IGF1R ITGB1BP2 ITPKA KHSRP KLHL40 KPNB1 LBR LST1 MAPKAPK3 MARK2 MCM7 MKNK1 MX2 MYBPH MYL4 NCAM1 NDUFS3 NEIL1 NOP16 NPNT PARM1 PDPK1 PGAM2 PKIA PKMYT1 PLP2 POLD2 POLR2C POLR2H PPP2CA PPP2R2A PRDX6 PRKAG3 PSMA6 PSMB2 PTP4A2 RAB14 RFC5 RPL15 RPL29 RPL36 RPL4 RPS6 RPS6KB1 RRM2 S100A4 SEC61A1 SFPQ SGCA SLC25A6 SRSF3 STYXL2 SUPT16H TCP1 TKT TMEM38A TNNC2 TNNT1 TPM1 TTN TXN UNC45B UQCRH USP10 USP2 VBP1 XIRP1 ZBTB18 DAIRKEE_CANCER_PRONE_RESPONSE_E2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DAIRKEE_CANCER_PRONE_RESPONSE_E2 ABCC4 ACTC1 APLNR ATP2A1 ATP2B4 CNR1 DAAM2 DUT EIF4A2 EML2 ERCC2 FST HADHA IDH3A LDB3 LMNB1 MYL11 MYOM2 NDUFB6 PDK2 PPFIA4 PPP2CB RFTN1 RYR1 SGCG SLC1A5 TNNT2 TSC2 DALESSIO_TSA_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DALESSIO_TSA_RESPONSE ANXA1 ARC ATF3 CGA CLU DHRS2 FOS FOSL2 GADD45B GAGE12F GAGE12G H2AC18 H2BC8 HSPA1A HSPB8 LGALS1 MMP12 NTS PLA2G6 PPP1R15A SNAI1 SPANXA1 SPANXC SSX1 STXBP6 TEX14 DANG_BOUND_BY_MYC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DANG_BOUND_BY_MYC ABCB10 ABCB6 ABCC4 ABI3 ABT1 ACAD8 ACADM ACE ACHE ACO2 ACOX1 ACOX3 ACP3 ACP5 ACSS2 ACTG1 ACTR3 ACYP2 ADAM22 ADCY9 ADGRE5 AGPS AHCYL1 AHSG AIFM1 AIMP2 AKAP1 AKAP10 AKAP9 AKR1A1 AKR7A2 ALDH2 ALDH9A1 ALG5 ALOXE3 AMD1 AMMECR1 AMPD2 AMPD3 ANAPC10 AP4B1 AP4E1 AP4M1 AP4S1 APBA3 APC APEX1 APP APPL1 AQR ARF1 ARF4 ARFGAP2 ARFIP2 ARFRP1 ARHGEF7 ARID4A ARL1 ARL6IP5 ARPC4 ARPP19 ARRB2 ARSB ASAH1 ASB1 ASB16 ASCL2 ASH2L ATF4 ATF6 ATF7 ATG12 ATM ATP1A2 ATP5F1B ATP5F1C ATP5F1E ATP5MC2 ATP5PO ATP6V1D ATP6V1G2 ATXN10 AVP AZIN1 BARD1 BAX BAZ1B BBC3 BCAT1 BCCIP BCKDHB BCL2L12 BCL3 BIRC3 BIRC6 BLK BLM BLZF1 BMP4 BSG BTBD1 BTN2A1 BUB1 BZW1 C9orf43 CACNB1 CACNG3 CACYBP CAD CALM2 CALR CAPZA1 CASP8AP2 CASP9 CBS CBX3 CBX5 CCDC6 CCHCR1 CCKBR CCL14 CCNB1 CCND2 CCT5 CCT7 CCT8 CD164 CD180 CD2AP CD63 CD79B CDC16 CDC25A CDC25B CDC25C CDC6 CDK16 CDK4 CDK6 CDKL3 CDKN1B CDKN2B CEACAM5 CEBPA CEBPZ CEP83 CEPT1 CFDP1 CH25H CHD1L CHERP CHRNB1 CIAO1 CIB1 CIR1 CISH CKS2 CLCN2 CLCN3 CLCN6 CLINT1 CLN3 CLP1 CLUL1 CMAS CNDP2 CNOT4 CNOT9 CNPY2 CNTN2 COL4A1 COL4A2 COPS2 COPS3 CORO1C COX15 COX7A2L COX7C CPSF1 CR2 CRADD CRAT CREB1 CREBL2 CRIPT CSDE1 CSF2RB CST5 CSTB CSTF3 CTDSP1 CTSC CTSF CUL5 CUTA CWC27 CXCL2 CXXC1 CYB561D2 CYBA CYTH2 CYTIP DAP3 DAXX DBI DBP DCAF8 DCK DCTN3 DCTN4 DDB1 DDX1 DDX10 DDX11 DDX17 DDX18 DDX3X DDX41 DDX5 DEF6 DEGS1 DFFA DGCR6 DIABLO DKC1 DLEU1 DLEU2 DMAC2L DMAP1 DMTF1 DNAI1 DNAJA2 DNTT DPAGT1 DPM1 DPM2 DPY30 DPYSL3 DRG1 DYNC1LI1 E2F1 E2F3 EEA1 EEF1E1 EGR3 EIF2S1 EIF2S3 EIF3C EIF3I EIF3K EIF4A1 EIF4B EIF4E EIF4E2 EIF4EBP2 EIF4H EIF5A2 ELK1 ELL ELOA ELOVL1 EMC8 EMP1 ENO1 ENO2 ENOPH1 ENTPD7 EPB42 EPC1 EPHX1 EPM2A ERBB2 ERCC6 ERF ERLIN1 ERO1A ESD ETF1 ETFA EXO1 EXOSC8 FADS3 FAH FANCF FASN FBXO5 FECH FGF9 FGFR4 FKBP2 FLOT2 FOSL1 FOXM1 FPGS FRY FTSJ1 FUT1 FXN FXR1 FXR2 FZD5 GABARAP GABPA GAK GAL GALC GALT GAPDH GAS8 GASK1B GATB GCFC2 GCLC GDAP1 GDE1 GEMIN2 GINS1 GINS2 GLA GLRA3 GLT8D1 GMDS GMIP GNA12 GNB1L GNL1 GNL3 GNS GOLGA5 GOLPH3 GPN3 GPR132 GPR4 GPSM3 GRK4 GSK3B GSTO1 GSTP1 GTF2H2 GTF3C4 GTF3C5 H2AC11 H2AC13 H2AC14 H2AC15 H2AC17 H2AC18 H2AC6 H2AC7 H2AX H2AZ1 H2BC10 H2BC11 H2BC12L H2BC14 H2BC15 H2BC17 H2BC21 H2BC4 H2BC6 H2BC7 H2BC8 H2BC9 H4C13 H4C14 H4C2 H4C4 H4C5 H6PD HADHB HARS1 HAX1 HBA1 HBA2 HBB HBP1 HCFC2 HDAC3 HDAC6 HERC1 HERPUD1 HES1 HIF1A HINT1 HLA-DPB1 HLA-DRB3 HLA-F HMBS HMG20A HMGA1 HMGN2 HMMR HMOX1 HNRNPA1 HNRNPA2B1 HNRNPDL HNRNPUL1 HOOK2 HOXD13 HOXD3 HS3ST2 HSD11B2 HSF2BP HSP90AA2P HSP90B1 HSPA14 HSPA4 HSPA8 HSPA9 HSPD1 HSPE1 ICAM1 ID2 ID3 IDH3B IER2 IER5 IFI30 IFNAR1 IFNGR1 IFRD2 IGBP1 IGKC IL11RA IL13 IL17C IL2 ILK IMPA2 ING1 INSM1 INSR IRF2 IRF3 IRF9 ISG20 ITGA6 ITGB1 ITGB3BP IVNS1ABP JARID2 JRKL JUNB KCNH4 KDM5A KDM5C KEAP1 KHK KHSRP KIAA1586 KIF15 KIF20A KIF20B KLF1 KLK10 KPNA3 LAGE3 LAIR1 LAIR2 LAMC1 LAMP1 LAMTOR5 LANCL1 LATS1 LBR LDHA LIPT1 LMNA LMX1B LNPEP LSM1 LSM8 LSP1 LSR LTA4H LTB LZTFL1 LZTR1 M6PR MACROH2A1 MAD2L1 MADD MAEA MAFF MAGEA3 MAGEF1 MAGOH MAN2A1 MAN2A2 MANF MAP2K5 MAP2K7 MAP3K20 MAP3K5 MAP4K5 MAPK7 MAPRE1 MAPRE2 MARS1 MAT2A MAT2B MBD1 MBD4 MBNL1 MCCC2 MCL1 MCM3 MCM5 MCM7 MDH1 MDM2 MED17 MEIS1 MEIS2 MELTF MEN1 MET METTL1 METTL13 MFAP1 MFNG MGAT2 MGST1 MIR155HG MKLN1 MKNK1 MKRN1 MKRN4P MLXIP MMP15 MMP8 MNX1 MOCS2 MOCS3 MPC1 MPHOSPH6 MPO MRPL40 MRTO4 MSH2 MSN MST1 MST1R MT2A MT3 MTERF1 MTF2 MTHFD1 MTHFR MTOR MTPN MUC1 MUC5B MYBL2 MYC MYCBP MYCL MYCT1 NACA NAGA NAGPA NAP1L1 NAT10 NBN NBR1 NBR2 NCAPG NCBP1 NCBP2 NCL NDRG1 NDUFA1 NDUFA2 NDUFA6 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFS1 NDUFS6 NEFM NFAT5 NFIL3 NFKBIB NFKBIL1 NFS1 NGB NHERF2 NID1 NIT1 NME1 NME2 NOD1 NOL7 NOP2 NOTCH4 NPM1 NPRL2 NR1D1 NR6A1 NRAS NTHL1 NTN3 NUBP1 NUBP2 NUDT6 NUFIP1 NUP153 NUP155 NUP54 NUP62 NUP88 NXT1 OAZ1 OCA2 OCIAD1 ODC1 OGA P3H1 PA2G4 PAICS PAIP2 PALS2 PAPPA PARG PARP1 PARP2 PARP3 PAX3 PCBD2 PCM1 PCMT1 PCNA PCNP PCYT1A PDCD10 PDE4C PDE6D PDGFB PDHA1 PDK2 PDK3 PDPK1 PER1 PEX11B PEX14 PEX16 PEX3 PEX6 PFDN6 PFKFB4 PFN1 PHB1 PHB2 PIAS1 PIGF PIGP PIK3C3 PINK1 PKM PKN2 PKP1 PLA2G15 PLA2G4A PLA2G6 PLOD3 PMM2 PMPCB PMS1 PMS2P3 PMVK PNO1 POLB POLD2 POLD4 POLE3 POLH POLR1B POLR1D POLR1H POLR3A POLR3D POLR3G POLR3K POMT2 POU2F1 PPA1 PPAT PPFIA1 PPIA PPID PPP1CB PPP1R12A PPP1R12C PPP1R3D PPP1R7 PPP2CA PPP2R1B PPP3CA PPP6C PPT2 PQBP1 PRDM8 PRDX3 PRDX5 PREP PRKAB1 PRKAB2 PRKCSH PRKDC PRKRA PRMT5 PRPS2 PRPSAP1 PRTN3 PSAP PSEN2 PSMA1 PSMA5 PSMB1 PSMB5 PSMB7 PSMC4 PSMC5 PSMD10 PSMD14 PSMD3 PSMD5 PSMD7 PSMD8 PSME3 PSMG1 PTDSS1 PTGER2 PTGES3 PTMA PTOV1 PTP4A1 PTPA PTPN1 PTPN6 PWP1 PYCARD PYCR1 PYCR2 QDPR RAB11A RAB1A RAB3A RAB3GAP2 RAB5IF RAB8A RABGEF1 RAC2 RAD51 RAD51AP1 RAD54L RANBP3 RAP2B RAPGEF6 RARA RARB RBBP4 RBBP8 RBL1 RBM15B RBM3 RBM39 RBM4 RBM8A RCC1 RCL1 RECQL RECQL5 RFC2 RFX5 RGL2 RGS2 RHEB RHOG RIDA RIGI RIOX2 RIPK2 RIPPLY3 RLN1 RNASET2 RNF141 RNF4 RNF7 RNFT1 RNPS1 RPL10 RPL13 RPL13A RPL15 RPL18 RPL19 RPL22 RPL26 RPL27 RPL27A RPL3 RPL31 RPL32 RPL37 RPL5 RPL8 RPL9 RPS13 RPS15 RPS16 RPS17 RPS19 RPS20 RPS21 RPS25 RPS26 RPS27A RPS27L RPS29 RPS5 RPS6 RPS6KA2 RPS6KA5 RPS6KB1 RRAGA RRAS RSL24D1 RXRB RXYLT1 SAE1 SAP18 SAP30 SARS1 SCAMP3 SCAND1 SCD SCLY SCML2 SCO1 SCOC SDF2 SDF2L1 SEC23B SEC61B SEC62 SERF1B SERP1 SERPINE1 SERPINE2 SERTAD1 SFMBT1 SFXN3 SGPL1 SH2D3C SHMT1 SHPK SIGMAR1 SIM2 SIRT1 SLA SLBP SLC12A2 SLC19A1 SLC1A4 SLC22A3 SLC22A4 SLC25A11 SLC25A28 SLC25A3 SLC25A40 SLC26A4 SLC28A2 SLC2A4RG SLC31A1 SLC39A6 SLC39A7 SLC39A8 SLC43A1 SLC4A2 SLC5A6 SLC7A1 SLIT1 SMAD3 SMAD7 SMARCAD1 SMC1A SMN1 SNAPC1 SNAPC3 SNRNP40 SNRPA SNRPB SNRPB2 SNRPD3 SNX3 SNX5 SOD1 SOX12 SP4 SPAG5 SPAG6 SPAST SPIB SPTLC2 SQSTM1 SRD5A1 SREBF2 SRI SRM SRP54 SRP68 SRPRA SRRM2 SRSF1 SRSF11 SRSF2 SRSF5 SRSF7 SSB ST6GALNAC4 STAT6 STK26 STMN1 STOML3 STUB1 STX10 STX16 STYXL1 SUCLG1 SUGT1 SUPT16H SUPT5H SURF6 SYK SYMPK SYNGR2 SYPL1 TAGLN2 TCF12 TCIRG1 TERT TESK2 TFRC TGFB1 TGFB2 TGFB3 TGIF2 THAP12 THBS4 THRAP3 TIMM10 TIMM23B TIMM8A TIMM9 TK1 TLE3 TLL2 TMED10 TMEM126A TMEM187 TNFAIP1 TOB2P1 TOP1 TOPBP1 TP53 TPP2 TRAP1 TRAPPC3 TRIB1 TRIM25 TRMT13 TRMT6 TSC2 TSEN34 TTC33 TTC4 TUBG1 TULP3 TUSC2 TXN TYK2 TYMP TYMS U2AF1 U2SURP UBA52 UBAC1 UBE2C UBE2D3 UBE2G2 UBE2K UBL3 UBQLN1 UBXN1 UBXN8 UCHL1 UCP1 UCP3 ULBP1 UQCR10 UQCRC2 UROD USO1 USP1 USP11 USP4 USPL1 UXT VAMP1 VAMP2 VAPA VASP VCP VDAC2 VDAC3 VGF VHL VPS29 VPS52 WDR36 WDR4 WDR46 WDR5 WNT10B WT1 XK XRCC6 YBX3 YIF1A YWHAH YY1 ZFP36L1 ZFP36L2 ZFPL1 ZKSCAN5 ZKSCAN8 ZMPSTE24 ZNF12 ZNF134 ZNF136 ZNF142 ZNF146 ZNF174 ZNF225 ZNF234 ZNF271P ZNF274 ZNF304 ZNF35 ZNF410 ZNF451 ZNF544 ZNF593 ZNF7 ZNF85 ZNG1A ZPR1 ZSCAN9 DANG_MYC_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DANG_MYC_TARGETS_DN ACP5 ALDH9A1 APP ARPC4 CDKN1B CDKN2B CEBPA CSDE1 DLEU2 DNTT ERBB2 GTF2H2 HMOX1 ID3 ILK ITGB1 LAMC1 LAMP1 MSN MYC NDRG1 PDGFB PTPA PTPN1 RARA SERPINE1 SFXN3 TGFB1 TMEM126A VHL ZFP36L1 DANG_MYC_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DANG_MYC_TARGETS_UP AIMP2 AKAP1 APEX1 BAX BCAT1 CAD CBX3 CCKBR CCNB1 CCND2 CCT5 CDC25A CDC25C CDK4 CEBPZ CKS2 CSTB CTSC DBI DDX10 DDX18 DDX5 DKC1 DPY30 E2F1 E2F3 EIF2S1 EIF3C EIF4A1 EIF4B EIF4E EMP1 ENO1 EXOSC8 FASN FOSL1 FXN GAPDH GNL3 H2AZ1 HMGA1 HNRNPA1 HNRNPA2B1 HSP90AA2P HSPA4 HSPA8 HSPA9 HSPD1 HSPE1 ID2 IMPA2 IRF9 LDHA LTA4H MAT2A METTL1 MGST1 MIR155HG MRTO4 MSH2 MTHFD1 MYCT1 NAP1L1 NBN NCL NME1 NME2 NPM1 NRAS NUP155 ODC1 PA2G4 PAX3 PCNA PHB1 PINK1 POLD2 PPAT PPIA PPID PRDX3 PREP PRPS2 PSMB1 PSMG1 PTMA PYCR1 RCC1 RFC2 RIOX2 RPL10 RPL13 RPL19 RPL22 RPL26 RPL27 RPL27A RPL3 RPL32 RPL5 RPL9 RPS13 RPS16 RPS17 RPS19 RPS20 RPS5 RPS6KA2 SHMT1 SLC25A3 SLC39A6 SMN1 SNRPB SNRPD3 SRM SRSF1 SRSF2 SRSF7 SURF6 TERT TFRC TK1 TOP1 TP53 TXN TYMS UBE2C UCHL1 UXT YBX3 DANG_REGULATED_BY_MYC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DANG_REGULATED_BY_MYC_DN A2M ACP5 ACSL1 ADM AKAP12 AKT1 AKT2 ALB ALDH9A1 ANXA4 ANXA6 APP AQP1 ARF4 ARHGAP25 ARHGEF7 ARPC4 ARVCF ATRX B3GALT1 BDNF BRD2 CALD1 CANX CASP1 CASP3 CAST CAV1 CAVIN3 CCN2 CCND1 CCNG2 CCNH CD151 CD3E CD47 CD48 CDH2 CDKN1A CDKN1B CDKN2B CEBPA CFB CHAF1B CHP1 CKAP2L COL1A1 COL1A2 COL3A1 COL5A1 COL6A3 CPD CRYAB CSDE1 CSK CSPG4 CSTB CTBS CTSB CXCL10 CYFIP2 DDB2 DDIT3 DDX5 DGKZ DLEU2 DNTT DUSP1 DUSP6 EDN1 ELAVL4 ERBB2 ERRFI1 F2R F3 FADS2 FAS FBLN5 FCGRT FN1 FOSL2 FOXN3 FSTL1 FTH1 FTL FZD1 GAA GABRG2 GADD45A GADD45G GAS1 GBP2 GCN1 GDI1 GLT8D1 GLYR1 GM2A GOLGA2 GPC1 GPM6B GTF2H2 H3-3B HBEGF HIVEP2 HMOX1 HNRNPH1 HSPB1 ID2 ID3 IER3 IFI35 IFIT1 IGF2R IL1RAP ILK IMPACT INHBA IRAG2 IRF7 ISCU ITGAL ITGB1 ITM2B JPH2 KIF14 KLF4 KLF7 LAMC1 LAMP1 LAMP2 LIMS1 LOX LXN LYZ MAGI2 MAN2B1 MAP3K1 MAPK3 MCC MDM2 MGP MLF2 MSN MT1A MTREX MYC MYL12A MYO1B MYO1C NCAM1 NDRG1 NIBAN1 NMT1 NPC2 NPPB NPRL3 NREP NUCB1 NXN OAS1 OPRPN PAK2 PAM PDGFB PDGFRA PDGFRB PDLIM7 PEA15 PERP PEX19 PHLDB1 PIM1 PLA1A PLAC8 PLAUR PLD1 PLS3 PMAIP1 PMP22 POM121 POSTN PPIE PPP1R15A PPP2R5E PRLR PTPA PTPN1 PTPRN PYCR1 RAB10 RAB2A RABIF RARA RB1 REN ROCK1 RPS12 RPS23 RRM2B RSAD2 SCAMP1 SCPEP1 SDCBP SEPTIN4 SERINC3 SERPINB1 SERPINE1 SFN SFXN3 SLC11A1 SLC2A2 SLC2A5 SLC4A1 SNCA SP3 SPARC SPTAN1 SUCLA2 SUMO1 SYNJ1 TCHH TCN2 TCTA TGFB1 TGFBR2 THBS1 THY1 TIMP2 TMEM126A TMSB4X TPM1 TRIM31 TRIP12 TSPAN7 TSPO UBE2L3 UBE2V1 UGT1A1 UGT1A6 UGT2B15 VAMP3 VARS1 VCAM1 VEGFA VEGFD VHL VLDLR WFS1 YME1L1 ZFP36L1 ZXDB DANG_REGULATED_BY_MYC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DANG_REGULATED_BY_MYC_UP CLPB EFTUD2 FEZ2 HOMER1 RRP9 RUVBL2 SEPHS2 SERPINE1 SFXN1 SHMT1 SLC16A1 SLC20A1 SLC25A3 SLC25A4 SLC2A1 SLC6A1 SLC7A5 SMN1 SNRNP70 SNRPB SNRPD2 SNRPD3 SREBF1 SRM SRPK1 SRSF1 SRSF2 SRSF7 STAT5B SUMO2 SURF6 SYNGR1 TARBP1 TBL3 TCF3 TDP1 TERT TFDP1 TFRC THOP1 THRA TIMM23B TK1 TLE4 TOP1 TP53 TRAF2 TXN TXNL4A TXNRD1 TYMS UAP1 UBE2C UCHL1 UCK2 UCN2 UMPS UNC119 UXT VARS1 VDAC1 VRK1 WDR12 WDR3 YWHAE ZNF239 ZNF330 ZNF532 DARWICHE_PAPILLOMA_PROGRESSION_RISK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DARWICHE_PAPILLOMA_PROGRESSION_RISK ABHD14B ACKR3 ACTL6B AFF3 ATG2A C16orf96 C4orf54 CALCOCO1 CATSPER3 CD2 CD2AP CHCHD5 CLYBL COL20A1 CRKL CXCL16 CYP3A5 DOCK4 DYRK1A EGLN3 FMO5 GGT7 GJB2 GPR37 GSDMC GSTM1 HAND1 HGD IQCF1 KIF6 KPNB1 KRTAP6-3 LAG3 LGALS2 LIM2 MAN2A2 MCM4 MFAP3L MORN5 MUC2 MXI1 NEK4 NR6A1 NUDT12 PLEKHM2 PRKX PRRT1 PSORS1C2 PTX4 R3HCC1L RAMP2 RELN RGS14 RINL SERPINH1 SGTA SIGLEC5 SLC38A10 SMIM33 SOX4 STOM TCHHL1 TEX26 THEM5 TIA1 TMOD1 TNFRSF12A TRAF2 TRBV11-3 TRPC6 TTN UBE2D4 UCK2 XDH XPC ZNF787 ZSCAN2 DARWICHE_PAPILLOMA_RISK_HIGH_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DARWICHE_PAPILLOMA_RISK_HIGH_DN ABHD14B ACAD9 ACSBG1 ACTA1 ACTA2 ACTG2 ACTL6B AFF3 AKIRIN2 AKR1C3 AMBRA1 ANKEF1 ANP32A APOD APOE APP ARAP1 ARHGAP4 ARL2 ARMC9 ASNS ATP6V0D1 BAG6 BAIAP2 BCL2A1 BEST1 BHLHE22 BRF1 BRSK2 C11orf58 C14orf119 C16orf90 CA3 CALCOCO1 CALM2 CAPN2 CCL27 CCNI CCT6B CDC42EP2 CDS1 CENPC CFAP144 CHCHD5 CHP1 CHST11 CITED2 CLEC3B COL20A1 COQ8A CP CPA5 CTSV CX3CR1 DCTN1 DENR DGUOK DIP2A DOK4 DYNLT2B EBF2 EIF5A FAM178B FAM186A FAM217A FAM3A FBRSL1 GABARAPL2 GADD45GIP1 GBA1 GID8 GNAO1 GRIP1 GSTZ1 GTF2E2 GTF2I HMBOX1 IFT20 IGHG1 IL17A INAVA IRAK1 ITPR1 KCNU1 KRT2 KRTAP5-2 KRTAP6-3 LGALS2 LGMN LHX3 LMOD2 LRRC58 LTBP4 LYAR LYZ MAN2A2 MAP1LC3A MAP2K5 MAPK8IP3 MED17 MEF2C MEOX2 MRPL19 MSI1 MYCN MYO1A NBN NIT1 NPTXR NUF2 OGFOD2 OTUD1 OVOL2 PABPC4 PACSIN2 PAQR7 PATJ PDP2 PDXDC1 PEPD PEX16 PHF2 PKHD1 PLA2G10 PLAC8 PLET1 POLI POLR1HASP PPP1R27 PTPRJ-AS1 PUS10 PVT1 PYGO2 QPRT RBM12 RNF181 RNF19A RNF26 RPAIN RSPO1 RTN4R RTRAF SAR1A SCN1B SIGLEC5 SLC35B1 SLC39A13 SMIM11 SMU1 SOD1 SOD3 SOX5 SPAG5 SPATA31D1 SPC24 SPP1 SRF SRSF1 STRAP SWAP70 TCP1 TCTE1 TEKTIP1 TEX48 TLCD3B TMEM144 TNP2 TPM3 TRBV4-1 TREM2 TRPC6 TSC22D4 TSSK6 TTC9 TTLL11 TUBA8 TYRO3 UBE4B UCK2 WDR70 YTHDF2 YWHAB ZNF493 ZNF787 ZNF830 DARWICHE_PAPILLOMA_RISK_HIGH_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DARWICHE_PAPILLOMA_RISK_HIGH_UP ACAN ACOT9 ARG1 ART5 AXL BATF3 BBLN BID BZW1 CACNA1E CACYBP CALML5 CAMK4 CCDC38 CCT4 CD248 CEACAM7 CHI3L1 CHKA CHPT1 CLVS1 CMPK2 COX19 COX5B CRELD1 CSPP1 CSTA CX3CL1 CXCL16 DNAJC1 DRD5 DYNLL1 EEF1B2 EEF1D ELAPOR1 ELAVL1 EML4 ENAH ENG ENO1 ESD EXT2 FABP4 FAM162A FES FOXL2 FTL GALK1 GCLM GDF5 GKN3P GPR15LG GSK3B GSTA1 H2AZ1 HAMP HBE1 HBS1L HEXA HOMER3 HRC HSPD1 ICAM1 ID1 IDE IFITM3 IL1B IL36A JAG1 KLF13 KLK6 KLK9 KPRP LCE3B LDHA LIF LRIF1 LTB4R LY6E LYPD2 MAP6 MCAM MGAT1 MORN5 MRPS18A MT1A MYC NCAN NCL NEK4 NFE2L2 NHP2 NRSN1 PDCD5 PDS5B PFKL PGAM1 PGK1 PLEKHA4 PMEPA1 PPIC PRG3 PRRC1 PTPRCAP QDPR RAB2B RAB5IF RACGAP1 RASIP1 RHOH RNASE2 RNASE3 RPL39 RPS3A RPS6KA4 RPTN RUBCN RYR1 S100A11 S100A8 S100A9 SAMHD1 SARAF SDR9C7 SELENOT SERPINB4 SFN SFPQ SLPI SMIM8 SNHG3 SNHG9 SPIC SPNS3 SPRR2A SRM SRSF1 SSU72 STX16 SUCLG2 SUN1 TGFA TMEM248 TMEM65 TNFRSF25 TP73 TRAF2 TRMT1 TXN UBE2C UGT2B28 VHL VPS37A WFDC2 DARWICHE_PAPILLOMA_RISK_LOW_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DARWICHE_PAPILLOMA_RISK_LOW_DN ABHD14B ACSBG1 ACTA1 ACTA2 ACTG2 AKIRIN2 AMBRA1 ANKEF1 ANP32A APOD APOE ARAP1 ARHGAP4 ARL2 ASNS BAG6 BAIAP2 BATF3 BCL2A1 BEST1 BID BRF1 BRSK2 C11orf58 C14orf119 C16orf90 CALM2 CCL27 CCNI CCT4 CCT6B CD248 CDC42EP2 CDS1 CFAP144 CHCHD5 CHP1 CITED2 CLEC3B CLVS1 COQ8A CP CPA5 CRELD1 CSPP1 CTSV CX3CR1 CXCL16 DCTN1 DENR DGUOK DIP2A DNAJC1 DOK4 EBF2 ELAPOR1 EML4 FAM178B FAM186A FAM217A FAM3A FBRSL1 FOXL2 GADD45GIP1 GID8 GKN3P GNAO1 GRIP1 GSK3B GSTZ1 GTF2E2 GTF2I ICAM1 IFT20 IGHG1 IRAK1 ITPR1 KCNU1 KLF13 KRT2 KRTAP5-2 LGMN LTBP4 LYAR LYZ MAN2A2 MAP1LC3A MAP2K5 MAPK8IP3 MED17 MEF2C MEOX2 MORN5 MRPS18A MSI1 MT1A MYC MYCN MYO1A NBN NCAN NIT1 NPTXR NRSN1 NUF2 OGFOD2 OTUD1 OVOL2 PABPC4 PACSIN2 PAQR7 PATJ PDP2 PEPD PEX16 PHF2 PKHD1 PLA2G10 PLAC8 PLET1 POLI POLR1HASP PPP1R27 PTPRJ-AS1 PUS10 PVT1 PYGO2 QPRT RAB2B RACGAP1 RASIP1 RNF181 RNF19A RNF26 RPAIN RSPO1 RTN4R RTRAF SAMHD1 SLC39A13 SMIM8 SMU1 SOD1 SOD3 SOX5 SPATA31D1 SPP1 SRF SRSF1 STRAP SUN1 SWAP70 TEKTIP1 TEX48 TLCD3B TMEM144 TNP2 TPM3 TRBV4-1 TREM2 TRMT1 TSC22D4 TSSK6 TTC9 TTLL11 TYRO3 UBE4B VHL YTHDF2 ZNF493 ZNF787 ZNF830 DARWICHE_PAPILLOMA_RISK_LOW_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DARWICHE_PAPILLOMA_RISK_LOW_UP ACAD9 ACAN ACOT9 ACTL6B AFF3 AKR1C3 APP ARG1 ARMC9 ART5 ATP6V0D1 AXL BBLN BHLHE22 BZW1 CA3 CACNA1E CACYBP CALCOCO1 CALML5 CAMK4 CAPN2 CCDC38 CEACAM7 CENPC CHI3L1 CHKA CHPT1 CHST11 CMPK2 COL20A1 COX19 COX5B CSTA CX3CL1 DRD5 DYNLL1 DYNLT2B EEF1B2 EEF1D EIF5A ELAVL1 ENAH ENG ENO1 ESD EXT2 FABP4 FAM162A FES FTL GABARAPL2 GALK1 GBA1 GCLM GDF5 GPR15LG GSTA1 H2AZ1 HAMP HBE1 HBS1L HEXA HMBOX1 HOMER3 HRC HSPD1 ID1 IDE IFITM3 IL17A IL1B IL36A INAVA JAG1 KLK6 KLK9 KPRP KRTAP6-3 LCE3B LDHA LGALS2 LHX3 LIF LMOD2 LRIF1 LRRC58 LTB4R LY6E LYPD2 MAP6 MCAM MGAT1 MRPL19 NCL NEK4 NFE2L2 NHP2 PDCD5 PDS5B PDXDC1 PFKL PGAM1 PGK1 PLEKHA4 PMEPA1 PPIC PRG3 PRRC1 PTPRCAP QDPR RAB5IF RBM12 RHOH RNASE2 RNASE3 RPL39 RPS3A RPS6KA4 RPTN RUBCN RYR1 S100A11 S100A8 S100A9 SAR1A SARAF SCN1B SDR9C7 SELENOT SERPINB4 SFN SFPQ SIGLEC5 SLC35B1 SLPI SMIM11 SNHG3 SNHG9 SPAG5 SPC24 SPIC SPNS3 SPRR2A SRM SRSF1 SSU72 STX16 SUCLG2 TCP1 TCTE1 TGFA TMEM248 TMEM65 TNFRSF25 TP73 TRAF2 TRBV4-1 TRPC6 TUBA8 TXN UBE2C UCK2 UGT2B28 VPS37A WDR70 WFDC2 YWHAB DARWICHE_SKIN_TUMOR_PROMOTER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DARWICHE_SKIN_TUMOR_PROMOTER_DN ABHD14B ACAD9 ACSBG1 ACTA1 ACTL6B AFF3 AKIRIN2 AKR1C3 AMBRA1 ANKEF1 ANP32A APOE APP ARG1 ARMC9 ASNS BAG6 BCL2A1 BEST1 BHLHE22 BID BRF1 BRSK2 C11orf58 C14orf119 C16orf90 CACYBP CALCOCO1 CALM2 CALML5 CAMK4 CCL27 CCNI CCT6B CDC42EP2 CDS1 CEACAM7 CENPC CFAP144 CHCHD5 CHST11 CLEC3B COL20A1 COQ8A COX19 CP CSPP1 CSTA CX3CR1 DCTN1 DENR DGUOK DIP2A DOK4 EBF2 EEF1D EIF5A ELAPOR1 FAM162A FAM178B FAM186A FAM217A FAM3A FBRSL1 FES GADD45GIP1 GALK1 GCLM GDF5 GID8 GRIP1 GSTA1 GSTZ1 GTF2E2 GTF2I HEXA HMBOX1 HRC HSPD1 IFT20 IGHG1 IL17A IL1B IL36A INAVA ITPR1 JAG1 KCNU1 KLK6 KPRP KRT2 KRTAP5-2 KRTAP6-3 LGALS2 LGMN LMOD2 LRRC58 LYAR MAPK8IP3 MED17 MEF2C MEOX2 MGAT1 MORN5 MRPL19 MSI1 MT1A MYC MYCN MYO1A NBN NEK4 NFE2L2 NIT1 OGFOD2 OTUD1 PABPC4 PACSIN2 PDP2 PDS5B PDXDC1 PEPD PEX16 PHF2 PKHD1 PLA2G10 PMEPA1 POLI PPP1R27 PRRC1 PTPRJ-AS1 PUS10 PVT1 PYGO2 QPRT RACGAP1 RASIP1 RNASE2 RNF19A RNF26 RPAIN RPL39 RPTN RSPO1 RTN4R RTRAF S100A11 SAMHD1 SAR1A SARAF SCN1B SELENOT SERPINB4 SFN SFPQ SIGLEC5 SLC35B1 SLC39A13 SMIM11 SMIM8 SOX5 SPAG5 SPATA31D1 SPC24 SPRR2A SRF SRSF1 STRAP SUCLG2 SWAP70 TCTE1 TEKTIP1 TEX48 TLCD3B TMEM144 TNFRSF25 TPM3 TRBV4-1 TREM2 TRPC6 TSC22D4 TSSK6 TTC9 TUBA8 TXN TYRO3 UBE4B UCK2 VHL WDR70 YTHDF2 ZNF493 ZNF787 ZNF830 DARWICHE_SKIN_TUMOR_PROMOTER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DARWICHE_SKIN_TUMOR_PROMOTER_UP ACAN ACOT9 ACTA2 ACTG2 APOD ARAP1 ARHGAP4 ARL2 ART5 ATP6V0D1 AXL BAIAP2 BATF3 BBLN BZW1 CA3 CACNA1E CAPN2 CCDC38 CCT4 CD248 CEACAM7 CHI3L1 CHKA CHP1 CHPT1 CITED2 CLVS1 CMPK2 COX5B CPA5 CRELD1 CTSV CX3CL1 CXCL16 DNAJC1 DRD5 DYNLL1 DYNLT2B EEF1B2 ELAVL1 EML4 ENAH ENG ENO1 ESD EXT2 FABP4 FOXL2 FTL GABARAPL2 GBA1 GKN3P GNAO1 GPR15LG GSK3B H2AZ1 HAMP HBE1 HBS1L HOMER3 ICAM1 ID1 IDE IFITM3 IRAK1 KLF13 KLK9 LCE3B LDHA LHX3 LIF LRIF1 LTB4R LTBP4 LY6E LYPD2 LYZ MAN2A2 MAP1LC3A MAP2K5 MAP6 MCAM MRPS18A NCAN NCL NHP2 NPTXR NRSN1 NUF2 OVOL2 PAQR7 PATJ PDCD5 PFKL PGAM1 PGK1 PLAC8 PLEKHA4 PLET1 POLR1HASP PPIC PRG3 PTPRCAP QDPR RAB2B RAB5IF RBM12 RHOH RNASE3 RNF181 RPS3A RPS6KA4 RUBCN RYR1 S100A8 S100A9 SDR9C7 SLPI SMU1 SNHG3 SNHG9 SOD1 SOD3 SPIC SPNS3 SPP1 SPRR2A SRM SRSF1 SSU72 STX16 SUN1 TCP1 TGFA TMEM248 TMEM65 TNP2 TP73 TRAF2 TRMT1 TTLL11 UBE2C UGT2B28 VPS37A WFDC2 YWHAB DARWICHE_SQUAMOUS_CELL_CARCINOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DARWICHE_SQUAMOUS_CELL_CARCINOMA_DN ABHD14B ACAD9 ACSBG1 ACTA1 ACTA2 ACTG2 ACTL6B AFF3 AKIRIN2 AKR1C3 AMBRA1 ANKEF1 ANP32A APOD APOE APP ARHGAP4 ARMC9 ART5 ASNS ATP6V0D1 BAG6 BATF3 BBLN BCL2A1 BHLHE22 BRF1 BRSK2 C11orf58 C14orf119 C16orf90 CA3 CALCOCO1 CALM2 CALML5 CCL27 CCNI CCT6B CDS1 CENPC CFAP144 CHCHD5 CHST11 CLEC3B COL20A1 COQ8A COX19 CP CPA5 CSPP1 CX3CR1 DCTN1 DENR DGUOK DIP2A DOK4 DYNLT2B EBF2 EIF5A EML4 FAM178B FAM186A FAM217A FAM3A FBRSL1 FOXL2 GABARAPL2 GADD45GIP1 GBA1 GID8 GNAO1 GRIP1 GSTZ1 GTF2E2 GTF2I HAMP HMBOX1 HOMER3 IFT20 IGHG1 IL17A IL36A INAVA IRAK1 ITPR1 KCNU1 KPRP KRT2 KRTAP5-2 KRTAP6-3 LGALS2 LGMN LHX3 LMOD2 LRIF1 LRRC58 LTB4R LYAR MAP1LC3A MAP6 MAPK8IP3 MED17 MEF2C MEOX2 MGAT1 MRPL19 MSI1 MYCN MYO1A NBN NIT1 NPTXR NUF2 OGFOD2 OTUD1 OVOL2 PABPC4 PACSIN2 PAQR7 PATJ PDP2 PDXDC1 PEPD PEX16 PHF2 PKHD1 PLA2G10 POLI PPP1R27 PRRC1 PTPRJ-AS1 PUS10 PVT1 PYGO2 QPRT RACGAP1 RBM12 RNASE3 RNF26 RPAIN RPS3A RSPO1 RTN4R RTRAF SAR1A SCN1B SELENOT SERPINB4 SFN SIGLEC5 SLC35B1 SLC39A13 SMIM11 SMU1 SOX5 SPAG5 SPATA31D1 SPC24 SRF SRSF1 SSU72 STRAP SWAP70 TCTE1 TEX48 TLCD3B TMEM144 TNFRSF25 TNP2 TPM3 TRAF2 TRBV4-1 TREM2 TRPC6 TSC22D4 TSSK6 TTC9 TUBA8 TYRO3 UBE4B VPS37A WDR70 YTHDF2 ZNF493 ZNF787 ZNF830 DARWICHE_SQUAMOUS_CELL_CARCINOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DARWICHE_SQUAMOUS_CELL_CARCINOMA_UP ACAN ACOT9 ARAP1 ARG1 ARL2 AXL BAIAP2 BEST1 BID BZW1 CACNA1E CACYBP CAMK4 CAPN2 CCDC38 CCT4 CD248 CDC42EP2 CEACAM7 CHI3L1 CHKA CHP1 CHPT1 CITED2 CLVS1 CMPK2 COX5B CRELD1 CSTA CTSV CX3CL1 CXCL16 DNAJC1 DRD5 DYNLL1 EEF1B2 EEF1D ELAPOR1 ELAVL1 ENAH ENG ENO1 ESD EXT2 FABP4 FAM162A FES FTL GALK1 GCLM GDF5 GKN3P GPR15LG GSK3B GSTA1 H2AZ1 HBE1 HBS1L HEXA HRC HSPD1 ICAM1 ID1 IDE IFITM3 IL1B JAG1 KLF13 KLK6 KLK9 LCE3B LDHA LIF LTBP4 LY6E LYPD2 LYZ MAN2A2 MAP2K5 MCAM MORN5 MRPS18A MT1A MYC NCAN NCL NEK4 NFE2L2 NHP2 NRSN1 PDCD5 PDS5B PFKL PGAM1 PGK1 PLAC8 PLEKHA4 PLET1 PMEPA1 POLR1HASP PPIC PRG3 PTPRCAP QDPR RAB2B RAB5IF RASIP1 RHOH RNASE2 RNF181 RNF19A RPL39 RPS6KA4 RPTN RUBCN RYR1 S100A11 S100A8 S100A9 SAMHD1 SARAF SDR9C7 SFPQ SLPI SMIM8 SNHG3 SNHG9 SOD1 SOD3 SPIC SPNS3 SPP1 SPRR2A SRM SRSF1 STX16 SUCLG2 SUN1 TCP1 TEKTIP1 TGFA TMEM248 TMEM65 TP73 TRMT1 TTLL11 TXN UBE2C UCK2 UGT2B28 VHL WFDC2 YWHAB DASU_IL6_SIGNALING_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DASU_IL6_SIGNALING_DN ASNS PPP1R3C SEPTIN11 SERPINE1 SULF1 TMBIM6 TPM1 DASU_IL6_SIGNALING_SCAR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DASU_IL6_SIGNALING_SCAR_DN ADAM10 CCN1 CCN2 HMOX1 ID3 LOXL2 PDGFRA PPP1R3C PRPS1 PSG6 SERPINE1 SGK1 SULF1 THBS1 TMBIM6 TPM1 DASU_IL6_SIGNALING_SCAR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DASU_IL6_SIGNALING_SCAR_UP ACAP2 ADCY9 AGRN CCNB1 CDC25B CDC42EP4 CIC CLEC3B DNM1 FCHO1 IRS1 LARP1 LTBP1 MAF MGRN1 MME MOXD1 MYO1D NT5E PBX3 PKIG PLEC PPL SREBF1 TMEM158 TNC TNXA TPX2 UBE2S ZFP36 ZFP36L2 DASU_IL6_SIGNALING_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DASU_IL6_SIGNALING_UP AGRN ANPEP ATP2B1 CCL2 CD47 CDC25B CEBPB CKS2 COL16A1 COL6A1 CXCL3 CXCL8 DNM1 DNM2 EMILIN1 ENG ENTREP3 FASN FCHO1 GAS6 GEM H2AC18 H2AC6 H2BC21 HLA-F HSPA1A HTRA1 IER3 IFI30 IL6 IRAK1 IRF9 KHSRP LY6E MAFF MAP2K2 MGRN1 MMP1 MMP3 NAGPA NMB PDPN PLA2G4C PLEC PTGES RGL1 SERPINB2 SOD2 SORBS3 SOX4 SREBF1 STMN2 TAPBP TFAP2C TGFB1 TMEM158 TNFAIP6 TRIM16 VEGFB ZFP36 ZFP36L2 DAUER_STAT3_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DAUER_STAT3_TARGETS_DN AQP3 ATP5MJ BCL2L13 DDX60 DNAJB4 GRB14 HERC5 HERC6 HEXIM1 HPGD HSPA1A HSPA1B HSPA6 ID3 IFI27 IFI35 IFI44 IFIH1 IFIT1 IFIT3 IFITM1 IRF7 ISG15 LAMP3 LAP3 MX1 OAS1 OAS2 OAS3 OASL PARP12 PDK4 PGRMC2 PRPF4B RIGI SAMD9 SP110 ST8SIA4 STAT1 TDRD7 TLR3 TMEM97 TNFSF10 TRANK1 TRIM14 TRIM22 TRIM5 USP18 DAUER_STAT3_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DAUER_STAT3_TARGETS_UP ABCA1 ADM AGT AKAP12 ATF3 BCL3 BCL6 C3 CCL2 CEBPD CTSB DUSP5 EFNA1 EFNB2 FEM1C FGA FGB FGG FLNB FOSL1 GFPT2 HEG1 ICAM1 IGFBP1 JUN KLF11 LBP LDLR NPC1 PALM2AKAP2 PFKFB3 PLA2G6 PLIN3 PLPP3 SAMD4A SERPINB3 SLC2A14 SLC2A3 SLC4A7 SOCS3 SOD2 STAT2 STAT3 TEAD4 THBS1 TRIB1 UGCG ZFP36 DAVICIONI_MOLECULAR_ARMS_VS_ERMS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DAVICIONI_MOLECULAR_ARMS_VS_ERMS_DN ADA ADGRA2 ADGRE5 ADGRL1 AKIP1 AMPD2 APLP2 ARHGEF40 ARL4A ASAP3 BMP1 BMP4 BOP1 BST2 C1orf54 CACNA1G CCDC25 CCND1 CD248 CDC42EP4 CHMP7 CITED1 CNNM4 COL5A2 COLEC12 CPM CRABP2 CREB3L1 CRTAP CSRNP3 CTDSPL CYP26B1 DENND1A DENND2A DLC1 DOK1 DUSP4 DUSP7 EEF1D EFEMP2 EGFR EHD1 EIF4EBP1 EMILIN1 EMP3 EPHB3 EPHB4 ERBB2 ERF EVA1B EXOSC4 EXT1 FABP5 FAM110B FAT4 FBLN1 FBN2 FHIP2B FKBP11 FNDC3B FZD4 FZD7 GALNT2 GAREM1 GAS2 GFUS GLT8D2 GMPPA GPAA1 GPC4 GSTM1 GULP1 HEY1 HIF3A HMGA2 HOXA10 HOXC10 HOXC11 HOXC6 IER2 IGF2BP2 INPP4B ISLR ITM2A ITM2C KAZALD1 KAZN KCTD12 KHNYN LAMA2 LHX6 LINC00963 LPAR1 LTBP4 LY6E MAGEL2 MAPKAPK3 MFAP2 MFAP4 MGAT1 MMP2 MYF5 NAV3 NBN NCOA2 NIBAN1 NNAT NRXN2 NUAK1 NYNRIN OBSL1 OCA2 OLFML1 OLFML3 OPLAH P3H3 P3H4 PARVA PDGFRL PGRMC1 PLAG1 PLBD1 PLK2 PLPP3 PMP22 PRAME PRR16 PSD3 PTGER4 PTH1R PTN PTP4A3 PTPN13 PVALB RAB32 RBMS3 REEP4 RGL1 RGS10 RHBDF1 RHOG RRBP1 SCARA3 SDC1 SEMA3B SERPINH1 SH3BP5 SIGIRR SLC1A3 SLC1A5 SLC39A14 SLC39A4 SLC43A3 SLC52A2 SMCO4 SNCAIP SOBP SORBS3 SOSTDC1 STEAP1 TMEM45A TNFRSF1A TP63 TPBG TRAPPC9 TRIB2 TRIL TRIP10 TRIP6 TRPS1 TSKU TSPAN9 TSSC4 WLS WNT11 ZFHX4 ZFP36L2 ZIC1 ZNF16 DAVICIONI_MOLECULAR_ARMS_VS_ERMS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DAVICIONI_MOLECULAR_ARMS_VS_ERMS_UP ABAT ABCG1 ACO1 ACOT7 ACOT9 ACYP1 ADAM10 ADK ADRA2A ADRA2C AGTPBP1 AKT3 AKTIP ALK AMZ2 ANK2 ANKRD17 ANKS1A AP5M1 ARHGAP25 ARHGAP26 ARHGAP6 ARHGEF2 ARHGEF4 ARL17A ARL3 ARPP19 ARRB1 ASCC3 ASRGL1 ASS1 ASTN2 B3GAT1 BBIP1 BCL11A BCL2L13 BLCAP BMERB1 BMP5 BRD3 BRINP1 C14orf132 CAAP1 CAMSAP1 CAPN6 CCNH CCP110 CD47 CDC14B CDC42EP3 CDH3 CDK14 CDK2AP1 CDS2 CDYL CELA2B CEP104 CEP68 CHD7 CHRNB3 CHST8 CLASP2 CLCN3 CLCN5 CLIP1 CNR1 COBL COG2 COL18A1 COQ9 COX7A1 CPD CRIP2 CRMP1 CSRNP2 CTBP2 CUL3 CYB561 DAG1 DAPK1 DCX DDR1 DET1 DHFR DIO2 DIPK1A DISC1 DIXDC1 DLGAP2 DLK2 DNASE1L1 DNMBP DOCK9 DST DTWD1 DZIP3 ECHS1 EDN3 EFHD2 EIF1AX ELMO1 ELOVL2 EMC9 ENDOG ENO3 ERI2 ERP44 EYA2 FAN1 FBXL5 FBXO9 FGFR2 FGFR4 FLVCR2 FOXF1 FOXO1 FRMPD1 FRY FRYL FTO GABPB1-IT1 GADD45A GADD45G GCA GGNBP2 GMIP GNB1 GNE GOSR1 GOT2 GREM1 GYPC HCCS HDAC5 HERC2 HMGN4 HPRT1 HSBP1 HSF2 IFT81 IL4R IQCG ISCA1 JAKMIP2 JARID2 KANK1 KATNIP KCND3 KCNN3 KDM4C KIF1B KLF7 LINC00588 LIPG LMO4 LPAR2 LRRFIP2 LSP1P5 MAGI2 MAMLD1 MAN1C1 MAP1LC3B MAPK6 MARCHF3 MARCHF6 MDC1 MED13L MEGF9 MEOX1 MET MICAL1 MINDY2 MLH3 MMUT MNAT1 MORC4 MREG MSRB1 MTMR4 MXRA7 MYB MYCN MYLIP MYMX MYO18A MYO1E MYOD1 MYOG NCOA1 NELL1 NET1 NF1 NHLH1 NKAIN1 NLGN4X NMRK1 NNT NOTCH1 NPC1 NPEPPS NR0B1 NRCAM NRN1 NRTN NTRK3 NUDT11 OAT OLFML2B OLIG2 PAFAH1B1 PAIP1 PARP1 PAX2 PAX5 PBK PCMT1 PCNT PCSK6 PDZRN3 PEBP1 PEG3 PGBD5 PIAS1 PIGN PIMREG PIPOX PITRM1 PKP4 PLPP1 PLPPR1 PODXL POLG2 POPDC3 POR POU4F1 PPM1H PPP3CA PRKAR2B PRKX PRMT2 PRRC2B PSEN2 PSMB2 PSME1 PTBP2 PTPRD PTPRF QDPR RAB28 RANGRF RAP1GAP2 RAPGEF4 RASSF4 RBM8A RBPJ RGS17 RIPOR2 RNF11 RNF111 RNF38 RNF5 RNGTT ROGDI RRAGA RRAGD RYR3 S1PR1 SAMD4A SATB2 SCAMP1 SEL1L3 SEMA5A SESN1 SGMS1 SGPL1 SH3GLB1 SHOC2 SLC24A3 SLC27A6 SLC30A9 SLC38A1 SLC46A3 SLC9A6 SMARCA5 SMPDL3A SNAI1 SOS2 SPATS2L SPIN2A SPINT2 SRSF4 STC2 STX7 SUN2 SYN2 SYNCRIP SYNE2 TAGLN3 TBC1D9 TBCA TBCD TEFM TEX14 TEX2 TFAP2A TFAP2B TFF3 THUMPD1 TLK2 TMEM120B TMEM131L TMEM260 TMEM47 TNFAIP1 TOM1L1 TOPORS TOX3 TRIM36 TRIM37 TRPV1 TSC22D2 TSPAN3 TSPYL4 TSTD2 TTC19 TULP4 TXNIP UBR2 USP12 VIPR2 WARS1 WASHC3 WSCD1 WWOX ZBTB18 ZCCHC14 ZNF248 ZNF330 ZNF43 ZNF91 DAVICIONI_PAX_FOXO1_SIGNATURE_IN_ARMS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DAVICIONI_PAX_FOXO1_SIGNATURE_IN_ARMS_DN ATP2A1 CCL2 DUSP4 GAS2 IGFBP3 MOXD1 MSTN MYL11 NAP1L1 NEFM OLFML3 PKIA PLK2 RGS2 SPRY4 TCF4 TNNC2 TRIB2 TRIL ZFP36L2 DAVICIONI_PAX_FOXO1_SIGNATURE_IN_ARMS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DAVICIONI_PAX_FOXO1_SIGNATURE_IN_ARMS_UP ABAT ACKR3 ADAM10 ALK ANK2 ARL4C ARRB1 ASS1 BMP5 CD9 COL18A1 DCX FGFR4 FMR1 GADD45A GPM6B HDAC5 IL4R INPP1 IRS2 JAKMIP2 KCNN3 KCNS3 LSP1P5 MAP1LC3B MARCHF3 MEG3 MET MN1 MORC4 MYCN MYO18A MYOD1 NEBL NELL1 NMRK1 NRCAM PAX5 PBK PON2 POU4F1 PPP1R14B PRKAR2B PRKCA PSEN2 RASL10A SGK1 SKP2 SPATS2L SULF1 TBC1D9 TCF7L2 TMEFF1 TMEM47 TMX4 TNFAIP3 TNS3 TRAM2 VWA5A WSB2 DAVICIONI_RHABDOMYOSARCOMA_PAX_FOXO1_FUSION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DAVICIONI_RHABDOMYOSARCOMA_PAX_FOXO1_FUSION_DN ATP2B4 COL11A1 FGF9 GLRX IGFBP3 MOXD1 MSTN MYL11 OLFML3 PDP1 PLK2 SOX11 TCF4 ZFP36L2 DAVICIONI_RHABDOMYOSARCOMA_PAX_FOXO1_FUSION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DAVICIONI_RHABDOMYOSARCOMA_PAX_FOXO1_FUSION_UP ABAT ACAT2 ACKR3 ADAM10 ALK ANK1 ANK2 AQP3 ARRB1 ASS1 BMP5 CARHSP1 CD9 CXCR4 CYRIA DCX DIPK1A EPB41L4B EYA1 FAM3C FGFR4 FGGY GADD45A GAREM1 GATM GPM6B HDAC5 ITPKB JAKMIP2 JUN MEG3 MET MMD MN1 MORC4 MYCN MYO18A MYOD1 NEBL NELL1 NMRK1 NR2F2 NRCAM NTAN1 NUP93 OSTF1 PDGFD PELI1 POU4F1 PPP1R14B PRKAR2B RWDD3 SKP2 STATH TBC1D9 TCF7L2 THEMIS2 TMEFF1 TMEM47 TMX4 TNFAIP3 VAV3 VWA5A ZNF395 DAVICIONI_TARGETS_OF_PAX_FOXO1_FUSIONS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DAVICIONI_TARGETS_OF_PAX_FOXO1_FUSIONS_DN ACTC1 ADORA1 ARHGAP15 ARHGEF6 ATP2A1 ATP2B4 BBX C3orf52 CCL2 CCL4 COBL COL11A1 DDIT4 DUSP4 EDN3 EDNRA EXPH5 FGF9 FKBP10 GAS2 GLRX GREM2 IGFBP3 ITPR1 KCNH2 KCTD12 KLHL41 LARP1 LRP5 LRRN3 MAP3K9 MICAL2 MOXD1 MSTN MYL1 MYL11 MYOG NAP1L1 NEB NEFM OLFML3 PDE4D PDP1 PKIA PLCB4 PLK2 PPFIA4 PPP1R3D RADX REEP1 RGS2 RUBCNL SOX11 SPARCL1 SPOCK2 SPRY4 SRSF6 TBC1D8 TCF4 TNIK TNNC2 TRIB2 TRIL TTN WDR7 ZFP36L2 DAVICIONI_TARGETS_OF_PAX_FOXO1_FUSIONS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DAVICIONI_TARGETS_OF_PAX_FOXO1_FUSIONS_UP AACS ABAT ABI1 ACAT2 ACKR3 ADAM10 ADAM19 ADAMTS1 ADAMTS5 ADD1 AKAP12 ALK ANK1 ANK2 AP2S1 APOBEC3B AQP3 ARF5 ARHGAP29 ARID5B ARL4C ARRB1 ASS1 AUTS2 BCHE BMP4 BMP5 CADM1 CAMK2N1 CAP1 CARD10 CARHSP1 CAV1 CAV2 CCN1 CCND2 CD44 CD58 CD9 CDH4 CHST11 CIB1 CLMN COL14A1 COL18A1 COL5A1 COL6A2 CREG1 CREM CSNK1E CSRP1 CTSA CTSC CTSV CUL3 CXCR4 CYBRD1 CYRIA DCX DDA1 DDAH1 DENND2A DICER1 DIPK1A DKK1 DKK2 DPY19L1 DTX4 DUSP1 E2F5 ECM1 ELK3 EMP1 EPB41L4B EPHA3 ERG28 EYA1 FABP5 FAM3C FBN2 FGFR4 FGGY FMR1 FOXO1 FST FXYD5 FZD1 GAD1 GADD45A GALNT10 GAREM1 GAS1 GATA2 GATM GPC3 GPM6B GRK3 GSDME HDAC5 HEBP1 HEG1 HES1 HMGCR HOXA11 HPCAL1 ID2 ID3 IGFBP6 IL27RA IL4R INHBA INPP1 IRS2 ITM2B ITPKB JAK1 JAKMIP2 JUN KCNN3 KCNS3 KLF4 KRT18 LDOC1 LEPROT LOXL2 LRPAP1 LRRC17 LSP1P5 LTBP1 M6PR MAFF MAGEL2 MAP1LC3B MAP3K5 MAP4K4 MARCHF3 MED27 MEG3 MET MGAT5 MMD MME MMP16 MN1 MORC4 MSL3 MSN MSX2 MYCN MYH9 MYO18A MYOD1 MYOF NCOA4 NDRG1 NEBL NELL1 NFASC NID1 NMRK1 NNMT NR2F2 NR3C1 NRCAM NRP2 NTAN1 NUP93 OSTF1 OTULINL P3H2 PALM2AKAP2 PAX5 PBK PCCA PCDH17 PCDH7 PCSK5 PDGFC PDGFD PEA15 PELI1 PGF PHACTR2 PLAT PLAU PLSCR1 PLXNC1 PON2 POU4F1 PPP1R14B PRKAR2B PRKCA PRRX1 PSEN2 PSMD8 PTGS1 PTPRE PTPRU PXDN RAB32 RAP1B RASL10A RHOB RHOBTB1 RWDD3 S100A10 S100A13 SATB1 SC5D SCN3A SCN3B SDC2 SDC4 SEPTIN6 SERPINE2 SERTAD2 SF3B5 SGK1 SH3BP5 SKP2 SMAD1 SNAI2 SOCS2 SPATS2L SPDL1 ST3GAL5 ST6GALNAC5 STATH STK32B SULF1 SUPT3H TBC1D9 TCF7L1 TCF7L2 TGFB1I1 TGIF1 THBS1 THEMIS2 TIMP1 TMEFF1 TMEM47 TMX4 TNFAIP3 TNS3 TPBG TPM4 TRAM2 TSPAN8 TXNDC15 UGP2 VAV3 VEGFC VSTM4 VWA5A WBP1L WSB2 YPEL5 ZNF395 DAVIES_MULTIPLE_MYELOMA_VS_MGUS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DAVIES_MULTIPLE_MYELOMA_VS_MGUS_DN ACTN1 ARHGAP1 CAP1 CD27 CDK14 CTSG DEFA3 DOK1 FCER1G GLUL LASP1 LITAF LY96 MARCKS MERTK MYH9 NPC2 PPBP RNASE6 S100A8 SAT1 SLC7A7 TLR1 TMSB4X VCL VNN2 DAVIES_MULTIPLE_MYELOMA_VS_MGUS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DAVIES_MULTIPLE_MYELOMA_VS_MGUS_UP COL11A2 FAT1 FRZB H2BC12 ITGA8 MFNG MTA2 PDE6G PITX3 RPS6KA4 RRAGD SGCE UBE2G2 DAWSON_METHYLATED_IN_LYMPHOMA_TCL1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DAWSON_METHYLATED_IN_LYMPHOMA_TCL1 ADGRL2 AJAP1 ARHGEF26 AUTS2 BHLHE22 CADPS2 CCSER1 CDKN2A CLEC16A CLVS2 CYRIB EGR2 EPHA7 ESR1 EVX2 FAM184A FIGN FOXC1 FOXD3 FOXG1 GAS1 GOLGA5 HMGN1 HOXA2 HOXD13 ID4 IRX3 ISM1 KLHL29 MACROD2 MDGA2 MEDAG NCAM1 NRSN1 OPRD1 OSBPL6 PCDH10 PKP4 PLCB4 PRR16 PTPRD RNF180 RUNX1T1 SAMD5 SLC24A3 SOGA3 SOX1 SOX17 SOX3 SPRY2 STK39 TBX18 TMEM229A TMEM30B TNFAIP2 TNS3 TSHZ3 ZDHHC5 ZIC3 DAZARD_RESPONSE_TO_UV_NHEK_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DAZARD_RESPONSE_TO_UV_NHEK_DN ABL1 ADCY9 ADGRL2 ADNP ADORA2B ADRB2 ADSL AFF1 AGO2 AHDC1 AHR AJAP1 AKAP9 AKR1C3 APPBP2 ARHGEF7 ARID3A ARID5B ASXL1 ATF2 ATP13A3 ATP2B1 ATRX AURKA AUTS2 BACH1 BAZ1A BAZ1B BAZ2B BBX BCAR3 BCL7A BICRAL BIRC2 BPTF BRD8 BTBD3 BUB1B CASP8 CBFA2T2 CBLB CCDC93 CCNB1 CCNB2 CCNE1 CDKN1B CDYL CEBPD CENPA CENPC CENPF CEP170 CEP350 CERS6 CHD1 CHD9 CLASP1 CNOT2 CNOT4 CPEB3 CREB3L2 CREBBP CTBP2 CTCF CUL1 CYTH1 DDIT4 DIDO1 DIO1 DKK1 DMTF1 DOCK4 DOCK9 DOP1A DST DTX2 DUSP7 DYRK1A DYRK2 E2F3 E2F5 EDRF1 EFNB2 ELF1 ELF2 ENOSF1 ERBB3 EXPH5 FAT1 FAT2 FEM1B FERMT2 FGFR2 FLG FNBP1L FNDC3A FOXJ3 FOXO1 FOXO3 FRYL FYN GAPVD1 GCLC GJB3 GNE GSE1 HEG1 HELZ HIVEP2 HMGA2 HMGXB4 ICE1 ID1 IFI44L IGF2BP3 INSIG1 INSIG2 IRS1 JARID2 KANK1 KAT6A KAT6B KBTBD2 KDM5A KEAP1 KIAA0232 KIF11 KIF14 KIF23 KIF2A KLF7 KLF9 KLHL9 LARP7 LPCAT1 LPCAT4 LPP LSM14A MAML1 MAP3K5 MARCHF6 MAST4 MBD2 MDC1 MECP2 MED13L MEGF9 MEIS1 METTL18 MICAL2 MICB MKI67 MLH3 MN1 MNT MORC3 MPHOSPH10 MTCL1 MTIF2 MTM1 MTMR6 MTUS1 MYC N4BP1 NAA20 NAV3 NCK1 NCOA3 NEMP1 NFE2L2 NFKB1 NFYA NPAS2 NPAT NPIPB5 NR2F2 NRIP1 NUP153 ORC2 OTUD4 PAFAH1B1 PALM2AKAP2 PCF11 PER2 PHC2 PHF3 PHIP PHLPP1 PIK3C3 PIK3R4 PIKFYVE PIP4K2B PLK4 PMS1 PNISR POGZ POLD3 POLE2 PPIP5K2 PPP1R12A PPP1R3C PPRC1 PRKCD PRSS12 PSD3 PTK2 PTPN3 PUDP PUM1 PUM2 QKI RABGAP1L RAPGEF2 RAPGEF5 RBPJ RCHY1 REV3L RIF1 RNF13 RRP1B RRS1 RSBN1 SACS SART3 SATB1 SCAF11 SERTAD2 SH2B3 SHOC2 SKAP2 SLBP SLC25A36 SLC25A44 SLC7A1 SLC9A6 SMAD3 SMAD5 SMAD7 SMC4 SMC5 SP3 SPEN SPOP SSBP2 STRN SUCO TAF11 TAF5L TENT4A TIPARP TLE4 TLK1 TLK2 TMCC1 TMEM131L TNFAIP8 TOGARAM1 TOP2A TP63 TRIM13 TTC9 TUBGCP3 TUT4 UBE2G1 UBL3 UBR5 USP1 USP24 USP6 USP6NL VEGFC VLDLR VPS13A VPS13B WAPL WDFY3 WDHD1 WDR37 WDR82 WEE1 WWC1 XPA XPO1 ZBED4 ZBTB24 ZC3H4 ZCCHC14 ZFC3H1 ZHX2 ZMIZ1 ZMYND8 ZNF146 ZNF148 ZNF217 ZNF264 ZNF318 ZNF44 ZNF451 ZNF638 ZZZ3 DAZARD_RESPONSE_TO_UV_NHEK_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DAZARD_RESPONSE_TO_UV_NHEK_UP ACO2 ADM ANXA2 ANXA2P3 APC2 API5 APOE APRT ARHGDIA ATF3 ATF4 ATP5ME BAMBI BBLN BCL2 BCL2L11 BRD2 BTG1 C2orf27A CAPNS1 CCDC85B CCK CCL20 CCN1 CCN2 CCNA1 CCNT2 CDH16 CDK16 CDKN1C CEACAM1 CHRNB1 CHRNB4 CITED2 CLDN4 CLTB COL11A1 COL19A1 COX17 COX7A2 COX7C CRADD CRYBA4 CSRP1 CST6 CTCF CXCL1 CXCL2 CXCL3 CXCL8 CXCR3 CYBA CYP11B1 CYP2J2 DLX2 DUSP1 DYNLL1 ECHS1 EIF1B EIF3G ERCC1 ERCC2 ERGIC3 FOS FOXC1 GAD2 GADD45A GADD45B GAST GATC GCHFR GEM GFUS GPAA1 GPI GPS2 GUK1 H1-10 H2AC13 H2AC16 H2AC18 H2AC20 H2AC7 H2AC8 H2AX H2BC6 H2BC7 HBEGF HCRT HEXIM1 HLA-F HMGCS2 HRAS HSP90AB1 HSPA2 HTR4 ID2 IER2 IER3 IGFBP6 IL1RL1 IL6 INSL4 ITPR1 JUN JUNB JUND KLK13 KNG1 KRT34 KYNU LAMA2 LY6E MAOB MMP10 MNAT1 MT1G MVP MYF6 MYL6 NCBP2 NDUFA1 NDUFC1 NEFM NEU1 NKX2-1 NOL7 NR1D1 NR4A2 NREP NUCB1 OAS2 ODC1 PAX8 PCK2 PDLIM5 PFN1 PGK1 PHLDA1 PHLDA2 PIK3R3 PKM PLXNA3 PMAIP1 PMS2P1 POP7 PPBP PPIF PPP1R15A PPP2R1A PRAMEF1 PRDM1 PRSS3 PSMD8 PTGS2 QPCT RACK1 RALY RANBP1 RAP1A RCAN2 RNU1-11P RPL30 RPL31 RPL34 RPL36A RPL37 RPL37A RPL38 RPS17 RPS2 RPS21 RPS23 RPS27 RPSA RRP7A S100A9 SCG5 SEC61G SFI1 SGK1 SLURP1 SNHG3 SNRPE SOX15 SPINK1 SPTBN1 STAT6 STK17B STXBP2 SULT2B1 SURF1 TACSTD2 TAGLN TAGLN3 TCN1 TFE3 TGFB1 TGM3 TIMM44 TK1 TM4SF1 TNFAIP3 TOB1 TOM1 TRIB1 TRIM15 TSC22D1 TUBB2A TUBB3 TUBB4A TUBB4B TXN TXNL4A TYMP UBE2M UBE2S UQCRB XBP1 YKT6 ZFP36 ZNF330 ZNF623 DAZARD_RESPONSE_TO_UV_SCC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DAZARD_RESPONSE_TO_UV_SCC_DN ADNP ADORA2B ADSL AGO2 AMD1 ANKRD46 ARHGEF7 ARL4C ASAP2 ATP13A3 AURKA BAG5 BAIAP2 BAZ2B BLCAP BRD1 BRD8 CASP8 CCN1 CDYL CENPA CHD1 CHD8 CNOT2 CNOT4 COIL CRKL CSTF1 CTCF DDIT4 DDX3Y DUSP4 DYRK1A E2F2 E2F3 ERF EXT1 FADD FOXF2 FOXJ3 FOXO3 FZD2 GATA3 HEG1 HMGA2 HMGCR ID1 IL4R IST1 JARID2 KAT6A KBTBD2 KDM2A KIF2A KIFC1 KLF7 MARK3 MAST4 MCL1 MFAP1 MORC3 MPHOSPH10 MT2A MTF2 MYC N4BP1 NAV3 NEDD4L NGDN NOP16 NUP153 PATZ1 PCDHGB7 PGRMC2 PHC2 PHF3 PMM2 POGZ PUM1 PXDC1 RAP1GAP2 RAPGEF2 RBPJ RPP38 RRS1 RYBP SACS SCHIP1 SEPTIN8 SHOC2 SIAH1 SIAH2 SLC25A44 SLK SOX4 SPOP TENT4A TGIF1 THBD TIPARP TLK1 TLK2 TNFAIP3 TNFAIP8 TNFRSF1A TP63 TRAF4 TRAM2 TUSC2 USP32P2 WEE1 WSB1 YTHDF3 ZMYND8 ZNF146 DAZARD_RESPONSE_TO_UV_SCC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DAZARD_RESPONSE_TO_UV_SCC_UP ACKR2 ADK AGL AIMP1 ALDH7A1 ANAPC15 ANXA2 ANXA3 AP1S2 AP4S1 ARHGDIB ATF3 ATP5F1A ATP6AP2 B2M CCL20 CCNC CDK1 CDKN1C CITED2 COPB1 CORT CSF2 CTCF CXCL1 CXCL2 CXCL3 CXCL8 DSG2 DYNC2LI1 DYNLT3 EIF2S3 FOS GADD45A GLUD2 H2BC12 HEXIM1 HPRT1 HSD17B8 HSP90AB1 ID2 IGFBP7 IL13RA1 IL1B IL6 ITM2B JUND KYAT3 KYNU LAMP2 MAP2K1 ME2 MIR22HG MYCBP NAP1L1 NEK4 PAPOLA PDIA6 PFDN6 PGK1 PLSCR1 PMAIP1 PRDX3 PRKAR1A PSMD8 PTGES3 PTGS2 RAD51C RALB RBBP4 RCN2 RECQL RFC5 RIDA RRM2 RTN4 SCARB2 SCFD1 SDHD SEPTIN10 SH3BGRL SKP1 SLC11A1 SLC25A46 SNX3 SRI SRSF1 SRSF10 SSBP1 SSR1 TACSTD2 TAF2 TAGLN3 TM2D1 TMED7 TNF TOB1 TPGS2 TSC22D3 TWF1 UBE2D3 UBE2E1 UPK1B UQCRC2 YWHAZ DAZARD_UV_RESPONSE_CLUSTER_G1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DAZARD_UV_RESPONSE_CLUSTER_G1 ANXA2 ANXA2P3 ATP5ME C2orf27A CHRNB1 CHRNB4 COL11A1 COX17 COX7A2 COX7C CRYBA4 CST6 CXCR3 DYNLL1 ERCC2 GPAA1 GUK1 HEXIM1 HMGCS2 HSP90AB1 HTR4 IL6 MVP MYF6 MYL6 NCBP2 NDUFA1 NDUFC1 NOL7 NR4A2 NREP OAS2 PDLIM5 PGK1 PKM PLXNA3 PPBP RANBP1 RNU1-11P RPL30 RPL31 RPL34 RPL36A RPL37 RPL37A RPL38 RPS17 RPS21 RPS23 RPS27 SEC61G SNRPE SPTBN1 STAT6 STK17B TK1 TSC22D1 TUBB2A TXN UQCRB ZNF330 ZNF623 DAZARD_UV_RESPONSE_CLUSTER_G2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DAZARD_UV_RESPONSE_CLUSTER_G2 ATF3 ATF4 BAMBI CCL20 CCN2 CITED2 CLDN4 CSRP1 CXCL2 CXCL3 CXCL8 GADD45A GFUS H2AC13 H2AC20 H2AC8 HLA-F IER3 INSL4 JUNB JUND LY6E NEFM PHLDA2 PMAIP1 PSMD8 SGK1 TACSTD2 TOB1 UBE2S DAZARD_UV_RESPONSE_CLUSTER_G24 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DAZARD_UV_RESPONSE_CLUSTER_G24 BAMBI BCL6 CLDN4 ECM1 FLG H2AC18 H2AC20 H2AC8 HBP1 IFI27 IL18 IL1RL1 JUND NEFM PDLIM4 PI3 PRB2 PRSS3 S100A9 SULT2B1 TM4SF1 TSC22D1 TUBB2A ZFP36 DAZARD_UV_RESPONSE_CLUSTER_G28 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DAZARD_UV_RESPONSE_CLUSTER_G28 ANXA2 ATF3 CCDC85B CCL20 CCN2 CITED2 CXCL2 CXCL3 CXCL8 GADD45A GADD45B H1-10 H2AC13 IER3 INSL4 MT1G PHLDA2 PMAIP1 PTGS2 TACSTD2 DAZARD_UV_RESPONSE_CLUSTER_G3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DAZARD_UV_RESPONSE_CLUSTER_G3 ADM BRD2 CCNA1 CCNT2 CLTB ERCC1 GAST LAMA2 NR1D1 PPP1R15A PRDM1 S100A9 SPINK1 TNFAIP3 DAZARD_UV_RESPONSE_CLUSTER_G4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DAZARD_UV_RESPONSE_CLUSTER_G4 APRT ARHGDIA CAPNS1 CDKN1C DUSP1 GADD45B H1-10 H2AC18 KRT34 MMP10 PFN1 PPP2R1A PRSS3 SOX15 SULT2B1 TUBB3 TUBB4A TUBB4B XBP1 ZFP36 DAZARD_UV_RESPONSE_CLUSTER_G5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DAZARD_UV_RESPONSE_CLUSTER_G5 ACO2 EIF3G GPI H2AX H2BC7 NUCB1 RACK1 RALY RPS2 SLURP1 TOM1 TYMP DAZARD_UV_RESPONSE_CLUSTER_G6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DAZARD_UV_RESPONSE_CLUSTER_G6 ABL1 ADCY9 ADGRL2 ADSL AGO2 AJAP1 APPBP2 ARHGEF7 ATF2 ATP13A3 ATP2B1 AUTS2 BAZ1A BBX BCL7A BIRC2 BUB1B CASP8 CCNB1 CCNB2 CDYL CEBPD CENPA CENPC CHD9 CLASP1 CNOT2 CNOT4 CREB3L2 CTBP2 CUL1 DIO1 DOCK4 DOCK9 DOP1A E2F5 EDRF1 EXPH5 FAT1 FAT2 FERMT2 FGFR2 FNBP1L FNDC3A FOXO1 FOXO3 FRYL FYN GNE HMGA2 IGF2BP3 INSIG2 IRS1 JARID2 KAT6A KAT6B KIF11 KIF14 KIF23 KIF2A KLF7 KLHL9 LARP7 LPCAT1 LSM14A MAP3K5 MARCHF6 MAST4 MBD2 MECP2 MEGF9 MEIS1 MICAL2 MICB MKI67 MLH3 MN1 MTCL1 MTUS1 NAA20 NAV3 NFKB1 NPAS2 ORC2 OTUD4 PAFAH1B1 PALM2AKAP2 PHF3 PHIP PHLPP1 PIK3C3 PIKFYVE PIP4K2B PMS1 POLD3 POLE2 PPP1R12A PTK2 PUDP QKI RABGAP1L RBPJ REV3L RNF13 RRP1B RRS1 SHOC2 SLBP SLC25A36 SLC7A1 SLC9A6 SMAD3 SMC4 SMC5 SP3 SPOP SSBP2 STRN SUCO TLE4 TLK1 TLK2 TOGARAM1 TOP2A TP63 TUBGCP3 TUT4 UBL3 UBR5 USP24 USP6 VEGFC VLDLR VPS13B WAPL WWC1 XPA XPO1 ZHX2 ZMIZ1 ZMYND8 ZNF146 ZNF451 ZNF638 ZZZ3 DEBIASI_APOPTOSIS_BY_REOVIRUS_INFECTION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DEBIASI_APOPTOSIS_BY_REOVIRUS_INFECTION_DN ABCA2 ABCB6 ABCB9 ABCC10 ABHD14A ABR ADAM17 ADCY3 ADCY9 ADD2 AGRN AHNAK ALDH1B1 AMOT AP1G2 AQR ARHGAP29 ARHGAP35 ARHGAP4 ARHGEF10 ARHGEF17 ATG2A ATP2A2 ATP7B ATR ATXN1 B4GAT1 BAG1 BCL11A BDH1 BLTP2 BRCA1 C10orf95-AS1 C1orf216 C4B CAD CAPN1 CBR1 CCNE1 CD9 CDK9 CELSR2 CHD4 CILK1 CLEC16A CLSTN1 COL2A1 COL4A2 COL4A6 CSPG5 CTDSP2 CTNS DAG1 DBN1 DDB2 DEPP1 DHCR24 DHCR7 DHX9 DICER1 DIO1 DNAL4 DOP1B EDRF1 ENO2 ENPP2 EP300 EP400 EPHB2 EPHB4 ERBB2 ERCC5 ESYT1 FADS1 FADS2 FAM114A1 FANCA FBN2 FDXR FGFR3 FIG4 FLNA FLNC FSCN1 FTSJ1 FUCA1 FZD2 GALK1 GAMT GGA2 GGCX GLB1 GLB1L2 GLDC GM2A GNAI2 GNS GPC1 GPLD1 GRHPR GTF2I GYS1 H2AZ2 HEXIM1 HIRA HNRNPDL HOXB5 HSPA12A HYOU1 IDH1 IFT27 IGF2R IGFBP5 IGSF3 IMPA2 INSIG1 INTS1 IPO13 ITGA6 ITGA7 ITGB5 ITPKB ITPR1 ITPR3 ITSN1 JCAD KANK1 KDELR2 KDM5C KHK LAMA5 LAMB2 LASP1 LIG1 LPCAT1 LRP4 LRP5 MAGED1 MAP2K3 MAP4 MAPKAPK3 MAPRE2 MARCHF2 MAT2A MBTPS1 MEN1 METTL13 METTL7A MGAT5 MICA MKI67 MLEC MSH6 MYC MYO10 MYO9B MYOM2 NAGA NCDN NDUFAF1 NHERF1 NISCH NOMO1 NOTCH3 NPRL2 NPTX1 NUP210 NUP98 OBSL1 OCEL1 OGDH P3H3 PARP4 PCDH7 PCYT2 PDE8A PDIA4 PEX1 PFAS PI4KB PIM2 PITPNA PLCG2 PLEC PLTP PLXNB2 PMPCA PNPLA6 PODXL POLA2 POLG POLR2A POR PPARD PPP2R5B PRAME PREP PRKCD PRMT2 PRPSAP1 PSEN2 PSME3 PTK7 PTPRF RAD54L RBBP6 RBM14 REEP2 RGS16 RIMS3 RNFT2 RPL3 RRBP1 SARM1 SBF1 SCAF11 SCO2 SEC14L1 SEC16A SELENBP1 SEPTIN9 SERPINE2 SFRP1 SHMT1 SKIC2 SLC1A5 SLC27A2 SLC29A1 SLC37A4 SLC38A10 SLC5A6 SLC6A8 SLC7A5 SLITRK5 SORL1 SPTBN2 SQLE SRGAP2 ST3GAL1 STC1 STEAP2-AS1 STK11 STK25 SULT1A2 SUOX SV2A SYNM TBC1D2B TBC1D9B TBCD TCF25 TCF3 TCF7 TFRC THRA TMEM63A TNFAIP2 TRAPPC12 TRIM16 TRIM27 TSPOAP1 TUBB4A TXNIP TYK2 UBAP2L UBR2 UFD1 ULK1 ULK4P3 UNC50 VCAN WFS1 XPC ZBED1 ZCCHC24 ZFC3H1 DEBIASI_APOPTOSIS_BY_REOVIRUS_INFECTION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DEBIASI_APOPTOSIS_BY_REOVIRUS_INFECTION_UP ABI2 ABRAXAS2 ACSM3 ADM AGFG1 AK2 AKAP10 ANAPC10 ANXA1 ARHGAP5 ARPP19 ATF1 ATF3 ATF6 ATXN3 BACH1 BAZ2B BCL10 BCL2L2 BCL6 BET1 BHLHE40 BLZF1 BNIP1 BRAP BRCA1 BST2 BTG3 BUB3 CAP2 CAPZA2 CASP3 CCDC6 CCL5 CCN1 CCN2 CCNE2 CCP110 CD2AP CD55 CDC27 CDK17 CEBPB CEBPG CELF1 CEP43 CETN3 CHEK1 CLK1 CLK3 COPS2 COX6A1 CPEB3 CREB5 CREBZF CREM CRK CXCL1 CXCL10 CXCL11 CXCL2 CXCL8 DCTN6 DHRS2 DHX9 DNAJB6 DNAJB9 DNAJC2 DTNA DUSP1 DUSP3 DUSP8 DYRK1A E2F6 EGR3 EIF2B5 EIF4E EYA4 FAF2 FBXO28 FGF2 FGF9 FHL2 FOXJ3 FXR1 GABARAPL1 GADD45A GBP1 GEM GEMIN2 GINS1 GNA13 GNAI1 GNAQ GPN1 GTF2H2 GULP1 H1-0 H2AC13 H2AC18 H2AC20 H2BC10 H2BC11 H2BC6 H2BC7 HOXA5 HOXD4 HRK HSPA1L ID4 IFI16 IFI27 IFI35 IFI44 IFI44L IFI6 IFIT3 IFIT5 IFITM1 IFITM3 IFNB1 IFRD1 INSM1 IREB2 IRF7 IRF9 ISG15 ISG20 ITCH JUN KAT5 KIN KLF6 KPNA5 KRR1 LINC00222 LSM5 LSM6 MAK16 MAP2K4 MAP3K1 MAP4K5 MBTPS2 MCL1 MED13L MED21 MID1 MKLN1 MOB4 MX2 N4BP1 NECAP1 NEK7 NF1 NFKBIA NHLH2 NLE1 NMI NR1D2 NR4A2 NRAS NRIP1 NUFIP1P1 NUP58 NUP98 OAS1 OAS2 OASL OGFR OLIG2 OSER1 OTUD3 OTUD4 PANK3 PAWR PCK1 PDCL PDE4D PEX13 PFDN4 PGAM1 PIR PITPNB PLK4 PLSCR1 PMAIP1 PML PNO1 POLR1F POLR2M POLR3F PPAT PPM1A PPP1R15A PPP3CB PRKAA1 PRPF4B PSMB9 PTPN2 RAB11FIP2 RAB21 RAB3GAP1 RAB5A RAD1 RAD51AP1 RBM15B RBMS1P1 RCAN1 RCHY1 RLF RND3 RNMT RPE RRAS2 RRS1 RSRC2 RWDD3 RYBP SAMHD1 SECISBP2L SHOC2 SHOX2 SIKE1 SLC25A16 SLC2A3 SLC3A2 SMAD5 SMIM8 SMNDC1 SNAPC1 SNRK SOCS6 SP1 SP100 SPATA2 SPRY1 SREBF1 STAT1 STK17B STRN3 STX3 SYF2 TAC1 TADA2A TAF1A TAF1C TAF5 TAP1 TBC1D9 TBPL1 TDRD7 TGDS THAP12 THUMPD1 TIAL1 TIMM17A TIPARP TLK1 TM2D1 TMCC1 TNFAIP3 TRIM21 TRIM22 TRPC1 UBA3 UBE2D1 UBE2H UBE2L6 UBE2V2 UGCG USP9X WASHC4 WASL WEE1 WTAP YAP1 YTHDC1 ZBTB18 ZBTB20 ZBTB6 ZC3HAV1 ZEB2 ZFP36 ZFX ZNF184 ZNF189 ZNF217 ZNF239 ZNF24 ZNF254 ZNF264 ZNF292 ZNF330 ZNF44 ZNF516 ZNF518A ZNF529 ZNF623 ZWINT ZZZ3 DEBOSSCHER_NFKB_TARGETS_REPRESSED_BY_GLUCOCORTICOIDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DEBOSSCHER_NFKB_TARGETS_REPRESSED_BY_GLUCOCORTICOIDS CCL11 CCL13 CCL5 CSF2 CXCL8 EDN1 IL11 IL12A IL13 IL18 IL2 IL3 IL4 IL5 IL6 IL9 KAT5 KITLG NOS2 TNF VCAM1 DELACROIX_RARG_BOUND_MEF https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DELACROIX_RARG_BOUND_MEF ABCB8 ACADM ADD3 ADO AEBP1 AGPAT1 AHCTF1 ALDH3A1 ALKBH7 ALS2CL AMPD2 ANKRD24 ANXA1 ANXA9 AOC2 AOX1 AP2A2 AQP5 ARHGEF19 ARSA ATP11A ATXN2 AVPI1 BAALC BCL2L11 BHLHE40 BLNK BSG BTN1A1 C1QTNF1 CA12 CACNB1 CALR CALU CAPN5 CAPNS1 CARD10 CAVIN4 CCDC124 CCN2 CCND1 CCP110 CDKN2D CEBPB CEP95 CERS2 CFL2 CHKA CHMP1A CKB CLCF1 CLEC9A CLNK CLPP CNIH4 CNTD1 COA3 COL1A1 COQ10B CP CPA1 CPSF4 CRABP2 CSDC2 CTBP2 CTNS CTSB CTSD CTTN CYB5RL CYP2D6 DBNDD1 DDIT3 DDX24 DDX5 DEDD DENND2B DGAT1 DHRS3 DMP1 DMPK DMWD DNAJC17 DNM1 DOK4 DPH5 DPP9 DPYSL3 DST DUSP1 DUSP14 DUSP4 DUSP6 ECHDC3 EFCAB2 EFNA1 EMP1 EPHB2 EPS8L2 EREG ESD EVX2 F11R FAIM2 FAM107B FAM20A FBLN2 FCHO2 FGF18 FGFR2 FIGN FN1 FSCN1 FSTL1 FTH1 FTL FUBP1 FURIN G6PD GABARAPL1 GAS2 GAS8 GDE1 GDF15 GDPD5 GJB4 GJB5 GLIS2 GPR146 GPRC5A GRIK5 GSR H1-10 H1-2 H2BC5 HGFAC HHATL HIF1AN HMGA1 HOOK2 HOXA10 HOXA13 HOXD12 HOXD13 HPDL IDH3B IDO2 IFFO2 IFI27 IFRD1 IL1RN IL34 INF2 INMT INPPL1 IRF2BPL ITGBL1 ITIH2 JRK JUNB KIF5B KITLG KLHL24 LAMC1 LCTL LIPE LNX2 LOXL1 LOXL2 LRP1 LSP1 LTBP1 LTBP3 MAP2K5 MAPK13 MAST2 MATN3 MBD6 MBNL1 ME3 MED9 METRN MIDN MLLT6 MMAA MMP2 MPV17L2 MRGPRF MRPL34 MRPL37 MSLN NBL1 NCK2 NDFIP1 NDUFA4 NDUFB10 NDUFB8 NDUFS8 NEK2 NID1 NID2 NR1D1 NRN1 NRP1 NUDT6 NUPR1 NVL OGN OLFML2A OMP OSBPL2 OSBPL3 OSR1 OTUD5 OXNAD1 PALMD PARK7 PARP3 PCNX4 PCOLCE PDGFD PDLIM2 PDLIM4 PDLIM7 PEX2 PGPEP1 PHYHD1 PICK1 PIDD1 PIGT PIK3R2 PITPNC1 PITPNM2 PITX1 PKM PKN1 PLA2G6 PLAGL2 PLCD3 PLEKHB1 PLSCR1 PMM2 POLR3H PPL PPM1L PRSS22 PRSS30P PRSS8 PRX PSCA PSMD12 PTPRS PTTG1IP PYURF RAB30 RAMP2 RARB RARG RB1CC1 RCBTB2 RESF1 REX1BD RFX1 RHOBTB2 RHOBTB3 RHOC RHOD RHOF RHOQ RILP RILPL2 RIN2 RLIM RND3 RNF139 RNF5 ROCK2 RPL10A RPL13A RPL19 RPL3L RRAS RRP1 RUFY1 S100A3 S100A4 S100A8 SAT1 SCAF1 SERINC5 SGK1 SH3BP1 SHC1 SHPK SIRT6 SKIL SLC25A24 SLC25A28 SLC25A4 SLC25A51 SLC35D1 SLC39A13 SLURP1 SMAD6 SNRNP35 SNTB2 SPART SPATA33 SPSB2 SPTBN1 SQSTM1 SRC SSTR4 ST3GAL3 STK11 STUB1 SULF1 SUN2 SYNE3 SYT8 TAGLN2 TCIRG1 TCP11L2 TCTN1 TGFB3 TGIF2 THRSP TIMP3 TIRAP TM4SF1 TMEM127 TMEM179 TNFRSF11B TNFRSF12A TNFRSF9 TNFSF13 TNRC18 TNS2 TOP2B TPM2 TPST2 TRAF3IP2 TRIM16 TRMT61A TSPAN9 TUBB6 TYK2 UBC UBE2C UBXN8 UCK1 USP44 USP6NL USPL1 VEGFA WNK4 WNT1 WNT10B WWTR1 YAP1 ZBP1 ZNF319 ZNF438 ZNF474 ZNF574 ZNRF2 DELACROIX_RAR_BOUND_ES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DELACROIX_RAR_BOUND_ES AANAT ABCB8 ACKR3 ACP6 ACTN4 ADGRA2 ADGRE5 ADGRG5 AEBP2 AGPAT1 AGPAT3 AGTPBP1 AGTRAP AIPL1 AKAP1 ALKBH7 ALPL AMACR AMT ANKRD28 ANP32A AP5S1 APOBEC2 AQP3 ARF4 ARG1 AS3MT ATF3 ATG14 ATG4D ATP11B ATP2A2 ATP5F1E ATXN2 B3GNT7 BABAM2 BARHL1 BCAT2 BCKDHA BCL3 BHLHE40 BMP4 BMT2 BRSK1 BRWD1 C1QA C1orf210 C1orf54 C22orf15 C9orf152 C9orf153 CA4 CALR CAMK1 CAMK1D CAPNS1 CCDC102A CCN2 CCND1 CCP110 CD37 CDH1 CDX1 CEBPA CELSR3 CENPM CFAP161 CFAP20DC CFAP91 CFL2 CIDEA CLN8 CLPB CNOT9 COBL COG6 COL4A1 COPS6 COX17 CPSF4L CRELD1 CRYZL2P CSF2RA CSN3 CST3 CTSD CTSZ CXCR3 CYB5RL CYSTM1 DACT2 DAG1 DCAF4 DDIT3 DEDD DENND10 DENND2C DENND2D DHRS3 DISC1 DLEU7 DNAJB6 DNAJC22 DPH3 DPPA5 DUSP1 DUSP4 DUSP9 DYRK3 EBF4 ECT2 EFNA1 EIF3L EMC10 ENAH ENPP4 ERAS EVA1A EVA1B FAM120C FAM166C FAM171B FAM25A FAM32A FAM91A1 FARSA FBXO15 FEM1B FGF1 FGF4 FGF8 FHIP2A FIGNL1 FN1 FOLR1 FOXA1 FOXP4 FRAT1 FUBP3 FXN G0S2 G6PC2 GABBR1 GADD45G GASK1B GBX2 GCA GCH1 GDE1 GDF3 GFOD1 GHDC GIPC2 GJA1 GLI1 GLRA2 GMNN GNL3L GPA33 GPATCH3 GPC4 GPRC5A GRHL3 GRTP1 GSE1 GSPT2 GSR GTF2H1 GTPBP4 H1-2 HADH HBEGF HIVEP3 HLF HMBS HNRNPAB HOXA4 HOXA5 HOXB1 HOXB13 HOXB4 HROB HS3ST3B1 HSD17B14 HSPB8 HYAL1 IDH3B IER2 IFITM1 IFITM2 IGFBP2 IL3RA ING1 INHA INPPL1 INSYN1 INTS3 IQGAP3 ITGA5 ITPK1 ITPR1 JAM2 JUNB KANK3 KAT7 KCNC1 KDM6B KIAA1755 KIT KLF2 KLHDC7A KRCC1 KRT79 KSR1 LACTB2 LDHB LEFTY1 LEFTY2 LGI2 LIM2 LIN28A LIPE LRRC2 LRRC61 LRRC75A LSR MACO1 MAFA MASP2 MBD3 MBD6 MBP MCL1 MDK MDM2 MED21 MEGF11 MEIS2 METTL27 MGAT3 MIEF1 MIS18BP1 MME MOBP MOK MREG MRPL37 MRPL51 MSH6 MSI2 MSLN MTG2 MTHFD1 MTSS1 MUC1 MYBL2 MYCN MYL11 NACC2 NANOS3 NBL1 NCOR1 NDUFA4L2 NEK2 NFIB NHLH2 NODAL NOTCH4 NR0B1 NR6A1 NTNG2 NUDT4 OAS2 OTUD5 OTUD7B OXNAD1 PAK5 PARVB PBX2 PCGF1 PCGF2 PDCL3 PDGFRB PDK1 PDLIM1 PDPN PEF1 PGPEP1 PHC1 PICK1 PIDD1 PIGL PIK3IP1 PIM3 PIMREG PLA2G10 PLCB3 PLEKHB1 PLK3 PLXDC1 POLR1A PORCN POU2F3 POU5F1 PPDPF PPP1R10 PPP1R14B PPP1R15B PPP5C PRAG1 PRMT8 PTCH1 PTH1R PTPN6 PTPRF PURB PYROXD1 RAB10 RAB20 RAB8A RAI1 RARB RASAL3 RASL10B RB1CC1 RBKS RBM14 RBM41 RBP1 RBPMS REEP3 RESF1 RHBDD2 RHD RHOF RHOQ RIF1 RIN2 RITA1 RMND5B RNF125 RNF5 RPS15A RPS8 RREB1 RTBDN RXRB S1PR2 SALL2 SBNO2 SDHA SDHD SDK1 SEPSECS SERPINF2 SET SH3BP1 SHISA5 SIGIRR SKIL SLAMF8 SLC12A7 SLC15A1 SLC25A51 SLC28A1 SLC35D1 SLC35F2 SLC39A14 SLC4A9 SLC7A15P SLC9A8 SLX1A SMAP2 SMARCD1 SMYD1 SNAP25 SNTB2 SOCS3 SPATA33 SPC25 SPEN SPINT4 SPIRE2 SPP1 SPRED1 SPRED2 SPRY2 SRC SRP14 SRSF6 ST3GAL3 ST6GALNAC6 STAT4 STEAP3 STK11 STK35 STMN2 STRA8 SULF2 TAFA4 TCF19 TCF7L2 TCL1A TCP11 TCTN1 TDGF1 TEX21P THNSL2 TLE5 TLX2 TM7SF3 TMEFF1 TMEM127 TMEM135 TMEM253 TMEM60 TMEM63C TMPRSS6 TOP2B TP53 TRH TRIM16 TRIM17 TRIM28 TRIM7 TSPAN9 TVP23B TWF2 TXLNG TYROBP UBAP1 UBE2O UBXN2A UBXN8 UCK1 UPP1 UQCRC1 UTF1 VARS1 VAT1 VWA8 WDR91 WEE1 WFDC2 WIZ WNT1 WRAP53 WSB2 YWHAG ZC3H3 ZEB2 ZFP57 ZFP64 ZFYVE28 ZIC2 ZIC5 ZMIZ1 ZNF219 ZNF280B ZNF438 ZNF710 ZNF76 ZNF770 ZRSR2 ZSWIM1 DELACROIX_RAR_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DELACROIX_RAR_TARGETS_DN AQP5 CCND1 CKB CLNK CTBP2 ECHDC3 EMP1 FGFR2 FIGN FSTL1 FUBP1 GAS2 GJB5 H1-2 KITLG LSP1 MRGPRF NRP1 OGN PALMD PLSCR1 SNTB2 TIMP3 TPM2 UBE2C ZNF469 DELACROIX_RAR_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DELACROIX_RAR_TARGETS_UP AOX1 ATP11A BHLHE40 BLNK CA12 CAPN5 CCN2 CEBPB CHKA CP CRABP2 DHRS3 DMP1 DUSP1 DUSP6 ESD EVX2 FGF18 GSR HMGA1 HOXD12 INMT JUNB LIPE MAST2 MLLT6 MMP2 MRPL34 MSLN NID1 NUPR1 PGPEP1 PLEKHB1 PRSS22 PRSS8 RARB RESF1 SAT1 SKIL STK11 TCIRG1 TGFB3 TM4SF1 TNFRSF11B TNFRSF12A TYK2 ZBP1 DELASERNA_MYOD_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DELASERNA_MYOD_TARGETS_DN ACTL6B ADGRA2 ARL14EP ATP6V0C BAIAP2 BASP1 CAPN6 CCDC24 CD34 CD47 CENPM COL11A1 CXCL12 CYB5A DDIT3 DDX28 DPYSL2 EMILIN2 ERBIN FNBP4 FZD1 GAPT GBP2 HMGB3 IFITM1 ITPR2 KLF6 MGST1 MMP2 MPP7 PDE4B PLP2 POLE2 POSTN PRDX4 PTEN RAB24 RBPMS S1PR3 SDC2 SERPINB9 SLC5A3 SLIT2 STARD4 STXBP5 SYNPO TCF7L1 TGFBI THBD TPR TTYH3 TUT4 VASN ZC3H11A ZMYND8 ZNF777 DELASERNA_MYOD_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DELASERNA_MYOD_TARGETS_UP ACTA1 AGO2 AGPAT5 AKT2 ANKS1B ANXA11 ATOSB ATP1A1 ATP2A1 BCL6 BIN1 CACNA2D1 CCND3 CD82 CDKN1A CELF1 CFL2 CHRNA1 CHRNB1 CHRNG CKM CLUH CPEB3 CPSF6 DBN1 DCAKD DMPK DYSF ENO3 FAM241A FCER1G FZD3 GADD45G GPC1 GYS1 HDAC11 HES6 HIP1 HMGCS2 HRC HS2ST1 HSPB8 IGF2 IGFBP5 KIF5C KIFC3 KLF5 KLHDC10 KLHL5 LGALS4 LMNB2 LRP4 MYBPH MYH3 MYL1 MYL11 MYL4 MYOD1 MYOG NAV2 PACS2 PBXIP1 PDLIM3 PLEKHO1 PPFIA4 PRKAR2B PRND PRSS23 PSMC3 RB1 RHOB RUNX1 SCRIB SH2B1 SLF2 STAM STK17B SVBP TFRC TMCC3 TNNC2 TNNI2 TNNT2 TNNT3 VASH2 VKORC1 DELASERNA_TARGETS_OF_MYOD_AND_SMARCA4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DELASERNA_TARGETS_OF_MYOD_AND_SMARCA4 ACTA1 BIN1 IGFBP5 MYH3 MYL11 MYL4 MYOG TNNC2 TNNI2 TNNT2 TNNT3 DELLA_RESPONSE_TO_TSA_AND_BUTYRATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DELLA_RESPONSE_TO_TSA_AND_BUTYRATE CDC20 CDK10 CDKN1A CXCR4 DDR1 EPHB3 GADD45A GATA2 GSTT1 HSPA1A HSPB1 ICAM1 MAPRE1 NET1 NR4A1 POR PRDX1 PRKCD RHOA RNH1 TOB1 DELPUECH_FOXO3_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DELPUECH_FOXO3_TARGETS_DN AARS1 APEX1 AREG AURKA CDC42EP3 CEBPG CENPF DTYMK EFNB2 EPB41L4A-AS1 EXOSC8 FOXM1 GADD45A H1-0 HAX1 IARS1 IMPDH2 KIF22 LARS1 MB MKI67 MTHFD2 NEK2 NUPR1 NUSAP1 PCK2 PFN2 PITX2 PRC1 PYCR1 SHMT2 SLC1A4 SLC7A1 SMC4 SNHG32 TIAL1 UBE2C VEGFA XPOT ZWINT DELPUECH_FOXO3_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DELPUECH_FOXO3_TARGETS_UP ABCC5 AKR1C2 BCL6 C11orf58 CAV1 CCN1 CCNG2 CD55 CD59 CD9 CDC14A CDC42EP2 CLDN4 CLU CORO1A CTSB DAPK1 DUSP5 DUSP6 EDN1 EMP1 ERBB3 GM2A GNB5 GRB7 GSN GTF2I HPGD HSPA1L IGF1R IGFBP6 KIAA0040 KIF3C KLF5 KLK10 KRT6B LGR5 MAP3K5 MARCKSL1 MAX MVP MXD1 MXI1 NEDD4L PDZK1IP1 PHLDA2 PIK3CA PIK3IP1 PLAUR PLCG2 RERE S100P SAT1 SEMA3C SERPINB8 SLC31A2 SMPDL3A SPAG1 TGFA TIMP2 TNFAIP8 TNFRSF21 TST UBE2H WDR45 DELYS_THYROID_CANCER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DELYS_THYROID_CANCER_DN ACKR3 ACSF2 ADD3 ADH1A ADH1B AKAP12 AKR1C1 ALDH1A1 ALDH1A2 ALDH1B1 ALDH2 ALDH4A1 ALDH6A1 ALDH7A1 AOC3 AOX1 APOD ARHGEF28 ARL4A ASGR1 ASPH BCL2 BMP2 CA4 CASQ2 CCL14 CCL21 CCN1 CD36 CDC42EP2 CDH16 CHRDL1 CITED2 CLCNKA CLCNKB CLDN5 CLMN COL9A3 COPZ2 CPNE3 CPQ CRABP1 CRYAB CSRP2 CTH CXCL12 CYBRD1 DCN DIO1 DIO2 DLG2 DNAJB4 DNASE1L3 DPP6 DPT EDN3 EGR1 EGR2 ELMO1 EMCN EML1 ENPP1 EPB41L3 EPB41L4B EPHA3 ESRRG EYA2 FAAH FABP5 FAXDC2 FBLN1 FBLN5 FCGBP FEZ1 FGF13 FGFR2 FGL2 FHL1 FLRT2 FMO1 FMO2 FMOD FOLR1 FOS FOSB FOXJ1 FXYD1 FXYD6 GAS1 GCAT GDF10 GFRA2 GHR GLDC GNA14 GNAI1 GNG11 GPC3 GPER1 GRB14 GSTM3 HBA1 HBB HBG2 HGD HHEX HLF HSD17B3 HSPA12A ID3 ID4 IER2 IFT25 IGF2 IPCEF1 IQGAP2 IRS1 ITIH5 ITM2A ITPR1 JUN KCNAB1 KCNK2 KIT LAMA2 LDB2 LIFR LIMK2 LIPG LMO2 LPAR1 LRP1B LRP2 LTF MAGED4 MATN2 MDM1 MEIS2 MEOX2 MGP MPPED2 MT1E MT1F MT1G MT1H MT1L MT1X MTMR4 MYCN MYOC NCAM1 NDRG4 NEB NPR1 NRN1 NUCB2 NUP62CL OGN P2RY14 PAX8 PCLO PDE10A PHYH PLA2G7 PLA2R1 PLCH1 PLN PRKACB PRKCQ PRKX PRKY PROM1 PRPSAP1 PTN RAP1GAP RASSF9 RELN RERGL RGS16 RGS17 ROR2 RPS6KA5 RYR2 SALL2 SDC2 SEMA3D SETBP1 SFRP1 SGCD SH3BGR SH3BP5 SLC14A1 SLC16A2 SLC1A1 SLC25A15 SLC26A4 SLC38A1 SLC4A4 SNTA1 SORBS2 SORD SPTBN1 SRPX SSPOP STARD13 SYNDIG1 SYNE1 SYNM TAL1 TBC1D4 TEK TFPI TGFBR3 TLE1 TLE4 TNFAIP8 TNFRSF11B TNFSF10 TNXB TOB1 TPO TRAPPC6A TSC22D3 TSPAN7 TSPOAP1 UCHL5 WASF3 WFS1 WWOX ZDHHC11 ZFP36L2 ZFPM2 ZNF302 DELYS_THYROID_CANCER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DELYS_THYROID_CANCER_UP ABCC3 ABCC6 ABR ACAA2 ACOT7 ACTN4 ACY1 ADAM12 ADGRE5 ADK ADM ADORA1 ADORA3 AGR2 AGRN AHNAK2 ALDH1A3 ALDH3B1 ALOX15B ALOX5 ALOX5AP ANXA1 ANXA2 ANXA2P1 ANXA8 APLNR APLP2 APOC1 APOC2 APOE AREG ARHGAP19 ARHGDIB ARMCX6 ATIC ATP10B ATP11A ATP1B3 ATP6V1B2 B3GAT1 BBLN BCAT1 BCL2A1 BCL9 BHLHE40 BICD1 BID BIRC7 BMAL1 BMERB1 C1QA C1QB C1orf115 C2 C3 C3AR1 C4A CA11 CAMK2A CAPG CBLN1 CCL13 CCL17 CCL18 CCND1 CCND2 CCR1 CD151 CD1A CD44 CD55 CD58 CDH2 CDH3 CDKN1A CEACAM6 CFB CFI CHI3L1 CHI3L2 CHIT1 CHST2 CITED1 CKLF CKS2 CLDN1 CLDN10 CLDN7 CLDN9 COL10A1 COL11A1 COL13A1 COL1A1 COL3A1 COL5A2 COL8A1 COMP CORO1C CPA3 CPD CRABP2 CRLF1 CRYBG1 CSF1R CST6 CTSA CTSB CTSC CTSD CTSH CTSS CTTN CX3CR1 CXCL2 CXCL8 CYBA CYFIP2 CYP1B1 DAPK2 DDB2 DHCR7 DHRS3 DMD DOCK9 DPP4 DPYD DPYSL3 DSC2 DSP DTX4 DUSP4 DUSP5 DUSP6 ECE1 ECM1 ELF3 ELF4 EMILIN2 EMP3 ENC1 ENDOD1 ENTPD1 EPHA2 EPHA4 EPHB3 EPS8 ERBB3 EREG ETHE1 ETV1 ETV5 EVPL FAP FAS FCGR2A FGF1 FJX1 FLII FLVCR2 FMO5 FN1 FSTL3 FXYD5 FYN G0S2 GABBR2 GABRG3 GALE GALNT12 GBP2 GDF15 GFUS GGCT GJA4 GJB3 GLRB GPRC5B GPX1 GRB7 H2AC18 H2AX HAS2 HEY2 HIP1 HMGA2 HMOX1 HP HPN ICAM1 ICAM4 IER3 IFI30 IGF2BP2 IGFBP3 IGFBP6 IGSF1 IGSF3 IGSF6 IL10RA IL13RA1 IL1RAP IL1RN INHBA INHBB ITGA2 ITGA3 ITGA9 ITGB5 ITGB7 ITPR3 KCNK1 KCNK5 KCNN4 KCNQ3 KDELR3 KLHDC8A KLHL2 KLK10 KLK6 KRT13 KRT14 KRT15 KRT17 KRT19 KRT6A LAMB3 LAMC2 LCN2 LGALS1 LGALS3 LIF LOXL2 LPL LRP4 LSR LST1 LY6E LYN MALL MAP2 MAP3K5 MAP3K6 MAP4K1 MAP4K4 MAPK13 MAPKAPK3 MARCO MBOAT2 MDK ME3 MED13 MEGF9 MET MFAP2 MFGE8 MGRN1 MLLT11 MMP1 MMP11 MMP7 MNDA MPV17 MPZL2 MRC1 MRC2 MS4A6A MSMO1 MSR1 MST1R MTUS1 MUC1 MVP MXRA8 MYEF2 MYH10 MYO1D MYO6 NAB2 NCDN NCF2 NCKAP1L NELL2 NFE2L3 NINJ1 NMB NMU NPC2 NPTX2 NR1D1 NRCAM NRIP1 NRP2 NT5E ODC1 OPCML P4HA2 PAPSS1 PASK PBX3 PC PCDH7 PCSK2 PDE5A PDLIM1 PDLIM4 PDZK1IP1 PHLDA2 PKM PLAAT3 PLAG1 PLAU PLCD1 PLD3 PLIN2 PLK3 PLPP2 PLXNB1 PLXNB2 PLXNC1 PLXND1 PMAIP1 PNP PON2 PPL PPP4C PRAF2 PRDM1 PROS1 PRSS2 PRSS23 PRSS3 PSD3 PTK7 PTP4A3 PTPRE PTPRF PTPRG PTPRU PXDN QPCT QSOX1 RAB27A RAD23B RAMP1 RASAL2 RBBP8 RCN2 RDH5 RGS3 RHOBTB3 RNASE6 ROR1 RPS6KA2 RRAS RREB1 RUNX1 RXRG RYR1 S100A1 S100A10 S100A11 S100A13 S100A2 S100A4 S100A5 S100B SAMD4A SCEL SCG5 SCN1B SDC1 SDC4 SEL1L3 SEMA3F SERPINA1 SFN SFTPB SH2D1A SH3GL1 SLC16A4 SLC17A9 SLC1A5 SLC22A18 SLC26A3 SLC6A1 SLC6A14 SLC7A5 SLIT1 SLPI SNX1 SOX4 SPINT1 SPOCK1 SPOCK2 SPP1 ST14 ST3GAL5 STAC STAM STAT1 STMN2 STX3 SV2A SYNGR2 TACSTD2 TAX1BP3 TDO2 TGFA TGM2 THBS1 THBS2 TIAM1 TIMP1 TIPARP TK1 TLR2 TM7SF3 TMC6 TMEM87A TMSB10 TNC TNFAIP6 TNFRSF10B TNFRSF10C TNFRSF1A TNFRSF21 TNFSF13 TNFSF15 TP53I3 TPSB2 TREM1 TREM2 TRIM14 TRIM22 TRIM29 TRPC5 TSPO TUSC3 UBE2A UCP2 UPP1 VAMP8 VCAN WARS1 YAF2 DEMAGALHAES_AGING_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DEMAGALHAES_AGING_DN ACSS2 ATP5MC3 CA4 CALB1 COL1A1 COL3A1 COL4A5 CX3CL1 DIABLO FABP3 GHITM NDUFB11 NREP TFRC UQCRFS1 UQCRQ DEMAGALHAES_AGING_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DEMAGALHAES_AGING_UP ADIPOR2 ANXA3 ANXA5 APOD B2M C1QA C1QB C1QC C3 C4A CLIC4 CLU CTSS DCLK1 DERL1 EFCAB14 EFEMP1 FCGR2A FCGR2B GBP2 GFAP GNS GPNMB GSTA1 H1-2 HBA1 HCST HLA-G IL33 JCHAIN LAPTM5 LGALS3 LITAF LYZ MGST1 MPEG1 MSN MT1F NDRG1 NPC2 PCSK6 PSMD11 PTGES3 RASA3 RNF213 S100A4 S100A6 SERPING1 SGK1 SPP1 TMED10 TXNIP VAT1 VWF DEN_INTERACT_WITH_LCA5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DEN_INTERACT_WITH_LCA5 C1QBP CSNK2A1 CSNK2A2 CSNK2B DYNLL1 DYNLL2 ELOA HSPA1A HSPA1B HSPA1L HSPA5 HSPA8 HSPA9 LCA5 NAP1L1 NCL NPM1 RANBP9 SET USP9X YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ DER_IFN_ALPHA_RESPONSE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DER_IFN_ALPHA_RESPONSE_DN COX17 EIF3E FBXW4P1 FEZ1 LARP4B PLPP3 DER_IFN_ALPHA_RESPONSE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DER_IFN_ALPHA_RESPONSE_UP ADAR ATP6V0B B2M BAG1 BBC3 BST2 BTG1 C1S CASP8 CD164 COL16A1 CSRP3 CYCS DDX17 EIF2B1 EPS15 FAS GBP1 GMPR HLA-A HLA-C HLA-E IFI16 IFI30 IFI35 IFI44 IFI6 IFIT1 IFIT3 IFITM1 IL6 IRF1 IRF2 IRF9 ISG15 LIPA MAP3K10 MX1 MX2 NMI OAS1 OAS2 OASL PDXK PLOD2 PLSCR1 PMAIP1 PML POLR2B PPP3CA PSMB10 PSMB8 PSMB9 PSME1 RBBP4 RHOC SDCBP SEM1 SKP1 SMAD4 SP110 SRP9 SRSF2 SSBP1 STAT1 TAP1 TEAD4 TRIM14 TRIM21 TRIM22 TRIM26 VEGFC XRCC6 ZFP36L2 DER_IFN_BETA_RESPONSE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DER_IFN_BETA_RESPONSE_DN ARHGAP4 CHRNB2 IGF2 PLPP3 SGSH SLC30A3 TBCE TRAF6 DER_IFN_BETA_RESPONSE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DER_IFN_BETA_RESPONSE_UP ADAM9 ADAR AP3M2 ARID3A ATP6V0B B2M BAG1 BCLAF1 BST2 BTG1 C1S CALD1 CASP8 CD164 CEBPD CSRP3 CTR9 CYCS DDX1 DDX17 DDX21 DNAJC2 EIF2AK2 EIF2B1 EIF3A ELF1 ELK4 EPRS1 EPS15 ETS2 FOSL1 FUBP1 GBP1 GMFB HADH HADHB HIF1A HLA-A HLA-C HLA-E IFI16 IFI30 IFI35 IFI44 IFI6 IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 IL6 IQGAP1 IRF1 IRF2 IRF9 ISG15 ITGA2 LIPA MAP1B MAP3K10 MX1 MX2 NAP1L1 NMI OAS1 OAS2 OASL PARP1 PARP4 PDXK PLAUR PLOD2 PLSCR1 PMAIP1 PML POLR2B PPP3CA PPP5C PSMB10 PSMB8 PSMB9 PSME1 PTPN11 RBBP4 RBMX RHOC SEM1 SKP1 SMAD4 SP110 SRP9 SRSF2 SSBP1 STAT1 TAP1 TEAD1 TRAPPC10 TRIM14 TRIM21 TRIM22 TRIM26 XRCC6 ZFP36L2 DER_IFN_GAMMA_RESPONSE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DER_IFN_GAMMA_RESPONSE_DN COX17 EIF3E FBXW4P1 FEZ1 IDI1 INPP5A LARP4B PKD1 PTX3 SNRPB2 TRAF6 DER_IFN_GAMMA_RESPONSE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DER_IFN_GAMMA_RESPONSE_UP ADAR ATP6V0B B2M BAG1 BAK1 BBC3 BST2 BTG1 C1S CASP8 CEBPD COL16A1 CSRP3 CYCS EIF2B1 ELK4 EPS15 FAS FOSL1 GBP1 HADH HADHB HLA-A HLA-C HLA-E ICAM1 IFI16 IFI30 IFI35 IFIT2 IFIT3 IFITM1 IL15RA IL6 IRF1 IRF9 ISG15 MAP3K10 NAP1L1 NMI PARP1 PLOD2 PLSCR1 PMAIP1 PML PPP3CA PPP5C PRAME PSMB10 PSMB8 PSMB9 PSME1 RBBP4 RHOC SDCBP SEM1 SF3A1 SKP1 SP110 SRP9 SRSF2 SSBP1 STAT1 TAP1 TEAD4 TRIM21 TRIM26 VAT1 VEGFC XRCC6 ZFP36L2 DESERT_EXTRACELLULAR_MATRIX_HEPATOCELLULAR_CARCINOMA_SUBCLASS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESERT_EXTRACELLULAR_MATRIX_HEPATOCELLULAR_CARCINOMA_SUBCLASS_UP ACSL4 ANK3 CCL19 CPE DCN DHRS7 F2RL1 FBN1 FMO1 GLS HSPA5 LUM MUC13 NECTIN2 PLXNC1 PPIC SCCPDH SRPX SSUH2 THY1 VNN1 WWC1 DESERT_PERIPORTAL_HEPATOCELLULAR_CARCINOMA_SUBCLASS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESERT_PERIPORTAL_HEPATOCELLULAR_CARCINOMA_SUBCLASS_UP ABAT ABCA6 ABCA8 ABCB4 ACACB ACADL ACSL1 ACSM1 ACSM3 ADH1A ADRA1A AFM AGXT AKR1D1 AKR7A3 ALDH2 ALDH8A1 ALDOB ANO1 ANPEP ANXA10 APOA1 APOF ARG1 ASPA ASS1 ATRN AZGP1 BDH2 BHMT C1R C6 C7 C8A C8B C9 CBS CD14 CDA CLDN15 CPEB3 CPS1 CRHBP CRY1 CSTA CTH CYFIP2 CYP2B7P CYP2C18 CYP2C8 CYP2C9 CYP2J2 CYP3A43 CYP4A11 CYP4F2 CYP7A1 DHRS1 DNASE1L3 DPYS ECHDC2 ECM1 EHHADH EPHX2 ERO1B ESR1 ETFDH ETNPPL F9 FAH FAM149A FBP1 FETUB FOLH1B FTCD FXYD1 G6PC1 GADD45A GBA3 GCDH GCH1 GHR GLS2 GLYAT GNB5 GNE GNMT GPD1 GPN3 GPR37 GPR88 GRAMD1C GSTA1 GSTZ1 GYS2 HAL HAMP HAO1 HAO2 HMGB3 HPX HRG IGF1 IGFALS ITIH4 KCNN2 KDM8 KLKB1 KMO LCAT LGALS4 LPA LRRC20 LRRC31 MAN1C1 MASP2 MFAP3L MLLT11 MNS1 NAT2 NDRG2 NR1I2 NR1I3 OGDHL OTC PBLD PCK1 PCK2 PEMT PLG PON1 PPP2R1B PRPS1 PXMP4 RDH16 RGN RIDA RPF1 SAA4 SCGN SDS SLC10A1 SLC1A1 SLC22A1 SLC22A7 SLC27A5 SLC37A4 SLC46A3 SLCO1B1 SOCS2 SORL1 SPP2 SRD5A2 TAT TCF7L1 TDO2 TENM1 UPB1 VIPR1 ZGPAT DESERT_PERIVENOUS_HEPATOCELLULAR_CARCINOMA_SUBCLASS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESERT_PERIVENOUS_HEPATOCELLULAR_CARCINOMA_SUBCLASS_UP AASS ABCC6 ABLIM1 ACAA1 ACADSB ACSM5 ADH6 AIMP1 ALDH1L1 ANKRA2 AOX1 AP2B1 AP3S1 APCS APOC4 AQP9 ARHGAP12 ASAP2 ATOX1 BCAP31 BPNT2 CADM1 CAP2 CD36 CDK5 CERS2 CGREF1 CHKA CILK1 CPN2 CTNNAL1 CTR9 CUL1 CYB5B CYP1A1 CYP1A2 CYP2E1 CYP3A4 DCXR DNAJC12 DSP DUT EFR3A EIF2B4 EIF2D FAT1 FMO3 GABARAPL1 GGH GLUL GNAI1 GNPAT GREB1 GRHPR GTF2IRD1 HEXA HGD HPD HPR HS1BP3 HSD11B1 IARS2 KATNB1 KIZ KLHL21 LAMA3 LCN2 LECT2 LEF1 LGALS8 LGR5 MAT1A MCUR1 METTL25B MID1 MRPL24 MRPS18B MRPS27 MRPS33 MTHFD1 MTIF2 MTMR11 MTR MTTP NAGPA NARS2 NBAS NCOA2 NEDD4 NMT1 NUP133 OAT OSER1 PARN PARVB PBXIP1 PDHX PEX19 PFDN6 PGC PIR PLPP1 PLPPR1 PMVK PPP1R2 PREB PRKCA PTPRG RAB11FIP2 RAB4A RAD50 RB1CC1 RCBTB1 REG3A RHEB RIOK2 RNPEP ROCK2 RPS6KC1 SAMM50 SCD SDAD1 SEC14L2 SLC17A2 SLC30A10 SLC4A4 SLC7A6 SLCO1B3 SMAD3 SMYD2 SPCS1 SPON2 STAM2 STXBP6 SULT2A1 SYF2 SYNGR1 TBCE TCEAL1 TERF2 TGIF1 THADA THAP11 TIMM17A TLE1 TMCC1 TMEM230 TNFAIP3 TTC1 UTP25 WDR12 YAP1 ZBTB18 ZNF189 ZNF200 DESERT_STEM_CELL_HEPATOCELLULAR_CARCINOMA_SUBCLASS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESERT_STEM_CELL_HEPATOCELLULAR_CARCINOMA_SUBCLASS_UP ADAM9 AGO2 AGPAT5 ALDOA AMD1 ANXA5 ARHGEF2 ARPC2 ASAP1 ASRGL1 ATIC ATP11B ATP1B3 BAMBI BICC1 BLM BLMH BORA BUB1 BUB1B BZW2 CALU CAMSAP2 CAPG CBX3 CCL20 CCT2 CDC25A CDC25B CDK1 CDK4 CENPA CENPE CENPM CEP55 CHD7 CKAP4 CKS2 CLIC1 CNOT6 COCH COL1A1 COL1A2 COL4A1 COL5A2 CORO1C CSE1L CSRNP2 CTSC CXCL8 DAB2 DDX39A DKC1 DKK1 DLG5 DLGAP5 DNMT1 DRAM1 DSG2 EIF3D EIF3E EIF3H ELF3 ENO1 ENPP2 EPCAM EPRS1 EPS8L3 ETV5 EXT1 FBL G6PD GNAZ GNPDA1 GPD1L GPX7 H4C3 HDAC2 HEATR1 HELLS HGF HIC2 HIF1A HILPDA HJURP HK2 HMGA2 HOMER1 IARS1 IFNGR2 IGF2BP2 IGSF3 ILF2 INAVA INTS8 ITGA5 ITGAE JARID2 JPT1 KDELR3 KHDRBS1 KIF11 KIF15 KIF20A KIF23 KIF2C LAMB1 LAMC1 LAPTM4B LBR LGALS3 LHFPL2 LMNB2 LPCAT1 LRRC1 LRRC8B MACROH2A2 MAPK13 MAPRE1 MARCKS MARCKSL1 MAT2A MCM2 MCM3 MCM7 ME2 MEP1A MID1IP1 MMD MMP11 MMP12 MMP9 MMS19 MTHFD2 MTMR2 MYO6 NAP1L1 NCAPD2 NCAPG NCL NRCAM NREP NSMAF NT5DC2 NUP62 OLFML3 P2RX4 PABPC1 PAFAH1B3 PDGFRA PELI1 PHF21A PHLDA2 PKM PLBD1 PLEKHF2 PLP2 PNMA1 POSTN PPP1CC PRC1 PRMT1 PRSS3 PSRC1 PTK2 PTPN12 PTTG1 RACGAP1 RAD51AP1 RALY RAP1GAP RND3 RNF44 ROBO1 RPL8 RPLP2 RPS3 RPSA S100A11 S100A6 SALL2 SERPINE2 SERPINH1 SLC12A8 SLC4A7 SLC7A1 SMARCC1 SMOX SOBP SOX4 SOX9 SPAG5 SPATS2 SPATS2L SPHK1 SPINK1 SPP1 SRRT SSB SSRP1 STK26 STK39 SUCO SULF1 TACC3 TCIM TFRC TIMP2 TKT TMED3 TMEM165 TMEM184B TNFRSF21 TOMM20 TOP2A TPD52L2 TPM2 TPX2 TRAF5 TRIM28 TRIP13 TROAP TSPAN3 TTK TTLL4 TUBA1C UBAP2L UBE2C UBE2I UBR5 UCHL1 UCK2 UGCG VCAN VIL1 VNN2 VPS37C XPNPEP1 YEATS2 YWHAZ ZMIZ1 ZNF532 DEURIG_T_CELL_PROLYMPHOCYTIC_LEUKEMIA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DEURIG_T_CELL_PROLYMPHOCYTIC_LEUKEMIA_DN ABCB1 ACAT1 ACOT9 ACSL3 ADGRG1 ADRB2 AKR1C3 ALCAM ANKRD12 ANKRD49 ANXA2 APMAP APOBEC3C ARHGAP25 ARHGEF10 ARID4B ARL6IP5 ASCC2 ATG12 ATG16L1 ATM ATXN1 B3GNT2 BAZ2A BCAS2 BCL2 BIRC3 BMAL1 BRAP C2orf68 CACNA2D2 CALM1 CAPN2 CASP1 CASP4 CCL4 CCL5 CCSER2 CD160 CD2 CD244 CD28 CD3D CD48 CD52 CD58 CD59 CD84 CD8A CDC42 CDKN2AIP CDKN2C CEBPZ CEP57 CFLAR CHMP7 CHN1 CIR1 CLEC2B CMC2 CNOT7 CREBZF CREM CRTAM CRYBG1 CST7 CTLA4 CTR9 CTSL CTSW CUL2 CUL5 CXCR5 CYLD DAPP1 DCLRE1C DDB2 DEGS1 DENND10P1 DERL2 DHRS7 DLAT DNAJB6 DSC1 DUSP12 DUSP5 DYNLT1 DYRK2 EED EIF1AX EIF4E2 EML4 ENC1 ENOSF1 ENTPD4 EOGT EPS15 EVI2B F2R FAM98A FAS FBXO42 FCHSD2 FHL1 FUBP1 FYN GALNT10 GBP2 GCH1 GFI1 GGA2 GIT2 GLMN GNAI3 GNB5 GNG11 GNLY GPR137B GPR65 GSAP GTF2B GZMA GZMB GZMH GZMK H3-3B HABP4 HAT1 HAUS3 HBS1L HEG1 HIP1R HLA-DPA1 HLA-DPB1 HNRNPH3 HOPX HPGD HSF2 HSPA14 ICOS ID2 IDI1 IDS IFITM1 IFNG IK IKZF3 IL18R1 IL2RB ILRUN INTS6 IQSEC1 KDM2A KHNYN KIF21B KIZ KLHL2 KLRB1 KLRC1 KLRD1 KLRF1 LAIR2 LCP2 LEPROTL1 LGALS8 LINC00667 LPAR6 LUZP1 MAF MALT1 MAN1A1 MAN2A1 MAP3K5 MARF1 MBP MCM9 MED17 MICAL1 MSL2 MT1H MT1X MT2A MTMR9 MTUS1 N4BP2L2 NAP1L2 NAP1L3 NCOA1 NDUFV2 NFX1 NIBAN1 NKG7 NKTR NLRP1 NPAT NR2C1 NR3C2 NUP58 OGA OPTN P2RY10 PAM PATZ1 PCM1 PDE4B PFKP PGRMC2 PHACTR2 PIK3R1 PJA2 PLAAT4 PLPP1 PMAIP1 PNISR PPBP PPP1R12A PPP1R16B PPP3CC PPWD1 PRDM1 PRF1 PRKCB PSME4 PTPRC PTPRM RAB27A RABGAP1L RAP1GAP2 RAP2C RBM48 RCBTB2 RDX RECQL REEP5 RNF19A RORA RTN4 SAP30L SCML1 SEC23A SEL1L3 SERINC1 SFI1 SFXN3 SGCB SLC16A6 SLC25A28 SLC25A37 SNHG14 SNRK SRGN SRSF5 SRSF8 SS18L2 ST8SIA1 STAT3 STAT4 STK17A SYNE1 SYNE3 SYT11 SYTL2 TAB2 TAF1D TARDBP TASOR TBC1D4 TBK1 TBX21 TCAF1 TCEAL2 TES TESPA1 TFIP11 TGFBR2 TGFBR3 THAP11 THOC1 THUMPD1 TIAM1 TIPARP TNFRSF1B TNFSF10 TNIK TOR1AIP1 TPST2 TRAF3IP3 TRAFD1 TRAPPC10 TRAV13-1 TRAV13-2 TRAV21 TRAV36DV7 TRAV8-3 TRAV8-6 TRAV9-2 TRBC1 TRBC2 TRDC TRIM22 TRIM23 TRMT11 TRPC1 TUG1 UBL3 USP16 USP47 USP48 WBP11 WDR37 WSB2 XCL1 YKT6 YME1L1 ZBED5 ZBTB38 ZBTB43 ZCCHC2 ZNF14 ZNF292 ZNF37BP ZNF394 ZNF731P DEURIG_T_CELL_PROLYMPHOCYTIC_LEUKEMIA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DEURIG_T_CELL_PROLYMPHOCYTIC_LEUKEMIA_UP A1CF ABHD2 ACRV1 ACTMAP ACVR2B ADAM23 ADAMTS3 ADK AGA AGPAT1 AK5 AKAP6 ALDH5A1 ALOX5 ALPL ALPP AMACR ANGPTL2 ANK1 ARHGAP32 ARHGEF1 ARL2 ATF3 ATP1B1 ATP6V0A1 BAALC-AS1 BAZ2B BCL7A BCORL1 BEX3 BOP1 BPHL BPIFA1 BPNT2 BTBD8 BTNL3 BZW2 C15orf39 C18orf25 CAD CBLL1 CCNB1 CCNB2 CCNG2 CD40 CDK2AP1 CELSR2 CEP112 CHST4 CIC CKMT2 CLCN5 CLIC4 CLUH COL18A1 COL6A2 COMMD10 CORO1B CPA2 CPED1 CPNE3 CPSF1 CR1 CRELD1 CRISPLD2 CSN2 CTNNA1 CTSH CXCL1 CYB5A CYC1 CYP24A1 CYP2A6 DAAM1 DDR1 DDX11 DGAT1 DHFR DKK1 DMWD DOCK1 DRD2 DTX2P1-UPK3BP1-PMS2P11 ECT2 EEA1 EIF4EBP1 ELL3 ENO1 ENPP2 ENSG00000275616 ENTR1 EPB41 EPHB4 EPS15L1 ERBB3 ERI3 ESRP1 FAM131A FAM13A FAM53B FARSA FAXDC2 FBN2 FCGBP FKBP1A FN1 FXYD3 FZD6 GALNT6 GCAT GFUS GGT1 GIT1 GNA11 GNRHR GPD2 GPR137 GPR171 GPR27 GPSM3 GRHPR GRM6 GRN GSTM1 H1-0 H1-2 H2AC16 H2AC18 H2AC8 H2BC10 H2BC12L H2BC21 H2BC5 H2BC7 H2BC9 H4C5 H4C7 H4C8 HCFC1 HEY1 HFE HGF HGH1 HKDC1 HMBS HMGN5 HOMER3 HSD17B8 HSP90AB1 IER3 IFNGR2 IFRD2 IGFBP5 IGFBP7 IGKV1D-13 IMPDH2 INF2 INHA INTS11 IPO4 IRS1 ITGA10 ITM2C JAG2 JCHAIN KAT2A KCNN4 KCTD12 KLF4 KLF6 KLHDC10 KRT18 LAMB2 LARP1 LGALS3BP LILRA5 LRCH4 LRRC14 LRRC2 LRRN3 LSM5 LST1 LYPLA1 MAD1L1 MARCKSL1 MCAM MCM2 MCM4 MCM7 MCOLN3 MED12 MED31 MERTK MEST METTL1 MKI67 MMP19 MMP9 MOBP MPP1 MPP3 MPZL1 MPZL2 MRPL15 MRPL23 MTAP MTDH MTERF3 MTFR1 MTSS1 MYBPC1 MYO1B N4BP1 NAPA NBN NCAM2 NCAPG2 NCBP3 NCDN NCKIPSD NDUFA10 NEDD4 NEDD4L NEO1 NME2 NPRL3 NRIP3 NTAQ1 NUP214 OPN3 PABPC1P3 PAICS PAPPA2 PARM1 PCCB PCGF2 PCLAF PDE1C PDE7B PDIA5 PDK2 PDPK1 PEPD PEX6 PFAS PGGHG PGLS PIEZO1 PITPNA PKD1 PLA2R1 PLPPR1 PML POLD2 POMGNT1 PPP1R14D PPP1R15A PPP2R5D PRIM2 PRKDC PRMT1 PRMT5 PSPH PTK2 PTP4A3 PTPRO PUF60 PUS7 RAB1B RAB25 RAD54B RBBP8 RHBDD3 RING1 RIPK2 RMDN1 RNASEH2B RNF170 ROGDI RPH3AL RPL10L RPL18AP16 RPL28 RPL29P7 RPL35P8 RPL7P27 RPRD1A RPS10P5 RPSAP44 RRH SAP25 SAP30 SCCPDH SCN10A SCRG1 SCRIB SF3A2 SFN SHTN1 SIX6 SLC11A1 SLC12A9 SLC1A1 SLC22A14 SLC22A5 SLC39A4 SLC48A1 SLC5A5 SLC7A6 SLC7A8 SNORA70 SNTA1 SNTB1 SOCS6 SORD SORT1 SOX12 SPON1 SSBP2 SSBP3 SSX2IP ST6GALNAC4 STC2 STXBP6 TAF4B TBC1D10B TCEAL9 TCF7L2 TCFL5 TCL1A TCP10L TENM1 TGS1 TKT TLE2 TM6SF1 TMEM39B TMEM97 TP63 TPD52 TPT1P8 TRAF3IP2 TRIL TRIM45 TRIP10 TRIP13 TSHB TSPAN15 TSPAN2 TSPY11P UBAP2L UGT1A10 VARS1 VPS8 WDR62 XDH XKR8 YBX3 YIPF4 ZC3H3 ZDHHC11 ZNF177 ZNF280A ZNF507 ZNF516 ZNF593 ZSCAN12 DE_YY1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DE_YY1_TARGETS_DN AGGF1 ANGPT1 ANXA1 APC ARIH1 BARD1 BDKRB2 BTG4 CALD1 CAPZA2 CASP8AP2 CCNE2 CCNG1 CCNL1 CD2AP CDC27 CDK1 CLIC4 CSNK1G3 CUL5 CYLD DNTTIP2 DST ECT2 EGF EGFR ENC1 EPAS1 EPHA3 EPS8 ERAP1 ERBIN FAS FGF13 FN1 GDI2 GNA13 GSPT1 HIF1A HIPK2 HNRNPC HNRNPH1 HSP90B1 IFT57 IL13 INHBA IPO7 ITGA4 ITGAV LPAR1 MACF1 MET MPHOSPH9 NAA15 NBL1 NCOR1 NRP1 NUMA1 OSMR PAFAH1B1 PDHA1 PKN2 PNN PRKAA1 PRKACB PRKD3 PTEN PTP4A1 RAB6A RASA1 RASSF3 RB1 RBBP6 RBBP8 RBL1 RBL2 RGS17 SEPTIN10 SMNDC1 SNX3 SOCS5 SRSF9 STAG1 TACC1 TAGLN2 TDRD3 TGFB2 TNFRSF11B TTK TUSC3 USP16 USP9X WDR1 DE_YY1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DE_YY1_TARGETS_UP CDKN1C CHIT1 CNR2 CSF2 DAPK2 EMP1 GPX5 H4C12 IL19 L3MBTL1 MTSS1 NGFR NPY PRSS16 RFC1 SMG1P5 SMPD3 TACSTD2 TRIM31 WNT1 DIAZ_CHRONIC_MYELOGENOUS_LEUKEMIA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DIAZ_CHRONIC_MYELOGENOUS_LEUKEMIA_DN ACSL4 ACTG1 ADA ADA2 ADAP2 ADD3 ANK3 ANXA5 BCL6 BCR BLNK BTG2 CAPN3 CCR2 CCR7 CD53 CDH2 CEBPD CLEC4A CLEC5A CRHBP CRYGD CSF1R CST7 CSTA DACT1 DNTT EEF1A1 ELANE EPB41L3 F13A1 FAAH FCGR1A FGFR1 FGL2 FLNB FLT3 FZD2 GADD45B GAPDH GAS7 GATA3 GLIPR1 GPR137B GPX3 GSDME HAL HERC5 HLA-B HLA-DMB HMHB1 IFI30 IL10RA IL13RA1 IL16 IL7R INSR IRF7 IRF8 ISG20 JAM2 KLF2 KLF4 LHFPL6 LILRB3 LILRB4 LPL LY86 MAFB MCL1 ME1 MN1 MNDA MPO MS4A4A MS4A6A MVP MYLK MYO18A MYO5C MYOF NINJ1 NKG7 NOP53 OAS2 PRNP PROM1 PTPRE RPL18A RPL23A RPL30 RPL32 RPL39 RPL41 RPLP1 RPS11 RPS12 RPS15 RPS17 RPS24 S100A8 S100A9 SATB1 SELL SGCB SH3BP4 SLC16A7 SLC1A3 SORL1 TCF7 TERT TGFBI TLR2 VAMP5 VPREB1 ZNF124 DIAZ_CHRONIC_MYELOGENOUS_LEUKEMIA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DIAZ_CHRONIC_MYELOGENOUS_LEUKEMIA_UP AASDHPPT ABCB6 ABCC1 ABCC4 ABCD3 ABCE1 ABCF2 ABI1 ABL1 ACAA2 ACAD8 ACADM ACAT1 ACBD3 ACLY ACO1 ACO2 ACOT2 ACOT7 ACOT9 ACP1 ACSL1 ACSL4 ACSL5 ACSM3 ACTL6A ACTR1A ACTR2 ACTR3 ACVR1 ACY1 ACYP1 ADAM8 ADCY7 ADGRG1 ADH5 ADK ADORA2B ADPRM ADSS2 AGL AGPAT1 AGPS AHCYL1 AHR AIFM1 AIMP1 AIMP2 AK2 AKAP1 AKAP17A AKAP8L AKR1C3 AKT1 ALAD ALAS1 ALDH18A1 ALDH1A1 ALDH4A1 ALDH5A1 ALDH6A1 ALDH9A1 ALG3 ALG5 ALKBH1 AMD1 AMMECR1 AMPD3 ANAPC1 ANAPC10 ANAPC5 ANGPT2 ANP32A ANXA1 ANXA4 ANXA7 AP2M1 AP3B1 APBA2 APEH API5 AQP3 ARAF ARCN1 ARF1 ARF3 ARF4 ARFGAP2 ARFIP1 ARHGEF3 ARID4B ARIH2 ARL1 ARL2BP ARL5A ARL6IP5 ARPC1A ARPC3 ARPP19 ARRB1 ASAP2 ASH2L ASL ASMTL ATF2 ATG12 ATIC ATP1A1 ATP2A2 ATP2C1 ATP5F1B ATP5IF1 ATP5MC3 ATP5MF ATP5PF ATP5PO ATP6AP2 ATP6V0E1 ATP6V1A ATP6V1B2 ATP6V1E1 ATP7A ATP7B ATRX ATXN1 ATXN10 AUP1 AZIN1 B3GALNT1 B3GNT2 BAG4 BAZ1A BCAP29 BCAT1 BCKDHB BCL2L1 BECN1 BEX3 BID BIRC2 BLMH BLVRB BMAL2 BMI1 BNIP2 BNIP3 BNIP3L BRCA1 BRD1 BRD7 BRD8 BSG BTBD1 BTBD2 BTK BUB3 BUD23 C11orf58 C1D C1QBP C4A CAB39 CACYBP CAD CALM1 CALU CAMLG CANX CAPN15 CAPN7 CAPNS1 CAPRIN1 CAPZA2 CAPZB CASP10 CASP3 CASP6 CASP8 CASP8AP2 CAST CBFB CBX1 CBX3 CCDC6 CCNG1 CCNH CCNI CCT2 CCT3 CCT6A CCT8 CD2AP CD36 CD46 CD47 CD55 CD59 CD63 CD7 CD82 CD84 CDC123 CDC16 CDC23 CDC27 CDC37 CDC42BPA CDC42EP3 CDC5L CDC7 CDH1 CDK2 CDK2AP1 CDK7 CDK8 CDYL CENPS CEP70 CERS2 CETN2 CETN3 CFDP1 CFH CFLAR CGGBP1 CHD1L CHERP CHIC2 CHP1 CHPT1 CHST2 CISH CITED2 CKB CLC CLDND1 CLEC2B CLIC2 CLIC4 CLNS1A CLPTM1 CLPX CMAS CMPK1 CNBP CNIH1 CNOT7 CNOT8 CNPY2 COIL COMT COPA COPB2 COPS2 COPS3 COPS4 COPS5 COPS8 CORO1C COX15 CPD CPNE3 CPOX CPSF1 CPSF6 CPVL CRADD CRBN CREG1 CRIP1 CRKL CRY1 CSDE1 CSF1 CSF2RB CSNK1A1 CSNK1D CSNK1G3 CSNK2A1 CTCF CTH CTNNA1 CTNNBL1 CTNND1 CTPS2 CUL4A CUL4B CUL5 CYC1 CYCS CYP51A1 CYTH2 CYTL1 DAD1 DAG1 DAPK1 DARS1 DAZAP1 DBF4 DCTD DCTN4 DCTN6 DCUN1D1 DDB1 DDX1 DDX10 DDX11 DDX21 DDX23 DDX41 DEAF1 DECR1 DEGS1 DEK DFFB DGCR2 DGUOK DHCR24 DHRS9 DHX15 DHX9 DKC1 DLC1 DLD DLEU1 DNAJA2 DNAJA3 DNAJB6 DNAJC12 DNAJC7 DNM1L DNM2 DNMT3B DPAGT1 DPM1 DPP3 DR1 DRAP1 DRG1 DRG2 DSTN DUSP11 DUSP12 DUT DYNC1LI1 DYRK1A EBAG9 ECD ECHS1 ECI2 EHD1 EID1 EIF1AX EIF1B EIF2AK1 EIF2B1 EIF2D EIF2S2 EIF3A EIF3B EIF3C EIF3I EIF3J EIF3M EIF4B EIF4E EIF4E2 EIF4ENIF1 EIF4G1 EIF4G2 EIF4H EIF5 ELAVL1 ELF4 ELOC ELOVL5 ELP1 EMP3 ENOPH1 ENOSF1 ENPP2 ENSA ENTR1 EPB41 EPOR EPS15 ERBIN ERCC8 ERG28 ERGIC3 ETF1 ETFA ETFDH ETNK1 ETS2 EXOC5 F11R F2R F2RL1 FADS1 FADS2 FAM117A FAM8A1 FANCF FARS2 FAS FASN FBXO7 FBXW2 FCGR2A FDFT1 FDPS FECH FEM1B FEZ2 FH FHL2 FKBP1B FKBP3 FKBP4 FKBP5 FLII FLNA FLOT2 FNTA FOXK2 FOXN3 FOXO3 FRG1 FSCN1 FXN FZD7 G3BP1 G3BP2 GALC GALNT1 GALNT2 GAR1 GARS1 GART GAS2 GATA1 GATA2 GATD3 GBE1 GCDH GCLC GCLM GCSH GDE1 GDF11 GDI2 GEMIN2 GEMIN4 GET1 GET3 GFI1B GGH GHITM GLE1 GLO1 GLT8D1 GLUD1 GM2A GMCL1 GMDS GMFB GMNN GMPR GMPR2 GNAI3 GNAQ GNB2 GNL2 GNL3 GNS GOLPH3 GOSR2 GOT2 GRB10 GRSF1 GSPT1 GSR GSS GTF2A2 GTF2B GTF2F1 GTF2H1 GTF2H4 GTF2I GTF3C3 GTPBP4 GUCY1B1 H2AZ2 HACD1 HADHA HADHB HAT1 HBB HBD HBG1 HBP1 HBQ1 HBS1L HDAC1 HDAC2 HDAC3 HDAC6 HDAC7 HDC HDGFL3 HEBP1 HEBP2 HIBCH HIRA HK1 HK2 HLTF HMBS HMG20A HMG20B HMGB1 HMGB3 HMGCR HMGCS1 HMGN4 HNRNPA0 HNRNPA3P1 HNRNPAB HNRNPC HNRNPF HNRNPH2 HNRNPK HNRNPR HOXA10 HOXA9 HP1BP3 HPGDS HPRT1 HS2ST1 HSD17B12 HSD17B4 HSP90AB1 HSPA13 HSPA9 HSPG2 HSPH1 HTATSF1 HTRA2 ICAM4 ICMT IDE IDH3B IFITM1 IFITM2 IFRD1 IKZF1 IL1B IL1RAP IL7 ILF2 ILF3 ILK IMMT IMPA1 ING2 INPP1 INPP4B INTS6 IPO5 IPO7 IQGAP2 ISCA1 ISYNA1 ITGA2B ITGA4 ITGAE ITGB1BP1 ITM2A ITPA ITPR2 ITPRID2 IVD KARS1 KATNA1 KCMF1 KCNH2 KCNK5 KCNN4 KCTD3 KDM3B KDM5B KDSR KEAP1 KEL KHDRBS1 KHSRP KIF22 KIF2A KIFAP3 KLF1 KLHDC2 KLHL12 KLRG1 KMT5AP1 KPNA3 KPNA4 KPNB1 KRAS KTN1 KYNU LAMTOR3 LANCL1 LAPTM4B LARP1 LAT LBR LCP2 LDB1 LDHB LEPR LEPROT LIN7C LMAN1 LMNA LMO2 LMO4 LPCAT3 LRRFIP2 LSM1 LSM4 LSM5 LSM8 LSS LUC7L3 LXN LY6E LYN LYPLA1 MAD2L1 MAEA MAGEF1 MAGOH MAN2A1 MAN2A2 MAP1LC3B MAP2K1 MAP2K2 MAP3K5 MAP4K4 MAP4K5 MAP7 MAPK1 MAPRE2 MARCHF6 MARCKS MARCKSL1 MARK3 MAT2B MATK MATN2 MATR3 MBD4 MBNL2 MCCC2 MCM3 MDH1 MDH2 MDM1 MED12 MED13 MED17 MED21 MED4 MED6 MEIS1 MEN1 MEST METAP2 MFAP1 MFNG MGAT4B MGST2 MICU1 MICU2 MIF MINPP1 MIPEP MIS18A MKRN1 MLF2 MLH1 MLLT10 MLLT3 MLST8 MMS19 MMUT MORF4L1 MORF4L2 MPDU1 MPP1 MPST MPV17 MRE11 MRM2 MRPL3 MRPL49 MRPL58 MRPS15 MRPS30 MRPS31 MRPS35 MSH2 MSH6 MSMO1 MSN MTA1 MTCH2 MTHFD1 MTHFD2 MTIF2 MTMR2 MTR MTX2 MXI1 MYC MYCBP MYL4 NAMPT NAP1L4 NAPA NARF NBAS NBN NBR1 NCBP1 NCBP2 NCF4 NCK1 NCOA1 NCOR1 NDEL1 NDFIP1 NDUFA5 NDUFA8 NDUFAB1 NDUFB5 NDUFB6 NDUFC2 NDUFS4 NDUFV2 NELFA NEMF NET1 NFATC1 NFATC3 NFE2 NFE2L2 NFKB1 NFYB NGRN NIF3L1 NIPSNAP1 NIPSNAP2 NIT2 NLK NMD3 NME1 NME7 NMI NMT1 NMT2 NNT NOLC1 NOMO1 NPAT NPEPPS NPM3 NPRL3 NPTN NQO2 NSMAF NT5C NUDC NUDT21 NUDT3 NUDT4 NUDT6 NUP107 NUP153 NUP50 NUP54 NUP98 OAT OAZ2 ODC1 OGDH ORC2 ORC4 ORC5 OXCT1 OXSR1 P2RX5 P4HA1 PABPN1 PACSIN2 PAICS PAIP1 PAPSS1 PARP1 PARVB PBX3 PCBD1 PCCA PCCB PCK2 PCM1 PCMT1 PCNP PCTP PCYT2 PDAP1 PDCD10 PDCD2 PDCD4 PDCD6 PDCD6IP PDF PDGFC PDHA1 PDHB PDHX PDLIM5 PEBP1 PEF1 PEX1 PEX2 PEX6 PFDN4 PFKM PFKP PFN1 PGAP6 PGD PGK1 PGRMC1 PGRMC2 PHB2 PHC1 PHF20 PHKB PHYH PICALM PIGC PIGN PIK3C3 PIK3CB PILRB PIM1 PIP5K1B PISD PITPNA PITPNB PKIG PKP4 PLA2G12A PLAA PLIN2 PLOD2 PLP2 PLSCR1 PLTP PLXNC1 PMP22 PMPCB PMS1 PMS2P3 PNMA1 PNN PNO1 PNP POGLUT1 POLD2 POLE2 POLE3 POLR1C POLR1D POLR2B POLR2C POLR2E POLR2K POLRMT PPA2 PPAT PPID PPIE PPIH PPM1A PPM1B PPM1D PPOX PPP1CC PPP1R12A PPP1R7 PPP1R8 PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5C PPP2R5E PPP3CA PPP4R1 PPP6C PPT2 PRDX3 PRDX4 PRDX6 PRKAB1 PRKACB PRKAG1 PRKAR1A PRKAR2B PRKCQ PRKD3 PRKDC PRKRA PRMT1 PRMT5 PRPF19 PRPS1 PRPSAP2 PRR13 PSIP1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA7 PSMB1 PSMB2 PSMB5 PSMC1 PSMC3 PSMC6 PSMD1 PSMD10 PSMD12 PSMD2 PSMD3 PSMD7 PSMD8 PSMF1 PSMG1 PSMG2 PSTPIP2 PTBP1 PTBP3 PTGES3 PTGS1 PTOV1 PTP4A2 PTPN12 PTPN13 PTPN22 PTPN6 PTPN7 PTPRA PTPRC PTX3 PUM1 PUM2 PUS1 PWP1 PWP2 PYROXD1 QDPR QPCT QTRT1 R3HDM4 RAB11A RAB31 RAB38 RAB4A RAB6A RAB9A RAC1 RAC2 RAD1 RAD17 RAD21 RAD23B RAD50 RALA RALB RALBP1 RANBP1 RANBP2 RANBP9 RANGAP1 RAP1A RAP1GDS1 RAP2B RAP2C RAPGEF2 RASA1 RASSF1 RBBP4 RBBP7 RBBP8 RBM14 RBM26 RBM3 RBM39 RBM5 RBM7 RBMS1 RBPJ RCC1 RCL1 RER1 REST RFC3 RFC4 RGS10 RHAG RHOG RHOH RIDA RIPOR2 RNASEH1 RNF130 RNF14 RNF5 RNF6 RNFT1 RO60 RP2 RPA1 RPA2 RPL31 RPN2 RPS27L RPS6KA3 RPS6KC1 RRAGA RRAS2 RREB1 RRN3 RSC1A1 RSL24D1 RSU1 RTCA RTCB RTN3 RTN4 RUVBL1 RYBP RYK S100A10 S100A6 SAMSN1 SARS1 SART3 SAV1 SCAF11 SCARB2 SCD SCFD1 SCP2 SDCBP SDF4 SDHD SEC11A SEC23IP SEC24B SEC31A SEC63 SELENOF SELENOW SELPLG SEMA4D SEPHS1 SEPHS2 SEPTIN2 SEPTIN7 SERINC3 SERPINE2 SF3A1 SF3A3 SF3B3 SF3B4 SGPP1 SH3BGRL SH3GLB2 SHMT1 SHMT2 SIAH2 SIGMAR1 SINHCAF SIRT1 SKIC8 SKP1 SLA SLBP SLC12A6 SLC16A1 SLC18A2 SLC1A5 SLC25A11 SLC25A15 SLC25A32 SLC27A2 SLC29A1 SLC2A1 SLC2A10 SLC30A9 SLC37A4 SLC38A2 SLC39A8 SLC43A1 SLC5A3 SLC7A5 SLC9A6 SLCO4A1 SMAD2 SMAD4 SMARCA2 SMARCA5 SMARCC1 SMARCC2 SMC2 SMC3 SMC4 SMNDC1 SMS SNAP23 SNCA SNRPB2 SNRPD1 SNRPD3 SNRPG SNRPN SNU13 SNW1 SNX1 SNX3 SNX4 SNX5 SOCS2 SOD1 SOD2 SORD SOS2 SPAG7 SPINT2 SPOP SPTA1 SPTBN2 SPTLC1 SQLE SQSTM1 SRD5A1 SREBF1 SREBF2 SRI SRP19 SRP54 SRP72 SRPK1 SRPK2 SRRM1 SRSF1 SRSF10 SRSF2 SRSF3 SRSF4 SRSF5 SRSF9 SS18 SSB SSBP1 SSR1 ST13 STAG2 STAM STAP1 STAR STAT3 STAT4 STAT5A STAT5B STAU1 STAU2 STK11 STK24 STK25 STOML2 STRAP STXBP3 SUB1 SUCLA2 SUCLG1 SULT1A1 SULT1A2 SUMO1 SUOX SUPT16H SUPT20H TADA3 TAF2 TAF6 TAF6L TAF7 TAF9 TAGLN2 TAL1 TARDBP TARS1 TAX1BP1 TBCB TBCE TBK1 TBL1X TBPL1 TBRG4 TBXAS1 TCEA1 TCEAL9 TCERG1 TCF12 TCP1 TDG TEK TERF1 TERF2IP TFCP2 TFDP1 TFDP2 TFG TFR2 TFRC TGFB1 TGM2 THAP12 TIA1 TIE1 TIMM10B TIMM17A TIMM23 TIMP1 TLK1 TM2D1 TM9SF1 TM9SF2 TM9SF3 TMBIM1 TMED2 TMED3 TMEM165 TMEM50A TMEM59 TMOD3 TMX1 TNFAIP1 TNFAIP8 TNPO3 TOMM20 TOMM22 TOP1 TOPBP1 TOPORS TP53BP2 TP53I3 TPI1 TPM1 TRA2A TRAK2 TRAPPC3 TRIM13 TRIM16 TRIP12 TSC2 TSC22D1 TSG101 TSNAX TSPAN4 TST TTC33 TTF2 TUBGCP3 TUBGCP4 TWSG1 TXN TXN2 TXNDC9 TXNL1 TXNRD1 U2AF2 UBA2 UBAC1 UBAP2 UBE2B UBE2D2 UBE2D3 UBE2E1 UBE2E3 UBE2G1 UBE2G2 UBE2K UBE2M UBE2N UBE2V2 UBE4A UBE4B UBP1 UBQLN2 UBTF UBXN8 UCHL5 UGGT1 UGP2 UPF1 UPF3A UPF3B UQCRC1 URI1 UROD UROS USP1 USP11 USP14 USP21 USP22 USP9X UTP25 UTP3 VAMP7 VAPA VARS1 VAV3 VBP1 VCL VDAC3 VPS26A VPS26C VPS33B VPS41 VPS4B VPS72 VRK2 VTI1B WBP11 WDR1 WDR11 WDR13 WDR3 WDR44 WIPF1 WRN WSB2 WT1 XK XPC XPNPEP1 XPO1 XPOT XRCC5 YARS1 YEATS4 YES1 YKT6 YME1L1 YTHDC1 YTHDF2 YWHAZ YY1 ZEB2 ZFAND6 ZFP36L1 ZFR ZKSCAN7 ZMPSTE24 ZMYND11 ZMYND8 ZNF134 ZNF146 ZNF207 ZNF217 ZNF22 ZNF24 ZNF267 ZNF277 ZNF281 ZNF302 ZNF410 ZPR1 ZSCAN9 DIERICK_SEROTONIN_FUNCTION_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DIERICK_SEROTONIN_FUNCTION_GENES BRD2 DDC HTR2A HTR7 PAH SLC6A4 TPH1 DING_LUNG_CANCER_BY_MUTATION_RATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DING_LUNG_CANCER_BY_MUTATION_RATE ACVRL1 DDR1 FGFR4 INSRR IRS1 LMTK3 LRP1B MAST4 MYB NTRK2 PDGFRA PIK3C2G PRKDC PTPRD PTPRG ROBO2 SMG1 TP53 TYK2 VAV1 DING_LUNG_CANCER_EXPRESSION_BY_COPY_NUMBER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DING_LUNG_CANCER_EXPRESSION_BY_COPY_NUMBER AKAP9 ANKRD10 ANKRD46 ARMC1 ARMC8 ASH2L ATP11B BAG4 BRMS1L BRWD1 C19orf12 CBLL1 CDC42SE2 CDK8 CEBPG CHD7 CMAS COG3 COG5 CTTN DBR1 DCAF13 DCTD DNAJC2 E2F3 EID2 EIF3H FAM91A1 FBXO25 FBXO3 FBXO33 FBXW11 FIG4 FXR1 GABPA GATAD1 GEMIN2 GOLGA7 GTF3A GZF1 ING1 IPO8 KBTBD11 KPNA4 KRIT1 LSM1 MACROH2A1 MAP3K1 MAPK8 METTL4 MFN1 MIPEP MRPL47 MRPS11 MRPS28 MTMR6 MYNN NAPG NDUFB5 NEK3 NIPBL NSD3 NUP153 PAK2 PAN3 PDCD6 PEPD PHC3 PIK3CA PNPT1 PPFIA1 PPM1A PPP1R12A PPP4R2 PRKCI RAB20 RAE1 RASA1 RB1CC1 RFC4 RYK SDHC SEC23IP SENP2 SIAH2 SNAP29 TAF2 TBCA TERF1 THOC1 THUMPD1 TOMM70 TPD52 TRIM35 TXNL1 URI1 VPS41 VPS8 WASHC5 ZNF302 DING_LUNG_CANCER_MUTATED_FREQUENTLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DING_LUNG_CANCER_MUTATED_FREQUENTLY ACVR1B APC BAP1 FYN IRAK2 LTK NF1 NOTCH4 PIK3R2 RB1 STK11 TP53 DING_LUNG_CANCER_MUTATED_RECURRENTLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DING_LUNG_CANCER_MUTATED_RECURRENTLY EGFR FLT4 KRAS NRAS STK11 TP53 DING_LUNG_CANCER_MUTATED_SIGNIFICANTLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DING_LUNG_CANCER_MUTATED_SIGNIFICANTLY APC ATM CDKN2A EGFR EPHA3 EPHA5 ERBB4 FGFR4 GNAS INHBA KDR KRAS LRP1B LTK NF1 NRAS NTRK1 NTRK3 PAK3 PDGFRA PTPRD RB1 SLC38A3 STK11 TP53 ZMYND10 DIRMEIER_LMP1_RESPONSE_EARLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DIRMEIER_LMP1_RESPONSE_EARLY ACKR3 ACTB BCL2A1 BIRC3 BTG2 CCL3 CCL4 CD69 CD83 DUSP2 DUSP5 EEF1A1 EEF2 EGR1 EGR2 EGR3 EIF1 FTH1 GADD45B GNAT2 GPR183 HERPUD1 HMGCS1 HSP90AB1 ICAM1 IER2 INSIG1 IRF7 JUN JUNB JUND JUP KDM6B KLF6 LCP1 LTA MAN2B1 MCL1 MYC NFKB2 NFKBIA NFKBIE NFKBIZ NPPB PIK3CG PPP1R15A PTK2B RPS10 RPS16 RPS9 SEC24C SERPINF2 SIAH2 SLAMF1 TNF TNFAIP3 TNFSF9 TRAF1 TRAF4 UBE2M ZC3H12A ZFP36 DIRMEIER_LMP1_RESPONSE_LATE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DIRMEIER_LMP1_RESPONSE_LATE_DN APOC4 ARF5 ARHGDIB ASAH1 BTG1 CD27 CHI3L2 COL11A2 COX8A DENND2B E2F2 FAU GAPDH HLA-DMA HPCAL1 IFITM1 ISG15 LSM2 MAP4K1 PSAP PSMB9 RPL29 RPLP0 RPS11 RPS19 RPS5 TAF10 TXNIP UBC WAS DIRMEIER_LMP1_RESPONSE_LATE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DIRMEIER_LMP1_RESPONSE_LATE_UP ADGRE5 AHDC1 ANP32A ATP13A3 BATF BZW1 CARS1 CCL22 CD40 CD58 CFLAR CRIP1 CSNK1D DHCR7 ETF1 FASN FEZ1 FSCN1 GARS1 HMOX1 HSD17B10 IL4R IRF5 JADE2 LITAF LYN MARCKS MDFIC MTHFD2 NBN NFKB1 NFKB2 OTUD4 PIEZO1 PLEK POM121 RFTN1 RHOG RPS28 RUNX3 SERPINB9 SLC20A1 SLC7A1 SLC7A5 SPIB SQSTM1 SRRT STAT5A STIP1 SWAP70 TNFRSF1B TNIP1 TRAF1 TRIP10 TUBB2A VOPP1 DISTECHE_ESCAPED_FROM_X_INACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DISTECHE_ESCAPED_FROM_X_INACTIVATION DDX3X EIF1AX EIF2S3 KDM5C KDM6A PRKX RPS4X STS TBL1X TMSB4X UBA1 USP9X ZFX DITTMER_PTHLH_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DITTMER_PTHLH_TARGETS_DN ACTG1 ADAMTS1 ALDH7A1 AOX1 ARPC2 BCKDHA BTNL3 CASP1 CREB1 CUL4A DFFA EIF4G1 FAH FAT1 FBXO7 FERMT2 GLS HSP90AA1 HSPA2 ITGA6 IVNS1ABP KDELR2 KIF3B KISS1 LMNA LRBA LRRFIP1 MAP3K7 MAPK6 MCAM MINK1 MMS19 MRPL34 MRPS14 MT1G MT1H MT1X MT2A MYH9 NDUFB3 NDUFS4 PANX1 PDHB PIK3CA PIK3R1 POLD2 PSMB4 PTK2 RAPGEF2 RGS10 RPP30 RRAS2 SEC24A SEMA3A SERPINA4 SERPINE1 SFXN3 SLC22A14 SNX13 SP110 SPEN SPTLC2 TBC1D1 TCP1 TFDP2 TIMELESS TOMM70 UBAP2 YME1L1 ZDHHC7 DITTMER_PTHLH_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DITTMER_PTHLH_TARGETS_UP ANXA1 ANXA11 ANXA5 ANXA7 AP1S1 AP2M1 AP2S1 AREG ARF4 ATP10D ATP1A1 ATP2B1 ATP5F1A ATP5IF1 ATP5PF B4GALT3 BHLHE40 BSG CAPZA2 CDC25B CDCA3 CDCP1 CDK1 CDK12 CKS2 COL4A2 COL6A1 CPD CST4 CTNNB1 CYCS DLG1 DUSP5 ECM1 F2RL1 FAT1 FLOT1 GALNT7 GNAI3 GPX4 GRB10 GRHPR H1-0 H2AZ1 HADHA HAX1 HSD17B11 IMMT JAG1 KDM5B KLC1 KLF9 LAMA5 LAMP1 LARP6 LIPA LRP5 LSM5 LTBP1 MARCKS MFN2 MSRB1 NDUFA13 NPTN NUCB1 NUDT4 OSBPL9 PAIP1 PDGFC PEG10 PHYH PLAU PLPP3 POLD3 POLI POLR3C PPM1B PRSS23 PTS RAB13 RAB22A RAB4A RAB6A RAB8A RANBP9 RANGRF RBM39 RBX1 RFC4 RFC5 RHEBP1 RNPS1 SEC14L1 SF3B3 SFPQ SGPL1 SRSF10 SRSF3 STK39 TBC1D8 TIMM17A TIMP3 TNIP1 TPI1 TSC22D1 TYMS UBE2C UQCRC1 UROD USP1 USP15 VAMP8 VDAC2 DI_MARTINO_MATRISOME_HIGHLY_PROLIFERATIVE_HNSCC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DI_MARTINO_MATRISOME_HIGHLY_PROLIFERATIVE_HNSCC ANXA2 CBLN2 COL12A1 COL16A1 COL4A2 COL6A2 COL7A1 COL8A1 ECM1 EMILIN1 EMILIN2 FBLN2 FBN2 FN1 IGFBP7 ITIH1 ITIH2 LGALS1 LTBP1 MFAP5 PLG POSTN S100A6 TGFB1 TGFBI TNC VTN DI_MARTINO_MATRISOME_HIGHLY_PROLIFERATIVE_HNSCC_TUMOR_CELL_DERIVED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DI_MARTINO_MATRISOME_HIGHLY_PROLIFERATIVE_HNSCC_TUMOR_CELL_DERIVED ANXA2 COL12A1 COL16A1 COL4A2 COL6A2 COL7A1 EMILIN1 FBN2 FN1 ITIH2 LGALS1 LTBP1 POSTN S100A6 TGFB1 TGFBI TNC DOANE_BREAST_CANCER_CLASSES_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DOANE_BREAST_CANCER_CLASSES_DN ANP32E ARTN ATP11A C16orf95 CALU CHST3 CLIP4 CTSV DEK DSC2 EHBP1 FERMT1 FOXC1 FSCN1 KRT16 LMO4 MARCHF3 NNT PAPSS1 PARVB PLAUR PLOD2 PMAIP1 POPDC3 PYGL SGCB SLC16A1 SMO SPIDR SPP1 TIMP2 WDR33 WWTR1 DOANE_BREAST_CANCER_CLASSES_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DOANE_BREAST_CANCER_CLASSES_UP ABCA12 ABCA8 ABCC6 AGR2 ALCAM ALDH3B2 ALDH4A1 APOD AR AZGP1 BMERB1 BRINP3 C1orf115 CCNDBP1 CDK12 CEACAM6 CERS4 CIRBP CLCA2 CPD CRAT CRISP3 CYB5A CYP4F8 DCXR DHRS2 ECHDC2 FA2H FAM174B FASN FGFR4 GALNT6 GALNT7 GGT1 GPD1L HGD HMGCS2 HPX KCNMA1 KMO LASP1 LRIG1 LRRC31 MLPH MPHOSPH6 NEIL1 NFIA PBLD PDCD4 PEX11A PIP PRLR RASL10A REEP5 RHOB RND1 SCUBE2 SERHL SERHL2 SIDT1 SLC16A2 SPDEF SULT1A2 TBC1D9 TFAP2B TFF3 TNIK TNXA TOX3 TRGC1 TRIL TRIM3 DOANE_BREAST_CANCER_ESR1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DOANE_BREAST_CANCER_ESR1_DN ART3 ASS1 BBOX1 BCL11A BMAL2 CHST3 COL9A3 CRYAB CXCL8 DSC2 EGFR ELF5 EN1 FABP7 FOXC1 GABBR2 GABRP GAL GJB3 IGF2BP3 KRT16 KRT5 KRT6B LY6D MIA MID1 MMP7 MSLN PALS2 PAX6 PGBD5 PLAAT1 PSAT1 RARRES1 ROPN1 S100A8 SCRG1 SFRP1 SLPI SOD2 SOX11 TTLL4 TTYH1 UGT8 UPP1 VGLL1 ZIC1 DOANE_BREAST_CANCER_ESR1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DOANE_BREAST_CANCER_ESR1_UP ABAT ACADSB ACOX2 ADIRF AGR2 ALCAM ANXA9 AR AREG ARMT1 AZGP1 BCL2 BMPR1B C1orf21 C4A CA12 CACNA1D CACNG4 CCDC170 CELSR1 CERS4 CFB CFD CHAD CLGN CLSTN2 CRIP1 CYBRD1 CYP2B6 CYP2B7P DACH1 DHRS2 DNAJC12 DNALI1 DUSP4 EEF1A2 ELAPOR1 ELOVL2 EPS8L1 ERBB4 ESR1 EVL FBP1 GALNT7 GAMT GATA3 GDF15 GFRA1 GPC1-AS1 GPRC5A GREB1 HEMK1 IFT122 IFT74 INPP4B KCNE4 KRT18 MAP3K12 MAPT MAST4 MLPH MUC1 MYB MYO6 NAT1 PBX1 PDZK1 PEX11A PGR PIERCE1 PIP PNPLA4 PRR36 RET RHOB RND1 SCCPDH SCGB1D2 SCGB2A2 SCNN1A SCUBE2 SELENBP1 SEMA3B SEMA3C SERPINA5 SIDT1 SLC16A6 SLC27A2 SLC39A6 SLC44A4 SLC4A8 SLC7A8 SPDEF SSH3 STC2 STK32B SYBU SYT1 SYT17 TBC1D9 TFF1 TFF3 TJP3 TMC5 TNNT1 TOX3 TPSAB1 TSPAN1 TTC39A UGCG VAV3 DOANE_RESPONSE_TO_ANDROGEN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DOANE_RESPONSE_TO_ANDROGEN_DN ABCB9 ABCC5 ABLIM3 ACTN2 ADGRB2 AKAP9 AMIGO2 ANP32E ANXA6 ANXA9 APOBEC3B ARG2 ARHGAP35 ARHGEF3 ARNT ARVCF ASAP3 ASPH ATAD2B ATP5F1D ATXN1 BAMBI BCL7A BEX3 BLMH BRIP1 C4orf19 CACNA1D CASP7 CCNE2 CDC25A CDC42 CDC42EP2 CDK1 CDKN1A CDKN2C CDYL CHAF1A CHST1 CKB CPOX CRABP2 CSH2 CTNND2 CXCR4 CYBRD1 CYFIP2 DCLK1 DGCR11 DHFR DHRS3 DSP DST DTX3 DUS2 DUSP4 DUSP6 E2F8 EDN1 EEF1A2 EFNB2 EFNB3 ELOVL6 ENO2 EPB41L2 EPB41L4A EPHA4 EPS8 ERF EVL FAM110B FBLN1 FBXL7 FBXW7 FKBPL FYB1 GASK1B GATA3 GNB5 GNG10 GPC1 HCFC1R1 HEATR6 HELLS HERC6 HLA-A HP1BP3 IDH2 IFI30 IFITM1 IFITM3 IFT122 IGFBP2 IGFBP3 IGFBP5 IRS1 ITPR1 KHK KIAA0319L KIF5C KMO KREMEN2 LPCAT4 LPIN2 LRP6 LTBP1 MARCKS MAST4 MCAM MCM4 MCM5 MED13L MGP MN1 MPP1 MTF2 MXD3 NACA4P NCDN NMU NOC4L NR2F1 NSD2 NUP160 OBSL1 PALLD PAQR4 PAX9 PCBP4 PCOTH PDE4B PDE6D PDZRN3 PELI2 PEX5 PHC1 PHLDA2 PIDD1 PIN1 PLCB1 PLEKHA6 PLK4 PLOD2 PLPP2 PLSCR1 PLXND1 PPARD PPDPF PPP4R3A PRAF2 PRDM2 PRKACA PRKCD PRRC2C PRSS8 PSIP1 PSMB8 PTP4A1 PTPN14 PYCARD QKI RAB15 RAD1 RAD51D RAD54B RAD54L RAI14 RANBP3 RAPGEF3 RBMS1 RECQL4 RFTN1 RGS10 RIBC2 RPS2 RRAS RRM2 RTN1 SAMHD1 SAP25 SCCPDH SEMA3C SEMA3F SEPTIN8 SERPINH1 SGTA SIPA1L1 SIX2 SLC25A14 SLC27A2 SLC29A3 SLC35D1 SLC9A1 SMAD3 SMAD6 SMYD5 SNPH SNX7 SOS1 SP110 SSBP2 STAG2 STOM STS SUPT6H SUSD4 SUZ12 SZRD1 TAF9B TBRG4 TCAF1 TDO2 TFF1 THBS1 TIAM1 TINAGL1 TLK1 TMEM106C TMEM123 TNC TOR1AIP2 TPT1 TRA2A TRAF2 TRAF5 TRAIP TRIM23 TRMT61A TSC22D2 TUBB2A UBL3 VDR VTCN1 WLS WSB1 YPEL1 ZDHHC13 ZFP36L2 ZFR ZNF322 ZNF93 ZPR1 DOANE_RESPONSE_TO_ANDROGEN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DOANE_RESPONSE_TO_ANDROGEN_UP ABCC1 ACAA1 ACACA ACSM3 ADAM20 AEN AFF1 AHCY AHNAK AKAP5 AKAP6 AKT2 ALCAM ALDH4A1 AQP3 ARHGAP26 ARHGDIB ARRB1 ATXN8OS AZGP1 BBOF1 BCAM BMP7 BNC2 BTG2-DT C1orf116 CA5B CACNG4 CALR CAMP CAPZB CD3E CD5 CHRNA3 CLCN3 CLDN8 CNTNAP2 COBL CROT CSPG5 CTC-338M12.4 CYP4F12 CYP4F8 DALRD3 DAXX DDC DDX31 DNAH3 DNASE2B DZIP1 EAF2 ECHDC2 ELMO2 ELOA-AS1 ENDOD1 ENDOG EPHB1 EPN2 FAM174B FAR2 FARP1 FASN FKBP11 FKBP5 FLNB FMO5 FUT3 FUT6 FXR2 G6PC3 GADD45B GAL3ST4 GBAP1 GFUS GGT1 GGTLC1 GM2A GMDS GNB5 GPA33 GPRC5A GPS1 GSK3A GSTM3 GTF2H3 GUSBP11 H2BC5 H6PD HOXA10 HOXC5 HSD11B2 HSPA4 HSPH1 IFNA1 IL19 IL1B INE1 IQGAP2 JRKL KDM4B LAMA4 LCT LGALS3 LUZP4 MAFB MAFG MAPT MCCC2 MICAL2 MICALL2 MINDY3 MTMR9 MVK MYBPC1 MZB1 NBL1 NBPF14 NDRG1 NEDD4L NMNAT2 NSG1 PDIA5 PDK2 PDXK PEA15 PINK1 PIP PIP5K1A PISD PLEKHA1 POLD4 POP1 PREP PRKAR2B PTMAP4 PYGB RAB3A RASAL1 RND1 RNF125 RPL35P8 RRBP1 RUNDC3A S100P SCD SEC14L2 SERHL SERHL2 SERINC5 SIGLEC15 SIL1 SLC15A2 SLC19A2 SLC37A4 SLC50A1 SMIM27 SNTA1 SOCS7 SORD SRD5A1 ST6GAL1 STK3 SYNGR1 THRAP3 TMC5 TMEM33 TMEM8B TMPRSS2 TPD52 TRAPPC14 TRIB1 TSKU TTC12 UBE4B UGT2B11 WWC1 WWC3 ZBTB16 ZC3H13 ZC3H3 ZNF350 ZNF432 ZNF550 ZNF552 DODD_NASOPHARYNGEAL_CARCINOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DODD_NASOPHARYNGEAL_CARCINOMA_DN AATBC AATF ABCE1 ABCF2 ABRACL ACSL4 ACTA2 ACTMAP ADA ADAM12 ADAM22 ADAM23 ADAMTS2 ADAR ADH5 ADIPOR2 ADNP ADNP2 ADO ADORA3 ADSL AEN AFAP1 AGK AGO2 AGO3 AGPAT3 AHCTF1 AHCY AIDA AIMP1 AIMP2 AJUBA AK2 AK3P3 AKIP1 AKIRIN2 AKT3 ALDH8A1 ALG6 ALKBH2 ALYREF AMOTL1 ANAPC1 ANAPC5 ANAPC7 ANGEL2 ANGPT2 ANKIB1 ANKLE2 ANKRD22 ANKRD29 ANKRD46 ANLN ANO6 AP3M1 AP3M2 APBB2 APMAP APOC1 ARF3 ARHGAP11A ARHGAP11B ARHGAP8 ARHGEF10 ARHGEF40 ARID2 ARL5A ARL6IP6 ARMC1 ARNT2 ARPP19 ASAP1 ASB3 ASB9 ASCC3 ASNS ASPM ATAD2 ATF4 ATF5 ATIC ATL2 ATP11C ATP2C1 ATP5MC3 ATP6V1B2 ATP6V1FNB ATR AURKA AXL B3GALNT2 B3GALT6 B4GALT6 BAZ1B BCL2L11 BEX3 BFAR BGN BID BIRC5 BLMH BMPR1A BOD1 BRAP BRCA1 BRCA2 BRD4 BRI3BP BRIP1 BRIX1 BTG3 BUB1 BUB1B BUB3 BZW2 C10orf88 C11orf58 C11orf96 C15orf61 C18orf21 C18orf54 C19orf48P C1QB C1QBP C1orf109 C1orf131 C2orf69 C3AR1 C4orf46 C5orf34 C6orf141 C8orf33 CACNA2D1 CACYBP CAD CALD1 CALU CAMKK2 CAMTA1 CAND1 CAPRIN1 CASK CASP6 CASP8AP2 CAV1 CBX1 CBX2 CBX3 CBX5 CCAR1 CCDC14 CCDC150 CCDC18 CCDC28B CCDC59 CCDC71L CCDC77 CCL13 CCL2 CCL3 CCL4 CCL8 CCN3 CCNA2 CCNB1 CCNB2 CCND2 CCNE2 CCNF CCNG1 CCNT1 CCR1 CCSAP CCT2 CCT3 CCT4 CCT6A CCT6P3 CCT8 CCZ1 CD14 CD163 CD200 CD274 CD80 CDC25A CDC25C CDC27 CDC45 CDC6 CDC7 CDCA2 CDCA5 CDCA7 CDK1 CDK12 CDK4 CDKN3 CENPA CENPE CENPF CENPH CENPI CENPJ CENPK CENPL CENPN CENPO CENPQ CENPU CEP135 CEP152 CEP170 CEP192 CEP55 CEP78 CHAF1A CHAF1B CHCHD3 CHCHD4 CHEK1 CHEK2 CHI3L1 CHN1 CHROMR CHST14 CHTOP CIAO2A CIP2A CISD2 CKAP2 CKAP4 CKAP5 CKS1B CKS2 CLASP1 CLCC1 CLEC4E CMSS1 CNIH4 CNOT2 CNOT9 CNPY2 CNTNAP2 COA1 COA7 COL10A1 COL15A1 COL1A1 COL1A2 COL22A1 COL27A1 COL3A1 COL4A1 COL4A2 COL5A1 COL5A2 COL6A3 COL8A1 COLGALT1 COPS2 COPZ1 CPOX CPSF3 CPSF4 CPSF6 CPT1C CRISPLD2 CRLS1 CS CSAD CSAG3 CSE1L CSTF1 CSTF3 CTDSPL2 CTPS1 CTSC CTSL CUEDC2 CUL1 CXCL10 CXCL11 CXCL9 CYC1 CYCS CYRIB DARS1 DBF4 DCAF6 DCTD DDHD1 DDX11 DDX18 DDX21 DDX39A DDX47 DDX50 DDX52 DDX55 DDX60 DDX60L DEGS1 DEK DENND1A DENR DEPDC1 DEPDC1B DEPP1 DERL1 DESI1 DHFR DHTKD1 DHX15 DHX33 DIABLO DIAPH3 DKC1 DLEU2 DLGAP5 DMD DNA2 DNAAF9 DNAJA3 DNAJB6 DNAJC14 DNAJC2 DNAJC9 DNM1L DOCK4 DOCK7 DONSON DPH5 DPY19L1 DPY19L4 DPYSL2 DRAM1 DSCC1 DSG2 DSN1 DTL DTYMK DUSP12 DUT DUXAP8 E2F1 E2F3 E2F6 EARS2 ECT2 EDRF1 EEF1E1 EFNB2 EGLN1 EIF1AX EIF2AK2 EIF2AK4 EIF2B1 EIF2S2 EIF3B EIF3J EIF3M EIF4E2 EIF5A2 ELAVL1 ELOC ELP3 EME1 EMILIN2 ENO1 ENOPH1 ENSG00000187951 ENSG00000280018 ENTREP3 ENY2 EPB41L3 EPHB2 EPHB4 EPRS1 ERCC6L ERI1 ERICH1 ERVK3-1 ESCO2 ETNK1 ETV6 EXO1 EXOSC5 EXT1 EZH2 F2R FAF2 FAM111A-DT FAM171A1 FAM200A FAM72C FAM83B FANCG FANCI FANCM FARP2 FAS FASLG FASTKD1 FASTKD2 FASTKD3 FBH1 FBL FBN1 FBXO22 FBXO28 FBXO5 FCER1G FCGR1A FCGR2A FCGR3B FEN1 FERMT1 FEZ2 FGD6 FGF2 FGFR1OP2 FIGNL1 FJX1 FKBP14 FKBP1A FKBP4 FKBP5 FKBP7 FLAD1 FLVCR1 FMNL2 FN1 FNDC3B FNTA FOXM1 FOXO6 FOXRED2 FPR3 FRAS1 FRMD4A FRRS1 FSCN1 FUBP1 FUS FUT10 FXN FXR1 FZD7 G3BP1 GABPB1 GAD1 GALNT11 GALNT2 GAPDH GAPDHP73 GARS1 GARS1-DT GART GAS2L3 GAS5 GASK1B GATA6 GBP1 GBP4 GBP5 GCA GCFC2 GFM1 GGCT GHR GINS1 GINS2 GINS3 GJA1 GLMP GLS GMNN GMPS GNAS-AS1 GNLY GNPDA1 GOLT1B GORAB GOSR2 GPATCH2 GPN3 GPR137B GPR89B GPSM1 GPSM2 GRB10 GREM1 GRPEL1 GRSF1 GSTO1 GTF2F2 GTF2H3 GTF3C3 GTF3C4 GTPBP10 GTPBP4 GUCY1B1 GXYLT1 GZMA GZMB GZMH H2AZ1 HACD3 HAUS1 HAUS6 HAVCR2 HDAC2 HDGFL3 HEATR1 HELLS HERC2P9 HIC2 HIP1 HJURP HMG20A HMGB2 HMGXB4 HMMR HNRNPA1 HNRNPA2B1 HNRNPAB HNRNPC HNRNPD HNRNPH1 HNRNPLL HNRNPM HNRNPU HOMER3 HOXA10 HOXA3 HOXC6 HOXC9 HPRT1 HSP90B1 HSPA14 HSPD1 HSPE1 IARS1 ICAM1 ICE2 ID2 IDH1 IFI44 IFI44L IFIH1 IFIT3 IFNG IFRD1 IGSF6 IKBIP IL15 IL15RA ILF2 ILF3 IMMT IMPACT INHBA INPP4A INTS12 INTS13 INTS7 INTS8 IPO5 IPO9 IQGAP3 IRF6 ISG20L2 ITGA1 ITGAV ITGB3BP ITGB6 ITPR2-AS1 JMJD4 KANSL2 KATNBL1 KCNJ8 KCNMA1 KCTD3 KHSRP KICS2 KIF11 KIF14 KIF15 KIF18A KIF18B KIF1B KIF20A KIF20B KIF23 KIF2C KIF4A KITLG KLHL12 KLHL23 KLHL42 KLHL5 KNL1 KNOP1 KNSTRN KNTC1 KPNA2 KPNB1 KREMEN2 L3MBTL4 LAMA4 LAMB1 LAMC1 LAMP2 LAP3 LARS1 LCTL LDHA LGALS1 LHFPL2 LHX2 LIN9 LINC00173 LINC00622 LINC00665 LINC00839 LINC01094 LINC01943 LINC03026 LLPH LMAN1 LMBR1 LMNB1 LMNB2 LOC389831 LRPAP1 LRPPRC LRR1 LRRC40 LSM12 LSM5 LSM6 LSM8 LTV1 LUC7L2 LUC7L3 LYAR MAD2L1 MAGOHB MAGT1 MALSU1 MANEA MANEAL MAP2K4 MAP3K20 MAPKAPK5 MAPRE1 MARCKSL1 MARK1 MARS1 MARS2 MASTL MAT2A MBTD1 MBTPS2 MCCC2 MCM10 MCM2 MCM3 MCM4 MCM6 MCM7 MCM8 MCMBP MCPH1-DT ME2 MED21 MED28 MELK MEMO1 METTL1 METTL21A METTL5 METTL8 MFF MFSD14A MGME1 MICAL2 MIEF1 MINPP1 MIR17HG MIR3682 MIR3685 MIS18A MKI67 MKKS MKLN1 MLLT11 MMD MMP1 MMP12 MMP3 MND1 MNDA MORC4 MPHOSPH9 MPZL1 MRM2 MRPL19 MRPL24 MRPL3 MRPL30 MRPL32 MRPL42 MRPL9 MRPS17 MRPS23 MS4A4A MSH2 MSH6 MSL1 MSR1 MTCL1 MTERF3 MTF2 MTFR2 MTHFD1L MTHFD2 MTHFD2L MTMR4 MTPAP MTR MTRFR MTRR MTX2 MYC MYDGF MYNN MYO19 NAA15 NAA25 NAA50 NAP1L1 NAPEPLD NAV1 NBN NBPF9 NCAPD3 NCAPG NCAPG2 NCAPH NCBP1 NCBP2 NCL NDC1 NDC80 NDUFAF4 NDUFAF5 NDUFAF6 NDUFB9 NEDD1 NEDD4 NEIL3 NEK2 NEMP1 NF1 NFE2L3 NFYB NID1 NIFK NIPSNAP1 NLN NMD3 NME1 NNT NOC3L NOL11 NOL8 NOLC1 NOM1 NONO NOP16 NOP2 NOP56 NOP58 NOPCHAP1 NPC1 NPL NPM1 NPM1P22 NPNT NRAS NREP NRXN1 NSD2 NSD3 NT5M NTAN1 NTPCR NTRK2 NUAK1 NUCKS1 NUDCD1 NUDT1 NUDT3 NUF2 NUP107 NUP133 NUP155 NUP160 NUP205 NUP35 NUP37 NUP42 NUP43 NUP54 NUP58 NUP62 NUP85 NUSAP1 NUTM2A-AS1 NXT1 OAS3 OIP5 OLA1 OLFM1 ORC2 ORC3 ORC5 ORC6 OSBPL1A OSGEPL1 OSTC OTUD6B OTULIN PA2G4 PABPC4L PAICS PAIP1 PALB2 PAN2 PANK1 PAPSS2 PARP12 PARPBP PATL1 PAWR PAXBP1 PAXIP1 PBK PCDH17 PCDH18 PCLAF PCNA PCOLCE2 PCSK6 PDCD5 PDGFRL PDHA1 PDRG1 PDSS1 PFDN2 PFDN4 PGAP1 PGK1 PHB1 PHB1P19 PHF14 PHF5A PHGDH PIGM PIGW PIK3C2A PILRA PIMREG PINX1 PITPNB PKP4 PLA2G4C PLA2G7 PLAGL2 PLAU PLK4 PLPBP PLPP4 PLXNA1 PM20D2 PMAIP1 PMP22 PMS1 PMS2 PNN PNO1 PNPT1 POGLUT1 POGLUT2 POLA1 POLE2 POLG2 POLQ POLR1A POLR1B POLR2B POLR2D POLR2H POMGNT1 POMK POP1 POSTN POT1 PPA1 PPAT PPIA PPIF PPP3R1 PPRC1 PRC1 PRF1 PRIM1 PRIM2 PRIMPOL PRKDC PRLR PRMT1 PRMT3 PRNP PROSER1 PRPF40A PRR11 PRR5 PRRC2C PRRX1 PSAT1 PSMA1 PSMA2 PSMA4 PSMA7 PSMB2 PSMB3 PSMC3IP PSMD14 PSMG1 PSPH PSRC1 PTBP2 PTCD3 PTEN PTGS2 PTPN14 PTRH2 PTTG1 PTTG3P PUS1 PUS7 PUS7L PWP1 PXMP2 QDPR QKI QSER1 QTRT2 R3HDM1 RABGGTB RACGAP1 RAD1 RAD18 RAD21 RAD51 RAD51AP1 RAD51C RAD54B RAD54L RAI14 RAN RANBP1 RANBP2 RASSF4 RBBP4 RBBP8 RBBP9 RBFOX2 RBIS RBL1 RBM15 RBM28 RBM34 RBM4 RBMX RBMX2 RBPJ RCC2 RCCD1 RCHY1 RCL1 RCN1 RCN2 RECQL RFC1 RFC3 RFC4 RFC5 RGS4 RHEBP1 RHNO1 RHOT1 RIDA RIF1 RIGI RILPL1 RINT1 RIPK2 RIPK2-DT RMI2 RNASEH1 RNASEH2A RNF139-DT RNF165 RNF213 RNF4 RNPS1 RNU6-73P RO60 ROBO1 RPE RPL22 RPL30 RPL31 RPL35A RPL37A RPL6 RPL7L1 RPLP0 RPN2 RPRD1A RPS15 RPS15A RPS19 RPS21 RPS24 RPS6KB1 RRM1 RRM2 RRN3 RRP15 RRP1B RSAD2 RSKR RSL1D1 RSRC1 RTKN S100PBP SAC3D1 SACS SARNP SASS6 SBF2-AS1 SCAI SCD5 SCML1 SCML2 SCNN1G SCYL2 SDC2 SDCCAG8 SEC61A2 SEH1L SELENOI SEMA6A SENP1 SENP6 SEPHS1 SERPINE1 SETMAR SF3A3 SF3B1 SF3B4 SFXN1 SGIP1 SGO1 SGO2 SH2B3 SHANK3 SHMT2 SIGLEC1 SIKE1 SKA3 SKP2 SLBP SLC16A1 SLC1A3 SLC25A13 SLC25A17 SLC25A32 SLC25A36 SLC25A40 SLC30A6 SLC30A7 SLC35F2 SLC39A10 SLC39A14 SLC39A6 SLC44A1 SLC5A6 SLC7A5 SLC9A7 SLCO5A1 SMARCA4 SMARCAD1 SMARCE1 SMC1A SMC2 SMC4 SMG1 SMIM10L1 SMIM30 SNAP47 SND1 SNHG12 SNHG15 SNHG16 SNHG26 SNHG29 SNHG6 SNHG8 SNORD22 SNRPA SNRPD1 SNRPE SNRPF SNRPG SNX10 SNX5 SOCS1 SOCS2 SOCS5 SOX4 SOX6 SPAG5 SPARC SPATS2 SPDL1 SPG21 SPIN1 SPINDOC SPOPL SRC SRP72 SRSF1 SRSF10 SRSF2 SRSF3 SRSF7 SSBP1 SSTR2 SSX2IP ST20 STAMBP STAR STARD3NL STAT1 STK3 STMN1 STRAP STX16 STX6 SUB1 SULF1 SUMO1 SUMO2 SUPT7L SUPV3L1 SUV39H2 SUZ12 SYNPO2 TAF1A TAF1D TAF4B TAF5 TANK TARBP1 TARS1 TBC1D24 TBCE TBK1 TCF12 TCF3 TCTN3 TDG TDO2 TET1 TFAM TFB2M TFCP2 TFRC TGIF2 TGS1 THAP2 THAP9-AS1 THBS2 THOC1 THUMPD2 THY1 TIA1 TICAM2 TICRR TIGAR TIMELESS TIMM10 TIMM21 TIMM23B TIMMDC1 TIPIN TIPRL TK1 TLE1 TM2D2 TM6SF1 TM7SF3 TMA16 TMED4 TMEFF1 TMEM167A TMEM168 TMEM200C TMEM209 TMEM33 TMEM38B TMEM39A TMEM69 TMEM70 TMEM97 TMPO TNFAIP6 TNFRSF10B TNFRSF9 TNFSF15 TNFSF4 TNIP3 TNPO1 TOMM40 TOMM70 TOP2A TOPBP1 TOR1A TOR1AIP2 TP63 TPI1 TPT1-AS1 TPX2 TRA2B TRAM2 TRAP1 TREX2 TRIAP1 TRIM24 TRIP6 TRMT61B TRPM7 TRUB1 TSEN15 TSFM TSR1 TTF2 TTI1 TTK TTLL4 TUBB TUBGCP4 TUG1 TWNK TWSG1 TXNDC12 TXNL4A TYMS TYROBP U2AF1 U2AF2 U2SURP UBA2 UBA5 UBAP2L UBE2C UBE2E3 UBE2F UBE2G2 UBE2L3 UBE2T UBE2Z UBE3A UBE3C UBFD1 UBXN2B UBXN4 UCHL5 UCK2 UHRF1 UMPS UNG UPF3B UQCC2 UQCC6 UQCRH URB2 URI1 USP14 USP18 USP31 UTP14A UTP18 UTP25 UTP6 VANGL2 VASH2 VCAN VEZT VPS53 VPS54 VRK2 WBP11 WDHD1 WDR3 WDR4 WDR43 WDR75 WDSUB1 WRN XAF1 XG XPO1 XPO5 XPOT XRCC4 XRCC5 XRCC6 YAF2 YARS1 YARS2 YBX1 YEATS2 YWHAG YWHAH YWHAQ ZBED3 ZBTB2 ZBTB24 ZC3H11A ZC3H15 ZC3H8 ZCRB1 ZDBF2 ZFAS1 ZFR ZGRF1 ZIC2 ZKSCAN3 ZNF100 ZNF112 ZNF117 ZNF121 ZNF124 ZNF131 ZNF138 ZNF140 ZNF146 ZNF195 ZNF207 ZNF234 ZNF26 ZNF260 ZNF267 ZNF280C ZNF281 ZNF286A ZNF317 ZNF367 ZNF37A ZNF431 ZNF45 ZNF473 ZNF512 ZNF519 ZNF532 ZNF547 ZNF557 ZNF561-AS1 ZNF562 ZNF567 ZNF587 ZNF614 ZNF618 ZNF678 ZNF697 ZNF718 ZNF780A ZNF805 ZNF81 ZNF84 ZNF92 ZNG1A ZNRF3 ZSCAN32 ZWILCH ZWINT ZZZ3 DODD_NASOPHARYNGEAL_CARCINOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DODD_NASOPHARYNGEAL_CARCINOMA_UP A4GALT AADAT ABAT ABCA13 ABCA8 ABCB1 ABCC2 ABCC6 ABHD12B ABHD14B ABHD15 ABHD17B ABHD2 ABHD5 ABHD6 ABLIM1 ABLIM3 ACOT8 ACRBP ACSBG1 ACSM1 ACTL7B ADAMTS8 ADARB2 ADCY2 ADGB ADGRE3 ADGRF1 ADH1A ADH1B ADH1C ADH6 ADH7 ADHFE1 ADIRF ADORA1 ADRA2A ADRB1 ADSS1 AFDN AFF3 AGBL2 AGBL4 AGFG2 AGPAT2 AGR2 AGR3 AHI1-DT AHNAK AHNAK2 AK1 AK7 AK9 AKAP13 AKAP14 AKR1C3 ALB ALCAM ALDH1A1 ALDH1A3 ALDH1L1 ALDH3A1 ALDH3A2 ALDH3B1 ALDH3B2 ALOX15 ALS2CL AMFR AMIGO1 AMOTL2 AMY1A ANKFN1 ANKMY1 ANKRD18A ANKRD35 ANKRD37 ANKRD45 ANKRD54 ANKRD9 ANKUB1 ANXA1 ANXA11 ANXA2 ANXA2P2 ANXA9 AP1M2 APCDD1 APCDD1L-DT APLP2 APOBEC4 AQP3 AQP4 AQP5 ARG2 ARHGAP18 ARHGAP32 ARHGAP39 ARHGEF26-AS1 ARHGEF37 ARMC2 ARMC3 ARMH1 ARMH4 ARNT ARRDC2 ARSD ARX ASAP3 ASIC1 ASL ASRGL1 ASS1 ASXL3 ATF7IP2 ATG9B ATL1 ATOSA ATP10B ATP12A ATP13A4 ATP1A2 ATP2A3 ATP2C2 ATP6AP1-DT ATP6V0A4 ATP6V1D AXDND1 B3GALT4 B3GALT5 B3GNT3 B3GNT4 B3GNT6 B3GNT7 B3GNT9 B9D1 BAALC BACE1 BACE2 BAG1 BAG5 BAIAP2 BAIAP3 BAP1 BASP1 BBOF1 BBS4 BBS9 BCAN BCAR1 BCAS1 BCL2L15 BCL6 BCO2 BDH1 BDKRB2 BEND5 BEST4 BHLHE41 BICDL2 BLID BLK BMPR1B BNIPL BPIFB1 BTBD6 BTBD7 BTBD9 BTC BTD BTG4 C10orf67 C11orf16 C11orf52 C11orf71 C11orf97 C15orf48 C15orf62 C16orf89 C17orf97 C18orf25 C19orf33 C1orf116 C1orf87 C20orf85 C21orf58 C22orf15 C22orf23 C2CD2L C2CD4D-AS1 C2orf73 C2orf81 C4BPB C4orf19 C4orf3 C4orf47 C5AR2 C5orf63 C6 C6orf118 C6orf132 C6orf89 C7 C7orf57 C8orf34 C8orf34-AS1 C9orf152 C9orf24 C9orf72 CA12 CA5B CA6 CABCOCO1 CACFD1 CACNA1I CADM4 CALM1 CALML4 CAMK2G CAMKK1 CAMSAP1 CAND2 CAPN14 CAPN5 CAPN9 CAPS CAPS2 CAPSL CARD14 CASC2 CASP7 CASP9 CAST CASTOR3P CASZ1 CATSPER2 CATSPERD CATSPERE CBFA2T3 CBX7 CBY1 CC2D2A CCDC103 CCDC113 CCDC12 CCDC13 CCDC136 CCDC146 CCDC148 CCDC153 CCDC157 CCDC160 CCDC17 CCDC170 CCDC181 CCDC187 CCDC190 CCDC30 CCDC33 CCDC39 CCDC40 CCDC60 CCDC65 CCDC69 CCDC74A CCDC78 CCDC80 CCDC81 CCDC88C CCDC89 CCDC96 CCL28 CCN2 CCNA1 CCNO CCR6 CD163L1 CD180 CD19 CD1C CD1D CD200R1 CD22 CD40LG CD55 CD59 CD72 CD79B CD81-AS1 CDC14A CDC20B CDC42BPB CDH12 CDH26 CDHR1 CDHR3 CDK20 CDKL1 CDKL2 CDS1 CEACAM5 CEACAM6 CEACAM7 CELF6 CENPBD2P CEP112 CEP126 CEP164 CEP170B CEP19 CERT1 CES1 CES2 CES4A CETN2 CFAP100 CFAP107 CFAP119 CFAP126 CFAP157 CFAP161 CFAP206 CFAP20DC CFAP210 CFAP221 CFAP251 CFAP276 CFAP298 CFAP299 CFAP300 CFAP410 CFAP43 CFAP44 CFAP45 CFAP46 CFAP47 CFAP52 CFAP53 CFAP58 CFAP61 CFAP65 CFAP69 CFAP70 CFAP73 CFAP74 CFAP90 CFAP91 CFAP92 CFAP95 CFAP99 CGN CH25H CHD9NB CHL1 CHMP1A CHMP3 CHP2 CHRNA3 CHST6 CHST9 CIB1 CIB2 CIITA CIPC CIRBP CIZ1 CKB CKM CKMT1B CLBA1 CLCA4 CLCN4 CLDN10 CLDN23 CLDN3 CLDN7 CLDN8 CLEC4F CLEC4GP1 CLIC3 CLIC5 CLIC6 CLIP4 CLMN CLU CLUAP1 CLXN CMAHP CMTM8 CNFN CNGA4 CNKSR1 CNN2 CNPPD1 COBL COL1A1 COL25A1 COL28A1 COQ10A COQ4 COX7A1 CP CPEB1 CPEB3 CPLX3 CPPED1 CPQ CR1 CR2 CRACDL CRACR2A CRACR2B CRAT CRIP1 CRNN CROCC CRY2 CRYBG2 CRYL1 CRYM CRYZL2P CST6 CSTB CSTF2 CTH CTNNA1 CTNS CTSB CWH43 CXCL1 CXCL17 CXXC5 CXorf58 CYB561 CYB561A3 CYB561D2 CYP2A6 CYP2B6 CYP2B7P CYP2C8 CYP2E1 CYP2F1 CYP39A1 CYP4B1 CYSRT1 CYSTM1 DALRD3 DAW1 DBP DCAF5 DCDC1 DCDC2 DCDC2B DCST1-AS1 DCTN1-AS1 DDAH2 DDX28 DEF8 DEFB124 DEGS2 DELE1 DENND2C DENND6B DEUP1 DGCR2 DGKD DHCR24 DHRS3 DHRS9 DHX32 DIAPH2 DICER1-AS1 DIDO1 DIO1 DIXDC1 DLEC1 DLGAP1-AS1 DLGAP4-AS1 DMKN DMRT2 DNAAF1 DNAAF11 DNAAF3 DNAAF4 DNAAF6 DNAH1 DNAH10 DNAH11 DNAH12 DNAH2 DNAH3 DNAH5 DNAH6 DNAH7 DNAH9 DNAI1 DNAI2 DNAI3 DNAI4 DNAI7 DNAJA4 DNAJB13 DNAJB2 DNAL1 DNAL4 DNALI1 DNASE1L3 DND1 DNER DOCK8-AS1 DOCK9 DOP1B DPP10-AS1 DRC1 DRC3 DRC7 DRD2 DTX4 DUBR DUOX1 DUOX2 DUOXA1 DUSP1 DUSP18 DUSP22 DUSP26 DYDC1 DYDC2 DYNC1H1 DYNC2H1 DYNLRB2 DYNLT1 DYNLT5 DZANK1 DZIP1L DZIP3 E2F4 EBF1 ECM1 ECRG4 EDAR EEIG1 EFCAB12 EFCAB2 EFCAB6 EFEMP2 EFHB EFHC1 EFHC2 EFHD2 EHD3 EIF1B-AS1 EIF4EBP3 ELF3 ELK3 ELL3 EMC3 EML2 EML6 ENKD1 ENKUR ENPP4 ENPP5 ENSG00000181123 ENSG00000265246 ENSG00000270159 ENSG00000280119 ENSG00000286330 ENSG00000290732 ENTPD3 EPAS1 EPB41L1 EPB41L4B EPHA2 EPIST EPN2 EPN3 EPPIN EPPK1 EPS8L1 EPS8L2 ERBB2 ERGIC1 ERICH3 ERICH5 ESPNL EVA1C EVPL EXD2 EXD3 EXPH5 EYA1 EYA4 EZR F3 FA2H FAM107A FAM107B FAM131A FAM149A FAM153A FAM153CP FAM166A FAM166B FAM166C FAM174A FAM174B FAM182B FAM184A FAM209B FAM216B FAM219B FAM221A FAM229B FAM27C FAM3D FAM81B FAM83A FAM83E FAM86C1P FAM90A1 FANK1 FARP2 FAXDC2 FBLN7 FBXL13 FBXL2 FBXL7 FBXL8 FBXO15 FBXO34 FBXO36 FBXW10B FBXW9 FCER2 FCMR FCRL1 FCRL2 FCRL4 FCRLA FECH FGD2 FGF14 FGF14-AS2 FGF9 FGGY FHAD1 FHDC1 FHL1 FHL2 FILIP1 FKBP1B FKBP6P2 FLRT3 FMN1 FMO2 FMO5 FNDC11 FOCAD FOLH1 FOXA3 FOXJ1 FOXN3 FOXP1 FRAT1 FRMD4B FRMPD2 FUT2 FUT3 FUT6 FUT8-AS1 FYB2 FYCO1 GABRP GALC GALE GALNT12 GALNT14 GALNT4 GALNT5 GAN GAPVD1 GAS2L2 GAS8 GBP6 GCHFR GCLM GCNT3 GDA GDF15 GDPD3 GDPD5 GFOD2 GGT6 GGT7 GIHCG GIPC2 GIPR GIRGL GJB1 GK GLB1L GLIPR2 GLUL GMDS GNA11 GNA14 GNAL GNAQ GNE GNG7 GNMT GOLGA2 GOLGA2P5 GOLPH3-DT GON7 GORASP1 GPC1-AS1 GPD1L GPR160 GPR162 GPR182 GPRC5A GPRC5C GPRIN2 GPT2 GPX8 GRAMD1C GRHL3 GRIN3B GRK6 GRM5 GRM7 GSDMC GSKIP GSN GSTA1 GSTA3 GSTZ1 GUCY2C GULP1 H19 H2AC18 H2AC8 H2AJ H2BC21 H2BC4 HACD4 HDAC5 HECTD1 HEMK1 HES1 HEY1 HFM1 HHATL HHEX HHLA2 HIPK1 HLF HMGCL HOATZ HOMER2 HOPX HOTTIP HRK HS3ST6 HSBP1 HSD11B1L HSD17B8 HSPB8 HYDIN IDNK IDS IFFO2 IFITM10 IFT140 IFT172 IFT22 IFT43 IFT46 IFT57 IFT88 IFTAP IGHA1 IGHD IGHG1 IGHM IGSF22 IK IKBKB IL18 IL20RA IL20RB IL22RA1 IL5RA ILRUN-AS1 IMPA2 INAVA ING2 INHBB INPP5A IP6K1 IQCA1 IQCD IQCG IQCH IQSEC1 IQUB IRAG1-AS1 IRAK2 ITGB8-AS1 ITPK1 ITPKC IYD JADE1 JDP2 JHY JMJD1C-AS1 JRK KALRN KAT5 KATNAL2 KATNB1 KATNIP KAZN KCNB1 KCNE1 KCNE3 KCNJ12 KCNJ15 KCNJ16 KCNK6 KCNMB2 KCNQ1 KCNQ1OT1 KCNT1 KCTD11 KDM7A KDM7A-DT KHDC1L KIAA0319 KIAA0513 KIAA1522 KIAA1614 KIF13B KIF19 KIF21A KIF6 KIF9 KLF2 KLF5 KLF8 KLHDC7A KLHDC8B KLHDC9 KLHL14 KLHL3 KLHL32 KLHL41 KLHL6 KLK10 KLK11 KLK12 KLK13 KLRB1 KNDC1 KRT13 KRT14 KRT23 KRT4 KRT40 KRT7 KRT78 KRT80 LAYN LCA5 LCA5L LCN2 LDLRAP1 LEFTY2 LEKR1 LGALS3 LGALS7 LIMK2 LIN7B LINC00326 LINC00467 LINC00528 LINC00592 LINC00595 LINC00683 LINC00886 LINC00899 LINC00926 LINC00939 LINC00963 LINC01127 LINC01186 LINC01222 LINC01354 LINC01558 LINC01697 LINC01732 LINC01737 LINC01770 LINC01821 LINC01857 LINC02303 LINC02345 LINC02363 LINC02622 LINC02846 LINC03086 LIPH LLGL2 LMO2 LMO7 LNX1 LOC105376805 LOC107984974 LOC112268404 LOXL4 LPAR5 LPCAT4 LRG1 LRGUK LRP10 LRP11 LRP2BP LRRC10B LRRC18 LRRC23 LRRC27 LRRC34 LRRC36 LRRC4 LRRC43 LRRC46 LRRC56 LRRC71 LRRC73 LRRC8A LRRFIP1 LRRIQ3 LRTOMT LRWD1 LTF LXN LY6G6E LYL1 LYN LYPD6B LYPLA2 LZTFL1 MAB21L4 MACROD2 MAGED2 MAGI1 MAGI3 MAGIX MAGOH-DT MAILR MAJIN MAK MAL MALL MANSC1 MAOB MAP1A MAP1LC3A MAP2K3 MAP3K1 MAP3K13 MAP3K19 MAP3K9 MAP4K3-DT MAP6 MAPK3 MAPK8IP1 MARCHF10 MARCHF4 MASP1 MB MBOAT2 MBP MBTPS1-DT MCU MDH1B MDS2 ME3 MED11 MED15P9 MED16 MEF2C MEIG1 MEIS1 MEIS2 MEIS3P1 METRNL METTL27 MFSD4A MFSD6 MGAM MGLL MICAL3 MIDEAS MIEF2 MINDY1 MINDY4 MIPEP MIR141 MIR34B MIR449A MISP MKS1 MKX MLF1 MLPH MLYCD MMEL1 MMP15 MMP24 MMP24OS MNS1 MOB3C MOK MORN2 MORN3 MORN5 MOSPD3 MPHOSPH6 MPL MPP7 MPRIP-AS1 MPZL3 MRAP2 MRLN MROH8 MROH9 MRPS31 MS4A1 MS4A15 MS4A8 MSANTD2-AS1 MSI1 MSI2 MSLN MSMB MSRA MST1 MT1E MT1M MTF1 MTFR1L MTMR12 MTSS1 MUC1 MUC12-AS1 MUC13 MUC16 MUC20 MUC4 MUC5AC MUCL1 MVP MYCBP MYCBPAP MYCT1 MYEOV MYH11 MYH14 MYH4 MYL12B MYO1D MYO5B MYOF MYORG MYZAP NACAD NAPRT NATD1 NBEA NBL1 NDRG2 NEBL NEBL-AS1 NECTIN4 NEDD4L NEIL1 NEK10 NEK11 NEK5 NEXMIF NF1 NFATC1 NFE2L2 NFIA NFX1 NHERF1 NHLRC2 NIBAN2 NIBAN3 NINJ2-AS1 NIPAL2 NIPAL3 NIPSNAP3B NLRX1 NME5 NMU NOXA1 NPHP1 NQO1 NR2F2-AS1 NR4A2 NRAD1 NRAV NRXN3 NSUN7 NT5C2 NUCB2 NUDT16L2P NUDT7 NUMB NUP214 NUP50-DT NXF2 OCEL1 ODAD1 ODAD2 ODAD3 ODAD4 ODF2 ODF2L ODF3B OGG1 OMG OR2A20P OR2A4 OR7E12P OR7E14P OR7E47P ORAI2 OSBPL10 OSBPL2 OSBPL6 OSBPL7 OSCP1 OTUD1 OXTR P2RY1 P2RY2 P4HTM PACRG PADI1 PALMD PAPOLA PAPOLA-DT PAQR7 PARVA PAX5 PCBP3 PCDH1 PCDH20 PCDH9 PCDHA9 PCP4L1 PCSK5 PCYT2 PDCD4 PDCD6IP PDE7B PDLIM2 PDXP-DT PDZD2 PDZK1IP1 PER1 PER2 PEX11A PEX11G PGAP3 PGAP4 PGM5-AS1 PHACTR1 PHEX PHF1 PHF7 PHLPP1 PHYHD1 PI3 PIAS2 PIAS3 PIERCE1 PIERCE2 PIFO PIGR PIH1D2 PIK3C2B PIK3IP1 PINK1 PINLYP PIP4P1 PITPNA PITPNM1 PITPNM3 PKHD1L1 PKLR PKN3 PLA2G10 PLAAT2 PLAAT4 PLAC4 PLAC8 PLBD1 PLCE1 PLEKHA6 PLEKHG2 PLEKHH1 PLEKHS1 PLIN3 PLLP PLPPR3 PLS1 PLXNB1 PNKD PNLDC1 POLD4 POLR2A POM121L4P POMGNT2 POR POU2AF1 PPARG PPDPF PPIL6 PPIP5K1 PPL PPOX PPP1R12B PPP1R13L PPP1R16A PPP1R32 PPP1R36 PPP1R3C PPP2R5A PPP6R1 PRDM9 PRDX1 PRDX5 PRKAA2 PRKAR1A PRKAR2A PRKCD PRKCZ PRMT8 PROCA1 PROM1 PRR15 PRR15L PRR18 PRR29 PRRT3 PRSS22 PRSS23 PRSS27 PRUNE2 PSENEN PSKH1 PSMB8-AS1 PSPN PTGDS PTGR1 PTK6 PTPN21 PTPN3 PTPRH PTPRN2 PTPRO PTPRT PTPRU PWWP2B PXK PXN PYGL PZP QSOX1 R3HDM4 RAB11FIP1 RAB17 RAB36 RAB37 RAB38 RAB40B RAB43 RABL2B RAET1E RALGAPA2 RALGPS1 RALGPS2 RARB RASAL1 RASAL2 RASGRP2 RASSF1 RBKS RBM20 RBM24 RCAN3 RCSD1 RDH10 REC8 RECQL5 REEP1 REEP6 RERE REXO1 RFX2 RGS14 RGS22 RGS8 RHBDL2 RHCG RHOBTB2 RHOU RHOV RHPN2 RIBC1 RIBC2 RIIAD1 RINT1 RIPK3 RIPK4 RIPOR2 RMDN3 RNASE4 RNF103 RNF175 RNF183 RNH1 RNU4-78P RNU6-418P ROPN1 ROPN1L RORA RORB RORC RPL10 RPS6KA2 RPS6KA3 RPSA2 RPTN RRAD RSPH1 RSPH10B RSPH14 RSPH3 RSPH4A RSPH9 RTEL1 RUNDC3B RUNX1 RUNX1T1 RXRB S100A6 S100A9 S100P SAA1 SAA4 SAMD15 SAP25 SAPCD1-AS1 SARM1 SASH1 SAT1 SAT2 SAXO2 SCAMP2 SCARA3 SCEL SCGB1A1 SCGB2A1 SCIN SCNN1A SCNN1B SCRN1 SCRN2 SCUBE2 SDCBP2 SDR16C5 SEC14L3 SEC14L4 SECISBP2L SEL1L3 SELENBP1 SEPTIN5 SERHL SERINC2 SERPINB1 SERPINB11 SERPINB13 SERPINB2 SERPINB3 SERPINB4 SERPINB6 SERPINB7 SERTAD4 SERTAD4-AS1 SETD3 SFMBT1 SGMS2 SGSM3 SH3BGRL2 SH3D19 SH3GL3 SHANK2 SHISA8 SHISAL2A SHLD1 SIGIRR SIK3 SIPA1L1 SIX1 SIX2 SLAIN2 SLC12A6 SLC13A3 SLC13A4 SLC15A2 SLC16A5 SLC16A7 SLC16A9 SLC17A1 SLC20A2 SLC22A16 SLC22A18 SLC22A4 SLC24A4 SLC25A14 SLC25A29 SLC26A2 SLC27A1 SLC27A2 SLC27A4 SLC27A6 SLC2A10 SLC34A2 SLC35C1 SLC37A1 SLC41A3 SLC44A4 SLC46A3 SLC51A SLC6A11 SLC6A14 SLC6A6 SLC9A1 SLC9C2 SLPI SMAGP SMBD1P SMDT1 SMIM14 SMIM2-AS1 SMIM22 SMIM5 SMIM6 SMPD2 SMPD3 SNED1 SNORD123 SNRK SNRPCP11 SNTN SNX22 SNX29 SNX31 SOBP SORBS2 SORT1 SPA17 SPACA9 SPAG1 SPAG16 SPAG17 SPAG6 SPAG7 SPAG8 SPATA17 SPATA18 SPATA24 SPATA33 SPATA4 SPATA6 SPATA6L SPATA7 SPATS1 SPDEF SPEF1 SPEF2 SPG7 SPINK2 SPINK5 SPIRE2 SPNS2 SPNS3 SPOCK3 SPRR1A SPRR3 SPTLC2 SRD5A2 SRD5A3 SRGAP3-AS2 SRPX2 SSBP4 SSUH2 ST14 ST3GAL3 ST6GALNAC1 ST6GALNAC6 STAG3 STARD9 STEAP4 STIM1 STIMATE STK11IP STK24 STK32C STK33 STK40 STN1 STOM STOML3 STPG1 STPG3-AS1 STRBP STS STX18 STX7 SUGT1P4-STRA6LP-CCDC180 SUN1 SUNO1 SUSD6 SVEP1 SVOPL SWSAP1 SYBU SYNE1 SYNE4 SYNGR1 SYNPR-AS1 SYTL1 SYTL2 SYTL4 SYTL5 TACC2 TACSTD2 TADA2B TAX1BP1 TBC1D10A TBC1D22A TBC1D9 TCEA3 TCEAL3 TCL1A TCP11 TCTA TCTN1 TCTN2 TECPR2 TEKT1 TEKT2 TEKT3 TENT5B TEX26 TEX264 TFF3 TGFB1 TGM1 THRA THRB TIMP4 TIRAP TJP3 TK2 TLCD2 TLE2 TM7SF2 TMBIM1 TMC4 TMC5 TMCO5A TMCO6 TMED10 TMEM105 TMEM107 TMEM120A TMEM121 TMEM125 TMEM154 TMEM156 TMEM184A TMEM190 TMEM213 TMEM220 TMEM231 TMEM232 TMEM234 TMEM25 TMEM254 TMEM256 TMEM40 TMEM45B TMEM50B TMEM53 TMEM61 TMEM67 TMEM72 TMEM8B TMF1 TMPRSS11B TMPRSS11D TMPRSS2 TMPRSS3 TMPRSS4 TNFAIP8L1 TNFRSF10D TNFRSF13C TNFRSF14-AS1 TNFRSF19 TNFRSF21 TNFSF11 TNNC1 TNNC2 TNRC18 TNS1 TNXB TOGARAM2 TOLLIP TOM1 TOR4A TOX3 TP53INP2 TP73-AS1 TPCN1 TPO TPPP TPPP3 TPRG1L TPT1 TPTE2P6 TPTEP1 TRAF3IP1 TRAK1 TREML2 TRIM13 TRIM29 TRIM41 TRIM55 TRIM7 TRMT44 TRNP1 TRPM1 TSGA10 TSHZ2 TSLP TSNAXIP1 TSPAN1 TSPAN3 TSPAN6 TSTD1 TTC12 TTC16 TTC21A TTC22 TTC23L TTC26 TTC29 TTC38 TTC39B TTC39C TTC6 TTC7A TTC9 TTLL10 TTLL13 TTLL5 TTLL9 TTTY8 TUBA1A TUBA4A TUBA4B TUBB2A TUBB4B TUBBP5 TUSC2 TXLNB UBAC2 UBL3 UBTF UBXN10 UCP2 UGCG UGT1A10 ULK4 UNC13B UNC5B-AS1 UPK1B USF3 USP19 USP2 USP4 USP43 USP51 UST VAMP5 VAMP8 VILL VIPR1 VMO1 VNN3P VPREB3 VPS11 VPS13D VPS37B VPS9D1 VSIG10L VSIG2 VSIR VSTM2L VTCN1 VTN VWA3A VWA3B VWA5A VWA8-AS1 WASHC2C WASIR1 WDR13 WDR17 WDR25 WDR26 WDR31 WDR38 WDR49 WDR54 WDR55 WDR93 WDTC1 WEE2-AS1 WFDC2 WFDC21P WFDC3 WFS1 WLS WNT9A WRAP53 WWC1 WWP2 YIF1B YIPF2 YPEL2 YPEL3 ZBBX ZBED5-AS1 ZBTB14 ZBTB38 ZBTB42 ZBTB7A ZBTB7C ZC2HC1C ZC3H12A ZC3H12A-DT ZCWPW1 ZDHHC1 ZDHHC13 ZDHHC3 ZER1 ZFAND2B ZFP36 ZFYVE21 ZKSCAN2-DT ZMYND10 ZMYND12 ZNF106 ZNF185 ZNF19 ZNF20 ZNF204P ZNF214 ZNF295-AS1 ZNF395 ZNF396 ZNF439 ZNF445 ZNF473CR ZNF474 ZNF487 ZNF542P ZNF552 ZNF582-DT ZNF599 ZNF662 ZNF667 ZNF667-AS1 ZNF677 ZNF703 ZNF709 ZNF750 ZNF784 ZNF839 ZNF844 ZNF853 ZNF880 ZSCAN31 ZSWIM5 DONATO_CELL_CYCLE_TRETINOIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DONATO_CELL_CYCLE_TRETINOIN ABI1 ATR BTG2 MNT SKAP2 TOB1 DORMOY_ELAVL1_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DORMOY_ELAVL1_TARGETS ACTB ATXN2 BAAT BAG2 CCNA2 CCND3 CDC7 CDK2 CDKN3 CNNM2 EDNRA IL6 MYT1 PDCD10 PDCD1LG2 PIDD1 RBM8A SPAG9 DORN_ADENOVIRUS_INFECTION_12HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DORN_ADENOVIRUS_INFECTION_12HR_DN ANPEP BACE2 CCND1 CCNK CD83 COL7A1 EFNA1 ELF3 EWSR1 FHL2 FUBP3 H1-0 H2AC8 H4C2 HNRNPH1 IER3 IL6 KYNU LIMA1 MAP2K3 MCL1 MYC NFE2L2 NFKBIA SDCBP SGK1 SH3BP5 SRSF5 SYNCRIP TNFRSF12A TOP2A TRAF4 TXNRD1 DORN_ADENOVIRUS_INFECTION_12HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DORN_ADENOVIRUS_INFECTION_12HR_UP ATF4 BCAR3 CCN1 CYTH1 EGR3 ELL2 EPHA2 FUBP1 H2BC12 IFIT1 IFIT2 JUNB KLRC2 KRT14 KRT19 MFAP2 MMP15 NFKB2 NR4A1 PDE2A PLK2 RAB1A RASL12 RIGI SERPINB5 SNAI2 SRSF1 TSC22D3 DORN_ADENOVIRUS_INFECTION_24HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DORN_ADENOVIRUS_INFECTION_24HR_DN BCAR3 CCN1 CCND1 CD83 COL7A1 CYTH1 EFNA1 EGR3 ELL2 EPHA2 EWSR1 FHL2 FUBP1 FUBP3 H1-0 H2BC12 IER3 IFIT2 IL6 JUNB KLRC2 KRT19 LIMA1 MAP2K3 MCL1 MFAP2 NFE2L2 NFKB2 NFKBIA NR4A1 PLK2 RAB1A SDCBP SGK1 SH3BP5 SNAI2 SRSF1 SRSF5 TNFRSF12A TOP2A TRAF4 TXNRD1 DORN_ADENOVIRUS_INFECTION_24HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DORN_ADENOVIRUS_INFECTION_24HR_UP ANPEP ATF4 BACE2 ELF3 HNRNPH1 KRT14 MYC PDE2A RASL12 SERPINB5 SYNCRIP TSC22D3 DORN_ADENOVIRUS_INFECTION_32HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DORN_ADENOVIRUS_INFECTION_32HR_DN BCAR3 CCN1 CCND1 CD83 COL7A1 CYTH1 EFNA1 EGR3 ELL2 EPHA2 EWSR1 FHL2 FUBP1 FUBP3 HNRNPH1 IER3 JUNB KLRC2 KRT14 KRT19 MAP2K3 MCL1 MFAP2 NFE2L2 NFKB2 NFKBIA NR4A1 PLK2 RAB1A SDCBP SERPINB5 SGK1 SRSF1 SRSF5 SYNCRIP TNFRSF12A TRAF4 TXNRD1 DORN_ADENOVIRUS_INFECTION_32HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DORN_ADENOVIRUS_INFECTION_32HR_UP ANPEP ATF4 BACE2 ELF3 H2BC12 IFIT2 MYC PDE2A RASL12 TOP2A TSC22D3 DORN_ADENOVIRUS_INFECTION_48HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DORN_ADENOVIRUS_INFECTION_48HR_DN BCAR3 CCN1 CCND1 CCNK CD83 COL7A1 CYTH1 EFNA1 EGR3 ELL2 EPHA2 EWSR1 FHL2 FUBP1 HNRNPH1 IER3 IL6 JUNB KLRC2 KRT14 KRT19 MAP2K3 MCL1 MFAP2 NFE2L2 NFKBIA NR4A1 PLK2 RAB1A SDCBP SERPINB5 SGK1 SNAI2 SRSF1 SRSF5 SYNCRIP TNFRSF12A TRAF4 TXNRD1 DORN_ADENOVIRUS_INFECTION_48HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DORN_ADENOVIRUS_INFECTION_48HR_UP ANPEP ATF4 BACE2 ELF3 FUBP3 H2BC12 IFIT2 MYC NFKB2 PDE2A RASL12 SH3BP5 TOP2A TSC22D3 DORSAM_HOXA9_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DORSAM_HOXA9_TARGETS_DN BMAL1 BMI1 CD36 CDC37 CISH CLCN7 DCT DYNC1LI2 FCGRT FXR1 GATA2 GLRX HBE1 IGF2 JUN JUNB KRT18 LYN MAN2A2 MYC OSBPL8 RBBP6 SBNO1 SDC4 SDCBP SERPINB9 SRP72 SRSF11 TPR TSC22D3 VHL WSB1 DORSAM_HOXA9_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DORSAM_HOXA9_TARGETS_UP ADD3 AHCYL1 ALDH1A1 ARHGAP11A ARL3 ARPC5 CALB1 CDK7 CELF1 CTH DHX8 ETS2 GNG10 GTPBP1 HMGN2 HNRNPU INPPL1 MAFG MAN2A2 MYB NLK OSBPL9 PCMT1 PHOX2A PIM1 PKNOX1 RAB31 RAP1B RNF103 RPL27A SERINC1 SRSF11 ST13 VIM YES1 DORSEY_GAB2_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DORSEY_GAB2_TARGETS ACVR1 AKAP12 ARHGAP25 ATP1B1 CCRL2 CD44 CD69 COL1A1 COL6A3 CRYAB DUSP5 GK GNG11 GRIK1 GSN HSD17B1 IL13RA2 ITGA2B ITGB3 PHLDA2 PRSS1 PRSS3 REN SERPINE1 SMAD7 SPARC STC1 TFPI2 THBS1 TNFRSF9 DOUGLAS_BMI1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DOUGLAS_BMI1_TARGETS_DN ABHD4 ACAD9 ACSL4 ACSS3 ACTA2 ADAL AGPAT3 AMDHD2 ANAPC1 ANKS1A APAF1 APBB3 API5 APOBEC3D ARAP1 ARHGAP19 ARL1 ARL5B ARL6IP1 ARMCX1 ATP10D ATP6V0D1 ATP6V1A AZIN1 B4GALT6 BCL2L13 BIRC2 BIRC3 BMAL1 BMI1 BPGM BST2 BTN3A1 BVES C18orf25 C2CD2 C6orf58 CALCRL CASP8 CBR4 CCDC25 CCL18 CCNDBP1 CCNG2 CCZ1 CD2AP CEP57 CGGBP1 CHEK1 CHUK CLCN3 CLCN7 CLIC2 CLIP4 CLU CMTR1 COG5 COL1A2 COL3A1 COL5A2 COX15 CPEB4 CREBL2 CSNK1D CSRNP3 CTC1 CTSD CYB561A3 CYB5D2 DBNL DCAF12 DCAF17 DCAKD DCP2 DDI2 DDX60L DHX58 DIDO1 DNAJC16 DSG3 DUSP3 ECH1 EGF ELAVL1 ELMOD2 ENPP1 EPDR1 ETNK1 EXD2 FAM199X FAM234A FAM91A1 FCHSD2 FGD6 FGGY FLVCR1-DT FOXRED1 FRK FZD6 G6PC3 GADD45G GNAI3 GNPDA1 GOLGA3 GOLPH3L GOLT1B GPM6A GPR137B GPRC5A GTPBP2 H1-0 HELB HERC6 HMOX2 ICAM1 ICAM2 IFI35 IFI6 IFIT1 IFIT2 IFIT3 IFT46 IL1RAP IL32 IL7R INSIG1 INSIG2 IREB2 IRF9 ISL1 ITGA1 IVD JKAMP KATNAL1 KLHDC10 KLHL12 KLHL18 KLHL24 KLHL28 KPNA5 KPNA6 LANCL1 LCP1 LIN7C LIPH LIPI LPP LRIG3 LRP1B LRRC37A M6PR MAPK6 MED16 MFSD1 MFSD14B MICU1 MIF4GD MIS18A MLC1 MOCS2 MPV17 MR1 MRGPRX3 MTMR14 MVP MYEF2 N6AMT1 NAGK NECAP1 NEU1 NFKB2 NFKBIZ NGLY1 NHLRC2 NIPAL3 NIT1 NKIRAS2 NOL4 NSRP1 OAS1 OAS3 OPTN OSBPL8 OTUD4 OXNAD1 PAAF1 PAFAH2 PAG1 PAN2 PANK1 PARM1 PBXIP1 PCMTD1 PCMTD2 PCYT1A PDE1A PEX16 PGAP2 PGM2L1 PHKB PIGO PIGS PIK3CB PIP4K2C PITX2 PLEKHA1 PLSCR4 PPCS PPP3CA PSMB9 PSMD5 PTCD2 PUDP RAB8B RAP2C RAPGEF2 RARB RASA1 RBCK1 RBM47 RECQL5 RETREG3 RMND5B RNF141 RNF168 RO60 RPIA RPRD1B RPS12 RRAGC RSC1A1 RUSF1 RWDD2B RXFP2 S100PBP SARAF SDE2 SEMA3A SERINC1 SERINC3 SESN3 SGCZ SGK1 SHKBP1 SHPK SIDT2 SKP2 SLC10A7 SLC16A4 SLC20A2 SLC33A1 SLC35E3 SLC39A8 SLC7A11 SLC9A8 SLFN5 SMIM14 SNRK SNX11 SOAT1 SOX6 SP100 SPRTN SPRYD3 SQSTM1 STAT1 STAT6 STK38L STRA6 STX4 STYXL1 SUN2 TACC1 TAF10 TAFA2 TBC1D13 TBC1D7 TBCEL TCTA TDG TDRKH TIGD1 TKFC TM7SF3 TMBIM1 TMED8 TMEM127 TMEM144 TMEM164 TMEM175 TMEM179B TMEM63A TNFAIP3 TNFRSF9 TOP1P1 TOR1B TPM3 TPP1 TRAPPC14 TSPAN31 TSPYL5 UBE4B UNKL UROS VEZT VPS36 WEE1 WNT10A YIPF4 ZBTB41 ZDHHC12 ZDHHC4 ZFYVE1 ZFYVE26 DOUGLAS_BMI1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DOUGLAS_BMI1_TARGETS_UP AASS ABCA2 ACACA ACBD3 ACIN1 ACYP1 ADA ADA2 ADAMTS1 ADARB1 ADCY9 ADCYAP1R1 ADGRA2 ADGRB2 ADI1 AEN AGAP3 AGO2 AGPAT5 AKAP8 AKT1S1 ALDH1A3 ALDH9A1 ANAPC15 ANGPTL2 ANKDD1A ANKH ANKRD29 APCDD1 APEH APLP1 ARG2 ARHGAP17 ARID1B ARL13B ASH1L ASIC1 ATE1 ATF1 ATF2 ATG9A ATP11C ATP13A3 ATP1B1 B3GAT1 B4GALNT3 B4GALT5 BAALC BAG4 BARX1 BASP1 BCL9 BCOR BET1 BGN BHLHE22 BLOC1S5 BLTP2 BMP7 BOC BRD3OS C11orf24 C12orf75 C15orf39 C1QL1 CABLES1 CACHD1 CACNA1G CACNB3 CALML4 CAMKV CARM1 CARS2 CCDC180 CCDC3 CCT8 CD320 CDH23 CDH24 CDK14 CDK2AP1 CDKN3 CDON CEACAM21 CENPV CERCAM CERS1 CHD3 CHEK1 CITED2 CKB CLCN2 CLDND1 CLIC4 CLPP CMTM7 CNIH2 CNIH4 CNOT6 CNTNAP2 COL13A1 COL16A1 COL4A1 COL4A2 COL5A1 COL6A1 COL6A2 CORO1A CPNE7 CPXM1 CRABP1 CRMP1 CRYM CS CTSC CTXN1 CXCL14 CYB5B CYP27B1 CYP27C1 CYRIA DAB2IP DAP3 DCBLD2 DCHS1 DCXR DDX6 DHX40P1 DHX9 DIDO1 DKK2 DKK3 DLG4 DLGAP4 DLX5 DNAJC7 DNER DNMT1 DOCK6 DSP DUS3L DUSP26 DUSP6 E2F3 ECM1 EDIL3 EFHD1 EFNB1 EIF1AXP1 EIF2B4 EIF4A3 EIF4E2 EIF4E3 ELN EMC9 EML3 EMP2 EYA2 F2R FAAP20 FAM110A FAM135A FAM174C FAM83D FARP1 FASN FBN3 FGF13 FGFR4 FHL3 FKBP4P7 FN1 FRMD4A FSD1 FTSJ1 FXYD5 FZD1 FZD5 GAL GALNT14 GALNT17 GDF11 GDI2 GFRA1 GLB1L2 GLI3 GLO1 GNAZ GNL2 GPN1 GPR162 GPRC5B GRK2 GRP GRPEL1 GSC GSN GTF3A H4C13 H4C2 HDAC7 HIP1 HIPK3 HK2 HMGA1 HMGB2 HNRNPD HNRNPUL1 HOXC11 HOXC9 HPS3 HR HRAS HSP90AA2P HUNK HYAL2 HYOU1 ICMT IDH3A IFRD2 IGDCC4 IGSF9 IL10RB IL11RA IL27RA IL6ST ILF3 IMPDH1 INA INPP4B INPP5A INPPL1 INS-IGF2 IPO11 IQGAP1 IQSEC1 IRS2 ISOC2 ITGB5 ITPKA KAT5 KCNAB3 KCTD12 KCTD15 KDM1A KIAA0408 KIF11 KIF20A KLF11 KLF13 KMO KMT2A KPNA1 LAMTOR1 LAMTOR3 LANCL2 LARP6 LGR5 LMNB2 LOXHD1 LOXL1 LOXL2 LPAR3 LPCAT1 LRATD2 LRP8 LRRC17 LSM14A LSM7 LUZP1 MACF1 MAP3K12 MAP3K21 MAPK1IP1L MAPK3 MBOAT7 MCAM MED13L MED15 MFAP4 MFSD2A MGARP MGAT1 MMP2 MPP1 MPRIP MRM1 MRPS35 MRPS6 MSX2 MTFP1 MTHFS MTMR1 MTMR6 MTPN MTURN MYB MYBBP1A NCLN NCOA5 NCOR2 NDN NDUFA5 NEIL2 NELL2 NEO1 NFYA NID1 NKX2-2 NMNAT3 NOG NOL12 NOTCH1 NOTCH3 NPAS2 NPTN NR2F2 NR4A1 NT5DC2 NUDCD1 NUDT15 NUP43 NUP93 NXPH4 OBSCN OIP5 OLFM1 OLFML3 OSBPL11 OSGIN2 P2RX5 PACC1 PANK3 PAPPA PAWR PCBP4 PCGF1 PCSK6 PDE1B PDE4A PDE9A PDGFA PDGFC PDP1 PEA15 PEG10 PGAM5 PIAS2 PIGW PITHD1 PITPNA PJA2 PKIA PLCB3 PLOD1 PLOD3 PLPP2 PLPPR2 PLTP PLXNA3 PMAIP1 PNP PODXL POGLUT3 POLD3 POLR1A POLR2C POLR3E POLR3K PPIF PPP1R1A PRC1 PRDM8 PRKAR2B PRMT5 PRPS2 PRRC2B PSMC3IP PTGFRN PTP4A1 PTP4A2 PTPN5 PTS PWWP2B PXYLP1 PYGB QKI RAB11FIP1 RAB15 RAB26 RABL6 RALB RALGDS RAP2B RASAL2 RASL10B RBM15B RBM24 RBM38 RBP1 RBPJ RBPMS2 RCL1 RDX RECQL4 REEP4 RGS19 RGS4 RHOBTB2 RIT1 RND2 RNF122 RNF145 ROS1 RP2 RPS19BP1 RTF1 RUSC1 RUVBL2 RYK S100A10 SAMD1 SAR1B SARM1 SBNO1 SCAMP1 SCARB1 SCD SCD5 SDC1 SEC24B SEC63 SELENOI SEPTIN5 SF3B4 SGTA SH3BP5 SH3PXD2A SHANK1 SHLD2 SLC16A1 SLC17A7 SLC1A3 SLC25A10 SLC29A1 SLC29A4 SLC2A1 SLC37A4 SLC39A14 SLC41A1 SLC6A6 SLC7A3 SLCO4A1 SMAD6 SNORD41 SNORD62A SNX27 SOCS4 SP3P SPAG5 SPR SPRED2 SPRING1 SPTBN2 SPTLC1 SRD5A3 SREBF1 SRF SS18 SS18L1 STEAP3 STK35 STX2 SUCLG1 TAOK2 TARBP2 TBC1D16 TBX5 TCAF2P1 TCF3 TCFL5 TCIRG1 TDO2 TEAD1 TENT4A TEX15 THEMIS2 THG1L THY1 TIMP2 TIMP3 TIPARP TLCD3A TLE5 TLN1 TMEFF1 TMEM163 TMEM184B TMEM268 TMEM41A TMEM50B TMEM51 TMEM54 TNFAIP6 TNFRSF10D TNFSF13B TNRC6A TOMM34 TOP1MT TP53I11 TPM1 TPM2 TPPP3 TRAM2 TRIAP1 TRIB2 TRIL TRIM3 TRMT6 TRPV4 TSPAN7 TUB TUBB2A TUBB2B TUBB4A TUBB6 TYSND1 UBE2Q2 UBL4A UBTF UCK1 UCKL1 UGCG UGP2 ULK1 UNG URGCP USP31 USP39 UXS1 VSIG10 VSTM4 VWCE WASF1 WDFY1 WDR90 WNT5A WWC3 XPR1 XYLT2 YES1 YWHAH ZBED4 ZDHHC20 ZFAND6 ZFYVE9 ZIC2 ZMYND19 ZNF146 ZNF367 ZNF584 ZNF92 ZYX DUAN_PRDM5_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DUAN_PRDM5_TARGETS ACSBG1 ADARB2 ALX4 APOBEC3B ARID3B CACNA1C CCDC33 CD99 CDC42EP4 CDH4 CEMIP CKLF CLDN16 CLK3 CMKLR2 COL19A1 CYB5D1 CYP3A7 DKK3 E2F3 EBF1 EDNRA EED EMID1 ENO2 ETS2 EVL FBXO33 GABPA GADD45B GCK GOLGA6A H4C16 ID2 IL6R INSYN1 INTS3 ISLR ISLR2 LRRC37A3 MYB MYC MYD88 MYOM2 NAV2 NCOA7 NLRC5 NOTCH1 NOTCH2 NREP OVOL1 PALM2AKAP2 PAX5 PAX6 PHC1 PIAS3 PML POU2F3 POU5F1 PPIL2 PPP1R12B PSG1 RARA RUNX1 RXRB S100A2 SIK1 SNRNP48 SOCS3 SOX2 STK32C TCEANC TINAGL1 TP53 UBL7 WNT10B ZFPM1 DUNNE_TARGETS_OF_AML1_MTG8_FUSION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DUNNE_TARGETS_OF_AML1_MTG8_FUSION_DN ADAM12 BAALC CD34 CKB DEPTOR DUSP6 ECM1 EDIL3 ELK3 FOSL2 ID1 IFI16 MEF2C MTSS1 RANBP2 RUNX1T1 SAMSN1 SLC2A3 TSPAN7 DUNNE_TARGETS_OF_AML1_MTG8_FUSION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DUNNE_TARGETS_OF_AML1_MTG8_FUSION_UP ACOT7 ALDH3B1 ALOX5AP ARL15 ATG16L2 ATP2B4 AZU1 BPI BTG1 C11orf21 CAT CD24 CD302 CEACAM6 CMTM3 CSF3R CST7 CTSG CXCR4 FNBP1 GCA HSPA6 ICAM3 IGFBP7 IL6R ITM2C LAPTM5 LCP1 LIN7A LST1 LYZ MS4A3 MYO1F NFE2 NKG7 NUCB2 OS9 PLAC8 PRG2 PRRC2C PSME3IP1 PSTPIP1 PTGER4 RASGRP2 RNASE2 RNASE3 S100A8 SAMSN1 SELPLG SLA SPCS3 SRGN TRGC2 DURAND_STROMA_NS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DURAND_STROMA_NS_UP ABHD6 ACSBG1 ADAMTSL3 AIG1 AIM2 ALDH7A1 ALKBH7 AMPD3 ARHGAP26 ARNT2 ATOH8 ATRNL1 BICD1 BNC1 BRINP3 C11orf52 CA12 CEP126 CHN2 CMBL COA3 CPA6 CREB5 CRYAB CTSC CTSK DCN DDX19B DMPK DMRT2 DNAJC27 DNPH1 DUSP16 DUSP6 ELOVL4 EPOR EXOC6 EZR F2R FAM110C FBLIM1 FETUB FEZ1 FOXQ1 FOXRED2 FRAT1 FZD7 GATA4 GATA6 GCH1 GDF15 GDPD1 GJB3 GLIPR1 GPR149 GPR176 GPR39 GPRC5A GPX7 GREM1 GREM2 H2AJ HAVCR2 HECTD2 HHAT HIVEP2 HLA-A HS3ST1 ICA1 IL1RL2 INSL6 ITPR1 JAM2 KIAA1217 KIAA1671 KLF4 KRT19 LFNG LLGL2 LMO7 LPAR2 LPAR6 LPCAT4 LY9 MAN1A1 MAP3K6 MFSD2A MLF1 MPP7 MRPL35 MRPS31 MT2A MYL9 NAIP NANOS1 NEDD9 NIPSNAP1 NOD1 NOX4 NREP OLR1 OSR1 OVGP1 PARM1 PCDH9 PDE3B PEBP1 PHYH PIK3R5 PLCB1 PRELID3A PREX2 PRKAG2 PRRG4 PTPN13 PTPRG RAB27B RAB6B RALGAPA2 RBKS RBM12B RBM47 RBPMS RCOR2 REXO4 RNF128 RUNDC3B S1PR3 SASH1 SCAMP5 SH3BP5 SH3RF3 SLC16A13 SLC16A3 SLC25A33 SLC2A3 SLC35B4 SLC35G1 SLC4A8 SLFN12L SNAI1 SPRY4 SRD5A1 STAG3 STXBP2 SYNGR3 TCF7 TLE4 TMEM109 TMEM141 TMEM170B TMEM185B TMEM266 TMEM45A TNFSF13B TNFSF9 UCP2 UNC5B VSTM5 WBP11 WDR31 WNK3 WWC1 ZNF503 ZNF518B ZNF593 ZNF616 ZNF724 ZSWIM6 DURAND_STROMA_S_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DURAND_STROMA_S_UP A4GALT ADAM12 ADAM19 ADAM8 ADAMTS12 ADAMTS2 ADCY3 ADGRL2 AGO4 AHR AKAP6 ALPL ANGEL1 ANGPTL4 AOC3 ARC ARHGAP28 ARHGEF28 ARHGEF6 ARRB1 ATP10A B3GALNT1 B4GALNT1 BACH2 BMPER BTBD2 C3orf33 CA13 CA5B CABLES1 CALCRL CAPN6 CASP12 CASTOR1 CCDC80 CCL5 CCL7 CCN5 CD248 CDK18 CDKN1C CDKN2B CDYL2 CEP170B CFAP20DC CHST1 CHST2 CIB2 CLDN1 COL1A1 COL1A2 COL3A1 COL4A6 COL6A2 CORO2A CRABP1 CREB3L1 CRIP2 CSGALNACT1 CTSH CTSO CXCL12 CYP26B1 CYP2J2 DCLK2 DEPDC7 DHRS7 DOCK3 DPYSL3 DTX3L DUOXA1 DYNAP DYNC2I1 EBF3 EDA EFNA5 EHD3 EIF4E3 ELFN1 ELL2 EMB EN1 EPN3 EYA4 FABP4 FABP7 FAM110B FAM20A FAT4 FBLN1 FGF10 FGFR2 FUT8 FYB1 FZD1 FZD8 GALNT13 GAS2 GATA3 GLRX GNAO1 GPER1 GRIA3 HCN2 HLA-DMA HOXB13 HOXC8 HSPB8 HTRA3 HYKK IFI27 IFIT1B IGF1 IL13RA1 IL15 IL18RAP IL1R1 IL1RL1 IL4R INF2 INPP4B ITGB3BP ITM2A IVD JAK3 JUP KBTBD7 KCNA4 KIRREL3 KITLG LAMTOR4 LGALSL LGMN LHX9 LONRF3 LOXL1 LPAR1 LPAR4 LPL LRIG3 LRP11 LRRC4C LTBP2 MAF MAGED2 MAP9 MARCKS MATN2 MEDAG MEST MID2 MMP15 MMP2 MMP23B MN1 MOGAT2 MORC4 MRGPRF MTSS2 MYO1D NADK2 NCAM1 NCK2 NCKAP5 NDRG1 NDRG2 NES NFATC1 NIBAN1 NID2 NOTCH4 NOVA1 NPR2 NPR3 NRBP2 NUDT14 NXF3 NYNRIN OASL OASL2P ONECUT2 OSMR OXR1 PALM2AKAP2 PAPPA PAX9 PBXIP1 PCDHB15 PDE1A PDE1B PDE4D PDGFRA PDGFRB PDK4 PDLIM4 PEAR1 PHOSPHO1 PLAGL1 PLEKHA2 PLEKHG4 PLPP1 PLPP3 PLXNA2 PLXND1 PMP22 PMVK PODXL POPDC3 PORCN POSTN PPP1R13B PRKAR1B PRKD1 PRRG1 PRUNE2 PTN PTPRF PTX3 PXMP4 PXYLP1 PYGO1 RAB3IL1 RAC3 RALGAPA1 RASSF2 RB1CC1 RBPMS2 RGS4 RHOBTB1 RNF150 ROR2 RORB RPS6KA6 RSPO2 RTKN2 RTN4RL1 RTP4 S100A16 S1PR1 SCN1B SDC3 SELENOP SELP SEMA3F SERPINB1 SERPINB6 SERPINF1 SFRP2 SIX1 SLC1A3 SLC27A3 SLC37A2 SLC39A8 SLC43A1 SLC4A4 SLFN13 SMOC2 SNAI2 SORCS2 SOX5 SP8 SPEG SPON2 SPP1 SRPX2 ST3GAL1 ST6GAL1 ST6GALNAC2 STAT1 SULF2 SVEP1 SYN1 TAF9B TBX20 TCF7L1 TEX15 TFAP2A TGFBI THSD7A TMEFF2 TMEM117 TMEM121 TMEM47 TRAM1L1 TRIM21 TSC22D3 TSPAN6 TSPAN7 TVP23A UBASH3B UBE2L6 UST WNT10B ZC2HC1A ZDHHC15 ZDHHC2 ZNF124 ZNF518A ZNF618 ZNF639 DURCHDEWALD_SKIN_CARCINOGENESIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DURCHDEWALD_SKIN_CARCINOGENESIS_DN ABCC1 ABCG1 ACOX1 ADAM12 ADARB1 ADD2 ADNP AFF4 AGPS AHCYL2 AKR1D1 ALDH1A3 ANK3 APLN APLP2 AQP3 ARAP2 ARID3A ARNT ASAP1 ATF7IP ATP13A3 ATP2C1 B4GALT1 BCAR3 BLCAP BTBD10 CADM1 CAMK2D CAMSAP2 CAST CASTOR2 CAT CCDC65 CCDC88A CCNG1 CCNY CD44 CD80 CDC40 CEP350 CHI3L1 CLIP1 CLIP4 CMTM4 COBLL1 COMMD10 CPEB4 CPNE2 CRABP2 CREBBP CRYBG3 CSRNP1 CTNND1 DAP DAPK2 DCUN1D3 DDX3X DDX49 DDX6 DEDD DEFB1 DEFB103B DEFB4A DEGS2 DHX37 DIP2B DLG1 DOCK1 DPP8 DSG3 EAF1 EEA1 ELL2 ENAH ENTR1 EPS8 ESD ESM1 FABP4 FAM168B FAM83G FARSB FBLIM1 FCHSD2 FETUB FHOD1 FLRT2 FLRT3 FMN1 FOS GALNT12 GBA1 GIT2 GJB6 GKN1 GM2A GPAT3 GPR137B GSK3B GSR GSTA1 HAPSTR1 HBA2 HBD HDAC6 HIPK3 HMGCS1 HMMR HMOX1 HOMER3 HOOK1 HOXA1 HPGDS HS3ST1 IL36G IRS2 ITGA6 ITGB1 KCNN4 KDM5B KIAA0513 KIF1B KIF5B KLF3 KLF6 KLK10 KLK12 KRT13 LAMA3 LARP4B LETMD1 LGALS3BP LIN9 LRP8 LRRC57 LTN1 LXN LY6K LYG1 MACF1 MAFK MAGED2 MAP3K20 MAP4K4 MAPK6 MAU2 MBOAT1 MED13 MET MMP10 MMP3 MPZL2 MXD1 MYH6 MYH9 MYO5B N4BP1 NAA80 NET1 NFE2L2 NPLOC4 NPTX1 NRG1 NRIP1 NSDHL NVL ODC1 OGA OR2B2 PAK1 PDE6B PDPN PEAK1 PFN1 PHLDA1 PHLDB2 PIAS1 PIK3CB PIP5K1B PLD1 PLK2 PLPP6 PMAIP1 PMEPA1 PNCK PRCC PRPF4B PTBP3 PTGS2 PTPN12 PTPRZ1 PXK QKI RAB11FIP1 RAB22A RALB RANBP9 RAP1GAP RAPGEF3 RBBP4 RBM25 RBP1 RFNG RIPK1 RIPK4 RNF38 RUNX1 RUSC2 SAMHD1 SCHIP1 SEMA3C SEMA4D SEMA6D SERPINB6 SHROOM3 SLC4A7 SLC6A20 SLPI SMAD7 SMG1 SMURF1 SNN SNX9 SPRED3 SQLE STIM2 STK3 STX11 TAOK1 TATDN2 TBL1X TGFBI TIPARP TMEM106B TMEM163 TMEM248 TMEM43 TMEM47 TMX3 TNPO1 TPBG TPD52 TPM1 TPM4 TPP1 TWF1 UBAP1 UBASH3B UBE2Q2 UBL3 UBL4A UCK2 UGCG USF3 UTRN VGLL3 WDFY2 XDH YOD1 YWHAZ ZDHHC5 ZHX2 ZNF131 ZNF436 DURCHDEWALD_SKIN_CARCINOGENESIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DURCHDEWALD_SKIN_CARCINOGENESIS_UP AAMDC ACAT1 ACOXL ADH1C AKR1C3 AMIGO1 ARRDC2 AWAT1 BOLA1 BPHL C1QTNF12 C7orf25 CA2 CALHM5 CALML5 CASZ1 CENPL CERS4 CKB COL16A1 CYP17A1 DAPL1 DBP DOC2GP E4F1 ELOVL3 ELOVL6 EXTL1 GAS2 GUK1 H1-4 H2BC10 H2BC12 H2BC17 H2BC3 H2BC5 H2BC9 HGH1 HSD17B10 HSD3B2 HSPB8 IGFBP5 KIF2A KRT2 KRT36 KRTAP19-3 KRTAP5-2 LGALS4 LTBP3 MAOA MDH1 MGST1 MLH1 MMRN1 MT2A NDUFS7 NFIL3 NOP10 NSD2 NUDT21 OAS1 OLAH P3H3 PANK4 PAOX PDLIM4 PECR PLEKHH2 PNPLA5 PRKCB PTH1R PTS PTTG1 RFC3 RGMA RPAIN RPP38 RPP40 S100A3 SCD SEMA3B SIRPA SLC15A2 SLC45A3 SLURP1 SLURP2 SMPDL3B SS18L2 STMN1 STOML1 TENT5A TMEM218 TNFRSF18 TNMD TRUB1 WDR47 DUTERTRE_ESTRADIOL_RESPONSE_24HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DUTERTRE_ESTRADIOL_RESPONSE_24HR_DN AASS ABCA1 ABCC3 ABCC5 ABCG1 ABCG2 ABHD4 ABLIM3 ACAA2 ACHE ACKR3 ACOX3 ACSL3 ACVR1 ADAM9 ADGRF4 ADGRG6 ADGRV1 AHNAK2 AHR AKIRIN2 ALCAM ALDH1A3 ANK3 ANKRD50 ANO6 ANOS1 ANXA2 ANXA3 APPL2 AQP3 ARAP2 ARHGAP12 ARHGAP5 ARID4B ARID5B ARL15 ARL4C ATP10D ATP1B1 ATP2B1 ATP6V0A4 ATP8A1 B4GALT4 BAK1 BASP1 BAZ2B BCAP29 BCAS1 BCKDHB BCLAF3 BEX4 BICDL2 BLTP1 BMF BMP7 BOK BTG2 CAB39 CALCOCO1 CALD1 CAMK2N1 CAPN13 CAST CBLB CCDC186 CCN2 CCNDBP1 CCNG2 CCSER1 CD24 CD46 CD47 CD55 CDC42BPA CDH2 CDH3 CDK6 CDKL5 CDKN1A CDKN2A CDKN2B CDS1 CDYL2 CEACAM6 CGN CITED2 CLDN1 CLDN4 CLDN9 CLK1 CLN8 CMYA5 CNN2 COBLL1 COQ10B CORO2A CPEB2 CPEB4 CRABP2 CREB3L2 CREBRF CRIM1 CRISPLD2 CSRNP1 CSRP1 CTNND2 CTSH CYB5R1 CYP1A1 CYRIB DAB2 DAPK3 DBN1 DCLK1 DDIT3 DDIT4 DDX60 DIAPH2 DIO2 DKK1 DMRTA1 DNAJB2 DNAJC15 DNAJC22 DOCK11 DRAM1 DSE DTX3L DUSP1 DUSP10 DUSP4 DZIP3 EDN1 EFHD1 EFNA1 EFNB2 EFR3B EGLN3 EGR1 ELF3 ELMOD2 EMB ENC1 ENTPD3 EPAS1 EPB41 EPB41L2 EPB41L5 EPHA4 EPHA7 EPOR ERBB2 ERRFI1 ETFA EVI5 EXOC6B EXT1 FAM110B FAM131B FAM171B FAM83B FAT4 FBLIM1 FBN1 FBN2 FBXO32 FBXO38 FCHO2 FERMT2 FHL2 FN1 FNBP1L FRAS1 FRMD6 FTH1 FZD2 FZD7 GAB1 GABBR2 GADD45A GALNT10 GAREM1 GATA6 GDF15 GLIPR2 GOLGA4 GPR37 GRAMD1A GRAMD2B GRB14 GRB7 GRHL3 GSAP GSTM2 GSTM3 GUCY1A2 GULP1 H4C8 HBP1 HCAR1 HERC3 HES1 HILPDA HIVEP2 HOXC13 HPS3 ID3 IER5 IFIT1 IFIT5 IFNGR1 IGFBP3 IL13RA1 IL1R1 INAVA IRF6 ITGAV ITGB6 ITGB8 ITSN2 JUN JUNB KAT2B KCNJ3 KDM3A KDM5B KDM6A KDM6B KDM7A KIAA0513 KIAA1217 KIF3A KIFC3 KLF3 KLF5 KLF6 KLHL24 KLHL5 KRT80 KYNU L1CAM LAMB1 LARP6 LDLRAD4 LFNG LGALS8 LHFPL2 LIMA1 LIMCH1 LIPH LMBRD1 LMCD1 LMO7 LNX1 LOXL2 LPCAT2 LRATD1 LRIF1 LRRC1 LYSMD3 LYST MACC1 MAOA MAP2 MAP3K14 MAP3K5 MAP3K8 MAP4K4 MARCKS MATN2 MBOAT2 MCCC1 MCL1 ME1 MECOM MGAT4A MID1 MIOS MME MMP16 MOSPD1 MPZL2 MSRB3 MSX2 MTAP MTCL1 MYADM MYH9 MYL12A MYO1B MYO1E MYO6 N4BP3 NAMPT NBEA NBEAL1 NBPF8 NCF2 NCOA7 NECTIN4 NEDD4L NEDD9 NFKBIZ NPAS2 NPHP3 NTN4 NUAK1 NUAK2 OFD1 OPTN ORMDL3 OSGIN2 PACS1 PALLD PAM PARP12 PARP14 PARP8 PARP9 PAWR PCDH1 PCDH9 PCTP PDE5A PDE9A PDLIM1 PDLIM5 PDP1 PGM2L1 PGM5 PHACTR2 PHF20L1 PHLDA3 PHLDB1 PHLDB2 PIK3C2B PIK3IP1 PIK3R3 PINK1 PLA2R1 PLEKHF2 PLIN2 PLK2 PMEPA1 PNPLA8 PNRC1 PPARG PPL PPP1R15B PPP1R3C PPP2R5B PPP3CC PPP4R2 PRICKLE1 PRR5 PRSS8 PSD3 PTGER4 PTPN12 PTPRK QKI RAB27B RAB9A RAP1GAP2 RAPGEF2 RASD1 RASEF RBMS1 RCAN1 RFTN1 RGL1 RHOC RIPK4 RIPOR3 RIT1 RND1 RND3 RNF144B RNF19A ROCK2 RPS6KC1 RTL5 RWDD2A S100A10 S1PR3 SALL4 SAMD4A SASH1 SCHIP1 SCN1B SEC62 SEMA7A SENP2 SEPSECS SERPINB1 SERTAD4 SESN2 SESN3 SFMBT2 SGMS2 SH2D4A SH3BGRL2 SH3BP4 SH3YL1 SHISA2 SIM2 SKIL SLC17A5 SLC31A2 SLC35A1 SLC39A10 SLC4A7 SLC9A1 SLCO2A1 SLIT2 SMAD3 SMYD2 SNAI2 SNTB2 SOCS2 SOS2 SOX4 SQSTM1 SRI ST3GAL1 ST8SIA4 STAM2 STK38L STON1 SYDE2 SYNPO SYTL2 TACC1 TACSTD2 TAGLN TAOK3 TAX1BP1 TBC1D23 TCF7L1 TCP11L2 TFAP2A TFPI TGFB2 TGFB3 TGFBI TGFBR2 TJP2 TLE1 TM4SF1 TMEM30A TMEM45B TMEM65 TMPRSS2 TNFRSF21 TNS3 TOM1L2 TP53INP1 TP63 TPM4 TPRG1L TRA2A TRAF5 TRAM2 TRIB1 TRIM16 TRIM5 TSC22D3 TSPAN12 TUFT1 UACA UBA5 UBE2H UBE2J1 UBLCP1 UBP1 UGP2 UGT1A6 UNC13D UPK1A USP2 VPS54 VTCN1 WWC2 WWTR1 XRN1 YPEL2 YPEL5 ZBTB37 ZDHHC17 ZDHHC7 ZFP36L1 ZKSCAN1 ZNF117 ZNF12 ZNF217 ZNF277 ZNF281 ZNF354A ZNF561 ZNF654 ZNF704 ZSCAN2 ZYX DUTERTRE_ESTRADIOL_RESPONSE_24HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DUTERTRE_ESTRADIOL_RESPONSE_24HR_UP ABHD2 ADCY1 AMZ1 ANLN AREG ARHGAP11A ARL3 ARMCX6 ASF1B ASPM ATAD2 ATAD5 AURKA AURKB BARD1 BCL2 BIRC5 BLM BRCA1 BRCA2 BRI3BP BRIP1 BUB1 BUB1B C1QTNF6 C21orf58 CA12 CBX5 CCDC34 CCN5 CCNA2 CCNB2 CCNE2 CD320 CDC45 CDC6 CDCA2 CDCA4 CDCA5 CDCA7 CDCA7L CDK1 CDK2 CDT1 CELSR2 CENPI CENPJ CENPL CENPM CENPN CENPO CENPU CEP55 CEP78 CEP85 CHAF1A CHAF1B CHEK1 CHPT1 CHRNA5 CHTF18 CIP2A CIT CLSPN CNIH2 COL12A1 COLGALT1 CTSD CXCL12 DARS2 DCLRE1B DDIAS DDX10 DEGS2 DEPDC1B DEPTOR DHRS2 DHTKD1 DLGAP5 DNA2 DNMT1 DSCAM DSCC1 DSN1 DTL DUT DYNC2I2 E2F1 E2F2 E2F7 E2F8 EBP ELOVL2 EPS15L1 ESCO2 ESPL1 EXO1 EXOSC2 EXOSC5 FAM111B FAM83D FANCA FANCC FANCD2 FANCG FANCI FBXO5 FEN1 FIGNL1 FKBP4 FKBP5 FOXM1 FREM2 GAS2L3 GFRA1 GGH GINS1 GINS2 GINS3 GLA GLB1L2 GMNN GREB1 GTSE1 H1-2 H1-4 H19 H2AX HAUS4 HAUS8 HELLS HPRT1 HR IGFBP4 IL17RB IL1RAP IMPA2 INCENP IQGAP3 JAK2 JPH1 KCNK15 KCNK5 KCNK6 KIF11 KIF23 KIF2C KIF4A KIFC1 KNL1 KNSTRN KNTC1 KRT13 L2HGDH LIG1 LMNB1 LRIG1 LRR1 LSM4 LYPD6 MAN1A1 MANEAL MAP6D1 MASTL MCM10 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 MELK MGP MICB MIS18A MKI67 MMS22L MPHOSPH9 MRE11 MTFR2 MTHFD1 MYB MYBL1 MYBL2 MYO19 NASP NCAPD2 NCAPD3 NCAPG NCAPG2 NCAPH NCAPH2 NEMP1 NFATC2 NHERF1 NME1 NOS1AP NPY1R NR2C2AP NRIP1 NUP107 NUP85 NUSAP1 NXNL2 PAQR4 PBK PCLAF PCNA PCP4 PDSS1 PGR PKIB PKMYT1 PLK1 PLK4 POLA1 POLA2 POLD1 POLD2 POLD3 POLE POLE2 POLQ PPIF PRC1 PRIM1 PRR11 PSMC3IP PTTG1 RAB31 RACGAP1 RAD18 RAD51 RAD54B RAD54L RAPGEFL1 RBBP8 RBL1 RECQL4 RERG RET REXO5 RFC2 RFC3 RFC4 RFC5 RMI1 RNASEH2A RPA3 RRM1 RRM2 SEMA3B SFXN2 SGK3 SHCBP1 SIAH2 SKA3 SKP2 SLC22A5 SLC26A2 SLC27A2 SLC29A1 SLC2A1 SLC39A6 SLC39A8 SLC7A5 SMC2 SNRNP25 SPAG5 SPC24 SPDL1 STC1 STC2 STIL STMN1 SULF1 SUV39H1 SUV39H2 SYTL5 TACC3 TCF19 TENT5C TET2 TFAP4 TFDP1 TFF1 TICRR TIMELESS TK1 TMED8 TMEM120B TMEM164 TMEM241 TMEM38B TMPO TONSL TOP2A TPD52L1 TPX2 TRAIP TREX2 TRIP13 TROAP TST TTF2 TTK TYMS UBE2C UBE2T UHRF1 UNG VRK1 WDHD1 WDR62 WDR76 XBP1 XRCC2 XRCC3 XYLB ZNF367 ZWILCH ZWINT DUTERTRE_ESTRADIOL_RESPONSE_6HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DUTERTRE_ESTRADIOL_RESPONSE_6HR_DN ABCC5 ACAA2 AHNAK2 ALCAM ARID5B ATP6V0A4 BAK1 BLNK BMF CCNG2 CDK6 CDKL5 CDYL2 CLEC2D CREBRF CRISPLD2 CRYBG1 CTNND2 DNAJC15 DRAM1 EFEMP1 EFHD1 EFNA1 EGLN3 EPAS1 EPB41L5 ERBB2 ERBB4 FAM171B FGF13 GALNT10 GRB14 GRB7 GRHL3 HCAR1 HPS3 HSD17B11 IL1R1 INPP5J IRF6 ITGB6 KAT2B KIAA0513 KLHL24 KYNU LIMA1 LIPH LMO7 LRATD1 MME MMP16 MTAP MYO1B N4BP3 NBEA NEDD4L NPHP3 NPNT NR3C1 NUAK1 PARP9 PLA2R1 PLEKHF2 PLIN2 PTGER4 RAB27B RCAN1 RND1 RNF144B S1PR3 SALL4 SESN3 SGCG SH3BP4 SSBP2 ST8SIA4 STON1 TFPI TGFB2 TGFB3 TMEM45B TMTC2 TNS3 TP53INP1 TSPAN12 UACA UTRN YPEL3 ZDHHC7 ZNF467 ZNF704 DUTERTRE_ESTRADIOL_RESPONSE_6HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DUTERTRE_ESTRADIOL_RESPONSE_6HR_UP ABCE1 ABHD2 ADCY9 AKAP1 ALDH3A2 AMD1 AMZ1 ANKH ANXA9 AP1B1 AREG ARL3 ASB13 ATP11A ATP6V1C2 B3GALNT1 BCL2 BCS1L BLVRB BRCA1 BRI3BP BRIP1 C1QTNF6 CA12 CALCR CCNE2 CD44 CD82 CDC45 CDC6 CDCA7 CELSR2 CENPU CHAF1A CHEK1 CHRNA5 CNKSR3 COL12A1 CTPS1 CXCL12 DDX10 DDX21 DEPTOR DKC1 DNAJC12 DPM2 DSCC1 DTL E2F1 ECE2 EEIG1 EGR3 ELF1 ELOVL2 EMC3-AS1 ENDOD1 EXO1 EXOSC5 FARP1 FEN1 FKBP4 FKBP5 FLNB FRK GAB2 GART GINS2 GINS3 GLA GREB1 H2AP HELLS HEY2 HIF1A HR HSPB8 HSPD1 IFNAR2 IGFBP4 IL17RB ISG20 ISOC1 JAK2 KCNK5 KCNK6 KIF21A KRT13 LDLRAD3 LONRF2 LRIG1 LRP8 LRRFIP2 LYAR MACF1 MAMLD1 MAPT MARS1 MBOAT1 MCM10 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 MICAL2 MMS22L MOCOS MRPS23 MTHFD1L MYB MYBBP1A MYBL1 MYC MYOF NAB2 NAV2 NEMP1 NHERF1 NIP7 NMRK1 NOL6 NOLC1 NOP2 NOP56 NOS1AP NPY1R NR2C2AP NRIP1 NT5DC3 NXNL2 OLFM1 OLFML3 OPN3 OSTF1 PAICS PAX9 PCNA PCP4 PDCD11 PEX11A PGR PHLDA1 PIGW PKIB PLAAT3 PLAC1 PLEKHH1 PLOD2 POLA2 POLE2 POLR1B PPAN PPIF PRIM1 PRSS23 PTGES PXK RAB31 RAPGEFL1 RARA RBBP8 RBL1 RERG RET RFC3 RPL32 RRP12 RRS1 RUVBL1 SCARB1 SDK2 SEC14L2 SEH1L SEMA3B SEPTIN5 SEPTIN9 SFXN2 SGK1 SGK3 SLC16A1 SLC19A2 SLC1A4 SLC1A5 SLC22A5 SLC25A24 SLC26A2 SLC27A2 SLC29A1 SLC47A1 SLC7A1 SLC7A5 SMOX SNX24 STC2 SVIL SYBU SYTL4 SYTL5 TFAP4 TGM2 TIAM1 TICRR TIPARP TMA16 TMED8 TMEM104 TMEM120B TMEM164 TMEM64 TPBG TPD52L1 TPM1 UGCG UHRF1 UNG USP31 WDHD1 WDR3 WDR4 WDR46 WDR76 XRCC2 XRCC3 YARS1 ZNF185 ZNF367 DUTTA_APOPTOSIS_VIA_NFKB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DUTTA_APOPTOSIS_VIA_NFKB AFP BAX BCL2 BCL2A1 BCL2L1 BIRC2 BIRC3 BIRC5 BNIP3 CASP8 CD274 CFLAR CYLD FAS FASLG FTH1 GADD45B IER3 MDM2 SCAF11 SOD2 TERT TNF TNFAIP3 TNFRSF10A TNFRSF10B TNFRSF10C TNFRSF21 TNFSF10 TP53 TRAF1 TRAF2 XIAP EBAUER_MYOGENIC_TARGETS_OF_PAX3_FOXO1_FUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/EBAUER_MYOGENIC_TARGETS_OF_PAX3_FOXO1_FUSION ABLIM3 ACTA2 AEBP1 BCAN BIN1 BORCS8 CASQ2 COL6A3 CRYAB CTF1 CXCL10 DES FHL1 HBEGF ITGB1BP2 LDB3 MACF1 MEF2C MEF2D MRAS MTSS1 MYBPC1 MYBPC2 MYBPH MYH1 MYH3 MYH8 MYL1 MYL11 MYL4 MYL6B MYO10 MYOM1 NEBL PALMD PDLIM5 SGCD SGCG SMPX SYNGR2 TAGLN TNNC1 TNNC2 TNNI1 TNNI2 TNNT3 TPM1 UTRN EBAUER_TARGETS_OF_PAX3_FOXO1_FUSION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/EBAUER_TARGETS_OF_PAX3_FOXO1_FUSION_DN ABAT ADAM10 ADAM19 ADRA2A AKTIP ARHGAP25 ARHGAP26 ARRB1 ASTN2 ATP6V0A4 BMERB1 BMP5 CDH3 CELA2B CEP104 CNOT9 CNR1 DISC1 DZIP3 FGFR2 FOXF1 GOLGA2 GTF3C1 IL4R IQCG JAKMIP2 LPAR2 LRRFIP2 MACROH2A2 MTUS2 MYCN MYO1E NELL1 NKAIN1 NRCAM PDZRN3 PGBD5 PIPOX PKP1 POLG2 POU4F1 RASSF4 SGMS1 TFAP2B TSPAN3 UBXN4 VWA5A ZFYVE16 ZNF330 EBAUER_TARGETS_OF_PAX3_FOXO1_FUSION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/EBAUER_TARGETS_OF_PAX3_FOXO1_FUSION_UP ABLIM3 ACAA2 ACBD4 ACHE ACSL1 ACTA2 ACTBP9 ADAM30 ADAM8 ADAP1 AEBP1 AGL AHNAK2 AK1 AKAP1 ALDH1A2 AMPD1 ANKZF1 APOBEC2 AQP6 ARHGEF6 ARMC9 ARSF ASCC1 ATF7IP2 ATP2C2 ATP6V0A4 BBS9 BCAN BICD1 BIN1 BORCS8 C1R C21orf62 C2CD2L CACNB1 CALCRL CAMK2B CASP10 CASQ2 CAVIN1 CCR5 CD36 CDC42EP2 CELA3B CHODL CLSTN2 COL16A1 COL1A1 COL6A3 CRYAB CTF1 CX3CL1 CXCL10 CYP2W1 DCN DCX DES DMPK DNAJC7 DOK1 DPAGT1 EFS EGLN3 EHBP1L1 ENSG00000279328 EPB41L3 EPS8L1 EZR FABP3 FAM131B FAM13A FER FHL1 FOSL2 FYB1 GADD45B GHRHR GJB1 GMEB1 GNAI2 GNAO1 GPR37 GPRIN2 GRIN1 GSTA1 HBA1 HBEGF HCFC1R1 HIVEP3 HLA-A HRH1 HSPB2 HSPB3 IGFBP4 IGHM IL32 ING4 INPP4B IRGQ ISG15 ITGA6 ITGB1BP2 KLF1 KLF6 LAT2 LDB3 LIF LRTM1 MACF1 MAPK7 MAPRE3 MEF2C MEF2D MIR22HG MRAS MTSS1 MUC3A MYBPC1 MYBPC2 MYBPH MYH1 MYH3 MYH8 MYL1 MYL11 MYL4 MYL6B MYO10 MYOM1 NCAM1 NEBL NOX1 P3H4 PALMD PAN2 PARP3 PBXIP1 PDE4DIP PDLIM5 PLA2G3 PLEK PNOC PRKCQ PRRX2 PYGM QKI RANBP1 RANBP3 RARB RASSF4 RBM8A REEP1 RGS2 RPL21P2 RPL22P22 RSPH6A RUSC2 SCD SCN3B SELENOW SERPINB1 SFSWAP SGCD SGCG SLC12A2 SLC24A1 SLN SMPX SOHLH2 SPAG6 SPDEF SRGAP3 SST STK10 SYNGR2 TAGLN TAOK2 TEAD4 TGM2 TNFAIP2 TNNC1 TNNC2 TNNI1 TNNI2 TNNT3 TNPO2 TNS1 TP63 TPD52L1 TPM1 TRAC TRAF5 TTC3 TUBAL3 TXNIP UTRN VARS1 WWTR1 XRCC4 EGUCHI_CELL_CYCLE_RB1_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/EGUCHI_CELL_CYCLE_RB1_TARGETS BUB1 CCNA2 CCNE2 CDC25C CDCA8 CENPE ECT2 FEN1 HMGB2 KIF11 KIF18A KIF20A MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 NDC80 NEK2 SMC2 SMC4 EHLERS_ANEUPLOIDY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/EHLERS_ANEUPLOIDY_DN ANO6 CA14 CNIH4 FZD9 GABRB3 GMPR GPAT4 LY6E NCS1 PRELP PTRH2 RNF144A EHLERS_ANEUPLOIDY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/EHLERS_ANEUPLOIDY_UP ALDH3A2 ALOX5AP ATR BCL2L2 CAST CCP110 CGRRF1 CLK4 COX6A2 CWC27 EEF1A1 ERMAP EXTL2 FBXO33 FERMT2 FKBP3 FNDC3A HAUS4 ID2 MACROH2A2 MBNL1 MRPS25 NEK1 NIBAN1 NOP53 PDGFD PHTF2 PNMA1 PTEN PTPRN2 RABGGTB RASIP1 RHOC RPF2 RPL9 RWDD2B SCAF11 SPART TMEM47 TUBGCP3 EHRLICH_ICF_SYNDROM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/EHRLICH_ICF_SYNDROM_DN BLK BTG2 BTN3A2 CD27 HMOX1 ID3 IGHA1 IGHG1 INPP4A ITGB7 MEF2C SLC1A1 TFRC TNFRSF17 TRBC2 UBL5P4 ZFX EHRLICH_ICF_SYNDROM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/EHRLICH_ICF_SYNDROM_UP BBC3 CNN3 F13A1 FHL2 GUCY1A1 GUCY1B1 IGF2BP3 IGHD IGHM MARK3 PRKCH RARA RGS1 EINAV_INTERFERON_SIGNATURE_IN_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/EINAV_INTERFERON_SIGNATURE_IN_CANCER ADAR APOBEC3G BRD3 BST2 CMTR1 EIF2AK2 ERG IFI30 IFI35 IFI44 IFI44L IFI6 IFIT1 IFIT3 IRF9 ISG15 LY6E MORC3 MX1 OAS1 OAS2 RXRA SP100 SP110 STAT1 TGIF1 UBE2L6 ELLWOOD_MYC_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ELLWOOD_MYC_TARGETS_DN ALDH2 ANAPC16 BGLAP C11orf54 CA2 CDS2 CHMP2A CLDN4 DAZAP2 DNAJC10 EGF ERP44 EZR FKBP2 FMOD GANAB H2BC10 IDE INPP5B LAMTOR2 LIMCH1 MCFD2 MCOLN2 MTARC2 NKX3-1 NME3 NR1D2 ORMDL3 PDIA6 PEX2 PHYH PROM1 PTTG1IP RNF149 SATB1 SMIM14 TMED3 TMED4 TMEM170A TMEM97 TMPRSS2 TP53INP2 UFC1 ELLWOOD_MYC_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ELLWOOD_MYC_TARGETS_UP BAG2 CCDC93 CLCN1 DPP7 ECE1 HSD17B12 LY6D PIGK PPP1R18 RGS19 RPL37A SPATS2 UCK2 ELVIDGE_HIF1A_AND_HIF2A_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ELVIDGE_HIF1A_AND_HIF2A_TARGETS_DN ADM AHNAK2 AK4 AKAP12 ALDOC ANG ANGPTL4 ANKZF1 ATXN1 BHLHE40 BNIP3 BNIP3L CA9 CAV1 CAVIN1 CCN5 CCNG2 CITED2 CSRP2 CXCR4 CYB5A DPYSL2 DPYSL4 DSC2 DST EFNA3 EGFR EGLN1 EGLN3 EGR1 EIF5A ENO2 ERO1A FAM13A FAM162A FOS FYN GBE1 GJA1 GLRX GPRC5A GYS1 HEY1 HILPDA HK2 HLA-DRB1 IGFBP3 IGFBP5 ILVBL INSIG2 ITPR1 KDM4B KRT15 LIMCH1 LOX LOXL1 LOXL2 MAGED4B MXI1 NDRG1 NOL3 OBSL1 P4HA1 P4HA2 PAM PDGFB PDK1 PFKFB3 PGAP1 PGK1 PGM1 PLAC8 PLAUR PLIN2 PPFIA4 QSOX1 RASA4 RBPJ RNASE4 RRAGD S100A4 SAMD4A SCNN1B SERPINE1 SFXN3 SH2B2 SH3GL3 SLC2A1 SOX9 SPAG4 SPOCK1 SRD5A3 SRPX STBD1 STC1 TMEM45A UPK1A VEGFA VEGFC VLDLR WSB1 YEATS2 ZNF292 ZNF395 ZNF654 ELVIDGE_HIF1A_AND_HIF2A_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ELVIDGE_HIF1A_AND_HIF2A_TARGETS_UP ABCF2 ADAT1 AREL1 ATP6V0A2 AUNIP CCDC86 CCND3 CHKA CHUK CORO1A FLAD1 GABBR2 GCH1 GYG1 HSPA4 HSPH1 IDH3A LSG1 OSTM1 POLR3K RET RFK RIOX1 RMC1 RPP25 RPP40 RRP12 RRS1 SLC24A3 SLC25A44 SLC29A1 SLC35B1 SLC35C1 SLC5A6 SOCS2 SPAG1 SRM STX3 TAF9B TOR3A WDR77 ELVIDGE_HIF1A_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ELVIDGE_HIF1A_TARGETS_DN ADM AHNAK2 AK4 ALDOC ANG ANGPTL4 ANKZF1 ATXN1 B3GNT4 BNIP3 BNIP3L CA9 CAV1 CAVIN1 CCN5 CITED2 CSRP2 CXCR4 CYP1A1 DPYSL4 DSC2 EFNA3 EGFR EGLN1 EGLN3 ENO2 ERO1A FAM13A FAM162A FOS FYN GBE1 GJA1 GLRX GYS1 HCFC1R1 HILPDA HK2 HLA-DRB1 IGFBP3 IGFBP5 ILVBL INSIG2 ISG20 KDM4B KRT15 LOX LOXL1 LOXL2 MAFF MAGED4B MXI1 NDRG1 NOL3 NR3C1 OBSL1 OLFML2A P4HA1 P4HA2 PAM PDGFB PDK1 PFKFB3 PGAP1 PGK1 PGM1 PLIN2 PPFIA4 QRSL1 QSOX1 RASA4 RBPJ RNASE4 RRAGD S100A4 SCNN1B SFXN3 SH2B2 SH3GL3 SLC2A1 SPAG4 SRPX STBD1 STC1 TMEM45A UPK1A VEGFC VLDLR WSB1 YEATS2 ZNF292 ZNF395 ELVIDGE_HIF1A_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ELVIDGE_HIF1A_TARGETS_UP ABCF2 ADAT1 AMD1 AREL1 ATP6V0A2 AUNIP CCDC86 CCND3 CHKA CHUK CORO1A CTPS1 CXCL12 DNAJA1 DOLK FASTKD5 GABBR2 GCH1 GDPD3 GLYR1 GPATCH2 GULP1 GYG1 HHEX HSPA4 HSPH1 IDE IDH3A JAK2 KPNA1 LARS2 LSG1 MRPS12 OSTM1 PNO1 POLR3K PSEN2 PSME3 RAB35 RFK RIOX1 RMC1 RPP25 RPP40 RRP12 RRP15 RRS1 SCYL2 SEC23IP SLC24A3 SLC25A44 SLC29A1 SLC35B1 SLC35C1 SLC5A6 SLC7A6 SLCO3A1 SOBP SOCS2 SPAG1 SRM STX3 TAF9B TMEM33 TOR3A URB2 WDR77 ELVIDGE_HIF2A_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ELVIDGE_HIF2A_TARGETS_UP AREL1 JAK2 LOX OSTM1 RET SORL1 ELVIDGE_HYPOXIA_BY_DMOG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ELVIDGE_HYPOXIA_BY_DMOG_DN ACOT7 ADAT1 ADGRG1 ADORA1 ALDH4A1 AOX1 ATP2A3 ATP6V0A2 CALM1 CCND3 CEBPA CENPN CORO1A CTPS1 CXCL12 DOLK ESR1 GABBR2 GDPD3 GPATCH2 HSPA4 IDE IDH3A JAK2 LPCAT3 NAPA NDUFS6 NUP98 ODC1 PDZK1 PIK3R3 POLR3K PSME3 PUS1 PYCR3 RET RIOX1 RPP25 RPP40 SDF2L1 SLC24A3 SLC25A44 SLC29A1 SLC35C1 SLC5A6 SLCO3A1 SOBP SOCS2 SPAG1 SPDEF SRM SRSF1 TAF9B TIGAR TOR3A URB2 WDR77 ZGPAT ZMPSTE24 ELVIDGE_HYPOXIA_BY_DMOG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ELVIDGE_HYPOXIA_BY_DMOG_UP ADM ADORA2B AHNAK2 AK4 AKAP12 ALDOC ANG ANGPTL4 ARTN ASPH ATF3 ATG14 ATXN1 BHLHE40 BNIP3 BNIP3L CA9 CADM1 CAV1 CCN5 CCNG2 CD59 CEMIP CITED2 CSGALNACT1 CSRP2 CXCR4 CYB5A DAAM1 DDIT4 DPYSL4 DSC2 DST DTNA EGFR EGLN1 EGLN3 EGR1 ELF3 ENO2 ERO1A FAM13A FAM162A FOS FYN GBE1 GDF15 GJA1 GLRX GPR87 GPRC5A GYS1 HEY1 HILPDA HK2 HLA-DRB1 IGFBP3 IGFBP5 ILVBL INHA INSIG2 ISG20 ITPR1 JUN KDM3A KLF6 KLF7 KLHL24 LIMCH1 LOX LOXL2 MAFF MET MGAT5 MXI1 NAP1L1 NDRG1 NFIL3 NR3C1 OBSL1 OLFML2A OPN3 P4HA1 P4HA2 PAM PDK1 PFKFB3 PFKP PGK1 PGM1 PIM1 PLAC8 PLAUR PPFIA4 PRKCA QSOX1 RBCK1 RLF RNASE4 RRAGD S100A2 S100A4 S100A6 SAMD4A SAT1 SCNN1B SERPINE1 SFXN3 SLC2A1 SLCO4A1 SOX9 SPAG4 SPOCK1 SPRY1 SRD5A3 SRPX STBD1 STC1 STC2 TBC1D3F TGFBI TMEFF1 TMEM45A TNFAIP8 TXNIP VEGFA VEGFC VLDLR WSB1 YEATS2 YPEL1 ZNF292 ZNF395 ELVIDGE_HYPOXIA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ELVIDGE_HYPOXIA_DN ABCF2 ACOT7 ADAT1 ADGRG1 ADORA1 ALDH4A1 AMD1 AOX1 AREL1 ARHGDIA ARPC4 ASPSCR1 ATP2A3 ATP6V0A2 AUNIP BAK1 BOP1 BRMS1 C2CD2 CA2 CALM1 CCDC86 CCND3 CDC20 CDV3 CEBPA CENPN CHKA CHUK COPA CORO1A CORO1B CTPS1 CXCL12 CYB561 DCTN5 DDX3X DHX29 DNAJA1 DOLK EEF1E1 EIF5A ELMO2 ESR1 ETF1 EXOSC4 FASTKD5 FKBP4 FLAD1 FUS GAS2L1 GCH1 GDPD3 GLUD1 GLYR1 GNA13 GPATCH2 GPS1 GULP1 GYG1 HHEX HNRNPH1 HSF1 HSPA4 HSPH1 IDE IDH3A ILRUN JAK2 KIAA0930 KLC2 KPNA1 KPNA4 LARP4 LARS2 LRRC59 MAPK1 MAPKAPK2 MAZ MRPS12 NCLN NDUFS6 NETO2 NIP7 NR2F6 NUP98 ODC1 OGDH OSTM1 PDZK1 PIK3R3 PNO1 POLR3E POLR3K PPIF PRPF4B PSEN2 PSME3 PUS1 PYCR3 QRSL1 RAB35 RANGAP1 RET RIOX1 RMC1 RNASEH1 RNF14 RPP25 RRP15 SCYL2 SDF2L1 SEC23IP SLC24A3 SLC25A44 SLC29A1 SLC35B1 SLC35C1 SLC52A2 SLC5A6 SLC7A6 SLCO3A1 SNRNP40 SOBP SOCS2 SORT1 SPAG1 SPDEF SRM SRPRA SRSF1 STIP1 STX3 SUMO3 TAF9B TFAP2C TIGAR TIMM23 TMEM259 TMEM33 TMEM50B TOMM22 TOR3A URB2 WDR77 ZMPSTE24 ZWILCH ELVIDGE_HYPOXIA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ELVIDGE_HYPOXIA_UP ADGRE2 ADM ADORA2B AHNAK2 AK4 AKAP12 ALDOC ANG ANGPTL4 ANKZF1 ARTN ASPH ATF3 ATG14 ATXN1 B3GNT4 BBX BCOR BHLHE40 BNIP3 BNIP3L CA9 CADM1 CAV1 CAVIN1 CCN1 CCN5 CCNG2 CD59 CEMIP CITED2 CSGALNACT1 CSRP2 CXCR4 CYB5A CYP1B1 DAAM1 DDIT4 DDR1 DPYSL2 DPYSL4 DSC2 DST DTNA DUSP1 ECE1 EFNA3 EGFR EGLN1 EGLN3 EGR1 ELF3 ENO2 ERO1A FAM13A FAM162A FAM216A FLNB FOS FYN GADD45B GBE1 GDF15 GJA1 GLRX GPR87 GPRC5A GYS1 HCFC1R1 HEY1 HILPDA HK2 HLA-DRB1 IGFBP3 IGFBP5 ILVBL INHA INSIG2 ISG20 ITPR1 JUN KDM3A KDM4B KLF6 KLF7 KLHL24 KRT15 KRT7 LIMCH1 LOX LOXL1 LOXL2 MAFF MET MT-ND5 MXI1 NAP1L1 NDRG1 NFIL3 NOL3 NR3C1 NREP OBSL1 OLFML2A OPN3 ORAI3 P4HA1 P4HA2 PAM PDGFB PDGFRL PDK1 PFKFB3 PFKP PGAP1 PGK1 PGM1 PIM1 PLAC8 PLAUR PLIN2 PPFIA4 PRKCA PXDN QSOX1 RASA4 RBCK1 RBPJ RLF RNASE4 RRAGD S100A2 S100A4 S100A6 SAMD4A SAT1 SCARB1 SCNN1B SERPINE1 SFXN3 SH3GL3 SLC2A1 SLCO4A1 SORL1 SOX9 SPAG4 SPOCK1 SPRY1 SRD5A3 SRPX STBD1 STC1 STC2 TBC1D3F TGFBI TIPARP TMEFF1 TMEM265 TMEM45A TNFAIP8 TXNIP UPK1A VEGFA VEGFC VLDLR WSB1 YEATS2 YPEL1 ZMYND8 ZNF292 ZNF395 ZNF654 ENGELMANN_CANCER_PROGENITORS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ENGELMANN_CANCER_PROGENITORS_DN ABCC3 ADCY1 AGR3 AKR1C1 AKR1C2 AKR1C3 ANXA8L1 BMP4 BMP5 BMP7 BNIPL CALML5 CAPS CCN2 CD44 CEACAM6 CEBPA CITED4 CLIC3 CORO2A DVL3 EEIG1 EVL FBXO27 FGFR3 FN1 GADD45B GALNT4 GP1BB GSN HS3ST3A1 HSPA2 ID1 IGSF1 IL4R KLK6 KRT13 LRCH4 LRRFIP2 MAFB NBL1 NPIPA1 OSGIN1 OXTR PCP4 PNKD PTGFRN RAPGEFL1 RASAL1 RBM4B REC8 RLN2 S100P SCUBE2 SEPTIN5 SFXN2 SGK1 SLC35C1 SLX1B ST6GALNAC2 SYBU SYTL4 TFF3 TLCD3B TRPV4 TXNIP UGDH VPS37D ZNF296 ENGELMANN_CANCER_PROGENITORS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ENGELMANN_CANCER_PROGENITORS_UP ABCG2 ANXA9 ARID4B B4GALNT1 BAMBI BASP1 BCL2 BYSL BZW2 CD55 CDC14B CTSZ CYP1A1 DLX2 ELOVL5 FAT1 FHL2 FTO GALNT6 GDPD5 GEM GSTM3 IGFBP3 IRX3 KCNN4 LACTB LMCD1 LURAP1L MAP3K8 MAST4 MB21D2 MORF4 MYO5A NFE2L2 NOCT PDCD4 PDPK1 PMP22 RASD1 RRS1 SFXN1 SGCG SLC2A6 SLC7A5 SULT1A1 TFPI THBD WIPF1 ENK_UV_RESPONSE_EPIDERMIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ENK_UV_RESPONSE_EPIDERMIS_DN ABCC3 ABCC4 ABCD3 ABR ACAT1 ACSBG1 ACSL1 ADAMTS1 ADAP2 ADH6 ADM AFF4 AK6 ALAD ALDH2 ALDH3A1 ANG ANXA1 ANXA9 APC APOE APOOL AQP3 AREG ARG1 ARHGAP29 ARID1A ARL4C ASAH1 ASS1 ATF3 ATF5 ATF6 ATF6B ATP2B1 ATP7A ATXN7 AZGP1 B3GNT2 B4GALT5 BABAM2 BBOX1 BCHE BCL10 BCL11A BCL11B BCL3 BDH2 BEX3 BMAL1 BNC1 BRD3 BTBD2 BTN3A3 C1orf21 CADM1 CBX4 CCL20 CCL22 CCND1 CD207 CD55 CD83 CDC5L CDH3 CDK7 CDKN1C CEMIP2 CFD CH25H CHIC2 CHORDC1 CHP2 CIRBP CKB CLCA4 CLDN1 CLEC2B CLIC3 CLPX CMC4 COL5A3 COL7A1 CORO1C CPM CRIP1 CRLF3 CRY1 CSNK1D CSNK2A2 CTNNBIP1 CTPS1 CTSF CTSH CTSV CUTA CXCL14 CXCL2 CYP27B1 CYP2C18 CYP2J2 CYP39A1 CYP4B1 CYP4F12 CYTH1 DAPK3 DBF4 DBI DBP DCK DCP1A DCXR DDAH1 DDX10 DDX21 DGCR6 DHCR24 DHX8 DIAPH2 DKK3 DLG1 DNAJB1 DNAJB2 DNAJB4 DNAJB6 DNAJC1 DNASE1L2 DNASE2 DNM1 DNTTIP2 DSG3 DUSP10 DUSP2 DUSP6 DUSP8 E2F6 EEF1A2 EFS EGLN1 EGR1 EGR3 EHF EIF2AK3 EIF2D EIF4G3 ELF4 ELL2 EML1 EML2 EMP1 EMP2 ENTPD7 EPHA2 EPHB6 EPHX2 ERBIN ERF ERP29 EXT1 EZR F2R F2RL1 F3 FAM117A FAM8A1 FBXW2 FCGBP FEM1B FGFR2 FHL1 FHL2 FILIP1L FJX1 FKBP8 FOSB FOSL1 FOXN3 FRY FSCN1 FYN FZD10 FZD7 GAB2 GALC GALNT2 GAN GAS6 GATA3 GATM GBP2 GJB3 GLRX GMEB1 GNA13 GNA15 GNAI1 GNL2 GOLPH3 GPR183 GPR87 GPT GSN GSPT1 GSTA3 GSTA4 GTPBP4 GUSB HBA1 HDAC5 HEBP1 HECA HERC1 HERC2 HIF1A HIVEP2 HK2 HLF HOMER1 HOOK1 HPGD HS3ST1 HSD11B1 HSD17B4 HSF2 HSPA1A HSPB1 HSPB8 HSPH1 ID3 ID4 IGFBP3 IL1R2 IL20RA IL36G IL37 IL4R IL6R IMPA2 INPP5A INSR INTS6 IRF6 IRF8 IRS2 ISG20 ITGA2 ITGAV ITM2A ITPRID2 IVL IVNS1ABP JARID2 KAT6B KATNA1 KCNJ12 KCNK1 KCNK7 KDM6A KIT KLF11 KLF2 KLF3 KMT2A KPNA4 KRT16 KRT17 KRT6A LCE2B LEMD3 LGALS3 LIMA1 LIN7B LPP LRRFIP1 LSP1 LSS LXN LY6G6C LZTFL1 MAP2K3 MAP3K8 MAP4K5 MAPKAPK2 MARCHF6 MAT2A MATN2 MBTPS1 MED17 MED4 MGMT MGST3 MMP3 MPZL2 MRPS30 MSRA MT1X MXD1 MYO6 NAMPT NAP1L1 NBR1 NCOA1 NCOR2 NDEL1 NDRG1 NDUFS4 NEBL NECTIN2 NELL2 NEO1 NFATC1 NFATC3 NFIB NOD2 NOP53 NPAT NR4A2 NUFIP1 NXT1 OCA2 ODC1 OPN3 OXSR1 PACSIN2 PANX1 PBX3 PBXIP1 PCBP2 PDCD4 PDE4B PDGFC PELI1 PELI2 PER3 PEX13 PFKFB3 PHGDH PHYH PIGA PIGN PIK3CB PIM1 PITPNB PKIA PKIG PLAGL1 PLAU PLAUR PLD1 PLIN2 PLLP PLPP1 PLXNA2 PMP22 PNO1 PNP PNRC1 PON2 POSTN PPAN PPP2CA PPP2R2A PPP3CA PRC1 PRDM2 PRDX2 PRKCB PRKCD PRKCH PROS1 PRSS23 PSMB9 PTBP3 PTGER4 PTGS2 PTPN21 PTPRA PTPRF PWP2 QDPR RAB22A RAB40B RAB4B RAB5A RACGAP1 RAI14 RAPGEFL1 RCAN1 RHOB RIPK4 RLF RNASET2 RNF19A RNF4 RNPS1 ROBO1 RORA RPL31 RPS6KA2 RPS6KA3 RPS6KA5 RPS6KB1 RRP1 RSU1 RTN3 RYBP S100A2 S100A4 SAP30BP SART3 SATB1 SCARB1 SCEL SCNN1B SCPEP1 SELENOP SEMA4D SH2D3A SH3BGRL SH3GLB2 SHB SINHCAF SIRT1 SKAP2 SLC1A6 SLC20A1 SLC22A18 SLC2A4RG SLC6A9 SLC7A5 SLCO3A1 SLCO4A1 SMAD7 SMNDC1 SNAI2 SOS2 SPAG9 SPINK5 SPON2 SPRY2 SPTAN1 SPTBN2 SRD5A1 SSBP2 ST14 STAM STK17B STX11 STX8 STXBP1 SUCO SULT2B1 SYNCRIP TACC2 TBK1 TCF4 TDG TECR TESK1 TESK2 TFRC TGFA TGFBI TGFBR3 THAP12 THBD TIGAR TIMP2 TLE3 TMEM50B TNFAIP3 TNFRSF10B TP53BP2 TPD52 TPPP3 TRAF6 TRIB1 TRIM16 TRPS1 TSC2 TUBA1A TULP4 TXNRD1 UAP1 UBAP1 UBE2H UBL3 UCK2 UGCG UNC119 UNG UPK1A USP3 UTRN UVRAG VAV3 VEGFA VIPR1 VPS41 VPS45 WDR1 WNT4 YAP1 YWHAH ZBTB11 ZBTB16 ZFP36L2 ZNF207 ZNF217 ZNF26 ZNF277 ZNF331 ENK_UV_RESPONSE_EPIDERMIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ENK_UV_RESPONSE_EPIDERMIS_UP ACP6 ACTL6A ACTN1 ADAM8 ADAP2 ADSL AIFM1 AIMP2 AKR1B10 ALDH1A3 AMPD3 ANAPC2 ANGPTL4 ANP32A ANXA3 APEH AR ARHGDIB ATIC AVPR1B BCL11A BCL2L1 BCL3 BMAL2 BNIP3 BTN2A2 BTN3A3 CA2 CACNB3 CAPN2 CARHSP1 CBX4 CCNG2 CCT7 CD24P2 CD36 CD47 CDC20 CDH3 CEACAM3 CERS2 CES2 CHKB CHST2 CMAHP CMAS COPS7B COPZ2 CPNE1 CSE1L CSF1 CSTB CSTF2 CTSB CTSL CXCR2 CYB5R2 CYP27B1 DAPK1 DCAF8 DDB2 DEFB4A DHRS9 DKK3 DLX5 DNAJC7 DNASE1L3 DPAGT1 DPP3 DRG2 DSC2 DSG2 EBNA1BP2 EHF EHMT2 EIF2B2 EIF4EBP1 ELAC2 ELF3 ENDOU ENTPD3 ENTREP3 ESPL1 ETS1 F12 FAXDC2 FDXR FKBPL FLNA FSCN1 FTH1 FUT2 FUT3 FXYD5 G0S2 GALE GALNT6 GCLM GRK6 GSTO1 GYS1 H2BC5 H4C12 HCP5 HDAC1 HEXIM1 HGS HILPDA HK2 HMGB1 HOMER3 HP1BP3 HPSE HTR3A HTT HYOU1 IDH3A IFITM3 IL24 IL4R IL6ST IP6K1 IRF7 ITGAE ITGB4 JMJD7-PLA2G4B KLF7 KPNA6 KRT16 KRT17 KRT6A KXD1 LIPG LPXN LSR M6PR MANF MAP3K20 MAP4K4 MDFI ME1 ME2 METTL3 MKKS MMP3 MMS19 MPHOSPH6 MRPS31 MRPS7 MTMR11 MX1 MYLIP MYLK NAGPA NELFE NET1 NFX1 NHLH2 NISCH NME3 NME6 NMT1 NPIPB3 NRG1 NUDT4 NUPR1 OASL OSMR PAFAH1B3 PALS1 PDHB PDLIM7 PDSS1 PFKP PGAM1 PGF PHB1 PHLDA3 PIDD1 PIM2 PIN4 PITPNC1 PKP2 PLA2G3 PLCD1 PLSCR1 PLXNB1 POLD1 POLE POLR2G POLR3G POU3F1 PPARD PPIB PPIH PRDX3 PREB PRICKLE3 PRIM1 PRKAB1 PRKAG1 PRMT5 PROCR PRSS2 PRSS22 PSIP1 PSMA5 PSMB2 PSMD3 PSME3 PTBP3 PUDP PYGL RAB31 RALB RAP1GAP RBM5 RCC1 RGS20 RHCG RRAS2 RUVBL1 RUVBL2 RWDD2B S100A7 S100A8 S100P SCO2 SEPTIN9 SERPINA1 SERPINB1 SERPINB3 SFRP1 SFXN3 SH3BP2 SHMT2 SLC16A1 SLC1A5 SLC25A13 SLC25A15 SLC2A1 SLC35B1 SLC5A6 SMS SNRPA1 SNX7 SORL1 SP110 SPG7 SPRR2A SQOR SRM SRSF7 ST6GALNAC2 STAMBP STAT3 STK25 STK39 STRN STX6 SULT1A2 SURF2 TBP TEAD4 TGFA TGM1 THBS2 TIGAR TJP2 TMEM165 TMPRSS4 TMSB10 TNC TNFRSF10B TNFRSF25 TNKS TOLLIP TP53I3 TPD52L2 TREX1 TRIOBP TUBG1 TUBGCP2 TYMS ULBP2 UPP1 USP20 VLDLR VRK2 WARS1 XPC XPOT XRCC1 ZNF212 ZNRD2 ZYX ENK_UV_RESPONSE_KERATINOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ENK_UV_RESPONSE_KERATINOCYTE_DN AASDHPPT ABCC5 ABCE1 ACADM ACADSB ACBD3 ACSL3 ACTL6A ACTR2 ACTR3 ACYP1 ADCY3 ADCY7 ADCY9 ADH5 ADRB2 AFAP1 AFF1 AFG3L2 AGL AGPS AKAP10 AKAP11 ANP32A ANXA7 ARFGEF1 ARHGAP8 ARHGEF4 ARHGEF7 ARL6IP5 ASH2L ATP1B3 ATP2A2 ATP2C1 ATP5F1B ATP6V1A ATR ATRX ATXN2 AUH AZIN1 B4GALT2 BAIAP2 BCAR3 BCAT2 BCL6 BET1 BHLHE40 BIRC2 BIRC3 BLMH BMI1 BNIP3L BPTF BRD8 BUB3 C1D CAMKK2 CAP2 CBX1 CBX3 CCDC6 CCND2 CCNG2 CD2AP CD44 CD46 CD58 CDC123 CDC23 CDC7 CDK14 CDK2 CDKN1B CEBPD CELSR2 CETN3 CLIP1 CLTC CNN3 CNOT2 CNOT4 CNTN1 COG5 COL16A1 COPB1 COPS2 CPD CPNE3 CPOX CPSF4 CRADD CREB1 CRIM1 CSE1L CSNK1A1 CTBP1 CTCF CTNNA1 CTNNAL1 CUL1 CUX1 CXADR CYB5B CYP51A1 DCAF8 DDX17 DDX3Y DDX42 DEK DHRS3 DHX15 DHX9 DKC1 DKK1 DLD DLEU1 DLG5 DNAJA1 DNMT1 DOP1B DUSP4 DUSP5 DUT DYRK2 EBAG9 EEF1E1 EFEMP1 EID1 EIF3J EIF4H ELAC2 ELOVL5 ELP1 ENOSF1 ENTPD4 ENTPD6 EPRS1 EPS15 ERCC5 ERH EXTL3 FASN FAT1 FAT2 FDFT1 FEN1 FEZ1 FH FKBP5 FLRT2 FMR1 FNTB FOS FOXO3 FPGT FZD6 G3BP1 G3BP2 GAPDH GAS2L1 GBE1 GCAT GCSH GMFB GNAQ GNE GNPAT GOLGA4 GOLGA8A GOSR1 GOT1 GRSF1 GSDME GSK3A GSK3B GTF2F2 GTF3C2 H1-0 H2AZ2 H4C3 HES1 HNRNPA0 HNRNPD HNRNPDL HNRNPR HOXA9 HPS5 HSPA4L HSPD1 HSPE1 ID1 IFI44 IFI44L IFIT1 IFNGR2 IFT25 IGF2BP3 IGSF3 IL10RB IMPA1 IPO5 IPO7 IRS1 ITGB5 ITSN1 ITSN2 JAG2 KAT6A KATNB1 KDM5A KHSRP KIF2A KIFAP3 KLF7 KLF9 KRAS KTN1 LAMP2 LAMP3 LBR LPCAT3 LUC7L3 LYST MACF1 MAD2L1 MALT1 MAN2A1 MAOA MAP3K5 MAP4 MAPKAPK5 MARCHF7 MARK3 MBD2 MBD4 MBNL1 MCL1 MCM3AP MCM6 MDH1 ME2 MECP2 MED7 MIA2 MICB MKRN1 MMS19 MPHOSPH6 MRPL3 MSMO1 MT1H MTF2 MTHFD1 MTMR3 MTMR4 MYO10 MYO5A NAE1 NBN NCOA3 NDUFS1 NIPSNAP2 NME6 NMI NMT2 NOL7 NOLC1 NPEPPS NPTN NRG1 OGT PAFAH1B1 PAICS PAK1 PARP1 PAWR PCDH7 PCF11 PCGF3 PCMT1 PEX11B PEX3 PEX6 PFDN4 PFKM PGRMC2 PHB1 PICALM PIK3R3 PIP4K2B PKD2 PLSCR1 POLR2B PPIG PPP1R3C PPP2R5E PRH1 PRKAR1A PRKCI PRKDC PRPF4 PRPF4B PRRG1 PSMD5 PSMG1 PSPH PTHLH PTMA PTOV1 PTP4A2 PTPN1 PTPRZ1 PUM2 PURA PYROXD1 RAB14 RABEPK RABGAP1 RABIF RACK1 RANBP2 RAPGEF5 RARS1 RASA1 RB1 RBBP8 RBFOX2 RBM6 RBM8A RBMX RCBTB2 RDX RGS19 RGS2 RGS20 RND3 RNF13 RNF2 RO60 ROCK2 RP2 RPA3 RPGR RPP30 RPP38 RRM1 RTCA RUVBL1 RXYLT1 SCAF11 SCFD1 SCML2 SDHD SEC23A SEC24B SEMA3C SEMA3F SERPINE2 SFRP1 SIAH1 SLBP SLC11A2 SLC16A1 SLC25A5 SLC2A1 SLC2A3 SLC31A1 SLC35A1 SLC9A6 SMAD4 SMARCA1 SMARCA2 SMC1A SNRNP200 SNRPF SNRPG SNTB2 SNX4 SNX7 SORL1 SP100 SQLE SRF SRI SRSF1 SRSF11 SSB STARD7 STAU1 STEAP1 STK3 STRN3 STT3A STX6 STXBP3 SUGP2 SUMO1 SVIL SYPL1 TACC1 TARBP1 TBL2 TBXA2R TCEAL1 TCERG1 TCFL5 TENT4A TERF1 TFAP4 TGDS TGFBR2 TJP2 TLK2 TM9SF2 TMEM187 TMX1 TNC TNFRSF1A TOMM20 TOP2A TOP2B TOPORS TOR1A TP53BP1 TP63 TPR TPST2 TPX2 TRA2B TRIM13 TRIM23 TRIM38 TRIM44 TRIP12 TRIP13 TSNAX TUBGCP2 TUSC2 TYMS UBA2 UBE2C UBE2D3 UBE2N UBE4A UBR5 UGDH UMPS UPF3A URI1 USP1 USP14 USP6 USP7 UTP3 VAMP4 VPS26C VRK1 VSNL1 WASF1 WNK1 WNT5A WWOX WWTR1 XPA XPO1 YAF2 YES1 YME1L1 YTHDC1 ZDHHC3 ZFAND5 ZFR ZMYM2 ZMYND11 ZMYND8 ZNF133 ZNF146 ZNF148 ZNF638 ZWINT ENK_UV_RESPONSE_KERATINOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ENK_UV_RESPONSE_KERATINOCYTE_UP ABL1 ACAA1 ACADVL ACO2 ACOX1 ACOX2 ACTN4 ADM ADRA1D AKR1B1 ALAS1 ALDH3B2 ALDOA ALOX12 AMD1 ANXA2 AP1G2 AP2S1 API5 APOE APRT AQP6 AREG ARHGDIA ASL ASNS ATF3 ATF4 ATG12 ATP5F1A ATP5F1D ATP6V0A1 ATP6V0B ATP6V0C ATP6V0E1 ATP6V1E1 ATP6V1F B2M BAMBI BANF1 BCKDK BLCAP BLVRB BPGM BRD2 BRS3 BSG BTF3 BTG1 BTG3 BTRC BUD31 C1R CACNA1E CAP1 CAPG CASP1 CCK CCL14 CCL7 CCN1 CCN2 CCNA1 CCNC CCNI CCNT2 CD4 CD99 CDA CDC37 CDH16 CDK16 CDK2AP2 CDK5 CDKN1A CDKN1C CEBPA CEBPB CEBPG CFL1 CGB3 CGGBP1 CHMP2A CHRNB1 CIB1 CITED1 CITED2 CKB CKMT1B CLDN4 CLK1 CLP1 CLTA COMT COPE COX5B COX6A1 COX6B1 COX7A1 CRABP2 CRHR1 CRYAB CSH1 CSNK1D CSNK2B CSRP1 CST6 CTH CTSD CX3CL1 CXCL1 CXCL2 CXCL3 CYBA CYC1 CYP11B1 CYP17A1 CYP19A1 CYTH2 DCTN1 DDT DGAT1 DGCR6 DHRS2 DKK1 DNAJA1 DNAJB2 DNAJB6 DPM2 DRAP1 DTNB DUSP1 DUSP14 DUSP5 DUSP8 DXO ECH1 ECHS1 ECM1 EFNA1 EFNB1 EIF1 EIF1B EIF3C EIF3F EIF3G EIF3I EIF3K EIF4A1 EIF4E2 EIF4EBP2 EIF5 EIF6 ELL2 ELOB EMD EMP3 ENDOG ENG ENO1 EPHB3 ERCC1 ERGIC3 ETS2 EVPL EVX1 EYA2 F2RL1 FAM50A FAU FHL2 FKBP2 FMNL1 FOLR1 FOS FOXC1 FUS FXYD2 GABARAP GABARAPL2 GADD45A GADD45B GALNT3 GAST GCHFR GDI1 GEM GJB3 GLA GNAS GNB2 GPR143 GPS2 GPX4 GRN GSN GSTP1 GTF2B GUK1 H1-3 H2AC16 H2BC10 H2BC14 H2BC15 H2BC4 H3C10 H3C4 HBEGF HBP1 HCCS HLA-A HLA-B HLA-DRB1 HLA-E HLA-F HLA-G HMBS HMG20B HMGA1 HMGCS2 HNF1B HPCA HSP90AB1 HSPB1 IDH3B IER2 IER3 IFI30 IFRD1 IGFBP6 IL1B IL1R2 INSL4 IRF5 ISG15 ISG20 ITGB7 ITM2B ITPR1 JTB JUNB JUND JUP KCNB2 KCND3 KCNG1 KCNQ3 KLF5 KLK1 KLK10 KLK11 KLK8 KPNA4 KRT18 KRT33B KRT34 KRT7 KRT75 KRT8 KYNU LAD1 LAMA2 LGALS1 LGMN LIG1 LIG4 LY6D LY6E LY6G6C LY6H LYPD3 MAD1L1 MAFF MAGED2 MAL MAP1LC3B MAP2K3 MAPK13 MCM3 MEF2D MGAT3 MGMT MIF MLF2 MMP10 MMP14 MNAT1 MOAP1 MPDU1 MPG MRPL23 MRPS12 MSI1 MUC1 MXD1 MYCN NAALADL1 NDEL1 NDUFB7 NDUFS8 NECTIN2 NEDD8 NEFM NEU1 NME2 NME4 NOP2 NPR1 NR1D1 NR4A2 NTHL1 NUCB1 NXF1 OAZ1 ODC1 OVOL1 P2RY11 P4HB PAX8 PCBP1 PCSK7 PDLIM4 PEA15 PEPD PER1 PFDN5 PFN1 PHB2 PHKG1 PHKG2 PHLDA2 PIGQ PKP3 PLD1 PLD2 PLIN3 PLPP2 PMEL PMS2P3 PMVK PNP POLA2 POLB POLD4 POLR2A POLR2I POLR2L PPBP PPIF PPP1CA PPP1R11 PPP1R15A PPP2R1A PPP2R2A PPP4C PRB1 PRB4 PRDX2 PRL PRPF19 PRPF3 PRSS1 PRSS8 PSG7 PSMB3 PSMB4 PSMB7 PSMB8 PSMD8 PSMD9 PSME1 PTGS1 PTH1R PTOV1 PTPRE PYY QPCT RAB1A RAB5A RAB9A RABAC1 RAC1 RACK1 RAE1 RALY RBBP6 RBM4 RECQL4 RER1 RFC1 RFC2 RGS12 RGS16 RHOD RND3 RNF103 RNF24 RNH1 RPL10 RPL10A RPL12 RPL14 RPL18 RPL18A RPL19 RPL28 RPL29 RPL35 RPL8 RPN1 RPS10 RPS11 RPS15 RPS21 RPS3 RPS5 RPS9 RRAD RXRA S100A11 S100A12 SARS1 SCAMP3 SCN2B SDC4 SELENOW SELPLG SEPTIN5 SERPINB6 SERPINB8 SF3A1 SF3B4 SGK1 SH3GL1 SKP1 SLC12A4 SLC1A6 SLC25A14 SLC3A2 SLC6A8 SLURP1 SMAD7 SMPD1 SNAPC1 SND1 SNRPB SNTA1 SORBS3 SPINK1 SPINT1 SPRY2 SRPRA SSR1 SSR4 ST3GAL2 ST7 STK17B STOML2 STX11 STX16 STXBP2 SULT2B1 SUPT4H1 SURF1 TACSTD2 TAF7 TAGLN TAGLN2 TAGLN3 TALDO1 TCF15 TCIRG1 TECR TFE3 TGFB1 TGIF1 TGM2 TGM3 TIMM17A TIMM17B TIMM44 TKTL1 TMED3 TMEM265 TMF1 TNFAIP3 TNFRSF1B TNFSF9 TNNT1 TOB1 TOM1 TRAF4 TRIB1 TRIM15 TRIM28 TRIM29 TROAP TRPV6 TSC22D1 TSPAN1 TST TUBB2A TUBB4A TUBB4B TUFM TXN2 TXNRD1 UBA1 UBB UBE2D3 UBE2H UBE2M UBQLN2 UBXN1 ULK1 UPK1B UQCRC1 VAMP8 VASP VAT1 VCP VPS72 WASL YBX1 YTHDC1 YWHAZ ZFP36 ZNF165 ZNF211 ZNF263 ZNF593 ZNF76 ZNHIT1 EPPERT_CE_HSC_LSC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/EPPERT_CE_HSC_LSC ABCB1 ADGRG6 ALCAM BAALC BCL11A CACNB2 CRHBP DAPK1 DRAM1 ELK3 ERG FAM30A FLT3 FRMD4B GUCY1A1 HLA-DRB4 HLF HOXA5 HOXB2 HOXB3 HTR1F INPP4B KAT6A MECOM MEIS1 MYO5C PLSCR4 PPP1R16B PRKCH RBPMS RNF125 SLC25A36 SMARCA1 SOCS2 SPINK2 SPTBN1 TCEAL9 TFPI TMEM38B YES1 ZNF165 EPPERT_HSC_R https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/EPPERT_HSC_R ABCB1 ABTB3 ADGRG6 ALCAM ANK3 ASXL1 ATP8B4 BAALC BCL11A BEX1 C2orf69 CACNB2 CALN1 CD109 CFH COL5A1 CRHBP CRIM1 CYLD DACH1 DAPK1 DDX5 DLK1 DNAJB9 DRAM1 DST DUSP6 EIF5 ELK3 ENSG00000275616 EPC1 ERG FAM106A FAM169A FAM30A FAM3C FGD5 FLT3 FNBP1 FOXO1 FRMD4B GCNT2 GNL1 GUCY1A1 H2AC18 H2BC10 H2BC5 H2BC6 H2BC8 HES1 HLA-DRB4 HLF HOPX HOXA5 HOXB2 HOXB3 HSP90B1 HTR1F INPP4B INSIG1 IPO11 ITSN2 JUN KAT6A KBTBD8 KDM2A KLF4 KMT2A KSR1 LONP2 LPP MAFK MCTP1 MECOM MEIS1 MLLT3 MREG MSI2 MSMO1 MYO5C NPR3 OGT OSER1 PAM PAN3-AS1 PCNX1 PDE10A PLSCR4 PNISR PNP PPP1R16B PRKCH PROM1 PTK2 RBM7 RBPMS RCSD1 RGCC RIMKLB RLIM RNF125 RPL31 RPS20P22 RSL1D1 RUNX2 SEL1L3 SLC17A9 SLC25A36 SMARCA1 SMARCA2 SOCS2 SPINK2 SPTBN1 ST3GAL6 TCEAL9 TCF12 TFPI TMEM107 TMEM200A TMEM38B TPT1 WDR91 YES1 ZBTB4 ZDHHC21 ZEB1 ZNF165 EPPERT_LSC_R https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/EPPERT_LSC_R ABCG1 ADGRG1 ARFGEF1 ARL3 ARPP19 ATP1B1 ATXN7L3B C2CD2 CDIP1 CDK12 CLN5 CSDE1 EEF1AKMT3 EIF2S3 FRMD4B IQGAP2 KLF3-AS1 LRRC61 LRRC8B MAP3K7 NAB1 NF1 NIPAL2 PAQR6 PLCH1 PNPLA4 PPIG PPP1R10 PTCD2 RABGAP1 RBPMS SETDB1 SLC9A7 SNHG20 TGIF2 TRAF3IP2 UBR5 VGLL4 ZBTB39 ZFP30 ZNF304 ZNF500 EPPERT_PROGENITOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/EPPERT_PROGENITOR ACO1 ACSM3 ADGRA3 AHCYL1 ANK1 ANKRD27 ARMC8 ASRGL1 BAMBI BMS1 BTK CALU CCNB2 CCNJ CDK6 CDK7 CENPU CHEK1 CHEK2 CKAP5 CNRIP1 CSNK2A1 CTNNBL1 CTPS1 DCAF7 DDAH1 DLAT DLC1 DNAJC6 DTL DUT EIF2AK1 EIF2S1 EIF5B EREG FAM171A1 FANCI FBXO7 FECH FKBP14 GINS2 HAUS6 HBS1L HDC HIRA HMGB1 HMGXB4 HNRNPR HS2ST1 HSP90AA1 IDE IDH3A IPO5 KCNQ5 KIFAP3 KNTC1 LANCL2 LDHB LHFPL2 LRPPRC LRRFIP2 MACIR MARCHF5 METAP2 METTL14 MEX3B MICAL2 MINPP1 MIPEP MRE11 MRPL35 MSH3 MTHFD2 MTMR2 MTPAP MTREX MYCN NCBP1 NDC1 NDC80 NET1 NOMO1 ODC1 P2RY1 PAICS PALM2AKAP2 PCLAF PCTP PDLIM1 PDZD8 PEX5 PHF6 PLIN2 PLK4 PMP22 POLA1 POLE2 POMK PRKAR2B PRKDC PSMD1 RACGAP1 RFC3 RFX7 RHAG RMDN1 RRM1 RYR3 SART3 SCD SLC27A2 SLF1 SMC1A SORD SPTA1 SSX2IP STAM STEAP3 SUPT16H TAL1 TFRC TIPIN TM9SF3 TMEM97 TMOD3 TNIK TPM1 TPR TRIP13 TRIT1 TXNRD1 UBE2FP1 UMPS WASF1 WRN XK ZNF225 ZWINT FAELT_B_CLL_WITH_VH3_21_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAELT_B_CLL_WITH_VH3_21_DN ACBD3 ADARB1 ASAH1 ASMTL CALCOCO2 CBX7 CCNG2 CDKN1B COX7A2 CTDSP2 CTNNA1 DDX1 DDX19A FCGR2B HEBP2 HMGN4 IFI6 ING1 LMO4 MICB MKRN1 MOAP1 MXI1 N4BP2L1 NDUFC1 NPC2 PBX3 PLCL2 PLP2 POP4 PSMD10 PSMD8 PUM1 RAB31 RABGAP1L RNF13 SAP18 SCRN1 SERP1 SMAD2 SMC5 SNW1 SPEN TAB2 TBCC TBL1X TSPO WASHC2C YWHAB FAELT_B_CLL_WITH_VH3_21_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAELT_B_CLL_WITH_VH3_21_UP ACTN4 ARHGEF1 ATOSB BCR CALR CDK16 CLUH CNOT3 DVL1 E2F4 EIF4G1 GNA12 HMGA1 IGHV3-23 IGHV3-69-1 KCNAB2 KDM5C MLH1 MYO9B PKMYT1 POR PPP5C PPT2 PRKCSH PRRC2A PTPN1 PTPN7 SAFB SASH3 SBNO2 SLC25A42 SLC7A6 SMARCD1 SMG5 SRC STXBP2 TK1 TOMM40 TOP3B TYMS UBTF VCP VDAC1 YKT6 ZBTB48 FAELT_B_CLL_WITH_VH_REARRANGEMENTS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAELT_B_CLL_WITH_VH_REARRANGEMENTS_DN ADTRP ASMTL ATP6V1G1 CBX7 CDK14 DCTN3 DDX1 DDX19A DEFA1 EID1 FKBP1B GLO1 GTF3A HNRNPU HSPA4 JARID2 KRT10 LDOC1 LYRM1 MAGED2 MOAP1 MRPL40 MYLK NDUFC1 PARP4 PBX3 PFKP PFN2 PLCL2 PPP1R2 PRPS1 PSMD8 SELENOF SLC35D2 SOD1 TGOLN2 TMED10 TMEM147 TMX4 TRAPPC8 TSPYL4 UBE2D2 VPS13B XBP1 XPO1 YWHAQ YY1 ZHX2 ZMYND11 FAELT_B_CLL_WITH_VH_REARRANGEMENTS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAELT_B_CLL_WITH_VH_REARRANGEMENTS_UP ARFRP1 BCL6 BMI1 CACNA1A CAPZA2 CBFA2T3 CDKN2D CLIC4 CPT1B CTDSP2 DENND4B DGKG DUSP7 EFR3A EGR3 EMP3 FGL2 FOXO4 GABBR1 HLA-F HNRNPA3 ID3 ING1 JAK2 MNT MTSS1 MXI1 N4BP2L1 NCF4 NPC2 NPTN PIP5K1B PLAGL1 RAB31 RAB6A RHOC RUNX1 SAP18 SCRN1 SNU13 SPEN SRSF2 SUN1 TBL1X TLR1 TUBA1A YIF1A ZBTB20 FALVELLA_SMOKERS_WITH_LUNG_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FALVELLA_SMOKERS_WITH_LUNG_CANCER ACTR2 ADAMTS1 ADGRF1 AGTR2 AHRR ANK2 APOL6 AQP4 ATP6V0D2 AZGP1 B3GNT5 BTG2 C1S CAMKK2 CCL20 CRTC1 CTNNA1 CYP1A1 CYTH1 DDX3X DUSP1 EIF1 ENG EPAS1 EZR FER FGG FKBP5 FOLH1 FUS GABPB2 HAS1 HOXC8 HSP90AB1 HSPD1 IGLJ3 IL6ST IQGAP1 ITGB6 ITLN1 MAPKAPK2 MAT2A MATR3 MCL1 MET MICALL2 MMP1 MVD MYH11 NAMPT NEAT1 NFASC NR4A3 OTUD4 PGS1 PRKG1 RAB12 RASEF RCAN1 RHOB RNF125 RNF144B SCAF11 SEC61A1 SERPINB2 SERPINE1 SOD2 SRPRA SRSF5 STC1 STEEP1 SUPT16H TAOK1 TOP1 TTC3 UFM1 USP10 WDR1 XAGE1A ZFP36L2 ZNF649 FARDIN_HYPOXIA_11 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FARDIN_HYPOXIA_11 AK4 ALDOC ANGPTL4 ANKRD37 BHLHE40 BNIP3 BNIP3L BTG1 DDIT4 EGLN1 EGLN3 FAM162A FUT11 IGF1R IGFBP3 KDM3A MAPT MTFP1 MXI1 NDRG1 P4HA2 PDK1 PFKFB4 PGK1 PGM1 PLOD1 SLC2A3 TNIP1 TPI1 TXNIP VEGFA ZNF395 FARDIN_HYPOXIA_9 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FARDIN_HYPOXIA_9 AK4 ALDOC BNIP3 DDIT4 FAM162A PDK1 VEGFA FARMER_BREAST_CANCER_APOCRINE_VS_BASAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FARMER_BREAST_CANCER_APOCRINE_VS_BASAL ABCA12 ABCC5 ABCC6 ABHD11 ACACA ACAD8 ACE2 ACOX2 ACSL1 ACSL3 ACSS3 ADCY7 AGPS AK4 AKAP9 AKR1A1 AKR1D1 ALCAM ALDH3B2 AMACR ANKLE2 ANKRD27 ANP32E APLP2 APOBEC3A APOD AR ARFIP2 ATP11B ATP6V1G1 ATP7A AZGP1 BBS1 BCAP29 BCL11A BLVRB BMAL2 BMERB1 BRINP3 BTBD3 BTG3 C1QBP CADPS2 CASD1 CCDC88A CCL2 CCNDBP1 CDC20 CDC42EP3 CDH1 CDKN2A CEP55 CERS4 CERS6 CES1 CHST1 CIRBP CLCA2 CLDN8 CLDND1 CLGN CLN3 CLU CNTNAP2 CRAT CRIPT CRISP3 CROT CTBS CX3CL1 CYB561 CYB5A CYP2J2 CYP4F8 CYP51A1 DALRD3 DAP DBI DCAF6 DCXR DHCR24 DHRS2 DMD DSC3 DUSP10 DUSP4 E2F3 ECHDC1 ECHDC2 EFHD1 EGF ELAPOR1 ELOVL5 EN1 ENOSF1 ENSG00000291006 ERBB4 ERLIN2 ESRRG ETFA ETFB FABP5 FAH FAM174B FAM216A FAM234B FASN FBL FCN2 FDFT1 FEM1C FJX1 FMO5 FMR1 FOXC1 G6PD GABRP GALE GALNT7 GFUS GGT1 GGTLC1 GHR GINS1 GLS GNMT GPD1L GPM6B GPR161 GPX7 GSE1 GSPT2 GSTZ1 HACD3 HERC5 HGD HMGCR HMGCS2 HMGN4 HOXB2 HPRT1 HSPA6 IDH1 IDH2 IDI1 IGF2BP2 INPP4B KANK1 KCNMA1 KDM4B KIF11 KIF14 KIF18B KIF20A KIF23 KIT KLF5 KMO KRT16 KRT18 KRT6A KRT6B KRT7 KYNU LAMP3 LBR LDHB LIMA1 LIMCH1 LMO4 LONP2 LRBA LRRC8D LYN MAGED2 MAOA MAPT MELK MFAP2 MID1 MKI67 MKNK2 MLF1 MLPH MPHOSPH6 MSMO1 MSX2 MTUS1 MYC MYL6B NAAA NANS NAV2 NCK1 NEDD4 NHERF1 NR2F1 NRAS NT5C2 NUP88 OBI1 OPTN P2RY2 P4HA1 PAM PAPSS2 PCLO PDCD5 PDLIM1 PELI1 PEX11A PFDN4 PGRMC2 PHKB PIK3R1 PIP PKP1 PLAAT2 PLAGL1 PLCL2 PLEKHB1 PLSCR1 PMAIP1 PNISR PON2 PPIC PREP PRKAA1 PRKACB PRKAR2B PRKX PRLR PROM1 PRR15L PSIP1 PTK6 PUM3 QKI QSOX1 RABEP2 RASGRP1 RBBP8 RBM47 REEP5 RETSAT RGS10 RHOB RND1 RNF138 RNF141 S100A13 S100A2 S100A4 S100A6 SAR1B SC5D SCD SCHIP1 SCNN1A SEC23B SEL1L3 SELENOP SEPHS2 SERHL SERHL2 SH3BP4 SIDT1 SIGLEC15 SIK1 SLC16A1 SLC19A2 SLC22A18 SLC26A3 SLC2A10 SLC35A3 SLC38A1 SNRPD1 SOCS5 SPDEF SPRED2 SPTLC2 SREBF1 STIL STK26 STOML2 SWAP70 SYCP1 SYNCRIP TAF1A TAF5 TASOR2 TCF7L2 TFAP2B TMEM135 TMEM158 TMEM41B TMEM87A TMPRSS2 TNFRSF21 TOP2A TP53BP2 TP53TG1 TPD52 TPGS2 TRAK2 TRIL TRIM36 TRMT11 TRPV6 TSC22D3 TSPAN13 TSPAN3 TTC13 TTLL12 TUBB6 TYMS UBE2C UBE2E3 UCP2 UGDH UGT2B11 UPF3B UTP25 VWA5A YEATS2 ZBTB16 ZKSCAN1 ZMYND8 ZWILCH FARMER_BREAST_CANCER_APOCRINE_VS_LUMINAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FARMER_BREAST_CANCER_APOCRINE_VS_LUMINAL ABCA12 ABCC5 ABCC6 ABHD2 ACAA2 ACAD8 ACADM ACE2 ACOT7 ACSL1 ACSL3 ADAM9 ADM AGFG1 AGPS AK4 AKR1A1 AKR1B10 AKR1D1 ALCAM ALDH1A3 ALDH3B2 AMACR ANKLE2 ANKRD27 ANP32E ANXA9 APLP2 APOD AR ARL3 ARNT2 ASB13 ASS1 ATP7A AZGP1 BAG1 BCL2 BLNK BMI1 BNIP3 BRINP3 BST2 BTG2 C14orf132 C2CD5 C3orf52 CACNA2D2 CCDC6 CCNDBP1 CDKN1B CES1 CHN2 CHST1 CHST15 CLCA2 CLDN1 CLDN8 CLIC3 CLSTN2 CLU COL9A3 COMT CPA3 CPQ CRABP2 CROT CRYBG1 CSGALNACT1 CSTB CTBS CXCL8 CYB5A CYP2J2 DAP DBI DBNDD2 DCAF10 DDAH2 DDC DHCR24 DHCR7 DIP2C DNALI1 DUSP14 ECHDC1 EFHD1 EGFR EGR3 EIF2AK2 EIF4EBP1 ELOVL2 ENO2 ERGIC2 ERO1A ESR1 ETFA ETFB EVL FABP7 FAM106A FAR2 FASN FCHSD2 FCN2 FDFT1 FGFR2 FKBP5 G6PD GALE GALNT3 GATA3 GFRA1 GFUS GGT1 GGTLC1 GHR GMPS GNMT GPRC5B GREB1 HDGFL3 HEBP2 HGD HMGCS1 HMGN4 HPRT1 HSD17B2 HSD17B4 IDH1 IDH2 IFI35 IGF1R IGFBP4 IKBKB IL6ST INPP5F KCNMA1 KIT KMO KPNB1 KRT7 KYNU LAMB2 LBP LDOC1 LIMCH1 MACIR MANSC1 MAOA MAOB MAP2K6 MAP3K5 MARCHF3 MCCC1 MCF2L MDM2 MEAK7 MED13 MED13L MEIS3P1 METTL7A MIA3 MICB MKNK2 MLF1 MORC4 MPHOSPH6 MPHOSPH9 MPZL1 MSMO1 MSX2 MTFR1 MTUS1 MYH10 MYL6B MYO10 MZT2A NAAA NAMPT NBR1 NDNF NDRG1 NME3 NOTCH2NLA NPEPPS NPY1R NRAS NUDT15 OASL OAZ3 OPN3 OPTN ORM1 P4HA1 PALS2 PAM PAPSS2 PCDH7 PCSK6 PDLIM1 PDZD2 PDZK1IP1 PER3 PEX3 PFKM PGK1 PGRMC1 PHKB PI3 PIK3CB PIP PKP2 PLAAT1 PLAAT3 PLCH1 PLCL1 PLEKHB1 PMAIP1 PNISR PNMA1 PNP POLG2 PON2 PPIF PRKAA1 PRKAR2B PSIP1 PSME4 QPRT QSOX1 RAB38 RABGAP1L RALGPS1 RAMP1 RBBP8 REEP5 RESF1 RIOX2 RLN2 RMND1 RNF11 RNF141 RNF24 RTN1 RTP4 S100A13 S100A14 S100A8 S100A9 SAR1B SCCPDH SCD SCGB1D2 SCUBE2 SEC23B SEPHS2 SERHL SERHL2 SERPINA5 SETMAR SGMS1 SLC31A1 SLF2 SLPI SMAD3 SMARCD3 SMARCE1 SMCO4 SMPDL3A SPRED2 SPTLC2 SRD5A1 SREK1 SSR1 ST6GALNAC2 STEAP3 STK32B STK39 STYK1 SUZ12 SWAP70 SYCP1 SYNGR3 TACC2 TASOR2 TBC1D9 TBL1X TBX3 TESMIN TFAP2B TFF1 TFF3 THBS1 TK1 TLE1 TMEM87A TMPRSS2 TMSB15A TMX4 TNFSF4 TPGS2 TPSAB1 TRAF5 TRIM36 TRMT1L TRPS1 TRPV6 TSPAN3 TSPAN8 TTYH1 TUBA4A U2SURP UCHL3 UCP2 UGT2B11 ULK2 VEGFA VEZF1 VLDLR WDR19 WIPF2 WWC3 YAP1 YBX1 ZDHHC17 ZDHHC4 FARMER_BREAST_CANCER_BASAL_VS_LULMINAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FARMER_BREAST_CANCER_BASAL_VS_LULMINAL ABAT ACADSB ACOT2 ACTL6A ADD2 ADIRF ADM AGR2 AHNAK AKR7A3 ALDH6A1 AMACR AMD1 ANXA9 AP1AR APBB2 APPBP2 AR AREG ARHGEF9 ARMT1 ART3 ASF1A ATG5 ATP7B BBOF1 BBOX1 BBS1 BCL11A BCL2 BCL2A1 BLVRA BTG3 BUB1 CA12 CACNA2D2 CANT1 CAPN9 CASP8AP2 CCL2 CCNC CCNE1 CD24P2 CD44 CDC20 CDK17 CDKN2A CEBPB CEBPG CELSR1 CENPA CERS6 CHEK1 CHI3L1 CHMP2A CHST2 CILP CIRBP CLCN4 CLIC4 CORO1C COX16 CPB1 CPD CRIP1 CSRP2 CX3CL1 CXCL5 CXCL8 CYP2B6 CYP2B7P DACH1 DALRD3 DCXR DHRS2 DHRS7 DKC1 DMD DNAJC1 DNAJC12 DNALI1 DSC2 DSC3 E2F3 ECI2 EFCAB11 EFHC1 EIF1AX ELAPOR1 EN1 ERBB4 ESR1 EVL FABP5 FAM171A1 FAM174B FAM234B FASN FBP1 FBXL5 FBXL7 FMO5 FOXC1 FOXM1 FUT8 FYCO1 GABBR2 GABRP GAL GALNT10 GALNT6 GALNT7 GAMT GATA3 GDF15 GFRA1 GLS GMPS GPC1-AS1 GPD1L GPM6B GPR161 GREB1 GSE1 GSTM3 GSTP1 GSTZ1 GTPBP4 H1-1 HDAC2 HEBP2 HHAT HS3ST1 HSD17B4 HSPB1 IFRD1 IGF2BP2 IGFBP4 IL6ST INPP4B IRS1 ITGB5 KDM4B KIAA0232 KIF14 KIF16B KIF4A KLF5 KLHL7 KRT16 KRT18 KRT6A KRT6B KRT8 LASP1 LBR LDHB LGALS8 LIMA1 LMO4 LONP2 LRBA LRP12 LRRC17 LRRC8D LYN MACIR MAGED2 MAGOH MAPT MARCO MCCC2 MCM10 MCM5 MELK MICALL1 MID1 MLPH MMP12 MPZL2 MRFAP1L1 MRTFB MSN MTHFD2 MTMR2 MYB MYC MYO10 MYO5C NAT1 NBEA NCK1 NDC80 NDUFAF4 NFE2L3 NFIB NFIL3 NHERF1 NME3 NQO1 NRTN NT5C2 NUDT4 P4HTM PAAF1 PALS2 PBX1 PDGFD PDSS1 PDZK1 PELI1 PEX11A PFKP PHGDH PI3 PKP1 PLAAT1 PLIN2 PNMA1 PPP1CB PRDX4 PRKAR1A PRKD3 PRKX PRNP PRR15L PSME4 PTGER3 PTTG1 PTX3 PUM3 QKI RABEP1 RAD51AP1 RALGAPA1 RARA RARRES1 RBM47 REEP1 REEP5 RET RETSAT RGS5 RHOB RIF1 RND1 RNF138 RNF43 RSU1 S100B SCCPDH SCHIP1 SCNN1A SCUBE2 SEMA3C SEMA3F SEPHS1 SERHL SERPINA5 SIDT1 SKP2 SLC16A1 SLC16A6 SLC19A2 SLC22A18 SLC2A10 SLC2A5 SLC35E2B SLC39A6 SLC43A3 SLC44A4 SLC49A3 SLC9A6 SMCO4 SNRPD1 SOD2 SPATA20 SPDEF SPRED2 SPTLC2 SREBF1 SRPK1 ST6GALNAC2 ST8SIA1 STEAP3 STIL SYBU SYNC SYNCRIP TBC1D12 TBC1D9 TBX3 TCEAL1 TCEAL4 TCF7L1 TESMIN TFAP2A TFF1 TFF3 TGFB3 TM7SF2 TMEM123 TMEM135 TOB1 TOM1L1 TPBG TPX2 TRIM2 TRIM29 TRMT11 TSC22D3 TSPAN1 TSPAN13 TTC39A TTK TTLL4 TUBB6 U2SURP UGCG UGT8 VEZF1 VGLL1 VPS37C WDR19 WFS1 WWP1 YBX1 YBX3 YEATS2 FARMER_BREAST_CANCER_CLUSTER_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FARMER_BREAST_CANCER_CLUSTER_1 CCR2 CCR5 CD2 CD38 CD3D CD48 CD8A CYTIP FKBP11 GIMAP4 GMFG GPR171 GPR18 GZMA GZMK HERC5 HERC6 IFI44 IFI44L IFI6 IFIT1 IFIT3 IGHA1 IGHG1 IGHM IGKV1D-13 IGKV3-20 IGLC2 IGLL3P IGLV2-14 IL10RA ISG15 ITK JCHAIN LCK LCP2 MX1 MZB1 OAS1 OAS2 OAS3 OASL POU2AF1 RSAD2 SH2D1A TNFRSF17 TRBC2 XAF1 FARMER_BREAST_CANCER_CLUSTER_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FARMER_BREAST_CANCER_CLUSTER_2 ARMC1 ASPM ATAD2 BUB1 BUB1B CCNA2 CCNB2 CENPA CENPE CEP55 ESRP1 KIF11 KIF15 KIF20A KIF4A MAD2L1 MCM4 MELK MRPL15 MTERF3 MTFR1 NCAPG NDC80 NEK2 NUSAP1 PRC1 PRKDC PTTG1 RAD54B RB1CC1 RRS1 SLC25A32 TPX2 FARMER_BREAST_CANCER_CLUSTER_3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FARMER_BREAST_CANCER_CLUSTER_3 ADM AGFG1 CLDN1 EGFR ERO1A KYNU MALL NAMPT NDRG1 PALS2 PDZK1IP1 PEX3 SLC31A1 SRD5A1 STEAP3 VLDLR FARMER_BREAST_CANCER_CLUSTER_4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FARMER_BREAST_CANCER_CLUSTER_4 ADAM12 AEBP1 CDH11 COL1A2 COL3A1 COL5A1 COL5A2 CTSK DACT1 FAP FBN1 FILIP1L HTRA1 NID2 PCOLCE SERPINF1 SPARC SRPX2 THBS2 FARMER_BREAST_CANCER_CLUSTER_5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FARMER_BREAST_CANCER_CLUSTER_5 CYB561 DCAF7 DHX40 FTSJ3 MED13 MTMR4 POLG2 PPM1D PTRH2 RAD51C RNF43 RPS6KB1 SMARCD2 SMG8 SUPT4H1 TACO1 TRIM37 TUBD1 VMP1 FARMER_BREAST_CANCER_CLUSTER_6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FARMER_BREAST_CANCER_CLUSTER_6 AGR2 CERS6 ESR1 GATA3 GPD1L KIAA0232 MLPH RBM47 REEP5 RHOB SLC39A6 TBC1D9 TSPAN13 TTC39A FARMER_BREAST_CANCER_CLUSTER_7 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FARMER_BREAST_CANCER_CLUSTER_7 ALCAM ALDH3B2 AR BLVRB CDH1 DHRS2 ECI2 ESRP2 FASN GHR GSE1 IRX5 MSX2 RND1 SCD SLC35A3 SREBF1 TMEM135 TMEM41B TRIM36 FARMER_BREAST_CANCER_CLUSTER_8 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FARMER_BREAST_CANCER_CLUSTER_8 CDK12 ERBB2 GRB7 GSDMB MED1 PGAP3 PNMT FERNANDEZ_BOUND_BY_MYC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FERNANDEZ_BOUND_BY_MYC ACAD10 ACADM ACHE ACO2 ACOX1 ACP3 ACTG1 AEBP1 AHSG AKAP1 AKR1A1 ALDH2 AMD1 AMPD3 APC APP ARF1 ARF4 ASCL2 ATF4 ATP1A2 BAX BBC3 BCL2 BCL3 BRCA2 BSG CASP8 CASP9 CCKBR CD63 CD79B CEACAM5 CEBPA CFDP1 CHRNB1 CLCN6 CLDND1 CLNS1A COL4A1 COL4A2 CR2 CST5 CSTB CTSF CXCL2 DCK DKC1 E2F1 EIF4A1 EIF4E EIF5A2 ELK1 ENO1 EPB42 EPHX1 ETS2 FECH FGFR4 FOXM1 FPGS FUT1 FXN GAL GALT GPR4 GSK3B GSTP1 HERPUD1 HIF1A HMBS HMGN2 HMOX1 HNRNPA1 HNRNPA2B1 HNRNPDL HOXD13 HSD11B2 HSPA8 HSPD1 HSPE1 ICAM1 ID2 ID2B ID3 IFRD2 IL11RA IL13 IL2 IMPA2 INSM1 INSR IRF2 IRF3 ISG20 ITGA6 ITGB1 JUN JUNB LBR LMNA LTB MAGEA3 MAN2A2 MCL1 MCM7 MDM2 MEN1 MET MPO MSN MUC1 MYBL2 NAB2 NBN NEFM NHERF2 NIT1 NME1 NR1D1 NRAS NTHL1 NTN3 OCA2 PAICS PDHA1 PER1 PEX3 PHB1 PI3 PKP1 PLA2G4A POLB POLD2 PPID PPP1R7 PRKDC PRTN3 PSMB1 PTEN PTMA QDPR RABGAP1L RARA RBM3 RNASEH2A RPL13A RPL19 RPL22 RPL27A RPS6 SERPINE1 SIM2 SLBP SLC19A1 SLC2A4 SLC4A2 SRD5A1 STAT6 STMN1 SYNGR2 TCF12 TCIRG1 TERT TFRC TGFB1 TGFB2 TGFB3 TGFBR1 THRA TOP1 TPM2 TXN UBA52 UCP1 UCP3 UROD VAMP2 VHL WT1 ZNF146 FERRANDO_HOX11_NEIGHBORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FERRANDO_HOX11_NEIGHBORS ADA CCNA2 CD1A CD1B CD1C CD1D CD1E DNTT ERCC1 HPRT1 MAD1L1 MCM4 MCM5 MME MTHFD1 PTPRF RPA1 STMN1 TK1 TLX1 TOP2A TYMS UNG FERRANDO_LYL1_NEIGHBORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FERRANDO_LYL1_NEIGHBORS APEX1 BCL2 CCND2 CD34 FES HHEX LGALS9 LMO2 LSP1 MYCN RHOA SELL SOD2 TNFRSF1A TRDC ZBTB16 FERRANDO_TAL1_NEIGHBORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FERRANDO_TAL1_NEIGHBORS BCL2A1 CD2 CD3E CD6 CDA CSF1R CXCR1 DTYMK FCGR3B FOLR1 ITGB2 LCK LGALS3 MYBL2 RUNX1 TCF7 TMSB15A TNFRSF1B TRAC TRBC2 FERRANDO_T_ALL_WITH_MLL_ENL_FUSION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FERRANDO_T_ALL_WITH_MLL_ENL_FUSION_DN ACAA2 AP3S1 APLNR APLP2 ATP5MC3 BARD1 BCLAF1 C1QBP CD2 CD96 CDK2 CENPX CHAF1A COX8A CSE1L DDX39A DNTT DOCK2 DUT EEF1D EIF3B ELOC EPS15 FKBP5 FYB1 GAPDH GCGR GLUL GOT2 H4C3 HADH HBB HBZ HINT1 HMGA1 HMGB2 HMGN2 HPCA HPRT1 IGFBP2 IGKC ITPKA KHSRP KPNB1 LBR LMNB1 LST1 MAPKAPK3 MCM2 MCM5 MX2 MYC NUP93 PCLAF PCNA PGAM1 PKMYT1 PLCB2 PLP2 POLA2 POLD2 PPP2R2A PRDX6 PRRX2 PSMA2 PSMA6 PSMB2 PTP4A2 RANBP1 RFTN1 RPS4Y1 RRM1 S100A4 SDHA SLC1A5 SLC29A1 SLC9A1 SORD SRSF3 TFDP2 TMEM131 TOP2A TRIP12 TXN TYMS UBE2C UBE2S USP10 VBP1 FERRANDO_T_ALL_WITH_MLL_ENL_FUSION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FERRANDO_T_ALL_WITH_MLL_ENL_FUSION_UP ADCYAP1 AEBP1 ALPP BIN1 BMI1 BTG1 CAPRIN1 CBLB CBX3 CCR9 CD34 CD3E CD47 CDH4 CHI3L2 CLCNKA CLEC2B CREB3 CTSH CX3CR1 DDX5 DMPK DSTN ELAVL3 FAM30A FCGRT FGR FKBP2 FLNA FUT7 G6PD GATA3 GDI1 GPSM3 HLA-E HOXA9 HYOU1 ID3 IFITM2 IKZF1 IL2RG IL32 KIAA1671 LAPTM5 LCP2 LPCAT3 MAD1L1 MBOAT7 MME MRPS12 MYOM2 NFIL3 NRIP1 NUCB2 PLEC PRDX1 PRDX2 PRKAR1B PRSS3 PTPN6 PXDN RALGDS RELA SELL SERINC3 SLC35B1 SLC7A5 SMAD1 SNHG14 SPOCK2 SPTBN1 SREBF2 SSR4 STAT3 SULT1A3 TCF4 TCF7 TIAM1 TLE4 TNFAIP3 TPM2 TRGC1 TSC22D1 TUBA1A USF2 VDAC1 VIM WAS YBX3 FERRARI_RESPONSE_TO_FENRETINIDE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FERRARI_RESPONSE_TO_FENRETINIDE_DN CD34 HSPA2 LDLR PPP1R3C TFF3 FERRARI_RESPONSE_TO_FENRETINIDE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FERRARI_RESPONSE_TO_FENRETINIDE_UP ATF3 BHLHE40 BMP2 CCL20 CXCL2 CXCL3 DDIT3 DDIT4 DEPP1 DHRS3 GPRC5A HERPUD1 IRF1 KLF7 NEAT1 NRIP1 PTGS2 SELE SEMA3C SLC7A5 ST3GAL1 TRIM33 FERREIRA_EWINGS_SARCOMA_UNSTABLE_VS_STABLE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FERREIRA_EWINGS_SARCOMA_UNSTABLE_VS_STABLE_DN AAK1 ABTB1 ACP4 AHNAK ALDH6A1 ALOXE3 AMFR ANGPTL3 ATP6V1E1 ATXN7 C9orf78 CABLES1 CCDC97 CCR4 CDKN1C CHRDL1 CKB COX7A1 CRY2 CRYAB CT62 CYLD DHRS1 DLG5 DNAJB12 DNAJC4 DOLK DTWD1 ECHDC2 ELAC2 EPPIN EPS8L2 EXPH5 F8A1 FAM219B FBXL15 FES FGF2 GNB5 GNG7 GRB2 HOXC4 IFI27L2 IFI35 INMT INPP5A IQSEC3 IRF9 KRT19 LRPAP1 LYVE1 MAGI2 MAP1LC3A MAPKAP1 MXRA8 NAGLU NCOR2 NENF OAS1 OR2C1 OR51B4 OTUD5 PCDH11Y PDCD1 PDIK1L PGLYRP1 PGPEP1 PLAAT4 PRX RAB34 RBM8A RNF167 SEMA4G SLC16A5 SLC22A12 SLC27A1 SLC66A3 SPCS1 SPHK2 SPR SQSTM1 SSU72 STX5 TMCO4 TMEM176A TMEM176B TMEM187 TMEM230 TMEM53 TMEM98 TTLL3 UBASH3A VEZF1 WFS1 YPEL3 ZNF446 FERREIRA_EWINGS_SARCOMA_UNSTABLE_VS_STABLE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FERREIRA_EWINGS_SARCOMA_UNSTABLE_VS_STABLE_UP ADAMTS3 AKAP5 ANK2 ANLN API5 ARHGAP11A ATAD2 ATAD5 ATP2B3 BLM BRCA1 BRD9 BRIP1 C4orf3 CASP4 CCNA2 CCNB1 CCT6A CDC6 CDKN3 CENPE CENPF CENPK CENPU CEP55 CEP83 CHAF1A CHD1 CHEK1 CHTF18 CKAP2 CLCN5 CLPTM1L CSRNP1 CTPS1 DAP3 DAZAP1 DBF4 DHFR DLGAP5 DNTTIP2 DSCC1 EAF1 EP400 ERCC1 ERH ESF1 ESPL1 FANCD2 FANCM FEN1 FGFR1OP2 GDAP1 GIT2 GJC1 GMNN GPAT4 H2AZ1 HAND2 HJURP HMGB2 HMGN2 HOMER1 HYCC1 IKBKB INF2 ITFG2 KIF15 KIF18A KIF23 KIF2C KNL1 KNTC1 KPNA2 KRBOX1 LAMA1 LARP4 LMNB1 LSM5 LSS MACIR MACROH2A1 MCM3AP MELK MGAT4C MND1 MPHOSPH8 MRPL20 MRPL42 MRPL51 MSH5 MTERF1 NAA15 NAMPT NCAPD2 NCAPG NCAPG2 NCAPH NCKAP1L NDC1 NDC80 NDUFA9 NOP58 NUSAP1 ODF2 OR2A4 PAG1 PARPBP PCDHB5 PCLAF PDE4A PDYN PIF1 PIGS PINX1 POLE2 POLQ POLR2F PPP4R3A PROSER1 PRPF40A PSIP1 PSTPIP1 PTTG3P RAN RBM17 RBMY1A1 RGS1 RGS16 RGS6 RIC8B RPA3 RPS26 SAP30 SDCBP SGO2 SLCO5A1 SMC2 SNRPA1 SNRPD1 SNRPD3 SPC25 SPCS3 STX1A SYNCRIP TBC1D31 TCOF1 TGFB3 THOC5 TMPO TOP2A TPX2 UBE2T UBR5 WDHD1 WDR83OS XPO4 XRCC3 ZFYVE27 ZNF146 ZNF330 ZNF532 ZNF93 ZWINT FEVR_CTNNB1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FEVR_CTNNB1_TARGETS_DN AAGAB AASDHPPT ABHD17B ACAT2 ACP1 ACP2 ADA ADD3 ADRA2A ADSL AFP AHCYL1 AKR1B1 ALG6 ANAPC5 ANKRD10 AP3B1 APEX1 APPBP2 AQP1 AQP4 ARF6 ARGLU1 ARHGAP27 ARHGAP5 ASCL2 ASF1B ATP5PF AURKB AXIN2 BCAS2 BCL7C BCOR BIRC5 BLTP2 BORA BRCA1 BRCA2 BTF3 BUB1 BUB1B C5orf24 C5orf34 CA2 CAPRIN1 CAPRIN2 CARD11 CARNMT1 CASP8AP2 CBFB CBLL1 CBX1 CBX5 CCNA2 CCNB2 CCND1 CCND2 CCNE2 CCP110 CCT2 CCT3 CCT4 CCT5 CD2AP CD44 CDC20 CDC25C CDC6 CDC7 CDCA4 CDK1 CDKN3 CDO1 CDT1 CDV3 CENPE CENPH CENPI CENPK CENPL CENPO CENPP CENPW CES1 CETN3 CFAP20 CFI CHAF1B CHEK1 CHEK2 CHTF18 CIP2A CKAP2 CLDN2 CLPX CMSS1 CMTR2 CNN3 CNNM3 CNOT7 COA6 COQ8A CPT1A CREB1 CRIM1 CRP CRYM CSRP2 CTBP2 CTC1 CTCF CTNNB1 CTPS1 CUBN CYBRD1 CYP2C18 CYP2C9 CYP3A43 CYP3A5 DCAF17 DCK DCTD DDIAS DDX1 DDX21 DDX5 DEK DERPC DHFR DHX15 DHX36 DIAPH3 DIS3 DLD DMD DNAAF2 DNMT1 DRG1 DSCC1 DTYMK E2F1 E2F5 ECT2 EED EEF1D EEFSEC EGFR EHF EIF2A EIF2S1 EIF2S2 EIF2S3 EIF3A EIF3E EIF3F EIF3L EIF3M EIF4A1 EIF5 ELF2 ELP1 ENPP3 EPHB2 EPHB3 EPHB4 ERGIC1 ERH ESRRG ETAA1 EVL EXO1 EZH2 FAM136A FAM169BP FAM183BP FASTKD2 FBL FBP1 FBXO5 FEN1 FGD1 FGF1 FGFBP1 FIGNL1 FKBP3 FOXM1 FRAS1 FZD1 G2E3 GART GCDH GCFC2 GEMIN4 GFER GINS1 GJB3 GLRX3 GMPS GNAI3 GNPNAT1 GRSF1 GRWD1 GSTM1 GTPBP10 GTPBP4 H2AC7 H2AZ1 H2BC18 HADH HASPIN HAT1 HAUS6 HAUS8 HBA2 HBB HDAC2 HDGF HELLS HEMGN HGH1 HIKESHI HMGA2 HMGB1 HMGB2 HMGB3 HMGN1 HMGN2 HMGN5 HNRNPAB HNRNPR HPF1 HSF1 HSPA8 ICE1 IDE IFFO2 IFITM2 ILF3 IMPA2 IMPDH2 INCENP INVS IVD KAT2A KCNE3 KCNN4 KCNQ1 KDM1B KIF18A KIF20A KIF22 KIF23 KIF5B KIFC1 KNSTRN KNTC1 KPNA2 LARP4 LARP7 LBR LIG1 LIMD1 LIPG LIPT2 LPP LRAT LRIG1 LSM2 LSM5 LUC7L LYPLA1 MACROH2A1 MAGT1 MATN2 MATR3 MBNL3 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MEIS2 MELK METTL13 MIS18BP1 MKI67 MOGS MRE11 MRPL1 MRPL13 MRPL3 MRPS22 MSH2 MSH3 MSH6 MSI2 MTBP MTF2 MTHFD1 MTRR MYB NAA15 NACA NAP1L1 NASP NCAPD2 NCL NCOA4 NDUFAF1 NEUROG3 NFIX NINL NMRAL1 NNT NOLC1 NOP56 NOP58 NOTCH1 NOTCH2 NRIP1 NRM NSMCE4A NUF2 NUP155 NUP210 NUP62 NUTF2 NXT1 ORC6 OTC P2RY6 PA2G4 PABPC1 PAICS PAPOLA PAPSS2 PCDH8 PCLAF PCNA PDS5B PDX1 PECR PFKP PHGDH PIK3R1 PITRM1 PIWIL2 PKDCC PLA2G4A PMS1 PNN POLA1 POLB POLD1 POLD2 POLE POLE2 POLR1B POLR1F PPARG PPAT PPID PPP1CB PPP2CA PPP2R3A PPP2R5E PQBP1 PRC1 PRDX4 PRELP PRIM1 PRIM2 PRMT1 PRPF4 PRPS2 PSMA1 PSMA6 PSMB7 PSMC3IP PTEN PWP2 RAB1A RACGAP1 RAD1 RAD21 RAD51 RAD51AP1 RAD54L RASA3 RB1CC1 RBBP4 RBMXL1 REG1A REG4 RFC1 RFC2 RFC3 RFC4 RGCC RGS12 RHOBTB3 RIDA RMDN3 RNF138 ROCK1 ROR2 RPA1 RPGR RPL12 RPL3 RPL32 RPS24 RPS6KA6 RRM1 RRM2 RRP15 RRP1B RRS1 RSF1 RSRC2 RTL10 RUVBL1 RWDD3 SARNP SCARB1 SCLT1 SCOC SDC2 SDC4 SECTM1 SEMA5A SERPINE2 SET SF3A3 SF3B1 SFPQ SFRP1 SFRP5 SGPP1 SH3BGRL SHCBP1 SHMT1 SKA1 SKP2 SLBP SLC12A2 SLC13A1 SLC18A2 SLC19A1 SLC25A5 SLC37A2 SLC40A1 SLC4A7 SMARCA5 SMC1A SMC3 SMC6 SMOC2 SMPD4 SMYD2 SMYD4 SMYD5 SNRPB2 SNRPD1 SNX5 SOS2 SOX4 SOX9 SP1 SP3 SPAG5 SPATA24 SPPL2A SQOR SRRM1 SRSF1 SRSF2 SRSF3 SRSF6 SRSF7 SSB SSRP1 STMN1 STRAP STYX SYCP3 SYT11 TAF9 TCF12 TCF19 TCP1 TERF1 TFAM TFB2M TGFBR1 THOC1 TIAM1 TIMELESS TM9SF2 TMA16 TMEFF1 TMEM107 TMPO TMPRSS15 TOP2A TOX TPMT TRAIP TRIM27 TRIM28 TRIM37 TRIP13 TRIP6 TRMT11 TRMT6 TRNT1 TTC30A TTC30B TTK TUBA4A TUBB TUBE1 TUBGCP2 TYMS U2SURP UBAP1 UBE2E3 UBQLN2 UCHL3 UCHL5 UNG USP1 USP14 UTP3 VBP1 VMA21 VRK2 WDR12 WEE1 WTAP XPO1 XRN2 YWHAZ ZDHHC2 ZFHX3 ZFP62 ZGRF1 ZNF148 ZNF207 ZNF24 ZNF277 ZNF548 ZNF593 ZNHIT6 FEVR_CTNNB1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FEVR_CTNNB1_TARGETS_UP ABCA3 ABCA7 ABCB1 ABCB10 ABCD1 ABCG5 ABHD18 ABHD2 ABLIM1 ABR ACACB ACAP1 ACE ACE2 ACER3 ACKR4 ACOX1 ACTA1 ACYP2 ADK ADM ADPRM AGPAT3 AGPAT4 AGR2 AKR1B15 ALDH1A1 AMN AMY2A ANGPTL4 ANK3 ANXA2 AOC1 AP2A2 AP3M1 AP3M2 AP5M1 APBA3 APLNR APOA1 APOBEC1 APOC3 APOL3 AQP11 AQP7 ARFGAP3 ARHGDIG ARIH1 ASPA ATF3 ATF5 ATOH1 ATOSA ATOSB ATP11B ATP2A3 ATP2C2 ATP5F1A ATP6V0A2 ATP8A1 B3GALT4 B3GALT5 B3GNT3 BACE2 BBLN BCL6 BCO2 BCR BHLHE40 BLOC1S5 BLOC1S6 BMP5 BNIP2 BNIP5 BORCS6 BORCS7 BST1 BTG2 C11orf24 C2 C3 C6orf89 CA13 CA3 CA4 CABP2 CACNA1D CAMTA2 CAP1 CAPN15 CAPN9 CAPNS1 CASP3 CASP4 CASP9 CBR3 CBS CCKAR CCL5 CCN2 CD163 CD36 CD8A CDC42BPB CDC42EP2 CDC42EP5 CDK18 CDKL2 CDKN1A CDKN2B CDR2 CDS1 CDS2 CEBPA CEBPB CEL CELA1 CGN CGREF1 CHD2 CHP2 CHST2 CIDEB CIITA CILK1 CKB CLCA1 CLCN2 CLDN3 CLIC5 CLMN CLN8 CLPS CLSTN1 CLU CMPK2 COL1A2 COPZ2 CORO1A CORO1C CORO2A COTL1 COX7A1 CPA1 CPB1 CPE CPEB3 CRAT CREB3 CRY2 CRYBG2 CSF1R CSRNP1 CST6 CTRL CTSB CTSO CTSV CTTN CXADR CXCL16 CXCL6 CYP27A1 CYP2D6 CYP2U1 CYP4A11 CYP4F2 CYP51A1 CYTH1 CYTH2 DAGLB DAP DBP DDAH1 DDIT3 DDX39B DDX60 DGAT2 DGKA DHRS1 DHX34 DHX58 DLG3 DNAJB2 DOCK5 DPEP1 DPP4 DSG2 DUSP1 DUSP6 DUSP8 EDN3 EEF2K EEPD1 EFNA1 EFNB2 EGLN3 EIF2AK1 EIF2AK3 ELANE ELMO2 ELOVL6 EMC9 EMP1 ENTPD5 EPB41L3 EPHA1 EPS8 EPS8L2 EPS8L3 ERMP1 ERO1A ERP27 ERP44 EVPL F11R FAAH FABP1 FABP6 FAM114A1 FAM210B FAM221A FAM3B FAM3D FAM53B FAM78A FAM83E FAM83G FBXW2 FDFT1 FKBP11 FLOT1 FLVCR2 FMO5 FN1 FOS FOSL2 FXYD1 G0S2 GABARAPL1 GABBR1 GADD45A GADD45B GADD45G GALE GATA5 GATM GBA1 GCG GCLC GCNT1 GDAP2 GFI1 GGA1 GGT1 GHDC GINM1 GIP GK GLO1 GNA11 GNA13 GNAI1 GNG12 GNMT GNPDA1 GOSR1 GOT1 GP1BB GP2 GPC4 GPD1 GPD2 GPR107 GPR27 GPR35 GPT GPX2 GRK2 GSDMC GSN GSR GSTA5 GSTK1 GTPBP2 GUCA2B GUK1 GZMB H1-2 H2AC18 H3C13 H6PD HAGH HAL HCK HELZ2 HEPACAM2 HGFAC HIF1A HLA-DMA HLA-DMB HLA-DQA1 HLA-DQB2 HLA-E HLF HMGCS1 HNF1B HOXA5 HP HPGD HSD17B2 HSD17B6 HSD17B7 HSPA1B HYAL2 IAPP IER5 IFI27L1 IFI27L2 IFIT1B IFIT3 IGSF23 IGSF9 IL10RB IL13RA1 IL15 IL17RC IL1RL1 IL33 INS INSIG2 IP6K1 IRAK4 IRF1 IRF7 ITGA3 ITGB5 ITIH4 ITPKA ITPRID2 JAK2 JKAMP JUN JUNB KCNK5 KCTD5 KDELR3 KHNYN KIF3B KIFC2 KLF3 KLF7 KLK5 KLK6 KLK9 KRT12 KRT20 LAMA3 LAMB3 LDB3 LETM1 LGALS1 LGALS3 LGALS8 LIPA LIPH LITAF LMNA LPAR3 LPIN1 LPIN2 LRRC26 LSS LTB4R LTC4S LY6E LYST MACIR MAFF MAOB MAP4 MAP4K5 MAPK6 MAPK8 MARK2 MATK MB21D2 MCFD2 MCL1 MCUB MCUR1 ME1 MEP1B MFAP1 MFSD6L MFSD9 MIA2 MIDN MIEN1 MKNK1 MLPH MMP10 MMP15 MMP2 MOB4 MPZL3 MS4A10 MS4A8 MST1R MT1A MT2A MTF1 MTM1 MTPN MTTP MUC1 MVD MVP MYO18A MYO7A NAB2 NAIP NATD1 NCBP3 NDEL1 NDFIP1 NDUFS5 NEK3 NEU1 NHERF1 NOL4L NPDC1 NR1H4 NRP2 NUCB2 OAS1 OAS2 OASL OCLN ODR4 OGA OGDH OPLAH OPTN OSBPL6 OSGIN1 OTUD7B P2RX4 P4HA1 PABIR1 PAH PARD6B PARM1 PCSK5 PCSK7 PCSK9 PCYT2 PDE2A PDE6D PDE7A PDE9A PDGFRB PDLIM2 PER1 PFKFB2 PGD PHYKPL PIGB PIK3C2A PIM1 PIP5K1B PKD1 PKLR PLA2G1B PLA2G6 PLCG2 PLEK PLEKHG1 PLXNB2 PMM1 PMP22 PNLIPRP1 PNLIPRP2 PNPLA6 POR POU2AF2 PPP1R16A PPY PRDX2 PREB PRKAR1A PRKCA PRKCZ PROC PROCR PRRG2 PRSS3 PRXL2A PSTPIP2 PTGER3 PTK6 PTPRE PTPRR PYCR1 PYY RAB20 RAB21 RAB2A RAB37 RAB3D RAB4A RAB6A RAB7A RBPJL REEP3 REG1B REG3A REG3G RELB REP15 RETREG1 RFNG RHBDF1 RHBG RNASE1 RNF103 RNF114 RNF181 RNF19A RORA RPL17 RRAS RRBP1 S100A6 S100A8 SAA2 SAMHD1 SCAMP1 SCT SDCBP2 SDCCAG8 SEC14L1 SEC14L2 SEC22C SEC61A1 SECISBP2L SEMA7A SERHL2 SERP1 SERPINB1 SERPINB5 SERPINH1 SERPINI2 SFN SFTPC SGK2 SGMS2 SGPL1 SLC11A2 SLC12A7 SLC12A8 SLC15A1 SLC1A1 SLC20A1 SLC22A23 SLC22A3 SLC26A3 SLC27A4 SLC28A3 SLC2A1 SLC2A8 SLC2A9 SLC31A1 SLC35C2 SLC35E2A SLC38A3 SLC3A1 SLC3A2 SLC46A3 SLC47A1 SLC49A4 SLC51B SLC52A3 SLC5A8 SLC6A3 SLC6A6 SLC6A8 SLC7A7 SLC7A9 SLCO2A1 SMG1 SMOX SNRNP70 SOAT2 SOCS3 SOCS7 SOSTDC1 SOWAHB SPARC SPATA2 SPATS2L SPHK1 SPINK1 SPP1 SPRR2G SPTA1 SRC SRR SSBP2 STAT1 STAT2 STAT3 STK10 STK17B STK38L STX3 STX7 STXBP1 SUCO SULT2B1 SURF4 SUSD6 SYCN SYNE2 SYNPO SYT12 SYT7 SYTL2 TAP1 TAP2 TCF23 TEPSIN TFF2 TFIP11 TGFBI TGOLN2 TM6SF2 TMC5 TMC7 TMEM120A TMEM140 TMEM150A TMEM164 TMEM214 TNFAIP1 TNFAIP3 TNFRSF12A TNFRSF21 TNFSF13B TOLLIP TRADD TRIM16 TRIM25 TRIM26 TRIM34 TRIM8 TRIO TRIOBP TRPM5 TRPM7 TSC22D3 TTC39A TTC39B TTLL8 TYMP UBFD1 UBL5 UGCG UGP2 UNC5B UPP1 URGCP USP18 VAMP5 VAPB VAT1 VPS41 VPS52 VTN WBP2 WFS1 WNT5A XDH ZBP1 ZNF467 ZNF652 ZSCAN21 ZYX FIGUEROA_AML_METHYLATION_CLUSTER_1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FIGUEROA_AML_METHYLATION_CLUSTER_1_DN ADPRHL1 AHNAK AHNAK2 AOC1 ASB10 CCDC9B CCL1 CD48 CD68 CDC123 CDS2 CEP350 DNM1P35 ENTPD6 FNBP4 GFI1 H2AC11 H2BC11 KDM4B KRTAP5-8 LHFPL2 LINC00242 LRRC3 MARVELD1 MED25 MOB3B MTMR11 NLRC4 NQO2 NUDT5 PCNA PKDCC PPARD PRF1 PTPRS RPS18 RUFY1 SEZ6L SLC25A42 SLC35E3 TACR3 TFCP2L1 TLR1 TRPV3 TSC1 VPS52 FIGUEROA_AML_METHYLATION_CLUSTER_1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FIGUEROA_AML_METHYLATION_CLUSTER_1_UP ABLIM1 ADGRG6 APIP ARHGAP44 BTBD3 CANT1 CAVIN2 CCDC34 CCDC96 CD9 CDX4 CENPV CHCHD2 CISH CLIC2 CRHBP CXCL1 CYP26C1 DAAM2 DHRS12 DNM3 DOK6 ELAVL2 ENDOD1 EREG FAM3A FAM83B FCRLB FOXJ1 FSTL1 GAN GDF3 GNG11 GPAT4 GPR149 GPR6 GPRASP3 GSN-AS1 GTF2A1 HNRNPR HTR2A ICA1L IL11RA IPO8 ISCA1 JAKMIP2 JCAD KRT81 LBX2 MACROD2 MAP7 MAP7D2 MAP7D3 MCTS1 MOS MRPL55 MSRB3 MYL4 N4BP1 NEUROG1 NNAT NTN5 OXA1L PABPN1 PAQR5 PCDHB16 PCDHB9 PCDHGA5 PDHX PFN2 PHF13 PIGZ PMAIP1 POU5F1 PRRG1 RECQL5 RIPPLY3 RSKR SAP30BP SCG5 SLC25A51 SLC38A10 SLC39A14 SLC8A3 SMIM15 SORL1 SYDE2 TADA2B TAF3 TBC1D16 TBC1D31 TEK THEM4 TIE1 TIGD3 TLR2 TMEM263 TNPO3 TUBB6 TXNRD3 VPREB3 VPS53 VWA5A VWF WBP1L WT1 WT1-AS YBX3 ZBTB14 ZCCHC12 ZFHX2 ZFP28 ZFP3 ZNF264 ZNF281 ZNF560 ZNF582 ZNF662 ZNF667 ZNF766 ZNF875 ZSCAN1 FIGUEROA_AML_METHYLATION_CLUSTER_2_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FIGUEROA_AML_METHYLATION_CLUSTER_2_DN AIM2 ASXL3 CD3D CD3G CSGALNACT1 ITGB2 KIAA2013 LINC00242 PPP1R3B FIGUEROA_AML_METHYLATION_CLUSTER_2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FIGUEROA_AML_METHYLATION_CLUSTER_2_UP ABLIM1 ARHGAP27 ARHGAP44 CANT1 CCDC34 CDK8 CDX4 COL21A1 CRHBP CYP26C1 DHRS12 DNM3 EXOSC2 EXOSC3 GALP GSPT2 GTF2A1 IL11RA KCNK13 KRT81 MAP7D3 MATR3 MCTS1 MOS MRPL9 NRP2 OAZ3 PABPN1 PCDHGA11 PCDHGB7 PFN2 PIAS2 PIGZ PMAIP1 PRR18 RECQL5 RPRD2 SAP30BP SCG5 SLC39A14 TAFA4 TBC1D31 THBS4 TIGD3 TMEM263 TNPO3 VPREB3 WBP1L ZCCHC12 ZNF281 ZNF560 ZNF582 ZNF667 ZNF84 FIGUEROA_AML_METHYLATION_CLUSTER_3_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FIGUEROA_AML_METHYLATION_CLUSTER_3_DN AHNAK AHNAK2 AOC1 ARF6 ARHGAP10 ASB10 BATF2 CRTC3 EIF3A EPHA2 GPR17 H2AC11 H2BC11 IGLJ3 KDM4B KIAA2013 LINC00242 MAML1 MARVELD1 MED25 MYG1 NECAP2 NOS3 PHLDB1 PKDCC PLEK PLEKHA4 PLEKHG4B PPARD PPP1R15A RHOT1 SEZ6L SLC26A9 SLC45A1 SPATA21 SPATA31E1 TLR1 TMEM33 TSFM ZNF853 FIGUEROA_AML_METHYLATION_CLUSTER_3_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FIGUEROA_AML_METHYLATION_CLUSTER_3_UP ABLIM1 ADGRG6 AGO1 AMOTL1 APIP ARAF ARHGAP44 BCL7A BLOC1S1 BPGM BTAF1 BTBD3 C3orf38 CALCOCO1 CANT1 CAPS2 CASP2 CCDC34 CDK8 CDX4 CEP41 CHCHD2 CNTROB COCH COL21A1 CRHBP CUL9 CYP26C1 DHRS12 DNM3 DPYSL4 DYNC1LI1 ELAVL2 EREG EXOSC2 EXOSC3 FAM83B FSTL1 GAN GJB6 GLIPR1L2 GLRA1 GPAT4 GPR149 GPRASP3 GSN-AS1 GTF2A1 GTF3C1 GUCY1B1 HILPDA HMCES HNF4A HNRNPD IDH3B IL11RA IPO8 ISCA1 KATNIP KCNAB3 KNSTRN KRT81 KRTCAP3 LBX2 LEMD2 LHCGR MAD1L1 MAP7 MAP7D3 MATR3 MCTS1 MKKS MOS MSRB3 MT2A MYL4 N4BP1 NEUROG1 NFIX NIM1K NIT1 NNAT NRP2 NTN5 OXA1L PABPN1 PACRGL PAQR5 PCDHA11 PCDHB10 PCDHB11 PCDHB14 PCDHB16 PCDHB17P PCDHB18P PCDHB8 PCDHB9 PCDHGA11 PCDHGA5 PCDHGA8 PCDHGB4 PCDHGB7 PDHX PFDN2 PFN2 PIAS2 PIGZ PLPBP PMAIP1 POU3F4 POU5F1 PPP2CA PRR18 PRRG1 PYGO1 RECQL5 REXO2 RIPPLY3 RSKR SAP30BP SCG5 SLC25A51 SLC39A14 SLC66A1L SLC8A3 SLC9A8 SLX4IP SMAD3 SMIM15 SPOP STX18 TAF3 TAFA4 TANC2 TBC1D31 TEK TGFBR1 THBS4 THEM4 TIE1 TIGD3 TLR2 TMEM263 TNFAIP8L2 TNPO3 TRAPPC1 TUBB6 UHRF1 VWA5A VWF YBX3 YTHDF2 ZBTB14 ZBTB45 ZFHX2 ZFP28 ZFP3 ZFR ZIC5 ZNF154 ZNF264 ZNF281 ZNF343 ZNF501 ZNF560 ZNF582 ZNF662 ZNF667 ZNF84 ZNF875 ZSCAN1 FIGUEROA_AML_METHYLATION_CLUSTER_4_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FIGUEROA_AML_METHYLATION_CLUSTER_4_DN ABI3 CCR7 CEP350 CSGALNACT1 CTDP1 EPHA2 GBX2 GJC3 GNGT2 IL2RA MED25 NQO2 PTPRS TACR3 ZNF853 FIGUEROA_AML_METHYLATION_CLUSTER_4_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FIGUEROA_AML_METHYLATION_CLUSTER_4_UP ABLIM1 ADGRG6 AEBP1 ARHGAP27 ARL15 ATP6V1G2 BTBD3 CALCOCO1 CANT1 CASP2 CCDC34 CDK8 CDX4 CENPV CHCHD2 CHMP4C CNTROB COCH CRHBP CXCL5 CYP26C1 CYP7B1 DHRS12 DNM3 ELAVL2 ENSG00000269210 EXOSC2 EXOSC3 FAM131A FAM83B FARP2 FSTL1 GPRASP3 GSN-AS1 GTF2A1 GUCY1B1 HILPDA HMCES HNF4A IFNAR2 IPO8 ITGAV KCNAB3 KDM5B KRT81 LAMP1 LANCL1 LARGE2 LBX2 LHCGR MAP7D2 MAP7D3 MCTS1 MRPL9 MT2A NEUROG1 NFKBIL1 NNAT NRP2 NTN5 OAZ3 PABPN1 PAQR5 PEX16 PFN2 PIAS2 PIGZ PIP4P2 PLPBP PMAIP1 POU2AF1 POU5F1 PPT2 PRRT1 PTGDR2 RBPMS2 RECQL5 REXO2 RSKR SAP30BP SCG5 SLC8A3 SMIM15 SPHK2 STOML2 STX16 TANC2 TBC1D15 TGFBR1 TIGD3 TLR2 TMEM263 TNFAIP8L2 TNPO3 TRAPPC1 VAMP5 VPREB3 VWF WBP1L WDR31 YBX3 ZBTB14 ZFHX2 ZFP28 ZFP3 ZNF281 ZNF395 ZNF560 ZNF582 ZNF667 ZNF766 ZNF875 FIGUEROA_AML_METHYLATION_CLUSTER_5_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FIGUEROA_AML_METHYLATION_CLUSTER_5_DN AIM2 ARID5B ASXL3 BLOC1S5 C10orf82 CBX6 CD3D CD3G CD48 CHRNA1 CLDND2 DEFA1 DEFA1B DEFA3 DYNLT1 EFHD2 FAM90A1 FMOD FUT11 GHITM GIMAP1 GIMAP5 GPR17 HOXA10 ITGB2 KRT76 KRT82 MARVELD1 NLRP10 NUDT21 OGFOD1 PCK1 PLXNA4 PNLIPRP2 RAPGEF1 RGS7BP SERPINA10 SH3RF2 SLC26A9 ST6GALNAC1 SYT13 TACR3 TIAM1 TMEM37 TRPC4AP TUB TXNDC5 FIGUEROA_AML_METHYLATION_CLUSTER_5_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FIGUEROA_AML_METHYLATION_CLUSTER_5_UP ADGRG6 CANT1 CRHBP GTF2A1 HMCES KRT81 NRP2 PABPN1 PIAS2 PMAIP1 TIGD3 ZNF667 FIGUEROA_AML_METHYLATION_CLUSTER_6_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FIGUEROA_AML_METHYLATION_CLUSTER_6_DN ADGRL4 AHNAK2 AIM2 ASXL3 C10orf82 CCL1 CD3D CD3G CSGALNACT1 CTDP1 DEFA1 DEFA1B DEFA3 DNAJC28 FKRP GBX2 GPR17 GPR39 GRTP1 IL2RG KRTAP5-9 LINC00242 NLRP10 OR5T1 PLD3 PLEK POU4F2 PSMD2 SLC26A9 STRN4 TACR3 TCP11 TUSC1 UNC5D XKR6 ZNF663P ZNF862 FIGUEROA_AML_METHYLATION_CLUSTER_6_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FIGUEROA_AML_METHYLATION_CLUSTER_6_UP ABLIM1 ACOX3 ADGRG6 AEBP1 AMOTL1 BPGM BTAF1 BTBD3 C19orf33 C3orf38 CALCOCO1 CANT1 CASP12 CASP2 CBLN4 CCDC34 CCDC96 CENPV CLIC2 CNTROB COCH CRHBP CUL9 CYP26C1 DEPDC1B DHRS12 DNM3 DPYSL4 DYNC1LI1 EDEM1 EFNB3 ELAVL2 EXOC1 EXOSC2 EXOSC3 FAM131A FAM83B FARP2 FBXL7 FGF20 FUT9 GDF3 GPAT4 GPRASP3 GSN-AS1 GTF2A1 GUCY1B1 HMHB1 HNF4A HNRNPD HOXA2 ICA1L IFNAR2 IL11RA INO80C IPO8 IRAK3 ITGAV JOSD1 KCNAB3 KNSTRN KRT81 LANCL1 LBX2 MAD1L1 MANBA MAP7 MAP7D2 MAP7D3 MCTS1 MRPL9 MRPS21 MT2A MYL4 NFIX NNAT NRP2 NTN5 OAZ3 OSBPL1A PABPN1 PAQR5 PFN2 PHC1 PHF13 PIAS2 PIGZ PLPBP PMAIP1 POU5F1 PPIL6 PPP2CA PPT2 PRRT1 PTPN14 RAB22A RECQL5 REXO2 RIPPLY3 RSKR SAP30BP SCG5 SGPP2 SLC25A51 SLC66A1L SLC7A8 SMIM15 SMPD2 SNRNP70 SPHK2 STX18 SYDE2 TADA2B TAF3 TANC2 TEK TGFBR1 THBS4 TIGD3 TMEM185B TMEM263 TNFAIP8L2 TNPO3 TP53INP2 TRAPPC1 VPREB3 VWF WBP1L YBX3 ZBTB14 ZCCHC14 ZFR ZNF174 ZNF343 ZNF454 ZNF560 ZNF582 ZNF667 ZSCAN1 ZSCAN32 FIGUEROA_AML_METHYLATION_CLUSTER_7_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FIGUEROA_AML_METHYLATION_CLUSTER_7_DN ASXL3 C10orf82 MARVELD1 RGS7BP TACR3 FIGUEROA_AML_METHYLATION_CLUSTER_7_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FIGUEROA_AML_METHYLATION_CLUSTER_7_UP ABLIM1 ADGRG6 AEBP1 ARHGAP27 BTAF1 BTBD3 CANT1 CASP2 CCDC34 CCDC85A CCDC96 CCPG1 CDK8 CEP78 CHMP4C CNTROB COCH COL21A1 CRHBP CUL9 CYP26C1 DBNDD2 DHRS12 DNM3 DYNC1LI1 EDEM1 ENSG00000269210 EXOSC3 FAM131A FAM3A FARP2 FSTL1 GDF3 GP9 GPAT4 GPRASP3 GSN-AS1 GUCY1B1 HILPDA HMCES HMHB1 HNF4A HNRNPD HNRNPR IFNAR2 IL11RA IPO8 ISCA1 ITGAV KCNAB3 KDM5B KRT81 MAD1L1 MAP7D3 MKKS MORF4L1 MOS MPZL1 MRPL9 MT2A MYL4 MYO7A N4BP1 NEUROG1 NNAT NRP2 OAZ3 OSBPL1A PABPN1 PAQR5 PFN2 PIAS2 PIGZ PLPBP PMAIP1 POU2AF1 PPP2CA PRR18 RECQL5 RIMKLB RPRD2 RSKR SAP30BP SCG5 SLC25A51 SLC39A14 SLC8A3 SLX4IP SMIM15 SNRNP70 SPHK2 SPOP SRY TADA2B TAFA4 TANC2 TBC1D31 TGFB1I1 THRB TIGD3 TLR2 TNPO3 TRAPPC1 TUBB6 VPREB3 VWF WBP1L YBX3 ZBTB14 ZFHX2 ZFR ZNF174 ZNF281 ZNF560 ZNF582 ZNF667 ZNF84 ZSCAN32 FINAK_BREAST_CANCER_SDPP_SIGNATURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FINAK_BREAST_CANCER_SDPP_SIGNATURE ADM ADRA2A CD247 CD48 CD52 CD8A CXCL14 F2RL2 FAXC FRZB GIMAP5 GZMA HOXA10 ITGBL1 LCP1 MIR99AHG OGN PLAAT1 PLEK RAI2 RUNX3 SLC40A1 SNTG2 SPP1 TRBV5-4 VGLL1 FINETTI_BREAST_CANCERS_KINOME_BLUE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FINETTI_BREAST_CANCERS_KINOME_BLUE ACVR1B BMPR1B DCLK1 EPHA10 ERBB3 ERBB4 FGFR3 GAK IGF1R IKBKB MAP3K12 NEK11 NEK9 NRK RET STK32B STK36 STK39 TBCK ULK4 WNK4 FINETTI_BREAST_CANCERS_KINOME_GRAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FINETTI_BREAST_CANCERS_KINOME_GRAY CDK17 CHUK CSNK1A1 CSNK1G3 DYRK1A HIPK1 MAP4K3 NEK4 PRPF4B SCYL2 SLK SNRK TLK1 TRIM33 TWF1 FINETTI_BREAST_CANCER_KINOME_GREEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FINETTI_BREAST_CANCER_KINOME_GREEN BTK FGR HCK ITK JAK3 LCK LYN MAP4K1 MLKL PIM2 PRKCB PRKCQ STK10 STK17B SYK ZAP70 FINETTI_BREAST_CANCER_KINOME_RED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FINETTI_BREAST_CANCER_KINOME_RED AURKA AURKB BUB1 BUB1B CDC7 CDK1 CHEK1 MASTL MELK NEK2 PBK PLK1 PLK4 SRPK1 TTK VRK1 FIRESTEIN_CTNNB1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FIRESTEIN_CTNNB1_PATHWAY CAMKK2 CDK8 CHEK2 CSNK1E CSNK1G3 DAPK2 DCLK2 DGKH DKC1 EPHA2 FER FOXO4 GABRA3 KSR2 LATS1 LTK MAP2K1 MAP3K14 MAP3K20 NRAS PDK3 PKN1 PLK1 PLK4 PTK2B RPS6KA1 SLK SRPK3 STK25 SYT11 TAOK1 ULK1 FIRESTEIN_CTNNB1_PATHWAY_AND_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FIRESTEIN_CTNNB1_PATHWAY_AND_PROLIFERATION CDK8 CSNK1E CSNK1G3 DKC1 FOXO4 MAP3K14 MAP3K20 PLK4 TAOK1 FIRESTEIN_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FIRESTEIN_PROLIFERATION AAK1 ADK AK3 AKAP4 AKAP6 AKAP7 AKT3 ALK APPL1 ARHGEF2 ARHGEF25 ATR AXL BCL2L11 BMPR1A BRAF BTK C17orf75 CAMK4 CAMKV CCNB3 CD40 CDK11B CDK14 CDK3 CDK6 CDK8 CDK9 CDKL5 CERK CERT1 CHEK1 CKS1B CMPK1 CNP COQ8A CPNE1 CSNK1E CSNK2A2 CYLD DBF4 DKC1 DLG2 DMPK ELP1 EP300 EPHA4 EPHA6 EPHB1 EPHB2 EPHB4 ERBB3 ETNK1 EXOSC10 FGFR3 FIGN FOXO4 FYN GALK2 GCKR GMIP GRK4 GRK6 GUCY2C GZMB HCK HECW1 HGS HIPK2 IKBKE INPP4A INPP5D IRAK2 ITK KALRN KDR LIMK1 LIMK2 MAK MAP2K6 MAP3K14 MAP3K20 MAP3K8 MAPK8 MASTL MERTK MOB3C NEK7 NF1 NME5 NME6 NR1H4 NR1I2 NRBP1 NTRK1 NUAK2 NUCKS1 PACSIN2 PDXK PFKFB1 PHKB PICK1 PIK3AP1 PIK3CG PIK3R1 PIK3R3 PKLR PKM PKN1 PLCB4 PPARA PPARG PPP1R12C PPP1R17 PRKAA1 PRKACB PRKAR1B PRKAR2A PRKCG PRKD1 PRKD2 PRKDC PRKG1 PRKRA RAF1 RCSD1 RIPK3 ROR1 ROS1 RPS6KA4 RPS6KA6 RPS6KL1 SIK1 SLC22A18 SPEG SRMS STK24 STK26 STK3 STK32A STK32B STK32C STK33 SYT14 SYT16 SYT4 SYT5 TAF1 TAOK1 TAOK3 TBK1 TERF2IP TGFA TICRR TPD52L3 TRIB1 TRIO TRPV5 TRPV6 TSKS TXK VRK3 WWP2 XRCC6 XYLB ZC3HC1 FISCHER_DIRECT_P53_TARGETS_META_ANALYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FISCHER_DIRECT_P53_TARGETS_META_ANALYSIS ABCA12 ABCB6 ACER2 ACTA2 ADIRF AEN AGBL5 AK3 AKAP9 ALDH1A3 AMZ2 ANKRA2 ANXA4 APAF1 APOBEC3C APOBEC3H APOD ARAP1 ARFGEF2 ARHGAP42 ASCC3 ASTN2 ATF3 BAX BBC3 BBS2 BCL10 BCL2L1 BCL6 BCL9L BHLHE40 BLCAP BLOC1S2 BORCS7 BRMS1L BTBD10 BTG1 BTG2 CAVIN2 CCDC90B CCNG1 CD82 CDC42SE1 CDH8 CDIP1 CDKN1A CEL CFLAR CHST14 CLCA2 CLP1 CMBL CNOT6 COBLL1 COL7A1 COQ8A CPEB2 CPSF4 CROT CSF1 CSNK1G1 CYFIP2 CYSRT1 DCP1B DDB2 DDR1 DGKA DHRS3 DNAI3 DNAJB5 DRAM1 DUSP14 DYRK3 E2F7 EDA2R EDN2 EFCAB10 EFNB1 EI24 EID2B EML2 EPHA2 EPM2AIP1 EPS8L2 ETV7 F5 FAM210B FAM98C FAS FBN2 FBXO22 FBXW7 FCHO2 FCHSD2 FDXR FLRT2 GABARAPL2 GADD45A GASK1B GBE1 GCH1 GDF15 GNAI1 GNAS GPC1 GPR87 GPX1 GREB1 GRHL3 GSS H2BC21 HES1 HEXIM1 HHAT HRAS HSPA4L ICOSLG IER3 IER5 IGDCC4 IGFBP7 IKBIP INKA2 IRF2BPL ISCU ISYNA1 ITGA3 ITPKC KCNN4 KCTD1 KIAA1217 KLHDC7A KLHL12 KRT15 KRT8 LCE1E LIF LIMA1 LINC02875 LMNA LNPEP LPXN LRATD2 LRP1 LRPAP1 MAP3K12 MARCHF8 MARF1 MAST4 MBD5 MCC MDM2 MFAP3L MFGE8 MGRN1 MICALL1 MLF2 MON2 MRPL39 MRPL49 MUC2 NADSYN1 NCEH1 NDUFAF8 NDUFV3 NEFL NHLH2 NINJ1 NKAIN4 NOPCHAP1 NTPCR NUPR1 NYNRIN OBSL1 ORAI3 PADI4 PANK1 PARD6B PARD6G PBLD PCNA PDE4C PHLDA3 PHPT1 PIDD1 PLK2 PLK3 PLXNB2 PMAIP1 PML POLH POLR2H POU2F2 POU3F1 PPFIBP1 PPM1D PPP1R3C PPP4R3A PRDM1 PRKAB1 PRKAB2 PRKD2 PRRG2 PSTPIP2 PTEN PTP4A1 RAB1A RABGGTA RAD51C RALGAPB RAP2B RCBTB1 RETSAT REV3L RFK RGL1 RGMA RGS16 RIN1 RNF144B RNF19B RPS19 RPS27L RRAD RRM2B S100A2 SAC3D1 SARS1 SCN2A SCRIB SEMA3B SERPINB5 SERPINE1 SERTAD1 SESN1 SESN2 SFN SFXN5 SLC12A4 SLC25A45 SLC30A1 SLC46A1 SLC4A11 SLC9A1 SMAD3 SMAD5 SNX2 SOCS4 SPATA18 SRA1 STAT3 STX6 SULF2 SUPT7L SUSD6 SYNC SYTL1 TANC1 TCAIM TEAD3 TEPSIN TET2 TGS1 TIGAR TLCD1 TLR3 TM7SF3 TMEM131 TMEM243 TMEM63B TMEM64 TMEM68 TNFAIP8 TNFRSF10A TNFRSF10B TNFRSF10C TNFRSF10D TP53 TP53I3 TP53INP1 TRAF4 TRIAP1 TRIB1 TRIM22 TRIM32 TRIM35 TRIP6 TRUB1 TSKU TSPAN11 TUBB6 TXNIP TYMSOS UQCC1 USP15 UTP3 VCAN VWCE WDR81 XPC YAP1 ZC3HAV1 ZMAT3 ZNF219 ZNF337 ZNF37A ZNF385A ZNF423 ZNF561 ZNF564 ZNF79 FISCHER_DREAM_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FISCHER_DREAM_TARGETS AAAS AARS1 ABCB10 ABCE1 ABHD10 ABHD2 ACACA ACD ACP1 ACTL6A AEN AFMID AGPAT5 AHCTF1 AHI1 AK2 ALG10 ALMS1 AMD1 ANAPC1 ANKRA2 ANKRD17 ANLN ANP32E AP2B1 APOBEC3B ARHGAP11A ARHGAP11B ARHGAP19 ARHGEF39 ARID2 ARL13B ARL6IP1 ARL6IP6 ARRB2 ARRDC3 ASF1B ASPM ASXL1 ATAD2 ATAD3A ATAD3B ATAD5 ATF2 ATF4 ATF7IP ATP23 AUNIP AURKA AURKB AZIN1 BARD1 BAZ1B BCAR3 BCL2L12 BCLAF1 BCS1L BHLHE40 BIRC5 BIRC6 BLM BMPR1A BORA BRCA1 BRCA2 BRD8 BRIP1 BRIX1 BTG1 BUB1 BUB1B BUB3 BYSL C18orf54 C19orf48P C1orf112 C1orf174 C2orf69 C4orf46 C5orf24 C5orf34 C9orf40 CACYBP CAD CAND1 CARHSP1 CASP2 CASP8AP2 CBX3 CBX5 CCDC14 CCDC15 CCDC150 CCDC18 CCDC34 CCDC77 CCHCR1 CCNA2 CCNB1 CCNB2 CCNE1 CCNF CCSAP CCT5 CDC20 CDC25A CDC25B CDC25C CDC42EP4 CDC45 CDC6 CDC7 CDCA2 CDCA3 CDCA4 CDCA5 CDCA7 CDCA7L CDCA8 CDK1 CDK2 CDK4 CDK5RAP2 CDKAL1 CDKN2AIPNL CDKN2C CDKN2D CDKN3 CDR2 CDT1 CENPA CENPC CENPE CENPF CENPH CENPJ CENPK CENPL CENPM CENPN CENPO CENPP CENPQ CENPS CENPU CENPW CEP135 CEP152 CEP192 CEP20 CEP295 CEP55 CEP57 CEP57L1 CEP72 CEP78 CEP83 CEP85 CEP97 CFLAR CHAF1A CHCHD3 CHEK1 CHEK2 CHRAC1 CHTF18 CIP2A CISD2 CIT CKAP2 CKAP2L CKAP5 CKLF CKS1B CKS2 CLIC4 CLN6 CLSPN CMC2 CMSS1 CNOT1 CNOT9 CNTROB COQ7 COX20 CREBZF CRYBG1 CSE1L CTCF CTDSPL2 CUL3 CWC27 CWF19L1 CYP51A1 DARS2 DBF4 DBF4B DBP DCAF1 DCAF15 DCAF16 DCK DCLRE1A DCLRE1B DCLRE1C DCP2 DCPS DDIAS DDX10 DDX11 DDX12B DDX20 DDX21 DDX39A DDX46 DEK DEPDC1 DEPDC1B DGCR8 DHFR DHTKD1 DHX15 DIAPH3 DLEU1 DLGAP5 DNA2 DNAJC9 DNMT1 DNMT3B DOLPP1 DPYSL2 DR1 DSCC1 DSN1 DTL DTYMK DUT DYRK1A DZIP3 E2F1 E2F2 E2F7 E2F8 EAF2 EBAG9 EBP ECT2 EFHC1 EHBP1 EIF2AK3 EIF3A EIF3B EIF4E ELP5 EME1 EMG1 ERCC6L ERI1 ESCO2 ESPL1 ETV5 EWSR1 EXO1 EXOC4 EXOSC2 EXOSC3 EXOSC5 EXOSC8 EXOSC9 EZH2 FAAP24 FAF1 FAM110A FAM111A FAM111B FAM161A FAM72D FAM76B FAM83D FANCA FANCB FANCC FANCD2 FANCE FANCG FANCI FANCL FANCM FAR1 FBXL20 FBXO4 FBXO5 FEN1 FIGN FIGNL1 FKBP5 FKBP7 FKBPL FN3KRP FNBP4 FOXM1 FOXRED1 FRAT2 FUS FZR1 G2E3 G3BP1 GABPB1 GABPB2 GADD45A GARS1 GART GAS2L3 GATAD2A GEN1 GGCT GGH GINS1 GINS2 GINS3 GINS4 GMNN GNL3 GPATCH11 GPATCH4 GPD2 GPR137C GPR180 GPR19 GPSM2 GRK6 GRPEL2 GRWD1 GSTCD GTF3C2 GTPBP2 GTPBP3 GTSE1 H1-2 H1-3 H1-5 H2AC11 H2AC12 H2AC13 H2AC14 H2AC15 H2AC16 H2AC17 H2AC20 H2AC21 H2AC25 H2AC4 H2AC6 H2AC7 H2AC8 H2AX H2AZ1 H2AZ2 H2BC10 H2BC13 H2BC14 H2BC17 H2BC21 H2BC4 H2BC6 H2BC7 H2BC9 H3C10 H3C12 H3C13 H3C15 H3C2 H3C3 H3C4 H3C7 H3C8 H4C1 H4C13 H4C3 H4C4 H4C5 H4C8 H4C9 HACD2 HADH HASPIN HAT1 HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HCFC1 HDGF HEATR1 HELLS HINT3 HIRIP3 HJURP HLTF HMBS HMGB1 HMGB2 HMGB3 HMGN2 HMGXB4 HMMR HNRNPA0 HNRNPA1 HNRNPA2B1 HNRNPA3 HNRNPAB HNRNPD HNRNPDL HNRNPF HNRNPH1 HNRNPH3 HNRNPR HNRNPU HROB HS2ST1 HSP90AA1 HSPA8 HSPA9 HSPD1 HSPE1 HYLS1 IFIH1 IFNAR1 IFRD1 IFRD2 IFT25 IFT80 ILF3 INCENP ING1 INIP INTS7 IPO11 IQCB1 IQGAP3 ITGB3BP JADE1 JPT1 JUND KAT7 KATNA1 KCTD9 KDM1A KHDRBS1 KHK KHSRP KIF11 KIF14 KIF15 KIF18A KIF18B KIF20A KIF20B KIF22 KIF23 KIF24 KIF2A KIF2C KIF4A KIFC1 KLHDC4 KLHL23 KMT5A KNL1 KNOP1 KNSTRN KNTC1 KPNA2 KPNA3 KPNB1 L3MBTL2 LARP7 LAS1L LBR LCMT2 LCORL LDAH LDLR LIAS LIN52 LIN54 LIN9 LMNB1 LNPK LONP1 LRR1 LRRC45 LRRCC1 LSM3 LSM4 LSM5 LYRM7 MACIR MAD2L1 MAGOHB MARCKS MARS1 MASTL MAT2A MAZ MCM10 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 MDC1 MDM1 MED30 MEIS2 MELK METTL16 METTL2B METTL4 MIIP MIS12 MIS18A MIS18BP1 MKI67 MMS22L MND1 MNS1 MPHOSPH9 MRE11 MRPL17 MRPL3 MRPS18B MRTO4 MSH2 MSH3 MSH5-SAPCD1 MSH6 MTBP MTF2 MTFR2 MTHFD1 MTRFR MUTYH MXD3 MYADM MYBL1 MYBL2 MYC MYO19 MZT1 NAA15 NAP1L1 NAPEPLD NASP NCAPD2 NCAPD3 NCAPG NCAPG2 NCAPH NCAPH2 NCBP1 NCOA5 NDC1 NDC80 NEDD1 NEIL3 NEK2 NEMP1 NET1 NF2 NFATC2IP NIF3L1 NIPBL NOC3L NOLC1 NOP58 NOTCH2 NPAT NRGN NSD2 NSMCE4A NT5C3A NTAQ1 NUCKS1 NUDC NUDCD2 NUDT1 NUF2 NUFIP2 NUP107 NUP153 NUP155 NUP160 NUP205 NUP35 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 NUSAP1 NXT1 OARD1 OBI1 ODF2 OIP5 OPA1 ORC1 ORC2 ORC3 ORC6 OXNAD1 PAFAH1B3 PAICS PALB2 PARP2 PARPBP PASK PATL1 PBK PBRM1 PBX3 PCF11 PCLAF PCNA PCNT PDS5B PEX3 PFAS PGAP2 PGP PHF19 PHTF2 PIF1 PIGA PIGK PIGW PIM1 PIMREG PKMYT1 PKNOX1 PKP4 PLK1 PLK4 PLSCR1 PMAIP1 PMF1 PNN PNRC2 POC1A POC5 POLA1 POLA2 POLD1 POLD2 POLD3 POLE POLE2 POLE3 POLQ POLR1E POLR1F POLR3K POP7 POU2F1 PPAN-P2RY11 PPAT PPIH PPP1R10 PPP3CB PPP3R1 PRC1 PRIM1 PRIM2 PRIMPOL PRKAA1 PRKDC PRPF4 PRR11 PSIP1 PSMC3IP PSRC1 PTBP1 PTBP2 PTGES3 PTTG1 PYCR3 R3HDM1 RAB8A RACGAP1 RAD1 RAD18 RAD21 RAD23A RAD23B RAD51 RAD51AP1 RAD51B RAD51C RAD54B RAD54L RAD9A RANBP1 RANGAP1 RAPGEF6 RASSF1 RBBP4 RBBP6 RBL1 RBM8A RCC1 RDM1 RDX RECQL4 REEP4 RFC1 RFC2 RFC3 RFC4 RFC5 RFT1 RFWD3 RHEB RHNO1 RIF1 RMI1 RMI2 RMND1 RNASEH2A RNASEH2B RNF2 RNF26 RNPC3 RNPS1 RPA2 RPIA RPL22L1 RPL39L RPS6KA5 RRM1 RRM2 RRP9 RSBN1 RSRC1 RTKN2 RTTN RUNX1 SAAL1 SAE1 SAP30 SAPCD2 SASS6 SCLT1 SEC14L1 SEC22C SENP1 SERTAD3 SF3B3 SFPQ SFR1 SGO1 SGO2 SHCBP1 SHMT2 SIN3A SIVA1 SKA1 SKA2 SKA3 SKP2 SLBP SLC16A1 SLC1A4 SLC1A5 SLC25A19 SLC25A36 SLC25A40 SLC29A1 SLC38A1 SLC3A2 SLF1 SLF2 SLFN11 SMARCA5 SMARCC1 SMC1A SMC2 SMC3 SMC4 SMC5 SMC6 SMCHD1 SMIM14 SMNDC1 SMPD4 SNRNP25 SNRNP40 SNRPA SNRPB SNRPD1 SP1 SP4 SPAG5 SPAG9 SPATA5 SPATS2 SPC24 SPC25 SPDL1 SRRM1 SRSF1 SRSF10 SRSF2 SRSF3 SRSF7 SS18 SSBP2 SSRP1 STAG1 STAT1 STIL STIP1 STK17B STMN1 SUPT16H SUV39H1 SUV39H2 SUZ12 SYNCRIP TACC3 TAF1A TAF5 TARS1 TBC1D31 TBRG4 TCEA1 TCERG1 TCF19 TCOF1 TCP1 TCTN2 TDP1 TEDC1 TEDC2 TEX30 TFAP4 TFDP1 THAP12 THEM4 THOC1 THRAP3 TICRR TIMELESS TIPIN TK1 TMEM109 TMEM138 TMEM18 TMEM209 TMEM39B TMEM97 TMPO TMX1 TNPO2 TNPO3 TOB2 TOE1 TOMM40 TONSL TOP1 TOP2A TOP3A TOPBP1 TOR1AIP1 TP53INP1 TPX2 TRA2B TRAIP TRIM37 TRIM45 TRIM59 TRIP13 TROAP TSEN15 TTF1 TTF2 TTI1 TTK TTLL4 TUBA1C TUBB TUBD1 TUBG1 TXNDC12 UACA UBE2C UBE2D3 UBE2R2 UBE2S UBE2T UBR7 UCHL5 UHRF1 UNG USP1 USP28 USP37 USP39 USP53 UTP15 UTP4 VPS26C VRK1 WBP11 WDHD1 WDR4 WDR46 WDR62 WDR76 WEE1 WRAP53 WRN XRCC1 XRCC2 XRCC3 XRCC4 YEATS4 ZBTB14 ZGRF1 ZMYM1 ZMYND19 ZNF100 ZNF107 ZNF138 ZNF146 ZNF184 ZNF207 ZNF24 ZNF267 ZNF273 ZNF367 ZNF45 ZNF473 ZNF518A ZNF530 ZNF551 ZNF587 ZNF680 ZNF684 ZNF695 ZNF714 ZNF724 ZNF85 ZNF92 ZNFX1 ZRANB3 ZW10 ZWILCH ZWINT FISCHER_G1_S_CELL_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FISCHER_G1_S_CELL_CYCLE ABCA5 ABHD10 ABHD4 ACYP1 ADAMTS1 ADCK2 ADCY6 AHI1 AKAP5 AMIGO2 ANK3 ANKRA2 AP3M2 ARGLU1 ARID5B ARL6IP6 ASPH ATAD2 BARD1 BBX BLM BRCA1 BRIP1 C1GALT1 CASP2 CASP8AP2 CCN1 CCN2 CCND3 CCNE1 CCNE2 CDC25A CDC6 CDC7 CDCA7 CDH10 CDH24 CDT1 CENPQ CHAF1A CHAF1B CHEK1 CLSPN CNNM3 COL4A4 CTPS1 DCLRE1A DCLRE1B DLGAP1 DNAJC3 DNAJC6 DSCC1 DTL DUSP10 E2F1 E2F2 E2F7 E2F8 EAF2 EXO1 EZH2 FAM111B FANCE FANCG FEN1 FOSB FST GCLC GINS2 GK GLCCI1 GMNN H2AC11 H2AC12 H2AC17 H2AC20 H2AC21 H2AC25 H2AC6 H2AC7 H2BC13 H2BC21 H2BC4 H2BC5 H3C2 H4C2 H4C4 H4C5 H4C8 HELLS HSPB8 ICMT IGF1R INSIG2 INSR IVNS1ABP JUND KLF5 KLRK1 LCMT2 LIPH MAGEL2 MAN1A2 MAP2K6 MASTL MATN1 MBNL2 MCM10 MCM2 MCM3 MCM5 MCM6 MDM1 MITF MNS1 MNT MNX1 MRC2 MSH2 MSH5-SAPCD1 MSH6 MYB NASP NCOA7 NEDD9 NPAT NR4A3 NUDT7 OGT OPCML OSBPL6 OSGIN2 PANK2 PAQR4 PASK PCNA PEX11B PEX13 PLCXD1 PLSCR4 POLA2 POLD3 POLE POLE2 PRIM1 PRKD1 PTGS2 RABIF RAD51 RBBP8 RECQL4 REEP1 RFC2 RFC4 RFXAP RGS7 RIMKLB RMI1 RNPC3 RPA2 RRM2 SLBP SLC25A27 SLC38A2 SMPD1 SP1 SPIN3 SSBP2 SVIP TAF15 TCEAL9 TCF19 TCIM TENM3 TIFA TIPIN TLR3 TLR6 TMCC1 TMEM243 TNS2 TOPBP1 TP53INP1 TREX1 TRIM45 TTLL7 TXNRD1 UBR7 UNG USP1 USP18 USP37 USP53 WDHD1 WDR76 YEATS4 ZBTB14 ZMYND19 ZNF367 ZRANB2 FISCHER_G2_M_CELL_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FISCHER_G2_M_CELL_CYCLE ACSL4 ADGRE5 ADGRG6 AMD1 ANLN ANP32E ANXA3 ARHGAP11A ARHGAP11B ARHGAP19 ARHGEF39 ARL4A ARL6IP1 ASPM ATF7IP AURKA AURKB BAG3 BCAR3 BIRC3 BIRC5 BMP2 BRD8 BTBD3 BTG1 BUB1 BUB1B BUB3 CABYR CCNA2 CCNB1 CCNB2 CCNF CCSAP CDC20 CDC25B CDC25C CDC27 CDC42EP4 CDCA2 CDCA3 CDCA8 CDK1 CDKL5 CDKN1B CDKN2C CDKN2D CDR2 CEMIP CENPA CENPE CENPF CENPL CEP350 CEP55 CEP70 CFLAR CHEK2 CIT CKAP2 CKAP2L CKAP5 CKS1B CKS2 CLK4 CNTROB CSPG4 CTNND1 CYP1A1 DBF4 DBF4B DCLRE1C DCP2 DEPDC1 DEPDC1B DNAJB1 DR1 DUSP4 DZIP3 E2F5 ECT2 EIF2AK3 EIF4E ELK3 ESPL1 FAM110A FAM3C FAM83D FNBP4 FOXM1 FYN FZR1 GAS2L3 GIT2 GOT1 GPSM2 GTSE1 H1-0 H2AX H2AZ2 HJURP HMG20B HMGA2 HMGB2 HMGB3 HMGCR HMMR HP1BP3 HSPA1L IQGAP3 JADE2 JPT1 KATNA1 KCTD9 KDM6A KIF11 KIF14 KIF15 KIF18A KIF18B KIF20A KIF20B KIF22 KIF23 KIF2C KIF5B KIFC1 KMT5B KNSTRN KPNA2 LAMC1 LBR LDLR MAD2L1 MAT2A MEAK7 MELK METTL4 MGAT2 MID1 MKI67 MPHOSPH9 MTMR6 NCAPH NDC1 NDC80 NDE1 NEDD4L NEIL3 NEK2 NET1 NFYB NIF3L1 NUF2 NUMB NUP35 NUP37 NUP50 NUP98 NUSAP1 OIP5 PBK PCF11 PIF1 PIMREG PKNOX1 PLAU PLEKHA5 PLK1 PLK4 PNRC2 POLQ PPP1R10 PPP2R5C PRC1 PSMD11 PSRC1 PTTG1 RACGAP1 RAD21 RAD51C RDH11 RGS3 RIN2 RNF4 RSBN1 SAP30 SAPCD2 SERTAD3 SFPQ SGO1 SGO2 SHCBP1 SIX4 SLC25A24 SLCO1B3 SMTN SPA17 SPAG5 STAT1 STIL STK17B TACC3 TDP1 TGFB2 TGIF1 TJP1 TMPO TNFAIP2 TNFAIP8L1 TNFRSF21 TNPO2 TOP2A TPX2 TRIM59 TRIP13 TROAP TSN TTF2 TTK TUBB TUBD1 UBE2C UBE2D1 UBE2G1 UBE2S VANGL1 WEE1 WSB1 ZMYM1 ZNF165 ZNF207 ZNF267 ZNF518A ZNF587 ZNF614 FLECHNER_BIOPSY_KIDNEY_TRANSPLANT_OK_VS_DONOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FLECHNER_BIOPSY_KIDNEY_TRANSPLANT_OK_VS_DONOR_DN AP1B1 BAX BLMH BRD2 C1QL1 CADM4 CYP2A13 EIF2AK2 FOS FPR2 GLIPR1 GPAA1 GSS KLK3 KRT7 MYC NF2 PAXIP1 PCF11 RBMS1 RHBDF1 TMEM11 USP22 USP9X FLECHNER_BIOPSY_KIDNEY_TRANSPLANT_OK_VS_DONOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FLECHNER_BIOPSY_KIDNEY_TRANSPLANT_OK_VS_DONOR_UP ABAT ABI1 ACADSB ACBD3 ACOT13 ACSL3 ACSL4 ACSM3 ACTA2 ACTG1 ACTN1 ACTR2 ADD3 ADH1A ADH5 AFF1 AGL AHCYL1 AHR AK4 AKR1C1 AKR1C3 ALG8 AMD1 ANK2 ANK3 ANP32A ANXA4 ANXA5 ANXA7 AOC1 AP3D1 AP3S1 APLP2 ARF4 ARFGEF1 ARHGEF18 ARID5B ARMCX2 ARPC5 ASF1A ATF2 ATG12 ATP2A2 ATP6V0E1 ATP6V1A ATP6V1B2 ATP8A1 AUH AUTS2 AZIN1 BAMBI BBOX1 BBX BCAP31 BEX4 BIRC3 BLTP1 BMP2K BNIP3 BRD8 BTBD3 BZW1 C11orf58 C1D C1S C7 CA12 CALU CAPZA1 CASP4 CAT CBR4 CBX3 CBX6 CCNG2 CCT2 CD2AP CD44 CD46 CD74 CD9 CDC42BPA CDH11 CDK13 CDK14 CDK2AP1 CDS1 CFDP1 CFH CFLAR CHTOP CITED2 CLASP2 CLDN10 CLU CNBP CNIH1 COL1A2 COL3A1 COL4A1 COMT COPA COPB1 COPS2 COPS5 CREB1 CREB3L2 CREBBP CREBL2 CREBZF CRYAA CRYAB CRYM CRYZ CTNNA1 CX3CR1 CXCL12 CXCL9 CYB5R3 CYCS CYP1B1 CYP4A11 DCTD DDOST DDX19B DDX3X DDX5 DEK DESI2 DHX9 DICER1 DLD DNAJA1 DPM1 DPYSL2 DST DSTN DUSP3 DUT DYNC1I2 DYNLL1 DYNLT3 DYRK1A E2F3 EEF1D EIF1AX EIF2AK2 EIF3F EIF3I EIF4H ELOVL5 ENPP2 EPS15 EPS8 ERBB3 ETF1 ETFA EVI2B F2R F2RL1 FABP4 FAM168B FAM3C FAT1 FBXO9 FECH FGL2 FHL1 FMO3 FNBP1L FNDC3A FNTA FOXJ3 FPGT FRMD4B FYN G3BP1 GABBR1 GALC GALNT1 GBE1 GBP1 GCC2 GCH1 GCSH GDI2 GGT1 GLRX GLS GOT1 GOT2 GPC3 GRB10 GSN GSTO1 GTF2I GTF3A GULP1 GUSBP11 H2AZ1 H2AZ2 H3-3B HADH HAT1 HBA1 HBB HBD HDGF HERPUD1 HIBCH HIPK1 HLA-A HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DRA HLA-DRB1 HLA-F HLA-G HLTF HMGB2 HMGN1 HMGN3 HMGN4 HNRNPA1 HNRNPA2B1 HNRNPC HNRNPDL HNRNPH2 HNRNPK HNRNPR HPGD HSBP1 HSD17B4 HSPA13 HSPA1A HSPA5 HSPA8 HSPE1 ID1 ID2 IDH1 IFI16 IFNGR1 IFT25 IGF1R IGFBP4 IGHG1 IGHM IGKC IGLC2 IL32 IL6ST IL7R IMMT ISCA1 ITM2A JCHAIN JTB KCNJ15 KHK KNG1 KPNA2 KRIT1 LAMP2 LASP1 LEPROT LEPROTL1 LGALS1 LITAF LPGAT1 LRP2 LRRFIP1 LTN1 LUC7L3 LUM LY75 LYZ MAF MAOA MAPK1IP1L MAPRE1 MARCKS MATCAP2 MCL1 MDH1 MED13 MEGF9 MICU2 MINPP1 MMP7 MMUT MORC3 MORF4L2 MRPS18B MSH3 MSMO1 MSN MTDH MTMR4 MVP MYH10 MYH11 MYH9 MYO1B MYOF N4BP1 NACA NAP1L1 NARS1 NBN NBPF14 NCOA2 NCOA3 NDUFA5 NDUFAF1 NDUFS1 NEK4 NEK7 NIPSNAP2 NMI NNT NONO NPTN NR1D2 NREP NRIP1 NSL1 NUP153 NUP50 NXF1 OAT OGT OXA1L OXCT1 PAFAH1B1 PALLD PAM PAPPA2 PAPSS1 PARG PARK7 PARP1 PCK1 PDCD6 PDIA3 PDLIM5 PEX11B PEX3 PFN2 PGK1 PGM1 PHF3 PHKB PICALM PIK3C2A PJA2 PKM PKN2 PLAAT4 PLOD2 PLPBP PLS3 PLSCR1 PNISR PPIB PPID PPM1B PPP1R2 PPP2CB PPP2R1A PPP2R5C PRDX4 PRKAR1A PRKCI PRKRA PRPF40A PSMA3 PSMA4 PSMB9 PSMC5 PSMC6 PSMD11 PSMD14 PSME2 PTGES3 PTH1R PTMA PTP4A2 PTPN12 PTPRC PTPRD PUM1 QKI R3HDM2 RAB11A RAB1A RAB29 RAB2A RAB8A RAC1 RACK1 RALA RALBP1 RAN RAP1B RB1 RBL2 RBM3 RBP4 RBPMS RCAN1 RECQL RERE RFK RGS5 RHOA RHOBTB3 RNF6 ROCK1 RPL22 RPL36AL RPP14 RPS6KA3 RRAGA RSRC2 RSRP1 RTL8C RYK SAP18 SCAF11 SCAMP1 SCFD1 SCP2 SDCBP SEC22B SEC23A SEC24B SELENBP1 SEM1 SEPTIN10 SEPTIN6 SERBP1 SERINC1 SERINC3 SERP1 SERPINE2 SFRP1 SH3BGR SH3BGRL SHOC2 SIAH1 SKIC3 SLC16A4 SLC17A3 SLC1A1 SLC22A2 SLC25A1 SLC25A13 SLC25A46 SLC34A1 SLC39A6 SLC5A3 SMAD5 SMG1 SMG1P5 SMURF2 SNRPD3 SNRPN SNX2 SP3 SPARC SPARCL1 SPCS2 SPTSSA SRGN SRP72 SRRM1 SRSF1 SRSF11 SRSF2 SSBP1 STAT1 STAT3 STRN3 SUB1 SULT1A2 SWAP70 SYPL1 TANK TAPBP TARDBP TBCA TBCB TBL1X TCEAL4 TEK TERF1 TFPI TGFBR2 TIAL1 TM9SF1 TMED10 TMED5 TMEM123 TMX1 TNFRSF11B TNFSF10 TNPO1 TOB1 TOMM34 TOMM70 TOP2B TOPORS TOR1AIP1 TRA2A TRAPPC8 TRIM2 TRIM44 TRRAP TSC22D1 TSPAN8 TSPO TSPYL4 TUBA1A TUBA1B TUSC3 TWF1 TXNDC9 TXNL4A UBA2 UBE2N UBE4A UBQLN2 UBXN4 UFL1 UGCG UGT1A10 UGT8 UQCRC1 USP14 USP33 VAT1 VCAM1 VCAN VEGFA VIM VTI1B WASHC4 WDFY3 WEE1 WFDC2 WSB1 WWP1 WWTR1 XPO1 YWHAE YWHAH ZBTB20 ZC3H15 ZDHHC17 ZEB1 ZEB2 ZMPSTE24 ZMYM2 ZMYND11 ZNF146 FLECHNER_BIOPSY_KIDNEY_TRANSPLANT_REJECTED_VS_OK_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FLECHNER_BIOPSY_KIDNEY_TRANSPLANT_REJECTED_VS_OK_DN ABAT ABCB1 ABCC2 ABCC4 ABCC6 ABCD3 ACAA1 ACAA2 ACADM ACADSB ACAT1 ACO1 ACO2 ACOT13 ACOT2 ACOX1 ACP3 ACSM2A ACSM3 ACVR1B ACY1 ADD3 ADGRF5 ADH5 ADH6 AFM AGAP1 AGL AHCY AHCYL1 AIFM1 AK4 AKAP11 AKR1A1 AKR1C1 AKR1C3 AKR7A2 AKR7A3 ALB ALDH2 ALDH3A2 ALDH4A1 ALDH5A1 ALDH6A1 ALDH9A1 ALDOB ANK2 ANK3 ANKRD46 ANPEP ANXA7 AOC1 AP3D1 APLP2 APOH APOM AQP1 AQP3 ARMCX2 ASAP2 ASPA ASS1 ATF2 ATP2A2 ATP5F1A ATP5PF ATP5PO ATP6V0E1 ATP6V1A AUH AUTS2 AZGP1 BAMBI BBOX1 BBX BEX4 BHMT BLTP1 BNIP3 BPHL BTBD3 C11orf58 C1QBP CA12 CA2 CA4 CALB1 CALM1 CAP2 CAT CBR4 CCDC69 CCNG2 CD2AP CD9 CDC42BPA CDH1 CDK14 CDKN1C CDS1 CENPS CFDP1 CGRRF1 CLASP2 CLDN10 CLDN8 CLIC4 CLIC5 CLINT1 CLTB CNIH1 COBLL1 COL4A4 COMT COPA COPS2 COPS5 COX11 COX6A1 COX7A1 COX7B CREB3L2 CRYAA CRYAB CRYM CRYZ CSNK2A1 CTBP1 CTH CTNNA1 CTSL CYB5A CYB5R3 CYCS CYP17A1 CYP3A5 CYP4A11 CYP4F2 DAB2 DAP DDC DDOST DDT DDX10 DDX19B DDX3X DEFB1 DIO1 DLD DLEU1 DMXL1 DNAJB9 DNM1L DNPH1 DPP4 DPYS DSP DST DSTN DUSP3 DYNLT3 DZIP1 EBNA1BP2 ECH1 ECHS1 ECI1 EFHD1 EHHADH EIF1AX EIF3I ENOSF1 ENPEP ENPP2 ENTPD5 EPB41L3 EPCAM EPHX2 EPS8 ERBB3 ERBB4 ESD ESRRG ETFA EXPH5 F2R FABP1 FAH FAM168B FAM169A FAM3C FAT1 FBP1 FBXO21 FBXO9 FECH FGF1 FGF9 FH FKBP2 FMO1 FMR1 FNBP1L FNDC3A FOLH1 FPGT FUCA1 FYN G3BP1 G6PC1 GABARAPL1 GATD3 GATM GBE1 GCDH GCHFR GCSH GGH GGT1 GHITM GJB1 GLDC GLOD4 GLRX GLS GLUD2 GLYAT GOLGA4 GOT1 GOT2 GPC3 GPC5 GPD1L GPX3 GRB10 GRB14 GRHPR GSTA1 GSTA2 GTF2I GULP1 H2AZ2 HADH HADHB HAGH HDGF HGD HIBCH HIPK1 HLTF HMGCL HNMT HOXD8 HPD HPGD HPN HSD11B2 HSPA13 HSPA4 HSPA4L HSPA8 HSPB1 HSPD1 HSPE1 HTRA1 IDH1 IDH2 IGF1R IGFBP2 IGFBP4 IGFBP5 IGSF3 IMMT IMPA2 ISCA1 ITGA6 ITM2B KANK1 KBTBD11 KCNJ15 KDR KHK KIF3A KIF3B KL KNG1 KRIT1 LAMTOR5 LARP4 LGALS2 LRP2 LRPAP1 LRPPRC MAF MAOA MAOB MAPK1IP1L MARCHF6 MATCAP2 MDH1 METTL7A MFAP3L MIA2 MICU2 MINPP1 MME MMUT MORF4L2 MPC2 MPDZ MRPS18B MSH3 MSMO1 MT1E MT1G MT1X MTMR4 MTSS1 MXI1 MYH10 MYH11 MYO6 NARS1 NAT8 NCKAP1 NDRG1 NDUFA5 NDUFAB1 NDUFAF1 NDUFB5 NDUFS1 NDUFS4 NDUFS8 NEK4 NNT NONO NQO2 NR1D2 NR3C2 NREP OAT OCLNP1 OGG1 OXA1L OXCT1 PAFAH1B1 PAH PALM2AKAP2 PARD3 PARG PARM1 PC PCBD1 PCBP2 PCCA PCK1 PCK2 PDE8A PDHX PDLIM5 PDXDC1 PDZK1 PDZK1IP1 PDZRN3 PEBP1 PEPD PEX11B PEX19 PEX3 PEX7 PFN2 PGK1 PGM1 PGRMC1 PGRMC2 PHB1 PHKB PHYH PIK3C2A PIK3R1 PJA2 PLAAT3 PLEKHB2 PLG PLPBP PLS3 PMPCB PNP PODXL PPM1B PPP2CB PPP2R1A PPP2R3A PRDX2 PRDX3 PRKAR1A PRKCA PRKCI PRKRA PRNP PRODH2 PRPF40A PRPSAP2 PSMD11 PTGER3 PTGES3 PTH1R PTPN3 PTPRD PUM1 QPRT R3HDM2 RAB1A RAB29 RAB2A RAB40B RABGGTB RBP4 RBPMS RCAN1 RDX RFK RGN RHOBTB1 RHOBTB3 RIDA RNASE4 RNF14 RNF6 RPP14 RPS6KA3 RRAGA RRAS2 RTL8C RTN4 SALL1 SC5D SCAF11 SCAMP1 SCP2 SDC1 SDHA SDHB SDHC SEC23A SELENBP1 SEPHS2 SEPTIN10 SERBP1 SERINC1 SERPINA5 SERPINI1 SETD3 SH3BGR SH3YL1 SHANK2 SHMT1 SLC12A3 SLC13A3 SLC16A4 SLC16A7 SLC17A1 SLC17A3 SLC1A1 SLC22A2 SLC22A6 SLC25A1 SLC25A13 SLC25A36 SLC25A4 SLC25A46 SLC26A4 SLC27A2 SLC31A1 SLC34A1 SLC37A4 SLC39A14 SLC3A2 SLC4A4 SLC5A12 SLC5A3 SLC7A7 SLC7A8 SMAD4 SMAD5 SMG1 SMPDL3A SNRPD3 SNRPN SNX2 SNX4 SOD1 SORD SPTSSA SRRM1 SRSF1 ST13 STRAP STRN3 SULT1C2 SYPL1 TECR TEK TERF1 TMBIM6 TMED10 TMED5 TNFRSF11B TNPO1 TOB1 TOMM20 TOMM34 TOMM70 TOX3 TRIM2 TRIM44 TSC22D1 TSPYL4 TST TUBB2A TXN UBA1 UBE2E3 UFL1 UGDH UGT1A10 UGT2B15 UGT2B7 UGT8 UQCRC1 UQCRC2 UQCRFS1 UQCRQ USP14 USP2 VAT1 VDAC1 VDAC2 VEGFA VTI1B WEE1 WWP1 WWTR1 XPNPEP2 YES1 YWHAE ZBTB20 ZC3H14 ZDHHC17 ZMYND11 ZNF117 ZNF124 ZNF148 ZNF91 FLECHNER_BIOPSY_KIDNEY_TRANSPLANT_REJECTED_VS_OK_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FLECHNER_BIOPSY_KIDNEY_TRANSPLANT_REJECTED_VS_OK_UP ACKR1 ADAM15 AIF1 ALDOC AOAH APOC1 ARPC1B C1QB CCL5 CCND3 CD14 CD163 CD2 CD27 CD3D CD48 CD52 CD53 CD8A CELF2 CFD COL6A3 CORO1A CSTA CXCR4 DOCK2 EIF2AK2 ENTPD1 FABP5 FCER1G FCGR1A FCGR3A FCN1 GBP2 GLIPR1 GLUL GMFG GZMA HCLS1 HLA-F IFFO1 IFI30 IFITM1 IL10RA IL10RB IL4R INPP5D ISG20 ITGB2 LAPTM5 LCK LCN2 LCP1 LGALS9 LILRB4 LST1 LTF LY86 MMP9 MOXD1 PDE6D PIM2 POLR2A PRKCB PSMB8 PTPRC RAB27A RAB31 RAC2 RASSF2 RBMS1 RGS10 RHOH S100A4 S100A8 SFN SLA STAT1 TMEM131L TNFRSF1B TRBC1 TYMP TYROBP UBC UBE2L6 USP9X VSIG4 WARS1 FLECHNER_PBL_KIDNEY_TRANSPLANT_OK_VS_DONOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FLECHNER_PBL_KIDNEY_TRANSPLANT_OK_VS_DONOR_DN ABL1 AHR AMFR ANP32E ANXA5 ARFGAP3 ATP6V1G1 BCLAF1 CANX CD53 CDC42EP3 DDX5 DNAJB6 EID1 ETFA FLI1 GADD45B HAUS2 IGKC IL1B IMPA1 ITSN2 LY96 LYN MAPK14 MIR22HG MKNK1 NFYA PAX8 PPP1R10 PTPN12 PYROXD1 RAB11A RHEBP1 SLC2A3 SQLE TENT4A TRAF3IP2 TRAF3IP3 UBE2E3 USP7 ZBED4 FLECHNER_PBL_KIDNEY_TRANSPLANT_OK_VS_DONOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FLECHNER_PBL_KIDNEY_TRANSPLANT_OK_VS_DONOR_UP AASDHPPT ACO2 ACTB AGL AHNAK ALOX5AP ANAPC13 ANP32B ARHGAP1 ARID5A ATP5F1A ATP5MC1 BICD2 BMS1 BPHL BTN3A2 CAD CAMKK2 CAPZB CCT7 CD58 CDIPT CGB3 CHD3 CLEC11A CLTC CLU CPNE1 CTSD CTSK CUL4B CYC1 DAP3 DCTD DEDD DHX9 EEF1B2 EIF3F EMG1 FLT3LG FTH1 GSPT1 H3P37 H4C3 HAX1 HBEGF HIPK1 HYOU1 IK IKBKE IL2RG IMMT IPCEF1 ITGB1 JUND KLF6 KLHL21 LAMP2 LAMTOR5 LGALS9 LMO1 LRP10 LSM2 LST1 MAGED1 MAN2A2 MAP2K1 MBOAT7 MICAL2 MORC3 MTMR1 MYD88 NCOR2 NDUFB5 NELFB NSD2 NUBP1 NUMB OAT OGT OXA1L PA2G4 PCF11 PECAM1 PHF2 PIK3R1 PLIN3 PPM1A PPP1R15A PRKAR1A PRMT1 PRPS1 PSMA2 PSMA4 PSMA5 PSMB4 PSMD9 PTGER2 PTPN11 RACK1 RAD23A RBPJ RGS2 RPL11 RPL19 RPL23 RPL35 RPLP0 RPN1 RPS20 RPS23 RPS29 RSU1 SARS1 SAT1 SATB1 SETD1A SF1 SF3B4 SMARCE1 SRRM1 SRSF3 SRSF8 STAT4 STK19 STK38 STXBP1 SYNCRIP TAF7 TAPBP TFRC TIMM17A TMCC1 TMED2 TOP2B TRAF3IP3 TRIM58 TSFM TUBGCP2 TXN TXNL4A UBE2I UBE4A UGCG URI1 VAMP5 VAV1 VDAC1 WIPF2 YWHAZ ZNF337 ZNF384 ZPR1 FLECHNER_PBL_KIDNEY_TRANSPLANT_REJECTED_VS_OK_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FLECHNER_PBL_KIDNEY_TRANSPLANT_REJECTED_VS_OK_DN ACO2 ADGRG1 ANAPC13 BICD2 CD46 CDKN1B CHAF1A COX7C CTCF EIF3K FTH1 GAPDH GOLGA1 GSPT1 GTF2B HSPA9 IK IL2RG ITGB1 LMO1 LRP10 LTB MAN2A2 MAPK14 MCM7 MYD88 PCBP2 POLR2H POMK POU4F1 PPP1R15A PTGER2 RABGGTB RALBP1 RIOK3 RPL11 RPL28 RPS2 SAFB2 SETD1A SLC3A2 SRSF3 SRSF8 STK38 SYNCRIP SYNPO TES TMEM63A TRAF3IP3 TXNL4A ZNF148 FLECHNER_PBL_KIDNEY_TRANSPLANT_REJECTED_VS_OK_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FLECHNER_PBL_KIDNEY_TRANSPLANT_REJECTED_VS_OK_UP AGPAT1 ANP32E ANXA4 ARHGEF1 ATR B2M CANX CBX1 CD47 CDK7 CDKN1C CENPB DAXX DCTN6 DNPEP GOT2 H2AC18 H2AC6 HNRNPA3 ICAM2 IDS IGKC ITM2A ITPK1 KLC1 KPNA2 LITAF LYN MCM6 MPV17 MTDH MTMR4 NFYA OTUD4 PARP1 PCGF2 PDLIM5 PLP2 POLR1C PSMD14 PSMD6 PTPN12 REEP5 RNF144A RPA2 SELPLG SERPINE2 SH2B1 SHOC2 SPCS2 SPINT2 SRF TASOR TAX1BP1 TAX1BP3 TMED10 TRA2A TSC22D3 TUBB2A TXNRD1 UBE2E3 ULK2 XRCC5 ZBTB14 ZFC3H1 FLORIO_HUMAN_NEOCORTEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FLORIO_HUMAN_NEOCORTEX ACSM2B AHSP AMY1B APOBEC3A APOL1 CCDC168 ENSG00000187951 ERAP2 ERVW-1 FAM177B FAM9C FCRL4 FUT6 GLYATL1 GRK7 KRTAP15-1 LAMB4 LEUTX LINC01550 LINC01553 LINC02108 LINC02860 LINC02864 LINC02910 MAP1LC3C MGAT4EP MRPL42P1 MUC22 NDUFV1-DT OR10K1 PARP15 PCDH11Y PGA3 PIWIL3 POM121L7P POU5F1B PRSS40A SP140L SPANXN1 TRIM22 TSBP1 UGT2B15 ZIM3 ZNF221 ZNF492 ZNF705G ZNF716 FLORIO_NEOCORTEX_BASAL_RADIAL_GLIA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FLORIO_NEOCORTEX_BASAL_RADIAL_GLIA_DN ACBD7 ADGRF5 AK4 ANLN ANO5 ANP32E ANXA1 APOD ARHGAP11A ARHGAP19 ASPM ATP9B AURKA AURKB BIRC5 BLM BRCA1 BRCA2 BRIP1 BUB1 BUB1B C21orf62 C5 CCNA1 CCNB1 CCNB2 CDC20 CDC45 CDCA2 CDCA3 CDCA5 CDCA8 CDK1 CDKN3 CENPA CENPE CENPF CENPK CENPL CENPM CENPU CEP152 CHEK2 CIP2A CKAP2 CKAP2L CKS1B CKS2 COL1A2 DEPDC1 DEPDC1B DLGAP5 DSN1 DTL DUSP10 E2F8 EDNRB ELMO1 EMP1 EPB41L2 ESCO2 ESPL1 EXO1 EXPH5 FAM111A FAM124B FAM72A FAM72B FAM72D FANCD2 FANCI FBXO5 FGFR2 FN1 FOXM1 FSTL1 GAS2L3 GEM GINS1 GRIN2A GTSE1 H1-1 HAPLN1 HBA1 HBA2 HBG1 HJURP HMGB2 HMGN2 HMMR HSD17B11 IL32 IQGAP3 ITM2A KIF11 KIF14 KIF15 KIF18A KIF18B KIF20A KIF22 KIF23 KIF2C KIF4A KIFC1 KNSTRN KNTC1 KPNA2 LDLR LMNB1 LRP4 LUM MAD2L1 MAP7D3 MCC MELK MFAP4 MIS18BP1 MKI67 MND1 MSH5 MYBL2 NCAPD2 NCAPG2 NCAPH NDC80 NDE1 NEK2 NEMP1 NID1 NSUN7 NUF2 NUSAP1 PARPBP PBK PCDH11X PDGFD PHGDH PIMREG PLK1 PLK4 POC1A POGLUT3 POLQ PRC1 PRELP PRR11 PSRC1 PTTG1 RACGAP1 RAD51AP1 RFTN2 RRM2 SEMA5A SERPINE1 SERTAD4 SGO1 SGO2 SHCBP1 SKA1 SKA3 SLC15A2 SLC35G2 SMC4 SPAG5 SPARC SPC25 SULT1C4 TACC3 TENT5C TFPI TGIF1 TIMELESS TK1 TMEM255A TMEM47 TOP2A TPX2 TRAIP TRIM59 TROAP TTK TUBB6 UBE2C UBE2T UGT8 VCAM1 WEE1 XRCC2 ZWINT FLORIO_NEOCORTEX_BASAL_RADIAL_GLIA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FLORIO_NEOCORTEX_BASAL_RADIAL_GLIA_UP ABCA9 ABCB5 ABCC9 ABCG5 ACAN ACOT11 ACSL6 ACSM2B ACVR1C ADAMTS4 ADAMTS6 ADAMTS9 ADGRL2 ADGRL4 ADRA1A ADTRP AGMO AHSP AICDA AIPL1 AKR1D1 AMY1B ANKRD55 APCDD1 APOBEC3A APOL1 APOL6 APOLD1 ARHGAP24 ARHGAP28 ARHGEF28 ASB15 ASCL1 ASPA AXDND1 BEND7 BEST3 BLOC1S6 BMPER BNC1 BNC2 BNIPL BPIFC BRS3 BVES C1QTNF7 C21orf58 C2orf50 C4orf36 C5AR2 C7 CADPS2 CALCR CCDC150 CCDC168 CCDC190 CCNF CCR2 CCR8 CD22 CD96 CDCP1 CDHR4 CEACAM1 CELA3A CENPI CEP55 CFAP54 CFAP97D1 CGNL1 CHDH CHRDL1 CLEC12A CLEC1B CLMN CLNK CNBD2 CNKSR3 COBL COL28A1 COL4A1 COL8A1 CPA4 CPNE8 CPT1A CRABP1 CRB1 CRX CTCFL CUX2 CXCL9 CXXC4 CYSLTR2 DDO DMC1 DNAJC12 DOCK5 DPPA4 DSC3 E2F2 E2F7 EBF1 EBPL ECT2 EHF ELF5 EML6 ENAM ENSG00000187951 EOGT EOMES EPHA3 ERAP2 EREG ERVW-1 ESRP1 ETS1 FAM177B FAM241A FAM83D FAM9C FBLIM1 FCRL4 FGF5 FLT1 FMOD FOXN4 FOXP2 FRK FUT6 FYB2 GAB3 GADL1 GATAD1 GBP6 GCNT3 GDF5 GIMAP1 GLIPR1L2 GLYATL1 GPC5 GPR151 GPR157 GPR83 GREB1 GRK7 H2BC15 HES2 HFE HHAT HRK HSD17B13 HSPA2 HTR2C HTR3B HTR4 ICAM2 IFNA6 IFNLR1 IL1RL1 IL5RA INSM1 IRAG2 IRF1 IRF6 ISG20 ITGB7 ITGBL1 IYD JAML KANK4 KBTBD12 KCNE4 KCNG3 KCNJ15 KIAA1328 KLRD1 KNL1 KRTAP15-1 KRTAP24-1 L1TD1 LAIR1 LAMB4 LAMC2 LAX1 LEAP2 LEUTX LGSN LINC01550 LINC01553 LINC02108 LINC02860 LINC02864 LINC02910 LRRC36 LRRC38 LYZ MAB21L3 MACC1 MAP1LC3C MARVELD2 MBNL1 MCOLN3 MEFV MFSD4B MGAT4EP MINAR2 MORC4 MRAP2 MRPL42P1 MSRB3 MUC22 MYO3B MYOCD MYPN NAT1 NDUFV1-DT NEBL NEK7 NEUROD4 NFATC2 NIPAL1 NNMT NPFFR1 NPY2R NRP1 NUAK2 OAS2 ODAPH OLFML1 OPHN1 OPRK1 OR10J3 OR10K1 OR10K2 OR1N2 OR3A1 OR4D5 OR4K2 OR52A5 OR5H6 OR8D4 OR8K1 ORC4 PAMR1 PARP14 PARP15 PAX3 PCDH11Y PCDH18 PCTP PDE3A PDE4C PDE6A PDE7B PENK PGA3 PIF1 PIWIL3 PLA2R1 PLB1 PLXDC1 PLXNA4 POM121L7P POU2AF1 POU5F1B PPARGC1A PPM1H PPP1R17 PPP1R3B PRRG4 PRSS40A PTPN14 PTPRJ PYHIN1 RARB REL RGS5 RHAG RHOH RNASE11 RNASEL RNF125 ROR1 RSAD2 S100A2 S100Z SAMD5 SAMD7 SAPCD2 SASH1 SCGB2A2 SCIMP SCN11A SDR16C5 SELE SELL SERPINA5 SERPINB5 SFMBT2 SGCD SHE SHISA9 SHROOM4 SIX4 SLC10A1 SLC14A1 SLC14A2 SLC16A12 SLC17A4 SLC17A6 SLC22A24 SLC28A2 SLC36A2 SLC38A11 SLC6A4 SLC9A4 SLFN12L SMAD3 SNX24 SP140L SPANXN1 SPN SPZ1 STAT4 STC1 STEAP2 STIL SULT1B1 SULT1C2 SULT2A1 SV2C SYNPO2 SYT9 TBC1D8B TCAF2 TDRD1 TECRL TERB1 TES TESPA1 TEX101 TEX14 TEX38 THBS1 TIMD4 TLR3 TM4SF1 TM4SF19 TMC7 TMEM154 TMEM212 TMEM236 TNFSF10 TOGARAM2 TPRG1 TRIM22 TRIM58 TRIM66 TSBP1 TTC39B TTC6 TTN UGT2B15 UPK1B VAV3 VSIG1 VSTM4 WDR31 WDR93 WFDC8 WNT5A WWTR1 XKR9 YES1 ZBTB8B ZFP42 ZFP57 ZIM3 ZNF221 ZNF492 ZNF608 ZNF705G ZNF716 FLOTHO_PEDIATRIC_ALL_THERAPY_RESPONSE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FLOTHO_PEDIATRIC_ALL_THERAPY_RESPONSE_DN ANKRD40 ASF1B BAIAP2 CA12 CASP8AP2 CD8B CNR1 DDX60 DHX58 EHMT2 ESPL1 FBN2 IGHV3-7 INSM1 JAKMIP2 KLHL11 LMNB1 MRGBP MRPL28 PALMD PDLIM2 POLD1 SNN TCL6 TMEM131L TNFSF13 TRIM21 TTLL4 ZCCHC24 ZNF135 ZSCAN12 FLOTHO_PEDIATRIC_ALL_THERAPY_RESPONSE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FLOTHO_PEDIATRIC_ALL_THERAPY_RESPONSE_UP AKAP13 ALX4 CD34 CD69 CDC42EP3 CLEC2B CTDSPL EEF1G EEF2 EIF3D EIF3L EIF4B EMP1 FAU FXYD5 IL12RB1 ITGA6 KLF10 MACO1 MXRA7 NDRG1 OLFML2A RAB14 RAB1A RNF139 RPL13A RPL17 RPL22 RPL27 RPL37A RPL5 RPL6 RPL7 RPLP0 RPS16 RPS19 RPS20 RPS28 RPS5 RPS6 RPS9 RSL24D1 SLC38A2 STAM SYPL1 TBC1D15 TMED2 TMEM87A TOMM20 TPT1 VAMP3 ZDHHC11 FONTAINE_FOLLICULAR_THYROID_ADENOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FONTAINE_FOLLICULAR_THYROID_ADENOMA_DN ABCA8 ATR BANF1 BAP1 BNIP3 C1QBP CASP4 CCL11 CCND3 CD274 CD38 CD47 CITED1 CLDN1 CLDN7 CLGN COX7B CTIF DCLK1 DPP4 ECM1 ELK4 EPRS1 FABP5 FAM107A FAM117A GFPT2 GLRX2 GPI HCLS1 IFI30 IGSF10 IL2RA KLF4 KLRD1 KLRK1 KPNA2 LILRB3 LPAR1 MAN1A1 MAP2 MDH1 MLLT1 MYC NOTCH1 PCSK6 PICK1 PITPNA PLCG2 PTGES RBBP4 RGS19 RPS6KA5 S100A10 S100A12 S100A6 SCEL SENP6 SLF2 SPDEF SPI1 SYP TENM1 TMEM14B TTC7B VDAC1 WAS ZMYM6 ZNF217 ZNF275 FONTAINE_FOLLICULAR_THYROID_ADENOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FONTAINE_FOLLICULAR_THYROID_ADENOMA_UP AMPD2 ARHGAP21 ARIH2 ARMCX4 ASGR1 BAG6 BCL2L11 CABIN1 CCNE1 CDH1 CDH16 CRLF3 CTBP2 DAP DDX56 E2F5 ECI1 EIF4G1 EPHB6 FAM174B FBXL16 FBXW8 FCGBP FGFRL1 FLT4 FMO2 GALT GATA3 GCLC GLG1 HDAC9 ID1 IL11RA KIF18B KLF1 KRT34 LGALS3BP LINC02366 LMLN LRP5 MAPK15 MBNL1 MESD MT1A NDUFA7 NEXN NR6A1 NT5C2 NUP107-DT OAZ2 PAX8 PBXIP1 PDLIM1 PLXNB2 PPARD PRKG1 PRUNE1 PTK2 RAD51B RANBP10 RBM25 RPS6KA2 SEMA4B SETD5 SGCG SH3RF2 SLC29A2 SPACA6 SPATA3-AS1 SWI5 TAOK2 TOMM40 TSPAN5 UBA7 USP13 WSCD2 ZNF512B ZNF76 FONTAINE_PAPILLARY_THYROID_CARCINOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FONTAINE_PAPILLARY_THYROID_CARCINOMA_DN ABCA8 ASGR1 BAK1 BAP1 BMP5 C16orf86 CABIN1 CBL CCL11 CCL28 CD274 CD33 CD34 CD38 CDH16 CT75 CYTH3 DCLK1 DIO1 E2F5 F5 FBXW8 FCGBP FLT4 FRZB GFPT2 GPD1 HOXD11 IGSF10 IL24 IL2RA IRAK1 JUP KCNQ2 KIZ KLF1 KLHL9 KLK2 KLRD1 KRT34 LHB LILRB3 LINC02366 LMLN MAPK3 MATN1 MATN2 ME3 MFAP3L MLPH MT1A ODAM PCSK6 PICK1 PLCG2 PPIL4 PRUNE1 PTGES PTPN4 RAD51B RANBP10 RNF32 ROGDI RUNX3 SGCG SH3RF2 SHISA9 SPATA3-AS1 SPEF2 SPI1 STYXL1 SYP TMA16 TRIP12 TSPAN5 TWIST1 USP13 VAV2 ZNF275 ZNF44 FONTAINE_PAPILLARY_THYROID_CARCINOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FONTAINE_PAPILLARY_THYROID_CARCINOMA_UP ABCC3 ADRB3 ARMCX3 CA11 CAPN3 CCND3 CCNE1 CD4 CD47 CD63 CDH3 CITED1 CLDN1 CLHC1 COX15 CTNNA1 CTTN DPP4 ECM1 ETV4 FAM107A FMO5 FUS GATB HCLS1 HSPB7 IGF2BP2 IL19 ILF2 KCNK5 KLF4 KPNA2 KRT18 LGALS3BP LMO3 MLLT1 NACC1 NELFA NIPAL3 NOTCH1 PDCD4 PDLIM1 PITPNA PLXNB2 PRKG1 PSAT1 RBBP4 RPS6KA2 S100A10 S100A6 SCEL SENP6 SHE SLC22A18 SLPI SNCB SNRPG SPACA6 SPP1 TENM1 TESC TEX13A TMEM45B VCL VTI1A ZNF217 FONTAINE_THYROID_TUMOR_UNCERTAIN_MALIGNANCY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FONTAINE_THYROID_TUMOR_UNCERTAIN_MALIGNANCY_DN ATR BAP1 CD274 CD38 FRZB HCLS1 IFITM3 IGSF10 IL24 IL2RA ITGA4 KIZ KLF1 KLK2 LILRB3 ODAM PCSK6 PLCG2 PPIL4 PTGES ROGDI S100A10 SLPI TRAF5 TWIST1 VAV2 FONTAINE_THYROID_TUMOR_UNCERTAIN_MALIGNANCY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FONTAINE_THYROID_TUMOR_UNCERTAIN_MALIGNANCY_UP AQP4 ARIH2 ARMCX4 BCL2L11 CA11 CAPN3 CCL1 CD4 CD63 CHRAC1 CITED1 CLDN7 CTNNA1 FBXL16 FLT1 GRB10 IGF2BP2 KCNK5 KPNA2 MESD NIPAL3 NR2F2 OAZ2 PBXIP1 PDCD4 PSAT1 PTK2 SATB1 SNCB SNRPG SPATA3-AS1 TENM1 TESC TMEM125 TSHR UGGT1 VEGFC ZMYM5 FOROUTAN_INTEGRATED_TGFB_EMT_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FOROUTAN_INTEGRATED_TGFB_EMT_DN AGR2 ALDH1A3 ANK3 AQP3 AREG ARHGAP29 ATP8B1 BIRC3 C1orf116 CAVIN2 CD9 CDH1 CEACAM6 CEBPD CFB CFH CP CXADR CYB5A DEFB1 DEPTOR DST EHF ELF3 EMP1 EPB41L4B EPCAM ERBB3 EREG ERMP1 ESRP1 FA2H FGFBP1 FOXA2 GDF15 GRTP1 GSE1 HPGD HS3ST1 IMPA2 INHBB KRT15 KRT19 LCN2 LSR LY6E MANSC1 MBP METTL7A MMP7 MPZL2 MTUS1 MYO5C PDK4 PKP2 PLAAT4 PLS1 PPL PPP1R9A RAB25 RBM47 S100P SCNN1A SERPINB1 SLC16A7 SLC27A2 SLPI SOX2 SYNE2 TBC1D8 TJP2 TMEM30B TSPAN1 VAV3 FOROUTAN_INTEGRATED_TGFB_EMT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FOROUTAN_INTEGRATED_TGFB_EMT_UP ACKR3 ADAM19 ADAMTS6 ALOX5AP ANGPTL4 AP1S2 ARHGEF40 BMPR2 CALD1 CCN2 CDH11 CDH2 CDK14 CHRNA9 COL1A1 COL3A1 COL4A1 COL4A2 COL5A1 COL5A2 COL6A3 COL7A1 CRLF1 DACT1 DHRS2 DIXDC1 DLC1 DOCK4 DSE EPHB2 FBN1 FERMT2 FHOD3 FN1 FOXD1 FSTL3 GADD45B GAL GALNT10 GASK1B GFPT2 GLIPR1 GREM1 HMOX1 HS3ST3A1 HS3ST3B1 HSF2BP HTRA1 IGFBP5 IGFBP7 IL11 INHBA ITGA5 ITGB3 JAG1 JUN JUNB KCNMA1 LMCD1 LOX LUM MAF MFAP2 MMP1 MMP10 MMP2 MN1 MRC2 MYL9 NCF2 NEDD9 NKX3-1 NREP NT5E NUAK1 PDGFC PDLIM7 PID1 PLEK2 PMEPA1 PODXL POSTN PTHLH PTPRK RGS4 SACS SCG2 SCG5 SERPINE1 SERPINE2 SKIL SLC22A4 SLC26A2 SLN SMAD7 SNAI2 SPARC SPHK1 SPOCK1 SRPX STC1 TAGLN TCF4 TGFB1 TGFB1I1 TGFBI TGM2 THBS1 TIMP2 TNFAIP6 TNS1 TP53I3 TPM1 TUFT1 VCAN VGLL3 WNT5A WNT5B XYLT1 ZNF365 FOROUTAN_PRODRANK_TGFB_EMT_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FOROUTAN_PRODRANK_TGFB_EMT_DN ABLIM1 ADORA2B AGR2 ALDH3A2 ALDH5A1 ANK3 AREG ARHGAP29 BIRC3 C1orf115 C1orf116 CAVIN2 CD9 CDH1 CEBPD CITED2 CXADR CYB5A CYP1B1 DEPTOR DST EHF ELF3 EPAS1 EPB41L4B EPCAM ERBB3 EREG ERMP1 ESRP1 FOXA2 GDF15 GLDC GPRC5C GSE1 GULP1 HOOK1 HPGD IMPA2 JAG2 KITLG KRT19 LAMA5 LY6E MAP7 MBP METTL7A MITF MMP7 MTUS1 MUC1 MYO5C NR2F2 NUP210 PDK4 PEG10 PKP2 PLAAT3 PLAAT4 PLS1 PPL PPP1R9A RAB26 RAB38 RBM47 S100P SCNN1A SERPINB1 SLC16A7 SLC27A2 SLCO4A1 SMPDL3B SORD SPRY1 SQOR SULT1A1 SYBU TBC1D8 TFAP2A TJP2 TNFAIP2 TPD52L1 FOROUTAN_PRODRANK_TGFB_EMT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FOROUTAN_PRODRANK_TGFB_EMT_UP ABCA1 ACKR3 ACTN1 ADAM12 ADAM19 ADAMTS6 AKT3 ALOX5AP AMIGO2 ANGPTL4 ANKLE2 AP1S2 APBB2 ARFGAP1 ARHGEF40 BHLHE40 BMAL1 BMP1 BMP2 BMPR2 BPGM C3orf52 CALD1 CCN2 CD59 CDH11 CDH2 CDK14 CHRNA9 CHST11 COL1A1 COL4A1 COL4A2 COL5A1 COL7A1 CRLF1 CYTH1 DAAM1 DACT1 DHRS2 DIXDC1 DLC1 DOCK4 DSE DUSP10 ELK3 EML1 EPHB2 ETS2 FAM114A1 FBN1 FERMT2 FHOD3 FN1 FOXD1 FSTL3 GADD45B GAL GALNT10 GASK1B GFPT2 GLIPR1 GNG11 GRB10 GREM1 HMGA2 HMOX1 HRH1 HS3ST3A1 HSF2BP HTRA1 IGFBP5 IGFBP7 IL11 INHBA INPP4B ITGA5 ITGB3 JAG1 JARID2 JUN JUNB KCNJ15 KCNMA1 KDELR3 KLF7 LAMC2 LARP6 LBH LMCD1 LOX MAF MAGED2 MAP1LC3B MATN3 MBOAT2 MFAP2 MICAL2 MMP1 MMP10 MMP2 MMP9 MN1 MRC2 MYL9 MYO10 NCF2 NEDD9 NKX3-1 NREP NRIP3 NT5E NUAK1 PALLD PDGFA PDGFC PDLIM7 PEA15 PID1 PIK3CD PLAUR PLEK2 PMEPA1 PODXL POSTN PRR5L PSMD2 PTHLH PTPN21 PTPRK PXDC1 RALA RFTN1 RGS4 RUNX2 SACS SCG5 SEMA3C SERPINE1 SERPINE2 SIK1 SKIL SLC22A4 SLC26A2 SLCO2A1 SLN SMAD7 SMURF2 SNAI2 SPARC SPDL1 SPHK1 SPOCK1 SRPX SRRD STC1 TAGLN TAGLN2 TBX3 TCF4 TFPI2 TGFB1 TGFB1I1 TGFBI TGM2 THBS1 TIMP2 TMCC1 TNFAIP6 TNS1 TP53I3 TPM1 TPM4 TPST1 TPST2 TUBA1A TUBA4A TUFT1 VCAN VEGFC VIM WNT5A WNT5B XYLT1 ZNF365 FOROUTAN_TGFB_EMT_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FOROUTAN_TGFB_EMT_DN ABLIM1 ADORA2B AGR2 ALDH1A3 ALDH3A2 ALDH5A1 ANK3 AQP3 AREG ARHGAP29 ATP8B1 BIRC3 C1orf115 C1orf116 CAVIN2 CD9 CDH1 CEACAM6 CEBPD CFB CFH CITED2 CP CXADR CYB5A CYP1B1 DEFB1 DEPTOR DST EHF ELF3 EMP1 EPAS1 EPB41L4B EPCAM ERBB3 EREG ERMP1 ESRP1 FA2H FGFBP1 FOXA2 GDF15 GLDC GPRC5C GRTP1 GSE1 GULP1 HOOK1 HPGD HS3ST1 IMPA2 INHBB JAG2 KITLG KRT15 KRT19 LAMA5 LCN2 LSR LY6E MANSC1 MAP7 MBP METTL7A MITF MMP7 MPZL2 MTUS1 MUC1 MYO5C NR2F2 NUP210 PDK4 PEG10 PKP2 PLAAT3 PLAAT4 PLS1 PPL PPP1R9A RAB25 RAB26 RAB38 RBM47 S100P SCNN1A SERPINB1 SLC16A7 SLC27A2 SLCO4A1 SLPI SMPDL3B SORD SOX2 SPRY1 SQOR SULT1A1 SYBU SYNE2 TBC1D8 TFAP2A TJP2 TMEM30B TNFAIP2 TPD52L1 TSPAN1 VAV3 FOROUTAN_TGFB_EMT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FOROUTAN_TGFB_EMT_UP ABCA1 ACKR3 ACTN1 ADAM12 ADAM19 ADAMTS6 AKT3 ALOX5AP AMIGO2 ANGPTL4 ANKLE2 AP1S2 APBB2 ARFGAP1 ARHGEF40 BHLHE40 BMAL1 BMP1 BMP2 BMPR2 BPGM C3orf52 CALD1 CCN2 CD59 CDH11 CDH2 CDK14 CHRNA9 CHST11 COL1A1 COL3A1 COL4A1 COL4A2 COL5A1 COL5A2 COL6A3 COL7A1 CRLF1 CYTH1 DAAM1 DACT1 DHRS2 DIXDC1 DLC1 DOCK4 DSE DUSP10 ELK3 EML1 EPHB2 ETS2 FAM114A1 FBN1 FERMT2 FHOD3 FN1 FOXD1 FSTL3 GADD45B GAL GALNT10 GASK1B GFPT2 GLIPR1 GNG11 GRB10 GREM1 HMGA2 HMOX1 HRH1 HS3ST3A1 HS3ST3B1 HSF2BP HTRA1 IGFBP5 IGFBP7 IL11 INHBA INPP4B ITGA5 ITGB3 JAG1 JARID2 JUN JUNB KCNJ15 KCNMA1 KDELR3 KLF7 LAMC2 LARP6 LBH LMCD1 LOX LUM MAF MAGED2 MAP1LC3B MATN3 MBOAT2 MFAP2 MICAL2 MMP1 MMP10 MMP2 MMP9 MN1 MRC2 MYL9 MYO10 NCF2 NEDD9 NKX3-1 NREP NRIP3 NT5E NUAK1 PALLD PDGFA PDGFC PDLIM7 PEA15 PID1 PIK3CD PLAUR PLEK2 PMEPA1 PODXL POSTN PRR5L PSMD2 PTHLH PTPN21 PTPRK PXDC1 RALA RFTN1 RGS4 RUNX2 SACS SCG2 SCG5 SEMA3C SERPINE1 SERPINE2 SIK1 SKIL SLC22A4 SLC26A2 SLCO2A1 SLN SMAD7 SMURF2 SNAI2 SPARC SPDL1 SPHK1 SPOCK1 SRPX SRRD STC1 TAGLN TAGLN2 TBX3 TCF4 TFPI2 TGFB1 TGFB1I1 TGFBI TGM2 THBS1 TIMP2 TMCC1 TNFAIP6 TNS1 TP53I3 TPM1 TPM4 TPST1 TPST2 TUBA1A TUBA4A TUFT1 VCAN VEGFC VGLL3 VIM WNT5A WNT5B XYLT1 ZNF365 FORTSCHEGGER_PHF8_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FORTSCHEGGER_PHF8_TARGETS_DN AASDHPPT ABCB10 ABCG2 ABI2 ABL2 ACAT2 ACSS2 ACTR1A ADCY9 ADGRA2 ADRA1B AFF4 AGPAT1 AGPAT3 AGPAT4 AHNAK AHNAK2 AIDAP2 AKAP12 ALDH16A1 ALPP AMMECR1 ANAPC13 ANKFY1 ANKRD13A ANKRD2 ANXA8L1 AOX1 AP1S2 AP3S2 AP4E1 APEH APH1A AQP1 ARF4 ARHGAP1 ARHGDIB ARHGEF28 ARID3B ARL1 ARNT2 ARPC1A ARPP19 ASL ASRGL1 ATG16L2 ATP11A ATP6V0A4 AXL B3GNT3 B4GALT5 BAD BAIAP2 BAIAP2L2 BAK1 BCAR1 BCAT1 BCL2L1 BICC1 BIRC3 BLCAP BMAL2 BPNT2 BRD3OS BTBD1 BTBD10 BTRC C12orf4 C14orf119 C20orf141 C2CD2 C3orf18 C3orf52 C9orf40 CALHM3 CALM1 CAMK2N1 CANX CAPG CARD19 CASK CAST CATSPER1 CAV1 CCDC6 CCDC85C CCDC9B CCL5 CCND3 CCNDBP1 CCNL2 CCSER2 CD24 CD47 CD59 CD82 CD9 CDCA7L CDH16 CDV3 CDYL2 CEACAM1 CELF1 CELF4 CEMIP2 CFAP251 CGGBP1 CGN CHCHD10 CHCHD7 CHKA CHMP1B CHMP3 CHP1 CHST14 CHSY1 CIAO2B CIB1 CILK1 CLASP2 CLN5 CMTM6 CNOT6 COL16A1 COL4A6 COL5A3 COL6A1 COQ10A CORO2A COX8A CPEB4 CREBL2 CRYBG2 CSTF2T CSTF3 CTNNAL1 CTNND1 CTSS CUL4B CXADR CYB5R2 DARS1 DCAF11 DCAF6 DCAF7 DCP2 DCTD DCTN4 DCTN5 DEF8 DENND1A DENND2A DHRS1 DHRS11 DHRS2 DHX58 DIAPH3 DIMT1 DIO2 DKK1 DKK3 DLG5 DNAAF5 DNAJB6 DNAJC18 DOK7 DPAGT1 DPH3 DPH3P1 DPH5 DPY19L1 DPYSL2 DPYSL5 DUSP18 DYNC2H1 DYSF EBI3 ECT2 EDN1 EFCAB11 EFHC1 EFL1 EFR3B EGLN1 EHD1 EHD2 EID1 EID2 EIF1AX EIF1AY EIF4G3 EIF5A2 ELL2 ELMO2 ELMOD2 ELOA ELOVL7 EML1 EMP1 ENO2 ENTREP1 ENY2 EPB41L1 ERC1 ERCC6L2 ERGIC1 ERLIN1 EXT1 F11R FAHD1 FAM111A FAM168B FAM172A FAM174A FAM25A FANCD2 FANCL FBLIM1 FBN1 FBXL3 FBXO21 FBXO42 FCHO2 FER FGF13 FGF18 FGFBP1 FIGNL1 FITM2 FKBP11 FLNB FN1 FN3KRP FRMD6 FSD1 FSTL1 FSTL3 FUT8 FZD2 GABARAP GATAD1 GATAD2A GBE1 GBP3 GCA GDE1 GDPD5 GFM2 GFPT1 GGACT GJB3 GJB5 GLRX GMFB GNA12 GNAQ GNB1 GNB4 GNL1 GPAT3 GPR39 GPSM1 GRB2 GSTM4 GTF3C4 GTPBP3 GULP1 H1-0 HACD3 HDAC4 HEG1 HEMK1 HEXIM1 HIPK1 HIVEP2 HK1 HMGCS1 HMGN2 HMGN2P4 HMGN2P46 HMGN4 HNRNPDL HNRNPR HR HRK HS1BP3 HS2ST1 HSPA6 HYAL1 IDH3A IDS IER3IP1 IFFO1 IFI27L1 IFI44 IFIH1 IFIT1 IFIT2 IFIT3 IFT25 IGFBP6 IGFBP7 IGFN1 IL11 IL4R IL6 ILK ILRUN IMPA1 INF2 INHBB ISG15 ISG20 ITGA3 ITGB4 ITGB8 ITPK1 ITPRIPL2 JAK3 JUN KAT14 KAT2B KCNN4 KCNQ1 KCTD11 KCTD17 KCTD2 KDSR KIAA2013 KIF1B KIF1C KIF3A KIF3C KIRREL1 KLF6 KLHL9 KRT15 KRT19 KRT34 KRT80 LAMB2 LAMB3 LAMC2 LAT2 LCOR LDAF1 LGALS1 LGALSL LIMK2 LINC00165 LINC00205 LINC00667 LMCD1 LPCAT1 LRP12 LRRC75A LSS LY6K LYPD3 LYPLA2P1 LYSET MAFB MAGEF1 MAN1A2 MAOA MAP3K12 MAP3K2 MAP3K6 MAP7D1 MAPK1IP1L MAPKBP1 MAPRE1 MARVELD1 MATN2 MBNL1 MEGF8 MEOX1 METTL7A METTL9 MFAP3 MFSD3 MGLL MGRN1 MICAL2 MICALL2 MIR1915HG MMGT1 MMS22L MOB3B MOB3C MOB4 MPLKIP MPP1 MRFAP1 MRFAP1L1 MROH6 MRPS27 MSH3 MST1R MTA3 MTCL1 MTDH MTMR11 MTMR9 MTPN MUC1 MVP MYEOV MYLK MYO18A MYO5B MYO9A MZT1 NAA30 NAP1L1 NAP1L5 NAPG NAV2 NCF2 NDFIP2 NDRG4 NEDD4 NEDD4L NEU1 NF2 NFE2 NFE2L3 NFIA NFIB NFKBIE NME7 NPIPB1P NRBP2 NSF NSMCE4A NT5E NUDT22 NUFIP2 NUP155 NXT2 OASL OAT OAZ2 OBSCN OCEL1 OCRL OLFML2A OPA3 OPHN1 OPTN OSBP2 OSBPL3 OXCT1 P2RY2 PAFAH1B2 PAK6 PAMR1 PAQR6 PBX1 PBX3 PCGF5 PCLAF PCMTD2 PCNX2 PDCL PDPK1 PDZK1 PEA15 PEDS1-UBE2V1 PEX19 PFKFB4 PGM2 PHF8 PHLDA1 PHLDB2 PHLPP2 PHOSPHO2 PHTF1 PI4K2B PIAS3 PIGF PIGK PIP4P2 PKP4 PLA2G3 PLCB4 PLEC PLEK2 PLEKHA3 PLEKHA6 PLEKHA7 PLEKHB2 PLEKHG2 PLEKHG4 PLEKHJ1 PLEKHM1 PLEKHO2 PLS1 PM20D2 PNMA1 PNRC2 POGLUT2 POLDIP2 POLE3 POLR2K POLR3H PPM1N PPOX PPP1CB PPP1R12A PPP1R18 PPP1R3F PPP2R1B PPP2R2B PRKCA PROCR PRRC2B PRRG1 PRRT3 PRSS21 PRSS23 PSCA PSMD10 PTBP3 PTGER4 PTGES PTGR1 PTGS1 PTPN12 PTRH1 PTS PXN RAB1A RAB2A RAB31 RAB42 RAB7B RAB8B RABGAP1 RABGAP1L RAC2 RAE1 RANGRF RAP1B RAP1GDS1 RAP2A RASL10A RASSF7 RBM28 RELB REPS2 RETREG1 RFC1 RFTN1 RGMB RGS3 RIC8A RIGI RILP RIMBP3 RIPK4 RMI2 RNF169 ROM1 ROR1 RP2 RPL22 RPL27A RPRD1A RPS14 RRAD RRAGA RRAGC RTF1 RTL8A RTL8C RWDD4 S100A16 S100A3 S100A4 S100A6 SAMD9 SC5D SCARA3 SCD SCRN1 SDCBP SEH1L SELENOS SEMA3B SENP7 SERTAD4-AS1 SETBP1 SF3B3 SF3B5 SFN SFXN3 SH2D5 SH3TC2 SIN3B SIRT5 SKA2 SKP1 SLC12A4 SLC22A15 SLC22A18 SLC25A29 SLC25A37 SLC27A1 SLC30A1 SLC31A1 SLC35F3 SLC39A13 SLC5A6 SLC6A6 SLC7A6 SLC7A7 SLC9A6 SLX1A SMC1A SMYD3 SNHG12 SNRPA1 SNX12 SNX29 SOAT1 SOWAHC SPANXA1 SPANXB1 SPANXD SPARC SPC24 SPEG SPIN1 SPIN2B SPIN4 SPINT2 SPOCK2 SPON2 SPSB2 SPTSSA SQLE SQOR SRSF1 SSC4D SSH3 SSR1 ST6GAL1 ST6GALNAC2 STAMBP STAMBPL1 STARD7 STING1 STK17A STK39 STRA6 STX16 STXBP6 SUDS3 SUPT4H1 SUSD2 SYNC SYNPO SYT17 TACC1 TACC2 TAF7 TAOK3 TATDN3 TAX1BP3 TBC1D13 TBL1XR1 TCP11L1 TDG TECPR1 TENT2 TENT5B TEX261 TGFBR1 TGFBR3 TGM1 THBS3 THSD4 TIMP3 TINAGL1 TINCR TLR4 TMA16 TMBIM1 TMED8 TMEM139 TMEM158 TMEM164 TMEM177 TMEM183A TMEM184B TMEM190 TMEM191A TMEM248 TMEM25 TMEM263 TMEM40 TMEM50B TMEM60 TMEM64 TMEM92 TMPRSS5 TNFRSF21 TNFRSF8 TNFSF13 TNIP1 TNK2 TNNC1 TNNT1 TNS4 TNXB TOGARAM2 TOM1L2 TPD52 TPK1 TRAF1 TRAM2 TRIM29 TRIM4 TRIM63 TRIM8 TRIQK TRMT5 TRNP1 TSPAN14 TSPAN6 TSPYL1 TST TTYH3 TUBB TUFT1 TVP23B TVP23C UBE2D1 UBL3 UBR1 UBTD1 UCA1 UHMK1 ULK2 UNC13D UQCC1 UROD USB1 USF3 USP14 USP22 UTP3 VAMP8 VAPA VASH1 VDR VPS13A VPS35 VPS37A VSIG10 VWF WDR54 WIPI1 WNT6 WTAP XPA XPR1 YIF1B YOD1 YRDC ZBED5 ZBTB4 ZBTB47 ZC2HC1A ZC3HAV1 ZC3HAV1L ZHX3 ZMIZ2 ZMYND11 ZNF318 ZNF655 ZNHIT3 FORTSCHEGGER_PHF8_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FORTSCHEGGER_PHF8_TARGETS_UP A2M ACP3 ACVR2B ADAMTS1 AKR1C1 ALDH1A3 ALDH1L2 ANKRD46 ARHGAP28 ARL6IP1 ASMTL ASNS ATF4 ATF4P3 ATPSCKMT BBOF1 BCL2L11 BET1 BID BMP2 BMP6 BNIP2 C6orf62 CALML4 CALU CBX5 CBX8 CCDC6 CCDC77 CCN2 CCNY CCNYL1 CDC26 CDC37L1 CDH24 CENPV CERK CHAC1 CHML CITED2 CLN3 CMTM7 CNOT6 CRB1 CTAG1A CTSC DCAF17 DCAF4 DCBLD1 DDAH1 DDIT4 DDX3X DHRS3 DNAJB4 DPCD DPY19L4 DUSP16 DUSP2 DYNLT2B E2F5 ECE1 ECM2 EFNA1 EIF2AK4 EIF5 ENAH FAM120C FAM171A1 FAM217B FAM27B FAM86B1 FAM86C1P FAM90A10 FAM90A9 FBXW10 FBXW10B FBXW7 FKBP1A FNBP1L FOXN3-AS1 FUBP1 FZD10 FZD5 FZD7 GABPB1 GABPB2 GCLC GID8 GKAP1 GLP2R GPR180 GPT2 GRAMD1B GRB10 GSK3B HBP1 HERPUD1 HEY1 HINT3 HLX HMGB2 HMGB3P1 HMOX1 HOXA5 HTRA3 ID1 IGF1R IL20RB INHBE INSL4 INSR IQCG IQCK ITPR1 IVNS1ABP JADE1 JAG2 JMY JPT1 KCNK3 KDM7A KLF9 KLHL15 KLHL7 KLRG1 KPNB1 KRCC1 KRTDAP LCOR LIN9 LINC00467 LINC00689 LMO4 LRP8 LYG1 LYRM7 LZTFL1 MAN1A1 MAP2 MAP7 MAT2B MBTD1 MCF2L MCM3AP-AS1 MESD MGAT5 MIR17HG MIR99AHG MLXIPL MND1 MOCS2 MOK MRPL42 MRRF MTHFD2 MTLN NCOA7 NDC1 NEK10 NEK4 NFYB NKAIN1 NKAPD1 NLN NMNAT1 NPTX1 NQO1 NQO2 NR0B1 NR2F1 NR4A1 NSRP1 NUPR1 OSCP1 OTULINL PABPC4 PABPN1 PCK2 PCSK1 PDE1A PDE4D PDGFC PDHX PDK4 PHGDH PIAS2 PIERCE1 PPDPFL PRG4 PTGES2 PTP4A1 PTPN2 PTPRJ PUDP PYCR1 RAB10 RAB8A RASA4 RASD1 RASSF9 RBKS RBM33 RCOR3 RELL1 RERG RIDA RIMKLB RIMS4 RNF141 RNLS RPIA SCD SEC62 SERF1A SERF1B SERP1 SESN2 SET SETD4 SGPL1 SINHCAF SLC16A1 SLC16A6 SLC19A2 SLC2A3 SLC7A11 SLF1 SMC5 SORBS2 SPA17 SPACA9 SSU72 STC2 STEAP3 STOX2 STX6 SUZ12 SYNCRIP SYT15 TBC1D31 TBC1D4 TCP10L TFPI TFPI2 TGFBR2 TIPIN TMEM116 TMEM79 TMTC4 TNFRSF11B TNPO1 TOP2B TPCN1 TRAPPC3L TRMT10A TSPAN13 TSPAN3 TUSC2 TXNIP UCP3 UGT2B10 URI1 VAMP1 VAV3 VEGFA VLDLR VTI1B WWP1 XIAP XYLT2 YES1 YKT6 ZG16B ZNF267 ZNF280C ZNF721 ZNF76 ZP3 FOSTER_KDM1A_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FOSTER_KDM1A_TARGETS_DN ABCB6 ACAD10 ACOT8 ADAP1 AGFG1 AKAP9 AMPD3 ANKMY2 ANKRA2 ANKRD13A ANKZF1 AP1B1 AP2M1 APLP1 ARG2 ARPP19 ATP11B ATP2A3 B4GAT1 BAIAP2 BCAM BCKDHA BDH2 BLCAP BTBD1 BUB1B C1orf198 C3orf14 CC2D2A CCDC28B CDC20 CELF4 CELSR3 CHKB CIART CIZ1 CORO1A COTL1 COX6A2 CPB2 CPE CPLX1 CRIP2 CTBP2 CUL7 CWC22 DCXR DDIT3 DDX25 DDX27 DGKQ DHODH DIRAS1 DIS3L DLGAP5 DNAJC7 DND1 DRG2 DUSP11 ECHS1 EIF3C ELAC1 ELMO3 ENO3 ETFBKMT EVC F2R FAM110A FASTK FHIP1B FKBP6 FOXN4 FUOM GCAT GFM2 GFPT2 GLI2 GNA11 GNG13 GNPTG GRK6 GTPBP2 H3-3A HAGHL IDH3A IFT172 IL11RA INTS11 IRF2BP1 ITGA3 ITGB4 KATNIP KDM1A KDM4B KRBA1 KRT7 LRCH4 LRFN3 LRRC40 LTBP3 LZTR1 METRN MRPL10 MRPL35 MSLNL MTHFD2 MYD88 MZT2A NAA80 NADK NAPRT NAT8B NDST2 NDUFB11 NISCH NME3 NOS3 NPEPL1 NT5C3B NT5E OTUB2 PARD6A PBX2 PEX11A PGLS PHYKPL PIAS3 PIK3R2 PLCD1 PLOD1 POLA2 POLDIP2 POU2F1 PPP1R14D PTPA QARS1 R3HDM4 RAC3 RAPGEF3 RARG RARRES2 RARS2 RASSF1 RBKS RCCD1 RDM1 RIOK3 RNF225 RNMT RPP25L RPS6KA4 RTL6 RUVBL2 SAP30 SCLY SCYL1 SDHAF1 SEC14L1 SFSWAP SGCB SHC1 SLC25A44 SLC28A1 SLC6A9 SNAI3 SNN SNX17 SOX15 SPATA24 SPRYD4 STRIP1 SUB1 TAF5 TBC1D2 TCEA3 TET2 TFDP1 TGM1 TGM2 TIA1 TK1 TMEM131 TMEM141 TMEM186 TNRC6C TRABD TRIOBP TRMT1L TUBGCP2 UBE2D3 UBE2E1 UBE3B UBR7 URAHP VPS45 VRK1 WARS1 WDR90 WIPI2 YKT6 ZCWPW1 ZNF579 FOSTER_KDM1A_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FOSTER_KDM1A_TARGETS_UP AASS ABCC5 ACOT1 ACP3 ACSS1 ACTN2 ADGRF3 ADH4 AGMAT AGRP AIM2 AKR1C3 ALG14 ALOX5AP ANK2 AOX3P APP AQP9 ATG10 BAHD1 BARX2 BBS7 BCAS1 BEST1 BFSP2 BOLL BPIFB5P BRCC3 BRDT C5orf47 C8B CABS1 CALCOCO2 CCDC169 CCDC172 CCL25 CCT6B CD200 CD3D CD74 CDA CDC42EP5 CDH3 CDKN1A CELA1 CELA2A CFAP206 CHI3L1 CLCA1 CLCNKB CLIC6 CLPS CNTNAP2 COL2A1 COPZ2 COX7A1 CPN1 CPNE2 CPNE9 CRABP1 CRYBG1 CRYGD CRYGS CTSA CXCL14 CYP2C18 CYP2C23P CYP2J2 DCSTAMP DDR2 DEFA5 DEFB135 DEFB136 DIRAS2 DNAJC5G DPYSL3 DUSP26 DYNC1I1 EBI3 ECHDC2 ELOVL4 ERICH6 EZHIP FAM25A FAM3B FETUB FGL1 FHL1 FMR1NB FXYD5 FZD10-AS1 GCA GJB4 GMPR GPHA2 GPR137B GPR143 GREP1 GSTM1 GSTM3 GTSF1 GTSF1L H6PD HEBP2 HECW2 HLA-DQB1 HLA-DRB5 HOXB7 HOXD8 HSH2D HSPB8 HTATIP2 IDH1 IFI27 IFITM1 IMPDH1 ITGAE ITSN1 KCNU1 KISS1 KLF17 KLK1 KLK10 KLK13 KRT23 KYAT1 L3MBTL3 LDAF1 LGALS3BP LIPH LPAR1 LPL LRCOL1 LY6E LY6G6E LYZL4 MAGEA10 MAGEA13P MANSC1 MAP1LC3A MAP2 MATCAP2 MBL2 MBOAT1 MDFIC MFSD4B MGARP MGST2 MINAR2 MLLT3 MMP2 MOGAT2 MSANTD5 MT1A MT3 MX1 MYCL MYL2 MYL4 MYOM2 MYOM3 NAT1 NCKAP1L NCMAP NIN NLRP4 NPW NRG4 NTRK2 OAS1 OC90 OTOG OVOL2 PADI6 PBLD PCOLCE2 PDE6A PDLIM4 PGA5 PKD2L1 PLA1A PLAC8 PLXDC1 PMEL PNLIP POF1B POPDC3 PPP2R2C PRAMEF13 PRICKLE1 PRX PTPN22 PWWP4 QPCT RASGRP3 RBM47 RBMS2 RCSD1 REG1A RELN RIMS1 RNF170 RNF182 RRAGD SAPCD1 SASH1 SAXO1 SCML2 SELENOP SELPLG SFTPD SH3RF2 SLAMF9 SLC15A2 SLC16A9 SLC26A4 SLC30A3 SLC36A3 SLC4A5 SLC5A4 SLC6A13 SMTNL1 SNCA SPIC SPINK2 SPTBN2 SRD5A2 STK32A SULT2B1 SULT6B2P SYCP3 SYT5 SYTL3 TAF1D TAF9B TBXT TEKT1 TEX13B TEX19 THEM5 THY1 TMEM40 TMEM62 TNFRSF17 TNNI2 TNNT1 TPBG TPH2 TRPV2 TSPAN2 TSPAN8 TST TTC39C TUBA3C TULP4 UBE2L6 UROC1 USP29 VWA5A XK XPNPEP2 ZC4H2 ZSCAN5B FOSTER_TOLERANT_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FOSTER_TOLERANT_MACROPHAGE_DN ABTB2 ADAMTS4 ADAP2 ADGRG6 ADGRL2 AEBP2 AFF1 AGRN AIDA AIM2 AKT3 ALCAM ANGPT1 APAF1 AREL1 ARF4 ARHGAP26 ARHGEF3 ARID5A ARL4A ARMC8 ASB13 ATP10A ATP11B ATP9B B4GALT5 BATF2 BCL3 BCL9 BFAR BLTP1 CA2 CACNB3 CAMK2D CASP12 CASP7 CAV1 CCL22 CCND2 CD40 CD69 CD83 CD86 CDKN1A CDS1 CEBPD CEMIP2 CENPJ CGAS CH25H CHD1 CHD7 CHST11 CITED2 CMTM6 CNN3 COL18A1 COL27A1 CP CREB5 CSF1 CSRNP1 CTNNAL1 CTSC CXCL11 DAAM1 DAXX DCP1A DCP2 DENND1B DENND6B DGKA DGKH DLL1 DNAJA2 DRAM1 DUSP14 DUSP16 DUSP2 DUSP5 EDN1 ENDOD1 ENG ENTR1 ERRFI1 ETNK1 ETV3 ETV6 EXOC3L4 EXT1 EZR F11R F2R FAM241A FAM32A FANCC FAS FEZ2 FILIP1L FKBP5 FLNB FMNL2 FMR1 FNBP4 FOS FOXP1 FOXP4 FRMD4A FSCN1 FZD1 FZD5 GADD45G GBP4 GBP6 GBP7 GCA GCNT2 GDA GJA1 GK GLIPR2 GNA15 GNB4 GNG4 GOLGA3 GPR84 GPSM2 GRAMD1A GRK3 GSPT1 GYPC HBEGF HDC HHEX HIVEP2 HMGN3 HOMER1 HOPX HSPA1B ICOSLG IFI16 IFIH1 IGSF9 IKZF1 IL10 IL12B IL13RA1 IL15 IL15RA IL18 IL1B IL33 IL4I1 IL4R IL6 ILRUN INPP1 IQSEC2 IRF2 IRGM ITGAV ITGB8 ITPKB JAK2 JARID2 JDP2 JUNB KAT6A KATNA1 KHDRBS1 KLF7 KPNA3 KREMEN1 KTN1 LANCL2 LCK LCP2 LHX2 LIPG LMNA LNPK LPAR1 LRCH1 LRRFIP1 LUZP1 MACIR MAFK MALT1 MAP2K4 MAP3K8 MAPKBP1 MARCHF5 MCF2L MED13L MFSD6L MGAT4A MIER3 MINPP1 MIR155HG MITD1 MMP13 MOB3B MPP7 MT1A MT2A MTFR2 MTMR14 MTMR7 MTUS1 MX1 MXD1 MYADM MYO10 N4BP1 NAMPT NCOA7 NECTIN2 NECTIN4 NEK6 NFIL3 NFIX NFKB1 NFKBID NFKBIZ NFXL1 NIBAN1 NLRC5 NOC4L NOCT NOD1 NOS2 NOTCH1 NR3C1 NSD3 NUP58 ODC1 OGFRL1 OLR1 OTUD1 PARP14 PARP8 PCGF5 PDE4B PDLIM5 PDSS1 PDZK1IP1 PFKFB3 PHC2 PHIP PHLDB1 PIK3R6 PIM1 PLA2G4A PLAGL1 PLAUR PLEKHA2 PLEKHA4 PLEKHF2 PLOD2 PMEPA1 PML POU3F1 PPA1 PPFIBP1 PPM1K PPP1R15B PRKX PRPF38A PRPF4 PRR5L PTGS2 PTPRD PTPRJ PTX3 RAC3 RAI14 RANBP2 RAP2C RBL1 RCAN1 RCN1 REL RFFL RGS16 RHBDF2 RHOH RIGI RILPL1 RIN2 RIPK2 RMDN3 RND1 RND3 RNF125 S100A10 SAMHD1 SCHIP1 SDC4 SEC24B SECTM1 SELP SEMA4C SEPTIN11 SERPINA3 SERPINE1 SERTAD1 SERTAD3 SETDB2 SFPQ SGK3 SHFL SHISA3 SLC12A4 SLC16A1 SLC25A22 SLC2A6 SLC30A1 SLC30A4 SLC39A14 SLC44A1 SLC45A3 SLC4A7 SLCO3A1 SLFN12L SLFN13 SLFN5 SMIM36 SNN SNX10 SOCS1 SOCS2 SOCS3 SOCS7 SP110 SPATA13 SPHK1 SPRED1 SPSB1 SRC SRSF3 ST6GALNAC4 STAT3 STAT5A STX6 SYNE3 TAB2 TAGAP TAL1 TANC1 TASOR2 TBC1D1 TCF4 TENT4A TET2 TIAM1 TIPARP TJP2 TLE3 TLK2 TLR3 TMA16 TMCO3 TMEM171 TMEM219 TMEM229B TMEM243 TMEM30A TMEM50B TMTC2 TNC TNFAIP3 TNFRSF12A TNFSF10 TNFSF4 TNFSF8 TNFSF9 TOR1AIP2 TPBG TPM4 TPST1 TRA2A TRAF1 TRAF3IP2 TRIM21 TRIM26 TRIP10 TUBB6 TUT7 UACA UBASH3B UPP1 USP12 USP42 VCAM1 VCAN VCPIP1 VEZT WDR43 WDR59 WHAMM XKR8 XRN1 ZBTB32 ZBTB8A ZC3H7A ZDHHC21 ZEB1 ZFP36 ZNF281 ZNF800 ZNRF3 ZUP1 ZYX FOSTER_TOLERANT_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FOSTER_TOLERANT_MACROPHAGE_UP ACSL1 ADHFE1 ADORA2A AGTRAP ANKRD66 AOAH ARHGAP8 ASS1 ATXN7L1 BAK1 BRDT BST1 BST2 BTG3 C3orf70 C9orf43 CCDC68 CCDC71L CCL8 CD200 CD38 CDC42EP2 CEP85L CFAP210 CFB CLEC4E CLMP CLN5 CP CST7 CTTN CXADR CXCL9 CYCS DCBLD2 DNAJC1 ELK3 ELL2 ETF1 F10 FABP3 FABP7 FAM205A FBRSL1 FGL2 FPR1 FPR2 GALNT15 GEM GLRX GOSR1 GPR18 GPR33 GPR61 HILPDA HLA-A HLA-E HP ID2 ID3 IFI44 IFRD1 IFT57 IGHG1 IGSF6 IL18BP IL1RN IQSEC2 IRAK3 IRF7 ISG20 ITGAL JAG1 KPNA4 LCN2 LMO4 LOX LRRC4 LRRC8C MARCHF5 MARCO MCHR1 MCOLN2 MET MIR4435-2HG MREG MS4A6A MSR1 MTDH MTHFD2 NAIP NAV2 NRIP2 NUPR1 OAS3 ORAI2 ORM2 PEDS1 PGAP2 PHLPP1 PIK3AP1 PITX1 PLPP1 PLPP3 PPFIA3 PPM1H PPP3CC PRDX5 PRKRIP1 PSMD10 PTGES PVR RAB10 RAB20 RAB32 RASGRP1 RBPMS RGL1 RGS1 RHO RIOK3 RNASET2 RNF149 RTN4R SAA3P SELENOW SELL SERPINB9 SGK1 SLAMF9 SLC13A3 SLC16A3 SLC25A37 SLC31A1 SLC31A2 SLC7A11 SLC7A2 SLC7A8 SLFN12L SLX4IP SMAD6 SMAD7 SMG1 SMURF1 SPIC STAT1 SYK TANK TENT5C TGFBI THBS1 TMCC3 TMEM178A TNFRSF1B TRAF3 TREML2 TRIM23 TSPO TXNRD1 VN1R17P WNK2 XAF1 ZC3H12C ZDHHC18 ZDHHC2 ZFAND3 FOURNIER_ACINAR_DEVELOPMENT_EARLY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FOURNIER_ACINAR_DEVELOPMENT_EARLY_DN AMIGO2 LRP8 MPRIP NAP1L1 SLC20A1 THBS1 FOURNIER_ACINAR_DEVELOPMENT_EARLY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FOURNIER_ACINAR_DEVELOPMENT_EARLY_UP BNIP3L CEP57 DCAF10 EFEMP1 EGR1 FKBP1B FOSL2 GOLPH3L GSN IGFBP2 LEPR MACROD1 PID1 PPL RAB40B SEPTIN10 SRD5A1 SUCLG2 TMEM265 ZNF277 FOURNIER_ACINAR_DEVELOPMENT_LATE_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FOURNIER_ACINAR_DEVELOPMENT_LATE_2 ACACA ACOT9 ACTB ACTG1 ACTN1 AGFG1 AKT1 ALG8 ANAPC5 ANP32E ANXA5 AQR ARF4 ARHGDIA ARL4C ASPM AURKA BARD1 BCAR3 BCS1L BIRC5 BLM C11orf24 CAD CALM1 CALM2 CAMSAP2 CAP1 CCNF CCT2 CDC25A CDC45 CDC6 CDC7 CDCA3 CDCP1 CDK1 CDK2 CDKN3 CENPA CENPN CENPX CHAF1A CKAP5 CKS1B CKS2 CLPB CMC2 CNOT7 COL4A2 COLGALT1 CSE1L CSNK2A1 CUTC CYP51A1 DBF4 DCAF15 DDX11 DDX39B DEPDC1 DHFR DHX15 DNAJC10 DNAJC9 DNM1L DROSHA DTL DUSP4 DUSP6 DUT DVL1 EEF1E1 EHD1 EIF5B ELK3 ELOVL6 EMC1 EPHA2 ETV4 EXOSC8 EXPH5 FAM3C FANCI FASTKD1 FEN1 FERMT1 FGFBP1 FKBP4 FLNA FLNB FN1 FOSL1 FOXM1 GALE GCN1 GCSH GEMIN6 GFPT1 GINS1 GINS2 GNB1 GTF2H2 H2AZ1 H2AZ2 HACD3 HAT1 HJURP HMBS HPCAL1 HPS1 HSP90B1 IDI1 IGF2BP2 ILF3 IMPA1 IMPDH1 IRAK1 ITGB5 KDELR2 KIF2C KIF4A LAMC2 LARP4 LDHA LDLR LYPLA1 MAK16 MANF MAP4K4 MBNL1 MCM2 MCM3 MCM4 MCM6 MCM7 MCUR1 ME2 MELK METTL3 MRPL17 MRPL3 MRPL35 MSH6 MT1F MT1H MT1X MT2A MTHFD1 MUS81 MYH9 NAP1L1 NASP NCAPG2 NDC1 NDC80 NIF3L1 NOC2L NOLC1 NOP10 NSD2 NT5DC2 NT5E NUDT15 NUP107 NUP153 NUP188 NUP205 NUP37 NUP85 NUSAP1 ODC1 P3H4 PAGR1 PAICS PALLD PARP2 PDIA6 PDLIM7 PFN1 PGK1 PHC2 PHTF2 PITRM1 PLAUR PLEK2 PLK1 PLOD3 PMS1 POLA1 POLE3 POLQ POLRMT POP7 PPP2R2A PRC1 PRDX1 PRDX3 PREB PRKDC PRMT5 PRPF4 PRPF40A PRPS1 PSMB2 PTGES3 PTTG1 RACGAP1 RAI14 RANBP1 RANGRF RAP1GDS1 RBM25 RCC1 RFC3 RFWD3 RNASEH2A RND3 RNF138 RPA3 RRM2 SAE1 SAMD4A SCD SEC23B SERPINE2 SF3B3 SH3TC1 SHISAL1 SKP2 SMARCA4 SMC4 SMPD4 SMS SMTN SNRPA1 SNRPB SNRPF SPRY2 SQLE SRPK1 SRRM1 SRSF10 SRSF11 SRSF4 SSB STK17A STK39 SUPT16H TEAD4 TFB1M TIMELESS TIPIN TMPO TNFRSF12A TNFRSF6B TPRKB TREX2 TRIP13 TTC4 TTI1 TTK TTLL12 TUBG1 TXN TXNDC5 UAP1 UBA1 UBE2K UBE2N UCHL5 UCK2 UPP1 USP1 VCL VRK1 WBP11 WSB1 XPO6 XRCC3 YWHAH ZWINT FOURNIER_ACINAR_DEVELOPMENT_LATE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FOURNIER_ACINAR_DEVELOPMENT_LATE_DN ACTB ACTN1 ASPM AURKA CAPRIN2 CDKN3 CEP55 CKS2 DUSP4 EIF4A1 EPHA2 FGFBP1 FOXM1 NCAPG ODC1 RRM2 SERPINE2 TNFRSF6B TRIP13 TUBG1 VRK1 ZWILCH FOURNIER_ACINAR_DEVELOPMENT_LATE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FOURNIER_ACINAR_DEVELOPMENT_LATE_UP APOE BBOX1 CRYAB DSG3 GPNMB KRT10 MAFB SERPINA3 SOX4 SPTSSA TCF4 FRASOR_RESPONSE_TO_ESTRADIOL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FRASOR_RESPONSE_TO_ESTRADIOL_DN ABCC5 ABCG1 ADIRF ADORA2BP1 ALDH4A1 ANXA3 ARHGAP4 ARNT2 ASB9 BAK1 BCAS1 BIK BLNK BMP4 CD24 CLU COL4A5 CTSH CTSL DBN1 DDIT4 DUSP1 DUSP4 EFNA1 ENC1 EPOR ERBB2 ERBB3 FMO5 FOLH1 GNE GNS GPRC5A H2AC18 H2AC20 IER3 IL1R1 INHBB INPP5J INSIG2 KLF6 KRT7 KRT81 KYNU LAMB1 LAMB2 LHFPL2 LITAF MATN2 MB MMD MUC1 MXD4 MYO1B NDRG1 NELL2 PLK2 PPP1R3C PRPS1 PVALB PXDN RAP1GAP RBL2 RND3 SELENBP1 SLC16A5 SLIT2 SMAD3 SMPD1 SNCG STC1 STXBP1 TARP TGFB2 TGFB3 TM4SF1 TMEM131L TTC9 FRASOR_RESPONSE_TO_ESTRADIOL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FRASOR_RESPONSE_TO_ESTRADIOL_UP ADCY9 AREG CA12 CALCR CCN5 CDC6 CXCL12 CYP1A1 CYP1B1 EGR3 EPB41L3 FOS GLRB GREB1 HOXC4 IGFBP4 MAPT MPPED2 MYBL1 NRIP1 OLFML2A PDZK1 PEG10 PRSS23 PTGER3 RAB31 RASGRP1 RET SDC2 SIAH2 SLC22A5 SLC39A6 TFF1 TOP2A WWC1 FRASOR_RESPONSE_TO_SERM_OR_FULVESTRANT_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FRASOR_RESPONSE_TO_SERM_OR_FULVESTRANT_DN AURKA BARD1 BLM BRPF1 CAP2 CCNA2 CDC20 CDC25B CDK1 CDK8 CDKN2C CENPF CHAF1A CKS1B E2F1 FKBP1A FOXM1 GAL H2AX HOXA11 KIF11 KIF2C MAZ MCM2 MCM3 MCM5 MCM6 MCM7 MTHFD1 MYB MYC MYRF NFRKB NUDT1 POLA2 POLE POLRMT PRIM1 RFC2 RFC5 RNASEH2A RNF126 RRM1 STMN1 TIMELESS TK1 TTLL4 UBE2C WEE1 FRASOR_RESPONSE_TO_SERM_OR_FULVESTRANT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FRASOR_RESPONSE_TO_SERM_OR_FULVESTRANT_UP AHCYL2 AKAP3 ASCC3 ATP6V1A CD302 DGCR5 DLX2 DMXL1 DUSP10 LDLRAD4 MARCHF6 NCAM2 NR2C1 PLXNC1 RAB30 RALGAPB RB1CC1 RCN2 SCHIP1 SRD5A1 STRN STXBP3 UFL1 FRASOR_TAMOXIFEN_RESPONSE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FRASOR_TAMOXIFEN_RESPONSE_DN ABAT DNAJC12 EHD4 GALNT6 GCSH MEGF9 MYLIP NAT9 PDCD4 SOX9 STS TMSB4X FRASOR_TAMOXIFEN_RESPONSE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FRASOR_TAMOXIFEN_RESPONSE_UP ADGRG1 ASCL1 B3GNT2 BHLHE40 CD44 CDK18 CDK19 CLIC3 CPM DAB2 EFNB2 ELF3 ETNK1 FARP1 GBE1 GGA2 IER3 IL13RA1 KBTBD2 KLC1 KRT13 LASP1 LSS LTBP1 MECOM MSH2 NIBAN1 OAZ3 OR7E14P PCYOX1 PGRMC1 PKIA PRPS1 PTPRG RAB30 RDX RGS3 SDC1 SERPINA1 SHANK2 SLC25A1 SOCS1 SRD5A1 STAG1 SUN2 TASOR TM7SF2 UPF1 WNT4 YWHAZ ZNF185 FREDERICK_PRKCI_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FREDERICK_PRKCI_TARGETS ALDH1A1 KRTAP26-1 KYNU MMP10 OR2H1 PHLDB2 POGLUT3 PRKCI SMC1B STC1 FRIDMAN_IMMORTALIZATION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FRIDMAN_IMMORTALIZATION_DN AHR ALDH1A3 AOPEP CCN2 CDKN1A CDKN2A CLTB CREG1 CXCL14 CYP1B1 FILIP1L HPS5 HSPA2 HTATIP2 HTRA1 IFI16 IGFBP3 IGFBP4 IGFBP5 IGFBP6 IGFBP7 IRF5 IRF7 MAP1LC3B MAP2K3 NDN OPTN RB1 SERPINE1 SPARC TGFB1I1 TP53 TSPYL5 FRIDMAN_SENESCENCE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FRIDMAN_SENESCENCE_DN ALDH1A1 BMI1 CCN4 CCNB1 CDC25B CKS1BP7 COL3A1 E2F4 EGR1 ID1 LAMA1 LDB2 MARCKS FRIDMAN_SENESCENCE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FRIDMAN_SENESCENCE_UP ALDH1A3 AOPEP CCN2 CCND1 CD44 CDKN1A CDKN1C CDKN2A CDKN2B CDKN2D CITED2 CLTB COL1A2 CREG1 CRYAB CXCL14 CYP1B1 EIF2S2 ESM1 F3 FILIP1L FN1 GSN GUK1 HBS1L HPS5 HSPA2 HTATIP2 IFI16 IFNG IGFBP1 IGFBP2 IGFBP3 IGFBP4 IGFBP5 IGFBP6 IGFBP7 IGSF3 ING1 IRF5 IRF7 ISG15 MAP1LC3B MAP2K3 MDM2 MMP1 NDN NME2 NRG1 OPTN PEA15 RAB13 RAB31 RAB5B RABGGTA RAC1 RBL2 RGL2 RHOB RRAS S100A11 SERPINB2 SERPINE1 SMPD1 SMURF2 SOD1 SPARC STAT1 TES TFAP2A TGFB1I1 THBS1 TNFAIP2 TNFAIP3 TP53 TSPYL5 VIM FUJII_YBX1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FUJII_YBX1_TARGETS_DN ANKRD36 ASF1B ASPM ATAD2 BAG2 BMP7 BPGM BRCA1 BRIP1 BUB1B CALU CASP2 CBX1 CCNF CCT5 CDC23 CDC25A CDC25C CDC6 CDCA7 CDK2 CDK8 CDKN3 CDT1 CENPK CENPN CENPU CHAF1A CHEK1 CKS1B CLCN3 COL2A1 COTL1 CRIPT CRISPLD1 CXCL16 CXCR4 DBN1 DEPDC1 DEPDC1B DFFA DHFR DKK1 DMKN DNAJC3 DTL DTNA DTYMK DUT E2F7 EI24 EIF4EBP2 ENAH ERCC8 EXO1 FABP5 FANCD2 FANCI FBXO5 FEN1 FIGNL1 FLNA FOXM1 FUT8 GINS2 GPX3 H2AX H2AZ2 HADH HDLBP HELLS HIPK1 HMGB3 HNRNPL IL1RAP IPO5 IREB2 ITGAE ITPR1 JPH1 KBTBD6 KIF11 KIF23 KIF4A LIG1 LMNB1 MAD2L1 MAD2L2 MASTL MBNL1 MCM10 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MDM1 MELK METTL3 MGAT4A MICB MLLT11 MSI2 MYBL1 MYBL2 NCAPG2 NCAPH NCBP2 NEIL3 NEK8 NOP56 NRM NSD2 NUDT15 NUP62 NUSAP1 ODC1 ODF2 OIP5 OXCT1 PARPBP PDE3B PHF19 PHKB PLK4 PLPBP POLA2 POLE2 POLR1G POLR3F PPP1R10 PPP2R2C PRIM1 PRKAR2B PRKDC PRPF40A PRR3 PTGES PTK2 RAD23B RAD51 RAD54B RAP2A RDH10 RECK RFC3 RFC4 RFC5 RNASEH2A RRM1 RRM2 SH3RF1 SHCBP1 SKP2 SLC16A7 SLC25A19 SLC25A32 SLC26A2 SPA17 SPC25 SSR1 SSRP1 SSU72 TAF15 TAF9B TARP TBL1X TCF19 TFPI TIAM1 TIMELESS TIMM8A TIMP3 TIPIN TK1 TOP2A TRIO TRIP13 TTF2 TWSG1 UBAC1 UBE4B UBL3 UHRF1 UNC119B UNG VAPB VRK1 XRCC3 YWHAH ZBTB14 ZNF367 ZWINT FUJII_YBX1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FUJII_YBX1_TARGETS_UP ACTA2 ASCL1 CAPG CCL5 CDC42SE2 CDKN1A CEACAM1 CFB CLIC3 CPNE4 DIAPH2 EDIL3 FAS GIMAP2 GPER1 GPR87 KLF11 LGALS9 MAOB MBD2 MUC1 MVP MX2 NLRC5 NR5A2 PAM PDK4 PLAAT4 POF1B PRICKLE1 S100A6 SELENOP SEMA6D SERHL2 SLC16A3 SMIM5 SULF1 SYTL1 TINCR TRIB2 TRIM22 ULK1 WARS1 FUJIWARA_PARK2_HEPATOCYTE_PROLIFERATION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FUJIWARA_PARK2_HEPATOCYTE_PROLIFERATION_DN ACOT1 CFD CUX2 FMO3 MFSD2A PTGDS RTN4 XIST FUJIWARA_PARK2_HEPATOCYTE_PROLIFERATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FUJIWARA_PARK2_HEPATOCYTE_PROLIFERATION_UP ABHD1 APCS APOA4 ASNS CYP4A22 FST HSD3B1 HSPA1A NAT8 SULT1E1 TFB2M FUJIWARA_PARK2_IN_LIVER_CANCER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FUJIWARA_PARK2_IN_LIVER_CANCER_UP AFP APOA4 BAX CCNE1 FST GOLGA3 IL1RN TNFRSF12A FUKUSHIMA_TNFSF11_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FUKUSHIMA_TNFSF11_TARGETS ACP1 CALCR DLL1 DLL3 DLL4 HES1 HEY1 JAG1 JAG2 NFATC1 NOTCH1 NOTCH2 NOTCH3 NOTCH4 RBPJ TNFSF11 FULCHER_INFLAMMATORY_RESPONSE_LECTIN_VS_LPS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FULCHER_INFLAMMATORY_RESPONSE_LECTIN_VS_LPS_DN ABCC5 ACAP2 ACBD5 ACOD1 ADA ADD3 ADGRE1 ADGRE2 ADGRE5 AFF1 AGPS AIF1 AIM2 AK2 ALDH1A1 ALMS1 AP1B1 AP2A2 APIP APOBEC3A APOBEC3B APOBEC3C APOBEC3G APOC1 APOL3 ARAP2 ARHGAP12 ARHGAP45 ARID5B ARL4C ARMCX1 ARRDC3 ATP2B1 ATP2B1-AS1 B3GNT2 B4GALT5 BACH1 BCL6 BLVRA BLVRB BNIP3 C1S C1orf162 C1orf21 C2 C3AR1 C9orf64 CALCOCO2 CALHM6 CALHM6-AS1 CASP6 CAST CCDC152 CCDC82 CCL19 CCNL1 CCR5 CD14 CD163 CD2AP CD300A CD302 CD36 CD37 CD38 CD4 CD84 CDK13 CEBPD CELF1 CEMIP CENPL CERT1 CES1 CFB CHFR CHI3L2 CHN2 CHPT1 CHST13 CHST5 CITED2 CKMT1B CLIP4 CMKLR1 CMKLR2 CMPK2 COMT CPM CPNE8 CREBRF CSF3R CSGALNACT2 CTSC CTSD CTSK CTSLP8 CTSV CXCL10 CXCL11 CXCL9 CYP3A4 CYP51A1 DAPP1 DBT DCLRE1C DDAH2 DDX59 DHX58 DHX9-AS1 DIP2A DMXL2 DNAAF1 DNASE2 DOCK11 DPEP2 DSC2 DUSP1 DYSF ECHDC1 ELMO2 ENOSF1 ENPP2 ENSG00000288658 EPSTI1 ERI1 F13A1 FAM20A FAS FCGR1A FCGR3A FCGR3B FCHO2 FCN1 FGL2 FMR1 FNIP2 FPR1 FPR2 FRMD4A FUCA1 FUS FYB1 GAB2 GADD45B GAS6 GAS7 GATM GBP1 GBP2 GCH1 GGA2 GIMAP5 GNB4 GNS GPNMB GPX3 GRAMD4 H2AC18 H2BC10 H2BC12L H2BC5 HAMP HAUS2 HEG1 HERC5 HERC6 HESX1 HIPK1 HIRA HLA-DMB HMOX1 HNMT HNRNPA2B1 HRH1 HS3ST2 HSCB HSPA1B HSPA5 IDO1 IFI16 IFI27 IFI27L2 IFI44 IFI44L IFIH1 IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 IFITM2 IFITM3 IFITM3P7 IL10 IL15RA IL18 IRF2BPL ISG20 ITPKB JAML KANK1 KAT6B KCNJ5 KCNQ1 KCTD12 KLF10 KLF2 KLF3 KLF4 KLF5 KLF6 KLHDC8B LACC1 LAIR1 LCP2 LDLRAD3 LGALS3BP LGALS8 LGMN LILRA2 LILRB2 LILRB3 LIMD1 LIMK2 LINC02345 LPAR6 LPCAT1 LPCAT3 LRP12 LST1 LTA4H LXN LY6E LY86 LY9 LYN LYSMD2 LYSMD3 LZTS2 MACROH2A1 MADD MAF MAFB MALAT1 MAML2 MAP3K8 MARCHF1 MARCKS MARCO MAX MBP ME1 METTL16 METTL7A MNDA MPP1 MRPL30 MS4A4A MS4A6A MS4A7 MTIF3 MTPAP MUCL1 MX1 MX2 MXD1 MYD88 MYO1G NAMPT NBN NBPF1 NBPF14 NCF1 NCOA7 NEAT1 NFAM1 NMI NOTCH2 NOTCH2NLA NPIPA1 NPIPB3 NPL NR3C1 NREP NRIP1 NT5C3A NTAN1 NUP62 NUPR1 OAS1 OAS2 OAS3 OASL OCIAD1 OLFML2B OTOA P2RY11 PARP10 PARVG PATL1 PCM1 PDE4C PDE8A PDGFRL PDIA4 PDIA6 PDXDC1 PECAM1 PFKFB3 PIK3AP1 PINK1 PITHD1 PLA2G15 PLCL2 PLEKHA2 PLEKHF2 PLIN2 POLR2A POTEKP PPA1 PRCP PRICKLE1 PRKACB PRKAR2A PRKD2 PRPF4B PRR11 PTGER2 PTGER4 QKI RAB42 RAD23B RAP2B RARA RB1 RBFOX1 RBM47 RBMS1 RDX REEP4 RHBDF2 RIGI RIN2 RIPOR1 RNASET2 RNF19B RNF213 RPAIN RSAD2 RUFY3 SAMD4A SAMD9 SAMD9L SAT1 SCARB1 SCARB2 SCCPDH SCD5 SDS SEC24D SECTM1 SELENOP SEMA4A SEPHS2 SERPING1 SETDB2 SETX SGK1 SGTB SH3PXD2A SIGLEC1 SIRT1 SLC12A7 SLC16A6 SLC22A23 SLC26A11 SLC35E1 SLC35F6 SLC39A8 SLC46A3 SLC8A1 SLFN5 SNHG12 SNX18 SNX2 SOCS3 SORT1 SP100 SP110 SPATA13 SPATA24 SPINK1 SPIRE1 SPN SPTLC2 SSBP2 STAB1 STK26 STOM STXBP3 SUCNR1 SUGCT-AS1 SUGP2 SYNPO2 TALAM1 TASL TBC1D2 TCAF1 TENT5A TFAP2B TGFBI TGFBR2 TIPARP TLR4 TLR8 TMEM140 TMEM212 TMEM241 TMEM242 TNFAIP6 TNFSF10 TOR1B TRIM14 TRIM22 TRIM38 TRIM5 TSPAN4 UBE2L6 UBXN2A UNC45A UNC93B1 USF2 USP18 VAMP5 VMP1 WASHC2C WASHC4 WDPCP WDR11 WLS WSB1 WTAP WWP1 XAF1 XRN1 XRN2 ZC3H12D ZEB2 ZFP36 ZFP36L2 ZFYVE26 ZNF160 ZNF207 ZNF493 ZNF665 ZNRF2 FULCHER_INFLAMMATORY_RESPONSE_LECTIN_VS_LPS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FULCHER_INFLAMMATORY_RESPONSE_LECTIN_VS_LPS_UP ABCC1 ABCC3 ABHD2 ABL2 ACER3 ACO1 ACOT7 ACSL3 ACSL5 ACTN1 ADAM12 ADAM19 ADAM8 ADTRP AGTRAP AHCYL1 AK4 AK8 AKIRIN1 AKR1C1 AKR1C3 AKR7A2 ALCAM ALG2 ALOX15 ALOX15B ANAPC16 ANP32A AQP3 ARHGAP10 ARHGAP22 ARPC5L ASAP1 ASPH ATP1B1 ATP2A3 ATP2C1 AUH B3GALNT1 B3GNT5 BATF3 BCAR3 BCAT1 BHLHE41 BID BIRC3 BOLA3 BTG2 BZW2 C1orf54 C3 CALD1 CALM1 CARD19 CARD9 CASP2 CAVIN1 CBR3 CBX6 CCDC71L CCL13 CCL15 CCL17 CCL22 CCL24 CCL26 CCNA1 CCNG2 CCNI CD109 CD209 CD226 CD276 CD40 CD55 CD82 CD93 CDYL CEP20 CERS6 CFP CHST2 CIAPIN1 CKLF CLC CLEC4A CLEC4G CLEC7A CLN8 CLN8-AS1 CMC2 CMC4 CMIP CMTM3 CNIH3 CNPY2 COA3 COL6A1 COLEC12 COMMD1 COMMD7 COQ9 COX18 CPED1 CRIM1 CRLF2 CSF1 CSF2RA CSK CSRP1 CST7 CTNNAL1 CXCL1 CXCL2 CXCL3 CXCL5 CXCL8 CYB5B CYBB CYTOR DAD1 DCLRE1B DCSTAMP DCTPP1 DCUN1D1 DCUN1D3 DENND1B DHRS11 DIPK1A DNASE1L3 DPH3 DTX4 DUSP22 DUSP4 DUSP6 ECM1 EDEM1 EDEM2 EDN1 EEF1E1 EEF2K EEIG2 EFCAB14 EHF EMG1 EML4 ENTPD4 EPOP EREG ERO1A ETHE1 ETS2 ETV3 EVI2A EYA3 F3 FABP3 FADD FAM120A FAM162A FAR2 FASTKD1 FBXL4 FCAR FCER2 FCGR1A FCGR2A FCGR2B FCRLB FKBP5 FMNL2 FN1 FNDC3A FOXN3 FSCN1 FSD1L FXYD6 G3BP1 G6PD GADD45G GAL GALNT12 GALNT6 GAS5 GATD3 GFOD1 GGH GGT5 GLIPR1 GLRX3P2 GLS GLTP GLYR1 GON7 GOT2 GP1BA GPAT3 GPR107 GPR157 GPR160 GPR35 GPR68 GRPEL1 GSN GSR GTF3A H2AX H6PD HAX1 HBEGF HCAR3 HIKESHI HINT1 HIP1 HIPK2 HLA-DRB1 HMG20B HMGN2P46 HMOX2 HNRNPLL HOMER2 HOPX HPS3 HSPA6 IARS1 IGSF6 IL1A IL1B IL1RAP IL1RN IL27RA IL2RG IL6 IL7R INHBA IRF2BP2 IRF4 ISOC1 ITGB3 ITPR1 IVNS1ABP JAGN1 JPT1 JTB JUN KCNK6 KCNN4 KHSRP KIAA1671 KIF2A KIF5B LAMP3 LAT LAT2 LGALS2 LIMK1 LINC01857 LMAN1 LONRF1 LPAR1 LPL LPP LRP8 LRRC32 LRRC8C LSP1 LTV1 LYPD3 LYRM1 MAD2L2 MAFF MAP2K6 MAP3K13 MAP3K20 MAP3K5 MAPK13 MAPKAPK3 MARCHF3 MARCHF8 MARCKSL1 MB21D2 MCCC2 MCEMP1 MCOLN3 MEI1 MET METTL9 MFNG MFSD12 MFSD14CP MFSD2A MGST1 MICAL2 MICALL1 MINPP1 MIR3945HG MKKS MMP1 MMP10 MMP12 MMP19 MOB3A MOB3B MPC2 MPEG1 MPHOSPH6 MPZL1 MRPL51 MRPL52 MRPS12 MRPS16 MRPS24 MRTO4 MSANTD3 MSC-AS1 MT1E MT1F MT1H MT1X MTHFD2 MTMR14 MYH9 MYO18A MYO1E MYO5A MYOF NAAA NAP1L1 NCS1 NDFIP2 NDRG1 NDUFA2 NDUFAF8 NDUFS8 NDUFV2 NDUFV3 NEDD4L NEK6 NELFE NENF NET1 NETO2 NFAT5 NFKBIE NHP2 NIBAN1 NISCH NMD3 NME1 NME7 NOPCHAP1 NQO1 NR4A3 NRIP3 NRP1 NSMCE1 NUDT4 NUS1 OIP5-AS1 OLR1 ORAI1 P2RX4 P2RY6 P4HA2 PACC1 PAN2 PDGFC PDLIM4 PDLIM7 PDPN PEA15 PEF1 PEX19 PGM2 PHACTR2 PHLDA2 PHTF2 PIK3CG PIR PKIB PLAT PLAU PLAUR PLEKHA5 PLK3 PMAIP1 PMP22 PNP PNPLA6 POGLUT1 POLD4 POLE4 POLR1D POLR2F POLR2G POLR3K PPA2 PPARD PPP1R14A PPP3CA PRKCA PRKD3 PROCR PRPF8 PRXL2B PSTPIP1 PTDSS1 PTGR1 PTGS1 PTPRO PTRHD1 PTS RAB11FIP1 RAB27A RAB31 RABEPK RAC2 RAI14 RANBP1 RAP2A RASGRP1 RCAN1 RCN2 REL RFLNB RGCC RGS1 RHBDD2 RHOC RHOF RHOH RHOQ RPL10A RPS19BP1 RRS1 RTN1 RUNX1 SCARF1 SDC2 SDCCAG8 SDF2 SELENOH SELENOW SEMA7A SERINC2 SERPINB2 SESN3 SGPP2 SGTA SH3BGRL3 SH3BP5 SH3KBP1 SHPK SIGLEC10 SIGLEC15 SIGLEC5 SIGLEC7 SINHCAF SLAMF8 SLC20A1 SLC22A4 SLC25A11 SLC25A40 SLC27A3 SLC30A5 SLC39A11 SLC39A9 SLC3A2 SLC41A2 SLC44A1 SLC6A6 SLC7A1 SLC7A11 SLC7A8 SLX4 SMAD6 SMAD7 SMDT1 SMIM19 SMIM20 SMOX SND1 SNHG16 SNHG5 SNX8 SOAT1 SOCS2 SOWAHC SOX4 SPI1 SPIN4 SPINT1 SPP1 SPRED2 SRC SRPRB SRXN1 SSR2 ST3GAL2 ST3GAL5 ST3GAL6 ST7 STAC STEAP3 STK4 STMP1 STYXL1 SUB1 SULF2 SUMF1 SUN2 SYT17 TAGLN2 TAPT1 TBC1D13 TBC1D22A TBC1D4 TBL1XR1 TCF3 TCF4 TENT4B TEX261 TFPI TGFA TGFBR1 TGM2 THBD TIAM1 TIFAB TIMM10 TIMM10B TM2D1 TMED3 TMEM132A TMEM14B TMEM14C TMEM208 TMEM255A TMEM273 TMX2 TNC TNFAIP8L2 TNFRSF11A TNFRSF4 TNFRSF6B TNFRSF9 TNFSF13 TNFSF8 TNFSF9 TNIK TOMM34 TPMT TRABD TRAF1 TRAF3IP3 TRAP1 TRAPPC2L TREM1 TRGC1 TRIAP1 TSC22D1 TTC9C TUBB2A TUBB6 TXNRD1 UBE2G2 UBE2W UBR4 UBXN1 UXS1 VAC14 VAPA VASP VCL WDFY4 WDR12 WFDC21P WNT5A YIF1A YPEL5 YRDC ZDHHC12 ZMIZ1-AS1 ZNF366 ZNF697 ZNRD2 ZYX FUNG_IL2_SIGNALING_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FUNG_IL2_SIGNALING_1 CCND2 DKC1 IL2RA LIF LTA MAT2A NOLC1 NOP16 NOP56 SOCS2 FUNG_IL2_SIGNALING_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FUNG_IL2_SIGNALING_2 CARD9 CCL3 CCR6 DDX21 IL13 IL5 IL9 IRF4 MYC SLC30A1 TNFRSF11B ZBED2 FUNG_IL2_TARGETS_WITH_STAT5_BINDING_SITES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FUNG_IL2_TARGETS_WITH_STAT5_BINDING_SITES CCND2 DKC1 IL2RA LIF LTA NOP16 SOCS2 FUNG_IL2_TARGETS_WITH_STAT5_BINDING_SITES_T1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FUNG_IL2_TARGETS_WITH_STAT5_BINDING_SITES_T1 CCL3 CCR6 IL13 IL5 IL9 IRF4 MYC TNFRSF11B ZBED2 FURUKAWA_DUSP6_TARGETS_PCI35_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FURUKAWA_DUSP6_TARGETS_PCI35_DN ACOX2 ADORA2B ARHGAP11A AURKA AURKB BLM CALB2 CCNA2 CCNB1 CCNB2 CCNE2 CENPA CENPF CEP55 CKAP2 CRNDE CTNNAL1 DLGAP5 DTL DYSF EBNA1BP2 EPHA2 ETS1 GCGR GOLT1A HJURP HPCAL1 INAFM2 IVD KHDRBS3 KIF11 KIF20B KIF2C KNSTRN LAMB3 LAT2 MAFF MAP7 MARCHF4 MCM4 MCM5 MMP1 MTFR2 NCAPD2 NCAPG NEDD4L NGF NUSAP1 ORC6 PBK PDLIM2 PDSS1 PHLDA2 PMEPA1 POLQ PRC1 PRIM1 PRMT5 RACGAP1 RFC4 RIOK1 RRM1 RTEL1 SHCBP1 SIPA1L3 SLCO2A1 STIL SYNE3 TCHP TPX2 TUSC1 WDR3 WDR5 FURUKAWA_DUSP6_TARGETS_PCI35_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FURUKAWA_DUSP6_TARGETS_PCI35_UP AKR1C3 ALDH1B1 ALPP APH1B AQP3 ARHGEF37 BDH2 BPHL BTN1A1 C15orf48 C1S CD24 CLDN16 CLEC2D CNTNAP1 DNM1P41 DUSP4 ENPP5 EPB41L4A FOLR1 FRMD5 FXYD3 GCM2 HERC5 HERC6 HLA-F HMOX1 ID3 IFI30 IFITM1 IL32 KCNMB1 KLRC2 KLRC3 KRT14 KRT17 LRRC4C LYPD5 MALAT1 MAPK11 MDK MUC20 OFD1 OLFML2A PARP9 PLAAT2 PLAAT4 PSG1 PSG11 PSG6 PSMB9 PYCARD RCN3 RNASE1 RTP4 SAA1 SECTM1 SHFL SLC15A3 SLC1A2 SLC2A10 SMIM14 SNED1 SOX4 ST6GALNAC2 TAPBPL TGFB2 THEMIS2 TMCO4 TNFSF13B TNNC1 ZBTB20 ZFAT FU_INTERACT_WITH_ALKBH8 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FU_INTERACT_WITH_ALKBH8 ALKBH8 CCT2 CCT3 CCT4 CCT5 CCT6A CCT7 CCT8 DBI ECSIT HSP90AA1 TCP1 TRMT112 GABRIELY_MIR21_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GABRIELY_MIR21_TARGETS ACAP2 ACBD5 ACTR2 ADGRG2 ADNP AGO4 AHSA2P ALS2 ANKRD28 ANO3 AP3M1 APAF1 APC APOLD1 ARFGEF1 ARHGAP21 ARHGEF12 ARID4A ARMCX3 ASRGL1 ATAD2B ATF2 ATP11B ATP2B4 ATRX B3GALNT1 B3GNT5 BMPR2 BRMS1L BTBD3 BTBD7 CALD1 CAPRIN1 CCDC14 CCNG1 CCT6P1 CDC25A CEMIP2 CEP97 CERS6 CLCN5 CLIP4 CLOCK CNTRL COBLL1 COL5A2 CPEB3 CRYBG1 CUL3 CYBRD1 CYP4V2 DCAF10 DDAH1 DDHD2 DDR2 DDX3X DDX46 DLG1 DMD DOCK10 DYNC1LI2 EEIG2 EIF2AK3 EIF4EBP2 ENAH EPHA4 ESYT2 ETNK1 EXOC5 EXOC8 FAM217B FAM3C FANCI FBXL17 FBXL5 FBXO11 FBXO3 FERMT2 FIGN FILIP1L FNBP1 FOXN3 GAPVD1 GID4 GLCCI1 GNAQ GNE GOLGA4 GPAM GPD2 GTF2A1 GTF2I HAPLN1 HECTD1 HERPUD2 HOXA9 IPP IREB2 ITGB8 ITSN2 JPH1 KBTBD6 KBTBD7 KLF5 KLHL15 KLHL24 KLHL3 KLHL8 KNL1 LATS1 LCORL LDAH LIFR LIMCH1 LIN7C LMBR1 LNPK LONRF2 LPGAT1 LPIN1 LYRM7 MAP3K1 MAP3K2 MEGF9 MEIS1 MGA MGAT4A MINDY2 MPDZ MSH2 MTPN MYCBP2 MYEF2 MYO9A NAA30 NBEA NEK1 NEK7 NFAT5 NFIB NIPBL OLR1 OSBPL3 OSR1 PAG1 PALLD PALS1 PAN3 PARP1 PARP9 PBRM1 PBX1 PDCD4 PELI1 PER3 PHACTR2 PHF20L1 PHIP PIK3C2A PIK3R1 PKD2 PLD1 PLPP1 PM20D2 POLR3B PPARA PPP1R3B PRICKLE2 PRKAB2 PRRC1 PTAR1 PTBP3 PTGFR PTGR3 PTPDC1 PTPN3 PURA PURB RAB11FIP2 RAB22A RAB3GAP2 RAB6C RABGAP1 RAI14 RALGPS2 RAPH1 RASEF RASGRP1 RASGRP3 RECK REV3L RFX7 RHOBTB3 RMND5A RNF38 RP2 RPS6KA3 RRAGC RSF1 RSPRY1 RTF1 RUFY3 SACM1L SAMD5 SASH1 SCAF11 SCRN1 SEC63 SERAC1 SESN1 SFXN1 SKP2 SLC17A5 SLC26A2 SLC31A1 SLC5A3 SLC9A6 SMC1A SMC5 SNX13 SNX30 SOWAHC SOX2 SPG11 SPIN1 SREK1 SRPK2 SRSF11 ST6GAL1 STAT3 SUZ12 SYNE2 TACC1 TAF1 TBL1XR1 TENT5A TET1 TGFB2 TGFBR2 THOC2 TIMP3 TLCD4 TLR4 TNPO1 TNRC6B TOP2A TPM1 TPRG1L TRAPPC2 TRIM2 TRIM33 TRIM38 TRIM59 TRPM7 TSNAX TTC33 UBR3 UBR5 UBXN4 UGGT1 USP34 USP47 USP7 UTRN VASH2 VPS13A VPS36 VPS54 WNK1 WNK3 WNT5A WWC2 XKR3 YME1L1 YOD1 YTHDC2 ZBTB20 ZBTB38 ZBTB44 ZMYM2 ZNF286A ZNF292 ZNF326 ZNF367 ZNF532 ZNF587 ZNF667 ZRANB1 ZYG11B GAJATE_RESPONSE_TO_TRABECTEDIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAJATE_RESPONSE_TO_TRABECTEDIN_DN ABCB6 ARHGDIA CCDC86 CDK14 CENPX DDX10 E2F2 FARS2 GMDS H1-10 H4C11 H4C3 LRBA MCM5 PKP4 STAG1 STX8 TEAD4 TRIM16 UTP20 GAJATE_RESPONSE_TO_TRABECTEDIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAJATE_RESPONSE_TO_TRABECTEDIN_UP ANXA1 ANXA4 ARL6IP1 ASNS ATF3 C1R C4BPA CARS1 CASP4 CASP9 CBS CCNG2 CD44 CDKN1A CFD CLDN7 CLIC4 CLU CPE CRIP1 CSRP2 CXCR4 CYP19A1 DDR2 DUSP5 EML2 FGG FOLR1 FOS GADD45A GARS1 GOLGA8A GPNMB GSN GSTA4 HLA-C IGFBP7 IL18 IL6 ISG15 KLRC3 MYH10 NID2 NNT NUCB2 NUPR1 OASL OLFML2A PCK2 PHYH PROS1 RGS2 S100A4 S100P SEPTIN6 SRGN TAF15 TGFBI TLE5 TM4SF1 TNFAIP3 TRAPPC6A TUBA1A TXNIP UGCG VLDLR GALE_APL_WITH_FLT3_MUTATED_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GALE_APL_WITH_FLT3_MUTATED_DN ARF1 BAD DEGS1 DRAP1 GPR137 HLA-B HLA-G HLA-J NAPG NDUFB7 NDUFV1 OASL P4HB PQBP1 RABAC1 ST3GAL5 GALE_APL_WITH_FLT3_MUTATED_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GALE_APL_WITH_FLT3_MUTATED_UP ABCC1 AHI1 APOBEC3B ARHGAP45 ATF6 ATR AVL9 C6orf62 CDC16 CFH CHD9 CSNK1A1 DELE1 DHX15 ELF3 FANCI GEMIN4 GIMAP6 HEATR1 HNRNPH1 HTATIP2 INPP5F KPNB1 LANCL1 LARS2 LUC7L3 LYPLA1 MIS12 MTMR1 MYO1B NOLC1 NSL1 NSUN5 PHF11 PIGB PLAGL1 PMM2 PSMF1 RFC3 RFTN1 RITA1 RNF144A RRAS2 SLC25A13 SLC46A3 SMG1P5 SOCS2 SRSF11 STX16 TCF12 TELO2 TRMT11 TRMT61B TTK UNC119B UPF3A VPS54 WIPF1 ZNF529 GALIE_TUMOR_ANGIOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GALIE_TUMOR_ANGIOGENESIS ANGPT1 ANGPT2 CCN2 HGF IGF1 PDGFA PTGS2 TGFB1 GALIE_TUMOR_STEMNESS_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GALIE_TUMOR_STEMNESS_GENES BMP4 KRT14 PDGFRA PTCH1 TGFBR2 TNC GALINDO_IMMUNE_RESPONSE_TO_ENTEROTOXIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GALINDO_IMMUNE_RESPONSE_TO_ENTEROTOXIN ACOD1 ACTG1 ADORA2B BCL10 BCL2L11 BCL3 BCL6B BHLHE40 CCL15 CCL3 CCL4 CCL5 CD14 CD44 CD83 CDC42EP4 CEBPB CSF2RB CSF3 CXCL3 DUSP1 DUSP2 EHD1 ERRFI1 ETS2 FOSL1 GADD45A GADD45B GAPDH GLRX HERPUD1 IER3 IKBKE IL18RAP IL1B IL1RN ITGA5 JUNB LILRB4 MARCKSL1 MT2A NAB2 NFKB1 NFKB2 NFKBIA NOCT ODC1 PCDH7 PDGFA PDLIM7 PHLDA1 PHLDB1 PIM1 PKM PLAUR PTGS2 PTPRE RAC2 RHOB RREB1 SCD SLC11A1 SLFN12L SOCS3 SPP1 SQSTM1 SRPRA TAPBP TNF TNFAIP2 TNFAIP3 TNFSF9 TNIP1 TRAF1 TSC22D1 TXNIP UBB UBC VEGFA GALI_TP53_TARGETS_APOPTOTIC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GALI_TP53_TARGETS_APOPTOTIC_DN CHEK1 FADD HUS1 NOL3 TNFRSF10A TNFRSF10B GALI_TP53_TARGETS_APOPTOTIC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GALI_TP53_TARGETS_APOPTOTIC_UP ATM BAX BIRC2 BIRC3 CASP4 CASP8 CD40 GADD45A GALLUZZI_PERMEABILIZE_MITOCHONDRIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GALLUZZI_PERMEABILIZE_MITOCHONDRIA ABL1 BAD BAK1 BAX BBC3 BCL2 BCL2L1 BCL2L11 BID BNIP3 CASP2 CASP3 CFL2 CLIC4 CPT2 DNM1L FDXR GCK GSK3B GZMA GZMB H1-2 MAPK8 MCL1 MOAP1 MTCH2 NR4A1 PLS3 PMAIP1 PPID PRKCD PRODH SERPINB5 SH3GLB1 SHC1 SIVA1 SOD2 STK11 TP53 VDAC1 VDAC2 GALLUZZI_PREVENT_MITOCHONDIAL_PERMEABILIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GALLUZZI_PREVENT_MITOCHONDIAL_PERMEABILIZATION BCL2 GPX4 KNG1 MAPK14 MCL1 MUC1 PRKG1 SLC25A4 SOD2 TSPO TXN VDAC1 VDAC2 WDTC1 GAL_LEUKEMIC_STEM_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAL_LEUKEMIC_STEM_CELL_DN ACAA2 ADAP2 ADCK2 ADCY2 ALB ALDH1L1 ALDH4A1 ALPP AOAH AP1S1 APOOL ARHGEF15 ART1 ASF1B AZU1 BIRC5 BUB1 BUB1B C12orf29 C1QA C3AR1 CA12 CACNA1G CADM3 CAPG CARD9 CASP1 CCL4 CCL5 CCNA2 CCNB1 CCNB2 CCR1 CD14 CD163 CD1D CD226 CD38 CD86 CD93 CDC20 CDC25C CDC42EP3 CDC45 CDC6 CDCA8 CDK1 CDKN3 CEBPD CEBPE CENPA CENPM CEP112 CHST15 CLC CLEC5A COCH COL18A1 COL6A2 CST4 CSTA CTSG CX3CR1 CXCL1 CXCR3 CYP1B1 DES DHFR DLX4 DMXL2 DNAAF1 E2F1 E2F2 E2F8 ELANE ENC1 ERMAP ESPL1 FCAR FCGR1A FCGR2A FCN1 FEN1 FER1L4 FGF21 FGGY FGL2 FGR FNTB FPR1 G0S2 GALNT12 GDF3 GGT5 GIMAP5 GINS2 GM2A GPC5 GPR18 GPR65 GTSE1 H3C2 H4C7 HAL HCAR3 HMMR HNMT HOMER3 HPSE IFI30 IFNA4 IGFBP2 IGFBP7 IGKC IGLC2 IGLL1 IGSF6 IL1B IL1RN IL2RB ITGA2B KIF18B KIF20A KIFC1 KLK6 LAMA4 LETM1 LGALS1 LGALS2 LGALS3 LIG1 LILRA2 LILRB1 LILRB3 LILRB4 LINC01013 LINS1 LMNB1 LRP2 LRRC49 LYPLA2 LYZ MAFB MAGEF1 MAPK13 MEGF6 MELK MINPP1 MMP9 MNDA MOGS MOSPD3 MRC2 MS4A3 MS4A4A MS4A6A NAP1L1 NCAPG NCF1 NCF2 NDRG2 NIPAL3 NPAS3 NR4A1 NUSAP1 ONECUT2 OR2F2 ORC1 OSGIN2 P2RX5 PALB2 PASK PCLAF PILRA PLAA PLK1 POLA2 POLM PPP1R12B PRDM1 PRKG2 PRMT7 PRTN3 PRUNE1 PTGER3 RAD51 REST RNASE2 RRAD RRM2 S100A12 S100A8 S100A9 S100P SAC3D1 SAMHD1 SCNN1A SECTM1 SERGEF SERPINA1 SHCBP1 SIRPA SLC11A1 SLC15A3 SLC16A6 SLC22A4 SLC6A6 SMC1A SMC2 SPATA6 STX11 TEP1 TEX14 THOC5 TLR2 TMEM161A TMEM53 TNFAIP6 TNS1 TOP2A TPI1 TRAC TRGC1 TUBB2B TYMP TYMS UBE3B USP46 UTP25 VAMP1 VCAN VDR VSIG4 ZFY ZNF589 ZWINT GAL_LEUKEMIC_STEM_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAL_LEUKEMIC_STEM_CELL_UP ABLIM1 AGFG2 AGT AKR1C1 ALS2CL AMELX ANXA9 ARIH2 ATP5MC2P1 B4GALT4 BCL11A BIN1 BPHL CACYBP CCND1 CDC37L1 CDK14 CEP76 CFHR2 CLDN18 CMKLR2 COL6A1 COL7A1 CPT2 CYP2R1 DBT DCAF4 DCAKD DLG3 DST ETS1 EVPL EXO5 FBXO9 FOXO3 GAN GATA1 GEMIN6 GJA9 GLRA2 GP6 GPATCH1 GPR4 GRIK5 HADHAP1 HCFC1 HDAC6 HJURP IDI2-AS1 IGF1R IL36A INO80B IRF6 ISG20 ITFG2 ITGA10 ITGB3 ITGB4 JAG2 JRKL KAZN KBTBD4 KEL KMT2A LAMB2 LGALSL LILRA1 LPP MAB21L2 MAF MAPK7 MED20 METTL2B MFSD6 MID2 MMP11 MPHOSPH9 MSR1 MTUS1 MYCNOS MYO10 N4BP1 NECTIN1 NF1 NF2 NTRK3 OR2B6 OTUD4 PDLIM5 PEX1 PEX5 PIK3C3 PIK3IP1 PPP1R3D PPP1R9A PRLH RBPMS RCAN1 RNASEH2B SALL2 SENP6 SERPINB4 SLC1A2 SLC9A5 SLIT2 SMAD6 SMIM2 SRPK3 STAM2 SUCLG1 TMEM140 TMEM187 TMPRSS11D TNIK TOP3B TRIM23 TRIM33 TSPAN5 TSPAN9 UBR4 UNC5B VEGFB WDFY3 YWHAH-AS1 ZBED4 ZC3H7B ZCCHC4 ZFP36L1 ZMYM5 ZNF639 GARCIA_TARGETS_OF_FLI1_AND_DAX1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GARCIA_TARGETS_OF_FLI1_AND_DAX1_DN AAGAB ADAP1 ALG14 AMDHD2 ARHGAP17 ARHGAP19 ATP5MG BAG1 BICD2 BLOC1S6 BRD7 C19orf48P C3orf14 CASP2 CBX2 CCNC CCNE1 CDC25A CDC37 CDC6 CDCA5 CDK2 CENPM CENPX CER1 CFL2 CHAF1B CHCHD3 CHEK1 CKMT2 CNOT7 COA4 CYB5B DDX27 DENR DHFR DHX33 DNAJA4 DTL DUT E2F2 EED ELOC ELP5 ENSG00000289047 ERVH48-1 ESCO2 FANCE FDXACB1 FEN1 FNBP1 FXN GABPB1 GDNF GEMIN5 GINS2 GINS3 GMNN H2AZ1 H4C13 H4C3 H4C4 H4C5 HAPLN1 HAUS2 HDAC6 HINT3 HOXD13 HPDL IGF1 INF2 INIP ITGAE KCNE3 KIAA0319 KIAA1143 LMNB1 MAPRE1 MCM10 MIR4435-2HG MPHOSPH10 MRPL11 MRPL24 MRPL48 MT1G MYBL2 MYO10 NAGPA NCAPH2 NDN NEFH NOLC1 NOP56 NPM1 NR0B1 NT5DC3 NUP50 NXPH2 PANK3 PCGF5 PLEKHA7 POLR1F POLR2E PPCDC PPIL1 PPP2R5E PRELID1 PSMA7 PSMC3IP PTMA RASSF1 RBP7 RCC1 RFFL RIMBP3 RMI1 RPIA RPP30 RPS10 RPS8 RRM2 RRP15 RRP9 RSL1D1 SAMD5 SCFD1 SCLY SFR1 SKP2 SLC25A10 SLC43A3 SLC5A6 SLC7A11 SNRPC SPATA5 SPINDOC SRRM1 STAMBPL1 STRBP TAF3 TCF19 TELO2 TEX19 TFEC TGIF2 TIMM10 TIPIN TMPO TNPO1 TOE1 TPRKB TRMT10A TRMT6 TRMT61A TYMS UBA52 UBE2D4 UCK1 UTP23 WDR5 WDR76 YAF2 ZNF114 ZNF141 ZNF560 ZNF93 ZWILCH ZWINT GARCIA_TARGETS_OF_FLI1_AND_DAX1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GARCIA_TARGETS_OF_FLI1_AND_DAX1_UP ADCK5 ANKRA2 ATP7B C5orf15 CIRBP CPT1B CUL7 FAM234A FKBP14 FNDC4 GNPTG HLA-E HMGCL IFT140 IGFBP5 INPPL1 KCNMB4 KCP KDELR3 KLHDC8B LGALS1 LMBR1L LRP10 MAGED4B MAP3K1 MYO6 NBAS NCKAP5 NEIL1 NKX3-2 PBXIP1 PGAP1 PJVK PLIN3 PTGES3 RASA4 RFNG SEMA6A SGSM2 SLC26A11 SMIM14 SNX14 STAT2 STIM1 SVIL SYNGR1 UBE2L6 WDR19 ZFP90 ZNF217 GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_BLACK_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_BLACK_DN ABHD10 ELAC1 LRATD2 MTSS1 OSGEPL1 PIK3C2B SLC30A1 SMAD3 TARS2 ZEB2 ZNF22 GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_BLACK_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_BLACK_UP ABHD4 AKIRIN2 ATP11B CCDC82 CCDC93 CD55 CDC42EP2 CDKN1A CLK1 DUSP14 EIF1 ERRFI1 ETV5 F2RL2 GCH1 KLF2 LATS2 MOB2 NFE2L2 OSGIN2 PLAGL1 PRNP RGMB RHPN2 RNF227 SNX16 SPRY4 SQLE SRC TFEC TRIB3 UBBP1 ZBTB21 ZNF44 ZNF654 GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_BLUE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_BLUE_DN ACBD4 AGGF1 AKNA AMACR ATOH8 BMP2K BMP4 C2orf68 CASP8 CCNF CH25H CMTM3 CSTF2T DHX35 DNAAF2 ELK3 FAM117B FAN1 FANCF FBXL15 FBXO42 FUT8-AS1 FZD2 GATA6 GATA6-AS1 GDPD1 GPAM GSPT2 HEATR6 HILPDA HOXA2 HOXA3 HOXB3 HTT KCNH7 LIPT1 MBLAC2 MECOM MEIS1 MYLIP NAPEPLD NREP PALMD PATZ1 PIK3R3 PINX1 PRMT6 PTCD2 RALGPS2 RBM43 RUNX1T1 SIX5 SNN SOX7 SUOX THUMPD3 TMEM50B TNFRSF1B VWA5A ZFP36L2 ZNF397 ZNF462 GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_BLUE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_BLUE_UP AGO2 AHSA1 AIFM2 AKIRIN2 AMMECR1L ATF3 BACH1 BAG3 BANP BRF2 C10orf88 CASP3 CBLL1 CCNG2 CHORDC1 CNST CPEB4 CREBBP CREM CWC25 CXCL3 CXCL8 DDIT3 DEDD2 DNAJA1 DNAJA4 DNAJB1 DNAJB6 DNAJB9 E2F6 EID3 EIF5 EMP1 ESM1 F3 FGFR1OP2 FOSL1 FRS2 GLA GNA13 GPAT3 HAPSTR1 HBEGF HERPUD1 HSPA1A HSPA1B HSPA4L HSPA6 HSPB8 HSPH1 IFRD1 INHBA JMJD6 JUND KANSL1L KBTBD8 KCTD5 KDM7A KIF1B KIF21A KITLG KLF5 KLHL21 KLHL28 LURAP1L MACO1 MAFG MAFK MAP1LC3B MILIP MIR22HG MIR3682 MIR4458HG MOSMO MTHFD2L MXD1 N4BP2L2 NFATC2 NFIL3 NUTM2B-AS1 OSER1 PCF11 PCYT1A PHF1 PLAUR PMAIP1 PNP PNPLA8 PPP3CC PXDC1 RAB23 RBBP6 RBM33 RCAN1 RELB RELN RGMB RHEBL1 RNF24 RORA RRP7A RSL1D1 RTCA RYBP SAMSN1 SAV1 SERTAD1 SESN2 SLC19A2 SLC3A2 SMCR8 SMURF1 SOS1 SOWAHC SPINDOC SPIRE1 SRXN1 STIP1 STK17A TMEM217 TNFSF9 TRIB1 TSC22D3 UBALD2 UBE2FP1 VCPIP1 VPS37A WDR20 YRDC ZBTB21 ZBTB43 ZC3H12C ZFAND2A ZNF222 ZNF264 ZNF394 ZNF468 ZNF473 ZNRF3 GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_BROWN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_BROWN_UP ADRB2 ANKRD33B CPNE8 CYP51A1 IAH1 INSIG1 KCTD21 LPIN2 MIR221 MIR29B2 MSMO1 NQO1 PTGR1 SLC2A3 SQLE SQSTM1 GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_CYAN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_CYAN_UP ADAM17 AKIRIN2 ARF6 CCDC117 CDK17 CITED2 CREBRF CSGALNACT2 GNA13 GSR PSEN1 PTGER4 PTP4A1 SETD5 SLC7A1 TFE3 USP12P1 GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_GREEN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_GREEN_DN ANKRD11 ART4 ASTE1 B4GALT5 CEP126 CLUAP1 DUS2 DYRK2 EHMT2 FRMD6-AS2 H1-0 MXD3 NAV1 NFYA NSD1 NUMA1 PATZ1 PRDM15 PRICKLE1 PSRC1 RNF145 RPP25 THUMPD3 TMEM177 GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_GREEN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_GREEN_UP AKR1B10 ANKRD28 CHD2 CPEB4 CPNE8 CREM CSNK1G1 DUSP6 ETV5 FAM120AOS GEM GNE HDAC9 IDI1 IFNE LDLR MALT1 RAB23 RCAN1 SGMS2 SIK1 SLC4A7 SOCS3 STIP1 TMEM171 TNFRSF10A GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_GREY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_GREY_DN ACKR3 ADORA2A AGPS ARL4A ATOH8 AURKB B3GNT5 C1QTNF6 CRISPLD1 CROT CYRIA DUSP10 DUSP23 DUXAP8 EEIG2 ENSG00000291006 EVI2B EXOSC4 FLRT2 FOXC1 FOXP1 FRMD3 FZD8 GBP1 GJA5 GRAP GXYLT2 HEY2 HOXA5 HRCT1 IFIT1 IFIT3 IFIT5 JADE1 KANK2 KNOP1 LIPG LMO2 LYPD1 MB21D2 MECOM METTL7A MGARP MT1F NSUN5 NSUN5P1 NYNRIN OXLD1 PCDH17 PDGFB PGRMC2 PHLDB2 PIDD1 PLIN2 PPAN PPP1R3C PRSS23-AS1 RAPGEF5 RASSF10 RHOBTB3 RPRD1A RUNX1T1 SESN3 SH2D3C SHISA3 SMAD7 SMIM3 SORBS2 SOX4 SPAAR STAT1 STK38L TBX1 TBX18 TCIM TFAP2A TNK2 ZMYND8 ZNF395 ZNF503 GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_GREY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_GREY_UP ADAMTS1 ADAMTS9 ARRDC4 CCDC68 CREBRF DUSP5 FNIP1 HERPUD2 INSIG1-DT IRAK2 KIAA1522 LBH NAV3 RORA SOS1 TFEC TRIM16 ZSCAN31 GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_LIGHTGREEN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_LIGHTGREEN_DN ARGLU1 CD40 CIRBP GIMAP4 RALGDS RARB SPOCD1 WSB1 GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_LIGHTYELLOW_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_LIGHTYELLOW_UP ABHD3 CSGALNACT2 GNA13 IER5 PIM1 PNPLA8 RBBP6 SIRT1 UGDH USP12 ZDHHC18 GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_MAGENTA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_MAGENTA_DN AGGF1 DBR1 DIDO1 ETAA1 GPAM IMP3 IRAK1BP1 KBTBD6 MIDEAS RANBP6 RSBN1L RTL6 GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_MAGENTA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_MAGENTA_UP ABL2 BPGM BTN2A1 CSRNP1 DNAJA1 DUSP16 FBXO30 FOSL2 GABARAPL1 HAPSTR1 HSPA8 KANSL1L KIAA0232 KLF6 LATS2 LINC00622 MAFF MAFG NUP153-AS1 PPP1R15A PRDM4 PTGS2 PTP4A1 RASD1 RIT1 TNPO1 ZNF844 ZSWIM6 GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_PINK_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_PINK_DN ACKR4 ARHGAP28 BBS10 CEP68 CERT1 CRACR2B CYP26B1 DEPP1 EHD3 FILIP1 GBP2 GIMAP2 GIMAP6 GIMAP7 GIMAP8 HECW2-AS1 HS3ST1 LONRF3 LPAR6 LRIG3 LYN MEF2C MYCN NRP2 PALMD PLXNA4 SEMA6D THBD TMEM140 TNFSF10 ZEB2 ZNF436 ZNF608 ZNF704 GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_PURPLE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_PURPLE_DN ADAMTS6 ANAPC5 CCDC18-AS1 FOXP1 GAS5 IFFO1 LAMB1 MOV10L1 MTUS1 PRAG1 RALGAPA2 RBMX STAT1 GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_RED_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_RED_DN CEP68 CLEC14A EEF2K EPHA4 FAM78A FRY GIMAP1 GIT2 HLX INKA1 KLHL3 MAFB MLYCD NR5A2 RAB11A RALA RHOBTB1 SAMD13 SESN1 SPTLC2 SUOX TRIM34 TXNIP VGLL4 ZKSCAN4 ZNF436 GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_RED_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_RED_UP ATF4 CEBPB CEBPG CHAC1 DDIT4 DDX10 E2F7 GRPEL2 LRP8 MTHFD2 NCEH1 SLC7A5 STC2 STX11 TUBE1 VEGFA GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_SALMON_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_SALMON_DN ADGRG6 APOL3 ARHGEF37 CXADR CYRIA GJA4 GMPR KLRG1 LYN NUDT4 PIK3IP1 PIK3R3 PROX1 TRIM25 VGLL4 GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_TAN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_TAN_DN CCDC9B DCBLD1 EFNB2 ENC1 EXT1 FN1 NAV1 NUAK1 PLD1 SLC35D1 SOX4 GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_TURQUOISE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_TURQUOISE_DN ARMCX4 AURKA BARD1 BUB1B CBX2 CCDC51 CCNA2 CCNF CDC20 CDK2AP2 CDKN2C DDX28 DHRS3 E2F8 EID2B ELOVL6 ENOSF1 ESPL1 EXOSC2 F8A1 FAM111A FAM111B GEMIN6 KIF15 KIFC1 LYL1 MKI67 NDC80 NEIL3 NIF3L1 NR2F6 NXF1 OSGEPL1 PAGR1 PIK3CG PLCXD1 PLK1 PML POLR3B PPIL2 PPP1R35 PRMT7 RARA-AS1 RRS1 SGO2 SKP2 SPC24 TACC3 TIMM8A TMPO TREX1 TTLL12 XAF1 ZNF174 ZNF280D ZNF93 GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_TURQUOISE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_TURQUOISE_UP ACVR1 AFF4 AGO2 AHR ANKRD12 ARHGAP5 ARRDC3 C15orf39 CCDC117 CCDC82 CCNG2 CDC42EP2 CFLAR CLDN15 CLDND1 CLIC2 CLIP2 CNKSR3 CREBRF DIDO1 DLGAP1-AS2 DNAJB6 DUSP1 DUSP3 EGR1 EMP1 ERN1 FBXO30 FGFR1OP2 FOSL2 GABARAPL1 GAN GCLM GDF15 GPCPD1 HIPK3 HS6ST1 HYCC2 IPMK JUN KLF10 KLF6 LINC00304 MAP1B MERTK MYC MYCT1 NAB2 NCOA3 NECTIN3 NIPA1 NMRAL2P NRG1 PALM2AKAP2 PANK3 PGF PIM3 PRNP PTGR1 PTP4A1 RICTOR RIT1 RORA RRAGC SAMD8 SGK1 SLC25A25 SLC4A7 SLC7A11 SMG1 SPIRE1 SPOPL SPRY2 SQSTM1 TIPARP TNFSF18 TNPO1 ZBTB34 ZCCHC2 ZFP36 ZNF264 ZNF627 ZNF697 GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_YELLOW_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_YELLOW_DN B3GNT5 B4GALT5 CCDC85B DENND5B GEMIN4 HILPDA KNOP1 LPCAT1 NREP OXLD1 PATZ1 PCTP PIK3R2 PML RGL1 RGS3 RNF145 RTL10 SLC30A1 TMEM50B ZMYND8 ZNF18 ZNF827 GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_YELLOW_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_YELLOW_UP ATXN7 C10orf88 CHIC2 CNST DIPK2A ENTPD7 GCLC GCLM GK HAPSTR1 HMOX1 JOSD1 KDM7A KITLG KLF4 LCOR LDLR MACIR MOSMO NAV3 NPC1 NUP153 OSGIN1 PHLPP2 PPP3R1 RAB8B SGMS2 SLC7A1 TNPO1 TULP3 UNKL XPO1 GARY_CD5_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GARY_CD5_TARGETS_DN ABCF2 ABT1 ACKR4 ADI1 ADSL AFF3 AIM2 AIMP2 AK4 ALG13 AMD1 ANAPC7 ANP32A AP4B1 AP4S1 API5 APTX ARL5B ASCC3 ASNSD1 ATP2B1 ATP6V0E1 ATP6V1C1 ATR AZIN1 BAG2 BAG5 BASP1 BCCIP BCL11A BCLAF1 BIRC5 BLNK BLZF1 BMP2K BRI3BP BTN3A3 BZW1 CASP1 CCAR1 CCDC85A CCNB1 CCNE2 CCT6A CD86 CDC25A CDC27 CDK12 CDK2AP1 CDK5RAP1 CEBPZ CENPF CENPI CEP152 CFL2 CHCHD7 CHORDC1 CHST11 CHUK CITED2 CLSPN CNDP2 CNOT4 CNOT7 CNPY2 COMMD5 COX5A CREM CRYZ CSTF2 CSTF2T CUL2 CUL4A CYB5B CYBB DAAM1 DANCR DCTPP1 DDX1 DDX18 DDX20 DDX27 DDX46 DHX29 DHX9 DLEU1 DLEU2 DNAJA1 DNAJB11 DNAJB4 DNAJB6 DNAJC10 DNAJC7 DNAJC9 DNTTIP2 DRG1 DTL DTYMK DYNC1LI1 DYRK2 EBNA1BP2 EIF1AX EIF2B1 EIF2B4 EIF2S1 EIF3J EIF3JP1 EIF4E2 EIF5 ELOA ELP1 EMB EMG1 ENSA ERAP1 ERCC6L ETF1 ETS1 FAM98A FAR1 FARSA FASTKD2 FBXO28 FBXO5 FCGR2B FEN1 FIGNL1 FLAD1 FMR1 FOXO1 FPGT FRMD8 FUBP1 FUBP3 GALNT7 GANAB GAR1 GAS5 GBP1 GDAP1 GEMIN4 GEMIN6 GFM1 GINS1 GLMN GMFB GMNN GNL2 GNL3L GPATCH4 GPR183 GRSF1 GSPT2 GTF2H1 GTF2H2 GTPBP4 H3-3B HCCS HEATR1 HINT1 HLA-DMA HLA-DPA1 HNRNPC HNRNPD HNRNPM HSP90B1 HSPA1A HSPA1B HSPA4 HSPA5 HSPH1 ICE1 IDE IFI35 IFIT1 IKBIP IKZF1 IKZF5 ILF3 INTS2 IPO11 IPO5 IRF8 ISCA1 KBTBD6 KBTBD8 KDSR KIAA1586 KIF14 KIF23 KLC1 KLF10 KMO KPNA2 KPNB1 KRT10 LANCL2 LARP4 LARS2 LCMT2 LSM10 LTB MAGOHB MAGT1 MANEA MANF MAP3K7 MAX MED7 MESD MET METAP2 METTL13 MGAT2 MRPL1 MRPL15 MRPL20 MRPL30 MRPL32 MRPL35 MRPL36 MRPL50 MRPS11 MRPS12 MRPS16 MRPS17 MRPS23 MS4A1 MSANTD4 MSANTD7 MT1X MTMR4 MYBL1 NASP NAV2 NCBP1 NDUFB7 NHLRC2 NLN NME1 NOL11 NOLC1 NOP2 NOP56 NOP58 NUDC NUP133 NUP160 NXF1 OAS1 OGA OIP5 OTUD6B PAFAH1B1 PAK1IP1 PALLD PAN2 PAPOLA PBRM1 PDCD5 PDIA6 PDP2 PFDN1 PGM2 PGRMC2 PHAX PHB1 PIGW PLAA PLEKHF2 PMPCA PNN PNO1 PNP PNRC2 POLA2 POLE2 POLE3 POLR1C POLR1F POLR3G PPIB PPIG PPIL1 PPP4R3B PPWD1 PQBP1 PRELID1 PRPF38B PSMA7 PSMB5 PSMC2 PSMC3 PSMC5 PSMC6 PSMD1 PSMD13 PSMF1 PUM3 QRSL1 QTRT2 RAB29 RABEPK RALGPS2 RAN RANBP6 RARS1 RBM14 RBM22 RBM25 RBM3 RBM4 RBM8A RBMX RCL1 RDH13 RFC2 RFC3 RHOH RINT1 RLIM RNF138 RNF20 RPF1 RPP40 RRM2 RRP15 RRP1B RRP9 RSC1A1 RUNX1T1 SAMD9 SAMM50 SAP18 SBDS SDF2L1 SEC23IP SELENOK SENP6 SEPHS1 SERBP1 SERF2 SERPINA9 SERTAD2 SGK3 SGMS1 SH3TC1 SIGLEC10 SKP2 SLC11A2 SLC25A19 SLC30A5 SLC30A7 SLC35B3 SLC44A1 SNHG14 SNHG4 SNRPC SNRPD3 SOAT1 SOD2 SP140 SRFBP1 SRI SRRT SRSF1 SRSF10 SRSF11 SRSF2 SRSF3 SRSF8 SSU72 STAG1 STIP1 STK17A STX7 SYNCRIP TAF9B TANK TARDBP TBC1D9 TDG TFAM TFRC THADA TIA1 TIPIN TLR1 TLR10 TM2D2 TMEM33 TNFAIP8 TNPO1 TNPO2 TPR TRAPPC4 TRMT10A TRMT10C TRMT5 TSFM TSN TTI1 TUBA4A TWF1 TWNK TXNDC9 TXNIP UBAP2L UBE2F UBE2K UBE2L3 UCHL5 UFD1 UFM1 UGDH UHRF1 UMPS USP15 USP16 USP6NL UTP15 UTP3 WBP4 WDR3 WDR36 WDR77 WWP1 XPO4 YRDC YTHDF3 ZBTB24 ZCCHC10 ZDHHC16 ZNF207 ZNF367 ZNF407 ZNF451 ZNF506 ZNG1A ZWINT GARY_CD5_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GARY_CD5_TARGETS_UP AAAS AARS1 ABHD6 ACKR3 ACLY ACTMAP ACY1 AGPAT1 AGRN AHCYL1 AIP AKAP13 ALDH16A1 ALDH6A1 ALDOC ALKBH7 ALOX5 AMFR ANKRD11 AP2A1 APBB2 APEH ARHGDIA ARID1A ARL2 ASAP1 ASCC1 ASL ASMTL ASNS ATF4 ATP5F1D ATXN2L AUH AURKB BAP1 BCKDK BCL2 BCL2A1 BCL2L11 BCL3 BNIP3L BORCS8-MEF2B BRAF BTBD7 BTG2 CAB39 CADPS CALM3 CALML4 CALR CAMK2D CAMLG CAPNS1 CARMIL2 CARS1 CBS CCL3 CCL4 CCNB1IP1 CCNG1 CCR7 CD22 CD37 CD48 CD52 CD55 CD69 CD70 CD72 CD74 CD83 CD99L2 CDC42 CDK10 CDK16 CDKN1A CDT1 CEBPB CEBPG CHI3L2 CLEC2B CMTM8 CNOT3 CNOT6L CPNE1 CREBRF CSNK1E CTBS CTH CTNNA1 CYP51A1 CYSTM1 DAPK3 DARS1 DBP DCAF7 DDIT4 DDX17 DENND11 DESI2 DHCR7 DHPS DHRS7 DHTKD1 DMPK DOK3 DPP7 DUSP5 DYNC2I2 DYNC2LI1 EEIG1 ENO2 ERLIN2 ESD ETHE1 EVI2A FAHD2A FAM162A FASN FDFT1 FGR FLOT1 FNIP1 FOXK2 FOXN3 FXYD5 FYN GAA GABARAP GARS1 GART GAS5 GATAD1 GBE1 GCHFR GFI1B GKAP1 GLCCI1 GM2A GNA13 GNAI2 GNB1 GNB2 GNG7 GNS GPI GPR160 GRAMD1A GRINA GRK2 GRK3 GSK3B GTPBP1 HCFC1R1 HELLS HERC3 HIBADH HLA-E HMG20B HMGA1 HMGCR HMGCS1 HNRNPUL1 HPCAL1 HSD17B8 HSF1 ICAM1 IDH2 IFRD1 IFT80 IGHM IL10 IL10RB IL21R IL2RG INHBE INSIG1 INTS6 IRF1 IRF2BP2 IRF9 JUNB JUND KAT8 KCNN3 KDELR1 KDM4B KDM6B KIAA0319L KIF21B KIF3A KLHDC2 KLHL24 KPNA1 KYAT3 LAMA3 LCK LDAF1 LDLR LENG8 LEPR LETMD1 LHFPL6 LILRB4 LPCAT4 LPIN1 LRBA LRIG2 LRRC28 LRRC41 LRSAM1 LSP1 LSS LTN1 MACROD1 MALAT1 MAP1LC3B MAP1S MAP2K2 MAP2K3 MAP4K1 MAPK9 MAPRE2 MARCHF1 MARCHF6 MARCHF9 MARK4 MARS1 MAST2 MAZ MBP MEF2A MEGF9 METRNL METTL9 MFHAS1 MGAT4B MICU1 MID1IP1 MIDN MIF4GD MINK1 MKNK2 MKRN1 MND1 MPST MRPL2 MSMO1 MTA1 MYADM MYLIP NADK NAGLU NAT14 NAXE NBEAL2 NCOA3 NEAT1 NF1 NFAT5 NFE2L1 NFKB2 NFKBIA NLK NLRP11 NME4 NOS3 NPC2 NPIPB3 NR1H2 NUCB2 NUP210 OGFR OIP5-AS1 P2RX5 P4HA1 PACS1 PAN2 PARVB PBXIP1 PCGF5 PCK2 PDCD4 PDK1 PFKL PGK1 PHF13 PHF14 PHGDH PI4KB PIGO PIGP PIK3IP1 PILRB PIM2 PJA2 PKN1 PKN2 PKP2 PLEK PMAIP1 PNKP POLD4 POLDIP3 POU2F2 PPARA PPP1R10 PPP1R14B PPP1R18 PPP1R9B PPP2R5C PRKCSH PRRC2A PSAT1 PTOV1 PTPN6 R3HDM2 RAB11B RAB39B RALA RBFOX2 RBM39 RELB REXO5 RGS1 RGS16 RIMS3 RNU6-1016P RPL13A RPL31 RSRC1 RUNX3 SAMD1 SAT1 SC5D SCARB1 SCD SDCBP SECISBP2L SELENOO SEPTIN6 SERINC3 SESN2 SESTD1 SET SF3A2 SGPP1 SH3GLB2 SHKBP1 SHMT2 SIPA1 SLC1A4 SLC1A5 SLC25A1 SLC25A37 SLC2A3 SLC35A3 SLC38A2 SLC39A9 SLC3A2 SLC43A1 SLC44A2 SLC7A1 SLC7A11 SMIM27 SOCS7 SORL1 SOX5 SPARCL1 SPI1 SPIB SPIC SPOP SQLE SQSTM1 SREBF2 SRRT ST6GALNAC4 STAT1 STAT5B STK4 STN1 STRN4 STS STX16 STX17 STYXL1 SUCLG2 SULT1A1 SUSD3 SYNGR3 TAF1 TAF15 TAFAZZIN TAGAP TAOK1 TARS1 TBC1D1 TBL1X TCF4 TGFB1 THAP4 TIFA TIPRL TKFC TKT TLN1 TLR9 TM2D1 TMC6 TMC8 TMED4 TMEM120A TMPRSS15 TNFAIP3 TNFSF9 TNIP2 TOR3A TP53 TPM4 TPP1 TPRA1 TRAK1 TRIM4 TRIM69 TRIO TSPO TSTD1 TTC3 TUBE1 TUBGCP3 TYSND1 UACA UBE2R2 UBXN6 UBXN7 UCP2 UHMK1 UQCRC1 USP47 UST UVSSA VAMP2 VEGFA VLDLR VMP1 WAC WARS1 WAS WASF2 WASH3P WBP2 WDFY1 WDR33 WIPF1 WNK1 WNT10A WSB1 WWOX YWHAE ZC3H11A ZDHHC5 ZFAND3 ZFP36L1 ZFP36L2 ZMYM2 ZNF207 ZNF277 ZNF318 ZNF581 ZNF627 ZRANB3 GAURNIER_PSMD4_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAURNIER_PSMD4_TARGETS B2M C2 C3 C3AR1 C5AR1 CCL1 CCL13 CCL18 CCL19 CCL2 CCL20 CCL23 CCL3 CCL5 CCL7 CCL8 CCR1 CCR10 CCR3 CCR5 CCR7 CD86 CXCL1 CXCL10 CXCL11 CXCL13 CXCL16 CXCL2 CXCL3 CXCL6 CXCL8 CXCL9 HLA-A HLA-B HLA-C HLA-DMA HLA-DMB HLA-DOA HLA-DPA1 HLA-DPB1 HLA-DPB2 HLA-DQA1 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G HLA-H IFNGR1 IL10 IL12B IL12RB1 IL13RA1 IL16 IL17RA IL18R1 IL1A IL1R2 IL21R IL22RA1 IL6 IL7 NFKB1 NFKB2 RELB TGFB1 TGFBR1 TNF GAUSSMANN_MLL_AF4_FUSION_TARGETS_A_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUSSMANN_MLL_AF4_FUSION_TARGETS_A_DN AARS2 ACOT2 AGMO AHRR ALDH1A1 ANKS3 APLP1 ASRGL1 ATF3 B4GALNT4 C16orf89 C1QTNF3 C3orf38 CABLES1 CAMK4 CD59 CDH17 CEP72 COL19A1 COL2A1 COLEC10 CPEB2 CSDC2 CXADR CYP2C18 DCC DDX18 EFNA5 ENDOD1 ENPP2 EPPK1 ERLEC1 ESR1 FAM107A FBXO2 FKBP10 GALNT13 GTSF1 GVINP1 HIRA HLA-A HLA-B HLA-DMA HOXD13 IQCG ITGB5 ITIH5 KCNMB1 KLF2 KRTAP1-4 LAMA5 LCP1 LMF1 LOXL4 LRATD2 LRRN4CL LYZ MACC1 MLIP MYO1D NAT1 NPTXR NTN4 PARM1 PCOLCE2 PDE4B PGBD5 PHLDA2 PLEKHA7 PPM1L PYCR1 RACGAP1 RASGRP3 SCARB2 SDSL SEMA3C SEMA3D SH3BGR SLAMF9 SLC22A18 SLC2A3 SLC4A10 SLIT3 SOD3 SPEF2 TACC1 TENT5A TGFB2 TSPAN13 UPK3B VAV3 WNT7B WSCD2 ZNF616 ZNF746 GAUSSMANN_MLL_AF4_FUSION_TARGETS_A_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUSSMANN_MLL_AF4_FUSION_TARGETS_A_UP ACO1 ADAL ADGRL4 AKAP17A AKR1B10 ANK3 ANKRD28 ANKRD29 ANKRD50 AP1S3 APC ARHGAP32 ARRDC3 ARSJ ATP6V1B2 ATP7A B3GAT1 BRD8 BTBD7 C12orf42 C1QL3 C2CD3 C3AR1 C9orf64 CA5B CAMK1D CCDC103 CCL7 CCN1 CCT3 CD209 CEACAM7 CENPE CFAP91 CHD8 CLSTN1 CMBL CNRIP1 CPSF6 CRYAA CRYL1 CSGALNACT1 CXCL12 DISP1 DNAJA4 DTL DTNA DYNLT3 EBF1 EGR1 EID2 EMC9 EMP2 EN1 ENPP5 ERICH3 FHDC1 FJX1 FLT1 GALNS GAS2L3 GATA6 GDA GJB2 GK GLA GLB1L GMDS GNPDA2 GOT2 GPRIN3 GSDME HBEGF HDAC2 HLA-E HOXA10 HOXA7 HTRA1 HUWE1 ID2 IFI16 IGFBP7 JAM2 JMJD1C KAT7 KDM5C KIF24 KMT5A LHX9 LIG3 LYN LYSMD2 MANBA MAOA MAPRE2 MARK1 MATR3 MAU2 MBTPS2 MND1 MOSPD2 MYH9 MYO5A MYOCD NAP1L3 NAV3 NCAM1 NID1 NIPAL1 NR2C2 NR3C1 NRP1 OLIG2 P3H2 P4HTM PACC1 PAK5 PCDH19 PCSK6 PDE8A PDK1 PFKFB2 PITRM1 PITX2 PLGRKT PLPP3 PLXNA2 PPM1H PRELID2 PRPF3 PRTG RBMX RGS2 RIF1 RMDN1 RNF130 RNF138 RP2 RPGR RPL15 RTP4 S1PR3 SBNO2 SBSPON SCRG1 SETD5 SH3KBP1 SLBP SLC20A1 SLC43A3 SLCO1A2 SMOC2 SORD SPDYA SRRM2 SSX2IP ST3GAL6 STEAP2 STRBP SYAP1 SYT12 TCAF1 TDRKH TGM2 THBS2 THOC1 TNFAIP2 TNFAIP8 TNRC6A TP53 TPGS2 TRIM2 TRIM44 TRIM9 TSR2 TTC9 TUBB2B USP14 VEGFD WAC WASL WDR33 WDR37 WIPF1 WLS YES1 YTHDC2 ZDHHC20 ZMYM2 ZNF22 ZNF286A ZNF454 ZNF467 ZNF518A ZNF780A GAUSSMANN_MLL_AF4_FUSION_TARGETS_B_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUSSMANN_MLL_AF4_FUSION_TARGETS_B_DN ADH7 NIBAN1 NUPR1 PLSCR4 SH3BP5 TAF9B TRIP12 WNT5A GAUSSMANN_MLL_AF4_FUSION_TARGETS_B_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUSSMANN_MLL_AF4_FUSION_TARGETS_B_UP ADAM12 BTG1 CD79B CIB2 CLEC2D COL11A1 CRLF1 DNAJC12 ENPP1 GABRA6 GALNT12 HEATR6 IRGM NRXN1 NUS1 OMD PARP12 PPP1R3C PROKR1 RANBP2 RBM47 RUNX3 TCN2 USP9X WNK3 XIST ZNF385B GAUSSMANN_MLL_AF4_FUSION_TARGETS_C_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUSSMANN_MLL_AF4_FUSION_TARGETS_C_DN AHI1 AKR1C4 ARHGAP22 ASNS BCS1L CCDC7 CHAC1 CYS1 DEFA1 DSCAML1 ERMP1 ERO1A GREM2 IAPP IFI16 KLHL4 MLF1 NPY1R PLCL1 RNF187 SLC7A11 TLE4 UCHL1 GAUSSMANN_MLL_AF4_FUSION_TARGETS_C_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUSSMANN_MLL_AF4_FUSION_TARGETS_C_UP ACAA1 ACTN3 ALG14 B3GALT1 B3GAT3 B4GALNT1 BNIP2 BRD2 BRDT BTF3L4 BUB3 CA9 CALU CASTOR2 CCAR1 CCDC125 CDC42EP2 CGAS CHMP5 CLDN10 COL27A1 COL5A1 COTL1 COX11 CPT1A CRYBG1 CSNK1A1 CTSF CXCL10 DAPP1 DDAH1 DMP1 DNAJC3 DNMT3A DPY19L3 E2F6 ECRG4 EMC7 ERBIN ERGIC2 FAM13C FAM149A FAM20A FAT4 FBXL3 FGD3 FKBP14 FKBP7 FLT4 FNDC3A FOXN3 GGNBP2 GLIS3 GPR45 GPSM1 H2BC17 HSPA1A HYPK IER5L IFITM1 IFITM3 IFNAR1 INO80 ITGA1 KANK3 KCTD3 KLF12 LACC1 LCORL LFNG LPIN1 LRCH1 LRIG1 LRRC63 LYSMD1 MACROH2A2 MALAT1 MAP2K4 MAP3K1 MAP4K5 MEOX1 METTL27 MFSD8 MIR100HG MIR22HG MRPS15 MSLN MXRA7 NCK1 NEDD9 NEK7 NEMF NES NETO2 NEUROD1 NFKBIE NHERF2 NKTR NXN PDCD6IP PDE1C PDLIM5 PDZD2 PER1 PHIP PIK3CA PLAU PLD3 PLEC PPP1R13B PPP1R16A PPP1R3F PRKAG1 PRPF38B PRPF40B PRPF4B PSMD7 PTHLH PTPRD PUF60 RAB3IL1 RASL12 RASSF3 RBM10 RFX3 RMND1 RORA RPRD2 RPS15A RPS20 RPS6KA5 RREB1 SACM1L SCRN3 SDC1 SH3BGRL2 SLC11A2 SLC12A6 SMR3B SNX13 SOX7 SPEG SRSF11 STAG1 STAT3 TCF4 TCF7 TCL1B TEC TENT2 TIMP3 TLL1 TMC6 TNFRSF19 TOMM20 TP73 TPK1 TRPM5 TSNAXIP1 TUBG2 TXLNB UBE2D3 UGDH UNC13B USP3 WDR6 YIPF2 YIPF4 YWHAZ ZBTB38 ZC3H11A ZIC3 ZMAT2 ZNF182 GAUSSMANN_MLL_AF4_FUSION_TARGETS_D_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUSSMANN_MLL_AF4_FUSION_TARGETS_D_DN AFP ALDH1A1 APOBR CCNY DUSP4 GPC1 GPC6 PXYLP1 SLC35C2 ZNF616 GAUSSMANN_MLL_AF4_FUSION_TARGETS_D_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUSSMANN_MLL_AF4_FUSION_TARGETS_D_UP ADCYAP1 ADRA2C ARNT2 CA13 CD302 CD74 CDC14A CYP2B6 DRD2 EIF4G3 EPHB6 EVA1A EVA1B F5 FABP4 FBXO45 FGF9 GPR153 HECW1 KCNAB1 LOXL2 LXN MED13 NPR3 PABPC4L PDE6B PDXP PERP PLA2G7 POPDC3 QPCT RAB9B RIMS4 SERPINE2 SLC16A12 SSBP2 VSIR XPO7 GAUSSMANN_MLL_AF4_FUSION_TARGETS_E_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUSSMANN_MLL_AF4_FUSION_TARGETS_E_DN ANGPTL6 ARMCX4 CDSN COL6A3 DACH2 GPNMB GPT2 IGFBP4 ITM2A MGST1 MORC4 NEO1 PEG3 PLAGL1 RAB3B SERPINB9 SGK3 STBD1 TAF7L TRIB3 TUBB3 VLDLR GAUSSMANN_MLL_AF4_FUSION_TARGETS_E_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUSSMANN_MLL_AF4_FUSION_TARGETS_E_UP ABCA1 ADGRE5 ADGRG2 ADM AKIP1 ASB5 ASPN ATP1B1 BEND5 BVES C1S CARNS1 CCL5 CD34 CDH11 CDH3 CEMIP CLEC11A CLU COLEC12 CP CRIP1 CRYAB CTBS CTHRC1 CXCL6 CYP7B1 EGR3 ENPP1 EPHA1 FABP3 FLRT3 FOS FOXRED2 GAL3ST4 GAS2 GCA GNRHR GRB14 HAS2 HDAC9 HEY1 HSPA1B ID4 IFIT1B IL13RA1 IL7 INTS12 ISLR KCNF1 KCTD12 KDM6A L1CAM LMCD1 MAN1C1 MEDAG METTL7A MTUS2 MYO1B NIPAL4 NPNT NREP NTN1 NUDT7 OCIAD2 PCDHB4 PDE10A PDGFRA PDGFRL PLB1 PMAIP1 POSTN PPIG PROCR PTN RAB40B RASL11A RCAN2 RGCC RIOX1 RNF144B S100A10 SEMA3B SERPINA3 SERPINB6 SFRP1 SFRP2 SLC1A6 SLC38A4 SLC5A7 SORBS2 SORCS2 SULF1 SVEP1 TBX20 TGFBI YIPF5 ZC2HC1A GAUSSMANN_MLL_AF4_FUSION_TARGETS_F_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUSSMANN_MLL_AF4_FUSION_TARGETS_F_DN ABCB8 AGAP1 AKR1B10 ALDH1L2 AMPD3 ATF5 CA6 CD53 CLEC5A CTH ERO1A FGFBP1 GADD45A GHITM GLCE GSTA1 GSTA2 HTATIP2 LHFPL2 LPL MIGA1 MYOM2 NAP1L2 NNMT OPN3 RAET1L RRAGD SERPINB2 SERPINB9 SH3GL3 TFPI TMEM47 TSPAN12 TWIST2 VEGFC GAUSSMANN_MLL_AF4_FUSION_TARGETS_F_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUSSMANN_MLL_AF4_FUSION_TARGETS_F_UP ABLIM1 ACTG2 ADAMTS2 ADAMTS4 ADAMTSL4 ADGRG6 ADGRL3 AFAP1L2 AHR ARFGAP3 ARHGAP28 ARHGEF3 ARSB ATP8B4 AUTS2 BHLHE22 BMP4 BMPER BTG2 BTN1A1 C1QTNF1 C1orf54 CACNA1G CARD10 CASP12 CAST CDA CDHR4 CEBPD CLIP4 CLMN CNN1 CNP COL3A1 COL6A1 COL6A2 CSAD CTSH CX3CL1 DAB2 DECR1 DKK3 DNASE2 DRAM1 DYSF ECHDC2 ECM1 EGFR EMILIN2 ENTREP3 ENY2 EPHA4 EPN3 F2RL1 FAM43A FBLN1 FBLN7 FCGRT FEZ1 FGF5 FMOD FST GAS1 GAS6 GJB3 GM2A GPC4 GSTM1 GSTT1 H1-2 H2BC10 HNRNPA3 HS6ST2 IFI44 IFIH1 IL17RD IL18 IL4R ISG15 JARID2 KDM7A KIAA1671 KLHL30 L3HYPDH LDB3 LGALS3BP LGALS9 LHX9 LIFR LMO7 LOX LRRCC1 LTBP2 LY6E MAP3K8 MAPK12 MATN2 MEG3 MFAP2 MFAP5 MME NCKAP5 NDRG4 NFKBIZ NPR3 NR4A3 NSD1 NT5E NUAK1 OGN OLFML3 OPTC OR51B2 OSMR OSR1 OTOR PCDHB15 PCDHB18P PCID2 PCNX1 PCTP PDGFB PIBF1 PIK3IP1 PIR PLAC9 PLAT PLCE1 PLCG2 PLEKHA6 PLSCR1 PLXDC2 PNRC1 PREX2 PRICKLE1 PRRC2C PSTPIP2 PTP4A3 RBM26 RCBTB2 RGS4 RNF150 RRAD RSRP1 S100A13 S100A16 SCARA3 SCN3A SDF4 SELENOP SERF1A SERPINB1 SLC16A4 SLC1A3 SLC7A2 SNTA1 SPPL2A SPRY1 SSBP4 ST3GAL5 STING1 SYNM SYNPO TCP11L2 TDRD3 TEK TGFB3 TLE2 TLR1 TMEM141 TMEM154 TMEM176A TMEM176B TMEM30A TNFRSF11B TOX TP53INP1 TTC30B TTLL7 WNK2 ZFAND5 ZFP36L1 ZNF185 ZNF398 GAUSSMANN_MLL_AF4_FUSION_TARGETS_G_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUSSMANN_MLL_AF4_FUSION_TARGETS_G_DN AHNAK AKR1B1 ARL14EP CCDC91 CHST1 CPEB1 CPOX CST6 DGCR6 DUS4L DYRK3 ELMO1 ESS2 ETV1 FAM171B GCH1 GPR19 ING5 LRCH2 MEGF10 MTM1 NMT2 NSD2 PCK2 RAB39B RNF128 RPS6KA2 SERPINB8 SLC6A8 TMEM243 VCAN WDR62 WNT4 ZCCHC2 GAUSSMANN_MLL_AF4_FUSION_TARGETS_G_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUSSMANN_MLL_AF4_FUSION_TARGETS_G_UP ABL1 ABTB1 ACTA2 ADAM6 ADAM8 ADH1C AGPS AGR2 ALDH6A1 ANG ANGPT1 ANKDD1B ANLN ANP32A APP AQP5 ARHGEF17 ARID5B ASCC1 ATG7 ATP9A AVL9 B3GNT6 BAZ2B BBS7 BMF C1D C1QTNF5 C1QTNF6 C3 CBR1 CCDC187 CCDC92B CCN3 CD40 CD48 CEBPA CEL CELF4 CFAP119 CHD1L CHGB CHODL CLCN5 CLMP COG5 CPSF4L CREBRF CRMP1 CRTAM CS CSN1S2AP CSTF2T CTNND2 CYP1B1 CYP2A6 CYP2F1 CYRIA DAAM2 DEFB110 DEPP1 DHH DHRS3 DOCK10 DOCK8 DUSP22 EBF3 EGFL7 EGR2 EIF2S1 EMB EMID1 ENKUR EPB41 EPHA7 EYA3 FBN2 FBXO32 FIBIN FLI1 FOXJ1 FOXQ1 FRRS1L GABRE GAP43 GBP6 GDPD2 GML GNG4 GPALPP1 GPR162 GRHL3 H3C14 HSD17B11 IAH1 IGDCC3 IGF1 IL17RE INPP5K IQUB IRAK4 ITIH2 KAT6A KDM5D KYAT1 LIN7B LPIN3 LRAT LRRC49 LRRC71 LRRC8A LY6G6C LYPD6 LYRM9 LYVE1 MAPT MCU METAP2 MFHAS1 MFRP MGLL MGST2 MMP10 MPPED2 MRGPRF MS4A6A MSL3P1 MUC16 MUSTN1 MXRA8 NANOG NCALD NDN NDNF NEGR1 NF1 NFIB NFX1 NFYC NIPA1 NOL4L NPVF NRARP NSG1 NTF4 NUDT14 OPRM1 OR11H4 OSR2 P2RX5 P2RX6 PALLD PAQR5 PCDHB5 PDCL PDK2 PDZD11 PDZK1IP1 PEG10 PGPEP1L PHF14 PHYHD1 PLP2 POLQ POU3F2 PRKG1 PRMT7 PRPF38A PRXL2B PSMB11 PTPN3 PTPN5 PTPRO RAB38 RAI14 RAMP3 RAPGEF3 RBP1 RELN REP15 RHO RNF122 RNFT1 ROR2 RSU1 SCUBE2 SELP SESN3 SF3B6 SH2D1B SH2D5 SIX2 SLC18B1 SLC26A2 SLC35D3 SLCO6A1 SNAPC3 SORCS1 SPARCL1 SPIRE1 SPON2 SRPK3 ST18 ST6GALNAC2 ST8SIA5 STYXL2 SUB1 SYT11 SYT13 SYTL2 TCEANC2 TET1 THBS1 TMCO2 TMED6 TMEM144 TMEM238L TMEM53 TMEM59L TMSB10 TNFRSF25 TNIP2 TRABD2B TRIP11 TSHZ1 TSLP TTC3 TTC34 UBA6 UBAP2 UBD UBE2L6 UBL3 UBL4B UCHL1 UGT2B17 UROC1 VDR VTA1 ZBTB1 ZBTB42 ZBTB47 ZPBP ZSWIM7 GAUTSCHI_SRC_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUTSCHI_SRC_SIGNALING ID1 ID2 ID3 ID4 SERPINE1 SMAD6 SMAD7 TGFB1 GAVIN_FOXP3_TARGETS_CLUSTER_P2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVIN_FOXP3_TARGETS_CLUSTER_P2 ABCB1 ADAT2 AIRN ARSB BCL2 BICC1 BMP7 BTG1 C1orf112 C3orf70 CASP4 CCL20 CCL5 CD200R1 CD22 CD7 CEP192 CHST15 CPE CPM CRYBG2 CTSE CXCR3 CXCR5 DAW1 DSP EPS15 FAM20A FCGR2A FOXN3 GAA GALNS GEMIN5 GJA1 GSTT2 GUCY1B1 IFI44L IGFBP7 IL17A IQCC ITGA4 KIF23 KLK1 LCK LDHD LIME1 LY6K MBNL3 MTMR9 MYO6 NCKAP1L NEURL3 OTUD4 PADI2 PCM1 PELI1 PEX3 PRICKLE1 PRR5L PSTPIP2 PTGER3 RAB6B RAMP1 RGS11 SANBR SEC61A2 SERPINB1 SIGMAR1 SIK1 SLC2A8 SLFN5 SS18 ST6GALNAC1 TBX21 TM6SF1 TMEM176B TMEM38B TNFSF8 TXNL4A VDR ZNF91 GAVIN_FOXP3_TARGETS_CLUSTER_P3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVIN_FOXP3_TARGETS_CLUSTER_P3 ABCA2 ACOXL ACP3 ACTG2 ACTR3B AKAP7 ALDOC ALOX15B ARHGEF12 ARL5A ARMCX4 ATP6V0A1 ATP6V0D2 BAIAP3 BCO2 BICD1 BIK C1QTNF6 CAMK2B CAMK2N1 CASP3 CASS4 CBX7 CC2D2A CCR8 CCRL2 CD200R1 CD244 CD47 CD74 CD80 CDCP1 CELA1 CLIP1 CREM CXCR6 CYBB CYP4F8 DGAT2 DGKD DHX37 DNAJB13 DZIP1 EHD3 ENTPD1 EPCAM EPHX1 ERCC8 EVI2A F13A1 FAM234A FAM81A FCMR FGL2 FHIP1A FRMD5 GABARAPL1 GALM GGT1 GJB2 GNAQ GPD2 GPR160 GPR34 GRB7 HDAC9 ID2 IGFBP4 IGFLR1 IGHG1 IKBIP IL10RA IL18 IL18R1 IL21 IRF5 ITCH ITGAE ITGB5 ITGB8 ITSN1 JAK1 KAT7 KHDC1L KLRG1 KY LAMC1 LGMN LYL1 MALAT1 MATK MATN2 MBP MTM1 MYO1E MYO1F NAPRT NCMAP NEO1 OGA PATL2 PDE2A PDE3B PDE7A PEAR1 PGLYRP1 PHLPP1 PKP4 PLXDC1 PNKD POU2AF1 POU2F2 PPM1L PRDM1 PRDX6 PRKCH PSEN2 PTPN13 PTPRJ PTPRVP RABGAP1L RALGDS RAPGEF5 RHOBTB1 RIN2 RNF144A RNF166 RNF216 S100A4 S100A6 SAMSN1 SCART1 SDC4 SDR39U1 SEMA4A SERINC3 SFI1 SLC15A2 SLC22A5 SLC2A3 SLC35D1 SORCS2 SOX4 SP4 SPOCK2 SPTBN1 SRSF2 ST14 ST8SIA1 SYTL2 TCF7 TDRP TGFBR3 TGIF1 THEMIS TMBIM1 TSPAN3 UAP1 USP18 USP48 ZNF608 GAVIN_FOXP3_TARGETS_CLUSTER_P4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVIN_FOXP3_TARGETS_CLUSTER_P4 ACSBG1 ADH1C AFP ALCAM ALS2CL ANXA4 AOPEP ARHGAP29 ATP8B4 BACH2 CAPG CAPN3 CD79B CD81 CD83 CDKN2C CHD7 CNGA1 CTLA4 CTTN DAPL1 ENC1 EPAS1 ETFBKMT FAH FASLG FOXP3 FRMD4B GADD45B GBP6 GGT5 GPLD1 GPR15 GPR83 GPRC5B GSTO1 HOPX HSPA1B IKZF2 IL1R2 IL1RL1 IL1RL2 IL2RA IL2RB ITGAE ITIH5 KIAA1671 LCLAT1 LYPD6B MAP3K8 MBNL3 MCUB MMD MXD1 MYO10 MYO1C NCF1 NEB NFIL3 NIBAN1 NOL4L NRP1 OSBPL3 PDK1 PENK PIM1 PLAGL1 PMAIP1 PPM1L PRC1 PRKAR1B PXYLP1 RAMP3 RAPGEF4 RFLNB RGCC RILPL2 RRAGD SEMA4A SEMA4F SH3BGRL2 SLC16A5 SLC22A15 SOAT1 ST3GAL6 STON1 STX11 SWAP70 SYT11 TANC1 THEMIS TIAM1 TMIE TNFRSF18 TNFRSF1B TNFRSF4 TNFRSF9 TTC7B TWSG1 VAV2 GAVIN_FOXP3_TARGETS_CLUSTER_P6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVIN_FOXP3_TARGETS_CLUSTER_P6 ABCB1 ABHD4 ACOT7 ALAD AR ASPM ATF6 AURKA AURKB BIRC5 BMP7 BUB1 BUB1B CCNA2 CCNB1 CCNB2 CCR2 CDC20 CDCA3 CDCA5 CDCA8 CDK1 CENPE CENPF CENPK CEP55 CHDH CKS1B CLSPN CMPK2 CST7 CYSLTR2 DCTD EBI3 FBXW8 FIGNL1 GEMIN8 GINS2 GZMB H1-2 H3C14 HMMR ICAM1 IFI44 IGF2BP3 IL12RB1 IL17RB IRF8 KIF20A KIF2C KSR1 LGALS3 MCM10 MMS22L MTMR7 MYO1F NCAPG NCAPG2 NEDD4 NEK2 NRN1 NUF2 NUSAP1 ODC1 PBK PCLAF PDCD1LG2 PLK1 RAD51 RAD54L RASGRP2 RPL17 RRM2 SERPINA3 SLC25A53 SLC39A4 SNX9 SPAG5 SPC24 SPC25 ST8SIA6 STARD10 TGFBR2 TK1 TKTL1 TMEM38B TNFRSF9 TPI1 TPX2 TYMS UNC119 VARS2 ZCCHC18 GAVIN_FOXP3_TARGETS_CLUSTER_P7 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVIN_FOXP3_TARGETS_CLUSTER_P7 ABCB1 ACTN1 ADAMTS6 AFP AGPAT4 AHCYL2 AMIGO2 ANXA1 APOBR APP APPL2 ARHGAP20 BMPR2 C9orf152 CYFIP1 CYP2S1 DENND5A DNAH12 DRC1 DST ECM1 EMP1 ENC1 ENO3 ENPP1 EVI2A FAM89A FASLG FGD6 FOS GALM GATA1 GBP2 GLIPR2 GRAMD2B GUCY1A1 GZMK HECTD2 HIPK2 HS3ST3B1 IFITM3 IFT80 IGF2R IKZF4 IL10 INAFM2 ITIH5 JUN KCNK6 KLRD1 LDLRAD4 LRRC8D LYST MAP6 MBNL3 MSRA MTMR3 MXD1 MYO1E NCOA7 NT5E NTRK3 PARD6G PDLIM4 PPIC PPP1R3E PRF1 PRG4 PRNP QPCT RABGAP1L RESF1 RGCC RNF32 SELP SHE SNN SOCS2 SOSTDC1 SPECC1 ST3GAL6 TLR7 TMEM158 TMEM64 TMSB10 TNFRSF13B TRUB1 TTC39B USP27X WLS XKRX GAVIN_FOXP3_TARGETS_CLUSTER_T4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVIN_FOXP3_TARGETS_CLUSTER_T4 ADSS2 AHCY AHNAK ANKRD17 ARF1 ATP10D BMPR2 BTG2 C3orf80 CALHM6 CAPG CD38 CD44 CD48 CTLA4 CYFIP1 DENND5A DRG1 ENDOD1 ETFBKMT FAM107B FOXP3 GLUD1 GPRIN3 GPX4 GUCY1A1 GVINP1 HINT1 HIPK1 IGF1R IKZF2 IL1R2 IL2RA IL2RB INPP5F IRF4 ITGA6 ITGAE ITGAV ITGB1 ITGB8 KARS1 LARP1B LRIG1 MAF1 METTL17 MTHFS MYC NIBAN1 NOD1 NOP53 NRIP1 NRP1 NT5E NUCB2 ODC1 OTULIN P2RX7 PENK PLAAT3 PLEKHB2 PLSCR1 PPM1L PSMB3 PSMD4 PSMD8 RESF1 RNH1 RORA RPN2 RRAGD SC5D SELENOK SEMA4A SH3BGRL SH3BP5 SLC30A7 SMPDL3A SMU1 SNX14 SNX18 SOCS2 STAT4 STON1 STX11 SYNGR2 SYT11 TIAM1 TIMM10 TMEM65 TNFRSF9 TRBV11-3 TTC39B WLS XBP1 YWHAQ ZNF622 GAVIN_FOXP3_TARGETS_CLUSTER_T7 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVIN_FOXP3_TARGETS_CLUSTER_T7 ADGRG3 AKR1B1 ALG5 AMD1 ANXA6 ATP5F1B ATP5MC2 BACH2 BCL2L11 CAST CCDC22 CCT2 CD2 CD24 CD47 CDC37 CHCHD2 CNTRL CYBA DCTN3 DDX54 ECH1 EIF3B EIF3H EIF3L EIF3M ENO1 FAM50A FIS1 FTL GDI2 GMPS GPR83 GUK1 HCLS1 HNRNPF IK ITM2B JAK1 JAK2 KCNN4 KLHDC2 LGALS1 LIG1 LONP1 LRPAP1 MARCKS MCM6 MDH1 MKRN1 MRPL46 MTF2 MTHFD1 MTMR9 MYC MYL6 NDUFA9 NFKB2 NKG7 NRGN OAZ1 PDRG1 PNP PPDPF PPM1M PRPS1 PSMB8 PSTPIP2 PTP4A2 QARS1 RAC2 RAP1GDS1 RBM33 REEP5 RPL10 RPL18 RPL32 RPS7 RPS9 RTCB RUVBL1 SAMSN1 SAR1A SCART1 SMO SNRPB SPECC1 STAMBPL1 STAT1 STRAP STRN3 SUPT4H1 TIMM13 TPR TRBV11-3 UCK2 UGP2 UNC119B USE1 VIM XPO4 GAVIN_IL2_RESPONSIVE_FOXP3_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVIN_IL2_RESPONSIVE_FOXP3_TARGETS_DN GIMAP6 KIF1B STK38 TMIE YARS2 GAVIN_IL2_RESPONSIVE_FOXP3_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVIN_IL2_RESPONSIVE_FOXP3_TARGETS_UP ARMCX4 ELOVL6 FOXP3 GPR83 HIPK2 IL10RA IL2RA IL2RB KIF3B MAP3K8 MCM7 MCUB RRAGD SORD ST14 STING1 SYPL1 TNFRSF4 ZNF608 GAVIN_PDE3B_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVIN_PDE3B_TARGETS CTLA4 CYBB EBI3 ENTPD1 F13A1 FGL2 GZMB HMOX2 IL10 IL18 IL2RA LAMC1 NCF1 NCF4 NT5E SYPL1 SYT11 SYTL1 SYTL2 TFPI TGFB1 TNFSF10 GAZDA_DIAMOND_BLACKFAN_ANEMIA_ERYTHROID_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAZDA_DIAMOND_BLACKFAN_ANEMIA_ERYTHROID_DN A1CF ABCA5 ACACB ACP5 ACSM3 ACTR2 ACYP2 ADAM22 ADAMTS12 ADM AHCTF1 AHDC1 AHR AHSA2P AIF1 ALOX12 ALOX5AP ANK1 ANXA3 AOAH AP4S1 AP5S1 APOLD1 APOM ARFRP1 ARG2 ARHGEF10 ARIH2 ARL17A ARL4D ARNT ARR3 ASMTL ATG5 ATP8B1 ATPAF2 AURKB AZI2 BAX BBLN BCAT2 BICD1 BLOC1S1 BMP7 BNIP3 BPHL BRCA2 BRD2 BTD BTG1 C10orf88 C1orf50 C1orf54 C6orf62 CAMKK2 CANX CAPN3 CAPZB CASP4 CCDC28B CD44 CDC27 CDC42 CDC5L CDKN1C CDKN2B-AS1 CDV3 CEBPG CELSR2 CFLAR CHST5 CIAO1 CIDEB CIR1 CKB CLASRP CLCN7 CLDN10 CLEC1B CLN5 CMAHP COL2A1 COL8A2 CPA2 CPT1A CST7 CTSB CTSG CTSK CUL5 CYFIP2 CYP1A2 CYP2E1 CYTH2 DALRD3 DAO DBR1 DCAF10 DCLRE1C DCTN3 DCTN4 DCUN1D2 DDIT3 DDX39B DESI1 DIAPH2 DIS3 DMBT1 DNAJC16 DNASE1L1 DOCK1 DPH5 DST DSTNP2 DTWD1 DTX4 ECPAS EDAR EFCAB2 EFNA5 EFNB3 EIF3M ELANE ELOVL5 EML3 ENDOD1 ENPP4 EPHB4 ERAP1 ERN1 F13A1 FAM13A FAM174C FAM30A FBXL4 FBXO9 FEM1B FKBP11 FLII FMO5 GADD45G GALT GAS7 GBF1 GGA3 GID4 GIMAP5 GLP1R GLTP GNA11 GOSR2 GPR12 GPR153 GRK4 GSN GSTM4 H1-2 H2AC6 H2AC8 H2BC12L H2BC5 H2BC6 H2BC7 H2BC9 H4C5 HEATR3 HEMK1 HK1 HMBS HMCES HMGB3P1 HNRNPM HPS4 HSPA9 HSPD1 HTR4 HYI ICA1 IFT27 IGLL1 IKBKE IL10RB IL27RA INF2 INSIG1 IQCK IRGQ ISG15 ITGA4 ITPKC KANK1 KCNN1 KCTD15 KDM4B KIF22 KIZ KLHL20 KRIT1 LAMTOR2 LCN2 LGALS1 LGALS8 LMBR1L LMCD1 LONP2 LPIN2 LYRM2 MACROH2A1 MAGOH2P MAGT1 MAOA MAP4 MAP7 MAPKAPK2 MAX MED14 MED22 METTL2B MFN2 MICA MID1 MID2 MMRN1 MPG MPO MR1 MRPL23 MS4A2 MSH5 MTAP MTERF4 MTHFS MTMR12 MX2 MXD1 MXD4 MXRA8 MYB MYCT1 MYLIP MYO15B MYO9B NAGA NCKAP1L NCOR1 NCOR2 NDE1 NDRG3 NFYA NME3 NME5 NMU NNT NOCT NOPCHAP1 NOTCH2 NQO1 NR2C1 NT5M NTHL1 NUDT2 NUDT3 NUDT6 OBI1 OBSL1 OR1F1 ORAI2 OSGIN2 OSTF1 PAFAH1B2 PAM16 PAQR4 PCGF2 PCIF1 PDXK PEA15 PEX1 PGLS PGM3 PHF8 PHKA2 PIGN PIK3R3 PITPNC1 PLEKHA8P1 PLEKHM1 PLK1 PNO1 PNPLA4 POLD2 POLR2D POLR2F POM121 PPBP PPIAP21 PPIP5K1 PPP1R12A PRG2 PSAP PSG9 PSIP1 PSPH PSRC1 PTCRA PTH2R PURA RAB27A RAB4A RAD1 RANBP17 RAPGEF2 RARS1 RASGRP2 RBM25 RBMS1 RC3H2 RDX RECQL REG3A RET REX1BD RFC5 RHOB RHOBTB1 RIPOR2 RMND1 RMND5B RNASE2 RNASE2CP RNASE3 RNF40 RPAP1 RPL10L RPL12P11 RPL18AP16 RPL23AP1 RPL23AP4 RPL28 RPL29P5 RPL35P8 RPL7P27 RPS20P22 RPS28 RPS3AP5 RPS4XP9 RPS6KA2 RRBP1 RSRC1 SAP30L SCMH1 SCYL3 SDAD1 SDHAF1 SECISBP2L SEL1L3 SENP2 SEPTIN6 SFI1 SGF29 SGSM2 SH3BGR SIVA1 SKAP2 SLC11A1 SLC24A3 SLC27A3 SLC35A3 SLC39A4 SLC7A8 SMAD3 SMG7 SMIM27 SNHG20 SNHG3 SPATA7 SPTBN1 SRPK2 SRR SSBP2 ST3GAL2 SUMO3 SUN1 SUPT6H SUPT7L SYNE3 TAC3 TADA2A TADA3 TAF12 TAF1A TAX1BP1 TBC1D8 TBC1D9B TBXA2R TCF3 TENT4A THAP4 THRA TMCO6 TMEM120B TMEM134 TMEM160 TMEM254 TMEM8B TMPRSS15 TMPRSS6 TMSB15A TNFRSF14 TNFRSF25 TOGARAM1 TOR1AIP1 TPD52 TPM4 TRAF3IP3 TREX1 TRGC1 TRIB3 TRIM52 TRIOBP TSPAN5 TSR1 TUBAL3 TWF2 UBE2D4 UBFD1 UGGT2 UNC5B UPF1 USE1 UTP20 VWF WARS2 WDR45 WEE1 WIZ WNK1 WWC1 XRCC2 XRCC4 YPEL1 ZC2HC1A ZCCHC24 ZDHHC18 ZFYVE26 ZHX3 ZMYM4 ZNF117 ZNF133 ZNF142 ZNF16 ZNF177 ZNF232 ZNF248 ZNF250 ZNF318 ZNF32 ZNF33B ZNF394 ZNF43 ZNF451 ZNF473 ZNF492 ZNF571 ZNF589 ZNF614 ZNF669 ZNF74 ZNF91 ZNF93 ZNRD2 GAZDA_DIAMOND_BLACKFAN_ANEMIA_ERYTHROID_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAZDA_DIAMOND_BLACKFAN_ANEMIA_ERYTHROID_UP AEN ATP6V1B2 CSF1 DDB2 DENND2D DPY19L1 DRAM1 FAS HNRNPR LEPR LIMK2 NSF NUFIP1 NUP62CL PDK3 PRKX SCRN1 SEPHS2 SESN1 SNRNP70 SOS1 SPHK2 TEFM TNFRSF10B TRIM38 UTP6 GAZDA_DIAMOND_BLACKFAN_ANEMIA_MYELOID_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAZDA_DIAMOND_BLACKFAN_ANEMIA_MYELOID_DN APOE ARIH2 CCN3 CD59 CHMP4A CHN2 COX11 COX5B DCLRE1C DCTN3 DNAJA4 EID1 ENSG00000275616 HADHA IFNA10 KLRF1 LSM7 LUZP1 MAPK1 MRPL23 MYLIP NUDT3 PHB1 PITX1-AS1 PNPLA4 POLR2I PQBP1 PRKCD PXMP2 RAB4A RBBP6 RPL10L RPL15P22 RPL28 RPL36 RPS14 RYBP TAX1BP1 THY1 UROD ZNF91 GAZDA_DIAMOND_BLACKFAN_ANEMIA_MYELOID_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAZDA_DIAMOND_BLACKFAN_ANEMIA_MYELOID_UP ARFGEF1 BAX CA2 CAPN7 CENPN CREM DDB2 EFCAB14 ENPP4 FOSL2 FRY HBEGF IPCEF1 MAP4K5 MFSD5 MTMR11 NECAP1 NR4A3 PDE4A PLPP1 RAB20 SEC24A SLC4A7 SRSF1 TENT4A THBD TNFRSF10B TRIM38 ZMAT3 ZNF451 GAZDA_DIAMOND_BLACKFAN_ANEMIA_PROGENITOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAZDA_DIAMOND_BLACKFAN_ANEMIA_PROGENITOR_DN ADCK2 ADK AGBL5 APEH ARL1 BRCA2 CAD CASP6 CCT6A CDH2 CHPF2 CLGN CNOT8 CPSF6 ELOC EXOSC10 FABP5 FAM149B1 FLT3 GCSH HELLS HSDL2 IBTK IFT74 IGFBP7 IMPACT ITPR2 LAMP2 LSM5 LYPLA1 MAGT1 MAPKAPK5-AS1 NAP1L1 NFYB NOP56 NUCB2 NUDT2 NUP160 NUP54 OXLD1 PDZD8 PFDN4 PHGDH PLAGL1 PNPLA4 PRKDC PRSS2 PTPRD PXMP2 R3HDM4 RAB4A RB1 RPL36 SEC61A1 SKIC3 SMARCA4 SMC5 SPAST SPATA7 TAX1BP1 THOC7 TMSB15A UBA2 VCY ZFX ZNF84 GAZDA_DIAMOND_BLACKFAN_ANEMIA_PROGENITOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAZDA_DIAMOND_BLACKFAN_ANEMIA_PROGENITOR_UP ANXA5 ATP6V1B2 BAX CAVIN1 CD83 CHMP1B CREM DHRS1 DNM3 FGF9 FTH1 FXYD6 GABBR1 GGPS1 HLA-DPA1 HLA-DQA1 HLA-G IRF9 LEPROT LST1 MAFF MAP2K4 MRFAP1L1 NACC2 NAMPT PDE10A RAB21 RRAS2 SDAD1 SDHC SEMA4D SLC2A3 STAT4 SUPT4H1 U2AF1 VNN2 VPS13D WIPF2 ZBTB44 GAZIN_EPIGENETIC_SILENCING_BY_KRAS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAZIN_EPIGENETIC_SILENCING_BY_KRAS ASF1A BAZ2A BMI1 CTCF DNMT1 DOT1L E2F1 EED EID1 EZH2 HDAC9 MAP3K9 MAPK1 MRGBP NPM2 PDPK1 PTK2B RCOR2 S100Z SIRT6 SMYD1 TRIM37 TRIM66 ZCCHC4 ZNF354B GEISS_RESPONSE_TO_DSRNA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GEISS_RESPONSE_TO_DSRNA_DN CDC14A DNMT3A EFNB3 MEIS1 MMP1 PARG PCK2 PLAU PRKAR1B STAB1 STAM TOMM70 TP53 TP53I3 VCAM1 WASF1 GEISS_RESPONSE_TO_DSRNA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GEISS_RESPONSE_TO_DSRNA_UP ACSL3 ADAR AFAP1 ANXA1 ATF3 BIRC2 BNIP3 BTN3A3 CCL2 CCL4 CD44 CFLAR CHN1 EIF2S3 ELF3 FGF2 GBP1 GCH1 HMGB2 IFIT1 IGFBP6 IQGAP2 IRF1 KLF4 NFKBIA NMI PLAUR PSMA3 SAT1 SRGN SUOX TAP1 TFPI2 TNFAIP2 TNFAIP3 TNFAIP6 TRAF1 UBQLN1 XPO1 GENTILE_RESPONSE_CLUSTER_D3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GENTILE_RESPONSE_CLUSTER_D3 ADNP AMD1 BLCAP BMI1 BNIP2 BRD8 C2CD2 CCN1 CDC6 CDR2 CKS2 CNOT2 COIL CRKL DKK1 DR1 E2F2 ELF4 FOXJ3 GINS1 HERPUD1 KIF23 LSM14A MBD2 MCL1 NR2F6 PLK4 PODXL POLE2 POM121 PPP2R1B RHOB RIPK1 RNF4 RPP40 SCHIP1 SERTAD2 SIAH2 SLBP SLC25A44 SSH1 TAF11 TIPARP TLK1 TM4SF1 TNFAIP8 TRAPPC8 TRIM13 TUBGCP3 UNG ZFAND5 ZMIZ1 ZNF623 GENTILE_UV_HIGH_DOSE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GENTILE_UV_HIGH_DOSE_DN ADNP AHDC1 AMD1 ARF6 ARID5B ARL4C ASPH ATF3 ATP13A3 ATP2A2 ATP6V1B2 AURKA AUTS2 BACH1 BCAR3 BDNF BHLHE40 BLCAP BMI1 BMPR1A BNIP2 BRD8 C2CD2 CASP3 CASP8 CCN1 CCN2 CCNB1 CDC6 CDK7 CDK8 CDR2 CEBPD CENPA CHD1 CHSY1 CHTOP CKS2 CLINT1 CNOT2 COIL COL13A1 COX6A1 CRKL CSTF3 CTDSP2 CUL1 CXCL12 DDIT4 DDX17 DDX3X DICER1 DKK1 DLX2 DR1 DUSP1 DUSP11 DUSP5 DUSP7 DYRK1A E2F2 E2F3 EAPP EDRF1 EEF1E1 EFCAB14 EIF4E ELF4 ELOB EMG1 EPS8 FADD FBXO46 FERMT2 FGF5 FILIP1L FOSL2 FOXD1 FOXJ3 FSTL3 FZD2 FZD7 GADD45A GAS1 GATA2 GEM GINS1 GNAI1 GNE GREM1 GTF2E1 H2AC18 H2BC10 H2BC6 HAS2 HBEGF HERPUD1 HMGA2 HMGB2 HMGXB4 HOXB2 HTR6 ID1 ID2 IFNGR2 IGF2BP3 IL11 IL4R ISG15 ITGA6 JMJD6 JUND KANK1 KIF23 KIF2A KLF10 KPNA2 KRIT1 LBR LHFPL2 LPAR1 LRBA LSM14A LSM2 MACIR MAML1 MAP1B MAPK6 MAT2A MBD2 MCL1 MEIS2 MET MFAP1 MLX MMP3 MORC3 MPHOSPH6 MRFAP1L1 MTMR3 N4BP1 NASP NAV3 NCK1 NCOA3 NDUFV2 NFE2L2 NFIL3 NFYA NFYB NIPSNAP2 NOP16 NR2F6 NRIP1 NTF3 NUP153 NUPR1 PAFAH1B1 PCGF3 PDCD10 PDGFRA PGRMC2 PHC2 PHF3 PHTF2 PIKFYVE PITPNB PKP4 PLA2G6 PLK4 PLPP3 PMAIP1 PMP22 PNN PNO1 PODXL POGZ POLE2 POM121 PPP2R1B PPP2R5C PRKCD PRRX1 PRSS3 PTK2 PTPN1 PUDP PUM1 PUM2 PXDC1 QKI RAB11A RAB14 RAB1A RABGAP1 RAD21 RAPGEF2 RARS1 RBM5 RBMS1 RHOB RIPK1 RND3 RNF4 RPL34P1 RPP40 RRAD RRAS2 RUNX1 RYBP SAMD4A SAT1 SATB2 SCHIP1 SEC24B SECISBP2L SERTAD2 SFI1 SIAH1 SIAH2 SLBP SLC20A2 SLC25A44 SMAD3 SMAD7 SMURF2 SNRNP35 SNRNP40 SNX4 SPEN SRF SRSF3 SS18 SSH1 STAM STRN3 STX3 STX7 STXBP3 TAF11 TARDBP TBL1X THBS1 THUMPD1 TIPARP TLE1 TLE4 TLK1 TLK2 TM4SF1 TNFAIP3 TNFAIP8 TNFRSF1A TOPBP1 TPST1 TRAPPC8 TRIB2 TRIM13 TRIP10 TSC22D3 TUBGCP3 UAP1 UBE2G1 UBE2N UBTF UFL1 UGCG UNG USP1 USP10 USP32P2 UVRAG VEGFC WBP1L WEE1 XPO1 ZBED4 ZBTB18 ZC3H4 ZFAND5 ZFP36 ZFP36L2 ZHX3 ZMIZ1 ZMYND8 ZNF117 ZNF146 ZNF217 ZNF623 GENTILE_UV_HIGH_DOSE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GENTILE_UV_HIGH_DOSE_UP ATF3 COL13A1 COX6A1 ELOB FSTL3 GADD45A H2AC18 H2BC10 H2BC6 HBEGF HTR6 IL11 ISG15 LRBA MMP3 NUPR1 PLA2G6 PMAIP1 PRSS3 RRAD SAT1 SFI1 TSC22D3 GENTILE_UV_LOW_DOSE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GENTILE_UV_LOW_DOSE_DN ANGPT1 AP3B1 C2CD2 CDH18 CDH2 CDK14 CEMIP COL13A1 COL6A1 CRADD CXCL12 DDIT4 DDX10 DOCK1 DYNC1LI2 EHBP1 EIF4G3 ERC1 EXT1 FNBP1 FTO G6PD GBE1 HMGA2 IGF1R IGFBP5 LAS1L MARF1 MEIS2 MICAL2 MYO10 NAP1L1 NAV3 PAFAH1B1 PEX14 PHKB PIBF1 PODXL POLA1 PPP2R3A PRIM2 PTPRK PTPRM RASA1 RBMS1 RFTN1 SAMD4A SATB2 SEMA3C SEMA5A SIPA1L1 SLC20A2 SLIT2 STK39 STX12 TBC1D30 TPST1 UBL3 USP32P2 UTRN VEGFC WWOX XYLT1 ZNF804A GENTILE_UV_LOW_DOSE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GENTILE_UV_LOW_DOSE_UP BTG2 CCDC86 CCNE1 CDKN1A CSNK1G2 EFNB1 FDXR GDF15 GPRC5A GTF2H4 H2AC18 HSPA1A HSPA1B IL11 ISG15 PLK2 PMAIP1 PPP1R8 RSL1D1 SMOX SOX4 SYF2 TAP1 TOB1 ZNF263 GENTILE_UV_RESPONSE_CLUSTER_D1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GENTILE_UV_RESPONSE_CLUSTER_D1 ASPH CASP3 DDIT4 DUSP1 E2F3 GEM GREM1 ITGA6 NOP16 PHTF2 RND3 SNRNP35 STX3 STXBP3 TOPBP1 WEE1 ZNF117 GENTILE_UV_RESPONSE_CLUSTER_D2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GENTILE_UV_RESPONSE_CLUSTER_D2 AUTS2 BACH1 BDNF CENPA CHD1 DUSP5 EDRF1 EIF4E GAS1 GTF2E1 HAS2 ID1 ID2 KIF2A MAP1B MAT2A MTMR3 N4BP1 NFE2L2 NRIP1 NTF3 NUP153 PCGF3 PHF3 PNN RAPGEF2 RPL34P1 RUNX1 RYBP SATB2 SECISBP2L SMAD7 SNX4 THBS1 TNFAIP3 ZBED4 ZC3H4 ZNF217 GENTILE_UV_RESPONSE_CLUSTER_D4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GENTILE_UV_RESPONSE_CLUSTER_D4 ARF6 ARID5B ATP13A3 ATP2A2 AURKA BHLHE40 BMPR1A CCN2 CCNB1 CHSY1 CLINT1 DDX17 DDX3X DICER1 DUSP7 EEF1E1 FILIP1L FZD7 GATA2 GNAI1 GNE HMGA2 HMGB2 KANK1 KLF10 KPNA2 KRIT1 MAPK6 PDCD10 PHC2 POGZ PPP2R5C PUM1 RAB1A RAD21 RAPGEF2 RBM5 SAMD4A SEC24B SIAH1 SLC20A2 SMURF2 SNRNP40 SPEN THUMPD1 TPST1 UAP1 UBE2G1 UFL1 USP1 USP10 XPO1 ZBTB18 ZFP36 GENTILE_UV_RESPONSE_CLUSTER_D5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GENTILE_UV_RESPONSE_CLUSTER_D5 ATP6V1B2 DLX2 DUSP11 DYRK1A FADD FERMT2 FGF5 FOSL2 HOXB2 JMJD6 LBR LHFPL2 MAML1 MLX MPHOSPH6 MRFAP1L1 NAV3 NCOA3 PIKFYVE PITPNB PKP4 PNO1 PXDC1 SRF SRSF3 SS18 STAM TARDBP TLK2 UBE2N UBTF VEGFC WBP1L ZFP36L2 ZHX3 GENTILE_UV_RESPONSE_CLUSTER_D6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GENTILE_UV_RESPONSE_CLUSTER_D6 AHDC1 ARL4C BCAR3 CDK7 CHTOP CSTF3 CXCL12 EPS8 FZD2 HMGXB4 IFNGR2 IGF2BP3 LPAR1 MACIR MEIS2 MFAP1 NCK1 NFIL3 NFYA NFYB PAFAH1B1 PDGFRA PRRX1 PTK2 PUM2 QKI RAB14 SMAD3 STRN3 TLE4 TRIB2 UGCG USP32P2 ZMYND8 ZNF146 GENTILE_UV_RESPONSE_CLUSTER_D7 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GENTILE_UV_RESPONSE_CLUSTER_D7 CASP8 CDK14 CDK8 CEBPD CTDSP2 CUL1 EAPP EFCAB14 EMG1 FBXO46 FOXD1 IL4R JUND LSM2 MET MORC3 NASP NDUFV2 NIPSNAP2 PGRMC2 PLPP3 PMP22 PRKCD PTPN1 PUDP RAB11A RABGAP1 RARS1 RBMS1 RRAS2 SPOP STX7 TBL1X TLE1 TNFRSF1A TRIP10 UVRAG GENTILE_UV_RESPONSE_CLUSTER_D8 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GENTILE_UV_RESPONSE_CLUSTER_D8 ARHGEF7 CBX3 CDYL EMP1 FYN HEG1 HIVEP2 HMGCR HMGN4 HNRNPH3 INSIG1 IRS1 JUN MAPK14 MARCKS MN1 MT1X NACC2 NR2F2 NREP PARP1 PPID PPP1R12A RBM15B REV3L SLC7A6 SPRED2 SQLE STK24 STK38 TAB2 THAP11 TOP2A TSPAN5 TWIST1 YY1 ZCCHC24 GENTILE_UV_RESPONSE_CLUSTER_D9 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GENTILE_UV_RESPONSE_CLUSTER_D9 ACVR1B ADM AGTR1 CCNA2 CCNG1 CCSER2 CD2AP CITED2 DNAJB1 DYRK2 HOXB6 IDI1 IST1 KIAA0232 KLF9 LPCAT1 NAP1L1 PALM2AKAP2 PRRC2C RBPJ RRS1 SWAP70 TGIF1 TMEM97 TRIM32 UBR5 GENTLES_LEUKEMIC_STEM_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GENTLES_LEUKEMIC_STEM_CELL_DN ANLN CCL5 CCNA1 CD38 CLC CPA3 CSTA DDX53 DLGAP5 IL36B MND1 MS4A3 OLFM4 PCLAF RNASE2 RNASE3 SKA3 STAR ZWINT GENTLES_LEUKEMIC_STEM_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GENTLES_LEUKEMIC_STEM_CELL_UP ABCC2 BIRC3 CD34 EBF3 EFCC1 EVI2A FBXO21 FCMR GIMAP2 GIMAP6 GIMAP7 GSAP GUCY1A1 HECA HLF HOPX ICAM1 LGALSL LTB MEF2C MMRN1 PCDHGA10 RBPMS SETBP1 SH3BP5 SLC37A3 SLC38A1 TMEM200A VNN1 GEORGES_CELL_CYCLE_MIR192_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GEORGES_CELL_CYCLE_MIR192_TARGETS BCL2 BRCA1 CDC14A CDC7 CDC73 CDK14 CRK CTCF CUL5 DBF4B DEK DLG5 DTL EMP1 ERCC3 EXTL2 FGF2 HOXA10 HRH1 KIF14 KIF20B KIF23 LMNB2 MACF1 MAD2L1 MCM10 MCM3 MCM6 MIS12 MKI67 MTSS1 NBN NCAPH NEK1 NFIB NFYA NIN PAFAH1B1 PIM1 PLAU PLS3 POLQ PPP1CA PRPF38A RACGAP1 RAD1 RAD21 RAD51 RAP1GAP RB1 SEPTIN10 SERTAD2 SH3BP4 SMARCB1 TDG TDP1 TENT4A TENT4B TOP1 TUBGCP3 USP1 UVRAG GEORGES_TARGETS_OF_MIR192_AND_MIR215 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GEORGES_TARGETS_OF_MIR192_AND_MIR215 AASDHPPT ABCB10 ACADSB ACSF3 ACSL1 ACTR1B ACTR2 ACVR2A ACVR2B ADGRG6 AFAP1L1 AGL AGO2 AGPAT5 AHSA2P AKAP11 AKAP7 ALCAM ALDH5A1 ALDH9A1 ALG10 ALG10B AMMECR1 ANAPC10 ANAPC15 ANG ANKRD13A ANKRD6 ANLN ANO6 AP1S2 AP3M2 APC APOLD1 APPL1 ARFGEF1 ARHGAP11A ARHGAP19 ARHGAP29 ARHGEF10 ARL2BP ARL4C ARL6IP1 ASPH ASPM ASRGL1 ATAD1 ATAD2 ATAD5 ATF1 ATG10 ATG4A ATP5MG ATP6V1G1 ATRNL1 B3GALNT1 B3GNT5 B4GALT6 BARD1 BBOF1 BBS7 BCL2 BCL2L13 BCOR BCORL1 BICD1 BICRAL BIVM BLM BLTP3A BMAL2 BMP2K BMPR2 BORA BRCA1 BRCA2 BRIP1 BTC BTF3L4 BTNL9 BUB1B C16orf46 C17orf58 C18orf54 C1QTNF3 C1orf112 C1orf198 C1orf53 C21orf91 C2orf49 C5orf34 C6orf62 C9orf163 CA13 CA8 CAB39L CADPS2 CAMK4 CASP7 CCDC121 CCDC14 CCDC15 CCDC174 CCDC18 CCDC47 CCDC7 CCL3L3 CCNE1 CCNO CCNY CCSAP CCZ1 CCZ1B CD164 CD83 CDC14A CDC20 CDC25A CDC7 CDCA4 CDK14 CDKN2A CDKN2D CDKN3 CDON CEMIP2 CENPA CENPE CENPF CENPI CENPK CEP128 CEP19 CEP295 CEP43 CEP55 CEP78 CERS6 CFL2 CGNL1 CHD7 CHDH CHM CHML CHPT1 CHST12 CHSY3 CIB2 CILK1 CIT CKAP2L CKAP4 CKLF CLIP4 CLK1 CLK4 CLN6 CLSPN CLSTN1 CLVS1 CMPK1 CMPK2 CMTM6 CNEP1R1 CNTNAP3 COBLL1 COCH COPS7A COQ3 CORO2B CPSF6 CREBL2 CREBZF CRK CRLF3 CTCF CTH CTNNBIP1 CTPS2 CUL5 CUZD1 CYP24A1 CYP4V2 DBF4B DBT DCBLD2 DCP1A DDHD1 DDX3X DDX50 DEAF1 DEGS1 DEK DENND11 DENND1A DEPDC1 DGCR11 DHCR24 DHFR2 DICER1 DIMT1 DIS3L DLG5 DLGAP5 DNAJB4 DNAJB5 DNAJB9 DNAJC19 DNAJC3 DNAL1 DSN1 DST DSTYK DTL DUSP16 DYRK1A E2F8 EAF1 EAF2 ECT2 EDRF1 EEA1 EEF1A2 EFCAB11 EFNB2 EGR1 EHBP1L1 EIF2AK3 ELL2 ELOA ELOCP3 ELOVL1 ELOVL5 EMB EMC1 EMC7 EME1 EML1 ENC1 ENDOD1 ENPP4 ENTPD7 ENTREP1 EOGT EPDR1 EPM2A EPM2AIP1 EPS8 ERCC3 ERCC4 ERCC6 ERCC6L ERFE ERICH5 ERMP1 ESCO2 EXTL2 FAAP20 FADS1 FAIM FAM110C FAM111B FAM120AOS FAM171B FAM199X FAM20B FAM222A FAM241A FAM241B FAM83D FANCI FANCM FAXC FBN1 FBXO25 FBXO3 FBXO31 FBXO36 FBXO4 FBXO5 FBXW2 FEN1 FERMT1 FGF2 FHDC1 FKBP15 FLVCR1 FNBP1 FNDC3B FOS FOXA1 FOXD1 FUBP1 FUT11 FZD1 FZD4 FZD7 G2E3 GAB2 GABPB2 GALNT12 GAREM2 GARIN5A GAS2L3 GATAD1 GATB GATM GCH1 GEN1 GFOD1 GID8 GINM1 GLCCI1 GNAS GNRH1 GPANK1 GPC4 GPR137C GPR180 GPR19 GPR37 GPSM2 GRHL1 GRK3 GULP1 HACD3 HADH HAS3 HASPIN HAUS3 HBEGF HCN3 HCN4 HERC2 HES6 HESX1 HIBADH HINT3 HJURP HMGCS1 HMMR HNF1B HOOK3 HOXA10 HOXA13 HOXB9 HS3ST3B1 HSPA2 HSPBAP1 HYCC1 HYCC2 HYLS1 ICAM3 ID1 ID2 IDI1 IFNLR1 IFRD1 IGF1R IL15 IL17RB IL1R1 IL1RAP IL6ST IL7 IMPA1 INIP INPP5F INSIG1 IQCC IQGAP1 IRAK1 IRAK4 IRX4 ITGAV ITGB1 JADE1 KAT2B KBTBD11 KCNMB4 KCNS3 KCTD12 KCTD15 KDM1B KDM4D KHDRBS3 KIAA1143 KIAA1958 KIF14 KIF15 KIF18A KIF20A KIF20B KIF23 KIF24 KIF5B KIF5C KIFC1 KLF10 KLHL15 KLHL23 KLHL42 KLHL8 KNL1 KPNA5 KRT18P8 L2HGDH LAMTOR5 LARP1B LARS1 LEAP2 LEPROTL1 LGMN LHFPL6 LIMCH1 LIMS1 LIN9 LIPA LMAN1 LMLN LMNB1 LMNB2 LRIG1 LRP8 LRRC58 LRRC8C LRRCC1 LRRFIP1 LRRFIP2 LSM14B LYPD6 LYRM7 LYSMD3 MACF1 MACIR MAD2L1 MAN2A2 MANF MAP1LC3B MAP6D1 MAPK9 MBNL3 MCAM MCM10 MCM3 MCM6 MCM9 MDC1 MDM4 MED22 MEIS2 MELTF METTL9 MEX3B MFSD13A MFSD14B MIB1 MINDY2 MIPOL1 MIS12 MIS18BP1 MKI67 MMAB MMP20 MNS1 MOAP1 MOSMO MPZL1 MRPL13 MRPL43 MRPL50 MRTFB MSH6 MSN MSRB3 MT1F MT1X MTDH MTERF3 MTMR12 MTRFR MTSS1 MXI1 MYB MZT1 N4BP2 NAA20 NAA50 NAB1 NBN NCAPH NCBP1 NCEH1 NCOA3 NDE1 NDFIP2 NEDD1 NEIL3 NEK1 NEMP1 NFIB NFKBIZ NFYA NHLRC3 NHSL1 NIN NIPA1 NIPAL1 NKRF NKX3-1 NLK NMI NMU NOB1 NOD2 NOL12 NOXO1 NPHP3 NPNT NPTXR NREP NRG4 NSD2 NSD3 NSF NT5M NUCB2 NUCKS1 NUDT15 NUF2 NUFIP1 OBI1 OGFRL1 OPA1 ORC1 OSBPL10 OSBPL6 OSBPL8 OTUB2 OTUD1 OTUD3 OVOL1 PABPC4 PAFAH1B1 PAK6 PALS1 PANX1 PARN PARP16 PASK PAWR PCDH7 PCGF5 PCOLCE2 PCSK9 PDLIM3 PERP PGAP4 PGM3 PHC2 PHF10 PHF19 PHF6 PHTF1 PHTF2 PIF1 PIGM PIGX PIM1 PIP4K2B PITPNB PITPNC1 PKP4 PLAGL2 PLAU PLCE1 PLEKHF2 PLEKHG2 PLK4 PLOD1 PLS3 PMF1 PODXL POGLUT3 POLA2 POLQ POU2F1 PPARG PPAT PPM1A PPP1CA PPP1CB PPP1R12A PPP1R18 PPP1R26 PPP2R2D PPP2R3B PRADC1 PRDM4 PRICKLE1 PRIM1 PRIMPOL PRKAA2 PRKAR1A PRKD3 PRNP PRPF38A PRPS2 PRRC1 PRRG4 PRSS23 PSMC3IP PSMD6 PSRC1 PTBP2 PTGR3 PTPRE PTS PURA PXDC1 PXDN RAB11FIP2 RAB1A RAB23 RAB27A RAB2A RAB3B RAB40B RAB6C RAB8B RACGAP1 RACGAP1P1 RAD1 RAD21 RAD51 RAD54B RADX RAP1GAP RASSF8 RB1 RBP7 RCBTB2 RDM1 RECQL REEP1 RET RFC4 RFLNB RFWD3 RHOBTB3 RIC8B RIMKLA RMI1 RNASE4 RNASEL RNF141 RNF26 RNF6 RNPC3 ROPN1L RP9P RPAP2 RPAP3 RPGRIP1L RPS6KB1 RSBN1 RSBN1L RSRC1 RTKN2 RUFY3 SAMD13 SAMD3 SAMHD1 SANBR SAP30 SARAF SASS6 SATB2 SAYSD1 SBDSP1 SCD SCMH1 SCRN3 SEC23B SEC24D SEC63 SEMA4D SENP1 SERAC1 SERTAD4 SFR1 SGCB SGMS2 SGO2 SGPP1 SH2B3 SH3BP4 SIRT1 SIX4 SKA1 SLC16A14 SLC16A6 SLC16A7 SLC19A2 SLC1A4 SLC25A30 SLC25A40 SLC25A51 SLC26A2 SLC35B4 SLC35F3 SLC35G1 SLC39A1 SLC39A8 SLC39A9 SLC46A3 SLC7A11 SLC7A2 SLC9A5 SLCO3A1 SLF1 SLF2 SMARCA2 SMARCB1 SMC2 SMC4 SNRPD1 SNX10 SNX13 SOAT1 SOWAHC SP4 SPAG9 SPATA13 SPCS3 SPIN4 SPRY4 SPTBN1 SRD5A1 SS18 ST3GAL6 STAM STAMBPL1 STIL STK17B STK3 STOX2 STX7 STXBP4 SYNCRIP SYNGR1 TAF9B TARDBP TBC1D22B TBC1D31 TBL1X TCAM1P TCF7 TCFL5 TCHP TDG TDP1 TENT4A TENT4B TEX30 TFCP2L1 THBD THEM6 THOP1 TICAM2 TICRR TJP2 TLCD5 TMC3 TMED10 TMEFF1 TMEM106A TMEM164 TMEM169 TMEM17 TMEM170B TMEM200A TMEM200B TMEM30A TMPO TMTC2 TMTC3 TMTC4 TNFSF12 TNFSF13B TOP1 TOP1P1 TOPBP1 TOR1AIP1 TOR1B TOR3A TPGS2 TPM4 TRAF3IP3 TRAIP TRIB3 TRIM23 TRIM59 TRIM68 TRIP13 TROAP TRPC1 TRPV1 TTF2 TTK TTPA TUBGCP3 UACA UBASH3B UBE2D1 UBE2D2 UBE2V2 UBE2W UBIAD1 UBL3 UCK1 UGT8 UNG UPP1 UQCRC2 USP1 USP12 USP14 USP18 USP34 USP45 USP54 UVRAG VANGL1 VASH2 VGLL3 VPS13C VXN WDCP WDR47 WDR76 WNT3 WWC2 WWC3 XIAP XK XPO1 ZBTB10 ZBTB14 ZBTB18 ZBTB33 ZBTB34 ZBTB6 ZC3H12C ZDHHC2 ZDHHC23 ZFP1 ZFP30 ZFYVE28 ZIC5 ZMAT3 ZMYM1 ZMYND11 ZNF114 ZNF165 ZNF184 ZNF200 ZNF215 ZNF226 ZNF230 ZNF248 ZNF267 ZNF273 ZNF320 ZNF346 ZNF385B ZNF443 ZNF449 ZNF45 ZNF519 ZNF525 ZNF611 ZNF641 ZNF652 ZNF701 ZNF704 ZNF780A ZNF823 ZNF85 ZNHIT3 ZSWIM3 ZXDC GERHOLD_ADIPOGENESIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GERHOLD_ADIPOGENESIS_DN AKR1B1 ANXA2 ANXA3 ANXA5 ATF1 BAX BID CASP8 CCL7 CCN1 CCN2 CCND1 CCND2 CCT2 CCT5 CD44 CD81 CD9 CDC37 CDK4 CEBPD CRYAB CXCL12 DDB1 DNAJB1 ECM1 EEF2 EIF3C FGF7 FN1 G0S2 GAS1 GAS6 GAS7 HGFAC HSPA8 IER3 IFRD1 IL11RA IL1R1 IL4R ITGB1 MMP14 PDCD2 PDGFRB PLAT SAE1 SAMHD1 SDC1 SOX4 THBD THBS1 THBS2 TNFAIP2 TUBA1A TUBB UBTF UCP2 VCAN VDR XDH ZNF148 GERHOLD_ADIPOGENESIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GERHOLD_ADIPOGENESIS_UP ACADS ACADVL ACSL1 ADIPOQ ADRB3 AGT ALDH2 ANAPC1 APOE BCKDHA CD36 CEBPB CFD CIDEC COX8A CPT2 CRAT DDIT3 FABP4 FABP5 FASN GADD45A GCLM GHR GPX4 IGF1 ITGA7 LDHA LDHB LIPE MCL1 MNT PC PDHA1 PLIN2 PMP22 PPA1 PPARG SCD SCP2 SPARCL1 SQSTM1 STAT1 STAT3 STAT5A VEGFA VEGFB VLDLR GERHOLD_RESPONSE_TO_TZD_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GERHOLD_RESPONSE_TO_TZD_DN AGT APOE CD81 CEBPD CFD CRYAB CXCL12 GHR MCL1 MNT PMP22 PPARG SOX4 GERHOLD_RESPONSE_TO_TZD_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GERHOLD_RESPONSE_TO_TZD_UP CASP8 CCND1 CCND2 FABP4 G0S2 HGFAC GERY_CEBP_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GERY_CEBP_TARGETS ABCA1 ABCD2 ABHD5 ACSL1 ACTA2 ADSS1 ALDH3A1 ANGPTL4 ANK3 APBB1IP ATF3 BAG3 BAIAP2 BCKDHB BTG2 C3 CAPRIN2 CD1D CD47 CD68 CHORDC1 CLU CRABP2 CXCL6 CYB5R1 DBP DCN DDIT3 DNAJB1 DNAJB2 DNAJB9 DUSP1 DYNLT2 ECHS1 EIF1AX ELMOD3 ELOVL6 EREG FGF7 FHL2 FOS FOXF2 FOXG1 GADD45B GADD45G GCH1 GIPC2 GLA GLRX GML GPCPD1 GREM2 GSDME H2AC18 H2BC10 H3C4 HBEGF HGF HGSNAT HIPK1 HMGCR HMOX1 HP HSPA1A HSPA1B HSPH1 HTATIP2 ID2 ID3 IER2 IFI16 IFRD1 IGF2 JUNB KLF4 KNG1 LCN2 LPGAT1 LPL LSS LYZ MAFK MKNK2 MVD NGF NR1D1 NSDHL NUS1 NXPH2 ORM2 PEA15 PER2 PIM1 PLAT PLAUR POSTN PPARG PPP1R15A PRNP PROCR PTX3 RASL11B RDH11 RGS2 RNASE3 RNH1 RRAD S100A3 S100A8 SAA3P SAT1 SERPINB2 SERPINB9 SERPINI1 SH3GL3 SLFN12L SSR1 TFRC TGM3 TGOLN2 TMEM45A TNFAIP6 TOM1L1 TRIB3 USP17L2 VCAN WFDC21P WWC1 XDH ZFAND2A GESERICK_TERT_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GESERICK_TERT_TARGETS_DN BHLHE40 BTG2 DUSP6 EGR2 ELN ERRFI1 FOSB GADD45B GADD45G HBEGF HEY1 IER3 JUNB KLF10 KLF4 KLF9 NFIL3 NFKBIZ NR4A1 SIAH2 ZFP36 GHANDHI_BYSTANDER_IRRADIATION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GHANDHI_BYSTANDER_IRRADIATION_DN CNKSR3 CNTNAP3 EPHA4 EPHB3 MAPT MYH11 RGMA S100P SLC5A3 SMAD6 USP41 WWOX GHANDHI_BYSTANDER_IRRADIATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GHANDHI_BYSTANDER_IRRADIATION_UP AHR ATP6V1C1 B3GNT5 BCL2A1 BIRC3 C2CD4B C9orf72 CD69 CREB5 CXCL1 CXCL10 CXCL2 CXCL3 CXCL5 CXCL8 DNAJB4 DUSP2 DUSP5 EPB41L4B FGF2 G0S2 GADD45G GCH1 GCLM GPR68 HSD11B1 IFNE IL13RA2 IL1A IL1B IL33 INHBA IRAK3 KYNU LAMB3 LIF LRRC8B MCTP1 MCTP2 MIR23AHG MMP1 MMP10 MMP3 MT1B MT1E MT1G MT1H MT1X NAMPT NAMPTP1 NFKBIZ OSGIN2 PHEX PLA2G4A PLEK2 POPDC3 POU2F2 PPP4R3B PRR7-AS1 PTGES PTGFR PTGS2 RELB RGS9 RNF128 SAT1 SERPINB2 SLC16A6 SLC16A6P1 SLC39A14 SLC39A8 SLC6A15 SLC7A11 SOD2 SRSF12 STC1 TCIM TESC TNFAIP3 TNFSF15 TSLP TUT7 ZC3H12C ZSWIM8 GHANDHI_DIRECT_IRRADIATION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GHANDHI_DIRECT_IRRADIATION_DN ARHGEF25 ARHGEF37 BCL11A BRINP3 CCDC85C CNKSR3 DEPP1 ELANE EVI5L FAM50B FZD4 G6PD HOXB3 IRF1 KCNK3 MDFI MIDN MN1 MRPS6 NFE2 NR3C2 OLFML2B OPRL1 PBX2 PER1 PLEKHA6 PRDM6 PTK7 RGMA S100P S1PR1 SEMA4D SYBU TOX VSTM2L GHANDHI_DIRECT_IRRADIATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GHANDHI_DIRECT_IRRADIATION_UP AEN ANKRD20A1 ANXA10 ASCC3 BBC3 BCL2A1 BIRC3 BLOC1S2 BMP2 BTG3 C2CD4B C3orf52 CDKN1A CLDN1 CREB5 CXCL1 CXCL2 CXCL3 CXCL5 CXCL8 CYP26B1 DKK1 DUSP2 E2F7 EYA3 FAM20A FAS FGF2 FRMD4A G0S2 GADD45A GCH1 GDF15 GDNF GPATCH2L GPR68 HIP1 HSD11B1 HSPA4L IFNE IL11 IL12A IL1A IL1B IL33 IL6 INHBA KYNU LAMB3 LAMC2 LIF LRP8 MDM2 MIR23AHG MMP1 MMP10 MMP3 MT1B MT1E MT1G MT1H MT1X MT2A MYBL1 MYPN NAMPT NAMPTP1 NEFM NFKBIZ NPIPB13 OR11A1 OSBPL3 PIDD1 PLCL2 PLEK2 POLH POU5F1 PPP6R1 PRDM1 PTGFR PTGS2 PTPRE RELB RGS9 RRM2B SERPINB2 SESN1 SLC16A6 SLC16A6P1 SLC30A1 SLC7A11 SMC5 SOD2 TCIM TESC THBS1-IT1 THSD1 TIGAR TNFAIP3 TNFRSF10B TNFRSF10C TRIAP1 TSLP VWCE ZC3H12C GHO_ATF5_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GHO_ATF5_TARGETS_DN ACTN4 BTN3A2 CCND3 DUSP1 ID1 ITGA2 ITGA5 KIF20A RND3 RPN1 RRAS SLC2A1 TECR TMED9 TRIP13 YWHAH GHO_ATF5_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GHO_ATF5_TARGETS_UP ATP11B EIF4G2 GPT2 IFT88 ITIH3 LAMB2 NEB NOP58 RBM45 RHOBTB1 RIF1 TAB2 ZNF658 GILDEA_METASTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GILDEA_METASTASIS ADIRF AKR1C3 ARHGDIB BST2 CAVIN3 COL5A2 CPQ DUSP4 FN1 GBP1 GLIPR1 HNMT IFI16 IFI27 IGFBP4 IGFBP5 KRT19 MPZL2 MYL9 PTX3 RAC2 SLC2A10 SMARCA4 SPARC SRGN TACSTD2 TAGLN TIMP3 VAMP5 GILMORE_CORE_NFKB_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GILMORE_CORE_NFKB_PATHWAY BCL3 CHUK IKBKB IKBKE IKBKG NFKB1 NFKB2 NFKBIA NFKBIB NFKBIE REL RELA RELB GINESTIER_BREAST_CANCER_20Q13_AMPLIFICATION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GINESTIER_BREAST_CANCER_20Q13_AMPLIFICATION_DN ACE ACSL5 AGO4 AKAP13 AMY2B ANKLE2 ARHGAP17 ASMTL-AS1 ATXN7 BAG6 BRD2 BTAF1 BTN2A1 C2orf68 CALML4 CAMK2G CAPN15 CASP4 CCDC77 CCDC93 CCNJ CCNL1 CDC42SE1 CHD2 CHEK1 CHTOP CLASRP CLK3 CNTRL COG3 CSNK2B CYBA CYTH1 DAPK2 DAZAP1 DDX11 DDX39B DENND11 DGKZ DHX16 DHX37 DMD DNHD1 DNM2 DOCK7 DPH7 DXO ECHDC1 EHBP1L1 EHMT2 EIF4G1 ENGASE EPM2AIP1 EWSR1 EXOC3 FBXL18 FBXL19 FNBP4 FUBP1 FURIN GBA2 GPC2 GRAMD4 GRIPAP1 GTPBP2 HCFC1 HINT1 HLX HNRNPD HNRNPH3 HSPBAP1 ITFG2 ITPR3 ITSN2 KDM4A KHDC4 KIFC1 LARP1 LENG8 LIMD2 LINC01004 LINC01355 MAD2L1BP MADD MBD4 MCM3 MCM5 MIR3682 MIRLET7D MKI67 MLXIP MON2 MSH5 MSL2 MYO9B NAA16 NPIPB3 NSUN4 NSUN5 NSUN5P1 NUP214 NUP62 OFD1 PABPN1 PARP6 PASK PCGF6 PGS1 PHACTR4 PHF11 PLXND1 PML PNN PODXL POGLUT1 POLR1A POLR1HASP PPARD PPHLN1 PROSER1 PRRC2A PSPC1 PTBP1 PTOV1-AS2 PUM1 QSOX2 QTRT2 RAB35 RABGAP1 RAPGEF1 RBM26 RNF220 RNPS1 RPS6KA1 RUBCN SBNO2 SET SF1 SFPQ SH3BP5-AS1 SLC15A4 SLC18B1 SLC23A2 SLC25A25-AS1 SMARCD1 SMC4 SMC6 SNAPC4 SNHG26 SRSF2 ST14 SUPT20H SUPT7L SZT2 TAFAZZIN TAPBP TBRG1 TCIRG1 TCOF1 TEPSIN TINAGL1 TJAP1 TLN1 TMC6 TMEM147-AS1 TNFAIP2 TNFRSF25 TNIP1 TOPBP1 TRA2A TRRAP TSPOAP1 TSPOAP1-AS1 TYW5 UQCC2 WDTC1 XPO5 XPO6 ZMIZ2 ZNF142 ZNF316 ZNF318 ZNF436-AS1 ZNF532 GINESTIER_BREAST_CANCER_20Q13_AMPLIFICATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GINESTIER_BREAST_CANCER_20Q13_AMPLIFICATION_UP ADCY1 ADD1 ADH4 ADNP AP1AR ARFGEF2 ARFGEF3 ATP2B4 ATP5F1E AZI2 BAIAP3 BCAS4 BLOC1S6 BLVRB BNIP3L C20orf141 CACNG4 CAVIN2 CDS1 CFD CTNNBL1 DAAM1 DDX27 DIXDC1 DMAC2 DMAC2L DNAJB14 DNAJC21 DNAL1 DPM1 DSCR10 EFCAB11 ELP2 EMILIN3 ENPP1 ERGIC3 ESR1 F2R FITM2 FNIP1 GINM1 GRID1 HSP90AA1 HSPB1 IFT22 ITPRIPL2 KCTD20 KIF5B KLF9 KLHL8 LEPROT LIN52 LINC00491 MAGT1 MAP3K12 MAPT MLLT10 MORF4L2 MTG2 NCOA3 ODR4 PARD6B PDP1 PDP2 PFDN1 POSTN PPP1R3D PRRC1 PSMA7 RAPH1 RBM3 RBM39 RDH11 RHOBTB3 RNASE4 ROMO1 RSPH3 SEC62 SERINC3 SLC39A6 SLC4A7 SMAD5 SMIM14 SNORA71B SPATA24 SPPL2A STAG2 STAU1 STX16 SYDE2 TAF1 TALAM1 TCAF1 TMBIM4 TMED4 TMEM218 TOX4 TPR TSHZ2 UBBP1 UHMK1 UQCC1 YIPF5 YWHAB ZBTB8A ZNF148 ZNF217 ZNF552 ZNF587 ZNF91 GINESTIER_BREAST_CANCER_ZNF217_AMPLIFIED_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GINESTIER_BREAST_CANCER_ZNF217_AMPLIFIED_DN ABCA7 ABCC10 ABCF3 ACAD10 ACAP1 ACIN1 AGRN AMPD2 ANKRD13D ANKRD54 AP5S1 AP5Z1 APBA1 APBA3 ARHGAP17 ARHGAP30 ARHGEF11 ARHGEF2 ARMC6 ARPC5L ATAD3A ATAD3B ATAT1 ATF5 ATN1 ATXN2L B4GALT1 BAZ1B BICRA BRD1 CACTIN CALR CAMK2B CAPN15 CC2D1B CCAR2 CCDC134 CCDC93 CDC42EP1 CDC42SE1 CDK3 CFAP410 CHRNB2 CIC CLASRP CMTR1 CNOT3 CNTROB COPS7B CPSF7 CRYGS CSNK1E CSNK1G2 CSNK2B CTNND1 CUL7 CUL9 CYBA CYP2D7 DAGLB DAZAP1 DCAF8 DCLRE1C DDX11 DDX39B DENND4B DENND5A DEPDC5 DHX33 DMWD DOT1L DPH7 DRG2 DUOXA2 DXO EHMT2 EIF3B ENGASE EPN1 ERCC2 EVI5L EYA3 FANCA FBRSL1 FBXL18 FBXL19 FBXO44 FBXO46 FKBP1A FNBP4 FOXO4 FURIN FXR2 GAS5 GATAD2A GBA2 GFER GGA1 GIGYF1 GLP1R GPC2 GRAMD4 GRIP2 GRIPAP1 GTF2H4 HAUS8 HCFC1 HDAC10 HDAC7 HEYL HHLA3 HIP1R HIRA HNRNPD HNRNPU HPCA HSF4 IFRD2 IL17C IL18BP ILF3 INTS1 INTS15 IQCG KAT8 KCNK5 KCTD13 KDM4A KHDC4 KHSRP KLF16 KMT2D L3MBTL2 LARP1 LEMD2 LENG8 LIMD2 LIMK2 LINC01001 LINC01004 LINC01355 LINC02693 LLGL1 LMNA LPAR2 LRCH4 LRRC74A LSM14B LTB4R MAP2K2 MAPK11 MAPK8IP3 MAPRE3 MARK2 MBD3 MCTP2 MCTS1 MDN1 MEF2D MICALL1 MIIP MINK1 MIRLET7D MOGS MRPS25 MSTO1 MTOR MTSS2 MYL10 MYO9B MYPOP NCKAP5L NEU4 NEURL4 NFKBIL1 NOL8 NOTUM NPIPB3 NPM3 NSUN4 NSUN5P1 NUP214 NUP62 NUTM2E PABPN1 PBX2 PDXP PHF21A PHF5A PHKG2 PHPT1 PICK1 PIP5K1A POLM POLR2F PPARD PPM1G PPP1R12C PPP6R2 PPRC1 PQBP1 PRRC2A PTBP1 PTOV1-AS2 PUS1 QTRT1 R3HDM4 RABGAP1 RAD54L2 RANBP3 RANGAP1 RAP1GAP2 RASSF7 RBBP6 RBM10 RBM14 RBM15B RBM33 RCC1 REXO1 RHBG RNF207 RNF214 RNPS1 RPL18 RTKN RUNX3 SAFB2 SAP25 SBNO2 SCAF1 SCUBE1 SEC31B SEC61A2 SEMA6B SEMA6C SETD1A SETD5 SETDB1 SF1 SFSWAP SFTPC SGSM3 SH3BP1 SH3BP2 SH3BP5L SLC12A9 SLC23A2 SLC39A3 SLC4A11 SLC52A3 SMARCA4 SMARCD1 SMG5 SMG7 SMG9 SNAPC4 SNHG3 SNRNP70 SPHK2 SPON2 SPPL2B SRCAP SRL SRRM2 SRRT STK11 SUGP2 SUN1 SUPT7L SUV39H1 SYMPK SZT2 TAF15 TAF1C TARDBP TBC1D22A-DT TBC1D22B TCF3 TCHP TCOF1 TEAD3 TEAD4 TECPR1 TEPSIN THOC2 TICAM1 TLCD3B TLN1 TMEM201 TMEM259 TMEM63A TMEM86B TNK2 TNPO2 TNPO3 TPM2 TRABD TRAF2 TRMU TRRAP TSPAN14 TTC13 TTC17 TYW5 U2AF2 UBAP2L UNC13D UPB1 UQCC2 URB2 USP21 VARS1 WASH3P XPO5 ZBTB5 ZBTB7B ZC3H7B ZDHHC24 ZMIZ2 ZMYND19 ZNF133 ZNF202 ZNF316 ZNF358 ZNF436-AS1 ZNF444 ZNF473 ZNF524 ZNF580 ZNF598 ZNF611 ZNF638 ZNF646 ZNF692 ZNF793 GINESTIER_BREAST_CANCER_ZNF217_AMPLIFIED_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GINESTIER_BREAST_CANCER_ZNF217_AMPLIFIED_UP ADD1 AGAP4 ANAPC5 ANG APBB2 ATG12 ATP6V1A BAIAP3 BBX BLOC1S6 BMPR2 BTD C22orf39 CHURC1 COMMD1 CREB1 CYP20A1 DNAJB14 DNAJC21 DNAL1 EMILIN3 ESR1 F2R F8 FAM114A1 FKBP14 GINM1 GNB4 GNB5 HEATR3 ICE2 INIP KCTD20 KLHL20 LACTB LEPROT LIN52 LPP MAP3K12 MINDY2 MORF4L2 N4BP2 PDP2 POLK PWWP2A RAD1 RSBN1L RSPH3 SCAF11 SF3B1 SIAH1 SLC17A5 SLC25A36 SLC35A3 SLU7 SMIM14 SNX9 SP1 SPPL2A SRSF10 STAG2 STX16 TRAK2 TRIP11 UFL1 WASHC4 WSB1 YIPF5 ZBTB38 GLASS_IGF2BP1_CLIP_TARGETS_KNOCKDOWN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GLASS_IGF2BP1_CLIP_TARGETS_KNOCKDOWN_DN AARS1 AGO1 AKIRIN1 ANKRD52 ANP32E ARFGEF2 ATXN1L AURKA BLMH BLTP3A BZW1 C5orf15 CANT1 CBL CD2AP CDCA7L CDK1 CENPO CEP57 CHD7 CILK1 CIT CLIC4 CPSF2 CTDSP2 DARS2 DCTN5 DESI2 DLAT DNAJC9 E2F1 ERH EXO1 FANCI FBXO45 FOXM1 FOXN2 FUCA2 G3BP2 GJC1 GTF2E2 HDLBP HIPK1 HJURP HNRNPF HNRNPUL1 HSPD1 IGF2BP1 IQGAP3 IST1 KIF11 KLF13 KPNA6 LBR LIMK1 MAPK1 MBTPS2 MED1 MIB1 MIOS MKI67 MLF2 MRPS10 N4BP2 NCAPH NCEH1 NEMP1 NIPA1 NIPA2 NPLOC4 NSUN4 NUDT19 NUP155 NUP43 PABIR2 PIP4K2C PLEKHA8 PLK1 PNP PODXL PRC1 PRELID3B PRR11 PSMD10 PTGES3 PTPN9 RALBP1 RBPJ RFWD3 SAPCD2 SENP1 SETD5 SGO1 SH3PXD2A SHMT2 SIRT1 SLC35B4 SLC39A14 SPAG5 SPRING1 SRF SRPK1 SSR3 SUDS3 TMEM33 TMEM41A TNKS2 TPX2 TUBA1B TXNRD1 UBE3C VOPP1 VPS37B WIPF2 YWHAZ ZDHHC5 ZWINT GLINSKY_CANCER_DEATH_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GLINSKY_CANCER_DEATH_UP BUB1 CCNB1 GBX2 HCFC1 MKI67 RNF2 USP22 GNATENKO_PLATELET_SIGNATURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNATENKO_PLATELET_SIGNATURE ACTB B2M CCL5 CD99 CFL1 CLU DYNLL1 F13A1 FLNA FTH1 FTH1P5 GNAS GPX1 H2AC18 H2AC20 H2AC6 H2BC14 H3-3A HBB HLA-C HLA-E ITGA2B ITM2B MLH3 MYL12A MYL6 NCOA4 NRGN OAZ1 PF4 PGRMC1 PKM PPBP PTMA RGS10 RNF24 RPL41 SPARC TAGLN2 TLN1 TMSB4X TUBA4A UBC YWHAH GOBERT_CORE_OLIGODENDROCYTE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBERT_CORE_OLIGODENDROCYTE_DIFFERENTIATION ABAT ABCA1 ANKRD6 AQP11 ATRN BCAS3 BRWD3 CCNG1 CDK6 DIXDC1 DSCAML1 E2F1 ELMO1 ENPP6 EXT1 HBP1 IKBKE IKZF5 IL6R INPP5K KCNA1 LRRN1 MAP7 MBP NARF NDRG1 NUMB OAS1 OPCML PAK3 PAK5 PTDSS2 RAB2B RGS2 RNF13 SLC25A27 SORBS1 TAL2 TNC TNNI1 TP53INP1 UGT8 ZKSCAN1 GOBERT_OLIGODENDROCYTE_DIFFERENTIATION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBERT_OLIGODENDROCYTE_DIFFERENTIATION_DN AAMDC AAR2 AATK ABCA2 ABCA7 ABCC10 ABCC5 ABCD4 ABHD10 ABHD12 ABHD3 ABI1 ABLIM1 ABTB1 ACAA1 ACAA2 ACBD5 ACOX1 ACSBG1 ACTB ACY3 ADAMTS4 ADCY9 ADD3 ADGRL3 ADO AEBP1 AFAP1 AGK AGO4 AGPAT4 AHR AK1 AKAP10 AKT3 ALCAM ALDH3B1 ALMS1 AMD1 AMN1 AMOTL2 ANK3 ANKRD12 ANKRD28 ANKRD44 ANTXR2 AOPEP AP1S2 AP5S1 APBA1 APBA2 APP APPL2 ARHGAP23 ARHGAP28 ARHGAP42 ARHGAP5 ARHGEF25 ARL4A ARL5B ARMC6 ARPC1B ARRDC3 ARSB ASAP1 ASIC1 ASPA ASTN1 ATAT1 ATF3 ATG13 ATG4A ATL1 ATMIN ATOSB ATP13A2 ATP1B2 ATP6V0A2 ATP6V1G2 ATP8A1 ATPAF1 ATRN ATXN7L2 AXL B3GNT2 B4GALT5 BACE1 BAK1 BAZ2B BBIP1 BCAR1 BCAS1 BCAS3 BCDIN3D BCHE BCL2L12 BFAR BFSP2 BHLHE40 BIN3 BMERB1 BMF BMP1 BNIP3 BNIP3L BRCA1 BRI3BP BRMS1 BRSK1 BTBD17 BTG1 BTRC C1GALT1C1 C1QL3 C21orf91 C4B C4orf3 C6orf120 CA14 CABIN1 CACNA2D1 CACNB3 CADM1 CADM2 CALCOCO1 CAMK2D CAMSAP2 CAPN6 CARD19 CASP6 CBX7 CCDC13 CCDC28A CCL5 CCNDBP1 CCNG1 CCNG2 CCNT2 CCPG1 CCSAP CD81 CD82 CD9 CDC37L1 CDC42EP3 CDC42EP5 CDH10 CDH20 CDK19 CDK5 CDV3 CELA1 CENPW CEP128 CEP192 CEP295 CEP78 CEP95 CERCAM CERK CEROX1 CERS4 CERS6 CERT1 CFAP300 CFAP410 CFAP68 CFL2 CHADL CHD3 CHD4 CHIC1 CHML CHMP1B CHN2 CHPT1 CIB1 CILK1 CKLF CLCN3 CLIP3 CLMN CLN8 CMTM6 CNIH2 CNKSR3 CNP CNRIP1 COA8 COL11A1 COL11A2 COL16A1 COL20A1 COL27A1 COL4A5 COL4A6 COL6A1 COL6A2 COL6A3 COL9A1 COPS9 COQ10A COQ3 COQ8A COQ8B CORO1C CORO7 CPEB2 CPM CPNE2 CPSF6 CPT1A CREBRF CRELD1 CRYAB CSF1 CTSF CTSK CUBN CYB5A CYFIP2 CYLD CYP2J2 CYP39A1 CYRIB CYTH1 DAB2 DALRD3 DBN1 DBNDD2 DBP DCC DCLK1 DCT DCTN3 DDHD1 DDR1 DDX23 DDX25 DEAF1 DENND5A DENND6B DEPDC7 DEPTOR DGAT2 DGKA DHRS1 DIPK1A DIPK2A DIXDC1 DLGAP4 DLK2 DNAAF9 DNAJB14 DNAJB4 DNER DNM3 DNMT3A DNMT3B DOCK4 DOCK7 DOCK9 DPYSL3 DSCAM DSCAML1 DST DTNA DUSP10 DUSP15 DUSP7 DUSP8 DYNLL1 DYNLT3 DZIP1 E2F8 EBF4 ECPAS EEF1AKMT2 EEIG1 EFCAB14 EFCAB7 EFHD1 EFR3B EHBP1 EHD1 EHD2 ELAPOR1 ELAVL1 ELAVL3 ELDR ELF1 ELMOD2 ELOVL7 EMP3 ENPP2 ENPP5 ENTPD5 ENTREP1 EPB41L1 EPB41L2 EPB41L4B EPHA7 EPS8 ERBIN ERCC1 ERCC4 ERMARD ERMP1 EYA3 EZR F8A1 FA2H FAM13C FAM174B FAM193A FAM234B FAM241A FAM32A FAM53B FANCB FBXL3 FBXO10 FBXO32 FBXO44 FBXO6 FCGRT FGFR2 FGFRL1 FHOD3 FKBP15 FKBP7 FKBP8 FLNB FLRT2 FMN2 FMNL2 FOCAD FOS FOXP1 FOXP2 FRAT2 FRMD4B FRMD5 FUT9 FYCO1 FYN FZD8 GAB1 GADD45B GAL3ST1 GALC GALNT11 GAREM2 GAS7 GATM GDF1 GDI1 GEN1 GINS3 GIPC1 GJC3 GLIS2 GLIS3 GLRB GLTP GMFB GNAO1 GNB4 GNG7 GNPTAB GOLGA4 GOLPH3L GPR17 GPR180 GPR37 GRAMD2B GRB14 GRIA2 GRID2 GSK3B H1-2 H2AC18 H2AC25 H2AC8 H2AZ2 H2BC10 H2BC11 H2BC5 H2BC7 H3C14 H4C16 H4C9 HACD2 HACL1 HADHB HAND2 HAS2 HBP1 HDAC5 HDAC9 HDDC3 HECTD4 HELLS HELZ HERPUD2 HEY1 HIP1R HIPK2 HIRA HLF HMX2 HNRNPR HOMER1 HR HS3ST1 HSDL2 HSPA1B HSPA4 HTRA1 HTRA3 HTT ICMT ID4 IER5 IFFO1 IFI27L2 IFT22 IGFBP7 IGLON5 IGSF11 IGSF9B IKZF2 IKZF5 IMPA2 INAVA INO80B INPP5E INPP5K INPPL1 INVS IPO7 IQCE IRGM IRS1 ITGA7 ITGB8 ITPR2 JAK2 JAM2 JAM3 JCAD JRK JUN KALRN KANK1 KANSL1 KATNAL1 KATNAL2 KAZN KCNA1 KCNA6 KCNIP3 KCTD13 KCTD18 KCTD4 KDM5B KDM6A KIAA0586 KIAA0753 KIAA0930 KIAA1522 KIAA1549 KIDINS220 KIF13A KIF1B KIF21A KIF3C KIFC2 KIRREL3 KLF13 KLHL18 KLHL2 KLHL24 KLHL29 KLHL30 KLHL5 LATS2 LBP LCORL LDLRAD3 LGALS2 LGALS9 LHFPL2 LHFPL6 LHPP LIMS2 LIN54 LIN9 LIPG LMAN1 LMBRD1 LPAR1 LPGAT1 LRFN4 LRIG1 LRP4 LRRC42 LRRC49 LRRC4C LRRC73 LRRC75A LRRC8B LRRC8C LRRN3 LSAMP LSM11 LTBP1 LYPD1 LYPD6 LZTFL1 MAD2L1 MAF MAFA MALAT1 MAN2B1 MAP1A MAP1B MAP1LC3B2 MAP2K4 MAP3K5 MAP4K5 MAP6 MAP6D1 MAPK8IP3 MAPRE1 MAPRE2 MAPRE3 MAPT MARCKS MARF1 MARK1 MASTL MATN2 MAU2 MB21D2 MBNL2 MBOAT1 MBOAT2 MBP MDP1 MECP2 METTL26 MEX3B MFAP3L MFRP MFSD12 MGAT3 MGLL MGME1 MICAL3 MIF4GD MIGA2 MINDY1 MIR100HG MKRN1 MLLT11 MLLT3 MMD2 MOB3B MON2 MOSPD2 MPDU1 MPI MPP2 MPV17 MPZL1 MR1 MROH3P MRPL15 MSI2 MT3 MTMR10 MTMR4 MUTYH MXD1 MXI1 MYCBP MYLK MYO18A MYO1G MYO5B MYO6 MYRF N4BP2L1 NAGA NARF NASP NAV1 NAV2 NAV3 NBEAL1 NCALD NCAM2 NCAN NCEH1 NCOR1 NDNF NDOR1 NDRG1 NDRG4 NDUFAF3 NEDD4L NEGR1 NEO1 NFASC NFIC NFKB2 NFKBIB NHERF2 NHSL1 NINJ2 NIPAL3 NISCH NKAIN1 NKD1 NLGN2 NLGN3 NMRAL1 NOD1 NOL4L NOPCHAP1 NOTCH1 NPC1 NPC2 NR1D2 NRCAM NREP NRTN NSD2 OGT OMG OPHN1 OSBPL9 OSTM1 P4HA1 PACS2 PADI2 PAFAH1B1 PAK1 PAK3 PARD6G PARM1 PARP3 PCDH17 PCDH19 PCDH7 PCDHB13 PCDHB16 PCDHB4 PCDHGC4 PCMTD2 PCNX1 PCOLCE PDCD10 PDCD4 PDE4B PDE9A PDGFA PDGFC PDK1 PDLIM2 PDLIM7 PDZRN4 PELI1 PER3 PEX1 PEX5 PFN2 PHF21B PHLDB1 PHLDB2 PHYHIPL PIGB PIGG PIGK PIGO PIGQ PIGT PIK3IP1 PIK3R3 PINK1 PIP4K2C PKIG PKP4 PLEC PLEKHA1 PLEKHG1 PLEKHM3 PLEKHN1 PLK3 PLLP PLP1 PLPP6 PLPPR5 PLS1 PLXDC2 PLXNA3 PLXNB1 PLXNB3 PLXNC1 PMEL PNISR PNN PNRC1 POC1B POLR1HASP PPARA PPM1L PPP1R12B PPP1R16B PPP1R21 PPP2CA PPP2R2A PPP2R2B PPT1 PRAG1 PRICKLE1 PRKAR1B PRKAR2A PRKCA PRKCQ PRNP PROS1 PRRC2C PRTG PRUNE1 PSMF1 PSPC1 PTGDS PTPDC1 PTPRCAP PTPRE PTPRM PTPRZ1 PURG PVT1 PXDN PXMP4 QKI QPCT R3HCC1 RAB11FIP2 RAB2B RAB3GAP2 RAB40C RAB7B RABGAP1L RAD18 RAD54B RALGDS RALGPS1 RALGPS2 RANBP6 RAP2A RAPGEF1 RASGEF1B RASSF2 RBBP6 RBM12 RBM18 RBM25 RBM5 RBMS1 RCOR2 RECK REEP1 REEP3 RELN RENO1 REPS2 RETREG1 RETREG3 RFFL RFTN2 RFX5 RGS3 RHOBTB3 RHOG RICTOR RNASEL RND2 RNF128 RNF144A RNF187 RNF5 RORA RSF1 RTL8A RTN2 RTN4 RTTN RUBCN RUFY3 RUNDC3A RUSC1 S100A1 S100B SAE1 SAMD5 SAMD9L SAP30BP SAPCD1 SASH1 SASS6 SAT1 SAT2 SCAMP2 SCARB2 SCN8A SDC1 SDC2 SDF4 SDSL SEC14L3 SEC16B SEMA4D SEMA4G SEMA5B SEMA6D SEPTIN4 SERBP1 SERINC5 SERPINA3 SERPINB8 SERPINI1 SESN3 SFT2D3 SGCB SGK2 SGPL1 SH3BP4 SH3D19 SHB SHISA4 SHISAL1 SHROOM2 SIK1 SIRT2 SKIL SLC13A4 SLC15A2 SLC15A4 SLC16A7 SLC17A5 SLC1A1 SLC1A3 SLC22A23 SLC25A10 SLC25A24 SLC25A27 SLC25A42 SLC26A2 SLC2A13 SLC2A3 SLC30A1 SLC31A2 SLC35A3 SLC41A2 SLC44A1 SLC45A4 SLC48A1 SLC5A3 SLC6A6 SMARCA2 SMG5 SMIM14 SMPD2 SMURF1 SNAPIN SNED1 SNORC SNRPD3 SNX30 SNX5 SOAT1 SOCS3 SOCS6 SOGA1 SORBS1 SORBS3 SORL1 SOX13 SOX2-OT SOX21 SOX4 SOX8 SPAG4 SPATS2L SPECC1 SPEG SPIN4 SPSB1 SPTBN1 SPTLC2 SRCAP SRCIN1 SRGAP1 SRPK3 SSC5D ST8SIA1 STAT1 STK11IP STMP1 STRADA STRN STXBP3 SV2A SVIL SVIP SYNE1 SYNGR1 SYNPO SYT1 SYT11 SYT4 TAF11 TAF13 TAF9B TAFA2 TAMALIN TANGO2 TBC1D14 TBC1D16 TBC1D22A TBC1D23 TBC1D8 TBX2 TCF12 TCF4 TCF7L1 TCF7L2 TCP11L2 TCTA TCTN2 TENT5A TERF1 TET2 TEX2 TFEB TGDS TGFB3 TGFBR3 TGS1 THOC2 THSD7A THTPA TIMP2 TIMP3 TJAP1 TLK2 TM7SF3 TM9SF3 TMBIM1 TMC7 TMCC2 TMCC3 TMCO6 TMEFF1 TMEFF2 TMEM106B TMEM108 TMEM14A TMEM150A TMEM151A TMEM19 TMEM198B TMEM216 TMEM30A TMEM35A TMEM40 TMEM51 TMEM63A TMEM71 TMEM80 TMEM88B TMEM8B TMEM94 TMPRSS5 TMSB15B TNFAIP6 TNFRSF21 TNFSF9 TNR TNRC6B TNS1 TOMM20 TOR4A TP53INP1 TPBG TPGS2 TPP1 TPP2 TPPP TRA2A TRIM2 TRIO TRIP11 TSC22D1 TSPAN2 TSSC4 TST TTBK1 TTC30B TTC39C TTC5 TTLL5 TTYH1 TTYH2 TUBB3 TUBB4A TUBE1 TULP4 TXNIP TYRO3 UBASH3B UBE2H UBFD1 UBXN8 UCP2 UGT8 ULK1 ULK2 UNC5B UQCC3 URM1 USP20 USP53 USP6NL VAT1 VDR VIPAS39 VMAC VPS37A VPS37B VPS50 VPS51 VWA5A WAC WASF1 WDFY1 WDR1 WDR35 WDR83 WIPI1 WLS WRN WSCD1 WWP1 WWP2 XRN1 YIPF4 YLPM1 YPEL3 ZBTB20 ZDHHC12 ZDHHC14 ZDHHC2 ZEB2 ZFAND5 ZFHX3 ZFP1 ZFR ZFYVE1 ZFYVE27 ZKSCAN1 ZKSCAN8 ZMAT1 ZMYND8 ZNF24 ZNF32 ZNF365 ZNF445 ZNF519 ZNF579 ZNF703 ZSCAN26 ZSCAN29 GOBERT_OLIGODENDROCYTE_DIFFERENTIATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBERT_OLIGODENDROCYTE_DIFFERENTIATION_UP AAAS AARS1 ABCB1 ADAM23 ADGRG6 ADGRL2 AEN AIDA AK4 AKAP12 AKR1E2 ALAD ALDH16A1 ANGPTL2 ANKLE1 ANKRD24 ANKRD6 ANKS1A ANP32E ANXA1 ANXA2 ARHGAP11A ARHGAP18 ARHGAP19 ARHGEF39 ASF1B ASPH ASPM ATAD2 ATAD5 ATOH8 AUNIP AURKA AURKB BATF3 BEND3 BIRC5 BLM BLVRB BOK BORA BRCA2 BUB1 BUB1B C1orf112 C1orf159 C4orf46 C7orf50 CACNG4 CAND2 CASP3 CASP7 CBR3 CCDC18 CCDC34 CCDC61 CCDC77 CCNA2 CCNB1 CCNB2 CCND3 CCNE1 CCNE2 CCNF CCNK CD38 CDC20 CDC25B CDC25C CDC45 CDC6 CDC7 CDCA2 CDCA3 CDCA4 CDCA5 CDCA7 CDCA7L CDCA8 CDH6 CDK1 CDK2 CDKN2A CDKN2C CDKN3 CDT1 CENPA CENPE CENPF CENPH CENPI CENPK CENPL CENPM CENPN CENPP CENPQ CENPS CENPT CENPU CENPW CEP131 CEP152 CEP192 CEP55 CEP70 CEP89 CHAF1B CHEK1 CHEK2 CHSY1 CHTF18 CIP2A CIT CKAP2 CKAP2L CKAP5 CKS1B CKS2 CLIC1 CLSPN CMC2 CPNE8 CREB5 CSRP2 CTC1 CTDSPL2 CYP26B1 DBF4 DCTD DCTPP1 DDAH1 DDIAS DDX11 DDX20 DEPDC1 DEPDC1B DHFR DKC1 DLGAP1 DLGAP5 DNA2 DNAAF2 DNAJC9 DNMT1 DOCK5 DSCC1 DTL DUSP12 DUT DYNLL1 E2F1 E2F2 E2F7 ECT2 EME1 EMP1 ENKD1 ERAL1 ERBB3 ERCC6L ERI2 ESCO2 ESPL1 ETAA1 EXO1 EXOSC8 EZH2 FAM110A FAM111A FAM234A FAM72A FAM83D FANCA FANCD2 FANCI FBN2 FBXL18 FBXO5 FEN1 FGFR3 FIGN FIGNL1 FMC1 FMNL3 FN1 FOXM1 FRAT1 FSTL1 GAP43 GAS2L3 GEMIN2 GEMIN5 GEMIN6 GFOD2 GINS1 GINS2 GJC3 GMNN GNL1 GOLT1B GPATCH4 GPC6 GPR161 GPR19 GRWD1 GTSE1 H1-10 H2AX H2AZ1 HASPIN HAT1 HAUS1 HAUS3 HAUS4 HAUS5 HAUS6 HAUS8 HDAC4 HELLS HIRA HIRIP3 HJURP HMGB2 HMGB3 HMGN2 HMGN5 HMMR HOXA4 HROB HSPB6 HYLS1 ID1 IER5L IFFO2 IFIT2 IFRD2 IGF1R IMPA2 INCENP IQGAP3 ISOC1 ISY1 ITGB3 JADE1 JAK1 JPT1 KIAA0586 KIF11 KIF18A KIF18B KIF20A KIF20B KIF22 KIF23 KIF2C KIF4A KIFC1 KITLG KMT5A KNL1 KNSTRN KNTC1 KPNA2 L3MBTL2 LANCL2 LARP7 LASP1 LDHB LDLR LGR5 LIG1 LIMCH1 LIMK1 LIN54 LIN9 LMNB1 LMNB2 LPCAT4 LPIN2 LRR1 LSM2 LSM4 LSM5 LYAR MAD1L1 MAD2L1 MALAT1 MAP2 MAP3K20 MCM10 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 MCMBP MCRIP2 MDC1 MDP1 MEF2C MELK MIS18A MIS18BP1 MKI67 MLEC MMS22L MNS1 MRE11 MREG MRNIP MSH6 MTFR2 MTLN MTSS1 MXD3 MYB MYBL1 MYBL2 MYG1 NANOS1 NASP NCAPD2 NCAPG NCAPG2 NCAPH NCAPH2 NCL NDC1 NDC80 NEK2 NEMP1 NES NET1 NEURL1B NFIB NKD2 NLE1 NMRAL1 NOC2L NOLC1 NOP58 NPTXR NSD2 NSL1 NT5DC2 NUCKS1 NUF2 NUP107 NUP133 NUP210 NUP37 NUP43 NUP54 NUP85 NUSAP1 ODC1 OIP5 ORC1 OSBPL3 PA2G4 PABPC1 PAFAH1B3 PALB2 PALLD PARPBP PASK PAWR PBK PBXIP1 PCLAF PDLIM1 PDSS1 PDZRN3 PEG3 PHF1 PHF19 PIDD1 PIF1 PIMREG PKMYT1 PLAGL1 PLEKHO1 PLK1 PLK4 PMF1 PMS2 POC1B PODXL POLA1 POLA2 POLD1 POLD2 POLD3 POLE POLE2 POLR1H POLR2A PPARGC1B PPIF PPP2R5C PRC1 PRIM1 PRIM2 PRR11 PSMC3IP PSRC1 PTGES2 PTGR1 PTN PTOV1 PTPN6 PTTG1 PVT1 PXYLP1 RACGAP1 RAD18 RAD50 RAD51 RAD51AP1 RAD54L RANGAP1 RBBP4 RBL1 RBM10 RBMX2 RC3H2 RCC1 RDM1 RECQL4 RFC2 RFC3 RFC4 RFC5 RFLNB RGCC RHOT2 RIF1 RNF26 ROCK1 RPA1 RPA2 RPS6KA6 RRM1 RRM2 RRP12 RRP1B RSRC2 S100A4 SALL3 SAMHD1 SART3 SASS6 SELENOH SEPHS1 SERPINE2 SERTAD4 SFXN2 SGO1 SGO2 SHCBP1 SHMT1 SHQ1 SIVA1 SKA1 SKA2 SKA3 SKP2 SLBP SLC1A3 SLC25A10 SLC29A2 SLC7A2 SLC9A5 SLF1 SLFN13 SMC2 SMC4 SMO SMPDL3B SNX22 SNX25 SNX7 SPAG5 SPARC SPATS2L SPC24 SPC25 SPDL1 SPPL2A SPRED2 SRGAP2 SRM STAG1 STAMBPL1 STIL STK17B STMN1 STUB1 SUV39H1 SUV39H2 TACC3 TAF15 TAF4 TAF5 TAL1 TAMM41 TBC1D31 TBL2 TCF19 TCOF1 TDP2 TEAD1 TEDC1 TEDC2 TERF1 TESC TEX30 TGIF2 THAP12 THYN1 TICRR TIMELESS TIPIN TK1 TMEM107 TMEM109 TMEM47 TMEM97 TONSL TOP2A TPM1 TPX2 TRAIP TRIM59 TRIP13 TRMT61A TROAP TRPS1 TSPAN7 TTF2 TTK TTLL4 TYMS UBE2C UBE2T UCHL5 UHRF1 UMPS UNG UPP1 USP1 UTP25 VARS1 VCAN VIM VOPP1 VRK1 WDHD1 WDR62 WDR76 WEE1 XPO1 XRCC1 XRCC2 ZBTB12 ZC3H8 ZFP41 ZNF124 ZNF367 ZNF704 ZRANB3 ZWILCH GOERING_BLOOD_HDL_CHOLESTEROL_QTL_CIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOERING_BLOOD_HDL_CHOLESTEROL_QTL_CIS GSTM1 HLA-DRB3 HLA-DRB5 IKZF1 LGALS2 LINC00339 PPA2 RPL14 RPS26 TIMM10 TMEM176B UBA52 UTS2 GOERING_BLOOD_HDL_CHOLESTEROL_QTL_TRANS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOERING_BLOOD_HDL_CHOLESTEROL_QTL_TRANS CYP4F35P EPB41L4A FLT4 KLK3 LDLRAD4 MAPK8IP1 MPO MSI1 NACC2 PAF1 SCRIB SELENON TMEM241 ZC3HC1 GOLDRATH_ANTIGEN_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOLDRATH_ANTIGEN_RESPONSE ABRACL ACOT7 ADAM8 ADGRE1 AHNAK AK3 ALAD ALAS2 ALCAM ANLN ANXA1 ANXA2 ANXA4 ARHGAP21 ARL5A ASF1B ASPM ATP5IF1 AURKA AURKB BAG3 BATF3 BCL2A1 BHLHE40 BIRC5 BRCA1 BUB1 C3 C4orf3 C6orf89 CA1 CA2 CAPG CAPN2 CARHSP1 CASP1 CASP3 CBX5 CCDC50 CCL15 CCL3 CCL4 CCL5 CCNA2 CCNB1 CCNB2 CCNF CCR2 CCR5 CD24 CD244 CD44 CD48 CD68 CD74 CDC20 CDC25C CDC45 CDC6 CDCA3 CDCA5 CDCA8 CDK1 CDK2AP1 CDKN2C CDKN3 CENPA CHAF1A CHEK1 CHIA CIP2A CISD1 CISH CITED2 CKAP2 CKS1B CKS2 CLIC4 CMA1 CMC2 CPOX CRMP1 CRYBG1 CST3 CTLA4 CTNNA1 CTSD CXCR3 CYFIP1 DBI DENND5A DHFR DHRS1 DLGAP5 DNA2 DOCK5 DSTN DTL DUSP1 E2F8 EBP ECH1 ECT2 EEA1 EFHD2 EIF1AX ELL2 EMP1 EMP3 ERRFI1 ETFB EVI2A EZH2 F2R F2RL3 FANCM FASLG FEN1 FGL2 FHL2 FIGNL1 FUT7 FYN GADD45B GAPDH GCAT GEM GGH GLRX GMNN GNG10 GNPDA1 GSTO1 GSTT1 GTSE1 GZMA GZMB GZMK GZMM H1-0 H1-2 H2AX H2AZ1 H2AZ2 H3C4 HASPIN HAT1 HAUS6 HBB HEMGN HIP1R HLA-A HLA-DQA1 HLA-DQB1 HLA-DRB5 HMBS HMGB2 HMGN2 HOPX HPF1 HSPA2 ID2 IER3 IFI30 IFITM3 IFNG IGHG1 IGHV1-58 IGHV1-69-2 IGHV2-26 IGKV2D-30 IGKV4-1 IGKV5-2 IGLC1 IGLC6 IGSF10 IL12RB1 IL18R1 IL18RAP IL2RA INCENP IQGAP3 IRF4 IRF8 ITGA4 ITGAX ITGB1 ITM2B ITSN1 JCHAIN KANK3 KIF11 KIF20A KIF22 KIF2C KIF4A KIFC1 KLRB1 KLRG1 KLRK1 KPNA2 KRTCAP2 LAG3 LAT2 LGALS1 LGALS3 LIG1 LILRB4 LITAF LMNA LMNB1 LRRC59 LXN LYL1 LYN M6PR MAD2L1 MAP2K3 MAPK6 MAPRE2 MCM10 MCM3 MCM4 MCM5 MDFIC MGST1 MIS18BP1 MKI67 MRPL18 MS4A1 MT1A MT2A MTHFD2 MXD3 MYADM MYL4 MYO1F N4BP1 NAPSA NCAPH NCF4 NEK2 NFIL3 NPTN NRP1 NUDT4 NUP62 NUSAP1 ODC1 PCLAF PCNA PDCD1 PERP PGAM1 PGLYRP1 PGM2 PIM1 PLBD1 PLCG2 PLD4 PLEKHB2 PLK1 PLK4 PLP2 PLSCR1 POLA1 POLR3K PRC1 PRDM1 PRDX4 PRF1 PRIM1 PRIM2 PSMC3IP PTGER4 RAB11A RACGAP1 RAD21 RAD51 RAD51AP1 RAN RBM3 REEP5 RELL1 RFC5 RHD RHOQ RNASEH2B RNF227 RNH1 ROM1 RORA RPA3 RRM1 RRM2 RUNX2 S100A10 S100A11 S100A13 S100A4 S100A6 SCPEP1 SDHD SERINC3 SERPINA3 SERPINB6 SERPINB9 SGCB SH3BGRL SIVA1 SKAP2 SLC25A53 SLC2A3 SLC31A1 SLC39A4 SLC4A1 SLC4A7 SLC66A3 SLPI SNU13 SNX10 SNX3 SOCS2 SP100 SPDL1 SQLE SSX2IP ST3GAL6 STARD10 STMN1 SYCE2 SYPL1 TACC3 TAF9 TBL2 TCEAL9 TCF19 TK1 TKTL1 TMED7 TMEM126A TMEM14C TMEM30A TMEM37 TMEM97 TMPO TNFRSF9 TOP2A TOPBP1 TPI1 TPM4 TRAPPC1 TRIP13 TTC39B TTK TXN TYMS TYROBP UBE2T UBL3 UGT1A10 UNC119 VCL WEE1 YBX3 YWHAQ ZNF207 GOLDRATH_HOMEOSTATIC_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOLDRATH_HOMEOSTATIC_PROLIFERATION AGFG1 AK6 AMZ2 APP AQP9 ARL14EP ARL4C ATP11A ATP5PF ATP6V0B BAG2 BCL2 BYSL BZW2 C3orf38 C9orf85 CACYBP CD55 CDCA7L CETN3 CHEK2 CMBL CPSF2 CREB1 CTNND2 CYCS DHX9 DUSP19 DYNLL2 E2F1 EBF3 EID1 EIF3J EOMES ETFBKMT F2RL1 FAM162A FUBP1 GALK1 GK GMFB GNPNAT1 GOLIM4 GPX1 HDGF HNRNPA1L2 HSD3B1 HSPE1 IGF2BP2 IL10RB IMPA2 IPO7 IPP IRAK1 ITFG1 ITGB1BP1 KCNS2 KCTD12 KLF9 LAGE3 LIN7C MACIR MACROH2A1 MAGOH MICOS10 MMUT MPC2 MRPL9 MRPS25 MRPS33 MSL2 NABP1 NACC2 NCAN NDUFAB1 NDUFB2 NDUFB3 NDUFC1 NHP2 NIFK NME1 NOP16 NPM3 NUDCD2 PACRGL PAFAH1B1 PARK7 PBRM1 PCBD2 PCCB PCGF2 PDAP1 PDCD2 PPA1 PRKCA PRPS2 PSMC5 PSMC6 PTGES3 QDPR RAB18 RAB5C RAB5IF RAD23B RECK RNF11 RNF141 ROCK1 RPIA SDHC SEC62 SEL1L SEMA4F SET SFPQ SFXN1 SIAH1 SLC7A5 SMN2 SNORA57 SNRPE SNX9 SORL1 SOS2 SRPRA STRN STT3A TAF1D TGOLN2 TIAL1 TIMM22 TM9SF3 TMX2 TRIM43 TRNT1 UBALD2 UBE2E1 UBL5 UBQLN2 UNG VAMP4 VDAC2 VOPP1 VTI1B WIPF1 YIPF5 YME1L1 ZFP62 ZNF131 ZRSR2 GOLDRATH_IMMUNE_MEMORY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOLDRATH_IMMUNE_MEMORY ABCB1 AKR1C4 ANGPTL4 ANKH ANTXR2 AQP9 BAG3 CD160 CD55 CHCHD7 CHPT1 CIPC CTSW CYP4V2 DOCK9 ECI1 EOMES F2R FCGRT FHIT GK GOLIM4 GPC1 HCFC1R1 IFNAR2 IL10RA IL10RB IL15RA KCTD12 LDAF1 LPIN1 MAPK12 MCOLN2 MYC NCKAP1 NR1D2 PALD1 PCGF2 PDE8A PLCD1 PLEKHA5 POU6F1 PRKCE PRKCZ PRNP PROS1 PRSS12 PTPN22 RASA4 RECK RNASE4 RNF138 RPGR RRAS RRM2B SEMA4F SLC2A1 SORBS1 SOS2 TIRAP TMEM141 TRAF1 USP48 VKORC1 VRK1 ZMAT3 GOLUB_ALL_VS_AML_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOLUB_ALL_VS_AML_DN AZU1 CAT CD33 CFD CFP CST3 CTSD CXCL8 FAH HOXA9 ITGAX LEPROT LGALS3 LTC4S LYN LYZ MCL1 NFKBIA PPIF SQSTM1 SRGN STOM ZYX GOLUB_ALL_VS_AML_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOLUB_ALL_VS_AML_UP ACADM ADA ATP2A3 CBX1 CCND3 CD79A CYFIP2 DHPS DYNLL1 GTF2E2 IL7R IRF2 MCM3 MYB MYL6B NUP88 PSMA6 RBBP4 SMARCA4 SRP9 STMN1 TCF3 TOP2B ZNF22 GOTTWEIN_TARGETS_OF_KSHV_MIR_K12_11 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOTTWEIN_TARGETS_OF_KSHV_MIR_K12_11 ABHD6 AGTRAP AMOTL1 ARHGAP21 ARRDC2 ATP6V1G1 BMI1 C2orf88 C9orf78 CARD6 CDC42EP3 CSNK1G2 DCLK1 DPY19L1 DSTYK E2F3 ERMAP FAM241B FBXO33 FOS GALT GBA2 GPSM2 HIVEP2 HMGCS1 HSPA5 IKBIP KIAA0408 MRGPRF MUC20 MYB MYO1D PICALM PIERCE1 PIK3CA PITPNM2 PLEKHA5 PLEKHB2 POLE3 PRPF4B PTDSS1 RFK RNF123 RNF166 RNF213 RNF31 RXRA SAMHD1 SCAMP1 SEC13 SGK1 SGPL1 SLA SLC33A1 SMAD6 TAF12 TLE4 TMEM255A TRIP13 TWF1 USP8 WEE1 XAF1 GOTZMANN_EPITHELIAL_TO_MESENCHYMAL_TRANSITION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOTZMANN_EPITHELIAL_TO_MESENCHYMAL_TRANSITION_DN ABCB1 ABCD3 ACADL ACADM AHCY AIP ALAD AMD1 ANXA11 ANXA7 ANXA8L1 AP2A2 AQP8 ARF4 ARHGDIB ATF2 ATP5F1B ATP5MC1 ATP6V1A ATP6V1E1 BAX BCAP31 BNC1 BTC CALM2 CAPZA2 CASP3 CASP4 CBX1 CCT3 CD53 CD55 CD82 CDH1 CDKN1A CDKN2A CFTR CLCN3 CLNS1A CNIH1 COPS5 CPE CPT2 CTNNB1 CX3CL1 CXCL6 CYP2J2 CYP3A7 DBP DDOST DDX19A DDX24 DMBT1 DOK1 DYNLT1 ECH1 EDN2 EGR1 ELP5 ENPP1 EPS15 EPS8 EXOC7 EYA2 FDFT1 FGFBP1 FHL1 FKBP2 FNTA FOS FOSL1 FOXA2 FXYD5 GAS8 GATA5 GDI2 GJA1 GJB4 GNA11 GNAI1 GNB5 GPD1 GSS GSTM1 GSTP1 H3-3A HAX1 HCCS HELLS HLA-A HLA-E HMBS HMGA2 HMMR HNRNPH1 HS3ST1 HSD17B10 IER2 IL1R1 IL1RN ITGB4 ITIH2 IVL KCNAB1 KLF3 KLF4 KRT15 KRT19 LBP LGALS3 LGALS9 LORICRIN MAN1A1 MAPK14 MMP13 MRC1 MRPL23 MTHFD2 MXI1 MYC NFKBIA NHERF1 NOCT NPEPPS NTAN1 OAZ1 OSTF1 PA2G4 PAM PDCD2 PENK PFKL PFN1 PHYH PIGF PIGQ PLXNA2 POLR1D POLR2C PPARG PPFIBP2 PPP1CB PRKACB PRKG2 PSMC1 PSMC5 PSME1 PTHLH PTPRM PTPRR PURA RAB18 RALY RNF2 ROCK1 RPL18 S100A13 S100A8 SCP2 SDC4 SDF2 SEC22B SEC23A SELENOP SEPHS2 SERPINB6 SERPINE2 SLC12A1 SLC1A5 SLC22A18 SLC35A1 SLC3A2 SNAP23 SOD1 SOS1 SPRR1A SRP14 SRSF1 STAC STIP1 STK3 STOM TCEA1 TCEA3 TFAM TKT TLE1 TM4SF1 TMEM165 TNNT2 TOB1 TOP2A TP53 TPD52 TPM3 TRIM25 UBE2H UCP2 UFD1 UGT1A10 VDAC1 WT1 XRN2 YWHAH YWHAQ YWHAZ ZFP36L1 GOTZMANN_EPITHELIAL_TO_MESENCHYMAL_TRANSITION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOTZMANN_EPITHELIAL_TO_MESENCHYMAL_TRANSITION_UP ABCB1 ACTA2 BRCA1 CCL7 CCN2 CCT6A CDH2 CENPA CHEK1 CHRNB1 CLU COL18A1 COL1A1 COL3A1 COL4A1 COL4A2 COL5A2 CSF1 CTSV CYP1B1 DCK EDN1 FBLN2 FN1 FURIN GADD45B GATA2 GLG1 HMGB1 IGFBP7 IL4R INHBA INHBB IRGM ITGB1 JUN KIFC1 MAP4 MCM3 MKI67 MPDZ NCAM1 NR2F1 OAT ODC1 PAFAH1B1 PDGFA PKP1 PLA2G4A PLK4 PPIC PROS1 RBBP6 RBL1 RPSA SERPINE1 SMAD1 SMARCD1 SNAI1 TEAD2 TGFB3 TIMP1 TIMP3 TNC TOP1 TPP2 TRAF3 ZFX GOUYER_TATI_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOUYER_TATI_TARGETS_DN A4GALT BMP7 CSPG4 FABP5 FN1 HPN IGF2 IGFBP2 LOXL4 MAPK12 MCAM PTP4A3 RBBP8NL S100A4 SNCG TAGLN TIMP4 GOUYER_TATI_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOUYER_TATI_TARGETS_UP ANPEP CCL2 CXCL8 ID2 LCN2 PLD1 PRKCA TFF3 TNF ZBTB16 GOUYER_TUMOR_INVASIVENESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOUYER_TUMOR_INVASIVENESS AKR1B1 AKR1B10 CEMIP CKB CXCR4 GRB10 SPINK1 SQOR SYT13 GOZGIT_ESR1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOZGIT_ESR1_TARGETS_DN ABAT ABCA12 ABCA5 ABCC1 ABHD2 ABHD4 ABLIM1 ACKR3 ACOT2 ACSL3 ADAMTS19 ADCY1 ADCY9 ADGRF4 ADGRG1 AFF3 AGR2 AGR3 AHCYL2 AHI1 AHR AJUBA AK4 AKAP5 AKR1C1 AKR1C3 ALCAM ALOX15 AMER2 ANK3 ANKRD26P3 ANKRD35 ANKRD50 AOPEP AOX1 APBB2 APOD APOL1 AR AREG ARFGEF3 ARG2 ARID5B ARL15 ARL4A ARMCX2 ARMCX3 ARMT1 ARPIN ARRDC3 ASAP1 ASB9 ATP11B ATP1B1 ATP2A3 ATP2B1-AS1 ATP2C2 ATP8B2 ATP9A ATRNL1 B3GALNT1 BAG3 BAMBI BATF BATF2 BCAS1 BCL6 BEX4 BICD1 BIRC3 BLVRA BMP5 BMPR1B C11orf52 C1orf53 C2CD4A C3orf70 C4A C6orf118 C6orf141 C8orf88 C9orf152 CA12 CAB39L CACNB4 CACNG4 CALCR CAP2 CAPN9 CASK CAV2 CBLB CCDC169 CCDC170 CCDC83 CCL28 CCL5 CCPG1 CD109 CD44 CD44-AS1 CD99 CDCA7L CDK6 CDKL5 CDKN2B CEACAM1 CEACAM5 CEACAM6 CELSR2 CEMIP CERS6 CFAP20DC CFB CHD8 CHMP4A CHROMR CHST15 CKAP4 CLDN3 CLNK CLU CMAHP CMBL CNOT4 CNTN1 COA1 COBLL1 COL18A1 COL3A1 COL4A5 CP CPE CPEB2 CPNE4 CPT1A CRABP2 CRACR2A CREB3L2 CREM CRISP3 CRYBG1 CSNK1D CSTA CTHRC1 CTNND2 CTSF CTSS CUEDC1 CXCL12 CXCL16 CXCR4 CYP19A1 CYP1A1 CYP1B1 CYP2C8 CYTOR DACH1 DCDC2 DCLK1 DEGS2 DENND1B DEPTOR DGKD DHDDS-AS1 DHRS3 DIP2A DIRAS2 DKK1 DNAJA4 DNAJC12 DNAJC15 DNM3 DOCK8 DPF3 DPYD DR1 DSCAM DSCAM-AS1 DSCR8 DSP-AS1 DSPP DTNA DUSP10 DUSP8 DYNLT3 EDN1 EEF1A2 EEIG1 EFEMP1 EFNB2 EGLN3 EGR3 ELAPOR1 ELF5 ELL3 ELP2 EMC10 ENAH ENPP1 ENSG00000243818 ENSG00000265246 ENSG00000291107 ENTREP1 EPB41L1 EPB41L5 EPHA3 EPHA4 EPHA7 EPHX1 EPS15L1 ERBB4 ERN1 ESR1 EVL FAM114A1 FAM162B FAM169A FAM241A FAR2 FARP1 FAT1 FAXDC2 FBP1 FBXO32 FGF13 FGF14-AS2 FGFR2 FIGN FLCN FLRT3 FNIP2 FOXA1 FOXP1 FRAS1 FRK FRMD6 FTH1 FUT8 FUT8-AS1 FUT9 GABARAPL1 GABBR1 GAD1 GALNT18 GALNT4 GASK1B GATA3 GATA3-AS1 GATA6 GBP2 GDF15 GFRA1 GLMP GLRA3 GNA14 GNRHR GPATCH2 GPC1-AS1 GPC4 GPER1 GPNMB GPR137B GPR137C GPR37 GPX2 GREB1 GRHL2 GRIK3 GRIN2A GRIPAP1 GSN GSTA1 GSTT1 GUCY1B1 GULP1 H2AC8 H2BC21 H2BC8 H3C10 H3C4 H4C14 H4C8 HAGLR HDAC9 HDGFL3 HERC6 HES4 HHEX HID1 HIPK2 HK1 HLA-DPA1 HLA-DQB1 HLA-DRB1 HMCN1 HMGCLL1 HOXA10 HOXB-AS1 HOXB3 HOXC10 HOXC13 HOXC6 HS3ST5 HS6ST2 HSH2D HTR7 ICA1L IDS IFI27 IFI44L IFI6 IFIT1 IFIT2 IFIT3 IFITM10 IFT122 IGF1R IGF2BP2-AS1 IGFBP4 IGFBP5 IGFBP6 IGHE INPP4B INPP5F IRF7 IRF9 IRS1 IRX5 ISG20 ITGA6 ITGB8 JAG1 JUN KANK1 KCNJ3 KCNK6 KCTD15 KDELR3 KDR KIAA0513 KITLG KLF3-AS1 KLF7 KLF9 KRT13 KRTAP3-2 KYNU LARGE1 LCA5 LCN2 LDB3 LDOC1 LEPR LGALS8 LGALSL LILRB3 LIN7A LINC00052 LINC00205 LINC00824 LINC00992 LINC01087 LINC01213 LINC01730 LINC02482 LINC02848 LINC02889 LINC02984 LMCD1 LMNA LNCAROD LOXL1 LOXL1-AS1 LPAR6 LPIN2 LRATD1 LRCH1 LRRCC1 LSM14B LTBP2 LURAP1L LYPD1 MACF1 MACROD2 MAF MAGED1 MAN1A1 MAOA MAP2 MAPRE3 MARCKS MARVELD3 MASP1 MAST4 MATN3 MB21D2 MBNL3 MBOAT1 MCOLN3 MED14 MED15P9 MEG3 MICB MID2 MIR22HG MIR3648-1 MITF MLLT3 MLPH MMP16 MMP25 MPDZ MPPED2 MPZL1 MS4A15 MSANTD2-AS1 MSMB MT2A MTSS1 MUC20 MUCL1 MVP MX1 MYO1B MYO5A MYO6 NAB1 NAT1 NBEA NCAM2 NEAT1 NEBL NECAB1 NECTIN2 NEK6 NELL2 NF2 NFKBIZ NINJ1 NMD3 NME7 NNT NPAS3 NPC2 NPNT NR2F2 NR5A2 NRCAM NREP NRP1 NSL1 NUAK1 NUCB2 NUDT14 NUDT16 NUP210L OAS2 OLFM1 OR7E14P OSR2 OTULINL PABIR1 PAPSS2 PARP10 PATJ PCDH10 PCDH7 PCDHB10 PCDHB14 PCDHB16 PCDHB7 PCGEM1 PCGF5 PCP4 PCSK6 PDGFRL PDK3 PDLIM5 PDZK1 PDZRN3 PFN2 PGAP6 PGBD5 PGM2L1 PGM3 PGPEP1 PGR PIAS3 PIERCE2 PIK3R3 PKIA PKIB PLAAT3 PLCB1 PLCH1 PLCXD2 PLEKHA5 PLEKHA7 PLEKHB1 PLEKHS1 PLK2 PLLP PLPP1 PLXNA3 PMEPA1 POF1B PPM1E PPM1K PPM1L PPP1R3C PRDM11 PRICKLE2 PRKAR1A PRKCA PRLR PROCR PRR15L PRRT3 PRSS23 PRSS35 PRSS8 PRTFDC1 PSD3 PSG3 PSG4 PSG6 PSG9 PSMB8 PSMB8-AS1 PSTPIP2 PTGR1 PTK2 PTPN13 PTPRG PTPRG-AS1 PTPRK PTTG1IP PXDN PYCARD RAB27B RAB29 RAB30 RAB40B RABEP1 RAI1 RARA RASD1 RASGRP1 RASSF5 RBBP6 RBFOX2 RBMS2 RBPMS RCBTB1 REL RERG RET RFTN1 RGCC RGS22 RHOBTB3 RHOQ RIPPLY3 RLN2 RNASE1 RND3 RNF144B RNF43 RPRM RPS6KA2 RUBCNL RUNDC3B RUNX2 S100A6 SALL3 SAMD9 SAMD9L SAT1 SAT2 SCCPDH SCD5 SCGB1A1 SCNN1A SCPEP1 SCRN1 SCUBE2 SDK1 SDK2 SDR16C5 SDR42E1 SEC14L1 SEC24D SECTM1 SELENBP1 SELL SEMA3C SERPINA1 SERPINA3 SERPINA5 SESN3 SFXN2 SGCG SGK1 SGK3 SGMS1 SGSM2 SH3BGRL SH3BGRL2 SHANK2 SHROOM2 SHROOM3 SIDT1 SIGLEC15 SIPA1L2 SLC12A2 SLC12A2-DT SLC12A6 SLC16A14 SLC16A6 SLC16A7 SLC19A2 SLC1A1 SLC1A2 SLC24A3 SLC25A29 SLC25A30 SLC27A2 SLC27A6 SLC2A10 SLC37A1 SLC39A13 SLC39A6 SLC39A8 SLC46A3 SLC6A14 SLC6A8 SLC7A2 SLC9A7 SLITRK6 SMIM14 SMIM22 SMIM5 SMURF2 SNAP29 SNAPC3 SNX16 SOX2 SOX3 SOX9 SP100 SP110 SP140L SPAG4 SPART SPATA13 SPATA31A7 SPRED2 SPTBN2 SPTSSB SRGAP1 SRRM2 SRSF4 ST3GAL1 ST6GALNAC5 ST8SIA4 STAP2 STAT1 STC1 STC2 STMN3 STON2 STRBP SULF1 SUPT4H1 SUSD4 SYNPO2 SYT1 SYTL1 SYTL2 SYTL5 TACSTD2 TALAM1 TANC2 TBC1D2 TBC1D9 TBX2 TC2N TCEAL1 TCEAL3 TCF4 TDRD1 TEAD2 TEKT4P2 TENT5A TFF1 TFF3 TFPI TFPT TGFA TGFB2 TGFBI TGIF2 TGM2 THBD THBS1 THSD4 TIGD6 TIMP1 TIMP2 TLE1 TMEM106C TMEM140 TMEM150C TMEM219 TMEM45B TMEM64 TMPRSS4 TMSB4X TMTC1 TMTC2 TNFAIP3 TNFRSF11B TNFSF10 TOM1L2 TP53TG1 TPK1 TRANK1 TRIB2 TRIM2 TRIM37 TRIM38 TRIM49 TRIQK TRPS1 TSC22D3 TSPAN1 TSPAN13 TSPAN15 TTC39A TTC9 TUBA1A TWIST1 UAP1L1 UBE2QL1 UCP2 UCP3 UGCG UGDH ULK1 UNC5C-AS1 USP18 UTRN VAT1 VAV3 VDR VEGFC VEZF1 VIL1 VLDLR VMP1 VOPP1 WIPI1 WLS XAF1 XIST YPEL2 YTHDC1 ZC2HC1A ZDHHC15 ZG16B ZGPAT ZHX2 ZNF223 ZNF226 ZNF229 ZNF285 ZNF483 ZNF506 ZNF583 ZNF625 ZNF641 ZNRF1 ZPLD1 ZSWIM6 GOZGIT_ESR1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOZGIT_ESR1_TARGETS_UP ABCG1 ACAA2 ACACB ACSF2 ACSL5 ADAMTSL4 ADIRF AGXT ALDH3B1 ALOX5 ALPP ANPEP ANXA8 ASPH B4GALT4 BLNK BMP2K C11orf86 CACNA1D CDC42EP3 CEBPA CEP170 CLMP CLSTN3 COL12A1 COL21A1 COX7B CRAT CRISPLD2 CSF3R CYP11A1 CYP26A1 CYP4F8 CYRIA DEGS1 DEPDC1 DHRS2 DOCK10 DPEP2 DSC2 DST DUSP19 DUSP9 ECM1 FAM13A FERMT2 FHL1 FHL2 FOS FRY FSD1 FYN GAS1 GATA2 GDPD5 GLDC GNAI1 GPAT2 GRAMD1C GRAMD2A GRHL1 HERC4 HSD17B1 HTR2C IGF2BP3 IGFBP3 IL18 ITSN1 KCTD12 KRT14 KRT5 KRT71 LAMB1 LAMC1 LIMCH1 LINC01300 LOC389831 ME2 MEGF6 MICAL2 MMRN2 MTARC1 NAGA NASP NMRK1 NPTX1 NR1H3 NT5E OBSL1 ORC1 OSBPL1A PALM PARVA PC PECAM1 PEG10 PIGY PIM1 PKDCC PLCL2 PLD1 PMEL POU5F1 PPARG PRKAG2 PRKAR2B PROM2 PTGER4 PTPN2 PTPN21 REEP6 RNF144A S100A12 SEMA5A SEPTIN6 SERPINE1 SGCE SKP2 SLC16A5 SLC18B1 SLC25A37 SLC39A10 SMIM2-AS1 SMPDL3A SNORD123 SORCS2 SPRR3 SRI SRSF11 STS SUB1 TCF19 TCF7L2 TCIRG1 TFAP2A TH THSD7A TMEM139 TNFAIP8 UCA1 UGT8 VGLL1 VSIR VTN VWDE WNT4 WWC1 XDH ZNF831 GRABARCZYK_BCL11B_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRABARCZYK_BCL11B_TARGETS_DN ABCG1 ACYP2 ALDH1A2 ARHGAP19 ARPP21 ASF1B BCL2L1 BICD1 C4orf3 C9 CDH4 CHRNA3 CNOT6L CTSG DNTT DUSP7 ENSG00000280119 ETV5 FA2H FAM98A FBXW2 FLI1 GALNT6 GM2A GOLGA7 GSTCD GTDC1 LAMP3 MACROD1 MPPED2 MRPL46 MZB1 NAA50 NINJ2 OPN3 PAG1 PDF PIGN PPP3CB PRSS2 PSMD9 RCSD1 SCFD2 SFR1 SGPP1 SHTN1 SLC40A1 SLIT1 SPINK2 STAU2 SYK TFDP2 TICAM2 TIMP2 TMED5 TMEM225B TSHR TTYH2 UBE2V2 UQCRC2 USP7-AS1 GRABARCZYK_BCL11B_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRABARCZYK_BCL11B_TARGETS_UP AASDHPPT ACACA ADCYAP1 AGPS AHNAK AK4 ANKRD46 ANXA2 APOBEC3G ATP5F1E ATP6V0E2 BICD2 BNIP3 CAMSAP2 CCR7 CCSER2 CRYBG1 CTSW DENND1B GMFB GSAP HSH2D ID1 ID2 IGLC2 IGLL3P IKZF2 IL2RB IRF1-AS1 ITGB7 JAK1 LGALS1 LINC00888 MAPK6 MREG MSI2 MYCN NEK7 NKG7 NQO1 NUS1 PAFAH1B2 PDCD6IP PEX26 PIK3R1 PIK3R3 PLEKHA8 PMP22 PPIP5K2 PRF1 PRKAR2B PRKCQ-AS1 RAB27A RDX RECQL RPS6KA3 S100A4 SCARB2 SH3BP5 SLC30A9 SLC35A1 SLC35F5 SPOPL STING1 STK26 TIMP1 TMEM167A TNFSF10 TOR1AIP2 TPRG1L TRAM2 TRGC1 TRUB1 U2AF1 UMAD1 USO1 USP44 ZBTB16 ZDHHC21 ZNF678 ZNF814 GRADE_COLON_AND_RECTAL_CANCER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRADE_COLON_AND_RECTAL_CANCER_DN ACTL8 ADAMTSL4 AKR7A2 AOC2 B3GALNT1 C14orf132 C2orf88 CA5A CACNA2D2 CBS CCDC71 CCR9 CD28 CDK12 CFD CHST15 CHST8 COL4A5 CPN2 CX3CR1 CYB5D1 DAP DHPS FABP7 FAN1 FHL1 FKRP GFI1 GGA1 GNA11 GNPDA1 GPC1 GPR87 GREB1 GTF3C4 HAUS5 HIC2 HMGXB4 ITPKB JAM3 KRT84 LDB2 LGALS2 LRFN1 LRTOMT LYPD3 MEF2D MITF MSRA MYCN NAT8L NAV1 NR1H4 NR3C1 NUDT11 OSGIN2 PARM1 PARVB PCDHB5 PDK4 PGC PLAC8 PLD1 PLPP1 PRKACB PRRT2 PTPRZ1 RERE SASH1 SCAMP5 SERTAD4 SESN2 SIRPB1 SIX1 SLC16A9 SLC30A3 SLC30A6 SMIM14 SNCA SOCS2 SPIN4 ST6GALNAC6 STAR STAT5A SYNC TBC1D27P TGFBR3 TIMM22 TLE4 TLN2 TM9SF1 TOX2 TRPS1 TYRP1 UBAP1 UGDH UNC5B XPNPEP3 YY1AP1 ZBTB4 ZNF135 ZNF787 GRADE_COLON_AND_RECTAL_CANCER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRADE_COLON_AND_RECTAL_CANCER_UP AAMP AARS1 ABCB8 ABCF1 ACBD6 ADGRG1 AHCY ALG1 AMPD3 ANXA5 ATIC ATP6AP2 AURKA AZGP1 BACE2 BORA BPHL C4BPB CAMSAP1 CARHSP1 CCDC191 CCDC85B CCDC92 CCNB1 CCT5 CCT7 CCT8 CD44 CD46 CDC25B CDC45 CDC6 CDCA7 CDK1 CDK7 CEP57L1 CFB CHCHD2 CKS2 CNBP COL4A1 COPS8 CSNK1E CSTF1 CTSB DAP3 DCAF7 DDIT4 DDX1 DDX27 DDX39A DDX39B DEF8 DGAT2 DHX8 DHX9 DNAJA3 DNAJC2 DNTTIP1 DOLK DPM1 DPY19L1 DRG1 DUSP18 EEF1E1 EFTUD2 EIF2S2 EIF3B EIF3E EIF4A1 EIF4B EIF6 EMC8 ENG EPHB2 EPRS1 ERI1 ETS2 ETV4 EXOC2 FAM210B FBL FBXO11 FDFT1 FERMT1 FXYD5 GARS1 GCLC GCSH GDF15 GEMIN6 GLO1 GPSM2 GSK3B GTF2F2 GTF3A GTPBP10 GYG2 H2AZ1 HELLS HILPDA HJURP HM13 HMGB1 HMGB2 HNRNPA1 HNRNPA2B1 HNRNPD HNRNPK HOXB5 HSPA4 HSPA9 HSPE1 ICA1 IFITM1 IFRD1 INTS7 IRAK1 ITGB5 KARS1 KBTBD2 KIF23 KNTC1 KPNA3 L1CAM LAMP1 LAPTM4B LDHA LDHB LRP8 LST1 LY6E LYAR MACROH2A1 MAGED2 MARS1 MBTPS2 MCM2 MCM3 MCM4 MCM5 MCM7 MDC1 MELK METTL2B METTL3 METTL5 MKLN1 MLST8 MRGBP MRPL17 MRPL3 MRPL9 MTHFD1 MTHFD2 MYC NAA10 NDUFAF7 NEBL NIP7 NIT2 NMI NOB1 NOL8 NONO NOP56 NPM1 NQO2 NSMCE2 NUSAP1 OLA1 OSER1 PA2G4 PABPC3 PAFAH1B3 PCNA PDCD2L PDCD6 PDK3 PDXK PERP PFDN2 PKM PLAAT3 PLAU PLCB4 PLK1 PMPCB PNPO PNPT1 POFUT1 POLD2 POLQ POLR1D POLR2D POMP PPA1 PPIA PRDX1 PRDX4 PRKDC PSMA1 PSMA2 PSMA3 PSMB1 PSMB3 PSMB7 PSMD14 PSMD4 PSMG1 PTCD3 PTDSS1 PTPN12 PXDN RAB4B RAN RBM26 RCC1 RCN1 RFC2 RFC5 RHEB RLIM RMI2 RRM1 RRM2 RTF2 RTKN S100A14 SAP18 SEPHS1 SERPINB5 SET SFT2D3 SH3GL1 SHISA5 SKA3 SLC12A2 SMPD4 SNRPB SOD2 SOX9 SPARC SPATA13 SPP1 SRP72 SRSF1 SRSF2 SSB SSRP1 SYAP1 SYNCRIP TALDO1 TARS1 TBCE TCF7 TFB1M TGDS TGFBI THEM6 THOC3 THY1 TIMELESS TIMP1 TKT TMEM97 TMSB4Y TPI1 TRAF5 TRAP1 TRUB2 TTPAL UBD UBE2N UBR4 URI1 USP7 USP9X UTP11 VBP1 VEGFA VKORC1L1 WDR74 WDR75 XRN2 ZDHHC9 ZFAND1 ZMYND8 ZNF84 ZNG1B GRADE_COLON_VS_RECTAL_CANCER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRADE_COLON_VS_RECTAL_CANCER_DN ADSS1 ALDH1L1 ANAPC5 ANGEL1 ANKRD40 ANP32A AP5Z1 BICD1 BLOC1S6 C15orf39 CDIN1 CPSF7 CRYZL1 DCLK1 DUSP7 EPB41L3 ESPL1 FCF1 FGF12 FLYWCH1 FRAS1 FZD9 GRAMD1B H2AC18 ID3 KLK15 KLRK1 KMT2E LMNB2 MAGEA5P MNT MPI PCSK1N PHLDA1 PHLDB1 PIAS3 PIP4P1 POLL PRICKLE4 PTHLH PYY2 QTRT1 RAD23A RETREG3 RNASE4 RPL17 SLC30A1 SLC31A1 TAGLN2 TCF3 THBS3 TNFRSF13B TRPM1 ULK1 VPS26B WFDC2 GRADE_COLON_VS_RECTAL_CANCER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRADE_COLON_VS_RECTAL_CANCER_UP ADGRF5 ALG5 ASF1B BCL11B CANX CD34 CEMIP CTPS1 DDX50 DESI2 EMCN ENGASE ENOX2 ERO1A FAM217B FOCAD FSTL1 GADD45B HABP4 HNRNPC HTRA3 IL1A INSIG2 JUNB LAGE3 MAP3K20 PALMD PCDH20 PMP2 RAD18 RHOQ RNASEH2B RPRD1A RYK STX2 TEX10 UMPS ZWILCH GRAESSMANN_APOPTOSIS_BY_DOXORUBICIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRAESSMANN_APOPTOSIS_BY_DOXORUBICIN_DN AAK1 AARSD1 AATF ABCB7 ABCC1 ABCD3 ABCE1 ABHD17C ACAA2 ACACB ACBD6 ACHE ACIN1 ACOT9 ACSL4 ACTB ACTR8 ACVR1 ACVR1B ADAM10 ADAM17 ADAMTS5 ADAMTSL5 ADAT1 ADAT2 ADCK1 ADD3 ADISSP ADK ADNP AFG3L1P AGAP1 AGFG2 AHCTF1 AHDC1 AK3 AKAP12 AKAP8 AKR1E2 ALDH18A1 ALDH1B1 ALDOA ALG12 ALG14 ALG3 ALKBH4 AMBRA1 AMZ1 ANAPC1 ANAPC11 ANAPC4 ANGPT1 ANGPTL6 ANKH ANKRD13B ANKRD17 ANLN ANP32B ANXA6 AOC3 AP1G1 AP2B1 AP3D1 AP3M2 AP5M1 APBB1 APBB2 APEX1 APOOL AQP5 ARF6 ARFGEF1 ARGLU1 ARHGAP21 ARHGAP5 ARHGAP6 ARHGEF10 ARHGEF10L ARHGEF12 ARID4B ARIH1 ARL6IP5 ARMCX1 ARMT1 ARPC1B ARRB2 ASAP1 ASB7 ASH1L ASNSD1 ASPH ATAD1 ATE1 ATF2 ATF4 ATF6 ATG10 ATG5 ATL3 ATM ATP10A ATP11A ATP1A2 ATP2A2 ATP5F1C ATP5MC1 ATP5MC2 ATP6V0A1 ATP6V0A2 ATP9A ATRX ATXN2 ATXN7 ATXN7L3 B9D2 BABAM2 BACE1 BAG5 BAZ2B BBS2 BBS9 BBX BCCIP BCDIN3D BCKDHB BCKDK BCL2 BCL2L2 BCL3 BCL7B BCL9 BCLAF1 BCR BCS1L BEAN1 BET1 BEX3 BGN BICC1 BICD1 BIN1 BIRC6 BLOC1S5 BMPR1A BNIP1 BNIP3 BNIP3L BOC BOLA1 BORCS5 BORCS7 BPNT1 BRAF BRAT1 BRCA2 BRCC3 BRD4 BRD8 BRI3 BRWD1 BTBD3 BTC BYSL C11orf52 C11orf58 C11orf98 C15orf40 C16orf74 C17orf49 C19orf53 C1D C1QBP C1QTNF12 C1orf159 C2orf76 C3orf14 C5orf34 C6orf136 CA9 CAB39L CACHD1 CACNA1A CADM1 CALM3 CAMK2D CAMK2G CAP1 CAPN6 CAPRIN1 CAPZA1 CARD19 CARM1 CARMIL1 CASC3 CASD1 CASK CASP2 CAT CAV1 CAV2 CAVIN3 CBL CBX1 CBX3 CBX5 CBX6 CBX8 CCDC102A CCDC127 CCDC43 CCDC50 CCDC88A CCDC9 CCDC91 CCL5 CCN5 CCNH CCNI CCNQ CCNT2 CCSAP CD200 CD276 CD2AP CD44 CDC27 CDC42BPA CDC6 CDC7 CDC73 CDCA7 CDCA7L CDK16 CDK2 CDK4 CDK5RAP1 CDK5RAP2 CDKAL1 CDKN1B CEBPB CEBPG CEBPZOS CELA1 CEMIP2 CENATAC CEP131 CEP152 CEP20 CEP41 CEP57L1 CERT1 CETN3 CFAP141 CFAP97 CGNL1 CHAC2 CHCHD3 CHD1 CHD1L CHD4 CHD7 CHEK1 CHEK2 CHM CHML CHMP1B2P CHST10 CILK1 CIP2A CKAP5 CLASP2 CLCF1 CLIP1 CLIP2 CLK4 CLOCK CLPP CLSTN1 CLYBL CMBL CNEP1R1 CNN3 CNOT1 CNOT2 CNOT4 CNOT6 CNOT6L CNOT7 CNTF CNTLN CNTN1 CNTROB COA5 COA7 COASY COG1 COIL COL12A1 COL1A2 COL3A1 COL4A6 COL5A2 COMMD1 COMMD2 COP1 COPG2 COPS7A COQ3 COQ5 COQ8A COX16 COX17 COX20 CPNE1 CPT1B CPTP CRADD CREB1 CRELD1 CRK CRLF2 CRYBG3 CRYZL1 CSDE1 CSNK1D CSNK2A1 CSTF2 CSTF3 CTBS CTCF CTDSP1 CTDSP2 CTDSPL CTNNB1 CTNNBIP1 CTTN CUL2 CUL3 CUL4B CUTA CXADR CXCL6 CXXC1 CXorf38 CYB5B CYB5R1 CYP1B1 CYP24A1 CYP2C18 CYP4F3 CYP51A1 CZIB D2HGDH DAGLB DAP DARS1 DAZAP1 DBF4 DBN1 DCAF1 DCAF5 DCAF8 DCLK1 DCP1A DCPS DCTN4 DCTPP1 DCUN1D1 DDI2 DDR2 DDX10 DDX17 DDX19B DDX39B DDX3X DDX6 DEK DENND11 DENND1A DEPTOR DGCR2 DGCR8 DHCR24 DHCR7 DHDDS DHODH DHPS DHRS11 DHRS4 DHX36 DHX9 DIABLO DIAPH3 DIMT1 DIP2B DLAT DLG1 DLGAP5 DLK2 DLX5 DMAC1 DMAC2 DMP1 DNA2 DNAJB12 DNAJC13 DNAJC14 DNAJC24 DNM1L DNPH1 DOCK1 DOCK5 DOCK9 DPAGT1 DPH6 DPY30 DRAM2 DRG1 DSG2 DST DTL DTNBP1 DTX3 DTYMK DUSP11 DUSP12 DUSP16 DUSP19 DUSP22 DYM DYNLT1 DYNLT3 DYRK1A DYSF E2F8 EARS2 EBPL ECI1 EDEM3 EEA1 EEF1AKMT1 EEF1E1 EEF2K EFCAB2 EFHD1 EFHD2 EFL1 EFNA4 EFNA5 EFR3A EGLN1 EGLN2 EHD2 EID1 EIF2S2 EIF4A1 EIF4A2 EIF4B EIF4E2 EIF5B ELAC1 ELAC2 ELF5 ELK1 ELK3 ELK4 ELMO1 ELOVL5 ELOVL6 ELP2 ELP3 ELP4 EMG1 EMP1 EMP2 ENC1 ENOX2 ENSA EPB41L2 EPB41L4A EPC1 EPHA4 EPHB4 EPN2 ERBB2 ERBIN ERC1 ERCC4 ERCC6L ERG28 ERGIC1 ERI2 ERI3 ERLIN1 ETAA1 ETF1 ETS1 EVA1A EWSR1 EXOC4 EXOC6 EXOSC1 EXOSC10 EXOSC2 EXOSC5 EXOSC7 EXT1 EZH1 F2RL1 FAAH FADS1 FADS2 FAIM FAM104A FAM118A FAM220A FAM3C FANCA FANCC FANCL FANCM FAR1 FARP1 FARS2 FARSB FASTK FASTKD2 FBF1 FBXL8 FBXO21 FBXO4 FBXO6 FBXW11 FBXW2 FDFT1 FDPS FECH FER FERMT2 FEZ2 FGFR1 FIGNL1 FJX1 FKBP11 FKTN FLOT1 FMO1 FMR1 FNDC4 FOSL2 FOXC1 FOXF1 FOXF2 FOXJ3 FOXK2 FOXM1 FOXN2 FOXP1 FRMD4B FRMD6 FRRS1 FRS3 FRYL FSTL1 FTO FUBP1 FUOM FUT8 FXN FYN FZD2 FZR1 GAB1 GABBR1 GABPA GABRB2 GALK1 GALNT2 GALNT4 GALNT7 GART GAS5 GATAD2B GATB GATD3 GCNT1 GCSH GDI1 GDPD1 GEMIN2 GEMIN6 GHDC GHR GID8 GJC1 GLG1 GLI2 GMFB GMNN GMPR GNA12 GNAO1 GNB1 GNG12 GNG5 GNL1 GNPNAT1 GOLIM4 GOLPH3 GORASP2 GOT1 GPAM GPATCH8 GPHN GPR137B GPT2 GRB14 GRHL2 GRK5 GRTP1 GSDME GSK3B GSR GTF2I GTF2IRD1 GTPBP2 GYS1 H1-0 H1-4 HACE1 HADH HARS2 HAUS1 HBP1 HCFC1 HDAC3 HDAC7 HDHD3 HEATR1 HECTD1 HELLS HERC4 HEXD HIBCH HIF1A HIKESHI HIP1 HIPK2 HIVEP2 HJURP HLA-G HLF HMBOX1 HMBS HMGA2 HMGB1 HMGB2 HMGCS1 HMGXB4 HNF4A HNRNPA1L2 HNRNPD HNRNPDL HNRNPK HNRNPL HNRNPR HNRNPU HOMER2 HP1BP3 HSD11B1 HSD3B7 HSPA4 HSPA8 HSPA9 HSPB8 HSPBP1 HSPE1 HTATSF1 HUWE1 IARS1 IARS2 IBTK ID3 IDE IER3 IFRD2 IFT122 IFT46 IGF1 IGF1R IGF2BP2 IGFBP2 IGFBP5 IKBKB IKBKG IL13RA1 IL15RA IL17RC IL1R1 IL6ST ILF3 ILKAP IMMT INPP5K INSIG2 INTS6 INTS7 INVS IP6K1 IPO11 IPO8 IPP IQCC IRF3 ISOC1 ITCH ITGA5 ITGB3BP ITPR1 ITSN2 IVNS1ABP JARID2 JDP2 JMJD8 JTB KANK2 KANSL1 KANSL2 KAT2A KAT2B KAT7 KCNK1 KCTD1 KDELR1 KDM4B KEAP1 KHDRBS1 KIAA0319L KIAA1217 KICS2 KIF11 KIF1B KIF2A KIF3C KIF4A KIF5B KITLG KLF13 KLF3 KLF6 KLF7 KLHL20 KLHL24 KLHL36 KLHL5 KLHL7 KMT2A KMT2C KMT2E KMT5B KNSTRN KPNA1 KPNA3 KPNB1 KRAS KRBA1 KRCC1 KRI1 KRTCAP2 LACTB2 LAMC1 LAMTOR4 LANCL2 LBR LCLAT1 LDLR LETMD1 LGALS7 LGALSL LIG3 LIMCH1 LIMK1 LIMS1 LMBR1 LMBRD1 LMF1 LMNB1 LMNB2 LOX LOXL4 LPCAT1 LPP LRBA LRCH4 LRP6 LRRC58 LRRC8C LSS LTA4H LTBP1 LUC7L2 LYPLAL1 LYRM2 LYSMD3 LYST LZTS2 MAD2L2 MAGI1 MAGI3 MAGOHB MAN1A2 MAP2 MAP2K7 MAP3K1 MAP3K4 MAP3K5 MAP4K3 MAP4K5 MAP6 MAPK3 MAPK8 MAPKAP1 MAPRE2 MAPT MARCKS MARCKSL1 MBD2 MBD3 MBOAT1 MBTPS1 MCCC2 MCM2 MCMBP MCRS1 MDFI MDFIC MDN1 MDP1 ME2 MECP2 MED12 MED16 MED25 MEF2A MEPCE METRN METTL1 METTL22 METTL27 MFSD4B MGA MGST3 MID1IP1 MINPP1 MIOS MKI67 MKKS MLLT10 MLLT3 MMAB MMACHC MNAT1 MND1 MNT MORF4L1 MORF4L2 MOSPD2 MPC1 MPDZ MPHOSPH10 MRGPRF MRM1 MRPL12 MRPL15 MRPL17 MRPL19 MRPL23 MRPL3 MRPL32 MRPL34 MRPL40 MRPL42 MRPL50 MRPL58 MRPS16 MRPS28 MRPS5 MRRF MRTFA MS4A8 MSH3 MSMO1 MSN MSRA MSRB2 MTAP MTBP MTCH2 MTDH MTF2 MTFMT MTHFD2 MTHFS MTMR2 MTMR3 MTMR4 MTSS1 MUC4 MUTYH MVK MYADM MYB MYBBP1A MYC MYDGF MYG1 MYL6B MYNN MYO10 MYO1B MYO1E MYO9A MYOC MYOD1 MYOF MYORG NAA10 NAA15 NAGA NAGK NAP1L3 NASP NBEA NCAPD2 NCAPG2 NCAPH NCK2 NCOR1 NDFIP1 NDN NDST1 NDUFAF4 NDUFAF7 NDUFB4 NDUFS7 NDUFS8 NEAT1 NECTIN2 NEDD4 NEDD4L NEIL3 NEK3 NEK7 NELFA NET1 NEURL4 NF1 NF2 NFATC1 NFATC3 NFIB NFIC NFIX NFKB1 NFYA NFYC NICN1 NIPBL NIPSNAP3A NISCH NKD2 NMT1 NOLC1 NONO NOP10 NOP56 NOP58 NORAD NOTCH2 NOTCH4 NPM1 NR1D2 NR1I3 NR2C2 NR2C2AP NR3C1 NRAS NREP NRF1 NRIP1 NRM NRP2 NSFL1C NSMCE1 NSMCE2 NSMCE4A NSUN4 NT5C NT5C3B NT5E NTNG1 NUBP1 NUDCD1 NUDCD3 NUDT16L1 NUDT2 NUDT21 NUDT4 NUF2 NUMB NUP107 NUP133 NUP160 NUP58 NUSAP1 NUTF2 NXT1 OCEL1 ODR4 OGG1 OGT OLA1 OLFML2B OPA3 OPHN1 ORC3 ORMDL1 OSBPL6 OSBPL9 OSGEP OSMR OSR1 OXA1L OXNAD1 OXSM P2RX4 P2RY2 PABIR1 PABPN1 PAFAH1B1 PAFAH1B2 PAFAH1B3 PAGR1 PAICS PAK1 PAK3 PALM2AKAP2 PALS2 PANK1 PANK3 PAPOLA PAPSS1 PARD3 PARD6A PARD6B PARN PARP16 PARP2 PASK PAXIP1 PBK PBRM1 PBX1 PBX2 PCBD2 PCBP4 PCCA PCDHB18P PCF11 PCGF2 PCID2 PCK2 PCM1 PCMTD1 PCMTD2 PCNX3 PDAP1 PDE6D PDE7A PDE8A PDGFRA PDGFRB PDHA1 PDK1 PDK2 PDS5A PDSS1 PDZRN3 PEAK1 PER2 PER3 PEX11A PEX14 PEX7 PFKL PFKM PFKP PGLS PHB1 PHF12 PHF13 PHF20 PHF21A PHF3 PHIP PHKA1 PHKA2 PHLDB2 PHYKPL PIGC PIGO PIGP PIGU PIK3C2A PIK3C3 PIK3R1 PIMREG PIPOX PITPNB PKP4 PLA2G15 PLA2R1 PLCE1 PLD1 PLD2 PLEKHA5 PLEKHF1 PLEKHG5 PLIN3 PLK4 PLP2 PLPP2 PLPP3 PLSCR1 PMF1 PMPCB PNN POFUT1 POLA1 POLB POLD1 POLD2 POLD3 POLE POLE2 POLI POLM POLR1A POLR1B POLR1D POLR1H POLR1HASP POLR2I POLR3A POLR3F POLR3G POMK PORCN POT1 POU2F1 PPARGC1B PPAT PPDPF PPIH PPIL4 PPP1CC PPP1R3C PPP2R1B PPP2R3A PPP2R3C PPP3CA PPP3CC PPP4R3A PPP4R3B PQBP1 PRELID1 PRELP PRIM2 PRKACB PRKCZ PRKD3 PRKDC PRMT2 PRMT7 PRNP PRPF31 PRPF38B PRPF39 PRPSAP1 PRUNE1 PRXL2C PSENEN PSIP1 PSMG1 PSMG4 PSTK PTBP2 PTBP3 PTCD2 PTCH1 PTDSS2 PTMS PTOV1 PTPN11 PTPN12 PTPN21 PTPRA PTPRF PTPRK PTPRS PTRH2 PTRHD1 PTS PUM1 PUM2 PUM3 PURA PUS3 PYGB QKI QRICH1 RAB14 RAB18 RAB27B RAB28 RAB2A RAB3D RAB4A RAB4B RAB9A RABGAP1L RABGGTA RABGGTB RABIF RACGAP1 RAD18 RAD21 RAD23A RAD23B RAD51B RAD51C RAD54L RAF1 RAI14 RALGAPA1 RANBP1 RAP1GDS1 RASL12 RASSF1 RASSF8 RAVER1 RBBP9 RBFOX2 RBL1 RBM10 RBM14 RBM18 RBM25 RBM26 RBM39 RBM5 RBMS1 RCAN3 RCC1L RCCD1 RCE1 RCL1 RDH14 RDX RECK REEP6 REPS1 RETREG1 REV3L RFC1 RFK RGS11 RGS19 RHBDD1 RHOBTB2 RHOT2 RHOU RIF1 RILPL1 RILPL2 RIMOC1 RIPK1 RITA1 RLIM RMND1 RNASEH1 RNF111 RNF13 RNF130 RNF138 RNF141 RNF145 RNF214 RNGTT ROCK1 ROCK2 ROR1 RP2 RPA3 RPAP2 RPL22 RPL22L1 RPL3 RPL30 RPP14 RPP21 RPP40 RPS19 RRBP1 RREB1 RRM1 RRP15 RRP1B RRP8 RSRC1 RSRC2 RTTN RUFY3 RUNX1 RUNX2 RUSC2 RUSF1 RYK S100B SAAL1 SAE1 SARNP SASH1 SBF2 SC5D SCAF11 SCAF8 SCAMP4 SCARA5 SCD SDC3 SEC14L1 SEC16B SEC24D SEH1L SEMA6D SENP1 SENP6 SEPSECS SEPTIN10 SERGEF SERPINB1 SERTAD3 SESN1 SESN3 SF3B3 SFR1 SFXN1 SFXN4 SGTB SH3BGRL SH3BP5 SH3KBP1 SH3RF1 SHKBP1 SIL1 SIN3A SINHCAF SIRT4 SKA1 SKI SKP2 SLAIN2 SLC12A6 SLC19A1 SLC20A2 SLC23A2 SLC25A10 SLC25A13 SLC25A24 SLC29A2 SLC30A6 SLC35A3 SLC39A11 SLC39A3 SLC44A1 SLC44A2 SLC44A3 SLC4A3 SLC4A4 SLC6A2 SLC7A2 SLC9A8 SLC9B1 SLF2 SLK SMAD4 SMARCA2 SMARCAD1 SMARCB1 SMARCE1 SMC5 SMC6 SMIM10L1 SMIM11 SMIM30 SMR3B SMYD2 SMYD5 SNAI2 SNAPIN SND1 SNHG16 SNHG5 SNHG6 SNHG8 SNORD22 SNRNP40 SNRNP48 SNRPA SNX14 SNX15 SNX18 SNX5 SNX9 SOCS2 SOCS6 SOD2 SON SOX12 SOX6 SP3 SPAG7 SPART SPATS2 SPCS3 SPDEF SPEG SPEN SPHK1 SPIN1 SPOP SPPL3 SPRED1 SPRED2 SPRY1 SPTAN1 SPTBN1 SQLE SREBF2 SREK1 SRGAP1 SRGAP2 SRGAP3 SRPK2 SRPRB SRSF1 SRSF10 SRSF2 SRSF3 SRSF6 SRSF7 SSBP1 SSPN SSR1 ST13 ST3GAL1 ST3GAL5 ST7L STAG1 STAG2 STAM2 STAMBPL1 STARD4 STAT5A STAT5B STAT6 STC1 STEAP3 STEAP4 STK3 STOML2 STRADA STX12 STX17 STX4 STX8 SUCLG2 SULT2B1 SUOX SUPT20H SUV39H1 SUZ12 SVIL SWAP70 SYNCRIP TACC2 TADA3 TAF1D TAF8 TAFA5 TANC1 TAOK1 TARS1 TARS2 TBC1D17 TBC1D19 TBCE TBL1X TBL1XR1 TBL2 TBRG4 TCERG1 TCF12 TCF19 TCF25 TCF3 TCF4 TCF7L2 TCOF1 TCP1 TCP11 TCTN3 TDP1 TEFM TEN1 TENM4 TENT2 TF TFAP4 TFB1M TFRC TGFB2 TGFBR3 THA1P THAP12 THOC2 THOP1 THRA THRAP3 THRSP THSD1 TIA1 TIFA TIMELESS TIMM10 TIMM44 TIMM9 TIMP3 TK1 TLCD1 TLE2 TLE6 TLR6 TM9SF3 TMEM106B TMEM109 TMEM121 TMEM126A TMEM135 TMEM144 TMEM161A TMEM167A TMEM168 TMEM175 TMEM176A TMEM176B TMEM179B TMEM186 TMEM209 TMEM216 TMEM268 TMEM39A TMEM60 TMEM79 TMEM80 TMLHE TMPO TNFSF13 TNNC2 TNPO3 TNRC6A TNRC6B TNS2 TOE1 TOM1 TOM1L1 TOMM40 TOMM5 TOP2A TP53I13 TPBG TPD52L2 TPK1 TPM3 TPR TRAF2 TRAF6 TRAK1 TRDMT1 TRIB1 TRIB2 TRIB3 TRIL TRIM16 TRIM2 TRIM44 TRIO TRIP11 TRIP13 TRIP4 TRMT112 TRMT1L TRPC2 TRPM7 TRPS1 TRUB2 TSC22D4 TSEN15 TSPAN15 TSPAN2 TSPAN5 TTC14 TTC28 TTC3 TTC5 TTC8 TTI2 TTYH2 TUBA1A TUBB TUBB2B TUBGCP4 TWF1 TXNIP TXNRD3 TYMS U2AF1L4 UBA2 UBA3 UBAP2L UBE2C UBE2D3 UBE2E2 UBE2E3 UBE2G1 UBE2J1 UBE2K UBE2S UBE2W UBE3A UBE4B UBL4A UBR1 UBR2 UBR5 UBXN6 UCK2 UFC1 UQCC2 UQCC4 URI1 USE1 USP1 USP21 USP22 USP34 USP36 USP4 USP47 USP9X UTP25 UTRN VAMP3 VANGL1 VANGL2 VASP VAV3 VCAM1 VPS35L VPS54 VPS72 VRK3 VSX2 VTI1A VTI1B VWA1 WAC WASHC4 WASL WDFY3 WDR33 WDR4 WDR75 WDR77 WDR82 WDR87 WDSUB1 WEE1 WNT5A WWOX XBP1 XIAP XPA XPO1 XPO4 XPO7 XPR1 XRCC4 XRCC5 YAE1 YBX3 YEATS4 YES1 YTHDF3 YWHAH YWHAZ ZBED3 ZBTB12 ZBTB14 ZBTB17 ZBTB20 ZBTB22 ZBTB46 ZBTB7B ZCCHC14 ZCCHC7 ZCCHC8 ZDHHC3 ZDHHC5 ZDHHC6 ZEB2 ZFAND3 ZFHX3 ZFP82 ZFP90 ZFP91 ZFPM1 ZKSCAN4 ZMYM3 ZMYM6 ZNF124 ZNF142 ZNF148 ZNF18 ZNF207 ZNF212 ZNF22 ZNF235 ZNF277 ZNF28 ZNF280C ZNF280D ZNF282 ZNF292 ZNF318 ZNF322 ZNF329 ZNF395 ZNF398 ZNF445 ZNF467 ZNF519 ZNF521 ZNF565 ZNF638 ZNF644 ZNF704 ZNF706 ZNF768 ZNF771 ZNF790 ZSCAN12 ZSCAN21 ZSCAN22 ZSCAN26 GRAESSMANN_APOPTOSIS_BY_DOXORUBICIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRAESSMANN_APOPTOSIS_BY_DOXORUBICIN_UP AAMDC AAR2 ABCB10 ABHD4 ABHD5 ABTB1 ACAA1 ACAD11 ACAD8 ACAD9 ACADSB ACADVL ACOT6 ACOX2 ACOX3 ACSL1 ACTR1B ADA ADAM15 ADAM1A ADAM8 ADAMTS15 ADAMTS4 ADAMTS7 ADGRL1 ADRB2 AEN AGPAT5 AGTPBP1 AHCYL2 AHNAK AHR AK1 AK4 AKR1B1 ALAD ALAS1 ALDH1A1 ALDH1L1 ALDH2 ALDH4A1 ALKBH4 ALOX12 ALOXE3 AMPD2 ANGEL1 ANGPT4 ANGPTL2 ANKRD10 ANKRD17 AOX1 AP4S1 APAF1 APOBEC1 APOF APOH AQP1 ARAP1 ARAP2 AREG ARHGAP27 ARHGAP39 ARL16 ARMC7 ARPP21 ARRDC1 ARVCF ASAH2 ASS1 ATF3 ATG101 ATG3 ATG9B ATOSB ATOX1 ATP13A2 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0E2 ATP6V1B2 ATP6V1C1 ATP6V1D ATP6V1E1 BAG1 BAIAP2 BCAP31 BCAR1 BCL2L11 BCL2L2 BECN1 BET1L BLCAP BMAL1 BMP1 BRIX1 BST2 BTG1 BTG2 BTG3 C11orf68 C12orf4 C19orf12 C19orf47 C1QTNF1 C1QTNF5 C1S C21orf91 C22orf23 C4B C6orf132 C8orf76 C9orf78 CABYR CALHM2 CAMK2B CAMP CAPG CAPN1 CAPN10 CAPRIN2 CARHSP1 CASQ2 CAVIN1 CBARP CBX1 CBY1 CCDC117 CCDC137 CCDC166 CCDC86 CCDC96 CCN4 CCNG1 CCNL2 CCPG1 CCS CD14 CD207 CD24 CD274 CD68 CDC25A CDC42EP3 CDHR4 CDIPT CDK18 CDK5R1 CDKN1A CDR2 CDR2L CELF4 CELSR2 CENPE CENPT CEP104 CEP112 CEP295NL CES2 CETN2 CHAC1 CHCHD10 CHMP1B CHP1 CIRBP CITED2 CITED4 CKAP2 CLASRP CLBA1 CLCC1 CLDN23 CLDN9 CLDND1 CLEC4G CLP1 CLSTN3 CLTB CMPK2 CNBD2 CNTRL COL11A2 COL17A1 COL18A1 COL4A4 COMP COPS9 CORO1A CORO2A COTL1 CPEB4 CPOX CPT2 CRABP2 CRACR2B CRAT CRB3 CRELD2 CREM CRIP2 CRKL CRLF1 CROT CSF1 CSF3 CSTB CTR9 CTSB CTSE CTSV CUL4A CX3CL1 CXCL10 CXCL3 CXCR4 CXXC5 CYCS CYP2F1 CYSRT1 DAB2 DAPK1 DAXX DBR1 DBT DCAF1 DCAF4 DCBLD1 DCTN3 DCXR DDIT3 DDIT4L DDR1 DDX39A DDX60 DEGS1 DENR DEPDC7 DESI1 DEXI DFFB DGAT1 DGAT2 DGKA DGKQ DHX58 DMPK DNAJA1 DNAJB1 DNAJB2 DNAJB9 DNAJC18 DNAJC9 DNM2 DOK4 DOLK DOP1B DPCD DPH7 DPP7 DRAM1 DRAP1 DRC3 DRG2 DSTN DUSP6 DUSP9 E2F1 EAF2 ECE1 ECM1 EDEM1 EED EEIG1 EFNA1 EFNB1 EFNB2 EFNB3 EGR1 EGR2 EHD1 EHD4 EI24 EIF1AX EIF2B2 EIF3B EIF4E3 EIF4EBP1 ELAPOR1 ELF3 ELOVL7 EMC4 EMP3 ENDOD1 ENDOG ENO2 ENTPD7 ENTR1 ENTREP3 EOGT EOLA1 EPHA2 EPHX1 EPM2AIP1 ERBB3 ERCC5 ERGIC3 ERO1B ESRP2 ESRRA ETFDH EVI2A EXOC4 EXOC8 EXOSC9 EXTL1 F11R FA2H FAH FAM110A FAM117B FAM216A FAM32A FAM43A FAM50A FAM83H FAM8A1 FAS FBXL20 FBXO2 FBXO33 FBXW4 FBXW9 FCGR3A FDXR FETUB FEZ1 FGF18 FGFR4 FHL2 FICD FKBP9 FLCN FLVCR1 FOLR1 FOS FOSB FOSL1 FOXJ1 FOXQ1 FRMD8 FTSJ3 FUCA1 FYTTD1 FZD5 FZD7 G3BP1 GADD45A GAL3ST1 GALM GALNT3 GATA3 GBP2 GBP6 GBP7 GCC1 GCDH GCH1 GCNT2 GDE1 GDF15 GEM GFER GFOD2 GGA2 GGCT GGNBP2 GGTA1 GIPC2 GKAP1 GLCCI1 GLRX3 GLUD1 GLUL GNA13 GNA15 GNL2 GNS GORASP1 GPAA1 GPANK1 GPAT4 GPD1 GPHA2 GPLD1 GPN3 GPR146 GPSM1 GRINA GSN GSS GSTA2 GSTO1 GSTZ1 GTF2A1 GTF2B GTF2F2 GTF2IRD2B GTPBP1 GTSE1 GUSB H1-2 H2AC25 H2BC10 H3C14 HACD2 HAGH HAP1 HAS2 HAUS2 HBA2 HBEGF HELZ2 HERC1 HERPUD2 HES6 HEXB HEXIM1 HGSNAT HHATL HIGD1A HLA-DRB5 HMG20B HMGA1 HMOX1 HOXA5 HPN HR HRAS HS6ST1 HSBP1 HSD11B2 HSD17B4 HSPA1B HYAL1 HYAL2 ICAM5 ICMT IDH1 IDNK IDUA IER5 IFI16 IFI30 IFI35 IFI44 IFIH1 IFIT1B IFIT3 IFITM10 IFNGR2 IFT27 IGFBP4 IGSF8 IK IKBIP IKBKE IL15 IL17D IL18 IL24 IL4R IL6R IMPA1 IMPACT INAVA INCA1 INCENP INHBB INO80B INO80E INPP5B INPP5D IPPK IRAK1BP1 IRF6 IRF7 IRGM ISG15 ISG20 ISLR ISYNA1 ITGA2B ITGA6 ITGB4 ITM2C ITPA ITPKA IVD JADE1 JAK3 JOSD2 JPT1 JUNB JUP KCNK2 KCTD10 KCTD11 KCTD12 KDM5B KIAA2013 KIF17 KIF22 KIFC3 KLC2 KLF17 KLF5 KLHL10 KLHL22 KLHL25 KLHL42 KRT14 KRT5 LACTB LANCL1 LARP1B LASP1 LBX2 LCMT1 LDB3 LDLRAP1 LENG1 LGALS3BP LGALS9 LHX2 LIF LIG3 LITAF LMAN2 LMBR1L LMO4 LPGAT1 LPIN1 LRFN1 LRR1 LRRC14 LRRC51 LRRC56 LRRC57 LRRC8A LRWD1 LTBP2 LY6D LYNX1 LZTR1 MACROD2 MAFB MAFG MAFK MAK16 MAL2 MAN2B1 MAP1LC3A MAP2K3 MAP7D1 MAPK9 MAPKAPK2 MAPKBP1 MAPRE1 MAPRE3 MARCKSL1 MARK4 MARVELD1 MASP1 MAVS MCEE MCFD2 MCL1 MDH1 MDM2 MED28 METTL6 MFGE8 MFRP MGAT2 MID2 MIDN MITF MLF2 MLH3 MMD MMP15 MOAP1 MOB2 MORC4 MPHOSPH8 MPP4 MR1 MRPL28 MRPS25 MSANTD5 MSH6 MSRB1 MTARC2 MTFR1L MTFR2 MTHFR MUSTN1 MX1 MXD3 MXD4 MYCBP MYD88 MYO1H MYO5A N4BP2L1 NAA35 NAA80 NABP1 NACC1 NANOS1 NAPA NAT8B NAT9 NATD1 NBEAL2 NCOA1 NCOA4 NDRG4 NDUFA11 NFATC2 NFKBIE NFYB NHERF2 NID2 NINJ1 NINJ2 NIP7 NLRX1 NMI NMNAT1 NMRK1 NOCT NOP16 NOP9 NOPCHAP1 NPC2 NPTX1 NR4A1 NT5DC2 NT5DC3 NUB1 NUDCD2 NUDT22 NXN OAS1 OAS2 OAS3 OASL OASL2P OGFOD2 OGFRL1 OLA1 OMP OPLAH OPN1SW OSER1 OSGIN1 OTUB2 OTUD5 OVOL1 P2RY6 PA2G4 PADI1 PADI2 PADI3 PAK1IP1 PAQR4 PARG PARP12 PATZ1 PCTP PCYOX1 PDCD10 PDCD6IP PDE12 PDE1B PDE4DIP PDGFA PDGFB PDK4 PDLIM1 PDLIM5 PDLIM7 PDPK1 PDRG1 PDXP PERP PEX26 PEX6 PFKFB2 PFN2 PGF PGRMC1 PHGDH PHLDA2 PHLDA3 PHYKPL PIAS3 PIGF PITPNC1 PITPNM1 PITPNM2 PIWIL2 PKDCC PKP1 PKP3 PLA2G12A PLA2G6 PLA2R1 PLAAT3 PLAT PLCB3 PLEC PLEK2 PLEKHA3 PLEKHA4 PLEKHG6 PLIN2 PLK2 PLK3 PLPBP PLS3 PLXNB2 PM20D1 PML PMM1 PMPCA PNP PNPLA2 PNPT1 POLE3 POLK POLR2A POLR3D POLRMT POM121 PPA1 PPCS PPIF PPM1A PPM1B PPM1M PPP1R15A PPP1R37 PPP2R5D PPP5C PPP6R3 PRCP PRKCD PRKD2 PRKRA PRKRIP1 PROCR PRSS8 PSAPL1 PSMB4 PSMB9 PSMC3IP PSME3IP1 PSMF1 PSRC1 PSTPIP1 PSTPIP2 PTGER1 PTGER4 PTGR1 PTHLH PTP4A1 PTPN1 PTPN11 PTPRM PTPRVP PTRH1 PURG PVALB PYGO2 QSOX1 RAB11FIP5 RAB40C RAB43 RABEPK RABGAP1 RABGEF1 RAD9A RALGPS1 RAP1GAP RAP2A RAP2B RASA4 RASSF5 RB1 RBL2 RBM15 RBM38 RBM4 RBM43 RCAN1 RCN2 RDH10 RDH5 RDM1 RECQL4 REN RETSAT RFLNB RFNG RGCC RGL1 RGN RGS16 RHBDD3 RHBG RHOD RHPN2 RIC8A RIDA RIN2 RIPK4 RIPOR1 RNASEH2C RNF103 RNF128 RNF135 RNF14 RNF181 RNF19B RNF225 RNF4 RNPC3 RNPEP ROGDI ROM1 RPE RPS27 RPUSD1 RRAGC RRP9 RSAD2 RTP4 RTRAF RUSC1 RXRB RXRG S100A1 S100A13 S100A3 SAC3D1 SAP18 SAP30 SAP30BP SBK1 SCARB1 SCIN SCMH1 SCN1B SCNN1A SDC1 SDHAF1 SEC61A1 SELENOS SEPHS2 SEPTIN3 SERINC3 SERPINB5 SERPINE2 SESN2 SF3A1 SF3B5 SFI1 SGCA SGF29 SGK2 SGPL1 SGPP1 SH2D3C SH3BGRL2 SH3BGRL3 SH3GLB2 SH3YL1 SHISA2 SHISA5 SHMT2 SIAH1 SIDT2 SIMC1 SIRT1 SIRT7 SIVA1 SKIC8 SKP1 SLAIN1 SLC10A6 SLC12A2 SLC12A4 SLC12A7 SLC12A9 SLC18A1 SLC19A2 SLC20A1 SLC25A22 SLC25A25 SLC25A29 SLC25A33 SLC25A42 SLC25A44 SLC27A1 SLC30A1 SLC31A1 SLC33A1 SLC35A5 SLC35D1 SLC35E4 SLC35F6 SLC37A2 SLC39A4 SLC39A7 SLC45A3 SLC66A2 SLC66A3 SLC6A8 SLC7A7 SLC9A1 SLX9 SMARCAD1 SMIM3 SMIM7 SMOX SMPD4 SNCG SNX16 SNX2 SORD SOX4 SP100 SP110 SP6 SPA17 SPC25 SPEF1 SPHK2 SPINT1 SPNS1 SPON2 SPR SPRYD4 SPSB1 SRC SRF SRMS SRP14 SRR SRXN1 SSX2IP ST14 ST3GAL2 ST6GALNAC4 STAC2 STARD10 STARD5 STAT1 STAT2 STAU1 STIM1 STK17B STRAP STX3 SURF4 SUSD6 SYVN1 TACC3 TAF13 TAMALIN TANGO2 TAP1 TAPBP TBC1D1 TBC1D24 TBC1D8 TBX2 TCF7 TCIM TCIRG1 TEAD3 TECPR1 TEPSIN TESK1 TEX9 TFCP2L1 TGFB3 TGM2 TGOLN2 THBS1 THYN1 TIMM22 TIPARP TK2 TKFC TLR2 TLR3 TM2D1 TM2D2 TMBIM1 TMC6 TMCC2 TMED5 TMEM132A TMEM140 TMEM150A TMEM158 TMEM184B TMEM19 TMEM191B TMEM38A TMEM40 TMEM41A TMEM51 TMOD1 TNFRSF18 TNFRSF21 TNNI1 TNPO2 TOB2 TOP3A TOR2A TOR3A TP53INP1 TP53INP2 TPCN1 TPP1 TPRA1 TRA2A TRABD TRAF4 TRAFD1 TREX1 TRIM11 TRIM17 TRIM21 TRIM32 TRIM34 TRIM41 TRIM5 TRIM7 TRMT5 TRPT1 TSPAN13 TSPAN33 TSPAN7 TTC13 TTC16 TTC27 TTC39B TTLL1 TUBA4A TUBB4B TUFT1 TUT7 TWF2 UBA7 UBALD2 UBE2E1 UBE2F UBE2I UBE2O UBE2T UBE2V2 UBN1 UFD1 UFSP1 UGGT1 UGT1A1 UGT1A3 UGT1A4 UGT1A6 UGT1A8 UHMK1 ULK1 UNC119B UNC5C UPF3B UPP1 URM1 USP17L2 USP18 USP2 USP20 USP27X USP38 UTRN VASN VAX2 VEGFA VPS18 VPS37B VWA7 WDR45 WDR46 WFS1 WIPI1 WIPI2 WNT7B WRAP53 WSB1 WSB2 XAB2 XRCC1 YIPF2 YKT6 YPEL5 ZAP70 ZBP1 ZBTB8A ZBTB8OS ZC3H12C ZFAND2A ZFP36 ZFTRAF1 ZFYVE21 ZMAT3 ZMIZ2 ZNF185 ZNF219 ZNF253 ZNF281 ZNF296 ZNF346 ZNF385A ZNF394 ZNF426 ZNF503 ZNF593 ZNF622 ZNF703 ZNF708 ZNF729 ZNF764 ZNHIT3 ZNRF1 ZNRF2 ZPR1 ZRANB1 GRAESSMANN_APOPTOSIS_BY_SERUM_DEPRIVATION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRAESSMANN_APOPTOSIS_BY_SERUM_DEPRIVATION_DN ABCA2 ABCD4 ABHD18 ABHD6 ABTB1 ADAMTS15 ALX3 ANGPTL2 ANO10 ANP32A APOBR ARMC5 AS3MT ASS1 ATP13A2 ATXN7 BAG2 BAG5 BCL11A BCL2L2 BIN3 BNIP3 BORCS7 C16orf74 CA12 CA9 CACNA1G CAPG CAPN5 CARD19 CASP6 CAV3 CBX8 CDC37 CDH5 CDR2 CEP70 CLDN3 CLDN9 CNDP2 CNN1 COG1 COPB2 CRHR2 CROCC CRY2 CSDC2 CYB561 CYP24A1 CZIB DEPTOR DGAT2 DGCR6 DNAJC18 DNM1 DOC2GP DUSP1 DUSP9 EDN2 EFHD1 EFHD2 EGLN1 EHD1 EIF2AK3 ELAC1 ELF5 ELMO2 EMC4 ENO2 ENO3 EPB41L4B ERAL1 ERO1A F3 FAM118A FAM162A FBXO21 FCRLA FLT3LG FOXH1 GALK1 GATA2 GBE1 GCLC GCNT2 GP1BB GPD1 GPR146 GPR35 GSTA2 GYS1 GZMA HES6 HID1 HIGD1A HIKESHI HILPDA HMOX1 HOMER1 HOXA1 HPS1 HSPB8 HYAL1 ID2 IL15RA INPP5A ISG20 JAG2 JARID2 JMY JUN KCNH2 KCNJ14 KDELR3 KHK KIF1A KIF2A KLF9 KLK1 KLK9 KRT14 KRTAP19-3 LCK LGALS4 LHPP LPIN1 MAL MAN2B2 MAP1B MAP1LC3A MAPK8IP3 MASP1 MCAM MED24 METRN MICAL1 MPHOSPH6 MPP2 MRPL48 MT2A MUS81 MYBL1 MYORG NAA80 NAAA NASP NDRG1 NDRG4 NIN NISCH NOS2 NOS3 NOXO1 NPHP1 ODF2 OMP OSBPL6 P4HA2 PAPOLA PAXIP1 PCOLCE PDIA5 PDK1 PDLIM7 PDXK PER2 PFN2 PGM2 PIGA PIGQ PIGU PKP1 PKP2 PLAGL2 PLEKHA2 POLR1HASP POLR3K PORCN PPFIA4 PPP1R3C PRKCA PROC PVR RAB27B RAB2A RAB3D RABGAP1L RALGPS1 RAPGEF3 REM2 RGS11 RIC8A RSPH6A S100A16 SCCPDH SELENOW SEPTIN5 SERPINB1 SERPINE1 SH3KBP1 SLC1A4 SLC25A29 SLC2A1 SLC5A9 SLC66A2 SPATA13 SPDEF SRXN1 ST6GALNAC4 STC1 STK10 TACC3 TAMALIN TBL2 TENM4 TES TGM2 THA1P THRSP THSD1 TM7SF3 TMCC2 TMEM191B TNFRSF1B TPD52 TPM3 TRAP1 TXNDC11 TXNL1 UBXN2A USP43 VCAM1 VEGFA WIPF1 ZBTB16 ZBTB46 ZNF124 ZNF385A GRAESSMANN_APOPTOSIS_BY_SERUM_DEPRIVATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRAESSMANN_APOPTOSIS_BY_SERUM_DEPRIVATION_UP AATF ABCC5 ABCC8 ABI3BP ACOT6 ACTB ACTL7B ADAMTS10 ADAR ADCY3 ADCY7 ADI1 AEN AHR AICDA ALAS1 ALG13 ALPL ANGPT1 AP2B1 APEX2 APMAP APOBEC1 AQP1 ARAP2 ARFRP1 ARHGAP39 ARL14EP ARMC7 ASIP ASZ1 ATF4 ATG10 ATL3 AVPR1A BCAN BCL2L2 BCL6 BCL9 BCR BEAN1 BECN1 BGN BOC BPNT1 BST2 C3 C4B C8orf82 CACNA1A CAPN6 CASD1 CASP7 CASQ2 CCAR2 CCL15 CCL5 CCL7 CCN2 CCN3 CCN5 CCNC CCNH CCSER2 CCT4 CD2 CD59 CDCA3 CDHR4 CDK5 CDK5R1 CDON CEBPB CEBPD CEBPG CEP112 CFB CHAC1 CHCHD5 CIP2A CLCF1 CLDN3 CLEC2D CLIP1 CLPS CMPK2 CMTM6 CNIH2 CNTFR CNTNAP4 COL14A1 COL3A1 COL4A3 COL5A2 COL5A3 COL9A1 CORO1C CP CRB3 CREM CRHR1 CSF1 CTPS1 CUL4A CXCL10 CXCL16 CXCL3 CXCL6 CXCR5 CYP1A1 CYP21A2 CYP2B6 CYP2C19 CYP4F3 DAPK2 DAXX DBH DBT DCAF1 DCC DCUN1D1 DDX25 DDX60 DFFB DIMT1 DKK3 DLC1 DMP1 DNAJC27 DNAJC3 DNM3 DNMT1 DONSON DPF3 DST DTWD1 DUS3L DUSP6 DYNC1LI1 EBNA1BP2 EFNB1 EFNB2 EFNB3 EGF EGR1 EHD2 EIF2AK2 ELK1 ELN ELOVL4 ELP4 ENC1 ERAP1 ERLIN1 ERMAP ERN1 ETF1 ETFRF1 ETNK1 EXOSC1 FAM118B FAM210B FAM216A FAS FBN1 FBXW2 FCGR3A FES FGFBP1 FHIP1B FJX1 FLCN FNDC3A FOLR1 FSIP1 FSTL1 GADD45A GADD45B GAL3ST1 GALC GALT GBP2 GBP6 GBP7 GCA GDF3 GFRA2 GGTA1 GHR GPAA1 GRHL1 GRHL2 GRIN3B GSTM1 GTF3C6 H3C14 HADH HEATR1 HEATR6 HELZ2 HHAT HIPK2 HLA-B HLA-E HMBS HMGA2 HMGCR HNF4A HNRNPA1L2 HNRNPAB HOXB5 HOXB7 HOXB8 HOXB9 HSD11B1 HSD11B2 HSPA14 HSPA8 HSPB1 HTATSF1 IAPP IFI16 IFI27 IFI35 IFI44 IFIH1 IFIT1B IFIT2 IFIT3 IFNAR2 IFNGR2 IGFBP4 IGFBP7 IGHG1 IHH IKBKB IL18BP IL1R1 ING3 INHBB INO80E INTS7 INTS8 IRF1 IRF2 IRF7 IRF9 IRGM IRS1 ISG15 ITSN1 IVNS1ABP JAK3 JPH1 KALRN KCNA6 KCNJ6 KCNMB2 KCTD12 KDF1 KIFC2 KLHL2 KNG1 KPNB1 KRT5 LAMP3 LGALS12 LGALS3BP LIFR LIG3 LIPA LMNB1 LMO4 LOX LRG1 LRIG1 LRRC3B LTBP2 LY75 LZTFL1 MARCHF5 MAX MCCC2 MED28 MEPCE MESP1 MEST METTL7A MFSD1 MIGA2 MMD MMP3 MOCS1 MRPL57 MSL2 MTFP1 MX1 MYC MYD88 MYOC N4BP2L1 NACC2 NCK1 NCL NDUFAF4 NDUFB2 NECAB2 NEDD9 NEUROG3 NIFK NKX2-3 NMD3 NMNAT1 NNMT NOP58 NPVF NXNL2 OAS1 OAS2 OAS3 OASL OASL2P OGN OSGIN2 OSMR OSR1 OTOF OXA1L PARP12 PARP14 PARP3 PARP9 PATZ1 PCDHB15 PCDHB16 PCDHB18P PCDHGB1 PCGF2 PDE1B PDE7A PDGFRB PDHB PDK4 PES1 PFDN5 PHIP PHLDA2 PHLDB2 PI4K2A PIAS1 PICK1 PIK3C3 PIP5K1B PIPOX PISD PLA2G2E PLAGL1 PLEC PLEKHF2 PLK2 PLP2 PLPP3 PLSCR1 PMEPA1 PNP PNPT1 POLR3D POMK POU3F4 PPFIBP2 PPID PPIF PPP1R10 PRDM1 PRDX4 PRELP PRF1 PRRX1 PRSS23 PRSS29P PSMB10 PTGER4 PTH2 PTHLH PTPN14 PTPN21 PTPRT QTRT2 RABL3 RAD1 RAD52 RBBP9 RBM43 RBMX RCAN3 RCCD1 RCL1 RECK RESF1 REST RETREG3 REV1 REV3L RFXANK RHBG RHO RIMS2 RIN2 RIOK2 RND3 RNF144B RNF20 RNF32 RNPC3 RPE RPL30 RPL35 RPS18 RRP12 RRP15 RSAD2 RTL6 RTP4 RUNX1 SAA1 SAA3P SAMHD1 SELENOP SEMA3B SENP1 SEPTIN6 SEPTIN7 SERF1A SFXN2 SGK1 SHMT1 SHROOM3 SIRT4 SKIC8 SLC10A6 SLC14A2 SLC18A1 SLC22A1 SLC23A1 SLC24A3 SLC25A44 SLC29A2 SLC2A3 SLC35E4 SLC39A4 SLC6A9 SLC9A8 SLC9B1 SLFN12L SLFN13 SMR3B SMYD5 SNRNP48 SOCS1 SOD2 SOX4 SP100 SP110 SPATA5 SPHK2 SPRR1A SPRY1 SPTLC1 ST3GAL4 STAM2 STAT1 STAT2 STEAP4 STK11IP STRAP SURF4 SURF6 SYCP3 SYNJ2BP TAC4 TACR2 TAF1A TAF1D TAP2 TASOR2 TBC1D1 TBCA TBXA2R TCEAL1 TCIM TEAD4 THEMIS2 TIFA TIRAP TLR2 TLR3 TM4SF1 TMED5 TMEM140 TMEM158 TMEM167A TMEM168 TMEM258 TMEM268 TMPO TOR1AIP1 TOR3A TP53 TP53INP1 TPBG TPRKB TRAFD1 TRAM2 TRIB2 TRIM21 TRIM25 TRIM34 TRIM5 TRIM8 TRIP4 TRMT10A TRUB2 TSPAN33 TUBB4B TXNDC16 TXNIP TXNRD3 TYW1B UBA52 UBA7 UBE2I UBE2V2 UBXN2B UQCC4 URI1 UROC1 USP13 USP18 USP25 UTP11 VAPA VDAC1 VILL VWA5A WASHC2A WDR12 WDR4 WDR75 WDR77 WFDC21P WNT7B XDH XPR1 YIPF4 YIPF5 YPEL1 ZBP1 ZBTB32 ZEB2 ZFP36L1 ZNF207 ZNF253 ZNF503 ZNF625 ZNF672 ZNF729 ZNF746 GRAESSMANN_RESPONSE_TO_MC_AND_DOXORUBICIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRAESSMANN_RESPONSE_TO_MC_AND_DOXORUBICIN_DN AATF ABCB7 ABCC1 ABCE1 ACBD6 ACHE ACIN1 ACTB ACVR1B ADAM17 ADAMTSL5 ADAT1 ADAT2 ADCK1 ADISSP AGFG2 AKAP12 AKAP8 ALDH18A1 ALG3 ANAPC4 ANKRD28 AP1G1 AP3M2 APBB1 APEX1 ARF6 ARGLU1 ARHGAP5 ARHGEF10 ARID4B ARL6IP5 ARMCX1 ARPC1B ATE1 ATF4 ATF6 ATP5F1C ATXN7L3 BBS9 BCCIP BCL2L2 BCL3 BCL7B BCL9 BCLAF1 BCS1L BET1 BLOC1S5 BNIP1 BNIP3L BORCS7 BPNT1 BRAT1 BRD8 BTBD3 BTN1A1 BYSL C11orf52 C11orf98 C19orf44 C1D C1QBP C1QTNF12 C5orf34 C6orf136 CAPRIN1 CASC3 CAT CBX1 CBX3 CCDC102A CCDC43 CCDC9 CCL20 CCL5 CCN5 CCNQ CCSAP CD200 CD2AP CD44 CDC6 CDC73 CDCA7 CDK16 CDK2 CDK5RAP1 CDKAL1 CEBPB CEBPG CELA1 CEP152 CEP41 CETN3 CFAP298 CFAP97 CGNL1 CHAC2 CHD1L CHD4 CHMP1B2P CILK1 CIP2A CLCF1 CNEP1R1 CNN3 CNOT2 CNOT6 CNOT7 COA7 COIL COMMD2 COPS7A COQ3 COQ5 COX17 CPNE1 CPT1B CPTP CSDE1 CSNK1D CSNK2A1 CSTF2 CSTF3 CTTN CXCL6 CXorf38 CYB5B CYB5R1 CYP1B1 CYP2C18 CYP4F3 CZIB D2HGDH DARS1 DAZAP1 DBN1 DCAF1 DCAF8 DCP1A DCPS DCTN4 DCTPP1 DDX10 DDX19B DEPTOR DGCR2 DGCR8 DHCR24 DHDDS DHODH DHPS DHX36 DHX9 DIMT1 DMAC1 DMAC2 DNAJB12 DNAJC14 DNM1L DPAGT1 DPH6 DRAM2 DSG2 DTL DTNBP1 DTX3 DTYMK DUSP11 DUSP12 DYNLT1 EARS2 EEF1AKMT1 EEF1E1 EHD2 EID1 EIF2S2 EIF4A1 EIF4A2 EIF4B EIF4E2 ELAC1 ELAC2 ELK1 ELP2 ENC1 ENOX2 ENSA EPB41L2 EPN2 EPS8L3 ERBB2 ERC1 ERCC4 ERCC6L2 ERG28 ERI2 ERLIN1 ESS2 ETAA1 ETF1 EXOC6 EXOSC1 EXOSC10 EXOSC2 EXOSC5 EXOSC7 F2RL1 FAAH FAIM FAM118A FAM220A FANCM FAR1 FARSB FASTKD2 FBXW11 FBXW2 FER FERMT2 FIGNL1 FJX1 FKBP11 FLOT1 FNDC4 FOSL2 FOXJ3 FOXK2 FOXM1 FOXN2 FOXP1 FRMD4B FSTL1 FTO FUBP1 FXN GALK1 GART GAS5 GATB GCNT1 GCSH GDI1 GDPD1 GEMIN2 GEMIN6 GFPT1 GHDC GLYCAM1 GMFB GMNN GNA12 GNL1 GNPNAT1 GOLPH3 GORASP2 GOT1 GPAM GPR35 GRHL2 GRTP1 GSR GTF2IRD1 GTPBP2 GYS1 HCFC1 HDAC7 HEATR1 HELLS HERC4 HEXD HIBCH HIP1 HIVEP3 HJURP HMBOX1 HMBS HMGA2 HMGXB4 HNRNPA1L2 HNRNPDL HNRNPL HPS1 HSPA4 HSPA8 HSPA9 HSPBP1 IARS1 IBTK IER3 IFRD2 IKBKB IL13RA1 IL15RA IL1R1 IL6ST ILF3 IMMT INTS7 IP6K1 IPO8 IPP IRF3 ITGA5 IVNS1ABP JTB KAT2A KEAP1 KHDRBS1 KICS2 KITLG KLF6 KLHL20 KLHL5 KLHL7 KMT5B KPNA3 KPNB1 KRBA1 KRCC1 KRI1 LANCL2 LBR LDLR LIG3 LMBR1 LMF1 LMNB2 LOXL4 LPCAT1 LRRC8C LUC7L2 LYPLAL1 MAD2L2 MAGOHB MAP2 MAP2K7 MAP3K4 MAP4K5 MAPK3 MARCKSL1 MBD2 MBD3 MCCC2 MCM2 MDFI MDN1 MDP1 ME2 MED16 METTL1 METTL22 MGA MINPP1 MLLT10 MMACHC MORF4L2 MOSPD2 MPHOSPH10 MRPL12 MRPL19 MRPL3 MRPL32 MRPL50 MRPL58 MRPS5 MRRF MSH3 MSN MT1A MTAP MTBP MTF2 MTHFD2 MTHFS MTMR2 MUTYH MYBBP1A MYC MYG1 MYNN NAA15 NASP NCAPG2 NCK2 NDUFAF4 NECTIN2 NELFA NEURL4 NF2 NFIB NFIC NFYC NICN1 NIPSNAP3A NISCH NKD2 NOLC1 NOP10 NOP56 NOP58 NORAD NOTCH2 NOTCH4 NR1D2 NR2C1 NRAS NSFL1C NSMCE1 NSMCE4A NT5C3B NT5E NUBP1 NUDCD1 NUDT16L1 NUMB NUP133 NUP58 NUTF2 NXT1 OCEL1 OGT OPA3 OPHN1 ORC3 OSBPL9 OSMR OXSM P2RX4 PABIR1 PABPN1 PAGR1 PAICS PAK3 PAPOLA PARD6B PARP2 PBK PBX2 PCDHB18P PCGF2 PCID2 PCNX3 PDGFRA PDHA1 PDSS1 PEAK1 PELP1 PEX11A PEX14 PHF12 PHF21A PHIP PHKA1 PHYKPL PIGO PIGP PIGU PIK3C3 PIPOX PLD2 PLEKHF1 PLEKHG5 PLK4 PLP2 PLSCR1 PMF1 PMPCB PNN POFUT1 POLB POLD1 POLD2 POLD3 POLE POLI POLR1A POLR1B POLR1H POLR1HASP POLR2I POLR3A POLR3F POMK POT1 POU2F1 PPAT PPDPF PPIH PPIL4 PPP1CC PPP2R1B PPP2R3A PPP4R3A PQBP1 PRKD3 PRMT2 PRPF31 PRPF39 PSENEN PSIP1 PSMD11 PSMG1 PSMG4 PTBP3 PTDSS2 PTPN21 PTPRF PTPRS PTRH2 PTRHD1 PUM3 PUS3 RAB3D RAB4A RAB4B RABGGTB RABIF RAD23A RAD23B RAD51C RAI14 RASSF1 RAVER1 RBBP9 RBL1 RBM10 RBM18 RBM39 RCCD1 RCE1 RCL1 RFC1 RFK RFXANK RGS19 RHBDD1 RHOU RILPL2 RIPK1 RITA1 RLIM RNASEH1 RNF214 ROR1 RP2 RPL3 RPL30 RPP14 RPP21 RPP40 RRM1 RRP15 RRP8 RSC1A1 RUFY3 RUNX1 RUNX2 RUSC2 RUSF1 RYK SARNP SC5D SCAMP4 SEC14L1 SEC24D SEH1L SEMA6D SENP1 SFN SFR1 SFXN1 SGTB SH3RF1 SHKBP1 SIN3A SINHCAF SKA1 SKP2 SLC23A2 SLC25A10 SLC25A13 SLC29A2 SLC35A3 SLC39A11 SLC39A3 SLC46A1 SLC4A3 SLC9A8 SLC9B1 SMARCE1 SMIM10L1 SMR3B SMYD5 SNAPIN SNHG16 SNHG5 SNHG6 SNORD22 SNRNP40 SNRNP48 SNX5 SOCS2 SOCS6 SOX6 SP3 SPAG7 SPDEF SPEN SPIN1 SPOP SPTAN1 SREK1 SRPRB SRSF1 SRSF10 SRSF2 SRSF6 SRSF7 SSBP1 SSR1 ST13 STAM2 STAMBPL1 STARD4 STAT5A STAT5B STEAP4 STK3 STX8 SUOX SUPT20H SUV39H1 SYNCRIP TAF1D TAF8 TAOK1 TARS1 TARS2 TBC1D17 TBC1D19 TBL2 TBRG4 TCERG1 TCF3 TCF7L2 TCOF1 TCP1 TCTN3 TDP1 TEFM TFAP4 TFRC THOP1 THSD1 TIA1 TIMELESS TIMM10 TIMM44 TIMM9 TIMP3 TK1 TMEM126A TMEM161A TMEM167A TMEM168 TMEM186 TMEM209 TMEM216 TMEM268 TMEM39A TMEM60 TMLHE TMPO TNS2 TOE1 TOM1L1 TOMM40 TOMM5 TP53I13 TPBG TPK1 TPM3 TRAF2 TRAF6 TRDMT1 TRIB1 TRIB3 TRIL TRIM16 TRIP11 TRIP13 TRIP4 TRMT112 TRMT1L TRUB2 TSEN15 TSPAN2 TTC8 TTI2 TUBB TUBB2B TWF1 TXNIP TXNRD3 TYMS U2AF1L4 UBA3 UBAP2L UBE2D3 UBE2G2 UBE2J1 UBE2S UQCC4 URI1 USE1 USP22 USP34 USP36 USP4 UTP25 VAMP3 VANGL2 VASP VPS54 VPS72 VRK3 VSX2 VTI1A VTI1B WAC WDFY3 WDR13 WDR4 WDR75 WDR77 WDR82 XPO4 XPR1 YAE1 YEATS4 YES1 YWHAZ ZBED3 ZBTB12 ZBTB14 ZBTB17 ZBTB22 ZCCHC8 ZDHHC3 ZDHHC5 ZDHHC6 ZEB2 ZFAND3 ZFP82 ZIK1 ZKSCAN4 ZMYM6 ZNF124 ZNF142 ZNF207 ZNF212 ZNF22 ZNF226 ZNF277 ZNF280C ZNF292 ZNF329 ZNF519 ZNF644 ZNF768 ZNF771 ZNF790 ZSCAN12 ZSCAN22 GRAESSMANN_RESPONSE_TO_MC_AND_DOXORUBICIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRAESSMANN_RESPONSE_TO_MC_AND_DOXORUBICIN_UP AAMDC ABCB10 ABHD4 ABHD5 ABTB1 ACAA1 ACAD11 ACAD8 ACOT6 ACOX2 ADAM8 ADAMTS7 ADRB2 AGPAT5 AGTPBP1 AHNAK AK1 AK4 AKR1B1 ALAS1 ALDH1L1 ALDH2 ALDH4A1 ALKBH4 ALOX12 ALS2 AMPD2 ANGEL1 ANGPT4 ANGPTL2 ANKRD10 ANKRD17 AOX1 APAF1 APOBEC1 APOF APOH ARAP2 ARHGAP27 ARL16 ARMC7 ARPP21 ARVCF ASS1 ATG3 ATOX1 ATP13A2 ATP6V0B ATP6V0D1 ATP6V0E2 ATP6V1D BAIAP2 BCAR1 BCL2L11 BET1L BMP1 BRIX1 BTG2 C11orf68 C19orf47 C1QTNF1 C6orf132 CABYR CALHM2 CAMK2B CAPG CAPN10 CARHSP1 CASQ2 CBX1 CBY1 CCDC117 CCDC166 CCS CD27 CD68 CDC25A CDK18 CDKN1A CDR2L CELF4 CENPE CENPT CES2 CHAC1 CIRBP CITED4 CKAP2 CLBA1 CLEC4G CLP1 CNBD2 CNTRL COL11A2 COL18A1 COPS9 CORO1A CORO2A COTL1 CPOX CPT2 CRACR2B CRAT CRIP2 CRLF1 CROT CSTB CTR9 CTSB CUL4A CXCR4 CYP2F1 CYSRT1 DAB2 DAPK1 DAXX DBT DCAF1 DCAF4 DCBLD1 DCXR DDIT4L DDR1 DEPDC7 DEXI DFFB DGAT2 DGKA DGKQ DMPK DNAJB1 DNAJB2 DNAJB9 DNAJC18 DNAJC9 DNM2 DOLK DOP1B DPH7 DPP7 DRAM1 DUSP9 E2F1 ECE1 EDEM1 EEIG1 EFNA1 EFNB1 EFNB2 EFNB3 EGR2 EHD4 EI24 EIF4E3 ELAPOR1 EMP3 ENDOD1 ENDOG ENO2 ENTR1 EOGT EOLA1 EPHX1 ERCC5 ERGIC3 ETFDH EXOC4 EXOC8 EXTL1 F11R FA2H FAH FAM110A FAM216A FAM32A FAM43A FAM50A FAM83H FAS FBXL20 FBXO33 FBXW4 FDXR FETUB FEZ1 FGF18 FKBP9 FLCN FOSB FOXJ1 FRMD8 FUCA1 FZD5 FZD7 GAL3ST1 GALM GATA3 GDF15 GEM GGA2 GKAP1 GLCCI1 GLUD1 GNS GPAT4 GPD1 GPHA2 GPLD1 GPN3 GPR146 GPSM1 GRINA GSN GSS GSTA2 GSTZ1 GTF2B GTSE1 GUSB H1-2 H2AC25 H2BC10 H3C14 HAGH HBD HES6 HEXB HGSNAT HHATL HIGD1A HLA-DRB5 HMG20B HMOX1 HOXA5 HPN HRAS HS6ST1 HSBP1 HSD11B2 HSD17B4 HSPA1B HYAL2 ICAM5 ICMT IDH1 IDUA IFI30 IFITM10 IFT27 IKBKE IL15 IL18 IL6R IMPACT INPP5B INPP5D IRAK1BP1 IRF6 IRGM ISLR ITGA2B ITGA6 ITGB4 ITPKA IVD JADE1 JUP KCTD10 KCTD12 KLF17 KLF6 KLHL22 KLHL42 KRT5 LACTB LANCL1 LASP1 LBX2 LDB3 LDLRAP1 LENG1 LGALS3BP LGALS9 LHX2 LIF LMAN2 LMO4 LPGAT1 LPIN1 LRR1 LRRC51 LRRC56 LRRC57 LY6D LYNX1 LZTR1 MAFB MAFG MAN2B1 MAP1LC3A MAPK9 MAPKBP1 MAPRE1 MAPRE3 MARVELD1 MASP1 MCEE MDM2 MMD MMP15 MORC4 MPP4 MRPL28 MSANTD5 MSH6 MSRB1 MTARC2 MTFR1L MTHFR MXD3 MXD4 MYCBP MYO1H N4BP2L1 NAA35 NAA80 NANOS1 NAPA NAT9 NATD1 NBEAL2 NCOA1 NDRG4 NDUFA11 NFATC3 NHERF2 NID2 NINJ1 NLRX1 NOS3 NPC2 NPTX1 NR4A1 NT5DC3 NUDCD2 NUDT22 NXN OAS1 OGFRL1 OPLAH OPN1SW OSGIN1 OVOL1 PADI1 PADI2 PADI3 PAQR4 PATZ1 PCTP PCYOX1 PDE4DIP PDGFA PDGFB PDK4 PDLIM1 PDLIM5 PDRG1 PDXP PERP PFN2 PGF PHGDH PHLDA3 PHYKPL PIAS3 PITPNC1 PITPNM1 PITPNM2 PKDCC PKP1 PKP3 PLA2G6 PLA2R1 PLAAT3 PLEC PLEK2 PLEKHG6 PLPBP PLXNB2 PM20D1 PMM1 PNP POLK POLRMT POM121 PPIF PPM1A PPM1B PPM1M PPP1R15A PPP1R37 PPP2R5D PPP5C PRCP PRKCD PRKD2 PRKRA PROCR PSAPL1 PSRC1 PTGER1 PTGR1 PTHLH PTP4A1 PTPN1 PTPN11 PTPRVP PURG PVALB PYGO2 RAB11FIP5 RAB40C RAB43 RABGAP1 RAD9A RALGPS1 RAP2A RAP2B RASA4 RASSF5 RB1 RBL2 RBM38 RBM43 RDM1 RECQL4 REN RFNG RHOD RHPN2 RIC8A RIDA RIN2 RIPK4 RIPOR1 RNASEH2C RNF103 RNF128 RNF135 RNF181 RNPEP ROGDI ROM1 RPE RUSC1 RXRB S100A13 S100A3 SAC3D1 SAP18 SBK1 SCARB1 SCMH1 SCN1B SDC1 SDHAF1 SELENOS SEPHS2 SERINC3 SERPINB5 SESN2 SFI1 SGPP1 SH2D3C SH3BGRL2 SH3BGRL3 SH3GLB2 SH3YL1 SHISA2 SHMT2 SIDT2 SKIC8 SLC12A7 SLC18A1 SLC19A2 SLC20A1 SLC25A22 SLC25A29 SLC27A1 SLC31A1 SLC33A1 SLC35A5 SLC37A2 SLC39A4 SLC66A3 SLC6A8 SLC7A7 SLC9A1 SMIM7 SMOX SNCG SNF8 SNX16 SNX2 SORD SP110 SP6 SPA17 SPC25 SPEF1 SPON2 SPRYD4 SRF SRR SRXN1 SSX2IP ST14 ST3GAL2 ST6GALNAC4 STARD10 STARD5 STAT1 STIM1 STK17B STOML2 STX3 SURF4 SUSD6 TACC3 TANGO2 TBC1D24 TBC1D8 TBX2 TCF7 TEPSIN TFCP2L1 TGFB3 TGM2 TGOLN2 THYN1 TINAGL1 TKFC TLR2 TM7SF3 TMBIM1 TMC6 TMEM150A TMEM158 TMEM184B TMEM19 TMEM191B TMEM38A TMEM40 TMEM41A TMOD1 TNFRSF18 TNNI1 TOR2A TOR3A TP53INP1 TP53INP2 TPP1 TPRA1 TRAF4 TRAFD1 TREX1 TRIM11 TRIM32 TRIM7 TRMT5 TSPAN13 TSPAN33 TTLL1 TUBA4A TUFT1 TWF2 UBA7 UBALD2 UBE2I UBE2O UBE2T UFSP1 UGT1A3 ULK1 UNC119B USP17L2 USP2 USP20 UTRN VASN VEGFA WIPI1 WNT7B WRAP53 XRCC1 ZBTB8A ZFAND2A ZFYVE21 ZMAT3 ZMIZ2 ZNF185 ZNF281 ZNF296 ZNF385A ZNF394 ZNF503 ZNF703 ZNF708 ZNF764 ZNRF1 ZNRF2 GRAESSMANN_RESPONSE_TO_MC_AND_SERUM_DEPRIVATION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRAESSMANN_RESPONSE_TO_MC_AND_SERUM_DEPRIVATION_DN ABCD4 ALX3 AS3MT ATXN7 BCL2L2 CA9 CASP6 CDC37 CDR2 CLDN3 CLDN9 CNDP2 COPB2 CRB3 CSDC2 DLL4 DNAJB6 DNM1 EFHD2 EMC4 ENO2 EPB41L4B ERO1A GALK1 GBE1 GCNT2 GP1BB GPR35 GYS1 HID1 HIGD1A HOMER1 IL15RA IL24 INSRR KDELR3 KIF2A KLK1 KLK9 KRT14 KRTAP19-3 LHPP LPIN1 MAN2B2 MED24 MKNK1 MPHOSPH6 MT2A NAAA NASP NISCH ODF2 PAXIP1 PDLIM7 PHEX PIGU PKP1 PKP2 PLAGL2 POLR3K PORCN PPFIA4 PRKCA PVR RAB2A RAMP3 RAPGEF3 REM2 SEPTIN5 SERPINB1 SERPINE1 SLC25A14 SLC25A29 SLC66A2 TES THSD1 TMEM191B TNNT2 TPD52 TPM3 TSPAN33 TXNDC11 UBXN2A USP17L2 VEGFA ZNF706 GRAESSMANN_RESPONSE_TO_MC_AND_SERUM_DEPRIVATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRAESSMANN_RESPONSE_TO_MC_AND_SERUM_DEPRIVATION_UP ABCC8 ABI3BP ACTB ADAR ADCY3 ADCY7 ANGPT1 AQP1 ATG10 BCR BGN BOC BST2 C3 CAPN6 CASD1 CASP7 CCL15 CCL7 CCN5 CD2 CDCA3 CDK5R1 CDON CEP112 CFB CLIP1 CMPK2 CNTNAP4 COL3A1 COL4A3 COL5A2 COL5A3 COL9A1 CP CPEB3 CRHR1 CSF1 CXCL10 CXCR5 CYP2B6 CYP2C19 DAPK2 DCUN1D1 DDX60 DKK3 DLC1 DMP1 DNAJC27 DNM3 DPF3 EBNA1BP2 EGF EIF2AK2 ELK1 ELN ELOVL4 ENC1 FAS FBXW2 FCGR3A FES FJX1 FSTL1 GBP2 GBP6 GBP7 GHR GRHL2 GSTM1 GTF3C6 HELZ2 HHAT HIPK2 HLA-E HOXB5 HOXB7 HOXB8 HSD11B1 HSD11B2 IAPP IFI16 IFI27 IFI35 IFI44 IFIH1 IFIT1B IFIT2 IFIT3 IGFBP7 IGHG1 IHH IKBKB INHBB IRF1 IRF2 IRF7 IRF9 IRGM IRS1 ISG15 KALRN KCNA6 KCNMB2 KCTD12 KNG1 LGALS3BP LIFR LIPA LY75 MEPCE MEST METTL7A MIGA2 MMD MOCS1 MRPL57 MX1 MYOC N4BP2L1 NACC2 NCK1 NCL NECAB2 NEDD9 NEUROG3 NKX2-3 NMNAT1 NNMT NXNL2 OAS1 OAS2 OASL2P OGN OSGIN2 OSR1 OXA1L PARP12 PARP14 PARP3 PARP9 PATZ1 PCDHB15 PCDHB16 PDE7A PDGFRB PES1 PFDN5 PHLDB2 PLA2G2E PLEC PMEPA1 POU3F4 PPP1R10 PRELP PRF1 PRSS23 PSMB10 PTHLH RBM43 RBMX RECK RESF1 RFXANK RIN2 RNF144B RSAD2 RTL6 RTP4 SAMHD1 SELENOP SENP1 SEPTIN6 SFXN2 SLC24A3 SLC9A8 SLFN12L SOCS1 SOD2 SP100 SP110 STAT1 STEAP4 STK11IP SYCP3 TACR2 TAP2 THEMIS2 TLR2 TLR3 TMEM140 TMEM167A TMPO TOR1AIP1 TOR3A TP53INP1 TRAFD1 TRIB2 TRIM21 TRIM25 TRIM34 TRIM5 TRIM8 TSPAN33 TUBB4B TXNDC16 TXNIP UBA7 UBXN2B UROC1 USP18 USP25 VDAC1 WFDC21P ZBP1 ZNF503 ZNF625 ZNF672 GRAHAM_CML_DIVIDING_VS_NORMAL_DIVIDING_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRAHAM_CML_DIVIDING_VS_NORMAL_DIVIDING_DN C3orf14 CRHBP GZMB HLA-DQA1 HLA-DQB1 JCHAIN LTB PCDH9 PROM1 TM4SF1 GRAHAM_CML_DIVIDING_VS_NORMAL_DIVIDING_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRAHAM_CML_DIVIDING_VS_NORMAL_DIVIDING_UP CLC CSTA CYP1B1 DLGAP5 H1-2 PF4 PIEZO2 PPBP PROS1 RHAG RNASE2 TPSAB1 XIST GRAHAM_CML_DIVIDING_VS_NORMAL_QUIESCENT_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRAHAM_CML_DIVIDING_VS_NORMAL_QUIESCENT_DN ADAM28 ADAM8 ADGRG6 AKR1C3 ALOX5 ANXA5 AREG ARMCX2 BAALC BCL11A BIRC3 C3orf14 CCL19 CCNG2 CD200 CD40 CD44 CD59 CH25H CLEC2B CREM CRHBP CTSO CXCL1 CXCL11 CXCL13 CXCL2 CXCL3 CXCL6 CXCL8 CYTIP DMD DUSP6 EMP1 ENPP4 ERG EVI2A FAM30A FNBP1 GABPB1-IT1 GBP2 GLIPR1 GUCY1A1 H1-0 H2AC6 H2BC21 HCP5 HLA-DPA1 HLA-DQA1 HLA-DQB1 HLA-DRB4 HLF HLX IDS IFI16 IL18R1 IL1B INHBA LIMCH1 MIR22HG MLLT3 MPZL2 MYO5C NEAT1 NFAT5 NRIP1 OPTN PCDH9 PMCH PPFIBP1 PTGER4 PTPRC RABGAP1 RBPMS RPL31 SELL SH3BP5 SOD2 SORL1 SPTBN1 SVIL TCEAL2 TCF4 TCF7L2 TFPI TGFB1I1 TM4SF1 TNFSF10 TNFSF4 TPBG TRIM22 TSPAN31 TSPAN6 VNN1 GRAHAM_CML_DIVIDING_VS_NORMAL_QUIESCENT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRAHAM_CML_DIVIDING_VS_NORMAL_QUIESCENT_UP ABCC4 ABCD3 ACOT7 ACTN1 AMMECR1 APOBEC3B AQP3 ARHGAP19 ASPM ATP5MC3 AURKA AURKB BIRC5 BRCA1 BUB1 BUB1B CCL2 CCNA2 CCNB1 CCNB2 CCNE1 CCNE2 CD36 CDC20 CDC45 CDC6 CDC7 CDK1 CDKN3 CENPA CENPF CENPM CENPU CEP55 CEP76 CHEK1 CKS1B CLC CLEC11A COTL1 CPA3 CPOX CSE1L CST7 CSTA DHFR DLC1 DLGAP5 DNAJC12 DSCC1 DUT E2F8 ECT2 EIF1AX ELOVL6 ELP5 ESPL1 EZH2 FABP5 FANCI FBXO5 FEN1 GGH GINS1 GINS2 GMNN GSPT1 H1-2 H2AX HAT1 HBB HBD HBG1 HDC HGF HMMR HPGDS HSPA14 IDH2 ITGA2B ITGB3BP KIF11 KIF15 KIF18B KIF20A KIF2C KIF4A KLF1 KLHL7 KPNA2 LAT LEPR LMNA LRRC59 LSM5 MAD2L1 MCM10 MCM2 MCM4 MCM5 MELK MICAL2 MINPP1 MPO MRPS15 MRPS28 MS4A3 NCAPG NDC80 NEK2 NPM3 NT5DC2 NUDT1 NUDT4 NUP85 NUSAP1 OIP5 PALM2AKAP2 PBK PCLAF PDLIM1 PDSS1 PF4 PIEZO2 PMP22 POLE2 PPBP PPIF PRC1 PRDX2 PRDX4 PRG2 PRKAR2B PROS1 RAB31 RACGAP1 RAD51 RAD51AP1 RANBP1 RFC3 RFC4 RHAG RMDN1 RNASE2 RNASE2CP RNASEH2A RPA3 RRM1 RRM2 SAC3D1 SAMM50 SERPINB2 SFXN1 SHMT2 SLC25A13 SLC7A5 SMC2 SNRNP25 SNRPD1 SORD SPAG5 SPC25 STK39 STMN1 SUB1 SUCLA2 SYNCRIP TFR2 TK1 TOP2A TPM1 TPSAB1 TPX2 TRIP13 TST TTK TUBB6 TYMS UBE2C UBE2S VRK1 XIST XK ZNF593 ZWINT GRAHAM_CML_QUIESCENT_VS_CML_DIVIDING_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRAHAM_CML_QUIESCENT_VS_CML_DIVIDING_DN CDK1 CLC CPA3 CSTA HGF MPO MS4A3 NDC80 RNASE2 RNASE2CP SPC25 TOP2A GRAHAM_CML_QUIESCENT_VS_CML_DIVIDING_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRAHAM_CML_QUIESCENT_VS_CML_DIVIDING_UP ANXA5 CCL19 CCL20 CCL3 CCL8 CRHBP CXCL1 CXCL13 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 EMP1 H2AC6 IL1B JUN NFAT5 PCDH9 RGS1 SOD2 TNFSF4 TRA2B ZBTB10 GRAHAM_CML_QUIESCENT_VS_NORMAL_DIVIDING_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRAHAM_CML_QUIESCENT_VS_NORMAL_DIVIDING_DN AIF1 C3orf14 GZMB HLA-DQA1 HLA-DQB1 HLA-DRB4 JCHAIN MPO PLS3 PROM1 SORL1 SPINK2 GRAHAM_CML_QUIESCENT_VS_NORMAL_DIVIDING_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRAHAM_CML_QUIESCENT_VS_NORMAL_DIVIDING_UP AKR1C1 APOC1 APOE BCL3 CA1 CCL19 CCL20 CCL3 CCL5 CCL8 CDC42BPA CELA2B CLK4 CXCL10 CXCL11 CXCL13 CXCL2 CXCL5 CXCL6 CXCL8 CYP1B1 DDIT4 FXR1 GADD45B GBP1 H1-2 H2AC6 H2BC12L HBA1 HBB HBG1 ICAM4 IL1B IL1RN INHBA INTS6 JUN KMT2A MAFF NFAT5 NR4A2 PMAIP1 PRKAR2B PTGS2 PTX3 RGCC RGS1 RHAG RRAS2 RSRC2 SERPINB2 SMC3 SOD2 TCF7L2 TPSAB1 TRA2B TUBB2A XIST ZBTB10 GRAHAM_CML_QUIESCENT_VS_NORMAL_QUIESCENT_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRAHAM_CML_QUIESCENT_VS_NORMAL_QUIESCENT_DN ADGRG6 AIF1 ALOX5 APP AREG BAALC CD52 CRHBP CXCL1 CXCL6 DUSP6 EMP1 FAM30A FHL1 GBP2 GLIPR1 GUCY1A1 H1-0 H2BC21 HLA-DMA HLA-DMB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRB4 HLF HLX IDS LIMCH1 MLLT3 MPZL2 PCDH9 PMCH PPFIBP1 PROM1 RBPMS SCHIP1 SELL SORL1 SPINK2 SPTBN1 TGFB1I1 TM4SF1 TSPAN6 VNN1 GRAHAM_CML_QUIESCENT_VS_NORMAL_QUIESCENT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRAHAM_CML_QUIESCENT_VS_NORMAL_QUIESCENT_UP AMMECR1 ANKRD27 APOBEC3B APOC1 APOE AQP3 ASF1A BAZ1A BLVRB CA1 CA2 CASP3 CCL20 CCL3 CCL5 CCL8 CCNB2 CD36 CD38 CDC20 CDK1 CDKN3 CELA2B CENPF CENPU CEP55 CHEK1 CLEC11A CPOX CTSL DHFR DLC1 DLGAP5 ELOVL6 ELP5 EZH2 GINS1 H1-2 H2AX HBA1 HBB HBD HBG1 HDC HPGDS ICAM4 IL1RN ITGA2B JUN KIF11 KIF15 KLF1 LAT LEPR LMNA MCM5 MELK MICAL2 MINPP1 MPST MYH10 NUDT4 NUSAP1 PALM2AKAP2 PCCB PCLAF PDLIM1 PF4 PKIG PPIF PRC1 PRDX2 PRKAR2B RACGAP1 RGCC RHAG RRM2 SAC3D1 SERPINB2 SERPINE2 SMC2 SPTA1 SULT1A3 TFR2 TK1 TOP2A TPM1 TPSAB1 TST TUBB2A TUBB6 XIST XK ZWINT GRAHAM_NORMAL_QUIESCENT_VS_NORMAL_DIVIDING_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRAHAM_NORMAL_QUIESCENT_VS_NORMAL_DIVIDING_DN AMMECR1 APOBEC3B AQP3 ATP5MC3 BIRC5 BUB1 BUB1B CCNA2 CCNB2 CCNE1 CCNE2 CD36 CDC20 CDC25A CDC45 CDC6 CDK1 CDKN3 CENPM CENPU CEP55 CHEK1 CKS1B COTL1 CPA3 CSE1L CSF2RB DHFR DLGAP5 DSCC1 DTL DUT FABP5 FEN1 GGH GINS1 GINS2 GMNN GZMB HAT1 HBB HBD HBG1 KIF11 KIF15 KIF18B KIF2C LAT LEPR MAD2L1 MCM10 MCM2 MCM4 MCM5 MCM6 MELK MINPP1 MSH2 NCAPG NDC80 NPM3 NUP85 NUSAP1 OIP5 PCLAF PCNA POLE2 PPIF PRC1 PRG2 RACGAP1 RAD51AP1 RFC3 RFC4 RNASEH2A RRM1 RRM2 SAC3D1 SLC7A5 SMC2 SNRNP25 TK1 TOP2A TRIP13 TYMS VDAC3 VRK1 XK ZWINT GRAHAM_NORMAL_QUIESCENT_VS_NORMAL_DIVIDING_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRAHAM_NORMAL_QUIESCENT_VS_NORMAL_DIVIDING_UP ALDH1A1 ALOX5 AREG CCL19 CREM CRHBP CXCL1 CXCL10 CXCL11 CXCL13 CXCL2 CXCL3 CXCL6 CYTIP DDX17 DST EBI3 EMP1 EVI2A FNBP1 FTH1 FXR1 GABPB1-IT1 GBP2 GLIPR1 GUCY1A1 H1-0 H2AC18 H2AC6 H2BC21 HLX IL18R1 IL1B INHBA KYNU MAFF MIR22HG MLLT3 MPZL2 NEAT1 NFAT5 NIBAN1 NR4A2 NRIP1 OPTN PCDH9 PMCH PPFIBP1 PTGS2 PTPRC RBPMS SOD2 SPTBN1 STAT4 SVIL TCF7L2 TFPI TGFB1I1 TM4SF1 TNFSF10 TNFSF4 TPBG TSPAN31 VNN1 GRANDVAUX_IFN_RESPONSE_NOT_VIA_IRF3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRANDVAUX_IFN_RESPONSE_NOT_VIA_IRF3 ADAR EIF2AK2 GBP2 IFI35 IFI6 IFITM1 IFITM3 IRF1 IRF7 IRF9 IRGM ISG20 MX1 MX2 GRANDVAUX_IRF3_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRANDVAUX_IRF3_TARGETS_DN ADAM9 ANXA4 CD1B CD58 CDH11 FGF1 GEM MFAP5 PAH PIK3C3 PLAG1 PPP2R3A RASA1 RPS7 SORL1 STK17B TIMP3 TYRP1 GRANDVAUX_IRF3_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRANDVAUX_IRF3_TARGETS_UP AHNAK ARG2 B4GALT5 F13B GBP1 IFI44 IFIT1 IFIT3 ISG15 NR3C1 OAS2 PLCG2 PMAIP1 GRASEMANN_RETINOBLASTOMA_WITH_6P_AMPLIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRASEMANN_RETINOBLASTOMA_WITH_6P_AMPLIFICATION ABCF1 CACNA1A CSNK2B DEK E2F3 ELOVL5 LSM2 NUP153 POLR1C PRR3 RAN RPS10 TDP2 TMX1 GRATIAS_RETINOBLASTOMA_16Q24 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRATIAS_RETINOBLASTOMA_16Q24 ANKRD11 APRT CHMP1A COX4I1 EMC8 FBXO31 GALNS KIAA0513 MAP1LC3B MBTPS1 MEAK7 SLC7A5 SPG7 TCF25 TRAPPC2L USP10 ZCCHC14 ZDHHC7 GREENBAUM_E2A_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GREENBAUM_E2A_TARGETS_DN ALPL BLK CD74 CYFIP2 DESI1 EID1 EMP1 EVL GAB1 GBP2 GIMAP4 GM2A MYO7A SERINC3 SLC66A3 TMEM229B TMSB10 XRCC6 GREENBAUM_E2A_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GREENBAUM_E2A_TARGETS_UP ANLN AURKA BUB1 CA2 CCNA2 CCNB1 CCNB2 CDKN2C CIP2A ECT2 EIF4EBP1 EPRS1 FGFR2 H2AX HS3ST1 KIF11 KIF2C KIF4A KLHDC2 MAD2L1 MKI67 NUSAP1 PFKP PGK1 PLK4 PTGS1 RACGAP1 SCIN SLC12A2 SLC7A5 TCEAL9 TOP2A TTK GREGORY_SYNTHETIC_LETHAL_WITH_IMATINIB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GREGORY_SYNTHETIC_LETHAL_WITH_IMATINIB ABCB6 ACSL1 ADAM22 AKR7A2 ALDOC ALG10B ANK3 API5 ATF5 ATP2C2 ATP6V0E1 ATP7A AZGP1 BAD CA2 CA5A CACNA2D2 CADM4 CALM1 CAMK2B CAPN6 CAPRIN1 CARS1 CCL23 CD93 CEACAM1 CELF2 CLDN3 CLEC2D CLPX CLTA CLTC CNR1 COL3A1 CPSF1 CRCP CRYBB2 CSHL1 CST4 CTDSPL CTSB CUX1 CXCR3 CXCR4 CYP2B6 DBF4 DDAH1 DLAT EDF1 EGR3 EHF EPB42 ERMP1 FCN3 FKBP11 FLT3LG FZD8 GAPDH GBP4 GGCX GLIPR1 GLT8D1 GPC5 GTF2H5 H3C7 HIF3A HLA-DRA HLA-DRB5 IFI16 IL27RA IL4 INTS6L IRF7 ITCH ITGB1 KAT6A KCNJ13 LAPTM4B LDLRAD4 LIPE LRRC37A3 MAML1 MBD4 MGAT2 MORC3 NCOA3 NKRF NRG2 NUDT3 OR2F1 PDE4DIP PDLIM5 PGAP2 PGLS PLEKHM1 PLOD2 PPP1R2 PRKCQ PYROXD1 RAP1A RARA RO60 RPL21 RPL35 RPL36A RPL5 RTP4 S1PR2 SAT1 SCAF11 SEL1L SEPTIN6 SESTD1 SETMAR SKP1 SLC50A1 SMARCA1 SNTA1 SNX10 SORBS1 SP100 SP110 SPTB SRI SV2B SYT11 TAS2R14 TBCCD1 TFAP2B THAP1 TJP1 TLE1 TMEFF1 TNFRSF9 TPM1 TRIM24 TRIP11 UBA6 UBE3A UCP2 UGT1A7 UTP14A ZNF140 ZNF473 ZP3 GRESHOCK_CANCER_COPY_NUMBER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRESHOCK_CANCER_COPY_NUMBER_UP ABI1 ABL1 ABL2 ACKR3 ACSL6 AFDN AFF1 AFF3 AFF4 AKT2 ALK APC ARHGAP26 ARHGEF12 ARNT ASPSCR1 ATF1 ATIC ATM BCL10 BCL11A BCL11B BCL2 BCL3 BCL6 BCL9 BCR BIRC3 BLM BMPR1A BRAF BRCA1 BRCA2 BRD4 BTG1 BUB1B CALCR CARS1 CBFA2T3 CBFB CBL CCDC6 CCNB1IP1 CCND1 CCND2 CCND3 CDH1 CDH11 CDK4 CDK6 CDKN2A CDX2 CEBPA CEP43 CHEK2 CHIC2 CHN1 CIITA CLP1 CLTC CLTCL1 CNBP CNTRL COL1A1 COX6C CREBBP CTNNB1 CYLD DDB2 DDIT3 DDX10 DDX6 DEK EGFR EIF4A2 ELL EP300 EPS15 ERBB2 ERC1 ERCC2 ERCC3 ERCC4 ERCC5 ERG ETV1 ETV4 ETV6 EWSR1 EXT1 EXT2 FANCA FANCC FANCD2 FANCE FANCF FANCG FAS FBXW7 FCGR2B FCRL4 FEV FGFR1 FGFR2 FGFR3 FH FIP1L1 FLCN FLI1 FLT3 FLT4 FNBP1 FOXO1 FOXO3 FSTL3 FUS GAS7 GMPS GNAS GOLGA5 GOPC GPHN H4C9 HIP1 HLF HMGA1 HMGA2 HNF1A HOXA11 HOXA13 HOXA9 HOXC11 HOXC13 HOXD11 HOXD13 HRAS HSP90AA1 HSP90AB1 IKZF1 IL2 IL21R IRF4 ITK JAK2 JAZF1 KAT6B KDSR KIT KLF6 KMT2A KNL1 KRAS KTN1 LASP1 LCK LCP1 LHFPL6 LIFR LMO1 LMO2 LPP LYL1 MAF MAFB MALT1 MAML2 MAP2K4 MDS2 MECOM MEN1 MET MLF1 MLH1 MLLT1 MLLT10 MLLT11 MLLT3 MLLT6 MN1 MNX1 MSH2 MSH6 MSI2 MUC1 MUTYH MYC MYCL MYCN MYH11 MYH9 NACA NBN NCKIPSD NCOA2 NCOA4 NF1 NF2 NFKB2 NIN NOTCH1 NPM1 NR4A3 NRAS NSD1 NSD2 NSD3 NTRK1 NTRK3 NUMA1 NUP214 NUP98 OLIG2 OMD PAFAH1B2 PATZ1 PAX3 PAX5 PAX7 PAX8 PBX1 PCM1 PCSK7 PDE4DIP PDGFB PDGFRA PDGFRB PER1 PHOX2B PICALM PIK3CA PIM1 PLAG1 PML PMS1 PMS2 POU2AF1 PPARG PRCC PRDM16 PRKAR1A PRRX1 PSIP1 PTEN PTPN11 RABEP1 RAD51B RANBP17 RAP1GDS1 RARA RB1 RBM15 RECQL4 REL RET RHOH RNF213 ROS1 RPL22 RPN1 RUNX1 RUNX1T1 SBDS SDHB SDHC SDHD SEPTIN5 SEPTIN9 SET SFPQ SH3GL1 SMAD4 SMARCB1 SMO SPECC1 SRSF3 SS18 SS18L1 STIL STK11 SUFU SUZ12 SYK TAF15 TAL1 TAL2 TCEA1 TCF12 TCF3 TCL1A TCL6 TEC TET1 TFEB TFG TFPT TFRC THRAP3 TLX1 TLX3 TMPRSS2 TNFRSF17 TOP1 TP53 TPM3 TPM4 TPR TRIM24 TRIM33 TRIP11 TSC1 TSC2 TSHR TTL USP6 VHL WRN WT1 XPA XPC ZBTB16 ZMYM2 ZNF331 ZNF384 GROSS_ELK3_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GROSS_ELK3_TARGETS_DN ACOX2 ADAMTS1 ADAMTS4 AK4 BHLHE40 BNIP3 CNOT7 COPE CSRNP1 CTH CXCL3 ERO1A FAM162A FTH1 GBE1 HAX1 HELT HOXB9 IFI44 IL6 MAFF OAS3 PDK1 PGM1 PLEK PRKG2 PTGS2 RAMP3 RSAD2 SLPI SOCS3 UPP1 VLDLR GROSS_ELK3_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GROSS_ELK3_TARGETS_UP ABCG1 AMIGO2 APLN ARRB1 ASS1 BMP4 CAV1 CCN1 CCND1 CDC14A CNN2 CPD CPE CRYAB CXCL12 EDN1 F2R GPX1 HCK MYLIP NARS2 RAMP2 RRAS2 TCF7L1 TIMP2 TUBA1B ZMAT3 GROSS_HIF1A_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GROSS_HIF1A_TARGETS_DN ADM AK4 BNIP3 CAVIN2 ENO1 ERO1A FAM162A FST GAPDH GBE1 HELT JMJD6 KCNAB1 LDHB LGALS3 PDK1 PFKL PGK1 PGM1 PROKR1 RAMP3 RPL27 RPS6KC1 SOX2 TMPRSS11D TPI1 GROSS_HIF1A_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GROSS_HIF1A_TARGETS_UP C3 DDR2 F2R MAFB MRO TCF7L1 TLR2 GROSS_HYPOXIA_VIA_ELK3_AND_HIF1A_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GROSS_HYPOXIA_VIA_ELK3_AND_HIF1A_DN ACP1 AGRN AKAP8 AMD1 APLN ARL4C ATP1B3 BCL6B BMP4 CACNA1H CACYBP CAMKK2 CASP3 CCNB1 CCND1 CD276 CDC25A CDK2AP1 CDS2 CHN2 COL4A2 CPD DIDO1 DUSP7 ELOVL1 ELOVL6 ETS2 EXO1 F2R FAS FRRS1 FRZB G3BP1 GADD45G GART GATA2 GET1 GNA11 H2AJ H6PD HACD3 HOXB7 IFI30 IFIT1B IFNGR2 IL18 IL1R1 IRGM KPNA2 LGALS3BP LILRB4 LPCAT1 LSM2 LZTR1 MAP3K11 MAT2A MGAT2 MGAT4B MMP8 MOGS MYH9 NHERF1 NOTCH1 NRARP NSL1 PLEC PLXNA1 PMP22 PPAT PRPF19 PYCR2 RAD1 RAD23B RAPGEF3 RCC2 RRM2 RXRA SAC3D1 SEPHS2 SETD7 SGO1 SIGMAR1 SKIL SRSF1 SRSF10 SRSF2 SRSF5 SRSF7 SSBP3 SSH1 STXBP5 TARDBP TBC1D1 TEX30 TK2 TMEM176A TNRC6A TNS1 TOPBP1 TRIM21 TXNIP UBE2C USP46 ZMAT3 GROSS_HYPOXIA_VIA_ELK3_AND_HIF1A_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GROSS_HYPOXIA_VIA_ELK3_AND_HIF1A_UP ACAP2 AFG3L2 AIMP2 AK4 ALDH1L2 ANGPTL4 ANKRD1 ANXA2 APPL2 ARHGAP5 ARL6IP5 ARX ATF3 ATP7A BCL10 BNIP3 CAVIN3 CCN1 CCN2 CD44 CD93 CDC42EP3 CDC42SE1 CHIC2 CLCN5 CNOT7 CRTC3 CSRNP1 CYP21A2 CYRIB DDX39B DEPP1 DNAJB4 DUSP14 DUSP16 DUSP4 EDN1 EGR1 ENO2 ERRFI1 ETS1 FAM162A FOS FRMD6 GATA3 GBE1 GPRC5A GZF1 HBEGF HELT HIGD1A HILPDA HK2 HOMER1 IL13RA1 INSIG2 JAG1 JMJD1C JMJD6 KCTD11 KIF5A KLF4 KLF6 LHX9 LRP5 LXN MAGED1 MAP3K1 MAPK6 ME2 MERTK MPP2 MXD1 MXI1 NAGPA NAP1L1 NDRG1 NEDD4L NEDD9 NFKBIA NFKBIZ NOCT P4HA1 PALLD PDK1 PDPR PFKFB3 PGAM1 PGF PGK1 PHLDA1 PIM3 PLK2 PLPP3 PNRC1 PPP1R3B PPRC1 PRDX5 PSMC4 PTCH1 PTGER4 RARS1 RBPJ RCAN1 RCOR1 RGS16 RND1 RNGTT RORA RPS6KA5 RPS6KC1 RUSC2 SAT1 SDC4 SELENBP1 SERTAD2 SGK1 SIAH2 SLC19A1 SLC2A1 SLC37A4 SMOX SOAT1 SOX2 SPAST SPRY2 SPRY4 SRGN TCIM TGIF1 TM4SF1 TNC TPI1 TRAF6 VEGFA VHL VWA1 WSB1 XPNPEP1 ZBTB20 ZFP36 ZNF330 GROSS_HYPOXIA_VIA_ELK3_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GROSS_HYPOXIA_VIA_ELK3_DN ACAP2 ACBD3 ACSL4 ADIPOR2 ADM AFF1 AKAP12 ALDH1L2 ANGPTL6 ANKRD1 ANPEP APBA3 ASCC2 ASNS ATF1 ATF4 ATXN2L BCL10 BHLHE40 C3 CACNA1H CARS1 CAVIN3 CCN1 CCN2 CD44 CD93 CDC42EP3 CEBPB CHIC2 CSF3 CSRNP1 CTH CXCL10 CXCL3 CXCL6 DEPP1 DHRS9 DMP1 DUSP2 DUSP4 DZIP3 EDN1 EGR1 EHF ENO1 EPRS1 EPS15 ERO1A ERRFI1 ETS1 FBXO42 FGB FGD6 FOS FST GADD45A GBE1 GFUS GJA1 GSPT2 GZF1 HAX1 HBEGF HIGD1A HILPDA HOXB9 HSPA5 IFI16 IFRD1 IL13RA1 IL6 IRGM ITGA6 JAG1 JMJD1C KCTD11 KIF5A KLF4 KLF6 LAMP2 LHX9 LILRB4 MAP3K1 MMP8 MTHFD2 MYC MYH9 NDRG1 NEDD4L NEDD9 NFIL3 NFKBIA NOCT OAS2 PDLIM4 PDLIM5 PFKFB3 PIM3 PLEK PLK2 PNRC1 PPP1R15A PRDM2 PRDX5 PRKG2 PTBP3 PTGER4 PTGS2 RABGEF1 RAD23B RAD54B RAMP3 RARS1 RBPJ RCAN1 RIOK1 RND1 RPS6KA5 S100A8 SAMSN1 SAT1 SCAF11 SIAH2 SKIL SLC20A1 SLC2A1 SLC39A14 SLC7A11 SLPI SMOX SNORA28 SPRY2 SRGN TCIM TGIF1 THBD TIAM2 TM4SF1 TNC TRAF6 TRPS1 TSHZ1 TXNL1 UPP1 USP47 VANGL2 VEGFA VLDLR VWA1 XBP1 ZBTB20 ZFP36 ZNF330 ZNF398 GROSS_HYPOXIA_VIA_ELK3_ONLY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GROSS_HYPOXIA_VIA_ELK3_ONLY_DN ABCG1 AOX1 ARRB1 BRD3 CBX6 CDC25B CDKN2C CENPA CHEK2 CLDN15 CSF3 DOK4 EI24 EIF2AK2 FASN HOXD9 IGFBP4 KCP KIF23 LAMA5 LMO2 MAFB MAPK14 MARCKS MINPP1 MKNK2 NAV1 NCBP2 NDE1 NFIC NREP PALD1 PDRG1 PPARGC1B PXDN RACGAP1 S100A4 SIPA1 ST3GAL4 STMN1 TP53INP1 TRIM8 UBOX5 ZBTB14 GROSS_HYPOXIA_VIA_ELK3_ONLY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GROSS_HYPOXIA_VIA_ELK3_ONLY_UP ADM AKAP12 AMOTL2 APBA3 ASCC2 ATF4 CEBPB CH25H CLEC4E CXCL3 CXCL6 DHRS9 EGLN1 EGLN3 EPRS1 FST GADD45A GSPT2 HERPUD1 IL6 LCP1 NAIP NFIL3 PDLIM5 PGM1 PPP1R15A RABGEF1 RAPGEF2 RND3 SLC20A1 SLC7A11 SLPI SPAG9 THBD GROSS_HYPOXIA_VIA_ELK3_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GROSS_HYPOXIA_VIA_ELK3_UP AACS ABCG1 ACP1 ACTR1A AJUBA AK1 AKAP8 AMD1 AMOT AMOTL2 AOX1 APLN ARHGAP11A ARL4C ARL6IP1 ARL6IP4 ARPP19 ARRB1 ATOSB AXL BCL6B BCL7A BIRC5 BMP4 BRD3 CASP3 CAV2 CBFB CBX6 CCNA2 CCNB1 CCNB2 CCND1 CD276 CD81 CDC23 CDC25A CDC42SE1 CDCA5 CDK2AP1 CDKN2C CENPA CHN2 CHST12 COL4A2 CORO1C CPT1A CPT2 CREBL2 CRIP2 CRYAB CSF1 CTPS1 CXCL12 DBI DDIT4L DDX39B DOK4 DPP7 DTYMK DUSP7 EFNA5 EGLN1 EHD4 EI24 EIF1AX ELOVL6 ENG EXO1 F2R FAM89B FAS FASN FNBP1 FRZB GART GATA2 GET1 GNA11 GNAQ GPX1 GTF2E1 H2AJ H2AX H6PD HELLS HES1 HOXB7 HOXD8 HOXD9 HRAS IFNGR2 IGDCC3 INIP JPT1 KANK2 KDSR KIF20A KPNA2 LAMA5 LGALS3BP LPCAT1 MAP2K3 MAP3K11 MAPK14 MARCKS MAT2A MGAT2 MGAT4B MINPP1 MKNK2 MR1 MYO1C NAIP NAP1L1 NCAPD2 NCBP2 NDC80 NDE1 NDST2 NECTIN3 NEDD4 NFIC NHERF1 NHERF2 NOTCH1 NRARP NREP NSL1 PALD1 PARVA PATJ PBK PCMT1 PDCD4 PDRG1 PFN2 PGAM1 PHLDA3 PHLDB2 PIAS3 PKD1 PLEC PLXNA1 PMP22 POLA2 PPARGC1B PPM1F PPRC1 PRKAR2A PRKCH PTPRVP PWWP3A PYCR2 RACGAP1 RAMP2 RAPGEF3 RBM3 RCC2 RGS12 ROBO4 RPA2 RRAS2 RRM2 RXRA SAC3D1 SCD SEPHS1 SERINC3 SETD7 SF3A1 SIGMAR1 SKI SLC12A2 SLC19A2 SMO SPAG5 SPAST SRSF1 SRSF10 SRSF2 SRSF5 SRSF7 SSBP3 SSH1 ST3GAL4 STAB1 STMN1 STXBP5 TARDBP TFRC TIMP2 TNRC6A TNS1 TOPBP1 TP53INP1 TRIM21 TUBA1B TUBA1C TUBB4B TXNIP UBE2C UBOX5 ULK1 USP46 WBP1 ZBTB14 ZG16 ZMAT3 ZNF124 GROSS_HYPOXIA_VIA_HIF1A_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GROSS_HYPOXIA_VIA_HIF1A_DN ACAP2 ACER3 ADM ANKRD1 ARL6IP5 ARX ATP7A BHLHE40 BNIP3 CACNA1H CAPN1 CAV1 CAVIN3 CCN1 CCN2 CCSAP CDC42EP3 CMC4 CPD CSRNP1 CXCL12 DAP DEPP1 DMP1 DNAJC5 DUSP14 DUSP3 EDN1 EIF1B ENO1 ENO2 ERRFI1 FOS FOXG1 FOXO3 FST GADD45G GAPDH GBE1 GPRC5C GYS1 GZF1 HBEGF HIGD1A HILPDA IFNA4 IL18 INSIG2 IRX1 KIF5A KLF10 KLF4 KLHL2 LHX9 LLGL1 LMO7 LNPEP LRP5 LXN ME2 MERTK MINK1 MMP3 MMP8 MT1A MYH9 NFKBIA NOCT NPEPPS NPTX1 PDLIM4 PFKFB3 PGF PIM3 PNRC1 POLR2D POU6F1 PPL PPP1R9B PRDX5 PRPF19 PSMC4 RBPJL RPS6KA5 S100A13 SAMSN1 SELENBP1 SETX SGK1 SH3BP4 SHB SIK3 SKIL SLC2A1 SOAT1 SPRY2 SSX2IP TCIM TGIF1 TIAM2 TK2 TMPRSS11D TOMM40 TRAF3IP2 TRAF6 VEGFA VHL VWA1 ZFP36 ZNF143 GROSS_HYPOXIA_VIA_HIF1A_ONLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GROSS_HYPOXIA_VIA_HIF1A_ONLY AGL BHLHE40 CCNG2 CITED2 FGB MAFF SRA1 VLDLR GROSS_HYPOXIA_VIA_HIF1A_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GROSS_HYPOXIA_VIA_HIF1A_UP ACOX2 ACSL3 ACSL5 AKAP8 AMD1 AMPD2 BZW2 CACYBP CCN4 CCNH CCT3 CD276 CDC23 CHN2 CSF1 CTH CTPS1 DDX21 DDX39B ELOVL1 EXOSC1 F2R FRRS1 FRZB G3BP1 GART GET1 GTF2E1 H2AJ HACD3 HRAS HSF1 HSPD1 IMPACT KPNA2 LZTR1 MAP3K11 MAT2A MGAT2 MGAT4B MOGS NAP1L1 NDUFB8 NOP2 NOP56 NOP58 NSL1 NUDT3 PLXNA1 PPID PPRC1 PSMB5 RCC2 RCL1 RPL5 RRM2 SCAMP4 SHMT2 SIX4 SLC19A1 SLC1A4 SRM SRSF1 SRSF5 SRSF7 SSH1 TAF1D TARDBP TFRC TIMM9 TLR2 TNRC6A TRIM21 TSR1 UBE4B USP42 USP46 ZNF124 GRUETZMANN_PANCREATIC_CANCER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRUETZMANN_PANCREATIC_CANCER_DN ABCA3 ACADM ACO1 ACOX1 ACRV1 ACSM3 AEBP1 ALDH1A1 AMD1 ANXA4 AP1B1 APLP1 ARSA BCAT1 BCAT2 BTG1 C5 C6 CACNA2D1 CCL7 CCND2 CDO1 CELA2A CHRNA7 CLDN10 CLU CPA3 CRAT CRYAB CRYZ CTAG1B CTNND2 CXCL12 CXCL2 CYB5A CYBA DANCR DAP DDT DENND4A DMAC2L DMD DMPK DPEP1 DPP6 DRD2 DSTN EEF2 EIF3A EPHX2 ETV5 EVX1 F11 F12 FGL1 FKBP2 FLT3LG FXYD2 GALT GAMT GATD3 GATM GJB1 GOLGA4 GPC3 GPX3 GRB14 GRB7 GSTZ1 GTF3C1 GYPC H19 HDLBP HERPUD1 HHEX HNF1B HSD17B4 HTT HYOU1 ICA1 IGBP1 IL6ST IMPDH2 INSR ISG15 ITPRID2 ITSN2 JUN KANK1 KAT2B KCNAB1 KCNJ15 KCNJ4 KRAS LAMP1 LGALS2 LGALS8 LMAN1 LMF2 LOXL1 LSP1 LSS MAOA MAPK8IP2 MAPK9 MAT1A MAT2A MEST MKNK1 MST1 MT1B MT1X MXI1 MYC MYO1F NCOA1 NF2 NFIB NFKBIL1 NPY1R NR5A2 NRCAM NTRK2 NUCB1 NUCB2 ONECUT1 P4HB PABPC4 PAX6 PBX3 PCBD1 PCK2 PDE6G PDIA5 PEBP1 PEPD PEX1 PEX6 PHOX2B PPIF PPOX PPP2R1B PRDX4 PRKAR2B PRPSAP1 PSEN2 PTH1R PTP4A1 PTPRN PTPRN2 PWP1 RAF1 RARRES2 RBP1 RDX REG3A RFC1 RGN RNASE1 ROM1 RPL13 RPL17 RPL32 RPL7A RPS10 RPS24 RPS7 RPS9 SEC61B SEC62 SEL1L SERPINA5 SERPINA6 SGK1 SHC3 SLC1A4 SLC20A2 SLC25A3 SLC25A5 SLC33A1 SMAD4 SMPD1 SMPDL3A SNHG14 SRP54 SRPX SSR1 SSR4 TAF1 TMED10 TOB1 TOMM20 TRPV6 UBXN8 UGT2B15 WWP2 XBP1 YBX3 ZNF22 ZNF32 GRUETZMANN_PANCREATIC_CANCER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRUETZMANN_PANCREATIC_CANCER_UP ABCG1 ACOT7 ACVR1 ACYP1 ADAM10 ADAM9 ADSS2 AFAP1 AKAP1 AKAP12 ALDOC ALOX5 AMPD3 ANXA1 ANXA5 ANXA8 APLP2 APOC1 AREG ARHGAP1 ARHGDIA ARHGEF2 ARL4A ARL6IP1 ATF3 ATP1B3 ATP6AP1 BIRC3 BPTF BST1 BST2 BZW1 C2 CALD1 CASP1 CASP4 CAV1 CAV2 CBFB CBR1 CBX3 CCNA2 CCNG2 CD1C CD47 CD53 CD55 CD86 CD9 CDC25B CDH11 CDK7 CELF2 CENPF CETN2 CFLAR CHMP1A CKS1B CKS2 CLIC1 CLOCK CNN1 COL1A1 COL5A2 COPS8 CRABP2 CRIP2 CSE1L CSK CSNK1A1 CSTB CTPS1 CTSC CTSK CTSL CXCR4 CYFIP1 CYTH1 DGKA DGKD DHX8 DHX9 DLAT DLST DNAJA1 DNMT1 DOCK2 DPYD DPYSL3 DUSP5 DUSP6 DYNLT3 DYRK2 ECM1 EIF2AK2 EIF4G3 ELF4 EMP2 EMP3 ENO1 ENTPD1 EPS8 ETFB EVPL EXOSC7 FABP5 FAP FBLN2 FBN1 FCGR3A FLAD1 FLOT2 FN1 FOXF1 FOXK2 FYB1 FYN G3BP1 GABRE GADD45A GBP1 GBP2 GDI1 GEM GET3 GGT5 GK GLUD1 GM2A GNPDA1 GOLIM4 GPC1 GPI GPX1 GPX4 GRB2 GRN GSN-AS1 GUSBP11 H2AC18 H2BC21 HBA2 HCCS HLA-DRA HMGB2 HMGN4 HNRNPU HPGD IFI30 IFI44L IFITM2 IGFBP5 IL1RN IL4R INPP1 IQGAP1 IRS1 ISG20 ITGA2 ITGA3 ITGB1BP1 ITGB2 ITGB4 ITGB5 ITPR3 KCNK1 KDSR KLF4 KLF5 KRT13 KYNU LAD1 LAMA3 LAMA4 LAMP2 LAPTM5 LCN2 LCP1 LCP2 LDHA LGMN LMO4 LOXL2 LTBP1 LUM MAP4 MBOAT7 MCM3 MCM6 MELK MFSD10 MGP MKI67 MMD MMP11 MMP2 MMP9 MPHOSPH6 MPP3 MRPS12 MSMO1 MSN MX2 MYH10 MYH9 MYL12A MYL6B MYL9 MYLK NBL1 NCBP2 NDRG1 NDUFA9 NDUFB7 NID1 NMT1 NNMT NR1D1 NREP NSDHL NUP93 OAS1 P4HA1 PAK2 PARP4 PCLAF PCOLCE PDE1A PDGFRB PDIA2 PFN1 PGK1 PHB1 PIK3R4 PIP4K2B PKM PLAT PLAU PLAUR PLCG2 PLEC PLN PLOD2 PMP22 PNP POLB POSTN PPIG PPP1R8 PPP2R1A PPP3CA PRDX1 PRKACB PRKDC PRNP PRR13 PSG11 PSMA3 PSMA5 PSMB3 PSMC6 PSMD14 PSME3 PTGS1 PTGS2 PTPN12 PTPN9 PTPRC PUF60 PXDN PYGB PYGL R3HDM1 RAB2A RAB31 RAB5B RALB RALBP1 RAP1GAP RCN1 RFC4 RGS16 RHOA RHOG RIN1 S100A10 S100A11 S100P SCNN1A SDC1 SEC23A SELENOW SEM1 SEPTIN8 SERPINA1 SERPINE1 SERPINH1 SFN SHC1 SIDT2 SLBP SLC1A3 SLC2A1 SLPI SMAD3 SNRPA SNRPB2 SOD1 SORL1 SPARC SPINT2 SPTA1 SRGN SRI STAT1 STMN1 STOM SULT1C2 SUMO1 SUSD6 TANK TAP1 TBCB TFCP2 TFF1 TFF3 THBS2 TIAL1 TIMP3 TM9SF4 TMSB10 TNFAIP3 TNFAIP6 TOP1 TOP2A TRADD TRIM29 TRIP10 TSC22D1 TSN TSPO TUBA1A TUBB TUSC3 TXNRD1 UBE2C UGCG USP14 VCAN VDAC1 WASHC5 WNK1 WNT2 WNT5A XPO1 XRCC4 YWHAH YWHAZ ZMYND8 GRYDER_PAX3FOXO1_ENHANCERS_IN_TADS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRYDER_PAX3FOXO1_ENHANCERS_IN_TADS ABCD3 ABL1 ABRACL ACAD8 ACBD6 ACLY ACOX3 ACSL3 ACTB ACTC1 ACTG1 ACTR3C ACTR5 ACTR8 ACVR1 ACVR2A ACYP1 ADAM10 ADAM19 ADAMTS1 ADAMTS14 ADAMTS15 ADCY9 ADO AEBP2 AFAP1 AFAP1L2 AGAP1 AGPAT5 ALDH1A3 ALG13 ALK ALOX5AP ANK2 ANKRD13A ANKRD17 ANKS1A ANKS6 ANLN ANTXR2 AOPEP AP1B1 AP5M1 APBB2 APLF APMAP APP APPL1 AQR ARGLU1 ARHGAP12 ARHGAP15 ARHGAP26 ARHGAP29 ARHGEF10 ARHGEF3 ARID1A ARL14EP ARL4C ARL8B ARMC1 ARPC2 ASB13 ASB7 ASCC3 ASS1 ASTN2 ATAD2B ATE1 ATF3 ATF6 ATF7IP ATOH8 ATP1A3 ATP1B1 ATP2A2 ATP5IF1 ATP5MJ ATP6V1B2 ATP6V1D ATP6V1E1 ATP8B4 ATP9B ATPSCKMT ATRN ATXN1 AUTS2 B4GALNT3 BABAM1 BAIAP2 BBIP1 BCAR3 BCAT1 BCCIP BCHE BCL11A BCL2 BCOR BFAR BMERB1 BMP5 BRCA2 BRD8 BTAF1 BTD C10orf71 C11orf58 C18orf25 C1GALT1 C1orf131 C1orf43 C2orf69 C3orf70 C5orf15 C5orf22 CA11 CAAP1 CABLES1 CACUL1 CADM2 CALCRL CAND1 CAP1 CAPRIN1 CASK CASP9 CASQ2 CAV2 CBR1 CCDC3 CCNB2 CCNC CCND2 CCNY CCT5 CCZ1B CD81 CD82 CD9 CDC123 CDC42EP3 CDC5L CDC7 CDCA2 CDCA7 CDH13 CDH4 CDK14 CDK2AP1 CDK6 CDON CDYL CEBPG CEBPZ CELF2 CEP112 CEP128 CEP85 CEP85L CEP97 CGNL1 CGRRF1 CHCHD3 CHD2 CHD6 CHD7 CHST11 CHST15 CHST8 CHSY1 CITED2 CLASP1 CLCN5 CLINT1 CNOT2 CNTLN COA6 COBL COL18A1 COL4A1 COL4A2 COMMD10 COPA COPS3 COPS8 COX11 COX16 COX4I1 COX5A COX6C COX7A2L CPA5 CREBBP CRPPA CSE1L CSRNP2 CSRP1 CSTF2T CTDSP2 CTNNBL1 CTR9 CUL3 CUX1 CYRIA DAAM1 DAPK1 DARS1 DAZAP2 DBT DCAF5 DCLK1 DCP2 DCTD DDB1 DDOST DDX1 DDX10 DEAF1 DEK DHX32 DHX9 DICER1 DIS3 DIS3L DLG5 DMRT2 DNAJB6 DNAJC10 DNM3 DNTTIP2 DOCK10 DPF1 DPH5 DPY19L3 DPYSL3 DROSHA DTD1 DUSP1 DUSP12 DUSP6 DYRK2 ECHS1 ECI2 ECT2 EEF2K EFHD2 EFNA5 EID1 EIF3A EIF3B ELAPOR2 ELAVL2 ELMO1 ELP1 EMC1 ENAH ENC1 EPHB2 ERGIC1 ERH ERI1 ERICH1 ERLIN2 ERRFI1 ESYT2 ETAA1 ETNK1 ETV5 EWSR1 EXOSC2 EXOSC7 EXT2 EXTL3 EYA1 EYA2 EYA4 EZR F11R FAF1 FAM110B FAM136A FAM151B FAM174A FAM199X FAM217B FAM229B FAM81A FAM83D FAM89A FANCF FAR2 FARS2 FARSB FASTKD2 FAT1 FAU FBXL7 FBXO21 FBXO7 FCRLA FGF7 FGF8 FGFR2 FGFR4 FGGY FHIP1B FHIP2A FIP1L1 FLRT2 FOXF1 FOXK1 FOXN2 FOXO1 FOXP1 FRG1 FRMD8 FSCN1 FTO FUBP1 FUT10 FYN FZD8 GADD45A GALNT11 GALNT17 GALNT2 GART GAS1 GBF1 GDAP1 GDI2 GGA2 GINS2 GIT2 GLO1 GLRX5 GLUL GMPR GNA12 GNA13 GNAS GNAZ GNB5 GNG11 GNG12 GNL3L GNPAT GNPDA1 GOLGA7 GOPC GPC3 GPHN GPR107 GPR89B GRB10 GRN GSE1 GTF3A GXYLT2 HACL1 HAUS1 HDAC5 HDHD5 HECTD2 HELB HELLS HERC2 HMGCR HMGN2 HMGXB4 HNRNPA0 HNRNPA3 HNRNPAB HNRNPK HP1BP3 HPCAL1 HS1BP3 HS6ST2 HSBP1 HSPA4 HSPG2 HSPH1 HUNK IDH3A IER5 IFT81 IGF2 IGF2BP2 IGFBPL1 IL17RD IL1RAP IL4R ILK IMMT INKA2 INPP4B INPP5A INTS6 INVS IRS1 IRX1 ITGA1 ITGB1 ITGB8 ITPKB ITPR1 ITSN2 JAKMIP2 JARID2 JPT2 KANK1 KANK2 KANK4 KBTBD8 KCNMA1 KCNMB4 KCNN3 KCNS3 KCTD2 KHDRBS3 KIAA1217 KIAA1614 KIF5B KLF5 KLF9 KLHL29 KRCC1 KREMEN1 LAMB3 LAPTM4A LARP1B LARS2 LDLRAD3 LEPROTL1 LIMCH1 LIMD1 LMCD1 LMNB1 LMO4 LNPK LOXL2 LRIG1 LRIG3 LRPAP1 LRRC10B LRRFIP1 LRRFIP2 LYPLAL1 LZTS1 M6PR MACROH2A1 MAD1L1 MAF MAGED2 MAGI1 MAN1A2 MAN1C1 MAN2A1 MAP2K5 MAP3K2 MAP4K4 MAPK6 MAPK8 MARCKS MAT2A MBTPS2 MCC MCFD2 MCM2 MCM3 MDFI MDH2 MED13L MED9 MEDAG MEGF10 MEIS1 MEIS2 MEST MET METTL13 MEX3B MFSD2A MIF MIOS MIPEP MIS18A MLH1 MN1 MNAT1 MOCS2 MON2 MPHOSPH9 MRPL13 MRPL20 MRPL23 MRPS18C MRS2 MRTO4 MSH3 MSH6 MSI2 MSRB2 MSX2 MTA3 MTPAP MTREX MYC MYCN MYH14 MYH9 MYLIP MYO18A MYO18B MYO9A MYO9B MYOD1 N4BP2L2 N4BP3 NAA20 NACA NANS NAPG NAT10 NAV1 NAV2 NCAM1 NCAPG2 NCKAP1 NCOA1 NCOR2 NCS1 NDUFA12 NDUFA6 NDUFAB1 NDUFS1 NDUFS3 NDUFS4 NEDD1 NELL1 NFE2L2 NFIA NFIB NFYA NHEJ1 NHP2 NKAIN1 NLGN1 NOC3L NOG NOLC1 NOP10 NOS1 NOSIP NOTCH2 NPM1 NPM3 NR2F2 NR3C1 NRG1 NRN1 NRP2 NSDHL NSMCE1 NSUN6 NUDC NUF2 NUP160 NUP205 NUP62 NXT1 OAT OAZ1 OBSL1 ODC1 OLFML2B OLIG2 OPA1 OS9 OSBPL2 PABIR2 PACS1 PAFAH1B3 PALD1 PARD3 PARK7 PARM1 PARN PARP1 PARP4 PAX3 PBX1 PCBD1 PCCB PCM1 PCSK6 PDE4DIP PDGFC PDHB PDZRN3 PEBP1 PEG10 PEG3 PEMT PFDN2 PFDN4 PFN2 PGBD5 PGF PGM1 PGRMC2 PGS1 PHF12 PHF6 PHLDB2 PID1 PIGC PINX1 PIPOX PITPNB PITX2 PKM PKN2 PKNOX2 PKP1 PLAAT1 PLAC1 PLCE1 PLCG1 PLXNA1 PLXNA2 PMP22 PNO1 PNRC2 PODXL PODXL2 POFUT2 POGZ POLE3 POLR1D POLR1F POLR2D POLR2J POMP POMT2 PON2 POR PPCDC PPIF PPIL4 PPM1H PPP1R3B PPP4R2 PRCP PRDM12 PREX1 PRKAR1A PRKG1 PRKRIP1 PRKX PRMT3 PROX1 PRRC2B PRUNE2 PSD3 PSIP1 PSMB4 PSMB6 PSMD6 PSMD8 PTAR1 PTCD2 PTGFRN PTPN12 PTPRD PTS PTTG1IP PXDN QKI R3HDM2 RAD23B RAD51B RAD51C RAE1 RALA RANBP17 RAP2C RAPGEF1 RAPH1 RASA3 RASSF4 RBBP8 RBFOX1 RBL2 RBM20 RBM38 RBMS1 RBPJ RCHY1 RCN1 REPIN1 RERE REXO2 RFC3 RFC5 RGMA RGMB RGPD4 RGS17 RGS3 RHOQ RIMKLB RMI1 RNF11 RNF114 RNF145 RNF149 RNF181 RNF216 RNGTT RPF2 RPL23A RPS6KC1 RRAGA RRAGC RRM2B RRP15 RRP1B RSL1D1 RUNX1 RXRG SACS SAMD4A SARS1 SASH1 SATB2 SBF2 SCARB1 SCFD2 SDC1 SDC2 SDC3 SDE2 SDK1 SDK2 SEC61B SEL1L3 SELENON SELENOW SEMA6A SENP2 SERP1 SERPINE2 SERTAD2 SETBP1 SETD3 SETD7 SETMAR SETX SF3A3 SF3B2 SF3B5 SFMBT2 SFT2D2 SFXN1 SGMS1 SH3BGR SHB SHC1 SHISA2 SIK1 SIPA1L1 SKA2 SKP2 SLC16A10 SLC16A2 SLC24A3 SLC25A26 SLC2A10 SLC38A1 SLC38A10 SLC38A2 SLC38A6 SLC38A9 SLC46A3 SLC4A2 SLC7A1 SLC7A2 SLIRP SLX9 SMARCA2 SMARCA4 SMARCB1 SMC5 SMPDL3A SMS SNN SNRNP40 SNRPC SNRPD3 SNTB1 SNX19 SNX29 SNX9 SOCS3 SOD1 SORCS1 SOX4 SOX6 SOX8 SP3 SPATA13 SPATS2 SPATS2L SPDL1 SPICE1 SPIN2B SPOCK3 SPRY1 SPRY4 SPSB4 SRD5A3 SRGAP2C SRP9 SRSF10 SRSF5 SRSF6 SSB SSH2 SSU72 ST3GAL4 ST6GAL2 ST6GALNAC3 STAG1 STARD13 STAT3 STC1 STC2 STIM2 STK24 STMP1 STOML1 STX11 STX16 STX8 STXBP5 STXBP6 SUCLG2 SUDS3 SULF2 SUMF1 SUMO2 SVIL SYNDIG1 SYNE3 SYTL3 TAB2 TAGLN3 TANK TBC1D1 TBC1D2B TBCA TBCD TBL1XR1 TBX15 TCF12 TCF20 TCF7L1 TCF7L2 TENM3 TENT5A TEX10 TEX261 TFAP2B TFPI TGOLN2 THAP1 THEMIS2 THSD4 TIMM9 TLE1 TLE3 TLE5 TM2D1 TM2D3 TMBIM4 TMCC3 TMEM123 TMEM131L TMEM165 TMEM177 TNFAIP3 TNFRSF10B TNFRSF19 TNFRSF21 TNKS2 TNNT2 TNPO1 TNS3 TOM1 TOP1 TOP2A TOR1AIP2 TOX3 TPP2 TPST1 TPX2 TRA2B TRAM2 TRAP1 TRIM32 TRIM44 TRIM45 TRIO TRIQK TSC22D2 TSHZ3 TSPAN3 TSPAN7 TSPAN9 TTC12 TTC28 TTI1 TTK TTLL7 TUBA4A TUT7 TVP23C TXNRD1 UBAC2 UBE2E2 UBE2G1 UBE2G2 UBE2J1 UBL7 UBR3 UCHL1 UGCG UQCC4 UQCR10 UQCRC2 USP1 USP15 VANGL2 VAPA VASH2 VAX2 VDAC1 VDAC3 VGLL3 VIM VIPR2 VLDLR VMA21 VPS13B VPS4B VRK1 VSTM4 VTI1A WARS1 WDFY3 WDR1 WDR11 WDR27 WDR43 WDR45B WEE1 WIPI2 WNK1 WNT5B WSB2 WSCD1 WWOX XPO7 XRN1 YAE1 YIPF5 YWHAZ ZC3H13 ZCCHC9 ZDHHC21 ZDHHC6 ZEB2 ZFAND3 ZFP36L1 ZFYVE16 ZIM2 ZMIZ1 ZNF18 ZNF217 ZNF264 ZNF330 ZNF331 ZNF420 ZNF483 ZNF488 ZNF568 ZNF57 ZNF622 ZNF644 ZNF664 ZNF71 ZNF75D ZNF77 ZNF804A ZNG1A ZW10 ZXDB ZZEF1 GRYDER_PAX3FOXO1_ENHANCERS_KO_DOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRYDER_PAX3FOXO1_ENHANCERS_KO_DOWN ABRACL ACSL3 ACTB ACTG1 ACTR3C ACVR1 ADAM10 ADAMTS14 ADAMTS15 AGPAT5 ALDH1A3 ALK ANK2 ANKRD13A ANLN AOPEP AP1B1 APBB2 APP APPL1 ARHGAP12 ARHGAP26 ARHGEF10 ARHGEF3 ARID1A ARL4C ARL8B ARPC2 ASB7 ASCC3 ASS1 ATF3 ATP1A3 ATP2A2 ATP8B4 ATRN AUTS2 BABAM1 BBIP1 BCHE BCL11A BCL2 BCOR BFAR BMERB1 BMP5 BTD C10orf71 C1GALT1 C3orf70 C5orf15 CA11 CABLES1 CACUL1 CAND1 CAP1 CAPRIN1 CASK CCDC3 CCNC CCND2 CD81 CD9 CDC123 CDH4 CDK14 CDON CEBPG CEBPZ CELF2 CGRRF1 CHST15 CHST8 CHSY1 CLINT1 CNOT2 COL4A1 COL4A2 COPS8 COX11 COX16 CPA5 CRPPA CSRNP2 CSRP1 CTDSP2 CYRIA DAAM1 DAPK1 DBT DCTD DEAF1 DHX32 DICER1 DIS3L DLG5 DMRT2 DNAJC10 DNM3 DOCK10 DPYSL3 DTD1 DUSP6 DYRK2 EFHD2 EFNA5 EID1 ELAPOR2 ELMO1 ENC1 EPHB2 ERGIC1 ERLIN2 ERRFI1 ETAA1 ETNK1 ETV5 EXOSC2 EXT2 EXTL3 EYA1 EYA2 FAM151B FAM199X FAM217B FAM81A FAM89A FANCF FAT1 FBXO21 FBXO7 FCRLA FGF8 FGFR2 FGGY FHIP2A FOXF1 FOXK1 FSCN1 FUT10 GADD45A GALNT17 GALNT2 GART GAS1 GIT2 GLO1 GLRX5 GNAZ GNB5 GNG12 GOLGA7 GPHN GPR107 GTF3A GXYLT2 HACL1 HELB HNRNPA3 HNRNPK HS1BP3 HS6ST2 HSBP1 HSPA4 HSPH1 HUNK IFT81 IL17RD IL4R IRX1 ITGB8 ITPKB JAKMIP2 JARID2 JPT2 KANK4 KBTBD8 KCNMB4 KCNN3 KCNS3 KHDRBS3 KIAA1614 KIF5B KLF9 KRCC1 LAMB3 LDLRAD3 LEPROTL1 LIMCH1 LMNB1 LMO4 LOXL2 LRIG3 LRRC10B LRRFIP2 M6PR MACROH2A1 MAF MAGED2 MAN1C1 MAP4K4 MAPK8 MCC MDFI MDH2 MEDAG MEIS1 MEIS2 MEST MET METTL13 MFSD2A MIF MIOS MIPEP MN1 MOCS2 MSH3 MSH6 MSI2 MTPAP MYCN MYH9 N4BP3 NAA20 NAPG NAV1 NAV2 NELL1 NFE2L2 NFYA NHP2 NKAIN1 NLGN1 NOG NOLC1 NOS1 NOTCH2 NPM3 NR2F2 NR3C1 NRG1 NRN1 NRP2 NUP205 NXT1 OAT PACS1 PAFAH1B3 PALD1 PARM1 PARP1 PARP4 PAX3 PBX1 PCBD1 PCCB PCSK6 PDHB PEG10 PEG3 PFN2 PGF PGRMC2 PGS1 PHLDB2 PID1 PIGC PIPOX PITX2 PKN2 PKP1 PLCE1 PLCG1 PNO1 PODXL POLE3 POLR1D POMT2 PON2 PPCDC PPM1H PPP1R3B PPP4R2 PRDM12 PRKAR1A PRKG1 PRMT3 PROX1 PRUNE2 PSIP1 PTCD2 PTPN12 PTTG1IP PXDN QKI RAPGEF1 RAPH1 RBBP8 RBPJ RCN1 REPIN1 RFC3 RGMA RGPD4 RGS17 RHOQ RIMKLB RNF11 RNF145 RNF216 RNGTT RPL23A RRAGA RRP15 RRP1B RUNX1 SATB2 SBF2 SCARB1 SDC1 SDC2 SDC3 SDK1 SEL1L3 SELENON SEMA6A SENP2 SERP1 SERPINE2 SETBP1 SF3A3 SF3B5 SFMBT2 SFXN1 SGMS1 SH3BGR SHC1 SIK1 SIPA1L1 SKP2 SLC16A10 SLC25A26 SLC38A1 SLC38A10 SLC38A9 SLC46A3 SLC7A2 SMARCA2 SMARCB1 SMPDL3A SNX9 SOCS3 SOD1 SORCS1 SPATS2 SPATS2L SPICE1 SPIN2B SPOCK3 SRD5A3 SRSF6 SSU72 ST6GALNAC3 STAT3 STC1 STK24 STMP1 STX11 STX8 SULF2 SUMF1 SYTL3 TBC1D2B TBCD TBX15 TCF20 TCF7L1 TENM3 TEX10 TFAP2B THAP1 THEMIS2 THSD4 TLE5 TMBIM4 TMEM165 TMEM177 TNFAIP3 TNFRSF10B TNFRSF21 TNS3 TPST1 TRAM2 TRAP1 TRIQK TSC22D2 TSHZ3 TSPAN9 TUT7 UBE2E2 UBE2G1 UBE2J1 UBL7 UGCG USP1 VANGL2 VAPA VDAC1 VIM VIPR2 VRK1 VTI1A WARS1 WDFY3 WDR11 WNK1 WSCD1 XRN1 YWHAZ ZC3H13 ZDHHC21 ZDHHC6 ZIM2 ZMIZ1 ZNF217 ZNF264 ZNF331 ZNF420 ZNF483 ZNF568 ZNF57 ZNF644 ZNF664 ZNF77 ZNF804A ZW10 ZXDB GRYDER_PAX3FOXO1_TOP_ENHANCERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRYDER_PAX3FOXO1_TOP_ENHANCERS ACOX3 ACTB ACTG1 ACTR8 ACYP1 ADAM10 ADAM19 ADAMTS14 ADCY9 AGPAT5 ALDH1A3 ALK ALOX5AP ANKRD13A ANLN AOPEP AP1B1 APBB2 APLF APP APPL1 ARHGAP26 ARHGEF10 ARHGEF3 ARL4C ARPC2 ASB13 ASS1 ATF3 ATF6 ATF7IP ATOH8 ATP5MJ ATP6V1E1 ATP9B AUTS2 BABAM1 BBIP1 BCAR3 BCL2 BCOR BFAR BMERB1 BRCA2 BTAF1 BTD C18orf25 CA11 CABLES1 CADM2 CAND1 CAP1 CASP9 CCDC3 CD9 CDC123 CDC42EP3 CDC5L CDK14 CDK2AP1 CDON CEBPZ CELF2 CEP128 CGNL1 CGRRF1 CHCHD3 CHD6 CHD7 CHST11 CHST15 CHSY1 CLASP1 CLINT1 CNOT2 COA6 COBL COL4A1 COMMD10 COPA COPS3 COX5A COX7A2L CPA5 CREBBP CSRP1 CSTF2T CTNNBL1 CYRIA DAPK1 DARS1 DBT DCP2 DDB1 DDOST DDX1 DMRT2 DNTTIP2 DPF1 DPH5 DPY19L3 DTD1 ECI2 ECT2 EEF2K EFHD2 EIF3B ELMO1 ELP1 ENAH ERI1 ERICH1 ERLIN2 ERRFI1 ESYT2 EWSR1 EXTL3 EYA2 FAM136A FAM174A FAM83D FASTKD2 FAT1 FBXO21 FGGY FIP1L1 FOXN2 FSCN1 FUT10 FYN GALNT11 GALNT17 GALNT2 GART GAS1 GBF1 GDAP1 GDI2 GGA2 GINS2 GIT2 GLO1 GMPR GNAS GNG11 GNL3L GPR107 GPR89B GRB10 GRN GSE1 HACL1 HAUS1 HDAC5 HDHD5 HECTD2 HELB HMGXB4 HNRNPK HP1BP3 HS1BP3 HSPG2 HSPH1 IDH3A IER5 IGF2 IGFBPL1 IL17RD IL4R IMMT INKA2 INPP4B ITGB1 ITPKB ITSN2 JARID2 KANK1 KANK4 KCNS3 KCTD2 KIAA1614 KREMEN1 LAMB3 LAPTM4A LEPROTL1 LIMCH1 LRIG1 LRPAP1 LRRC10B LRRFIP2 M6PR MAGED2 MAGI1 MAN1A2 MAN1C1 MAP3K2 MAT2A MCC MCFD2 MCM2 MCM3 MDH2 MED13L MEDAG MEST MFSD2A MIF MLH1 MN1 MNAT1 MON2 MPHOSPH9 MRPL20 MRPL23 MRS2 MSH6 MSI2 MTREX MYCN MYLIP MYO18B MYO9B MYOD1 N4BP2L2 NAA20 NACA NCAPG2 NCOA1 NCOR2 NDUFA12 NDUFAB1 NDUFS1 NDUFS3 NFIB NOLC1 NOSIP NOTCH2 NR3C1 NRG1 NSMCE1 NUP160 NXT1 OAT OLFML2B OLIG2 OPA1 OS9 OSBPL2 PALD1 PARD3 PARK7 PARN PARP1 PCBD1 PDHB PDZRN3 PEBP1 PEG10 PEG3 PEMT PFDN4 PFN2 PGBD5 PGF PGS1 PINX1 PIPOX PKNOX2 PKP1 PLAAT1 PLXNA2 PNO1 PODXL PODXL2 POLR2D POMT2 PON2 POR PPM1H PPP1R3B PRCP PRDM12 PREX1 PRKG1 PROX1 PSD3 PSMB6 PSMD8 PTCD2 PTPN12 PTTG1IP PXDN QKI R3HDM2 RAD23B RAD51B RAD51C RAPGEF1 RAPH1 RASA3 RASSF4 RBBP8 RBFOX1 RBM20 RBM38 RBMS1 RBPJ RCN1 RERE RHOQ RIMKLB RMI1 RNF114 RNF145 RNF181 RNF216 RPL23A RPS6KC1 RRAGA RRAGC RRM2B RRP1B RSL1D1 SACS SAMD4A SARS1 SASH1 SCARB1 SCFD2 SDC1 SDC2 SDE2 SELENON SEMA6A SERP1 SETD7 SETX SF3A3 SFXN1 SHB SIK1 SKA2 SLC24A3 SLC38A1 SLC38A10 SLC38A2 SLC38A6 SLC38A9 SLC7A1 SLIRP SMPDL3A SNRPD3 SNTB1 SNX29 SNX9 SOX4 SPATS2L SPRY1 SPSB4 SRP9 SSU72 ST6GAL2 STARD13 STIM2 STK24 STOML1 STX16 SUDS3 SULF2 SUMO2 TANK TBC1D2B TBCA TBCD TBL1XR1 TBX15 TCF12 TCF7L1 TCF7L2 TENT5A TEX261 TFAP2B TGOLN2 THAP1 TLE1 TLE3 TMBIM4 TMCC3 TMEM131L TMEM177 TNKS2 TNNT2 TNPO1 TNS3 TOM1 TOP2A TPX2 TRAM2 TRAP1 TRIM45 TSC22D2 TSHZ3 TSPAN7 TTI1 TTK TUT7 TXNRD1 UBAC2 UBE2G1 UBE2G2 UBL7 UCHL1 UQCR10 UQCRC2 USP1 USP15 VANGL2 VASH2 VAX2 VDAC3 VIPR2 VPS4B VTI1A WDR43 WDR45B WIPI2 WSCD1 XRN1 YIPF5 YWHAZ ZDHHC6 ZEB2 ZFP36L1 ZIM2 ZNF217 ZNF264 ZNF330 ZNF331 ZNF664 ZNG1A ZZEF1 GUENTHER_GROWTH_SPHERICAL_VS_ADHERENT_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GUENTHER_GROWTH_SPHERICAL_VS_ADHERENT_DN ANXA5 CASP1 CAV1 CCND3 CD44 CD46 CD59 COL18A1 CTSD FN1 GAA IL13RA1 ITGB1 MEIS3P1 MET MVP NQO1 NR3C1 NRP1 PLAUR PRKCD PRSS23 PXN TGFB2 TGFBR2 VCL GUENTHER_GROWTH_SPHERICAL_VS_ADHERENT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GUENTHER_GROWTH_SPHERICAL_VS_ADHERENT_UP ADGRB1 ADGRB2 ADGRG1 ADGRL3 CCND2 CELSR2 CRMP1 CSPG5 DLL3 GRIA2 HES5 HES6 MAGED4B MAP2 METRN NES OLIG1 OLIG2 PCSK1N PTPRZ1 SHC3 VANGL2 GUILLAUMOND_KLF10_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GUILLAUMOND_KLF10_TARGETS_DN AACS AK3 AQP9 CD36 CHPT1 CLEC4F CTNNB1 CTSS CYB5R3 DERL2 ELOVL5 ENPEP GPD1 OGT OIT3 OSTC PAPSS2 PSME4 RCAN1 RPL7L1 RTN4 SEC61A1 SLC2A2 SLCO1B3 SRSF3 TMSB4X TXNIP UGT3A2 VMP1 VNN1 GUILLAUMOND_KLF10_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GUILLAUMOND_KLF10_TARGETS_UP ADAMTS8 ADISSP ALDH18A1 ASNS ATP8A1 CADM3 CCKBR CCR2 CD320 CELSR2 COL16A1 CPT1A DAG1 DERL1 DNAJC18 FEN1 FGL1 GPR85 IL1F10 IL2RB ITGA4 KIFC2 LASP1 LCN2 LPL MOXD1 MT1A MT2A NDRG1 NNMT NNT PCK1 RDH12 RGS5 RSRP1 SAA1 SAA2 SCARA5 SERPINE2 SLC22A7 SLC25A30 STEAP1 STOM SV2A SYT11 TFAP2C TFF3 UGT2B28 WDFY1 YWHAZ GUO_HEX_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GUO_HEX_TARGETS_DN ACP1 ACTB ACTC1 ADAM19 ANGPT2 ARL6IP5 BCL6B BMP2K BRK1 C17orf49 CAVIN1 CD93 CLDN5 CREG1 CSNK2A1 DAXX DCTPP1 ELL2 ENG EPB42 F10 FLT4 FMO1 FXN GATA1 GDAP2 GFI1B GSTK1 GSTM1 HBA2 HBB IFITM3 IGF1 JKAMP KIFC1 KLF1 KPNA1 LIG1 LMNB1 LPL MBP MEA1 MED1 MRPL58 NET1 NFATC1 PIP4K2C POLR2J PSME1 PTTG1 RALY RAMP2 REEP6 RHAG RNF149 SAR1B SHE SLC39A8 SLC4A1 SMIM1 SOX18 STAB1 TFPI TLCD4 TMED4 TOM1L1 GUO_HEX_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GUO_HEX_TARGETS_UP ABCD4 AGFG1 AKAP12 AKAP8 AKTIP ARSA ATP6V1A ATXN2 BMP4 BPNT2 CALM3 CD2BP2 CD59 CD99 CIC CMTM6 DHX36 DIAPH2 EFNA2 EFNA3 ELOVL6 ENPP5 ENY2 EPHA4 ERF EXT1 FBLN2 FGD1 FZD4 GLG1 GNG3 GRIK5 HOXD1 IGF1R IQGAP1 ISLR KDM6A KLF7 LIFR LUC7L2 MAGEL2 MARK2 MTF2 NAA15 NDN NNAT NRP1 PCGF2 PCM1 PGF POU2F1 PTEN PTPN1 PTPN13 PURA REST RRAGD RTN1 SATB1 SFRP2 SLC6A6 SMARCC1 SOX11 SP1 SPG21 SRSF7 STIL TBL1X TBX3 TES UBE3A URM1 VEGFA WDR26 WWC2 WWTR1 ZFHX3 ZNF322 GUO_TARGETS_OF_IRS1_AND_IRS2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GUO_TARGETS_OF_IRS1_AND_IRS2 ABCB4 ABCG5 ABCG8 ACACA ACAT2 ACTB AFF4 AGTR1 ARHGAP5 ATXN2 BCL3 BYSL CACYBP CASP6 CCNI CDC34 CDIP1 CEBPB CPT1A CRYBG1 CTPS1 CTSV CYP51A1 DHCR24 DHCR7 DKC1 DNAJA1 DNAJB2 ECI2 ELK4 FDFT1 FDPS FUS G6PC1 GALNT2 GCH1 GCK GEMIN2 GFRA1 GK GNE GNS GRN HMGA1 HMGCR HSP90AA1 HSPH1 IFI35 IGFBP1 IL6R INSR KLF9 LBHD1 LPP LSS MOGS MSMO1 MVD MVK MXI1 NFE2 NIPBL NR1I2 NSDHL NUDT4 NUDT7 PCBP4 PCK1 PCSK9 PDE7B PITPNC1 PPARGC1A PPARGC1B PPM1A PPP1R3B PPP3CA PROK1 RBL2 RBM39 RBMS1 RBPMS RCAN1 RND1 SC5D SCARB1 SGK2 SIRT3 SLC7A2 SQLE SYT1 TAOK3 TAT TM4SF4 TNFRSF1B TUBB TUBB4B GUTIERREZ_CHRONIC_LYMPHOCYTIC_LEUKEMIA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GUTIERREZ_CHRONIC_LYMPHOCYTIC_LEUKEMIA_DN ABCA6 ABR AGPAT5 ALDH3A2 APOBEC3G ATXN1 C11orf80 CCDC88A CCR7 CDK14 CELSR1 COL9A2 COL9A3 DBI DNMBP DPEP2 FCER2 FCMR FILIP1L FMOD FRY GBP2 GCLC HIVEP2 ID3 IGSF3 INPP5F KCNN4 LCK LEF1 LPP MAP3K5 MARS1 NEK3 NOSIP PBX3 PDGFD PEBP1 PGGHG PNMA1 PTPN22 PTPRO RAPGEF3 ROR1 RUBCNL RXRA SFMBT1 SPATS2L SPOCK2 SYT17 TRAC TTN VAMP1 VASH1 WARS1 ZFP64 GUTIERREZ_CHRONIC_LYMPHOCYTIC_LEUKEMIA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GUTIERREZ_CHRONIC_LYMPHOCYTIC_LEUKEMIA_UP CD1C CYBB GLRX IQSEC1 ITGA4 JCHAIN LPIN1 MS4A1 P2RX5 PLXNC1 PRKACB SMAGP GUTIERREZ_MULTIPLE_MYELOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GUTIERREZ_MULTIPLE_MYELOMA_UP ALG8 ANKHD1 ARF1 ATP6V0E1 BTBD3 BUD23 CANX CD47 CNIH1 COX7C CSDE1 DCTD EID1 EMC7 ETF1 HNRNPK IFI6 ILF2 MORF4L1 MX1 PSENEN PTP4A1 RHEBP1 RHOB SELENOP SELENOT SEPTIN10 SRP72 SSR3 SUCLG2 TAF9 UQCRFS1 VDAC1 VDAC2 YKT6 YWHAZ GUTIERREZ_WALDENSTROEMS_MACROGLOBULINEMIA_1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GUTIERREZ_WALDENSTROEMS_MACROGLOBULINEMIA_1_DN DUSP1 FOSB GPR183 HCK IL6 NR4A2 S100A8 TENT5C TNFRSF13B GUTIERREZ_WALDENSTROEMS_MACROGLOBULINEMIA_1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GUTIERREZ_WALDENSTROEMS_MACROGLOBULINEMIA_1_UP ABCB1 ABCB4 ADAM28 ADARB1 APLP2 BACH2 GABBR1 IL4R ITPR1 SESN1 GUTIERREZ_WALDENSTROEMS_MACROGLOBULINEMIA_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GUTIERREZ_WALDENSTROEMS_MACROGLOBULINEMIA_2 CLC CPA3 DEK GPR183 HLA-DMA HLA-DPA1 HLA-DRB1 HMGB1 IGLV2-14 MS4A3 MYB RNASE2 SYK GU_PDEF_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GU_PDEF_TARGETS_DN CDH1 CDH20 CDH3 EIF1AX EIF2B2 EIF3C FOXA1 FOXC1 FOXO1 FOXO3 FZD10 FZD5 HNF1A INHBB ITGB4 ITGB6 ITGB8 KRT18 KRT19 KRT3 KRT33A KRT34 KRT6A KRT6B KRT6C KRT7 KRT75 KRT8 KRTAP9-9 NKX2-5 PARVA PI4KB PIK3CB PIK3R3 PIK3R4 PIP4K2C SMURF1 TGFB2 THBS1 VEGFC GU_PDEF_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GU_PDEF_TARGETS_UP BMP2 CCN2 CDH11 CDH18 CDH2 COL13A1 COL16A1 COL1A1 COL4A1 COL4A2 COL4A5 COL4A6 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 DKK3 DOCK1 DOCK10 DOCK4 FN1 FZD1 FZD4 FZD8 HDAC1 HIF1A ITGA3 ITGA5 ITGA6 LAMB2 LAMC1 LAMC2 LEF1 MAP4K4 MAPK9 MAPKAPK2 MAPKBP1 PIK3C3 PIK3CD PLCB4 PLCE1 PLCG1 PRKCA PTK2 RAC2 RAC3 SDC1 SDC2 SERPINA1 SERPINB3 SERPINB7 SERPIND1 SERPINE1 SERPINI1 SMAD1 SMAD2 SMAD3 SMAD4 SNAI2 TCF3 TCF4 TGFB1 TGFBI TNC VEGFA VEGFB VIM WIPF1 WNT5A ZEB1 GYORFFY_DOXORUBICIN_RESISTANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GYORFFY_DOXORUBICIN_RESISTANCE ABCB1 ADAMTS1 ADD2 ANGPT1 AP4E1 BACE1 BBS12 BMP2 BMP7 BRWD1 CISH CMPK1 CRYBG2 CST1 CYP27A1 FAAH FAT4 FLJ38576 FMO2 FOXJ1 GJA5 HS3ST1 KRT40 LIMA1 MCPH1 NAV2 NSG2 P2RY6 PSG4 PTPRH SLC38A2 SNTB1 STMN2 THEG5 TIMP2 TRG-AS1 TXNDC17 TYMP ZNF503 GYORFFY_MITOXANTRONE_RESISTANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GYORFFY_MITOXANTRONE_RESISTANCE AMOTL1 CASC3 CASR CPSF6 CYP4F11 DOCK2 ELAVL4 ELOVL5 EPB41L2 IFNGR1 IRX1 KLHL35 LAMA2 LEMD2 LIN7A LINC00944 MAFF NLRP2 OSTM1 PHACTR2 POPDC3 PPP1R3F PTPN5 RASSF8 RRAGD SDCBP2 SFRP4 SLC33A1 SYTL2 TENM2 TNFAIP3 TOP2A TSHZ1 WDR26 WWC3 HADDAD_B_LYMPHOCYTE_PROGENITOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HADDAD_B_LYMPHOCYTE_PROGENITOR ABCG2 ADGRA3 AEBP1 AGFG1 AK1 AKAP12 ALDH5A1 ALOX5 ANAPC5 ANKRD10 AP1B1 ARAP2 ARHGEF7 ARID5B ARPP21 ATAD2B ATM ATR AUTS2 BACH2 BANK1 BARD1 BLK BLNK BTG1 BTG2 BTN2A1 C6orf62 CACNB3 CALM1 CAPN3 CAV1 CCDC81 CD19 CD22 CD24 CD24P2 CD24P4 CD27 CD69 CD72 CD79A CD79B CD9 CDK13 CDKN1B CDKN2C CEP135 CHD7 CHST15 CIITA CITED2 COBL COL5A1 CORO2B CRIM1 CSGALNACT1 CSH1 CTBP2 CXCR4 CYFIP2 DACT1 DBN1 DCK DCP2 DDR1 DDX3Y DEPP1 DLEU2 DNAJB14 DNASE2B DNTT DUSP26 DYRK2 E2F5 EDEM1 EFHC1 EFNB2 EIF1AY EIF2AK3 ELF2 ELK3 ELL3 ENTPD4 EZR FAM171A1 FAM193B FCMR FHIT FJX1 FMR1 FOXO1 GABPB1-IT1 GADD45G GH1 GLRX GNG7 GPM6B GSAP GSDMB GUSBP11 H1-2 H1-4 H2AC16 H2AC6 H2BC10 H2BC5 H2BC7 H2BC9 H3C10 H3C4 H4C2 H4C8 HCP5 HIP1R HLA-DRB4 HLA-F HMCES HMGB2 HMHB1 HPS4 HRK HS3ST1 ID3 IGF2R IGLC2 IGLL1 IL7R ING1 IRAG2 IRF2 IRF4 IRS2 ISG20 ITPR1 JADE2 JMJD1C JUN KAT2B KCNJ2 KDM5D KIF13A KMT2A KMT5B LAPTM5 LBH LDLRAD4 LEF1 LILRA2 LILRB2 LMF1 LOC100505915 LONP2 LRIG1 LRP2BP MAGED4B MAP4K4 MDM1 MEF2A MEF2C MICU2 MLXIP MME MOG MPPED2 MS4A1 MSANTD2 MSX1 MYLK MZB1 N4BP2L2 NEIL1 NID2 NPY NSMF OR7A5 P2RX5 P2RY14 P4HA2 PAX5 PCBP2 PCDH9 PCNA PDS5B PIK3CD PKD2 PKN2 PLEKHF2 PLXNA1 PLXNA2 PNISR POU2AF1 POU4F1 PPFIBP1 PPM1A PPM1B PPP3CC PRDM2 PSD3 PSPC1 PTPRE PTPRK PVRIG PXDN QRSL1 RAD52 RAG1 RAG2 RASGRP1 RASL10A RB1 RB1CC1 RBM6 RCBTB1 RETREG1 REXO2 RFC5 RHOB RIMS3 RNFT2 RRM2 RUBCNL SCHIP1 SCN3A SECISBP2L SEMA6A SH3TC1 SIAH2 SLC35D1 SMAD1 SMARCA4 SNN SNTB2 SNX2 SOCS2 SOD2 SPANXA1 SPPL2B SPTA1 SSBP2 STAG3 STK38 SYNE3 TASOR2 TCF3 TCF4 TCL1A TCL1B TCL6 TGIF1 TIA1 TLE1 TLE4 TMCC1 TMEM131L TMEM243 TOB1 TOP2A TOP2B TPD52 TRIB2 TRIM38 TSPAN14 TTC13 TTTY14 TUBA4A TXLNGY UGCG USP34 UXS1 VAMP1 VDAC1 VPREB1 VPREB3 VPS13A VSIG10 WASHC4 WFS1 ZBTB10 ZFP36L1 ZFYVE16 ZHX2 ZMYM2 ZMYM5 ZNF107 ZNF135 ZNF160 ZNF177 ZNF423 ZSCAN16 HADDAD_T_LYMPHOCYTE_AND_NK_PROGENITOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HADDAD_T_LYMPHOCYTE_AND_NK_PROGENITOR_DN ACSL4 ARHGEF10 AZU1 BLNK CCL3 CCR7 CCR9 CD24 CD7 CDC20 CEBPD CFD CRIP1 CSF1R CST7 CSTA CTSG DNTT ELANE F13A1 G0S2 GPR183 HAL HCK HGF IL6R IL7R IRF8 ITGB7 JCHAIN KIF15 LEF1 LGALS1 LGMN LTB LY86 LYZ MCM4 MME MPO MS4A3 MS4A6A NPTX2 NRXN2 PALLD PLEK PRTN3 RAB31 RNASE6 RRM2 S100A8 SCN3A SERPINF1 SLC2A5 SPON1 TNF TRAF4 TRGC1 TRIB2 TSPOAP1 TYROBP VCAN VPREB1 ZWINT HADDAD_T_LYMPHOCYTE_AND_NK_PROGENITOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HADDAD_T_LYMPHOCYTE_AND_NK_PROGENITOR_UP ADGRG6 ALDH1A1 ANK3 ARG2 ARMCX1 ARMCX2 ASAP2 BAG3 BCLAF1 BEX1 CACNB2 CAVIN1 CCDC88A CDC14B CFH CHN2 COL5A1 CRHBP DACH1 DDX17 DLK1 DNAJC6 F2RL1 FAM117A FAM124B FAM3C FOXO1 FOXO3 FXR1 GATA3 GP1BB GRK5 HLA-DQA1 HLA-DRB4 HLF HMGA2 HSPA13 HSPA5 HSPB1 HTR1F ID3 ILF3 INPP4B KLF9 LAPTM4B LOX LRIG1 MDK MECOM MEG3 MLLT3 MPDZ MSH2 MYH10 NPR3 PBX1 PDZD2 PHF3 PHLPP1 PLCB4 PLOD2 PLXDC2 PPM1H PRG2 PSEN2 PTK2 PTPRD RASA1 RIOK3 SERPINI1 SMAD7 SMARCA2 TAL1 TIMP3 TJP2 TNFSF10 TPM1 TRO WASHC4 ZNF148 ZNF165 HAEGERSTRAND_RESPONSE_TO_IMATINIB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAEGERSTRAND_RESPONSE_TO_IMATINIB AEBP1 COL15A1 COL1A1 CREB1 CXCL12 FXYD1 ITGA8 PDGFRB PTGFR HAHTOLA_CTCL_CUTANEOUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAHTOLA_CTCL_CUTANEOUS ARPC1A BARD1 C1QBP CD160 CDC42 EMC3 ETHE1 G0S2 GLIPR1 GLUL H2AC18 H2BC21 HBD ITM2A LILRA5 MMP9 MS4A4A PSMB3 RECQL RPL31 S100P SNCA STAT1 TOP1 TRIB1 ZBTB16 HAHTOLA_CTCL_PATHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAHTOLA_CTCL_PATHOGENESIS CCL5 CD52 DLG5 GZMB IL2RB IL7R KIR3DL2 LILRA5 MS4A4A NKG7 S100P TBX21 TXK VAV3 XCL1 HAHTOLA_MYCOSIS_FUNGOIDES_CD4_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAHTOLA_MYCOSIS_FUNGOIDES_CD4_DN ABCE1 ACTN1 ADD3 AHSA2P ARHGEF18 ATG12 ATIC AVL9 C1QBP CACYBP CALM1 CCNG1 CD69 CD81 CDC23 CDC42 CNOT2 COX11 CPSF6 CRYBG1 DDHD2 DDX18 DIMT1 DUT EBAG9 EIF1AX EIF5B EVL FAM162A FAM8A1 FUBP1 GORASP2 GSPT1 HINT1 HNRNPA1 HNRNPA3 ICAM2 IL6ST IMPDH2 INPP4A IPO7 ITGB1BP1 KHDC4 KIF2A KLF9 KTN1 LCP2 LEPROTL1 LUC7L3 LY75 MALT1 MAP4K1 MDFIC METTL3 MPHOSPH9 MPRIP MRPL3 MRPL9 MT-ND5 NACA NAP1L1 NCK2 NLRP1 NMRK1 NPIPA1 NUCB2 NUCKS1 OLA1 OSBPL8 PAICS PCYOX1L PEBP1 PGRMC2 PITPNB PPP1R2 PPP3CC PRDX2 PRMT2 RAD21 RBM26 RBM8A RCN2 RNF4 RPL31 SEMA4C SEPTIN6 SHFL SKIC3 SLC12A7 SLC7A1 SNAPC5 SNX1 SRP72 STAT5B SYNCRIP TARDBP TMEM123 TPD52 TRAK2 TRIM28 TRIM33 TSPYL4 TTC3 TUG1 UBAP2 UBP1 UBQLN2 UGCG VAMP1 WASHC3 WWP1 YTHDC2 ZBED5 ZC3HAV1 ZFAND1 HAHTOLA_MYCOSIS_FUNGOIDES_CD4_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAHTOLA_MYCOSIS_FUNGOIDES_CD4_UP ABHD5 ACTR2 ADM ARPC1A ATF3 BST2 BTG2 CCL3 CCL4 CDKN1A CHPT1 CXCL1 CXCL2 CXCL3 CXCL8 CYRIA EGR1 EMC3 ENC1 EREG ETS2 FBN2 FUCA1 G0S2 GLIPR1 GLRX GLUL GM2A H2AC18 H2BC21 HBEGF HLA-DRB4 IER3 IL1B KIR3DL1 KLF4 KLF6 KYNU LILRA5 MANBA MAPK14 MCTP1 MS4A4A NEU1 NLRP3 NUP214 PADI2 PFKFB3 PLAUR PPP1R15A PRKAR1A PTGS2 RAB20 RHOB RIPK2 SLC16A6 SOD2 SULT1A2 TMEM127 TRIB1 VNN1 WIPI1 ZNF185 HAHTOLA_MYCOSIS_FUNGOIDES_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAHTOLA_MYCOSIS_FUNGOIDES_DN CANX CD160 CD37 CDC42 CES1 FLNA HLA-DQB1 IGHA1 IGLC2 IKZF1 JCHAIN PIK3IP1 PRKCH PRMT1 RPL31 ZBTB16 ZFP36L2 HAHTOLA_MYCOSIS_FUNGOIDES_SKIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAHTOLA_MYCOSIS_FUNGOIDES_SKIN_DN ANXA4 B4GALT1 BCLAF1 C1QBP CAT CSNK1A1 DSC2 DSTN ECM1 EIF1AX GRN HLA-DQA1 HLA-DQB1 ITGA6 KLK10 KLK7 LGALS3BP LLGL1 MICU2 N4BP1 PRKCI RFC5 SCFD1 SMC3 TNFSF10 TOP2A ZWINT HAHTOLA_MYCOSIS_FUNGOIDES_SKIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAHTOLA_MYCOSIS_FUNGOIDES_SKIN_UP ACKR1 ANXA11 APEX1 ARF5 ARL3 ARL6IP4 ARMCX6 ARPC1A ARPP19 ATG12 BACE2 BARD1 BUD23 C1orf115 C6orf62 CALM1 CAPZA2 CAPZB CASK CASP1 CCDC85B CCL19 CCNB1IP1 CCND2 CD52 CERS2 CFH CIRBP CKLF CLDN5 CLEC4A CNN3 COLEC12 CPA3 CRBN CREB3L2 CRIM1 CTBP1 CTSH CUTC DAB2 DENND5A DPH5 DPP8 EAPP EHD4 EIF1 EIF3A ELAVL1 ERG ERH ETHE1 FBLN1 FBXO11 FEZ1 FLNA FOXO3 FXR1 GCA GEMIN6 GID8 GLUD1 GMFG GNB1 GPI GSN HLA-DQA1 HNRNPA1 HNRNPU HPGDS IFT20 IGFBP3 IL7R IP6K2 ITGB1BP1 ITGB3BP ITM2A ITPR1 JAM2 JUND KANK2 LAMP1 LBH LDB2 LIPT1 LMCD1 LRRC15 LST1 LY86 MAP4K4 MARCKS MED13 MFAP3 MGAT2 MPRIP MRTFB MT-ND5 NDUFA8 NFIB NME3 NME7 NSL1 NTRK2 NUAK1 NUDT1 ORC5 P4HA1 PDCD4 PDGFD PDIA4 PFN1 PPIB PPIH PRKCI PSMB3 PWP1 RAPGEF6 RBBP4 RBM15 RBM25 RCBTB2 RECQL REX1BD RGS5 RPL23 RPN1 RPS21 RTN3 SAFB SAFB2 SART3 SATB1 SEMA5A SERPINF1 SF3B1 SHOC2 SLA SLC5A3 SMS SNCA SNHG32 SNRNP70 SNX6 SOX4 SP3 SPTAN1 SREK1 SRRM1 SRSF3 SRSF9 SSR2 STOML2 SUPT16H SUZ12 TBC1D16 TCF4 THYN1 TM4SF1 TMEM14A TMEM248 TNFRSF1A TNPO1 TOX TRAK2 TRIM2 TSC22D3 TXNDC5 TXNIP UBE2V1 UBE2Z UPF2 VCAM1 YTHDF1 YWHAZ ZNF22 ZNF292 ZNHIT3 HAHTOLA_MYCOSIS_FUNGOIDES_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAHTOLA_MYCOSIS_FUNGOIDES_UP CA2 EMC3 G0S2 H2AC18 H2BC21 H3C10 HBD LILRA5 MMP9 S100P SEC14L1 SIK3 SNCA SOD2 STAT1 TMEM140 TOP1 TSC22D1 HAHTOLA_SEZARY_SYNDROM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAHTOLA_SEZARY_SYNDROM_DN ADGRG1 APBA2 BACH2 BCL2 BST2 CCL4 CCL5 CD160 CTSW DLG5 DUSP2 GNLY GZMB GZMK HOPX IL18RAP IL2RB IRF8 KDM2A KIR2DS4 KIR3DL1 KIR3DL2 KIR3DL3 KLRB1 KLRC1 KLRD1 KLRF1 MATK MYBL1 NCAM1 NELL2 NKG7 PRSS23 PTCH1 SERPINB9 SESN1 SPON2 TRDC TSPAN13 TXK VAV3 XCL1 ZBTB16 HAHTOLA_SEZARY_SYNDROM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAHTOLA_SEZARY_SYNDROM_UP ACTR1A ALAS2 ARMT1 BARD1 BAZ1A C3AR1 CA1 CCR10 CD28 CD55 CDK7 CES1 CKS2 CRIP1 CSGALNACT1 DYSF EIF1AY ETHE1 EZH2 F5 FAR2 FAS GLIPR1 GLUL GOLGB1 GPR171 GSPT1 H1-2 H2AC18 HAT1 HBA1 HBB HBD HP ICOS IDS IL10RB IL2RA IMPA2 IQGAP1 ITM2A JPT1 KTN1 LGALS8 LILRA5 LIMK2 LPAR6 MEOX1 MMP9 MS4A4A MTX1 NBN NCF4 NFE2 NIBAN1 NINJ2 NMT1 NPIPB3 NTAN1 NUSAP1 PAPSS1 PDXK PGD PNP PRC1 PRDX4 PSMB2 PSMB3 PTTG1 RAD51C RBM25 RECQL REXO2 RGCC RNASE2 RNF125 RRM2 RTCA S100A12 S100P SAMSN1 SELENBP1 SH3GLB1 SLC25A37 SMC4 SNCA STAT1 TFDP1 THOC5 TJP2 TLR1 TNFSF10 TOP1 TRAT1 TRIB1 TYMS UBXN4 WAPL ZC2HC1A HALMOS_CEBPA_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HALMOS_CEBPA_TARGETS_DN ADGRE5 ARHGAP29 ARL4C BCAR3 CCN1 CCN2 CEBPA CHKA CLDN4 DUSP10 DYRK2 ELF3 ERBB3 F2RL1 FGF9 FZD7 GADD45A GAS2L1 GGT2P GRB7 HES1 ID2 INHBB KRTAP5-9 MAL MIR9-1HG MTMR11 NKX2-1 PLAU RBPMS RGS3 RHOB ROR1 SCNN1A SH3BP2 SMAD6 SMAD7 STC2 TFAP2C TH TM4SF5 TOB1 TRIO TSC22D3 UMOD HALMOS_CEBPA_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HALMOS_CEBPA_TARGETS_UP ADAM3A APOC4 ARL4A BMP2 BMP2K BTG1 CCL20 CKAP4 CXCL2 CXCL3 CXCL8 EPHA4 ETS2 FAS FOLR1 FOXA2 GLRX HCAR3 HMOX1 IGFBP3 IL1R1 IL4R ITGA1 JAK2 KLF5 MEGF9 NFIL3 PLCG1 PLIN2 POU4F1 PTGS2 PTK2B PTX3 RAB27A RAB32 RGS2 RGS4 SEMA3C SERPINI1 SF3A2 SLC16A7 SLC30A1 SPDEF TLX1 TNFAIP8 UAP1 UGCG WAS ZNF250 HAMAI_APOPTOSIS_VIA_TRAIL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAMAI_APOPTOSIS_VIA_TRAIL_DN ADA ADRA2C ALDOC ANGPTL4 APOE ARAP3 ARRB1 ASB2 ASPHD1 BARX1 BATF3 BCAS3 BCL3 BEGAIN BLCAP BRSK1 CACNA1E CCDC85B CCKBR CCL19 CD19 CDC34 CDH2 CENPBD1P CEP250 CFD CHMP1A CISH CMIP COA7 COL6A1 CPT1C CXCR3 CYBA DDAH2 DEF6 DHRS2 ECHDC3 EFNA1 EMILIN1 ERBB2 ERF F12 FBLN1 FHOD1 FOXB1 FOXD2 FOXF2 FOXS1 FSTL3 FXYD5 FZD5 FZD9 FZR1 GALC GDF15 GFOD1 GPR78 GRIN1 GRWD1 GSE1 GTPBP3 H1-10 H2AC8 H2BC3 HEYL HIF1A HLA-DRB3 HOXB9 HTR1A ICAM1 ICAM3 IFITM2 IL24 IL4R IMPDH1 INF2 INKA1 ISG15 ISYNA1 JUN KCNA5 KCNG1 KISS1R KLF2 KLK6 KMT5C KRT18 KYNU LHPP LIMD2 LRRC14 MAGEA1 MAGEA3 MAGEA6 MAGEC1 MAGEE1 MAOA MAPK8IP2 MDK MEPCE MRPL2 MTA1 MYBPC2 NLE1 NMB NOL3 NOL6 NR1H3 OR5B12 OSCAR OTUD7A PACSIN3 PAGR1 PARD6G PCDH11Y PCDHB2 PCK2 PGAM2 PHLDA2 PITPNC1 PLAUR PLEKHH3 PLTP PNPLA6 POLR3E POMK PPP1R14A PRDM13 PTPRF PYCR1 RCN3 RNF32-DT RPP25 RPP25L RPS6KA1 S100A3 SAC3D1 SCLY SERPINB1 SERPINH1 SFRP1 SGSH SH3BP1 SH3D21 SH3GL3 SHC1 SIGLEC15 SLC15A3 SLC16A5 SLC1A5 SLC27A5 SLC29A1 SLC37A2 SLC39A4 SLC5A6 SLCO4A1 SMARCD2 SNAPC2 SOX4 SPHK1 SPON2 SRD5A3 SSTR2 STEAP3 STK16 STX6 SYNGR4 TAGLN2 TAOK2 TERT TIMP3 TMEM121 TMEM42 TMEM45A TNNI3 TNNT1 TP53I3 TRAC TRAF4 TRIM16 TRIM46 TRPM4 TSC22D4 TSPY1 TSPY2 TWIST2 TXNIP TYMP UBIAD1 UCHL1 USE1 UTS2R VASP VAV3 VCP VCX VCX2 VCX3A VSIG10L ZNF329 ZNF629 ZSCAN10 HAMAI_APOPTOSIS_VIA_TRAIL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAMAI_APOPTOSIS_VIA_TRAIL_UP ABCA5 ACADM ADAM9 ADD3 ADGRG1 AGGF1 AGTPBP1 AHCTF1 AHI1 AIMP1 AKAP11 ALDH2 ANKHD1 ANLN AP1AR AP1S2 AP3B1 APC APPL1 ARFGAP1 ARFGEF1 ARHGAP10 ARHGAP11A ARHGAP44 ARHGAP5 ARID4B ARMC1 ARMCX3 ARMT1 ASAH1 ASB5 ASPM ASRGL1 ATAD2 ATF7IP ATL1 ATM ATOSA ATP1B1 ATP6V1E1 ATR ATXN3 B3GALNT1 BASP1 BAZ1A BAZ1B BAZ2B BBX BCAP29 BCAS2 BCCIP BCLAF1 BDP1 BHLHE41 BIRC2 BLM BLZF1 BMP7 BNIP3L BPTF BRCA1 BRCC3 BRIX1 BTBD7 BUB1B C12orf4 C15orf48 C1GALT1 CALD1 CAPRIN2 CASP8AP2 CAST CBX3 CCAR1 CCDC112 CCDC47 CCDC59 CCDC88A CCDC91 CCK CCNH CCNL1 CD55 CDC42BPA CDC5L CDH1 CDH19 CDK5RAP2 CEBPZ CELF2 CENPC CENPE CENPH CENPK CENPQ CENPU CEP112 CEP170 CEP192 CEP290 CEP350 CEP55 CEP57 CEP63 CEP70 CETN3 CFAP36 CHD1 CHMP2B CHORDC1 CHST9 CLDN1 CLEC2B CLIP1 COG6 COL25A1 COL9A3 COLQ CPLANE1 CREB1 CROT CSGALNACT2 CSPP1 CTHRC1 CTNNAL1 CTNND2 CTSV CTSZ CTTNBP2 CUL2 CUL4B CWC27 CWF19L2 DAAM1 DBF4 DCLRE1C DCT DCUN1D1 DDX10 DDX21 DDX46 DEK DEPDC1 DHX29 DHX36 DIAPH3 DLGAP5 DMXL1 DNAJA1 DNAJA4 DNAJB11 DNAJB14 DNAJC1 DNAJC13 DNAJC3 DNAJC7 DNAJC8 DNM1L DOCK10 DPP4 DPP8 DTWD1 DYNC1I1 DYNC2I1 DYNLT3 DZIP1 ECHDC1 ECT2 EEA1 EIF1AX EIF2S2 EIF3A EIF3E EIF3J EIF4EBP3 EIF5B ELSPBP1 EMC2 EMP1 ENAH ENOX2 ENPP2 EPB41L3 EPRS1 ERCC5 ERGIC2 ESF1 ESRRG ETAA1 EXOC1 EXOC3 EXT1 FAHD2A FAM111A FAM13B FAP FBLN5 FBXL3 FBXO25 FER FGF13 FMOD FNBP1 FPGT FRA10AC1 FST FSTL1 FXR1 FXYD6 FYB1 G0S2 GALNT1 GAREM1 GCC2 GGH GGNBP2 GKAP1 GLIPR1 GNPTAB GOLGA4 GOLGB1 GOLIM4 GPALPP1 GPBP1 GPM6B GPR19 GPR27 GTF2F2 GTF2H2 HAS2 HAUS3 HAUS6 HDAC2 HECTD1 HELLS HIPK2 HLTF HMGB1 HMMR HPGD HSP90AA1 HSP90B1 HSPA4L HSPB2 HSPH1 HTATSF1 IARS1 ICE2 IDI1 IFI16 IFIH1 IFT74 IGF1 IGFBP4 IPO5 IQGAP2 ITFG1 ITGA6 ITGAV ITGB1 ITGB3BP ITM2A ITPR1 ITPR2 ITSN2 IWS1 JAG1 JAKMIP2 KCNJ5 KIAA0319 KIDINS220 KIF11 KIF14 KIF15 KIF16B KIF18A KIF20B KIF23 KIF3A KIF5B KIT KNL1 KNTC1 KRIT1 KRR1 KTN1 L1TD1 LACTB2 LARP7 LAYN LGALS8 LIG4 LIMA1 LINC00467 LINC01949 LLPH LRRC4 LRRC40 LUC7L3 LUM LYPLAL1 MAP3K2 MAPK6 MATN2 MBD4 METAP2 MFAP1 MGAT4A MGLL MICU2 MID1 MIS18BP1 MITF MKI67 MLANA MMD MNAT1 MNS1 MOSPD2 MOXD1 MPHOSPH10 MPHOSPH8 MRPS31 MSH2 MSH3 MTDH MTERF3 MTR MTREX MTUS1 MYBL1 MYCBP2 MYEF2 MYH10 MYO10 MYO5A MYO6 MYO9A N4BP2L2 NAA15 NAP1L1 NAP1L3 NARS1 NBN NCL NDC80 NDUFS4 NEK1 NEMF NFIB NID1 NIN NIPBL NKAP NKTR NMD3 NMI NOC3L NOX4 NPDC1 NPIPB3 NPM1 NRGN NRIP1 NSRP1 NT5C NUCB2 NUDT12 NUF2 NUSAP1 OBI1 OLFM1 OMA1 OPA1 OPTN ORAI3 ORC3 OSBPL10 OSBPL1A OSBPL8 OSTM1 PAIP1 PALLD PAPSS2 PARPBP PBK PBRM1 PCCA PCM1 PCSK5 PDCD10 PDGFRL PDS5B PENK PHAX PHF20L1 PHF3 PHGDH PI4K2B PIBF1 PIEZO2 PIK3CA PIR PJA2 PKIB PLS3 PLXNC1 PNISR PNN PODXL POLK POLQ PPARGC1A PPFIA1 PPIG PPIL4 PPIP5K2 PPP2R3A PPP4R2 PPWD1 PROS1 PRPF38B PRPF39 PRPF4 PSMA4 PSMD12 PTEN PTPN13 PUM3 PUS7L PYROXD1 QSER1 RAB27A RABEP1 RABGAP1L RAD17 RAD18 RAD21 RAD50 RAD51AP1 RAD54B RAI14 RALA RALBP1 RAMP1 RAPGEF6 RB1CC1 RBBP8 RBM17 RBM26 RBM27 RCN2 RDX RECQL RESF1 RETREG1 REV3L RFC1 RIF1 RINT1 RIOK2 RLF RMI1 RNF13 RNF145 RNF20 RNMT RORA RPAP3 RPGR RPS6KC1 RRM2B RSF1 RSRC2 RUBCNL RWDD1 SACM1L SACS SCAF11 SCML1 SCOC SCP2 SDAD1 SEC62 SEC63 SEMA3C SERPINF1 SETX SFTPC SH3BGRL SHTN1 SKAP2 SKIC3 SLC16A7 SLC24A3 SLC27A3 SLC30A5 SLC35G2 SLC38A2 SLC39A6 SLC45A2 SLC4A1AP SLF1 SLK SLMAP SLU7 SMARCA2 SMARCAD1 SMC2 SMC3 SMC4 SMC6 SMCHD1 SMPDL3A SMS SNAP25 SNAPC1 SNX10 SNX13 SNX16 SNX2 SOCS3 SON SORL1 SPDL1 SPECC1 SPESP1 SPG11 SPINK1 SPP1 SREK1 SRSF11 SSB SSPN ST3GAL1 ST6GALNAC1 STAG2 STAT1 STOX2 STRBP STX7 STXBP3 SUCO SULF2 SULT1C2 SUZ12 SYNE2 TAF1B TAF9 TAOK3 TASOR TASOR2 TATDN1 TAX1BP1 TBC1D9 TBCA TBK1 TCAF1 TCEA1 TCEAL2 TCEAL3 TCEAL4 TCEAL9 TCF4 TCIRG1 TDRD3 TDRD7 TENT5A THAP1 THBD THUMPD3 TM7SF3 TMEM167A TMF1 TMSB15A TNFRSF6B TNPO1 TOP2B TPD52 TRAPPC13 TRAPPC8 TRIM2 TRIM24 TRIM33 TRIM63 TRIP11 TRMT10C TRPM1 TTC1 TTK TTLL7 TUT4 TUT7 UBE3A UCHL5 UFL1 UPF3A USP1 USP12 USP25 USP47 USP48 USP8 USP9X VLDLR VPS13C VPS26A VPS41 VRK1 WASHC5 WBP4 WDHD1 WDR11 WRN WWP1 XPO1 XRCC4 YEATS4 ZBTB11 ZBTB38 ZC3H8 ZCCHC2 ZCCHC9 ZCRB1 ZDHHC11 ZHX1 ZMYM1 ZNF107 ZNF117 ZNF12 ZNF137P ZNF138 ZNF146 ZNF148 ZNF195 ZNF22 ZNF257 ZNF268 ZNF271P ZNF302 ZNF354B ZNF397 ZNF407 ZNF43 ZNF430 ZNF443 ZNF486 ZNF611 ZNF638 ZNF644 ZNF654 ZNF700 ZNF83 ZNF85 ZXDA ZZZ3 HANN_RESISTANCE_TO_BCL2_INHIBITOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HANN_RESISTANCE_TO_BCL2_INHIBITOR_DN ASS1 ASTN2 ATF5 BAMBI CALML3 CEBPD CEL COMTD1 DLK1 ENO3 FOXA2 FRAS1 FZD9 GALK1 GRP GSTO1 GUSBP2 HSPA1A HSPB1 IGFBP5 IGSF21 KLK12 LITAF LRATD2 METTL7A MGMT MSX1 NCK2 NELL1 NIBAN1 OTP PAM PCK2 POMC POU4F1 POU4F2 PPIC PRSS1 PRSS2 PRSS3 RASAL1 RHPN2 SDC4 SH3GL2 SNTB1 SYNGR4 TESC TRIB3 HANN_RESISTANCE_TO_BCL2_INHIBITOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HANN_RESISTANCE_TO_BCL2_INHIBITOR_UP ATP8B2 BRSK2 CD81 DCX EEF1A2 ELAVL3 FAM171A1 FLNC FSCN1 GNG2 GPX2 HBA1 HOXB9 IGSF9 ITM2C KCNK16 KCNT1 MCUB MT1F MT1G MXRA5 NPTX2 NSG1 OLFM1 PCSK1N PNMA2 PPP2R2C RTN1 SCD SPRR2F SST STMN2 TAGLN2 TNFRSF8 VCX ZNF91 HANSON_HRAS_SIGNALING_VIA_NFKB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HANSON_HRAS_SIGNALING_VIA_NFKB ADRA2A ADRA2C ALDH1A3 C11orf96 CGREF1 CLCF1 COL18A1 CRISP3 KLF3 LGALS7 NPPB OAS1 OR4E1 PIP5K1A PKP1 PVR RNF19B SELPLG SERPINB2 SH3RF1 SOX5 STK10 TMOD2 TSLP HAN_JNK_SINGALING_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAN_JNK_SINGALING_DN ABCA1 AHR ANXA8L1 C3 CCL15 CD14 CD74 CD9 COL6A1 COL6A2 CP CYP2F1 ENPP2 ERO1A FAS GDF10 GHR HAS2 HSD11B1 IFITM1 IGFBP4 ISYNA1 LBP LCN2 LIFR MAP4K3 OGN PFKP PLTP RBP1 RGS2 SAA3P SEMA3C SLC10A6 SLC29A1 SOCS3 SOD3 SPIB TAF1D WNT6 HAN_JNK_SINGALING_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAN_JNK_SINGALING_UP ANGPTL2 CCL5 CCN1 CCND2 CD276 CTNND2 CXCL10 DPT DUSP1 DUSP16 EFNB2 FAM3C FOXP1 GBP4 IFI27L2 IFIT1B IFIT3 IL1RL1 IMPACT IRF9 IRGM ISG15 JUN LOX MAN2A1 PLEKHO1 RUNX1 SGK1 SHOX2 SOX4 TGFBI TNC TNK2 USP18 ZEB1 HAN_SATB1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAN_SATB1_TARGETS_DN ABCD1 ABL1 ACSF2 ADAM15 ADAMTS1 ADGRE1 ADGRF1 ADGRG1 ADGRG6 ADPRM AGPAT4 AGR2 AK4 AKAP1 AKR1C3 ALDH3A2 ALDH6A1 AMFR ANAPC5 ANKLE2 ANKRD6 AP1G1 APOLD1 AQP3 AREG ARRB1 ASTN1 ATMIN ATP8A1 BCKDHB BDNF BHLHE40 BST2 C1QL1 C1orf112 C1orf174 C4orf19 C8orf33 CA12 CALB2 CAPN6 CASP1 CCDC25 CCDC69 CCL2 CCL26 CCN2 CCNE1 CCNG2 CD96 CDC42EP3 CDC5L CDH11 CDH2 CDK11A CDS1 CEBPD CFB CHML CHST11 CILK1 CLDN4 CLDN7 CLU COIL COL6A2 COQ5 CPT1C CRABP2 CRADD CSTA CTSB CUL7 CUX1 CXCL1 CYFIP2 CYP1B1 CYP2R1 DDX19A DDX41 DENND3 DNAJB4 DNAJC12 DST DUSP1 DVL1 DYNLT2B DYSF ECH1 ECPAS EEF1E1 EFEMP1 EFHD1 EGFR EML2 EMP1 ENPP1 EP400 EPB41 ERBB2 ERBB3 F11R FAM174B FAM20C FANCI FAXC FBXO2 FGF13 FGF5 FHL1 FHOD1 FICD FN1 FOXG1 FUCA1 FUT8 G0S2 GAA GAD1 GATA6 GBP2 GCN1 GEMIN2 GEMIN4 GMFG GNB1 GRWD1 GSAP GSN GUCY1B1 H1-10 H1-4 H3-3B HADH HBE1 HBG2 HCFC1R1 HDAC5 HHLA2 HMGA1 HMGA2 HMGN5 HNRNPUL1 HSD17B8 HTR2C HTRA3 ID4 IFIT2 IFIT3 IGF2R IGFBP4 IGFBP7 IL11 IL1B IL32 IL6 IL7R INHBA INHBE INSL4 ITGA10 ITGA3 ITGA6 ITGB4 ITM2A JUP KAT6A KAT7 KCNN4 KHDRBS3 KLF3 KLF7 KLHL20 KLRC2 KLRC3 KRCC1 KRT81 L3MBTL1 LAGE3 LAMB3 LAMC2 LARP4B LARP6 LDB2 LEF1 LGMN LIF LIMCH1 LINC01963 LIPA LMCD1 LMNA LNX1 LOX LRRC23 LRRC47 LRRC8B LSM2 LSS LZTFL1 MALL MAST4 MATN2 MCMBP MDC1 METTL13 METTL25B METTL7A MFHAS1 MKRN1 MMP10 MMP3 MPP1 MPP4 MPZL2 MTUS1 MXRA8 MYO10 MYO18A MYO6 NADK NCOR1 NDUFAF4 NEDD9 NES NET1 NKX2-5 NOP16 NPAS2 NPC1 NPY1R NR2F2 NR3C2 NRG1 NRP1 NSUN7 NUDCD3 OAS1 OGFOD3 OSMR PAAF1 PAEP PANK4 PAPOLA PAQR8 PC PCCA PCM1 PDE10A PDE4B PDK2 PDSS2 PELI2 PHIP PI3 PIGC PIR PKIA PLAAT1 PLAT PLAU PLD3 PLLP PMEPA1 PNPO POLR1C POLR2C PPME1 PRKCA PRR16 PRR29 PRSS1 PRSS2 PRUNE1 PSMB9 PSMC3IP PSME3IP1 PTK6 PTK7 PTN PXDC1 PXN QPCT QSER1 RABEP1 RABIF RAD51C RADX RARG RBBP4 RBL2 RCAN2 RFC5 RGCC RGS4 RUNX2 S100A2 S100A4 S100P SAT1 SATB1 SBNO1 SCG5 SDF4 SDHAF1 SEC14L2 SECTM1 SELENBP1 SELENOP SENP3 SENP6 SERPINE1 SH3TC2 SHANK2 SHROOM2 SLC16A1 SLC16A5 SLC22A18 SLC33A1 SLC38A10 SLCO1B3 SMAD6 SMARCA1 SMIM14 SNAI1 SOCS2 SOX4 SPAG4 SPDEF SPINT2 SPTLC3 SQLE SSBP2 ST3GAL6 STX2 STXBP6 SULT1C2 SYNJ2 SYT1 TACO1 TCF4 TCF7L2 TCIM TENT5A TERF2IP TFF1 TFPI2 TGFB1 TGFB2 TGFBI THAP11 THSD4 TIGAR TMEM101 TMEM132A TMEM158 TMEM8B TNC TNFSF15 TNK1 TNS1 TOX2 TPK1 TRERF1 TRPV2 TSC22D1 TSPAN13 TSR1 TUBG2 UIMC1 UTP25 VAMP4 VPS37B VPS4A VSNL1 VWA8 WDHD1 WIPF1 WNT7A XPO7 ZBTB33 ZCCHC8 ZG16B ZMYND12 ZNF226 ZNF23 ZNF26 ZNF395 HAN_SATB1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAN_SATB1_TARGETS_UP ACAA1 ACAT2 ACO2 ADARB1 ADGRE1 ADGRG6 ADM ADSL AHI1 AIFM2 AK4 ALDOC ALG12 ALG13 ANKRD1 ANOS1 ANTXR1 AP1M2 APOC1 APOL2 APOL3 ARFGAP3 ARL8B ARMC8 ARNT2 ARSA ASL ASPH ATG7 ATM ATP11B ATP13A2 ATP13A3 ATRN ATXN10 AUP1 B3GALNT1 BASP1 BCAP29 BCAS4 BCHE BDNF BHLHE40 BIK BMP3 BNIP3 BRD1 BRMS1 BST2 C10orf88 C4orf19 CA12 CALD1 CAMSAP2 CASP1 CASP4 CASP7 CCL2 CCNG2 CCPG1 CD164 CD24 CD34 CD40 CD82 CDH1 CDH16 CDH19 CDH3 CDH4 CDH6 CDS2 CELSR1 CEMIP CEMIP2 CENATAC CERK CHRDL1 CHST15 CHST3 CITED2 CLDN1 CLDN10 CNOT10 COL4A5 COL6A2 CPD CRELD2 CRY1 CRYBB2 CSF2RA CSPG5 CSTA CTNNB1 CTSZ CXADR CXCL1 CXCL8 CYB5R3 CYP26B1 CYP51A1P2 DCTN5 DDAH1 DDIT4 DDX10 DENND10 DENND1A DENND4A DENND5B DESI1 DHCR24 DIO1 DNAJB12 DNAJB4 DNAJB6 DNAJB9 DNAJC6 DUSP1 ECHDC1 EDRF1 EEF1A2 EFEMP1 EIF2AK3 ENG ENO2 EPAS1 EPB41L1 EPB41L3 EPM2AIP1 EVI2B F2RL2 F3 FADS3 FAM149B1 FBXO10 FHL1 FICD FKBP1A FLT1 FNDC3B FST FSTL1 FYN FZD4 G3BP1 GABRA2 GALNT1 GGCX GGT1 GLRX GNAI1 GOLGA2 GPNMB GPR21 GPR35 GRAMD2B GRAP2 GRK5 GSTM3 HDAC4 HLA-DOA HMGCR HMGCS1 HOXB7 HRH1 HTR2C HYAL3 HYI IFIT2 IFIT3 IFNAR1 IGF2R IGFBP5 IL11 IL13RA2 IL18 IL18R1 IL1B IL32 IL6 IL7R INHBA INHBE INSIG2 INSL4 ISG20 ITPR1 JAK3 KAT6B KIAA0930 KISS1 KLF5 KLF7 KRT81 L3MBTL1 LAMA5 LAMB1 LAMB2 LATS1 LDOC1 LGALS8 LIF LIMCH1 LINC00342 LINC01963 LIPA LPAR1 LSS LTBP1 LZTFL1 M6PR MAFF MAGEB2 MAPK11 MAT2A MATN2 MBP MCAM MCMBP MCOLN3 MEGF9 MFN1 MICALL1 MITF MKNK2 MLLT11 MMP1 MMP10 MPZL2 MSMO1 MX1 MX2 MYL9 MYO1D N4BP2L2 NACC2 NAGA NCAPH2 NCOA3 NDRG1 NDUFA6 NDUFV2 NEAT1 NEDD4 NEDD9 NELL2 NEO1 NINJ2 NKTR NME1 NNMT NOL3 NPC1 NR2F2 NUDT13 NUP50 OAS1 OAS3 OGG1 OSMR OSTM1 P4HA1 PACSIN2 PAEP PAPSS2 PCDH9 PDCD4 PDE10A PDE4B PDE4D PDE8A PDGFRL PDHX PDXK PELI2 PHTF1 PI3 PIK3CD PIR PLAC1 PLAT PLOD2 PLPP3 PLXNB2 PMM1 PMP22 PPME1 PPP2R2D PPP6R2 PRKAG2 PRMT6 PRSS1 PRSS2 PSMB7 PTGS2 PTK6 PTPRE PTPRF PUS7 PXDN PYROXD1 QKI QPCT RAB11FIP1 RAB11FIP2 RAB22A RAB8B RABAC1 RABL2B RANGAP1 RARG RASGRF1 RBCK1 RBKS RBM19 RBX1 RC3H2 REEP3 RETREG1 RGPD5 RHOB RIMS2 RND3 RNF41 RPS6KA2 RRP15 RRP7A S100P SAMHD1 SAMM50 SAP30L SBF1 SCO2 SDC2 SEC14L2 SEPTIN6 SERPINB8 SERPINH1 SETX SFN SGPL1 SH3GLB2 SHANK2 SHFL SHOC2 SHTN1 SLC16A1 SLC17A9 SLC1A1 SLC25A17 SLC2A3 SLC2A6 SLC30A1 SLC33A1 SLC7A11 SLCO1B3 SLPI SORL1 SPAG4 SPTBN1 SQLE SRGN ST13 ST3GAL6 STXBP1 STXBP6 SULT1C2 SYNGR1 SYNGR3 TAF1B TAP1 TBL1X TCEA2 TCF20 TCF7L2 TCIM TFAP2C TFF1 TGFB2 TGFBI TIGAR TMEM132A TMEM158 TMEM45A TMEM45B TMSB15B TNFSF15 TNS1 TOB2 TOR1A TOR1B TOX TP53I3 TPCN1 TPCN2 TPM1 TRMT61A TSC1 TSPO TST TTC38 TTPAL TUBA4A TXNRD2 UAP1L1 UCP2 ULBP2 UTP20 VLDLR VPS13C WASF3 WASHC4 WDR77 WDR83OS WNT5A XBP1 YIPF6 ZAP70 ZCCHC24 ZNF202 ZNF35 ZNF430 ZNF600 ZNF804A ZRANB2 HARRIS_BRAIN_CANCER_PROGENITORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HARRIS_BRAIN_CANCER_PROGENITORS AOX1 ARHGAP29 ARHGAP6 BFSP2 BGN CAPG CASP4 CAV1 COL6A1 COL6A2 CREBRF CYTL1 DDC DHRS3 ENPP6 ERVFRD-1 FOXA3 FOXC2 GJA1 GPR17 KAZALD1 KCNA4 LARP6 LGALS2 MGP MIA MLIP NINJ2 OPCML PAPSS2 PID1 PLPPR4 S100A4 S100A6 SCG3 SCG5 SHISA2 SRPX2 TEAD1 TMEM212 VWC2 VXN WNT5A HARRIS_HYPOXIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HARRIS_HYPOXIA ADM AK3 ALDOA ANGPT2 APEX1 BHLHE40 BIK BNIP3 BNIP3L CA12 CA9 CCL2 CCNG2 CD99 CDKN1A CDKN1B COL5A1 CP CXCL8 DDIT3 EDN1 EDN2 ENO1 ENPEP EPAS1 EPO F3 FGF3 FLT1 FOS FTL GAPDH HDAC9 HGF HIF1A HK1 HK2 HMOX1 IGF2 IGFBP1 IGFBP2 IGFBP3 IL6 JUN L1CAM LDHA LRP8 MIF MMP13 NFKB1 P4HA1 PDGFB PFKL PFKP PGF PGK1 PKM PLAUR PRPS1 PTGS2 RP1 SAT1 SLC2A1 SLC2A3 SPP1 STC1 TAGLN TEK TF TFF3 TFRC TGFA TGFB1 TGFB3 TGM2 TH TXN VEGFA VIM XRCC5 XRCC6 HASEGAWA_TUMORIGENESIS_BY_RET_C634R https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HASEGAWA_TUMORIGENESIS_BY_RET_C634R COL11A1 DHX58 IFIT1B IRF7 RET SERINC2 SLC35D3 USP18 HASINA_NOL7_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HASINA_NOL7_TARGETS_DN ADGRE5 AIMP1 ANGPT1 CD53 CD55 EGFR EML1 JAG1 MET SDC1 SDC2 TGFBR1 VEGFA HASINA_NOL7_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HASINA_NOL7_TARGETS_UP ADM CD59 CD70 CD99 F3 HIF1A NEO1 PLAUR RTN1 SOS2 TFPI TIMP1 TIMP2 HASLINGER_B_CLL_WITH_11Q23_DELETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HASLINGER_B_CLL_WITH_11Q23_DELETION AHR ATM BIRC2 CASP1 CNR1 CSPG5 CTSK DDX10 DMXL2 FUT8 GLRA2 GRK3 GSN H2BC8 HS3ST1 LPCAT1 PABPC4 PCSK7 PICALM PPP2R1B SIK3 SLC4A7 UBE4A HASLINGER_B_CLL_WITH_13Q14_DELETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HASLINGER_B_CLL_WITH_13Q14_DELETION ALOX5 ARL4A BCL7A CTSA DLEU1 DUSP8 EFNA2 EPB41L2 ID4 ITGB5 JAKMIP1 KLF4 LDLR NT5E PNMA2 RB1 RBMS2 SSBP2 TPM2 TRIM13 TRIM16 TUBB TUBB4A TUBGCP4 HASLINGER_B_CLL_WITH_17P13_DELETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HASLINGER_B_CLL_WITH_17P13_DELETION ASMTL EIF4A1 FXR2 GABARAP GEMIN4 GLOD4 GNAI2 GPS2 HNRNPDL MAPRE3 MINK1 PLD2 PRDX4 RRAS2 RYR1 SCP2 SENP3 TBC1D2B TNPO3 TP53 VDAC1 ZZEF1 HASLINGER_B_CLL_WITH_6Q21_DELETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HASLINGER_B_CLL_WITH_6Q21_DELETION ARHGAP1 CAPG CEACAM1 EXOSC10 H2AC11 H2AC15 H2AC16 H2AC6 H2BC10 H2BC14 H2BC17 H2BC21 H2BC5 H2BC8 INE2 MAP3K7 MDN1 NUP98 RAP1GDS1 SEC63 SNX3 UFL1 HASLINGER_B_CLL_WITH_CHROMOSOME_12_TRISOMY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HASLINGER_B_CLL_WITH_CHROMOSOME_12_TRISOMY ANAPC5 ANKLE2 ARPC3 ATP2B1 DYRK2 GIT2 GLIPR1 HIP1R JCHAIN M6PR MCRS1 MLXIP MTCP1 MYF6 NCKAP1L PMF1 PWP1 RRAGA SNRPF SRSF9 TIMELESS VCL WASHC4 HASLINGER_B_CLL_WITH_MUTATED_VH_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HASLINGER_B_CLL_WITH_MUTATED_VH_GENES COBLL1 DMD IL10RA KLK2 LDOC1 LPCAT1 LPL MAL NRIP1 P2RX1 PCDH9 PCSK7 SLAMF1 SORL1 TCF7 TLE1 WSB2 ZBTB20 HATADA_METHYLATED_IN_LUNG_CANCER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HATADA_METHYLATED_IN_LUNG_CANCER_DN BAHCC1 BEST2 CACNG7 CCER1 CFAP65 DLGAP4 ELF3 FAM135B FAM222B FRMD4A HNRNPA3P1 IGFLR1 INSL6 JAK3 KIF2B LAMA3 MAGEB6 MEFV MELK MKRN3 NGEF NLRP10 NLRP11 NLRP8 NTF3 PRAME RBBP8NL RNF175 SCUBE1 SHISA7 SOHLH2 TCL1B TCL6 TRIM29 ZNF556 ZNF572 HATADA_METHYLATED_IN_LUNG_CANCER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HATADA_METHYLATED_IN_LUNG_CANCER_UP ABCG4 ACOT12 ACP1 ACTB ADAM30 ADAMTS17 ADAMTSL4 ADGRD2 ADIPOR2 ADIRF ADRA1A AGTR1 AHI1 AJAP1 ALDOC ALX1 AMIGO3 AMT ANGPTL2 ANK2 ANKLE1 ANKS1B AOX1 APCDD1L ARHGAP22 ARHGEF1 ARRDC3 ATP2A2 ATP8A2 BANP BCAS2 BCAT1 BCOR BEGAIN BNC1 BOD1 BRD9 BTG3 C1QTNF1 C3orf62 CA7 CACNA1C CACNA2D2 CADPS CANX CARD9 CAVIN1 CCDC140 CCDC62 CCDC86 CCDC87 CD300A CD81 CD93 CDH13 CFAP410 CIDEB CLEC1A CLMP CLXN CMTM2 CNBP CNIH3 CNN1 CNNM1 CNTNAP5 COG1 COL1A1 COL1A2 COL2A1 COL5A1 COPZ2 CPPED1 CPT1B CSF1 CSMD1 CST6 CSTF2T CXCL12 CYP27A1 CYP2W1 CYYR1 DAB2IP DAZAP1 DIO3OS DIPK2B DLC1 DOK7 DPEP3 DPH7 DRD4 DTNB DUOX1 DYDC2 DYRK1B DYSF ECHDC1 EFCAB6 EIF2D EIF4EBP3 ELAVL2 ENPP2 EPHA5 ESR1 ESX1 ETV7 EXOC6 EXOC7 FAF1 FAM107A FAM83F FBLIM1 FBP1 FBXO39 FECH FERD3L FGF11 FGF4 FRZB FUCA2 GABRA2 GABRQ GAL3ST1 GALNT15 GATA3 GBGT1 GCKR GDI1 GFOD1 GFPT2 GIMAP8 GIPC2 GNA14 GP1BA GRID2 GRIN2A GRK2 GRM7 GTF2A1L HAAO HCN4 HDAC7 HLX HNF1B HOXA13 HOXA7 HOXA9 HOXB4 HOXC12 HOXD12 HOXD13 HOXD3 HPDL HPN HSPB6 HSPB9 HTR5A ID4 IGF2-AS IGFBP4 IL16 INSRR IQCA1 IRF4 ISL1 ISYNA1 ITPKB IZUMO1 JPH1 JPH2 KCNA4 KCNC4 KCNH7 KCNJ3 KDM1A KIF12 KIT KL KRT72 L1TD1 LCK LDLRAD4 LDOC1 LHPP LHX1 LIMD2 LIN28A LRFN5 LRIG1 LRRC34 LRRC3B LRRC61 LRRC71 LSP1 LXN LYL1 MAL MAP4K3 MARVELD1 ME3 MEDAG MEPCE MINDY3 MLH3 MMRN2 MOS MRAP2 MT1E NAGS NCL NECAB1 NEFL NEFM NELL1 NFAM1 NFIX NHLH2 NID2 NKAIN4 NLRC3 NME4 NOS3 OAZ2 OLFM1 OSM OTOF OTOP2 P2RY11 PAM PAPOLB PARP6 PAX1 PAX9 PCDHGA3 PCDHGB2 PCDHGC4 PDE4DIP PDE8B PDLIM1 PENK PHF3 PHKG1 PIK3R5 PKP1 PLCB2 PLEKHF2 PLTP PNMA1 PNMT POLH POU2AF1 POU4F2 PRDM8 PRLHR PROM1 PROP1 PRRC1 PRSS50 PRTN3 PRXL2A PYGO1 RALBP1 RAPGEF4 RAPGEFL1 RARB RARRES2 RASGRP1 RASGRP2 RBBP6 RCSD1 REC8 RETREG1 RGMA RGN RIC3 RINL RNF152 RSPH6A RSPO2 RYR3 SARM1 SCARF2 SEC31B SECTM1 SH3D21 SH3YL1 SLAMF1 SLC17A6 SLC22A3 SLC26A9 SLC27A6 SLC29A2 SLC35C2 SLC46A3 SLC47A1 SLC49A3 SLC4A11 SLC5A7 SLC6A2 SLCO4A1 SLIT2 SLITRK4 SNX33 SNX6 SOWAHA SOX1 SPAG6 SPESP1 SPOCK2 ST6GAL2 ST6GALNAC3 STK32B SUFU SULF2 SVIL SYNGR3 SYT10 TACR1 TACR3 TAGLN TBX20 TBXT TCF21 TEX26 TF TFAP2A TGFB1I1 TGFBI TLL2 TMED2 TMEM101 TMEM150A TMEM179B TMEM204 TMEM74B TMPRSS12 TMPRSS6 TMSB10 TNFRSF10C TPPP3 TRAF5 TRIP6 TRPV4 TSHR TWIST1 TYMP UCN UHRF1 UNKL UPB1 VAMP5 VPREB1 VPS9D1 VWC2 VWCE WT1-AS XPO5 YPEL3 ZBTB47 ZCCHC24 ZDHHC11 ZFP69 ZFP69B ZIM2 ZMYM6 ZNF154 ZNF177 ZNF22 ZNF22-AS1 ZNF428 ZNF454 ZNF513 ZNF534 ZNF626 ZNF671 ZNF785 ZNF875 HEBERT_MATRISOME_TNBC_BONE_BRAIN_LIVER_LUNG_METASTASTASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HEBERT_MATRISOME_TNBC_BONE_BRAIN_LIVER_LUNG_METASTASTASES ADAMTSL1 ANXA1 ANXA2 COL4A1 CTSD DPT FGF2 HSPG2 NID1 NPNT S100A4 SERPINB1 TINAGL1 HEBERT_MATRISOME_TNBC_BONE_BRAIN_LUNG_LIVER_METASTASTASES_TUMOR_CELL_DERIVED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HEBERT_MATRISOME_TNBC_BONE_BRAIN_LUNG_LIVER_METASTASTASES_TUMOR_CELL_DERIVED ANXA1 ANXA2 COL4A1 CTSD HSPG2 S100A4 SERPINB1 HEBERT_MATRISOME_TNBC_BONE_METASTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HEBERT_MATRISOME_TNBC_BONE_METASTASIS COL11A1 COL22A1 COL2A1 COL5A3 CST3 CTSG F9 S100A11 S100A13 S100A6 THBS1 HEBERT_MATRISOME_TNBC_BONE_METASTASIS_TUMOR_CELL_DERIVED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HEBERT_MATRISOME_TNBC_BONE_METASTASIS_TUMOR_CELL_DERIVED COL2A1 COL5A3 F9 S100A11 S100A6 HEBERT_MATRISOME_TNBC_BRAIN_METASTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HEBERT_MATRISOME_TNBC_BRAIN_METASTASIS ACAN ADAM22 AGRN BCAN C1QC CBLN1 CD109 COL23A1 COL4A5 CSPG4 EGFL7 FGF14 FREM1 HCFC1 HMCN1 HPX INTS14 LAMA1 LGALS3 LGI1 SERPINB1 SERPINE2 SERPINH1 THBS4 TNR VWA1 HEBERT_MATRISOME_TNBC_BRAIN_METASTASIS_TUMOR_CELL_DERIVED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HEBERT_MATRISOME_TNBC_BRAIN_METASTASIS_TUMOR_CELL_DERIVED AGRN CBLN1 CD109 COL4A5 CSPG4 FREM1 HCFC1 HMCN1 INTS14 LGALS3 SERPINB1 SERPINH1 HEBERT_MATRISOME_TNBC_LIVER_METASTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HEBERT_MATRISOME_TNBC_LIVER_METASTASIS COL14A1 COL6A4P1 COL6A5 ECM1 F2 FGA FGB FGG FN1 IGFBP7 PLG TNC VTN VWF HEBERT_MATRISOME_TNBC_LUNG_METASTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HEBERT_MATRISOME_TNBC_LUNG_METASTASIS BGN COL3A1 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL7A1 ELN FBLN5 HSPG2 LAMA1 LAMA3 LAMA5 LAMB2 LAMB3 LAMC1 LAMC2 LUM MFAP4 NID1 SFTPA1 TNXB HEBERT_MATRISOME_TNBC_LUNG_METASTASIS_TUMOR_CELL_DERIVED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HEBERT_MATRISOME_TNBC_LUNG_METASTASIS_TUMOR_CELL_DERIVED COL3A1 COL4A4 COL7A1 LAMA1 LAMB2 LAMC1 HECKER_IFNB1_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HECKER_IFNB1_TARGETS APOBEC3A APOBEC3B ARG1 C1QA C1QB C1QC C3AR1 CABP5 CCL2 CCL8 CD163 CHI3L1 CLU CMPK2 CMTM2 CMTM5 CXCL10 CXCL8 CYP4F3 DDX60 DHX58 DTX3L EGR1 EGR2 EIF2AK2 EPSTI1 FCER1A FFAR2 G0S2 GBP1 GGTA1 GP9 GZMB HERC5 HERC6 HES4 IFI27 IFI35 IFI44 IFI44L IFI6 IFIT1 IFIT2 IFIT3 IFIT5 IFITM3P7 IRF7 ISG15 ITGA2B JUP KCNJ15 KLRD1 LAMP3 LAP3 LGALS3BP LILRA3 LY6E MGAM MMP25 MMP9 MS4A4A MX1 MX2 MYL9 OAS1 OAS2 OAS3 OASL PARP12 PARP9 PDZK1IP1 PLSCR1 PNPT1 PROS1 RIGI RPS23 RSAD2 RTP4 SAMD9 SAMD9L SCO2 SERPING1 SH3BGRL2 SIGLEC1 SPON2 STAP1 STAT1 TCL1A TMEM140 TNFAIP6 TRBV27 TREML1 TYMP XAF1 ZBP1 HEDENFALK_BREAST_CANCER_BRACX_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HEDENFALK_BREAST_CANCER_BRACX_DN AFDN ARHGEF7 BANP CASD1 CEPT1 DLEU2 EHD1 EP300 EVI5 FKBP8 FTCD HPS5 METAP2 NAP1L1 OCIAD1 PRPF6 SRSF11 SVIL SYNCRIP UBR5 HEDENFALK_BREAST_CANCER_BRACX_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HEDENFALK_BREAST_CANCER_BRACX_UP ADNP ATP5F1B CHPF COL6A2 CYP1A1 JUNB KDM6A MCF2 PNOC RPL15 RPL19 RPL31 RPP30 RPS13 RPS4X RPS5 SPRY1 TANK UBA52 HEDVAT_ELF4_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HEDVAT_ELF4_TARGETS_UP ABCB1 CA2 CREM CXCL2 CXCL8 HDC KIT MT1G NDUFS8 PIK3C3 RCAN1 TAF7 HEIDENBLAD_AMPLICON_12P11_12_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HEIDENBLAD_AMPLICON_12P11_12_DN ACSF2 C1orf116 CDK13 FBXL20 GABRP GAR1 INO80 JUNB LGALS4 MTURN NOA1 PANK1 SAR1A SDHAP4 SNHG1 SNHG15 SYNGR2 TEKT4P2 TMEM30B TNFRSF8 TRAPPC2B VILL ZBED4 ZBTB14 ZNF561 HEIDENBLAD_AMPLICON_12P11_12_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HEIDENBLAD_AMPLICON_12P11_12_UP ABCC8 ACTR3 ADSL ANXA6 AP1S2 ARHGEF2 ARHGEF26 ARID3A CBR3 CCDC91 CLXN CTSC DNMBP EIF2B2 ERGIC2 ETNK1 GEM IL7R KCNK5 KIF1C METTL9 MGP NTAN1 PKNOX1 POC5 PPP1R7 RASSF8 RPA1 RPGR SAR1A SHISA7 SPA17 TCP11L1 TM7SF3 TMEM242 XCL1 HEIDENBLAD_AMPLICON_8Q24_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HEIDENBLAD_AMPLICON_8Q24_DN ADAM8 ATF4 CFHR1 CNKSR3 COMMD6 ETHE1 FLG FZD4 GPC1 GSTK1 HIVEP3 HPS1 IRAK3 KCNN4 LAPTM5 LPP MDK MMRN2 MYL12A MYOF NAB1 NAPG NEK6 NT5C2 NT5DC1 PRICKLE1 PYROXD2 RABEPK RAE1 RBM33 SAP18 SEC63 SLC14A1 SLC9A8 SRSF11 TMEM242 TULP4 VAPA XRCC1 HEIDENBLAD_AMPLICON_8Q24_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HEIDENBLAD_AMPLICON_8Q24_UP ABL1 AEN AHSA1 ALAD ALKBH1 BAG5 BCL6B C8orf76 CCSAP CDC25C CRYBB2P1 DNASE1 DYNC1H1 GTF2H2 H2AC17 HLF IFRD2 KIF22 LONP1 MAP4 MAPKAPK3 MED6 MTA3 MYO6 NPLOC4 PDK1 SEC22C SH3BP5 SLC16A1 SLC36A4 SMN2 STPG4 TEX264 TINAG TMEM38B TRAPPC13 TROAP TUBBP5 UBE2R2 UNC13B ZNF621 HEIDENBLAD_AMPLIFIED_IN_BONE_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HEIDENBLAD_AMPLIFIED_IN_BONE_CANCER CCND2 CDK4 FGF23 FGF6 MDM2 STK38L TSPAN31 HEIDENBLAD_AMPLIFIED_IN_PANCREATIC_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HEIDENBLAD_AMPLIFIED_IN_PANCREATIC_CANCER AKAP9 AKT2 ATAT1 ATF6B BCAT1 BET1 BHLHE41 C2CD5 CAPN12 CBLL1 CCDC91 CCN3 CMAS COMMD5 CYC1 CYRIB DLD DLL3 DSCC1 ECH1 EID2 ERGIC2 ETNK1 FAR2 FBL FGFR1OP2 HBS1L HCG4 ITPR2 KLHL42 LRATD2 MAF1 MAL2 MDFIC MED21 METTL2A MRPS12 PAF1 PAK4 PON2 PPFIBP1 PSMC4 PTK2 RASSF8 REP15 SMURF1 SSPN ST8SIA1 SUPT5H TBC1D31 TLK2 TM7SF3 TMEM65 TMTC1 TRIM26 TSPAN12 ZNF780A HEIDENBLAD_AMPLIFIED_IN_SOFT_TISSUE_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HEIDENBLAD_AMPLIFIED_IN_SOFT_TISSUE_CANCER APOA2 CDK4 JUN MDM2 POU1F1 PTPRT SRC TAB2 TOP1 TSPAN31 USF1 VGLL3 YEATS4 HELLEBREKERS_SILENCED_DURING_TUMOR_ANGIOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HELLEBREKERS_SILENCED_DURING_TUMOR_ANGIOGENESIS ABI3BP ACSF2 ADA ADM APOE ASAH1 ASS1 BDNF CADM1 CCL11 CDH2 CDKN1A CLIP3 CLU CNN1 COL2A1 COL4A2 COL6A1 CPE CREB3L1 CTSB CUX1 CXCL1 CXCL6 CXCL8 DKK3 DMD EDIL3 F2RL2 FABP4 FAT1 FBN1 FILIP1 FTH1 FUCA1 GABRA1 GADD45A HLA-C ICAM1 IER3 IFI27 IFI6 IGF2R IGFBP3 IGFBP7 IL32 IL6 INHBA ITGA3 ITM2B LRP1 MEFV MX1 NDRG4 NNAT NPC2 NPPB NUAK1 OLFML3 P3H2 PDLIM3 QSOX1 RELB SDC4 SERPINE2 SLCO1A2 SMTN TACSTD2 TAGLN TGFA TGFB2-OT1 TMEM45A TNFAIP3 TSPAN2 UCP2 USF1 VCAN HELLER_HDAC_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HELLER_HDAC_TARGETS_DN ABCE1 ABHD14A ADCY7 ADCYAP1 ADI1 AIM2 AK1 ANK3 APOBEC3B APOBEC3G ARHGDIB ATF3 ATF4 ATIC AUTS2 AVEN BAG3 BCL2 BCL2L1 BLNK CADM1 CALR CAPN2 CBS CBX4 CCDC69 CCN4 CCND1 CCND2 CCPG1 CCR1 CCR2 CD180 CD28 CD44 CD48 CD52 CDK5R1 CDKN1B CEACAM1 CEBPB CEBPG CELF2 CFLAR CHAC1 CHST15 CLEC2B CLEC7A CLIC2 CLK1 CNIH3 CNTN6 CRELD2 CRLF2 CTBP2 CTH CTPS1 CTSC CTSH CUL1 CYTIP DCC DCPS DDIT3 DDX17 DEPTOR DESI2 DFFB DNAJB1 DNAJB4 DNAJB9 DNAJC15 DNAJC2 DOCK10 DUSP6 ECPAS EHD3 EIF4G2 EIF5 EIF5A ELAC2 ELF1 ELOVL6 EMC1 EMP3 ERAP1 ERO1B EYA2 FABP5 FAIM FAM149A FAS FERMT1 FGFR3 FKBP4 FLI1 FMNL1 GADD45A GALNT14 GAS2 GBA1 GJA1 GPM6B GSTO1 GTF3A GTSE1 GUCY1A1 HBB HBD HBG1 HDGF HERPUD1 HGF HLA-DRA HMOX1 HNRNPAB HOMER3 HSP90B1 HSPA1A HSPA1B HSPA5 HSPA6 HSPA9 HSPD1 HSPE1 HSPH1 IGKC IL21R IL2RG IL6R INHBE INPP5D IQGAP2 IRAG2 IRAK1 ISG20 ITGB5 ITGB7 KANK1 KCNK1 KCNN3 KCNT2 KIAA1549L KLHL21 LAPTM5 LARP1 LIMD2 LRP8 LRRC41 LRRC61 LSAMP LY9 LY96 MAF MAFF MAGEH1 MAGOHB MAP4K1 MAPK13 MBP MED17 MFNG MGAT3 MRPL3 MRTO4 MYB MYBL2 MYC MYCL MYCN MYL2 MYOM2 NFE2L1 NFIC NMRK2 NMU NOL12 NOP14 NOP16 NOP56 NSD2 NSMAF NUDT1 NUP210 OGT OLAH OLR1 OSBPL1A P2RX5 PAK1IP1 PATZ1 PBX1 PDE4D PDIA3 PDIA4 PDZK1 PFKP PHACTR2 PHF11 PITPNC1 PKD1 PLA2G4B PLK1 PMAIP1 PNO1 POU2AF1 PPFIBP1 PPIF PPP1R15A PPP1R16B PPRC1 PRTN3 PSAT1 PSMB10 PSPH PTPRC PUS1 QPCT RAN RASGRP3 RHOH RIPOR2 RORA RPS19 RRP15 RRS1 RUBCNL S100A11 SDC1 SEC24D SELPLG SERP1 SERPINH1 SET SETBP1 SFPQ SH2D1A SHMT2 SIK1 SLA SLC16A6 SLC19A1 SLC1A4 SLC33A1 SLC38A1 SLC3A2 SLC47A1 SLC6A15 SLC7A11 SLC7A5 SMYD5 SNTB1 SORD SOX11 SRSF7 SSX4 ST3GAL6 ST6GAL1 ST7 STAG2 SULF1 SUMO3 TAPBPL TCF4 TIMM44 TLK1 TMED1 TMEM255A TMPRSS15 TMPRSS3 TNFRSF10D TNFRSF17 TNS3 TPP1 TRAF3IP3 TRBV21-1 TRIB3 TSHR TTC39A TYMS UBE2E1 UBE2J1 UCK2 VARS1 WIPF1 WNT5B XBP1 ZBTB38 ZEB2 ZHX2 ZMIZ1 ZMYND8 ZNF532 HELLER_HDAC_TARGETS_SILENCED_BY_METHYLATION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HELLER_HDAC_TARGETS_SILENCED_BY_METHYLATION_DN ADCYAP1 ALDH3B1 ALG8 ANK3 ANP32B ATF3 ATF4 ATF5 AUTS2 AVEN BAG3 BCL2 BCL2L1 BCL3 BHLHE40 BLNK BTN3A2 CADM1 CAPN2 CASP1 CBR3 CBS CCDC69 CCN4 CCND1 CCND2 CCPG1 CCR1 CCR2 CD180 CD28 CD48 CD58 CD79B CDK14 CDKN1B CDKN2A CDKN2C CEACAM1 CEBPB CEBPG CELF2 CERS2 CFLAR CHAC1 CHST15 CILK1 CLEC2B CLEC7A CLIC2 CLK1 COPZ2 CYC1 CYTIP DCPS DDIT3 DDIT4 DEPTOR DESI2 DNAJB1 DNAJB12 DNAJB4 DNAJB9 DNAJC15 DOCK10 DST DUSP6 E2F2 ECPAS EHD3 EIF5 ELF1 EPCAM EYA2 FAIM FAM149A FARP1 FAS FERMT1 FGFR3 FKBP11 FLI1 FMNL1 FNDC3A FXYD5 GADD45A GALNT14 GAS2 GDF15 GGT1 GJA1 GSDMB GSTO1 GUCY1A1 HBB HBD HBG1 HDGF HERC4 HERPUD1 HGF HMOX1 HNRNPUL1 HOMER3 HSP90B1 HSPA1A HSPA1B HSPA6 HSPA9 HSPB1 HSPD1 HSPE1 HSPH1 IFI16 IFNAR2 IFRD1 IGF2BP3 IGKC IL21R IL27RA IL6R ILF3 INHBE IQGAP2 IRAG2 IRAK1 IRF4 IRF8 ISG20 ITGA4 ITGB5 ITGB7 JCHAIN JMJD1C KCNK1 KCNN3 KIAA1549L KIZ KLHL21 LAPTM5 LIMD2 LINC00869 LOC100505915 LONP1 LRP2BP LRP8 LRRC41 LSAMP LY9 LY96 MAF MAFF MAFG MAGEH1 MAP4K1 MAPK13 MARCHF6 MBNL1 MFNG MRPS15 MYB MYBL2 MYC MYCL MYCN MYOM2 MZF1 NFE2L1 NFIC NIBAN1 NOL12 NR3C1 NSD2 NSMAF NUAK1 NUP210 OAS1 OAS2 OGT OLR1 P2RX5 PDE3B PDE4D PDIA6 PDK1 PFAS PHACTR2 PHF11 PIM2 PITPNC1 PITX1 PKD1 PLCL2 PMF1 PMM2 POLR3E POU2AF1 PPP1R15A PPP1R16B PPRC1 PRSS3P2 PRTN3 PSAT1 PSMB10 PTPRC PXDN QPCT RAB15 RASGRP3 RBM3 RHOBTB1 RPL10 S100A11 SCD SDC1 SEC24D SELPLG SERPINH1 SETBP1 SH2D1A SHMT2 SLA SLC1A4 SLC25A15 SLC25A51 SLC38A1 SLC3A2 SLC47A1 SLC7A11 SLC7A5 SMYD5 SNHG32 SNTB1 SOHLH2 SPCS2 SRM SRSF7 SRSF8 ST14 ST3GAL6 ST6GAL1 ST7 STAG2 STAT6 SUCLG2 SULF1 SUMO3 SYNE3 TAPBPL TCF4 THUMPD2 TIMM44 TLK1 TMPRSS15 TNFRSF10D TNFRSF14 TNFRSF17 TNS3 TPP1 TRAF3IP3 TRIB1 TRIB3 TSHR TXNDC15 TXNDC5 TYMS UBE2E1 UBE2J1 UCK2 USF2 VEGFA WIPF1 WNT5B XBP1 ZBTB38 ZEB2 ZHX2 ZMIZ1 ZMYND8 ZNF280D ZNF532 ZNF804A HELLER_HDAC_TARGETS_SILENCED_BY_METHYLATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HELLER_HDAC_TARGETS_SILENCED_BY_METHYLATION_UP AAMDC AASS ABAT ABCB1 ABHD5 ABTB2 ACADSB ACOT7 ACSBG1 ACSL3 ADARB1 ADCY9 AGRN AHNAK2 AHR AKAP12 AKAP13 AKR1C3 ALCAM ALDH1A3 ALDH2 ALDH4A1 ALDOC ALPG ALPP ANKRD6 AP5Z1 APLP1 APLP2 APOE AREG ARG2 ARL6IP1 ARMC9 ARMCX2 ASMTL ATF7IP2 ATG12 ATG2A ATP13A2 ATP1B1 ATP6AP2 ATP6V0D1 ATP6V1D BAIAP2 BAIAP3 BCL6 BEX3 BEX4 BIK BIN1 BIRC3 BLTP1 BMP2K BRCA2 BTG1 C1S C3 C3orf14 CACNA1G CALM1 CAMTA1 CCK CCNA1 CCNF CD24 CD9 CDC14B CDH1 CDH19 CDK18 CDKL3 CDKN1A CDKN1C CDR2L CEL CEP131 CEP55 CFH CGA CGB3 CGREF1 CLIP2 CNTNAP2 COL14A1 COL6A2 COTL1 CRIP2 CRISPLD2 CSPG5 CSRP2 CSTA CTH CTSV CXCL11 CYP1A1 CYP1B1 CYP26B1 CYRIA DAZL DBN1 DDAH2 DDX4 DDX43 DENND5A DHRS2 DLGAP5 DLX2 DMRT1 DNAH3 DNM3 DOP1A DPEP3 DSE DUSP1 DUSP2 DYRK3 DZANK1 DZIP1 DZIP3 EFHC1 EFNB2 EGR1 EGR2 EGR4 EHHADH EIF4EBP2 ELOA-AS1 ENAH ENPP2 EPAS1 EPHA3 ERO1B FBN1 FBP2 FDXR FER FGD6 FGFR1 FGFR3 FGFR4 FHL1 FKBP1B FLNA FLNB FN1 FOS FOXG1 FSCN1 FTCD FTL FUCA1 FZD5 G6PD GAGE1 GAGE2A GAL GATA3 GLCE GLDC GLUL GM2A GMPR GNS GPM6A GPSM2 GRN GSN H1-0 H1-2 H1-6 H2AB3 H2AC11 H2AC13 H2AC17 H2AC18 H2AC25 H2AC6 H2AC8 H2BC10 H2BC21 H2BC3 H2BC4 H2BC8 H3-4 H3C10 H3C12 H3C2 H3C4 H3C8 H4C12 H4C14 H4C2 H4C8 HABP4 HBA1 HBA2 HES1 HK1 HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DRB1 HLA-DRB4 HOXA1 HPGD HPSE HSD17B1 HSD17B11 HSPA1A HSPA2 ID1 ID2 IER3 IFI27 IFI6 IFIT1 IGFBP3 IL13RA1 IL15 ING1 ITGA6 ITGA7 ITGBL1 ITSN1 IZUMO4 JAG1 JAG2 JPT1 JUP KATNB1 KCNN2 KCTD12 KDM5B KHK KIAA0513 KIF4A KIF5C KIZ KLF2 KLHL24 KRT18 L1CAM LAMP3 LGSN LHX2 LIFR LONP2 LPCAT3 MAFB MAGEA11 MAGEA3 MAGEA4 MAGEA6 MAGEA9 MAGEB2 MAGEC1 MAP9 MAPK8IP1 MAPRE3 MAPT MARCKSL1 MEF2C MET MFSD12 MGST3 MICAL2 MICALL2 MIR22HG MLF1 MSH5 MSX1 MT1E MT1H MT1X MT2A MYBL1 MYCN MYO9B MYOF NAB2 NABP1 NAP1L3 NAT1 NCAM1 NCAN NEDD9 NEFL NEU1 NFYA NIPAL3 NPTX2 NR1H4 NR4A1 NR4A2 NRGN NRXN1 NTS NUDT11 NUP62CL NUP93 NXN OAT ODC1 OGDHL ORC5 PAEP PCDH9 PCLO PDGFRL PDLIM5 PEG10 PFKFB3 PFN2 PGBD5 PGF PHLDA2 PIGV PIK3CD PLEC PLK2 PLPPR2 PLS1 PLXNB3 PMEL POLR2L POR PPARD PPL PPM1E PPP2R3B PRKAR2B PRKCB PRPH PRSS2 PSAP PTGER4 PTK2 PYY RAB13 RADX RAI2 RASGRP2 RBFOX2 RCN3 RHCE RHOB RNF128 RNFT2 RPS20 RPS6KA2 RRAD RRAS RRBP1 RTN2 RUNDC3B S100A4 SAT1 SCP2 SDC4 SELENOP SEPTIN4 SERPINB5 SERPINE2 SERPINF1 SERPINI1 SFXN3 SGK3 SH3BGR SH3GL3 SLC12A8 SLC16A3 SLC16A4 SLC17A7 SLC25A31 SLC25A44 SLC4A8 SLC6A8 SLC9A1 SMARCD3 SMPD3 SNAI1 SNAP23 SNAP25 SORBS1 SORT1 SOX4 SPAG6 SPAG9 SPIB SPINK2 SPP1 SPTLC2 SQSTM1 SSX1 SSX2 SSX3 STAT1 STAT3 SWAP70 SYN1 SYT1 SYT11 TAC1 TADA3 TAOK3 TCEAL9 TDRD12 TENM1 TFAP2C TFEC TFPI TFPI2 TFRC TIMP1 TIMP3 TKTL1 TLE4 TLN2 TMEM127 TMEM143 TMEM47 TMOD1 TMSB15A TOP2A TOX3 TPM1 TRIP6 TROAP TSPAN12 TSPAN13 TST TTLL1 TUBA1A TUBB2A TUBB2B TUBB3 TUBB4A TUBB6 TUBG1 TUFT1 TULP3 TXNIP TXNRD3 UBD UBE2S ULBP2 UNC119 UQCRFS1 VCX WASF1 WDR7 ZBTB18 ZBTB43 ZCCHC14 ZER1 ZMAT3 ZNF10 ZNF556 ZNF557 ZSWIM8 HELLER_HDAC_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HELLER_HDAC_TARGETS_UP AASS ABAT ABHD17A ACACA ACSBG1 ACSL3 ADAM15 ADARB1 ADCY9 AGRN AKAP12 AKR1C3 ALDH4A1 ALDOC ANKRD6 ANKZF1 APLP1 APLP2 ARG2 ARMC9 ASMTL ATG4B ATP13A2 ATP6V0D1 BAIAP3 BBLN BCL6 BEX4 BIRC3 BIRC5 BLTP1 BLVRB BMP2K BRWD1 CACNA1G CADM4 CALCOCO1 CAMTA1 CCHCR1 CCNF CD9 CDC20 CDC34 CDC37 CDK10 CDKL3 CDKN1A CDKN1C CDKN2D CDR2L CENPE CENPF CEP131 CFH CGREF1 CHCHD7 CLPTM1 CLTC COTL1 CPD CRIP2 CRK CSRP2 CTTN CXCL10 CYP1A1 CYP46A1 CYRIA DAPK3 DBN1 DDAH2 DENND5A DHRS2 DLGAP5 DLX2 DNAAF11 DNM2 DNM3 DOCK6 DOCK9 DPM3 EFHC1 EHBP1L1 ENAH ENPP2 EPAS1 FAM20C FDXR FER FGFR4 FHL1 FN1 FSCN1 FTCD FTL G6PD GAGE2A GATA4 GLCE GLYR1 GM2A GMPR GNS GPAA1 GPM6A GPSM2 GRN GSDMB GSN GSTM4 H1-0 H1-10 H2AC11 H2AC13 H2AC14 H2AC17 H2AC18 H2AC25 H2AC6 H2AC8 H2AJ H2AZ2 H2BC21 H2BC8 H3-3B H3C10 H3C12 H3C2 H3C4 H4C12 H4C8 H4C9 HBA1 HBA2 HCFC1R1 HDAC3 HERC1 HES1 HHLA3 HLA-DPA1 HLA-DPB1 HLA-DRB1 HLA-DRB4 HMG20B HPSE HSPA2 ID2 IDI1 IFI6 IFIT1 IFT122 IFT140 IL13RA1 ING1 ISG15 ITGA6 ITGA7 JAG2 JUNB JUP KATNB1 KDM5B KHK KIF4A KLF2 KLHL24 L1CAM LAMP3 LIMA1 LLGL2 LONP2 LPCAT3 LRRC23 LZTS3 MACROH2A1 MAN1B1 MAOA MAPK8IP1 MAPKAPK2 MARCKSL1 MARK2 MBTD1 MEF2C MFSD12 MGST3 MICALL2 MLF1 MSH5 MSX1 MT1E MT1F MT1H MT1X MT2A MXRA7 MYO9B MYRF NAALAD2 NCAM1 NCAPD2 NCOA2 NCOA3 NEAT1 NEDD9 NEFL NEU1 NR4A2 NRGN NRTN NUDT11 PAGR1 PCSK1N PDE4DIP PDGFRL PDLIM7 PEG10 PFN2 PIGV PIK3CD PLD3 PLEC PLK2 PLPPR2 PLXNA3 PMEL POR PPARD PPL PPM1E PPP2R3B PRDX2 PRKAR2B PRKCB PRPH PTENP1 PTGER4 PTTG1IP RAB4B RABL2B RAD9A RADX RALGPS1 RCN3 RNASE4 RNF128 RPL29P12 RRAS RTN2 RUNDC3B S100A4 SAT1 SBF1 SCML1 SDC4 SEC23IP SELENOP SEPTIN4 SERPINI1 SEZ6L2 SFI1 SFXN3 SGK3 SH3GL3 SHTN1 SLC16A3 SLC17A7 SLC25A28 SLC4A8 SLC6A8 SLC9A1 SMARCD3 SNRNP70 SNTA1 SORBS1 SOX4 SPAG6 SPAG9 SPINK2 STARD3 STAT1 SYT11 TAOK3 TCAF1 TIMP3 TK1 TMEFF1 TMEM259 TMEM47 TMSB15A TOP2A TOP3B TRIP6 TSPAN12 TSPAN13 TSPAN4 TST TTLL1 TUBA1A TUBB2A TUBB2B TUFT1 TXNIP TYK2 UBD UQCRFS1 VCL VRK3 WASF1 WDR19 ZBBX ZBTB20 ZBTB43 ZCCHC24 ZER1 ZNF556 ZSWIM8 ZZEF1 HELLER_SILENCED_BY_METHYLATION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HELLER_SILENCED_BY_METHYLATION_DN AAK1 ADCYAP1 ADGRA3 ADRB2 AMY1A ASNS ATF3 ATF4 BAG3 CA2 CATSPER2 CBS CCPG1 CDS1 CEACAM1 CEBPB CHAC1 CLGN CLK1 CRBN CRELD2 CTH DDAH1 DDIT3 DDIT4 DNAJB1 DNAJB4 DNAJB9 DNAJC15 E2F2 EIF4EBP1 ENPP2 EPB41L2 F2RL1 FAM149A GDF15 GOT1 HBB HBG1 HGF HMOX1 HSP90B1 HSPA13 HSPA1A HSPA1B HSPA6 HSPH1 IDH1 IFRD1 INHBE JCHAIN LAPTM5 LRP2BP LSAMP MAF MAFF MAP1B MARS1 MIA2 MMP16 MYC MZF1 NEAT1 NIBAN1 OLR1 OSGIN1 P2RX5 PGM3 PHGDH PKD1 PLEKHA8P1 PLG PLTP PPARGC1A PPFIBP1 PPP1R15A PSAT1 PTPRC RCAN2 RFPL2 RGS16 RPS19 RPS6KA2 RRM2 SEC24D SERPINH1 SHMT2 SLC1A4 SLC3A2 SLC47A1 SLC5A3 SLC6A15 SLC7A11 SLCO4C1 STK39 SYT11 THBS1 TIMM44 TNFRSF17 TOX3 TPP1 TRIB3 TSHR TXNDC5 UFM1 USH2A WARS1 HELLER_SILENCED_BY_METHYLATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HELLER_SILENCED_BY_METHYLATION_UP ABAT ADAM19 ADAMDEC1 AGRN AIRE AKAP12 ALCAM ALDH2 APOBEC3F APOBEC3G APOC1 APOE ARL4C ARNT2 ARRB1 ATF7IP2 ATP13A2 AURKA BCL6 BIRC3 BLK BMP2K BTN2A2 BUB1 C3orf14 C5AR1 CACNG3 CAPG CAPN3 CCL19 CCNB1 CCNF CCNG2 CCR7 CD1E CD200 CD86 CDC20 CDC42EP4 CDH1 CDH11 CDKN1A CEL CELSR1 CENPF CEP55 CFB CFP CHI3L1 CHRNA1 CIITA CLDN3 CLEC7A CLIP2 CLU CNTNAP2 COL9A2 CRYBB1 CSAG2 CSF2RB CST7 CSTA CTSH CTSS CUL7 CX3CR1 CXCL10 CXCL13 CYP1B1 CYP3A5 CYRIA DAPP1 DAZL DDAH2 DDX43 DDX60 DENND5A DHX8 DNMT3L DOCK10 DOK4 DPEP3 EBI3 ENPP2 EPHX2 FBN1 FKBP5 FOXM1 FSCN1 FUT7 GAGE2A GATA3 GBP1 GCNT3 GPC4 GPM6B GPNMB GPR183 GPSM2 H2AC11 H2AC8 H2BC8 H3C4 HCK HERC6 HLA-DMA HLA-DMB HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB4 HLA-DRB6 HNMT HSD17B1 HSPA1A ICAM1 ID1 IDH2 IER3 IFI27 IFI44 IFI44L IFIH1 IFIT1 IFIT3 IFIT5 IFITM1 IGFBP3 IGFBP4 IGHA1 IL13RA1 IL15 IL17A IL1R2 IL32 IL3RA IL6R IQSEC3 IRF9 IRS2 ISG15 ISG20 IZUMO4 KCNN2 KLF4 KRT7 KYNU L1CAM LAMC2 LAMP3 LCP1 LDLR LORICRIN LPXN LRFN4 LSP1 MAFB MAGEA12 MAGEA3 MAGEA4 MAGEA6 MAGEA9 MAGEB1 MAGEC1 MAP3K6 MAP3K8 MBNL2 MCAM METTL7A MICAL1 MIR22HG MMP9 MSR1 MUC1 MX1 MYO9B MYOF MZF1 NADSYN1 NCAN NCF1 NCF2 NCF4 NCR2 NQO1 NR4A3 NRXN1 OCA2 OLAH OLFML2B PACSIN2 PAEP PDE4DIP PECAM1 PHLDA2 PIK3CD PIP5K1A PLA2G4C PLEK PLK1 PMAIP1 PML PPP1R16B PRAME PRF1 PRSS2 PTGER4 PYY RAB13 RAB9A RASSF2 REL RELN RGS1 RGS13 RIGI RNF19B RPS2 S100A13 S100A4 S100A6 S100P SAMSN1 SAT1 SBNO2 SEPTIN9 SERPINF1 SIRPA SLAMF7 SMARCA1 SMG7 SNN SOCS1 SOCS3 SPARC SPIB SSTR2 SSX1 SSX2 SSX3 SSX4 ST8SIA1 STAT1 SURF2 SYNPO TADA3 TANK TBRG4 TBX3 TCTN1 TDRD12 TFF2 TFPI TFPT TKTL1 TNFAIP2 TNFAIP6 TNFRSF11A TNFRSF1B TNFRSF25 TNFRSF4 TNFRSF9 TOP2A TRIM22 TRIP6 TSPAN15 TUBB2A UBD UPB1 USP18 VAMP8 VCAM1 VCX WLS XIST ZBTB43 ZER1 ZSWIM8 HENDRICKS_SMARCA4_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HENDRICKS_SMARCA4_TARGETS_DN A2M AGR2 ARHGDIB ASNS CCR1 CCR6 CD74 CLK1 CXCR6 CYP4B1 EFNB1 FCHSD2 GPR183 GPR6 HCST HENMT1 HEXB HLA-DRA HLA-DRB3 HPGD ID3 IGHG1 IL36B KCNJ2 LGALS3 LTBP2 LUM MAPK1 MC3R MC4R MC5R MYC NPFFR2 NRP1 NRP2 PER3 PLEKHG2 PLS1 PTP4A1 PTP4A2 SELENOP SFTPB SLF1 SPRY2 TACSTD2 TREM2 USP24 WDR45 YY1 HENDRICKS_SMARCA4_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HENDRICKS_SMARCA4_TARGETS_UP ABHD2 ACTN4 ADGRG1 AGT AHNAK ARL4C ATP2B4 CCL2 CDKN1A COTL1 CRYBG1 CTSB CTSH DCBLD2 EMP3 EPHB2 FADS3 FBLIM1 FHL2 FLNB FOSL2 GADD45A HKDC1 IGFBP4 ITGA3 ITGA5 JUN KRT15 LGALS1 LMNA LOXL2 MAP1B MFGE8 MIR503HG MMP1 MT1H MT1L PDP1 PERP PHLDB1 PLXNB2 PSG4 PSG5 PSG9 PTPN7 S100A2 SERPINE2 SMARCA2 SMARCA4 SPOCD1 TEC THY1 TPM1 UBE2H HERNANDEZ_ABERRANT_MITOSIS_BY_DOCETACEL_2NM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HERNANDEZ_ABERRANT_MITOSIS_BY_DOCETACEL_2NM_DN A2M CCND1 CD69 CDH1 CRYM EGR1 FBXO11 HSPA1L HSPA2 HSPA8 IL1RAP IL1RL1 IRF8 ITM2A KCNK2 LCP2 LUM PABPC4 PARD3 PDGFRA PPP1R3F WNT5A HERNANDEZ_ABERRANT_MITOSIS_BY_DOCETACEL_2NM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HERNANDEZ_ABERRANT_MITOSIS_BY_DOCETACEL_2NM_UP AGT ARHGDIB ASNS BNC2 BTRC CASP7 CD3D CGA CHST11 CRLF1 DCT EPAS1 ERBB3 FILIP1L FOLH1 GABBR2 H2BC21 HMOX1 HOXB2 IFI16 IFI44 IGF1R IL1RAP IQGAP2 KLRC3 LCP1 LPAR6 MAF MARCKS MCAM MIF-AS1 MLANA MST1L MYB N4BP2L1 NIPAL3 NPAS2 NR1H2 NR4A3 NTN4 PBDC1 PDZK1IP1 PIK3R1 PLA2G15 PLA2R1 PPP2R3A PRKD3 PRSS23 PTPN3 PTPRM PXK RAB31 RASGRF1 SERPINF1 SGK1 SH2D1A SLC35G2 SLC6A8 SLCO4C1 SSBP2 TGFBR3 THBD THBS2 TIMP2 TYR TYRP1 USP4 VHL VLDLR WRN ZFP90 HERNANDEZ_ABERRANT_MITOSIS_BY_DOCETACEL_4NM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HERNANDEZ_ABERRANT_MITOSIS_BY_DOCETACEL_4NM_DN GNAI1 GPC3 HIF1A SDHA TFRC TXNRD1 HERNANDEZ_ABERRANT_MITOSIS_BY_DOCETACEL_4NM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HERNANDEZ_ABERRANT_MITOSIS_BY_DOCETACEL_4NM_UP CD53 CDKN1A CERKL FGG GAGE12F GEM GHR H2BC21 HLF MAF MAGEA12 MAGEA6 MITF NT5E PMEL POSTN PRAME RASGRP1 SGK1 TIMP3 TNFRSF11B TP53INP1 TYRP1 HERNANDEZ_MITOTIC_ARREST_BY_DOCETAXEL_1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HERNANDEZ_MITOTIC_ARREST_BY_DOCETAXEL_1_DN ADGRL2 CAPG CASP7 CDC6 CDH11 CDK1 CDK2 CKS1B CLEC2B CTHRC1 DPYSL2 DTL FBXO5 FHL2 FIS1 GBE1 GLRX H4C3 IGFBP1 KLRK1 LTBP3 MAF MAN1A1 PDGFC PDGFRA PLOD2 PMEL POLD3 RASGRF1 RGS2 SDC2 SEMA4C SLC29A1 SNAI2 TUBB UBE2C XIST HERNANDEZ_MITOTIC_ARREST_BY_DOCETAXEL_1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HERNANDEZ_MITOTIC_ARREST_BY_DOCETAXEL_1_UP ABI3BP ADGRF2 AGT BCHE CCL21 CGA DAPK1 DUSP1 EDNRB ELAVL2 EMP3 FABP3 GAGE12F GPC3 GYG2 H2BC21 ITM2A LIX1L MAGEA5P MAGEA6 MALAT1 NEK2 PRAME RGCC SGK1 SPP1 TACR1 TCEAL9 TIMP3 TMEM98 TNFRSF11B VAMP8 VEGFC WNT5A ZGLP1 HERNANDEZ_MITOTIC_ARREST_BY_DOCETAXEL_2_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HERNANDEZ_MITOTIC_ARREST_BY_DOCETAXEL_2_DN A2M CCN1 CDH1 EGFL7 EGR1 FXYD3 GALNT3 ITGB2 MST1L MST1R NCS1 PPP1R3F SCD SPRY1 TAT TGFBR3 VCAN ZNF232 HERNANDEZ_MITOTIC_ARREST_BY_DOCETAXEL_2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HERNANDEZ_MITOTIC_ARREST_BY_DOCETAXEL_2_UP ABCA1 APOH ARPC1B ARRDC4 ASNS C11orf68 CD3D CD47 CD68 CD69 CKS2 CSF1 DCT DMWD ELMO1 ETV4 FOLR1 GADD45A GAGE12F H2AC6 H4C2 H4C3 HHEX HMGA1 IL1RL1 IL32 ITM2A KLF9 KLRK1 LAMA1 LAMA4 LCP1 LUM MAF MAP7 MARCKSL1 MBOAT7 MCU MGST1 MT1X MT2A MTA3 NT5E PHLDA1 PLAT PLAU PLK1 PRKD3 PRSS23 RGP1 S100A2 SELENOP SGCB SLC1A5 SPTSSB SQSTM1 TFF1 THBS2 TPR TYR TYRP1 HESSON_TUMOR_SUPPRESSOR_CLUSTER_3P21_3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HESSON_TUMOR_SUPPRESSOR_CLUSTER_3P21_3 CACNA2D2 CYB561D2 FUS HYAL2 NPRL2 RASSF1 TMEM115 ZMYND10 HESS_TARGETS_OF_HOXA9_AND_MEIS1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HESS_TARGETS_OF_HOXA9_AND_MEIS1_DN ANXA1 ANXA4 AQP9 ARG2 BTG2 C3AR1 C5AR1 CA4 CAMK2D CCL23 CCN3 CCR5 CD300LF CDH1 CHIA CLEC4A CLEC7A CPT1A CSF1R CSF2RB CTSS CTSV CXCL3 CYBB DAB2 DUSP1 EGR1 EGR2 EHD1 FCGR1A FFAR2 FGR FOS FPR1 FPR2 GCNT2 GPR137B GRK5 H1-2 HCK ID2 IL18 IL1B IL1R2 KLF4 LCN2 LILRB4 LIPA LITAF LPL LSP1 LYZ MCL1 MERTK MITF MMP8 MMP9 MPEG1 MRC1 MS4A6A MSR1 MYADM NDRG1 P2RY14 PHLDA1 PILRB PLEK PLSCR1 PSAP RNASE3 S100A4 SAMHD1 SIRPA SLC11A1 STX3 TF TGFBI TLR2 TPD52 TRPV2 UPP1 VCAN ZFP36 ZFP36L1 HESS_TARGETS_OF_HOXA9_AND_MEIS1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HESS_TARGETS_OF_HOXA9_AND_MEIS1_UP AFP ASNS BCAT1 BET1 BID C1QBP CD28 CDC45 CEBPA CLDN15 CTPS1 DNAJA3 DTYMK DUT ENTPD4 FABP5 GABPB1 GAS5 GLUD1 GOT1 GSTM1 HDAC2 HMGCR HOXA9 ICAM2 IDE IFRD2 IMMT KLF9 LIN28A MCM3 MCM3AP MCM7 METAP2 MRPL15 MSH2 MUC13 MYB MYBL2 MYLK NCL NEDD4 NOLC1 NOP58 NUCB2 ODC1 PDE7A PHGDH PINX1 PPAN PPID PRMT1 PSMG2 RHOJ RRM1 RRS1 RUVBL1 RUVBL2 SCHIP1 SLC26A6 SNRPA1 TFAP4 TP53BP1 TRIP13 TRMT2A TST UHRF1 WEE1 YBX3 HE_PTEN_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_PTEN_TARGETS_DN CCNG2 FOXO3 JUNB PSMD2 PTN TGFA VEGFA HE_PTEN_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_PTEN_TARGETS_UP AKT2 CCND3 CCNI CDK6 CDKN1A ECT2 ELK3 FGF1 ITGB1 MAF MYC MYCN PDGFA PLAGL1 RB1 TGFB2 TP53 ZNF274 HILLION_HMGA1B_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HILLION_HMGA1B_TARGETS ACADL ACADVL ACHE AK3 AKR1A1 ALDH3A2 ANXA1 ANXA5 ARF5 ARF6 ATP5F1B ATP5MC1 ATP5PB ATP5PD CCND3 CD3G CD44 CD5 CD80 CLU COX4I1 COX5A COX5B COX7A2 CRIP2 CSF2 CTSV CXCL10 CXCL2 CYP2J2 CYP3A7 DCC EPHA3 EPHA7 ERBB2 FGFR4 GABRR1 GFRA2 GMFB GPC1 GPX4 GRM5 GSTM1 HSP90AB1 ID1 ID2 ID3 LIMK1 MAK MGST1 MIF MYCN NGF NME1 NOS3 NRAS PCNA PCOLCE PDGFA PLAUR PNLIPRP2 PNOC PSMA1 PSMA6 PSMB4 PSMB6 PTMA RPL10 RPL13 RPL19 RPL21 RPS11 RPS12 RPS3A SDC3 SLC25A5 SLC6A11 SOD1 STAT3 TAC1 TIMP2 TK1 TNFRSF1A UNC5A UNC5B VCP HILLION_HMGA1_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HILLION_HMGA1_TARGETS ACHE AKR1A1 AKT1 ALDOA ARAF ATP5MC1 ATP5MC2 ATP5PB B2M CD3G CFL1 CHRNB1 CLU COX4I1 COX5A COX5B CRIP2 CTSV CXCL2 CXCL6 CXCR4 DCC EDNRB EEF2 ERBB2 ESR2 GABRB1 GABRR1 GHR GLRA1 GMFB GPR6 GPX3 GRM1 GSTM1 HRAS HSP90AB1 HSPB1 HSPD1 HTR6 ID1 ID2 ID3 IGF2R INSR IRS1 LIMK1 MAK MGST1 MIF MOS MYCN NEO1 NGF NME1 NME2 NPY NRAS P2RX1 PCNA PLCD4 PMP22 PNLIP PSMA1 PSMB6 RPL13 RPL19 RPL21 RPL36A RPS11 RPS12 RPS17 RPS3A SLC25A5 SLC6A11 SOD1 STAT3 TAC1 TACR1 TFRC TGFB3 TIMP2 TK1 VCP HINATA_NFKB_TARGETS_FIBROBLAST_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HINATA_NFKB_TARGETS_FIBROBLAST_UP ABCC1 ADAMTS3 ANXA13 AP2B1 ARF6 ARHGDIA BIRC2 BTN3A3 CCL20 CCNB1 CCNH CD83 CD9 CDH2 CXCL1 CXCL3 CXCL5 CXCL6 CXCL8 EDN1 EGFR ERCC1 ETS1 EXOSC9 FGF1 FGF2 FGF5 FN1 G0S2 GABBR1 GADD45A GCH1 GREM1 GSTO1 GTF2H4 HDGF HGFAC ICAM1 IER3 IL1B IL6 IRF1 KDM6A KRT7 LITAF LRRN3 MAP1B MAPK9 MMP1 MMP14 MRPL33 MSC MT3 MTSS1 MYBL1 NFKB1 NFKB2 NFKBIA NPAS2 PTX3 RABEP1 RAC1 RELA RELB RND3 RPA2 SEC24A SELE SERPINB2 SERPINE1 SEZ6L SOD1 SOD2 SPTBN1 TAF15 TBC1D12 TNFAIP2 TNFAIP3 TNFAIP8 VEGFA VIM HINATA_NFKB_TARGETS_KERATINOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HINATA_NFKB_TARGETS_KERATINOCYTE_DN CALB1 CEACAM6 CLEC16A DAPK1 DSG3 DUSP4 ESYT1 GPRC5A HOPX HYAL1 KLK6 KLK7 PALM PPL PTHLH RGS2 RIMS2 RUNX1 SCEL SULT2B1 THBS1 UPK1B ZNF185 HINATA_NFKB_TARGETS_KERATINOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HINATA_NFKB_TARGETS_KERATINOCYTE_UP ARHGDIA ARHGDIB BCL2A1 BIRC2 BMP2 CCL20 CCL5 CCNH CD83 CD9 CDH3 CDKN1A CFLAR CSF2 CXCL10 CXCL11 CXCL3 CXCL6 CXCL8 CYP27B1 EFNA1 EGFR ERCC1 ESM1 FN1 GABARAPL1 GADD45A GBP1 GPRC5B GSTO1 ICAM1 IL15 IL1B IL1RN IL32 IL6 IL7R IRF1 ITGB6 KRT10 KRT14 KRT7 LITAF MAP2K3 MAPK9 MMP1 MMP14 MMP9 MT3 MTSS1 NFKB1 NFKBIA NPR1 PLAT PLAU PNRC1 PTX3 RAC1 RARRES1 RELA RND3 SAA1 SERPINB2 SERPINE1 SLC7A2 SOD1 SOD2 SPRR1B STAT5A TAP1 TIAM1 TNC TNF TNFAIP2 TNFAIP3 TNFAIP6 TNFAIP8 TNIP1 TRAF1 VEGFA VIM WFDC2 WNT5A XPC HIRSCH_CELLULAR_TRANSFORMATION_SIGNATURE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HIRSCH_CELLULAR_TRANSFORMATION_SIGNATURE_DN ADGRA3 ADI1 ADIRF ALCAM ANAPC15 AP5M1 ARHGDIB ARHGEF17 ASF1A ATP10D ATP1B3 BAG1 BCLAF1 BLTP2 C1orf216 CALD1 CAV1 CAVIN1 CCND3 CENPF CHD9 COL4A6 COMMD8 COTL1 CRIM1 CRYBG1 DCAF6 DDX46 DENR DKK1 DLG5 DMD DPM3 DPYSL2 DROSHA DST DSTN EPS8 FBLN1 GALNT7 GAS2L1 GBP1 GCAT HACD2 HARS1 HEXIM1 HMGN3 HTRA1 IFIT5 ISOC2 KANK2 KIAA0930 KIF4A LASP1 MAMLD1 MLLT11 MPC1 MRPL20 MYH10 NAV2 NFIC NPM1 NQO1 NR2F2 PARN PCMT1 PDLIM4 PLS3 PRKACB PTDSS1 PTMS PTPRK RACGAP1 RAMP1 RAP2A RGS20 RUSC1 S100A1 SCHIP1 SFRP1 SLCO2A1 SPARC SPATS2L SPRY2 SRRT SRSF2 SRSF6 STARD7 SYNCRIP TCEAL1 TCF4 TGFB2 THBS1 TNS3 TOB1 TPM2 TSPAN14 TTC3 UBP1 WDR73 ZMIZ1 ZWINT HIRSCH_CELLULAR_TRANSFORMATION_SIGNATURE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HIRSCH_CELLULAR_TRANSFORMATION_SIGNATURE_UP ABCA1 ACSL3 ADGRE5 ADGRG6 AGFG1 ALAS1 ALDOC ANGEL2 ANKRD28 ANKRD46 ANXA3 ANXA7 APPL2 ARHGEF18 ARHGEF2 ARPC5L BCL2A1 BCL2L1 BCL3 BMAL2 BNIP3 C1R C1S CA9 CAAP1 CANT1 CARHSP1 CASP4 CD55 CD68 CDCP1 CFH CFHR3 CLEC2B CREM CSF3 CSNK2B CTBS CTSB CTSL CXCL3 CYB5R2 CYBC1 CYTH1 DCTN6 DENND1A DGUOK DHRS7 DOCK4 DTWD1 DUSP1 EEF1A2 EGLN1 EHD4 EIF1 EIF1B EPAS1 EPHA2 EPN2 EREG ETHE1 ETS2 EVI2A EVI2B EVL FBXL5 FBXO28 FGD6 FHL2 FOSL1 FST FUT8 FYN GALE GALNT2 GAS1 GATAD1 GCH1 GLRX GRN GSDMD GSDME GTPBP2 HAX1 HERC5 HEXA HEXB HIF1A HTRA2 IER2 IFI35 IFITM1 IFNGR1 IFRD1 IL15RA IL1A IL1B IL1R1 IL1RAP IL6 IL7 INTS11 IRF2 IRF7 IRF9 ISG20 ITPKA IVNS1ABP JUNB KCNG1 KLF2 LAMP3 LARP6 LGALS8 LHFPL2 LOX LY96 LYRM1 MAK16 MAP3K5 MAPK14 MFF MID1IP1 MME MMP3 MOCOS MOSPD2 MPG MRPL9 MRPS18A MTMR11 MTUS1 MYD88 NARF NEDD4L NIT1 NMI NPC1 NR1H2 NT5E OLR1 OSMR OXR1 P2RX4 P4HA1 PAPPA PARP8 PCGF1 PDE4B PDP1 PELI1 PGS1 PHLDA1 PIKFYVE PLAU PLAUR PLOD1 PLSCR1 PMAIP1 PNP PNRC1 PPM1D PROCR PROS1 PTPN2 PTX3 PYGL RAB29 RABGGTA RBM7 RGS17 RGS2 RIPK2 RND3 RNF19B RNF31 RNF41 ROBO3 RPL36 RRAGC S1PR1 SAT1 SBNO2 SEMA4C SERPINA1 SERPINB1 SERPINE2 SIAH2 SIGIRR SLC12A7 SLC1A4 SLC2A3 SLC33A1 SLC35G2 SLC39A8 SLCO4A1 SNAP23 SNAPC1 SNRNP27 SOCS3 SOD2 STAM STAMBP STAT3 STC1 STON1 STON1-GTF2A1L TAB2 TAP1 TEAD4 TGIF1 TIMP1 TJP2 TM4SF1 TMEFF1 TMEM59 TNFAIP1 TNFAIP8 TNFRSF21 TNFRSF6B TNIP2 TOR4A TRAF4 UAP1 UBA6 UBXN4 UCKL1 UGCG UPP1 VAMP4 VEGFA VRK2 WARS1 WIPI1 YBX3 YTHDC2 ZFAND1 ZMYM1 ZMYM6 ZNF140 ZNF200 ZNF45 HOEBEKE_LYMPHOID_STEM_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOEBEKE_LYMPHOID_STEM_CELL_DN ACTN1 ACTR2 AKR7A2 ALDH6A1 ARHGEF12 ATP1B1 BEX1 BST2 BZW2 C1QBP CAT CEBPB CFH CKS2 COX7A2L CRYGD CTDSPL CXCR4 DLK1 ELF1 ETV5 FAM124B FHL2 GABARAPL1 GADD45A GRK5 HMGB3 HSP90B1 HSPA1A HSPB1 ICAM2 ICAM4 IFI16 IL1B KHDRBS3 KLF2 KLHL7 LAPTM4B LEPROT LIMCH1 LSM5 MAFF MAL MARCKS MECOM METTL9 MLLT3 NDN NFIB NPR3 NUDT4 OGFOD3 OXT PCIF1 PHYH PIP5K1B PLS3 PMAIP1 PRDX2 PSEN2 PTPN11 RAB38 RALBP1 RGS2 RPL35 RPL36A RPS27 RPS27L RPS6 S100A6 SERPINE2 SHMT2 SLC39A8 SRGN SUCLG2 TAL1 TAX1BP3 TCF25 TFR2 TIMM13 TJP2 TMEM14A TMEM258 TMEM45A TNFSF10 TNS1 TXNIP UROD HOEBEKE_LYMPHOID_STEM_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOEBEKE_LYMPHOID_STEM_CELL_UP ABCA1 ADA ADAM28 ADGRE2 ARHGAP25 ARHGAP45 ATR BAALC BASP1 BCL6 BTK C11orf21 CCNL1 CCR9 CHD3 COBL CYTH4 DDX21 DOCK1 DPEP2 EIF4A1 EVL FAM30A HLX HNRNPA1 IGHM IQSEC1 IRF8 ITGA4 ITIH4 ITSN2 KDM3A KIAA0087 KLF3-AS1 KMT5B KNTC1 LPIN1 LRRFIP1 LUNAR1 MACF1 MCM3AP MED13L MEF2A METTL3 MN1 MSL1 NACA NCOR2 NF1 NLRP1 NPIPB3 NUDT3 OSBPL3 P2RY14 PALLD PGGHG PLXND1 PNN PRKCB RAB14 RAB31 RBBP6 RBM39 RERE RPS6KA2 RUNX3 SATB1 SCN3A SETBP1 SETD5 SF3B1 SFPQ SH3TC1 SLC24A3 SLC2A5 SLC33A1 SLC35E2B SLC38A1 SMARCA4 SPON1 STK32B TARBP1 TBCD TCF4 TENT4A TMEM41B TNFAIP2 TNFAIP3 TNS3 TPR TRAF3IP3 TRAF4 TRAF5 TRIB2 TRIM33 UBR2 USP34 HOEGERKORP_CD44_TARGETS_DIRECT_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOEGERKORP_CD44_TARGETS_DIRECT_DN APC BCAM EPHB3 GUCY2F HLCS KIR2DL3 LAMP2 MLLT10 PALM PLS1 PRDM2 SERPINA1 SLC14A1 SSTR4 HOEGERKORP_CD44_TARGETS_DIRECT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOEGERKORP_CD44_TARGETS_DIRECT_UP ADRB2 AFAP1 ALB AQP1 ATP1A2 CAMK2D CDKL5 CFI GCNT2 IL6 MAPK14 MFSD9 MITF MLLT3 NBL1 PDE6A PIGA PLG PYGL RGS3 RPUSD2 SERPINC1 SH3BP2 SOX5 STX1A TYMP HOEGERKORP_CD44_TARGETS_TEMPORAL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOEGERKORP_CD44_TARGETS_TEMPORAL_DN APOC3 AUH CCNG2 CRYGC DELE1 EFNA3 ELL FXN GCG HTR1A LYZ MEF2A MNAT1 MX2 NR4A3 NUCB2 PAFAH2 PIK3R3 PLK1 PRKACA SLC18A1 SNCA TERF1 USP6NL WASHC5 HOEGERKORP_CD44_TARGETS_TEMPORAL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOEGERKORP_CD44_TARGETS_TEMPORAL_UP CCDC85B FAS GPR31 KDELR1 MME MPP3 NFKB2 PNMT PRIM2 PRPF18 VGLL4 XIST HOELZEL_NF1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOELZEL_NF1_TARGETS_DN AASS ADAMTS1 ADAMTS5 ADCY1 ADGRL3 ADM AK5 ALKAL2 AMPH ARHGAP28 BCL11A BDNF BGN BOC C2orf68 C7 CAMK1D CBX3 CCDC3 CD200 CD24 CENPBD1P CHST7 COL3A1 CP CUX1 DCHS1 DLX6 DNAJC15 EDNRB EFNA2 FAM124A FAT3 FBLN1 FBXL7 FGF14-AS2 FN1 FOXO3 FRMD4A FSTL1 FTX GABPB1-AS1 GABPB1-IT1 GATA3 GATA3-AS1 GFRA2 GREM2 GRM7 GUCY1A2 HAUS5 HDAC9 HMCN1 HOTAIR HRK IGFBP5 JDP2 LATS2 LDLRAD4 LEPR LHX9 LINC03072 LIX1 LONP2 LRRN1 MATN2 MFAP2 MIAT MMP16 MYRF NECAB2 NR2F1 NR2F2 NREP NTRK3 PAK5 PCDH18 PCDHB2 PDGFRA PDK4 PDPR PHACTR3 PLEKHA6 PRICKLE1 PRKD1 RASA4B RLN2 RNF165 ROBO2 SATB1 SCGN SERPINF1 SLC16A14 SLC16A9 SLC35D3 SLC39A8 SLITRK6 SNAP91 SSTR2 ST6GAL2 ST6GALNAC5 ST8SIA1 ST8SIA2 TES TGIF1 TMEM200B TMEM204 TMEM44 TNRC18 TSPYL5 UBE2E2 UCMA WDR59 WNT5A WWOX XIST YPEL3 ZNF395 ZNF423 HOELZEL_NF1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOELZEL_NF1_TARGETS_UP ACAD11 ACVRL1 ADGRG2 AHNAK2 ANK2 ARHGAP26 ARHGAP36 ATXN1 B4GALT6 CAPN6 CCNB3 CD163L1 CEBPB CHRM3 CLCN5 CLSTN2 CPEB1 CPVL CYB561 DCBLD2 DCLK1 DEPTOR DGKK DRAM1 DUSP4 EDN3 EEF1A2 ENDOD1 EPS8 ERGIC2 FAM114A1 FAM131B-AS2 FAM199X FAM30A FAM89A FAS FSTL5 GAD1 GAP43 GDF15 GLS GNAS GPR22 GRIK2 GSAP GUCY1A1 H19 HBE1 HEY1 HGF HHIP HS2ST1 HS3ST3A1 HS3ST3B1 HS6ST3 HSPA4L HSPB8 IFI16 IGHM IGSF1 INSYN2B ITGA2 KCNH8 KISS1R LGALS3 LIMS1 LINC00511 LURAP1L MAML2 MAP2 MET MGAT4C MOSPD1 NACC2 NAP1L1 NAV1 NRCAM NRG1 NRIP1 NRXN1 NTS NUP62CL NXT2 ODAM OSBPL3 OSBPL6 PAG1 PAPPA PCDH17 PCDH7 PDGFA PDLIM5 PDZK1 PHACTR2 PHLDA2 PLEKHA5 PLK2 PLS3 PRSS12 PXDN RAB31 RAB3C RBM24 RELN RETREG1 RGS13 RGS16 RND3 RPS6KA3 S100A10 S100A2 SCG2 SCN9A SEL1L3 SEPTIN6 SERPINE1 SESN3 SLC18A1 SLC27A6 SLC41A2 SMKR1 SOX6 SPARCL1 SPATS2L STAMBPL1 STEAP3 STK17B STXBP5 SYT14 TENT5A THSD4 TMEM74 TNIK TRAF3IP2 TRIM44 TRNP1 TSPAN18 UPP1 UTS2 XK ZDHHC2 HOFFMANN_IMMATURE_TO_MATURE_B_LYMPHOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOFFMANN_IMMATURE_TO_MATURE_B_LYMPHOCYTE_DN ABCD1 ACY1 AKAP17A ATP1B1 ATP5F1C BOP1 CCND2 CD36 CD93 CDC45 CFP COX6A2 DOLPP1 EMID1 FOXN2 GALK1 GH1 GRID2 HBS1L HCK HES1 LHB LHX8 LIPC MARCKS MEA1 MYB MYL4 NEDD4 PAX2 PEPD PLD4 PPP1R14B PSME3 PTGR1 QKI RBP4 RELN SNRPC STXBP2 TAX1BP3 TGFB1 UCK2 USF2 VPREB3 VPS45 WDR13 ZFPM1 HOFFMANN_IMMATURE_TO_MATURE_B_LYMPHOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOFFMANN_IMMATURE_TO_MATURE_B_LYMPHOCYTE_UP APOE ARL2 ARRB1 BCL2 BGLAP CDK5R1 CENPA CIITA CMAHP CR2 CSF1 CUX2 EEIG1 ENTPD6 FCGRT FGF19 FXYD5 GAD1 GIMAP4 HLA-DQA1 JAK2 LRFN4 MS4A6A NEU1 NGEF OXA1L PACS1 PBX3 PCK2 POU5F1 RAB6B RABAC1 RFLNB RHOH RPA1 SELL SIAE STAT4 TUBA3C ZFPM2 HOFFMANN_LARGE_TO_SMALL_PRE_BII_LYMPHOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOFFMANN_LARGE_TO_SMALL_PRE_BII_LYMPHOCYTE_DN AATK ABCA1 ACTN2 ANK3 ANKS3 BAZ2A BCL3 BIRC3 CAPG CAPN1 CD151 CD2 CD55 COL4A3 CYP2B6 DBNDD2 EFNB3 ENDOU EVL FBP2 FHL1 GALT GJA4 GOT1 GPR137B HCK HSD11B2 HSPB8 IDUA IER3 IGHE IGKV5-2 IGSF10 IL4R JUN KLK1 KLK2 KMT2B LDAF1 LIPC LSP1 MDN1 NFKBIZ PIM2 PKIB POMC PRM1 PRRG2 PSEN2 RAB4B RABEP1 RAG1 RBP4 RELN SAMHD1 SBF2 SELENOP SERPINA2 SLC25A53 SPIN1 SPINK1 SREBF2 SRF TBXA2R TRDC UBA7 WDSUB1 WT1 ZG16 HOFFMANN_LARGE_TO_SMALL_PRE_BII_LYMPHOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOFFMANN_LARGE_TO_SMALL_PRE_BII_LYMPHOCYTE_UP AARS1 ABR ACTN4 ACY1 ANLN ANP32A ANP32B ANP32E ARL1 AURKA AURKB AZIN1 BRCA2 BUB1 CAMP CASP3 CBX1 CBX5 CCNA2 CCNB1 CCNB2 CCNE1 CDC20 CDC25C CDC45 CDCA3 CDCA5 CDK1 CDKN1A CDKN2C CDKN3 CENPA CENPE CENPL CHAF1B CIP2A CIT CKAP5 CKS1B CKS2 COIL CRIP2 CTC1 DBF4 DCTPP1 DDX19A DLGAP5 DNA2 DNMT1 E2F8 ECT2 EIF2AK2 ENO1 FAM111A FEN1 FLII GPHN GSN GSPT1 H2AC8 H2AX HAUS6 HELLS HES1 HJURP HLA-DQB1 HLA-DRB5 HMGB2 HMGB3 HOXC5 HTT IDE IL4 INCENP IPO5 ITGB7 JADE1 KIF20A KIF22 KIF23 KIF2C KIF4A KIFC1 KIN KPNA2 LDHA LIG1 MCM10 MCM6 MELK MIS18BP1 MKI67 MMP14 MTHFD2 MYEF2 MYH11 NASP NCAPH NCAPH2 NDC80 NEDD4 NEK2 NT5DC2 NUCKS1 NUDC NUSAP1 PCK2 PCLAF PIH1D1 PLK4 POLA1 PPP1CA PPP2CA PRC1 PSMC3 RACGAP1 RAD51 RAD54L RAMP1 RBL1 RFC3 RFC5 RPA1 RRM1 RRM2 SGO1 SLC29A1 SMC2 SMC4 SNX2 SPDL1 SSX2IP STIM1 STMN1 TK1 TMPO TOP2A TRIM46 TRIP13 TTK TUBA1A TUBA1B TUBA3C TUBB TUBB3 TUBB4B UBE2C UBE2S UBE2T VPS72 WDHD1 XPO1 ZNF358 HOFFMANN_PRE_BI_TO_LARGE_PRE_BII_LYMPHOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOFFMANN_PRE_BI_TO_LARGE_PRE_BII_LYMPHOCYTE_DN ACTN1 ADA ADGRG3 AHNAK AKR1C4 ANKRD28 ANKRD33B ANXA1 ANXA2 BCL2 BIN1 CCL5 CCND2 CD9 CHRNB1 CSF2RB CTSV CUBN DAB2IP DBNDD2 DNTT DSG2 EFNB3 ELOVL6 EMB EMP1 ENG ENTREP3 FRMD6 FXYD5 GBP7 GIMAP4 GRB7 GTF2H1 HEMGN HEXA HSPBP1 IFIT2 IGLL1 ITM2C KLF10 KRT86 LRFN4 LTB MAGED2 MAPK8IP3 MDN1 MGST2 NDRG1 NPC1 PKIB PPIC PTPN22 RCN1 RUNX2 SEMA7A SIAE SIPA1 SOCS2 SQLE SSBP4 ST3GAL6 STAT4 TBXA2R TCN2 THRA THY1 TNFAIP6 TRIM21 UGT1A10 VPREB1 WLS ZG16 ZPR1 ZYX HOFFMANN_PRE_BI_TO_LARGE_PRE_BII_LYMPHOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOFFMANN_PRE_BI_TO_LARGE_PRE_BII_LYMPHOCYTE_UP ATP6V1A CACNB3 CRYAA DDX51 ENPP1 FCRLA FZD7 GAP43 GZMH HDAC5 HLA-DQB1 KIF23 KIN LILRB3 LMO4 MYEF2 MYL4 PI4KB PIM2 PTPRA RHOH RRAS SAMD10 SARS1 SEC62 SOCS1 TAX1BP3 TIRAP TRIM46 HOFFMANN_SMALL_PRE_BII_TO_IMMATURE_B_LYMPHOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOFFMANN_SMALL_PRE_BII_TO_IMMATURE_B_LYMPHOCYTE_DN AP4B1 AQP4 CCNB1 CD151 CDC20 CDKN3 DNMT3A EFNB1 EZH2 FCGR2A FGL2 GFPT1 GFRA1 GLRX GPAM GZMM HLA-B IL6ST IL7R KMT2B MYH9 NUPR2 PLA2G4F PRM1 PTGR1 PTPRG RAB36 RAB6B RAG1 RAG2 RELN SELENOP SLC16A1 SLC3A2 SMARCA4 SREBF2 XRCC6 ZBED3 HOFFMANN_SMALL_PRE_BII_TO_IMMATURE_B_LYMPHOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOFFMANN_SMALL_PRE_BII_TO_IMMATURE_B_LYMPHOCYTE_UP ABHD14A ACY1 APOC3 CCND2 CD22 CD36 CD74 CD83 CFP CNR2 CTSH CXCR5 DAD1 EHD1 FCER2 FES FLII GGA2 GIMAP4 HES1 HLA-DMA HLA-DMB HLA-DQA1 HLA-DQB1 HLA-DRB5 HMBS HOXC5 ICAM1 IFI30 IGKV1D-33 IL4I1 ISYNA1 LAT2 LEFTY1 LHB LTB MAPK8IP3 MECOM MEF2C MFHAS1 MS4A1 MYBBP1A MYH11 MYOG NCF4 NEDD4 NLRP6 PEPD PLD4 PRPS1 PRTN3 PSAT1 RBMS2 SCD SDC4 SEMA4D SERPINB1 SIPA1 SLC2A3 SUCLG2 TRAPPC5 VEGFB XPO1 ZFP1 ZNF385A ZNF708 HOFFMAN_CLOCK_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOFFMAN_CLOCK_TARGETS_DN AVP BDKRB2 CCL5 CHGA GAB2 IFNL1 MGAT3 S100P TNFRSF4 VTN HOFFMAN_CLOCK_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOFFMAN_CLOCK_TARGETS_UP ANTXR1 ANXA1 CD36 HOXA7 JUN MIF TNFRSF11B UGT2B10 UGT2B15 UGT2B17 HOFMANN_CELL_LYMPHOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOFMANN_CELL_LYMPHOMA_DN ARID4A CASP10 CASP9 CCNA1 CDC34 CRADD CYC1 DAXX FADD H1-4 HRAS IFIT5 IFITM1 IFNAR1 IL11RA IL12RB2 IL15RA IL18R1 IL1RL2 IL6R KIR2DL4 KLRC1 MAD1L1 MAD2L1 MAGEB1 MAPK7 PDCD1 PMAIP1 PPP2R5B PRKAA2 PRKG1 RARA RARG RIN1 RORA TAF1 TAL1 TGFBR3 TNFRSF1A XPA HOFMANN_CELL_LYMPHOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOFMANN_CELL_LYMPHOMA_UP ATF1 BLK BNIP2 CCND1 CCNG2 CDK4 CEBPG CKS1B COPS5 CXCL8 DTYMK E2F5 FLI1 GPR68 H1-0 IFNA4 IL13 IL13RA1 IL18 IL1R1 IL3 ILF3 IRF8 KDM5A LIFR MAPK8 MDM2 MLLT10 MYBL2 MYC NCK1 NRAS PBX2 PRKCB RAB2A RAB9A RB1 RBBP5 REL RXRG SKP2 TAF13 TAF5 TBP TFAP2A TFDP2 TRIM22 YES1 HOFMANN_MYELODYSPLASTIC_SYNDROM_HIGH_RISK_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOFMANN_MYELODYSPLASTIC_SYNDROM_HIGH_RISK_DN AZU1 CD1E CD8B CLC DHH DYRK2 GPR12 HLF IFNAR1 MTMR11 PF4 PIK3CG PPBP PRG2 PRKAA1 PTCH1 STAT2 TP63 UPK3A ZNF117 HOFMANN_MYELODYSPLASTIC_SYNDROM_HIGH_RISK_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOFMANN_MYELODYSPLASTIC_SYNDROM_HIGH_RISK_UP CELSR2 COIL ELK1 KLF11 OGG1 PLCG1 PRKAR2A PTPRS TRAF6 ZMYM3 HOFMANN_MYELODYSPLASTIC_SYNDROM_LOW_RISK_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOFMANN_MYELODYSPLASTIC_SYNDROM_LOW_RISK_DN ANXA2 CAPNS1 CCND1 CDK2AP2 CKAP4 DUSP14 FERMT2 GDF15 GPRC5A H4C9 HRAS HSPA4 IER3 ILF3 KRT8 MAGEA3 MAGEA4 MAGEA6 MALL POU5F1 PSMD11 PSMD13 PSMD8 STIP1 TFAP2C TSPAN1 TUBB2A TXNRD1 UBE2M HOFMANN_MYELODYSPLASTIC_SYNDROM_LOW_RISK_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOFMANN_MYELODYSPLASTIC_SYNDROM_LOW_RISK_UP ATF3 CCL18 CDKN1A COIL DLEC1 DLK1 DNM2 GNA15 IL1RAP LTK MEOX1 MSX1 PRKCB PTPN7 PTPRS RUNX1 TBR1 TOB2 TRAF6 ZMYM3 ZNF136 HOFMANN_MYELODYSPLASTIC_SYNDROM_RISK_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOFMANN_MYELODYSPLASTIC_SYNDROM_RISK_DN ARFIP1 CXCL12 DLEC1 DYRK2 IFNAR1 LCP2 MNDA MTMR11 NFE2 NKG7 PAGE1 PCDHB17P PF4 PIK3CG PPP1R8 PRKAA1 RGS19 RHOH STAT2 TDGF1P3 TP63 UPK3A ZNF117 HOFMANN_MYELODYSPLASTIC_SYNDROM_RISK_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOFMANN_MYELODYSPLASTIC_SYNDROM_RISK_UP CCND1 CD9 CDK2AP2 DUSP14 FERMT2 GDF15 GPRC5A HRAS IER3 JUND MAGEA1 MAGEA3 MAGEA6 MALL MLF2 NCOR1 PSMD11 PTPRN STIP1 TK1 TOM1 TRAM2 TSPAN8 HOLLEMAN_ASPARAGINASE_RESISTANCE_ALL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOLLEMAN_ASPARAGINASE_RESISTANCE_ALL_DN ARF6 ARRB2 CCNG2 CCNI CMC4 DEDD DERL2 F8A1 HNRNPF HSPA13 MAD2L1BP MAPK1IP1L MARCKS MCUB MED28 MRPL15 PPIA PSME3 RAB5C RCHY1 RESF1 SNRPG SUMO2 UBE2Z ZNF318 ZNHIT3 HOLLEMAN_ASPARAGINASE_RESISTANCE_ALL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOLLEMAN_ASPARAGINASE_RESISTANCE_ALL_UP BCR CCDC69 CDR2 DPY19L1 EFHC1 EIF3K GALNS GLDC JMJD7-PLA2G4B LRP5L MICAL3 NOP53 NPHP4 NTRK3 PTGER4 RPL11 RPL3 RPL6 RPL7A RPS3 TAP2 TENT5C UBOX5 HOLLEMAN_ASPARAGINASE_RESISTANCE_B_ALL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOLLEMAN_ASPARAGINASE_RESISTANCE_B_ALL_DN ADGRG1 ARF6 ARRB2 CCNG2 DERL2 ELK3 F8A1 H2BC12L JUP MAN1A1 MAPK1IP1L RAB5C RAP2C UBE2Z ZNF318 HOLLEMAN_ASPARAGINASE_RESISTANCE_B_ALL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOLLEMAN_ASPARAGINASE_RESISTANCE_B_ALL_UP BCR CCDC69 CLEC11A EEF1B2 EEF1G EIF3D EIF3K EIF3L FBL GATA3 H3-3A IGFBP7 LPCAT1 NOP53 NTRK3 RACK1 RPL11 RPL13A RPL3 RPL4 RPL5 RPL6 RPL7A RPLP0 RPS3 RPS5 TENT5C TPM4 HOLLEMAN_DAUNORUBICIN_ALL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOLLEMAN_DAUNORUBICIN_ALL_DN GMEB2 ING3 MED28 NELFA NTAN1 PCBP2 PPDPF SHOC2 HOLLEMAN_DAUNORUBICIN_ALL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOLLEMAN_DAUNORUBICIN_ALL_UP CHD4 DUSP2 EIF2B4 ICAM4 KCNN4 MTX2 SLC11A1 HOLLEMAN_DAUNORUBICIN_B_ALL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOLLEMAN_DAUNORUBICIN_B_ALL_DN ARID4A CTCF CTDSP2 GMEB2 ING3 LSM8 MED28 NTAN1 PCBP2 PPDPF RHOA SHOC2 HOLLEMAN_DAUNORUBICIN_B_ALL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOLLEMAN_DAUNORUBICIN_B_ALL_UP ATP1A1 CDC37 CHD4 CNTN5 EGR1 EIF2B4 KCNN4 LARP1 PCDH9 THBD HOLLEMAN_PREDNISOLONE_RESISTANCE_ALL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOLLEMAN_PREDNISOLONE_RESISTANCE_ALL_DN ARPC2 CA4 CST7 DAPK1 KIR3DL2 MATK MATN1 PIEZO1 POLH SLC11A1 STOM HOLLEMAN_PREDNISOLONE_RESISTANCE_ALL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOLLEMAN_PREDNISOLONE_RESISTANCE_ALL_UP CRKL F8A1 HNRNPR HNRNPUL1 HRK MAGOH MED28 NTAN1 OTUB1 PCBP1 PHF2 POLDIP3 SMARCB1 SUMO2 TAF5 TIMM17A TLE5 TMEM131L U2AF2 ZNF318 HOLLEMAN_PREDNISOLONE_RESISTANCE_B_ALL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOLLEMAN_PREDNISOLONE_RESISTANCE_B_ALL_DN BLVRB CA4 CD69 CNTN5 GAPDH LPAR6 MAFF MATN1 NECTIN2 PCDHA9 SLC2A3 STOM HOLLEMAN_PREDNISOLONE_RESISTANCE_B_ALL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOLLEMAN_PREDNISOLONE_RESISTANCE_B_ALL_UP CDK2AP1 CS CTCF F8A1 HDGF HNRNPR HNRNPUL1 INTS15 MED28 NTAN1 OTUB1 PCBP1 POLDIP3 PRPF18 PSRC1 SMARCB1 SUMO2 THAP11 TLE5 TMEM131L UBE2Q1 WAC HOLLEMAN_VINCRISTINE_RESISTANCE_ALL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOLLEMAN_VINCRISTINE_RESISTANCE_ALL_DN ATP13A2 CD44 HMGB1 HNRNPU INTS1 LSM7 NME2 RASGRP2 RPL10 RPL12 RPL23A RPL31 RPLP2 RPS12 RPS15A RPS2 RPS24 SCNM1 TMSB10 VIM HOLLEMAN_VINCRISTINE_RESISTANCE_ALL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOLLEMAN_VINCRISTINE_RESISTANCE_ALL_UP ABHD3 ARHGAP32 CALU CBFA2T3 CREB3L2 DSC3 ELOA EPOR FKBP1A GNS KCNN1 KDM4B KPNA2 LBH MXD1 PISD PPM1B PTP4A3 RBMS1 RUBCNL RUFY3 SPATA2 SSH1 TRIM24 WIPF2 YRDC ZNF512B HOLLEMAN_VINCRISTINE_RESISTANCE_B_ALL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOLLEMAN_VINCRISTINE_RESISTANCE_B_ALL_DN ATP13A2 CD44 CDKN2D HNRNPU LSM3 NME2 PDLIM1 RPL12 RPLP2 RPS11 RPS12 RPS15A S100A13 SCNM1 TMSB10 VIM HOLLEMAN_VINCRISTINE_RESISTANCE_B_ALL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOLLEMAN_VINCRISTINE_RESISTANCE_B_ALL_UP ABHD3 ARHGAP29 BCL11B BTBD3 CALU CHCHD7 CREB3L2 CRMP1 DIDO1 DSC3 EFNB2 ELOA HLA-DQA1 KCNN1 KDM4B LBH MTF2 MTMR9 MXD1 NFATC1 PISD PLCXD1 PNN POM121 PPM1B PSME4 RBMS1 RUBCNL RUFY3 SH3GL1 SOX11 SPATA2 TBC1D9 TCFL5 TRIM24 YRDC ZNF263 ZNF304 ZNF512B HOLLERN_ADENOMYOEPITHELIAL_BREAST_TUMOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOLLERN_ADENOMYOEPITHELIAL_BREAST_TUMOR ACTA2 APOD CNN1 FRYL GABBR1 IGFBP5 ISLR MEF2C MYL9 MYLK PRELP RELN SERPINF1 TLCD1 TNNI2 TNS1 TRIM39 HOLLERN_EMT_BREAST_TUMOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOLLERN_EMT_BREAST_TUMOR_DN ACOT1 ACOT2 AP1M2 APOC1 ARHGEF16 ATP6V1C2 BCL11A BLMH BSPRY C1orf210 C1orf56 CALML3 CBLC CCDC120 CD24 CDCP1 CDH1 CDH3 CEACAM1 CELSR2 CHDH CKMT1B CLDN1 CLDN3 CLDN4 CLDN7 CLIC3 CRB3 CXADR CYSRT1 DDR1 DEDD2 DENND2D DSC2 DSG2 DSP EFNA3 EHF ELF5 ELMO3 ELOVL7 ENDOU EPB41L4B EPB41L5 EPCAM EPHA1 EPPK1 EPS8L1 EPS8L2 ERBB3 ESRP1 ESRP2 EVPL FAM83H FXYD3 FZD6 GJB2 GRB7 GRHL1 GRHL2 GSDMA HIP1R IDE IL17RE ILDR1 IRF6 JUP KCNK1 KDF1 KIF21A KLC3 KRT15 LLGL2 LRBA LSR LTF MAL2 MAP7 MARVELD2 MPZL2 MYH14 MYO5B NECTIN4 NIPAL2 NRTN OCLN OVOL1 PATJ PKP3 PLEKHG6 PLEKHH1 POF1B PPFIBP2 PPIF PRSS8 PTPRF RAB25 RHPN2 RIPK4 RNF43 SDR42E1 SHROOM3 SLC5A9 SORT1 SPINT1 SPINT2 SPTBN2 ST14 STAP2 STARD10 TFAP2C THRSP TJP3 TMC4 TMEM184A TMEM30B TMEM54 TMEM79 TMPRSS13 TMPRSS2 TNK1 WWC1 ZNF185 HOLLERN_EMT_BREAST_TUMOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOLLERN_EMT_BREAST_TUMOR_UP ADGRA2 ADPRH ANGPTL2 ANKRD1 AOX1 AP1S2 APBB1 APBB2 ARHGEF40 ARL6IP5 AXL B3GNT9 C11orf24 C1QTNF6 CALU CCDC102A CCL15 CCL2 CCR2 CDH13 CELF4 CFH CFL2 CFP CHRNA1 CLEC4A CSF1 CSF1R CSGALNACT2 CYSLTR1 DAB2 DBN1 DCN DDR2 DNM1 DOK1 EFEMP2 EHBP1L1 EMP3 ENO3 EPB41L2 F13A1 FAM167B FCGR2B FCGRT FCRL2 FKBP7 FKBP9 FLNC FN1 FOLR2 FXYD5 GAMT GLIPR1 GNB4 GPR34 GPR85 GZMH HHEX HLX HSPG2 HTRA3 IGFBP4 IKBIP IL18R1 ITGA5 ITGB1BP1 JDP2 LAMB1 LOXL1 LOXL3 LPAR1 LRP1 LSP1 LTC4S MARVELD1 MATN2 MCUB MEDAG MRAS MRC1 MRC2 MXRA8 NAAA NBL1 NEK9 NFATC1 NR2F1 NRP2 NRROS OLFM1 OSR1 OTUD7B P3H1 PCOLCE PDGFRA PHKA1 PHLDB1 PKD1 PLA2G15 PLAT PLEKHA3 PLXND1 POFUT2 PRRX1 PRRX2 PVR RAP1B RGS18 RIPOR1 RNF157 RRAD S100A4 SACS SCARA3 SEC23A SELENON SEMA7A SH3GLB1 SNX20 SNX6 SNX9 SPI1 SPTBN1 ST3GAL2 ST8SIA4 STK17B TGFBR2 TIMP2 TJAP1 TRAF1 TSPAN4 TTYH2 VEGFC VIM VSIG4 WAS WNK1 ZEB1 ZFPM2 HOLLERN_MICROACINAR_BREAST_TUMOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOLLERN_MICROACINAR_BREAST_TUMOR_DN ACKR3 ADAMTS5 ARMCX4 DRAM1 HPGD PTGES PTPRS SLC16A1 ST6GAL1 STEAP1 SYNPO TNC TNFAIP2 TUBB2B WNT5B HOLLERN_MICROACINAR_BREAST_TUMOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOLLERN_MICROACINAR_BREAST_TUMOR_UP AASS ABCB6 ACSS1 ATP1B1 BCKDHA BCL2L14 BHLHA15 C6orf58 CA6 CHN2 CLDN2 CPD CREB3L4 DDO DHRS4 DHRS7 ELAPOR1 FAM234B GGNBP1 GJB1 GNE HDAC11 HLA-A HOMER2 IQGAP2 LIG3 LMTK2 LRRC26 MANSC1 MFSD4A NCALD NR4A1 PIK3AP1 PPARGC1A RAP1GAP RASSF3 SIDT1 SLC31A2 SLC7A4 SMPDL3A SPDEF TESC TPD52L1 TSPAN13 TSPAN8 UPB1 HOLLERN_PAPILLARY_BREAST_TUMOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOLLERN_PAPILLARY_BREAST_TUMOR ALDH1A3 ARMCX2 ARMCX4 BBOX1 CEL CNMD CSN1S1 HEY2 HP HPGD KRT19 MUC15 NRARP PGAP4 PLCE1 RHOV SLC43A3 UGT8 WNT5B HOLLERN_SOLID_NODULAR_BREAST_TUMOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOLLERN_SOLID_NODULAR_BREAST_TUMOR_DN ADAMTS9 ANKRD44 AQP1 BMP2 COL2A1 DGKH ENPP2 GJA1 GLI3 HAS2 ICAM1 IFITM1 IGFBP4 IL1R2 LDAF1 LRRC8C NID1 P4HA2 PANX1 PDPN PTPRS RALGPS2 RBMS3 RYR1 SPARC TPST1 TRIM35 TSPAN11 TWIST1 VASH2 HOLLERN_SOLID_NODULAR_BREAST_TUMOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOLLERN_SOLID_NODULAR_BREAST_TUMOR_UP ADCYAP1R1 CD99L2 CGNL1 ITPKA LMO4 LTK MAP3K13 PDZK1IP1 POF1B TSPAN15 WDR72 HOLLERN_SQUAMOUS_BREAST_TUMOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOLLERN_SQUAMOUS_BREAST_TUMOR ACOT1 ACP6 ACSBG1 ADH7 ADTRP AHR APCDD1 AQP3 ASPRV1 ATG9B ATP12A AXIN2 BMP2 BMP4 BMP7 C11orf96 CACNA2D3 CADPS CALML5 CASP14 CDSN CLIP4 CRCT1 CRYBA4 CRYM CST6 CSTA CTPS1 CUX1 CWH43 CYP1B1 CYSRT1 DEFB1 DEGS2 DLX3 DSC1 DST EGR2 ELOVL4 ENDOU FABP5 FGFBP1 GAS7 GATA2 GATA6 GJA1 GJB4 GJB5 GJB6 GLTP GNAI1 GPR87 GPRC5D GSDMA HOPX HOXC13 HRNR HYAL1 ID1 ID3 IDE IL24 IL36RN IRX4 IVL JAG2 KLF4 KLK6 KLK7 KRT1 KRT10 KRT14 KRT15 KRT16 KRT17 KRT25 KRT27 KRT31 KRT33A KRT34 KRT35 KRT36 KRT5 KRT6A KRT6C KRT71 KRT72 KRT75 KRT79 KRT80 KRT81 KRT83 KRT85 KRT86 KRTAP1-3 KRTAP1-4 KRTAP13-1 KRTAP13-2 KRTAP15-1 KRTAP19-3 KRTAP19-8 KRTAP3-1 KRTAP3-2 KRTAP4-1 KRTAP4-9 KRTAP5-2 KRTAP6-3 KRTAP8-1 KRTAP9-9 KRTDAP LCE1F LIMK2 LRP4 LY6G6C MAL MMP7 MSX2 MT2A MT4 N4BP3 NFE2L3 NKD1 NOTUM OVOL1 PADI1 PADI3 PADI4 PARD6G PAWR PIM1 PINLYP PLA2G2E POLR3G POU3F1 PSORS1C2 PTBP3 PTCH2 RALGPS2 RASL11B RDH10 RDH16 RPTN S100A14 S100A3 SCEL SERPINB11 SERPINB2 SERPINB8 SERPINB9 SFN SLC23A3 SLC40A1 SLC46A2 SLCO5A1 SNCAIP SOSTDC1 SP6 SPO11 SPRR1A SYT9 TCF7 TCHH TGM1 TGM3 TNFRSF19 TP63 TRIM29 TUBA8 TUBB3 VAV3 WNT10A WNT6 ZNF703 HOLLMANN_APOPTOSIS_VIA_CD40_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOLLMANN_APOPTOSIS_VIA_CD40_DN ABHD10 ABL1 ACOT13 ACOT2 ACOT9 AEBP1 AGPS AKIP1 ANKMY2 ANKRD10 ANXA2 ANXA2P2 ANXA5 AP3B1 APBB2 ARMCX6 ATP5MJ ATP6AP1 B3GALNT1 BABAM2 BACH2 BAG3 BCR BDH2 BMP7 BRD3 BRD3OS BTN3A3 BZW2 C8orf33 CANX CASP1 CASP4 CASP6 CASP7 CCNB1IP1 CD58 CD79B CD9 CDH4 CDKN1B CERS6 CHMP2B COA3 CPOX CPVL CREG1 CRELD2 CRTC3 CRYZL1 CTNNA1 CTSC CXCR4 CYB5R2 DECR1 DECR2 DENND2D DENND5A DNMT3A DNPEP DPY19L1 E2F6 EEF1D EFR3A ELAPOR1 ELOVL6 F13A1 FADS1 FADS2 FAM174B FANCF FNDC3B FOCAD GAB2 GATM GFUS GMFG GNPDA1 GOSR1 GSDMD GSE1 GSTM1 GSTO1 GTF2H5 GTF3C1 GTF3C3 GUSBP11 H1-2 H2AC6 H2BC12L H2BC6 H2BC7 HCP5 HDAC9 HLA-B HLA-DRB4 HLA-E HLA-F HLA-G HLA-J HOMER1 HOXA10 HOXB6 HOXB7 HSBP1 IFFO1 IFIH1 IFITM1 IFITM3P7 IFT57 IGHA1 IGLC2 IGLL1 IGLL3P KLHL21 KLHL9 KYAT3 LAMB4 LDAH LDB3 LGALS3BP LITAF LRIF1 LXN LY75 MBP MGAT2 MGST2 MIPEP MPZL1 MRPL57 MSRB1 MSRB2 MSX1 MT1X MTMR2 MTRF1 MX2 MYD88 NAA35 NADK NAXD NDUFB8 NEK3 NINJ1 NIT2 NLRP2 NME4 NOSIP NOTCH2 NPC2 NUDT1 NUP42 NXN OSR2 OXSR1 PARP12 PCBD1 PCTP PDE4B PDLIM1 PGM1 PHYH PKIG PLXND1 PNMA1 PON2 PPA2 PPM1F PPP1CA PPP3CA PSMB8 PSMB9 PSME1 PSPH PYCARD QPRT RAG1 RASGRP2 RCN2 RHOA RNASE6 RNF138 RPH3AL RPL36AL RPL8 RPN1 RPP25 RRBP1 RTP4 RUBCNL RWDD2B RYK S100A11 S1PR4 SATB1 SATB2 SAV1 SEC23IP SEPTIN11 SERPINB1 SERPINF1 SERPINH1 SETMAR SIDT1 SKAP1 SLC16A3 SLC39A4 SMARCE1 SMIM10L1 SP140 SPINT2 SPTBN1 ST3GAL5 STAMBP STAT1 SUB1 SUCLG2 SYNE3 SYNGR3 TAP2 TARS1 TCF4 TCL1A TDRD7 TES TFG THUMPD2 THYN1 TIMM22 TIMM9 TLE1 TMEM131 TMX1 TOR1AIP1 TP53 TRAM1 TRIM13 TRIM22 TRIM44 TRIP6 TSPO UBE2L6 UGDH UROS USP7 UTS2 VIM VPREB1 VPS16 VPS72 VWA8 XK YBX3 ZAP70 ZBTB18 ZC3HAV1 ZKSCAN4 ZNF124 ZNF195 ZNF22 ZNF239 ZNF274 ZNF302 ZNF45 ZNF544 ZSCAN9 HOLLMANN_APOPTOSIS_VIA_CD40_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOLLMANN_APOPTOSIS_VIA_CD40_UP ACAT1 ADAM19 ADCK2 AGO1 AGPAT5 ALDH2 ALDH4A1 ARF3 ARPC1B ARPC2 ARPP19 ASH2L ATP6V1B2 ATP8A1 BASP1 BIN3 BLK BTK CAB39L CAP1 CD22 CD38 CD86 CD99 CDK14 CDKN3 CHMP7 CKAP4 CLSTN1 CLTB CNOT7 COLGALT1 COPS2 COPS3 COPS6 COTL1 CPNE3 CREM CUX1 CYB5R1 CYP39A1 DDX39A DDX3Y DEDD DENND1C DEPTOR DPYSL2 DST DUT E2F1 EAF2 EMC7 EMP3 ENDOD1 ENSA EPB41L2 ETS2 FANCA FLII FNTA FOXN3 G3BP1 GCHFR GM2A GNAS GRK6 GSR GTF2F1 GTF2IRD1 GTPBP6 HBS1L HDAC1 HGSNAT HMGB1 HMGB3 HSPBP1 HSPH1 IFI30 IGKC ILRUN INTS9 IRAG2 IRF8 ISCU ITGB1 ITGB7 JCHAIN KCNN3 KDM5D KIAA0930 LAP3 LCK LEF1 LGALSL LSM1 LSM4 LSR LTBP1 LY9 MAGEH1 MAK16 MAP4K1 MAP4K4 MAPK6 MAST2 MBD2 MCUB MEF2C MEIS2 MEST MFHAS1 MRPL34 MRPS22 MRPS33 MYBL1 MYH10 MYO1E NBEAL2 NCOR2 NEMP1 NFIB NQO2 NR3C1 NRGN NSG1 NUDT11 NUSAP1 PAK2 PARD6A PARN PARP1 PCDHGC3 PCM1 PCMT1 PDCD4-AS1 PDGFD PDLIM2 PEG10 PEMT PEX1 PEX3 PFDN2 PITX1 PLEKHF2 PPP2CB PPP2R2A PPP3CC PPP6R1 PRKCA PRPSAP2 PTPN22 PTPRC PXMP4 RAC2 RAP1B RFTN1 RGCC RGS13 RHEBP1 RNF126 RNF19B RPS4Y1 RUBCN RUNX3 SBF1 SDHB SERF2 SERINC5 SGCB SH2B2 SHMT1 SLC25A6 SLCO4A1 SMC4 SNRPD1 SNU13 SNX10 SNX19 SRP54 SS18 STAP1 SYNE1 SYPL1 TACC1 TBC1D1 TCEA1 TIMELESS TMEM106C TMEM147 TNFRSF17 TOX TRMT12 TSFM TUBA1A TUBA1B TUBA1C TUBB2A USP13 USP34 VAV1 XPO7 XRCC5 ZNF93 HONMA_DOCETAXEL_RESISTANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HONMA_DOCETAXEL_RESISTANCE ANAPC7 ANGPTL2 APRT ATP5F1E CALR CFL1 CLPTM1L COX7C CTNNB1 DYNLL1 ENO1 FXR1 GAPDH GSTP1 HACD2 HSPA5 IFI6 MAD2L2 MRPL17 MRPS6 MX1 MYDGF NDUFS3 PDCD5 PPP1R14B RACK1 RPL38 RPN2 S100A10 SLC25A3 SQOR TUBA1B TUBB UFM1 ZKSCAN8 HONRADO_BREAST_CANCER_BRCA1_VS_BRCA2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HONRADO_BREAST_CANCER_BRCA1_VS_BRCA2 BCL2 BIRC5 CCNA2 CCNB1 CCND1 CCNE1 EGFR EREG IFI27 KRT8 MDM2 MKI67 PGR RAD50 SKP2 TOP2A VIM HOOI_ST7_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOOI_ST7_TARGETS_DN ACSL3 AKR1C3 ALK ANG ANGPTL4 ANKRD36B APOBEC3G ARF3 ARID2 ARMH4 BAMBI C2CD4A C4orf47 C5 CADPS2 CCDC141 CCDC150 CCNG2 CDH12 CEMIP CLIP1 CNTNAP3 COL1A1 CREB3L1 CRIP1 CSGALNACT1 CXCL16 CXCR4 DENND1B DEPP1 DHRS2 DNAH5 ENO2 EPHB3 ETFA EXOC6 FAM131B FN1 FOXA1 GPR160 GUSBP1 GXYLT2 ID2 IGFBP5 IREB2 ITGB8 ITPR1 KDR KLC1 KMT5B LINC00907 LINC00960 MAGEA3 MBTD1 MCAM MCOLN3 MGAT5 MIRLET7BHG MLLT3 MMP1 MMP10 MMP13 MSANTD2 NAA25 NDRG1 NFKBIZ NNMT NOG NPTN-IT1 OBSL1 PAK3 PAK6 PCSK1N PDK1 PDK3 PDLIM4 PFKFB4 PGAP1 PHEX PLA2G7 PPFIA4 PPL PPP1R3B PRKRA RAP2A RBP4 RBPMS RNASE4 SLC14A1 SLC22A23 SPARC SPRY4 SRGAP3 STON1 SYT17 TBC1D8B TCN1 TENT5C TET1 TLCD4 TM4SF1 TMEM30B TMEM45A TMTC1 TP53INP1 TPM4 TRABD2B TRIB2 TSPAN31 TSPAN8 TTN VWA5A WHAMMP1 WNK3 ZBTB47 ZDHHC13 ZNF395 HOOI_ST7_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOOI_ST7_TARGETS_UP ACACB ADAMTS6 ADGRG6 AHCYL2 ANKRD33B ANXA3 ARHGAP18 ARHGAP26 ASNS ATF3 BAIAP2L1 CALB1 CCBE1 CCSER2 CDA CDH11 CERT1 CLCN4 CPLX1 CYP2U1 DPYD ENDOD1 EVA1A FAM200A FGF5 FHL1 FLNC FUT8-AS1 GLIPR1 GPR87 ID3 IL15 IL31RA IL32 IL6ST IL7R INPP4B ISOC2 JCAD KLHDC10 KLHL29 KRTAP2-3 LAMB3 LHX6 LPXN LRWD1 LY6E MAP3K14 MED13L MEGF6 MEST METTL21A MYO6 NAPEPLD NEXN NLN OGFRL1 PCGF5 PDAP1 PEG10 PI3 PMPCB PODXL PPP1R35 PRR5 RBP7 RBSN RCL1 RESF1 RFWD3 RGMB RUNX2 SERPINE1 SLC27A2 SLC35G1 SMKR1 SNAI2 SOX30 STON2 STRIP2 SUGT1 SYT1 TBILA TBL1X TGFA TMEM168 TNKS2 TNPO3 TRIP6 UGCG WASL ZNF385D ZNF616 HOQUE_METHYLATED_IN_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOQUE_METHYLATED_IN_CANCER APC APOC1 APOD BMP2 BRCA1 CADM1 CALCR CCND2 CDH1 CDH13 CDKN2A CDKN2B CDX1 CDX2 CHFR CREBL2 DAB2 DRD4 EDNRB ESR1 FABP3 FANCF FHIT FOXN2 GATA4 GATA5 GFAP GH2 GSTP1 HIC1 HOXA5 IL17A ME3 MGMT MLH1 PAX5 PTGS2 QDPR RARB RASSF1 RBP1 RUNX3 SEZ6L SFN SFRP1 SFRP4 SFRP5 SNRPN SOCS1 SOCS3 TFAP2A TIMP2 TIMP3 TWIST1 VCAN WT1 HORIUCHI_WTAP_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HORIUCHI_WTAP_TARGETS_DN ABCD3 ACAT2 AKR1B1 ANGPT2 ANKRD46 ANLN APOBEC3B ARF6 ARHGAP18 ARL5B ARL6IP6 ARSB ASF1A ASF1B ASPM ATG9A ATL3 ATP11C ATP2C1 ATP8B2 ATXN10 AURKA AURKB B4GALT6 BCAP29 BIRC5 BMAL2 BNIP2 BTBD6 BUB1 BUB1B BUB3 C11orf58 C12orf57 C1D C1QBP C21orf91 CANX CARD11 CAT CCDC86 CCNA2 CCNB1 CCNB2 CCNC CCT7 CD44 CDC20 CDC25B CDC27 CDCA2 CDCA3 CDCA8 CDH2 CDH5 CDK1 CDKN3 CENPA CENPM CENPN CENPW CEP55 CEP85 CFAP97 CHRNA1 CHST1 CKAP2 CKAP2L CKS1B CKS2 CMPK1 CNN2 COQ3 COX7B CRIP2 CSK CXADR CXCR4 CYTL1 DCXR DDX11 DDX39B DEPDC1 DEPP1 DHFR DKK1 DLAT DLGAP5 DNAJC10 DPY19L1 DRG2 EBPL EDEM1 EEF1B2 ENAH ENY2 ESPL1 FAM83D FANCD2 FASN FBL FBXO32 FDFT1 FDPS FECH FLNA FOXM1 FSD1 FUT11 GLO1 GLS GMFB GMNN GNG10 GSKIP GSPT1 GSR GTSE1 H2AX H2AZ2 H3-3A H4C3 HACL1 HELLS HJURP HMGA1 HMGA2 HMGB2 HMGCR HMMR HNRNPA3 HOOK3 HSP90AA1 IFNAR1 IMPDH2 ING3 IPO11 ITPRID2 KIF11 KIF14 KIF18B KIF20A KIF22 KIF23 KIF2C KIF4A KLHL8 KNL1 KPNB1 LAMP2 LBR LDHA LDHB LEPROTL1 LIN7C LMNB1 LMNB2 LRP8 LRRC17 LRRC8C LSM4 LXN MAD2L1 MAGED4B MAP1B MAVS MBNL1 MBTPS2 MCM7 MEDAG MELK MGP MKI67 MPP4 MPRIP MRPL48 MSTO1 MTPN MYBL2 NAA15 NAA50 NAP1L1 NCAPD2 NCAPG NDC80 NDUFA7 NEGR1 NEK2 NLN NMT2 NRARP NUCKS1 NUF2 NUP98 NUSAP1 ODC1 OIP5 PAICS PALD1 PAPOLA PAWR PBDC1 PBK PBRM1 PCLAF PDE1C PECAM1 PEG10 PEX13 PGF PGK1 PGRMC2 PHB1 PHF10 PI4K2B PIM3 PIMREG PLK1 PLP2 PNRC2 POLA1 POLD1 POLR1F POLR3G PPIA PPM1A PPP1R2 PRC1 PRR11 PSRC1 PTTG1 PURB RAB3B RACGAP1 RAD51AP1 RASSF2 RFC5 RGS4 RNF11 RPL13 RPL13A RPL15 RPL22L1 RPL3 RPL7A RPL7AP10 RPL7AP36 RPRD2 RPSAP44 RRM1 RRM2 SC5D SEPHS1 SEPTIN10 SGO2 SHMT1 SKA3 SLC25A5 SLC5A3 SMAD2 SMAD5 SNORD60 SNRNP27 SNRPA SPAG5 SPATS2L SPC24 SPC25 SQLE SRPRB ST8SIA4 STON1 STUB1 STYX SULT1B1 SYT1 TDP2 TFB2M TIMM50 TK1 TM9SF3 TMED5 TMEM106B TMEM123 TMEM245 TMEM33 TMEM64 TMEM97 TMPO TMSB15A TOP2A TOR3A TPP1 TPX2 TRBC1 TRBC2 TRIP13 TROAP TSNAX TTK TWF1 TYMS UBE2C UBE2S UBXN2A UHMK1 UHRF1 ULBP2 UNG UQCC2 USP28 USP38 VRK1 WDFY1 WTAP WWTR1 ZDHHC20 ZNF106 ZNF618 HORIUCHI_WTAP_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HORIUCHI_WTAP_TARGETS_UP ABCA1 ABHD5 ACP5 ACSL5 ACTA2 ACVR2B ADAM23 ADAMTS18 ALDH6A1 ANKRD12 ANKRD6 AP1S2 APH1B APOL1 APOLD1 ARHGAP26 ARID5B ARRB1 ART4 ASAH1 ATF3 ATL1 ATP2C1 BAMBI BEX1 BEX2 BIRC3 BIVM BRWD1 BST1 BTN3A3 C11orf96 C2CD2 C6orf58 CASP1 CASP7 CAST CCL2 CD109 CD200 CD58 CDC42EP5 CDH11 CEACAM1 CEBPB CEBPD CEP290 CFB CFH CFI CHD2 CHN2 CHST2 CLPB CNPPD1 COA7 COL27A1 COL4A1 COL5A1 COLEC12 COX7A1 CPPED1 CPQ CRACD CREG1 CRISPLD1 CROT CSF1 CTC-338M12.4 CTNS CXCL1 CXCL16 CXCL2 CXCL3 CXCL5 CXCL6 CYB5R1 DIRAS3 DKK3 DNAJB2 DNASE2 DUSP23 DUSP4 DUSP5 EDNRB EMC6 EMCN ENDOD1 ENTPD1 ENTPD4 EPSTI1 ERAP1 ETFRF1 F8A1 FAM167B FAM200B FBN1 FBXO22 FLT1 FNDC3B FNIP2 FOXN3 FRMD3 GABBR1 GALNT11 GCNT2 GDAP1 GDF3 GFPT1 GLCCI1 GLIDR GLIS3 GLMP GPRASP3 GVINP1 H1-0 H2AC18 H2AC6 H2AJ H2BC5 HES4 HEXA HEY1 HIVEP2 HMCN1 HMOX1 HNMT HOXB7 HTATIP2 HTR2B ICAM1 IFI44 IFIH1 IFIT2 IFIT3 IFRD1 IGF2R IL15 IL1R1 IL7R INPP1 ITFG1 ITGA1 ITGA4 ITM2A ITPR1 ITPR2 JAG1 KALRN KCNJ2 KCTD7 KDM2A KHNYN KIF16B KLF4 KLHL21 KLHL6 LACC1 LAMP3 LETMD1 LGALS3BP LGALSL LIMCH1 LINC00869 LINC01943 LPP LRIF1 LRRC1 LRRC32 LRRC8B LY75 LYRM7 MAFB MAN1C1 MARCHF3 MESD MID2 MIR3142HG MOBP MTRES1 MYL9 MYLIP NDRG4 NFIL3 NNT-AS1 NPIPA1 NR1D1 NR1D2 NR3C1 NUDT16 OLAH OLFML3 OPN3 OSMR OSTM1 PAPPA PAQR3 PARD3B PARP6 PCDH17 PCDHA9 PCGF5 PCMTD1 PCTP PDZD2 PELI1 PER3 PIK3C2B PITPNM3 PLAAT4 PLEK2 PLLP PLPP3 PMP22 PPM1D PPP1R3C PRCP PRKAB2 PRNP PTGFRN PTGS1 PTPN4 PTPRM QPCT RAB22A RAB33A RANBP3 RAPGEF5 RECK RFTN1 RGS2 RIT1 RNF13 RNF213 RORA RSAD2 SAR1A SCAMP1-AS1 SDC4 SEL1L SELE SERPINE2 SESN3 SH3KBP1 SH3YL1 SIPA1L2 SLC11A2 SLC25A51 SLC2A12 SLC2A3 SLC40A1 SMARCE1 SMCR8 SMOX SNHG7 SNX29 SOD2 SPAG16 SPATA18 SSH1 ST3GAL5 STC2 STX12 TAGLN TANC2 TAPBP TCIM TCN2 TCTA TFEC TFPI TFPI2 TGFA TLR3 TMED4 TMEM127 TMEM167B TMEM200A TMEM45A TNFAIP3 TNFRSF11A TPP1 TREX1 TRIB2 TRIM16 TSC22D1 TSPAN31 TSPYL5 TXNIP USP47 VCAM1 VLDLR VPS41 ZBTB8A ZEB2 ZFP36L1 ZNF267 ZNF302 ZNF503 ZNF655 ZNF667-AS1 ZNF678 ZNF702P ZNF71 ZNF721 ZNF91 ZSCAN29 ZSCAN30 HORTON_SREBF_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HORTON_SREBF_TARGETS AACS ACACA ACLY ACSS2 ALDOC CYP51A1 ELOVL6 FASN FDFT1 FDPS HMGCS1 HSD17B7 IDI1 INSIG1 LDLR LSS ME1 PCSK9 PMVK RDH11 SC5D SQLE STARD4 TM7SF2 HOSHIDA_LIVER_CANCER_LATE_RECURRENCE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOSHIDA_LIVER_CANCER_LATE_RECURRENCE_DN ACP2 ADRA1A ADRA2B ALAD APBA1 ART1 ATP5F1D BPI CASP6 CDA CDH17 CHRNA5 COBLL1 CTNND1 CUX2 DACH1 DHRS2 ENPP1 FDX1 GAB1 GADD45G GARNL3 GCHFR GCKR GHRHR GLRA2 H1-6 HAAO HSPBP1 INSM1 ITPRID2 LCAT LHCGR MAOA MME MOBP NAP1L3 PCYT2 PEMT PHGDH PIR PITX1 PKIA PMM1 PMP2 POU3F2 PPOX PPP1R1A PRKAR1B PRL PSMB3 RHAG SC5D SLC35D1 SMAD1 SMCP SPINK5 ST3GAL6 SULT1A1 TEK TESK1 THRB TJP2 TMEM11 U2AF2 URB2 USF2 USP14 ZBTB5 ZER1 HOSHIDA_LIVER_CANCER_LATE_RECURRENCE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOSHIDA_LIVER_CANCER_LATE_RECURRENCE_UP ACTR2 AKAP13 ANXA1 AOAH ATRX CAP1 CD3D CD48 CD74 CDH1 CDH13 CLDN10 CLDN7 CPXM1 CTSK CYP3A7 DSC3 FAM13A FGL2 FRZB GABRE GOLGB1 GPX2 GTF2B H2BC7 HDAC2 HSPA1B ITGBL1 KMT2A LAMB1 LGALS4 LUM MMP14 MPZL1 MSH2 NGF NKG7 OSBPL1A P3H4 PCNA PF4 PLD1 POU2F2 PPP1CB PSMB9 RALY RASGRP1 RGCC RNF216 RTL8C SH3YL1 SLC12A2 SLC8A1 SLF2 SNAI2 STAT1 TACC1 TCF4 TES TNFAIP3 UBD UBE2A HOSHIDA_LIVER_CANCER_SUBCLASS_S1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOSHIDA_LIVER_CANCER_SUBCLASS_S1 ACP5 ACTA2 ADAM15 ADAM8 ADAM9 AEBP1 AIF1 AKT3 ALDOA ALOX5AP ANXA1 ANXA4 ANXA5 AP2S1 AQP1 ARF5 ARHGDIB ARPC1B ARPC2 ASAH1 ATP1B3 ATP6AP1 ATP6V0B ATP6V1B2 ATP6V1F BCL2A1 BLVRA C1QB C3AR1 CAPZA1 CBFB CCL3 CCL5 CCN1 CCN2 CCND2 CCR7 CD151 CD37 CD3D CD47 CD48 CD53 CD74 CD8A CDC20 CDC25B CDH11 CDK2AP1 CELF2 CHN1 COL11A1 COL15A1 COL1A2 COL3A1 COL4A1 COL4A2 COL5A2 COL6A1 COL6A2 CORO1A CRABP2 CRIP2 CSRP3 CTSC CTSS CXCL1 CXCR4 CYBA CYBB CYFIP1 CYP1B1 DAB2 DCTN2 DDR1 DDR2 DDX11 DGKA DGKZ DNM2 DPYSL2 DUSP5 DUT EFEMP1 EFNB1 F13A1 FBN1 FBRS FCGBP FCGR2A FGL2 FHL3 FLNA FUT4 FYB1 GEM GLIPR1 GNAI2 GNS GPNMB GRN GSTP1 GUCY1A1 GYPC HCLS1 HEXA HIF1A HK1 HLA-DMA HLA-DOA HLA-DPB1 HLA-DQA2 HLA-DQB1 ID3 IER3 IFI16 IFI30 IGFBP5 IGKC IGLL1 IKBKE IL15RA IL2RB IL2RG IL7R IQGAP1 IRF1 ITGB2 ITPR3 KLC1 KLF5 LAMB1 LAPTM5 LCP1 LDHB LGALS1 LGALS3BP LGALS9 LGMN LHFPL2 LITAF LMO4 LOX LSP1 LTBP2 LTBP3 LTF LUM LYN M6PR MAP1B ME1 MFAP1 MGP MPHOSPH6 MSN MTHFD2 MYCBP2 NBL1 NPC2 NSMAF OAZ1 PAK1 PAM PAPSS1 PCLAF PEA15 PFN1 PGK1 PIM2 PKD2 PKMYT1 PKN1 PLAUR PLD3 PLP2 PNP POLD3 POSTN PPIC PPP1CB PPP4C PPP4R1 PRKD2 PRMT5 PROCR PSMD2 PTPRC PYGB QSOX1 RAB31 RALB RALGDS RCC1 RHOA RIN2 RIT1 RNASE1 RNASE6 RPA2 RSU1 S100A10 S100A11 S100A13 SLA SLBP SLC1A5 SLC2A1 SLC2A5 SLC39A6 SLC7A5 SMAD2 SMARCD1 SPAG8 SRGN SRI STK38 STX3 TAGLN TAX1BP3 TCF4 TFF3 THY1 TIMP2 TMSB4X TNFRSF1B TP53BP1 TPM2 TRAF3 TRAF5 TRIP10 TSPAN3 TUBA4A VCAN ZNF384 HOSHIDA_LIVER_CANCER_SUBCLASS_S2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOSHIDA_LIVER_CANCER_SUBCLASS_S2 ABCB10 ABCD3 ACP1 ADD3 AFP AHCY ARHGAP35 ARID3A ATF2 ATM ATP2B1 ATP2B2 ATP5PB ATXN10 BCAM BCLAF1 BRD3 BTG3 CASC3 CD46 CDK6 CHKA CLK2 COL2A1 CPD CSE1L CSNK2A1 CSNK2A2 CTNNB1 CUL4A CXADR DDX1 DDX18 DEK EIF4A2 EIF4B ENPP1 EP300 ERBB3 FBL FGFR3 FGFR4 FLNB GBF1 GCN1 GLUD1 GNAI1 GPC3 GTF2I GTF3C2 H1-0 HELZ HMGCR HNRNPA2B1 HNRNPC HNRNPU IDI1 IGF2 IGF2R ITIH2 KLF3 LBR MAPK6 MEST NCOA4 NET1 NR2C1 NR5A2 NREP NT5E NUP153 PEG3 PHF3 PHKA2 PIGC PLXNB1 PNN POFUT1 PPARG PPP2R1A PRDX3 PTOV1 RAB4A RBM39 RPL24 RPL27 RPL31 RPS19 RPS24 RPS25 RPS27 RPS5 RRP1B SEPHS1 SLC6A2 SLC6A5 SMARCA1 SMARCC1 SNRPE SNTB1 SREBF2 SSB SUMO1 SUZ12 TARBP1 TBCE TFIP11 TIA1 TIAL1 TM9SF4 TP53BP2 TPR TRIM26 TTC3 UBE2K HOSHIDA_LIVER_CANCER_SUBCLASS_S3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOSHIDA_LIVER_CANCER_SUBCLASS_S3 ABCB4 ABCC6 ABHD2 ACAA2 ACADM ACADS ACADSB ACADVL ACO1 ACOX1 ACOX2 ACSL1 ACY1 ADA2 ADH4 ADH6 ADK AGL AGXT AKR1C1 ALAS1 ALDH1A1 ALDH1B1 ALDH2 ALDH3A2 ALDH4A1 ALDH6A1 ALDH7A1 ALDOB ALPL AMFR AMT ANXA6 AOC1 APCS APOA1 APOC2 APOC4 APOH AQP7 ARG1 ARHGEF12 ARSA ASCL1 ASGR1 ASGR2 ASL ASS1 ATOX1 ATP5F1D ATP5PF AZGP1 BAAT BDH1 BHMT BLOC1S1 BLVRB BPHL BTD C1R C1S C4A C4BPA C8B CA2 CAT CBR1 CD14 CD302 CD81 CES1 CFB CFH CGREF1 CNGA1 COL18A1 COX5B CP CPA3 CPA4 CPB2 CPS1 CRABP1 CRYAA CRYM CSTB CTH CTSO CXCL2 CYB5A CYFIP2 CYP21A2 CYP27A1 CYP2C9 CYP2J2 CYP3A7 DAO DCAF8 DECR1 DNASE1L3 DPAGT1 DRG2 ECHS1 ECI1 EDNRB EGFR EHHADH EMP2 EPAS1 EPHX1 ETS2 F11 F2 F5 FAH FANCA FGB FGG FH FKBP2 FLT4 FMO4 FOXO1 FXR2 GCH1 GCHFR GCKR GGH GHR GJB1 GLYAT GOT2 GPT GPX2 GPX3 GSTA2 GSTO1 GSTZ1 HAAO HADH HGD HMGCS2 HMOX2 HPD HRG HSD17B10 HSD17B4 ICAM3 IDH2 IDH3A IFIT1 IGF1 IL13RA1 IL32 IL6R IMPA1 INSR IQGAP2 ISG15 ITIH1 ITIH3 ITIH4 ITPR2 IVD KCNJ8 KLKB1 KMO KNG1 LCAT LONP1 LPIN1 LPIN2 MAOA MAOB MAPRE3 MGST2 MME MMUT MSMO1 MT2A MTHFD1 MTHFS MYLK MYO1E NDUFV2 NFIB NFIC NFKBIA NHERF2 NNMT NRG1 PAH PAPSS2 PCCA PCCB PCK1 PCK2 PDK4 PGM1 PGRMC1 PIK3R1 PKLR PLA2G2A PLCG2 PLG PLGLB2 PNPLA4 POLD4 PON3 PPP2R1B PROS1 PTGR1 PTS QDPR RARRES2 RBP5 RGN RHOB RIDA RNASE4 SBDS SDC1 SDHB SDS SELENBP1 SELENOP SERPINA3 SERPINA6 SERPINC1 SERPING1 SHB SHMT1 SLC10A1 SLC16A2 SLC23A1 SLC23A2 SLC2A2 SLC35D1 SLC6A1 SLC6A12 SLC7A2 SLCO2A1 SLPI SMARCA2 SOAT1 SOD1 SOD2 SORL1 SPAM1 SPARCL1 SRD5A1 SREBF1 SULT2A1 TCEA2 TDO2 TGFBR3 TINAGL1 TJP2 TMBIM6 TMOD1 TOB1 TPMT TST UQCRB VSIG2 ZNF160 HOSHIDA_LIVER_CANCER_SURVIVAL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOSHIDA_LIVER_CANCER_SURVIVAL_DN AARS1 ACOT2 ACSM3 ADH5 ADH6 ADRA2B AKR1A1 AKR1D1 ALAS1 ALDH9A1 ANKRD46 AOX1 AR ARF4 ART1 ATP2C1 ATP5F1D ATP6AP2 BAIAP2 C4BPB C5 C8B C9 CALCR CCT8 CPN1 CPOX CREB1 CTBS CUX2 CYB5A CYP2B6 DAD1 DCAF11 DLGAP4 DOCK4 DST EIF2B1 EMD ERCC5 F9 GCGR GCKR GGCX GHR GJB1 GRK4 GRM5 GSTM1 HAAO HABP2 HMGCL HMGCR HSPE1 IGF1 IMPA1 INSM1 ITPRID2 KCNJ3 LIPC MPC2 MSH6 MZB1 NAAA NARS2 NENF NIBAN1 PCK1 PCYT2 PFKFB1 PIGK PKLR PLAAT3 PLCB3 PLCG2 PLG PMM1 POLRMT PON3 PPP1R1A PROS1 PSMB3 PTPN18 PTPN2 RAD52 RFC2 RLF RPS6KA5 RRM1 SC5D SCG5 SDHC SELENBP1 SLC37A4 SLC4A4 SNX10 SREBF2 SRSF2 SUCLG1 TAF1C TDO2 TIMM8A TM7SF2 TMEM97 TRAF6 TTR TXN2 USP14 VPS41 XPA ZBTB17 ZER1 ZNF185 HOSHIDA_LIVER_CANCER_SURVIVAL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOSHIDA_LIVER_CANCER_SURVIVAL_UP ABLIM1 ACTR2 ADD3 AEBP1 AKAP13 ANXA1 ANXA3 AP1B1 ATP4B BCL2 CCDC6 CCL19 CCL21 CD48 CHERP CHSY1 CILK1 COL16A1 COL4A1 COL6A3 CPA3 CTNND2 CXCR4 DAB2 DDR1 DUSP5 EGF ELOVL2 EMP2 EPHA4 EPM2AIP1 FBN1 FILIP1L FMO1 FSHB GBA1 GPX2 HDAC9 HMG20B IER3 IFI30 IGFBP6 IQGAP1 ITGA9 KRT7 LOXL2 LPAR2 LPP MMP7 NCAPH NFKB2 NOL7 NOS2 NTS PODXL PRKG2 PSMB9 RBM34 RNASE1 SERPINB2 SERPINB8 SH3GL2 SLC12A2 SLC7A1 SLIT3 SP100 TCF4 TEAD4 TGFB1I1 TNK2 TRIO TSC22D2 WIPF1 HOUNKPE_HOUSEKEEPING_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOUNKPE_HOUSEKEEPING_GENES AAMP AAR2 AARS1 AARSD1 AASDHPPT ABCE1 ABCF2 ACAD9 ACBD3 ACBD6 ACTR1A ACTR1B ACTR2 ADH5 ADIPOR2 ADRM1 AGAP3 AGGF1 AHSA1 AIDA AIP AK2 AK3 AKIRIN1 AKIRIN2 AKT1 ALDH9A1 ALKBH5 AMFR ANAPC2 ANKFY1 ANKLE2 ANKRD10 ANKRD40 ANKRD52 ANKS1A ANP32A ANP32B AP1G1 AP2M1 AP3M1 AP3S2 APEH APH1A API5 APPL1 ARAF ARCN1 ARF1 ARF4 ARFGAP2 ARFGAP3 ARFGEF2 ARHGAP1 ARIH2 ARL1 ARL14EP ARL6IP1 ARL8B ARMC1 ARMCX3 ARNT ARPC2 ARPP19 ASNSD1 ASXL1 ATF6 ATF6B ATG101 ATG3 ATP5PF ATP6AP2 ATP6V0E1 ATPAF1 B4GALT7 BAD BAG1 BAG6 BANF1 BAP1 BAZ1B BCAP31 BCCIP BCKDK BET1L BFAR BLOC1S2 BLTP2 BMI1 BNIP3L BOD1 BORCS7 BRD3 BRD4 BRK1 BRMS1 BSDC1 BTBD1 BTBD2 BTF3 BTF3L4 BUB3 BUD31 BZW1 C11orf98 C14orf119 C1orf174 C1orf43 C6orf120 C6orf89 C9orf78 CAB39 CACTIN CALM1 CALR CAND1 CASC3 CBX1 CBY1 CCAR2 CCDC124 CCDC22 CCDC47 CCDC50 CCDC97 CCNI CCNK CCT2 CCT4 CCZ1 CD2BP2 CDC123 CDC16 CDC23 CDC26 CDC34 CDC37 CDC37L1 CDC42 CDC42SE1 CDC5L CDK4 CDKN1B CEBPZ CEBPZOS CFDP1 CFL1 CGGBP1 CHCHD1 CHMP2A CHMP2B CHMP3 CHMP4B CHMP6 CHP1 CHTOP CIPC CLNS1A CLPP CLPTM1 CLPTM1L CMAS CMPK1 CMTR1 CNBP CNOT11 CNPPD1 COA3 COA5 COA6 COASY COG3 COG7 COMMD7 COMT COPA COPB2 COPE COPG1 COPS4 COPS5 COPS6 COPZ1 COQ5 COX15 COX17 CREBBP CRK CRKL CRTC3 CSNK1A1 CSNK1D CSNK1G2 CSNK2A1 CSNK2A2 CSNK2B CTBP1 CTDNEP1 CTNNB1 CTNNBL1 CUEDC2 CUL1 CUL3 CUL4B CUTA CYB5B DAD1 DAP3 DARS1 DCAF12 DCAF15 DCAF5 DCTN2 DCTN3 DCTN4 DCTPP1 DDB1 DDX1 DDX17 DDX18 DDX19A DDX23 DDX27 DDX47 DDX51 DEAF1 DENND6A DENR DERL1 DHPS DHX15 DHX29 DHX38 DHX40 DIMT1 DNAJA1 DNAJA2 DNAJA3 DNAJB11 DNAJB6 DNAJC1 DNAJC11 DNAJC13 DNAJC3 DNAJC4 DNAJC5 DNAJC7 DNAJC8 DNAJC9 DNLZ DNTTIP1 DPY30 DRG1 DUSP11 DYNC1LI1 DYNLRB1 E2F4 E4F1 EAPP EBAG9 EBNA1BP2 EDC3 EEF1D EEFSEC EGLN2 EIF1AX EIF1B EIF2AK1 EIF2B1 EIF2D EIF2S1 EIF2S2 EIF3A EIF3B EIF3D EIF3E EIF3G EIF3I EIF3K EIF3M EIF4A1 EIF4A3 EIF4B EIF4G2 EIF4H EIF5A EIF5B ELAVL1 ELK1 ELL ELOF1 EMC2 EMC3 EMC4 EMC6 EMC7 EMC8 EMD ENSA EPN1 ERAL1 ERGIC1 ERGIC3 ERH ERI3 ERLEC1 ERP29 ERP44 ETF1 EXOC2 EXOSC4 FAF2 FAM168A FAM168B FAM20B FAM32A FAM50A FAM98A FBL FBXL3 FBXO28 FBXO42 FBXW4 FBXW5 FCF1 FEM1B FHIP2A FIBP FIS1 FIZ1 FKBP8 FLCN FRG1 FTSJ3 FUBP3 FXR2 FZR1 G3BP1 G3BP2 G6PC3 GABARAPL2 GATAD1 GATAD2B GBF1 GDI2 GET3 GET4 GFUS GGA2 GID8 GLE1 GNB1 GNL2 GNPAT GNPTG GOLGA3 GOLGA4 GOLPH3 GORASP2 GOSR2 GPBP1 GPI GPKOW GPN2 GPN3 GPX4 GSK3A GSPT1 GSTO1 GTF2B GTF2E2 GTF2F1 GTF2F2 GTF3A GTF3C3 GTF3C6 GTPBP1 GUK1 H2AZ2 H3-3B HAPSTR1 HAT1 HAX1 HCFC1 HDLBP HERPUD2 HGS HIGD1A HINT1 HIPK1 HMGXB3 HNRNPA1 HNRNPA2B1 HNRNPAB HNRNPD HNRNPDL HNRNPM HNRNPU HNRNPUL1 HNRNPUL2 HP1BP3 HSBP1 HSD17B12 HSF1 HSP90AB1 HSP90B1 HSPA4 HSPE1 HTATSF1 HTT ICMT IER3IP1 IGBP1 IK ILF2 ILF3 ILKAP INO80 INTS10 INTS12 IPO5 IPO8 IPO9 IQSEC1 ISCA2 ISCU ITCH IWS1 JAGN1 JAK1 JOSD1 JTB KARS1 KAT8 KBTBD2 KCMF1 KCTD20 KCTD5 KDELR1 KDELR2 KDM1A KDM2A KDM4B KEAP1 KHDRBS1 KHSRP KIAA0319L KIFBP KLHDC10 KPNA1 KPNA3 KPNA4 KPNA6 KRAS KXD1 LAMP2 LAMTOR1 LAMTOR5 LARP1 LARP4B LARS1 LCMT1 LDB1 LEMD2 LENG1 LENG8 LMAN1 LMAN2 LMF2 LONP1 LONP2 LRPAP1 LRPPRC LRRC41 LRRC59 LSM1 LSM12 LSM14A LSM14B LSM4 LTV1 LUC7L3 LYSET MAEA MAGOH MAN1A2 MAP2K1 MAP2K2 MAPK1 MAPK1IP1L MAPK8IP3 MAPRE1 MARCHF5 MAU2 MAX MAZ MBD1 MBD2 MCCC2 MCMBP MCRS1 MCTS1 MEA1 MECP2 MED10 MED13 MED19 MED21 MED25 MED28 MED4 MED9 MEPCE METTL9 MFN2 MFSD14A MGRN1 MIEF1 MKRN2 MLEC MLF2 MMADHC MORC2 MORF4L1 MORF4L2 MPHOSPH10 MRPL14 MRPL17 MRPL18 MRPL22 MRPL24 MRPL28 MRPL36 MRPL37 MRPL38 MRPL39 MRPL41 MRPL43 MRPL44 MRPL49 MRPL51 MRPL57 MRPL9 MRPS10 MRPS14 MRPS16 MRPS17 MRPS2 MRPS25 MRPS28 MRPS30 MRPS5 MRPS9 MRTO4 MSL1 MSL2 MTCH1 MTDH MTFR1L MTOR MTPN MYCBP2 MYDGF NACA NAP1L1 NAP1L4 NAPA NAPG NARS1 NAT10 NCBP1 NCBP2 NCL NCOA5 NDST1 NDUFAF2 NDUFB8 NEDD8 NELFB NFATC2IP NFX1 NFYB NGDN NGRN NIFK NMD3 NMT1 NOB1 NOL7 NOP14 NOP9 NOSIP NPEPPS NPLOC4 NRBP1 NSA2 NSMCE1 NSMCE4A NT5C2 NUCKS1 NUDC NUDT16L1 NUDT21 NUDT9 NUFIP2 NUMA1 NUP133 NUP153 NUS1 NXF1 OGT OS9 OSBP OST4 OSTC OTUB1 OTUD4 OXSR1 P4HB PA2G4 PABIR1 PABPN1 PACS1 PACSIN2 PAF1 PAFAH1B1 PAFAH1B2 PAIP1 PARK7 PARN PARP1 PATL1 PBDC1 PBX2 PCBP1 PCBP2 PCGF3 PCIF1 PCMT1 PCMTD2 PCSK7 PCYOX1 PCYT1A PDAP1 PDCD6 PDCD7 PDIA3 PDIA6 PDPK1 PDS5A PDZD11 PELP1 PFDN1 PFDN2 PGAM5 PGRMC2 PHAF1 PHF12 PHF5A PHRF1 PIGH PIN1 PIP5K1C PITHD1 PLAA PMPCA PMPCB PNO1 PNRC2 POFUT1 POLD2 POLE3 POLR1D POLR2C POLR2J POLR2K POLR3C POP7 PPIB PPID PPP1CC PPP1R11 PPP1R15B PPP1R37 PPP1R8 PPP2CA PPP2CB PPP2R1A PPP2R5A PPP2R5C PPP2R5E PPP5C PPP6C PPP6R1 PPP6R2 PPT1 PPTC7 PRCC PRDM4 PRDX5 PREB PREP PRKAA1 PRKAR1A PRKAR2A PRKCSH PRKRA PRPF18 PRPF19 PRPF38A PRPS1 PRPSAP1 PSMA2 PSMA5 PSMA6 PSMA7 PSMB1 PSMB2 PSMB4 PSMB6 PSMB7 PSMC1 PSMC3 PSMC5 PSMD1 PSMD10 PSMD11 PSMD12 PSMD14 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSME3 PSME3IP1 PSMG2 PSMG3 PTEN PTPN11 PTRH2 PUF60 PUM2 PURB PWP1 PWP2 QRICH1 R3HCC1 RAB11A RAB11B RAB14 RAB1B RAB2A RAB35 RAB3GAP1 RAB5A RAB6A RAB7A RAB9A RABGGTB RABL6 RAC1 RAD21 RAD23A RAD23B RALA RALBP1 RALY RANBP1 RANBP10 RANBP2 RANBP9 RANGAP1 RARS2 RBCK1 RBM14 RBM17 RBM25 RBM4 RBM42 RBM8A RBMX2 RBX1 RC3H2 RER1 RERE RGP1 RHBDD2 RHEB RHOT2 RING1 RMND5A RNF113A RNF139 RNF167 RNF168 RNF181 RNF20 RNF216 RNPS1 RPA1 RPA2 RPL15 RPL22 RPL35A RPL4 RPL7L1 RPN1 RPN2 RPS19BP1 RRAGA RRN3 RRP36 RRP7A RRP9 RSL24D1 RSRC2 RTCB RTF1 RUVBL1 SAP18 SAR1A SARNP SARS1 SART1 SART3 SAV1 SBDS SCAF1 SCYL1 SCYL2 SDF4 SDHAF2 SEC13 SEC24B SEC31A SEC61B SEC62 SENP2 SENP5 SEPHS1 SERBP1 SERP1 SETD5 SF1 SF3A2 SF3A3 SF3B1 SF3B2 SF3B4 SF3B5 SF3B6 SFPQ SGTA SH2B1 SH3GL1 SHARPIN SKIC3 SKP1 SLC25A11 SLC25A28 SLC25A3 SLC25A5 SLC30A5 SLC30A9 SLC35A1 SLC35A4 SLC35E1 SLC39A6 SLC4A1AP SLIRP SLTM SLU7 SMAD2 SMAP1 SMARCA5 SMARCB1 SMARCC1 SMC1A SMDT1 SMIM11 SMIM12 SMPD1 SMU1 SMYD5 SNAP29 SNAPIN SND1 SNF8 SNRNP35 SNRNP70 SNRPA SNRPB SNRPD3 SNX1 SNX12 SNX19 SNX27 SNX3 SOD1 SON SP1 SP2 SPAG7 SPAG9 SPG11 SPG7 SPPL3 SPRYD3 SPTSSA SREBF2 SRM SRP14 SRP9 SRPRB SRRM1 SRSF1 SRSF10 SRSF11 SRSF2 SRSF3 SRSF4 SRSF6 SRSF9 SSBP1 SSNA1 SSR2 SSR3 SSRP1 SSU72 ST13 STAT3 STAU1 STIM1 STIP1 STK11 STK24 STK38 STRAP STRN4 STT3B STUB1 STX4 STX5 STX8 SUB1 SUGT1 SUMO1 SUPT6H SURF4 SYF2 SYNCRIP TAB1 TADA2B TADA3 TAF10 TAOK2 TARDBP TAX1BP1 TBC1D20 TBCA TBCB TBCD TBK1 TBL1XR1 TCF25 TCP1 TERF2IP TEX261 THAP11 THOC7 THRAP3 TIMM17A TIMM17B TIMM22 TM9SF3 TMBIM6 TMCO1 TMED1 TMED10 TMED4 TMED9 TMEM101 TMEM127 TMEM147 TMEM165 TMEM183A TMEM203 TMEM219 TMEM230 TMEM245 TMEM248 TMEM256 TMEM258 TMEM259 TMEM30A TMEM42 TMEM50A TMEM60 TMX3 TMX4 TNKS TNKS2 TOLLIP TOMM20 TOMM22 TOMM70 TOR1A TOR1B TPI1 TPP2 TRAM1 TRAPPC3 TRIM28 TRIP12 TRIP4 TRMT112 TRPC4AP TSN TSPYL1 TSR1 TSR3 TTC1 TUBG1 TUSC2 TUT1 TXN2 TXNDC12 TXNDC9 TXNL1 U2AF1 U2AF2 UBA1 UBA2 UBAC1 UBAP2L UBE2D2 UBE2F UBE2G1 UBE2I UBE2J1 UBE2K UBE2Q1 UBE2R2 UBE2Z UBE3C UBFD1 UBL4A UBL5 UBL7 UBP1 UBQLN1 UBQLN4 UBR4 UBXN1 UFC1 UFL1 UFM1 UGP2 UROD USB1 USP14 USP22 USP39 USP4 USP48 UTP18 UTP3 VCP VDAC1 VEZF1 VPS16 VPS25 VPS26A VPS26B VPS29 VPS36 VPS37C VPS51 VPS52 VTI1B WAC WASL WBP4 WDR45B WDR46 WDR55 WDR82 WDR83OS WHAMM WIPI2 WRNIP1 XPOT YARS1 YIF1A YIPF3 YKT6 YME1L1 YTHDC1 YTHDF1 YWHAB YWHAE YWHAQ YY1 ZBTB17 ZC3H11A ZC3H15 ZC3H18 ZC3H3 ZDHHC6 ZDHHC7 ZFP91 ZFPL1 ZFYVE21 ZMAT2 ZMIZ1 ZMPSTE24 ZMYND19 ZNF146 ZNF330 ZNF593 ZNF706 ZNF777 ZNF865 ZRANB1 ZRANB2 ZRSR2 ZYG11B HOUSTIS_ROS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOUSTIS_ROS CAT CP CYP1B1 FTH1 FTL GCLM GLRX GLRX2 GPX1 GPX2 GPX3 GPX4 GPX5 GSR HMOX1 HMOX2 HP HPX MT1A MT2A PRDX1 PRDX2 PRDX3 PRDX4 PRDX6 SCAF4 SDC4 SOD1 SOD2 SOD3 TXN TXN2 TXNIP TXNRD1 TXNRD2 XDH HOWLIN_CITED1_TARGETS_1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOWLIN_CITED1_TARGETS_1_DN ABCB7 AKR1B1 AMACR ANGEL2 ASPH ATP1A2 BTBD1 CAP1 CDH11 CITED1 CLCA2 CRYAB EPB41L2 GALC HGF HIF1A IDO1 IER5 IFI16 JAK1 LIN7C MPZL2 NABP1 NR1D2 PALS1 PDGFD RAB6B RAD51AP1 RNF14 SC5D SERINC1 SLC25A24 SYT13 TFRC THBS1 TMEM30B TRIM34 UAP1 VPS53 HOWLIN_CITED1_TARGETS_1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOWLIN_CITED1_TARGETS_1_UP AIF1L ARHGAP9 CBX5 CD8A CLEC3B CNOT3 CPA5 DDX6 DPP4 EIF3L FGF23 GDPD3 GPC3 HAL HLA-B IL1R2 IL6R JAK1 KCNK1 KIF5B KRT85 MALAT1 MBP MLF1 NEMP2 NR2F2 PANK3 RBFOX2 RBM5 RESF1 SAMHD1 SNCA TMEM100 XIST ZBTB20 ZNF689 HOWLIN_CITED1_TARGETS_2_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOWLIN_CITED1_TARGETS_2_DN AMACR BID BPGM CAVIN3 CHRDL1 CITED1 FGG GALC MPZL2 PHGDH SLC41A2 SORL1 STC2 TMEM45B TRIM34 TRIM5 VAMP3 ZNF519 HOWLIN_CITED1_TARGETS_2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOWLIN_CITED1_TARGETS_2_UP CD24 DYNLT1 FBXO32 GBP2 IFI44 IQGAP1 KIF18A LACTB2 MALAT1 MAP3K7 MYB NFIA RESF1 SGCG SMARCA4 SPRR1A TRIM27 UCP1 WNT5A XIST HOWLIN_PUBERTAL_MAMMARY_GLAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOWLIN_PUBERTAL_MAMMARY_GLAND ANGPTL2 AOX1 APBB1IP APOD AREG CALML5 CCL23 CCL7 CCL8 CFH CITED1 COL18A1 COMT CPXM1 CTSB CXCL12 CYP4V2 DBP ELOVL6 EPS15 EPS8 EVI2A FCGR2B FCRLA FOXA1 HAL HSD11B1 IDI1 IFI16 IGHV4-28 IL1R2 INHBB KLF4 KRT10 KRTAP6-3 LIMD2 LSP1 MARCO MSR1 MYCL NAT8 NFIL3 NPR3 NPY6R PCK1 PDGFRA PENK PI4KA PROM1 PRRX2 PTEN PTN RECK REG3A RNASE3 RSPH3 S100A9 SFRP4 SLC30A1 SLC6A6 SMS TDRP THBS2 TNF TWIST1 VEGFD VPREB3 HO_LIVER_CANCER_VASCULAR_INVASION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HO_LIVER_CANCER_VASCULAR_INVASION AMPD3 CA2 CSF3R MAGEA9 OGG1 RAB39A RPAP1 RYR1 SERPINB6 TAF4B TRIM8 UBE3C ZNF687 HSIAO_HOUSEKEEPING_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HSIAO_HOUSEKEEPING_GENES AAMP AARS1 ABLIM1 ACKR1 ACTB ACTG1 AGPAT1 ALDOA ANP32B ANXA11 ANXA2 AP3S1 APEX1 APLP2 ARAF ARF1 ARF3 ARF4 ARHGAP1 ARHGDIB ARL6IP1 ARPC2 ATF4 ATIC ATOX1 ATP5F1A ATP5F1B ATP5F1C ATP5MC1 ATP5MC2 ATP5MC3 ATP5PB ATP6V1F B2M BCAP31 BCLAF1 BECN1 BRD2 BTG2 BUD31 C1QBP CALM2 CANX CAP1 CAPN2 CAPNS1 CAPZA1 CASC3 CAST CCND2 CCNI CCR9 CCT4 CD164 CD34 CD3E CD63 CD74 CD81 CES2 CETN2 CFL1 CHI3L2 CHKB CIRBP CLIC1 CLTA CLTC CLU COMT COPA COPS6 COX10 COX4I1 COX6A1 COX6B1 COX6C COX7A2 COX7C COX8A CSNK2B CST3 CSTB CTDSP2 CTNNB1 CYB5R3 DAZAP2 DCTN2 DDB1 DDT DDX39B DDX5 DHPS DSTN DUSP1 DVL3 DYNLL1 ECHS1 EEF1A1 EEF1B2 EEF1D EEF1G EEF2 EIF1 EIF3C EIF3E EIF3F EIF4A1 EIF4A2 EIF4A3 EIF4G2 EIF4H ENO1 ERH ESD EZR FAM193A FAS FBL FCGRT FHL1 FKBP1A FKBP4 FLNA FMOD FNTA FTH1 FTL FUCA1 FUS FYN GAPDH GDI2 GLUL GNAS GNB1 GPS1 GPS2 GPX4 GSTO1 GSTP1 GUSB H2AC18 H2AZ1 H3-3A H3-3B HDAC1 HINT1 HLA-A HLA-B HLA-DOA HLA-DPA1 HLA-DQA1 HLA-DQB1 HLA-DRA HLA-E HMGB1 HMGN2 HNRNPA1 HNRNPC HNRNPF HNRNPK HNRNPL HPN HSP90AA1 HSP90AB1 HSPB1 HSPD1 HTRA1 HYAL2 IFITM1 IFITM3 ILK IQGAP1 IRAK1 ISG20 ITGB1 ITPK1 JOSD1 JUNB JUND KARS1 KAT6A LAMP1 LASP1 LDHA LDHB LGALS1 LGALS3 LINC02967 LTA4H MARCKS MAZ MDH1 MGP MGST2 MLF2 MLH1 MORF4L2 MPRIP MSN MT-RNR1 MT2A MYH9 NACA NAP1L1 NCL NCOR2 NCSTN NDRG1 NDUFA12 NDUFA4 NDUFV2 NEDD8 NFIB NFKBIA NONO NPC2 NPIPB3 NPM1 OAZ1 OS9 PABPC1 PARP1 PAX6 PCBP2 PDLIM1 PEBP1 PFDN5 PFN1 PGAM1 PGK1 PHB2 PI4KA PIM1 PLP2 POLR2L PPIA PRDX1 PRDX6 PSAP PSD PSEN1 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMC1 PSMD2 PSMD7 PSMD8 PSME1 PTDSS1 PTMA PTP4A2 PTPN6 QARS1 RAC1 RACK1 RBPMS RER1 RFTN1 RHOA RPA2 RPL10A RPL11 RPL12 RPL13 RPL13A RPL14 RPL17 RPL18 RPL18A RPL19 RPL21 RPL23 RPL23A RPL24 RPL27 RPL27A RPL28 RPL29 RPL3 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36A RPL36AL RPL37A RPL38 RPL39 RPL4 RPL41 RPL6 RPL7 RPL7A RPL8 RPL9P7 RPLP0 RPLP1 RPLP2 RPN2 RPS10 RPS11 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS21 RPS23 RPS25 RPS26 RPS27 RPS27A RPS28 RPS29 RPS3 RPS3A RPS5 RPS6 RPS7 RPS8 RPS9 RPSA S100A10 SARS1 SEC61B SELENOW SEPTIN2 SERPINA3 SERPINB6 SET SF1 SF3B2 SLC25A3 SLC25A5 SLC25A6 SLC6A8 SNRNP70 SNRPD2 SNRPN SOD1 SON SPCS2 SPTBN1 SQSTM1 SRP14 SSB SSR2 STAT3 STMN1 STOM SURF1 TAGLN2 TAX1BP1 TCEA1 TLE5 TMBIM6 TMED10 TMSB10 TMSB4X TPR TPT1 TRAF4 TRIM28 TUBBP1 TXN TXNIP UBA1 UBA52 UBB UBC UBE2C UBE2D3 UQCRB UQCRH USP11 VDAC2 VIM VPS72 WARS1 XBP1 XPO1 YBX1 YWHAB YWHAH YWHAQ YWHAZ ZFP36 ZNF91 HSIAO_LIVER_SPECIFIC_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HSIAO_LIVER_SPECIFIC_GENES AADAC ABCB4 ABCC2 ABCC6 ACAA1 ACAA2 ACADSB ACAT1 ACOX2 ACSL1 ACSM3 ADH1A ADH1B ADH4 ADH6 AFM AGT AGTR1 AGXT AHSG AKR1C1 AKR1C4 AKR1D1 ALAS1 ALB ALDH1A1 ALDH2 ALDH6A1 ALDOB ANG AOX1 APCS APOA1 APOA2 APOB APOC1 APOC2 APOC3 APOC4 APOE APOF APOH ARG1 ASGR1 ASGR2 ASL ASS1 ATP13A3 AZGP1 BAAT BDH1 BHMT BZW1 C1R C1S C3 C4A C4BPA C4BPB C5 C8A C8B C8G C9 CASC3 CAT CBS CDH2 CDO1 CES1 CES2 CFB CFH CFHR2 CFHR4 CFI CP CPB2 CPN2 CPS1 CRADD CRHBP CRP CXCR2 CYB5A CYP27A1 CYP2A6 CYP2B6 CYP2C18 CYP2C9 CYP2D7 CYP2E1 CYP2J2 CYP3A4 CYP3A7 CYP4A11 CYP4F2 CYP4F3 DDT DECR1 DHCR24 DPYS EPHX1 F10 F11 F12 F13B F2 F5 F7 F9 FABP1 FAH FBP1 FCN2 FGA FGB FGFR4 FGG FGL1 FMO3 FMO5 FST FURIN G6PC1 GATM GCH1 GGCX GHR GJB1 GLUD1 GPT GSTA1 GSTA2 GSTO1 GSTZ1 GYS2 HABP2 HAL HGD HGFAC HMGCL HMGCS2 HNMT HP HPD HPN HPX HRG HSD11B1 HSD17B4 ID2B IGFBP1 IL13 IL13RA1 ITIH1 ITIH2 ITIH3 ITIH4 KLKB1 KNG1 KYNU LAMP2 LCAT LGALS4 LIPC LPA LPIN2 LSR MBL2 MGST1 MGST2 MMUT MSMO1 MST1 MTHFD1 MTTP NAMPT NAT2 NCOR2 NNMT NR0B2 NR1H4 ORM1 OTC PCBD1 PCCB PCK1 PCK2 PCSK6 PGRMC1 PLG PLIN2 PLOD2 PON3 POR PRDX4 PROC PROS1 PTGR1 PYGL PZP RARRES2 RBM4 RBP4 RGL2 RGN RIDA SAA1 SAA4 SC5D SDS SELENOP SEPHS2 SERPINA1 SERPINA3 SERPINA5 SERPINA6 SERPINA7 SERPINC1 SERPIND1 SERPINE1 SERPINF1 SERPINF2 SERPING1 SHMT1 SLC10A1 SLC2A2 SLC38A3 SLC39A14 SOD1 SORD SPP2 SSRP1 SULT2A1 SUPT4H1 TAF6 TAT TDO2 TF TFPI TM4SF4 TST TTR UGT1A10 UGT2B15 UGT2B4 UGT2B7 VTN HUANG_DASATINIB_RESISTANCE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HUANG_DASATINIB_RESISTANCE_DN ABCA3 ABCG1 ABHD11 ACSL3 ACSS3 ARX ASCL2 BBIP1 C14orf93 CA12 CALM1 CBX5 CDC42SE1 CERS6 CHPT1 CHRM1 CLDN3 CLN3 CREB3L4 CRNKL1 CYB561 DEGS2 DNPH1 EIF4E3 ELAPOR1 EMP2 EPB41L5 EPS15L1 GPD1L GREB1 HID1 ICA1 IGFBP2 IRX5 ISOC1 JPH1 LUC7L3 MAPT MEGF9 METTL9 MIX23 MYEF2 NSUN5P1 PDCD4 PLCB4 PLCH1 PLEKHH1 PREX1 PRLR RHOB SBK1 SCARB1 SLC16A6 SLC1A2 SLC25A15 SLC35A1 SLC38A1 SORBS2 SPIN1 STARD10 TBC1D30 TFF1 TMEM229B TOB1 TPD52 TRIM13 TRPS1 UBL3 VPS37C YME1L1 HUANG_DASATINIB_SENSITIVITY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HUANG_DASATINIB_SENSITIVITY_UP AGPS AKR1C3 ANTXR2 ANXA1 ARHGAP29 BTN3A2 BTN3A3 CALD1 CAST CAV1 CAV2 CAVIN1 CCDC50 CDC42EP3 COL5A1 COTL1 DCBLD2 DENND2B DPYD DUSP10 EGFR ELK3 ELL2 EPHA2 EPHB2 EXT1 F2RL1 F3 FSTL1 FXYD5 GBP3 GNG12 IFI16 IFIT3 IL15RA INPP1 ITGA5 JAG1 KCTD12 LAMB3 LARP6 LAYN LIMA1 LYN MAML2 MAP7D1 MET MSN MYO10 NDC80 NNMT OSMR P3H2 PALM2AKAP2 PARVA PCDH7 PDGFC PGM1 PLAU POPDC3 PPP1R18 PRNP PSMB8 PSMB9 RAC2 RAI14 REXO2 RIPK4 SAMD9L SH3KBP1 SNAI2 SOCS5 TFPI TGFBI TGFBR2 TNFRSF21 UBE2E3 UPP1 ZNF559 ZYX HUANG_FOXA2_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HUANG_FOXA2_TARGETS_DN ACOX2 ATP2B4 CD44 CDH3 CDKN1A CEACAM1 CFI CGB3 CLIC3 COL13A1 COL6A1 CRIP2 CTSB CXCL2 GALNT6 GAS2L1 IGFBP6 ITGB4 KLRC1 KRT81 LEPR LOXL2 PLAT PLAUR PROS1 S100A4 SCEL SMAD6 SPARC SPP1 SRPX SSBP2 ST6GAL1 STEAP3 STS TGFBI TGM2 TNC HUANG_FOXA2_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HUANG_FOXA2_TARGETS_UP ACKR3 ACTG2 ASNS ATP6V0A2 C5 CADPS2 CBLB CHAC1 CLIP4 CPM DCAF17 DISC1 EGR4 ENPP1 F2R FN1 FST GLUL HLCS HOMER1 HPGD JAG1 KAT2B KCNV1 LAMP3 LHFPL6 MAFF MAP2 MCTP1 NR1D1 NRG1 PAX5 PCK2 PLEKHA1 PSAT1 RBPMS RELB RGS2 SLC7A11 SOCS2 SPAG1 TFPI2 TLE4 TNFAIP3 TOX3 TUBB2B ZFP69B HUANG_GATA2_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HUANG_GATA2_TARGETS_DN ACKR1 ACTB ARHGAP29 ASNS AURKA CHAC1 CLU CTPS1 DAAM1 DCTD DIAPH3 E2F2 EGR1 EIF3D ETF1 EXOC3L4 FAM3C FDPS FHL1 GATA2 GBX2 GOLT1B GP1BB GPAT4 GUCY1A1 HK2 IPO11 IPPK IRAG1 JMJD6 KLF1 LAT LMO2 MRPL38 MTHFD1L MTHFD2 NOMO1 NSF NT5C3A NUP107 PARM1 PBX1 PDCD4 PDGFB PF4 PFAS PHLDA1 PIGT PLAGL2 PODXL PRAMEF13 RABGEF1 RCOR1 RRP1B SCD SEMA4B SHMT2 SIAH1 SKP2 SLAMF1 SLC1A4 SLC2A1 SLC2A3 SLC6A9 ST3GAL6 TACC1 TCOF1 TFRC TMEM109 TMEM132A TRMT61A TXNDC5 ZFPM1 ZNRD2 HUANG_GATA2_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HUANG_GATA2_TARGETS_UP ABTB1 ACADM ADGRG3 ADSS1 AFF1 AKR1B10 ALOX5AP ANKH ANXA2 AP3S1 ARID3A ARPC1A ATP6V0D1 ATP6V0E1 B2M BLOC1S1 BTG1 C12orf57 C1orf54 CALML4 CCL15 CCPG1 CD244 CD44 CD47 CD93 CDKN1A CDKN1B CEBPA CERK CLEC4D CLEC4E CMTM7 COX6A1 CPA3 CST3 CTSE CYTIP DAP DEPP1 DGKG DOK3 DYNLT1 EMP3 EVI2A FAM107B FAM117A FCGR2A FCGR2B FES FFAR2 FIS1 FUT8 GAB1 GABARAP GABARAPL1 GCNT2 GDPD3 GLIPR1 GMFG GPR171 GPX1 GREB1 GSN GSTO1 GYG1 HBP1 HES6 HHEX HLA-E HP IFI16 IFITM1 IFNGR2 IL16 IL17RA IQGAP2 IRAK3 KCNN4 KCTD12 KIT KLK1 LAT2 LGALS1 LPXN LYZ MACROH2A1 MC5R MGST2 MPO MYL10 MYL12B MYO1F N4BP2L1 NAPSA NDRG1 NDUFA6 NEURL3 P2RY14 PAX6 PIK3CG PLAC8 PLEC PLIN2 PRDX5 PRORSD1P PRTN3 PSENEN PSMB8 PSMB9 RAB31 RAB38 RAB44 RHOG RIN3 RNF130 RPS6 SAMSN1 SAT1 SATB1 SCAND1 SELPLG SFT2D2 SH3BGRL3 SH3KBP1 SIPA1L1 SLC12A6 SLC2A6 SLC8B1 SPI1 SQSTM1 SRGN ST8SIA4 STARD10 TAP2 TAPT1 TESPA1 TGFBR1 TGFBR2 TGIF1 TMEM50A TNFAIP8 TNFAIP8L2 TOX TP53INP1 TPCN1 TSPO TXNIP TYROBP UBA6 UBL5 YPEL5 HUI_MAPK14_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HUI_MAPK14_TARGETS_UP ASB1 C1QTNF4 CNTNAP2 DUSP8 FHL1 GADD45A GADD45G GRAP2 ISG15 ITGB7 JUN JUND LRRC39 MAP2K6 PAK6 PKHD1L1 PRNP SFRP1 SLC23A1 HUMMEL_BURKITTS_LYMPHOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HUMMEL_BURKITTS_LYMPHOMA_DN ARHGAP25 BCL2A1 BCL3 CD40 CD44 CFLAR CRIP1 CTSH FNBP1 GSAP MDFIC NFKBIA S100A11 SQSTM1 STAT3 HUMMEL_BURKITTS_LYMPHOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HUMMEL_BURKITTS_LYMPHOMA_UP ALDH5A1 APBB2 ATP5MJ BACH2 BMP7 CSE1L DLEU1 FHOD3 HADH HNRNPA3 ID3 LEF1 LHFPL6 LZTS1 MME NASP NSG1 PDCD4-AS1 PRDM10 PRKAR2B PTBP2 RAP1GAP2 RCBTB1 RFC3 RGCC RNASEH2B SERINC5 SLC35E3 SMARCA4 SOX11 SSBP2 SUGCT TCF3 TCL6 TCP1 TERT TFDP2 TUBA1A TUBB2A TUBB2B UCHL1 VPREB1 WASF1 HUMMERICH_BENIGN_SKIN_TUMOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HUMMERICH_BENIGN_SKIN_TUMOR_DN ACTN3 AFF1 ALB ATP2A1 CFD CKM COX6A2 IGFBP5 MYH1 MYH2 MYH4 MYH8 MYL11 PCDH12 PLXNB2 S100A3 SCD TNNC2 TNNI2 TNNT3 HUMMERICH_BENIGN_SKIN_TUMOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HUMMERICH_BENIGN_SKIN_TUMOR_UP DROSHA FABP5 GSTO1 KLK9 KRT13 KRT16 RHOG S100A8 S100A9 SERPIND1 SLPI SPRR2D TGM3 TLCD3A USP25 ZNF205 HUMMERICH_MALIGNANT_SKIN_TUMOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HUMMERICH_MALIGNANT_SKIN_TUMOR_DN AFF1 ALB ATP2A1 CA3 CCL27 CFD CKM COX6A2 IFI27L2 MYH2 MYH8 MYL11 PCDH12 PLXNB2 RETNLB SCAND1 SNX7 TNNC2 TNNI2 TNNT3 HUMMERICH_MALIGNANT_SKIN_TUMOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HUMMERICH_MALIGNANT_SKIN_TUMOR_UP CCND1 COL18A1 COL1A2 COTL1 ECM1 FAM110D GSTO1 HBA2 HBD KRT13 KRT16 LTF PLET1 RHOG S100A8 S100A9 SAA3P SLPI SPRR2D HUMMERICH_SKIN_CANCER_PROGRESSION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HUMMERICH_SKIN_CANCER_PROGRESSION_DN ACADSB ACSL4 ACSL5 AEBP1 ATP5F1C ATP5F1E ATP5MF ATP5MG ATP6V0B B2M BCAM BMP1 C1QA C3 C4B CDC25B CHST11 COL16A1 COL3A1 COL6A2 COQ5 CRAT CUX1 CXCL14 DES DSG2 DST DUSP14 ECH1 ECHS1 ECI1 ECSIT EFNB1 ELOVL4 ENO3 EPHA1 EPHB3 EYA2 FASN FECH FHL1 GAA GGT1 GJA1 GPNMB GPX3 GTF2H4 HADHB HP HSPB7 ID2 IL11RA ILK LAMB2 LCMT1 LGALS1 LTBP3 LYZ MAPK7 MB MFAP4 MYBPH MYH1 MYH4 MYH8 MYL1 MYL11 MYL9 NRP2 PC PCDH12 PDGFRA PDLIM3 PIK3R2 PKD1 PPP1CB PRKACA PRKCI PSEN2 PTPRF PTPRS PYGM RAB34 RECQL5 RPS6KA1 SCP2 SERPINA1 SERPING1 SMAD4 SPTBN1 STK38L STMN1 TCAP TLE5 TNNC2 TNNI2 TNNT3 TPM2 TXNIP UBE2A UBE3A WWP2 ZYX HUMMERICH_SKIN_CANCER_PROGRESSION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HUMMERICH_SKIN_CANCER_PROGRESSION_UP ADAM8 APC APOC2 ARIH2 BCL10 BLMH CASP1 CASP8 CCL23 CCNF CD44 CDKN1A COL18A1 COL1A1 COL1A2 COL5A2 COL6A3 COL7A1 CPXM1 CRABP2 CTSD CUL4A CYBA DOK2 ENO1 EPCAM FOS GABRB3 GADD45B GCGR GLTP GPIHBP1 HLA-DQB1 HMOX1 HSPA5 HSPA8 IDE IFI16 IFITM3 IL17RA IL1RN IL4R ITGA5 ITGB1 ITGB4 JUNB KRT16 KRT19 LCN2 LGALS7 LGALS9 LNX1 MAOA MIF MMP13 MMP14 MMP9 MT1A MT2A MYC NCF2 OSBPL1A PERP PGK1 PLG PRKCSH PYCARD RBMS1 RCAN1 RGS2 RHOC RIN1 S100A6 SAA1 SERPINB1 SLC26A4 SMAD1 SOCS1 SOD2 SSPN STAT3 TACSTD2 THBS2 THOP1 TNFRSF12A TNFRSF1A UBA3 VCAM1 HUNSBERGER_EXERCISE_REGULATED_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HUNSBERGER_EXERCISE_REGULATED_GENES ADGRL1 CADM1 CSF3 DUSP6 EGR1 EGR2 EGR4 ELK1 GABRR1 GAD1 GIT1 GPR37L1 GRB2 IL16 LDHA MAGED1 MAP2K2 MAPK1 MFGE8 NPTX2 NPY NRTN NTRK2 ODC1 PCK1 PRKCI SCG2 SLC6A1 SYN1 UBE2B VGF HUPER_BREAST_BASAL_VS_LUMINAL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HUPER_BREAST_BASAL_VS_LUMINAL_DN ADAMTS5 ALCAM ANPEP ANXA11 BACE2 BIK CCN1 CLDN4 CLDN7 CNN3 CST6 DDAH1 DKK1 EFEMP1 ENO2 FUCA1 FUT3 GABRP GAD1 GPRC5A HLA-B HLA-F HLA-G HMGA1 IDH2 IGFBP3 IGFBP4 IL32 INHBB KLK6 KRT15 KRT18 KRT19 KRT8 KRT81 KRT86 LCN2 LOXL1 MALL METRN MIA MLPH MYO5C MYO6 NR2F2 PLAAT3 PROM1 PSMB8 PSMB9 SCCPDH SEMA3B TBL1X TM4SF1 TNFAIP2 TPM4 UGCG VWA1 WFDC2 HUPER_BREAST_BASAL_VS_LUMINAL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HUPER_BREAST_BASAL_VS_LUMINAL_UP AKR1C1 AMIGO2 AQP3 CA12 CLCA2 CSTA CXCL14 DSC3 DSG1 DST FABP5 FEZ1 FLRT3 GJA1 GJB5 GPX2 HTRA1 IL1A IL1B ITGA6 IVL JAG1 KRT16 KRT6A KRT75 LGALS7 MFAP5 MMP10 NDRG1 NSG1 P3H2 PDPN PI3 PKP1 POSTN PTGES PTHLH PTPRZ1 RHCG S100A2 S100A7 S100A8 S100A9 S100P SDC1 SERPINE2 SFN SLC39A6 SLPI SPRR1A SPRR1B TP63 TRIM29 HUTTMANN_B_CLL_POOR_SURVIVAL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HUTTMANN_B_CLL_POOR_SURVIVAL_DN ADAM10 ADAM29 ADAMDEC1 ADARB1 ADK AKT3 ALCAM ATP10D ATP1B1 ATP2B1 BACH2 BANK1 BIRC3 CASP1 CNTNAP2 COBLL1 DGKG EAF2 EGR3 EIF4G3 FCRL2 FRS2 FUT8 GLIPR1 HELLS KIZ KLF3-AS1 MEF2C METTL8 MGAT5 MTSS1 MYBL1 NRIP1 NUCB2 PDE8A PIP5K1B PLAG1 PTK2 RECK RRAS2 SLAMF1 SLC4A7 SLC4A8 SMC5 SOBP SOCS5 STAG3 SYNJ2 TCAF1 TCF7 TPD52 TRAC USP6NL UTS2 VNN2 ZBTB20 ZNF280D ZNF532 ZNF652 HUTTMANN_B_CLL_POOR_SURVIVAL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HUTTMANN_B_CLL_POOR_SURVIVAL_UP ABR ACAP1 ACVR2A ADAMTS3 ADAMTS6 AEBP1 AKAP12 AKR1D1 ANG ANGPT2 ANKRD55 ANXA1 ARHGAP44 ARHGDIA ARHGEF1 ARID5A ARL4D ARMCX1 ATF5 ATL2 ATP11A ATP2A3 ATP5F1D ATP6V0C B3GALNT1 BLK BMERB1 BPIFA1 BTG2 C1orf159 C4A C8orf17 CABIN1 CAPG CASP10 CBX4 CCL3 CCR2 CD38 CD5 CD6 CD9 CDC37 CDK10 CDK11B CDKN1A CEACAM1 CEBPD CHST12 CLCN5 CLEC2B CLPTM1 CNKSR1 CNR1 COMMD4 COPE CPT1A CR2 CRIP1 CRY1 CTSF CTXND1 CXCR3 CYP2A6 DAPK3 DCAF15 DIAPH1 DMD DNAJB2 DNM2 DPYSL2 DUSP5 DUSP6 EFHC2 EGLN3 EHBP1L1 EIF4EBP1 ENOSF1 ERBB4 ERCC1 FA2H FADS1 FAM174B FCER1G FGFR1 FOXO3 FRMD4B FZD1 FZR1 GAA GABRR2 GALNT2 GATA3 GATM GGA3 GLUL GM2A GRINA GRK2 GRN GUSBP11 GYPC H1-10 H2AC18 H2AC6 HGS HLA-G HNRNPUL1 HOMER2 HPCAL1 HS3ST1 IFI44 IGF1R IGHD IGHV1-69 IGHV3-21 IGHV3-33 IGKV3-20 IGLC2 IGLL3P IGLV3-25 IGSF3 IL16 IL17RB IL6R INO80B IP6K1 IRF7 ITGA4 ITGAL JUND KLF10 KLK2 KRTAP4-7 L1TD1 LAG3 LAMA5 LDB1 LDLRAD4 LDOC1 LILRB2 LILRB4 LINC00342 LPL LTK MAD1L1 MAN1B1 MAN2B1 MAN2C1 MAPKAPK2 MAST4 MATCAP2 MED15 MEF2D MEST MGAT4B MRPL4 MSRB2 MX1 MYB MYO15B MYO5C MYO9B MZB1 NAGLU NCAN NCF2 NCKAP1 NCR2 NEDD4 NEU1 NMB NPTX1 NRG1 NUCB1 NUMA1 OGDH OGFR OGT OR10H3 OR2B2 OR7E24 P2RX1 PAK1 PARVB PATZ1 PBXIP1 PDE3B PEA15 PGLS PHEX PIM2 PIPOX PLD1 PLPP3 PLXNC1 PNMA2 PNP POLM PON2 PPP1R15A PPP2R2B PRF1 PRKCA PRKCSH PRLR PRRC2A PRSS3 PSD3 PSD4 PTPN18 PTPRCAP PXN RAPGEF1 RBMS3 RCAN3 RFNG RFXANK RHOB RHOBTB3 RHOT2 RIN3 RNASE4 RNF41 RNH1 ROGDI RRBP1 RXRA RYR3 S100A11 S100A11P1 S100A13 SEPTIN10 SEPTIN9 SERPINE2 SERPINF1 SERTAD3 SF3A2 SFTPB SGSM2 SH3GLB2 SH3TC1 SIX6 SLC16A3 SLC25A1 SNRNP70 SOWAHC SPAG4 SPART SPRED2 SRPX ST6GALNAC4 STXBP2 TBC1D1 TGFBR3 THEMIS2 THNSL1 TIMP1 TIMP3 TKFC TKT TLE1 TM7SF2 TMEM259 TMEM45A TMSB15A TNFRSF1B TPST2 TRIM2 TSPO TYROBP UQCRC1 VAMP2 WNT5A XAB2 YES1 ZAP70 ZBTB48 ZDHHC11 ZNF112 ZNF702P ZNRD2 ZSCAN18 ZSCAN32 ZYX HU_ANGIOGENESIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HU_ANGIOGENESIS_DN ANXA7 ATP5PO ATP6V1G1 CDK2AP1 CKS2 DARS1 DHX15 EIF3M GCDH GMPS GNAI1 GPI GSC2 GTF2A2 H2AZ1 H2AZ2 HMGN1 HMGN4 HNRNPA2B1 ITM2A LONP1 MCM6 MDH1 NDUFB6 PDS5A PFN2 PLXNA2 POLR2K PSMB1 PTP4A2 RBMXL2 RPA3 SET SMYD2 SOD1 VAPA ZNF217 HU_ANGIOGENESIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HU_ANGIOGENESIS_UP CAMK2D CLTA COL7A1 FAH FOS HECW1 ITGB4 JADE2 LCAT NAPG NMD3 NRGN PIK3R1 PRODH RND3 SEMA3C SIPA1L1 STUB1 STXBP1 THBS1 TSSK1A HU_GENOTOXIC_DAMAGE_24HR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HU_GENOTOXIC_DAMAGE_24HR ALDH18A1 ATF4 BAG3 BANF1 BATF3 CASP1 CD7 CDH15 DDR1 DNAJA1 EEF2 EIF1B EIF4EBP1 GZMB H2AX HERPUD1 HMGB3 IARS1 IMP3 ISG15 JUND MTHFD2 NAA38 NABP1 NORAD RPL10A RPL3 SERPINB9 SLC1A4 SLC7A5 SNHG6 TMOD3 TOX4 TUBB2A UBAP2L WDR83OS HU_GENOTOXIC_DAMAGE_4HR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HU_GENOTOXIC_DAMAGE_4HR ALAS1 ANLN AURKA BUB1 CDC20 CDC25C CDT1 CKS2 COMMD7 CUL1 ECT2 FAM76B H2AC18 H2AX HLA-A HMGN1 IFNAR2 ITGB7 JUND KIF22 KPNA2 MAPRE1 MTHFD2 NCDN NEK2 ORC5 PRC1 PTTG1 SMG5 SYNCRIP TCF19 TIMP2 TNNC1 TRAFD1 UCK1 ZSCAN21 HU_GENOTOXIN_ACTION_DIRECT_VS_INDIRECT_24HR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HU_GENOTOXIN_ACTION_DIRECT_VS_INDIRECT_24HR APEX1 API5 ATP5F1C CCT3 CREB3L1 DNAJB6 EMP3 FASTK FCHO1 G3BP2 GLRX3 GSTM1 H2AC8 HDAC6 HLA-A HNRNPUL2 HS1BP3 HSD3B1 IFT25 INCENP IPP JUNB KRT4 LYPLA2 MIF4GD MST1 MTDH NCL NELFE NPM1 NUBP1 NUS1 PAG1 PSMA2 PTMA PTP4A1 RB1 RBBP7 RIC8A RTCB SLC50A1 SOWAHC STRN SYNCRIP TINF2 TNFRSF18 TOMM34 TOP2A UBE2E1 UBXN11 YPEL3 HU_GENOTOXIN_ACTION_DIRECT_VS_INDIRECT_4HR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HU_GENOTOXIN_ACTION_DIRECT_VS_INDIRECT_4HR ACAA2 ACKR4 ACTB ARF5 ATP6V0A2 BACH1 CD28 CLK2 DMBT1 DVL2 GZMM ICAM2 IFT46 KCNJ2 KRAS LOXL1 LRCH4 MAK MCL1 NFKBIA NONO NR1H2 NRP1 PFKM PITPNB PPIE RSRP1 SDHAF1 SLC1A2 SMC4 SNAI2 SOX1 SSBP2 SYT2 TMEM230 UBC VWF ZEB1 HWANG_PROSTATE_CANCER_MARKERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HWANG_PROSTATE_CANCER_MARKERS AGR2 AZGP1 CALR CLU CTNNB1 EZR FBLN5 FKBP5 FLNA HSPA6 ILK KPNB1 LGALS1 LGALS3 MIF MUC1 NDRG1 PARK7 PGK1 PHB1 PIM1 PTEN RAN RERG SELENBP1 TXN WNT3 WNT3A IBRAHIM_NRF1_DOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IBRAHIM_NRF1_DOWN A1BG ADGRL3 AGRN AMACR AMDHD2 ANKRD36B ARHGAP10 ARHGAP5-AS1 ARRDC3 BARD1 BCOR BHLHE40 C19orf48P C1QTNF3-AMACR CABP7 CACNB1 CADM1 CCN1 CCND1 CHASERR CITED2 COMTD1 CTDSP1 CXXC4 CYBC1 DACT1 DDB2 DDIT4 DGAT2 DHRS3 DLC1 DOCK4 DPP7 EFHC1 ENC1 ENSG00000289047 EPHA4 ETV1 FAM131B FANCG FCSK FHL1 FLOT1 FN1 FSTL3 FZD4 GAS5 GDF15 GLI1 GPR39 H1-0 H2AC7 HES1 HMG20B HMGB2 HOXB-AS3 HOXB3 HOXB6 HOXB9 HOXC9 HOXD8 JUND KCNH3 KIFC2 KLF3 KLF6 KLF7 KLF9 KLHL24 LIG1 LINC00623 LINC01003 LINC01138 LINC02315 LMO4 LRRC45 LYPD1 MAF MAP3K12 MECOM MOXD1 MSH5-SAPCD1 NAT9 NDRG2 NME3 NOG NPHP4 NPRL2 NRP1 NT5C OXLD1 PARD6A PARP8 PAXX PBXIP1 PCLO PDCD6 PDE5A PDGFC PHLDB2 PIDD1 PIGQ PIK3R3 PLAT PLEKHH3 PLK3 PLXNB1 PMM1 PNRC1 POLL PPM1M PRICKLE1 PSME1 PVT1 RARB RCOR3 RECQL4 RGS10 RIN1 RNF215 RPP25L SCARNA12 SCD5 SERTAD4 SESN1 SHOC1 SLC35E2B SLX1A SMOC1 SMUG1 SNHG10 SNHG11 SNHG32 SNORA10 SNORA21 SNORA63 SNORA64 SNORA70 SNORA73A SNORD51 SOX12 SOX4 SPSB3 SRGAP2 SRGAP2B SSBP2 SSBP4 SSH3 ST6GALNAC6 TANC1 TCF4 TGIF1 TMEM107 TMEM25 TNRC18 TPM1 TPTE TRAIP TRHDE-AS1 TRO TRPT1 UBE2E1 UBE2QL1 VARS2 VIM WDR54 ZNF608 IBRAHIM_NRF1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IBRAHIM_NRF1_UP AAMP AAR2 ABCD1 ABCE1 ABHD4 ABRAXAS2 ACAT2 ACBD3 ACSL1 ACTR8 ADNP2 AFG3L2 AHCYL2 AHSA1 AKR1B1 AKR1B10 AKR1C3 ALAS1 ALDH1B1 ALDH2 ALDOA ANAPC1 ANP32E ARCN1 AREL1 ASAP2 ATMIN ATP10D ATP6V1C2 ATP8B2 B4GALNT1 B4GALT5 BAG2 BAG3 BCCIP BCL2L13 BLMH BLOC1S5-TXNDC5 BLTP2 BNIP3 BPNT2 BRIX1 C1orf198 C9orf78 CA12 CACYBP CALU CANX CBFB CCDC43 CCDC47 CCT2 CCT3 CCT5 CCT6A CCT7 CCT8 CDC37 CDK12 CDV3 CELF1 CERK CHCHD3 CHPF2 CHST1 CLCC1 CLINT1 CLIP1 CLNS1A CMAS CNNM4 COPS8 CRELD2 CSDE1 CTR9 CTSL CTTN CUL1 CUL4A CYREN CYTOR DDHD1 DDX1 DDX10 DDX21 DHX32 DKC1 DLAT DNAJA1 DNAJB11 DNAJC10 DNAJC11 DNAJC2 DNAJC21 DNAJC6 DNAJC7 DNMT3B DYNC1LI1 DYNLL2 E2F6 ECE1 EDEM3 EIF2B1 EIF2B3 EIF2S2 EIF3H EIF3J EIF4E EIF4G2 EIF4H ELAC2 ELMO1 ENTPD4 ESF1 EXOC7 EXOSC3 FAF2 FAM168B FAM83G FAM98A FAT2 FBXO28 FBXO30 FBXW11 FGFR1 FKBP14 FTH1 FTL FUBP1 FXR1 FXR2 FXYD5 FYTTD1 GABPB1 GAN GAPDH GAPVD1 GATAD2A GCC1 GCLM GFPT1 GLYR1 GNAI3 GNPDA2 GNPNAT1 GPAT4 GPX3 GRB2 GRPEL1 GSTP1 GTF2F1 GTF3C3 GTPBP4 HARS1 HMOX1 HNRNPA1 HNRNPH1 HNRNPK HNRNPR HSPA4 HSPA5 HSPA8 HSPA9 HSPD1 HSPH1 HTRA3 HYOU1 IK ILRUN IMPDH1 INTS13 IST1 ISY1 ITSN2 IWS1 JAK1 JMJD6 KANSL3 KARS1 KCMF1 KCNA2 KCTD5 KEAP1 KIAA0930 KIAA1191 KIDINS220 KIF3B KIF5B KTN1 LDHB LIMK1 LIPH LMAN1 LRRC59 LRRFIP2 LYAR MACO1 MAGEA3 MANF MAP1A MAP2K1 MAP4 MAP4K4 MAP4K5 MAP7D1 MAPK6 MAPRE1 MARK3 MBD1 MCL1 MCUR1 ME1 MFN2 MGST1 MIR4435-2HG MLEC MPHOSPH10 MPZL1 MRFAP1 MRGBP MRPL19 MRPS22 MTDH MTHFD2 NACA NAMPT NARS1 NCKAP1 NDRG1 NEK4 NFRKB NGRN NIP7 NOL11 NOLC1 NOP16 NQO2 NRIP3 NSUN2 NUDC NUP43 NUP62 OSBPL11 PAFAH1B1 PAPOLA PCYT1A PDAP1 PDIA3 PDIA6 PELO PES1 PFKFB3 PGRMC1 PHAX PIK3CD PITHD1 PJA1 PKM PLEKHO2 PLRG1 PLS3 POLR2B POP1 PPFIA1 PPID PPIF PPP2CA PPP2CB PPP2R5E PPP6R3 PRDX1 PRDX6 PRECSIT PRKCI PRMT5 PRNP PRPF31 PRPF4 PSAP PSMB5 PSMC3 PSMD4 PSMD6 PTPN1 PTPN11 PWWP2B RAB14 RAB1A RAB35 RABEP1 RAD23B RARS1 RBM19 RBM6 RCN1 RIOK1 RIOK2 RNF6 RPAP3 RPN2 RPS6KB1 RRP1 RTCA RTN4 RYR3 SAMD4B SART1 SBDS SBNO1 SCARB2 SCFD1 SCPEP1 SDCBP SEC13 SEC23A SEC24C SEC24D SEC61A1 SEL1L3 SENP2 SERPINE2 SET SF3A3 SFXN5 SH3BGRL2 SH3BP5L SH3KBP1 SLC16A1 SLC1A5 SLC25A24 SLC25A51 SLC2A1 SLC39A14 SLC39A6 SLC4A1AP SLC66A1 SLC6A6 SLC7A11 SLC7A5 SLTM SMCR8 SMG5 SMS SMU1 SNRK SNW1 SOAT1 SP140 SPAG9 SPART SRPK1 SRSF1 SSB SSR1 STAM STIP1 STX12 STX18 SUPV3L1 SURF4 SYAP1 SYNCRIP TAF2 TAF5L TAF8 TALDO1 TAOK3 TBC1D30 TBK1 TCP1 TFG TIMM17A TM9SF3 TMBIM6 TMED10 TMED5 TMEM168 TMEM33 TMTC3 TNFRSF10B TNPO3 TP53BP2 TPM3 TPST2 TRIB1 TRMT6 TSR1 TTC27 TTI2 TUBB3 TXNDC5 TYRO3 UAP1 UBE2D1 UBE2L3 UBE2V1 UBQLN1 UCK2 UGDH UNKL USP14 VEZT VPS41 VPS54 WDR26 WDR3 WDR36 WDR46 WDR77 XPOT XRCC6 YARS1 YME1L1 YRDC YWHAG ZC3H11A ZDHHC18 ZDHHC9 ZNF746 IBRAHIM_NRF2_DOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IBRAHIM_NRF2_DOWN ABCA7 ACAP3 ACTR1B AKR7A3 AMDHD2 ARHGAP5-AS1 CADM1 CDC20 CDK10 CDKN2C CES3 CHKB-CPT1B CHTF18 CITED2 COMTD1 CROCC CTDSP1 CXXC4 CYBC1 DACT1 DDB2 DDIT4 DDT DDTL DEPP1 DHRS3 DOCK4 DPP7 EFNA4 ENC1 ENGASE ENSG00000291006 ENTR1 EPRS1 FANCE FBXO44 FJX1 FLRT3 GPR39 H1-0 H1-10 H2AC6 H4C14 H4C15 HAGHL HDAC6 HMG20B HOXB-AS3 HOXB6 HOXB7 HOXB9 HOXC6 ID3 IP6K2 IQGAP3 ITGA10 JUND KIF20A KIFC2 KLF6 KLF9 KLHL17 KLRK1-AS1 LAMA4 LAMB2 LIG1 LINC02315 LINC02381 LPCAT4 LRRC45 LYPD1 MAMDC4 MANBA MAP3K12 MATCAP1 MECOM METTL26 MFSD3 MOV10 MYO15B NAGLU NBEAL2 NEURL1B NFATC4 NME3 NOG NOXA1 NR4A2 NRP1 NT5C OBSL1 OGDHL OTUD1 PAQR4 PBXIP1 PCDH7 PDE5A PDGFC PGP PHKG2 PHLDB2 PIDD1 PIGQ PIK3R3 PKN3 PLAT PLCXD1 PLD1 PLEKHH3 PPP1R16A PPP1R35 PSME1 PTGS2 RAB26 RASSF7 RECQL4 RFNG RHOT2 RHPN1 RIN2 ROBO1 RPL22L1 SAPCD2 SCARNA12 SEMA3B SEMA3C SEMA4C SEMA6C SFMBT2 SGSM2 SGSM3 SHOC1 SIVA1 SKIC2 SLC2A8 SLC35E2A SMOC1 SNHG32 SNHG8 SNORA73A SNORD35B SPG7 SPSB3 STAT2 STAT6 TAFAZZIN TBC1D9 TCF25 TCP11L2 TK1 TMEM80 TMUB2 TNIK TONSL TOP3B TRAF1 TRHDE-AS1 TRIB2 TRPT1 TSHZ2 TUBGCP6 TXNIP TYK2 VIM VIM-AS1 WDR90 ZFTRAF1 ZNF608 IBRAHIM_NRF2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IBRAHIM_NRF2_UP ABCB1 ABCC4 ABCD3 ABHD4 ABRAXAS2 ACAP2 ACBD3 ACER3 ACKR3 ACSL1 ACTR3 ADI1 AFG3L2 AFTPH AGFG1 AHCYL1 AHSA1 AIDA AIFM2 AK4 AKR1B10 AKR1C1 AKR1C2 AKR1C3 ALDH1L2 ALDH2 AMFR ANKRD42 ANXA5 ANXA7 AP3S2 APCDD1L-DT ARCN1 ARFGEF1 ARL5A ARL8B ARMT1 ARPC2 ARRDC4 ASAP2 ASF1A ASNS ASPH ATMIN ATP10D ATP11B ATP1A3 ATXN10 AVEN B3GALNT2 B4GALNT1 BACH1 BAG2 BAG3 BCAP31 BCL2L13 BLOC1S5-TXNDC5 BLTP3B BMP6 BPNT2 BRAP BRD7 BTBD10 C1orf109 C22orf23 CALU CANX CARS1 CBFB CBR1 CCDC47 CCDC59 CCSAP CCT5 CCT6A CCT7 CD44 CDC123 CEBPG CEP20 CEP290 CEP85 CFAP97 CLCC1 CLIC4 CLINT1 CLIP1 CLIP4 CLU CMAS CMPK1 CORO1C CSDE1 CSGALNACT2 CSNK1A1 CSNK1G3 CSNK2A2 CTBS CTNNBL1 CTSL CUL1 CUL2 CUL3 DCTN4 DDX21 DENR DESI1 DESI2 DGKG DKC1 DNAJA1 DNAJB11 DNAJB4 DNAJB9 DNAJC10 DNAJC3 DNAJC7 DNTTIP2 DYNC1LI1 E2F6 EARS2 EDEM3 EID3 EIF2A EIF2S2 EIF3D EIF3J EIF4G2 EIF5 ENOX2 ENTPD7 EPB41L4B EPDR1 ERI1 ERO1A ERP44 ESF1 ETF1 ETFDH ETV5 EXOSC3 F2RL2 FAF2 FAM91A1 FBXO28 FBXO30 FBXW10 FECH FERMT2 FKBP14 FNDC3A FOSL1 FTH1 FTL FUBP3 FXR1 FXR2 FYTTD1 G6PD GABARAPL1 GABPB1 GALNT1 GARS1 GBE1 GCLC GCLM GFM1 GFPT1 GFPT2 GGNBP2 GHITM GLA GNA13 GNAI3 GNPDA1 GOLGA4 GOLM2 GPAT3 GPATCH2L GPR89A GSR GTF2E2 GTF3C3 HBS1L HKDC1 HMOX1 HPD HSP90AB1 HSP90B1 HSPA13 HSPA4 HSPA5 HSPA8 HSPA9 HSPB8 HTATIP2 IDE IDH3A IDS IFRD1 IKBKG IL27RA IL6R ISY1 ITCH KCMF1 KCTD20 KEAP1 KIAA0232 KIAA1191 KIF14 KIF21A KIF2A KIF3B KIF5B KPNA1 KPNA4 KTN1 LIFR LINC00942 LMAN1 LPGAT1 LRP12 LRP8 LRRFIP2 LSG1 LUCAT1 LYAR M6PR MAFG MAK16 MAN1A2 MANF MAP1A MAP2 MAPK6 MAPRE1 MARS1 MCUR1 ME1 MEF2A MERTK METAP2 METTL7B MFAP3 MFSD12 MGST1 MICU2 MIER3 MLH3 MORC4 MORF4L1 MRNIP MROH7-TTC4 MRPS30 MSANTD3 MSN MTDH MTHFD2 MTIF2 MTMR12 MTPN MYC NAA30 NAA50 NARS1 NBN NCKAP1 NCL NCOA3 NCOA7 NECAB3 NEK4 NFE2L2 NIPA2 NLN NOCT NOL10 NOLC1 NQO1 NQO2 NR0B1 NRCAM NRG1 NSUN2 NSUN3 NUCB2 NUFIP2 NUMB NUP153 NUP43 NXPE3 ODC1 OPA1 OSBPL11 OSGIN1 OTULIN OXCT1 PACC1 PAFAH1B2 PAPOLA PDIA3 PEA15 PELO PEX19 PGD PGGT1B PHAX PHC1 PIP5K1A PIR PITHD1 PITPNB PLAA PNPLA8 PPIL4 PPM1B PPP1R15A PPP2CA PPP2CB PPP3R1 PPP4R3B PPT1 PRDX1 PRDX6 PRECSIT PREPL PRKAR1A PRKCI PRPF18 PRPF40A PSMC1 PSMD11 PSMD12 PTDSS1 PTP4A2 RAB10 RAB14 RAB18 RAB1A RAB21 RAB5IF RABEP1 RANBP9 RARS1 RB1CC1 RBM19 RBM27 RCN1 REPS1 RFFL RFLNB RGS20 RIMOC1 RIT1 RNF10 RNF11 RNF216 RNF6 RNF8 RPAP3 RPL7L1 RPS6KB1 RPS6KC1 RRAGD RRAS2 RTN4 RUSC2 RWDD2B RXYLT1 SAMD8 SARAF SCCPDH SCFD1 SDCBP SDE2 SEC23B SEH1L SEL1L3 SENP2 SERINC3 SERP1 SERPINE2 SET SFMBT1 SGTB SHC1 SLC12A8 SLC16A1 SLC16A7 SLC1A4 SLC1A5 SLC25A32 SLC30A5 SLC30A6 SLC35F2 SLC38A6 SLC39A14 SLC39A6 SLC3A2 SLC41A2 SLC48A1 SLC6A15 SLC7A11 SLC7A11-AS1 SLC7A5 SLCO2B1 SLTM SLU7 SMG8 SNAPC3 SNW1 SPANXA2 SPART SPATS2 SPCS2 SPP1 SPTY2D1 SPX SQSTM1 SRP54 SRP72 SRPRB SRPX2 SRXN1 SSB SSR1 STARD7 STAU2 STIP1 STK24 STK40 STRN3 STT3B STX3 STYK1 SUCO SULT1A1 SUPV3L1 SUZ12 SYNJ2 SYT2 TAF4B TAF5 TALDO1 TARS1 TBK1 TFE3 TFRC TGS1 TICAM2 TIMM17A TLK2 TLR1 TM9SF2 TM9SF3 TMBIM6 TMED10 TMED2 TMED5 TMED7 TMEM168 TMEM209 TMEM33 TMEM39A TMEM87A TMOD3 TMTC1 TNFRSF12A TNFRSF1A TNIP3 TOMM34 TOR1AIP2 TOR1B TRIB3 TRIM16 TRIM16L TRIM4 TRIM44 TRIM54 TSR1 TTC17 TUBA4A TUBB3 TVP23C TWSG1 TXNRD1 TYW3 UBA6-DT UBC UBE2K UBQLN1 UCK2 UGDH UNKL USO1 USP10 USP38 USP46 UTP15 VAMP7 VDAC1 VDAC2 VEZT VPS35 VPS41 VPS54 WARS1 WASHC2A WASHC2C WDR26 WDR43 WWP1 XPOT YARS1 YES1 YIPF6 YME1L1 YWHAB ZBTB20 ZBTB41 ZDHHC18 ZEB1 ZNF148 ZNF189 ZNF330 ZNF426 ZNF678 ZNF697 ZNG1B ZPR1 ZRANB2 ZZZ3 IBRAHIM_NRF3_DOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IBRAHIM_NRF3_DOWN ARHGAP23 CCNJL CDKN1A CITED2 DBNDD2 DLG4 H1-0 HECTD3 IER2 NOG PLAT PMM1 SEMA4C SMAP1 TAF1D IBRAHIM_NRF3_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IBRAHIM_NRF3_UP ANKRD20A3P BLOC1S5-TXNDC5 CMAS GCLM HMOX1 PSMD4 RPN2 ICHIBA_GRAFT_VERSUS_HOST_DISEASE_35D_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ICHIBA_GRAFT_VERSUS_HOST_DISEASE_35D_DN ACSL1 ADCY9 ADRB3 AVPR1A BMPR2 CA14 CASP6 CELA1 CES1 CES3 CTSE CYP2B6 CYP4A11 CYP7B1 CYP8B1 ELAC2 ELOVL2 FABP1 FBXO21 G6PC1 GAS1 GSTM1 HAO2 HLA-DRA HMGCS2 HP HSD3B1 HSD3B2 IGFALS IGKC IGKV5-2 INMT KLF10 KLF2 LIFR LIPC MCM10 MKLN1 NR1D1 OAT PAX3 PDZK1 PIGU PPP1R2 PPP1R3C PRLR RBM4B RELN RETSAT RPAP1 RSRC2 SLC1A2 SLC22A25 UBAP2L VEGFB VNN1 ICHIBA_GRAFT_VERSUS_HOST_DISEASE_35D_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ICHIBA_GRAFT_VERSUS_HOST_DISEASE_35D_UP ADGRE1 AIF1 APBB1IP ATP1B3 BCL2A1 BIRC5 BTG2 C1QA C1QB C1QC CAMP CASP1 CCL4 CCL5 CCR1 CD14 CD52 CD53 CD5L CD68 CD7 CD74 CFP CHIA CLIC1 COLGALT1 CSF1R CTPS1 CTSC CTSS CXCL9 CYB561 CYBA CYBB CYP26A1 CYTIP DCLRE1A FCGR1A FGL2 FPR1 GBP2 GBP4 GDF5 GLTP GPX3 GRN HCK HLA-A HLA-DMA HLA-DMB HLA-DQA1 HLA-DQB1 HLA-DRB5 HPX IFI16 IL18BP IQGAP1 IRGM ITGB2 LAPTM5 LBP LCK LCP2 LGALS3 LGMN LILRB3 LILRB4 LITAF LPL LRG1 LTF LYZ MARVELD1 MCM4 MCRS1 MMP12 MPEG1 MSR1 MT1A MT2A NABP1 NAMPT NCF4 NCOA3 NFKBIZ NNMT NOP2 ORM2 PDK3 PKM PLAC8 PLD3 PLD4 PLK1 PROCR PROM1 PRTN3 PSMB9 PTPN1 PTPRC QSOX1 RBM3 RNASE3 RND2 RRAS S100A11 S100A4 S100A6 S100A8 S100A9 SAA3P SAMHD1 SCD SCMH1 SELPLG SERPINA3 SH3GL1 SHISA5 SIRPA SLPI SMOC2 SNX10 SNX12 SPTLC2 STAT1 STX3 SULT2A1 TAP1 TAPBP TFF3 TLR6 TMSB10 TMSB4X TRAF3IP2 TRBC2 TSPAN4 TYROBP UBD VCAM1 WARS1 ICHIBA_GRAFT_VERSUS_HOST_DISEASE_D7_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ICHIBA_GRAFT_VERSUS_HOST_DISEASE_D7_DN ACAA1 ACTL7B ADGRL1 ALAS2 C8G CDC5L CELA1 CRYL1 CYP2B6 CYP4A11 DIO1 ELOVL2 ELOVL6 EXOSC8 G6PC1 GHR HBB HES6 HMGCS2 HSD17B2 IGHA2 IGKV5-2 LIFR LIPC ME1 NAT8B NXN OSBPL5 PAPSS2 PKLR POM121 PRLR PRM3 PROM1 RDH16 RELN RPL22 SC5D SERPINA6 SLC25A10 SLC26A1 SULT4A1 TENM3 UCK1 YJU2 ICHIBA_GRAFT_VERSUS_HOST_DISEASE_D7_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ICHIBA_GRAFT_VERSUS_HOST_DISEASE_D7_UP ADGRE1 AKAP9 ATP11A BCL2A1 C1QB C1QC C8orf33 CCL23 CCL7 CD14 CD53 CD5L CD74 CDC42SE2 CLIC1 COL4A1 CRYAA CRYBG1 CTSS CXCL10 CXCL9 CYBA EIF1AX EOGT FAS FGL2 FKBP11 FKBP5 FLOT1 GBP2 GBP4 GBP7 GIMAP4 HCK HLA-DMA HLA-DMB HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB5 ICAM1 IFI16 IFI27 IFI35 IFIT1B IFIT3 IL18BP IL18R1 IL1RN IL6ST IRF1 IRF7 IRF8 IRGM ISG15 ITPK1 KRT18 LBP LCP2 LGALS3BP LILRB4 LITAF LY75 LY86 LYZ MAK16 MARCO MIR191 MPEG1 MSR1 MT1A N4BP1 NAMPT NEK9 NFKBIA NFKBIZ ORM2 PKM PLAC8 PLD3 PLD4 PROCR PSMB10 PSMB8 PSMB9 PSME1 PSME2 PTGS1 PTPN1 RNASE3 RNF19B RPS6KC1 SAAL1 SAMHD1 SERPINA10 SERPINA3 SHISA5 SLC11A1 SNX10 SOCS1 STAT1 TAP1 TAP2 TAPBP TFF3 TMSB10 TMSB4X TYROBP UBA7 USP18 VCAM1 WARS1 XDH ZIC3 IGARASHI_ATF4_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IGARASHI_ATF4_TARGETS_DN AGR2 AKR1C1 AKR1C3 AKT3 ANG ANK2 AP5M1 APOH ARPC1A ARRB1 ASNS ASPH ATF4 ATP9B BCAT1 CBS CBX1 CCL2 CCN3 CDK19 CDS1 CEACAM6 CREB3L2 DDC DDHD2 DENND5B DICER1 DOCK11 DSG2 EPS15 ETNK1 FAM3C FRK FZD6 G3BP1 GALNT4 GNPTAB GPX2 GPX8 HSPA1A HSPA1B IFT25 INSL4 KCNS3 KIAA0232 KLF4 KPNA1 LEPR LIN7A LINC00294 LIPA LMNB1 NAB1 NCKAP1 NEBL NECTIN2 NEURL1B OPN3 OSTM1 PACSIN2 PCK2 PER2 PEX19 PGM2L1 PHGDH POF1B PRKAA1 PRR15 PSAT1 RAP1GAP RETREG1 RHOBTB1 RPS6KA3 S100P SEC24D SFXN1 SGK3 SGMS2 SKP2 SLC1A4 SLC22A18 SLC35B4 SLC3A2 SLC7A5 SOAT1 SORL1 ST8SIA4 STC2 SUCLG2 TAF13 TMTC2 TOMM20 TRAK1 TRIM37 TRIP12 VEPH1 VPS36 WWC3 IGARASHI_ATF4_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IGARASHI_ATF4_TARGETS_UP ASB4 ITFG2 PDP1 SFXN4 SNORD22 IGLESIAS_E2F_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IGLESIAS_E2F_TARGETS_DN CASP9 CEL DMBT1 GNMT H1-2 IGF1 ITIH4 LORICRIN MT1A MT2A NNT PRSS2 REG3A SYT3 IGLESIAS_E2F_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IGLESIAS_E2F_TARGETS_UP ACADL ACADM ACTA2 ACTG1 ADH5 ADIPOQ AGR2 AKIRIN2 ALAS2 ANGPTL2 ANXA2 ANXA3 AP4S1 APLP2 APOE ARSA B2M BAX BZW1 C1QA C1QB C1QC C3 CA3 CACYBP CADM1 CALM2 CAPZA2 CCL15 CCND2 CCNG1 CD34 CD47 CD53 CD74 CD9 CDC42 CDC6 CDKN1C CDO1 CES1 CFD CKS1B CLIC1 CLK1 CNN3 COL15A1 COL18A1 COL1A1 COL1A2 COL3A1 COL4A1 COL5A2 COL6A2 COL6A3 CRIP1 CRTAP CSRP1 CTSE CTSS CTSZ CXCL13 CYFIP1 DAB2 DCN DNAJA1 DSTN EED ELN EMP1 ENPP2 EVL FBLN2 FMO1 GAS6 GBP4 GJA1 GNAI2 GNB1 GSN HBA2 HNRNPA2B1 IGFBP4 IGFBP5 ITGB1 ITM2A ITM2B KITLG KRT19 LAMA4 LAPTM4A LAPTM5 LCP1 LGALS1 LIMS1 LMNA LPL LUM LYL1 LYZ MCM3 MCM5 MCM7 MFAP2 MRC1 NFIB NFKBIA NID2 NPTN OGN PCNA PKD2 PMP22 POSTN RBBP7 RBP1 RHOB S100A10 S100A11 S100A13 S100A6 SAT1 SCG2 SEPTIN2 SEPTIN7 SERPINB6 SERPINF1 SERPINH1 SKP1 SLC25A4 SMAD1 SMC2 SPARC SS18 TANK TIMM22 TMEM45A TUBA1A TUBA1B TUBB TUBB2A TYROBP UGDH ZFAND5 IIZUKA_LIVER_CANCER_EARLY_RECURRENCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IIZUKA_LIVER_CANCER_EARLY_RECURRENCE CCND2 DDX17 HLA-DRA LAPTM5 MEF2C PDGFRA REL SGK1 TNFAIP3 TRIM22 VIM IIZUKA_LIVER_CANCER_PROGRESSION_G1_G2_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IIZUKA_LIVER_CANCER_PROGRESSION_G1_G2_DN AARS1 ACTB ADNP ATP2A2 ATXN2L CCT6A DICER1 EFCAB14 EIF4G1 FDPS GOLGA4 GORASP2 IMPA2 PPIB PRPF40A PSME4 RPN1 SFPQ SIAH1 SP3 TPD52L2 TSC22D2 UBQLN2 VEZF1 ZNF91 IIZUKA_LIVER_CANCER_PROGRESSION_G1_G2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IIZUKA_LIVER_CANCER_PROGRESSION_G1_G2_UP ADH1A GABARAPL1 HSF2 KCNJ4 KCNJ8 LYRM9 OAS2 PDLIM5 PSME1 STAT1 TRAFD1 UBE2L6 IIZUKA_LIVER_CANCER_PROGRESSION_G2_G3_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IIZUKA_LIVER_CANCER_PROGRESSION_G2_G3_DN BAZ2A CYBA DAZAP2 LGALS9 PIM2 PPT1 S100A13 SPINT1 TGFB1 IIZUKA_LIVER_CANCER_PROGRESSION_G2_G3_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IIZUKA_LIVER_CANCER_PROGRESSION_G2_G3_UP ACSL1 ACSM2B APOC1 BAAT BNIP3 CCL5 COBLL1 CPB2 FBXW11 FERMT2 FOXN3 GPLD1 HADH KDELR2 PAH PCSK6 PGRMC1 PPM1A PRDX6 RAPGEF2 RARRES2 SCML2 SDC1 SDHD SELENOP TIMM17A TMED2 IIZUKA_LIVER_CANCER_PROGRESSION_L0_L1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IIZUKA_LIVER_CANCER_PROGRESSION_L0_L1_DN ARPC2 COX4I1 CST3 CYBA HLA-A HLA-DPB1 HLA-F ISCU KARS1 PLTP PRCP RHOA RPS19 SSR4 TMX1 TSPO VDAC3 IIZUKA_LIVER_CANCER_PROGRESSION_L0_L1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IIZUKA_LIVER_CANCER_PROGRESSION_L0_L1_UP CNBP DMD ENTREP1 FN1 PCBP3 PTPN18 RGPD8 RMND5A RNF103 S100A2 SULT2B1 TUBB2B ZFPL1 ZNF337 ZSCAN12 IIZUKA_LIVER_CANCER_PROGRESSION_L1_G1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IIZUKA_LIVER_CANCER_PROGRESSION_L1_G1_DN ATP6V1E1 CADM1 CAMKK2 DRAP1 GOLGA3 ILF2 RNF103 SNRPB TBCE UFD1 IIZUKA_LIVER_CANCER_PROGRESSION_L1_G1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IIZUKA_LIVER_CANCER_PROGRESSION_L1_G1_UP AGL AMFR BNIP3L C1R C6orf120 CPEB3 FERMT2 FOS ID2 IGFBP3 IGFBP4 MAF MT1E MT1F MT1H MT3 ORM1 PRCP RAB14 SLC31A1 IKEDA_MIR133_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IKEDA_MIR133_TARGETS_DN ASPH BTBD3 MEF2C PPP1R3A PRRX1 RB1CC1 IKEDA_MIR133_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IKEDA_MIR133_TARGETS_UP ACTR3 AKAP9 ANKRD12 APPBP2 ARPC5 ASPH CDC42 CTBP2 CYLD DDX3X DNAJB6 EBF2 EIF4G3 ELAVL1 FMNL2 GNAI3 GPC6 HIF1A HS2ST1 LHFPL6 MAFK MAML1 MYH9 NCOA6 NDRG1 NFAT5 PITPNB PPP1R12A PPP2CA PTPRD PTPRO RABGAP1 RAP2C RAPH1 RBMX RBPJ SACM1L SEC61B SGPP1 SLC23A2 SLC6A6 SNX1 USP32 YWHAQ IKEDA_MIR1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IKEDA_MIR1_TARGETS_DN CLCN3 EIF4E HSPD1 MTSS1 RBFOX1 SMIM36 STK39 IKEDA_MIR1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IKEDA_MIR1_TARGETS_UP ACVR1 ANP32E ARCN1 ARF4 ARFIP1 ARHGAP21 ARRDC3 ATP6V1A BDNF CITED2 CLTC CNN3 CORO1C CPEB1 CREM CRIM1 DDX3X E2F5 EDN1 EFNB2 FNDC3A FNDC3B FZD7 GCLC GNPDA2 GPRC5B HNRNPK HNRNPR IGF1 JAG1 KAT6B NCL NFAT5 PDCD10 PDCD4 PICALM PLK2 PMP22 PRKACB RRBP1 RSBN1 SEC62 SEC63 SF3B1 SMAP1 SPRED1 SYNCRIP TBC1D15 TPM3 UBE2H VAMP4 YWHAQ YWHAZ ZFP36L2 IKEDA_MIR30_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IKEDA_MIR30_TARGETS_DN ADGRL3 ANO4 ATP2A2 BCL2L11 CDH13 CHD9 CPEB3 DNAAF9 ESRRG GJA1 HSPD1 IGF2R IRX4 NEDD4L PANK1 PCDH10 PPP1R14C RABGAP1L RBFOX1 RNF139 SATB2 SMIM36 STK39 TMEFF1 ZDHHC17 IKEDA_MIR30_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IKEDA_MIR30_TARGETS_UP ACTN1 ACVR1 ADGRL3 AP3S1 ARF4 ARHGEF6 ARID4A ARID4B ASAP1 ATP2B1 B4GALT5 BCL2 BDNF BECN1 BNC2 CALM1 CAPZA1 CAST CCND2 CCPG1 CDK6 CELF2 CFL2 CHD9 CLOCK CNOT6 CPEB2 CPEB4 CPNE8 CSNK1G1 DDAH1 DDX46 DMD DPYSL2 DTNA ELL ELMO1 EPC2 FNDC3A FNDC3B GALNT7 GFPT2 GNA13 GNAO1 GOLGA4 GTF2H1 HDGFL3 HIC2 IER5 IRS1 IRS2 ITSN1 JUN KDM3A KRAS LARGE1 LRRC17 LRRC8D MAF MAML1 MAN1A2 MAP4K4 MARCKS MYH10 NCAM1 NEDD4 NFAT5 NFIB NOVA1 NRBF2 NRIP1 P4HA1 PAPOLA PDCD10 PELI1 PHTF2 PI4K2B PIP4K2A PLCB4 PPFIA1 PPP1R12A PTBP3 PTPN2 RAI14 RAP2C RAPH1 RASA1 RNF44 RRAD SCAF4 SEC23A SEMA3A SEMA6D SLC4A7 SLC6A6 SNAI1 SOCS6 SON SPPL3 SSBP2 TAOK1 TBC1D15 TFDP1 TNRC6A UBE2D2 UBE2J1 UBE2V2 USP15 USP34 USP47 VKORC1L1 WDR44 WDR7 XPO1 XPR1 YWHAZ IM_SREBF1A_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IM_SREBF1A_TARGETS ACACB ATOX1 DPY19L3 SREBF1 ULK2 INAMURA_LUNG_CANCER_SCC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/INAMURA_LUNG_CANCER_SCC_DN ABCA8 ADAMTS8 ADAMTSL3 ADARB1 AGER CAV1 MCL1 NR2F2 PGM5 PHACTR2 RASL12 SSC4D VWF INAMURA_LUNG_CANCER_SCC_SUBTYPES_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/INAMURA_LUNG_CANCER_SCC_SUBTYPES_UP CD47 CIT CPSF2 CS DHFR MCU MEAF6 P4HA1 P4HTM PA2G4 PATL1 PRORP SMNDC1 WAPL INAMURA_LUNG_CANCER_SCC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/INAMURA_LUNG_CANCER_SCC_UP CDCA5 DSC3 DSG3 KRT14 KRT5 NECTIN1 OSGEP PSMA8 SELENOI SFN SLC2A1 TOP2A TPX2 INGA_TP53_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/INGA_TP53_TARGETS BAX BBC3 CCNG1 CDKN1A FASLG FOS GADD45A IER3 IGFBP3 MDM2 PCNA PMAIP1 SESN1 SFN THBS1 TNFRSF10B INGRAM_SHH_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/INGRAM_SHH_TARGETS_DN ACHE AJUBA ANGPTL4 AOC3 BAMBI BRPF1 C2orf68 C3 CALCRL CAV2 CCL15 CCNE1 CDC37 CLU COL1A1 CRLF1 DAXX DIRAS2 DRAM1 ECRG4 EEIG2 EMB EMC2 ENDOD1 EREG EVL GAS6 GLRX GNA12 GPM6B HGF IL1RN ITGB7 KDM8 LRRC17 MAGED2 MEGF10 MME MRPL54 NREP PGM5 PLK4 POU3F1 PPM1D PRDX4 PTN PTX3 RET SDC1 SEPTIN12 SERTAD1 SFRP1 SFRP2 SLC1A3 SLPI SND1 SPARC TGFBI TPPP3 TUBA1A TYK2 VCAN WNT5B INGRAM_SHH_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/INGRAM_SHH_TARGETS_UP ABCA3 ABCD4 ADD3 AKAP12 AKAP4 ALX4 AMH ANKH APOD ARHGEF10 ASAH1 BDNF BGLAP BMP5 BZW2 CCN2 CDC42EP1 CFHR1 CLEC3B CLVS1 CMPK2 CP CYP1B1 CYSTM1 DCN DNASE2B DOCK5 DPH6 DSCC1 DSPP DUSP1 ENPP1 EPHX1 FBN1 FBN2 FEN1 FILIP1L FLT4 FMO1 FOXD1 FTL GADD45A GLI1 GPC4 GPCPD1 GPR155 GRB14 GSTZ1 HEBP2 HES1 HHIP IFI27L2 IGF1R IGFBP3 IGFBP4 IGFBP7 INMT KLB KLF10 KLF4 KLF9 LEPROT LRMDA MAP3K1 MFAP3L MGP MKNK2 MR1 MUSTN1 NAA50 NCOA6 NFE2L2 NGLY1 NID1 NKX2-5 NOG NR3C1 NR4A1 OAT OLFML2B OMD PAICS PENK PI16 PLAC8 PLPP3 PLSCR1 PLTP PMP22 POLA1 POMC PRAMEF12 PTCH1 PTK7 RAMP2 RASSF3 RASSF8 RORA RP9 RPL29 SELENOP SERPINC1 SGMS2 SIN3A SLC12A7 SLC27A3 SLC35E3 SLC48A1 SLC6A6 SMOC2 SNX18 SOSTDC1 SPRY1 SULT1A1 TBX5 TEK THBD TMEM140 TRIM10 TSC22D3 TSPAN5 TWIST2 UBE2J1 ZCCHC9 ZFP36L1 IRITANI_MAD1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IRITANI_MAD1_TARGETS_DN AHCY APEX1 ASS1 BABAM1 C1QBP CAD CDK1 CPSF3 DCTPP1 DTD1 DUT E2F8 EEF1G EEF2 EIF1AX FBL GAS5 GGA2 GPAM GPI HNRNPH2 HSPA9 IPO5 LONP1 MCM6 METTL26 MRPS18B MYBBP1A NME2 NPM1 POLD1 PPA1 RAD23B RARS1 RPL10A RPL12 RPL13 RPL18 RPL22 RPL5 RPSA SLC16A1 SLC5A6 SRM UQCRC1 WDR74 IRITANI_MAD1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IRITANI_MAD1_TARGETS_UP AGO2 AKR1C4 CIAO2B CPA3 HSD11B1 LTB MXD1 MYCN PIK3R1 SCIN SLC43A3 TRGC1 TULP4 UGGT1 ISHIDA_E2F_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ISHIDA_E2F_TARGETS ANLN ANXA8L1 ASF1B AURKB BUB1 CCNA2 CCNB1 CCNB2 CCNE1 CDC20 CDCA7 CDK1 CDK2 CDKN2C CDT1 DBF4 DCTPP1 DNA2 DUT E2F8 EZH2 FEN1 HMGB2 HMGB3 KIF2C KIFC1 KPNA2 LBR LIG1 MCM3 MCM7 MKI67 NCAPH NSG1 NUSAP1 PCNA PRC1 PRIM1 PTTG1 RAD51 RB1 RFC3 RPA1 RRM1 RRM2 SGO1 SLBP SMC2 STMN1 TK1 TOP2A TRIP13 UBE2T ISHIDA_TARGETS_OF_SYT_SSX_FUSIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ISHIDA_TARGETS_OF_SYT_SSX_FUSIONS B4GALT1 BAX DDIT3 GDF15 HYOU1 NUPR1 ISHIKAWA_STING_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ISHIKAWA_STING_SIGNALING ADAR CCL5 IFNA1 IFNA4 IFNB1 IRF1 IRF2 IRF6 IRF7 IRF9 ISSAEVA_MLL2_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ISSAEVA_MLL2_TARGETS A2M ADGRG1 ADGRG2 AHNAK ALCAM ANXA8L1 ARHGAP45 AXL BMP5 C5AR1 CADM1 CAVIN3 CD9 COL5A1 COL9A3 CRIP1 CRIP2 CSPG4 DENND3 DKK1 DUSP9 ELF3 ENO3 FABP3 FHL1 FLRT2 FSTL1 GSN HDAC9 HPSE HSPB3 IGFBP6 IL18 INSL4 IQCJ-SCHIP1 KRT17 L1CAM LAMB3 LMO1 LOXL1 LOXL2 MEOX1 NEDD9 NPR3 NT5E OAS1 PCDH7 PLAU PPL PPP2R2B SEMA3B SLC16A5 SLCO3A1 SMAD6 SNCA TAGLN2 TJP2 TNNC1 TRGV9 TRIM29 VTN ITO_PTTG1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ITO_PTTG1_TARGETS_DN ARHGAP1 ARHGDIA EIF4A1 FSCN1 ITGA5 PSMD2 PTTG1 RHOG RRAS ITO_PTTG1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ITO_PTTG1_TARGETS_UP AKR1C3 ALCAM CALU CXCL14 DKK3 GCLC GPNMB HOXD8 SLC2A3 ST13 THBS1 UGT1A6 IVANOVA_HEMATOPOIESIS_EARLY_PROGENITOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IVANOVA_HEMATOPOIESIS_EARLY_PROGENITOR AARS1 ABCC4 ABHD11 ABHD17C ABITRAM ABL2 ABRACL ACSM2A ADAMTSL1 ADGRG3 AHCY AK4 AKR1B10 ALDH7A1 ALKBH1 ALS2 ANAPC11 ANKLE2 ANKRD23 ANKRD45 ARCN1 ARHGAP6 ARL2 ARMCX4 ARSB ASRGL1 ATG10 ATPAF1 B3GALT6 B4GALT4 BBOF1 BBS4 BCKDHA BCKDHB BCL2 BCOR BEX4 BFAR BFSP2 BRI3BP BZW2 C14orf93 C15orf39 C1orf131 C6orf226 C8orf48 C9orf85 CAND1 CBFB CCDC22 CCDC8 CCDC86 CD34 CD69 CDCA7L CDK4 CDK6 CENPM CENPV CFAP418 CHD5 CHML CHN2 CILK1 CLASP1 CLUH CMTM7 CMTR2 COMMD1 COMMD7 COX15 CPSF3 CRELD2 CRTAC1 CRYZL1 CSRP1 CST7 CTDSPL2 CTNNBL1 CUL2 CUX1 CYB5B DAPP1 DBIL5P DBT DCP2 DCTD DCUN1D4 DDX18 DDX28 DDX31 DDX51 DDX59 DEPTOR DGCR2 DHCR7 DHX9 DICER1 DIMT1 DIRAS2 DIS3L DLAT DMAC2 DNAJC15 DPAGT1 DPH5 DTNBP1 DYNLRB1 ECHDC3 EEF2KMT ELOVL5 ELP3 ELP6 EMILIN1 ESD EXOG EXTL2 FASTKD1 FBXO45 FDX1 FGF3 FMC1 FOXK1 FPGS FUT7 FYTTD1 FZD7 G3BP1 G6PC3 GALK2 GART GATB GBP7 GCSH GEMIN4 GGCT GID4 GLB1 GMDS GMPS GNA15 GNB4 GNPNAT1 GNPTAB GOPC GORASP2 GPATCH4 GRIA3 GSTM4 GSTO1 GTF2A1L GTF2I GTPBP10 H2AZ2 HDHD2 HEG1 HERC6 HIBADH HIF1AN HPN HROB HSF2BP HSPA1A HSPA9 ICE2 IDH2 IFTAP IL36B ILF3 IMPA2 ING5 IP6K2 IRX2 KCNK12 KCTD18 KDM2B KIF21A KLHDC9 KLHL5 KRTAP1-3 KYAT3 L3MBTL3 LBP LCLAT1 LCORL LDLRAD3 LMF1 LPAR6 LRP12 LRRC34 LRRC59 LSM11 LUC7L LXN LYPLAL1 LYSMD4 MACROD1 MACROH2A1 MANBA MANF MAP1A MARS2 MCEE MCM3 MCMBP MDH1 MED14 METTL16 MFSD4A MGAT2 MGAT5 MIR221 MIS18BP1 MLEC MMD MRPL44 MRPL45 MRPS12 MRPS26 MRPS27 MRPS30 MTMR4 MTMR7 MTRF1 MYB NAA60 NAXD NCL NKG7 NLN NME2 NOLC1 NPEPL1 NRBF2 NRROS NUMBL NUP42 NUP62 NXPH4 OBI1 ODF2L OGFOD3 OGFR OPN3 OXCT1 P2RY14 P3R3URF PACC1 PAK1 PALS2 PANK1 PAOX PAQR7 PARD3B PARP1 PARP8 PATZ1 PDAP1 PDIA5 PDP2 PDXK PDZPH1P PEX7 PFAS PFDN4 PGM3 PHF14 PINX1 PITPNC1 PLD6 PLEKHA4 POGLUT1 POGLUT2 POLI POLR1H PPA1 PPAN PPFIBP1 PPID PPIF PPM1F PPP1R11 PPP1R13B PPP1R14B PPRC1 PRDX1 PREP PRKDC PRKRA PRMT6 PRPF4 PRPF40A PRPSAP1 PRR3 PRTN3 PSD4 PSMA8 PSMB10 PTF1A PTGER3 QDPR RABGGTA RAMP3 RAPGEF3 RASL10A RBM19 RBM28 RBM34 RCC2 RETSAT REXO5 RFX7 RIOX2 RIPK1 RIPK3 RMDN2 RNASEH1 RNF130 RNF157 RNMT RPGR RPL18 RPL22 RPS20 RPS6KA5 RRP7A RSRC1 S100A1 SAE1 SDAD1 SDR9C7 SEC23IP SEC61A1 SEPTIN11 SEPTIN6 SF3A2 SFXN2 SH2D5 SHISA2 SHISA7 SHMT1 SINHCAF SIRT3 SLC10A7 SLC22A17 SLC22A3 SLC25A15 SLC25A53 SLC35A1 SLC35B2 SLC38A10 SLC4A8 SLC6A20 SLCO3A1 SLF1 SLITRK1 SMIM30 SMIM36 SMN2 SMUG1 SNAPC1 SNAPC2 SNAPC5 SNHG7 SNRPB2 SNX9 SOCS6 SOSTDC1 SPAST SPATA5L1 SPN SPPL2A SPR SPRED2 SRD5A1 SRP68 STAM STRN4 STYX SUCLA2 SUGCT SUPV3L1 SUV39H2 SYCE2 TAF15 TAGLN2 TCHHL1 TDRD3 TDRKH TEN1 TESPA1 TFB2M TIGAR TMED10 TMED4 TMEM161A TMEM201 TMEM218 TMEM248 TMEM250 TMEM98 TOX TRABD2B TRAK1 TRIM13 TRMT2B TSPY26P TTF2 TTLL4 TTLL9 TUBGCP5 TXNDC12 UBASH3A UBE2Q1 UBE2Q2 UBE3A UFM1 UMPS UQCC1 UQCC3 UQCC4 URM1 UTP6 VAPB VARS2 VIPR2 VMA21 VPS11 VPS33B WDFY4 WDR12 WDR36 WEE1 XKR8 YLPM1 ZDHHC9 ZMYM3 ZNF14 ZNF213 ZNF383 ZNF493 ZNF519 ZNF536 ZNF565 ZNF787 ZNF830 ZNF845 ZNRF2 ZRANB3 ZWINT ZZZ3 IVANOVA_HEMATOPOIESIS_INTERMEDIATE_PROGENITOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IVANOVA_HEMATOPOIESIS_INTERMEDIATE_PROGENITOR AAGAB ABI3 ABRAXAS1 AFAP1 AGPAT5 AHCY ALDOA AP3S2 APEX1 APIP ARMT1 AS3MT ATL3 ATP6AP2 BET1 BID BLOC1S2 BLOC1S4 C7orf50 CASP7 CBLN3 CCNQ CDADC1 CEBPZ CHCHD4 CHST14 CISD1 CITED2 CLUAP1 COMMD10 CTSZ CUL5 DBI DDX20 DDX52 DESI2 DHX37 DNLZ DTX4 DYNC2I2 EEF1B2 EIF6 ELANE ELP2 ENOPH1 ERCC8 ERLIN1 ERMARD ERP44 FAM149B1 FANCM G3BP1 GALK1 GCNT3 GFM1 GMPPA GPR180 GPT2 GTF3A GTPBP8 GUSB ISG20L2 KIAA0825 KLHL23 LMAN2 LUC7L MAOA MAP3K20 MAPKAPK3 MAPRE2 MDH1 MFSD10 MRPL12 MRPS25 MRPS35 MTG1 MYG1 NAA50 NEBL NIPSNAP3A NOC3L NOL9 NOSTRIN NPC2 PAPSS2 PARL PCCA PES1 PFKP PGAM1 PLA2G4D PLAA PLAC8 POLR3C POLR3E PRAG1 PSMA3 PYCARD QARS1 RABEPK RASSF4 RPN1 RSU1 SCIN SCO1 SDF2L1 SEL1L2 SFXN4 SIGLEC5 SLC35B2 SMIM40 SNUPN SPCS3 SSR1 SSR2 SURF6 TAMM41 TBRG4 TEX2 THOC5 TMEM178A TMEM186 TMEM97 TNS3 TRAPPC13 TRMT6 TXNDC15 UBFD1 UTP25 WDR73 WDR77 YDJC ZNF562 ZNF583 ZNF706 IVANOVA_HEMATOPOIESIS_LATE_PROGENITOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IVANOVA_HEMATOPOIESIS_LATE_PROGENITOR ABCA9 ABCB4 ABCB7 ABCD2 ABHD5 ABR ACER3 ACOT9 ACP1 ADRM1 ADSS1 ADSS2 AGPS ALAD ALAS1 ALDH1A1 ALDH3A2 ALDH3B2 ALG8 ANKRD12 ANKRD22 ANKRD28 ANKRD46 ANXA2 ANXA3 AP1S2 AP3S1 AP5M1 APEH API5 APOO APP ARPC4 ARRDC1 ART2BP ASAP1 ASB1 ASCC2 ASF1B ATAD5 ATF6 ATP6V0B ATP6V0E1 ATP6V1C1 ATP9B ATRN ATXN10 BAG2 BAZ1A BCAP29 BCL2L15 BIRC5 BLVRB BMP2K BSG BTLA BTNL9 C12orf4 C18orf32 C19orf38 C1QTNF12 C1orf162 C5orf22 C5orf63 C7orf57 CA1 CABLES2 CASP1 CCDC102A CCDC127 CCDC88B CCL15 CCNB1 CCNC CCR1 CCR2 CD300A CD33 CDC123 CDC25B CDC37L1 CDC42 CDC6 CDK5 CEMIP2 CENPP CEP350 CERS6 CES2 CETN3 CGN CHAC1 CISD1 CISD2 CKAP2L CKLF CLDN15 CLEC10A CLEC12A CLINT1 CLP1 CLPTM1L COA5 COL5A1 COMMD5 CPNE8 CPOX CPTP CRYBG2 CSF2RB CSGALNACT2 CSNK1G3 CTSB CTSC CTSG CTSS CX3CR1 CXADR CYBB DAD1 DAP3 DAPL1 DERA DFFB DHRS7 DHX35 DHX8 DNA2 DNAJB3 DNMT3L DOCK10 DOK3 DRAM1 DUSP11 EAF1 EAPP EEF1D EHD2 EIF2S1 ELMOD1 ELOVL7 EMC6 EMILIN2 ENO1 ERI1 ERMAP ERO1A ESCO2 ESPL1 ETF1 EVI2A EXOC5 EXOC6 EXT1 F10 F13A1 FAM107B FASTKD2 FBXO33 FCGR1A FCGR2B FDPS FGFRL1 FGL2 FIGNL1 FNDC3B FNIP1 FTH1 FTSJ1 FUT4 G6PD GAK GAL3ST2 GALNT10 GAREM1 GATC GBE1 GDA GDF3 GDI2 GET3 GGA2 GGNBP2 GHITM GIN1 GLRX GMCL1 GMIP GMPS GPC1 GPN2 GPR101 GPR135 GPR160 GPR89A GSR GTSF1 H1-5 HADHB HARBI1 HAVCR1 HAX1 HBS1L HCFC2 HCK HCST HDC HECTD3 HECTD4 HLA-DMB HMBS HNRNPLL HP HPF1 HPSE HSD11B1 HSPBAP1 HVCN1 ICAM4 IDH1 IFI30 IFRD2 IGLL1 IL13RA1 IL1RL1 INSIG2 INTS4 IPCEF1 IPMK IRF8 ITGA1 ITPA KATNB1 KATNBL1 KCNJ2 KCNQ3 KCTD14 KCTD7 KIF1B KLF1 KLHDC2 KLHL32 KPNA1 KTI12 L3MBTL2 LAMTOR3 LAMTOR4 LCE3B LEFTY1 LGALS12 LHFPL2 LIN9 LMAN1 LPCAT2 LRRC20 LTA4H LTB4R LY86 LYRM9 LYST LZIC MAGOH MAP1A MAP2K1 MAP2K4 MAP3K13 MAPK1 MAPK7 MASTL MCM2 MCTS2 MEAF6 MED7 MET MFSD14A MGAM MINPP1 MIR223 MOB3A MPEG1 MRPL16 MRPL50 MRPS36 MRPS6 MS4A6A MSMO1 MT1A MT2A MTFP1 MTFR1 MTHFD1L MTUS1 MTX2 MYCBP MYO5C NADSYN1 NAPA NAPG NCAPG2 NCOA4 NDUFV1 NECAP2 NEK3 NEURL1 NFIB NFU1 NIN NPTN NRP1 NSD3 NSDHL NUCB2 NUF2 NUP205 NXPE4 OAT ORC4 ORMDL2 OSGEPL1 OSTF1 OSTM1 PABIR1 PACSIN2 PBK PGP PHF10 PHF5A PIEZO1 PIN1 PITPNB PITRM1 PLEK PLEKHF2 PLIN2 PLIN5 POLD1 POMK POT1 PPIL1 PPP2CB PPP2R1B PPP4R3B PRADC1 PRAMEF2 PRDM10 PRDX3 PRELID3B PRKAR2B PRSS16 PSMC1 PSMC6 PSTPIP2 PTCD3 PTGR1 PTPRO PUS7L QPCTL R3HCC1L RAB31 RAB32 RAB3C RAB44 RAB7A RABGAP1L RAG1 RAP1A RARB RBM44 RCC1 REEP1 RFESD RFWD3 RGCC RGS10 RGS9 RHOA RNASEH2B RNF115 RNF130 RNF41 RNMT RPAIN RPE RRM2 S1PR4 SAA3P SAP30 SAT1 SAV1 SAXO2 SDCCAG8 SEH1L SELENOI SELL SEMA4D SEPTIN8 SERBP1 SGK3 SGMS2 SKIC8 SLBP SLC12A4 SLC14A1 SLC15A4 SLC22A4 SLC25A21 SLC25A33 SLC25A51 SLC29A1 SLC31A2 SLC33A1 SLC35A3 SLC35E1 SLC38A5 SLC39A3 SLC45A3 SLC49A4 SLPI SMAP1 SMCO3 SMIM45 SNTB1 SNX1 SOAT1 SORL1 SP6 SPC25 SPHK1 SPIRE1 SPOPL SPRING1 SPTLC2 SRSF1 SSH1 ST7L STAMBPL1 STX11 SVIP SYNRG SZRD1 TACC1 TACSTD2 TADA2B TANGO2 TASL TASP1 TENT5A TENT5D TFRC TIFA TK1 TLK1 TLR1 TM9SF1 TMED2 TMED3 TMEM14C TMEM156 TMEM165 TMEM167A TMEM19 TMEM216 TMEM248 TMEM33 TMEM43 TMEM50B TMX4 TNFAIP8L2 TRAPPC2L TREX2 TRMT12 TROAP TSPAN33 TSTD3 TTC13 TTC9C TTR TVP23B TWF2 TYROBP UBAP1 UBE2Q1 UBE2V2 UBE2W UBTD1 UBXN2A UFC1 UGDH UGGT1 UMAD1 UROD USF1 USP14 USP24 USP45 USP46 VMA21 VPS8 WAPL WDR7 WEE2 WNT4 WRN XPNPEP3 XPO5 XRRA1 YAE1 ZBTB18 ZCCHC8 ZEB2 ZMYND12 IVANOVA_HEMATOPOIESIS_MATURE_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IVANOVA_HEMATOPOIESIS_MATURE_CELL AAK1 ABCA13 ABCB6 ACP1 ACP5 ACSL1 ACTA2 ADD1 ADGRE1 ADGRE4P ADGRL3 ADIPOR1 AGFG1 ALAS2 AMPD3 ANKRD9 ANO10 AP2A2 AP5S1 ARHGAP19 ARL2BP ARL6IP1 ASNS ATG4A ATP6V0A1 ATP6V1E1 ATP8A1 BMP2K BMPR1A BNIP3L BPGM BTNL10P C11orf24 C15orf48 C1GALT1 C1QB C1S C3 C3orf62 C4orf3 CAST CCNA2 CCND3 CCP110 CD14 CD226 CDC42EP3 CDCA3 CDK8 CDKN2D CDKN3 CDR2 CELA1 CES1 CHP1 CIR1 CLDN4 CLIC6 CMAHP CMAS CMTR1 COL1A1 COLEC12 COPS3 CPD CPEB4 CTSB CTSH CYBB DAAM1 DCAF10 DCK DEDD2 DEGS1 DERL2 DGKH DIO3OS E2F2 EGFR EHBP1L1 EIF5A2 ENDOD1 EPOR EPS15 ERGIC2 ETFRF1 FAM210B FAM220A FBXO34 FGR FN3K FPR1 FPR2 FTL G2E3 GABPB2 GADD45A GAPVD1 GCNT1 GOLIM4 GPATCH1 GPCPD1 GPX4 GRINA GRIPAP1 GTF2A1 GTPBP2 GUCD1 GYPA HACE1 HAGH HEBP1 HECTD1 HEMGN HERPUD2 HGSNAT HSPA4L HTATIP2 HYCC1 IFIT1B IFT80 IL33 INTS6L ITGAM ITGB2 KDM7A KEL KLF11 KLF3 LAMP1 LAMP2 LBR LGMN LILRB3 LILRB4 LIMS1 LMTK2 LNPK LPCAT1 LRG1 LRRC28 LYVE1 M1AP MACIR MAP4K5 MARCHF2 MARCHF8 MCUB MFSD14B MGST3 MINDY2 MKRN1 MMP8 MOB2 MOSPD1 MPP1 MRC1 MREG MRPL53 MTF1 MTHFD2 MTSS1 MXD1 MXI1 NAAA NAT9 NHSL2 NINL NIPA2 NOCT NR3C1 NUDT4 NXPE2 OTUB2 OTUD5 P2RY13 PAQR9 PC PGLYRP1 PI4K2B PICALM PIGQ PIK3CB PITHD1 PLA2G2F PLBD1 PLCB1 PPBP PPOX PPP3R1 PRC1 PRPF18 PTDSS2 RAB11FIP4 RAB24 RAB43 RAB6A RAD51C RBFOX3 RBMS1 RELCH RFFL RHAG RHD RIOK3 RMC1 RNASE3 RNF141 RNF167 RNF19A SACM1L SCD SCRN3 SDCBP SERINC5 SERTAD2 SERTAD3 SGO2 SH3TC2 SLC11A1 SLC16A1 SLC1A5 SLC22A23 SLC25A37 SLC25A38 SLC25A44 SLC30A10 SLC40A1 SLC4A1 SLC66A2 SLC66A3 SLC7A8 SLFN12L SLK SMIM5 SMOX SNCA SNX13 SOWAHA SPDL1 SPECC1 SPTA1 SPTB SRI ST3GAL5 ST3GAL6 STAB2 STK17B STMP1 STRADB STX11 STX17 STX2 SUPT4H1 SYAP1 SYNJ1 TAPT1 TBCEL TCEA1 TCP10L TCP11L2 TENT5C TFDP2 THBS1 TLCD4 TLR6 TM4SF4 TMCC1 TMCC2 TMEM170A TMEM255A TMEM9B TMPO TMX1 TNRC6B TPRG1L TRAK2 TRIM5 TRIM56 TRIM59 TSPAN17 TSPAN8 UBAC1 UBLCP1 UPB1 USP25 USP32 USP46 USP7 WDR26 WFDC21P WIPI1 XPO7 YPEL5 ZBBX ZNF740 IVANOVA_HEMATOPOIESIS_STEM_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IVANOVA_HEMATOPOIESIS_STEM_CELL ABCC12 AGXT ARHGAP32 ARHGAP42 ARHGEF28 ARL4C ASH1L BAALC BCL2L11 CAMTA1 CCAR1 CCDC136 CCDC185 CCL19 CD164L2 CDIP1 CDK14 CERS4 CHN1 CHRNA6 CHRNB1 CLPS COBLL1 COL18A1 COL4A1 CPSF2 CPXM1 CTNNAL1 CXCL14 CYP2D6 CYP2E1 DDIT4 DEF8 DNAJB13 DNAJC21 DNMT3A DUSP5 DYDC1 EFNA3 EGR1 EMCN EMP1 ENG ESR1 ETV1 ETV3 FAM110B FAM168B FAM181B FBXW12 FOXB2 FRMD8 FUNDC2 GAPDHS GATA3 GATAD2A GEM GLB1L GNL1 HNRNPR HOOK1 HOXB2 HYAL1 IFI44 IFIH1 IFT81 IGDCC4 IL36A INPPL1 IQGAP2 ITGA3 ITGA9 ITIH5 JADE1 JUN KCNJ6 KCNK15 KIF5A KLHL26 LAPTM4B LPAR4 LRRC49 LRRTM4 LYPD1 MAFF MARCHF9 MEF2D MEX3A MIRLET7D MISFA MSI2 MYCBP2 MYO10 NCOA2 NFATC2 NFIX NFKBIA NFKBIE NKAIN3 NKX2-8 NR4A1 NR4A2 NRXN1 NRXN3 NSD3 NTRK3 PAIP1 PALMD PARD6G PCK1 PDC PDE4B PDF PEAK1 PEX11A PGLYRP2 PITPNC1 PKD2 PLAC8L1 POLR2A PPP1R9A PRCD PRKACB PRKCE PRKG1 PTGR1 PTPRK PYGM RASD1 RBBP6 RBM28 RBX1 REST RFPL4B RILPL1 ROBO4 RPS6KA3 S100A5 SAMD10 SASH1 SCAF11 SEC14L3 SEMA3D SEMA4C SEPTIN3 SERPINB8 SGSM1 SIAH2 SKIL SLC16A5 SLC23A2 SLC25A30 SLC35F1 SLC41A1 SLIT2 SMAD7 SMARCA2 SMC5 SOCS5 SOS1 SREK1 SULT4A1 SV2A SYN2 SYT11 TBXA2R TCF25 TCF4 TCTN2 TGOLN2 THA1P TRIM61 TRIM9 TSPAN13 TSPAN6 USP34 USP38 VAMP2 VLDLR VPS37A WNT6 WWC2 ZBTB20 ZBTB37 ZC2HC1A ZC3H12C ZCCHC7 ZDBF2 ZMYND8 ZRSR2 ZXDB IVANOVA_HEMATOPOIESIS_STEM_CELL_AND_PROGENITOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IVANOVA_HEMATOPOIESIS_STEM_CELL_AND_PROGENITOR ABCB1 ABCB11 ABCC1 ABCF2 ABI2 ABL1 ACAD8 ACAD9 ACADL ACOT2 ACSF3 ACSM1 ACTR3B ADA ADGRG1 ADGRL4 ADRB3 AFAP1L1 AGO1 AKAP6 AKR1B10 ALDH5A1 ALKBH6 AMER1 AMIGO2 ANKRD37 ANXA10 AP5Z1 APOA5 ARHGAP32 ARHGAP35 ARHGEF17 ARHGEF2 ARHGEF5 ARL3 ARL5B ARMC10 ARMCX2 ARMH3 ARPP19 ART1 ASAH2 ASCL1 ASRGL1 ATF6B ATXN3 AVEN AVPI1 BAZ1B BCL2 BCL2L14 BEND4 BFAR BNIP5 BOD1 BPHL BRF2 BSN BTC BYSL C1orf21 C21orf91 C2CD2 C3orf33 C4B C8orf58 C9orf24 CA13 CALR CAMK2A CAND2 CAPSL CARMIL2 CASP8 CBFA2T2 CBFA2T3 CCAR1 CCDC85B CCDC90B CCDC93 CCND2 CD27 CD93 CDK9 CEACAM4 CEBPZ CEND1 CEP170B CFAP54 CHCHD6 CIBAR1 CLASRP CLCA2 CLDN8 CLEC14A CLIP4 CNOT1 CNRIP1 COA7 CORO2A CPEB1 CRACD CREM CRTC1 CSN1S2AP CSRNP1 CTBP2 CWF19L1 CYP4V2 CYSLTR1 DAG1 DAGLA DAPK1 DCBLD1 DDX11 DENND2D DEPTOR DHDH DHTKD1 DICER1 DIP2C DISP1 DLG3 DLL1 DNAJB9 DNAJC1 DNAJC2 DNMT3B DUSP12 DUSP7 DVL3 EARS2 ECPAS EDIL3 EFNA1 EGLN3 EID2 ELOVL6 EN2 ENAH ENDOU ENTREP3 EPB41L4B EPRS1 EPYC ERGIC1 ESAM ETV6 EVA1B EXOC3L2 F2RL3 FAAP20 FABP9 FADS2 FAM43A FASN FBLN2 FBXL19 FBXO21 FBXW11 FBXW12 FCHSD2 FGD5 FGF10 FGF18 FIRRE FKBP1A FKBP3 FLNB FLT3 FNBP1L FNBP4 FOXB1 FSTL5 FUT8 FZD6 FZD8 GABPA GADD45B GALNT11 GARIN5A GATA2 GBP4 GCAT GEMIN5 GIMAP5 GIMAP6 GJA1 GLIS2 GLYCAM1 GMPPB GNAS-AS1 GNAZ GOPC GPN1 GPR15LG GPR62 GPRASP2 GPX5 GRP GSTK1 GSTM1 GTF3C6 GUCA1B GULP1 GZMH HDHD5 HEPHL1 HES2 HIC1 HIC2 HINT2 HLA-A HMGA2 HMGN5 HMOX2 HNRNPU HOXA4 HOXA6 HOXA9 HP1BP3 HS1BP3 HSD3B7 HSPA1L HSPA4 HTR2A HUWE1 IFI16 IFT22 IFT46 IGF2BP1 IL11RA IL12RB1 ILDR2 INO80E INSR INTS12 IPO4 IRAK1 IRF2BPL ISLR2 ITGA6 ITGB4 ITGB8 ITPR1 IVNS1ABP KANK2 KAT2A KAZN KCNC1 KCND3 KCNJ14 KCNMB1 KCTD1 KDELR1 KHDRBS3 KIAA1549 KIAA1671 KIFAP3 KIFBP KIT KLF12 KLF4 KLHL3 KRBA1 KREMEN1 KRT10 KRT18 L3HYPDH LATS2 LDHD LGALS3BP LGI4 LHPP LIMD2 LINGO3 LIX1L LRATD2 LRRC1 LRRC58 LTBR MAGI2 MAMDC2 MAN2A2 MAP1S MAPK6 MBTD1 MCCC1 MDGA1 MEAF6 MED11 MEF2C MEIS1 MFNG MGAT3 MICAL2 MIDN MIER2 MIGA1 MIPOL1 MIR191 MLEC MLLT6 MLXIPL MMP23B MN1 MPL MPPED2 MPRIP MRPL19 MSI2 MTF2 MTMR10 MTOR MUC1 MUS81 MXD4 MYCN MYLK NAA25 NALF1 NAP1L3 NAV1 NAXE NCAM2 NCS1 NDN NEK6 NELL1 NIPSNAP1 NKAIN1 NKAPD1 NLRP4 NOP14 NOP58 NORAD NOXO1 NPL NPPC NRG4 NRGN NSG1 NT5C3B NTRK3 NUFIP1 NWD2 OBP2B OCRL OSBPL3 PAFAH2 PAIP2B PARM1 PCDH7 PCED1A PCMTD1 PCP4L1 PDCD4 PDCD6IP PDRG1 PEAK1 PEMT PER2 PEX1 PGM1 PGPEP1 PGRMC1 PHC1 PHF3 PHPT1 PIK3IP1 PITPNM2 PKP4 PLAC9 PLEKHA3 PLEKHA5 PLEKHF1 PLPPR2 PLPPR3 PLSCR1 PLXDC2 PNPLA6 POC5 POGK POMGNT2 POU2F2 PPIC PPIL4 PRDM5 PRKCE PRKCH PRR5 PRRC2C PRSS12 PRSS8 PRTG PSKH1 PTGDS PTOV1 PTPDC1 PTPN20 PTPRCAP PTPRM PTX4 QSER1 QSOX1 RAB26 RAB37 RAB38 RALGAPB RAPGEF5 RASSF2 RBBP9 RBMY1B RBPMS RCN2 REPIN1 RET RHBDD2 RHOBTB1 RHOBTB3 RLIM RMND1 RNF138 RNF152 RNF217 RPS25 RPUSD4 RRP1B RS1 RUNX2 RWDD3 SARAF SCN8A SEMA5B SEPTIN1 SERPINF1 SESTD1 SFR1 SH2B1 SH2B3 SH3PXD2B SHFL SIAE SIGIRR SLA2 SLC12A7 SLC17A5 SLC1A1 SLC25A36 SLC35F2 SLC39A6 SLC43A2 SLC4A1AP SLC4A8 SLC50A1 SLC5A6 SLC7A6 SMAD1 SMAD5 SMAD9 SMARCC1 SMIM11 SMO SMS SMYD5 SNAPC1 SNORD8 SNX30 SOD2 SOX4 SPACA9 SPART SPOCK2 SPRED1 STAMBP STOX2 STXBP1 SUFU SYDE1 SYDE2 SYNGR1 SYT11 SYTL4 TACR2 TAF1D TAF4B TAMALIN TAMM41 TAOK3 TBC1D16 TCEA2 TCERG1L TCTN1 TEK TERF2 TES TEX43 TFPI TGIF1 THSD1 TLE4 TLE6 TMEM106C TMEM135 TMEM176B TMEM201 TMSB10 TMTC2 TNFAIP8L1 TNFSF10 TNIK TNNI1 TP53I11 TP53RK TPK1 TRIM32 TSKS TTC21B TTC22 TTC26 TTC27 TTC9 TTPA TYMP UBA52 UBASH3B UBE2E2 UQCC1 USH2A USHBP1 USP2 USP28 USP30 USP40 VEGFB VTA1 VWA8 WDR19 WDR72 WNT11 WNT6 XXYLT1 YJU2 YLPM1 ZBTB10 ZBTB38 ZCCHC3 ZMIZ1 ZMYM4 ZNF12 ZNF20 ZNF22 ZNF260 ZNF326 ZNF503 ZNF521 ZNF613 ZNF629 ZNF704 ZNF787 ZNF827 ZPBP ZXDB IVANOVA_HEMATOPOIESIS_STEM_CELL_LONG_TERM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IVANOVA_HEMATOPOIESIS_STEM_CELL_LONG_TERM ABLIM1 ADAM22 ADARB1 ADGRD1 ADGRL1 AK1 AKAP9 ANGPT1 ANKS1B ANKZF1 AQP4 ARFRP1 ARHGEF10 ATXN1 BACE2 BCL9L BEND5 BICC1 BMP8A C11orf54 C9orf152 CACNA1C CASTOR2 CAVIN3 CBX6 CBX7 CCDC112 CCDC71 CCL27 CCM2L CCSER1 CEACAM7 CEROX1 CGNL1 CHIC1 CHST2 CILK1 CLDN3 CLEC2L CLIP4 CNTN1 COL18A1 CRIM1 CSAD CYP2J2 DCAF6 DNM1 DOCK8 DOCK9 DSG2 DUSP15 DYRK4 EFNA4 EFNB2 EGR3 ELAPOR1 ELAVL4 EPB41L2 EPHA5 EXT2 EYA2 FAAH FAM168A FGF19 FILIP1 FKBP7 FLRT3 FMN2 FOXN3 FSTL1 FUT10 GAA GARIN5A GBP6 GDAP1 GJD2 GLA GM2A GNAS GPRC5B HAVCR1 HBEGF HES1 HLF HM13 HOXA10 HOXA3 HOXA5 HP1BP3 HSD3B2 IFT122 IFT43 IGF1R IGHE IL4 JAG2 JAM2 JAM3 KAZALD1 KDF1 KIF6 KNDC1 KRT27 KRT7 LACTB LAMB2 LARGE1 LCA5 LDB2 LDHAL6B LENG8 LGI3 LHX9 LIX1L LPP LRCH4 MAP7 MARCHF10 MAST2 MBOAT2 MECOM MET MGA MYO5C MYOM1 NAA30 NBEA NFE2L3 NMT1 NPY1R NSRP1 NT5DC3 OCLN P2RX4 PADI6 PCDH1 PCDH9 PCGF2 PCLO PEBP1 PHLPP1 PIERCE1 PLN PLSCR4 PLXDC2 PRDM1 PRDM16 PROCR PROX1 PRR16 PRRT3 PRRX1 PTPN21 PTPRZ1 RAB33A RASAL2 RBP1 RCC2 RHOQ RNF151 RORA RORC RRAS SCAPER SCARF1 SCP2D1 SETBP1 SHROOM3 SIX5 SKI SLC12A2 SLC16A9 SLC6A15 SLC9B2 SLTM SMIM17 SMYD3 SPATA7 SPRR1A SRGAP1 SRGAP3 ST8SIA4 STARD6 STX1B SYN2 SYNPO TCF7L1 TIE1 TINF2 TMEM144 TNFRSF8 TNS1 TRAF1 TSBP1 TTLL7 TUBA3C TWIST2 UFSP2 UTRN VDR VNN1 ZAN ZBTB20 ZBTB39 ZDHHC17 ZFP1 ZFP92 ZKSCAN1 ZKSCAN2 ZMYM6 ZMYND11 ZNF260 ZNF268 ZNF354A ZNF467 ZNF784 ZRANB1 IVANOVA_HEMATOPOIESIS_STEM_CELL_SHORT_TERM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IVANOVA_HEMATOPOIESIS_STEM_CELL_SHORT_TERM APC BCLAF1 BPNT2 BPTF C9orf50 DNTT ERBIN HIRIP3 KIF16B MATR3 MPHOSPH9 NCOA6 PDE1A PKP1 PMS2 PRKCA PRRG1 RDM1 SENP6 SLC5A12 TSPAN1 UBXN10 IVANOVSKA_MIR106B_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IVANOVSKA_MIR106B_TARGETS AGO1 AKAP11 AKTIP ARID4B ATAD2 ATG16L1 BTG3 C9orf40 CAPRIN2 CCND1 CDC37L1 CDKN1A CENPQ CFL2 CLIP4 CLOCK CYBRD1 DAZAP2 DEDD DUSP2 EFCAB14 EIF5A2 ELK4 ENPP5 FASTK FBXL5 FYCO1 FZD6 GOLGA1 GPR137B GPR137C HIF1AN HPS5 JAK1 KIAA0513 KIF5C KLF10 LIMA1 LIMK1 MAPK1 MAPRE3 MFN2 MKRN1 MVK NAGK NCEH1 NETO2 NKIRAS1 NUP58 PKD2 PKIA PLAGL2 PLSCR4 PRRG1 PRRG4 PUDP PURB RAB22A RASGEF1A RETREG2 RGMA RNH1 RRM2 SFR1 SIK1 SLC16A9 SLC40A1 SNX11 STYX TBC1D9 TLCD3A TMEM127 TMEM245 TMEM25 TMEM9B TNFAIP1 TNFRSF10B TNFRSF21 TPRG1L TRAPPC14 TRIM36 TUSC2 USP46 UXS1 ZBTB5 ZBTB6 ZFYVE9 ZNF367 ZNFX1 IVANOV_MUTATED_IN_COLON_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IVANOV_MUTATED_IN_COLON_CANCER B2M BAG6 CTNND1 ESRP1 FXR1 HMMR LTN1 MAP1S MARCKS MSH3 NCOR1 PHF14 RNF43 IWANAGA_CARCINOGENESIS_BY_KRAS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IWANAGA_CARCINOGENESIS_BY_KRAS_DN ABCA6 ABCB1 AKTIP ALOX12 AP2A1 ARHGAP5 ART2BP BMAL2 BMPR2 C15orf48 CADM2 CALB1 CAPNS2 CEP70 CFD COX7B2 CTDSP2 CYP2E1 CYP4B1 DBP DDX3Y DLL1 ENO3 ETFDH FCRL1 FEZF1 FGF12 FIBIN FLNA FLT1 FREY1 GALR1 GBP2 GNAQ GRIA2 GRIK4 GTF3C5 GTPBP1 H1-2 H1-7 HDAC6 HNRNPR HSPA12B HTR2B INTS12 IRGM IRS2 ITGA1 ITGA2B ITGA6 ITGB4 ITGB5 ITPRIPL2 KIAA0040 KLF4 KLF7 KLRB1 KRCC1 KRTAP5-2 LETM1 LHFPL2 LIMK1 LRP6 MAB21L1 MADD MALAT1 MAP3K14 MOGS MYCT1 MYH6 MYOZ2 NEURL1B NPM1 NR2F2 NSMCE2 NUDCD3 PARP1 PCDHB12 PDSS1 PIGN PIK3IP1 PITPNB PLEKHM2 PLXNB1 PPP1R11 PPP2R5C PRKCE PTEN RCBTB2 REXO1 RFNG RGS2 RPGRIP1 RPL22 SAFB2 SCML4 SH2B1 SKAP2 SLC43A2 SNRPG SP1 SP3 SPAG16 SPON1 SRSF1 SULT1A1 TBC1D8B TBCE TCF4 TERF2IP TMEM200A TMEM243 TNNC1 TRIM14 TRIO TSPAN11 UPK3BL1 VPS36 ZNF23 ZNF780A ZSCAN12 ZSCAN22 ZSCAN5B IWANAGA_CARCINOGENESIS_BY_KRAS_PTEN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IWANAGA_CARCINOGENESIS_BY_KRAS_PTEN_DN ABCB1 ABCB6 ABCD2 ABHD17C ABTB2 ACTC1 ADAM1A ADCY8 ADGRE5 ADGRL2 ADGRL4 ADH1C ADRB1 AJM1 AK4 AKAP12 ALDH1A1 AMIGO1 AMZ1 ANGPTL2 ANKRA2 ANKRD34A ARHGAP18 ARHGAP25 ARHGEF2 ARHGEF4 ARID4B ASCL3 ATP10D ATP13A4 AUH B3GALNT2 B3GNT6 BGN BRCA1 BTBD6 C17orf58 C7orf57 CABP2 CACNA1A CACNG2 CALCRL CAV2 CAVIN2 CBFA2T3 CBR3 CCDC134 CCDC174 CCDC81 CCND3 CCNJL CD28 CD93 CDON CDT1 CELF6 CEMIP CETN1 CFAP91 CFHR3 CHCT1 CHIC2 CHRNA9 CHSY1 CIR1 CLCA4 CLDN5 CLEC14A CLEC2L CLIP1 CNN1 CNR2 COL4A1 CORO1A CPNE8 CRIPT CRISP3 CTDSPL2 CTIF CUL3 CXCL13 CYCS CYP4A11 CYTH3 DAAM1 DCLK1 DCP2 DDHD2 DDN DDX27 DDX50 DEPP1 DPF1 DPT DYRK1A EARS2 EBF1 EDC3 EEF1AKMT1 EFNB2 EID2 EIF4G2 ELF4 ENDOG ENG ENPP2 ERF FA2H FAM229B FBXL7 FBXW12 FDX2 FGF14 FHL1 FMO1 FOXF2 FOXH1 FOXK2 FZD4 GALNT13 GAS1 GEMIN8 GEN1 GIMAP6 GLIS2 GLP1R GNB4 GPAT4 GPD2 GPR107 GPR153 GPR182 GREM1 GREM2 GRM5 GSN GTF2I GTPBP3 GZMA H1-9P HAUS3 HBP1 HEBP2 HELZ HIP1 HK1 HLA-DQB1 HNRNPF HNRNPU HOXA3 HOXB4 HOXB5 HS3ST3B1 ICOS IFIT2 IL2RG INMT INSR INTS2 INTS9 IPPK IQGAP3 IRF8 IRGQ IRS4 IRX1 ITGB3BP ITPR2 JUN KATNBL1 KCNG4 KITLG KLF4 KLF6 KLF7 KLK7 KRT80 LDB2 LGALSL LIG3 LRP8 LRRC72 MAN1B1 MAP2 MAP4 MAP7 MARCKS MAST3 MBLAC1 MCAM MEIS2 METTL17 METTL6 MFSD13B MIDEAS MMP12 MMP2 MPDZ MRPL54 MS4A6A MTOR MUC15 MYO5A MYT1 MYT1L NCALD NDN NDST3 NDUFB10 NDUFV3 NEK11 NID1 NSF NXN OGN OPRK1 OR5B3 OSBP OTUD3 OXCT1 PAPPA2 PAQR5 PAXIP1 PDE4DIP PDILT PDLIM3 PDZD2 PDZD9 PEA15 PFKFB3 PHEX PICALM PKD2 PLCG1 PLOD2 PLTP PLVAP PLXDC2 PMP22 PPBP PPP1R14A PPP1R14B PPP2R5B PRDM1 PROSER2 PRPF4B PRSS59P PSEN1 PSPC1 PTPRC PTPRD PTPRK RAMP2 RASGRP2 RASSF6 RCN1 RGMB RGS2 RHOJ RICTOR RPP40 RSF1 RSL24D1 SATB1 SCAF4 SCFD2 SELL SEMA3E SERPINB6 SERPING1 SET SHFL SHISA6 SIK2 SLC16A5 SLC22A3 SLC29A2 SLC39A10 SMARCD2 SMCHD1 SMG9 SNAI3 SNTB2 SNX21 SOX7 SPARCL1 SPART SPATS2L SPTBN1 SRD5A2 SREK1 SSH2 ST18 ST6GALNAC3 STON2 STPG4 SUGP1 SUGP2 SUSD4 SV2B SWSAP1 SYN2 SYNM TAX1BP1 TBC1D24 TBP TCERG1 TCF21 TEK TGFB1I1 TGM2 THOC7 TLX1 TMED5 TMEM170A TMEM174 TMEM184B TMEM263 TMEM87B TMTC1 TNNT2 TNPO1 TPM1 TRA2A TRNAU1AP TSPAN13 TTC21B TTC28 TTC6 TTL TTLL8 TXNL1 UTP14A VCL VPS39 VPS50 VPS51 WASF2 WWOX XPA XPR1 YOD1 YPEL3 ZBTB14 ZBTB44 ZCCHC14 ZEB1 ZFHX4 ZMAT4 ZNF56P ZNF672 ZNF839 ZSCAN4 ZSWIM8 ZZEF1 IWANAGA_CARCINOGENESIS_BY_KRAS_PTEN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IWANAGA_CARCINOGENESIS_BY_KRAS_PTEN_UP ACAP2 ACOT1 ADAM19 ADAMDEC1 ADAMTS10 AKAP10 AKAP8 AKIRIN2 ANKRD55 APPL1 ARG1 ARIH1 ARL8A ATP6V0A1 ATP6V1C1 AXIN2 B3GALNT2 BACE2 BCAP29 BCHE BHLHE40 BICDL1 BMERB1 BNIP2 BZW1 C3AR1 CA10 CALB1 CALHM5 CCL15 CCR1 CD14 CDC23 CDHR1 CETN4P CHAC2 CHL1 CLDN2 COL5A1 COPG1 CP CR1L CTSB CUL4B CYLC2 DCAF12 DMBT1 DPYS DTNB EFCAB12 EGLN3 EIF4EBP2 ELAVL3 ENPEP ERCC2 ERCC6L F3 FANCL FER FHIP1B FOXJ1 FREM2 GABRA1 GABRP GEMIN5 GGNBP1 GID4 GLA GMEB1 GOLM1 GPR149 GPRC5C GRIN1 GSDMA GTF3C4 HES2 HES3 HGF HIGD1A HINT3 HMOX1 HSPA1B HSPA2 IFNA1 IGBP1 IL36RN INAVA INTS2 IPO13 ISL1 KBTBD12 KCNK6 KIAA1671 KIF2A KNG1 KRTDAP LAMB3 LAMP2 LDB1 LDHD LITAF LMNB1 LMX1A LY6D MAGEB16 MAP6 MAPK8 METTL26 MFSD4A MIA MIB1 MIF MIS18A MORC1 MPZL2 MYB MYNN NCAPD3 NDUFS6 NEFM NFATC2 NME8 NOL11 NT5C2 NTF4 NUCB2 NUDT6 ODC1 OGA OPRL1 PDGFC PGAP1 PGK1 PGM3 PHF10 PKIB PLCH2 POLG PPIC PRG4 RAB39A RAB7A RAMP1 RBM18 RBM26 RBM46 RECQL RET RGS5 RNF128 RNF20 RPGR RPRD2 RRAGD RSL1D1 SENP2 SERPINA3 SERPINE1 SERPINF1 SFTPA1 SIGLEC1 SLC17A9 SLC5A1 SMPDL3B SUPT20H TBCA TCAF2 TCF7L2 TCL1B TDRP TEX13B TMEM107 TMEM177 TMEM33 TOP1 TP63 TRIM71 TUBA4A TVP23A UBA2 UOX WNK1 WWP2 XPO4 ZC3H14 ZMYND11 ZNF414 ZNF416 ZNF691 ZNF827 IWANAGA_CARCINOGENESIS_BY_KRAS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IWANAGA_CARCINOGENESIS_BY_KRAS_UP ACBD5 ACKR4 ADCY7 ADK AEBP2 ARG2 ASB9 ASPH ATP1A1 ATP6V1C1 ATRX B3GAT1 B4GALNT1 BCL9L BEND4 BOD1L1 BRDT CAMTA1 CD55 CDC40 CDKL5 CHIA CHRAC1 CKMT1B CKS1B CLDN12 CLU CNTN6 COA8 COMMD3 CREB3L1 CREBBP CSNK1A1 CTPS1 CTSH CTSZ CXCL6 CYGB DENND5B DERL2 DHCR7 DNAH8 DNAJC12 DNM2 DUSP15 DUSP21 ECM2 EGFL6 EIF4G3 ELF5 EMB EMX2 EPCAM EPHA1 EPHA5 EPS8L1 EREG F7 FAM120A FAM185A FAM234B FAM3C FAM83G FBN2 FERD3L FUCA2 G2E3 GABRB3 GALNT3 GDE1 GIMAP6 GJA1 GLCCI1 GLRX GOSR1 GPBP1L1 GPR27 HIPK3 HLA-A HNF1A HNMT HOXD8 IAPP IBSP IFNGR2 IFT43 IGF1 INIP IPO8 KCNJ15 KDF1 LDHA LDHD LDLR LGR6 LRG1 MAGI3 MAL MCOLN3 ME1 MRC2 MTMR1 MTUS1 NCS1 NIPA1 NPTXR NRCAM NRXN3 OSGIN2 PAFAH1B3 PC PCDHB13 PDCD2 PELI1 PEX7 PNN POMGNT1 PPP1R14C PPP2R5C PRNP PTGIR PTGR2 PUF60 RAD51AP1 RAI14 RNF123 RNF13 RNF181 RNF225 RUNX1 SCD SCHIP1 SCP2 SCRG1 SDC1 SERPINB12 SLA2 SLC15A2 SLC16A1 SLC43A2 SLC45A4 SLC9B1 SMARCA5 SNX30 SOAT1 SOX2 SPINT1 SPTLC3 ST14 STK38 SUPT7L TADA1 TCIM TEDC2 TEKT5 TENM2 TFCP2L1 TGFBR2 TGOLN2 TRAPPC2 TSEN54 TTN UBE2Q2 UQCC4 URI1 VPS35L WBP1 WDR91 WNT5B ZNF563 ZNF598 ZNF717 ZNRF1 IWANAGA_E2F1_TARGETS_INDUCED_BY_SERUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IWANAGA_E2F1_TARGETS_INDUCED_BY_SERUM ADK CENPH CENPU CEP57 CLSPN DEPDC7 FAM111A FIGNL1 GEMIN2 GGH GXYLT1 HEY1 HMGB2 HROB MAGI3 MAPRE1 MMUT MTMR2 PCGF5 PGM2L1 PIAS2 PSIP1 RAD51AP1 TPGS2 IWANAGA_E2F1_TARGETS_NOT_INDUCED_BY_SERUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IWANAGA_E2F1_TARGETS_NOT_INDUCED_BY_SERUM ARHGEF26 CCNA2 CDKN1B DTNBP1 NEO1 WASF1 IYENGAR_RESPONSE_TO_ADIPOCYTE_FACTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IYENGAR_RESPONSE_TO_ADIPOCYTE_FACTORS ATF3 IGF2 ISG20 ITGA2 LAMA1 MMP1 NFKB1 SOX9 STC1 TNFAIP3 IZADPANAH_STEM_CELL_ADIPOSE_VS_BONE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IZADPANAH_STEM_CELL_ADIPOSE_VS_BONE_DN ACKR3 AKAP12 AKR1C1 ANXA3 AR ARHGAP29 ASAP3 ASPN ATP2B4 BCL7A CA11 CA12 CCDC80 CDH11 CELF2 CFB CISD1 COL5A2 CRYAB DAAM1 DAB2 DHRS3 DHX40 DOCK11 EHBP1 EN1 EPB41L4B FAM234B FBLN1 FBN1 FBXO32 FGF21 FZD7 GATA3 GPR87 GPRC5B HOXB6 HSPA2 HYAL1 ID1 IGF1 IGF2BP3 IRAG1 JAM2 KCNE4 KDM5B KLHDC9 LAMA4 LAMB1 LASP1NB LHX8 LOX LOXL2 LRRC17 LTBP2 LZTFL1 MEST MFAP4 MFAP5 MYH10 MYH11 MYH2 N4BP2L1 NDN NEK1 NFIB NPR3 NRIP1 NUAK1 PALMD PBX1 PCSK6 PIP5K1A PLOD2 PLPP1 PODN POSTN PPP4R4 PPTC7 PRKAG2 PRKCI PTGIS RAB12 RASAL2 RGS4 RIMKLB RTN2 S100A16 SERPING1 SFRP2 SLC22A23 SLC24A3 SLC29A1 SLPI SMAD1 SORBS2 SST STAT4 SYTL2 TCF4 TLE1 TMEM245 TNNC1 TPD52L1 TXNIP VCL ZSCAN18 IZADPANAH_STEM_CELL_ADIPOSE_VS_BONE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IZADPANAH_STEM_CELL_ADIPOSE_VS_BONE_UP ABCB1 ABCB4 ACSL5 ADORA2B AGA AIFM2 AIM2 ALYREF ARHGAP24 ARL4C BMI1 BTN3A3 C15orf48 CASP1 CD44 CDH6 CELF1 CHN1 CHST15 CLEC2B COTL1 DDX39A DHRS7 DUSP6 ELOA EML1 ENO3 ETS1 FAM156A FHOD1 FOSL1 GAP43 GMDS GNB1 GOLIM4 GPR84 GSDME GTSF1 HAS2 HECW2 HLA-B HLA-F HLA-J HMGA2 HMOX1 HNRNPH1 HOMER3 HOXA10 HOXA11 HPCAL1 IRX5 ITM2C JAG1 KHDRBS3 KYNU LAP3 LMNA LRP8 LYN LYRM2 MAB21L2 MAF MAP3K5 MAPRE2 MARCHF3 MARCKSL1 MECOM MRPS6 MT1F MT1G MT1X MT2A MTSS1 NAP1L1 NEK6 NETO1 NID2 NOCT NQO1 NR2F2 NTM NUP88 ODC1 ORAI1 PAICS PDGFA PDXK PHACTR2 PHLDA2 PLAGL1 PLAT PPP1R14C PPP4R1 PREX1 PRKAR1A PSMB10 PSMB8 PSMB9 PTBP3 PTGR1 PTN PTPRK QKI RAB31 SATB2 SERP2 SERPINB1 SERPINI1 SH3KBP1 SH3TC1 SLC41A1 SLC7A11 SNX8 SOCS2 SRGN STAMBPL1 SZRD1 TBC1D1 TCIRG1 TFAP2A TP53I3 TPST2 TREX1 TSPAN5 TUBB2A UCK2 UPP1 VEGFA JAATINEN_HEMATOPOIETIC_STEM_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JAATINEN_HEMATOPOIETIC_STEM_CELL_DN ABCC13 ACSL6 ADTRP AHSP ALAS2 ANKRD55 ANKRD9 AQP3 ARG1 ARL4C BCL11B BCL2L11 BLVRB BPGM C5AR1 CA1 CALD1 CAMK4 CCL3 CCL4 CCL5 CCR1 CCR7 CD14 CD163 CD1D CD2 CD247 CD27 CD28 CD36 CD3D CD5 CD86 CD8A CD8B CDK5R1 CDKN2D CEACAM8 CEBPD CHI3L1 CHRM3-AS2 CITED2 CLEC10A CLEC4A CLEC7A CMTM5 COTL1 CPVL CRISPLD2 CST7 CSTA CTSB CTSE CTSH CTTN CX3CR1 CXCL16 CYBB CYP1B1 CYP4F3 CYSTM1 DCAF12 DEFA1 DENND2D DOCK9 DOK2 EEIG1 EPHA4 ETS1 F13A1 F5 FBLN7 FCER1G FCGR2A FCGR3B FCN1 FGFBP2 FGL2 FGR FPR1 FYB1 GABARAPL1 GIMAP4 GNLY GPCPD1 GPR18 GPR65 GYPA GZMA GZMB GZMH GZMK HBA1 HBB HBD HBG1 HBM HBZ HCK IFI30 IGF2R IGSF6 IL10RA IL13RA1 IL18RAP IL1RN IL21R IL2RB IL7R ISG20 ITGAM ITGB2 ITGB2-AS1 ITK JAZF1 KCTD12 KLF1 KLF2 KLF4 KLRB1 KLRC1 KLRF1 KLRK1 KRT1 LAT LBH LCK LDLRAP1 LEF1 LGALS2 LGALS3 LILRA5 LRRN3 LTF LY9 LYZ MAL MAN1C1 MARCHF2 MEGF9 MIR22HG MMP8 MMP9 MNDA MPEG1 MS4A6A MYBL1 MYL4 NCF2 NELL2 NEXN NID1 NKG7 NPL OLFM4 OLIG1 PASK PCSK5 PF4 PF4V1 PIK3R5 PLBD1 PLXDC1 PNP PPBP PRF1 PRKCA PSAP PTGDR PVRIG PYHIN1 QPCT RASGRF2 RASGRP1 RBP7 RCAN3 RGCC RGS1 RGS18 RHAG RHD RORA RTN1 S100A12 S100A8 S100A9 S1PR5 SAMD3 SAMHD1 SECTM1 SELENBP1 SERPINA1 SERPINB2 SGK1 SGSH SH2D1B SLC14A1 SLC25A37 SLC2A3 SLC4A1 SLFN5 SNCA SNTB2 SPON2 STK17A STX11 SULF2 TENM1 TENT5C TESC TFDP1 TGFBI TGFBR3 THBS1 THEMIS TMC5 TNFAIP3 TOB1 TRABD2A TRAT1 TRBC1 TRDC TUBB1 TUBB2A TXNIP TYROBP UPP1 VCAN VSIG1 XCL1 XK ZAP70 ZER1 ZFP36L1 JAATINEN_HEMATOPOIETIC_STEM_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JAATINEN_HEMATOPOIETIC_STEM_CELL_UP ABCC1 ABRAXAS1 ACACA ACSF2 ADAM28 ADAT2 ADGRA3 ADGRG6 AKR1A1 AKR1C3 AKT3 ALDH1A1 ALG10B ANGPT1 ANKRD28 ANKRD6 AREG ARHGAP22 ARMCX1 ARMCX2 ASPH ATP2C1 ATP6V0A2 ATP9A B4GALT6 BAALC BCAT1 BCL11A BEND4 BEX2 BIVM BSPRY BTBD3 C11orf54 C1QTNF4 CALN1 CBX2 CBX5 CCDC171 CCDC6 CCNB1IP1 CD109 CD34 CDCA7 CDK2AP1 CDK4 CDK6 CEP170 CFH CHRDL1 CHST13 CIBAR1 CMAHP CNKSR3 COL24A1 COL5A1 CPA3 CPSF3 CPT1A CRACD CREBZF CRHBP CRIM1 CRISPLD1 CTHRC1 CYTL1 CYYR1 DAPK1 DDAH1 DEPTOR DIPK1B DKC1 DNMT3B DOCK7 DPPA4 DPY19L2 DPY19L3 DPY19L4 DPYSL3 DSG2 DST DTL EBPL ECPAS EMP1 EOGT ERG ERLIN2 ERMP1 ETV6 F2R F2RL1 FABP5 FAIM FAM171B FAM216A FAM30A FAM98B FGD5 FHL1 FLT3 FLVCR1 FRMD4B FRMD6 GALNT7 GATA2 GATM GCSH GIHCG GLIDR GNA15 GNAI1 GOLIM4 GUCY1A1 HACD1 HADH HDGFL3 HHEX HLF HMGA2 HMGCR HOXA10 HOXA3 HOXA5 HOXA9 HOXB3 HPGDS HSH2D HSPB1 HSPD1 IGFBP7 IGLL1 IL18 IPO11 IPO7 IQGAP2 ISYNA1 ITGA9 ITM2C ITPRIPL2 JADE3 JUP KCTD15 KCTD3 KDM5B KHDRBS3 KIT LAPTM4B LIMCH1 LINC00888 LPIN1 LRCH2 MACROH2A1 MAP7 MAP9 MAST4 MBLAC2 MCM5 ME3 MEG3 MEGF6 MEIS1 MEST MICU3 MIR155HG MIR221 MLLT3 MMP28 MPL MRNIP-DT MRPS27 MSH5 MSI2 MSRB3 MYB MYCT1 MYO18A MYO5C MZB1 NAP1L3 NASP NDN NEGR1 NKAIN2 NKX2-3 NME1 NPR3 NREP NRIP1 NT5DC2 OBSL1 PAICS PAIP1 PAM PDE1A PDGFC PDZD2 PGBD1 PHACTR1 PKD2 PLA2G12A PLA2G4A PLAGL1 PLCB1 PLCB4 PLEKHA5 PLS3 PM20D2 POGLUT2 POGZ PON2 PPM1H PRDM11 PRDM16 PRDX4 PREX2 PRKACB-DT PRMT5 PROM1 PRXL2A PSMB5 PSMG1 PWWP3A PXDN QSER1 RAB34 RAVER2 RBM10 RBPMS RCN1 RDX RHOBTB1 RPS15A RUNX2 RUVBL2 RXYLT1 SAMD13 SCD SCHIP1 SCN3A SCN9A SCRN1 SELENOP SERPING1 SETD9 SGK3 SH3BP4 SH3RF1 SHANK3 SLC16A14 SLC25A27 SLC27A2 SLC39A10 SLC39A8 SLC9A7 SLITRK4 SMAD1 SMARCA1 SMARCA2 SMIM24 SMYD3 SOCS2 SOCS6 SPART SPIN4 SPINK2 SPOCK3 SRD5A3 SRSF3 SSBP2 STK3 STMN1 SV2A SYPL1 TAF1D TANC1 TBC1D24 TCAF1 TCEAL4 TCEAL9 TFEC TFPI TGFBRAP1 TIMM9 TMEM163 TMEM200A TMEM38B TMEM44 TNFRSF21 TNS3 TRIM24 TRIP6 TRO TSPYL5 TUG1 TUSC1 TXNRD3 UBE2Q2P13 UBR5-DT UBTD2 UHRF1 UMODL1 UNG VAV3 VWDE WASF1 WDR17 WDR49 WDR91 ZBED3 ZBTB8A ZFTA ZMAT1 ZNF117 ZNF165 ZNF302 ZNF395 ZNF512B ZNF521 ZNF618 ZNF709 ZNF711 ZNRF1 JACKSON_DNMT1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JACKSON_DNMT1_TARGETS_DN CENPA COL11A1 COL6A1 COL6A2 COL9A1 CRABP1 DNMT1 EFNB1 FZD8 GAS2 GJB2 GRB10 HMGB1 IGF2 JUP LDLR MDH2 PEG3 POLD1 SCD U2AF2 JACKSON_DNMT1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JACKSON_DNMT1_TARGETS_UP ACKR3 AHCY BAG1 BIN1 CCN1 CCNG2 CDC25A CDKN1A CEBPZ CHEK1 CRYAB CSF1 CSK CTNNB1 CXCL10 CYP2E1 DAZL DYNLT2 ECT2 EIF2AK2 EIF3A ENG EPHA2 EREG ETV4 FGFR1 GATA2 GPR12 GTF2H1 HIF1A HLA-A HLA-B HLA-E HLA-G HMGA1 HSPB1 HSPH1 IFI16 IFIT1B IFIT3 IFNGR1 IGFBP6 IL10RB IL1RAP IRF7 ISG15 JAK2 JUNB KLF4 MAP2K3 MRE11 MX1 NFE2L2 PARP1 PDGFA PHLDA1 PLIN2 POLR2A PROCR PTGS2 RAD52 REEP5 RELA RGS16 RPA2 SEMA3C SFRP1 SIN3A SLBP SLPI SOCS3 TDG TGOLN2 THBS2 TK1 TRAF3 TRAF4 TRIM25 TRIM28 TSG101 XIST ZFP36 ZFP64 JAEGER_METASTASIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JAEGER_METASTASIS_DN ABCA12 ABCC3 ABHD2 ABLIM1 ACKR4 ADCY2 AHNAK AKR1B10 AKR1C1 ALDH2 ALDH3B2 ANK3 ANXA8 AOPEP AP1G2 AQP3 ARAP2 AREG ARHGAP32 ARHGEF4 ASPA ASS1 BBOX1 BCL11A BCL11B BICD2 BMP7 BTG1 C1orf116 CA12 CA2 CALML3 CALML5 CCL27 CD207 CD24 CD24P2 CDA CDH1 CDH3 CDHR1 CDS1 CFH CHN2 CHP2 CKMT1B CLCA2 CLIC3 CLTB COBL COL17A1 COL4A6 COL7A1 CPA3 CRYBG1 CRYBG2 CST6 CSTA CTNNBIP1 CTNND1 CTSG CTXND1 CWH43 CXADR CXCL14 CYP26B1 DEFB1 DGKA DIO2 DNASE1L3 DPP6 DSC1 DSC2 DSC3 DSG1 DSG3 DSP DST DUOX1 DUSP7 ECHDC2 EFS EGFR EHF ELMO3 ENPP2 EPHB6 EPHX3 EPPK1 ESRP2 ETS2 EVPL EXPH5 F2RL1 FAT2 FCER1A FCGBP FERMT1 FGFBP1 FGFR2 FGFR3 FHOD3 FLG FST FXYD3 FZD10 GABRE GATA3 GJA1 GJB3 GNA15 GPR87 GPX2 GRHL2 GSTT1 HAL HCAR3 HLF HOPX IL1R2 IMPA2 INAVA IRF6 IRX4 ITGB4 ITM2A ITPR3 IVL JAG1 JUP KCND3 KIT KLF4 KLF5 KLK10 KLK11 KLK7 KLK8 KLRF1 KRT1 KRT10 KRT14 KRT15 KRT16 KRT17 KRT19 KRT23 KRT31 KRT33A KRT5 KRT6A KRT6B LAD1 LAMA3 LAMB3 LAMC2 LGALS7 LGR5 LORICRIN LSR LTB4R LTF LY6D LYPD3 MAF MAL MAP7 MAPK13 MAST4 MATN2 MCOLN3 MID2 MMP28 MPZL2 MST1R MT1M MYO6 NAP1L2 NEBL NET1 NFIB NLRX1 NMU NRCAM NTRK2 PAK6 PALMD PCSK2 PDZK1IP1 PER2 PERP PI3 PKP1 PKP3 PLP2 PLPPR4 PLXNC1 POU2F3 PPL PRDX2 PRELP PRSS3 PRSS8 PTCH1 PTGS1 PTPRZ1 PYCARD QPCT RAB25 RAPGEFL1 RORA S100A14 S100A2 S100A7 S100A8 S100A9 S100P SCEL SCGB2A2 SCNN1A SCUBE2 SDC1 SERPINB13 SERPINB3 SERPINB4 SFN SLC1A4 SLC2A1 SLPI SOWAHC SOX15 SPINK5 SPINT2 SPRR1A SPRR1B SRD5A1 SSH3 ST14 STAP2 TACSTD2 TFAP2B TFAP2C THBD TM4SF1 TMEM45A TP53AIP1 TP63 TPD52L1 TPSAB1 TRIM29 TUBA4A TUFT1 TXNIP TYRP1 VSNL1 WNT5A ZBED2 ZNF185 ZNF750 JAEGER_METASTASIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JAEGER_METASTASIS_UP ADAM12 AURKA BGN CDC6 CENPF CKS2 CSAG3 DDAH1 DTL ENPP1 EPS8 FCGR1A FN1 GINS4 GPI H2AZ2 HLTF IGHM KIF2C MAGEA12 MAGEA2 MAGEA3 MERTK MET MME NCAM1 NCAPG NCBP2 NNT NUDT9 PAPSS2 PLOD2 RRM2 SCHIP1 SEPTIN6 SLC16A3 SMC4 SNAP25 SPP1 STC1 SULF1 TACC3 TBC1D1 THBS4 TUBB2B UCHL1 JAERVINEN_AMPLIFIED_IN_LARYNGEAL_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JAERVINEN_AMPLIFIED_IN_LARYNGEAL_CANCER ASH2L BRF2 C11orf68 C1orf131 C2CD3 CCT5 COPS5 COQ4 DDX31 DUSP16 DVL3 ENTPD2 ERLIN2 ESR1 FADD FAM220A GNPAT GPATCH2L GTPBP8 KDM5A KLHL7 LSM1 MCCC1 MGAM MORN1 MYCBP2 NDUFB5 NPL NR1I3 PARP4 PIP4P1 PLCH2 PLGRKT PPFIA1 PSCA PSMB5 SNRPD3 TOPBP1 TRIP13 ZBTB25 JAIN_NFKB_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JAIN_NFKB_SIGNALING ALG3 APRT ARMC6 ARSB ASCC3 BCAT2 BNIP3 CA2 CBX3 CLNS1A CLUH CTSC DCTN1 DDX42 DDX46 DECR1 ENSG00000260917 FBL FLT1 GATB GBA1 HDDC2 HK2 IPO8 ITPA JAK2 LAS1L LIG3 LIG4 LMAN2 MED1 METAP1 MPHOSPH9 MRE11 MYC NAP1L1 NOC2L ORC5 PAWR PEX14 PLA2G4C PLAU PMVK POLA1 PREPL PRR3 PSMA2 PSMG1 PSPH PTPN7 RAD50 RCC1 RIDA RNF5 SLC23A2 SLC29A1 SMG7 SNX4 SPHK2 STK4 SYMPK TAP2 TFAP4 TICAM1 TM7SF2 TPD52L2 TRMT1 UCHL3 VEGFA XPO7 ZNF195 ZNF230 ZNF415 ZNRD2 ZZZ3 JAZAERI_BREAST_CANCER_BRCA1_VS_BRCA2_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JAZAERI_BREAST_CANCER_BRCA1_VS_BRCA2_DN APEX1 ARHGEF6 BABAM2 BMP6 CD36 CD83 CSNK1E CSRP2 FOXO1 GABRP GFM2 GOLGA1 IL7 ITGAE KDR MAST1 MMP13 NCOA1 PDE6A PDGFRB PLXNA2 PMEPA1 POLR2A PON1 PTEN PTPRM RCL1 RGL2 RGS1 RGS16 RYBP SBNO1 SFRP4 SRSF11 SUGP2 SYT17 TAL1 TRMT6 WNT2 YTHDC2 ZBTB14 ZNF211 JAZAERI_BREAST_CANCER_BRCA1_VS_BRCA2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JAZAERI_BREAST_CANCER_BRCA1_VS_BRCA2_UP ACTR1A AFP AKT1 BAD CALU COPA CTNNBL1 CXCL5 DLGAP5 ELOB ENOX2 FDFT1 GART GCAT GNB2 GTPBP1 HARS1 IL17RA IL18R1 IL1B KDM5A LOX MAP2K3 MAPRE1 MNAT1 MPI MPV17L2 NAGA NCSTN NOC2L NT5DC2 PAF1 PAK2 PEF1 PISD PPP1CB PPP2R5A PPY2P RALY RBBP4 RNF167 RUNX1 SF3B4 SLC9A1 SPCS3 STRN3 TATDN2 TUFM UBAP2L JAZAG_TGFB1_SIGNALING_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JAZAG_TGFB1_SIGNALING_DN ABO ARID3B ATP2B2 C5 CCL27 CD244 CLCN7 CSDE1 CWC27 EEF1A1 FGF6 FLRT1 GHRL GLRX2 H2AC13 KCNMB1 LSR MYL11 NAA80 NAB2 OAZ3 P2RX6 PCF11 PCGF2 PLA1A PSMC3 RNH1 SAP18 SERPINF2 SIGMAR1 STOML2 SUFU TOP2A USP25 ZBTB14 JAZAG_TGFB1_SIGNALING_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JAZAG_TGFB1_SIGNALING_UP AASS ABCB8 ABCD1 ABHD2 ALDOC ATF5 ATP6V0A2 BAG5 BUD31 CAPN9 CASP3 CCDC85B CCL5 CCN6 CCNE1 CCNH CCPG1 CELF2 CHORDC1 CNIH1 CNPY3 CORIN CPSF4 CRABP2 CSF2RB DAP3 DNAAF11 DSCR4 DVL3 EBP EHMT2 EMILIN1 ERG28 ERLIN2 FARS2 FBXW10B FEZ2 FSCN2 GCM2 GFER GMEB1 GPR75 GSR GTF2H2 GTF3C4 HLA-A HSF2BP IL11 IL12A IL9 ILF3 INSL6 ITGB7 KCNQ4 KIF4A KLRA1P KPNA6 L1CAM LPCAT3 LSM5 MAP2K1 MED14 MRPS31 MT3 N6AMT1 NEU3 NRG1 NUDT21 NUP50 PDZK1IP1 PIGN PKIG PLP1 PMP22 PPP1R17 PRDX2 PRELID1 PTK7 PTPN22 PTPRH PWP1 RAPGEF3 RASAL2 RGS17 RNF24 SEC22A SEC23IP SLC12A7 SLC22A7 SLC35B1 SLC6A11 SPON2 SRCAP ST8SIA4 STRAP SUPT16H SYNGR4 TGM5 TIMELESS TIMM8B TINF2 TOPORS VPS4A WBP4 WIF1 YAF2 JAZAG_TGFB1_SIGNALING_VIA_SMAD4_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JAZAG_TGFB1_SIGNALING_VIA_SMAD4_DN ABCD1 ACKR1 AGPAT1 AIM2 BMP2 BYSL C5 CCL27 CCNE1 CD1A CDK17 CDK18 CLDN4 CLEC11A CNKSR1 CNOT9 CYB5A DRD2 FBXW10B FLT3LG GALR1 GUCY2F HRH2 HSPA4 ITGA6 ITGB7 JAG2 KCNMB1 LCP2 LIF LTA MAPK7 MFNG MST1 NEMF NID2 NRG1 PAK3 PDGFRB PHLDA1 PKLR PNOC POU2F2 PRODH PTCH1 PTK7 RASSF1 RBMX2 RBP4 RPL13A S100A1 SCAMP3 SF1 SH3BP2 SHISA5 SLC22A6 SNX10 SPI1 ST6GALNAC2 SYNGR2 TNFRSF10A TUBA1B UNC119 VAPB VIL1 JAZAG_TGFB1_SIGNALING_VIA_SMAD4_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JAZAG_TGFB1_SIGNALING_VIA_SMAD4_UP ACTB APH1A ARHGEF5 C1QB C5AR1 CAB39 CAMK2B CBX2 CBX5 CD27 CDH6 CDIPT CDK20 CELF2 CELSR3 CGA CNIH1 CNPY3 COG2 COPZ1 CRADD CYP1B1 DAXX DNAH2 EIF1 ENO1 EP300 ERCC5 FGF12 FKBP8 FXR2 GABRB1 GATA4 GLRX2 GPR37L1 GPR45 GRHPR HAS3 HCN4 HDAC4 HEBP1 HGF HMGA1 HS3ST3A1 IFI35 IGF2BP1 ITIH3 JPT1 KLK11 KRT38 LBX1 LHX2 LPAR2 LSP1 MBD1 MPDU1 MRPL4 MRPL48 MRPS31 MUC6 MYBL2 MYL11 MYO18A MYO1F NAMPT NOCT NOSIP NPRL2 NUP153 OR10H2 OSGIN1 PADI3 PAX9 PCGF2 PDZK1IP1 PEG3 PGRMC2 PILRA PKIG POP7 PPP1R17 PTMA PTPRC RAB4B RACK1 RAMP1 RFX4 SATB1 SEM1 SERTAD1 SLC23A1 SPINK5 SRCAP SRRM1 STK25 TOM1 TOM1L1 TP53 TP53I11 TPPP3 TSPOAP1 UBA2 UBIAD1 VCX WDR45 WIPI2 YWHAE JECHLINGER_EPITHELIAL_TO_MESENCHYMAL_TRANSITION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JECHLINGER_EPITHELIAL_TO_MESENCHYMAL_TRANSITION_DN ACTN4 AMD1 ARHGEF1 ATF3 ATP1A1 BCL6 BMP4 BTG2 CA2 CCN2 CDH1 CHKA CTNND1 CTSH CYP2F1 DUSP1 EGR1 EGR2 EPCAM F3 FBP2 FLNA FOS FZD8 GRB7 HMGA2 HMMR ID1 ID2 ID4 INMT IRF6 ITGB5 ITPR1 JUP KITLG KLF10 KLF2 KRT14 MYH9 NNT NR4A1 NRP1 NUMB PADI2 PC PKP1 PLK2 PRKCZ SAT1 SERPINB5 SGK1 STAT5A TGFB3 TGM2 THBS1 TIAM1 TIMP3 TSC22D1 VAMP8 ZFP36 ZNF239 JECHLINGER_EPITHELIAL_TO_MESENCHYMAL_TRANSITION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JECHLINGER_EPITHELIAL_TO_MESENCHYMAL_TRANSITION_UP ACKR3 ADA ADSS1 ASNS B2M BCL3 C4B CCK CD68 CDH15 CDH2 CFH COL3A1 COL6A1 COL6A2 CSN3 CTSZ CXCL6 CYP1B1 DAB2 DCN DDR2 FMO1 GALK1 GAS1 GBP4 HIF1A HTRA1 IFIT1B IFIT3 IFITM3 IL11 INHBA IRF7 ISG15 LAMB1 MMP12 MMP13 MMP2 MTHFD2 PCOLCE PDGFRA PDGFRB PHGDH PLA2G7 PMP22 PPIC PROCR PTGS1 PTPN22 RNASET2 RRAS S100A8 SDC1 SDC2 SERPINH1 SLC3A2 SLPI SNAI1 SPARC SRM STAT1 TNC TNXB UPP1 VIM VLDLR JEON_SMAD6_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JEON_SMAD6_TARGETS_DN BCKDHA CALCB CCNB2 CDH1 CENPA CTH DDC DDX39A DHCR7 DHFR EGFR ERBB3 IRS2 KIF11 KIF23 NOTCH3 TOP2A UBE2S USH1C JEON_SMAD6_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JEON_SMAD6_TARGETS_UP CSF1 CXCL8 DKK3 FAS FBN1 FILIP1L JUN KLRC2 LAMC2 MMP7 NRG1 PSMB8 PTX3 QSOX1 RFTN1 SERINC5 SERPINE1 SERPINH1 TGFB2 THBS1 TIMP2 TRIB1 TRIO UBD JEPSEN_SMRT_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JEPSEN_SMRT_TARGETS ABCA1 ADAT2 APOE ARL8B CGREF1 DCX DSCAM EGR1 ELAVL3 ESD HMGA1 HMOX1 IGF2R KDM6B LIMS2 METRN MGA NIF3L1 NTNG1 PDGFA PDLIM4 PPP1R1A PRDM15 RBP1 SPARC SPRY4 SRXN1 SYT12 TCF25 TIMP1 TNFRSF12A ZBTB5 ZNF449 JIANG_AGING_CEREBRAL_CORTEX_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JIANG_AGING_CEREBRAL_CORTEX_DN ACO2 ACTR3 AP2M1 APOE ARPP19 ATP1A1 ATP1B2 ATP6AP1 ATP6V1E1 CALM2 CCK CDK16 CPLX1 CS CSDE1 CSNK1A1 DAD1 DCTN1 DDX3X DNAJB11 DNM1 DYNC1H1 EEF1G EIF4G3 GABRA1 HSP90AB1 KCNMA1 MAG MGLL NCL NME1 NPTX1 NSF OAZ2 PFN1 PLD3 PPM1A PPP1CB PPP2CA PTGDS RAB14 RAB2A SEPTIN7 SKP1 SRSF5 SYT1 TIA1 TUBB3 TUBB4B JIANG_AGING_CEREBRAL_CORTEX_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JIANG_AGING_CEREBRAL_CORTEX_UP ACTB BCAP29 C1QBP CASP6 CCNG1 CDC5L COL6A2 DCK EGR2 EPHA7 FAH FKBP3 GADD45B GRIA2 H2AZ1 MARCKS MBL1P PAFAH1B1 PRDX1 PREP RASGRF1 RDX RPL5 RPS24 SCD SELENOP SLC25A4 SOS2 TIMP3 TPT1 TRA2B UBE2E1 VIM ZNF761 JIANG_AGING_HYPOTHALAMUS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JIANG_AGING_HYPOTHALAMUS_DN ACHE ACO2 AP2M1 APOE ATP1B2 ATP6AP1 ATP6V1E1 ATP9A CAMK2G CANX CPE CS DDB1 DHX30 DLG4 DNAJA2 DNM1 EPAS1 EPRS1 FSTL1 GDI1 GPX4 GRIA1 KIF5B MGAT2 PLD3 PRKACB PTGDS RAB18 SARS1 STIP1 SYT1 UBC VSNL1 VTI1B JIANG_AGING_HYPOTHALAMUS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JIANG_AGING_HYPOTHALAMUS_UP ACTB AKR1A1 ANP32B ATP5F1C ATP5IF1 ATP5MG ATP5MK ATP5PO B2M BTG3 C1QBP CASP6 CCT6A CLK1 COX7A2 CSF1R CTSS GAS5 HBA2 HBB HEXB HSD17B4 HSPE1 ITPR1 M6PR MAP2K1 MAP4 MT1A NDUFA1 NDUFB5 NDUFC1 PAFAH1B1 PPA1 PPP1R7 PRDX1 PREP PSMA4 PSMA6 PSMD14 RPL17 RPS12 SEPTIN4 SNX2 SOD1 SST TBCA THY1 TPD52 TPP1 JIANG_CORE_DUPLICON_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JIANG_CORE_DUPLICON_GENES CCDC127 DPY19L2P2 GOLGA8EP GUSBP14 LRRC37A2 NBPF11 NPIPA1 PMS2P5 RGPD5 SPATA31A7 TBC1D3C TRIM51 ZNF790 JIANG_HYPOXIA_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JIANG_HYPOXIA_CANCER ARPC3 ARPC5 ATP1B1 ATP6V1A AUP1 BET1L CDC25B CENPF COA3 COLGALT1 DHFR E4F1 EBPL EDN2 ERGIC1 FBXO17 FERMT2 FN1 GOT2 HAX1 HMG20B ISG15 IST1 ITGAE KIF4A LIN28B MANSC1 MCRIP1 MRPS34 MRTO4 NCAPG2 PDZK1 PER3 PGM1 PGM3 PLOD3 PPME1 PPT1 PRMT5 RALGDS RPL22 RPN2 SERP1 SH3BGRL3 SLA SLC12A1 SQOR SRSF9 SUCLG2 TGIF1 TGM2 TIMM21 TMEM51 UBE2I UBL7 UFM1 VAPB YIPF5 JIANG_HYPOXIA_NORMAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JIANG_HYPOXIA_NORMAL ADAR ADD3 AGPAT2 AK4 AKAP12 ALDOC AMH ANGPTL4 ANXA4 AP2B1 AP3M2 ARHGAP8 ARHGEF2 ARL1 ASPH ATF7IP ATP1B3 BLVRB BNIP3 BNIP3L C2orf49 CA12 CANX CAV1 CD2BP2 CD9 CDC34 CDC42 CDK8 CHPT1 CIDEB CITED2 CKB CORO1A CPD CPNE1 CSDE1 CTSL DCAF6 DDX19B DDX41 DHCR7 DPP4 DUSP1 EIF2S2 ENO2 ENOSF1 ENTREP1 FAM162A FASN FBXO8 FEZ1 GADD45B GAL3ST1 GM2A GNPDA1 GPATCH8 GPRC5A GRB10 GRSF1 GSTA1 GTPBP2 H3-3B HDHD5 HIF1A HILPDA HLA-A HLF HMOX1 HOOK2 HOXA4 HSPA5 IFNGR1 IGFBP3 IL9R IMMP2L IMP3 ITGB4 KCMF1 KCNMA1 KDM2B KHDRBS3 KPNA4 KPNB1 LAMC1 LARP6 LOX LRP1 LSR MAGT1 MAP1LC3A MAP2K6 MAPK7 MCL1 MDK MED10 MLF1 MSANTD3 MSMO1 MTCL1 MVK MYBL2 MYOD1 NARS1 NCL NDRG1 NDRG2 NEK6 NFKBIA NIT1 NMT1 NOL3 NT5E NUPR1 OBSL1 ORMDL1 OSER1 P4HA1 P4HB PDGFC PEA15 PEX26 PFDN1 PI4K2A PIM2 PJA2 PKD1 PLCD1 PLIN2 PLOD2 PPP1R11 PPP1R15A PPP1R3C PSMB10 PSMD6 PTPN12 PTPRU RAB20 RALGDS RBM12 RDH14 RER1 RFX3 RHBDD3 RIPK4 RNF114 RSL24D1 RYBP SAP30BP SCD SDCBP SERBP1 SERGEF SERPINE1 SERTAD2 SESN2 SGCE SIRPA SLC2A1 SLC30A1 SLC30A9 SLC35E1 SLC3A2 SNTA1 SNX10 SNX4 SNX9 SOD2 SOX12 SPATA20 SQLE SRRM2 STAMBP STAU1 STBD1 STC2 STOM STXBP2 SYT13 TCEA3 TFG TGM2 TLNRD1 TMEM30A TOMM20 TRNAU1AP TSC22D3 TSKU UBE2E1 UBE2O UGCG UGP2 UPP1 VAPB WAPL XPNPEP1 YPEL5 ZBTB47 ZFP36 ZNF395 JIANG_HYPOXIA_VIA_VHL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JIANG_HYPOXIA_VIA_VHL AIMP1 DGCR6L ENO2 EWSR1 GMFB LSM3 MRPS6 PECR POLD1 PPP2R5D RAB14 RPLP0 SCARB2 SLC3A2 SPATS2L TCEAL9 TES TRAPPC2L UACA JIANG_TIP30_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JIANG_TIP30_TARGETS_DN AKAP1 ARHGDIA ASS1 BLCAP CALR CBX4 CIDEB CLDN6 CTSD DHX38 F8A1 FGFR4 IGF2 LAD1 MAZ PCGF2 PEBP1 SEPTIN9 SIRPA SLC45A2 SRRM2 TLN1 TP53 ZYX JIANG_TIP30_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JIANG_TIP30_TARGETS_UP ANXA2 ARG2 AXL BCL6 C1GALT1 CALCRL CCN1 CD24 CDH2 CDK1 CHST6 DUSP1 EEF2 ENPP1 FYN HNMT IER3 IFITM2 IGFBP1 IGFBP3 IRS1 ITGA6 JAG1 LAMB1 MALT1 MMP3 MTAP NDC80 NDE1 NEDD9 NFIL3 OGA P4HA1 PPARGC1B PPP1R2 PSMC6 PTTG1 RAB1A RAD17 RAPGEF5 RGCC STAM2 STK26 TMSB10 VCAN WEE1 JIANG_VHL_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JIANG_VHL_TARGETS ABCB8 ACOT13 AIMP1 ARTN AZIN1 BCL7B BRIX1 C1D C1orf159 CANX CAPN1 CDK2 CFAP298 COTL1 CSE1L DGCR6L EIF3G ELANE ENO2 EWSR1 FAM53C FBH1 GFUS GMFB HDAC6 HILPDA IFT25 IKBKE INF2 IRF1 LAMP1 LRP1 LSM3 MKI67 MPHOSPH6 MRPL15 MRPS36 MRPS6 MT1L MTHFD1 MYG1 NFE2L1 NIPSNAP1 OXA1L PAQR3 PAQR4 PATZ1 PCNA PDGFRA PEA15 PECR PES1 PITRM1 PNKD POLD1 PPP2R5D PRKCH RAB11A RAB14 RANBP9 REX1BD RNF130 RPL26L1 RPLP0 RPS6KA1 SCARB2 SGSM3 SIRT6 SLC39A13 SLC3A2 SLC7A5 SPATS2L SPG21 STK24 TBC1D13 TCEAL9 TES TMEM222 TMEM50A TNFSF10 TNNC2 TRAPPC2L TRIP10 TROAP UACA VAPB VIRMA ZNF395 JINESH_BLEBBISHIELD_TO_IMMUNE_CELL_FUSION_PBSHMS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JINESH_BLEBBISHIELD_TO_IMMUNE_CELL_FUSION_PBSHMS_DN ABCA6 ABCA9 ACSL1 ACSS2 AFM AGR2 AIM2 AKAP7 AKR1B1 AKR1B10 AKR1C2 AKR1C3 AKR1C4 ALDH3B2 ALDH4A1 ALDOC AMACR ANG ANKRD10 ANKRD50 ANTXR1 ANTXR2 ANXA5 ANXA8 APOBEC3F APOBEC3G APOC1 APOL2 ARAP3 ARHGAP25 ARHGEF6 ASB9 ASCL2 ASS1 ATP5PF AUTS2 BCKDHA BCL11A BCL2 BHLHE40 BMP2 BRWD1 C14orf132 C15orf48 C17orf49 C17orf58 C2CD2 C3 C6orf141 C9orf152 CA12 CAB39L CADPS2 CAPS CASP1 CAT CCL20 CCNYL1 CCT8P1 CD69 CD74 CDC42EP4 CDC42EP5 CEBPA CEBPD CFB CFH CHPT1 CKB CLCA2 CLEC2B COL4A6 COLCA1 COP1 CP CPVL CRABP2 CRACDL CRYZ CSRP2 CSTA CSTB CTSC CUTA CXCL1 CXCL10 CXCL8 CXXC5 CYP3A5 CYP3A7 CYP4B1 CYP4F11 CYP4F12 DBI DDIT4 DEFB1 DEPP1 DEPTOR DHRS3 DHRS9 DPY30 DTX3L DUOX1 DYNLRB1 DYNLT2B DYRK1A EEPD1 EFS EGFL6 ELF5 ELP4 EPSTI1 ETS2 ETV5 FABP6 FAM110A FAM117B FAM162A FAM3B FAM83A FAT2 FBP1 FCGBP FCGRT FEZ1 FGFBP1 FHOD3 FLOT2 FNIP2 FOS FOXO3 FRAT2 FSCN1 FTH1P11 FTH1P8 FTL FXYD3 GALK2 GATD3 GCHFR GCNT2 GLDC GNPDA1 GPNMB GPR15LG GPRC5C GPX2 GRB14 GSDME GUCY1A1 HCAR2 HCAR3 HCLS1 HEY1 HLA-DMA HLA-DMB HLA-DRA HMGCS1 HMGCS2 HNMT HOXB2 HOXD1 HSD17B14 HSD17B2 ICAM2 IDI1 IER3 IFI16 IFI27 IFI35 IFI44 IFI44L IFI6 IFIT1 IFIT3 IFITM2 IFITM3 IFNGR2 IL1RN IL23A IL4I1 ILDR1 IMPA2 IMPDH1 INKA1 INSIG1 IRAG2 IRAK3 IRF9 IRX3 ISG15 ISG20 KBTBD11 KCNG1 KCNK1 KEL KIF18B KIT KLHDC8B KRT13 KYNU LAMP3 LANCL1 LCN2 LGMN LINC01091 LINC01116 LMO4 LPAR6 LRRC26 LSS LZTS2 MAFB MAL MAPK10 MBP MCTP1 MEMO1 MID1IP1 MLPH MMP10 MMP7 MRFAP1L1 MRPL47 MRPS24 MRPS6 MT1A MTFP1 MTX2 MX1 MX2 MYG1 MYL6B N6AMT1 NDRG1 NFIB NHERF1 NIPSNAP2 NLGN4X NLRP7 NMRK1 NPL NR1H3 NT5E NUCKS1 NUP88 OAS1 OAS2 OAS3 ONECUT2 OVOL2 PADI3 PAMR1 PARP3 PBDC1 PDCL3 PDE9A PEG10 PGD PGM1 PHGDH PIGP PIGR PIP PLA2G4F PLBD1 PLCB1 PLCG2 PLEKHF1 PLEKHS1 PLIN2 PLIN4 PLXDC2 PMAIP1 PMCH PMPCB POLE4 PPIAP80 PRDX2 PRKAG1 PRKCB PRSS8 PRXL2A PSMG1 PTMAP4 PTPRR PVALB RAB38 RAPGEFL1 RBM4B REPIN1 RGL1 RGS2 RHBDL3 RHOBTB2 RHOV RIN2 RNF144A RPL15P3 RPS4Y2 RPS6KA2 RPS6KA5 RTN4 S100A8 S100A9 SALL2 SBK1 SCNN1A SCPEP1 SDCBP2 SELENOP SERPINB8 SESN3 SETMAR SGCE SGK1 SGPP2 SH3BP1 SLC25A23 SLC26A6 SLC27A5 SLC2A1 SLC38A4 SLC7A8 SLCO3A1 SLPI SLX1B SMAD6 SMIM19 SNCAIP SOCS2 SOD2 SORD SPRR1A SPRY1 SPTSSA SRD5A2 SSBP2 STARD5 STAT1 STEAP1 SULT1A2 SULT1A3 SUMO3 SYBU SYT7 TBC1D4 TCEAL8 TENT5C TESK2 THAP11 THBD TMEM116 TMEM154 TMEM38B TMPRSS4 TNFAIP2 TNFSF10 TOB1 TOX-DT TP63 TSC22D1 TSKU TSPAN3 TTC3 UBE2L6 UCP2 UGDH UTP18 VAMP4 VAV3 VEGFA VPS41 VWF WARS2 WASHC3 WLS WNT5A XAF1 XDH YAE1 YBEY ZFP36L1 ZG16B ZIC2 ZNF320 ZNF365 JINESH_BLEBBISHIELD_TO_IMMUNE_CELL_FUSION_PBSHMS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JINESH_BLEBBISHIELD_TO_IMMUNE_CELL_FUSION_PBSHMS_UP A4GALT AAK1 ACKR2 ACKR3 ACTA2 ACTB ACTG2 ACTN1 ACTN4 ADAM23 ADAM9 ADCY6 ADGRF1 ADGRG6 ADM ADRB2 AEN AHNAK ALDH1A3 ALDH3A1 ANGPTL4 ANKRD1 ANXA2 ANXA3 APLP2 ARL14 ASAP1 ASPH ATOH8 ATP11B ATP1A1 ATP2A2 ATP6V1E1 BASP1 BAX BCAS1 BCL2L1 BCYRN1 BICC1 BID BLCAP BRD1 BSG C12orf76 C15orf39 C19orf33 C1QTNF6 CA2 CABLES1 CAPRIN2 CAV1 CAV2 CAVIN1 CCDC14 CCN1 CD151 CD59 CDC42EP3 CDH2 CENATAC CHKA CHKB CITED2 CLIC3 CLIP1 CLPTM1L CLTB CMKLR2 CNIH1 CNN2 COL5A2 COMT COPG2 CORO1C COTL1 CPA4 CRCT1 CRIM1 CRKL CRYBB2 CST4 CTNNB1 CTSZ CTTN CTXN1 CUL9 CYB5R1 CYFIP2 CYP2S1 DACH2 DBN1 DCP2 DGCR2 DGCR8 DIAPH1 DKK1 DKK3 DLC1 DMWD DSG2 DUSP10 DUSP4 DUXAP10 DYNC1H1 EEF1A2 EFEMP1 EGFR EGLN3 EGR1 ELOVL1 EMX2 ENDOD1 ENTPD3 EPAS1 EPB41L3 EPHA2 EPPK1 ERRFI1 ESS2 ETFB F2R FAM107B FAM13A FAM234B FAT1 FBLN1 FBXO22 FBXO32 FGD3 FHL2 FLNB FLRT3 FPR3 FRMD3 FYN GABBR1 GADD45A GADD45B GALNT1 GBP1 GHR GJB2 GJB6 GNAQ GPRC5A GSN GTF2I H2AC18 H2AC6 H2BC11 H2BC12L H2BC5 HEBP1 HIC2 HK2 HLA-A HMOX1 HOXC13 HS6ST2 HSP90AA1 HSPA4L HSPA8 HSPB8 ICA1 IGF2BP2 IGF2BP3 IGFBP5 IKBIP IL1A INIP INPP4B INPP5D INSIG2 ITGAV ITGB1 JUN JUP KCNN4 KDM6A KIAA1549L KIAA1671 KIF1C KIFC2 KITLG KLF6 KRT16 KRT17 KRT17P3 KRT18P55 KRT7 KRT80 LAMA5 LARP4B LHFPL2 LHFPL6 LIMCH1 LMF2 LRP5L LZTR1 MACF1 MACROH2A1 MAN2A1 MAPK1 MAPT MATN2 MBOAT7 MCM8 MED15 MICAL2 MIR503HG MPRIP MRPL40 MSI2 MSX2 MYADM MYH9 MYLK NABP1 NAV2 NETO1 NFE2L3 NIN NLRP8 NR2F2 NRBP2 NUAK1 OLR1 OSBPL1A OXR1 PALLD PAM PATJ PBX4 PCDH7 PDLIM5 PDPK1 PI4KA PI4KAP2 PIEZO1 PISD PLA2G2A PLAAT3 PLAC8 PLCD3 PLIN5 PLOD2 PLS3 PLSCR3 PLXNA1 PLXNA3 PLXNB2 PMEPA1 PODXL PPL PPM1F PPP2CB PPP6R2 PRAG1 PRDX6 PROK2 PRPF4B PRRG1 PRSS23 PTCHD1 QSOX1 RAC1 RANBP1 RHBDF1 RHOBTB3 RHOC RP2 RPL29 RPL7A RRAS2 RRM2B RSRP1 RTL10 S100A10 S1PR3 SASH1 SBF1 SCN9A SDF2L1 SELENOT SEPTIN3 SERINC1 SERPINH1 SLC10A3 SLC12A2 SLC12A4 SLC16A7 SLC20A1 SLC20A2 SLC35G1 SLC4A11 SLC7A2 SLC9A2 SLC9A7 SLIT3 SMAD3 SMAGP SMYD2 SNAP29 SNRPD3 SNX31 SPAG9 SPATA18 SPINK1 SPINT1 SPOCK1 SPTBN1 SPTSSB SRPX SRSF5 ST3GAL4 SULT2A1 SVIL SYT9 SYTL2 SYTL4 TACC1 TAGLN TANC1 TANGO2 TERF1 TGFA THBS1 TIGAR TIGD2 TIMP2 TIMP3 TM7SF3 TMBIM1 TMEM191A TMEM45B TMEM64 TNFRSF10B TNFRSF12A TNFRSF19 TOP3B TOR3A TPM1 TRAK1 TRIAP1 TRIM22 TRIM6 TRIO TSC22D2 TSPAN6 TUBB3 TUBB6 TUBGCP6 TXNDC11 TYMS TYMSOS UBE2E1 UBE2E2 UGGT2 UPK1A UPK1B UPK2 UPK3A USB1 VAPA VCL VKORC1 VMP1 VPS13A WDR1 WWC1 XPC XYLT1 YDJC ZBED4 ZDHHC8 ZFP36L2 ZMAT3 ZNF175 ZNF219 ZNF74 ZNF823 ZYX JINESH_BLEBBISHIELD_TRANSFORMED_STEM_CELL_SPHERES_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JINESH_BLEBBISHIELD_TRANSFORMED_STEM_CELL_SPHERES_DN ABCA7 ACOT2 ADM AIRE AKAP7 ALB ALPP ANKRD11 ANKRD11P2 ANKRD20A1 ANKRD20A11P ANKRD30B ANKRD44 AOC4P ARL16 ATF3 ATF4 ATP2B1-AS1 AVPI1 BCAR3 BCYRN1 BEGAIN BHLHE40 BIRC3 BLOC1S6 BLZF1 BRICD5 C2orf88 CARS1 CASZ1 CATSPER2 CBX4 CCBE1 CCDC137 CCDC86 CCN1 CD68 CDK5RAP2 CDKN1A CDKN2AIPNL CEL CEP19 CEP85L CFAP74 CHAC1 CHKA CHRNA5 CHST3 CHTF18 CKAP2L CLASRP CLDN1 CMKLR2 COA8 CPT1B CRCP CREB1 CSF2RA CSRNP1 CUL9 CXCL8 CYFIP2 DCLRE1C DDIT3 DDIT4 DDX51 DENR DEPTOR DHCR7 DLGAP5 DMC1 DPP7 DTWD2 DUSP1 EGR1 EID2B EIF2AK4 ENSG00000261335 ERAP2 ERN1 EVI5 EXO5 FAM181B FAM72C FCAR FCGR3A FGD3 FGFR3 FKBP14 FMC1 FOS FOSB FRMD6-AS2 FUT6 GADD45B GLUL GPT2 GRB14 GRIPAP1 GSE1 H2AC17 H2AC6 H2AC8 H2BC3 H2BC8 H3-7 H3C1 H3C14 H3C7 H4C1 H4C12 H4C2 HAUS2 HMGCS1 HNMT HNRNPU HSD17B7 HSPA8 HYKK ICA1 ID1 ID2 ID3 IFRD1 IL10 IL17RD IL1A INPP5D INPPL1 ITPK1-AS1 JHY JMJD7-PLA2G4B JUNB KCNH6 KCNMB4 KIAA0408 KITLG KNTC1 KREMEN2 LDLR LEP LILRB1 LIME1 LINC00243 LINC01720 LMOD3 LRRFIP1 MAFF MAPK8IP3 MBD4 MBTD1 MCM8 MCMDC2 METTL21A MIB2 MINDY1 MORC2 MRPL27 MTHFD2 MYO3B MYRFL N4BP2 NDUFAF7 NISCH NLRP8 NOP56 NPIPB11 NPIPB12 NPIPB13 NPIPB15 NPIPB3 NRDE2 NUBPL NUDT1 NUTM2E OCIAD1 PCDHB9 PDE4C PER2 PHAX PIDD1 PIK3R3 PILRB PIP4K2B PLA2G2D PLEKHS1 PLIN5 PLXNB1 PMAIP1 PNPT1 POFUT1 PPA2 PPM1K PPP1R15A PPP1R3C PRRG4 PTGR2 PTP4A2 PVALB RASSF6 RAX2 RBM15 RBM3 RECQL4 RGS12 RGS2 RHBDL2 RHOT2 RN7SK RNF144B RNF213 RNU11 RNU12-2P RNU6ATAC RPL10L RPPH1 RPS13 RPS3 S100A4 SALL4 SBF1 SC5D SCARNA9 SEMA3E SERF2 SESN2 SESN3 SHCBP1 SHROOM4 SLC35E1 SLC44A4 SLC4A5 SLC5A8 SNAPC1 SNORD13 SNORD25 SNORD55 SOX9 SPC24 SPDYE1 SPDYE6 SPIRE1 SPTLC1 SREBF1 SSTR2 ST3GAL5 STC2 STK40 SULT1A1 SULT1A2 SULT1A3 TACC3 TAF13 TBC1D32 TDG TDP1 TDRD1 TMEM107 TMEM17 TNFSF14 TNFSF15 TRIB3 TRIM13 TRMT1 TRPM6 TRPV6 TSC22D3 TUBGCP6 UGP2 UPF2 USP49 VARS2 VEGFC VPS41 WDR74 WFIKKN1 WHAMM XRCC2 XYLT1 YRDC YTHDC1 ZMAT3 ZNF114 ZNF14 ZNF219 ZNF223 ZNF394 ZNF483 ZNF486 ZNF503 ZNF549 ZNF557 ZNF577 ZNF652 ZNF669 ZNF682 ZNF69 ZNF750 ZNF786 ZNF880 JINESH_BLEBBISHIELD_TRANSFORMED_STEM_CELL_SPHERES_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JINESH_BLEBBISHIELD_TRANSFORMED_STEM_CELL_SPHERES_UP AADAC ABCC5 ABHD2 ABHD3 ABLIM1 ACOT4 ADGRF1 AGPAT2 AGR3 AHNAK AKR1B10 AKR1B15 AKR1C4 ALDH1A1 ALDH1A3 ALDH3A1 ALDH3A2 ALDH3B2 ANKRD10 ANXA1 ANXA10 ANXA2 ANXA8 AP1S2 APOBEC3B APOL2 ARL14 ASS1 ATP2A2 AZIN1 B4GALT4 BABAM2 BEX2 C17orf58 CABLES1 CABYR CACNA2D3 CBR3 CCDC28A CCPG1 CD44 CEACAM6 CEMIP CHMP1B CIRBP CRIP2 CTSB CTXN1 CYP1A2 CYP1B1 CYP3A5 CYP4F11 DEFB1 DHRS9 DPYSL2 EEIG1 EFHD2 EGLN3 EMP1 F2RL1 FBXO32 FEZ1 FSCN1 FTH1 FTL FYB1 GCLC GK GLS GPAT3 GSDME HAS3 HMGCS2 HMOX1 HSPA1A HSPA1B HSPA8 ICA1 IFNGR2 IGFBP3 IL7R JAK1 KLF13 KLF6 KLHL5 KRT23 KYNU LAMB3 LAMC2 LAMP3 LCN2 LXN LYPD3 MALL MFSD1 MLPH MMP7 MORF4L2 MT1A MT1X MX1 NDRG4 NIBAN1 NQO1 NSD3 OAS1 ODC1 OLR1 PANX2 PARP4 PCDH7 PGD PGM3 PIM1 PIR PLEC PLPP3 PPP1CB PRSS1 PTGES PTGR1 RAB22A RAB27B RAP1GAP RASL11B RGCC RNF141 RNF145 S100A9 SAMD9 SDCBP2 SERPINB8 SERPINE1 SHISA2 SLC14A1 SLC16A5 SLC23A3 SLC2A10 SLC40A1 SLC7A11 SLC7A2 SMAD3 SMIM14 SOD2 SPOCD1 SPP1 SPRR1A SPRR3 SPTSSA SRSF7 SRXN1 ST3GAL1 TGIF1 THBS1 TMEM106B TMEM163 TNFRSF21 TRIM31 TXN TXNIP TXNRD1 UBE2Q2 UGDH UGT1A7 WARS1 WDR55 WIPI2 WNT5A ZBTB7C ZG16B JINESH_BLEBBISHIELD_VS_LIVE_CONTROL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JINESH_BLEBBISHIELD_VS_LIVE_CONTROL_DN ACOT4 ACY1 ADAMTS1 AIM2 ALDH7A1 AMOT ANTXR1 ANXA2 ANXA2P1 ANXA8 AP1S1 APH1B ARHGEF10 ARL14 ARMC10P1 ASS1 ATP1B1 BCL2 BICC1 BID BPGM C15orf48 C17orf49 C1RL C1orf116 C1orf53 C3 C3orf14 CA12 CALD1 CAMK1D CASP1 CASP4 CAT CCL20 CCNB1 CD44 CD69 CD74 CDKN2C CFAP68 CFB CFH CHMP2B CHMP3 CIRBP CLDN23 COMMD3 COPG2 CRTAP CSRP2 CTNNB1 CTSB CTSE CTXN1 CXCL1 CXCL10 DCP2 DENND11 DHX9 DLL1 DPYSL3 DTX3L DUSP23 ECHDC2 EDN1 EEF2 EGFL6 EIF4B ENSA ENTPD3 EPSTI1 F11R FAM210B FCGBP FERMT1 FEZ1 GABBR1 GBP2 GBP4 GLMP GNG12 GPHN GPR15LG GSDME GTF2IP4 GTF2IRD2 HARS2 HAS3 HCLS1 HERC5 HLA-A HLA-B HLA-DRA HMGCS2 HMMR HNMT HNRNPA1P10 HNRNPA1P12 HNRNPA1P33 HNRNPA1P4 HNRNPA1P52 HNRNPA1P58 HNRNPA1P63 HNRNPA1P7 HNRNPA3 HOXD1 HPRT1 HSD17B2 IFI27 IFI35 IFI44 IFI44L IFI6 IFIT1 IFIT2 IFIT3 IFITM2 IFITM3 IFNGR2 IGF1R IKBKE IL23A IL32 ILF3 IMMP2L INKA1 IPO7 IRAK2 IRF9 ITGAV KCNS3 KIF20A KIFAP3 KIT KLF6 KRT16 KRT17 KRT17P3 KYNU LAMC2 LCN2 LDOC1 LGALS8 LGMN LIPG LPAR6 LRMDA LTB LYN LYPLAL1 MALL MARCKSL1 MARK1 MGST3 MMP10 MMP7 MPZL2 MST1R MX1 MX2 MYO1D NFE2L3 NLRP7 NMRAL1 NNT NSA2 NT5E NUAK1 NUS1 OAS1 OAS2 OASL PAM PARM1 PARP3 PARP4 PDPN PFN2 PHF11 PIGM PLAAT4 PLLP PLP2 PMCH PMPCB PNMA2 PODXL PON2 PRSS8 PSMB4 PSTPIP2 PTGES PTTG1 PTTG3P PYCARD PYGL QPCT RAB27B RAB32 RAB34 RARRES1 RBBP8 RBM3 REG4 REPIN1 RGS10 RHOBTB2 RIN2 RPL10P3 RPL12P38 RPL13A RPL14 RPL15 RPL15P3 RPL22 RPL22L1 RPL23A RPL4P5 RPS27P10 RPS29 RPS7 RPS9 S100A8 S100A9 S1PR5 SALL2 SAMD9 SAT1 SERPINB1 SERPINB8 SERTAD4 SETMAR SHTN1 SLC16A5 SLC4A4 SLC66A3 SLC7A2 SMAD6 SMARCC1 SMYD3 SNAI2 SNCAIP SOCS2 SOD2 SORL1 SP110 SPINK1 SPRR1A SPRR3 SQOR SRI SRPK2 SRSF7 SSR2 STAP2 STARD5 SUB1 SYPL1 SYT7 TAGLN TAGLN2 TCEAL8 TFB2M TGFBR2 TIMP1 TLE5 TMBIM4 TMEM158 TMSB10 TMTC4 TOMM20 TP63 TPK1 TRNT1 TSPAN3 TXNIP UBA7 UBAP2L UBE2L6 UGT1A10 UGT1A7 VGLL4 VPS36 VSIG2 WDR55 WLS XAF1 ZC3H12A JINESH_BLEBBISHIELD_VS_LIVE_CONTROL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JINESH_BLEBBISHIELD_VS_LIVE_CONTROL_UP AADAC AAK1 ABCA7 ACOT2 AEN AFDN AIRE AKR1C2 AKR1D1 ALB ALDH1A1 ALPP ANKRD11 ANKRD11P2 ANKRD20A1 ANKRD20A11P ANKRD30B ANKRD44 AOC4P ARL16 ARL4A ASNS ATF4 ATP2B1-AS1 ATP5IF1 AVPI1 BCYRN1 BEGAIN BIRC3 BLOC1S6 BLZF1 BRI3BP BRICD5 CARS1 CATSPER2 CBS CBX4 CCBE1 CCDC137 CCDC144A CCN1 CD68 CDAN1 CDK10 CDK11B CDKN1A CDKN2AIPNL CEBPG CEL CEP19 CEP85L CFAP74 CHRNA5 CHTF18 CMKLR2 COA8 COASY COL24A1 COL7A1 CPT1B CRCP CREB1 CSF2RA CSRNP1 CTSV CUL9 CYFIP2 CYP2S1 DAPP1 DCAF11 DCLRE1C DDB2 DDIT3 DDIT4 DDX51 DDX56 DENND2D DENR DEPP1 DEPTOR DHRS9 DMC1 DOP1B DTWD2 DUSP1 EGR1 EID2B EIF2AK4 ENSG00000261335 EPAS1 EPDR1 ERAP2 ERCC6L2-AS1 EXO5 FCAR FCGR3A FER1L4 FGD3 FKBP14 FKTN FMC1 FOS FOSB FOXC1 FRMD6-AS2 FRY FUT6 GABPB2 GADD45A GALNT3 GAS6 GCLM GDF15 GDPD1 GJC1 GLS2 GLUL GPT2 GRB14 GRIN2C GRIPAP1 GSDMB GSK3B H1-0 H2AC17 H2AC6 H2AC8 H2BC3 H2BC5 H2BC8 H3-7 H3C1 H3C10 H3C14 H3C4 H3C7 H4C1 H4C12 H4C2 H4C5 HAUS2 HERC2 HMOX1 HNMT HNRNPU HOXB6 HROB HSCB HSD17B7 HSPA8 HYKK ICA1 ID2 IER5L IFRD1 IGF2R IGFL2-AS1 IKBIP IL10 IL17RD IL18 INIP INKA2 INPP5D INPPL1 INTS1 ITPK1-AS1 JHY JMJD7-PLA2G4B KCNH6 KCNMB4 KIAA0408 KIFC2 KITLG KLF4 KNTC1 KREMEN2 KRT13 KRT20 LEP LILRB1 LILRB3 LIME1 LIN52 LINC00243 LINC01720 LMOD3 LONP1 LRRFIP1 LXN MAF MAFF MAMDC4 MAPK8IP3 MARS1 MBD4 MBTD1 MC1R MCF2L-AS1 MCM8 MCMDC2 MDM2 ME3 METTL21A MIB2 MINDY1 MORC2 MRM2 MRPL27 MUC20 MYO3B MYRFL N4BP2 NADSYN1 NDUFAF7 NLRP8 NOP56 NOTCH1 NPIPB11 NPIPB12 NPIPB13 NPIPB15 NPIPB3 NRDE2 NUBPL NUDT1 NUP50 NUPR1 NUTM2E NXF1 OCIAD1 PATE2 PCDHB9 PCED1B PDE4C PGF PHAX PIDD1 PILRB PIP4K2B PLA2G2D PLD1 PLIN5 PNPT1 POFUT1 POMT1 PPA2 PPM1D PPM1K PRRG4 PSAT1 PTGR2 PTP4A2 RAD51C RASIP1 RAX2 RBM14 RBM15 RBM3 RECQL4 RGS12 RGS16 RHBDL2 RHOT2 RN7SK RNF213 RNU11 RNU12-2P RNU6ATAC RPL10L RPL13A RPL4 RPPH1 RPS13 RPS3 RRM2B RTTN S100A14 S100A4 SAC3D1 SALL4 SARS1 SBF1 SCIN SCRIB SEMA3E SERF2 SERTAD1 SESN2 SHCBP1 SHROOM4 SLC26A11 SLC35E1 SLC3A2 SLC44A4 SLC4A5 SLC5A8 SLC7A5 SNAPC1 SNORD13 SNORD25 SNORD55 SOX9 SPDYE1 SPDYE10 SPDYE6 SPP1 SPTLC1 SSTR2 STC2 SULT1A1 SULT1A2 SULT1A3 SULT2A1 TAF13 TBC1D32 TBC1D3K TBCD TCAF1 TDG TDP1 TDRD1 TENT5A TIGAR TIMP3 TMEM107 TMEM17 TMEM184A TNFSF14 TNFSF15 TNK2 TRIAP1 TRIB3 TRIM13 TRMT1 TRPM6 TSC22D3 TSKU TSSC4 TUBGCP6 TYMS TYMSOS UGP2 UPF2 USP49 VARS2 VPS41 VWF WDR20 WDR74 WFIKKN1 XPNPEP3 XRCC2 XYLT1 YJU2B YRDC YTHDC1 ZMAT3 ZMYND15 ZNF14 ZNF223 ZNF296 ZNF394 ZNF430 ZNF483 ZNF486 ZNF526 ZNF549 ZNF577 ZNF587 ZNF652 ZNF669 ZNF682 ZNF69 ZNF750 ZNF786 ZNF880 ZNF93 JISON_SICKLE_CELL_DISEASE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JISON_SICKLE_CELL_DISEASE_DN AMY1A ANP32B AP1G2 ARHGEF18 ARHGEF7 ASB9 ATM ATP6V0E2 ATRX ATXN2L B4GAT1 BBIP1 BCLAF1 BRD1 BTF3 BTG1 CCR7 CCSER2 CDK10 CDX2 CELSR3 CEP68 CIRBP COBLL1 COX11 COX6C CSNK1E CXCR4 DDX5 DGKA DUSP2 DYRK2 EEF1A1 EEF1B2 EEF1G EEF2 EEIG1 EIF3D EIF3E EIF3F EIF3H EIF3K EIF4A1 EIF4A2 EIF4B ERCC3 ERCC5 ESR1 FAM153A FAM168B FAN1 FBL FGF9 FNBP4 FOXJ3 FYN GANAB GLS GPATCH8 GPR183 GPX3 HERC2P9 HLCS HNRNPDL HNRNPH1 HSPA8 IMPDH2 IPCEF1 ITGAD ITPKB ITPR3 JAK1 KLF9 KLRK1 LINC01278 LPAR2 MAPK8IP1 MCF2L METTL18 MICA MID2 MMP3 MSH2 MSL1 MSMB MYOM2 MZF1 NACA NAP1L1 NELL2 NONO NPM1 NSUN5P1 OGT OTUD3 OTUD4 PABPC4 PDE3B PFN2 PKP3 PMM1 PNMT POLG POLR2H PRICKLE3 PRRC2C PTMA PTPRM RAP1GAP2 RASGRP2 RBBP6 RBL2 RFC4 RNF126 RNF44 RPL10A RPL11 RPL13 RPL13A RPL14 RPL17 RPL19 RPL21 RPL22 RPL23A RPL24 RPL30 RPL37 RPL4 RPL41 RPL5 RPL6 RPL7 RPL9P7 RPLP0 RPLP1 RPS13 RPS20 RPS24 RPS27A RPS28 RPS6 RPS7 RUNX3 SAFB2 SAP25 SARAF SATB1 SET SETD2 SFPQ SLC25A6 SLC4A7 SMC5 SNRNP200 SNRNP70 SPECC1L SRP19 SRRT SRSF2 SRSF5 SRSF6 SRSF8 SUGP2 TBC1D4 TCF3 TGFB1 TLE5 TMC6 TMED10 TOMM7 TOP2B TRAF3IP3 TRAF5 TRIM32 TSC22D3 TUT4 TXNIP UNG USP9X VPS13A VPS52 ZNF211 ZNF354A ZNF384 ZNF710-AS1 JISON_SICKLE_CELL_DISEASE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JISON_SICKLE_CELL_DISEASE_UP ABLIM3 ADM AKR1A1 ANXA2 ANXA3 ATF3 ATOX1 ATP1B1 ATP6V0A1 ATP6V1D AXL AZU1 BLOC1S1 BLVRA BLVRB BNIP3L BST2 C6orf120 CALCOCO2 CALR CASP7 CCR2 CCRL2 CD151 CD9 CDKN1A CDS2 CEBPE CHP2 CLIC1 CLIC2 CLIC4 COX17 CPLX2 CRADD CTSA CTSG CTSL CUL1 CXCL10 DDIT3 DESI1 DOK1 DYNLT1 EIF4A3 ELANE EMP3 EPHB2 F13A1 FCGR1A FN1 GADD45A GADD45B GAS2L1 GBP1 GBP2 GM2A GNG11 GNG5 GNPDA1 GSTO1 GTF2B GUCY1B1 H1-0 H2AC18 HBA1 HBB HLA-A HMOX1 HTATIP2 IFI30 IFI35 IFI44 IFIT1 IFIT2 IFIT3 IGF2BP3 IL15 INTS4 IQCE ITGA2B ITGB3 ITGB5 JAK2 KYNU LAMP2 LEPROT LHFPL2 LILRA2 LIPA LMNB1 LY6E LYL1 MARCO MICB MITF MKNK1 MPO MPP1 MX1 MYL9 NAB1 NDUFAF3 NDUFB7 NDUFS2 NEK4 NFE2 NFKBIE NGFR NNAT NOTCH3 NREP NUCB1 OASL P2RX4 P4HB PCK2 PLEK PLIN3 PPP2CB PRDX1 PRDX4 PSMA3 PSMB2 PSMB8 PSMB9 PSME2 PTCRA PTK2 PTPRO RAB13 RENBP RGL1 RHEBP1 RHOA RHOBTB1 RIT1 RNASE2 RNF24 RRP7A RSAD2 RSU1 SELP SERPING1 SLC22A4 SLC2A3 SLC36A1 SMOX SNN SPTLC2 SQLE ST3GAL5 STAT1 STX7 TALDO1 TAP1 TCN2 TCTA TDRD7 TFEC TIMM17A TIMP1 TMED1 TP53I11 TPM1 TRIP6 TUBB2A TXN TXNRD1 TYMP UBE2L3 UBE2L6 UBE3C VAMP5 VAMP8 VRK2 VSIG4 WSB2 XK YWHAH ZMPSTE24 ZNF267 JI_CARCINOGENESIS_BY_KRAS_AND_STK11_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JI_CARCINOGENESIS_BY_KRAS_AND_STK11_DN C2 CXCL13 DCN FGFR1 FN1 ITGBL1 LOXL1 LOXL3 LUM MMP2 NCAM1 NEDD9 PDGFRB THBS2 TIMP1 VEGFC WNT2 JI_CARCINOGENESIS_BY_KRAS_AND_STK11_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JI_CARCINOGENESIS_BY_KRAS_AND_STK11_UP ADAM8 BNC1 COL17A1 GPR87 KRT5 KRT6A LYPD3 PKP1 PPBP TFAP2A TIAM1 TP63 JI_METASTASIS_REPRESSED_BY_STK11 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JI_METASTASIS_REPRESSED_BY_STK11 AREG BDKRB2 CD24 CEACAM6 CNTN1 CYP1B1 DUSP4 EPAS1 F2RL1 FGB GDF15 GLRX ID4 ITGB5 LGSN LTBP1 MAP7 MTUS1 NEDD9 NPTX1 PBX1 PON3 SIM2 SLC45A4 TENT2 TNS4 JI_RESPONSE_TO_FSH_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JI_RESPONSE_TO_FSH_DN ADD1 ARF6 ARHGAP5 ASPH ATP5F1A BRCA1 CALR CCNF CDK8 CYB5B DDX3X DUSP1 EIF2S3 EMP1 FGF2 FGF5 FN1 GDI2 GNA13 GNS GPR176 ITGA6 JAK1 KIF5B MAGI2 MAP2K1 MAT2A MED6 OSMR PACSIN2 PAK2 PANK3 PITPNB PLEC PRPF4B PRPS1 RAB6A RAF1 RANBP9 RB1 RRM2 SERBP1 SERPINE1 SNAP23 TFDP1 TOP1 TOP2A TOP2B UBA52 UBE2G1 VCAN YWHAZ ZMYND11 JI_RESPONSE_TO_FSH_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JI_RESPONSE_TO_FSH_UP ACADS AKR1C3 ANK3 ATP5ME AXL BFSP1 BRD3 BTN3A1 C1R CASP1 CASP6 CBR1 CCNG2 CFHR1 CLU COL16A1 COL3A1 CPT1B CRYBG1 CTNNB1 CTTN CYP51A1 DPYSL3 EBP ERG28 FADS1 FADS2 FASN FCGRT FDFT1 FDPS GOSR1 H2AC18 H4C3 HMGCR HNRNPDL IDI1 IFI35 IFITM1 IL10RB ISG15 KAT8 LAMA4 ME3 MEIS1 MVD NAB1 NT5C2 PAF1 PDCD4 PIR PLAAT4 PLXNC1 PPL PSMB4 PSMB9 RBP1 SEPTIN6 SLC16A4 SLC4A3 SPOP SQLE SRSF6 TM7SF2 TNPO1 TRAPPC6A XPC ZNF148 JOHANSSON_BRAIN_CANCER_EARLY_VS_LATE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JOHANSSON_BRAIN_CANCER_EARLY_VS_LATE_DN ACOT7 ACSBG1 ALDOC ATP1B1 ATP2A2 C3 CALM1 CALY CAMK2G CHN1 CLSTN1 CLU CRYAB CSDC2 CST3 CTSD DCN GHITM GJA1 GNAS GRINA GSTM1 HDAC11 IGFBP4 IGFBP5 ITM2B LRP1 MAT2B MMD2 NCDN NDN NDRG1 NDRG2 NSF PFKM PLA2G7 PLEKHB2 PYGB QDPR SELENOP SPARC SPARCL1 TEF JOHANSSON_BRAIN_CANCER_EARLY_VS_LATE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JOHANSSON_BRAIN_CANCER_EARLY_VS_LATE_UP ADM DNAH5 FOS RACGAP1 RRM2 TACC3 USP29 JOHANSSON_GLIOMAGENESIS_BY_PDGFB_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JOHANSSON_GLIOMAGENESIS_BY_PDGFB_DN ACOT7 ARPP19 CACNB3 CALY CHMP3 CHN1 CTNND1 FAM131A FGFR2 HBA2 KCNH3 KIFC2 MAT2B NEFL PPP1R1B PPP3CA PRKCZ RPH3A SLC30A3 SYNGR3 TYRO3 WIPF3 JOHANSSON_GLIOMAGENESIS_BY_PDGFB_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JOHANSSON_GLIOMAGENESIS_BY_PDGFB_UP B2M C1orf159 CCND1 CCND2 CD63 CD9 CDC20 CDC42SE1 CDK1 CDK4 CHST11 DBI DYNLT1 EEF1A1 EPN2 FN1 FOS FRMD8 FTL HLA-DRB5 HMGB2 HMOX1 HNRNPA1L2 HSPA14 KLF6 LGALS1 MARCKS MARCKSL1 MCAM MCM2 MCM3 MKI67 NIN OST4 PBK PCNA PDGFRA PLK1 PPFIBP1 PPP1R14B PPP1R18 REV3L RNF213 RPLP0 RPS27L RRM2 SDC3 SERPINE2 SPP1 STAT3 SULF2 TAGLN2 TMEM176B TOP2A TPM1 TPM4 YBX1 JOHNSTONE_PARVB_TARGETS_1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JOHNSTONE_PARVB_TARGETS_1_DN ACOT13 ADH5 AOPEP APCDD1L ATP10D BICC1 C5orf24 CDKN2AIP COL6A3 CTSB DCAF16 DMXL1 DNAJB14 DSE ETV1 FAT1 FUS GPAT3 GPX8 H2AC6 HSPA1A HSPA1B INSIG1 ITGB8 KHDRBS3 KIAA0232 LIFR LIMCH1 LNPEP MCTP1 MED31 MYO10 NAA15 NPIPB13 NPIPB4 PHACTR2 PPP2R5C PPP3CA PTGER4 PTN QKI RAB28 RBMS1 RBPJ RELL1 SCOC SEC24D SEPTIN11 SHC3 SLC12A2 SLC16A7 SLC25A37 SRSF3 STC1 STEAP1 TALAM1 TMEM106B TNC UBA6 UBE2K UVSSA WDFY3 ZC2HC1A ZRSR2 JOHNSTONE_PARVB_TARGETS_1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JOHNSTONE_PARVB_TARGETS_1_UP ADAMTS15 CST6 GAS5 KRT7 PARVB PEA15 SERPINE1 JOHNSTONE_PARVB_TARGETS_2_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JOHNSTONE_PARVB_TARGETS_2_DN ABCC10 ADM ADO AGFG1 AGTPBP1 AHRR AK2 AKIRIN1 ALCAM ANGPT1 ANKRD13C ARHGEF10 ARL5A ARPP19 ARRDC3 ASPH ATF1 ATP11B ATP2C1 ATP5IF1 ATP5ME AXIN2 B3GALNT1 B3GNT5 BACE2 BICRAL BLOC1S5 BPNT2 BTC C1GALT1 C1orf109 C1orf112 C6orf62 C8orf33 CAMK2D CAP2 CASP1 CASP3 CBX5 CCDC126 CCN2 CDC5L CDK13 CDK6 CDYL CENPQ CHASERR CHML CILK1 CLIC4 CNIH1 COLGALT1 COMMD5 CPE CPNE8 CREM CRYZ CSNK1A1 CST7 CTBP2 CUL5 CUTA CYB5A CYC1 DACH1 DCP2 DCUN1D1 DCUN1D4 DDAH2 DEF6 DERA DHX15 DOCK4 DOCK9 DPYD DSEL DST DYNLT2B E2F3 ECI2 EFNA5 EHBP1 ELOVL5 EMP1 ENPP1 ENPP4 ENSG00000269825 EPM2AIP1 ERO1A ESD ETNK1 EXOC5 F2R F2RL1 FAF1 FBXO9 FIGN FOXJ3 FRG1CP FRMD6 FSD1L FUBP1 FXR1 GALNT7 GBE1 GCNT2 GLCE GLS GLUD1 GMDS GORAB GTF2A1 GULP1 GXYLT1 HADH HDAC1 HIPK1 HIVEP3 HNRNPA3 HNRNPLL HNRNPR HOOK3 HS3ST3B1 HSPA1A HSPA4 HYCC1 IFRD1 IPO5 IRS1 ISOC1 KCTD20 KIF13A KPNA6 LEMD3 LEPR LHFPL6 LIMCH1 LIN7C LINC00888 LINC01505 LNPK LRP6 MAGT1 MANEA MAP2 MAPK14 MBNL1 MCM3 MCUR1 MDC1 MED4 MIR3648-1 MIS18BP1 MMUT MOB1B MRPL14 MRPS10 MRPS18B MRS2 MSRB3 MYCBP2 MYLK NADK2 NBPF9 NECTIN3 NET1 NFX1 NFYA NMRAL1 NOL7 NQO2 NR2F1-AS1 NR3C1 NUDT21 NUFIP2 NUP153 NUP58 NUP62 OARD1 OGFOD3 OPA1 OSBPL8 OXR1 PAK1IP1 PARVA PCNP PDGFA PDGFC PDIK1L PDZD8 PFN2 PGBD1 PHC3 PLEKHA5 PLPP3 PNRC2 POLH POLR1C POPDC3 PPA2 PPIL1 PPM1A PPP2R5C PPP2R5E PPP3CA PPWD1 PRIM2 PRKCA PRPF31 PRPF39 PRPF4B PSMB2 PTAR1 PTK2 PTP4A2 PTPRG RAB28 RANBP9 RAP2B RAP2C RASA2 RASSF8 RBBP4 RBFOX2 RBM26 RBMS3 RBPJ RCHY1 RCN2 RDH13 RFX7 RHOJ RIN2 RIOK1 RNF19A RO60 RREB1 RRP36 RUNDC3B RUNX2 S100PBP SCML1 SEC22B SEC24B SEPHS1 SESTD1 SFPQ SGPL1 SHISA2 SHOX2 SLC16A7 SLC25A40 SLC30A5 SLC31A1 SLC35A1 SLC35B3 SLC38A4 SLC39A8 SLC44A1 SLC5A3 SLK SMC3 SMIM13 SMURF2 SNHG32 SNRNP48 SOAT1 SOCS5 SPRY1 SRD5A1 SRGN SRPK1 SRRM1 SRSF1 SRSF10 SRSF3 SRSF4 SSBP2 SSR1 STAG1 STK17A STK17B STMP1 SYNCRIP SYNJ2BP TAF11 TAF2 TBL1XR1 TCAF1 TCERG1 TDP2 TECR TGFBR1 TM9SF3 TMEM128 TMEM14A TMEM14B TMEM14C TMEM165 TMEM33 TMEM65 TMPO TMTC3 TNFAIP8 TNFRSF21 TOMM20 TOMM6 TOP2B TPST1 TPT1-AS1 TRAM2 TRERF1 TRIB2 TSPAN5 TTC39C UBE2G1 UBE3A UBR2 UBTD2 UCHL5 UFL1 USP34 USP4 USP46 UTP11 VPS13A WAC-AS1 WEE1 WIPF1 WRNIP1 XRN1 ZDHHC2 ZFYVE28 ZKSCAN8 ZMPSTE24 ZMYM1 ZNF184 ZNF468 ZNF532 ZNF623 ZNF654 ZNF814 ZNF83 ZNG1A JOHNSTONE_PARVB_TARGETS_2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JOHNSTONE_PARVB_TARGETS_2_UP ACTB ACTG1 AGPAT2 AIF1L AKR1B1 AKR1C1 ALDH1A3 APLP2 ARHGDIA ASXL2 B2M BASP1 BCL2L1 BRD9 BSG CALM3 CALR CAVIN1 CCRL2 CD151 CD74 CFL1 CITED2 CLPTM1 CLPTM1L CMTM6 CORO1B COTL1 CSF2RA CXCR4 DBNDD2 DDX60 DLGAP4 DMPK ECM1 EEF1A1 EEF1A2 EMB EPHX1 EREG ERGIC3 FAM86B1 FASN FKBP1A FLNA FST FURIN FXYD5 G6PD GALC GALNT6 GATA6 GFOD1 GNAI2 GPR137 GPRC5A GRAMD1B GREB1 GRINA GSTM3 H1-0 HEG1 HGS HLA-A HLA-B HLA-DPA1 HLA-DRB1 IFI27 IFIT1 IFIT2 IFIT3 IFITM1 IGFBP4 IGFBP6 IRX3 ISG15 KCTD13 KRT18 KRT8 LSR LY6E LYSMD2 MAMDC2 MDK MINK1 MOAP1 MT-ATP6 MT-CO1 MT-ND4 MT-ND5 NCOA7 NDUFB1 NECTIN2 NSMF OAF OASL OGDH OTUB1 PCOLCE2 PKM PKN1 PLAAT4 PLAT PLEK2 PPP1R9B PTPA RAB11B RAB29 RAMP1 RPL36A RPL5 S100A11 SBNO2 SCAMP4 SEL1L3 SERPINE1 SLC25A1 SLC4A2 SMAD3 SNAP29 SPTAN1 STXBP2 TFE3 TFPI2 TGFB1 TLN1 TNFAIP3 TNIK TP53 TPP1 TPT1 TRAPPC1 TXNRD1 UAP1L1 UBE2L6 UBE2V1 USP11 VEGFB VSIR WBP2 WWC1 YWHAE ZNFX1 ZYX JOHNSTONE_PARVB_TARGETS_3_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JOHNSTONE_PARVB_TARGETS_3_DN AASS ABCB10 ABI2 ACAP2 ACTL6A ACTN1 ADI1 ADK AEBP2 AGBL3 AK6 ALCAM ALDH18A1 ALDH6A1 ALDH7A1 ALG10 ALG10B ALYREF ANKRD28 ANKRD44 ANP32E AOX1 AP1G1 AP1S2 AP5M1 APCDD1L-DT ARFIP1 ARHGAP11A ARHGEF12 ARID1A ASNS ASNSD1 ASPH ASPM ATAD2 ATF2 ATG3 ATL3 ATP1B1 ATP2C1 ATP5IF1 ATP5ME ATP9B ATR ATXN1L AXL AZI2 BAG4 BARD1 BCAT1 BCL10 BDNF BDP1 BEND6 BICD1 BIRC5 BLTP3B BLZF1 BMI1 BMPR1A BMPR2 BNIP2 BRD2 BRIP1 BRIX1 BROX BTG3 BUB1 BUB3 C17orf75 C1GALT1 C1orf122 C1orf174 C2orf69 C3orf14 C4orf46 C5orf22 C6orf52 C8orf76 C9orf40 CANX CAPS2 CARNMT1 CASP2 CAST CBFB CBX1 CBX5 CCAR1 CCDC138 CCDC14 CCDC43 CCNA2 CCND3 CCNE2 CCNJ CCPG1 CDC20 CDC26 CDC42BPA CDC42SE1 CDC42SE2 CDC6 CDCA7L CDCA8 CDK1 CDK6 CDKL1 CDKN2C CELF1 CENPA CENPE CENPF CENPM CENPN CENPW CEP128 CEP20 CEP350 CEP57 CEP70 CEP76 CEPT1 CETN3 CFL2 CHROMR CHTOP CIP2A CISD1 CISD2 CKAP2 CKS1B CMC2 CMSS1 CNIH1 CNOT6L CNOT8 CNOT9 COCH COPS2 COPS3 COPS4 COPS8 COX7B CPLANE1 CPNE8 CPSF3 CPSF6 CREM CRNDE CSAD CSE1L CSGALNACT2 CSNK1A1 CSNK2B CSPP1 CSRNP3 CTDSPL2 CTNNB1 CTPS1 CTSC CTTN CUL3 CWC27 CYB5A CYP2U1 DBF4 DBTP1 DCAF13 DCLRE1C DCTN4 DCUN1D1 DEK DENR DEPDC1B DESI2 DHX15 DIAPH3 DIMT1 DKC1 DLEU2 DLGAP5 DMAC2L DNAJB6 DNAJC24 DNAJC3 DOP1A DPYD DR1 DSG2-AS1 DTD2 DTL DTYMK DUSP14 E2F8 EBAG9 EBNA1BP2 ECHDC1 ECPAS EED EEF1E1 EIF1AX EIF1B EIF4E EIF4E2 EIF5 ELAVL1 ELK4 ELL2 ELOA ELOC EME1 EMSY-DT ENY2 ERAP2 ERGIC2 ERVK3-1 ESCO2 ETV5 EVA1A EWSR1 EXOSC2 EXOSC4 EXOSC8 EZH2 FAM13B FAM204A FAM72C FAM98A FANCD2 FANCI FBXL5 FBXO11 FBXO5 FBXO8 FBXW7 FCF1 FERMT2 FGD5-AS1 FH FIGNL1 FILIP1 FKBP5 FLCN FLOT1 FLVCR1 FMR1 FOSL2 FOXN2 FRMD6 FSCN1 FSTL1 FUBP1 G2E3 G3BP2 GALM GAS2L3 GAS5 GFM1 GINS1 GINS2 GINS3 GK5 GLO1 GLS GLUD1 GMNN GMPS GNB4 GOLIM4 GOLT1B GORASP2 GPN3 GPSM2 GPX8 GTF2A2 GTF2H2 GTF2H3 GTF3C3 GTPBP4 H1-1 H2AZ2 H2BC9 HACD3 HAUS6 HBEGF HDGFL3 HELLS HERPUD2 HIGD1A HMGB1 HMGB1P4 HMGN4 HMGN5 HNRNPA1P37 HNRNPC HNRNPD HNRNPLL HNRNPM HNRNPR HOOK3 HSPA13 HTATSF1 IARS1 ID1 ID3 IER3IP1 IFRD1 IFT80 IMMP1L INCENP ING1 ING2 ING3 INSYN2B IPMK IPO9 IPP IQGAP3 IQSEC3 IRF2BPL ITGAE IVNS1ABP IWS1 JADE1 JUN KANSL1L KAT6A KBTBD6 KCNAB1 KIAA1586 KIF11 KIF15 KIF18A KIF20B KIF23 KIF2A KIF2C KLHDC10 KLHL15 KLHL20 KLHL23 KLHL42 KLHL8 KNSTRN KPNA3 KRT10 KTN1 LAMP2 LCTL LIG3 LINC00869 LINC00888 LINC01355 LNPK LOC389831 LRCH3 LRR1 LSM10 LSM14A LSM2 LSM5 LSM8 LSP1P5 LUC7L2 LYSMD3 MAD2L1 MAGOHB MALSU1 MAN2A1 MAP1LC3B MAP3K13 MAP3K2 MAP3K20 MAPK6 MARCHF1 MASTL MBD2 MBLAC2 MBNL1 MCM4 MCM6 MCM8 MCTS1 MDM1 MDM4 MEA1 MED19 MED27 MED4 MELK MELTF-AS1 METTL2B MGC16275 MGP MIB1 MICB MID1 MIGA1 MIR3939 MIS18A MIS18BP1 MKKS MLF1 MLF1-DT MLLT10 MNAT1 MNS1 MORC3 MOSMO MPHOSPH6 MPHOSPH9 MRE11 MRM2 MRPL13 MRPL35 MRPL47 MRPS18C MRPS22 MRPS9 MSH2 MSH6 MT-ND6 MTBP MTERF3 MTF2 MTHFD2 MTO1 MTPAP MTRFR MYBL1 MYCBP MYH10 MYO1B MYO5A MYSM1 MZT1 N4BP2 N4BP2L2 NAA15 NAA50 NAE1 NAPEPLD NBEAL1 NCAPG NCAPG2 NCAPH NCK1 NDC80 NDFIP2 NDUFA11 NDUFA6 NDUFB7 NDUFS5 NEK2 NEK4 NINJ2 NIP7 NKTR NOG NOL11 NOL7 NOP58 NOSIP NPIPB13 NQO1 NR2C1 NSD3 NT5E NUB1 NUCB2 NUCKS1 NUDCD1 NUDT15 NUDT19 NUDT21 NUF2 NUP107 NUP160 NUP35 NUP42 NUP50 NUP54 NUSAP1 NUTF2 OBI1 ODC1 ODR4 OIP5 OPA1 ORC2 ORC4 OSBPL11 OTUD6B OTUD6B-AS1 OXR1 PABIR2 PACRGL PAFAH1B2 PAICS PALS2 PANK2 PARVA PAWR PBDC1 PBK PCDHGA8 PCMT1 PCNA PCNP PCNX4 PDHA1 PDIA6 PDK3 PDS5B PER2 PER3 PET117 PEX5L PFKFB3 PGGT1B PHAX PHF19 PHF20 PHF6 PHOSPHO2 PHTF2 PIGW PIGX PIH1D1 PIK3CB PITHD1 PLEKHA3 PLEKHB2 PLK4 PLLP PLPP3 PLSCR1 PM20D2 POC1B POGK POLA1 POLD3 POLE2 POLE4 POLH POLR1H POLR2B POLR2D POLR3E POMK POMP POU4F2 PPHLN1 PPM1A PPM1B PPP1CB PPP1R8 PPP3CA PPP4R2 PPP4R3B PPT1 PRC1 PRDM16-DT PRKAR2A PRKAR2B PRKD3 PRKDC PRKRA PRPF31 PRPF40A PRPS2 PRRC2C PSAT1 PSIP1 PSMC6 PSMD12 PTBP2 PTBP3 PTEN PTK2 PTMA PTTG1 PTTG3P PWRN1 PXK QKI QSER1 RAB12 RAB18 RAB33B RABGAP1L RACGAP1 RAD51AP1 RALBP1 RAMAC RAP2A RAPGEF2 RAPGEF6 RAPH1 RASAL2 RASSF8-AS1 RBL1 RBM12 RBM15 RBM17 RBM22 RBMS1 RBMXL1 RCHY1 RECQL REST RFC2 RFC4 RFC5 RFK RFXAP RHOT1 RIF1 RIMS2 RIOK2 RIOX2 RIT1 RMI1 RNASEH2A RNF138 RP2 RPA1 RPA2 RPA3 RPAIN RPE RPL23AP4 RPL7L1 RRM1 RRM2 RSPH10B RSRC1 RTKN2 RUFY2 RUFY3 RUNDC3B RUVBL2 RYBP SACM1L SACS SAR1A SARAF SASS6 SBNO1 SCAI SDC3 SEC14L1 SEC22B SEC22C SEC23B SEH1L SELENOK SEM1 SENP7 SEPTIN10 SERP1 SERTAD2 SERTAD4 SET SETD2 SFPQ SFXN1 SGMS1 SGO2 SGTB SHCBP1 SIX1 SKA2 SKA3 SKP2 SLC25A24 SLC25A32 SLC25A43 SLC30A5 SLC35A5 SLC35D1 SLC36A4 SLC3A2 SLC6A6 SLC7A1 SLC7A11 SLC7A5 SLF1 SLK SMAD5 SMARCA5 SMC2 SMC3 SMC4 SMCHD1 SMIM15 SMIM3 SMIM8 SMNDC1 SMURF2 SNHG14 SNORD22 SNRNP70 SNRPA1 SNRPC SNRPF SNTB2 SNX16 SNX7 SOCS3 SOCS6 SOWAHC SP2-AS1 SPAG5 SPC24 SPC25 SPIN1 SPIN4 SPTSSA SRFBP1 SRP19 SRR SRSF3 SSR1 SSR3 STAM2 STARD3NL STMN1 STRN3 STT3A STT3B STYK1 SUB1 SUCO SUDS3 SUGT1 SUV39H2 SYNCRIP SYNJ2BP TAF11 TAF13 TAF1D TAF9B TAS2R15P TAX1BP1 TCEA1 TCF12 TCF19 TCF7L2 TCP1 TCP10L TDG TECPR2 TFAM TFDP1 THAP5 THAP9-AS1 THOC7 TIMM17A TIMM21 TIPARP TIPIN TIPRL TJP1 TK1 TM2D3 TMCO6 TMED4 TMED7 TMEFF1 TMEM14C TMEM200B TMEM209 TMEM237 TMEM267 TMEM50A TMEM97 TMPO TMSB15B TMTC3 TMX1 TMX4 TNPO1 TNRC6B TOMM5 TOMM6 TOP2A TOR1AIP2 TPI1 TPM1 TPRKB TPT1-AS1 TRA2A TRA2B TRMT5 TSEN15 TSHZ1 TSPYL1 TTC26 TTC32 TTK TUBB2A TUBGCP3 TWSG1 TXNL4A TYMS U2SURP UAP1 UBA6 UBAP2 UBE2G1 UBE2V2 UBXN2A UBXN7 UCHL3 UHMK1 UHRF1 UNG UPF3A UQCC2 UQCRC2 USP1 USP37 USP38 USP6 UTP15 VAMP7 VMA21 VPS54 VRK2 WAC WDHD1 WDR33 WDR43 WDR76 WSB2 WTAP XRCC4 YAP1 YARS1 YES1 YRDC YTHDC1 YTHDC2 YTHDF2 ZC3H4 ZC3HAV1L ZCCHC10 ZCCHC7 ZIC2 ZMYM5 ZNF22 ZNF23 ZNF234 ZNF24 ZNF273 ZNF274 ZNF330 ZNF367 ZNF451 ZNF506 ZNF559 ZNF567 ZNF587 ZNF639 ZNF652 ZNF670 ZNF718 ZNF721 ZNF738 ZNF765 ZNF814 ZWILCH ZWINT JOHNSTONE_PARVB_TARGETS_3_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JOHNSTONE_PARVB_TARGETS_3_UP ABCC3 ABCG2 ABHD12 ABHD14B ABHD17C ACADVL ACLY ACSL1 ACSL5 ACTB ACY1 ADD3 ADGRG1 AFDN AGRN AHNAK AHNAK2 AKR1C1 AKR1C3 ALDH3A2 ALDH3B1 ANAPC5 ANXA1 ANXA4 APLP2 APOL6 AQP3 ARAF AREG ARFGAP1 ARHGAP26 ARHGAP5 ARL4C ARNT2 ARPC1B ARRB1 ASAH1 ASXL2 ATG2A ATL1 ATM ATP1A1 ATP2B4 ATP6V0C ATXN7 B4GALT5 BCL3 BCL9L BHLHE40 BLTP2 BRI3 BTG1 BTN3A3 C15orf39 C17orf49 C19orf33 C1S C3 C6orf120 CA12 CALD1 CALHM2 CALM1 CAPN1 CAPRIN1 CAT CCDC3 CCDC69 CCND1 CD276 CD55 CD58 CD9 CDC42EP2 CDC42EP4 CDCP1 CDK15 CEBPB CEBPD CELSR1 CITED2 CLDN4 CLIC3 CLIP4 CLU CMTM3 COL18A1 CPD CREG1 CRISPLD2 CRTAP CSF1 CST3 CSTB CTNND1 CTSA CTSB CTSD CTSL CTSS CYTOR DAAM1 DAG1 DDIT4 DDOST DENND10P1 DIDO1 DMBT1 DNAH2 DNM1 DNMBP DPP7 DSP DUSP5 DVL2 DYNC1H1 ECE1 ECH1 EFHD2 EHD1 EHD2 EIF4G1 ELOVL6 EMILIN3 ENO2 ENSG00000290941 EPAS1 EPCAM ERLIN2 ERRFI1 ESAM F11R FADS1 FAHD1 FAM219A FGFR1 FHOD3 FLII FLNA FLNB FLOT2 FN1 FNTA FRAS1 FUT8 FXYD5 GAA GABARAP GATAD1 GBA1 GCN1 GDI1 GFPT2 GLB1 GLS GNS GOLGA2 GOLGA5 GPR107 GRK5 GRN GSAP GSN GSTK1 H1-10 H2AJ HELZ2 HINT3 HLA-B HLA-DMA HLA-DPA1 HLA-DPB1 HLA-DRA HLA-DRB1 HLA-E HLA-F HLA-G HLA-J HMOX1 HNMT HPCAL1 HS1BP3 HSD17B4 HTATIP2 HTRA1 HUWE1 ICAM1 IFI35 IFITM1 IFITM3 IGF2R IKBKB IQGAP1 IRAK2 ITGA2 ITGB4 JAG1 JAK1 JUP KCTD2 KIF3B KLF10 KLF4 KLF6 KLHL24 KLHL29 KMT2A KRT19 KRT80 L1CAM LDLR LEPROT LGALS3BP LGALS8 LGMN LGR4 LIF LIPA LIPG LITAF LMTK2 LOXL2 LOXL4 LPCAT3 LRP1 LRRFIP1 LTBP3 LYRM1 MAP2K3 MAP4 MARCKS MDFIC MEGF9 MELTF MFSD6 MGAT4B MGST1 MICAL2 MKNK2 MLEC MMP24OS MORC4 MOV10 MPI MTA1 MVP MYH9 MYO18A MYO1C MYOF NAGLU NANOS1 NAP1L1 NAV1 NBL1 NBPF14 NDFIP1 NEAT1 NFE2L1 NFKBIA NLRC5 NOP53 NOTCH2 NPC2 NPIPA1 NR1H3 NR2F2 NT5DC1 NTAN1 OGA OPTN ORAI3 OSBPL3 OSMR P4HB PAK2 PARD6B PARP12 PBXIP1 PCBP2 PCDHGC3 PDCD4 PDK4 PDP1 PEG10 PHF10 PITPNM3 PLAAT3 PLAU PLBD2 PLD1 PLD3 PLIN2 PLPBP PLPP2 PMAIP1 PNMA2 PNRC1 POLD4 POMGNT1 PPDPF PPFIBP1 PPP1R21 PPP1R26-AS1 PRAG1 PRDX5 PRKD2 PRNP PRPF8 PRXL2A PSAP PSMB9 PTGR1 PTP4A1 PTPN23 PTPRE PTX3 PYGB PYGL R3HDM4 RAB7A RABAC1 RAPGEF1 RBCK1 RBM47 RCN1 RELA RETREG2 RETREG3 RETSAT RHOB RIPOR1 RNASE2 RNASET2 RNF149 RRAS2 S100A16 S100A2 S100A4 SAMHD1 SARDH SCD SCG2 SCNN1A SEC16A SEMA4B SEPTIN9 SEZ6L2 SFR1 SFXN3 SGK3 SH3BP5 SIK3 SLC17A5 SLC25A39 SLC29A2 SLC30A1 SLC50A1 SMAD3 SMURF1 SNHG29 SNTB1 SNX19 SPAG4 SPATA20 SPTBN1 SQSTM1 SRPX ST3GAL1 STAT6 STEAP3 STX16 SULT1C2 SUPT5H SUPT6H SYNGR2 SYVN1 TACSTD2 TANC1 TAPBP TAX1BP1 TBC1D3F TBC1D9 TCIRG1 TGFBI TGFBR2 TGIF1 TGM2 THBD THBS1 TIMP1 TIMP2 TINF2 TKT TLR4 TM7SF2 TMC6 TMC8 TMEM135 TMEM245 TMEM43 TMEM87B TNFAIP2 TNFSF10 TNIK TNIP1 TNKS2 TOGARAM2 TOX2 TPP1 TPRG1L TRIB1 TRIM8 TRIO TRIOBP TTC7B TTC8 TXNIP UACA UGCG UNC93B1 VAMP8 VAT1 VAV2 VIM VIPR1 VMP1 VPS18 WASHC2C WDR45 WIPF2 WLS ZNF703 JONES_TCOF1_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JONES_TCOF1_TARGETS CCNG1 PERP PMAIP1 TP53INP1 ZMAT3 JOSEPH_RESPONSE_TO_SODIUM_BUTYRATE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JOSEPH_RESPONSE_TO_SODIUM_BUTYRATE_DN A2M ABCC2 ACP2 ADH6 AFF1 ALAD ALDH1A1 ALPK2 AQP1 ATP7B C7 CAPN7 CD300C CDH11 CDK4 CKS1B CLCN3 COL6A3 CSF1 CUL1 CYP4A11 DPP6 EIF4G2 ELANE ELK3 EMP3 ERCC2 F10 FES FSTL1 G6PC1 GAA GMPS GRM3 HMGB1 HSPG2 IL11 IL6 IRF2 MPP3 MYL4 NAMPT NCL NF2 NUCB1 PFKL PRKAR2A PYGL RNF141 STAT6 SULT1E1 THBS4 THRA THSD7A TIMP3 TUBA4A TXK USP7 VEGFB ZNF137P JOSEPH_RESPONSE_TO_SODIUM_BUTYRATE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JOSEPH_RESPONSE_TO_SODIUM_BUTYRATE_UP ATP5MC3 CD82 CETN2 CLU COX6A1 ESYT2 FABP4 FURIN GDI1 GPRC5A GSTP1 HADHB IFI30 IGF2 MT2A NME2 NR4A1 PCMT1 POLR2L PRDX1 PRKCB PSAP RAB11A RHOA S100P SAT1 SEC61B SERPINB2 SPOCK1 TIMP1 UQCRQ JU_AGING_TERC_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JU_AGING_TERC_TARGETS_UP CSF3 CXCL13 CXCL6 FGF2 MMP2 TIMP2 VEGFD KAAB_FAILED_HEART_ATRIUM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KAAB_FAILED_HEART_ATRIUM_DN ABCB6 ABCC9 ACOT13 ACOX2 ACP1 ACTB ACTN1 ACVR1B ADRM1 AMD1 APP ATP6V0E1 BLVRB CAPN7 CCZ1 CD59 CDC16 CLIC4 CNIH1 CNN3 COL15A1 COX6A1 CTNNA1 CTTN DAAM1 DDX21 DGUOK DXO EI24 EIF3I ELOC FAM131A FCN3 FKBP1A FKBP9 G3BP2 GDE1 GLUD1 GPC4 GPR137B GRB2 GSE1 GSTM3 GSTP1 GTF3A HDGF HINT1 HNRNPL IFITM1 IFITM3 IFNGR1 IGSF3 ITM2B KHDC4 KPNA6 LAGE3 LAPTM4A LDHA LGMN LRBA LRRC32 LRRN3 LSM7 LYPLA1 MAD2L1BP MAP2K1 MCM3 MLEC MPP1 MPST MYH10 NME2 NPRL2 NPTN NUDT3 NUTF2 OPTN OSMR PAFAH1B1 PAPOLA PARVB PDCD6 PGK1 PGM1 PIGH PIR PLEKHB2 PLP1 PMP22 PODXL PPM1A PPP1CC PRDX1 PSMA3 PSMB1 PSMB3 PSMB4 PSMB5 PSMD9 PTPRB RAB1A RAB9A RAD1 RAN RBP1 RIT1 RPA1 RRAGA SDF2 SERPINA3 SLC39A14 SLC9A6 SLCO3A1 SMARCA1 SMPD4 SNU13 SPARCL1 SPTSSA SRI SS18 ST3GAL1 STAT3 STX4 SUMO1 TAGLN TGFBR2 TGFBR3 TM9SF1 TMED10 TMEM147 TNFAIP1 TPM2 TSC22D1 TXN UBA3 UBE2I UBE3C USP2 VAPB VAT1 VTI1B WARS1 WASHC2C YWHAE YWHAZ ZNF22 ZP3 KAAB_FAILED_HEART_ATRIUM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KAAB_FAILED_HEART_ATRIUM_UP APOM ARID1A ATP6V0A1 ATXN7L1 BRD3 BTBD2 CAVIN1 CYP3A5 EFNA2 EPHA5 FBLN1 FGA FGFR1 FKBP8 GAGE13 HES2 HNF1B KLHDC3 LILRA4 LYZL6 MADCAM1 MAP3K11 MIR124-1HG MMP15 NCDN NPPB PFKFB3 PLA2G15 PLEC PPP5C SPIB TMEM259 TNNT1 TOB2 TRIO TYR KAAB_FAILED_HEART_VENTRICLE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KAAB_FAILED_HEART_VENTRICLE_DN ABCB6 AMD1 ATP2A2 ATP5MC1 BOLA2 C1QB CD14 CD68 CSRP2 DAAM1 DEXI EBP F13A1 FCER1G FCN3 GTF3A IFITM1 IFITM2 IFITM3 IFNGR1 IRAK1 ISG15 LDHA LPCAT4 MYH6 NME2 NQO2 PPP2R5C PQBP1 PSME2 PTDSS1 RAB9A SERPINA3 SERPINB1 SLC31A2 SLC39A14 STAT3 TMEM147 TSC22D1 TUBA3C TUBA3E VAT1 WARS1 ZP3 KAAB_HEART_ATRIUM_VS_VENTRICLE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KAAB_HEART_ATRIUM_VS_VENTRICLE_DN ABCC9 ABLIM1 ACAA1 ACAA2 ACADS ACADVL ACAT1 ACSL3 ACTN2 ADAM23 ADH5 AFG3L2 AIFM1 AIMP2 AK4 ALAS1 ALDH1L1 ALDH5A1 ALDOC ALPK3 AMD1 APOA1 APOD ARIH2 ASS1 ATP1B1 ATP5F1A ATP5F1C AUH AZGP1 BCAT2 BCKDHA BDH1 BDNF BNIP3 C1QBP CAP2 CAPN2 CAPNS1 CCND2 CCT7 CD36 CDH13 CDH2 CDK2AP2 CDKN1C CHN1 CHN2 CKMT2 CLCN1 COA1 COPS3 COQ9 COX17 COX5A COX7A2 COX8A CPT1B CPVL CRADD CSRP2 CXADR CYB5A CYB5R1 CYC1 DECR1 DIO2 DLD DLK1 DPYSL4 ECH1 ECHS1 ECI1 ELAC2 ENO3 EYA1 FABP3 FEM1C FGF18 FH FHL2 FLII GAB1 GABRE GADD45A GATD3 GBE1 GCAT GCNT2 GLUD2 GNAS GNLY GOT2 GPC1 GPT GRAMD1B GRM1 GYS1 H1-2 H2BC10 H2BC21 H2BC5 H2BC7 H3C6 HADH HADHA HEBP2 HIPK3 HRAS HSPA9 HSPB6 HYAL1 IDH2 IDH3B IFI27 IGHE IMPA2 IPO13 IRX5 ISCU ITGA9 IVNS1ABP KCNJ8 KCNQ1 KIFBP KIFC3 LAMA2 LARP4B LDAF1 LDB3 LDHB LMO7 LPL LYRM1 MAOB MAP3K5 MAP4 MAPKAPK3 MCCC2 MEIS2 METAP1 MLH1 MMP23B MPPED2 MRPL33 MRPS18B MYBPC3 MYL12A MYL2 MYL3 MYOM2 NDRG4 NDUFA9 NDUFAF1 NDUFS1 NDUFS2 NDUFS3 NDUFS6 NDUFS7 NDUFV2 NLGN1 NUAK1 OGDH OPA1 OXA1L P2RY2 PAIP2B PARP1 PCDH7 PCDHA3 PCSK6 PCYT2 PDE1C PDE3A PDHX PDK4 PDLIM1 PDLIM5 PDZRN3 PFKM PFKP PGM1 PHKA1 PHYH PINK1 PKIA PKP2 PLA2G4C PLCL1 PLN PODXL POLR2F PPFIBP1 PPP2R3A PPP2R5C PRDX3 PSMB6 PTPN14 PTPN3 PTPRM PYGB RAB21 RAPGEF2 RASSF9 RCAN1 RCAN2 RHOQ RNF10 RPL3L RTL8C SDHA SDHB SDHD SETD4 SGCD SH3GL2 SLC1A3 SLC22A5 SLC25A20 SLC25A3 SLC5A1 SORBS2 SPTBN1 SRGAP3 STARD7 STIM1 STK39 TBC1D4 TBX1 TCAF1 TJP2 TMC6 TNNC1 TNNI3 TNNT1 TOB1 TSFM TUBA3C TUBA3E TUBA4A TWF2 UBA3 UBAC1 UBE2D1 UBE2G1 UBE2H UBE2L3 UBE3A UNG UQCRC1 UQCRFS1 UQCRQ VDAC1 VPS13D VPS8 VTN WWP1 ZBTB43 ZHX2 ZNF330 ZNF710-AS1 KAAB_HEART_ATRIUM_VS_VENTRICLE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KAAB_HEART_ATRIUM_VS_VENTRICLE_UP ABCC8 ACTA2 ACTN1 ADM ADORA1 AEBP1 AFAP1 AGPAT1 AGTR1 AKR1A1 AKR1C1 ALDH1A2 ALOX12 ARHGAP1 ASXL1 ATM AUTS2 BAD BAMBI BASP1 BTG1 BTG3 C1R CACNA1B CACNA2D2 CADPS CALR CCDC85B CCL14 CCN2 CCN5 CD47 CD63 CD81 CDC123 CDK14 CDO1 CELSR2 CFH CHGB CHL1 CHRDL1 CHRNE CIB2 CITED1 COL2A1 COL4A6 COMP CPE CREB3L2 CRIP1 CSRP1 CTSF CYB561D2 DAP DAPK2 DDR1 DDR2 DESI1 DHODH DPT DPYSL3 DSC1 DYRK2 EDNRA EEF1A1 EFEMP1 ENO2 EPB41L1 EPB41L3 EPHA4 EPHB2 EPS8 ERBB2 ERBB4 ERGIC3 ETV5 EXOSC2 EZH2 F10 FAM114A1 FAM172A FBLN1 FBLN2 FEV FEZ1 FGFR2 FGL2 FLRT2 FMOD FRMD4B FRRS1L GABRB3 GAS1 GJA5 GNAO1 GNB5 GPRASP1 GPX3 GRB2 GRIN2C GRN GSE1 HEG1 HSPG2 HYOU1 ID2 ID4 IGFBP6 IL1R1 IL1RL1 INPP1 ISLR ITSN1 JADE2 KAZN KCNA5 KCNJ3 KCNK1 KCNK3 KCTD17 KDELR2 KHSRP LILRA4 LRRN3 LSM12 MAGED1 MAGED2 MAL MAP1B MDK ME1 MGAT5 MICAL2 MIPEP MR1 MYBPC1 MYH11 MYH6 MYL4 MYL6 MYL7 MYLK NALF2 NAP1L1 NDRG1 NEB NME2 NMNAT2 NOMO1 NPPA NPPB NR0B2 NR2F1 NR2F2 NRTN NSF NTRK2 NUCB1 NUMA1 NUPR1 OS9 PAM PARM1 PBXIP1 PDE2A PDE4B PDE8B PDLIM4 PIP4K2B PLA2G2A PLA2G5 PLCB1 PLK1 PLOD3 PLP1 PLXNB2 PML POLD4 PPIB PRAF2 PRDX1 PRELP PRKCD PRSS23 PRUNE2 PTGIS PTH1R PTOV1 QSOX1 RAB33A RABAC1 RABGAP1L RALYL RARRES2 RBP1 RELN ROR2 RPL3 RPS2 RPSA RTN4 S100A13 SAT1 SERPINB8 SFRP1 SGCE SLC11A2 SLC22A18 SLC39A8 SLC9A1 SLIT3 SLN SMAD7 SMARCD2 SND1 SOD3 SPOCK1 SRSF8 STAT4 STAT5B SURF2 SYNPO TAGLN TAGLN2 TBX5 TGFB1 TGFB1I1 TGFBR3 TIMP3 TMED3 TMEM106C TNFSF13 TNK2 TOR1A TPGS2 TRAC TRIP6 TRPC1 TSPAN7 TUBB2A TULP3 UNC5B USP11 VAMP5 VASH1 VAT1 VCAN VIM VSNL1 WASHC2C XYLT1 ZFP36L2 ZNF208 ZNF271P ZNF365 KALMA_E2F1_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KALMA_E2F1_TARGETS CCNC FEN1 MCM2 MCM6 PCNA POLA2 POLD1 RFC4 RPA2 TOP2A TYMS KAMIKUBO_MYELOID_CEBPA_NETWORK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KAMIKUBO_MYELOID_CEBPA_NETWORK ADGRE1 ALDH2 ANXA1 CAMP CASD1 CD177 CEBPA CSF2RA CYBB DGAT2 FPR2 GLRX HDC HP IL18 IRF8 ITGAM LBP LCN2 LGALS1 LTF LYZ MMP8 PGD PRTN3 RAB31 S100A8 S100A9 SERPINB1 SPINT2 KAMIKUBO_MYELOID_MN1_NETWORK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KAMIKUBO_MYELOID_MN1_NETWORK CPNE3 CRIP2 GAS2L1 LRRC58 MLLT3 MN1 MTUS1 NCKAP1 PCBD2 PGRMC1 RAB27A RAB32 RECQL RGS12 SGK1 TCF4 TGFBR1 TPM4 VAMP4 KAMMINGA_EZH2_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KAMMINGA_EZH2_TARGETS AHCY AURKA AURKB CCNB2 CDCA5 CDCA7 CUL2 DBF4 DNTT ECT2 EED GMNN H2AZ1 HAT1 IPO5 KPNA2 MAD2L1 MCM2 MCM3 MCM4 MKI67 NAP1L1 NEK2 NUSAP1 PCNA POLE2 PPP1CC PRC1 PRIM1 RBL1 RFC1 RPA3 RRM1 SETDB1 SMC2 SMC4 TACC3 TFDP1 TOP2A TOPBP1 XPO1 KAMMINGA_SENESCENCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KAMMINGA_SENESCENCE ABHD8 ARHGAP28 ARHGEF10L ARID1A ATXN7L3B CCAR1 CDYL2 CLK2 CPN1 DAGLB DDX54 DHRSX ELAVL1 EZH2 FHIT FRS3 GNAO1 GRP GTF2E1 HMGN1 ID1 KCP KPNB1 KYNU LIN54 LLPH MATCAP1 MKI67 NELFA NOL9 PLEKHA7 PLEKHG2 PSD QTRT1 RABAC1 SVOP TCEA3 TGFB2 THBS4 VPS18 KANG_AR_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KANG_AR_TARGETS_DN ALPL ANXA5 COL1A1 COL1A2 CTSK DMP1 DSPP FGF1 ITGB1 MEPE MMP8 SLC20A1 SLC20A2 SMAD1 SPP1 TGFB1 VEGFA VEGFB KANG_AR_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KANG_AR_TARGETS_UP AHSG BMP1 BMP5 COL2A1 COL4A1 COL4A2 COL5A1 COL6A1 FGFR2 MMP2 MMP9 PDGFA PHEX TGFB2 TGFB3 TUFT1 VDR KANG_CISPLATIN_RESISTANCE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KANG_CISPLATIN_RESISTANCE_DN ASB8 COL9A2 NBN RPS6KA4 SEMA3C SLC52A2 TMX4 UBE2K KANG_CISPLATIN_RESISTANCE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KANG_CISPLATIN_RESISTANCE_UP ADIRF AHNAK2 ATP7A CDKN1A DALRD3 EEF1AKMT3 FTH1 GRN HSPA1B IER5 IGFBP6 JUP LZTFL1 MAFF MDK PCDHGC3 RAC2 SF3B3 TENT5A TFPI ZDHHC3 KANG_DOXORUBICIN_RESISTANCE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KANG_DOXORUBICIN_RESISTANCE_DN ASXL2 ATP2B1 CEBPD CLIC4 CRIM1 DESI2 NCOA3 NFAT5 NR1D2 PCYOX1 PSAT1 PTP4A2 RB1CC1 SIKE1 TBL1X TJP1 TMEM106B WASHC4 WWP1 KANG_DOXORUBICIN_RESISTANCE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KANG_DOXORUBICIN_RESISTANCE_UP ABCC1 ASF1B ASPM ATAD2 AURKA BARD1 BIRC5 BUB1 BUB1B CDC20 CDC6 CDCA8 CDK1 CDKN3 CENPA CENPM DSCC1 DTYMK FANCI FOSB FOXM1 GINS1 HJURP HMGB2 HMMR KIF4A LMNB1 MAD2L1 MCM4 MKI67 NCAPG NCAPG2 NEMP1 NPIPA1 NQO1 NSD2 NUSAP1 OIP5 PBK PCLAF PLK1 PLK4 POLA2 POLQ PRC1 RAD51AP1 RFC4 RRM1 RRM2 TK1 TOP2A TPX2 TYMS ZWINT KANG_FLUOROURACIL_RESISTANCE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KANG_FLUOROURACIL_RESISTANCE_DN BACE2 CALB2 DDIT4 FLNB GOT1 ITGB4 LAMC2 LDLR MST1R NFYA OPLAH PCK2 S100A14 S100P SLC2A1 SLC43A1 KANG_FLUOROURACIL_RESISTANCE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KANG_FLUOROURACIL_RESISTANCE_UP ARID5B BTG3 CCN3 CDKN1A CLU CRY1 DDB2 DGUOK GPNMB H3-3B HOXB6 IGFBP2 KLC1 LINC01278 LZTFL1 MDK NQO1 NR2F2 OSBPL3 SF3B3 SRI TYMS KANG_GLIS3_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KANG_GLIS3_TARGETS ABCC8 CHGA CLTRN CTRL FOXJ1 FRZB G6PC2 GCG GHRL GJD2 IAPP INS ISL1 LDLR MAFB NEUROD1 NEUROG3 NKX6-1 PAX4 PAX6 PCSK2 PPP1R1A PPY PSMB10 PYY RBP4 RIMS3 SCG5 SCGN SLC2A2 SLC2A5 SRP9 SST SYT13 SYTL4 VDR KANG_IMMORTALIZED_BY_TERT_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KANG_IMMORTALIZED_BY_TERT_DN A2M ABCC9 ACHE ACYP1 ADAM19 ADAM20 ADAMTS3 ADH1C ALDH1A3 ARHGEF6 ATP9A CALCA CASP1 CCL2 CCN5 CD44 CD52 CDH2 CHST1 CKB CNR1 CXCR4 DHRS3 DLX6 DNM1 E2F1 EFNA3 EGR3 FGFR1 FSHR GABRR1 GCGR GFRA3 GHR GLUL GPR88 GRK2 GRM7 HTR2B IMPG2 INSL5 KLF9 KLK14 MAFB MAP2K2 MGLL MMP1 MMP3 MMP9 MOBP MSX2 MYH1 MYH2 MYH4 MYO1D NET1 NOX1 NPFFR1 NPY1R NR4A1 NR4A3 NRP1 NTRK2 OGN OPRL1 PDE10A PDE4D PMP22 PPP2R2B PRB4 PRELP PRM1 PTGS1 RAD23B RASGRP2 RDH5 RGS12 RGS5 SERPINA10 SERPINI1 SH3BGR SMG1 SNTG2 SPN ST3GAL1 ST8SIA5 SVIL TFPI2 TFR2 TGFBR3 THBS2 THBS4 TMPRSS4 TNFAIP3 TSPAN5 TWF1 TYRP1 ZFPM2 ZFX ZNF141 ZNF236 KANG_IMMORTALIZED_BY_TERT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KANG_IMMORTALIZED_BY_TERT_UP ACE2 ACTG2 AP4E1 APPBP2 BCL2L1 BDNF BGN BNIP3 C3 CABP1 CACNA2D1 CD36 CDC42EP3 CDK10 CDK13 CDK7 CENPA CHRNA3 CKS1B CLMN CLN8 COL4A6 COL6A2 COL7A1 COL8A1 CSPG4 CTSZ DHX9 DKK1 DOCK2 DOT1L ELN ENO1 FGF2 GGTLC2 GPR162 GRIA3 HPCAL1 HPD IAPP ICAM1 IFI30 IL21R INSL4 ITGA3 LAMB1 LAMC2 LARS2 LEFTY2 LEPR MAPK4 MAPK9 NNMT NRCAM NSMAF NTF3 P2RX3 P4HA2 PCDH7 PCDHB8 PDGFB PDGFC POSTN PPARG PPP1R3D RARRES1 RHEB RPS19 RPS4Y1 SCN11A SERPINB2 SKAP2 SLC29A2 SLC6A6 ST3GAL5 STXBP2 TFAP2A TGFB1 TGFB2 TJP3 TNC TNFRSF11B TNFRSF6B TRPV2 VCAM1 WNT5A ZNF45 ZNF460 KANNAN_TP53_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KANNAN_TP53_TARGETS_DN APBA2 ARL4A BIRC3 BRCA1 CCNE1 CDC6 COL18A1 CPM CXADR EIF4A1 FOSL2 G0S2 GTF2H2 INA LAMC2 NOP14 PMP22 PPAT PURA SLC19A1 SORL1 TMEM97 KANNAN_TP53_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KANNAN_TP53_TARGETS_UP ABCA3 ACTA2 APLP1 APOC1 ATF3 BAK1 BBC3 BCL6 BTG2 CARTPT CDKN1A CES2 CTDSP2 DCAF7 DDB2 DGKA DMPK ENG EXT2 FAS FEZ1 FHL2 GADD45A GALE GDF15 H2AC6 HRAS IGFBP6 LCAT LOXL1 LSR MAN2B1 MARCHF8 NDN NEFL NHLH2 NINJ1 PCNA PDLIM4 PLIN2 PLK3 PMAIP1 PRKAB1 QSOX1 SCGB2A2 SCRIB SLC3A2 SMAD7 SMTN SPAG1 SURF1 SUSD6 TAX1BP3 TMSB15A TST VCAN VIPR1 ZNF7 ZP3 KAN_RESPONSE_TO_ARSENIC_TRIOXIDE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KAN_RESPONSE_TO_ARSENIC_TRIOXIDE ADM AK4 AKR1B10 AKR1C1 AKR1C3 ANKRD1 ARHGAP29 ARHGAP6 ARL4C ASNS ATF3 BNIP3L BOP1 C6orf15 CAV2 CBS CCPG1 CLEC2B CRYAB CTH CXCL14 CXCL8 DCBLD2 DDIT3 DDIT4 DIRAS3 DKK1 DLGAP5 DPYSL3 EFNB2 EIF4G1 ENO2 FABP4 FABP7 FAM162A FBXO5 FEZF2 GABARAPL1 GDF15 GFPT2 GLRX GPM6B GPNMB GPR65 GRN GSTM3 HEY1 HMOX1 HSPA1A HSPA1B HSPA6 ID2 IGF2BP3 IGFBP5 IL11 IL7R INSIG1 JAG1 JUN KCTD12 KIF20A KLF12 LDLR LGALS8 LMNB1 MAP1LC3B MCM7 MGP MT-ND5 MT1E MT1F MT1G MT1H MT1X MT2A MYBL1 MYCNOS NAP1L1 NDP NDRG1 NES NOX1 NUPR1 PDGFRA PHGDH PIMREG PIR PLK2 PODXL PPP1R15A PSAT1 PTHLH PTN PTPRZ1 RGS4 RIT1 RRM2 SACS SCD SCG2 SEL1L3 SERPINE1 SLC12A1 SLC2A3 SLC30A1 SLC7A11 SOCS2 SOX2 SPANXA1 SPANXB1 SPC25 STC1 STC2 THBS1 TMEM158 TOP2A TRIB3 TRIM16 TSC22D3 VAT1 VCAN WIPI1 ZNF512B KAPOSI_LIVER_CANCER_MET_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KAPOSI_LIVER_CANCER_MET_DN ALDH1A1 ALDH6A1 EPHX1 EPHX2 GSTT1 PIK3R1 KAPOSI_LIVER_CANCER_MET_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KAPOSI_LIVER_CANCER_MET_UP ANXA5 ARPC1B CAP1 CD63 CKS2 DENR FGD6 HILPDA HMGA1 ITGAV ITGB1 KPNB1 MAPK3 MDFI NCK2 PLCE1 STK25 TUBB6 KARAKAS_TGFB1_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KARAKAS_TGFB1_SIGNALING BIRC5 BRCA1 BUB1 CDH2 CST6 CUL3 FAP FN1 FOLR3 IGFBP7 IL15 KIF3C LOX LY6D MMP2 MT2A PLK1 PPP3R1 KARLSSON_TGFB1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KARLSSON_TGFB1_TARGETS_DN ACAA2 ACBD4 ACTN1 ADAM10 ADD3 ADIPOR2 ADO AGAP1 ALAD ALCAM ANAPC1 AP3B1 APPL2 ARNT ATP5IF1 ATP6V1F AZI2 B3GAT1 BBX BEND4 BET1L BLOC1S1 BNIP3L BSG C4B CCDC80 CCNI CCNL2 CD2AP CDKN2C CHP1 CNTNAP1 COL6A1 COPZ2 CRIP1 CST3 CTDSP2 CTNNBIP1 CTSA CTSB CTSZ CXADR DAB2 DAG1 DBI DCAF8 DCN DCTN6 DENND4C DNAJA1 DNMT3A DUSP18 DUSP8 EFNA5 EMC2 ENPP4 EPHX1 EZR F11R FAM234A FTH1 FUT8 GAA GABARAP GABARAPL1 GAS1 GATA6 GDI1 GLUL GOLM1 GRIA2 GRINA GRN GSN GSTM1 H1-0 H2AZ2 HMGN2 IAH1 ID1 ID2 ID3 IGFBP4 ILDR2 ING4 ISYNA1 ITM2B KCNC4 KCND3 KMT2E LAMA5 LAMP2 LEPROT LY6E MAF1 MAGED1 MAN2B1 MAOA MAT2B MET MGAT3 MGST1 MLLT6 MTUS1 MXD4 NBR1 NDFIP1 NEAT1 NET1 NFIA NHERF1 NID2 NLGN2 NME1 NOD1 NPC2 NPNT NREP NUDT14 OSBPL9 PAIP2 PARD6B PCNA PDGFRA PIK3R1 PKHD1L1 PLAT PLXNB2 PNRC1 POLR2A PSME2 PTPN13 RASL11A RGS10 RGS8 RIN2 RNF11 RSRP1 S100PBP SCHIP1 SCP2 SERINC3 SESN1 SFRP2 SH3BGRL SHROOM3 SIKE1 SLC10A6 SLC12A9 SLC16A1 SLC39A10 SLC44A1 SLC48A1 SMARCA2 SMPDL3B SSX2IP STARD4 STAT3 STMN1 STMN2 SUPT6H SYNE2 SYT11 TBC1D2B TBCEL TECR TGM2 TIMP2 TLCD3A TLE5 TMBIM6 TMC5 TMEM132A TMEM176B TMEM59 TMEM98 TNIP1 TNRC6B TPI1 TPMT TRIM24 TWSG1 TXNDC12 UPF3B USP25 VAMP8 WARS1 WBP2 WT1 WWTR1 XIAP ZFP36L1 ZNF395 ZNF780B KARLSSON_TGFB1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KARLSSON_TGFB1_TARGETS_UP ABCE1 ABRACL ACTN1 ACTR3 ADISSP ANXA2 ARHGAP26 BAG2 BAZ1A BCAT1 BHLHE40 BMP1 BTBD10 C16orf89 CACYBP CCN2 CCT2 CCT3 CCT8 CD44 CDC34 CDK17 CHD3 COQ10B CTU2 CYCS CYP1B1 DDX21 DLAT DPY19L1 EEF1E1 EIF2B3 EIF2S1 EIF2S2 EIF3A EIF3B EIF4G1 EIF5 EIF5A ESD EXT1 GADD45G GARS1 GCSH GEMIN6 GJB3 GNL3 GTF2F2 GTPBP4 HMGA2 HSPA9 HSPD1 HSPE1 HSPH1 IDH3A IPO5 JADE1 KLF6 KPNB1 LMLN LRP8 LYAR MAK16 MIR22HG MMP14 MPHOSPH6 MRTO4 MSN MYBBP1A MYC NAA15 NAA25 NAE1 NCL NIN NIP7 NOLC1 NSUN2 NUAK1 PELO PHGDH PMEPA1 PPA1 PPP1R2 PPRC1 PREP PTK2 PTP4A1 PUM3 RCC1 REPS2 RPF2 RRM2 RSL1D1 RWDD1 SALL1 SET SHMT2 SLC20A1 SLC25A5 SLC8A1 SLTM SNX7 SRM SYNCRIP TCP1 TIMP1 TNFRSF12A TNFRSF9 TOMM20 TOMM70 TPM1 TPM4 UCHL3 USP10 UTP18 WDR75 WDR77 YBX3 ZC3H15 ZIC4 ZMIZ1 ZYX KASLER_HDAC7_TARGETS_1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KASLER_HDAC7_TARGETS_1_DN C3 COL6A3 EDEM1 HK2 IGF2R IGFBP6 ITM2B LGMN PARP16 PMM1 SEMA4A SLC2A1 SPP1 TANC1 TRIP10 TTC19 TXNIP KASLER_HDAC7_TARGETS_1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KASLER_HDAC7_TARGETS_1_UP ABCB9 ABHD8 AEN AHSG AKAP1 AKAP12 ANKRD23 ANKRD39 ANKRD9 AP1M1 ARHGAP27 ARHGEF2 ASB2 ASB6 ASB8 ATP2A2 B4GALT1 B4GALT3 BCL2 BCL6 BCOR BMP4 BPGM BVES C2CD2L C3orf70 C4orf54 C5 CAP1 CAPN3 CAPN7 CCR4 CCR8 CD247 CD28 CD6 CD96 CDH17 CDK2 CEMIP2 CHST10 CHST2 CLPTM1 CLSTN1 CNNM3 CPEB1 CTU2 CUTA CYFIP2 CYP20A1 CYTIP DAD1 DAPK3 DDX19B DDX21 DFFB DGKZ DNMT3A DUSP10 DUSP2 ELK3 ENDOU ENO3 ERP29 FARSA FASN FBXL6 FBXW11 FGD2 FILIP1L FRYL FUCA2 GALC GLTP GM2A GPAA1 GPAT4 GPN2 GPR146 GPR65 GRB2 HACD3 HDAC5 HENMT1 HIP1R HMG20B HSPBP1 IDE IKZF1 IQCF5 IRF4 ITGB3 ITK LATS2 LDLRAD4 LEF1 LMAN2 LRP10 LSP1 LTA MACO1 MACROH2A1 MARCHF3 MAZ MEPCE MFGE8 MIER2 MRPS11 MRPS2 MTSS1 MUL1 NCOA2 NCOA3 NHEJ1 NPL NR4A1 NRGN OSBPL3 P2RX7 PBX3 PCYT1A PDCD1 PEDS1 PEX6 PGLYRP2 PHKA1 PIAS4 PICK1 PIGT PIK3CD PIN1 PKNOX1 PKP3 PLA2G6 POC1A POLDIP2 PPP5C PTGER4 RAB1B RARA RASAL1 RASSF3 RBFA RFTN1 RHOBTB2 RITA1 RNF187 RPS6KA1 RUNX1 SBF1 SEMA4D SESN3 SGSM3 SHISA5 SHKBP1 SIT1 SLC35A4 SLCO3A1 SMAP2 SSR2 ST3GAL5 STAT3 STAT5A STEAP3 SYVN1 TDP1 TEC TESK1 TG TGFB1 TIMMDC1 TMEM273 TMEM37 TMEM41A TMUB1 TOMM40 TRIB1 TRIM35 TSC22D1 TTC39B U2AF2 UBASH3B UBXN6 UGCG UNC119B USP19 VARS1 WDR82 WSB2 ZAP70 ZBTB7B ZNF707 KASLER_HDAC7_TARGETS_2_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KASLER_HDAC7_TARGETS_2_DN ACOX2 ADD3 BBC3 BHLHE40 CACNB3 CDH22 CDKN1A CUL7 GADD45B GAMT GPI H1-0 HYI IFITM2 KLF2 KLHL24 LRRC51 MDGA1 MPP2 NDUFV3 NFKBIA OAZ2 P2RX3 PTCH1 PYCR1 SEMA6A SESN2 STC2 TACC2 TNFRSF19 TSPAN17 VEGFA ZCCHC24 KASLER_HDAC7_TARGETS_2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KASLER_HDAC7_TARGETS_2_UP ATF7IP CD48 CPA3 CST7 MYL1 SELENOS KATSANOU_ELAVL1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KATSANOU_ELAVL1_TARGETS_DN ABTB3 ADAMTS9 ADGRG2 AEBP1 ALDH7A1 ANGPTL2 ANK3 ANXA8L1 ARMC6 ASB5 AVPR1A BMAL1 CASP12 CCBE1 CCNYL1 CD44 CDCA7L CDH3 CDR2L CHD1L CLIP4 CLMP COCH COL5A3 COL6A1 COL6A2 CXCL6 CXCR4 CYP4A22 DDX23 DEPDC1 DHFR DKC1 DLST DUSP10 DYNAP EDIL3 EFCAB7 EML3 EPS8 ETS2 ETV4 FAM131B FAM185A FANCA FBN2 FGF10 FGL2 FHL3 FLT4 FMNL2 FOSL1 FOXF2 FPGS FST FUS GGT7 GJB2 GJB3 GRB14 GSTM1 GZMH HAUS7 HMGN5 HOXD11 HOXD13 HROB HYCC1 IFI16 IGFBP4 IGSF10 IL1RL1 INCENP INHBB IQGAP2 KIF18B KIF5C KLHDC8A LAMA2 LAYN MED18 METTL13 MGLL MNS1 MPHOSPH6 MYBL2 NEDD4L NMNAT2 NOLC1 NPNT NSRP1 OSMR PAK1 PCP4L1 PDE8A PDGFRA PFAS PITX1 PKDCC PKMYT1 PLXNC1 PPBP PRG4 PUS7 PUS7L PWP2 RAB39B RAMP3 RINT1 RNF181 ROGDI RRP12 SBSPON SERPINB2 SFRP2 SGCD SGK1 SHMT1 SIGLEC10 SLC19A1 SLCO2A1 SNORD34 ST3GAL6 STEAP1 STK38 STMN2 STXBP4 TBX4 TCF19 TCOF1 TEP1 TFAP4 TGFBI TGFBR3 THBS4 TIAM1 TIMELESS TMEM45A TNN TNPO2 TROAP TTC7A UBE2C VEGFD VWA5A WNT2 ZNF213 KATSANOU_ELAVL1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KATSANOU_ELAVL1_TARGETS_UP ABHD1 ABLIM1 ADAMTS10 ADAMTS5 ADGRF5 AGA AIF1L ALDH1A1 ALDH1A3 ALKAL1 ALX1 ANKRD1 ANKRD44 APOE ATP10D BLOC1S3 BMP4 C19orf33 C1QA C1QB C1QC C1QTNF12 C21orf62 C3AR1 C4orf3 CCDC68 CCL17 CCL25 CCNG2 CD200 CD52 CDH10 CDKL3 CERS4 CMBL COL11A1 CTSC CTSH CTSS CXCL12 CYBB DAPK1 DCAF12L2 DDAH2 DGKK DHRS3 DMPK DNER DSP DUSP6 EBPL EMCN ENG EPHA4 EPHA7 ESD FAM177A1 FAM210B FAS FBXL7 FIBIN FJX1 FOXC1 FOXD1 FOXF1 FXYD6 FZD6 GADD45A GALNT11 GATM GDF15 GDPD5 GPX3 HIPK2 HMCN1 HOXA5 HOXA6 HOXB6 HOXB9 HOXC6 IER3IP1 IFI44 IGF1 IGF2R IGFBP2 IL2RG IRGM ITGA3 ITPRIPL2 JPT2 KCNMB1 KIF21B KLHL24 KLHL30 KRTAP5-2 LAMA5 LAPTM5 LDB2 LPCAT2 LYZ MAP3K7CL MCEE MEST MIR4435-2HG MMP2 MOGAT2 MPEG1 MYH11 MYL12B MYO7A MYOM1 NES NFKBIE NOTCH3 NRK NTN4 NUPR1 OLFML2B OR6C70 PALMD PAPPA2 PCGF5 PDE5A PDGFB PGPEP1 PIERCE1 PITX2 PLEKHA2 PLEKHH2 PLOD2 POPDC2 POTEJ PPP1R14A PRSS35 PSME2 PTP4A3 RABL2B RARB RENBP RFLNB RGS5 RPLP1 SAT1 SCUBE3 SERPING1 SFI1 SFN SLAMF9 SLC16A4 SLC25A17 SLC7A7 SNCG SORT1 SPON2 SPSB1 SSBP2 STOM STYXL2 SULT4A1 SUSD2 SYTL2 TCEAL1 TGM2 TIMM8B TMEM223 TMEM88 TMTC1 TNNC1 TNNT2 TRIM5 TXNIP VNN1 ZNF28 KAUFFMANN_DNA_REPAIR_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KAUFFMANN_DNA_REPAIR_GENES ABL1 ALKBH1 ALKBH2 ALKBH3 APEX1 APEX2 APTX ATM ATP23 ATR ATRX BLM BRCA1 BRCA2 BRIP1 CCNH CDK7 CDKN1A CETN2 CETN3 CHAF1A CHAF1B CHEK1 CHEK2 CIB1 CRY1 CRY2 CSNK1D CSNK1E DCLRE1A DCLRE1B DCLRE1C DDB1 DDB2 DMC1 DUT EME1 ENDOV ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 EXO1 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCL FANCM FEN1 GADD45A GADD45G GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 H2AX HMGB1 HMGB2 HUS1 LIG1 LIG3 LIG4 MAD1L1 MAD2L1 MAD2L2 MBD1 MBD2 MBD3 MBD4 MBD5 MGMT MLH1 MLH3 MMS19 MNAT1 MPG MRE11 MRE11P1 MSH2 MSH3 MSH4 MSH5 MSH6 MTOR MUS81 MUTYH N4BP2 NBN NEIL1 NEIL2 NEIL3 NTHL1 NUDT1 NUDT3 OGG1 PARP1 PARP2 PARP3 PARP4 PCNA PMS1 PMS2 PMS2P1 PMS2P2 PMS2P3 PMS2P4 PMS2P5 PNKP POLA1 POLA2 POLB POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POLG POLG2 POLH POLI POLK POLL POLM POLN POLQ PRKDC PTTG1 RAD1 RAD17 RAD18 RAD21 RAD23A RAD23B RAD50 RAD51 RAD51AP1 RAD51B RAD51C RAD51D RAD52 RAD54B RAD54L RAD9A RAD9B RBBP4 RBBP8 RDM1 RECQL4 RECQL5 REV1 REV3L RFC1 RFC2 RFC3 RFC4 RFC5 RIF1 RPA1 RPA2 RPA3 RPA4 RRM1 RRM2 RRM2B RUVBL2 SEM1 SMC1A SMC1B SMC2 SMC3 SMC4 SMUG1 SPO11 SSRP1 SUMO1 SUPT16H TDG TDP1 TENT4A TEP1 TERF1 TERF2 TERT TINF2 TOP1 TOP2A TOP2B TOP3A TOP3B TOPBP1 TP53 TP53BP1 TP53I3 TP63 TP73 TREX1 TREX2 UBA1 UBE2A UBE2B UBE2D2 UBE2D3 UBE2I UBE2L3 UBE2N UBE2V2 UNG WDR33 WRN WRNIP1 XAB2 XPA XPC XRCC1 XRCC2 XRCC3 XRCC4 XRCC5 XRCC6 KAUFFMANN_DNA_REPLICATION_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KAUFFMANN_DNA_REPLICATION_GENES ABCF2 ACHE BLM BRCA1 CCL2 CCL3 CCL4 CD209 CD28 CDC34 CDC45 CDC6 CDC7 CDK2 CDK2AP1 CENPE CENPF CHAF1A CHAF1B CHRAC1 CHTF18 CLEC4M CRYAB CTBP1 CTBP2 CXCL8 CXCR6 DEK DNTT DUT EGF EIF5A FEN1 GINS2 GMNN HTATSF1 IGF1 IGHMBP2 KAT7 LAMTOR5 LIG1 LIG3 LIG4 MCM2 MCM3 MCM3AP MCM4 MCM5 MCM6 MCM7 MCM8 MCM9 MSH2 MYBBP1A NAP1L1 NCOA6 NFIA NFIB NFIC NFIX NT5M OPRK1 ORC1 ORC2 ORC3 ORC4 ORC5 ORC6 PCNA PNKP POLA1 POLA2 POLB POLD1 POLD2 POLD3 POLD4 POLE2 POLE3 POLE4 POLG POLG2 POLH POLI POLL POLM POLN POLQ POLRMT PPIA PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R3B PRIM2 PTMS PTTG1 PTTG2 PTTG3P PURA RAD17 RAD9A RBBP4 RBM14 RBMS1 REPIN1 REV1 REV3L RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 RPA4 RRM1 RRM2 S100A11 SET SMC1A SMC2 SMC3 SMC4 SSBP1 SUPT5H SUV39H1 TENT4A TEP1 TERT TFAM TMX1 TNIP1 TOM1L2 TOPBP1 TREX1 TSPYL2 TYMP UBA1 UBE2A UBE2B UBP1 WDR33 WRNIP1 KAUFFMANN_MELANOMA_RELAPSE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KAUFFMANN_MELANOMA_RELAPSE_DN CRY2 ENDOV N4BP2 NFIA TERF2 TOM1L2 KAUFFMANN_MELANOMA_RELAPSE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KAUFFMANN_MELANOMA_RELAPSE_UP BLM BRCA1 BRIP1 CCNH CDC45 CDC6 CENPF CHAF1A CHEK1 CHEK2 CTBP2 DCLRE1A DEK EME1 EXO1 FANCA FANCD2 FANCG GINS2 GMNN GTF2H2 GTF2H3 HUS1 LAMTOR5 MAD2L1 MCM3 MCM4 MCM6 MCM7 MSH2 MSH6 NEIL3 OGG1 ORC4 ORC6 PCNA PMS2P3 POLE4 POLQ PPIA PTTG1 PTTG2 RAD17 RAD18 RAD51 RAD51AP1 RAD54L RFC2 RFC4 RFC5 RPA3 RRM2 SMC2 SMC4 SUMO1 TDP1 TERF1 TFAM TOP2A XRCC2 XRCC5 KAYO_AGING_MUSCLE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KAYO_AGING_MUSCLE_DN ACP1 ADH1A AIMP1 ALDH9A1 ATP5F1A ATP5F1C ATP5MC3 ATP5PF BCL2L2 BLM BYSL CASP4 CD1D CDC16 CDH13 CFP CITED1 CKMT2 COMT COX6A1 COX8A CTSH DNTT DNTTIP2 DPP4 DRD3 DYNLT1 EGFR EIF2S1 ELL2 ELOC ERF EXOSC7 FH FKBP1B GNB1 GTF3C2 H2BC21 HADH HMGN4 HOXC5 HPD ICA1 IFI16 IGFBP5 IMPDH1 IRX5 KLK6 KRIT1 LAMC1 LGALS3 LGALS4 LNPEP LPIN1 MAN2A2 MAPK14 MAPK6 MARCHF6 MARF1 MARK3 MATN1 MDH1 MED12 MED24 MERTK MPI MSH3 MUC2 NDUFV2 NEU1 NFKB1 NIPA2 PABPC4 PARG PIGF POLR2F POLR2G PON2 PPP2R5C PPP5C PSKH1 PSMA6 PTGR1 QARS1 R3HDM1 RARRES2 RARS1 RBBP6 RBMY1A1 RPL31 RPL36AL RPS18 RPS25 RPS7 RTF1 SDHB SEC14L1 SERINC3 SFSWAP SLC25A46 SLC2A3 SLC4A1 SLC6A3 SNRPD3 SNX1 SOD2 SPARC SURF1 TAF4 TFPI2 TMSB10 TMSB4X TOP1 TOP3A TPM1 UBB UBE2D2 UGP2 UQCRH VDAC2 VLDLR WT1 ZMYND8 ZNF274 KAYO_AGING_MUSCLE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KAYO_AGING_MUSCLE_UP ACTB ACVR2A ADORA2A ADRA1A ADRB3 AIF1 AKAP9 AMD1 ANGPT1 AOX1 AP2B1 AR ARCN1 ARHGAP1 ARHGAP4 ASNS ASPH ATN1 ATP6V0A1 B4GALT1 BRD2 BTN2A1 C4BPA CA1 CALB2 CALCR CALCRL CBLB CBS CCL2 CCNO CD3D CD40LG CD83 CDH4 CDKN1A CEACAM4 CHIC1 CHMP1A CHRM5 CHRNG CNP COL10A1 CRHR2 CSF1 CSNK2A2 CUX1 CXCL5 CXCR2 CYP2A6 CYP2B6 CYP2C9 DDR2 DDX18 DLG3 DPYD EFNB3 EIF2AK2 EIF2S3 ELANE ELAVL2 ELF2 ELK1 ENPEP EOLA1 EOLA1-DT EPCAM EPHB3 ETV3 EXOC5 EYA2 EZR FAH FAM30A FAM53B FBN2 FGF6 FGFR2 FGG FOXF2 FOXJ1 FOXO1 FRZB FSHR FUT8 G3BP1 GATA1 GCNT2 GDF5 GFUS GHRHR GLA GLRA2 GLUD1 GNB3 GP5 GRN GRP GUCY1A2 GZMA H1-10 HBE1 HBZ HCLS1 HMMR HNRNPH2 HRG HRK HSPA1A HSPG2 HTN3 HYOU1 IER2 IGHM IL18 INHBA INPP5A ITGB3 JAK1 KAT2A KCNMA1 KHSRP KIF20B KLHDC3 KRT1 LIFR LTBP2 LTC4S LTK MADD MAGEA3 MAGEA5P MAMLD1 MAPK8 MAST1 MC4R MDC1 MEN1 MEP1B MLC1 MLLT10 MMP8 MPP2 MPV17 MT1B MT1F MVK MYH1 MYL2 MYO1F NCAM1 NMU NPR2 NR4A3 NRG1 ONECUT1 OR1E1 PCDHB11 PCDHB17P PDE3B PDE4B PDLIM1 PENK PIK3R4 PLXNB1 PMS2P2 POLR1HASP POP1 PPP1R7 PPP3CB PRKAR2B PROC PRSS3 PSG7 PSMF1 PTGFR PTGIS PTHLH PTPRN2 PTPRU RAB33A RALB RB1 RBL1 RBM34 RBMX RELA RELN RFX5 RNF113A RPL36A RTN1 RUBCN SALL2 SCARF1 SCG2 SELP SERPINA3 SERPINE1 SET SGCB SGCG SH3GL3 SLC1A1 SLC2A4 SLC30A3 SLC39A9 SLC5A2 SLC6A2 SMARCA1 SPRR2A SQLE STX16 STX1A STX4 STXBP3 TACR2 TBR1 TCF20 TFAP2A TIMM17A TNPO1 TNXA TPD52 TRA2A TRAIP TRAPPC10 TRGC1 TRHR TRIM26 TRIP13 TSHB UBC UBL5P4 UGT2B7 UQCRB USF1 VPS72 VSNL1 WNT2 ZKSCAN3 ZNF8 KAYO_CALORIE_RESTRICTION_MUSCLE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KAYO_CALORIE_RESTRICTION_MUSCLE_DN ABCC2 ACAA2 ACHE ACR ACTN1 ADCY2 APOA4 ATF6B ATP5F1B AXIN1 BAK1 BMP6 CDR2L CGREF1 CKMT2 COL2A1 COMMD1 COPB2 COX4I1 COX8A CREM CRYAA CYC1 CYP2D7 DBI DDO DDR1 DDX17 DYNLT1 ECH1 ELL ERG FBP2 G0S2 GLI3 GNAQ GOLGA3 GOT2 HADH HADHB HLA-DMA HRAS HSD17B1P1 KAT5 KDM5C KRT5 MBTPS1 MDH1 MNAT1 MPI MRPL23 MYOC NDUFV2 NNT NOS2 P2RY4 PCDHGB7 PEX19 PIAS1 PNLIPRP2 POLR2I POU2F2 PRPS1L1 PSG9 RAB2A RAB4A RANBP1 RAPGEF3 RCAN1 RGS3 RHCE RPSA RRS1 RUNX2 SERINC3 SLC23A2 SMOX SNRNP27 TAFAZZIN TNP1 TSNAX TSPAN7 TUG1 UQCRB UQCRC2 VDAC2 VLDLR KAYO_CALORIE_RESTRICTION_MUSCLE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KAYO_CALORIE_RESTRICTION_MUSCLE_UP ACTB ACTR1B AP2S1 APP ARCN1 ATP2B2 BCL6 C1QB CALB1 CALB2 CCL13 CCNI CCR5 CD302 CHKB CKAP4 CLEC3B CNN3 COL1A1 COL1A2 COL3A1 COL6A3 CPA3 CUX1 CYB5R3 DEFA6 DES DHX38 DRD2 ELANE EMP3 ENG FABP5 FAP FAS FGL1 FLNA FN1 GAS1 GDI1 GJB1 GNL1 HCLS1 HSPA6 HSPG2 IER2 IGFBP4 ITGB8 KL KLHDC3 KLRK1 KRT12 LAMA2 LIMK1 LRP1 LUM MAPT MTMR11 MYCL MYH10 MYH9 NAGLU NR4A3 PAFAH1B3 PDK4 PHKG1 PLAU PSG1 RASA2 RASSF2 RBP1 RGS6 RNF113A RYK S100A11 S100A4 SAFB SCRIB SLC1A1 SLC2A4 SNTA1 SOX15 SPTAN1 STX4 TANK TCF12 TGFBR2 TOB1 TUBA1A UPP1 VAT1 XGY2 ZKSCAN3 ZNF211 KENNY_CTNNB1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KENNY_CTNNB1_TARGETS_DN C6orf62 CALCOCO1 CCDC47 CD4 COL6A1 CRABP2 DDX5 DPYSL2 ECM1 ELMO2 ENPP2 FAF2 FN1 GBP2 HAO1 HNRNPH1 IGF2 IL6ST ITGB5 KIF5B MDH1 NARF NCOR1 OGFOD2 OLA1 PLAA PPP3CA PPP6R3 PYY RETREG1 RPS6 SDHA SEC62 SEL1L SIX3 SLIRP STAU2 TFF3 TIMP2 TMEM165 TMX1 TNFAIP8 TNPO1 TRIM29 TRIM33 TRMT1L TXNIP UBR5 USP3 USP7 USP9X XPNPEP1 KENNY_CTNNB1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KENNY_CTNNB1_TARGETS_UP ABI1 ARCN1 ARFGEF2 BAD BTRC CAPN3 CASKIN2 CCN1 CCNB1 CCR5 CD14 CELF2 CSE1L CTSC EBNA1BP2 ECT2 ETAA1 EXOSC2 GAN GNA11 HAT1 HILPDA HMGB2 IGFBP5 KRT7 LOXL2 MMP2 NABP1 NCOR1 PKN1 PLK4 PTPN22 RAMP3 RBM26 RPA2 S100A8 SEPHS2 SERPIND1 SORBS1 SPP1 SQOR SRSF7 SYNE1 TACC3 TFDP1 TK1 TM4SF1 TMEM94 TNFAIP2 UPP1 KERLEY_RESPONSE_TO_CISPLATIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KERLEY_RESPONSE_TO_CISPLATIN_DN CYP26A1 HESX1 HMGCS1 LPIN1 MYC KERLEY_RESPONSE_TO_CISPLATIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KERLEY_RESPONSE_TO_CISPLATIN_UP ACTA2 ALDH1A3 ANK1 ANXA1 ANXA4 BTG2 CAV1 CDKN1A CXCL14 DDB2 DDIT4 DGKA DRAM1 EPS8L2 FADS3 FAS FDXR FOSL1 GADD45A GDF15 GLS2 HSD17B3 IER3 INPP5D ISYNA1 LMNA MS4A1 NEFL PDE4A PHLDA3 PIDD1 PLAT PLK2 PLK3 PPM1D PROCR RPS27L SERPINE1 SESN1 STK17A TIGAR TNFRSF10C TP53TG1 TRIM22 ZMAT3 KESHELAVA_MULTIPLE_DRUG_RESISTANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KESHELAVA_MULTIPLE_DRUG_RESISTANCE ACADS ADAM15 ANXA2P2 BABAM2 BCAP31 BCL7B BLVRB C1orf35 C22orf46P CASP4 CCDC92 CCHCR1 CCS CD151 CDK11B CDKN2C CRIP2 CYTH1 DNALI1 DOCK9 DXO ENC1 FBXO11 FN1 FOXP3 GGA2 GSTK1 GUK1 HDAC1 HFE HGSNAT HHAT HSPB1 IBSP ICAM3 IGHV5-51 INPP5B IQGAP1 IZUMO4 KCTD17 KLRF1 LAMTOR2 LRRC14 MAGOHB MAN1B1 MAPK12 MARCHF2 MCUB MEAK7 MED8 MSRB1 MYO1F NXT2 OAS1 ODF2 PCTP PDLIM5 PEX10 PHF1 PPIEL PPP4C PTHLH RINT1 RPL23 SBNO2 SIL1 SLC25A13 SLC48A1 STYXL1 TAF12 TBX1 TEDC2 TMED10 TMEM104 TP53TG1 TSPAN31 TSPAN8 UFC1 USE1 VPS33B ZNF668 ZSWIM8-AS1 KHETCHOUMIAN_TRIM24_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KHETCHOUMIAN_TRIM24_TARGETS_DN ALDH1A1 AR CYP26A1 CYP7A1 FGF1 PRLR SLC10A1 THRSP KHETCHOUMIAN_TRIM24_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KHETCHOUMIAN_TRIM24_TARGETS_UP AFP APP BEX2 BTG2 CASP1 CD38 CD44 CDH1 CDKN1A CDKN2B COL1A1 COL1A2 COL4A1 COL4A2 CP CYBB EGR1 EMP1 FGFR2 FOS HBEGF HCK ICAM1 IGF2 ITGAL ITGAV JUNB KRT18 LAPTM5 LGALS1 LGALS3 PDGFA RAI14 RBP1 SAMD4A SERPINE1 SPARC SPP1 STAT1 TGFB1 TGFBR2 TGM2 TP53 UCP2 VCAM1 VIM KIM_ALL_DISORDERS_CALB1_CORR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_ALL_DISORDERS_CALB1_CORR_DN ALDH3A1 ALX1 ANPEP APOBEC3C AQP7 CCIN CCL1 CD40 CHIT1 CTSG DAPK2 DDX11 GADD45B GFI1 GIP HSD3B2 IFNA6 IL1RAP INPP5D KLRC3 KRT1 LCOR LHCGR LINC00837 NR5A1 PXN ROR2 RREB1 S100A4 S100A8 SBNO2 SLC16A6 SLC22A13 SSTR3 TM4SF5 XRCC3 KIM_ALL_DISORDERS_CALB1_CORR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_ALL_DISORDERS_CALB1_CORR_UP AARS1 AASDHPPT ABCC5 ABCF3 ABHD14A ABR ACOT7 ACTN1 ACTR1A ACTR1B ACTR2 ADAM23 ADAR ADGRB2 ADRM1 AHCY AHNAK2 AHSA1 AKAP11 AKR1B1 AKT1 ALAS1 ALDOA AMPH ANKRD46 ANXA6 ANXA7 AP2S1 APLP1 APLP2 AREL1 ARF1 ARHGEF9 ARPC1A ARPP19 ASNS ASS1 ATIC ATP1A3 ATP1B1 ATP2A2 ATP2B1 ATP5F1C ATP5MC3 ATP6V0A1 ATP6V0B ATP6V0C ATP6V0D1 ATP6V1A ATP6V1B2 ATP6V1C1 ATP6V1D ATP6V1E1 ATP6V1F ATRNL1 ATXN10 AUH B3GALNT1 B4GALT6 BAP1 BEX4 BHLHE40 BLCAP BNIP3 BNIP3L BRD2 BRINP1 BTBD3 BTBD8 C1QBP C1orf216 C2CD5 C6orf62 CACNA1A CACNB3 CACNG3 CALB1 CALM1 CALM2 CAMK1G CAMK2B CAMK2G CAMSAP2 CANX CAP2 CAPZA2 CCK CCT2 CD200 CDK5 CEP170 CERS6 CETN2 CHGA CHGB CHL1 CHN1 CHST10 CIRBP CLINT1 CLIP3 CLSTN1 CLTB CNIH1 CNKSR2 COPG2IT1 COPS3 COPS7A COPS8 COX7A2 COX7A2L COX8A CREG1 CRHBP CRMP1 CRYM CSRNP2 CTBP1 CUL1 CX3CL1 CX3CR1 CYC1 CYFIP2 CYRIA DCLK1 DCTN1 DCTN3 DDHD2 DDOST DDX1 DDX10 DGKB DHCR24 DLG3 DNAJA1 DNAJA2 DNM1 DOC2A DOCK3 DOCK4 DPP6 DPY19L2P2 DRG1 DSTN DUSP14 DUSP3 DUSP8 DYNC1H1 DYNC1I1 EEF2 EFNB3 EFR3A EGR3 EHBP1 EID1 EIF2S1 EIF4A2 EIF4H EIF5 ELMO1 ENO2 ENSA EPHB6 EPS15 ERP29 FAM131A FAM168B FAM32A FBXL2 FBXO9 FHL1 FHL2 FIBP FOXG1 G3BP2 GABBR2 GABRA1 GABRA2 GABRA5 GABRD GABRG2 GARS1 GDE1 GGCT GLRB GMFB GNAI1 GNAS GNB1 GNB5 GOT1 GOT2 GPD1L GPM6A GPX4 GRIA2 GRIN2A GRINA GSTA4 GUCY1B1 H2AZ1 HECTD4 HINT1 HIVEP2 HMCES HMGCR HNRNPA0 HNRNPA3 HNRNPK HNRNPR HPCA HPRT1 HSP90AA1 HSP90AB1 HSP90B1 HSPA12A HSPA13 HTR2A HYOU1 ICAM5 IDH3A IDH3B IDI1 INA INPP5F ISCA1 ISCU ITM2A ITPR1 JOSD1 KALRN KARS1 KCNAB1 KCNF1 KCNK1 KDM1A KHDRBS3 KIAA0232 KIAA0513 KIF3B KIF3C KIFAP3 KIFBP KLC1 KLF10 LANCL1 LDB2 LDOC1 LMO3 LRPPRC LYRM9 MACROH2A1 MADD MAGED1 MAN2A2 MAP1LC3B MAP2K1 MAP2K4 MAPK1 MAPK9 MAPT MARCKS MAST3 MBNL1 MBTPS1 MDH1 ME3 MGST3 MIF MLLT11 MNT MOAP1 MOB4 MORF4L2 MPC2 MTMR9 MYCBP2 NAPA NARS1 NCALD NCDN NCKAP1 NDEL1 NDN NDRG4 NDUFA5 NDUFAB1 NDUFS1 NDUFS2 NDUFS3 NDUFV1 NECAB2 NECAP1 NEFL NELL1 NELL2 NFE2L1 NMNAT2 NNAT NONO NPTN NPTX1 NPY NREP NRGN NRIP1 NRXN1 NSF NSG2 OAT OAZ1 OAZ2 OGA OMG OPCML OPTN OSBPL1A OXA1L PAFAH1B1 PAK1 PCDH8 PCMT1 PCSK1 PDE2A PDHB PDHX PEX11B PEX19 PFDN1 PFKP PFN2 PGAP4 PGK1 PGRMC1 PHF24 PINK1 PIP5K1C PISD PJA2 PKM PLD3 PLK2 PNMA2 POLR2E PPID PPM1H PPP1R12A PPP1R16B PPP1R7 PPP2R1A PPP2R2A PPP6C PREPL PRKACB PRKAR1A PRKAR2B PRKCI PRNP PRPF8 PRPS1 PRPSAP1 PRSS3 PRUNE2 PSAP PSMA3 PSMA4 PSMA6 PSMB4 PSMB6 PSMC1 PSMC6 PSMD1 PSMD11 PSMD12 PSMD7 PSMD8 PSME3 PTK2B PTPRN2 PUM1 PUM2 PWP1 RAB11A RAB1A RAB4B RABAC1 RAD21 RAD23B RALYL RAN RAPGEF5 RASA1 RCAN2 RCN2 REEP1 REEP5 RER1 RFK RGS4 RGS7 RIT2 RNF103 RNF11 RNF13 RNF4 RNF44 RRAGA RSRC2 RTCB RTF1 RTL8C RTN1 RTN4 RUNDC3A RUSC1 RYR2 SARAF SARS1 SC5D SCAF8 SCAMP1 SCAMP3 SCG2 SCG5 SCHIP1 SCRN1 SDF2 SEC23A SEC24B SERINC1 SERINC3 SERPINF1 SERPINI1 SET SH3BP5 SHOC2 SKP1 SLC12A5 SLC17A7 SLC20A1 SLC25A11 SLC25A12 SLC25A3 SLC25A36 SLC25A4 SLC30A9 SLC39A6 SLC6A15 SLC9A6 SLITRK5 SNAP25 SNCB SNRNP40 SNRPB SNU13 SNX17 SOCS5 SORL1 SPAG7 SPINT2 SRP19 SRPK2 SRSF2 SST STAU2 STIP1 STMN2 STX1A STX4 STX7 STXBP1 SUB1 SUCLA2 SUMO1 SUMO2 SYNGR3 SYNJ1 SYT1 SYT11 SYT17 TAC1 TAX1BP1 TBC1D9 TBCC TCEAL1 TDP2 TECR THY1 TIAM1 TKT TM9SF4 TMED2 TMEM158 TMEM59 TMX4 TOB1 TOGARAM1 TOMM20 TOMM34 TRIB2 TRIM23 TRIM37 TSNAX TSPAN3 TSPYL4 TSPYL5 TSR2 TTC3 TUBA4A TUBB2A TUBB3 TUBB4B TUSC3 UBA1 UBA2 UBB UBC UBE2A UBE2E3 UBE2N UBE3C UBL3 UBQLN2 UCHL1 UQCRC2 UQCRFS1 USO1 USP14 VAMP7 VDAC1 VDAC2 VDAC3 VIPR1 VSNL1 WDR47 WDR7 WSB2 XPO7 YARS1 YME1L1 YWHAB YWHAQ ZBTB18 ZC3H15 ZFAND5 ZNF365 ZNHIT3 KIM_ALL_DISORDERS_DURATION_CORR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_ALL_DISORDERS_DURATION_CORR_DN ACD ACOT7 ACTL6B ACTR1A AHSA1 AKR1A1 AKR1B1 AMPD2 ARL4A ARPC2 ARRB2 ATOX1 ATP5MC1 ATP6AP1 ATP6V0B ATP6V0E2 B3GAT1 BBLN BCAP31 BMERB1 CACNG3 CCT7 CDIPT CHMP2A CKB CLASP2 CLTA COL9A3 COX4I1 COX7A1 COX7C COX8A CREB3 CRYAB CTDNEP1 CX3CL1 CX3CR1 DCTN2 DCXR DEGS1 DHPS DHX30 DNAJB2 DPF2 DTX4 ECI1 ECSIT EIF3G EIF6 ENDOG ESYT1 ETFB EXOC3 FBXO9 FNDC4 FTO FXYD7 GABBR1 GDI1 GNAZ GNPDA1 GPR37 GPX1 GRHPR GTF3C1 HAX1 HCFC1R1 HDGF HRAS IMPDH2 KLHL21 KLK6 LMAN2L MADD MAL MAPK3 MARCKSL1 MAST3 MRPL23 NBL1 NCALD NDUFA1 NDUFA7 NDUFAF3 NDUFB1 NDUFC1 NDUFS7 NDUFS8 NELFE NIPSNAP1 NRGN NSG2 NTHL1 NUDC NUP93 OS9 PAFAH1B3 PAK6 PARP1 PEF1 PES1 PFDN1 PIN1 PLAAT3 PMM1 PMP22 PPIA PSMB5 PTGDS PUF60 RABAC1 RAP1GAP2 RBM10 RNH1 RNPS1 RPL13 RPS29 RPS8 RUVBL2 SAC3D1 SEC14L5 SF3B2 SFXN3 SLC25A11 SNRPA SNX6 SPAG7 STARD7 STOML1 STX7 SUCLG1 SUMO3 TALDO1 TAX1BP1 TMEM147 TPI1 TRAP1 TRAPPC12 TUBA4A TUFM UQCRB UQCRQ VPS28 VPS51 ZMAT4 KIM_ALL_DISORDERS_DURATION_CORR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_ALL_DISORDERS_DURATION_CORR_UP ANKRD11 CSRNP3 DNAJB14 NTM RNF115 SHC3 SLC10A1 SPIN1 ZBTB38 KIM_ALL_DISORDERS_OLIGODENDROCYTE_NUMBER_CORR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_ALL_DISORDERS_OLIGODENDROCYTE_NUMBER_CORR_DN ANKRD11 CCIN CCL1 CSRNP3 CYP2C18 DGCR11 DNAJB14 EPHA2 FAM169A FUT6 GABRB3 HIPK2 HOXB7 IL5 KIF3A MAGEA1 MAP1B NR1D2 NR5A1 NTM RNF115 SCAF11 SERPINF2 SLC10A1 SLC1A2 SPIN1 SV2C UMOD XRCC2 XRCC3 ZBTB38 ZNF136 ZNF148 KIM_ALL_DISORDERS_OLIGODENDROCYTE_NUMBER_CORR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_ALL_DISORDERS_OLIGODENDROCYTE_NUMBER_CORR_UP AARS1 ABCA3 ABHD14A ACD ACOT13 ACOT7 ACTG1 ACTL6B ACTR1A ACTR1B ADAR ADGRB2 ADRM1 AFG3L2 AGPAT1 AHCY AHNAK2 AHSA1 AKR1A1 AKR1B1 AKT1 ALDH2 ALDOA ALDOC AMFR AMPD2 ANAPC13 ANAPC5 ANOS1 ANP32B ANXA6 AP2M1 AP2S1 AP3B2 AP3M2 APBA2 APLP1 APLP2 ARCN1 AREL1 ARF3 ARF5 ARFGAP2 ARFIP2 ARHGEF17 ARHGEF18 ARL4A ARNT2 ARPC2 ARRB2 ASIC2 ASNS ASS1 ATG9A ATOX1 ATP5F1C ATP5F1D ATP5MC1 ATP5MF ATP5PO ATP6AP1 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0E2 ATP6V1B2 ATP6V1E1 ATP6V1F ATRNL1 AUH B3GAT1 B4GAT1 BAG1 BAG6 BAIAP3 BAP1 BBLN BCAP31 BCL7B BECN1 BEX4 BIN1 BLCAP BLOC1S1 BMERB1 BMI1 BSN BTBD3 BTBD8 C1QBP C1orf216 CA11 CA2 CABIN1 CABP1 CACNB3 CACNG3 CALM3 CAMK1 CAMK1G CAMK2B CAMK2G CANX CAP1 CAPNS1 CAPZA2 CBX6 CBX7 CCDC92 CCK CCT2 CCT3 CCT7 CCT8 CD200 CD74 CD81 CD9 CDC16 CDC34 CDH18 CDIPT CDK14 CDK5 CENPX CETN2 CFL1 CHL1 CHMP1A CHMP2A CHPF CHST1 CHST15 CIRBP CKB CLASP2 CLCN6 CLDND1 CLINT1 CLNS1A CLSTN1 CLTA CLTB CNIH1 COBL COPE COPS5 COPS7A CORO1A CORO2B COX17 COX4I1 COX5A COX5B COX6A1 COX6B1 COX7A1 COX7A2 COX7A2L COX7C COX8A CREB3 CRMP1 CRY2 CRYAB CRYM CSNK2B CSRP1 CSTB CSTF3 CTCF CTDNEP1 CTSA CTSH CX3CL1 CX3CR1 CYC1 CYFIP2 DAD1 DAZAP2 DBN1 DCLK1 DCTN2 DCTN3 DCXR DDB1 DDHD2 DDIT3 DDOST DDX42 DEAF1 DEGS1 DENND4B DGKZ DGUOK DHCR24 DHCR7 DHPS DHX30 DMTN DNAJB1 DNAJB2 DNAJC11 DNM1 DOCK3 DOCK4 DPF2 DPY19L2P2 DPYSL2 DRAP1 DRG1 DSTN DTX4 DYNC1H1 ECH1 ECHS1 ECI1 ECSIT EEF2 EEIG1 EFNB3 EFR3A EGR3 EID1 EIF2B4 EIF3D EIF3F EIF3G EIF3K EIF4G2 EIF6 ELMO1 ELOB ELOC ENDOG ENO1 ENO2 ENPP2 ENSA ENTPD6 EPB41L3 EPHB6 EPS15 ERI3 ERP29 ESYT1 ETFB EXOC3 FADS2 FAIM2 FAM171A1 FAM193A FAM89B FAM98A FAN1 FARSA FAU FBXO9 FDPS FEZ1 FIBP FIG4 FKBP1A FKBP1B FNDC4 FOXG1 FTL FTO FXR2 FXYD1 FXYD7 GAB2 GABARAP GABARAPL2 GABBR1 GABRB1 GABRD GAD1 GAPDH GATB GDI1 GFAP GGCT GLO1 GLRB GLS GNAI1 GNAS GNAZ GNPDA1 GOT1 GOT2 GPI GPR162 GPRC5B GPX1 GPX4 GRHPR GTF3A GTF3C1 HADHA HADHB HAGH HAX1 HCFC1R1 HDGF HECTD4 HINT1 HIVEP2 HMCES HMGCR HMGN1 HPCA HPCAL1 HRAS HSPD1 HTRA1 HYOU1 IDH3B IDI1 IER2 ILK IMPDH2 INA IP6K1 IPCEF1 IQSEC3 IRAK1 IRF9 ISCU ITGB1BP1 ITPA ITPKA JOSD1 KBTBD11 KCNF1 KCNK1 KCNN1 KDM1A KIAA0232 KIAA0513 KIF21B KIFAP3 KLHL21 KLK6 KRT10 LAMTOR5 LANCL1 LAPTM4B LASP1 LDHB LDOC1 LGALS1 LGMN LINC01963 LMAN2L LRPAP1 LSM7 LTA4H LY6E LYRM9 MACROH2A1 MADD MAGED1 MAGED2 MAL MAN2A2 MAP1LC3B MAPK3 MAPK8IP2 MARCKSL1 MAST3 MBD3 MCF2L MDH1 ME3 MGRN1 MICAL2 MIF MIR124-1HG MIR9-1HG MLLT11 MNT MOG MRPL23 MRPL40 MRPL49 MSL1 MTMR6 MTMR9 MTX2 MYL6B MYRIP NAGPA NARS1 NBL1 NCALD NCAN NCDN NCKAP1 NCL NCOA4 NDEL1 NDN NDRG1 NDUFA1 NDUFA7 NDUFAB1 NDUFAF3 NDUFB1 NDUFB3 NDUFB5 NDUFB8 NDUFC1 NDUFS1 NDUFS3 NDUFS4 NDUFS7 NDUFS8 NDUFV1 NECAB2 NECAP1 NEDD8 NEFH NELFE NELL1 NFE2L1 NIPSNAP1 NME3 NMNAT2 NNAT NONO NPC2 NPTX1 NPTXR NPY NRDC NREP NRGN NSF NSG2 NTHL1 NUAK1 NUCB1 NUDC NUP93 OAT OAZ1 OLFM1 OMG OS9 PADI2 PAFAH1B3 PAK6 PAM PARP1 PCNT PCP4 PCSK1 PDE2A PDHB PDHX PEBP1 PEF1 PES1 PFDN1 PFDN5 PFKP PFN1 PFN2 PGAP4 PGK1 PGRMC1 PHF24 PIN1 PINK1 PIP5K1C PISD PKIG PLAAT3 PLP1 PMM1 PMVK PNPLA6 POLR2E POLR2J PPFIA4 PPIA PPID PPM1H PPP1CA PPP1R11 PPP1R16B PPP1R7 PPP2R1A PPP2R5B PRAF2 PRDX1 PRPF8 PRR3 PRR36 PRRC2B PSAP PSMA6 PSMB10 PSMB3 PSMB4 PSMB5 PSMB6 PSMC1 PSMC5 PSMD10 PSMD2 PSMD7 PSMD8 PTDSS1 PTGDS PTOV1 PTPA PTPRK PTPRN PTPRN2 PTS PUF60 PUM2 RAB40B RABAC1 RABGAP1 RACK1 RAD23B RAN RAP1GAP2 RAPGEF5 RASA1 RASL10A RASSF2 RBM10 RCAN2 REEP1 REEP5 RGS7 RHOA RIMBP2 RIMS3 RNF103 RNF11 RNF187 RNF4 RNF41 RNF44 RNH1 RNPS1 RPL10A RPL11 RPL13 RPL24 RPL27 RPL28 RPL29 RPL3 RPL32 RPL35 RPL36AL RPL37 RPL41 RPL8 RPLP1 RPRD2 RPS10 RPS11 RPS12 RPS16 RPS17 RPS19 RPS27 RPS27A RPS29 RPS3 RPS4X RPS8 RRAGA RTL8C RTN1 RTN2 RUNDC3A RUSC1 RUSC2 RUVBL2 S100A1 S100B SAC3D1 SACM1L SARS1 SCAMP3 SCAP SCG2 SCG5 SCN1B SDHA SEC11A SEC14L5 SELENOW SEM1 SEPTIN8 SERP1 SERPINF1 SERPINI1 SEZ6L2 SF3B2 SFXN3 SH3GL1 SHOC2 SHROOM2 SLC20A1 SLC25A11 SLC25A12 SLC25A3 SLC25A4 SLC25A6 SLC30A9 SLC35A1 SLC3A2 SLC4A3 SLITRK5 SMARCA4 SMARCD3 SNAP91 SNCB SNN SNRPA SNRPB SNRPC SNRPD2 SNRPE SNRPG SNTA1 SNU13 SNX6 SOD1 SORL1 SPAG7 SPHK2 SPINT2 SPOCK2 SPTAN1 SPTBN2 SRP14 SSNA1 SSR4 SST ST3GAL5 STAMBP STARD7 STAT4 STIP1 STK24 STMN2 STOML1 STX12 STX1A STX4 STX7 STXBP1 SUCLG1 SULT1A1 SULT4A1 SUMO1 SUMO2 SUMO3 SUPT4H1 SV2A SYN1 SYNGR3 SYP SYT11 TAC1 TAF10 TAF6 TALDO1 TATDN2 TAX1BP1 TBC1D9 TBCB TCEA2 TCEAL1 TCEAL4 TCFL5 TCP1 TCTA TECR THY1 TIMM17B TKT TMED2 TMEM147 TMEM151B TMEM184B TMEM59 TNFSF12 TOMM34 TPI1 TRA2B TRAP1 TRAPPC12 TRIB2 TRIM28 TRIM37 TSC22D4 TSNAX TSPAN7 TSPOAP1 TTC1 TUBA1A TUBA3D TUBA4A TUBB2A TUBB3 TUBB4A TUBB4B TUFM TUSC2 TUSC3 UBA1 UBA2 UBB UBE2E3 UBE2M UCHL1 UNC13B UQCRB UQCRC1 UQCRFS1 UQCRH UQCRQ UROS USP11 UTP14C VDAC3 VIM VPS28 VPS39 VPS51 VPS52 VPS72 VPS8 WBP2 WDR47 WDR7 WIPF2 WSB2 YARS1 YWHAQ ZMAT4 ZNF365 ZNF580 KIM_BIPOLAR_DISORDER_OLIGODENDROCYTE_DENSITY_CORR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_BIPOLAR_DISORDER_OLIGODENDROCYTE_DENSITY_CORR_DN ALDH3B2 ALPK3 ALX1 APOC3 B3GALT5 BMP4 CADM4 CAMP CCIN CCL1 CCL23 CCL7 CD72 CDKL1 CDSN CDX1 CDX2 CGA COL8A1 CRHR2 CRISP3 CRYBB3 CSRP3 CYP2A13 CYP2C18 DBH DTX2 EFNA5 EPHA2 ESR1 FBP2 FGA FSHR FUT7 GABRA3 GPR18 GPR39 GRAP2 GYPE H1-1 HOXC5 HRK HSD11B2 ICOS IFNA6 IL1RAP IL3 IL5 KISS1 LFNG LHB LHCGR LINC00837 LTA MAFK MME MMP11 MSC MSH5 NCR3 ORC1 P2RY11 PAX7 PFKFB4 PITX3 PLA2G1B PMCH PMM2 PRSS8 PYY RAPGEF3 REN S100A8 SBNO2 SCEL SERPINE1 SLC22A13 SLC5A2 SLC7A2 SULT2B1 TNF TOP2A TRPV6 UPK3A WNT11 XRCC3 ZNF157 KIM_BIPOLAR_DISORDER_OLIGODENDROCYTE_DENSITY_CORR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_BIPOLAR_DISORDER_OLIGODENDROCYTE_DENSITY_CORR_UP AARS1 AASDHPPT ABCC5 ABHD14A ACADM ACADVL ACOT13 ACTG1 ACTR1A ACTR1B ADAR ADD1 ADGRB2 ADRM1 AGPAT1 AHCY AHSA1 AKAP11 AKR1A1 AKR1B1 AKT1 ALAS1 ALCAM ALDH2 ALDOA ALDOC ANAPC5 ANKMY2 ANOS1 ANXA6 AP2B1 AP2S1 AP3B2 AP3M2 APEX1 APLP1 APLP2 APOD AREL1 ARF3 ARF5 ARFGAP2 ARFIP2 ARHGEF17 ARHGEF18 ARHGEF2 ARL4A ARMCX2 ARNT2 ARPC2 ARPC3 ASNS ASS1 ATOX1 ATP1A3 ATP2A2 ATP5F1C ATP5MC1 ATP5MC3 ATP5MF ATP5PD ATP5PO ATP6AP1 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0E2 ATP6V1B2 ATP6V1E1 ATP6V1F ATRNL1 AUH B3GAT1 B4GAT1 BAG1 BAG6 BAIAP3 BAP1 BCL2L2 BCL7B BEX4 BIN1 BLCAP BMERB1 BUB3 C1QBP C1orf216 CA11 CABIN1 CACNA1A CACNG3 CALCOCO1 CAMK1G CAMK2B CAMK2G CAMSAP2 CAND2 CANX CAP1 CAPNS1 CBX7 CCK CCND3 CCNI CCT2 CCT3 CCT8 CD200 CD81 CD99 CDC16 CDH18 CDIPT CDK16 CDK2AP1 CDK5 CENPX CETN2 CFL1 CHL1 CHPF CHRDL1 CHST15 CIRBP CLCN6 CLIP3 CLNS1A CLSTN1 CLTA CLTB CNBP CNIH1 COBL COPS5 COPS7A CORO1A CORO2B COX17 COX5A COX6A1 COX6B1 COX6C COX7A2 COX7A2L COX7C CPE CREB3 CRMP1 CRYM CSNK2B CSRNP2 CTBP1 CTCF CUL1 CX3CL1 CX3CR1 CYC1 CYFIP1 CYFIP2 CZIB DAD1 DAZAP2 DCTN1 DCTN3 DCXR DDB1 DDHD2 DDX1 DEGS1 DEK DENND4B DGUOK DHCR24 DNM1 DPY19L2P2 DPYSL2 DRAP1 DRG1 DSTN DTX4 DYNC1H1 ECH1 ECHS1 EEF1A1 EEIG1 EFNB3 EFR3A EHBP1 EID1 EIF2B4 EIF3D EIF3E EIF3F EIF3G EIF3K EIF4B EIF6 ELMO1 ENO1 ENO2 ENSA ENTPD6 EPHB6 EPHX1 EPS15 ERI3 ERP29 EXOC3 FABP7 FADD FAM131A FAN1 FARP1 FARSA FAU FBL FBXL2 FDPS FEZ1 FGFR3 FHL1 FIBP FKBP1A FKBP1B FOXG1 FTL FTO G3BP2 GABARAP GABARAPL2 GABBR1 GABBR2 GARS1 GDI1 GGCT GLDC GLO1 GLRB GLUD1 GMFB GNAI1 GNAS GNB1 GNPAT GNPDA1 GOLGA8A GOT1 GOT2 GPR162 GPX1 GPX4 GRHPR GRINA GRN GSTO1 GYG1 HAGH HDGF HINT1 HIVEP2 HMGN1 HNRNPA3 HNRNPAB HNRNPK HPCA HPCAL1 HRAS HSBP1 HSD17B10 HSP90B1 HSPA12A HSPA2 HTRA1 HYOU1 IDH3B IDI1 IFIT1 IGBP1 IGFBP7 IMP4 INA IP6K1 IRAK1 ISCA1 ISCU ITGAE ITM2A ITPA ITPKA KATNB1 KBTBD11 KCNF1 KDM1A KIAA0513 KIF3C KIFAP3 KIFBP KLHL21 KRT10 LAMTOR5 LANCL1 LARP1 LASP1 LDHB LGALS1 LIPA LMO3 LPCAT4 LPIN2 LRPAP1 LTA4H LYRM9 LZTR1 LZTS3 MACROH2A1 MAGED1 MAN2A2 MAOB MAPK9 MAPT MARCHF2 MARCKS MARCKSL1 ME3 METAP1 MGST3 MICU1 MIF MIR124-1HG MIR9-1HG MKRN1 MLF2 MLH1 MLLT11 MLX MOAP1 MOB4 MPC2 MPP1 MPPED1 MRPL40 MSL1 MTMR6 MXRA7 MYL12B MYL6B MYRIP NACA NAE1 NARS1 NCDN NCL NDEL1 NDRG4 NDUFA1 NDUFA5 NDUFA6 NDUFAB1 NDUFAF3 NDUFB1 NDUFB3 NDUFB5 NDUFB8 NDUFC1 NDUFS3 NDUFS4 NDUFS7 NDUFS8 NDUFV1 NECAB2 NECAP1 NEDD8 NELFE NELL1 NELL2 NFE2L1 NISCH NMNAT2 NNAT NONO NPC2 NPTX1 NPTXR NPY NRDC NSF NSG2 NSUN5P2 NUCB1 NUDT3 OAZ1 OGA OMG OPTN OS9 P4HB PAFAH1B3 PAM PCP4 PDE2A PDHB PDIA3 PDXDC1 PEBP1 PEG10 PEX11B PFDN1 PFDN5 PFKM PFN1 PFN2 PGAP4 PGK1 PGRMC1 PHB2 PHF24 PIN1 PINK1 PIP5K1C PISD PJA2 PKIG PKM PLAAT3 PLCD1 PMM1 PMVK PNMA2 PNPLA6 POLR2E POLR2J PPP1R11 PPP1R16B PPP1R7 PPP2R1A PPP2R2A PPP2R5B PPP6C PRAF2 PRCP PRDX1 PRDX6 PRKAR1A PRNP PRPF8 PRPSAP1 PRRC2B PRSS3 PRUNE2 PSAP PSMA3 PSMA4 PSMB3 PSMB4 PSMB5 PSMB6 PSMC1 PSMC2 PSMC5 PSMD10 PSMD11 PSMD12 PSMD2 PSMD7 PSMD8 PSME1 PSME3 PTDSS1 PTOV1 PTPRK PTPRM PTPRN2 PTPRT PTS PUF60 PUM2 R3HDM2 RAB40B RABAC1 RABGAP1 RAD23B RAN RASA1 RASL10A RCAN2 RELN RGS7 RHOA RIMS3 RNF103 RNF11 RNF187 RNF4 RNF44 RNH1 RPL10A RPL11 RPL12 RPL24 RPL27 RPL29 RPL3 RPL32 RPL35 RPL36AL RPL37 RPL4 RPL41 RPL7 RPL8 RPLP1 RPN1 RPS10 RPS12 RPS13 RPS17 RPS18 RPS19 RPS24 RPS25 RPS27 RPS27A RPS4X RPS6 RRAGA RTCB RTL8C RTN1 RUNDC3A RUNDC3B RUSC1 S100A1 SALL2 SARS1 SCAMP3 SCAP SCG2 SCG5 SCRN1 SDF2 SDHA SEC11A SEC16A SEC61B SELENOW SEM1 SEPTIN2 SEPTIN8 SERPINE2 SERPINI1 SF3B2 SF3B4 SH3BP5 SHOC2 SLC1A4 SLC25A11 SLC25A12 SLC25A3 SLC25A4 SLC25A46 SLC25A6 SLC30A9 SLC6A15 SLC7A5 SLIT1 SLITRK5 SMARCC2 SMARCD3 SNN SNRNP40 SNRPD2 SNRPE SNTA1 SNU13 SOD1 SORL1 SPAG7 SPINT2 SPTBN2 SRI SRP14 SRP19 SRP9 SRSF9 SSR4 SST STARD7 STAU2 STIP1 STK24 STK25 STX1A STX7 STXBP1 SUB1 SUCLG1 SULT1A1 SULT4A1 SUMO1 SUMO2 SUMO3 SV2A SYNGR3 SYP SYT11 TAF10 TAF6 TALDO1 TARBP1 TAX1BP1 TBCB TCEA2 TCEAL1 TCEAL4 TCFL5 TCP1 TCTA TENT4A TFE3 THY1 TIMM17B TIPRL TKT TMBIM6 TMED10 TMEM147 TMEM59 TOMM34 TPGS2 TPI1 TRA2B TRAP1 TRIB2 TRIM28 TRIM37 TSG101 TSNAX TSPAN3 TSPAN7 TSPYL5 TTC1 TUBA4A TUBB2A TUBB3 TUBB4A TUBB4B TUFM TUSC3 UBA1 UBA2 UBB UBC UBE2E3 UCHL1 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRH UQCRQ UROS UTP14C VBP1 VDAC3 VIM VPS28 VPS51 VPS52 VPS72 VPS8 VSNL1 WBP2 WDR7 WIPF2 XPO7 XRCC5 YARS1 YBX1 YIPF1 YWHAQ KIM_GASTRIC_CANCER_CHEMOSENSITIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_GASTRIC_CANCER_CHEMOSENSITIVITY AATK ABCB8 ABO ACVR1B ADAMTS8 ADCY3 ALG3 ANGEL1 ARMC6 B3GAT3 BAIAP2 BARX1 BCL2 BORCS6 CCL17 CFAP410 CHKA CRTC1 CRYBB2 DCAF8 DES DOHH DPAGT1 DTX2P1-UPK3BP1-PMS2P11 ECT2 EHMT2 EIF2B4 ELK4 EPHB1 EPO FABP7 FKBP8 FOXD4 GLYR1 GOLGA8A HEATR6 HHLA1 IFRD2 IL12RB1 IL1R1 ITGB1BP2 KDM4B LDB1 MAPKAPK3 MEF2D MOCS3 MPZL1 MR1 MTARC1 MYL10 MYO7A N4BP2L1 NCAM1 NCR3 NEK9 NENF NIPAL2 NME4 NPAP1 OBP2A OMP PHGDH PLXNB1 PMS2P1 POLG POLR1E POLR2A PPFIA1 PPFIA3 PPP1R12B PPP2R1A PSRC1 RAB27B RAB2A RGR RPL13A SCNN1A SGTA SLC11A2 SLC13A2 SLC26A6 SLCO2B1 SLURP1 SMG1P2 TADA2A TARS2 TMEM151B TMEM8B TNMD TNNI2 TSHZ2 TSR1 UNG WDR55 ZNF219 KIM_GERMINAL_CENTER_T_HELPER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_GERMINAL_CENTER_T_HELPER_DN ACSM2A DHRS3 DUSP8 ELL2 IRS2 OSBP PER1 RAP1GAP2 RORA S1PR1 SPTBN1 ZNF331 KIM_GERMINAL_CENTER_T_HELPER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_GERMINAL_CENTER_T_HELPER_UP ACTR3 AMPD3 ANKRD11 AP1S2 BCL6 CASD1 CD84 CHGB CHI3L2 CPSF2 CREBL2 CXCL13 DNAJB6 EGR2 ERMP1 ETS1 GET1 GIMAP4 GTF2H2C HPRT1 IQGAP1 KLHL6 KSR2 LPP LZTFL1 MAN1A1 MDM4 MFSD6 MYH10 NCKAP1 OSTM1 PAWR PHACTR2 PITPNC1 PON2 POU2AF1 PPP1CC PPP3CB PRKACB PRPF38B PTPN14 PUDP PWAR5 RESF1 RUFY1 SH2D1A SLC25A46 SLC35F5 ST8SIA4 STAMBP STAT1 STAU2 STK39 TBC1D4 TEFM TMBIM4 TMEM64 TOX UBTD2 UTP3 WDR11 ZMAT3 ZNF518A ZNF638 KIM_GLIS2_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_GLIS2_TARGETS_DN BFAR DNASE1 GZMA PPBP SMARCA2 STRADB KIM_GLIS2_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_GLIS2_TARGETS_UP ADAM8 ADAMTS2 AIF1 ANGPTL4 BBC3 BCL2A1 BOK C3 CASP4 CCL23 CCL5 CCL8 CCN2 CCR2 CD74 CDCA3 CFH CIDEC CMTM3 COL14A1 COL15A1 COL18A1 COL1A1 COL1A2 COL3A1 COL4A1 CX3CL1 CXCL10 CXCL12 CXCL14 DCN DPT EFEMP2 FBN1 FCER1G FCGR2A HLA-DMA HLA-DMB HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB5 HLA-G ICAM1 IFITM3 IGFBP2 IGLV8-61 IGSF10 IRF1 ISG15 LAD1 LILRB3 LSP1 LTB LTBP2 LUM MATN2 MFAP2 MFAP4 MGP MMP14 NID1 OGN OSMR PDGFRA PDGFRL PF4 POSTN PSMB8 PSMB9 PYCARD S100A4 S100A6 SERPINE1 SOCS3 SPARC SPARCL1 SPON1 SYCP1 TGFBI TGFBR2 TLR2 TNFSF13B TSC22D1 VCAM1 VIM KIM_HYPOXIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_HYPOXIA ALDOA ALDOC AMPD3 ANGPTL4 BACH1 BNIP3L ENO2 F3 GYS1 JUN LDHA PDLIM4 PFKP PLIN2 SLC2A1 TPI1 VEGFA KIM_LIVER_CANCER_POOR_SURVIVAL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_LIVER_CANCER_POOR_SURVIVAL_DN ACSL5 ADH1B ADH6 APOC3 AQP9 BPHL C1orf115 C4BPB CDO1 CHI3L1 COBLL1 CRAT CRYL1 CYB5A CYP27A1 CYP2J2 CYP4F12 EPHX2 F10 F5 GJB1 GPHN HNF4A IQGAP2 ITPR2 KHK LECT2 MST1 MTSS1 PAH PKLR PLG RGN RNASE4 SERPINA10 SERPINC1 SERPINF2 SFTPC SLC22A7 SLC2A2 SLC30A1 SULT2A1 TBX3 KIM_LIVER_CANCER_POOR_SURVIVAL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_LIVER_CANCER_POOR_SURVIVAL_UP ALDOA ARPC2 CTSC CXCR4 DDIT4 ETV5 F3 IGFBP3 IQGAP1 JPT1 LAMB1 PFKFB3 PKM PLOD2 PPT1 RALA RGS1 RGS2 SLC38A1 SPHK1 TM4SF1 TSPAN3 KIM_LRRC3B_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_LRRC3B_TARGETS B2M C9 CCL5 CD59 CD74 CXCL1 CXCL9 EEF1A1 EIF3E FTH1 GM2A HLA-A HLA-B HLA-C HLA-DPB1 HLA-DQB1 HLA-DRB1 HLA-E IFI16 IFI27 IFI44 IFIT1 IFITM2 ISG15 LYZ OAS2 PSME2 SERPINA1 TAP1 TAPBP KIM_MYCL1_AMPLIFICATION_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_MYCL1_AMPLIFICATION_TARGETS_DN AHNAK ALG14 ANLN CMTM6 CNTRL FKBP9 GRHL2 GSTM4 KIF3B MIR9-1HG MT1X NRAS OAT PBX4 PHTF1 RHPN2 RUNX1 SIMC1P1 UACA VANGL1 KIM_MYCL1_AMPLIFICATION_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_MYCL1_AMPLIFICATION_TARGETS_UP CD19 CDK5R1 CNRIP1 FAM13C GPR27 HPCAL4 INKA2 KCND2 MYCL NDRG4 NEFL NELL2 PRSS12 RHOBTB3 KIM_MYCN_AMPLIFICATION_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_MYCN_AMPLIFICATION_TARGETS_DN ADCY2 AKAP12 AKTIP APOBEC3B ARID1B ARID4B ASTE1 ATL3 ATP11B B4GALT4 BARD1 BEST3 BMI1 CAMK1D CCDC14 CCDC191 CCNL1 CD164 CEP162 CEP70 CFAP70 CFLAR COL1A1 CPNE2 CRP DCN DNAJC10 DZIP3 EPAS1 EPB41L5 FAHD2A FAM107B FAM111A FAM43A FCGRT FN1 GCA GOLGB1 GOLT1B GRB7 HMG20B HSD3B7 ILDR2 INPPL1 INSR IRX3 ITGB8 KIAA0753 KIN KLF5 KRT7 LINC00339 LINC01278 LINC01963 LIPG LMO7 LMOD3 MAGED4 MAP3K7 MFSD1 MICAL1 MIR22HG MORN2 MYLK NDRG1 NET1 NKX2-1 NME5 OPTN PDCL3 PEG10 PIK3CD PLEKHA2 PLEKHA5 PLEKHG1 PPP2R3A PTPRM PXDN RASA2 RECQL RORA RPS6KC1 SAYSD1 SLC24A1 SLC34A2 SLC35A5 SLITRK6 SULF1 TFDP2 TIMMDC1 TMBIM4 TMEM19 TMEM87B TMEM98 TTC39B TUSC3 USF3 WASHC3 WWOX XRN1 YES1 ZDHHC23 ZNF595 ZNF681 ZNF738 ZNF844 ZNF93 KIM_MYCN_AMPLIFICATION_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_MYCN_AMPLIFICATION_TARGETS_UP ABCA8 ADARB1 ADCY9 AKR1B1 ANGPTL2 AP1S2 APH1A BCAT1 BTC CA13 CAMK4 CDR1 CLPS CLYBL COMP CREB3L4 DDX1 DGKZ DICER1 DIO3 DIPK1B DRD2 ENO1 ERBB3 ETFA F11 FAM241A FAM81A FANCC FCER1A GNAZ GPR27 GREM1 GRK3 HADH HIGD1A HS6ST3 HSPA4L HYPK IER5 IMP4 INSL3 IRAG2 KLHDC7A L3MBTL4 LILRA1 LRP4 MACF1 MIR17HG MMRN1 MNX1 MYCN MYO1E NECAB1 NME1 NMNAT2 P2RY1 PAG1 PDE2A PDZRN3 PHKA1 PITX2 POP1 PPM1K PRDX4 PRRG1 PRSS12 PTDSS1 RAB33A RARG RGL1 RPIA RPP25 SCFD2 SESN3 SFI1 SHC3 SLC1A2 SLC25A33 SLC44A1 SLC6A15 ST8SIA1 STAMBPL1 STK39 SYNPO TENM2 TSHZ1 TUB UCK2 UNG ZDHHC2 ZNRF3 ZSWIM6 KIM_MYC_AMPLIFICATION_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_MYC_AMPLIFICATION_TARGETS_DN ADAMTS18 ATCAY ATL3 ATP2B4 BCL2 CAPN1 CCDC146 CCDC171 CCDC191 CDH1 CEBPD CFB CFLAR CLEC2D CNTLN COA6 CTNNA1 CYRIA DCLK1 DNER DPYSL3 ELF3 ELOVL7 ERO1B ETV6 EXO5 F11R FAM111A FNBP1L GAB2 GAS2L3 GCA GRHL2 GRP HEATR1 HECTD4 HMG20B HS2ST1 IFIH1 IL17RB IL17RD ILDR2 KCNMB2 KIAA2026 KIF13B KIRREL3 KITLG KLF5 LAMP1 LCA5 LGALS8 LPP MARVELD2 MYO6 NEBL NFATC2 NKX2-1 NUCB2 OPTN PATJ PAXIP1 PIF1 PLEKHA2 PLEKHG1 PLXNA2 PPCS PRUNE2 PTPRN2 RAB3B RASSF6 RIGI RIMKLB RMST RNF19A RNF38 RORA SCNN1A SHROOM3 SORBS2 SPAG1 SPAG6 TBPL1 TCF19 TMBIM4 TMEM67 TTC39B XRRA1 ZMAT4 ZNF292 ZNF347 ZNF415 ZNF43 ZNF468 ZNF818P ZNF83 ZNF880 ZNF93 ZSWIM6 KIM_MYC_AMPLIFICATION_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_MYC_AMPLIFICATION_TARGETS_UP ABCC3 ACLY ADARB1 AGL AIFM1 AKAP13 AKR1B1 ALDH3A2 ALOX5AP ANGPTL2 ANKRD55 AP5M1 AQP3 ARHGEF6 ARL6IP5 ATP2B2 ATP5F1B BLMH C1QTNF1 CA12 CCL26 CD163L1 CDKAL1 CEP152 CHGB CHN1 CITED4 CLIP4 CNTN1 COX6B1 COX7B CTNNAL1 CX3CR1 CYCS CYP7B1 DACH1 DAG1 DAP3 DDX18 DDX21 DGKZ DHX33 DIPK1B DKC1 DLEU1 DRG1 EBPL EEF1E1 EEF2K EGFLAM EIF2S2 EIF3J ENO1 EPB41L4B ETFA FAM216A FAM241A FAM89A FARSB FASTKD1 FBL FUT4 GAB1 GALK2 GATD3 GATM GOT2 GPATCH4 GPI HPRT1 HS3ST4 HSD17B12 HSPD1 IDH3A IGSF11 IRF2 ITGA4 KARS1 KCNQ3 KCNS1 KLHL29 LAMB1 LAT LDHB LEO1 LNP1 LRPPRC LRRC28 LRRK2 LTF LYAR LYPLA1 LYRM1 MAGI1 MAK16 MCC MCTS1 MIR17HG MIR503HG MRPL13 MRPL36 MRPL50 MRPS2 MRPS23 MRPS33 MRPS34 MXI1 MYC MYCBP2 NAA30 NALF2 NCL NDUFAF2 NDUFS1 NEFL NEFM NEK3 NEUROD4 NHLH1 NIFK NIP7 NME1 NME2 NMNAT2 NOB1 NOP56 NRP2 NUDT11 ODC1 OLIG2 PAICS PARK7 PCLAF PCOLCE2 PDHA1 PDLIM3 PDPN PEMT PFAS PGM2 PGRMC1 PHKA1 PNP POLR3K PPAT PPP1R17 PRDX6 PRMT6 PRPS1 PRRG1 PSMG1 PUS7 PVT1 RAB3C RAB8B RABEPK RAPGEF5 RGS10 RHOB RIN2 RIOX2 RPL11 RPL12 RPL18A RPL5 RPS15A RPS23 RPS27L RPS4X RPSA RRP1B RRP9 RSL24D1 SACS SELENOI SEMA6A SGCD SHC3 SLC16A1 SLC19A2 SLC25A39 SLC25A5 SLC39A10 SLC6A15 SLC7A5P1 SPINK5 SSB SSBP1 ST6GALNAC2 SUCLG1 TIPIN TMEM38B TMEM64 TRMT10C TTC7B UTP4 VEGFD VRK1 WDR3 WDR41 XIST XPC KIM_PTEN_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_PTEN_TARGETS_DN MGA PTEN RBM4 RIT2 ZNF574 KIM_PTEN_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_PTEN_TARGETS_UP APBB2 CDKN1A CLPB CPA4 FAM162A GALNT10 GDF15 GPM6A HSPA4L IFI44 LPAR1 PLAU PLD1 PLP1 RCHY1 SKAP2 SLC7A11 TIGAR KIM_RESPONSE_TO_TSA_AND_DECITABINE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_RESPONSE_TO_TSA_AND_DECITABINE_DN BCL2L10 CA5BP1 FAM120A GSK3A HFE MED27 PACSIN3 RPL10 SUCLG2 TMEM63A KIM_RESPONSE_TO_TSA_AND_DECITABINE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_RESPONSE_TO_TSA_AND_DECITABINE_UP ADIRF AOPEP AQP3 ARL14 ATF3 BIK CABYR CCN5 CD70 CDA CDCP1 CDKN1A CDO1 CLDN7 CLIC3 CLU CNN1 COL3A1 COLEC11 CSPG5 CST6 CXADR CYP24A1 CYP3A5 DAZL DBNDD2 DNAJB9 DNALI1 F2RL1 FAAH FADS3 FAM169A FAM242F FAM50B FBXO2 FGD6 FKBP1B FUCA1 GCHFR GDF15 H2AB3 H2AC18 H2BC4 H2BC5 H3C4 HCLS1 HNF4G HSD17B1 HSD17B6 HSPA2 HTATIP2 HYAL1 ICAM2 IFI27 IFI30 IGKC IL18 IL1R2 IL1RAP IL24 IRF7 ISG20 ISYNA1 IZUMO4 JPT1 KCNV2 KRT17 KRT19 KRT23 KRT7 KRT86 LAMB3 LAMC2 LGMN LXN MAGEA4 MAGEA9 MAGEB1 MAGEB2 MAP1LC3B MAP7 MUC1 MUC13 MYO5C NDUFA2 NEFL NEFM NINJ2 NMB NR1I2 NXT2 PAGE1 PARD6A PDE2A PECAM1 PLAAT3 PLIN2 PPL RHOF RNASET2 RND2 RPP25 S100A2 S100A3 S100P SAP25 SAT1 SERPINF1 SERPINI1 SFN SLC25A31 SLC27A2 SLC6A8 SMPD3 SST SSX1 SSX2 SSX3 SSX4 STAG3 TAC1 TACSTD2 TES TFDP3 TGM2 TM7SF2 TNXA TOB1 TPD52L1 TRIM58 TSGA10 TSPAN1 TSPYL5 TTC39A VAMP8 XAGE1B KIM_TIAL1_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_TIAL1_TARGETS ADGRG1 ADSL ARF3 BDH1 CHEK1 COX10 COX4I1 CSTB DPYD ELOVL6 F11R FGL1 H3-3B LAMA5 MACROH2A2 MAD1L1 ME2 MT1H MVD NOP10 NSMCE1 OS9 PLSCR3 RPL5 SHMT2 SMARCE1 SNRPD3 SNRPF TGFB1I1 UBE2C WIPF1 KIM_WT1_TARGETS_12HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_WT1_TARGETS_12HR_DN ACKR3 ACOT2 ADK AEN AIMP1 AMH AMIGO2 ANKRD55 ANP32A APBB2 ARFRP1 ARHGEF40 ARMC8 ASB1 ASPH ATF1 BAZ2B BBS4 BCL2A1 BDNF BMAL2 C11orf68 CALD1 CAMK2N1 CASP4 CBX3 CCN1 CCN2 CCND1 CCNE2 CD163 CD44 CDK5R1 CDV3 CEACAM7 CGB3 CHP1 CLCC1 CLN5 CORO1C CORO2B COX7A2 CRIM1 CTBP2 CTNNA1 CUL4A CYP24A1 DBF4 DDX18 DEDD DLC1 DNAAF1 DUSP1 DUSP7 EGFR ELF5 ELK3 ESM1 ETS1 EXT1 EZR FAM3C FBXL6 FEN1 FLRT2 FOXD1 FXN GADD45B GLS GNL3 GP1BB GPRC5A GRSF1 GTF2F2 HAPLN1 HERPUD1 HMGA2 HNRNPAB HOXA10 HRC IGF2BP3 IGFBP7 IGSF3 IL18 IL2RB INHBA ITGBL1 JPT1 KBTBD11 KITLG KLHL23 LAMB1 LAMC2 LAT2 LIMCH1 LRP8 LSM4 LSM5 MAGOH MAN2A1 MANF MAP4K5 MCL1 METTL13 MIR3648-1 MOB1A MRPL13 MRPL19 MSANTD2 MTAP MYBBP1A MYC NADK NAP1L1 NDUFC2 NEDD9 NF2 NFKB1 NNMT NOLC1 NOP16 NOP56 NR2F2 NRG1 NSDHL OGFR OLR1 PALM2AKAP2 PCLO PDF PFDN2 PLAC8 PLEK2 PLK2 PLOD2 PLSCR1 PMEPA1 PNN POGK POLR2D POLR3E POLR3K PPIG PPP1CB PTPN11 PTPN7 PUS1 RAP1A RAP2C RBFA RBM14 RBM25 REXO2 RFTN1 RHOBTB3 RHOG RIMS2 RIOX2 RMND5B RND3 RPL29P7 RPL7P27 RPS2 RPS6 RRS1 RWDD1 SCG5 SDHB SEMA3C SFSWAP SMAD7 SMAGP SMUG1 SMURF2 SOD2 SPTLC2 SRSF2 SRSF7 SSH1 ST6GALNAC5 STEAP1 SYNCRIP SYNGR2 SZRD1 TADA2A TAF1D TCP11L1 TFB2M TGFBR2 THBS1 TIMM13 TMC5 TMED2 TMEM45A TMPO TNFAIP1 TP53TG1 TRA2B TRIAP1 TSR3 TUBB2A TUFT1 UCHL3 VMP1 WASL WNT5B YTHDF2 YY1AP1 ZAP70 ZBED4 ZC3H15 ZFAND5 ZFP36L1 ZFP69B ZNF148 ZNF217 KIM_WT1_TARGETS_12HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_WT1_TARGETS_12HR_UP AAK1 ABAT ACSL1 ADGRG1 ADM ADORA1 AMPD2 AQP1 AREG ARHGDIA ATP1B1 ATP2B4 ATP9A BAK1 BHLHE41 BLCAP BTN3A3 C1orf116 CA12 CALCOCO1 CASK CDC42EP3 CDC42EP4 CDR2L CHRNA1 CHRNA3 COPB1 CREB3L1 CREB3L2 CRY1 CS CSDC2 CSF1 CSPG4 CX3CL1 CXCL14 DAB2 DDIT4 DDR1 DLGAP5 DNAJB1 DOK4 ENDOD1 ENO2 EPOR EPS8 FERMT2 FGF1 FGFR1 FGFR3 FHOD1 FZD7 GDF15 GFPT1 GGT1 GLI2 GPR183 GRB10 HBEGF HEG1 HHLA3 HNRNPL HSPA12A HSPA1A HSPA1B HSPA6 HSPH1 HTRA1 ID4 IFIT1 IL10RB IL11 IL1RAP ITGB5 JUNB KCNK1 KIF3C KIF5B KLF9 LBH LGR4 LRP4 MED13L MICALL1 MN1 MSX1 MTDH MTUS1 MYBL1 MYCN MYL9 MYLK MYO18A MYOF NFAT5 NOX4 NPPB NYNRIN OGA OXR1 P4HA1 P4HA2 PCDHGC3 PDGFRA PEA15 PIK3R3 PJA2 PLAT PLAU PLCD1 PLEKHO1 PODXL PPP3CA PRKCH PSD3 PTPN20 RAB13 RASSF7 RBFOX2 RHOQ RIPOR1 RUNDC3B SCNN1D SEPTIN9 SERPINE1 SERPINH1 SH3BP5 SLC10A3 SLC17A7 SLC20A1 SLC35G2 SMAD3 SNAI2 SON SOX9 SRSF6 ST8SIA1 SUPT6H SYNC TAF6L TBC1D2 TBX3 THY1 TIMP3 TLE3 TLN2 TM4SF1 TMEM255A TMPRSS3 TNFRSF11B TNS3 TPST2 TRIB2 TUBA4A TULP3 UBE2J1 ULBP2 VPS37B WT1 YPEL5 ZCCHC24 ZMIZ1 ZMYND8 ZNF395 ZNF702P ZSCAN31 KIM_WT1_TARGETS_8HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_WT1_TARGETS_8HR_DN ACBD3 ACKR3 AGPS AMIGO2 ANP32A AP1S1 APBB2 APOF ASIP ASPH ATXN7 AURKB BAD BAZ2B BOLA2 BRDT CALD1 CASP1 CCN2 CD24P2 CDKN1C CENPF CHP1 CITED2 CR1 CSNK1G3 DACT1 DLST EDF1 EHMT2 ELK4 ERF EXTL3 F2RL1 FCF1 FJX1 FST FZD2 GATD3 GGCX GP2 GPRC5A GTF2F2 HIGD2A HMGCS1 HNRNPR HPS4 HUS1 ID1 IGF2BP3 IL18 ITGA2B ITPK1 KLRG1 KRT3 KYNU LAX1 LILRA2 LOX LRRC19 LSM14B LSM4 MAB21L1 MANF MGAM2 MIA MID1 MIR3648-1 MSH5 MSR1 NDUFA1 NDUFS6 NEAT1 NELFA NFATC3 NFYA NNMT NRG1 OGFR PAPOLA PCCA PCLO PGAP1 PIMREG PLAC8 PLK2 PPFIA3 PSPH RAB29 RBM12B-AS1 RET REXO2 RGS17 RGS7 RHOBTB3 RHOT2 RPL10 RPS9 SEMA3C SEMG1 SIVA1 SIX6 SLC11A2 SMAD4 SOD2 SPINK1 SPOCK2 SPTLC2 SRRT ST6GALNAC5 STK17A TBCB TESMIN TGFB2 TMEM14B TMPO TSR3 TSSK2 TUFT1 ULK2 WNT8B YY1AP1 ZAP70 ZDHHC11 ZNF302 ZNF514 KIM_WT1_TARGETS_8HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_WT1_TARGETS_8HR_UP ABAT ABHD3 ACTN1 ADAM19 ADM AFF1 AHCYL1 ARC AREG ARHGDIA ATP1A2 ATP2B1 ATP9A B4GALT6 BAIAP2 BCL2A1 BMPR2 BTG3 CA12 CARM1 CBFB CDR2L CHST3 CREB3L1 CSDC2 CSF1 CSPG4 CX3CL1 DAB2 DARS1 DICER1 DLX2 DNAJB1 DNAJB4 DNAJB5 DOK4 DOK5 DPEP3 DUSP7 EIF5A EMP1 ENO2 EREG ERGIC2 FGF1 FGFR1 FHOD1 FOSL1 GEM GFPT2 GLRX GOLIM4 GRB10 GTPBP1 HBEGF HIPK1 HMGA1 HNRNPL HNRNPUL1 HSP90AA1 HSPA1A HSPA1B HSPA6 HSPH1 ID4 IL11 IL1RAP IL4R IL6ST IVNS1ABP JUN JUNB KHSRP KLF10 KPNA6 LAMB3 LEPROT LYN MAFF MAP2K3 MARK4 METAP2 MICALL1 MKNK2 MTMR1 NAA15 NBL1 NLK NPIPB3 PA2G4 PCDH7 PDE10A PDGFC PDLIM4 PEA15 PEG3 PHLDA2 PIAS2 PIK3CD PIM1 PLAUR PLEC PLEKHO1 PLXND1 PODXL POM121 PPP3CA PRKCD PTHLH PURA QKI RAB14 RAB40B RBM8A RGPD5 RGS4 RHOF RHOQ RIPOR1 RLF RSL1D1 RYBP SEL1L SERPINE1 SERPINH1 SERTAD2 SET SFN SH3BP5 SIRPA SLC20A1 SLC35G2 SLC7A1 SNAI2 SNAP23 SON SOX9 SPEN SPHK1 SPRED2 SRP72 SRSF6 ST3GAL1 STRN4 SUPT6H SWAP70 SYNE1 SYNJ2 TBC1D2 TGFB1I1 TIMP3 TM4SF1 TNS1 TOP1 TPBG TPST2 TRIB1 TUBA4A ULBP2 WSB1 WT1 WWP1 WWTR1 ZC3HAV1 ZMIZ1 ZMYM6 ZYX KIM_WT1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_WT1_TARGETS_DN AASDHPPT ABCD3 ACAP2 ACKR3 ACOXL ACTR2 ACTR6 ACYP1 ADSS2 AGAP1 AKAP1 ANKRD12 APAF1 APEH APOE APPBP2 ARL4A ARL4C ARL6IP1 ARMC1 ARMCX1 ARMCX2 ARMCX6 ASAH1 ASCC3 ASF1A ASNS ASPM ATF2 ATP10D ATP5MC2P1 ATP6AP2 AURKA AURKB BAD BAG2 BARD1 BAZ2B BCL2L1 BDNF BECN1 BHLHE41 BICRAL BMP4 BMP5 BMPR1A BRD8 BRWD1 BUB1 BUB1B BUB3 C17orf75 C1orf109 C2CD5 C7orf25 CAPN7 CCDC85B CCNA2 CCND1 CCNF CCNG2 CD24P2 CDC14A CDC20 CDC40 CDC42EP3 CDC7 CDCA3 CDCA8 CDK1 CDK10 CDK2AP2 CDK5R1 CDK8 CDKN1B CENPA CENPC CENPE CENPF CENPI CEP350 CEP55 CEP57 CEP76 CETN3 CHMP5 CITED2 CKAP2 CKLF CKS2 COL1A1 COPS5 CPOX CPT1B CREM CRKL CRYGS CTCF CTR9 CUL4A CYP24A1 DAAM1 DBF4 DDIT4 DENND4C DERA DERL2 DGCR2 DLC1 DLEU1 DLGAP5 DNAAF2 DNAJB1 DNAJB4 DNAJB6 DNPH1 DPF2 DPYSL2 DRAP1 E2F5 EDF1 EFHC1 EID1 EIF2AK3 EIF4EBP1 ELOVL1 ELOVL6 ESM1 ESPL1 ESS2 F2RL1 FAAP24 FAM106A FAM111A FAM149B1 FAM200C FARSA FASTKD1 FBXL18 FCF1 FGD6 FLRT2 FNBP4 FUBP1 FUBP3 FXR1 FZD2 GADD45B GADD45GIP1 GAS2L1 GEMIN2 GJA1 GLRB GLS GLT8D1 GMNN GNAI1 GOLGA8G GOLPH3L GPALPP1 GPSM2 GRK5 GRSF1 GSTK1 GTF2H5 GTF2I GTSE1 H2AZ2 H2BC12L H2BC6 HADH HAPLN1 HBP1 HEMK1 HES1 HIKESHI HJURP HMGB2 HMGN5 HNRNPC HOXA9 HOXB13 HOXB6 HSD17B11 HSPA13 HSPA1A HSPA1B HSPA5 HTATIP2 HYAL4 ID1 ID2 IFI16 IFIT1 IFT74 IGF2BP3 IMP3 INTS13 IQSEC2 IRF2 IRS1 ITGA4 ITGB1 ITGBL1 KANSL2 KCNJ12 KDM3A KHDC4 KIF11 KIF14 KIF18A KIF20A KIF22 KIF23 KIF2C KLHDC10 KLHL2 KRT10 LAGE3 LAMB1 LAMTOR5 LARP4 LGR4 LIAS LIN37 LIPT1 LMO4 LSM2 LSM4 LSM5 LUM MAD2L1 MAGOH MAGT1 MANF MAP4K3 MAP4K5 MAPK14 MARCO MARS1 MBNL2 MDM1 MED21 MEPCE METTL3 MGAM MGAT2 MIR3648-1 MIS18BP1 MNS1 MOCS1 MPHOSPH9 MRPL13 MRPL19 MRPL34 MRPS18B MSH5 MTAP MYBL1 MYG1 MZT2B NAA40 NBN NBR1 NCAPG NCOA2 NDC1 NDC80 NDUFA4 NDUFA5 NEAT1 NEK2 NELFA NET1 NFATC3 NFYB NIF3L1 NKTR NMT2 NOX1 NR2F2 NRG1 NRP1 NUAK1 NUDT6 NUSAP1 OARD1 OIP5 ORC5 OXA1L PAPOLA PARG PARP2 PCGF1 PCNX4 PDE4DIP PDF PER3 PERP PEX10 PGGHG PHF3 PI4KB PIGF PIK3R3 PIKFYVE PILRB PIMREG PITX2 PKP4 PLA2G12A PLA2G4A PLAGL1 PLK2 PLOD2 PMAIP1 PMS1 POLD4 POLR2D POP5 PPIG PPM1A PPM1B PPM1D PPP2R5C PPWD1 PRDX2 PRIM2 PRMT7 PRPF31 PRPF40A PRR16 PSMC3 PSPH PSRC1 PTCD3 PTK6 RAB29 RAB6A RABGGTB RACGAP1 RAD21 RAD50 RAD51AP1 RAD51C RANBP6 RANGAP1 RAP2B RAPGEF2 RBM25 RCOR3 RDH11 REPIN1 REV1 REV3L RFC2 RHOBTB1 RIN2 RMDN1 RPL36 RPS25 RPS4XP3 RPS9 RSAD1 RSBN1 RSRP1 RWDD3 SAC3D1 SCRT1 SDF2L1 SDF4 SDHAF3 SEC22B SEC24D SEMA3C SERF2 SERP1 SFTPC SGK3 SGMS1 SHCBP1 SHH SHMT2 SIRT1 SKP2 SLC25A46 SLC26A2 SLC33A1 SLC38A2 SLC38A6 SLC5A3 SLF2 SMC3 SMURF2 SNAPC1 SNRPA1 SNTB2 SOAT1 SOD2 SPN SPTSSA SRSF10 SRSF11 ST6GALNAC5 STAM STIP1 STK17B SUGP2 TAF5 TBC1D31 TBC1D9 TBPL1 TBRG4 TCAF1 TCF7L2 TECR TFAP2C TGFB2 TGIF1 THAP11 THOC7 TIA1 TIAL1 TM2D3 TMEM120B TMEM160 TMEM165 TMEM267 TMPO TNFAIP8 TOB1 TOB2 TOP2A TPRA1 TPTE TRAM2 TRIM25 TRIM27 TRIM5 TRMT1L TRMU TST TTF2 TTK TUBGCP3 TUFT1 UBBP2 UBE2G1 UPF3A USP33 VAMP4 VPS13C WDR13 WIPI1 WSB1 XYLT1 YEATS2 ZBED5 ZBTB18 ZBTB20 ZCCHC2 ZCCHC8 ZFP64 ZMYM1 ZMYND8 ZNF184 ZNF205 ZNF292 ZNF302 ZNF34 ZNHIT1 ZZZ3 KIM_WT1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_WT1_TARGETS_UP ABHD10 ACTB ACTG1 ACTN1 AKAP12 APP ARAP2 ARC AREG ARHGAP29 ARID5B ATG101 ATP13A3 ATP1B1 ATP2B1 B3GNT2 BAHD1 BAIAP2 BAZ1A BAZ2A BBS4 BHLHE40 BIN3 BMPR2 C1orf56 C3orf52 CA2 CALD1 CAPRIN2 CARD10 CBFB CCL2 CCN1 CCNE2 CD44 CD83 CDC42SE1 CDH2 CDK17 CERS6 CHD7 CHST3 COBL CSDC2 CSF1 CSNK1D CSPG4 CSRNP2 CX3CL1 CXCL8 CYP51A1 DAPK3 DNAJB5 DNMBP DOK5 DUSP5 EGR1 ENC1 ENO2 EPHA2 EREG ETS1 EVI2B F3 FERMT2 FGF1 FGF5 FHL2 FLNC FN3KRP FOSL1 FOSL2 FOXC1 FOXD1 GEM GFPT2 GLIPR1 GLS GRB10 GTF2IRD1 HBEGF HMGA1 HMGA2 HMGCS1 HNRNPL HPGDS IER2 IER3 IFNGR2 IGF2 IL11 IL1RAP IL2RA IL4R IMPA1 INHBA IQCG ITPKC JUNB KCNK1 KCTD5 KDM6B KLF10 KLF9 KRT17 LAMB3 LBH LEF1 LIF LITAF LPAR1 MAFF MAP2K3 MAP3K9 MAPK1IP1L MBP MSH6 MTMR1 MYC MYH10 MYO1E NAB1 NFATC1 NFKB1 NFKB2 NFKBIA NFKBIE NPC1 NR3C1 NR4A1 OTUD4 PCDH7 PDE10A PDGFA PDGFRA PDLIM4 PDLIM5 PHLDA2 PHLPP2 PITPNB PLAUR PLEKHG3 PMM2 PRKCD PRKCI PRR5 PTHLH PTPRE PTX3 RAB15 RAB40B RAI14 RARA RCOR1 RELB RGPD5 RGS4 RND3 RRAS2 SDC4 SENP5 SERPINE1 SF1 SFN SGK1 SH2B2 SH2B3 SH3BP5 SHB SLC20A1 SLC35G2 SLC7A1 SLPI SMAD3 SMCO4 SNAI2 SOWAHC SOX9 SPATA2L SPHK1 SPRED2 SPRR1B SPRY2 SRF SRSF5 SRSF6 ST3GAL1 ST3GAL5 SYDE1 SYNJ2 TBX3 TET3 THBS1 TIAM1 TIMP3 TM4SF1 TMC6 TNFAIP1 TNFAIP3 TNFRSF12A TNS1 TNS3 TPBG TRAF3 TRGC1 TRIB1 TRIO UCP2 UTP3 VCL WT1 WWTR1 ZEB1 ZFP36L1 ZMIZ1 ZNF365 ZYX KINNEY_DNMT1_METHYLATION_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KINNEY_DNMT1_METHYLATION_TARGETS ABCA15P APLNR ERVFRD-1 FFAR3 HAL MC4R MYOG NMS PRPH2 SLC12A3 SLC1A7 SOHLH2 SSTR5 SYCP2 URAD KINSEY_TARGETS_OF_EWSR1_FLII_FUSION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KINSEY_TARGETS_OF_EWSR1_FLII_FUSION_DN A2M AAMDC ABAT ADAMTS5 ADM AFF1 AJUBA AKR1C1 AKR1C3 ALDH1A1 AMIGO2 AMOTL2 ANGPT1 ANGPTL2 ANKRD6 AP5Z1 ARHGAP29 ARID5B ATG2A ATOH8 ATOSB ATP2B1 ATP2B1-AS1 BAIAP2 BCL9L BLCAP BOC BOD1L1 BTG1 C11orf96 C1orf54 C4orf3 C4orf48 CAMK2D CARD6 CCDC80 CCN1 CCN3 CCS CD59 CDC42EP4 CDON CEP164 CHPF CLEC2B CLIP3 COL1A1 COL3A1 COL5A1 COL5A2 COL7A1 COLEC12 CRABP1 CREB3L1 CRYBG3 CSRNP1 CST3 CTSD CYP20A1 CYP26B1 CYTH2 DAB2 DACT3 DAPL1 DCLK1 DDAH1 DISP1 DKK1 DLC1 DLX1 DLX2 DOK4 DOK5 DPP7 DR1 DSEL DST EBF1 ECE1 EFNA1 ELP2 EMCN ENPP2 EPHA3 EYA1 FAM131B-AS2 FAT3 FBN1 FBXL20 FKBP9 FLNB FMNL2 FN1 FNDC3B FOXC1 FOXN3 FOXO1 FRMD4A FRMD6 FSTL1 FZD1 G6PC3 GAB2 GEM GJA3 GMPPA GNAI1 GNAS GNS GOLGA2 GPNMB GRN GSN GULP1 H2AC18 H2AC25 H2AC6 H2BC21 H3C10 HBP1 HDAC5 HES1 HEXA HLA-E HMCN1 HOXB13 IER3 IER5L IGDCC4 IGF2BP2 IGFBP5 IGFBP7 IGFBPL1 IL11RA IL13RA1 IL17RD INAFM2 ING4 ISG15 ITM2C JAKMIP2 KCNMB4 KIAA1217 KIF26B KLF2 KLF7 KLHDC8B KLHL24 KLHL41 LAMA4 LAMB2 LAMC1 LDOC1 LGALS3BP LIMA1 LIMCH1 LINC00963 LINC02593 LINC02986 LMNA LMO2 LMO3 LMO7 LNPEP LOX LPAR6 LRP10 LRRC17 LRRFIP1 LRRN3 LSP1P5 LTBP3 LZTS3 MAGED1 MAGED4B MALAT1 MAN2A1 MAN2B2 MAP1LC3A MAP1LC3B MAP2 MAP2K5 MARCKS MB21D2 MEF2C MEF2D METRNL MFSD10 MFSD6 MGP MIR1245A MIR214 MIRLET7BHG MKNK2 MLC1 MLLT3 MMP24OS MSH3 MSRB2 MTURN MVP MXD1 MXD4 MXRA8 MYL5 MYLIP MYOM1 NAP1L1 NBL1 NCOR2 NEU1 NFIA NFKBIZ NLRP1 NPC2 NT5E NUAK1 NUDT17 NYNRIN ORAI2 ORAI3 OSR2 OXR1 PAPSS2 PARVA PBXIP1 PCDH18 PDCD4 PDP1 PHLDB1 PID1 PIK3R2 PLAU PLEKHJ1 PLG POSTN PPP1R9A PRND PRSS23 PSAP PTH1R PTX3 PXDC1 QSOX1 RBM41 RBMS3 RETREG2 RGS3 RGS5 RHOB RHOBTB1 RILPL2 RIN2 RNF150 RORB RPRM S100A10 SAT1 SATB1 SECISBP2L SELENBP1 SELENOP SEPTIN6 SEZ6L2 SGSH SHISA2 SIDT2 SIPA1L2 SLC20A2 SLC26A7 SLC35C2 SLC35D2 SLC38A7 SLC40A1 SLFN5 SMAD6 SMOX SNAPC4 SOX4 SPARC SPARCL1 SPHK1 SPSB3 SPTAN1 SRGAP1 SRRM2 STAT2 SULF2 TAGLN TANC2 TBC1D22A TCF7L2 TECPR1 TENM2 TENT5A TFPI TGFB2 TGFBR2 TGFBR3 THBS3 TIMP2 TMEM129 TMEM150A TMEM184C TMSB4X TNC TNRC6B TOX TP53INP1 TP53INP2 TRAK1 TRIM38 TRIM73 TRO TSHZ1 TSPYL2 TSPYL4 TUBA4B TUFT1 UBE2H UBXN4 VCL VGLL4 VIM WIPI2 XKR4 YIPF2 YPEL2 YPEL3 ZBTB43 ZCCHC24 ZFYVE1 ZNF423 ZNF436 ZNF804A ZNF827 ZYX KINSEY_TARGETS_OF_EWSR1_FLII_FUSION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KINSEY_TARGETS_OF_EWSR1_FLII_FUSION_UP AARS1 AASDHPPT AATF ABCB10 ABCF2 ABHD17C ABHD3 ACKR3 ACLY ACOT7 ACP1 ACSL4 ACTB ACTR2 ACYP1 ADD2 ADH5 ADRB3 ADSS2 AEN AFG3L1P AGAP1 AGO2 AHSG AIMP1 AK2 AKAP12 AKIRIN1 AKNA AKR1B10 ALG13 ALG6 ALKBH2 ALKBH5 ALYREF AMER2 AMMECR1 AMPD1 AMZ2 ANKH ANKRD13C ANKRD46 ANKRD9 ANLN ANP32A ANP32E AP5M1 APBB2 APCDD1 APELA APIP APPL1 ARF1 ARG2 ARHGAP17 ARHGAP19 ARIH2 ARL4C ARL6IP6 ARMC1 ARPC2 ARPC5 ASAP1 ASF1A ASF1B ASNS ASPM ASRGL1 ATAD2 ATAD3A ATAD5 ATF1 ATF7 ATG5 ATL2 ATP23 ATP2A2 ATR AUNIP AURKA AURKB BAG2 BAG5 BARD1 BCAS4 BCCIP BCL6 BIRC5 BLM BLMH BLTP3A BMP2 BNIP1 BOLA1 BOP1 BORCS5 BPHL BRCA1 BRCA2 BRCC3 BRD7 BRF2 BRI3BP BRIP1 BRIX1 BUB1 BUB1B BZW1 C11orf58 C12orf29 C16orf87 C18orf54 C19orf48P C1QBP C1orf109 C1orf112 C1orf21 C1orf226 C1orf43 C2orf69 C4orf46 C6orf136 C9orf40 C9orf72 CA13 CACNB2 CACYBP CALM1 CAPZA2 CARNMT1 CASP8AP2 CAV1 CAV2 CBR3 CBS CCDC117 CCDC138 CCDC34 CCDC43 CCDC86 CCK CCNB1 CCNB2 CCNC CCND2 CCNE2 CCNF CCNJ CCT2 CCZ1 CDC20 CDC25A CDC25C CDC42SE2 CDC45 CDC5L CDC6 CDC7 CDCA2 CDCA3 CDCA4 CDCA5 CDCA7 CDCA8 CDH12 CDK1 CDK13 CDK2 CDK9 CDKAL1 CDKN2AIP CDKN3 CDR2 CDS1 CDT1 CDYL CEBPB CENPA CENPF CENPH CENPJ CENPL CENPM CENPN CENPO CENPS CENPV CEP135 CEP152 CEP55 CEP78 CEP85 CES1 CHAF1A CHAF1B CHAMP1 CHEK1 CHEK2 CHORDC1 CIAPIN1 CKAP2 CKAP2L CKAP5 CLCA1 CLDN1 CLEC11A CLGN CLN6 CLOCK CLSTN2 CMAS CMPK1 CNIH4 CNOT1 CNOT9 CNTNAP2 COA6 COIL COL4A1 COLGALT2 COMMD10 COPS3 COPS5 COQ9 CPD CPSF2 CRKL CRLF3 CRNDE CRYGS CRYZ CRYZL1 CSNK2A1 CSTF1 CSTF3 CTDSPL2 CTH CTPS1 CTSC CUL1 CUL3 CUX1 CWF19L2 CYB5A CYB5B CYB5R4 CYCS CYP4F22 CYRIB DAAM2 DAB1 DARS1 DARS2 DBF4 DBNDD1 DBNDD2 DBR1 DCDC2 DCK DCLRE1B DCP2 DCTPP1 DCUN1D1 DDB2 DDHD1 DDIAS DDX18 DDX19B DDX21 DDX39A DDX3X DDX54 DEK DENND2C DEPDC1 DEPDC1B DHFR DHX15 DHX33 DHX8 DICER1 DIDO1 DIMT1 DIPK2A DKC1 DLAT DLEU2 DLGAP5 DNA2 DNAAF5 DNAJB1 DNAJB6 DNAJC12 DNAJC9 DNAL1 DNMT1 DONSON DPF3 DPH3 DPYSL5 DTL DTYMK DUS2 DUS4L DUSP26 DYNC1I1 DYRK3 E2F1 E2F2 E2F5 E2F6 E2F7 E2F8 EAF2 EARS2 ECT2 EDEM3 EFCAB7 EIF1AX EIF2A EIF2B1 EIF2S2 EIF3M EIF4EBP1 EIF5A EIF5B ELAC2 ELOC EMC6 EMC8 EMC9 EME1 EMP2 ENO1 ENOPH1 ENSG00000288658 ENTPD3 EPB41 EPOR ERCC4 ERCC6L ERI1 ERO1A ESD ESF1 ESPL1 ESRP1 ETF1 ETNK1 ETS2 EXO1 EXO5 EXOC5 EXOSC2 EXOSC3 EXOSC9 FADS3 FAM111A FAM120AOS FAM161A FAM162A FAM199X FAM220A FAM72C FAM83D FAM91A1 FANCA FANCD2 FANCG FANCI FAR1 FARSB FAS FASTKD3 FBXO22 FBXO28 FBXO43 FBXO5 FCGRT FDX1 FEM1B FEN1 FGF13 FH FIGNL1 FJX1 FLI1 FLRT2 FNIP2 FNTA FOXM1 FOXRED2 FRMD5 FSBP FUBP1 FUS G2E3 G3BP1 GABPB1 GALK2 GART GATA3 GCFC2 GCH1 GDAP1 GDE1 GDI2 GEMIN2 GEMIN4 GEMIN5 GEN1 GET1 GFM1 GFM2 GFPT1 GGA2 GHITM GINS1 GINS2 GINS3 GINS4 GLE1 GLOD4 GLRX3 GMCL1 GMNN GNB4 GNL2 GON7 GORASP2 GOT1 GPALPP1 GPAM GPD2 GPSM2 GRB10 GRIK2 GRK5 GRM2 GRPEL1 GRSF1 GSTM1 GSTM4 GTF2A1 GTF2A2 GTF2F2 GTF2H2 GTSE1 GYG2 H4C12 H4C3 HACD3 HADH HAPLN1 HAUS1 HAUS4 HAUS6 HAUS8 HELLS HIGD1A HJURP HK2 HLTF HMGB1 HMGB1P4 HMGB2 HMGB3 HMGB3P1 HMGN5 HMMR HNRNPA3 HNRNPAB HNRNPC HNRNPD HNRNPDL HNRNPF HNRNPH1 HNRNPL HNRNPR HNRNPU HOOK1 HOXD13 HS2ST1 HS6ST1 HSD17B2 HSF2 HSP90AA1 HSP90AB1 HSPA8 HSPA9 HSPD1 HSPH1 HTATSF1 HYLS1 ICMT IDH3A IDO1 IFI44 IFRD1 IGF2BP1 IL1RAP ILF3 IMMP1L IMPA2 INCENP INSYN2B IPO7 IQGAP3 ISG20L2 ISM2 ISOC1 ITGB2-AS1 ITGB3BP ITPK1 ITPR3 JADE1 JCAD JOSD1 JPH1 JPT2 KCNA2 KCNE3 KCNK3 KCNQ5 KCTD3 KCTD9 KDELR2 KDSR KIAA1143 KICS2 KIF11 KIF13B KIF14 KIF15 KIF18A KIF18B KIF20B KIF23 KIF2A KIF2C KIF4A KIF5B KLHL13 KLHL23 KMO KNL1 KNSTRN KNTC1 KPNA1 KPNA2 KPNB1 KRR1 LAMB3 LARP1B LARP4 LARS1 LBH LDB2 LEF1 LEMD2 LIAS LIG1 LIN52 LIN9 LINC00339 LINC01128 LINC02762 LIPT2-AS1 LMNB1 LMO4 LOC389831 LONRF1 LOXHD1 LPAR1 LRFN5 LRP8 LRR1 LRRC4C LRRCC1 LSM10 LSM4 LUC7L LYPD1 MAB21L3 MACROH2A2 MAD2L1 MAFB MAGOH MAP2K1 MAP2K2 MAP3K7 MAP7D2 MAPK6 MAPKAP1 MAPRE1 MASTL MAT2A MAT2B MATCAP2 MATR3 MAZ MBD3L2 MBD4 MCM10 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 MCMBP MCUR1 MDC1 ME1 ME2 MED17 MED6 MED8 MEIOB MELK MEMO1 METAP2 METTL21A METTL4 METTL8 MFF MGAT4C MGME1 MIB1 MIEF1 MIS12 MITD1 MKI67 MKRN2 MLX MN1 MND1 MPDU1 MPHOSPH9 MRM2 MRO MRPL15 MRPL19 MRPL30 MRPL39 MRPL42 MRPL48 MRPL50 MRPS10 MRPS15 MRTO4 MSANTD3 MSH2 MSH6 MT1F MTDH MTFMT MTFR1 MTHFD1 MTHFD2 MTMR4 MTMR6 MTO1 MYB MYBBP1A MYBL1 MYBL2 MYO19 MYOM2 MZT1 N4BP2 NAA50 NADK NANOS1 NANP NAP1L4 NARS2 NBN NBPF3 NBPF9 NCAPD2 NCAPG NCAPG2 NCAPH NCBP1 NCKAP1L NDC1 NDC80 NDFIP2 NDUFAF4 NECTIN3 NEDD4 NEIL3 NEK2 NEK4 NEMP1 NET1 NETO2 NEXMIF NFATC3 NFYA NFYB NFYC NGFR NIFK NIP7 NIPA1 NLGN4X NMB NMI NMT1 NOC3L NOL12 NOL7 NOM1 NONO NOP56 NPM1 NPM1P22 NPY1R NR0B1 NR2F2 NRAS NRN1 NSD2 NSD3 NSFL1C NSG2 NSUN4 NTAQ1 NTN4 NUCKS1 NUDCD1 NUDCD2 NUDT12 NUDT21 NUDT4 NUDT5 NUF2 NUFIP1 NUP153 NUP155 NUP160 NUP205 NUP35 NUP50 NUP58 NUP62 NUP85 NUP88 NUSAP1 NXT2 OBI1 OGFRL1 OIP5 OMA1 ORC1 ORC2 ORC5 ORC6 ORMDL1 OSBPL3 OTUD6B OTX2 OTX2-AS1 OXCT1 PA2G4 PABIR2 PACRGL PAICS PAK2 PALS1 PALS2 PANK3 PAQR3 PAQR4 PAQR5 PARD6B PARP1 PARP11 PARPBP PASK PATL1 PAWR PAX6 PAX7 PBRM1 PCBP1 PCGF5 PCK2 PCLAF PCNA PDS5A PDS5B PECR PER2 PEX2 PFKP PGD PGK1 PGLYRP2 PGRMC1 PHF20L1 PHF5A PHLPP2 PI15 PI4K2B PIAS2 PIGX PIMREG PINX1 PISD PKMYT1 PKP1 PKP2 PKP4 PLAA PLAUR PLEKHF2 PLK1 PLK4 PLP2 PLRG1 PLS1 PLSCR1 PLXDC2 PMAIP1 PNMA2 PNO1 POC1A POC1B POC5 POGK POLA1 POLA2 POLD3 POLE2 POLE3 POLQ POLR2D POLR2K POLR3C POLR3F POP1 POU3F2 PPA1 PPA2 PPARGC1B PPAT PPFIA1 PPID PPIF PPP1R16B PPP1R1A PPP1R2 PPP1R7 PPP1R8 PPP2R1B PPP2R2A PPP2R2D PPP2R5C PPP2R5D PPP2R5E PPP5C PPP6C PRAMEF1 PRC1 PRDX3 PRIM1 PRIM2 PRIMPOL PRKAA1 PRKCB PRKD1 PRKD3 PRKDC PRMT6 PROM1 PROSER1 PRPF4 PRPF40A PRPS1 PRPS2 PRR11 PRR14 PRR5L PRUNE1 PSAT1 PSMC3 PSMC3IP PSMD1 PSMD10 PSMD11 PSMD13 PSME3 PSMG1 PTBP1 PTBP3 PTGER3 PTMAP3 PTP4A1 PTPN11 PTPN5 PTPRF PTTG1 PTTG3P PUDP PUS1 PUS7 PWWP3B PXN QRSL1 RAB14 RAB1A RAB23 RAB28 RAB3IP RAB8A RAC1 RACGAP1 RAD1 RAD18 RAD23A RAD51 RAD51AP1 RAD51C RAD54B RAD54L RADX RALGPS2 RANBP1 RANBP9 RANGAP1 RAP1A RAP1GAP RAPH1 RBBP4 RBBP5 RBM11 RBM12 RBM14 RBM27 RCC1 RCN3 RCOR1 RFC1 RFC2 RFC3 RFC4 RFC5 RFWD3 RHEB RHNO1 RHOH RIDA RIF1 RMI1 RMI2 RNASEH2A RNF115 RNF126 RNF138 RNF175 RNF182 ROR1 RPA1 RPE RPP25 RPRD1A RPS2 RRM1 RRM2 RRP1B RRS1 RSPRY1 RTCA RTN4IP1 RTTN RUBCNL RUVBL1 RXYLT1 SAE1 SAFB SCMH1 SCNN1G SDHAF3 SDHC SEC11C SEH1L SELENOT SEMA5B SENP3 SENP6 SEPHS1 SEPTIN10 SERBP1 SERP1 SET SF3A1 SFPQ SFRP2 SGK3 SGO2 SH2B3 SH3GL3 SHMT1 SIK3 SINHCAF SIPA1L1 SIRPA SIRPAP1 SKA1 SKA2 SKA3 SKP2 SLAIN1 SLBP SLC16A1 SLC16A1-AS1 SLC17A7 SLC19A1 SLC1A3 SLC1A4 SLC1A5 SLC20A1 SLC24A3 SLC25A14 SLC25A21 SLC25A32 SLC25A33 SLC29A1 SLC30A5 SLC35A3 SLC35F2 SLC35F3 SLC37A4 SLC38A5 SLC3A2 SLC43A3 SLC5A6 SLC9A3 SLCO4A1 SLF1 SLF2 SLFN11 SMAD4 SMARCC1 SMC2 SMC3 SMC4 SMC6 SMCO4 SMN1 SMYD4 SNAPC5 SNAPIN SNRNP27 SNRNP40 SNRNP48 SNRPA SNRPA1 SNRPD1 SNRPF SNW1 SOAT1 SORD SOX2 SPATA13 SPC25 SPDL1 SPOPL SPPL2A SPRED2 SQLE SRD5A3 SRGAP2 SRP54 SRP72 SRPK2 SRR SRRM1 SRSF1 SRSF10 SRSF2 SRSF3 SS18 SSH1 SSRP1 SSX2 SSX2IP STAG1 STAU2 STEAP1 STEAP2 STIP1 STK32B STUM STX18 SUCLA2 SUDS3 SUGT1 SUV39H1 SUV39H2 SV2B SVIP SYCP1 SYN1 SYNPR TACC1 TACC3 TAF1A TAF2 TAF5 TAFA5 TAMM41 TBCE TCEA1 TCF19 TCP1 TEAD2 TEAD4 TEDC2 TEFM TEX30 TFAP2B TFDP1 THAP1 THOP1 THUMPD3 TICRR TIMELESS TIMM21 TIMM29 TIMP3 TIPIN TK1 TKT TLK1 TM9SF3 TMED2 TMED5 TMEM107 TMEM132B TMEM19 TMEM237 TMEM245 TMEM38B TMEM70 TMEM71 TMEM97 TMPO TMPO-AS1 TMSB15A TMTC3 TMX1 TNFSF13B TNS1 TOMM22 TOP2A TOX2 TPD52 TPRKB TPX2 TRA2B TRAF3 TREX2 TRHDE TRIB3 TRIP13 TRMT13 TRMT6 TRMT61B TRMU TRNP1 TROAP TRPC4 TRPM4 TSEN15 TSEN2 TSEN54 TSN TSR1 TTC33 TTF1 TTF2 TTK TUBB2A TUBB6 TUBE1 TUBG1 TUBGCP3 TUBGCP4 TXLNG TYMS UAP1 UBA2 UBE2G1 UBE2G2 UBE2J2 UBE2N UBE2S UBE2T UBE2V2 UBE3A UBE3D UBE4B UBQLN1 UBR1 UBR3 UBR5 UBR7 UCHL5 UCK2 UGT3A1 UHRF1 UMAD1 UMPS UQCC3 UQCRC2 URI1 USP1 USP10 USP21 USP31 USP37 USP39 USP45 USP47 USP6NL USPL1 UTP4 UVRAG VAMP3 VAV1 VEGFA VKORC1L1 VPS29 VWA5A WBP11 WDHD1 WDR4 WDR5 WDR76 WDSUB1 WEE1 WWOX WWP1 XG XPNPEP1 XPNPEP3 XPO4 XPO5 XPO7 XRCC5 XRN2 YBX1 YEATS4 YME1L1 YRDC YWHAE YWHAH ZCCHC8 ZDHHC6 ZHX1 ZIK1 ZNF107 ZNF138 ZNF207 ZNF232 ZNF280C ZNF354C ZNF367 ZNF398 ZNF496 ZNF507 ZNF512 ZNF567 ZNF639 ZNF680 ZNF681 ZNF746 ZNF76 ZNF850 ZNF93 ZNRF3 ZPR1 ZRANB3 ZW10 ZWILCH ZWINT KLEIN_PRIMARY_EFFUSION_LYMPHOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KLEIN_PRIMARY_EFFUSION_LYMPHOMA_DN ALDH5A1 BCAR3 BCL11A BIRC3 BLNK BTG2 CAPG CCDC6 CD19 CD22 CD24 CD27 CD40 CD52 CD72 CD79A CD79B CTSH CXCR5 DBI DEK ETS1 FADS3 GATM GPX7 GSTP1 HLA-DMA HLA-DMB HLA-DQB1 ID3 IGHV5-78 IRAG2 IRF8 MAPRE2 MMD MS4A1 MSL3 NCF4 PAWR PKIG POU2F2 PTPN6 RASSF2 RIPOR2 SCRN1 SEL1L3 SH3BP5 SIT1 SPIB ST6GAL1 STX7 SWAP70 SYPL1 TLE5 TMEM131L TRAF5 VNN2 ZHX2 KLEIN_PRIMARY_EFFUSION_LYMPHOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KLEIN_PRIMARY_EFFUSION_LYMPHOMA_UP ADAM15 AGPAT2 ALDH1L1 ALG3 AQP3 ATP2A2 BCAP31 CASP7 CFHR4 CFI CTRL DAZL DHX30 DPY19L1 EIF4A1 GANAB GLDC GPAA1 GPI GTF3C1 GUSB GZMA HSPA4L IL10 IL2RB ILF3 IQGAP2 IRF4 LDLR LTA4H MUC1 NCOR2 NFIB P4HA1 PAM PLOD1 PLPP3 PRDM1 PTP4A3 RABGGTA RPN2 SELPLG SRGAP2 SULT1A2 TNFRSF8 TPO VARS1 VDR VEGFA ZMYM3 KLEIN_TARGETS_OF_BCR_ABL1_FUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KLEIN_TARGETS_OF_BCR_ABL1_FUSION ANPEP BLNK BTK CBFA2T2 CD19 CD33 CD38 CD40 CD79A CSF1R CSF3R CXCR4 DNTT EBF1 GATA1 GYPC IGBP1 IGHMBP2 IKZF1 IL3RA IL7R IRAK1 IRF4 ITGAL MLF2 MNDA MPO MYD88 MZF1 NCF4 NUP98 PAX5 PML POU2AF1 POU2F2 PROM1 PTPRC RAG1 RAG2 RUNX1 SEPTIN9 SIGLEC8 SPIB SYK TCF3 TNFRSF13B KOBAYASHI_EGFR_SIGNALING_24HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KOBAYASHI_EGFR_SIGNALING_24HR_DN ABCE1 ACOX2 ADORA2B AREG ASF1B ASPM ATAD2 AURKA AURKB AXL BARD1 BIRC5 BLM BRCA1 BUB1 BUB1B CARD10 CCNA2 CCNB1 CCND1 CCND3 CCNE2 CCNF CDC20 CDC25A CDC42EP1 CDC45 CDC6 CDCA3 CDCA4 CDCA8 CDK1 CDK2 CDKN3 CDT1 CENPA CENPM CENPN CENPU CEP55 CHAF1A CKLF CKS1B CKS2 CMC2 CSE1L CTPS1 CX3CL1 DBF4 DCBLD2 DDX39A DEPDC1 DHFR DKK1 DLGAP5 DNAJC9 DONSON DPAGT1 DSCC1 DSN1 DTL DUSP4 DUSP5 DUSP6 DUT E2F1 E2F8 ECT2 EEF1E1 ELL2 ENO2 ERCC6L EREG ESPL1 ETV1 ETV5 EXO1 EXOSC8 EZH2 FABP5 FAM111A FAM216A FAM86B1 FANCI FEN1 FOSL1 G0S2 GALNT10 GINS1 GINS2 GINS3 GJB3 GMNN GPSM2 GTSE1 H2AX H2AZ1 H4C3 HAT1 HELLS HJURP HMGA2 HMGB2 HMMR HNRNPDL HSPA14 IER3 IL11 ITGA6 KIF11 KIF14 KIF15 KIF18B KIF23 KIF2C KIF4A KPNA2 LMNB1 LMNB2 MAD2L1 MAFF MCM10 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MELK MET MKI67 MSH2 MSH6 MYBL1 MYBL2 NAA15 NAP1L1 NCAPD3 NCAPG NCAPG2 NCAPH NDC80 NEK2 NEMP1 NETO2 NME1 NOC3L NOLC1 NOP56 NRG1 NT5E NUDT15 NUSAP1 OASL ODC1 ORC1 ORC6 PA2G4 PAICS PARP2 PBK PCNA PHLDA2 PIMREG PKMYT1 PLK1 PLK4 PNN POLA1 POLA2 POLE2 POLR2D POLR3K PPIF PRC1 PRIM1 PRPS1 PSAT1 PSMC3IP PSRC1 PUS7 RACGAP1 RAD51 RAD51AP1 RAD54B RANBP1 RANGAP1 RFC2 RFC3 RFC4 RFC5 RFWD3 RMI1 RNASEH2A RRM1 RRM2 RRP15 SHCBP1 SLC20A1 SLC29A1 SLC43A3 SLCO4A1 SMC2 SMC4 SNRPA1 SNRPD1 SOX9 SPAG5 SPC25 SPDL1 SPHK1 SPRED2 SRM SRSF7 STC1 STEAP1 STIL TCN1 TCOF1 TEX30 TFDP1 TFPI2 TGFA TIMELESS TIPIN TK1 TMEM158 TMPO TNFRSF12A TNFRSF6B TOP2A TPX2 TREX2 TRIP13 TTK TUBA1A TUBB TUBB2A TUBB4B TUBB6 TUBG1 TYMS UBE2C UBE2S UCK2 UNG UPP1 USP1 VRK1 WWTR1 ZC3HAV1 ZWILCH ZWINT KOBAYASHI_EGFR_SIGNALING_24HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KOBAYASHI_EGFR_SIGNALING_24HR_UP ABHD4 ACP5 ACSL1 ADCY9 AHNAK2 AKR1B10 ALDH6A1 ANXA4 ANXA8 AOPEP AQP3 ASS1 BCAM BCL6 BDH2 CALCOCO1 CBLB CCN5 CCNG2 CD74 CDK19 CEBPD CEP68 CLDN3 CPD CPE CTSH CYP1B1 DEPTOR DPYD DRAM1 EDIL3 EPB41L1 EPHX1 FTH1 FXYD3 FZD5 GLUL GPNMB GPX3 GRN GSN H1-2 H2AC18 H2AC6 H2BC12L H2BC21 H2BC5 H2BC7 H3C10 HCFC1R1 HEG1 HLA-DMA HMOX1 ID2 ID3 IRF7 KLHL24 LIMCH1 LXN MAN1A1 MAOA METTL7A MUC1 MXI1 NEBL NIBAN1 NUPR1 PBX1 PBXIP1 PDCD4 PELI1 PIK3IP1 PIK3R3 PPL PROS1 PSG1 PSG3 PSG4 PSG6 PSG7 PSG9 PSMB10 RAB15 S100P SCNN1A SELENBP1 SOX4 ST6GALNAC2 SYNE2 TBC1D9 TJP3 TP53TG1 TPP1 TRIM2 TSC22D3 VAV3 VPS13C WDR45 YPEL5 ZNF117 ZSCAN31 KOBAYASHI_EGFR_SIGNALING_6HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KOBAYASHI_EGFR_SIGNALING_6HR_DN CCN1 CCND1 CX3CL1 DUSP4 DUSP5 DUSP6 EPHA2 F3 FOSL1 G0S2 HMGA2 IER3 IL11 JUN MAFF PHLDA2 TGFA VEGFA KOBAYASHI_EGFR_SIGNALING_6HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KOBAYASHI_EGFR_SIGNALING_6HR_UP AQP3 CCNG2 CEP68 KLHL24 METTL7A PDCD4 PELI1 KOBAYASHI_RESPONSE_TO_ROMIDEPSIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KOBAYASHI_RESPONSE_TO_ROMIDEPSIN ARL4D CXCL8 DENND3 DNAJC27 EFNB2 ELOVL4 FABP6 FOS GTF2B KLHL7 LPIN1 MERTK MICA NGFR PMEL RAB3IP RB1CC1 SYT11 TNFAIP6 KOHN_EMT_EPITHELIAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KOHN_EMT_EPITHELIAL ADAP1 ATP2C2 CLDN3 CLDN4 CLDN7 EHF EPN3 ESRP1 ESRP2 GRHL1 GRHL2 IRF6 LLGL2 MARVELD2 MARVELD3 MYO5B OVOL1 PRSS8 RAB25 S100A14 ST14 TJP3 KOHN_EMT_MESENCHYMAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KOHN_EMT_MESENCHYMAL AP1M1 BICD2 CCDC88A CMTM3 EMP3 GNB4 IKBIP MSN QKI SNAI1 SNAI2 STARD9 VIM ZEB1 ZEB2 KOHOUTEK_CCNT1_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KOHOUTEK_CCNT1_TARGETS ABCB1 ABHD14B ACADVL AHNAK2 ANXA5 AQP3 ARL4C BBS2 BBS7 BMP1 C15orf48 CAPNS1 CCNT1 CD68 CHRNB1 CLDN4 CLN3 CLTB COL7A1 CRYAB CXCL16 DNER EEIG1 ENPP5 FHL2 GALM GPX2 HSD3B7 HTRA1 ITGB4 KRT14 KRT18 MAGEC2 MROH1 MVP MYL11 PATL2 PGC PROS1 PTER PXDC1 S100A1 S100A13 SFN SLC39A4 SNHG11 SQSTM1 STMN3 TACSTD2 TBX3 TEX19 WDR45 KOHOUTEK_CCNT2_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KOHOUTEK_CCNT2_TARGETS ARL4A C1orf198 CALCA CCNO CCNT2 CDX2 CENPM CEP295 CEP97 CERCAM CFAP144 CPSF4L CRLF1 CROCC2 CSN3 DCXR DDX6 DPP4 EPDR1 FLYWCH2 FST FZD10 GABARAPL1 GNAI1 GSTT2 HAS2 HOMER2 LEFTY1 LEFTY2 LMNTD2 MAN2B1 MLXIPL MMP2 MYO1F NANOS3 NEXMIF NODAL NOTCH4 NPHS1 NT5E PRAMEF12 PSORS1C2 RBP7 RETSAT RNASEH2C SALL3 SLC4A7 SNX30 SP5 ST3GAL6 TET1 TEX19 TMEM253 TMEM54 TRH TRIM67 TRMT1 ZC3H13 KOINUMA_COLON_CANCER_MSI_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KOINUMA_COLON_CANCER_MSI_DN AXIN2 CHMP4B EMP1 HSPH1 LAPTM4B MLH1 PMEPA1 QPRT KOINUMA_COLON_CANCER_MSI_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KOINUMA_COLON_CANCER_MSI_UP ANP32E CD109 CTNNB1 CXCL10 CXCL9 ERH FBXL16 HLA-DMB HNRNPL HOXC6 LAP3 NCAPG PSMB5 RPL22L1 TPBG TYMS KOINUMA_TARGETS_OF_SMAD2_OR_SMAD3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KOINUMA_TARGETS_OF_SMAD2_OR_SMAD3 ABCA5 ABCB6 ABCF2 ABHD2 ABL1 ABLIM1 ABR ACAD9 ACADVL ACOT2 ACOX1 ACTN1 ACTR3B ACYP1 ADAM19 ADAMTS6 ADGRF1 ADGRG1 ADK ADM AEN AFAP1L2 AFDN AGAP3 AGGF1 AGPS AHNAK AHR AIFM1 AKAP13 AKIP1 AKIRIN2 AKR1C1 ALCAM AMOTL1 AMOTL2 ANKRD10 ANKRD10-IT1 ANKS6 ANLN ANO1 ANTXR2 ANXA2 ANXA3 ANXA4 ANXA8 AP1S2 AP3S1 AP4B1 APOBEC3B APOO ARFGAP3 ARHGAP21 ARHGAP32 ARHGDIB ARHGEF3 ARHGEF37 ARHGEF5 ARID1A ARID2 ARID3B ARL14 ARL4A ARRDC1 ATAD2 ATF3 ATG12 ATP1B3 ATP6V1D ATP6V1E1 ATXN1 B3GALNT2 B3GNT5 BABAM2 BACH1 BAIAP2L1 BAZ1B BCAR3 BCAT1 BCL2L11 BCL7B BCL9L BCR BLCAP BLOC1S2 BLZF1 BMPR2 BNC1 BRD2 BRIX1 BTBD10 BTBD7 BTG1 BTG2 BUD23 C15orf39 C1orf116 C3orf52 C8orf58 C9orf78 CALD1 CALM2 CAMKK1 CAPNS1 CARNMT1 CASP1 CAST CASZ1 CAV1 CBL CBX3 CCL2 CCN1 CCN2 CCP110 CD109 CD44 CD55 CD59 CDC42EP3 CDC45 CDC6 CDCA4 CDK5 CDKN1A CDV3 CEMIP2 CEP350 CEP57 CERK CFAP68 CGN CHD3 CHD9 CHMP4B CHPF2 CIPC CIRBP CKMT1B CLCF1 CLDN4 CLDN7 CLIP1 CLIP2 CLSTN1 CLTC CLU CMIP CNIH1 CNTNAP3 COBLL1 COL12A1 COL17A1 COL7A1 COPS8 COQ2 COQ4 CORO1C COTL1 CPNE2 CPSF6 CRABP2 CREB3 CSRNP1 CTBS CTNNAL1 CTPS1 CXCL6 CXXC5 CYP26B1 CYP27C1 DAB2IP DACT1 DAPP1 DCAF11 DCLRE1B DEAF1 DEDD DENND1B DENND2B DENND2C DENND4A DENR DEPDC7 DHRS3 DHX32 DKK3 DMTF1 DNAJB2 DNAJC2 DNAJC25 DNAJC30 DOCK5 DRAP1 DSC2 DSE DSG2 DSG3 DSG4 DSP DST DSTN DTL DUSP10 DUSP14 DUSP6 DYNLT2B ECH1 EDAR EDIL3 EDN1 EEF2KMT EFNA1 EGFR EHF EIF2S1 EIF4A2 EIF4E EIF4H ELK3 ELL2 EMP1 ENAH ENC1 ENO1 EPHA2 EPN2 ETS1 ETS2 EXT1 EXT2 EXTL2 F11R F2RL1 F3 FADS1 FAM107B FAM217B FAM76B FAM83A FAM86C1P FANK1 FAR1 FASTK FAT1 FAT2 FCHO2 FEM1B FERMT1 FGD2 FGD3 FHL2 FKBP1A FKBP2 FLOT1 FOSL1 FOSL2 FOXO3 FRMD6 FST FUBP1 FURIN GABARAPL1 GAD1 GADD45A GALNT11 GANC GATA3 GBA1 GDE1 GLS GLUD1 GNB5 GNG10 GNG12 GNG5 GOLM2 GPC1 GPN1 GPNMB GPR39 GPR87 GPRC5A GRHL3 GSE1 GSPT1 GSS GTF2H2 GTF2I GTF2IRD1 GTF2IRD2 GTF3C5 H2AC18 H2AZ2 H2BC21 H2BC7 HBEGF HCAR3 HCFC1R1 HELZ HERPUD2 HES1 HIC2 HIP1R HNRNPA2B1 HNRNPH1 HNRNPH3 HNRNPK HNRNPUL1 HOXA10 HOXA3 HOXA5 HOXA7 HOXC6 HOXD11 HS3ST2 HSDL2 HSPA5 HSPE1 ID1 IER3 IFNGR1 IFRD1 IGFBP3 IKBKG IL18 IL1RL1 IL4R INO80C INPP5A INSIG2 INTS7 IRF2BP2 IRF2BPL IRF6 IRX4 IST1 ITGA2 ITGAV ITGB1 ITGBL1 ITPRIP IVL IVNS1ABP JMJD1C JUNB JUP KANK1 KBTBD2 KCNJ15 KCNK1 KCTD1 KDM3A KIAA0753 KIFC3 KLC4 KLF10 KLF3 KLF6 KLF7 KMT2C KNOP1 KPNA1 KPNA4 KRT13 KRT14 KRT15 KRT17 KRT19 KRT4 KRT5 KRT6A KRT7 KRT7-AS KRT8 KRT80 LAD1 LAMB3 LAMC1 LAMC2 LEO1 LGALS3 LGALS8 LIMA1 LIMK2 LINC01089 LINC01503 LNPEP LNX2 LPAR1 LRRC37B LRRC61 LSM10 LTBP2 LTBP3 LYPD1 MAFK MAL2 MALAT1 MALT1 MAML2 MAN1B1 MAP2K3 MAP3K14 MAPK6 MAPK8 MAPRE2 MARK3 MARVELD1 MAST4 MASTL MBD4 MBNL1 MBNL2 MBOAT1 MBOAT2 MBTD1 MCFD2 MCL1 MDC1 MDFI MEAK7 MEF2A MELTF MET METTL17 MFN2 MFSD12 MGME1 MGST3 MICALL1 MICALL2 MIOS MIRLET7BHG MISP MITF MKKS MMP10 MMP9 MNT MOB3B MOB4 MORF4L1 MPZL1 MPZL2 MRPL2 MSANTD3 MT2A MTFP1 MTHFR MTMR11 MXRA7 MYC MYH9 MYO10 MYO5B MYOF MZT2B NANP NBPF14 NCEH1 NDE1 NDRG1 NDST1 NEDD4 NEDD4L NET1 NFE2L1 NFIL3 NFKB1 NFX1 NHS NIBAN2 NME1 NME2 NME7 NOTCH2 NOTCH2NLA NPC1 NPIPA1 NPTN NPTN-IT1 NQO2 NSFL1C NSUN5 NT5E NUB1 NUCKS1 NUDCD3 NUDT18 NUP42 NXT1 OCLN OLFML2A OLR1 ORC6 ORMDL3 OSBPL1A OSBPL3 OSBPL7 OVOL1 PAK6 PALM2AKAP2 PARP4 PARP8 PAWR PC PCBP1 PCDH1 PDLIM1 PERP PEX13 PFKFB2 PFN1 PHF13 PHF19 PHLDA2 PHLDB1 PHLDB2 PICALM PIK3C2B PIM1 PIP5K1A PISD PKM PKP2 PLAU PLCXD2 PLD1 PLEC PLEK2 PLEKHA1 PLEKHG3 PLOD2 PLP2 PLS3 PLXNA2 PMEPA1 PML PMS2P2 PNMA1 PNP POGZ POLD4 POLG POLR1D POLR1G POLR2J POLR2J3 PPA1 PPIP5K1 PPP1R13L PPP2R2D PPP3CA PPT2 PRDM10 PRDX1 PRKAB2 PRKAG2 PRKCH PRNP PRR15 PRR34-AS1 PRRG4 PRSS22 PRSS23 PRXL2A PSMC2 PSMD14 PTBP3 PTGES PTGFRN PTHLH PTK2 PTP4A1 PTPN21 PTPRB PTPRF PTPRK PTPRU PURB QKI RAB38 RAB4A RABGAP1 RABL2B RAD1 RAD9A RANGAP1 RAP2A RAP2B RAPGEF1 RASA2 RASAL2 RASSF5 RBKS RBM25 RBPJ RCBTB1 RCC1L RDH11 RDH13 REPIN1 RFC2 RGPD5 RGS12 RHEBP1 RHOC RHOD RIN1 RIN2 RIN3 RING1 RIOK3 RIPK4 RMI1 RNF168 RNH1 RPL24 RPL3 RSPRY1 RTN4 RTTN RUNX1 RXRB S100A10 S100A2 S100PBP SAMD9 SARAF SAT1 SAV1 SBDS SCNN1A SCRN1 SDR16C5 SEC14L2 SEPTIN9 SERF1A SERINC2 SERPINB2 SERPINB5 SERPINB7 SERPINB8 SERPINE1 SERTAD2 SERTAD4 SESTD1 SETBP1 SFN SFR1 SGMS1 SGPL1 SH2D4A SH3PXD2A SH3RF1 SHLD2 SIAH2 SIGIRR SIN3A SKIL SLC1A3 SLC20A1 SLC25A24 SLC25A28 SLC30A7 SLC35D1 SLC35F2 SLC37A2 SLC38A2 SLC39A13 SLC48A1 SLC49A4 SLC4A11 SLC4A2 SLC7A1 SLC7A5 SLC7A6 SLC7A8 SLC9A1 SLX1B SLX4IP SMAD1 SMAD3 SMAD6 SMAD7 SMC2 SMG1 SMG7 SMIM3 SMOX SMPD4 SMURF1 SMURF2 SNAI2 SNAP23 SNRPE SNX5 SNX7 SPAG9 SPATS2L SPECC1 SPIN1 SPRED1 SPRED2 SPTBN1 SREBF1 SRI SRSF3 SSBP3 ST6GALNAC4 ST7 STAM2 STARD4 STK10 STK17A STON2 STX6 SULF2 SULT1A1 SULT1A3 SUN1 SUSD1 SUSD6 SVIL SYK SYNE2 TAGLN2 TAX1BP1 TBC1D15 TBC1D2 TBK1 TBL1XR1 TBL2 TBX3 TCEA1 TCF4 TEDC1 TES TFAP2A TFAP2C TFPI2 TGFA TGFBI TGIF1 TGM2 THADA THBD THBS1 THOC6 TINAGL1 TIPARP TJP1 TJP2 TLCD3A TLE1 TLN1 TM4SF1 TMBIM1 TMCO3 TMEM170A TMEM259 TMEM80 TMEM87A TMEM87B TMOD3 TNC TNFRSF12A TNFRSF1A TNPO1 TPD52 TRA2B TRAF7 TRAM1 TRAPPC3 TRIM25 TRIM32 TRIM56 TRIM8 TRUB2 TSC22D1 TSC22D2 TSKU TSPAN15 TSTD1 TTL TUBB TUBB2A TUBB6 TUFT1 TUT4 TXN TXNRD1 TYW1 UBC UBE2D1 UBE2R2 UBQLN1 UFD1 UGT1A10 UHRF1 UPP1 USPL1 UTP25 VCL VDAC2 VIM VPS13C VPS35 VPS35L VTI1B WASF2 WASH3P WBP4 WDFY3 WDR81 WDR89 WEE1 WNT9A WWC1 WWTR1 YAP1 YARS1 YME1L1 YOD1 YWHAZ ZBED2 ZC3H12A ZDHHC3 ZFP36L1 ZFP91 ZMYND8 ZNF143 ZNF148 ZNF335 ZNF362 ZNF462 ZNF592 ZNF703 ZNG1A ZSCAN25 ZW10 KOKKINAKIS_METHIONINE_DEPRIVATION_48HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KOKKINAKIS_METHIONINE_DEPRIVATION_48HR_DN AKAP9 ATF2 ATM AURKB BIRC5 CALM1 CANT1 CDA CDC25B CDK5 CEBPG CTH CTPS2 DDIT3 DNMT1 DVL3 EBP ECHDC2 FGF2 FGFR1 GSTA4 GSTK1 GSTM1 GSTM5 HDAC1 IFNG IFRD1 IFRD2 IGFBP4 IGFBP5 IGFBP6 IRAK1 IRF7 LEF1 MAP3K14 MAPK14 MET MGST3 MPG MTAP MTFMT MYC NME1 NME2 NOXA1 NT5C OGG1 PDGFD PMVK PRKCA RAD54B RPS6KA5 RRM1 SMAD5 SOS1 SOS2 TK1 TNFSF13 TOP1 TYMS UPP1 KOKKINAKIS_METHIONINE_DEPRIVATION_48HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KOKKINAKIS_METHIONINE_DEPRIVATION_48HR_UP ABL1 AK4 APAF1 BAX BGN BHMT BID BIRC3 BMP2 BORCS8 BRCA1 BTG2 BTG3 CASP1 CASP3 CASP6 CASP7 CAV1 CCNB1 CCNB2 CCNE1 CCNE2 CDC25A CDH1 CDK1 CDK2 CDKN1A CDKN1B CDKN2B CFLAR CREBBP CXCL8 DAPK1 DCN DCTD DPYD DUT EGR3 ERBB2 ERBB3 ERCC1 EREG FANCG FAS FDFT1 FEN1 FGF11 FGF7 FZD1 GADD45A GJA1 GPX3 GSR GSTM1 GSTO1 GSTP1 GTF2H4 GTF2H5 HGF HMGCR HSP90AA1 HSPB1 IDI1 IFNA10 IFNGR1 IGF2R IGFBP2 IGFBP3 IGFBP7 IL1A IL1B IL1R1 IL6 IL6ST IRF6 JUN LITAF LUM MAP3K1 MAP3K9 MARS1 MAT2B MGMT MGST2 MMP2 MTR MYD88 NFKBIA PDGFRA PDGFRB PERP PLAT PLAU PLAUR PNP POLB POLG POLQ POLR2E PRKACB PTEN RAD23B RHOB RNASEL RTP4 SC5D SHC1 SHC3 SKIL SMAD1 SMAD4 SMAD7 SPTAN1 TANK TGFB2 TIMP1 TIMP2 TIMP3 TLR3 TNFRSF10A TNFRSF10B TNFRSF12A TNFSF10 TP53 TRADD UMPS VTN WEE1 WNT5A YWHAQ KOKKINAKIS_METHIONINE_DEPRIVATION_96HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KOKKINAKIS_METHIONINE_DEPRIVATION_96HR_DN AK4 AKAP9 ATF2 ATM AURKB BIRC3 BIRC5 CALM1 CANT1 CCNB1 CCNB2 CCNE2 CDA CDC25A CDH1 CDK1 CDK2 CDK5 CDKN2B CEBPG CTH CTPS2 DDIT3 DNMT1 EBP ECHDC2 ERBB3 FEN1 GSR GSTK1 HDAC1 HSP90AA1 IFRD1 IFRD2 IL1B IRAK1 IRF7 LEF1 MAP3K14 MAP3K9 MAPK14 MET MGST2 MGST3 MPG MTAP MTFMT MYC NFKBIA NME1 NME2 NOXA1 NT5C OGG1 PLAU PMVK PNP POLQ RAD54B RPS6KA5 RRM1 RTP4 SOS1 SOS2 TK1 TNFRSF12A TNFSF10 TNFSF13 TOP1 TRADD UPP1 VTN KOKKINAKIS_METHIONINE_DEPRIVATION_96HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KOKKINAKIS_METHIONINE_DEPRIVATION_96HR_UP ABL1 APAF1 BAX BGN BHMT BID BMP2 BORCS8 BRCA1 BTG2 BTG3 CASP1 CASP3 CASP6 CASP7 CAV1 CCNE1 CDC25B CDKN1A CDKN1B CFLAR CREBBP CXCL8 DAPK1 DCN DCTD DPYD DUT DVL3 EGR3 ERBB2 ERCC1 EREG FANCG FAS FDFT1 FGF11 FGF2 FGF7 FGFR1 FZD1 GADD45A GJA1 GPX3 GSTA4 GSTM1 GSTM5 GSTO1 GSTP1 GTF2H4 GTF2H5 HGF HMGCR HSPB1 IDI1 IFNA10 IFNG IFNGR1 IGF2R IGFBP2 IGFBP3 IGFBP4 IGFBP5 IGFBP6 IGFBP7 IL1A IL1R1 IL6 IL6ST IRF6 JUN LITAF LUM MAP3K1 MARS1 MAT2B MGMT MMP2 MTR MYD88 PDGFD PDGFRA PDGFRB PERP PLAT PLAUR POLB POLG POLR2E PRKACB PRKCA PTEN RAD23B RHOB RNASEL SC5D SHC1 SHC3 SKIL SMAD1 SMAD4 SMAD5 SMAD7 SPTAN1 TANK TGFB2 TIMP1 TIMP2 TIMP3 TLR3 TNFRSF10A TNFRSF10B TP53 TYMS UMPS WEE1 WNT5A YWHAQ KOMMAGANI_TP63_GAMMA_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KOMMAGANI_TP63_GAMMA_TARGETS CDKN1A IGFBP3 JAG2 MDM2 NOTCH3 SMARCD3 TP53I3 VDR YWHAQ KONDO_COLON_CANCER_HCP_WITH_H3K27ME1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KONDO_COLON_CANCER_HCP_WITH_H3K27ME1 ACSL3 CADM3 CCDC181 CCNA1 CNOT9 COL9A1 CSMD3 CXCR4 DKK2 EFNA5 HLX LGI2 LINC02453 MAPKBP1 MRAP2 MRPL27 ODR4 PCSK1N PLA2G4A RNASET2 SIPA1 SRFBP1 TPP2 TPR USP37 ZRANB3 KONDO_COLON_CANCER_HCP_WITH_H3K27ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KONDO_COLON_CANCER_HCP_WITH_H3K27ME3 CPNE4 IGHG1 IGHV4-31 RARB ST20 YBX2 KONDO_EZH2_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KONDO_EZH2_TARGETS ABCA5 ABI3BP ABRAXAS2 ACAD8 ACKR2 ADCY7 AHCTF1 AKAP13 ANO1 ANOS1 ANTXR2 ANXA10 AOX1 AP3B2 APBB2 APP ARHGAP5 ARHGEF3 ATP8B1 ATP9A AVL9 BBOF1 BCL2A1 C18orf25 C1D C1S C6orf89 CACTIN CAP2 CCDC50 CCL20 CCM2L CCN2 CD164 CD59 CFDP1 CMTR2 CNIH3 CNTNAP3 COA3 COL1A1 COL3A1 COL8A1 COMMD10 CP CPE CRISPLD1 CSGALNACT2 CXCL5 CYP19A1 DLX2 DNAJB8-AS1 DNER DOCK4 DPF3 DSEL DYNLT2 EDIL3 EDN1 EGFR ELMO1 ELOVL2 EMP1 EPHA5 FABP4 FAM43A FAR2 FHL1 FLI1 FOXA2 GABARAPL2 GAL3ST1 GALNS GBA2 GJA1 GLP1R GNA14 GPC6 GRK4 GULP1 H4C8 HAS2 HAS3 HEMGN HLF HOXC8 HPGD HSD17B2 ID2 IFI6 IFIT2 IFIT3 IGFBP3 IGFBP5 IL13RA1 IL6R IL9R IQCA1 IRX5 ITGA6 ITGBL1 KAAG1 KCNMA1 KIAA1549L KLF2 KLF3 KLF9 KRTAP4-12 LINC00550 LMAN1 LMCD1 LOXL4 LPAR6 LY9 MAB21L2 MAGEC2 MAGT1 MAP3K8 MAP4K3 MATN3 MCPH1 MEF2D MGLL MMP1 MS4A1 MSX2 MYEF2 MYLK MYO16 MYO1D MYRFL NAV2 NCF4 NDST2 NEBL NEGR1 NEK3 NIP7 NIPSNAP3A NMNAT1 NNMT NOL3 NPAS2 NRP1 NT5E NTN4 OR12D2 OR7D2 OSR1 PCK1 PCLO PIERCE1 PLA2G12B PLAAT2 PPP1R3B PRB3 PRIM2 PRKAR1B PRR16 PRSS35 PYROXD1 RAB3B RBMS3 RBMX RBP4 RNASE4 RNF144B RNF213-AS1 RNPC3 RRAGD SAMD4A SCARB1 SCN2A SERPINB3 SERPINE1 SGK1 SHISA3 SIGLEC5 SLAMF6 SLC12A2 SLC2A10 SLC4A8 SNORC SNTB2 SORL1 SPARC SPART-AS1 SPOCK1 SPRY4 SRRM2 SSPN ST3GAL1 ST3GAL6 ST6GALNAC4 SUSD4 SYT6 TACR1 TFPI TMEM116 TMEM45A TMSB15A TMTC1 TNFAIP6 TNFRSF6B TNP2 TNRC6B TPM3 TRIM2 TSC1 TSPAN8 TTC28 TYRP1 UBXN10 UHRF2 USP34 UST UTS2 VAMP4 VPS13C VTI1A WWTR1 YPEL5 ZEB1 ZFX ZNF175 ZNF37BP ZNF567 ZNF76 ZNF766 KONDO_HYPOXIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KONDO_HYPOXIA CCN2 CCR2 FLT3LG IL13 IL6 TIMP1 TTR VEGFA KONDO_PROSTATE_CANCER_HCP_WITH_H3K27ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KONDO_PROSTATE_CANCER_HCP_WITH_H3K27ME3 AFG1L ALCAM ALOX15 BLTP1 C12orf60 CA12 CADM1 CATIP CBY1 CCDC38 CDH6 COL14A1 CR2 CRABP1 CSMD3 DLL4 DNAJC22 EBPL ELMO1 EML2 EN2 ERBB4 ERI2 FAM171A1 FAM199X FBN1 FEZF2 FGF10 GRIA4 GSX2 HELT HNF1B HOXC5 HOXD11 HPS4 HPSE2 IGF2BP1 ILK IREB2 IRX1 IRX3 IRX4 ISCA1 ISLR2 KCNAB1 KDM1A LEF1 LIMCH1 LINC00273 LMX1A MAPT MARK1 NFATC4 NKX2-3 NOL4 NPY1R NRXN3 OTOP3 PAX2 PTPA RARB RASGRP1 RAX REXO5 RGMA RHBG RNASE11 SAMD11 SLC1A2 SLC29A1 SMCHD1 SNAP25 SOX12 SPIN4 ST8SIA1 STIP1 TAF7 TBX2 TBX5 TCF3 TMX1 TOMM20L TRIM16 TRIM36 UQCRQ USP48 UTP11 WBP11 WDR5 WDR91 WNT1 WNT5A XYLT1 ZNF256 ZNF438 ZNF516 ZNF516-DT KONDO_PROSTATE_CANCER_WITH_H3K27ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KONDO_PROSTATE_CANCER_WITH_H3K27ME3 A1CF ABCA6 ABCA9 ABCB5 ACADL AFP ALB ALDH8A1 AMER2 ANXA13 AQP4 ARMCX4 ARPP21 ASAH2 ASB15 ASCL4 ASTN1 ATL1 ATOH1 ATOH7 ATP1B4 BLNK BRINP2 C11orf40 C1QTNF7 C4BPA CCDC181 CCDC198 CCDC60 CD1A CD1D CD40LG CD86 CDH20 CHAT CHRM2 CLCA1 CLDND1 CLEC1B CLECL1P COL14A1 CRNKL1 CSMD3 CTLA4 CXCR4 DEFB126 DLGAP1 DRD3 DYNAP ELMO1 ELMOD1 EN2 ENPP2 ENPP5 ENTPD1 EPB42 ERG EYA1 F11 FAM216B FGF23 FGF9 FPR2 G6PC2 GABRA1 GAP43 GAS2 GFRAL GIMAP7 GJB6 GPHB5 GPM6B GPR15 GPR88 GRM3 GYS2 GZMH HABP2 HLA-DQA2 HOXB9 IAPP ICA1 IFNG IGF2BP1 IGFL3 IKZF3 IL16 IL9 ITK JAML KCNA10 KIRREL3 KLRF1 KRT222 KRTAP13-1 KRTAP13-2 LALBA LAMB4 LEMD1 LILRB5 LIN28B LONRF2 MARCO MBD3L1 MC2R MEIOB MOBP NLRP14 NLRP9 NPVF NR1H4 NR5A2 NRG4 NTS OR10A7 OR10P1 OR11G2 OR1D2 OR1N2 OR2AG1 OR2AT4 OR2G3 OR4D10 OR4D11 OR52B4 OR52I2 OR52K1 OR5K4 OR5V1 OR6C6 OR6C70 OR6C74 OR6X1 OR8A1 OR8D1 OR9A2 OR9Q2 OTC OTOR OVCH2 PCK1 PGR PHACTR1 PIK3CG POSTN POU2AF2 PRG2 PTH PWWP3B RNASE12 RNASE6 RNASE9 RNF220 RUNX1T1 SAA4 SDR9C7 SEMG2 SIAH3 SIGLEC6 SIGLEC7 SLC17A6 SLC22A25 SLC26A3 SLC26A9 SLC30A8 SLC8A3 SLN SMR3B SPIC SPRR2G STOML3 SULF1 TAC1 TAS2R1 TAT TECTA TFAP2D TFEC TMCO5A TMPRSS11A TMPRSS15 TMTC1 TNIP3 TPH1 TREM1 TRIM36 UBD USP26 VAX1 VWA2 WNT8B ZIC1 ZIC4 ZPBP2 KONG_E2F1_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KONG_E2F1_TARGETS ANKRD1 CCL20 CFL2 E2F1 GAS5 H2AX HMGA2 KPNA1 NUP58 NUSAP1 PRG4 KONG_E2F3_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KONG_E2F3_TARGETS ASF1B AURKA BRCA1 BUB1 BUB1B CBX2 CCNA2 CCNB1 CCNE1 CCNF CDC20 CDC6 CDC7 CDCA3 CDCA5 CENPF CENPH CENPK CENPQ CHAF1B DCK DEPDC1 DLGAP5 DNA2 E2F3 ERCC6L EZH2 F13A1 FAM111A FBXO45 FEN1 FIGNL1 GAS5 GP1BA H2AX H4C11 H4C14 H4C15 H4C16 H4C4 HJURP HLX HMGB2 HMMR IGF2BP1 INCENP IQGAP3 KIF11 KIF20A KIF2C LMNB1 MAPK8 MCM3 MED1 MELK MKI67 MYB NASP NCAPD2 NCAPG NCAPG2 NCAPH NR1D1 NUF2 NUP50 NUSAP1 PBK PCLAF PLK1 PRC1 PRIM1 PSIP1 PSORS1C2 RACGAP1 RAD51 RAD51AP1 RAD54L RBBP8 RBL1 RPL12 RPL3 RPRD1B SHCBP1 SKP2 SMC2 SNORD22 SPC25 SPDL1 SRSF7 SYCE2 TACC3 TAF1D TAL2 TK1 TOP2A TPX2 TYMS UBE2C UBE2T USP1 KORKOLA_CHORIOCARCINOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KORKOLA_CHORIOCARCINOMA CGA CGB3 HSD3B1 LEP LHB TFPI XAGE3 KORKOLA_CHORIOCARCINOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KORKOLA_CHORIOCARCINOMA_DN ACRBP AKAP3 CAPZA3 CLEC12B DNAI7 GSG1 H2AJ LRRC23 PLCZ1 RASSF8 SOX5 KORKOLA_CHORIOCARCINOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KORKOLA_CHORIOCARCINOMA_UP CD9 GAPDH PHB2 PLBD1 SLC2A3 TPI1 KORKOLA_CORRELATED_WITH_POU5F1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KORKOLA_CORRELATED_WITH_POU5F1 AEN CBR3 DND1 DPPA3 DPPA4 DPPA5 ETV4 FRAT2 L1TD1 MYBL2 NANOG NLRP7 PHC1 PIM2 POU5F1 RAB15 SLC25A16 SOX15 SUSD2 TEAD4 TENT5B TFAP2C TFCP2L1 UPP1 USP28 UTF1 VENTX VSIG10 ZFP42 ZNF296 ZNF727 ZYG11A KORKOLA_EMBRYONAL_CARCINOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KORKOLA_EMBRYONAL_CARCINOMA DNMT3B DPPA4 ESRG HERC5 MICB NANOG NLRP7 POU5F1 SEPTIN6 TERF1 UPP1 KORKOLA_EMBRYONAL_CARCINOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KORKOLA_EMBRYONAL_CARCINOMA_DN ACRBP AKAP3 ATF7IP CAPZA3 CLEC12B DNAI7 GSG1 H2AJ LINC02366 LRRC23 PLCZ1 RASSF8 SOX5 KORKOLA_EMBRYONAL_CARCINOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KORKOLA_EMBRYONAL_CARCINOMA_UP AK4 ARHGDIB BCAT1 C12orf57 CCND2 CD9 CLEC7A DDX47 DERA DPPA3 EMG1 ENO2 ETV6 GABARAPL1 GAPDH GDF3 GOLT1B GPRC5A KLRD1 KRAS LDHB LRP6 MAGOHB NANOG NDUFA9 NOP2 PHB2 PHC1 PLBD1 PTPN6 RAD51AP1 RECQL RESF1 SINHCAF SLC2A3 SPSB2 TEAD4 TNFRSF1A TPI1 WBP11 WNT5B YARS2 KORKOLA_EMBRYONIC_CARCINOMA_VS_SEMINOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KORKOLA_EMBRYONIC_CARCINOMA_VS_SEMINOMA_DN CPEB1 DDIT4L DMD ELAVL2 FBLN5 FRMD6 GIP IRX1 KCNV2 KHDC3L KIT MAGEB2 OSBPL3 PCSK1N PDPN PRAME RBM24 SLC43A1 SOCS4 SOX17 TCL1A TDRD12 TUBBP5 WNT2B XIST KORKOLA_EMBRYONIC_CARCINOMA_VS_SEMINOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KORKOLA_EMBRYONIC_CARCINOMA_VS_SEMINOMA_UP ABCG2 BCAT1 CALB1 CD24 CD24P2 DNMT3B ERRFI1 FGF4 GAL GDF3 GJA1 GPC3 GPC4 GPM6B KRT18 NAP1L1 RASSF8 SCNN1A SOX2 SP8 STK26 TDGF1 VCAN WNT5B KORKOLA_SEMINOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KORKOLA_SEMINOMA_DN ACRBP ATF7IP CAPZA3 CLEC12B DNAI7 GPRC5D-AS1 GSG1 H2AJ LINC02366 LRRC23 PLCZ1 RASSF8 SOX5 KORKOLA_SEMINOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KORKOLA_SEMINOMA_UP AK4 ARHGDIB ATN1 C12orf4 CCND2 CD27 CD9 COPS7A CREBL2 DERA DPPA3 DSTNP2 EMG1 ENO2 ERC1 FGD4 GABARAPL1 GAPDH GNB3 GOLT1B GPRC5A ITFG2 KLRG1 LDHB LRP6 NANOG NDUFA9 NOP2 PHB2 PHC1 PLBD1 PTPN6 RECQL RESF1 RHNO1 SINHCAF SLC2A3 SPSB2 TEAD4 TIGAR TPI1 TSPAN9 TULP3 VAMP1 KORKOLA_TERATOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KORKOLA_TERATOMA AGR2 AURKA CCNB1 CDC20 CENPA CKS2 CLDN6 CLIC6 COL14A1 DCN DLGAP5 DNMT3B DPPA3 EGR1 EHF ELN EMP1 EPS8 FAM72C FEN1 HIC2 JUN LCN2 LIN28A LRRC17 MBD2 MCM5 MFAP4 MGP MIR302D MRS2 MYCN NFKBIZ NUF2 PIGR PLAT SSPN TM4SF1 TRIM71 TSPAN8 ZFP36 ZWINT KORKOLA_TERATOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KORKOLA_TERATOMA_UP A2M ARHGDIB C12orf57 CCND2 CLEC2B CLEC7A EMP1 ETV6 ITFG2 MGP PHB2 PTMS RECQL SLC2A3 TAPBPL TNFRSF1A WBP11 KORKOLA_YOLK_SAC_TUMOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KORKOLA_YOLK_SAC_TUMOR APOA1 APOA2 B4GALT4 BMP2 C1R C1S C5 CCKBR CDH2 CEBPD CEP70 CHST13 COCH COL4A6 CST1 CST4 CTSV CYP26A1 DCN EHHADH EOMES ERBB4 FLRT3 FOXA2 FRAS1 FYB2 FZD5 HACD1 HAS2 HMGA2 IPO5P1 LINC00261 LINC02387 LRRN1 LUM MDK METTL7A MGP MIR1915HG MOK NEK2 NMI NRG1 OTX2 P3H2 PCDH10 PCDH7 PDZK1 PLXNA2 PRTG PTPN13 RAB17 RASSF10 ROR2 SALL1 SHISA2 SLC2A3 SLC5A9 SMARCA2 SOX17 SRGN TRIM22 TTN VANGL1 VTN KORKOLA_YOLK_SAC_TUMOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KORKOLA_YOLK_SAC_TUMOR_UP CCND2 CLSTN3 DDX11 DDX47 DERA EMG1 GAPDH KLHL42 LDHB LRP6 MAGOHB PHB2 PTMS PTPN6 RECQL SINHCAF SLC2A3 TEAD4 TPI1 YARS2 KOYAMA_SEMA3B_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KOYAMA_SEMA3B_TARGETS_DN ABCD1 ACTG1P25 ACYP1 ADGRG6 ADM ADORA2A ADORA2B AGK AIF1L AKR1B1 ALCAM ALS2 AMIGO2 ANKRD33B ANKRD7 ARFGEF1 ARID5B ARRB1 ASH1L ATL1 ATP11C ATP2B1 ATP8B3 ATRN BIRC3 BLTP3B BMP15 BRAF BROX BTBD9 C10orf67 C15orf48 C17orf97 C19orf25 C1QTNF3 C1orf35 C6orf52 CABLES2 CALB2 CALD1 CALML4 CAMSAP2 CAPZA2 CAV1 CAV2 CBFB CBX7 CCDC146 CCDC159 CCDC167 CCDC28B CCDC92 CCT3 CD40 CD47 CD70 CDC42SE1 CDC73 CDPF1 CELSR1 CENPN CENPU CEP350 CGN CHCHD7 CHD7 CKS1B CLEC11A CNOT1 COCH CORO7 CPEB1 CRYZL2P CSPP1 CTCFL CTDSPL CTSH CTSZ CUL1 CXADR CXXC4 CYP2T1P DAP3 DDX27 DECR1 DGKD DHRS3 DIAPH2 DKK1 DLGAP3 DNAJC21 DPEP3 DPY19L2P2 DPY19L4 DRAP1 DTL EEIG1 EFCAB2 EFEMP2 EFHD1 EFNA1 EGFL7 ELFN1 ELOVL2 ENG ENSG00000269896 EPHX1 ETS1 EXOC4 FAM120B FAM133A FAM83H FBLN2 FBXL7 FBXO32 FCHO1 FLVCR1 FN1 FOXP4 FZD7 FZR1 GABARAP GALNS GATA2 GBA2 GDNF GLRX2 GNG4 GON4L GPAT2 GPATCH4 GPC1 GPR153 GRAMD4 GSTM1 GSTM3 GSTM4 H2AC20 HAUS3 HDAC4 HES1 HHIPL2 HIVEP2 HLX HMGCS1 HMGN2 HSPA1B ICOSLG ID2 ID4 IGF2 IMPA2 INKA2 INSIG1 INSYN2A IPO9 IRX3 IRX5 ISCU ITFG2 ITGAM IVNS1ABP JAG1 JAG2 KCNG1 KHDRBS3 KITLG KLF10 KLF6 KLHDC8B KLHL20 KLHL26 KLRA1P KRBA1 LACTB2 LARP7 LEAP2 LHX2 LHX6 LIPT1 LMO4 LNC-LBCS LNP1 LPP LRRCC1 LUC7L3 LYPLA1 MED11 MESP1 MIR1915HG MIR9-1HG MIS18BP1 MPC2 MYL9 MYO10 MZF1-AS1 NCAPD2 NCBP3 NDUFA5 NDUFS2 NECAB2 NEFH NEK2 NEURL1 NFAT5 NFATC1 NFKBIA NIPAL2 NKD2 NLRP3 NMNAT3 NOL11 NOVA1 NQO1 NR3C2 NRAS NTM ODAD3 OPN1SW OSGIN1 PANX2 PARVB PAXIP1 PDCD6 PDE4DIP PDIA4 PEG3 PGAP1 PGS1 PHF7 PHYHIPL PIR PLD2 PLEKHF2 PLEKHO1 PLK1 PLPP4 PMEPA1 PNPLA8 POLR1C PPM1E PPP2R2C PRDM6-AS1 PRKAA1 PRKAR2B PRR5L PRRT3-AS1 PRRX2 PSMA8 PSMB4 PSMB9 PTGES3 PTPN11 QSER1 RAB4A RASAL2 RASGEF1A RBM28 RFLNA RFLNB RFX5 RGS2 RIMBP3 RIMKLA ROPN1L ROR1 RPL26 RPL37 RRAD RSBN1 S100A10 SBNO1 SCAMP3 SCCPDH SDHA SERTAD4 SGO1 SH3BP4 SH3YL1 SHCBP1 SLC12A5 SLC12A7 SLC44A3 SLC6A8 SLCO4A1 SLFN11 SLIT3 SMAD6 SMARCD3 SMO SNRPG SOBP SOX18 SPACA9 SRP14-DT SRPK2 SRSF12 SSR2 STAT6 STRIP2 STX11 SVIL SVIL2P SYDE2 SYNGR1 SYNGR3 SYNM SYPL1 TAGLN2 TAP1 TBC1D22A TBCE TBX2-AS1 TBX3 TCF15 TCF4 TCF7L1 TDRD9 TERT TGFB2 THEMIS2 TICRR TMEM158 TMEM81 TMUB1 TNS3 TPMT TRAF1 TRAF3IP1 TRAF5 TRIM24 TRIM6 TRIQK TSACC TSGA13 TSPAN33 TSPYL5 TTC13 TTC26 TTC32 TWIST2 TYW5 UBE2G1 UBR5 UQCRC1 VAMP4 VAPA WASL XPR1 XRCC2 ZC2HC1C ZC3H12A-DT ZCCHC14 ZDHHC12-DT ZFR2 ZIM2-AS1 ZNF131 ZNF277 ZNF695 ZNF704 ZNF775 ZNF862 ZP3 ZZEF1 KOYAMA_SEMA3B_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KOYAMA_SEMA3B_TARGETS_UP ACOX2 ACTN4 ADRB2 ANTXR1 ANXA1 AOX1 ARFGEF3 ARHGAP45 ARHGDIB ARL14 ARVCF ATG13 AXL BDH2 BEX4 BRCC3 C10orf95-AS1 C19orf12 C4orf33 C7orf50 CAMK2N1 CASP9 CASZ1 CCDC186 CCDC80 CCDC9B CCN2 CCN3 CD302 CDCP1 CEBPA CELF1 CHAC1 CHST4 CKMT1A CLDN10 CLIP3 CLPTM1 CNFN CNTNAP3 COX7B2 CRABP2 CREB5 CRIM1-DT CRIP1 CRYBG1 CSN3 CTHRC1 CTSC CYFIP2 DAGLB DANCR DCBLD2 DDAH1 DDIT4 DEDD2 DLC1 DLG3 DMWD DPF1 DYNC2H1 EID2 EMILIN2 EN2 EPG5 ERCC1 ERCC2 ERF ETHE1 FBXO27 FBXW4 FCGBP FGF1 FGF5 FTCD FZD2 GALC GALNT6 GARRE1 GDF15 GEMIN7 GLIPR1 GMPPB GPI GRB14 HAPSTR1 HDAC7 HK2 HMGN5 HMX2 HOXA2 HOXD13 HSD17B14 HTATIP2 IFT46 IGFBP6 IL12A INHBC ITGBL1 ITPKC ITPR3 KCND1 KCNMA1 KCNN4 KDM4C KIF16B KIF3C KIF5C KLHL9 KPNA5 KRT18 KRT18P59 KRT8 KSR1 LAMC2 LANCL3 LAT2 LEF1 LGALS3BP LINC00662 LINC00665 LINC01226 LINC01234 LINC01946 LINC02535 LOXL1 LPAR2 LPAR3 LRCH2 LSM14A LSP1P5 LTBP2 LVRN MAGEA10 MAGI2-AS3 MAMLD1 MAP1B MAP3K7CL MARK4 MCOLN3 MGST1 MID1 MINPP1 MSN N4BP2L2 NDST1 NECTIN2 NEDD4L NIPAL3 NOVA1 NPAS2 NXPH2 OCIAD2 OPHN1 P2RX5 PAF1 PANK3 PAQR5 PAX6 PCDHB11 PCDHB6 PCGF5 PDGFA PDX1 PITX1 PKP2 PKP3 PLAG1 PLAU PLAUR PLEKHG1 PNPLA7 PNPO POLR3A POP4 POU3F4 PPL PPP1R14A PRR5 PRR5L PSMB8 PTEN PUS7L RAB26 RABAC1 RAPGEF5 RILPL2 RNF128 RNF183 RNLS RPS10 RREB1 RSC1A1 RTEL1 RTL5 SAP18 SCAND3 SEMA3B SERPINA1 SERPINB8 SERPINE1 SERPINI1 SH3BGRL SH3TC2 SIPA1L3 SIRPA SLC18B1 SLC25A51 SLC27A3 SLC35F1 SLC38A1 SMTN SOWAHC SP100 SP140 SP140L SPARC SPATA5 SPEG SPOPL SPRED3 SRMS SRPX ST6GALNAC4 ST8SIA5 STC2 STEAP1 SUFU SUPT5H SUSD4 SWAP70 SYT1 TAS2R3 TBC1D2 TCEAL8 TCEAL9 TGFBI THBS1 TM4SF18 TM7SF2 TMEM200A TMEM216 TMSB4X TOX2 TPD52L1 TPT1 TRO TSHZ3 TSKU TTC17 TUBE1 UBE2L6 UBE3A URI1 VAMP2 XRCC1 YIF1B ZNF112 ZNF180 ZNF226 ZNF35 ZNF428 ZNF526 ZNF576 ZNF618 ZNF619 ZNF629 KRASNOSELSKAYA_ILF3_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRASNOSELSKAYA_ILF3_TARGETS_DN ACKR3 ARHGAP11A ASNS AXL CDC6 CDH11 CELF2 COL2A1 CREBBP CYP19A1 DMD ESPL1 GAL GATM HCFC1 HMGCS1 IGFBP5 IL6R IRX5 KIFC1 LIG1 LMNB1 MAPK7 MN1 MSX2 MYCL NDN NMT1 NPTX2 NT5E OLFM1 PC PCK2 POLD2 PSPH RAD52 ROR2 SLC1A3 SREBF2 SRSF6 TAF4 TEK THBS4 TROAP UGT8 XK KRASNOSELSKAYA_ILF3_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRASNOSELSKAYA_ILF3_TARGETS_UP APOE BDKRB2 BLZF1 CFH CLEC2B CST4 CTSO EMP1 FAP H1-2 H2AC6 HBE1 HBG1 HLA-E IFI16 IFI27 IFI35 IFI6 IFIT1 IFIT3 IFITM1 IL6ST ISG15 MX1 MX2 NT5E OAS1 OMD PLAU PLSCR1 PROS1 PSMB9 RGS4 STAT1 TAP1 TBX5 TRIM22 TSPAN8 TUBBP1 XAF1 KREPPEL_CD99_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KREPPEL_CD99_TARGETS_DN BCL2L2 EBF1 HIPK3 INSIG1 KIF21B KMT2A RABGAP1L KRIEG_HYPOXIA_NOT_VIA_KDM3A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRIEG_HYPOXIA_NOT_VIA_KDM3A ABCB6 ABTB2 ACAT2 ACTG1 ACTG1P10 ADAM10 ADAMTS3 ADARB1 ADD3 ADPRS AGPAT5 AIFM2 AK4 AKAP12 ALDH18A1 ALDOA ALDOAP2 ALDOC ALKBH5 AMPD2 ANG ANGPTL4 ANKLE2 ANKRD10 ANKZF1 ANO6 ANTXR1 ANXA3 AP1S2 APOL1 APOL2 ARFIP2 ARHGAP27 ARHGEF7 ARID3B ARID5A ARL4C ARRDC3 ASAP1 ASAP2 ASF1B ASXL1 ATAD2 ATG9A ATP1B1 ATRX AVPI1 AXIN1 AZIN2 B4GALNT4 BACE2 BACH1 BCKDK BCL2L1 BFAR BFSP1 BHLHE40 BID BIRC5 BMAL1 BMT2 BNIP3 BNIP3L BOK BPNT2 BTBD6 BTN2A2 BUB1 BZW1 C11orf68 C1QL1 C2orf15 CA9 CABLES1 CACHD1 CADM1 CALM1 CAMK1D CAPN12 CAPN5 CARD10 CARS2 CASK CAST CAVIN1 CCDC102A CCDC107 CCDC80 CCDC85C CCDC9B CCN2 CCN3 CCND1 CCNG1 CCNG2 CCNY CCR1 CD44 CDC42EP1 CDCA5 CDCP1 CDK18 CDK2AP1 CDS2 CDT1 CENPF CENPQ CENPU CEP112 CEP250 CEP55 CEP95 CHN1 CHRAC1 CHST14 CHSY1 CIC CITED4 CLK3 CNN3-DT CNOT11 CP CRAMP1 CRKL CRTC2 CRYBB2 CSPP1 CSRP2 CTDSP1 CTDSPL2 CTHRC1 CTNNAL1 CTNNB1 CUL4A CXCL1 CXCL6 CYTH2 CYTH3 DAB2IP DAPK1 DAPK3 DBNDD2 DCAF7 DDB2 DDIT4 DDX41 DEGS1 DENND4C DERA DHFR DHRS13 DIAPH2 DIPK2A DISC1 DNAJB6 DOC2A DPCD DPYSL2 DPYSL3 DRAM1 DSC2 DTL DUSP1 DYRK2 E2F7 ECE2 ECT2 EEF1AKMT3 EFEMP2 EFNA3 EGFR EGLN1 EHBP1L1 EHD2 EIF4EBP1 ELFN2 ELL2 ELP5 EMP3 ENO1 ENO2 ENOSF1 EPAS1 EPHA2 ERCC5 ERGIC1 ETS1 EVA1A FADS2 FAM107B FAM117B FAM162A FAM210A FAM219A FAM224A FAM234B FAM53B FAM83H FANCI FAS FAXC FBRSL1 FBXL16 FBXL21P FBXL3 FBXO17 FBXO32 FBXO42 FGF11 FGF12 FGFRL1 FHL1 FJX1 FLG-AS1 FLNA FNBP1 FOXD1 FOXE1 FOXM1 FOXN3 FSCN1 FTSJ1 FUT11 FZD1 GAB2 GADD45A GAL3ST1 GALNT18 GAPDH GAPDHP23 GBE1 GCLC GEMIN7 GGA2 GLIS2 GLTP GMCL1 GNA13 GPER1 GPR161 GPRC5A GPRC5B GRK3 GRSF1 GSK3B GSN GYS1 H1-2 H2AC18 H2BC5 H3-3B HILPDA HIVEP2 HJURP HK1 HK2 HNF1B HNRNPDL HOOK3 HS3ST3A1 HSD3B7 HSPA12A ICAM1 IER3 IER5 IER5L IFIT2 IFITM10 IFNAR1 IFNGR2 IFT74 IGFBP3 IKBIP IL17RA IL1RAP IL6 IMP3 IMPDH1 ING1 ING2 INSIG1 INSIG2 IRAK1 IRS2 IRX3 ISG20 ITGA3 ITGB2 ITGB5 JAK1 JMJD6 JPT2 JUN JUND KAT2B KBTBD11 KCMF1 KCNIP1 KCNIP3 KCNMA1 KCNMB1 KCTD11 KCTD15 KCTD3 KDM2A KDM2B KDM5B KIAA0513 KIAA1671 KIAA1958 KIF11 KIF18B KIFC1 KLF13 KLF6 KNTC1 KRBA1 KTN1 LACTB LAT LDHA LDHC LEMD1 LGALS1 LGALS3 LHFPL2 LHFPL6 LNPK LONP1 LOX LOXL2 LPCAT1 LRRC61 LSR LUC7L LURAP1L MAFF MAFK MAP2K1 MAP3K21 MAP3K3 MAP3K4 MAP3K7CL MAPK1 MAPK7 MAPK8IP3 MARCHF6 MARCHF9 MASTL MBD2 MCM5 MEF2D MELK MEX3D MFNG MFSD12 MGAT5 MGLL MICAL3 MIR155HG MIR23AHG MITF MKLN1 MKRN1 MLLT3 MLYCD MMP24 MNS1 MOB3A MPI MPP1 MRGBP MRPL37 MRPS6 MSANTD3 MSMO1 MTCL1 MTFP1 MTHFD1L MTMR1 MTUS1 MUC1 MXI1 MXRA7 MYADM MYBL2 MYC MYH10 MYH9 MYOF N4BP2L2 NARF NCAPG2 NCKIPSD NDC1 NDRG1 NEDD4 NEFL NEK6 NEURL3 NEXN NFIA NFIL3 NFKBIA NHS NIBAN2 NID1 NIPA1 NIPAL3 NOL3 NR1H4 NR3C1 NRSN2 NT5DC2 NTAN1 NUAK1 NUDT18 NUSAP1 OGFR OIP5 OLFML2A ORC1 OSBPL10 OSMR OXSR1 P4HA1 P4HA2 PACS1 PADI1 PAGR1 PALM2AKAP2 PAM PAN3 PANX2 PAQR4 PAX2 PAXIP1 PBOV1 PCGF5 PCIF1 PDCD10 PDGFC PDIA3 PDK1 PDK2 PDLIM2 PDXP PEA15 PEDS1 PERP PEX3 PFKFB3 PFKP PGAM1 PGK1 PGM1 PGM2 PGPEP1 PHC2 PHF13 PHF19 PHF21A PIGH PIH1D1 PKM PKMYT1 PLAGL1 PLEKHA8 PLEKHO1 PLIN2 PLOD2 PLP2 PMEPA1 PMP22 PNMA2 PNRC1 POGLUT3 POLE POLG POLR2H POU5F1 POU5F1B PPFIA4 PPP1CC PPP1R13L PPP1R14B PPP1R16A PPP1R3B PPP1R3C PPP2R5B PPP3CC PPTC7 PRC1 PRELID2 PRKAA2 PRKAR1B PRR11 PRR7 PSG7 PTP4A2 PTPN14 PTTG1IP QKI QSOX1 RAB11FIP5 RAB20 RAB3B RAB42 RAB42P1 RAB6C RAB9A RABGEF1 RACGAP1 RAD51 RAP2A RAPGEF1 RAPH1 RASA3 RASSF1 RASSF2 RASSF7 RAVER1 RBM15B RBPJ RCC2 REC8 RERG RETREG1 RFC1 RGMB RHOF RIC1 RIC8A RIMKLA RIN2 RIPK4 RIT1 RN7SK RNASET2 RNF126 RNF149 RNF169 RNF24 RNF4 RNU2-1 RRAGA RRAS2 RRP1 RUNX1 RYBP SAP30 SAV1 SCARA3 SCD SDC1 SEC14L1 SEC61G SELENOH SEMA5A SEMA5B SEMA6A SERPINE2 SERTAD2 SGF29 SGSM2 SH3GL1 SHANK2 SHFL SIAH2 SIRPA SLC10A3 SLC15A4 SLC16A1 SLC1A1 SLC22A5 SLC25A29 SLC25A36 SLC26A6 SLC29A4 SLC2A1 SLC31A2 SLC35E1 SLC35E3 SLC38A1 SLC38A2 SLC39A1 SLC39A13 SLC39A14 SLC39A8 SLC3A2 SLC43A3 SLC6A10P SLC6A8 SLC7A5 SLCO4A1 SLX9 SMAD7 SMOX SMS SMTN SMURF2 SMYD2 SNHG12 SNHG5 SNHG7 SNTA1 SNX33 SOAT1 SOD2 SORBS3 SOWAHC SOX12 SPAG1 SPAG4 SPATA2L SPG7 SPHK1 SPIRE1 SPNS2 SPRED2 SPRY1 SRGAP2 SRSF3 STARD13 STARD4 STBD1 STC2 STK10 STK39 SUMO3 SUSD1 SWAP70 SYNC SYT12 SYTL2 TAB2 TACC1 TACC3 TANC2 TBC1D8 TBC1D9B TCF19 TCF3 TENT4A TES TESK1 TEX10 TGFA TGFB1 TGIF2 THBD THOC6 TICAM1 TIPARP TK1 TLCD3A TMEM102 TMEM120B TMEM185A TMEM41B TMEM44 TMEM45A TMSB10 TMSB15B TMSB4XP1 TMX1 TNFAIP3 TNFAIP6 TNFAIP8 TNFRSF10D TNIP1 TNNT1 TOB2 TP53BP2 TPD52 TPI1 TPI1P1 TPM1 TRAF3 TREX1 TRIB3 TRIO TRIOBP TRIP13 TRPC1 TSC22D2 TSHZ3 TSR1 TTYH3 TUBA4A TUBA8 TUBB TUBB3 TUBB4B TUBB6 TUBB8P11 TUBBP1 TXNRD2 TYMS UAP1 UBA6 UBALD2 UBE2J1 UBE2O UHRF1 UIMC1 UPRT USP1 USP31 USP36 VDAC1 VEGFB VIM VKORC1 VPS13D VPS26C WAC WDR43 WDR45B WDR54 WDR90 WSB1 WTAP WWC2-AS2 YEATS2 ZC3H7A ZFP82 ZFP91 ZFTA ZHX2 ZMIZ2 ZMYM2 ZNF114 ZNF229 ZNF292 ZNF296 ZNF367 ZNF48 ZNF496 ZNF581 ZNF629 ZNF655 ZNRF1 ZP1 ZSWIM5 ZYX KRIEG_HYPOXIA_VIA_KDM3A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRIEG_HYPOXIA_VIA_KDM3A ADM ANP32E ASPH BIRC3 C15orf48 CBR3 CLEC4E COL7A1 CXCL1 CXCL5 EBP EDN1 EDN2 FABP6 FBXO32 GDF15 HMGA2 HMOX1 IL1RAP INSIG1 JUNB KDM3A KIF2C LAMB3 LAMC2 MAP3K14 MARCHF3 NECAP2 NFKBIE NRP2 PHLDA2 PIK3IP1 PIMREG PLAUR PPP1R15A RBM3 RGPD4 RRAGD SEC14L2 SELENOH SERPINB8 SERPINE1 SLC7A1 SPINK1 STEAP3 SYTL3 TGM2 TM4SF1 TM4SF19 TYMS VEZT YWHAG ZC3H12A KRIEG_KDM3A_TARGETS_NOT_HYPOXIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRIEG_KDM3A_TARGETS_NOT_HYPOXIA AASDHPPT ACOT7 ACSL5 ACTN1 ACTR6 AKAP11 ALDH1A3 ALG13 AMMECR1 ANKRD39 AP1S1 APTX ARSB ASNS ATM ATP5MK ATP6AP2 ATP9B ATPAF1 B2M B3GNT5 BBS4 BTBD10 C16orf87 C6orf58 C7orf25 CAPZA1 CARD16 CCDC28B CD40 CD47 CDC42 CDKN1C CHMP4A CLNS1A COA7 COLEC10 COQ3 COX7C CRELD2 CRISPLD2 CSTF2 CTSL CYCSP55 CYP1B1 DHX58 DPH3 DYNLT2B EHD1 EIF2A EIF2B3 EMG1 EML2 ERFE EVC F2RL2 FABP5P3 FANCL FCAMR FKBP5 FKTN FTH1P12 FURIN GABARAP GALNT1 GBP1 GBP3 GLMN GLO1 GOLGA4 GRAMD2B GTPBP10 HACL1 HDHD2 HIBCH HMGN2 HPRT1 HSDL1 HYPK IFI35 IFI44 IFIT3 IL7 IRF1 ITGB6 LAMC2 LDLRAD3 LGALS8 LGALS9 LRRC47 LYPLAL1 LYRM9 MAGOHB MAT2B METTL1 METTL3 MIEN1 MMP7 MMRN2 MRPL16 MRPS18C MT-TS2 MTX3 N4BP2L2 NBDY NDUFA12 NDUFA5 NEAT1 NFS1 NHEJ1 NIBAN1 NOL8 NUDT3 NUPR1 OAS1 PAQR3 PDCD2L PDP1 PFDN6 PFN2 PGRMC1 PHACTR2 PHF11 PKDCC PLA2G4C POLR1D POLR3GL POP4 PRKAB2 PRPF38A PSMA4 PSMB10 PSME2 PTPN2 PUF60 RABEPK RADX RBM12 RIOK1 RNF38 RPE RPL36AL RPS19 RPUSD3 RRAD RRM2B RTCA SAA1 SAA2 SDSL SEC11C SEC13 SERPINA6 SGK2 SHISA2 SIRT5 SLC25A12 SLC25A14 SLC46A3 SLC47A2 SMIM29 SPRYD3 SRI SRSF7 STAT1 STAT4 STOML1 TAF1D TDG THNSL1 THRB TMBIM4 TMEM106B TMEM126A TMEM128 TMEM140 TMEM216 TMEM218 TMEM245 TMEM254 TMEM9B TNFSF14 TPM3 TSPAN13 TTC39A TUBGCP6 UMPS UPP1 URGCP USP13 VAMP8 VBP1 VCAM1 WDR4 WDR7 WDR73 ZMIZ1 ZNF226 ZNF451 ZNHIT6 KRIGE_AMINO_ACID_DEPRIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRIGE_AMINO_ACID_DEPRIVATION ASNS ASS1 ATF3 ATF5 CARS1 CBS CCNG2 CDKN1A CEBPB CHAC1 CLEC7A CTH CXCL8 DDIT3 DDIT4 FYN GADD45A MARS1 PPP1R15A PSAT1 RETN SARS1 SESN2 SLC38A2 SLC7A11 STC2 TRIB3 VEGFA WARS1 KRIGE_RESPONSE_TO_TOSEDOSTAT_24HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRIGE_RESPONSE_TO_TOSEDOSTAT_24HR_DN ABCB10 ABCC4 ABCC5 ABCD3 ABCE1 ABCF2 ACADSB ACAT1 ACOT7 ACP3 ACSL5 ACTR3B ACTR5 ACY1 ADAM15 ADAT2 ADGRA3 ADI1 ADISSP ADRB2 AGMAT AGPS AHSA1 AIF1 AK4 AK6 AKAP1 AKT2 ALDH18A1 ALDH1B1 ALDH5A1 ALG1 ALG3 ALKBH2 ALMS1 ALYREF AMD1 ANAPC5 ANKLE1 ANKMY1 ANKRD27 ANKRD36 ANKS6 ANTKMT AP4B1 APBB2 APTX AQR ARHGDIA ARHGDIG ARL17A ARL4A ARL5A ARMC10 ARMC8 ARRB1 ASAH1 ASB13 ASXL1 ATAD3A ATAD3B ATF7IP2 ATG3 ATG7 ATL2 ATOX1 ATP11B ATP23 ATP5F1D ATP5MC1 ATP5MC3 ATP5ME ATP5MF ATP6V1E2 ATR AURKAIP1 AZU1 B3GALNT2 B3GAT3 B3GNT7 B4GALT5 B4GAT1 BAG1 BAHCC1 BCCIP BCL11A BCR BDH1 BDP1 BEND3 BGLAP BID BMP8B BOLA2 BOLA3 BOP1 BTBD7 BYSL BZW1 BZW2 C12orf29 C18orf25 C19orf44 C1QBP C4orf3 C4orf48 C7orf50 C8orf33 C9orf78 CA2 CA8 CABLES1 CALR CARNMT1 CCDC113 CCDC124 CCDC138 CCDC169 CCDC26 CCDC85B CCDC86 CCND1 CCT3 CD302 CD320 CD59 CD81 CDC42EP4 CDK6 CEACAM6 CEBPA CENPM CENPV CENPW CENPX CEP43 CETN2 CFAP73 CFAP97 CFDP1 CFL2 CHCHD7 CHML CHMP1A CHORDC1 CHST4 CIAPIN1 CKS2 CLEC11A CLN6 CLPB CLPTM1 CLPTM1L CLTB CLUH COA7 COIL COL4A2 COLGALT2 COPB2 COPRS COPS7B COPS9 COQ3 COQ8A CORO7 COX11 COX16 COX5A COX7B CREB3L2 CRELD1 CSKMT CTRL CTSG CUTC CWC25 CWF19L1 CYB561 CYB5A CYB5D1 CYB5RL DACH1 DANCR DAZAP1 DBR1 DCAF13 DCAF4 DCAF8 DCBLD2 DCTPP1 DCUN1D5 DCXR DDI2 DDIAS DDX10 DDX18 DDX19A DDX21 DDX24 DDX31 DDX46 DDX54 DEAF1 DEF8 DEFA1 DEPDC7 DEPTOR DFFB DHCR24 DHCR7 DHODH DHRS9 DHX30 DHX33 DHX37 DHX57 DIMT1 DIXDC1 DKC1 DLEU1 DLEU2 DLX4 DNAAF2 DNAAF3 DNAAF5 DNAJA1 DNAJA4 DNAJB1 DNAJB6 DNAJC11 DNAJC12 DOHH DPCD DPH2 DPP7 DRAM1 DTD2 DUS3L DUSP23 DUSP3 DUT DYRK2 EARS2 EBF3 EBNA1BP2 EBP EBPL ECE2 ECI2 EEF1AKMT1 EEF1AKMT4 EEF2K EEIG2 EGR1 EI24 EIF3B EIF3J EIF3M EIF4E EIF4E2 EIF5B ELANE ELOF1 ELP1 ELP2 EMC8 ENAH ENDOG ERAP2 ERCC2 ERGIC1 ERI3 ERICH1 ESF1 ESYT2 ETFA EWSR1 EXOSC3 EXOSC4 EXOSC5 EXOSC7 FABP5 FAM117B FAM118A FAM118B FAM136A FAM162A FAM174C FAM201A FAM204A FAM210A FAM229B FAM86B1 FAM98A FARP2 FARSA FAS FASN FBL FBRSL1 FCGR1A FGFBP3 FJX1 FKBP1A FKBP4 FLT3 FLVCR1 FMNL2 FOXF2 FOXRED2 FSBP FSCN1 FTSJ1 FUBP1 FUT4 FXN FZR1 G3BP1 GADD45B GADD45GIP1 GAL GALNT14 GALNT2 GAR1 GAS5 GBA1 GCAT GCSH GEMIN4 GEMIN5 GEMIN6 GFM1 GFOD1 GGA2 GJA3 GLA GLRX5 GLYR1 GM2A GMDS GNB4 GNL3 GNL3L GNPNAT1 GOLGA8N GOLM1 GOT2 GPATCH4 GPD1L GPR183 GPR85 GPS2 GRAMD4 GRPEL1 GRSF1 GRWD1 GSPT1 GTF2H1 GTF2H2 GTPBP4 H1-2 H2BC7 HDAC2 HDAC4 HDDC2 HDGF HDHD5 HEATR1 HES6 HILPDA HIVEP2 HIVEP3 HK2-DT HMGB1 HMGB1P4 HMGN3 HMGN5 HMOX2 HNRNPA3 HNRNPC HNRNPD HNRNPD-DT HNRNPDL HOMER1 HOXD13 HPDL HS3ST3A1 HS3ST3B1 HSP90AA1 HSP90B1 HSPA1B HSPA4L HSPB1 HSPBP1 HSPD1 HSPE1 HSPH1 IDH3A IDH3B IFITM2 IFRD2 IFT57 IGFBP7 IGSF10 IKBIP IKZF1 IKZF5 IL17D IL6R ILF3 IMP3 IMP4 INF2 INSIG1 IPMK IPO4 IPO7 IRX3 ISCA1 ISG20L2 ISOC2 ITGA4 ITM2A JMJD8 JPT1 JPT2 KANK1 KBTBD6 KCTD12 KHSRP KIF20B KIF9 KITLG KLHL18 KLHL23 KNOP1 KPNA5 KTI12 L3HYPDH L3MBTL2 LAPTM4B LARP4 LAS1L LBHD1 LDHA LDLRAD3 LGALS12 LGALS14 LGALS9 LINC00926 LLPH LPCAT1 LPCAT2 LPL LRG1 LRP3 LRPPRC LRRC34 LSM7 LSS LTV1 LUC7L LUC7L3 LY6E LYAR LYRM2 LYST LYZ MACROH2A1 MAD2L1 MANEA MAP2K3 MAPKAPK5-AS1 MARCKS MATK MAZ MCAT MCM8 MDFIC ME2 MED24 MED4 METTL16 METTL21A METTL26 METTL8 MFNG MGAT4A MGLL MICOS13 MIF MIPEP MIR17HG MIR3682 MLC1 MLKL MLLT6 MMACHC MOGS MON1A MORN2 MPHOSPH6 MPI MPO MPZL1 MREG MRI1 MROH1 MRPL12 MRPL14 MRPL16 MRPL21 MRPL23 MRPL24 MRPL36 MRPL4 MRPL41 MRPL44 MRPL57 MRPS12 MRPS17 MRPS23 MRPS25 MRPS26 MRPS30 MRPS34 MRTO4 MS4A3 MSH6 MSI2 MT1F MT1X MTCH2 MTFMT MTFP1 MTHFD2L MTPAP MTURN MYB MYBBP1A MYC MYLIP MYO10 MYO19 N6AMT1 NAA10 NAA15 NAA20 NAA25 NAA38 NAGPA NANOS1 NASP NAXE NCBP2 NCL NCLN NCR3LG1 NDUFA11 NDUFAB1 NDUFAF4 NDUFAF8 NDUFB10 NDUFB7 NDUFS3 NDUFS5 NEFH NELFCD NEU3 NFE2L3 NHP2 NHP2P2 NIFK NIP7 NLN NME1 NME4 NOC2L NOC3L NOC4L NOCT NOL10 NOL11 NOL6 NOLC1 NOP14 NOP16 NOP2 NOP56 NOP9 NOPCHAP1 NPM3 NPRL2 NR1D2 NR1H3 NR2F2 NREP NRGN NRROS NTHL1 NUB1 NUDC NUDT12 NUDT4 NUDT5 NUDT7 NUFIP1 NUP155 NUP160 NUP35 NUP62 NUP88 NXT1 OVAAL OXER1 P2RY2 P2RY6 P2RY8 PA2G4 PA2G4P2 PACRGL PAFAH1B2 PAK1IP1 PALM2AKAP2 PALS2 PARVB PCCA-DT PCID2 PCOLCE2 PDAP1 PDCD11 PDCD2L PDCD5 PDE4A PEBP1 PEMT PES1 PEX5 PFAS PFDN6 PGAM5 PGK1 PHACTR1 PHACTR3 PHB1 PIAS2 PIGL PIGW PIH1D2 PISD PKP4 PLA2G4A PLAAT1 PLD6 PLEKHH1 PM20D2 PMPCA PMVK PNO1 PNP POLD2 POLR1A POLR1B POLR1C POLR1F POLR1G POLR2D POLR2E POLR2F POLR2H POLR3G POLR3H POP1 POP7 PPAN PPARGC1B PPIH PPP1R14B PPP1R27 PPP2R2D PPP2R5D PPP4R3B PRADC1 PRCP PRDX1 PRDX4 PRG2 PRKACA PRKACB PRKAR2B PRKCQ-AS1 PRMT1 PRMT3 PRMT5 PROSER2 PRPF31 PRPS1 PRPS2 PRR5 PRR7 PRRC2C PRTN3 PRXL2B PSMA2 PSMA5 PSMA7 PSMC2 PSME3 PSMG4 PTGER2 PTGER4 PTGES2 PTMA PTMAP3 PTMAP4 PUM3 PUS7 PWP1 PWP2 PWWP3A PXN-AS1 QDPR QTRT1 RAB32 RABEPK RABL2B RAD1 RAD18 RALGAPA2 RANBP1 RANGAP1 RBBP6 RBFA RBM12 RBM25 RBM26 RBM28 RBSN RCC1 RCL1 RDH10 RDH13 RFESD RFK RFTN1 RHOF RHOT2 RIDA RIOK1 RIOX2 RITA1 RMND5B RNASE2CP RNASE3 RNASEH1-DT RNASET2 RNF126 RNF207 RNGTT ROPN1L RPAIN RPGRIP1L RPIA RPL12P11 RPL21P68 RPL22L1 RPL23AP4 RPL27A RPL5 RPP40 RPS26 RPS6KA4 RRP1 RRP12 RRP15 RRP1B RRP7A RRP9 RRS1 RSC1A1 RUVBL1 RUVBL2 SACS SAR1B SCAF11 SCAMP1 SCARB1 SCD SCFD2 SCLY SCO1 SCO2 SCRIB SDF2L1 SEC11C SEC62 SEH1L SENP3 SEPTIN7 SERBP1 SERF1A SERF2 SESN3 SETD4 SFN SFPQ SFXN1 SFXN4 SHPK SIVA1 SKIC8 SKP2 SLAMF8 SLC11A2 SLC12A9 SLC16A1 SLC17A9 SLC19A1 SLC19A2 SLC25A10 SLC25A12 SLC25A19 SLC25A30 SLC25A32 SLC25A39 SLC29A1 SLC29A2 SLC2A1 SLC2A5 SLC35G1 SLC36A4 SLC37A4 SLC38A5 SLC39A10 SLC39A14 SLC39A3 SLC39A4 SLC40A1 SLC43A3 SLC5A6 SLC7A6 SLFNL1 SLIRP SMARCD1 SMC4 SMIM30 SNHG12 SNHG14 SNHG16 SNHG26 SNHG4 SNHG5 SNRNP25 SNRNP70 SNRPA1 SNRPF SNU13 SOD2 SORD SORL1 SOX4 SPART SPR SPRY1 SPRYD4 SPTLC2 SQLE SRFBP1 SRGN SRM SRRT SRSF11 SSB SSBP3 SSBP4 STING1 STIP1 STK11 STK33 STOM STRBP SUMO1 SUPV3L1 SYNCRIP SYNGR1 SYNGR2 TAF4B TAF5L TARDBP TASP1 TBC1D1 TBC1D22A-DT TBC1D4 TBL3 TCF3 TCF4 TCOF1 TELO2 TENT5A TENT5C TET1 TEX261 TFAM TFB2M TFDP1 TFEC TFRC TGFBRAP1 TGIF2 TGS1 THADA THAP4 THOP1 TIMM10 TIMM13 TIMM17A TIMM21 TIMM22 TIMM23 TIMM50 TIMM8B TJP2 TM7SF3 TMED3 TMED4 TMEM109 TMEM120B TMEM147 TMEM150C TMEM177 TMEM201 TMEM50B TMEM64 TMEM68 TMEM70 TMEM97 TMF1 TNFSF13B TNPO2 TOMM22 TOMM40 TOMM5 TOMM6 TOP1MT TOR1AIP2 TPM3 TPP2 TPR TRAFD1 TRAP1 TRAPPC2L TREX2 TRG-AS1 TRIAP1 TRIB1 TRIM14 TRIP13 TRMT10A TRMT10C TRMT5 TRMU TRNP1 TSPOAP1 TSR1 TSR3 TTC26 TTC5 TTLL12 TUBA3E TUBB2A TUBGCP4 TWNK TXLNG TXNDC17 TXNL4A UAP1 UBA2 UBAP2L UBASH3B UBE2E2 UBE2NL UBIAD1 UBL5 UCK2 UMPS UNC13B UNC93B1 UPK3A UQCC3 URB1 USP19 USP7 UTP15 UTP20 UTP23 VAMP8 VARS1 VDAC1 VKORC1 VKORC1L1 WDR12 WDR3 WDR35 WDR36 WDR4 WDR43 WDR46 WDR74 WDR75 WDR77 WDR90 WT1 XPO5 YBX3 YY1 ZAR1 ZBTB16 ZBTB24 ZDHHC11 ZEB2 ZFP36L2 ZMYND19 ZNF330 ZNF438 ZNF486 ZNF530 ZNF574 ZNF593 ZNF618 ZNF641 ZNF667 ZNF692 ZNF696 ZNF74 ZNF816 ZNHIT2 ZNRD2 ZNRF3 ZSCAN31 ZSCAN5A KRIGE_RESPONSE_TO_TOSEDOSTAT_24HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRIGE_RESPONSE_TO_TOSEDOSTAT_24HR_UP AAK1 AARS1 ABHD2 ACAA2 ACSL1 ADAL ADGRE2 ADORA2A ADRB1 AGA AGO4 AHSA2P AJUBA AKAP13 AKNA AKTIP ALDH1L2 ALDH6A1 ALMS1 ALOX5 ALOX5AP AMACR ANKRA2 ANTXR2 ANXA3 AP1G2 AP1S2 APH1B APOLD1 APOOL ARAP2 ARFGAP3 ARHGAP11B ARHGAP25 ARHGAP30 ARHGAP9 ARHGEF40 ARHGEF9 ARID4A ARL17A ARMCX3 ARRDC3 ARRDC4 ASNS ASPHD2 ASS1 ATAD2B ATF3 ATF5 ATG2A ATOSA ATXN1 AZI2 B3GLCT B3GNT5 B4GALT4 BATF3 BAZ2A BAZ2B BBLN BBS7 BCL2A1 BCL3 BCL6 BIN2 BLTP3B BLVRB BMP2K BMS1P1 BNIP3L BRAP BSDC1 BST1 BTG1 C10orf143 C11orf21 C18orf32 C1orf74 C4orf33 C7orf31 CACNA2D4 CAPG CAPN2 CARD19 CARHSP1 CARS1 CASP8 CAST CBLB CBS CBX4 CBX5 CCDC50 CCDC69 CCDC71L CCDC88C CCDC92 CCL2 CCL3 CCNB1IP1 CCNG2 CCPG1 CD37 CD40 CD48 CD55 CD69 CDC42BPA CDK17 CDK19 CDKN1A CEBPB CELSR1 CENPBD1P CEP120 CEP19 CEP97 CHAC1 CHD2 CHD6 CHFR CHI3L1 CHKB CHMP1B CHROMR CHST7 CKMT2-AS1 CLEC7A CLIC4 CLIP1 CNOT7 CPEB2 CPEB4 CR1 CREBL2 CRTC2 CSGALNACT2 CSRNP2 CSTA CTBS CTH CTSS CTTN CUL4B CXCL8 CYBB CYLD CYP2R1 CYTH2 DAPP1 DBN1 DCAF15 DCAF5 DDB2 DDIT4 DDX59 DENND1B DNAJB9 DNAJC1 DNAJC10 DPYSL2 DR1 DUSP10 DUSP4 DUSP5 DUSP6 DYNLT3 DZIP3 E2F7 EDEM1 EFCAB11 EFHC1 EHBP1L1 EHD1 EIF1 EIF5 EME2 EMSY ENSG00000280018 ENSG00000291107 ENTPD4 EPB41L3 EPOR ERAP1 ERGIC2 ERN1 ERRFI1 ETS1 ETV5 EXOSC6 F11R FAM111A FAM111A-DT FAM131B-AS2 FAM149B1 FAM200C FAM3A FAN1 FBXL13 FCER1G FGD3 FIG4 FILIP1L FLOT1 FLRT2 FOSL2 FOXJ2 FPR2 FRA10AC1 FSD1L FTH1 FTH1P5 FYN G6PD GABARAPL1 GABPB1-IT1 GADD45A GARRE1 GARS1 GAS5 GAS6-AS1 GAS7 GATAD1 GBP3 GCC1 GFPT1 GGACT GGPS1 GKAP1 GLIPR1 GNB5 GNE GNL1 GNS GOLGA1 GOLGA2 GOLGA6L9 GOLGB1 GORAB GPAT3 GPATCH2L GPCPD1 GPR137B GPR84 GPSM3 GPT2 GRB10 GRPEL2 GSTM1 GTF2H2C GTPBP2 GUSBP1 H1-10 HACD2 HACE1 HAGH HBEGF HBP1 HCG18 HCK HCST HDAC9 HEBP2 HECA HIP1 HIPK2 HLA-A HLA-E HLA-F HLA-G HLA-J HMCES HMGCL HSPA13 HTT IDH1 IDS IFI16 IFIT3 IFRD1 IFT80 IGF2R IL18 IL18R1 IL18RAP IL1RN INAFM1 ING4 INPP1 INPP5K INPPL1 IRAG2 IRAK4 IRF2BPL ISL2 ITGAV ITM2B ITPR1 ITPR2 ITPRIP IVNS1ABP JAG1 JAK1 KAT2B KCNE3 KDM6A KDM6B KDM7A KIF1B KIF21B KIZ KLF10 KLF4 KLF9 KLHL2 KLHL24 KLHL42 KLHL5 KRBOX4 KRCC1 KSR1 LACC1 LETMD1 LGALS1 LIMK2 LIN7A LINC-PINT LINC00205 LINC00294 LINC00662 LINC00667 LINC00888 LINC01409 LIPT2-AS1 LLGL2 LMBRD2 LMO4 LNPEP LPIN2 LPP LRP10 LRRFIP1 LSP1 MAFB MAFF MAML3 MANSC1 MAP1LC3B MAP2K5 MAP3K5-AS2 MAP7 MARS1 MBD6 MBNL2 MCEMP1 MDM4 ME1 MED17 MEF2A METTL25B METTL4 METTL7A MFSD6 MFSD8 MGC16275 MIA2 MICAL2 MID1IP1 MIER3 MINDY2 MIR124-1HG MIR223 MIR503HG MIR570 MIRLET7D MLLT11 MLST8 MOB3C MORC2-AS1 MORF4L2 MOSMO MR1 MSRB2 MTHFD2 MTMR6 MUTYH MXD1 MYL12A MYO1B MYO1G MYO5A MZF1 N4BP1 N4BP2L2 NABP1 NAGK NAMPT NAP1L1 NASP NBDY NBPF9 NBR1 NBR2 NCEH1 NCF1 NCOA1 NCOA3 NDE1 NDUFC1 NEAT1 NEDD4 NEK1 NFAT5 NFE2L1 NFIL3 NHLRC3 NIBAN1 NINJ1 NINJ2-AS1 NKIRAS2 NMRK1 NNT-AS1 NOL10 NOL4L NORAD NPHP3 NPIPA1 NPIPB3 NQO1 NRP1 NSD3 NUDT13 NUMB NUP214 NUTM2A-AS1 NXPE3 OGA OGFRL1 OGG1 OGT ORAI3 ORM1 OSBPL11 OSBPL7 OTUD5 P2RX4 PAG1 PALS1 PCBP1-AS1 PCK2 PCMTD1 PCNX1 PDCD4 PDCD5 PDE4D PEX1 PGD PGM3 PHACTR2 PHF11 PHF21A PHGDH PHLDA2 PIERCE2 PIK3CA PITX1-AS1 PKD1 PKD2 PLAGL2 PLCH1 PLEK PLEKHA1 PLEKHA5 PLEKHA8 PLIN2 PLP2 PLPP5 PLSCR1 PMAIP1 PML PNPLA8 POC5 POFUT1 POLG PPDPF PPIP5K1 PPP1R15A PPP2R3C PRAM1 PREX1 PRIMPOL PRKCA PRMT2 PRNP PSAT1 PSIP1 PSPH PSTPIP1 PTBP3 PTER PTGR1 PTH2R PTK2B PTP4A3 PTPDC1 PTPN23 PTPRC PTPRE RAB11FIP1 RAB27A RAB2B RAB3IP RAB4B RAB8B RAD51D RALGAPA1 RALGAPA1P1 RAP2A RAPGEF2 RARA RBCK1 RBKS RBM39 RBM4 RCBTB2 RCN1 RCSD1 RECK RET RETN RETREG1 RFC5 RFX3 RGS14 RGS16 RGS2 RHBDD1 RHOBTB3 RIOK3 RIT1 RNF146 RNF185 RNF2 RNF41 RNF7 RPL10L RPL37 RPS6KA5 RPS6KC1 RSPH3 RSRP1 S100A11P1 S100A8 S100A9 S100P SAMD4B SAMD9L SANBR SCAF4 SCAPER SCYL2 SCYL3 SDC2 SEC14L1 SEC22C SEC24A SEC24D SECISBP2L SEL1L3 SEMA4A SEMA4B SEMA4C SEPSECS SERPINB1 SERPINB6 SESN2 SETD7 SGCB SGTB SH2B3 SH3BP2 SH3GLB1 SH3PXD2A SH3RF3 SH3YL1 SHFL SHISA2 SHMT2 SIPA1L2 SKA1 SKIL SLA SLC12A6 SLC16A6 SLC1A4 SLC22A15 SLC25A24 SLC25A36 SLC25A37 SLC25A40 SLC2A3 SLC30A7 SLC38A2 SLC3A2 SLC49A4 SLC7A1 SLC7A11 SLFN13 SMCR8 SMIM14 SMOX SNHG14 SNHG32 SNTB1 SNX16 SP100 SPACA9 SPG11 SPPL2A SQSTM1 SRD5A1 SRD5A3 SRGAP2 SSBP2 SSH1 ST20 ST20-AS1 ST3GAL1 ST7L STAT2 STC2 STIM1 STK3 STK39 STK4 STX16 SUCNR1 SYNE3 SYNJ1 SYTL1 TAF15 TAFAZZIN TAGAP TALAM1 TANK TAP1 TAPT1 TATDN3 TBL1X TCEA3 TCF12 TCF4 TCP11L1 TES TFAP2E TFE3 TGIF1 THUMPD3-AS1 TIGD7 TIMM9 TIMP2 TIRAP TM2D1 TMEM116 TMEM135 TMEM143 TMEM154 TMEM170B TMEM268 TMEM52B TMEM65 TMEM80 TMEM87B TMIGD3 TNFAIP2 TNFAIP8L2 TNFRSF10B TNFRSF10D TNFRSF1B TNRC6B TOR4A TP53I13 TPK1 TPM4 TRAF3IP2-AS1 TRAF3IP3 TRAPPC6A TRAPPC6B TRIB2 TRIB3 TRIM38 TRIM39 TRIM4 TRIM8 TRIOBP TRIQK TRMT13 TSC22D3 TSPAN31 TTBK2 TTC7B TTYH3 TUBA1A TUBE1 TUG1 TWIST1 TXNIP TYROBP UBALD2 UBE2H UBE2L6 UGGT1 UGGT2 USO1 USP27X USP3 USP37 USP9X UTRN VAMP4 VEGFA VLDLR VPS35L VPS39 VPS45 VPS8 VSIR WARS1 WDFY1 WDFY3 WDR33 WDR45 WNK1 WSB1 XIAP YIPF4 YIPF6 YJU2B YPEL5 ZBTB41 ZBTB46 ZBTB6 ZC3H6 ZCCHC24 ZCCHC8 ZER1 ZMYM2 ZMYM5 ZNF133 ZNF174 ZNF18 ZNF211 ZNF222 ZNF224 ZNF230 ZNF252P ZNF274 ZNF277 ZNF311 ZNF33B ZNF397 ZNF436 ZNF451 ZNF518A ZNF536 ZNF566 ZNF569 ZNF621 ZNF623 ZNF641 ZNF652 ZNF671 ZNF691 ZNF789 ZNF81 ZRSR2 ZSCAN16 ZSCAN29 ZSWIM6 KRIGE_RESPONSE_TO_TOSEDOSTAT_6HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRIGE_RESPONSE_TO_TOSEDOSTAT_6HR_DN ABCD3 ABCE1 ABCF2 ACADSB ACOT7 ACP3 ACSL5 ACTR5 ADAM15 ADAT2 ADI1 ADISSP ADORA2A ADRB2 AGMAT AGPS AHSA1 AIF1 AK4 AKAP1 AKT2 ALDH18A1 ALDH1B1 ALDH5A1 ALG1 ALG3 ALKBH2 ALMS1 ALYREF AMD1 ANAPC5 ANKLE1 ANKRD27 ANKRD36 ANKS6 ANTKMT ANTXR2 AP4B1 APBB2 APOOL AQR ARHGAP25 ARHGAP9 ARHGDIA ARHGDIG ARHGEF40 ARL5A ARMC10 ARRB1 ASAH1 ASB13 ASXL1 ATAD3A ATAD3B ATF7IP2 ATG3 ATG7 ATP11B ATP23 ATP5MC1 ATP5MC3 ATP5ME ATP5MF AURKAIP1 AZU1 B3GALNT2 B3GAT3 B3GNT7 B4GALT5 B4GAT1 BAG1 BAHCC1 BAZ2A BCCIP BCR BDH1 BDP1 BEND3 BID BIN2 BMP8B BNIP3L BOLA2 BOLA3 BTBD7 BZW1 BZW2 C11orf21 C12orf29 C1QBP C4orf3 C4orf33 C7orf50 C9orf78 CA2 CA8 CABLES1 CALR CAPG CARNMT1 CBX5 CCDC113 CCDC124 CCDC138 CCDC26 CCDC85B CCDC86 CCND1 CCT3 CD302 CD59 CD81 CDC42EP4 CEACAM6 CEBPA CENPM CENPV CENPW CENPX CEP43 CETN2 CFAP73 CFAP97 CFDP1 CFL2 CHCHD7 CHI3L1 CHML CHMP1A CHORDC1 CHST4 CHST7 CIAPIN1 CKS2 CLEC11A CLPTM1 CLPTM1L CLTB CLUH COA7 COIL COL4A2 COPB2 COPRS COPS7B COPS9 COQ3 COQ8A CORO7 COX11 COX16 COX5A COX7B CREB3L2 CRELD1 CTRL CTSG CUTC CWC25 CWF19L1 CYB561 CYB5A CYB5D1 CYB5RL DACH1 DANCR DBR1 DCAF13 DCAF4 DCAF8 DCBLD2 DCTPP1 DCUN1D5 DCXR DDI2 DDIAS DDX10 DDX18 DDX19A DDX24 DDX31 DDX54 DEAF1 DEF8 DEPDC7 DFFB DHCR24 DHCR7 DHODH DHRS9 DHX30 DHX33 DHX37 DHX57 DIMT1 DIXDC1 DKC1 DLEU1 DLEU2 DLX4 DNAAF2 DNAAF3 DNAAF5 DNAJA1 DNAJA4 DNAJB1 DNAJB6 DNAJB9 DNAJC11 DOHH DPCD DPP7 DPYSL2 DR1 DRAM1 DTD2 DUS3L DUSP23 DUSP3 DUSP4 DUT DYRK2 DZIP3 EARS2 EBF3 EBNA1BP2 EBP EBPL ECE2 ECI2 EEF1AKMT1 EEF1AKMT4 EEF2K EEIG2 EHBP1L1 EHD1 EI24 EIF3B EIF3J EIF4E EIF4E2 EIF5B ELOF1 ELP1 ELP2 EMC8 ENAH ENDOG ERAP2 ERCC2 ERGIC1 ESF1 ETFA EWSR1 EXOSC3 EXOSC4 EXOSC7 FABP5 FAM111A FAM111A-DT FAM117B FAM118B FAM136A FAM162A FAM200C FAM201A FAM210A FAM229B FAM98A FARP2 FARSA FASN FBRSL1 FCER1G FCGR1A FGD3 FGFBP3 FJX1 FKBP1A FKBP4 FLT3 FLVCR1 FOXF2 FOXRED2 FSCN1 FUBP1 FUT4 FXN G3BP1 GADD45B GADD45GIP1 GALNT14 GALNT2 GAR1 GAS5 GBA1 GCAT GCSH GEMIN4 GEMIN5 GEMIN6 GFM1 GGA2 GJA3 GLA GLRX5 GLYR1 GM2A GNB4 GNL3 GNL3L GNPNAT1 GOLGA8N GOLM1 GOT2 GPATCH4 GPD1L GPR183 GPR85 GPS2 GRAMD4 GRPEL1 GRSF1 GRWD1 GSPT1 GTF2H2 GUSBP1 H2BC7 HDAC2 HDAC4 HDDC2 HDGF HDHD5 HEATR1 HES6 HILPDA HIVEP2 HIVEP3 HK2-DT HMGB1 HMGB1P4 HMGN3 HMOX2 HNRNPA3 HNRNPC HNRNPD HNRNPD-DT HNRNPDL HPDL HS3ST3A1 HS3ST3B1 HSP90AA1 HSP90B1 HSPA1B HSPA4L HSPB1 HSPBP1 HSPD1 HSPE1 HSPH1 IDH3A IDH3B IDS IFI16 IFITM2 IFT57 IGFBP7 IGSF10 IKBIP IKZF1 IL17D IL18R1 IL6R ILF3 IMP3 IMP4 INF2 INSIG1 IPMK IPO4 IPO7 IRX3 ISCA1 ISG20L2 ITGA4 JPT1 JPT2 KANK1 KBTBD6 KCTD12 KIF20B KITLG KLHL18 KLHL23 KLHL42 KNOP1 KPNA5 L3HYPDH L3MBTL2 LAPTM4B LARP4 LAS1L LBHD1 LDHA LDLRAD3 LGALS12 LGALS14 LGALS9 LINC00294 LLPH LPCAT1 LPCAT2 LRG1 LRP3 LRPPRC LRRC34 LSM7 LSP1 LTV1 LUC7L LUC7L3 LY6E LYAR LYRM2 LYST MACROH2A1 MAD2L1 MANEA MANSC1 MAP2K3 MAPKAPK5-AS1 MARCKS MATK MAZ MCAT MCM8 MDFIC ME2 MED24 MED4 METTL16 METTL21A METTL26 METTL8 MFNG MGAT4A MGLL MICAL2 MICOS13 MIF MINDY2 MIR3682 MIR570 MLC1 MLKL MLLT6 MMACHC MOB3C MOGS MON1A MORF4L2 MORN2 MPHOSPH6 MPI MPZL1 MREG MRI1 MROH1 MRPL12 MRPL14 MRPL16 MRPL21 MRPL23 MRPL24 MRPL36 MRPL4 MRPL41 MRPL44 MRPL57 MRPS12 MRPS17 MRPS23 MRPS25 MRPS26 MRPS30 MRPS34 MRTO4 MS4A3 MSH6 MSI2 MT1X MTCH2 MTFMT MTFP1 MTHFD2L MTURN MYB MYBBP1A MYC MYLIP MYO10 N6AMT1 NAA10 NAA20 NAA25 NAA38 NAGPA NANOS1 NASP NAXE NCBP2 NCF1 NCL NCOA1 NCR3LG1 NDUFA11 NDUFAF8 NDUFB10 NDUFB7 NDUFC1 NDUFS3 NDUFS5 NEFH NELFCD NFE2L3 NHP2 NHP2P2 NIFK NINJ1 NIP7 NLN NME4 NOC2L NOCT NOL10 NOL11 NOL6 NOLC1 NOP16 NOP2 NOPCHAP1 NPRL2 NR2F2 NREP NRGN NRROS NSD3 NTHL1 NUB1 NUDC NUDT12 NUDT4 NUDT5 NUDT7 NUFIP1 NUP155 NUP214 NUP35 NUP62 NUP88 NXPE3 OVAAL OXER1 P2RY2 P2RY6 P2RY8 PA2G4 PACRGL PAFAH1B2 PAK1IP1 PALM2AKAP2 PALS1 PALS2 PCCA-DT PCOLCE2 PDAP1 PDCD11 PDCD5 PDE4A PEBP1 PEMT PES1 PEX5 PFAS PFDN6 PGK1 PGM3 PHACTR1 PHACTR3 PHB1 PHLDA2 PIAS2 PIGW PISD PLA2G4A PLAAT1 PLD6 PM20D2 PMPCA PNO1 PNP POLD2 POLR1A POLR1B POLR1C POLR1G POLR2D POLR2E POLR2F POLR2H POLR3G POLR3H POP1 POP7 PPAN PPARGC1B PPIH PPP1R14B PPP1R27 PPP2R2D PPP2R5D PPP4R3B PRADC1 PRAM1 PRCP PRDX1 PRDX4 PRKACA PRKAR2B PRKCQ-AS1 PRMT2 PRMT5 PRPF31 PRPS1 PRPS2 PRR5 PRR7 PRTN3 PRXL2B PSMA2 PSMA5 PSMA7 PSMC2 PSME3 PSMG4 PTGER2 PTGES2 PTMA PTMAP3 PTMAP4 PTPRC PUS7 PWP1 PWWP3A QDPR RABL2B RAD1 RAD18 RALGAPA2 RANBP1 RANGAP1 RBBP6 RBKS RBM12 RBM25 RBM26 RBM28 RCC1 RCSD1 RDH10 RDH13 RET RFESD RFK RFTN1 RGS14 RHOF RHOT2 RIDA RIOX2 RITA1 RMND5B RNASE2CP RNASE3 RNASET2 RNF126 RNF207 RNGTT ROPN1L RPGRIP1L RPIA RPL12P11 RPL21P68 RPL23AP4 RPL27A RPS26 RPS6KA4 RRP1 RRP12 RRP15 RRP1B RRP7A RRP9 RRS1 RSC1A1 RUVBL1 S100A11P1 SACS SANBR SAR1B SCAMP1 SCARB1 SCD SCFD2 SCLY SCO2 SCRIB SDC2 SDF2L1 SEC11C SEC62 SEH1L SEMA4B SENP3 SEPTIN7 SERBP1 SERF1A SERF2 SESN3 SETD4 SFN SFPQ SFXN1 SFXN4 SHFL SIVA1 SKP2 SLA SLAMF8 SLC11A2 SLC16A1 SLC17A9 SLC19A1 SLC19A2 SLC25A10 SLC25A12 SLC25A19 SLC25A30 SLC25A32 SLC25A39 SLC29A1 SLC29A2 SLC2A1 SLC2A5 SLC35G1 SLC37A4 SLC39A10 SLC39A4 SLC40A1 SLC43A3 SLC5A6 SLC7A6 SLFNL1 SLIRP SMC4 SMIM30 SMYD2 SNHG12 SNHG14 SNHG16 SNHG26 SNHG4 SNHG5 SNRNP25 SNRNP70 SNRPA1 SNRPF SNU13 SOD2 SORD SORL1 SOX4 SPART SPR SPRYD4 SPTLC2 SQLE SQSTM1 SRFBP1 SRGN SRM SRRT SRSF11 SSB SSBP3 SSBP4 ST20-AS1 STING1 STIP1 STK11 STK33 STOM STRBP SUMO1 SYNCRIP SYNGR1 SYNGR2 TAF5L TARDBP TASP1 TBC1D1 TBC1D22A-DT TBC1D4 TBL3 TCF3 TCOF1 TELO2 TENT5A TENT5C TET1 TEX261 TFAM TFB2M TFDP1 TFRC TGFBRAP1 TGIF2 TGS1 THADA THAP4 TIGD7 TIMM10 TIMM13 TIMM17A TIMM21 TIMM22 TIMM23 TIMM8B TIMP2 TJP2 TM7SF3 TMED4 TMEM109 TMEM116 TMEM120B TMEM147 TMEM150C TMEM177 TMEM201 TMEM50B TMEM64 TMEM68 TMEM70 TMEM97 TMF1 TMIGD3 TNFAIP2 TNFAIP8L2 TNFRSF1B TNFSF13B TNPO2 TOMM22 TOMM5 TOMM6 TOP1MT TOR1AIP2 TP53I13 TPM3 TPP2 TRAF3IP3 TRAPPC2L TREX2 TRG-AS1 TRIAP1 TRIM14 TRIP13 TRMT10A TRMT10C TRMU TRNP1 TSPOAP1 TSR1 TSR3 TTC26 TTC5 TTLL12 TUBB2A TUBGCP4 TWIST1 TWNK TXLNG TXNDC17 TXNL4A UAP1 UBA2 UBAP2L UBASH3B UBE2NL UBIAD1 UBL5 UCK2 UMPS UNC13B UNC93B1 UPK3A UQCC3 UTP23 VAMP8 VARS1 VDAC1 VKORC1 VKORC1L1 WDR12 WDR3 WDR35 WDR36 WDR4 WDR45 WDR46 WDR74 WDR77 WDR90 WT1 XPO5 YBX3 YY1 ZAR1 ZBTB16 ZBTB24 ZDHHC11 ZFP36L2 ZMYND19 ZNF486 ZNF530 ZNF574 ZNF593 ZNF618 ZNF641 ZNF667 ZNF671 ZNF692 ZNF74 ZNF816 ZNHIT2 ZNRF3 ZSCAN31 ZSCAN5A KRIGE_RESPONSE_TO_TOSEDOSTAT_6HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRIGE_RESPONSE_TO_TOSEDOSTAT_6HR_UP AAK1 AARS1 ABCB10 ABCC4 ABCC5 ABHD2 ACAA2 ACAT1 ACSL1 ACTR3B ACY1 ADAL ADGRA3 ADGRE2 ADRB1 AGA AGO4 AGPS AHSA2P AJUBA AK6 AKAP13 AKNA AKTIP ALDH1L2 ALDH6A1 ALMS1 ALOX5 ALOX5AP AMACR ANKMY1 ANKRA2 ANXA3 AP1G2 AP1S2 APH1B APOLD1 APTX ARAP2 ARFGAP3 ARHGAP11B ARHGAP30 ARHGAP9 ARHGEF9 ARID4A ARL17A ARL4A ARMC8 ARMCX3 ARRB1 ARRDC3 ARRDC4 ASNS ASPHD2 ASS1 ATAD2B ATF3 ATF5 ATG2A ATL2 ATOSA ATOX1 ATP5F1D ATP6V1E2 ATR ATXN1 AURKAIP1 AZI2 B3GLCT B3GNT5 B4GALT4 BATF3 BAZ2B BBLN BBS7 BCL11A BCL2A1 BCL3 BCL6 BGLAP BID BLTP3B BLVRB BMP2K BMS1P1 BNIP3L BOP1 BRAP BSDC1 BST1 BTG1 BYSL C10orf143 C18orf25 C18orf32 C19orf44 C1QBP C1orf74 C4orf48 C7orf31 C8orf33 CACNA2D4 CAPN2 CARD19 CARHSP1 CARNMT1 CARS1 CASP8 CAST CBLB CBS CBX4 CBX5 CCDC169 CCDC50 CCDC69 CCDC71L CCDC88C CCDC92 CCL2 CCL3 CCNB1IP1 CCNG2 CCPG1 CD320 CD37 CD40 CD48 CD55 CD59 CD69 CDC42BPA CDK17 CDK19 CDK6 CDKN1A CEBPB CELSR1 CENPBD1P CEP120 CEP19 CEP97 CHAC1 CHD2 CHD6 CHFR CHI3L1 CHKB CHMP1B CHROMR CKMT2-AS1 CLEC7A CLIC4 CLIP1 CLN6 CLPB CNOT7 COLGALT2 CPEB2 CPEB4 CR1 CREBL2 CRTC2 CSGALNACT2 CSKMT CSRNP2 CSTA CTBS CTH CTSS CTTN CUL4B CXCL8 CYBB CYLD CYP2R1 CYTH2 DAPP1 DAZAP1 DBN1 DCAF15 DCAF5 DDB2 DDIT4 DDX21 DDX31 DDX46 DDX59 DEFA1 DENND1B DEPTOR DNAAF5 DNAJB9 DNAJC1 DNAJC10 DNAJC12 DPH2 DUSP10 DUSP5 DUSP6 DYNLT3 E2F7 EARS2 EDEM1 EFCAB11 EFHC1 EGR1 EIF1 EIF3B EIF3M EIF5 ELANE EME2 EMSY ENAH ENSG00000280018 ENSG00000291107 ENTPD4 EPB41L3 EPOR ERAP1 ERGIC1 ERGIC2 ERI3 ERICH1 ERN1 ERRFI1 ESF1 ESYT2 ETS1 ETV5 EXOSC5 EXOSC6 F11R FAM118A FAM131B-AS2 FAM149B1 FAM174C FAM204A FAM3A FAM86B1 FAN1 FARSA FAS FBL FBXL13 FCER1G FCGR1A FIG4 FILIP1L FLOT1 FLRT2 FMNL2 FOSL2 FOXJ2 FPR2 FRA10AC1 FSBP FSD1L FTH1 FTH1P5 FTSJ1 FUT4 FYN FZR1 G6PD GABARAPL1 GABPB1-IT1 GADD45A GAL GALNT2 GARRE1 GARS1 GAS5 GAS6-AS1 GAS7 GATAD1 GBP3 GCC1 GFM1 GFOD1 GFPT1 GGACT GGPS1 GKAP1 GLIPR1 GMDS GNB5 GNE GNL1 GNS GOLGA1 GOLGA2 GOLGA6L9 GOLGB1 GORAB GPAT3 GPATCH2L GPCPD1 GPR137B GPR84 GPSM3 GPT2 GRB10 GRPEL2 GSPT1 GSTM1 GTF2H1 GTF2H2C GTPBP2 GTPBP4 H1-10 H1-2 HACD2 HACE1 HAGH HBEGF HBP1 HCG18 HCK HCST HDAC9 HEBP2 HECA HIP1 HIPK2 HLA-A HLA-E HLA-F HLA-G HLA-J HMCES HMGCL HMGN5 HOMER1 HOXD13 HSPA13 HTT IDH1 IFIT3 IFRD1 IFRD2 IFT57 IFT80 IGF2R IGFBP7 IKZF5 IL18 IL18RAP IL1RN ILF3 INAFM1 ING4 INPP1 INPP5K INPPL1 IRAG2 IRAK4 IRF2BPL ISL2 ISOC2 ITGAV ITM2A ITM2B ITPR1 ITPR2 ITPRIP IVNS1ABP JAG1 JAK1 JMJD8 KAT2B KCNE3 KDM6A KDM6B KDM7A KHSRP KIF1B KIF21B KIF9 KIZ KLF10 KLF4 KLF9 KLHL2 KLHL24 KLHL5 KRBOX4 KRCC1 KSR1 KTI12 LACC1 LETMD1 LGALS1 LIMK2 LIN7A LINC-PINT LINC00205 LINC00662 LINC00667 LINC00888 LINC00926 LINC01409 LIPT2-AS1 LLGL2 LMBRD2 LMO4 LNPEP LPIN2 LPL LPP LRP10 LRPPRC LRRFIP1 LSS LYZ MAFB MAFF MAML3 MAP1LC3B MAP2K5 MAP3K5-AS2 MAP7 MARS1 MBD6 MBNL2 MCEMP1 MDM4 ME1 MED17 MEF2A METTL25B METTL26 METTL4 METTL7A METTL8 MFSD6 MFSD8 MGC16275 MIA2 MID1IP1 MIER3 MINDY2 MIPEP MIR124-1HG MIR17HG MIR223 MIR503HG MIRLET7D MLLT11 MLST8 MORC2-AS1 MORF4L2 MOSMO MPO MR1 MS4A3 MSRB2 MT1F MTHFD2 MTHFD2L MTMR6 MTPAP MUTYH MXD1 MYL12A MYO19 MYO1B MYO1G MYO5A MZF1 N4BP1 N4BP2L2 NAA15 NABP1 NAGK NAMPT NAP1L1 NASP NBDY NBPF9 NBR1 NBR2 NCEH1 NCLN NCOA3 NDE1 NDUFAB1 NDUFAF4 NEAT1 NEDD4 NEK1 NEU3 NFAT5 NFE2L1 NFIL3 NHLRC3 NIBAN1 NIFK NINJ2-AS1 NKIRAS2 NLN NME1 NMRK1 NNT-AS1 NOC2L NOC3L NOC4L NOL10 NOL4L NOLC1 NOP14 NOP56 NOP9 NORAD NPHP3 NPIPA1 NPIPB3 NPM3 NQO1 NR1D2 NR1H3 NRP1 NSD3 NUDT13 NUMB NUP160 NUTM2A-AS1 NXT1 OGA OGFRL1 OGG1 OGT ORAI3 ORM1 OSBPL11 OSBPL7 OTUD5 P2RX4 PA2G4 PA2G4P2 PACRGL PAG1 PALS2 PARVB PCBP1-AS1 PCID2 PCK2 PCMTD1 PCNX1 PDCD11 PDCD2L PDCD4 PDCD5 PDE4D PEX1 PFDN6 PGAM5 PGD PHACTR2 PHF11 PHF21A PHGDH PIERCE2 PIGL PIH1D2 PIK3CA PITX1-AS1 PKD1 PKD2 PKP4 PLAGL2 PLCH1 PLEK PLEKHA1 PLEKHA5 PLEKHA8 PLEKHH1 PLIN2 PLP2 PLPP5 PLSCR1 PMAIP1 PML PMVK PNO1 PNPLA8 POC5 POFUT1 POLG POLR1F PPDPF PPIP5K1 PPP1R15A PPP2R3C PREX1 PRG2 PRIMPOL PRKACB PRKCA PRMT1 PRMT3 PRNP PROSER2 PRRC2C PSAT1 PSIP1 PSPH PSTPIP1 PTBP3 PTER PTGER4 PTGR1 PTH2R PTK2B PTP4A3 PTPDC1 PTPN23 PTPRC PTPRE PUM3 PWP2 PXN-AS1 QTRT1 RAB11FIP1 RAB27A RAB2B RAB32 RAB3IP RAB4B RAB8B RABEPK RAD51D RALGAPA1 RALGAPA1P1 RANGAP1 RAP2A RAPGEF2 RARA RBCK1 RBFA RBM39 RBM4 RBSN RCBTB2 RCL1 RCN1 RECK RET RETN RETREG1 RFC5 RFX3 RGS16 RGS2 RHBDD1 RHOBTB3 RIOK1 RIOK3 RIOX2 RIT1 RNASEH1-DT RNF126 RNF146 RNF185 RNF2 RNF41 RNF7 RPAIN RPL10L RPL22L1 RPL37 RPL5 RPP40 RPS6KA5 RPS6KC1 RSPH3 RSRP1 RUVBL2 S100A8 S100A9 S100P SAMD4B SAMD9L SCAF11 SCAF4 SCAMP1 SCAPER SCARB1 SCO1 SCYL2 SCYL3 SEC14L1 SEC22C SEC24A SEC24D SECISBP2L SEH1L SEL1L3 SEMA4A SEMA4C SEPSECS SERPINB1 SERPINB6 SESN2 SETD7 SFXN4 SGCB SGTB SH2B3 SH3BP2 SH3GLB1 SH3PXD2A SH3RF3 SH3YL1 SHISA2 SHMT2 SHPK SIPA1L2 SKA1 SKIC8 SKIL SLC12A6 SLC12A9 SLC16A6 SLC1A4 SLC22A15 SLC25A24 SLC25A36 SLC25A37 SLC25A40 SLC29A1 SLC2A3 SLC30A7 SLC36A4 SLC37A4 SLC38A2 SLC38A5 SLC39A14 SLC39A3 SLC3A2 SLC49A4 SLC7A1 SLC7A11 SLFN13 SMARCD1 SMCR8 SMIM14 SMOX SNHG14 SNHG32 SNTB1 SNX16 SORD SP100 SPACA9 SPG11 SPPL2A SPRY1 SRD5A1 SRD5A3 SRGAP2 SSBP2 SSH1 ST20 ST3GAL1 ST7L STAT2 STC2 STIM1 STK3 STK39 STK4 STX16 SUCNR1 SUPV3L1 SYNE3 SYNJ1 SYTL1 TAF15 TAF4B TAFAZZIN TAGAP TALAM1 TANK TAP1 TAPT1 TATDN3 TBC1D4 TBL1X TCEA3 TCF12 TCF4 TCP11L1 TES TFAP2E TFE3 TFEC TGIF1 THOP1 THUMPD3-AS1 TIMM10 TIMM50 TIMM9 TIRAP TM2D1 TM7SF3 TMED3 TMEM135 TMEM143 TMEM154 TMEM170B TMEM268 TMEM52B TMEM65 TMEM80 TMEM87B TNFRSF10B TNFRSF10D TNRC6B TOMM40 TOR4A TPK1 TPM4 TPR TRAF3IP2-AS1 TRAFD1 TRAP1 TRAPPC6A TRAPPC6B TRIB1 TRIB2 TRIB3 TRIM38 TRIM39 TRIM4 TRIM8 TRIOBP TRIQK TRMT13 TRMT5 TSC22D3 TSPAN31 TSR1 TTBK2 TTC7B TTYH3 TUBA1A TUBA3E TUBE1 TUG1 TXNIP TXNL4A TYROBP UBALD2 UBE2E2 UBE2H UBE2L6 UGGT1 UGGT2 UMPS URB1 USO1 USP19 USP27X USP3 USP37 USP7 USP9X UTP15 UTP20 UTRN VAMP4 VARS1 VEGFA VLDLR VPS35L VPS39 VPS45 VPS8 VSIR WARS1 WDFY1 WDFY3 WDR33 WDR4 WDR43 WDR45 WDR74 WDR75 WNK1 WSB1 XIAP YIPF4 YIPF6 YJU2B YPEL5 ZBTB41 ZBTB46 ZBTB6 ZC3H6 ZCCHC24 ZCCHC8 ZEB2 ZER1 ZMYM2 ZMYM5 ZNF133 ZNF174 ZNF18 ZNF211 ZNF222 ZNF224 ZNF230 ZNF252P ZNF274 ZNF277 ZNF311 ZNF330 ZNF33B ZNF397 ZNF436 ZNF438 ZNF451 ZNF518A ZNF536 ZNF566 ZNF569 ZNF621 ZNF623 ZNF641 ZNF652 ZNF691 ZNF696 ZNF789 ZNF81 ZNRD2 ZRSR2 ZSCAN16 ZSCAN29 ZSWIM6 KRISHNAN_FURIN_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRISHNAN_FURIN_TARGETS_DN KCNIP2 LEPR NCMAP OPLAH PTGR2 RPF1 SENP8 TSPAN9 ZNF385C KRISHNAN_FURIN_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRISHNAN_FURIN_TARGETS_UP DTL FOS H3-3A HSPA1A HSPA8 IGHG1 JUN MGARP S100A4 TGM2 KUMAMOTO_RESPONSE_TO_NUTLIN_3A_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KUMAMOTO_RESPONSE_TO_NUTLIN_3A_DN CCNA2 CCNB1 CDC20 CDKN3 CENPF CKS2 KIF2C KIFC1 KNL1 SPAG5 KUMAMOTO_RESPONSE_TO_NUTLIN_3A_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KUMAMOTO_RESPONSE_TO_NUTLIN_3A_UP BTG2 CYFIP2 GDF15 MDM2 NINJ1 PLTP SESN1 SULF2 TP53I3 KUMAR_AUTOPHAGY_NETWORK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KUMAR_AUTOPHAGY_NETWORK ABTB2 ACAT2 ACTL6B ARPP19 BMP1 CARD17P CDAN1 CDH6 CENPK CNN1 CPS1 CPZ CRX DIRAS1 DPY30 EMP2 ENTREP3 FGF23 FRMD5 FUCA2 GAL3ST3 GALNT2 GATD3 GUK1 HCAR2 HCP5 HNRNPC IRF4 KERA KLHL11 KLRF1 KRBA1 LAMB1 LCOR LETM2 LGALS9 LINC02870 LST1 LTBP4 MAPK10 MOCS2 MRPL20 MRPL3 MSMP NAT16 NEK7 P2RY13 PDK1 PDZD11 PGK1 PGM1 PLEKHG2 PROK2 PRXL2C PXK RELL1 REV3L RIMS2 RTF2 SLC26A11 ST8SIA4 TFAP2C TLCD4 TLR8 TOP2A USP9Y VCP VPS26B ZNF416 ZNF554 ZNF599 ZNF831 KUMAR_PATHOGEN_LOAD_BY_MACROPHAGES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KUMAR_PATHOGEN_LOAD_BY_MACROPHAGES ABTB2 ACAT2 ACSL1 ACTL6B ADGRG4 AGER AGR3 AK5 AKTIP AMN1 ANO4 AP1B1 ARL10 ARPP19 ASPSCR1 ASTN2 ATP5F1C ATP7A ATP9A BBS2 BET1L BMP1 BPIFB1 BPY2B BTLA C12orf54 C17orf80 C1orf43 C2orf42 C2orf76 C6orf89 C9orf40 CALCOCO2 CALML6 CARD17P CATSPER2 CCNB1 CDAN1 CDC20B CDC42EP3 CDH6 CENPH CENPK CEP76 CHMP2A CHMP2B CIAPIN1 CLDN15 CLEC4G CLNS1A CLVS2 CNN1 COL11A2 CPLANE2 CPS1 CPZ CRX CSRNP1 CXCL5 CYYR1 DCAF4 DCAKD DIMT1 DIRAS1 DMPK DNAJC19 DPY30 DYNC2I1 E2F3 ECE2 EFHC2 ELK4 EMP2 ENTREP3 FAM47B FBXL16 FBXO38 FCGR1BP FGF23 FOXD3 FOXD4L1 FOXR1 FRMD5 FUCA2 GAL3ST3 GALE GALNT2 GATD3 GGA1 GJA10 GMPPA GOLT1B GPR148 GPR151 GPR158 GPR183 GTF3C2 GTPBP10 GUK1 H1-10 H2AC25 H2AJ HCAR2 HCFC1 HCP5 HIP1R HLA-E HNRNPA3 HNRNPC HPCA HPDL IFT27 IFTAP IL17D IPO13 IRX1 ITGB1 KBTBD8 KERA KIAA1958 KIF6 KLHL11 KLRF1 KRBA1 KRT6B LAMB1 LCOR LETM2 LGALS9 LILRB1 LINC02870 LRATD1 LRP5L LST1 LTBP4 MAFF MAPK10 MARS2 MCL1 MCUB MIR1915HG MN1 MOCS2 MRGPRG MRPL20 MRPL3 MSMP MSRA MYL1 MZT2A N4BP2 NAT16 NDUFA11 NEK7 NELL2 NKAIN3 NKRF NRBP1 NXNL2 ODF1 ODF2 OR13F1 OR56A1 OR6Y1 OR8B4 OTX1 P2RY13 PACC1 PARP12 PARS2 PCDH17 PDE12 PDK1 PDZD11 PEX1 PFKFB4 PGAP4 PGK1 PGM1 PHC3 PIK3CB PIK3R1 PKD1L2 PLAC4 PLEKHG2 PLXNA4 POP5 PPY PRDX5 PROK2 PRSS33 PRXL2C PTMA PWWP3A PXK RAB3IL1 RAET1L RALGDS RASSF5 RBM44 RBM7 RELL1 REV3L RIMS2 RNASEH2B RPP40 RTF2 S100A8 SANBR SBNO1 SCGB1D4 SCRN1 SCTR SDR42E1 SH2B3 SHISAL2A SLC24A2 SLC26A11 SLC37A3 SLC38A10 SLC9A2 SPATA1 SPATA19 ST8SIA4 STIL STK40 STOML2 STX1B SYT1 SYTL5 TAC3 TAP1 TAS1R2 TBL2 TFAP2C THOC7 TLCD4 TLE5 TLE6 TLR8 TMEM201 TMEM254 TNFRSF10A TNFRSF19 TOLLIP TOP2A TPMT TRIP11 TRMT2B TTC6 UAP1 UBE2D2 UBN1 UBOX5 UGT1A6 UMOD USP9Y VCP VPS26B WARS1 YTHDF1 ZAR1 ZNF271P ZNF286A ZNF384 ZNF396 ZNF416 ZNF554 ZNF57 ZNF599 ZNF746 ZNF827 ZNF831 ZXDA KUMAR_TARGETS_OF_MLL_AF9_FUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KUMAR_TARGETS_OF_MLL_AF9_FUSION ABCC5 ABHD14A ABHD8 ABLIM1 ACADS ACOD1 ACOT9 ADAR ADGRG3 AKAP8 AKR1C4 AKT1 ALDH7A1 ALOX15 ANG ANGPT1 ANKRD10 ANXA1 AQP9 ARG2 ARL6IP4 ARMCX2 ATG7 ATM ATP1B3 ATXN10 B4GALNT1 BASP1 BCKDHA BLK BLNK BMAL1 BPNT2 C15orf39 C1QC C1R C4orf3 CAMK2D CAPRIN2 CBX6 CCL5 CCNG2 CCR9 CD19 CD2 CD27 CD3E CD5 CD55 CD5L CD6 CD72 CD79A CD83 CD8A CD8B CD9 CDC42EP4 CDH5 CDIP1 CEACAM1 CEBPZ CHCHD10 CIB1 CIDEB CITED2 CLCN3 CLDN1 CLN6 CMBL CMPK2 CMTR1 COL19A1 CORO2B COX6A2 CPA3 CPSF4 CSNK1A1 CTC1 CTSB CTSC CTSW CXCR3 CXCR5 CXXC5 CYB561 CYP11A1 CYP2A6 CYP2D6 CYP2S1 CYP7B1 CYRIB DAB2IP DCK DDAH2 DDR1 DLAT DMPK DNAJC3 DNTT DSC1 DSP DTD1 DUSP9 EBF1 EIF2S2 EIF3E EIF3J ELL2 ELN ELOVL5 ENO1 ENPEP EOMES EPHX1 EPX EXT2 EXTL3 EYA2 F10 F2R F2RL2 F8A1 FAM76B FASN FBP1 FCER1A FCER2 FCGR1A FCRLA FERMT3 FKBP9 FRAT2 FYN GABBR1 GALNT3 GAPDH GAS2 GATA3 GDPD3 GIMAP1 GIMAP4 GJB3 GLG1 GNB4 GNG12 GOLIM4 GPC1 GPC4 GPX3 GSDME GSTA2 GSTO1 GTPBP2 GUCA2B GUCD1 GUSB GZMA H1-0 HDAC7 HDC HINT2 HIVEP2 HK2 HMGCS1 HMX3 HNRNPA2B1 HOXA10 HOXA5 HOXA6 HOXA7 HOXA9 HPGD HPS1 HS3ST1 HSPA4 IARS2 ICA1 ICOS IDH1 IFI16 IFI27L2 IFIT1B IFIT2 IFIT3 IFNB1 IGF1 IGHD IGHM IGHV1-58 IGLC1 IGLL1 IGLV4-69 IL1RL1 IL1RN IL4 IL7R INHBA IRF4 IRF9 IRGM ISG15 ITK ITM2A ITSN1 KANK3 KCNAB2 KIAA2013 KLK1 KLRC1 KLRD1 KMT2A KMT5A KRTAP5-2 LCK LCT LEF1 LGALS3BP LGR5 LHPP LHX3 LILRB4 LIMS1 LPCAT1 LSG1 LTB LTF LY6D LYSMD2 MAG MAPK3 MARCKS MBNL1 MCOLN2 MEF2C MEIS1 METTL9 MGP MID1IP1 MIGA2 MMP9 MOCOS MR1 MRC1 MS4A1 MS4A2 MTDH MYL4 MYO1D NABP1 NAGLU NAT8B NAV1 NCR1 NFE2L2 NFIX NME3 NPEPL1 NSG2 ODC1 OGFOD2 OLA1 OLFM1 ORMDL3 OTUD5 PAN2 PAX5 PCBP2 PCCB PDCD6 PDE7A PDK1 PDLIM1 PDXDC1 PDZK1 PENK PERP PES1 PEX7 PFKP PGM1 PGRMC2 PHTF2 PIM2 PKP4 PLA2G4A PLA2G7 PLBD1 PLET1 PLS3 PML POLM POLR1B POSTN POU2AF1 PPIC PRDM5 PRG2 PRG3 PRKCA PRKCQ PSIP1 PSMD9 PTCH1 PTGER4 PTP4A3 PTPRCAP RAB31 RABGGTB RAG1 RALGPS2 RAMP1 RAP1A RB1 RBBP6 RBPMS RECK REM1 REXO5 RGS9 RHOB RMC1 RNASE3 RNF11 RNF220 RPS6KB2 RPS6KC1 RSAD2 RSL24D1 RUSC1 RYR1 SATB1 SCD SDC4 SEMA6B SERPINB3 SFMBT2 SH3BGR SH3GLB1 SHD SIT1 SLAIN1 SLC12A2 SLC25A53 SLC30A4 SLC31A1 SMAGP SMO SNHG6 SOX4 SPATA13 SPATA6 SPIB SPIC SPP1 SPTLC2 SRGAP2 ST6GAL1 ST6GALNAC4 STK39 STX18 TAF1B TAF9 TBXAS1 TCF7 TERT TFB2M TGIF2 THY1 TM2D2 TMEM141 TMEM183A TMEM205 TMEM30A TNFRSF19 TP53INP2 TPI1 TRAC TRAF4 TRBC1 TRBC2 TRIM5 TSPAN13 TTC39B TXN TXNDC17 UBE2B UGDH UPP1 USE1 USP18 VCAM1 VNN3P VPREB1 VPS41 VPS53 VTA1 WFDC21P XPO1 ZAP70 ZCCHC3 ZDHHC14 ZFP2 ZFPM1 ZFTRAF1 ZIK1 ZNF362 ZNF821 KUNINGER_IGF1_VS_PDGFB_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KUNINGER_IGF1_VS_PDGFB_TARGETS_DN ADO ANLN ANXA8L1 ARHGAP6 ATP1A3 B3GNT2 CAV2 CD53 CDKN2D CENPH CKAP2L CLBA1 CPED1 CSF2RB DLX3 DUSP4 DUSP6 EPS8 ERRFI1 F2R F3 FBXO32 GFOD1 GREM1 HMGA2 IL1R1 IL33 JADE2 LBH MGP MMD NCEH1 PHEX PLXDC1 PRKG2 PTGS1 RBPMS RCAN2 SLC37A3 SMIM36 SPAG5 SPRR1A THBD THBS2 TIMP1 TPX2 KUNINGER_IGF1_VS_PDGFB_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KUNINGER_IGF1_VS_PDGFB_TARGETS_UP AAMDC ACTA1 ACTC1 ACTN3 ATP2A1 ATP2B4 BRWD1 C1QTNF3 CAVIN2 CCDC134 CNR1 COX6A2 DAAM2 DCLK1 DDC ENAH ERBB3 FAM8A1 FBXO17 FMO1 FNDC5 FST FZD5 GATM GPT2 HDAC11 HJV HSPB2 IFFO1 IGF2 ITGB1BP2 KLHL40 KLHL41 LDB3 LMOD2 MYBPH MYH3 MYL1 MYL4 MYLK4 MYMK MYMX MYOG MYOM2 NCAM1 NEIL1 NPNT PABPC1L PARM1 PGAM2 PKIA PPFIA4 PRKAA2 PRKAG3 PYGM RB1 RYR1 SGCA SGCG SMPX SMTN SMYD1 SNTB1 SOX8 SRL STYXL2 SYNPO2L TMEM182 TMEM38A TNNC1 TNNI1 TNNT1 TNNT2 TNNT3 TPM1 TPM2 TTN UNC45B USP2 USP3 XIRP1 ZBTB18 KUROKAWA_LIVER_CANCER_EARLY_RECURRENCE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KUROKAWA_LIVER_CANCER_EARLY_RECURRENCE_DN HLA-A HLA-B IGF2R LCLAT1 RB1 VPS35 KUROKAWA_LIVER_CANCER_EARLY_RECURRENCE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KUROKAWA_LIVER_CANCER_EARLY_RECURRENCE_UP AK1 ALCAM CDH1 DAPK1 DDX39B HSPA1A KRT8 NMT1 NRG2 PUF60 RGS5 USP39 KUROZUMI_RESPONSE_TO_ONCOCYTIC_VIRUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KUROZUMI_RESPONSE_TO_ONCOCYTIC_VIRUS C3 CASP1 CCL2 CCL20 CCL22 CCL23 CCL3 CCL5 CCL7 CCR1 CCR2 CCR4 CCR5 CCR6 CCR7 CCR9 CD40LG CXCL10 CXCL2 CXCL9 CXCR2 CXCR3 CXCR5 IFNG IL10RA IL11 IL13RA1 IL15 IL16 IL18 IL1A IL1B IL1R2 IL2RB IL2RG IL36RN IL6R IL6ST ITGAD LTA LTB SPP1 TNF TNFRSF1B XCR1 KUROZUMI_RESPONSE_TO_ONCOCYTIC_VIRUS_AND_CYCLIC_RGD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KUROZUMI_RESPONSE_TO_ONCOCYTIC_VIRUS_AND_CYCLIC_RGD BCL6 CCL11 CCL22 CCR1 CCR2 CCR4 CCR5 CCR8 CCR9 CD40LG CXCL11 CXCL9 CXCR1 CXCR2 IFNG IL10 IL10RA IL13 IL2RB IL36RN LTA KUUSELO_PANCREATIC_CANCER_19Q13_AMPLIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KUUSELO_PANCREATIC_CANCER_19Q13_AMPLIFICATION AKT2 C19orf47 CCNP CLC DLL3 DYRK1B EID2 EID2B FBL FCGBP GMFG IFNL1 LEUTX LGALS13 LGALS14 LGALS16 LGALS17A LRFN1 MAP3K10 MED29 PAF1 PLD3 PLEKHG2 PRR13P5 PSMC4 RPS16 SAMD4B SELENOV SUPT5H TIMM50 TTC9B ZFP36 ZNF546 ZNF780A ZNF780B KUWANO_RNA_STABILIZED_BY_NO https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KUWANO_RNA_STABILIZED_BY_NO CHIC2 GADD45B HMOX1 ID3 KLF10 PTGS2 RGS2 KYNG_DNA_DAMAGE_BY_4NQO https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KYNG_DNA_DAMAGE_BY_4NQO ABCC1 ADAMTS1 ADH6 ANKRD11 ASMTL ATF7 ATOX1 CD36 CYB5A CYBRD1 CYP51A1 DSCAM ESD FBLN2 HSPB8 ID1 IFNGR2 IL16 ITGB5 LSP1P4 MOK MPP3 MT1H NET1 PCK2 PDCD2 PDGFRL POLR2F PPA1 RAB11B RABGGTB RHOBTB3 RUFY3 SSR3 USP9X WNT5A KYNG_DNA_DAMAGE_BY_4NQO_OR_GAMMA_RADIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KYNG_DNA_DAMAGE_BY_4NQO_OR_GAMMA_RADIATION AGPAT1 CYP19A1 DCTD EGFR EGR1 EPHA1 FAN1 FGF2 GYPB LIMS1 LRRFIP2 PPOX PPP1R12C SERPINE2 UBE2N KYNG_DNA_DAMAGE_BY_4NQO_OR_UV https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KYNG_DNA_DAMAGE_BY_4NQO_OR_UV ADAM11 AKAP6 ARNT2 ATP6V0B BAP1 BTG3 C3AR1 CDC25A DUSP5 EFNB3 GGA3 HNMT HNRNPD IFNGR1 IGF1 IL18R1 IL1R1 INPP1 IRF2 ITGAL ITGB1 KCNK1 KIFC1 KRT13 LRP1 MIR9-1HG MTA1 MYD88 NMT1 PAFAH1B3 PCDH1 PCNA PCYT2 POFUT1 PPP2CB PRELP PRKAB1 PRMT1 PSG1 PTPRK PTPRN2 RAB7A RAB9A RAP2A RBM3 RBM5 RIN2 SEMA4D SERPINB2 SLC31A2 SLC35B1 SLC9A6 SUOX TCEA2 TCF7L2 TFPI2 TGFB3 TLE1 TOPBP1 TWF1 KYNG_DNA_DAMAGE_BY_GAMMA_AND_UV_RADIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KYNG_DNA_DAMAGE_BY_GAMMA_AND_UV_RADIATION ACTN4 ADSL AHCY ALDH9A1 APBA3 ATP6V0A1 BCL2L2 C1QTNF6 CCL28 CCNA2 CCNC CCND1 CCNH CDCA7 COG6 COPB2 CREBBP CRHBP CSNK1A1 CXADR CXCR4 DIS3 DNAJA1 DNALI1 EML4 ENDOU ENPP5 ENTPD1 ERCC5 EVI2A FMO4 GADD45A GCLC GYPB H2AJ HEXB HPCA IGFBP1 IL10RB ITIH2 ITPKB LDHD LOX MEF2C MMP7 MORF4L1 MSX2 N4BP1 NDUFB6 NNMT NRP2 PBX1 PHF3 PLCL1 PLD6 POLR2A PPP1R14A PPP3CA PRKD2 PRLR PSG2 PTGER4 PTH RAB6A RBBP6 RBL1 RPS6KA3 RPS6KB1 SAA1 SEM1 SEMA7A SERPINB6 SIAH1 SLC1A3 SLC6A1 TPM1 VCAM1 KYNG_DNA_DAMAGE_BY_GAMMA_RADIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KYNG_DNA_DAMAGE_BY_GAMMA_RADIATION AP1G1 APPBP2 ARF1 ARNT ATP5MJ ATRX AVPR1A BDH2 CACNA1I CCL13 CD8A CHL1 CHRNA7 CHRNE CIB2 CKS2 CRABP2 CYBB CYP39A1 DCT DDX18 DOCK2 DSC2 EPHA1 FADS1 FBLN1 FOLH1 FRZB GBP1 HBEGF HCLS1 HELZ HIBADH HLA-DQB1 HOXD9 HSF2 INSL4 LDHC LINS1 LIPC LRBA MET MITF MYB MYO5B NDEL1 NRK NRP2 PCSK5 PDE4DIP PDHA1 PFN1 PPIEL PPP2CA PRG2 PTGFRN RAB1B RAB2A RAB6A RBM6 RBP4 RHOB RIT2 RNF168 SCD SEC22A SEMA3B SLCO2A1 SMAD4 SP140 SP3 STAT5B SYNC TIA1 TIE1 TRAF6 VDAC3 KYNG_DNA_DAMAGE_BY_UV https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KYNG_DNA_DAMAGE_BY_UV ACE ADAM12 ADAMTS3 ALDH8A1 ATP7A CAB39 CD53 CD69 CEBPB CIR1 CNN1 COPS7A CRYAB CSF2RB DBT DLX4 EIF4A1 ELF4 EPS8L1 GDF11 GM2A GPD2 GSTA2 IL11RA KIF14 LCN2 LCP2 LIG4 MECOM MGAT2 MINK1 NFYB NRCAM PDCD10 PHLDA1 PRKAB2 PRKACA PTPN18 PTPRCAP QPCT RAB7A ROPN1L SEC23A SIRT5 SKAP1 SLC6A12 SNX8 ST6GALNAC2 STAT3 TFDP2 THOC1 TNFRSF10B UBR2 VASP KYNG_DNA_DAMAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KYNG_DNA_DAMAGE_DN ACE ACTN4 ADAMTS1 AGPAT1 AKAP12 ALDH3B2 ALDH9A1 ANKRD11 ANXA1 AP3B2 APBA3 ARF1 ARPC1B ATOX1 ATP5ME ATRX BEX3 BNIP3L BTG3 CAB39 CALU CCN2 CCNA2 CCNC CCND1 CCNH CCNL2 CD36 CD53 CD69 CDC25A CDCA7 CEBPB CIB2 CIR1 CNN1 COG6 COL3A1 COPB2 COPS7A CREBBP CRHBP CRYAB CSDE1 CSF2RB CSNK1A1 CTCF CXCL2 CYCS CYP51A1 DAXX DNAJA1 DSCAM EFNB1 EGR1 EIF3L EIF4E ENDOU EPS8L1 ESD FBLN2 FGF2 FGFR4 FLOT1 FMO4 FN1 GADD45A GALNT2 GBP1 GLRX GOLGA4 GOLPH3 GPD2 GYPB HEXB HGF HLA-DQA1 HSD17B10 HSPB8 ID1 IFNGR1 IFNGR2 IGF1 IGFBP3 IL10RB IL11RA INPP1 IRF2 ITGAL ITGB1 ITGB5 ITGB8 KRT13 LCK LCN2 LDHC LIMS1 LOX LSP1P4 MARK3 MINK1 MIR9-1HG MOK MORF4L1 MT1H MT1X MYD88 NDRG1 NDUFB6 NET1 NGF NMT1 NNMT NRP2 OAZ1 PAFAH1B3 PBX1 PCK2 PCNA PDCD5 PDGFRL POLR2F PPA1 PPP1R14A PPP2CA PRDX4 PRELP PRKAB1 PRKAB2 PRKACA PRKD2 PRMT1 PRSS23 PSG1 PSG2 PTGER4 PTPN18 RAB11B RAB2A RAB6A RAB7A RABGGTB RAP2A RBL1 RHOB RHOBTB3 RHOD RIN2 RPL7A SAA1 SEM1 SEMA3B SEMA4D SEMA7A SERPINB2 SERPINB6 SERPINE2 SGCB SLC31A2 SLC35B1 SNX8 SOD1 SSR3 ST6GALNAC2 SUOX TAF10 TAF1C TBCA TCF7L2 TFPI2 TGFB3 TIA1 TLE1 TNFRSF10B TP53I11 TPM1 TPR TWF1 TXNRD2 UGCG VDAC3 VIM KYNG_DNA_DAMAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KYNG_DNA_DAMAGE_UP ABCC1 ADAM11 ADAM12 ADAMTS3 ADH6 ADSL AHCY AKAP6 ALDH8A1 AP1G1 APPBP2 ARNT ARNT2 ASMTL ATF7 ATP5MJ ATP6V0A1 ATP6V0B ATP7A AVPR1A BAP1 BCL2L2 BDH2 C1QTNF6 C3AR1 CACNA1I CCL13 CCL28 CD8A CEPT1 CHL1 CHRNA7 CHRNE CKS2 CNKSR1 COL17A1 CRABP2 CTNND1 CXADR CXCR4 CYB5A CYBB CYBRD1 CYP19A1 CYP39A1 DBT DCT DCTD DDX18 DIS3 DLX4 DNALI1 DOCK2 DSC2 DUSP5 EFNB3 EGFR EIF4A1 ELF4 EML4 ENPP5 ENTPD1 EPHA1 ERCC5 EVI2A FADS1 FAN1 FBLN1 FOLH1 FRZB FUT4 GCLC GDF11 GGA3 GM2A GNPNAT1 GSTA2 GYPB H2AJ HBEGF HCLS1 HELZ HIBADH HLA-DQB1 HNMT HNRNPC HNRNPD HOXD9 HPCA HSF2 IGFBP1 IL16 IL18R1 IL1R1 INSL4 ITIH2 ITPKB KCNK1 KIF14 KIFC1 LCP2 LDHD LIG4 LINS1 LIPC LRBA LRP1 LRRFIP2 MECOM MEF2C MET MGAT2 MITF MMP7 MPP3 MSX2 MTA1 MYB MYO5B N4BP1 NCOR1 NDEL1 NFYB NRCAM NRK NRP2 PCDH1 PCSK5 PCYT2 PDCD10 PDCD2 PDE3A PDE4DIP PDHA1 PFN1 PHF3 PHLDA1 PLCL1 PLD6 POFUT1 POLR2A PPIEL PPOX PPP1R12C PPP2CB PPP3CA PRG2 PRLR PTGFRN PTH PTPRCAP PTPRK PTPRN2 QPCT RAB1B RAB6A RAB7A RAB9A RBBP6 RBM3 RBM5 RBM6 RBP4 RIT2 RNF168 ROPN1L RPS6KA3 RPS6KB1 RUFY3 SCD SEC22A SEC23A SGPL1 SIAH1 SIRT5 SKAP1 SLC1A3 SLC30A5 SLC6A1 SLC6A12 SLC9A6 SLCO2A1 SMAD4 SOX7 SOX9 SP140 SP3 STAT3 STAT5B SYK SYNC TCEA2 TFDP2 THOC1 TIE1 TOPBP1 TRAF6 UBE2N UBR2 USP1 USP9X VASP VCAM1 WNT5A ZNF507 KYNG_ENVIRONMENTAL_STRESS_RESPONSE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KYNG_ENVIRONMENTAL_STRESS_RESPONSE_DN CEPT1 CNKSR1 COL17A1 CTNND1 FUT4 GNPNAT1 HNRNPC HSD17B10 NCOR1 PDE3A SGPL1 SLC30A5 SOX7 SOX9 SYK USP1 ZNF507 KYNG_ENVIRONMENTAL_STRESS_RESPONSE_NOT_BY_4NQO_IN_OLD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KYNG_ENVIRONMENTAL_STRESS_RESPONSE_NOT_BY_4NQO_IN_OLD CCNL2 EIF3L FLOT1 GNPNAT1 HGF LCK NDRG1 SOX9 SYK TAF10 TAF1C TP53I11 KYNG_ENVIRONMENTAL_STRESS_RESPONSE_NOT_BY_4NQO_IN_WS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KYNG_ENVIRONMENTAL_STRESS_RESPONSE_NOT_BY_4NQO_IN_WS ARPC1B ATP5ME CCN2 CEPT1 CNKSR1 COL17A1 CTCF CTNND1 FLOT1 FUT4 GALNT2 GNPNAT1 HGF HLA-DQA1 HNRNPC HSD17B10 ITGB8 LCK NCOR1 NDRG1 PDCD5 PDE3A PRDX4 RHOB SGCB SGPL1 SLC30A5 SOX7 SOX9 SYK TAF10 TAF1C TP53I11 TXNRD2 UGCG USP1 ZNF507 KYNG_ENVIRONMENTAL_STRESS_RESPONSE_NOT_BY_GAMMA_IN_OLD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KYNG_ENVIRONMENTAL_STRESS_RESPONSE_NOT_BY_GAMMA_IN_OLD AP3B2 CCNL2 CEPT1 CNKSR1 CTCF CTNND1 EIF3L FLOT1 FUT4 GLRX GNPNAT1 HGF HLA-DQA1 ITGB8 LCK NDRG1 PDCD5 PDE3A PRSS23 RHOB RHOD SGCB SGPL1 SLC30A5 SOX7 TAF10 TAF1C TP53I11 ZNF507 KYNG_ENVIRONMENTAL_STRESS_RESPONSE_NOT_BY_GAMMA_IN_WS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KYNG_ENVIRONMENTAL_STRESS_RESPONSE_NOT_BY_GAMMA_IN_WS ARPC1B ATP5ME BNIP3L CCNL2 CEPT1 CTCF CTNND1 EFNB1 FLOT1 GLRX GNPNAT1 HLA-DQA1 HSD17B10 ITGB8 LCK MARK3 NDRG1 NGF PDCD5 PDE3A PRSS23 SGCB SLC30A5 SOD1 SOX7 SOX9 SYK TAF1C TBCA TP53I11 ZNF507 KYNG_ENVIRONMENTAL_STRESS_RESPONSE_NOT_BY_UV_IN_OLD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KYNG_ENVIRONMENTAL_STRESS_RESPONSE_NOT_BY_UV_IN_OLD AP3B2 BNIP3L CCNL2 CNKSR1 CSDE1 EIF3L FLOT1 GALNT2 GLRX GNPNAT1 HGF HLA-DQA1 PDE3A PRSS23 RHOB SLC30A5 SOX7 SOX9 TAF10 TAF1C TP53I11 TPR ZNF507 KYNG_ENVIRONMENTAL_STRESS_RESPONSE_NOT_BY_UV_IN_WS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KYNG_ENVIRONMENTAL_STRESS_RESPONSE_NOT_BY_UV_IN_WS ARPC1B HGF HLA-DQA1 LCK NDRG1 RHOB SLC30A5 SOD1 SOX7 TAF1C TP53I11 ZNF507 KYNG_ENVIRONMENTAL_STRESS_RESPONSE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KYNG_ENVIRONMENTAL_STRESS_RESPONSE_UP AKAP12 ALDH3B2 ANXA1 AP3B2 ARPC1B ATP5ME BEX3 BNIP3L CALU CCN2 CCNL2 COL3A1 CSDE1 CTCF CXCL2 CYCS DAXX EFNB1 EIF3L EIF4E FGFR4 FLOT1 FN1 GALNT2 GLRX GOLGA4 GOLPH3 HGF HLA-DQA1 IGFBP3 ITGB8 LCK MARK3 MT1X NDRG1 NGF OAZ1 PDCD5 PRDX4 PRSS23 RHOB RHOD RPL7A SGCB SOD1 TAF10 TAF1C TBCA TP53I11 TPR TXNRD2 UGCG VIM KYNG_NORMAL_AGING_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KYNG_NORMAL_AGING_DN BHLHE40 CCN2 CLSPN COG6 GORAB H2AC6 HADH HSD17B4 IL17RB KDSR LIG4 MT1X PICALM PTEN PWWP2A RGCC TIMD4 WWC1 KYNG_NORMAL_AGING_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KYNG_NORMAL_AGING_UP CDIN1 EIF3L FRA10AC1 GNAL GOLPH3 ITGA2 PLD3 PMEPA1 RTCB SAT1 SHC3 SNX8 SOAT1 TAF10 ZNF260 KYNG_RESPONSE_TO_H2O2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KYNG_RESPONSE_TO_H2O2 AEBP1 ANKRD1 ATP6AP1 ATP6V1C2 BAG4 C4BPA CCNA2 CCND1 CCNH CD59 CD68 CDC34 CFD CKMT2 COMMD6 COX6C CRYAB CTNNB1 CTSB CTSS CUX1 DNAJA1 DNAJB1 DUT EID1 ENG FLOT2 GADD45A GDF15 HCFC1R1 HMOX1 HNRNPA1 IL10RB MCAM MPV17 OAZ2 PDIA3 PFDN5 PKIA PLXNA1 PPP1CA PRKCSH PSMC4 PTGER4 PTP4A3 RAB36 RCC1 RELA RPL21 RPL31 RPL5 RPL7A SELENOP SERPINH1 SLC39A7 SRGN TAP1 TCF3 TGFBR3 TPT1 TRIM58 TSPAN4 TUBA4A UBE2J1 UNG ZBTB7A KYNG_RESPONSE_TO_H2O2_VIA_ERCC6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KYNG_RESPONSE_TO_H2O2_VIA_ERCC6 CCND1 CDC34 CKMT2 CRYAB CTSS CUX1 DNAJB1 FLOT2 OAZ2 PLXNA1 RCC1 RPL21 RPL31 RPL7A TCF3 TRIM58 UNG KYNG_RESPONSE_TO_H2O2_VIA_ERCC6_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KYNG_RESPONSE_TO_H2O2_VIA_ERCC6_DN ALDH18A1 ATRX BDH1 CCND1 CDC34 CKMT2 CLCN4 COX6A1 CRYAB CSTF2 CTSS CUX1 CYP51A1 DDB1 DFFA DNAJB1 ELOF1 FLOT2 GAS2L1 GBP1 HCP5 ITM2B MAPK1 NAP1L1 NEK3 OAZ2 PDZD2 PFN1 PLXNA1 PM20D2 PSMB6 RACK1 RBM10 RCC1 RPL21 RPL31 RPL7A RPS5 SH2B1 SIAH2 TCF3 TP53I3 TRIM58 UNG ZFP36L2 KYNG_RESPONSE_TO_H2O2_VIA_ERCC6_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KYNG_RESPONSE_TO_H2O2_VIA_ERCC6_UP ABI2 ACSL1 AKT2 ALDH6A1 BCL2A1 CANX CAPZA1 CCNA2 FBXW2 HACD3 IFT88 INSL4 KIT LIMD1 MLIP MRPL19 NUP88 PABPC4 PHLDA1 PIP4K2B PPP1R2 RFXAP RYBP S100P SLC26A2 SLC31A2 SLC39A6 SPECC1L TAF10 TOMM34 TRIP6 TSN TWF1 UROS VARS1 ZEB1 KYNG_WERNER_SYNDROM_AND_NORMAL_AGING_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KYNG_WERNER_SYNDROM_AND_NORMAL_AGING_DN AADAC AAMP ABR ADAR ADCY7 AIP ALAS2 ALDH6A1 AMFR AMMECR1 ARHGDIB ARPC1A ARPC2 ASMT ATP1B3 ATP6V0A1 ATP7A BABAM2 BAP1 BAZ2A BCL2A1 BDNF BECN1 BEX2 BMAL2 BORCS8 C17orf99 CACNA1D CAPZA1 CBX3 CCL14 CCT2 CD8A CDC123 CDC27 CDK2AP1 CKAP5 CKMT1B CLDN10 CLK2 CMTR1 CNN2 COASY COG2 COPS5 CSF3R CUL2 CYFIP1 CYP3A7 CYTH1 DAD1 DDT DDX17 DGKA DHCR24 DKK3 DPF2 DPM1 DRAP1 DYRK4 ECE1 EIF2AK1 EPB42 FAM120A FCMR FGFR2 FGR FOXM1 FXN GFAP GGT5 GM2A GRB2 GSPT1 GSTM4 GSTO1 HCCS HINT1 HNRNPF HNRNPH1 HS6ST1 IGF2 IGF2R IGFBP6 IL2RB INPPL1 IRF9 KARS1 KCTD4 KIF5B LGMN LINC02615 LPIN1 LRRC17 LRRIQ3 MADD MAP2K4 MCFD2 MCM9 MED13L MED22 METTL1 MGAT2 MIA3 MNDA MORC3 MPI MRPL4 MTCL1 MYL6 MYO18A NEDD4 NEURL1 NUCB1 PCP4 PDAP1 PDE6G PDIA3 PDXDC1 PHKB PLEKHG5 PMS2P1 POLR2A POLR2J POLRMT PPP6C PRCC PSEN1 PSG1 PSMA5 PTH PUDP PVALB RGN RIT1 RND3 RNPS1 ROPN1L RPL28 SAV1 SDC4 SDHAP1 SERPINB9P1 SFTPA2 SGK1 SLAMF8 SLC16A2 SLC25A16 SLC35A1 SLC6A12 SMARCA1 SMARCB1 SNRPD2 SPINT2 SRSF1 ST14 STAM STK38 STX5 SUMO1 TFDP2 TGFBR2 THOC1 TJP2 TM4SF1 TMEM187 TMEM263 TNRC6B TRDN TUBA4A TXNRD1 UBE2N UFD1 USO1 USP4 USP6NL VKORC1L1 WFDC2 ZBTB4 ZC3HAV1L ZFP36L2 ZNF32 ZNF440 ZNF449 ZNF629 ZSCAN9 KYNG_WERNER_SYNDROM_AND_NORMAL_AGING_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KYNG_WERNER_SYNDROM_AND_NORMAL_AGING_UP ADD1 ADGRF5 AMD1 APOB ARHGAP5 ARMC8 B4GALT1 BTBD1 BTG2 C14orf119 CCNL2 CDK1 CHEK1 CHIT1 CPB2 DCBLD2 DNASE1 DYNLT3 ELP3 ENTPD4 FAM118A FAM210A GABRA2 GCSH GGH GTDC1 HNRNPH1 HSPB8 ILVBL INPP5E KIF20B KTN1 LARP4 LARP4B MARK3 MBD1 MECOM MPO MYCN MYD88 NDRG1 NPEPPS NR1H3 NRXN2 NUDT21 OMA1 PATL1 PCNA PIK3CA PIM1 PLAG1 PRDX6 PRELID3B PRKAB2 PRKAR1B PTCH1 RAB11A RBM17 RGPD4 RNF4 RPS6 RPS6KA4 SAC3D1 SART3 SEMA7A SHISAL1 SLC2A2 SLC4A1 SRSF7 STAMBP TCF7L2 TCHH TIAL1 TNFRSF10B TNFRSF12A TP53I11 ZNF529 KYNG_WERNER_SYNDROM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KYNG_WERNER_SYNDROM_DN BHLHE40 CLSPN COG6 GOLPH3 GORAB H2AC6 HSD17B4 IL17RB KDSR MT1X PMEPA1 PTEN PWWP2A RGCC SHC3 TAF10 TIMD4 WWC1 ZNF260 KYNG_WERNER_SYNDROM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KYNG_WERNER_SYNDROM_UP CCN2 CDIN1 EIF3L FRA10AC1 GNAL HADH ITGA2 LIG4 PICALM PLD3 RTCB SAT1 SNX8 SOAT1 LAIHO_COLORECTAL_CANCER_SERRATED_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAIHO_COLORECTAL_CANCER_SERRATED_DN ACVR1B ADD1 AKAP17A ALDH7A1 APBB3 ARHGAP8 ASXL1 ATN1 ATP7B BRD1 CCDC9 CCNJ CDK16 CDK5RAP3 CLCN7 CPNE1 DDX11 DLGAP4 ECHDC2 ELMO2 ENGASE EPHB2 ERAL1 ERBB3 ETS2 F8A1 FBXO46 FMR1 GABRE GFOD1 GRINA GTF2IRD1 HGH1 HOXB5 HUWE1 INPP5D KATNB1 KDM5C KHSRP LRP6 MED12 MED14 MPHOSPH8 MTA1 NEK3 NFATC2IP NIPSNAP3B NPEPPS NPIPA1 NPIPB3 OGT PABPN1 PCMTD2 PEX5 PHF8 PHKB PIGL POLR1HASP PROSER1 PRRC2A PTCH1 RAB15 RCBTB1 REPIN1 RPL18 RPL37A SCAF4 SFPQ SH2B1 SIN3B SLC26A6 SMARCC2 SPOP SRRM2 STX16 STX3 TNPO2 TRIM31 UPF3A ZFP36L1 ZNF263 ZNF518A ZNF652 ZNF767P ZP3 LAIHO_COLORECTAL_CANCER_SERRATED_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAIHO_COLORECTAL_CANCER_SERRATED_UP ADAM10 ANP32E ANXA2 ANXA5 AP2M1 ARL8B ARPC2 ARPP19 ATP1B1 ATP2B1 ATP5F1C ATP6V0E1 B2M BCAP29 BNIP3L C1S C5orf15 CAPZA1 CAV1 CCN2 CEACAM6 CHMP2B CLINT1 CNIH4 COMMD3 CSNK1A1 CSRP2 CTSB DAD1 DDX60 DPYD DPYSL2 ELK3 EMC3 EMC7 EMP1 EMP3 EPRS1 GBP1 GCNT3 GDI2 HIF1A HLA-DRB1 HNRNPC HSPA8 IFI27 IGHG1 IGKC IGLC2 IL6ST IQGAP1 LAMB1 LAMC1 LCP2 LGALS1 LSM3 MACF1 MBD4 MFAP1 MON2 MORF4L2 MRPS14 MYL12B MYL6 NCOA4 NDUFV2 NEDD8 NOP10 NPTN NXN OPTN ORMDL2 PALLD PAM PDGFC PDIA6 PDLIM5 PELI1 PLA2G4A PLEKHB2 PLS1 PMP22 POSTN PPIC PRKAR1A PRNP PSMD4 PXDN RASSF2 RBM34 RBX1 RIN2 RO60 RPL36AL SC5D SDCBP SEC24A SEC62 SELENOT SERF2 SGCB SNRK SNRPE SPARC SPG21 SRP14 SUMO2 SVIL TAGLN2 TCF4 TM4SF1 TOMM7 VAPA VDAC3 YME1L1 LAMB_CCND1_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAMB_CCND1_TARGETS ASNS AXIN1 EFNA1 EVX1 GNAI2 HEXA HSD17B10 HSPA1A HSPA1B HSPG2 HSPH1 KIF22 LGALS3BP LORICRIN LTBR PPID RAB31 RPS6KA1 SMAD3 TGFB1 LANDEMAINE_LUNG_METASTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LANDEMAINE_LUNG_METASTASIS ANP32E C1orf210 C21orf91 CALB2 CDH3 CHODL CHRM3 DSC2 ELAC1 FERMT1 HORMAD1 ITGB8 LARGE2 ODF2L PAQR3 PLEKHG4 PTEN SIKE1 SPSB1 TFCP2L1 UGT8 LANDIS_BREAST_CANCER_PROGRESSION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LANDIS_BREAST_CANCER_PROGRESSION_DN ACAA1 ADIG ADIPOR2 AHNAK ALAD ALAS1 ANGPTL2 BCKDHB BNIP2 CAVIN3 CCDC80 CD34 CIDEC CLEC3B COL18A1 COL1A1 COL3A1 COL4A1 COL5A1 COL6A3 CRIP1 CXCL12 DECR1 DERL1 DGAT1 DHRS7 DPEP1 DPT EPHX2 ETFB FEZ2 FSTL1 FZD4 GAS6 GHR GJA1 GNAI1 GPAM H6PD HEPH HSPB8 HTRA1 IDH1 IGFBP6 KLF4 LAMB1 LUM MAN1A1 MAP4 MFNG MRC1 NR1H3 NRP1 PDE8A PENK PGM1 PHYH PLAC8 PPP2R5A QKI RAB34 S100A6 SORBS1 SQOR SRPX ST3GAL6 SULT1A1 TGFBI THBD UCK1 VWF ZEB1 LANDIS_BREAST_CANCER_PROGRESSION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LANDIS_BREAST_CANCER_PROGRESSION_UP ACSL4 ALDOC ARHGEF5 ATP6AP2 ATP6V1A CD82 CHMP2B CLDN3 CLDN7 CMAS CRYBG1 CYB561 DAP DSG2 EBP EHF ELL2 FXYD3 GALNT3 GOLPH3 HAVCR1 ID2 IRF6 IRX3 KCNN4 LCN2 LITAF LRRFIP1 LSR NUCB2 PLET1 RETREG1 RNF149 SERP1 SHROOM3 SLC66A2 SOX4 SPINT1 SRP19 SS18L2 STRBP TFAP2C TPD52 VDR WWC1 XBP1 LANDIS_ERBB2_BREAST_PRENEOPLASTIC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LANDIS_ERBB2_BREAST_PRENEOPLASTIC_DN ABHD5 ACAA1 ACAA2 ADIPOR2 ADRB3 ALAD ALDH1A1 APLP2 ATP1B3 BCAT2 BCKDHB CD36 CES1 CHCHD10 CHPT1 CIDEC COL6A3 CPT2 CXCL12 DECR1 DGAT1 DHRS7 EIF4EBP1 ETFB GBE1 GDPD3 GHR GNAI1 GPAM GPD2 GPX3 GSTZ1 GYG1 HADHB HTRA1 IGFBP6 JCHAIN LPIN1 MCCC1 MKNK2 NDUFAB1 NDUFV1 NPC2 NR1H3 PDHA1 PENK PGM1 PPP2R5A PTPRB RAB34 SCP2 SOWAHC ST3GAL6 TMEM43 UCK1 UQCR10 ZNF703 LANDIS_ERBB2_BREAST_PRENEOPLASTIC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LANDIS_ERBB2_BREAST_PRENEOPLASTIC_UP ABRACL ACSL4 CD82 CHEK1 DOK1 DSG2 ETV1 FRRS1 HOMER2 ID2 KCNN4 LCN2 NPNT PLET1 RRM2 SKP1 SLC66A2 TCEAL9 TPD52 LANDIS_ERBB2_BREAST_TUMORS_324_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LANDIS_ERBB2_BREAST_TUMORS_324_DN ABHD5 ACAA1 ACAA2 ACSL1 ACTA2 ADIG ADIPOR2 ADRB3 AHNAK ALAD ALAS1 ALDH1A1 ANGPTL2 APLP2 ATP1B3 AUH BCAT2 BCKDHB BNIP2 CAVIN2 CAVIN3 CCDC80 CCL11 CD151 CD34 CD36 CDC34 CES1 CFP CHCHD10 CHPT1 CIDEC CLEC3B COL18A1 COL1A1 COL3A1 COL4A1 COL5A1 COL6A3 CPT2 CRIP1 CXCL12 CYB5A CYB5B CYP4B1 DECR1 DERL1 DGAT1 DHRS7 DNAJC8 DPEP1 DPT EIF4EBP1 EPHX2 ETFB FADS1 FAM107B FCGBP FEZ2 FSTL1 FZD4 GAS6 GBE1 GDPD3 GHR GJA1 GJB2 GNAI1 GPAM GPD2 GPX3 GSTZ1 GYG1 H6PD HADH HADHB HEPH HLA-DQA1 HSPB8 HTRA1 IDH1 IDH2 IGFBP6 IVD JCHAIN KLF4 KRT19 LAMB1 LPIN1 LUM LYL1 MAN1A1 MAP4 MARCKS MCCC1 MFNG MKNK2 MMP3 MMUT MOCS2 MRC1 MYL9 NDUFAB1 NDUFS5 NDUFV1 NET1 NKIRAS1 NPC2 NR1H3 NRP1 PAPSS2 PDE8A PDHA1 PENK PGM1 PHLDB1 PHYH PLAC8 PLPP1 POSTN PPP2R5A PTGES PTPRB QKI RAB34 RRAGC RSPO1 S100A6 SCP2 SEC23A SLC27A1 SNRK SORBS1 SOWAHC SPTBN1 SQOR SRPX ST3GAL6 SULT1A1 TGFBI THBD TMEM205 TMEM43 TSC22D1 UCK1 UGT1A10 UQCR10 VWF YWHAG ZEB1 ZNF703 LANDIS_ERBB2_BREAST_TUMORS_324_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LANDIS_ERBB2_BREAST_TUMORS_324_UP ABRACL ACSL4 ACTN4 AKAP12 ALDOC ANK3 ANKH ARHGEF5 ATP6AP2 ATP6V1A ATP6V1E1 B4GALT6 BAG2 C11orf54 CALM2 CCND1 CD82 CD9 CDK1 CHEK1 CHMP2B CIP2A CLDN3 CLDN7 CLIC1 CMAS CRADD CRYBG1 CSRP1 CTBP2 CTNND1 CTSC CYB561 CYSTM1 DAP DCK DDX6 DOK1 DSG2 DUSP6 EBP EHF ELL2 ENAH EPCAM ERBB3 ERRFI1 ETNK1 ETV1 EZR F11R F3 FBXW7 FGD1 FHDC1 FLNB FLVCR2 FRRS1 FUT8 FXYD3 GALNT3 GOLPH3 HAVCR1 HOMER2 ID2 IER2 IER3 IGF2R INPPL1 IRF6 IRX3 ITPR2 KCNN4 KNOP1 KRT8 LCN2 LIG3 LITAF LMAN1 LMO4 LRRFIP1 LSR LXN MAPK8IP1 MIEN1 MLH1 MOB1B MYDGF NAXE NDST1 NPNT NR4A1 NUCB2 ORMDL2 PAPSS1 PDIA4 PERP PITPNC1 PLET1 PPP1CB PPP3CA PSAPL1 PTK7 PTPN2 RAB10 RAB18 RCN2 RETREG1 RNF149 RRM2 RTKN SERINC3 SERP1 SHROOM3 SKP1 SLAIN1 SLC12A2 SLC29A1 SLC66A2 SMAGP SOCS2 SOX4 SPINT1 SPTAN1 SRP19 SS18L2 ST3GAL5 ST6GALNAC4 STK39 STRBP TCEAL9 TFAP2C TGFA TIAM1 TMED3 TOM1L1 TPD52 TPD52L1 TRAF4 TSPAN8 TUFT1 UNC119B VDR WEE1 WNK2 WSB2 WWC1 XBP1 XIST ZC3H15 LANDIS_ERBB2_BREAST_TUMORS_65_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LANDIS_ERBB2_BREAST_TUMORS_65_DN ACAA1 ACAA2 ACTA2 ADIPOR2 ALDH1A1 APLP2 ATP1B3 BCKDHB CAVIN2 CCL11 CHCHD10 CHPT1 COL6A3 CPT2 DERL1 DPT GPAM GPD2 GPX3 GYG1 HADH HEPH HTRA1 KLF4 LUM MARCKS NRP1 PDE8A PENK PGM1 PHLDB1 PHYH PTGES RSPO1 SOWAHC SRPX TMEM43 TSC22D1 UGT1A10 LANDIS_ERBB2_BREAST_TUMORS_65_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LANDIS_ERBB2_BREAST_TUMORS_65_UP ATP6V1A BAG2 CD9 CMAS CRADD DAP DSG2 DUSP6 FHDC1 GOLPH3 HAVCR1 IGF2R ITPR2 LXN MYDGF NDST1 PDIA4 PERP RAB18 SERP1 TPD52L1 WSB2 LANG_MYB_FAMILY_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LANG_MYB_FAMILY_TARGETS ACTN1 API5 BET1L BIRC2 CASP6 CBX4 CCT2 CD53 CLTA COPA EMILIN2 FAM107B HSPA13 HSPA8 IQGAP1 MAD1L1 MSN NSUN2 PPP3CA PSD4 SEC31A SET SLC1A5 SLC20A1 SLC25A3 TFB1M TFEC TIMM44 ZDHHC21 LASTOWSKA_COAMPLIFIED_WITH_MYCN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LASTOWSKA_COAMPLIFIED_WITH_MYCN ALK CCDC121 CLIP4 CYRIA DDX1 ENSG00000228496 FNDC4 FOSL2 GPN1 GREB1 GRHL1 HPCAL1 IFT172 KCNF1 KLF11 LPIN1 LRATD1 MRPL33 MYCN MYCNOS NBAS NOL10 NTSR2 ODC1 ODC1-DT PDIA6 PLB1 PPP1CB-DT RBKS ROCK2 RRM2 SLC4A1AP SLC66A3 SNTG2 SNTG2-AS1 SUPT7L TAF1B TPO TRIB2 TRMT61B WDR43 YPEL5 ZNF512 LASTOWSKA_NEUROBLASTOMA_COPY_NUMBER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LASTOWSKA_NEUROBLASTOMA_COPY_NUMBER_DN AASDHPPT ABCG4 ABRAXAS2 ACAD8 ACAT1 ACOT7 ACRV1 ACTR1A ACVR2B ADD3 ADGRA3 ADGRB2 ADPRS AFAP1 AGO3 AGO4 AHDC1 AK2 AKIRIN1 AKR7A2 AKR7A3 ALG8 ALG9 ALKBH8 AMOTL1 ANAPC15 ANAPC16 ANKRD13C ANKRD28 ANKRD42-DT ANKRD49 AP3M1 APEH APLP2 ARCN1 ARHGAP1 ARHGAP32 ARHGEF10L ARHGEF12 ARHGEF17 ARID1A ARIH2 ARL3 ARL8B ARMH3 ARRB1 AS3MT ASAP3 ASCC1 ASRGL1 ATAD1 ATE1 ATG16L2 ATG7 ATM ATP13A2 ATP5ME ATP5MG ATP5MK ATP6V0B ATPAF1 ATRIP ATRNL1 ATXN7 AVPI1 AZI2 B3GALT6 BACE1-AS BAD BAP1 BBIP1 BCL10 BCO2 BEND4 BEND5 BIRC2 BLOC1S4 BMP8B BMPR1A BOD1L1 BORCS7 BSDC1 BTAF1 BTBD19 BTD BTF3L4 BTRC BUB3 BUD13 C10orf88 C11orf54 C11orf71 C1QB C1orf122 C1orf216 C1orf50 C1orf52 C2CD3 CACUL1 CAMK2G CAMTA1 CAP1 CAPN7 CAPZB CASP9 CBL CC2D2A CCDC12 CCDC174 CCDC186 CCDC28B CCDC66 CCDC82 CCDC85B CCNL2 CCSER2 CD52 CDC25A CDC42 CDON CENATAC CENPS CEP104 CEP295 CEP57 CEP85 CFAP68 CHCHD1 CHD5 CHDH CHEK1 CHL1 CHORDC1 CHST15 CLASP2 CLCN6 CLIC4 CLNS1A CLPB CLSTN1 CMPK1 CMTM6 CMTM8 CNOT10 CNTN4 COA4 COL16A1 COL9A2 COX15 CPEB2 CPEB3 CPLX1 CPTP CRBN CREBZF CRMP1 CROCCP2 CTBP1 CTBP2 CTDSPL CTNNB1 CTNNBIP1 CUEDC2 CUL5 CUTC CWC15 CWF19L1 CWF19L2 CYP2E1 CYTL1 CZIB DALRD3 DCAF1 DCAF16 DCUN1D5 DDI2 DDOST DDX10 DDX21 DDX50 DENND10P1 DFFB DGAT2 DHDDS DHX15 DHX30 DLAT DLG5 DMAP1 DNAI4 DNAJB12 DNAJC11 DNAJC16 DNAJC6 DNAJC8 DNAJC9 DNAJC9-AS1 DNALI1 DOCK7 DPAGT1 DPF2 DPYSL4 DYNC1LI1 DYNC2H1 EBNA1BP2 ECD ECE1 ECHS1 EDRF1 EED EEF1AKMT2 EEF1G EFCAB14 EFCAB7 EFHD2 EIF1B EIF4EBP2 EIF4G3 ELAVL4 ELOA ELOA-AS1 ELOVL1 ELP6 EMC1 EMSY ENSG00000170846 ENSG00000288907 EPB41 EPHA10 EPM2AIP1 EPS15 ERI3 EVA1B EXO5 EXOC6 EXOSC10 FABP3 FADS3 FAF1 FAM149B1 FAM168A FAM193A FAM76A FAM76B FANCD2 FBLIM1 FBXL15 FBXO42 FBXO6 FBXW4 FCHSD2 FDX1 FDXACB1 FEZ1 FGD5 FGFBP3 FGR FHIP2A FNDC5 FOXJ3 FOXRED1 FPGT FRAT1 FRAT2 FRYL FTH1 FUT11 FUT4 FYCO1 GAK GALE GBF1 GHITM GLB1L2 GLB1L3 GLT8D1 GLUD1 GNB1 GNL3 GOLGA4 GOLGA7B GPAM GPATCH3 GPBP1L1 GPN2 GPR153 GRIA4 GRID1 GRPEL1 GVQW3 H2AX H6PD HAUS3 HECTD2 HECTD3 HERC4 HEYL HIF1AN HIKESHI HINFP HIVEP3 HK1 HMBS HMGCL HNRNPH3 HNRNPR HP1BP3 HPCAL4 HPDL HPS6 HSPA8 HYAL2 HYI HYLS1 HYOU1 ICMT IFIT5 IFT25 IFT46 IKZF5 IL17RD IMPDH2 INA INPP5A INPP5F INTS11 INTS4 IPO13 IPP IQSEC1 JAGN1 JAK1 JAKMIP3 JAM3 JRKL JUN KAT6B KCNAB2 KDM4A KDM4D KHDRBS1 KIAA0319L KIAA1143 KIAA1522 KIAA2013 KIF11 KIF15 KIF1B KIFBP KMT2A KPNA6 KRBOX1 LAMTOR1 LAP3 LAPTM5 LARS2 LCK LCOR LDB3 LDLRAP1 LEPR LEPROT LETM1 LIMD1 LINC01128 LOC105376805 LRRC40 LRRC41 LRRC42 LRRC47 LRRN1 LRTOMT LSM10 LSM3 LTO1 LUZP1 LYAR LYPLA2 LZIC MACF1 MACROH2A2 MAD2L2 MAEA MAN1C1 MANEAL MAP7D1 MARCHF5 MARCKSL1 MAST2 MATN1-AS1 ME3 MEAF6 MED17 MED18 MED28 MED8 METTL6 MFN2 MFSD10 MIB2 MICOS10 MICU1 MIER1 MIGA1 MIIP MINPP1 MIR100HG MKI67 MKNK1 MKRN2 MLH1 MMACHC MOB3C MORN4 MRE11 MRFAP1 MRFAP1L1 MRPL20-AS1 MRPL43 MRPL48 MRPS16 MRPS25 MSANTD2 MSANTD4 MTF1 MTFR1L MTG1 MTHFR MTMR14 MTMR2 MTOR MUL1 MYCL MYRIP MYSM1 NAALAD2 NADK NARS2 NASP NAT8L NBPF3 NCAPD3 NCAPG NCDN NDST2 NDUFAF3 NDUFB8 NDUFC2 NEAT1 NECAP2 NEK4 NELFA NFIA NFRKB NGLY1 NHLRC2 NKAIN1 NKAPD1 NKTR NME6 NMNAT1 NOL9 NOP14 NPAT NR2C2 NRBF2 NRDC NSD2 NSUN4 NUDC NUDT13 NUMA1 NUP210 OAT ODF2L OGG1 OSBPL9 OXSR1 P3H1 PAAF1 PACRGL PAFAH2 PAK1 PANK4 PANX1 PAQR7 PARK7 PBLD PBRM1 PCBD1 PCF11 PCGF3 PCGF3-AS1 PCGF6 PDCD4 PDCD6IP PDZD8 PEF1 PER3 PEX14 PGAM1 PGM1 PGM2 PHACTR4 PHC2 PHF13 PI4K2A PICALM PIGG PIGK PIGV PIK3R3 PINK1 PITHD1 PLAAT3 PLEKHA1 PLEKHM2 PNRC2 PODN POLD3 POLR3A POMGNT1 PPCS PPIE PPME1 PPP1CA PPP1R8 PPP2R2D PPP3CB PPT1 PRDM10 PRDM2 PRDX3 PRKACB PRKAR2A PRKCZ PRPF38A PRXL2A PRXL2B PSTK PTAFR PTBP2 PTEN PTGFR PTP4A2 PTPRF PTS PUM1 PUS3 QARS1 QRICH1 R3HCC1L RAB11FIP2 RAB30 RAB30-DT RAB3B RAB5A RAB6A RAD18 RAF1 RBBP4 RBM15B RBM6 RBM7 RBMS3 RBPJ RBSN RCAN3 RDX REEP3 RELL1 RER1 RERE RGS12 RHCE RHOA RIMS3 RLF RNF11 RNF169 RNF19B RNF214 RNF220 RNF26 RNF4 RPA2 RPL15 RPL32 RPP30 RPS25 RPS3 RPS6KA1 RPSAP20 RPUSD4 RRAGC RSF1 RSRP1 RUFY2 RUNX3 S100PBP SATB1 SC5D SCAP SCMH1 SCP2 SDF4 SDHB SDHD SEC22C SEC23IP SEC24C SELENON SEPSECS-AS1 SESN2 SETD2 SETD5 SETMAR SF3A3 SFPQ SGPL1 SH3BGRL3 SH3BP2 SH3GLB1 SH3PXD2A SHISA3 SHISA5 SHOC2 SIDT2 SIK3 SIRT1 SLAIN2 SLBP SLC25A34 SLC30A9 SLC35E2B SLC35F2 SLC37A4 SLC4A7 SLC66A1 SLC9A1 SMAP2 SMARCC1 SMIM12 SMIM20 SMIM38 SNIP1 SNORD22 SNRNP40 SNX19 SORBS1 SPATA6 SPCS2 SPEN SPSB1 SRRM1 SRSF11 SRSF4 SRSF8 SS18L2 SSU72 SSX2IP ST3GAL3 STAMBPL1 STIMATE STK40 STMN1 STT3A STT3B STX12 SVBP SYNC SYT7 SZRD1 SZT2 TACC3 TADA3 TAF12 TAF1D TAF5 TAF6L TARDBP TATDN2 TBC1D1 TBC1D12 TBC1D14 TBC1D5 TBCEL TBRG1 TENM4 TEX264 THAP12 THAP3 THEMIS2 THRAP3 THUMPD3 THUMPD3-AS1 THYN1 TIMM8B TKT TLCD5 TM2D1 TM9SF3 TMA7 TMEM115 TMEM123 TMEM126A TMEM126B TMEM135 TMEM175 TMEM201 TMEM218 TMEM222 TMEM234 TMEM25 TMEM35B TMEM39B TMEM43 TMEM50A TMEM51 TMEM59 TNFRSF1B TNFRSF25 TNKS2 TOP2B TP73-AS1 TPRG1L TRAK1 TRAPPC3 TRIM62 TRIM8 TRNAU1AP TRUB1 TSKU TTC39A TTLL7 TUBGCP2 TUSC2 TUT4 TXLNA TXNDC12 UBE2E1 UBE2J2 UBE4A UBE4B UBIAD1 UBP1 UBR4 UGDH UROD USP28 USP33 USP4 USP48 UTP11 UVRAG UVSSA VAMP3 VGLL4 VHL VPS13D VPS26A VPS26B VTI1A WAPL WDR11 WDR48 WDR6 WDTC1 WNT4 WRAP73 XPNPEP1 YIPF1 YTHDF2 ZBTB17 ZBTB44 ZBTB48 ZBTB8A ZBTB8B ZBTB8OS ZC3H12C ZCCHC17 ZDHHC18 ZFYVE27 ZKSCAN7 ZMIZ1 ZMPSTE24 ZMYM1 ZMYM4 ZMYM6 ZMYND12 ZNF202 ZNF362 ZNF436 ZNF436-AS1 ZNF445 ZNF502 ZNF518A ZNF589 ZNF621 ZNF684 ZNF721 ZPR1 ZRANB1 ZRANB2 ZSWIM5 ZSWIM8 ZYG11B LASTOWSKA_NEUROBLASTOMA_COPY_NUMBER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LASTOWSKA_NEUROBLASTOMA_COPY_NUMBER_UP ABCC3 ACADVL ACBD4 AKAP1 ALDH3A2 ALDOC ALOX12-AS1 ALYREF ANAPC11 ANKFN1 ANKFY1 ANKRD40 ARHGAP23 ARL16 ARMC7 ASGR1 ATP2A3 ATP5MC1 ATP5PD ATPAF2 AXIN2 BAIAP2 BIRC5 BIRC6 BPTF BRCA1 BRIP1 CA10 CBX2 CCDC144NL-AS1 CCDC47 CCL14 CCR7 CD300LF CDC6 CEP95 CHRNB1 CRK CTC1 CTDNEP1 DCAF7 DHRS7B DHX40 DHX57 DPH1 DUS1L EFCAB13 EIF4A3 EME1 ENSG00000267665 EPN2 ETV4 EZH1 FLII FLOT2 FOXK2 FTSJ3 GAS7 GEN1 GJC1 GOSR1 GOSR2 GPATCH11 GPRC5C GPS1 GPS2 GTF3C2 HCRT HEATR6 HEXIM1 HSD17B1 ICAM2 INTS2 JMJD6 JPT1 KHK KIF18B KPNA2 KPNB1 KRTAP4-8 KSR1 LBH LINC02210 LRRC59 LUC7L3 MAP2K3 MAP2K4 MCRIP1 MED13 MED9 MGC16275 MINK1 MKS1 MRPL10 MRPL12 MRPL27 MRPL38 MRPL58 MRPS23 MRPS7 MSI2 MYO18A MYO1C NAT9 NCBP3 NCOR1 NDEL1 NDUFAF8 NEK8 NEURL4 NME1 NME2 NOL11 NTN1 NUP85 P4HB PAFAH1B1 PHB1 PHF23 PIGL PITPNA PMP22 POLG2 PPM1D PRR11 PSMC5 PTRH2 PYCR1 RAB10 RAD51C RASD1 RFFL RNASEH1 RNF135 RPL23 RPL38 RPS6KB1 SCO1 SCPEP1 SEC14L1 SGSH SLC25A10 SLC25A19 SLC30A6 SLC35F6 SLC38A10 SMC6 SMCR8 SMG8 SMURF2 SNHG16 SOS1 SRP68 SRR SRSF1 SRSF2 STAT3 STX8 SUMO2 SUPT4H1 SYNRG TACO1 TBX2 TIMM22 TK1 TMEM106A TMEM199 TMEM220 TMEM97 TNFAIP1 TNFSF13 TOM1L2 TOP2A TRAPPC1 TRPV2 TSEN54 TUBD1 UBE2O ULK2 UTP18 UTP6 VTN WIPF2 WSB1 ZBTB4 ZNF18 LAU_APOPTOSIS_CDKN2A_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAU_APOPTOSIS_CDKN2A_DN AKT1 BAG1 FAIM MCL1 TIMP3 LAU_APOPTOSIS_CDKN2A_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAU_APOPTOSIS_CDKN2A_UP ACIN1 APAF1 BAG5 BCL10 BCL2L1 BCL2L11 BCLAF1 BID BNIP2 BNIP3 BRCA1 CARD10 CASP1 CASP2 CASP8 CDKN1A CDKN1B CFLAR CIZ1 CLU CYCS DAP DIABLO E2F1 FADD FAS GADD45A GMNN MYBL2 MYC MYCBP NDUFA13 NFKBIA PAK2 PAK4 PAWR PCNA PDCD11 PDCD4 PDCD6 PDCD6IP PTRH2 RAD21 RHOB SIAH1 TNFAIP3 TNFRSF10B TNFRSF10D TNFRSF12A TNFSF9 TP53 TP53BP2 TRAF3 TRAF4 TRAF5 LA_MEN1_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LA_MEN1_TARGETS ACOT1 ADAM19 ANP32A AZI2 BCL6B BEX2 CASP8 CAVIN3 CNN1 CRABP1 DDR2 F3 FGF13 FRRS1 HOXB8 HSD17B11 IGFBP5 ITGA5 NUPR1 PTER RGS16 SALL3 SNX10 SORBS1 TSPAN7 LEE_AGING_CEREBELLUM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_AGING_CEREBELLUM_DN ACHE ACTA1 ACTR1A ADRA2A ANXA7 CACNG1 CAMK2G CARS1 CCN1 CCND1 CD320 CD4 CLIC3 CNP COL17A1 CREM CRYGA CSF2 DBP DDX47 DHX38 DOC2B DPYSL2 FABP7 FARSA FSCN1 G6PC1 GALK1 GRK3 H1-6 HGFAC HSPA4 ITM2A JRK LBX1 LIN7B LMOD2 MEF2A MERTK MTOR MYH6 MYL4 NAB2 NFKB2 NOS2 NPY1R NR1D1 OCA2 PCK1 PISD PRDM5 PTPRD PTPRM RAB4B REG3G SAYSD1 SERPINH1 SLC4A1 SLC6A15 SMARCA4 SMTNL2 SNCA TAOK3 TCEA2 THBS1 TNC TUBA8 UBA7 USP46 WNT8A WWOX XIAP ZIC2 LEE_AGING_CEREBELLUM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_AGING_CEREBELLUM_UP ACADVL AGT AMH APC APOE AXL B2M BCL2A1 BDNF C1QA C1QB C1QC C4B CAPN2 CCL21 CD24 CD68 CDK4 CST7 CTSD CTSH CTSS CTSZ DNAJB2 EFS EIF2B5 EPRS1 EPS15 F2 FCRL2 FOS GBP4 GCK GFAP GNB2 GNG11 HEXB HLA-DQB1 HMOX1 HNRNPH3 HOXA4 HOXD12 HSPA8 IARS1 IFI27 IFIT1B IGHM IMPA1 IRF7 IRGM ITGB5 LGALS3 LGALS3BP LMNB1 MNAT1 MPEG1 MYH8 NFYA NOS3 NOTCH1 NR4A1 OR2C1 PGLYRP1 PIGF PTBP2 PTPRO RHOG RPSA SELPLG SEZ6 SIPA1L2 SLC11A1 SLC7A3 SNTA1 SPP1 TBC1D1 TBX6 TGFBR3 THBS2 TRAPPC5 TRIM5 TYMS UBE2H WDFY3 LEE_AGING_MUSCLE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_AGING_MUSCLE_DN ABCB4 ADAM28 APBB2 BMP8B CALM3 CDK11B CLTB COL1A1 COL1A2 COL3A1 DBP EEF1G FDFT1 GFER HSPA8 IL6ST LONP1 MYH2 NDN NR2F1 PEX2 PHOX2A PLA2G7 PMP22 POLA2 PPP1R2 PPP3CC PRKCSH PSMB8 PSMC3 PTPRR RAI2 S100A10 SIN3A TNFRSF4 TST USP4 USP50 WNT4 ZNF32 LEE_AGING_MUSCLE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_AGING_MUSCLE_UP ACTR1B ALDH1A1 AMY2A AP3S2 ARF5 ARHGDIB ATF3 BUB3 CDC42 CKMT2 DCTN1 DDX5 FOS GADD45A GDF9 HBA2 HINT1 HSPA8 HSPB1 HTRA1 KRTAP5-2 MFAP5 NAMPT NTF3 PLAGL1 POU3F2 RAB1A RAB21 RHOB SMARCC2 SOX17 STARD7 TFAP2B TGFB1I1 TGIF1 TSPAN8 U2AF2 ZFP90 LEE_AGING_NEOCORTEX_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_AGING_NEOCORTEX_DN ACTC1 ADRA2A ASIP BGLAP BMP8B CCL1 CDC20 COL6A1 CP CSTF2 DBP ECM1 EEF1G FABP5 FEM1B FGF11 FLNC GCG GDNF GLI3 GPX3 GSPT1 HCFC1 HES3 HLA-DMA HOXA4 HOXC4 HSPA8 HTR4 IFNA4 INMT LTB LY9 MAP2K5 MAP3K7 MASP1 MPP1 MTNR1A MTOR MYL11 MYL4 NEDD8 NEUROD4 NKX1-2 NMB NPY1R NR2F1 NREP PAPOLA PRKCG PRKDC PSMB7 PTPRR RAD52 REG3G RET SERPINC1 SEZ6 ST3GAL5 STRBP TAOK3 TRIM10 UFD1 UIMC1 USP32 VRK3 WDFY3 ZKSCAN5 LEE_AGING_NEOCORTEX_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_AGING_NEOCORTEX_UP AKT2 ALDOC APOD ATP1B3 AVP B2M C1QA C1QC C4B CCL21 CD68 CD9 CMPK1 COX8BP CRYAB CSNK1D CSNK1G2 CTNNB1 CTSD CTSS CTSZ CYB561 DDIT3 DHX15 DLG1 DNAH8 DNAJA4 DNAJB13 EEF2 FOS FXYD6 GADD45A GFAP HSD17B12 ICAM2 IFI27 ITIH3 JUNB KCNA1 LAMB1 LCAT LGALS3BP M6PR MAG MPEG1 MYL12A NAPA NDRG1 NR4A1 NUB1 OXT P4HA1 PHB1 PPP1R2 PPP2R5C PSAT1 PTGS1 RAB14 RAB4A RHOG RRAGA RUFY1 S100A10 SAT1 SEC23B SEMA4B SET SPP1 STOM STXBP3 TUBB UBC VAMP1 VEGFA VIM VPS72 WWOX ZNF14 LEE_BMP2_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_BMP2_TARGETS_DN AARS1 AASS ABCE1 ABHD10 ACKR3 ACOD1 ACOT11 ACP1 ACTL6A ADAM12 ADAMTS2 ADAMTS9 ADI1 ADORA2B AEN AGFG1 AGPAT5 AHSA1 AHSA2P AIFM1 AK2 AK4 AKIRIN1 AKR1B1 ALDH5A1 ALG3 AMD1 AMOTL2 ANGPT1 ANKRD26 ANP32E AOC1 APEX1 APLN APPBP2 ARHGAP20 ARL6IP6 ASF1B ASNS ASS1 ATAD2 ATAD3A ATAD5 ATIC AURKA AZIN1 B4GALT5 BAMBI BASP1 BAZ1A BCCIP BEND3 BHMT BLM BMP2 BMPER BOP1 BORA BRCA1 BRIX1 BTAF1 BUB1 BYSL BZW1 C10orf88 C11orf24 C18orf54 C1QBP C1orf112 C1orf131 C9orf40 CACTIN CACYBP CAD CAND2 CARNMT1 CASP8AP2 CBX2 CCDC86 CCNE1 CCNE2 CCNYL1 CCT3 CCT6A CCT7 CCT8 CD38 CDC25A CDC45 CDC6 CDC73 CDCA7 CDK2AP1 CDK7 CDR2 CDT1 CDYL CENPI CENPQ CENPS CENPW CEP192 CEP76 CHAF1B CHCHD4 CHD1 CHEK1 CHN1 CHORDC1 CIAPIN1 CINP CIP2A CISD1 CKS1B CLIC6 CLNS1A CLSPN CLUH CNN3 COL14A1 COL22A1 COPS8 COQ10B COQ7 COX10 COX18 CPSF6 CRELD2 CRY1 CSE1L CSRNP1 CSRNP2 CSTF2 CSTF3 CTNNBL1 CTPS1 CUL3 CXCL14 CYC1 CYCS CYP11A1 CYP3A5 CYP51A1 DAAM2 DACT1 DANCR DBF4 DBR1 DCBLD1 DCK DCLRE1B DCTD DCTPP1 DDI2 DDX18 DDX20 DDX21 DDX27 DDX39A DDX51 DDX56 DHFR DHODH DHX29 DHX33 DIMT1 DIS3 DKC1 DLAT DLK2 DNA2 DNAAF10 DNAAF2 DNAJA2 DNAJA3 DNAJA4 DNAJB1 DNAJB11 DNAJC2 DNAJC21 DNAJC3 DNMT1 DNPH1 DONSON DOT1L DPH2 DRD4 DTL DUS4L DUSP9 DUT E2F3 E2F7 E2F8 EAF1 EBNA1BP2 ECRG4 EDEM1 EEF1E1 EHD1 EIF1AX EIF2B3 EIF2S1 EIF2S2 EIF3J EIF4E ELAC2 ELOC ELOVL2 EMILIN2 ENAH ENC1 ENOPH1 EPB41L1 EPHA4 EPHB2 ERGIC2 ESF1 ETF1 ETNK1 EVA1C EXO1 EXOC3L2 EXOC5 EXOSC1 EXOSC8 EZH2 FADS3 FAIM FAM111A FAM118B FAM136A FAM149A FAM210B FAM227B FAM98A FANCA FANCB FARSB FASTKD1 FASTKD2 FASTKD5 FEN1 FGA FGF7 FIGNL1 FKBP3 FKBP4 FKBP5 FLVCR1 FOSL1 FOXK2 FOXN2 FOXRED1 FPGS FRA10AC1 FRAT1 FSCN1 FST FSTL3 FUBP1 FUT8 G3BP1 GAR1 GART GAS5 GCH1 GEMIN4 GEMIN5 GEMIN6 GFM1 GINS1 GJA1 GJB2 GLA GMFB GMNN GMPS GNL3 GNPTAB GOLT1B GPD1L GPS1 GRWD1 GSPT1 GSTCD GTF2E1 GTF2E2 GTPBP10 GTPBP4 HAND2 HAT1 HAUS3 HAUS5 HAUS6 HAUS7 HBEGF HDAC1 HDAC2 HDAC4 HDHD2 HEATR1 HEATR3 HELLS HK2 HMGCR HMGN5 HNRNPAB HOGA1 HSD17B7 HSP90AA1 HSPA14 HSPA4 HSPA5 HSPA8 HSPA9 HSPD1 HSPE1 HSPH1 HTRA2 HUS1 IARS1 ID1 ID3 IDH3A IDI1 IER5 IFRD1 IGSF11 IHH IL1R1 ILF2 INTS11 INTS2 IRAK3 ISG20L2 JAK1 JARID2 JCAD JMJD6 JPH1 KAZALD1 KCMF1 KCND3 KCTD13 KLF5 KLHL29 KMT5A KNOP1 KPNA1 KPNA2 KPNA4 KPNB1 KRR1 KRTDAP KTI12 L2HGDH LARP1 LARP4 LBHD1 LDHA LDLR LEO1 LIMK1 LIN54 LMAN1 LMNB2 LNPK LPGAT1 LRP12 LRPPRC LRR1 LRRC59 LSM12 LSM3 LSM6 LSM8 LTV1 LUC7L LY75 LYAR MAD2L1 MAK16 MANF MAP3K7 MAP7D2 MAPK6 MARS1 MAT2A MB21D2 MCM10 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCTP2 MCTS2 MDN1 ME1 MED8 MEDAG MELK METTL16 MEX3A MFSD2A MGAT2 MIR17HG MIS18A MLEC MLLT11 MLLT3 MMACHC MMGT1 MMS22L MNS1 MOAP1 MOGS MPHOSPH10 MPI MRE11 MRM3 MRPL18 MRPL20 MRPL50 MRPS18B MRPS2 MRPS22 MRTO4 MSH6 MTAP MTF1 MTFR1 MTHFD1 MTHFD1L MTHFD2 MTO1 MTREX MTRR MYBBP1A NAA15 NAA20 NAA25 NAA50 NAB2 NABP1 NAF1 NAMPT NARS1 NARS2 NASP NAT10 NAV3 NCAPD3 NCBP1 NDC1 NDP NDUFAF4 NECAP1 NECTIN3 NEMP1 NETO2 NFATC2IP NGEF NHP2 NIFK NIN NIP7 NIPAL1 NKRF NLE1 NLN NMD3 NME1 NOA1 NOC2L NOC3L NOC4L NOCT NOL10 NOL11 NOL4L NOL8 NOL9 NOLC1 NOMO1 NOP16 NOP2 NOP56 NOP58 NOTUM NQO2 NRN1 NSUN2 NT5C3A NT5E NUCKS1 NUDCD1 NUDCD2 NUDT5 NUP107 NUP153 NUP155 NUP160 NUP205 NUP35 NUP37 NUP43 NUP50 NUP54 NUP58 NUP85 NUP88 NUP93 NUS1 NVL OBI1 ODC1 OPA1 ORC2 ORC4 ORC6 OTUD6B OXNAD1 P4HA2 PA2G4 PAFAH1B2 PANK3 PARM1 PARP1 PAXIP1 PBDC1 PCGF6 PCLAF PCMT1 PCSK5 PDCD11 PDE12 PDE3B PDF PDGFC PDS5A PDSS1 PDXP PFAS PFDN4 PFN2 PGAM1 PGAM5 PGAP1 PGD PGK1 PHF20L1 PHF5A PHGDH PHLDA2 PIGA PIM3 PIN1 PINX1 PKDCC PLAA PLEKHG4 PLK4 PMPCA PNN PNO1 PNPT1 POF1B POLE2 POLE4 POLR1A POLR1B POLR1E POLR1F POLR3K POLRMT POP1 PPA1 PPAN PPAT PPID PPIF PPM1D PPP1R8 PPP2R1B PPRC1 PRELID3B PRKAB2 PRKCI PRKG2 PRMT1 PRMT3 PRMT6 PRMT7 PRPF40A PRPF4B PRPS1 PRRX2 PRSS12 PRSS35 PSAT1 PSMC3IP PSMD12 PSMD5 PSMD6 PSME3 PSPC1 PSPH PTCD3 PTGS2 PTN PTPRG PTRH2 PTX3 PUM3 PURB PUS3 PUS7L PWP1 PWP2 PXDC1 QRSL1 QSOX2 QTRT2 RAB32 RAD17 RAD23B RAD51 RAD51AP1 RAN RANBP1 RANGRF RAPH1 RASGRP1 RBM12 RBM19 RBM3 RBMX2 RBMXL1 RBP7 RCC1 RCC1L RCC2 RECQL RETSAT RGCC RIF1 RIOK3 RND3 RNF138 RNF4 RNPS1 ROR1 RPA1 RPA2 RPF2 RPL12 RPL7L1 RPP30 RPP40 RPS24 RPS6KA6 RPS6KB1 RPS9 RRAS2 RRM1 RRM2 RRN3 RRP12 RRP15 RRP1B RRP8 RRS1 RSC1A1 RTEL1 RUNX1 RUVBL1 RUVBL2 RWDD4 RXRA S100A8 SACS SAMD4A SAV1 SCOC SCT SDAD1 SDF2L1 SEC23IP SECISBP2 SEH1L SEMA6D SERPINB6 SERPINB9 SERPINE1 SF3B3 SFPQ SGO1 SH3PXD2A SHISA3 SHMT1 SHMT2 SHQ1 SIMC1 SINHCAF SKA3 SKP2 SLC11A2 SLC16A1 SLC16A3 SLC19A1 SLC20A1 SLC25A13 SLC25A32 SLC2A3 SLC30A2 SLC35D1 SLC39A6 SLC41A2 SLC7A1 SLC7A6 SLF1 SMAD7 SMARCA5 SMC3 SMCHD1 SMYD5 SNAI1 SNAPC3 SNHG3 SNORD30 SNRNP40 SNRPA1 SNU13 SPATA5 SPDL1 SPRYD7 SPTLC2 SQLE SRFBP1 SRM SRPK1 SRSF1 SRSF10 SRSF3 SRSF7 SSB SSR1 ST6GALNAC4 ST8SIA2 STEAP1 STIP1 STRAP SUPV3L1 SUV39H1 SUV39H2 SYNCRIP SYNPO2 SZRD1 TAB3 TAC3 TAF1D TAF2 TAF4B TAF5 TANK TARBP1 TARDBP TARS2 TBL3 TBRG4 TBX3 TCERG1 TCOF1 TDG TDO2 TEDC2 TEX30 TFDP1 TFRC TGOLN2 THEM5 THOP1 THUMPD3 TIAM1 TIMM10 TIMM17A TIMM23 TIMM8A TIMM9 TIMMDC1 TIPIN TLR3 TMED5 TMEM167A TMEM199 TMEM30A TMEM33 TMEM69 TMEM97 TMOD2 TMTC1 TMX1 TNFAIP2 TNFAIP8 TNFRSF12A TOMM20 TOMM5 TOMM70 TOPBP1 TRA2A TRAIP TRAPPC4 TRIM59 TRIP13 TRMT10C TRMT6 TRUB1 TSR1 TSR2 TTF2 TTK TTLL4 TXNL1 TXNRD1 UAP1 UBA2 UBA3 UBE2F UBQLN1 UCHL3 UCHL5 UCK2 UHRF1 UMPS UNC5B UNG URB1 URB2 USP1 USP10 USP24 USP31 USP39 USP45 USP46 USP53 UTP15 UTP18 UTP20 UTP25 UTP4 UTP6 VEGFA VKORC1L1 VMA21 VRK1 WDHD1 WDR12 WDR18 WDR3 WDR36 WDR4 WDR43 WDR46 WDR5 WDR55 WDR74 WDR75 WDR76 WDR77 WEE1 WNT4 WNT6 WT1 XPO1 XPO4 XPO5 XPOT XRCC6 YAE1 YAF2 YARS2 YDJC YTHDC2 YWHAG ZC3H8 ZCCHC10 ZDHHC13 ZMIZ1 ZMYM1 ZMYND19 ZNF131 ZNF148 ZNRD2 ZWILCH ZWINT LEE_BMP2_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_BMP2_TARGETS_UP AAMDC AARD ABCA1 ABCA9 ABCB1 ABHD14B ABHD4 ACAA1 ACACB ACAD8 ACSL4 ADAMTSL1 ADCY4 ADCY6 ADGRG6 ADH1C ADHFE1 ADRA2A AEBP1 AFAP1L2 AGO1 AGRN AGTR1 AHNAK2 AK3 AKR1B10 ALCAM ALDH1A2 ALDH6A1 ALOX15 AMHR2 AMPD3 ANGPTL2 ANGPTL7 ANK3 ANPEP ANTKMT ANXA6 AOC3 AOX1 AOX3P APOBEC1 APOBEC3B APOD APOE APPL2 AQP1 AQP8 AR ARF5 ARHGAP6 ARHGEF26 ARL4C ARMC10 ARNT2 ASB2 ASCC1 ASPG ATOSA ATP1A2 ATP1B1 ATP1B2 ATP2B2 ATP8A1 AXIN2 BACE2 BCAT1 BCHE BCKDHA BCL2 BCL2L11 BEX2 BLVRB BMF BMP1 BMP7 BPHL BSPRY BTG1 C11orf54 C12orf57 C14orf132 C16orf89 C19orf33 C1GALT1 C1R C1S CA12 CA2 CACNB3 CALB1 CALCOCO1 CALML4 CAPN5 CASP1 CASP12 CAST CBX6 CCDC136 CCDC198 CCDC28B CCDC80 CCL11 CCNG2 CD14 CD59 CD82 CDC37L1 CDH1 CDH13 CEBPD CELF2 CES2 CGNL1 CHCHD10 CHD3 CHDH CHKB CHODL CILP CIRBP CITED4 CKB CKMT1B CLCA1 CLDN10 CLDN23 CLDN3 CLDN34 CLDN7 CLEC14A CLIP3 CLN3 CLSTN1 CLU CNDP2 CNP CNPPD1 COL18A1 COL4A4 COL5A1 COL6A1 COL6A2 COL6A4P1 COL7A1 COLEC11 COQ8A CORO1A CP CPE CPLX2 CPQ CPXM1 CPXM2 CPZ CREB5 CREBRF CREG1 CRIP1 CRISPLD1 CRISPLD2 CRY2 CRYL1 CRYZ CRYZL2P CSAD CSRNP3 CTDSP2 CTSA CTSB CTSD CTSF CTSH CTSO CTXN1 CUL7 CXCL12 CXCL17 CYB5R3 CYFIP2 CYP27A1 CYP2D6 CYP39A1 CYP4V2 DAP DAPK1 DAZAP2 DBP DCAF8 DCHS1 DCXR DDAH2 DDB2 DDIT4 DDIT4L DDR1 DDRGK1 DEGS2 DEPTOR DGKA DHRS7 DIO2 DLX5 DMPK DNAJC28 DPP4 DPT DPYD DSG2 DSP DTX3L DTX4 EBP EDNRA EEIG2 EFEMP1 EFHD2 EFS EGFLAM EHF ELAPOR1 EMB EMP2 ENPP2 ENPP3 ENTPD1 ENTREP1 EPCAM EPHX1 EPS8 ERN1 ESRP1 ETFBKMT EVA1B EXTL3 EZR F3 F5 FAAP20 FADS2B FAM107A FAM124A FAM20A FAM20C FBLIM1 FBLN5 FBXL20 FBXO32 FCGRT FGD4 FGL2 FIRRE FLCN FLOT1 FMO2 FNBP1 FNDC5 FOXL2 FOXO1 FOXO3 FOXP1 FRMD4B FUCA1 FUOM FUT9 FXYD1 FXYD6 FYCO1 FZD6 FZD7 GAA GABARAPL1 GABRP GALNT15 GBP2 GBP4 GBP7 GCNT1 GDA GDPD1 GGT5 GHR GLB1 GLB1L2 GLMP GNG2 GPM6B GPR146 GPX2 GRB14 GRB7 GREB1 GRINA GRN GSDMD GSTM1 GSTO1 GSTT1 GSTT2 GUCY1A1 H1-0 H1-10 H1-2 H2AC25 H2AZ2 H6PD HACD4 HAGHL HBP1 HDAC11 HDAC5 HDC HEXA HIGD1B HK1 HLA-A HLA-B HLA-E HOXB6 HPGD HSD17B11 HSPA12B HTRA1 HTRA3 HVCN1 HYI IER3 IFI44L IFIH1 IFITM1 IFT46 IGF2R IGFBP5 IGFBP6 IGSF3 IL17RD IL18 ILVBL INAFM1 INAVA INHBB INPP4B IP6K1 IP6K2 IRAG1 IRF2 IRF6 IRGM IRS1 ITGB3 ITGB4 ITGB5 ITGB8 ITM2A ITM2B ITM2C ITPR2 JAG1 JAK2 JAM2 JMY JUN KANK2 KCNAB1 KCND2 KCNG1 KCNJ8 KCNK1 KCTD1 KCTD14 KDF1 KDM7A KIAA0040 KIF16B KLF9 KLHL24 KLHL32 KRT15 KRT18 KRT19 KRT7 KRT8 KRT88P LAD1 LAMA2 LARP6 LCN2 LDHB LEPR LIPE LIPG LIX1L LMO2 LPL LRIG1 LRP1 LRP10 LRPAP1 LRRC17 LRRK1 LTBP1 LTBP4 LTF LYZ MAB21L3 MAF MAF1 MAL MAL2 MAMDC2 MAN1A1 MANBA MAP1LC3A MAP1LC3B2 MAPKAPK3 MATN2 MCEE MECOM MEIS2 METTL26 METTL27 METTL7A MFAP2 MFAP4 MFGE8 MGP MINDY4 MKRN1 MLPH MME MMP11 MMP23B MMRN2 MPZL2 MSC MSRB1 MSRB2 MSRB3 MSX1 MTURN MUC1 MXD4 MXRA8 MYC MYCN MYLIP NAA80 NAAA NAGA NAGLU NAPRT NATD1 NBL1 NCALD NDRG2 NEAT1 NENF NFE2L3 NFIA NGFR NIPAL3 NKD2 NMI NNAT NOTCH3 NPDC1 NPNT NPR2 NR1D2 NREP NRTN NTN4 NTRK2 NUDT7 NUMA1 NUPR1 OASL2P OBP2B OCIAD2 OLFML2A OPLAH OSR2 OTUB2 OXLD1 OXTR P2RX4 P2RX7 P2RY14 PADI1 PADI4 PAM PAMR1 PAOX PARD3B PBXIP1 PCBD1 PCK2 PCP4 PDCD4 PDE5A PDGFA PDK2 PDK4 PDLIM2 PDPN PDXK PDZK1IP1 PELI2 PER3 PGGHG PGM5 PHACTR2 PHF11 PHLDB1 PHPT1 PIGP PIGR PIK3IP1 PIK3R1 PIK3R3 PINK1 PKN1 PLAAT3 PLAT PLD1 PLEK PLEKHS1 PLET1 PLIN3 PLOD1 PLPP2 PLPP6 PLSCR1 PLSCR4 PLTP PLXNB2 PNMA8B PNPLA7 PNRC1 PPM1E PPP1R12B PPP1R14A PPP1R14B PPP1R9A PRELP PRKAR1B PRKD3 PRLR PROM1 PRSS23 PRSS8 PRXL2A PRXL2C PSMB8 PSRC1 PTGER3 PTH1R PTK2B PTPRB PTPRD PTPRR PXYLP1 PYCARD PYGB QPCT QPRT RAB13 RAB20 RAB25 RAB29 RAB31 RAB6B RAB7B RABGAP1L RAD51B RADIL RAI2 RAMP1 RAMP3 RARRES2 RASD1 RASD2 RBM24 RBM39 RBPMS RCSD1 RECK REN RENBP REPS2 RERE RESF1 REV3L RFTN2 RFXANK RGL3 RGMA RGS3 RHOBTB1 RIMS1 RIPOR2 RNASE4 RNASEL RND2 RNF128 RNF130 RNF150 RNF167 RPL22 RRAGD RRAS RSPH3 RSPO3 RTKN RTN2 RUSC1 S100A1 SAMD14 SASH1 SAT1 SATB1 SCARB1 SCARB2 SCMH1 SCN7A SCRN1 SDC4 SELENOM SELENOW SEMA4A SEPTIN4 SERINC2 SERINC3 SERPINA1 SERPINB1 SERPING1 SESN1 SESN3 SETD7 SFRP4 SFT2D2 SFTPD SGMS2 SGPP2 SH3BGR SH3YL1 SLC10A6 SLC15A2 SLC16A2 SLC17A5 SLC24A3 SLC25A23 SLC26A7 SLC2A8 SLC31A2 SLC35G1 SLC39A4 SLC39A8 SLC40A1 SLC48A1 SLC5A8 SLC6A9 SLC7A2 SLC7A7 SLCO2B1 SMAD1 SMARCA1 SMARCA2 SMIM29 SMPDL3A SNAI2 SNCAIP SNORD12C SNORD65 SNRK SNX21 SORCS2 SPINT2 SPOCK2 SPON1 SPP1 SPSB4 SSC5D ST14 STARD9 STMND1 STOM STXBP6 SULT1A1 SULT1D1P SUN2 SV2B SYNPO2 TAMALIN TAP2 TAPBP TBC1D17 TBC1D4 TCF21 TCIM TCN2 TCP11L2 TCTN1 TEF TEK TFCP2L1 TGFB1I1 THBD THBS3 THRA TIE1 TIMP2 TJP2 TLCD5 TMC4 TMCC3 TMEM132C TMEM140 TMEM176A TMEM176B TMEM200C TMEM213 TMEM26 TMEM30B TMEM35B TMEM45B TMEM86A TMPRSS2 TMPRSS4 TMTC2 TNFSF12 TNFSF13 TNNT1 TNXB TP53INP1 TRAF5 TRIL TRIM45 TRPM4 TRPS1 TRPV6 TSC22D1 TSPAN1 TSPAN8 TTC28 TXNIP UAP1L1 UBA7 UGT1A10 UNC93B1 URAHP USE1 USP18 VAT1 VAV3 VLDLR VPS13B VSIR VTN VWA5A VWF WDR45 WFDC2 WFS1 WIPI1 WLS YPEL2 YPEL3 ZBTB16 ZBTB4 ZFAND3 ZFP36L1 ZFYVE26 ZNF136 ZNF395 ZNF467 ZNF521 ZNF608 LEE_CALORIE_RESTRICTION_MUSCLE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_CALORIE_RESTRICTION_MUSCLE_DN ALDH3A2 ALOX5AP AMD1 ATOH1 CISH CPLX2 CYP1B1 CYP3A7 DDB1 DDX56 DGCR2 DMAC2L DNAJA4 DYRK1A EIF1B EIF4EBP2 EZH1 FBLN2 FBN1 FGF6 G3BP2 GALT H3-3A HES1 HMGN1 HSPH1 IGHM IRAK1 ITGAE JAK3 KPNB1 LY6E MAPKAPK2 NPEPPS NR1D1 PEBP1 PFKFB1 POLB PSMD8 RAD50 RELB RIT1 S100A9 SARS1 SS18 STARD3 TAF6 TEAD3 LEE_CALORIE_RESTRICTION_MUSCLE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_CALORIE_RESTRICTION_MUSCLE_UP ACTB ACTC1 ADIPOQ ALDOC ATP1A2 CA4 CLTB CMPK2 CRYGD CTNNA1 DDIT3 EEF1G FABP5 FASN FBP2 FZD6 GIP GLUL GPD1 GUCA1A LTA MYBPH MYH7 NDN NPY4R PEX5 PLIN2 PNP PPARD PPARG PPP1R2 PRKCSH PSMB7 PSMC3 PSME1 SLC1A5 SSR4 THBD TKT LEE_CALORIE_RESTRICTION_NEOCORTEX_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_CALORIE_RESTRICTION_NEOCORTEX_DN ACLY ALOX5AP APOB APOC4 ATP2A2 ATP5PB BUB3 C19orf53 CACNB2 CALM3 CCL2 CDK4 CHKA CHRM4 CNTN3 COL4A1 CYP19A1 CYP3A5 DDR2 DUSP7 EDN1 EEF1D EEF2 EIF2S1 EIF4A1 EPRS1 FOXN1 FUT4 FZD5 GALT GNG12 GNG2 GRIN1 H1-2 H2AX IARS1 IFNA4 IHH IL17A IRS3P ITGB4 KCNH1 KIF20A KIF5B LMNB2 MDK MSH3 NEUROG1 NFE2L2 PGK2 PHKG2 PML POLR2G PRPF6 PTPN14 RAC1 RAP2B RBM4 RELA SEC23A SERPINA6 SKP1 SLC6A8 TFRC TOP3B USP9X XPC ZBTB16 ZYX LEE_CALORIE_RESTRICTION_NEOCORTEX_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_CALORIE_RESTRICTION_NEOCORTEX_UP ACTA1 ANXA6 AQP4 ASIP ATP13A2 BAG6 BMP1 CBLIF CES1 CIT CNOT2 CSK DRD4 DTNA E4F1 EDN2 EIF2AK3 FABP5 GABRA2 GAS6 GATA4 GJA3 GPR19 HINT2 HLA-G HOXA6 HOXB3 HOXB9 IFNA4 KHDRBS1 KIAA2013 KLC1 KMT2B LDB1 LONP1 MAFF MSH2 MTIF2 NAA80 NFKBIA NPRL2 OPRD1 OSBP2 PCNA PF4 POLE3 PPEF2 PPIC PRKD1 PTPRD PURA RELB SAMHD1 SELP SERPINE1 SLC12A2 SLC6A15 STK39 TFDP1 THBS3 TLE1 TNNC1 TSC22D1 TYMS UBA7 UMPS ZBTB7A ZNF771 LEE_DIFFERENTIATING_T_LYMPHOCYTE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_DIFFERENTIATING_T_LYMPHOCYTE ADA2 AHSA2P AIF1 AKAP13 AKNA ALDH5A1 ALMS1 AP1G2 APBB1IP AQP3 ARHGAP15 ARHGAP25 ARHGAP30 ARHGAP45 ARHGAP9 ARHGDIB ARHGEF6 ATF7IP2 ATP8A1 ATP8B1 BCL11B BCL2L11 BRD2 BTG1 BTG2 C2orf68 C9orf64 CAMK1D CBX4 CCDC152 CCND3 CD2 CD247 CD3D CD3G CD48 CD52 CD53 CD96 CDK13 CELF2 CEP350 CNOT6L CORO1A CRACR2A CUTALP CXCR4 CYFIP2 CYTH1 DCLRE1C DGKA DICER1 DOCK2 DOCK8 EIF4A1 EPB41 EVI2A EVI2B EVL FAM107B FGFR1 FKBP5 FLI1 FNBP1 FUBP1 FYB1 GABPB1-AS1 GALK2 GATA3 GIMAP2 GMFG GPR174 GTF3A HAUS2 HCLS1 HDAC4 ICAM2 ICOS IFNAR2 IKZF1 IL7R ING3 INPP4A IPCEF1 ITGAL ITGB2 ITGB2-AS1 ITK ITM2A KDM5A KLF13 KLHL6 KMT2E LAPTM5 LAT LAX1 LCK LEF1 LEF1-AS1 LINC01215 LNPEP LPXN LTB MAL MAP4K1 MDM4 METAP2 MGAT4A MIR142 MPHOSPH9 MR1 MTF2 MYCBP2 NCKAP1L NDUFS8 NFATC2IP NHERF1 NLRC3 NPIPB3 NUP210 OCIAD1 P2RY8 PAG1 PCGF3-AS1 PDE7A PGGHG PIK3CG PNISR PRKCB PRKCH PRKCQ PSMA3-AS1 PSMB9 PTPRC PVRIG RAC2 RASGRP1 RASSF5 RBM33 RCSD1 RGCC RHOH RNASET2 RYBP SASH3 SATB1 SEC31B SELL SELPLG SEMA4D SEPTIN6 SFPQ SH2D1A SLA SLC46A3 SLFN5 SMDT1 SNX20 SORL1 SP1 SP110 SPATA13 SRRM2 SRSF6 SRSF7 STX16 TAGAP TBC1D10C TCF7 TMBIM4 TMC6 TMC8 TMEM131L TMEM71 TNFAIP8 TRAF3IP3 TRAPPC6A TRAT1 TRBC1 TRBC2 TRG-AS1 TRGC1 TRIM14 TRIM56 TSPOAP1-AS1 TSTD1 TXNIP UBASH3A UBE2G2 UCP2 USF3 VAMP1 VAV1 ZC3H7B ZFP36L2 ZNF148 ZNF160 ZNF207 ZNF266 ZNF397 ZNF586 LEE_DOUBLE_POLAR_THYMOCYTE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_DOUBLE_POLAR_THYMOCYTE ACSBG1 BCL6 C3orf52 CALN1 CD1C CD1D CD8A CD8B CIB2 CPLX1 CYP2U1 DNMBP EFNB2 ELOVL4 HRK LHFPL2 LYST MCTP1 MIR646HG RASD1 RIPK4 RMND5A RORC SH2D1A SLAMF1 SLC7A3 TBC1D19 WAKMAR2 LEE_EARLY_T_LYMPHOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_EARLY_T_LYMPHOCYTE_DN ACTN1 AGMAT AMIGO2 ANK3 ANKRD55 ATM BTLA CCR7 CD27 CD44 COTL1 CYLD CYTIP DENND2D EMP3 FOXO1 GBP2 GIMAP1 GIMAP4 GIMAP7 GPR171 GPR183 HCP5 HLA-A HLA-B HLA-E HLA-F ID2 IFITM1 IFITM2 IL27RA IL4R IL6R KLF2 LDLRAP1 LINC00869 LRRN3 MAN1C1 MAP3K1 NELL2 NFATC2 NLRC5 PIK3IP1 PRMT2 PTPRJ RNASET2 S1PR1 SAMD3 SAMHD1 SCML1 SEMA4C SLC2A3 STK17A TBC1D4 TNFRSF25 TNFSF10 TRABD2A TUBA4A LEE_EARLY_T_LYMPHOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_EARLY_T_LYMPHOCYTE_UP ADA AEBP1 ARPP21 ASPM ATAD2 AURKA BIRC5 BUB1 BUB1B CCNB1 CCNB2 CD1A CD1B CD1E CD99 CDC25A CDCA2 CDCA3 CDK1 CDKN3 CENPA CENPU CENPW CEP128 CEP55 CEP70 CKS2 CPVL CRNDE CXXC5 DIAPH3 DLGAP5 DNTT DSCC1 DTL E2F2 E2F7 E2F8 ENSG00000280018 FAIM FAM72C FANCI GALNT7 GFI1 GGH GIHCG GINS1 GNA15 GSE1 HELLS HHIP HMGB3 HMMR KIF11 KIF14 KIF15 KIF18B KIF20A KIF2C KNL1 LDLRAD4 LETM1 LRR1 MCM10 MCM2 MCM4 MELK MIR646HG MKI67 MPP1 MYB MZB1 NCAPG NDC80 NEIL3 NEK2 NLGN4X NSD2 NUF2 NUSAP1 OIP5 PALLD PALM2AKAP2 PBK PCLAF PON1 PRC1 PRR11 PTTG1 RAD51AP1 RAG1 RAPGEF5 RCAN1 RRM2 RUFY3 SCRN1 SGO2 SLC1A4 SYK TFDP2 TMSB15A TNFRSF21 TOP2A TSHR TTK TUBB TUBB4B TYMS UBE2C UBE2T UHRF1 LEE_INTRATHYMIC_T_PROGENITOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_INTRATHYMIC_T_PROGENITOR ADGRG1 ATP6AP1L CDK6 CEP70 ETS2 FXYD2 GUCY1A1 GUCY1B1 GXYLT2 HIVEP3 HOXA9 JCHAIN MEST NDN RAB13 RGPD1 RIMS3 RRAS2 TLR7 TNFSF4 LEE_LIVER_CANCER_ACOX1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_LIVER_CANCER_ACOX1_DN AASS AKAP11 AKR1C1 APOC4 ATP2A1 BAAT C4BPA CA3 CKMT2 CPOX CYP26A1 CYP2F1 CYP4F2 CYP7B1 DPP4 EGFR ELANE ETNK2 G6PC1 GOT1 GPR37 GSTA3 HAL HBP1 HGD HPD HSD11B1 IL1RAP ITIH1 KHK LECT2 LIPC LMCD1 MASP1 MBL2 MCM10 MCM3AP MYH1 NINJ1 NR1H3 OAT ORM1 ORM2 OTC PAH PHLDA1 PIPOX PPP1R3C PRODH REPS1 RGN RNASE4 SELENBP1 SERPINA1 SFTPD SLC27A5 SLC29A1 SLC37A4 SLCO2B1 TDO2 TNFRSF10B TNNC2 TNNT3 TPM2 VPS11 LEE_LIVER_CANCER_ACOX1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_LIVER_CANCER_ACOX1_UP ABHD2 ANXA2 ANXA5 APCS CBR1 CBR3 CD24 CD63 CD74 CIDEC COL4A2 CSTB CTSE CTSL DEFB1 EDN1 EHHADH ETS2 FABP2 FABP4 GIPC2 GPX4 HDAC1 HLA-DQA1 HOXC6 HTATIP2 IGFBP1 IGFBP2 IMPACT KRT23 KRT8 LCN2 LGALS3BP LPL LY6E MFGE8 MT2A NDRG1 NIBAN1 NQO1 PALMD PEX11A PLAT PLIN2 PLSCR1 QPCT RAD51B RAP1GAP RGS2 RPL12 RPL36 SGK1 SLC16A1 SLC20A1 SLC24A3 SLPI SORBS2 SPON2 SPRR1A TAGLN2 TBC1D8 TM4SF4 TOX UAP1L1 VNN3P LEE_LIVER_CANCER_CIPROFIBRATE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_LIVER_CANCER_CIPROFIBRATE_DN ABAT ACADSB AKR1C1 BAAT BCL6 BHMT C4BPA CA3 CA5A CMAHP CTRC CYP26A1 CYP2E1 CYP2F1 CYP7A1 CYP7B1 DMBT1 DPP4 EFNA4 EGFR ELANE ETNK2 G6PC1 GPR37 GSTA4 HAL HBP1 HPD HSD11B1 HSD3B2 IL1RAP KRT13 KRT4 KYNU LECT2 MAPKAPK2 MBL2 MCM10 MCM7 NETO2 NR1H3 OAT OTC PAH PCK1 PIPOX PNLIP PNLIPRP1 PON1 PPP1R3C PRODH REG1A RNASE4 SELENBP1 SERPINA6 SLC17A3 SLC1A2 SLC2A2 SLC37A4 SULT1B1 TNFRSF10B TNNC2 TNNI2 TNNT3 TRPV2 WNT10B LEE_LIVER_CANCER_CIPROFIBRATE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_LIVER_CANCER_CIPROFIBRATE_UP ABHD2 ALDH3A2 APCS BRCA1 BSG CBFA2T3 CD24 CD36 CD63 CDKN1A CHKB CIDEA CIDEC COL4A1 COL4A2 CTSE DAB1 EHHADH ETS2 FABP4 GATM GIPC2 HOXC6 IGFBP1 IGFBP2 KIFAP3 KRT23 LCN2 LEPR LPL LY6D MFGE8 MLYCD MT2A MYO5C NIBAN1 NT5E NUP205 PDK4 PEX11A PLA2G7 PLAT PLIN2 PLTP PMM1 QPCT RAB30 RAD51B S100A9 SLC16A1 SLC24A3 SPON2 SPRR1A TES TFF3 TGM2 TM4SF4 UCP2 VNN1 VNN3P LEE_LIVER_CANCER_DENA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_LIVER_CANCER_DENA_DN AASS ABCD3 ACADSB ACOX1 ACSL1 ACSM3 AKR1C1 ALDH1A1 ALDH3A2 ALOX12B BAAT BHMT C4BPA CA3 CA5A CPT2 CSAD CTRC CYP2E1 CYP2F1 CYP4F2 CYP7A1 CYP7B1 DCXR DMBT1 DPYS EHHADH ELANE EPHX2 FABP1 G6PC1 GCDH GLYAT GPR37 GSTO1 HOXA5 HPD HSD3B2 IL1RAP KRT4 LACTB2 LIPC MAT1A MCM10 ME1 MYH1 NDRG2 NETO2 NR1H3 OAT OTC PADI4 PAH PCK1 PEX11A PHYH PLA2G1B PNLIP PNLIPRP1 PON1 PRODH REG1A RGN RORC SELENBP1 SLC1A2 SLC25A13 SLC27A5 SLC2A2 TNNC2 TNNI2 TNNT3 TRPV2 WNT10B LEE_LIVER_CANCER_DENA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_LIVER_CANCER_DENA_UP ABHD2 ANKRD1 ANXA1 ANXA2 ANXA5 APCS B4GALT6 BCL2A1 CD24 CD63 COL4A1 COL4A2 COL4A5 CPE CSN3 CTSS DYNLT1 FABP4 FBLN2 GATM GPC3 HOXC6 ID1 IGFBP1 KDELR3 KIF11 KIFAP3 LAMA5 LCN2 LEPR LGMN LPL LY6D LY6E MCM6 MFGE8 MMP12 NDRG1 NKTR NOTCH3 NUP205 PEA15 PLAT PLEK POU2AF1 PPBP PTPRE RAD51B RGS2 RPL36 S100A9 SOX9 SPP1 TAGLN2 TFF3 THBS1 TLR1 TM4SF4 VCAM1 VNN3P LEE_LIVER_CANCER_E2F1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_LIVER_CANCER_E2F1_DN AASS ABCG2 ACSL1 ADIPOR2 AKAP11 AKR1C1 ALDH1A1 AQP8 BAAT BHMT C4BPA CCDC90B CFH CFHR1 CTRC CYP2E1 CYP2F1 DBI DCT EFNA4 EGFR ELANE ELOVL5 FABP1 GHR GOT1 GPR37 GSTO1 HAL HAO1 HPD HSD11B1 HSD17B10 IGF1 IL1RAP ITPR1 KLK5 KYNU LECT2 MAPKAPK2 MCM10 MDH1 ME1 MTARC1 NETO2 NR1H3 OAT ORM1 ORM2 OTC PCK1 PNLIP PNLIPRP1 PPCS PXMP2 RARRES1 REG1A REPS1 RGN SERPINF1 TDO2 TMEM222 ZC2HC1C ZG16 LEE_LIVER_CANCER_E2F1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_LIVER_CANCER_E2F1_UP ACTG1 ACTG2 ANXA1 ANXA2 ANXA5 BCL2A1 CASP4 CD63 CD74 COL1A1 COL5A2 CPE CSTB CTSE CTSS CXADR CXCL10 CYP39A1 DEFB1 DYNLT1 ETS2 FABP4 FMO3 GGH GPC3 GSTM1 GSTM2 HOXC6 IFI44 IFIT2 IGFBP1 JCAD KRT23 KRT8 LCN2 LEPR LPL LY6E MCL1 MFGE8 MMP12 NT5E NUCB2 PALMD PLAT PLSCR1 PPL RAD51B RHOB RPL36 SHCBP1 SPARC SPINK1 SPON2 SPTAN1 TAGLN2 TFF3 TM4SF4 TMEM176B TUBB2A UAP1L1 USP18 XDH LEE_LIVER_CANCER_HEPATOBLAST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_LIVER_CANCER_HEPATOBLAST CCND2 CD44 EZR F3 FOS IL6 KRT19 KRT7 LAMA3 MMP1 NR4A1 PLAUR PTGS2 TIMP1 TNC VIM LEE_LIVER_CANCER_MYC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_LIVER_CANCER_MYC_DN AASS ABCC10 AQP8 BHMT C4BPA CFH CFHR1 CTRC CYP2F1 DCT DMBT1 DPYD EFEMP1 EGFR ELANE ELOVL5 FGG FKBP5 G0S2 G6PC1 GOT1 HAL HAO1 HBP1 HERPUD1 HSPA5 HSPH1 IGF1 IGF2 IGFBP2 IL1R1 KLF15 KLK5 KYNU MAPKAPK2 MEOX2 MT2A MTARC1 NETO2 ORM1 ORM2 OTC PCK1 PCOLCE PFKFB1 PNLIP PNLIPRP1 POGZ RARRES1 RBFA REG1A RGS16 RIDA SATB1 SERPINA3 SFXN1 SLC37A4 TBC1D8 TBC1D9 TCIM TDO2 ZC2HC1C ZG16 LEE_LIVER_CANCER_MYC_E2F1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_LIVER_CANCER_MYC_E2F1_DN AASS ABCD3 ACSL1 ADIPOR2 ALAD APOC4 BAAT BHMT C4BPA CFH CFHR1 CPOX CTRC CYP2E1 CYP2F1 CYP4F2 CYP7B1 DCT EGFR ELANE ELOVL5 EPHX2 ETNK2 FABP1 FABP2 G0S2 G6PC1 GHR GOT1 HAL HAO1 HBP1 HPD HSD11B1 IGF1 IGFBP2 IL1RAP KYNU MAPKAPK2 MAT1A MCM10 ME1 MTARC1 NETO2 NR1H3 OAT ORM1 ORM2 OTC PCK1 PNLIPRP1 PXMP2 RARRES1 REG1A REPS1 RGN RGS16 SFTPD SLC25A22 SLC27A2 TDO2 TNNC2 TRPV2 ZC2HC1C LEE_LIVER_CANCER_MYC_E2F1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_LIVER_CANCER_MYC_E2F1_UP ACTG1 ANXA2 ANXA5 BCL2A1 CD63 CD72 CD74 CDK1 CISH COL1A1 COL1A2 CSTB CTSS CXCL9 CYP39A1 DEFB1 FABP4 FMO3 GPC3 HLA-DQA1 ICAM1 IFI44 IFIT2 IGFBP1 KIF20A KRT8 LAMA5 LCN2 LPL LY6D LY6E MAD2L1 MMP12 NUCB2 NUSAP1 PALMD PLAT PLSCR1 PPL PTGDS RAD51B ROCK1 SLC13A3 SLC1A4 SMC4 SPARC SPINK1 SPP1 SPTAN1 TAGLN2 TMEM176B TPR UAP1L1 UNC13B USP18 VIL1 LEE_LIVER_CANCER_MYC_TGFA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_LIVER_CANCER_MYC_TGFA_DN AASS ABAT ABCG2 ACOX1 ALAS2 ALDH1A1 AQP8 BAAT BHMT C4BPA CA3 CA5A CMAHP COA3 CPT2 CRISP2 CYP2F1 CYP4F2 CYP7B1 DCT EGFR ELOVL5 EPHX2 ETNK2 FABP1 FABP2 G0S2 G6PC1 GOT1 GPR37 HAL HAO1 HLA-DMA HPD HSD11B1 HSD17B10 IGF1 IGFALS IL1RAP KHK KLF15 KYNU LIPC MAPKAPK2 MCM10 MMD MTARC1 NETO2 NR1H3 OAT ORM1 ORM2 OTC PCK1 PSEN2 PTP4A3 PXMP2 RGN RGS16 SLC25A22 SLC27A5 TDO2 TNNC2 TRPV2 ZC2HC1C LEE_LIVER_CANCER_MYC_TGFA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_LIVER_CANCER_MYC_TGFA_UP ACTG1 AKR1B1 ANXA2 APP ATP5IF1 BTG2 BTG3 CBR1 CCND1 CD63 CNN1 CSN3 CSTB CYP39A1 ELF3 ETS2 GIPC2 GSTM1 GSTM2 HTATIP2 ICAM1 IGF2 IGFBP1 IGFBP6 KRT8 LCN2 LPL LY6D LY6E MFGE8 MGMT MMP12 MT2A MT3 MTHFD2 NDRG1 NEDD9 NT5E PLAT PLSCR1 PPL PSPH PSRC1 RAB3D RACK1 RAD51B RALB RPL12 RPS24 SERPINA6 SLC13A3 SLC1A4 SLPI TAGLN2 TFF3 TFRC TLR1 TUBGCP4 UAP1L1 USP18 VIL1 LEE_LIVER_CANCER_MYC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_LIVER_CANCER_MYC_UP ACTG1 APRT CCN1 CCN2 CDCA3 CDK1 CISH CSRP2 CSTB CTSE CYP26A1 CYP7A1 DCLRE1A DMPK FBXO21 FDFT1 GLUL GSTM1 GSTM2 HMGCS1 HTATIP2 IDH3A KIF20A LCN2 LECT2 LPL LY6D LY6E MAT2A MCM6 MGST3 NUSAP1 PALMD PDGFC PLAT RACK1 RALB RNASE4 RPL12 RPL13A RPL13AP5 RPL28 RPL36 RPLP2 RPS14 RPS16 RPS24 SLC13A3 SLC1A2 SLC1A4 SLC22A1 SNTB1 TMEM176B TPR LEE_LIVER_CANCER_SURVIVAL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_LIVER_CANCER_SURVIVAL_DN ACTL6A ACTR3 AGFG1 AGRN ANLN ANXA3 ANXA4 ARHGAP18 ATAD2 ATP2B1 ATP5F1C B3GNT5 BCAT1 BUB3 BZW2 CALM2 CBX3 CCDC6 CCNA2 CCNB1 CCT5 CCT6A CD164 CD2AP CDCA8 CDK4 CENPF CENPU CKS2 CLIC1 CTBP2 DBNDD2 DCTPP1 DEK DEPDC1 DLGAP5 DSG2 DUSP18 DYNC2I2 DYNLL1 DYNLT1 DYRK2 ECT2 EEF1E1 EIF4A3 FABP5 FBL GTPBP4 H4C1 H4C14 H4C3 HDAC2 HDDC2 HIF1A HMGB2 HMGN1 HNRNPA1 HNRNPC IER3 IGF1R INAVA ITGB1BP1 ITPR3 JPT1 KHDRBS1 KIF5B KLF5 KNTC1 KRT10 KRT19 LAMB1 LRRCC1 LSM8 LXN LYAR MAPRE1 MARCKS MCM2 MCM6 MCM7 METTL5 MFSD10 MMD MRPL42 MSH6 MTHFD2 MYH2 NAP1L1 NCBP2 NDC1 NFE2L3 NLRP2 NOP56 NPM1 NSF NTS ODC1 OLIG2 OPLAH PBX1 PCLAF PCNA PDCD5 PDLIM7 PELI1 PFDN4 PHLDA2 PLP2 PNP PRMT1 PRMT2 PTBP3 PTGR3 PTMA RAB32 RALA RAN RBM17 RBX1 RCC2 RGS2 RMI2 RND3 RPE RPL12 RPL17 RPL27 RPL31 RPL35 RPL36A RPL38 RPL9 RPS11P1 RPS18 RPS3 RPS3A RPS5 RPS6 RPS7 RPS9 RPSA RWDD1 S100A6 SEPTIN7 SERPINH1 SET SFT2D1 SLBP SLC34A1 SLC44A1 SMC2 SNRPB2 SNRPG SPC25 SUMO2 SUZ12 TES TMSB4X TOPBP1 TPRKB TSPAN3 TTK TUBA1B UBA2 UBE2D1 UBE2T URI1 USP1 VCL VCP YBX3 YWHAB YWHAH YWHAQ ZC2HC1A ZNF138 ZNF37BP ZNF532 ZNF681 ZWILCH LEE_LIVER_CANCER_SURVIVAL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_LIVER_CANCER_SURVIVAL_UP A1CF ABCA6 ABCC2 ABCG5 ABCG8 ABHD6 ACADS ACOX2 ACSL1 ACSL6 ACSM5 AGL ALAS1 ALDH1L1 ALDH4A1 AMACR AMDHD1 AMFR AMT ANXA9 AOX1 APCS APOA5 APOC3 AQP9 AR ASGR1 ATG16L1 ATP6V0E2 BAAT BDH1 C1QTNF4 C1orf115 C2 C4BPB CABIN1 CAND2 CCL16 CDHR5 CDO1 CES1 CES2 CES3 CFHR5 CGREF1 CLRN1 CLTRN COBLL1 COQ8A CPB2 CPN2 CPT2 CRAT CRYL1 CSAG2 CUX2 CYP2D6 CYP2J2 CYP3A4 CYP4F11 DCXR DENND5B DEPDC7 DHRS3 DIO1 DPYS DSG1 ECHDC2 ECHS1 EGLN2 EHHADH ENPP5 EPHX1 F10 F12 F13B FAM169A FBXO31 FLJ30679 FMO3 G6PC1 GJB1 GLYAT HAGH HAO1 HGD HPD HSD17B10 HSD17B6 HYAL1 HYDIN2 IL6R ILRUN INSIG1 INSR ITIH1 ITPR2 IVD KHK KLK3 KNG1 LDHAL6A LEAP2 LINC02693 LPIN1 MAP4K1 MASP2 MIR1-1HG MLXIPL MOGAT1 MORN1 MPDZ MRM1 MRPL46 MSRA MST1 MTSS1 MVK MYRIP NDRG2 NDUFS2 NECAB2 NF1 NLGN1 OGDHL OTC PAH PARD3B PC PCCB PCK1 PCSK6 PCYT2 PHLPP1 PINK1 PIPOX PKLR PLPP1 PRDX6 RBP5 RDH5 RETREG3 RGN RHBG RPS2P45 RRN3P1 RUNDC3B S100A8 SALL1 SEC14L2 SELENBP1 SEPTIN4 SERPINC1 SERPIND1 SERPINF1 SERPING1 SGPL1 SLC22A18 SLC25A10 SLC27A5 SLC2A2 SLC35D1 SLC38A3 SLC6A12 SPINK2 SRD5A1 STARD10 STK32B SULT2A1 TACO1 TMEM176B TRIM55 TSKU TTBK1 TTPA UGT1A6 UGT2B15 UGT2B4 UGT3A1 UNKL VPREB1 WNK3 WNT11 ZBED1 ZBTB20 ZBTB22 ZP3 LEE_METASTASIS_AND_ALTERNATIVE_SPLICING_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_METASTASIS_AND_ALTERNATIVE_SPLICING_DN ABCC4 ADAMTS13 API5 CEBPG CELSR2 CLK4 COL9A3 CSF3 CSNK2A1 CYP19A1 DHRS2 DVL3 EIF2AK1 EIF4G2 ERCC6 ERGIC1 FCHO1 GRB14 GSTM3 GTF2H1 HYAL1 LGR6 MAP2K5 MAPT NAE1 NLRP1 NR1H3 PCDHA12 PCDHA5 PCDHAC2 PCDHGA12 PDCD2 PHLDA2 PPARD PTK2 SEMA3B SLITRK4 SOD1 SPP1 SVIL TNFSF10 TSPAN5 TTBK1 UBP1 WDR77 LEE_METASTASIS_AND_ALTERNATIVE_SPLICING_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_METASTASIS_AND_ALTERNATIVE_SPLICING_UP ADRA1A ANKS1A ANKS1B BCL2A1 BID BMF BMP1 BNIP3 BTK C6 CAMK1 CCBE1 CCN1 CEACAM1 COL4A6 COL6A2 COL7A1 CSNK1E CTSV DAP3 DDR1 ELN F2R FASTK FAT1 FZD1 GAS2 GRK3 HAPLN3 HIPK2 IL12RB1 IL3RA ITGB5 L1CAM LGALS1 LGALS3BP LGI3 LRRC66 LTBR LZTR1 MAP4K4 MCM7 MET MFAP5 MGP NAIP NLGN4X NME6 NRCAM P3H3 PDCD6IP PIM1 PLAGL1 PLXNA2 PLXNB3 PPP2R1A PTK7 PTPRF PTPRM RPS6KL1 RTN4 SH2D4A SHC1 SLC1A4 SMAD3 SMO SRPK2 STAB2 STK32C TMEM45A TNFRSF1A TSPAN33 TSPAN9 WNK1 LEE_METASTASIS_AND_RNA_PROCESSING_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_METASTASIS_AND_RNA_PROCESSING_UP ACIN1 BOP1 COIL CSTF1 DHX16 EXOSC8 FBL GEMIN5 GRSF1 HNRNPA2B1 PA2G4 PABPC1 PPIG RAE1 RNGTT SLBP LEE_NAIVE_T_LYMPHOCYTE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_NAIVE_T_LYMPHOCYTE ADTRP AK5 ATP10A C1orf162 EPPK1 GIMAP5 GIMAP8 IL6R INPP4B LDLRAP1 NOG PASK PCED1B PLEKHA1 RAB30 RPS4Y1 SHISAL2A TAGAP UPP1 VSIG1 LEE_NEURAL_CREST_STEM_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_NEURAL_CREST_STEM_CELL_DN ACKR3 AGPAT4 AMY1A ARL4C BCL2 BEGAIN BMP7 BTG3 CA2 CAPN6 CD46 CD82 CD9 CEP290 CHRDL1 CNTNAP2 COCH COL4A5 COL4A6 COL9A3 CREB5 CROT DDB2 DGLUCY DLK1 DMD DOCK3 DSP DTNA DUSP6 EFEMP1 EFNA1 ELOC EMX2 ENPP4 EPHA2 ETV5 F3 FABP7 FAM107A FBN2 FEZF2 FGF17 FGF8 FJX1 FOS FOXG1 FUT8 FUT9 FZD5 GALNT12 GAS6 GATM GDF15 GDF7 GRAMD1C HAUS6 HDC HLA-B HSPA1B HSPA4L HTR2C HTRA1 IGFBP3 KLF3-AS1 LGI1 LGR5 LHX2 LZTFL1 MAFF MFAP3L MIR9-1HG MPPED2 MTUS1 NACA NAV3 NELL2 NOS2 NOTCH1 NPY2R NUAK2 PALLD PDLIM5 PLAGL1 PLEKHB1 PLK2 PMAIP1 PROM1 PRR16 PRSS23 PSTPIP2 QKI RIPPLY3 SAT1 SIX3 SLC1A4 SLIT2 SLITRK5 SMS SORBS2 SOX3 SPART SPON1 SPRY1 SPRY2 SSX1 SYNE2 TKTL1 TMEM255A TNFRSF10B TP53TG1 TRIM22 TRIM24 TTYH1 WASF1 WIF1 WNT5B ZBBX ZIC1 ZMAT3 ZMYM2 ZNF236 LEE_NEURAL_CREST_STEM_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_NEURAL_CREST_STEM_CELL_UP ADGRG6 AKR1C1 ALCAM ANXA1 AP1S2 ARHGDIA ARL6IP5 ATP1A2 BCHE BGN BMP5 C3orf52 CDH1 CDH19 CDH6 CEBPD CELF3 CHGA CHN2 CNR1 COBLL1 COL14A1 COL1A2 COL3A1 COMMD9 CRABP1 CRABP2 CRYZ CYP26A1 DACT1 DCN DCX DLC1 DNAJC1 DPYD EDNRA EEF1A2 ELK3 EMC1 ENC1 ERBB3 FAP FST GAP43 GNRH1 GRN GSN GYPC HAPLN1 HMGA1 HOXA2 HOXB2 IFI16 IGFBP5 IGFBP7 INA ITGA4 KCNK5 KCNN2 KLHL41 L1CAM L1TD1 LAMB1 LDLRAP1 LGALS1 LIN28A LITAF LPAR6 LRRN3 LUM LZTS1 MDFI MEF2C MITF MOXD1 MSTN MSX1 NAGK NAP1L1 NEFL NEFM NFASC NGFR NHLH1 NHLH2 NMRK1 NNAT NPR3 NR2F1 NR2F2 NRIP1 NRP2 NRXN1 PAX3 PCBP4 PCDH8 PDGFRA PHOX2B PITX2 PMP22 PODXL POSTN POU4F1 QPRT RASL12 RBP1 RHOB ROR1 RRBP1 RUNX1T1 S100A10 S100A11 S100A11P1 SCG3 SCN3A SCRG1 SEMA3C SERPINB9 SGCD SH3BGRL3 SHC1 SLC17A6 SLIT1 SLN SNAI2 SNAP25 SORBS1 SOX10 SPP1 SST ST18 ST7 STMN2 STMN4 STRA6 TAGLN3 TFAP2A TFAP2B TGFBI TMEM204 TNNC2 TRIL TRIM62 XIST ZCCHC24 ZEB2 ZNRD2 LEE_RECENT_THYMIC_EMIGRANT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_RECENT_THYMIC_EMIGRANT ABCC10 ABHD17B ACBD5 AEBP2 AIF1 ANKRD10 ANKRD37 ANKRD55 ARL5A ARL6IP6 ATP11A AUH AUTS2 B3GNT2 BCL11A BCOR BTBD3 CACHD1 CALHM6 CAMK4 CASC15 CBL CCNG2 CCR7 CCR9 CCRL2 CD1B CD93 CDCA7 CDCA7L CDK2AP1 CENPK CEP57 CHI3L2 CHML CKS2 CMPK2 CMTR2 COA1 CRY1 CSAD CSTF2T CTPS1 CYSLTR1 DAPK1 DARS1 DENND5A DPH5-DT DPY19L4 DSG2 EEF1E1 EIF3H ENSG00000291107 ERICH1 FAM106A FAM241A FAM3C FNIP2 FUT8 GATA3 GATD1 GEMIN8 GNAI1 GNB4 GPA33 GPR146 GPR171 GTF2H3 GZMA H2AC18 H2AC6 H2BC5 HACE1 HBG1 HDAC2 HEG1 HERC2 HERC2P9 HOOK3 HPGD HTR2B HYCC1 ID2 IFI16 IFT80 IGF2BP3 IGHM IGLC2 ING3 ISG15 ITM2A JUN KBTBD6 KCTD18 KIAA0319L KLHL8 KRBOX5 LCORL LPP LRPPRC LYPLA1 LYPLAL1 LZTFL1 MAML3 MAP3K20 MARCKS MBTD1 MCUR1 METTL21A MFSD8 MICAL2 MIF MINDY2 MPEG1 MPP7 MTHFD1L MTHFD2L MTLN MYSM1 N4BP2 N4BP2L1 NADK NAPSB NDUFA7 NEDD1 NFATC2IP NFKBIZ NIBAN3 NINL NIPSNAP3A NR4A2 NREP NSD3 OTUD6B OXR1 P2RX5 P2RY1 PABPC1 PAICS PAK1 PALM2AKAP2 PAPOLA PCGF5 PCLAF PDCD4 PDE4D PDLIM1 PET117 PEX13 PFDN6 PGM2 PLAC8 PLCXD2 PLSCR1 PM20D2 PMEPA1 PRMT1 PRPF19 PSMB2 PTGER4 PTPRC PXDN QSOX2 RAB18 RAI1 RASA2 RBM7 RGS1 RHOBTB3 RHOU RNASE6 RNF138 RNF144B RPL18A RPS15A RPS26 RPS29 RSAD2 SENP7 SERF1A SERF2 SH2D1A SIDT2 SIKE1 SKAP2 SLC25A37 SLC2A3 SMC4 SNORD60 SOCS3 SOX4 SPRED2 SPRY2 STK17B STMP1 SYTL2 TAF13 TAF4B TAGLN2 TBC1D22A-DT TCF4 TENM1 THRAP3 TIMM8B TIMP2 TKT TMEM156 TMEM65 TMOD3 TNFAIP3 TNFSF10 TOB1 TOP2A TOX TOX2 TPRG1 TRA2B TRIO TSPAN13 TYMS UBASH3B USP38 VARS2 VAV3 VEZT VPS13C XIAP YARS1 YBX3 ZBTB21 ZC3H8 ZCCHC9 ZNF271P ZNF542P ZNF677 ZNF711 ZNF738 ZNF776 ZNF827 LEE_SP4_THYMOCYTE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_SP4_THYMOCYTE CLDN1 CTSL DUSP4 EGR3 HTR2B IER3 IFI44L IRAK2 NR4A2 P2RY1 PDE4D RSAD2 SERPINE2 SPRY2 TPRG1 LEE_TARGETS_OF_PTCH1_AND_SUFU_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_TARGETS_OF_PTCH1_AND_SUFU_DN ABLIM1 ALDH1L1 ASPH ATP1B1 ATP2A2 ATP2B2 C11orf87 C1QTNF4 CA8 CACNA1G CALB1 CAMK2D CBLN1 CDS1 CEND1 CHCHD10 CKMT1B CLSTN2 CNIH2 CNP CSDC2 DCLK1 DYNLT3 ELMOD1 FAM241B FNBP1 GAD1 GJA1 GRIA1 GRM3 GUCY1A1 HK1 HMGCS1 ITPKA ITPR1 KCND2 KCNK1 KIF1A KIF5A LRP8 LYNX1 MAP4 MAPRE2 MAPRE3 MASP1 MEG3 MEG8 NAPB NCAM1 NDRG4 NEFH NRIP3 NRSN1 NRXN3 NTM PAK1 PCP2 PCSK1N PDXK PENK PPP1R3C PREPL PRKCG PTGDS PTPRR RAB3A RAB4A RCAN2 RORA SEMA3E SEZ6L2 SKOR1 SLC13A3 SLC1A6 SLC32A1 SLC4A10 SLC8A1 SPOCK2 SYT1 THY1 TMEM50B TRPC3 TSPAN17 TSPAN2 VAMP2 VSNL1 ZIC3 LEE_TARGETS_OF_PTCH1_AND_SUFU_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_TARGETS_OF_PTCH1_AND_SUFU_UP AKNA ATOH1 B2M C1QA C1QB C4B CAVIN2 CCND1 CCND2 CDCA7 CDH20 CDK6 CKLF CTSS DDR2 EIF4EBP1 FAM210B FRMD4B FZD2 GLI1 GLI2 GPNMB HK2 HLA-DQA1 HSD11B2 IER5 IRS1 KATNIP KMT5A LAP3 LRIG3 LYZ MAGOHB MAP2K6 MCM2 MCM6 MICAL1 MTHFD2 MYCN PLEKHO2 POLE PPAN PTCH2 RAD51AP1 RND3 RPL23 RPS27 SFRP1 SOCS2 SOX18 SSTR2 SUFU TBATA TSHZ2 YBX3 ZEB1 LEIN_ASTROCYTE_MARKERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEIN_ASTROCYTE_MARKERS ALDOC APOE AQP4 ATP13A5 ATP1A2 ATP1A4 BCAN C1QA CD63 CLDN5 CLU CST3 DBI DIP2A EMX2 GFAP GJA1 GLDC GLUL GPR37L1 GSN HEPACAM ID3 ITGAM ITGB5 LYZ MAGI1 MATN4 MFGE8 MLPH MT1A NCAN PLA2G7 PLPP3 PRDX6 S1PR1 SEPTIN4 SLC6A20 SOX8 SPARC SPARCL1 STAB1 ZNF780A LEIN_CEREBELLUM_MARKERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEIN_CEREBELLUM_MARKERS AFAP1L2 AMOT ARAP1 ARHGAP5 ARHGEF37 B3GNT5 BTG1 CA7 CALB2 CASQ2 CBLN3 CEP72 CHD7 CMYA5 CNKSR3 COL18A1 CRTAM DHRS3 DMD DMRTC2 DNAJC3 EN2 ERC1 ETV4 EXPH5 FAM107A FBXO24 FEZ2 GABRA6 GDF10 GNG13 GPR63 GSAP H6PD HBEGF HEPACAM ICMT IL16 KANK2 KCNT1 KIT LHX1 LHX5 LIG1 LRCH1 MCC MMP24 NAT8B NEK2 NHLH1 NKAIN4 NPR1 NTN1 PAQR6 PCP2 PDP2 PEPD PHKA1 PKP3 PLXDC1 PREX2 PTPRM RHOD RIF1 RNF182 SEBOX SELENOS SLC25A18 SLC66A2 SLC9A3 SOGA1 SPRY3 SYNE2 SYTL3 TJP2 TMEM266 TMEM41A TNC TRAF6 TRIM62 TST ZIC1 ZIC2 ZNF385C ZNF521 LEIN_CHOROID_PLEXUS_MARKERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEIN_CHOROID_PLEXUS_MARKERS ABCA4 ACAA2 ACACB ACAD8 ACE ADH1C ATP6V0E1 C21orf62 CAB39L CALML4 CCND3 CDH3 CFAP44 CFH CLDN1 CLDN2 COL8A1 COL8A2 COL9A3 CPED1 CPQ CSRP2 CTSC DNALI1 DUSP22 ECRG4 EFS ELOVL7 EPHX1 EZR F13A1 F5 FADS1 FANCM FHAD1 FOLR1 FXYD1 FZD4 GC GGH HEMK1 INMT ITGB5 KCNE2 KDR KIF9 KL KLHDC7A LBP LDC1P LEPR LGALS3BP LRP10 LUM MGP MROH7 MSX1 MXRA8 MYO7A NEK11 NID2 NOTCH2 NXN ODAD1 OTX2 PBXIP1 PCOLCE PCOLCE2 PERP PGPEP1 PLTP PRLR PRR32 RBM47 RBP1 RNASET2 RSPH9 SGMS2 SLC24A5 SLC26A11 SLC39A12 SLC4A5 SLC6A20 SLCO1C1 SOSTDC1 SPATA17 SPINT2 ST6GALNAC2 STEAP2 STRA6 SULF1 SYNE2 TBC1D9 TCN2 TGFBI TMEM237 TMEM72 TMPRSS11A TPSD1 TRPV4 TTC21A TTR TXNIP VWA3A WFDC2 LEIN_LOCALIZED_TO_DISTAL_AND_PROXIMAL_DENDRITES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEIN_LOCALIZED_TO_DISTAL_AND_PROXIMAL_DENDRITES ADCY1 BOK BTBD3 CAMK2A CPE DLG4 EPB41L1 HPCAL4 ITPR1 KIF5A LPAR1 MT-ATP6 PPP1R9B PRXL2A PSD RGS8 SBK1 SOWAHA LEIN_LOCALIZED_TO_PROXIMAL_DENDRITES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEIN_LOCALIZED_TO_PROXIMAL_DENDRITES ACO2 ANK2 ATP5F1B BSN CDK14 CHGB DNAJC6 EEF1A1 EPS15 GFM2 GPD1 HPCA IDS INA KIF5C KIFC1 LYNX1 MAP1A MAP1B MAP2 MMD MTCH1 NECAB2 NETO1 NNAT NRGN NSG2 PLPPR2 RAD51 RNF10 RPH3A SELENOW SLC17A7 SNRPN SNURF SULT4A1 TMSB4X LEIN_MEDULLA_MARKERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEIN_MEDULLA_MARKERS ABHD8 ACBD3 ADGRE5 ADIPOR2 ANKRD35 ANKRD55 ANXA2 ANXA5 AR ASAH2 CAPN1 CCT8 CD151 CD59 CHRNB4 CLGN CROT CYP4F8 DLK1 EAF1 EFCAB3 EIF5A2 ENTPD3 ESRRG FAM156A FBLN7 FNTA FSTL1 FZD8 GAS2 GLRA1 GLRA4 GLRX3 GPR101 HARS2 HLA-DRB5 HMGA1 HOXB6 HOXC4 KANK4 KCNAB2 KCNG4 KCNJ14 KLHL36 LDLR LHX5 LRRC27 LYVE1 MAFG MAP3K20 MARCHF2 MINAR1 MRAP2 MYC NRG1 NSDHL P2RX5 P2RX6 P2RY14 PANX2 PCSK6 PHF20 PHLDA3 PIKFYVE PMP22 PPP2R2B PRDX1 RASSF4 SERPINA3 SERPINB1 SLC17A6 SLC26A6 SLC34A1 SLC45A3 SLC6A5 SLC6A9 SPP1 STEAP2 SV2C TAT TNKS TRIP10 UBLCP1 UFC1 VEGFB WNT8B LEIN_MIDBRAIN_MARKERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEIN_MIDBRAIN_MARKERS AFAP1 AGT AGTR2 ALDOC AMIGO2 ANKRD55 ARHGEF40 ARRDC1 BAIAP3 BCAT1 BNC2 CACHD1 CARMIL3 CD83 CERS2 CLGN CMKLR2 COL15A1 COPRS CREBL2 DDC DENND1B DLK1 DNM3 EBF3 ECE2 EIF5A2 EN1 ENDOD1 EPHB1 FAM156A GABRQ GFRA1 GJE1 GLRA1 GLRA2 GLRA3 GLRA4 GPC5 HAP1 HARS2 HJURP HMGA1 HTR2C ITGA10 ITIH3 KANK4 KCTD9 KIAA0930 KLHL1 LTBP3 MAGED2 MTMR2 NSMAF OPALIN P2RX5 PANX2 PCOLCE2 PCSK1N PHLDA3 PIGT PLP1 POU4F1 PRPH PTGDS QDPR SEMA3F SEMA4G SLC17A6 SLC39A14 SLC4A2 SLC6A3 SLC7A3 SLC8A3 STEAP2 TCF7L2 TRAIP TSC22D3 TTC39A UBLCP1 VAT1L ZFHX3 ZFHX4 LEIN_NEURON_MARKERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEIN_NEURON_MARKERS ADD2 ALCAM ATP6V1G2 BEX1 BMERB1 CALM2 CAMK2A CAMK2B CHGB CHN1 CHST1 CLSTN3 CPLX1 CX3CL1 CYFIP2 CYRIA DISP2 DPP6 EGR1 FAIM2 FBXW5 FLYWCH1 GABARAPL1 GABBR2 GAP43 GPR162 GRIA2 GRIA3 GRIA4 GRIN2B JAKMIP1 KIFC2 LHX9 LRP11 MADD MAP2K1 MAP2K4 MEG3 MYO5A NAPB NDFIP1 NDRG4 NEFL NORAD NSG2 PACSIN1 PHF24 PRKACA PRKAR1B PTPRN RAB6A REPS2 RTN1 RYR2 SH3GL2 SLC22A17 SMARCA2 SNAP25 SNHG11 SNRPN SYNGR3 SYP SYT1 TCAF1 TRANK1 TUBA4A UCHL1 UNC80 YWHAG LEIN_OLIGODENDROCYTE_MARKERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEIN_OLIGODENDROCYTE_MARKERS AATK ABCA2 ACTC1 ANLN APOD ARHGEF10 ARRDC3 CA2 CCP110 CD81 CERS2 CLIC4 CNP CNTN2 CRYAB CSRP1 DAAM2 EEF2 ERMN FA2H FABP5 FRMD4B GATM GJB1 GJE1 GLTP GPR37 GSN HCN2 HMGCS1 MAG MAL MAP2K6 MBP MCAM MOBP MOG MTRR MYRF NDRG1 NPC1 NRBP2 OLIG1 OLIG2 OMG OPALIN PACS2 PCYT2 PEX2 PLEKHB1 PLEKHG3 PTGDS QDPR QKI RNF13 S100A16 S1PR5 SCD SELENOP SEPTIN4 SERINC5 SERPINB1 SGK1 SLC44A1 SLC48A1 SOX10 SYT11 TALDO1 TMBIM6 TMEM63A TMEM88B TPPP3 TSPAN2 TTYH2 UGT8 WSCD1 LEIN_PONS_MARKERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEIN_PONS_MARKERS ABHD3 ABHD4 ADAMTS2 AHNAK2 AKAP12 ANKRD35 ANKRD55 ANXA5 B3GALT5 BAIAP3 CABP7 CALM3 CAPN1 CAT CCT8 CD59 CD83 CDH23 CHRNB4 CLGN COPRS COQ7 CROT CYP27A1 DLK1 DNPEP DPYSL3 EBF3 ECE2 EIF5A2 EMC9 ENDOD1 ENTPD3 ESRRG FAM13A FAM156A FSTL1 GABRQ GET1 GFAP GLRA1 GLRA2 GLRA4 GPC5 GPR101 HCN2 HCRTR1 HMGA1 HSPB8 HTR2C IMPA2 KANK4 KCNAB2 KCNG4 KCNJ14 KIF5B KLK6 LGALS8 LTBP3 MAGED2 MARCHF2 MRAP2 MTAP NDUFB5 NDUFS1 NRG1 P2RX5 P2RX6 PANX2 PCSK1N PHOSPHO1 PMP22 RAB37 RASSF4 RND2 RTN2 S100B SGPP2 SLC17A6 SLC18A2 SLC6A5 SPP1 STEAP2 SV2C TMEM176A TMEM205 TNS1 TSC22D3 UBLCP1 VDAC2 VWA5B2 YPEL5 LEI_HOXC8_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEI_HOXC8_TARGETS_DN ACTA2 ADAM19 ANKRD1 ASS1 CNN1 CXCL10 ELMO1 FAM43A GAS1 GREM2 KRT19 NCAM1 NQO1 PLAGL1 SERPINF1 SPP1 TAGLN LEI_HOXC8_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEI_HOXC8_TARGETS_UP CCL7 CDH11 EMB FZD2 HES2 IL1R2 MSLN PMP22 RALY SLC16A3 SRD5A2 LEI_MYB_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEI_MYB_TARGETS ACBD3 ACTA2 ACTR2 ADGRG1 ADGRG6 AGR2 AHNAK2 AKR1C1 ALAS1 ANKRD12 ANP32B ANXA1 ANXA2 ANXA2P1 ANXA3 AP1G2 AP2A2 APEX1 APRT ARID5B ASAH1 ASNS ATP2A3 ATP5F1D ATP6V0D1 AURKA AURKB AXL BAIAP2 BASP1 BHLHE40 BICD2 BLCAP BRD2 BTG1 CA12 CAV1 CCL2 CCND1 CCND2 CD24 CD59 CDC25B CDH1 CDK2AP2 CDK4 CDKN1A CEACAM6 CEBPB CFLAR CKS2 CLDN3 CLDN7 CLEC11A CLIC4 CLU COL17A1 COL1A2 COL6A3 COMMD4 COX7A1 CRABP2 CREB3L2 CRIM1 CRIP2 CRYAB CTCF CTNNAL1 CTSD CTSK CXCL8 CYP1B1 CYP3A5 DAB2 DAXX DDR1 DHRS2 DHRS3 DNAJA1 DNAJB1 DPF2 DPM2 DST DTX2P1-UPK3BP1-PMS2P11 E2F4 EBP EEF1A2 EEF1D EFNA3 EIF3B EIF4E2 ELOVL5 EMP2 EPCAM EPOR ERCC1 EZH2 FADS1 FADS2 FAP FARSA FASTK FBP1 FEN1 FGFBP1 FHL2 FLOT1 FN1 GAGE13 GATA3 GFUS GJA1 GM2A GNG11 GOSR1 GPI GRIP2 GRN GSTO1 GSTP1 H3P37 HMOX1 HNRNPA1 HSPA1A HSPA4 HSPA6 HSPB1 HSPD1 HSPE1 IDI1 IFI27 IFITM1 IFITM2 IGFBP7 IGKV1OR1-1 IL1B IL1RN IL6 IRF6 ISG15 ISG20 ITPR3 JUP KLF9 KLHL9 KRT14 KRT15 KRT16 KRT17 KRT18 KRT19 KRT5 KRT6A KRT7 KRT8 KRT81 KTN1 LAMA3 LAMA5 LAMB1 LAMC2 LASP1 LCN2 LDHB LGALS3BP LGALS7 LIMK2 LITAF LMTK2 LPCAT1 LTA4H LUM LY6E LY6G6C MAGED2 MAOA MAP1LC3B MBOAT7 MCL1 MCM2 MCM7 MDK ME1 MICB MMP1 MMP15 MRPL28 MRPL49 MRPS12 MSN MT1A MT1X MUC1 MYC MYL12A MYL9 NDUFS8 NDUFV1 NF2 NFATC3 NHERF1 NINJ1 NME1 NNMT NPC1 NRDC NUPR1 NXF1 OTUB1 PALLD PALM2AKAP2 PCBP1 PCCB PCLAF PCNA PDXK PEA15 PFKL PI3 PLEC PLK2 PNP POR PPIB PPID PPL PPM1E PRPF40A PRPF6 PRSS23 PSMA4 PSMD10 PSMD5 PSMD7 PTGDS PTHLH PTTG1 PTTG1IP PTX3 PUF60 PURA RAC3 RARS1 RASA1 RBM4 RGS2 RPS15A RPS6KB1 RRAD S100A10 S100A7 S100A8 S100A9 S100P SAA1 SAT1 SELENBP1 SEMA3F SERBP1 SERPINB2 SERPINB3 SERPINB4 SERPINB5 SERPINE1 SERPINE2 SERPING1 SETD3 SFN SFRP1 SH2B3 SLC16A3 SLC20A1 SLC25A46 SLC2A3 SLC7A5 SMAD3 SMARCA2 SNRPN SOX15 SPARC SPINK1 SRGAP3 SRGN SRSF6 STAM STAT6 STIP1 TARDBP TFAP2A TFAP2C TFF1 TFF3 TGFBI TGM2 TIMP3 TM4SF1 TM7SF2 TMEM106C TMEM158 TMEM47 TNFAIP6 TNIP1 TPM1 TPX2 TRIM37 TRIO TRIP6 TSC22D3 TUBA4A TUBB2A TUBBP1 TUBG1 TXNRD1 UBC UBE2C UBE2M VCL VIM VPS72 XBP1 XRCC5 ZFP36L2 ZNF217 LENAOUR_DENDRITIC_CELL_MATURATION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LENAOUR_DENDRITIC_CELL_MATURATION_DN ADAM10 AKR1C1 ALG3 AMPD3 ANPEP ARHGDIB ATP2A3 BCAT1 BRD2 BST1 BTG2 C3 C3AR1 C5AR1 CCR2 CD14 CD163 CD180 CD37 CD44 CES1 CHI3L1 CLEC2B CORO1A CSF1R CTBP1 CTSK CXCL2 CXCL3 CXCL5 CXCL8 CYBB CYTIP DHX8 DOK1 DUSP6 ELK3 EMP1 EMP3 EVI2A FBP1 FCER1G FCGR2A FCN1 FGL2 FYB1 GK GLA GSR H2BC6 H4C3 HSD17B10 HTRA1 IDS IER3 IL1B IL1R2 IL2RG IL6R IRF7 ISG15 ITGAL ITPR1 KRT10 KYNU LGALS2 LGMN LHFPL2 LST1 LTA4H LYZ MAPKAPK2 MARCKSL1 ME1 MICB MMP9 NAMPT NAP1L4 NCF1 NCOA4 NFKBIA NFYC NINJ1 NMB NUP214 OLR1 PDLIM7 PF4 PLAUR PLSCR1 PPBP PPIB PPIF PPP2R5D PRRC2A PSEN1 PTAFR PTK2B PUF60 RAB3GAP1 RO60 RTN1 S100A12 S100A4 S100A8 S100A9 SDC2 SDF2 SERPINA1 SERPINF1 SF3B4 SLC11A1 SLC1A3 SNX17 SOD2 SORL1 SOS2 SPINK1 SREBF2 STAB1 TAL2 TAX1BP3 TLR1 TNF TNFRSF1B TSC22D1 TUBA4A TXNIP UPK2 ZFP36L2 LENAOUR_DENDRITIC_CELL_MATURATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LENAOUR_DENDRITIC_CELL_MATURATION_UP A2M ABCG1 ACAA2 ACOT2 ACOT7 ALOX15 APOC1 APOE ARF4 ATP1B1 BIRC3 BLTP2 C1QB CAT CBS CCDC85B CCL13 CCL17 CCL22 CCNA1 CCND2 CCNG2 CCNH CCR7 CD1A CD1B CD1C CD59 CD74 CD83 CD86 CDH1 CEBPA CITED2 CR1 CRABP2 CSF1 CTSC CYB5A DNASE1L3 DPP4 DUSP1 DUSP5 ECM1 ENPP2 F13A1 FABP3 FABP4 FABP5 FCER2 FCGR2A GAS6 GATM GDF15 HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HMGN3 HSD11B1 IARS1 IDO1 INHBA IRF4 ITGB5 ITPKB KCNAB2 LGALS3BP LIPA LPL MAOA MGLL MMD MMP12 MRC1 NCAPH NR1H3 NR4A3 OAT PCBD1 PDLIM4 PEBP1 PFKM PFKP PKD2 PPARG PPIC PRKACB PTPRO QSOX1 RAP1GAP RARRES1 RNASE1 RNASE6 RRP1B SCARB1 SCRN1 SEMA3C SERPINB6 SHB SLA SLC11A2 SNRPN SOX4 SPINT2 SPP1 SPTAN1 ST6GAL1 STAC SULT1C2 TFRC TGFA TGM2 TLE5 TNFAIP6 TRIB2 LEONARD_HYPOXIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEONARD_HYPOXIA ADORA2B AK4 ALDOA BHLHE40 BNIP3 CCNG2 CDKN1B CDKN1C DDIT4 DEPP1 DUSP1 EFNA1 F3 FOSL2 HNRNPA1 HOXA4 HOXA5 JMJD6 JUNB KDM3A MUC1 NFIL3 P4HA1 P4HA2 PDGFB PFKFB4 PFKP PGK1 PHC2 PLIN2 PPP1R3C RASGRP1 SAP30 SERPINE1 SLC16A3 SLC2A1 SLC2A3 SLC7A5 STC2 TGFA VEGFA LE_EGR2_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LE_EGR2_TARGETS_DN ABCA2 ABCB1 ADAM10 ADIPOQ AK3 CA3 CAT CD55 CD9 CDKN1A CERS2 CHST2 CLDN5 CLTB CMTM6 COX8BP CPEB2 CYP51A1 EFHD1 ELOVL6 EMP2 EPHB6 ERRFI1 FAAH FADS1 FDFT1 FDPS FGF1 FGF7 FGL2 FTH1 FUT8 GFRA1 GJB1 GLOD4 GNAI1 HMGCR HMGCS1 IDI1 IL16 ITPKB KCNK1 LIMCH1 LOX LPL LSS MAL MAPK8IP1 MAST2 MBP ME1 MGST3 MPDZ MPZ MSMO1 MT2A MT3 MVD MYH11 MYO1B MYO1D NACC2 NDRG1 NR4A2 NRBP2 NSDHL OGN OSBPL5 PCK1 PCMT1 PCYT2 PEA15 PIK3R1 PIM3 PMP22 PRX PTGDS RAP1GDS1 RGCC RNF13 RTN1 S100A1 S100B SCD SCN7A SEMA3B SEMA6C SERPIND1 SIRT2 SLC1A5 SLC25A1 SLC2A1 SLC6A15 SLCO3A1 SNCA SNCG SULT1A1 TGFA THRSP TIPARP TKT TLCD4 TMEM30A TMEM40 UGT8 UTRN ZBTB16 LE_EGR2_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LE_EGR2_TARGETS_UP ATF3 AURKA BASP1 BIRC5 BUB1 BZW2 CADM1 CCNA2 CCNB1 CCNB2 CCND1 CD44 CDC20 CDC7 CDCA8 CDK1 CDKN1C CHL1 CIP2A CKS1B CKS2 COL18A1 CORO1C COTL1 CSRP2 CUEDC2 CXCL14 CXCR4 DNAJC9 ECT2 EDNRB EPHA5 ETS1 EZH2 EZR FIGNL1 FOXD3 H2AC8 H2AX H2AZ1 HDAC2 HMGA2 HMGB2 HNRNPA2B1 ID2 INCENP IQGAP3 JPT1 KIF11 KIF20A KIF22 KIF23 KIF2C KLF10 KPNA2 LIN9 LMNB1 LSM2 MAD2L1 MARCKS MARCKSL1 MCAM MCM4 MCM5 MCM7 MKI67 NAV2 NCAPH NHP2 NT5DC2 NUSAP1 P2RX4 PCLAF PDE8A PLEKHO1 PLK1 PLK4 POU3F1 PPP1R14B PRC1 PSPC1 RAD51 RBL1 RBM3 REEP1 RFC5 RPA3 RPL13A RRM1 RRM2 SH3GL3 SLC22A23 SLC4A7 SMC2 SOX2 SPECC1 SPRED2 TCF19 TENM3 TMX2 TNC TNFAIP8 TNFRSF21 TOP2A TRIM59 TUBB6 UBE2T UHRF1 USP1 LE_NEURONAL_DIFFERENTIATION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LE_NEURONAL_DIFFERENTIATION_DN CCNB2 CCNT1 CDC20 CDC25C CDK4 CKS2 E2F2 E2F7 EIF4EBP2 KIF23 LHX6 MRPL11 MSI1 PKMYT1 RGS12 SEMA5A SFXN2 SUV39H1 UBE2C LE_NEURONAL_DIFFERENTIATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LE_NEURONAL_DIFFERENTIATION_UP ANK2 ASIC1 CA10 CHRNB1 CNR1 GABBR1 KCNAB1 KCNB1 KCND1 KCNK2 MAP1LC3A SCG5 SCN2A SNCAIP STX3 SYNGR3 SYT11 SYT5 LE_SKI_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LE_SKI_TARGETS_DN COL18A1 DLX4 EFEMP1 FHL1 ID4 SOCS2 TFPI2 LE_SKI_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LE_SKI_TARGETS_UP ADAMTS1 ADAMTS6 AGR2 AKR1C3 CD44 CDH11 ENPP2 HMGA2 HSPB8 ITGB4 KRT19 NRG1 NRP1 S100A4 SERPINE2 SNAI2 SPHK1 LIANG_HEMATOPOIESIS_STEM_CELL_NUMBER_LARGE_VS_TINY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIANG_HEMATOPOIESIS_STEM_CELL_NUMBER_LARGE_VS_TINY_DN ACSS1 ALDH1A1 APLP2 ARL4C BCAT2 C1QTNF12 CEP89 CMPK2 CREM CUL2 DESI1 DTD1 ELOC FKBP5 GFI1B GNA15 GNAT2 H3-3A HCFC1 IFI16 IL1RL1 LPIN1 LPIN2 LXN MAP3K7 MAPK8 NPTX1 PKP2 POLRMT PPOX PTPRCAP RABGGTB RCC1 S100A11 SCNM1 SLC19A1 SLC4A1 SOWAHA SPRYD7 TAF1D TCEA1 TLCD4 TUT7 LIANG_HEMATOPOIESIS_STEM_CELL_NUMBER_LARGE_VS_TINY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIANG_HEMATOPOIESIS_STEM_CELL_NUMBER_LARGE_VS_TINY_UP ARHGAP9 BEX4 CDKN3 DIO2 ELOVL2 F2RL3 FADS1 FCER1A FKBP11 FKBP1A GBA1 GCAT GNB4 GNG12 GTF3A HLA-DMB HSPA4 ICAM2 IL1R1 ITGB1BP1 JKAMP LRRN1 LTV1 LYZ MANF MSR1 NLRX1 PGAM1 PRTN3 PTTG1 RASGRP2 S100A6 SARAF SERPINE2 SMIM7 ST6GALNAC4 TLR6 TMEM141 TMEM183A TUBA1A LIANG_HEMATOPOIESIS_STEM_CELL_NUMBER_QTL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIANG_HEMATOPOIESIS_STEM_CELL_NUMBER_QTL APLP2 CEP89 FADS1 FCER1A GFI1B GTF3A LXN MAPK8 NPTX1 PTTG1 RASGRP2 S100A11 S100A6 SMIM7 TLCD4 TUBA1A LIANG_HEMATOPOIESIS_STEM_CELL_NUMBER_SMALL_VS_HUGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIANG_HEMATOPOIESIS_STEM_CELL_NUMBER_SMALL_VS_HUGE_DN ACSM3 APC ATP2A3 C4orf3 CD1D CEP89 COTL1 CYTH1 DNAJA1 DOK2 GADD45B HS1BP3 MAPK8 MCM3 NPTX1 NRSN1 PDCD7 POLG2 PTTG1 RAG2 RASGRP2 RRAGD S100A4 S100A6 SAP18 SERPINI1 SLC9B2 SOCS2 TRAM1 TUBA1A WDR45B WDR48 WDTC1 LIANG_HEMATOPOIESIS_STEM_CELL_NUMBER_SMALL_VS_HUGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIANG_HEMATOPOIESIS_STEM_CELL_NUMBER_SMALL_VS_HUGE_UP ACADM AGRN APLP2 C15orf39 CCR5 CHIA CLCN3 COMT COX6B2 DYNLT2 EIF3B EIF4E FADS1 FCER1A FHL2 GAS2 GCLM GFI1B GLB1L GTF3A IRF6 ITFG1 LXN LYRM2 MAT2B PAWR PLS3 PLSCR1 QDPR RXYLT1 S100A11 SCAMP1 SLC35D1 SMIM7 STX7 TFCP2L1 TLCD4 TPM4 UBE2D3 LIANG_SILENCED_BY_METHYLATION_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIANG_SILENCED_BY_METHYLATION_2 AREG BIK C1S C3 CCL20 CCL5 CSF2 CTAG1B CXCL2 CXCL5 CXCL6 DHRS2 GAGE1 H19 H2AC18 H2AC6 H2BC6 HBEGF ICAM1 IFI44 IFI44L IFI6 IFIT1 IFIT2 IFIT3 IL13RA2 IL6 INHBA IRF7 KRT17 LCN2 MAGEA12 MAGEA2 MAGEA3 MAGEA4 MMP1 MX1 MX2 NT5E OAS1 OAS2 PI3 PTGS2 S100A4 SAA1 SERPINB2 SLPI SOD2 SP100 SSX2 STAT1 STC1 STX3 THBD TNFAIP3 TNFSF10 UCHL1 XAF1 LIANG_SILENCED_BY_METHYLATION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIANG_SILENCED_BY_METHYLATION_DN CCNA2 CDKN3 CXCL12 EZH2 FOXM1 HMGB2 KIF11 MCM2 MKI67 PCLAF TMSB15A LIANG_SILENCED_BY_METHYLATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIANG_SILENCED_BY_METHYLATION_UP ALDH1A3 ANXA3 ANXA8 AQP1 ASAH1 C3 CCND2 CHI3L1 COX7A1 H19 H2AC6 H2BC21 H2BC6 IFI27 KRT17 KRT19 KRT7 KRT8 LAMC2 LGMN MAGEA4 MFAP5 MMP3 MYH3 OLR1 PAPPA PF4V1 SAA1 SCG5 SRGN STAT1 TIMP3 TNFSF4 LIAN_LIPA_TARGETS_3M https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIAN_LIPA_TARGETS_3M AAR2 ACOD1 ACP5 ADGRE4P APOBEC1 ATP6V0D2 C1QA C1QB C1QC C3AR1 CAMP CCR1 CD244 CD5L CD68 CFP CLEC4D CLEC4E CLEC6A CSTA CTSB CXCL3 DNMT3A FABP7 FCER1G FCGR2A FCGR2B FKBP5 GDF15 GPNMB HMOX1 IGSF6 IL1R2 KLRB1 LILRB3 LILRB4 LY9 MAFB MARCO MMP12 MMP19 MMP8 MPEG1 MS4A6A MS4A7 MSR1 MYO5A NEU1 PLA2G7 RGS1 S100A9 SAA3P SEMA7A SLC11A1 SLC15A3 SLC40A1 SLFN12L SNX6 SPIC STEAP4 TLR7 TNFAIP2 TREM2 UTRN XIST LIAN_LIPA_TARGETS_6M https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIAN_LIPA_TARGETS_6M AAR2 ACOD1 ACP5 ADAM8 ADGRE4P APOBEC1 ATP6V0D2 BEX2 C1QA C1QB C1QC C3AR1 CAMP CCR1 CD244 CD5L CD68 CD84 CFP CLCA3P CLEC4D CLEC4E CLEC6A CSTA CTSB CXCL3 DNMT3A DST FABP7 FCER1G FCGR2A FCGR2B FCGR3A FKBP5 GALC GDF15 GPNMB HMOX1 IGSF6 IL1R2 KIF1A KLRB1 LILRB3 LILRB4 LIPF LY9 MAFB MARCO MMP12 MMP13 MMP19 MMP8 MPEG1 MS4A6A MS4A7 MSR1 MYO5A MYRIP NEU1 PAPPA PLA2G7 RAB7B RGS1 RP1 S100A9 SAA3P SEMA7A SLC11A1 SLC15A3 SLC37A2 SLC40A1 SLC6A2 SLFN12L SNX6 SPIC STEAP4 TLR7 TNFAIP2 TREM2 UTRN XIST LIAN_NEUTROPHIL_GRANULE_CONSTITUENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIAN_NEUTROPHIL_GRANULE_CONSTITUENTS CAMP CPA3 CTSB CTSC CTSD CTSE CTSG CTSH CTSS CTSV CYBB ELANE FPR1 GUSB ITGB2 LCN2 LTF LYZ MAN2C1 MMP13 MMP9 MPO PRG3 SCARB2 SRGN LIAO_HAVE_SOX4_BINDING_SITES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIAO_HAVE_SOX4_BINDING_SITES AKR1B10 ALDH18A1 CCDC97 CHFR CKMT1B CREB3L1 CTSC DHRS13 DKK1 FHOD3 FOXQ1 GNG4 GPRC5B GYG1 HIC2 HSPBAP1 HUNK INTS8 LAMB1 MAP4 MYEF2 NAV3 NEIL3 NPNT NRP1 PAM PFKFB4 POU2AF1 PTPN14 RBM10 RCC2 SEMA3C SERPINE2 SLC22A15 SLC2A1 SMG5 TEAD2 UBAP2 UBAP2L VCAN VGLL4 LIAO_METASTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIAO_METASTASIS ACTN4 ADAM33 ADAMTS5 ADSL AEBP1 AGRN AGTRAP AKR1B10 ALDH18A1 ALDOA ALPK3 AMMECR1 ANKRD10 ANKRD46 ANKRD52 ANXA2 AP1S2 ARFGAP1 ARFGEF3 ARG2 ARHGAP4 ARHGEF1 ARHGEF2 ASAP1 ASNS ASPH ASRGL1 ATAD2 ATIC ATP13A2 ATXN2L B3GALNT1 B3GAT3 B3GNT5 BAMBI BARD1 BCAS4 BCAT1 BCL11A BCORL1 BICDL1 BIRC5 BMAL2 BOLA2 BOP1 BRD9 BUB1B C18orf54 C3orf14 C4orf48 CA12 CABYR CAPG CAPN10 CARD8 CBX2 CBX5 CBX6 CCDC144NL-AS1 CCDC93 CCDC97 CCL28 CCNE1 CCNQ CD109 CD24P4 CDC7 CDCA7 CDCA7L CDK13 CDKN1C CECR2 CENPM CEP164 CHD2 CHD7 CHFR CHML CHTF18 CIB2 CKAP4 CKMT1B CLN6 CLTB COL11A2 COL1A1 COL1A2 COLEC12 CPSF1 CREB3L1 CRIM1-DT CSNK1E CSTPP1 CTHRC1 CTNND2 CTSC DBN1 DDHD1 DDIT4 DDOST DDX25 DEAF1 DEF6 DENND1A DENR DGCR2 DGKH DGKZ DHRS13 DKK1 DLG5 DLGAP4 DMKN DNAAF9 DNAJA4 DNAJC10 DNAJC6 DNM1L DPP3 DTNA DTNBP1 DTYMK DUSP22 DUSP9 E2F1 ECT2 EEF1A2 EFCAB2 EHD2 EMC1 ENAH ENO2 ESS2 EZH2 FABP5 FAM110A FAM171B FAM199X FAM50A FARP1 FBLIM1 FBLN1 FBXO41 FERMT1 FHOD3 FIGN FLCN FLNA FNDC3B FOXM1 FOXO6 FOXQ1 FUS FXYD3 G6PD GABBR1 GAGE1 GAS2L3 GAS5 GBP2 GCNT3 GDI1 GFUS GLDN GLS GNAS GNG4 GNPDA1 GORAB GPR107 GPRC5B GPX8 GRAMD1A GRK6 GTPBP1 GTSE1 GXYLT2 GYG1 HDAC1 HES4 HIC2 HIF1AN HJURP HKDC1 HLA-DQA1 HMGA1 HMGB3 HOXA5 HOXD8 HPS1 HPS3 HRAS HSPBAP1 HUNK HYOU1 IFRD1 IGF2BP2 IGF2BP3 IGSF3 IKZF4 INTS8 IPPK IRAK1 ITGA2 ITGAV ITPR3 JMY JRK KCNH2 KCNQ1 KCTD2 KIAA0513 KIAA1522 KIF18B KIF2A KIFC2 KLHL29 KRT23 LAMA5 LAMB1 LASP1 LIMK2 LLGL1 LRP11 LRPPRC LUZP1 MACROD2 MAGEA1 MAGED4B MALAT1 MAP1B MAP2 MAP3K4 MAP4 MAP4K4 MAP7D2 MAPK13 MAPK3 MARS1 MBNL1 MCAM MCOLN3 MEAF6 MECOM MEP1A MFSD10 MFSD4B MICALL1 MILIP MIR210 MKNK1 MMD MMP11 MMP12 MORC2 MPHOSPH9 MROH1 MRS2 MRTO4 MSANTD3 MSI2 MTCL1 MTHFD1L MTHFD2 MTMR2 MXD1 MYBL2 MYEF2 MYLIP N4BP2L2 NACA NAV3 NDOR1 NEAT1 NEIL3 NEMP1 NETO2 NFIA NFKBIB NIBAN2 NOL3 NPAS2 NPNT NQO1 NRCAM NRP1 NSD2 NSMAF NUB1 NUDT14 NUF2 NUMBL NUP43 NUPR1 OLA1 ORAI2 OTUD3 PACSIN2 PAFAH1B3 PAM PAQR5 PCLAF PCNX3 PCSK5 PDCD2 PDE4C PDGFA PDIA4 PDK1 PDZK1IP1 PES1 PFKFB4 PGF PHF19 PHF21A PHPT1 PIDD1 PIGT PKIB PKM PKP4 PLAG1 PLAGL1 PLBD2 PLCB1 PLD1 PLEKHG2 PLP2 PLXNA1 PLXNC1 PNKP POMK POPDC3 POU2AF1 PPIL2 PPM1F PPP1R9A PRPF31 PRR11 PRRC2A PRRC2B PRXL2B PSMC3IP PTGES PTGFRN PTGR1 PTK2 PTMA PTP4A3 PTPA PTPN14 PTPRM PURB PUSL1 PWWP2B PYCR3 RABL6 RACK1 RAD54B RAD54L RAPGEF1 RASA4 RAVER1 RBIS RBM10 RCAN3 RCC2 REXO4 RHOBTB1 RHOQ RNF115 RNF145 ROBO1 RRAGD RRAS RRP12 RRP7A RUVBL2 SAC3D1 SAP25 SBNO1 SCAMP5 SCFD1 SCN8A SCRIB SELENOM SEMA3C SEMA3F SENCR SEPTIN9 SERINC2 SERPINB1 SERPINE2 SERPINH1 SESTD1 SF3A2 SGSH SH2B1 SHC1 SHKBP1 SLC16A7 SLC22A15 SLC25A19 SLC25A24 SLC25A29 SLC25A36 SLC29A4 SLC2A1 SLC2A6 SLC36A1 SLC39A10 SLC39A4 SLC44A3 SLC45A4 SLC52A2 SLC6A8 SLC7A11 SLF2 SLFN13 SMARCE1 SMG5 SMOX SMPD2 SNAP25 SNAPC4 SNHG14 SNRNP48 SNRPA SOAT1 SOCS7 SOHLH2 SORT1 SOX4 SOX9 SPAG4 SPINK1 SPINT1 SPINT1-AS1 SPON2 SPRING1 SPTBN1 SSBP2 SSBP4 ST14 STK39 STOX2 STRBP SULT1C2 SURF2 SUSD4 SYNCRIP SZRD1 TACC3 TAF3 TAX1BP3 TBC1D13 TCF3 TCIRG1 TDG TEAD2 TECPR1 TFAP2C TFPT TGFB2 THEM4 TKT TMCC1 TMCO4 TMED9 TMEM165 TMEM200B TMEM201 TMEM237 TMEM65 TMSB10 TNIP2 TNPO1 TOB2 TOR1AIP2 TOX3 TPD52L2 TPM2 TRABD TRAF5 TRAPPC4 TRIP10 TRIP13 TRPC1 TRPS1 TSHZ2 TSSC4 TTLL4 TTLL7 TUBB2A TUFT1 TWIST1 UBAP2 UBAP2L UBE2O UBE2Q2 UCHL1 UCP2 UPF3B URB2 USP42 USP48 VANGL1 VCAN VGLL4 VPS13C VSIG10 VSIG10L WDFY2 WDR5 WDR54 WFIKKN1 YARS1 ZC3H3 ZC3HAV1 ZCCHC17 ZDHHC24 ZFP41 ZIC2 ZMYM3 ZMYND19 ZNF234 ZNF239 ZNF292 ZNF302 ZNF432 ZNF532 ZNF618 ZNF704 ZNF736 ZNF765 ZNF777 ZNF783 ZNF789 ZNF827 ZP3 LIEN_BREAST_CARCINOMA_METAPLASTIC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIEN_BREAST_CARCINOMA_METAPLASTIC ACAN ADAMTS5 COL16A1 COL18A1 EDIL3 HOXA7 HTRA3 IGF2 IQCA1 KCNE4 LUM MCAM MMP16 MSX1 MXRA8 P4HB PDGFA PDGFRA PKD2 POSTN PPP1R12A PRRX1 RARRES2 RUNX1T1 SFRP2 SPARC STAG2 TBX2 THBS1 THBS2 TIMP3 TMEM217 TPM4 LIEN_BREAST_CARCINOMA_METAPLASTIC_VS_DUCTAL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIEN_BREAST_CARCINOMA_METAPLASTIC_VS_DUCTAL_DN ABAT ABCC11 ACOT4 ACOX2 ADIRF AGR2 AGR3 AP1M2 AR ARSD ATOSA AZGP1 BIK BPIFB1 C11orf52 CA12 CCDC125 CDH1 CEACAM6 CLDN7 COX6C CRB3 CREB3L4 CST6 CYP4Z1 DACH1 DHCR24 DNAJC12 DNALI1 DYNLRB2 EFHD1 ELAPOR1 ELF4 ELL3 EPCAM EPN3 EPPK1 ERBB2 ESR1 FBXL16 FOXA1 FRZB FSIP1 FXYD3 GATA3 GRHL2 GSTM3 HCAR1 HID1 IFI44L IL20RA INPP5J ITGAD JCHAIN KDF1 KLHDC9 KRT18 KRT18P55 KRT18P64 KRT19 LAMP5 LRRC17 MAL2 MANEAL MB MMEL1 MUCL1 MYB MYO5C NAT1 NHERF1 NME5 NPDC1 OVOL2 P2RY2 PHOSPHO2 PIP PLAAT2 PLAAT3 PLEKHA6 PRR15L PRR5-ARHGAP8 PTGER3 REEP5 REEP6 RET RSPH1 RTN4RL1 SCGB1D1 SCGB1D2 SCGB2A1 SCGB2A2 SERTAD4 SLC25A4 SPDEF SPINT2 STK16 TBC1D9 TESMIN TFF3 THRSP TMEM125 TMEM25 TOM1L1 TPD52 TRPS1 TSTD1 TTC39A VAV3 XBP1 ZDHHC11 ZFP62 ZG16B ZNF552 ZSCAN16 LIEN_BREAST_CARCINOMA_METAPLASTIC_VS_DUCTAL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIEN_BREAST_CARCINOMA_METAPLASTIC_VS_DUCTAL_UP ADM ADORA2B ANGPTL4 ANKH BCAT1 BCL2A1 BMAL2 BMP2 CALU CDH19 CEBPB COL27A1 COL9A1 COL9A3 COLGALT1 CSPG4 CTSZ CXCL8 CYP26B1 DAZL EFNB1 ENPP2 EVA1A EYA1 FABP5 FERMT1 FJX1 FLNA FOXC1 FOXD1 FOXL2 G0S2 GABRA5 GAL GNAI1 GOLT1B GPM6B HAPLN1 HAS2 HMOX1 HORMAD1 HRCT1 HRH1 HYCC1 ICAM1 IGF2BP2 IGF2BP3 IL1R2 IL6 KIF14 LARP6 LINC00839 LRRC8C MSN MYC NIBAN2 NMT2 NT5DC2 OCA2 P3H2 PCOLCE2 PDIA2 PLA2G4A PLAGL1 PLOD1 PLOD2 PRNP PTX3 RTEL1 RTL8C S100A3 S100B SOD2 SRD5A1 SRSF12 SULT1B1 TEX12 TMEM158 TNFRSF11B TNFRSF12A UPP1 VIM YBX3 LIM_MAMMARY_LUMINAL_MATURE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIM_MAMMARY_LUMINAL_MATURE_DN ABTB3 AEBP1 APOE AQP9 AXIN2 B4GALT6 BACE2 BCL11A C1QBP C2orf88 CALD1 CAMK2D CASP1 COL16A1 COL4A1 COL4A2 COL6A1 COL6A2 CRYAB CYGB CYRIA DAB2 DPYSL2 EGFR EPB41L2 ETS1 FABP5 FAM13A FAM171A1 FAM181B FAS FBXO32 FOXN3 FOXO1 FRMD4A FSTL1 FZD1 GAS6 GPX7 GYPC HEY2 HTRA1 IGFBP3 IRS2 IRX1 ITPKB JAG2 KCTD12 LAMA1 LMO4 LPL LRIG3 LTBP4 MAP4K4 MEIS2 MERTK MOB3B MOXD1 NES NFIB NREP NRTN NTRK2 P3H2 PALM2AKAP2 PCF11 PDZRN3 PRICKLE1 RAP2B RASA3 RASL12 RECK SERPINH1 SFRP1 SLC1A3 SLC6A15 SNAI2 SORBS1 SOX10 SPARCL1 STAC2 TFAP2C TGFBR3 TIAM2 TINAGL1 TLE4 TMEM47 TPST1 TSHZ2 TSPAN2 TUBB6 VIM WTIP ZNF521 LIM_MAMMARY_LUMINAL_MATURE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIM_MAMMARY_LUMINAL_MATURE_UP ABCA7 ABCC8 ACOT11 ALCAM ALDH3B1 ALDH3B2 ANKMY2 AQP11 ARFGEF3 ATP6V0E2 BATF BBOF1 BTRC C1orf210 CACNB3 CACNG4 CASZ1 CCDC92 CITED1 DNAAF3 DNAJC12 DRC3 DUSP10 EDEM1 EEF1A2 EPS8L1 ERN1 ESR1 FAAH FBXO36 FER1L4 FGF13 FGL1 FLVCR2 FOXA1 FYCO1 G6PD GADD45G GALE GMPR GPRC5C H4C12 H4C8 HDAC11 HES6 HID1 HMGCS2 HOXB2 HSD11B2 IL13RA1 KBTBD4 KLHL5 LAMA5 LMNTD2 LNX2 MBOAT1 MEIS1 MEIS3 MINDY1 MLPH MYB NECTIN4 NSD3 PAK4 PGAP6 PGR PHKA1 PLEKHG3 PON3 PRLR PROM2 PSD4 PTPN6 PVALB PXYLP1 RABL3 RASEF REEP6 SCMH1 SGMS1 SLC16A5 SLC22A18 SLC40A1 SLC44A4 SLC7A2 SLC7A4 SORT1 SPDEF SPINK1 SPRR1A SULT2B1 TANGO2 TBX3 TGM2 TMCO3 TMPRSS6 TNFSF11 TOX3 TP53INP2 TRIM6 TSPAN1 TSPAN13 TUBG1 VOPP1 VPS33B WNK4 WNT4 WNT5A WNT7B YIPF6 ZDHHC1 ZFHX2 ZSCAN18 LIM_MAMMARY_LUMINAL_PROGENITOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIM_MAMMARY_LUMINAL_PROGENITOR_DN ASPH CERS6 CUX1 DST EPDR1 HSPB8 ITGA5 KCNIP3 KIF3C PLCH2 SCARF2 SEMA3F TBC1D9 TRIM29 LIM_MAMMARY_LUMINAL_PROGENITOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIM_MAMMARY_LUMINAL_PROGENITOR_UP ACSL1 ALDH1A3 ANPEP ASIC1 ATP6V1B1 ATP6V1C2 BBOX1 C10orf90 C1QTNF1 C3 CCDC88B CD14 CKMT1B CLDN1 CSN2 CSN3 CTSC CXCR4 CYP24A1 DAPP1 ELF5 FOLR1 FOXI1 GALNT15 GGT5 GJB2 GNE HAPLN3 HIVEP3 HSD17B12 IL15 IL4I1 ITPR2 KIT LALBA LBP LPCAT1 MELTF NCALD NOXO1 PDZK1IP1 PIGR PLB1 QPCT RASAL1 RASGEF1C RFTN2 RPS6KL1 S100A8 SECTM1 SLC13A2 SLC28A3 SLC34A2 SORBS2 TNFAIP2 TSPAN33 WFDC3 XDH LIM_MAMMARY_STEM_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIM_MAMMARY_STEM_CELL_DN ABCA3 ABHD11 ABHD17C ACAD10 ACOT13 ACOT4 ACOT8 ACY1 ADAT1 ADD3 AKAP10 AKIP1 ALAD ALDH1A3 ALDH3B2 ALDH5A1 ALG8 ALKBH6 ANKRA2 ANO9 ANXA7 AP1G2 AP1M2 AP3S2 ARFGEF3 ARHGEF16 ARMT1 ARPC1A ARRDC1 ARRDC4 ASB8 ATG2A ATP1B1 ATP6V0E2 ATP6V1E1 BAIAP2L1 BARX2 BATF BCL2L13 BCL3 BDH1 BIK BOLA1 BTC C11orf52 C11orf71 C1GALT1C1 C1orf210 C1orf50 C1orf56 C5orf22 CA2 CACFD1 CAMSAP3 CAPG CASZ1 CBLC CCDC125 CCNG1 CCT6B CD14 CD24 CDH1 CDK19 CEACAM1 CGN CGNL1 CHCHD5 CHPT1 CIB1 CLCN3 CLDN1 CLDN3 CLDN4 CLDN7 CLDN8 CMAS CMC1 COASY COBL CORO2A CPT2 CRACR2B CRB3 CREB3L4 CTPS2 CXCL17 DAPP1 DBNDD2 DCLRE1C DECR2 DENND11 DENND2D DERA DHCR24 DHCR7 DHRS4 DHX32 DHX58 DLG3 DMBT1 DNAJC12 DTX3L EDEM2 EHHADH ELAPOR1 ELF3 ELL3 ELMO3 ENPP4 EPB41 EPCAM ERBB2 ERBB3 ERLIN2 ESR1 EVPL FAAH FADD FAM110A FAM221A FBXO6 FGF13 FNTB FOXA1 FRK FUNDC1 GABRP GALE GATA3 GATB GCA GCC2 GET1 GIPC1 GJB2 GLE1 GLUL GOLM1 GOLPH3L GRB7 GRHL1 GRTP1 GSTK1 GSTO2 H2AJ H2BC11 HAGH HCAR2 HDAC10 HDAC11 HDHD3 HERC4 HID1 HLCS HMGXB4 HOMER2 HPN HTATIP2 IBTK ICA1 IDE IDO1 IFI35 IFNGR2 IFT43 ILDR1 IQGAP2 ISG20 IVD KIAA0319L KIAA1522 KIF1B KLF6 KLHL5 KLK11 KRT18 KRT19 KRT8 KYNU LARS1 LGALS3BP LIPH LRBA LRRC26 LSR LTF LYPD3 LYPLAL1 MANSC1 MAP3K1 MAPK13 MAPK9 MARVELD3 MB MBOAT1 MBOAT2 MBTPS2 MCCC2 MIF4GD MLPH MPI MRPL9 MRPS21 MTA3 MTIF2 MTUS1 MUC1 MVP MYH14 MYO5B MYO5C NAT1 NCOA2 NDUFA7 NDUFV3 NECTIN4 NEU1 NGEF NHERF1 NHLRC3 NIPSNAP2 NIPSNAP3A NUDT1 NUDT2 NUP210 NUP37 OPLAH ORAI1 OS9 OSBPL10 OXLD1 P2RX4 PACSIN3 PAFAH1B3 PAK1 PAOX PCBD2 PDZK1IP1 PEX11G PGAP2 PGAP3 PGD PI4K2B PIGO PKN1 PLEKHG3 PLPP2 PLPP6 PNPO PODXL POLB POMT1 PPA2 PPFIBP2 PPL PPM1H PPP1R1B PRAG1 PRKCZ PRLR PRR13 PSMB8 PSMD10 PSME1 PTBP3 PTPN6 PTPRF PXMP2 PXYLP1 PYROXD2 RAB11FIP1 RAB11FIP4 RAB25 RAB3IP RAB5B RABGAP1 RAD51D RALGPS1 RASSF7 RBM47 REEP6 RER1 RFX1 RHBDD2 RHPN2 RMDN3 RNASEH2A RNASEH2B RNF130 RNF135 RORC RPL22 RREB1 RRM2B RWDD3 SCYL3 SDCBP2 SDSL SEPSECS SERINC3 SFXN1 SGSM3 SH3BP2 SHMT1 SHTN1 SIDT1 SIGIRR SIL1 SIRT5 SLC10A7 SLC16A5 SLC22A18 SLC25A35 SLC28A3 SLC35A1 SLC35A3 SLC35D2 SLC37A1 SLC39A11 SLC39A9 SLC44A4 SLC46A3 SLC49A3 SLC5A1 SLC5A6 SMIM1 SNAP29 SNORC SNRNP35 SNX10 SNX14 SNX15 SNX8 SORBS2 SORL1 SPATA13 SPDEF SPINT1 SQOR SSH3 ST14 STAP2 STARD10 STAT5A STAT6 STX8 STXBP2 SULF2 SULT2B1 SUSD4 SYNGR1 SYTL4 TANGO2 TBC1D8 TCIRG1 TDRKH TFAP2A TFCP2L1 TGM2 THNSL2 THUMPD3 TIA1 TIRAP TJP3 TK2 TLCD4 TLR3 TLR5 TM7SF2 TMC4 TMED3 TMEM125 TMEM128 TMEM135 TMEM139 TMEM158 TMEM181 TMEM41A TMEM54 TMEM62 TMEM9B TMPRSS13 TMPRSS2 TNF TNFAIP2 TOM1L1 TPCN1 TPD52 TPP1 TRAM1 TRAPPC6A TRIM68 TSG101 TSPAN17 TSPAN33 TST TUFT1 UNC93B1 UROS VILL VIPR1 VRK3 VTCN1 WDR31 WFDC2 WNK4 ZDHHC12 ZDHHC24 ZFAND2B ZFP3 ZNF334 ZNF524 ZNF750 ZSCAN20 ZSWIM4 LIM_MAMMARY_STEM_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIM_MAMMARY_STEM_CELL_UP ABI3BP ABTB3 ACER2 ACTA2 ACTG2 ACVR2A ADAMTS1 ADAMTS2 ADARB1 ADGRA2 ADGRL1 AEBP1 AGPAT4 AHI1 AKT3 ALDH1L2 AMOTL1 ANGPTL2 ANKRD1 ANTXR1 AOPEP APOE AQP9 ARC ARHGAP20 ARHGAP24 ARHGAP25 ARHGEF25 ARHGEF28 ARMH4 ARSI ASPHD2 ATP2A2 AXL BACH1 BAG3 BCAR1 BCL2L11 BCOR BMAL1 BMP1 BMP7 BNC1 BVES C19orf12 C1QTNF12 C1QTNF4 CACNB4 CADM1 CALD1 CALML3 CALU CARD10 CAV1 CAVIN2 CBLB CCDC3 CCDC85B CCN2 CCND2 CD36 CD70 CDC42EP2 CDH13 CDH3 CDH4 CDKN1A CHST3 CHST7 CLIP3 CLMP CLXN CNN1 CNP CNRIP1 COL12A1 COL14A1 COL16A1 COL17A1 COL18A1 COL23A1 COL4A1 COL4A2 COL5A1 COL5A2 COL7A1 COL9A2 CPNE8 CPXM1 CRISPLD1 CRLF1 CRYAB CSDC2 CSPG4 CSRP2 CTNNAL1 CXCL14 CYGB DCBLD2 DCHS1 DCUN1D3 DIPK2A DKK3 DLK2 DLL1 DMWD DOCK10 DPYSL3 DST DUSP6 DUSP7 DZIP1L EBF3 ECRG4 EDARADD EDNRB EEPD1 EFNB1 EGFR EGR2 EGR3 EID3 ELK3 ELOVL4 ELP5 ENC1 ENPP2 EOGT EPAS1 EPDR1 EPHB1 ERF ETS1 EVA1A EVC EXT1 FABP5 FAM184A FAM216A FAS FBLN7 FBXO30 FERMT2 FEZ1 FGFRL1 FGL2 FHL1 FHOD3 FJX1 FLNC FLRT2 FMOD FOXP1 FST FXYD1 FZD8 GEM GJA1 GJC1 GNAI1 GNB4 GNG11 GOLIM4 GPC3 GPR176 GPR3 GPR87 GPSM1 GSN GYPC HACD1 HAS2 HDAC4 HEG1 HGFAC HRAS HS3ST3A1 HSPB2 HSPG2 HTRA1 ICAM1 ID4 IGFBP2 IGFBP3 IGFBP4 IGFBP6 IL17B IL17RD IL1B IL24 IL6 IL6ST INKA1 IRAG1 IRX4 ISM1 ITGA1 ITGA6 ITGA9 ITGB1 ITGB4 ITM2A JAG1 JAM2 JAM3 KANK4 KCNIP3 KCNMA1 KCNMB1 KLHL21 KLHL29 KLHL42 KRT14 KRT16 KRT5 KRT75 L3HYPDH LAG3 LAMA1 LAMA3 LAMB1 LAMB3 LAMC1 LARGE2 LBH LCA5 LCAT LEP LGALS1 LGALS7 LGR6 LHFPL6 LIFR LIMA1 LIMS2 LMOD1 LRCH2 LRP1 LRP4 LRRC8C LRRN1 LTBP4 LUZP1 MALT1 MAMDC2 MAOB MAP3K7CL MATN2 MBNL1 MCAM MEDAG MEF2C MEG3 MEST MFNG MGARP MIA MICAL2 MME MMP2 MPDZ MRGPRF MSRB3 MSX1 MTSS1 MXRA7 MYC MYH11 MYL9 MYLK MYOCD NBL1 NDN NECTIN3 NETO2 NGF NGFR NLGN2 NNMT NPTX2 NRCAM NRG1 NRP1 NRP2 NSG1 NT5E NTF3 NTRK2 NUDT11 NXN OSBPL6 OSR1 OXTR P3H1 P3H2 PALM2AKAP2 PAMR1 PARD6G PCBP4 PCDH18 PCDH19 PCDH7 PCDHGC3 PCOLCE PDGFA PDLIM4 PDLIM7 PDPN PEG3 PGF PHLDA3 PHLDB1 PKD1 PKNOX2 PKP1 PLA2G7 PLCH2 PLEKHA4 PLPP1 PLPP3 PLS3 PLXNA2 PODN POGLUT2 POPDC2 POSTN POU3F1 PPP1R14A PPP1R16B PPP1R18 PPP1R3C PPP2R2B PRDM1 PRICKLE1 PRICKLE2 PRNP PROS1 PRRX1 PRX PSD2 PTGS2 PTPRE PTPRT PXDC1 PXN QKI QRICH2 RAB34 RAPGEF1 RARB RARRES2 RASIP1 RASL12 RBPMS RCN3 RCSD1 RECK RELN RFLNB RFX2 RHOJ RND3 RNF165 RUSC2 SBSPON SCARF2 SCHIP1 SCML2 SCN4B SDK2 SEC24D SEMA3C SEMA5A SERPINF1 SERPING1 SERPINH1 SGCB SGIP1 SH2D5 SH3TC1 SHE SIAH2 SIMC1 SKI SLC12A4 SLC1A3 SLC1A5 SLC25A4 SLC27A3 SLC27A6 SLC2A3 SLC38A5 SLC4A3 SLC6A8 SLCO3A1 SLIT2 SLIT3 SMIM13 SMTN SNAI2 SNCA SNTB2 SOBP SOGA1 SORBS1 SORCS1 SOX11 SPHK1 SPRED1 SRGN SRPX SSBP2 SSH1 STAC STAC2 STARD8 STXBP4 SULF1 SVEP1 SYDE1 SYNM TACC1 TAGLN TAMALIN TBX2 TCF4 TCF7L1 TCOF1 TENM3 TES TGFB1I1 TGFBR3 THBS1 THSD1 THY1 TIE1 TIMP3 TINAGL1 TM7SF3 TMEM121 TMEM178A TMEM201 TMEM204 TMEM255B TMEM47 TMEM64 TNS1 TNS4 TOX TP63 TPM2 TPST1 TRIM29 TRIM9 TRO TRPC1 TSHZ2 TSHZ3 TSKU TSPY26P TSPYL2 TTYH2 TUBB6 TWIST2 UCN2 UNC45A UPP1 VCAN VGLL3 VIM VIT VSIR VSNL1 WIF1 WIPF1 WTIP YAF2 ZC3H12B ZNF219 ZNF423 LINDGREN_BLADDER_CANCER_CLUSTER_1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LINDGREN_BLADDER_CANCER_CLUSTER_1_DN ABCF2 ABI3BP ACOT7 ACOX3 ACSF2 ACSL1 ACTN1 ADAM15 ADAM19 AKAP12 AKR7A2 ALAS1 ALDH8A1 AMOTL2 AMPD2 ANXA6 AP1B1 APEX2 APIP APLNR APOBEC3B ARHGAP15 ARHGAP30 ARRB2 ASAP1 ATAD2 ATG9B AURKA B4GALNT3 BCAT2 BID BIRC3 BIRC5 BLTP3B BLVRB BPGM BRCA1 BUB1 C1orf216 C2CD2L CA2 CACUL1 CAMK1 CAMK2G CAPG CASP6 CCL13 CCL16 CCN1 CCNB1 CCNB2 CCNE1 CCSAP CD80 CDC25A CDC25B CDC45 CDC6 CDC7 CDCA2 CDCA4 CDCA7 CDCA8 CDCP2 CDK1 CDK9 CDKN2C CDT1 CEBPA CELSR3 CENPA CENPE CENPF CENPN CENPU CERS2 CES2 CGN CHAF1B CHDH CISH CIT CKS1B CLDN4 CLIC4 CLN3 COL15A1 COL18A1 COL4A2 COL5A2 COX17 CREB3L2 CTNNBL1 CTPS1 CTSA CXCL1 DAAM2 DAB2 DAG1 DBI DCLK2 DEDD DEPDC1 DLGAP4 DLGAP5 DNM1 DQX1 DYRK2 E2F1 EBF1 EBP EFNA1 EMP2 ENAH ENO2 EPHX1 ERBB2 ERBB3 EXO1 EZH2 FABP3 FAM50A FAM83D FBLN2 FERMT3 FILIP1L FLVCR2 FYN GCN1 GEM GFOD1 GINS2 GNB3 GNL3L GPA33 GPX3 GRK5 GSTM2 GSTM4 GTSE1 H1-0 H2AZ1 HCLS1 HDGF HEYL HILPDA HIP1 HMGB2 HMGCS1 HMOX1 HSD3B7 HSPD1 HTRA3 ICAM3 IDH2 IDO1 IER2 IL17RB IL2RA IL2RG IL32 ILF3 INSIG1 ITGB7 ITSN2 JPT1 KDELR2 KIF11 KIF14 KIF21B KIF23 KIF2C KIF4A KIFC1 KLF9 KLHL6 KPNA2 KRT23 LAMA4 LCOR LGALS1 LGALS2 LOXL2 MACROH2A1 MAGEA11 MAL MAN1C1 MAP1A MAP3K14 MCAM MCM5 MCM6 MCM8 MELK MGAT1 MGP MINK1 MNS1 MNX1 MOB2 MOBP MOCS1 MPHOSPH9 MT1G MTHFD2 MYBL2 MYL9 MYLK MYO5BP2 NAV2 NCAPG2 NCKIPSD NDRG2 NECTIN2 NEDD9 NEK2 NES NEU1 NEURL1B NFE2 NFKB2 NHERF1 NID2 NR4A1 NRP2 NSD2 NTRK2 NUDT1 NUP62 NUPR1 OR4F16 ORC1 P4HB PAFAH1B3 PALM2AKAP2 PAPPA PATL1 PCSK6 PDE1A PDGFRB PDGFRL PDIA5 PDXDC1 PDXP PEA15 PELI1 PEPD PHF19 PHF2 PIK3AP1 PIK3C2B PITX2 PLAC8 PLCXD1 PLK1 PLK4 PMM1 PMM2 PMP22 PMS2P4 POC1A POLE POP7 PPP1R12B PPP1R14C PRC1 PREX1 PRG2 PRRC1 PRRX1 PRSS8 PRUNE1 PSMA1 PSMB4 PSMD11 PSRC1 PTTG1 PVALB PYCR1 RAB17 RACGAP1 RAD51 RAD54L RAI14 RASSF2 RASSF5 RBL1 RBM28 RCBTB1 RCC1L RELL1 RFC3 RFC4 RGL1 RGS10 RGS16 RHBG RNASEH2A RPS27L RRM2 RRP1 RUBCN S100A4 SAE1 SBNO2 SEC13 SEC24A SELL SFMBT1 SGO2 SH2D2A SH3BP5 SH3KBP1 SLC12A2 SLC17A5 SLC1A3 SLC26A6 SLC36A4 SLC43A3 SLC44A2 SLC46A1 SLFN11 SMARCA4 SMURF1 SNX5 SPATA13 SPCS1 SQLE SRGAP2 SSR1 ST3GAL2 ST8SIA3 STAG2 STAT5B STMN1 SUN2 SUSD6 SYNGR2 TACC3 TAGLN2 TCF19 TCF25 TEAD2 TEX30 TFRC THBD TIMP2 TJP3 TK1 TMEM108 TMEM125 TMEM97 TMPO TNC TNFAIP1 TNFRSF11A TNK2 TOMM34 TOP2A TRAIP TRIM11 TRIP13 TTC39A TUBA1A UBE2C UCK2 VASN VDAC1 VPS37C WDHD1 WFDC21P XBP1 YPEL3 ZDHHC18 ZNF148 ZNF286A ZNF703 ZWINT LINDGREN_BLADDER_CANCER_CLUSTER_1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LINDGREN_BLADDER_CANCER_CLUSTER_1_UP ABITRAM ANKRD16 ANP32B APTX ASTN2 ATAD1 ATP6V1G1 BBS1 BBX BDH2 BEX2 BRD3 CARNMT1 CASP1 CASP8AP2 CAST CBR4 CDIP1 CIBAR1 CORO2A CPA4 DAB2IP DGLUCY EIF3L ERP44 ESD FABP5 FAHD2A FBP1 FBXW2 FDXACB1 FOXM1 FOXO1 FUBP3 GALNT1 GNAI1 GNG10 GNPDA2 GSDME GSTA4 GSTO1 GUK1 HEMGN HOXA3 IFI16 IGF1R INIP INTS10 JTB KRT13 LDLRAD4 LERFS MAP3K7 MAT2B MED7 MEIS3P1 MITF MLLT3 MOB3C MRPL50 NLGN4X NMRK1 NT5DC1 PBX3 PGAP4 PHF3 PIK3R1 PLD1 PNRC1 PPP6C PRKCQ PRXL2A PSMD5 PTGR3 PTPDC1 PTPRN2 PYGL RAB14 RARA RBM12 RBM18 RIC1 RPL10A RPL15 RPL27A RPL35 RPL6 RPL7A RXRA SALL2 SERPINB5 SKAP2 SNAPC1 SNAPC3 SNHG29 STON2 STX17 STX3 TBC1D4 TCEAL1 TGFBR1 TM2D2 TMEM19 TMEM245 TMEM268 TMOD1 TMX4 TOR1A TPD52L1 TSPYL1 TUBG2 VPS13A WDR41 XPA ZCWPW1 ZDHHC13 ZMAT1 ZNF462 ZNF513 ZNF516 LINDGREN_BLADDER_CANCER_CLUSTER_2A_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LINDGREN_BLADDER_CANCER_CLUSTER_2A_DN ACSL4 AFAP1L1 AK1 ALCAM ALDH2 ALG2 ANXA5 AOC3 AP1S2 ARL4C ARMC8 BACE1 BEX2 BMP2K C3AR1 C9orf78 CCDC50 CCN3 CD302 CDK5RAP2 CELF2 CFL2 CLIC4 CNN3 CTNNAL1 CYBB CYBRD1 DAB2 DCBLD2 DDX3Y DNAJB9 DNAJC10 DPYSL2 DUSP22 ERP44 EVI2A FAM120AOS FAM171B FAM200B FBXW2 FUBP3 GABARAPL1 GLIPR1 GNAQ GNG10 GRAMD1A GSN GSTA4 H2BC5 HABP4 IARS1 IFITM1 IQGAP2 ISCA1 ISCU ITM2A JADE1 KIF2A LIG4 LINC00472 LMO2 LYZ MAFB MAP3K20 MBNL1 MS4A4A MSANTD3 MT1B MT1E MT1H MT1L MT1X MT2A MYO5A NEK6 NFIL3 NGRN NUDCD3 OSER1 PALLD PBX3 PER3 PLAGL1 PMP22 PNMA1 POLE3 PPP6C PRKCQ PRPF4 PSIP1 PSMB7 PSMD5 PTGES PTPDC1 RAB14 RAB21 RAD23B RASSF8 RCAN1 RCAN2 RHOB RIC1 RIMKLB RNASE4 RNF38 RNF41 SCD5 SCML1 SDCBP SELENOP SERF2 SET SETX SGCB SGK1 SLC31A2 SLC66A3 SLFN11 SOCS3 SON ST6GAL1 STXBP1 TBC1D8 TES TGFB1 TGFBR1 TGOLN2 TMEM268 TMOD1 TMX4 TOX2 TRPS1 TSC22D3 UBE2E2 UBQLN1 UGCG VCPKMT WHRN ZFAND5 ZMAT1 ZNF738 LINDGREN_BLADDER_CANCER_CLUSTER_2A_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LINDGREN_BLADDER_CANCER_CLUSTER_2A_UP ABL1 ADRB1 DDO DGKQ LAD1 RAB25 S100A4 SNCG LINDGREN_BLADDER_CANCER_CLUSTER_2B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LINDGREN_BLADDER_CANCER_CLUSTER_2B A2M ABI3BP ACTA2 ACTG2 ADAM19 ADAMTS9 ADGRE5 ADGRF5 ADORA2A AEBP1 AFF1 AIF1 AKAP12 AKAP14 ALDH2 ALOX5AP AMOTL2 ANGPTL2 ANPEP ANXA6 AOC3 AP1S2 APLNR AQP1 ARHGAP15 ARHGAP30 ARL4C ARPC2 ATP1A2 AURKB B3GNT2 BCL2A1 BIRC3 BMP2K BMP5 BRPF1 C1R C1S C1orf54 C3AR1 C4A CALM1 CAV1 CAVIN1 CCDC80 CCL13 CCL15 CCL2 CCN1 CCN2 CCN3 CD302 CD52 CDC25B CDC42EP3 CELF2 CERK CFL2 CH25H CHSY1 CLEC10A CLIC2 CLIC4 CMTR2 CNN3 CNRIP1 COG8 COL15A1 COL16A1 COL18A1 COL1A2 COL5A2 COL6A1 COL6A2 COL6A3 COLEC12 COPZ2 COTL1 CPXM1 CRIP1 CRISPLD2 CRTAM CSRP1 CST7 CTSG CXCL12 CXCR4 CYBB CYBRD1 CYTH4 DAAM2 DAB2 DDR2 DDX3Y DHODH DHRS12 DKK3 DNAJB5 DNAJB9 DNAJC3 DOCK2 DPYSL2 DUSP5 EBF1 EBI3 ECM2 EDIL3 EDNRA EFEMP1 EFHD1 EGR1 ELN EMC10 EMP3 ENTPD1 EPB41L2 ETV1 EVI2A EVI2B FAM200B FBLN2 FCGR2B FERMT3 FGL2 FHL1 FILIP1L FLVCR2 FMNL1-DT FOLR2 FOXF1 FYB1 FYN GADD45B GEM GFOD1 GJA5 GLIPR1 GLIPR2 GNG11 GPC6 GPM6B GRK5 GSN GUCY1A1 HEYL HHEX HLA-DMA HLA-DPB1 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB5 HLA-DRB6 HLA-E HLF HMGCS1 HTRA3 HYCC1 ICAM1 IER2 IFI30 IFITM1 IFITM2 IFITM3 IGDCC4 IGFBP7 IGLC1 IGLL1 IL10RA IL16 IL1A IL27RA IL2RG IL32 IL7R IQGAP2 ISG20 ITGA4 ITGAL ITK ITM2A JAK3 JAM3 JMJD7-PLA2G4B JUN KLF4 KLHL6 KLRG1 KLRK1 KRR1 LAMA4 LAMB2 LAPTM5 LAT2 LATS2 LBH LCK LCP1 LCP2 LEF1 LGALS1 LGALS2 LIG4 LINC00472 LIX1L LMCD1 LRIG1 LRRC8C LUM LYZ MAF MAFB MALT1 MAP1A MAP3K20 MAPK7 MCAM MFNG MGP MIAT MICAL2 MMP2 MOB3B MOXD1 MPP1 MPP3 MS4A4A MSN MT1E MT1G MT1H MT1L MT1X MT2A MYADM MYL9 MYLK MYO1F MYO5A NEK6 NES NEURL1B NFATC1 NFIL3 NFKBIA NFKBIE NFKBIZ NID2 NNMT NR2F1 NR4A1 NRN1 NRP2 NUAK1 NUMA1 OSER1 PALLD PALM2AKAP2 PAPPA PARVG PCDH7 PCOLCE PCP4 PDE1A PDGFRA PDGFRB PDGFRL PDPN PDZRN3 PECAM1 PELI1 PHTF2 PIK3CD PIM2 PITX2 PLAUR PMP22 PNMA1 PNOC PODXL POSTN PPP1R12B PPP1R16B PPP1R18 PPTC7 PREX1 PRICKLE1 PRKAR1A PRKCH PROS1 PRRX1 PTK2 PTPN7 PXDN RAC2 RALB RAMP3 RARRES2 RBP1 RBP5 RBPMS2 RCAN2 RELL1 RGL1 RGS10 RGS11 RGS2 RGS5 RHOH RNASE6 RND3 RNF41 RPS19BP1 RTN3 RUNX2 RUNX3 S100A7 SAMHD1 SAMSN1 SDC3 SELE SELL SEMA6D SERPINA3 SERPINF1 SERPING1 SH2B3 SH3KBP1 SIRPA SLC16A2 SLC2A4RG SLC43A3 SLC7A2 SLFN11 SOCS2 SOCS3 SON SOX18 SPAG7 SPARC SPRY1 SREBF1 SRGN SRPX SSR1 ST6GAL1 STARD4 STMN3 STOM STUM STXBP6 SVEP1 SYN3 SYNPO TACC1 TBC1D8 TCF25 TCF4 TCF7 TENT5C TES TGFBR1 THBD THBS2 TIMP2 TMEM131L TMEM158 TMTC1 TNC TNFAIP3 TNS1 TOX TPM1 TPM2 TPST1 TRAF1 TSC22D3 TTC7A TTN UBD UBE2J1 UBE2J2 VCAM1 WHRN YKT6 YWHAZ ZAP70 ZFAND5 ZNF738 LINDGREN_BLADDER_CANCER_CLUSTER_3_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LINDGREN_BLADDER_CANCER_CLUSTER_3_DN AARSD1 ABCC4 ABCC5 ABCD4 ABCG1 ABLIM1 ADGRG6 ADRM1 AGFG1 AGR2 AHNAK AJUBA AKAP13 AP1G2 ARHGAP1 ARHGEF40 ARIH1 ARSD ASB1 ATF4 ATXN1 ATXN7L1 BBS1 BMP7 BMS1 BTF3 CASP1 CASP4 CBR4 CCND1 CD44 CD81 CDC27 CDIP1 CDK7 CERT1 CFHR1 CFLAR CHCHD5 CHD9 CLK3 CNN2 COL27A1 COL4A5 COL4A6 COL7A1 CPT1B CTSH CUL4B CYP24A1 DAB2IP DGKA DGKH DGLUCY DNAAF9 DPP8 DST DYNC1I2 DYRK4 EIF3E EML2 EOGT EPB41L2 EPHB6 ERAP1 ETFA EXT1 EXTL3 FABP5 FAM174B FARP2 FBLN7 FGFR3 FGL2 FHIP2B FRMD6 FSCN2 GLI3 GLUD1 GMFG GPSM3 GPX2 GRB10 GSDME GSTO1 GUK1 HAPSTR1 HEATR1 HEMGN HHAT HIBCH HMBOX1 HMG20A HNMT HRAS ICAM2 IFI16 IGBP1 IGF1R IKBKB ITGA2 ITM2C JADE2 JAG1 KRT14 KRT17 LAD1 LAMB3 LCAT LDOC1 LGMN LIMS1 LINC01138 LPAR6 LPCAT2 LZTS2 MADD MAN2C1 MAST4 MECOM MED28 MEIS1 METTL17 MICAL1 MLLT10 MOB3B MOB3C MPZL2 MRPS36 MXD4 MXRA5 MYB MYC NDST2 NEIL1 NLRP1 NME4 NMRK1 NOTCH1 NPAS2 NPM1 NRG4 NT5E NUDT13 OSGEP OXA1L PABPN1 PDE4D PI4KB PIGB PLCG2 PLEKHH3 PML POLI POLR2J2 PRDX5 PRXL2A PSD3 PTPN13 PTPRE PTPRN2 PXN PYROXD2 RACK1 RALGAPA1 RFX2 RFX5 RGS12 RMND5A RND3 RNF31 RNF44 ROS1 RPL10L RPL36AL RPS12 RPS23 RPS25 RPS28 RSL24D1 SALL2 SAMD4A SEC31B SEMA4B SEMA6A SEPTIN9 SH3PXD2A SLC24A1 SMAD3 SMAD6 SNAI2 SNRPN SNU13 SNX19 SORL1 SPOCK1 SPRY2 SRSF8 STX3 SYTL2 TARBP2 TBC1D2B TESC THAP4 THSD4 TK2 TM4SF4 TMEM120A TMEM216 TOB2 TRIP12 TRIP6 TRNP1 TSPYL1 TTC38 TUSC3 UNC5B VWA5A WDR73 WNT5B ZFAS1 ZNF33B ZNF516 ZNF655 ZNF827 ZSWIM6 LINDGREN_BLADDER_CANCER_CLUSTER_3_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LINDGREN_BLADDER_CANCER_CLUSTER_3_UP ACADM ACOT2 ACOX1 ACSL1 ACSL4 ADAM17 AFDN AK2 AKAP12 AKR1B10 AKR7A2 ALAS1 ALAS2 ALDH9A1 ANKRD27 ANXA4 AOC1 AP1S2 APOBEC3B ARHGEF26 ARRB2 ASS1 ATAD2 ATG5 ATP6V1C1 AURKA BCAR3 BCL2L1 BIRC5 BLTP3B BLVRB BRCA1 BRIX1 BTG3 BUB1 C12orf75 C5orf22 CCNB1 CCNB2 CCNE1 CCSAP CDC25A CDC45 CDC6 CDC7 CDCA8 CDK1 CDK2 CDKN2C CDT1 CENPA CENPE CENPF CENPN CENPQ CENPU CEP55 CEP85 CHAF1A CHAF1B CKAP2 CKS1B CKS2 CLPTM1L CMSS1 COPB2 COX7B CPD CRIPT CSRP3 CSTF2 CSTF3 CTPS1 CXCL14 DAB2 DAPK1 DBF4 DBI DDAH1 DEK DEPDC1 DLGAP5 DYNC2I2 DYNLT3 E2F1 E2F8 EBP EID2 EPHX1 ERBB2 EXO1 EXO5 EZH2 FABP3 FAF1 FAM136A FAM200B FAM83D FIGNL1 GCA GGCT GGH GINS2 GLO1 GMCL1 GMNN GNB3 GNPAT GOLT1B GPA33 GPATCH11 GUCY1A1 H1-2 H2AZ1 H2AZ2 H2BC5 H3C10 HACD2 HENMT1 HLTF HMGB2 HMGN2 HMOX1 HSPD1 IDH2 IL17RB IL2RA IMPA2 ING1 INSIG1 ITPR1 KAT14 KIF11 KIF14 KIF23 KIF2C KIF4A KIFAP3 KIFC1 KPNA2 KPNA4 LIG1 LIG3 LINC00173 LINC01128 LNPK MAD2L1 MAD2L2 MAGEA6 MAPRE1 MCM4 MCM5 MCM6 MCM8 MDC1 MED8 MELK METTL2A MIS18A MKRN2 MLF1 MNS1 MOBP MORC4 MORN2 MRPL48 MRPS12 MSH2 MTHFD2 MYBL2 NAA50 NASP NCAPG2 NCEH1 NCOA6 NDUFA9 NEDD9 NEK2 NEMP1 NETO2 NEU1 NQO2 NTRK2 NUCB2 NUPR1 NXT2 OR4F16 ORC1 OSBP OSGIN2 OTULIN PAK1IP1 PANK1 PARD6B PCNA PDXP PEBP1 PEPD PGM3 PHF2 PIGC PIK3AP1 PKIB PLAAT3 PLAGL1 PLK1 PLK4 POC1A POLDIP2 POP4 PPA2 PPAT PPM1D PPP1R14C PRC1 PRDX1 PRDX4 PRPS2 PRSS3 PSMC4 PSMD11 PTTG1 PXMP4 PYCR1 RAB11FIP4 RACGAP1 RAD1 RAD18 RAD51 RAD51C RAD54L RAF1 RASL11B RASSF2 RBBP4 RBBP7 RBL1 RBM38 RCAN1 REEP6 REXO5 RFC3 RFC4 RGS16 RHPN2 RMI2 RNASEH2A RNFT2 RPA3 RPN1 RRM2 RRP1 RTN3 RUBCN SAC3D1 SAE1 SCML1 SEC23B SEC62 SERP1 SHMT1 SIRT2 SKA2 SLC11A2 SLC23A1 SLC25A40 SLC39A8 SLFN11 SLFN13 SMIM29 SNTA1 SNX4 SOAT1 SPATA13 SSX1 ST8SIA3 STBD1 STMN1 SUCLG1 TACC3 TAF11 TARS1 TBC1D23 TCF19 TEAD2 TESK2 TEX30 TFG TFRC TGFBRAP1 TINCR TK1 TLK2 TM4SF1 TMED5 TMEM106C TMEM97 TMPO TNFAIP1 TOM1L1 TOP2A TRAIP TRIP13 TRMT6 TSC22D2 TTC39A TWSG1 TXNRD1 TYMS UBA2 UBE2C UCK2 URI1 USP14 VAMP7 VRK1 WDHD1 WDR53 XPOT YARS1 YWHAQ ZNF148 ZNF232 ZNF286A ZNF587 ZWINT ZYG11B LINDGREN_BLADDER_CANCER_HIGH_RECURRENCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LINDGREN_BLADDER_CANCER_HIGH_RECURRENCE ABI3BP ADAM19 ADGRE5 AEBP1 ANXA6 BIRC3 CDK2AP1 COL18A1 COL1A2 COL4A2 COL5A2 CRIP1 CSRP1 DCAF7 DNMT3B DPP7 FYN H1-0 HTRA3 ICAM3 IL32 IL7R LAMA4 LGALS1 MCAM MGP MICAL2 MOB3A MSN MYADM MYL9 MYLK NAV2 NDRG2 NID2 NR4A1 NRP2 PAPPA PELO PLCB4 PRRX1 PTMS RHBG RPS19BP1 SERPINH1 SPARC UBR4 VCAM1 VCAN LINDGREN_BLADDER_CANCER_WITH_LOH_IN_CHR9Q https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LINDGREN_BLADDER_CANCER_WITH_LOH_IN_CHR9Q ABITRAM ABL1 ACO1 ALG2 ANK2 ANKH ANP32B APTX ARPC5L ASS1 ASTN2 ATP6V1G1 C9orf78 CAMSAP1 CARNMT1 CDK5RAP2 CDK9 CNTRL CORO2A CREBL2 CUL5 CYB5D2 DAB2IP DDX3Y DOCK8 DPP7 DRC3 DUSP22 ECPAS ENDOG EPRS1 ERP44 FAM120AOS FBP1 FBXW2 FKTN FOXM1 FUBP3 GLE1 GNAQ GNG10 GOLGA1 GPR107 GRAMD1A IARS1 INIP IPPK ISCA1 ISCU ITPR2 KDM5D KIF2A KLHL9 LRRC8A MFSD14B MIS12 MRPL50 MSANTD3 MTAP NANS NEK6 NMRK1 NUDCD3 NUP188 NUP214 PABIR1 PNPO POLE3 PPP6C PRKCQ PRPF4 PSMA2 PSMB7 PSMD5 PTGR1 PTPDC1 PTPN3 RAB14 RABGAP1 RAD23B RARA RBM18 RNF38 RPL35 RXRA SEC16A SEC61B SECISBP2 SET SETX SLC2A8 SLC35A5 SLC35D2 SLC9B2 SMARCA2 SMC5 SPOUT1 SPTLC1 STX17 TDRP TGFBR1 TMEM245 TMEM268 TMOD1 TNFRSF10C TOPORS TOR1A TOR1B TRIM32 TRIM52 TSC1 UGCG VPS13A XPA ZBTB34 ZNF79 LINDSTEDT_DENDRITIC_CELL_MATURATION_A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LINDSTEDT_DENDRITIC_CELL_MATURATION_A ACVR2A ATF5 ATP13A3 CCL1 CCL2 CCL20 CCL3 CCL4 CCL5 CCL8 CD48 CD58 CREM CSF2 CXCL1 CXCL10 CXCL11 CXCL2 CXCL8 EDN1 ENTPD1 FKBP5 GBP1 GPR137B HCAR3 ICAM1 IL12B IL1B IL1RN IL6 IL7R INHBA ISG15 KYNU MALT1 NFE2L3 NFKBIE P2RX4 PLA2G4A PLA2G7 PLAT PLEK PSMA3 PTGER4 RAB5A RTN1 SCARF1 SLC3A2 SLC7A11 SLC7A5 SOD2 STAT1 STAT4 TFEC TLR2 TNC TNF TNFRSF4 TNFSF9 TRIM16 TXNRD1 LINDSTEDT_DENDRITIC_CELL_MATURATION_B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LINDSTEDT_DENDRITIC_CELL_MATURATION_B ADM BIRC3 BTG1 CD80 CD83 CFLAR CSF2RA CXCR4 CYTIP DUSP4 EED GADD45A HIVEP1 ID2 IL15RA IL2RA JRK KLF5 LAMP3 LYN MAP3K14 MARCKS MARCKSL1 N4BP2L2 NBN NFKB1 NFKB2 NFKBIA NR4A3 OPTN PALM2AKAP2 PDGFA PLA2G6 PNRC1 PSME2 REL RELB SDC4 SIAH2 SLAMF1 STK4 TAP1 TNFAIP2 TNFAIP3 TNFRSF9 TNIP1 TRAF1 USP12 ZNF267 LINDSTEDT_DENDRITIC_CELL_MATURATION_C https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LINDSTEDT_DENDRITIC_CELL_MATURATION_C ALDH2 ALOX15B ANXA3 AOC1 ARID5A ATF3 CAPG CASP3 CD200 CD86 CLC COL14A1 CTNNA1 CX3CL1 DEPP1 ENPP4 FERMT2 FGF9 FLT3 FOXO1 GPR171 GRSF1 GTF2E2 HLA-DPB1 HLA-DRB3 IGF1R IGFBP4 IL4R JAK1 KIF2A LAD1 LGALS9 LY75 MCM5 MGLL MMD MUC1 N4BP2L1 NFIL3 NID1 PIAS3 PLAGL1 POLR2E PRKAR2B ROCK2 S1PR1 SEMA7A SOCS2 STAT3 STAT5A STK39 SYNGR3 TCF3 TFRC TNFRSF11A TNFRSF11B TNFSF4 TOPBP1 TRADD TRAFD1 TRIP10 TUBB2A UGCG LINDSTEDT_DENDRITIC_CELL_MATURATION_D https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LINDSTEDT_DENDRITIC_CELL_MATURATION_D ACP5 ACTN1 ADCY7 ALOX15 ANXA1 AQP3 ARHGDIB ATP6V1A CCL22 CCNH CCR1 CD99 CDH1 CDH2 CIITA CLEC10A CLEC2B CTNND1 DAB2 DMPK DNMT1 DOCK1 EGR2 F13A1 FCER2 FCGRT FGL2 HLA-DMA HLA-DMB HLA-DRB4 IFI16 IGSF6 ITGA5 ITGAM ITGAV ITGAX ITGB2 LAPTM4A LST1 MAF MKNK1 MTMR6 NAAA NAGA NCBP2 NCF2 NPR1 P2RY6 PLPP3 PRSS3 PTGER3 PTPRE QSOX1 RAB31 RAP1GAP RBMS2 RCBTB2 SLC1A5 SLC6A2 SYPL1 TGFBI TOP1 TPP1 LINDVALL_IMMORTALIZED_BY_TERT_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LINDVALL_IMMORTALIZED_BY_TERT_DN ADAM12 ADM AIMP2 AKAP12 AKR1C1 ANTXR1 ARHGAP5 ARL4C ARL4D BLM CAPN5 CCDC80 CCN1 CDON CELF2 CFB CPXM2 CREG1 CRIP1 CRIP2 CTSK CUL5 CXCL1 DCT DPT EGR1 EIF2B3 ELN ELP5 ENO2 FAP FBXO32 FMOD FN1 FNDC1 HSPG2 ISLR ITGB5 KRT34 LAMA4 LGALS3BP LHFPL2 LMCD1 LRATD1 LRRC15 LRRC32 LSP1P5 LTBP2 MAP1B MDFI MMP7 MZT1 NAA10 NFASC NNMT PAPPA PDPN PER3 PLOD2 PLPP3 PTGES PTK7 SAT1 SDR42E1 SELPLG SH3PXD2B SLC43A3 SLC7A1 SLIT3 SPECC1 TMEM47 VCAN VPS26B LINDVALL_IMMORTALIZED_BY_TERT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LINDVALL_IMMORTALIZED_BY_TERT_UP A2M ADAMTS1 ADIRF ANXA11 APCDD1 ARID5A ARMC9 ARPC1B ASS1 ATP2B1 BBS7 BMP4 CALD1 CD9 CITED2 COL15A1 CTSZ DANCR DENND2B DKK1 EFEMP1 EHD3 EIF3CL ELOVL5 EREG EXT1 FDFT1 FKBP11 FOXF2 FRMD4A FZD7 GSTT1 HMGA1 IGF2R IGFBP7 KDELR3 KRT18 LUM MKX MTREX NAB1 NES PAPSS2 PAX8-AS1 PDE5A PGM5 PIANP POLE4 PTGS1 RGS10 RILPL2 RNF150 RPS4Y1 SLC22A18 SLC38A11 SLC38A2 SLC6A8 SNX9 STC2 TAPBP TMTC1 TRIM28 TRIOBP TSHZ1 TSPAN5 UCHL1 USP53 VAMP3 LINSLEY_MIR16_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LINSLEY_MIR16_TARGETS ABI2 AGO1 AKTIP ANAPC13 ANKFY1 ANKS1A ANLN AP5S1 AREL1 ARHGDIA ASNSD1 ATG16L1 ATG9A ATL3 ATXN7L3 BCL2L12 BCR BIK BMT2 BTG3 BTRC C9orf40 CACUL1 CARD10 CASP7 CBX6 CCDC68 CCNE1 CDC25A CDC27 CDC37L1 CDC42SE2 CDCA4 CDK6 CDS2 CFAP45 CHD9 CHEK1 CLASP1 CLIP4 COMMD6 COX10 CRY2 CYB561A3 DAZAP2 DCP2 DDHD2 DEDD DHDDS DNAJB6 DNAJC5 DYNC1LI2 E2F1 E2F7 EFCAB14 EGR1 EIF2S1 ELK3 ELL ENTREP3 EPHA4 EREG EXT2 F3 FASTK FBXW7 FOXK1 FYCO1 GFPT1 GNB5 GNPDA2 GOLGA1 H2AX HIF1AN HSPA1B IFRD2 INTS5 IPPK ITPRIPL2 JADE1 JUNB KBTBD4 KIF1C KIF21A KIF23 KIF3B KLHL15 KLHL26 LAPTM4A LCOR LIMK1 LMO7 LYPLA2 M6PR MACF1 MAP3K2 MAP4 MAPK1 MAPRE3 MED28 MFN2 MGLL MICB MIEF1 MKNK2 MKRN1 MRPL43 MYBL1 NACC2 NAPEPLD NCEH1 NCKIPSD NKIRAS1 NLRX1 NMD3 NOB1 NUBP1 NUP35 OSCP1 PABIR1 PACS1 PAF1 PCMT1 PEX12 PHF19 PHLPP2 PIP4K2A PIP4P1 PLEKHA3 PLEKHM1 POLR3G PON2 PPP1R11 PPT2 PUDP PURA RAB11FIP2 RAB11FIP5 RAB22A RAB3B RCE1 RFK RGMA RHOC RNF128 RNF138 RNH1 RPS6KA3 SDHAF2 SERPINE1 SETD3 SFR1 SFXN5 SIRPA SLC11A2 SLC15A4 SLC16A9 SLC25A22 SLC30A1 SLC35A4 SLC39A5 SLC39A7 SLC9A1 SMURF2 SPAG7 SPRYD3 SRPRA ST6GALNAC6 SUSD6 TACC1 TARBP2 TBCEL TFAP4 TGIF2 THUMPD1 TIAM1 TLK1 TMEM109 TMEM245 TMEM268 TMEM9B TNFRSF10B TNFSF12 TPRG1L TRAPPC14 TRUB1 TSR1 TUSC2 TVP23B UBAC1 UBE2Q1 UBE2R2 UBE2V1 UBTD1 UHMK1 USP15 USP46 UXS1 VPS33B WEE1 WWP1 YRDC ZCCHC2 ZFP91 ZFYVE9 ZNFX1 LIN_APC_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIN_APC_TARGETS ABCC1 ACAP1 ACTN4 ADRA2C ADSS2 AGRN ALG3 ARHGDIA ATP6V0A1 BCAP31 BCL2L15 CAPN1 CCND1 CD99 CPSF4 CTDSPL CYB5R3 DEPDC5 DOK1 EIF5A ETS1 FBRS FLOT2 GET4 GIPC1 GJB1 GNA12 HDAC3 HDGF HMG20B HNRNPA0 HNRNPUL1 HSPE1 IFITM1 IGF2 KRT5 KRT7 L1CAM LMNA LY6E MAP3K11 MMP14 MPZL2 MTA1 NOP53 NSMF PCDH9 PCNA PDAP1 PFN1 PKP3 POLR2A POLR2E PRKCSH RAB1B RPL39L S100A3 SCAP SCN5A SEC61A1 SF3A1 SH2B2 SLC1A5 SLC35B2 SORBS3 SYK TELO2 TGM2 TLE5 TPRA1 UBA1 LIN_MELANOMA_COPY_NUMBER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIN_MELANOMA_COPY_NUMBER_DN ALG5 ATAD1 ATP5MJ B2M BAG5 CDKN2A CLN5 CRYL1 EIF3J ELL3 ESD FNDC3A KLF6 KPNA3 LPAR6 MAF MARK3 MBP MED4 MFAP1 MTMR6 MYCBP2 NUFIP1 PACRG PAPSS2 PDIA3 PFKP PITRM1 PRKN PROSER1 PTEN RCBTB1 RNF6 RPL21 SAP18 SERF2 SPART SUCLA2 TPT1 TXNL4A WWOX LIN_MELANOMA_COPY_NUMBER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIN_MELANOMA_COPY_NUMBER_UP ANO1 AP3S2 ARL4A ARNT ATP9A BRAF CCND1 CDC42SE1 CDYL CEP41 CERS2 COPG2 CPA1 CTNND2 DDX11 DERL1 DNAH5 DNM1L ECI2 ECM1 ENSA EP300 FADD FAM217A FARS2 FGF19 FGF3 FGF4 IDH2 IQGAP1 KLF14 KRAS KU-MEL-3 LTO1 LYRM4 MEST MINDY1 MITF MKRN1 MLLT11 MRPL9 MRPS35 MYC NAGA NDUFB2 NFATC2 NTAQ1 PI4KB PIP5K1A PMM1 POGZ POLG PRPF4B PRUNE1 PSMB4 PSMD4 RFX5 RNF139 RNF213 RPP40 SALL4 SCIN SETDB1 SINHCAF SLC38A10 TARS2 TBC1D16 TBC1D31 TEX56P TRIO YARS2 ZFP64 LIN_NPAS4_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIN_NPAS4_TARGETS_DN ARC ARL5B ARPP21 BDNF C17orf99 CPNE7 CRHBP CRTAC1 DCTN6 DDI2 DICER1 EGR1 EGR2 EGR3 EGR4 ELAVL4 ERRFI1 ETV3 FAM131A FAM210B FHL2 GADD45G GALNT18 GLCE GPR22 GPR4 GUK1 HOMER1 HPCA HSD11B1 HYCC2 IER2 IER5 ITPKA ITPRIP KCNA1 KCNA4 KCNIP2 KIF18A KLF9 KRTAP4-7 LINC00461 LMO2 MIR670HG MLIP NPTX1 NPTX2 NUP58 OPN3 OSGIN2 PXDN RAB40B RGS4 SEPTIN8 SERTAD1 SHISA2 SKP2 SLC12A3 SLC4A7 SORCS3 SV2B TESC TLCD4 TMEM86A TMTC4 TRMT10B VGF WDR77 WIPF3 YBX3 ZNF275 LIN_NPAS4_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIN_NPAS4_TARGETS_UP ABCF1 ACOT7 ACTR10 ADD2 AGO2 AHI1 AK4 AKT3 ALDH1L2 AP2B1 AP4E1 ARHGAP20 ARHGEF7 ASB1 ATP2C1 B3GALNT1 B4GALT3 BSDC1 BZW2 C2orf69 C3orf14 C3orf70 CAMSAP1 CAPN7 CCNG1 CCT7 CDC42EP2 CDC42SE2 CDK14 CDKN1B CELF6 CFAP418 CFAP97 CHMP2B CHMP4B CHMP7 CHODL CLMP DARS1 DDHD2 DHCR24 DHX40 DMAC2L DNAJC27 EPAS1 EPS15 FAM107B FAM210A FAM234A FAM32A FAM81A FAM8A1 FBXO8 FXYD6 GABRB1 GABRB2 GINM1 GMCL1 GMPS GNPDA1 GPRIN2 GRAMD4 GRIA3 HLA-A HS2ST1 HSDL1 HSPA1A IFT43 IMPA1 ITPK1 KCNK9 KIAA0319 KIF26B KIF3B LBHD1 LNPEP LPGAT1 LPL LRFN1 LRRC3 LRSAM1 LYPD6 MARCHF8 MARCHF9 MATCAP1 MB21D2 MFSD6 MKRN3 MLLT1 MLLT3 MOK MPP3 MRAS MSI1 MTFP1 MTX3 MYCL NAA15 NANS NEDD4L NELFB NIP7 NRSN1 NTRK3 NUP155 OGFRL1 PANX1 PCDH17 PCSK2 PEX14 PFKFB4 PKIA PLCXD3 PNMA2 PNPLA6 POMK PPP1R11 PPP1R3E PRKAA2 PRKAB2 PTP4A1 PTPA RAB2B RAB3B RASGRF2 RBBP6 RBM34 RBM4 RCAN1 RNF152 RNF182 RPL39L RPS6KA3 RRN3 SAMD12 SCN3A SEC61A1 SEPHS2 SERBP1 SGK1 SLC24A3 SLC27A4 SLC35A1 SLC8A1 SLC9A9 SLF1 SMIM14 SMUG1 SNAP47 SOAT1 SPOCK2 SPRYD7 ST6GAL1 STXBP5 TBCK TDG TIGAR TMED8 TMEM267 TMEM74 TMEM8B TRIM67 TSPY26P TSTD3 TTYH1 USF1 VCPIP1 VPS26C XKR6 ZBTB6 ZDHHC7 LIN_SILENCED_BY_TUMOR_MICROENVIRONMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIN_SILENCED_BY_TUMOR_MICROENVIRONMENT A2ML1 ADAMTS9 ADGRF1 AIF1L ALDH1A3 ANXA3 APOBEC3A ARHGDIB AZGP1 B4GALT4 C15orf48 C1orf74 CAMK2N1 CCN2 CEACAM1 CEACAM6 CLDN7 CLIC3 CRCT1 CRIM1 CST6 CTSV CXCL17 CYP4B1 DAPK1 DAPP1 DKK1 DSC2 DUSP5 EGR3 ELF3 EMP1 ENC1 EPB41L1 EPS8L1 ERBB3 FAM171B FUT1 FYB1 GABRP GAS2L3 GCNT3 GDPD3 GGT6 GPRC5A GRHL1 GRHL3 IGFL1 IKZF2 IL1RN INPP4B IVL KLK10 KLK6 KRT13 KRT23 KRT4 KRT7 KRT78 KRT81 LCN2 MALL MINDY2 MUC15 MUC16 MXD1 MYH14 MYO5B MYO6 NEBL OCLNP1 PDK4 PI3 PINK1 PLAAT3 PLEKHA7 PSCA PTGS2 RAB11FIP1 RARRES1 RHBDL2 S100P SAMD9 SCEL SH3TC2 SIK1 SLC12A6 SLC17A5 SLC20A1 SLC4A11 SLC6A14 SLCO3A1 SOX9 SPRR1A SPRR3 STS SYTL2 TACC1 TLR1 TMOD3 TRIM2 TUFT1 VGLL1 VSIG10 VSIR VSTM2L VTCN1 LIN_TUMOR_ESCAPE_FROM_IMMUNE_ATTACK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIN_TUMOR_ESCAPE_FROM_IMMUNE_ATTACK ACKR3 AKR1C3 C14orf39 CHD7 DYNAP GJB4 GPR149 HTRA1 IL2RG JAG1 KHDRBS3 MMD NPPB NRP2 PLA2G7 RGS16 ST3GAL6 TNNT2 VCAM1 LIU_BREAST_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIU_BREAST_CANCER ANP32E CHD9 CTSB DHX16 EIF1 ERCC2 FAN1 FAU FNDC5 FTH1P5 GGTLC1 GIT2 HENMT1 HNRNPA0 HNRNPA1 IRAG1-AS1 ITGB1 KASH5 KPNB1 MAFIP MLPH MT-ND5 NCOR1 NRN1 NYX PCYT1A PTMA RASSF8 SCN8A SIGLEC1 TUBB6 ZNF470 LIU_CDX2_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIU_CDX2_TARGETS_DN HES1 KRT1 KRT14 KRT15 KRT19 KRT9 SOX2 SPRR3 LIU_CDX2_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIU_CDX2_TARGETS_UP AGR2 ANPEP ATOH1 CDX1 CDX4 CFD DNMT3B FABP2 FABP6 GABRR2 HEPH HOXA2 HOXA7 HOXA9 IL2RB JAG1 KLF4 KLF5 KRT20 LYZ MSI1 MUC2 MUC6 NOTCH3 NOTCH4 NPR1 NPR3 PGC PSEN2 SCT SI SOX10 TSPAN1 VDR VIL1 LIU_CMYB_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIU_CMYB_TARGETS_DN ATP6V1A CYB5B RHOBTB3 SERINC3 SOBP SRRM2 LIU_CMYB_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIU_CMYB_TARGETS_UP ABCC3 ABTB2 ACOT7 ADD3 AGA AGAP1 AK4 AKAP1 ALDH7A1 ANKRA2 ANP32E ARL4C ARRB2 ASRGL1 ASS1 BCR BNIP3L BSPRY CA12 CA8 CALML5 CASP6 CDC42EP1 CITED2 CRIM1 CRISPLD2 CSGALNACT2 CTNNAL1 CTNS CXCR4 DHRS2 DLG1 DNAJB5 DNAJB9 DUSP9 ECE1 EFHD1 EMP3 EPHX1 ESYT1 ETFDH EZH2 FABP5 FHL2 FOSL2 GDPD3 GLRX GMCL1 GMNN GREB1 GSTM3 H1-10 HBA1 HECTD4 HIGD2A HPCAL1 HSPA12A HYOU1 ICA1 ICAM3 IDS IGFBP4 IL17RB IMPA2 INSIG1 ISG20 ISYNA1 JAG1 KCNS3 KLHDC2 KRT16 LHX6 LITAF LNPEP LYPD1 MAP1LC3B MAPK3 MARCHF3 MARCHF5 MARK2 MED4 MMD MPHOSPH9 MT1F MT1H MT1X MT2A MYO10 NAB2 NAGPA NCOA1 NMRK1 NOSIP NQO1 NUCB2 NUDT1 NUMA1 OAT OVOL2 PACS2 PCOLCE2 PCTP PDCD4 PDK2 PEBP1 PHLPP1 PIM2 PLCXD1 PPDPF PPM1E PRAF2 PRKAR2B PRLR PTBP3 PXDN PYGB RAB11B RAB11FIP1 RBM47 RETREG2 RNGTT RPL23AP1 RPS6KA2 RRM2 SAC3D1 SAP30 SAT1 SATB2 SERINC5 SERPINA3 SH2D4A SIK1 SLC10A3 SLC1A4 SLC31A2 SLCO3A1 SOX9 SPG11 SPG7 SRD5A1 ST6GALNAC2 STARD5 STK17A TACC2 TGFBI TGIF1 THAP9-AS1 TIPARP TMEM30B TNKS2 TOB1 TP53I11 TRPV2 TSPAN1 USP25 VRK1 WASHC3 WDR44 WDR46 YKT6 ZER1 ZNF318 ZNF395 ZP3 LIU_COMMON_CANCER_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIU_COMMON_CANCER_GENES ALMS1 ANAPC16 ATF7IP ATP6V0A1 ATP8B1 B2M CCDC152 CDK13 COL11A2 CPNE9 DAP3 DBT DDX27 DDX59 ERC1 F7 FGFR1 GATAD2A GPBP1 GTSE1 HAUS2 HNRNPDL HSPE1 INTS4 LARS1 LIMD1 LRRFIP1 MT-ND4 NDUFS8 NOP56 NSMCE2 NUMBL OCIAD1 PCLAF PDE4C PDF PGF POLR1B PRDX2 PRR11 RAB11FIP1 RPL34 RPL41 SCAMP2 SERP1 SFTPB SLC35E1 SLFN5 SYNCRIP TCF7 TLE1 TMBIM4 TMEM241 TUBGCP2 UACA UBE2D4 UBXN2A USP34 WRAP53 ZC3H7B ZNF160 ZNF252P ZNF611 LIU_IL13_MEMORY_MODEL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIU_IL13_MEMORY_MODEL_DN BCL2L11 CBL DUSP4 IL13RA1 PFKFB2 LIU_IL13_MEMORY_MODEL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIU_IL13_MEMORY_MODEL_UP ARRB1 CCL26 CCL27 CCL8 CDC42 IL17RD MAP2K2 MAP3K10 MAP3K11 MAP4K1 MAPK8IP1 MKNK1 MUC5B PFKFB4 RAB4B SPRY4 UNC119 LIU_IL13_PRIMING_MODEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIU_IL13_PRIMING_MODEL CDYL CHMP4A CLCA1 EGFR EGR1 EMP3 ETV5 FOS GPATCH1 JAG1 JMJD6 PLK3 RAB5B SERTAD1 ZNF264 LIU_LIVER_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIU_LIVER_CANCER AIMP2 ALB APOA2 AZGP1 BICDL2 CATSPER2 CYP8B1 DDR2 DDX31 DOK1 DSCAML1 DYRK1B ECH1 FADS3 FBXL6 FHL1 GEMIN2 IRF6 MAN1B1-DT MMP19 MUC12-AS1 NMB PPIL2 PPP1R32 RLIM RXRG SERPINA1 SFXN2 SLC22A31 SZT2 THRA TMEM9B USP21 ZFPM1 ZYX LIU_NASOPHARYNGEAL_CARCINOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIU_NASOPHARYNGEAL_CARCINOMA ADAM8 ANAPC16 ARPC2 B4GALT3 BTF3 CACNA1A CD4 CD59 CD74 CDC40 CYREN DDOST DDX17 DDX41 DNASE1L3 EDNRB EIF1AX ENSG00000260937 EPOR FBXW4 FOXC1 GGCX GM2A HLA-A HLA-DQA1 HMBS HSPD1 IFNA7 IGHG1 IGLC2 INPP1 IPO9 JUP LGALS1 MAFIP MAPK1IP1L MAT2A NUCKS1 OR3A3 PELI1 PHC3 PHF20 PIN4 PITPNA PRKCI RAB26 RAB8A RAC2 RAP2C RNF10 RPL3 RTF2 SEC16A SELPLG SERBP1 SESN3 SET SLC26A9 SLC44A4 SLC7A1 SMARCD1 SMDT1 SSR1 SULT1A1 TAL1 TAPBP TBL1XR1 TGFBR3 THUMPD2 UBE2L3 WIPI2 ZNF174 LIU_OVARIAN_CANCER_TUMORS_AND_XENOGRAFTS_KINASES_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIU_OVARIAN_CANCER_TUMORS_AND_XENOGRAFTS_KINASES_DN ACVRL1 AKT3 AXL BTK CAMK2D CAMK4 CSF1R DCLK1 DDR2 EPHA3 FGR FLT1 FLT4 HCK IRAK3 ITK JAK2 JAK3 KDR LCK LRRK2 MAPK11 NTRK2 PDGFRA PDGFRB PIK3CG PLK3 PRKACB PRKD1 PRKG1 STK17B STK32B TEK TIE1 LIU_OVARIAN_CANCER_TUMORS_AND_XENOGRAFTS_XDGS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIU_OVARIAN_CANCER_TUMORS_AND_XENOGRAFTS_XDGS_DN A2M A2M-AS1 A4GALT ABCA6 ABCA8 ABCA9 ABCB1 ABCB4 ABCC3 ABCG2 ABHD3 ABI3 ABI3BP ABLIM3 ACAN ACKR1 ACP5 ACSL5 ACTA2 ACTA2-AS1 ACTG2 ACVRL1 ADA2 ADAM12 ADAM22 ADAM23 ADAM8 ADAMDEC1 ADAMTS10 ADAMTS12 ADAMTS2 ADAMTS4 ADAMTS7 ADAMTSL1 ADAMTSL2 ADAMTSL4 ADAP2 ADCY4 ADCYAP1R1 ADGRA2 ADGRB3 ADGRE2 ADGRF5 ADGRL4 ADH1B ADM ADORA2A AEBP1 AFAP1L1 AFF3 AGAP2 AGAP2-AS1 AHR AIF1 AK5 AKR1C3 AKT3 ALDH1A3 ALDH1A3-AS1 ALKAL2 ALOX5 ALOX5AP ALPK2 AMIGO2 AMPD3 AMPH ANGPT2 ANGPTL2 ANKRD22 ANKRD44 ANOS1 ANPEP ANTXR1 ANTXR2 ANXA6 AOAH AOC3 AOX1 APBB1IP APCDD1 APELA APLNR APOBEC3G APOBR APOC1 APOC2 APOC4 APOC4-APOC2 APOD APOE APOL1 APOL3 APOL4 APOL6 AQP1 AQP9 ARHGAP10 ARHGAP15 ARHGAP18 ARHGAP20 ARHGAP24 ARHGAP25 ARHGAP30 ARHGAP31 ARHGAP9 ARHGDIB ARHGEF15 ARHGEF6 ARL15 ARRDC3 ARSI ARSL ARX ASPH ASPN ASTN1 ATP10D ATP1B2 ATP2A3 ATP8A2 ATP8B4 ATRNL1 AXL B2M B3GNT9 BASP1 BCHE BCL11B BCL2 BCL2A1 BCL6B BEND4 BEND6 BGN BHLHE41 BICC1 BIN2 BIRC3 BMERB1 BMP2 BMP4 BMP6 BNC1 BTBD19 BTF3L4P2 BTK BTN3A2 BTN3A3 C10orf55 C11orf96 C12orf60 C15orf48 C16orf89 C1QA C1QB C1QC C1QTNF1 C1QTNF5 C1QTNF6 C1QTNF7 C1R C1S C1orf162 C2 C2CD4B C2CD4C C3 C3AR1 C3orf70 C3orf80 C4A C4A-AS1 C4B C4B-AS1 C5AR1 C7 C8orf88 C9 CA2 CACNA1C CACNA1G CACNA1H CACNA2D1 CACNA2D4 CACYBPP2 CADM3 CADM3-AS1 CADPS CALB2 CALCRL CALD1 CALHM5 CALHM6 CAMK2D CAMK4 CARD16 CARD6 CASC15 CASP1 CASP10 CASS4 CAV1 CAVIN1 CAVIN2 CAVIN3 CBLN2 CCBE1 CCDC102B CCDC152 CCDC68 CCDC69 CCDC80 CCDC85A CCL11 CCL19 CCL2 CCL20 CCL21 CCL8 CCN1 CCN2 CCN4 CCN5 CCND2 CCR1 CCR2 CCR5 CD14 CD163 CD163L1 CD180 CD1E CD2 CD200 CD209 CD247 CD248 CD274 CD28 CD300A CD300E CD302 CD34 CD36 CD38 CD3E CD4 CD40 CD44 CD44-AS1 CD48 CD52 CD53 CD68 CD69 CD74 CD79A CD84 CD86 CD8A CD93 CD96 CDC20B CDC42EP5 CDC42P6 CDH11 CDH13 CDH2 CDH5 CDK14 CDKN1A CDO1 CEACAM7 CEBPD CELF2 CERKL CFB CFD CFH CFI CH25H CHGB CHI3L1 CHI3L2 CHIT1 CHN1 CHN2 CHRD CHRNA1 CHST11 CHST2 CHST7 CHSY3 CILP CILP2 CISH CLDN11 CLDN5 CLEC10A CLEC11A CLEC14A CLEC2B CLEC4A CLEC4E CLEC5A CLEC7A CLIC2 CLIC4 CLIC6 CLMAT3 CLMP CLVS1 CMAHP CMKLR1 CMKLR2 CMTM3 CNR1 CNRIP1 CNTN1 CNTN3 CNTN4 CNTNAP1 COL10A1 COL11A1 COL12A1 COL14A1 COL15A1 COL16A1 COL1A1 COL1A2 COL21A1 COL2A1 COL3A1 COL4A1 COL4A2-AS1 COL5A1 COL5A2 COL5A3 COL6A1 COL6A2 COL6A3 COL6A6 COL8A1 COL8A2 COLEC12 COMP COPDA1 COPZ2 CORIN CORO1A CORO1A-AS1 COX7A1 CP CPA3 CPE CPED1 CPNE5 CPNE8 CPP CPZ CR1 CRACR2A CREB3L1 CRISPLD2 CSF1R CSF2RA CSF2RB CSF3R CSGALNACT1 CSMD1 CSMD2 CSPG4 CST7 CSTA CTBS CTHRC1 CTSK CTSL CTSS CX3CR1 CXCL1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL14 CXCL17 CXCL2 CXCL3 CXCL8 CXCL9 CXCR6 CYBB CYBRD1 CYGB CYP1B1 CYP27A1 CYP7B1 CYRIA CYS1 CYTH4 CYTIP CYTOR DAB2 DACT1 DACT3 DAPL1 DCHS1 DCHS1-AS1 DCHS2 DCLK1 DCN DDR2 DEPP1 DEPTOR DERL3 DGKI DHRS3 DHRS9 DIO2 DIPK2B DIRAS3 DKK2 DKK3 DLC1 DLK1 DLL4 DNAJB4 DNAJC12 DNM3OS DOCK10 DOCK11 DOCK2 DOCK4 DOCK8 DOK2 DOK6 DPP4 DPP7 DPT DPYD DPYSL2 DPYSL3 DPYSL4 DRAM1 DSEL DTNA DUSP1 DUSP2 DUSP5 DYNC1I2P1 DYNLT3 EAF2 EBF1 EBI3 ECM1 ECM2 ECSCR EDA2R EDIL3 EDN3 EDNRA EDNRB EEF1B2P6 EFCC1 EFEMP1 EGR1 EGR2 EGR3 EHD2 EIF2S3B EIF5A2 ELFN1 ELL2 ELMO1 ELN ELN-AS1 ELOVL2 ELOVL4 EMB EMCN EMILIN1 EMILIN2 EMP3 ENAM ENG ENOX1 ENPEP ENPP1 ENPP2 ENSG00000225032 ENSG00000233968 EOGT EPAS1 EPB41L3 EPHA3 EPS8 EPSTI1 EPYC ERAP2 ERG ERO1B ESAM ESM1 ESR1 ETS1 ETV1 EVA1C EVI2A EVI2B EXOC3L1 F13A1 F2R F5 FABP4 FAM13C FAM171B FAM20A FAM43A FAM78A FAM81B FAM83B FAM89A FAP FAS FAT4 FBLN5 FBN1 FBXL7 FBXO32 FCER1G FCGR1A FCGR2A FCGR2B FCGR2C FCGR3A FCGR3B FCHO2 FCMR FCN1 FERMT3 FEZ1 FGD2 FGD5 FGF1 FGF13 FGF7 FGL2 FGR FHL2 FHOD3 FIBIN FILIP1L FKBP14 FKBP1C FKBP5 FKBP7 FLI1 FLRT2 FLT1 FLT3LG FLT4 FMO1 FMO2 FMO3 FN1 FNDC1 FNDC4 FOLR2 FOS FOSB FOXF1 FOXF2 FOXL1 FPR1 FPR3 FRMD3 FRMD6 FST FSTL1 FTH1P10 FTH1P2 FTL FTLP3 FXYD5 FYB1 FZD1 G0S2 GAB3 GABRB3 GADD45B GAL3ST4 GALNT15 GALNT18 GALNT5 GAS1 GAS6 GAS6-AS1 GAS6-DT GASK1B GASK1B-AS1 GATA4 GATA6 GATM GBP2 GBP4 GBP5 GDF6 GDNF GEM GFPT2 GFRA1 GGT5 GGTA1 GHR GIMAP1 GIMAP2 GIMAP4 GIMAP5 GIMAP6 GIMAP7 GIMAP8 GJA1 GJB2 GJB6 GLI1 GLIPR2 GLRX GLT8D2 GMFG GNA15 GNB4 GNG11 GNG2 GNG4 GPC6 GPM6A GPNMB GPR132 GPR137B GPR176 GPR183 GPR34 GPR4 GPR65 GPR68 GPR78 GPR84 GPR84-AS1 GPR85 GPRASP1 GPRIN3 GPSM3 GPX8 GRAP GREM1 GRIK3 GRK3 GRK5 GSDMC GSDME GSPT2 GSTM5 GTSF1 GUCY1A1 GUCY1A2 GULP1 GYPC GZMA GZMK H19 HAND2 HAPLN1 HAS2 HAVCR2 HBA1 HBA2 HBB HBEGF HCAR2 HCG4B HCK HCLS1 HCP5 HCST HECW2 HEG1 HEPH HEY1 HEYL HGF HHIP HHIPL1 HIC1 HK3 HLA-A HLA-B HLA-C HLA-DMA HLA-DMB HLA-DOA HLA-DPA1 HLA-DPB1 HLA-DPB2 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB1-AS1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB5 HLA-DRB6 HLA-E HLA-F HLA-H HLA-J HLA-K HLF HLX HMCN1 HMGN2P5 HMOX1 HNMT HOPX HOXA-AS2 HOXC12 HOXC6 HOXD10 HP HS3ST1 HS3ST3A1 HS3ST3B1 HS6ST2 HSD11B1 HSD17B11 HSPA12B HSPA7 HSPB8 HTR2B HTRA1 HTRA3 HYCC1 ICAM1 ICAM4-AS1 ICAM5 IDO1 IFFO1 IFI16 IFI30 IFIT2 IFIT3 IFNGR1 IGDCC4 IGF1 IGFBP4 IGFBP7 IGFBP7-AS1 IGHA1 IGHA2 IGHG1 IGHG2 IGHG3 IGHG4 IGHGP IGHJ6 IGHM IGHV1-18 IGHV1-2 IGHV1-24 IGHV1-3 IGHV1-46 IGHV1-69 IGHV2-26 IGHV2-5 IGHV3-11 IGHV3-15 IGHV3-21 IGHV3-23 IGHV3-33 IGHV3-48 IGHV3-53 IGHV3-66 IGHV3-7 IGHV3-74 IGHV4-31 IGHV4-39 IGHV4-59 IGHV5-51 IGKC IGKJ1 IGKJ2 IGKJ3 IGKJ4 IGKJ5 IGKV1-12 IGKV1-16 IGKV1-17 IGKV1-5 IGKV1-9 IGKV3-11 IGKV3-15 IGKV3-20 IGKV3D-11 IGKV3D-15 IGKV3D-20 IGKV4-1 IGLC1 IGLC2 IGLC3 IGLJ1 IGLJ2 IGLL5 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-51 IGLV2-11 IGLV2-14 IGLV2-23 IGLV3-1 IGLV3-10 IGLV3-19 IGLV3-21 IGLV3-25 IGLV5-45 IGLV6-57 IGSF6 IKZF1 IL10RA IL15 IL15RA IL16 IL18 IL18R1 IL1B IL1RN IL21R IL2RA IL2RB IL2RG IL32 IL33 IL3RA IL4R IL6 IL6ST IL7 IL7R INHBA INMT INPP4B INPP5D IRAG1 IRAG2 IRAK3 IRF1 IRF8 IRS1 ISLR ISM1 ITGA1 ITGA11 ITGA2 ITGA4 ITGA5 ITGA8 ITGAL ITGAM ITGAX ITGB1P1 ITGB2 ITGB6 ITGBL1 ITIH3 ITK ITM2A ITM2B ITPR1 ITPR2 ITPRIP JAK2 JAK3 JAM2 JAM3 JAML JAZF1 JCAD JCHAIN JPH4 JUNB KANK3 KCNA5 KCNA6 KCNAB2 KCND2 KCND3 KCNE4 KCNJ2 KCNJ8 KCNK13 KCNK3 KCNK6 KCNMB1 KCNS3 KCNT2 KCTD12 KDR KIF17 KITLG KLF2 KLF6 KLF9 KLHDC1 KLHDC7B KLHL4 KLHL6 KLRG1 KYNU LACC1 LAG3 LAIR1 LAMA2 LAMA4 LAMB1 LAMP5 LAMP5-AS1 LAPTM5 LAT2 LCK LCN2 LCP1 LCP2 LDAF1 LDB2 LDLRAD4 LGALS1 LGALS2 LGALS9 LHFPL2 LHFPL6 LHX9 LILRA6 LILRB1 LILRB2 LILRB3 LILRB4 LIN7A LINC00511 LINC01018 LINC01094 LINC01140 LINC01614 LINC01929 LIPA LMO2 LMOD1 LOC154761 LOX LOXL2 LOXL2-AS1 LPAR5 LPAR6 LPL LPXN LRCH2 LRP1 LRRC15 LRRC17 LRRC25 LRRC32 LRRC4B LRRC55 LRRC8C LRRK2 LRRN3 LRRN4CL LSP1 LST1 LTBP2 LUM LXN LY86 LY96 LYL1 LYPLAL1 LYSMD2 LYVE1 LYZ LZTS1 MAF MAFF MAGEL2 MAGI2-AS3 MAN1A1 MAN1C1 MAN2A1 MANEA MAOB MAP1B MAP1LC3A MAP3K4-AS1 MAPK11 MAPRE2 MARCHF1 MARCHF3 MARCO MATN3 MCC MCTP1 MDFIC ME1 MEDAG MEF2C MEG3 MEGF10 MEIS2 MEIS3 MFAP4 MFNG MFRP MGLL MGP MIAT MICU3 MIR100HG MLKL MME MMP1 MMP11 MMP12 MMP13 MMP14 MMP16 MMP19 MMP2 MMP9 MMRN1 MMRN2 MN1 MNDA MORF4L1P1 MOXD1 MPEG1 MPP1 MRAP2 MRC2 MRGPRF MS4A4A MS4A6A MS4A7 MSC MSC-AS1 MSN MSR1 MSRB3 MT-TM MT1E MT1G MT1H MT1M MT2A MTUS1 MXRA8 MYCT1 MYH11 MYO1F MYO1G MYOCD MZB1 NAAA NALF1 NAMPTP1 NAP1L3 NAV3 NBL1 NCF2 NCF4 NCKAP1L NDN NDNF NDUFB4P12 NECAB1 NEFH NEGR1 NEXN NFAM1 NFASC NFATC2 NIBAN1 NID1 NID2 NIPAL2 NKD2 NKG7 NKX3-1 NLGN4X NLRC3 NLRC4 NLRC5 NLRP1 NLRP3 NME5 NNMT NOD2 NOTCH4 NPL NPR3 NPTX2 NPY1R NR1H4 NR3C1 NR4A1 NR4A1AS NR4A3 NR5A1 NR5A2 NRK NRP1 NRP2 NRP2-AS1 NRROS NRXN2 NT5E NTM NTRK2 NTS NUDT10 NUDT11 NUPR1 ODAD2 ODF3B OGFRL1 OGN OLFM1 OLFM4 OLFML1 OLFML2B OLFML3 OLR1 OMD OR2I1P OSBPL6 OSCAR OSM OSMR OSTM1 P2RX7 P2RY1 P2RY8 P3H3 PAEP PAG1 PAIP1P2 PALLD PAMR1 PAPPA PAPSS2 PARM1 PARVG PCDH12 PCDH17 PCED1B PCED1B-AS1 PCK1 PCOLCE PCOLCE-AS1 PCOLCE2 PCSK6 PCYT1B PDCD1LG2 PDE10A PDE1A PDE1B PDE2A PDE3B PDE4B PDE5A PDE7B PDGFD PDGFRA PDGFRB PDGFRL PDIA3P2 PDK4 PDLIM3 PDLIM5 PDPN PDZD4 PDZK1IP1 PDZRN4 PEAR1 PEG3 PELATON PGR PHLDA1 PHLDB2 PI15 PID1 PIEZO2 PIK3AP1 PIK3CG PIK3R5 PITX2 PKIA PKIB PLA2G2A PLA2G2D PLA2G4C PLA2G7 PLA2R1 PLAAT4 PLAGL1 PLAT PLAU PLAUR PLCB2 PLCL1 PLCXD3 PLD1 PLD4 PLEK PLEKHO2 PLK3 PLN PLOD2 PLPP4 PLPPR3 PLPPR4 PLS3 PLSCR4 PLVAP PLXDC1 PLXNC1 PMP22 PNMA2 PODN PODNL1 POGLUT2 PON3 POSTN POU2AF1 POU2F2 PPM1L PPP1R16B PPP1R2P4 PPP2R2B PPP2R2C PPP3CC PRCD PRDM1 PRDM6 PRDM8 PRELP PREX2 PRF1 PRICKLE2 PRKACB PRKCB PRKD1 PRKG1 PROCR PROS1 PROX1 PRRG3 PRRX1 PRSS35 PSD3 PSMB10 PSMB8-AS1 PSMB9 PSTPIP1 PTAFR PTEN PTGDS PTGER2 PTGER3 PTGES3P3 PTGIS PTGS2 PTHLH PTN PTPN22 PTPN5 PTPN7 PTPRB PTPRC PTPRE PTPRN2 PTPRO PWWP3B PXDNL PYCARD PYCARD-AS1 PYGO1 QPCT RAB27B RAB31 RAB3IL1 RAB42 RAB6C RAB8B RAC1P2 RAC2 RAMP1 RAMP2 RAMP3 RAP1BL RARB RARRES1 RARRES2 RASA3 RASAL3 RASGRF2 RASGRP2 RASGRP3 RASIP1 RASSF2 RASSF4 RBMS3 RBP7 RBPMS-AS1 RCAN2 RCN3 RCSD1 RECK RERG RFTN1 RFTN2 RGCC RGL1 RGS1 RGS16 RGS2 RGS4 RGS5 RGS7BP RHOB RHOBTB3 RHOH RHOJ RIMBP2 RIPOR2 RNASE6 ROBO2 ROBO4 RORA RPL10P16 RPL12P4 RPL13AP5 RPL13P12 RPL15P3 RPL17P36 RPL17P7 RPL18AP3 RPL21P16 RPL26P19 RPL26P36 RPL39P3 RPL3P4 RPL41P1 RPL5P1 RPL5P4 RPL7AP6 RPL7P1 RPL9P7 RPS13P2 RPS23P8 RPS27AP11 RPS27L RPS2P5 RPS3AP21 RPS3AP26 RPS3AP6 RRAGD RRAS RTN1 RTN4RL2 RUBCNL RUNX1 RUNX1T1 RUNX2 S100A8 S100A9 S1PR1 SAA1 SAA2 SAA2-SAA4 SAMD5 SAMD9L SAMSN1 SASH3 SAT1 SATB1 SATB2 SBSPON SCARF1 SCARF2 SCG2 SCG5 SCIMP SCIN SCN1B SCN7A SCN9A SCUBE1 SCUBE2 SDC2 SDS SECTM1 SELENOM SELENOP SELL SELP SELPLG SEMA3C SEMA5B SEMA6B SEPTIN11 SEPTIN4 SEPTIN7P3 SERPINA1 SERPINA3 SERPINB1 SERPINB2 SERPINB8 SERPINB9 SERPINE1 SERPINE2 SERPINF1 SERPING1 SERPINI1 SETD7 SFMBT2 SFRP1 SFRP2 SFRP4 SFXN3 SGCD SGK1 SGPP1 SH2B3 SH2D3C SH3BGRL SH3RF3 SHC2 SHE SHISA2 SHOX2 SIDT1 SIGLEC1 SIGLEC10 SIGLEC7 SIGLEC9 SIRPA SIRPB1 SIRPB2 SKAP2 SLA SLAMF7 SLAMF8 SLC11A1 SLC12A5-AS1 SLC16A14 SLC16A2 SLC16A3 SLC16A6 SLC16A7 SLC18A2 SLC1A1 SLC1A6 SLC24A3 SLC2A13 SLC2A3 SLC2A5 SLC31A2 SLC37A2 SLC38A5 SLC40A1 SLC43A1 SLC46A3 SLC47A1 SLC4A4 SLC7A2 SLC7A7 SLC9A9 SLCO2A1 SLCO2B1 SLFN11 SLIT2 SLITRK2 SLITRK4 SLITRK5 SLPI SMARCA2 SMIM3 SMOC2 SMPDL3A SNAI2 SNAP25 SNCA SNCAIP SNHG28 SNRPA1-DT SNX10 SNX20 SOCS2 SOCS3 SOD3 SOX18 SP140 SP6 SPARC SPARCL1 SPART SPATA18 SPHK1 SPI1 SPIB SPN SPOCK1 SPON2 SPP1 SPRED1 SQOR SRGN SRPX SRPX2 SSC5D SSTR1 ST3GAL5 ST8SIA1 ST8SIA4 STAB1 STAMBPL1 STAR STARD13 STARD5 STARD8 STAT4 STEAP2 STEAP4 STING1 STK17B STK32B STOM STX11 SUCNR1 SULF1 SULF2 SULT1C4 SVEP1 SYCE1 SYDE1 SYNE1 SYNPO SYNPO2 SYPL2 TACC1 TAFA2 TAGAP TAGLN TAGLN2P1 TAP1 TARID TBC1D4 TBX15 TBX18 TBX3 TBXAS1 TCEAL7 TCF21 TCF4 TCIM TDO2 TEK TENM3 TESC TFEC TFPI TG TGFA TGFB1I1 TGFBI THBD THBS1 THBS2 THSD1 THSD7A THSD7B THY1 THY1-AS1 TIE1 TIGIT TIMP1 TIMP2 TIMP3 TIPARP TLE4 TLL1 TLR1 TLR2 TLR3 TLR4 TLR6 TLR7 TLR8 TM4SF18 TM6SF1 TMEM119 TMEM150C TMEM154 TMEM158 TMEM176A TMEM176B TMEM200A TMEM204 TMEM215 TMEM255A TMEM26 TMEM273 TMEM47 TMEM86A TMEM98 TMIGD3 TMOD2 TNFAIP3 TNFAIP6 TNFAIP8 TNFAIP8L2 TNFAIP8L3 TNFRSF11A TNFRSF11B TNFRSF14 TNFRSF18 TNFRSF1B TNFRSF4 TNFRSF8 TNFRSF9 TNFSF10 TNFSF13B TNFSF8 TPBG TPSAB1 TPSB2 TPST2 TRABD2A TRABD2B TRBC2 TREM1 TREM2 TRIL TRIM22 TRIM47 TRPA1 TRPC6 TRPS1 TRPV2 TSHZ1 TSHZ2 TSHZ3 TSPAN5 TSPAN8 TTYH2 TWF1P1 TWIST1 TYMP TYROBP UBA7 UBD UBE2QL1 UNC5C UPP1 VAMP5 VAT1L VCAM1 VCAN VCAN-AS1 VGLL3 VIM VIM-AS1 VIT VNN1 VNN2 VSIG4 VSIR VSNL1 VSTM4 VWA1 VWA5A VWC2 VWF VWFP1 WAS WASF3 WDFY4 WDR17 WFDC1 WFDC21P WIPF1 WNT5A WNT5B WSCD1 WTAPP1 XYLT1 ZBTB16 ZC3H12A-DT ZCCHC24 ZEB1 ZEB2 ZFHX4 ZFP36 ZFPM2 ZNF365 ZNF469 ZNF521 LIU_OVARIAN_CANCER_TUMORS_AND_XENOGRAFTS_XDGS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIU_OVARIAN_CANCER_TUMORS_AND_XENOGRAFTS_XDGS_UP ADGRL1 ADGRL1-AS1 ADRA1B AFG3L1P AHCTF1P1 ALPL ANK1 ANXA2P2 ARHGEF34P ARMC10P1 ARPC3P3 ATF4P3 ATF4P4 BANF1P3 BPTFP1 BRD7P2 BZW1P2 CCDC150 CCNF CELSR3 CEP170P1 CHCHD2P9 CICP27 CIT CLCNKA CLDN9 CLSPN CNGB1 COX6A1P2 CPLX2 CSNK2A3 CYSRT1 DACT2 DDX12B DDX12P DGKZP1 DHFRP1 DISP3 DLX4 DNAH10OS DNAJB6P1 DSCAM-AS1 DSTNP3 DUX4L27 EEF1A1P6 EEF1B2P3 EIF1AXP1 EIF2S2P4 EIF3CL EIF3LP2 EIF4A1P10 EIF4BP6 EIF4BP7 EIF4EP2 EIF4HP1 ENSG00000262884 ESPL1 EVPLL FABP5P7 FAM215B FAM3C2P FAR2P1 FBN3 FGB FOXB1 FOXI3 GCSHP5 GDI2P2 GGT2P GMPSP1 GOLGA2P5 GPAT4-AS1 GPC1-AS1 GRIN2B H2BC12L H3-5 HASPIN HMGB1P5 HMGB1P6 HNRNPA1P10 HNRNPA1P7 HNRNPA3P6 HNRNPCP2 HS6ST1P1 HSP90AB3P HSPB1P1 HSPD1P1 ID1 IGSF23 JRK KCNH3 KIF12 KIF18B KIFC1 KRT8P3 KSR2 LCN10 LEMD1-DT LHX4 LINC00265 LINC00319 LINC00664 LINC00958 LINC01001 LINC01089 LINC01224 LINC01609 LINC01764 LINC01873 LINC02067 LINC02108 LINC02593 LY6G5B MAGEC2 MAP3K9 MEMO1P1 MGAT5B MIR1302-9HG MIR29B2CHG MIR4664 MIR600HG MKI67 MKRN3 MT-TH MT-TL2 MT-TS2 MTX1P1 MXRA7P1 MYBL2 MYOM3 NAT8L NECTIN1 NINL NPM1P27 NPM1P7 OBSCN OCLNP1 OVOL1 P2RY2 PABPC3 PACSIN1 PALM3 PAX2 PAX8-AS1 PBX2P1 PCBP2P2 PDIA3P1 PFN1P1 PFN1P11 PGAM4 PHC1P1 PIF1 PLEKHG4B PLXNA4 POMK PPIAP22 PPP1R14BP3 PROX2 PRPS1P2 PRR13P5 PSMA6P1 PSMC1P1 RAB6D RALGAPA1P1 RAMACL RANBP1P1 RANP1 RAP1GAP2 RASSF10 RBM25-AS1 RCOR2 RD3 RECQL4 RNFT2 RNPS1P1 RPL10P6 RPL10P9 RPL22P1 RPL23AP42 RPL24P4 RPL26P30 RPL31P4 RPL35P2 RPL36AP37 RPL3P2 RPL4P4 RPL4P5 RPL6P10 RPL6P27 RPL7AP30 RPL7P9 RPLP0P11 RPLP0P9 RPS24P19 RPS27AP16 RPS27AP5 RPS27P3 RPS27P4 RPS7P10 RPS7P11 RPSAP15 RPSAP54 RTN3P1 SBK2 SERBP1P1 SERBP1P5 SETP14 SIAH3 SKIDA1 SLC28A2 SNORD86 SNRPGP15 SPAG5 SPCS2P4 SPTBN5 SRP9P1 SRSF6P2 SSUH2 ST13P6 STAG3L3 STAG3L5P SULT1A3 SUMO2P1 SUMO2P21 TCEA1P2 TGM7 THAP12P7 TICRR TLK2P1 TMEM183BP TPM3P5 TROAP TUBA5P TUBAP2 TUBBP1 UBE2SP2 UBQLN4P1 UCA1 ULBP3 VDAC2P5 WASH4P WDR62 XKR7 XRCC6P2 YBX1P1 YTHDF2P1 YWHAZP3 YWHAZP5 ZDHHC8BP ZNF114 LIU_PROSTATE_CANCER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIU_PROSTATE_CANCER_DN ABCC3 ACAA2 ACACB ACKR3 ACOX2 ACTA2 ACTG2 ADAM33 ADAMTS5 ADCY4 ADCY9 ADGRA2 AEBP1 AHNAK2 AHSA2P AJUBA AKAP12 AKR1B1 ALDH2 ALDH3A2 AMY1A ANGPTL1 ANGPTL2 ANK2 ANKDD1A ANKRD35 ANO1 ANXA2 ANXA2P2 AOC1 AOC3 AOPEP AQP3 ARHGAP23 ARHGEF40 ARL10 ARMCX4 ASB3 ATP1A2 ATP2B4 BCL2 BDH2 BEND5 BNIP2 BTG3 BTN2A1 C12orf75 C14orf28 C1QTNF1 C1R C1S C2orf68 C2orf88 CACHD1 CALD1 CAPG CARMN CASP1 CAV1 CAV2 CAVIN1 CCDC136 CCDC50 CCK CCND2 CD248 CDC42EP3 CEACAM6 CELSR2 CERK CFD CFL2 CHN1 CHRDL1 CHST2 CIBAR1 CLIC4 CLIC6 CLIP4 CLMP CLU CNRIP1 COCH COL13A1 COL14A1 COL16A1 COL1A2 COL27A1 COL4A1 COL4A2 COL4A6 COL5A1 COL6A1 COL7A1 COL9A1 CORO1C CPAMD8 CPLX3 CRABP1 CRABP2 CRIM1 CRISPLD2 CRYAB CSRP1 CSRP2 CTSB CX3CL1 CXCL17 CYP3A5 CYP3A7 CYP4B1 CYP4F8 CYS1 DAB2IP DDB2 DDR2 DENND2B DES DKK3 DMD DMKN DNAAF9 DNM3OS DOK4 DPT DPYSL3 DSC3 DSE DST DTNA DUOX1 ECHDC1 ECRG4 EEF2K EFEMP1 EFEMP2 EFS EHD2 EHF ENAH ENO2 EOGT EPAS1 EPB41L3 EPHA2 EPHA7 ETS2 EVA1C EYA4 FADS1 FAM83D FBLN5 FBN1 FBXO17 FBXO2 FCGBP FCHSD2 FERMT2 FEZ1 FGD5 FGFR1 FGFR2 FHDC1 FHL1 FHOD3 FLNA FLNC FLRT3 FOXF1 FOXQ1 FRMD6 FXYD6 FYN FZD7 GABRE GALNT10 GAS6 GATA3 GATM GBP2 GJA1 GJC1 GLIS1 GNAL GPC6 GPD1L GPLD1 GPM6B GPR155 GPR161 GPR87 GPRASP1 GPX2 GRHL1 GRK5 GSTA1 GSTM1 GSTM3 GSTP1 GYPC H3-3B HEPH HLA-E HLF HOXD10 HOXD13 HSPB1 HSPB8 HSPG2 ICA1L ID1 ID4 IGF2 IL33 INAVA INPP1 IRAG1 ISYNA1 ITGA1 ITGA2 ITGA8 ITGA9 ITGB6 ITIH5 JAZF1 KANK2 KCNJ3 KCNJ8 KCNMA1 KIRREL1 KIT KITLG KLF11 KLF8 KLHL29 KRT13 KRT14 KRT15 KRT17 KRT19 KRT23 KRT5 KRT7 KSR1 LAMA4 LAMB1 LAMB2 LAMB3 LAPTM4B LAYN LCAT LDHB LGALS1 LINC00844 LMAN1L LMOD1 LPAR1 LPCAT4 LSAMP LTBP1 LYST MAGI2-AS3 MAP1B MARVELD1 MASP1 MCAM MECOM MEG3 MEIS1 MELTF MET METTL7A MFSD2A MIR100HG MIR205 MME MPZL2 MR1 MRAS MRC2 MRGPRF MSRB3 MUC4 MXRA7 MYH11 MYL9 MYLK MYO15B MYOCD MYOF MYZAP NAP1L1 NAV2 NBL1 NCAM1 NDNF NEFH NELL2 NEMP1 NEURL1B NEXN NHS NHSL2 NID1 NLRP1 NNT NPR2 NR3C2 NTN4 OPTN OSR2 OTULIN P3H3 PALLD PARP6 PCAT4 PCDH7 PCDH9 PDE4A PDGFC PDGFD PDK4 PDLIM1 PDLIM4 PENK PER3 PEX14 PGAP4 PGF PGM5 PGM5-AS1 PGR PIK3R1 PKD2 PLAGL1 PLAU PLCL1 PLEKHA2 PLEKHH2 PLLP PLPP3 PMP22 PNMA8A PODN PPIC PPP1R12A PPP1R12B PPP3CC PRELP PREX2 PRICKLE2 PRIMA1 PRRT2 PRRX1 PRSS23 PTGDS PTGER2 RAB34 RAP1A RARRES2 RASL12 RAVER2 RBM33 RBMS1 RBP1 RBP4 RBPMS RCAN2 RHOJ RIMKLB ROBO1 S100A4 S100A6 S100PBP SALL3 SBSPON SCGB1A1 SCGB3A1 SCPEP1 SCRG1 SCRN1 SCUBE2 SDC1 SEMA3E SEMA6D SEMG1 SEMG2 SERPINA5 SERPINF1 SGCE SGPP2 SH3BGRL SH3GLB1 SH3PXD2A SH3PXD2B SLC14A1 SLC16A14 SLC18A2 SLC24A3 SLC25A12 SLC47A1 SLC4A11 SLC6A6 SLCO3A1 SLFN5 SLMAP SMOC1 SNAI2 SNORD123 SNX7 SORBS1 SORBS2 SOSTDC1 SPARC SPATA18 SPEG SPON1 SRD5A2 SRPX SRSF11 SSPN SSX2IP ST6GALNAC2 STARD4 STOM STOX2 SVIL SYNGR1 SYNPO2 TACC1 TAGLN TBC1D1 TCEAL2 TFCP2L1 TGFB1I1 TGFB2 TGFB3 TGFBR3 TIMP2 TIMP3 TLE2 TMEM100 TMEM185A TMEM200B TMEM237 TMEM35A TNRC6A TNS1 TNS4 TP63 TPM1 TPM2 TPST1 TRAF5 TRIM29 TRIP6 TRO TRPC4 TSC22D3 TSLP TSPAN18 TTC28 TTLL3 TUB TUBA1A TUBA4A TUBB6 TXNL1 U2SURP UBA7 UBE2QL1 UNC5B VAMP5 VANGL2 VAV3 VCL VEGFA VSTM4 WDR1 WDR33 WFDC1 WFDC2 WFS1 WIF1 WNT2B ZBTB47 ZCCHC14 ZNF204P ZNF395 ZNF398 ZNF536 ZNF75D ZNF827 LIU_PROSTATE_CANCER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIU_PROSTATE_CANCER_UP ABCC4 AKR1A1 ALDH1A3 AMACR APRT ARHGEF26 ATF6B BCAM BEND4 BZW2 C9orf152 CADM1 CALR CAMKK2 CANT1 CCL3 CCNG2 CLDN8 CREB3L1 DANCR DNAH5 DNPH1 ECI2 EDRF1 EIF2AK1 EIF4A1 ELK1 ENTPD5 ENTPD6 EPCAM FARP1 FBP1 FLJ20021 FNIP2 GADD45G GALNT7 GDF15 GGCT GJB1 GLYATL1 GMDS GOLM1 GUCY1A1 H2AC25 HID1 HOXC6 HPN ICA1-AS1 IMPA1 LRIG1 LYPLA1 MAP2K6 MARCKSL1 MTHFD2 MYO6 NLE1 NME2 OR51E2 PCA3 PDIA5 PDLIM5 PPM1E PPP1R14B PPP1R9A PPP3CA PTP4A3 PTRHD1 PYCR1 RAB17 RAB3D RAP1GAP REPS2 RNF41 RPL22L1 SAMD5 SEL1L SERP1 SH3RF1 SIM2 SLC19A1 SLC35B2 SLC43A1 SNORD60 SOX4 SOX9 SRPRB ST14 TBC1D4 TMEM161A TMTC4 TP53 TP53INP1 TRGC1 TRIB1 TRIM68 TRPM4 TSPAN13 UAP1 VSTM2L LIU_SMARCA4_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIU_SMARCA4_TARGETS AHNAK ANGPTL4 ATP8B5P BCAM BST2 CA10 CAMK2N1 CCL2 CD53 COL3A1 CRYAA CRYAB CSF1 DHRS3 EBF4 ECM1 EGFLAM GDF15 GPRC5A ID3 IFI27 IFITM1 IFITM2 IGF1 IL32 ITPR3 LGALS3BP LGALS9 LINC00867 LINC02532 LPCAT2 LRRC61 MKX MMP2 NOS1 NUPR1 PARVA PIPOX PODXL S100A13 SLC15A2 SLC25A3P1 SPARC SPRY4 TAGLN TAGLN3 TMEM130 TMEM44 UPP1 VSIR LIU_SOX4_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIU_SOX4_TARGETS_DN ABHD14A ABHD17A ACY1 ADGRG1 AGAP2 AIDA AK2 AKAP17A AKR7A2 ALKBH6 AMACR ANKLE2 AP2S1 APLP2 ARFGEF3 ARIH2 ARMH3 ARPC1A ARPC3 ASPH ATF6 ATP6AP1 ATP9B B4GALT6 BAG6 BCL2L2 BCLAF1 BICD2 BNIP3 BTG3 CAMSAP2 CAPN15 CARS1 CBFA2T2 CBR1 CCND3 CCNG2 CCPG1 CDK16 CDK2 CEBPD CHAC1 CHEK2 CHFR CHKB COX7B CPT1A CTDP1 CUL3 CUL4B CYB5B DAZAP2 DBI DDT DDX11 DECR1 DEXI DFFA DGKZ DHX9 DIMT1 DIS3 DLAT DLG1 DOCK1 DUS1L DYRK3 EGLN1 EHF EIF3A EIF3C EIF4E2 ELF5 ENO1 ENPP4 EP400 EPRS1 ERI3 ETV6 FAF1 FAM13A FAM83H FECH FEM1B FLOT2 FSTL3 FUBP1 FUT11 FUT6 FZR1 GAA GART GAS8 GEMIN2 GMPR2 GNL3L GPATCH2 GPI GRB7 GRN GSE1 GTF3C2 HDLBP HECTD4 HIPK3 HMGA1 HMGCS2 HNRNPU HOXB13 HPS1 HSPA1A HSPA8 IL15RA INF2 IRF9 ITGB1BP1 ITPK1 ITPR3 ITSN2 KCNE1 KCTD15 KDM6A KIAA0319L KIF5C KXD1 LARP1 LDHA LILRB3 LIMK2 LONP1 LPCAT3 LRP5 MAGOH MAP3K4 MAP4 MAPK14 MAPK9 MAPT MECP2 MED6 MED7 MELTF MEN1 MGAT4B MICAL3 MKNK2 MMS19 MOCS3 MRPS12 MSH6 MTA1 MTF2 MTHFD1L MTMR3 MUS81 MVK NCOA6 NDC1 NDUFS7 NFIX NKX3-1 NME2 NME3 NOL7 NOLC1 NSUN5 NUP58 OPA1 P2RX4 PAFAH1B1 PBX1 PCGF6 PDCD4 PDK1 PDLIM5 PEX11A PFKL PGGT1B PI4KA PIAS2 PKN1 PLEKHF2 PMPCA PNPLA4 POLG2 PPAT PPFIA1 PPFIBP1 PPIL2 PPOX PPP1R9B PPP2R2A PRB3 PRDX3 PRKCH PRMT1 PRPF8 PRRG4 PSMC3IP PSME3 PSMG1 PSPH PTBP1 PTGFR PUDP PUM1 RAB14 RAB31 RAB3D RAD1 RAF1 RASSF7 RBBP6 RBCK1 RBM10 RC3H2 RFC3 RGS14 RGS2 RNF41 RPL13 RPN1 RPS28 RPS6KB2 SAPCD2 SCAMP1 SCAMP4 SCNN1A SELENOT SERBP1 SFRP5 SGPP1 SHROOM3 SIN3B SIVA1 SKP2 SLC25A11 SLC35F5 SLC44A1 SMARCA2 SMARCA4 SMARCD3 SMC3 SMPD4 SMYD3 SNHG14 SNX19 SORBS3 SOX12 SPATA5L1 SPATS2 SPG7 SRF SRP72 SRRM1 SRSF1 SRSF5 SSX2IP ST7 STAG2 STAU1 STIL STIP1 SURF6 SYPL1 TBC1D5 TBC1D9B TBCE TCP1 TFPI TMED2 TMEM135 TMEM259 TMEM80 TMF1 TMX1 TNFSF13 TNRC6B TPD52 TPP1 TRAF4 TRAK1 TRIOBP TSC22D3 TUBA1A TUSC3 TWF1 UBA6 UBE2G2 UBE2J1 UBE2M UBE3B UBE3C UFL1 UROS USP10 USP21 USP34 USP5 VAMP3 VDAC3 VEGFA WBP2 WDR26 WDR55 WSB1 YDJC ZDHHC21 ZNF512B ZNF654 LIU_SOX4_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIU_SOX4_TARGETS_UP ADAM10 AGO1 ARHGAP19 ARL4D ATF6B ATP2B4 ATP7A ATR ATRX BCL10 BMPR2 BPGM BRAP BTN3A3 C1orf115 CD24 CES2 CLUAP1 COMMD2 COX7C CREBRF CSF1 CTAGE9 CTTNBP2NL CUX1 DDX18 DENND5A DICER1 DMAC2L DST DUSP5 E2F3 EGFR ELAVL4 ELK3 EMC1 ENPP4 ENPP5 EPDR1 ERLIN2 FAM107B FCN3 FEZ1 FGF6 FUT8 FYCO1 GABARAPL1 GLP1R HBEGF HBP1 HPN HSDL2 IL10RB IL6R ILDR1 INTS9 ISG20 KBTBD4 KIAA0586 KIFC3 KLHL24 KLRC1 LASP1 LEF1 LGMN LHFPL2 LIF LTN1 MAN2A1 MBP MLYCD MORF4L1 MPPE1 NCOA4 NSUN3 PDE6D PDE8A PDGFA PDS5A PLK2 PLPP3 POLDIP3 PPP1CB PPP2R1B PPT2 PRDM2 PRDX6 PRSS23 PTP4A3 PXDN RANBP10 RB1CC1 RBKS RGPD5 RNF213 RP2 RRM2B RYK SLC33A1 SLC5A3 SORL1 SOX4 SOX9 SPSB3 STAM STN1 SUGP1 SUSD6 SWAP70 TBC1D13 TBL1X TBXT THBS1 THRB TLE1 TMED1 TMED10 TMEM143 TMEM158 TMEM184B TMSB10 TNFRSF21 TNFSF10 TSC22D2 TSPAN31 TUBA1A TUT4 UBA3 USP31 USP43 VPS8 VRK2 WBP1L WWTR1 YPEL5 ZC3H12A-DT ZFAND6 ZNF281 ZNF318 LIU_TARGETS_OF_VMYB_VS_CMYB_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIU_TARGETS_OF_VMYB_VS_CMYB_DN ADRB2 ARHGAP24 CCL20 CCNA1 CDC42SE2 CERS6 CHSY1 CLEC5A CMAHP COL4A2 CSF2 CSGALNACT1 DALRD3 DENND10P1 EAF2 EHD1 FAM107B FAM117A GATA3 GNG2 GPR18 IL12B IL23A IL6 KCNA3 KLF5 LINC01215 MAPKAPK2 NKG7 NPIPA1 NRIP3 OXTR PALLD PTPRJ PXK S1PR3 SLC38A1 TFPI2 TM4SF1 TPSAB1 TSC22D3 USP31 VCAN YBX3 LIU_TARGETS_OF_VMYB_VS_CMYB_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIU_TARGETS_OF_VMYB_VS_CMYB_UP AGXT2 C20orf203 CASQ1 CD109 CNBD1 FAM210A FGL2 IL18BP LIPA MYOM3 NAXE PPP1R14D RAB11FIP3 SBSPON WLS ZNF385D LIU_TOPBP1_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIU_TOPBP1_TARGETS AQP3 COQ8A E2F5 ERBB4 HIC1 IGFBP3 MDM2 MPZL2 PAX5 RECQL5 SMR3B TCL6 TP53INP1 TP73 LIU_VAV3_PROSTATE_CARCINOGENESIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIU_VAV3_PROSTATE_CARCINOGENESIS_DN C1R CCN2 CLU CREM GAD2 GPHA2 HDAC7 HSPA5 IFNA7 ITGB1 NR4A2 PPT2 PSAT1 PTGS1 RASGRP1 SYVN1 TH LIU_VAV3_PROSTATE_CARCINOGENESIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIU_VAV3_PROSTATE_CARCINOGENESIS_UP ABCB4 ACTC1 ADIPOQ AGTR1 AMD1 APOD ARG1 ARHGDIB BCL2A1 C1QA C3 C4B CASP1 CCL11 CCN3 CCND2 CD1D CD36 CD74 CDKN2C CFH CTSK CTSS CYBB EDNRB EPHA4 FABP3 FABP4 FBLN1 FCER1G FN1 FUS GBP2 GPNMB GPX3 HDAC9 HPR IBSP IFIT3 IGF1 IGHM IGKC IRF1 ITGB2 ITGB6 KLK3 KRT7 LEP LGALS3 LILRB3 LTBP2 LTC4S LTF MBP MME MMP7 NID1 PITX2 PLA2G7 PLAAT3 PLAT PLEKHB1 PLOD2 PPARG PSMB10 PSMB8 PSMB9 RNASEL RXRG SAT1 SERPINA3 SERPINB1 SFTPD SIM2 SPP1 STAT1 TAC1 TAP1 TGFBR2 TGM2 TIMP2 TIMP4 TLR2 TNC TNFSF10 TNFSF13B TYROBP USP13 WFDC2 LIU_VMYB_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIU_VMYB_TARGETS_UP ABCD3 ABCG2 AGA ALCAM ALDH7A1 ANKRA2 ANP32E AP2B1 ARHGAP26 ARL4C ASRGL1 BAG2 BCOR BCR BNIP3L CA8 CDC42EP1 CFAP20 CLIC4 CRIM1 CSGALNACT2 CTNNAL1 CXCR4 DNAJB5 DPYSL2 EMP3 EPB41L4B ERLIN1 ETFDH EZH2 FABP5 FOXD1 FYN FZD7 GLRX GMCL1 GMNN GNB5 GRB10 H1-10 HECTD4 HIGD2A HSPA12A HSPA2 ICAM3 IDS IL17RB IMPA2 ISG20 JAG1 KCNS3 KLF11 KLHDC2 KLHL7 LHX6 LNPEP LYPD1 MAPKAPK2 MARCHF3 MARCHF5 MED4 MEMO1 MGAT2 MMD MPHOSPH9 MT1H NAGPA NARF NCOA1 NGLY1 NMI NMRK1 NUCB2 NUDT1 NXT2 OVOL2 PCOLCE2 PDCD4 PDE4DIP PHF8 PHLPP1 PIM2 PLCXD1 PLSCR1 PPM1E PRKAR2B PSIP1 PTBP3 PXDN RBM47 RETREG2 RHOQ RNGTT RPL23AP1 RPS6KA2 RUFY3 SAC3D1 SAP30 SATB2 SBNO1 SEC24A SLC1A4 SLC31A2 SLCO3A1 SNX7 SOBP SRD5A1 STARD5 STK17A TACC2 TBC1D31 THAP9-AS1 TMEM30B TMPO TNKS2 TPI1 TRPV2 TUBB6 ULK2 USP25 VCPKMT WASHC3 WDR46 ZBTB1 ZNF318 LI_ADIPOGENESIS_BY_ACTIVATED_PPARG https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_ADIPOGENESIS_BY_ACTIVATED_PPARG ACSL1 ADIPOQ ADRB3 AGT AOC3 CEBPA CFD DGAT1 FABP4 FASN GPD2 LIPE NR1H2 NR1H3 PC PPARG RETN SCD LI_AMPLIFIED_IN_LUNG_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_AMPLIFIED_IN_LUNG_CANCER ABCC3 ADGRG1 AKR1A1 AKR1B10 AKR1C1 ALDOA APRT ARL6IP1 ASCL1 ATP1B1 ATP5MF BGN CALR CANX CBX3 CCT3 CCT5 CD46 CDH1 CDK2AP2 CEACAM5 CEACAM6 CHIT1 CKAP4 CLDN4 CLDN9 COL11A1 COL1A1 COL1A2 COX6A1 CRABP2 CRH CSTB CYCS DAP DDOST DENND2B DPP7 DSP EEF1A2 EEF1D EIF3C ELOC ENC1 ENO1 ERBB2 ERBB3 FGB FGG FSCN1 GALNS GFUS GIPR GPI HAX1 HDGF HPN HSP90B1 HSPA5 HSPB1 HSPD1 HSPE1 HYOU1 IDH2 IGFBP2 IGFBP3 IGKC JTB JUP KDELR1 KPNA4 KRT5 KRT6C KRT7 LAPTM4B LCN2 LDHA LDHB LGALS3BP LTF MAGED1 MALL MARCKSL1 MCL1 MDK MIF MMP12 MSLN MUC1 NACA NME1 NME2 NME4 NQO1 NTS ODC1 P4HB PABPC1 PDCD6 PFKP PFN2 PGD PHLDA2 PKM PLAU PLP2 PLPP2 POSTN PRDX1 PRDX4 PSMB4 PSMD8 PTPRF RAB1A RAN RPL10A RPL13 RPL17 RPL23A RPL27 RPL27A RPL28 RPL30 RPL31 RPL35 RPL36A RPL37 RPL37A RPL38 RPL7 RPL8 RPS10 RPS16 RPS2 RPS20 RPS21 RPS27 RPS4X RPS5 RPS7 S100P SCNN1A SDHA SFN SLC22A18 SLC7A5 SNRPD2 SNRPE SOX4 SPINK1 SPINT1 SPINT2 SPP1 SSR4 STAT1 SUMO2 SYN1 SYNGR2 TALDO1 TFF1 TFF3 THBS2 TIMP1 TKT TOP1 TRAF4 TRIM2 TRIM28 TSPAN8 TUFM TXNRD1 UBE2C UBE2I UCHL1 UGDH UQCRB UQCRH VEGFA XBP1 YIF1A YWHAQ YWHAZ ZNF146 LI_CISPLATIN_RESISTANCE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_CISPLATIN_RESISTANCE_DN ADGRG6 ADM AKR1C1 AKR1C3 AMIGO2 BAMBI CFH CFHR1 CHRDL1 DSEL EDNRB FOXG1 FZD8 GPC3 GSG1 IDO1 JAG1 LAMA4 MARCKS MEST MMP10 PBDC1 PCDH7 PPIC PSG11 PSG8 ROBO2 SEMA6A SKAP1 TDO2 TES XIRP2 ZFP42 LI_CISPLATIN_RESISTANCE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_CISPLATIN_RESISTANCE_UP ADGRL2 ANO3 CCDC171 CDH2 CEMIP2 CKLF COL11A1 CYP1B1 EGLN3 EPHA3 GJA1 HAPLN1 IGF1R IRX3 ITM2A KYNU MGST1 NEBL PEG10 SMARCA2 TFPI2 THSD7A TWIST1 UACA VWDE ZBTB20 LI_CYTIDINE_ANALOGS_CYCTOTOXICITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_CYTIDINE_ANALOGS_CYCTOTOXICITY ARL2BP CENPB ESR2 FKBP5 GCAT INPP5F MAP4K4 MGMT MYBBP1A NT5C3A PATZ1 RIOX1 TLE4 TPMT TRRAP LI_CYTIDINE_ANALOG_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_CYTIDINE_ANALOG_PATHWAY CDA CMPK1 DCK DCTD NT5C NT5C1A NT5C1B NT5C2 NT5C3A RRM1 RRM2 RRM2B SLC28A1 SLC28A2 SLC28A3 SLC29A1 SLC29A2 LI_DCP2_BOUND_MRNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_DCP2_BOUND_MRNA ACBD3 ADA AP2S1 APEH APRT BAZ1A BHLHE40 BID CHAF1A CHMP2A CUEDC2 CYC1 DCXR DEAF1 DGCR6 DLEC1 DNTTIP2 DUS1L EDF1 EEF1D EIF3G ELOB ENO1 ETFB EXOSC4 FAHD2A FAM50A FLII GATAD1 HMOX2 HSD17B10 HSP90B1 IDH3G JMJD6 LBHD1 LSM3 MAP2K2 MRPL12 MRPL23 MRPS11 MRPS12 MRTO4 MTX1 MYG1 NAA10 NAA15 NARF NDUFA13 NDUFB7 NDUFS7 NDUFS8 NME6 NOL7 NOP53 NOP56 NQO2 NT5DC2 PDXK PHGDH PI4KAP1 PITRM1 POLR2L PPIB PPP1R7 PRPF40A PSMC3 PSMC5 RFC2 RPS5 RPSA RUVBL2 SAP30BP SCO2 SMC3 SPEN SRRM2 TACO1 TPR TRAPPC2L TRIB3 TSPAN31 TST TTC3 UBXN6 UFC1 UQCRC1 WDR45 WDR74 ZNF593 LI_INDUCED_T_TO_NATURAL_KILLER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_INDUCED_T_TO_NATURAL_KILLER_DN ABHD8 ACSS1 ACTA2 ACTN1 ACVR2B ADGRE5 ALDH2 ALKBH1 ANP32E AQP11 ARHGAP15 ART4 BCL11B BCL7A BGN BRD3 C17orf67 C3 CCL15 CD2 CD27 CD3D CD6 CD81 CDCA7 CELF2 CENPV CHCHD3 COL5A1 COL6A1 COX6A2 CRYL1 CTLA4 CTSE CXCL12 DAP3 DGKA DNTT DPP4 DTX1 EBF3 ENDOU EPHX1 ETS1 ETS2 FAM169BP FAM78A FBP1 FRAT2 FYB1 GFI1 GLDC GPR83 H3-3A HDAC7 HIBADH IGF1R IGIP IL17RB ILVBL INAFM2 ITPR2 KLHL24 KMT2A LLGL1 LMAN2L LOX LY6D MAPK1 MARCKS MIB2 MMP2 MSH6 MTF2 N4BP2L1 NAV1 NAXD NCK2 NIPBL NISCH NOTCH3 NT5DC2 OLFML3 PARD6G PDK1 PDLIM4 PDXP PITPNM2 PLD4 PLEKHG2 POU6F1 PPARGC1B PPP1R1C PRELP PRKCB PRKCD RAMP1 RAPGEF3 RGCC RGL2 RHNO1 RMND5A RNPEPL1 RPS6KL1 RRP12 SATB1 SETD1B SH2D1A SLA SLC16A5 SLC29A1 SLC5A9 SLF2 SNAI3 SNX30 SOX4 ST6GAL1 STK4 STRBP TACC1 TAPT1 TBXA2R TCF7 TDRP TMEM108 TMEM121 TPCN1 TPST1 TRBV30 TRIB2 TRIM28 TSPAN32 TTC3 TXNIP XRCC6 ZER1 ZNF260 LI_INDUCED_T_TO_NATURAL_KILLER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_INDUCED_T_TO_NATURAL_KILLER_UP ADGRG3 ADGRG5 AHNAK ALDOA ANKH ANXA2 APOBR AQP9 ARAP3 ARF6 ARFGEF3 ARL6IP5 ARSB ASAH1 ASB2 AVIL B3GNT8 B4GALNT2 B4GALNT4 BAG3 BATF BATF3 BBLN BHLHE40 BSCL2 C15orf48 C1orf21 CALHM6 CAPG CAPN2 CAPNS1 CAPZB CASP1 CASTOR1 CCDC102A CCL3 CCL4 CCL5 CCN2 CCND2 CCNG1 CCR5 CD160 CD244 CD52 CD63 CD69 CD7 CD9 CDKN1A CDKN2A CDKN2B CHSY1 CISH CLDND1 CLNK COMT CORO1C COTL1 CRYBG1 CRYBG2 CSTB CTNNA1 CTSW CX3CR1 CXCL9 CXCR3 CXCR5 CYB5R4 CYP51A1 DAPK2 DCXR DENND3 DENND4A DHRS11 DOK2 DUSP5 DUSP6 DYRK3 ECI1 EGR1 EGR3 EHD4 ELOVL1 EMILIN2 EMP1 ENDOD1 EPOP ERRFI1 EVI2A F2R F2RL2 FAM185A FAM20A FCER1G FCGR2A FES FHL2 FNBP1 FOSL2 FTL FURIN FXYD4 FXYD5 GADD45G GBP2 GCNT1 GCNT2 GDPD5 GFOD1 GLIPR1 GLIPR2 GLRX GNG2 GOLM1 GPC1 GPR15 GPR18 GPR34 GPR68 GRAMD1B GSTP1 GVINP1 H1-2 HAAO HAVCR2 HBA2 HGFAC HHEX HK2 HLA-H HMGCS1 HOPX HSD11B1 HVCN1 ID2 IER3 IFI30 IFITM1 IFITM2 IFITM3 IFNG IL18R1 IQGAP2 IRAK2 IRGM ITGAD ITGAE ITGB7 JAML JUNB KCTD10 KHNYN KIAA1671 KIR3DL1 KIT KLHL30 KLK8 KLRD1 LAG3 LASP1 LAT2 LGALS1 LGALS3 LGALS3BP LITAF LMNA LRP12 LRRC8C LRRK1 LTA LTB4R LY6G5B MAPKAPK3 MED10 MED11 MFSD10 MIAT MINDY1 MLKL MSMO1 MT1A MVP MYL6 MYO1E MYO1F MYO1G NAPSA NCF4 NDFIP1 NEURL3 NFIL3 NFKB1 NIBAN2 NKG7 NRGN NT5E OSBPL3 OSM OSTF1 OTULIN P2RY14 PDGFA PDLIM7 PDZK1 PEA15 PGLYRP1 PIGZ PILRB PIM3 PKP3 PLCG2 PLEKHO2 PLP2 PLPP2 PLSCR1 PLTP PPIB PPP3CC PRDX4 PRELID2 PRMT2 PRR13 PRR7 PRRC1 PTMS RAB19 RAB3D RAB4A RBMS1 RGS1 RHOF RIOX2 RNF19B ROM1 S100A1 S100A10 S100A11 S100A13 S100A4 S100A6 SAMD9L SCCPDH SCIMP SCIN SDF2L1 SEC61B SELENOS SEMA4A SERP2 SERPINA3 SERPINB6 SERPINE2 SERTAD1 SGK1 SH2D1B SH3BGRL3 SH3BP2 SIDT1 SIRT3 SLAMF7 SLC19A2 SLC24A3 SLC2A6 SLC39A4 SLC52A3 SMAGP SMCO4 SNX18 SPP1 SRGAP2 ST3GAL6 STX11 STX7 SULT2B1 SUSD3 SYPL1 SYTL2 TAF9B TENT5A TES TF TFDP1 TIAM1 TIRAP TMBIM4 TMEM120A TMEM126A TMEM141 TMEM154 TMEM158 TMEM238 TNF TNFRSF11B TNFRSF18 TNFRSF9 TNFSF10 TPST2 TRAF1 TRPM6 TSPO TUBA1C TUBB6 TYROBP UAP1L1 UPP1 VASH1 VIM VPS29 VPS50 VTI1B XBP1 XCL1 ZBTB32 ZCCHC18 ZNF296 ZNF608 LI_LUNG_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_LUNG_CANCER ALDH1A1 CALR CCNE1 CDC25B CDC42 CSF2 DPF3 EEF1A2 EEF1G EIF5A FABP5 FGR GSTM4 GSTP1 HAP1 HCK HP HSPB1 IGFBP3 KIF11 KRT17 KRT18 KRT19 KRT8 LGALS1 MAP4 MCM3 MDM2 MMP7 NFKB1 P4HB PGK1 PRDX1 PSMB6 RABGGTB RAC1 RHOA S100A2 TUBB YWHAZ ZBTB17 LI_PROSTATE_CANCER_EPIGENETIC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_PROSTATE_CANCER_EPIGENETIC ABCB1 APC AR CAV1 CCND2 CD44 CDH1 CDH13 CDKN2A CPA3 CXADR DAB2IP DAPK1 DDX53 EDNRB ESR1 ESR2 GSTP1 HIC1 HPSE KLK3 LAMA3 LAMB3 LAMC2 MGMT PLAU PTGS2 PXMP4 RARB RARRES1 RASSF1 VDR LI_WILMS_TUMOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_WILMS_TUMOR ADGRG2 APOC1 BRINP1 CHRDL1 CHST1 COL13A1 COL2A1 CRABP2 ETV4 EYA1 FOXG1 FZD7 GLI3 HAS2 HMGA2 HOXA11 HOXA9 INHBB LYPD1 MEOX1 MN1 NNAT PAX2 PRAME SALL2 SIX1 WASF3 LI_WILMS_TUMOR_ANAPLASTIC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_WILMS_TUMOR_ANAPLASTIC_DN CASP10 IFI16 RBBP6 STAT4 TACC1 LI_WILMS_TUMOR_ANAPLASTIC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_WILMS_TUMOR_ANAPLASTIC_UP CCNA1 CDCA3 CENPA CENPF G3BP2 HAT1 HTT KIF2C KPNA2 MKI67 NCAPH NUSAP1 PCGF3 RAD54L RFC3 RFC4 TTK LI_WILMS_TUMOR_VS_FETAL_KIDNEY_1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_WILMS_TUMOR_VS_FETAL_KIDNEY_1_DN ABCA2 ACP1 ADD2 ADIPOR2 ANKLE2 APOBEC3B ASNS AURKA AURKB BAZ1A BAZ1B BCL7A BLM BOP1 BRCA1 BTAF1 BUB1B BUB3 CACNB3 CADM1 CBX5 CCNB2 CCND2 CCT3 CDC20 CDC25C CDH2 CDK1 CDK2 CDKN3 CENPF CHAF1A CHN1 CHST1 CIT CKAP5 CKS1B CKS2 COL13A1 COL2A1 CRABP2 CXCR4 DDX1 DDX23 DDX52 DKC1 DLG5 DLGAP5 DNAJC9 ELOVL2 ESPL1 ESYT1 EYA1 EZH2 FADS1 FADS2 FAM216A FANCI FEN1 FZD7 GARS1 GCN1 GPC1 GREB1 GTF3C2 H2AZ1 HINFP HMGA2 HOXA9 IARS1 ILF2 KIF11 KIF14 KIF23 KIF2C KIFC1 KPNA2 LIG3 LMNB1 LRP4 MAD2L1 MAP4K4 MARS1 MCM2 MCM6 MELK MEOX1 MKI67 MLXIP MN1 MPHOSPH9 MSH2 MSH6 MTHFD2 MYL6B NAP1L1 NASP NCBP2 NELL2 NME1 NOLC1 NR2C1 NUP188 NUP205 PARP1 PBX3 PCBP2 PCLAF PCNA PFKP PLK4 POLE3 PPP2R2A PRIM1 PRIM2 PRPF40A PRRC2B PTTG1 RFC5 RNASEH2A ROR2 RRM1 RSRC2 SACS SALL2 SCRN1 SEPTIN6 SHMT2 SIX1 SLC16A1 SMC4 SNRPA1 SNRPF SPAG5 SRPK1 SS18 SSRP1 ST6GAL1 STMN1 STRAP SV2A TAF5 TARBP2 TCERG1 TIA1 TIMELESS TMSB15A TOP2A TOPBP1 TP53BP2 TPX2 TRIP13 TTK TXNRD1 UCK2 UNG WASF3 XPOT XRCC5 YAF2 YARS1 YWHAZ ZNF423 ZNF516 LI_WILMS_TUMOR_VS_FETAL_KIDNEY_1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_WILMS_TUMOR_VS_FETAL_KIDNEY_1_UP ACOT2 ACSL1 ACSM3 AGRN AHNAK AKR1C3 ALCAM ALDH1A1 ALDH4A1 ALDH6A1 AMOTL2 ANGPT1 ANK3 ANXA3 ANXA4 APOE APOM ASAH1 ATP10D ATP1A1 ATP1B1 ATP5MG AXL BLVRB BPGM CA12 CARD10 CAST CAV2 CD2AP CDH1 CDH5 CDKN1C CDS1 CEBPD CLDN3 CLU COL1A2 COL4A5 CPVL CRADD CREBL2 CRIM1 CRYAB CRYZ CTDSPL CTSH CTSO CX3CL1 CYB5A DAB2 DST DSTN DUSP9 DYNC2LI1 EFR3A ELF1 ENPEP ERBB4 ERG ETS2 FAM3C FGF9 FGFR3 FPGT FRY FUCA1 GADD45A GLUD2 GNAI1 GNG11 GNG12 GPRC5B GUCY1A1 HERPUD1 HOXD8 HPN IFIT1 IGFBP7 IL10RB IL1R1 IL27RA IMPA2 IQCK IQGAP1 IQGAP2 ITM2B ITPRID2 KAZN KCTD12 KDR KIF13B KIFC3 KRT19 LAMP2 LDB2 LEPROT LLGL2 LRRC32 LYN MAF MAGI2 MAN2A1 MATN2 MECOM MERTK MITF MPC2 MSMO1 MTMR6 MXRA8 MYH9 MYLK MYOF NCOA3 NR3C1 OLFML2A OXCT1 PATZ1 PDE6B PDE8A PDXK PDZRN3 PEX7 PGRMC2 PLAU PLCG2 PLPP1 PLS1 PLS3 PMP22 PODXL PPL PPP1R3C PPP2R5A PRCP PRNP PRPS2 RAB22A RBPMS REEP5 RGL1 RIDA S100A10 SCP2 SDHD SELENOP SEMA3C SEPHS2 SERINC5 SERPINF1 SLC22A5 SLC30A1 SLC35A3 SLC37A4 SMPDL3A SP100 SPP1 ST3GAL6 SYNGR2 TACSTD2 TBC1D9 TCF21 TEK TFPI TGFBR2 TGOLN2 THSD7A TMED5 TNFAIP8 TOB1 TOM1L1 TPST1 TRAM2 TRIM2 TSPO UGCG VEGFA VLDLR XBP1 ZEB2 ZNF124 ZNF44 LI_WILMS_TUMOR_VS_FETAL_KIDNEY_2_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_WILMS_TUMOR_VS_FETAL_KIDNEY_2_DN AGRN AGT ALCAM ANGPT1 APOE BMP7 CDH1 CDH11 CDH6 COL4A1 COL4A2 COL5A1 CX3CL1 DAB2 DDR2 DLK1 DPEP1 EGF ERBB2 FRZB FZD1 GATA3 GNG11 GPC4 IGF1R IGFBP5 IGFBP6 INHBA ITGA2 ITGAV KLF10 LHX1 MYC PELO PMP22 RARG RET RUNX3 SDC1 SELENOP SEMA3C SPP1 TGFA TGFBR2 TGFBR3 THBS1 TIMP3 VEGFA LI_WILMS_TUMOR_VS_FETAL_KIDNEY_2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_WILMS_TUMOR_VS_FETAL_KIDNEY_2_UP BIRC5 CRABP2 DDX1 EFNB3 ENC1 EZH2 H2AZ1 HEXB HMGA2 HOXA1 HOXA10 HOXD9 IGF1 IGF2 MEOX1 MYCN NAP1L1 NCAM1 NCAM2 NGFR NSD2 PRIM1 ROR2 SET SLC43A3 STMN1 VCAN LOCKWOOD_AMPLIFIED_IN_LUNG_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LOCKWOOD_AMPLIFIED_IN_LUNG_CANCER ABCC5 ABCF2 ADAR AGO2 AGPAT1 AIP AKT1 ALKBH4 ANAPC15 AP2M1 AP4S1 APIP ARHGAP5 ARHGAP9 ARHGEF11 ARNT ATF6 ATP6V1C1 B4GALT3 BAZ1A BCL11B BLCAP C14orf132 C5orf22 CALM1 CAPZA2 CAT CAV2 CCDC107 CCDC127 CCDC85C CCS CCT5 CCT6A CD44 CD84 CDK4 CDK5 CERS2 CFL2 CKS1B CLCN2 CLPTM1L COCH COPS6 CORO1B CPSF1 CRKL CTSF CTSK CUL2 DAP DDIT3 DDX10 DEDD DENND4B DHCR7 DPP3 DUSP12 DVL3 DYNLT2B EAPP EEF1AKMT4 EGFR EIF4G1 FADD FAM131A FAM177A1 FASTK FASTKD3 FIGNL1 FJX1 FKBP9 GCDH GEMIN2 GFUS GNB2 GNS GPAA1 HAX1 HDGF HYOU1 IGSF8 ILF2 INPPL1 JPH1 JTB JTB-DT KCNH2 KDM2A KLC1 LAMTOR1 LANCL2 LPCAT1 LSM8 LY6E MAF1 MAFB MAGEF1 MANBAL MBD6 MBIP MCM7 MED15 MET METTL1 MFN1 MIPOL1 MRM2 MRPL11 MRPL23 MRPL36 MRPL9 MRPS17 MTRR MYC MYNN NAT10 NAXE NDUFB5 NDUFS2 NDUFS6 NFKBIA NIPSNAP2 NKX2-1 NPR1 NRDE2 NUBP1 NUDT1 NUMA1 OPA1 OTULIN OTULINL P2RY6 PARD3 PAX9 PBX1 PC PCID2 PCYT1A PDCD6 PHC3 PI4KA PI4KB PIK3CA PIP5K1A PLD1 PMF1 PMVK PNN POGZ POLD4 POLR2H POLR2J PPFIA1 PPP1CA PPP1R16A PPP1R3D PPP2R3C PRCC PRORP PSMB4 PUF60 PYGO2 RAD23A RBM4 RIT1 RMI2 RPS27 RTN4R S100A11 S100A13 S100A6 SDHA SEC23A SEC61G SEC62 SETDB1 SHC1 SIVA1 SKIL SLC12A7 SLC39A1 SLC4A2 SMIM12 SNAP29 SNAPIN SNX6 SRD5A1 SRP54 SSR2 STRN3 TAF6 TARS1 TDRKH TECPR2 TENT4A TES TFDP1 TFRC TMEM134 TMEM191A TPM3 TRIM44 TSFM TTC8 TUFT1 USP13 USP21 VEGFA YKT6 YY1 ZNF277 ZNF3 ZNF74 ZSCAN21 LOPES_METHYLATED_IN_COLON_CANCER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LOPES_METHYLATED_IN_COLON_CANCER_DN APC BDNF CDKN1C CDKN2A DRD1 EBF3 EPM2AIP1 ERCC1 FHIT GATA3 GRIN2B GSTP1 MLH1 MSH6 NR3C1 PITX2 RBP1 RPA2 RPA3 RUNX3 SMAD6 SORBS3 TERT TFAP2A THBS1 THRB TP73 TSHR LOPES_METHYLATED_IN_COLON_CANCER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LOPES_METHYLATED_IN_COLON_CANCER_UP APBA1 APBA2 CCND2 CDKN2A DLEC1 ESR1 ESR2 GAD1 GDNF HIC1 IFNG ITGA4 MGMT MT1A MT1G MYOD1 NKX2-1 OPCML PENK PYCARD RARB RARRES1 SCGB3A1 SFRP1 SOCS1 TMEFF2 TNFRSF10C TWIST1 LOPEZ_EPITHELIOID_MESOTHELIOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LOPEZ_EPITHELIOID_MESOTHELIOMA ADCYAP1 ANXA9 BICDL1 CLDN15 COBL ELMO3 GPR37 GRB7 HP ID4 KLK11 LRP2 LRRC1 PRR15L PTPRF UPK1B UPK3B LOPEZ_MBD_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LOPEZ_MBD_TARGETS AATK ABCB6 ABCC2 ABCC5 ABCD1 ABHD2 ACADVL ACSS2 ACTA1 ACTN1 ACTN2 ACTN4 ACTR1A ACTR1B ACTR3B ADA ADCY7 ADD3 ADGRE3 ADIPOR2 ADSL AGO1 AGPAT2 AGPAT3 AHCY AIF1L AIP AK4P3 AKAP9 AKT1S1 ALAS1 ALDH3B1 ALDH5A1 ALDH9A1 ALDOA ALDOB ALPL AMBRA1 ANAPC15 ANO6 ANXA1 ANXA11 ANXA4 ANXA5 ANXA7 AP3S1 AP4M1 APEX1 APH1A APLN APLP1 APLP2 APP APRT AREG ARHGDIA ARHGEF2 ARID4B ARL2 ARL6IP4 ARMCX2 ARMCX4 ARPC3 ARPC4 ASF1B ATF1 ATF4 ATG7 ATG9B ATP1B2 ATP5F1C ATP5MC2 ATP5MF ATP5MK ATP6V0B ATP6V0C ATP6V0D1 ATP6V1F ATP6V1G1 ATRAID AXL AZGP1P2 BAZ2B BCAS2 BCL7B BEX3 BIRC3 BIRC5 BLVRB BMP1 BMP4 BNIP3L BPGM BRAF BRINP1 BTBD19 BTF3 BTF3L4 BTG1 BTG3 BUB1 C15orf39 C1QC C1orf174 C2CD2 C5 C5orf15 C7 CA9 CAPN1 CAPN12 CAPN5 CAPZB CARHSP1 CASP2 CATSPERZ CCDC22 CCDC6 CCDC88C CCL19 CCL26 CCL3L1 CCN1 CCNB2 CCNI CCS CCT3 CCT4 CCT5 CCT6P1 CD27 CD53 CD63 CD70 CD99L2 CDC34 CDC37 CDC42 CDC42EP1 CDH15 CDH16 CDH5 CDK1 CDK11A CDK16 CDK2 CDK20 CDK2AP2 CDK5 CDK5RAP3 CDKN1A CDKN1C CEBPA CELA2A CETN2 CFL1 CGB3 CHD5 CHMP1A CHMP4A CISD1 CISD3 CKB CLCF1 CLEC2B CLPB CLUH CNBP CNKSR1 CNTN2 CNTNAP1 COL11A2 COL4A2 COL8A2 COMMD1 COMMD6 COPB2 COQ4 CORO1A CORO2A COX20 COX8A CPSF7 CPT2 CRADD CRAT CREBBP CREG1 CRIM1 CROCCP2 CRY1 CSE1L CSF1R CSF3R CTBP2 CTDSPL CTNNB1 CTPS1 CTSC CTSH CTSK CTTN CUL4A CX3CR1 CYB561A3 CYCS CYFIP2 CYP21A2 CYP2A6 CYP51A1 CYP8B1 CYTL1 DAZAP1 DAZAP2 DCTN6 DDB1 DDT DDX21 DDX23 DDX3X DECR2 DFFA DGCR6L DHFR DHRS11 DISP3 DLD DLK1 DMAP1 DNAAF5 DNAI1 DNAJC4 DNAJC8 DNPH1 DOK4 DOT1L DPH7 DRAP1 DSC2 DTYMK DUSP3 DUT DYNC1I2 E2F4 EBNA1BP2 ECH1 ECM1 EDC4 EEF1D EEF2 EHD2 EIF1 EIF1AX EIF2A EIF2S1 EIF2S2 EIF3CL EIF3E EIF3H EIF3I EIF3J EIF3K EIF4A1 EIF4B EIF4G3 EIF6 ELAC1 ELF4 ELK3 ENG ENKD1 ENO1 ENO3 ENOX2 ENTR1 ENTREP3 EOLA2 EPAS1 EPHA1 EPHB4 EPO EPS15L1 ERAP1 ERG ERLIN1 ERRFI1 ESRRA EVL EVPL EWSR1 EZR F8A1 FABP1 FAH FAM107A FAM110D FAM234A FAM241B FAM3A FAM89B FANCA FANCC FASTK FBXO2 FBXO34 FBXO4 FBXO42 FBXO7 FBXW2 FCN1 FDX1 FDXR FES FGF11 FGF19 FGFR1 FGFR3 FGFR4 FGG FIP1L1 FKBP8 FLI1 FN1 FNDC3A FNTA FNTB FOLR1 FOXK2 FOXN3 FTSJ1 FUBP1 FUT11 GABARAP GABBR2 GADD45B GAL GANAB GARS1 GAS7 GAS8 GDI2 GGTLC2 GHDC GHITM GJB3 GLE1 GLO1 GLRX GNAQ GNAZ GNB1 GNG10 GNS GOLGA6L9 GOT1 GPC3 GRK5 GSTM3 GSTP1 GTF3C4 GUSB H1-2 H2AC7 HCLS1 HDAC11 HDAC5 HDGF HDHD2 HES2 HLA-B HLA-E HLA-F HMGB1 HMGN2 HMGN4 HNMT HNRNPF HNRNPH2 HNRNPL HOXC4 HPRT1 HSBP1 HSPA1L HSPA8 HSPB1P2 HSPG2 HTR6 HUWE1 HYAL1 IARS1 IDH3G IFI30 IFI6 IFITM1 IFITM2 IFITM3 IFRD1 IGF1R IGFBP2 IL10RB IL13 IL1R1 IL27RA ILF2 ILF3 IMPDH1 INPP5B INSIG1 IPO7 IPPK IRAK1 IRAK3 IRX4 ITGA11 ITGA2 ITGA5 ITGB7 ITIH3 ITM2B ITPRID2 JUNB KCTD20 KDELR1 KDM1A KIAA0319L KIAA2013 KIF11 KMT2A KPNA1 KPNB1 KRT14 KRT17 KRT5 KRT7 KRTAP5-9 LAPTM4A LDHA LFNG LGMN LHB LINC00484 LITAF LRP5 LRPAP1 LRRC41 LRRFIP1 LTBP3 LTBR LTF LYPLA1 LYZ MAG MAGEA8 MAL MALT1 MAP2K5 MAP3K10 MAP3K11 MAP4K2 MAPK10 MAPK3 MAST2 MAT1A MAT2A MAX MAZ MBTPS1 MCM3 MCTS1 MEA1 MEAF6 MED13 MED16 MED22 MED27 MED7 MEG3 MEI1 MEN1 METTL23 MFAP1 MFNG MFSD12 MICALL2 MIDEAS MIER1 MINK1 MLLT3 MMP1 MMP2 MMRN2 MOK MORN1 MRFAP1 MRPL15 MRPS27 MRRF MRTO4 MSH2 MT1X MT2A MTG2 MTM1 MUL1 MUS81 MUTYH MXD4 MYBL2 MYC MYCBP2 MYL11 NAALADL1 NAP1L1 NAXD NBPF1 NCAM1 NCF1 NCOA4 NDUFAB1 NDUFB3 NDUFB7 NDUFC1 NDUFS3 NDUFS8 NDUFV1 NDUFV2 NEAT1 NECAB3 NEK7 NFKBIA NFKBIL1 NHERF1 NKG7 NKIRAS2 NME3 NOSIP NPC2 NPDC1 NPEPL1 NPPB NQO2 NR2F6 NR4A1 NRG2 NSA2 NSF NSMCE1 NSUN3 NUBP2 NUCB2 NUDCD3 NUDT1 NUDT21 NUMA1 OBP2B OSTC OTUB1 OVOL1 OXA1L P2RY6 PA2G4 PACS1 PAICS PARVG PATL1 PAX8 PAXIP1 PAXX PCBP2 PCDH12 PCDHB2 PCID2 PCMT1 PCNA PDCD10 PDCD5 PDHA1 PDK2 PFDN6 PFKM PFN1 PHB1 PHF19 PICALM PIEZO1 PITPNM1 PKM PKN3 PLA2G15 PLAAT3 PLPP2 PLSCR3 PMM1 PMPCA PNPO POGLUT3 POLD4 POLE4 POLR1D POLR2F POLR2H POLRMT POU2F2 POU5F1 PPA2 PPHLN1 PPIB PPIC PPIE PPIF PPIH PPIL2 PPP1CA PPP1CB PPP1CC PPP1R10 PPP1R12B PPP1R13B PPP1R15B PPP2CB PPP2R1A PPP2R5D PPP3CA PPP3CC PPP6C PRDM2 PRDX1 PRDX2 PRELID1 PRKCG PRKCSH PRKXP1 PROCR PSMA1 PSMA2 PSMA4 PSMA5 PSMB10 PSMB3 PSMB4 PSMB7 PSMB9 PSMC2 PSMC3 PSMC4 PSMD12 PSMD8 PSMD9 PSME2 PSME3 PTGES3 PTH1R PTP4A1 PTPN11 PTPRF PTPRN PTPRU PTTG1 PTTG1IP PUF60 PVALB PXDN QKI QSOX1 RAB10 RAB1A RAB2A RAB31 RAB37 RAB3A RAB5C RAB6A RAB8A RAB9A RABGGTA RABIF RACK1 RAD50 RAD51 RAD54L RAF1 RALGDS RAN RANGAP1 RAP1A RAP1B RARA RBBP4 RBM5 RBM7 RBX1 RCE1 RFC3 RGS3 RHEB RHOA RHOB RHOC RIN1 RING1 RIPK2 RNF113A RNF121 RNPEP RNPEPL1 ROMO1 ROR2 RPAIN RPL10A RPL11 RPL18 RPL24 RPL31 RPL31P7 RPL35A RPL36AL RPL37 RPLP0 RPN1 RPS14 RPS19 RPS2 RPS21 RPS24 RPS27L RPS6KA1 RPS6KB2 RPS7 RPS8 RRAS2 RRM1 RRM2 RRP12 RSAD1 RSPRY1 RUVBL1 RXRA RYR1 S100A10 SAAL1 SCARB2 SDC3 SDC4 SEC16A SEC61A1 SEC61B SECTM1 SELENOP SELPLG SEMA3C SEMA4C SEMA4D SEPTIN7 SERF1A SERINC2 SERPINA1 SERPINA5 SERPINA6 SERPINE1 SERPING1 SERPINH1 SET SF3A1 SFN SFXN4 SGCB SGK1 SH2B1 SHC1 SHOX2 SIGLEC7 SIKE1 SIVA1 SKP2 SLC12A4 SLC15A3 SLC19A1 SLC22A18 SLC29A2 SLC2A1 SLC2A8 SLC2A9 SLC35B1 SLC43A1 SLC43A3 SLC45A1 SLTM SMAD5 SMARCC2 SMARCD1 SMARCD3 SMCO4 SNAP47 SNCG SNRPF SNX1 SOD1 SOGA1 SON SORBS1 SP1 SPARC SPCS1 SPIDR SPIN1 SPINT2 SPP1 SPRR2C SPRR2G SPTAN1 SRA1 SREBF2 SRGN SRSF4 SSBP3 SSNA1 SSU72 ST13 ST6GALNAC5 STAP2 STAR STARD4 STAT5A STIP1 STK4 STK40 STMN1 SUB1 SUPT5H SUPT6H SVEP1 SYT12 TARBP1 TBC1D25 TBCA TBCD TCEA1 TCIRG1 TCOF1 TENT4A TERT TFAM TFDP1 TFG TG TGFB1I1 TGFB2 TGIF1 TGS1 TH THAP8 THBD THOC2 THRA TKFC TLE6 TM7SF2 TMEM234 TMEM248 TMEM258 TMEM50A TMEM53 TNC TNFSF11 TOMM40 TOMM7 TOP2A TOP2B TP53BP2 TP53I3 TPD52L2 TPM3 TPRG1L TPT1 TRAF5 TRAP1 TRAPPC9 TRRAP TSC22D1 TSPAN3 TSPAN32 TSSC4 TUBA1A TUBA3C TUBA4A TUBB2B TUBB3 TUBBP5 TUBG1 TUSC3 TXN2 TXNDC17 TXNRD1 UBA1 UBA52 UBAC1 UBE2A UBE2B UBE2C UBE2D2 UBE2D3 UBE2I UBE2M UBE2S UBTD2 UBXN11 UCK2 UGT3A1 UIMC1 UPF1 UPP1 UQCR11 URM1 USP20 USP22 USP5 USP9Y VCL VHL VIL1 VPS8 VRK1 VTN VWA1 WARS1 WDR18 WDR45 WDR82 WDR89 WIPF1 WNT5B WWC1 XPA XPO7 XRCC1 XRCC5 YBX3 YES1 YWHAE YWHAQ YY1AP1 ZBTB25 ZBTB46 ZBTB8OS ZFP91 ZNF320 ZNF43 ZNF496 ZNF518A ZNF592 ZNF692 ZNF75D ZNF79 ZNHIT2 LOPEZ_MBD_TARGETS_IMPRINTED_AND_X_LINKED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LOPEZ_MBD_TARGETS_IMPRINTED_AND_X_LINKED ABCD1 EIF1AX FAM3A GPC3 HDGF IDH3G IGF2 IL3RA IRAK1 MAGEA6 MEG3 MTM1 NXT2 PDHA1 SDHD UBA1 UBE2A LOPEZ_MESOTELIOMA_SURVIVAL_TIME_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LOPEZ_MESOTELIOMA_SURVIVAL_TIME_DN ALDH2 BTG2 CFI HP NR4A2 RARRES1 ST6GAL1 LOPEZ_MESOTELIOMA_SURVIVAL_TIME_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LOPEZ_MESOTELIOMA_SURVIVAL_TIME_UP ACOT7 AURKA BIRC5 CDC25C DCLRE1B FLNB JPT1 KIF4A MBOAT2 MELK MRGBP PIMREG PLXNA3 TRIP13 LOPEZ_MESOTHELIOMA_SURVIVAL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LOPEZ_MESOTHELIOMA_SURVIVAL_DN CCNA1 CD24 COL5A1 ENAH FOXJ3 HACD2 NEK2 PLXNA3 TNIK TTLL12 TUBB2A VCAN LOPEZ_MESOTHELIOMA_SURVIVAL_OVERALL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LOPEZ_MESOTHELIOMA_SURVIVAL_OVERALL_DN CCND1 CD24 COL5A1 DLGAP4 FLNB HOXB6 JPT1 MBOAT2 NEK2 PIMREG PLXNA3 PSRC1 STC2 TGFB1I1 TUBB2A LOPEZ_MESOTHELIOMA_SURVIVAL_OVERALL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LOPEZ_MESOTHELIOMA_SURVIVAL_OVERALL_UP ADH1B CFI FAM117A HP IL6R METTL7A N4BP2L1 ST6GAL1 LOPEZ_MESOTHELIOMA_SURVIVAL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LOPEZ_MESOTHELIOMA_SURVIVAL_UP ADH1B CREBL2 CRYBG3 FABP5 FAM117A GMPR IL6R KIAA0040 N4BP2L1 NDUFB8 PCBP2 UBA7 LOPEZ_MESOTHELIOMA_SURVIVAL_WORST_VS_BEST_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LOPEZ_MESOTHELIOMA_SURVIVAL_WORST_VS_BEST_DN CADPS2 CFI CHI3L1 FAM117A HP RARRES1 ST6GAL1 LOPEZ_MESOTHELIOMA_SURVIVAL_WORST_VS_BEST_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LOPEZ_MESOTHELIOMA_SURVIVAL_WORST_VS_BEST_UP ACOT7 CCND1 CDC25C CDC42EP3 DDAH1 DLGAP4 FLNB JPT1 LOX MRGBP PLXNA3 PSRC1 TGFB1I1 VSIG10 LOPEZ_TRANSLATION_VIA_FN1_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LOPEZ_TRANSLATION_VIA_FN1_SIGNALING ANP32A ARHGDIA CALD1 DAPK3 DYRK1A EFNB2 EIF3D EIF5B GTF2F1 HOMER3 HOXB7 ILF3 IMP3 MCL1 MMP16 PDE3A PPP5C PTBP1 PTMA RALBP1 RANBP10 RBM25 SH3GLB2 SNRPD1 SOCS2 SOX4 SRPK2 SRPRA SSTR2 STX16 TGFBR2 THBS1 TNPO3 TRIO ZFP36L2 LUCAS_HNF4A_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LUCAS_HNF4A_TARGETS_DN ABCC4 BRD3OS GAS1 HEY1 LGR5 NEFL TRIM9 VCAN LUCAS_HNF4A_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LUCAS_HNF4A_TARGETS_UP ABCB1 ABCB4 ACADVL ACOT13 ACOX1 ACY1 AKAP1 ALDH5A1 ATP7B ATXN7L1 BIRC2 C1orf115 CALML4 CAMKK2 CDIP1 CFLAR CIDEB COBL COL21A1 DDAH2 DERA DHRS1 DNAJC22 DSC2 EBP EFHD1 ERBB3 ETFDH ETNPPL HNF4A IL13RA1 IL18R1 KIF13B KIFAP3 LASP1 MAN1A1 MGST2 MPP1 MTM1 NID1 OSBPL3 PKIG PKP2 PRKCSH PRPH RBKS SDC4 SELENBP1 SELENOP SLC25A20 SLC35D1 SLCO4C1 SMAGP TACC2 TECR TRAF4 VIL1 WT1 LUDWICZEK_TREATING_IRON_OVERLOAD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LUDWICZEK_TREATING_IRON_OVERLOAD CP HAMP HPX LCN2 MT2A SLC40A1 TFRC LUI_TARGETS_OF_PAX8_PPARG_FUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LUI_TARGETS_OF_PAX8_PPARG_FUSION ATP5F1A ATXN10 B2M CLDN7 DNAJA1 EIF3G EIF3K ERGIC3 FBL HINT1 HLA-G HSP90AB1 HSPA8 ITM2B LITAF ODC1 RAN RPL17 RPL18 RPL18A RPL21 RPS12 RPS2 RPS5 RTN4 SARS1 SDC4 SKP1 SRSF3 TMBIM6 TMEM147 TRIB1 UBE2E3 UQCR11 LUI_THYROID_CANCER_CLUSTER_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LUI_THYROID_CANCER_CLUSTER_1 ADCY9 ANK3 AP1G2 APLP2 ARHGAP1 ATP13A3 BEX4 BTG2 CCND1 CDC25B CEBPD CHD4 CLASP1 CTBP2 DEGS1 DHRS3 DUSP6 DYNC2LI1 EPOR EVPL FBN1 FOSB FYN GAS6 GOLGA8A HES1 HHEX IGSF1 ITSN2 LASP1 LRP4 MDK MFSD10 MXRA7 NKX2-1 NR4A1 PHIP PLD3 POMK RUBCN SATB1 SEPTIN9 SFPQ SLC35E2B SMARCC1 SOX4 SPRY1 SRSF11 SRSF6 ST3GAL5 TNFRSF10B ZC3H14 LUI_THYROID_CANCER_CLUSTER_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LUI_THYROID_CANCER_CLUSTER_2 ABCC3 ACAA1 ACADVL ADGRB2 ATP10B BASP1 BNIP3L CNR1 CRELD1 ELMO1 EPB41L3 FBP1 GABBR2 HECTD4 HIC2 ID1 IPCEF1 ITPR1 KIF5C MFAP3L NID2 PAN2 PATZ1 PI4KA PPARG PPIL2 PPP1R13B RAPGEF3 RDH11 SCNN1A SECISBP2L SLC16A3 SLC7A8 SORD SYNE1 TOB2 TP53I11 TPM2 TULP3 VAPB WFS1 WWC1 ZCCHC24 LUI_THYROID_CANCER_CLUSTER_3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LUI_THYROID_CANCER_CLUSTER_3 ATP5F1A ATXN10 CLDN7 EIF3F EIF3G EIF3K ERGIC3 FBL HINT1 HSP90AB1 HSPA8 ITM2B LITAF PSMD8 RPL10A RPL17 RPL18 RPL18A RPL21 RPS12 RPS2 RPS5 RTN4 SARS1 TMBIM6 TMEM147 UBE2E3 UQCR11 LUI_THYROID_CANCER_CLUSTER_4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LUI_THYROID_CANCER_CLUSTER_4 CD74 FGFR1 GUSBP11 HLA-DPA1 HLA-DPB1 HLA-DQB1 HLA-DRA HLA-DRB1 IGHA1 IGHG1 IGHV3-23 IGHV3-69-1 IGKC IGLC2 IGLV2-14 NUPR1 PCP4 PLTP TRBC2 WARS1 ZYX LUI_THYROID_CANCER_CLUSTER_5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LUI_THYROID_CANCER_CLUSTER_5 ACADM AQP7 BLVRB CHRNA7 CRYAB EPHX1 ETHE1 HLA-DMA HLA-DRB1 HMGCS2 ISL1 ISLR LGALS1 SSX1 TFF3 TSPAN1 LUI_THYROID_CANCER_PAX8_PPARG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LUI_THYROID_CANCER_PAX8_PPARG_DN AKR1B1 ATP5F1A ATXN10 B2M BLVRB CD74 CLDN7 DDT DNAJA1 EIF3F EIF3K EIF5 ERGIC3 ETHE1 FBL FKBP1A HINT1 HSP90AB1 HSPA8 ISLR ITM2B LITAF NUPR1 PPT1 PSMD8 RAN RAP1GAP RPL10A RPL17 RPL18A RPL21 RPS12 RPS2 RPS5 RTN4 SARS1 SKP1 SNTA1 SRSF3 TMBIM6 TMEM109 TMEM147 TRIB1 UBE2E3 UQCR11 YWHAZ LUI_THYROID_CANCER_PAX8_PPARG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LUI_THYROID_CANCER_PAX8_PPARG_UP ADCY9 APLP2 ARHGAP1 ATP10B ATP13A3 CCND1 CHD4 CLASP1 CTBP2 DDR1 DUSP6 DYNC2LI1 EID1 EPOR EVPL FBN1 FSCN1 GABBR2 GOLGA8A IDI1 IL1R1 LASP1 MAP1A MFSD10 NKX2-1 POMK RAPGEF3 RDH11 RUBCN SATB1 SECISBP2L SEPTIN9 SERPINA1 SFPQ SLC20A2 SLC35E2B SLC7A8 SMARCC1 SOX4 SRSF6 TNFRSF10B TP53I11 TPM2 TULP3 USP6 ZC3H14 LUND_SILENCED_BY_METHYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LUND_SILENCED_BY_METHYLATION ADAM17 AMD1 CLU H3-3A HES1 HMOX1 MAP1LC3A NOTCH1 ODC1 PLPP1 POLR2H RNF4 SDC1 SDC4 TIMP2 TMEM101 LU_AGING_BRAIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LU_AGING_BRAIN_DN ABI2 ACTA1 ANK2 ATP2A2 ATP2B2 ATP5F1A ATP6V1A ATP6V1G2 ATP6V1H ATP8A1 ATXN7L3B AZIN1 B3GALNT1 BRD2 CA4 CACNB2 CALB1 CALB2 CALM1 CALM3 CAMK2A CAMK4 CAP2 CBX5 CCKBR CDC40 CDH22 CDK5R1 CHGB CLTB CNTN1 CORO1A CRH CYRIA DDX3X DNM1L DUSP3 DYNC1I1 E2F4 ELAVL2 ENSA EP400 ETS2 FGF12 FGF13 FKBP1A FOXG1 FRMPD4 GABRB3 GABRD GAD1 GFRA2 GNAQ GNB5 GRIA1 GRIN2A HCCS HSPA13 HSPA8 HTR2A ILRUN INPP4A ITM2B ITPKA KCNB1 KCNJ9 KIF1B KLHDC3 MACIR MAP1B MAP2 MAP2K4 MAPK1 MAPK9 MAPT MAT2A MBNL2 MEF2C MEGF8 MRPL28 MRPS12 MTOR NAPA NAPG NECTIN3 NORAD NR1D2 NRXN1 NSG1 NUDT21 NUTF2 OGT PAK1 PANK3 PARM1 PCMT1 PDE4D PENK PIK3CB PITPNA PITPNB PLD3 PLEKHB2 PPM1E PPP3R1 PRKCB PRKCG PRKCZ PTPRO RAB1A RAB3A RAB5A RAB6A RAD23A RAN RANBP9 RAP2A RASGRF1 RBBP4 RBP4 RGS4 RNF19B RPS6KA3 SARS1 SCN2B SFPQ SLC17A7 SLC1A1 SMARCA2 SRSF10 SST SYN2 TAGLN3 TGOLN2 THY1 TIMM17A TNFRSF21 TOP2B TPBG TPPP TRIM38 TSPYL2 TUBA4A UBE2D1 UBE2M UBE2S UROS VAMP1 VDAC1 YWHAE YWHAZ ZBTB18 ZNF222 LU_AGING_BRAIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LU_AGING_BRAIN_UP ABCD3 ABCG1 ACAA2 ACSBG1 ACTL6A ADD3 ADGRA3 ADIRF AFF1 AGT AHCYL1 AHCYL2 AHNAK ALDH4A1 ALDH9A1 AMOT AMOTL2 ANP32B ANXA3 ANXA5 APOD ASCL1 BAMBI BAZ2B BBOX1 BCL2 BMP7 CALD1 CAST CAV1 CAV2 CBS CD302 CEBPD CEP170 CETN3 CFH CHSY1 CLASRP CLDN5 CLEC2B CLIC2 CLIC4 CLK1 COL4A5 CPNE3 CREB3L2 CRYAB CSRP1 CYP1B1 DDIT4 DDR1 DHRS3 DNASE1L1 DPYSL3 ECM2 EFEMP1 EFHD1 EFS ELOVL2 EPM2A ERBB3 EYA1 FADS1 FERMT2 FGF1 FGF2 FGFR2 FGFR3 FRYL FXYD1 FYN GAB2 GATM GFAP GIPC1 GJA1 GNE GNG11 GNG12 GPC5 GPR137B GPRC5B GREB1 GSN H2AC6 HBA1 HBB HCRTR2 HEBP2 HEPH HIF1A HNRNPH3 HP HSD17B6 HSPA2 HTRA1 ICAM2 ID4 IFI16 IL33 INHBB INSR IQCK IQGAP1 IRF7 ITGAV ITGB1 ITM2A ITPKB ITPRID2 KANK1 KDSR KLC1 LAMP2 LEPROT LITAF LPIN1 LPP LRIG1 LRP4 LTBP1 MAL MAOA MAP3K5 METTL7A MFAP3L MLC1 MSN MT1B MT1E MT1G MT2A MTRR MTSS1 MYL12A MYO10 MYOF NDRG1 NEBL NEK7 NFE2L2 NFKBIA NIPBL NKX2-2 NPC1 NT5C2 NTRK2 NUPR1 NXT2 OFD1 OGG1 OLIG2 PAIP2B PALLD PARVA PCF11 PDE4DIP PDLIM3 PDLIM5 PECAM1 PEX1 PHF3 PHLPP1 PICALM PIK3C2A PIP4K2A PLOD2 PLP1 PLPP1 PLXNB1 PLXNC1 PMP22 PODXL POLR1F PON2 PPFIA1 PRDX6 PTP4A2 PTPN13 QKI RAMP1 RAP1B RAPGEF4 RASSF2 RBL2 RDX RGN RGS20 RHOBTB3 RIN1 RIN2 RNASE1 RYR1 S100B S1PR1 SCP2 SDC2 SELENOP SEMA3B SEPTIN10 SEPTIN4 SERINC5 SERPINH1 SFRP1 SH3GLB1 SLC14A1 SLC16A1 SLC4A4 SMC3 SMC5 SNAP23 SPON1 SPTSSA SSPN STK3 STOM SYPL1 TASOR TAX1BP3 TCAF1 TGFBR2 TGIF1 TGM2 TIPARP TLE4 TLN1 TM4SF1 TMED10 TMEM123 TMEM47 TNFRSF11B TNNT1 TOB1 TOPORS TOR1AIP1 TP53BP2 TPD52L2 TSC22D4 TST TWF1 TXNIP UBR5 UNG VAMP3 VAT1 VCAN VEGFA VEGFB VIM VWF WFS1 WIPI1 WNK1 WWTR1 YES1 ZBTB1 ZBTB20 ZCCHC24 ZEB2 ZHX2 ZNF423 ZNF652 LU_EZH2_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LU_EZH2_TARGETS_DN AAK1 ABCC5 ACO1 ACSL1 ACVR1B ADAMTS1 ADGRG6 ADIPOR1 ADM AGO2 ALDH6A1 ALPK2 ALPP AMER1 AMY1B ANKRD13D ANKRD17 ANKRD36C ANKRD46 ANLN ANTXR1 AOC4P APAF1 ARHGEF10 ARMCX1 ARMH4 ASB13 ASCC3 ASPH ASRGL1 ATP11C ATP2A2 ATP2B1 ATP2B4 ATP2C1 ATRN AXL BACE2 BCL9 BCLAF1 BIRC2 BLZF1 BMP6 BMPR2 BTAF1 C6orf120 CACHD1 CALD1 CASP2 CBFB CBLN2 CCBE1 CCDC91 CCN2 CCNE1 CCNG1 CCR6 CDK5R1 CDKN2AIPNL CENPQ CFAP74 CHCHD3 CHP1P2 CHRNA5 CLDN1 CLDN11 CLK2 CMTM4 CNTNAP1 COL3A1 COL4A1 CPSF6 CRCP CREB1 CREB5 CRK CSNK2A2 CTNNA1 CTR9 CXADR CYFIP2 CYP24A1 DCAF12 DCAF12L1 DCP2 DDAH1 DDX51 DDX52 DENR DICER1 DIPK2A DKK1 DLAT DLEU2 DMC1 DNAAF5 DNAJC13 DNAJC28 DSG2 DTWD2 DUSP19 DUSP6 DYNC1LI2 DYNLT3 DYRK2 EGFR EIF1AD EIF4G2 ELF4 ELL2 ELOVL6 ENAH ENTPD4 ESM1 ETS1 EXO5 EXOC8 EXT2 EZH2 FAM120A FAM169A FAM234B FAM83D FAR2 FBN2 FHIP2A FKBP14 FMC1 FSTL1 FZD1 GAD1 GFPT1 GJC1 GLCE GLRX GNA13 GOLGA8B GOLGA8CP GORASP2 GPC4 GRAMD2B GRB14 GTF3C2 GUSBP18 HBEGF HEG1 HK2 HMGCR HNF1B HNRNPU HNRNPUL1 HPRT1 HSD17B7 HYLS1 HYPK IDI1 IGF2BP3 IGFBP1 IGFBP3 IGSF3 IL10 IL17RD INIP IRS2 ITPK1-AS1 JADE3 JMJD7-PLA2G4B KCNH6 KLHL12 KLHL29 KPNA2 KPNA3 LAMB1 LAMC1 LAMC2 LHFPL6 LILRB3 LIMCH1 LINC00114 LINC01720 LINC02911 LITAF LPXN LRATD2 LRBA LRIG1 LRP8 LRRC57 MAGED1 MAGED2 MAGT1 MAN2A1 MANEAL MBD4 MCCC2 MCL1 MCMDC2 METTL21A MGAT2 MIGA1 MMP3 MOK MSANTD2 MTF2 MTMR9 MTPN MTRR MYBL1 MYLK N4BP2 NABP1 NBEA NBPF10 NBPF11 NBPF14 NBPF3 NEU1 NFE2L3 NFKBIZ NHLRC3 NIPA2 NIPAL3 NLRP3 NLRP8 NPC1 NPIPB13 NPIPB4 NPL NR2C1 NRBF2 NSUN2 NUDT11 OCIAD1 OIP5 ORC6 OTX1 P3H2 PAIP1 PALLD PAPSS2 PARD6G PBK PCNP PDE4C PHACTR4 PHLPP2 PI4K2B PI4KA PICALM PIGM PILRB PLAT PLAU PLSCR4 PM20D2 PNPT1 POC1B POGLUT1 POLQ PPP1CC PPP2CB PPP3CA PPTC7 PRDX6 PRPF4B PSMD12 PSMD6 PSMG1 PTPN12 PTPRE PURA RAB11FIP1 RAB11FIP2 RAB5IF RABGEF1 RAPH1 RASSF5 RBFOX2 RBM12 RECK RETREG1 RFTN1 RNASEL RNF38 RPA2 RPIA RPS6KA2 RRP1B RTCA RTN3 RUFY1 RUNDC1 SACM1L SATB2 SCCPDH SCML1 SCML2 SCO1 SDCBP SEC24A SEC24B SEC24D SEC63 SEMA3C SENP2 SEPSECS SERPINH1 SFT2D2 SGCB SH2B3 SH3D19 SHISA2 SHQ1 SHROOM4 SKP2 SLC15A4 SLC16A10 SLC16A9 SLC22A4 SLC25A51 SLC35A3 SLC35E1 SLC36A1 SLC38A1 SLC39A11 SLC44A4 SLC7A6 SLC7A7 SNAPC3 SNORA32 SNORD14B SPDYE2B SPTLC1 SRPX SRSF6P2 SSR3 STAG3L3 STAMBPL1 STIL SUGP2 SULT1A1 TAB3 TACC1 TACC2 TAF5 TAP2 TBC1D8B TDRD1 TECPR1 TERF1 TFDP1 TGFBR2 THBS1 TM7SF3 TMED10 TMEM154 TMEM17 TMEM183A TMEM185B TMEM267 TMEM87A TMTC4 TMX3 TNFAIP3 TNFRSF25 TNFSF15 TPGS2 TRAPPC11 TRGV5 TRIM13 TRIM33 TRIM63 TROAP TSEN2 TSPYL2 TUBA3FP UBE2E3 USP49 UTP3 VCL VKORC1 VWA8 WASL WDFY2 WDHD1 XIST XPNPEP3 XRCC2 ZBTB34 ZCCHC9 ZFYVE26 ZNF14 ZNF280D ZNF483 ZNF493 ZNF514 ZNF549 ZNF611 ZNF614 ZNF682 LU_EZH2_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LU_EZH2_TARGETS_UP ACO2 ADAMTS4 ADAP1 AHNAK2 AHSA1 AKR1C2 ALKBH2 AMDHD2 AOPEP AP1S1 APOBEC3F ARHGAP21 ARL17B ARTN ATOX1 AVPI1 AZIN2 B4GALT1 BCAS4 BEND4 BEX3 BIK BOK BST2 C17orf49 C1orf210 C1orf50 C2CD2 C6orf226 C8orf82 CASP7 CAVIN3 CBR1 CBY1 CCDC107 CCDC32 CD68 CDK9 CENPV CFD CGB5 CGB8 CHST14 CLDN7 CLDND2 CLIC3 COMTD1 COX14 CPM CRYBB2 CSH1 CSK CUTA CYB561D2 CYP1B1 CYTOR DDIT3 DDIT4 DENND2A DLK2 DPM3 ECHDC3 ELFN2 ELOB EMC6 ENDOG ENSA ENSG00000170846 ETFB F11R FAM219B FAM222A FAM25A FAM25EP FGA FLOT1 FNBP1 FOXK2 G0S2 G3BP2 GALT GANAB GARIN5A GATD3 GCHFR GFOD2 GNA11 GSDMA GUCD1 H2AC20 H2AJ HABP4 HAGHL HBQ1 HCFC1R1 HDAC1 HDGFL2 HES4 HNRNPA3 HSCB HSD11B1L HSDL2 HYAL2 HYAL3 IER3 IFI27 IFI35 IFIT1 IFIT3 IFT43 IRF7 ISCA1P1 ISG15 ISOC2 JOSD2 KLHDC3 KLHDC9 KLHL35 KRTCAP2 LAMTOR4 LMNA LMTK3 LONP1 LPCAT1 LSM7 LY6H MAFA MAPK11 MAPKAPK3 MATK MCRIP2 MEX3D MFSD3 MGMT MICAL2 MIEN1 MKNK2 MPG MSRB3 MTX1 MYH4 MYL6B NAA38 NCAPH2 NDUFA8 NENF NES NEURL3 NME2 NME3 NOLC1 NUDCD3 NUDT1 OASL OCEL1 ODF2 OGFR OGG1 OSBPL5 OXLD1 PAGR1 PAQR7 PARD6A PCK2 PCNX3 PDXP PEX16 PFDN6 PFKL PGAP3 PHF19 PHF5A PHGDH PIH1D1 PITX1 PLAAT4 PLEKHJ1 PMVK PODXL2 POLR2C PPFIBP1 PPIL6 PPP1R14B PPP1R1B PPP2R2A PPP3R1 PRDX4 PRIM2 PRMT6 PRSS23 PSMB10 PSMB7 PSMB8 PSMB9 PSMC3 PSMD4 PUSL1 RAD51D RARRES2 RCC1L REEP5 RGS19 RHOF RMND5B RNASEH2CP1 RPAIN RPL13AP6 RPL36 RPLP0P6 RPS19BP1 RPS6KB2 RPUSD1 RUVBL1 S100A13 S100A2 S100A4 S100A6 SCAND1 SDC4 SDHC SERF2 SH3GL3 SHARPIN SIGIRR SKA2 SLC25A26 SLC6A10P SNCG SNHG10 SNHG11 SNHG32 SOD2 SPANXD STK19 STUB1 STYXL1 SURF2 TAF15 TCF20 TEAD4 TEDC1 TES TESK1 TEX19 THOC3 THOC6 TLCD1 TLK2 TM4SF1 TMEM141 TMEM216 TMEM217 TMEM30A TOMM22 TOR3A TP53BP2 TPM4 TRAPPC12 TRAPPC5 TRIB3 TRIM16L TRIM47 TRIOBP TRIP6 TSPAN17 TUFT1 TYSND1 UBE2L6 UNC45A UQCR10 VOPP1 WASH2P WDR45 WDR54 WDR74 WDR83 ZCCHC24 ZCCHC3 ZDHHC16 ZMAT5 ZNF133 ZNF589 ZNF616 ZNF629 ZNF814 ZNHIT1 ZNRD2 ZP3 ZW10 LU_IL4_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LU_IL4_SIGNALING ALOX5 ANKRD33B APPL2 ARPC5 ATPAF1 ATXN1 BATF BCKDK BCL6 BHLHE40 CCL4 CCL5 CCN2 CD69 CD79B CD86 CFLAR CISH CLTC CMTM6 CNTN6 CTSD EBF1 EGR1 EIF4G1 EVI2A FCER2 FGL2 GCSAM GNAS GNG2 GSR HLA-DRB5 HLX HOMER2 HOXC4 HUWE1 IL2RA IL4R IL6 IRF8 KLF13 KMO LY75 MAL MAP3K5 METTL14 MGLL MOK MRPS15 MTCL1 MTMR9 NCF2 NCOA3 NEK6 NFIL3 NFKBIZ PDE7A PEG10 PHF20L1 PKN2 PMAIP1 PPP2CA PPP6C QSOX1 RASGRP3 RGS6 RPL5 RPS2 SAMSN1 SEL1L3 SELL SIAH2 SLA SLC15A2 SLC39A8 SMARCA2 SOCS1 SPAG1 SPINT2 STAT4 STK4 TLR3 TLR7 TNFAIP3 TNFRSF11A VCL VEGFC WT1 XBP1 ZBED2 LU_TUMOR_ANGIOGENESIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LU_TUMOR_ANGIOGENESIS_UP CCND2 CCNE1 CD44 CXCR4 E2F3 EDN1 EZH2 FGF18 FGFR1 FYN HEY1 ITGAV JAG1 JAG2 MMP9 NOTCH1 PDGFA PTK2 SPP1 STC1 TNFAIP6 TYMP VAV2 VCAN VEGFA LU_TUMOR_ENDOTHELIAL_MARKERS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LU_TUMOR_ENDOTHELIAL_MARKERS_DN GREB1 HS6ST2 OGN PLN SELE LU_TUMOR_ENDOTHELIAL_MARKERS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LU_TUMOR_ENDOTHELIAL_MARKERS_UP ADAM12 ADAP2 CHN1 COL5A3 EGFL6 FZD10 HOPX HSPA6 LCP2 MMP9 MXRA5 PAMR1 PLXDC1 PMAIP1 POSTN RPS11 STC1 TNFAIP6 TNFRSF21 TWIST1 VCAN WDR77 LU_TUMOR_VASCULATURE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LU_TUMOR_VASCULATURE_DN ABI3BP ARX CELF2 GREB1 HS6ST2 ITM2A MAOB OGN PLCXD3 PLN PRKAR2B PWWP3B SELE LU_TUMOR_VASCULATURE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LU_TUMOR_VASCULATURE_UP ADAM12 ADAP2 CHN1 CMTM8 COL5A3 EGFL6 FJX1 FOXF2 FZD10 HOPX HSPA6 ISG15 LCP2 MMP9 MUC1 MXRA5 PAMR1 PLXDC1 PMAIP1 POSTN RPS11 SCIN SPP1 STC1 TNFAIP6 TNFRSF21 TWIST1 VCAN WDR77 LY_AGING_MIDDLE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LY_AGING_MIDDLE_DN CCNA2 CCNB1 CCNF CDC20 CENPA CENPF FOXM1 H2AX HMGN2 KIF11 KIF23 KIF2C MYBL2 PLK1 PTGS2 UBE2C LY_AGING_MIDDLE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LY_AGING_MIDDLE_UP COL15A1 COMP CRYBB2 CST6 CXCL8 DPT FMOD HTRA1 MMP10 MMP12 PTGS1 SERPINB2 THBS2 TNFRSF11B LY_AGING_OLD_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LY_AGING_OLD_DN ATR BARD1 CCNA2 CCNB1 CCNF CDC20 CDC25B CDH11 CDK4 CENPA CENPF CKAP5 CKS1B CSE1L CTSC CXCL8 DDX39A FBL FBN2 FOXM1 H2AX H2AZ1 HAS2 HMGB2 HMGN2 HSD17B10 KIF11 KIF14 KIF23 KIF2C MCM2 MYBL2 NAE1 NASP NUP88 PAFAH1B1 PARP1 PCNA PKMYT1 PLK1 POSTN PPP1CC PSMA2 PSMA3 PSMC2 PSMC6 PSMD11 PSMD12 PTGS2 RANBP1 SAFB SERPINB2 TGFBR2 TYMS UBE2C UGCG LY_AGING_OLD_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LY_AGING_OLD_UP COMP CRYAB CST6 FMOD HTRA1 MMP12 PTGS1 LY_AGING_PREMATURE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LY_AGING_PREMATURE_DN BARD1 CBX1 CCNF CDC25B CENPA CKS1B CXCL8 DDX39A ENPP2 FBL FOXM1 H2AX HAS2 HMGB2 HMGN2 KIF2C MCL1 MCM2 MMP3 MYBL2 NASP NUP88 PARP1 PKMYT1 PTGS2 RANBP1 SAFB SERPINB2 TYMS UGCG MACAEVA_PBMC_RESPONSE_TO_IR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MACAEVA_PBMC_RESPONSE_TO_IR ACER2 ACTA2 AEN AMZ2 ANKRA2 ANXA4 APOBEC3C APOBEC3H ARHGEF3 ASCC3 ASTN2 BAX BBC3 BLOC1S2 BRMS1L CCDC90B CCNG1 CD70 CDKN1A CDS2 CMBL CPSF3 DCP1B DDB2 DENND2D DNER E2F7 EDA2R EI24 F5 FAS FBXO22 FDXR FGD3 FGF10 GADD45A GCSAM GLS2 H3C6 HECTD3 IKBIP INKA2 IRAG2 ISCU ITPR2 JADE3 LIG1 MAMDC4 MAP4K4 MDM2 METTL7A MGME1 MIR34AHG NDUFAF6 NSD1 NSF OR2G6 OR2T11 OR2T2 PANK1 PAPPA-AS1 PCNA PCNP PHPT1 PLK2 POLH POLR2A PPM1D PPP4R3A PRKAB1 PTGER1 PTP4A1 PTP4A1P7 PVT1 PYHIN1 RAP2B RETSAT REV3L RINL RNA5SP354 RNU6-1156P RPL22P19 RPS27L RRM2B SESN1 SLC7A6 SOCS4 SPATA18 TCAIM TIGAR TM7SF3 TMEM131 TMEM30A TMEM68 TNFRSF10B TNFRSF10D TNFSF4 TNFSF8 TP53INP1 TRIAP1 TRIM22 TRIM32 XPC ZMAT3 ZNF337 ZNF79 MACLACHLAN_BRCA1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MACLACHLAN_BRCA1_TARGETS_DN ACTB BAK1 BAX CCNB1 CD59 CD9 COL16A1 COL8A1 FRZB GRB2 KRT4 KRT5 PIN1 RXRB SEMA3B ZYX MACLACHLAN_BRCA1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MACLACHLAN_BRCA1_TARGETS_UP ARHGDIA CDC34 CDK16 CDK4 CDKN1A COX7A2L DDIT3 GADD45A GAPDH IGFBP2 IGFBP4 KRT2 LFNG MET PCNA RAC1 RHOA TIMP1 TIMP2 TOP1 TOP2A MADAN_DPPA4_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MADAN_DPPA4_TARGETS AARD ABCB1 ACOT1 ALYREF AP1S3 AURKC CA4 CALB2 CFAP144 CHFR CLCA3P CXorf49 CYCTP DAZL DDX4 DNAJC6 DPPA4 FTH1P19 GAD1 GLI1 GPX2 GTSF1 HCK HOOK1 HORMAD1 IQCG KLHL13 MAEL MEP1B MLLT6 MSANTD5 MYO1F NAA11 NDUFB11 NEFH NEUROD1 PDCL2 PLEKHG1 PRAMEF13 PRPF39 PRRC1 RASIP1 REC114 RHOXF1 RHOXF2 RNF17 SERPINB6 SHE SLC25A31 SNAP91 SNTB1 SOHLH2 SPESP1 SPINK1 STK31 SYCE1 TEK TEX19 TTPA TUBA3C USP17L2 ZSCAN4 MAEKAWA_ATF2_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MAEKAWA_ATF2_TARGETS CCR3 CHIA CHL1 CLCN1 CNR2 CRP DDX3Y FMO5 HTR4 IGKV2D-30 IGLL1 INA KLK1 LRRN1 MSTN PCNP SDF2 SIX4 SLC1A5 SULT2A1 VPS13C XRCC5 ZG16B ZIC2 MAGRANGEAS_MULTIPLE_MYELOMA_IGG_VS_IGA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MAGRANGEAS_MULTIPLE_MYELOMA_IGG_VS_IGA_DN ACTB ALAS2 BRCA1 CCND1 CFI CSF1R CSF3R CSK DAP FBP1 FGB GATA6 GLUD1 ID2 IGHG1 IL16 IL1B ITGA2B KLF1 MYB PELO PSMB7 RAP1A RPL13AP5 SEPTIN5 TPBG UBAP2L ZNF148 MAGRANGEAS_MULTIPLE_MYELOMA_IGG_VS_IGA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MAGRANGEAS_MULTIPLE_MYELOMA_IGG_VS_IGA_UP ABCA7 ALG2 ANXA1 AP1B1 BEX3 COL16A1 CST3 DARS1 DCTN1 FAH GAS1 GATA2 IGHV1OR15-1 INPP1 JAG2 LIPE NAA10 PPP1CA PSG2 SRF MAGRANGEAS_MULTIPLE_MYELOMA_IGLL_VS_IGLK_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MAGRANGEAS_MULTIPLE_MYELOMA_IGLL_VS_IGLK_DN ALG8 ANKS1A AXL CD46 CDSN CKAP2 CTNNB1 DUSP1 GAS2 GAS2L1 HYAL1 IGLC1 LTA LTBP4 NECTIN2 PBX1 PNPLA6 PRKD2 RBL2 RHOG RPL4 SAMHD1 SCN1B ZNF331 MAGRANGEAS_MULTIPLE_MYELOMA_IGLL_VS_IGLK_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MAGRANGEAS_MULTIPLE_MYELOMA_IGLL_VS_IGLK_UP BMP2 BPHL CCL3 CDC42EP3 CDK1 CSNK2A2 CTSB CUL4A CYB5A DDR1 DSG1 EDN3 ELAVL4 EXT1 FAS FGR GSTM5 HBG2 HSD17B2 IGKC LAMB3 MALT1 MYB NFE2L3 NFIX NFKB1 NR2C1 PICK1 PLXNB3 PRKCI RB1 RECQL5 SH3GL2 SIAH2 SMARCA1 TGFB3 TLX1 TNK2 UBE3A YEATS4 ZMYM2 MAHADEVAN_GIST_MORPHOLOGICAL_SWITCH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MAHADEVAN_GIST_MORPHOLOGICAL_SWITCH CCN2 CDH13 CDH6 ELMO1 FSCN1 ITGA3 MMP2 MMP3 MYO10 NEDD9 PDLIM1 SPOCK1 SPP1 TFPI2 TPM2 MAHADEVAN_IMATINIB_RESISTANCE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MAHADEVAN_IMATINIB_RESISTANCE_DN ABCG1 ADGRL2 ALDH1A2 ANO1 BCHE CA2 CHODL CST1 CXCL12 CXCR4 FGL2 GDF10 HAND1 KIT MEOX2 MYOC PIP5K1B PTGIS SRGN VCAM1 MAHADEVAN_IMATINIB_RESISTANCE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MAHADEVAN_IMATINIB_RESISTANCE_UP ALDH1A1 AXL BAMBI CD24 CRIM1 CXCL14 CYTL1 DKK3 GREM1 HSD17B2 KYNU MYO10 NNMT PDGFC SCN3A SERPINE2 SLC1A1 SPANXA1 SPANXA2 SPANXB1 SPANXC SPOCK1 MAHAJAN_RESPONSE_TO_IL1A_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MAHAJAN_RESPONSE_TO_IL1A_DN ACADVL ACOX1 AKR1B10 ALDH3A2 ALDH7A1 ARL6IP5 ASAH1 B4GAT1 C1orf68 CCN2 CHST10 COL4A5 CTNNAL1 CYP19A1 CYP2A13 DYNC1LI2 DYRK2 EPHA2 EPHB4 F8 FOS FOXN3 GALC GALNT2 GRP GSTA4 HSPA4L IDH2 IL11RA ITGB5 KDELR3 LAMA4 LDLRAD4 LMNA LPP MAGEA11 MAPRE2 ME1 MITF MYH10 NEK4 PCNA PEX3 PLS3 POLR1C POSTN PPP2R5C PPT2 PRKCI PTEN RALA RECK RNF24 RPL3 RYK SF3B1 SLC25A12 SLC29A1 SLC2A3 SLIT3 SMC3 SRI SYNJ2 TGFBR3 TOB2 UBE2N UBR5 VCAN VDAC2 ZBTB18 MAHAJAN_RESPONSE_TO_IL1A_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MAHAJAN_RESPONSE_TO_IL1A_UP ACKR3 ACVR1B AKAP8L AKR7A3 APOD AR B4GALT1 BAK1 BEST1 CCL20 CCL5 CCL8 CCNT1 CDX2 CHST7 COL7A1 CSF2 CXCL2 CXCL3 CXCL5 DUSP1 EDN1 EFS FLT1 FSTL3 GFRA2 HBEGF IL15RA IL1B IL2RB IL6 IL6ST IL7R IRAG2 ISG20 ITGA1 KCNA1 KDR KRT32 LMOD1 LTC4S MAFK MAP2 MAP3K13 MERTK MMP12 MYB MYC NEDD9 NFRKB NRCAM OASL PCP4 PDGFRA PIM2 PPARA PTP4A3 PTPRZ1 RAB11B RB1 RHOB RIPK1 SDC1 SECTM1 SERPINB2 SERPINB4 SLC16A1 SOD2 SPTBN1 SSTR2 STAT1 STAT4 TFPI2 THBS1 TNFAIP2 TNP2 TRIM25 MAINA_HYPOXIA_VHL_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MAINA_HYPOXIA_VHL_TARGETS_UP CDKN1C CLDN4 F3 NREP SERPINE1 SLC16A3 MAINA_VHL_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MAINA_VHL_TARGETS_DN BHLHE40 BNIP3 CCN2 CCND1 CLDN4 ENO2 F3 GAL3ST1 GBE1 GNG4 MAF PSG1 SLC16A3 SPARC TNFSF10 VEGFA MAINA_VHL_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MAINA_VHL_TARGETS_UP ADGRG1 ALDH1A1 CDKN1C CNN1 DAB2 FILIP1L GLS MYL9 NREP TAGLN MALIK_REPRESSED_BY_ESTROGEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MALIK_REPRESSED_BY_ESTROGEN BIK BMP7 CDH3 CERK CLDN4 CXCR4 EFEMP1 KLF6 MUC1 MXD4 NDRG1 RAP1GAP RPRM MALONEY_RESPONSE_TO_17AAG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MALONEY_RESPONSE_TO_17AAG_DN ABCD3 ABCE1 ARF4 ATP5F1C ATP5ME BABAM2 CA12 CALM2 CCT6A CLDN3 CLTA CLTB CYCS DYNLL1 EIF4A1 ELOB GJA1 GM2A GNG10 GNPAT GTF2A2 H4C3 HAT1 HNRNPA1 HNRNPAB HNRNPM IARS1 ILF2 KPNA2 LDHA MAD2L1 MAMDC2 MARCHF6 MDH1 NACA PA2G4 PDCD5 PLK1 POLR2L PRDX3 PRDX4 PSMA5 PSMA7 PTGES3 PTMA RBMX RPL27A RPL30 RPL35 RPL36AL RPS16 RPS8 RRM2 RSU1 SEC62 SMAD5 SNCA SNRPB SNRPE SNRPF SNRPG SRSF2 SRSF3 SRSF7 SSB SUB1 SYK SYNPO TIMM23 TMSB4X TPI1 UBE2C VDAC3 WRN XRCC5 YWHAE ZNF43 MALONEY_RESPONSE_TO_17AAG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MALONEY_RESPONSE_TO_17AAG_UP ARPC3 ATP5MC2 CAP2 CAPN1 CCL14 CCNI CPZ CTSH EEF2 EPHA1 HSPA1B HSPA8 HTR2B IFITM2 IGFBP2 KCNB1 KLF10 KSR1 MNDA MYL9 NEFM NFIL3 PCOLCE PDAP1 PLTP PTPRU SERPINB9 SERPINH1 SLC25A6 SMARCC2 SOX12 SPTAN1 ST13 STAT6 STX5 TAF10 TAF1C TARBP2 UBA1 UCP2 MALTA_CURATED_STEMNESS_MARKERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MALTA_CURATED_STEMNESS_MARKERS ABCG2 BMI1 CD34 CD44 CTNNB1 EPAS1 EZH2 HIF1A KDM5B KLF4 LGR5 MYC NANOG NES NOTCH1 POU5F1 PROM1 SOX2 TWIST1 ZFP42 ZSCAN4 MANALO_HYPOXIA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANALO_HYPOXIA_DN AASDHPPT ABCF2 ACAT2 ADISSP AIMP2 AKAP1 AMDHD2 ARMC6 ASF1B ATIC ATP13A3 BARD1 BCS1L BOLA2 BOP1 BRCA1 BUD23 BYSL C17orf80 C1QBP C1orf112 C3orf52 CAD CCNA2 CCNE1 CCNE2 CCNF CDC6 CDC7 CDK1 CENPN CENPS CEP83 CHAF1A CIAO1 CISD1 CLPB COA7 COQ2 CPN2 CSE1L CTPS1 CUTC DBF4 DDX11 DDX18 DDX19A DDX21 DDX23 DGCR11 DHCR24 DHCR7 DHFR DHX35 DKC1 DLAT DLEU2 DNA2 DNAJC9 EBNA1BP2 EEF1E1 EIF2B3 EIF2S1 ELK1 ELOVL6 EMG1 ENPP1 ERCC6L EXO1 EXOSC2 EXOSC8 FAM136A FAM86B1 FANCG FANCI FASN FBXO42 FBXO5 FEN1 FERMT1 FUS FXN GART GATB GCSH GEMIN2 GEMIN6 GINS1 GINS2 GINS3 GK GLRX2 GMNN GNPDA1 GPD1L GRWD1 GTPBP4 H2AX H3C4 HACD3 HEATR1 HEATR3 HJURP HMBS HMGA1 HNRNPD HNRNPDL HNRNPU IARS1 ID1 IDE IDH3A ILF3 IPO4 KIF23 LBHD1 LETM1 LMNB2 LRP8 MAD2L1 MAP2K3 MAZ MCFD2 MCM10 MCM2 MCM3 MCM4 MCM5 MCM6 MELK METTL2B MFN2 MLLT10 MNS1 MPHOSPH9 MRPL40 MRPL46 MRPS12 MRTO4 MTERF3 MTHFD1 NARS2 NASP NAT10 NCAPD3 NCLN NCS1 NDUFAF4 NEK4 NIF3L1 NLE1 NME1 NOL11 NOL12 NOLC1 NOP16 NOP56 NUP160 NUP188 NUP205 NUP43 NUP85 NUP98 NUSAP1 NVL ODC1 OIP5 ORC6 PA2G4 PAIP1 PAK1IP1 PARP1 PARP2 PARPBP PBK PCLAF PCYT2 PDCD2 PDSS1 PFAS PHB1 PKMYT1 PNO1 POLA2 POLD2 POLE2 POLR1G POLR2L POLR3G POLR3K POMT2 POP5 POP7 PPARD PPAT PPIF PRC1 PRMT5 PRMT7 PRPS1 PSMC3IP PSMD11 PSME3 PSME4 PSMG1 PUM3 PUS1 PWP2 RAD51 RAD51AP1 RANBP1 RB1 RBM28 RFC2 RFC3 RFC5 RGS4 RITA1 RPL39L RPP30 RPP40 RRM1 RRM2 RRP1 RRP15 RRP1B RRP9 RRS1 RSAD1 RUVBL1 RXYLT1 SACS SAR1B SCLY SEC23IP SEH1L SH2D1A SHCBP1 SKP2 SLC11A2 SLC19A1 SLC1A5 SLC25A10 SLC25A15 SLC5A6 SLCO4A1 SNAPC5 SNRPA1 SNRPD1 SNRPD3 SPDL1 SRM SRRT SRSF2 STIL TELO2 TFAM TIPIN TOE1 TOP3A TOR3A TPX2 TRAF3IP3 TRIP13 TSEN2 TSFM TSR1 TTLL4 TUBB4B TUBG1 TUBGCP4 UBE2S UBIAD1 UCHL5 UMPS URB1 URB2 USP1 USP39 UTP14A UTP20 VARS1 VRK1 VWA8 WDR12 WDR4 WDR74 WDR77 YARS1 ZNG1A ZWILCH ZWINT MANALO_HYPOXIA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANALO_HYPOXIA_UP ABCA1 ACKR3 ACVR1B ADM ADORA2A AFAP1 AK4 ALDH2 ALPK3 ANGPTL4 APOD ARL4C ATP2C1 ATXN1 AXL B3GALT4 BACE2 BCL6 BGN BHLHE40 BNIP3 BNIP3L CASK CCNG2 CD200 CDH2 CDK19 CDKN1C CELF2 CHST1 CHST15 CHSY1 CLIP2 COL18A1 COL1A2 COL4A1 COL4A2 COL5A1 COL9A1 CREB3L2 CUBN CX3CL1 CXCR4 CYP4F11 DCHS1 DDIT4 DIAPH2 DKK3 DLGAP4 DUSP6 EDN1 EGLN1 EGLN3 ENO2 ENPP1 EPOR ERO1A F8 FAM171A1 FER1L4 FILIP1L FKBP9 FNDC3B GABRP GADD45B GAS6 GBE1 GDF10 GJA5 GLCE GLS GPC1 GPNMB GRAMD1C GRK5 GYPC HES1 HIF3A HIVEP2 HLA-B HLA-E HTRA1 IDH2 IER3 IGFBP3 INHBA INHBE INSR ITM2A ITPR2 KANK3 KDM3A KLF11 LAMB1 LEPR LIMCH1 LIMS1 LOX LOXL2 LRRC32 MAFF MAGED2 MARCHF3 MAST4 MEF2A MMP2 MN1 MTHFD2L MTSS1 MXI1 MYH13 N4BP3 NAP1L1 NARF NDRG1 NEDD9 NFASC NFATC4 NINJ2 NMRK1 NOTCH4 NPAS2 NPR1 NUAK1 NYNRIN OPN3 P4HA1 P4HA2 PAM PDGFB PDZD2 PELI2 PGF PGM1 PGM3 PLCG2 PLEKHO1 PLOD1 PLOD2 PPARG PPP1R13L PTGIS PTGS1 PTPRB PTPRF PTPRR PXN RAI14 RASSF2 RBKS RGS3 RHOBTB1 RLN1 RNASE4 RPS6KA2 RRAS SEC24A SEPTIN4 SERPINE1 SHOX2 SIK1 SIRT3 SLC2A3 SLC6A8 SLCO5A1 SMAD6 SORBS2 SOX4 SPAG4 SPOCK1 SPSB1 STC1 STC2 SV2C SYNPO TAPBPL TCF7L1 TCIM TENT5A TGFBI TLE1 TMCC1 TMEM45A TNFAIP3 TNFRSF10B TNFRSF14 TNS1 TP53TG1 TPM1 TRIB2 TRIO TSGA10 TSKU TXNIP USP47 VEGFA VEGFC VLDLR VWF WASF2 ZBTB1 ZHX2 ZNF292 ZNF395 ZNF710-AS1 MANNE_COVID19_COMBINED_COHORT_VS_HEALTHY_DONOR_PLATELETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANNE_COVID19_COMBINED_COHORT_VS_HEALTHY_DONOR_PLATELETS_DN A2M ACADM ACE ACKR2 ACVRL1 ADAM12 ADORA2A AFF2 AFF3 AGBL3 ALDH1A1 ALDH1A2 ALG1L2 ANKDD1B ANKRD55 APCDD1L ARHGAP29 ARPIN ATP13A4 ATP13A5 AVPR1A BANK1 BEND2 BTLA CA2 CA5A CA8 CAVIN1 CAVIN2 CCDC103 CCDC50 CD34 CDH5 CDYL CEMIP CEP128 CIITA CLEC10A CLEC4C CLIC5 COA1 COBLL1 COL15A1 COL25A1 COL4A1 COL4A2 CPAMD8 CPNE4 CPVL CPXM2 CTNND2 CXCL12 CXCL5 CXCL6 CYCS DAB2IP DACH1 DCDC2 DLK1 DMD DNAH12 DPYD DPYSL3 DYTN EFNA5 ENAH ENKUR ENSG00000285976 ENTHD1 ENTREP2 EPHA1 ERC2 ERV3-1 FAM107A FAM241A FAM83D FGD5 FLNB FTO G6PC2 GARIN1B GLYATL2 GPIHBP1 GPR55 GPR88 GRHL1 H2BC7 HAT1 HECW2 HEMGN HLA-DMB HLA-DOA HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB5 HSD17B3 IGF2 IGFBP5 IL33 IL3RA IL7R IRF8 ITGB3BP KCNAB1 KCND3 KCTD12 KDR KIF26A KRT5 KRTAP17-1 KRTAP29-1 LDB2 LEPR LGALS2 LIG4 LILRA4 LIMS3 LOC389831 LOXHD1 LRRCC1 LYSMD3 MAGOHB MAP3K7CL MAPK10 MECOM MFAP3L MINAR1 MLH3 MPEG1 MS4A14 MS4A7 MSANTD3-TMEFF1 MYEOV MYOF NEURL1 NLGN1 NOMO1 NR4A1 NRN1 NXT2 OR11L1 P2RY10 P2RY12 PACSIN1 PAPPA PARD3B PAX5 PDCD1LG2 PF4V1 PHACTR3 PHEX PID1 PLCB1 PLCL1 PLD4 POC1B POLR3G PPM1E PREX2 PRIMPOL PTPRD RAMP3 RASEF REG1B RETREG1 RGS18 RNF212B RPA1 SASH1 SCIN SDK1 SEPTIN10 SERPINB8 SETD7 SH2D1A SHTN1 SIGLEC12 SLC18A3 SLC37A2 SLC4A8 SLFN14 SMAD5 SMIM36 SNAP25 SPC25 SPIB STEAP1B STK26 STRBP STXBP6 SYNPO TAS2R14 TBX3 TECTA TFPI2 TGFB2 TGFBI TMEM150C TMEM70 TNFRSF21 TNFSF18 TNS1 TPPP3 TTC30A UGT2B28 UNC5B UTRN VEGFA VWA8 WDFY4 WLS WNT9A WWOX YAP1 ZC3H12B ZNF117 ZNF229 ZNF257 ZNF347 ZNF367 ZNF438 ZNF490 ZNF660 ZNF665 MANNE_COVID19_COMBINED_COHORT_VS_HEALTHY_DONOR_PLATELETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANNE_COVID19_COMBINED_COHORT_VS_HEALTHY_DONOR_PLATELETS_UP ACACA ADCK5 AHSP ALAS2 ALKBH3 ALS2CL AMHR2 ANKRD45 APLP1 ARL2 ARL3 ARMC12 ASIC4 C4orf48 CAMK2A CAPN12 CASZ1 CCDC24 CD3D CDCA7L CDH6 CDHR1 CERCAM CISH CLDND2 CLN6 CMPK2 CMTM7 COL18A1 COX10 CRELD2 DDIT3 DECR2 DPM2 EFNA1 EMID1 EPB42 EXOC3L4 FAM131C FAM174C FAM177B FAM83H FBXO32 FDXR FKBPL FLYWCH1 FNDC4 GADD45G GCKR GYPC H2AC25 HBA1 HBA2 HBB HBD HBE1 HBM HERC6 HLX HMBS HMGA1 HPR HPSE HRC IDUA IFI27 IFI6 IFITM1 IFITM2 IFITM3 IGLL5 INSL3 IRF7 ISG15 ITPKC JAK3 JCHAIN KEL KIFC2 KLF1 KREMEN1 LBHD1 LGALS3BP LINGO1 LMO4 LPAR2 LPIN1 LRP3 LRRC2 LTBR LY6E LY6G6F-LY6G6D LYRM4 MAMDC4 MAOB MAPK12 MAPRE3 METRN MGAT5B MIIP MINDY4 MMP17 MRPL12 MSANTD1 MSRB2 MT1X MVB12A MZB1 NAGLU NDRG3 NDUFS8 NKIRAS1 NPIPB15 NPW NR1D1 NRSN2 NTAQ1 NUDT14 NXT1 OLFML2A ORC5 P2RX4 PALM3 PALS2 PARP12 PCGF2 PCYT2 PFDN2 PGPEP1 PIK3IP1 PLD6 PMF1-BGLAP POR PPP3CC PPP6R2 PSPN RELB RNF144A RNF213 RSAD2 S100A10 SEC14L2 SELENBP1 SERPINH1 SHISA4 SLC25A37 SLC25A39 SLC2A1 SLC6A8 SMIM1 SNX27 SPATA20 SPINK4 SRM TAPBP TATDN3 TBC1D22B TBC1D3L TEX10 TGIF2 TMEM208 TNFRSF18 TP53I3 TPM2 TPRN TSPAN17 TSPAN4 TXNRD3 UQCC3 UQCC5 USP18 VASN WDR53 WNT5B XAF1 XYLT2 ZBTB49 ZNF385B ZNF496 MANNE_COVID19_ICU_VS_HEALTHY_DONOR_PLATELETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANNE_COVID19_ICU_VS_HEALTHY_DONOR_PLATELETS_DN A2M ACKR2 ADAM12 AGBL3 ALDH1A1 ALDH1A2 ALG1L2 ANKDD1B APCDD1L ARHGAP29 ATP13A5 AVPR1A BACH2 BET1 BTLA C1orf112 CA2 CA5A CAAP1 CABLES1 CAVIN1 CAVIN2 CCDC50 CD34 CDYL CEMIP CEP128 CLIC5 COL25A1 COL4A1 COL4A2 CPAMD8 CTNND2 CXCL5 DCK DENND11 DLK1 DNAH12 DPYSL3 DYTN EFNA5 ENAH ENKUR ENSG00000285976 ENTHD1 ENTREP2 EPAS1 ERV3-1 FAM241A FAM83D FLNB FTO GPR88 H2AC13 H2AC15 H2BC13 H2BC7 H2BC9 H4C9 HEMGN HLA-DOA HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB5 HSD17B3 IGF2 IGFBP5 IL3RA IL7R IRF8 ITGB3BP KCND3 KDR KIF26A KRT5 KRTAP29-1 LEPR LGALS2 LILRA4 LPL LYSMD3 MACROD2 MAGOHB MAP3K7CL MAPK10 MECOM MEX3B MFAP3L MLH3 MS4A7 MSANTD3-TMEFF1 MYEOV NANOS1 NLGN1 NOMO1 NRN1 NXT2 P2RY10 P2RY12 PACSIN1 PAPPA PDCD1LG2 PF4V1 PHACTR3 PHEX PID1 PLCB1 PLCL1 PLD4 POLR3G PRIMPOL RAMP3 REG1B RGS18 RNF212B RNFT1 RPA1 SASH1 SCIN SEPTIN10 SETD7 SH2D1A SLC18A3 SLC4A8 SLFN14 SMIM36 SPC25 SPIB ST8SIA6 STK26 STRBP STXBP6 SYNPO TAS2R14 TBX3 TC2N TECTA TFPI2 TGFB2 TGFBI TMEM70 TNFRSF21 TNFSF18 TNS1 TTC30A TTPAL UGT2B28 UTRN VWA8 WLS WNT9A YAP1 ZNF117 ZNF347 ZNF367 ZNF438 ZNF490 ZNF660 MANNE_COVID19_ICU_VS_HEALTHY_DONOR_PLATELETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANNE_COVID19_ICU_VS_HEALTHY_DONOR_PLATELETS_UP ABHD14A ACACA ACADVL ADGRG3 ADISSP ALPL ALS2CL ANKRD45 APLP1 ARL2 ARMC12 BHMT2 C4orf48 CACFD1 CAMK2A CD274 CD96 CDCA7L CDHR1 CERCAM CHST13 CLN6 CMPK2 COL18A1 CRELD1 CTSW DECR2 EME1 EXOC3L4 FAM174C FAM83H FBXO32 FCGR1A FDXR FHIP2B FIBP FKBP5 FLYWCH1 FNDC4 FOLR1 FOLR3 GCKR H2AC25 HBE1 HCFC1R1 HERC6 HPR HPSE IDUA IFI27 IFI6 IFITM1 IFITM2 IFITM3 IGLL5 IL1R2 INSL3 ISG15 ITPKC JAK3 KIFC2 KLF1 KREMEN1 LBHD1 LGALS3BP LINC03040 LPAR2 LPIN1 LRP3 LTBR LY6E LY6G6F-LY6G6D MAOB MAPRE3 MBOAT7 METRN MGAT5B MIIP MMP17 MMP25 MRPL12 MRPL27 MZB1 NDRG3 NPW NRSN2 NUDT14 OBSL1 OLFML2A P2RX4 PALS2 PCYT2 PFKFB4 PHPT1 PIK3IP1 PLBD2 POR PPP6R2 PRAF2 PSPN RNF213 ROGDI RSAD2 S100A12 SEC14L2 SERPINH1 SHISA4 SLC25A37 SLC2A1 SMIM1 SMIM10 SNX27 SPATA20 SPINK4 SRM STAB2 STARD7 TAPBP TP53I3 TPM2 TPRN TSPAN17 TSPAN4 TXNRD3 UNC13B WFDC1 XYLT2 ZNF496 MANNE_COVID19_NONICU_VS_HEALTHY_DONOR_PLATELETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANNE_COVID19_NONICU_VS_HEALTHY_DONOR_PLATELETS_DN A2M ACADM ACKR2 ADAM12 ADORA2A AFF2 AFF3 AGBL3 ALDH1A1 ANGPT1 ANKDD1B ANKRD33B ANKRD55 ANXA3 APCDD1L ARHGAP29 ARPIN ATP13A4 ATP13A5 AVPR1A BANK1 BEND2 BPIFB3 BTLA CA2 CA5A CA8 CADM2 CALU CAVIN1 CAVIN2 CCDC50 CD1C CD4 CDYL CEMIP CEP128 CFAP97D1 CLIC5 COA1 COL25A1 COL4A1 COL4A2 CPNE4 CPPED1 CTNND2 CXCL12 CXCL5 CXCL6 CYCS CYP11A1 DAB2IP DCDC2 DLK1 DMD DNAH12 DPYD DPYSL3 DYTN EFNA5 EMCN ENAH ENKUR ENSG00000285976 ENTHD1 ENTREP2 EPAS1 EPHA1 ERC2 FAM107B FAM241A FANCA FCER1A FGD5 FLNB FTO GARIN1B GASK1B GLRA4 GLYATL2 GNG10 GPIHBP1 GPR55 GPR88 GRHL1 H2BC7 HAT1 HEMGN HLA-DOA HLA-DQA1 HLA-DQB1 HLA-DRA HMGN5 HSD17B3 IDS IGF2 IL7R IRF8 IRX3 ITGB3BP KCNAB1 KCTD12 KDR KRT5 KRTAP29-1 LDB2 LEPR LGALS2 LIG4 LILRA1 LIMS3 LOC389831 LOXHD1 LRRCC1 LYSMD3 MAGOHB MAP3K7CL MAPK10 MECOM MFAP3L MINAR1 MLH3 MS4A7 MSANTD3-TMEFF1 NAP1L3 NCOA4 NOMO1 NRN1 NXT2 OPA1 OR11L1 P2RY10 P2RY12 P2RY14 PABIR2 PAPPA PAPSS2 PARD3B PDCD1LG2 PDE6H PF4V1 PHACTR3 PHEX PID1 PLCH1 PLCL1 PLD4 POC1B POLR3G PPM1E PRIMPOL PSRC1 PTPRD RAMP3 RANBP17 REG1B RGS18 RLN1 RNASE3 RNF11 RNF212B RPA1 RPH3AL SCIN SDK1 SEPTIN7 SERPINB8 SETD7 SH2D1A SH3BGRL SIGLEC12 SLC18A3 SLC4A8 SMAD5 SNAP25 SPC25 SPIB STK26 SYNPO TAS2R14 TBC1D8 TBX3 TFPI2 TGFB2 TGFBI TMEM150C TMEM70 TNS1 TPPP3 TRAM1 UBXN2B UTRN VEGFA VWA8 WDFY4 WLS WNT9A WWOX YAP1 ZC3H12B ZNF117 ZNF347 ZNF367 ZNF438 ZNF490 ZNF660 ZNF726 ZNRF2 MANNE_COVID19_NONICU_VS_HEALTHY_DONOR_PLATELETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANNE_COVID19_NONICU_VS_HEALTHY_DONOR_PLATELETS_UP ADCK5 ADPRM ALKBH3 ALS2CL AMHR2 ANKRD45 APLP1 ARL2 ARL3 ASIC4 C19orf81 C4orf48 CAPN12 CDCA7L CDH6 CDHR1 CISH CLDND2 CLN6 CMPK2 CMTM7 COX10 CTNNBL1 DDIT3 DHX58 DYRK3 EFNA1 EIF2AK2 EPSTI1 EXOC3L4 FAM174C FBXO32 FDXR FKBPL FLYWCH1 FNDC4 GADD45G GCKR GTF2IRD2B H2AC25 HBD HBE1 HERC6 HMBS HMGA1 IFI27 IFI44 IFI6 IFIT5 IFITM1 IFITM2 IFITM3 IGLL5 IRF7 ISG15 JAK3 KEL KLF1 LBHD1 LGALS3BP LMO4 LPAR2 LPIN1 LRP3 LRRC2 LY6E LY6G6F-LY6G6D LYRM4 MAPK12 MAPRE3 METRN MIIP MINDY4 MMP17 MRPL12 MSRB2 MT1X MVB12A MZB1 NAGLU NBPF20 NDRG3 NECAB3 NKIRAS1 NPW NR1D1 NRSN2 NTRK1 NXT1 ODF3B OPTN ORC5 P2RX4 PALS2 PARP12 PARP14 PARP9 PFDN2 PGPEP1 PIK3IP1 PLD6 PPP3CC PPP6R2 PSPN RELB RNF144A RNF169 RSAD2 S100A10 SEC14L2 SERPINH1 SLC25A37 SLC2A1 SMIM1 SNRPA1 SNX27 SPINK4 SRSF7 STOML2 TAPBP TATDN3 TBC1D22B TBC1D3L TEX10 TGIF2 TIMM10 TMEM208 TP53I3 TPRN TSPAN4 UQCC3 UQCC5 USP18 USPL1 VASN WNT5B XAF1 ZBTB49 ZNF296 ZNF496 ZNF597 ZNF701 ZNF77 MANN_RESPONSE_TO_AMIFOSTINE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANN_RESPONSE_TO_AMIFOSTINE_DN BLMH CCNB1 HMGN2 HNRNPK KRAS PRKACB RRM2 TWF1 XPO1 MANN_RESPONSE_TO_AMIFOSTINE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANN_RESPONSE_TO_AMIFOSTINE_UP CASP4 CAT CDKN1A CPOX DDB2 EIF2B1 ERCC1 GDF15 GSR HDAC3 MDM2 MYC NEDD8 NME3 RAD23A S100A4 TOP2B XPC ZFP36L1 MARCHINI_TRABECTEDIN_RESISTANCE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARCHINI_TRABECTEDIN_RESISTANCE_DN ACTA2 ACTG1 ACTN2 ADM AKT2 ANKRD1 BCAM BHLHE40 CAD CALR CBLB CDH13 CITED2 CNTN2 COL3A1 COL4A2 CSNK2A1 DLC1 EIF4A1 FSTL1 GABRA5 GPI HDLBP HLA-B HSP90B1 HSPA5 IGFBP7 IMPDH1 LOXL1 MARS1 NID1 NOTCH3 PKN1 PLPP3 PLXNB2 PRNP PSMF1 PTTG1IP PYCR1 RND3 RUSC2 SIRPA SLC16A3 SLC1A5 SLC3A2 SLC7A5 MARCHINI_TRABECTEDIN_RESISTANCE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARCHINI_TRABECTEDIN_RESISTANCE_UP AGT AKAP12 AKR1C1 AKR1C2 ARHGDIB ATP6V0C CRIP2 CSF2RA DNAJB1 DUT GDI1 GLUL IFI6 IFIT1 MIF RAD51C TJP2 VBP1 YWHAQ ZNF24 MARCINIAK_ER_STRESS_RESPONSE_VIA_CHOP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARCINIAK_ER_STRESS_RESPONSE_VIA_CHOP ADH7 AMPD3 CA6 CDCA7 CHKA CLCN3 DDIT3 ERO1A ETS2 KITLG LONP1 MTM1 PARD6A POLR1A PPAN PPP1R15A PTRH2 PTX3 RAD1 SOAT2 STBD1 WFS1 MARIADASON_REGULATED_BY_HISTONE_ACETYLATION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARIADASON_REGULATED_BY_HISTONE_ACETYLATION_DN BDP1 CERS2 COL4A2 DCT DEGS1 FAM193A FGFR4 FIRRE GABPA GAS6 GIT1 GLMN GTF2IRD1 IGF2BP1 INO80D INPP5D KANK1 KLHL42 LINC01004 LUC7L2 MET MPDU1 MTCH2 MTR NRAP OGDH OTUD4 PAF1 PAIP2B PAN3 PCGF3-AS1 RBAK RNF138 SCCPDH ST3GAL4 TCF3 TRIM47 TSEN2 UQCRFS1 USF2 ZFX ZNF449 MARIADASON_REGULATED_BY_HISTONE_ACETYLATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARIADASON_REGULATED_BY_HISTONE_ACETYLATION_UP AAMDC ABCD3 ACAP3 ADGRB2 ADSS2 AFTPH ARHGEF10 BCL2L1 CALCOCO1 CCN2 CDKN1C CHI3L1 CHMP4B CNKSR1 CORO7 CTNND1 CYB5B CYP1B1 DGKQ DLX4 DNAH17 DSE DUSP1 ENKD1 ESAM FBH1 FNBP4 GAK GALT GGT7 GLI3 GNPTG H1-2 HGD ID2 ID3 ISG15 MBD4 MCAM MIR22HG MYO9B NAALADL1 NCOA1 NOS3 ODF2 PDPK1 PPP1R12C PRKCD RBMS2 RETSAT RINT1 RMC1 SBNO1 SLC25A16 SLC2A2 SMARCD3 SYNJ1 TGM2 TUSC2 UBR4 ZFP36L2 MARIADASON_RESPONSE_TO_BUTYRATE_CURCUMIN_SULINDAC_TSA_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARIADASON_RESPONSE_TO_BUTYRATE_CURCUMIN_SULINDAC_TSA_1 FOS GRN MT1E MT1H MYH9 PLCB4 SAT1 TMSB4X MARIADASON_RESPONSE_TO_BUTYRATE_CURCUMIN_SULINDAC_TSA_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARIADASON_RESPONSE_TO_BUTYRATE_CURCUMIN_SULINDAC_TSA_2 ATP5F1D MAP1LC3B NEU1 NPC2 PER1 UBE2V1 VMP1 ZFP36 MARIADASON_RESPONSE_TO_BUTYRATE_CURCUMIN_SULINDAC_TSA_8 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARIADASON_RESPONSE_TO_BUTYRATE_CURCUMIN_SULINDAC_TSA_8 A1CF CALML4 CREM HNMT MTDH PI4KAP1 PPIL6 SOS2 TBC1D23 ZNF148 MARIADASON_RESPONSE_TO_BUTYRATE_SULINDAC_4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARIADASON_RESPONSE_TO_BUTYRATE_SULINDAC_4 CACNA2D4 CKAP2 CSDE1 FAIM FAM136A FES HMGB1 IL23A MYB NUCKS1 PHF10 SRSF8 SYK TYMS UBTF ZNF367 MARIADASON_RESPONSE_TO_BUTYRATE_SULINDAC_6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARIADASON_RESPONSE_TO_BUTYRATE_SULINDAC_6 ANP32A ARID1B ATP5F1B CDK5RAP2 CDK6 CHDH CTDSP1 DANCR DHX9 EIF4A1 ETS2 GRIN1 HMGB2 HNRNPH1 IFITM2 INPPL1 ITPR2 KHDRBS1 KMT5B MAPK4 MAZ MBNL3 MDGA1 MGME1 MLXIP MSI2 MYB NAP1L1 NCBP3 NSD2 PCNA PLCB2 RFX7 RNF180 RPRD2 SCAF11 SESTD1 SLC45A1 SMC2 SORBS2 ST18 STAT2 TIA1 TMPO TOP2B TUBB4B ZNF529 MARIADASON_RESPONSE_TO_CURCUMIN_SULINDAC_5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARIADASON_RESPONSE_TO_CURCUMIN_SULINDAC_5 ACADS ADK AGO2 ATF4 BCL2L12 BTF3 CKS1B DNAJA4 FUS IFIT1 INPP5A KCNS2 LAD1 MBTD1 ME1 MLH1 PCBP2 PSMB5 SMPD1 STC2 TARS1 XBP1 XPOT MARIADASON_RESPONSE_TO_CURCUMIN_SULINDAC_7 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARIADASON_RESPONSE_TO_CURCUMIN_SULINDAC_7 ADIRF AGO2 BGN DDX21 DRAM2 KAT7 LARP1B NCKAP1 NFKB2 PCBP1 PPP1R8 PTGDS RPL41 TP53 MARKEY_RB1_ACUTE_LOF_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARKEY_RB1_ACUTE_LOF_DN ABCA1 ABCG1 ACOD1 ACP2 ACSL4 ADAM8 ADAR ADGRE1 AGRN AK4 ALDH1A2 ALDOC ANXA4 AP3S1 APOBEC1 APOD APP ARNT ATP6V1B2 B3GNT2 BCL2A1 BHLHE40 BID BNIP3L C1QB C1QC C2 C3AR1 C5AR1 CACUL1 CASP4 CCL15 CCL23 CCL3 CCL4 CCL5 CCL7 CCL8 CCR1 CD300C CD52 CD72 CFP CH25H CHCHD10 CLEC4D CMPK2 CPXM1 CPXM2 CRABP2 CSF1R CSF2RA CSNK1D CTSB CTSE CTSH CTSZ CXCL10 CXCL14 CXCL3 CYP4V2 DAXX DDIT3 DDX3Y DHRS7 DNAJC5 EDEM2 EGLN1 ERO1A EVI2A FAM162A FCGR1A FCGR2B FERMT3 FKBP7 FNDC3A FPR1 GABPA GADD45A GATM GBA1 GBP2 GBP4 GBP7 GCNT2 GGPS1 GLRX GMFG GPC4 GRINA GRN GZMH H1-2 H2AC18 H2BC10 HCK HCLS1 HES6 HIPK3 HLA-A HLA-B HLA-E HLA-G HP IFI16 IFI27L2 IFI35 IFIH1 IFIT1B IFIT2 IFIT3 IFT20 IGFBP3 IGFBP5 IL18BP IL7R IQGAP1 IRF7 IRF9 IRGM ISG15 ISG20 ITGAM ITGAX ITGB2 KRT7 LAT2 LCP1 LDLR LGALS3BP LGMN LILRB3 LILRB4 LMO2 LST1 LYL1 LYZ MBD1 MCOLN2 MEOX2 MID1IP1 MKRN1 MMP10 MMP3 MPEG1 MSRB1 MT1A MT2A MXI1 NAMPT NAPSA NCF1 NCF2 NCF4 NCKAP1L NDRG1 NDRG2 NPR3 NPY NR1H2 NSUN4 NT5E NUPR1 OGN PCSK5 PCYT1A PDK1 PFKL PFKP PLA2G7 PLAC8 PLEKHO1 PLIN2 PNP PNPT1 PRDX5 PROCR PRRX1 PSMB10 PSMB8 PSMB9 PSME2 PTPN6 PTPRC RAB3D RAB8B RAC2 RBBP9 RETREG1 RNF34 RTF2 SAA3P SAP30 SAT1 SELPLG SEMA7A SERPINB9 SERPING1 SGCB SGPL1 SH3BGRL2 SKAP2 SMPDL3A SOCS3 SOD2 SP100 SPECC1 SPHK1 SPRR1A SRGN STAB1 STAT1 STOM TAP1 TAPBP TBC1D22A TGFBI TGOLN2 TMEM229B TMEM45A TNFSF9 TOR1AIP2 TOR3A TRIM5 TYROBP UBA7 UBE2A UBE2L6 UCK2 USP18 VAV1 XDH ZNFX1 MARKEY_RB1_ACUTE_LOF_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARKEY_RB1_ACUTE_LOF_UP ADSL AHCY ALAD AMD1 ANAPC11 ANAPC5 ANLN ANP32B ARCN1 ASF1B AURKA BANF1 BIRC5 BRCA1 BRCA2 BTBD1 BUB1 CASP8AP2 CAV1 CBX5 CBX6 CCK CCNA2 CCNB1 CCNB2 CCNF CD34 CDC25C CDC45 CDC6 CDCA3 CDCA7L CDH2 CDK1 CDK2 CDKN3 CDT1 CEBPZ CENPA CENPK CES2 CHAF1B CIP2A CKAP2 CKS1B CKS2 CMC4 COL6A3 COX6B2 CPSF2 CRABP1 CRIP2 CSE1L DCTPP1 DEK DLGAP5 DLX1 DNAJC9 DNPH1 DOHH DSTN DTL DTYMK E2F1 E2F8 ECT2 EI24 EPHX1 EREG ETFB FAM13B FAS FBLN1 FIGNL1 FUBP1 GAS6 GCLC GCLM GMNN GREM2 GSK3A H2AX H2AZ1 H2AZ2 HAS1 HAT1 HAUS3 HDAC2 HELB HIP1R HJURP HMGA2 HMGB2 HMGB3 HMGN1 HMGN2 HNRNPC HNRNPR HPF1 HSPD1 ID4 IDH2 IFI27 IFRD2 IGF1R IL1R1 ILF3 IPO5 IQGAP3 KANK3 KIF11 KIF20A KIF22 KIF23 KIF2A KIF2C KIF4A KITLG KLF10 KPNA2 LAGE3 LMO7 LSM3 LSM4 LUC7L3 MAD2L1 MCM3 MCM4 MCM5 MCM7 MDM2 MIS18BP1 MKI67 MRE11 MYH11 NAA10 NAP1L1 NASP NAV2 NEK2 NIPBL NOP58 NQO1 NSMCE4A NUCKS1 NUSAP1 OGT ORC6 OTUD4 PABPC4 PARP1 PCLAF PCNA PDIA3 PENK PERP PIMREG PLK1 POLA1 PPP5C PRADC1 PRC1 PRDX2 PRIM1 PRPF19 PRRX2 PSIP1 PSPC1 PTGER4 PTGES3 PTGIS PTMA PTPRVP RACGAP1 RAD21 RAD51 RAD51AP1 RAMP3 RANBP1 RBBP4 RBL1 RBMX RCL1 RFC1 RFC4 RFC5 RRM2 S100A3 SAE1 SASS6 SCOC SEMA3C SERF2 SET SFPQ SLC12A2 SLC39A6 SMAD6 SMC2 SMC3 SMIM11 SNHG5 SNORA57 SPDL1 SRSF2 ST3GAL4 STMN1 TARDBP TFDP1 TGDS TIMM8A TIPARP TIPIN TK1 TMEM106C TMPO TNRC6A TOPBP1 TPGS2 TRIM37 TRIM59 TRIP13 TSC22D1 TUBB TULP4 TYMS UBE2S UBE2T VAMP5 VCAN WAC WWTR1 XPO1 YLPM1 ZMYND11 MARKEY_RB1_CHRONIC_LOF_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARKEY_RB1_CHRONIC_LOF_DN ACKR4 ACTA1 ACTG2 ADAM8 APOE ARL5A ATP6V0B C1QA C1QB C1QC C3AR1 CA3 CADM1 CCL15 CCL3 CCN4 CD14 CD300C CD53 CD59 CFH CFP CLEC4D COLGALT1 CP CRCT1 CSF1R CTSS DCN DCTN6 EDN1 EGFR ENAH FABP7 FBXO9 FERMT3 GABARAPL1 GABRB1 GJB3 GNG11 H2BC1 H2BC10 HM13 HMOX1 HPGD HTRA1 IFI16 IFI30 IGFBP2 IGFBP3 IL6 IRF5 IVL KDM5B KRT18 LCP2 LGALS9 LILRB4 LMO2 MCCC1 MEST MIEN1 MLLT11 MMP12 MMP13 MS4A6A MSR1 MSRB1 NDRG4 NGF NINJ1 NPR3 NUPR1 PARM1 PLA2G7 PLAC8 PLD3 PLIN2 PLSCR1 PON2 PRDX2 PRRC1 PSTPIP1 PTPRC RABAC1 RASL11B RB1 RBP1 RENBP RHOB RNF149 RNF19B RPS6KA2 SARAF SEPTIN11 SHROOM3 SKAP2 SLC1A6 SLC22A23 SLCO3A1 SPI1 SQSTM1 SRGN STAB1 SYNGR1 TCEAL9 TEC TFPI TGFB2 TIMP3 TPD52L1 TPH1 TRPV2 TYROBP UBE2A UBFD1 UCHL1 UPK3B VAV1 ZDHHC14 MARKEY_RB1_CHRONIC_LOF_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARKEY_RB1_CHRONIC_LOF_UP ACAT2 AGTR2 ANAPC5 ANGPT2 ANGPTL2 ANP32B ANXA8L1 AQP1 AREG BRCA2 CASP2 CBFB CBX2 CBX6 CDCA4 CDCA7 CDK2 CDKN1A CHAF1B COL6A3 COX6B2 CRABP1 CRIP1 CXCL12 CYP51A1 CYTH3 DKK2 DNAJC9 DNM1 DNMT1 DNPH1 DOK1 EGR1 ELOVL6 ERCC5 EZH2 FADS1 FAM3C FDFT1 FOXP1 GAS2 GATA3 GATM GIPC2 GJA1 GPC3 GSR HJURP HOXA11 HOXA11-AS HSPA1A IDH2 IDI1 IGF2R IL1RL1 KANK3 KCNN4 KLF4 LSS MAN2A1 MAP3K4 MCM2 MCM7 MSH2 NAB1 NCAPH NFIX NME4 OSMR PCLO PCNA PDGFRA PIGA PLTP PML POLA1 POLD1 PRDX4 PRIM1 PRKG2 PROS1 RAB3B RASA3 RBL1 RFC3 RSPO2 SCD SCMH1 SDC1 SEMA3F SFRP2 SGCD SIVA1 SLBP SLC1A5 SLC25A15 SLC27A3 SLK SMOC2 SQLE ST3GAL4 STMN1 STMN2 TIPIN TK1 TOP2A TPST1 TRIM37 UHRF1 VCAN WDHD1 XRCC1 ZMYM4 MARKS_ACETYLATED_NON_HISTONE_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARKS_ACETYLATED_NON_HISTONE_PROTEINS GATA1 HMGA1 HSP90AA1 JUN KLF1 KPNA6 MYOD1 NCOA3 RELA SMAD7 WRN XRCC6 MARKS_HDAC_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARKS_HDAC_TARGETS_DN BCL2 BCL2L1 BIRC5 CCNA2 CCND1 CFLAR HIF1A IFNG IL1B IL6 STAT5A TNF TYMS VEGFA XIAP MARKS_HDAC_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARKS_HDAC_TARGETS_UP APAF1 BAD BAK1 BCL2L11 CASP3 CASP8 CASP9 CCNE1 DFFA FAS FASLG GADD45B GLRX GSN H2BC26 MCM3 MT1L RARB TNFRSF10B TNFSF10 TP53 TXN TXNIP MARSHALL_VIRAL_INFECTION_RESPONSE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARSHALL_VIRAL_INFECTION_RESPONSE_DN CCL15 CD7 CKS2 DTX1 GABPB1 GZMA GZMB H2AZ1 IL18RAP ITGB7 KIF23 KLF2 KLF3 KLRG1 MYB NFKBIA NFKBIB PCNA PDLIM1 PIM1 RASA3 RELB S1PR4 SGK1 STAT5B TCF7 TGIF1 TOB1 TXK MARSHALL_VIRAL_INFECTION_RESPONSE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARSHALL_VIRAL_INFECTION_RESPONSE_UP ADGRG1 CHIA CTSS DDIT4 ISG20 ITGAE RBPJ ZNRF1 ZRANB2 MARSON_BOUND_BY_E2F4_UNSTIMULATED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARSON_BOUND_BY_E2F4_UNSTIMULATED AAAS ABCB6 ABHD10 ABRAXAS1 ACD ADHFE1 AGFG2 AHCTF1 AIMP2 AIPL1 AK2 ALAD ALDH6A1 ALG8 ALKBH2 ALMS1 ANAPC15 ANKFY1 ANKRD49 ANLN ANP32E AP4B1 AP4M1 APEX2 APLF APOM APOO ARHGAP11A ARHGAP19 ARMC8 ASF1B ASPM ATP10A ATP5PD ATRX AURKA AURKB BAG6 BARD1 BICD2 BIRC5 BLM BLZF1 BORA BRCA2 BRD8 BRIP1 BRIX1 BRME1 BRMS1L BTBD10 BTF3L4 BUB1 BUB1B C12orf4 C12orf60 C16orf86 C18orf54 C1orf109 C1orf112 C1orf159 C1orf174 C21orf58 C2CD5 C5orf22 C6orf47 C6orf89 C9orf43 CALU CASP3 CASP8AP2 CBX1 CBX3 CC2D1A CCDC150 CCDC163 CCDC25 CCDC32 CCDC34 CCHCR1 CCM2 CCNA2 CCNB2 CCNF CCNG2 CCP110 CD2BP2 CDC20 CDC25A CDC25C CDC45 CDC6 CDC7 CDCA2 CDCA3 CDCA5 CDCA7 CDCA8 CDIN1 CDK1 CDK19 CDK2AP2 CDK5RAP2 CDNF CDT1 CENPA CENPE CENPH CENPI CENPK CENPL CENPM CENPN CENPP CENPQ CENPU CEP128 CEP55 CEP57 CEP72 CEP89 CFAP36 CFAP43 CFAP61 CGAS CHEK1 CHEK2 CHML CHTF18 CIP2A CIT CKAP2L CKS1B CLIC1 CLSPN CMC2 CMSS1 CMTR1 CNOT6 CNOT9 COMMD9 COX8A CRIPT CRNKL1 CSNK2B CSTF1 CSTF3 CTC1 CTNNA3 CXCL10 DARS2 DBR1 DCAF7 DCK DCLRE1B DCTN5 DDOST DDX11 DEPDC1 DEPDC1B DERL2 DGCR8 DHFR DHRS7B DHX36 DIAPH3 DLGAP5 DNAJB11 DNAJB14 DNAJC9 DNMT1 DROSHA DSCC1 DTL DZIP3 E2F1 ECT2 EFCAB11 EHD4 EIF3G EMC3 EME1 ENKD1 ENTREP3 ENY2 ERCC6L ERG28 ERI1 ERI2 ESCO2 ESPL1 ETAA1 EXO1 EXOSC2 EZH2 FAAP24 FADD FAM110A FAM111A FAM229B FAM53C FAM72A FAM76B FANCA FANCG FANCI FANCL FANCM FBXO48 FBXO5 FEN1 FH FHOD1 FIGNL1 FIP1L1 FKBP15 FKBP3 FLAD1 GABPB2 GDE1 GEMIN6 GEN1 GINS3 GOLT1B GPANK1 GPD2 GSTCD GTF2A1 GTPBP1 GTSE1 H1-1 H1-3 H1-5 H2AC12 H2AC14 H2AC25 H2AC4 H2AC8 H2AX H2AZ1 H2BC11 H2BC12 H2BC13 H2BC17 H2BC18 H2BC3 H2BC4 H2BC5 H2BC7 H2BC9 H3-4 H3C12 H3C13 H3C14 H3C15 H3C4 H3C6 H3C7 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C6 H4C8 H4C9 HASPIN HAUS3 HAUS6 HAUS8 HDGFL2 HELLS HELQ HIKESHI HINFP HJURP HLTF HMBS HMGB3 HMMR HNRNPA2B1 HNRNPUL1 HROB HSCB HSD17B6 HSP90B1 HSPA13 HSPA14 HSPA8 HSPB6 ICE2 IDH3B IER5 IFT27 IFT80 IL23A IMP3 INCENP ING2 INIP INTS12 INTS3 INTS7 IPO11 IQGAP1 IRF2BP1 ISCU ITGB3BP ITPRIP IWS1 JOSD1 KATNAL2 KATNB1 KCNAB2 KCTD2 KCTD9 KIAA0825 KIAA1143 KIF11 KIF15 KIF18B KIF20A KIF22 KIF23 KIF24 KIF2C KIF4A KIFC1 KMO KNL1 KNSTRN KPNA2 KPNB1 LIN52 LMBRD2 LRR1 LRRC14 LRRC40 LRRC49 LSM2 LSM3 LSM5 LY6G5B MAD2L1 MAGOH MAGOHB MAP3K7 MARS2 MAST1 MASTL MATR3 MCM10 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 MCPH1 MDC1 MDM1 MED18 MELK METTL18 MFAP1 MIS12 MIS18A MMACHC MMUT MND1 MNS1 MPDU1 MRE11 MRNIP MRPL13 MRPL18 MRPL27 MRPL51 MRPL57 MRPS12 MRPS18C MSH2 MSH3 MSH5 MSH6 MSN MTAP MTBP MTFR2 MTO1 MUTYH MXD3 MYBL2 MYC MYG1 MYO9B MZT1 NABP2 NASP NBN NCAPD2 NCAPD3 NCAPH NCBP3 NDC1 NDC80 NEIL3 NEK2 NEMP1 NEMP2 NET1 NEU1 NFATC2IP NFYA NHP2 NME7 NOL8 NOLC1 NOP58 NOTCH1 NPHP4 NRM NSL1 NSMCE1 NTAN1 NUBP1 NUCKS1 NUDCD1 NUDCD2 NUDT2 NUF2 NUP107 NUP133 NUP153 NUP37 NUP50 NUP85 NUSAP1 NUTF2 NXT1 OARD1 OGG1 OPA1 OPN3 ORC1 ORC6 OSCP1 PAICS PAK4 PALB2 PAN2 PARPBP PARS2 PASK PBK PCDHGC4 PCDHGC5 PCLAF PCNT PDZD11 PELP1 PEX19 PIAS1 PIDD1 PIF1 PIGF PIGM PIMREG PITPNM1 PLAA PLEKHG2 PLEKHO2 PLK1 PLK4 PMF1 PML PMS2 POC1A POLA1 POLD2 POLD3 POLE2 POLE3 POLE4 POLN POLQ POLR1G POLR2A POP7 PPAT PPIH PPIL1 PPP1R13L PPP1R15B PPP1R7 PPWD1 PRC1 PRIM1 PRIM2 PRIMPOL PRKDC PROSER3 PRPF19 PRPF38A PRR11 PSMB9 PSMC3IP PTMA PYCR3 QTRT2 RAB11B RAB12 RAB24 RAB8A RACGAP1 RAD1 RAD51 RAD51AP1 RAD51B RAD54L RAMAC RANBP1 RANGAP1 RASSF3 RBL1 RBMX RBMX2 RDM1 RECQL RECQL4 REXO5 RFC4 RIBC1 RIMOC1 RIOK3 RLBP1 RNASEH2B RND2 RNF41 RNF8 RPA2 RPL3 RPL4 RPN2 RPP30 RPRD1B RPS20 RPS3A RPS6KA5 RPUSD1 RPUSD2 RRM1 RRM2 RRS1 RSL1D1 RTEL1 RTTN SAE1 SARS2 SART3 SASS6 SBDS SCAMP3 SCFD2 SEC11C SENP1 SERBP1 SETD5 SF3B5 SFPQ SGO1 SGO2 SHC1 SHCBP1 SHMT1 SHQ1 SIAH1 SIVA1 SKA1 SKA2 SKA3 SKP2 SLBP SLC11A2 SLC16A10 SLC25A10 SLC25A22 SLC31A1 SLC9A1 SLC9A5 SMC1A SMC2 SMC3 SMC4 SMC6 SMCR8 SMPD4 SNAPC5 SNRNP48 SP9 SPAG5 SPC24 SPC25 SPDL1 SPDYA SPICE1 SRSF1 SRSF10 SRSF11 SRSF6 STARD6 STAT1 STIL STK35 STMN3 STOML1 SYNGR1 SYNGR4 TACC3 TAP1 TATDN3 TBC1D13 TBCCD1 TCERG1 TCF19 TCF3 TCP1 TDP1 TEDC1 TEDC2 TEKT5 TENT5B TESK2 TFAP4 TFB1M TIMM50 TIMM8A TINF2 TIPIN TMCO1 TMEM129 TMEM143 TMEM167A TMEM241 TMEM258 TMX1 TNFAIP8L1 TOE1 TONSL TOP2A TOP3A TOPBP1 TP53 TPX2 TRA2B TRAIP TRIM27 TRIP4 TRMT2A TRMT6 TSEN15 TTC24 TTC32 TTC41P TTI1 TTK TTLL5 TUBB TUBE1 TXLNA TXN2 TXNDC12 TXNL1 TYW1B UBAP2 UBB UBE2C UBE2S UBXN6 UFD1 UFSP2 UHRF1 ULBP1 UNG USP1 USP5 UTP3 VAT1 VPS26B VPS35 VRK1 WBP11 WDR76 WRAP53 XPC XRCC2 XRCC4 YIPF5 YLPM1 YME1L1 ZFAND2A ZFPL1 ZMYM1 ZMYND19 ZNF124 ZNF367 ZNF438 ZNF689 ZW10 ZWILCH MARSON_BOUND_BY_FOXP3_STIMULATED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARSON_BOUND_BY_FOXP3_STIMULATED AASDHPPT ABCB8 ABHD1 ABHD12 ABHD13 ABHD2 ABHD8 ACOT1 ACOT2 ACP2 ACSL4 ACTBL2 ACTRT3 ADAM10 ADD1 ADGRE4P ADH1C ADIPOQ ADM ADORA2A AFTPH AGGF1 AGO2 AHCYL1 AIPL1 AKIRIN1 AKIRIN2 AKR1C4 ALG8 ALG9 ALYREF AMZ2 ANAPC11 ANGPTL4 ANKMY2 ANTXR2 ANXA7 ANXA9 AP4B1 APAF1 APBA2 APBB1IP APH1A APLP2 AQP11 AQP9 ARG2 ARHGAP10 ARHGAP11A ARHGAP12 ARHGDIB ARHGEF12 ARHGEF6 ARID1A ARID5B ARIH1 ARIH2 ARL10 ARL11 ARL5B ARL6IP5 ARL6IP6 ARMC6 ARMC8 ARPC1B ART2BP ASF1A ASH1L ASPH ATG12 ATG9B ATL3 ATM ATOSA ATP10D ATP1A2 ATP5IF1 ATP5PD ATP6V0A1 ATXN1 AVPI1 BABAM2 BACH1 BBS12 BBS4 BCAR1 BCL10 BIN3 BIRC3 BLCAP BLOC1S5 BLOC1S6 BLTP3B BMI1 BNIP2 BRCA1 BRMS1L BSPRY BZW2 C12orf60 C16orf87 C1GALT1 C1orf43 C1orf74 C21orf62 CA12 CAB39 CABP1 CAD CAMK1D CAMK2G CAP1 CATSPER2 CBLN3 CBX3 CBX7 CCDC117 CCDC18 CCDC32 CCDC77 CCL1 CCN2 CCND3 CCNG2 CCNI CCPG1 CCR1 CCR3 CCR4 CD2 CD274 CD28 CD3D CD3E CD3G CD47 CD53 CD72 CDC27 CDC40 CDK17 CDK19 CDK4 CDKN1B CDYL2 CELA1 CENPA CENPC CENPI CENPL CEP120 CEP57L1 CEPT1 CERS2 CETN4P CFAP418 CFAP43 CFAP68 CGA CGAS CGREF1 CHD1 CHD1L CHEK1 CHIC2 CHMP4B CILK1 CIP2A CISD2 CISH CITED2 CLEC2D CLIC1 CLIP1 CMPK1 CMTM7 CNOT2 CNOT6L CNTD1 COA3 COA7 COBLL1 COG3 COMMD3 COPS7B COQ10B CPD CPSF2 CREB1 CROT CRTAM CRYAB CRYGS CSF1 CSK CSNK1G2 CSRNP1 CSTB CSTPP1 CTDSPL2 CTPS1 CTSC CTSD CUL3 CUTALP CX3CR1 CXCL10 CXCR5 CXCR6 CYLD CYP1A1 CYTIP DAP DAP3 DAPP1 DARS2 DBF4 DBR1 DCAF1 DCLRE1B DCLRE1C DCUN1D3 DDA1 DDB2 DDIAS DDIT4 DDX39A DENND1B DENND4A DGKA DHFR DHRS9 DIPK1A DIXDC1 DLEC1 DMAC1 DNAAF11 DNAI4 DNAJA2 DNAJB12 DNAJB14 DNAJB4 DNAJC2 DNAJC8 DNASE1 DPYSL2 DRAM2 DSG2 DTL DUSP6 DUT DYNC2I1 DYNLT2 DYNLT4 DYRK1A DZIP3 EAF1 EAPP ECE1 ECPAS ECT2 EDEM1 EEA1 EFCAB2 EFL1 EGR2 EID1 EIF4E EIF4ENIF1 EIF5 ELAVL1 ELK4 ELL ELL3 ELOA ELOVL5 EML4 ENOPH1 ENTPD5 ENTR1 EOLA1 EPB41L2 EPC2 EPM2AIP1 ERCC1 ERI2 ERMARD ERN1 ERP27 ETF1 ETS1 ETV3 EVI2A EVI2B EYA2 F2RL2 FAF1 FAH FAM107B FAM133B FAM135A FAM162A FAM185A FAM216A FAM43A FAM72A FAM98B FARS2 FASLG FBRS FBXO48 FBXO9 FBXW10 FBXW12 FCGR3A FEM1B FGF7 FGL2 FGR FHIP1B FHL2 FIP1L1 FKBP1A FLAD1 FLOT1 FOXJ3 FRG2B FRMD6 FRMD8 FTH1 FUBP1 FYB1 FYN FYTTD1 GABPB1 GADD45B GAS5 GATB GBP2 GBP6 GCK GCNT3 GFPT1 GGNBP2 GGTA1 GIMAP5 GLCE GLIPR1 GLO1 GLT8D2 GLYAT GMFG GNG2 GOLPH3 GOLPH3L GOT2 GPAT4 GPD2 GPN3 GPR146 GPR171 GPR18 GPR22 GPR35 GPR65 GRAP GRAP2 GSAP GSR GSTCD GSTM2 GSTT2 GTF2A2 GTF3C6 GTPBP1 GTPBP2 GYPC H1-3 H1-5 H2AC12 H2AC18 H2AC20 H2AC25 H2AC4 H2AC8 H2AZ1 H2BC11 H2BC12 H2BC17 H2BC26 H2BC9 H3-4 H3C12 H3C13 H3C14 H3C15 H3C4 H3C6 H3C7 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C6 H4C8 H4C9 HADHA HADHB HCLS1 HCST HECTD2 HERC1 HERC4 HERPUD2 HHAT HMG20A HNRNPA1L2 HNRNPDL HNRNPF HNRNPU HNRNPUL1 HOOK2 HOOK3 HP1BP3 HSD17B10 HSF4 HSP90B1 HSPA13 HSPA4L HSPBAP1 HSPH1 IDH1 IER3 IFI16 IFNK IGSF8 IKBIP IL10RA IL2 IL2RA IL9R ING3 INSIG1 INTS12 INTS13 IRAG2 IRF2 IRF8 ISCU ITGAL ITGB7 ITIH5 ITK ITM2B ITPRIP IZUMO1R JAK2 JAML JMJD6 JOSD1 JUNB KANSL2 KAT2B KBTBD3 KCNA3 KCNN4 KCTD10 KCTD20 KDM2B KDM5A KDM5B KDM5C KDM6A KHDC4 KHNYN KIAA1191 KIF2C KIF5B KIFC1 KLF6 KPNA3 KPNB1 KTI12 LCORL LCP2 LCTL LEO1 LEPROTL1 LETM2 LETMD1 LGALS8 LIMD2 LIPC LIPH LIX1 LNPEP LPXN LRIF1 LRP10 LRP2BP LRR1 LRRC25 LRRC27 LRRC58 LRRC8D LSM10 LST1 LTB LY9 LY96 LYPLA2 LYRM1 LYRM4 LYSET LYSMD1 LYSMD3 M1AP MAD2L1BP MAP2K6 MAP3K1 MAP3K5 MAP4K4 MAPK6 MAPKAPK3 MAPRE2 MARCHF6 MARCHF9 MAT2B MBNL1 MCL1 MCM3 MDM1 MDM2 ME1 MEFV MEIG1 METAP1 METTL13 METTL5 METTL6 MFSD11 MFSD14A MFSD6 MGME1 MIER1 MINDY1 MINDY3 MINK1 MIX23 MLEC MLH1 MLLT3 MPHOSPH8 MPLKIP MRPL33 MRPL34 MRPL36 MRPL42 MRPL45 MRPS28 MRPS31 MS4A6A MSH3 MSH5 MTMR1 MTO1 MTRF1L MYC MYL4 MYNN NABP1 NAP1L4 NARS2 NASP NAT9 NBR1 NCAPD3 NCF1 NCKAP1 NCOA3 NDFIP1 NDUFAF3 NDUFS6 NDUFV2 NEDD9 NEK7 NFAT5 NFATC2 NFATC3 NFIA NFKBID NOCT NOP58 NPAT NPB NPC1 NPTN NR1D1 NR1H3 NRBP1 NRDC NRGN NRIP1 NRP1 NSFL1C NSUN6 NT5E NUMA1 NUP153 NUP210 NUP43 NUP58 OACYLP OAF OAZ1 OCIAD2 OGT ORAI2 ORC5 ORM2 ORMDL1 OS9 OSBPL8 OSBPL9 P2RX4 P2RY10 P4HA3 PAICS PAIP2 PARK7 PBRM1 PCGF2 PCMT1 PCSK1 PDCD1 PDCD2 PDE6D PDIA3 PDK1 PEAK1 PECAM1 PER1 PFKM PGK1 PHAF1 PHTF2 PICALM PIKFYVE PIM1 PIMREG PIP5K1A PLCD1 PLG PLGRKT PLIN2 PLLP PLSCR1 PMPCA PMS1 PMVK PNRC2 POFUT1 POGLUT3 POLD3 POLD4 POLG2 POLR1E POLR3B POLR3C POP5 POU2AF1 POU2F3 PPAT PPEF2 PPIE PPP1CB PPP1R13B PPP2R1A PPP2R5A PPP4R1 PPT1 PRAF2 PRCC PRDX1 PRDX6 PRMT5 PRPF40A PRR13 PRRC2A PRRG4 PRUNE1 PSEN1 PSMB3 PSMC2 PSMD4 PSMD5 PSME3IP1 PTBP3 PTGER1 PTGER4 PTGR3 PTPN22 PTPRC PTPRJ PYM1 RAB19 RAB2A RAB3GAP1 RAB8B RABGAP1L RAD54L2 RAMP1 RANBP10 RAP1A RBKS RBL1 RBL2 RBM6 RBPJ RCC2 RCHY1 RCL1 REEP3 REL REST RETREG3 RGS1 RGS2 RGS3 RHBDD3 RHEB RHOA RHOG RIDA RILPL1 RIOK2 RIOX2 RNF11 RNF115 RNF121 RNF170 RNMT ROCK2 RPS26 RPS29 RPS6KA5 RPUSD2 RRP12 RSPRY1 RSRP1 RTN3 RUBCN S100A5 S100A6 SAMD13 SAMD4B SAMSN1 SARAF SARS1 SART3 SASH3 SAXO2 SCARB2 SCFD2 SCNM1 SCP2 SDCBP SDF2 SELENOI SEMA4A SENP1 SEPHS1 SEPTIN6 SERF2 SERINC1 SESN1 SESN2 SETD5 SETD7 SETDB1 SFR1 SGK1 SGPP1 SH2B3 SHC1 SHISA5 SIAE SIL1 SIPA1L1 SIX6 SKIL SLC11A2 SLC17A6 SLC20A1 SLC22A3 SLC23A2 SLC25A12 SLC25A15 SLC25A24 SLC25A33 SLC25A40 SLC25A45 SLC26A8 SLC2A1 SLC35B4 SLC35F6 SLC36A1 SLC37A3 SLC39A10 SLC3A2 SLC41A1 SLC49A4 SLC5A6 SLC6A4 SLC9A9 SLFN12L SMAD7 SMAP2 SMARCC1 SMG5 SMG7 SMIM14 SNAI3 SNAPC3 SNAPC4 SNRNP25 SNRNP35 SNX30 SPA17 SPAG9 SPATA6 SPRED2 SRGN SRP54 SRPK1 SRPK2 SRRM2 SRSF1 SRSF3 SRXN1 SSBP3 SSBP4 SSMEM1 ST13 ST8SIA4 STAP1 STAT3 STAT6 STK11IP STK26 STX16 STX7 SUGCT SUN2 SUPT20H SUPT6H SUSD6 SYF2 SYNE3 SYNJ2 SYNRG SYPL1 SYTL2 TAB2 TAF8 TBCE TBK1 TBL1X TBL1XR1 TBRG1 TCEAL9 TCEANC2 TCP11L2 TCTA TES TESK2 TEX19 TFB2M TGIF1 TGOLN2 THEMIS THUMPD3 THY1 TIAL1 TIMM21 TIPARP TLCD2 TLE3 TMED10 TMED2 TMED5 TMEM134 TMEM164 TMEM167A TMEM167B TMEM19 TMEM209 TMEM30A TMEM50A TMEM53 TMEM59 TMEM60 TMEM62 TMEM71 TMEM79 TMOD3 TMPRSS4 TNFRSF18 TNFRSF19 TNFRSF1B TNFRSF9 TNFSF14 TNFSF4 TNIP3 TNPO1 TOLLIP TOM1L2 TOMM34 TOPBP1 TOR1AIP1 TOR1AIP2 TP53 TPGS2 TPST2 TRADD TRAF3IP3 TRAPPC5 TRAT1 TRIM16 TRIM17 TRIM44 TRIM5 TRPC2 TRPC4AP TSHZ1 TSNAXIP1 TTC24 TTC41P TTC5 TTLL12 TUBG1 TXN UBA3 UBALD2 UBAP2L UBB UBE2D1 UBE2D3 UBE2D4 UBE2G2 UBE2N UBE2R2 UBE2V1 UBE2W UBE3B UBL3 UBR1 UBXN4 UBXN8 UCP2 URM1 USF1 USP10 USP17L2 USP3 USP4 USP48 USP6NL USP8 UTP25 UTP6 VAMP4 VPS26C VPS37B VPS72 VTCN1 WASF2 WBP11 WDR26 WDR31 WDR44 WDR45 WDR59 WDR6 WFS1 WRAP53 WSB2 XBP1 XPA XPNPEP3 XPO1 XRCC4 YKT6 YTHDF3 ZAP70 ZBED5 ZBTB1 ZBTB22 ZBTB25 ZBTB37 ZBTB5 ZC3H12D ZC3HAV1 ZDHHC9 ZFAND5 ZFAND6 ZFP1 ZFP3 ZFP36L1 ZNF205 ZNF280D ZNF281 ZNF330 ZNF426 ZNF559-ZNF177 ZNRF2 ZPBP2 ZWINT MARSON_BOUND_BY_FOXP3_UNSTIMULATED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARSON_BOUND_BY_FOXP3_UNSTIMULATED ABCA7 ABCB6 ABHD12 ABHD2 ABHD8 ABT1 ACAD8 ACAT1 ACBD5 ACSL4 ACTG1 ACTR2 ACTR3 ACTRT3 ADD1 ADH1C ADORA2A AGGF1 AGO2 AIMP2 AJUBA AK2 AKIRIN1 AKR1C4 AKT1S1 ALDH3A2 ALG9 ALYREF AMBRA1 AMDHD1 AMPH AMZ2 ANAPC16 ANAPC5 ANGEL2 ANKMY2 ANKRD13C ANKRD22 ANKRD61 ANKZF1 ANXA7 ANXA9 AOX1 AP2A2 AP4B1 AP4M1 APEX2 APLF APLP2 AQP11 AQP9 ARCN1 ARF6 ARG2 ARHGAP1 ARHGAP10 ARHGAP11A ARHGAP12 ARHGAP15 ARHGAP45 ARHGDIB ARHGEF12 ARHGEF6 ARID1A ARID3B ARID5A ARID5B ARIH1 ARL15 ARL4A ARL4C ARL4D ARL6IP5 ARL6IP6 ARMC6 ARMC8 ARPP21 ARSB ART2BP ASB3 ASCC1 ASF1A ATF5 ATF7IP ATG12 ATG13 ATG7 ATM ATOSA ATP10D ATP1A2 ATP2A1 ATP5MG ATP5PD ATP6V0A1 ATP6V1D ATXN1 AURKB AVPI1 B4GALT1 B9D2 BABAM2 BASP1 BBS4 BCL10 BLM BLOC1S5 BLOC1S6 BLTP2 BNIP2 BRIX1 BRMS1L BSPRY BTNL10P BZW2 C11orf71 C12orf60 C15orf48 C16orf87 C17orf49 C1orf43 C1orf74 CA12 CAB39 CABP1 CAGE1 CAMK1D CAMK2D CARTPT CAT CBLN3 CCDC18 CCDC28A CCDC38 CCDC47 CCDC77 CCN2 CCND2 CCNG2 CCNI CCNY CCPG1 CCR4 CCR8 CD226 CD274 CD276 CD28 CD3D CD3E CD3G CD48 CD53 CD84 CDC123 CDC27 CDC40 CDK11B CDK17 CDK19 CDK5RAP3 CDK9 CDKL3 CDKN1B CDKN2D CENPA CENPC CENPK CENPL CENPM CEP120 CEP57L1 CERS2 CFAP43 CFAP68 CGAS CGRRF1 CHEK1 CHORDC1 CISH CITED2 CLCC1 CLEC12A CLEC2D CLK1 CLTC CMTM6 CNOT2 CNOT6L CNPPD1 CNPY2 CNTF COPG1 COPS7B COQ8A COX11 COX20 CPA3 CPD CPNE7 CPSF2 CPT1A CR1L CRACDL CREB1 CREB3L3 CREB3L4 CREBL2 CRYBA4 CRYGD CSK CSNK1A1 CSNK1G2 CSTB CSTPP1 CTDSP1 CTSE CTSS CUL3 CWF19L2 CX3CR1 CXCR6 CYP1A1 CYSLTR1 CYTIP DAP DAPK3 DARS1 DARS2 DBF4 DBR1 DCAF1 DCK DCLRE1A DCLRE1B DCLRE1C DDA1 DDB1 DDB2 DDIAS DDIT4 DDX24 DDX42 DEGS2 DENND1B DENND6A DET1 DGKA DHFR DHRS3 DHX33 DHX38 DIPK1A DLX1 DMAC1 DMPK DMWD DNAAF11 DNAI4 DNAJB12 DNAJB4 DNAJB6 DNAJC1 DNASE1L1 DNMBP DNTT DOHH DOK2 DPH6 DRC3 DUSP10 DUSP16 DUSP6 DUT DYNC2I1 DYNC2I2 DYNLT4 E2F2 EAPP ECH1 ECT2 EDARADD EDEM1 EEA1 EEF2 EFCAB2 EFCAB9 EGLN1 EGR2 EID1 EIF1 EIF2AK3 EIF2S1 EIF3H EIF3K EIF4E3 EIF4EBP2 EIF5 ELAC1 ELANE ELAVL1 ELF1 ELK4 ELL ELOA ELOVL5 ELP3 EMP1 EMP3 ENOPH1 ENTPD5 EOLA1 EPC2 EPS15 ERAP1 ERCC3 ERI2 ERLEC1 ERN1 ETAA1 ETS1 ETV3 EVI2A EVI2B EWSR1 EXOSC4 EXTL2 F12 F2RL2 FAM117A FAM13B FAM149B1 FAM185A FAM98B FANCI FARS2 FBL FBRS FBXL3 FBXO46 FBXW10 FCGR2A FCRLA FDXACB1 FGD3 FGD6 FGFR1OP2 FGL2 FHIP1B FKBP1A FKBP1B FLAD1 FLI1 FNTB FOSB FOSL2 FOXO3 FRAT2 FRG1 FRMD8 FSCN2 FTH1 FUBP1 FYB1 FYCO1 FYN FZD7 FZR1 GABARAP GARIN2 GARS1 GATA3 GBP2 GCNT3 GDI2 GEN1 GFPT1 GGNBP2 GGPS1 GGT1 GGTA1 GIMAP1 GIMAP4 GIMAP5 GIMAP6 GINS1 GJA1 GLB1 GLIPR1 GLT8D2 GMDS GMFB GNA13 GNG2 GNGT2 GOLPH3 GOLPH3L GPAA1 GPD2 GPR146 GPR171 GPR18 GPR22 GPR65 GPR82 GPX2 GRB2 GRK6 GRM6 GSR GTF2A2 GTF2B GTF3C6 H1-4 H1-5 H1-6 H2AC12 H2AC14 H2AC18 H2AC25 H2AC4 H2AC8 H2AJ H2BC11 H2BC12 H2BC13 H2BC17 H2BC18 H2BC4 H2BC5 H2BC7 H3-3A H3-4 H3C12 H3C13 H3C14 H3C15 H3C4 H3C6 H3C7 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C6 H4C8 H4C9 HADHA HADHB HARBI1 HAUS3 HAUS4 HAUS6 HBP1 HELZ HERC1 HERC3 HERC4 HHAT HIBADH HIVEP1 HMG20A HMGB1 HMMR HNRNPDL HNRNPF HNRNPL HNRNPU HNRNPUL1 HP1BP3 HPGDS HSP90B1 HSPA4 HSPA9 HSPH1 HYCC2 IBA57 ICAM2 ID2 IDH1 IFI16 IFI27 IFIT2 IFT122 IFT46 IGSF8 IL10RA IL17RA IL9 IMP3 ING3 INPP1 INSIG1 INTS13 IRAG2 IRF4 IRF8 ISCU ISY1 ITCH ITGA9 ITGAL ITGAV ITGB3BP ITK ITM2B ITPRIP IZUMO4 JAK2 JAML JARID2 JMJD6 JUNB JUND KAT6B KCNA3 KCNAB3 KCNJ2 KCNN4 KCTD10 KCTD2 KDM2B KDM5A KDM5B KDM5C KDM6A KHNYN KIAA1143 KIF11 KIF15 KIF18B KIF23 KIF3A KIF5B KISS1R KLF6 KLRB1 KNL1 KPNA3 KPNB1 KRI1 KRR1 KTI12 LAMTOR1 LAPTM5 LAS1L LBR LCP2 LDB1 LDLRAD3 LDLRAP1 LEO1 LEPROTL1 LGALS8 LIF LIMD2 LIN28A LMAN2 LPCAT3 LPXN LRP10 LRP2BP LRR1 LRRC10 LRRC41 LRRC42 LRRC66 LRRC75A LRRC75B LRRC8C LRRC8D LSM14A LSM3 LSM5 LY9 LY96 LYRM4 LYSET LYSMD1 LYSMD3 LZTFL1 MACROH2A1 MAD1L1 MADD MAF1 MANBA MAP2K2 MAP2K6 MAP3K1 MAP3K11 MAP3K14 MAP3K20 MAP4K1 MAP4K4 MAPK6 MAPKAPK3 MAPRE2 MARCHF6 MAT2B MBD4 MBNL1 MBP MBTPS2 MCM10 MCM3 MCM7 MDH1 MDM4 ME1 ME2 MED1 MED16 MED24 MEF2A MEIG1 METRNL METTL21A METTL27 METTL5 MFSD11 MFSD4B MFSD6 MGME1 MIB1 MICAL1 MIER1 MINDY1 MINDY2 MINDY3 MINK1 MIS18BP1 MKNK1 MLEC MLH1 MLLT3 MMP9 MNS1 MNT MOB1A MOB3A MOK MORC2 MOV10 MOXD2P MPG MPHOSPH8 MPLKIP MPP2 MR1 MRNIP MRPL33 MRPL34 MRPL45 MRPL48 MRPS31 MRPS33 MS4A6A MSGN1 MSH3 MSH6 MTFMT MTG1 MTHFD2 MTO1 MTRF1 MYC MYL11 MYL6B MYNN MYO1E NAA15 NAA16 NABP1 NAIF1 NANP NASP NAT9 NCAPD2 NCAPD3 NCOA3 NCOR1 NDFIP1 NDOR1 NDUFB3 NDUFC1 NDUFS4 NEDD9 NEMF NF2 NFATC3 NFE2L2 NFIA NFKB1 NGLY1 NHLRC2 NIF3L1 NIPA1 NKAP NKX2-6 NME1 NMI NMRK1 NPAS4 NPAT NPB NPC1 NPTN NQO2 NR1D1 NRDC NSMCE1 NSUN4 NT5E NUDCD2 NUDT4 NUDT5 NUF2 NUMA1 NUP153 NUP35 NUP43 NUP62 NXN NXT2 NYAP1 OACYLP OAF OGA OGT OPLAH OR10S1 OR2Y1 OR6C76 OR7E24 ORAI2 ORC5 OS9 OSBPL8 OSTF1 OTUD5 P2RY10 P2RY14 PABPC1 PAIP2B PANX1 PAPLN PAQR7 PARK7 PCBP1 PCMT1 PCNX3 PDCD1 PDCD6IP PDE12 PDE6D PDE7B PDK1 PEAK1 PES1 PGAM1 PHF23 PHF6 PHTF2 PIAS4 PICALM PIGK PIGL PIK3CD PIK3CG PIK3IP1 PIKFYVE PITPNB PJA1 PKM PKN2 PKN3 PLEKHB1 PLEKHF1 PLEKHG6 PLEKHS1 PLGRKT PLPPR3 PLSCR1 PLXNC1 PML PMS2 PNKP PNPLA7 PODNL1 POGLUT3 POLDIP2 POLE4 POLG2 POLN POLR1E POLR2A POLR3B PON2 POT1 POU2AF1 POU2F3 POU3F3 PPIL3 PPP1CB PPP1R13B PPP2R2A PPP2R5A PPP2R5C PPP3CA PPP4C PPP5C PPT1 PPWD1 PRAF2 PRCC PRDX1 PRDX6 PRELID3A PRKAR1A PRMT5 PRPF18 PRPF40A PRPF8 PRPS1 PRPSAP1 PRR15L PRRG4 PRTN3 PRUNE1 PSD4 PSEN1 PSMA3 PSMB11 PSMB5 PSMC1 PSMC3 PSMD4 PSMD8 PSME3IP1 PTGIR PTGR3 PTK2 PTPN2 PTPN22 PTPRC PTPRJ PTTG1 PXMP4 PYGL PYM1 QPCTL R3HDM1 RAB18 RAB19 RAB2A RAD1 RAD52 RAG1 RAMP1 RANBP2 RASA3 RASGRP4 RBKS RBL1 RBL2 RBM47 RBM5 RBM6 RBM7 RBPJ RCC2 RDM1 RDX REST RETREG2 RETREG3 RFX3 RGS1 RGS14 RGS2 RGS5 RGS9BP RHBDD3 RHBDF1 RHEB RHOA RHOB RIBC1 RIC1 RIMOC1 RIOK1 RIPK1 RLBP1 RMC1 RMND5A RMND5B RNASEK RNF128 RNF38 RNMT RPL29 RPLP1 RPS26 RPS29 RPS3A RPS6KA3 RPS6KA5 RSPRY1 RSRP1 RTF2 RTN4IP1 RUNDC3B RWDD1 SACM1L SARAF SART3 SASH3 SCMH1 SCML4 SCNM1 SEC11A SEC14L1 SEMA4A SEPHS1 SEPHS2 SEPTIN6 SERPINA11 SERPINB7 SERTAD1 SERTAD3 SESN1 SESTD1 SETD5 SETDB1 SF1 SFT2D2 SGPP1 SGSH SH2D3C SHARPIN SHC1 SHISA5 SHMT2 SHROOM1 SIAE SIK3 SIRT1 SLC16A6 SLC17A5 SLC17A6 SLC20A1 SLC22A4 SLC22A5 SLC23A3 SLC25A15 SLC25A24 SLC25A37 SLC25A40 SLC25A45 SLC26A11 SLC2A8 SLC30A7 SLC35B4 SLC35D1 SLC37A3 SLC39A1 SLC39A3 SLC4A1AP SLC6A4 SLC9A9 SLFN5 SLU7 SLX9 SMAD3 SMAD7 SMAP2 SMARCC1 SMC1A SMG9 SMPD2 SMYD3 SNHG16 SNX12 SNX31 SP6 SPA17 SPACA4 SPAG6 SPATA5L1 SPATA6 SPPL2A SPTY2D1 SRGN SRP19 SRP54 SRPK2 SRSF1 SSBP3 SSNA1 ST3GAL4 ST6GALNAC1 ST8SIA4 STAP1 STAT3 STAT6 STC2 STK10 STK11IP STK26 STK4 STKLD1 STOML1 STRADA STX12 STX16 STX1A STX7 STXBP4 SUB1 SUGCT SUMO2 SUPT7L SUPV3L1 SURF4 SYF2 SYNE3 SYPL1 SYT3 SYTL1 SYTL2 TAFAZZIN TAPT1 TAT TAX1BP1 TBC1D10B TBC1D15 TBC1D17 TBL1X TBRG1 TCEANC2 TCF4 TCP11L2 TCTA TEC TENT2 TERF1 TES TESK2 TEX19 TEX261 TFB2M TGFB1 TGFBR2 THA1P THEMIS THYN1 TIMM22 TIPARP TJP1 TKFC TLE3 TMC6 TMC8 TMED10 TMED5 TMEM106B TMEM134 TMEM140 TMEM147 TMEM164 TMEM167A TMEM167B TMEM199 TMEM203 TMEM222 TMEM30A TMEM50A TMEM59 TMEM60 TMEM62 TMEM71 TMEM91 TMIGD1 TMOD3 TMPO TNFRSF18 TNFRSF19 TNFRSF1B TNFRSF9 TNFSF4 TNPO1 TOM1L2 TOMM34 TOP2B TOR1AIP1 TOR1AIP2 TOR4A TP53 TP53INP1 TPGS2 TPM4 TPP2 TPRG1L TPRN TPST2 TRA2A TRAF3IP2 TRAIP TRAPPC1 TRAPPC2 TRDMT1 TRIM16 TRIM33 TRIM5 TRIM8 TRPA1 TRPC4AP TRPV2 TSC22D3 TSC22D4 TSHZ1 TTC16 TTC41P TTC5 TTK TTLL6 TUBA8 TUBB4B TUBG1 TXN TXNIP TXNL4B UBA3 UBA6 UBALD2 UBAP2L UBB UBE2B UBE2D3 UBE2H UBE2R2 UBE2V1 UBE2W UBE3B UBL3 UBR1 UBXN8 UFC1 UNC5A UQCRH URI1 URM1 USF1 USP21 USP3 USP4 USP48 USP6NL UTP23 UTP6 UVRAG VAMP4 VEZF1 VEZT VMP1 VPS11 VPS37B VPS45 VSIG8 VSIR VSTM2L VTA1 VTCN1 WAC WASF1 WASF2 WBP1 WBP11 WBP2 WDCP WDPCP WDR20 WDR26 WDR31 WDR44 WDR45 WEE1 WNT2B WRAP53 XBP1 XCL1 XPA XPO1 XPO7 XRCC4 YES1 YLPM1 YTHDF3 YWHAZ ZAP70 ZBED5 ZBTB1 ZBTB25 ZBTB5 ZC3HAV1 ZDHHC17 ZDHHC9 ZEB1 ZER1 ZFAND5 ZFAND6 ZFP1 ZFP36L1 ZKSCAN5 ZMPSTE24 ZNF146 ZNF275 ZNF280B ZNF280D ZNF35 ZNF394 ZNF429 ZNF559-ZNF177 ZNF609 ZNF708 ZNF879 ZNRF2 ZPBP ZPBP2 ZRANB3 ZWINT MARSON_FOXP3_CORE_DIRECT_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARSON_FOXP3_CORE_DIRECT_TARGETS DUSP6 GADD45B GPR171 IL2 IRF8 ITK JAK2 MAPRE2 MYC NFKBID POU2AF1 PTPN22 S100A6 TGIF1 TNFRSF9 UCP2 ZAP70 MARSON_FOXP3_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARSON_FOXP3_TARGETS_DN AKR1C3 ALS2 BTG1 BTLA BZW1 CDT1 CDV3 DDT DENND2D DUSP6 EMB ENC1 ETF1 FAM107B FOXP1 GADD45B GCH1 GPR171 GRAMD1B GSTT2 IFNG IL2 ITK ITM2A JAK2 M6PR MALT1 MBP MYC NABP1 NFATC1 NFKBID NFKBIE NOLC1 PDE3B POLR1D POU2AF1 PTPN22 RAMP3 RCL1 RGS2 RIOX1 RNF19A RNF4 SLC29A1 STK26 STX6 TGIF1 THEMIS TNFSF11 UCP2 UTP25 ZAP70 ZFP36L2 MARSON_FOXP3_TARGETS_STIMULATED_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARSON_FOXP3_TARGETS_STIMULATED_DN CPEB2 DNAJB4 FOXO3 LTB MAPKAPK3 NOL4L PLIN2 PPP1R13B RAMP1 TEC MARSON_FOXP3_TARGETS_STIMULATED_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARSON_FOXP3_TARGETS_STIMULATED_UP ADAM10 ANXA1 BTLA CDYL2 CRTAM CYTIP DAP EEA1 EVI2B GPR171 IL2 ITK JAK2 KDM2B LPXN MBP MLLT3 PHF6 POU2AF1 PTGER4 PTPN22 SLC17A6 SLC25A24 TGIF1 THEMIS TMPRSS11E TNFRSF19 TNFSF14 ZAP70 ZFP36L1 MARSON_FOXP3_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARSON_FOXP3_TARGETS_UP ARHGAP9 BASP1 CAPG CD2 CD24 CD44 CD81 CELF2 CORO1A CRIP1 CSNK1D CYB5A DDIT4 ECM1 ENO3 EP300 EPHX1 ETS1 GM2A HACD3 HADH HNRNPLL IRF8 ITGAV ITM2C LRRC8C MALAT1 MAPRE2 MBNL2 MCL1 MKNK2 MYH9 MYO1C NCF4 NHERF1 NKG7 NRIP1 OSBPL9 PDLIM2 PDZK1IP1 PLIN2 PNP PPM1B PSMB8 RAC2 RAMP1 RCSD1 RGS16 RSRP1 S100A10 S100A4 S100A6 SAMHD1 SERINC3 SH3BGRL SLC2A3 SNX18 STK10 SWAP70 TGFBR1 TIAM1 TNFRSF4 TNK2 VIM XCL1 ZNF260 MARTENS_BOUND_BY_PML_RARA_FUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARTENS_BOUND_BY_PML_RARA_FUSION ABHD2 ABI3 ACP5 ACSF3 ACSL1 ADAM8 ADAMTS10 ADCY10 ADGRE2 ADGRG3 ADGRG5 ADORA3 AJAP1 AK1 AKNA ALDH2 ALOX5AP ANKDD1A ANKRD11 ANKRD33B ANP32E ANXA11 APBB1IP APLP2 ARAP1 ARHGAP30 ARHGAP45 ARHGEF2 ARID2 ARID3B ARRB1 ASB2 ATG16L2 ATOSB ATP2B4 ATP6V0C ATP8B4 AUH AZIN2 B3GNT7 B4GALT1 BABAM2 BAGE2 BANF1 BANP BCL3 BHLHE40 BLM BRF1 C11orf21 C15orf39 C5AR1 CACNA1C CAMK2G CAPG CCDC174 CCDC88B CCND3 CD164 CD58 CD82 CDH23 CDK5 CDK9 CDS2 CELF2 CETP CHD7 CHST15 CIAO2A CISH CORO2A COTL1 CPNE9 CRAMP1 CRTC1 CSK CSTF1 CTCF CTSD CUEDC1 CUTA CUX1 CXCR5 CXXC5 CYTH4 DAPK2 DCAF11 DCTN1 DCTN4 DDIT4 DDX5 DEF6 DENND3 DNAJB12 DNM2 DOK3 DOT1L DRG2 DUSP28 DUSP5 ECE1 EDRF1 EFHD2 ELAVL1 ELF4 ELL ENSA EXOSC4 F11R FAAP20 FAM216A FAM53B FAM78A FAM89B FBXL9P FBXO46 FCGRT FCN1 FERMT3 FGFR1OP2 FGR FHOD1 FLNB FLT3 FMNL1 FNBP1 FOSB FOSL2 FRAT1 FXYD6 GALC GALK2 GALNT6 GAS7 GBA1 GBE1 GFOD1 GGA1 GLMP GNB2 GNB5 GPATCH8 GPR132 GRIP2 GRK2 GRK5 GRK6 GSE1 GTF3A GUSB H6PD HCK HDAC4 HECW1 HIP1 HIVEP2 HIVEP3 HMGA1 HMOX1 HNRNPM HPCAL1 ICAM1 ICAM4 ID1 ID2 IDH1 IFITM3 IFNAR2 INAVA INHBA INKA2 IQCD IQSEC1 IRAG1 IRF1 IRF2BP2 IRF8 ITGA4 ITGB2 ITPR1 ITPR2 IZUMO4 JUND KCNAB2 KLF13 KLF2 KLHDC4 KLHL24 KMT5A KPTN KREMEN1 KRI1 KSR1 LAPTM5 LASP1 LATS2 LBR LCP2 LETMD1 LFNG LINC00173 LINC00311 LINC01565 LINC02908 LINC02910 LMBR1 LMO2 LRRC20 LTB4R LTBP3 LYL1 LYN MAFB MAML2 MAP2K3 MBD6 MBP MCAM MCM5 MDM1 MEF2D MFN1 MFSD8 MGLL MIDN MIR223 MIR23A MIR24-2 MIR29B1 MIR29B2CHG MIR663A MLXIPL MMP9 MN1 MORN3 MPG MRPL1 MRPL24 MRPL34 MTRF1L MX2 MYH9 MYO1F MYO9B NADK NBR1 NCOR2 NDRG1 NDUFA4 NECTIN1 NECTIN4 NEK6 NFE2 NIBAN3 NINJ1 NLRP3 NME1-NME2 NMUR1 NOLC1 NOSIP NPAS4 NRXN2 NUAK2 NUDT15 NUDT3 NUDT9 NUP210 NUP85 NUTF2 OAZ1 ODAD1 OLIG1 OLIG2 P2RY2 PAFAH2 PDE4DIP PDP2 PEBP4 PEX12 PGC PGD PGLS PGPEP1 PHF12 PIGL PIK3AP1 PITPNM2 PIWIL4 PKIG PKM PLAC8 PLCB2 PLCG2 PLEK PLEKHA2 PLEKHO1 PLXND1 PMF1 POC1A PPCDC PREX1 PRKCD PSAP PSMD3 PSMD9 PTEN PTGES PTPN6 PTPRJ PUM3 PXN RAB11FIP1 RAB11FIP3 RAB20 RAB31 RAB37 RAB3D RAB43 RAC2 RAP1GAP2 RAPGEF1 RARA RASA3 RASGRP2 RAVER1 RBBP8 RCSD1 RFX2 RHBDF2 RNF122 RNF149 RNF34 RPL24 RPL9 RPS19 RPS6 RPS6KA1 RPS6KA2 RPS9 RSL24D1 RSRC2 RTF2 RUNX1 RUNX3 RUVBL1 RWDD1 S1PR3 SCARB1 SCUBE1 SDE2 SEC11A SEC11B SERPINB1 SF3A3 SH2B1 SH3BGRL3 SH3BP2 SH3PXD2A SHISAL2A SIK1 SIRPA SKI SLC22A11 SLC24A3 SLC25A19 SLC35B1 SLC6A6 SLC7A10 SLC7A5 SLC7A5P1 SLC9A1 SLC9A3 SMAD3 SMG6 SMIM3 SNX20 SPG7 SPHK2 SPI1 SPN SPTBN1 SQSTM1 SREBF1 ST3GAL2 STING1 STK24 STRADA STXBP2 SULF2 SUSD3 SYT2 TAGLN2 TARBP1 TARS2 TBP TBX6 TBXAS1 TESC TFDP1 TIMP2 TK2 TM9SF4 TMC8 TMCC2 TMEM104 TMEM115 TMEM143 TMEM41B TNFAIP2 TNFAIP3 TNFRSF10B TNFRSF4 TOMM20 TOMM40 TOX2 TPD52L2 TPPP3 TPR TPRA1 TRIM72 TRIP4 TRNP1 TSPOAP1 TSSK3 TUBA1C TUBGCP2 TYK2 TYROBP UACA UBASH3B UBE2O UBE2R2 UBL3 UBN2 UCK2 UPB1 UPP1 VASP WDR26 WDR81 WNT5B WNT9A YJU2 YTHDF2 ZBTB16 ZBTB3 ZC3H12A ZC3H4 ZDHHC19 ZFYVE28 ZMIZ1 ZNF595 ZNF683 ZNF710 ZZEF1 MARTENS_TRETINOIN_RESPONSE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARTENS_TRETINOIN_RESPONSE_DN ABHD1 ABHD14A ABT1 ACADVL ACAT2 ACD ACP4 ACTG1 ADAT2 ADGRA2 ADO AEBP1 AIMP2 AK2 ANKRD13D ANKRD49 ANPEP ANTKMT AOC2 APEH APOA2 APRT AQP11 ARFRP1 ARL4D ARL6IP4 ARRDC1-AS1 ARRDC3 ARVCF ASCL2 ATF4 ATF5 ATG3 ATG4D ATP5F1E ATP5MC1 ATP5MC3 ATRAID ATXN2L AURKA AZU1 B2M BABAM1 BAX BIRC5 BLOC1S3 BORCS6 BRICD5 C10orf95 C11orf91 C15orf61 C16orf86 C19orf48P C1QL4 C1orf43 C1orf52 C20orf204 C2orf69 C6orf120 C6orf132 C6orf62 C8orf33 C8orf82 CA14 CABLES2 CACYBP CALM2 CALR CAND2 CARD8 CARNS1 CBX2 CBX3 CCDC121 CCDC54 CCDC78 CCDC85B CCL3 CCL5 CCNA2 CCND2 CCNJ CCNL1 CCT4 CCT5 CCT6A CD68 CDCA7 CDK1 CDK16 CDKN2AIP CDT1 CDV3 CEBPB CENATAC CENPM CENPV CERS2 CFAP119 CFB CHCHD2 CHMP2A CHMP4A CHRNG CHST14 CIRBP CITED2 CITED4 CKS2 CLEC11A CLECL1P CLIP1 CLN5 CLNS1A CLP1 CMTR2 CNBP CNPY2 COASY COCH COMTD1 COPS6 CORO1B COX17 COX4I1 COX7C CPXM1 CRAMP1 CREB3L4 CSNK1D CTSC CXCL8 CXorf65 CYB561D2 CYCS CYP27B1 CYTL1 DARS2 DBP DCAF16 DCXR DDIT3 DDN DDX3X DDX49 DDX5 DDX51 DDX56 DENND4C DHPS DIPK1B DKC1 DMAC1 DNAAF2 DNAJC19 DNASE1L2 DOK3 DRAM2 DRAP1 DUT E2F1 E2F8 EEF1A1 EEF1A1P9 EEF1B2 EFEMP2 EHD2 EIF1 EIF2S3 EIF3G EIF3J EIF4A2 EIF5 EIF5A EIF5AL1 ELL3 ELOVL1 EME2 ENDOG ENTR1 ERAL1 ERP29 ESD ETAA1 EXO5 EXOSC8 FABP5 FADD FAM120AOS FAM136A FAM166A FAM180B FAM201A FAM216A FAM89B FARSA FBXL18 FBXO5 FBXW9 FDX2 FGFBP3 FKBP2 FLAD1 FMC1 FOSL1 FOXO4 FRAT1 FRAT2 FSTL3 FTH1 FUOM FUT1 FZD1 GEMIN4 GFI1 GGCT GJD3 GLA GLS2 GLT8D1 GLUL GMPPB GNB3 GNL3 GNRHR2 GOLT1B GON7 GP1BA GPATCH4 GPBAR1 GPR150 GPR152 GPR62 GPR85 GPS2 GRK2 GRWD1 GTPBP8 H2AC11 H2AC6 H2AJ H2AX H2BC12 H2BC21 H2BC4 H2BC7 H3-3B H3C13 H3C3 H3C4 H4C1 H4C16 H4C5 H4C8 HAGHL HCFC1R1 HDAC10 HDC HDGF HENMT1 HES1 HIGD2A HINT1 HMBS HMGA1 HMGB1 HMGB3 HMGN1 HMGN2 HNRNPA0 HNRNPA1 HNRNPA1P7 HNRNPA2B1 HNRNPA3 HNRNPDL HNRNPF HNRNPH1 HNRNPH3 HNRNPK HNRNPL HNRNPM HNRNPU HOMER3 HOXA11 HOXC11 HOXD13 HPDL HPS6 HSD17B8 HSP90AB1 HSPA5 HSPA8 HSPB1 HSPD1 HSPE1 HYAL3 IDH3B IFT20 IFT22 IHO1 IL17RE IL2RG IMP4 IMPDH2 IQCC IQCG IRAK3 IRF2BP1 IRF2BP2 IRX3 ITPKA IZUMO1 JAGN1 JUN KAZALD1 KCNJ14 KEAP1 KIAA1143 KIAA1586 KLF1 KLHDC9 KLK10 KRT10 LAIR1 LAT2 LDHB LENG9 LETMD1 LGALS2 LIAS LINC00173 LINC01560 LINC02210 LINC02910 LONRF1 LPO LRRC14 LRRC41 LRRC75A LSM5 LSMEM2 LYRM2 MAD2L1 MAGEF1 MAGOHB MALSU1 MAML1 MAN2C1 MANEAL MAPK7 MARCKSL1 MAT2A MATR3 MAZ MBD3 MC1R MCM3 MCM6 MCM9 MEPCE METRN METTL1 METTL18 METTL23 MFAP1 MFSD3 MFSD4B MGAT2 MGST1 MICAL1 MID1IP1 MIF4GD MIR1248 MIR17HG MIR1915HG MKRN3 MLX MMACHC MOCS3 MORN1 MPLKIP MPO MRM1 MRPL11 MRPL12 MRPL2 MRPL34 MRPL4 MRPL40 MRPL51 MRPL57 MRPS16 MRPS18C MRPS34 MRPS7 MSH5 MTIF2 MTRF1L MTX1 MUTYH MXD3 MYBBP1A MYC MYL12A MYL5 MYL6B MYO1G NAA38 NAA50 NABP1 NANOS1 NAP1L4 NAXE NDUFA11 NDUFA4L2 NDUFAF3 NDUFB10 NDUFB11 NECAB3 NEIL1 NEURL2 NF1 NFE2L3 NGLY1 NIP7 NKAPD1 NLE1 NME1-NME2 NME3 NOG NOLC1 NONO NOP16 NOP56 NPM3 NR2F2 NRN1L NRROS NSMCE3 NT5C NT5DC2 NTN3 NUDT16L1 NUDT19 NUP58 NXT1 ODF3B OR10A6 OR7A11P OR7G2 ORAI1 ORC6 OXLD1 PA2G4 PABPC1 PABPN1 PAICS PAQR4 PCBP1 PCF11 PCIF1 PCLAF PCNA PDCD2 PDCD4 PDE4DIP PDHB PEX12 PGAM2 PGLS PGP PHB2 PHF10 PHF23 PHOX2A PIGW PKMYT1 PLD6 PLK1 PNMA1 PNN PNPLA2 POLD2 POLR1C POLR1G POLR2L POP7 POU4F2 PPCS PPIA PPIB PPP1R3F PRAP1 PRDX5 PRELID3A PRG2 PRMT1 PRMT6 PROCA1 PRPF38B PRR22 PRRG2 PRSS12 PRSS53 PRTN3 PSENEN PSMD7 PSME3 PSMG2 PSMG3 PTGES2 PTMA PTOV1 PTP4A1 PTPRCAP PURA PURB PUS1 PUSL1 RAB26 RABEP1 RABGGTB RACK1 RAD1 RAD23A RALGPS2 RAN RAP2B RAP2C RASL11A RASSF1 RBM15B RBM3 RBMX RDH5 REC8 RECQL4 REST REX1BD REXO4 RFC4 RFESD RFWD3 RGS16 RHBDD3 RNASE13 RNF126P1 RNF167 RNF5 RNH1 RNPC3 ROMO1 RPL10 RPL10A RPL11 RPL13A RPL13AP20 RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL21P28 RPL23 RPL23A RPL23P8 RPL24 RPL26 RPL27 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL36 RPL37 RPL37A RPL4 RPL5 RPL7 RPL7A RPL7L1 RPL9 RPLP0 RPS10 RPS12 RPS14 RPS16 RPS19 RPS23 RPS24 RPS25 RPS27 RPS27A RPS3 RPS4X RPS5 RPS6 RPS6KB2 RPS8 RPS9 RPSA RRAS RRM2 RRP7A RRP7BP RRS1 RSL1D1 RXFP4 S1PR4 SAP18 SCNM1 SCO2 SEPTIN5 SERBP1 SERHL SETD6 SETD9 SETMAR SFPQ SFT2D3 SIGMAR1 SLA2 SLC1A5 SLC20A1 SLC29A2 SLC2A4RG SLC30A1 SLC35A2 SLC35B2 SLC38A2 SLC43A1 SLC43A3 SLFN13 SLIRP SMARCC1 SMCHD1 SMIM19 SNAPIN SNHG11 SNHG12 SNHG4 SNORA27 SNORA29 SNORA4 SNORA41 SNORA44 SNORA56 SNORA6 SNORA61 SNORA62 SNORA63 SNORA70 SNORA81 SNORD102 SNORD110 SNORD118 SNORD19B SNORD2 SNORD21 SNORD24 SNORD32A SNORD33 SNORD34 SNORD43 SNORD4A SNORD52 SNORD55 SNORD86 SNRNP35 SNRPE SNX22 SNX5 SOX12 SOX18 SOX4 SPATA25 SPHK2 SPN SPNS2 SPRYD4 SRM SRP9 SRR SRSF1 SRSF6 SRSF7 SS18L2 SSBP1 SSNA1 STMN1 STOML2 STRADA SUPT4H1 SYCE2 SYCP3 SYNGR2 TAF7 TAMALIN TARDBP TBCC TBRG4 TCEAL1 TCP1 TEDC1 TEDC2 TEFM TEKT2 TELO2 TENT5C TEX30 TFAP4 TGFB1I1 TGIF1 THAP1 THAP5 THAP7 THTPA THUMPD3 TIGD5 TIMM10 TIMM10B TIMM13 TIMM17B TIMM8A TIMM8B TLCD1 TM7SF2 TMED6 TMEM102 TMEM107 TMEM126A TMEM126B TMEM129 TMEM138 TMEM140 TMEM179B TMEM186 TMEM208 TMEM216 TMEM258 TMEM88 TMPO TMSB4X TMSB4XP1 TMSB4XP2 TMUB2 TNFRSF13C TOE1 TP53RK TRAPPC4 TRIAP1 TRIB3 TRIM13 TRIM28 TRIM41 TRIM65 TRIM72 TRIM75 TRMT10C TRNAU1AP TRNT1 TROAP TSPAN31 TSPOAP1 TSR1 TSSK6 TUBA1B TUBA1C TUBB1 TUBB3 TUFM TXNDC17 TXNIP TYMS TYSND1 UBB UBL4A UCHL5 UGP2 UMPS UNC79 UNCX UQCC5 UQCRB UQCRQ USP1 UTP3 UXT VIM VMA21 VPS9D1 VWA5B2 WDR38 WDR6 WDR73 WEE1 WFIKKN1 WT1 WT1-AS XBP1 YBX1 YDJC ZBTB14 ZBTB3 ZBTB33 ZBTB45 ZBTB48 ZBTB6 ZCCHC3 ZDHHC6 ZFAS1 ZFP36L2 ZIC2 ZNF200 ZNF22 ZNF276 ZNF281 ZNF324 ZNF397 ZNF426 ZNF512B ZNF513 ZNF594 ZNF598 ZNF628 ZNF629 ZNF646 ZNF655 ZNF669 ZNF770 ZNF785 ZNF79 ZNHIT2 ZSCAN32 MARTENS_TRETINOIN_RESPONSE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARTENS_TRETINOIN_RESPONSE_UP ABCD1P2 ACE ACKR1 ACTL7A ACTL7B ACVRL1 ADAM33 ADAMTS2 ADAMTS8 ADCYAP1R1 ADRA2A ADRA2C ADRB3 AGAP2 AGO1 AGT AGXT AIFM3 AIPL1 AIRE AJAP1 AKT2 ALAS1 ALDH1B1 ALDH3B2 ALOX5AP AMER3 ANGPTL4 ANGPTL7 ANKK1 ANKRD33 AOC3 APLP1 APOC1 APOL1 APOL4 AQP10 AQP6 AQP9 ARHGEF10L ARHGEF15 ARID3C ARSI ART5 ARTN ASB10 ASB2 ASCL4 ASIC4 ASPG ATP1A3 ATP1B2 ATP4A ATP6V0E2 AVPR2 AXIN2 AZGP1P1 B3GNT6 B3GNT8 B4GALNT4 BARHL2 BARX1 BATF2 BCAM BCAN BDKRB2 BIRC7 BMP2KL BPI BPIFB6 BRSK2 BTG2 C14orf180 C16orf90 C16orf92 C17orf99 C19orf67 C1QA C1QB C1QL1 C1QTNF8 C1orf210 C20orf85 C2CD4C C3orf18 C4orf50 C9orf152 CA4 CA9 CABP2 CABP4 CABP7 CACNA1H CACNA1I CACNG1 CALML3 CALML6 CAMK1G CAMK2A CAMK2N1 CAMKK1 CAPN9 CARD14 CAVIN3 CBARP CBLN1 CCDC185 CCDC8 CCL11 CCL13 CCL2 CCL20 CCL22 CCL24 CCM2L CCN4 CCR1 CD14 CD164L2 CD1C CD207 CD22 CD248 CD300A CD300LG CD5 CD52 CD79A CD79B CD93 CDH23 CDH24 CDK18 CDK20 CDK5R2 CDKN1C CEACAM20 CEACAM3 CEACAM4 CEACAM8 CELF4 CELSR2 CEP131 CEP170B CFAP126 CHAC1 CHI3L1 CHI3L2 CHRNA4 CHRNB4 CHST15 CHST8 CIBAR2 CILP CLCNKA CLDN14 CLDN3 CLEC14A CLPS CMA1 CMTM2 CNTN2 COL16A1 COL1A1 COL20A1 COL5A1 COL6A1 COX4I2 COX7A1 CPZ CRABP1 CRIP2 CRYBA2 CRYBB3 CRYBG2 CSF1 CSF2RB CSHL1 CST5 CST9 CTAG2 CTSD CTXN3 CXCL14 CXCL3 CXCR1 CXCR5 CYP11B1 CYP26B1 CYP26C1 CYP2A7P1 CYP2D6 CYP2S1 CYP4B1 CYP4F8 DACT2 DBH DCAF4L2 DCSTAMP DEFA4 DEFA6 DEFB134 DENND6B DEPP1 DHRS2 DHRS3 DISP3 DKK4 DMKN DMRTA2 DMRTB1 DNAJB8 DOK7 DPEP1 DPEP3 DPYSL4 DRD2 DRD5 DTX3 DUSP23 ECHDC3 EEF1A1P32 EEF1A2 EFNA2 EFS EGR3 EIF4E1B ELF3 ELFN2 ELOA2 ELOF1 EMC10 EMILIN3 EMX1 EMX2 EN2 ENO2 EPHA2 EPHA8 EPHX2 EPS8L2 ERFE ESS2 F2RL3 F7 FAM131C FAM166B FAM181A FAM187B FAM20C FAM241B FAM50B FAM83C FBP1 FBXO2 FCER2 FEZF2 FGF17 FGF22 FGF4 FGF8 FGFR4 FGR FLT4 FMOD FOXA2 FOXD1 FOXI1 FOXI2 FOXN1 FOXQ1 FRMD1 FSCN3 FSD1 FTLP4 FUT6 FXYD4 FXYD5 FZD10 FZD9 G0S2 GAL3ST1 GARIN1A GARIN5B GARIN6 GBA2 GCNT2P1 GDF15 GDF2 GEM GFPT2 GFRA4 GGT6 GH1 GH2 GJA5 GJB4 GLRXP3 GNA11 GNAQP1 GNGT1 GNPTG GOLT1A GPHA2 GPR101 GPR12 GPR182 GPR25 GPR31 GPR35 GPR6 GPRIN2 GPX3 GRB7 GRIN1 GRIN3B GRM2 GRM6 GSTM5 GSX2 GZMH GZMM HAND1 HCN4 HEPACAM HGFAC HHATL HIC1 HK3 HMCN2 HMGB4 HOOK2 HOXB3 HOXC13 HOXC9 HPCAL1 HRAS HRH3 HS3ST6 HSP90AB4P HSPA2 HSPB7 HTR1A HTR1B HTR3A ICAM1 ICAM4 ID1 IFI27L2 IFNL2 IFT27 IGFBP3 IGFBPL1 IGLON5 IGSF21 IGSF9 IHH IL10RA IL13 IL1F10 IL2RB IL32 INHBB INS IRF1 IRF1-AS1 IRX1 IRX2 IRX2-DT IRX4 IRX6 ISLR ITGB2 ITIH3 ITPRIPL1 IVL IZUMO1R JAG2 KCNA10 KCNA5 KCNA6 KCNC1 KCNC4 KCNE4 KCNE5 KCNJ4 KCNK15 KCNK9 KCNT1 KCTD11 KCTD17 KCTD4 KIF1A KIF2B KIF5A KIRREL2 KLHDC8A KLHL17 KLHL22 KLHL40 KLK1 KLK10 KLK12 KLK2 KLK3 KLK6 KLK7 KLK8 KLKP1 KNDC1 KRT15 KRT18P17 KRT18P38 KRT18P49 KRT19 KRT2 KRT34 KRT35 KRT36 KRT37 KRT38 KRT71 KRT72 KRT74 KRT79 KRT83 KRT85 KRT8P26 KRT9 KRTAP16-1 KRTAP4-4 KRTAP5-10 LAMB3 LAMC3 LCE1A LCE5A LCN8 LDHAL6B LECT2 LEP LFNG LGI4 LHFPL7 LIF LILRA5 LILRB4 LILRB5 LINC00029 LINC00304 LINC00319 LINC00469 LINC00482 LINC01559 LINC02692 LINC02913 LINGO4 LMO1 LMX1B LPIN3 LRATD2 LRFN3 LRG1 LRRC15 LRRC26 LRRN2 LRRTM4 LSS LY6H LYPD2 MAFB MAG MAGEH1 MAPK11 MAPK15 MC5R MCEMP1 METTL27 MFNG MFSD6L MGAT5B MIER2 MINDY4 MIP MLNR MLXIPL MMEL1 MMP11 MMP15 MN1 MNX1 MPEG1 MPP3 MRGPRX1 MRGPRX4 MRPL36 MS4A10 MSI1 MSLN MT1CP MT1G MT3 MUC16 MUC2 MUC4 MUC5B MUC6 MXD4 MYBPC3 MYBPH MYL3 MYL7 MYMK MYO7A MYOD1 MYOM3 NANOS3 NAPRT NAPSB NCF1 NDUFS7 NEFM NEU2 NEURL3 NEUROG2 NEUROG3 NFATC1 NGB NHERF4 NHLRC1 NKG7 NKX2-2 NKX2-5 NKX2-6 NKX3-2 NKX6-1 NKX6-3 NLRP6 NMUR1 NOTCH3 NPTX1 NRBP2 NT5C1A NUPR1 OBP2B ODF1 OLFM1 OPLAH OPN4 OPTC OR10V1 OR1G1 OR2B11 OR2C3 OR2W6P OR2Z1 OR51G1 OR51H1 OR6F1 OR6S1 OR8S1 OR8U1 OR8U8 OR8U9 OR9G1 OR9G9 OTOG OTOP2 OTOP3 OTOS OXER1 PADI4 PAK4 PANX2 PARD6A PARP2 PAX4 PAX5 PAX7 PAXX PCDH1 PCDH8 PCDHA1 PCDHA7 PCDHB18P PCK1 PCSK1N PCSK4 PCSK9 PDCD1 PDLIM4 PGAP6 PGD PGLYRP2 PGLYRP3 PHETA1 PHF21B PHYHIP PIAS3 PIK3R5 PIP5K1C PKDREJ PLA2G2A PLA2G2D PLA2G2E PLA2G3 PLAAT4 PLCB2 PLCH2 PLET1 PLIN5 PLK2 PLK5 PLPP7 PLSCR3 PLXNB2 PNMA5 PNOC POU4F3 PPIC PPIL2 PPP1R26 PRAM1 PRAMEF12 PRDM16 PRIMA1 PRKAG3 PROK1 PROM2 PRR5 PRR9 PRRT1 PRRX2 PRSS29P PRSS33 PRSS37 PRSS46P PRSS50 PTGER1 PTGER2 PTGES PTGS1 PTH1R PTK6 PTP4A3 PTPRF PTPRU PXDN RAET1G RAMP2 RAPSN RARRES2 RASSF10 RASSF7 RAX RBBP8NL REEP2 REG3G REG4 REP15 RHBDF2 RHO RIPK3 RND1 RNF186 RNF215 RPL13AP3 RPTN RRAD RSPH14 RTP2 RTP3 RTP4 RXFP3 S100A14 S100A6 S100A8 S100A9 SBK2 SCARA5 SCARF1 SCIMP SCN1B SCN2B SCN5A SCUBE1 SEMA6B SEMA6C SEPTIN4 SERPINA1 SERPINA10 SERPINA5 SERPINA9 SERPINC1 SERTAD4 SH2D5 SH3BP4 SHANK2 SHB SHISA3 SIGLEC15 SIGLEC8 SIM2 SIX6 SLC12A7 SLC13A5 SLC16A8 SLC22A12 SLC22A18 SLC25A34 SLC25A47 SLC25A5P6 SLC26A10P SLC26A11 SLC2A5 SLC32A1 SLC34A1 SLC45A4 SLC4A1 SLC4A3 SLC4A9 SLC52A1 SLC6A12 SLC6A17 SLC6A18 SLC6A19 SLC6A20 SLC6A3 SLC6A7 SLC7A4 SLITRK1 SLITRK5 SMG6 SMOX SMTNL2 SNCB SNORC SOWAHD SOX21 SOX8 SPACA3 SPATA20 SPATA8 SPATC1 SPDYC SPEM2 SPINT3 SPON2 SPRR4 SST SSTR1 SSTR3 STRA6 SUCNR1 SUN5 SUSD2 SYT7 SYT8 TACSTD2 TAS2R1 TCL6 TEKT4 TEX37 TFF1 TFF2 TG TGM2 THAP8 TIMP4 TKTL2 TLDC2 TLX1 TLX2 TMC8 TMEM130 TMEM132E-DT TMEM151A TMEM171 TMEM174 TMEM179 TMEM184B TMEM213 TMEM252 TMEM256 TMEM59L TMEM61 TMEM63C TMEM74 TMEM81 TMEM92 TMIE TMPRSS2 TMPRSS3 TMSB10 TNFAIP2 TNFRSF14 TNFRSF1B TNFSF14 TNNI2 TNNI3 TNNT1 TNNT3 TOGARAM2 TP53TG5 TPSG1 TRAM1L1 TREM2 TREML4 TRH TRIM29 TRIM46 TRPV4 TSKU TTLL4 TTLL8 TUB TXNDC2 UBE2O UBQLN3 UBQLNL UCN UNC119 UNC5A UNC93A USP5 VANGL2 VAV2 VAX1 VEGFB VSIR VSX2 WDR25 WDR5B WDR97 WFDC10A WNK2 WNT11 WNT7B WSCD1 WTIP XIRP1 ZBTB47 ZC3H3 ZDHHC22 ZFHX2 ZG16B ZIC4 ZMYND15 ZNF34 ZNF439 ZNF467 ZNF749 ZNF835 ZNF859P ZNRF4 ZSCAN1 MARTINELLI_IMMATURE_NEUTROPHIL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARTINELLI_IMMATURE_NEUTROPHIL_DN ALPL AOAH CSF3R CXCL8 CXCR1 CXCR2 FCGR2A FCGR3B HCAR3 NCF2 SEMA3C SOD2 ST6GALNAC2 MARTINELLI_IMMATURE_NEUTROPHIL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARTINELLI_IMMATURE_NEUTROPHIL_UP AZU1 BPI CAMP CTSG CYBB DEFA1 DEFA4 ELANE LCN2 MMP8 MPO MARTINEZ_RB1_AND_TP53_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARTINEZ_RB1_AND_TP53_TARGETS_DN AARS1 AATF ABCA2 ABCE1 ACAN ACSL5 ACTC1 ACVR2B ADAMTS4 ADGRG1 AFF2 AGFG2 AGPAT1 ALDH1A3 ALDH3A1 AMMECR1L ANK3 AP4S1 APBA3 APLP2 APOE APP AQR ARHGEF25 ATF1 ATF7IP2 ATM ATP11A ATP5IF1 ATP5PD ATP6V0C ATXN7L3B AURKC BAALC BACH1 BACH2 BAMBI BASP1 BBIP1 BCR BICC1 BMERB1 BRD2 BRD3 C1D C1R C22orf39 C6orf132 C9orf64 CA6 CACFD1 CALD1 CALHM5 CALR CAMK2B CAMKK2 CANX CAP1 CAPN6 CCDC137 CCDC43 CCDC71 CCND1 CCND2 CCNL1 CCT2 CCT6A CD248 CDH3 CDK2AP1 CDKN1A CDKN1C CEBPB CEBPG CELF1 CELF4 CELSR2 CENPA CERS4 CES4A CHAC1 CHD4 CIBAR1 CLCN3 CLEC10A CLIP4 CLK1 CLNS1A CLU COL11A1 COL18A1 COL1A1 COL6A2 COL9A3 COPS9 CPSF4 CPT1A CRIM1 CRTC3 CRYBA4 CRYL1 CRYM CSNK1D CTNNAL1 CTNNBIP1 CTNS CUX1 CWH43 CX3CR1 CXCL14 CXXC5 CYP17A1 CYP2G1P DCT DDR1 DIAPH3 DKK2 DLK1 DLX1 DLX3 DMD DNAJC17 DNAJC3 DNPH1 DOP1B DPYSL3 DSTYK DUS1L DYNLT1 ECE1 ECRG4 EDARADD EDC4 EDN3 EFNA3 EFNB1 EFTUD2 EGFR EGR2 EIF3E EIF4EBP1 ELN ELOVL3 ELOVL6 ENC1 ENOX2 EPHA5 EPHX1 EPRS1 ERC1 ERO1A ERRFI1 ESRP1 ETHE1 EXTL3 FA2H FAAP20 FADS3 FASTKD2 FBLN2 FBN2 FBP1 FGF7 FHDC1 FKBP5 FKBPL FLNA FOXC1 FOXO1 FOXP1 FRMD4B FRYL FUBP1 FXYD4 FZD6 FZD7 G6PD GABRP GALNT11 GALR1 GAS1 GCLC GDPD3 GGT1 GIP GJB2 GJB6 GLIPR1L2 GLO1 GNA13 GNMT GOLGA4 GPRC5D GRHL1 GRK4 GSDMA GSTP1 GTF2B H2BC17 H2BC5 HACD2 HACD4 HERC6 HHIP HIPK2 HJURP HMGA1 HMGB1 HMGCS1 HOMER2 HOOK2 HOPX HOXA3 HR HRAS HSPA8 HUWE1 IAPP IDI1 IFFO2 IGDCC4 IGFBP2 IGFBP4 ILF3 IMPACT INCENP INTS6L INTS9 IRX4 ITPR3 JUNB KAT7 KDM5B KERA KIF1C KLK10 KMT5A KPNA6 KRT17 KRT23 KRT25 KRT27 KRT31 KRT32 KRT33A KRT34 KRT35 KRT36 KRT71 KRT72 KRT75 KRT79 KRT81 KRT82 KRT83 KRT85 KRT86 KRTAP1-3 KRTAP1-4 KRTAP13-1 KRTAP15-1 KRTAP19-1 KRTAP19-3 KRTAP19-4 KRTAP19-8 KRTAP20-1 KRTAP3-1 KRTAP4-1 KRTAP4-9 KRTAP5-2 KRTAP5-4 KRTAP6-3 KRTAP8-1 KRTAP9-9 KRTCAP2 LAD1 LAMA2 LAMA5 LASP1 LDHB LGALS7 LGR5 LIG3 LMTK2 LPCAT1 LSM12 LSR LTBP1 LTBP2 LY6G6D LYAR MAGOHB MAML1 MAN2B1 MAN2C1 MAP3K5 MAP4 MARCKS MARCKSL1 MASP1 MAX MBD3L2B MBP MCL1 MEIS2 MFAP3 MGA MGAT2 MGLL MIF4GD MIS12 MISP MKI67 MLLT1 MRPL33 MRPL39 MRPL52 MRTFA MSH4 MSX2 MT1A MT2A MT4 MTA1 MTF2 MTREX MYBL2 MYH1 MYH14 MYH3 MYH6 MYO10 NAA11 NAV2 NCAPD2 NCDN NCOA5 NDEL1 NDUFA2 NDUFA3 NDUFA5 NDUFAF7 NECTIN2 NEO1 NEUROD4 NFE2L3 NFIA NFIB NHERF2 NHSL1 NKD2 NME7 NOTCH1 NPEPL1 NPY NR2F1 NTN1 NUMA1 OS9 OVOL1 PABPN1 PADI3 PAM16 PANK1 PATZ1 PAX6 PCBP2 PCOLCE PDAP1 PDCD7 PDE3A PDE4DIP PDS5A PEG3 PFN2 PGD PHB2 PIGB PIGQ PIGU PINLYP PIP PIP5K1C PIWIL2 PJA1 PKD1 PKIG PKP2 PLCB1 PLEC PLK1 PLOD2 PLXNA2 PLXNB3 PMEL PMEPA1 PMFBP1 POLDIP3 POLG POLR2A POLR2L POLR3A POM121 POU1F1 PPCDC PPIB PPIH PPP4R3B PRELP PRMT5 PRNP PROKR1 PRSS12 PSMC4 PSORS1C2 PTGDS PTPN13 PTPRE PTPRF PTTG1IP PURB RAB12 RAB4A RAB6A RARG RASL11B RASSF3 RBBP4 RBBP6 RBBP8 RBFOX2 RBM6 RCC2 RDH10 RDH11 RETNLB RETREG3 RHBDL3 RHBG RHOG RHOU RHOV RILPL2 RIMS2 RIOK2 RIOK3 RIPK4 RMND5B RNASET2 RNF149 RPL14 RPL21 RPL23 RPL26 RPL27 RPL31 RPL34 RPL37 RPL37A RPL3L RPN2 RPS17 RPS18 RPS21 RPS24 RPS25 RPS6 RPS7 RPS8 RRAD RRN3 RTP4 RTRAF RYR1 S100A14 S100A3 SAFB2 SAP18 SCAF11 SCARA3 SCMH1 SCYL1 SDHAF4 SEPHS2 SET SF3A2 SF3B2 SFRP2 SFXN3 SH3RF1 SHISA2 SHMT1 SIAH1 SIVA1 SLC25A10 SLC27A4 SLC35A2 SLC35B1 SLC39A11 SLC39A14 SLC39A6 SLC44A1 SLC45A3 SLC5A6 SLC7A5 SMAD1 SMAD4 SMARCA4 SMARCD2 SMO SNCA SNRPG SNTB2 SNX30 SON SOX11 SOX2 SOX5 SOX9 SP110 SPESP1 SPINT1 SPON1 SPRR1A SPTBN2 SREK1 SRRM1 SRSF3 SSBP2 ST14 STRBP STX18 SUPT6H TAOK1 TARDBP TC2N TCEAL3 TCF20 TCHH TECR TENM2 TENM4 TEX261 TFAP2B TFDP1 TG TGS1 THRA THRAP3 TIA1 TIMMDC1 TIMP3 TJP2 TLE3 TMCC3 TMED10 TMEM131L TMOD2 TNFRSF19 TNMD TNNC1 TNNI1 TNNT1 TNNT2 TNRC6A TOMM70 TOR2A TPO TPR TRBV28 TRH TRIM2 TRIP13 TRO UBC UBE2F UBE3A UBL5 UBLCP1 UBQLN4 UCP2 UNC5B UPP1 USP18 USP19 VAMP8 VDR WDR12 WDR75 WFDC21P WNT5A WRAP73 WRN WWC1 XIST XPO5 YIPF4 YPEL1 ZCCHC9 ZDHHC14 ZFP36 ZMYM4 ZMYND11 ZNF148 ZNF280D ZNF574 ZSCAN26 MARTINEZ_RB1_AND_TP53_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARTINEZ_RB1_AND_TP53_TARGETS_UP ABCB8 ABCC5 ACAA2 ACAD8 ACBD3 ACKR1 ACO1 ACOX1 ACSL1 ACTA1 ACTB ACTN3 ACTRT2 ACYP1 ADD1 ADD3 ADH1C ADIPOQ AGK AGPAT5 AGTR2 AHR AIF1L AK3 AKR1B10 AKR1C3 ALAS1 ALDH1A1 ALOX5AP AMD1 ANGPTL2 AP2A1 AP2B1 AP3M1 APOA4 APOC2 AQP1 ARCN1 ARHGAP1 ARL5A ARL8B ARPP19 ARRDC4 ART1 ART3 ASB6 ASB7 ASPH ATF2 ATF3 ATP2A1 ATP2A2 ATPAF2 ATXN7L3B AVPR1A B2M BABAM2 BAD BAG4 BBOX1 BCAP31 BCL2L13 BICD2 BID BMP1 BNIP3 BPHL BRAT1 BTC BZW1 C1QB C1orf54 C4orf3 C5orf15 CA13 CA3 CA4 CAB39L CACNA2D1 CALCOCO2 CAMK4 CAPN6 CAPRIN1 CAPZB CARS1 CASP6 CASQ1 CAT CAV2 CAV3 CCL15 CCL20 CCN1 CCN3 CCND2 CCNL2 CD163 CD36 CD44 CD59 CD74 CDC42BPA CDH5 CDKN1A CEACAM1 CELF2 CENPB CENPV CEP85 CER1 CFAP97 CFD CFL2 CHCHD10 CHD9 CHEK2 CHPT1 CHRND CHST1 CIDEC CKM CLCA3P CLCF1 CLDN10 CLDN11 CLDN15 CLDN5 CLEC4E CLNS1A CMA1 CMTR1 CNOT4 COA5 COL4A5 COX6A1 CP CPA3 CPD CPT1B CSF1R CSRP3 CTBS CTDSP2 CTF1 CTR9 CTSB CTTN CXCL12 CYP11A1 CYP4B1 CYSRT1 DAP DCTN4 DCUN1D1 DDX3X DDX3Y DGCR2 DHX40 DNAJB1 DNM2 DNPEP DPYSL3 DRAM1 DRAM2 DTX3 DUSP1 DUSP22 DVL1 EGFR EGLN3 EIF3A EIF4G1 EIF4H ELOC EML5 EMP2 ENPP3 EPAS1 EPHX2 EPS8L1 EREG ERI2 ESD ESYT3 ETFDH ETFRF1 FABP1 FABP4 FADS2 FAH FAM107B FAM162A FBLN1 FBP2 FBXW8 FCGR2B FECH FERMT3 FGFBP1 FGFR2 FGL2 FHL2 FNTA FOS FSCN1 FTH1 FUCA1 FUT2 GBP2 GET3 GHR GINM1 GIT2 GJA1 GLO1 GLRX GNA12 GNA13 GNAS GOSR2 GPD1 GPSM1 GRB10 GSK3B GSTA2 GSTZ1 GZMB GZMH H1-2 HACD3 HADH HAS3 HAVCR2 HBP1 HBS1L HCAR2 HCFC1 HDC HDLBP HIF3A HIPK3 HLA-A HLA-B HLA-DQA1 HMGA2 HMGCS2 HNF4G HNRNPLL HOXA9 HOXB2 HOXB6 HSD17B11 HSPA9 HSPB7 IDE IDH3G IER3 IFI16 IFI27L2 IFT46 IGF2 IGHG1 IKZF1 IL18R1 IL1R2 IL2RG IL33 IL36A IL36G IL36RN IL6ST ILF3 IMMP2L IMMT INPPL1 INTS12 IP6K1 ITGA4 ITGA9 ITGAV ITIH5 ITM2A JAK1 KDM8 KIF11 KIF20A KLB KLF3 KLHL13 KLK1 KRAS KRT12 KRT16 KRT6C KRT77 KRTDAP LANCL1 LANCL2 LAPTM4A LASP1 LBP LCE1F LCP1 LDHC LEP LGALS1 LGALS3BP LGALS9 LILRB3 LIMS1 LIPA LIPE LITAF LMAN1 LMBR1 LMNB1 LPIN1 LPL LRG1 LRRC8C LTC4S LUM LXN LY6D LYZ MAN1A2 MAP1B MAP2 MAPRE2 MARCHF2 MCM6 ME1 MEF2A MFAP5 MIR214 MOB1A MORC3 MR1 MRAP MRC2 MRPL3 MS4A6A MSR1 MSRA MST1R MTX1 MYL1 MYL4 MYO5B NABP1 NADK NAP1L1 NCF1 NCF2 NCOA4 NDRG1 NDST2 NDUFS4 NEDD4 NEU2 NIT2 NLK NNAT NPM3 NPY4R NR3C1 NR4A1 NSF NSMAF NSUN4 NT5E NUBP1 NUDT7 OPA1 OS9 OSR2 PAPOLA PARP3 PBK PC PCCA PCK1 PCSK6 PCYT1A PDGFA PDGFC PDK4 PDLIM5 PDPK1 PEA15 PECAM1 PEX13 PFKFB3 PIGO PILRA PINK1 PIP4K2A PIP5K1A PITPNB PITX2 PKDREJ PLA2G2F PLAC1 PLD1 PLEK2 PLGRKT PLIN4 PMEPA1 PNPLA2 PON3 POU2F3 PPP3CA PRDX1 PRELP PRKACB PRKAR1B PRKCE PRKD3 PRMT6 PRPS1 PRR13 PSAP PSME4 PSMF1 PTBP3 PTGFR PTGS2 PTPN14 PTPRF PTPRG PTPRZ1 PTTG1 PUM1 QKI QPCT QSOX1 RAB2B RAB31 RAB40C RABGAP1 RACGAP1 RAD21 RAMP2 RANBP9 RARRES2 RBBP4 RBMS1 RBP7 RECQL RETN RFC1 RGCC RGS4 RIMOC1 RNF114 RNF14 RNF41 ROPN1L RPA1 RPGRIP1 RPTN RRM1 RSAD2 RTN4 RXRA RXYLT1 S100A10 S100A8 S100B SAA3P SAR1A SCD SCOC SCUBE1 SDCBP2 SEC61A2 SELENOF SEPTIN8 SERINC3 SERP1 SERPINA12 SERPINB1 SERPINB2 SERPINB4 SERPINB9 SERPINF1 SGCG SGPL1 SH3KBP1 SIGMAR1 SIRPA SIX2 SKP2 SLC11A2 SLC14A1 SLC1A5 SLC22A2 SLC22A5 SLC25A10 SLC25A13 SLC25A30 SLC25A48 SLC26A7 SLC2A4 SLC35A3 SLC39A3 SLC48A1 SLC4A10 SLC6A4 SLURP1 SMAD5 SMOC2 SNCG SNRNP27 SNRPN SNX17 SOD3 SORBS1 SORT1 SOX4 SPAG5 SPIN1 SPON2 SPPL2B SPRR2D SPTBN1 SREK1IP1 SRGN SRPK1 ST3GAL2 STAR STARD4 STOM SUCO SULT2B1 SWSAP1 TBK1 TBRG4 TCAP TCEA1 TCF12 TCF7 TCIM TF TFPI2 TFRC TGFB2 TGFBI TGFBR2 TGFBR3 THBS1 THRSP TIMP1 TM6SF1 TM6SF2 TMCC2 TMED9 TMEM106B TMEM106C TMEM109 TMEM191B TMEM222 TMEM234 TMEM45A TNFAIP6 TNFSF14 TP53 TP53INP2 TP63 TPP2 TPSAB1 TPSD1 TRBC2 TREX2 TRIAP1 TRIB1 TSHR TSLP TSPAN3 TSPO TUBA4A TUBGCP2 TWSG1 TXNDC12 TXNIP TYROBP UAP1 UBAP2L UBB UBE2D3 UBE2H UCK1 UCP1 UCP3 UQCRB USF1 USHBP1 USP34 UTY VAPB VIRMA VN1R17P WARS1 WASHC2A WDR45 WDR48 WEE1 XDH XRN2 YKT6 ZBED3 ZC3H11A ZDHHC5 ZFP37 ZFR ZIC3 ZNF106 ZNF260 ZNF330 ZNF410 ZNF445 ZNF521 MARTINEZ_RB1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARTINEZ_RB1_TARGETS_DN AARS1 ACAD8 ACAN ACKR1 ACTC1 ACVR2B ACYP1 ADAMTS4 ADGRG1 ADH1C AFF2 AGFG2 AGPAT5 AGTR2 AHR ALDH1A1 ALDH1A3 ALDH3A1 ALOX5AP AP2A1 AP2B1 APOE AQR ARHGEF25 ARL8B ARRDC4 ASB6 ATF1 ATF3 ATF7IP2 ATP11A ATP2A2 ATP5IF1 ATP5PD ATP6V0C B2M BAD BAG4 BAMBI BASP1 BBIP1 BBOX1 BCR BICC1 BICD2 BPHL BRD3 C1R C22orf39 C5orf15 C6orf132 CA6 CACFD1 CALCOCO2 CALR CANX CAPN6 CAPZB CCDC137 CCDC43 CCN1 CCN3 CCT6A CD163 CD248 CD36 CDH5 CDK2AP1 CDKN1A CDKN1C CEBPB CELF1 CELF4 CELSR2 CHAC1 CHEK2 CHST1 CIBAR1 CLCN3 CLEC10A CLEC4E CLIP4 CLNS1A CLU CMA1 CNOT4 COL11A1 COL18A1 COL9A3 COPS9 COX6A1 CPA3 CPSF4 CPT1A CRTC3 CRYM CSF1R CSNK1D CSRP3 CTF1 CTNNAL1 CTNNBIP1 CTTN CXCL12 CXCL14 CXXC5 CYP11A1 CYP2G1P DAP DCT DCTN4 DDX3Y DHX40 DIAPH3 DKK2 DLK1 DNPEP DOP1B DPYSL3 DSTYK DTX3 DUS1L DUSP22 DVL1 DYNLT1 ECE1 ECRG4 EDARADD EDC4 EDN3 EFNA3 EFTUD2 EGLN3 EGR2 EIF3E ELN ELOVL6 ENOX2 ENPP3 EPAS1 EPRS1 EPS8L1 ESD ESRP1 ETFRF1 FA2H FAAP20 FAM162A FASTKD2 FBN2 FBP1 FBXW8 FCGR2B FERMT3 FHDC1 FKBP5 FLNA FNTA FOS FOXO1 FUBP1 FXYD4 FZD6 FZD7 GALNT11 GALR1 GAS1 GCLC GINM1 GIT2 GJB2 GLIPR1L2 GLO1 GNA13 GNMT GOLGA4 GPRC5D GRB10 GRHL1 GSDMA GSTA2 GSTP1 GTF2B GZMB H1-2 H2BC17 H2BC5 HACD4 HADH HAS3 HAVCR2 HDC HLA-B HMGCS1 HNRNPLL HOMER2 HOOK2 HOXA3 HRAS HSD17B11 HSPA8 HUWE1 IDI1 IFFO2 IFI16 IFT46 IGDCC4 IGFBP2 IGFBP4 IGHG1 IL18R1 IL33 ILF3 IMMP2L IMPACT INTS6L INTS9 IRX4 ITGA4 ITGAV ITPR3 KDM5B KERA KIF1C KLHL13 KLK1 KLK10 KMT5A KPNA6 KRT23 KRT25 KRT27 KRT31 KRT32 KRT33A KRT34 KRT35 KRT6C KRT71 KRT72 KRT81 KRT82 KRT83 KRT86 KRTAP1-3 KRTAP1-4 KRTAP13-1 KRTAP15-1 KRTAP19-1 KRTAP19-3 KRTAP19-4 KRTAP19-8 KRTAP20-1 KRTAP3-1 KRTAP4-1 KRTAP4-9 KRTAP5-2 KRTAP5-4 KRTAP6-3 KRTAP8-1 KRTAP9-9 LAD1 LAMA2 LAMA5 LANCL1 LASP1 LBP LCE1F LDHB LIG3 LIPA LITAF LMBR1 LPCAT1 LSR LTBP1 LTBP2 LXN LY6G6D LYAR MAGOHB MAML1 MAN2C1 MAP4 MAPRE2 MARCHF2 MARCKS MARCKSL1 MAX MBD3L2B MBP MCL1 ME1 MEIS2 MFAP3 MFAP5 MGLL MLLT1 MORC3 MRPL33 MRPL52 MRTFA MS4A6A MSR1 MSX2 MT4 MTA1 MTREX MTX1 MYBL2 MYH14 MYH3 MYL4 MYO10 NAA11 NADK NCDN NCOA5 NDEL1 NDRG1 NDST2 NDUFS4 NECTIN2 NEO1 NFE2L3 NFIA NFIB NHERF2 NOTCH1 NPEPL1 NPM3 NPY NPY4R NR2F1 NSMAF NUDT7 NUMA1 OS9 PADI3 PAM16 PANK1 PARP3 PATZ1 PAX6 PCBP2 PDCD7 PDGFA PDGFC PEA15 PFKFB3 PFN2 PGD PIGO PIGQ PIGU PILRA PINLYP PIP PIP4K2A PIP5K1A PIP5K1C PITX2 PKD1 PKIG PKP2 PLAC1 PLGRKT PLOD2 PLXNA2 PLXNB3 PMEPA1 POLDIP3 POLG POLR2A POLR2L POM121 POU1F1 PPCDC PPIB PPIH PPP4R3B PRDX1 PRKCE PRNP PROKR1 PRR13 PRSS12 PSMC4 PSMF1 PSORS1C2 PTGDS PTPRF PTPRZ1 PTTG1 PTTG1IP QPCT RAB4A RBBP4 RBBP8 RCC2 RDH10 RETREG3 RHBDL3 RHBG RHOU RILPL2 RIMOC1 RIMS2 RIPK4 RNASET2 RNF14 RNF149 RPGRIP1 RPL14 RPL21 RPL26 RPL27 RPL31 RPL34 RPL37 RPL37A RPS17 RPS18 RPS21 RPS24 RPS25 RPS6 RPS7 RPS8 RRN3 RSAD2 RTRAF RXYLT1 S100A14 S100A3 S100A8 S100B SAA3P SCARA3 SCMH1 SCYL1 SDHAF4 SELENOF SEPHS2 SERPINB1 SERPINB4 SERPINB9 SET SFRP2 SFXN3 SHISA2 SIRPA SIVA1 SIX2 SLC14A1 SLC1A5 SLC22A2 SLC26A7 SLC27A4 SLC35B1 SLC39A14 SLC39A6 SLC44A1 SLC45A3 SLC4A10 SLC6A4 SLC7A5 SLURP1 SMAD4 SMARCD2 SMO SMOC2 SNRNP27 SNTB2 SNX17 SON SORT1 SOX11 SOX2 SOX9 SP110 SPESP1 SPINT1 SPON2 SPPL2B SPTBN2 SREK1 SRGN SRSF3 SSBP2 ST14 SUPT6H TARDBP TBK1 TC2N TCHH TENM2 TEX261 TFAP2B TFPI2 TGFB2 TGFBI THRA TIA1 TIMMDC1 TJP2 TLE3 TM6SF1 TMCC2 TMED10 TMED9 TMEM106C TMEM109 TMEM191B TMEM222 TNFAIP6 TNFRSF19 TNMD TNNC1 TNNI1 TNNT1 TNNT2 TNRC6A TOMM70 TOR2A TP53INP2 TPSAB1 TRBC2 TRH TRIAP1 TRIB1 TRIM2 TRO TSPAN3 TUBA4A TXNDC12 TYROBP UAP1 UBB UBC UBE2F UBE3A UCP1 UNC5B UPP1 USHBP1 USP19 UTY VAPB VDR VIRMA VN1R17P WDR75 WFDC21P WRAP73 XPO5 ZBED3 ZCCHC9 ZDHHC14 ZFP37 ZIC3 ZMYM4 ZNF280D ZNF330 ZNF410 ZNF521 ZNF574 ZSCAN26 MARTINEZ_RB1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARTINEZ_RB1_TARGETS_UP AATF ABCA2 ABCB8 ABCC5 ABCE1 ACAA2 ACBD3 ACO1 ACOX1 ACSL1 ACSL5 ACTA1 ACTB ACTN3 ACTRT2 ADD1 ADD3 ADGRG1 ADIPOQ AGK AGPAT1 AIF1L AK3 AKR1B10 AKR1C3 ALAS1 AMD1 AMMECR1L ANGPTL2 ANK3 AP3M1 AP4S1 APBA3 APLP2 APOA4 APOC2 APP AQP1 ARCN1 ARHGAP1 ARL5A ARPP19 ART1 ART3 ASB7 ASPH ATF2 ATM ATP2A1 ATPAF2 ATXN7L3B AURKC AVPR1A BAALC BABAM2 BACH1 BACH2 BAD BCAP31 BCL2L13 BID BMERB1 BMP1 BNIP3 BRAT1 BRD2 BTC BZW1 C1D C1QB C1orf54 C4orf3 C9orf64 CA13 CA3 CA4 CAB39L CACNA2D1 CALD1 CALHM5 CAMK2B CAMK4 CAMKK2 CAP1 CAPN6 CAPRIN1 CAPZB CARS1 CASP6 CASQ1 CAT CAV2 CAV3 CCDC71 CCL15 CCL20 CCN1 CCND1 CCND2 CCNL1 CCNL2 CCT2 CD36 CD44 CD59 CD74 CDC42BPA CDH3 CDKN1A CEACAM1 CEBPG CELF2 CENPA CENPB CENPV CEP85 CER1 CERS4 CES4A CFAP97 CFD CFL2 CHCHD10 CHD4 CHD9 CHPT1 CHRND CIDEC CKM CLCA3P CLCF1 CLCN3 CLDN10 CLDN11 CLDN15 CLDN5 CLK1 CLNS1A CMTR1 COA5 COL1A1 COL4A5 COL6A2 CP CPD CPT1B CRIM1 CRYBA4 CRYL1 CTBS CTDSP2 CTNS CTR9 CTSB CUX1 CWH43 CX3CR1 CYP17A1 CYP4B1 CYSRT1 DCUN1D1 DDR1 DDX3X DGCR2 DLX1 DLX3 DMD DNAJB1 DNAJC17 DNAJC3 DNM2 DNPH1 DPYSL3 DRAM1 DRAM2 DUSP1 DYNLT1 EFNB1 EGFR EIF3A EIF4EBP1 EIF4G1 EIF4H ELOC ELOVL3 ELOVL6 EML5 EMP2 ENC1 EPHA5 EPHX1 EPHX2 ERC1 EREG ERI2 ERO1A ERRFI1 ESYT3 ETFDH ETHE1 EXTL3 FABP1 FABP4 FADS2 FADS3 FAH FAM107B FBLN1 FBLN2 FBP2 FECH FGF7 FGFBP1 FGFR2 FGL2 FHL2 FKBPL FOXC1 FOXP1 FRMD4B FRYL FSCN1 FTH1 FUCA1 FUT2 G6PD GABRP GBP2 GCLC GDPD3 GET3 GGT1 GHR GIP GJA1 GJB6 GLO1 GLRX GNA12 GNA13 GNAS GOLGA4 GOSR2 GPD1 GPSM1 GRB10 GRK4 GSK3B GSTZ1 GZMH HACD2 HACD3 HADH HBP1 HBS1L HCAR2 HCFC1 HDLBP HERC6 HHIP HIF3A HIPK2 HIPK3 HJURP HLA-A HLA-B HLA-DQA1 HMGA1 HMGA2 HMGB1 HMGCS2 HNF4G HOPX HOXA9 HOXB2 HOXB6 HR HSPA9 HSPB7 IAPP IDE IDH3G IER3 IFI16 IFI27L2 IGF2 IKZF1 IL1R2 IL2RG IL36A IL36G IL36RN IL6ST ILF3 IMMT INCENP INPPL1 INTS12 IP6K1 ITGA9 ITGAV ITIH5 ITM2A JAK1 JUNB KAT7 KDM8 KIF11 KIF20A KLB KLF3 KRAS KRT12 KRT16 KRT17 KRT36 KRT75 KRT77 KRT79 KRT85 KRTCAP2 KRTDAP LANCL2 LAPTM4A LASP1 LCP1 LDHC LEP LGALS1 LGALS3BP LGALS7 LGALS9 LGR5 LILRB3 LIMS1 LIPE LMAN1 LMNB1 LMTK2 LPIN1 LPL LRG1 LRRC8C LSM12 LTC4S LUM LY6D LYZ MAN1A2 MAN2B1 MAP1B MAP2 MAP3K5 MASP1 MCM6 MEF2A MFAP5 MGA MGAT2 MGLL MIF4GD MIR214 MIS12 MISP MKI67 MOB1A MR1 MRAP MRC2 MRPL3 MRPL39 MSH4 MSRA MST1R MT1A MT2A MTF2 MYH1 MYH6 MYL1 MYO5B NABP1 NAP1L1 NAV2 NCAPD2 NCF1 NCF2 NCOA4 NDUFA2 NDUFA3 NDUFA5 NDUFAF7 NEDD4 NEU2 NEUROD4 NHSL1 NIT2 NKD2 NLK NME7 NNAT NR3C1 NR4A1 NSF NSUN4 NT5E NTN1 NUBP1 OPA1 OS9 OSR2 OVOL1 PABPN1 PAPOLA PBK PC PCCA PCK1 PCOLCE PCSK6 PCYT1A PDAP1 PDE3A PDE4DIP PDK4 PDLIM5 PDPK1 PDS5A PECAM1 PEG3 PEX13 PFKFB3 PGD PHB2 PIGB PINK1 PITPNB PIWIL2 PJA1 PKDREJ PKIG PLA2G2F PLCB1 PLD1 PLEC PLEK2 PLIN4 PLK1 PMEL PMEPA1 PMFBP1 PNPLA2 POLR3A PON3 POU2F3 PPP3CA PPP4R3B PRELP PRKACB PRKAR1B PRKD3 PRMT5 PRMT6 PRPS1 PSAP PSME4 PTBP3 PTGFR PTGS2 PTPN13 PTPN14 PTPRE PTPRF PTPRG PUM1 PURB QKI QSOX1 RAB12 RAB2B RAB31 RAB40C RAB6A RABGAP1 RACGAP1 RAD21 RAMP2 RANBP9 RARG RARRES2 RASL11B RASSF3 RBBP4 RBBP6 RBFOX2 RBM6 RBMS1 RBP7 RCC2 RDH11 RECQL RETN RETNLB RFC1 RGCC RGS4 RHOG RHOV RIOK2 RIOK3 RMND5B RNF114 RNF14 RNF41 ROPN1L RPA1 RPL23 RPL3L RPN2 RPTN RRAD RRM1 RTN4 RTP4 RXRA RYR1 S100A10 SAFB2 SAP18 SAR1A SCAF11 SCD SCOC SCUBE1 SDCBP2 SEC61A2 SEPTIN8 SERINC3 SERP1 SERPINA12 SERPINB2 SERPINF1 SF3A2 SF3B2 SGCG SGPL1 SH3KBP1 SH3RF1 SHISA2 SHMT1 SIAH1 SIGMAR1 SIRPA SKP2 SLC11A2 SLC22A5 SLC25A10 SLC25A13 SLC25A30 SLC25A48 SLC2A4 SLC35A2 SLC35A3 SLC39A11 SLC39A3 SLC48A1 SLC5A6 SMAD1 SMAD5 SMARCA4 SNCA SNCG SNRPG SNRPN SNX30 SOD3 SORBS1 SOX4 SOX5 SOX9 SPAG5 SPESP1 SPIN1 SPON1 SPRR1A SPRR2D SPTBN1 SREK1 SREK1IP1 SRPK1 SRRM1 ST3GAL2 STAR STARD4 STOM STRBP STX18 SUCO SULT2B1 SWSAP1 TAOK1 TBRG4 TCAP TCEA1 TCEAL3 TCF12 TCF20 TCF7 TCIM TECR TENM4 TF TFDP1 TFRC TG TGFBR2 TGFBR3 TGS1 THBS1 THRAP3 THRSP TIMP1 TIMP3 TM6SF2 TMCC3 TMEM106B TMEM131L TMEM234 TMEM45A TMOD2 TNFRSF19 TNFSF14 TP53 TP63 TPO TPP2 TPR TPSD1 TRBV28 TREX2 TRIP13 TSHR TSLP TSPO TUBGCP2 TWSG1 TXNIP UBAP2L UBC UBE2D3 UBE2H UBL5 UBLCP1 UBQLN4 UCK1 UCP2 UCP3 UQCRB USF1 USP18 USP34 VAMP8 WARS1 WASHC2A WDR12 WDR45 WDR48 WEE1 WNT5A WRN WWC1 XDH XIST XRN2 YIPF4 YKT6 YPEL1 ZC3H11A ZDHHC5 ZFP36 ZFR ZMYND11 ZNF106 ZNF148 ZNF260 ZNF445 ZNF574 MARTINEZ_RESPONSE_TO_TRABECTEDIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARTINEZ_RESPONSE_TO_TRABECTEDIN ADK ALCAM AP3B1 ATF6 BABAM2 COMMD1 CRADD CRYBG1 CUX1 DDX10 DOCK1 EIF4G3 ENOX2 EXT1 FTO GBE1 GNAQ HERC1 HMGA2 ID1 IRS1 ITPR1 KANK1 KIFAP3 LPP LRBA MARF1 ME1 MGMT MLLT3 NCOR2 NUMB PCCA POLA1 PPARG PTPRG PTPRK ROR1 SMAD3 SND1 SORL1 SPIDR SRPK2 STK3 TCF12 TIAM1 TMEM131 UVRAG XRCC4 ZFHX3 MARTINEZ_RESPONSE_TO_TRABECTEDIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARTINEZ_RESPONSE_TO_TRABECTEDIN_DN ABRAXAS2 ACSL3 ADSL ANLN ARFGAP1 ARFGEF2 ARHGEF2 ARPC5L ATF1 ATG5 AURKA B4GALT5 BAG2 BCL2L1 BIRC2 BIRC6 BLZF1 BTAF1 BTG1 BUB1 BUB3 C8orf76 CCN2 CCNA2 CCNH CCT4 CDC23 CDC25C CDC27 CDC42BPA CDC5L CDH11 CDIN1 CDK1 CDK5R1 CDK7 CEP55 CFLAR CLCN7 CMPK1 CORO1C CPSF7 CRK CRLF3 CSNK2A1 CXXC5 DCK DDX20 DDX21 DIS3 DKC1 DLG5 DNAAF2 DNAJA2 DTL EGFR EIF3A EIF4B ELOVL6 EML4 EMSY EP400 EPB41 EPS15 EPS8 ERCC3 FADD FAF1 FBXL3 FBXL7 FKBP15 FNDC3A FNTA FOSL1 FOXK2 FRYL FYN FZD1 GABPB2 GAPVD1 GCC2 GDI2 GGPS1 GLRX GOPC GTF2B GTF2H1 GTF2H2 H4C2 H4C3 HDAC2 HERC4 HS3ST3B1 HSPA1L HSPA8 HSPE1 HSPH1 IGF2BP2 IMMP2L IPO7 ITPRID2 JAG1 JMJD1C KDM1A KDM4B KIF11 KIFBP LBR LHFPL2 LRRC42 LRRC8C LSM14A LUZP1 MACIR MAGEF1 MAP3K4 MAP3K7 MAP7D3 MAPK14 MAPKAPK5 MAT2A MCM3 MCTS1 MEAF6 MED17 METTL13 MFAP1 MICAL2 MID1IP1 MRPL1 MRPL15 MRPS35 MTCL1 MTIF2 MTMR4 MYC MYCBP2 NBN NCOA6 NET1 NLRC4 NMI NOC3L NPAS2 NUFIP1 OGT OSBP OSBPL9 PAFAH2 PAMR1 PANX1 PCNA PDGFB PEX1 PHF6 PJA2 PKN2 PLAG1 PLK1 POLD3 PPP1CC PPP2R1B PPP2R5E PRIM2 PRKACB PRKD3 PSMA4 PSMA5 PSMB1 PSMC2 PSMC6 PSMD14 PSME3 PSMG2 PTGES3 PTPRK RAB1A RAB2A RAB5A RAB6A RABGAP1 RABGGTB RAD23B RAD54B RAP1B RBM14 RBM17 RBM25 RBM27 RCC1 RCOR1 RIPK1 RNF14 RNF220 RPP14 RSPRY1 RSRC2 SACS SAMD4A SEC16A SERBP1 SIRPA SIRT1 SLC25A17 SLC2A1 SLC4A1AP SMARCA5 SNIP1 SON SPIN1 SPRY2 SQSTM1 SRPK2 SRRM2 SRSF3 SRSF4 SRSF9 STAU1 STK17A STK17B SUPV3L1 SYNE1 TARBP1 TARDBP TBK1 TBL1XR1 TCERG1 TDG TGIF1 THRAP3 TIAM2 TIMM21 TMEM138 TMEM248 TMEM53 TMPO TOP1 TOP2A TP53INP1 TRIM24 TRIP4 TSFM TSPAN14 TXNRD1 UBA2 UBE2C UBE2D2 UBE2D3 UBE2T UBN1 UBR7 UCK2 USP12 USP22 USP3 USP8 VCAN VEGFC VPS35L WEE1 WNT5B XBP1 XRCC5 YWHAE ZDHHC16 ZDHHC5 ZFTRAF1 ZMYM2 ZMYND8 ZNF281 ZNF345 ZNHIT3 MARTINEZ_RESPONSE_TO_TRABECTEDIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARTINEZ_RESPONSE_TO_TRABECTEDIN_UP ADAM9 AKAP13 ANXA1 ANXA5 ARL2 ATF3 ATP6V1G1 ATRAID CDC37 CDH1 COX6B1 COX7A2 COX8A CTSA CXCL3 CYCS DKK3 DNM1L DSG1 FKBP1A GADD45B GLO1 GNAS GNG10 GUK1 H1-2 HDAC3 HLCS HSBP1 ID2 IFITM1 IFITM2 IFITM3 IGFBP6 INHBB ITGAE ITM2B JUNB LAPTM4A LYZ MYB MYL11 MYOZ2 NDUFA1 NDUFA13 NDUFA2 PDIA3 PGK1 PIK3C2B PRDX2 RHBDD2 RPS27 RSRP1 RSU1 S100A10 SAT1 SCG5 SERTAD1 SKP1 SKP1P1 SNCAIP SOCS1 SOD1 SRGN TNRC18 TUSC3 UBA52 UQCRB VKORC1 WBP1 YBX1 MARTINEZ_TP53_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARTINEZ_TP53_TARGETS_DN AARS1 AATF ABCA2 ABCE1 ACAN ACSL5 ACTN3 ACTRT2 ACVR2B ADAMTS4 ADGRG1 ADIPOQ AFF2 AGFG2 AGPAT1 ALDH1A3 ALDH3A1 AMMECR1L ANK3 AP4S1 APBA3 APLP2 APOE AQR ARHGEF25 ARL8B ATF1 ATF7IP2 ATM ATP11A ATP2A2 ATP5IF1 ATP5PD ATP6V0C ATXN7L3B AURKC BAALC BACH1 BACH2 BAMBI BASP1 BBIP1 BCR BICC1 BMERB1 BRD2 BRD3 C1D C1R C22orf39 C6orf132 C9orf64 CA6 CACFD1 CALD1 CALHM5 CALR CAMK2B CAMKK2 CANX CAP1 CCDC137 CCND1 CCND2 CCNL1 CCT2 CD248 CDH3 CDH5 CDK2AP1 CDKN1A CEBPB CEBPG CELF1 CELF4 CELSR2 CENPA CER1 CERS4 CES4A CHAC1 CHD4 CHEK2 CHST1 CIBAR1 CLCN3 CLEC10A CLIP4 CLK1 CLNS1A CLU COL11A1 COL18A1 COL1A1 COL6A2 COL9A3 COPS9 CPSF4 CPT1A CRIM1 CRTC3 CRYBA4 CRYL1 CRYM CSF1R CSNK1D CTNNAL1 CTNNBIP1 CTNS CTSB CUX1 CWH43 CX3CR1 CXXC5 CYP17A1 CYP2G1P DAP DCT DDR1 DDX3Y DIAPH3 DKK2 DLX1 DLX3 DMD DNAJC17 DNAJC3 DNPH1 DOP1B DPYSL3 DSTYK DUS1L DYNLT1 ECE1 ECRG4 EDARADD EDC4 EDN3 EFNA3 EFNB1 EFTUD2 EGFR EGLN3 EGR2 EIF3E EIF4EBP1 ELN ELOVL3 ELOVL6 ENC1 ENOX2 EPAS1 EPHX1 EPHX2 EPRS1 ERC1 ERO1A ERRFI1 ESRP1 ETHE1 EXTL3 FA2H FAAP20 FABP4 FADS3 FASTKD2 FBN2 FBP1 FGF7 FGFBP1 FHDC1 FHL2 FKBP5 FKBPL FLNA FOXC1 FOXO1 FOXP1 FRMD4B FRYL FUBP1 FXYD4 FZD6 FZD7 G6PD GABRP GALR1 GAS1 GCLC GDPD3 GGT1 GIP GJB2 GJB6 GLIPR1L2 GNA13 GNMT GOLGA4 GPRC5D GRHL1 GRK4 GSDMA GSK3B GSTP1 GTF2B H2BC17 H2BC5 HACD2 HACD4 HERC6 HHIP HIPK2 HJURP HLA-A HLA-B HMGA1 HMGB1 HMGCS1 HNF4G HOMER2 HOOK2 HOPX HOXA3 HR HRAS HSD17B11 HSPA8 HUWE1 IAPP IDI1 IFFO2 IFI16 IGDCC4 IGFBP2 IGFBP4 ILF3 IMPACT INCENP INTS6L INTS9 IRX4 ITPR3 JUNB KAT7 KDM5B KERA KIF1C KLK10 KMT5A KRT12 KRT17 KRT23 KRT25 KRT27 KRT31 KRT32 KRT33A KRT34 KRT35 KRT36 KRT71 KRT72 KRT75 KRT79 KRT81 KRT82 KRT83 KRT85 KRT86 KRTAP1-3 KRTAP1-4 KRTAP13-1 KRTAP15-1 KRTAP19-1 KRTAP19-3 KRTAP19-4 KRTAP19-8 KRTAP20-1 KRTAP3-1 KRTAP4-1 KRTAP4-9 KRTAP5-2 KRTAP5-4 KRTAP6-3 KRTAP8-1 KRTAP9-9 KRTCAP2 LAD1 LAMA5 LASP1 LDHB LEP LGALS3BP LGALS7 LGR5 LIG3 LMTK2 LPCAT1 LPIN1 LSM12 LSR LTBP2 LY6G6D LYAR MAML1 MAN2B1 MAN2C1 MAP3K5 MAP4 MARCKS MARCKSL1 MASP1 MAX MBD3L2B MBP MCL1 MEIS2 MFAP3 MGA MGLL MIF4GD MIS12 MKI67 MLLT1 MRPL33 MRPL39 MRPL52 MRTFA MSH4 MST1R MSX2 MT1A MT2A MT4 MTA1 MTF2 MTREX MYBL2 MYH1 MYH14 MYH3 MYH6 MYO10 NAA11 NAV2 NCDN NDEL1 NDUFA2 NDUFA3 NDUFA5 NECTIN2 NEO1 NEUROD4 NFE2L3 NFIA NFIB NHERF2 NHSL1 NKD2 NME7 NOTCH1 NPEPL1 NPY NR2F1 NUMA1 OS9 OVOL1 PABPN1 PADI3 PAM16 PANK1 PARP3 PATZ1 PAX6 PCBP2 PCOLCE PDAP1 PDCD7 PDE3A PDK4 PDS5A PFKFB3 PFN2 PGD PHB2 PIGB PIGQ PIGU PINLYP PIP PIP5K1C PIWIL2 PKD1 PKDREJ PKIG PKP2 PLCB1 PLEC PLIN4 PLK1 PLOD2 PLXNA2 PLXNB3 PMEL PMEPA1 PMFBP1 POLDIP3 POLG POLR2A POLR2L POLR3A POM121 POU1F1 PPCDC PPIB PPIH PPP4R3B PRELP PRMT5 PRNP PRSS12 PSMC4 PSORS1C2 PTGDS PTPN13 PTPRE PTPRF PTTG1IP PURB QKI RAB12 RAB4A RAB6A RARG RASL11B RASSF3 RBBP4 RBBP6 RBBP8 RBFOX2 RCC2 RDH11 RETNLB RETREG3 RHBDL3 RHBG RHOG RHOU RHOV RIMS2 RIOK2 RIOK3 RIPK4 RMND5B RNASET2 RNF149 RPL14 RPL21 RPL23 RPL26 RPL27 RPL31 RPL34 RPL37 RPL37A RPL3L RPN2 RPS17 RPS18 RPS21 RPS24 RPS6 RPS7 RPS8 RRAD RTP4 RTRAF RYR1 S100A10 S100A14 S100A3 SAFB2 SAP18 SCAF11 SCARA3 SCMH1 SCYL1 SDHAF4 SEPHS2 SF3A2 SF3B2 SFRP2 SFXN3 SH3RF1 SHISA2 SHMT1 SIAH1 SIVA1 SLC1A5 SLC25A10 SLC25A30 SLC27A4 SLC35A2 SLC35B1 SLC39A11 SLC39A14 SLC39A6 SLC44A1 SLC5A6 SLC7A5 SLURP1 SMAD1 SMAD4 SMARCA4 SMARCD2 SMO SNCA SNRPG SNTB2 SNX30 SON SOX2 SOX5 SOX9 SP110 SPESP1 SPINT1 SPRR1A SPTBN2 SREK1 SRRM1 SRSF3 SSBP2 ST14 STRBP STX18 SULT2B1 SUPT6H TAOK1 TARDBP TC2N TCF20 TCHH TECR TENM2 TENM4 TEX261 TFAP2B TFDP1 TG TGS1 THRA THRAP3 TIMP1 TIMP3 TJP2 TLE3 TMCC3 TMED10 TMEM131L TMOD2 TNMD TNNT1 TNRC6A TOMM70 TOR2A TP53 TPO TPR TRBV28 TRH TRIM2 TRO TSPO TUBA4A UAP1 UBC UBE2F UBE3A UBL5 UBLCP1 UBQLN4 UCP2 UNC5B UPP1 USP18 USP19 UTY VAMP8 VDR VIRMA VN1R17P WDR12 WDR75 WFDC21P WNT5A WRAP73 WRN WWC1 XDH XIST XPO5 YIPF4 YPEL1 ZCCHC9 ZDHHC14 ZDHHC5 ZFP36 ZMYND11 ZNF148 ZNF280D ZNF574 MARTINEZ_TP53_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARTINEZ_TP53_TARGETS_UP ABCB8 ABCC5 ACAA2 ACAD8 ACBD3 ACKR1 ACO1 ACOX1 ACSL1 ACTA1 ACTB ACTC1 ACYP1 ADD1 ADD3 ADH1C AGK AGPAT5 AGTR2 AHR AIF1L AK3 AKR1B10 AKR1C3 ALAS1 ALDH1A1 ALOX5AP AMD1 ANGPTL2 AP2A1 AP2B1 AP3M1 APOA4 APOC2 APP AQP1 ARCN1 ARHGAP1 ARL5A ARPP19 ARRDC4 ART1 ART3 ASB6 ASB7 ASPH ATF2 ATF3 ATP2A1 ATPAF2 ATXN7L3B AVPR1A B2M BABAM2 BAD BAG4 BBOX1 BCAP31 BCL2L13 BICD2 BID BMP1 BNIP3 BPHL BRAT1 BTC BZW1 C1QB C1orf54 C4orf3 C5orf15 CA13 CA3 CA4 CAB39L CACNA2D1 CALCOCO2 CAMK4 CAPN6 CAPRIN1 CAPZB CARS1 CASP6 CASQ1 CAT CAV2 CAV3 CCDC43 CCDC71 CCL15 CCL20 CCN1 CCN3 CCND2 CCNL2 CCT6A CD163 CD36 CD44 CD59 CD74 CDC42BPA CDKN1A CDKN1C CEACAM1 CELF2 CENPB CENPV CEP85 CFAP97 CFD CFL2 CHCHD10 CHD9 CHPT1 CHRND CIDEC CKM CLCA3P CLCF1 CLDN10 CLDN11 CLDN15 CLDN5 CLEC4E CLNS1A CMA1 CMTR1 CNOT4 COA5 COL4A5 COX6A1 CP CPA3 CPD CPT1B CSRP3 CTBS CTDSP2 CTF1 CTR9 CTTN CUX1 CXCL12 CXCL14 CYP11A1 CYP4B1 CYSRT1 DCTN4 DCUN1D1 DDX3X DDX3Y DGCR2 DHX40 DLK1 DNAJB1 DNM2 DNPEP DPYSL3 DRAM1 DRAM2 DTX3 DUSP1 DUSP22 DVL1 DYNLT1 EIF3A EIF4G1 EIF4H ELOC EML5 EMP2 ENPP3 EPHA5 EPS8L1 EREG ERI2 ESD ESYT3 ETFDH ETFRF1 FABP1 FADS2 FAH FAM107B FAM162A FBLN1 FBLN2 FBP2 FBXW8 FCGR2B FECH FERMT3 FGFR2 FGL2 FNTA FOS FSCN1 FTH1 FUCA1 FUT2 GALNT11 GBP2 GET3 GHR GINM1 GIT2 GJA1 GLO1 GLRX GNA12 GNA13 GNAS GOSR2 GPD1 GPSM1 GRB10 GSTA2 GSTZ1 GZMB GZMH H1-2 HACD3 HADH HAS3 HAVCR2 HBP1 HBS1L HCAR2 HCFC1 HDC HDLBP HIF3A HIPK3 HLA-B HLA-DQA1 HMGA2 HMGCS2 HNRNPLL HOXA9 HOXB2 HOXB6 HSPA9 HSPB7 IDE IDH3G IER3 IFI16 IFI27L2 IFT46 IGF2 IGHG1 IKZF1 IL18R1 IL1R2 IL2RG IL33 IL36A IL36G IL36RN IL6ST ILF3 IMMP2L IMMT INPPL1 INTS12 IP6K1 ITGA4 ITGA9 ITGAV ITIH5 ITM2A JAK1 KDM8 KIF11 KIF20A KLB KLF3 KLHL13 KLK1 KPNA6 KRAS KRT16 KRT6C KRT77 KRTDAP LAMA2 LANCL1 LANCL2 LAPTM4A LASP1 LBP LCE1F LCP1 LDHC LGALS1 LGALS9 LILRB3 LIMS1 LIPA LIPE LITAF LMAN1 LMBR1 LMNB1 LPL LRG1 LRRC8C LTBP1 LTC4S LUM LXN LY6D LYZ MAGOHB MAN1A2 MAP1B MAP2 MAPRE2 MARCHF2 MCM6 ME1 MEF2A MFAP5 MGAT2 MIR214 MISP MOB1A MORC3 MR1 MRAP MRC2 MRPL3 MS4A6A MSR1 MSRA MTX1 MYL1 MYL4 MYO5B NABP1 NADK NAP1L1 NCAPD2 NCF1 NCF2 NCOA4 NCOA5 NDRG1 NDST2 NDUFAF7 NDUFS4 NEDD4 NEU2 NIT2 NLK NNAT NPM3 NPY4R NR3C1 NR4A1 NSF NSMAF NSUN4 NT5E NTN1 NUBP1 NUDT7 OPA1 OS9 OSR2 PAPOLA PBK PC PCCA PCK1 PCSK6 PCYT1A PDE4DIP PDGFA PDGFC PDLIM5 PDPK1 PEA15 PECAM1 PEG3 PEX13 PFKFB3 PIGO PILRA PINK1 PIP4K2A PIP5K1A PITPNB PITX2 PJA1 PLA2G2F PLAC1 PLD1 PLEK2 PLGRKT PMEPA1 PNPLA2 PON3 POU2F3 PPP3CA PRDX1 PRELP PRKACB PRKAR1B PRKCE PRKD3 PRMT6 PROKR1 PRPS1 PRR13 PSAP PSME4 PSMF1 PTBP3 PTGFR PTGS2 PTPN14 PTPRF PTPRG PTPRZ1 PTTG1 PUM1 QPCT QSOX1 RAB2B RAB31 RAB40C RABGAP1 RACGAP1 RAD21 RAMP2 RANBP9 RARRES2 RBBP4 RBM6 RBMS1 RBP7 RDH10 RECQL RETN RFC1 RGCC RGS4 RILPL2 RIMOC1 RNF114 RNF14 RNF41 ROPN1L RPA1 RPGRIP1 RPS25 RPTN RRM1 RRN3 RSAD2 RTN4 RXRA RXYLT1 S100A8 S100B SAA3P SAR1A SCD SCOC SCUBE1 SDCBP2 SEC61A2 SELENOF SEPTIN8 SERINC3 SERP1 SERPINA12 SERPINB1 SERPINB2 SERPINB4 SERPINB9 SERPINF1 SET SGCG SGPL1 SH3KBP1 SIGMAR1 SIRPA SIX2 SKP2 SLC11A2 SLC14A1 SLC22A2 SLC22A5 SLC25A10 SLC25A13 SLC25A48 SLC26A7 SLC2A4 SLC35A3 SLC39A3 SLC45A3 SLC48A1 SLC4A10 SLC6A4 SMAD5 SMOC2 SNCG SNRNP27 SNRPN SNX17 SOD3 SORBS1 SORT1 SOX11 SOX4 SPAG5 SPIN1 SPON1 SPON2 SPPL2B SPRR2D SPTBN1 SREK1 SREK1IP1 SRGN SRPK1 ST3GAL2 STAR STARD4 STOM SUCO SWSAP1 TBK1 TBRG4 TCAP TCEA1 TCEAL3 TCF12 TCF7 TCIM TF TFPI2 TFRC TGFB2 TGFBI TGFBR2 TGFBR3 THBS1 THRSP TIA1 TIMMDC1 TM6SF1 TM6SF2 TMCC2 TMED9 TMEM106B TMEM106C TMEM109 TMEM191B TMEM222 TMEM234 TMEM45A TNFAIP6 TNFRSF19 TNFSF14 TNNC1 TNNI1 TNNT2 TP53INP2 TP63 TPP2 TPSAB1 TPSD1 TRBC2 TREX2 TRIAP1 TRIB1 TRIP13 TSHR TSLP TSPAN3 TUBGCP2 TWSG1 TXNDC12 TXNIP TYROBP UBAP2L UBB UBE2D3 UBE2H UCK1 UCP1 UCP3 UQCRB USF1 USHBP1 USP34 VAPB VN1R17P WARS1 WASHC2A WDR45 WDR48 WEE1 XRN2 YKT6 ZBED3 ZC3H11A ZFP37 ZFR ZIC3 ZMYM4 ZNF106 ZNF260 ZNF330 ZNF410 ZNF445 ZNF521 ZNF574 ZSCAN26 MARTIN_INTERACT_WITH_HDAC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARTIN_INTERACT_WITH_HDAC ACTN1 ACTN4 ANKRD11 ATF2 BCL6 BCOR CAMK1 CAMK2D CAMTA2 CBX5 CTBP1 ETV6 FOXP3 GATA1 GATA2 HIF1A KAT5 KPNA2 MAPK1 MAPK3 MARK2 NCOR1 NCOR2 NFKBIA NKX2-5 NR2C1 NRIP1 PHB2 PKD1 PPA1 PPP1R12A REST RFXANK RUNX2 RUNX3 SIN3A SRF TP53BP1 UBE2I YWHAQ ZBTB16 MARTIN_NFKB_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARTIN_NFKB_TARGETS_DN BRD1 BRSK1 COLGALT2 DGKQ DHCR24 DNASE2 EFNB3 MEAK7 SLC14A2 UBN1 ZCWPW2 MARTIN_NFKB_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARTIN_NFKB_TARGETS_UP ABCB1 ATP8A2 BCL2 BICDL1 C1S C3 CA2 CASP4 CCL7 CDC14B CP CXCL12 CXCL9 DUSP6 FLT1 FSD1 GTF3C1 IGFBP7 IL10 INHBB LATS2 MTRF1 MYC NFKBIZ OPN4 OSMR PLD4 PPP1R1B PRKCE SAA1 SLC16A4 SLC26A9 SLC29A1 SPP1 STEAP4 SYN3 TRIM2 TRPV6 TTYH3 VCAM1 VEGFA ZCWPW1 MARTIN_VIRAL_GPCR_SIGNALING_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARTIN_VIRAL_GPCR_SIGNALING_DN ALDH18A1 ARIH2 BFSP2 BIK BRD1 BRSK1 CD86 CFH DGKQ EFNB3 ESX1 EXTL1 FOSL1 FRMD4B H1-1 HLA-A HTR1B HTT LGR6 LMBR1L LSM6 MAN2A1 MEAK7 MRPS22 NEBL NOD1 OR13C7 OR5AR1 OR5B12 PANX2 PGF PLA2G2F PPT2 PSPH RNF122 SLCO1A2 SMPD3 SMS SRP9 STBD1 TAF13 TBC1D1 TCERG1 TCOF1 TF TRAK1 UBN1 UNCX VCAN WT1 ZNF622 ZNF7 MARTIN_VIRAL_GPCR_SIGNALING_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARTIN_VIRAL_GPCR_SIGNALING_UP ABCB1 ABCG5 ACTA2 ANXA8L1 AP5B1 ARRDC5 ATP8A2 BCL2 BICDL1 C1S C3 C8orf82 CA2 CCDC69 CCL7 CDC14B CNTN6 CP CXCL12 CXCL9 CYP39A1 DKK4 DOK6 DSG2 EPB41L3 EPHX1 FLT1 FSD1 FST GALK2 GNPNAT1 GPR18 GTF3C1 HAGHL HOXB7 HTATIP2 IGFBP7 IL10 INHBB IQGAP1 ITGB8 ITPKC KLK11 KRT1 LATS2 LHX6 MGST1 MST1 MYC MYH10 NEGR1 NFKBIZ NRF1 NYX OPN4 OSMR PAM PDE6B PLD4 POLR3H PPP1R1B PPP2R2A PRKCE PUS1 RORA SAA1 SEMA4B SERINC5 SLC16A4 SLC26A9 SLC29A1 SOCS2 SOD3 SP6 SPP1 STEAP4 SYN3 TAAR9 TARS2 TRDN TRPV6 TTYH3 VCAM1 VEGFA ZAN MARTORIATI_MDM4_TARGETS_FETAL_LIVER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARTORIATI_MDM4_TARGETS_FETAL_LIVER_DN ABCB7 ABCF1 ABCF2 ABCG2 ACO1 ACP1 ACP5 ACTR1B ACTR2 ADAM10 ADD3 ADPRS AGAP3 AGO2 AGPS AK3 AKAP10 ALAS2 ALB ALCAM ALG2 AMBP AMD1 AMN ANAPC5 ANGPT1 ANGPTL2 ANKRD28 ANP32E AP1G1 APOA1 APOA4 APOB APOE APOM ARF3 ARHGAP5 ARID4B ARL8B ARNT ARPC1B ASB4 ATF7IP ATIC ATP11C ATP2B1 ATP8A1 ATRX ATXN2 ATXN7L3B BAG6 BASP1 BAZ1B BCL11A BCLAF1 BDNF BNC1 BRD8 BTBD2 BUB1 CA2 CA7 CAD CAGE1 CAND1 CAPN6 CASP9 CBL CBX2 CBX5 CCAR1 CCNT2 CCSER2 CD1D CDC27 CDH2 CELF1 CEPT1 CERT1 CHP1 CILK1 CITED4 CKAP4 CLCN5 CLIC1 CLIP3 CLPX CNOT11 CNOT6L CNOT7 CNTRL COL1A1 COL1A2 COL5A2 COL9A1 COP1 COX15 CSF1R CSF2RB CSNK1D CSNK1G3 CSTF3 CTDSP2 CTSC CTTN CTTNBP2NL CUBN CUL3 CWF19L1 CYTH3 DACT1 DACT3 DBT DCN DDX17 DDX18 DDX21 DDX3X DGCR2 DGCR8 DHX29 DHX9 DNAJC7 DPF3 DPYSL3 DTL DUSP18 EDEM1 EFHD2 EFNA5 EFNB3 EIF4G1 EIF5B ELL2 ENAH ENSA EPB41L2 EPB41L3 EPHA3 EPHA4 EPM2AIP1 EPRS1 ERBIN ERMAP ERVK13-1 ETS1 EXOC5 F2R FADS2 FAF1 FAM168B FAM172A FAM32A FBXW11 FBXW8 FEM1B FERMT2 FGA FGB FGFR2 FGG FKRP FLRT3 FOXF1 FOXM1 FOXP1 FUBP1 FYTTD1 FZD1 FZD5 GAL3ST4 GANAB GATA4 GATA6 GHR GLI3 GLYR1 GNA12 GNAI3 GNG2 GPBP1 GPS2 GRAMD2B GRB10 GTF2F1 GTF3C2 GUCY1A1 GULOP HACD3 HAND2 HCFC1 HDLBP HEMGN HEXIM1 HIPK3 HMG20B HMGCR HMOX1 HNRNPA1L2 HNRNPH3 HP1BP3 HSD11B2 HUS1 IGDCC3 IGFBP1 IL6ST ILRUN INCENP ING3 IRF2BPL ISG20L2 ITIH2 IVNS1ABP KANK2 KAT2B KCTD20 KIF11 KIF15 KIF1B KIN KLF3 KNOP1 KPNA3 LASP1 LCP1 LEMD3 LHX9 LIN7C LIX1L LMO4 LPAR1 LPL LPP LRRC58 LRRC59 LYPLA1 MAB21L2 MACO1 MAF MAGT1 MAOB MAP1B MAPK1IP1L MAPKAPK2 MAPRE1 MARCHF7 MARK2 MATR3 MBD1 MBNL2 MDM4 MECOM MED16 MEF2A MEN1 METTL16 MIA3 MKNK2 MLLT1 MLLT10 MMP14 MSL1 MT-CYB MTDH MTMR4 MTUS2 MYB NAA50 NAB1 NCK2 NCL NEMF NFATC3 NFYC NHLH2 NNAT NOLC1 NONO NORAD NR2F1 NRAS NRK NUCKS1 NUDT4 NUFIP2 NUP205 ODF2 OGFRL1 OLFM1 OTUD4 OVCA2 PAFAH1B2 PANK3 PAPOLA PARD6B PBX3 PCBP4 PCTP PCYT1A PDGFRA PDIA6 PDZK1 PELI1 PGM5 PHETA1 PHF20L1 PIK3R1 PIM1 PITPNB PITX2 PJA2 PKNOX1 PLAGL1 PLG PLN PLPP3 PLVAP PLXNA2 PLXNB2 PMPCA PNISR POFUT2 POGK POLA1 POLE3 POLR3C POSTN PPFIA1 PPHLN1 PPIG PPM1B PPP4R1 PPP6R1 PRC1 PRKAR2A PRKAR2B PRKCI PRPF19 PRPF38B PRPF40A PRPF6 PRRX1 PSAP PTEN PTPRG QKI RAB10 RAB22A RAB7A RANGAP1 RBBP9 RBFOX2 RBM25 RBM28 RBM5 RBP4 RCBTB1 RCBTB2 RCC2 RCOR3 RELN RFK RHAG RMND5A RNF2 RNF20 RNF220 RNF38 RO60 ROCK2 RPS6KB1 RSRC2 RTF1 RWDD4 S1PR3 SAFB2 SATB1 SCARF2 SCYL2 SEC23A SEC24B SEC62 SEC63 SELENOI SEPTIN1 SERPINA1 SERPINF2 SFPQ SFSWAP SGO2 SGPL1 SH3BP5 SH3D19 SH3GLB1 SHC1 SHOX2 SHROOM3 SKIC2 SLC12A7 SLC13A4 SLC16A13 SLC25A13 SLC25A46 SLC2A2 SLC31A2 SLC38A2 SLC39A10 SLC39A8 SLC44A1 SLC4A1 SMAD3 SMARCA5 SMC1A SMC6 SNW1 SNX1 SNX2 SNX5 SON SOX4 SP4 SPAG5 SPART SPHKAP SPIN1 SREK1 SRPRA SRSF1 SSBP4 SSR1 SSR3 ST13 ST3GAL5 STAMBP STARD4 STAU1 STK3 SUPT16H SUZ12 TBC1D2B TBKBP1 TBL1X TBL3 TBRG4 TBX15 TBX2 TBX3 TCF21 TCF4 TCF7L2 TENT5C TFRC TGFBR1 TGIF2 TGOLN2 THAP11 THRAP3 TIA1 TIMP2 TIRAP TLL1 TMEM248 TMEM33 TMEM64 TMPRSS2 TMX4 TNC TNFAIP1 TNPO3 TPM4 TPR TRAK2 TRPC4AP TSHZ1 TTR TWSG1 UBAP2 UBL7 UBQLN4 UBXN4 UFD1 UFM1 UGCG UMPS UPK3B USP16 USP19 USP22 USP48 UTP15 UTP3 UTRN VCAM1 VCL WBP1L WDR26 WNT5A XIAP YKT6 YTHDF3 YWHAG ZBTB12 ZCCHC14 ZFAND5 ZFP36L2 ZFPM1 ZFX ZKSCAN1 ZMYND11 ZNF106 ZNF143 ZNF146 ZNF148 ZNF22 ZNF260 ZNF544 ZNF574 ZNF830 MARTORIATI_MDM4_TARGETS_FETAL_LIVER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARTORIATI_MDM4_TARGETS_FETAL_LIVER_UP A2M ABHD4 ADM AEN AK1 AK4 ANKRD37 ANO3 APAF1 ARAP2 ARRDC3 ASCL2 ATP5F1E ATP5MK BHLHE40 BHLHE41 BLOC1S2 BNIP3 BNIP3L BOLA2 BTG2 BTG3 CA12 CAV1 CCN2 CCNC CCNG1 CCP110 CD81 CDC34 CDKN1A CENPW CEP170B CGREF1 CHAC1 CIART CLCN3 COA8 COMMD2 COX6B2 COX7A2 CPNE2 CPT1C DAPK1 DCXR DDIAS DDIT4 DDIT4L DDX3Y DEF6 DLX3 DPM3 DUS4L DYNLL2 DYRK3 EDA2R EGLN1 EGLN3 EI24 EIF4EBP1 ELP6 ENHO ENO1 EOLA1 ERO1A ETV4 EXOC4 FABP7 FAM114A2 FAM162A FAM181B FAT1 FBXW9 FOXO3 FSD1 GALK1 GBE1 GINS1 GLRX3 GLUL GNB1 GRIP1 HBB HIGD1A HILPDA HK2 HOXB9 HOXD1 HOXD4 HPRT1 HSPBP1 IER3 IFITM3 IGF2BP1 IMMP1L JAG2 JDP2 KANK3 KBTBD11 KCNE3 KDM5D KDM7A KIFC1 KMT2E KRT19 LAGE3 LLPH LMNB1 LRRC32 LRRFIP1 LSM7 LUC7L2 MAB21L3 MAP3K20 MAPKAPK3 MDM2 MFAP3 MGARP MIR219A2 MIX23 MNAT1 MT2A MTG1 N4BP1 NAA20 NAMPT NDRG1 NDUFA7 NDUFB9 NME2 NME4 NPM3 NPPB NR6A1 NRN1 NSMCE1 NUDT5 P3H2 P4HA1 P4HA2 PALM2AKAP2 PDE2A PDE4B PDK1 PDXP PERP PFKL PFKP PGK1 PGM1 PHLDA1 PHLDA3 PIDD1 PIGF PIGP PIK3IP1 PITPNC1 PITPNM2 PLCD4 PLEKHA2 PLOD2 PLTP PMAIP1 POM121 PPP1R3C PPP1R3G PRELID2 PRRC2C PRTG PSRC1 PTK7 PTP4A3 PTPN14 PTPRVP RAB5C RALY RAP2A RAP2B RB1 REV1 RHBDF2 RNF165 RNF169 RNF19A RPL34 RPRM RPS12 RPS18 SAP30 SEC61G SERPINE2 SESN2 SIVA1 SLC16A3 SLC19A2 SLC66A3 SLC6A14 SNORA50C SNORD49A SNRPG SOSTDC1 SP6 SPAG17 SRRM2 ST14 STC2 SUSD4 SUSD6 SYNM TAGAP TAGLN TAP1 TFAP4 THEM6 TIMM8B TMEM143 TMEM256 TMEM45A TMEM63B TP53INP1 TRIM6 UBE2K UPP1 UQCC6 USF1 VLDLR VWF WDR36 WDR54 WIPI1 WNT6 WTIP ZBTB16 ZIC2 ZMAT3 ZNF28 ZNF365 ZNF688 MARTORIATI_MDM4_TARGETS_NEUROEPITHELIUM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARTORIATI_MDM4_TARGETS_NEUROEPITHELIUM_DN ABCD2 ACSS1 ADGRG1 AGO1 ALDH1A1 APC2 ARCN1 ASCL1 ATAT1 BCL11A BHLHE22 BRINP1 BRSK2 C14orf132 C1QB C1QTNF3 C4orf3 CACNG4 CADM4 CADPS CD1D CD53 CDK5R1 CFL2 CNMD CNR1 CORO1A CSF1R CSF2RB CTSC CX3CR1 CXCL13 DACH1 DBX1 DCX DLX5 DLX6-AS1 DMRTA2 DUXB EDNRB EGFL6 ELAVL2 ELAVL3 ELAVL4 ENY2 EOMES ERMAP F13A1 FABP7 FGD4 FMN2 FOS FOXG1 FRMD5 FSTL5 FYN GDAP1 GFRA1 GPM6B GREM2 GSX1 HAND2 HDAC9 HEMGN HPGD HSD17B11 ID4 IGFBP5 IGFBPL1 INA INSIG1 IRF2BPL ITGB8 JAKMIP2 JAM2 KAT2B KCNA5 KIF21A LINC00461 LRRN1 LST1 LY86 MAF MAP2 MAPK10 MDM4 MEGF9 MIR100HG MPPED2 MRC1 MTURN MYB MYT1 NAP1L2 NCAN NEUROD1 NEUROD4 NEUROG1 NHLH2 NOL4 NSG1 NUDT21 OXCT1 PAK1 PARP9 PCDH9 PDGFRA PEA15 PGM2L1 PKIA PKNOX1 PLCXD2 POU3F4 PPP1R17 PRMT8 RAPGEF5 RBL1 REM2 RGS4 RHBDL3 RIPPLY3 RND2 RNF182 RNH1 RSPO2 RTN1 RUFY3 SANBR SATB1 SCARA3 SCG3 SCG5 SCRN1 SGK3 SHOX2 SKOR1 SLC17A6 SLC4A5 SOGA3 SPAST ST8SIA4 STMN2 STMN3 STX3 SYT11 TAL1 TAL2 TBR1 TCAF1 TLCD4 TMEM26 TP53INP2 TSPYL4 TTYH1 TYROBP UBXN2A UNCX VCAM1 XIST ZBTB18 ZCCHC18 ZMAT1 ZRANB1 MARTORIATI_MDM4_TARGETS_NEUROEPITHELIUM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARTORIATI_MDM4_TARGETS_NEUROEPITHELIUM_UP ACTN1 ADM AEN AGPAT5 AK1 AK4 ALDOA ANKRD37 ANO3 ARAP2 ARRDC3 BAX BEX2 BHLHE40 BHLHE41 BLOC1S2 BNIP3 C12orf75 C3orf14 CAD CALD1 CCND1 CCND2 CCNG1 CD81 CDC34 CDK6 CDKN1A CEP170B CKAP2 COX6B2 CPNE2 CPPED1 CPT1C CTHRC1 CTSE DAPK1 DCXR DDIAS DDIT4 DDIT4L DDX3Y DEF6 DNAI1 DUSP5 DYNLT2 EDA2R EGLN1 EGLN3 EI24 EIF4EBP1 ENG ENO1 EPHX2 ERCC5 ERO1A EXOC4 FAM162A FAM181B FAT1 FBN2 FBXW9 FGF19 FOXB1 FOXL2 FOXO3 FST GALK1 GAS5 GGCT GGTA1 GPC3 GPI GRHPR GRIA3 GTSE1 HIGD1A HK2 HSPA1B ID1 IFT20 IGDCC4 IGF2R ITGA8 ITGA9 KIFC1 KLHL26 KRT19 LDHA LIN28A LNPEP LPP LRRFIP1 LYPD1 MAB21L3 MAP3K20 MAPKAPK3 MARCHF5 MEG3 MIX23 MT1A MT2A MYC NAV1 NDUFB6 NKX6-2 NME4 NOMO1 NR6A1 P3H2 P4HA1 PALM2AKAP2 PEG3 PERP PFDN2 PFKL PFKP PGK1 PGM1 PHLDA3 PIDD1 PIERCE1 PIEZO1 PLA2G12A PLK2 PLXDC2 PMAIP1 POLR2K PRELID2 PROS1 PRTG PSRC1 PTK7 PTP4A3 PTPN14 PTPRVP RBM38 RNF126 RNF169 RPGRIP1 RPL27A RPL36 RPS19 S100A10 SALL4 SEM1 SERPINE2 SESN2 SF3B5 SLC16A3 SLC19A2 SLC2A1 SLC2A3 SLC39A7 SLC66A3 SNAI1 SNORA74A SNORD49A SNRPF SOAT1 SRRM2 SYNM TAP1 TBX3 TIMM17A TMEM255A TP53INP1 TPD52L1 TPI1 TRIM6 TRIM71 VCAN VEGFA WNT3A ZMAT3 ZNF365 ZNF688 MARZEC_IL2_SIGNALING_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARZEC_IL2_SIGNALING_DN ATM CACNA1E CACNG3 CARD6 CASP1 CCNG1 CCNG2 CDKN1B CDKN1C CDKN2C DAPK1 ENPP2 FAS FOXO3 ING4 IP6K2 JAK2 LGALS12 MAP2K6 NT5E PDCD4 PDE3B PDGFC PIK3R3 PLCB1 PROK2 PTPRC RFFL RGPD4 SESN1 SESN3 SOS1 STAM TFDP2 TNFRSF11A TP53INP1 MARZEC_IL2_SIGNALING_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARZEC_IL2_SIGNALING_UP ACVR1B ADCY3 ADCY9 AHR AK4P3 BAG1 BCCIP BCL2 BCL2L1 BIRC3 BMP2 CARD10 CARD9 CCL3 CCND1 CCND2 CCND3 CCNE1 CCNE2 CCR4 CD40LG CDC25A CDC6 CDK5R1 CISH CSF2 CSF2RA CSF2RB CSRNP1 CTPS1 CXCL12 CXCL8 DHODH DKC1 DLST DUSP2 DUSP4 DUSP6 DUSP7 EEF1E1 ELMO3 FGF2 FGF7 FGFR1 GADD45B GART GNL3 HK2 HSPA1B HSPD1 IER3 IL10 IL10RA IL13 IL17RB IL18RAP IL1A IL24 IL2RA IL2RB IL5 JUND LIF MAP3K20 MAPKAPK2 MYC NOP2 OSM PDCD11 PDCD2L PDE4A PEA15 PHLDA1 PHLDA2 PIM1 PINX1 PNP POLE2 POLR1B POLR1C POLR2D POLR3K PPAT PRKX PTCH1 PTPN7 PTRH2 PUS1 RGCC RHOB RRAS2 SERPINB9 SOCS1 SOCS2 SPP1 SPRED1 SPRED2 STAT3 TGFB1 TNFAIP8 TNFRSF10A TNFRSF12A TNFRSF18 TNFRSF1B TNFRSF21 TNFRSF4 TNFRSF8 TNFRSF9 TNFSF10 TNFSF14 TRIB3 UCK2 UMPS VEGFA WT1 MASRI_RESISTANCE_TO_TAMOXIFEN_AND_AROMATASE_INHIBITORS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MASRI_RESISTANCE_TO_TAMOXIFEN_AND_AROMATASE_INHIBITORS_DN ACTG2 APOD AQP3 CALD1 CCN2 CCN5 EFEMP1 EPAS1 FBN2 FHL2 FHOD3 ITGB6 KRT17 L1CAM NT5E PCSK2 SNAI2 SPANXA1 TAGLN TNS3 MASRI_RESISTANCE_TO_TAMOXIFEN_AND_AROMATASE_INHIBITORS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MASRI_RESISTANCE_TO_TAMOXIFEN_AND_AROMATASE_INHIBITORS_UP ABCA12 AGR2 AREG ATRNL1 CYP26B1 DMD ELOVL2 FHL1 GJA1 GREB1 KLK11 METTL7A MGP MYBL1 NPY1R PDZK1 PGR RMST SULF1 TFF1 MASSARWEH_RESPONSE_TO_ESTRADIOL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MASSARWEH_RESPONSE_TO_ESTRADIOL ADD3 ADRA2A AMFR APTX AREG CA12 CDV3 CXCL12 DEPTOR EGR3 ELOVL2 ETNK2 FCMR FLNB GLA GREB1 IGF1R IGFBP4 IL17RB IRS1 KAZN KLF10 LARGE1 LRIG1 MAP2 MAPT MEGF9 MREG MYB MYBL1 MYOF NRIP1 OLFM1 PDZK1 PGR PMAIP1 PRSS23 PSMG1 RBBP8 RHOBTB3 RXRA SCARB1 SERPINA5 SGK3 SIAH2 SLC1A4 SLC26A2 SMPDL3B SOX4 SRI STARD13 STC1 SYBU TIPARP TMA16 TMCO6 TMPRSS3 TOP2A TPD52L1 TSKU TUBB2B ZHX2 MASSARWEH_TAMOXIFEN_RESISTANCE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MASSARWEH_TAMOXIFEN_RESISTANCE_DN ABAT ADAMTS15 ADAMTS19 ADCK2 ADCY9 ADD3 ADRA2A AFAP1L2 AHSA2P AMFR AMIGO2 ANXA6 AP1S2 APBB2 APTX AREG ARHGAP36 ARL3 ARMT1 ATP11A ATP2B4 ATRNL1 BCL2 BLVRA BMPER BOD1 C1orf226 CA12 CADM1 CALB2 CBX2 CBX5 CCNA1 CCNB1 CCNG1 CD44 CDV3 CELSR2 CISH COL4A5 COL5A1 COPS9 COX6CP1 CPE CRABP1 CTPS2 CUX1 CXCL12 DARS1 DDAH1 DEPTOR DLC1 DLG5 DOK7 DSCAM DUBR DUSP2 DUXAP8 E2F4 EFNB3 EGR3 ELOVL2 ELOVL5 ELP2 ESR1 ETNK2 FADS3 FAXDC2 FCMR FGFBP2 FGFRL1 FKBP5 FLNB FOXO3 FRAS1 FREM2 FRK FYB2 FZD1 GCHFR GFRA1 GLA GNB4 GPER1 GPR173 GREB1 GTF3C2-AS1 H19 HCFC1 HIP1 HNMT HNRNPA0 HOXC10 HPCAL1 HPGD HR IGF1R IGFBP4 IGSF1 IL17RB IL20 IL27RA IRS1 IRX3 IRX5 ISOC1 KANSL1-AS1 KAZN KCNJ3 KDM1B KDM4B KLF10 LAGE3 LAMP2 LARGE1 LETM2 LINC00408 LINC00992 LINC01968 LMNB1 LOC389831 LONRF2 LRIG1 MAGED4B MAP2 MAP3K12 MAPT MBOAT7 MEGF9 METTL7B MGP MIR503HG MOCS2 MPPED2 MREG MT2A MTFP1 MYB MYBL1 MYO16 MYOF NAB2 NAV1 NBPF1 NEIL2 NMRK1 NPNT NPY1R NPY5R NRCAM NREP NRIP1 NSUN5 NSUN5P1 NT5C OLFM1 PABPC1L PARD6B PARP4 PDCD4 PDLIM1 PDZK1 PGR PIK3R1 PIKFYVE PKIB PLAC1 PLIN5 PMAIP1 PNPLA3 POLR1D PPM1K PPP1R26-AS1 PRAG1 PRLR PRSS23 PSMG1 PTGR1 PTPRG PYCARD RAB11FIP3 RAB31 RBBP8 RBM24 RBM33 RERG RHBDF2 RHOBTB1 RHOBTB3 RMST RNF167 RNF183 RPL13P5 RXRA S100A7 SAMD15 SCARB1 SCD5 SEMA4C SERPINA5 SFXN2 SGK3 SH3BGR SH3BP5 SIAH2 SIAH2-AS1 SLC1A4 SLC22A5 SLC26A2 SLC39A6 SMPDL3B SNTG2-AS1 SOX3 SOX4 SRI ST8SIA4 STARD13 STC1 SUPT3H SUSD3 SUSD4 SYBU SYT1 SYT12 SYTL4 TCN1 TEAD1 TFAP2C THSD4 TIAM1 TIPARP TMA16 TMCO6 TMEM164 TMPRSS3 TMPRSS4 TNNT1 TOP1MT TOP2A TPBG TPD52L1 TSKU TSPYL2 TST TTC39A TUBB2B TUBB6 UNC13C WASF1 ZBTB10 ZHX2 ZNF385B ZNF703 ZNRD2 ZNRF2 ZSWIM6 MASSARWEH_TAMOXIFEN_RESISTANCE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MASSARWEH_TAMOXIFEN_RESISTANCE_UP AAK1 ABCC5 ABCC6 ABHD17C ACACA ACAT1 ACKR3 ACSL1 ACVR1 ACVR2A ADAM9 ADIRF AGAP4 AGMAT AKTIP ALAD ALCAM ALDH1A3 ANK3 ANKMY2 ANKRD22 ANKS6 ANOS1 ANXA3 ANXA7 APELA AQP3 AR ARAP2 ARAP3 ARF4 ARFGEF3 ARHGEF28 ARHGEF37 ARRB1 ASAH2 ASPH ATG2B ATP2A3 ATP2B1 ATP2C2 ATP8A1 ATXN1L B3GALT4 B3GALT5 B4GALT6 BAIAP2 BAMBI BBS4 BCAM BCAP29 BCAS1 BCL6 BET1L BEX2 BEX4 BLNK BMAL1 BTG3 BZW1 C2CD4D-AS1 C3orf70 C6orf120 C6orf62 CAB39 CADPS2 CALML5 CAMK2G CANT1 CARD14 CASP7 CAST CAV2 CBR1 CCDC149 CCNE1 CCNYL1 CCPG1 CD164 CD36 CD46 CD55 CDC14B CDC37L1 CDH11 CDH3 CDK6 CDS1 CEACAM6 CENPV CERK CFL2 CGN CHFR CHP1 CINP CLCN3 COBLL1 COL1A2 COL5A2 COLEC12 COPZ2 CPD CREB3L2 CRISP3 CRYBG3 CRYM CSNK1E CTNND1 CTSO CYB561 CYLD CYP2J2 CYSRT1 DAG1 DDR1 DEGS1 DENND2C DENND3 DENND4A DGLUCY DHRS3 DIAPH2 DIDO1 DIPK1A DLX1 DNAJA4 DNM3 DOCK11 DOCK5 DPY19L4 DRAIC DRAM1 DSCR8 DYNLL2 EBF1 EDN1 EHD3 EIF2B5 ELF5 ELL2 EMP1 ENAH ENC1 EOGT EPAS1 EPB41L2 EPB41L4A EPB41L4B EPN3 EPS8L1 ERBB2 ERBB4 EYA2 EZR FAM114A1 FAM13A FAM149A FAM171B FAM20C FAM210B FAM219B FAM234B FAS FBXO6 FCHSD2 FECH FERMT2 FFAR2 FGD6 FGF13 FHIP2A FIBCD1 FLVCR2 FOXA3 FSIP1 FUCA1 FUT9 FXYD3 FZD4 GAB1 GABARAPL1 GADD45G GALNT1 GALNT10 GALNT12 GALNT3 GAN GAREM1 GASK1B GATA2 GATA3-AS1 GFPT1 GLCCI1 GLRX GLTP GNA12 GOLT1B GPC1-AS1 GPR157 GPR160 GPR39 GRAMD4 GREB1L GRIN2D GSDMD GUCY1A2 H1-2 H2AC18 H2BC4 H3-3B HACD2 HDLBP HEXIM1 HID1 HMGCS2 HNRNPC HOTAIRM1 HOXA10 HOXA5 HOXB2 HOXC13 HPN HS6ST2 HSPA5 HTR7P1 ICA1 ID2 IDH1 IDH2 IDNK IER3 IFT57 IGFBP5 IGSF3 IL13RA1 IL1R1 INHBB INPP1 INPP4B INPP5A IQCE IQGAP2 IRF2BPL JAG1 JKAMP KANK1 KCNMA1 KCNN4 KDELR2 KDELR3 KIAA0513 KIAA1217 KLF12 KLF3 KLF4 KLHL7 KLHL8 KRT13 KRT7-AS KRT80 KRT81 L3MBTL3 LACTB LATS2 LGALSL LHFPL2 LIMA1 LIMCH1 LIMK2 LINC00869 LINC01588 LINC02984 LITAF LIX1L LMCD1 LNX1 LOX LOXL1 LRATD1 LRPAP1 LRRC1 LRRC8E LURAP1L LYPD3 MACC1 MACO1 MANSC1 MARK1 MATN3 MB MEF2A MFAP3L MFSD6 MGAT4A MIA3 MICB MID2 MIGA1 MIOS MIPEP MIR22HG MIR99AHG MMAA MPPED1 MPZL2 MPZL3 MTA3 MTERF4 MTMR12 MTSS1 MTURN MTUS1 MUC1 MUC2 MYCL MYLK MYO1B NANS NCEH1 NCOA1 NEBL NECTIN4 NET1 NFIA NFIX NIBAN1 NIPAL3 NLGN4X NPR2 NT5C2 NUAK1 NUCB2 NUDT4 NUFIP2 NUPR1 NVL OLFML2A OLFML2B ORMDL3 OSR2 OTUD7B OXCT1 P2RY2 PACSIN1 PARM1 PAX9 PBX1 PBX3 PCTP PDE4D PDE8A PDGFC PDGFRA PDXDC1 PDXK PDZD2 PI4K2B PIK3R3 PIP4K2C PITPNM1 PITX2 PKIA PLBD1 PLD1 PLEKHA7 PLEKHS1 PLPP5 PLPP6 PMP22 POGLUT3 PPFIBP2 PPM1L PRAME PRDM4 PREX1 PRICKLE2 PRMT9 PRODH PROM2 PRPS1 PRR15L PRRT3 PRTFDC1 PSAT1 PSEN1 PSMB8 PSTPIP2 PTGFRN PTK6 PTPN13 PTPN14 PTPRJ PWWP3B PYM1 QKI RAB11FIP5 RAB1A RAB20 RAB27B RAB2A RAD18 RAD23B RAI2 RAP1GAP2 RAPGEF2 RASD1 RASGEF1A RASL11B RASSF5 RBKS RBMS1 RCAN1 RDH10 RELCH REXO2 RFTN1 RGPD5 RHOF RICTOR RIN2 RIPOR1 RIPOR3 RND1 RND3 RNF10 RNF103 RNF144B RNF207 ROCK2 RORC RPRM RPS6KC1 RSAD2 RTP4 S100A14 S100P SAMD4A SAR1B SASH1 SAT1 SCARA3 SCCPDH SCHIP1 SCPEP1 SCYL3 SDC1 SEC16A SERHL SERHL2 SFMBT2 SGMS2 SGPL1 SH2D4A SH3BGRL SH3BP4 SHANK2 SHISA9 SIM2 SKIL SLC11A2 SLC12A2 SLC12A5 SLC20A1 SLC22A15 SLC25A16 SLC37A1 SLC41A2 SLC44A2 SLC4A11 SLC9A6 SMAP2 SMIM13 SMIM14 SMIM5 SMIM7 SMPD1 SNAP29 SNX13 SPAG1 SPATA13 SPINK4 SPRING1 SPTY2D1 SQOR SRARP STK38L STN1 STOM STX12 SWAP70 SYCP2 SYNJ1 SYT7 TACC1 TACC2 TACSTD2 TADA2B TAPT1 TBC1D15 TBC1D30 TBC1D8 TBC1D8B TCEA3 TCTA TENT4B TENT5A TGFB2 THBS4 THRB-IT1 TIMM23B TIMP2 TJP2 TLN2 TM9SF3 TMCO3 TMEM131L TMEM135 TMEM199 TMEM245 TMEM39A TMEM41B TMEM45B TMEM50A TMEM50B TMEM59 TMEM87B TMEM8B TMTC3 TNFSF10 TNS3 TOMM40L TP53INP2 TPMT TRAF4 TRAF5 TRAK1 TRAM2 TRAM2-AS1 TRGC1 TRIB3 TRIM62 TRIQK TSPAN1 TTC9 TWSG1 TXNDC5 TXNRD1 TYW5 UBE2N UGGT2 ULBP2 UNC13B UQCC1 USB1 USP53 USP54 UTRN VASN VPS13B VSIG10 WDR20 WDR26 WDR45B WDR90 WIPI1 WLS WNT3 XK XPNPEP1 YIPF1 YIPF5 YIPF6 ZFP36 ZHX1 ZNF295-AS1 ZNF550 ZNF697 ZNF70 ZNF704 ZNF827 ZNF829 MATHEW_FANCONI_ANEMIA_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MATHEW_FANCONI_ANEMIA_GENES BRCA2 BRIP1 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCL FANCM MATSUDA_NATURAL_KILLER_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MATSUDA_NATURAL_KILLER_DIFFERENTIATION AARSD1 ABCB1 ABCB9 ABCE1 ACLY ACSF3 ACTB AHNAK AHR AIP AKAP9 AKR1C3 ALDOA ALS2 ANXA1 AP3S2 APCDD1 ARHGAP24 ARL6 ARMC6 ART2BP ASNS ASPN ATAD3A ATMIN ATP13A2 ATP5MC1 ATP6AP2 B3GNT5 B4GALNT1 BCL11B BHLHE40 BICD1 BNC1 BRD3 BUB1B BUD31 C17orf49 CA8 CACNA2D3 CACNB4 CADM1 CALML4 CAMK4 CARD10 CBARP CCDC117 CCL4 CCL5 CCR1 CCR5 CCR7 CCR9 CCT7 CD160 CD244 CD247 CD302 CD36 CD38 CD44 CD7 CDC23 CDCA5 CDH1 CDK4 CFHR3 CHAF1B CHCHD6 CHD4 CHST14 CHST7 CIITA CISD1 CLCA3P CLNK COL11A1 COL19A1 CORO1A COX5B CPD CPEB1 CRIM1 CSN1S2AP CSN3 CSRP1 CTNNBL1 CTSD CUBN CXADR CXCL10 CXCL3 CXCR3 CXCR6 CYB5B CYP24A1 DAGLB DAPK2 DDX3Y DDX49 DENND5A DHRS3 DHRS4 DNAH8 DOCK7 DPH5 DSG2 DSP DST DTL DTYMK EBF1 EBF2 EBNA1BP2 EDF1 EDIL3 EFEMP1 EIF5A ELOVL4 ENC1 ENDOD1 ENG ENPP2 ENPP3 EPB41L3 EPHA3 EPHA7 EPS8 EVI5 EXOSC10 F2R F2RL1 FASLG FBLIM1 FBXL3 FEN1 FGL2 FHIP1B FHL1 FKBP1A FKBP4 FKBP9 FLNA FMN2 FNBP4 FOS FRMD4B FSTL1 FZD6 GABRA1 GALK1 GALNT3 GALNT4 GAS1 GCA GEM GFM1 GGT5 GNB2 GPAT4 GPATCH4 GPI GPR34 GRAMD2B GRAP2 GRWD1 GTF2A1 GZMB H1-4 HABP2 HEXA HEY1 HIP1 HNRNPAB HOMER2 HOPX HOXA13 HRH1 HSD11B1 HSP90AA1 HSPA1B ICA1 ID3 ID4 IFITM1 IFITM10 IFITM2 IFNG IFNGR1 IFT46 IGF1 IGFBP4 IGHA2 IGHG1 IGKC IL13 IL1B IL2RB IPO4 IRGM ITGB1 ITSN1 JCHAIN JUN KCNJ8 KCNN4 KCTD12 KIF11 KIF1B KIF22 KLF4 KLF6 KLKB1 KLRB1 KLRC1 KLRD1 KLRK1 LATS2 LDHB LGI1 LILRB4 LIMD2 LITAF LRRK1 LY75 LY86 LYST LYZ LZTFL1 MAGI1 MAN1A1 MAP2K7 MAP4K5 MAPK10 MARCKSL1 MATK MCM2 MCM3 MCM5 MCM7 MCOLN2 MDFIC MEF2C MEG8 MERTK MISP MMAA MMP13 MPEG1 MPP4 MRPL12 MRPL19 MRPL38 MRPL54 MS4A6A MTCH1 MTHFD1 MYADM MYCN MYO1E MYO1F MYO5A NAPSA NAT8B NCAPD2 NCAPG NCL NDUFB10 NEDD9 NHP2 NISCH NKG7 NOP2 NR1D2 NRGN NTRK3 NUCB2 OAF OASL2P OPRM1 OR5B3 OTUD5 PAK1 PDCD1 PDE7A PDK3 PDLIM4 PFDN6 PFKL PFN2 PGAP4 PHF21A PHGDH PINX1 PKM PKP2 PLA2G2D PLAGL1 PLAUR PLBD2 PLIN2 PLSCR1 PMEPA1 POLG POLR1D POLR1E POSTN PPARGC1A PPIH PPIL2 PPP2R5C PPP3CC PPP3R1 PPP4C PRF1 PRIM2 PRMT1 PRMT3 PROZ PRRX1 PRSS23 PRXL2A PRXL2B PSMC4 PSMD13 PTGS2 PTPN22 PTPRD PTPRF PTPRJ PVR RAD54L RANBP1 RBM6 RCBTB2 RDH16 RECK RELL1 RFLNB RGS1 RHOC RHOT2 RIBC2 RIPK3 RIPOR2 RNF19B RNF25 RPS14 RPS18 RPS6KA2 RRM2 RRP12 RUNX2 RUVBL1 SARS1 SAT1 SCAMP1 SCD SCUBE2 SDAD1 SEC61A2 SERPINA3 SERPINB1 SESN1 SFRP2 SGCB SGK1 SGMS1 SGO1 SH3BGRL2 SH3D19 SHMT2 SIAE SIM2 SKA1 SLAMF7 SLC13A3 SLC15A1 SLC16A2 SLC22A25 SLC25A13 SLC25A53 SLC28A2 SLC35F5 SLC40A1 SLC41A2 SLC5A4 SLC6A15 SLC6A3 SMO SMPD2 SMPD4 SNORD1A SOCS2 SOCS3 SORL1 SOX13 SOX4 SOX6 SP4 SPEG SPON1 SPON2 SPRR1A SSRP1 ST13 ST3GAL6 STAB2 STAM2 STAT4 STAT5B STMN1 STXBP4 SUV39H2 SV2A SYCE2 SYNCRIP SYT6 SYT7 SYTL2 TAB1 TACC2 TACC3 TARS1 TASP1 TBX21 TCF4 TCF7 TCF7L1 TENT5C TESC TEX21P TEX9 TF TFRC TGFA TIMELESS TIMM13 TIRAP TJP1 TK1 TKT TLE1 TLR3 TM6SF1 TMC1 TMEM242 TMEM30A TNNT1 TNPO2 TNPO3 TP63 TPI1 TSC22D3 TSPAN31 TTC39B TUBB2B TULP3 TWF1 TYMS UBE3A UFD1 UPF1 VCP VDR VEGFD WDFY1 WDR54 WIPF1 WWC2 WWTR1 XCL1 XIAP YES1 ZBTB16 ZBTB21 ZC3H12C ZC3H7A ZFP91 ZNF17 ZNF189 ZNF207 ZNF23 MATTHEWS_AP1_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MATTHEWS_AP1_TARGETS BCL3 CA3 CAV1 CD44 FLNC HBEGF IL1RL1 LBH MGST1 MMP10 MVD PLAUR PTGS2 SPP1 SPRY1 STMN1 VIM MATTHEWS_SKIN_CARCINOGENESIS_VIA_JUN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MATTHEWS_SKIN_CARCINOGENESIS_VIA_JUN AHNAK ALOX5AP CAAP1 CALML3 CES2 ERO1A FPR2 GUCA2A IGHD IL36B LAMA3 MUSTN1 NCF2 PLAUR RARG SPP1 SPRR2A TRADD MATTIOLI_MGUS_VS_MULTIPLE_MYELOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MATTIOLI_MGUS_VS_MULTIPLE_MYELOMA CAD CCT4 CD163 CXCL8 DDX17 EZR GADD45B IGHV1-69 IGLV2-14 JPT2 LPCAT4 NUP62 ORC2 PRDX3 PREPL SEC23IP SHQ1 MATTIOLI_MGUS_VS_PCL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MATTIOLI_MGUS_VS_PCL ABCE1 ACTR3 AKAP1 AP3D1 ASF1A B2M CAD CCNL1 CCT3 CCT4 CD74 CDC73 CKS1B CORO1A CPNE3 CPQ CSNK2A1 CSTF2T CXCL8 DDX39B DEFA1 EEF1A1 ELANE ENO1 EPAS1 ESYT1 EXOSC2 EXOSC4 FADD G3BP1 GADD45B GUSBP11 HBA1 HECA HNRNPF IGHG1 IGHV1-69 IGHV3-20 IGHV3-21 IGHV3-23 IGHV3-33 IGHV3-7 IGHV3-72 IGHV4-34 IGHV4-61 IGKV1D-13 IGKV1D-17 IGKV1D-37 IGKV1D-39 IGKV1D-8 IGKV1OR1-1 IGKV1OR2-108 IGKV2D-28 IGKV4-1 IGLC2 IGLV2-14 IGLV3-10 IGLV3-19 IGLV3-25 IGLV4-60 INTS7 ITPA JPT2 JUNB JUND KIF21B LAPTM4B LBR LILRB1 LPCAT4 LST1 MAP4K1 MCM2 MCM4 MCM5 MCM6 MRPL58 MSH6 NASP NSD2 NUP210 NUP62 NUSAP1 PAICS PARP1 PCNA PELI1 PFN1 PLPP3 PPBP PPP1R15A PRDX3 PRTN3 PSMA3 PSMC4 PSMD4 RAN RBM10 RGCC RMDN1 RNASE3 RPLP1 RPS6 RRP9 RUVBL1 S100A8 SAC3D1 SAP30 SEPHS1 SHQ1 SLAMF1 SMARCA4 SMC1A SNRPD3 SNRPF SRSF1 SSR4 STAP1 TBCB TBRG4 TPT1 TUBA1A TUBA1B TUBB UBA1 WDR18 XPO1 MATTIOLI_MULTIPLE_MYELOMA_SUBGROUPS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MATTIOLI_MULTIPLE_MYELOMA_SUBGROUPS CAD DYNLL1 FGF13 GABARAPL1 GAGE1 HSD17B4 JPT2 KLF9 MAGEA12 MAGEA3 NR1D1 RRM2 RUVBL1 SMARCA4 SSX1 SSX2 TTC3 MATTIOLI_MULTIPLE_MYELOMA_WITH_14Q32_TRANSLOCATIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MATTIOLI_MULTIPLE_MYELOMA_WITH_14Q32_TRANSLOCATIONS ABLIM1 ATP13A2 BEX3 BORCS8-MEF2B CCND1 CCND2 CD99 CX3CR1 CXCL12 CYBB DPYSL2 FAM174B FGFR3 GALNT10 GNAQ GUCY1A1 GYPC IL6R ITGB7 KCNMB2 KLF4 MAF MAFB MAL NSD2 NTRK2 NUAK1 P3H2 PKP2 PXDN PYGB SORT1 SRC TBC1D9 TLR4 VPREB3 YBX3 MATZUK_CENTRAL_FOR_FEMALE_FERTILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MATZUK_CENTRAL_FOR_FEMALE_FERTILITY ACVR2A AFP AIRE CDK4 CDKN1C CGA CPE CRTC1 DDR2 EGR1 FSHB GGT1 GHR GNRH1 GNRHR INSL3 KISS1 KISS1R LEP LEPR LHB NPR2 OTX1 POU1F1 PROP1 STAT3 TGFB1 TKT TSHB MATZUK_CUMULUS_EXPANSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MATZUK_CUMULUS_EXPANSION AMBP AREG BMP15 BMPR1B EREG GDF9 PTGER2 PTX3 TNFAIP6 MATZUK_EARLY_ANTRAL_FOLLICLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MATZUK_EARLY_ANTRAL_FOLLICLE AHR CCND2 DDR2 FSHR IGF1 NOS1 NR2C2 PCYT1B SH2B1 SRC TAF4B THBS1 UBE3A MATZUK_EMBRYONIC_GERM_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MATZUK_EMBRYONIC_GERM_CELL BCL2 BCL2L2 BMP4 BMP8B DAZL FST GCG GJA1 KIT NANOS3 PRDM1 SMAD1 SMAD5 STRA8 TCF21 TIAL1 WNT4 WT1 ZFX MATZUK_FERTILIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MATZUK_FERTILIZATION BSG CD81 CD9 PIGA PLCB1 ZP1 ZP2 ZP3 MATZUK_IMPLANTATION_AND_UTERINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MATZUK_IMPLANTATION_AND_UTERINE ACSL4 CBS CENPB CSF1 DLGAP5 FKBP4 HMX3 HNF1A HOXA10 HOXA11 IL11RA LHX1 LIFR LPAR3 NCOA1 NDP OVOL1 PAX8 PGR PTGS2 TERT WNT7A MATZUK_LUTEAL_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MATZUK_LUTEAL_GENES CDK4 CDKN1B CEBPB EGR1 NPEPPS PRL PRLR PTGFR MATZUK_MALE_REPRODUCTION_SERTOLI https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MATZUK_MALE_REPRODUCTION_SERTOLI ACVR2A AR B4GALNT1 BCL2L2 CDKN2C CLDN11 CYP17A1 CYP19A1 DHH DMRT1 DNAJA1 GDI1 GDNF GJA1 HMGA1 HMGB2 INHA KITLG LHCGR MAN2A2 MAP7 NR0B1 RBP4 SBF1 SERPINA5 SF1 SLC12A2 SOX8 MATZUK_MATERNAL_EFFECT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MATZUK_MATERNAL_EFFECT CSF2 DNMT3L DPPA3 HSF1 NLRP5 NPM2 UBE2A ZAR1 ZFP36L2 MATZUK_MEIOTIC_AND_DNA_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MATZUK_MEIOTIC_AND_DNA_REPAIR ATM BRWD1 CDC25B CDK2 CKS2 CPEB1 DMC1 ERCC1 ERCC2 FANCA FANCC FANCG FANCL FMN2 GJA4 GPR3 HSF2 IKBKG MEI1 MLH1 MLH3 MOS MSH4 MSH5 NBN NOS3 PMS2 PPP3R1 REC8 SGO2 SMC1B SPO11 SYCP1 SYCP2 SYCP3 TOP3B TRIP13 UBB UBR2 MATZUK_OVULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MATZUK_OVULATION CEBPB IL6ST LFNG LHCGR NOS3 NR2C2 NRIP1 PDE3A PDE4D PGR PTGS2 SCARB1 SIRT1 SULT1E1 YBX2 MATZUK_POSTIMPLANTATION_AND_POSTPARTUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MATZUK_POSTIMPLANTATION_AND_POSTPARTUM ABCA1 B4GALT1 BSX CSF1 DAZAP1 FOXB1 FZD4 GDI1 HSF1 INHBB NR2C2 OXT OXTR SRD5A1 MATZUK_PREOVULATORY_FOLLICLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MATZUK_PREOVULATORY_FOLLICLE ADAMTS1 ESR1 ESR2 IMMP2L INHA IRS2 SH2B1 SOD1 SOX3 TNFRSF1A MATZUK_SPERMATID_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MATZUK_SPERMATID_DIFFERENTIATION ADAMTS2 BCL2L2 CADM1 CAMK4 CELF1 CIB1 CREM DDX25 FNDC3A H1-7 HIP1 IP6K1 KRT9 LMTK2 MAP7 PACRG PAFAH1B1 PANK2 PARP2 PIWIL1 PPP1CC PRM1 PRM2 PRND PYGO2 RNF17 SIX5 SLC12A2 SLC4A2 STYX TBPL1 TDRD1 THEG TNP1 TNP2 UBE2B YBX2 MATZUK_SPERMATOCYTE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MATZUK_SPERMATOCYTE ATM BAG6 BCL2 BCL2L1 BCL2L2 BCL6 BMP8A BRCA2 BSG BTRC BUB1B CCNA1 CDK2 CKS2 CNOT7 CPEB1 CSTF2T DAZAP1 DMC1 DMRT1 EGR4 ERCC1 EXO1 FANCA FKBP6 FUS GAL3ST1 GNPAT H2AX H3-3A HSF1 HSF2 HSPA2 IP6K1 LIMK2 LMNA MEI1 MLH1 MLH3 MORC1 MSH4 MSH5 MYBL1 OVOL1 PAFAH1B2 PIWIL2 PIWIL4 PMS2 PSMC3IP RAD51C RARA RARB REC8 SGO2 SIAH1 SLC25A4 SMC1B SOHLH1 SPO11 STX2 SYCP1 SYCP2 SYCP3 TERT TEX11 TEX14 TEX15 TRIP13 UBB UBE2B UBR2 YBX3 MATZUK_SPERMATOGONIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MATZUK_SPERMATOGONIA ADAMTS2 APAF1 BAX BMP8B CDKN2D CSF1 CYP19A1 DAZL DDX4 DNMT3L ETV5 GDNF GJA1 KIT LIMK2 NANOS2 P2RX1 PIN1 RBP4 SLC19A2 SOHLH2 STRA8 SYCP2 UTP14C ZBTB16 MATZUK_SPERMATOZOA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MATZUK_SPERMATOZOA ACE ACR ADAD1 ADAM2 ADAM3A ADAMTS2 ADCY10 ADCY3 AFF4 AGFG1 AGTPBP1 AHR AKAP4 APOB ARL4A ATP2B4 B4GALT1 BBS1 BBS2 BBS4 BRDT BUB1 CADM1 CAMK4 CD59 CD81 CENPB CFAP221 CGA CIB1 CLGN CNOT7 CPLX1 CREM CSNK2A2 CSTF2T DNAH1 EGR4 FHL5 FNDC3A GAMT GAPDHS GBA2 GDI1 GMCL1 GOPC HOOK1 HSPA4L INPP5B JAM3 JUND KLHL10 LDHC LRP8 MFGE8 MMEL1 MTHFR NECTIN2 NIPA1 NPHP1 NSUN7 PACRG PCSK4 PEBP1 PGAP1 PGS1 PIWIL1 PLA2G4C PLCB1 PLCD4 PLTP POLD4 POLG PRKACA PRKAR1A PRM1 PRM2 PRND RASIP1 RBMXL2 ROS1 RXFP1 RXRB SELENOP SEPTIN4 SH2B1 SIRT1 SLC12A2 SLC9C1 SMCP SMPD1 SPAG16 SPAG6 SPAG9 SPAM1 SPEM1 STRBP TAF7L TALDO1 TCF21 TEKT2 TEKT3 TEKT4 TGFB1 THEG TNP1 TNP2 TSN TSSK6 VDAC3 VIPR2 WIPF3 ZPBP ZPBP2 MATZUK_STEROIDOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MATZUK_STEROIDOGENESIS BMAL1 CYP11A1 CYP19A1 DHCR24 NR5A2 STAR VDR MAYBURD_RESPONSE_TO_L663536_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MAYBURD_RESPONSE_TO_L663536_DN ACTB ADPGK ALDOB AMD1 BUB3 C4orf3 CCNC CCNG2 CCZ1 CDK1 CNOT9 CPE CSTF3 CYCS DDOST DDX11 DLX5 EZR GNPDA2 HMGB1 HMMR HSDL2 IFNAR1 KPNA1 LAPTM4B LOC389831 MED21 MRPL42 MSH2 NDC1 NOLC1 OSGEPL1 PCID2 PEG10 PLSCR1 PPA2 PROX1 PSME3 RPL15 S1PR5 SELENOT SLC30A5 SLC39A6 SNX10 SNX5 SRRM1 SRSF7 STK17A STMP1 TMEM50B TMTC4 TUBGCP5 USP15 YWHAQ ZNF207 ZNF585A MAYBURD_RESPONSE_TO_L663536_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MAYBURD_RESPONSE_TO_L663536_UP ARHGAP26 ASXL2 BROX EIF2AK3 GARS1 HDLBP HNRNPUL1 IKZF1 IL1RAP LINC00471 LINC00472 LINC02861 MED12 PLEKHG5 RAB17-DT RFNG SEMA6B SF3A2 SGCZ SLC1A4 SLC38A2 SLC7A11 SMARCA4 SNX6 TAFA2 TRIM8 USP11 WDR19 YARS1 ZFP41 ZNF346 MA_MYELOID_DIFFERENTIATION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MA_MYELOID_DIFFERENTIATION_DN APBA2 CD14 CD63 CES1 CITED2 CRAT CTLA4 EIF2AK2 FOS FOSL2 FOXD3 GNA13 GZMA HBEGF HNF1A HNF4A HOXB4 HOXD12 HSPA2 KIF1B KLF1 MID1 NFATC3 NOTCH1 PDE1B PLA2G7 PPM1G PSMC4 PTPN22 RBPJ SERPINB2 SH3BP1 SMAD4 STAT4 TLX2 VAV2 VCAM1 XBP1 YBX1 YES1 ZBTB17 ZFAND5 MA_MYELOID_DIFFERENTIATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MA_MYELOID_DIFFERENTIATION_UP ADA APBA1 BNIP3L C1QA CALR CCL19 CCT5 CDKN1A CREG1 DAD1 EEF1A1 ELAVL3 EMP3 FGFR4 GNAS GZMB IMPDH2 ITGB7 JCHAIN KLF13 KLF9 MDM2 MT1A MTF2 MYO1C NCL PPIA PPM1G PRG2 PTPN11 RAN RB1 RGL2 SH2D3C SMAD5 TIAL1 UBB VASP MA_RAT_AGING_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MA_RAT_AGING_DN ACTA2 ACTG2 ALB APOC1 APOC3 ATF3 ATP5ME BGN BST2 BTG1 C1QB CAV1 CAVIN3 CCDC80 CCL21 CCL24 CCN3 CD83 CEBPB CHD2 CITED2 CNN1 COL15A1 COL18A1 COL1A1 COL1A2 COL3A1 COL4A1 COL6A2 CPZ CRIP1 CSF1R CSRP1 CST3 CTSV DAPL1 DCN DES DMPK DNAJA1 DNAJB1 DPT DSTN DUSP1 DYNLL1 EGF EGR1 EIF4A1 ELN F13A1 FABP1 FABP4 FAM111A FAM25A FBN1 FCGRT FCN3 FHL1 FLNA FN1 FOS FRZB FSTL1 GADD45G GAS6 GSN HBA1 HBB HES1 HEXA HLA-DQA1 HLA-DQB1 HLA-DRA HSP90AA1 HSPA1A HSPA8 HSPB1 HSPH1 HTRA1 ID3 ID4 IFI27 IGFBP3 IGFBP6 IGFBP7 ITGB5 ITM2A JUN JUND KLF4 KRT1 KRT10 KRT14 KRTDAP LAMP1 LGALS1 LGALS7 LOX LTC4S LUM LY6D LYVE1 MAP1LC3A MFAP2 MFAP5 MGST3 MRC1 MT-ATP6 MT-ND1 MTCH1 MYH11 MYL9 NDUFA4L2 OAF OGN PAM PCOLCE PFN1 PLAC9 PLTP POSTN PPIC PPP1R14A PRDX1 PRSS23 PTMS PTOV1 RBP7 RND3 RPGR RPL37 RPL38 RPL39 RPS17 RPS21 RPS28 RPS29 RTN4 SAT1 SELENOW SERF2 SERPINF1 SERPINH1 SLC12A1 SOSTDC1 SPARC SPTSSA TAGLN TGFBI TIMP2 TMEM176B TPM1 TPM2 TPPP3 TUBA1A UMOD UQCR10 WFDC1 YBX1 YWHAH ZFP36 MA_RAT_AGING_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MA_RAT_AGING_UP ANKRD1 ANXA1 B2M C15orf48 C1S CA3 CAPG CCL23 CCL3 CHI3L1 CLEC7A CTSH CXCL1 CXCL2 CXCR4 DCLK1 DEFA5 DMD EDA2R EEF1A1 EEF2 ENC1 ERRFI1 FCER1G FGL2 FTH1 G0S2 GADD45A GAPDH GDA GPNMB GZMK H2BC5 H3-3A HK2 HLA-DRB1 HLA-F HLA-G HPR IER3 IFI27L2 IFIT3 IFITM1 IL1B IL6 KCNQ5 LGALS3 LRG1 LTBP1 LYZ MCEMP1 MGST1 MT-ND4L MT1A MT2A MYBPH MYOG NAPSA NFKBIA NQO1 OAS1 OASL ODC1 PGLYRP1 PLAC8 PPP1R27 PPT1 PRDX5 PROCR RACK1 RGCC RGS2 RPL12 RPL17 RPL30 RPL5 RPL7 RPL8 RPLP0 RPLP1 RPS12 RPS20 RPS24 RPS3A RPS6 RUNX1 S100A4 S100A8 S100A9 SDC4 SERPINA3 SERPINB1 SERPINE1 SLPI SOD2 SRGN TF TIMP1 TMEM176A TMSB4X TSPO TXNIP TYROBP UBD UCP2 UPP1 XDH MCBRYAN_PUBERTAL_BREAST_3_4WK_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCBRYAN_PUBERTAL_BREAST_3_4WK_DN ALAS1 ANXA8L1 BCL6 CAP1 CDKN1A COQ8A COX7A1 CTH FABP3 HP ICE1 IDH1 IFI16 IGFBP3 IGHM JPT1 LCK LILRB3 MBP MMD2 NDUFV2 NFIA NFKB2 NNAT NRIP1 PAM PHGDH PLP1 PRKAG2 REEP6 RGS2 RIPOR2 RPL14 RPL36A RPS10 TCF7 TIMP4 TRAC TRBC2 TXNDC16 WFDC21P ZBTB16 MCBRYAN_PUBERTAL_BREAST_3_4WK_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCBRYAN_PUBERTAL_BREAST_3_4WK_UP ABCC3 ACACA ACLY ACSF2 ADGRD1 ADISSP ADM ALDOC ANKH ANO1 APOC2 AQP5 ATP1A3 ATP6V0A1 ATP6V1B1 ATP8A1 BASP1 BEX3 BLTP3A BMP1 BTN1A1 C1orf210 C2CD2L CABLES1 CARHSP1 CCN1 CD248 CD55 CDCP1 CDH1 CDH5 CDK1 CDKN2B CEACAM1 CEMIP2 CHI3L1 CITED1 CLCA3P CLDN10 CLDN3 CLU CNN1 COL16A1 COL8A1 COL9A1 COMT COPS2 CSN1S1 CSN3 CSPG4 CUX1 CXCL14 CYB5R3 CYP2D6 DBP DLAT DNAJC12 DNM1 DSP EDNRA EFEMP1 EGR2 EHF ELF5 ELOVL6 EPCAM EPDR1 ESRP1 ETS2 FADS2 FAM241B FBXO32 FGF13 FGG FN1 FOXA1 FSCN1 FXYD3 FZD1 GAB1 GABARAPL1 GABRP GADD45A GALC GAS1 GATA3 GJA1 GM2A GMPR GRHL1 GSN GYS2 HACD4 HAL HAS2 HDAC11 HK1 HLA-DRB5 HSD11B1 HSPA1B HSPB8 ID4 IGFBP2 IGHA2 INHBB IRF6 IRX2 IRX3 ITFG1 JCHAIN KCNB1 KIAA1522 KIT KRT14 KRT18 KRT19 KRT7 KRT8 LALBA LCN2 LGALS3 LIMA1 LIPG LRATD1 LRP5 LRRK1 LTF LY6D MAFB MAPK8IP1 MFGE8 MKRN1 MLPH MMP14 MRC2 MTARC1 MTCH2 MUC15 MYB MYC MYH11 NFE2L3 OGT P2RX5 PADI2 PDK1 PEAR1 PERP PGAP2 PHLDA1 PI16 PLET1 PLK2 PRKACB PRKCE PROM2 PRPF19 PTN PTPN14 PTPN5 RAB27B RAD51AP1 RASSF2 RASSF3 RNASE2 RNASE3 RNF149 RUNX1 SC5D SCD SDC1 SERPINA1 SFRP1 SGTB SHROOM3 SIAH2 SLC12A2 SLC15A2 SLC25A24 SLC25A35 SLC2A5 SLC38A10 SLC39A8 SNORC SOCS6 SOX13 SOX9 SPP1 SPRR1A SRPX2 ST14 STC2 TACSTD2 TEAD2 TFAP2C TFCP2L1 TGFB3 TGIF1 TIE1 TJP2 TLCD4 TMEM109 TMEM268 TMEM45B TMEM51 TMEM79 TMPRSS2 TNC TNFRSF12A TRPS1 TSPAN8 UNC119 WFDC2 WWC1 MCBRYAN_PUBERTAL_BREAST_4_5WK_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCBRYAN_PUBERTAL_BREAST_4_5WK_DN AATK ACAA2 ACACA ACAD9 ACADVL ACAT1 ACLY ACO2 ACSF2 ACSL1 ACVR1C ADISSP ADRB3 AHCYL1 AKT1 AKT2 ALDH1L1 ANXA8L1 APLP2 APOC2 ART3 ATP5F1D ATP6V0A1 ATPAF2 BCAT2 BCHE BLCAP BLTP3A BMP1 BPNT1 CA13 CARHSP1 CAVIN1 CCN1 CCNK CD8A CDH5 CHRDL1 CIDEA CISD1 COQ5 COQ8A COX7A1 COX8BP CP CPT1B CSNK2A1 CSPG4 CUX1 CYTH1 DBT DDX6 DLAT DMAC2 DMPK DNM2 ECH1 ECI1 EDNRA EHD1 EHD2 EHHADH EIF4G1 EPAS1 EPB41L2 ERAL1 ETFDH ETS1 EXTL3 FABP3 FABP4 FABP5 FHL1 FMC1 FSCN1 GALNT2 GID4 GK GM2A GOLPH3 GPAM GPD1 GRB10 GYS1 H3C14 HCCS HIPK2 HLA-DQA1 HSPG2 IDH3B IGFALS IGFBP4 IMMT JAG1 KCNB1 KCNK2 KCNK3 KDM5C KIF1C KLF15 KLHL2 LAMA4 LASP1 LETMD1 LGALS12 LIPA LPL LRP5 LTC4S MALAT1 MAPK8IP1 MBTPS1 MCRIP2 MLX MLXIPL MPZ MTARC1 MTCH2 MYO1C NDN NEAT1 NFIC NID1 NID2 NIPSNAP3A NNAT NORAD NOTCH4 NR1D1 NRK OGT P2RX5 PAQR4 PCMTD1 PDCD6IP PDK1 PDK4 PER3 PEX6 PFKFB3 PLIN5 PPA1 PPARGC1B PPP1R3C PPP1R8 PPP6R3 PRELP PRKACB PRKCE PRXL2B PTGES2 PTPN14 PYCR1 QKI RAB5B RASSF3 RBBP4 RCC1L REEP6 RETNLB RNASE2 RPS6KA3 SCD SEH1L SFXN1 SH2B2 SH2B3 SLC16A2 SLC25A10 SLC25A35 SLC2A4 SLC7A10 SOD2 SOD3 SORBS1 ST6GALNAC5 STEAP3 STOM SUCLG1 TBL1XR1 TFRC TIE1 TMEM109 TMEM14C TMEM45B TNS1 TPP2 TPSAB1 TRAC TSPAN17 UBE3A UBE4A UCP1 VEGFA WEE1 WFDC21P YKT6 YWHAG ZBTB16 ZFAND5 ZFP91 ZNF106 MCBRYAN_PUBERTAL_BREAST_4_5WK_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCBRYAN_PUBERTAL_BREAST_4_5WK_UP ABCC3 ACOT1 ACOT2 ACTA2 ACTG2 ADAMTS5 ALDH1A1 ALDOC ANO1 APOD AQP5 AREG ARG2 ARHGAP21 ARHGEF3 ATP1A1 ATP1A3 ATP2C1 ATP5IF1 ATP6V1B1 BCL6 BECN1 BEX2 BEX3 BOC BSPRY BTN1A1 C1orf210 CALD1 CAP1 CAPG CCK CD14 CD24 CD9 CDCP1 CDH1 CDH11 CEACAM1 CEMIP2 CHI3L1 CITED1 CLCA3P CLDN10 CLDN3 CLDN4 CLDN7 CLDN8 CNN1 CNN3 CNTN1 COL16A1 COL7A1 COL9A1 COTL1 CPT1A CRACR2B CSN1S1 CSN1S2AP CSN2 CSN3 CTSE CXCL14 CYB561 CYSTM1 DDR1 DKK3 DPYSL3 DSP DUSP16 DUSP6 EGR2 EHF ELAPOR1 ELF5 EMB ENAH EPB41L4B EPCAM ERBB3 ERRFI1 ESRP1 ESRP2 EZR F2R F3 FAAP20 FBLN7 FBXO32 FEN1 FGFR2 FHDC1 FIGN FIP1L1 FN1 FOLR1 FOS FOXA1 FXYD2 FXYD3 FZD6 GALNT3 GAS1 GAS6 GATA3 GDPD1 GIPC2 GRHL2 GZMA HDAC11 HEBP2 HEY1 HLA-DRB5 HSPA1B HTRA1 ICE1 ID2 ID4 IGFBP2 IGFBP6 IKBIP IL33 IMPDH2 INHBB INMT IRAK1 IRF6 IRX1 IRX2 IRX3 IRX5 ISYNA1 JPT1 JUN KCNK1 KIF22 KLF5 KRT14 KRT18 KRT19 KRT7 KRT8 LAD1 LALBA LCN2 LTF LY6D MAFB MANSC1 MARCKSL1 MARK1 MBOAT1 MDK MFGE8 MKRN1 MMD2 MUC15 MYB NFIL3 NFKB2 NHSL1 NPR3 NXN OCLN PADI2 PALLD PATJ PAWR PDLIM2 PDLIM4 PDZK1IP1 PERP PFN2 PIAS3 PLA2G7 PLAC8 PLAT PLEKHB1 PLET1 PLK2 PLPP2 POF1B PREB PRLR PROM1 PROM2 PTN PTPRK PTX3 RAB17 RAB25 RAB7B RBP1 RETREG1 RIPK4 RIPOR2 RND3 RNF128 RPL22 RPL36A RPL37A RPL5 RPS10 RUNX1 SAT1 SCIN SDC1 SDC4 SERPINB11 SERPINB5 SESN3 SFRP1 SFXN3 SHROOM3 SLC2A1 SLC39A6 SLC44A2 SLCO2A1 SLPI SOX4 SOX9 SPINT1 SPNS2 SPON1 SPON2 SPP1 ST14 STAMBPL1 STARD10 STC2 SYNPO TACSTD2 TASOR2 TEAD2 TFAP2C TGFB3 TGIF1 TGM2 THBS1 THBS2 TIMP1 TLCD4 TLE3 TMED3 TMEM158 TMEM30B TMEM40 TMPRSS2 TNC TNFAIP2 TNFAIP6 TNFRSF12A TP63 TPBG TRMT1 TRPS1 TSPAN8 TTPA TUBA4A TXNDC16 UPK3A VASN VCAN VWF WDR43 WFDC2 WNT2 WWC1 ZBTB8A ZNF704 MCBRYAN_PUBERTAL_BREAST_5_6WK_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCBRYAN_PUBERTAL_BREAST_5_6WK_DN ACACA ACLY ADISSP AIRN AKAP9 AKT2 ARHGEF2 ATP1A3 ATP8A1 ATXN7L3B BLTP2 BRD4 CALD1 CAVIN1 CCND2 CHD4 CLEC3B CNOT3 COX8BP CPD CRIM1 CSNK2A1 CSPG4 CUX1 CYGB CYTH1 DAPK1 DBP DDX6 DHX36 DNMT3A DPYSL3 EBF3 EGLN1 EHD2 EIF3C EIF4EBP2 EIF4G1 FGG FIGN FSCN1 FTO FUBP1 FUS FZD4 GBP7 GPD1 GYS2 HDLBP HEMK1 HSD17B11 IL6R IL6ST IP6K1 ITSN2 KCNB1 KDM5A KEAP1 LALBA LASP1 LPGAT1 MALAT1 MAP4K2 MAPK14 MAPK8 MBTPS1 MEF2C NDST1 NEAT1 NFATC3 NFIB NFIC NFIX NORAD NRIP1 OGFR OGT PANK1 PANK3 PCYT1A PDAP1 PPP2R5B PPP6R3 PRPF19 PRRX1 PTEN PURB QKI QPCTL RAB5C RAD23A RBBP4 RBM5 RESF1 RGS5 RPL37A RUNX1 SDC4 SEC61A1 SECISBP2L SFPQ SIRPA SLC25A10 SLC2A4 SLC2A5 SLC38A10 SMARCA4 SMC6 SNTB2 SOX9 SPPL2A SREK1 SRPK2 STAT5B TAOK1 TBL1X THRAP3 TMEM79 TNS1 TPR TYR UBD VAPB WASL WNK1 XIST YKT6 YWHAG ZBTB20 ZBTB7B ZEB2 ZFHX3 MCBRYAN_PUBERTAL_BREAST_5_6WK_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCBRYAN_PUBERTAL_BREAST_5_6WK_UP ACOT1 ACOT2 ACSF2 ANPEP ARG2 ART3 ATP1B1 AVL9 BCHE BLCAP BLTP3A CCNK CD8A CEACAM1 CFAP298 CIRBP CISD1 CLDN7 CLDN8 CLU CSN1S1 CSN1S2AP CSN2 CYP4V2 DMAC2 DNAJC12 DSG2 EDNRA EHHADH ELF1 ENPP3 ERAL1 ERBB3 EZR FBLIM1 FHL1 FXYD3 GALNT7 GOLPH3 GRHL1 HAS2 HLA-DQA1 HSPA1B IDH1 KCNK1 KITLG KLF5 KLHL2 KRT5 KTN1 LGALS12 LIPA LSM14B MBOAT1 MIS12 MLPH MMD2 MMP3 MTARC1 MUC15 MYB NDRG1 NET1 NFE2L3 NIPAL2 NIPSNAP3A NUP54 OCLN PAM PAWR PCOLCE2 PDGFC PDK4 PENK PFKFB3 PKP2 PPP1R3C PPP1R8 PRKAG2 PROM2 PRSS23 PSIP1 RAD1 RCC1L RETNLB RND3 RNF149 RNF2 S100A8 SCARA5 SEH1L SERPINA3 SFTPB SFTPD SFXN1 SIAH2 SLC15A2 SLC25A24 SLC44A2 SNRNP27 SOCS2 SOCS6 SOX13 SPIN1 SPP1 ST6GALNAC5 STXBP6 TCF7 TFAP2C TJP2 TJP3 TLCD4 TMEM109 TMEM14C TMEM45B TNFRSF21 TPM2 TPP2 TSPAN17 UBE3A UNC50 WEE1 ZBTB16 MCBRYAN_PUBERTAL_BREAST_6_7WK_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCBRYAN_PUBERTAL_BREAST_6_7WK_DN ACSM3 ACTA2 ACTG2 ALAS2 APOD AREG ATP5MK BCL6 BLTP3A BPGM CA4 CAP1 CCNB1 CCNL2 CDC20 CDCA3 CDK1 CISD1 CNN1 DSP DUSP6 EGR2 EHF EPS8 F2R F3 FAAP20 FBLIM1 HCAR2 HMGB2 IFIT3 IFT57 IGFBP2 IL33 IRAK1 KIF22 LSM14B LY6D MAL MBP MKI67 MPZ MT2A MYH11 NR1D1 PALLD PAM PDLIM4 PER3 PLA2G7 PLOD2 PTTG1 RNF149 RPS10 S100A8 SDC1 SERPINA3 SERPINB11 SFRP1 SFXN1 SLC1A3 SLC4A4 SLPI SNRNP27 ST6GALNAC5 TAGLN TGIF1 TIMP1 TNC TNFRSF12A TOB2 UBE2C UGT8 UNC50 UPK3A UTRN VCAN WFDC21P MCBRYAN_PUBERTAL_BREAST_6_7WK_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCBRYAN_PUBERTAL_BREAST_6_7WK_UP ABCC3 ACACA ACLY ADISSP AKAP9 AKT1 AKT2 ANKH APLP2 ARHGEF2 ATP1A3 ATP6V0A1 ATP8A1 BLTP2 BPNT1 BRD4 BRD8 BTN1A1 CA8 CANT1 CAVIN1 CCND2 CHD4 CHI3L1 CLCA3P CLEC3B CNOT3 COMT CORO1A CP CPD CRIM1 CSN1S2AP CSN2 CSNK2A1 CUX1 CYGB CYTH1 DAPK1 DDX6 DHX36 DNM2 DPYSL3 EBF3 ECM1 EGLN1 EHD1 EHD2 EHD3 EIF3C EIF4EBP2 EIF4G1 EPAS1 EPB41L2 ETS1 EXTL3 FADS2 FGG FSCN1 FTO FZD4 GALNT2 GBP7 GID4 GM2A GPAM GPD1 GRB10 GUSB GYS1 GYS2 H3C14 HDLBP HIPK2 HSD17B11 IGFALS IGFBP4 IGFBP5 IGHA2 IGHM IGKC IL6R IL6ST IP6K1 ITSN2 JAG1 JCHAIN KCNB1 KCNK3 KDM5A KDM5C KEAP1 KIF1C LALBA LAMA4 LASP1 LCK LIPA LIPG LPGAT1 LRATD1 LRP5 MALAT1 MAP4K2 MAPK14 MAPK8 MAPK8IP1 MBTPS1 MEF2C MLXIPL MS4A1 MYO1C NDST1 NFATC3 NFIB NFIC NFIL3 NFIX NORAD NR2C2 NRIP1 OGFR OGT PANK3 PCMTD1 PCYT1A PDAP1 PDCD6IP PHGDH PI16 PIK3R1 PPP2R5B PPP6R3 PRELP PRKACB PRPF19 PRRX1 PTEN PTK2B QKI QPCTL RAB5B RAB5C RAD23A RASSF3 RBBP4 RESF1 RUNX1 SCD SEC61A1 SECISBP2L SFPQ SFTPD SH2B3 SIRPA SLC25A10 SLC2A4 SLC2A5 SLC38A10 SMARCA4 SMC6 SNCG SNTB2 SOD2 SOD3 SORBS1 SOX9 SPPL2A STAT5B STEAP3 STOM SYNCRIP TAOK1 TBL1X TCF7 TGFBR1 TIMP2 TMEM143 TMEM45B TMEM79 TNS1 TPR TPSAB1 TRAC TRBC2 TYR UBE4A UBTF VAPB WASL WNK1 XIST YKT6 YWHAG ZBTB20 ZBTB7B ZEB2 ZFP91 MCBRYAN_PUBERTAL_TGFB1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCBRYAN_PUBERTAL_TGFB1_TARGETS_DN ABCC3 ADM ALDH1A1 APOC2 APOD AREG ARHGEF3 BCL3 BCL6 CD9 CDH1 CDH5 CHI3L1 CLDN4 CSN3 DAPK1 EDNRA ERBB3 GATA3 GCLC GZMA HSPA1B ID2 ID4 IDH1 IFIT3 JCHAIN KITLG KLF5 LCN2 LRP5 MBTPS1 MT2A NFKB2 NHERF1 NID1 NID2 PDK4 PFN2 PHLDA1 PLPP2 PPP1R3C PTGIS PTN PTTG1 PTX3 RAB27B RBBP4 RBM5 RGS2 SFRP1 SFTPB SFTPD SLC12A2 SLPI SOD2 SPINT2 TCF7 TNFAIP2 TYR VAPB VWF MCBRYAN_PUBERTAL_TGFB1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCBRYAN_PUBERTAL_TGFB1_TARGETS_UP ACAA2 ACADVL ACAT1 ACTA2 ACTG2 ADAM10 AK2 AKT1 APLP2 ARL4A ATP1A1 BASP1 BHLHE40 BMP1 BPGM CA8 CALD1 CAP1 CAPG CCN1 CCNK CD14 CDC42EP5 CDH11 CDKN1A CDKN2B CEACAM1 CEMIP2 CHD4 CITED1 CLIC1 CLU CNN1 CNN3 COL16A1 COL7A1 COL8A1 COMT COPS2 COTL1 CP CPD CRIM1 CRK CSNK2A1 CYB561 CYB5R3 CYC1 CYTH1 DKK3 DLAT DNM2 DPYSL3 DUSP16 ECM1 EGLN1 EGR2 EHD1 EPAS1 EPB41L2 ETS1 ETS2 EXTL3 F2R F3 FABP3 FABP5 FHL1 FMR1 FN1 FOXA1 FOXP1 FZD4 FZD6 G0S2 GALC GALNT2 GALNT3 GFRA1 GJA1 GRB10 GSN GUSB HAS2 HDLBP HES1 HK1 HSPG2 HTRA1 IER3 IER5 IL13RA1 ITGAV JAG1 JPT1 KDR KRT18 LASP1 LIPG LPL LTF MAL MAPK14 MAPK8 MARCKSL1 MEF2C MFGE8 MMP14 MMP2 NET1 NFIB NFIC NOTCH4 NRIP1 OGFR PCOLCE PDGFC PIAS3 PICALM PLAT PLOD2 PRKACB PTK2B PTPN14 PTPRK QKI RAB17 RAB5C RAD23A RPL27A RPS6KA3 RUNX1 S100A6 SERPINB5 SFPQ SIAH2 SIRPA SLC2A1 SMARCA1 SNTB2 SOCS2 SOX9 SPIN1 SRSF2 ST14 STAT5B TAGLN TGFBR1 TGIF1 TGM2 TIMP2 TJP2 TLE3 TNC TNFAIP6 TNS1 TPM2 TPP2 TPSAB1 TSC22D1 TUBA4A UBE2D1 UTRN VASN VCAN VEGFA WEE1 WNT5A MCBRYAN_TERMINAL_END_BUD_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCBRYAN_TERMINAL_END_BUD_DN CORO1A ETS1 GSN LCK NRIP1 PHGDH MCBRYAN_TERMINAL_END_BUD_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCBRYAN_TERMINAL_END_BUD_UP CDK1 CNN1 EGR2 EHF IGFBP2 LY6D MYH11 RNF149 SDC1 SFRP1 TNFRSF12A TNS1 MCCABE_BOUND_BY_HOXC6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCCABE_BOUND_BY_HOXC6 ABCA6 ABCC13 ABTB3 ACKR3 ACTR10 ADH6 AGBL3 AGPAT3 AK8 AKAP10 ALDH18A1 ALDH3A2 ALKBH1 AMBRA1 AMELY ANGPT1 ANKRD9 ANO4 AP1M2 APBB1 APOH APPBP2 ARFIP1 ARHGAP19 ARHGAP33 ARHGEF11 ARID3B ARIH1 ARMH3 ARMH4 ASAP1 ASXL3 ATM ATP13A4 ATP13A5 ATP2A2 ATP5PO AVP AVPI1 B3GALT2 BCAS4 BCO2 BDNF BLOC1S1 BMP7 BMS1P21 BPESC1 BPIFB1 BTBD3 BTRC C10orf120 C15orf48 C19orf48P C20orf96 CABCOCO1 CAPN6 CARD17P CARD8 CASP1 CBFA2T2 CBX5 CCDC42 CCDC91 CCDC92 CD2BP2 CD6 CD69 CDH11 CDH18 CEP295 CEP76 CEP83 CFAP61 CGB7 CHCHD5 CHD9 CHMP1B CHRNA2 CHST6 CHSY1 CHTF8 CILP2 CLCNKB CLDN17 CLPTM1L CLUHP3 CNTN1 COCH COL23A1 COP1 COX7B CREB3L4 CRISP2 CRNKL1 CRTAC1 CRTC2 CRYBB3 CSF2RB CST7 CXCR5 CYRIA CYTH3 DAZ1 DAZ2 DAZ3 DAZ4 DBNL DCN DDHD1 DDX12B DDX39A DEFB129 DGKE DHODH DHX35 DIO2 DIPK1A DIXDC1 DNAH5 DNMBP DOCK7 DPP10 DPYSL3 DUSP8 E2F8 EDN2 EID1 ENSG00000204684 ENSG00000284948 ERCC4 ERRFI1 F8A1 FADS1 FAM156A FAM182A FAM200C FAM230I FAM47C FAM72B FAM72D FARSB FBN3 FBXL14 FBXO7 FCHSD2 FER1L4 FERMT2 FGFR1OP2 FGFR2 FGL1 FIGNL2 FLCN FOXB1 FRG1BP FRG2 FRMD5 FRMPD2 FRMPD2B GADD45G GAGE1 GAS2 GAS2L3 GDPD2 GFER GLB1L3 GLG1 GLRA3 GMCL2 GOLGA6A GPR21 GPR65 GTF2H3 GUSBP1 H2BC18 H3-7 HEATR9 HLA-DQA2 HORMAD2 HOXC5 HOXC6 HSPB2 HVCN1 IGFL4 IGLL1 IGLV4-3 IKBKG IL17D IL24 IRAK4 ISCU JMJD6 KBTBD4 KCNJ1 KCNJ12 KCNMA1 KCTD10 KIF12 KIF14 KLF5 KLF8 KLRD1 KRT27 KRTAP11-1 KRTAP15-1 KRTAP5-9 L1CAM LCE3C LEMD1 LIG3 LIN54 LIN7C LINC00301 LMO3 LPAR2 LRRC23 LRRK1 LYZL6 MAGEA10 MAMLD1 MAP1LC3C MAP3K15 MAPK8IP1 MC5R MCRIP1 MEG3 MEGF10 METTL5 MINDY4 MKKS MMD MPP1 MRGPRG-AS1 MRPL52 MSRA MTF2 MTHFD2L MYO9B NAALAD2 NCBP3 NDUFAB1 NDUFS3 NFKB2 NHSL2 NKX2-1 NOLC1 NOXO1 NOXRED1 NPAT NPIPB1P NPIPB3 NPY4R NSA2 NUP210 ODAD3 OGFOD1 OR13G1 OR1A1 OR1A2 OR1S1 OR4C6 OR4D9 OR4N4 OR4N5 OR52I1 OR56A4 OR5AU1 OR5L1 OR8B4 OR8K3 ORC6 OSBP OTUD5 PAK1 PAK2 PAK5 PAMR1 PARD6B PAWR PCGF3 PCP4 PDE4DIP PDE6H PDGFRA PDS5B PEMT PEX3 PGAP6 PGM2L1 PHETA2 PICK1 PIEZO1 PIGU PKD1 PKD1P1 PLAAT4 PLAC9 PLCB3 PLXDC1 PLXNA4 PMCH PMS2P13 PMS2P5 POM121 PPIP5K1 PPP2R2D PRR4 PRTN3 PSEN1 PSMG2 PTAFR PTGDR2 PTHLH PTPN20 PWP2 RAB40AL RAB9A RAD51AP1 RARG RASGRP3 RBAK RBFA RBM11 RBM12B RFLNA RFX7 RHBDD1 RHOD RHOF RHOXF2 RIMBP2 RNASE2 RNASE3 ROPN1 RP9 RPL27A RPS10P7 RPS11 RRP7A RUNX1 SART3 SBNO2 SCN9A SENP8 SEPTIN7 SERPINA3 SERPINC1 SGMS1 SGPL1 SGSM1 SH3D19 SHCBP1 SIPA1L1 SKAP1 SLC1A3 SLC26A3 SLC26A9 SLC36A1 SLC38A10 SLC39A1 SLC44A1 SLC4A10 SLC6A2 SLC8A3 SMDT1 SMG1 SMIM30 SNAPC1 SNRNP40 SNX14 SOCS4 SORBS2 SOX15 SPACA9 SPAG11B SPDYE7P SPDYE8 SPEF1 SPTLC2 SPX SQLE SRGN SRP14 STAG3L1 STAMBPL1 STC1 STON2 STX1B SULF2 SULT2B1 SUSD4 SYCE1 SYNE3 SYTL5 TAAR8 TAS2R46 TBC1D9 TBXA2R TCEAL4 TCTN3 THBS4 THSD4 TIGD4 TLE5 TLNRD1 TMEM132D TMEM30B TNFAIP8 TNKS1BP1 TOB1 TP53AIP1 TPT1 TPTE2P6 TRIM39 TRPC4 TSC22D1 TSEN34 TTLL6 TUBGCP4 UBE3B UBL7 UGT1A8 UPB1 USP32P2 VCAM1 VCX VN1R4 VPS11 VPS35 VPS4B VPS50 VWA5A WDHD1 WDR6 WDR86 WNT9B YAF2 ZBTB7C ZCCHC14 ZCCHC17 ZFHX2 ZFP2 ZFP82 ZFP90 ZFYVE27 ZNF182 ZNF239 ZNF433 ZNF534 ZNF536 ZNF541 ZNF561 ZNF576 ZNF641 ZNF664 ZNF785 ZNF788P ZNF84 ZNFX1 ZSCAN29 ZSCAN5A MCCABE_HOXC6_TARGETS_CANCER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCCABE_HOXC6_TARGETS_CANCER_DN AP1M2 ARIH1 CHCHD5 ERRFI1 GTF2H3 IGFBP3 MKKS MRPL52 OGFOD1 PAK2 PAWR PDS5B PIEZO1 PLCB3 PSEN1 RAB9A SPTLC2 SRP14 TBC1D9 TSEN34 MCCABE_HOXC6_TARGETS_CANCER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCCABE_HOXC6_TARGETS_CANCER_UP AGPAT3 ARHGAP33 BCO2 CBFA2T2 CD6 CRYBB3 FGFR2 GDPD2 GLG1 GLRA3 HOXC6 HSPB2 IGLL1 L1CAM MEG3 MSRA NKX2-1 ODAD3 OTUD5 PDE4DIP PDGFRA PICK1 PKD1P1 POM121 PTHLH RUNX1 SEPTIN7 SH3D19 SLC36A1 UPB1 VPS11 MCCABE_HOXC6_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCCABE_HOXC6_TARGETS_DN APBB1 ARMH4 CNTN1 COL23A1 CYRIA DCN ERRFI1 FGFR2 GAS2L3 MEGF10 PAK1 PDGFRA PLXDC1 RFLNA SENP8 SH3D19 SLC44A1 TNFAIP8 VCAM1 ZBTB7C ZNF536 MCCABE_HOXC6_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCCABE_HOXC6_TARGETS_UP AMELY BCO2 BMP7 CHRNA2 IRAK4 PDE4DIP RFX7 SEPTIN7 SIPA1L1 SLC1A3 MCCLUNG_COCAINE_REWARD_5D https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCCLUNG_COCAINE_REWARD_5D ACTL6B ACTN1 ACTR2 ADISSP ADORA1 ADORA2A ATP1B2 BAIAP2 BTRC CACNA2D3 CAMK2A CCK CCN2 CD4 CELF2 CORO2B DLG4 DNAJB9 ELN FBXW7 FMNL1 FSCN1 GAD1 GADD45A GOLGA4 GRIA1 GRIA4 H1-10 HPS4 HSPA5 ITFG1 JUP KCND2 KIF23 KLF13 KRT16 LENG8 MAPRE3 MARK2 MRM3 MTMR9 NECTIN2 NELL2 NPTN NRGN OAZ3 PALM PDE4B PENK PER2 POU2F1 PTP4A2 PTPN5 RNASE3 SDHC SEC14L1 SH3GL3 SMARCA2 SOX10 SPOCK2 ST6GALNAC5 STX1B STXBP1 SYP TBR1 TM9SF3 TMEM50B TOP2A TSPAN7 TUBB4A UNC93B1 VAMP2 WBP11 ZFP64 ZNRF1 MCCLUNG_COCAIN_REWARD_4WK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCCLUNG_COCAIN_REWARD_4WK AASS ACTR1A ADA ANKHD1 APOH BLK CAMK2A CAMLG CAPN6 CBLIF CCDC6 CIAO2B CLK1 COL10A1 COL8A1 CORIN CORO2B CRYGD CYBC1 DCLRE1A DNAJB1 DNAJC5 DUSP1 DUSP6 EPB41 FMR1NB FNDC1 FOS GPAA1 GUCA2A IL17A IL1R2 IL3 INHBC ITPR2 KIF1B KIN KLF10 KLF4 KLF5 NCS1 NELL2 NFATC2 NR4A1 NUSAP1 P4HA1 PAPOLA PBX1 PDPK1 PDXK PER1 PISD RANGAP1 SERPINA1 SERPINB2 SERPINB3 SHE SIRT1 SLC22A5 SLC35D1 SMARCA4 SMR3B SOX11 SWAP70 TCF3 TECTB TRAF6 TUG1 UGDH UNC119B WNK1 ZAP70 ZDHHC6 ZNFX1 MCCLUNG_CREB1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCCLUNG_CREB1_TARGETS_DN AASS ACTB ADISSP AGO2 AMY2A AQR ARF3 ARGLU1 ATP11A C4B CADM1 CCDC88A COL6A1 CPNE6 CRY1 DHCR7 DKK3 DOC2B DYNLT1 EPB41 ETS2 FOXP1 GEMIN5 GRB2 HAP1 HES5 IQGAP2 KCNA4 LDB2 MAN1A1 NNAT PBX3 PDRG1 PDXK PDYN PENK PER2 PKP2 PLA2G12A PLAGL1 PNCK POU3F4 PRKCH PTCH1 PTPRM RBCK1 SIX3 SKP1 SOX11 SPIN1 TEF TRHR TSC22D1 TXNRD1 WDR6 ZBTB20 MCCLUNG_CREB1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCCLUNG_CREB1_TARGETS_UP ACKR3 ACOT7 ACYP1 ADARB1 ADCY6 ADCYAP1 AQP4 ASH2L AUH BASP1 BBLN BCAT1 BDNF BZW1 CADPS CAP1 CCK CCN2 CCN3 CD59 CDH13 CDK14 CERK CPLX1 CRYL1 CXXC5 DIO2 ELAVL2 FABP7 FAM3C FBXW7 FGF12 FOS FSTL1 GABRA1 GLRX3 GNB1 H1-0 HIVEP1 HSD17B12 HSPA1B ID2 IDI1 IFT20 INA KLF10 LAPTM4B LMNA MEF2C MFSD4A MGST3 MMP16 MOBP MPDZ NACC2 NCBP2AS2 NDRG3 NDUFC1 NEFM NEUROD2 NEUROD6 NPY NR2F1 OCEL1 OLFM1 OSBPL1A PCDHA9 PLS3 PTGDS PTPRD RALA RESP18 SCHIP1 SCN1B SEMA7A SERF2 SERPINI1 SH3GL2 SIPA1L2 SMAP1 SST SSTR2 STMN1 STMN2 STMN3 STX1A SYP SYT17 SYT2 TBR1 TMEM14C TMEM160 TP53INP2 TRPC4 TSPAN5 TTC39B TUBA4A TUBB3 UQCR11 UTY MCCLUNG_DELTA_FOSB_TARGETS_2WK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCCLUNG_DELTA_FOSB_TARGETS_2WK ADARB1 ADCYAP1 APBA2 ARHGEF25 ASAP1 ASIC2 BDNF CADPS CCK CCN2 CCN3 CDK14 CLN8 COL5A2 COPRS ELAVL2 FHL2 FHOD3 GARS1 GSTO1 HMGCS1 HSPA1B IMPACT INA INPP5J MEF2C MFSD4A MGST3 MOBP NEFH NEFM NMBR NPTX1 OLFM1 PTPRK SCN1A SEPTIN9 SERPINI1 SMAD1 STMN1 STMN2 SYT2 TBR1 TPBG TUBB2A TXN VSNL1 ZNRF2 MCCLUNG_DELTA_FOSB_TARGETS_8WK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCCLUNG_DELTA_FOSB_TARGETS_8WK ACP1 ACTR2 ADAR ADCYAP1R1 ADORA2A AFF4 ARF3 ARHGEF2 ARNT2 BAG6 BPNT2 CALM3 CAMK2A CDH2 CHD8 CHRM1 CLCN4 CRY2 DNAJB5 FAM149B1 GAD2 GNAO1 GRIA2 GRIN1 HCN2 IDS KCNB1 KCNH1 KIF1B KIF5A MAP2 MID1IP1 MXD4 MYH10 NDST1 NFE2L1 PPTC7 PRKCB PSAP RALY RASSF2 RCC2 SSR3 ST6GALNAC6 SYNGR1 SYT6 TSPAN5 UHMK1 USP2 MCCOLLUM_GELDANAMYCIN_RESISTANCE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCCOLLUM_GELDANAMYCIN_RESISTANCE_DN HHEX HMGA2 NOTCH3 NTS OR51E1 PARD3 SOX2 MCCOLLUM_GELDANAMYCIN_RESISTANCE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCCOLLUM_GELDANAMYCIN_RESISTANCE_UP CDA CDH11 FOXN3 MCC PMCH SEMA3F SLC16A7 SMPD1 ST6GALNAC1 SULF2 MCDOWELL_ACUTE_LUNG_INJURY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCDOWELL_ACUTE_LUNG_INJURY_DN ABCG1 ACVRL1 ADGRE5 ADH1C ALAS1 ANTXR1 APLN APLNR BMP2K C5 CAV1 CDH13 CDKL2 CHST2 CLEC10A CXCL12 CYP2F1 DPP4 EPB41L3 FASN FGF1 FHL1 HEY1 HLA-DRB5 ICAM2 LLGL2 LTBP4 MAPT MEOX2 MRPS18B NFIX NHERF2 NRP1 OGT PDE4DIP PEX16 PON1 RBP1 RSU1 SCGB3A2 SFTPB SFTPC THBS3 TIMM17A TNFRSF19 TP53BP2 ZBP1 MCDOWELL_ACUTE_LUNG_INJURY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCDOWELL_ACUTE_LUNG_INJURY_UP AKAP12 ANGPTL4 BTG2 CCN1 CDKN1A COL3A1 CSTB DUSP1 EIF1AX ELN FCGR2A FOS KLF6 KLHL2 LCN2 LILRB4 LITAF LOX LRG1 LTBP1 LTF MAL MCL1 MYC NDUFS1 NFKBIA NR4A1 OR4E1 OSMR PLA2G7 PTGES PTX3 RBM3 RETNLB S100A8 SERPINA3 SERPIND1 SFN SLFN12L SPHK1 SPP1 STEAP4 TGFBI TNC TPM1 TXNRD1 ZFP36 MCGARVEY_SILENCED_BY_METHYLATION_IN_COLON_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCGARVEY_SILENCED_BY_METHYLATION_IN_COLON_CANCER ADAMTS15 ADAMTS18 ASCL2 BOLL CABYR CBR1 CHFR CHL1 CTAG2 DDX43 DKK3 DMRTB1 EFEMP1 EPHA4 EYA4 FBLN2 FOXL2 FOXQ1 GATA4 GATA5 GNB4 GSTM3 HDGFL1 HOXD1 ICAM1 INHA INHBB JAM3 JPH3 LEF1 MOV10L1 NEURL1 POMC PPP1R14A RAB32 SALL4 SFRP1 SFRP4 SFRP5 SOX17 TFPI2 UCHL1 MCGOWAN_RSP6_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCGOWAN_RSP6_TARGETS_DN DIDO1 ELAPOR1 FBXO38 SUPT4H1 ZNF707 MCGOWAN_RSP6_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCGOWAN_RSP6_TARGETS_UP AAAS C2orf80 CYP4F8 DDIT4L EDNRB EPHX1 GLRX3 GPNMB MDM2 MGMT NNT PCOLCE2 PMEL PTGDS PTP4A3 SLC45A2 SOX10 SYT4 TRPM1 ZDHHC3 MCLACHLAN_DENTAL_CARIES_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCLACHLAN_DENTAL_CARIES_DN ABLIM1 ACTR3B ADGRG2 ADIRF AHNAK ANK3 AOC2 ATP1A2 ATP9A CA2 CALB1 CCN1 CD24 CDH12 COL5A3 COL8A2 CPE CRABP1 CRYZ CYFIP2 DIO3 DMP1 DPP6 DSPP EGR1 EIF1AX FGFR1 GAP43 GHR GLCE GPC3 GPM6A GPR37 H3-3B ISYNA1 ITGB1BP1 ITM2A KIF5C KIT LGR4 LGR5 LINC00667 LTBP1 MAGI2 MDK MPPED2 NAP1L3 NEBL NOTCH2NLA NRXN1 NUDT4 OLFML1 OMD OSR2 PCDH9 PDZD2 PDZD8 PEG10 PER2 PER3 PGAP1 PHIP PHLPP1 PLCL1 PLK2 POLI PTPRK SESN1 SLIT2 SORBS2 SPOCK1 SPOCK3 SPON1 ST8SIA1 SYT1 TIAM1 TMEM255A TRIM2 TRPC1 TUBB2B XIST ZNF423 MCLACHLAN_DENTAL_CARIES_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCLACHLAN_DENTAL_CARIES_UP ABCA1 ACKR1 ACP5 ACSL1 ADA2 ADAMDEC1 ADM ALOX5 ALOX5AP ANGPTL2 ANPEP APOC1 APOE AQP3 ARHGDIB ARPC1B BCL2A1 BCL3 BIRC3 BLNK C1QA C1QB C1QL1 C3 C3AR1 C4A C5AR1 CA12 CAPG CCL18 CCL2 CCL3 CCL5 CCL8 CCR1 CCR2 CD14 CD163 CD1D CD209 CD27 CD37 CD4 CD44 CD48 CD53 CD55 CD74 CD79A CD84 CD93 CEBPD CFB CFD CFI CHI3L1 CHI3L2 CHL1 CHST15 CLEC2B CLEC7A COL15A1 CORO1A CPVL CRLF1 CRYBG1 CSF1R CSF2RB CTSB CTSC CTSH CTSS CXCL1 CXCL12 CXCL13 CXCL5 CXCL8 CXCL9 CXCR4 CYBA CYBB CYP1A1 CYRIB CYTIP DDX3Y DEPP1 EIF1AY EVI2A EVI2B F13A1 FCER1G FCGR2A FCGR2B FCGR3B FCN1 FGL2 FKBP11 FPR1 FYB1 G0S2 GABBR1 GLRX GPNMB GUSBP11 GZMB HBB HCAR3 HCK HCLS1 HLA-DMA HLA-DMB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB4 HLA-DRB6 IBSP ICAM1 IER3 IFI30 IGFBP4 IGFLR1 IGHA1 IGHG1 IGHM IGHV1-69 IGHV3-20 IGHV3-21 IGHV3-23 IGHV4-61 IGKC IGKV1D-13 IGKV1D-17 IGKV1D-37 IGKV1D-39 IGKV1OR1-1 IGKV1OR2-108 IGKV2D-28 IGKV3-20 IGKV4-1 IGLC2 IGLL3P IGLV2-14 IL10RA IL11 IL13RA1 IL1B IL1RN IL6 IL7R INHBA IRF4 IRF8 ITGB2 JCHAIN KDM5D KPNA2 KYNU LAPTM5 LBP LCP1 LCP2 LRCH4 LRRC15 LSP1 LTB LY96 LYN LYZ MAFF MAN2B1 MCL1 MGP MMP1 MMP9 MNDA MRC1 MS4A1 MS4A4A MS4A6A MSR1 MT1G MT1X MT2A MTHFD2 MZB1 NAMPT NAP1L1 NCF2 NCF4 NFIL3 NNMT ORM1 PAX5 PECAM1 PI3 PIM2 PLA2G7 PLAC8 PLAU PLAUR PLEK POU2AF1 PTGER4 PTGS2 PTP4A3 PTPRC RAB29 RAB31 RAC2 REEP1 RGS2 RNASE1 RNASE6 RPS4Y1 S100A8 S100A9 SAA1 SAMSN1 SASH3 SAT1 SCO2 SEL1L3 SELE SERPINA1 SERPINA3 SERPINB2 SERPINE2 SFRP4 SKAP2 SLA SLAMF8 SLC1A4 SLC2A3 SLC46A3 SLC7A11 SLPI SOCS3 SOD2 SORL1 SPP1 SRGN SSR4 STAB1 TENT5C THBS4 TIMP1 TNFAIP3 TNFAIP6 TNFAIP8 TNFRSF1B TNFRSF21 TRBC1 TRBC2 TREM1 TRIB1 TYMP TYROBP UCP2 VAMP8 VCAM1 WARS1 MCMURRAY_TP53_HRAS_COOPERATION_RESPONSE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCMURRAY_TP53_HRAS_COOPERATION_RESPONSE_DN ABAT ABCA1 ARHGAP24 ATP8A1 BBS7 BEX2 CD55 CERS4 CKMT1B COL9A3 CPZ DAPK1 DFFB DGKA DIXDC1 DUSP15 ELAVL2 EPHB2 ESPN FAS FGF18 FHOD3 GARNL3 GCA HEY2 HOXC13 ID2 ID4 IGFBP2 JAG2 LDHB MAN2B1 MCAM MMP15 MPP7 MPZL2 MS4A10 MTUS1 NBEA NECTIN4 NOTCH3 PARD6G PERP PITX2 PLTP PLXDC2 PMAIP1 PRKD1 PRKG1 RAB40B RAI2 RASL11A RB1 RPRM SATB1 SBK1 SBSN SCN3B SEMA3D SFRP2 SLC27A3 STMN4 TEX15 TNFRSF18 UNC45B WNT9A ZNF385A MCMURRAY_TP53_HRAS_COOPERATION_RESPONSE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCMURRAY_TP53_HRAS_COOPERATION_RESPONSE_UP ANKH ANKRD1 ARAP3 CADM1 CCL15 CHST1 ENO3 F2RL1 FGF7 GPR149 HBEGF HMGA1 HMGA2 KCTD15 MRPL15 OAF PARVB PLA2G7 PLAC8 RGS2 SEMA7A SERPINB2 SLC14A1 SMS SOD3 TNNT2 MEBARKI_HCC_PROGENITOR_FZD8CRD_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEBARKI_HCC_PROGENITOR_FZD8CRD_DN A1BG A1CF ABAT ABCA5 ABCB1 ABCB4 ABCC6 ABCC6P1 ABCC9 ABCG8 ABLIM2 ACAA1 ACACB ACAD11 ACAN ACMSD ACSF2 ACSM2B ACSM3 ACSM5 ACSS1 ACY3 ADAMTS13 ADH6 ADRA1A AFM AFMID AGBL2 AGT AKR7L ALB ALDH1L1 ALDH4A1 ALDOB AMT AMY1A ANG ANKK1 ANKRD24 APBB1IP APOC1 APOE AQP4 AQP7P1 ARHGAP4 ARHGEF10L ARID5A ARSL ASB13 ASGR1 ASGR2 ASL ATP2B2 ATP5F1B ATP8B3 AUTS2 BAAT BAIAP2L2 BAIAP3 BATF2 BLNK C11orf86 C1QTNF4 C1QTNF6 C1orf115 C1orf21 C1orf54 C2orf72 C2orf92 C3orf18 C3orf85 C4A C5AR1 C5orf46 C6 CA9 CACNB2 CADM2 CARMN CCDC18-AS1 CCDC198 CCER2 CCL14 CCL15 CDH16 CEACAM1 CFAP70 CFI CHIA CHRD CHRDL2 CIDEB CIDEC CIDECP1 CISH CLCNKA CLDN16 CLEC18B CLIP3 CLMN CLRN3 CLSTN3 COL27A1 COL28A1 COL3A1 COL5A3 COL7A1 COLCA1 CPEB3 CRB3 CREB3L3 CRYM CTDSP2 CTSH CXCL1 CXCL13 CYP21A2 CYP2B6 CYP2C8 CYP3A5 CYP3A7 CYP4A11 CYP4F3 CYP4X1 CYTIP DAND5 DCAF8 DCDC1 DCN DDC DGAT1 DHRS3 DIPK1B DLG2 DNAH1 DNAI1 DNHD1 DOCK4 DPP4 DPT EFEMP2 EFNA1 EHF ELMO1 ENGASE ENO3 ENSG00000284948 ENSG00000290654 EPHA1 EPHX2 ERBB3 ETNPPL ETV1 EVPLL F10 F13B F5 FABP1 FAM153A FGA FGB FGD3 FGD4 FOLR3 FRK FSIP2 FZD4 FZD8 GADD45G GARIN1B GARS1-DT GAS2 GAS6-AS1 GATM GBA3 GCGR GCHFR GCKR GDA GFI1B GGCX GGT7 GJB1 GLDC GLI4 GLRX GLYAT GLYCTK GOLT1A GPD1 GPT GRB14 GRM3 GSTA1 GSTA5 GTF2IRD2 GUCY1A1 GULP1 H6PD HAO1 HAO2 HAPLN3 HGD HHEX HIP1R HLF HMGCS2 HNF1A HNF1A-AS1 HOXD13 HP HPN HSD11B2 HSD17B3 HSF4 ID2B IGLL1 IL18R1 INSIG1 INSR IQCN ITGA10 ITIH4 ITPR2 KANK1 KCNJ16 KCNK5 KHK KIFC2 KLC4 KLKB1 KRTAP3-3 LCA5L LDHD LINC00526 LINC00574 LINC00598 LINC00626 LINC00659 LINC00685 LINC00844 LINC00870 LINC00923 LINC00973 LINC01320 LINC01341 LINC01569 LINC01667 LINC01719 LINC02027 LINC02649 LINC02770 LINC02906 LINC03007 LIPC LMNTD2 LPIN1 LPIN3 LRRK2 LY6D LYRM9 MALAT1 MAN1C1 MAOB MAP3K13 MAP7D2 MATK MCCC1 MCF2L MCF2L-AS1 MEGF8 MIA2 MLXIPL MMAA MME MMP19 MMP7 MOGAT1 MROH2A MST1 MTUS1 MUC15 MUC20 MUC20-OT1 MYO15B MYO7A NABP1 NAMPT NAT8 NAT8B NEAT1 NEB NEURL3 NFKBIZ NGEF NHERF4 NLRP1 NPY6R NR1H3 NR1H4 NRBP2 NTN5 NUDT16 NUDT7 NXPH4 OAF ODAD3 ODAM ONECUT1 ORM1 ORM2 OXER1 PACSIN1 PAG1 PAIP2B PAQR6 PC PCSK4 PCYT2 PDE11A PDE8B PDK2 PDZK1 PFDN6 PGLYRP2 PHKA2-AS1 PIK3C2G PLA1A PLCXD1 PLIN5 PLK5 PNPLA3 PNPLA7 PON1 POU5F1 PPP1R16A PPP1R3B PPP1R3C PRODH PRODH2 PROX1 PTGFR PTK2B PTPRN2 PWWP3B RAB11FIP4 RAB17 RAB26 RAB37 RAB6C-AS1 RANBP3L RAPGEF4 RASL10A RASSF4 RBP5 REEP6 RGN RGS7BP RNF180 RNF207 RNF43 RNPC3 RORA RORC S100A12 S100A8 SAA3P SCARF1 SCX SEC14L4 SEC16B SEC31B SELENBP1 SEMA4G SEPTIN8 SERPINA1 SERPINA5 SERPINF1 SF1 SGK1 SGK2 SLC17A4 SLC22A18 SLC22A18AS SLC22A9 SLC23A1 SLC23A3 SLC25A20 SLC28A1 SLC2A14 SLC2A2 SLC2A4 SLC40A1 SLC49A3 SLC5A9 SLC6A10P SLC6A12 SLC6A16 SLCO4C1 SMIM10L2B SMLR1 SMPDL3A SNAI3-AS1 SNAP47 SNORA47 SNORA73A SORBS1 SOX13 SOX6 SP100 SPINK1 SPOCK3 SPP1 SPSB1 SPX SRP14-DT ST3GAL1 ST6GAL1 STK19 SULT1C2 SULT2A1 SYT7 TAMALIN TCIM TDO2 TDRG1 TEF TGFBR2 THSD7A TM4SF4 TM7SF2 TMEM100 TMEM150A TMEM176A TMEM176B TMEM198B TMEM238 TMEM266 TNFRSF14-AS1 TPM2 TRIM15 TRIM36 TRIM50 TRPV1 TTBK1 TTC39A TTLL3 UCN UGT2A3 UPB1 VEGFA VEPH1 VSX1 WIPF3 WNT11 XAF1 ZBED3 ZBED3-AS1 ZNF318 MEBARKI_HCC_PROGENITOR_FZD8CRD_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEBARKI_HCC_PROGENITOR_FZD8CRD_UP ACKR3 ADAM12 ADAMTS5 ADAMTS8 ADCY3 ADGRB2 ADISSP ADORA2B AGPAT4 AIDA AK5 ALG10 ANLN ANOS1 ANXA3 AOPEP APCDD1L APCDD1L-DT ARHGAP11A ARHGAP19 ARHGAP23P1 ARHGAP31 ARHGEF2 ARHGEF39 ARID3A ARNT2 ARSI ASF1B ASPM ATAD2 ATF3 ATRIP AUNIP AURKA AURKB BARD1 BATF3 BCAS4 BCL11B BCL2L12 BDKRB1 BIRC5 BLM BNC2 BRCA1 BRCA2 BUB1 BUB1B C10orf88B C10orf90 C11orf80 C1orf112 C21orf58 C4orf46 C8orf76 C9orf40 CACYBP CALHM3 CASQ1 CATSPER1 CBX1P1 CCDC134 CCDC15 CCDC169 CCDC34 CCDC74A CCDC77 CCDC80 CCN3 CCNA2 CCNB1 CCNE2 CCNF CCNG2 CCP110 CCR7 CCSAP CDC20 CDC25A CDC25B CDC25C CDC42EP3 CDC45 CDC6 CDC7 CDCA3 CDCA4 CDCA5 CDCA7 CDCA8 CDCP1 CDK1 CDK2 CDKL1 CDKN3 CEACAMP10 CENPA CENPE CENPH CENPI CENPL CENPM CENPN CENPO CENPP CENPQ CENPU CENPW CEP128 CEP135 CEP55 CEP57L1 CEP76 CEP78 CEP97 CFAP251 CHAF1A CHAF1B CHEK1 CHEK2 CHORDC1 CHRNA5 CIT CKAP2L CKLF CKS1B CKS2 CORO1C COTL1 CPA4 CRABP2 CRACDL CREB5 CRISPLD2 CRY1 CSE1L CSPG4P13 CSPG5 CUZD1 CYTH4 DAW1 DCLRE1B DDAH1 DDIAS DDX11 DDX11L16 DEFB103B DEPDC1B DHFR DIAPH3 DIO2 DLGAP5 DMBX1 DNA2 DNAJC9 DNMT3B DONSON DTYMK E2F1 E2F8 ECT2 EEIG2 EFR3B ELOVL2 ENSG00000187951 ENSG00000288781 ENSG00000289047 ERCC6L ERFE ESCO2 ESPL1 ETV5 EXO1 EZH2 FAAP24 FAM111A FAM111B FAM161A FAM72B FAM72C FAM83D FANCA FANCB FANCC FANCG FANCI FANCM FBXO5 FEN1P1 FGFR1 FHDC1 FIG4 FKBPL FMNL3 FOXM1 FSCN1 G2E3 GABPB1 GAD1 GAREM2 GDF15 GEM GEMIN2P2 GINS1 GINS2 GINS3 GNG12 GNG4 GPR161 GPR63 GPRC5A GPRIN1 GPSM2 GTSE1 H1-5 H2AC10P H2AC16 H2AC17 H2AX H2BC21 H2BC6 H2BC7 H2BW2 H3C10 H3C14 H3C4 H3C7 H4C14 H4C4 H4C5 HAND2 HASPIN HAUS6 HAUS8 HBEGF HERC5 HIRIP3 HJURP HK1 HLX HMGA2 HMGB2 HMMR HNRNPDL HOXC9 HPSE HROB ID3 IDS IL11 IL17RD ILDR2 INCENP INPP5J INTS4 JMJD1C-AS1 JPH1 JPT1 KIF11 KIF14 KIF15 KIF18A KIF20A KIF20B KIF22 KIF23 KIF24 KIF2A KIF2C KIF4A KIFC1 KLC2 KLHL7 KMT5AP1 KNL1 KNSTRN KNTC1 KPNA2 KREMEN2 KRT80 LAMA1 LAYN LCOR LFNG LIG3 LIN9 LINC00707 LINC00941 LINC00942 LINC01111 LINC01638 LINC01704 LINC01722 LINC02901 LINC02984 LMF2 LMNB1 LMO7 LNP1 LOXL1 LOXL3 LRR1 LRRC3 LRRC45 LRRCC1 LRRIQ1 LSM4 LY6K LYPD6 MAD2L1 MB21D2 MBOAT1 MCM10 MCM2 MCM5 MCM7 MCM8 MCUB MDFIC MELK MELTF MEX3B MICAL3 MICALL1 MICB MICB-DT MID1 MIS18BP1 MKI67 MMS22L MN1 MND1 MNS1 MPHOSPH6 MSH2 MTBP MTCL1 MTFR2 MTHFD1L MYB MYBL2 MYCL MYLK2 MYO3A MZT1 NCAPD2 NCAPD3 NCAPG NCAPG2 NDC80 NDE1 NECTIN1-DT NEK2 NEMP1 NES NF2 NIBAN1 NIPAL3 NKAIN1 NLRP5 NOX4P1 NR2F1-AS1 NRGN NRXN3 NSD2 NT5E NTN4 NUF2 NUP107 NUP155 NUP188 NUP62CL NUP93 NUSAP1 OGFRL1 OIP5 OR2T12 ORC1 ORC6 OXGR1 OXR1 P2RX7 PACC1 PAK6 PAMR1 PANX2 PARD6G PARPBP PBK PCLAF PCMT1 PCNA PDE1C PDLIM3 PEA15 PGM2L1 PHACTR1 PHF19 PHLDB1 PHTF2 PKMYT1 PKP3 PLAT PLD5 PLEKHG4 PLEKHO1 PLK1 PLK4 PML POGLUT3 POLA2 POLE2 POLQ PPM1F PPP1R18 PPP2R2C PPP3R1 PPP4R4 PRC1 PRIM1 PRIM2 PRMT2 PRR11 PSG2 PSG3 PSG5 PSG6 PSMC3IP PSRC1 PTPRG-AS1 PTTG1 PTTG2 PTTG3P PXDN QRFPR RAD18 RAD51 RAD51B RAD54B RAD54L RANBP1 RANBP20P RANGAP1 RANP1 RASD2 RBL1 RBM15-AS1 RBM24 RCC2 RDM1 REEP1 REXO5 RFC2 RFC3 RFC4 RFWD3 RGS12 RGS9 RHEBL1 RIBC2 RNASEH2A RNF7P1 RRM1 RRM2 RUNX1 SACS SAE1 SASS6 SCARA3 SCG5 SCML2 SCRN1 SEM1 SEPTIN3 SEPTIN5 SERPINB7 SFN SFTA1P SGO1 SGO2 SH3GL3 SHCBP1 SKA1 SKA3 SLAMF7 SLC13A3 SLC19A1 SLC37A2 SLC44A2 SLC5A11 SLC7A11 SLC7A5 SMC4 SMS SMTN SOCS2-AS1 SP140 SPATA5 SPC24 SPC25 SPDL1 SPTB STIL STK32B STMN1 STPG1 STXBP5 STYK1 SUV39H1 SUV39H2 SYCE2 TACC3 TAF1A TAF5L TCF12-DT TCF19 TCOF1 TDP1 TDRKH TEDC1 TEDC2 TEX30 TFDP1 THAP10 THSD1 TICRR TIMELESS TIPIN TK1 TLE3 TLR6 TMEM237 TMEM40 TMEM74 TMPO TMPO-AS1 TMSB15A TMSB15B TNFRSF8 TONSL TOP2A TP73 TPX2 TRABD2A TRAIP TREX2 TRIM55 TRIM59 TRIP13 TROAP TTK TUBA1A TUBA1C TUBB4B TUBB6 TUBB8B TUBBP2 TUBG1 TYMS UBASH3B UBE2SP2 UBE2T UGCG UHRF1 USB1 USP11 VEGFC VIM VLDLR-AS1 VRK1 WDHD1 WDR1 WDR62 WDR76 WEE1 WFDC21P WNT10B WRAP53 YWHAH ZEB2 ZNF385D ZNF669 ZNF681 ZWILCH ZWINT ZYG11A MEBARKI_HCC_PROGENITOR_WNT_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEBARKI_HCC_PROGENITOR_WNT_DN A1BG ABCD2 ACACB ADARB2 AGR2 ANKRD30A APOB ARHGAP20 BCO2 BEST2 BTNL9 C5orf46 CYP7B1 DENND3 DHDH DHRS9 DIO2 DOK7 EPHA10 FA2H FAM183BP FBXO27 FGD3 FGD4 FRAT1 FZD4-DT GASK1A GCH1 GHR GPC6 GRK4 GSTA7P HCG9 ID2-AS1 IL6ST-DT IQCN ITGA8 JAKMIP2 JRK KCNK5 KLHL30 KRT4 LAIR1 LGALS2 LINC00482 LINC01554 LINC02405 LY6D MARCO MBP MIR3936HG MPV17L MRC1 MUCL1 NR3C2 NUDT8 OCLNP1 PAIP2B PDE8B PDHA1 PLAAT2 PLIN4 PNLIPRP3 PRKAR2B PRODH PSG8 PTPRQ RAB26 RALGPS1 RASGRP2 RASSF4 RNF148 RPGRIP1 S100P SLC26A9 SLC6A16 SLIT2 SOD2-OT1 SP2-DT SPINK5 SPTB STOX1 TACC2 TDRD6 TMEM116 TMEM8B TRMT9B USP43 VSIG1 ZBED3 ZBED3-AS1 ZFP2 MEBARKI_HCC_PROGENITOR_WNT_DN_BLOCKED_BY_FZD8CRD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEBARKI_HCC_PROGENITOR_WNT_DN_BLOCKED_BY_FZD8CRD A1BG ABCD2 ACACB ADARB2 ADGRF5 BCO2 BEST2 BTNL9 C5orf46 CYP7B1 DENND3 DHDH DHRS9 EPHA10 FAM183BP FBXO27 FGD3 FGD4 FRAT1 FZD4-DT GASK1A GCH1 GHR GRK4 GSTA7P HCG9 ID2-AS1 IL6ST-DT IQCN ITGA8 JAKMIP2 KCNK5 LAIR1 LINC00482 LINC01554 LINC02405 MBP MIR3936HG MRC1 MUCL1 NR3C2 NUDT16 NUDT8 OCLNP1 PAIP2B PARD6B PDE8B PRODH PTPRQ RAB26 RALGPS1 RASGRP2 RASSF4 RNF148 RPGRIP1 SLC26A9 SLC6A16 SLIT2 SOD2-OT1 SP2-DT SPINK5 STOX1 TACC2 TDRD6 TMEM116 TMEM8B TRMT9B USP43 ZBED3 ZFP2 MEBARKI_HCC_PROGENITOR_WNT_DN_CTNNB1_DEPENDENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEBARKI_HCC_PROGENITOR_WNT_DN_CTNNB1_DEPENDENT A1BG ADARB2 AGR2 ARHGAP20 BCO2 BEST2 BTNL9 DHDH DHRS9 DIO2 GPC6 GRK4 JAKMIP2 JRK LAIR1 LGALS2 LINC00482 LINC01554 MARCO MPV17L MRC1 MUCL1 NR3C2 PDE8B PLAAT2 RALGPS1 RPGRIP1 SOD2-OT1 USP43 VSIG1 ZBED3-AS1 MEBARKI_HCC_PROGENITOR_WNT_DN_CTNNB1_DEPENDENT_BLOCKED_BY_FZD8CRD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEBARKI_HCC_PROGENITOR_WNT_DN_CTNNB1_DEPENDENT_BLOCKED_BY_FZD8CRD A1BG ADARB2 ADGRF5P2 BCO2 BEST2 BTNL9 DHDH DHRS9 GRK4 JAKMIP2 LAIR1 LINC00482 LINC01554 MRC1 MUCL1 NR3C2 PDE8B RALGPS1 RPGRIP1 SOD2-OT1 SPINK5 USP43 MEBARKI_HCC_PROGENITOR_WNT_DN_CTNNB1_INDEPENDENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEBARKI_HCC_PROGENITOR_WNT_DN_CTNNB1_INDEPENDENT ABCD2 APOB DOK7 FA2H FGD3 GCH1 GSTA7P HCG9 ITGA8 KRT4 LY6D PLIN4 PNLIPRP3 PRKAR2B S100P TRMT9B MEBARKI_HCC_PROGENITOR_WNT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEBARKI_HCC_PROGENITOR_WNT_UP ACTN1 ACTR3-AS1 ADAM12 ADAM19 ALDH3A1 ALDH7A1 ARHGDIB ARHGEF3 ARID3A ARL4C BMF BMP1 BNC2 CARD11 CARMN CCDC3 CCDC80 CCN1 CCNG2 CCR1 CDCP1 CENPVL3 CFAP74 CGB3 CHPF2 CLDN2 CLIC3 CLSTN2 COL1A1 COL1A2 COL3A1 COL5A2 CORO1C CPEB1 CRACDL CRISPLD2 CSF1R CSPG5 CSRP3 CTHRC1 CXCL3 CYP1B1 DACT1 DCAF15 DCBLD2 DCN DIP2C-AS1 DISC1 DLX5 DNM3 DPT DPYSL3 ENDOD1 ENO2 ENSG00000227496 ENSG00000268460 EPHB2 EPYC EVI2A EXT1 EYA2 F3 FAP FBLIM1 FBN1 FHL2 FIBCD1 FLG-AS1 FLNA FN1 FRMD5 GBP1 GCNT1 GLIPR1 GNG4 GOLGA8G GRAMD1A GRK3 HAPLN1 HMCN1 IGF2BP3 IGFBP5 IGFL1 IGFL3 IHH IL1R1 ITGA5 ITGB4 JAG2 JAM2 KANK1 KIF26B KLF7 KLHL4 KRT17P1 LAYN LCE1A LCP1 LEF1 LFNG LHB LINC01705 LINC03033 LRRC15 LUM LYPD1 LZTS1 MAGED4B MANCR MDFI MDM1 MEX3B MILR1 MMD MMP13 MMP2 MMP7 MOXD1 MRC2 MRTFA MYADM MYH9 MYL2 NANOS1 NAV1 NDRG4 NIFK-AS1 NINJ2 NKD2 NOG NR2F1-AS1 NXN ODAPH OLFML3 P4HA2 PAMR1 PANX2 PCDHB15 PCSK5 PDGFRL PDLIM3 PDLIM7 PHLDB1 PI15 PITX2 PKP3 PLAUR POTEF POTEKP POTEM PPP2R2C PRAG1 PRICKLE2 PRR5L PRSS23 PSTPIP2 PTPN22 RARG RASSF9 RBM24 RDH10 RGCC RNF43 RSPO3 SCG5 SDC3 SEMA3C SEPTIN11 SERPINE1 SH3GL1P2 SH3GL3 SLC12A8 SLC1A3 SLC26A2 SLC38A3 SLC7A5 SPARC SPOCD1 SPOCK1 SRPX2 ST6GAL2 STK32B STXBP6 TCF7 TCHH TCOF1 TEX15 TGFB2 TGFBI THBS2 TMEM158 TNFAIP6 TNRC18P2 TPM4 TRIM55 TYRP1 USF1 VCAN WFDC3 ZNF474 ZNF608 ZNF827 MEBARKI_HCC_PROGENITOR_WNT_UP_BLOCKED_BY_FZD8CRD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEBARKI_HCC_PROGENITOR_WNT_UP_BLOCKED_BY_FZD8CRD ACTN1 ALDH3A1 ALDH7A1 ARHGDIB ARHGEF3 ARID3A BMF CARMN CCDC3 CCNG2 CCR1 CDCP1 CENPVL3 CFAP74 CHPF2 CLIC3 COL3A1 COL5A2 CORO1C CRACDL CRISPLD2 CSPG5 CYP1B1 DCAF15 DCN DIP2C-AS1 DISC1 DNM3 DPT DPYSL3 EPHB2 EPYC EVI2A EXT1 F3 FBN1 FHL2 FIBCD1 FN1 GNG4 GOLGA8G GRAMD1A GRK3 HAPLN1 IGF2BP3 IGFBP5 IHH IL1R1 JAG2 KANK1 KIF26B KLF7 KLHL4 LAYN LCE1A LCP1 LEF1 LFNG LINC01705 LUM LYPD1 LZTS1 MAGED4B MDFI MDM1 MEX3B MILR1 MMD MOXD1 MRTFA MYADM MYH9 MYL2 NAV1 NDRG4 NIFK-AS1 NINJ2 NKD2 NOG NR2F1-AS1 NXN PAMR1 PCDHB15 PDLIM7 PHLDB1 PI15 PITX2 POTEF POTEKP PPP2R2C PRAG1 PRICKLE2 PRSS23 PSTPIP2 RARG RBM24 RDH10 RGCC RSPO3 SDC3 SEMA3C SEPTIN11 SERPINE1 SH3BP4 SLC1A3 SLC26A2 SLC7A5 SPOCD1 SRPX2 ST6GAL2 STK32B STXBP6 TCOF1 TGFB2 THBS2 TMEM158 TNRC18 TPM4 TRIM55 TYRP1 USF1 VCAN WFDC3 ZNF608 ZNF827 MEBARKI_HCC_PROGENITOR_WNT_UP_CTNNB1_DEPENDENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEBARKI_HCC_PROGENITOR_WNT_UP_CTNNB1_DEPENDENT ALDH7A1 ARID3A ARL4C BNC2 CARMN CCDC80 CCN1 CLDN2 CLIC3 CLSTN2 COL1A1 COL1A2 COL3A1 COL5A2 CPEB1 CRISPLD2 CSF1R CSRP3 CTHRC1 CXCL3 DACT1 DLX5 DPT ENO2 ENSG00000227496 ENSG00000268460 EPHB2 EPYC EYA2 F3 FBLIM1 FLG-AS1 GBP1 GCNT1 GOLGA8G HAPLN1 HMCN1 IGF2BP3 IGFBP5 IGFL1 IGFL3 IHH IL1R1 ITGB4 KANK1 KLHL4 LCP1 LEF1 LFNG LINC01705 LINC03033 LUM LYPD1 MAGED4B MMP13 MMP7 NANOS1 NKD2 NOG NR2F1-AS1 NREP ODAPH P4HA2 PAMR1 PCSK5 PDLIM7 PHLDB1 PI15 PITX2 PKP3 PRAG1 PRICKLE2 PRR5L RBM24 RDH10 RGCC RNF43 SEMA3C SERPINE1 SH3GL1P2 SLC12A8 SLC1A3 SLC26A2 SLC38A3 SPARC SRPX2 ST6GAL2 TCF7 TPM4 TYRP1 MEBARKI_HCC_PROGENITOR_WNT_UP_CTNNB1_DEPENDENT_BLOCKED_BY_FZD8CRD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEBARKI_HCC_PROGENITOR_WNT_UP_CTNNB1_DEPENDENT_BLOCKED_BY_FZD8CRD ALDH7A1 ARID3A CLIC3 COL3A1 COL5A2 CRISPLD2 DPT EPHB2 EPYC F3 GOLGA8G HAPLN1 IGF2BP3 IGFBP5 IHH IL1R1 KANK1 KLHL4 LCP1 LEF1 LFNG LINC01705 LUM LYPD1 MAGED4B NKD2 NOG NR2F1-AS1 PAMR1 PDLIM7 PHLDB1 PI15 PITX2 PRAG1 PRICKLE2 RBM24 RDH10 RGCC SEMA3C SERPINE1 SLC1A3 SLC26A2 SRPX2 ST6GAL2 TPM4 TYRP1 ZNF503 MEBARKI_HCC_PROGENITOR_WNT_UP_CTNNB1_INDEPENDENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEBARKI_HCC_PROGENITOR_WNT_UP_CTNNB1_INDEPENDENT ADAM19 CGB3 COL5A1 FAP FBN1 FN1 KRT17P1 LHB LRRC15 MANCR MDFI MMP2 MRC2 OLFML3 PDGFRL PLAUR PPP2R2C SCG5 SH3GL3 SPOCD1 SPOCK1 TGFBI VCAN ZNF474 MEDINA_SMARCA4_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEDINA_SMARCA4_TARGETS ASCC1 ATP6V1B1 C19orf12 CCDC85B CDH11 CDH16 CDKN2D CEBPB CLPX CSNK1G2 CTSS CYP3A4 DYNC1H1 ECM2 HDAC4 KIFBP LDB1 MXD4 NADSYN1 NFKB2 PCDH1 PGM2L1 RALBP1 RASSF1 RBM4 SKAP2 SLC2A4 SMAD6 SMARCA2 SMARCA4 SNAPC2 ST6GALNAC4 STARD10 TBX2 TNFSF10 TNFSF13 MEINHOLD_OVARIAN_CANCER_LOW_GRADE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEINHOLD_OVARIAN_CANCER_LOW_GRADE_DN BAP1 CCNB2 CFL1 FASN JTB KIF14 MCM6 MRPL9 NCK1 PCCB PTP4A2 RAD21 RHEB SNRPB STARD7 STAT1 TPX2 TUBA1B UVRAG MEINHOLD_OVARIAN_CANCER_LOW_GRADE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEINHOLD_OVARIAN_CANCER_LOW_GRADE_UP BMERB1 BTBD2 CAST CDKN1A CLDN10 CTNNAL1 EIF1 KIF13B PARP4 ST6GALNAC2 TMX4 TSPAN3 MEISSNER_BRAIN_HCP_WITH_H3K27ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEISSNER_BRAIN_HCP_WITH_H3K27ME3 ADAMTS14 AEBP1 ALDH1A3 ALX1 ALX3 ALX4 AMN ANKRD53 AQP5 ATP2A3 B3GNT3 B4GALNT2 BARHL1 BARHL2 BARX1 BCL3 BHLHE23 BMP8B BNC1 CALB2 CALCR CBLC CDCP1 CDX1 CDX2 CELSR1 CHAT CHMP4C CHRNA3 CLDN3 CLDN4 CLDN7 COL13A1 COL8A2 CRB3 CRLF1 CYP24A1 CYP26A1 CYP4F22 DBX1 DHH DIO3 DLK1 DLX3 DLX4 DMBX1 DMC1 DMGDH DMRT1 DMRT3 DMRTA1 DRAXIN DRD4 DRGX ECEL1 EMILIN3 EPCAM ERFE ESPN ESX1 EVX1 FAM89A FEV FFAR4 FGF17 FGF20 FGF3 FGF4 FGF8 FGFR4 FOXA2 FOXB1 FOXB2 FOXC2 FOXD2 FOXD3 FOXD4 FOXE1 FOXE3 FOXL1 FOXN4 GAL GATA3 GATA4 GATA5 GBX1 GBX2 GDF7 GFI1 GFRA3 GJA3 GLP1R GNAS GNMT GPR50 GRB10 GRIN3B GSC GSX2 HAND1 HAND2 HELT HES2 HES3 HMGA2 HMX1 HMX2 HMX3 HNF1B HOXA10 HOXA11 HOXA13 HOXA4 HOXA5 HOXB4 HOXB5 HOXB6 HOXB7 HOXB9 HOXC11 HOXC12 HOXC13 HOXC4 HOXC5 HOXC8 HOXD1 HOXD10 HOXD11 HOXD12 HOXD13 HOXD8 HOXD9 IGF2 IGF2BP1 IGF2BP3 IGFBPL1 IKZF3 IL12RB2 INSM2 INSRR IRF6 IRS3P IRX2 IRX4 IRX6 KCNE5 KCNK15 KCP KDF1 KRT18 KRT19 KRT7 LARGE2 LBX1 LBX2 LGR6 LHX1 LHX3 LHX5 LHX8 LMX1A LMX1B LOXL1 LTBP2 MAFA MARCKSL1 MESP1 MFSD6L MIXL1 MMP2 MNX1 MYOD1 NAGS NCMAP NEUROG1 NEUROG3 NKX2-1 NKX2-4 NKX2-5 NKX3-2 NKX6-1 NOTCH3 NPAS1 NPY NTF4 OLIG3 ONECUT3 OTOP1 OTP OVOL1 PAX1 PAX2 PAX7 PCSK9 PDX1 PHOX2A PITX1 PITX2 PKP1 PLBD1 PLEKHG6 POU2F3 POU4F2 POU4F3 PPM1N PRDM13 PRDM14 PRDM6 PROM2 PRR5 PRRX2 PRSS50 PTF1A PYY RAX RBMXL2 REM1 RHCG RSPO4 SALL4 SCARF2 SCNN1B SFRP5 SIM1 SIM2 SIX1 SIX2 SIX6 SLC18A2 SLC18A3 SLC30A2 SLC44A3 SLC47A1 SLC47A2 SLC5A5 SLC6A2 SPAG16 SPAG6 SPINT1 TBX1 TBX21 TBXT TCFL5 TDH TDRD6 TFAP2C TFAP2E THBS4 THEM7P TLX1 TLX2 TLX3 TMEM171 TMEM30B TMEM54 TNFAIP2 TNXB TP73 TPM2 TRPV4 UNCX UTF1 VAX2 VSX2 WDR86 WNT10B WNT2B WNT3 WNT3A WNT7B WT1 ZNRF4 MEISSNER_BRAIN_HCP_WITH_H3K4ME2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEISSNER_BRAIN_HCP_WITH_H3K4ME2 ANK1 AUNIP B3GNT8 BASP1 CD164L2 COL23A1 DLGAP1 FAM83F FRAT1 HSD11B2 KL LANCL3 MESP2 MYO5C NRXN2 SHISA7 TGIF2 YBX2 MEISSNER_BRAIN_HCP_WITH_H3K4ME2_AND_H3K27ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEISSNER_BRAIN_HCP_WITH_H3K4ME2_AND_H3K27ME3 ACAN AQP3 ARID3C ARTN ATOH1 BMP8A CHST6 COL2A1 COMP CRABP1 DUSP9 EMID1 EOMES FAM83G FLNC FOXA1 FOXI2 GALR2 GDF6 HCK HOXA1 HROB HTRA3 IHH IL27RA ILDR1 ITGB4 KCNQ1 LHX6 LOXL2 LPAR3 LRRC15 MAPK13 MCOLN2 MPIG6B NR4A3 NRTN OXT PITX2 PPIC PRPH RAB37 SBSPON SHISA3 SLC34A2 SLC6A4 SOWAHD SPHK1 TCEA3 TCP11 TEAD2 TMPRSS2 TNFSF11 TSC22D3 TWIST1 USH1G VGLL2 VSX1 VWA2 WNT9B MEISSNER_BRAIN_HCP_WITH_H3K4ME3_AND_H3K27ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEISSNER_BRAIN_HCP_WITH_H3K4ME3_AND_H3K27ME3 A4GALT ABAT ABHD15 ABLIM3 ABT1 ABTB2 ABTB3 ACE ACER2 ACP7 ACSF2 ADA ADAMTS15 ADAMTS17 ADAMTS18 ADAMTS19 ADAMTS2 ADAMTS5 ADAMTS7 ADAMTS8 ADAMTSL5 ADAP2 ADCY7 ADGRB2 ADGRE5 ADGRG6 ADGRV1 ADORA2A ADORA2B ADRA1B ADRA1D ADRA2A ADRA2B ADRA2C ADRB2 AFAP1L1 AFAP1L2 AGPAT2 AHNAK AIF1L AJUBA ALDH1A2 ALOX12 ALPL ALS2CL AMIGO2 ANKRD33B ANKRD63 ANLN ANO1 ANO5 ANTXR2 ANXA2 AP1M2 AP1S3 AREG ARG2 ARHGAP10 ARHGAP11A ARHGAP27 ARHGAP28 ARHGAP29 ARHGEF17 ARHGEF26 ARHGEF39 ARX ASAP3 ASCL1 ASCL2 ASIC2 ASPM ASS1 ATF3 ATOH8 ATP10A ATP12A ATP1B1 ATP6V1C2 ATP7B ATP8B1 AVPR1A B3GAT2 B3GNT5 BACE2 BAG3 BAIAP2L1 BARX2 BATF3 BCAN BCAR3 BCL2L11 BDNF BFSP1 BHLHA9 BHLHE22 BIK BMP2 BMP3 BMP6 BMP7 BNC2 BOLL BUB1 BVES C12orf56 C1QL1 C1QL2 C1QL3 C1QTNF4 C1orf115 C2CD4C C4orf19 C6orf141 CA10 CA4 CABP7 CACNA2D2 CACNG4 CARD10 CARHSP1 CARTPT CASZ1 CAVIN1 CBFB CBLN1 CBLN2 CBLN4 CBS CCBE1 CCDC102A CCDC125 CCDC3 CCDC88C CCKBR CCN1 CCN2 CCN3 CCNA1 CCND1 CCNO CD24 CD248 CD302 CD63 CD83 CD9 CDC14A CDC42EP1 CDCA7 CDH1 CDH13 CDH22 CDK1 CDK18 CDKN1C CDKN2A CDKN2B CEMIP CERKL CFAP206 CFAP299 CGAS CGNL1 CH25H CHRD CHRNA5 CHRNB2 CHST7 CHST8 CISH CLCF1 CLDN11 CLDN23 CLDN5 CLIC5 CLIC6 CLSPN CMTM7 CMTM8 CNIH3 CNKSR3 CNN2 CNNM1 CNTN2 COA6 COCH COL12A1 COL15A1 COL18A1 COL19A1 COL26A1 COL27A1 COL5A1 COLEC12 COPZ2 CORIN CPNE2 CPNE5 CPNE7 CPNE9 CPT1A CPXM1 CRACR2B CREB3L1 CRISPLD2 CRTAC1 CRYBA2 CSPG4 CSRP2 CTDSP1 CTSH CWH43 CXADR CXCL12 CXCL14 CXCL16 DAB2 DAPK2 DBX2 DCXR DDAH2 DDIT4L DEPDC1B DHRS3 DIPK1C DIRAS2 DISC1 DLC1 DLL3 DLL4 DLX1 DLX2 DLX5 DMRT2 DMRTA2 DNAAF6 DNAH11 DOCK1 DOCK5 DOCK8 DOK1 DPP10 DPP6 DPYSL5 DRD2 DRD5 DSG2 DTL DUSP10 DUSP4 DYSF E2F2 E2F7 E2F8 EBF1 EBF2 EBF3 EBF4 ECHDC2 ECT2 EDARADD EDN3 EFHD1 EFNA5 EGFLAM EGFR EGLN3 EGR2 EGR3 EGR4 EIF4EBP1 ELFN1 EMB EMILIN2 EMP2 EMX1 EMX2 EN1 EN2 ENPP1 ENTPD2 EPAS1 EPB41L1 EPHA2 EPHA3 ERBB2 ERBB3 ERBIN ERICH2 ESRP2 ESRRB ESYT3 ETNK2 EVA1A EVA1B EYA1 EYA4 EZR F11R F2RL1 F3 FAM110C FAM163A FAM181B FAT4 FBLN2 FBLN7 FBXL7 FEZF2 FGF11 FGF19 FGF5 FGF9 FGFR2 FGFR3 FHDC1 FHL3 FIBCD1 FIGN FLI1 FLT1 FLVCR2 FN1 FOSL1 FOXC1 FOXD1 FOXF1 FOXF2 FOXJ1 FOXL2 FOXP4 FOXQ1 FREM2 FRMD4B FRZB FST FUT4 FXYD6 FZD10 FZD2 FZD5 FZD6 FZD7 GAB1 GAD1 GAD2 GADD45B GALNT14 GALNT3 GALNT6 GALR1 GALR3 GAS1 GATA2 GATA6 GCH1 GCNT1 GDNF GFRA1 GHSR GIPC2 GIPC3 GJB2 GJB6 GJC1 GJD2 GJD3 GLDC GLDN GLI2 GLI3 GLIPR2 GLIS1 GLIS3 GNA14 GNAL GNAS GNG13 GPC3 GPC5 GPR139 GPR150 GPR26 GPR83 GPR88 GPRC5C GREM1 GRHL2 GRHL3 GRID2IP GRIK3 GRIN2C GRM8 GRTP1 GSX1 GUCY2D GULP1 GXYLT2 GYPC H1-5 HAPLN4 HAS3 HCN1 HCN4 HCRTR1 HES1 HEYL HHEX HHIP HIC1 HJURP HK2 HLX HMCN1 HRH1 HRH3 HS3ST2 HS3ST3A1 HS3ST3B1 HS3ST5 HS3ST6 HSPA2 HTR1A HTR1B HTR1F HTR2C HTR7 HTRA1 HTRA4 ICAM5 ICOSLG ID2 ID3 ID4 IER2 IGDCC3 IGF2BP2 IGFBP2 IGFBP4 IGFBP5 IGFBP7 IGSF21 IKZF1 IL17RA IL17RB IL17RD IL4R IL7 INA INAVA INHBB IRAK3 IRF5 IRF8 IRS4 IRX1 IRX3 IRX5 ISL1 ISL2 ITGA4 ITGA5 ITGA7 ITGA8 ITGA9 ITGB5 ITPKA ITPKB ITPR3 ITPRIPL2 JAG1 KANK1 KANK4 KCNA3 KCNA7 KCNC3 KCNF1 KCNG3 KCNH1 KCNH2 KCNH3 KCNH8 KCNJ10 KCNJ4 KCNJ6 KCNJ8 KCNK12 KCNK13 KCNK6 KCNK9 KCNQ2 KCNS3 KCTD1 KCTD11 KDELR3 KDR KIAA1217 KIF18B KIF23 KIF26B KIRREL2 KISS1R KIT KITLG KLF2 KLF4 KLHL14 KLK8 KLRG2 KREMEN2 L3MBTL4 LAD1 LAMA1 LAMB1 LAMC2 LAMC3 LDLRAP1 LEF1 LEMD1 LFNG LGALS3 LGR5 LHFPL2 LHFPL5 LHFPL6 LHX2 LHX9 LIN7A LITAF LLGL2 LMO1 LOX LOXL4 LPCAT2 LPL LRP2 LRP5 LRRK1 LTB4R2 LTBR LY75 LYN LYPD1 LYZL4 MAF MAFB MAFF MAL MAL2 MAP3K20 MAP3K21 MAP3K6 MAPK12 MARVELD3 MAST1 MATN4 MBNL3 MBOAT1 MCAM MCIDAS MCUB MDFIC MDGA1 MECOM MEGF11 METRN MFSD2A MGARP MGAT5B MINAR1 MKX MLKL MLXIPL MMP14 MMP23B MMP25 MMP28 MOB3B MOCOS MOXD1 MSX1 MSX2 MTFR2 MTUS1 MYB MYBL2 MYCN MYO10 MYO16 MYO5B MYOCD N4BP3 NAPRT NBL1 NCAPH NDNF NDRG1 NDRG2 NECTIN2 NEFH NELL1 NES NEUROD1 NEUROD2 NEUROG2 NFATC1 NFATC2 NFE2L2 NFE2L3 NFIB NFIX NGF NHERF1 NIBAN1 NID2 NIFK NIPAL4 NKD2 NKX1-2 NKX2-2 NKX3-1 NKX6-2 NME2 NODAL NOG NOTCH1 NOTUM NOX4 NPNT NPR1 NPR3 NPTX2 NPY5R NR2E1 NR4A2 NRARP NRG3 NRIP3 NTF3 NTN1 NTN4 NTSR1 NTSR2 NUAK2 NXN NXNL2 NXPH3 NXPH4 OAF OCLN ODF3B OLIG1 OLIG2 ONECUT1 ONECUT2 OPRD1 OR2I1P OSMR OSR2 OTX1 OTX2 OVOL2 OXTR P2RX2 P2RX5 P2RY1 P2RY2 PAPPA PAQR5 PAQR9 PARP14 PAWR PAX3 PAX6 PCDH17 PCDH8 PDE10A PDE1B PDE3A PDE4A PDE5A PDE8A PDE9A PDGFD PDGFRA PDLIM1 PDLIM2 PDLIM5 PDZRN3 PEAR1 PENK PERP PGF PGM5 PHLDA2 PHLDB2 PIF1 PIK3AP1 PIK3R5 PIMREG PITX3 PKDREJ PKIB PKP2 PLAG1 PLCG2 PLD5 PLEKHA2 PLEKHF1 PLEKHG3 PLK5 PLLP PLOD2 PLPP2 PLPP3 PLPP4 PLTP PLXNA4 PMAIP1 PMP22 PODN PODXL POPDC3 POU3F2 PPARA PPARGC1B PPL PPM1J PPM1L PPP1R14A PPP1R1B PPP1R3B PRDM1 PRDM16 PRDM8 PRKCH PRKCQ PRKCZ PRKG1 PRLHR PRODH PROK2 PROKR2 PROM1 PROS1 PROX1 PRR5L PRRG4 PRSS12 PRSS23 PSTPIP2 PTCH2 PTGER2 PTGER3 PTGER4 PTGIS PTH2 PTHLH PTPN14 PTPN18 PTPN3 PTPN5 PTPRB PTPRK PTPRO PTPRU PXDC1 QRFPR RAB11FIP1 RAB20 RAB3B RALYL RAP1GAP2 RASEF RASGRF1 RASGRF2 RASSF10 RASSF7 RBP4 RBPMS RBPMS2 RCSD1 RELN RERG RET RGS10 RGS6 RGS7BP RGS9BP RHBG RHOC RIN3 RIPK4 RIPPLY3 RNF152 RNF220 ROR1 ROR2 RPRM RPRML RRAD RRAS2 RRM2 RSPO1 RSPO2 RSPO3 RUNX1 S100A11 S1PR1 S1PR3 SALL1 SALL3 SAPCD2 SASH1 SATB1 SATB2 SCARA3 SCIN SCN4B SCN5A SCNN1G SCRT1 SCUBE1 SCUBE2 SCUBE3 SDC1 SDC4 SEC31B SELENOV SEMA3C SEMA3F SEMA5B SERINC2 SERPINE2 SERTM1 SEZ6L SFI1 SFMBT2 SFRP1 SFRP2 SGO1 SH3PXD2A SHC4 SHE SHISA2 SHISA6 SHISAL2B SHOX2 SHROOM1 SHROOM3 SIDT1 SIGIRR SIX3 SIX4 SKAP2 SLC12A4 SLC12A7 SLC13A3 SLC13A5 SLC16A10 SLC16A12 SLC16A3 SLC16A9 SLC1A3 SLC1A5 SLC22A3 SLC24A4 SLC25A13 SLC25A21 SLC26A4 SLC27A2 SLC29A4 SLC2A4 SLC30A10 SLC30A3 SLC32A1 SLC35D3 SLC39A8 SLC43A1 SLC44A5 SLC4A11 SLC4A4 SLC6A1 SLC6A11 SLC6A17 SLC7A10 SLC7A2 SLC9A2 SLC9A3 SLCO2A1 SLCO4C1 SLCO5A1 SMAD6 SMAGP SMC4 SMO SMOC1 SMOC2 SMTNL2 SNAI1 SNCAIP SNED1 SNTB1 SNTG2 SNX22 SNX33 SNX7 SNX8 SORCS2 SOWAHA SOWAHB SOX1 SOX1-OT SOX13 SOX18 SOX2 SOX21 SOX3 SOX7 SOX9 SP5 SP8 SP9 SPC25 SPIDR SPON1 SPRY4 SPSB4 SSTR1 ST14 ST6GALNAC2 ST8SIA2 STAC STAC2 STAT5A STIL STK17B STK32A STOM STRIP2 STXBP6 SULF2 SVEP1 SVIL SWAP70 SYNE3 SYNGR2 SYNGR3 SYPL2 SYT13 SYT14 SYT2 SYT6 TACR3 TACSTD2 TAFA2 TAGLN2 TAP1 TBR1 TBX15 TBX18 TBX2 TBX3 TC2N TCERG1L TCF15 TCF7L2 TEAD4 TEC TENM4 TENT5B TES TESC TFCP2L1 TGFB1 TGFB2 TGFBR2 THBD THEMIS2 THPO THSD7B TICRR TIFA TLL1 TLL2 TMC6 TMEM108 TMEM151B TMEM163 TMEM181 TMEM37 TMEM51 TMEM63A TMEM98 TNFAIP8 TNFAIP8L3 TNFRSF10B TNS3 TOP2A TP53I11 TPBG TPM1 TRHDE TRIL TRIM14 TRIM25 TRIM36 TRIM47 TRIM58 TRNP1 TRPM3 TRPM6 TSKU TSPAN12 TSPAN15 TSPAN18 TTK TUBA1C TUBB2B TUBB6 TWIST2 TXNIP UACA UBE2C UCN UCP2 UHRF1 UNC13B UNC5B USP18 UTRN VAMP5 VASH2 VAT1L VAV2 VAX1 VDR VGF VIM VIPR1 VIPR2 VSIG10 VSIR VSTM2B VSTM2L VSTM4 VWC2 WIF1 WNK4 WNT1 WNT10A WNT11 WNT4 WNT5A WNT6 WNT7A WNT9A WRAP73 WWTR1 ZBTB7B ZBTB7C ZC3H12A ZC3HAV1 ZFP36 ZFP36L2 ZIC1 ZIC2 ZIC3 ZIC5 ZNF217 ZNF296 ZNF503 ZNF536 ZNF804A MEISSNER_BRAIN_HCP_WITH_H3_UNMETHYLATED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEISSNER_BRAIN_HCP_WITH_H3_UNMETHYLATED ACTL7B ADAD1 BHLHA15 C19orf67 C5orf47 CAMKK2 DDX3X DDX4 DES DPEP3 EPPK1 EZHIP FKBP6 FSTL3 HORMAD1 HSF5 KCNG1 MAEL MSH4 MTARC1 MYCN NAA11 NPB NRK NSMCE3 OMP PAPOLB PDHA2 PHETA2 RNF17 SLC25A31 SPEG SPO11 SYCP1 SYCP2 SYCP3 TAF7L TDRD1 TNFRSF25 TTC22 MEISSNER_BRAIN_ICP_WITH_H3K4ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEISSNER_BRAIN_ICP_WITH_H3K4ME3 ATP6V1G2 C5orf34 CAPN1 CCDC160 COL6A2 CORO1A DRC3 FAM3A FOXS1 GDAP1L1 GGT7 KCNIP2 LSG1 MPI NCKAP5 NOSIP PAK5 PAK6 PPP2R3C PRPF31 RAB13 RBM4 RNF208 RPL19 RTTN SHANK2 STOML1 TBC1D22B TRIQK WDR83OS ZIK1 MEISSNER_ES_ICP_WITH_H3K4ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEISSNER_ES_ICP_WITH_H3K4ME3 ATP6V1G2 C5orf34 CAPN1 CCDC160 COL6A2 DRC3 EPPK1 FAM3A GDAP1L1 KCNIP2 LSG1 MPI NCKAP5 NOSIP PAK6 PALM3 PPP2R3C PRPF31 RAB13 RBM4 RNF208 RPL19 RTTN S1PR4 SHANK2 STOML1 TAL2 TBC1D22B TLR2 TRIQK WDR83OS ZIK1 MEISSNER_ES_ICP_WITH_H3K4ME3_AND_H3K27ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEISSNER_ES_ICP_WITH_H3K4ME3_AND_H3K27ME3 ADAM33 CNMD CORO1A EPN3 EVPL FOXS1 GGT7 LYL1 MOGAT1 PAK5 PROKR1 TNFRSF13C TSPAN11 TSSK3 MEISSNER_NPC_HCP_WITH_H3K27ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEISSNER_NPC_HCP_WITH_H3K27ME3 AJM1 ALX1 ALX3 ATP12A ATP2B2 B4GALNT2 BHLHE23 C1QTNF4 CA10 CARTPT CBLN2 CCKBR CDX2 COL15A1 CRB3 CYP2S1 DIO3 DMRT1 DRD2 FEZF2 FOXL1 FOXN4 FSTL4 GATA5 GFI1 GPR139 GPR37 GRM7 GSX2 HCK HES2 HNF1B HOXA10 HOXA11 HOXB4 HOXB5 HOXB6 HOXB7 HOXB9 HOXC11 HOXC12 HOXC13 HOXC8 HOXD10 HOXD12 HOXD9 HTR1A IGF2BP1 JHY KCNK15 KCNQ1 LHX5 MESP1 MIXL1 NELL1 NEUROG3 NKX2-5 OTOP1 OTP PAX7 PDX1 POU2F3 PPM1N PRDM13 PRKCZ PYY RIPK4 SCNN1G SFRP5 SIGIRR SIX6 SLC7A14 ST8SIA3 TCFL5 TFAP2C TMEM114 TMEM181 VSTM2L WNT10A MEISSNER_NPC_HCP_WITH_H3K4ME2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEISSNER_NPC_HCP_WITH_H3K4ME2 AATK ABCA2 ABCB4 ABLIM3 ABR ACBD4 ACE ACHE ACOT12 ACSS1 ADA ADAM11 ADAM23 ADAMTS18 ADAMTS19 ADAMTS5 ADAMTSL4 ADAP2 ADCY3 ADRA1B ADRA1D ADRB2 AEBP1 AGBL4 AGTRAP AIFM2 AIG1 AK8 ALDH1A3 ALPL ALX4 ANK1 ANKRD13D ANKRD35 ANXA2 AQP5 ARC ARHGAP28 ARHGAP29 ARHGDIG ARHGEF25 ARVCF ATP1A3 ATP9A AVPR1A B3GALT4 B3GNT5 BARX1 BATF3 BCL11A BCORL1 BMP3 BMP7 BOLL BRINP1 BRSK2 BSN BTBD6 C16orf74 C18orf21 C19orf12 C19orf67 C2CD4C C2orf88 C7orf31 C8orf34 CACNA1B CACNA1G CALB2 CAMSAP3 CARD10 CASD1 CBS CCDC116 CCDC122 CCDC17 CCDC184 CCDC3 CCNA1 CCNB2 CD248 CDKN1C CEBPB CELF4 CEP170B CFAP20DC CGAS CH25H CHD5 CHGB CHRNA7 CHRNB2 CIB2 CLMP CNIH2 COL12A1 COL16A1 COL18A1 COL23A1 COL25A1 COL2A1 COL9A3 COMP COPZ2 CPLX2 CPXM1 CPXM2 CREB3L1 CREG2 CRLF1 CSRP1 CTSF CYB561 CYP46A1 CYRIB CYS1 DAPK2 DCAF12L2 DECR1 DIPK1B DIPK1C DIRAS2 DLEU7 DLK1 DLL3 DLX4 DNAJA4 DNAJC15 DNAJC6 DNM1 DOC2A DPP6 DPYSL4 DRD4 DTX1 DUSP15 DUSP18 DYNC1I1 DYSF EBF2 EDARADD EFNA2 ELAVL2 ELOVL2 EMILIN2 EMP2 EPB41L3 EPCAM EPOP ERFE ESPN FA2H FAM20A FAM241B FAM83F FBLN2 FBXL21P FCHO1 FGF12 FGF18 FGF2 FGF4 FHDC1 FLNC FMNL1 FOXA2 FZD6 GAD2 GALNT12 GALR2 GAS6 GATA3 GDA GDF10 GDF7 GIPC3 GLT1D1 GNAL GNAZ GOLGA7B GP1BB GPC3 GPR101 GPR150 GPR153 GPR50 GPRIN1 GRHL3 GRIK2 GRIK4 GRIN2D GRK3 GRTP1 GSC GULP1 H1-0 HAPLN4 HAS3 HES3 HFM1 HHIPL1 HIC1 HMGA1 HOXD8 HPS1 HPS6 HRH1 HS3ST3A1 HSD11B2 HTR1B HTR6 HYI IKZF1 IL10RB IL13RA1 IL17RA IL4R IL7 INSM1 IRF8 IRX6 ITGB3 ITPKA ITPR3 KCNB1 KCNE5 KCNF1 KCNH4 KCNJ10 KCNJ8 KCNK2 KCNK6 KCNQ4 KCTD15 KIAA1217 KIAA1755 KIF16B L3MBTL1 LGI2 LGR6 LHFPL4 LHX9 LIF LLGL2 LMTK2 LMX1B LOX LOXL2 LPAR3 LPGAT1 LRRC3 LRRC3B LRRC75A LRRK1 LRTM2 LSR LTBP4 LTK LY6E LY75 LYZL4 MAP4K2 MAP7 MAP7D2 MAPK8IP1 MARCHF10 MARCHF11 MARCHF4 MARCHF9 MATK MBP MFHAS1 MFSD2A MFSD4A MFSD4B MGAT5B MLKL MLXIPL MN1 MND1 MPG MT2A MTMR7 MTUS2 MXRA7 MYO1C MYO5B N4BP3 NECAB2 NENF NET1 NEURL1 NEXN NFATC2 NFE2L3 NHERF2 NKD2 NKX1-2 NKX3-1 NKX6-2 NMB NMI NNAT NPR2 NPTX2 NPY NRG3 NRIP3 NRK NRTN NSD1 NSUN7 NTF4 NXNL2 OLFM1 OLFML2B ONECUT2 OSBP2 OTUD7A PACSIN1 PARP12 PATJ PCDHAC1 PCED1B PDE4DIP PDE8A PDLIM1 PEAR1 PERP PEX7 PGAP2 PGF PIK3AP1 PITPNM3 PKP2 PLAGL1 PLD2 PLEKHA2 PLPP2 PLPPR4 PLPPR5 PLS1 PLXDC1 PM20D2 POPDC3 PPP1R14A PRDM8 PRICKLE2 PRIMA1 PRKG2 PRR5 PRRG4 PRRX2 PTGR2 PTHLH PTPRB PTPRE RAB37 RAB43 RAC3 RADIL RAI1 RAMP2 RAP1GAP RAPGEFL1 RASAL1 RASGRP1 RAVER2 RBFOX1 RBP4 RCAN2 RCSD1 REEP2 RFTN1 RFX2 RHOF RIMKLA RIMS1 RNF144B ROR2 RRAD RSPO4 RTL6 RTN1 S100A11 SAMD10 SBSPON SCN1B SCUBE2 SEMA3F SEMA4B SEMA4D SERTAD4 SETD6 SHCBP1L SHE SHISA7 SIDT1 SLC12A7 SLC16A12 SLC16A9 SLC1A6 SLC25A13 SLC27A2 SLC27A3 SLC2A4 SLC2A6 SLC32A1 SLC35F3 SLC37A1 SLC37A2 SLC44A1 SLC44A5 SLC4A3 SLC6A4 SLC8A3 SLCO5A1 SLIT3 SLITRK4 SMAD9 SMAGP SMPDL3A SNAI1 SNCB SNTA1 SNX22 SNX32 SOX1-OT SOX30 SPINT2 SPOCK1 SPOCK2 SRRM4 SRSF12 STARD10 STK26 SVOP SYNC SYNGR3 SYPL2 SYT13 SYT6 TAGLN2 TC2N TCEA2 TCEA3 TCERG1L TCF7 TENT5B TERT TES TLCD4 TLL2 TM6SF1 TMEM117 TMEM121B TMEM132D TMEM151B TMEM238 TMEM62 TNFAIP8L3 TNFSF11 TPM1 TRIM14 TRIM65 TRNAU1AP TRPM3 TRPV4 TSC22D3 TTC34 TTC39A TTC9B TWIST2 UCKL1 UCP2 UNC119 USP2 VDR VIPR2 VWA1 WDR31 WNK4 WNT2 WNT2B WTIP XK YBX2 YDJC ZC3HAV1 ZDHHC23 ZFTA ZMAT4 ZNF804A MEISSNER_NPC_HCP_WITH_H3K4ME2_AND_H3K27ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEISSNER_NPC_HCP_WITH_H3K4ME2_AND_H3K27ME3 A4GALT ABCG1 ACAN ACTL6B ADAMTS2 ADGRB1 ADRA2C AFF3 AGPAT2 AHNAK AHR ALDH1A2 ALK AMER3 AMIGO2 ANKRD34B ANKRD63 ARID3C ASCL2 ATP2B2 ATP2B3 ATP6V1C2 B3GNT7 BAIAP2L1 BICDL1 BIK BMP6 BMP8A BNC1 BNC2 C12orf56 C1QL1 C1QL2 CA7 CABP7 CACNA1I CACNA2D2 CADM3 CADPS CADPS2 CALCR CASZ1 CBLN4 CCDC92B CDH1 CDH11 CDH8 CDK5R2 CELSR1 CHAT CHRNA4 CITED4 CLCF1 CLGN CLSTN2 CNNM1 CNTN2 COBL COL13A1 COLEC12 CPEB1 CPLX1 CPNE5 CRABP1 CRHR1 CRTAC1 CRYBA2 CXCL14 CYP26A1 DACT2 DBX1 DLGAP2 DLX3 DLX5 DMBX1 DMRT2 DMRT3 DNAH11 DOCK8 DOK4 DPP10 DSCAM DSCAML1 ECEL1 EGFLAM EIF4E3 ELAVL3 EMX1 EVA1A EVX1 FAM163B FAM43B FAM78A FAM89A FBLL1 FEV FFAR4 FGF3 FGF8 FIBCD1 FLI1 FLT3 FOXB2 FOXC2 FOXD3 FOXD4 FOXE1 FOXE3 FOXF1 FOXF2 FOXG1 FOXQ1 GABBR2 GABRA5 GABRB1 GABRG3 GALNT13 GALNT14 GALR3 GATA2 GATA6 GBX1 GDNF GHSR GJA3 GJB2 GJD2 GJD3 GNAS GNG4 GPR27 GRIK3 GSX1 HCN1 HCN2 HCRTR1 HELT HMX1 HMX2 HMX3 HOXA13 HOXC5 HOXD1 HOXD11 HOXD13 HR HRH3 HRK HS3ST6 HTR7 IGF2 IGFBPL1 IGSF21 IHH IKZF3 INSM2 IQSEC3 IRF5 ISL1 ITGA3 JAG2 JPH3 KCNA1 KCNA3 KCNA7 KCNC4 KCNG3 KCNH1 KCNH8 KCNK1 KCNK12 KCNK3 KCNQ2 KCNS2 KCNS3 KCTD8 KIRREL2 LAD1 LAMA1 LBX1 LEMD1 LHX6 LHX8 LMX1A LRRC26 LTBP2 LY6H MAFA MAL MAP3K21 MAST1 MCIDAS MMP24 MROH5 MSC MSX2 MYRIP NALF1 NALF2 NEFH NEUROD2 NFATC2 NKX2-1 NKX2-4 NKX6-1 NOG NOTUM NPAS1 NPAS2 NPR3 NPTXR NXPH3 OAF OCLN ONECUT3 OPRD1 OVOL1 OVOL2 P4HA2 PAPPA PAQR9 PARD6B PAX1 PAX2 PAX3 PDGFB PENK PGBD5 PHF24 PHLDA2 PITX1 PLD5 PLK5 PLPPR3 PODN POU4F2 POU4F3 PPP2R2C PRDM16 PRDM6 PRMT8 PROK2 PROKR2 PRPH PRR16 PTF1A PTGER3 PTGFRN PTH2 PTPRN2 PTPRT RAB11FIP1 RAB11FIP4 RALYL RAP1GAP2 RASGEF1C RASGRF1 RBFOX3 RERG RET RGS6 RPRML RSPO1 RTN4R RYR2 SALL4 SCN4B SCN5A SCRT1 SCUBE1 SCUBE3 SEMA7A SERINC2 SFRP1 SGPP2 SHISA6 SIM1 SIM2 SIX2 SLC12A5 SLC18A3 SLC22A3 SLC26A4 SLC30A10 SLC30A3 SLC6A17 SLC9A2 SLCO4C1 SMOC2 SNTG1 SORCS3 SOWAHB SOX18 SP8 SPINT1 SPIRE2 SPTBN2 SRCIN1 ST6GAL2 ST8SIA6 STAC2 STBD1 STUM STX3 STXBP2 STXBP5L SULT4A1 SYNDIG1L SYNE3 SYT12 SYT14 SYT2 TBX1 TBX21 TBX3 TBXT TCF15 TDRP TESC TGFB1 TLX1 TLX2 TLX3 TMEM132E TMEM150C TMEM151A TMEM163 TP73 TRNP1 UCN UNC5D UNCX UTF1 VAT1L VAX1 VGLL2 VIPR1 VSX1 VWA2 WNT1 WNT3A WNT4 WNT6 WNT9A WNT9B WSCD2 XKR4 XKR7 ZNF296 ZNF536 MEISSNER_NPC_HCP_WITH_H3K4ME3_AND_H3K27ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEISSNER_NPC_HCP_WITH_H3K4ME3_AND_H3K27ME3 ABLIM2 ADAMTS8 ADORA1 ADORA2B ADRA2A ADRA2B AK5 ANKRD33B ARG2 ARHGAP44 ATOH1 ATOH8 ATP7B B4GALNT3 BHLHE22 BMF CAMKK1 CBLN1 CCDC85A CCNO CDH22 CDKN1A CDS1 CELSR3 CHRNA5 CHST8 CLDN23 COCH COL27A1 CSMD1 CWC22 CXCL12 DISP3 DLL4 EFCC1 EGR4 ELFN1 ELMOD1 EMB EOMES EPB41L1 EPHA10 EPHA2 ERBB3 ESRRB ETNK2 FBXO43 FGF11 FGF19 FGF5 FGF9 FHL2 FLT1 FOXB1 FOXO6 FRMD5 GAD1 GALNT3 GCH1 GDF6 GNAL GPAT3 GPC5 GPR45 GPR88 GPRC5C GREM1 GRM8 HCN4 HOXC4 ICA1L IGF2BP2 INA INF2 JPH1 KANK4 KCNH3 KCNJ4 KCNMA1 KHDRBS2 KIAA1549L KIF26B KIF5C KLHDC8A KNDC1 LMO2 MAP3K9 MAPK8IP2 MEGF11 MNX1 MYO1D NDRG1 NEFL NEFM NEUROG1 NEUROG2 NMNAT2 NPPC NRARP NTNG1 NXPH4 P2RY2 PCDH8 PDE4A PITX2 PLAG1 PLEKHG3 PLTP PLXNA4 PTPN5 PTPRU RAB15 RAB20 RASGEF1B RASSF5 RELN RGS9BP RNF152 RSPO2 SATB1 SFI1 SH3RF3 SLC24A2 SLC24A4 SLC35D3 SLC35F2 SMAD6 SOX1 ST8SIA2 STK32C SYNM TEAD4 TENM4 TMTC4 TSPAN18 TUB TUBA4A UNC5A VGF VSTM2B WDR20 WNK2 WNT11 MEISSNER_NPC_HCP_WITH_H3_UNMETHYLATED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEISSNER_NPC_HCP_WITH_H3_UNMETHYLATED AARD ABCB1 ABCB9 ABCC8 ABCG4 ABTB3 ACOT6 ACP7 ACTL7B ADAD1 ADAMTSL5 ADCY7 ADGRE5 ADGRG2 ADGRV1 ADORA2A ADSS1 AFAP1L1 AFAP1L2 AGBL2 ALDH1B1 ALOX12 AMN ANKRD53 ANO1 ANO5 ANXA11 AP1G2 AP1M2 AP1S3 AQP3 ARHGAP27 ARHGEF4 ARSI ARSJ ARTN ASIC2 ASS1 ATP2A3 B3GNT3 B3GNT8 BARHL1 BASP1 BCAT1 BCL3 BFSP1 BHLHA15 BHLHA9 BIRC3 BMP8B BSPRY C17orf97 C1orf115 C1orf216 C20orf144 C5orf47 C9orf24 C9orf50 CA4 CACNG2 CALN1 CAMKK2 CAMKV CASP8 CASTOR1 CAVIN1 CAVIN3 CBLC CCDC106 CCDC125 CCDC158 CCN2 CCN3 CD164L2 CD302 CD83 CDCP1 CDK18 CDKL1 CDO1 CDX1 CERKL CHCHD10 CHMP4C CHRNA3 CHST6 CLDN11 CLDN3 CLDN4 CLDN5 CLDN7 CLIC6 CLVS2 CMTM7 COL26A1 COL8A2 CORIN CPNE7 CPNE9 CRACR2B CRISPLD2 CRPPA CSPG4 CST6 CTSH CTSZ CUL9 CWH43 CXCL16 CYBA CYGB CYP24A1 CYP2R1 CYP4F22 CYP4V2 DAZL DBX2 DCDC2 DDIT4L DDX3X DDX4 DES DHH DHTKD1 DKK3 DLGAP1 DMC1 DMGDH DMRTA1 DNAAF6 DNAJB3 DOC2B DPEP3 DPP6 DRD5 DRGX DSC2 DSG2 DUSP26 DUSP9 ECE2 ECHDC2 EDN3 EEF1A2 EFNB3 EHBP1L1 EMID1 EMILIN3 ENTPD2 EOGT EPPK1 EPS8L2 ESRP2 ESYT3 EVA1B EVC EZHIP F11R F2RL1 FABP3 FADS3 FADS6 FAH FAM110C FAM163A FAM83G FAR2 FBLN7 FBRSL1 FBXO17 FGF16 FGF17 FGF20 FGF22 FGFR4 FKBP6 FLOT2 FLYWCH2 FOXI2 FSTL3 FUT4 GABRQ GAL GALNT6 GALR1 GCA GCNT1 GFRA2 GFRA3 GIPC2 GJB6 GLDN GLP1R GMIP GNA14 GNG13 GNMT GPR12 GPR156 GPR176 GPR26 GPR83 GPX3 GPX7 GRB10 GRHL2 GRIN2A GRIN2C GRIN3B GSAP GSDMD GSN GUCY2D GYPC HAND1 HEBP1 HENMT1 HEYL HHAT HIF3A HORMAD1 HS3ST2 HSF4 HSF5 HSPA12A HTATIP2 HTR1F HTR2C HTRA3 HTRA4 IFITM10 IGFBP6 IL12RB2 IL17RB IL27RA ILDR1 INSRR IRAK3 IRF6 IRS3P IRX4 ISYNA1 ITGA4 ITGB4 ITPRIPL2 KBTBD12 KCNA6 KCNG1 KCNH7 KCNIP1 KCNJ6 KCNK13 KCNK4 KCNK9 KCP KDF1 KL KLHL14 KLK8 KREMEN2 KRT18 KRT19 KRT7 KY L3MBTL4 LAMC2 LAMC3 LARGE2 LARP6 LBX2 LEKR1 LGALS3 LGI3 LHFPL5 LHX3 LHX9 LIN7B LINGO3 LOXL1 LOXL4 LPCAT2 LPL LRRC15 LTB4R2 LTBR LYPD6B MAB21L1 MAEL MAL2 MANSC1 MAP10 MAPK13 MARVELD2 MARVELD3 MATN4 MCOLN2 MCUB MESP2 METTL24 MEX3A MFSD6L MGARP MINAR1 MMP14 MMP2 MMP23B MMP25 MOCOS MOXD1 MPIG6B MPV17L MSH4 MTARC1 MYCN MYO5C MYOCD MYOD1 NAA11 NAGS NAP1L5 NAPRT NCMAP NCOA4 NDRG2 NGB NGF NIBAN1 NIPAL2 NIPAL4 NLGN2 NLRX1 NODAL NOX4 NPAS4 NPB NPEPL1 NPY5R NR4A3 NRXN2 NSMCE3 NTF3 NTSR1 NTSR2 ODF3B OLFM2 OLIG3 OMP OR2I1P OSMR OXT OXTR P2RX2 P2RX5 P4HTM PAPOLB PAQR5 PARP14 PARVB PCDHGA11 PCNX2 PCSK9 PCTP PDE4DIP PDGFD PDHA2 PDLIM2 PGM5 PHACTR3 PHETA2 PHF1 PHOX2A PIK3R5 PITPNM1 PKDREJ PKIB PKP1 PLBD1 PLCD1 PLEKHG6 PLLP PLSCR4 PPL PPM1J PPP1R3B PRDM14 PRKAG2 PRKAR1B PRLHR PROM2 PRORSD1P PRR15 PRRG3 PRRT3 PRSS50 PSD2 PTGER2 PTGIS QRFPR RAB3B RAB42 RARB RARG RASD1 RASEF RASGRF2 RASL10A RASSF10 RAX RBM43 RBMXL2 REM1 RGCC RHBG RHCG RIC3 RIN3 RIPOR2 RIPPLY3 RMDN2 RNF17 RNF225 RNH1 RPP25 S1PR3 SCARA3 SCARF2 SCIN SCNN1B SCX SDR39U1 SEC31B SELENOV SEMA4F SGK3 SH3D21 SHD SHFL SHISAL2B SHROOM1 SHROOM3 SHTN1 SLC13A3 SLC16A11 SLC16A3 SLC18A2 SLC1A1 SLC22A4 SLC25A21 SLC25A31 SLC26A8 SLC2A12 SLC30A2 SLC34A2 SLC39A8 SLC44A3 SLC45A1 SLC47A1 SLC47A2 SLC5A5 SLC6A11 SLC6A2 SLC7A10 SLC9A3 SLCO2A1 SLIT1 SMC1B SOWAHA SOWAHD SOX7 SP5 SPAG16 SPAG6 SPATA32 SPEG SPO11 SPTBN4 SSH3 SSTR1 SSTR4 ST14 ST6GALNAC2 STAC STAT5A STK32A SYBU SYCE2 SYCP1 SYCP2 SYCP3 SYT16 TACR3 TACSTD2 TAF7L TAF9B TBR1 TCF20 TDH TDRD1 TDRD6 TERB1 TFAP2E TFCP2L1 THBD THBS4 THEGL THEM7P THEMIS2 THSD7B TMC8 TMCO4 TMEM171 TMEM30B TMEM37 TMEM54 TMEM59L TMPRSS2 TNFAIP2 TNFRSF10B TNFRSF25 TNXB TPM2 TRIM25 TRIM36 TRIM47 TRIM58 TRPM6 TSNAX TSPAN2 TTC22 TTC38 TUBB4A TUBG2 USH1G VAMP5 VSIR VSTM4 VSX2 WDR86 WNT10B WNT3 WT1 ZNF124 ZNF641 ZNRF4 MEISSNER_NPC_ICP_WITH_H3K4ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEISSNER_NPC_ICP_WITH_H3K4ME3 ATP6V1G2 C5orf34 DRC3 FAM3A LSG1 MPI NOSIP PPP2R3C PRPF31 RAB13 RBM4 RPL19 RTTN STOML1 TBC1D22B TLR2 TRIQK WDR83OS ZIK1 MEISSNER_NPC_ICP_WITH_H3_UNMETHYLATED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEISSNER_NPC_ICP_WITH_H3_UNMETHYLATED ADAM33 CNMD COL6A2 EPN3 EPPK1 EVPL FOXS1 H1-7 KRT85 LEP LYL1 MOGAT1 NCKAP5 PAK6 PALM3 PLEKHG4 PPIH PROKR1 S1PR4 SHANK2 TNFRSF13C TSSK3 TUBA3C MELLMAN_TUT1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MELLMAN_TUT1_TARGETS_DN AGO2 AKR1A1 AKR1C3 AKR7A2 ALDH1A3 ALDH2 ANKRD1 APLP1 APOE BLOC1S5 BNIP3 CAT CCNA1 CCNE2 CPEB1 CPEB3 CPSF6 DDX17 EID3 GSTA4 GSTK1 GSTT2 HAGH HMOX1 IDH2 KLF10 KLF12 KLF5 KLF7 MGST3 NDUFS1 NQO1 NUDT21 PACSIN1 PACSIN3 PARN PCF11 PRDX1 PTBP2 PTPMT1 RAC3 RBM25 SCARA3 SHANK3 SNX10 TALDO1 TXNDC11 MELLMAN_TUT1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MELLMAN_TUT1_TARGETS_UP ATF6 CSNK2A1 DDX52 G6PD LARP1 MTHFD2 MTHFD2L NDUFV3 PAPOLG PTBP1 RPL23 RPL31 SDR42E1 SF3A2 SF3B6 SLU7 SNX13 SNX17 TKT TXNDC2 MENSE_HYPOXIA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MENSE_HYPOXIA_UP ABCB6 ADM ALDOC ANG ANGPTL4 ANKRD37 ASPH ATF3 BHLHE40 BHLHE41 BNIP3 BNIP3L C4orf3 CDK19 CEBPB CEBPD CLK3 CLPB CTTN DIDO1 DPCD EEF1AKMT3 EGLN1 ELL2 ENO2 ERICH1 ERO1A FAM110C FAM13A FAM162A FOXD1 FUT11 GADD45A GBE1 GNA13 GOSR2 GPI GPRIN3 HCFC1R1 HILPDA HK2 INSIG1 INSIG2 JMJD6 KDM3A KDM4B KDM4C KIAA2013 KLF4 KLF7 KLHL24 LARP6 LCORL LINC00938 LOC154761 LOX MAFF MED6 MIR210 MXI1 NADSYN1 NAMPT NDRG1 NFIL3 NOL3 OSMR P4HA1 P4HA2 PDK1 PEX13 PFKFB3 PFKFB4 PGK1 PLIN2 PLOD2 PPFIA4 PPP1R15A PPP1R3C PRELID2 PRPSAP1 RBPJ RIOK3 RNASE4 RORA SCD SERGEF SLC2A3 SOD2 SPAG4 STARD4 STC2 STK4 TC2N THAP8 TIPARP TMEM65 TSLP VEGFA WDR54 ZBTB25 MIDORIKAWA_AMPLIFIED_IN_LIVER_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIDORIKAWA_AMPLIFIED_IN_LIVER_CANCER ACACA ADCY2 ANKRD7 ARHGAP23 ASZ1 C17orf78 CACNB1 CAGE1 CAPZA2 CAV1 CAV2 CCN1 CCNY CFTR CREM CTTNBP2 CUL2 CWC25 DDIAS DDX52 DSP DUSP14 FAM181B FASTKD3 FBXL20 FZD8 GJD4 HNF1B LASP1 LRRC37A11P LSM8 MET MLLT6 MRPL45 MTRR PARD3 PCGF2 PIP4K2B PLXDC1 PRCP PSMB3 RDM1P5 RIOK1 RPL19 RPL23 RREB1 SNRNP48 SOCS7 SRCIN1 SSR1 ST7 SYNRG TADA2A TBC1D3B WNT2 MIKHAYLOVA_OXIDATIVE_STRESS_RESPONSE_VIA_VHL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKHAYLOVA_OXIDATIVE_STRESS_RESPONSE_VIA_VHL_DN AKR1B1 CALU CTSD HSPB1 OAT PGAM1 MIKHAYLOVA_OXIDATIVE_STRESS_RESPONSE_VIA_VHL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKHAYLOVA_OXIDATIVE_STRESS_RESPONSE_VIA_VHL_UP ATP5F1B CAPRIN1 CLIC1 DCTN2 EIF5A HYOU1 VIM MIKI_COEXPRESSED_WITH_CYP19A1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKI_COEXPRESSED_WITH_CYP19A1 ESRRA HNF4A NR2C2 NR2E3 NR6A1 THRA VDR MIKKELSEN_DEDIFFERENTIATED_STATE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_DEDIFFERENTIATED_STATE_DN COL6A2 EGR2 FGF7 FOXP1 GAS1 TGFB1 ZEB2 MIKKELSEN_DEDIFFERENTIATED_STATE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_DEDIFFERENTIATED_STATE_UP COBL DSG2 ETV5 FBXO15 FGF4 JARID2 PHC1 ZIC3 MIKKELSEN_ES_HCP_WITH_H3K27ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_ES_HCP_WITH_H3K27ME3 ADCYAP1 ALOX12B ARX CACNA1E DCC DEUP1 ELOVL3 HBZ HOXA3 HOXD12 HOXD4 HOXD8 INSRR KCND3 KCNIP1 KCNS1 LYPD4 MPPED1 NETO1 NR2F1 NR2F2 NTM OTOP3 PCDHA12 PCDHA2 PCDHA3 PCDHB12 PCDHB14 PCDHB15 PCDHB16 PCDHB18P PCDHB7 PHOX2B PRDM8 SLC15A3 SLITRK3 TAL1 TBX5 TDRD1 TFAP2B ZNF804A MIKKELSEN_ES_HCP_WITH_H3_UNMETHYLATED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_ES_HCP_WITH_H3_UNMETHYLATED ABCC9 ADAM1A AHRR ASZ1 BAHCC1 BRDT C10orf67 CACNG2 CAMK2A CCDC110 CES5A CNGA4 CRYGA DMRTC1 DNAJB8 DPEP3 DUSP13 EDAR FGF6 FSCN2 FXYD2 GIGYF1 GOLGA7B IL20RB JPH2 KRT26 KRT27 LY6K LYPD2 MFAP2 MGAT4D NOS1 NSMCE3 OLFM3 PALMD PCDHA9 PCDHB10 PCDHB5 PDHA2 PIWIL1 PLCE1 PSD3 RASGRP3 RBM28 RCVRN RHO RIIAD1 RPH3A SH3D19 SLC26A5 SLC2A9 SLITRK2 SPIRE1 SST SSTR2 SYP TBX22 TEX101 TEX11 TEX13B TMEM174 TNFRSF9 TRMT2B TRPC3 TRPM1 TSSK2 MIKKELSEN_ES_ICP_WITH_H3K27ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_ES_ICP_WITH_H3K27ME3 ADCY6 ALPI CALCB CFAP57 CHST1 CNN1 COL24A1 CPLX3 CYP8B1 DUSP8 FXYD7 HOATZ HPCA KCNG4 KCNJ9 LEP LRRC4B LRRTM3 MC3R MYH11 MZB1 NEURL3 NKX2-6 OPTC PARVG PCDHB6 PDE6B PLEKHG4 POU6F1 PRSS16 RNF112 RTBDN SFTPC TH TLR9 TMEM255A TNF TNNC2 UPK3A UTS2R XIRP1 ZEB2 ZIC4 MIKKELSEN_ES_ICP_WITH_H3K4ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_ES_ICP_WITH_H3K4ME3 A2M AADAT AASS ABCA8 ABCC6 ABCD2 ABHD14B ABI3 ACP3 ACSL5 ACTN3 ACTR6 ACY1 ADAL ADAM18 ADAMTS4 ADD3 ADHFE1 ADIPOR2 ADM2 ADPRHL1 AGMAT AGPAT4 AK1 AKAP6 AKAP7 AKR1B10 AKR1E2 ALDH1L1 ALDOC ALG3 ALKBH8 ALOXE3 ALPK3 AMH ANK2 ANK3 ANXA3 AOX1 APOBEC3B APOF APOOL ARHGAP18 ARHGAP30 ARHGAP45 ARHGAP8 ARHGEF15 ARHGEF9 ARMC3 ARMH4 ASB15 ASB7 ASPRV1 ATCAY ATG4A ATOSA ATP5MC1 ATP6V1G2 ATXN7L1 AXL BAK1 BBS1 BCL2L2 BIVM BLZF1 BMERB1 BPGM BRSK1 BST1 C11orf52 C11orf65 C12orf4 C16orf54 C1QTNF1 C1QTNF5 C1orf56 C3orf52 C5orf34 C7orf25 C8orf48 C9orf152 CA3 CA9 CACNG1 CALCOCO2 CALD1 CALHM2 CALHM5 CAMK1 CAPN1 CASQ1 CBLN3 CCDC141 CCDC160 CCDC28B CCDC39 CCDC65 CCDC68 CCDC77 CCDC93 CD247 CD38 CD3E CD99L2 CDA CDC42EP5 CDH15 CELF3 CEND1 CFAP52 CFAP91 CFC1 CHAC2 CHM CHRNA9 CHRNB4 CHRNG CLCN5 CLDN14 CLDN9 CLDND2 CLEC2D CLIC1 CMKLR1 CMKLR2 CNKSR1 CNPY4 COL1A1 COL4A5 COL5A3 COL7A1 COX6B2 CPQ CPSF4L CPT1B CPT1C CRISPLD1 CROCC CRYGN CRYZL2P CSRNP3 CSTPP1 CTNND1 CTNS CTSO CTU1 CUL4B CUTALP CWF19L2 CXCL3 CYB5R2 CYCTP CYP2D6 CYP2J2 CYYR1 DAPP1 DCAF4 DCLRE1A DCLRE1C DDX60 DECR2 DEF6 DENND2B DENND2C DGKB DGLUCY DLG4 DNAH2 DNAI3 DNAJC12 DNAJC4 DNALI1 DNASE1L1 DOCK9 DOK2 DPP7 DPPA2 DPPA3 DPPA4 DRC3 DUSP19 DYNC2LI1 DYNLRB2 DYNLT3 DYNLT4 ECH1 ECHDC3 EFCAB12 EFHB EGFL6 EHBP1 EHHADH EID3 ELF3 ELMO1 ELMO3 EMP1 ENPP3 ENTPD1 ENTPD3 ENTREP3 EOLA1 ERICH6 ETFBKMT ETV1 EXOC4 FAIM2 FAM111A FAM13A FAM149A FAM169BP FAM186A FAM222B FAM3A FAM83E FANCD2OS FASTKD1 FASTKD2 FBP2 FBXO15 FBXO16 FBXW7 FGR FIS1 FITM1 FKBP10 FKBP14 FKBP7 FLAD1 FLRT1 FLRT3 FMR1NB FN3K FNDC11 FOXH1 FOXS1 FRG2B FRRS1 FTSJ1 FUNDC1 FUNDC2 FUT1 G0S2 GAB3 GALE GALM GAP43 GASK1B GBP6 GCDH GDAP1L1 GDF15 GDF3 GDF5 GEMIN6 GHDC GID8 GIPR GJB3 GJB4 GJB5 GLB1L2 GLRA3 GMPPA GNG11 GNG2 GNGT2 GOLPH3L GOSR1 GPR143 GPRIN3 GPX2 GPX8 GRB7 GRIA3 GRIK5 GRN GSTM1 GSTM4 GSTP1 GSTT1 GTF2H4 GYPA H1-6 HAPLN3 HDAC6 HDGFL1 HESX1 HFE HLA-DMA HMG20A HMMR HNF1A HOGA1 HRAS HSD17B11 HSPA1L HSPB6 HSPB8 HYAL1 HYDIN IDNK IFIT2 IFITM2 IFITM3 IFTAP IGBP1 IGSF23 IL15 IL23A INHA INHBC INHBE INPP5J INTS9 IP6K2 IRAG2 IRGM ITGB7 ITIH5 ITM2A JADE1 JMJD8 KATNAL2 KCNA4 KCND1 KCTD14 KCTD20 KDM6B KLC3 KLC4 KLHL5 KRT17 KRT222 KRT71 KRT72 LAMA2 LAMB2 LARS1 LAT LDHD LGALS12 LHCGR LIFR LIMA1 LIN28B LIN52 LIPA LIPH LMOD1 LPAR2 LPAR6 LRP1 LRRC2 LRRC34 LRRC74B LRRN4CL LSG1 LY6G6D LY6G6E LY96 LYSMD1 LYSMD4 MALL MAMDC2 MBNL2 MCTS1 MDH1B MEAK7 MED24 MEGF10 METTL15 MFNG MGST1 MICAL1 MIOX MLPH MMACHC MORC2 MOSPD1 MPI MPST MPV17 MRGPRE MRPL35 MST1 MT3 MTERF2 MTHFR MTMR11 MVP MYBPC2 NAP1L2 NAT14 NCCRP1 NCKAP5 NDST1 NECTIN4 NEIL1 NFE2 NFKBID NHSL1 NICN1 NME5 NME7 NMRAL1 NOBOX NOL8 NOP10 NOSIP NPFFR2 NPY4R NQO1 NR5A2 NRN1L NRSN2 NRXN1 NSUN6 NUDT13 NUDT22 NXPE4 OAS1 ODAD1 OOEP OPLAH OPRM1 OR2C1 OSBPL7 OSGEPL1 P2RX3 P2RX7 PABIR2 PADI4 PAFAH2 PAK1 PAK6 PANK1 PATL2 PBLD PBX1 PBXIP1 PCBD1 PCLAF PCSK1 PCYT1B PGAM2 PGLYRP1 PHC1 PHKG2 PIERCE1 PIR PKP3 PLA2G10 PLA2G12B PLA2G2C PLAT PLEKHG1 PLEKHG5 PLET1 PLIN2 PLIN3 PLPP7 PM20D1 PML POLD4 POLR2K PON3 POU5F1 PPP1R42 PPP2R3C PPP2R5C PRAMEF12 PRCP PRIM1 PRPF31 PRR11 PRRC2A PRSS35 PRSS42P PRSS8 PSD4 PTER PTGES PTPRCAP PUS3 PYCARD PYCR1 PYROXD2 QPRT RAB13 RAB19 RAD51B RAD54L RAI14 RASGRP4 RASSF6 RBBP9 RBM4 RBM41 RBMS2 RBP7 RCN3 RCOR2 RDH11 RDH12 RECQL5 RESP18 RFTN2 RFX5 RHBDL2 RIN1 RIN2 RIOK2 RIPOR1 RLN1 RNF125 RNF186 RNF208 RP2 RPL10 RPL19 RTTN RYR1 S100A1 S100A13 S1PR4 SACS SAP30BP SAT2 SCARF1 SCML2 SCML4 SCN1A SCN9A SCNM1 SEMA3A SERINC4 SERPINE1 SERPING1 SERPINI1 SETD1B SFXN3 SH3BGR SH3BGRL SH3TC2 SIPA1 SLC11A1 SLC12A3 SLC12A6 SLC17A9 SLC22A18 SLC25A41 SLC2A10 SLC35G6 SLC37A4 SLC38A7 SLC44A2 SLC44A4 SLC4A10 SLC7A3 SLC9B1 SLC9B2 SMARCAL1 SMIM26 SMUG1 SNX31 SOGA3 SPACA9 SPARC SPEF1 SPHKAP SPN SPP1 SPRED3 SPSB3 SRGAP3 SRRM3 SSPN STAT4 STC1 STOML1 STPG1 SULF1 SUMF2 SUPT7L SV2A SYN3 SYNJ2 SYT1 SYT3 SYT5 SYTL4 TACR2 TAL2 TBC1D22B TBKBP1 TBX6 TCAF1 TCEAL1 TCEAL8 TCIM TCL1A TCN2 TCTN2 TDGF1 TEK TEPP TFPI TFPT TGFB1I1 THBS3 THRSP TIMM21 TIMP1 TJP3 TKFC TLK2 TLR2 TLR3 TMC4 TMEM106A TMEM119 TMEM125 TMEM139 TMEM141 TMEM14A TMEM154 TMEM184A TMEM198B TMEM242 TMEM256 TMEM45A TMEM63C TMEM67 TMEM69 TMEM82 TNFAIP6 TNK1 TOMM40L TOR1AIP2 TPCN2 TPP1 TPPP3 TRAF1 TRAF3IP2 TRAK1 TRAPPC13 TRAPPC14 TRIM10 TRIM16 TRIM2 TRIM29 TRIM46 TRIM54 TRIM6 TRIM63 TRMT10B TRPA1 TRPV2 TSNAXIP1 TSPOAP1 TTC12 TTC23 TTC26 TTLL9 TULP2 TUT1 TVP23A TXLNB UBASH3A UBE2D4 UNC5CL UPB1 UPK2 UPK3B USP49 VPS41 VPS50 VWA5A WASHC3 WBP1L WDCP WDR12 WDR24 WDR38 WDR83OS WFDC2 XKR6 YPEL4 ZBTB4 ZC3H12D ZC3HC1 ZC4H2 ZCCHC13 ZFP42 ZFP82 ZFYVE26 ZIK1 ZKSCAN5 ZMAT5 ZMYND8 ZNF112 ZNF124 ZNF182 ZNF205 ZNF235 ZNF239 ZNF260 ZNF276 ZNF28 ZNF300 ZNF317 ZNF395 ZNF416 ZNF429 ZNF454 ZNF565 ZNF585B ZNF646 ZNF708 ZNF724 ZNF740 ZNF750 ZNF845 ZNF879 ZP3 ZRANB3 ZSCAN10 ZSWIM9 MIKKELSEN_ES_ICP_WITH_H3K4ME3_AND_H3K27ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_ES_ICP_WITH_H3K4ME3_AND_H3K27ME3 ABCC3 ADAM33 ADAMTS16 ADARB2 ALOX15B APBB1IP AQP2 AQP6 AVPR1B BEST2 BRINP3 C11orf87 CACNG3 CCDC38 CCER1 CD44 CDHR4 CDKN2C CHODL CHST3 CIITA CLEC14A CNMD CNTNAP1 COL1A2 COL4A3 COL4A4 CORO1A COX4I2 CRABP2 DKK1 DSC3 EDN2 EPN3 ESRP1 ETV2 EVPL EXTL1 FGF10 FGL2 FIBIN FXYD5 GAS2L2 GGT7 GNAT1 GPAT2 GPNMB GPR84 GRM3 GUCY1A1 HOXB13 HSPA12B IDO1 IGF1 ISLR ISLR2 KCND2 KCNJ2 KCNJ5 KCNN3 KLHL1 LAMA4 LEFTY1 LOXL3 LTA LYL1 MARCHF1 MCHR1 MELTF MFSD2B MOGAT1 MST1R MYL7 MYZAP NCAN NOL3 NOL4 NPY1R NPY2R NR5A1 NRBP2 OPCML OSM PAK5 PAMR1 PAPLN PAX5 PCARE PCDH20 PDE11A PDE1C PDE8B PDYN PHYHIP PIWIL2 PROKR1 PRSS36 PSMB11 PTGFR PTGS1 PTH2R PTN PVALB RAPGEF3 REM2 RFLNA RGS8 RHOJ RNF207 SCNN1A SEZ6L2 SGCD SLFN5 SLITRK1 SPINK2 SPTSSB SULT2B1 SUSD4 TBATA TCAM1P TEKT2 TFPI2 TGFB3 TLR12P TLR5 TMEM26 TMEM45B TNFRSF13C TNFRSF8 TSPAN11 TSSK3 UCP1 VRTN WNT8A ZNF354B ZNF608 MIKKELSEN_ES_LCP_WITH_H3K27ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_ES_LCP_WITH_H3K27ME3 CACNA1S CHRM1 CRYBB1 HTR3B IL13 KCNN1 MRGPRG MYL2 MYLK2 PDE2A PPP1R32 PPY SOST TREM2 MIKKELSEN_ES_LCP_WITH_H3K4ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_ES_LCP_WITH_H3K4ME3 ACOT11 ALDH3B1 ANGPTL2 ANKRD2 APOBR ARHGAP27 ARHGEF11 ARHGEF19 ART1 ART5 ASPDH ASPG ATP1A2 BNIPL BPIFB5P C16orf92 C1orf210 C1orf54 C20orf96 C6orf118 CAB39 CCDC120 CCDC121 CD68 CD79B CDK3 CLDN19 CLSTN3 COX7A1 CYP2J2 CYP4F3 CYSRT1 DAB2IP DAPK3 DDR1 DLGAP3 DNAJB5 DOC2GP EBI3 ECRG4 EMILIN1 EMP3 ENO3 EXOC3L1 F2 F5 FAM25A FBXO39 FBXW10 FGD4 FGF1 FOLR1 FUT2 GGNBP1 GGT6 GIMAP5 GLMP GLRX GPR173 GPR20 GPSM3 GRIFIN GULOP HACD4 HEXIM2 HSD17B14 HTR3A HVCN1 IFITM1 IGFALS IL17RE ITGA2B KCNIP3 KIAA1671 KLHDC7A LRCOL1 MAB21L3 MASP2 MGAT4EP MIP MMRN2 MRGPRF MRPS21 MUC1 MYL11 NLRC3 NOS3 NOTCH4 NPPB NR0B2 NXNL1 NYAP1 OPRK1 P2RX6 PHYHD1 PINLYP PIPOX PIRT PKLR PMEL PRR15L PRTN3 PSTPIP1 RAB25 RHBDF2 RINL RNF151 ROBO4 SAPCD1 SCN2B SELPLG SEPTIN1 SERPINF1 SIPA1L3 SLC12A8 SLC13A2 SLC16A5 SLC39A4 SLC4A9 SLC5A11 SOAT2 SPEF2 SPI1 SPON2 STYXL2 SUSD2 SYNE4 TAPBPL TAS1R1 TBC1D10C TIMP4 TM4SF5 TMEM248 TMEM268 TNFSF13 TNKS1BP1 TNS2 TREML2 TREX1 TRIM21 TSPAN32 UNC13D VWA3A VWA5A ZFP57 ZMYM2 MIKKELSEN_ES_LCP_WITH_H3K4ME3_AND_H3K27ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_ES_LCP_WITH_H3K4ME3_AND_H3K27ME3 BTBD17 CDH7 FUT7 GAL3ST4 SLC16A8 SLC17A7 STRA6 MIKKELSEN_IPS_HCP_WITH_H3_UNMETHYLATED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_IPS_HCP_WITH_H3_UNMETHYLATED ABCC9 ADAM1B ADCYAP1 AHRR ASZ1 BAHCC1 BARHL1 BRDT CCDC110 CCDC83 CLIC5 CNGA4 COL8A1 CRYGA CYP4F22 CYP4X1 DCC DIRAS1 DMRTC2 DNAJB8 DPEP3 EDAR FGF6 FSCN2 FTL GIGYF1 GLRA1 GOLGA7B GRID2IP IL12A IQCA1L JPH2 KCND3 KCNH6 KIAA1755 KRT26 KRT27 LRRC8E LYPD2 LYPD4 MARCHF10 MFAP2 MGAT4D MYCN NAP1L5 NOS1 NRSN1 NT5DC2 OR2F1 PCDHA6 PCDHA7 PCDHA9 PCDHB10 PCDHB12 PCDHB14 PCDHB15 PCDHB18P PCDHB5 PDHA2 PIWIL1 PLA2G4E POMC PRM1 PRSS44P RASGRP3 RCVRN RTL8B SCGN SH3D19 SLC26A5 SLC45A1 SLITRK2 SPAG8 SPATA22 SPIRE1 SPO11 SST SSTR2 TAL1 TEKTIP1 TEX101 TEX13B TNNI3 TSSK2 TUBA3C XYLT2 MIKKELSEN_IPS_ICP_WITH_H3K27ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_IPS_ICP_WITH_H3K27ME3 ABCA4 ADCY6 ALPI BATF BSX CCDC27 CD72 CFAP57 CHST1 CNTNAP1 CNTNAP2 CPLX3 CXCL10 DEFB124 EPN3 ESPN ESRP1 FGF14 FXYD7 GALNTL6 GFI1B HOXB3 INPP5J KCNG4 KCNJ9 KRT1 LINGO4 LRRC4C LRRTM3 LSMEM2 MC3R NKX2-6 NOL4 NR2F2 NR5A1 PAX5 PCDHB2 PDE1C PRSS16 RFX4 RTBDN SLAMF8 SOX6 TFAP2B THBS2 TMEM100 TMEM119 TNF TNNC2 TRPC5 UPK3A VRTN VTN ZDHHC22 ZIC4 MIKKELSEN_IPS_ICP_WITH_H3K4ME3_AND_H327ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_IPS_ICP_WITH_H3K4ME3_AND_H327ME3 ABCC3 ADAM33 ADAMTS16 ADARB2 ALOX15B BICDL2 BRINP3 C11orf87 CA14 CACNB3 CALY CD44 CDKN2C CHODL CHST3 CIITA CLEC14A CNMD CNN1 COL24A1 COL4A3 COL4A4 COL7A1 CRABP2 CRYAA CRYGN DKK1 EDN2 ERICH5 ERICH6 ESR2 ETV2 EXTL1 FAM166B FGF10 FGL2 FIBIN FOXS1 FXYD5 GAS2L2 GNAT1 GPR84 GRM3 GUCY1A1 HCAR1 HOXB13 ISLR ISLR2 ITIH5 KCNAB1 KCND2 KCNJ2 KCNJ5 KCNK10 KLHL1 KLHL5 LAMA4 LOXL3 LTA LYL1 MAMDC2 MC4R MEGF10 MEIS1 MFSD2B MIOX MOGAT1 MRGPRE MST1 MST1R NCKAP5 NOL3 NOTO NPY2R NRBP2 OPCML OR10AC1 OR2B11 OSBPL5 PAK5 PAMR1 PCDHGA1 PDE11A PDYN PDZD7 PHYHIP PLCXD3 PROKR1 PRSS36 PSMB11 PTGS1 PTH2R PTN PTPRR REM2 RFLNA RGS8 RHOJ ROBO2 SCNN1A SLC2A10 SLFN5 SNCA SOX17 SPINK2 TCAM1P TEKT2 TGFB3 TGM1 TLR5 TMEM125 TMEM26 TMEM45B TMEM63C TNFRSF13C TNFRSF8 TPPP3 TRIM15 TRIM46 UCP1 VAV1 WNT8A YPEL4 ZNF354B MIKKELSEN_IPS_LCP_WITH_H3K27ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_IPS_LCP_WITH_H3K27ME3 CACNA1S CD244 CORO6 GAL3ST4 ITLN1 MYLK2 PRND SLC23A3 UGT1A1 WFIKKN2 MIKKELSEN_IPS_LCP_WITH_H3K4ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_IPS_LCP_WITH_H3K4ME3 ACOT11 ACSBG2 ADAMTSL1 ALDH3B1 AMT ANGPTL2 ARAP1 ARHGEF11 ART1 ART5 ASPDH ASPG C16orf92 C1RL C1orf54 C20orf96 C6orf118 CAB39 CAPG CCDC120 CCDC121 CCDC88B CD68 CD79A CLDN19 CLSTN3 CNTNAP2 COX7A1 CYP2J2 CYP4F3 CYSRT1 DAB2IP DAPK3 DLGAP3 DMTN DOC2GP DQX1 EBI3 ECRG4 EGFL7 ELOVL1 EMILIN1 EMP3 EXOC3L1 F2 F5 FAM25A FBXW10 FGD4 FGF1 FOLR1 FOXR2 FUT2 GCK GGNBP1 GJD4 GLMP GLRX GPA33 GPR173 GPR20 GPR35 GPSM3 GSTM1 GULOP HACD4 HDC HEXIM2 HIPK4 HSD17B14 HTR3A HVCN1 IFI35 IFITM1 IGFALS IL17RC ITGA2B KCNIP3 KCNN4 KISS1 KLHDC7A LAPTM5 LRCOL1 LST1 MAB21L3 MADCAM1 MARK2 MASP2 MIP MMRN2 MRPS21 MUC1 MYL11 MYO3B NANOS3 NEU4 NLRC3 NOS3 NOTCH4 NOXO1 NR0B2 NYAP1 OAS3 OPRK1 OPRL1 P2RX6 PCOLCE PDE4A PDGFRB PHYHD1 PINLYP PIPOX PIRT PKLR PLA2G4F PODNL1 PRICKLE3 PRR15L PRRG2 PRX PSTPIP1 PTPN6 PTPRVP QRFP RINL RIPPLY1 RNF151 ROBO4 RORC RUFY4 SCN2B SELPLG SEMA4A SEPTIN1 SERPINB9 SIPA1L3 SLC12A8 SLC28A1 SLC29A1 SLC39A4 SLC5A11 SNX10 SOAT2 SPEF2 SPI1 SPON2 STON2 STRA6 STYXL2 SUSD2 SYNE4 SYTL1 TANGO2 TAPBPL TBC1D10C TEF TIMP4 TMEM248 TNFSF13 TNIP1 TNKS1BP1 TNS2 TREX1 TRIM21 TSPAN32 UNC13D VWA3A VWA5A WARS1 XAF1 ZFAND6 ZFP57 ZMYM2 ZNF583 ZSCAN2 MIKKELSEN_IPS_LCP_WITH_H3K4ME3_AND_H3K27ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_IPS_LCP_WITH_H3K4ME3_AND_H3K27ME3 CDH7 FUT7 PPP1R26 SLC16A8 SLC17A7 MIKKELSEN_IPS_WITH_HCP_H3K27ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_IPS_WITH_HCP_H3K27ME3 ACHE ACTL6B ADGRL3 ALOX15 ARX ASIC2 AVP CA10 CACNA1E CACNA1G CACNG2 CALB1 CDH11 CRLF1 DBX1 DUOX2 DUOXA2 ELOVL3 EREG EVX2 FGF12 FOXL1 GFI1 GRM8 HBQ1 HBZ HOXA11 HOXA2 HOXA3 HOXB1 HOXB2 HOXB3 HOXB5 HOXB6 HOXB7 HOXB8 HOXC10 HOXC6 HOXC8 HOXC9 HOXD10 HOXD4 HPSE2 HTR2C IGF2 IL10RA INSRR KCNIP1 KCNK9 KCNS1 LBX1 LHX9 LRRK2 MPPED1 MYCBP2 NALF1 NFIX NPAS4 NPY5R NR2E1 NR2F2 NRN1 NTM OSR1 OTOP3 OTP PAPPA PCDH11X PCDHA10 PCDHA11 PCDHA13 PCDHA2 PCDHA4 PCDHB16 PCDHB7 PHOX2B PRDM13 PRDM8 PRRT1 PYY RPH3A SIX3 SLC25A31 SLC6A4 SLITRK3 SORCS3 TAF7L TBX4 TBX5 TDRD1 TEX12 TFAP2B TFAP2D TMEM174 TMEM59L UNCX USH1G USP18 VSNL1 WNT1 WNT10A ZMYND10 ZNF536 MIKKELSEN_MCV6_HCP_WITH_H3K27ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_MCV6_HCP_WITH_H3K27ME3 ABCC8 ABCG4 ABLIM3 ACAN ACE ACHE ACVRL1 ADAMTS18 ADAMTS2 ADCY7 ADGRA2 ADGRB1 ADGRB2 ADORA2A ADRA2C AEBP1 AFAP1L1 AFF3 AIFM3 AIRE AJM1 AK5 ALDH1A3 ALOX12 ALOX12B ALOX15 ANK1 ANKRD63 APLN AQP5 ARX ASCL2 ASIC1 ASIC2 ASIC4 ATP2B2 ATP2B3 ATP8A2 B3GALT5 BARX1 BATF3 BCAN BEX1 BHLHA9 BHLHE23 BIK BMP2 BMP6 BRSK2 BSN C1QL1 C1QL2 C1QL4 C1QTNF4 CABP7 CACNA1D CACNA1G CACNA1I CACNA2D2 CACNA2D3 CACNG4 CAMK2B CARTPT CBLN1 CCDC184 CCDC92B CCK CCKBR CCN3 CDH22 CELF4 CHAD CHAT CHD5 CHRDL2 CHRNA3 CHRNB2 CLDN7 CLGN CLMP CLSTN2 CNNM1 CNTN2 COL13A1 COL15A1 COL8A2 COL9A2 COMP CORO2B CPNE5 CRHR1 CRLF1 CXCL14 CYP24A1 CYP46A1 DBN1 DBNDD1 DHH DIO3 DISP3 DLGAP2 DLL3 DMRT3 DNMT3L DOC2B DOCK3 DOK6 DPP10 DPYSL4 DRAXIN DRD4 DRD5 DRGX DSCAM DYSF EBF4 ECEL1 EFCC1 EFNA2 ELFN2 ELOVL3 EMILIN3 EMX1 EPB41L3 EPHA8 EPHB1 EVX2 FAM163A FAM166C FAM184A FAM43B FAM83F FAM83G FAR2 FBLL1 FBXO41 FEV FEZF2 FGF12 FGF3 FGF5 FGF8 FIBCD1 FNDC5 FOXB2 FOXC2 FOXD3 FOXE1 FOXE3 FOXF1 FSTL4 FZD10 GABBR2 GABRA4 GABRA5 GABRD GAL GATA4 GATA5 GBX1 GDF7 GDNF GFRA3 GJB6 GLDC GNB4 GRB10 GRIA2 GRID1 GRID2IP GRIN2C GRIN3B GRIP1 GRM1 GRP GSX2 HBQ1 HBZ HCRTR1 HES5 HHIPL1 HMX1 HOXC10 HOXC12 HOXC9 HOXD11 HOXD12 HOXD4 HOXD8 HOXD9 HS3ST2 HS3ST6 HSD11B2 HTR1D HTR6 HTR7 IGSF21 IHH IL1RL2 INSL3 INSRR IRF5 IRF8 IRX1 IRX4 ITGA2 ITPKA JAZF1 JHY JPH3 KCNA2 KCNC3 KCNC4 KCND3 KCNH1 KCNH2 KCNH6 KCNJ4 KCNK15 KCNMA1 KCNQ1 KCNQ2 KCNQ3 KCNQ4 KCNS2 KCNT1 KDF1 KL KLHL40 KRT7 L1CAM LAMC3 LAMP5 LBX1 LGI2 LGI3 LHFPL3 LHX3 LHX5 LMO1 LMTK3 LMX1A LMX1B LRRC75B LRTM2 LTK LYZL4 MAFB MATN4 MIXL1 MMD2 MMP9 MYCBP2 MYCL MYO16 MYOD1 MYRIP NALF1 NECAB2 NEFH NEIL2 NELL1 NELL2 NEUROD1 NEUROG1 NEUROG3 NFATC1 NHLH2 NKD1 NKD2 NKX2-3 NKX2-4 NKX2-5 NKX3-1 NKX6-1 NKX6-2 NOG NPAS3 NPHS2 NPTX2 NPTXR NRG3 NRXN2 NTRK3 NTSR1 NTSR2 NXPH2 OAF ONECUT3 OTOP3 OXTR P4HA3 PACSIN1 PANX2 PAQR5 PAX2 PCDHAC2 PCNX2 PDE1B PDE4DIP PDE8A PDLIM2 PDX1 PFDN4 PGAP6 PGF PHF24 PHYHIPL PLPPR5 PODXL2 POU2F3 POU3F3 PRDM13 PRLHR PRMT8 PROM2 PSD2 PTF1A PTGIS PTH2 PTPN5 PTPRB PTPRT PYY QRFPR RAB11FIP4 RAB6B RAMP1 RASGEF1C RASL10B RASL12 RASSF4 RAX RBFOX3 RBP4 RELN RIMS4 RPRML RRAD RSPO1 RSPO4 RTN4R SCN4B SCN5A SCN8A SCNN1B SCRT1 SCTR SCUBE1 SCUBE2 SDK2 SEMA7A SERINC2 SEZ6L SFRP5 SH3RF3 SHE SHH SHISA7 SIM2 SIX2 SKAP1 SKOR1 SLC18A2 SLC18A3 SLC2A13 SLC30A10 SLC32A1 SLC34A2 SLC35D3 SLC35F3 SLC38A3 SLC47A2 SLC6A1 SLC6A17 SLC6A2 SLC6A5 SLC6A7 SLC7A10 SLC8A2 SLC9A3 SLIT1 SLIT2 SLITRK3 SOX1-OT SPON1 SPTBN2 SSTR1 SSTR5 STK32C STMN3 STUM SYNDIG1L SYT10 SYT16 SYT2 SYT6 TBX21 TBX5 TBXT TC2N TCERG1L TCTE1 TDRD6 TFAP2E TGFBI TIMP2 TMEM132E TMEM151B TMEM178A TMEM215 TMEM30B TMEM54 TMEM59L TMEM91 TP73 TRHDE TRIM58 TRNP1 TTC9B UNCX VGLL2 VSTM2L VSTM4 VSX1 VSX2 WDR86 WNT10B WNT2B WNT3A WNT7B WSCD1 WSCD2 YBX2 ZBTB16 ZIC1 ZNF641 ZNF804A MIKKELSEN_MCV6_ICP_WITH_H3K27ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_MCV6_ICP_WITH_H3K27ME3 ACCSL ADM2 AIPL1 ALPI APC2 ARHGAP9 ASB2 ASIP BSX CD40 CD7 CHRNB4 CHRNG CLDN14 COL11A2 CORO1A CUX2 ETV2 FAM149A FFAR3 FGF10 FGL2 FNDC9 FUT1 GAS2L2 GGT7 GKN3P GPRC5D IFNK IQCJ ISLR2 KCNAB1 KCNG4 KCNJ5 KCNK10 KRT73 LEFTY1 LINGO4 LPO MOV10L1 NCAN NKX2-6 NRL ODF1 OPTC OR2B11 OR4D2 PAK6 PAX5 PCDH12 PDYN PIK3CD PNOC POU2F2 PROK1 PRSS16 PVALB REN RTBDN S100Z SACS SCN4A SECTM1 SHANK2 SLC14A1 SLC2A10 SOX17 SOX6 SPACA7 TBATA TFAP2B TH TNF VTN WNT8B MIKKELSEN_MCV6_ICP_WITH_H3K4ME3_AND_H3K27ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_MCV6_ICP_WITH_H3K4ME3_AND_H3K27ME3 ACTA2 ANK3 C11orf87 CALY CFAP65 COL1A1 COL4A3 COL4A4 ESR2 HTR2A IGF1 IGSF3 INSYN2B KCNA4 KCNJ2 KCNMB2 MCHR1 NCKAP5 NOL3 NPY2R PLAT PTPRR RHOJ RLN1 SCML4 SUSD4 SYT1 SYT3 TAL2 TCAM1P TMEM255A UCP1 YPEL4 ZEB2 MIKKELSEN_MCV6_LCP_WITH_H3K27ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_MCV6_LCP_WITH_H3K27ME3 BLNK BPIFC BTBD17 C1QC CAMK1G CORO6 CYP17A1 GZMA KRTAP10-3 LRRC37A2 LYZL6 MLC1 MMEL1 MRGPRG MYL2 NOL4L OR13C7 PPY RETN SLC6A13 SOST TAS2R40 TG TM4SF5 TMPRSS13 TRPM2 WFDC21P ZNF385C MIKKELSEN_MCV6_LCP_WITH_H3K4ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_MCV6_LCP_WITH_H3K4ME3 ACY3 ADAMTS13 ADGRG1 AKNA ALDH1A1 ALDH3A1 ALDH3B1 ANGPTL2 ANKRD49 ANXA1 AOC1 ARAP1 ARHGDIB ARHGEF11 ASPDH BTC C1RL C20orf96 C2orf80 C6orf118 CAB39 CCDC120 CCDC9 CD244 CES2 CFAP126 CFH CHIT1 CHST4 COL6A1 COX7A1 CRB1 CSF3 CYP2J2 CYP4F3 DAB2IP DAPK3 DQX1 ELOVL1 EMP3 EVI5 FABP7 FGD4 FGFBP1 FXYD3 GALNT15 GBGT1 GBP2 GCNT3 GGNBP1 GLMP GLRX GPA33 GPANK1 GPR173 GPR21 GPR35 GPSM3 GSTM1 HEXIM2 IFI35 IFITM1 IKBKE IL17RC IL17RE IL7R IQSEC2 ISG20 KCNIP3 KCNK7 KCNN4 KIF1C KLK11 KRTDAP LAPTM5 LBP LGALS3BP LGALS9 LST1 MAB21L3 MARK2 MR1 MRGPRF MRPS21 MSLN MUC1 MYO1G MYOT NHERF2 NOTCH4 NPPB NR1H5P NYAP1 OAS2 OTOP2 PCOLCE PDZK1IP1 PINLYP PIPOX PLEKHA6 PLEKHS1 PRELP PRICKLE3 PRRG2 PRX PSPN PSTPIP1 PTPRVP RAB17 RBM10 RIPOR2 RNASE1 RNF123 RNF151 ROBO4 RORC RSAD2 RUFY4 S100A3 SCARA5 SERPINB8 SERPINB9 SH3KBP1 SIPA1L3 SLC13A2 SLC25A45 SLC29A1 SNX10 SPEF2 STYXL2 SYNE3 SYTL1 TAPBPL TBC1D10C TGM3 THEM5 TMEM176A TMEM176B TMEM248 TNFSF10 TNFSF13 TNKS1BP1 TNS2 TNS4 TREX1 TRIM21 TRIM40 UNC13D URB2 USP54 VTCN1 VWA5A WARS1 XAF1 XDH ZBP1 ZBTB20 ZFAND6 ZFP57 ZMYM2 ZNF583 ZSCAN2 MIKKELSEN_MEF_HCP_WITH_H3K27ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_MEF_HCP_WITH_H3K27ME3 AARD AATK ABCC8 ACAA1 ACAN ACHE ACP7 ACSL6 ACTL6B ACTN2 ADAM11 ADCYAP1 ADGRB1 ADGRB3 ADRA1A ADRA2C AIFM3 AJM1 ALK ALOX12 ALOX12B ALOX15 ALOX5 ALX1 AMER3 AMN AP1M2 APBA2 APOA5 AQP3 AQP5 ASIC4 ASTN1 ATP12A ATP1A3 ATP2B2 ATP8A2 ATP8B3 AVP B3GALT5 BARHL1 BARHL2 BARX1 BCAN BHLHE23 BHMT2 BICDL1 BMP8B BOLL BRSK2 BSN C14orf39 C1QL1 C1QL2 C1QTNF4 CA10 CA4 CABP7 CACNA1E CACNA2D2 CADM3 CALB1 CALB2 CALCR CAMK2B CARTPT CBLC CBLN2 CBLN4 CCDC92B CCKBR CD164L2 CD70 CDCP1 CDH20 CDH8 CDK5R2 CDX1 CDX2 CELF4 CELSR1 CHAT CHD5 CHGA CHGB CHRNA3 CHRNA4 CHRNB2 CLDN4 CLDN6 CNFN CNNM1 CNTN2 CNTN4 CPLX1 CPLX2 CPN1 CPNE7 CPNE9 CPXM2 CPZ CRACR2B CRB3 CRH CRHBP CRHR1 CRTAC1 CRYM CSMD1 CSPG5 CWH43 CYP24A1 CYP27B1 CYP4F22 DBX1 DCC DCLK3 DEGS2 DES DHH DIRAS1 DISP3 DKKL1 DLEU7 DLGAP2 DLL3 DMBX1 DMGDH DMRT1 DMRT3 DMRTC2 DNAJC22 DNAJC6 DOC2A DOC2B DOK7 DPP10 DPYS DRD2 DSC2 DSCAM DSCAML1 DSG2 ECEL1 EEF1A2 ELAVL2 ELFN2 ELOVL3 EMILIN3 EMX1 EPHA6 EPHA8 EPHX3 EXOC3L2 FAM163A FAM163B FAM166C FAM43B FBLL1 FBP1 FCHO1 FERD3L FEV FEZF2 FFAR4 FGF11 FGF12 FGF14 FGF17 FGF20 FGF3 FGF4 FGFR4 FNDC5 FOXA2 FOXB1 FOXD3 FOXD4 FOXE3 FOXG1 FOXL1 FOXN4 FSTL4 GABRA5 GABRG3 GAD1 GAL GALNT6 GALR1 GATA5 GFI1 GFRA3 GHSR GJB6 GJD2 GLP1R GNG13 GOLGA7B GP1BB GPR12 GPR26 GPR4 GPRIN1 GRHL2 GRHL3 GRIA2 GRID1 GRIK3 GRIN2A GRIN2C GRIN3B GRK3 GRM1 GRP GSTT2 GSX1 GSX2 HAND1 HBZ HCN1 HES2 HES3 HES5 HMX1 HMX2 HOXB1 HOXB3 HOXC13 HOXD4 HRH1 HRH2 HRK HS3ST2 HTR1A HTR4 HTRA3 IGFBPL1 IGSF21 IHH IKZF1 IKZF3 IL10RA INSL3 INSM1 INSM2 IQSEC3 IRF6 IRS3P IRX4 JAG2 JHY JPH3 KCNA2 KCNA5 KCNA7 KCNB1 KCNC1 KCNC3 KCND3 KCNH1 KCNH5 KCNH7 KCNH8 KCNIP1 KCNJ10 KCNJ6 KCNQ1 KCNQ2 KCNQ3 KCNS1 KCNS2 KCNT1 KCNV1 KDF1 KHDC3L KIF12 KL KLHL14 KNDC1 KRT83 KY LAD1 LAMC2 LAMC3 LAMP5 LARGE2 LBX1 LBX2 LEFTY2 LGI2 LHFPL4 LHFPL5 LHX3 LHX5 LIN28A LINGO3 LMX1A LRAT LRFN5 LRRC26 LRRC3B LRRC9 LRTM2 LSR LUZP2 LY6H LYPD3 LYPD4 MAL MAPK8IP2 MARCHF4 MARVELD3 MAST1 MATN4 MCF2L MFSD6L MGAT5B MMD2 MMP24 MMP9 MOS MPPED1 MPZL2 MTARC1 MYO5C MYOD1 MYRIP NAGS NALF2 NCMAP NECAB2 NELL1 NETO1 NEUROD1 NEUROD2 NEUROG1 NEUROG3 NGB NHLH2 NKX1-2 NKX2-1 NKX2-2 NKX2-3 NKX2-5 NKX2-8 NKX6-1 NKX6-2 NMU NPAS1 NPHS2 NPY5R NR2E1 NR4A3 NRG3 NRROS NRTN NRXN2 NTM NTRK3 NTSR1 NXPH1 ODF3B OLFML2A OLIG1 OLIG2 OLIG3 ONECUT2 ONECUT3 OPRD1 OTOP1 OTOP3 OTP OTUD7A OXT OXTR PACSIN1 PADI2 PAQR5 PAQR6 PAX1 PAX7 PAX8 PCDH8 PCNX2 PDX1 PFN3 PHACTR1 PHACTR3 PHF24 PHOX2A PHOX2B PIK3CD PLBD1 PLEKHG6 PLIN5 PLK5 PLPP4 PNMT POU2F3 POU3F2 POU3F3 POU4F1 POU4F2 POU4F3 PPM1N PPP1R16B PPP2R2C PRDM14 PRDM8 PRKCZ PRLR PRMT8 PROM2 PRR36 PRRT1 PRRT3 PRSS50 PSD PSD2 PTF1A PTGDR PTPRN2 PTPRT PYY QRFPR RAB11FIP4 RAB37 RAP1GAP2 RAPGEF4 RASAL1 RASEF RASGEF1C RASGRP2 RAX RBFOX3 RBMXL2 RBPJL RELN RFX4 RHCG RIMKLA RSPO1 RSPO4 RUNDC3A RYR2 SALL4 SCGN SCN3B SCN5A SCN8A SCNN1B SCRT1 SCT SCTR SCUBE1 SEL1L3 SELENOV SERTM1 SEZ6L SFRP5 SGSM1 SHE SHH SHISA6 SHTN1 SIX3 SIX6 SKAP1 SKOR1 SLC12A5 SLC13A3 SLC15A1 SLC16A11 SLC17A6 SLC18A2 SLC22A3 SLC26A5 SLC27A2 SLC30A2 SLC32A1 SLC34A2 SLC35F3 SLC45A1 SLC46A2 SLC47A1 SLC5A1 SLC5A5 SLC5A8 SLC6A1 SLC6A11 SLC6A2 SLC6A20 SLC6A5 SLC6A7 SLC7A10 SLC7A14 SLC8A2 SLC9A3 SLCO4C1 SLIT1 SLITRK3 SNAP25 SNCB SNHG11 SORCS3 SOWAHA SOX1 SOX18 SOX2 SPAG6 SPOCK1 SPRN SPTBN2 SRCIN1 SRD5A2 SRRM4 SST SSTR5 ST8SIA3 STK32B STMN3 SVOP SYNDIG1L SYPL2 SYT10 SYT7 TACR1 TACR3 TACSTD2 TAFA3 TAL1 TBX20 TBX21 TBXT TCERG1L TCF15 TCF20 TCF21 TCTE1 TDH TEKT4 TFAP2B TFAP2C TFAP2D TFAP2E THBS4 THEMIS2 TLX1 TLX3 TMEM114 TMEM130 TMEM150C TMEM171 TMEM174 TMEM179 TMEM181 TMEM215 TMEM229A TMEM59L TMEM91 TMPRSS2 TNFRSF9 TNNI3 TNXB TRH TRPM3 TTC22 TTC9B TTYH1 TUBB4A TULP1 UCN UGT8 UNC5A UNCX VAX1 VSTM2A VSTM2B VSX1 VSX2 VWC2 WNT10A WNT3A WNT4 WNT7A WNT7B WNT9B WSCD1 ZMAT4 ZNF804A ZNRF4 MIKKELSEN_MEF_HCP_WITH_H3_UNMETHYLATED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_MEF_HCP_WITH_H3_UNMETHYLATED ABHD16B ACRBP ACTL7B ADAM1A ADAM1B ADAM32 ADAMTSL1 APOC1 ARHGAP4 ARX ASPHD2 ASZ1 B3GNT8 BAHCC1 BASP1 BCL2L10 BEX1 BEX4 BHLHA15 BRDT C10orf67 C17orf98 C19orf67 C3orf62 C5orf47 CACNG2 CAMK2A CAMKK2 CCDC110 CCDC185 CCDC83 CCIN CDX4 CES5A CHAD CHRDL1 CHRM4 CHST6 CLVS1 CLVS2 CNGA4 CNIH2 CNTNAP2 COL9A3 CRYBB3 CRYGA DDX3X DDX4 DEUP1 DHDH DLGAP1 DMC1 DMRTC1 DNAJB8 DND1 DPEP3 DPP6 DROSHA DUSP13 EDN3 EPHA1 EPPK1 EZHIP FAM178B FAR2 FGF22 FGF6 FSCN2 FSTL5 FXYD2 GABRQ GDAP1 GFAP GIGYF1 GLRA1 GNMT GPR101 GPR158 GPR182 GPR50 GSN GTF2A1L HENMT1 HMGCLL1 HORMAD2 HOXA3 HSF5 HSPB3 HTR2C HTR5A IGSF1 IL12RB2 IL1RAPL2 IL20RB ILDR1 IRS4 JAK3 KCNE5 KCNJ11 KCNV2 KLK10 KRT18 KRT2 KRT26 KRT27 KRT4 KRT85 L1TD1 LAG3 LDHAL6B LDOC1 LGI3 LKAAEAR1 LTB4R LY6K LYPD2 MAEL MAGIX MAP7D2 MARVELD2 MGAT4D MSH4 MTNR1A MYCN MYH14 NAA11 NECAB1 NHERF4 NLGN2 NOS1 NPAS4 NPB NR0B1 NRSN1 NSD1 NSMCE3 NXPH2 OLFM3 OMP PAPOLB PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA9 PCDHAC1 PCDHB1 PCDHB10 PCDHB14 PCDHB18P PCDHB5 PCDHB7 PCSK1N PDHA2 PIWIL1 PLAAT1 PLCE1 PLCXD1 PLVAP POU3F4 PRSS44P PRSS45P PTGIR PTPN6 RAB9B RBFOX1 RBM28 RBP3 RCVRN REC8 RHBDL1 RHO RIIAD1 RNF138 RNF17 RNF225 RPH3A SAP25 SCG3 SCG5 SH3D19 SLC15A3 SLC25A31 SLC26A8 SLC2A5 SLC2A9 SLC35F4 SLITRK4 SOHLH2 SOX15 SOX3 SPAG16 SPAG6 SPAG8 SPEG SPESP1 SPIRE1 SSTR2 STRA8 SYCP1 SYCP2 SYCP3 SYNPR SYP TAF7L TBX22 TDRD1 TEKTIP1 TEX101 TEX11 TEX12 TEX13B TEX19 THEM7P THSD7B TKTL2 TLE6 TM6SF2 TMC8 TNFAIP8L2 TNFSF13B TRPC3 TRPM1 TRPM6 TSSK2 VSIR VWA1 WBP2NL ZFTA ZNF385A ZNF516 MIKKELSEN_MEF_ICP_WITH_H3K27ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_MEF_ICP_WITH_H3K27ME3 ABCC3 ADAMTS16 ADGRG7 AHSG ALOX15B ALPI ANKMY1 ANO4 APOA4 AQP2 AQP6 ARHGAP9 ARID3B ART3 ATCAY AVPR1B BICDL2 BRINP3 BSX C11orf87 C11orf97 C17orf50 C1QA C21orf62 C5 C6orf15 CA14 CA3 CALCB CD3D CD40 CD72 CDH12 CFAP65 CFAP95 CFC1 CHDH CHRNB4 CHRNG CIITA CKMT1B CLDN9 CNTNAP4 COL4A3 COL4A4 CPLX3 CUTALP CUX2 CYP1A2 DKK1 DLG2 DNAJB13 EGF ELMO1 ENTPD3 EPN3 EPO ERICH5 ESPN ESRP1 ETV2 EXPH5 FAIM2 FAM149A FFAR3 FGR FXYD7 GALNTL6 GAS2L2 GDAP1L1 GFI1B GIPR GNAT1 GPR84 GRB7 GRM3 GUCA1A HEPACAM2 HESX1 HJV HOXB13 HOXB3 ISLR2 KCND2 KCNG4 KCNIP2 KCNJ5 KCNJ9 KCNK10 KCNMB2 KCNN3 KLB LEFTY1 LINGO4 LPO LRRC23 LRRC36 LRRC43 LRRC4B LTA LY6G6C LY6G6E MALL MC1R MEF2B MIOX MOGAT1 MST1 MYBPC2 NCAN NCCRP1 NFE2 NKX2-6 NME8 NOTO NOXA1 NPHS1 NPVF NPY4R NR5A1 NR5A2 NRG4 NRL NRSN2 NSG2 ODAD1 OLAH OR2B11 PAMR1 PAX5 PCDH12 PDE11A PDE1C PDE8B PDYN PHACTR1 PHYHIP PIK3CD PKHD1L1 PLCXD3 PM20D1 PNMA8A PNOC POU2F2 PRR19 PRSS16 PRSS36 PVALB QPRT RASGRP4 REN RESP18 RGS8 RLN1 RTBDN RYR1 SCN1A SCN9A SEZ6L2 SLC24A1 SLC25A41 SLC28A3 SLC38A11 SLC38A5 SLC9A4 SLFN5 SLITRK1 SMTNL1 SOGA3 SOX17 SPACA7 SPATA3 SPINT4 STRA6LP SULT2B1 SYBU SYT3 TBATA TBX22 TCAM1P TDGF1 TDRD1 TFAP2B THSD4 TJP3 TLR12P TMEM184A TMEM232 TMEM45B TMEM63C TNF TNFRSF13C TNFRSF8 TNK1 TRIM15 TTLL6 TYMP UCP1 UPK2 UPK3A VRTN VTN WFDC10A WNT8B ZDHHC22 ZIC4 ZNF663P MIKKELSEN_MEF_ICP_WITH_H3K4ME3_AND_H3K27ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_MEF_ICP_WITH_H3K4ME3_AND_H3K27ME3 ADM2 CACNB3 CALY CNTNAP1 CORO1A EXTL1 FGF10 FRMD4A IDO1 KCNA4 KCNJ2 KLHL1 LIN28B LRRTM3 MCHR1 MDH1B MEIS1 NOL3 NOL4 NPY1R NPY2R OPCML PAK5 PCDH20 PCSK1 PTH2R PTPRR RNF207 ROBO2 SACS SERPINI1 SOX6 SPTSSB SYT1 TAL2 TMEM100 USP44 YPEL4 MIKKELSEN_MEF_LCP_WITH_H3K27ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_MEF_LCP_WITH_H3K27ME3 ABCG5 ABCG8 ADAMTS13 ADAMTSL2 ATP1A2 BTBD17 BTNL10P BTNL9 C16orf89 CARD14 CCDC187 CCM2L CD207 CDH7 CDHR2 CIBAR2 CLSTN3 CNTNAP2 ENTPD8 EPPIN FGF23 FNDC8 FUT7 G6PC1 GJA5 GUCY2F HAPLN2 HDC HTR3B IL17RE KCNIP3 KISS1 KRTAP5-2 LCN8 LHX4 LRCOL1 MMEL1 MRGPRG MYL2 MYO1F NHLH1 NR0B2 NTNG2 OR6B2 PAX4 PDZK1IP1 PKLR PLCB2 PLCD4 PPY PRND PRR15L RD3 RGS14 RNF224 SEPTIN12 SLC13A2 SLC16A8 SLC17A7 SLC45A3 SLC4A1 SOST SP6 SP7 STRA6 TNFRSF9 TRPM2 TXNDC8 USP37 WFDC21P ZNF385C MIKKELSEN_MEF_LCP_WITH_H3K4ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_MEF_LCP_WITH_H3K4ME3 ACOT11 ACTG2 AKNA AMPD3 ANGPTL2 ANXA1 ARAP1 ARHGDIB ARHGEF11 ASPN BTC C1QTNF6 C1orf54 C20orf96 C6orf118 CAB39 CAPG CASP12 CASP4 CCDC9 CCL7 CCN4 CCN5 COL3A1 COL6A1 CP CPA6 CYP2J2 CYP4F3 DAB2IP DAPK3 DDR1 DMPK ECM1 ECM2 ECSCR ELOVL1 EMILIN1 EMP3 FBXW10 FHL1 GAL3ST4 GBP2 GGNBP1 GLMP GLRX GPR173 GPSM3 GSTM1 HACD4 HGF IFI35 IFIT1B IKBKE IL17RC IL18RAP IL1RN INHBA IQSEC2 KIAA1671 LDB3 LGALS3BP LGALS9 LPIN3 LSP1 LUM MAB21L3 MASP1 MMP19 MR1 MRGPRF MRPS21 MYO7A NNMT NYAP1 OGN OLFML1 OSGIN1 P2RX6 PCOLCE PDGFRB PHYHD1 PINLYP PKIG PLPPR2 POSTN PRICKLE3 PRRG2 PSPN RAB43 RAB7B RDH5 RNASE10 RNF123 RUFY4 SARDH SCN2B SEC16B SERPINB8 SERPINB9 SERPINF1 SH3KBP1 SNX10 SOAT2 SPACA6 STYXL2 TAPBPL TBXA2R TEF TLR4 TMEM176A TMEM176B TMEM248 TNFRSF14 TNKS1BP1 TNS2 TREX1 TRIM21 VEGFD VWA5A WARS1 XAF1 XDH ZFAND6 ZFP57 ZMYM2 ZNF583 ZSCAN2 MIKKELSEN_NPC_HCP_WITH_H3K27ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_NPC_HCP_WITH_H3K27ME3 ABCG1 ADGRB1 ADRA2C AJM1 ALDH1A2 ALK ALX1 ALX3 AMIGO2 ANKRD63 ATP12A ATP2B2 B3GNT7 B4GALNT2 BCL11A BHLHE23 BMP4 BMP6 BNC1 BNC2 C12orf56 C1QL1 C1QL2 C1QTNF4 C6orf132 CA10 CA7 CABP7 CACNA2D2 CADM3 CALCR CARTPT CBLN4 CCDC92B CCKBR CDH1 CDH8 CDX2 CELSR1 CHAT CHRNA4 CLDN7 CLSTN2 CNNM1 CNTN2 COBL COL13A1 COL14A1 COL15A1 COLEC12 CPLX1 CPNE5 CPZ CRB3 CRHR1 CRTAC1 CRYBA2 CXCL14 CYP26A1 CYP2S1 DACT2 DBX1 DEGS2 DLGAP2 DLX3 DMBX1 DMRT1 DMRT2 DMRT3 DOCK8 DPP10 DRD2 DSCAML1 ECEL1 EIF4E3 EMX1 EPHA8 EVA1A EVX1 EVX2 FAM163B FAM167A FAM43B FAM89A FBLL1 FEV FEZF2 FFAR4 FGF14 FGF3 FGF4 FIBCD1 FLT3 FOXB2 FOXD3 FOXE3 FOXG1 FOXL1 FOXN4 FSTL4 GABRA5 GABRG3 GALNT13 GALR3 GATA5 GFI1 GHSR GJB2 GJD2 GPR27 GPR37 GRIK3 GRIN1 GRIN2B GRM7 GSX1 GSX2 HCK HCN1 HCN2 HCRTR1 HECW1 HES2 HOXA11 HOXA13 HOXA9 HOXB1 HOXB2 HOXB3 HOXB4 HOXB5 HOXB7 HOXB8 HOXB9 HOXC10 HOXC13 HOXC6 HOXC8 HOXC9 HOXD10 HOXD11 HOXD9 HPCAL4 HR HRH3 HS3ST6 HTR1A HTR7 IGF2 IGF2BP1 IGFBPL1 IGSF21 IHH IKZF1 IKZF3 IL11 IQSEC3 IRF5 ISL1 JAG2 JHY JPH3 KCNA7 KCNH1 KCNK3 KCNK6 KCNQ1 KCNQ2 KCNS2 KCNS3 KCTD8 LAD1 LBX1 LEMD1 LHX5 LHX8 LIN28A LIPG LLGL2 LMX1A LRAT LRFN5 LRRC26 LSR LTBP2 LY6H MAL MAL2 MAP3K21 MAST1 MESP1 MIXL1 MPPED1 MSC NALF2 NEFH NELL1 NEUROD2 NEUROG3 NFATC2 NKX2-1 NKX2-3 NKX6-1 NLRP6 NPAS1 NPAS2 NPR3 NPTXR NXPH2 ONECUT3 OPRD1 OTOP1 OTP OVOL1 OVOL2 PAPPA PAX1 PAX3 PAX7 PDGFB PDX1 PENK PGBD5 PGR PHF24 PHLDA2 PITPNM3 PITX1 PLK5 PLXDC1 POU2F3 POU4F2 POU4F3 PPM1N PPP2R2C PRDM16 PRKCZ PROK2 PROKR2 PRPH PRXL2B PTF1A PTH1R PTPRN PTPRT PYY RAB11FIP1 RAB11FIP4 RAB37 RALYL RAP1GAP2 RASGEF1C RBFOX3 RIPK4 RPRML RSPO1 RTN4R RXRG RYR2 S1PR5 SALL4 SCN4B SCN5A SCNN1G SCRT1 SCUBE1 SERINC2 SFRP1 SFRP5 SGPP2 SHISA6 SIGIRR SIM1 SIM2 SIX6 SKAP1 SKOR1 SLC12A5 SLC17A6 SLC22A3 SLC30A3 SLC38A4 SLC6A17 SLC6A20 SLC6A3 SLC6A5 SLC7A14 SLC9A2 SLCO4C1 SLIT2 SNAI3 SNHG11 SORCS3 SOWAHB SOX18 SP8 SPINT1 SPTBN2 SRCIN1 ST8SIA3 ST8SIA6 STAC2 STBD1 STMN2 SULT4A1 SYNE3 SYT12 SYT2 TBX21 TBX3 TBXT TCERG1L TCF15 TDRP TFAP2B TFAP2C TFAP2D TLX1 TLX3 TMEM130 TMEM132E TMEM150C TMEM151A TMEM163 TMEM91 TNFRSF11A TNFRSF1B TP73 TRPC6 UCN UNCX UTF1 VAT1L VAX1 VDR VGLL2 VIPR1 VSX1 VWA2 WNT1 WNT10A WNT3A WNT4 WNT9B ZNF536 MIKKELSEN_NPC_HCP_WITH_H3K4ME3_AND_H3K27ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_NPC_HCP_WITH_H3K4ME3_AND_H3K27ME3 A4GALT ABLIM2 ACAN ADAMTS2 ADAMTS8 ADORA1 ADORA2B ADRA2B ADRB3 AFF3 AHNAK AK5 AMER3 ANKRD33B AP3B2 ARG2 ASCL2 ATOH1 ATP7B BAIAP2L1 BHLHE22 BICDL1 BIK BMF BMI1 BMP8A C2CD4B CAMKK1 CASZ1 CBLN1 CCDC85A CCNO CDH11 CDH22 CDHR1 CDK5R2 CDKN1A CDS1 CELSR3 CHRNA5 CHST8 CLDN23 COCH COL27A1 CPEB1 CRH CSMD1 CXCL12 CXCR4 DISP3 DLL4 EFCC1 EGFLAM EGR4 ELFN1 EMB EOMES ERBB3 ESRRB FAM78A FBXO43 FGF11 FGF19 FGF5 FGF9 FLI1 FLT1 FOXB1 FOXC2 FOXD4 FOXF1 FOXF2 FOXQ1 FRMD5 GABRA4 GAD1 GALNT14 GATA6 GCH1 GCHFR GDNF GJA3 GNAL GNG8 GPAT3 GPC5 GPR45 GPR88 GPRC5C HMX1 HMX2 HOXC4 HOXC5 HOXD1 HOXD13 HRK HS3ST3A1 ICA1L IGF2BP2 INA INSM2 ITGA3 JPH1 KCNA1 KCNA3 KCNC4 KCNH3 KCNJ4 KCNK1 KCNK12 KCNMA1 KDELR3 KIAA1549L KIF5C KLHDC8A KNDC1 LAMA1 MAP3K9 MAPK8IP2 MFSD4A MMP24 MNX1 MSX2 MYRIP NDRG1 NEFL NEFM NEUROG1 NEUROG2 NGFR NMNAT2 NOG NPPC NRARP NTNG1 NXPH3 NXPH4 OAF OCLN P4HA2 PAQR9 PCDH8 PCSK2 PLAG1 PLEKHG3 PLTP PLXNA4 PODN PRDM6 PRMT8 PSMB9 PTGER3 PTGER4 PTGFRN PTH2 PTPN5 PTPRN2 PTPRU RAB20 RASGEF1B RASGRF1 RASSF5 RELN RET RGS6 RGS9BP RSPO2 SATB1 SEMA7A SFI1 SH3RF3 SHH SIX2 SLC24A2 SLC24A4 SLC26A4 SLC30A10 SLC35D3 SLC35F2 SLC40A1 SLC6A15 SMAD6 SMOC2 SNTB1 SOX1 SPIRE2 ST8SIA2 STK32C STX3 SYNM TACR1 TEAD4 TENM4 TFAP2A TGFB1 TMEM181 TMTC4 TRNP1 TSPAN18 TUB TUBA4A UNC5A VGF VSTM2B WNK2 WNT11 WNT6 WNT9A XKR5 ZNF296 MIKKELSEN_NPC_ICP_WITH_H3K27ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_NPC_ICP_WITH_H3K27ME3 CFAP65 ESRP1 FXYD7 HOXB13 ISLR2 LIN28B MATN1 MLPH POU2AF1 PVALB RGS8 TTLL6 MIKKELSEN_NPC_ICP_WITH_H3K4ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_NPC_ICP_WITH_H3K4ME3 A2M AADAT ABCA8 ABCA9 ABCD2 ACSBG1 ACTN3 ACTR6 ACY1 ADAL ADAMTS12 ADAMTS4 ADAMTS6 ADCY6 ADD3 ADHFE1 AGPAT4 AK1 AKAP7 AKR1B10 AKR1E2 ALDOC ALG3 ALKBH8 ALOXE3 ANGPT1 ANGPT2 ANK2 AOX1 APOBEC3B APOOL ARHGAP18 ARHGEF9 ARMH4 ASB15 ASB7 ATG4A ATOSA ATP13A4 ATP5MC1 ATP6V1G2 ATXN7L1 AXL B3GALT2 BAK1 BBS1 BCHE BCL2L2 BIVM BLZF1 BMERB1 BPGM BRSK1 C12orf4 C5orf34 C8orf48 CA3 CALD1 CAMK1 CAPN1 CAVIN2 CBLN3 CC2D2A CCDC141 CCDC28B CCDC39 CCDC77 CCDC93 CD274 CD44 CD99L2 CDH10 CDHR4 CDKN2C CFAP52 CHAC2 CHM CHRNB4 CLCN5 CLEC2D CLIC1 CNPY4 CNTN6 CNTNAP1 COL1A1 COL4A5 CORO1A COX6A2 CPEB4 CPT1C CREB5 CSRNP3 CSTPP1 CTNND1 CTNS CTSO CTU1 CWF19L2 CYB5R2 DCLRE1A DCLRE1C DDR2 DECR2 DENND2B DGKB DGLUCY DLG4 DNAI3 DNAJC12 DNAJC4 DNALI1 DNASE1L1 DPP7 DRC3 DTNA DUSP19 DYNC2LI1 DYNLRB2 DYNLT3 ECH1 EHBP1 EMP1 ENTPD1 ENTREP3 EOLA1 ERICH6 ETFBKMT ETV1 EXOC4 EXTL1 FAM111A FAM13A FAM222B FAM3A FAS FASTKD1 FASTKD2 FBP2 FBXO16 FBXW7 FIS1 FKBP14 FKBP7 FLAD1 FLRT3 FNDC11 FRG2B FRMD4A FRRS1 FTSJ1 FUNDC1 FUNDC2 G0S2 GAB3 GABRG1 GALE GAP43 GCDH GEMIN6 GHDC GMPPA GNG2 GOLPH3L GOSR1 GPER1 GPM6A GPR183 GPX8 GRIK5 GRM3 GRN GSTM1 GSTM2 GTF2H4 H1-6 HDAC6 HDAC9 HMG20A HMMR HRAS HSD17B11 HSPA1L HSPB6 HYAL1 IDNK IFI44L IFIT2 IFITM2 IFTAP IGBP1 IKZF2 INHA INTS9 IRGM ITM2A KATNAL2 KCNA4 KCND2 KCNJ2 KCTD20 KDM6B KIF14 KLC4 KLHL5 LAMB2 LARS1 LIMA1 LIN52 LIPA LIX1 LOXL3 LPAR4 LPAR6 LRP1 LRRC4B LRRC4C LRRN3 LRRTM2 LRRTM3 LSG1 LY96 LYSMD1 LYSMD4 MAPK10 MBNL2 MCTS1 MDH1B MEAK7 MED24 MEGF10 METTL15 MGST1 MMACHC MOSPD1 MPI MPST MPV17 MRGPRE MRPL35 MRTFB MT3 MTERF2 NAV3 NCAN NCKAP5 NDP NEIL1 NICN1 NIF3L1 NME7 NMRAL1 NOL4 NOL8 NOP10 NOSIP NQO1 NRXN1 NSUN6 NUDT13 NUDT22 NXPE4 OSBPL7 OSGEPL1 P2RX7 PABIR2 PAFAH2 PANK1 PBX1 PBXIP1 PCDH9 PCDHB13 PCDHB2 PCDHB4 PCLAF PCYT1B PDE1A PDE1C PDE4B PHKG2 PLAT PLD1 PLIN2 PLPP7 PML POLD4 POLR2K PPARGC1A PPP2R3C PPP2R5C PRCP PRIM1 PRPF31 PRR11 PRRC2A PTER PTN PUS3 PYCR1 RAB13 RAD51B RAD54L RAI14 RAPGEF3 RBBP9 RBM4 RBM41 RBMS2 RBMS3 RCOR2 RDH11 RECQL5 REM2 RFTN2 RFX5 RHOJ RIN2 RIOK2 RP2 RPL10 RPL19 RTTN RUFY3 S100B SAP30BP SAT2 SCNM1 SCRG1 SEMA3A SERINC4 SERPINI1 SFXN3 SH3BGRL SIPA1 SLC12A6 SLC15A2 SLC26A7 SLC37A4 SLC38A7 SLC7A11 SLC9A9 SLITRK1 SLITRK6 SMARCAL1 SMIM26 SMUG1 SOGA3 SOX5 SPARC SPARCL1 SPRED3 SPSB3 SRGAP3 SRPK2 SSPN STC1 STOML1 SUMF2 SUPT7L SUSD4 SYN3 SYNJ2 SYT1 SYT3 TBC1D22B TBKBP1 TCAF1 TCEAL8 TCIM TCN2 TCTN2 TFPT TGFB3 THBS3 TIMM21 TJP3 TKFC TLK2 TLR2 TMEM100 TMEM14A TMEM198B TMEM242 TMEM256 TMEM35A TMEM67 TMEM69 TNFAIP6 TOMM40L TOR1AIP2 TPCN2 TPP1 TRAK1 TRAPPC13 TRAPPC14 TRIM16 TRIM46 TRMT10B TSNAXIP1 TSPAN11 TTC23 TTC26 TTLL9 TUT1 TXLNB USP49 VCAM1 VGLL4 VPS41 VPS50 WASHC3 WBP1L WDCP WDR12 WDR24 WDR38 WDR83OS YPEL4 ZBTB18 ZC3HC1 ZC4H2 ZEB2 ZFP82 ZFYVE26 ZIK1 ZKSCAN5 ZMAT5 ZMYND8 ZNF112 ZNF124 ZNF182 ZNF235 ZNF239 ZNF260 ZNF276 ZNF28 ZNF317 ZNF354B ZNF416 ZNF429 ZNF454 ZNF565 ZNF585B ZNF608 ZNF646 ZNF708 ZNF724 ZNF845 ZRANB3 ZSWIM2 ZSWIM9 MIKKELSEN_NPC_LCP_WITH_H3K4ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_NPC_LCP_WITH_H3K4ME3 AGT AKNA AKT3 AMPD3 ARHGEF11 BTBD17 C1orf54 C20orf96 CAB39 CAMK1G CASP12 CP CYP2J2 CYP4F3 DAPK3 DDR1 DHRS7C ECM2 ECRG4 EMILIN1 FABP7 FGD4 FGF1 GAL3ST4 GBP2 GGNBP1 GLMP GLRX GPD1 GPR173 GPSM3 IQUB KCNIP3 KIAA0232 KIF1C MASP1 MLC1 MMP1 MRPS21 PINLYP PIPOX PLCD4 PLPPR2 PTGDS RDH5 SARDH SEC16B SERPINB8 SLC25A18 STYXL2 TGM5 TIMP4 TMEM176A TMEM248 TNS2 TREX1 TRIM21 VWA5A ZMYM2 ZSCAN2 MIKKELSEN_NPC_WITH_LCP_H3K27ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_NPC_WITH_LCP_H3K27ME3 ADGRE4P BLK CCM2L CCN5 CYSRT1 GSDMA KRT77 PRELP RP1 MIKKELSEN_PARTIALLY_REPROGRAMMED_TO_PLURIPOTENCY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_PARTIALLY_REPROGRAMMED_TO_PLURIPOTENCY CCND1 CDH13 CDKN1A CDKN2A FOXD1 PERP PHOX2B SLC38A5 SYNE2 TFAP2A MIKKELSEN_PLURIPOTENT_STATE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_PLURIPOTENT_STATE_DN CAMK2D CASP8 CBX4 CCND2 CDK6 ID3 JAK2 TGFBR2 MIKKELSEN_PLURIPOTENT_STATE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_PLURIPOTENT_STATE_UP ASH2L CBX7 CCNB1 DNMT3L DPPA5 KAT6B LIN28A NANOG REXO1 SUV39H2 TDGF1 MILICIC_FAMILIAL_ADENOMATOUS_POLYPOSIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MILICIC_FAMILIAL_ADENOMATOUS_POLYPOSIS_DN ACKR1 C3 CCL19 CCL21 CR2 CXCL13 FBLN1 IGLV3-10 MYL9 PYY MILICIC_FAMILIAL_ADENOMATOUS_POLYPOSIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MILICIC_FAMILIAL_ADENOMATOUS_POLYPOSIS_UP CDH3 CEMIP DEFA6 FZD3 LCN2 MSX2 PCSK1 SLCO1B3 TACSTD2 XIST MILI_PSEUDOPODIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MILI_PSEUDOPODIA ANKRD11 APC BBIP1 BMI1 C1orf216 CCDC34 CCND2 CCNG1 CENPB COA5 CYB5R3 DCAF5 DDR2 DKC1 DYNLL2 DYNLT3 EIF2A EIF3E FBXO32 GAB2 HNRNPA3 HTATSF1 INPP1 KANK2 KCTD10 KIF1C KIF5B MAP1B MAP2K7 MFF NAA50 PALLD PHLDB2 PKP4 PPFIA1 RAB13 RBIS RFLNB RGS20 SAMD4A SEPTIN7 SH3BGRL SSB TP53INP2 VCPIP1 XAF1 ZBTB12 ZEB1 MILI_PSEUDOPODIA_CHEMOTAXIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MILI_PSEUDOPODIA_CHEMOTAXIS_DN ABCA2 ABCA3 ABCA7 ABCC1 ABCC10 ABCC5 ABHD12 ACKR3 ACLY ACTL6A ACVR1 ADAMTS5 ADAMTSL4 ADNP2 ADORA2B ADRB2 AGFG2 AKAP1 AKR1B10 ALG1 ALKBH1 ANGPTL2 ANKRD11 ANXA7 AP2A2 APLP2 APP AQP1 AREL1 ARHGAP17 ARMC9 ASAP1 ATAT1 ATP10A ATP13A1 ATP1A1 ATP5IF1 ATRN AXL B3GNT2 B4GAT1 BAIAP2 BCAP31 BCL9 BCLAF1 BIRC2 BMP1 BRMS1 BTG1 C1GALT1C1 C1R C1S C6orf89 CALD1 CCNT2 CCNY CD109 CD9 CDIP1 CDS2 CHKA CHPF CHPF2 CHST12 CHUK CKAP4 CLCF1 CLCN4 CLCN6 CLDN9 CLIC1 CLSTN1 CNNM2 CNOT3 COL16A1 COL4A1 COL4A5 COL4A6 COL5A1 COLGALT1 CPSF7 CSPG4 CTNNA1 CTNNB1 CTSB CUX1 CYBC1 CYP4F8 DAG1 DCBLD1 DDOST DDR1 DEGS1 DGAT1 DGCR2 DHRS7 DHX30 DIAPH1 DIDO1 DNAAF9 DOLK DPF2 DUSP1 E4F1 ECM1 EDEM2 EIF1 EIF2AK3 ELOVL1 EMC1 EMILIN1 EPB41L2 EPHB4 ERH ERO1A ESD ESYT1 F3 FADS3 FAM171A1 FAM53B FBLN2 FGF7 FGFR1 FIBP FLNB FN1 FOS FOSB FUS FZD2 FZD7 GAA GALNT18 GANAB GAS5 GCN1 GGCX GGNBP2 GLA GLG1 GMCL1 GMPR2 GNB1 GNS GPAA1 GPI GPR108 GPRC5B GRN GSK3B GSPT1 H3-3A HACD3 HLA-A HLA-DMB HMGCR HMGCS1 HNRNPDL HSD17B12 HSF1 HSPA5 HSPA8 HTT IGF1R IGSF3 IGSF8 IL6ST ITGA3 ITGA5 ITGB1 ITPRIP KATNBL1 KCNN4 KCNQ1OT1 KDM6B KHK KLF3 KLF6 KRIT1 LAMB2 LAMC1 LDLR LGMN LHFPL2 LIME1 LMBRD1 LOX LRP1 LRP12 LRRC8C LTBP4 LY6E MACO1 MALAT1 MAN2B1 MAPK8IP3 MAST4 MATN2 MATN4 MED15 MFSD10 MFSD11 MFSD14B MFSD9 MIR23A MMP11 MMP14 MOGS MPG MPZL1 MSLN MST1 MTCH2 NAA40 NAGA NAGK NAGLU NCEH1 NDEL1 NEAT1 NEDD4L NEU1 NFIB NFKBIZ NHLRC3 NISCH NOC2L NONO NPC1 NPR2 NRP1 NRP2 OGA OGT P2RX4 P3H1 P4HA1 P4HA2 PABPN1 PAN3 PCDH1 PCDH19 PCNX3 PDE7A PDGFRA PDGFRB PDIA3 PDIA5 PDIA6 PFKL PHB2 PI16 PIGM PIK3IP1 PIM3 PKD1 PLA2G7 PLAT PLD3 PLOD1 PLXNA3 PLXNB2 PNPLA7 POFUT1 POFUT2 POGLUT2 POLDIP3 POLG POR PPIL2 PPP1R10 PPP6R3 PPT1 PRNP PSAP PTGS1 PTPRA PTPRF PUF60 PVR QSOX1 RAB5B RACK1 RANBP3 RARA RBM39 RBX1 RCN3 RGMB RGS3 RIOK1 RNF10 RNPS1 RPAP1 RPL12 RPL30 RPN1 RPN2 RPS10 RPS24 RRBP1 RUSC2 SBNO2 SCAMP2 SCD SCFD1 SCPEP1 SEC61A1 SEC61A2 SEL1L SELENOS SEMA3B SEMA3F SEMA4C SERINC1 SERINC3 SERPINE1 SERPINF1 SF3B3 SFI1 SFPQ SFSWAP SGMS1 SGPL1 SIGMAR1 SIRT3 SLC10A3 SLC11A2 SLC12A4 SLC12A9 SLC16A1 SLC19A1 SLC19A2 SLC1A4 SLC20A1 SLC20A2 SLC23A2 SLC29A1 SLC2A1 SLC2A10 SLC30A6 SLC35A2 SLC35F6 SLC38A10 SLC38A2 SLC38A4 SLC39A14 SLC39A7 SLC44A2 SLC4A7 SLC6A6 SLC7A6 SLC8B1 SLCO2A1 SMG5 SNED1 SNHG3 SNORD30 SNRNP48 SNX14 SNX29 SOCS3 SOD1 SOD3 SON SPNS1 SPPL2A SPTLC1 SREBF2 SRI SS18L1 STEAP3 STT3A SUN1 SUN2 SYVN1 TAP2 TAPBP TCTN1 TENM4 TGIF1 THBS1 THBS3 THRAP3 TIMP2 TIMP3 TLN1 TLR2 TM2D3 TM9SF1 TM9SF2 TMED7 TMEM109 TMEM33 TMEM43 TMPPE TNFSF9 TOR1B TPBG TRA2A TRIM35 TRPS1 TTC19 TTC7A TUBGCP4 TWSG1 TXNDC5 TXNIP TYW1B UBE2I UBTF USP14 USP53 USP7 VASN VCL VCP WLS WWP2 ZDHHC5 ZFP36 ZFYVE27 ZMIZ1 ZNF562 ZSWIM8 ZZEF1 MILI_PSEUDOPODIA_CHEMOTAXIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MILI_PSEUDOPODIA_CHEMOTAXIS_UP ABRACL AKAP12 AMMECR1 ANKRD11 ANP32B APC APOBR ATF5 BBIP1 BMI1 C1orf216 CCDC34 CCND2 CCNG1 CENPB CMC1 COA5 COX20 CPLX2 CYB5R3 DCAF5 DDR2 DKC1 DYNLL2 DYNLT3 EIF2A EIF2S2 EIF3A EIF3E FBXO32 GAB2 GLTP GOLGA4 GXYLT1 HMGN5 HNRNPA3 HTATSF1 IFT25 IGIP INPP1 KANK2 KCTD10 KIF1C KIF5B KLHL12 LZTS3 MAP1B MAP2K7 MATR3 MFF MTPN NAA50 NAP1L1 NBEAL1 NCL PALLD PDAP1 PGGT1B PHLDB2 PKN1 PKP4 PPFIA1 RAB13 RASSF3 RBIS RFLNB RGS20 SAMD4A SCAPER SEPTIN7 SH3BGRL SH3PXD2A SSB TP53INP2 TRAK2 TRIM5 UPF3A VCPIP1 XAF1 ZBTB12 ZEB1 ZEB2 ZNF17 ZNF442 MILI_PSEUDOPODIA_HAPTOTAXIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MILI_PSEUDOPODIA_HAPTOTAXIS_DN ABCB10 ABCC1 ABCC5 ABHD1 ABHD12 ACTL6A ACVR1B ADAM17 ADCY6 ADGRA2 ADGRA3 ADGRL2 ADORA2B ADRB2 AHSA1 AKAP1 ALG12 ALG3 ALG9 AMOTL2 ANGPTL2 ANKH ANKLE2 ANKRD11 ANKRD39 ANO10 ANO6 AP2A2 APLP2 APMAP AQP1 ARHGAP23 ARHGEF7 ARID1A ARMC9 ATF6B ATG16L1 ATG9A ATP10A ATP10D ATP11A ATP13A1 ATP1A1 ATP2A2 ATP6AP1 ATP6V0A1 ATP6V0A2 ATP6V0B AXL B3GALT6 B3GNT2 B4GALT1 B4GALT5 BAIAP2 BCAP31 BICD2 BLTP2 BMP1 BSG BTD BTG2 C16orf54 C2CD2L C5orf22 C6orf120 CABLES2 CALU CANT1 CCDC107 CCDC134 CCL7 CCNT1 CD109 CD151 CD276 CD34 CD47 CD81 CD9 CD99L2 CDAN1 CDC20 CDIP1 CDIPT CDS2 CERS2 CERS5 CES2 CHPF CHST14 CHSY1 CHUK CKAP4 CKLF CLASRP CLCF1 CLCN6 CLCN7 CLDN12 CLDN9 CLPTM1L CLSTN1 CMTM6 CMTR1 CNOT3 CNPY3 COL1A2 COL4A1 COL4A2 COL4A5 COLGALT1 CPD CREB3 CREB3L2 CREG1 CRTAP CSF1 CST3 CTIF CTNS CTR9 CTSD CTSV CTSZ CXCL6 CYB561D2 CYP4F8 DAD1 DAG1 DCBLD1 DCBLD2 DDOST DDR1 DEGS1 DERL2 DGCR2 DHRS13 DHRS7B DNAJC1 DNAJC22 DOLK DPAGT1 DPF2 DPY19L3 DRAM1 DTNA DUSP1 E2F2 EBP ECE1 EFNA1 EFNB1 EIF2AK3 ELOVL1 ELOVL5 EMC1 EMC7 ENC1 ENDOD1 ENTPD6 EPHB2 EPHB4 EPPK1 ERBB2 ERG28 ERGIC1 ERLIN1 ERMP1 ESYT1 ESYT2 EXOSC10 EXT2 FAF2 FAM171A1 FAM3A FAM83D FBXL6 FBXO34 FGFR1 FGFRL1 FITM2 FKBP10 FKBP11 FKBP2 FLNA FLNB FLNC FZD2 FZD7 FZR1 G6PC3 GAA GANAB GAS2L3 GBA1 GCN1 GDNF GGA2 GGTA1 GJA1 GJB3 GJC1 GLA GLB1 GLG1 GLMP GLRX3 GNS GOT2 GPC1 GPR89A GPRC5A GPRC5B GRAMD4 GRN GTF3C1 GUSB HACD2 HACD3 HBEGF HEG1 HELZ2 HGSNAT HJURP HLA-A HLA-B HLA-DMB HMGCR HMMR HOXB3 HOXD4 HS2ST1 HSD17B12 HSD17B7 HSPA5 HSPG2 HTT HYAL2 ICMT IFNAR2 IGF1R IGFBP6 IGSF8 IL17RA IL17RD IL34 IL4R IL6ST ILVBL INCENP IPO4 IQGAP1 ITGA3 ITGA5 ITGB1 ITM2C ITPR3 ITPRIP JAGN1 JKAMP KANSL3 KANTR KCNN4 KDELR2 KDSR KIAA2013 KIF22 KIFC1 KMT2B LAMB1 LAPTM4B LARGE1 LAYN LCLAT1 LDLR LENG8 LHFPL6 LIF LIPA LMAN1 LMAN2 LMF2 LMTK2 LOXL3 LRIG3 LRP1 LRP10 LRP12 LTBP1 LTBP2 LTBP3 LY6E M6PR MAFG MANF MARVELD1 MBOAT7 MED15 MEN1 MFGE8 MFHAS1 MFSD1 MFSD10 MFSD11 MFSD14A MFSD14B MFSD5 MGAT1 MGAT2 MIA3 MIGA2 MINPP1 MLEC MMP2 MOGS MPDU1 MPZL1 MRC2 MSLN MSMO1 MYADM MYDGF NAGK NAGPA NCAM1 NCLN NDST1 NDST2 NEAT1 NECTIN2 NEDD4L NEO1 NFIB NFKB2 NHLRC2 NID1 NISCH NLGN2 NOL11 NPTN NPTXR NRM NSMCE3 NUMA1 OAF OGFOD3 OGT ORAI1 ORMDL2 P4HA1 P4HA2 PALD1 PAN3 PANK4 PCDH1 PCDH19 PCDHGC3 PCNX3 PCOLCE PDCD11 PDGFRB PDIA3 PDIA4 PDIA5 PDIA6 PEAR1 PHB2 PHRF1 PIEZO1 PIGK PIGO PIGS PIGU PIGX PIM3 PIMREG PKMYT1 PLA2G15 PLAGL2 PLEC PLK1 PLOD3 PLPP1 PLXNA1 PLXNB2 POFUT2 POGLUT2 POLDIP3 POLG POLR3A POLRMT POMGNT2 POMT2 POR PPFIBP1 PPIL2 PPM1L PPP1R15B PRDX4 PRKCSH PROSER1 PRSS23 PSEN1 PSMD7 PTCH1 PTDSS2 PTGES PTGS1 PTPN23 PTPRF PTPRK PTPRS PTTG1IP PUF60 PXDN PXYLP1 QPCTL QSOX1 RACK1 RAET1L RAI1 RAP1GAP2 REEP3 RER1 RETSAT RGMB RNASEK RNF10 RNF121 RNF26 RNPS1 RPL12 RPL30 RPN1 RPS10 RPS17 RPS24 RPS9 RTN3 RTN4 S1PR2 S1PR3 SBF1 SBNO2 SC5D SCAMP2 SCAMP3 SCARB1 SCD SCFD1 SDC1 SEC11A SEC61A1 SEC61A2 SELENOS SEMA4C SERINC1 SERPINH1 SETD1A SF3B3 SFSWAP SFT2D1 SGMS1 SGMS2 SGPL1 SGPP1 SHISA5 SIGMAR1 SLC10A3 SLC11A2 SLC12A4 SLC16A1 SLC16A13 SLC19A1 SLC19A2 SLC20A1 SLC20A2 SLC22A23 SLC23A2 SLC27A4 SLC29A1 SLC2A1 SLC2A10 SLC30A1 SLC30A5 SLC30A6 SLC30A7 SLC35A2 SLC35B2 SLC35B4 SLC35E2B SLC35F6 SLC36A1 SLC38A1 SLC38A10 SLC38A2 SLC38A4 SLC39A10 SLC39A13 SLC39A14 SLC39A6 SLC39A7 SLC41A1 SLC43A3 SLC44A2 SLC45A4 SLC46A1 SLC49A4 SLC4A7 SLC50A1 SLC52A2 SLC5A6 SLC66A1 SLC7A5 SLC7A6 SLC9A1 SLC9A5 SLC9A6 SLCO2A1 SMPD1 SMPD3 SNAI1 SNX21 SOAT1 SOCS1 SOD3 SON SPARC SPATA2 SPCS2 SPNS1 SPPL2A SPPL2B SPPL3 SPTLC1 SPTLC2 SQLE SRD5A3 SREBF1 SREBF2 SRI SRPRB SSH1 SSR3 ST3GAL2 ST6GALNAC4 STC2 STEAP3 STING1 STON1 STT3A SUCO SURF4 SYNGR2 SYS1 SYVN1 TAF1C TAF1D TAF5L TAPT1 TBC1D25 TBL2 TEX2 TEX261 TGFB1 TGFBR3 TGOLN2 THBD THBS1 THBS3 TIMP2 TINAGL1 TLCD1 TLN1 TM2D2 TM2D3 TM9SF1 TM9SF2 TM9SF3 TM9SF4 TMBIM4 TMBIM6 TMCO3 TMED1 TMED10 TMED7 TMED9 TMEM101 TMEM109 TMEM115 TMEM158 TMEM161A TMEM184B TMEM185A TMEM19 TMEM201 TMEM245 TMEM248 TMEM259 TMEM33 TMEM41B TMEM43 TMEM63A TMEM63B TMEM86A TMEM97 TMPPE TMX2 TNFRSF12A TNFRSF1B TNFRSF21 TNFSF9 TNRC18 TOR1A TOR1B TOR2A TPBG TPCN2 TRAM2 TRIB1 TRIM11 TRIM35 TRIM45 TRIO TSPAN11 TSPAN14 TSPAN31 TSPAN4 TSPAN6 TSPAN9 TSSC4 TTC13 TTC19 TTC7A TTLL4 TUT1 TXNDC11 TXNDC15 TYMS TYW1B UBAC2 UBE4A UBIAD1 UNC50 UNKL USP19 UXS1 VARS1 VASN VCL VCP WDR62 WIZ XPOT XXYLT1 YIPF3 ZBTB39 ZC3H4 ZCCHC14 ZDHHC24 ZDHHC5 ZDHHC9 ZFP36 ZFYVE27 ZMYND8 ZNF142 ZNF263 ZNF562 ZNF740 ZNRF3 ZZEF1 MILI_PSEUDOPODIA_HAPTOTAXIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MILI_PSEUDOPODIA_HAPTOTAXIS_UP AASDHPPT ABCB7 ABI2 ACBD5 ACSL4 ACTR2 ACTR6 AGFG1 AGGF1 AGTPBP1 AHSA2P AK6 ANAPC4 ANKRD11 ANKRD13C AP3M1 AP4S1 APC ARHGAP5 ARL5A ARL6 ARMC1 ARMCX3 ARPP19 ASNSD1 ATE1 ATF2 ATP6V1D ATR ATRX BBIP1 BCLAF1 BCLAF3 BEND6 BMI1 BMT2 BORCS7 BTBD1 BTF3L4 BUB1 BZW1 C1D C1orf216 C3orf38 C5orf24 C9orf85 CAB39L CACYBP CAMK2D CAMSAP2 CAPZA1 CAPZA2 CARNMT1 CAVIN2 CCDC141 CCDC34 CCDC90B CCNC CCND2 CCNE2 CCNG1 CCNH CD2AP CDC5L CDKAL1 CDV3 CEBPZOS CELF2 CENPB CENPK CENPP CENPQ CENPU CEP83 CETN3 CFAP97 CFDP1 CFL2 CGAS CHEK1 CHMP1B2P CHMP2B CHPT1 CIP2A CISD1 CISD2 CLOCK CNOT2 CNOT7 COA5 COMMD8 COP1 COPS2 COX7B2 CPSF6 CRBN CRIPT CRYZL1 CSNK1G3 CSTF2 CTBP2 CTTNBP2NL CUL2 CUL3 CUL4B CYB5R3 CYB5R4 CYP2C18 DCAF5 DCAF6 DCLK1 DCUN1D1 DDR2 DDX10 DEK DIXDC1 DKC1 DLG3 DMXL1 DNAJA1 DNAJB4 DNAJC15 DNM1L DOCK11 DPP8 DTNA DYNC1LI2 DYNLL2 DYNLT2B DYNLT3 EFR3A EIF1AX EIF2A EIF2S2 EIF3E EIF3J EIF4G2 EIF5B EMC2 ERBIN ERGIC2 ERI1 ESCO1 ESF1 EXOSC9 FAM133B FAM13B FAM229B FAR1 FASTKD2 FBXO32 FBXW2 FGFR1OP2 FKBP3 FNBP1L FNDC3A FRG1 FXR1 FYTTD1 GAB2 GDI2 GKAP1 GMFB GMPS GNL2 GNPNAT1 GOLPH3 GPATCH4 GPBP1 GPRASP3 GSPT1 GTF3C6 GTPBP4 GULP1 HDAC2 HDGFL3 HERC4 HES5 HIBCH HIF1A HMGCS1 HMGN3 HNRNPA3 HNRNPH2 HNRNPH3 HNRNPK HNRNPR HTATSF1 IDI1 IFI16 IFIT2 IFT74 IFTAP IGF2BP2 IL2 INPP1 INTS13 INTS8 IQSEC2 IRAK1BP1 IRGM ITGB3BP IVNS1ABP IWS1 KANK2 KCTD10 KIAA1143 KIF1C KIF2A KIF5B KPNA3 KRAS KRR1 LARP7 LGALSL LIMS1 LSM14A LST1 LTN1 LZTFL1 MAK16 MAP1B MAP2K7 MAPK8 MAPKBP1 MATR3 MBIP MBNL1 MBNL2 MEF2A METAP2 MFAP1 MFF MIB1 MID2 MKRN1 MLLT3 MOB4 MPP7 MRE11 MRPL13 MRPL47 MRPL57 MRPS14 MRPS18C MRPS22 MRRF MSANTD4 MTAP MTHFD2L MTMR6 MTPAP MTPN MYCBP MYEF2 MYO1H MYO5A NAA15 NAA30 NAA50 NAE1 NAMPT NAP1L1 NCOA2 NCOR1 NEMF NET1 NFIA NIFK NIPBL NIPSNAP2 NPM1 NR3C1 NUDCD2 NUDT2 NUP54 NUSAP1 NXT2 OGFRL1 OLA1 OPA1 ORC2 ORC3 OXR1 PAFAH1B1 PAIP1 PALLD PARP4 PBRM1 PCNP PCYT1B PDCD10 PDCD5 PDK1 PDSS1 PFN2 PHLDB2 PIK3C2A PIP4K2A PJA2 PKP4 PLEKHA8 PNO1 POLA1 POLR1F PPFIA1 PPHLN1 PPP1CB PPP1R12A PPP1R7 PPP2R3A PPP3CA PPP4R2 PPP4R3B PPWD1 PRIM1 PRPF40A PSIP1 PSMC3IP PSMC6 PSMD6 PTAR1 PTP4A1 PTP4A2 PTPN2 PTPN4 PUM3 PWWP3B QKI R3HDM1 RAB11A RAB13 RAB5A RAB8B RABEP1 RALA RANBP6 RAP1A RAP2C RASA1 RBBP8 RBIS RBM25 RBM34 RBM41 RBM7 RFLNB RGS20 RIOK3 RNF115 RNF138 RNF6 RO60 ROCK1 RP2 RPAP2 RPE RPF2 RPL17 RPL21 RPL31 RPS20 RPS6KA3 RPS6KA6 RSPRY1 RTRAF RWDD1 RYBP SACM1L SAMD4A SAMD9L SANBR SARNP SBF2 SCP2 SCRN3 SDHAF3 SELENOT SEPTIN6 SEPTIN7 SERF1A SERPINB9 SETD7 SF3B1 SH3BGRL SH3GLB1 SHOX2 SKP1 SLC25A46 SLC4A1AP SLIRP SLTM SLU7 SMAP1 SMC3 SMC5 SMCHD1 SMCO4 SMIM13 SMIM15 SNAP23 SNHG6 SNX16 SNX5 SNX6 SOS1 SPRED1 SREK1IP1 SRP54 SRSF1 SRSF11 SRSF3 SS18L2 SSB SSBP1 ST13 STAG1 STAG2 STARD10 STARD4 STEEP1 STRAP STRBP STRN STYX SUCLA2 SUMO1 SYNJ2BP TAF13 TANK TAX1BP1 TBC1D12 TBC1D15 TBC1D8B TCEA1 TCF12 TENT2 THOC1 THOC7 THUMPD3 TIAL1 TIGD2 TIMM8A TLK2 TMEM167A TMEM263 TNKS2 TOGARAM1 TOMM70 TOPORS TP53INP2 TPD52 TRA2B TRAPPC2 TRAPPC8 TRIM44 TRIP4 TRMT11 TSR1 TSTD3 TTC1 TTC33 TUBGCP4 TUT7 TXNDC9 TXNL1 UBA3 UBE2D2 UBE2D3 UBE2V2 UBLCP1 UBR3 UCHL5 UFSP2 UGP2 USP16 USP24 USP46 UTP14A VAMP4 VBP1 VCPIP1 VPS13A VPS35 VPS41 VPS4B VPS54 VTI1B WBP4 WDR26 WDR43 WDR75 WWP1 WWTR1 XAF1 XPO1 YAE1 YAF2 YES1 YME1L1 YTHDC1 YTHDF2 YTHDF3 YWHAB ZBTB12 ZBTB38 ZDHHC2 ZEB1 ZFR ZMAT2 ZMYND11 ZNF131 ZNF24 ZNF277 ZNF326 ZNF519 ZNF560 ZNF616 ZNRF2 ZRANB2 ZRSR2 MINGUEZ_LIVER_CANCER_VASCULAR_INVASION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MINGUEZ_LIVER_CANCER_VASCULAR_INVASION_DN AASS ADH4 CYP3A4 DEPDC7 DPYS GLYAT GLYATL1 KLF9 MASP2 MAT1A MYLK PAH PCK1 PIK3R1 PON1 PPARGC1A RCL1 SLC38A2 SLC38A4 UGT2B15 ZFAND5 MINGUEZ_LIVER_CANCER_VASCULAR_INVASION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MINGUEZ_LIVER_CANCER_VASCULAR_INVASION_UP CD24 CDKN3 CPD GORASP2 HDLBP KDELR1 NARF NDUFS8 NOMO2 PGLS TYMS UBE2C XPOT YY1AP1 MISHRA_CARCINOMA_ASSOCIATED_FIBROBLAST_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MISHRA_CARCINOMA_ASSOCIATED_FIBROBLAST_DN BDNF C1S CAT CD24 CD55 CTSA FTL HGF HSPA1A ID2 JUP KRT14 KRT18 KRT19 KRT7 KRT8 MAN2B1 MET MFAP4 MGST1 RARRES2 SFRP2 SPINT2 TCEAL1 MISHRA_CARCINOMA_ASSOCIATED_FIBROBLAST_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MISHRA_CARCINOMA_ASSOCIATED_FIBROBLAST_UP BEX5 CA12 CCL2 COL6A1 COL6A2 CTHRC1 CTSK EGR1 FGR FOS FXYD3 GEM HBA2 KRT17 MMP9 PDGFA PDGFRB PLAU RAB3B SESN2 TCN1 THY1 TMEM156 TNC MISIAK_ANAPLASTIC_THYROID_CARCINOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MISIAK_ANAPLASTIC_THYROID_CARCINOMA_DN DLG3 ENPP5 ERBB4 FGFRL1 FRMD3 IKZF2 LIPG LMO3 NR3C2 NTRK2 PCSK2 PHEX PLPP3 RBPMS RORA SH3BGRL2 TMEM245 VSTM4 ZNF544 ZNF704 MISIAK_ANAPLASTIC_THYROID_CARCINOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MISIAK_ANAPLASTIC_THYROID_CARCINOMA_UP ACTC1 ARID3A ARL2 B4GALNT4 BIRC5 CHEK1 COL20A1 DTL FZD10 GINS1 GPC1 GREM1 HCN1 HES7 HIF3A HMGA1 IGF2BP1 KAZALD1 KLHL33 LMNB1 MAD2L1 MME MYLK MYO18B NDNF NRXN2 OTX1 PAX3 PCDH19 POU3F2 PRLR PTH1R RRM2 SCD SERPINE1 SH2D4B SIX4 SLC22A7 SLC7A5 SMTNL2 SP6 SPC24 TBL3 TFRC TRIM9 MISSIAGLIA_REGULATED_BY_METHYLATION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MISSIAGLIA_REGULATED_BY_METHYLATION_DN AARS1 ACAT2 ALYREF ANP32B ARHGAP19 ARL6IP1 AURKA BUB1B CAD CAV1 CCNA2 CDC25C CDC45 CDC6 CDK1 CDKN2C CDKN3 CDT1 CENPE CENPF CENPM CHEK1 CSE1L CYP2J2 DANCR DCLRE1A DEK DHFR DLGAP5 DNMT1 DTYMK DUT EBP ENOSF1 ESPL1 EXOSC8 EZH2 FASN FBL FOSL1 FOXM1 FUT8 GMNN GMPS H2AZ1 H2AZ2 HAT1 HDHD5 HMGB1 HMGB1P10 HMGB2 HMGB3 HMGN2 HMGN2P9 HNRNPA1 HNRNPAB HNRNPL IFT20 ILF3 ITGB4 KIAA0586 KIF14 KIF22 KIF23 KIFC1 KNTC1 LANCL1 LBR LIG1 LINC00667 LMNB1 MCM5 MDC1 MDFI MECOM MICU1 MKI67 MSH6 MTFP1 NCAPD3 NCAPH NDUFS3 NEK2 NRGN NUSAP1 PAICS PCBP2 PCDH7 PCLAF PIR POLD2 POLD3 PRC1 PRIM1 PRKDC PSIP1 RAB26 RANBP1 RBMX RCC1 RFC4 RFC5 RNASEH2A RPA3 RRM1 SEMA3A SHMT1 SMC1A SMC2 SMC4 SNRNP40 SNRPA SRSF3 STMN1 TK1 TMPO TRIM28 TYMS UBE2C YES1 ZNF175 ZWINT MISSIAGLIA_REGULATED_BY_METHYLATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MISSIAGLIA_REGULATED_BY_METHYLATION_UP ACSS1 AREG ARF4 ARL6IP5 ATF3 ATOX1 ATP1B1 ATP6V0E1 ATP6V1G1 BCL11A BECN1 BIRC3 BLZF1 BST2 CAMSAP2 CCL20 CCS CD55 CD9 CDC123 CDKN1A COL1A1 CTAG1B CTSB CTSL DNAJB2 DUSP1 DUSP5 DUSP6 EVX2 GADD45A GRK4 GRN GSN H2AC21 H2AC6 H2BC12 HLA-E HYAL1 IFI44L IFIT1 IFNGR1 IGF2 IGFBP3 IL1B IL23A IL32 ISG15 ISG20 ITGA2 KDM2A LCN2 LDAF1 LGALS9 LGMN LY6E MAGEC1 MAP1LC3B MAP2K3 MELTF MFGE8 MIR22HG MMP15 MX2 MXD4 MYRIP NEU1 OAS1 OAS2 P4HA2 PAGE1 PANX1 PERP PISD PLAT PLAUR PMEL POLD4 PON2 PPT2 PRDX5 PRSS8 PSAP PSEN1 PSG1 PSG11 PTGS2 QPRT RAB9A RARRES1 RBM38 RCAN1 RNF103 RRBP1 S100P SAT1 SCAMP2 SDC4 SERPINE1 SLC6A8 SLPI SOD2 SP110 SPINT1 SQSTM1 SSX4 ST3GAL5 STAT1 SUSD6 TACSTD2 TAP1 TFPI2 TIMP1 TMEM184B TMEM59 TNFAIP2 TNFAIP3 TRIM21 TXNIP UBD UBE2H UBE2L6 USP9X WFDC2 YPEL5 MITSIADES_RESPONSE_TO_APLIDIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MITSIADES_RESPONSE_TO_APLIDIN_DN ACLY ADD3 AGBL5 AGPAT5 AHCY AKAP11 AKT3 ALDH5A1 ANKRD10 AP3D1 ARHGAP19 ASPM ATP13A3 ATP8A1 ATXN1 AURKA AVL9 BICD2 BIRC5 BLM BLTP2 BUB1 BUB1B CAD CALM3 CAMSAP1 CASP6 CBFB CBX3 CBX5 CCNA2 CCNB1 CCNE1 CD9 CDC42BPA CDC7 CDCA8 CDT1 CENPA CENPF CERK CHAF1A CHD4 CKAP2 CLTC CMPK1 CNOT1 CPNE3 CSE1L CSNK2A1 CTNNA1 CTPS1 CUL3 DAZ1 DCP2 DDAH1 DDX46 DEK DENND1B DEPTOR DERL1 DHCR24 DLGAP5 DROSHA DSP DUT ECT2 EDA EDEM3 EIF2AK2 EIF3A EIF4B EIF4G1 ELAVL1 ENO2 EPRS1 ERCC6L FAM120A FAM168B FAM20B FANCG FANCI FBXO5 FERMT1 FOXM1 FUT8 GCN1 GINS1 GMPS GNB1 GPI GPR161 GPRC5A HADH HCFC1 HDAC9 HDGF HEATR1 HELLS HJURP HNRNPAB HNRNPD HNRNPR IMPA2 IMPDH1 IPO5 IQGAP1 JPT2 KAT2B KAZN KCTD12 KIF14 KIF18B KIF4A LBR LPCAT1 LYPLA1 MACF1 MAGED1 MAN1A2 MAPK6 MARCHF6 MBNL1 MCM2 MCM4 MCM5 MDN1 MELK MFHAS1 MKI67 MMD MRPL19 MSH2 MSH6 MTMR4 MYB MYBL2 MYC NAA15 NBPF14 NCAPD2 NCAPG NCAPG2 NCAPH NDC1 NEK2 NF2 NFATC2IP NOTCH2 NSD2 NSDHL NUCKS1 NUDT3 NUP188 NUP205 NUP210 NUP50 NUSAP1 OSBPL8 PALB2 PALM2AKAP2 PARP1 PCLAF PDS5A PDS5B PDXK PGAM1 PIK3CB PLEC PODXL POLD3 POLR2B PPAT PPP1R16B PRKAR2A PRKCA PRKDC PRPF8 PSMD2 PTPN11 PTTG1 PTTG3P PWWP3A RAB11A RAB4A RACGAP1 RAP2A RASSF2 RBBP6 RCAN1 RFC4 RNGTT RRM1 RRM2 RSRC1 SCAMP1 SCD SEPTIN9 SF3B1 SHCBP1 SKP2 SLC37A4 SLC38A1 SLC38A2 SLC5A3 SLC7A1 SLK SMC2 SMC3 SNRPA SPEN SPTBN1 SUGP2 SUMO3 SUPT16H SYK TACC3 TARDBP TBL1X TEX2 TFDP1 TIPIN TMEM106C TMEM97 TOMM20 TOP2A TOPBP1 TPGS2 TPR TPX2 TRAF3 TRAM2 TRIP13 TRRAP TTC3 TUBA3C TUBA3E TUBB TYMS UBE2G2 URI1 USP7 WDR76 WEE1 WSB2 ZC3HAV1 ZFP64 ZNF22 ZNF395 ZWINT MITSIADES_RESPONSE_TO_APLIDIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MITSIADES_RESPONSE_TO_APLIDIN_UP AASS ABCA8 ABCG1 ACKR3 ACOT9 ADPRM AKAP8L AKTIP ALOX5AP AMPD1 ANKRA2 AP5Z1 APC2 ARC AREG ARF4 ARF6 ARG2 ARID3B ARID4B ARID5B ARIH1 ARMCX3 ARMCX6 ASCC1 ATAD2B ATF7IP ATG12 ATG9A ATP1B3 ATP6V0A1 ATP6V0E1 AVPI1 AZGP1 BACH1 BASP1 BBC3 BCAS2 BCL2L11 BCL3 BDNF BET1 BEX4 BHLHE41 BIN3 BRD2 BRF2 BSDC1 BTG3 C1orf50 C2orf42 C3AR1 C3orf52 C6orf120 CASP9 CBS CBX8 CCL3 CCN1 CCNDBP1 CCNL1 CCNT2 CCPG1 CCR2 CD84 CDC14A CDKN2AIP CEBPB CENPC CHKA CHMP4A CHST2 CHTOP CIDEC CLCN3 CLDND1 CLK1 CLK3 CLK4 COL1A1 COMP CPT1B CREM CTH CTSB CTSS CXCR4 CYTIP DBNDD2 DDIT3 DDX18 DDX19A DDX27 DDX50 DENND3 DENND4A DGUOK DIABLO DIP2C DMTF1 DNAAF1 DNAJB6 DRD3 DUSP1 DUSP11 DUSP2 DUSP5 DUSP6 DXO EAF2 EGR4 EIF1 EIF2AK3 ELK3 EOLA1 ETNK1 ETV1 EXT1 EZR F2R FAM13A FAM53C FBP2 FBXO34 FEM1C FNBP1 FNBP4 FOSB FOSL1 FOXD1 FOXO1 FRAT1 GABARAPL1 GAD1 GADD45A GADD45B GALNT3 GARRE1 GEM GIPR GLA GLIPR1 GMPR GNAS GOSR1 GTF2B GTPBP1 H1-10 H2AC10P H2AC13 H2AC18 H2AC7 H2BC10 H2BC5 H2BC7 H3-3B H3C4 H4C12 H4C3 HAPSTR1 HBEGF HBP1 HCP5 HDGFL3 HERPUD1 HES1 HGSNAT HHLA3 HLA-DOA HLA-DRB6 HLA-E ICAM1 ID2 ID3 IDI1 IFIT1 IFITM1 IFITM3 IFRD1 IFT57 IGF1 IMPA1 INS INTS6 IP6K2 IRF1 IRF7 IRS2 ISG20 IVD JAK1 JARID2 JMJD6 JOSD1 JUND KANSL2 KCNE4 KDM3A KDM6B KDM7A KIN KLF2 KLF4 KLF6 KLHL21 KMO KSR1 LAPTM4A LAX1 LCK LDLR LDLRAD4 LIMA1 LINC00869 LRRC2 LY9 MAFF MAP1LC3B MAP2K3 MAP3K13 MAP3K14 MAP4K3 MAPKAPK5-AS1 MARCKS MBIP MBTPS1 MCF2L MCL1 METTL25B MIR22HG MIS12 MKRN1 MOB4 MORC3 MR1 MRPL49 MSRB2 MTMR6 MTUS1 MYLIP N4BP2L2 NAMPT NAP1L1 NAP1L2 NARF NAT9 NCOR2 NDEL1 NECAP1 NEK1 NEMF NFE2L1 NFE2L2 NFKBIA NFU1 NGRN NKX2-1 NLRP1 NMRK1 NR1D1 NR4A3 NRBF2 NUAK2 NUDT9 NXF1 OAS1 OASL ODR4 OFD1 ORC5 OSER1 OTUD4 P2RX1 PAK5 PARP8 PDE3B PDE4A PDE8A PDGFB PDLIM3 PEA15 PEX13 PFDN2 PFKFB3 PGM3 PHF1 PHYH PIGA PIK3IP1 PIP5K1B PKP1 PLEKHM1 PLIN2 PLPP3 PLSCR1 PMS2P2 PNLIPRP1 PNRC1 POFUT2 POLB POLR1E POLR2A POPDC2 PPARGC1A PPP1R10 PPP1R15A PPP1R2 PPP1R3C PPP2R5B PRKRIP1 PRPF4 PTHLH RAB9A RABGGTB RAPGEF2 RBM4 RBMS1 RECQL5 RGS13 RGS2 RHOB RIOK3 RNF11 RNF114 RORA RPGRIP1L RPS6KA2 RSRC2 RUBCN RUNX1 RYBP SAMSN1 SC5D SCNN1A SCYL3 SDF2 SEC23B SEC61A2 SEC62 SERINC3 SFPQ SH2D2A SIDT1 SIK3 SKIL SLC25A13 SLC2A3 SLC35A2 SLC35F5 SLC3A2 SLCO4A1 SLCO4C1 SMAD3 SMN1 SNHG32 SNRK SOCS1 SORBS2 SP140L SPATA2 SPOP SPRED2 SPTBN4 SQSTM1 SRC SRSF5 ST3GAL5 STAP1 STBD1 STK17A STK17B STOM STX12 STX5 STYXL1 SUGCT SUPT6H SUSD6 TACC2 TAF1D TBC1D3F TENT5A TERF2IP TESC TGDS TGS1 THAP9-AS1 THEMIS2 TIGAR TIMP1 TJAP1 TK2 TLE3 TMF1 TMSB4Y TNFSF10 TNFSF9 TOB2 TOMM34 TOR3A TP53TG1 TPBG TPM4 TRAPPC2 TRIB1 TRIM33 TRIM38 TRMO TRMT1L TSC22D3 TSPYL1 TSPYL2 TSTD2 TTC17 TUFT1 TUT7 TYW1 UBE2B UBE2H UFSP2 UNC50 USP20 USP36 VAMP2 VDR WDR26 WHRN WSB1 YES1 YJU2B YY1AP1 ZBTB48 ZCCHC8 ZNF131 ZNF140 ZNF165 ZNF184 ZNF215 ZNF222 ZNF250 ZNF274 ZNF34 ZNF394 ZNF571 ZP3 MIYAGAWA_TARGETS_OF_EWSR1_ETS_FUSIONS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIYAGAWA_TARGETS_OF_EWSR1_ETS_FUSIONS_DN ABHD17B ABHD2 ACTG2 ACTN1 ACTRT3 ADAM12 ADAM19 ADAMTS12 ADAMTS5 ADAMTSL1 ADM AFF3 AK4 AK5 AKR1C1 ALDH1A3 AMIGO2 ANGPT1 APCDD1L ARHGAP1 ARHGEF28 ARHGEF5 ARL15 ASS1 ATP7A B3GNT9 BAALC BMERB1 BNIP3 C10orf90 CA12 CA9 CALM2 CAMK2D CCDC80 CCL2 CCL3 CD44 CDC42EP3 CEMIP CEP135 CHI3L1 CHN1 CHST7 CLCF1 CMKLR2 COL11A1 COL1A2 COL3A1 COL5A1 COL8A1 CREG1 CXCL8 DAB2 DCBLD2 DENND1B DIPK1A DIPK2A DKK1 DMXL2 DNER DNM3OS DOK5 EGFR EHBP1 EIF5A2 ELL2 ELOVL6 ENPP2 EREG EYA4 F3 FAM171B FAM174A FGF7 FIBCD1 FIBIN FILIP1L FOXD1 FST GALNT5 GAPLINC GASK1B GATA6 GCNT1 GFPT2 GLT8D2 GPNMB GPR180 GRIA1 HACD1 HAS2 HIP1 HMGA1 HMGA2 HR HSPB7 HYCC1 IGFBP3 IL1R1 IL6 INKA2 INPP4B IRS1 ITGA11 ITGB8 KCTD4 KRTAP1-5 LIF LINC00968 LINC01119 LMCD1 LOXL2 LRRC17 LSM11 LTBP1 LTBR LUM LYPD6B MAB21L2 MAFF MAP2 MARCKS MATN2 MEIS2 MFSD2A MICAL2 MINDY2 MIR1245A MIR155HG MIR221 MME MMP14 MOSPD1 NABP1 NAP1L1 NEDD4L NID2 NR2F2 NR3C1 NREP NRG1 NRIP1 NRP1 NUDT7 OSBPL1A OSMR PABPC1L PCDH18 PDE1C PDLIM4 PDZRN3 PEX2 PID1 PKIA PLAU PLOD2 PLPP3 PLPP4 PLXNA1 PPP1R7 PPP2R3A PRDM1 PRICKLE2 PRR16 PRRX1 PRSS12 PTGER2 QSOX1 RAB27A RBMS3 RECK RFTN1 RGMB RIOK1 RPS6KA2 RPS6KA6 SBF2-AS1 SCG5 SEC24D SEC63 SEMA3C SEMA5A SEMA7A SERPINB7 SERTAD2 SH3BP5 SLC16A7 SLC1A3 SLC22A23 SLC2A3 SLC4A7 SLC8A1 SMAD7 SMIM29 SNX21 SNX9 SOAT1 SOWAHC SPARC SPEG SPOCD1 SPRED1 SRPX ST3GAL6 STC1 STC2 STXBP5 SVIL SYNC SYNM TAF13 TANC2 TBX2 TBX2-AS1 TCAF1 TENM3 TLE1 TMEM158 TMEM171 TNFRSF11B TNFRSF19 TNIK TRBC1 TRBC2 TSPAN5 UNK VASN VCAN VGLL3 VSTM4 ZNF239 ZNF281 ZNF365 ZNF395 MIYAGAWA_TARGETS_OF_EWSR1_ETS_FUSIONS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIYAGAWA_TARGETS_OF_EWSR1_ETS_FUSIONS_UP ABHD6 ADARB1 ADCY4 ADCY9 ADRA1D AKAP13 AKAP7 AKR1B10 ANKH AP4B1 APOL6 ARHGDIB ARHGEF6 ARRDC2 ASAP1 ATP1A1 BAHCC1 BCL2L1 BHLHE41 C1QL1 CABLES1 CASP3 CD58 CD79A CD99 CD99P1 CDC42EP5 CDH11 CDK1 CDK14 CEACAM1 CES1 CHMP1B CHST1 CLDN1 CLEC11A CMPK2 CMTM3 COL21A1 CPPED1 CRYAB CSPG5 CUL4B DAPK1 DCAF7 DGKD DNAJC12 DPF3 DPP4 DPYSL2 DUSP6 ECSCR EFHD2 EFNB1 ELN EMP2 ENSG00000272970 EPB41 EPHA2 EPHB2 EPHB3 EPOR ERCC6 ERFE ETV6 EVA1B EVA1C EZH2 FAM43A FARP1 FAS FAT3 FBLN5 FCHSD2 FGF18 FGFR1 FKBP1A FLI1 FNBP1 FOXL2 FUCA1 FYN FZD4 FZD7 FZD8 G0S2 GALNT3 GATA2 GCH1 GLCE GLG1 GP1BB GPD2 GPR137B GRK5 GSTM1 GSTM4 HAPLN1 HHIP HIP1R HIPK1 HLA-E HMCN1 HMGB3 HMGB3P1 HOXA13 HOXD10 HS3ST3B1 HSD17B2 HSPB2 ICAM1 ICAM2 ID2 IER5L IFITM1 IGF2BP1 IGFBP2 IL17D IL1RAP IMPA2 ISM2 ITGAM ITGB2 ITGB2-AS1 JAG1 JAK1 JCAD KALRN KASH5 KCNE3 KCNE4 KCNN1 KCTD12 KDSR KIAA1217 KIT KLF2 KLF3 KMO KRT18 KRT19 KSR1 LBH LGALS8 LINC02762 LRCH1 LRIG3 MAFB MALL MAP7D3 MAPK13 MDFI MEDAG MGARP MGAT5 MLLT3 MMP3 MRPS22 NANOS1 NEURL1B NFATC4 NGFR NID1 NKX1-2 NKX2-2 NMI NPR3 NPTXR NT5DC1 NTNG1 OAF OPN3 P2RX4 P2RX7 PADI2 PAQR5 PGF PGM2L1 PHKA1 PHOSPHO1 PIERCE1 PLCD3 PLPP6 PODXL PPARA PREX1 PRND PRSS35 PTPN13 PTPN22 PTTG1IP RAB11FIP1 RALGPS2 RAMP2 RAPH1 RARRES2 RCN3 RCOR1 RGS10 RNF19B ROCK2 RPS6KA5 RSPH3 RUBCNL SAP30 SDCBP2 SEMA3F SH2B3 SH3GL3 SH3KBP1 SIGLEC15 SIRPA SIX1 SLC12A6 SLC17A7 SLC1A4 SLC26A2 SLC35F2 SLC43A1 SLC7A11 SMAGP SNX18 SORD SOX4 SPATA13 SPTBN1 SPTLC2 SSBP3 SSPN ST3GAL5 STAR STEAP1 STEAP2 STEAP3 SULT1A2 SYNE2 TAGLN3 TBC1D9 TBL1XR1 TCF12 TEAD2 TGM2 TM4SF1 TMEFF2 TMEM164 TMEM44 TNNT1 TOX2 TRIB1 TRIM62 TRIM69 TRNP1 TSC22D3 TSPAN13 UBE2L6 USP6NL WDFY2 WWC3 XG YPEL5 ZC3H12C ZDHHC21 ZEB2 ZNF703 ZSWIM6 MIZUKAMI_HYPOXIA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIZUKAMI_HYPOXIA_DN ANGPT1 CXCL8 CXCR1 FGF2 LRP1 PDGFB MIZUKAMI_HYPOXIA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIZUKAMI_HYPOXIA_UP ADM ANG CXCL12 CXCR2 EFNA1 ENG FGF2 NOS2 PDGFA TGFA TGFB3 VEGFA MIZUSHIMA_AUTOPHAGOSOME_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIZUSHIMA_AUTOPHAGOSOME_FORMATION AMBRA1 ATG10 ATG101 ATG12 ATG13 ATG14 ATG3 ATG5 ATG7 DCTN1 GABARAPL2 PIK3C3 MMS_MOUSE_LYMPH_HIGH_4HRS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MMS_MOUSE_LYMPH_HIGH_4HRS_UP ACTG1 ATP6V1A CDC6 CXCR4 CYB5A DCK EIF1AY EIF4A2 FEN1 GAS5 HMGB3 HNRNPDL LMO4 LYPLA1 MARK2 NOCT NQO1 PELI1 PGRMC1 PLK4 PRKAR1A PSMA3 PTDSS1 RAB18 RBBP6 RBBP7 RCN2 RRM2 SNORD22 SP3 SPIN1 TXNRD1 UBA3 VBP1 VPS4B XBP1 MODY_HIPPOCAMPUS_NEONATAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODY_HIPPOCAMPUS_NEONATAL ACTG1 ACTG2 CCT4 CCT5 CCT7 CCT8 CDH2 CHL1 COL4A1 FABP5 FABP7 FASN FDPS FN1 L1CAM LPL MMP14 MYEF2 NCAM1 NRP1 SQLE ST8SIA2 TARS1 TBCA TNC TUBA1A TUBA1B TUBA3C TUBB TUBB2B UBE2E3 USP22 VARS1 MODY_HIPPOCAMPUS_POSTNATAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODY_HIPPOCAMPUS_POSTNATAL AIP ALDOA APBB1 ARHGEF25 ATP2A2 ATP6AP1 ATP6V1B2 ATP6V1C1 ATP6V1E1 BDNF BIN1 CCK CLTB COX8A CX3CL1 DGKZ EEF1A2 EGR1 ENO2 FBXW7 GK GPD1 GRIA1 GRIA2 GRINA HRAS KCNAB1 KCNMA1 LDHB MAPK3 MDH1 NAPA NDUFB2 NDUFS2 NPTX1 NRGN NTSR2 PFKL PKM PPP3CA PRDX6 PTK2B PYGM RASGRF1 RHOB RYR2 SDHA SH3GL2 SIRT3 SOX10 STXBP1 SYT1 TPI1 TYRO3 VAMP2 VDAC1 MODY_HIPPOCAMPUS_PRENATAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODY_HIPPOCAMPUS_PRENATAL BTF3 CCNB2 CCND2 CCNG2 CDK2AP1 CDK4 CKS2 DDX19A EEF1G EFTUD2 EIF2S2 EIF4A3 GADD45G H1-0 H2AC8 H2AX H2AZ2 HNRNPA0 LSM4 MYT1 NEUROG2 NFYB PCNA POLR1C RBPJ RPL12 RPL13 RPL13A RPL19 RPL23A RPL30 RPL32 RPL34 RPL37 RPL8 RPL9 RPS18 RPS27 RPS8 SNRPB2 SRSF6 TOP2A TP53 UBE2C WBP1 MOHANKUMAR_HOXA1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MOHANKUMAR_HOXA1_TARGETS_DN AAK1 ABHD2 ADGRG2 ADIRF AKR1C1 ALCAM AMPH ANXA1 APOD AREG ARHGAP42 ARHGEF37 ARHGEF4 ASNS ASPN AVPR1A BEX1 BIK BMP7 BTC C3orf52 CA2 CADM1 CALCR CALHM6 CALML5 CD1C CDH6 CDK14 CEACAM6 CENPJ CGNL1 CKB CLGN CLIC3 CYP19A1 DCAF10 DDIT3 DENND10P1 DIRAS2 DKK3 DRD2 DSC2 DUSP6 DYRK4 EIF4EBP1 EML1 ENSG00000291006 EPHA4 ERBB4 FAM229B FAM83E FAXDC2 FGF11 FGF12 FGF13 FGG FLJ12825 FOXN1 FXYD3 GAD1 GALNT12 GASK1B GDF15 GPC6 GPER1 GPR50 GPX2 GRHL3 GUCY1A1 HIGD1A HLA-F HOXB9 HPGD IGSF3 IL18 IL4R INAVA INHBA JAZF1 KIF5C KLF6 LAMB3 LAMC2 LEFTY2 LINC00869 LINC01102 LINC01587 LRP1B LRRC49 LTF MAF MAFB MAP1B MAPK13 MATN3 MCMBP MFAP2 MGLL MMP3 MUC1 MUC5AC MYCN NELL2 NMI NPPB NYNRIN OR1D5 PDE8B PHLDB2 PKIA PLA2G2E PLA2G3 PLAC1 PLD1 PLPP1 PREX2 PROS1 PTCH2 PVT1 RAB3B RASAL1 RBMXL2 RBMY1A1 RNF150 RNF39 RPPH1 RUNX1T1 S100A14 S100A6 S100A7 S100P SCUBE2 SEMA5A SERPINA3 SERPINB5 SGK1 SHANK1 SHC2 SLC22A15 SLC2A9 SLC43A1 SLC8A1 SLCO2A1 SLITRK3 SMIM14 SNORA68 SPATA6 SPINK5 SPINK7 SPOCK1 ST6GALNAC2 ST8SIA4 STEAP1 STEAP2 SYNDIG1 TALAM1 TFF3 TNC TNFRSF9 TNIK TOX3 TRIL TSPO TUBE1 TXNIP TYRP1 UNC5B USH2A WFDC21P WLS XCL1 ZBTB18 ZNF22 ZNF853 MOHANKUMAR_HOXA1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MOHANKUMAR_HOXA1_TARGETS_UP ABCD3 ABTB2 ACADVL ACKR3 ACTL6A ADAMTS9 ADAR ADCY5 ADIPOR1 ADNP ALDH3A2 ALG8 ALKBH5 AMD1 ANAPC5 ANGPTL1 ANP32E AP1M2 AR ARCN1 ARF3 ARMT1 ARPC1B ARRB1 ASB13 ASF1B ATP1B3 ATP2B1 ATP6AP1 ATXN10 ATXN1L B4GAT1 BAHCC1 BAMBI BCAT2 BCKDK BCL2L11 BHLHE40 BUB1 BZW2 CA12 CACNA2D4 CALR CAMK2B CAPN1 CAPN15 CARM1 CASP2 CAT CCDC47 CCDC71 CCN5 CCNB2 CCT6A CCT8 CD36 CDC20 CDC25A CDC42EP2 CDC6 CDH3 CDK1 CDK2 CDYL2 CELF1 CENPT CERS6 CHD8 CHKA CHN1 CLDN7 CLN6 CLN8 CLPTM1 CLU CMTM6 CNNM4 CNTLN COPB1 COPB2 COPS4 COPS8 CORO1B CORO1C CPE CPT2 CRABP2 CRAMP1 CS CTSD CYB5B CYP1A1 DCAF7 DCTN1 DDAH1 DDIAS DDX1 DDX6 DERPC DHRS2 DNAJA3 DNAJB1 DNMT1 DPP3 DUSP14 DYNC1LI2 E2F4 E2F7 EEF1A1 EEIG2 EIF4G2 EIF4H EIF5 ELAVL1 ELOVL2 ELOVL5 ENOPH1 EPAS1 EPB41L5 FANCC FARSB FAT1 FBXO10 FRMD4A FUS FUT8 G0S2 G6PD GAL GALNT6 GATA4 GATM GCA GDAP1 GET1 GINS3 GLA GLB1 GLG1 GNAS GNL2 GPAT4 GPN3 GRB2 GSE1 GSKIP GSTM3 GTF2H1 GTF2I H1-0 H1-2 H2AX H4C14 HADHB HELLS HELZ HIBADH HIPK1 HMBS HNRNPK HNRNPLL HNRNPM HOMER1 HOOK1 HOXC6 HOXD9 HSD17B4 HSP90B1 HSPA14 HSPA1B HSPA8 HSPB8 HTATIP2 IARS2 ICMT IDH3A IER3 IFITM10 ILF3 ILRUN INTS13 IRX5 ISG20L2 ITPK1 KCNJ3 KCNK2 KCTD3 KLK12 KLK4 KPNA2 KRT38 KYNU L1CAM LAMB2 LARGE1 LDHA LDHB LHX1 LIN7A LINC00474 LITAF LPIN1 LRP8 LRRC59 LRRTM4 LXN MAP2K1 MARCKSL1 MAT2A MAZ MBOAT7 MCM3 MDC1 MED13L MEMO1 MEPCE MEST METTL14 MMGT1 MOGS MORF4L2 MRPS35 MRTFB MSH2 MTF2 MTHFD1 NAA50 NAALADL2 NCAM2 NDC1 NGRN NKAIN1 NOLC1 NOP2 NOTCH2NLA NPTN NSD3 NTRK3 NUP210 NUP93 NUTF2 NXPH3 OAT OGFOD1 OSBPL9 PADI2 PAICS PALLD PAPSS1 PARL PBX1 PCDH19 PCLAF PCNA PDZK1 PFKM PGD PGM2 PGRMC1 PHKB PHKG2 PHTF1 PICALM PIGK PIP4K2A PKM PKP4 PLAAT3 PLAC4 PLBD1 PLEKHO1 PLK1 PLK2 PLPP2 PNPLA3 POLA2 PPAN PPFIA1 PPM1D PPP1CB PPP1CC PPP2R1A PPT1 PRCP PRDX3 PRKDC PRLR PRMT1 PRRC2A PRUNE1 PSMB5 PSMD13 PSMD6 PTGFRN PTP4A1 QPRT RAB1B RAB6A RAD51C RAE1 RB1 RBM47 RBMS2 RBMY3AP RCC1 RFC5 RGS16 RHOB RHOQ RITA1 RNF10 RNF139 RPA1 RPN2 RPRD2 RPS4X RRM1 RRM2 RUVBL1 SCNN1A SEC24D SEC63 SELENOT SEMA3B SEMA4C SEPHS2 SEPTIN2 SEPTIN7 SEZ6L2 SF3B3 SGCG SHCBP1 SIAH2 SKI SLC20A1 SLC35B1 SLC39A8 SLC44A1 SMG7 SMN1 SNX27 SORL1 SPAG5 SPG21 SQSTM1 SRPRA SRSF1 ST3GAL4 STK26 SULF1 SULF2 SYNPO2 SYT12 TAOK2 TATDN2 TBRG4 TBX21 TFAP2A TFAP4 TFPI TGIF2 THAP12 TIMM17A TIMP3 TM9SF2 TMED2 TMEM38A TMEM94 TOMM40 TRAF4 TRAP1 TSKU TSPAN5 TTC27 TTC3 TTC39A TUBA1C TUBB TUBB4B TXNDC11 UBE2D3 UBE2E1 UBE2K UBE2L6 UBFD1 UBL3 UFD1 UGP2 UNC119B UNC5C UQCRC1 USP5 VPS4A VTCN1 WDR46 WDR77 WEE1 WSB2 XPO1 YAF2 YME1L1 ZFAND6 ZMIZ1 ZMPSTE24 ZNF207 ZNF583 ZNF600 ZNF839 ZWILCH ZWINT MOLENAAR_TARGETS_OF_CCND1_AND_CDK4_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MOLENAAR_TARGETS_OF_CCND1_AND_CDK4_DN AQP3 AURKA CDC45 CDC6 CDCA2 CDCA7 CDCA7L CDCA8 CDKN2C CENPF CENPH CENPK CENPN CEP55 CIP2A CPED1 DDIAS DONSON DTL E2F7 ELAVL1 ENDOD1 ERI1 FAM204A FAM83D GAS2L3 GPALPP1 GPC6 HJURP JKAMP KIF11 KIF20A KIF20B KIF2C KIF4A KNL1 MCM7 MED30 MELK MESD MIR3939 MNS1 MORC4 MTFR2 MTMR1 MYBL1 NCAPH PCLAF PDLIM3 POLD3 PSMC3IP PTBP3 RFC5 SPC25 TMSB15A TOR3A TPX2 TRIP13 ZNF367 MOLENAAR_TARGETS_OF_CCND1_AND_CDK4_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MOLENAAR_TARGETS_OF_CCND1_AND_CDK4_UP ARMCX1 ATP6V0E1 BRWD1 C12orf76 C7 CCDC32 CLPB CPEB1 CPNE3 CTNNA2 EIF5A2 ENPP2 FGF7 FZD7 GALNT11 H2AJ H2BC21 H4C8 KDM6B KLHDC1 KLHL24 LCORL LIN7B LINC00467 LINC00667 LINC00847 LINC01003 LNP1 LRRTM2 MAGI2 MAML3 MBLAC2 MC4R MFSD6 MYT1 NRSN1 NT5E PAH PBLD PDCD4 PPCS RBMS3 RGS2 RNF170 RUFY3 SATB1 SCG5 SERF2 SERINC3 SLC9B2 STARD4 STOM TBCK THNSL1 TIGD1 TM7SF2 TMEM17 TMEM204 TMEM219 TP53INP1 TRAPPC2 USE1 UTRN ZFP28 ZNF423 ZNF462 ZNF610 ZNF783 MONNIER_POSTRADIATION_TUMOR_ESCAPE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MONNIER_POSTRADIATION_TUMOR_ESCAPE_DN ABHD13 ABHD14A ABHD8 ACAT1 ACKR3 ACSL3 ACSS2 ADCY7 AK3 AK4 AKT3 AMDHD2 AMOT ANK1 ANKRD37 ANP32A AOX1 APIP APLN APOOL ARHGAP12 ARHGAP29 ARHGAP9 ARID5B ARL3 ARTN ATRAID BCL2 BCL2L11 BHLHE40 BLVRA BNIP3 BNIP3L BUB1 C12orf57 C15orf48 C16orf54 C2orf76 C3orf14 C5orf24 C6orf120 CASD1 CASP12 CASP8 CAST CAT CCDC162P CCDC38 CCDC90B CCN1 CCN2 CCNG2 CDC42EP3 CDK10 CDK13 CEP162 CEP41 CEP57L1 CEP70 CEP72 CHID1 CHML CHMP1B2P CKLF CLDN9 CLIC1 CLN5 CLU CLYBL CNIH2 CNOT6L COASY COG4 COL5A2 COL6A1 COL6A3 COMMD6 COQ3 COX20 COX6A1 COX7B2 CP CPT1A CRIP1 CRYZ CRYZL1 CTDSP2 CTSO CYBRD1 DBP DCBLD1 DECR1 DENND5B DIPK1A DMAC2L DNAJC3 DNPEP DSEL DUSP6 DYNLT3 E2F7 EBP EEF2K EGLN3 EGR1 ENDOU ENPP1 ENPP3 EPB41L2 ERMARD ERRFI1 FAM111A FAR1 FBLIM1 FBXL3 FBXO6 FEM1C FGF19 FLOT1 FLT3LG FOS FRK FSTL1 FZD2 GADD45G GBP2 GCNT2 GGH GGTA1 GJB3 GJB5 GLT8D1 GMPPA GPR19 GRHPR GRN GSN GSTO2 GSTP1 H1-0 HACL1 HEBP1 HEXB HIGD1A HIKESHI HJURP HLA-G HLTF HMGB2 HNRNPA3 HOXA1 HOXA5 HPCAL1 HPF1 HSCB HTATIP2 ID1 IDH1 IDI1 IER2 IFI16 IFI30 IFT25 IL12A IMMP1L IMMP2L IPP IRAK2 ISG20 ITGB5 IZUMO4 JUN KANSL1L KAT8 KIAA0040 KIAA2013 KLF10 KLF3 KLF6 KLF9 KMT2C KRCC1 KRT18 KXD1 LDAF1 LEPROT LGALSL LOXL2 LPIN1 LRR1 LRRC17 LRRC51 LSS MARCKS METTL15 METTL4 MFGE8 MGST3 MIIP MINDY2 MIR4435-2HG MIX23 MORN2 MOSPD2 MSLN MTERF1 MUS81 MUTYH MXD3 MYCBP2 MYL6 MZT1 NAE1 NAIP NAXD NCK2 NCOA2 NDFIP2 NDUFA13 NDUFAF3 NDUFB3 NFKBIZ NIT1 NOL3 NR1D2 NRARP NSMCE1 NUP98 OAF OGN OLFML3 ORMDL2 PBXIP1 PCBD2 PCGF5 PDE5A PDE6D PDE7A PDGFA PDIA4 PDIA6 PDK1 PFKL PHYHD1 PIAS1 PIGBOS1 PIM1 PIM3 PKP2 PLA2G7 PLAAT3 PLAC1 PLAC8 PLAC9 PLD1 PLEKHF1 PLEKHF2 PLTP PNKP PNPLA8 POPDC3 PPIC PPP1R15A PPP1R35 PPP3CB PRELID2 PRKAG2 PRKRA PRNP PSTPIP1 PTRH2 PURA RAB9A RABGAP1L RANBP6 RAPGEF3 RASA4 RBL1 RBM43 RBPJ RCOR3 RDM1 RFXANK RHOB RHOBTB1 RIPOR3 RMDN1 RND3 RNF19A RNF217 RPL15 RRAS S100A1 S100A16 SCRN1 SEC62 SEPSECS SEPTIN4 SERTAD1 SERTAD4 SGK1 SGK2 SGO1 SHLD3 SHOX2 SIL1 SKAP2 SKIL SLC66A3 SMAD7 SMIM10L1 SMIM29 SNORD27 SNX14 SNX24 SOS2 SPATA6 SPICE1 SPIDR SPIN4 SPOPL SRSF5 SSBP3 ST6GAL1 STAT1 STEAP2 STIM2 STK17B STX7 SULF2 TAPBP TARS3 TBC1D8B TCIM TENT5A TGM2 THOC7 TJP1 TM7SF2 TMCC3 TMCO6 TMEM205 TMEM230 TMEM238 TMEM263 TMEM37 TMSB4X TMTC4 TOR1AIP2 TRAPPC6A TRIM21 TRIM5 TSC22D3 TSPAN17 TSPO TSPYL1 TTC13 TTC21B UBALD2 UBC UBE2A UBE2T UGP2 UNC93B1 UROS VAPB VMA21 VWA5A WDPCP WDR11 WFDC2 WIPI1 WNT9A XBP1 ZBTB10 ZC2HC1A ZCCHC13 ZDHHC2 ZFAND2B ZFAND6 ZIC5 ZNF438 ZNF729 ZRANB3 MONNIER_POSTRADIATION_TUMOR_ESCAPE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MONNIER_POSTRADIATION_TUMOR_ESCAPE_UP ABCC1 ABCE1 ABITRAM ABLIM1 ACTR1B ADIPOR1 AEBP1 AEN AGO2 AHRR AK1 AKAP1 AKR1B1 ALG10 ALKBH1 AMPD2 ANKRD13A ANKRD33B ANXA11 AP1AR APH1A AQP5 ARGLU1 ASH2L ASPH ASRGL1 ASS1 ATP1A1 ATP1B1 ATP2A2 ATP2B1 AVEN BACE1 BAP1 BBX BCAT1 BLNK BMS1 BNC2 BOP1 BRD2 BTAF1 C1orf109 C5orf22 CAMK2D CCAR1 CCDC93 CCL5 CCNB1IP1 CCNT1 CDH5 CDK2AP1 CDK6 CDK8 CENPA CFAP45 CGNL1 CHD4 CLBA1 CLEC1A CNTN2 CREBBP CREBZF CRHR1 CSNK1G1 CXCL6 DAP DDX3X DDX46 DDX51 DDX54 DDX6 DEPTOR DHX33 DHX9 DNMT3L DUS3L DUSP9 DYNC1LI2 DYNLL2 EAF1 EEIG1 EIF3B EIF4EBP2 EIF4G1 ELAC2 ELP1 ENPP2 EPB41L1 EREG ERGIC1 ESPL1 ETF1 ETS1 ETV6 FAAP24 FAIM2 FAM149A FAM167B FAM32A FAM53C FAM83G FAM98A FASTKD1 FASTKD3 FDX1 FKBP4 FOSL1 FTSJ3 G3BP2 G6PD GATAD2A GCLC GCLM GEMIN5 GLDC GLS GMPS GNG12 GON4L GOSR2 GPC1 GPD1L GREM1 GRWD1 GSPT1 GSR GTF2H1 GTF3C6 HGH1 HIPK1 HMGA1 HNRNPK HSPA1B HSPA4 HSPA4L IAPP IL11 IL18R1 IL1RL1 ILRUN INO80E INTS13 INTS2 INTS6 IPO4 ITPRIP KANSL2 KAT2A KCNK5 KCNQ1OT1 KCNU1 KCTD17 KHDC4 KIF21A KMT5A KPNB1 LBHD1 LETM1 LETMD1 LHFPL6 LONP1 LRIG1 LRRC14 LRRC59 LTBP1 LTO1 LUC7L3 LYPD3 MAFG MAN1A1 MAP2K3 MAP3K7 MAP4K4 MARCHF5 MARCKSL1 MCC MCMBP MEI1 METTL1 MFSD10 MLEC MLLT6 MLST8 MMD MMP2 MRGPRF MRPL15 MRPS15 MSI2 MTDH MTF2 MTHFD1 MTMR9 MTR MYBBP1A MYBL2 MYD88 MYO10 NAA15 NAA16 NAA25 NCBP1 NCS1 NEAT1 NEMF NFKBIE NHLRC2 NIPBL NMT2 NNMT NOA1 NOL8 NOLC1 NOP56 NOP9 NPLOC4 NQO1 NRP1 OASL ODC1 OTUD4 OTUD7B OXR1 PA2G4 PABPC4 PABPN1 PC PCBP2 PCYT1A PDAP1 PDCD11 PDE12 PDPN PDPR PDZRN3 PGD PGS1 PIGL PIK3R1 PMM2 PNN PNPLA6 POLDIP2 POLR1A POP1 PPAT PPIF PPM1F PPM1L PPP1R10 PPP1R12B PRCP PRKAR2B PRKCA PRMT6 PROSER1 PRPF3 PRPF4 PRR3 PRRX1 PTDSS1 PTGS1 PTPN11 PWP2 RAB35 RAB5C RAB8B RACK1 RAD23B RAMP3 RAPGEF1 RAPGEF6 RASSF1 RBM14 RBM19 RBM25 RBM27 RCC1 RCC1L RHOJ RLIM RND1 RNF183 RPAP1 RRP12 RRP7A RRP8 RSRC2 RUNDC1 RWDD4 SAMD4A SCAI SCAP SCIN SDAD1 SDC1 SEC22C SEC23IP SELENOW SENP2 SENP3 SFPQ SGIP1 SH3PXD2A SHROOM4 SLC10A3 SLC11A2 SLC12A2 SLC14A1 SLC15A3 SLC19A1 SLC22A23 SLC25A10 SLC25A32 SLC25A44 SLC35A4 SLC35B4 SLC39A6 SLC48A1 SLC66A2 SLC6A8 SLC7A6 SLCO3A1 SLIT2 SLMAP SLTM SMAD1 SMARCA4 SMARCC1 SMG5 SMIM36 SMURF1 SMYD5 SNHG3 SNORD52 SNTB2 SOCS6 SPIRE2 SPTBN1 SREK1 SRM SRPRB SSX2IP STRAP SUMO3 SUPV3L1 SYNCRIP TADA2B TANGO6 TAOK1 TARDBP TBRG4 TEX261 TFDP2 TFRC THOC3 TIRAP TNFAIP2 TNS3 TPM1 TRAF2 TRAF4 TRIM2 TRMT6 TRMT61A TSC22D1 TSPAN14 TSPAN5 TSR1 TTC39C TTPAL TXLNA TXN2 TXNRD1 UACA UBE2L3 UBIAD1 UBXN8 URB2 USP19 USP20 UTP4 VAT1 VCAN VPS33A WDR46 WIPF2 XDH XPO4 XPO5 XPO6 YAP1 ZC3H18 ZDHHC3 ZFP91 ZFYVE27 ZKSCAN4 ZMAT3 ZMPSTE24 ZMYND19 ZNF106 ZNF267 ZNF322 ZNF335 ZNF490 ZNF560 MONTERO_THYROID_CANCER_POOR_SURVIVAL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MONTERO_THYROID_CANCER_POOR_SURVIVAL_DN APLP2 LMBRD1 ORMDL3 PDK2 PLPP3 PTPRN2 RMST SDK2 SH3BGRL2 SIAH1 TMEM243 MONTERO_THYROID_CANCER_POOR_SURVIVAL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MONTERO_THYROID_CANCER_POOR_SURVIVAL_UP ANLN ASPM BIRC5 CCNB2 CENPA CEP55 DIAPH3 NUSAP1 PRC1 PXDN RRM2 UBE2C MOOTHA_FFA_OXYDATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MOOTHA_FFA_OXYDATION ACAA2 ACADL ACADM ACADS ACADSB ACADVL ACAT1 ACSL1 AMACR CPT1A CPT1B CPT2 CRAT DECR1 ECHS1 ECI1 FHP2 HADH HADHA HADHB HSD17B10 LMF2 NBN NCAPH2 MOOTHA_GLUCONEOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MOOTHA_GLUCONEOGENESIS ALDOA ALDOB ALDOC BID CD4 ENO1 ENO2 ENO3 FBP1 FBP2 GAPDHS GK GPD1 GPD2 GPI GPT LDHA LDHB LDHC MDH1 MDH2 ME1 ME2 ME3 PC PCK1 PCK2 PFKM PGAM2 PGK1 TPI1 MOOTHA_GLYCOGEN_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MOOTHA_GLYCOGEN_METABOLISM AGL G6PC1 GAA GBE1 GCKR GSK3B GYG1 GYG2 GYS1 GYS2 KAZN PHKA2 PPP1CA PPP1CB PPP1CC PPP1R2 PPP1R3A PPP1R3D PYGL PYGM SLC37A4 MOOTHA_GLYCOLYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MOOTHA_GLYCOLYSIS ALDOA ALDOB ALDOC BID CD4 ENO1 ENO2 ENO3 FBP1 FBP2 GAPDHS GPI HK1 PFKFB1 PFKFB2 PFKM PGAM2 PGK1 PGM1 PKM TPI1 MOOTHA_HUMAN_MITODB_6_2002 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MOOTHA_HUMAN_MITODB_6_2002 ABAT ABCB6 ABCB7 ABCB8 ABCF2 ACAA2 ACAD8 ACADL ACADM ACADS ACADSB ACADVL ACAT1 ACO2 ACOT9 ACP6 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 AFG3L2 AGXT AIFM1 AK2 AK4 AKAP1 AKAP10 ALAS1 ALDH18A1 ALDH2 ALDH4A1 AMACR AMT APAF1 ARG2 ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5IF1 ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5PB ATP5PD ATP5PF ATP5PO ATP7B AZIN1 BAD BAK1 BAX BCAT2 BCKDHA BCKDHB BCKDK BCL2 BCL2A1 BCL2L1 BCL2L11 BCS1L BDH1 BEX3 BID BLVRA BNIP3 BNIP3L CA5A CA5B CASP8 CASQ1 CBARP CDC37P1 CKMT1B CKMT2 CLN3 CLPP CLPX CNOT7 COQ7 COX10 COX11 COX15 COX17 COX4I1 COX5A COX5B COX6A1 COX6A2 COX6B1 COX6C COX7A1 COX7A2 COX7A2L COX7B COX7C COX8A CPOX CPS1 CPT1A CPT1B CPT2 CRAT CRY1 CS CYB5A CYB5B CYB5R3 CYBA CYBB CYC1 CYCS CYP11A1 CYP11B1 CYP11B2 CYP24A1 CYP27A1 CYP27B1 DAP3 DBT DECR1 DGUOK DHODH DIABLO DLAT DLD DLST DMAC2L DNASE2 DNM1L DUT ECHS1 ECI1 EMC8 ENDOG ETFA ETFB ETFDH FARS2 FARSA FDX1 FDXR FECH FH FHP2 FIBP FPGS FXN GAL3ST1 GALR3 GATB GATM GCAT GCDH GCFC2 GCK GDF15 GFM1 GLS GLS2 GLUD1 GLYAT GOT1 GOT2 GPD2 GPT GPX4 GRID2 GSR H2BK1 HADH HADHA HADHB HAX1 HCCS HCLS1 HK1 HLCS HMGCL HMGCS2 HPS1 HSD3B1 HSD3B2 HSPA1A HSPA1L HSPA9 HSPD1 HSPE1 HTATSF1 IDH2 IDH3A IDH3B IDH3G IMMT IVD IVNS1ABP LARS2 LMF2 LONP1 LYPLA2 MAOA MAOB MAST1 MBD3 MCCC1 MDH2 ME2 ME3 MFN1 MFN2 MIPEP MLH3 MLYCD MMUT MPO MPST MRPL11 MRPL12 MRPL13 MRPL15 MRPL16 MRPL17 MRPL18 MRPL19 MRPL2 MRPL20 MRPL22 MRPL24 MRPL33 MRPL34 MRPL35 MRPL39 MRPL4 MRPL42 MRPL44 MRPL46 MRPL48 MRPL49 MRPL57 MRPL9 MRPS10 MRPS11 MRPS12 MRPS14 MRPS15 MRPS16 MRPS17 MRPS18A MRPS18B MRPS18C MRPS2 MRPS22 MRPS27 MRPS28 MRPS30 MRPS31 MRPS33 MRPS34 MRPS35 MRPS7 MTCH1 MTCH2 MTHFD1 MTHFD2 MTIF2 MTOR MTRF1 MUTYH NBN NCAPH2 NDUFA1 NDUFA10 NDUFA2 NDUFA3 NDUFA4 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFB1 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV2 NFS1 NME4 NNT NPIPA1 NPIPB3 NR3C1 NRF1 OAT OAZ3 ODC1 OGDH OGG1 OPA1 OTC OXA1L OXCT1 PC PCCA PCCB PCK2 PDHA1 PDHB PDHX PDK1 PDK3 PDK4 PDP1 PIN4 PMPCB POLG POLG2 POLRMT PPID PPIF PPOX PRDX3 PTPRA PYCR1 R3HCC1L RAF1 REXO2 RPL18AP16 RPL3 RPLP2 RPS3A SARDH SBNO2 SCP2 SDHA SDHB SDHC SDHD SDS SHMT1 SHMT2 SLC1A1 SLC1A3 SLC25A1 SLC25A10 SLC25A11 SLC25A12 SLC25A13 SLC25A14 SLC25A15 SLC25A17 SLC25A20 SLC25A21 SLC25A28 SLC25A3 SLC25A37 SLC25A4 SLC25A40 SLC25A5 SLC9A6 SLF2 SMCP SOD2 SPG7 SSBP1 STAR STARD3 SUCLA2 SUCLG1 SUPV3L1 SURF1 TAT TBCB TFAM TFB1M TIMM10 TIMM13 TIMM17A TIMM17B TIMM22 TIMM23 TIMM44 TIMM8A TIMM8B TIMM9 TK1 TK2 TOMM20 TOMM22 TOMM34 TOMM40 TOMM70 TRAP1 TSFM TSPO TST TUFM TXN TXN2 TXNRD2 UCP1 UCP2 UCP3 UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRH UROS VDAC2 VDAC3 WARS2 ZNF33B MOOTHA_MITOCHONDRIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MOOTHA_MITOCHONDRIA ABAT ABCB7 ABCB8 ABCF2 ACAA1 ACAA2 ACAD8 ACADL ACADM ACADS ACADSB ACADVL ACAT1 ACO2 ACOT9 ACP6 ACSL1 ADCK2 AFG3L2 AIFM1 AK2 AK4 ALAS1 ALDH2 ALDH4A1 AMACR AMT ANXA7 APAF1 APP ARG2 ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5IF1 ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5MJ ATP5PB ATP5PD ATP5PF ATP5PO ATPAF2 AZIN1 BAK1 BAX BCAT2 BCKDHA BCKDHB BCKDK BCL2 BCL2A1 BCL2L1 BCS1L BDH1 BEX3 BID BIK BNIP3L C1QBP CA5A CA5B CAD CASP2 CASP8 CASQ1 CAT CBARP CD40 CDC37P1 CDC42BPB CFAP410 CKMT1B CKMT2 CLN3 CLPX CNNM4 CNOT7 COQ7 COQ8A COX10 COX11 COX15 COX17 COX4I1 COX5A COX5B COX6A1 COX6A2 COX6B1 COX6C COX7A1 COX7A2 COX7B COX7C COX8A CPOX CPS1 CPT1A CPT1B CRAT CROT CRY1 CS CYB5A CYB5B CYB5R3 CYBA CYBB CYC1 CYCS CYP11A1 CYP11B1 CYP11B2 CYP20A1 CYP27A1 CYP27B1 CYP2E1 CYP7A1 DAP3 DBT DCTN6 DDX28 DECR1 DGUOK DHODH DIABLO DLAT DLD DMAC2L DNASE2 DNM1L DUT ECHS1 ECI1 ECI2 EHHADH EMC8 ENDOG ERBB2 ETFA ETFB ETFDH FAM3A FARS2 FARSA FDX1 FDXR FECH FH FHP2 FIBP FPGS FXN G6PD GAS8-AS1 GATB GATM GCDH GCFC2 GCK GFM1 GLS2 GLUD1 GLYAT GNAS GNLY GOT2 GPD2 GPX4 GRB10 H2BK1 HADH HADHA HADHB HAX1 HCCS HK1 HMGCL HMGCS2 HPS1 HSPA9 HSPD1 HSPE1 HTATSF1 HTRA2 IDH2 IDH3A IDH3B IMMT IMP3 IVD LARS2 LCAT LGALS3 LMF2 LONP1 LYPLA2 MAOA MAOB MAP3K1 MAST1 MB MBD3 MCAT MDH2 ME2 ME3 METTL17 MFN2 MIPEP MLYCD MMUT MPO MPST MRPL11 MRPL12 MRPL13 MRPL15 MRPL16 MRPL17 MRPL18 MRPL19 MRPL2 MRPL20 MRPL22 MRPL24 MRPL28 MRPL3 MRPL33 MRPL34 MRPL35 MRPL39 MRPL4 MRPL42 MRPL44 MRPL46 MRPL48 MRPL49 MRPL57 MRPL9 MRPS10 MRPS11 MRPS11P1 MRPS12 MRPS14 MRPS15 MRPS16 MRPS17 MRPS18A MRPS18B MRPS18C MRPS2 MRPS22 MRPS27 MRPS28 MRPS30 MRPS31 MRPS33 MRPS34 MRPS35 MRPS7 MTCH1 MTCH2 MTHFD1 MTHFD2 MTIF2 MTO1 MTRF1 MTX1 MTX2 MYCBP NBN NCAPH2 NDUFA1 NDUFA10 NDUFA2 NDUFA3 NDUFA4 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFAB1 NDUFB1 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS8 NDUFV2 NFS1 NME2 NME4 NNT NPIPA1 NPIPB3 NR3C1 NT5M OAT OAZ3 OTC OXA1L PAM16 PC PCCA PCCB PCK2 PDHA1 PDHB PDHX PDK1 PDK3 PDK4 PIN4 PKLR PLA2G1B PLA2G2A PMPCB POLG POLG2 POLR1B POLR3B POLRMT POR PPA1 PPOX PRDX3 PRKCD PRPF6 PTPRA PYCR1 PYGB R3HCC1L RAF1 RAN RPAIN SARDH SBNO2 SDHA SDHB SDHC SDHD SHB SHMT2 SIRT4 SLC1A1 SLC1A2 SLC1A3 SLC25A1 SLC25A10 SLC25A11 SLC25A12 SLC25A13 SLC25A14 SLC25A15 SLC25A17 SLC25A20 SLC25A21 SLC25A22 SLC25A23 SLC25A28 SLC25A3 SLC25A31 SLC25A32 SLC25A36 SLC25A37 SLC25A38 SLC25A4 SLC25A40 SLC25A5 SLC30A9 SLC9A6 SLF2 SMCP SNCA SOD2 SPG7 SSBP1 STAR STARD3 SUCLG1 SUPV3L1 SURF1 TAT TBCB TFAM TFB1M TFB2M TIMM10 TIMM10B TIMM13 TIMM17A TIMM17B TIMM22 TIMM23 TIMM44 TIMM8A TIMM8B TIMM9 TK2 TNFSF10 TOMM20 TOMM22 TOMM34 TOMM40 TOMM70 TP53 TP53AIP1 TPO TSFM TSPO TST TUFM TWNK TXN2 TXNRD2 TYMP UCP1 UCP2 UCP3 UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRH VAV1 VDAC2 VDAC3 WARS2 YARS2 YME1L1 YWHAE ZNF33B MOOTHA_PGC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MOOTHA_PGC ABCA2 ABCF1 ABHD5 ACADL ACADM ACADS ACKR3 ACO2 ACOT13 ACOT7 ACTR2 ACYP1 ACYP2 ADSL ADSS2 AGPAT3 AIFM1 AK1 AKAP1 AKR1B10 ALAS1 AMACR ANKRD40 APBA3 ARIH1 ARMC1 ARVCF ATN1 ATOSB ATP1A1 ATP1B1 ATP2A3 ATP5F1A ATP5F1C ATP5MG ATP5MJ ATP5PO ATP6V0E2 ATP6V1D AURKAIP1 AVPI1 AZIN1 BAG6 BBLN BEX3 BID BNIP3L BSG CA2 CA4 CAB39 CARHSP1 CDC34 CDK18 CDKN2D CDR2L CHMP7 CHP1 CHRNE CIAO1 CIAO2B CISD1 CKMT2 CKS2 CLPP CMC2 CNOT7 COL7A1 COMT COPS3 COX5B COX6A1 COX7A1 COX7A2 COX7B COX7C COX8A CPT1A CRAT CRLF3 CRMP1 CS CTSF CX3CL1 CYC1 CYCS DBI DDIT4 DDT DFFA DGAT1 DHX16 DLD DNAJA3 DNAJB9 DNAJC15 DPYSL3 DUSP1 DUSP6 DXO EDNRA EEF1A2 EEF1AKMT3 EFHD1 EGLN1 EIF2AK1 EIF3L EIF4A2 EMC2 ENO1 ERO1A ESRRA ETFB F2RL2 FABP3 FAM162A FARS2 FASTK FBRS FDX1 FH FOS FOXM1 FXR2 FZD4 GABARAPL1 GABPA GAPDH GATA3 GCDH GCH1 GDF15 GHITM GK GLRX GLRX5 GNA13 GOLPH3 GPI GPX4 GRPEL1 GRSF1 GSS GSTO1 GTF2H4 GTPBP2 GTPBP4 GUK1 GYS1 HADHB HBA1 HBD HCCS HLA-DRA HMGB3 HSD17B10 HSPA4L HSPA5 HSPA9 HSPB8 HSPBP1 HSPD1 HSPE1 ID2 IDH2 IDH3A IDH3G IFI16 IFRD1 INHBA INPP5J ISCA1 ITPK1 ITPR2 JMJD6 KCNN1 KIDINS220 LATS1 LCN2 LDHA LDHB LMBRD1 LONP1 LPGAT1 LPIN1 LRBA LRP5 LRP5L LRPPRC LRRFIP2 LSM1 LSM8 MAIP1 MAL MANF MAP2K1 MAP2K3 MAPK8 MAPKAPK2 MARS1 MAT2B MDH2 ME1 MFN1 MKRN3 MNDA MPC2 MRPL11 MRPL13 MRPL15 MRPL18 MRPL20 MRPL34 MRPL39 MRPL4 MRPL40 MRPL46 MRPL58 MRPS12 MRPS17 MRPS18A MRPS18B MRPS2 MRPS34 MSRB1 MT2A MTARC1 MTCH2 MTHFD2 MTOR MTX1 MTX2 MUC5AC MXRA8 MYH11 MYL2 NCAM1 NDRG2 NDRG4 NDUFA5 NDUFA6 NDUFA8 NDUFAB1 NDUFAF1 NDUFB3 NDUFB5 NDUFB6 NDUFC1 NDUFS3 NDUFS5 NDUFV2 NECAP2 NFIX NFS1 NFYC NINJ1 NIPSNAP2 NME7 NOP10 NPPB NR0B2 NRP1 NSF NTAN1 OSBPL1A OXCT1 P4HA2 PALS1 PCK1 PCOLCE PCYT2 PDCD6 PDGFRB PDHA1 PDHB PDK4 PDXK PFKM PFKP PGAM1 PGK1 PGLS PGM1 PHB2 PHLDA1 PHYH PIGQ PKM PLA2G12A PLEKHO1 PMM1 POLDIP2 POLR2E POLR2F POPDC2 PPM1G PRDX2 PRDX3 PRELID3B PRSS23 PSCA PSMA5 PSMA6 PSMB10 PSMB5 PSMB7 PSME3 PTCD2 PTCD3 PTDSS2 PTGES2 PTPRD PUS1 PYGM RAB11FIP5 RAB31 RAB40C RAMP3 RANGAP1 RANGRF RHOD RNF5 RPA3 RRM1 RRM2 RTN4 RUVBL2 RXRB S100A1 S100A13 SAC3D1 SACM1L SAR1B SAT1 SCD SCN1B SDHA SDHB SF1 SGTA SH3BGR SHMT1 SKIC2 SKIC8 SLC12A7 SLC20A1 SLC25A11 SLC25A20 SLC25A4 SLC25A5 SLC2A4 SLC31A1 SMPD1 SNW1 SOD2 SOD3 SPINT1 SPP1 SPSB2 SPTLC2 SRC ST6GALNAC4 STARD7 STK16 STK19 SUCLA2 SUCLG1 SUMO1 SUPV3L1 TARBP1 TBL1X TCIRG1 TCN2 TFB2M TFRC TIMM10B TIMM13 TIMM17A TIMM23 TIMM44 TIMM8A TIMM8B TINAGL1 TLE5 TMEM41B TMEM45A TMX2 TNNI3 TOMM40 TPI1 TRAK2 TRIAP1 TSC2 TSPAN12 TTC1 TUFM TVP23B TWF2 TXN2 TYMP UBC UBE2B UCK2 ULK1 UNC119B UNG UPP1 UQCR10 UQCRB UQCRC1 UROD USP2 USP8 VAMP8 VDAC3 VEGFA VIPR1 VPS13B ZFAND5 ZNF33B ZNF589 MOOTHA_PYR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MOOTHA_PYR PDHA1 PDHA2 PDHB PDHX PDK1 PDK3 PDK4 PDP1 MOOTHA_ROS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MOOTHA_ROS GPX4 PRDX3 PRDX6 RHOA SBNO2 SOD2 ZNF33B MOOTHA_TCA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MOOTHA_TCA ACO2 CS FH IDH2 IDH3A IDH3B IDH3G MDH2 OGDH RPL18AP16 SDHA SDHB SDHC SDHD SUCLA2 SUCLG1 MOOTHA_VOXPHOS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MOOTHA_VOXPHOS ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5PB ATP5PD ATP5PF ATP5PO BCL2L1 BCS1L BEX3 CBARP CNOT7 COX10 COX11 COX15 COX4I1 COX5A COX5B COX6A1 COX6A2 COX6B1 COX6C COX7A1 COX7A2 COX7A2L COX7B COX7C COX8A CYB5A CYC1 CYCS GATB MBD3 NDUFA1 NDUFA10 NDUFA13 NDUFA2 NDUFA3 NDUFA4 NDUFA4L2 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFB1 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 SDHA SDHB SDHC SDHD SURF1 SURF2 TBCB TMCO6 UQCR10 UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRH UQCRQ MOREAUX_B_LYMPHOCYTE_MATURATION_BY_TACI_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MOREAUX_B_LYMPHOCYTE_MATURATION_BY_TACI_DN AASDHPPT AIMP2 ASF1A BARD1 C1QBP C1orf131 CCT2 CCT5 CDC23 CDK1 CEP152 CEP295 CHCHD1 CHEK1 CHMP4A CMC1 CYP2R1 DDX1 DKC1 EBNA1BP2 EDRF1 EFTUD2 EIF3G EMC4 EZH2 FAM98B FIBP G3BP1 GPR89B HAUS1 IARS1 IK IP6K2 IREB2 KEAP1 KLF13 LAP3 LSM4 LSM5 MALSU1 MCM2 MRPL43 MRPS12 NASP NCAPD3 NDUFA13 NMT1 NOMO3 NUDCD2 NUDT5 PAAF1 PPP1R12A PRKDC PSMD8 PTPMT1 RACGAP1 RAN RFX7 RNF7 RPL26L1 SGO2 SLC16A1 SLC38A1 SSBP1 TBCB TDP2 TEFM TENT2 THYN1 TIMM50 TMEM126A TMEM165 TYMS UTP4 ZNF367 ZNG1A MOREAUX_B_LYMPHOCYTE_MATURATION_BY_TACI_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MOREAUX_B_LYMPHOCYTE_MATURATION_BY_TACI_UP AKAP7 AKR1C1 AMN AZGP1 B4GALT1 BIRC7 C1QL1 C3AR1 CAPS CDKN1C CEBPA-DT CEP170B COL11A2 CTAGE9 CTRB2 CXCL1 DAO DDIT3 DDR1 DMTN DSP EPHB4 EPHB6 FMOD GABBR1 GGTA1 GIT1 GNA11 GNAQ GSTA4 HMCES HMGA1P4 HRK HS3ST2 HYI KCNH2 KHSRP LINC02574 LMNA LRMDA MAMLD1 MAN1C1 MAP2K3 MAPK1 MAPK8IP2 MBP MGC16275 MIR23AHG MIR3147HG MIR9-1HG MITF MOB3A MRC2 MYZAP NAP1L1 NOXA1 NPEPL1 NPPA NTRK3 ODAD3 PDGFB PHF1 PI16 PICK1 PIK3CD PINK1 PLAUR PLXNA1 POFUT2 POU2F2 PPFIA3 PRX PTBP3 PYGL RAB11B RAB11FIP1 RHPN1 RPL37A SASH1 SLC6A8 SNN SNTA1 SPAG8 SPATA2L STYK1 TRIOBP TUBB2B USP27X-DT MOREAUX_MULTIPLE_MYELOMA_BY_TACI_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MOREAUX_MULTIPLE_MYELOMA_BY_TACI_DN AASDHPPT ABHD3 ACD ACTL6A ACTR6 AIMP2 ANAPC10 ANKRD49 ASF1A ATP5MG AVL9 BARD1 BTBD1 BUB3 C11orf54 C1QBP C1orf131 CCT2 CCT5 CDC23 CDIN1 CDK1 CEP152 CEP295 CEP57 CHCHD1 CHEK1 CHMP4A CMC1 COMMD4 CYP2R1 DARS1 DBF4 DDX1 DDX18 DDX31 DENND4A DHX29 DKC1 DNAJB14 DUXAP8 EBNA1BP2 EDRF1 EFTUD2 EIF3G EIF3M ELAC1 EMC4 EOGT ERCC1 EZH2 FAM98B FANCF FEM1B FIBP G3BP1 GCSH GEMIN5 GLT8D1 GPR89B HAUS1 HIKESHI IARS1 IFT57 IFT74 IK ILF3 IP6K2 IREB2 KEAP1 KLF13 KRIT1 LAP3 LEMD3 LRRC40 LSM4 LSM5 MALSU1 MATR3 MBD4 MCM2 MCM3AP MET MINDY3 MINPP1 MPHOSPH9 MRPL19 MRPL43 MRPL50 MRPS12 MYLIP NAA50 NADSYN1 NASP NCAPD3 NCLN NDUFA13 NMT1 NNT NOL8 NOMO3 NUDCD2 NUDT5 ORC5 OTUD6B PAAF1 PAIP1 PAK1IP1 PAPOLA PDCD6 PEX1 PFDN4 PMS2P3 PPIP5K2 PPP1R12A PPP2R5C PRKDC PSMA3 PSMC4 PSMD8 PTPMT1 RACGAP1 RAN RFX7 RIOX2 RNF111 RNF7 RPL26L1 RSF1 RUVBL2 SEM1 SF3B2 SGO2 SKIC8 SLC16A1 SLC25A36 SLC33A1 SLC38A1 SMARCA4 SNRPD1 SNX19 SPAST SPATA5L1 SSBP1 STAM2 TAF2 TATDN1 TBCB TDP2 TEFM TENT2 TERF1 THYN1 TIMM29 TIMM50 TLE4 TMA16 TMEM126A TMEM135 TMEM165 TMEM267 TRIB1 TSHZ1 TYMS UPF3A UTP4 YJU2 ZBTB20 ZCCHC10 ZNF131 ZNF277 ZNF367 ZNF567 ZNG1A MOREAUX_MULTIPLE_MYELOMA_BY_TACI_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MOREAUX_MULTIPLE_MYELOMA_BY_TACI_UP AAK1 ABCG4 ACAA2 ACAD10 ACRV1 ACSL6 ACTB ACTN2 ADAM11 ADARB1 ADCY10 ADH1A AFDN AKAP7 AKR1C1 ALDH3B1 ALPL ALPP AMELX AMN AMPH ANKRD26 ANXA8 APAF1 API5 ARFRP1 ARG1 ARHGAP44 ARHGEF15 ARHGEF16 ARL4D ARRB1 ASH1L ATL2 ATP1B4 ATP2C2 AZGP1 B3GNT4 B4GALT1 BEX1 BIK BIRC7 BPIFA1 BRD3OS BTG2-DT BTN1A1 BTNL3 C1QL1 C3AR1 C6orf47 CACNA1I CALB2 CAMK1G CAMK2B CAPN5 CAPS CASZ1 CCDC33 CCNP CCR6 CD22 CD80 CDC42EP4 CDC5L CDK13 CDKN2B-AS1 CEACAM1 CEACAM5 CEACAM6 CEBPA-DT CELA2B CEP170B CFC1 CHRNA6 CHST4 CIBAR1 CIDEC CLDN10 CLEC4M CNMD CNR2 COL11A2 COX6A2 CR1 CRYM CTAGE9 CTRB2 CTXND1 CXCL1 CYP11B1 DAO DDAH2 DDIT3 DDR1 DDX54 DMC1 DMTN DNAI4 DNAJB5 DOK1 DRD5 DSP DUSP3 DUSP8 DUSP9 EEF1A2 EFHC2 ENTREP1 EPB41L1 EPHB4 EPHB6 ERCC2 ETV1 ETV7 F7 FA2H FADS2 FBXO9 FLRT2 FMO2 FMOD FOXF2 FURIN FXYD2 FXYD3 GABBR1 GCHFR GGTA1 GIT1 GJB3 GLG1 GLP1R GNA11 GNA15 GNAQ GNG2 GNG4 GP1BA GPR12 GPR27 GRB10 GRM7 GSTA4 GSTM5 GZMB HAMP HLA-DMB HLCS HMGA1P4 HMGA2 HORMAD2 HOXA6 HPCAL4 HRK HS3ST2 HSPA6 HTR4 HUS1 HYI IGKC IKZF4 IL18BP IL22RA1 IMPDH1 INF2 ITGA2B ITPKC KCNB1 KCNH2 KCNIP1 KCNK10 KHSRP KIAA0586 KIF5A KLF2 KLK13 KMT5C LAIR2 LBH LCN10 LDHAL6B LGALS8 LIMA1 LINC01238 LINC02574 LMNA LPAR1 LRMDA LRRC15 LRRC41 LTBP2 LUZP1 MAMLD1 MAN1C1 MAP2K3 MAPK1 MAPK14 MAPK8IP2 MASP2 MAST4 MBP MCM8 MEF2D MGC16275 MIR23AHG MIR3147HG MIR9-1HG MITF MLPH MMP14 MMRN2 MOB3A MOSPD3 MPP2 MPP3 MRC2 MRPL28 MSC MTA1 MTSS1 MXRA8 MYBPC1 MYZAP NACC1 NAP1L1 NCR1 NCR2 NECTIN2 NEURL1 NEUROD2 NF1 NIPAL2 NMT2 NOCT NOP56 NOS1 NOXA1 NPEPL1 NPPA NQO1 NR4A1 NRG1 NRP2 NTRK3 NUAK1 OASL ODAD3 OLAH OR1E3 OR1F1 OR2C1 OR2H2 P2RY4 PBX2 PBX2P1 PCDH1 PCDH11X PDE3B PDGFB PGAP4 PHF1 PI16 PICK1 PIK3CD PIK3R2 PIK3R5 PIN4 PINK1 PIWIL2 PKNOX2 PKP2 PLA2G5 PLAUR PLLP PLXNA1 PML PMP2 POFUT2 POU2F2 PPFIA3 PQBP1 PRR15L PRX PTBP3 PTCRA PTGES PYGL RAB11B RAB11FIP1 RAB11FIP5 RABEP2 RBM38 REM1 RGS12 RHPN1 RIN1 RIPPLY3 RNASE1 RNF122 ROBO4 ROS1 RPGRIP1 RPL18 RPL37A RPL6P17 RPS6KA4 S100A12 SAA4 SAMD14 SASH1 SCN10A SCNN1A SCRG1 SEMA3F SEMA4G SGSM2 SGSM3 SHANK2 SIGLEC7 SLC12A3 SLC1A7 SLC22A14 SLC6A13 SLC6A5 SLC6A8 SMIM10L2A SNAPC2 SNCA SNN SNTA1 SOX12 SPACA4 SPAG8 SPATA2L SPEF1 SSTR2 STRA6 STYK1 SYCP2 SYDE1 SYNGR1 SYT12 SZRD1 TAAR2 TACR1 TCEAL2 TCP10L TIFAB TMEM40 TMEM63A TMPRSS11D TNF TNFAIP6 TNFRSF13B TNFRSF8 TOR4A TRIM48 TRIOBP TRMT61A TRPV1 TSNAXIP1 TUBB2B TULP1 TUT1 ULBP1 USP27X-DT VASP VDR VENTXP1 VGLL3 WIPI2 ZNF263 ZNF324B ZNF362 MOREIRA_RESPONSE_TO_TSA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MOREIRA_RESPONSE_TO_TSA_DN ALPL CD247 CD3D CD3E CX3CR1 ENTPD2 FGF18 ICAM1 IL2RA LAT METAP2 NOTCH1 NOTCH2 OGDH RARB SLC3A2 WNT4 WNT7A MOREIRA_RESPONSE_TO_TSA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MOREIRA_RESPONSE_TO_TSA_UP BAK1 BHLHE40 BYSL CD2 CD6 CD82 COX8A EIF4A1 EIF6 ENO2 FKBP4 HMGN1 HSP90AB1 HSPA1A HSPA1B IGFBP4 MIF MYC PA2G4 PSMB4 RARA SELPLG SSR4 TGFB1 TMSB4X TP53 USF2 YWHAH MORI_EMU_MYC_LYMPHOMA_BY_ONSET_TIME_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORI_EMU_MYC_LYMPHOMA_BY_ONSET_TIME_DN CBX7 CREB3L2 DEGS1 GAA HIP1 HSP90B1 HSPA5 IL6ST ITGB5 KLF6 NFKBIZ PTPN22 PVR SLA SURF4 VSIR WDR13 MORI_EMU_MYC_LYMPHOMA_BY_ONSET_TIME_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORI_EMU_MYC_LYMPHOMA_BY_ONSET_TIME_UP AGK AHCY AKAP12 AKT3 BCAT1 BLMH BUB1B CACTIN CBLL1 CBX1 CBX2 CDCA4 CDK1 CDK9 CENPN CENPO CENPS CEP89 CHCHD10 CISD1 COX5A CPLX2 DAB2IP DCK DDX47 DNAAF2 DYRK2 EBF1 EFTUD2 EIF4EBP2 ELOF1 ELOVL6 ERH FAAP24 FAM20B FANCM FKBP3 GCLC GEMIN5 GINS2 H1-3 HMGA1 HPRT1 IGF2BP3 ILF3 INIP INKA1 INO80E JMJD4 KIF18B LGALS9 LIG1 LLGL1 LSM6 MCM7 MDM1 MED9 MIS18BP1 MMS22L MOAP1 MRPS18A MTHFD1 MUTYH MYB OTUB2 PCLAF PDE2A PHB2 PIDD1 PLEKHA2 POC1B PRDM4 PRIM2 PTGR1 RAI1 RANBP1 RBBP4 RBMXL1 RFC3 RNF2 SAPCD2 SEPHS1 SF3B6 SHMT1 SMARCA4 SMARCB1 SMARCD2 SMC1A SMPD4 SNRPB SPAG5 SRSF2 SSRP1 STRBP SUMO2 SUZ12 SYNJ2BP TCF3 TIPIN TOPBP1 TRAF4 TRAF5 TRIB2 TRIM28 TYSND1 U2AF2 UBE3D UHRF1 WDHD1 ZBED3 ZNF428 MORI_IMMATURE_B_LYMPHOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORI_IMMATURE_B_LYMPHOCYTE_DN ACTN4 ANP32E CBX1 CCNA2 CCNB1 CCNB2 CDC20 CDC45 CDCA3 CDCA5 CDCA7 CDK1 CDKN1A CDKN2C CDKN3 CENPA CENPL CHEK1 CKAP5 CKS1B DCK DLGAP5 DNMT1 DTL E2F8 ENPEP EZH2 GSN H2AC8 H2AX H2AZ2 HAUS3 HJURP HMGB1 HMGB2 HMGB3 HMGN2 HNRNPA3 HNRNPAB IGLL1 IQGAP3 KIFC1 KPNA2 LGALS1 LIG1 LMNB1 MCM10 MCM2 MCM3 MCM6 MCM7 MELK MKI67 MTHFD2 NCAPH NDC80 NEK2 NUSAP1 PCK2 PCNA PRC1 PRDX4 PREP PRIM1 PTGR1 RAD51 RAD54L RAG1 RAMP1 RBBP4 RRM1 RRM2 SLBP SLC16A1 SLC29A1 SMARCA4 SMARCA5 SMC2 SMC4 STMN1 TMPO TOP2A TTK TUBA1A TUBA1B TUBB TUBB4B TXN UBE2C UCK2 XRCC6 MORI_IMMATURE_B_LYMPHOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORI_IMMATURE_B_LYMPHOCYTE_UP ADCY7 ATP6V0B BIRC3 BTG1 CAPG CAPN1 CD72 CD74 CD83 CNR2 CTSS DTX1 DUSP6 ERO1B GGA2 GMIP GNS GPCPD1 GPR65 GUCD1 HCK HLA-DMA HLA-DMB IFI30 IGKV1D-33 IGKV5-2 IL10RA JARID2 LAT2 LIMS1 LY6D LYN MCL1 MS4A1 MYL12B NEAT1 PIP4K2A PML PTPN6 PTPRC PXK RGL2 RGS14 RHOQ SAMHD1 SCD SELENOW SEMA4D SLC25A53 SMAP2 TMEM50B TRAF3 MORI_LARGE_PRE_BII_LYMPHOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORI_LARGE_PRE_BII_LYMPHOCYTE_DN ADCY7 ALDH2 BIRC3 BTG1 CAPG CAPN1 CD22 CD74 CD79B CD83 CNR2 CRYBG1 CTSH CTSS CXCR5 DOCK2 DTX1 GGA2 GMIP GNS GPR65 HIP1R HLA-DMA HLA-DMB HLA-DQA1 IGKV1D-33 IL10RA IL2RG IL4I1 IL4R IRF8 ITGAV LAT2 LCP1 LPP LTB LY86 MACF1 MCL1 MS4A1 NEAT1 PIP4K2A PTPN6 PTPRC PXK RASA3 RGL2 RGS14 RIPOR2 SAMHD1 SCD SEMA4D SERPINB1 SIPA1 SLC25A53 SNAPIN SOAT1 UBA7 VCAM1 WIPF1 MORI_LARGE_PRE_BII_LYMPHOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORI_LARGE_PRE_BII_LYMPHOCYTE_UP ALYREF ANAPC5 ANP32E ASF1B AURKA BUB3 CALM2 CBX1 CCNA2 CCNB1 CCNB2 CDC20 CDCA3 CDCA5 CDCA7 CDK1 CDKN1A CDKN2C CDKN3 CENPA CENPE CENPL CKS1B CMC2 DTL E2F8 ENPEP FANCC H2AC8 H2AX H2AZ1 H2AZ2 HAUS3 HJURP HMGA1 HMGB1 HMGB3 HMGN2 HNRNPAB IDE IGLL1 KIF22 KIF23 KPNA2 LGALS1 LGALS9 LIG1 LMNB1 MCM2 MCM3 MCM6 MCM7 MELK MKI67 MYBL2 NCAPH NDC80 NUCKS1 PPP2R5C PRC1 PRDX4 PSMC1 RACGAP1 RAD21 RAMP1 RAN RANGAP1 RBBP4 RRM1 RRM2 SLBP SLC12A3 SLC29A1 SMARCA4 SMARCC1 SMC2 SMC4 STMN1 TMPO TOP2A TTK TUBA1A TUBB TUBB4B TXN UBE2S XRCC6 ZNF358 MORI_MATURE_B_LYMPHOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORI_MATURE_B_LYMPHOCYTE_DN ANLN BRCA1 CAPN2 CCNB1 CCNB2 CCND3 CD93 CDC25C CDC45 CDKN3 CKS1B COX7A2 CYCS DESI1 DGCR6 DHFR DNTT ENPEP EWSR1 EZH2 GAS7 GFRA1 GPAM H2AZ1 H2AZ2 HES6 HMGA1 HMGB2 IDH2 IL7R IRAG2 KIF2C LGALS9 LITAF LMNB1 LXN MARCKS MCM5 MPP1 MTHFD2 MYB MYL4 NCBP2 NDUFC1 NEK2 NOTCH1 NUDT1 PAFAH1B3 PGLS PLA2G12A PLIN2 PRDX4 PREP PRPS1 PSMC1 PSMD8 PTGR1 RAG1 RAG2 RGS2 RNASEH2B RRM2 SLC16A1 SLC25A51 SMARCA4 SNRPB SNRPC SOX4 STMN1 TAX1BP3 TXN UCK2 UFC1 VPREB3 ZBED3 ZFPM1 MORI_MATURE_B_LYMPHOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORI_MATURE_B_LYMPHOCYTE_UP ABCA1 ADCY7 ADD1 ADRB2 APOE ARHGEF3 B4GALNT1 BARX1 BGLAP C12orf57 C19orf48P CD74 CD83 CER1 CERS2 CMTM6 CNOT6L CR2 CRYBG1 CTSH CTSS CXCR5 DGCR6 EBI3 EEIG1 ETS1 FAM76B FCER2 FOXD4 GGA2 GNPNAT1 GPR65 HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DQA1 HLA-DRB5 HLA-G ID3 IFNGR1 IGHD IGKV1D-33 IGKV5-2 IL10RA IL10RB IL2RG IRF8 JAK2 LAT2 LCP1 LPP MACF1 MAN1A1 MAP2K1 MAP3K8 MCL1 MEF2C MFSD14B MORF4L1 MS4A1 MYCBP2 NCF4 NEAT1 OSBPL5 PEA15 PHTF2 PIP4K2A PISD POU6F1 PPM1M PTPN6 PTPRC PXK RAB8A RAP1GDS1 RASA3 RGS14 RIPOR2 RMI1 SAMHD1 SCD SDF2 SELL SGPP1 SH3BP2 SLC4A7 SMAP2 SORL1 TBC1D14 TMOD3 VPS28 WDR43 YTHDC1 ZFP36L1 MORI_PLASMA_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORI_PLASMA_CELL_DN ABLIM1 ANP32A ARPC5L BACH2 BCL11A BMP2K CALM2 CD22 CD40 CD83 COTL1 CPM DTX1 ELK3 GPATCH2L GPR137B IL4I1 KLHL6 LAPTM5 LMO2 LRCH1 MICAL1 MS4A1 MTA3 PANK2 PIK3AP1 REL SMAD1 SMIM14 SPIB SRPK3 TESPA1 TLR1 TNFRSF13C TPM4 TSPY26P MORI_PLASMA_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORI_PLASMA_CELL_UP ARMCX3 BET1 BHLHA15 BPGM CCDC47 CD28 CHRNB4 CRELD2 CTSB DDOST DERL1 DNAJB9 EBP FILIP1 GPR160 GPR89A HDLBP HSPA13 HTATIP2 IGHA2 IGKC IP6K1 LARP1B LMAN1 M6PR MAGT1 MANF MGAT2 NANS NBAS NTAQ1 OSTC PGAM2 PRRC1 QPCTL RPN1 RRBP1 SCFD2 SEC11C SGPP2 SLC30A7 SLC44A1 SPCS1 SPCS3 SSR2 STT3A SURF4 TENT5C TESC TMED2 TMEM248 TMEM39A TRAM2 UBXN4 MORI_PRE_BI_LYMPHOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORI_PRE_BI_LYMPHOCYTE_DN ABLIM1 ADCY7 AKIRIN1 ATP6AP1 ATP6V0B BIRC3 BLK BTG1 BTG2 CAPN1 CASP9 CCNDBP1 CD2 CD22 CD72 CD74 CD79B CLK1 CNR2 CRYBG1 CYTIP DIP2B DTX1 ERO1B ERP29 FAM107B FAM3C FBXO11 FCGR2B FCRLA GNS GPCPD1 GUCD1 HLA-G IAH1 IGKC IL10RA IL4R JARID2 KLF2 LPGAT1 LSP1 LY86 LYN MCL1 MS4A1 MYL12B NBR1 NEAT1 NFKB1 NFKBIZ PDE7A PNRC2 PTK2B PTPRC RALGPS2 RBM39 RGS14 RHOQ RIOK3 S1PR1 SAMHD1 SAT1 SCD SLC25A53 SMIM14 TANK TIRAP TK2 TMEM50B TMEM71 TRAF3 TRAF5 TSNAX TUT7 UBE2H UBLCP1 UBP1 ZFP14 ZFP36 MORI_PRE_BI_LYMPHOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORI_PRE_BI_LYMPHOCYTE_UP ACTN4 ADGRG3 ANKRD33B ANP32E AURKA CCL5 CCNB2 CDC20 CDCA3 CDCA5 CDCA7 CDK1 CDKN1A CKS1B DBI DNTT DTL E2F8 EMB EMP1 ENG ENPEP FCER1G GRB7 GSTT2 GZMA H2AC8 H2AX H2AZ2 HJURP HMGB3 HMGN2 HNRNPAB HSPBP1 IDE IGLL1 KANK3 KIF4A KPNA2 LEF1 LIG1 LMNB1 MCM2 MCM6 MCM7 MELK MGST2 MIF MKI67 MPEG1 MTHFD2 NCAPH NDC80 NUCKS1 PHGDH PRC1 PRDX4 PSAT1 RACGAP1 RAD51 RAMP1 RAN RASA4 RBBP4 RRM1 RRM2 SLC29A1 SMARCC1 SMC4 SOCS2 SQLE SSBP4 STMN1 TOP2A TTK TUBA1A TUBA1B TUBB TUBB4B TXN UBE2C MORI_SMALL_PRE_BII_LYMPHOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORI_SMALL_PRE_BII_LYMPHOCYTE_DN ABR ACP1 ACTN4 ANP32B ASXL1 ATP1A1 BCL2 BRPF1 C1QBP CA2 CCND2 CD36 CDCA4 CDKN1A COX18 CRIP2 CTSC DDX1 DERL2 DNAJB1 DTD1 EHD1 EIF4E FXYD5 GBP7 GIMAP4 GPHN HMBS HSPH1 ID3 IER2 IFRD2 ISOC1 ISYNA1 JOSD1 LCP1 LUM LYZ MEF2C MOGS NASP NFATC3 NUMA1 PACS1 PCK2 PDK1 PIP4K2A PLET1 PSMB8 PTPN22 RBBP7 RBL1 RHD ROM1 RPA1 RPN2 RPS2 S100A9 SEC61A1 SET SGO1 SLC20A1 SLC25A20 SMC4 SSBP2 ST3GAL6 STAT4 STIL TUBA1B TUBA4A TUBB4B VKORC1 WDHD1 XPO1 ZYX MORI_SMALL_PRE_BII_LYMPHOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORI_SMALL_PRE_BII_LYMPHOCYTE_UP ACHE ACKR3 ACSS1 ADAM10 ADRA2A AKIRIN1 APOBEC1 ARL5A B4GALT1 BTG2 C1GALT1 CACNG1 CCNG2 CD1D CERK CLOCK CSF2 CYB5R4 DBNL DESI1 DTNA DUSP11 ECH1 EMID1 EPHA3 EPS8 ERP29 EYA3 FCRLA FDX2 FGF12 FRAT2 GAS7 HERPUD1 HSPA2 IGSF10 IL12A IRF4 KLHDC2 MARCKS MYL4 MYO5A NCAPH2 PAFAH1B3 PIM2 POLM POU2AF1 PRM1 PRRG2 PSAPL1 PSME4 PTGER2 PTPRB RB1 RBM17 RELN RGS2 RHOJ SEC11C SELENOW SKAP2 SLAIN1 SLC11A2 SLC1A5 SLC25A51 SPG21 SPIN1 SRP14 TAX1BP3 TCF12 TCP10L TRIM11 TTC7B TXK UBA52 WTAP XPNPEP1 MOROSETTI_FACIOSCAPULOHUMERAL_MUSCULAR_DISTROPHY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MOROSETTI_FACIOSCAPULOHUMERAL_MUSCULAR_DISTROPHY_DN ALDH1A1 ASS1 CDC42EP3 FUCA1 INA KLHL41 OXTR PDLIM3 PPL RARRES2 VAMP8 WIF1 MOROSETTI_FACIOSCAPULOHUMERAL_MUSCULAR_DISTROPHY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MOROSETTI_FACIOSCAPULOHUMERAL_MUSCULAR_DISTROPHY_UP ADGRL2 BRINP1 CCN4 COL6A3 EBF2 HOXC6 HSD11B1 ID1 ID2 ID3 IFI27 LXN NID1 PDGFRA PGF POSTN PRG4 RARRES1 SCG5 THBS2 MOSERLE_IFNA_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MOSERLE_IFNA_RESPONSE CD274 CMPK2 CXCL10 DDX60 DDX60L EPSTI1 GBP1 HERC5 IFI16 IFI44 IFI44L IFIH1 IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 MX1 OAS1 OAS2 OASL RIGI RSAD2 RTP4 SAMD9 SAMD9L STAT1 TNFSF10 TRIM22 USP18 ZC3HAV1 MOTAMED_RESPONSE_TO_ANDROGEN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MOTAMED_RESPONSE_TO_ANDROGEN_DN ACHE ASH1L BACH2 KLHL42 NT5DC1 STIM1 MOTAMED_RESPONSE_TO_ANDROGEN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MOTAMED_RESPONSE_TO_ANDROGEN_UP CYP4B1 GRIA2 IDS MAP3K8 SSH1 SSPOP MUELLER_COMMON_TARGETS_OF_AML_FUSIONS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MUELLER_COMMON_TARGETS_OF_AML_FUSIONS_DN ATP2B1 CACNB1 CCL2 CCRL2 CGB3 CSF2 CXCL8 DCHS1 DOC2A DRD4 ELF4 EZH2 FRMPD4 GTPBP1 HNF4A HSF4 ID2 IFI44L MKNK1 NOP14 NOP14-AS1 PCDHGB4 PFKFB4 PIM1 PLSCR1 SDC4 SERPINF1 SH3BP2 SSX2 STK3 UPK2 VRK1 VRK2 MUELLER_COMMON_TARGETS_OF_AML_FUSIONS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MUELLER_COMMON_TARGETS_OF_AML_FUSIONS_UP ARF5 CCNF CD99 CITED2 DNM2 HADHA JUP PAFAH1B3 PPP2R5D SCAP SNX17 SOX4 TCF3 TLE5 MUELLER_METHYLATED_IN_GLIOBLASTOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MUELLER_METHYLATED_IN_GLIOBLASTOMA AREG CDA CGB3 CLDN4 COX7A1 CXCL2 DAZL F11R FBXO2 GZMM HSD17B6 IER3 IFNA21 IL24 KRT17 KRT19 KRT4 KRT81 LAPTM5 LCN2 LSR LXN MAGEB2 MAST3 MMP13 NPTX2 RUNX3 S100A4 S100P SAP25 SERPIND1 SERPINF1 SFN SPANXA1 SPANXB1 SPINT1 SSX1 SSX2 SSX3 STAG3 TES TKTL1 TLR2 MUELLER_PLURINET https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MUELLER_PLURINET AATF ACTA1 AIMP2 ANAPC1 ANP32A ANXA2 ANXA3 APEX1 APOE ARID3B ARL4A ARMC6 ATIC AURKA AURKB BAG6 BAK1 BCCIP BCL2 BIK BIRC5 BLM BRIX1 BUB1B BYSL CASP6 CASP9 CCNA2 CCNB1 CCNB2 CCND1 CCNE1 CDA CDC25C CDC45 CDC7 CDK1 CDK7 CDT1 CEBPZ CENPE CHAF1A CHEK1 CHEK2 CKS1B CKS2 COIL COPS3 COPS6 CTBP2 CXADR DAXX DAZAP1 DCTPP1 DDX11 DHCR24 DHFR DIAPH1 DNMT3B DPPA2 DSCC1 ELAC2 EPPK1 ERBB3 ERCC5 EWSR1 EXO1 EXOSC3 EXOSC7 EXOSC8 EXOSC9 FAM136A FBL FBP1 FEN1 FKBP3 FOXO4 FUBP1 FUS GADD45A GAR1 GDF9 GEMIN2 GEMIN6 GEMIN7 GMNN GMPS GNL3 GOT2 GPRIN2 GRB7 GTF2H2 H2BC4 HAUS1 HDAC1 HDAC2 HMGA1 HMGB1 HMMR HNRNPAB HNRNPK HPRT1 HSP90AB1 HSPA14 HSPA2 HSPA8 HSPA9 HSPD1 HSPE1 HSPH1 ITGB3BP KAT7 KIT KPNA2 KPNB1 LCK LRIF1 LSM1 LSM3 LSM4 LSM5 LSM6 LSM7 LUC7L3 MATK MBD2 MCM10 MCM2 MCM3 MCM4 MCM5 MCM6 MNAT1 MRE11 MRM3 MRPS12 MSH2 MSH3 MSH6 MT1G MTHFD1 MUTYH MYB MYBBP1A MYBL2 MYC NACC1 NANOG NCL NFKBIB NLE1 NME1 NME1-NME2 NOC2L NOLC1 NOP56 NOP58 NPM1 NPPB NTAQ1 NTHL1 NUDT1 NUP153 NUP50 ORC1 ORC2 ORC6 OTX2 PA2G4 PAK1 PAK3 PALS2 PARP1 PASK PBX1 PCNA PCYT1B PELP1 PFDN6 PFN1 PHB1 PHC1 PHF10 PHGDH PIAS2 PLPP2 PLSCR1 PMAIP1 PMF1 PNN PNP POLD1 POLD2 POLG2 POLQ POLR1C POLR1D POP1 POP5 POP7 POU5F1 PPAN PPID PPM1B PRMT5 PRNP PSIP1 PSMA3 PSMA6 PSMD11 PSME3 PTMA PTPN6 PXN RAD51 RAD54L RAD9A RASL11B RBM14 RBPMS RCHY1 RECQL4 RFC2 RFC3 RFC4 RFC5 RMND5B RND1 RPA1 RPA2 RPA3 RPP40 RUVBL1 SALL4 SEPHS1 SET SIGLEC12 SIRT1 SLC19A1 SMARCAD1 SMARCC1 SMN1 SMNDC1 SNRPA SNRPB SNRPC SNRPD1 SNRPE SNRPF SNRPN SNURF SOCS1 SP1 SPAG5 SRSF1 SRSF2 SRSF3 SSB STIP1 STRBP STX3 STXBP2 STXBP3 SUMO1 SUPT3H SYNCRIP TARBP2 TCERG1 TCOF1 TDGF1 TDP2 TGIF1 TK1 TMPO TMSB4Y TNFRSF8 TNNI3 TOE1 TP53 TPX2 TRAIP TRIM28 TRIP13 TUBA3C U2AF1 UNC119 UNG VAMP8 VASP WDR33 WDR77 WEE1 WRAP73 WRN XRCC5 ZFP42 ZNF165 ZNF281 ZNF593 MULLIGAN_NTF3_SIGNALING_VIA_INSR_AND_IGF1R_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MULLIGAN_NTF3_SIGNALING_VIA_INSR_AND_IGF1R_DN CRADD H1-0 HSD17B11 KAT2B MDFIC PDK4 RAB9A SH3BP5 UGCG WDR45 MULLIGAN_NTF3_SIGNALING_VIA_INSR_AND_IGF1R_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MULLIGAN_NTF3_SIGNALING_VIA_INSR_AND_IGF1R_UP ARL4C BNC1 CORO1C DDX21 EBNA1BP2 GMPPB GNL3 GREM2 HSPA4 MRPL20 NME1 NOP56 RCL1 SERP1 SRSF2 SRXN1 ST3GAL4 ST6GAL1 TMEM97 USP10 WDR77 MULLIGHAN_MLL_SIGNATURE_1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MULLIGHAN_MLL_SIGNATURE_1_DN ABCB1 ABCC4 ABHD10 ADK ADNP2 ADRM1 AGRN ANP32C AP1B1 AP5S1 APP AQP4 AREG ASAP3 ATP1B1 ATP2A3 ATP2C1 BAALC BAIAP3 BARX2 BCAT1 BCKDHB BCR BIN1 BRD8 BTG3 BTN3A3 C1orf174 CA4 CAV1 CAVIN1 CCNG1 CD1E CD200 CD3D CD99 CDH16 CEP170 CETP CFAP410 CHD1L CHI3L1 CIR1 CKB CLIP3 CLMN CSAD CTDSPL CXCL2 CXCL8 CYP2E1 CYTL1 DAPK1 DCUN1D4 DEPTOR DLC1 DLEU1 DNAH2 DNAJC12 DPT EDN2 EEF1D EFCAB6 EFHC2 EGFL7 EGR3 ELMO1 EPS15 FAAP20 FAH FAM117A FAM171A1 FCER1A FDFT1 FSCN1 FUT2 GABRE GGT5 GSDMB GTDC1 GTPBP3 HACD1 HGF HIP1R HLF HNRNPA1P3 HOXB2 HPGD HPGDS HS2ST1 HSD17B12 HSF4 HSPB2 HYAL2 IFI44 IFIT1 IFITM1 IGHV5-78 IL2RA ISOC1 ISYNA1 ITGAV ITM2A JAK1 JUND KATNB1 KIR3DL2 KMT2A KRT18 KRTAP5-8 LAMA5 LAMB2 LAMC3 LHFPL2 LOXL1 LRP6 LUZP1 MACIR MAF MANSC1 MAPRE2 MAST4 MBIP MCF2L MCTP2 MDK METAP1 MMP2 MPL MRC1 MROH7 MRPS2 MRPS22 MUC4 MYH10 MYH11 MYO5C MYRF NAA16 NBL1 NET1 NHERF2 NID2 NIT2 NOVA2 NPM1 NPR3 NR2F2 NUDT11 NUP50 OLA1 OPN1SW P2RX3 PBX2 PGF PITPNB PMAIP1 POLE POU4F1 PPL PPP1R16B PPT2 PRF1 PRKCQ PTGIR PTH2R PTP4A3 PTPN14 PTPRCAP PYCR1 RANBP2 RASL10A RBPMS RHOB RIPOR1 RPL13A RPL31 RPL36 RPP40 RPS21 RUNX1 RUNX1T1 RXYLT1 SEPTIN11 SERPINE2 SIDT1 SIPA1L1 SLC12A4 SLC13A3 SLC18A2 SLC24A3 SLC7A1 SMARCA1 SMYD2 SOX11 SPRY1 SRP72 SRSF5 SSX1 ST18 STAM STAP1 STAT4 STAT5A STAT5B STK32B STOM STXBP6 SYDE1 TAL1 TBXA2R TEAD4 TFPI TGFB1I1 TGFBRAP1 TIE1 TIMP3 TM4SF1 TNFRSF21 TNPO2 TPD52 TPSAB1 TREH TRH TRIM16 TRIM24 TRMT1 TSHR TSPAN7 TTC3 UBE2E1 USP34 WASF1 WDR59 YES1 ZMYND8 ZNF274 ZSWIM8 MULLIGHAN_MLL_SIGNATURE_1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MULLIGHAN_MLL_SIGNATURE_1_UP ABCA7 ABCA8 ABHD17A ABHD2 ABR ACTR2 ADARB1 ADCY7 ADCY9 ADGB ADRB2 AK2 AKR7A2 AKR7A3 ALDH3A2 APOBR ARHGAP1 ARHGAP11A ARHGAP45 ARHGEF3 ARHGEF40 ARL6IP5 ARPC1B ARPC2 ARPC4 ASPSCR1 ATG3 ATP6V0E1 ATP8B4 B4GALT1 BATF BEGAIN BID BMP5 BORCS6 C11orf21 C15orf39 C1RL C1orf54 CALM1 CAND2 CAPG CASP1 CAT CBFB CCL23 CCND3 CCPG1 CCR1 CD2BP2 CD300C CD302 CDC42EP3 CEBPA CEBPG CEP63 CHD3 CIAO2B CLEC3B CLN3 CLTB CLTCL1 CNIH4 CNPY3 COA3 COLGALT1 COMMD4 COMMD8 COX8A CSF2RA CSPG4 CSTA CTSA CXCR2 CXCR4 CYBA CYTH4 DACH1 DCPS DDX23 DENND2D DEXI DHRS7B DMAC2 DNAJC1 DNM2 DNPH1 DPEP2 DUSP7 DYNLL1 EAF2 EFHD2 EHBP1L1 EIF4EBP2 ELF3 ELF4 ELMO3 ENO1 ENSG00000274253 EPHB3 EVI2A EVI2B EXOSC4 FADD FAM120A FAM53B FBXW4 FCGR1A FCGR2A FCGR2B FES FLNA FOSL2 FRAT2 FUCA1 FUT7 FXYD6 FZD2 GAS7 GLG1 GLYR1 GNA12 GNS GOLGA8N GRB2 GRN GTSE1 HCLS1 HDAC6 HEXB HIC2 HIRIP3 HNRNPU HOMER3 HOXA10 HOXA4 HOXA5 HOXA6 HOXA7 HOXA9 HOXB9 HSPA1A HTATIP2 ID2 IFNGR2 IGF2R IGFBP7 IGFLR1 IKZF1 IL10RB IL17RA IL1RN IL6R INSR IPCEF1 IQCE IQSEC1 IRAG2 IRAK1 IRF8 ISG20L2 ITGA7 ITGAX ITGB2 ITGB7 JMJD1C KCTD13 KHNYN KIAA0930 KLC1 KNG1 KRI1 KRT10 LAMP1 LAPTM5 LAT2 LBHD1 LCP1 LGALS1 LILRA1 LILRA2 LILRB2 LILRB4 LMAN2 LPCAT1 LRFN4 LRRC20 LST1 LTB4R LYST M6PR MAGEF1 MALT1 MAPK13 MBNL1 MED8 MEIS1 MFSD1 MFSD13A MGST2 MICAL1 MLLT10 MLX MPPE1 MR1 MRPL33 MRPL34 MRPL35 MRTFA MTMR9 MVB12B MYO1F NAGK NAGPA NDUFB3P5 NDUFB8 NDUFC1 NDUFS7 NINJ2 NIPBL NKG7 NLRP3 NPY4R NUBP1 NUP210 NUP50 NUP62 NXT2 OAZ1 OGG1 OPRL1 OSBPL8 OXLD1 P4HB PAGR1 PAQR4 PARL PBX3 PCNX1 PCYT1A PECAM1 PER2 PIGF PILRA PITPNA PKM PLD3 PLOD1 PLPBP PLXNB2 PLXNC1 PMM1 POLD4 POLR2J PPARD PPID PPIF PPP1R3D PRDX1 PRKCD PSD4 PSEN1 PSMB8 PSMD11 PTAFR PTK2B PTPN2 PTPN22 PTPN9 PUDP PYCARD RAB27A RAB29 RAB4B RAB6A RAC2 RANGRF RASSF2 RASSF4 RASSF7 RBBP8 RBKS RBM23 RCAN1 RECK RGS14 RHOT2 RMND5B RNASE2 RNASE2CP RNASE3 RNASE6 RNF167 RNF19B RPL22P22 RPS6KA1 RRBP1 RRP7A RRP8 RXRA S100A4 S100A6 SAC3D1 SAFB2 SCPEP1 SDF4 SDHB SDHD SEC23B SEL1L3 SELPLG SEPHS2 SERPINB8 SFMBT1 SH3GLB2 SIPA1 SIRPA SIRPAP1 SIRPB1 SLA SLC15A2 SLC16A3 SLC1A4 SLC22A18 SLC25A11 SLC27A3 SLC36A1 SLC43A3 SLC8B1 SLC9A6 SMCO4 SMIM10L1 SMPD1 SNRNP25 SNTB1 SNX1 SNX10 SNX17 SPCS1 SPG21 SPI1 SRF STAMBP STAR STS SULT2A1 SYK SYNGR2 SZRD1 TADA3 TANK TBC1D8 TBCD TDRD7 TFEB TGFA TGOLN2 THAP11 TIGAR TIMM17B TIMM23 TK2 TNFRSF10B TNFSF13 TNPO3 TOLLIP TOPBP1 TOR1A TOR1AIP1 TOR3A TPP1 TRAF3IP3 TRAPPC10 TREX1 TRIM38 TRIM44 TTC1 TXNRD2 UNC119 UNC50 UPB1 UPF1 UQCRC1 ZDHHC13 ZNF318 MULLIGHAN_MLL_SIGNATURE_2_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MULLIGHAN_MLL_SIGNATURE_2_DN ABCB1 ABCC4 ABHD10 ACACA ADK ADRM1 AGRN ANKLE2 AP1B1 APP ARAP2 AREG ARFGEF1 ASS1 ASXL1 ATP1B1 ATP2A2 ATP2A3 ATP2C1 ATRX B4GALT6 BAALC BAIAP3 BARX2 BCAT1 BCR BRD8 BTG3 BTN3A3 CAVIN1 CCNG1 CD1E CD200 CD34 CD3D CD96 CD99 CDH16 CDH4 CEP170 CERS4 CETP CHD1L CHI3L1 CKB CLIC4 CLMN COPG2IT1 CSAD CSN3 CTDSPL CXCL2 CXCL8 CYP2E1 CYP4F2 CYTL1 DAB2 DAPK1 DBN1 DCUN1D4 DEPTOR DHRS3 DLEU1 DMXL1 DNAH2 DNAJC12 DNTTIP2 DPT DUSP14 DYNLL1P3 EDN2 EEF1D EFCAB6 EGFL7 EGR3 EIF2AK2 ELMO1 ENDOD1 EPS15 FAAP20 FAH FAM171A1 FDFT1 FGFR1 FSCN1 GALNT1 GGT5 GLS GNPTAB GSDMB GTPBP1 GTPBP3 H1-0 HACD1 HEMK1 HGF HIF1A HINT1 HIP1R HMGN4 HNRNPA1 HNRNPA1P3 HPGD HPGDS HS2ST1 HSD17B12 HYAL2 ICOSLG IER2 IFI16 IFI44 IFITM1 IL2RA ISOC1 ITGAV ITM2A JAK1 KATNB1 KDM5B KHDRBS1 KIFAP3 KIR3DL2 KLRK1 KMT2A KRTAP5-8 KTN1 LAMA5 LAMB2 LAMC3 LAX1 LEPROTL1 LGALS3BP LGR5 LHFPL2 LINC01963 LOXL1 LRRC8B LRRN2 LUZP1 LYRM1 MACF1 MACIR MAN1A1 MANSC1 MAPRE2 MAST4 MATR3 MCF2L MCTP2 MDK METAP1 MGAT5 MMP2 MN1 MPL MRC1 MROH7 MRPS2 MRPS22 MSMB MUC4 MYH11 MYO5C MYRF N4BP2L2 NAA16 NBL1 NEDD4 NET1 NHERF2 NIT2 NME4 NONO NPM1 NPR3 NR2F2 NTRK2 NUDT11 NUP50 OLA1 OLFM4 P2RX3 PDCD4 PDIA5 PEX3 PGF PIGP PITPNB PLSCR3 PMAIP1 PML POLE POU4F1 PPL PPP1R16B PRF1 PRKCH PRKCQ PTGIR PTHLH PTP4A3 PTPN14 PTPRCAP PYCR1 RAB11A RALGDS RANBP2 RASL10A RBPMS RHOH RIPOR1 RPL36 RPP40 RPS6KA2 RUNX1 RUNX1T1 SCN2A SEPTIN11 SEPTIN9 SERP1 SERPINE2 SESN1 SINHCAF SIPA1L1 SLC12A4 SLC17A9 SLC18A2 SLC24A3 SLC7A1 SMIM8 SMYD2 SORL1 SPARC SPRY1 SRI ST18 STAM STAP1 STAT4 STAT5A STAT5B STK32B STOM SUPV3L1 SYNCRIP TBXA2R TEAD4 TEX10 TEX11 TFPI TGFB1I1 TGFBR2 TGFBRAP1 TIE1 TM4SF1 TMEM268 TNFRSF21 TNFRSF25 TNFRSF4 TNPO2 TPD52 TRH TRIM16 TRIM24 TRMT1 TSPAN7 TTC3 UBE2E1 UBR5 USP34 VAV3 VGLL4 WASF1 WDR59 WWC3 YES1 ZNF16 ZNF544 ZNF85 MULLIGHAN_MLL_SIGNATURE_2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MULLIGHAN_MLL_SIGNATURE_2_UP ABCA7 ABCA8 ABHD17A ABHD2 ABR ACTR2 ADARB1 ADCY7 ADCY9 ADRB2 AK2 AKAP9 AKR7A2 AKR7A3 AKT2 ALAD ALDH3A2 ALDH3B1 AP1S2 APBB1IP APOBR APOC2 ARHGAP1 ARHGAP11A ARHGAP45 ARHGEF3 ARHGEF40 ARL6IP5 ARPC2 ARPC4 ASPSCR1 ATG3 ATP6V0E1 ATP6V1D ATP8B4 ATXN1 BATF BCAP29 BEGAIN BEST1 BID BLOC1S1 BMAL1 BMI1 C11orf21 C15orf39 C1RL CAMKK2 CAND2 CAPG CASP1 CAT CBFB CCL23 CCND3 CCR1 CD2BP2 CD300C CD302 CDC42EP3 CEBPA CEBPG CEP164 CES1 CFDP1 CHD3 CIAO1 CLASP2 CLCN7 CLN3 CLTB CLTCL1 CNIH4 CNPY3 COLGALT1 COMMD4 COMMD8 COQ2 COX8A CSTA CTBS CTSA CTSL CXCR2 CXCR4 CYBA CYTH4 DACH1 DCPS DDT DDX23 DDX49 DENND2D DEXI DHRS7B DMAC2 DNAJC1 DNPH1 DPEP2 DUSP7 EAF2 ECHDC2 ECI1 EFHD2 EHBP1L1 EIF4E2 EIF4EBP2 ELF3 ELF4 ELMO3 EML2 ENO1 ENSG00000274253 ESPL1 EVI2B EXOSC4 FADD FAM120A FAM53B FBP1 FBXW4 FCGR1A FES FEZ1 FLNA FOSL2 FRAT2 FUT7 FXYD6 FZD2 GAA GAS7 GIT2 GLG1 GLYR1 GNA12 GNA14 GNS GOLGA8N GPS2 GRB2 GRK6 GRN GSK3B GTSE1 HCK HCLS1 HDAC6 HEXB HIC2 HIP1 HIRIP3 HNRNPU HNRNPUL1 HOXA10 HOXA4 HOXA5 HOXA6 HOXA7 HOXA9 HOXB9 HSPA1A HTATIP2 HTR1F ID2 IGF2R IGFBP7 IGFLR1 IKBKB IKZF1 IL10RB IL17RA IL1RN IL6R IQCE IQGAP1 IRAK1 ISG20L2 ISOC2 ITGA7 ITGAL ITGAX ITGB2 ITGB7 KCTD13 KHNYN KIAA0930 KLC1 KNOP1 KPNA1 KRI1 KRT10 KYNU L1TD1 LAIR1 LAMP1 LAMP2 LAPTM5 LAT2 LCP1 LGALS1 LILRA1 LILRA2 LILRB2 LILRB4 LNPEP LRFN4 LRP10 LRRC20 LST1 LTB4R LYSET M6PR MAGEF1 MALT1 MAP2K2 MAPK13 MAPKAPK2 MAZ MBNL1 MED8 MEIS1 METTL25B MFN2 MFSD1 MFSD13A MGST2 MICAL1 MLLT10 MPPE1 MR1 MRPL35 MSRB1 MVB12B MYO1F NAGA NAGPA NCF1 NDUFB8 NDUFC1 NDUFS7 NINJ2 NIPBL NKG7 NKIRAS2 NLRP3 NRGN NSFL1C NUP210 NUP50 NUP62 NXPE3 OAZ1 OCEL1 OGG1 OSBPL1A OSBPL8 P4HB PAGR1 PARL PBX3 PCNX1 PCYT1A PECAM1 PI4KB PILRA PIP4K2C PITPNA PKM PLA2G4A PLAUR PLD3 PLEC PLEKHB2 PLIN3 PLOD1 PLPBP PLXNB2 PLXNC1 PMM1 POLD4 POLH POLR2J PPIF PPP1R2 PPT1 PRKCD PRRG4 PSD4 PSEN1 PSMB8 PTAFR PTK2B PTMS PTPN22 PTPN9 PUDP PYCARD RAB29 RAB3D RAB4B RAB6A RAC2 RANGAP1 RANGRF RASSF2 RASSF4 RASSF7 RBKS RBM47 RECK RER1 RFC5 RFX2 RGS14 RIMS1 RMND5B RNASE2 RNASE2CP RNASE3 RNASE6 RNF167 RNF19B RNPEPL1 RPL22P22 RPS6KA1 RRBP1 RRP7A RSPH6A RXRA S100A4 S100A6 SAC3D1 SAFB2 SCPEP1 SDF4 SDHD SEC23B SEL1L3 SELPLG SEPHS2 SERF2 SFMBT1 SH3GLB2 SIPA1 SIRPA SIRPAP1 SIRPB1 SLA SLC15A2 SLC16A3 SLC17A5 SLC1A4 SLC22A18 SLC25A44 SLC27A3 SLC31A1 SLC36A1 SLC44A4 SLC52A2 SLC8B1 SLC9A6 SMCO4 SMIM10L1 SMPD1 SNRNP25 SNX10 SPG21 SPI1 SRGN SRRT STAMBP STS SYK SYNGR2 SZRD1 TADA3 TAF1B TASL TBCD TBL2 TDRD7 TFEB TGFA TGOLN2 THAP11 THBS4 THTPA TIGAR TIMM17B TK2 TMEM126B TMPO TNFAIP2 TNFRSF10B TNFSF13 TNPO3 TNS3 TOLLIP TOR1AIP1 TPP1 TRABD TRAF3IP3 TRAPPC10 TRAV13-2 TREX1 TRIM38 TRIM44 TRPM4 UGGT1 UNC119 UPB1 UPF1 UQCRC1 VPS37C YKT6 ZDHHC13 ZNF318 ZNF446 ZNF592 MULLIGHAN_NPM1_MUTATED_SIGNATURE_1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MULLIGHAN_NPM1_MUTATED_SIGNATURE_1_DN ABCD1 ACLY ACSL4 ADAR APRT ARID3B ARL4C ATP10A ATP9A BCAT1 BTN2A2 CAMKK2 CAPN3 CARM1 CD200 CD34 CD7 CHST7 CLXN COPS5 CS DENND3 DGKD DSC1 DUSP5 EEF1D EHD1 EIF3D EIF3F EIF6 ELOC EMC1 EPHB2 EPHX2 ESYT1 FAM171A1 FCAR FHL1 FLAD1 FOXO3 FXYD5 GAD1 GDI2 GJB3 GNAQ GPI GPM6B GPR6 GRHPR HEG1 HOXC4 HPCAL1 HSPB1 INSL3 KCNQ1 LAMP5 LAX1 LDLR LPAR6 LRP4 LRRN2 LTBP4 MAP4K1 MEF2A MLNR MOB1A MPHOSPH6 NBL1 NFYC NHERF1 OAZ3 PCSK6 PDE2A PDE4D PDX1 PES1 PHB2 PI4K2A PLCB4 PLEKHG3 PLEKHO1 PMAIP1 POU6F1 PPM1F PPP1R16B PRAME PRKAR1AP1 PSG6 PSMA6 PYGB QARS1 RAB11A RAB4A RARA RASSF1 RERE RETN RETREG1 RNF130 RPL28 RRP9 RUNX1T1 SCRN1 SERPINF1 SNRK SPTAN1 ST14 SUN2 SURF1 SVIL TCF7 TERF2 TMEM243 TMPRSS2 TNFRSF25 TPPP3 TRPM4 TTC21B TUFM UBE2L3 UXT WHRN XPNPEP1 XRCC6 ZNF135 MULLIGHAN_NPM1_MUTATED_SIGNATURE_1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MULLIGHAN_NPM1_MUTATED_SIGNATURE_1_UP ACO1 ACSM3 ADAM12 ADCY7 AGBL5 AHI1 AK2 ALK ALX1 ANKRD42-DT AP5Z1 APTX AQP3 ARFIP1 ARIH2 ARL6IP4 ASRGL1 ATF5 ATM ATRX B4GALT4 BEX3 BMPR1A CA12 CA7 CACNA1I CACNA2D1 CAPRIN2 CARD9 CAT CAVIN2 CCDC15 CCDC28A CCL23 CD47 CD84 CDK2 CDK5R1 CENPI CEP135 CETN1 CFLAR CHGB CHMP2B CHRM5 CHST5 CLN8 CNOT4 CNR1 COL4A5 COMMD4 CREG1 CRP CSTF1 CTBP2 CTH CYB5RL CYP2C18 DCK DCUN1D4 DHFR DLC1 DOCK9 DST DZIP3 EDDM3A EGFL6 EMC9 EML2 EPHA1 ERG28 ETFDH EXOSC4 EXOSC7 FADS1 FAM131A FBXO28 FEM1B FKBP1B FRY GABBR2 GHITM GK GNRHR GOT1 GP5 GP6 GPR135 GPR137B GPR21 GTSE1 GUCA1B H3C10 H4C3 HFE HMGB1 HMGN5 HNRNPA1P37 HOXA10 HOXA2 HOXA3 HOXA4 HOXA5 HOXA6 HOXA7 HOXA9 HOXB2 HOXB3 HOXB5 HOXB6 HOXB9 HSD17B4 HSP90AA1 HTRA1 HUS1 IDE IL15 INSIG1 IP6K1 IQCE ITGAX KIF22 KIF3A KPNA4 KRT10 KYNU LEPROT LGR4 LHFPL6 LIMS1 LINC02637 LUZP4 MACIR MAGEA9 MAN2A2 MAP3K5 MAP3K7 MAPK10 MBNL2 MCHR1 MEIS1 METAP2 METTL7A MFAP3 MPHOSPH8 MRE11 MSH3 MTCL1 MTX2 MYBPC3 MYO1C NCAM2 NEK7 NFATC1 NFE2 NFE2L2 NIPBL NUP43 OGFOD3 OR7E111P ORC6 OSTF1 PAK1IP1 PBX3 PCDHGC3 PDCD1 PDE3A PDS5B PI4KB PKN2 PKNOX1 PLCB3 PLPPR3 PLSCR2 POLR1G POLR2C POU3F1 PPARGC1A PPP1R8 PTCH1 PTPN11 PTPN4 PURA RAB38 RAD1 RAD50 RAD51 RAP2A RAPSN RASSF7 RBM25 RBM5 RER1 RGSL1 RSRC1 RTL8C RTN2 RWDD1 RYBP SC5D SCGB1D1 SCHIP1 SDS SEL1L3 SELENOP SERINC3 SH3BP2 SH3GL1 SIX6 SLC39A1 SLC46A3 SLIT3 SMC4 SNX10 SOX13 SP3 SPDL1 SPG7 SPINK2 SSX2 SSX2IP SSX4 ST3GAL2 TANK TBC1D17 TCEAL9 TCP10L3 TECTA TFDP2 TGS1 TJP2 TM2D3 TMCO1 TMEM14A TNC TNNI3K TNS3 TOP1 TRAF3IP3 TRAF6 TRAPPC3 TRIM38 TRPM8 TST TVP23B TXNIP UBE2K UBR2 UGGT1 UGT2B15 UNKL VCP VOPP1 WNK1 WNT5A WRAP73 WWP1 XPC ZBED4 ZFR2 ZMYM2 ZNF322 ZNF768 ZNF780B MULLIGHAN_NPM1_MUTATED_SIGNATURE_2_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MULLIGHAN_NPM1_MUTATED_SIGNATURE_2_DN ABCG1 ACLY ADAR ALDOA ARID3B ARL4C BTN2A2 C15orf39 CARM1 CD34 CD7 CHST7 CLXN DGKD DSC1 EEF1D EHD1 EIF3D EIF3F EIF4B EIF6 ELAVL1 ELOC FAM162A FHL1 FXYD5 GAS6 GDI2 GPI GPR6 GRHPR GUCY1B1 HOXC4 KCNQ1 LAMP5 LAX1 LDHA LDLR LPAR6 LRP4 LRRN2 LTBP4 MAP4K1 MEF2A MLNR MMP15 MOB1A MRC1 NBL1 NHERF1 OAZ3 PES1 PHB2 PPM1F PPP1R16B PSG6 QARS1 RAB4A RARA RERE RETREG1 RPL28 RRP9 SERPINF1 SORBS3 STK10 SURF1 SYNJ2 TCF7 TMPRSS2 TUFM UBE2L3 UTP11 UXT WDR1 XRCC6 MULLIGHAN_NPM1_MUTATED_SIGNATURE_2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MULLIGHAN_NPM1_MUTATED_SIGNATURE_2_UP ACO1 ACP2 AHI1 AKAP12 ALK AMN AP5Z1 ARIH2 ASRGL1 B4GALT4 BMPR1A CACNA1I CACNA2D1 CAPRIN2 CARD9 CAT CDK5R1 CENPQ CEP135 CETN1 CFD COL4A5 COMMD4 CRP CSTF1 CTBP2 CTH CYB5RL DCK DHFR DST DZIP3 EGFL6 EMC9 EML2 GK GNRHR GP5 GPR137B HFE HMGN5 HNRNPH3 HOXA10 HOXA5 HOXA6 HOXA7 HOXA9 HOXB2 HOXB3 HOXB6 HSD17B4 HSP90AA1 IQCE KPNA4 KYNU LGR4 LHFPL6 LIMS1 LINC02637 LUZP4 MACIR MAN2A2 MAP2K4 MAP6D1 MBNL2 MCHR1 MEIS1 METAP2 METTL7A MLLT10 MSH3 MTX2 MYO1C NCAM2 NEK7 NFE2L2 NIPBL OGFOD3 ORC6 PAIP1 PAK1IP1 PBX3 PDE3A PDS5B PKN2 PKNOX1 PLCB3 PLPPR3 PPARGC1A PPP1R26 PRKAB1 RAB38 RAD1 RAD51 RBM5 RCE1 RER1 RESF1 RGSL1 RSRC1 RTL8C RYBP SH3GL1 SLC39A1 SMC4 SOX13 SPDL1 SPG7 SSX2IP SSX4 STAG2 SUN1 TANK TBC1D17 TFDP2 TLK1 TRPM8 TST TVP23B TXNIP UBE2K UGGT1 WRAP73 WWP1 ZFAND6 ZFR2 ZMYM2 ZNF768 ZXDC MULLIGHAN_NPM1_SIGNATURE_3_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MULLIGHAN_NPM1_SIGNATURE_3_DN ABCD1 ABCG1 ABCG5 ACLY ACSL4 ADAR AQP4 ARID3B ARL4C ATP10A ATP9A BCAT1 BTN2A2 CAMKK2 CAPN3 CARM1 CD200 CD34 CD7 CERS2 CHST7 CLXN CNN2 COL14A1 COPS5 CS CSNK2A2 DDO DEFA4 DENND3 DGKD DRG1 DSC1 DUSP5 EEF1D EHD1 EIF3D EIF3F EIF6 ELOC EMC1 EPHB2 EPHX2 ESYT1 FAM171A1 FCER2 FGFR1 FHL1 FHOD3 FLAD1 FOXO3 FXYD5 GAD1 GDI2 GJB3 GNAQ GPI GPM6B GPR6 GRHPR GUCY1B1 HEG1 HGF HLA-DQA1 HOOK2 HOXC4 HPCAL1 HSPB1 HSPG2 IFITM1 INSL3 ITGA5 KATNB1 KCNQ1 LAMP5 LAX1 LDHA LDLR LPAR6 LRP4 LRRN2 LTBP4 MAP4K1 MEF2A MLNR MOB1A MPHOSPH6 MRC1 MYH11 NBL1 NFYC NHERF1 NIT2 NPR3 OAZ3 PABPC4 PCSK6 PDE2A PDE4B PDE4D PDX1 PES1 PHB2 PI4K2A PLCB4 PLCG1 PLEKHG3 PLEKHO1 PMAIP1 POU6F1 PPM1F PPP1R16B PRAME PRKAR1AP1 PSG6 PSMA6 PYGB QARS1 RAB11A RAB4A RARA RERE RETN RETREG1 RNF130 RNFT2 RPL28 RPL4 RRP9 RUNX1T1 RYR1 SCRN1 SERPINF1 SIPA1L1 SLC9A2 SNRK SOCS3 SPTAN1 SPTBN2 ST14 SUN2 SVIL TCF7 TERF2 TGFBR2 TMEM243 TMPRSS2 TNFRSF25 TPPP3 TRPM4 TSPAN7 TTC21B TUFM UBE2L3 UTP11 UXT VAMP5 WHRN XPNPEP1 ZNF135 ZNF467 MULLIGHAN_NPM1_SIGNATURE_3_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MULLIGHAN_NPM1_SIGNATURE_3_UP AAK1 ABHD2 ACO1 ACP2 ADAM12 ADCY7 AGBL5 AHI1 AK2 ALK ALX1 ANKRD42-DT AP3S2 AP5Z1 APTX AQP3 ARFIP1 ARHGAP11A ARHGEF11 ARHGEF40 ARIH2 ARL6IP4 ASRGL1 ATF5 ATM ATRX B4GALT4 BAX BEX3 BMPR1A CA12 CA7 CACNA1I CACNA2D1 CAPRIN2 CARD9 CAT CAVIN2 CCDC15 CCDC28A CCL23 CD84 CDK2 CDK5R1 CELF1 CENPI CEP104 CEP135 CETN1 CFLAR CHGB CHMP2B CHRM5 CHST5 CLN8 CNOT4 CNR1 COL1A2 COL4A5 COMMD4 CPVL CREG1 CRP CSTF1 CTBP2 CTH CYB5RL DCK DCUN1D4 DDR1-DT DGKG DHFR DLEU2 DNAJB2 DOCK9 DPEP2 DST DZIP3 EDDM3A EGFL6 EMC9 EML2 EPHA1 ERG28 ERP44 ETFDH EXOSC4 EXOSC7 FADS1 FAM131A FANCA FBXO28 FBXO42 FEM1B FGL1 FKBP1B FRY GABBR2 GHITM GK GLUD2 GNA12 GNRHR GOT1 GP5 GP6 GPR135 GPR137B GPR21 GTSE1 GUCA1B H3C10 H4C3 HFE HMGB1 HMGN5 HNRNPA1P37 HNRNPH3 HOMER3 HOXA10 HOXA2 HOXA3 HOXA4 HOXA5 HOXA6 HOXA7 HOXA9 HOXB2 HOXB3 HOXB5 HOXB6 HOXB9 HSD17B4 HSP90AA1 HTRA1 HUS1 IDE IGF2BP2 IL15 INSIG1 IP6K1 IQCE ITGAX KCNS3 KIF22 KIF3A KMT5B KPNA4 KRT10 KYNU LAMA2 LEPROT LGR4 LHFPL6 LIMS1 LINC02637 LUZP4 MACIR MAFG MAGEA9 MAN2A2 MAP3K5 MAP3K7 MAPK10 MBNL2 MCHR1 MEIS1 METAP2 METTL7A MFAP3 MLLT10 MPHOSPH8 MRE11 MSH3 MTCL1 MTX2 MYBPC3 MYO1C NCAM2 NCOA3 NDUFB8 NEIL3 NEK7 NFATC1 NFATC2IP NFE2 NFE2L2 NIPA2 NIPBL NUP43 OGFOD3 ORC6 OSTF1 PABPC1P3 PAK1IP1 PBX3 PCDHGC3 PDCD1 PDE3A PDGFD PDLIM5 PDS5B PI4KB PIAS3 PIN4 PINK1 PIP4K2C PKN2 PKNOX1 PLA2G4A PLCB3 PLOD1 PLPPR3 PLSCR2 POLR1G POLR2C POU3F1 PPARGC1A PPP1R26 PPP1R3A PPP1R8 PRKAB1 PRLH PRPS1 PTPN11 PTPN4 PURA RAB38 RAD1 RAD50 RAD51 RAPSN RASSF7 RBKS RBM25 RBM5 RER1 RESF1 RGSL1 RNASE2 RSRC1 RSRP1 RTL8C RTN2 RWDD1 RYBP SC5D SCGB1D1 SCHIP1 SDS SEL1L3 SELENOP SEMA5A SEPTIN8 SERINC3 SGCB SH3BP2 SH3GL1 SH3GLB2 SIX6 SLC15A2 SLC31A1 SLC39A1 SLC46A3 SLCO3A1 SLIT3 SMARCD3 SMC4 SNX10 SON SOX13 SP3 SPDL1 SPG7 SPINK2 SRGN SSX2 SSX2IP SSX4 ST3GAL2 ST3GAL4 STAG2 STX6 TANK TBC1D17 TCEAL9 TCP10L3 TFDP2 TGS1 TIMM17A TIMM23 TJP2 TLK1 TM2D3 TMCO1 TMEM14A TMPO TNC TNS3 TOP1 TOP3A TRAF3IP3 TRAF6 TRAPPC3 TRIM31 TRIM38 TRPM8 TST TVP23B TXNIP UBE2K UBR2 UGGT1 UGT2B15 UNKL VCP VOPP1 WNK1 WNT5A WRAP73 WWP1 XPC YME1L1 YWHAB ZBED4 ZBTB43 ZFR2 ZMYM2 ZMYM5 ZNF213-AS1 ZNF322 ZNF768 ZNF780B ZXDC MUNSHI_MULTIPLE_MYELOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MUNSHI_MULTIPLE_MYELOMA_DN CNOT2 DKC1 HSF1 KIR2DL4 NPRL2 RAD51 SKIL SMARCA4 UCHL1 VAMP5 MUNSHI_MULTIPLE_MYELOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MUNSHI_MULTIPLE_MYELOMA_UP ABCC3 ACVRL1 ANGPT1 ANXA2 AXL CALM2 CALR CANX CD63 CD68 CFLAR CNNM2 COL11A2 CSF1 CSF2 CXCR4 CYB561D2 DAD1 DBI DDX18 EEF1A1 EIF4G2 EPOR FGFR3 FKBP2 FLT3LG FOS FOXK2 FZR1 GSTM4 HAX1 HCLS1 HSP90B1 HSPA5 HSPE1 IFITM1 ISG20 JUN JUND KATNB1 KPNA4 KRT8 LDHB LIFR LY96 MCL1 MSI1 NACA NFKBIA PAK3 PIM2 PSMA2 PSMB1 PSME2 RAN RELB RHOD S100A4 SSR4 TERT TGFB3 TMC6 TNFRSF17 TRIM32 UBB UBC UBE2L3 UQCR11 USF2 USP22 USP9X VAV2 WT1-AS XBP1 XRCC5 ZC3H12D ZNF91 MURAKAMI_UV_RESPONSE_1HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MURAKAMI_UV_RESPONSE_1HR_DN ACAN CYTH2 EGR1 IL6 ITGB7 NINJ1 ROCK1 SMO TNR VTN MURAKAMI_UV_RESPONSE_1HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MURAKAMI_UV_RESPONSE_1HR_UP CASP10 CD9 DAPK1 DSG1 KRT1 KRT10 KRT13 KRT14 MAP3K14 MMP17 NME1 NME2 PTPRF RPSA SEPTIN7 MURAKAMI_UV_RESPONSE_24HR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MURAKAMI_UV_RESPONSE_24HR DSG1 DSP DVL1 EDN2 EGR1 IFI6 IL13 IL6 ITGB7 KRT1 KRT10 KRT14 MAP3K14 NOTCH4 RARG RFC2 SMO TGFB1 TRAIP VTN MURAKAMI_UV_RESPONSE_6HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MURAKAMI_UV_RESPONSE_6HR_DN ACAN CDK5 DSC2 EDN2 EGR1 IFI6 IL13 IL6 ITGB7 KRT10 KRT13 KRT14 MAP3K14 NINJ1 NOTCH4 RARG RFC2 SMO TGFB1 TGFB2 VTN MURAKAMI_UV_RESPONSE_6HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MURAKAMI_UV_RESPONSE_6HR_UP ARHGDIA CASP10 CASP4 CASP6 CD9 CDC37 CDKN1A CYTH2 DAPK1 DSG1 DSP ERCC1 EVPL GADD45A HOXD3 KRT1 MAPK6 MCL1 NME1 NME2 PGF PLAT PRODH PTPRF RAC1 RND3 SEPTIN2 SEPTIN7 TIMP1 TNFRSF10A TRAF3 TRAIP TRIP6 XRCC1 MURATA_VIRULENCE_OF_H_PILORI https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MURATA_VIRULENCE_OF_H_PILORI AIM2 BCL6 CCND2 CDKN1A CDX1 CEACAM6 CILK1 COL6A1 COL6A2 CRISP3 CTTN DPP4 FUT6 GAS6 IL11 L1CAM MMP1 MMP13 MUC1 MVP S100A9 SOD2 MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_1 GATA1 SSX1 SSX2 SSX4 TFE3 WAS MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_12 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_12 ASPSCR1 BRCA1 CLTC ERBB2 ETV4 LASP1 MLLT6 NF1 RNF213 SUZ12 TAF15 MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_13 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_13 FOXO4 GPC3 MTCP1 NONO SEPTIN6 TMEM185A MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_15 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_15 CCND3 DEK FANCE H4C9 HMGA1 HSP90AB1 IRF4 PIM1 SRSF3 TFEB MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_16 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_16 COX6C EXT1 MYC NBN NCOA2 PLAG1 RECQL4 RUNX1T1 TCEA1 MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_17 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_17 ABL2 ARNT BCL9 CDC73 FCGR2B FCRL4 FH HSP90AA1 MLLT11 MUC1 NTRK1 PAX7 PBX1 PRCC PRRX1 SDHC TPM3 TPR TSC22D3 MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_18 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_18 BCL2 KDSR MALT1 SMAD4 SS18 MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_2 CCND2 ERC1 ETV6 KRAS ZNF384 MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_21 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_21 ATF1 CDK4 DDIT3 HMGA2 HOXC11 HOXC13 MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_22 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_22 BCR CLTCL1 EP300 EWSR1 MN1 MRTFA MYH9 NF2 PATZ1 PDGFB SEPTIN5 MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_23 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_23 ARHGEF12 ATM BIRC3 CBL CCND1 CLP1 DDX10 DDX6 FLI1 KMT2A MAML2 MEN1 NUMA1 PAFAH1B2 PCSK7 PICALM POU2AF1 SDHD ZBTB16 MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_24 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_24 ARNT BCL9 CDC73 FCGR2B FCRL4 HSP90AA1 MLLT11 MUC1 NTRK1 PBX1 PRCC PRRX1 SDHC TPM3 MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_25 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_25 ATIC CHN1 ERCC3 FEV HOXD11 HOXD13 PAX3 PMS1 TTL MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_27 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_27 ACSL6 APC ARHGAP26 FLT4 LIFR NPM1 NSD1 PDGFRB RANBP17 TLX3 MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_29 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_29 EGFR ETV1 HOXA11 HOXA13 HOXA9 IKZF1 JAZF1 PMS2 MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_30 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_30 BCL7A BTG1 HNF1A NACA PTPN11 MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_5 ASPSCR1 BCL6 HLF MSI2 PRKAR1A RNF213 MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_6 FLCN MAP2K4 PER1 RABEP1 SPECC1 TP53 MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_7 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_7 BCL6 EIF4A2 LPP MECOM PIK3CA RPL22 TFRC MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_8 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_8 ABL1 CNTRL FANCC FNBP1 NR4A3 NUP214 PTCH1 SET SYK TAL2 TSC1 XPA MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_9 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_9 COX6C FGFR1 KAT6A NSD3 PCM1 PLAG1 TCEA1 WRN NABA_BASEMENT_MEMBRANES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NABA_BASEMENT_MEMBRANES AGRN COL15A1 COL18A1 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 COL6A1 COL6A2 COL6A3 COL6A5 COL6A6 COLQ HMCN1 HSPG2 LAMA1 LAMA2 LAMA3 LAMA4 LAMA5 LAMB1 LAMB2 LAMB3 LAMB4 LAMC1 LAMC2 LAMC3 NID1 NID2 NPNT NTN1 NTN3 NTN4 NTN5 NTNG1 NTNG2 PAPLN USH2A NABA_COLLAGENS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NABA_COLLAGENS COL10A1 COL11A1 COL11A2 COL12A1 COL13A1 COL14A1 COL15A1 COL16A1 COL17A1 COL18A1 COL19A1 COL1A1 COL1A2 COL20A1 COL21A1 COL22A1 COL23A1 COL24A1 COL25A1 COL26A1 COL27A1 COL28A1 COL2A1 COL3A1 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 COL5A1 COL5A2 COL5A3 COL6A1 COL6A2 COL6A3 COL6A5 COL6A6 COL7A1 COL8A1 COL8A2 COL9A1 COL9A2 COL9A3 NABA_CORE_MATRISOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NABA_CORE_MATRISOME ABI3BP ACAN ADIPOQ AEBP1 AGRN AMBN AMELX AMELY ANOS1 ASPN BCAN BGLAP BGN BMPER BSPH1 CCN1 CCN2 CCN3 CCN4 CCN5 CCN6 CDCP2 CHAD CHADL CILP CILP2 COCH COL10A1 COL11A1 COL11A2 COL12A1 COL13A1 COL14A1 COL15A1 COL16A1 COL17A1 COL18A1 COL19A1 COL1A1 COL1A2 COL20A1 COL21A1 COL22A1 COL23A1 COL24A1 COL25A1 COL26A1 COL27A1 COL28A1 COL2A1 COL3A1 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 COL5A1 COL5A2 COL5A3 COL6A1 COL6A2 COL6A3 COL6A5 COL6A6 COL7A1 COL8A1 COL8A2 COL9A1 COL9A2 COL9A3 COLQ COMP CRELD1 CRELD2 CRIM1 CRISPLD1 CRISPLD2 CTHRC1 DCN DMBT1 DMP1 DPT DSPP ECM1 ECM2 EDIL3 EFEMP1 EFEMP2 EGFLAM ELN ELSPBP1 EMID1 EMILIN1 EMILIN2 EMILIN3 EPYC ESM1 EYS FBLN1 FBLN2 FBLN5 FBLN7 FBN1 FBN2 FBN3 FGA FGB FGG FGL1 FGL2 FMOD FN1 FNDC1 FNDC7 FNDC8 FRAS1 GAS6 GLDN HAPLN1 HAPLN2 HAPLN3 HAPLN4 HMCN1 HMCN2 HSPG2 IBSP IGFALS IGFBP1 IGFBP2 IGFBP3 IGFBP4 IGFBP5 IGFBP6 IGFBP7 IGFBPL1 IGSF10 IMPG1 IMPG2 INTS14 INTS6L KCP KERA LAMA1 LAMA2 LAMA3 LAMA4 LAMA5 LAMB1 LAMB2 LAMB3 LAMB4 LAMC1 LAMC2 LAMC3 LGI1 LGI2 LGI3 LGI4 LRG1 LTBP1 LTBP2 LTBP3 LTBP4 LUM MATN1 MATN2 MATN3 MATN4 MEPE MFAP1 MFAP2 MFAP3 MFAP4 MFAP5 MFGE8 MGP MMRN1 MMRN2 MXRA5 NCAN NDNF NELL1 NELL2 NID1 NID2 NPNT NTN1 NTN3 NTN4 NTN5 NTNG1 NTNG2 NYX OGN OIT3 OMD OPTC OTOG OTOL1 PAPLN PCOLCE PCOLCE2 PODN PODNL1 POMZP3 POSTN PRELP PRG2 PRG3 PRG4 PXDN PXDNL RELN RSPO1 RSPO2 RSPO3 RSPO4 SBSPON SLIT1 SLIT2 SLIT3 SMOC1 SMOC2 SNED1 SPARC SPARCL1 SPOCK1 SPOCK2 SPOCK3 SPON1 SPON2 SPP1 SRGN SRPX SRPX2 SSPOP SVEP1 TECTA TECTB TGFBI THBS1 THBS2 THBS3 THBS4 THSD4 TINAG TINAGL1 TNC TNFAIP6 TNN TNR TNXB TSKU TSPEAR USH2A VCAN VIT VTN VWA1 VWA2 VWA3A VWA3B VWA5A VWA5B1 VWA5B2 VWA7 VWCE VWDE VWF ZP1 ZP2 ZP3 ZP4 ZPLD1 NABA_ECM_AFFILIATED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NABA_ECM_AFFILIATED ANXA1 ANXA10 ANXA11 ANXA13 ANXA2 ANXA3 ANXA4 ANXA5 ANXA6 ANXA7 ANXA8 ANXA8L1 ANXA9 C1QA C1QB C1QC C1QL1 C1QL2 C1QL3 C1QL4 C1QTNF1 C1QTNF2 C1QTNF3 C1QTNF4 C1QTNF5 C1QTNF6 C1QTNF7 C1QTNF8 C1QTNF9 CD209 CLC CLEC10A CLEC11A CLEC12A CLEC12B CLEC14A CLEC17A CLEC18A CLEC18B CLEC18C CLEC19A CLEC1A CLEC1B CLEC2A CLEC2B CLEC2D CLEC2L CLEC3A CLEC3B CLEC4A CLEC4C CLEC4D CLEC4E CLEC4F CLEC4G CLEC4M CLEC5A CLEC6A CLEC7A CLEC9A COLEC10 COLEC11 COLEC12 CSPG4 CSPG5 ELFN1 ELFN2 EMCN FCN1 FCN2 FCN3 FREM1 FREM2 FREM3 GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 GREM1 GRIFIN HPX ITLN1 ITLN2 LGALS1 LGALS12 LGALS13 LGALS14 LGALS16 LGALS2 LGALS3 LGALS4 LGALS7 LGALS8 LGALS9 LGALS9B LGALS9C LGALSL LMAN1 LMAN1L MBL2 MUC1 MUC12 MUC13 MUC15 MUC16 MUC17 MUC19 MUC2 MUC20 MUC21 MUC22 MUC3A MUC4 MUC5AC MUC5B MUC6 MUC7 MUCL1 OPRPN OVGP1 PARM1 PLXDC1 PLXDC2 PLXNA1 PLXNA2 PLXNA3 PLXNA4 PLXNB1 PLXNB2 PLXNB3 PLXNC1 PLXND1 REG1A REG1B REG3A REG3G REG4 SDC1 SDC2 SDC3 SDC4 SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SFTA2 SFTA3 SFTPA1 SFTPA2 SFTPB SFTPC SFTPD NABA_ECM_GLYCOPROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NABA_ECM_GLYCOPROTEINS ABI3BP ADIPOQ AEBP1 AGRN AMBN AMELX AMELY ANOS1 BGLAP BMPER BSPH1 CCN1 CCN2 CCN3 CCN4 CCN5 CCN6 CDCP2 CILP CILP2 COCH COLQ COMP CRELD1 CRELD2 CRIM1 CRISPLD1 CRISPLD2 CTHRC1 DMBT1 DMP1 DPT DSPP ECM1 ECM2 EDIL3 EFEMP1 EFEMP2 EGFLAM ELN ELSPBP1 EMID1 EMILIN1 EMILIN2 EMILIN3 EYS FBLN1 FBLN2 FBLN5 FBLN7 FBN1 FBN2 FBN3 FGA FGB FGG FGL1 FGL2 FN1 FNDC1 FNDC7 FNDC8 FRAS1 GAS6 GLDN HMCN1 HMCN2 IBSP IGFALS IGFBP1 IGFBP2 IGFBP3 IGFBP4 IGFBP5 IGFBP6 IGFBP7 IGFBPL1 IGSF10 INTS14 INTS6L KCP LAMA1 LAMA2 LAMA3 LAMA4 LAMA5 LAMB1 LAMB2 LAMB3 LAMB4 LAMC1 LAMC2 LAMC3 LGI1 LGI2 LGI3 LGI4 LRG1 LTBP1 LTBP2 LTBP3 LTBP4 MATN1 MATN2 MATN3 MATN4 MEPE MFAP1 MFAP2 MFAP3 MFAP4 MFAP5 MFGE8 MGP MMRN1 MMRN2 MXRA5 NDNF NELL1 NELL2 NID1 NID2 NPNT NTN1 NTN3 NTN4 NTN5 NTNG1 NTNG2 OIT3 OTOG OTOL1 PAPLN PCOLCE PCOLCE2 POMZP3 POSTN PXDN PXDNL RELN RSPO1 RSPO2 RSPO3 RSPO4 SBSPON SLIT1 SLIT2 SLIT3 SMOC1 SMOC2 SNED1 SPARC SPARCL1 SPON1 SPON2 SPP1 SRPX SRPX2 SSPOP SVEP1 TECTA TECTB TGFBI THBS1 THBS2 THBS3 THBS4 THSD4 TINAG TINAGL1 TNC TNFAIP6 TNN TNR TNXB TSKU TSPEAR USH2A VIT VTN VWA1 VWA2 VWA3A VWA3B VWA5A VWA5B1 VWA5B2 VWA7 VWCE VWDE VWF ZP1 ZP2 ZP3 ZP4 ZPLD1 NABA_ECM_REGULATORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NABA_ECM_REGULATORS A2M A2ML1 ADAM10 ADAM11 ADAM12 ADAM15 ADAM17 ADAM18 ADAM19 ADAM2 ADAM20 ADAM21 ADAM22 ADAM23 ADAM28 ADAM29 ADAM30 ADAM32 ADAM33 ADAM7 ADAM8 ADAM9 ADAMDEC1 ADAMTS1 ADAMTS10 ADAMTS12 ADAMTS13 ADAMTS14 ADAMTS15 ADAMTS16 ADAMTS17 ADAMTS18 ADAMTS19 ADAMTS2 ADAMTS20 ADAMTS3 ADAMTS4 ADAMTS5 ADAMTS6 ADAMTS7 ADAMTS8 ADAMTS9 ADAMTSL1 ADAMTSL2 ADAMTSL3 ADAMTSL4 ADAMTSL5 AGT AMBP ASTL BMP1 C17orf58 CD109 CELA1 CELA2A CELA2B CELA3A CELA3B CPAMD8 CPN2 CST1 CST11 CST2 CST3 CST4 CST5 CST6 CST7 CST8 CST9 CST9L CSTA CSTB CSTL1 CTSA CTSB CTSC CTSD CTSE CTSF CTSG CTSH CTSK CTSL CTSO CTSS CTSV CTSW CTSZ EGLN1 EGLN2 EGLN3 ELANE F10 F12 F13A1 F13B F2 F7 F9 FAM20A FAM20B FAM20C HABP2 HMSD HPSE HPSE2 HRG HTRA1 HTRA3 HTRA4 HYAL1 HYAL2 HYAL3 HYAL4 ITIH1 ITIH2 ITIH3 ITIH4 ITIH5 ITIH6 KAZALD1 KNG1 KY LOX LOXL1 LOXL2 LOXL3 LOXL4 LPA MASP1 MASP2 MEP1A MEP1B MMP1 MMP10 MMP11 MMP12 MMP13 MMP14 MMP15 MMP16 MMP17 MMP19 MMP2 MMP20 MMP21 MMP23B MMP24 MMP25 MMP26 MMP27 MMP28 MMP3 MMP7 MMP8 MMP9 NGLY1 OGFOD1 OGFOD2 P3H1 P3H2 P3H3 P4HA1 P4HA2 P4HA3 P4HTM PAMR1 PAPPA PAPPA2 PCSK5 PCSK6 PI3 PLAT PLAU PLG PLOD1 PLOD2 PLOD3 PRSS1 PRSS12 PRSS2 PRSS3 PZP SERPINA1 SERPINA10 SERPINA11 SERPINA12 SERPINA2 SERPINA3 SERPINA4 SERPINA5 SERPINA6 SERPINA7 SERPINA9 SERPINB1 SERPINB10 SERPINB11 SERPINB12 SERPINB13 SERPINB2 SERPINB3 SERPINB4 SERPINB5 SERPINB6 SERPINB7 SERPINB8 SERPINB9 SERPINC1 SERPIND1 SERPINE1 SERPINE2 SERPINE3 SERPINF1 SERPINF2 SERPING1 SERPINH1 SERPINI1 SERPINI2 SLPI SPAM1 ST14 SULF1 SULF2 TGM1 TGM2 TGM3 TGM4 TGM5 TGM6 TGM7 TIMP1 TIMP2 TIMP3 TIMP4 TLL1 TLL2 TMPRSS15 NABA_MATRISOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NABA_MATRISOME A2M A2ML1 ABI3BP ACAN ADAM10 ADAM11 ADAM12 ADAM15 ADAM17 ADAM18 ADAM19 ADAM2 ADAM20 ADAM21 ADAM22 ADAM23 ADAM28 ADAM29 ADAM30 ADAM32 ADAM33 ADAM7 ADAM8 ADAM9 ADAMDEC1 ADAMTS1 ADAMTS10 ADAMTS12 ADAMTS13 ADAMTS14 ADAMTS15 ADAMTS16 ADAMTS17 ADAMTS18 ADAMTS19 ADAMTS2 ADAMTS20 ADAMTS3 ADAMTS4 ADAMTS5 ADAMTS6 ADAMTS7 ADAMTS8 ADAMTS9 ADAMTSL1 ADAMTSL2 ADAMTSL3 ADAMTSL4 ADAMTSL5 ADIPOQ AEBP1 AGRN AGT AMBN AMBP AMELX AMELY AMH ANGPT1 ANGPT2 ANGPT4 ANGPTL1 ANGPTL2 ANGPTL3 ANGPTL4 ANGPTL5 ANGPTL6 ANGPTL7 ANOS1 ANXA1 ANXA10 ANXA11 ANXA13 ANXA2 ANXA3 ANXA4 ANXA5 ANXA6 ANXA7 ANXA8 ANXA8L1 ANXA9 AREG ARTN ASPN ASTL BCAN BDNF BGLAP BGN BMP1 BMP10 BMP15 BMP2 BMP3 BMP4 BMP5 BMP6 BMP7 BMP8A BMP8B BMPER BRINP2 BRINP3 BSPH1 BTC C17orf58 C1QA C1QB C1QC C1QL1 C1QL2 C1QL3 C1QL4 C1QTNF1 C1QTNF2 C1QTNF3 C1QTNF4 C1QTNF5 C1QTNF6 C1QTNF7 C1QTNF8 C1QTNF9 C1QTNF9B CBLN1 CBLN2 CBLN3 CBLN4 CCBE1 CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL27 CCL28 CCL3 CCL3L3 CCL4 CCL4L2 CCL5 CCL7 CCL8 CCN1 CCN2 CCN3 CCN4 CCN5 CCN6 CD109 CD209 CDCP2 CELA1 CELA2A CELA2B CELA3A CELA3B CFC1 CFC1B CHAD CHADL CHRD CHRDL1 CHRDL2 CILP CILP2 CLC CLCF1 CLEC10A CLEC11A CLEC12A CLEC12B CLEC14A CLEC17A CLEC18A CLEC18B CLEC18C CLEC19A CLEC1A CLEC1B CLEC2A CLEC2B CLEC2D CLEC2L CLEC3A CLEC3B CLEC4A CLEC4C CLEC4D CLEC4E CLEC4F CLEC4G CLEC4M CLEC5A CLEC6A CLEC7A CLEC9A CNTF COCH COL10A1 COL11A1 COL11A2 COL12A1 COL13A1 COL14A1 COL15A1 COL16A1 COL17A1 COL18A1 COL19A1 COL1A1 COL1A2 COL20A1 COL21A1 COL22A1 COL23A1 COL24A1 COL25A1 COL26A1 COL27A1 COL28A1 COL2A1 COL3A1 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 COL5A1 COL5A2 COL5A3 COL6A1 COL6A2 COL6A3 COL6A5 COL6A6 COL7A1 COL8A1 COL8A2 COL9A1 COL9A2 COL9A3 COLEC10 COLEC11 COLEC12 COLQ COMP CPAMD8 CPN2 CRELD1 CRELD2 CRHBP CRIM1 CRISPLD1 CRISPLD2 CRLF1 CRLF3 CRNN CSF1 CSF2 CSF3 CSH1 CSH2 CSHL1 CSPG4 CSPG5 CST1 CST11 CST2 CST3 CST4 CST5 CST6 CST7 CST8 CST9 CST9L CSTA CSTB CSTL1 CTF1 CTHRC1 CTSA CTSB CTSC CTSD CTSE CTSF CTSG CTSH CTSK CTSL CTSO CTSS CTSV CTSW CTSZ CX3CL1 CXCL1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL14 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 DCN DHH DMBT1 DMP1 DPT DSPP EBI3 ECM1 ECM2 EDA EDIL3 EFEMP1 EFEMP2 EGF EGFL6 EGFL7 EGFL8 EGFLAM EGLN1 EGLN2 EGLN3 ELANE ELFN1 ELFN2 ELN ELSPBP1 EMCN EMID1 EMILIN1 EMILIN2 EMILIN3 EPGN EPO EPYC EREG ESM1 EYS F10 F12 F13A1 F13B F2 F7 F9 FAM20A FAM20B FAM20C FASLG FBLN1 FBLN2 FBLN5 FBLN7 FBN1 FBN2 FBN3 FCN1 FCN2 FCN3 FGA FGB FGF1 FGF10 FGF11 FGF12 FGF13 FGF14 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFBP1 FGFBP2 FGFBP3 FGG FGL1 FGL2 FLG FLG2 FLT3LG FMOD FN1 FNDC1 FNDC7 FNDC8 FRAS1 FREM1 FREM2 FREM3 FRZB FST FSTL1 FSTL3 GAS6 GDF1 GDF10 GDF11 GDF15 GDF2 GDF3 GDF5 GDF6 GDF7 GDF9 GDNF GH1 GH2 GLDN GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 GREM1 GRIFIN HABP2 HAPLN1 HAPLN2 HAPLN3 HAPLN4 HBEGF HCFC1 HCFC2 HGF HGFAC HHIP HMCN1 HMCN2 HMSD HPSE HPSE2 HPX HRG HRNR HSPG2 HTRA1 HTRA3 HTRA4 HYAL1 HYAL2 HYAL3 HYAL4 IBSP IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IFNE IFNG IFNK IFNW1 IGF1 IGF2 IGFALS IGFBP1 IGFBP2 IGFBP3 IGFBP4 IGFBP5 IGFBP6 IGFBP7 IGFBPL1 IGSF10 IHH IL10 IL11 IL12A IL12B IL13 IL15 IL16 IL17A IL17B IL17C IL17D IL17F IL18 IL19 IL1A IL1B IL1F10 IL1RN IL2 IL20 IL22 IL23A IL24 IL25 IL26 IL3 IL34 IL36A IL36B IL36G IL36RN IL37 IL4 IL5 IL6 IL7 IL9 IMPG1 IMPG2 INHA INHBA INHBB INHBC INHBE INS INS-IGF2 INSL3 INSL5 INSL6 INTS14 INTS6L ISM1 ISM2 ITIH1 ITIH2 ITIH3 ITIH4 ITIH5 ITIH6 ITLN1 ITLN2 KAZALD1 KCP KERA KITLG KNG1 KY LAMA1 LAMA2 LAMA3 LAMA4 LAMA5 LAMB1 LAMB2 LAMB3 LAMB4 LAMC1 LAMC2 LAMC3 LEFTY1 LEFTY2 LEP LGALS1 LGALS12 LGALS13 LGALS14 LGALS16 LGALS2 LGALS3 LGALS4 LGALS7 LGALS8 LGALS9 LGALS9B LGALS9C LGALSL LGI1 LGI2 LGI3 LGI4 LIF LMAN1 LMAN1L LOX LOXL1 LOXL2 LOXL3 LOXL4 LPA LRG1 LTA LTB LTBP1 LTBP2 LTBP3 LTBP4 LUM MASP1 MASP2 MATN1 MATN2 MATN3 MATN4 MBL2 MDK MEGF10 MEGF11 MEGF6 MEGF8 MEGF9 MEP1A MEP1B MEPE MFAP1 MFAP2 MFAP3 MFAP4 MFAP5 MFGE8 MGP MMP1 MMP10 MMP11 MMP12 MMP13 MMP14 MMP15 MMP16 MMP17 MMP19 MMP2 MMP20 MMP21 MMP23B MMP24 MMP25 MMP26 MMP27 MMP28 MMP3 MMP7 MMP8 MMP9 MMRN1 MMRN2 MST1 MST1L MSTN MUC1 MUC12 MUC13 MUC15 MUC16 MUC17 MUC19 MUC2 MUC20 MUC21 MUC22 MUC3A MUC4 MUC5AC MUC5B MUC6 MUC7 MUCL1 MXRA5 NCAN NDNF NELL1 NELL2 NGF NGLY1 NID1 NID2 NODAL NPNT NRG1 NRG2 NRG3 NRG4 NRTN NTF3 NTF4 NTN1 NTN3 NTN4 NTN5 NTNG1 NTNG2 NYX OGFOD1 OGFOD2 OGN OIT3 OMD OPRPN OPTC OSM OTOG OTOL1 OVGP1 P3H1 P3H2 P3H3 P4HA1 P4HA2 P4HA3 P4HTM PAMR1 PAPLN PAPPA PAPPA2 PARM1 PCOLCE PCOLCE2 PCSK5 PCSK6 PDGFA PDGFB PDGFC PDGFD PF4 PF4V1 PGF PI3 PIK3IP1 PLAT PLAU PLG PLOD1 PLOD2 PLOD3 PLXDC1 PLXDC2 PLXNA1 PLXNA2 PLXNA3 PLXNA4 PLXNB1 PLXNB2 PLXNB3 PLXNC1 PLXND1 PODN PODNL1 POMZP3 POSTN PPBP PRELP PRG2 PRG3 PRG4 PRL PRSS1 PRSS12 PRSS2 PRSS3 PSPN PTN PXDN PXDNL PZP REG1A REG1B REG3A REG3G REG4 RELN RPTN RSPO1 RSPO2 RSPO3 RSPO4 S100A1 S100A10 S100A11 S100A12 S100A13 S100A14 S100A16 S100A2 S100A3 S100A4 S100A5 S100A6 S100A7 S100A7A S100A7L2 S100A8 S100A9 S100B S100G S100P S100Z SBSPON SCUBE1 SCUBE2 SCUBE3 SDC1 SDC2 SDC3 SDC4 SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SERPINA1 SERPINA10 SERPINA11 SERPINA12 SERPINA2 SERPINA3 SERPINA4 SERPINA5 SERPINA6 SERPINA7 SERPINA9 SERPINB1 SERPINB10 SERPINB11 SERPINB12 SERPINB13 SERPINB2 SERPINB3 SERPINB4 SERPINB5 SERPINB6 SERPINB7 SERPINB8 SERPINB9 SERPINC1 SERPIND1 SERPINE1 SERPINE2 SERPINE3 SERPINF1 SERPINF2 SERPING1 SERPINH1 SERPINI1 SERPINI2 SFRP1 SFRP2 SFRP4 SFRP5 SFTA2 SFTA3 SFTPA1 SFTPA2 SFTPB SFTPC SFTPD SHH SLIT1 SLIT2 SLIT3 SLPI SMOC1 SMOC2 SNED1 SPAM1 SPARC SPARCL1 SPOCK1 SPOCK2 SPOCK3 SPON1 SPON2 SPP1 SRGN SRPX SRPX2 SSPOP ST14 SULF1 SULF2 SVEP1 TCHH TCHHL1 TDGF1 TECTA TECTB TGFA TGFB1 TGFB2 TGFB3 TGFBI TGM1 TGM2 TGM3 TGM4 TGM5 TGM6 TGM7 THBS1 THBS2 THBS3 THBS4 THPO THSD4 TIMP1 TIMP2 TIMP3 TIMP4 TINAG TINAGL1 TLL1 TLL2 TMPRSS15 TNC TNF TNFAIP6 TNFSF10 TNFSF11 TNFSF12 TNFSF13 TNFSF13B TNFSF14 TNFSF15 TNFSF18 TNFSF4 TNFSF8 TNFSF9 TNN TNR TNXB TPO TSKU TSPEAR USH2A VCAN VEGFA VEGFB VEGFC VEGFD VIT VTN VWA1 VWA2 VWA3A VWA3B VWA5A VWA5B1 VWA5B2 VWA7 VWC2 VWC2L VWCE VWDE VWF WFIKKN1 WFIKKN2 WIF1 WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT8A WNT8B WNT9A WNT9B XCL1 XCL2 ZFP91 ZP1 ZP2 ZP3 ZP4 ZPLD1 NABA_MATRISOME_ASSOCIATED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NABA_MATRISOME_ASSOCIATED A2M A2ML1 ADAM10 ADAM11 ADAM12 ADAM15 ADAM17 ADAM18 ADAM19 ADAM2 ADAM20 ADAM21 ADAM22 ADAM23 ADAM28 ADAM29 ADAM30 ADAM32 ADAM33 ADAM7 ADAM8 ADAM9 ADAMDEC1 ADAMTS1 ADAMTS10 ADAMTS12 ADAMTS13 ADAMTS14 ADAMTS15 ADAMTS16 ADAMTS17 ADAMTS18 ADAMTS19 ADAMTS2 ADAMTS20 ADAMTS3 ADAMTS4 ADAMTS5 ADAMTS6 ADAMTS7 ADAMTS8 ADAMTS9 ADAMTSL1 ADAMTSL2 ADAMTSL3 ADAMTSL4 ADAMTSL5 AGT AMBP AMH ANGPT1 ANGPT2 ANGPT4 ANGPTL1 ANGPTL2 ANGPTL3 ANGPTL4 ANGPTL5 ANGPTL6 ANGPTL7 ANXA1 ANXA10 ANXA11 ANXA13 ANXA2 ANXA3 ANXA4 ANXA5 ANXA6 ANXA7 ANXA8 ANXA8L1 ANXA9 AREG ARTN ASTL BDNF BMP1 BMP10 BMP15 BMP2 BMP3 BMP4 BMP5 BMP6 BMP7 BMP8A BMP8B BRINP2 BRINP3 BTC C17orf58 C1QA C1QB C1QC C1QL1 C1QL2 C1QL3 C1QL4 C1QTNF1 C1QTNF2 C1QTNF3 C1QTNF4 C1QTNF5 C1QTNF6 C1QTNF7 C1QTNF8 C1QTNF9 C1QTNF9B CBLN1 CBLN2 CBLN3 CBLN4 CCBE1 CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL27 CCL28 CCL3 CCL3L3 CCL4 CCL4L2 CCL5 CCL7 CCL8 CD109 CD209 CELA1 CELA2A CELA2B CELA3A CELA3B CFC1 CFC1B CHRD CHRDL1 CHRDL2 CLC CLCF1 CLEC10A CLEC11A CLEC12A CLEC12B CLEC14A CLEC17A CLEC18A CLEC18B CLEC18C CLEC19A CLEC1A CLEC1B CLEC2A CLEC2B CLEC2D CLEC2L CLEC3A CLEC3B CLEC4A CLEC4C CLEC4D CLEC4E CLEC4F CLEC4G CLEC4M CLEC5A CLEC6A CLEC7A CLEC9A CNTF COLEC10 COLEC11 COLEC12 CPAMD8 CPN2 CRHBP CRLF1 CRLF3 CRNN CSF1 CSF2 CSF3 CSH1 CSH2 CSHL1 CSPG4 CSPG5 CST1 CST11 CST2 CST3 CST4 CST5 CST6 CST7 CST8 CST9 CST9L CSTA CSTB CSTL1 CTF1 CTSA CTSB CTSC CTSD CTSE CTSF CTSG CTSH CTSK CTSL CTSO CTSS CTSV CTSW CTSZ CX3CL1 CXCL1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL14 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 DHH EBI3 EDA EGF EGFL6 EGFL7 EGFL8 EGLN1 EGLN2 EGLN3 ELANE ELFN1 ELFN2 EMCN EPGN EPO EREG F10 F12 F13A1 F13B F2 F7 F9 FAM20A FAM20B FAM20C FASLG FCN1 FCN2 FCN3 FGF1 FGF10 FGF11 FGF12 FGF13 FGF14 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFBP1 FGFBP2 FGFBP3 FLG FLG2 FLT3LG FREM1 FREM2 FREM3 FRZB FST FSTL1 FSTL3 GDF1 GDF10 GDF11 GDF15 GDF2 GDF3 GDF5 GDF6 GDF7 GDF9 GDNF GH1 GH2 GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 GREM1 GRIFIN HABP2 HBEGF HCFC1 HCFC2 HGF HGFAC HHIP HMSD HPSE HPSE2 HPX HRG HRNR HTRA1 HTRA3 HTRA4 HYAL1 HYAL2 HYAL3 HYAL4 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IFNE IFNG IFNK IFNW1 IGF1 IGF2 IHH IL10 IL11 IL12A IL12B IL13 IL15 IL16 IL17A IL17B IL17C IL17D IL17F IL18 IL19 IL1A IL1B IL1F10 IL1RN IL2 IL20 IL22 IL23A IL24 IL25 IL26 IL3 IL34 IL36A IL36B IL36G IL36RN IL37 IL4 IL5 IL6 IL7 IL9 INHA INHBA INHBB INHBC INHBE INS INS-IGF2 INSL3 INSL5 INSL6 ISM1 ISM2 ITIH1 ITIH2 ITIH3 ITIH4 ITIH5 ITIH6 ITLN1 ITLN2 KAZALD1 KITLG KNG1 KY LEFTY1 LEFTY2 LEP LGALS1 LGALS12 LGALS13 LGALS14 LGALS16 LGALS2 LGALS3 LGALS4 LGALS7 LGALS8 LGALS9 LGALS9B LGALS9C LGALSL LIF LMAN1 LMAN1L LOX LOXL1 LOXL2 LOXL3 LOXL4 LPA LTA LTB MASP1 MASP2 MBL2 MDK MEGF10 MEGF11 MEGF6 MEGF8 MEGF9 MEP1A MEP1B MMP1 MMP10 MMP11 MMP12 MMP13 MMP14 MMP15 MMP16 MMP17 MMP19 MMP2 MMP20 MMP21 MMP23B MMP24 MMP25 MMP26 MMP27 MMP28 MMP3 MMP7 MMP8 MMP9 MST1 MST1L MSTN MUC1 MUC12 MUC13 MUC15 MUC16 MUC17 MUC19 MUC2 MUC20 MUC21 MUC22 MUC3A MUC4 MUC5AC MUC5B MUC6 MUC7 MUCL1 NGF NGLY1 NODAL NRG1 NRG2 NRG3 NRG4 NRTN NTF3 NTF4 OGFOD1 OGFOD2 OPRPN OSM OVGP1 P3H1 P3H2 P3H3 P4HA1 P4HA2 P4HA3 P4HTM PAMR1 PAPPA PAPPA2 PARM1 PCSK5 PCSK6 PDGFA PDGFB PDGFC PDGFD PF4 PF4V1 PGF PI3 PIK3IP1 PLAT PLAU PLG PLOD1 PLOD2 PLOD3 PLXDC1 PLXDC2 PLXNA1 PLXNA2 PLXNA3 PLXNA4 PLXNB1 PLXNB2 PLXNB3 PLXNC1 PLXND1 PPBP PRL PRSS1 PRSS12 PRSS2 PRSS3 PSPN PTN PZP REG1A REG1B REG3A REG3G REG4 RPTN S100A1 S100A10 S100A11 S100A12 S100A13 S100A14 S100A16 S100A2 S100A3 S100A4 S100A5 S100A6 S100A7 S100A7A S100A7L2 S100A8 S100A9 S100B S100G S100P S100Z SCUBE1 SCUBE2 SCUBE3 SDC1 SDC2 SDC3 SDC4 SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SERPINA1 SERPINA10 SERPINA11 SERPINA12 SERPINA2 SERPINA3 SERPINA4 SERPINA5 SERPINA6 SERPINA7 SERPINA9 SERPINB1 SERPINB10 SERPINB11 SERPINB12 SERPINB13 SERPINB2 SERPINB3 SERPINB4 SERPINB5 SERPINB6 SERPINB7 SERPINB8 SERPINB9 SERPINC1 SERPIND1 SERPINE1 SERPINE2 SERPINE3 SERPINF1 SERPINF2 SERPING1 SERPINH1 SERPINI1 SERPINI2 SFRP1 SFRP2 SFRP4 SFRP5 SFTA2 SFTA3 SFTPA1 SFTPA2 SFTPB SFTPC SFTPD SHH SLPI SPAM1 ST14 SULF1 SULF2 TCHH TCHHL1 TDGF1 TGFA TGFB1 TGFB2 TGFB3 TGM1 TGM2 TGM3 TGM4 TGM5 TGM6 TGM7 THPO TIMP1 TIMP2 TIMP3 TIMP4 TLL1 TLL2 TMPRSS15 TNF TNFSF10 TNFSF11 TNFSF12 TNFSF13 TNFSF13B TNFSF14 TNFSF15 TNFSF18 TNFSF4 TNFSF8 TNFSF9 TPO VEGFA VEGFB VEGFC VEGFD VWC2 VWC2L WFIKKN1 WFIKKN2 WIF1 WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT8A WNT8B WNT9A WNT9B XCL1 XCL2 ZFP91 NABA_MATRISOME_HGSOC_OMENTAL_METASTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NABA_MATRISOME_HGSOC_OMENTAL_METASTASIS AEBP1 AGRN ANXA4 ANXA5 ANXA6 C1QB C1QC CILP CLEC3B COL16A1 COL4A4 COL5A1 COMP CTHRC1 CTSB CTSD EFEMP2 F13A1 F2 FBLN1 FBLN2 FBLN5 FGL2 FMOD HPX HRG IGFBP7 ITIH1 ITIH2 KNG1 LMAN1 LTBP2 MFGE8 MGP MXRA5 NPNT P3H1 P4HA1 PCOLCE PLOD2 PLOD3 PXDN S100A11 S100A13 S100A6 SDC1 SERPINA1 SERPINA3 SERPINF1 SERPING1 SFRP4 SLPI SPON1 THBS1 THBS2 TIMP1 TIMP2 TNC VCAN NABA_MATRISOME_HIGHLY_METASTATIC_BREAST_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NABA_MATRISOME_HIGHLY_METASTATIC_BREAST_CANCER ADAM10 ADAM9 AGRN ANGPTL4 C1QA C1QC CCN2 COL22A1 COL24A1 COL4A6 CST3 CTSB CTSC CTSF EFEMP2 EGLN1 F10 F13B HABP2 HCFC2 HTRA1 IGFBP4 ITIH4 LOXL2 LTBP3 MFGE8 P3H3 P4HTM PAPLN PLXNB2 PRG4 S100A10 S100A2 SERPINC1 SERPINE2 SERPINF1 SNED1 SRPX TIMP1 TINAGL1 VWF NABA_MATRISOME_HIGHLY_METASTATIC_BREAST_CANCER_TUMOR_CELL_DERIVED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NABA_MATRISOME_HIGHLY_METASTATIC_BREAST_CANCER_TUMOR_CELL_DERIVED ADAM10 ADAM9 AGRN ANGPTL4 CCN2 COL22A1 COL24A1 CST3 CTSB CTSC CTSF EFEMP2 EGLN1 HCFC2 HTRA1 IGFBP4 LOXL2 LTBP3 MFGE8 P3H3 P4HTM PRG4 S100A10 S100A2 SERPINE2 SNED1 SRPX TIMP1 TINAGL1 NABA_MATRISOME_HIGHLY_METASTATIC_MELANOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NABA_MATRISOME_HIGHLY_METASTATIC_MELANOMA CILP COL10A1 COL11A2 COL28A1 COL5A1 COL8A1 COL8A2 CSPG4 EMILIN2 EMILIN3 HAPLN1 HMCN1 ITIH1 ITIH2 LAMB2 LOXL4 PXDN SERPINE2 NABA_MATRISOME_HIGHLY_METASTATIC_MELANOMA_TUMOR_CELL_DERIVED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NABA_MATRISOME_HIGHLY_METASTATIC_MELANOMA_TUMOR_CELL_DERIVED COL10A1 COL11A2 COL8A1 COL8A2 CSPG4 EMILIN3 HAPLN1 HMCN1 LAMB2 LOXL4 PXDN SERPINE2 NABA_MATRISOME_METASTATIC_COLORECTAL_LIVER_METASTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NABA_MATRISOME_METASTATIC_COLORECTAL_LIVER_METASTASIS AGRN ANXA5 BMP1 C1QA C1QB C1QTNF5 COL22A1 COMP EFEMP2 F2 FNDC1 GPC4 HCFC1 HMCN1 HPX HTRA1 IGFALS LOXL2 LTBP2 MUC16 MXRA5 PLOD1 PXDN SERPINB1 SERPINE2 SFTPD SPP1 ST14 THBS2 TIMP1 NABA_MATRISOME_MULTIPLE_MYELOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NABA_MATRISOME_MULTIPLE_MYELOMA ANXA1 ANXA2 ANXA6 COL4A5 CTSC CTSD CTSS FGA LGALS1 SERPINA1 NABA_MATRISOME_POORLY_METASTATIC_BREAST_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NABA_MATRISOME_POORLY_METASTATIC_BREAST_CANCER ASPN COL17A1 COL19A1 COL26A1 COL28A1 COL6A6 EMILIN2 FBLN5 FLG2 HMCN1 ITIH3 LAMA2 LUM MMP1 MMP19 NGLY1 OGN PLAT PRELP S100A16 S100A8 THBS2 TIMP3 TNXB VWA1 NABA_MATRISOME_POORLY_METASTATIC_BREAST_CANCER_TUMOR_CELL_DERIVED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NABA_MATRISOME_POORLY_METASTATIC_BREAST_CANCER_TUMOR_CELL_DERIVED COL17A1 COL19A1 COL26A1 FBLN5 FLG2 MMP1 MMP19 NGLY1 OGN PLAT S100A16 S100A8 NABA_MATRISOME_POORLY_METASTATIC_MELANOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NABA_MATRISOME_POORLY_METASTATIC_MELANOMA ADAMTSL1 ANGPTL4 ANXA2 BGN CD109 COL18A1 COL4A4 CTSB ECM1 EFEMP1 F2 FBLN2 HCFC1 HTRA1 ITIH4 LGALS3 LMAN1 LOXL2 LTBP2 LUM NID2 P3H3 P4HA1 PLG PLOD2 PLOD3 S100A13 S100A4 S100A6 SERPINB1 SERPINF1 SERPINF2 SRPX TGFB1 THBS1 THSD4 TNN VWA1 NABA_MATRISOME_POORLY_METASTATIC_MELANOMA_TUMOR_CELL_DERIVED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NABA_MATRISOME_POORLY_METASTATIC_MELANOMA_TUMOR_CELL_DERIVED ADAMTSL1 ANGPTL4 ANXA2 BGN CD109 COL18A1 COL4A4 CTSB ECM1 HCFC1 HTRA1 LGALS3 LMAN1 LOXL2 P3H3 P4HA1 PLOD2 PLOD3 S100A13 S100A4 S100A6 SERPINB1 SERPINF1 SRPX TGFB1 THSD4 NABA_MATRISOME_PRIMARY_METASTATIC_COLORECTAL_TUMOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NABA_MATRISOME_PRIMARY_METASTATIC_COLORECTAL_TUMOR ADAM10 ADAM9 ADAMTSL1 AGRN ANXA5 C1QA C1QB CLEC11A COL22A1 CSPG4 EFEMP2 EMID1 F2 FCN1 FGL2 FMOD GPC4 HCFC1 HMCN1 HTRA1 INTS14 LEFTY1 LOXL1 LOXL2 LTBP2 MEGF8 MFGE8 MMP1 MMP11 MMP12 MMP2 MMP9 MMRN1 MMRN2 MUC13 MUC16 MXRA5 P3H1 PAPLN PLOD1 PLOD2 PLOD3 PLXNB2 PLXND1 PXDN S100A11 S100A14 S100A16 SERPINA3 SERPINB1 SERPINE2 SERPINF1 SFTPD SPARC ST14 SVEP1 TGFB1 THBS2 TIMP1 NABA_PROTEOGLYCANS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NABA_PROTEOGLYCANS ACAN ASPN BCAN BGN CHAD CHADL DCN EPYC ESM1 FMOD HAPLN1 HAPLN2 HAPLN3 HAPLN4 HSPG2 IMPG1 IMPG2 KERA LUM NCAN NYX OGN OMD OPTC PODN PODNL1 PRELP PRG2 PRG3 PRG4 SPOCK1 SPOCK2 SPOCK3 SRGN VCAN NABA_SECRETED_FACTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NABA_SECRETED_FACTORS AMH ANGPT1 ANGPT2 ANGPT4 ANGPTL1 ANGPTL2 ANGPTL3 ANGPTL4 ANGPTL5 ANGPTL6 ANGPTL7 AREG ARTN BDNF BMP10 BMP15 BMP2 BMP3 BMP4 BMP5 BMP6 BMP7 BMP8A BMP8B BRINP2 BRINP3 BTC C1QTNF9B CBLN1 CBLN2 CBLN3 CBLN4 CCBE1 CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL27 CCL28 CCL3 CCL3L3 CCL4 CCL4L2 CCL5 CCL7 CCL8 CFC1 CFC1B CHRD CHRDL1 CHRDL2 CLCF1 CNTF CRHBP CRLF1 CRLF3 CRNN CSF1 CSF2 CSF3 CSH1 CSH2 CSHL1 CTF1 CX3CL1 CXCL1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL14 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 DHH EBI3 EDA EGF EGFL6 EGFL7 EGFL8 EPGN EPO EREG FASLG FGF1 FGF10 FGF11 FGF12 FGF13 FGF14 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFBP1 FGFBP2 FGFBP3 FLG FLG2 FLT3LG FRZB FST FSTL1 FSTL3 GDF1 GDF10 GDF11 GDF15 GDF2 GDF3 GDF5 GDF6 GDF7 GDF9 GDNF GH1 GH2 HBEGF HCFC1 HCFC2 HGF HGFAC HHIP HRNR IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IFNE IFNG IFNK IFNW1 IGF1 IGF2 IHH IL10 IL11 IL12A IL12B IL13 IL15 IL16 IL17A IL17B IL17C IL17D IL17F IL18 IL19 IL1A IL1B IL1F10 IL1RN IL2 IL20 IL22 IL23A IL24 IL25 IL26 IL3 IL34 IL36A IL36B IL36G IL36RN IL37 IL4 IL5 IL6 IL7 IL9 INHA INHBA INHBB INHBC INHBE INS INS-IGF2 INSL3 INSL5 INSL6 ISM1 ISM2 KITLG LEFTY1 LEFTY2 LEP LIF LTA LTB MDK MEGF10 MEGF11 MEGF6 MEGF8 MEGF9 MST1 MST1L MSTN NGF NODAL NRG1 NRG2 NRG3 NRG4 NRTN NTF3 NTF4 OSM PDGFA PDGFB PDGFC PDGFD PF4 PF4V1 PGF PIK3IP1 PPBP PRL PSPN PTN RPTN S100A1 S100A10 S100A11 S100A12 S100A13 S100A14 S100A16 S100A2 S100A3 S100A4 S100A5 S100A6 S100A7 S100A7A S100A7L2 S100A8 S100A9 S100B S100G S100P S100Z SCUBE1 SCUBE2 SCUBE3 SFRP1 SFRP2 SFRP4 SFRP5 SHH TCHH TCHHL1 TDGF1 TGFA TGFB1 TGFB2 TGFB3 THPO TNF TNFSF10 TNFSF11 TNFSF12 TNFSF13 TNFSF13B TNFSF14 TNFSF15 TNFSF18 TNFSF4 TNFSF8 TNFSF9 TPO VEGFA VEGFB VEGFC VEGFD VWC2 VWC2L WFIKKN1 WFIKKN2 WIF1 WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT8A WNT8B WNT9A WNT9B XCL1 XCL2 ZFP91 NADELLA_PRKAR1A_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NADELLA_PRKAR1A_TARGETS_DN ACTA2 CDH2 ETS1 HMGA2 LEF1 SNAI2 TWIST2 NADELLA_PRKAR1A_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NADELLA_PRKAR1A_TARGETS_UP CDH1 CDH3 CDH4 HNRNPAB SNAI1 SNAI3 TJP1 TRIM28 TWIST1 NADERI_BREAST_CANCER_PROGNOSIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NADERI_BREAST_CANCER_PROGNOSIS_DN ANXA5 C1S CEBPD CLDN1 CLK4 DCN FBLN1 IFT81 MCEE NANOG OMD REXO2 SHOX2 SMOC2 SPARCL1 SSR2 TGFBR3 TXNIP NADERI_BREAST_CANCER_PROGNOSIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NADERI_BREAST_CANCER_PROGNOSIS_UP AMH AQP5 ASPM ATP2C2 BAALC BUB1 CARTPT CDCA5 CDCA8 CENPN CEP55 CSAG2 CTPS1 DSCC1 EBP EXO1 FA2H FADD GSE1 HSPA14 IL20RB KIF20A KLRG2 MELK MLLT1 MTFR2 MYBL2 NDC80 PDX1 PMCH POLD1 PRAME PSMD14 PSMD2 PTTG1 RACGAP1 RASIP1 RNASE9 RNFT2 SCLT1 SEMA4C SHMT2 SMARCA4 SOX11 SPAG5 TIMELESS TMEM208 TNNC2 TRIM24 UBE2T UHRF1 NADLER_HYPERGLYCEMIA_AT_OBESITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NADLER_HYPERGLYCEMIA_AT_OBESITY ACADL ACP5 ACYP2 ADRB3 AKR1C4 ALDH7A1 BACH1 BTG3 CACNA1S CCT4 CISH CLTB CRELD2 CSF2RB DHPS DLX5 DNAJB12 DVL3 DYNLT1 FCGR2B FLT3 FOXD1 FYN GAP43 GTF2H1 GUCA2A HPS1 HPS4 HR MKRN2 MRPS18B NDUFB3 NPTX1 OGG1 PABPN1 PDE1B POLR1E POLR2H PPP1R2 PTPN18 RENBP RNASEH2A RPS27 RRAS2 SELENOW SERPINA1 SERPINE1 SERPINH1 SNRPB SORBS3 SUB1 TUBB4B TUBGCP3 TUBGCP4 UBE2E3 UTP4 VAV1 VPS26C WNT1 NADLER_OBESITY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NADLER_OBESITY_DN ACLY ADRB3 AGT ALDH2 ALDOA APOE ASNS ATP5ME B2M BCAT2 CDKN2C CFB CFD COX8A CYC1 CYP2E1 DBI DDT ECHS1 EEF1A1 FABP4 FDFT1 FMO1 GBE1 GNAI1 GNG11 GPD2 HBB HP LDHB MCCC1 MYLK NNAT PC PCK1 PPA1 PYGB RASD1 RBMS2 RBP4 SCD SDHB SOD1 SREBF1 THRSP TSHR UBB UCK1 UQCRC2 NADLER_OBESITY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NADLER_OBESITY_UP ALOX5AP ATP6V1C1 BASP1 BGN C1QB CAPG CCL15 CD53 CD68 CFL1 CKB COL1A1 CRYAB CSF1R CSTB CTSA CTSB CTSD CTSK CTSS CTSV CTSZ DAD1 DUSP1 DYNLT1 FBLN2 FCER1G FCGR2A FLNA FXYD5 GRN HCLS1 IFI27 IFI30 LAPTM5 LBP LEP LGALS3 LGMN LRP1 MFGE8 MIF MRC1 MT2A NEDD8 PEA15 PFN1 PITPNA PLD3 PLIN2 PLTP POSTN PSAP SEC13 SELPLG SERPINF1 TLN1 TPD52 TPM4 UCP2 NAGASHIMA_EGF_SIGNALING_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAGASHIMA_EGF_SIGNALING_UP AEN ARC AREG ATF3 BCL10 BHLHE40 CCN1 CCN2 DLX2 DNAJB1 DUSP1 DUSP2 DUSP5 EDN1 EGR1 EGR3 EGR4 EPHA2 ETS2 F2RL1 FOS FOSB FOSL1 GEM HBEGF HES1 ID1 ID3 IER2 IER3 JUN JUNB KBTBD2 KDM6B KLF10 KLF6 LIF MAFF MCL1 MIR22HG MYC NAB2 NAP1L1 NEDD9 NR4A1 NR4A2 NR4A3 PLEKHO2 RYBP SIK1 SOWAHC SPRED2 TIPARP TNFRSF11B TNFRSF12A TRIB1 ZFP36 NAGASHIMA_NRG1_SIGNALING_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAGASHIMA_NRG1_SIGNALING_DN AKAP9 APC ARL14 B3GNT2 CD44 CDC14A CROCCP2 DDIT4 DMXL2 ETAA1 F3 FAM200C FRAT2 FUT9 GALK2 GPLD1 GPR87 H2AC7 HMGCS1 ID2 MAFB MARF1 MBD4 MIA2 MPZL2 N4BP2L2 NUMA1 OSR2 PCDHGA8 PDS5B PGAP1 PIP5K1A PLG PPP1R3C PPP1R3D PTHLH RALGPS2 RBM15 RYBP SOCS2 SOX2 TCHH THBS1 TIA1 TSC22D2 TTLL5 VDAC1P8 ZKSCAN4 ZNF222 ZNF248 ZNF287 ZNF292 ZNF362 ZNF514 NAGASHIMA_NRG1_SIGNALING_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAGASHIMA_NRG1_SIGNALING_UP ADM AEN AKIRIN1 ALOXE3 AQP3 ARC AREG ARG2 ARPC5L ATF3 ATG101 AVPI1 BCL10 BHLHE40 C3orf52 CAMK2G CASP9 CCN1 CCN2 CCNL1 CDC42EP3 CEBPB CGA CLCF1 CLDN4 CSNK1D CTH CXCR4 CYP24A1 DDIT3 DLX2 DNAJB1 DST DUSP1 DUSP10 DUSP2 DUSP4 DUSP5 DUSP8 EDN1 EGLN3 EGR1 EGR3 EGR4 EIF5 EPHA2 EPPK1 ETS2 EZR F2RL1 FBXL12 FBXO41 FERMT2 FHL2 FLRT3 FOS FOSB FOSL1 FUT4 GADD45A GADD45B GAL GATA2 GATA6 GDF15 GEM GTPBP4 HBEGF HERC4 HES1 HIC2 HILPDA HOMER1 ID1 ID3 IER2 IER3 IER5 IFRD1 IL6R INPP1 IRS2 ISG20 ITPKC JMJD6 JOSD1 JUN JUNB KBTBD2 KDM6B KLF10 KLF2 KLF6 LAMA3 LAMC2 LDLR LIF LRRC15 LYPD3 MAFF MAP2K3 MAP3K14 MAP3K8 MCL1 MIR22HG MYC NAB2 NAP1L1 NDEL1 NEDD9 NFIL3 NPC1 NR4A1 NR4A2 NR4A3 PALLD PCF11 PDLIM5 PER1 PER2 PFKFB3 PHLDA2 PLAUR PLEKHO2 PMAIP1 PPP1R15A PPRC1 PSME4 PWP2 RARA REL RGS2 SEMA3B SERPINB8 SERTAD3 SFN SGK1 SIK1 SLCO4A1 SNAI2 SOCS1 SOWAHC SPATA2L SPHK1 SPRED2 SPRR1B SRF STK24 TES TGFB2 TIPARP TNFRSF10B TNFRSF11B TNFRSF12A TNFRSF21 TOB2 TOP1 TRA2B TRIB1 TUBB2A TUBB6 TUFT1 USP36 VCL VEGFA WEE1 YRDC ZFAND5 ZFP36 ZNF331 ZNF365 ZYX NAGY_PCAF_COMPONENTS_HUMAN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAGY_PCAF_COMPONENTS_HUMAN KAT2B SUPT3H TADA3 TAF10 TAF12 TAF5L TAF6L TAF9 TRRAP NAGY_STAGA_COMPONENTS_HUMAN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAGY_STAGA_COMPONENTS_HUMAN ATXN7 KAT2A SAP130 SUPT3H SUPT7L TADA1 TADA3 TAF10 TAF12 TAF5L TAF6L TAF9 TRRAP NAGY_TFTC_COMPONENTS_HUMAN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAGY_TFTC_COMPONENTS_HUMAN ADA ATXN7 KAT2A SAP130 SGF29 SUPT3H SUPT7L TADA3 TAF10 TAF12 TAF2 TAF4 TAF5 TAF5L TAF6 TAF6L TAF9 TRRAP NAISHIRO_CTNNB1_TARGETS_WITH_LEF1_MOTIF https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAISHIRO_CTNNB1_TARGETS_WITH_LEF1_MOTIF CADM1 CLU HAPLN1 IGFBP2 ITGA6 SFRP4 SGK1 TNC NAKAJIMA_EOSINOPHIL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAJIMA_EOSINOPHIL ADGRE1 ALOX15 CAMK1 CCL3 CCL4 CCR3 CFD CLC CNR2 CREM HES1 IDO1 IL5RA MARCKSL1 OLIG2 P2RY10 P2RY14 PNPLA6 PTGDR2 RNASE2 S100P SLC29A1 SMAD7 SYNE1 TFF3 NAKAJIMA_MAST_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAJIMA_MAST_CELL ALAS1 BRCA1 BTK CALB2 CAPG CAVIN1 CCL2 CLEC3B CLU CMA1 CTSG CYP1B1 DUSP14 ENO2 ENPP2 FCER1A GATA2 GDF15 GPNMB HDC HPGD HPGDS HSP90AB1 KIT LGALS3 LTC4S MAOB MS4A2 MT1A MT1E MT1F MT1H MT3 PEBP1 PHLDA2 PLAT PRDX1 PRG2 RGS10 SIGLEC6 TIMP1 TPSAB1 TRIB2 TSPAN4 VAT1 VWA5A NAKAMURA_ADIPOGENESIS_EARLY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAMURA_ADIPOGENESIS_EARLY_DN ABI3BP ACTG2 CALD1 CCN1 COL15A1 COL9A3 EDIL3 EPOR GDF15 GLIPR1 HAPLN1 HCK IER2 ITGA3 ITGAV LOX LRP3 MYH11 NT5E PDE6D POSTN PRSS23 RAI14 RGS4 SERPINE1 SERPINE2 SRPK2 STK38L THBS2 TIMP3 TMEM47 TNFRSF11B TPM1 VCAM1 ZNF133 NAKAMURA_ADIPOGENESIS_EARLY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAMURA_ADIPOGENESIS_EARLY_UP ABCA1 ABL1 ACVR2A CCRL2 CEBPD CHMP1B COL6A3 COL8A1 CTNNB1 CYBRD1 DKK1 E2F4 ELK3 FAM174C FOXO1 FYN GADD45B GAS1 GASK1B GM2A HACD3 IL1R1 IL22RA1 INSIG1 IRS2 LHFPL6 LIFR MRPS6 MT1B MT1E MT1F MT1G MT1H MT1L MT1M MYADM MYC NFE2 NFIL3 NID1 NPTXR OXR1 P3H2 PDE10A PDE4D PDE6H PHKG1 PIK3R1 PLIN2 PPP1CA PRSS23-AS1 S1PR3 SIK2 SMARCD2 SMIM3 SNAI2 SOD2 SST TGFBR3 USP4 USP53 WASF3 ZFP36 NAKAMURA_ADIPOGENESIS_LATE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAMURA_ADIPOGENESIS_LATE_DN ABI3BP ACTG2 AIMP1 CALD1 CCN1 COL15A1 COL9A3 CXCL12 DKK3 EDIL3 EPOR GDF15 GLIPR1 HAPLN1 HCK IER2 ITGA3 ITGAV LOX LRP3 MYH11 NT5E PDE6D POSTN RAI14 SERPINE1 SERPINE2 SLC7A5 SMAD3 SRPK2 THBS2 TIMP3 TMEM47 TPM1 ZNF133 NAKAMURA_ADIPOGENESIS_LATE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAMURA_ADIPOGENESIS_LATE_UP ABCA1 ABL1 ACACA ACACB ACSF2 ACSL5 ACVR2A AKAP10 ATF3 BLOC1S1 CCDC50 CCNG1 CCRL2 CD36 CDH13 CDKN2C CEBPD CHCHD3 CIDECP1 CKS2 COL11A1 COL6A3 CTNNB1 CYBRD1 E2F4 EFNA1 EFTUD2 ELK3 FABP4 FAM174C FASN FOXO1 G0S2 GAS6 GCC2 GLT8D2 GM2A HACD3 HMGCS1 IGF2 IGF2R IL22RA1 INSIG1 IRF9 IRS2 LIPE LPIN1 MAPK1 MAPK6 MGMT MGP MMD MRPS6 MYADM MYB MYC NFIL3 NID1 NOVA1 NPTXR OXR1 P3H2 PDE10A PHKG1 PLIN2 PLK3 PPARG PPP1CA PPP1CC PPP2R5A PRKAR2B PRSS23-AS1 PTPRA PUS7L RAB31 RAB5A S1PR3 SCD SERPINB9 SIK2 SLC27A4 SMARCD2 SMIM3 SMPD1 STAT5B STOM STX3 SUMO1 TGFB1 TGFB2 TGFBR3 TMEM119 TNFRSF21 TPR USP4 XYLT1 YAE1 ZNF24 NAKAMURA_ALVEOLAR_EPITHELIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAMURA_ALVEOLAR_EPITHELIUM CFD CLDN5 HIGD1B RARRES2 RFTN1 NAKAMURA_BRONCHIAL_AND_BRONCHIOLAR_EPITHELIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAMURA_BRONCHIAL_AND_BRONCHIOLAR_EPITHELIA CHD9NB DNAAF1 DNAI2 DRC3 FABP6 IQCG SCGB1A1 NAKAMURA_CANCER_MICROENVIRONMENT_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAMURA_CANCER_MICROENVIRONMENT_DN AGPS ARTN ASNS AURKA BCAT1 BPNT2 BUB1 CARS1 CCNB2 CDC20 CDC6 CDCA2 COTL1 CTH DHFR DHRS3 FAM83D FANCI HOMER2 IARS1 KIF2C KLHL5 KNSTRN LSM4 MARS1 NDC1 NDUFA9 PA2G4 PSAT1 PSMG1 PSPH PTTG3P RFC4 RFC5 RIPK2 SHROOM3 SLC30A5 SLC7A11 SPAG5 SYNCRIP TARS1 TCP1 TNS3 TRIP13 TXNRD1 USP39 NAKAMURA_CANCER_MICROENVIRONMENT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAMURA_CANCER_MICROENVIRONMENT_UP APOE CELA2B CELA3A CELA3B COL1A1 COL1A2 COL3A1 CPB1 CTF1 CTRB2 ENPP1 GPIHBP1 H19 HBA1 INS KIAA1217 LAMP5 LRRC28 PARP6 POSTN PRSS2 PRSS3 RET RHOB SEMA4C SOX9 TRAV27 ZBTB20 NAKAMURA_LUNG_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAMURA_LUNG_CANCER ATP10B AURKA COL11A1 MCM6 SCG5 TFPI2 TM4SF4 TOP2A XAGE1A NAKAMURA_LUNG_CANCER_DIFFERENTIATION_MARKERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAMURA_LUNG_CANCER_DIFFERENTIATION_MARKERS CLDN5 DNAAF1 DNAI2 DRC3 FABP6 HIGD1B IQCG MUC4 RARRES2 SCGB1A1 SFTPA2 SFTPB SFTPC NAKAMURA_METASTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAMURA_METASTASIS ACD AKAP13 AXL BLVRA C10orf95-AS1 C7orf31 CCDC97 CMTM3 DDX24 DESI2 DUSP3 ETV1 FKBP10 FOSL1 GGA2 GLUL HCLS1 HPDL HS3ST1 KRT13 LAPTM5 MEPCE MRPS6 NKX3-1 NRN1 NTRK2 PABPC4L PADI3 PCDH8 PDE10A PDK3 PGK1 PLEKHG4 PRKCB SCRN1 SDCCAG8 SF3B3 SLC12A2 SLC16A3 SMYD3 SOSTDC1 STX4 TMX4 TOR4A TUBB2A TUBB6 XCL1 NAKAMURA_METASTASIS_MODEL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAMURA_METASTASIS_MODEL_DN ACER3 AK4 ALDOC AQP3 C3 CALCA CAST CD44 DDB2 EHBP1L1 ENKD1 EOMES FABP5 FAM83A FGFBP1 GLI3 IRX3 LDLR MUC2 NTSR1 OSBP2 P3H2 PID1 PLAT PLEK2 PMP22 POLM PTHLH PTPRZ1 RAC2 RRAGD RUNX2 SEMA4B SERPINB1 SFXN3 SLCO4A1 SNCAIP TFPI TGFB1I1 TMEM120A TMEM167B-DT TTC8 UGCG WIPI2 NAKAMURA_METASTASIS_MODEL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAMURA_METASTASIS_MODEL_UP ACD ADCY3 AKAP13 BLVRA C10orf95-AS1 CMTM3 COL17A1 DDX24 DPCD DUSP3 DUSP5 DYNLL2 FKBP10 FOLH1 FOSL1 FRMD8 GGA2 GJB3 GRK5 HCLS1 HIRIP3 HOXB7 HPDL HS3ST1 HTRA2 KRT13 LAPTM5 LINC02114 MALL MEPCE NECTIN3-AS1 NOB1 NTRK2 PABPC4L PADI3 PDE10A PDK3 PGK1 SLC16A3 STX4 TOLLIP TOR4A TUBB2A TUBB6 TYRO3 NAKAMURA_TUMOR_ZONE_PERIPHERAL_VS_CENTRAL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAMURA_TUMOR_ZONE_PERIPHERAL_VS_CENTRAL_DN ABCB7 ABCC3 ABHD17C ABHD18 ABHD6 ABI1 ACAD11 ACKR3 ACOX1 ACYP2 ADAM17 ADARB1 ADD3 ADH4 ADM ADSS1 AFAP1 AGRN AHNAK2 AHR AHSA2P AK3 ANAPC16 ANK3 ANKHD1 ANKRD37 ANKRD9 ANP32A APCDD1 AQP3 ARFGAP3 ARG2 ARHGAP45 ARHGEF7 ARID1B ARID5B ARL17A ARNT2 ARRDC3 ASPH ASS1 ASXL1 ATG14 ATG2A ATP8B1 AUH AZI2 B4GALT5 BACE2 BACH1 BAG1 BAMBI BCL11A BCL2L11 BCL3 BCL6 BCR BIRC3 BMERB1 BNIP3 BNIP3L BPTF BTBD1 BTBD3 BTF3P13 BZW1 C11orf54 C11orf96 C1RL C1S C2orf68 C3 C4orf3 CA9 CACHD1 CACNA2D1 CALB1 CALM2 CAMKK2 CARD6 CAST CAT CBX4 CCDC18-AS1 CCL20 CCNG1 CCNG2 CCNL2 CCNT2 CCNY CDH1 CEBPB CEBPD CEMIP CEP57 CFH CFI CGA CHI3L1 CHMP3 CHMP4B CHRAC1 CHST15 CHST2 CITED2 CLDN10 CLEC2B CLK1 CLK4 CNOT8 COL27A1 COL4A5 COL6A1 COMMD6 COPZ1 COSMOC CP CPD CPE CPS1 CPT1B CREB3L2 CREG1 CROT CSNK1D CTBP2 CTSH CXADR CXCL16 CXCL5 CYBRD1 CYP24A1 CYP4X1 D2HGDH DCAF10 DELE1 DENND10P1 DENND4C DHRS13 DMD DNAJB1 DNAJC4 DNAJC5 DOK1 DPYD DRAM2 DUSP1 DUXAP10 EBF4 EBLN3P EEF1A1 EEF1AKMT3 EGLN1 EGLN3 EHF EIF3LP3 EIF4A1 ELF3 ENO2 ENOSF1 ENSA EP300 EPM2AIP1 ERCC6L2 EREG ERMP1 ERO1A ESYT2 ETFRF1 ETS2 EVA1C FA2H FABP5 FAM110C FAM118A FAM13A FAM153A FAM222B FAM234A FAM83A FAT2 FBXL3 FBXO9 FGF7 FGFR3 FKBP1A FNBP1 FNDC3A FNDC3B FNTA FOS FOSL2 FOXC1 FOXN3 FTH1 FTX FUCA1 FYCO1 FZD10 GABPB1-AS1 GABPB1-IT1 GALC GAREM1 GART GAS1 GATAD1 GCNT3 GJB2 GLIDR GLRX GLUL GLYR1 GMDS GNA15 GOLGA6L9 GOLGA8A GOLGA8G GOLGA8N GPCPD1 GRAMD1C GRHL1 GTF2I GUSB GUSBP14 GYS1 H19 H2AC18 H2AC25 H2AC6 H2BC5 H3C6 HAS3 HBP1 HERC2P1 HERPUD1 HEY1 HHLA3 HIBADH HK2 HLA-B HLA-E HLA-F HLA-G HNMT HNRNPA2B1 HNRNPL HNRNPU HP HSD17B11 HSPA5 HSPA6 HSPD1 IFIT5 IFITM1 IGBP1 IGFBP1 IGFBP3 IGFBP5 IGSF3 IKBIP IKBKB IL1R1 IL1RL1 IL20RB IL33 IL6 INSR IQSEC2 IRX3 ITGA2 ITGB8 ITM2B JAG2 JUNB KCNJ12 KCNK3 KDELR2 KDELR3 KDM3A KDM4B KDM5B KIZ KLF11 KLF13 KLF5 KLHL28 KMT5B KRT13 KRT15 KRT23 KRTCAP2 KSR1 LAMP2 LCN2 LEPROT LETMD1 LINC00470 LINC00667 LINC01134 LINC01667 LINC02889 LINC02893 LITAF LMO2 LONP2 LOX LOXL2 LPAR3 LPAR6 LRATD1 LRG1 LRIG1 LRRC37A2 LSP1P5 LTA4H LUM LXN LYZL4 MACF1 MALAT1 MAN1B1-DT MAOA MAP3K13 MARCHF6 MARF1 MAVS MCEE MED28 MEGF6 MESD MFSD1 MIDN MIR210 MKNK2 MKRN1 MMP24OS MOB3A MRPL10 MT-ND5 MUC1 MUC4 MUC5B MXI1 MYSM1 MZF1 N4BP2L2 NAB2 NABP1 NAMPT NATD1 NAXD NBR1 NCK1 NCKAP1 NCOA7 NDRG1 NDUFAF7 NEAT1 NELL2 NFATC2IP NFIL3 NISCH NKIRAS2 NMRK1 NOTCH2NLA NPHP3 NPTX1 NR4A2 NRARP NRN1 NRP2 NUDCD2 NUFIP2 NXPH4 OAS1 OBSL1 ORAI3 OSBPL2 OTUD1 P4HA1 P4HB PABPC4 PAG1 PAM PAPSS2 PARP6 PCBP1-AS1 PCDH7 PCDHB10 PCDHB14 PCMTD1 PCSK1 PCSK6 PDCD4 PDE10A PDE3A PDE4B PDE4D PDE8A PDK1 PGK1 PGM1 PGM2 PHAX PHF3 PHKB PI3 PIAS2 PIGV PIK3R3 PILRB PKM PLAG1 PLAGL1 PLAT PLIN2 PLOD2 PLXNB2 PNN PNPLA8 PNRC1 PODNL1 POM121 PON3 PPARA PRAG1 PRKAR1A PSPH PTEN PTGS2 PTP4A1 RAB11A RAB24 RAB27B RAB30 RAB31 RAB3D RAB40B RAB40C RAB43 RAB4A RAB9A RAC2 RALGAPA2 RALGDS RARRES1 RASSF8-AS1 RB1CC1 RBL2 RBM38 RBPJ RCOR3 RERE RERG REV1 RGCC RGL2 RHOBTB3 RHOV RNF114 RNF125 RNF135 RNF187 ROBO1 RORA RPL10 RPL10P2 RPL13 RPL15 RPL22 RPL28 RPL31 RPL37 RPS4XP9 RRAGA RRAGD RSL1D1 RXRA RYBP S100A8 S100A9 S100P SAMD8 SATB1 SAV1 SDC1 SEC16A SEC24D SEC31A SELENOP SEMA4B SEMA6A SERPINB1 SERPINB3 SERPINB4 SERTAD2 SEZ6L2 SFPQ SGPP2 SGSM2 SH3BGRL SH3BGRL3 SH3YL1 SHC1 SHMT2 SIAE SLC16A14 SLC1A1 SLC22A23 SLC24A3 SLC25A36 SLC2A10 SLC2A3 SLC33A1 SLC35E1 SLC46A3 SLC5A3 SLC6A14 SLC6A6 SLC6A8 SLC7A2 SLCO1B3 SLCO4A1 SLF1 SLFN5 SLPI SMIM14 SNCAIP SNHG16 SNHG7 SNHG8 SNN SOCS3 SOD2 SORL1 SPG11 SPINK13 SPOCK1 SPP1 SPTBN1 SPTSSA SRGN SRSF5 SRSF6 SSR1 ST6GALNAC2 STAT6 STC1 STC2 STEAP4 STX4 STX5 SYNE2 SYT12 SYT17 SYT8 SYTL1 TALAM1 TAPBP TBL1X TC2N TCFL5 TEFM TEKT4P2 TESC TFPI TIA1 TIMMDC1 TIMP1 TLE5 TMC4 TMC5 TMEM165 TMEM178B TMEM245 TMEM276 TMEM45A TMEM47 TMPRSS4 TMUB2 TNFAIP2 TNFRSF10D TNFSF10 TNFSF15 TNS1 TOMM20 TOX4 TPBG TRIB1 TRIM29 TRIM56 TRIP11 TRPT1 TSKU TSPAN1 TTC28 TTC3 TTC31 TUG1 TUSC3 TXNIP UBE2D3 UGCG UGP2 UNC5B USO1 UVSSA VEGFA VLDLR WASF2 WDR11 WDR37 WDR72 WFDC2 WIPF2 WSB1 XDH XIAP YPEL5 YY1 ZBTB20 ZBTB33 ZBTB7A ZDHHC4 ZFAND2A ZG16B ZHX2 ZMIZ1 ZMPSTE24-DT ZMYND8 ZNF131 ZNF207 ZNF226 ZNF24 ZNF292 ZNF33A ZNF395 ZNF44 ZNF451 ZNF493 ZNF496 ZNF512B ZNF580 ZNF587 ZNF680 ZNF703 ZNF91 ZRANB2 NAKAMURA_TUMOR_ZONE_PERIPHERAL_VS_CENTRAL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAMURA_TUMOR_ZONE_PERIPHERAL_VS_CENTRAL_UP AATF ABCC10 ABHD2 ACOT7 ACOT9 ADAM19 ADAMTS1 AKAP12 AMIGO2 AMY1A ANAPC11 ANAPC15 ANKRD39 ANO1 ANXA3 APOBEC3B ARAP3 ARHGEF18 ATG3 ATP5ME ATP6V0D2 AURKAIP1 AXL BACE1 BDNF BIRC5 BOP1 C4orf48 C9orf85 CALD1 CAV1 CAV2 CCDC80 CCDC85C CCNB2 CCT2 CDH11 CDK1 CENPM CENPU CENPV CENPW CENPX CEP55 CFAP91 CHAC2 CLN8 CMTM3 CMTM7 COL12A1 COL1A2 COL3A1 COL4A1 COPRS COX17 CRIM1 CSN2 CTNNAL1 CTPS1 CXXC5 CYGB CYP2B6 DAAM1 DCTN5 DCTPP1 DEFB106A DERL1 DIAPH3 DKC1 DKK3 DONSON DPH3 DTYMK EBNA1BP2 EFEMP1 EIF2S1 EIF5 EMP1 ETS1 EZR F2RL1 F3 FBLIM1 FBXO44 FERMT1 FGF13 FH FLI1 FN1 FST G3BP2 GDF11 GEMIN6 GINS2 GLIPR1 GLRX2 GPATCH4 GPM6B GPR39 GPX2 HACD3 HECTD1 HLA-DRB1 HMGA2 HMMR HNRNPAB HOXB9 HSP90AA1 HSPE1 IDE IFFO2 IGFL1 IKBKG IL7R INF2 INHBA INVS IRAK1 ITGB5 ITGB6 ITGBL1 KIF4A KIFC3 KLF7 KNSTRN KPNA2 KRAS KRT7 LAMA3 LAMA4 LAMC2 LATS2 LIMS1 LINC00460 LINC00957 LINC01243 LINP1 LRP4 LRP8 LRRC8A LSM10 LTBP1 LY6K MAP1B MCF2 MCM5 ME1 MED27 MFAP5 MGST1 MICALL1 MICOS10 MIX23 MLLT11 MMP2 MRPL19 MRPL22 MRPL42 MRPL47 MRPL48 MTX1 MYCBP MYEOV MYH9 N4BP2 NAA15 NAA25 NCAM1 NCAPG NDUFAF8 NDUFS6 NDUFS7 NET1 NEURL1B NFATC2 NIBAN1 NID2 NME1 NOP2 NPHP1 NPLOC4 NUDT5 OCIAD2 OGFOD1 PA2G4P2 PALLD PBK PDF PEA15 PELP1 PGLYRP4 PGM2L1 PGP PHB1 PHF19 PHGDH PIGW PIR PMEPA1 PNP PODXL POLE2 POMP POP7 POTEKP PRSS23 PSMA1 PSMA3 PSMA4 PSMA6 PSMB2 PSMB4 PSMC1 PSMC2 PSMC3IP PSMD1 PSMD11 PSMD12 PSMD14 PSMD2 PSME2 PSME3 PTPRK PTTG3P PUF60 PUS1 QKI RAB5IF RABEPK RACGAP1 RAD51C RFC4 RND3 RPA3 RRM2 SCHIP1 SHCBP1 SLC16A1-AS1 SLC35F2 SMIM12 SOX4 SRXN1 STAG1 STK17A STUB1 STX10 SUGT1 SYNCRIP TACC1 TCF4 TFB1M TFPI2 TGFBI THBS1 TIPIN TK1 TMA7 TMPO TNPO1 TNS4 TPM1 TPRKB TRAPPC4 TRIP13 TTL TUBA1A TUBA1B TUBA1C TUBA4A TUBA4B TUBB2A TUBB4B TUBG1 TUFT1 UBE2D2 UBE2L3 UBE2N UBE2NL UROD USP6 VCAN VCL VSNL1 ZBED2 NAKAYAMA_FRA2_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAYAMA_FRA2_TARGETS BCL6 CDK2AP1 CHN1 CKAP2 CLEC2B CREBRF CTTN DBP DNAJB1 DUSP10 DUSP4 EIF4G3 F2R FBXO32 GPR18 GPRIN3 HSPA1B ING3 KLHDC7B KLHL24 LGMN LGR4 MDM2 MKRN1 MT1F MT1H MT2A MYB NR1D2 RBM33 RGS2 SDCBPP2 SGK1 SLC20A1 SLC30A1 SOX4 SPSB3 SQSTM1 TAGAP TFPI WIPF1 YTHDF3 ZFAND5 ZMAT3 NAKAYAMA_SOFT_TISSUE_TUMORS_PCA1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAYAMA_SOFT_TISSUE_TUMORS_PCA1_DN ACACB ADGRA3 ADGRL1 ADIPOQ ALDH5A1 APBA2 B3GAT1 CACNA1G CAP2 CAPN6 CITED1 COL2A1 COL4A5 COL9A3 CRABP1 CRLF1 CTAG1B CUX2 DLK1 ECHDC3 EDN3 EFNB3 EMX2 EPB41L4B EPHX2 FGF18 FGFR2 FGFR3 GP1BB GPC4 GPD1 GPM6B HIP1R HSD11B2 IGFBP2 ISYNA1 ITIH5 ITM2C KBTBD11 LHX2 LPL LRRN2 MAGEA9 MAGED4B MDFI NDN NEFH NELL1 NFIB NNAT NPTX2 NTRK2 OLFM1 PEG10 PEG3 PPP1R1A PRAME RAC3 RBP4 RET RHOD RIMBP2 RIPK4 SEMA6A SEZ6L2 SFRP1 SHANK2 SIM1 SIX1 SOX11 TAC1 TLE1 TLE2 TOX3 TRO WIF1 ZDHHC11 NAKAYAMA_SOFT_TISSUE_TUMORS_PCA1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAYAMA_SOFT_TISSUE_TUMORS_PCA1_UP AIF1 APOL1 ARHGAP15 BIN2 C1QA C1QB C1S C3 CCL13 CCL2 CCL5 CCN5 CD14 CD163 CD44 CD52 CFB CFH CSF1R CTSC CXCL10 CXCL9 DCN DOCK2 ECM1 EFEMP1 F13A1 FAP FCGR1A FCGR2A FCGR2B FCGR3A FHL2 GABBR1 GPNMB GZMA GZMK HLA-DPA1 HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB4 HSPA6 IFI30 IFI44L IGHA1 IGHG1 IGKC IGKV1D-39 IGLC2 IL4R ISG20 ITGAM ITGBL1 KYNU LILRB1 LUM LY96 LYZ MME MRC1 MS4A4A NCF4 NCKAP1L NNMT PLTP S100A4 S100A6 SERPINA1 SERPINE1 SIGLEC1 SLA SLAMF8 SLC15A3 SRPX2 THBS1 THBS2 TIMP1 TMEM176B TNFAIP6 TRAC TRBC2 VSIG4 NAKAYAMA_SOFT_TISSUE_TUMORS_PCA2_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAYAMA_SOFT_TISSUE_TUMORS_PCA2_DN ABCA8 ABCC6 ACACB ACKR1 ADH1B ADH1C ADIPOQ ADIRF AGT AKR1C1 AKR1C3 ANGPT1 ANGPTL4 AOC3 APOD AQP7 ASPA ATP1A2 BST2 C1orf115 CA4 CASQ2 CCL14 CD36 CEBPA CES1 CETP CFD CHRDL1 CLDN5 CLEC3B CTAG1B DUSP4 FABP4 FAM149A FOSB FZD4 G0S2 GPC3 GPD1 GPX3 GYG2 IFI44L IGF1 IGHA1 IGHG1 IGKC IGLC2 ITIH5 LIPE LMOD1 LPL MAOA MAOB MEST METTL7A MTARC1 NPR1 NPY1R NTRK2 P3H2 PALMD PCK1 PDK4 PLA2G2A PLAAT3 PLIN1 PPARG PPP1R1A PPP2R1B PTGER3 PTX3 RAPGEF3 RBP4 SELENBP1 SEMA3G SFRP1 SLC24A3 SLC7A10 SVEP1 TAC1 TFPI2 TIMP4 TNMD VIPR1 NAKAYAMA_SOFT_TISSUE_TUMORS_PCA2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAYAMA_SOFT_TISSUE_TUMORS_PCA2_UP AHNAK2 APLP1 ASPM BIRC5 BUB1 CCN4 CCNA2 CCNB1 CCNB2 CDC20 CDCA8 CDH11 CDH3 CDK1 CDKN3 CENPA CENPE CENPF CENPN CEP55 CKS2 COL11A1 COL2A1 COL9A3 CRABP1 CRLF1 DLGAP5 EFNA3 ENO2 ESPL1 FBN2 FGF9 FGFR3 FOXD1 FOXF2 FZD1 GLT8D2 GPSM2 GREM1 GTSE1 HJURP HMGA2 HMMR HS3ST3A1 INHBA KIF11 KIF20A KIF2C LEF1 MAGEA3 MCM4 MELK MICAL2 MKI67 MLLT11 MSX2 NCAM1 NCAPH NEK2 NPTX2 NRP2 NUSAP1 PBK PCLAF PITX1 PLP2 PRPH PSD3 ROR2 RRM2 SCG5 SHISAL1 SHOX2 SLC16A3 SLC7A5 SSX1 SSX2 SSX3 SSX4 SV2A TBL1X TNC TOP2A TPBG TPX2 TRPS1 UBE2C UBE2S WIF1 NAM_FXYD5_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAM_FXYD5_TARGETS_DN AGK APPBP2 ARL1 AXL CCL2 CRIPT EIF2S1 FERMT1 FTH1 FXYD5 HSPE1 MCCC2 MLF1 PDHA1 RNF11 SNRPD1 SRP72 UBE2W NATSUME_RESPONSE_TO_INTERFERON_BETA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NATSUME_RESPONSE_TO_INTERFERON_BETA_DN AGFG1 ANXA2 BAG1 CAPN1 CD6 CD63 CD70 CDKN1C COX4I1 COX6A1 COX6C CXCR1 E2F1 FTH1 FTL GAPDH GAS6 GSTO1 GSTP1 HINT1 IGFBP6 IL5RA LGALS1 MAPK6 MMP2 MNT NDUFB3 NFKBIA NR1H4 PIN1 PPP2CA PRDX1 PRDX6 RPLP1 RPS2 S100A2 SEC61B SHC1 SKP1 SLIRP SOD1 TMSB10 TNFRSF25 TP53I3 TPM2 TRAF3 TSHR TXN VDR XRCC5 YWHAQ NATSUME_RESPONSE_TO_INTERFERON_BETA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NATSUME_RESPONSE_TO_INTERFERON_BETA_UP AKT1 AMPD2 APAF1 BCL2L2 BCL3 CALM2 CASP7 CASP9 CDK13 CHST15 CLK2 CREM CXCL9 DDIT3 DNAJA1 DST EIF2AK2 ENO3 EPHB3 ETV4 FAS FASLG FGF10 FGF5 FGF9 FOSL2 GRB14 HLA-B HLA-C HRK HSP90B1 HSPA4 HSPA9 ICAM2 IFITM3 IFNG IGF2 IGFBP3 IGFBP5 IL11RA IL15RA IL18 IRF1 KDM5A MAP2K6 MAP3K14 MAPK1 MAPK10 MC4R MMP7 NCOR1 NFATC2 NFKB1 PDGFA PER2 PPARA PTPRZ1 RGS2 RPGR SFPQ STAT1 TFF1 TGFBR3 TIMP3 TLX1 TNFSF14 TP53 TP53BP2 TRAIP VCAM1 NEBEN_AML_WITH_FLT3_OR_NRAS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NEBEN_AML_WITH_FLT3_OR_NRAS_DN CCT8 CDC14A CYP2J2 HSPA5 KIF23 LDHB PKMYT1 RAC2 RPL28 RPS3 SERPINH1 WEE1 NEBEN_AML_WITH_FLT3_OR_NRAS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NEBEN_AML_WITH_FLT3_OR_NRAS_UP CDK20 CDK9 FOXA1 HBA2 HOXB5 LFNG MBD1 SMG1 NELSON_RESPONSE_TO_ANDROGEN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NELSON_RESPONSE_TO_ANDROGEN_DN BARD1 BCHE CDK8 CTBP1 DDC DPH1 FN1 MMP16 MYC PIK3R3 PRKD1 SCNN1A SDC4 SERPINI1 SLC29A1 ST7 TULP4 NELSON_RESPONSE_TO_ANDROGEN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NELSON_RESPONSE_TO_ANDROGEN_UP ABCC4 ABHD2 ACSL3 ACTN1 ADAMTS1 ADRM1 AKAP12 ALDH1A3 APPBP2 AZGP1 B2M B4GALT1 C1orf21 CAMKK2 CDC14B CPD DBI DCTN3 DHCR24 DNAJB9 ELL2 ELOVL5 FKBP5 GSR GUCY1A1 H1-0 HERC3 HES6 HMGCS1 HOMER2 HPGD HSD17B14 ID2 IDI1 INPP4B IQGAP2 ITGAV KLF4 KLK2 KLK3 KLK4 KRT19 KRT8 LIFR LMAN1 MAF MYL12A NDRG1 NKX3-1 ORM2 PALM2AKAP2 PDLIM5 PGM3 PHYH PIAS1 PLPP1 PMEPA1 PTPN21 RAB4A RBM10 SAT1 SCD SEC24D SELENOP SGK1 SLC26A2 SLC38A2 SMS SNAP25 SORD SPDEF SRP19 STEAP4 STK39 TMPRSS2 TNFAIP8 TPD52 TSC22D1 UAP1 UGDH UNC13B VAPA ZBTB10 NEMETH_INFLAMMATORY_RESPONSE_LPS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NEMETH_INFLAMMATORY_RESPONSE_LPS_DN ABCG1 ACADM APEX1 APOBEC1 AURKA CCNF CHEK1 COL11A2 FEN1 FOS GTF2I H1-0 HELLS HSPA4L ITGA4 LMO4 LYL1 MBP MKI67 MXI1 NUMB ORC5 RASSF5 RGS2 SCD SLBP SLC6A12 ST8SIA4 ZFP36L1 ZMAT3 NEMETH_INFLAMMATORY_RESPONSE_LPS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NEMETH_INFLAMMATORY_RESPONSE_LPS_UP ACSL4 ADAR APBB1IP ATF3 BCL2L1 BCL6B C3AR1 CASP4 CCL15 CCL3 CD44 CDKN1A CEBPD CFLAR CITED2 CLEC4D CLN3 DAB2 DEGS1 EIF1 ETF1 ETS2 FCGR2B FURIN GCH1 GK GLRX HCK HCLS1 HMGCR IER2 IER3 IFI16 IFRD1 IL1RL1 IL1RN IRGM JUND KPNA3 LCP2 LILRB4 LTB MAP2K1 MAPKAPK2 MARCKSL1 MLLT11 MSR1 MT2A MYADM MYO10 NFKB1 NFKBIA ODC1 PIP5K1B PML PNP PRKCD PTGS2 RCN1 RGS16 RHOC RNF11 SAP30 SAT1 SLC11A1 SLC20A1 SLC2A1 SLFN12L SLPI SQSTM1 SRGN STAT1 STK10 TAP1 TGFB1 TNF TNFRSF1B TNFSF9 TNIP1 TOP1 TPST1 TRIM25 TXNRD1 WSB1 NEWMAN_ERCC6_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NEWMAN_ERCC6_TARGETS_DN ADAMTS1 AEBP1 CCDC80 CDKN1A CEMIP CNTN3 COL11A1 FGF5 GABBR2 GALNT5 HAPLN1 ITGBL1 KCNK2 KRT34 LBH LNX1 LRCH2 MFAP5 NEAT1 NGF PAGE2 PAMR1 PODXL PSG5 PSG6 PSG9 PTGS1 RAB3B RECK RGS4 SCUBE3 SEPTIN11 SERPINE1 SGCD SLC1A1 SPATA18 SYNPO2 TAFA5 ZMAT3 NEWMAN_ERCC6_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NEWMAN_ERCC6_TARGETS_UP ABCB1 ALX1 CD24P2 CLDN23 CRACD CRIP1 CSTA CXCL2 CXCL8 DBF4 FABP5 GPAT3 HERC5 IFIT2 KYNU LITAF MYLIP PCSK5 PMAIP1 RGCC SLC25A40 SLC38A1 SLC7A11 SRI STEAP1 TNFAIP6 NGO_MALIGNANT_GLIOMA_1P_LOH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NGO_MALIGNANT_GLIOMA_1P_LOH ANXA2 ECHS1 ENO1 GAPDH HNRNPK HSPA5 P4HB PARK7 PGK1 RPSA SEPTIN2 STMN1 TPM3 TPM4 VIM NGUYEN_NOTCH1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NGUYEN_NOTCH1_TARGETS_DN AANAT ADSL APEX1 ASS1 BASP1 BET1 BRD2 CADM1 CCN1 CCNI CLIC1 COL11A2 COL7A1 CYP2E1 DAXX DYNC1H1 EEF1A1 ELL2 EPHA4 ERCC5 ETS2 EXT1 F3 FNDC3A GADD45B GARS1 GNB1 GTF2I HERPUD1 HPCAL1 HTRA2 HUWE1 IGF1R IL1R1 ITGA2 KLF10 KLF4 KLF5 LAMA5 LIMK2 MARCKS MGAT2 MTHFD2 MYC MYO1E NET1 NOP2 PBX3 PCDH7 PDE6A PNN PPIF PPP2R1B PSMB9 PSME4 PTGS2 PTPN13 RBMS1P1 REV3L RGS2 RING1 RPE SERP1 SERPINH1 SLC12A2 SLC12A4 SLC20A1 SMYD5 SRPK2 STC2 TARS1 TFAP2A TGM3 TIPARP TNFSF4 TP53 TP63 TRIO TRIP12 UBR4 USP22 XBP1 ZNF282 NGUYEN_NOTCH1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NGUYEN_NOTCH1_TARGETS_UP ABCC8 ANXA6 ARL6IP5 BRCA1 CANX CD4 CNTN1 COL18A1 COL4A6 F2R FLOT1 HDAC1 HMGCR ITGAV LAMB2 PCF11 PHB2 PTHLH RBP1 S100A13 SEC62 SFPQ SLC12A3 SLC4A3 STAT5A TAGLN TCAP NICK_RESPONSE_TO_PROC_TREATMENT_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NICK_RESPONSE_TO_PROC_TREATMENT_DN AHCYL1 ALOX5 ATP6V1A BRD1 CASP9 DYNC1LI1 EIF2S3 ERAP1 ERAP2 ETNK1 FLOT1 FUBP1 HDGFL3 ICAM1 ITPR2 ITPRID2 MAFF NFYC PRKAB1 RTF1 SPG11 TLK1 TMEM259 UBR5 ZFX ZNF665 ZSCAN32 NICK_RESPONSE_TO_PROC_TREATMENT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NICK_RESPONSE_TO_PROC_TREATMENT_UP CDC42SE1 CRELD2 ECHDC2 MGC16275 ZPBP NIKOLSKY_BREAST_CANCER_10Q22_AMPLICON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NIKOLSKY_BREAST_CANCER_10Q22_AMPLICON DLG5 EIF5AL1 KCNMA1 POLR3A PPIF RPS24 ZCCHC24 ZMIZ1 NIKOLSKY_BREAST_CANCER_11Q12_Q14_AMPLICON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NIKOLSKY_BREAST_CANCER_11Q12_Q14_AMPLICON AAMDC ACER3 ACTN3 ACY3 AIP ALDH3B2 ALG8 ANKRD13D ANO1 AQP11 ARRB1 B3GNT6 B4GAT1 BBS1 BRMS1 C11orf80 CABP2 CABP4 CAPN5 CARNS1 CCDC81 CCDC83 CCDC87 CCDC89 CCND1 CCS CD248 CD5 CD6 CDK2AP2 CHRDL2 CLCF1 CLNS1A CNIH2 CORO1B CPSF7 CPT1A CREBZF CTSF CTTN CYB561A3 DAGLA DDB1 DGAT2 DHCR7 DPP3 EED EMSY FADD FGF19 FGF3 FGF4 GAB2 GAL GDPD4 GDPD5 GPR152 GSTP1 HIKESHI IGHMBP2 INTS4 KCNE3 KCTD14 KCTD21 KLC2 KLHL35 KRTAP5-10 KRTAP5-11 KRTAP5-7 KRTAP5-8 KRTAP5-9 LRFN4 LRRC32 LTO1 MAP6 ME3 MOGAT2 MRGPRD MRGPRF MRPL11 MRPL21 MYEOV MYO7A NADSYN1 NARS2 NDUFC2 NDUFV1 NDUFV1-DT NEU3 NPAS4 NUDT8 OMP OR2AT4 P4HA3 PAK1 PELI3 PGA3 PGA4 PGA5 PGM2L1 PICALM PITPNM1 POLD3 POLD4 PPFIA1 PPME1 PPP1CA PPP1R32 PPP6R3 PTPRCAP RAB1B RAD9A RBM14 RBM4 RBM4B RCE1 RIN1 RNF169 RPS3 RPS6KB2 RSF1 SDHAF2 SERPINH1 SHANK2 SLC15A3 SLC29A2 SLCO2B1 SPCS2 SPCS2P4 SPTBN2 SSH3 SYT7 SYTL2 TBC1D10C TBX10 TENM4 TESMIN THAP12 THRSP TKFC TMEM109 TMEM126A TMEM126B TMEM132A TMEM134 TMEM138 TMEM151A TMEM216 TPCN2 TSKU USP35 UVRAG VPS37C VWCE WNT11 XRRA1 YIF1A ZDHHC24 NIKOLSKY_BREAST_CANCER_12Q13_Q21_AMPLICON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NIKOLSKY_BREAST_CANCER_12Q13_Q21_AMPLICON AGAP2 AVIL BEST3 C12orf56 CAND1 CCT2 CDK4 CNOT2 CPM CPSF6 CTDSP2 CYP27B1 DYRK2 EEF1AKMT3 FRS2 GNS IFNG IL22 IL26 KCNMB4 KICS2 LGR5 LRRC10 LYZ MARCHF9 MDM1 MDM2 METTL1 NUP107 OS9 PTPRB PTPRR RAB3IP RAP1B RAP1BL RASSF3 SLC35E3 TBK1 THAP2 TMEM19 TSFM TSPAN31 TSPAN8 XPOT YEATS4 ZFC3H1 NIKOLSKY_BREAST_CANCER_12Q24_AMPLICON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NIKOLSKY_BREAST_CANCER_12Q24_AMPLICON ANKLE2 CHFR DDX51 EP400 GALNT9 GOLGA3 MMP17 NOC4L P2RX2 PGAM5 POLE PUS1 PXMP2 SFSWAP ULK1 NIKOLSKY_BREAST_CANCER_14Q22_AMPLICON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NIKOLSKY_BREAST_CANCER_14Q22_AMPLICON DDHD1 ERO1A FERMT2 FRMD6 GNG2 GNPNAT1 GPR137C NID2 PSMC6 PTGDR PTGER2 RTRAF STYX TXNDC16 NIKOLSKY_BREAST_CANCER_15Q26_AMPLICON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NIKOLSKY_BREAST_CANCER_15Q26_AMPLICON ADAMTS17 ALDH1A3 ARRDC4 ASB7 CERS3 CHSY1 FAM169BP IGF1R LINS1 LRRC28 LRRK1 LYSMD4 MEF2A OR4F15 OR4F6 PCSK6 SELENOS SNRPA1 SYNM TARS3 TM2D3 TTC23 NIKOLSKY_BREAST_CANCER_16P13_AMPLICON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NIKOLSKY_BREAST_CANCER_16P13_AMPLICON ANTKMT ARHGDIG AXIN1 BAIAP3 C1QTNF8 CACNA1H CAPN15 CCDC78 CHTF18 CIAO3 CLCN7 CLDN6 CLDN9 CRAMP1 DECR2 ELOB EME2 FAHD1 FAM234A FBXL16 FLYWCH1 FLYWCH2 GFER GNG13 GNPTG HAGH HAGHL HBA1 HBA2 HBM HBQ1 HBZ HCFC1R1 HS3ST6 IFT140 IGFALS IL32 JMJD8 JPT2 KCTD5 KREMEN2 LMF1 LUC7L MAPK8IP3 MCRIP2 MEIOB METRN METTL26 MMP25 MPG MRPL28 MRPS34 MSLN MSLNL MSRB1 NDUFB10 NHERF2 NHLRC4 NME3 NME4 NOXO1 NPRL3 NPW NTHL1 NUBP2 PAQR4 PDIA2 PGAP6 PIGQ PKD1 PKMYT1 POLR3K PRR35 PRSS21 PRSS22 PRSS27 PRSS33 PTX4 RAB11FIP3 RAB26 RAB40C RGS11 RHBDF1 RHBDL1 RHOT2 RNF151 RPL3L RPS2 RPUSD1 SNRNP25 SOX8 SPSB3 SRRM2 SSTR5 STUB1 SYNGR3 TBL3 TELO2 THOC6 TMEM204 TNFRSF12A TPSAB1 TPSB2 TPSD1 TPSG1 TRAF7 TSC2 TSR3 UBE2I UNKL UQCC4 WDR24 WDR90 WFIKKN1 ZG16B ZNF205 ZNF213 ZNF598 ZSCAN10 NIKOLSKY_BREAST_CANCER_16Q24_AMPLICON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NIKOLSKY_BREAST_CANCER_16Q24_AMPLICON ACSF3 ANKRD11 APRT BANP C16orf74 CA5A CBFA2T3 CDH15 CDK10 CDT1 CENPBD1P CHMP1A COX4I1 CPNE7 CTU2 CYBA DBNDD1 DEF8 DPEP1 EMC8 FANCA GALNS GAS8 GAS8-AS1 GINS2 GSE1 IL17C JPH3 KLHDC4 MAP1LC3B MC1R MVD PABPN1L PIEZO1 PRDM7 RNF166 RPL13 SLC7A5 SNAI3 SPATA2L SPATA33 SPG7 SPIRE2 TCF25 TRAPPC2L TUBB3 VPS9D1 ZC3H18 ZCCHC14 ZFPM1 ZNF276 ZNF778 NIKOLSKY_BREAST_CANCER_17P11_AMPLICON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NIKOLSKY_BREAST_CANCER_17P11_AMPLICON ALDH3A1 ALDH3A2 B9D1 EPN2 MAPK7 MFAP4 RNF112 SLC47A1 SLC47A2 ULK2 NIKOLSKY_BREAST_CANCER_17Q11_Q21_AMPLICON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NIKOLSKY_BREAST_CANCER_17Q11_Q21_AMPLICON ABHD15 ACACA ALDOC ANKRD13B ASIC2 BLMH BLTP2 C17orf78 C17orf98 CACNB1 CASC3 CCL18 CCL2 CCL23 CCL3 CCL4 CCR7 CDC6 CDK12 CORO6 CPD CRYBA1 CSF3 CWC25 DDX52 DHRS13 DUSP14 EFCAB5 ERAL1 ERBB2 FAM222B FBXL20 FBXO47 FLOT2 FOXN1 GIT1 GJD3 GOSR1 GPR179 GRB7 GSDMA GSDMB HNF1B IGFBP4 IKZF3 KRT10 KRT10-AS1 KRT12 KRT20 KRT222 KRT23 KRT24 KRT25 KRT26 KRT27 KRT28 KRTAP4-1 KRTAP4-2 KRTAP4-3 KRTAP4-4 KRTAP4-5 KRTAP9-2 KRTAP9-3 KRTAP9-4 KRTAP9-8 LASP1 MED1 MED24 MIEN1 MLLT6 MRPL45 MSL1 MYO18A MYO1D NEK8 NEUROD2 NR1D1 NSRP1 NUFIP2 ORMDL3 PCGF2 PGAP3 PHF12 PIGS PIP4K2B PIPOX PLXDC1 PNMT PPP1R1B PROCA1 PSMB3 PSMD3 RAB34 RAPGEFL1 RARA RPL19 RPL23 RPL23A RPL23AP42 RSKR SARM1 SDF2 SEZ6 SLC13A2 SLC46A1 SLC6A4 SMARCE1 SOCS7 SPACA3 SPAG5 SRCIN1 SSH2 STAC2 STARD3 SUPT6H SYNRG TADA2A TAOK1 TBC1D29P TBC1D3F TCAP THRA TLCD1 TMEM98 TMIGD1 TNS4 TOP2A TP53I13 TRAF4 UNC119 WIPF2 ZPBP2 NIKOLSKY_BREAST_CANCER_17Q21_Q25_AMPLICON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NIKOLSKY_BREAST_CANCER_17Q21_Q25_AMPLICON AATK ABCA10 ABCA5 ABCA6 ABCA8 ABCA9 ABCC3 ABI3 ACOX1 ACSF2 ACTG1 AFMID ALYREF AMZ2 ANKFN1 ANKRD40 APOH APPBP2 ARHGDIA ARL16 ARMC7 ARSG ASPSCR1 ATP5MC1 ATP5PD AXIN2 B3GNTL1 B4GALNT2 BAHCC1 BAIAP2 BCAS3 BIRC5 BPTF BRIP1 BTBD17 C17orf58 C17orf67 C17orf80 C1QTNF1 CA10 CA4 CACNA1G CACNG1 CACNG4 CACNG5 CALCOCO2 CANT1 CASKIN2 CBX1 CCDC137 CCDC47 CCDC57 CD300A CD300C CD300E CD300LB CD300LD-AS1 CD300LF CD7 CD79B CDC42EP4 CDK3 CDK5RAP3 CDR2L CENPX CEP112 CEP131 CEP95 CHAD CHCT1 CHMP6 CLTC COG1 COIL COL1A1 COPZ2 COX11 CSH1 CSH2 CSHL1 CSNK1D CYBC1 CYTH1 DCXR DDX42 DDX5 DGKE DHX40 DLX3 DLX4 DNAI2 DUS1L EFCAB3 EME1 ENGASE EPN3 EPX ERN1 EVPL EXOC7 FAAP100 FADS6 FAM104A FAM117A FAM20A FASN FBF1 FDXR FN3K FN3KRP FOXJ1 FOXK2 FSCN2 FTSJ3 GALK1 GALR2 GDPD1 GGA3 GH1 GH2 GIP GNA13 GNGT2 GPR142 GPRC5C GPS1 GRB2 GRIN2C H3-3B HEATR6 HELZ HEXD HGS HID1 HLF HOXB1 HOXB13 HOXB2 HOXB3 HOXB4 HOXB5 HOXB6 HOXB7 HOXB8 HOXB9 HSF5 ICAM2 IGF2BP1 INTS2 ITGA3 ITGB4 JPT1 KAT7 KCNJ16 KCNJ2 KCTD2 KIF19 KIF2B LGALS3BP LIMD2 LINC00469 LINC00482 LINC01973 LINC02875 LLGL2 LPO LRRC37A3 LRRC45 LRRC59 LUC7L3 MAP2K6 MAP3K3 MARCHF10 MBTD1 MED13 METRNL METTL2A MIF4GD MILR1 MKS1 MMD MPO MRC2 MRPL12 MRPL27 MRPL38 MRPL58 MRPS7 MTMR4 MYCBPAP NACA2 NARF NAT9 NDUFAF8 NFE2L1 NGFR NHERF1 NME1 NME1-NME2 NME2 NOG NOL11 NOTUM NPLOC4 NT5C NUP85 NXPH3 OGFOD3 OR4D2 OTOP2 OTOP3 OXLD1 PCTP PDE6G PDK2 PECAM1 PGS1 PHB1 PHOSPHO1 PITPNC1 PNPO POLG2 PPM1D PPM1E PPP1R27 PPP1R9B PRAC1 PRKAR1A PRKCA PRR11 PRR15L PSMC5 PSMD12 PTRH2 RAB37 RAB40B RAC3 RAD51C RECQL5 RFNG RGS9 RNF157 RNF43 RNFT1 RPL38 RPS6KB1 RPTOR RSAD1 SAMD14 SAP30BP SCN4A SCPEP1 SDK2 SECTM1 SEPTIN4 SGCA SKA2 SKAP1 SLC16A3 SLC16A5 SLC16A6 SLC25A10 SLC25A19 SLC35B1 SLC38A10 SLC39A11 SMARCD2 SMG8 SMURF2 SNF8 SNX11 SOCS3 SOX9 SP2 SPAG9 SPATA20 SPOP SRP68 SSTR2 STRADA STXBP4 SUMO2 SUPT4H1 SYNGR2 TAC4 TACO1 TBCD TBX2 TBX4 TEPSIN TEX14 TEX19 TEX2 TIMP2 TK1 TLK2 TMC6 TMC8 TMEM100 TMEM104 TMEM105 TMEM92 TMEM94 TNRC6C TOB1 TOM1L1 TRIM25 TRIM37 TRIM47 TRIM65 TSEN54 TSPAN10 TSPOAP1 TTLL6 TTYH2 TUBD1 UBE2Z UNC13D UNK USH1G USP32 USP36 UTP18 UTS2R VMP1 WBP2 WDR45B WFIKKN2 WIPI1 XYLT2 YPEL2 ZACN ZNF652 ZNF750 NIKOLSKY_BREAST_CANCER_19P13_AMPLICON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NIKOLSKY_BREAST_CANCER_19P13_AMPLICON MYO9B NR2F6 OCEL1 USE1 USHBP1 NIKOLSKY_BREAST_CANCER_19Q13.1_AMPLICON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NIKOLSKY_BREAST_CANCER_19Q13.1_AMPLICON ZFP30 ZNF260 ZNF345 ZNF382 ZNF383 ZNF420 ZNF461 ZNF527 ZNF529 ZNF540 ZNF567 ZNF568 ZNF569 ZNF570 ZNF571 ZNF585A ZNF585B ZNF781 ZNF790 ZNF793 ZNF829 ZNF875 NIKOLSKY_BREAST_CANCER_19Q13.4_AMPLICON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NIKOLSKY_BREAST_CANCER_19Q13.4_AMPLICON CACNG6 CACNG8 NDUFA3 OSCAR PRPF31 TFPT VSTM1 NIKOLSKY_BREAST_CANCER_1Q21_AMPLICON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NIKOLSKY_BREAST_CANCER_1Q21_AMPLICON ADAM15 CELF3 CKS1B CLK2 DCST1 DCST2 DPM3 EFNA1 EFNA3 EFNA4 ENTREP3 FDPS FLAD1 GBA1 HCN3 KRTCAP2 LENEP LINGO4 MRPL9 MTX1 MUC1 OAZ3 PBXIP1 PKLR PMVK PYGO2 RORC RUSC1 RUSC1-AS1 SCAMP3 SHC1 SLC50A1 TDRKH THBS3 THEM4 THEM5 TRIM46 ZBTB7B NIKOLSKY_BREAST_CANCER_1Q32_AMPLICON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NIKOLSKY_BREAST_CANCER_1Q32_AMPLICON DYRK3 EIF2D FCAMR FCMR IKBKE IL10 IL19 IL20 IL24 MAPKAPK2 PIGR RASSF5 SRGAP2 NIKOLSKY_BREAST_CANCER_20P13_AMPLICON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NIKOLSKY_BREAST_CANCER_20P13_AMPLICON ADAM33 ADISSP ATRN CENPB GFRA4 HSPA12B SIGLEC1 SPEF1 NIKOLSKY_BREAST_CANCER_20Q11_AMPLICON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NIKOLSKY_BREAST_CANCER_20Q11_AMPLICON AAR2 ACSS2 CEP250 CNBD2 CPNE1 DLGAP4 DYNLRB1 EDEM2 EIF6 EPB41L1 ERGIC3 FAM83C GDF5 GGT7 GSS MAP1LC3A MMP24 MYH7B NCOA6 NFS1 PHF20 PIGU PROCR RBM12 RBM39 ROMO1 SCAND1 SPAG4 TP53INP2 TRPC4AP UQCC1 NIKOLSKY_BREAST_CANCER_20Q12_Q13_AMPLICON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NIKOLSKY_BREAST_CANCER_20Q12_Q13_AMPLICON ABHD16B ADNP ADRM1 APCDD1L ARFGAP1 ARFGEF2 ARFRP1 ATP5F1E ATP9A AURKA BCAS1 BCAS4 BHLHE23 BIRC7 BMP7 C20orf204 C20orf85 CABLES2 CASS4 CBLN4 CDH26 CDH4 CEBPB CHRNA4 COL20A1 COL9A3 CRMA CSTF1 CTCFL CTSZ CYP24A1 DIDO1 DNAJC5 DOK5 DPM1 EDN3 EEF1A2 FAM209A FAM209B FAM210B FAM217B FNDC11 GATA5 GID8 GMEB2 GNAS HELZ2 HMGB1P1 HRH3 KCNG1 KCNQ2 KCNS1 LAMA5 LIME1 LINC02910 LKAAEAR1 LSM14B MATN4 MC3R MIR1-1HG MOCS3 MRGBP MTG2 MYT1 NCOA3 NELFCD NFATC2 NKAIN4 NPBWR2 NPEPL1 NTSR1 OGFR OPRL1 OSBPL2 PARD6B PCK1 PCMTD2 PEDS1 PEDS1-UBE2V1 PFDN4 PHACTR3 PI3 PMEPA1 PPDPF PPP1R3D PRELID3B PREX1 PRPF6 PSMA7 PTK6 PTPN1 RAB22A RAE1 RBBP8NL RBM38 RBPJL RGS19 RIPOR3 RNF114 RPS21 RTEL1 RTF2 SALL4 SAMD10 SDC4 SEMG1 SEMG2 SLC17A9 SLC2A4RG SLC9A8 SLCO4A1 SLPI SNAI1 SOX18 SPATA2 SPO11 SRMS SS18L1 STK4 STMN3 STX16 SULF2 SYCP2 SYS1 TAF4 TCEA2 TCFL5 TFAP2C TNFRSF6B TOMM34 TP53TG5 TPD52L2 TSHZ2 TUBB1 UBE2V1 UCKL1 VAPB WFDC12 WFDC5 YTHDF1 YWHAB ZBP1 ZBTB46 ZFP64 ZGPAT ZMYND8 ZNF217 ZNF512B ZNF831 NIKOLSKY_BREAST_CANCER_21Q22_AMPLICON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NIKOLSKY_BREAST_CANCER_21Q22_AMPLICON ADARB1 C21orf58 COL18A1 COL18A1-AS1 COL6A1 COL6A2 DIP2A FTCD LSS MCM3AP PCBP3 PCNT POFUT2 SLC19A1 SPATC1L YBEY NIKOLSKY_BREAST_CANCER_22Q13_AMPLICON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NIKOLSKY_BREAST_CANCER_22Q13_AMPLICON ALG12 BRD1 CRELD2 HDAC10 IL17REL MAPK11 MAPK12 MLC1 MOV10L1 PANX2 PIM3 PLXNB2 SELENOO TRABD TTLL8 TUBGCP6 ZBED4 NIKOLSKY_BREAST_CANCER_5P15_AMPLICON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NIKOLSKY_BREAST_CANCER_5P15_AMPLICON AHRR BRD9 CCDC127 CEP72 CLPTM1L EXOC3 IRX2 IRX2-DT IRX4 LPCAT1 LRRC14B MRPL36 NDUFS6 NKD2 PDCD6 PLEKHG4B SDHA SLC12A7 SLC6A18 SLC6A19 SLC6A3 SLC9A3 TERT TPPP TRIP13 ZDHHC11 NIKOLSKY_BREAST_CANCER_6P24_P22_AMPLICON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NIKOLSKY_BREAST_CANCER_6P24_P22_AMPLICON CAP2 CD83 DEK FAM8A1 GFOD1 ID4 KDM1B KIF13A MBOAT1 MCUR1 NHLRC1 NOL7 NUP153 PHACTR1 RANBP9 RBM24 RNF144B RNF182 SIRT5 TBC1D7 TPMT NIKOLSKY_BREAST_CANCER_7P15_AMPLICON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NIKOLSKY_BREAST_CANCER_7P15_AMPLICON HOXA1 HOXA10 HOXA11 HOXA13 HOXA2 HOXA3 HOXA4 HOXA5 HOXA6 HOXA7 HOXA9 NIKOLSKY_BREAST_CANCER_7P22_AMPLICON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NIKOLSKY_BREAST_CANCER_7P22_AMPLICON ACTB ADAP1 AMZ1 AP5Z1 BRAT1 C7orf50 CHST12 COX19 CYP2W1 EIF3B FAM20C FBXL18 FOXK1 GET4 GNA12 GPER1 GPR146 GRIFIN INTS1 IQCE LFNG MAD1L1 MAFK MICALL2 MRM2 NUDT1 PAPOLB PSMG3 RADIL SLC29A4 SNX8 SUN1 TMEM184A TNRC18 TTYH3 UNCX WIPI2 ZFAND2A NIKOLSKY_BREAST_CANCER_7Q21_Q22_AMPLICON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NIKOLSKY_BREAST_CANCER_7Q21_Q22_AMPLICON AKAP9 ANKIB1 ARPC1A ARPC1B ASB4 ASNS ATP5MF AZGP1 BAIAP2L1 BET1 BHLHA15 BRI3 BUD31 CALCR CASD1 CDK14 CDK6 CFAP69 CLDN12 COL1A2 CPSF4 CYP3A4 CYP3A43 CYP3A5 CYP3A7 CYP51A1 DLX5 DLX6 DYNC1I1 FAM133B FAM200A FZD1 GATAD1 GJC3 GNG11 GNGT1 GTPBP10 HEPACAM2 KRIT1 LMTK2 LRRD1 MTERF1 NPTX2 OCM2 OR2AE1 PDAP1 PDK4 PEG10 PEX1 PON1 PON2 PON3 PPP1R9A PTCD1 RBM48 SAMD9 SAMD9L SDHAF3 SEM1 SGCE SLC25A13 SMURF1 TAC1 TECPR1 TFPI2 TMEM130 TRIM4 TRRAP VPS50 ZKSCAN1 ZKSCAN5 ZNF394 ZNF655 ZNF789 ZSCAN25 NIKOLSKY_BREAST_CANCER_8P12_P11_AMPLICON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NIKOLSKY_BREAST_CANCER_8P12_P11_AMPLICON ADAM18 ADAM2 ADAM32 ADAM9 ADGRA2 ADRB3 ANK1 AP3M2 ASH2L BAG4 BRF2 CHRNA6 CHRNB3 DDHD2 DKK4 EIF4EBP1 ERLIN2 FGFR1 FNTA GINS4 GOLGA7 GOT1L1 GPAT4 HGSNAT HOOK3 HTRA4 IDO1 IDO2 IKBKB KAT6A LETM2 LINC03042 LSM1 NKX6-3 NSD3 PLAT PLEKHA2 PLPBP PLPP5 POLB POMK POTEA RAB11FIP1 RNF170 SFRP1 SLC20A2 SMIM19 STAR TACC1 TCIM THAP1 TM2D2 TPT1P8 UNC5D VDAC3 ZMAT4 ZNF703 NIKOLSKY_BREAST_CANCER_8Q12_Q22_AMPLICON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NIKOLSKY_BREAST_CANCER_8Q12_Q22_AMPLICON ANKRD46 ASPH ATP6V1C1 AZIN1 BAALC CALB1 CCNE2 CDH17 CFAP418 CHD7 CHMP4C CIBAR1 CLVS1 CNBD1 COX6C CPQ CRISPLD1 CTHRC1 CYP7A1 DCAF13 DCAF4L2 DECR1 DPY19L4 ELOC ERICH5 ESRP1 EYA1 FABP4 FABP5 FABP9 FBXO43 FZD6 GDAP1 GDF6 GEM GGH GRHL2 HEY1 HNF4G IL7 IMPA1 INTS8 JPH1 KCNB2 KCNS2 KLF10 LACTB2 LAPTM4B LY96 MATN2 MMP16 MRPS28 MSC MTDH MTERF3 NBN NCOA2 NDUFAF6 NECAB1 NIPAL2 NKAIN3 NSMAF ODF1 OSGIN2 OSR2 OTUD6B PABPC1 PAG1 PDP1 PEX2 PI15 PIP4P2 PKIA PLEKHF2 PMP2 POLR2K POP1 PRDM14 PTDSS1 RAB2A RAD54B RALYL RBM12B RDH10 RGS22 RIDA RIMS2 RIPK2 RNF19A RPL30 RPL7 RPL7P9 RPSAP47 RUNX1T1 SBSPON SDC2 SDCBP SLC10A5 SLC25A32 SLC26A7 SLCO5A1 SNX16 SNX31 SPAG1 STAU2 STK3 STMN2 SULF1 TERF1 TMEM64 TMEM67 TMEM70 TP53INP1 TPD52 TRAM1 TRPA1 TSPYL5 TTPA UBE2W UBXN2B UQCRB VIRMA VPS13B XKR9 YTHDF3 YWHAZ ZBTB10 ZC2HC1A ZFAND1 ZFHX4 ZNF704 ZNF706 NIKOLSKY_BREAST_CANCER_8Q23_Q24_AMPLICON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NIKOLSKY_BREAST_CANCER_8Q23_Q24_AMPLICON AARD ADCK5 ADGRB1 AGO2 ANXA13 ARC ARHGAP39 ATAD2 BOP1 C8orf33 C8orf76 C8orf82 CCN3 CCN4 CHRAC1 COL14A1 COLEC10 COMMD5 CPSF1 CSMD3 CYC1 CYP11B1 CYP11B2 DENND3 DEPTOR DERL1 DNAAF11 DSCC1 EBAG9 EEF1D EIF3H ENPP2 ENY2 EPPK1 EXOSC4 EXT1 FAM83A FAM83H FAM91A1 FBXL6 FBXO32 FER1L6 FOXH1 GFUS GLI4 GML GPAA1 GPIHBP1 GPR20 GPT GRINA GSDMD HAS2 HGH1 HSF1 JRK KCNK9 KCNQ3 KCNV1 KIFC2 KLHL38 LINC02904 LRATD2 LRRC14 LRRC24 LY6D LY6E LY6H LY6K LYNX1 LYPD2 MAF1 MAFA MAL2 MAPK15 MED30 MFSD3 MROH1 MROH5 MRPL13 MTBP MTSS1 MYC NAPRT NDRG1 NDUFB9 NRBP2 NSMCE2 NTAQ1 NUDCD1 OPLAH PARP10 PHF20L1 PKHD1L1 PLEC PPP1R16A PSCA PTK2 PTP4A3 PUF60 PYCR3 RAD21 RECQL4 RHPN1 RNF139 RPL8 SAMD12 SCRIB SCX SHARPIN SLA SLC30A8 SLC39A4 SLC45A4 SLC52A2 SLURP1 SNTB1 SPATC1 SQLE ST3GAL1 SYBU TAF2 TATDN1 TBC1D31 TG THEM6 TIGD5 TMEM65 TMEM71 TMEM74 TNFRSF11B TONSL TOP1MT TRAPPC9 TRHR TRIB1 TRMT12 TRPS1 TSNARE1 UTP23 VPS28 WASHC5 ZC3H3 ZFP41 ZFTRAF1 ZHX1 ZHX2 ZNF16 ZNF250 ZNF251 ZNF34 ZNF517 ZNF572 ZNF623 ZNF696 ZNF7 ZNF707 NIKOLSKY_MUTATED_AND_AMPLIFIED_IN_BREAST_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NIKOLSKY_MUTATED_AND_AMPLIFIED_IN_BREAST_CANCER ADGRB1 AGAP2 AHRR AKAP9 ANK1 ARC ARFGEF2 ARFRP1 ARRB1 ATRN BLTP2 CACNA1G CACNA1H CHCT1 CHD7 CLPTM1L CSMD3 CSNK1D DCAF13 DGKE DNAH17 DYRK2 ENTREP3 EP400 FABP4 FAM217B FANCA FGFR1 GDF6 GGA3 GOLGA7 GRIN2C GSDMB HCN3 HEPACAM2 HOOK3 HOXA3 HOXA4 IKBKB JMJD8 KCNQ3 LPO MSLNL MYH7B MYO7A MYO9B NCOA6 NDUFA3 NID2 NSMCE2 NUFIP2 OR4D2 PANX2 PCNT PDCD6 PIGS PKHD1L1 POP1 PPM1E PUS1 RADIL RCE1 RGS22 RIMS2 RSKR SAMD9 SEPTIN4 SIGLEC1 SLC6A3 SLCO2B1 SPCS2 SPO11 SULF2 SYTL2 TAC4 TBK1 TESMIN TG THBS3 TRIM25 UBE2I UQCC1 UTS2R VPS13B ZCCHC14 ZCCHC24 ZFC3H1 ZFHX4 ZFP64 ZMIZ1 ZNF461 ZNF529 ZNF569 ZNF707 NIKOLSKY_OVERCONNECTED_IN_BREAST_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NIKOLSKY_OVERCONNECTED_IN_BREAST_CANCER ATF2 CRX CUX1 ETV5 FOXP2 HNF1A HOXA4 IRF8 MEF2C MYOD1 NFIX NFKB1 NFYC POU2F1 POU4F2 SOX15 STAT1 STAT4 TCF7L1 TP53 XBP1 NOJIMA_SFRP2_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NOJIMA_SFRP2_TARGETS_DN BCL2L1 BST2 CCND1 CD44 CGB3 CXCL5 DDX11 EGFR GAS2L1 GRN IFI44 IFITM1 IFNB1 IGFBP4 LEF1-AS1 MDM2 MET MMP7 MX1 PYCARD RAD21 SGPL1 STAT1 TACSTD2 TRIM14 TSPAN5 NOJIMA_SFRP2_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NOJIMA_SFRP2_TARGETS_UP BAG3 BTG1 CCN2 CD40 CIDEC CLK1 CLU CSF1 DEDD2 GADD45A GADD45B HSPA1A HSPA1B HSPA5 HSPA6 HSPA9 IKBKG IL24 INHBE JUN MXD1 NR4A3 PPP1R15A SFRP2 TNFAIP3 TNFRSF10D TNFRSF9 TNN TP53AIP1 TRIB3 VHL WARS1 NOURUZI_NEPC_ASCL1_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NOURUZI_NEPC_ASCL1_TARGETS ABTB2 ADCY5 ADGRF1 AMER3 ANO9 ARHGAP4 ATP2A3 ATP2C1 AVPR1B B3GNT8 BAIAP3 BEAN1-AS1 BEND7 BMP8A C14orf180 C1orf127 CABLES1 CAND2 CBLN2 CD300A CHGA CIB4 CNKSR3 CSF3R DBH-AS1 DEPTOR DLGAP1-AS2 DLL4 DMRTA2 DOK5 DSCAML1 DUSP6 EGR2 ELFN1-AS1 ELOVL3 ENSG00000253726 EPAS1 EPB41L4B EPHB1 EPOR EYA1 FAM167A FAM83A FBN3 FGF18 FOXB1 GFI1 GFRA4 GPR137B GPR142 GRID1 GRIN2C GRM4 GTSF1L HRC IGFN1 IL17C INSR JAKMIP1 KASH5 KCNK9 KIF26A KIFC3 KISS1R LGR5 LINC00511 LINC00954 LINC01134 LINC01234 LINC01250 LINC01267 LINC01276 LINC01346 LINC02870 LINC02907 LMO3 LOC102724323 LOXHD1 LOXL4 LPCAT1 LPIN1 LRRN4 LRTM2 MBOAT1 MFSD9 MGLL MICAL2 MIR153-2 MIR3164 MIR4257 MIR4641 MIR4689 MIR4740 MIR5008 MIR6075 MIR6081 MIR6772 MIR95 MMP16 MROH1 MUC5B MYLK-AS2 MYRIP NFATC2 NKAIN2 NPTX1 NRON NTSR2 NUP210 OPRD1 PAH PAX5 PAX9 PCBP3 PLXNA2 PLXND1 PNMA3 PROM1 PROSER2-AS1 PRSS38 RALYL RASGEF1A RASSF5 RET RIMS2 RNF183 SATB1 SCIN SEMA5B SFTA3 SH2D4B SLC26A9 SLC35D3 SLC35F3 SLC45A4 SLC6A20 SLC6A3 SLC6A6 SMPD3 SNAI3 SOBP SPATA13 SRL SSTR5 ST6GAL2 TFCP2L1 TMEM181 TMEM30B TMEM61 TMEM63A TNS1 TPO TRIM67 TTC7B-AS1 UTS2R WNT9A XKR6 ZACN ZNF621 NOUSHMEHR_GBM_GERMLINE_MUTATED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NOUSHMEHR_GBM_GERMLINE_MUTATED ASCL2 CDH19 CHAT DGKZ KCNV2 PIP4K2A RBAKDN SOX13 NOUSHMEHR_GBM_SILENCED_BY_METHYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NOUSHMEHR_GBM_SILENCED_BY_METHYLATION ACSS3 AQP5 ARMC3 B3GNT5 BIRC3 CA3 CABCOCO1 CBR1 CCNA1 CHI3L1 CHRDL2 CHST6 CNMD CRYGD CTHRC1 DYNLT5 EPHX2 F3 FABP5 FAM221A FKBP5 FLNC FMOD FZD6 G0S2 GJB2 ITGBL1 JHY LDHA LGALS3 LGALS8 MMP9 MTARC2 NMNAT3 OCIAD2 PAMR1 PDPN RAB36 RARRES1 RARRES2 RBP1 SEL1L3 SEMA3E SLC25A20 SLC35G2 SLC39A12 SPON2 TOM1L1 TRIP4 TTC12 NOUSHMEHR_GBM_SOMATIC_MUTATED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NOUSHMEHR_GBM_SOMATIC_MUTATED DST EIF2AK4 EPHB4 FGFR4 IDH1 LEMD3 MAPK7 TNFRSF10A TRPM3 NOUZOVA_METHYLATED_IN_APL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NOUZOVA_METHYLATED_IN_APL ADGRL3 ARRDC2 C6orf118 CADM1 CDH26 CFP COLGALT2 COMMD9 CPVL CTXN2 DNAJB5 EFNA5 ENTPD7 EPHA5 EPHA5-AS1 FBXO4 FLCN GAB1 GBF1 GDNF HAND1 HOXA1 HOXA7 HOXB13 IRX1 KCNA4 KLF11 LCOR LINC01012 LINC01230 LINC01305 MARK2 MCTS1 MIR1915HG MMP16 MTERF1 NIPAL3 NKX2-3 OSR1 PCDHGB6 PLA2G15 PUS10 RARB RRP15 RSPH4A RUNDC3B SBSPON SETBP1 SLC25A29 SLC7A8 SMCHD1 SSTR2 SUSD5 TAC1 TMED5 TRHDE TTBK1 UXS1 VPS37B VPS8 VSTM2A WNT5A ZNF180 ZNF304 ZNF582 ZNF582-DT NOUZOVA_TRETINOIN_AND_H4_ACETYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NOUZOVA_TRETINOIN_AND_H4_ACETYLATION ADAT1 AP3B1 ARL14EP ARPC4 ASTE1 BANF1 BBS4 BLZF1 CAMTA2 CAP1 CCDC174 CCNT1 CDC123 CDCA5 CDKAL1 CHMP2B CHMP4B CLPTM1 CNTROB COPS5 CWF19L1 CYREN DCTN4 DDX39B DEDD DLEU2 DMAC2 DPH3 EIF1AD EIF3H ENSA ERCC1 FBXO38 FBXO38-DT FGF13 FLCN GOLGB1 GOLT1B GORAB GOSR1 GOSR2 H2AC20 H2BC21 H4C5 HCK HOXA1 IP6K2 JPH1 KDM3A KNTC1 KRR1 LARP7 LETMD1 LINC00877 LINC02453 MARK2 MBD1 MCTS1 MED7 MIPOL1 MOV10 MPV17 MRPS18B MRPS31 MTPN MUL1 MYOF NAA20 NDUFA5 NECAP1 NEK11 NELFE NEPRO NME7 NOL6 NSRP1 NUDT2 NUDT5 NUP155 ORC4 OS9 OXNAD1 PDCD10 PNISR PNPT1 POP4 PPP2R3C PRRC2C PSMA3 PSMA6 PSMC4 RALY RARB RECQL RECQL5 RIN2 RNF20 RNPC3 RSRC2 SEC23B SELENOK SENP7 SERINC3 SERPINI1 SETDB1 SHCBP1 SKIC2 SLC26A6 SPAG7 SUPV3L1 TADA3 TBC1D32 THOC1 THRAP3 THUMPD3 TMEM87A TRAPPC1 TTI2 TXNL1 UBR1 UQCRC2 USP48 VPS37B VPS39 VPS41 WSB1 YTHDC1 ZBTB3 ZC3H4 ZFPL1 ZGRF1 ZMPSTE24 ZNF222 ZNF24 ZNF518A ZNF600 ZNF615 ZSCAN9 NUMATA_CSF3_SIGNALING_VIA_STAT3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NUMATA_CSF3_SIGNALING_VIA_STAT3 BLNK CCNE1 CEBPA FLI1 HBE1 HTR3A IL17RA ITGAL KIF3B MADCAM1 MAP2K7 MAP6 MECOM MKNK1 MST1R NINJ1 PTPN13 RORA RUNX1 SRPK1 TFRC NUNODA_RESPONSE_TO_DASATINIB_IMATINIB_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NUNODA_RESPONSE_TO_DASATINIB_IMATINIB_DN BAX CASP10 CASP2 CDK2AP1 CDKN1A IKBKB IKBKE STAT1 STAT5B STAT6 TNF TNFAIP3 XRCC2 NUNODA_RESPONSE_TO_DASATINIB_IMATINIB_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NUNODA_RESPONSE_TO_DASATINIB_IMATINIB_UP BCL2 CASP6 CASP7 CCNA2 CCND2 CCND3 CCNE1 CDC25A CDC25B CDC25C CDK13 CDK4 CDK5R1 CDK6 CDK8 CDK9 E2F3 E2F4 E2F5 GADD45B MCL1 MYC NFKB1 NFKBIA RAD50 RAD51 STAT3 XRCC3 XRCC4 NUTT_GBM_VS_AO_GLIOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NUTT_GBM_VS_AO_GLIOMA_DN ABCC8 AFAP1 AIMP2 ANGPTL2 APC2 API5 ASIC1 BCR CIRBP CRY2 EIF3E EIF3F ELMO1 FLRT1 GATD3 GRIK2 HIP1R ID1 KCNK3 NCAM1 OLIG2 PDE8B PDHX PFKM POLR2F PPIF PRPF6 RBM4B RPL23A RPL24 RPL27A RPL30 RPL36AL RPL4 RPL9P7 RPLP2 RPS13 RPS20 RPS6 TMEM97 TNK2 TNR UQCRB VDAC2 YIF1A ZMIZ1 NUTT_GBM_VS_AO_GLIOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NUTT_GBM_VS_AO_GLIOMA_UP AGL ANXA2 AP1S2 AQP4 BTN3A2 CAP1 CAPNS1 CAPZB CD74 CHL1 CLIC1 CLIC4 DCTD DDOST DYNLT3 FADS3 FLNA FZR1 GALNT2 GAP43 GPI HIPK1 HLA-F IGFBP5 ITGB4 LAMB2 LAPTM5 LDHA LHFPL2 LRRC41 MAOB MSN NUCB1 PIK3R2 PLEKHM2 RBBP4 RHOC SH3GLB1 SMOX STAT1 TAGLN2 TMED9 TMEM109 TMX1 TP53BP2 VIM NUYTTEN_EZH2_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NUYTTEN_EZH2_TARGETS_DN ABCB7 ABCC5 ABHD11 ABHD17C ABI2 ACADSB ACD ACOT13 ACOX3 ACTR1A ACYP1 ADCY9 ADD1 ADD3 ADGRG6 ADPRHL1 AFG3L1P AGBL5 AIF1L AIG1 ALDH18A1 ALDH3A2 ALG13 ALKBH5 ALYREF AMZ2 ANKRA2 ANKRD36B ANKRD53 ANP32A ANTXR1 AP2B1 APOC1 ARCN1 ARFIP2 ARHGEF10 ARHGEF16 ARHGEF39 ARL1 ARL6IP6 ARPP19 ASB9 ASGR1 ASPM ASRGL1 ATAD2 ATMIN ATP2C1 ATP6V0E2-AS1 ATP6V1C1 ATPAF1 AUH AURKA AURKB B3GNT5 BAG3 BANF1 BAZ1B BCAS4 BCL2L12 BCLAF1 BEND3 BFAR BFSP1 BGLAP BIRC5 BLM BLOC1S6 BORA BPNT2 BRCA1 BRCA2 BRD8 BRI3BP BTBD10 BUB1 BUB3 C11orf24 C12orf57 C1D C1orf112 C1orf131 C1orf198 C1orf43 C1orf56 C2orf15 C2orf69 C5 C5orf34 C9orf40 CAAP1 CACNB2 CAD CANX CASC3 CASP6 CASP9 CATSPER1 CBX7 CCDC136 CCDC138 CCDC14 CCDC153 CCDC90B CCM2 CCNA2 CCNB1 CCNB2 CCND1 CCNE1 CCNE2 CCNK CCT2 CCT4 CD320 CD46 CDAN1 CDC14B CDC20 CDC25A CDC25C CDC42 CDC45 CDC7 CDCA3 CDCA5 CDCA7 CDCA8 CDK1 CDK14 CDK2AP2 CDK5 CDK5RAP2 CDKN3 CDR2 CDT1 CENPA CENPE CENPF CENPH CENPI CENPJ CENPL CENPM CENPN CENPQ CENPS CENPU CENPW CEP131 CEP41 CEP43 CEP44 CEP55 CEP68 CEP97 CERK CERS6 CETN3 CFAP300 CGGBP1 CHAF1A CHTF18 CKAP2L CKS1B CLASP2 CLDN11 CLSPN CMAS CMC1 CMSS1 CMTM3 CMTM4 CMTM8 CNOT1 CNOT9 CNPY4 COCH COMMD4 COMMD6 COPZ1 COQ8A COX18 CPS1 CPSF3 CPT1C CREB3L4 CREBL2 CRIM1 CRLF1 CROCCP3 CRYZL1 CSE1L CSGALNACT1 CSTF3 CTSV CUL3 CUL5 CUX1 CYB5B CYB5R3 CYP1B1 CYREN DAZAP2 DCK DCP2 DCUN1D1 DDAH1 DDHD1 DDHD2 DDIAS DDX39B DEPDC1 DEPDC1B DHRS7B DHX33 DIDO1 DIPK2A DIS3L DKC1 DLGAP5 DLL3 DMAC2 DNA2 DNAH2 DNAJC22 DNAJC3 DNAJC8 DOCK8 DPH5 DPH6 DPY19L4 DPY30 DRAM2 DSCC1 DSN1 DTL DTWD1 DTYMK DYNC2I2 DYNLL2 DZIP3 E2F2 E2F8 ECT2 EDEM1 EFCAB11 EFCAB7 EFHC1 EHHADH EID2B EIF2AK1 EIF3J EIF4EBP2 ELOVL4 EMC9 ENOPH1 ENTPD4 EPAS1 EPB41L5 EPCAM EPHA2 ERCC6L ERGIC2 ERMARD ESCO2 ETFB ETV4 EXO1 EXOSC2 EXOSC3 EXOSC8 EZH2 F12 F2R F2RL1 FADS1 FAM107B FAM120AOS FAM131B FAM171B FAM200C FAM204A FAM234B FAM241A FAM83D FAM8A1 FANCA FANCD2 FANCE FANCG FANCI FBL FBXO21 FCHO1 FGFBP3 FGFRL1 FIBP FKBP5 FLOT1 FLVCR1 FMC1 FOXM1 FOXN3 FOXQ1 FRZB FUBP3 FUT1 FZD4 FZD6 GABPB2 GALK2 GAPVD1 GART GBA1 GBAP1 GBX2 GCHFR GDI1 GEMIN4 GEMIN6 GEN1 GGA2 GINS2 GINS4 GIT2 GJC1 GLCE GLIS3 GLT8D1 GMNN GMPR2 GNL1 GNPAT GOLIM4 GOLT1B GPAM GPANK1 GPATCH4 GPCPD1 GPD2 GPKOW GPR107 GPR161 GRK6 GTDC1 GTF2H1 GTPBP3 GTPBP4 GTSE1 GUCD1 GUSBP14 GYG1 H2AJ H2AX H2AZ2 H4C13 H4C2 H4C3 H4C4 HASPIN HAUS1 HAUS4 HAUS5 HAUS6 HAUS8 HCLS1 HDAC2 HEATR1 HES1 HIBCH HJURP HMBS HMGB1 HMGB2 HMGB3 HMGB3P27 HMGN5 HMMR HNRNPA3P1 HNRNPM HOOK1 HOOK2 HOXA3 HOXA9 HP1BP3 HPF1 HPRT1 HPSE HROB HS6ST2 HSBP1 HSD17B11 HSD17B2 HSD17B6 HSD17B7P2 HYLS1 ICE2 IDI1 IDNK IFI27L2 IFT27 IGIP IK IL1RAP IMPA2 IMPACT IMPDH1 IMPDH2 INHBB INPP4B INPP5F IPO5 IQGAP3 IRF2BP2 IRF5 ISCA2 ISCU ISOC1 ITGA1 ITGA6 ITGB1 ITGB3BP JAG1 JMJD4 KCNK1 KCNV1 KCTD2 KCTD3 KDM4D KHK KICS2 KIF14 KIF15 KIF18B KIF20A KIF20B KIF22 KIF23 KIF2C KIF3A KIF4A KIF9 KIFC1 KIZ KLHDC3 KLHL2 KLHL42 KLHL9 KNL1 KNTC1 KRT10-AS1 L3MBTL1 LAGE3 LAMP2 LARP1 LARP4B LARS2 LAT LAT2 LBHD1 LBR LEMD3 LEPROTL1 LIMD2 LIN9 LMNB1 LPGAT1 LRP12 LRP8 LRRC20 LRRCC1 LSM5 LXN LYPD5 LYRM2 LYSMD2 LZIC MAGEF1 MAGOHB MAIP1 MAL2 MALT1 MAN2B2 MANSC1 MAP2K6 MAP3K20 MAP3K3 MAP4K4 MAP7 MARCHF2 MBTPS1 MCM10 MCM2 MCM4 MCM7 MCM8 MCMBP MDC1 MDFIC MEAF6 MED30 MED7 MESP1 METTL15 METTL5 METTL7A MFSD6 MICAL2 MIF4GD MIGA1 MIS18A MIS18BP1 MKRN1 MLYCD MMS22L MND1 MPZL1 MRPL1 MRPL11 MRPL24 MRPL42 MRPL50 MRPL57 MRPS16 MRPS18B MRPS33 MRPS35 MRS2 MTBP MTFR2 MTIF3 MTMR4 MTMR6 MUC5AC MUTYH MYB MYBL1 MYH9 MYO19 NAA16 NAA20 NANOS1 NARS2 NASP NAXE NBR1 NCAPD2 NCAPD3 NCAPH NDC1 NDC80 NDE1 NDUFB10 NDUFB11 NDUFV2 NEBL NEFL NEIL3 NEK2 NEK9 NELFE NFIB NFU1 NFYA NIPAL3 NIPSNAP1 NLE1 NOC3L NOL3 NPM2 NR1H3 NR2C2AP NRXN3 NSD2 NSMCE2 NSUN7 NT5C NT5DC2 NUDCD1 NUDT1 NUDT21 NUDT22 NUF2 NUP155 NUP210 NUP37 NUP43 NUP88 NUP98 NUTF2 NXT1 OCEL1 ODF2 OIP5 OMA1 OPA1 ORC5 ORMDL2 OSGEPL1 OSGIN2 OTULINL OVOL2 P4HTM PABIR2 PACSIN1 PACSIN2 PAGR1 PAIP2B PAK2 PAK6 PAN2 PAPOLA PAPOLG PARD6A PARPBP PATJ PATZ1 PBK PBXIP1 PCDH18 PCDH20 PCGF5 PCK2 PCLAF PCMTD2 PCYOX1L PDCD2L PDGFRA PDSS2 PDZD8 PEBP1 PEX19 PHC1 PHF19 PHGDH PHLPP1 PHLPP2 PIGM PIGP PIH1D1 PIMREG PITPNC1 PITX1 PJA2 PLA2G7 PLCXD1 PLK1 PLPP6 PMF1 PNMA1 POC1A POFUT2 POLD1 POLR2G POLR3H POP4 POP5 POT1 PPARG PPM1A PPM1B PPP1CC PPP1R26 PPP1R35 PPP2R3B PPP2R5A PPP3CB PRAC1 PRC1 PREB PRELID3B PRIM1 PRKX PRMT1 PRPF40A PRPS2 PRPSAP1 PRR11 PRRT3 PRUNE1 PSD3 PSMB4 PSMG1 PSPH PSRC1 PTBP1 PTGES PTGFR PTGR2 PTK2 PTMA PTPN18 PTTG1 PTTG2 PURB PUS7 PWP2 PYCARD PYCR3 RAB11FIP4 RAB13 RAB31 RABEPK RABGGTB RAC1 RACGAP1 RAD18 RAD51 RAD51AP1 RAD51C RAD54B RAD54L RAMAC RAP2A RASSF2 RASSF5 RBBP5 RBM12 RBM38 RBM47 RBM8A RDM1 REC8 RECK RECQL4 REEP3 REEP4 RELN RFC4 RFC5 RFWD3 RGL3 RHBDL2 RIBC2 RIMBP3B RIPPLY3 RMDN1 RMI1 RMI2 RNASEH2A RNF138 RNF141 RNF182 RNF220 RNF32 RNF44 ROCK2 RPA3 RPAIN RPAP1 RPL13 RPL15 RPL18 RPL27 RPL29P31 RPL29P33 RPL34 RPL39L RPL5 RPL7A RPL7AP27 RPL9 RPP25L RPS10 RPS13 RPS15A RPS18 RPS3 RPS4X RPS6 RPS6KA4 RPS6KA5 RRM2 RRM2B RRP1B RRP7BP RTKN2 SAC3D1 SAE1 SASS6 SAYSD1 SBNO1 SCLY SDHAF3 SEC22C SEMA5A SERTAD2 SET SETD7 SGPL1 SH3D21 SHCBP1 SHMT1 SIDT1 SIRPA SKA2 SKA3 SKP1 SLC12A2 SLC13A5 SLC16A14 SLC16A4 SLC16A9 SLC25A11 SLC25A43 SLC26A2 SLC26A7 SLC27A2 SLC29A1 SLC2A4RG SLC30A5 SLC35B2 SLC39A7 SLC40A1 SLC43A3 SLC44A1 SLC45A3 SLC4A7 SLC52A3 SLC66A3 SLC7A1 SLC7A11 SLF1 SLX4IP SMC3 SMC4 SMCO4 SMIM7 SMIM8 SNAP23 SNAPC5 SNHG8 SNRPB SNW1 SOX7 SP100 SP3 SP5 SPA17 SPAG1 SPAG5 SPAST SPC24 SPC25 SPG7 SPINT1 SPON2 SPRY4 SPRYD4 SRBD1 SRF SRPRB SRSF8 SS18 SSBP2 SSRP1 SSX2IP ST6GAL2 STIL STIP1 SVBP SWI5 SYBU SYNC SYNE2 SYPL1 SYTL2 TACC3 TARBP2 TASP1 TBC1D1 TBC1D31 TBC1D8B TBL1X TBL1XR1 TBL1Y TBP TBXAS1 TCEAL1 TCEANC2 TCERG1 TCF19 TCF7L2 TCOF1 TDRKH TEDC1 TEDC2 TESMIN TEX30 TFAM TFDP1 TFRC TGFB1I1 TGOLN2 THADA THAP10 THAP5 THOP1 THYN1 TICRR TIGD2 TIMELESS TIMM10 TLK1 TM4SF1 TMA16 TMCO3 TMEM121 TMEM141 TMEM154 TMEM19 TMEM191A TMEM209 TMEM218 TMEM256 TMEM260 TMEM30B TMEM35A TMEM41A TMEM97 TMEM98 TMPO TMX3 TNFRSF19 TNIP2 TONSL TOP1MT TOP2A TOPBP1 TPRG1L TPX2 TRA2A TRAIP TRAPPC10 TREX2 TRHDE TRIAP1 TRIM13 TRIM23 TRIM29 TRIM37 TRIM4 TRMT5 TROAP TRPC1 TRPT1 TSC1 TSN TSPAN6 TTF2 TTK TUBGCP3 TWF2 TYMS TYMSOS UBE2B UBE2C UBE2I UBE2Q2 UBE2S UBE2T UBFD1 UBR7 UBXN7 UGGT2 UHRF1 UMPS URB1-AS1 USB1 USE1 USP12 USP36 USP37 UTP18 VAMP7 VAPA VCP VMA21 VPS26A VPS37B VSIG10 WDHD1 WDR33 WDR4 WDR5 WDR54 WDR76 WEE1 WIPI2 WNK4 WSB2 WWTR1 XK XRCC1 YIPF4 YIPF5 YWHAH YWHAQ ZBED4 ZCCHC9 ZDHHC13 ZDHHC17 ZFAND1 ZFTRAF1 ZGRF1 ZMYM2 ZNF165 ZNF177 ZNF185 ZNF326 ZNF334 ZNF365 ZNF430 ZNF493 ZNF544 ZNF587 ZNF644 ZNF680 ZNF721 ZNF839 ZWILCH ZWINT NUYTTEN_EZH2_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NUYTTEN_EZH2_TARGETS_UP ABCA13 ABCA5 ABHD13 ABL2 ABTB2 ACBD5 ACE2 ACOT2 ACTR3 ACYP2 ADAM17 ADAM8 ADAMTS14 ADAMTS6 ADAR ADGRL1 ADIPOR2 ADM ADRB2 ADSS2 AGPAT3 AGRN AGT AHNAK2 AHRR AIM2 AKIRIN2 ANGPTL4 ANK1 ANKFY1 ANKRD10 ANKRD30B ANKRD37 ANKRD46 ANPEP ANXA1 ANXA2 ANXA4 ANXA5 AP1AR AP1S2 AP3M1 APBB2 APC2 APLN APLP2 APOL2 APOL3 APOL6 APP AQP11 AQP3 ARF3 ARFGEF1 ARHGAP17 ARHGAP21 ARHGAP39 ARID5B ARL2BP ARL4C ARL5B ARL6IP1 ARMC8 ARMCX3 ARRDC3 ARRDC4 ASB2 ASIC1 ATF3 ATF5 ATG12 ATP1B1 ATP2A2 ATP6AP1 ATP6AP2 ATP6V1A ATP6V1G1 AXIN2 AZI2 B2M B3GNT2 B4GALT5 B4GALT6 BACE1 BACE2 BACH1 BACH2 BAG2 BAG4 BAIAP2 BANK1 BASP1 BATF2 BBC3 BBS5 BCL10 BDKRB1 BDNF BHLHE40 BIRC2 BIRC3 BLCAP BLZF1 BMF BMPR2 BNIP3 BRI3 BTN3A3 C11orf96 C15orf39 C15orf48 C1GALT1C1 C1R C1S C1orf116 C1orf54 C3orf52 C5orf15 C6orf141 CA12 CA13 CAB39 CALU CAP2 CAPRIN2 CARD17P CASP1 CASP7 CAST CCDC117 CCDC126 CCDC167 CCDC88A CCL20 CCL26 CCN2 CCN3 CCNJ CCNYL1 CCPG1 CCR1 CD24 CD44 CD47 CD58 CD59 CD69 CD83 CDC42 CDC42EP3 CDC42EP4 CDC42SE1 CDC42SE2 CDH11 CDKL5 CDKN1A CEACAM1 CEBPB CEMIP2 CEP19 CEP250 CEPT1 CFHR3 CFLAR CGREF1 CHMP5 CHST7 CHSY1 CISD2 CITED4 CKAP4 CLCN6 CLCN7 CLDN1 CLDN12 CLDN14 CLEC2B CLEC7A CLIC4 CLN5 CLTRN CMC1 CMTM1 CNIH3 CNRIP1 COBLL1 COL16A1 COL5A1 COL6A1 COLGALT2 COMMD10 COPS5 CORO1C CPA4 CPEB2 CPED1 CPNE8 CPQ CREB5 CSF1 CSF2 CTH CTSB CTSC CTTN CXCL1 CXCL10 CXCL2 CXCL8 CYB561 CYB5A CYB5R1 CYLD CYTH1 DAGLA DCAF5 DCBLD2 DCUN1D3 DCUN1D4 DCUN1D5 DDIT3 DDIT4 DDX60 DDX60L DEAF1 DENND1B DENND3 DENND5A DEPP1 DESI1 DGKD DHRS9 DIO3 DIPK1A DIS3 DLX2 DNAJA1 DNAJB4 DNAJB6 DNAJB9 DNAJC16 DNAL1 DNER DNMT3A DNMT3B DRAM1 DSE DTX3L DUS1L DUSP3 DYNC2I1 DYNLT1 DYRK3 E2F6 EDF1 EDN1 EEIG1 EFEMP1 EFHD2 EFNA5 EFR3A EGLN1 EGR1 EGR2 EHD1 EIF2AK2 EIF2S1 EIF4EBP2 EIF5 EIF5A2 ENDOD1 ENO1 ENTPD7 EPGN EPHA7 EPHB2 EPSTI1 ERAP1 ERAP2 ERRFI1 ESM1 ETS2 EVC FAM162A FAM210A FAM217B FAM3C FAS FASTKD2 FBXL2 FBXO36 FCHO2 FDX1 FERMT2 FGD6 FGF1 FGF5 FGF7 FGF7P6 FGFBP1 FHIP2A FIS1 FKBP1A FLCN FLRT3 FLVCR2 FMN2 FN1 FNBP4 FNDC3B FOXO1 FRMD5 FRMD6 FTH1P7 FTHL17 FTMT FUT11 FUT8 FYB1 FYTTD1 FZD5 FZD8 G0S2 GADD45A GALNT1 GALNT3 GAS6 GATA6 GBP2 GBP3 GBP4 GBP5 GCNT2 GCNT3 GDF15 GEM GFM2 GFPT2 GHR GJA1 GLB1 GLG1 GLIPR2 GLRX GLRX2 GMPR GNA13 GNAQ GNAZ GOLM2 GPER1 GPR155 GPR180 GPR37 GPR87 GPRC5B GPRC5C GPX1 GRB10 GRK5 GRPEL2 GTF2B GTPBP1 GULP1 GUSBP4 HCFC2 HERC5 HERC6 HERPUD1 HERPUD2 HIRA HIVEP1 HIVEP3 HK2 HLA-B HLA-C HLA-E HLA-F HLA-G HLA-H HLA-L HMGA2 HMGCS1 HMOX1 HOMER3 HRK HSF2BP HSP90B1 HSPA5 IARS1 ICAM1 ICMT ID2 IDS IFI16 IFI44 IFIH1 IFIT5 IFITM1 IFNB1 IGFBP3 IL15RA IL1B IL1RAPL1 IL24 IL32 IL4I1 IL6 IL6R IL6ST INHBA INSIG2 IRF1 IRF2 IRF6 ISG20 ITGB5 ITIH5 ITM2C JAK2 JARID2 JAZF1 JPT1 JUN JUNB KBTBD8 KCNAB2 KCNB1 KCNQ1 KCTD1 KCTD10 KCTD8 KDM3A KDM4C KIAA0040 KIAA0513 KIAA1191 KIAA1217 KIF1B KITLG KLC1 KLF3 KLF4 KLF6 KLHL20 KLHL21 KLHL4 KLK10 KMO KPNA5 KRR1 KRT34 KRTAP1-5 KRTAP3-1 L3HYPDH LACTB LAMA3 LAMB3 LAMC2 LAMP2 LAMP3 LANCL1 LAP3 LARP6 LCOR LDAF1 LDHA LGALS3 LGALS8 LGALSL LGMN LHFPL6 LIMA1 LIMK1 LIPA LMO2 LNPEP LNPK LOXL1 LPXN LRATD1 LRFN3 LRPAP1 LRRC8A LSS LUM LYST LZTFL1 MAB21L4 MAEA MAL MALL MAN1A1 MAP1B MAP2 MAP2K1 MAP3K13 MAP3K14 MAP7D2 MAPK6 MARCHF4 MARCKS MARVELD2 MAT2B MATN2 MATN3 MAX MCL1 MCU MCUB MECP2 MEIS2 MEST MFAP1 MFSD1 MFSD12 MFSD14A MGAT2 MGLL MIA3 MILR1 MIR22HG MKX MLKL MMAA MMP13 MMP3 MMP7 MOB3C MORC3 MOSPD1 MOXD1 MRAS MREG MRPS24 MRPS25 MRPS30 MSI1 MSRA MT1A MT1B MT1E MT1G MT1M MT1X MT2A MVP MX1 MX2 MXD1 MXI1 MXRA7 MYADM MYBBP1A MYD88 MYEOV MYO1E NAMPT NBN NCF2 NCK1 NCOA3 NCOA7 NCS1 NDRG1 NDUFA12 NECAB1 NECTIN3 NEK6 NEMP1 NETO2 NEURL1 NEXN NFAT5 NFE2L1 NFKBIA NFKBIE NHLRC3 NIBAN2 NID2 NIN NINJ1 NIPSNAP2 NIPSNAP3A NLRP3 NMI NMRK1 NMT1 NOCT NOG NPTX1 NR1D1 NR2F2 NR3C2 NREP NRP1 NT5C2 NT5C3A NT5E NTN4 NUAK1 NUP62 NUP98 NXPE3 NXT2 OAS1 OAS3 OASL OAZ2 OGFRL1 OGT OPTN OSTC OSTCP1 OSTM1 OVOL1 OXCT1 OXSR1 OXTR P4HA1 P4HA2 PABPC5 PAFAH1B1 PALS1 PAM PANX1 PAPLN PAQR3 PAQR5 PAQR7 PARP12 PARP14 PARP8 PARP9 PBX3 PCDH7 PDK1 PDP1 PEA15 PELI3 PFKFB2 PFKFB4 PHF11 PHF20L1 PHLDA2 PHLDB2 PHTF1 PI3 PIGZ PIK3CA PIK3CB PIP4K2A PIP4P2 PITPNB PKIA PKIB PLA1A PLA2G4A PLAAT2 PLAGL1 PLAT PLD6 PLEK2 PLEKHA3 PLEKHA4 PLEKHA7 PLK2 PLOD2 PLSCR1 PLXNA1 PLXNB2 PMAIP1 PML PNO1 PNPT1 PNRC1 POC1B PODXL POLK POMGNT2 PON2 PORCN PPFIA4 PPIC PPIF PPM1K PPP1CB PPP1R3F PPP2CA PPP2R5B PPP3CC PPT2 PRDX1 PRKAB2 PRKCE PRNP PROP1 PRRG1 PRSS35 PSEN2 PSKH1 PSMB8 PSMB9 PSME2 PSMF1 PTBP2 PTGS2 PTP4A2 PTPN1 PTPRF PTPRR PTX3 PUDP PXK QDPR QKI QSOX1 RAB27B RAB42 RAB8B RABEP1 RANBP3 RASGRP3 RBBP6 RBM11 RBM25 RBMS3 RBPJ RBSN RCAN1 RCN2 RESF1 RETSAT REV3L RFTN1 RGL1 RGMB RGS20 RGS4 RHOC RHOQ RHOU RIGI RIPK2 RLF RND3 RNF114 RNF149 RNF2 RNF7 RNMT ROBO1 ROBO4 ROR1 RP2 RPL23AP82 RPN2 RPS6KA3 RPS6KC1 RPUSD4 RRAD RRAS2 RRBP1 RTCA RTP3 RTP4 RUNX2 S100A4 S1PR1 SAA1 SAMD9 SAMD9L SAMHD1 SAP18 SAR1A SAT1 SCARB1 SCARB2 SCHIP1 SCP2 SEC24D SECISBP2 SECTM1 SELENOT SELENOW SEMA3A SEMA3D SEMA7A SERP1 SERPINB2 SERPINB7 SERPINE1 SERPINE2 SERPINI1 SERTAD1 SERTAD4 SETBP1 SGK1 SGMS1 SGPP1 SH2D5 SHANK2 SHC3 SHFL SHISA2 SIPA1L3 SLC15A3 SLC15A4 SLC16A2 SLC16A3 SLC16A7 SLC18B1 SLC1A3 SLC22A4 SLC22A5 SLC25A28 SLC25A36 SLC2A1 SLC2A13 SLC31A2 SLC35F3 SLC37A2 SLC37A3 SLC39A13 SLC44A2 SLC4A4 SLC9A9 SLFN5 SLIT2 SMAD1 SMYD3 SNX21 SNX9 SOAT1 SOCS1 SOCS5 SOD2 SORCS2 SP100 SP140 SP140L SPAG9 SPATS2L SPEF2 SPHK1 SPIN4 SPINK1 SPINK6 SPRED1 SPSB1 SPTLC1 SPTSSA SQOR SQSTM1 SRD5A1 SRPX2 SRXN1 ST3GAL6 STARD4 STAT1 STAT2 STC2 STEAP1 STK39 STK40 STOM STRIP1 STT3B STX3 STX6 STYK1 SUB1 SUGP2 SUSD4 SYNC SYNE1 SYNE3 SYNJ2BP TAB2 TANK TAP1 TAPBP TBC1D19 TBC1D7 TBK1 TCAIM TCF20 TCF4 TCF7 TDRD7 TEKT4 TENT2 TENT5A TFG TFPI2 TGFB3 TGFBI TGFBR2 TGM2 THAP2 THBS1 THEMIS2 THSD1 THUMPD2 TICAM1 TK2 TLE4 TLR2 TLR3 TM2D3 TMC8 TMCC1 TMED10 TMED5 TMEM106B TMEM109 TMEM117 TMEM127 TMEM129 TMEM131 TMEM132A TMEM140 TMEM145 TMEM14C TMEM254 TMEM38B TMEM41B TMEM45A TMEM47 TMEM63B TMEM64 TMEM87A TMEM9B TMTC2 TNC TNFAIP3 TNFAIP8 TNFSF10 TNIK TNKS1BP1 TOR1AIP2 TP53BP2 TPBG TPCN1 TPGS2 TPI1 TPM1 TRAF1 TRANK1 TRIM14 TRIM21 TRIM22 TRIM25 TRIM47 TRIM5 TRIM58 TRIM6 TSC22D2 TSPAN2 TSPAN3 TSPAN8 TSPAN9 TTC13 TTC19 TTC7B TUBB2A TXNDC15 TXNIP TYMP UAP1 UBE2E2 UBE2L6 UBFD1 UBL3 UBP1 UBXN2A UCHL3 USP15 USP18 USP41 USP42 USP6 UST VAMP4 VASN VEGFA VEGFC VEZT VGLL4 VSTM2L WARS1 WASHC4 WBP1L WDFY1 WDR1 WDR26 WDR36 WDR41 WFDC3 WNT4 WWC2 XAF1 XKR8 XRCC4 XRN1 YOD1 YWHAZ ZBTB1 ZBTB34 ZBTB47 ZC3H12C ZC3HAV1 ZCCHC2 ZDHHC21 ZDHHC3 ZFAND2A ZFHX3 ZFHX4 ZFP36L1 ZFP36L2 ZFYVE26 ZHX1 ZMIZ2 ZNF121 ZNF302 ZNF395 ZNF404 ZNF586 ZNF614 ZNF654 ZNF704 ZNFX1 ZSCAN32 NUYTTEN_NIPP1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NUYTTEN_NIPP1_TARGETS_DN AAGAB AAMP AASDHPPT ABCA1 ABCC3 ABCG1 ABHD13 ABHD3 ACAA1 ACER3 ACKR3 ACOX1 ACSL3 ACTB ACTG1 ADAM9 ADAT1 ADGRF1 ADGRG1 ADGRG6 ADI1 ADIRF ADORA2B AFG3L1P AGMAT AGR2 AHNAK AIF1L AJUBA AKT1S1 ALDH1A3 ALDH5A1 AMFR AMMECR1 ANAPC16 ANKRD17 ANKRD53 ANLN ANO1 ANO6 ANP32A ANP32E ANPEP ANTXR1 ANTXR2 ANXA3 AP2B1 AP3M1 APH1A APIP APOLD1 ARF4 ARHGAP28 ARHGAP42 ARHGEF16 ARID1A ARL1 ARL6IP6 ARNT ARPP19 ARSJ ARSK ASAP1 ASPH ATF5 ATG13 ATP11B ATP13A3 ATP2A2 ATP2A3 ATP2C2 ATP6V1A ATP6V1G1 ATPAF1 AURKA B3GNT3 B4GALT1 B4GALT6 BAG5 BIK BMP2K BMPR2 BORCS7 BRD4 BRWD1 BTBD3 BTG3 C18orf54 C3orf38 C5 C5orf15 CALB1 CAMK2N1 CAPZA1 CAPZA2 CARD9 CASP3 CASP9 CAST CAV1 CAV2 CBR3 CCDC47 CCDC50 CCDC86 CCDC91 CCND1 CCNG2 CCNJL CCNY CDH11 CDK2AP1 CDK2AP2 CDK6 CDK7 CDKN1C CDKN2C CDS1 CEACAM1 CEACAM6 CEMIP CEP41 CEP97 CERS6 CHPT1 CHRM2 CHRM3 CHRNA5 CILK1 CKB CLINT1 CLOCK CLSPN CMPK1 CMTM4 CMTM6 CNEP1R1 CNTNAP3B COCH COL2A1 CPSF6 CPT1A CREBL2 CRIP1 CRIPT CRK CRTAP CTHRC1 CTSZ CUL3 CUL5 CUX1 CWC27 CWF19L1 CXCL5 CXXC5 CYB5R1 CYP1B1 DAG1 DBNDD2 DCP1A DCP2 DCTPP1 DCXR DDIAS DDR1 DDX39A DENND2A DENR DEPDC1B DHCR24 DHRS3 DHTKD1 DICER1 DIMT1 DIPK2A DLC1 DNAJA1 DOCK11 DOK7 DPM3 DPYSL2 DSTN DUSP5 DYNC2I2 E2F8 ECT2 EEF1AKMT2 EEPD1 EHBP1L1 EHF EHMT2 EIF4G2 EIF5A ELAVL1 ELF3 ELMOD2 ELOC EMC9 ENC1 ENTPD3 ENTPD4 EPAS1 EPB41L4B EPCAM EPHA2 EPHB3 EPHX1 EPN3 ERC1 ERGIC2 ERLIN1 ERLIN2 ERO1A ESAM ESYT2 ETV4 EXOSC2 EXPH5 F2R FAF2 FAIM FAM111B FAM114A1 FAM120A FAM131B FAM20A FAM220A FAM89A FAM89B FBXL3 FBXO21 FBXO5 FER FFAR4 FGFBP1 FGFRL1 FIBP FITM2 FNBP1 FOXA1 FOXM1 FOXN3 FOXQ1 FSCN1 FUBP1 FUCA2 FUT4 FZD4 GABPB2 GALNT10 GALNT2 GALNT3 GALNT4 GALNT7 GBX2 GCAT GCH1 GCHFR GFM1 GGCX GID8 GINS3 GIPC1 GJB2 GK GLI3 GLUD1 GMCL2 GNA11 GNAI1 GNAI2 GNAS GNB5 GOLGA1 GOLGA2 GOLGA3 GOLT1B GPR107 GPR157 GPR161 GPR68 GPRC5A GPRC5B GRHL2 GRK6 GSKIP GTDC1 GTPBP6 H2AX H2AZ2 HDGF HEXIM1 HIPK1 HMGA2 HMGB2 HMGCR HMGN4 HMMR HNRNPA0 HOXA10 HOXA13 HOXB13 HPRT1 HPSE HS3ST5 HSD17B2 HTT HUWE1 IER5L IGF2BP2 IGFBP6 IGSF8 IL17RC IL6R IL6ST IMPA1 IMPA2 INAVA INF2 INHBB IPO5 IQCK IQSEC1 ISYNA1 ITGA3 ITPKA JADE2 JMJD4 JUP KAT2B KAZALD1 KCNJ2 KCNK1 KCNN4 KCTD20 KCTD5 KDELR2 KDSR KEAP1 KHK KIAA0319L KIAA1958 KIAA2013 KIF20A KIF2A KIF4A KLF11 KLF2 KLF5 KLHL5 KMT5A KPNB1 KREMEN2 KRR1 KRT18 KRT18P55 KTN1 LAMA5 LAMC1 LAMP2 LARP4B LBR LCN2 LEPROT LEPROTL1 LHX2 LIMCH1 LIMD2 LMBR1 LMNB1 LOXL4 LPGAT1 LPP LRATD1 LRATD2 LRP10 LRRC14 LRRC58 LRRC8A LSR LTBR LYPLA1 LYRM7 LYSMD3 LZIC MACROH2A1 MAFF MAGED1 MAGT1 MAK16 MAL MALL MALT1 MAN2A1 MAP2K4 MAP3K14 MAP3K2 MAP4K4 MAPK13 MAPK6 MARCHF5 MARCHF6 MBNL2 MBOAT2 MCAM MCFD2 MCM6 MDK MED1 MED30 MEX3D MFSD6 MID1IP1 MIR1915HG MIRLET7BHG MIS18A MISP MKI67 MKNK2 MND1 MPDU1 MTARC1 MTMR9 MUC5AC MXD1 MXI1 MYL6 MYO1C MYO1D N4BP2 NAA15 NACC1 NANOS1 NCBP1 NCEH1 NCOA1 NCOA6 NDFIP2 NEBL NECAP2 NF2 NFATC3 NFYB NGEF NHERF1 NIBAN1 NIPAL3 NKAPD1 NLRP3 NMD3 NMNAT2 NMT2 NNT NOTCH1 NPTX1 NR1D2 NR2F2 NRBF2 NSD2 NSF NT5DC2 NUCKS1 NUDT15 NUDT16L2P NUDT21 NUDT4 NUDT8 NUP160 NUP210 NUP50 OCIAD1 ORAI2 ORC4 ORMDL2 OSBP2 OSBPL11 OSBPL2 OSBPL3 OSGEP OTULINL P4HB PABPC1 PABPC3 PACSIN2 PAK1IP1 PAK2 PAPOLA PAQR8 PARD6G PARP8 PARVA PATZ1 PBX1 PBXIP1 PCDH18 PCDH20 PCGF3 PCMTD1 PCSK9 PDCD10 PDCL PDE4A PDGFB PDIK1L PDXK PDZD8 PECAM1 PEX19 PFAS PHACTR3 PHAX PHC2 PHF19 PHLDA1 PHLDA2 PHLDA3 PHTF1 PIDD1 PINK1 PIP5K1A PIR PJA2 PKD2 PLA2G7 PLCD3 PLCE1 PLCL2 PLCXD1 PLEKHF2 PLP2 PLPP6 PLXND1 PNPLA2 POLA1 POLR2L PPP1CB PPP1R8 PPP2CB PPP2R1B PPP6C PRDX3 PREX1 PRICKLE1 PRKAR1A PRMT2 PRPS1 PRPS1L1 PRPS2 PRPSAP1 PRR11 PRR15 PRRT3 PRTFDC1 PSMD12 PTBP1 PTGES PTN PTTG1IP PUM2 PURB PYCARD PYGB QSOX1 RAB10 RAB18 RAB27A RAB3D RAB4A RAC2 RAD23B RAD51C RAI14 RALBP1 RALGAPA2 RANBP9 RAP2A RAP2C RB1CC1 RBM12 RBM18 RBM3 RBP4 RCAN3 RCC2 RCN1 RDH10 REEP3 REEP4 RGS10 RHOF RIF1 RIOK3 RNF11 RNF13 RNF138 RNF141 ROBO1 ROCK2 ROR1 RPS6KA4 RPS6KA5 RPS6KB1 RRM2 RRP1B RRP7BP RTN4 RUNX1 RYBP S100A10 S100P SAPCD2 SCARA5 SCIN SCOC SCPEP1 SCRN1 SDC1 SDF4 SDR16C5 SEC14L1 SEC16A SEC23A SEC61A1 SEC62 SEL1L SEMA5A SEPHS2 SEPTIN2 SERBP1 SERINC1 SERINC2 SERPINH1 SESN1 SETD7 SFXN1 SGCB SGPP1 SH2B3 SH3BGRL3 SHB SHROOM2 SIKE1 SIX4 SKI SLAIN1 SLAIN2 SLC12A2 SLC12A6 SLC16A1 SLC16A14 SLC16A4 SLC16A9 SLC1A1 SLC20A1 SLC25A24 SLC25A39 SLC25A4 SLC2A4RG SLC35B2 SLC35D2 SLC35E1 SLC35F5 SLC35F6 SLC36A4 SLC37A2 SLC38A2 SLC40A1 SLC43A3 SLC44A1 SLC48A1 SLC4A11 SLC7A1 SLC9A6 SLF1 SLFN11 SLMAP SLPI SMARCA2 SMC1A SMPD1 SMS SMU1 SNAPC1 SNTB2 SNX10 SORBS3 SOX21 SP3 SPAST SPDEF SPINT1 SPINT2 SPRY4 SPRYD7 SPTLC2 SPTSSB SREK1IP1 SRPRA SS18L2 SSB SSPN SSX2IP ST3GAL1 STARD3NL STEAP3 STING1 STK10 STK39 SURF4 SUSD3 SVIP SYK SYNE2 SYNJ2BP TAB3 TACC1 TAPT1 TBL1X TBL1XR1 TBL1Y TBX2 TCEA3 TCF19 TCF3 TCF7L2 TDP2 TENT5C TET1 TFF1 TFF2 TFPI2 TGFB1 TGFB2 TGOLN2 THAP5 TLCD3A TLE5 TM7SF2 TMCC1 TMCO3 TMED10 TMED4 TMED7 TMEM106C TMEM121 TMEM126B TMEM154 TMEM184A TMEM184B TMEM203 TMEM245 TMEM41B TMEM45B TMEM59 TMEM92 TMEM97 TMPO TMPRSS2 TMTC1 TMTC4 TNFAIP8L1 TNS4 TOMM20 TPD52L2 TPRG1L TPRKB TRERF1 TRIM2 TRIM29 TRIM33 TRIM8 TRMT5 TRPC4AP TSPAN5 TSPYL1 TTC38 TTC9C TTYH2 TTYH3 TUBA4A TUBA4B TUBB1 TUBB4A TUBB4B TUBB6 TUBB8 TULP4 TXNIP TYMS UBALD2 UBE2D4 UBE2G2 UBE2M UBE2N UBE2Q2 UBE2W UBR7 UCP2 UGDH UHRF1 ULK1 USF3 USP37 VASH2 VASN VCL VEGFA VMA21 VPS26A VSIG10 VSTM2L WDR37 WDR72 WDR76 WDR93 WFIKKN1 WNT4 WSB2 XIAP XK XPO4 YAF2 YME1L1 YWHAG ZBED1 ZBTB2 ZBTB38 ZCCHC14 ZDHHC17 ZMPSTE24 ZNF106 ZNF302 ZNF326 ZNF367 ZNF473 ZNF503 ZNF518B ZNF639 ZNF702P ZNF706 ZNF71 ZNRF1 ZRANB1 ZYX NUYTTEN_NIPP1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NUYTTEN_NIPP1_TARGETS_UP ABCC9 ABITRAM ACOT2 ACTG2 ACYP1 ACYP2 ADAMTS13 ADAMTS14 ADAMTS6 ADAT2 ADGRF4 ADSS2 AEBP2 AGO4 AHRR AHSA2P AK5 AKIRIN2 ALG13 ANAPC4 ANKRD30B ANKRD34A ANKRD46 ANXA10 AP1AR AP3S2 APOL2 ARAP2 ARFGEF1 ARFIP1 ARGLU1 ARHGAP12 ARL2BP ARL5B ARL6IP1 ARMC8 ARMCX3 ARPP21 ARV1 ASIC1 ASPHD1 ATF3 ATL2 ATP5MC1 ATP5MC2 ATP6AP1L ATP8B2 AZI2 B4GALT5 BACE1 BAG2 BAG3 BASP1 BATF2 BBS10 BCKDHB BCL10 BCL2A1 BEST3 BEX1 BEX2 BIRC2 BIRC3 BLTP1 BNIP3 BOLA1 BTBD7 C12orf29 C14orf39 C17orf75 C2orf49 C3orf33 C4orf33 C5orf46 C8orf44 CA13 CALCOCO2 CALD1 CAPS2 CARNMT1 CASP1 CASP4 CASP5 CBR4 CCDC117 CCDC126 CCDC138 CCDC167 CCDC191 CCDC59 CCDC88A CCDC9B CCL20 CCN2 CCNT2 CD44 CDC14A CDC23 CDC42SE2 CDH6 CDK17 CDPF1 CELF1 CEP170 CEP19 CEP290 CEP72 CEPT1 CFAP251 CFAP45 CFAP91 CFHR3 CGREF1 CHCHD3 CHD7 CHMP5 CHSY1 CHURC1 CISD2 CLCN5 CLDN1 CLDN14 CLTRN CNIH4 CNN3 CNOT11 CNRIP1 COA6 COL21A1 COL4A2 COL4A6 COMMD8 COPS5 COQ5 COX7C CREM CRLS1 CRYZ CSF2 CSF3 CSTF2 CTSC CUL4B CWH43 CXCL1 CXCL2 CXCL3 CXCL6 CXCL8 CYB5D2 CYP2J2 CYP2R1 DAW1 DAZAP2 DCUN1D4 DCUN1D5 DDX50 DDX60 DDX60L DEPDC4 DET1 DFFB DGKD DHRS2 DHX33 DHX36 DICER1-AS1 DIS3 DISP2 DMAC1 DMTF1 DNAAF10 DNAH14 DNAJB4 DNAL1 DNMT3B DPM3 DPY19L2 DRAM1 DRAM2 DTD2 DTX3 DUSP1 DUSP19 DYNLT3 DZIP3 EBPL EFEMP1 EGLN1 EGR1 EGR2 EIF2AK2 EIF2S1 EIF3D ELL2 ENDOD1 ENOX1 EPGN EPHA3 EPSTI1 ERAP1 ERAP2 ESCO1 ETFDH ETFRF1 ETV5 FABP4 FAM118B FAM135A FAM216A FAM241A FAM3C FAM88B FAR1 FBXO4 FBXO9 FDX1 FERMT2 FGF1 FGF13 FGF5 FHL2 FLRT3 FMC1 FMN2 FRMD5 FSD2 FUT10 FYTTD1 FZD8 G0S2 GABPB2 GAD1 GADD45A GAR1 GATA6 GATAD1 GATD1 GBP2 GBP3 GBP5 GCC2 GCLM GCNA GCNT3 GDPD1 GEM GEMIN2 GFM2 GK5 GLRB GLRX2 GLS GLT8D2 GMFB GNAQ GOLGA4 GOPC GPNMB GPR135 GPR87 GRB10 GSTM3 GTF2E1 GTF2F2 H1-2 H1-4 H2AC1 H2AC12 H2AC21 H2AC25 H2AC6 H2AC7 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC5 H2BC9 H6PD HABP4 HAS2 HERC5 HERPUD2 HESX1 HGS HHIPL2 HIBCH HK2 HMOX1 HOXA4 HOXC8 HS2ST1 HSPA9 IARS1 ID2 IDO1 IFI16 IFI27L1 IFI44 IFI44L IFI6 IFIH1 IFIT5 IFITM1 IL13RA2 IL15 IL1RAP IL22RA1 IMMP2L INHBA INSIG2 ISCA2 ISG15 ISG20 ISL1 ITM2C JAZF1 JPT1 JUN KAT14 KATNAL1 KBTBD8 KCNJ8 KCNMB3 KCTD10 KCTD8 KDM3A KDM4C KIAA0408 KIAA0513 KIAA1191 KICS2 KITLG KLF6 KLHL3 KRR1 KRT34 KRTAP1-5 KRTAP3-1 KRTAP4-7 KTN1-AS1 L3HYPDH L3MBTL1 LAMA1 LAMB3 LAMB4 LAMP3 LAMP5 LAMTOR3 LANCL1 LARP4 LARP6 LGALSL LHFPL2 LHFPL6 LIMA1 LIMK1 LRRC40 LSM11 LTO1 LUC7L3 LYPD6 MACC1 MACIR MAEA MAGEH1 MARCHF4 MARVELD2 MAT2B MATN2 MECOM MED4 MEST METAP1D METTL2B MFAP1 MFSD1 MFSD3 MITD1 MIX23 MLF1 MLLT11 MMAA MMP13 MMP7 MMUT MOB1A MPP7 MRNIP MRPL13 MRPL44 MRPS24 MRPS25 MRPS30 MST1 MT1B MT1E MT1G MT1X MT2A MTRF1 MX1 MX2 N4BP2L2 NAP1L2 NBN NCOA7 NDUFA12 NDUFAF1 NDUFAF7 NDUFB5 NECTIN3 NEMP1 NETO2 NFIA NID2 NIN NIPSNAP2 NMI NMRK1 NMU NOC3L NOTCH2NLA NPNT NPY2R NR4A1 NRBP2 NREP NSUN3 NSUN5P2 NUDT10 NUDT13 NUDT9 NUMB NUP62 OAS1 OAS2 OASL OGDHL OGG1 OGT ONECUT2 OSBPL1A OSTC OSTCP1 OSTM1 OXNAD1 OXSM P4HA1 P4HA2 P4HA3 PAFAH1B1 PAFAH1B2 PARD6B PARP12 PARP14 PARP9 PBX3 PCBD1 PCOLCE2 PCTP PDCD6 PDE6D PDGFC PDK1 PDP1 PEX13 PGM2L1 PHF20L1 PI4K2B PIGF PIGV PIGZ PIP4P2 PITPNB PLA2G4A PLAT PLCD4 PLD1 PLEKHA3 PLEKHA4 PLEKHA8 PLEKHB2 PLOD2 PLSCR1 PMEPA1 PML PNN PNO1 PNPT1 POC1B PODXL POLG2 POLI PPARD PPFIBP1 PPIC PPIL1 PPIL4 PPM1K PPP1R21 PPP3CC PPT2 PRAC1 PRAME PRDM12 PRELID3A PRIM2 PRMT3 PROCR PROS1 PROSER1 PTGFR PTGS2 PTP4A2 PTPN1 PTPN12 PTPN21 PTPRF PTPRM PTPRR PUDP PUS7 PWP1 QKI RAB28 RABGAP1L RASGRP3 RBM25 RBM26 RBM41 RBMS3 RBPJ RBSN RCBTB1 RCCD1 RCN2 REPS2 RGMB RGS2 RGS4 RHCE RIDA RIGI RIOX2 RIPK2 RLN2 RNASEL RNF146 RNF213 RNF7 ROBO4 RPL23AP82 RPN2 RPS6KC1 RSAD2 RSU1 RTP4 RWDD2A SALL4 SAMD13 SAMD4A SAMD9 SAMD9L SAR1A SAT1 SATB2 SCCPDH SCN9A SDAD1 SEC24D SEC31B SECISBP2 SEH1L SEMA3D SEPSECS SERPINB2 SERPINB7 SERPINE1 SERPINI1 SETBP1 SGK1 SH2D5 SH3BGR SH3RF1 SHFL SKA1 SLC15A3 SLC15A4 SLC16A2 SLC18B1 SLC1A3 SLC22A5 SLC25A12 SLC25A27 SLC27A5 SLC31A2 SLC35F2 SLC46A3 SLC4A4 SLFN5 SMNDC1 SMURF2 SNHG8 SNRPD1 SNRPD2 SNRPG SNX9 SP100 SP140 SP140L SPACA6 SPATA17 SPATS2L SPEF2 SPEG SPIN4 SPOCD1 SPTLC1 SPTSSA SRD5A1 SSTR1 ST3GAL6 STAC STAT1 STAT2 STEAP1 STK38L STT3B SUGCT SUPT3H SYNCRIP TAB2 TANC1 TANK TAP1 TATDN1 TATDN3 TBC1D7 TBCE TBPL1 TBRG1 TCAIM TCF12 TCF20 TCF4 TDRD7 TEC TENT2 TGDS TGM2 THAP2 THEMIS2 THSD1 TIMM10B TIMM17A TJP1 TLE4 TM2D1 TM2D3 TMC5 TMC7 TMED5 TMEM106B TMEM107 TMEM109 TMEM127 TMEM129 TMEM132A TMEM140 TMEM158 TMEM187 TMEM254 TMEM42 TMEM45A TMEM47 TMEM64 TMEM80 TMEM9B TMX1 TMX3 TNFAIP3 TNFSF10 TNIK TNRC6B TRAM1L1 TRANK1 TRIM22 TRIM38 TRIM45 TRIM5 TRIM6 TRIP11 TRNT1 TSC1 TSNAX TSPAN2 TSPAN8 TSPYL5 TTC14 TTC7B TXNDC12 UAP1 UBA2 UBA5 UBE2E2 UBP1 UBR1 UFSP2 UNC50 UQCC1 USP36 USP42 USP46 VAMP4 VEGFC VGLL4 VNN1 VPS13B VPS54 WASHC3 WBP1L WBP4 WDR12 WDR35 WDR41 WIPF1 XAF1 XRCC4 XRN1 YEATS2 YOD1 YTHDC2 YWHAZ ZBED10P ZBTB25 ZBTB47 ZC3HAV1 ZC4H2 ZCCHC9 ZDHHC21 ZFYVE26 ZGPAT ZMIZ2 ZNF215 ZNF226 ZNF30 ZNF37A ZNF383 ZNF419 ZNF480 ZNF507 ZNF550 ZNF695 ZNF765 ZNF783 ZNF790 ZNFX1 ZSWIM5 ZUP1 ZYG11B ODONNELL_METASTASIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ODONNELL_METASTASIS_DN AP1S1 BDH1 CCKAR CHAF1B DLG3 DUT ENSA ETV2 GRK6 HLA-DOB HLF IFT74 ISG20 KRT13 MAPK13 MYCN NOL12 NTRK2 RIBC2 RPL35A SMAD6 TGM3 TTC9 VSNL1 ODONNELL_METASTASIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ODONNELL_METASTASIS_UP ADCY8 ARHGAP33 ARHGEF7 ATP6V1C1 BASP1 BBC3 BCO1 BCORL1 CA6 CACNB4 CDH6 CEACAM21 CEP164 CIDEC CNNM2 CNPY4 COL2A1 CORO2B DENND2A DRG2 EDA EPPIN ERBB4 FAT1 FGF1 GABRB3 GATA2 GPATCH2L HGH1 HOXC8 IFNA4 INSL5 IQCA1 KCNJ5 KLF12 KSR1 LIM2 MYO1B MYO7A N4BP2L1 NFIA NLRP1 NNAT NPHP4 NR4A1 NXPH3 ONECUT1 OPRK1 PCDHB6 PDE6A PIK3R5 PKD1 PLCB4 PMP2 PRKN PSG2 PSG6 PTCH2 PVR RAI1 RAPGEF1 RHPN1-AS1 RPH3AL SBNO2 SEZ6L SHANK2 SLC22A2 SOX10 STARD13 TDRD1 THSD1 TLL2 TMEM143 XIST ZMYND8 ODONNELL_TARGETS_OF_MYC_AND_TFRC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ODONNELL_TARGETS_OF_MYC_AND_TFRC_DN ACACA ARHGAP11A AURKA AURKB BIRC5 BRCA2 BUB1B C4orf46 CCNA2 CCNB1 CD151 CDC20 CDC6 CDK1 CENPF CHAF1A CKS1B DBF4 DEPDC1 DEPDC1B DNA2 ERCC6L FAM181B FAM72C FBXL21P FOXM1 FUS G3BP1 HELLS HSPH1 KBTBD8 LIN28B LRRC58 MND1 MYBL2 NSD2 PLK4 POLE2 RAD1 RANBP1 SCD SNHG26 SPC25 TFRC TMEM107 TOP2A TOX4 ODONNELL_TARGETS_OF_MYC_AND_TFRC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ODONNELL_TARGETS_OF_MYC_AND_TFRC_UP ABAT AK1 ALDH2 ALOX5 ANXA4 APCDD1 C1RL CD27 CD37 CD44 CD69 CD72 CREBRF CX3CR1 DAPK2 F11R FCMR FCRL4 FUT6 GLIPR1 GRM7 GSDMB HLA-DOB HLA-DQA1 HLA-DQB1 HSD11B1-AS1 ID2 IDS IGHA1 IKBKB IL13RA1 IL4R ITGAM JUN KLF6 KLK1 LCP2 LGALS9 LLGL2 LMO2 LYZ MPEG1 MR1 MXD4 MYO1G NEAT1 NRCAM PDE4B PLAAT4 PLCXD2 POLD4 PTAFR PTGS1 PYHIN1 RCBTB2 RGS1 RTF2 SAT1 SATB1 SCARA5 SLC2A3 SORBS2 STK17B SYT17 SYTL1 TENT5C TMEM156 TNFRSF14 TP53INP1 TRIM22 TSC22D3 TXNIP UBE2H UBR5-DT UCP2 YPEL2 YPEL5 ZBED2 ZBP1 ZMAT3 ZNF594 ZNF91 ODONNELL_TFRC_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ODONNELL_TFRC_TARGETS_DN ACACA ACVR2B ANKRD50 ANLN APBB1 ARHGAP11A ASPM AURKA AURKB B4GALNT3 BIRC5 BPTF BRCA2 BUB1 BUB1B C4orf46 CASP14 CCDC148 CCNA2 CCNB1 CD151 CDC20 CDC6 CDK1 CDKN3 CENPA CENPE CENPF CEP55 CFL2 CHAF1A CKAP2L CKS1B CPNE6 DBF4 DCP2 DEPDC1 DEPDC1B DIAPH3 DLEU2 DLGAP5 DNA2 DSCAM ECT2 ENSG00000275616 ENSG00000280018 ERCC6L FAM181B FAM72C FAM83D FANCD2 FAP FBXL20 FBXL21P FBXO5 FETUB FGF22 FKBP5 FOXM1 FUS G3BP1 GALT GINS3 GNAQ GTSE1 H3C7 H4C12 HELLS HMMR HSPH1 ITPRID1 KBTBD8 KCNA1 KIF11 KIF14 KIF20A KIF4A KRT35 LIN28B LINC01010 LRRC58 MAP4K2 MEX3C MIR3939 MIR4435-2HG MKI67 MND1 MON2 MYBL2 NCAPH NDC80 NFIA NPNT NRTN NSD2 NUP50 PCBP1-AS1 PLK1 PLK4 POLE2 PRC1 PRKCQ-AS1 RAD1 RAD54B RANBP1 RIF1 RRM2 RTP1 SAMM50 SCD SETMAR SGO2 SHCBP1 SIX3 SLC12A1 SMYD3-IT1 SNHG26 SPC25 SURF1 TACC3 TADA2A TAF5 TBC1D8-AS1 TCEAL3 TFRC TMEM107 TNRC6A TOP2A TOX4 TP63 TSBP1 TTC9B TTK TUBD1 USP29 VSNL1 XAGE3 ZBTB6 ZFAND4 ZNF628-DT ODONNELL_TFRC_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ODONNELL_TFRC_TARGETS_UP AAK1 ABAT ABCB9 ABCC3 ACACB ADAMTS1 ADGRA2 ADGRD2 ADIRF AK1 ALDH2 ALDOB ALOX5 ANXA4 ANXA8 AP3B2 APCDD1 APOBEC3F APOBEC3G AQP2 ARPP21 ARRB1 ARSD ART4 ASS1 ATP2B3 ATP2C2-AS1 AVPR2 BBC3 BBOF1 BICDL1 BIN1 BIRC7 BNIPL BTD BTG1 C15orf62 C1QTNF1-AS1 C1RL C3orf52 C4orf3 CA10 CACNA1A CADM4 CALD1 CAMTA1 CAPN13 CAPS CARMIL3 CASC15 CASP10 CASP3 CASS4 CCDC13 CCL28 CCNYL2 CCR5 CD27 CD37 CD44 CD69 CD7 CD72 CDC14A CDC42EP3 CDKN1A CELA1 CFAP47 CFAP53 CHIC1 CLDN1 CMBL COL2A1 CP CREBRF CSRNP1 CTC1 CX3CR1 CYP19A1 CYP4F2 DAPK2 DCANP1 DCBLD2 DEPP1 DGKA DLX2 DNAJC4 DOCK9-DT DPYSL5 DSPP DUOXA2 DUSP1 DYNC1I1 EGFLAM-AS2 EHMT2-AS1 EIF1 EIF4A1 EML2 ENPP2 ENSG00000225050 ENSG00000240973 ENSG00000250230 ENSG00000261095 ENSG00000267665 ENSG00000269289 ENSG00000291156 EP400 EPS8L1 EXOC3-AS1 F11R FAM153A FAM167A-AS1 FAM20C FAM226B FAM83E FAS FAXDC2 FBXL19-AS1 FBXO44 FCMR FCRL4 FDXR FER1L4 FER1L5 FHL2 FLT4 FOXE1 FTH1 FUT6 GABRA6 GADD45A GADD45B GALNT13 GATA4 GCH1 GDF2 GLIPR1 GLULP4 GP6 GPATCH2L GPR85 GPSM1 GRIK2 GRM7 GSDMB GUCA1C H2AC25 HAGHL HAX1 HBS1L HIPK2 HLA-DOB HLA-DQA1 HLA-DQB1 HMCN2 HOXB1 HOXB13 HOXB9 HOXC8 HPGD HS1BP3 HS3ST5 HSD11B1-AS1 HSPB9 ICA1L ID2 IDNK IDS IFRD1 IGFN1 IGHA1 IGHE IGSF3 IKBKB IL13RA1 IL21 IL4R IL5 IL7 INPP4B IQCF5 ITGAM JSRP1 JUN JUNB KCNH6 KCNIP2-AS1 KIF19 KLF10 KLF6 KLHL22 KLK1 KRAS KREMEN1 KRT18P27 LAMA5-AS1 LCP2 LGALS9 LILRA5 LILRB3 LINC00092 LINC00520 LINC00550 LINC00642 LINC00824 LINC00857 LINC00929 LINC00951 LINC00964 LINC01148 LINC01304 LINC01649 LINC02019 LINC02114 LINC02239 LINC02352 LINC02478 LINC02532 LINC02549 LINC02941 LINC03013 LINC03095 LLGL2 LMO2 LNCARSR LRP6 LRRC71 LRRD1 LTBR LY6G5C LYZ MACROH2A2 MALAT1 MAOA MAP3K12 METTL7A MIR133A1 MIR214 MIR22HG MIR34AHG MNX1-AS1 MON2-AS1 MPDZ MPEG1 MR1 MTCO2P34 MTNR1A MXD1 MXD4 MYH1 MYH14 MYLIP MYLK MYO1G MYO5B MYO7A NACA NEAT1 NFIB NHIP NHLH2 NHSL1 NID1 NIPAL2 NOMO2 NR4A3 NRCAM NRG2 OFD1 OR5V1 ORM1 OSBPL5 PABPC1 PADI4 PAK5 PAPPA PCDH11X PCDHA9 PCDHB12 PCYT1B PDE4B PDXP-DT PER3 PHTF2 PIERCE2 PIK3CA-DT PIM1 PLAAT4 PLAC9 PLCXD2 PLEKHG4B PLEKHH1 PLIN5 PLK2 PLXDC1 PMS2P4 POC1B-AS1 POLD4 POU3F1 PPIC PPP1R15A PPP1R2C PRELID2 PRKAA2 PRKD2 PRKG2 PRM1 PSORS1C2 PTAFR PTCRA PTGER3 PTGS1 PTPRS PURPL PYCARD-AS1 PYHIN1 RAB1A RAB3GAP2 RAB4A-AS1 RAG2 RBBP6 RBM43 RCBTB2 RGS1 RGS2 RHEB RNF144B RNF157-AS1 RNF39 RORA-AS1 RORB RPL23AP7 RRAD RTF2 RTKN S100A7A SAMD4A SAT1 SATB1 SCARA5 SCIN SEMA6A SERPINA1 SERPINA9 SESN1 SESN2 SGK1 SH3D21 SHANK1 SHE SIK1 SIPA1L3 SIX1 SLAMF6 SLAMF8 SLC10A1 SLC22A23 SLC2A12 SLC2A3 SLC6A19 SORBS2 SP5 SPOCD1 SQSTM1 STK17B STXBP6 SV2C SYNE1 SYT17 SYTL1 TALAM1 TENT5C TEX33 TFAP2C TFPI THAP10 THBS1 THBS1-IT1 TIAM1 TJP3 TM7SF3 TMEM132D-AS1 TMEM156 TMEM171 TMEM202-AS1 TNFAIP6 TNFRSF10D TNFRSF14 TNFSF9 TNP2 TOR1AIP2 TOX TP53INP1 TP53TG1 TPCN1 TPM3 TPPP2 TRAV24 TRAV40 TRIM16 TRIM22 TRIM8 TRPM5 TSC22D1 TSC22D3 TSGA10 TTC12-DT TTC39A TXNIP UBE2F UBE2H UBE2V2 UBR5-DT UCP2 ULBP3 UNC13D VNN1 VRK3 WDR59 WIPI1 WNT9A XCL1 YPEL2 YPEL5 ZBED2 ZBP1 ZBTB20 ZFP36L1 ZMAT3 ZMYND10 ZNF155 ZNF264 ZNF286A ZNF396 ZNF451 ZNF524 ZNF594 ZNF727 ZNF91 ZSWIM2 OHASHI_AURKA_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OHASHI_AURKA_TARGETS CDC25B CENPA DLGAP5 MBD3 TP53 OHASHI_AURKB_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OHASHI_AURKB_TARGETS AURKB CENPA DES H3C15 INCENP KIF2C RACGAP1 VIM OHGUCHI_LIVER_HNF4A_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OHGUCHI_LIVER_HNF4A_TARGETS_DN AADAC AADAT ABAT ABCC6 ACP5 ACSM1 ADH4 ADRA1B AGMAT ALAS2 ALDH8A1 APOA4 APOC2 APOM APONP AQP11 AQP8 ARHGAP9 ASGR1 ASPDH B3GALT1 BAAT BBOX1 BDH1 C4BPA C6 C8A C8B C8G C9 CA5A CCL15 CEACAM1 CES1 CES2 CES3 CFHR1 CFI CIDEB CLDN1 CLDN2 CMAHP CPN2 CTSH CYP2A6 CYP2C23P CYP2D6 CYP2F1 CYP2U1 CYP4A22 CYP4V2 CYP7B1 CYP8B1 DDC DEGS1 DIO1 EGFR ELOVL3 ENHO ENPP3 ENTPD8 ERBB3 ETHE1 F11 F12 F13B FAAH FABP2 FAM107B FITM1 GCGR GCHFR GJB2 GLYAT HAAO HAO1 HAVCR1 HEBP1 HRG HSD17B2 HSD3B1 HSD3B2 HSD3B7 HYKK IL1RAP INSC IYD KCNN2 KMO KYAT1 LIFR LIPC MASP1 MBL1P MBL2 MCM10 MFSD2A MFSD4B MPDZ MTTP NAT8B NLRP12 NLRP6 NOX4 NR1I3 NUDT7 OTC PCYT2 PDZK1 PERP PGLYRP2 PLA2G12B PNPLA7 PRKD3 PRODH2 PROZ PXDC1 PZP QPRT RARRES1 RARRES2 RDH16 RDH5 S100A10 SAA4 SARDH SC5D SDR9C7 SERPINA1 SERPINA12 SERPINA3 SERPINF1 SHLD2 SHMT2 SLC17A3 SLC22A25 SLC22A7 SLC23A1 SLC27A5 SLC30A10 SLC3A1 SLC45A3 SLC47A1 SLCO1A2 SLCO2B1 SMLR1 SOAT2 SPATA2L SPP2 SRD5A1 SUCNR1 SULT1B1 SULT2A1 TFPI2 TFR2 THEM7P TKFC TLCD2 TMC7 TMEM30B TNFAIP8L1 TPMT TTC39C UGT2A3 UGT2B17 UGT2B28 UGT3A2 VWCE WFDC21P XYLB ZFAND4 OHGUCHI_LIVER_HNF4A_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OHGUCHI_LIVER_HNF4A_TARGETS_UP ABCB1 ABCD2 ACOT1 ACOT2 ANXA13 CA3 CD36 CPT1B CTSE CYP2B6 CYP39A1 DDR1 DEFB1 DRAM1 ELAPOR1 ELOVL7 EMP2 FMO3 GADD45B GSN GSTM1 HAO2 HSPA2 IFI44 IL1RN LEPR LYSMD2 NRG4 PCP4L1 PDK4 PROM1 PSAT1 QPCT RAB27A RAD51B RCAN2 REN SERPINA7 SLC16A7 SLC22A9 SLC25A4 SLC27A1 SLC2A4 SLC44A3 SMPX SULT1E1 SULT2A1 TXNIP USP18 VLDLR OHM_EMBRYONIC_CARCINOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OHM_EMBRYONIC_CARCINOMA_DN CDKN2A CDKN2B RARB RBP1 SFRP4 SFRP5 TIMP3 TP73 OHM_EMBRYONIC_CARCINOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OHM_EMBRYONIC_CARCINOMA_UP BRCA1 CDH1 DAPK1 GSTP1 SFRP1 SFRP2 OHM_METHYLATED_IN_ADULT_CANCERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OHM_METHYLATED_IN_ADULT_CANCERS BRCA1 CCND1 CDH1 CDKN2A CDKN2B DAPK1 ESR1 FANCF FHIT GATA4 GATA5 GSTP1 HIC1 MGMT MLH1 PYCARD RARB RASSF1 RBP1 SFRP1 SFRP2 SFRP4 SFRP5 SOCS1 THBS1 TIMP3 TP73 OISHI_CHOLANGIOMA_STEM_CELL_LIKE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OISHI_CHOLANGIOMA_STEM_CELL_LIKE_DN ABI3BP ACSL5 ACTA2 ADAM23 ADAM8 ADAMTS2 ADGRA2 ADRA1A AEBP1 AGR2 AHR ALDH2 ALOX5 ANG ANGPTL2 AOC3 AQP9 ARHGAP10 ARHGAP17 ARHGAP26 ARL4A ARRB1 ATOSB ATP2A3 ATP8B2 BACH1 BCAS1 BCL2L14 BDH1 BGN BMP1 BNC2 BNIP3L BST1 CACNA2D1 CAVIN3 CCDC69 CCL18 CCN2 CCZ1 CD164 CD82 CDA CDC42EP2 CDH17 CDYL CEP170B CHPF CIB1 CITED2 CLEC2B CLIC3 CNN2 CNTNAP1 COL3A1 COL5A1 COL5A2 COL6A2 CR1 CREB3L1 CRYBG1 CTBS CTSE CYP1B1 CYP4F12 CYP4F3 DDIT4 DDR2 DEPP1 DGKA DKK1 DKK3 DVL1 ECE1 ECM1 EFEMP1 EFEMP2 EFHD2 EFNB1 ELK3 EMILIN1 EMP1 EMP3 EPHA2 ETNPPL ETV7 FABP1 FAP FBN1 FBXW7 FER1L4 FKBP10 FMO2 FUT2 FUT8 FXYD3 GAS1 GATA6 GEM GNA15 GPRC5A GRIN2D GSTP1 GTF3A H1-3 HECA HK2 HOPX HPGD HSPG2 ICAM2 IER5 IFI27 IFNGR1 IFNGR2 IGF2BP2 IGF2BP3 IL2RG INF2 INPP1 INTS11 IRAK3 IRF2 ITGB6 KCNE4 KCNMB4 KCNN4 KLF5 KMT5AP1 KSR1 LCK LIMA1 LRP1 LRRC32 LSP1 LTBP4 LY75 LYZ MALL MANSC1 MAP3K5 MAPK3 MAPRE2 MARCKSL1 MFAP2 MGAM2 MGAT3 MISP MLXIP MMP14 MMP28 MOXD1 MSC MT1G MT1X MT2A MTHFD2 MTMR11 MUC1 MUC5B MX2 MXRA8 MYB MYD88 MYL9 NAB1 NCOR2 NDRG1 NET1 NIBAN1 NOVA2 NPDC1 NRP2 NUCB2 PACRG PALLD PAPSS2 PAQR3 PCK2 PDLIM3 PDLIM4 PDZRN3 PEG10 PELI2 PEX14 PHYHIP PIK3C2G PLA2R1 PLAC8 PLEKHM2 PLTP PMP22 PRKCD PROCR PRSS12 PRSS3 PTGIS PTGS2 PTK2B PTPRR QPCT RAB31 RAPGEFL1 RARB RARRES1 RASL11B RBMS1 RCN1 RCN3 RHOBTB1 RHOF RIN2 RNF19B ROR2 RPP25 RPS6KA1 RRAS SDF4 SEC24D SELENOW SEMA3A SEMA7A SEPTIN11 SEPTIN9 SERPINB1 SGCA SGCE SIPA1 SLC2A5 SLC44A4 SMPDL3B SNCA SORD SPAG4 SPINK1 STX11 SULT1B1 SULT1E1 SV2A SYK SYTL2 TAGLN TCF21 TGFB1I1 THBS2 TIMP1 TM4SF5 TMBIM1 TMC6 TMC7 TMEM47 TOX3 TPK1 TPM2 TPSAB1 TRAF3IP2 TRAM2 TRIM31 TRPV2 TSEN34 TSPAN1 TSPAN13 TWF2 UNC5C VASP VCAM1 VDR VEGFC VILL XPNPEP1 ZBTB48 ZDHHC3 ZFP36L1 ZFPM2 OISHI_CHOLANGIOMA_STEM_CELL_LIKE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OISHI_CHOLANGIOMA_STEM_CELL_LIKE_UP AAK1 AASDHPPT AATF ABCC4 ABI2 ACO2 AGT AHCTF1 ALCAM ALDH1B1 ALDH3A2 ANGEL2 ANKEF1 ANXA9 APCS APTX AQP4 ARHGAP29 ARL17A ARMCX5 ASB1 ATP13A3 ATP5MG BCOR BCS1L BMPR1A BPGM BPHL BYSL C6orf62 CAMSAP2 CAV2 CBLL1 CDC42EP1 CERS2 CHML CLASP1 COG2 COX10 CREB5 CRK CRP CRYAB CRYZ CSNK2A1 CSTF1 CTPS1 CUL5 DDX10 DEDD DEPDC5 DGCR2 DGCR5 DHX9 DLAT DNPH1 DRC3 DUSP3 DYRK3 ECD EFCAB11 EFCAB2 EHMT2 EIF2D EIF4ENIF1 ELAC1 ELK4 ENAH EPRS1 EVC FAM53C FARP1 FASTKD5 FBXO17 FBXO28 FBXO9 FBXW11 FGF1 FGFR4 FH FRMD4A FXR2 FXYD2 GABBR1 GAL3ST1 GALNT11 GCC1 GCNT4 GEMIN4 GGPS1 GMNN GON4L GOT1 GPATCH2 GPR137B GPR75 H3C6 HABP2 HEATR1 HKDC1 HNF1B HNRNPU HOOK1 IARS2 ICE1 IL11RA IL17RB IMPACT IMPG2 INTS7 ITIH5 ITPA KANK1 KCTD3 KIFAP3 KLHL12 KLHL20 KLHL22 LAMP2 LANCL1 LARS1 LBR LCMT2 LPGAT1 LRRC37A4P MAN2A1 MAOB MCCC1 MDM4 MED17 MED20 MED31 MED7 MEGF8 METTL18 MIEF1 MKKS MLH3 MORC2 MPC2 MRM3 MRPL2 MRPL24 MRPL35 MRPL46 MRPS14 MRPS16 MRPS30 MRS2 MTERF4 MTR MZF1 NAXE NDUFA10 NDUFA2 NDUFAF1 NDUFAF5 NDUFB2 NDUFS2 NECTIN3 NF2 NFS1 NNT NOL12 NRSN2 NUDCD3 NUP133 NUP153 NVL ODR4 OGFOD1 ONECUT1 PARP1 PATZ1 PBX3 PCBD1 PCCA PCNX2 PDGFD PDZK1 PEX19 PGBD5 PHGDH PIAS2 PIGC PIP5K1A PMM1 PMS2 PMS2P2 PMS2P4 POGK POGZ POLR1C POLR2F PPARGC1A PPM1B PPOX PPP2R3A PRCC PREPL PRKAA2 PRLR PROX1 PRPF3 PRR3 PSEN2 PSG4 PSMB6 PTPRF PTS PUS3 RAB28 RAB3GAP2 RAB4A RABL2B RANGAP1 RBBP5 RBM34 RBM7 RCOR3 RMND5B RNF130 RNF14 RNF19A RNF5 RO60 RPS6KC1 RRH RRP15 SAYSD1 SCAMP3 SCNM1 SCTR SCYL3 SDHC SDHD SEH1L SERPINA6 SETDB1 SFT2D2 SLC13A1 SLC22A5 SLC25A23 SLC25A44 SLC30A9 SLC38A1 SLC6A16 SMAD2 SMG5 SMG7 SMIM7 SNRPE SNRPN SPP1 SPTBN5 SPTSSA SRP9 SRPK2 SSR2 SUCO SUPV3L1 SYNGR1 TAF5L TBC1D16 TBC1D19 TBC1D8 TCTA TFB2M TGFB2 THAP1 TIMM17A TIMM22 TIMM23 TIMM44 TIMM8A TM4SF4 TMCO1 TMEM183A TMEM209 TOM1L2 TOMM20 TOMM22 TOP3B TOPORS TOR1AIP1 TP53 TRAPPC4 TRIM26 TRIM32 TRIM52 TRMT1L TUT4 UBAP2 UBAP2L UCHL5 UFC1 UTP25 VCPIP1 VN1R1 VPS72 WARS2 WDR12 WDR26 WDR3 XPNPEP3 YIPF3 YPEL1 YTHDC2 ZBTB18 ZBTB20 ZBTB33 ZC3H7B ZHX3 ZKSCAN5 ZNF124 ZNF134 ZNF146 ZNF155 ZNF177 ZNF20 ZNF202 ZNF212 ZNF222 ZNF224 ZNF225 ZNF226 ZNF232 ZNF264 ZNF304 ZNF322 ZNF350 ZNF432 ZNF45 ZNF451 ZNF473 ZNF480 ZNF507 ZNF550 ZNF562 ZNF587 ZNF623 ZNF669 ZNF672 ZNF692 ZNF749 ZSCAN16 ZSCAN2 ZSCAN9 OKAWA_NEUROBLASTOMA_1P36_31_DELETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OKAWA_NEUROBLASTOMA_1P36_31_DELETION ACOT7 AJAP1 CAMTA1 CHD5 DNAJC11 ESPN GPR153 HES2 HES3 ICMT KCNAB2 KLHL21 NOL9 NPHP4 PHF13 PLEKHG5 RNF207 RPL22 TAS1R1 THAP3 TNFRSF25 ZBTB48 OKUMURA_INFLAMMATORY_RESPONSE_LPS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OKUMURA_INFLAMMATORY_RESPONSE_LPS ABCE1 ACSL1 ADAP1 ADIPOR2 AGT AKT3 ALCAM ALG9 AMACR APOL2 ARG2 ATF5 BAALC BCL2L11 BIRC3 C1orf109 CA1 CA12 CCDC33 CCHCR1 CCL1 CCL5 CCL8 CCNB2 CCR7 CD200 CEBPD CENPS CEP135 CHST1 CHST7 CITED2 CLGN CLIP1 CXCL8 CYB5A DHRS2 DNAJC16 DNAJC6 DOCK10 DSE EIF1AX ENSG00000241345 ETV5 FA2H FCGR2A FKBP1A FOXC1 FOXD1-AS1 FOXO4 FSCN1 FZD3 FZD6 GALNT12 GCKR GDF11 GSAP GULP1 HAMP HEATR3 IGFBP5 IL18RAP IL1RL1 IL27RA IL5 ISCA1 JAK2 KCTD3 LETM1 LINC01482 MAOA MARCKS MARCKSL1 MAST4 ME1 MED15 MIR9-1HG MSH4 MSL3 MSX2 MTF2 MTM1 N6AMT1 NAP1L1 NCKIPSD NCOA3 NFAT5 NFE2L3 NIBAN1 NOP16 NUP58 NXN OLR1 OPTN ORAI2 ORC6 PAM PDXK PDZD2 PELP1 PEX12 PGAP4 PILRB PKMYT1 PLPP3 POLH POLR1F PPIF PRSS22 PTGER3 PTGER4 PTMAP1 PTPRK RAB31 RAB38 RAB9A RAPGEF6 RASGRP1 RCHY1 REL RELB RGL1 RGS9 RPS21 RUNX1 RUNX2 SCD5 SCN9A SDC4 SDHAF3 SEC63 SGPL1 SH3BP5 SIK2 SIRPAP1 SKIL SLC11A2 SLC27A2 SLC4A7 SLC7A11 SMAD3 SMC3 SOX17 SOX4 SPAG1 SPAG11B SPHK1 STAT5A TCF20 TFDP2 THBS1 THOC1 TLE1 TLR1 TMEM123 TMEM30B TMEM80 TNFAIP3 TNFRSF8 TNFSF4 TNIP1 TNIP2 TNS3 TRAF3 TSFM TSN TSR1 TTBK2 TTC27 UBE2B UBE2NL VCPKMT VDR WT1 WWC2 XK ZC2HC1A ZFPM2 ZNF140 ZNF571 ZNF639 ZNF813 OLSSON_E2F3_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OLSSON_E2F3_TARGETS_DN BAIAP2L1 CAV2 CDK1 CXCL1 E2F3 FST H1-2 H2AC25 H3C4 H3C6 H4C2 IGF2 INHBA KRT80 LBR LPL MAD2L1 MAL2 MT1B MT1F MT1H MT1X MYBL2 NAPA-AS1 NFKBIA NUCKS1 PCNA PLK1 PTMA PTTG1 RRM2 TAF6L THBD THBS1 THTPA TIMP3 TPX2 USP32 VIM OLSSON_E2F3_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OLSSON_E2F3_TARGETS_UP AKNA AKR1C1 AKR1C3 C1orf198 CA12 CASP7 CCL20 DAG1 ECE1 ECHDC2 EEIG1 ELF3 L3MBTL4 LAMA4 MALAT1 NECTIN1 NSFL1C PTGER3 S100A8 SERPINH1 SMG6 TENT5A TM9SF2 TMPRSS4 TNFAIP2 WFDC2 ONDER_CDH1_SIGNALING_VIA_CTNNB1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ONDER_CDH1_SIGNALING_VIA_CTNNB1 ACKR1 ACTA2 ADRB2 AGTR1 ANOS1 AOX1 ARHGAP22 BEX4 BGN BIN1 BIRC3 C3 CADM3 CCNG2 CD82 CD83 CDH11 COL1A2 COL6A3 CREB3L1 CREG1 CXADR CXCL1 CXCL2 CXCL8 DOCK10 EFNA1 EPAS1 EPB41L4B EPHB2 ERMP1 FBLN5 FBN1 FERMT2 FZD3 GALNT10 GREM1 ICAM1 IFIH1 IGFBP3 IGFBP7 IL17RC KCNJ6 KCNMA1 KDELR3 LMCD1 LTBP1 LTBP2 MAGEH1 MAP1B MFAP2 MICAL2 MIOS MLPH MMP19 MYL9 MYO1B NDRG1 NREP NUPR1 PELI1 PODXL POSTN PPL PRRX1 PRUNE2 SAA1 SCG5 SCNN1A SEMA3C SERPINE1 SLC46A3 SORL1 SOX9 SPOCK1 STC2 SYBU TAGLN TFRC TNFAIP3 TPM1 TRBC2 TSPAN13 VCAN ONDER_CDH1_TARGETS_1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ONDER_CDH1_TARGETS_1_DN ADAMTS1 ADGRE2 ALG13 ANO1 ARHGAP25 ARL4C ATP12A ATP13A3 B3GALNT1 B3GNT2 BCLAF1 BRCA2 BRIP1 C12orf4 C1orf116 CALM1 CANX CASP8 CBFB CCNE2 CDC27 CDC6 CEACAM6 CEMIP2 CHRNA5 CRCT1 CSF2 CSF3 CWH43 CXCL1 CXCL2 CXCL3 CXCL8 CYB5R2 DCBLD2 DDX18 DDX3X DDX52 DEPP1 DHX9 DKK1 DNAJA1 DSC2 DUSP6 EDN1 EHF EIF4G1 EIF5 EML4 ENC1 EPN3 ETS1 EXOSC2 FBXO9 FEN1 FOSL1 FST G3BP1 G3BP2 GLIPR1 GPRC5A H4C3 HBEGF HCCS HMGCS1 HNRNPM HNRNPU HS3ST2 HSPA8 HSPH1 IFIT5 IGFBP3 IL1B IL1R2 IL36G IL6ST IL7R ILF3 IMP3 IVL JAG1 KIF5B KLF10 KLK10 KLK11 KLK7 KRT13 KRT15 KRT34 KRT8 LARP4 LCMT2 LCN2 LGALS8 MAP4 MAX MCM10 MCM4 MEST METAP2 MFAP5 MIR22HG MMP10 MPHOSPH8 MTARC1 MYO5C NAP1L1 NAV3 NCBP1 NUP50 NUP98 OSMR P2RY2 PAFAH1B1 PHTF2 PI3 PNO1 POGLUT1 POP1 PPP2R1B PRRC2C PTGS2 PTHLH RBM12 RFWD3 RIOX1 RNFT1 RRS1 S100A7 SCEL SCYL2 SEPTIN11 SERPINB1 SERPINB13 SERPINB2 SERPINB8 SETMAR SFPQ SKP2 SLC16A1 SLC43A3 SMARCC1 SOX9 SP100 SPAG1 SPRR2A SRSF2 SRSF3 ST6GALNAC5 STARD13 SUB1 SYNCRIP TGFA TIPIN TMPO TMPRSS11E TMX1 TOE1 TOR1AIP1 TP63 TSEN2 UGCG UMPS UTP14A UTP14C UTP20 VGLL1 WTAP ZMPSTE24 ZNF365 ONDER_CDH1_TARGETS_1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ONDER_CDH1_TARGETS_1_UP ABCG1 ABHD4 AKR1B10 AKR1C1 AKR1C3 ALDH6A1 ALOX15B ANG APOE ASNS ATF3 BBLN BCL6 BHLHE41 BLNK BTG2 BTN3A3 C1QL1 CADM4 CALML4 CCNA1 CD44 CD55 CD70 CDKN1B CELSR2 CEP152 CHAC1 COQ8A CPT1B CRELD1 CRIP2 CSRP2 CTH CTTN CYP1B1 CYP4F11 CYP4F3 DBP DIDO1 DLGAP4 DNAJB9 EFEMP2 EFS EGFR EML2 EPHB3 EPHX1 FAM117A FBN2 FBXO2 FTL GABARAPL1 GCLC GDF15 GFPT1 GID4 GOLGA2 GPC1 GPX3 GUSBP14 H1-10 HCFC1R1 HCP5 HERC1 HSPA13 IGFBP2 IL15 IL1RAP INPP5D KCNMA1 KDELR3 KHNYN KLF9 KLHL24 LAPTM5 LEPR LGALS7 LHX6 LINC00115 LRP5 LTB MAGED1 MAGED2 MDM2 METTL25B METTL7A MIR3648-1 MMP28 MST1 N4BP2L2 NINJ1 NR1D1 NR1D2 NUPR1 OBSL1 P3H1 PAMR1 PAN2 PCK2 PDE4DIP PER1 PER2 PGM3 PHGDH PIDD1 PNRC1 PPFIBP1 PRKAG2 PRKCA PRSS16 PRSS8 PTGS1 RNASE4 RRAS SEC24D SEMA3F SENP6 SLC39A7 STC2 TCEA2 TGFB1 THEMIS2 THSD4 TMEM187 TMEM214 TP53TG1 TSC22D3 TXNIP WIPI1 YIPF2 ZBTB16 ZMAT3 ZMYM2 ZNF184 ZNF226 ZNF451 ZNF516 ZNF750 ZP3 ONDER_CDH1_TARGETS_2_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ONDER_CDH1_TARGETS_2_DN ABCA12 ABCG2 ABLIM1 ADAM8 ADGRA3 ADGRE2 ADGRG1 ADGRL2 ADIRF ADRB2 ADTRP AGRN AJAP1 AKAP1 AKR1C1 ALDH1A3 ALOX15B ALS2CL AMPD3 ANK3 ANO1 ANXA3 ANXA8 AP1M2 APOC1 AQP3 ARAP2 AREG ARG2 ARHGAP25 ARHGAP8 ARHGDIB ARHGEF3 ARHGEF4 ARHGEF5 ARL4C ARTN ATP12A ATP2B4 B3GNT3 B4GALT4 BACE2 BDKRB2 BHLHE41 BIK BIRC3 BMP2 C1orf116 C3 CA12 CA2 CA9 CADM1 CAMK2B CAMK2N1 CASP1 CBLC CCL20 CCN6 CCNA1 CCND2 CCNG2 CD1D CD24 CD24P2 CD24P4 CD44 CD55 CD82 CD83 CD9 CDCP1 CDH1 CDH3 CDK5R1 CDS1 CEACAM1 CEACAM6 CELSR1 CELSR2 CKMT1B CLCA2 CLDN1 CLDN4 CLDN7 CLIP4 CNTN1 CNTNAP2 COBLL1 COL17A1 CORO1A CORO2A CRCT1 CREG1 CRYBG1 CSF2 CSF3 CST6 CSTA CTSC CTSH CTSV CWH43 CXADR CXCL1 CXCL2 CXCL3 CXCL8 CYB561 CYB5R1 CYB5R2 CYP1A1 CYP27B1 CYP4F11 DAPP1 DDR1 DDX60 DEPP1 DHRS1 DIPK1A DMD DSC2 DSC3 DSCAM DSG2 DSG3 DSP DST DUOX1 DUSP10 DUSP6 EDN1 EFNA1 EHF ELMO3 EPAS1 EPB41L4B EPCAM EPHA1 EPN3 EPS8L1 EPS8L2 ERBB3 EREG ERMP1 ERVMER34-1 ESRP1 ESRP2 EXPH5 F11R F3 FAM169A FAT2 FERMT1 FEZ1 FGD6 FGFBP1 FGFR2 FGFR3 FHOD3 FLNB FLRT3 FOS FRMD4B FST FXYD3 FZD3 FZD5 G0S2 GALNT14 GALNT3 GALNT6 GCH1 GCLC GJB3 GJB5 GM2A GNA15 GNAL GPM6B GPR87 GPRC5A GRB14 GRHL2 HBEGF HDAC9 HERC6 HES1 HLA-DOB HOMER1 HOOK1 HOOK2 HOXA1 HPSE HS3ST1 HS3ST2 ICAM1 IER3 IFI30 IFIH1 IGSF3 IL13RA2 IL15RA IL18 IL1A IL1B IL1R2 IL1RAP IL1RN IL36G IL4R INAVA INHBA INPP4B IRF6 IRX4 ISG20 ITGA2 ITGA6 ITGB4 ITGB6 ITM2A IVL JAG2 JUP KANK1 KAZN KCNG1 KCNJ15 KCNK1 KCNN4 KIAA0040 KIZ KLF5 KLK10 KLK11 KLK5 KLK7 KLK8 KRT13 KRT14 KRT15 KRT16 KRT17 KRT18 KRT5 KRT6A KRT6B KRT8 KRT81 L1CAM LAD1 LAMA3 LAMB3 LAMC2 LCN2 LGALS7 LGR4 LIMA1 LIMK2 LPAR2 LPAR3 LPCAT4 LRP12 LRRC1 LSR LTB LY75 LYN LYPD3 MALL MAOA MAP3K9 MAP7 MAPK13 MARK1 MAST4 MBP MCOLN3 MCTP2 MEAK7 MECOM MFAP5 MGST2 MIA MISP MMP1 MMP10 MMP9 MOB3B MPZL2 MREG MST1R MTARC1 MTSS1 MTUS1 MYO18A MYO1B MYO1D MYO1E MYO5C NAV3 NBEAL2 NCF2 NDRG1 NFE2L3 NMU NRCAM NRG1 NSG1 NUP62CL OAS3 OCLNP1 OVOL2 P2RX5 P2RY2 P3H2 PAK6 PARP12 PCDH7 PDPN PELI1 PERP PI3 PIP4K2C PITPNC1 PKP3 PLA2G4A PLAU PLK2 PLXNB1 POPDC3 PPL PRKCH PRKCZ PRRG4 PRSS8 PSTPIP2 PTAFR PTGES PTGS2 PTHLH PTPN3 PTPRE PTPRF PTPRZ1 QPCT RAB17 RAB25 RAB38 RAPGEF5 RASSF9 RBM47 RHBDF2 RHOD RIGI RIMS2 RIMS3 RIPK4 RLN2 RNF128 ROBO1 RPS6KA1 S100A14 S100A2 S100A7 S100A8 S100A9 S100P SAA1 SCEL SCNN1A SDC1 SDC4 SEL1L3 SEMA3A SEMA3B SEMA3C SEMA3F SERINC5 SERPINA1 SERPINA3 SERPINB1 SERPINB13 SERPINB2 SERPINB3 SERPINB7 SFN SFRP1 SH2D3A SIRPA SLC12A8 SLC1A3 SLC20A2 SLC27A3 SLC2A3 SLC2A9 SLC31A2 SLC35G2 SLC39A8 SLC3A2 SLC5A1 SLC6A15 SLC6A8 SLC7A5 SLC7A8 SLPI SMPDL3B SNCA SNX10 SORL1 SOX15 SOX9 SPAG1 SPCS3 SPINT1 SPINT2 SPRR1A SPRR1B SPRR2A ST14 ST6GAL1 ST6GALNAC2 ST6GALNAC5 STAC STAP2 STEAP1 SUSD6 SYBU SYK TACSTD2 TAGLN3 TBC1D4 TCF7L1 TFCP2L1 TFPI2 TFRC TGFA THBD TIMP3 TINAGL1 TLR2 TMEM132A TMEM265 TMEM30B TMEM40 TMEM51 TMPRSS11E TMPRSS4 TNFAIP3 TNFRSF21 TNFRSF25 TNFRSF6B TNFSF10 TP63 TPD52L1 TREM2 TRIM29 TRIM34 TSPAN1 TSPAN13 UPP1 VDR VGLL1 VSNL1 WWC1 XDH ZBED2 ZC3H12A ZDHHC13 ZHX2 ZNF165 ZNF185 ONDER_CDH1_TARGETS_2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ONDER_CDH1_TARGETS_2_UP AAMDC ABCA8 ABLIM3 ACKR1 ACKR3 ACTA2 ADAM12 AGTR1 ALDH6A1 ANOS1 ANPEP ANXA6 AOX1 AP1S2 ARHGAP22 ARHGEF40 ARID5B ARL3 ARMCX2 ASMTL ATP6V0E2 BBOF1 BEX4 BGN BICC1 BIN1 BLMH BPGM C14orf132 CADM3 CCDC92 CCN2 CCNE2 CDH11 CDH18 CDH2 CDK5RAP2 CDKN2C CHN1 CHST2 CILK1 CITED2 CLEC3B COL1A1 COL1A2 COL3A1 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 COL8A1 CREB3L1 CRIP2 CYBRD1 CYFIP2 CYP1B1 CYTIP DAB2 DCN DDAH1 DDR2 DGKI DLC1 DNAJB4 DOCK10 DOCK4 DPYSL3 DUSP1 EML1 ENO2 ENOX1 ENPP1 ENPP2 ENSG00000291006 EPHB2 EPS8 FAM50A FAT4 FBLN1 FBLN5 FBN1 FERMT2 FGFR1 FKBP5 FLOT1 FLVCR2 FN1 FOXN3 FTL FZD2 GADD45B GALNT10 GK GLRB GLRX GNG11 GRB10 GREM1 GSTA4 GULP1 GYPC HAS2 HMOX1 HOXA5 IGFBP3 IGFBP4 IGFBP7 IL17RC ITGA10 ITGA7 ITGBL1 JAM3 KANK2 KAT2B KCNJ6 KCNMA1 KDELR3 KLF4 KLF9 LEPR LIN7A LMCD1 LOX LPAR1 LRIG1 LTBP1 LTBP2 MACROH2A1 MAGED1 MAGED2 MAGEH1 MAP1B MARCHF3 MARCKS MFAP2 MICAL2 MIOS MITF MLLT3 MLPH MME MMP19 MMP2 MOXD1 MYBL1 MYL9 NAP1L3 NAV2 NEBL NECTIN3 NID1 NID2 NLRP1 NNMT NPTX2 NR2F1 NREP NRP1 NUPR1 OLFML3 PCDH9 PCOLCE PCOLCE2 PDGFRL PID1 PIP4K2A PLAAT3 PLOD2 PLPP3 PMP22 PNMA2 PODXL POSTN PPARG PPM1H PPP1R3C PRAF2 PRKCA PRMT2 PRR16 PRR3 PRRX1 PRUNE2 PTGER2 PTGER4 PTGFR PTX3 PXDC1 RCAN2 RECK REPIN1 REPS2 RGL1 RGS17 RGS4 RHOBTB1 RHOBTB3 RIMS1 RNASE4 RNFT2 ROR1 RPS6KA2 SATB2 SCG5 SDC2 SDC3 SEMA5A SEPTIN11 SEPTIN6 SERPINE1 SERPINF1 SHROOM2 SIX2 SLC22A4 SLC46A3 SLC7A2 SLITRK5 SNED1 SPARC SPOCK1 SRGN SRR STARD13 STC2 SV2A SYNE1 SYNM SYT11 TAF9B TAGLN TBL1X TCEA2 TFPI TGFBR3 THY1 TNFAIP6 TOX TPM1 TRAK2 TRAM2 TRBC2 TRPA1 TSC22D3 TWIST1 UGDH UQCRB VCAN WIPF1 WIPI1 WNT5A WNT5B ZBTB16 ZCCHC24 ZEB1 ZFHX4 ZNF22 ONDER_CDH1_TARGETS_3_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ONDER_CDH1_TARGETS_3_DN ADGRE2 ANO1 ARHGAP25 ARL4C ATP12A C1orf116 CEACAM6 CRCT1 CSF2 CSF3 CWH43 CXCL1 CXCL2 CXCL3 CXCL8 CYB5R2 DEPP1 DSC2 DUSP6 EDN1 EHF EPN3 FST GPRC5A HBEGF HS3ST2 IL1B IL1R2 IL36G IVL KLK10 KLK11 KLK7 KRT13 KRT15 KRT8 LCN2 MFAP5 MMP10 MTARC1 MYO5C NAV3 P2RY2 PI3 PTGS2 PTHLH S100A7 SCEL SERPINB1 SERPINB13 SERPINB2 SOX9 SPAG1 SPRR2D ST6GALNAC5 TGFA TMPRSS11E TP63 VGLL1 ONDER_CDH1_TARGETS_3_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ONDER_CDH1_TARGETS_3_UP ALDH6A1 CRIP2 CYP1B1 FTL KCNMA1 KDELR3 KLF9 LEPR MAGED1 MAGED2 PRKCA RNASE4 S100A8 STC2 TCEA2 TSC22D3 WIPI1 ZBTB16 ONGUSAHA_BRCA1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ONGUSAHA_BRCA1_TARGETS_DN ANKRD1 ARHGAP5 CCL7 CDK8 DUSP12 LYPLA1 MAPKAPK2 SCEL TPR ZFP62 ZNF638 ONGUSAHA_BRCA1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ONGUSAHA_BRCA1_TARGETS_UP APOE COL18A1 DDIT4 ECM1 ENPP2 GADD45A H1-2 HMOX1 KRT13 MAGEH1 MMP13 RBP4 TGFBI ONGUSAHA_TP53_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ONGUSAHA_TP53_TARGETS AK1 ANXA8L1 APOBEC1 CCNG1 CDKN1A COL18A1 COX6B2 CSRP2 CTSF CTSH DAXX DDIT4 DGKA EFS ENPP2 EPHX1 ERCC5 FAS FXYD3 IVL LPIN1 MATN4 MDM2 NQO1 PHLDA3 PITPNC1 PLTP PTPRVP ROBO1 SAT1 SERPINE2 SLC66A3 SRXN1 TAP1 TNFRSF18 TOB1 TP53 ZMAT3 ONKEN_UVEAL_MELANOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ONKEN_UVEAL_MELANOMA_DN ABHD6 ABLIM1 ACAA1 ACP5 ADCY6 ADD3 ADH5 ADRB2 AGPAT2 AHCYL2 AIP AKR7A2 ALDH1L1 ALDH6A1 ALDH9A1 ANAPC5 ANKRD42-DT AP2M1 APOE APPL1 ARF4 ARL1 ARL2 ARL8B ARMCX2 ARMT1 ARPC4 ASAH1 ATG3 ATP11B ATP13A3 ATP5MG ATP6V1A ATXN7 AZGP1 BAG5 BAMBI BBX BEX1 BEX4 BFAR BMI1 BRCC3 BSG BTG1 C3orf14 C4orf19 CADPS2 CAND2 CAPN7 CAPRIN1 CARTPT CAV1 CAV2 CBX7 CCDC28A CCDC51 CCNB1IP1 CCND1 CCNG2 CD200 CD44 CD83 CDH19 CDK2 CDV3 CEP57 CETN2 CFAP44 CGGBP1 CHMP2B CIRBP CMTM6 CNBP CNN3 COBLL1 COPA COX6A2 COX7A2L CPN1 CPS1 CRBN CREBL2 CREG1 CRTAP CSDE1 CSGALNACT1 CSNK2A2 CTDSP2 CTH CTNNB1 CTNNBIP1 CTSF CUTA CXADR DAB2 DAG1 DALRD3 DAZAP2 DBP DCT DDOST DDX3X DEGS1 DFFA DLC1 DLG1 DMD DNAJA2 DNAJC4 DPP6 DPYSL2 DSTN DUSP22 DUSP3 DVL3 DYNC2H1 ECSIT EDNRB EFEMP2 EIF1AX EIF1B EIF2B5 EIF2D EIF3G EIF3L EIF4A2 EIF4B EIF4G1 EMCN ENPP2 ENTPD1 ENTPD6 EPM2A ERBB3 ERC1 ERP29 ETHE1 ETV1 ETV5 FAHD2A FAM184A FAM3C FAM86B1 FARS2 FBL FDFT1 FHL2 FOXO3 FSTL3 FXR1 FYCO1 FYN FZD6 GABARAPL1 GALC GAPDHS GAS1 GCA GLB1 GLCE GLUL GMDS GMPR2 GMPS GNAI1 GNAS GNB1 GNG11 GOLGA4 GORASP1 GPD1L GPR153 GPR161 GPR37 GSTM1 GSTM3 GSTP1 GTPBP8 GYG2 GYPC H1-10 H1-2 H2AC6 H2AZ1 HACD2 HACD3 HADHA HAUS4 HBB HDAC9 HEMK1 HFE HLTF HMCES HNMT HNRNPA1P3 HNRNPDL HSD17B8 HSP90AB1 HSPA2 HSPD1 HYAL2 ID2 ID4 IFT57 IL11RA IL12RB2 IMPDH2 ING3 IP6K1 IPO5 ITM2A ITPKB JAM3 KANK2 KAT2B KCNE4 KCNS3 KDM5B KDM6A KIF3A KIN KLF11 KLF5 KLHDC3 KLHL21 KLHL24 KPNA4 LAMA4 LAMB2 LAMP1 LARS2 LETMD1 LMCD1 LPAR6 LPIN1 LRRC1 LRRC8D LSG1 LSM3 LSM5 LTA4H LYRM4 LZTFL1 M6PR MAGEH1 MANSC1 MAPRE1 MARCKS MASP1 MATCAP2 MATN2 MBD4 MBNL1 MBNL2 MBTPS1 MCAM MCM2 MED21 MEST MFAP2 MID2 MLF1 MPPED2 MRPS18B MTMR14 MTUS1 MZT2B NAA50 NAP1L1 NAP1L2 NARS2 NCKIPSD NDN NDUFAF3 NDUFB4 NDUFB5 NEDD9 NEK4 NFE2L1 NFIA NFIB NFYC NHERF1 NIBAN1 NIPSNAP1 NKTR NMD3 NMRK2 NMT2 NOCT NOL7 NONO NPM1 NR4A3 NRIP1 NRP2 NSG1 NT5DC2 NUDT21 NUDT3 OARD1 OGA OSBPL10 OSBPL2 PALLD PARL PBX1 PCLO PCNP PCOLCE2 PDCD10 PDCD4 PDE4B PDE4D PDGFC PDGFD PDHB PEG10 PEPD PEX5 PEX6 PGD PIK3CA PIK3R1 PIK3R4 PIWIL1 PLA1A PLAAT1 PLIN2 PLOD2 PLSCR1 PLSCR4 PMEL PMM1 PMP22 POLR1D POSTN PPP1R3C PPP2R5D PPT2 PRCP PREPL PRKACB PRKAR1A PRKCH PRKCI PRPF4 PSD3 PTEN PTP4A1 PTP4A2 PXDC1 QARS1 RAB11FIP1 RAB17 RAB4A RAB6B RAB7A RABGAP1L RABGGTB RAF1 RARB RHOA RHOBTB3 RIOK3 RIOX2 RMND5A RNASE4 RNF13 RNF7 ROBO1 ROPN1 RPL10A RPL10P2 RPL11 RPL13 RPL14 RPL15 RPL15P22 RPL18A RPL22 RPL23 RPL24 RPL27AP RPL28 RPL29 RPL29P5 RPL29P7 RPL3 RPL31 RPL32 RPL35A RPL36AL RPL5 RPS10P5 RPS14 RPS27A RPS5 RPS8 RPS9 RPSA RPSAP20 RRAGD RSL1D1 RSL24D1 RYBP RYR1 SAMM50 SATB1 SCAMP1 SCAP SCARB2 SDC4 SDHAF3 SEC11A SEC14L5 SEC62 SECISBP2L SEMA6A SERBP1 SERP1 SERPINB6 SERPINB9 SERPINI1 SETD2 SIK1 SIRPA SIRPAP1 SLC16A1 SLC25A36 SLC25A38 SLC25A6 SLC35A3 SLC35A5 SLC35D2 SLC39A6 SLC3A1 SLC41A3 SLC6A15 SMARCA1 SMARCC1 SNAP23 SNCA SNHG32 SNRK SNRPN SOBP SORBS1 SOS2 SOX9 SPAG16 SPIN1 SPP1 SPRY1 SPRY2 SS18 SSBP2 ST13 ST3GAL6 SYBU SYNM TBL1XR1 TBX2 TDRD3 TESK1 TEX41 TFAP2A TGOLN2 TIMP3 TIPARP TJP1 TJP2 TKT TLR1 TLR4 TMEFF1 TMEM47 TMEM97 TOM1L1 TOMM20 TOMM70 TOP2B TOX4 TPP1 TRAK1 TRIOBP TRIP6 TSPAN14 TSPAN6 TSPYL1 TUBB4A TUSC3 TWF1 TWNK TXNDC5 TXNIP TYR UBL3 UBXN7 UMPS UQCRC1 USP4 USP46 VAMP3 VAMP8 VPS51 VWA5A WAC WDR1 WWP2 XPC YIPF5 YLPM1 ZBED1 ZBTB20 ZBTB38 ZC3H13 ZDHHC3 ZMAT3 ZNF148 ZNF185 ZNF217 ZNF22 ZNF415 ZNF423 ZNF532 ZNF544 ZNF593 ZNF91 ZSCAN12 ZSCAN18 ONKEN_UVEAL_MELANOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ONKEN_UVEAL_MELANOMA_UP AACS ABCC1 ABHD3 ABR ABTB2 ACACB ACADVL ACIN1 ACKR3 ACLY ACSL1 ACTB ACTN4 ACTR3 ADAM17 ADAM23 ADAMDEC1 ADCY1 ADCY3 ADCY9 ADGRA3 ADGRE5 ADGRG1 ADGRL1 ADI1 AGAP1 AGO2 AHI1 AHNAK2 AK4 AKAP13 AKAP9 ALG13 ALG5 ALK AMZ2 ANK2 ANKRD10 ANKRD46 ANP32E ANXA11 ANXA4 AP1G2 AP1S1 APOBEC3G APOD APP APPBP2 ARFGEF1 ARFGEF2 ARHGAP1 ARMC1 ARMC9 ARPC2 ARRB1 ASAP1 ASAP2 ASB9 ASF1A ASPH ASS1 ASTN2 ATG14 ATM ATMIN ATP10A ATP2A2 ATP2B1 ATP6V1C1 ATP6V1H ATP9A AUH AUP1 AZIN1 B2M BAG2 BAIAP2 BASP1 BAZ1A BAZ1B BAZ2B BCOR BDH2 BICD2 BIN1 BIRC7 BMERB1 BOLA2 BOP1 BTAF1 BTN3A3 C1QA C1QB C1R C2 C2CD2 C4A C8orf33 C8orf44 CADM1 CALM1 CALR CAMSAP2 CAPN2 CAPRIN2 CASP1 CASP8AP2 CAVIN3 CBFB CBR1 CCDC93 CCN3 CCNA2 CCND2 CCNDBP1 CD55 CD58 CD74 CDC16 CDC25B CDC27 CDC42BPA CDC42BPB CDC42EP3 CDH1 CDK1 CDK17 CDK19 CDK2AP1 CDK5R1 CDKN1A CEBPD CELF2 CELSR1 CENPU CERS2 CERS6 CHCHD7 CHD3 CHD7 CHST3 CIAO1 CITED1 CKS2 CLEC2B CLIC4 CLINT1 CLIP1 CNIH4 CNOT4 COL18A1 COL1A2 COL4A1 COL6A1 COMT COPS5 COPS8 COQ2 COTL1 COX6C CPNE3 CPSF1 CREM CSPG4 CSPP1 CTPS1 CTSB CTSC CTSH CTSK CTSS CTTN CUX1 CXCR4 CYC1 CYP51A1 CYRIB DAP DAPK1 DCAF8 DDX39A DDX60 DECR1 DENND5A DERL1 DGAT1 DGCR2 DIAPH2 DLG5 DLGAP5 DLST DMXL1 DNAJC10 DNAJC13 DNAJC2 DOCK4 DOCK9 DPY19L4 DUSP14 EBAG9 EFHC1 EFR3A EGR1 EGR3 EIF4E2 EIF4EBP3 EIF4G3 ELOC ELOVL6 EMC2 EMC7 EML3 EMP1 EMP3 ENOSF1 ENY2 ETS2 EXOSC4 EXOSC8 EXT1 FABP3 FABP5 FADS1 FADS3 FAM174B FAM193A FAM216A FAR2 FASN FASTKD1 FBXL7 FCER1G FEZ1 FGF13 FGF9 FHL1 FKBP11 FKBP1A FLNC FNBP1 FNBP4 FRMD4B FRY FXYD5 FXYD6 FZD5 FZD7 G6PC3 GALNT7 GATAD1 GBA1 GCH1 GDF15 GDI1 GEM GEMIN6 GFUS GGNBP2 GLA GLRX2 GNAS GNPTAB GNS GOLM1 GOLPH3 GPAA1 GPM6B GPR107 GPR143 GPR89B GREB1 GRINA GSDMD GSPT1 GSS GTF3A GUSB H2AX HACD1 HAUS3 HCFC1R1 HCLS1 HDAC1 HDAC4 HERC2 HERC2P9 HK2 HLA-B HLA-DMA HLA-DPA1 HLA-DPB1 HLA-DRA HLA-DRB1 HLA-E HLA-F HLA-G HLA-J HMGB2 HMGXB3 HNRNPA1 HNRNPD HNRNPDL HSD17B12 HSPB8 HSPH1 HTATIP2 HTRA1 IARS1 IDE IDH2 IER3 IER5 IFFO1 IFI16 IFITM1 IFITM2 IFITM3 IFNGR1 IGF2R IGFBP7 IMPA1 INPP4B INTS8 IPO9 IQGAP1 IRAK1 IRF9 ISG15 ITGA6 ITPR2 JAG2 JMJD1C KCND3 KCTD12 KDELR3 KDM7A KDR KIAA0232 KIF14 KIT KNOP1 KPNA2 KPNB1 LACTB2 LAMA5 LAMC1 LAMTOR2 LAP3 LAPTM4B LAPTM5 LARP1 LDB3 LDLRAD4 LETM1 LGALS1 LGALS3 LGALS8 LHFPL2 LHFPL6 LINC00342 LRP1 LRP8 LRRFIP1 LSM14A LTBR LUC7L2 LUC7L3 LY6E LY96 LYN LYPLA1 LZTS1 MACF1 MACROD1 MAD1L1 MAN1C1 MAN2A2 MAP2K3 MAP3K12 MAP4K3 MARCHF7 MARK3 MBD2 MCM3AP MCM4 ME1 ME2 MED15 MED7 MEIS2 MEMO1 MET MEX3C MFSD10 MGAT2 MGST2 MICAL1 MINK1 MLH3 MMP2 MORC2 MPC1 MPHOSPH9 MR1 MRM2 MRPL13 MRPL15 MRPL19 MRPL40 MRPS28 MSL1 MSN MT2A MTCL1 MTDH MTERF3 MTFR1 MTR MTSS1 MTX1 MXRA7 MYO18A MYO6 MYOF NACC2 NANS NASP NAT10 NBN NCOA2 NCOR1 NDRG1 NDUFA6 NDUFB8 NEK3 NENF NETO2 NF1 NFATC2IP NFIL3 NIPA2 NME4 NOTCH2NLA NOTCH3 NOX5 NPAS2 NPIPA1 NPIPB15 NPIPB3 NQO1 NR4A2 NRDC NSMAF NSMF NT5DC3 NT5E NTAN1 NUCB2 NUDT15 NUMB NUP58 NUP88 NUSAP1 NXN ODR4 OGT OLFM1 OPN3 ORMDL2 OTUB1 OXCT1 OXR1 P4HA1 P4HA2 PAM PARP12 PCDH7 PCDHGC3 PCGF2 PCGF3 PCMT1 PCNA PDE10A PDE4A PDE4DIP PDLIM1 PDS5A PDXK PEA15 PEX2 PFKFB3 PFKP PFN1 PFN2 PGAM1 PGAP1 PHACTR1 PHF11 PHF20L1 PHF21A PHLDA2 PIGA PIK3C2A PIK3C3 PILRB PIN4 PITPNC1 PKD2 PKM PLAAT4 PLEKHF2 PLOD3 PLPP3 PLTP PLXNC1 PMM2 PNISR POLA1 POLR2K POLR3C POMP PPIP5K2 PPP1R10 PPP1R12A PRDX4 PRKCA PRKDC PRPF4B PRRC2C PRUNE1 PSAP PSMA3 PSMA7 PSMB1 PSMB9 PSMD14 PSME2 PSME4 PSPC1 PSRC1 PTDSS1 PTGER4 PTGS1 PTK2 PTOV1 PTP4A3 PTPA PTPN2 PTPRA PTPRC PTPRM PTRH2 PUM3 PUS7 PXDN QDPR RAB2A RAB31 RABGAP1L RAD21 RAD54B RAI14 RALGAPA1 RAP1GAP RAP1GDS1 RAPGEF4 RB1CC1 RBFOX2 RBM25 RBM28 RBMS1 RCAN1 RCBTB1 RDH11 RDX RECQL REEP1 RETREG1 REV3L RGS20 RGS5 RHOB RHOT1 RIDA RIN3 RMDN1 RNF139 RNF144A RPGR RPL17 RPL37A RPS6KA2 RRN3 RUFY3 S100A1 S100A11 S100A13 S100A6 SACS SAFB2 SAMD4A SAP30 SAR1B SCAMP4 SCD SCO2 SDHA SEC24D SEC63 SEL1L3 SEPTIN10 SEPTIN2 SERINC5 SETDB1 SFI1 SFPQ SFXN3 SGCB SGK1 SGSH SH3BGRL3 SH3YL1 SHC1 SHFL SHTN1 SLC11A2 SLC1A1 SLC1A4 SLC20A1 SLC22A18 SLC23A2 SLC25A13 SLC25A32 SLC2A3 SLC35A1 SLC35E3 SLC38A6 SLC39A4 SLC45A2 SLC7A8 SMAD3 SMARCA4 SMARCA5 SMCHD1 SNRNP35 SNRPA1 SNRPG SNW1 SNX16 SOAT1 SOCS2 SOD2 SORD SORL1 SOS1 SOX13 SP110 SPARC SPARCL1 SPAST SPATA20 SPIDR SPON2 SPTAN1 SPTBN1 SQLE SREK1 SRSF11 SRSF7 SSX1 STAM STAT1 STAT6 STK3 STOM STS SULT1A1 SULT1A2 SULT1A3 SUPT16H SYNCRIP SYNE2 SYNPO TACC2 TAF2 TAGLN2 TAPBP TBC1D1 TBC1D16 TBK1 TBL2 TCEA1 TCERG1 TCF12 TDG TENT4A TERF1 TFPI2 TGS1 THUMPD2 TIA1 TIMP2 TM2D1 TM9SF2 TMCO1 TMEM164 TMEM165 TMEM168 TMEM214 TMEM38B TMEM70 TMEM87A TNFAIP2 TNFAIP8 TNKS2 TNPO1 TOR1AIP1 TPBG TPD52 TPP2 TPR TPST2 TRA2A TRAF3 TRAF5 TRAM1 TRAPPC10 TRAPPC13 TRBC1 TRIB1 TRIM22 TRIM33 TRIO TRPV2 TRRAP TSC22D1 TSPAN31 TSPYL5 TTC28 TTC3 TYMP TYMS TYROBP UBE2K UBE2S UBE2V2 UBE2W UBE3A UBR5 UBXN2B UBXN4 UFL1 UGGT2 UQCRB URB1 USP48 VCPKMT VLDLR VMP1 VOPP1 VPS13B VPS28 VSIG10 WARS1 WASHC5 WBP1L WIPF1 WIPI1 WLS WSB1 WWC3 WWP1 WWTR1 YTHDF3 YWHAZ ZBTB10 ZC3H11A ZC3H7A ZDHHC11 ZEB2 ZFP36L2 ZHX3 ZMYND8 ZNF267 ZNF410 ZNF451 ZNF623 ZNF7 ZNF706 ZNF84 ONO_AML1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ONO_AML1_TARGETS_DN ADGRE5 CASP4 CCL5 CCR2 CCR5 CCR7 CCR8 CD81 CD84 CDK6 CREM CXCR3 CXCR4 FFAR2 FOXN3 GPR83 IGFBP4 IL10 IL17A IL17RA IL21 IL4 IL4R IRF4 ITGAE IZUMO1R PARP1 RBL1 RUNX2 RUNX3 SELL SGO1 SLAMF6 SOCS2 SOCS3 TCF3 TNFRSF18 TNFRSF25 TNFSF8 ONO_AML1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ONO_AML1_TARGETS_UP CCNF CD244 CXCR6 DDX5 DLK1 E2F1 EOMES FASLG FOS GADD45B GZMA GZMB HAVCR2 IFNG JUN MECP2 NKG7 P2RY14 PAK1 PDCD1 PDCD1LG2 RGS2 SEMA4A SLAMF7 ONO_FOXP3_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ONO_FOXP3_TARGETS_DN BCL2 CASP1 CASP4 CCL5 CCNA2 CCNF CD84 CDK6 CDKN1A CXCR4 CXCR6 E2F1 EOMES FASLG FFAR2 FOXN3 GPR171 GZMA HAVCR2 HNRNPA1L2 IGFBP4 IL17A IL17RA IL21 IL4 IL4R IRF4 P2RY14 PARP1 RBL1 RBL2 RUNX2 RUNX3 SELL SEMA4A SGO1 SLAMF6 TCF3 TGFBR3 TNFRSF25 TNFSF8 ONO_FOXP3_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ONO_FOXP3_TARGETS_UP ADGRE5 CCR2 CCR5 CCR7 CREM CXCR3 DDX5 DLK1 FOS GADD45B GPR83 GZMB IL10 ITGAE IZUMO1R JUN MECP2 PAK1 PDCD1LG2 RGS2 SLAMF7 SOCS2 TNFRSF18 OSADA_ASCL1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OSADA_ASCL1_TARGETS_DN ADGRG2 AHNAK AXL BCL2A1 BIRC3 CD44 CDH1 CRIM1 CYP1B1 CYP24A1 DKK1 DKK3 DUSP1 FGFR1 IGFBP6 KLF5 NRG1 PPP1R14A RASSF2 RSPO3 SEMA3C SOCS3 TGFBI WNT7B OSADA_ASCL1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OSADA_ASCL1_TARGETS_UP ADGRG1 ANGPT2 ATF3 BDKRB1 BDKRB2 BMF CALY CBFA2T3 CCR6 CHGB CLDN14 DLL1 EDN3 GAS2 IGFBP1 IGFBP5 ITGA1 JAG2 KLK1 KLK3 KRT13 KRT14 LFNG LTB MTSS1 MYB PPP1R16B RAB37 RAB3B RASA4 RASGRP3 RASSF4 RET RGS16 RHOBTB3 RNF128 SCG2 SCG3 SEMA3E SEMA6A SMYD3 SSTR1 SSTR2 SYTL2 TAMALIN VDR OSAWA_TNF_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OSAWA_TNF_TARGETS CFLAR COL3A1 CXCL8 EFNA1 HABP2 IER3 JAG2 LPAR2 TNFAIP2 TP53BP2 OSMAN_BLADDER_CANCER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OSMAN_BLADDER_CANCER_DN ABCC5 ABCG1 ABL2 ACTR6 ADNP2 ADPRM AGMAT AHCYL1 AKT1 AKT2 AOC2 ARFGAP2 ARHGAP45 ARHGEF2 ARID1A ARIH2 ARPP19 ASXL1 ASXL2 ATL2 ATP8B1-AS1 ATP8B2 AVIL BACH2 BICRAL BROX BUD13 C12orf57 C2orf68 C3orf62 CACNA1A CAMK1D CARD11 CCAR2 CD27 CD53 CDC123 CDK12 CELF1 CELF2 CENATAC CEP57 CHD2 CHMP3 CHST11 CHTOP CIAO1 CKLF CLIP1 CMTM2 COL18A1 COPB2 CSDE1 CSTF2T CSTF3 CTDSP2 CUL4A CXCL6 CXCL8 CYB561D1 CYB5A CYRIB CYTIP DDX19A DEDD2 DENND10P1 DGKA DIABLO DIDO1 DIS3 DIS3L2 DMAC1 DNAJC7 DPF2 DPH5 DTX4 EBPL EDF1 EEF1B2 EEF1G EEIG1 EFHC1 EIF2S3 EIF4A2 EIF5B ELL ELL3 ELOVL5 EMD ENGASE ENOSF1 EPB41 EPB41L4A-AS1 EPC1 EPM2AIP1 EPOR EPS15L1 ERGIC1 FAM120AOS FAM174A FAM220A FAM221A FAM30A FAU FBL FCGR2B FCMR FCRLA FKBP15 FLVCR1 FMNL1 FUNDC1 GABARAPL1 GARRE1 GART GAS5 GATAD2A GATD3 GGA2 GLIPR1 GLMN GNAS GNG7 GOSR1 GPBP1 GPR18 GRIPAP1 GSDMD GZMK H1-2 H2AC6 H2BC21 H3-3B H4C8 HCG27 HERC2P9 HIF1AN HIVEP2 HMGN4 HNRNPC HNRNPD-DT HNRNPM IDS IFT20 IKBIP IKZF1 INPP5F IP6K2 IREB2 IRF8 ISG20 ITGB2-AS1 ITPKB JMJD7-PLA2G4B KATNBL1 KCMF1 KMT5B LBH LEPROTL1 LINC01138 LINC01410 LOC105376805 LSM12 LYRM9 MAL MAML2 MAP3K13 MAP3K7CL MARCHF6 MARS1 MDM4 MED14 METTL4 MLH3 MLX MLXIP MOSMO MPRIP MPZL1 MPZL3 MRPS14 MRPS30 MRPS6 MTCH1 MTERF4 MTHFS MYL12A MYO1F NAA10 NBPF11 NCOA4 NELL2 NFATC1 NFYA NINJ1 NISCH NMT2 NOP53 NOSIP NSD3 NUDT5 OCIAD2 OFD1 OGA OGT OSBPL2 OSER1 OST4 P2RX5 PABPN1 PCBP1-AS1 PDCD4 PDCD4-AS1 PDE7A PEX16 PHF1 PHF20 PHF3 PIGL PITPNC1 PM20D2 PML POLR2M PPFIA1 PPHLN1 PPIF PPM1K PPP2CA PPP2R5C PPTC7 PRDX3 PRKAR1A PRMT2 PRPF3 PRPSAP2 PRUNE1 PRXL2A PSMB8-AS1 PTPRE PUM1 QRSL1 RABGAP1L RAD50 RALGPS2 RASGRF2 RASGRP2 RBM33 RBM4 RBSN RERE RHBDD1 RHOH RIGI RIPK1 RNF216 RPA1 RPGRIP1 RPL10 RPL10A RPL12 RPL13 RPL13A RPL14 RPL15 RPL18A RPL19 RPL22 RPL23A RPL24 RPL28 RPL29 RPL29P5 RPL3 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL37 RPL38 RPL4 RPL7A RPL9P7 RPLP0 RPLP2 RPS10 RPS11 RPS13 RPS15 RPS16 RPS17 RPS18 RPS20 RPS21 RPS24 RPS25 RPS27 RPS3 RPS3A RPS4X RPS4XP2 RPS5 RPS6 RPS6KA5 RPS7 RPSA RUBCNL SAFB SAMD4B SAP30BP SART1 SART3 SATB1 SCAP SCFD2 SDE2 SELENOH SELENOK SENP1 SEPTIN2 SEPTIN6 SERF2 SERINC3 SERTAD2 SF3A1 SFI1 SGK1 SH2D1A SIAH1 SIK3 SIN3A SKAP1 SKI SLC7A6 SMARCA2 SMARCC1 SMARCC2 SNHG8 SNIP1 SNN SNORD104 SNORD22 SNORD60 SNRNP200 SP110 SPATA2 SPATA2L SRSF4 SRSF6 SRSF8 SS18L2 SSR4 SSU72 ST13 ST3GAL1 ST8SIA4 STAT3 STRBP STX17 STX7 SUPT20H SURF1 SYS1 TAGAP TARDBP TBP TEFM TENT4A TGFBR2 TM2D3 TMC8 TMCC3 TMEM243 TMEM268 TMEM41B TMEM63A TNFAIP2 TNKS TOX4 TP73-AS1 TRAF5 TRAF7 TRAPPC2 TRIM38 TRIM56 TSPAN3 TSPOAP1-AS1 TSR3 TTF1 TUBD1 TUBGCP3 TUG1 UACA UBA52 UBE2B USP36 USP7 UST VAMP1 VWA8 WDR20 WDR33 WIPF2 WIPI2 XPO7 ZBED5-AS1 ZC3H6 ZFAND2A ZFAS1 ZFP36L1 ZNF133 ZNF230 ZNF274 ZNF275 ZNF398 ZNF431 ZNF487 ZNF493 ZNF506 ZNF544 ZNF677 ZNF763 ZNF767P ZNF780B ZNF791 ZNF852 ZNF875 ZNF879 ZSCAN16 ZSCAN26 OSMAN_BLADDER_CANCER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OSMAN_BLADDER_CANCER_UP A2M-AS1 AASDH ABCB10 ABHD17A ABRAXAS2 ACBD5 ACER3 ACTR1A ACTR3 ADSS2 AGO3 AGPS AGTRAP AKAP13 ALDH2 ALDH3B1 ALG13 ANKRD17 APOBEC3C APPL1 ARIH1 ARPC4 ASB8 ASPHD2 ATF7IP ATG5 ATP11B ATP6V1D ATXN1 AZI2 B4GALT6 BAX BBX BCLAF1 BICD2 BLM BLOC1S6 BLTP1 BRD7 BRWD3 BSG C19orf12 C1orf162 C3AR1 CALR CAMKK2 CBX6 CCDC125 CCDC88C CCND3 CCSER2 CCZ1 CD44 CD47 CD48 CDADC1 CDC5L CEBPA CENPU CEP57 CERT1 CHD9 CHST2 CHURC1 CITED2 COQ2 CPNE3 CRIPT CRTAP CSNK1A1 CTSB CTSC CTSD CYBB CYP1B1 DCAF10 DCUN1D1 DESI2 DHFR DHX36 DIAPH2 DLEU2 DNAJB14 DPYD DSTNP2 DYNLL2 EDEM3 EIF2S1 EIF4G1 EIF5 EIF5A ELF1 EMB ENO1 ENPP4 EOLA1 ERAP1 ERGIC1 ERGIC2 ESF1 EWSR1 FAM107B FAM120A FAM133B FAM172A FAR1 FBXO22 FBXO9 FBXW5 FCER1G FCRL2 FGFR1OP2 FLNA FNIP1 FOXN2 FPGT FRMD4B FXR1 FYB1 G2E3 GALNT1 GANAB GAS7 GBE1 GCLM GLUD1 GLYR1 GNB1 GOLIM4 GRK3 GZMH H1-10 HAUS6 HAVCR2 HCFC2 HCG18 HIPK2 HNRNPL HSP90AA1 HSP90B1 HSPA13 IER3IP1 IFNAR2 IGFBP7 IL15 IMPACT INO80D INPP5A INTS6 IQGAP1 IRAK3 IRF2BP2 ITGB2 JAZF1 KBTBD6 KCTD12 KHDRBS1 KLF2 KLHDC3 KLHL24 KLHL6 KLHL7 KLHL9 KMT2C KPNA3 KPNA6 KPNB1 KTN1 KYNU LACTB2 LAIR1 LDHA LDLRAD3 LGALS3 LILRA2 LILRB1 LIN7C LNPEP LNPK LPGAT1 LRRC57 LYPLA1 LYST MACROH2A1 MAGT1 MALAT1 MAN2A1 MAP3K2 MAP3K20 MAPK14 MARCHF1 MBD4 MBNL1 MCTP2 MED19 MEX3C MFF MIR3939 MOB1A MR1 MRPS10 MS4A3 MS4A4A MS4A7 MTDH NAMPT NBN NBPF14 NCKAP1L NDUFS1 NEAT1 NEMF NFE2L2 NFKBIZ NKG7 NKTR NMD3 NNT NOL9 NRIP1 NUCKS1 NUDT3 NXT2 OTUD6B OXR1 P4HB PABPN1 PARP4 PCMTD1 PCNA PDAP1 PDIA3 PDLIM5 PHACTR2 PHAX PHC3 PIAS1 PIK3R1 PKM PLA2G4A PLSCR1 PNISR PREP PRF1 PRNP PRPF40A PRR11 PSENEN PSME4 PTCD3 PTGER2 PTP4A2 PTPN22 PTPRC RAB10 RAB14 RAB27A RAD21 RAD23B RAP2A RASA2 RBM12B RBMS1 RECQL RFXANK RHOQ RIF1 RING1 RIOK3 RIPK2 RMDN1 RNH1 RNPC3 RNU6-1016P RO60 RPS6KC1 RSBN1 RSF1 RUNX3 SAE1 SAMHD1 SAP30 SARNP SCAF11 SCAMP1 SCAMP2 SCARB2 SCP2 SDF4 SDHC SEC24A SECISBP2 SERBP1 SERINC3 SESTD1 SF3B1 SGMS2 SLC16A6 SLC1A4 SLC25A13 SLC25A36 SLC25A37 SLC25A40 SLC26A2 SLC44A1 SMAD5 SMAD7 SMC3 SMG1 SNHG5 SNRNP48 SNTB2 SNX13 SNX16 SOCS2 SOS1 SPI1 SPIN4 SPPL2A SRP19 SRP72 SRSF11 SSH1 SSX2IP STK4 STRN STRN3 SUGT1 SUZ12 SYNCRIP TAF15 TALAM1 TAPBP TBC1D8 TBL1XR1 TCF7L2 TGFB1 TGOLN2 THAP6 THUMPD3 TIPRL TM2D1 TM9SF4 TMED5 TMED7 TMED8 TMEM106B TMEM107 TMEM33 TMOD3 TMPO TMX1 TNFSF13 TNKS2 TNPO1 TNPO3 TNRC6B TOP1 TPM4 TPP1 TRAK2 TSNAX TSPAN31 TTC17 TTC33 TUBB4B TWF1 TYMS UBA6 UBE2W UBQLN2 UBXN4 UBXN7 UGCG UHMK1 USP1 USP16 USP42 USP47 VASP VTA1 WASHC4 WDR41 XRCC4 YEATS4 YLPM1 YWHAE YY1 ZC3H7A ZDHHC5 ZER1 ZFAND3 ZFYVE16 ZMAT3 ZNF148 ZNF253 ZNF316 ZNF319 ZNF562 ZNF641 ZYG11B OSWALD_HEMATOPOIETIC_STEM_CELL_IN_COLLAGEN_GEL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OSWALD_HEMATOPOIETIC_STEM_CELL_IN_COLLAGEN_GEL_DN ABCA11P ABRAXAS2 ACTR2 ADGRG1 AGFG1 AKR1D1 ALB ALDH2 ALDOC ALG13 AMFR ANAPC5 ANKRD11 ANKRD12 ANKRD6 AP3D1 APP APPBP2 ARMC8 ARMH3 ASNS ASS1 ATF5 ATG12 ATP2A3 ATP9B AXL BACE2 BANP BAX BEND5 BLTP1 BMPR2 BNIP3 BPTF BRWD1 C1orf109 C1orf54 CACYBP CALD1 CANT1 CASP2 CASP8 CCDC88C CCND1 CCNE2 CCPG1 CCR2 CD200 CD24 CD9 CDKAL1 CDV3 CEPT1 CES1 CFD CILK1 CNN3 CR1 CREB1 CTC-338M12.4 CX3CR1 CYB5RL CYLD DBT DDX17 DDX39B DDX50 DHFR DUSP9 DZIP3 EFCAB14 EGLN3 EIF5A ELL EPRS1 EPX ERAP1 EZR F2R FAM13A FAM200C FCGR2B FEM1C FZD2 GABPB1-IT1 GADD45A GALNT3 GOLGA8A GPR18 GPRC5C GPSM3 GRIK5 GUCY1A1 GYPA H4C3 H6PD HACD3 HGSNAT HIGD2A HNRNPH1 HOPX HSPA1A HSPA1B HSPA6 ID1 IFI44 IFI6 IFT20 IFT74 IL13RA1 IL17RB IL2RG IRAG2 IRAK4 JCHAIN KANSL1L KDM5B KLF13 KLHL24 KRIT1 L3MBTL1 LAMTOR3 LDLRAD4 LGALS3BP LIAS LRIF1 LRRC1 LRRFIP1 MACROH2A1 MAP3K1 MAP3K2 MAP4K5 MAPRE2 MARK4 MEAK7 MED13L MEF2A MEOX1 MINDY3 MIR3648-1 MMRN1 MMUT MRPS18B MSMO1 MT1E MT1F MT1G MT1H MT1X MT2A MTRF1 MXI1 MXRA7 MYCBP N4BP1 NCAM2 NFAT5 NFIB NLK NONO NOPCHAP1 NUTF2 OTUD4 P4HA1 P4HA2 PAK2 PCM1 PDPK1 PEX11A PF4 PF4V1 PGGT1B PGM3 PKP4 PLAG1 PLAUR PLG PLPP3 PMP2 POLD4 POU2F1 PPBP PPP4R3A PRRC2C PSG1 PTAFR PTPN22 PTPRB PTPRCAP PTPRO RAB3GAP2 RABGAP1 RASGRP3 RBM25 RECK RGS10 RIOK3 RLF RNLS RPL36 RPS10P5 RPS21 RPS3AP5 RRAGD RRAS RRAS2 RRN3 RSRP1 RWDD1 S100P S100PBP SAFB SCN9A SERPINF1 SET SFSWAP SIGLEC6 SIK2 SLC16A3 SLC2A3 SLC50A1 SLC6A8 SMG7 SNX10 SNX19 SOCS1 SOS2 SP140 SPATA5L1 SPEN SPP1 SRSF6 ST8SIA4 STC2 TBL1XR1 TESK1 THBS1 THNSL1 TLK1 TM6SF1 TMEM156 TMEM45A TMOD3 TMPO TNS1 TOMM22 TPI1 TPR TRADD TRAPPC2 TRBC2 TRDC TSPAN32 TSPOAP1 TXN2 TXNIP UBE2D1 UBE2W UBR2 UGCG UTS2 VAMP4 VENTXP1 VLDLR WDR33 ZBTB1 ZFR ZFX ZKSCAN1 ZNF140 ZNF175 ZNF277 ZNF292 ZNF302 ZNF322 ZNF580 ZNF609 ZNF93 ZSCAN12 ZSCAN18 OSWALD_HEMATOPOIETIC_STEM_CELL_IN_COLLAGEN_GEL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OSWALD_HEMATOPOIETIC_STEM_CELL_IN_COLLAGEN_GEL_UP ABCG2 ACSL6 ACSM3 ADD1 ADNP2 AGAP1 AHCYL1 AHSP AKAP13 AKR1C1 AKR1C3 ALAD ALDH1A1 AMIGO2 ANGEL2 AREG ARL4A ARL4C ARMC8 ATF3 ATL2 AVPR1A BAG5 BCL2A1 BIRC3 BRD4 BTG2 C3AR1 CA1 CASQ1 CCL2 CCL3 CCL4 CCN3 CCR9 CD14 CD44 CD83 CDC42EP3 CDK5R1 CDKN1A CENPI CFLAR CHD3 CHEK1 CIRBP COL15A1 COL2A1 CRISP2 CTNNBL1 CTSL CXCL1 CXCL10 CXCL2 CXCL3 CXCL8 CYP1B1 DAB2 DDX3Y DHRS9 DLEU2 DNAJC8 DND1 DSTYK DUSP1 DUSP2 EDEM3 EGR1 EGR3 EHD1 EIF3M ENSG00000275616 EPB42 EREG ETS2 F3 F7 FAM117A FBN1 FBXO11 FERMT2 FH FLNC FOS FOSB FUS FZD7 GAD1 GADD45B GALNT2 GANAB GATAD2A GCFC2 GCLC GGCX GPR183 GPS2 GRAP2 H1-10 H3-3B HCAR3 HGF HIPK1 HK2-DT HNRNPA1 HNRNPDL HOMER3 HOOK1 HRH4 ICAM1 IER2 IER3 IER5 IL12A IL1A IL1B IL1R2 IL1RN IL2RB IL6 JUN JUNB KAT2A KCNJ2 KDM4B KLF2 KLF4 KLF6 KLF9 KPNB1 LARP1 LAS1L LEF1 LINC00667 LUC7L3 MAFF MAGEH1 MAOB MAPK3 MCL1 MTOR NAP1L1 NF1 NFE2L2 NFKBIA NR4A2 NR5A2 NREP NUP160 ODF2 PAFAH1B2 PALM2AKAP2 PDE4B PEG10 PHF14 PHOX2A PIK3C2B PKP4 PLK2 POU4F1 PPP1R15A PPP4R3B PROX1 PRRC1 PSMD11 PSME4 PTGER4 PTGS2 PTX3 RAB11FIP1 RAB5C RASSF4 RCC1 RGS1 RGS2 RHAG RHOBTB3 RHOQ RNASE1 ROM1 RPL23 RUNX1 SBSPON SEC23IP SEPTIN8 SERPINB2 SF3A3 SF3B1 SGK1 SIK3 SKP2 SLC12A2 SLC7A1 SLCO2B1 SMC3 SOD2 SPA17 SPRY2 SPSB1 SRRM1 SSB SZRD1 TAC3 TBC1D5 TCF4 TFAP2A TGM4 TIMM17A TIPARP TIPIN TNF TNFAIP3 TNFAIP6 TOR1AIP2 TREM1 TRIB1 TUBA3C USP46 VPS37B YRDC ZC3H12A ZFP36 ZFP36L1 ZWILCH OUELLET_CULTURED_OVARIAN_CANCER_INVASIVE_VS_LMP_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OUELLET_CULTURED_OVARIAN_CANCER_INVASIVE_VS_LMP_DN AEBP1 AR ATM BBS9 CCL7 CCR9 CDH8 CELA3A CETN1 CFLAR COL11A1 FBN2 FEV FLNA FUT3 GLI3 GSTP1 HYAL2 IGLC7 KRT6A LIMK2 LRRC17 MAP1A MMP2 NELL2 NHLH1 NOP14-AS1 ODF1 PSG11 SERPINA3 SIGMAR1 SIRPB1 TH TMEM94 TRIB1 OUELLET_CULTURED_OVARIAN_CANCER_INVASIVE_VS_LMP_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OUELLET_CULTURED_OVARIAN_CANCER_INVASIVE_VS_LMP_UP ACAA2 ACADM AHCY AIMP2 ANXA3 ANXA8 ARL4D ATP1B1 BIRC3 CAPG CAPZA2 CBX1 CCNE1 CKS2 CSE1L CXADR DCUN1D4 DNAJC7 DUSP4 ELF2 EMG1 FLII GALE GBA1 GCSH GGH GMFB GOLGA1 GTF2B HNRNPM HOXB7 HSD17B4 JCHAIN KRT18 KRT19 KRT7 KRT8 LAMB1 LDHB LMO4 MARK3 MMD NDUFS8 PNN POLD2 PROCR PSMD4 PUDP QARS1 RAB11A RAE1 RBBP4 RBBP7 RBM39 SAFB SALL2 SEPHS2 SET SHROOM2 SLC4A2 SPEG SRI SRP72 SULT1A3 TBCE TNFRSF1A TSPAN3 UBB XRCC6 OUELLET_OVARIAN_CANCER_INVASIVE_VS_LMP_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OUELLET_OVARIAN_CANCER_INVASIVE_VS_LMP_DN CFH CIRBP GAMT GNA11 ITGB3 KHSRP LGALS8 RBP1 RPS29 SHROOM2 SMAD3 STX5 OUELLET_OVARIAN_CANCER_INVASIVE_VS_LMP_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OUELLET_OVARIAN_CANCER_INVASIVE_VS_LMP_UP ACP1 ADAR ARF4 ATP13A3 ATP1B3 ATP5F1B ATP5F1C ATP5PB B2M BTG3 CAPG CBX1 CCNE1 CD47 CD9 CDKN3 CFI CKAP5 CKS1B CKS2 COPB2 COPS5 COX6A1 COX7B CSE1L CSNK2B CSTB CTNNA1 CYCS DDX39A DDX5 DPM1 EFR3A EPRS1 FH GLO1 GNAS GPI H2AZ1 HERPUD1 HMGB2 HMGN1 HMGN3 HNRNPD HNRNPM HNRNPU IARS1 IFI30 IFI44 IFIT1 KDELR2 LDHA LRPPRC MAL MAP2K1 MAPRE1 MBTPS1 MDH1 MELK MEST MRPL3 NASP NDUFS1 NDUFV2 NMI NUP153 NUP205 OAT PARP1 PLSCR1 POLR2K PRKCD PRKCI PRKDC PRSS8 PSMA2 PSMA3 PSMB2 PSMB4 PSMC6 PTGS1 PTS RAD21 RAF1 RALY RANBP1 RFC4 RHEBP1 SDCBP SDHB SLC25A5 SLC35A2 SLC35B1 SNRPB2 SNRPD3 SPCS2 SPINT2 SPP1 SRPK1 SRSF4 SRSF9 SSR1 SUMO1 SUMO2 TARS1 TCEA1 THAP11 TM4SF1 TMED10 TNFSF10 TPM4 TUBBP1 UBA1 UBE2V2 UBXN4 YBX1 YWHAZ ZNF146 OUILLETTE_CLL_13Q14_DELETION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OUILLETTE_CLL_13Q14_DELETION_DN ACOT4 ADAMTS6 ALDH1B1 AQP3 BACE1 BBOF1 BIK BSPRY CASP6 CCDC107 CDK2AP1 CDK5R1 CISH CYB561 DDAH1 DDR1 DLEU1 DLEU2 DOK3 DUSP6 EEF2K ENO2 ESYT2 FZD3 GFPT2 GRK5 GSDME GTSF1L IKZF2 KLHL21 LATS2 LINC02580 LINC02848 LPIN1 LTB4R MAPT MARVELD1 MLLT3 MYBL2 OFCC1 PARP9 PHLPP1 PKD2 PLA2G12A PLG RNASEH2B RRAGC SCIN SERPINE2 SIPA1L2 SLA2 TRIM13 TRIM7 ULK2 XXYLT1 ZNF727 OUILLETTE_CLL_13Q14_DELETION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OUILLETTE_CLL_13Q14_DELETION_UP ADAM17 ADRA1A ARHGAP20 ARL10 ASPHD1 ATAD2 ATP5MF BBIP1 BBX C1orf52 CASP1 CDC27 CENPJ CEP250 CLPB CTC1 CYB5A EAF2 EXTL1 FAM193A FANCI FRS2 GINS4 GLIPR1 GTPBP4 IMPA1 INCENP KDM4B KLHL5 KRR1 LARGE2 MACROD2 MAPK1 MED6 NAT16 NDRG2 PAFAH1B1 PHTF2 PLRG1 PPTC7 PTPRO RAB1A RASGEF1B RHOXF2 RPL31 RUFY3 SGK3 SLC50A1 SLC9A7 SPACA3 SPNS1 SPTBN2 TGOLN2 TIPIN TPD52 TRIM38 UBE2Q1 UQCC2 USP37 USP6NL VCPIP1 VRK3 WASHC4 WDR59 ZBTB20 ZBTB44 ZIK1 ZNF221 ZNF226 ZNF24 ZNF546 ZNF548 ZNF572 ZNF577 ZNF597 OUYANG_PROSTATE_CANCER_MARKERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OUYANG_PROSTATE_CANCER_MARKERS AMACR AR BCL2 CCNE1 CDKN1A CEACAM1 CLU CTSB E2F4 ETS1 EZH2 FN1 HPN IGFBP2 INSR KLK1 MET MKI67 MTA1 TFF3 VAV3 OUYANG_PROSTATE_CANCER_PROGRESSION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OUYANG_PROSTATE_CANCER_PROGRESSION_DN ARF4 ARFIP2 ARL3 ARL4A BAIAP2 CSPG4 CTNNAL1 DAB1 DIRAS1 EGF ERAL1 GNA12 IGHM MAP2K3 MAPK3 MAPK8IP3 PTPN11 RABL6 SPRED1 SRF TRIB3 OUYANG_PROSTATE_CANCER_PROGRESSION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OUYANG_PROSTATE_CANCER_PROGRESSION_UP ARHGAP5 AVPI1 CD81 CDC42 DUSP16 FOS GRB2 HACD3 HRAS IGHM JAK1 JUN MAP3K1 MUC20 PLCE1 PRKCB RAB7B STAT1 STAT3 SYK TIRAP OZANNE_AP1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OZANNE_AP1_TARGETS_UP ARPC1B CAPG CD44 CTSL DNMT1 EGFR ENPP2 EZR HDAC3 KLHL41 LGALS3 MMP1 SPARC STAT6 OZEN_MIR125B1_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OZEN_MIR125B1_TARGETS ABCC4 ATXN1 CASC3 CBFB CGN EIF4EBP1 KCNS3 LACTB LYPLA2 MKNK2 PABPC1P3 PLEKHA8 PPAT QSOX2 RNF144A SAMD10 SEL1L SLC7A1 SLC7A6 SMARCD2 STAT3 TP53INP1 ULK3 PACHER_TARGETS_OF_IGF1_AND_IGF2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PACHER_TARGETS_OF_IGF1_AND_IGF2_UP ABCA12 ASNS ASS1 BHLHE40 DCLK1 DDIT3 DNAJB9 EGR3 GADD45A GDF15 HERPUD1 IFRD1 IGF1 IGF2 INHBE KRT81 LARP1B MAP1B MFAP3L MID1 NELL2 PCDH8 PHGDH PSPH RPRM SDF2L1 SEC24D SERTAD2 SESN2 SFMBT2 SLC1A4 SLC3A2 SLC7A11 SLC7A5 TFF3 VEGFA PALOMERO_GSI_SENSITIVITY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PALOMERO_GSI_SENSITIVITY_DN APOL6 DNAAF9 RAB29 TUG1 ZNF426 PALOMERO_GSI_SENSITIVITY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PALOMERO_GSI_SENSITIVITY_UP GARNL3 MSI2 PHTF1 PIAS2 PTEN RCC1L SOCS1 PAL_PRMT5_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PAL_PRMT5_TARGETS_DN CANX CCN1 CKB CNR1 EFNB3 FABP4 GATA4 GZMA HLA-A HLA-B IL1A KLF10 KRT17 LCN2 METTL3 MLLT11 MYT1L NUPR1 PDIA6 PGK2 PPIE PVALB SEL1L SERPINE1 TCF15 TOB1 TRGC1 TUBA3C UTS2R VCAM1 PAL_PRMT5_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PAL_PRMT5_TARGETS_UP ABCG2 AHCY AMD1 ANAPC5 ANP32B ANP32E APEX1 ARGLU1 ARL2BP AURKAIP1 AURKB B9D1 C1R CALM3 CAPG CARM1 CASP8AP2 CAVIN3 CCNB2 CD34 CDC20 CDC25C CDK4 CETN2 CETN3 CFDP1 CHRAC1 CKS1B CKS2 CLCN4 COL6A2 COPS3 CPNE1 CPT1A CSTF3 CTBP1 CTPS2 CUEDC2 CXCL12 CYP1B1 DNAJC13 DOCK7 DTD1 ECH1 ECHS1 ECT2 EHMT2 EIF1AX EIF4G2 ELOF1 EMC6 EMP3 ERH EVL FIGNL1 FKBP4 FMR1 FOXG1 FSTL1 GAS1 GAS2 GCAT GJA1 GMNN GSDME GSTZ1 GTF2I GUSB H2AX H2AZ2 HAS2 HAT1 HAUS3 HAUS6 HELLS HMGB2 HMGN2 HNRNPA1L2 HNRNPL HSPA4 ID2 ILF3 INCENP INTS8 IPO4 IRAK1 IVD JPT1 KIF11 KIF23 KPNA2 LAGE3 LARP7 LOXL1 LSM2 LSM3 LUC7L3 MAP4 MARCKS MCM2 MCM4 MET MKI67 MRPL18 MRPL20 MRPL48 MRPS21 NAA38 NCAM1 NCBP2 NDE1 NDN NDUFA13 NDUFB8 NFIB NFKB1 NFYC NME1 NNT NONO NOP58 NR2F1 NR2F2 NUP35 NUP85 NUP88 ODC1 P3H3 PBRM1 PCDH7 PCLAF PDCD6IP PKD2 PKP4 PLAGL1 PNP POLE2 POSTN PPA2 PPP1R7 PRELID1 PRIM1 PRIM2 PROS1 PSIP1 PSMB5 PSMC3 PSMD6 PTN PTOV1 PTPRK RACGAP1 RARS2 RASA1 RBL1 RBM3 RCBTB1 RCN2 RFC5 RHOJ RPA2 RRM1 RSRP1 RXYLT1 SERF2 SET SF3A3 SFRP2 SLBP SLC35A1 SLC38A4 SLIRP SMARCE1 SNORA57 SNRPA SPCS2 SPTSSA SRSF1 SRSF6 ST7 STMN1 STRAP TACC3 TARDBP TGFBI TIA1 TMPO TOMM5 TOPBP1 TRIP13 TSEN34 TTK TUBB2A TUFM TYMS U2AF2 UBE2E3 UBE2M UHRF1 VCAN WLS WTAP YWHAB ZNF544 PANGAS_TUMOR_SUPPRESSION_BY_SMAD1_AND_SMAD5_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PANGAS_TUMOR_SUPPRESSION_BY_SMAD1_AND_SMAD5_DN ABCA7 ACSL3 ADCK5 ALG12 ALMS1 ANAPC7 ARL5B ARL6IP1 ARRDC4 ASTN1 ATP1A1 BMPR1B BORA BRAF C11orf24 CBS CERT1 CHFR CHST8 CLN8 CNOT6 CNTF CNTROB COMP CORO7 CYRIB DAB1 DNAJA4 DNAJC10 DRD4 DUSP9 EFCAB11 ELOVL2 ELOVL6 ERGIC2 EXT1 FAM161A FAM234A FDFT1 FGFRL1 FOSL2 GABRA1 GABRB2 GPD2 GPX7 GREB1 GREB1L GREM1 GSTK1 HAUS7 HCN1 HIF1A HM13 HMGB2 HSD17B1 HSPA13 ICAM4 ID1 IGF2R IGFBP2 INHBB INPPL1 INSYN2B KNSTRN KSR1 LARGE2 LBR LDLR LHCGR LIFR LPCAT1 LRIG2 LRP11 LRP8 LYRM9 MAGEA13P MAP3K7 MAPK9 MAPKBP1 MAPRE2 MASP1 MAX MEG3 MEG8 MFAP3 MFAP3L MFSD2A MINDY3 MRPS21 MUS81 NFKB2 NIPA2 NPPC NPR2 OLFM1 OSGIN2 PAIP1 PARL PCDH18 PIGO PLEKHD1 PLEKHH1 PPT2 PRLR PTBP3 QSOX1 RAB33A RACK1 RBBP4 RBMX RCE1 RGS13 RIMKLB RSRP1 SCD SDF2L1 SERPINA3 SLC16A1 SLFN12L SPTY2D1 SRBD1 SREBF2 SRPRB SRSF7 SUCO SUPT16H SUSD4 TANGO2 TMED1 TMEM185B TMEM268 TMEM30A TMEM39A TMX1 TNFSF11 TOM1L1 TOX TULP2 TXK UGCG USP3 UTP14C WAPL WFS1 YBX1 YIPF4 ZDHHC2 ZSWIM7 PANGAS_TUMOR_SUPPRESSION_BY_SMAD1_AND_SMAD5_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PANGAS_TUMOR_SUPPRESSION_BY_SMAD1_AND_SMAD5_UP ADGRE1 ALDH1B1 ANGPTL1 APBB2 APOA1 ARHGEF25 ART3 BAG2 BMP7 BMPER C16orf54 C1QA CACNA1C CADM4 CAMK2N2 CAMKMT CARM1 CAV2 CAVIN3 CCL27 CDK14 CELF2 CHCHD10 CLEC7A COL12A1 CPD CRYAB CST12P DOC2B DTD1 EFS EMILIN1 EMP3 ENOX1 ETS1 EVA1B EYA4 FAM110C FBLN5 FGD1 FSTL1 GLI1 GMFG GMPR GNA14 GSN GSTO1 GXYLT2 HDGFL3 HMGA2 HS6ST2 IARS1 IFI16 IL2RG IRAG1 KLHL6 KMT2C L3HYPDH L3MBTL3 LAPTM5 LASP1 LBH LCP1 LITAF LRIG1 LRRC4 LRRK1 LYZ MATN2 MCF2L MMP2 MVP NAV1 NEDD9 NFATC1 NFIX NHSL2 NIBAN2 NID1 NUAK1 OTUD1 PAICS PCBD1 PKIA PLSCR1 PLTP PLXDC1 PRUNE2 PTPN1 PTPN12 RBMS3 RBP1 RFTN1 RGMA RGS5 RPL14 RPL22 RPL22L1 S100A16 SARDH SEPTIN11 SEPTIN4 SERPINB9 SIPA1L1 SMAD5 SMCO4 SMIM22 SMTNL2 SNX24 SORCS2 SPIN1 STOX2 TAOK3 TCF4 TCIM TGFBI TGM2 TMCC3 TMEM178B TMEM204 TMSB4X TNFAIP8 TP63 TRIM5 TRPT1 TTC39A TYRO3 UNC13D VEGFD WIPF1 ZFP36L1 ZG16 ZHX3 ZNF423 PAPASPYRIDONOS_UNSTABLE_ATEROSCLEROTIC_PLAQUE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PAPASPYRIDONOS_UNSTABLE_ATEROSCLEROTIC_PLAQUE_DN ACTC1 ADCY9 CCN3 CPED1 CRIM1 CSRP2 DSEL DSTN EGFR EID1 EMP2 FIBIN FMOD GJA1 GRK5 HSPB1 ID4 JAM3 KCNMB1 LHFPL6 LMOD1 MAGED2 MAP1B MXRA7 MYH11 MYLIP MYLK NIBAN1 PAM PFKM PKD2 PKIG PMEPA1 PRELP PTGIS RABGAP1 RASL12 SOD3 SORBS2 SUSD5 SYNPO2 TNS1 TPD52L1 PAPASPYRIDONOS_UNSTABLE_ATEROSCLEROTIC_PLAQUE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PAPASPYRIDONOS_UNSTABLE_ATEROSCLEROTIC_PLAQUE_UP ACP5 ATP2B1 BAZ1A CCL18 CD163 CD84 CREG1 CSF2RB CTSB CTSS CXCL2 DAB2 DUSP6 F11R FCGR3A FUCA1 GALE GLUL GM2A GRN HLA-G IDH1 IFI30 IFIT3 LAMP1 LGMN MLEC MPEG1 MS4A4A NCKAP1L NPL PAPSS2 PLA2G7 PLEKHB2 RAPGEF1 RARRES1 RBMS1 RGCC RNASET2 RPN2 RSAD2 SAMSN1 SAT1 SEL1L3 SGK1 SIGLEC15 SLC17A5 SLC39A8 SOD2 SRGN TDP2 TRAK2 TRAM1 PARENT_MTOR_SIGNALING_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PARENT_MTOR_SIGNALING_DN ADAM19 ALMS1 ANKRD2 AQP6 BMP2 CD248 CEACAM1 CNN1 CNTN1 CRABP2 CXCL3 EIF5 ELOVL5 ENGASE EREG EXO5 FGF2 FGF5 FHL3 HGF ITGAM KRT86 MAGEA9 MMP24 MPRIP MYL4 NECTIN1 NRCAM PAXBP1 PDGFB POLR3G PTCRA RGS16 RPL12 SIGLEC7 SLC12A6 SLC26A10P SPN SSX2IP TGFB3 TOX3 UBE2D2 VEGFA WFDC2 PARENT_MTOR_SIGNALING_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PARENT_MTOR_SIGNALING_UP AASDHPPT ABCD4 ACOX1 ACOX3 ACYP1 ADA ADCY8 ADCY9 ADM AGER AGFG2 AHCYL1 AIFM1 AIM2 AKAP13 AKR1C4 AKR7A2 ALAD ALAS1 ALDH3A2 ALDH4A1 ALDH7A1 AMBRA1 ANO10 ANXA13 AP2A2 AP3B1 APEX2 APOM ARHGAP26 ARL3 ARL4C ARNT ARRB1 ASB13 ASXL1 ATF7IP ATP6AP2 ATP6V0E1 ATXN1 ATXN7L1 BBS4 BCAS3 BCHE BGLAP BIN1 BNIP3L BRWD1 BTD C10orf95-AS1 C1QTNF1 CABIN1 CACTIN CALCOCO1 CAPG CAPN15 CAPN7 CASKIN2 CASP8 CASP9 CAST CATSPER2 CBLB CCHCR1 CCNG2 CD40 CD44 CD53 CD63 CD86 CDC40 CDK12 CDK18 CDK5RAP3 CDO1 CEBPA CEBPD CEP250 CEP350 CHD1L CHD4 CHMP1B CIDEC CIR1 CITED2 CLEC2B CLK2 CLSTN1 CNNM2 COMMD10 COPG1 COPZ1 COQ6 CP CPM CPQ CPSF1 CPT2 CRADD CREBL2 CRYGD CRYGS CRYL1 CSNK1A1 CSRP2 CSTPP1 CTBP2 CTC-338M12.4 CTDNEP1 CTDP1 CTH CTNNB1 CTNND1 CUL9 CYB561 CYP19A1 CYP2A6 CYP46A1 CYP4F11 CYP4F12 CYP4F2 CYTH4 DBP DBT DCTN5 DDIT4 DDO DELE1 DENND2B DEPDC5 DES DGKH DGLUCY DHCR7 DHFR DHODH DHRS12 DHX30 DHX57 DHX9 DIP2A DLST DNAAF1 DNAI4 DNAJA4 DNAJC17 DNAJC3 DOCK6 DOCK9 DPH1 DRD2 DUS1L DYRK4 ECHDC2 ECHDC3 ECI2 EDA EEF2 EFL1 EFNA1 EFNA4 EHD2 EHMT2 EID1 EIF2B5 EIF3C EIF5A ELF3 ELOB ELP4 EML3 ENPEP EPB41L4A ESRRG ETHE1 EVL EXOC3 EZH1 F11 F2RL1 FABP4 FADD FAF1 FAM120C FAM13A FAM174B FANCG FARP1 FCGRT FDPS FGB FKBP1A FKBP1B FLII FLRT1 FN1 G0S2 GABARAPL1 GALT GAS2 GATB GBF1 GCDH GIT2 GLG1 GLRX GLUD1 GMPR GNAS GOSR2 GPHN GPR137 GPR153 GRHPR GSTT1 GSTT2 GTF2H3 GTF3C1 GYG2 H4C14 HADHA HADHB HAUS5 HDAC6 HDHD5 HEATR6 HECTD3 HELZ HLA-DRB1 HLA-DRB4 HMGCL HMGCS1 HOPX HPN HPS4 HSD17B2 HSPA4 IDH3B IFI16 IFT122 IFT140 IFT46 IGFBP1 IL13RA2 IL17RC IL1R1 ING1 INTS6 INTS9 IP6K2 IQCE IQCG IQGAP1 IRAK4 ITGA10 ITGA7 JAK2 KAT6A KAT6B KATNIP KCNK1 KCTD2 KDM4B KDM5A KIR2DL5A KLF12 KLF3 KLHL20 KLHL9 L2HGDH LAMA2 LAMB3 LHPP LIAS LIG1 LRP1 LTBP1 LYPLA2 LYRM9 MADD MAGEA5P MAGEC1 MAGEC2 MAP2K5 MAP2K6 MAP3K3 MAP3K5 MAP3K6 MAST2 MAZ MCM4 MDH2 ME3 MED18 MFSD10 MIA MIR9-1HG MKS1 MLYCD MOGS MPDZ MRPS27 MSH3 MSRB1 MSRB2 MTOR MVD MYO15B MYO1C MYO1D MYO9B NAB2 NADSYN1 NASP NBAS NBR1 NCAPG NCAPH2 NCBP2 NCKAP1L NCKIPSD NDUFS1 NFX1 NIPSNAP1 NONO NPEPPS NPIPB15 NPRL2 NRDC NSD1 NSDHL NUP188 OAS1 OASL ODR4 OGA OSER1 OSGEPL1 OTUB2 OXR1 P4HTM PAFAH2 PANK4 PAPSS1 PBX2 PCBP2 PCCA PCDH9 PCIF1 PCK2 PDCD4 PDE4A PDE4DIP PDE6D PDHA1 PDK2 PDK3 PDK4 PECAM1 PECR PEPD PEX5 PEX6 PGAP2 PHF3 PHGDH PHKG2 PI4KA PIAS1 PIP5K1C PIWIL2 PLA2G2A PLAG1 PLCB1 PLCG1 PLOD1 PMM1 PMS2 PNRC1 POLG PPARA PPARD PPDPF PPIE PPIG PPP1R7 PPP3CA PRDX2 PRIM2 PRKAG2 PRKAR1A PRKAR2A PRKD1 PRODH2 PRRC2B PRUNE1 PSD4 PSIP1 PSMC5 PSMF1 PSPH PTBP1 PTPN18 PTPN6 PTPRA PYGL RAB11FIP3 RAB3GAP1 RAB5B RAD50 RANBP9 RBFA RBM10 RBM19 RBM48 RBM5 RBMY2AP RCBTB2 RCE1 RDX RECQL RECQL4 RESF1 RGP1 RHEB RIC8B RNF123 RNF41 RNGTT RORA RPGR RPP21 RSL1D1 RTEL1 RTN1 RXRB SAMD9 SAP18 SASH1 SCRIB SDHA SEC22B SEMA3A SEMA4F SEPTIN4 SERGEF SERPIND1 SGSM3 SHMT2 SIRT3 SIX2 SKAP2 SKP1 SLC11A2 SLC17A5 SLC22A1 SLC25A28 SLC25A38 SLC25A4 SLC27A3 SLC35C2 SLC39A7 SLC4A4 SLC6A8 SLIT1 SMARCA2 SMARCD1 SMPD1 SNAPC3 SNRNP70 SNTB1 SP110 SPAG9 SREBF2 SRGAP2 SRPX SRRT SSX2 SSX5 ST6GAL1 STAT1 STRA6 SULT1A2 SUPT4H1 SUPT5H SUPT6H SURF1 SVIL SYNE1 SYNE2 SYT1 TAB1 TANK TBC1D22A TBC1D8B TBC1D9B TCF25 TCF4 TEAD1 TECPR2 TF TFF3 TFPI THADA THBS3 THNSL2 TINF2 TM9SF4 TMBIM6 TMC6 TMEM53 TMEM8B TNFRSF10C TNFRSF11B TNFRSF1A TNFRSF25 TNFSF10 TNFSF13 TNRC6B TOP3A TPCN1 TPGS2 TRADD TRANK1 TRIM45 TRIOBP TRPM2 TSC2 TSC22D3 TSFM TSHZ2 TSPAN31 TTC38 TUBG2 TXNRD3 UBE2L3 UBE4B UBL4A UBTD1 UNC45A UPF1 USE1 USP34 USP47 VAMP4 VAPB VAT1 VEGFB VPS11 VPS13C VPS13D WDR48 WRAP73 WWOX XPO6 YIPF3 ZCWPW1 ZER1 ZFTRAF1 ZKSCAN5 ZMYM5 ZMYND8 ZNF142 ZNF324B ZNF34 ZNF557 ZNF710-AS1 PARK_APL_PATHOGENESIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PARK_APL_PATHOGENESIS_DN APP ASAH1 BTG1 CEBPA CES1 CKAP4 COL4A2 CORO1A CTSD CXCL8 CYBB ELANE FKBP5 GAL GLUL GPI GPNMB IFI30 IL32 JUNB LSP1 LYST LYZ MNDA NEU1 NFKBIE NR2F6 PECAM1 PPP5C PRCC PRKCA PRTN3 QSOX1 RAB27A RAB31 RNASE3 S100P SERPINB2 SIRPA SLC20A1 SLC29A1 SMOX SPI1 SRF SRGN SRPK1 VAT1 ZYX PARK_APL_PATHOGENESIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PARK_APL_PATHOGENESIS_UP AHR ANXA1 GZMA HINT1 MEF2C MPO PSMB9 PSME2 SELPLG SOX4 STIP1 SUCLG1 TMSB10 UBE4A PARK_HSC_AND_MULTIPOTENT_PROGENITORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PARK_HSC_AND_MULTIPOTENT_PROGENITORS ATP6V0E1 BIRC5 BRCA2 C5orf24 CCT8 CDKN2D CIZ1 CNBP CNTRL FIZ1 GDI2 H3-3A ITM2B KAT2A KPNB1 LMO2 LY6E MAPK14 MEF2C MRPL4 NAP1L4 P2RY4 PPIA PSMB2 PTMA RAMP1 RAMP2 RNF4 RPSA SCMH1 SEPTIN6 SERF2 SKP1 SMARCE1 SNX5 SORBS3 SRSF3 TAGLN2 TP53 TSN TTC3 VAMP5 VEZF1 ZNF148 ZNF708 PARK_HSC_MARKERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PARK_HSC_MARKERS ANKRD17 ARL6IP1 ARPC1A ASH1L AURKB BCL11A BMI1 CCL3 CCNDBP1 CCNH CD24 CD34 CLK4 DMXL1 ELF1 FLT3LG KIT LAPTM5 LPCAT3 LSP1 LYN MCL1 MEA1 MECOM MEIS1 MTCP1 NFE2 NKG7 NOTCH1 PARK7 PCM1 RASA1 RBBP6 RGS2 SDF4 SLC25A39 SPAG9 SRSF2 SSRP1 TCF4 TLK2 VSX2 WNK1 ZFAND5 PARK_HSC_VS_MULTIPOTENT_PROGENITORS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PARK_HSC_VS_MULTIPOTENT_PROGENITORS_DN ARHGDIB CALM1 CNN2 EZH2 HOXA9 KDM4C KPNA2 NPM1 PRG2 PTPN12 PWP1 RPL6 SFT2D1 SLC25A5 TMEM60 PARK_HSC_VS_MULTIPOTENT_PROGENITORS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PARK_HSC_VS_MULTIPOTENT_PROGENITORS_UP CAPNS1 CCT7 CELF2 CLIP2 DCUN1D1 GIMAP6 HAT1 HMGB1 MACROH2A1 MALAT1 NEDD4 NFIX PABPC1 PRKAR1A RBM3 RPGRIP1 SMG1 TMEM14A ZNF207 PARK_OSTEOBLAST_DIFFERENTIATION_BY_PHENYLAMIL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PARK_OSTEOBLAST_DIFFERENTIATION_BY_PHENYLAMIL_DN ARHGAP18 CCL7 EDNRA MCF2L PLOD2 SERPINB1 PARK_OSTEOBLAST_DIFFERENTIATION_BY_PHENYLAMIL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PARK_OSTEOBLAST_DIFFERENTIATION_BY_PHENYLAMIL_UP ALDH1L2 CHAC1 CLDN1 COX6A2 CYP26B1 DLK2 FST RGCC RGS3 SLC6A9 THBS1 TRIB3 PARK_TRETINOIN_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PARK_TRETINOIN_RESPONSE ALOX5AP CEBPE FGR MERTK NCF1 NDRG1 PIM1 PLEK SLA SLC2A5 SMOX THBD PARK_TRETINOIN_RESPONSE_AND_PML_RARA_FUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PARK_TRETINOIN_RESPONSE_AND_PML_RARA_FUSION ALOX5AP ARHGAP45 BIK CD38 CEBPA CEBPE ELF4 FGR HOXA1 IDH1 IER3 IGFBP6 IRF1 JUND LITAF LSP1 NCF1 NDRG1 PIM1 PKN1 PSAP RARG SEMA4D SLA SLC2A5 SPI1 TNFAIP2 TNFRSF1B TOP1 UPP1 PARK_TRETINOIN_RESPONSE_AND_RARA_PLZF_FUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PARK_TRETINOIN_RESPONSE_AND_RARA_PLZF_FUSION ALOX5AP ARHGAP45 CEBPA CEBPE FGR FLNB GYPC IDH1 IER3 LBR LPO NCF1 NDRG1 PIM1 PLCB2 PLEK PPARG PTPN6 SLC2A5 SPI1 ST3GAL1 TLE3 UPP1 PASINI_SUZ12_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PASINI_SUZ12_TARGETS_DN ABHD2 ABRACL ABTB2 ACSL4 ACTA1 ACTA2 ACTC1 ACTN1 ADK AHNAK AIF1L AKT1 AMFR AMMECR1L AMOTL1 AMOTL2 ANXA1 ANXA2 ANXA3 ANXA5 APP ARAP3 ARL4C AXL B2M BACH2 BAZ1A BDNF BHLHE40 BMP1 BMP2 BMP4 BNIP2 BTG2 CA3 CALD1 CAP1 CAPN2 CAV1 CAV2 CAVIN1 CCN1 CCN4 CCNG1 CD151 CD24 CD276 CDH2 CDK6 CDKN1A CDKN2B CFL2 CGN CITED2 CLDN12 CLIC1 CMTM3 CMTM7 CNN1 CNN2 COL11A1 COL1A1 COL1A2 COL3A1 COL4A5 COL5A1 COLEC12 CORO1C CPE CRLF1 CRMP1 CRYAB CSF1 CSN3 CSNK1G1 CSRP1 CTXN1 CXADR CYFIP2 CYP1B1 DBN1 DCBLD2 DDX6 DOCK11 DPYSL2 DSP DUSP1 DUSP14 DUSP6 DYRK2 EFEMP1 EFNA5 EID1 ELOC ELOVL1 EPHA1 ERRFI1 ETS1 F3 FAM107B FARP1 FILIP1L FLNA FLNC FLRT3 FN1 FOSL2 FOXP1 FRMD4B FZD2 GAP43 GBP2 GHR GLI3 GLIPR2 GMFB GNAS GNG12 GNG2 GNG3 GPRC5A GRB10 GSN HACD1 HBEGF HMGA2 HMGN3 HS6ST2 ID2 IDI1 IER3 IER5 IGFBP3 IGFBP4 IGFBP5 ILK IRS1 IRS2 ITGA3 ITGAV ITGB1 JAG1 JUN KCTD10 KIF5C KLF6 KLF7 KLHDC2 KLHL9 KPNA4 KRT18 KRT19 KRT8 LGALS1 LHFPL6 LIMD1 LIMD2 LOXL2 LPAR4 LPGAT1 LPP LRATD2 LRP8 LRRFIP1 LTB MALAT1 MARCKS MARVELD2 MEG3 MEG8 METRNL MLLT11 MMP14 MSN MTPN MYADM MYC MYH10 MYO1C NCS1 NEFL NPNT NR6A1 NREP NT5E NUAK1 PALLD PARVA PAWR PDGFB PDLIM3 PDLIM5 PDLIM7 PEA15 PERP PHC2 PHIP PHLDA1 PHLDB2 PIK3R3 PITX2 PKIA PKP2 PLIN2 PLK2 PLOD2 PMP22 POGLUT2 POU3F1 PPBP PPP1R18 PRICKLE1 PRNP PROM1 PRPF40A PRSS23 PRTG PTPN12 PWWP3B PXDN RAB34 RAP2B RBMS1 RBP1 RCN2 RDH10 REEP3 RHOB RHOBTB3 RND3 RO60 RPS6KA3 RRAS2 RTN3 RYK S100A10 S100A6 SAMD4A SCD SCOC SDC1 SELENOW SEMA3C SEMA3E SERPINB9 SERPINH1 SERTAD4 SETD7 SFN SH3BGRL SH3GLB1 SH3PXD2A SHB SKIL SLC25A24 SLC39A6 SMO SOAT1 SOCS6 SOX11 SOX4 SP5 SPSB1 STEAP1 STEAP2 STMN2 STX6 SULF1 SUZ12 SYNPO2L SYT11 TAGLN TAX1BP3 TBXT TCEAL8 TCF12 TENM3 TES TGFB1I1 TGFB2 THBS1 TIMP2 TMBIM1 TMCC3 TMEM123 TMEM30A TMEM43 TMEM47 TMPRSS2 TNFRSF12A TNFRSF19 TPM1 TPM2 TPM4 TRIB1 TSPAN2 TSPAN9 TTYH3 TUBA1A TUBB6 UBE2E1 UBE2J1 VAT1 VCAN VCL VGLL3 VIM WLS WNK1 WNT4 WWTR1 YAF2 ZDHHC9 ZMYND8 ZNF562 ZYX PASINI_SUZ12_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PASINI_SUZ12_TARGETS_UP ACAA2 AGTRAP AIRE AK7 ALDH6A1 AQP3 ASS1 BCLAF3 BICRAL C15orf48 CALCOCO2 CDC5L CENPM CHAC1 CHCHD10 COBL CXorf49 CYCTP CYP2S1 DNAJC6 DNMT3L ENAH EPAS1 EPOP ESRRB FABP3 FBXO15 FGF4 FMR1NB FNTB FTH1P19 GABARAPL2 GJB3 GM2A GSTP1 HDAC6 HESX1 HPRT1 HSD17B14 HSF2BP HTRA1 IFITM1 IMPA2 IPMK ITPR3 JAM2 KHDC3L KLF2 KLF4 KLHL13 KMT2C LAMA1 LAPTM5 LIPH LRRC2 LY6G6E MANBA MORC1 MOV10 MREG MSC MT1A MTMR12 MYBL2 MYL11 NANOG NFATC2IP NPHS1 NPL NR0B1 OOEP OTX2 PCK2 PFKP PHF11 PLEKHA4 PNMA5 PRDM14 PSMA8 PURA RDM1 RHOXF2 RNF125 RNF17 RPAP1 RPL39L RPP25 SATB2 SEMA4B SLC25A20 SLC29A1 SLC39A4 SORD SPP1 TBX3 TCL1A TET1 TET2 TEX15 TEX19 TFCP2L1 TFPI TM7SF3 TMEM40 TMEM64 TRIB3 ULK1 UPP1 USP9X WNK3 ZC3HAV1 ZNF616 PASQUALUCCI_LYMPHOMA_BY_GC_STAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PASQUALUCCI_LYMPHOMA_BY_GC_STAGE_DN ACSS1 AFF3 ANKRD13A ANKRD44 ANP32E ARHGAP15 ARHGDIB ARHGEF18 B3GNT5 BACH2 BAG2 BANK1 BCAT1 BCL11A BCL7A BLVRB BRD3 BTBD1 BTG1 CAMKK2 CBFB CCDC50 CCR7 CD19 CD22 CD24 CD37 CD55 CD79A CDK19 CDKN2C CDKN2D CECR2 CELF2 CHCHD10 CHD1 CHST7 CKLF CLIC1 CNN3 CNOT6L CORO1A CORO7 COTL1 CPLX2 CPM CPN1 CPSF6 CRIP1 CUX1 CXXC5 CYFIP2 DEK DIRAS2 DNAH8 DNAJC9 E2F2 EBF1 EMB ETS1 EZH2 FAM111A FAM43A FCHO1 FCRLA FH FRAT2 FRYL FUS GFOD1 GMFG GPD1L GYPC H2BC11 HHEX HNRNPDL ID3 IGHD IRAG2 ITPR1 JAKMIP1 KLF2 KLHL14 KLHL24 LACTB LCP1 LIMD2 LSP1 MEX3B MKNK2 MTERF2 MTPN MYBPC2 MYO1G NAP1L1 NAPSA NEDD9 NIBAN3 NUCKS1 NUDT19 OBI1 PAX5 PCLAF PDE2A PDE3B PDLIM1 PGP PHC2 PLEKHA2 PPM1E PRKACB PRKCB PTBP3 PTGR3 PTPRCAP PUM2 RABEP2 RASGRP1 RASGRP2 RASSF3 RBM38 RBM43 RCSD1 RDH12 RFX7 RIN3 RIPOR2 RNF2 S100A10 S1PR4 SASH3 SBK1 SERPINB1 SESN3 SH3BP5 SH3KBP1 SLC25A37 SMARCE1 SMIM14 SMS SNN SNRPN SNX2 SPAST SRSF1 STAG2 STK4 STX7 SUSD3 SYNCRIP SYPL1 TMEM229B TMEM243 TMSB10 TNFAIP8 TNFRSF19 TNNI2 TOP2B TRIB2 TUSC3 UBE2D1 UBE2D3 UQCC5 USP25 VPREB3 WAS WDFY4 ZBTB18 ZCCHC2 ZFPM1 PASQUALUCCI_LYMPHOMA_BY_GC_STAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PASQUALUCCI_LYMPHOMA_BY_GC_STAGE_UP ABCA1 ABCB1 ABCC1 ADA AGPAT5 AIG1 ALDH7A1 AMZ2 ANKRD6 ANTXR1 ANXA5 ARMCX2 ARMCX3 ASNS ASPH ATOSA ATP2B4 ATP6V0C B3GALNT1 BASP1 BBS2 BBS7 BEX3 BHLHA15 BLNK BMP8B BTG2 BTG3 C15orf39 CACNA1H CACNB3 CCN4 CCND2 CCNG1 CCPG1 CD2BP2 CD44 CDC42BPB CDK18 CDV3 CEBPB CERS6 CFAP251 CHID1 CHRND CHST11 CITED2 CKAP4 CLPTM1L CLTB CLVS1 CNPY2 COQ3 CORO2B CPEB3 CPED1 CREB3L2 CRELD2 CRLF1 CSRNP1 CTSZ CYSTM1 DCAF12 DCLRE1B DENND5B DERL1 DLL3 DSP DUSP14 DUSP16 DUSP22 DUSP9 DYNLL2 EAF2 ECHDC2 ECI2 EDEM1 EDEM2 ELL2 ENPP1 ENTPD1 EPCAM EPDR1 EPPK1 ERGIC1 ERO1A EVC2 EXTL2 EYA4 FABP5 FADS2 FADS3 FAM135A FARP2 FAXC FBXO17 FILIP1 FKBP11 FKBP14 FNDC3B FNIP2 FOXP2 FUT4 GABRA4 GGTA1 GLS2 GORASP2 GPM6A GPR89A GSTP1 GUSB HDLBP HID1 HIPK1 HIVEP3 HM13 HNRNPLL HSP90B1 ICA1 IFITM3 IGF1R IL6ST INTU IRF4 IRF6 IRS2 ITGB5 KCNN4 KDELR1 KDELR2 KIAA1217 LAPTM4A LAPTM4B LARGE2 LARS1 LAX1 LEPROTL1 LMAN1 LPIN2 MAGED1 MALAT1 MAMDC2 MAN1B1 MANF MANSC1 MATN2 MBOAT2 MCFD2 MFSD4A MGARP MPZL2 MT1A MT2A MTDH MYO1D MYOM1 NARS1 NBEA NCKAP1 NEGR1 NFIL3 NOMO1 NRG2 NSD3 NUDT4 OSBPL1A OXR1 P4HB PAWR PDIA3 PDIA4 PDIA6 PECR PEX11A PGAM2 PHLDA1 PHLDA3 PIK3CB PIWIL4 PLA2G12A PLEKHF1 PON2 PPA1 PPEF2 PRAF2 PRDM1 PRICKLE1 PRRG4 PVR PYCR1 RAB20 RAB2A RAB3D RABGGTA RASIP1 RBM47 REXO2 RGS3 RHOB RHOBTB1 RHOBTB3 RHPN2 RPN1 RRBP1 RRP1B SDC1 SDC3 SEC24A SEC24D SEC61A1 SEL1L SELENOM SELPLG SEMA4G SH3BGRL2 SHROOM3 SKIL SLAMF9 SLC12A8 SLC16A6 SLC1A3 SLC25A33 SLC25A39 SLC38A10 SLC46A1 SLC7A5 SMOC1 SMPDL3B SNAI2 SPAG6 SPATS2 SPCS1 SPCS2 SPINT1 SPINT2 SRP54 SRP68 SRPRB SSR1 SSR2 SSR3 ST14 STARD5 STING1 STT3A SURF4 SYDE2 SYNE4 TACC2 TANC2 TENT5C TERT TG TGM2 TJP1 TMED1 TMED10 TMED9 TMEM150A TMEM248 TMEM38B TNFRSF17 TOP1MT TP53INP1 TPST1 TPST2 TRIB1 TRPT1 TSPAN13 TSPAN15 TSPAN31 TST TTC13 TULP3 TXNDC11 UACA UBE2J1 UCK2 UNC13B USP2 WFS1 WIPI1 XBP1 YAP1 YIPF6 ZNF25 PASTURAL_RIZ1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PASTURAL_RIZ1_TARGETS_DN CDKN1C DLK1 IGF1 LAPTM5 SV2B PASTURAL_RIZ1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PASTURAL_RIZ1_TARGETS_UP CLIC2 ENPP3 FGF13 HEMGN HLA-E LIMS1 LRRC61 PLIN2 RFESD SPARC PATIL_LIVER_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PATIL_LIVER_CANCER AACS ABCB10 ABCC6 ABCF1 ABL2 ACACA ACBD3 ACLY ACTR6 ADAM15 ADSL AFP AGAP1 AGO1 AGO2 AGRN AKR1C3 AKT1S1 ALDH18A1 ALDOA ANGEL1 ANKIB1 ANKRD27 ANXA2 AP1S1 AP3M2 AP3S1 APH1A ARF3 ARFGEF1 ARHGAP39 ARID3A ARID4B ARL2 ARL4A ARMC1 ARNT ASAP1 ASF1B ATAD2 ATP6AP1 ATP6V1H ATRN AURKA B4GALT3 BAIAP2L1 BAIAP2L2 BAK1 BBLN BBX BCAP31 BCAT2 BEX2 BLTP2 BLZF1 BMI1 BOLA1 BPNT2 BPTF BSG BTN2A1 BTN2A2 BUB1 C10orf82 C1orf43 C2orf27A C2orf74-DT C6orf136 CABLES2 CALR CAMK2G CANX CAP2 CAPG CAPN1 CASP2 CBX1 CCDC117 CCDC14 CCDC88A CCDC93 CCNA2 CCT4 CCT5 CD109 CD24 CD34 CD46 CD47 CDC25A CDC25B CDC42SE1 CDC45 CDC6 CDCA5 CDCA7 CDCA8 CDIN1 CDK1 CDK4 CDK7 CDKN2AIPNL CDKN2C CDKN3 CENPF CENPJ CENPM CENPQ CENPU CENPW CEP192 CEP55 CEP85 CEP97 CETN2 CHAF1A CHEK1 CHML CKLF CKS1B CLGN CLK2 CLN3 CLPTM1 CLPTM1L CLSTN1 CNIH4 COL1A2 COL4A1 COL4A2 COL5A2 COL7A1 COLEC12 COPS5 CPD CPLX2 CPNE1 CPQ CPSF2 CREB3L2 CRTAP CSNK2B CTSA CUL7 CUTA CYC1 CYRIB CYSTM1 DAB1 DCAF7 DCK DDOST DDX11 DDX12P DENND11 DEPDC1B DGCR2 DHFR DIDO1 DKK1 DLEU2 DLG5 DLGAP5 DONSON DPH1 DPM2 DSP DTL DUS4L DUSP12 DVL2 DVL3 DYNC1H1 E2F1 E2F2 E2F3 EFNA1 EHMT2 EIF3E EIF4EBP2 ELMO1 ELOVL5 EML2 ENAH ENPP2 ENSG00000245748 ENSG00000284691 ENTREP3 EPS8L3 ERI3 ERMP1 ESCO2 ESPL1 ETV1 ETV4 EXTL3 EZH2 F13A1 FABP5 FADS1 FADS2 FAM136A FAM241B FAM72B FAM83H FANCG FASTK FBXO45 FDPS FEN1 FGFR4 FKBP11 FLAD1 FLVCR1 FOXM1 GABRE GARRE1 GCLM GDAP1 GLA GMCL1 GMNN GNA12 GNPAT GON4L GPAA1 GPC3 GPNMB GPS1 GPSM2 GRAMD1A GRINA GRN GSTA4 GTF3C3 H1-0 H2AC6 H2AX H2BC12 H2BC21 H2BC4 H2BC5 H4C3 HACD3 HAUS3 HCFC1 HDAC11 HEATR6 HELLS HGS HHAT HIF1AN HIPK2 HJURP HLTF HMGA1 HMGN2 HMMR HNRNPA2B1 HORMAD1 HPS4 HRCT1 HSF2 HTATIP2 IARS1 IDI1 IFT20 IFT81 IGF2BP1 IGSF1 IL21R ILF2 ILF3 INAVA INTS7 INTS8 IP6K1 IRAK1 IRF2BP2 ISL2 ITGA2 JMJD4 KDELR3 KDM5B KIAA1522 KIF11 KIF20B KIF23 KLB KLF13 KLHL23 KNSTRN KNTC1 KPNA2 LAGE3 LAMA4 LAMP2 LAPTM4B LARP1 LBR LCN2 LGR5 LIG3 LINC00205 LINC00294 LINC01089 LINC01138 LMNB2 LMTK2 LOXL2 LPGAT1 LRRC42 LSM14B LSM4 LYZ MAD2L1 MAF1 MAFG MAL2 MALSU1 MAML1 MAP1B MAP4K4 MAPK8IP2 MAVS MAZ MBNL3 MBOAT7 MCM3 MCM4 MCM5 MCM6 MCRS1 MEF2D MGAT4A MID1IP1 MINDY1 MIR4435-2HG MIS18A MOSPD1 MPHOSPH9 MPZL1 MRPL42 MSH5 MSTO1 MTDH MTSS1 MXD4 MYBL2 MYCN MYO5C MYPOP MZT1 NAP1L1 NCAPG2 NCKIPSD NCOA2 NCOA3 NCSTN NDRG1 NDRG3 NEDD4L NEK2 NELFE NEU1 NF2 NFYA NHERF1 NHP2 NLRP2 NME2 NOTCH3 NPM1 NPR1 NREP NRM NUCKS1 NUDT1 NUF2 NUP133 NUP155 NUP205 NUP37 NUPR1 NUSAP1 OGT OLA1 ONECUT1 ONECUT2 ORC3 OSBP2 OSTM1 PACC1 PAFAH1B3 PAK1 PARP12 PARP2 PAX8 PBK PCLAF PCNA PDGFRB PEA15 PEG10 PEX2 PFDN6 PGAP4 PGK1 PGP PHF21A PIEZO2 PIGC PIK3C3 PIK3R2 PIR PKMYT1 PLCG1 PLEKHF2 PLK1 PLK4 PLOD3 PLP2 PLXNC1 PODXL POFUT1 POLD1 POLR2K PPARG PPM1F PPOX PPP1CC PPP2R5A PPT2 PRCC PRDX1 PRIM1 PRIM2 PRKAB2 PRKCA PRKDC PRPF6 PRPSAP1 PRRC2C PRUNE1 PSMD10 PSPH PTBP3 PTGES2 PTGFRN PTK2 PTP4A3 PTPN14 PTPRF PTTG1 PUF60 PXMP4 PYGB PYGO2 RAB11A RAB11FIP1 RAB3GAP2 RAD1 RAD21 RAMP1 RAP2A RASSF3 RB1CC1 RBCK1 RBFOX2 RBM12B RBM3 RCC2 RCN2 RDH10 RECQL4 REG1A RER1 RFC4 RGS5 RHBDD3 RHNO1 RHOBTB3 RHOC RNF157 RNF187 RNF213 RNF216P1 RNF43 RPL30 RPRD2 RPS16 RPS19 RPS20 RPS5 RPSA RPTOR RRAGD RRM1 RRM2 RTCA RTN2 RTN3 RUSC1 S100A10 S100P SAC3D1 SCAMP3 SCD SCN8A SCYL1 SELENON SEMA5A SERPINB3 SESTD1 SEZ6L2 SF3B4 SH3PXD2B SHARPIN SHC1 SHISA4 SHKBP1 SKP2 SLC1A4 SLC26A2 SLC26A6 SLC29A1 SLC36A1 SLC38A6 SLC39A1 SLC39A10 SLC6A13 SMC4 SMG5 SMG7 SNHG7 SNRPA1 SNRPB SNRPE SNX27 SOS1 SOX12 SPARC SPATS2 SPP1 SQLE SRXN1 SSX4B STC1 STK24 STK35 STMN1 STXBP6 SUCO SUPT16H SVIP SYPL1 TADA1 TAF6 TARBP1 TBC1D13 TBC1D5 TBCE TBL1XR1 TCEA1 TCF4 TCOF1 TDP2 TEKT4P2 THOC5 THY1 TIMP1 TK1 TLCD5 TMCO1 TMEM106C TMEM237 TMEM259 TMEM45B TMEM65 TMEM98 TMPO TNPO1 TOB1 TOP2A TP53BP1 TP53BP2 TP53I3 TPD52 TPR TPX2 TRAIP TRIM24 TRIM28 TRIO TRIP13 TRMT1L TRMT61A TROAP TSEN54 TSN TSPAN5 TSPAN8 TTYH3 TUBA1A TUBA3D TUBA4A TUBB TUBG1 TUBG2 TXNRD1 TYMS TYSND1 U2SURP UBA2 UBAP2L UBD UBE2C UBE2M UBE2Q1 UBE2T UBE3B UBN2 UBR5 UBXN2B UCHL5 UCK2 UQCC6 UQCRB URM1 USP1 USP21 USP30 UXS1 VARS1 VAT1 VPS50 VPS72 VWF WASHC5 WNK1 XAGE1A XPO1 XPO5 XPO7 XPOT XPR1 XRCC3 YKT6 YWHAZ YY1AP1 ZCCHC17 ZIC2 ZKSCAN1 ZNF252P ZNF512B ZNF652 ZNF704 ZNF706 ZWILCH ZWINT PEART_HDAC_PROLIFERATION_CLUSTER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PEART_HDAC_PROLIFERATION_CLUSTER_DN AIF1 ATF5 AURKA BCAT1 BEST1 BST2 CCNB2 CCNE2 CD3E CDC7 CDK2AP1 CETN3 CTBP1 CUL1 CXCL8 DNPH1 DTYMK EIF2AK2 EMP3 GFI1 GRN HDAC4 HMGA1 IFI16 IFITM1 IFRD2 IGHMBP2 IL2RG ILF3 KATNA1 KNTC1 LCK LIG3 LST1 MAP3K20 MCM3 MCM5 MCM7 MYC NBN NCOA6 NF1 NFIC NME2 NUBP1 PA2G4 PFDN1 PLK1 PLK4 PMS1 POLD3 POLE2 PPP2R1A RAD21 RAD51D RBM14 REPIN1 RIOK3 S100A11 SIPA1 SUV39H1 TFDP2 TLK1 TNFRSF8 TUBE1 UBE2C USP16 WT1 ZMYND11 ZNF330 ZWINT PEART_HDAC_PROLIFERATION_CLUSTER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PEART_HDAC_PROLIFERATION_CLUSTER_UP ANLN APBB2 ARHGAP35 BLM BLZF1 BTG1 BTG2 CCNE1 CCNF CCNG1 CDC25C CDC34 CDC37 CDC6 CDK2 CDKN3 CETN2 CGRRF1 CKS2 CREG1 DCTN1 DCTN3 DUSP1 FAM89B HDAC3 HDAC5 ID2 ID3 ING1 INSIG1 KIF2C KLF10 KPNA2 MAPRE2 MLX NDN NEK2 ORC4 PPP1CC PRDX1 QSOX1 RAP1A RECK SEPTIN8 SESN1 SIRT2 SLC12A6 STAMBP STIM1 TOB1 TPD52L2 TREX1 TUSC2 PECE_MAMMARY_STEM_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PECE_MAMMARY_STEM_CELL_DN ACER3 AK2 ANKH APP ARHGAP32 ARHGEF2 ATRX BGN BPNT2 BTBD19 BTF3L4 C9orf64 CA12 CALD1 CALM1 CBX3 CCNL1 CDC16 CDC5L CHN1 CNEP1R1 CNOT8 COG6 COL6A1 CTSO CTSZ CUL3 DCTD DDX3X DEGS1 DENND4C DERL1 DESI2 DNM1 EBF1 EMP1 EPB41L3 EPS15 FAP FAT3 FGFR1OP2 FHL1 GABBR1 GDI2 GLUD1 GNG2 GOLGA8A GPRASP1 GUCY1B1 HEY1 IDI1 IGDCC4 ITGB1 JAG1 JAK1 JMJD1C KCNQ1OT1 KDM7A KIFAP3 KITLG KLF12 KLHL28 KPNB1 LUM MAP1LC3B MARCHF7 MIR214 MMP14 NASP NBPF14 NCBP3 NEAT1 NEMF NID1 NKTR NPEPPS NPIPB13 NREP NSMAF P4HB PALM2AKAP2 PANK3 PCDH18 PCDHB10 PCM1 PDIA3 PLBD1 PNISR POMK PUM2 PURB RAB2B RABEP1 RASA1 REXO2 RGS17 RNF146 RO60 RPP14 RUSC1 SCAF4 SEC22B SEC63 SFPQ SHQ1 SLC24A2 SLC25A43 SLC30A7 SLC41A2 SLC7A6 SNED1 SPON1 SQLE SRSF7 STX2 TCF7L2 TIA1 TICAM2 TIMM23B TM9SF2 TMEM230 TNRC6A TPM4 TRIM27 TRIO TRPC1 TSC22D1-AS1 TUG1 TXNIP UBE2K UBL3 UBR5 URI1 UVSSA VCAM1 VCAN WASF3 XRCC5 XRN2 ZBTB1 ZCCHC9 ZDHHC6 ZKSCAN1 PECE_MAMMARY_STEM_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PECE_MAMMARY_STEM_CELL_UP ABHD6 ACTG1 AK1 AKR1C1 APOE ATP5F1E ATP5ME ATP5MG BAG3 BBLN CDC42SE2 CEBPD CLTB CLU CNP CNPPD1 COX4I1 COX6C COX7A2 CSTB DDR1 DDT DDX24 DLL1 DUSP7 DYNLL1 EDF1 EEF1D EHD4 EIF3K EPS8L2 F11R FAU FTH1P5 GAPDH GAS5 GNPTAB GUCD1 HINT1 HINT3 IL4R KARS1 KRT14 KRT16 KRT17 KRT6B KRT8 LAMB3 LAMTOR2 MANBA MARS1 MGP MT1E MT1F MT1G MT1H MT1X MT2A NACA NDP NDUFA11 NDUFA6 NDUFAF8 NDUFB2 NDUFS5 NFE2L2 NFIB NOP53 OXLD1 PERP PET100 PKP1 PPIA PRDX2 PTMA RALA RBIS RC3H2 RPL10A RPL13 RPL13A RPL15 RPL18A RPL22 RPL23A RPL24 RPL27A RPL28 RPL35A RPL36AL RPL39 RPL41 RPL7A RPL7AP36 RPL8 RPLP1 RPLP2 RPS10 RPS12 RPS13 RPS14 RPS16 RPS18 RPS19 RPS19BP1 RPS2 RPS20 RPS25 RPS26 RPS28 RPS29 RPS3 RPS7 RPSA S100A2 SEC61G SELENOH SERPINA3 SMARCA4 SNHG6 SOCS3 SOX4 STK35 TALDO1 TBCA TIMM8B TMA7 TMSB10 TMX2 TRAPPC5 TUBA4A TUBB2A TUBB2B TUBB4B TXN UBA52 UBL5 UQCR11 UQCRB WFS1 PEDERSEN_METASTASIS_BY_ERBB2_ISOFORM_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PEDERSEN_METASTASIS_BY_ERBB2_ISOFORM_1 ADGRG6 AREG BCO1 BHLHE40 CAPN8 CCN2 CEMIP DUSP4 DUSP5 DUSP6 EGR1 EGR3 ELK3 EPHA2 EREG ERRFI1 FOSL1 GAL GEM GOLT1A HBEGF ITGA2 KRT81 LIF LPAR6 MAFF MALL MAP1B MAP3K5 MPZL2 MXD1 NAV2 PHLDA1 PLEK2 PLK3 RASD1 RASGEF1A REEP1 RUNX2 SHC4 SLC7A11 SPRY4 STAMBPL1 STRN3 TNFRSF21 TRIB1 PEDERSEN_METASTASIS_BY_ERBB2_ISOFORM_3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PEDERSEN_METASTASIS_BY_ERBB2_ISOFORM_3 CLCF1 CLEC18C CPEB4 EGFR ENC1 F2RL1 LMO7 MIR21 MIR22HG NABP1 NPC1 NPY1R PKP2 PRR15L RGS2 STARD4 TFPI2 TNFAIP8 VMP1 ZNF697 PEDERSEN_METASTASIS_BY_ERBB2_ISOFORM_4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PEDERSEN_METASTASIS_BY_ERBB2_ISOFORM_4 ABCC3 ADI1 ADORA2B AGR2 ALOXE3 ANXA1 AQP3 ARSJ ASPH ASS1 B3GNT3 BAIAP2L1 BRIP1 C1orf226 CA2 CADPS2 CALCR CBLB CCNYL1 CDCA7L CEACAM1 CGNL1 CLVS1 COL12A1 CPE CRACD CROT CYP1B1 CYSRT1 DHRS2 DLC1 DOCK4 ELL2 ELOVL2 EMP1 EPAS1 EPHA7 ETV5 FAM110C FAM83A FCRLB FHL2 FN1 FREM2 GFRA1 GOLM1 GPR87 HLA-DRB1 HSPA13 IGFBP5 IGSF8 IL18 ISOC1 ITPRIPL2 KRT86 LAD1 LAMC2 MAFB MAOA MAP4K3-DT METTL21A MLLT11 MSMB MT1X MT2A MYB MYBL1 MYEOV NCAM2 NECAB1 NTN4 OPN3 PHLDA2 PLD1 PPARG PRSS22 PTGER3 PTPN13 PWWP3B RAPGEF5 RETREG1 S100A6 SAT1 SESN2 SGK3 SHC1 SLC16A3 SLC1A2 SLC24A3 SLC45A3 SOX3 SPOCK1 ST3GAL5 STEAP4 SYT13 TACC1 TIMP1 TIMP2 TMC6 TMEM45B TTC9 TUBA1A TUBA4A UBALD2 UGT2B15 ULBP2 ZBTB25 ZNF365 PEDERSEN_METASTASIS_BY_ERBB2_ISOFORM_5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PEDERSEN_METASTASIS_BY_ERBB2_ISOFORM_5 EGLN3 FOS HMGCS1 NAB1 NFKBIZ NR4A1 NR4A2 PTGER4 RGCC S100A10 SOWAHC PEDERSEN_METASTASIS_BY_ERBB2_ISOFORM_6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PEDERSEN_METASTASIS_BY_ERBB2_ISOFORM_6 AMIGO2 AOX1 BRINP2 CAMK2N1 CCDC68 FAM83B GDPD1 GSTM3 GUCY1B1 IL2RB ITGB2 KMO LOXL1 MCTP1 MGP PDK4 PRAG1 PROM2 RAB27B RBM24 RNF32 SACS SDR16C5 SERPINA3 SLITRK6 SOCS2 SYTL4 TAF1A UGT2B28 PEDERSEN_METASTASIS_BY_ERBB2_ISOFORM_7 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PEDERSEN_METASTASIS_BY_ERBB2_ISOFORM_7 ABCG2 ABHD12 ABTB3 ACSS3 ACTN1 ADAM9 ADD3 AIF1L AKAP13 AKR7A2 ALDH1A3 ALDH3B2 ALDH5A1 ANGPTL4 ANKRD11 ANKRD22 ANXA2 ANXA9 AP1S3 APPL1 ARL4A ARRB1 ASPM B3GNT5 B4GALT4 BATF BCAR3 BCL2A1 BCL2L11 BMAL2 BMP7 BRCA2 C10orf95 C17orf97 C3orf52 C6orf141 C9orf72 CA12 CA8 CACNA1D CAV2 CAVIN1 CCDC121 CCDC34 CCDC71L CD44 CD55 CD59 CDC45 CDC7 CDKN1A CENPM CENPN CENPS CENPU CENPV CEP128 CEP68 CFLAR CHN1 CLDN1 CLEC2D CLIC3 CLTB CMBL COA1 COL13A1 CREB3L4 CRNDE CTNNAL1 CTNND2 CTTN CUL4A CUTALP CYP2J2 CYP4B1 CYSTM1 DAAM1 DHFR DLEU2 DLGAP4 DNAJC22 DNM3 DRAIC DRAM1 DSC2 DSCAM DSG2 DTYMK DUBR DUT DYNC2I2 DZIP3 E2F7 E2F8 ECI1 EDEM1 EFHD1 EHD1 ELAPOR1 ENSG00000291107 ENTPD3 EPB41L4A-AS1 EPHA1 EPS8L1 ERCC1 ERMARD ERO1A ESR1 ETS2 EZH2 EZR FAM110B FAM117B FAM131B FAM201A FAM234B FAM43A FAM89A FANCD2 FBP1 FBXO4 FIGNL1 FNDC3B FSTL3 FXYD3 FXYD5 GABBR2 GALC GALNT10 GALNT2 GEN1 GINS2 GLCCI1 GLIS3 GNA14 GPC1 GPD1L GPR68 GPX3 GPX8 GUCY1A1 H1-10 H2AC11 H2AC8 H2AX H2AZ2 H4C3 HADH HAUS4 HILPDA HIRIP3 HK2 HLA-A HLA-B HMGN3 HMGN5 HOMER3 HOXC6 HOXC9 HPCAL1 HSPB8 ID2 IDS IER5 IFT122 IGF2BP2 IL11 IL13RA1 IL15RA IL1R2 ISG20 ITCH ITGA3 ITGA5 ITGB1 ITGB5 ITGB6 ITPK1 JADE1 JAG1 KALRN KATNBL1 KCTD5 KIF11 KIF15 KIF3C KISS1 KLF6 KLHL2 KLHL5 LAMC1 LATS2 LCORL LDLR LDLRAD4 LEPR LGR4 LHFPL6 LINC00992 LINC01116 LMNB1 LMO4 LONRF2 LOXL2 LRCH3 LRCH4 LRIG1 LRP10 LYST MAFK MAPRE3 MBNL2 MBOAT2 MCCC2 MCM4 MEAK7 MET MGLL MICA MICB MIPEP MIS18A MMP1 MNS1 MOB3C MST1R MTARC1 MTARC2 MTERF2 MTHFD1 MTUS1 MYDGF MYO10 MYO1E MYOF NAP1L1 NCAPG NDUFS1 NET1 NPNT NR2F2 NR5A2 NT5E NUP133 OSR2 OXCT1 P4HA2 PARM1 PARPBP PBX1 PCNT PCP4 PDE3B PDLIM7 PGAP6 PHF14 PHLDB2 PIK3R1 PKIA PLA2G4C PLAUR PLOD2 PLXND1 PMAIP1 PMEPA1 POLA1 PPP1R18 PPP1R3C PPP2R3A PREX1 PRIM1 PRKCA PRLR PROCR PRR15 PSIP1 PTCH1 PTGES PXDN PXMP2 PXN RAB39B RAB3B RAD51AP1 RAP2C RAPGEF6 RASSF8 RBM12B RBM3 RBM4B RBMX RCC1 RECQL4 RERG RFXAP RGS16 RHNO1 RHOF RIIAD1 RIT1 RMI1 RMND1 RNASEH2A RPL5 RPRM RPS6KA5 S100A16 S100A2 SAP30 SAP30L SAPCD2 SDC2 SDCBP2 SFXN2 SFXN3 SGCG SH2D3A SH3BGRL SH3BGRL3 SH3BP5 SH3RF1 SHB SIX1 SKA3 SLC12A2-DT SLC12A6 SLC16A6 SLC1A4 SLC35A1 SLC35F2 SLC4A7 SMTN SMURF1 SMYD3 SNHG32 SNHG5 SNHG7 SNX27 SOX2 SP100 SPOCD1 SPRED1 SQOR SRCAP SRSF1 ST20-AS1 ST8SIA4 STAT1 STC1 STC2 STEAP1 SUSD1 SYK SYNE2 SYTL1 TAB3 TBC1D9 TCEA2 TET1 TFF3 TFPI TGFA THYN1 TJP3 TMEM150C TMEM156 TMEM30A TMPO TMPRSS3 TMSB15B TMTC4 TNFRSF10A TOM1L2 TOMM34 TP53 TPD52L1 TRMT5 TSC22D2 TSPAN1 TSPAN3 TST TTC30B TYMS UBE2E3 VDR VEGFC WDR26 WWOX WWTR1 XBP1 YIPF6 ZFAND5 ZNF165 ZNF185 ZNF233 ZNF362 ZNF689 ZXDC PEDERSEN_TARGETS_OF_611CTF_ISOFORM_OF_ERBB2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PEDERSEN_TARGETS_OF_611CTF_ISOFORM_OF_ERBB2 ACTN1 ADAM9 ANGPTL4 ANKRD22 AP1S3 B3GNT5 BCL2A1 C3orf52 CAVIN1 CD44 CD59 CENPV COL13A1 CTNNAL1 DNM3 DSC2 EDEM1 EGFR ENC1 ENTPD3 EPHA1 ERO1A F2RL1 FAM131B FSTL3 GPX3 HK2 HOMER3 HSPB8 IDS IGF2BP2 IL11 IL1R2 ISG20 ITGA5 ITGB1 ITGB6 LGR4 LHFPL6 LMO7 LOXL2 LYST MEAK7 MET MGLL MMP1 NABP1 NPY1R NT5E PARM1 PHLDB2 PLAUR PLOD2 PTGES RAB3B RGS2 S100A2 SH2D3A SLC12A6 SLC4A7 SRCAP ST20-AS1 STC1 STEAP1 TFPI TGFA TMEM156 TNFAIP8 TSC22D2 TSPAN1 TSPAN3 UBE2E3 VDR WWTR1 ZNF185 PEDRIOLI_MIR31_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PEDRIOLI_MIR31_TARGETS_DN AADAC ABCA4 ABCA7 ABCG2 ACE ACKR3 ACOT4 ADAM32 ADAMTS9 ADAT2 ADGRL3 AFAP1L1 AFDN AIF1L AK9 AKAP12 AKR1C1 AKR1C2 ALMS1P1 ANGPT2 ANGPT4 ANKRD20A11P ANKRD35 ANO6 ANP32C ANXA3 ARHGAP29 ARHGEF12 ARL6IP5 ARSD ARSH ATP8B5P ATXN1L AVIL BACE1 BCLAF3 BHLHE41 BHMT2 BIRC3 BMP8A BVES C22orf46P CA4 CACNA1H CACNB2 CACTIN CAMK2N1 CAND2 CAP1 CARD11 CCIN CCL20 CD164 CD276 CD55 CD93 CDC14A CDC26 CDH13 CDKN1C CEL CEP120 CEP135 CFAP70 CHD9 CHMP3 CHRNE CLDN5 CLGN CLN8 CLU CMTM3 CNST COL17A1 CORO7 CPM CPNE7 CREM CSAD CSF3R CTSO CWF19L2 CX3CL1 CXCL12 CXCL2 CXCL8 CYP46A1 DAPK2 DCAF12L2 DCLK3 DCTN4 DDX6 DEF6 DEFA5 DESI2 DHRS7 DIP2C DISC1 DNAJC14 DNAJC5G DOCK1 DOK2 DSC2 DSG2 EBF1 EDNRB EMILIN2 EMP1 ENDOD1 ENKUR ENO3 EPHB6 ERV3-1 ETV2 EVA1C EXD3 FAIM2 FAT2 FBXL4 FEM1C FERMT3 FGF12 FGF7P6 FGL2 FLOT1 FLRT2 FMNL1 FOXC2 GAD2 GBP2 GCH1 GGTLC2 GLB1L GLRB GLRX GPR157 GSAP GSKIP GSTCD GTF2IRD2 GUCY1A1 GUSBP11 GVINP1 H1-4 HEY1 HHAT HLA-DOA HLTF HLX HOXD10 HRH2 HSPA12B HTRA3 ICAM1 IDNK IFIH1 IFIT1 IFIT2 IFIT3 IFITM10 IL23A IL32 IL34 IL37 IL3RA INHBC IRAK2 ITGB4 ITGB7 KANK1 KCNIP1 KCNMB4 KIAA0040 KIF21A KLF5 KLF6 KLHL18 LAMA2 LAMTOR3 LATS2 LDB2 LDLRAD4 LINC00242 LINC01949 LINC02981 LITAF LKAAEAR1 LRG1 LTB LYVE1 MAFK MAN2C1 MAP3K7CL MAT1A MBLAC2 MDN1 MED26 MFRP MIB2 MLIP MMP10 MMP11 MMP16 MMP7 MMRN1 MOSPD3 MTMR12 MX1 MYBPHL MYCBP2 MYD88 MYO1D MYOM1 MYOM3 N4BP2L1 NACAD NAV2 NCF2 NDFIP1 NEAT1 NEO1 NFKB2 NFKBIZ NID1 NOD2 NOS1AP NOTCH2NLA NOXA1 NPAS2 NPHP3 NQO1 NR4A2 NR4A3 NRCAM NRL NRP1 NUDT6 NUP188 ODAD2 OPN3 OR1L1 OR51V1 OR5E1P OR6A2 OSBPL6 OTULINL P2RX4 P2RX7 P4HB PADI4 PCBD1 PCDHA13 PCDHB14 PCDHB16 PCDHGC5 PCLO PDGFD PDK4 PDZD2 PDZD7 PEG10 PIWIL4 PKHD1L1 PLA1A PLA2G4A PLA2G4C PLAC8 PLCB1 PLEKHB1 PLPP1 PLVAP PLXNB3 PLXND1 PMCH PNMT PNOC PNPLA7 PPARA PPL PPM1K PPP1R14A PPP1R9A PRCP PRKAA2 PROKR1 PROX1 PSG3 PSORS1C1 PTGDS RAB38 RAET1E RAMP2 RASD1 RASGRF2 RASSF2 RBPJ RCSD1 RD3 RELB REXO1 RGS20 RHOU RINL RNASE1 ROBO1 RPA4 RRAD RUFY3 SAMD9 SAMD9L SBDS SBF2 SCARF2 SECISBP2L SELE SENP7 SERPINE2 SETBP1 SETD2 SGCD SH3TC2 SIAE SLC16A3 SLC22A17 SLC26A4 SLC31A1 SLC44A5 SLC46A3 SLC4A3 SLC5A2 SLC6A4 SLC7A11 SLIT3 SMAD1 SMG9 SMIM19 SMPDL3B SNAI3-AS1 SNAP29 SNX5 SOCS6 SOD2 SPIN3 SPOCK2 SPP1 SPRY4 STC1 STK36 STMN2 STUM SUGT1P3 SUPT3H SV2B SVIL TACC1 TAS2R45 TFPI2 TGFBR2 TIMP3 TLR2 TMEM140 TMEM171 TMEM177 TMEM243 TMOD1 TMSB4X TNFAIP3 TNFRSF4 TNFRSF6B TNFSF14 TRIM14 TRIM54 TRIM66 TRMT9B TSLP TSPAN7 TSPOAP1 TXNRD1 UBD UGCG UHMK1 USP12 VAT1 VCAM1 VCPIP1 VEGFD VIP VPS13B VPS4B VWF WFDC3 WNT10B WWC3 XKR6 YPEL1 ZC3H6 ZDHHC20 ZFAND3 ZFAND6 ZMAT1 ZMYM6 ZNF177 ZNF233 ZNF304 ZNF333 ZNF343 ZNF396 ZNF415 ZNF532 ZNF568 ZNF574 ZNF667 ZNF846 PEDRIOLI_MIR31_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PEDRIOLI_MIR31_TARGETS_UP AADACL4 ABI3BP ADGRG6 ADRA1B ALX4 ANGPTL4 ANKRD2 ANKRD54 ARHGAP4 ARMC8 AS3MT ASB9 ASPH ASTN2 ATAD2 ATOH1 ATP2B4 BCAS4 BMP8B BOLL C17orf50 C18orf25 C1orf53 C20orf203 CABYR CACNA1I CADM1 CCDC183 CCL16 CD3E CD8B CDKN2C CDNF CEACAM16 CFHR3 CIBAR1P2 CIDEC CISH CLPSL2 CLSPN CNTFR CORO1A CORO2A CSMD1 CST13P CXorf58 DDIT4 DGKI DOK3 EAF2 EMC10 ENC1 ERBB2 ERN1 EVA1A FAM181A FAM221A FASN FBLN5 FOXS1 FUT3 FZD5 G6PC2 GABRR2 GARIN5A GATA3 GJE1 GK5 GLDC GLYATL2 GP2 GPATCH4 GPC2 GREB1L HES7 HIPK3 HOXA2 HR HS6ST1 HS6ST3 IDS IGFBP3 IKZF4 INHBA IRX2 ISM2 JRK KCNJ15 KIAA1755 KIF18A KLHL29 KRT17 KRT7 KRT80 KRT81 KRTAP17-1 KRTAP9-2 L1CAM LDB1 LDHAL6B LIMS3 LINC00482 LINC00592 LINC02874 LMNB1 LMO7 LRATD1 LRP2BP LRRC8E MAGEA11 MAN2B2 MAPK8 MCF2L2 MGARP MGAT4A MMP1 MOB1B MPZL2 MUC5AC MYLK2 MYO7A NAALADL1 NDUFB11 NOTCH2NLA NPPC NRG1 NWD2 NXF5 NXPE2 OBSCN OLFML2B OLFML3 OPALIN OR2A4 OR4K17 OR7C2 OR7D4 OR7G3 P3H2 PARP3 PCDH10 PCDHGC4 PCTP PDCD4 PDE4D PELI3 PFDN6 PHACTR3 PHF7 PIK3R3 PIP4K2B PKIA PLCE1 PLSCR2 PMEL PMM2 PPAT PPIF PPME1 PRKCE PRR15 PSG11 PTCH2 RAB20 RAB26 RAD52 RASGRP2 RASSF9 REC8 RGMA RGS10 RGS2 RGS4 RHOF RNF112 RP2 SFTPA2 SLC11A2 SLC23A2 SLC2A12 SLC35G1 SMAD5 SMIM43 SNRPC SNX21 SPON1 SPRR4 SSX3 ST3GAL4 STAT3 STBD1 STIP1 STK11IP TAF5L TAFA3 TAGLN TAS2R38 TDG TMEM277P TNFRSF11B TOMM22P3 TRPC2 TSSK1B TTC28-AS1 TTC9B TTLL10 TTTY4 TYMSOS TYRP1 UBE2V1 UCP2 UTP25 VSIG10L XPNPEP1 ZBTB18 ZCWPW2 ZFP69B ZNF366 ZNF484 ZNF555 ZNF667 ZNF699 ZNF740 PELLICCIOTTA_HDAC_IN_ANTIGEN_PRESENTATION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PELLICCIOTTA_HDAC_IN_ANTIGEN_PRESENTATION_DN ATF4 CANX DERL1 ERAP1 ERAP2 GGA3 HLA-A HLA-B HLA-C HMGCS1 KDELR1 NGLY1 PDIA3 PDIA5 PDIA6 PSMA1 PSMA2 PSMA3 PSMA4 PSMA6 PSMA7 PSMB10 PSMB2 PSMB5 PSMB6 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC5 PSMC6 PSMD11 PSMD14 PSMD5 PSMD7 PSMD8 PSME1 PSME2 PSME3 PSME4 PSMF1 SEC22C SERP1 TAP1 TAP2 TAPBP TAPBPL TMED4 PELLICCIOTTA_HDAC_IN_ANTIGEN_PRESENTATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PELLICCIOTTA_HDAC_IN_ANTIGEN_PRESENTATION_UP ADCY3 ASNS B2M BCAP29 BCAP31 CALR CBY1 COPA COPB1 COPB2 COPE COPG1 COPG2 COPZ1 DDIT3 ERGIC1 ERGIC3 GOLM1 GOLPH3L GOPC GOSR2 HERPUD1 HSP90B1 HSPA5 KDELR2 PDIA3 PDIA4 POMP PPP1R15A PRSS16 PSMA5 PSMA8 PSMB1 PSMB3 PSMB4 PSMB7 PSMC4 PSMD1 PSMD10 PSMD13 PSMD2 PSMD3 PSMD4 PSMD6 PSMD9 SAR1A SAR1B SEC22A SEC22B SELENOS SIL1 TBCB TMED10 TMED7 TMED9 TRAPPC1 TRAPPC3 TRAPPC4 TRAPPC6A TRAPPC6B TXNDC12 WFS1 YIPF1 YIPF5 PEPPER_CHRONIC_LYMPHOCYTIC_LEUKEMIA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PEPPER_CHRONIC_LYMPHOCYTIC_LEUKEMIA_DN ADCY8 APBB2 CCR4 CDC14A CENPQ CHST8 EXT1 GNRH2 GYPA HMGB1P17 IL33 LINC03050 MICAL2 NEFL NEURL1 NR5A2 OR3A2 PDAP1 PDE10A PROS1 SLC10A1 STATH TBXA2R PEPPER_CHRONIC_LYMPHOCYTIC_LEUKEMIA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PEPPER_CHRONIC_LYMPHOCYTIC_LEUKEMIA_UP ADGRL1 AOAH ATP10A CCL3 CD38 CEBPD CST3 CSTA CXCL2 DCAKD EPB41L3 GLP2R H4C1 HTR1B HTR7 IGFBP7 IL1B KIF26B KIR3DL1 LILRA1 LYZ OR1E1 PADI4 PGAP1 PLS3 PTN RPE65 S100A8 TLR3 TYRP1 VEGFA XYLB PEREZ_TP53_AND_TP63_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PEREZ_TP53_AND_TP63_TARGETS ABHD6 ABTB3 ADAP2 ADCY1 ANKRD20A1 ANKRD20A11P APAF1 APC2 AQP3 ARG2 ARHGEF17 ARHGEF6 ARID1B ARIH1 ARRB1 ARX AUTS2 BAMBI BCL2L11 BCOR BIK BLMH BMP2 C7orf57 CABP7 CAPN3 CASZ1 CDKN1C CELF2 CGAS CGNL1 CHST2 CITED1 CKB CNKSR3 CNNM4 COL18A1 COL27A1 COL9A3 CRAMP1 CRISPLD2 CRYAB CX3CL1 CXCL14 DEDD2 DHRS3 DOC2B DOK4 DPYSL4 EDDM13 EGR1 ELMOD1 EPB41 EPB41L3 EPB41L4B EPHB3 EPPK1 ERFE EVPL FAM43A FGF13 FGF18 FOXF1 FOXF2 FOXP4 FRY FZD1 GABRE GALR2 GLIS2 GMCL1 GNA11 GOLGA2P5 GOLGA6L9 GPATCH2L GPR37 GPT2 GRHL3 GRK5 GRTP1 HIC2 HR HS6ST1 HSD11B2 HUNK ID2 ID4 IGF1R IGF2 IGFBP3 IHH INSR IRX5 ITSN2 KCNJ12 KCNK3 KISS1R KLHL21 KSR1 LBH LRRC37A4P LY6D MAF MAFB MAN1C1 MAP7 MARCHF3 MEGF6 METRNL MICALL2 MOXD1 MX1 MXRA5 MYLIP NEFL NGFR NLRP1 NOTCH3 NPIPA1 NPIPB3 NPPC NPTX1 NRARP NTN1 NUAK1 OGA OTULINL PAK6 PALMD PCSK5 PGAP1 PGF PLCD1 PLCXD2 PLIN4 PLPP3 PPP1R13B PPP1R16B PPP2R2C PTPRJ PTX3 RAB11FIP1 RAB11FIP3 RAB11FIP4 RASEF RASGRP1 RASSF5 RBM38 RBP7 REEP1 RET RGCC RHOB RORA RTN4R SASH1 SELENOP SEMA4D SERINC5 SHANK3 SHC4 SHISAL1 SIPA1L2 SLC16A14 SLC35E4 SLC4A11 SLC9A3 SLIT2 SMAD6 SMAD7 SMAD9 SOX8 SPATA13 ST8SIA2 STAR STOX2 SUSD2 TACC1 TAF3 TAF5 TENT5C THEMIS2 TM7SF2 TNFRSF10D TNRC6C TOX TRIM8 TSC22D3 TUFT1 UBE2QL1 ULBP2 ULK1 UNC5B VASN VDR VSIR WFDC5 WHRN WNT7B ZCCHC24 ZFYVE1 ZIC2 ZNF385A ZNF436 ZNF600 ZNF750 ZSWIM6 PEREZ_TP53_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PEREZ_TP53_TARGETS AATBC ABCA1 ABCA12 ABCA13 ABCA7 ABCB1 ABCB6 ABCC11 ABCC12 ABCC5 ABCD1 ABCG1 ABCG2 ABHD13 ABHD15 ABHD17C ABHD4 ABHD6 ABR ABTB2 ABTB3 ACAP3 ACER3 ACKR3 ACO1 ACP5 ACSBG1 ACVR1 ADAM12 ADAM23 ADAMTS2 ADAMTS5 ADAMTS7 ADAP2 ADCY1 ADCY6 ADCYAP1R1 ADGRG1 ADGRV1 ADM ADO ADRB2 ADRM1 ADSS1 AFF1 AFF3 AGAP1 AGAP3 AGPAT3 AHDC1 AHNAK2 AHSA2P AHSG AIFM2 AK1 AK3P3 AKAP7 AKAP9 AKR1B10 AKTIP ALDH1L1 ALDH4A1 ALDH7A1 ALG9 AMOTL1 ANGPT1 ANK1 ANK3 ANKRA2 ANKRD20A1 ANKRD20A11P ANKRD46 ANKRD65 ANO4 ANXA13 ANXA9 APAF1 APC2 APCDD1 APOBEC3B APOL2 APOL6 AQP3 ARAP1 ARC ARFGEF2 ARG2 ARHGAP10 ARHGAP19 ARHGAP23 ARHGAP27 ARHGAP44 ARHGAP6 ARHGEF17 ARHGEF4 ARHGEF40 ARHGEF6 ARID1B ARID2 ARIH1 ARL14EP ARL8A ARNT2 ARRB1 ARX ASB2 ASCL1 ASH1L ASPA ASPRV1 ASPSCR1 ATG4D ATOSA ATP23 ATP2B2 ATP6V0E2 ATP8B1 ATPAF2 AUTS2 B3GALNT2 B3GNT7 B4GAT1 BACE1 BAIAP2 BAIAP3 BAP1 BBS1 BCL2A1 BCL2L11 BCLAF3 BCOR BDNF BEND7 BEST4 BGLAP BICDL1 BID BIK BLCAP BLMH BLNK BMP2 BMP7 BRD1 BRD7 BRINP1 BRPF1 BRWD1 BTG2 BUB3 BVES C11orf96 C12orf76 C16orf87 C17orf80 C18orf25 C19orf25 C1QTNF1 C1QTNF12 C2orf88 C4A C4orf47 C6orf132 C7orf57 CA10 CABLES2 CABP7 CABYR CACNA2D2 CACNB2 CACNB3 CADM1 CALML3-AS1 CAMK1 CAMK2B CAMK2G CAMTA1 CANT1 CAPN3 CARD18 CARNS1 CASP1 CASP10 CASP6 CAST CBFA2T3 CBX4 CCDC117 CCDC134 CCDC3 CCN4 CCNA1 CCNF CCNK CCS CDH24 CDHR1 CDIN1 CDIP1 CDKN1A CDKN1B CDKN1C CDRT4 CDT1 CEACAM1 CEBPA CEL CELF2 CELSR2 CEMIP CEP120 CEP164 CEP170B CEP43 CEP85L CEP95 CERS3 CERS4 CES1 CES2 CES3 CFLAR CGAS CGNL1 CHAC1 CHCHD7 CHKA CHRM4 CHRNA7 CHST1 CHST15 CHST2 CHST3 CIDEB CILP CIPC CITED1 CKB CLCN4 CLIC5 CLK3 CLN8 CLP1 CLTCL1 CMBL CMPK2 CMTM4 CNGA3 CNIH4 CNKSR1 CNKSR3 CNNM3 CNNM4 CNTN2 CNTNAP3 COL13A1 COL15A1 COL18A1 COL21A1 COL22A1 COL27A1 COL2A1 COL4A4 COL5A2 COL6A1 COL9A3 COQ8A CPE CRACD CRACDL CRAMP1 CREB3L2 CRIP1 CRIP2 CRISPLD2 CROCC CROCCP2 CRYAB CRYBG2 CSDC2 CSH1 CSPG4 CST11 CST3 CTHRC1 CX3CL1 CXADR CXCL14 CXXC5 CYB561D2 CYBRD1 CYFIP2 CYP17A1 CYP27C1 CYP2S1 CYP4F11 CYP4F2 CYP4F3 CYP4F35P CYRIA CYSRT1 DAB2IP DACT1 DANT2 DBH-AS1 DCLK1 DDAH1 DDX31 DEAF1 DEDD2 DEFB1 DENND2C DEPDC7 DFFA DGAT1 DGKZ DHRS2 DHRS3 DIDO1 DIP2A DIP2C DIPK2A DIS3L2 DISP1 DISP2 DLG5 DLK1 DLX3 DMTN DNAAF3 DNAJC18 DNAJC5 DNAJC6 DNASE1 DNASE1L2 DNMT3B DOC2B DOCK4 DOCK8 DOCK8-AS1 DOK4 DOP1A DPYSL4 DQX1 DRAXIN DSTYK DUOX1 DUOX2 DUOXA1 DUS3L DUSP13 DUSP19 DUSP22 DVL3 DYNC2I2 DZIP1 EAF1 ECE1 ECHDC3 EDAR EDDM13 EDEM1 EDN2 EDNRA EDNRB EEF2 EEIG1 EEIG2 EFNA1 EFNA2 EFNA4 EGFLAM EGR1 EHHADH ELAPOR1 ELF4 ELFN2 ELL3 ELMO2 ELMOD1 ELOVL3 EME2 EMILIN2 EMILIN3 EML1 EML6 EMX2 EN2 ENO2 ENPP4 ENSG00000237250 ENSG00000260581 ENSG00000269825 ENSG00000288658 ENTPD1-AS1 ENTPD2 EOMES EPB41 EPB41L3 EPB41L4B EPHB3 EPPK1 EPS8L2 ERFE ERO1B ERVK3-1 ESPN ESPNP ESRP2 ETNK1 ETV7 EVC2 EVPL EXO5 EXOC7 EXT2 F2RL2 F8 FA2H FADS3 FAM106A FAM13C FAM149A FAM162B FAM167A FAM182A FAM184A FAM43A FAM43B FAM53B FAM83D FAM83F FAM83G FAM95A FAXDC2 FBLIM1 FBRSL1 FBXL20 FBXL21P FBXO25 FBXO34 FBXO41 FBXO44 FCHO2 FDXR FECH FGD3 FGD4 FGD5 FGF1 FGF11 FGF13 FGF18 FGFBP3 FGFR3 FITM2 FKBP6P2 FLG FLI1 FLNC FLRT2 FNIP2 FOXC1 FOXC2 FOXF1 FOXF2 FOXL2 FOXO6 FOXP4 FOXS1 FRK FRMD3 FRMD5 FRMD8 FRRS1 FRY FRZB FUT1 FUT4 FYB2 FYCO1 FYN FZD1 GAA GAB1 GABBR2 GABRA4 GABRE GAD1 GAK GALNT10 GALNT11 GALNT12 GALNT18 GALR2 GAMT GANC GASK1B GATA2 GATA3 GATA5 GATM GCH1 GCNT2 GDE1 GDF9 GDNF GDPD5 GGT1 GGT6 GH2 GHR GID4 GINS4 GJA3 GJB6 GJD3-AS1 GLB1L2 GLCCI1 GLDC GLDN GLIPR2 GLIS2 GLS2 GMCL1 GNA11 GNA14 GNAS GNG11 GNG2 GNG7 GNMT GNPTAB GOLGA2P5 GOLGA6L9 GOLGA7B GOLGA8A GOLGA8N GPATCH2L GPC4 GPCPD1 GPR143 GPR155 GPR157 GPR183 GPR37 GPRC5C GPSM1 GPT2 GRAMD1B GRAMD2A GRAMD4 GREB1 GRHL2 GRIK3 GRK3 GRK5 GRM8 GRN GRTP1 GSE1 GSTT2 GUSBP1 GXYLT1 H19 H2BC21 HAGH HAND1 HBEGF HDAC5 HECTD4 HEG1 HEPACAM HES2 HES6 HHATL HIC1 HIC2 HILPDA HIP1R HIPK3 HLA-DMB HMGB3 HOGA1 HOMER2 HOXA11 HOXA5 HOXC13 HOXC5 HOXC6 HOXD10 HPGD HPN HPS6 HR HRAS HS3ST3B1 HS3ST6 HS6ST1 HSD11B2 HSD17B1 HSD17B3 HSPA12A HUNK HVCN1 ICAM2 ID2 ID4 IDUA IFIH1 IFIT1 IFIT3 IGF1R IGF2 IGFBP3 IHH IL10RA IL1RAP IL20 IL2RB IL7 ILDR1 ILDR2 INAFM2 INAVA INPP4A INPP5B INPP5D INPP5E INSM2 INSR INSYN1 INSYN2A INTS15 INTU IPP IQSEC1 IRF1 IRF2BPL IRF4 IRF5 IRGQ IRX5 ISG15 ISOC1 ITGA9 ITGAM ITGAV ITIH5 ITM2A ITPKB ITPRIPL2 ITSN2 JAG2 JPH1 JPH3 JUNB KALRN KAZN KBTBD6 KCNB1 KCNC4 KCNG3 KCNIP3 KCNJ12 KCNJ15 KCNJ5 KCNJ5-AS1 KCNK10 KCNK3 KCNK7 KCNQ1 KCNS2 KCP KDM2A KDM2B KDM4B KDM6A KIAA0232 KIAA1217 KIAA1549 KIAA1671 KIF16B KIF1B KIF26A KIF26B KIF3B KIF9 KIN KISS1R KLC3 KLHL20 KLHL21 KLHL28 KLHL3 KLHL6 KLRK1-AS1 KNDC1 KRBA1 KRT23 KRT32 KRT8 KSR1 LACC1 LAMB4 LAT2 LBH LDB1 LDLRAD4 LDLRAP1 LGALS7 LGALS9 LHX3 LHX6 LIFR LIMD1 LIMK2 LIN7A LINC00472 LINC00526 LINC00667 LINC01002 LINC01120 LINC01719 LINC02688 LINC02754 LLGL1 LMBR1L LMO7 LOC100505915 LONP2 LOXL1 LOXL1-AS1 LPAR5 LPCAT3 LRP10 LRP5 LRP5L LRPAP1 LRRC37A LRRC37A4P LRRC37B LRRC57 LRRC8E LRRN1 LRRTM1 LRRTM2 LTB4R LTBP3 LTF LUZP1 LY6D LYNX1 LYPD6 LZTS1 MAB21L1 MACROD1 MAD1L1 MAF MAFB MAGEE1 MAGEH1 MAML1 MAN1A1 MAN1C1 MAN2B1 MANBA MAP3K14 MAP6 MAP6D1 MAP7 MAP7D2 MAPK13 MARCHF2 MARCHF3 MARCHF8 MARK4 MARVELD3 MBNL1 MC5R MCC MCF2 MCF2L MCHR1 MCOLN2 MDFIC MDM2 MED23 MEF2A MEG3 MEGF10 MEGF11 MEGF6 MEIOC MERTK METRNL MEX3B MFHAS1 MFSD9 MIB2 MICAL3 MICALL2 MIGA2 MINDY1 MINDY3 MIR29B2 MIR570 MLC1 MLF2 MLXIP MMEL1 MMP11 MMP12 MMP28 MN1 MOAP1 MOB1B MON2 MOSPD1 MOXD1 MPRIP MR1 MROH2A MSANTD2 MSL2 MST1 MST1P2 MSX1 MSX2 MTCL1 MTSS2 MTUS2 MUC2 MUC20-OT1 MUC5AC MVP-DT MX1 MXI1 MXRA5 MYB MYLIP MYMX MYO10 MYO6 MYORG MYRF MYT1 NAA60 NAAA NANOS1 NATD1 NECTIN4 NEDD9 NEU3 NEURL2 NIPAL4 NKX1-2 NLRP1 NOCT NOL4L NPIPA1 NPIPB3 NPNT NRARP NRBP2 NRG2 NRK NSG1 NTN1 NUAK1 NXPE3 OBSCN ODF3L1 OGA ONECUT2 ORAI1 OTULINL P2RX7 PARP16 PAXBP1 PCMTD2 PDE10A PEAR1 PGAP1 PHF21A PHLDB3 PHRF1 PIDD1 PLAAT3 PLCXD1 PLD6 PLEKHA7 PLEKHM3 PLIN2 PLIN4 PLK5 PLPPR1 PODNL1 POGLUT1 POLH POLR1A POLR1H POLR3GL PRAP1 PRDM6 PROSER2 PRR22 PRR5L PRRC2B PRRT3 PRXL2A PTAFR PTPRJ PYGO1 RAPGEF5 RASEF RASGEF1A RASSF10 RBM41 RBM4B RBP7 REEP1 RETREG1 RETREG3 RFK RHOB RIC1 RILPL2 RIMBP2 RIMBP3 RIPK4 RIPOR3 RMDN2 RNF144B RNF166 RNF169 RNF213 RNU6-37P RORA RTCA RTL10 RTP4 S1PR3 S1PR5 SAC3D1 SCAF4 SDHAF1 SEC14L5 SEMA4D SH2B3 SH3TC1 SHE SHISA8 SHISA9 SHISAL1 SHROOM2 SIDT1 SIKE1 SIPA1L2 SLC16A14 SLC22A23 SLC25A25 SLC25A30 SLC25A34 SLC30A10 SLC32A1 SLC35G2 SLC46A1 SLC47A1 SLC66A1L SLC7A1 SMAD3 SMAD5 SMAD5-AS1 SMAD6 SMAD7 SMAD9 SMAP2 SMIM10L2A SMIM43 SMPDL3B SMTNL2 SNHG14 SNORC SNX32 SOGA1 SORBS2 SOX6 SPATA18 SPATA2L SPICE1 SPNS2 SPRING1 SPRTN SPRY1 SPTSSA STING1 STOX2 STRADA SUN1 SUSD5 SUSD6 SYNE3 SYNM TAF5 TBC1D14 TBC1D31 TBCEL TDRD10 TECPR2 TENT5C TFAP2E TGFBRAP1 TGS1 THEMIS2 TIMM29 TINAGL1 TLCD1 TLNRD1 TLR3 TMCC2 TMEM107 TMEM127 TMEM128 TMEM144 TMEM165 TMEM184C TMEM204 TMEM243 TMEM35A TMEM40 TMEM52 TMEM63A TMEM64 TMEM65 TNFAIP8L1 TNRC6C TNS1 TOLLIP TOR3A TOX TOX2 TP53I11 TP53I3 TP53INP1 TP73 TPM4 TPST2 TRAF3IP1 TRAF4 TRAF5 TRAK1 TRAK2 TREM2 TREML1 TRIM2 TRIM26 TRIM3 TRIM36 TRIM52 TRIM7 TRIM71 TRIM73 TRIM8 TRPM6 TRPV2 TSC2 TSC22D3 TSGA10 TSPAN11 TSPAN14 TSPAN33 TSPYL5 TTC39C TTYH2 TUB TUBGCP6 TUFT1 TUSC1 TXLNA TYSND1 UBE2Q1 UBE2QL1 UBXN2A UCKL1 ULBP2 ULK1 UMODL1 UNC119 UNC5B UNKL UQCC5 URB1 USH1C USP15 USP18 USP35 USP6 USP6NL VAMP5 VASH2 VASN VCAN VDR VIPR1 VPS13B VPS13C VPS37D VSNL1 VWA1 VWCE WDFY2 WDR1 WDR20 WDR47 WEE1 WFDC5 WHRN WIPF3 WIPI2 WNT10A WNT11 WNT4 WNT7A WNT7B WRAP73 XAF1 XG YPEL3 ZAP70 ZBTB20 ZBTB34 ZBTB42 ZBTB43 ZBTB48 ZBTB5 ZC3HAV1 ZCCHC14 ZCCHC24 ZCCHC8 ZDHHC11 ZDHHC9 ZFP62 ZFP90 ZFYVE1 ZFYVE28 ZGPAT ZIC2 ZKSCAN1 ZMAT3 ZMIZ1-AS1 ZNF12 ZNF160 ZNF195 ZNF20 ZNF215 ZNF234 ZNF248 ZNF275 ZNF283 ZNF284 ZNF296 ZNF30 ZNF304 ZNF319 ZNF341 ZNF343 ZNF367 ZNF37A ZNF385A ZNF398 ZNF420 ZNF436 ZNF440 ZNF451 ZNF468 ZNF470 ZNF561 ZNF570 ZNF600 ZNF649 ZNF654 ZNF655 ZNF658 ZNF672 ZNF684 ZNF702P ZNF708 ZNF71 ZNF746 ZNF750 ZNF765 ZNF767P ZNF777 ZNF786 ZNF850 ZNFX1 ZNRD2 ZSWIM6 ZXDC ZYG11B PEREZ_TP63_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PEREZ_TP63_TARGETS ABCB9 ABHD16A ABHD6 ABTB3 ACAP1 ACSL1 ACVR1C ADAMTS10 ADAP2 ADCY1 AIPL1 ANGPTL2 ANKRD18A ANKRD20A1 ANKRD20A11P APAF1 APC2 AQP3 ARFGEF3 ARG2 ARHGAP26 ARHGEF17 ARHGEF6 ARID1B ARIH1 ARRB1 ARX ASS1 ATP11A ATP2C2-AS1 AUTS2 AVIL BAMBI BCL2L11 BCOR BIK BLMH BMP2 C7orf57 CABP7 CACHD1 CAPN3 CASZ1 CD101 CDC42EP4 CDKN1C CDYL2 CELF2 CELF3 CEMIP CFB CGAS CGNL1 CHST2 CITED1 CKB CLDN6 CLIC3 CLU CNKSR3 CNNM4 COL18A1 COL1A1 COL27A1 COL8A2 COL9A3 CRAMP1 CRISPLD2 CRYAB CRYBA2 CSRNP1 CTDSP2 CX3CL1 CXCL14 CXCR3 CYGB CYP11B2 CYTH1 DEDD2 DGAT2 DHRS3 DIO3 DLC1 DLG4 DLX2 DNAJA4 DOC2B DOK4 DPF1 DPYSL4 EDDM13 EFHD1 EFNA3 EGR1 EGR4 ELAVL3 ELFN1 ELMOD1 EPB41 EPB41L3 EPB41L4B EPB41L5 EPHA4 EPHB3 EPPK1 ERFE EVPL FAM43A FGF13 FGF18 FOLR2 FOXF1 FOXF2 FOXN3 FOXO3 FOXP4 FRY FRYL FZD1 GABBR2 GABRE GALR2 GATA6 GFPT2 GKAP1 GLIS2 GMCL1 GNA11 GOLGA2P5 GOLGA6L9 GPATCH2L GPR37 GPT2 GRHL3 GRK5 GRTP1 H2BK1 HBA1 HEY1 HEY2 HIC2 HR HS6ST1 HS6ST3 HSD11B2 HSPA1A HSPA1B HSPA6 HSPB1 HSPH1 HUNK ID2 ID4 IFIT3 IGF1R IGF2 IGFBP3 IHH IL17RB IL1RN INHBB INSR IRX5 ITSN2 JAG1 KCNH2 KCNJ12 KCNK3 KDM7A KHDRBS3 KISS1R KIT KLHL21 KLHL29 KLK15 KMT5C KSR1 LAMP3 LBH LGALS2 LIMS2 LINGO1 LMNTD2-AS1 LMO2 LRRC37A4P LUZP1 LY6D MAF MAFB MAN1C1 MAP1LC3B MAP7 MAPK14 MARCHF3 MEGF6 METAP2 METRNL MICALL2 MIR3939 MKX MOXD1 MROH6 MX1 MXD1 MXRA5 MYLIP MYRFL NDRG1 NEFL NFATC1 NGFR NIBAN1 NLRP1 NOTCH3 NPIPA1 NPIPB3 NPPC NPTX1 NRARP NTN1 NUAK1 NXF1 OGA OTULINL OVOL1 OXTR PAK6 PALMD PBX2P1 PCSK5 PCYT2 PDE4DIP PGAP1 PGF PLA2G4F PLCD1 PLCXD2 PLIN4 PLPP3 PPL PPP1R13B PPP1R16B PPP2R2C PRKCH PROC PRSS33 PSD PTPRJ PTX3 PYCARD-AS1 RAB11FIP1 RAB11FIP3 RAB11FIP4 RAB3IP RASEF RASGRP1 RASGRP2 RASSF5 RBM38 RBP7 RCAN1 RCOR2 REEP1 REG3A RET RGCC RHOB RORA RPL31P46 RPP25 RTN4R RUBCNL RUNX3 S100A3 SASH1 SELENOP SEMA4D SEMA6D SEPTIN5 SERINC5 SHANK3 SHC4 SHISAL1 SIPA1L2 SLC16A14 SLC35E1 SLC35E4 SLC39A8 SLC4A11 SLC6A2 SLC9A3 SLIT2 SMAD6 SMAD7 SMAD9 SMIM32 SOBP SOCS3 SOX8 SPATA13 ST3GAL1 ST8SIA2 STAR STBD1 STK40 STOX2 SUSD2 SYNE2 SYNJ2 TACC1 TAF3 TAF5 TCFL5 TENT5C TEX15 THEMIS2 THUMPD3-AS1 TLE1 TM7SF2 TMEM63A TNFRSF10C TNFRSF10D TNFRSF25 TNPO2 TNRC6C TOX TP53INP2 TRIM8 TSC22D3 TSHZ3 TUFT1 UBE2QL1 ULBP1 ULBP2 ULK1 UNC5B VASN VDR VSIR WFDC5 WHRN WNT5B WNT7B ZCCHC24 ZFPM1 ZFYVE1 ZIC2 ZKSCAN2 ZNF385A ZNF436 ZNF439 ZNF548 ZNF600 ZNF750 ZNRF3 ZSWIM6 PETRETTO_BLOOD_PRESSURE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PETRETTO_BLOOD_PRESSURE_DN CEBPG CX3CR1 CYTH2 FBXL3 HSD3B1 KDM5B RBM8A XRCC4 PETRETTO_BLOOD_PRESSURE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PETRETTO_BLOOD_PRESSURE_UP CHIT1 EMC3 FOXC2 MAP1A MUSK MYO1E NOVA2 NTRK1 NXPH4 RHOV RYR2 ZBTB7A PETRETTO_CARDIAC_HYPERTROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PETRETTO_CARDIAC_HYPERTROPHY ABAT ACTA2 ACTB ANXA1 ANXA4 ARID5B ASPN CD44 COL5A2 CPNE3 CRIM1 DDX3X EFEMP1 ELP5 ENPP2 FBN1 FN1 FSTL1 IGFBP3 LOXL1 LPL LTBP3 MFAP5 NID1 OGN OSBPL8 PDLIM3 RTN4 SNAP23 ST3GAL6 TAGLN TM4SF1 TUBA1A TUBA1C PETRETTO_HEART_MASS_QTL_CIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PETRETTO_HEART_MASS_QTL_CIS_DN ARHGAP24 ARHGEF17 CARD11 CDS1 CEMIP2 COG6 ENDOG GJA1 HLA-DQA1 HLA-DQB1 HLTF HYOU1 IRAK2 ISCA1 LANCL1 MECOM NDUFAF1 NEU2 PWP2 REXO4 RPP38 SERPINB6 SIK1 SQOR SSC4D ST3GAL4 TXN2 ZEB2 PETRETTO_HEART_MASS_QTL_CIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PETRETTO_HEART_MASS_QTL_CIS_UP ABHD16A ADRA1B AUTS2 BHLHE40 C5orf15 CARD9 CSNK2A1 DGAT2 DHDDS FCER2 FNIP1 GPLD1 MAN1A1 NET1 OGN PLEC PLEKHB1 PXYLP1 RAB14 RAMAC RNF6 RPUSD4 SDHB SPARC TLE6 TOR1B TRAK2 TRIO TST UQCC6 VAMP1 VPS52 PETRETTO_LEFT_VENTRICLE_MASS_QTL_CIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PETRETTO_LEFT_VENTRICLE_MASS_QTL_CIS_DN AGTPBP1 C9orf64 CENPP FAF2 ISCA1 NSD1 SEMA4D SFXN1 TSPAN17 ZNF346 PETRETTO_LEFT_VENTRICLE_MASS_QTL_CIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PETRETTO_LEFT_VENTRICLE_MASS_QTL_CIS_UP MACROH2A1 MCUR1 OGN RNF182 SLC28A3 TMEM14C PETROVA_ENDOTHELIUM_LYMPHATIC_VS_BLOOD_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PETROVA_ENDOTHELIUM_LYMPHATIC_VS_BLOOD_DN ACTA2 ADGRG6 ADGRL2 AGRN AHNAK2 ALDH2 ANPEP ANXA3 ANXA6 APBB2 ARHGAP22 ARHGDIB ARL4C ARL6IP5 ATP1B1 AXL BASP1 BGN BMP6 BTG2 CAP2 CAPG CCL2 CCRL2 CD44 CD59 CDC42EP3 CDH2 CDKN1A CEP170B CHST1 CLDN7 CLU COL1A2 COL6A1 COL8A1 CTSC CXCL1 CXCL8 CXCR4 CYFIP2 DKK1 ECE1 EFEMP1 EIF2B2 EMP3 ENO2 EPS8 EXT1 FAM107A FAP FBXL2 FHL2 FLT1 GADD45A GBP2 GLCE GSDME HMOX1 ICAM1 ICAM2 IER3 IFI27 IGF2BP3 IL32 IL4R IL6 ISG15 ITGA5 ITGAV ITGB5 ITM2A JUN KLHL21 KRT7 LAMA5 LAMC2 LAMP2 LDHB LOXL2 LPXN LTBP2 LY75 LYL1 MAPKAPK3 MBOAT7 MECOM MLLT11 MMP1 MMP14 MT1A MT1B MT1E MT1F MT1H MT1X MT3 MVP NISCH NMT2 NNMT NPTX1 NR2F2 NRCAM NUAK1 PCDH1 PDLIM4 PFKM PFN2 PGF PKIA PLA2G4A PLAU PLOD1 PLOD2 PLTP PRKACB PRNP PROCR RAC2 RCN1 RGS10 RGS4 RHOB RNASE1 RRAS SELE SELP SERPINE1 SGSH SLC1A1 SLC38A6 SLC3A2 SLC6A8 SLC7A7 SMAD3 SMURF2 SORD SRGN SRPX SRPX2 STAT6 TACSTD2 TAGLN TANK TCN2 TFEC TGFBI TGM2 TNFRSF21 TP53I3 TPM1 TPM2 TRAM2 TRIM22 TXNRD2 UAP1 UCHL1 UPP1 VCAN VEGFC ZBTB18 PETROVA_ENDOTHELIUM_LYMPHATIC_VS_BLOOD_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PETROVA_ENDOTHELIUM_LYMPHATIC_VS_BLOOD_UP ACSL3 ADD3 ALDH1A1 ANGPT2 ANKS1A APOD ARID5B ARRB2 AURKB BTBD3 BUB1 BUB1B CALCRL CCNA2 CCNB1 CCNB2 CCNE2 CD200 CDK1 CDKN1C CDKN3 CEACAM1 CENPF CEP68 CETP CH25H CKS1B CLEC4M CREM CRMP1 CSRP2 CTDSPL CXCL12 CYP1A1 DCLK1 DHCR24 DMTN DSP DUSP5 DYRK3 EMP2 FABP4 FLT4 FOXM1 GAB1 GCH1 GINS1 GMFG GPRC5B GRAP H4C3 HACD2 HLA-DPB1 HMGB2 HOXD10 IGFBP2 IL7 IQGAP2 ISG20 ITGA1 ITGA9 JCAD KALRN KIF11 KIF2C LAMP3 LBR LDB2 LIPA LMNB1 LMO2 LYN MAF MAOA MCM6 MEF2C MGP MRC1 MYBL2 NDC80 NDRG1 NOS2 NPTX2 NR2F1 OLFML2A PAQR3 PCLAF PCSK6 PDE8A PDLIM1 PDLIM3 PDPN PEG10 PLK1 PLPP1 PNP PPARG PPP1R2 PRKCZ PROX1 PTTG1 PYGL RAB31 RAMP2 RAMP3 RAPGEF5 RBP1 RBPMS REEP1 RELN RGS16 RMND5A SELENOP SLC26A4 SLC39A14 SMAGP SMC4 SOCS2 SPAG5 SPRY1 TBX1 TBXA2R TFF3 TIMP3 TK1 TOP2A TTK TUBA4A UBE2C UNC5B USP13 PETROVA_PROX1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PETROVA_PROX1_TARGETS_DN ADGRG6 ANXA6 ARHGAP22 ARHGDIB ARL6IP5 AXL BMP6 CAP2 CCL2 CD59 CDH2 EMP3 FAM107A FAP GBP2 GLCE ICAM2 IGF2BP3 IL32 IL6 ITGA5 KRT7 LDHB LPXN LTBP2 LY75 LYL1 MAPKAPK3 MLLT11 MMP14 NNMT NRCAM NRP1 NUAK1 PDLIM4 PFKM PLA2G4A PLAU PRKACB PRNP PROCR RGS4 SELP SERPINE1 SLC38A6 SMURF2 SRGN SRPX TANK TCN2 TFEC TNFRSF21 TRAM2 TRIM22 VCAN ZBTB18 PETROVA_PROX1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PETROVA_PROX1_TARGETS_UP BTBD3 BUB1B CCNE2 CDK1 CDKN1C CH25H CREM CSRP2 DMTN DSP FLT4 GCH1 GINS1 GPRC5B HMGB2 MCM6 MYBL2 NDC80 PDLIM3 PEG10 SMAGP SMC4 TK1 TOP2A UBE2C PHESSE_TARGETS_OF_APC_AND_MBD2_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PHESSE_TARGETS_OF_APC_AND_MBD2_DN ATP10A CYP1A1 DTNA FAM199X H1-7 MBD2 PLCB1 RAB10 SNTB1 TRIM34 YWHAG PHESSE_TARGETS_OF_APC_AND_MBD2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PHESSE_TARGETS_OF_APC_AND_MBD2_UP CACNA2D1 CCL24 CHST9 DAPL1 DYNLT2 FNDC9 HLA-DRA ITPR2 KMT2A MKRN2 NKX2-1 PYCARD RIMS4 RSPH4A SPIN1 TMEM121B TRIM5 UNC45B PHONG_TNF_RESPONSE_NOT_VIA_P38 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PHONG_TNF_RESPONSE_NOT_VIA_P38 ABCA1 ABCD3 ABLIM3 ABR ABTB2 ADAMTS9 ADARB1 ADGRA3 ADGRE5 AMOTL2 AMPD3 ANKLE2 AOPEP APBA3 ARHGEF40 ARID5B ARRB1 ARSJ ATF5 ATP1B1 B4GALT5 BAMBI BCL2A1 BCL3 BHLHE40 BHLHE41 BID BIRC3 BMAL2 BMP5 BSDC1 C1QTNF1 C2CD2 CA12 CADM1 CALD1 CARS1 CCDC28B CD47 CD58 CD70 CD83 CDC42EP3 CDCP1 CDKN1B CEBPB CFLAR CLDN1 CLIP2 CLK4 CNOT2 COL6A1 COL6A2 CREB3 CRELD2 CROT CRYBG1 CSF1 CSF2 CSNK1G2 CUL4B CX3CL1 CXADR CXCL10 CYB561 CYLD CYP1A1 DDA1 DENND5A DHRS2 DLEU2 DNAJB1 DNAJC10 DNAJC3 DNMBP DOCK4 DRAM1 DSE DUSP8 ECE1 EFHD2 EFNA1 EGFR EHD1 EML2 EMP1 EPHA2 ETS1 ETS2 ETV1 FDX1 FKBP4 FLG FLOT1 FNBP1 FOXF1 FSTL3 FXN FZD5 G0S2 GADD45A GATA2 GATA6 GBP1 GBP2 GCH1 GCHFR GEM GFPT2 GNAI1 GPRC5A GPRC5B GPRC5C GRINA GRK5 GSAP HES1 HEY1 HIVEP2 HLA-A HLA-B HLA-G HSD17B2 HSP90B1 HSPA1A HSPA1B HSPA5 HSPB8 HTATSF1 HTRA2 HYOU1 ICAM1 ID2 IER2 IER5 IFNAR2 IFNGR1 IGSF3 IKBKE IL6ST INAVA INF2 ING3 INPP4B IRF1 IRF2 IRS2 ITGA2 IVNS1ABP JAK1 JPT2 JUN JUND KCNAB2 KLF6 KLF7 LAMC2 LARP6 LAT LDLR LIMD2 LOXL2 LPXN LRIG1 LRRC49 LTB MALL MANF MAP2K1 MAP2K3 MAP3K3 MDFI MED20 MEF2C MEGF9 MEIS2 MGAT4B MID1 MMD MMP1 MMP2 MMP9 MPHOSPH10 MREG MTUS1 MVD MYBL1 MYH9 MYO1C N4BP3 NAB1 NAV2 NBN NECAP2 NET1 NETO2 NFE2L1 NFE2L3 NFKB1 NFKB2 NFKBIA NIBAN1 NMI NR2C1 NR2F1 NR2F2 NRP2 NUP62 NXN OGFR OPTN OSR2 OXTR P4HA2 PANX1 PARP12 PDE10A PDE4A PDIA4 PDLIM4 PDLIM5 PEG10 PELI1 PHACTR4 PHF11 PHLDA2 PIK3CD PLAU PLAUR PLCB4 PLEKHA5 PLPP3 PLXNA1 PPARG PPIF PPME1 PRKCD PROX1 PRSS23 PSMB9 PTBP3 PTGES RAB11FIP2 RAB13 RAC2 RAI14 RAPGEF2 RBM47 RCAN1 RELB RFX5 RGS3 RHBDF2 RHOBTB3 RHOF RIPK2 RIPOR1 RNF19B ROBO1 SAMD4A SBNO2 SDC4 SEL1L SERPINE1 SERTAD2 SGK1 SH3BP4 SHB SLC22A4 SLC25A22 SLC25A37 SLC2A6 SLC30A1 SLCO3A1 SLCO4A1 SMAD1 SMAD3 SMOX SOD2 SOX4 SOX9 SP100 SRGN SRPK1 SSBP2 SSTR2 STEAP1 STK10 STRA6 SYDE1 SYNGR2 TANK TCF7L2 TFE3 TGOLN2 THAP10 TMEM132A TMEM156 TMEM158 TMEM204 TMEM265 TMEM50B TNFAIP2 TNFAIP8 TNFRSF10B TNFRSF1B TNFRSF21 TNFRSF6B TNFRSF9 TNIK TNIP1 TNIP2 TOX TPCN1 TRAF1 TRAF3 TRAPPC4 TRIB1 TRIB3 TRIM16 TRIM21 TRIM62 TRIO TRIP10 TUBB2A TUBD1 TUT4 UVRAG VCAM1 VCAN VDR VIPR1 WDR48 WTAP ZBTB10 ZBTB18 ZFHX4 ZFP36L2 ZMIZ2 ZNF267 ZNF432 PHONG_TNF_RESPONSE_VIA_P38_COMPLETE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PHONG_TNF_RESPONSE_VIA_P38_COMPLETE ACACA ACOX1 ACSL3 ADAM17 AFF1 AGRN ALDH3A2 AP1G2 ARHGAP12 ARID4B ARL4C ATF3 ATP2B1 B4GALT1 BACH1 BAZ1A BCL3 BRD3OS BTG1 C2orf42 CAPN7 CAV1 CBX4 CCDC85B CCN1 CCNL1 CD59 CD82 CDC42EP1 CDC42EP4 CDH12 CDK2 CEP68 CKLF CRK CSGALNACT1 CSNK1E CTDSPL CUX1 DDIT3 DERL2 DHFR DIO2 DLG5 DLST DUSP5 DYRK2 EGR1 EHD3 ELOVL6 EMP2 ENAH ERAP1 ETS2 ETV5 EVA1B EXT1 F8A1 FABP4 FAIM FBRS FBXL5 FOS FOSL2 FOXC1 FOXO3 FZD2 GABARAPL1 GABRA2 GET1 GFPT1 GLG1 GLIPR1 GOLPH3L GTPBP4 HDAC9 HHEX HLA-B HLA-G HMBOX1 HMGCR HOXA10 HOXA9 HTATIP2 IDH1 IGFBP5 IKBKE IL11 IL7R ING1 INSIG1 ITGA5 ITSN2 JADE1 JAG1 JRK KAT6B KCNK1 KCNMA1 KDM2A KDM6B KLF10 KLRC3 KMT2A LARP1 LGALS8 LIMCH1 MAFG MAP3K11 MAP4K4 MAP7D1 MBD4 MBP MCL1 MCM6 MECOM METTL7A MGAT2 MID1 MKNK2 MLXIP MNS1 MSMO1 MTHFD2L MYO10 MYO1B MYO1C NAV3 NCALD NCOA2 NDUFB2 NEO1 NFATC2IP NINJ1 NKTR NOTCH1 NR3C1 NUDT4 NUP210 NXF1 OBSL1 OTUD4 PAQR4 PBX1 PCLO PCNA PHIP PITPNA PMAIP1 PNP PNRC2 PPM1F PPP1R12A PPP1R15A PRKD1 PSD3 PTGS2 PTPN12 PTPRK RAB22A RAP2C RBM19 RET RGS1 RHOQ RPRD2 S100A4 SATB2 SCHIP1 SDCBP SEC24A SEC24D SEMA4C SERPINE2 SH3BP5 SHC1 SIKE1 SKP2 SLC5A3 SLC7A1 SLC9A6 SMURF1 SNX2 SOS1 SPAG9 SS18 SSBP2 STK11 STK17A STX4 SV2A SVIL SYNM TCAF1 TCF20 TCF4 TCP1 TGIF1 THYN1 TMEM135 TMEM51 TMEM87A TMEM97 TNFRSF11B TRAF4 TRIM24 TUFT1 TUT7 U2SURP UBE2J1 UBR2 VCAN VPS35 WIZ WNT5A WWC2 YIPF5 ZBTB5 ZCCHC24 ZFP36 ZFP69B ZMIZ2 ZMYND8 ZNF131 PHONG_TNF_RESPONSE_VIA_P38_PARTIAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PHONG_TNF_RESPONSE_VIA_P38_PARTIAL ADM AGRN ALCAM ARL14 AURKA B4GALT1 BAHD1 BAZ1A BCL6 BDNF BID BIRC2 BMP2 BMP5 BTG3 C3orf52 CALHM2 CCL20 CCNG2 CD44 CDH19 CDKN1A CEBPD CHST11 CITED2 COL7A1 CREB1 CXCL1 CXCL2 CXCL3 CXCL8 CYLD DKK1 DLEU1 DNAJB4 DNAJB9 DUSP1 DUSP10 EFNB2 EGFR EREG FGD6 FJX1 FLRT3 FNDC3B FOSL2 FOXO1 FZD7 GABARAPL1 GABRA2 GLIPR1 GPRC5A HAS2 HERPUD1 HEXIM1 HEY1 HIVEP1 HIVEP2 HOXA5 HOXA9 ID1 ID2 ID3 IER3 IFNGR2 IL27RA IL4R IL6 IL6ST INHBA INSIG1 INTS6 IRGQ IRS1 ITGAV ITPRID2 JUN JUNB KANK2 KCNN4 KDM6B KLF6 KLHL21 KLRC1 KYNU LAMC1 LBH LDLR LGR5 LHFPL6 LIF LINC00869 LITAF MAFF MCL1 MFHAS1 NAMPT NAP1L1 NBN NEDD4L NFKB2 NFKBIE NKX3-1 NR2F2 NUAK2 PCDH7 PDE8B PGRMC2 PITX2 PLAC8 PLAU PLAUR PLK2 PLPP3 PMAIP1 PPIF PTGER4 PTHLH PTX3 REL RGS2 RIPK4 RNF44 RXRA SDF2L1 SEMA3C SERPINB2 SERPINE1 SLC12A7 SLC20A1 SLC31A2 SLC39A14 SLC5A3 SMAD3 SNCA SPHK1 SQSTM1 STAT3 TANK TAPBP TCF7L2 TCIM TENT5A TGFA TGFB2 TGIF2 THBS1 TIPARP TNC TNFAIP3 TNFRSF10B TNFRSF21 TNS3 TOB1 TPST1 TRAPPC4 TRIB2 TSC22D2 TTC27 TUBB2A TUBB2B VDR WWC1 ZNF395 PHONG_TNF_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PHONG_TNF_TARGETS_DN HES1 HEY1 HOXA9 ID1 ID2 IVNS1ABP SNCA ZNF131 PHONG_TNF_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PHONG_TNF_TARGETS_UP ADAMTS9 ATF3 BHLHE40 BIRC2 BIRC3 BMP2 BTG1 BTG3 CCL20 CCNL1 CD44 CD83 CEBPD CSF2 CXCL1 CXCL2 CXCL3 CXCL8 DUSP1 DUSP10 DUSP5 DUSP8 EGR1 EGR2 EPHA2 EREG ETS2 FJX1 FOS GEM ICAM1 IER2 IER3 IER5 IFNGR2 IL11 IL6 INHBA IRF1 JUN JUNB KDM6A KLF10 KLF6 KLRC1 LAMC2 LDLR LIF MCL1 NFKB2 NFKBIA NKX3-1 NUAK2 PLAU PLK2 PTX3 REL SDC4 TNFAIP2 TNFAIP3 TNFRSF10B ZFP36 ZFP36L2 PICCALUGA_ANGIOIMMUNOBLASTIC_LYMPHOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PICCALUGA_ANGIOIMMUNOBLASTIC_LYMPHOMA_DN AMD1 AREG ATP2B1-AS1 B3GNT2 BTG1 CBX4 CCDC59 CCNL1 CD6 CD69 CHASERR CHD1 CLK1 CNOT6L CNST COG3 CREM CSGALNACT2 CSRNP1 DDX3X DNAJB6 DUSP10 DUSP2 DUSP4 EIF1 EIF4G3 EIF5 EPC1 ETNK1 FBXO33 FBXW7 FOSB FOSL2 FOXP1 G3BP2 GABARAPL1 GADD45A GADD45B GATA3 H2AC18 H3-3B HAPSTR1 HAUS3 HECA HIPK1 ID2 IDS IER5 IFRD1 IKZF5 ING3 IRF2BP2 IRS2 JMJD1C JMY JUN JUND KDM3A KDM6B KLF10 KLF4 KLF6 LINC-PINT LY9 MAP3K4-AS1 MAP3K8 MCL1 MEX3C MGAT4A MOAP1 MPZL3 MXD1 MYLIP NAMPT NDUFA10 NR4A2 NR4A3 PCIF1 PDE4D PELI1 PER1 PHF1 PIGA PMAIP1 PNPLA8 PPP1R15A PPP1R15B PRNP PTGER4 PTP4A1 PTP4A2 RAPGEF6 REL RGCC RGS1 RGS2 RNF103 RNF11 RNF139 RSRC2 SARAF SBDS SETD2 SIK1 SIK3 SLC2A3 SLC30A1 SMG1P5 SMURF2 SNORD22 SNORD3B-1 SON SRSF5 STK17B SUCO TBC1D22A-DT THAP2 TIPARP TMX4 TNFAIP3 TOB1 TP53INP2 TRA2B TSC22D2 TSC22D3 TSPYL2 TTC7A TUBB2A WIPF1 YPEL5 ZBTB10 ZBTB24 ZFAND2A ZFAND5 ZFC3H1 ZFP36 ZNF331 PICCALUGA_ANGIOIMMUNOBLASTIC_LYMPHOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PICCALUGA_ANGIOIMMUNOBLASTIC_LYMPHOMA_UP A2M ABCC3 ABI3BP ACKR1 ACTA2 ACVRL1 ADAMDEC1 ADAMTS1 ADAMTS9 ADGRF5 ADGRL4 ADRA2A ANK2 ANKRD29 ANTXR1 APOC1 APOE ARHGAP29 ARHGAP42 ARHGEF10 ASPM ATOX1 C1QA C1QB C1QC C1R C1S C2 C3 C4A C7 CALD1 CARMN CAV2 CAVIN1 CCDC102B CCDC80 CCL14 CCL19 CCL2 CCL21 CCN4 CD63 CD93 CDH11 CDH5 CETP CFB CFH CHI3L1 CLMP CLU CMKLR1 COL12A1 COL15A1 COL1A1 COL1A2 COL3A1 COL4A1 COL4A2 COL6A1 COL8A2 COX7A1 CP CSRP2 CTHRC1 CTSC CTSL CTTNBP2NL CXCL10 CXCL12 CXCL9 CYBRD1 CYFIP1 CYP1B1 CYP26B1 CYP27A1 DAB2 DCLK1 DDR2 DEPP1 DHRS7B DOCK4 DPYSL3 EMCN EMILIN1 ENG ENPP2 EPHX1 FAM107A FAM114A1 FAM20A FBN1 FCHO2 FERMT2 FLRT2 FN1 FSTL1 FUCA1 GABBR1 GASK1B GJA1 GJC1 GPNMB GPRC5B GUCY1A1 GUCY1B1 HNMT HSPB8 HSPG2 IDH1 IFI27 IGFBP5 IGFBP7 IL18 IL33 IRAK3 ITGA9 ITPRIPL2 KCNJ10 KCNMA1 KCTD12 LAMA4 LAMB1 LAMC1 LIFR LOXL1 LPAR1 LUM MARCKS MFAP4 MIR1245A MIR34AHG MMP9 MXRA5 MYL9 MYLK NAGK NEXN NFIB NNMT NPL NR1H3 NR2F2 OSMR P2RY13 PAPSS2 PARVA PCOLCE PDGFRA PDLIM5 PDPN PGF PLA2G2D PLA2G4C PLD1 PLPP3 PMP22 PPIC PRRX1 PTGDS RAB13 RAI14 RARRES2 RASSF4 RBP5 RBPMS RGL1 RGS5 RHOBTB3 RND3 RPE RRAS RSPO3 S1PR3 SAMD9L SEPTIN10 SERPING1 SERPINH1 SLAMF8 SLC1A3 SLC40A1 SLCO2B1 SMOC2 SPARC SPARCL1 SPRED1 SULF1 TAGLN TANC1 TCIM TDO2 TEAD2 THY1 TJP1 TLR4 TMEM163 TMEM176A TMEM176B TNC TNS1 TNS3 TPM1 TRIM47 VCAM1 VWF WDFY3 WLS WWTR1 YAP1 ZNF226 PIEPOLI_LGI1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PIEPOLI_LGI1_TARGETS_DN CHRNA6 CTAG1B CTAG2 FUT4 GTF2H2 HSD11B1 ID2 IL13RA2 IL33 ITSN1 KLRC1 MMP3 SIM2 TNNI3 ZIC3 ZNF266 ZNF415 PIEPOLI_LGI1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PIEPOLI_LGI1_TARGETS_UP BCL2L11 CST7 CTNNA2 DIRAS3 EPHA5 FGF13 FGL2 GAGE1 HLF HMGB3 MAF MAGEA3 MAGEA5P NNT RYR2 TIMP3 TNFRSF11B PILON_KLF1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PILON_KLF1_TARGETS_UP A2M AADAC ABCA1 ABCA8 ABCC3 ABCC8 ABCC9 ABCG2 ACOX2 ACSL4 ACTB ADAM12 AEBP1 AFM AFP AFTPH AGFG1 AGMAT AGRN AHSG AIRN AK4 AKR1B10 ALAS2 ALB ALCAM ALDOC ALOX12 AMBP AMOT AMOTL1 ANGPTL3 ANK3 ANKH ANKRD39 AOPEP AP5S1 APOA1 APOA2 APOB APOH APOM ARFGAP2 ARHGAP29 ARIH1 ARMC1 ASAP1 ASB1 ASCC2 ASPH ASXL2 ATP1B2 ATP5IF1 BCAR1 BFAR BGN BMP2K BNIP3 BOLA2 BPGM BTN1A1 C1GALT1 C1QA C1S C2CD2 C2CD3 C2orf49 C2orf72 C5 C8G CA1 CALD1 CAMK2N1 CAP2 CAVIN2 CCDC92B CCNC CCNT1 CD59 CDH2 CDH5 CDSN CELA1 CEP76 CFB CFI CGN CHAC2 CHD8 CIAPIN1 CITED4 CLASP2 CLCA3P CLCN3 CLK2 CLU COL11A1 COL14A1 COL18A1 COL1A1 COL1A2 COL2A1 COL3A1 COL4A1 COL5A2 COL6A2 COP1 CPEB4 CPSF2 CRB3 CRP CRX CSNK1A1 CSNK1G1 CTNNAL1 CTSE CTTN CWC25 CX3CL1 CXADR CYLD CYP2D6 DAAM1 DAB2 DCAF1 DCBLD2 DCN DDHD2 DENND2B DENND2C DEPTOR DHX57 DLAT DLC1 DLK1 DLL1 DMPK DNAJA4 DNAJB2 DNAJB4 DNAJC22 DNM1L DRAM2 DUSP8 DUSP9 EBP EDNRB EIF2AK1 EIF5A2 ELL2 ELOC EMSY ENOX2 EPB41L5 EPB42 EPS15 ESAM ETNK1 EXD1 EXOC6 EXOG F2 FABP4 FAM114A1 FBN2 FBXO46 FBXO9 FECH FERMT2 FGA FGB FGFR2 FGG FKBP10 FLT1 FLT4 FN1 FOXH1 FOXO3 FOXP2 FRYL FSTL1 FTSJ1 FUT8 FZD1 FZD5 GARRE1 GAS2L1 GATA6 GC GCLM GHR GIGYF2 GINS3 GMPS GNG11 GNL3L GPC3 GPC6 GPX5 GRB10 GTF2H2 GTF2IRD2B GUCY1A1 GYPA H1-4 HARS1 HARS2 HAUS1 HBE1 HBG1 HECTD1 HERC4 HGFAC HIBCH HIPK2 HLA-A HMG20A HMGCS1 HMOX1 HNF4A HPN HPX HS3ST3B1 HSD3B1 HSPA9 HUWE1 HYCC1 IGF1R IGF2 IGFBP1 IGFBP2 IGFBP7 IGSF1 IGSF3 IHH IL1B ING4 INSR IRAG1 IRGM IRS2 ISLR ITGA2B ITGA4 ITIH1 ITIH2 ITIH3 ITM2A ITSN1 KEL KIF26B KIF2A KIF3B KLHL20 KMT2A KMT5B KNG1 KNTC1 KPNA1 KRT8 LARP4B LECT2 LGR6 LHFPL6 LIPG LOXL2 LOXL4 LPIN2 LPL LPP LUC7L2 LUM MAGED1 MAGEL2 MAGT1 MALAT1 MARCO MASP1 MBNL1 MBOAT2 MDM2 ME1 MED13 MEG3 MEG8 MESP1 MFSD2B MIB1 MIER1 MIOS MIS18BP1 MKRN1 MLLT3 MLPH MLXIPL MPZL2 MRPL47 MSR1 MT1A MTHFD2 MYH7B MYL9 MYLK MZT1 N4BP2 NAP1L1 NAPG NDN NDRG2 NID2 NLK NR1H3 NRK NRP2 NSFL1C NT5C3A NTMT1 NUDCD1 NUP54 OBSL1 OGA OGFRL1 OLA1 OSBPL1A OSGEPL1 PAN3 PBX1 PCSK7 PEG3 PER3 PICALM PIGM PIGN PIR PITRM1 PKD2 PKDCC PLA1A PLAGL1 PLEK2 PLG PLS1 PLXNA2 PMM2 PMP22 PODXL PON2 PPBP PPFIA1 PPOX PPP6R3 PRKAR2A PRKAR2B PRRG3 PRSS40A PRSS53 PTAR1 PTDSS2 PTGER3 PTPRB PTPRD PTPRF PUM2 PXDN RAB36 RAB6A RABGAP1 RAD18 RALBP1 RALGAPB RARS1 RBM5 RBMS1 RBP1 RBP4 REC114 REPS2 RESF1 RHBDF1 RHOC RIC1 RNF128 RNF157 RNF168 RNF20 RPS6KA3 RRP1B RYK SBNO1 SCAI SDC2 SEMA4G SEMA5B SEMA6D SEPTIN2 SEPTIN4 SERPINA10 SERPINA6 SERPINC1 SERPINF2 SERPING1 SERPINH1 SETDB1 SGMS1 SH3YL1 SHOC2 SIN3A SLAMF1 SLBP SLC22A23 SLC23A2 SLC25A4 SLC27A2 SLC30A1 SLC30A10 SLC36A2 SLC38A4 SLC39A5 SLC39A8 SLC44A1 SLC44A2 SLC6A8 SMIM15 SNCA SNTB1 SNX14 SPARC SPATS2L SPP2 SPTA1 SREK1IP1 SRSF5 SRXN1 STAB2 STON2 SUGP2 SUPT16H SV2B TADA2B TANGO2 TBK1 TBX6 TBXAS1 TCEAL9 TEAD1 TENT2 TENT5C TF TGFBR3 TIAL1 TIMP3 TLCD4 TLK1 TMC7 TMEM132D TMEM150A TMEM158 TMEM30A TMEM59L TMEM9 TNKS2 TOP2A TREML4 TRIM10 TRIO TRIP4 TRMT10A TSPAN7 TSPAN9 TTC39A TTLL5 TTR TUFT1 UBE2O UGT2B10 USP8 VCAM1 VOPP1 VTN VWF WDR19 WDR37 WDR43 WNT11 WWC1 XK XPO4 XPR1 YPEL4 ZBTB45 ZFAND5 ZFR ZNF207 ZNF239 ZNF562 ZNF639 ZSWIM7 PIONTEK_PKD1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PIONTEK_PKD1_TARGETS_DN AFP ATP12A CCNA2 CLDN11 DEFB119 H2AC12 H2AC14 HNRNPDL NDP OBSL1 PDGFA RPS6 RRM1 SCARF2 SERPINA1 TUBA1A TUBB UHRF1 PIONTEK_PKD1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PIONTEK_PKD1_TARGETS_UP AASS ACOX2 ACSM5 ALDH8A1 ARG2 CCN2 CYP27B1 CYP2D6 DNASE1 EGF ENTPD5 ERRFI1 FKBP5 GGCT GK GLUL HAAO HAO2 KLF15 KLK1 KLK2 MPV17L MT1A MT2A NDRG1 PIM3 PRODH PTER RDH16 SCD SERPINA2 SGK1 SLC13A3 SLC17A1 SLC22A12 SLC27A2 SORD SULT1D1P TNFRSF21 TOM1L2 UGT1A6 UGT3A2 PLASARI_NFIC_TARGETS_BASAL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PLASARI_NFIC_TARGETS_BASAL_DN AHR CCL2 CCN3 EBF3 ENPEP EPHA3 EPHB2 FLI1 IFI16 IGFBP6 INSIG1 LSS MEOX1 MFAP4 PDGFRA PIK3AP1 RBP1 RPL39L SLIT2 STARD4 VWA5A PLASARI_NFIC_TARGETS_BASAL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PLASARI_NFIC_TARGETS_BASAL_UP ACOT1 CACNA1G CHODL CLCA3P CLU COL2A1 FOXA1 GNA14 GZMH H4C15 KCNA5 KCNMB4 MPPED2 NNAT NRN1 PARM1 PAX1 PERP PLSCR1 PPP1R3C RGS4 RGS5 SEMA4F SHROOM3 SNCA TEX15 THSD4 TINAGL1 TNFRSF11B WNT5B PLASARI_TGFB1_SIGNALING_VIA_NFIC_10HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PLASARI_TGFB1_SIGNALING_VIA_NFIC_10HR_DN ACAN AHR ALDH1A3 C16orf54 CA6 CCN5 CELF2 DOCK2 FAM111A FLI1 FOXG1 HEY1 INSIG1 LSS LYL1 MAFB MCF2L MFAP4 NNMT NR4A2 OTULINL PDGFRA PHIP PTPN18 RAB3IL1 RBP1 RPL39L SCD SLC37A2 STC2 UQCC6 VWA5A ZNF624 PLASARI_TGFB1_SIGNALING_VIA_NFIC_10HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PLASARI_TGFB1_SIGNALING_VIA_NFIC_10HR_UP ADGRG6 AIF1L ANO1 ARC C1S CD38 CELSR3 CHODL CLCA3P COL2A1 CPXM1 CSF1 CYP2J2 ENPP5 EPHA4 EPHA7 F3 FAS FGF7 GJB4 GPM6B GVINP1 IFI44 IL18RAP IL1RAP IRAG1 ITGA1 KDM5A MPZL2 MYH11 NFIB NNAT NREP NRN1 OLR1 ORAI2 PARM1 PAX1 PCSK5 PDK4 PERP PIERCE1 PLEKHH2 PLSCR1 RGS4 RGS5 RICTOR SEMA3C SERPINA3 SLMAP SPARCL1 STEAP2 STK26 TBX3 TMTC4 UNC5C VCAM1 XRN1 PLASARI_TGFB1_SIGNALING_VIA_NFIC_1HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PLASARI_TGFB1_SIGNALING_VIA_NFIC_1HR_DN AGO2 AKAP9 ANGPT4 ANKRD11 ARGLU1 ATP1B1 ATP9A ATRX ATXN2 CACNA1H CADM4 CAMK2D CAP1 CBL CD14 CDKN1C CDO1 CENPE CHODL CLCA3P COL2A1 COL3A1 COX6B2 CPD CREBBP CTSF CUL5 CYP39A1 DDX6 DPYSL4 ENDOD1 FAT4 FGFR2 FOXA1 GNB1 GOLGA4 GPC3 GPC6 GRPR H4C15 HMGA2 HNRNPL HSD17B11 IFI44 IGF2 IGF2R INO80D KDM5A LOXL2 LUZP1 MALAT1 MAP1B MAP3K2 MARF1 MEG8 MPPED2 MSI2 MYBL1 MYH11 NET1 NFIA NFIB NNAT NPR3 NRN1 PARM1 PAX1 PC PCSK5 PEG3 PERP PFN1 PIK3R1 PLEKHG1 PPP1R3C PTH1R PTK7 RBFOX2 RC3H2 RCOR3 RESF1 RGS17 RGS4 RGS5 RICTOR RORA SELENBP1 SEMA3B SESN3 SLC12A2 SLC14A1 SLC27A3 SNAPC3 SNCG SNX18 SOX2 SPTBN1 SRPK2 ST3GAL5 THOC2 TINAGL1 TMTC4 TNPO2 TPM1 TPR TSPAN5 TUBB2B WNT5A ZCCHC24 PLASARI_TGFB1_SIGNALING_VIA_NFIC_1HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PLASARI_TGFB1_SIGNALING_VIA_NFIC_1HR_UP AHR CA6 CALCRL CCN3 CCR5 CYP51A1 DSE ENPEP EPHB2 EVI2A FLI1 FLT1 FOXG1 GSDME IDI1 IL2RG INSIG1 KCNAB1 KCNN4 MEOX1 MFAP4 NR4A2 OXCT1 PDGFRA PDP1 RAB39B RBP1 RPL39L SOAT1 TATDN2 TENT5C VWA5A ZFHX3 PLASARI_TGFB1_TARGETS_10HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PLASARI_TGFB1_TARGETS_10HR_DN ABLIM1 ACADM ACSS2 ADAMTS1 ADAMTS5 ADGRG2 ADGRG6 ADHFE1 ADM AGTR2 AMPD3 ANGPT2 AQP1 ARHGAP18 ARHGAP20 ARHGAP28 ARID5B ARL6IP1 ARNT2 ARRDC3 AUTS2 BNIP3L BUB1 C3AR1 CALHM5 CAND2 CASP12 CAVIN2 CBX6 CCL15 CCL2 CCNB1 CD24 CD36 CD93 CDC42EP2 CDH2 CDKN3 CELF2 CENPJ CENPK CLIP4 CNKSR3 CPA6 CTNNAL1 CYP1B1 CYP7B1 DAB2 DBP DCLK1 DDC DDIT4L DHRS3 DIRAS2 DIXDC1 DTL DZIP1 EBF3 EDNRB EIF2AK2 ELOVL6 EPHA7 EPHX1 EVI2A EYA1 EYA4 FAT4 FBXL7 FGF7 FGFR2 FIGNL1 FMNL2 FOXC1 FOXP2 G6PD GAMT GAS1 GAS2 GBP2 GLRX GSTM1 GULP1 HACD4 HERC6 HMMR HOXC10 IDH1 IFIT1B IFIT2 IFIT3 IGF1 IGFBP5 IL18 IL1RN IL6ST IRGM IRS1 ITGB3BP KCND2 KITLG KLHL24 KNSTRN LAMA4 LDB2 LGR4 LIFR LILRB3 LILRB4 LMO7 LPAR4 LPL LRRCC1 LRRN3 LUM MALAT1 MAN1A1 MAP2 MARCKS MASTL MBNL3 MED12L MEF2C MEIS2 MEST METTL7A MGST1 MKI67 MLLT3 MMP11 MMP16 MPPED2 MRC1 MRGPRF MSH6 MT1A MTERF2 NFIA NFIB NFIX NMI NPR3 NQO1 NR1D2 NUF2 NUSAP1 OASL2P OGN OSR1 PALMD PARP9 PBX1 PCDH7 PCDH9 PDE1A PDE5A PDGFRA PDK4 PDLIM2 PDP1 PEG3 PER3 PHIP PIK3R1 PIK3R3 PLCB1 PLEK PLEKHG1 PLEKHH2 PLPP3 PLSCR1 PMP22 PPP1R3C PRICKLE2 PRIM1 PRKAR2B PRRX1 PRSS35 PTEN PTPRD PTX3 PWWP3B RAB30 RARB RASGRP3 RBM39 RCBTB2 REPS2 RFC3 RFC4 RNASEL RND3 RSPO2 RSPO3 RTL3 RTP4 RUNX1T1 S1PR3 SBK1 SCARA3 SCARA5 SEMA3A SERHL2 SERPINB1 SERPINB6 SERPINB9 SESN1 SESN3 SH3BGRL SH3BP5 SHOX2 SIM2 SIX1 SLC12A2 SLC14A1 SLC16A4 SLC24A3 SLC40A1 SMARCA2 SORBS2 SORD STAT1 STMN1 STMN2 SVIL SYT11 TCEA3 TCEAL1 TCF7L2 TGFBR3 THBD THSD7A TK1 TLE6 TMEM53 TMEM86A TOX TRIM2 TRIM21 TRIM37 TRPS1 TSHZ1 TSPY26P UNC5C USP18 VCAM1 VEGFD VWA5A WDR19 ZFAND1 ZFHX4 ZFP28 ZIC1 ZNF467 ZNF521 ZNF608 ZWILCH PLASARI_TGFB1_TARGETS_10HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PLASARI_TGFB1_TARGETS_10HR_UP ABCB1 ABTB3 ACTA1 ADAM12 ALDH1A2 ALDH1A3 ALS2CL ANKH ANKRD1 ARC ARG1 ASS1 BAIAP2L1 BHLHE40 BMAL1 CA6 CARD10 CCL17 CCL20 CCN2 CD40 CDH6 CDYL2 CHST11 CMKLR1 CNN1 COL8A2 CREB3L2 CRISPLD2 CRY1 CSPG4 CSRNP1 CTH CX3CL1 CXCL14 CXCR6 DUSP14 DUSP5 DUSP6 EGR2 ELAVL2 ELN ENDOD1 ENPP1 ENTPD7 EREG F2RL1 FBXO32 FGF18 FGF2 FGF21 FJX1 FKBP5 FLNB FLT1 FOSL1 FOXC2 FOXS1 FSTL3 FXYD6 GADD45B GALNT3 GAREM2 GATM GCH1 GCNT2 GFOD1 GFPT2 GJA3 GJB2 GJB3 GPER1 GPR84 GREM2 GUCY1B1 HAS2 HBEGF HCK HECTD2 HEY1 HEYL HIP1R HIVEP3 HK2 HSPA2 HTR2B IER2 IER3 IL11 IL18R1 IL6 INHBA IP6K1 ITGA5 ITGB3 IVNS1ABP JAG1 JUNB KCNK1 KCTD11 KHDRBS3 KLF13 KLHDC8A KLHL29 LAS1L LIF LMO1 LPIN3 LRP8 LRRC8C LRRFIP1 MAFF MCAM MEGF10 MEOX1 MFSD2A MGLL MICAL2 MMP9 MYO1D NEBL NES NFATC1 NFIL3 NGF NIPAL1 NPPB NRARP NTF4 NUAK1 NUAK2 OLFM2 OLR1 OTUD7A PAPSS2 PDE4DIP PDGFA PDGFB PDGFC PI4K2B PKP1 PLAUR PLEKHG3 PLK3 PMAIP1 PMEPA1 PPP1R13L PPP1R15A PRAG1 PRG4 PRKAR2A PRKG2 PTGS2 PTHLH PTK2B PVR RAP1GAP2 RASL11B RBFOX1 RGS16 RNF149 RNF19B RUNX1 SEMA7A SERP1 SERPINE1 SFN SIAH2 SLC20A1 SLC2A1 SLC41A2 SNAI1 SOCS2 SPATA13 SPHK1 STK38L STMN4 TFPI2 TGFB1 TGFBR1 THBS4 TIMP3 TMCC3 TNC TNFAIP3 TNFRSF11B TNFRSF12A TNNT2 TSPAN2 TTC9 UBE2G2 UNC5B VEGFA WNT11 WNT9A ZNF469 PLASARI_TGFB1_TARGETS_1HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PLASARI_TGFB1_TARGETS_1HR_DN COL3A1 MEIS2 NFIB PPP1R3C TXNIP PLASARI_TGFB1_TARGETS_1HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PLASARI_TGFB1_TARGETS_1HR_UP BHLHE40 CDK5R1 CSRNP1 EGR2 EGR3 FBLN2 FGF18 GADD45B GADD45G HBEGF HES1 ID1 ID2 ID4 IER3 IER5 IL6 JUNB KLF10 LIF MAP3K14 NR4A1 NUAK2 PTGS2 RASL11B SERPINE1 SLC20A1 SMAD7 SNAI1 SPATA13 SPSB1 WNT9A ZMIZ1 PODAR_RESPONSE_TO_ADAPHOSTIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PODAR_RESPONSE_TO_ADAPHOSTIN_DN ACTG1 CCNE1 CCNF CX3CR1 CXCL10 DHCR7 FDFT1 GLI2 HK2 IDI1 INAVA INSIG1 MSMO1 RRP1B SCD SDC1 TFRC UNG PODAR_RESPONSE_TO_ADAPHOSTIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PODAR_RESPONSE_TO_ADAPHOSTIN_UP ACTR10 ADAM17 AKR1C1 AKR1C3 ANXA1 ARID5B ARMCX3 ASF1A ASNS ATF3 ATF4 BACH1 BBC3 BSDC1 CARS1 CCNG2 CCPG1 CCSER2 CD44 CD55 CDKN1C CEBPB CEBPG CHAC1 CLEC2B CLIC2 CLK1 CLU CREM CSGALNACT2 CYTIP DDIT3 DDIT4 DGKG DNAAF1 DNAJB1 DNAJB2 DNAJB4 DNAJB9 DUSP1 DUSP5 EIF2AK3 FNDC11 FNDC3A FTH1 FTH1P5 FYN GAB2 GABARAPL1 GADD45A GARS1 GCLM GLA GLRX GOLGA2 GTPBP2 H2AC18 H2BC3 HAPSTR1 HBP1 HDLBP HEXIM1 HMOX1 HSPA13 HSPA1A HSPA1B HSPA6 HSPB1 ID2 IER5 IFNGR1 IFRD1 IGFBP3 IL15 IL23A ISG20 ITGAX JUN JUND KLF2 KLF6 KLHL21 MACO1 MAFF MAFG MAP1LC3B MARS1 MBNL2 MFAP4 MGAT2 MIR22HG MORC3 MSX1 MXI1 NAP1L1 NAP1L2 NCF2 NCOA2 NEAT1 NEK1 NFE2L1 NIBAN1 NLRP1 OSER1 P4HA2 PALLD PIR PLEK PMAIP1 PNRC1 PPP1R15A PRDM4 PSAT1 RAB9A RAP2B RB1CC1 RGS2 RND3 RPL13P5 RPS6KC1 SAT1 SEC24D SLC38A2 SLC3A2 SLC7A11 SOX4 SQSTM1 STEAP1 STX12 STX3 TES TMCO3 TMEM140 TNFSF9 TRIB1 TRIB3 TUBA1A TUBB2A VEGFA WDR26 YPEL5 ZBTB43 ZEB1 ZFAND5 ZFP36L1 ZNF165 ZNF215 ZNF267 POMEROY_MEDULLOBLASTOMA_DESMOPLASIC_VS_CLASSIC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/POMEROY_MEDULLOBLASTOMA_DESMOPLASIC_VS_CLASSIC_DN ALDH1A3 APOD BCL2 C1S CCND3 CFH CNR1 COL1A1 COL1A2 COL3A1 CXCR4 CYFIP1 EEF1B2 ELAVL4 FIG4 GCNT2 GLI1 IGF2 IGFBP5 INSM1 IRF8 LAMC1 LMO4 LTBP2 MGP MYCN NDP NFATC3 NFATC4 NHLH1 NID1 NMU NTRK3 PBX3 PTCH1 QSOX1 RND3 RPL10A RPL21 RPL24 RPL34 RPL35A RPL36A RPL39 RPL7 RPL9P7 RPS10 RPS11 RPS17 RPS18 RPS23 RPS29 SCG5 SHROOM2 TCF12 TCF4 TFDP2 TMSB15A TPT1 UCHL1 VCAN POMEROY_MEDULLOBLASTOMA_DESMOPLASIC_VS_CLASSIC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/POMEROY_MEDULLOBLASTOMA_DESMOPLASIC_VS_CLASSIC_UP AANAT ABL2 ACLY ALDOA APLP1 ARL4D ARL6IP1 ATP1B2 BCAP31 BSG CBX5 CDKL5 CFHR2 CHI3L1 CHRM4 CITED1 COL2A1 CPOX CRABP2 DLX4 DYRK4 E2F1 F8A1 FLT3LG FPR1 GABRB3 GABRG2 GNB3 GPX4 HSP90AA1 ILVBL KANK1 KDM5D LDHA LHX2 LRP8 MYL5 NEUROG1 NOMO1 NUCB1 OLFM1 PDE4C PLEC POLR2F POLR2J PPP2R1B PRDX1 PSMB5 RPN2 SCAF11 SEPTIN8 SLC1A2 SMAD2 SMAD5 STX3 SURF1 SUSD6 TGFB3 THBS4 TMEM11 TP53BP2 UGCG USP11 POMEROY_MEDULLOBLASTOMA_PROGNOSIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/POMEROY_MEDULLOBLASTOMA_PROGNOSIS_DN ATIC ATP5MC2 B4GALT1 BARD1 BYSL CAD CBX5 CDC25B CENPF CGB3 COX8A DAG1 E2F5 ENO1 ERP29 FGFR3 GABRG2 HMGA1 IARS1 LDHB MYBL2 NCAPD2 NME4 RPL10A RPL11 RPL27A RPL29 RPL35A RPL7A RPS10 RPS14 RPS18 RPS19 RPS25 RPS8 RPSA SLC29A1 SNRPA1 SNRPD2 SRI TKT TRAP1 UBE2D3 UCHL1 POMEROY_MEDULLOBLASTOMA_PROGNOSIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/POMEROY_MEDULLOBLASTOMA_PROGNOSIS_UP ACADVL ACSL1 AIP AMT AP3B2 APOD ASIC1 ATRX BRME1 CALML3 COL6A2 CRMP1 DVL3 DYNLT1 ECH1 ELN ETV4 GAP43 GNAS GPS2 GTF3C1 IDUA IRF3 KMT2A MYL6 NBL1 NDN NHLH1 NPIPA1 NPIPB3 NTRK3 NUP62 PLOD1 PTK7 RALGDS RASL10A REEP5 REG1A REG3A RTN1 SATB1 SLCO2A1 SRP54 TERF1 TLE5 TMSB4X USP4 ZKSCAN7 POOLA_INVASIVE_BREAST_CANCER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/POOLA_INVASIVE_BREAST_CANCER_DN ACADSB ACSM1 AK5 ALDH4A1 ANKH ANPEP ARHGEF5 ARMT1 AZGP1 BMP5 BST2 CA12 CACNA1D CAPN3 CCDC170 CD151 CD59 CDK10 CELSR1 CELSR2 CHI3L1 CITED1 CLEC3B CLMN CNN1 COL4A5 CPB1 CRLF1 CYP1A1 CYP4B1 DACH1 DCT DKK3 DNAJC12 DST ECE1 EDN3 ERBB4 EREG ESR1 EXOC7 FABP7 FBXO2 FGF2 FGFR3 FLNB FRMD4A FRZB GATA3 GFRA1 GOLGA2P5 GRIA2 GRP GSTT1 H2AC6 HBA1 HBB HMGCS2 IFT140 IGF1R IGFBP2 IGSF1 IL17RB INPP4B ITGA7 ITPR1 KCTD2 KDM4B KLK10 KRT17 KRT5 KRT6B LAMB3 LGALS4 LTBP3 LTBP4 LTF MAPT MATN2 MGP MIA MPPED2 MSX2 MYB MYLK NEDD4L NPY1R NPY2R NQO1 OXTR PDGFA PDZK1 PEX6 PGGHG PIK3R1 PKP1 PLAT PPIP5K1 PPP1R3C PTN RABEP1 RABGAP1 RPL29P17 SAA1 SCUBE2 SDC4 SERPINA3 SERPINA5 SEZ6L2 SLC25A37 SLC27A6 SLC39A6 SSH3 STC1 STC2 SYMPK SYNM SYT17 TAPT1 TDRD12 TESC TF TIMM44 TMEM101 TPM2 TRA2A UGT2B11 VTCN1 WFDC2 WIF1 WNT5A XYLT2 ZDHHC11 POOLA_INVASIVE_BREAST_CANCER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/POOLA_INVASIVE_BREAST_CANCER_UP ABCC4 ADAM12 ADAMDEC1 ADCY7 ADGRE2 AHI1 AIF1 AIM2 APOBEC3B APOC1 ARHGAP15 ARHGAP25 ASPM AURKA BANK1 BCAT1 BCL2A1 BCL2L11 BIRC5 BLM BPNT2 BTK BUB1B CALCRL CALU CCDC88A CCL11 CCL18 CCL3 CCL4 CCL8 CCN4 CCNA2 CCNB2 CCNE2 CCR1 CCR7 CD163 CD19 CD1E CD2 CD27 CD38 CD3D CD40 CD48 CD52 CD53 CD6 CD69 CD74 CD79A CD79B CD86 CDC20 CDH11 CDK1 CDKN3 CEACAM5 CEACAM6 CEMIP CENPA CENPF CENPU CEP55 CH25H CHIT1 CHST11 CKS2 CLEC7A CNTNAP2 COL10A1 COL11A1 COL5A1 COL5A2 COL6A3 COTL1 CPM CPNE7 CPPED1 CREB3L1 CSF2RB CST7 CTSC CTSS CXCL10 CXCL11 CXCL13 CXCL9 CXCR3 CXCR4 CYLD CYTIP DIO1 DLGAP5 DOCK2 DSC2 DSCC1 DTL ECM1 EGFL6 EPPK1 EPYC EVI2A EVI2B FANCI FAP FCER1G FCGR1A FCGR2A FCGR3A FCGR3B FCMR FKBP11 FN1 FPR3 FYB1 GAB2 GBP1 GDF15 GINS1 GINS2 GLIPR1 GNLY GPR171 GPR183 GPR65 GPSM2 GRB2 GREM1 GZMA GZMB GZMK HCLS1 HHIPL2 HLA-DMB HLA-DQA1 HLA-DRB1 HLA-DRB6 HOPX HS3ST3A1 HSD17B1 HYAL1 IFI30 IGHG1 IGHM IGHV1-69 IGHV3-20 IGHV3-21 IGHV3-23 IGHV3-33 IGHV3-47 IGHV3-7 IGHV4-34 IGHV4-61 IGKV1D-13 IGKV1D-8 IGKV1OR2-108 IGLV3-10 IGLV3-19 IGLV4-60 IL18 IL18R1 IL2RG IL32 INHBA IRAG2 IRF8 ISG20 ITGA4 ITGAX ITGB2 ITK KDELR3 KIF11 KIF15 KIF20A KIF2C KMO LAMP3 LAPTM5 LAT2 LCK LCP2 LGALS2 LGALS9 LILRB1 LILRB2 LILRB4 LMO3 LOXL1 LPXN LRP8 LRRC15 LST1 LTB LY96 LYZ MAD2L1 MAFB MAN1A1 MAP4K1 MCM4 MELK MMP1 MMP11 MMP12 MMP13 MMP19 MMP3 MMP9 MNDA MS4A1 NARS2 NCAPG NCF2 NDC80 NEK2 NET1 NID2 NPL NUSAP1 OIP5 PBK PCLAF PIGR PLA2G7 PLAC8 PLAUR PLEK PRC1 PRKCB PRR16 PRUNE2 PSTPIP1 PTPRC PTTG1 RAD51AP1 RASSF2 RET RGS16 RGS4 RHOF RRM2 RSAD2 S100P SAMSN1 SELL SELPLG SERPINA6 SERPINE1 SLA SLAMF8 SLC16A3 SLC18A2 SLC7A5 SLC7A7 SOAT1 SOX11 SP140 SPC25 SQLE SRGN STAG3 STAT4 STK17B SULF1 TBC1D31 TCL1A TDO2 TFEC THEMIS2 TK1 TNC TNFAIP6 TNFSF4 TOP2A TPK1 TPX2 TRAC TRAF1 TRAF3IP3 TRAT1 TRBC1 TRBC2 TRDC TRGC1 TRIP13 TYMS UTS2 VCAM1 VCAN POS_HISTAMINE_RESPONSE_NETWORK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/POS_HISTAMINE_RESPONSE_NETWORK ACP3 ADH7 ARF4 ASNS CAMK2A CAMK2N2 CDK2AP1 CEBPB EMILIN1 ENAH FBLN5 G3BP1 GABPB1 GARS1 GCNT1 IGF2R IL15 JUN LMO1 LOXL1 MACROH2A1 MED26 NDST1 NNMT PFN2 SLC7A1 TAX1BP3 TGFB1 TIAM1 TSPAN7 UPP1 POS_RESPONSE_TO_HISTAMINE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/POS_RESPONSE_TO_HISTAMINE_DN ASNS CDT1 DPM1 EIF2S2 GABPB1 GLYCTK KLHL22 MED26 METTL22 NCOR1 TATDN1 POS_RESPONSE_TO_HISTAMINE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/POS_RESPONSE_TO_HISTAMINE_UP CA13 CCDC174 FBLN5 FRYL HMG20B IGF2R MACROH2A1 ODF1 PFN2 SNRNP25 SNX27 TECPR2 PRAMOONJAGO_SOX4_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PRAMOONJAGO_SOX4_TARGETS_DN ACOT7 ADAM15 ANAPC5 ARRB2 ATP5F1D BIN1 BIRC5 CANX CCNB1 CDKN3 CLN3 CTSC DLEU1 DLGAP5 EFEMP1 FAHD2A GCSH GLUL HNRNPA0 HNRNPL HSPA8 KCNQ2 KIF20A LAMP1 LAPTM4B LSM2 LY6E MAP2K2 MCCC2 METRN MLEC MRPS12 MTARC1 NR2F6 PARP1 PDCD4 PEBP1 PEG10 POLD1 PTBP1 PTGES SIGMAR1 SKP2 SPINK5 TMED2 TMEM14A TMEM97 UBE2S UCP2 PRAMOONJAGO_SOX4_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PRAMOONJAGO_SOX4_TARGETS_UP ADM AK4 AMPD3 ARHGAP45 BHLHE40 BNIP3 BTG1 BTN2A1 CAPRIN2 CCNG2 CCNL1 CLK1 CXCR4 DUSP4 ELF4 FGD6 GDF15 GPRC5A GRB10 IER3 IL1B INSIG2 JUN JUND KDM3A MAFF MXI1 MYD88 NAB2 NAP1L1 NDRG1 NFIL3 PHF1 PLIN2 RBCK1 RIOK3 RIT1 RND3 SERPINE1 SLC2A3 SMNDC1 SOD2 STC1 STC2 TIPARP TNFAIP3 TNIP2 TPBG TRIB3 TRIM8 VEGFA ZFP36L1 PROVENZANI_METASTASIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PROVENZANI_METASTASIS_DN ADRM1 AK4 ANO1 ANXA6 AP2S1 ARL4C ARPC1A ATF5 BCAT2 BLVRB BMP7 CCND1 CCND2 CD44 CKB CLDN3 CLDN7 CLPTM1 CLU CNOT3 COL4A2 COPS6 COTL1 CTDSPL CTNNA1 CTSB CYP51A1 DDAH1 DHRS2 DKK4 DNAJC2 EDAR EGFR EHD4 EIF2S1 EIF3K EPAS1 ERCC1 ETHE1 F12 FAM171A1 FOXJ2 FOXN3 FTL GABARAPL1 GPD1L GPI GRK6 HOXB6 HSPA4 HSPB1 IFITM2 IFITM3 IFITM3P7 IGFBP3 ITM2B KDELR2 KLK6 KLRC1 KRT13 KRT23 KRT5 KRT81 LAMC2 LCN2 LSM14A MALL MAOB MEPCE MRPL35 MT1E MYL6 NAPG NELL2 NFE2L3 NMI NOP53 NOTCH2 NSMF P4HA2 PDE4D PDGFC PDIA6 PDLIM4 PFN2 PLOD3 PON2 PPIC PRMT1 PSMB9 PSMC2 RABAC1 RAP1GDS1 RBM42 RCN1 REEP5 RINT1 RPS19 RRAS S100A11 S100A11P1 S100A2 S100A3 SAA1 SCRN1 SDC4 SERPINE1 SLC2A1 SLC2A3 SLC2A4RG SLC48A1 SLCO3A1 SOD1 SPANXA1 SPATS2L SPINT2 ST14 STXBP6 TACSTD2 TBC1D4 TBC1D9B TGM2 TIMP2 TMED10 TNFAIP2 TNFRSF6B TNIP1 TNNT1 TPM1 TPT1 TRAPPC6A TRIB2 TRIM29 TRIP6 TSEN34 TUBB2A TUBB2B TXNL1 UBE2M VAMP3 WIPI1 YES1 PROVENZANI_METASTASIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PROVENZANI_METASTASIS_UP AARS1 ACD ADA ADK AK6 AKR1B1 AKR1C1 AKR1C3 AMIGO2 ANAPC5 AQP3 ATMIN ATP5MC2 ATP6V0D1 AZGP1 BAG1 BICC1 BORA BRD7 BTBD3 BTF3 BTG1 C3orf14 CADPS2 CARD10 CARS1 CAT CAVIN3 CBFB CD24 CDK1 CDKAL1 CDKN2A CDKN2C CEMIP2 CENPN CES2 CHGB CIAO2B CLEC11A CMC2 CNN3 COG4 COLGALT2 COPZ1 CSNK2A2 CST7 CTCF CTSC CUL4A CYTL1 DAB2 DAZAP2 DDX19A DDX19B DDX50 DHODH DNAJC9 DROSHA EDC4 EFNB2 EIF4B ELP5 EPHB2 EPRS1 EZH2 FGGY FOXA2 FXYD6 FYN FZD10 GABARAPL2 GALNT7 GCHFR GCSH GDF15 GLG1 GOT2 GPX2 GSE1 H4C3 HBE1 HLTF HNRNPA1 HNRNPA3 HNRNPF HOXC6 HUS1 IPO5 IST1 ITPA JUN KARS1 KDM4C KIZ LAMP1 LARP4B LCK LCP1 LINC00869 LMCD1 LRIG1 LSM7 LTA4H MACROH2A2 MAGEB2 MAGED1 MARCKSL1 MCCC2 MCM3 MET MFNG MME MON1B MPHOSPH6 MRPL23 MRPS27 MTF2 MYB NAE1 NARF NAXD NDUFS5 NIP7 NNT OXCT1 PCCA PDF PDIA4 PEG10 PLAC8 PLEKHB1 PLIN2 PLLP PLPP3 POGLUT2 POLD3 POLR2A POLR2M PPA1 PRCP PRIM1 PRKX PROM1 PRR13 PRSS3P2 PSMD7 QPRT RAP2A RBM47 RGL1 RNF126 SAR1A SAT1 SEPTIN6 SERPINF1 SF3B3 SGCE SKP2 SLC25A14 SLC35D1 SLC38A2 SNTB2 SPRY2 SYT1 TARS1 TCF12 TCF3 TDGF1 TERF2 TERF2IP TESC TFF3 THAP11 TIMM23 TM4SF1 TMED2 TMEM208 TNS3 TOMM70 TOR3A TOX3 TPM2 TRAF5 TRBC1 TRBC2 TSR1 TUBB TXNIP TXNL4B VARS1 VCL VGLL4 VPS26A VPS4A VSNL1 WASHC2C WDR59 WNK1 WWOX XRCC5 ZBED1 ZMYND11 ZWINT PUIFFE_INVASION_INHIBITED_BY_ASCITES_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PUIFFE_INVASION_INHIBITED_BY_ASCITES_DN ACBD3 ACE2 ACTR6 AFG3L2 AIMP1 AK6 AMD1 ANKHD1 APRT ARFGAP2 ARHGAP29 ASPH ATG12 ATG5 BAG1 BCAS2 BTBD1 C1orf115 C6orf120 CALD1 CCL20 CCNH CCNL1 CD44 CDC42EP3 CDK1 CDK10 CDK7 CEBPZ CETN2 CGRRF1 CHMP2B CTBP2 CXCL8 DCTN6 DHCR7 DKK1 DNAJC24 DUSP1 ECHDC1 EEF1E1 ELOVL5 EPB41L2 ERI2 ESF1 EXOSC8 FNDC3B FUT4 GAMT GCH1 GCNT1 GTPBP8 HAT1 HEY1 HNRNPDL ID2 ING3 INPP5F IRF9 IVNS1ABP KLF6 KLHL22 LAMTOR3 LDLR LEPROT LSM8 MECOM MFF MOB4 MOSPD1 MSMB MSX2 MTIF2 MTMR6 N4BP1 NACC2 NAE1 NAP1L1 NDEL1 NDUFV1 NFYA NOC3L NOL11 NR1H4 NRBF2 ORC4 PCYT2 PDCD10 PDGFC PLEKHF2 PNN POT1 PPIC PRPF18 PTGS2 PTPRK RAB11FIP2 RABGAP1L RABGGTB RAP2C RBM34 RGL1 RGS4 RNF187 RO60 RPL10 RRAS2 RYBP SAT1 SECISBP2L SELENOP SEPHS2 SH3GLB1 SHLD2 SLC29A2 SLC5A3 SOX4 STAG1 SYNJ1 TAF1D TCEAL4 TEX30 TGFBR3 TGIF2 THOC1 TM7SF2 TMEM100 TNFAIP8 TP53BP2 TP53I3 TRAK2 TRIB1 TXNDC9 UBE2V2 UGCG UQCRB VAMP7 WDR13 WWTR1 ZBED5 ZCCHC10 ZMYM4 ZNF226 ZNF330 ZNF410 ZNHIT6 PUIFFE_INVASION_INHIBITED_BY_ASCITES_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PUIFFE_INVASION_INHIBITED_BY_ASCITES_UP ABCC2 ACIN1 AKR1B10 AKR1C1 AKR1C3 ALOX5AP ASB9 ASCC1 ATP2B4 BCAM BCL2L1 BPNT2 CALM1 CCN2 CCT2 CDCA8 CEACAM6 CENPA CHD4 CIB2 CKLF DELE1 EIF4G1 ELMO2 ENO1 EPOR ETS2 F3 FHL1 FKBP1A G6PD GAPVD1 GART GATC GCLM GSPT1 HJURP HMGB3 HP1BP3 IGFBP4 KIF20A KIR2DL5A KPNA2 KPNB1 LEPROTL1 LRRC59 LYN MAN2A2 MARS1 MAZ MCM3 MICB MPP1 NR2F2 OSMR PABPC3 PGK1 PLEC PLIN3 PPP2R5D PRKCA PTBP1 RAB4A RPS17P5 SAP30 SCHIP1 SIAH2 SKP2 SNRPA1 SRRM1 STIP1 SUN1 TKT TPX2 TYMS UBBP1 UBE2G1 UBFD1 XKR8 PUJANA_ATM_PCC_NETWORK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PUJANA_ATM_PCC_NETWORK AATF ABCB7 ABCC1 ABCC10 ABCE1 ABCF2 ABHD3 ABI1 ABL1 ABO ACADM ACAP2 ACKR2 ACOT11 ACTR2 ACTR3 ACYP1 ADAM10 ADAM17 ADAM19 ADAM22 ADAR ADCY7 ADNP ADRA1D ADSL AFF2 AGGF1 AHSA1 AIM2 AJAP1 AKAP17A ALKBH1 ALOX12 ALOX5 ALOX5AP ALPK3 ALX1 AMIGO2 AMMECR1 AMPD3 ANAPC10 ANGEL1 ANKRD26 ANP32A ANP32B ANP32E ANXA13 AOC2 AP1G2 AP3B1 AP3S1 APBA1 APC APEX1 APOBEC1 APOBEC3C ARFGEF2 ARFIP1 ARHGAP11A ARHGAP25 ARHGAP35 ARHGAP4 ARHGDIB ARHGEF1 ARHGEF18 ARHGEF6 ARIH2 ARNT ARPC1B ARPC2 ARPC3 ARPC5 ASF1A ATF2 ATG12 ATIC ATM ATP11A ATP11B ATP5F1A ATP5MC2 ATP5MJ ATP5PB ATXN3 AURKA AURKB AURKC AVPR1B B2M B3GAT2 B3GNTL1 BAX BAZ1A BAZ1B BAZ2A BBS9 BCAT1 BCL2L11 BCL6 BCL7A BET1 BFSP1 BID BLM BLMH BLNK BMS1 BNIP2 BORCS8-MEF2B BPTF BRCA1 BRD1 BRME1 BTAF1 BTF3 BTF3P11 BTK BTN3A1 BUB3 C1QBP C6orf62 CA7 CAD CADM3-AS1 CAMK4 CAP1 CAPZA1 CASP10 CASP2 CASP3 CASP5 CASP7 CASP8 CAST CBFA2T2 CBFA2T3 CBFB CBX3 CCHCR1 CCKBR CCL11 CCL23 CCL3 CCNA2 CCNE1 CCNF CCNG2 CCNT2 CCR2 CCT4 CCT8 CD19 CD1A CD1C CD1D CD22 CD247 CD300C CD36 CD37 CD38 CD3G CD40 CD47 CD48 CD52 CD53 CD72 CD79A CD79B CD96 CDC123 CDC14A CDC20 CDC7 CDH8 CDK1 CDK11B CDK13 CDKL1 CDKN2C CDV3 CDY1 CEACAM4 CEBPZ CELF1 CENPA CENPC CENPI CEP135 CEP57 CEP68 CFLAR CHAF1A CHAF1B CHEK2 CHERP CHKB CHMP7 CHRND CHST7 CHUK CIAPIN1 CIITA CIR1 CLASRP CLCN7 CLDN9 CLINT1 CLK2 CLP1 CLPX CLTB CMKLR2 CNBP CNGA3 CNIH1 CNKSR2 CNOT1 CNOT3 CNOT8 CNOT9 CNPY3 CNTN6 CNTRL COL10A1 COL21A1 COMP COPS3 CORO1A CORT COX7B CPSF4 CPT1A CR1 CRCP CREBZF CREG1 CRHR1 CRLF3 CRYAA CSF2RA CSF2RB CSF3 CSK CSNK1G2 CSNK2A1 CTAG2 CTCF CTR9 CTSS CUL2 CUL4A CUL5 CUL9 CUX1 CXCR4 CYP1A1 CYP2C18 DAP3 DAPK2 DARS1 DCAF7 DCK DCP2 DDX10 DDX18 DDX21 DDX27 DDX28 DDX39A DDX39B DDX3X DDX46 DDX5 DDX52 DEK DEPDC5 DGUOK DHFR DHX16 DHX9 DIAPH1 DIDO1 DIMT1 DKC1 DKK3 DLD DLEU1 DLGAP2 DLST DMAC2L DNA2 DNAJC13 DNAJC2 DNAJC24 DNAJC7 DNAJC9 DNMT1 DNTTIP2 DOCK10 DOCK2 DOLPP1 DPH2 DPM1 DR1 DRD1 DSCR4 DUSP11 DUT DYRK2 E2F4 E2F5 ECD ECE2 EDEM1 EED EEF1A1 EEF1B2 EIF1AY EIF2B5 EIF2S3 EIF3E EIF3F EIF3H EIF3M EIF4A3 EIF4B EIF4EBP2 EIF4H EIF5AL1 EIF5B ELAC2 ELAVL1 ELF1 ELK3 ELOVL5 EMG1 EN2 ENOX2 EP300 EP400 EPB41 ERC2-IT1 ERCC2 ERCC3 ERCC5 ERH ESPL1 ESR2 ETS1 ETV6 EWSR1 EXOG EXOSC10 EXOSC2 EXOSC8 EYA4 EZH2 FABP5 FAM120A FAM216A FAM53B FAM76A FANCI FAS FASLG FBL FBLN1 FBXL4 FCER2 FCGR2A FCGR2B FCHO1 FCHSD2 FGF18 FGF4 FGF6 FGF8 FLI1 FLT1 FLT3 FMNL1 FNBP4 FOXM1 FRG1 FSCN2 FTSJ1 FUBP1 FUS G3BP1 GALNT2 GARRE1 GATA6 GATAD1 GCFC2 GCGR GCH1 GDI2 GEMIN2 GHRH GINS1 GIP GIT2 GJA8 GJB5 GLE1 GLIPR1 GLRA3 GMFG GNA13 GNAO1 GNAQ GNAT1 GNB3 GNL2 GOSR1 GP1BA GPD2 GPLD1 GPN1 GPR161 GPR171 GPR18 GPR3 GPR37L1 GPR65 GPSM3 GPX7 GRAMD4 GRAP GRB2 GRIA1 GRIK1 GRIP2 GRK2 GRK6 GRP GSR GSS GTF2A1 GTF2B GTF2E1 GTF2F2 GTF2H2 GTF2H3 GTF2H4 GTF3A GTSE1 GYPE H1-4 H2AC17 H2AZ1 H2AZ2 H3C11 H3P37 H4C13 H4C2 HAT1 HCLS1 HCP5 HDAC1 HDAC6 HEXA HEXIM2-AS1 HIPK3 HIRA HK2 HLA-DOA HLA-DPA1 HLA-DRA HMGB1P8 HMGB2 HMGN1 HMGN2 HMGN3 HMGN4 HMMR HNF1A HNF1B HNF4G HNRNPA1 HNRNPA2B1 HNRNPA3 HNRNPAB HNRNPC HNRNPF HNRNPH1 HNRNPH2 HNRNPK HNRNPL HNRNPM HNRNPR HOXC11 HOXD10 HPS1 HSPA4 HSPA8 HSPA9 HTR1E HTR2A HTR3A HTR4 HTR7 HTRA2 ICAM3 ICE1 ICOS ICOSLG IDH3B IDO1 IDS IFFO1 IFI16 IFI44 IFIT3 IFNAR2 IFNG IFNW1 IFT20 IFT25 IGBP1 IGHV5-78 IGKC IGLL1 IK IKBKB IKBKE IKBKG IKZF1 IL10RA IL10RB IL13RA1 IL15 IL16 IL24 IL27RA IL2RG IL4 IL5RA IL7 ILF2 ILF3 IMMT INE1 ING3 INHBA INPP4A INPP5D INPP5E INSIG2 INTS1 INTS10 IPO9 IRAG2 IRAK1 IRF2 IRF4 IRF5 IRF8 ISG20L2 ITFG2 ITGA2B ITGA4 ITGAD ITGB1BP1 ITGB7 ITGBL1 ITK ITPK1 ITPKC JAK2 JARID2 KATNA1 KCNA1 KCNA5 KCNA6 KCNB1 KCNE1 KCNH1 KCNMA1 KCTD20 KCTD7 KDM3A KDM3B KDM4A KHDC4 KHDRBS1 KHDRBS2 KHNYN KIAA0930 KIF20B KIF21B KIF25-AS1 KIFC1 KLF12 KLHL18 KLHL23 KLRA1P KLRC4 KNTC1 KPNA6 KRT2 KRT20 KRT31 KRT32 KRT83 KXD1 KYAT3 KYNU LAIR1 LAIR2 LAMB4 LAMC2 LAPTM5 LARP4B LARP7 LBR LCP1 LDHA LDHB LIAS LIF LILRA1 LILRA3 LILRB4 LINC00342 LINC00588 LINC00667 LINC01558 LINC02172 LINC03000 LMNB1 LPAR2 LPAR4 LPGAT1 LPXN LRIT1 LRRFIP1 LSM1 LSM14A LSM6 LSS LTA LTA4H LY75 LY86 LY9 LYN LYPLA1 M6PR MACROH2A1 MAD2L1 MAGEA9 MAGOH MAK16 MAN1A2 MAP3K1 MAP4K1 MAPK8 MAPT MARCHF3 MARCHF7 MASP2 MAT2A MATR3 MAX MBD2 MBD4 MBNL1 MC2R MC5R MCC MCM2 MCM4 MCM5 MCM6 MDFI MDM1 MDM2 ME2 MED1 MED20 MED6 METAP1 METAP2 MFAP3 MFN1 MICB MKI67 MLANA MMP20 MOB1A MPHOSPH9 MR1 MRE11 MRPL3 MRPL33 MRPS14 MRPS31 MS4A1 MS4A2 MSH2 MSH5 MSH6 MSL3 MTA1 MTCP1 MTDH MTERF1 MTF1 MTF2 MTHFD2 MTMR1 MVK MX2 MYBL2 MYBPC2 MYBPH MYC MYCBP MYF6 MYH15 MYH3 MYL1 MYO1A N4BP2L1 NACA NAE1 NAP1L1 NASP NAT1 NBEAL2 NBN NBR1 NBR2 NCAPD2 NCBP1 NCBP2 NCF4 NCK1 NCKAP1L NCL NCOA6 NDC80 NECTIN1 NEK7 NEK9 NEMP1 NFATC1 NFATC2IP NFATC3 NFIA NFKB1 NFX1 NFYB NGDN NHP2 NKRF NKTR NLRP3 NMB NMI NOLC1 NONO NOP14 NOP16 NOP2 NOP56 NOS2 NPAS1 NPAT NPHP1 NPHP4 NPIPB15 NPM1 NPM3 NPRL2 NR2C1 NR2C2 NR3C1 NRAS NRP2 NSA2 NSD2 NSL1 NSMAF NT5C2 NUDT1 NUFIP1 NUP153 NUP210 NUP214 NUP50 NUP62 NUTF2 NXPH2 OARD1 OAS1 OAS2 OBSCN ODC1 OFD1 OGG1 OGT OIP5 OLFML2B ONECUT1 OPCML OPRL1 OR2F1 OR2H1 ORC5 OSBPL3 OSTF1 OXA1L OXSR1 P2RX7 P2RY10 PABPC1 PABPN1 PAFAH1B3 PAICS PAK2 PAPOLA PARN PARP1 PARP2 PARP3 PART1 PAX2 PAX3 PAX4 PAXIP1 PCBP1 PCDHA12 PCDHB17P PCF11 PCGF1 PCLAF PCNA PCYT1A PDAP1 PDCD10 PDE6D PDK1 PDS5A PDS5B PDX1 PELP1 PEX13 PFAS PFDN6 PFKFB2 PFKFB3 PFKFB4 PGAP2 PGK1 PHACTR1 PHF3 PHIP PHOX2B PHTF2 PIAS2 PIBF1 PIGB PIGC PIK3CD PIK3CG PIM2 PITPNA PITPNB PKD2 PKM PKN1 PLAGL2 PLCB4 PLCG1 PLCG2 PLCL2 PLEK PLIN3 PLK4 PLXDC1 PMM2 PMS2P2 PMS2P3 PMS2P4 PNMT PNN PNO1 POLA1 POLD4 POLE POLE3 POLG POLR2B POLR3C POLR3D POLR3F POLR3G POM121 POM121L14P POP4 POP5 POT1 POU1F1 POU2AF1 POU2F2 POU4F1 POU5F1 POU6F1 PPIA PPIG PPIL6 PPIP5K2 PPM1A PPM1D PPP1CC PPP1R2 PPP2R1B PPP2R5C PPP2R5E PPP3CC PPP6R1 PPWD1 PRDM2 PRDX3 PRKCD PRKDC PRKY PRMT2 PRMT3 PROP1 PRPF18 PRPF19 PRPF31 PRPF4 PRPF40A PRPF4B PRPS1 PRPSAP2 PRRC2C PSD4 PSIP1 PSMA4 PSMA5 PSMB8 PSMC3IP PSMD3 PSMD9 PSME1 PSME2 PTEN PTMA PTOV1-AS2 PTP4A2 PTPN1 PTPN18 PTPN2 PTPN6 PTPN7 PTPRC PTTG2 PVT1 PWP2 RAB30 RAB3GAP2 RABEP1 RAC2 RAD21 RAD51AP1 RAD51C RAD51D RAD54L RAD9A RAF1 RALBP1 RALGAPB RAN RANBP1 RANBP9 RAP1A RAP1B RASA3 RASGRP1 RASGRP2 RASSF1 RASSF2 RASSF8 RB1 RB1CC1 RBBP4 RBBP6 RBBP7 RBBP8 RBM3 RBM6 RBM8A RBMS2 RBMX RCC1 RCN2 RCOR1 RECK RECQL REL RFC1 RFC3 RFC4 RFTN1 RFX5 RGS10 RGS13 RGS19 RGS6 RHOH RIF1 RIMS1 RIOK3 RIPOR2 RMND5A RNASEH1 RNASEH2B RNF114 RNF126 RNF139 RNF44 RNGTT ROBO1 ROCK1 RPA1 RPA2 RPA3 RPIA RPL10A RPL11 RPL13A RPL14 RPL17 RPL19 RPL21 RPL22 RPL23 RPL23A RPL27 RPL30 RPL31 RPL34 RPL36A RPL36AL RPL37 RPL4 RPL5 RPL6 RPL7 RPLP2 RPS12 RPS15A RPS19 RPS20 RPS23 RPS24 RPS25 RPS27 RPS27A RPS3A RPS4X RPS6 RPS6KB1 RPS7 RREB1 RRM1 RRP1B RRP7A RRP8 RRS1 RSAD2 RSC1A1 RSL1D1 RSRP1 RSU1 RUNX1 RUVBL1 RWDD3 S100A2 SAFB SAP25 SAP30 SASH3 SCAF11 SCAMP5 SCFD1 SCN2B SCNN1B SCYL3 SEC23IP SELENOF SEMA3D SEMA4F SENP5 SERBP1 SERTAD2 SET SETD1A SF1 SF3B1 SF3B4 SFI1 SFPQ SFT2D2 SGPL1 SH2D1A SHH SHMT2 SIKE1 SIM2 SIRPB1 SIT1 SIX6 SKAP1-AS2 SLBP SLC12A4 SLC14A2 SLC15A1 SLC16A5 SLC16A6 SLC19A1 SLC1A4 SLC24A1 SLC25A14 SLC25A16 SLC25A46 SLC2A1 SLC6A6 SLC7A1 SLC7A11 SLC7A6 SMAD2 SMARCA5 SMARCB1 SMARCD1 SMARCD2 SMC1A SMC2 SMC3 SMC4 SMC5 SMCHD1 SMG7 SMN1 SMNDC1 SNAP23 SNORA11F SNRNP27 SNRPA SNRPA1 SNRPB SNRPB2 SNRPE SNRPF SNW1 SNX15 SNX2 SNX4 SP100 SP110 SP140 SP2 SP3 SPAG11B SPAST SPI1 SPTLC2 SREK1IP1 SRP72 SRRM1 SRSF1 SRSF10 SRSF11 SRSF2 SRSF3 SRSF6 SRSF8 SRSF9 SSB SSBP1 SSBP2 ST20 ST3GAL2 STAG2 STAT1 STAT5A STK10 STK17B STK38 STK4 STMN1 STRN STX10 STX16 STX2 STXBP3 SUMO1 SUPV3L1 SUZ12 SYK SYNCRIP TAB1 TACR3 TAF1 TAF11 TAF2 TAF4B TAF5 TAF5L TANK TAOK3 TAP1 TARBP1 TBC1D5 TBCA TBCC TBP TBX5 TBX6 TCEA1 TCERG1 TCF20 TCF3 TCL1A TCOF1 TDG TEC TECPR2 TELO2 TFAM TFAP4 TFCP2 TFDP1 TFDP2 TFEC TFF2 TGDS TGFB1 TGFBR1 TGIF2 TGM5 TGOLN2 THAP12 THAP9-AS1 THOC2 THRA TIAL1 TIAM1 TIMELESS TKT TLL1 TLR6 TM9SF4 TMEM123 TMEM131L TMEM243 TMEM262 TMPO TMSB4Y TMX1 TNF TNFAIP8 TNFRSF10D TNFRSF17 TNK1 TNKS TOE1 TOMM40 TOP1 TOP2A TOP2B TOPBP1 TP53 TP53I11 TPP2 TRA2A TRA2B TRAF3IP3 TRAV9-2 TREX2 TRIM22 TRIM31 TRIM32 TSFM TSNAX TSPY2 TTBK2 TTC39A TTF2 TTTY1 TTTY2 TULP3 TXK TXNL4A U2AF1 UBA2 UBA3 UBAP2L UBE2C UBE2D3 UBE2E1 UBE2G1 UBE2J1 UBE2S UBFD1 UBN1 UBR2 UBXN7 UCP2 UGT2A1 UNG UPF2 UPK1A URB1 URB2 USP1 USP10 USP19 USP34 USP4 UTP18 UTP3 UVRAG VAMP1 VAV1 VHL VPS4B VRK1 WAS WASHC5 WDR43 WIZ WNT11 WTAP XPC XPNPEP1 XPO1 XRCC2 YAF2 YBX1 YIPF4 YME1L1 YTHDC1 YWHAB YY1 ZBTB24 ZBTB33 ZBTB6 ZC3H4 ZC3HAV1 ZCCHC14 ZFYVE26 ZHX2 ZKSCAN4 ZNF101 ZNF117 ZNF131 ZNF134 ZNF141 ZNF157 ZNF160 ZNF169 ZNF22 ZNF24 ZNF253 ZNF266 ZNF267 ZNF273 ZNF318 ZNF330 ZNF337 ZNF33B ZNF345 ZNF354A ZNF37A ZNF43 ZNF510 ZNF516 ZNF780A ZNF8 ZNF804A ZNF862 ZNHIT3 ZWINT ZZZ3 PUJANA_BRCA1_PCC_NETWORK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PUJANA_BRCA1_PCC_NETWORK AATF ABCB7 ABCC1 ABCE1 ABCF2 ABCG2 ABI1 ABO ABRAXAS2 ACADM ACAT2 ACKR2 ACLY ACOT13 ACTL6A ACTR2 ACTR3 ACVR2B ACYP1 ADA ADAM10 ADAM17 ADAM19 ADAM20 ADAM22 ADK ADNP ADNP2 ADSL ADSS2 AFF2 AFG3L2 AGPS AHCY AHSA1 AIFM1 AIM2 AIMP1 AIMP2 AK2 ALDH5A1 ALG8 ALKBH1 ALOX12 ALX3 ANAPC10 ANAPC5 ANKLE2 ANKRD26 ANP32A ANP32B ANP32E ANXA13 AOC2 AP1G1 AP1G2 AP3B1 AP3S1 APEX1 API5 APOBEC1 ARC ARCN1 ARFGEF2 ARHGAP11A ARHGAP19 ARHGDIB ARHGEF1 ARIH2 ARNT ARPC2 ARPC3 ARPC4 ASF1A ASH2L ASNS ASTN2 ATAD2B ATF2 ATF4 ATG12 ATIC ATM ATP11B ATP13A3 ATP1B3 ATP5F1A ATP5MF ATP5MJ ATP5PB ATP5PF ATP5PO ATP6V0A2 ATP6V1H ATR ATXN10 ATXN2L ATXN3 AURKA AURKB AURKC AZIN1 B3GALT5 B3GNTL1 B4GALNT1 BAG1 BARD1 BAX BAZ1A BAZ1B BCAS2 BCAT1 BCL2L11 BCL7A BCL7B BET1 BFSP1 BFSP2 BLK BLM BLMH BLNK BMP7 BMS1 BNIP1 BNIP2 BOLA2 BOP1 BORCS8-MEF2B BPI BRAF BRAP BRCA1 BRCA2 BTAF1 BTF3 BTF3P11 BTK BUB1 BUB1B BUB3 BUD31 BYSL BZW1 C1D C1QBP C6orf62 CA7 CACNA1E CAD CADM3-AS1 CALR CAPRIN1 CAPZA1 CARM1 CASP2 CASP3 CASP7 CAST CBFA2T3 CBFB CBX3 CBX5 CCL23 CCL3 CCNA2 CCNB1 CCNB2 CCNC CCND3 CCNE1 CCNE2 CCNF CCNG1 CCNH CCNT2 CCT2 CCT3 CCT4 CCT5 CCT6A CCT7 CCT8 CD180 CD19 CD1A CD1C CD22 CD27 CD2AP CD37 CD38 CD40 CD47 CD79A CD79B CD96 CDC123 CDC14A CDC16 CDC20 CDC23 CDC25A CDC25C CDC27 CDC45 CDC6 CDC7 CDH8 CDK1 CDK11B CDK13 CDK2 CDK4 CDK5R2 CDK7 CDKN2C CDKN3 CDT1 CDV3 CDX2 CEBPG CEBPZ CENPA CENPC CENPE CENPF CENPI CENPS CEP135 CEP162 CEP43 CEP57 CEP68 CETN3 CHAF1A CHAF1B CHD4 CHEK1 CHEK2 CHERP CHRND CHST7 CHUK CIAPIN1 CIITA CKAP5 CKS1B CKS2 CLASRP CLINT1 CLNS1A CLP1 CLPX CNBP CNIH1 CNOT1 CNOT3 CNOT8 CNOT9 CNTRL COA1 COASY COL10A1 COL19A1 COL21A1 COMP COPB1 COPS3 COPS5 CORO1A COX11 COX17 COX5A COX6C COX7A2L COX7B CPSF4 CPT1A CRCP CREBZF CREG1 CRHR1 CRLF3 CSE1L CSF3 CSNK1G2 CSNK2A1 CSNK2A2 CSTF3 CTAG2 CTCF CTPS1 CTR9 CUL1 CUL2 CUL4A CUL9 CXCR4 CYB5B CYCS CYP1A1 CYP2C18 CYP51A1 DAP3 DARS1 DAXX DBF4 DBI DCAF7 DCK DCP2 DDB2 DDX10 DDX11 DDX18 DDX19A DDX19B DDX21 DDX27 DDX39A DDX39B DDX46 DDX49 DDX52 DEK DESI2 DGKE DGUOK DHFR DHX15 DHX16 DHX9 DIAPH1 DIDO1 DIMT1 DKC1 DLAT DLD DLEU1 DLEU2 DLGAP5 DLST DMAC2L DNA2 DNAJC2 DNAJC24 DNAJC7 DNAJC9 DNASE1L1 DNMT1 DNTTIP2 DOCK2 DOLPP1 DPH2 DPM1 DR1 DTYMK DUSP11 DUT E2F1 E2F3 E2F4 E2F5 EBNA1BP2 ECD ECE2 EDEM1 EDRF1 EED EEF1A1 EEF1B2 EEF1E1 EEF1G EEF2 EFCAB11 EFNA3 EFNB1 EIF1AX EIF1AY EIF2B5 EIF2S1 EIF2S2 EIF2S3 EIF3B EIF3D EIF3E EIF3F EIF3H EIF3I EIF3K EIF3M EIF4A1 EIF4A3 EIF4B EIF4E2 EIF4H EIF5 EIF5AL1 EIF5B ELAC2 ELAVL1 ELF1 ELOC ELOVL5 ENO1 ENOX2 ENSA ENSG00000289047 EP400 EPB41 EPHA5 EPM2A EPRS1 ERAL1 ERC2-IT1 ERCC3 ERCC6 ERH ERI2 ERP29 ESPL1 ESR2 ETF1 ETFA EWSR1 EXO1 EXOG EXOSC10 EXOSC7 EXOSC8 EYA4 EZH2 FABP5 FADS1 FAM120A FAM216A FAM76A FANCC FANCI FARSA FAS FBL FBLN1 FBXW4P1 FCHO1 FDFT1 FDPS FEN1 FGF18 FGF6 FGF8 FH FLT1 FNBP4 FOXK2 FOXM1 FRG1 FTSJ1 FUBP1 FUS FUT4 FXN G3BP1 GALNS GALNT1 GALNT2 GAPDH GAPDHS GARS1 GART GCFC2 GCSH GDI2 GEMIN2 GEMIN4 GFI1 GGCT GGH GINS1 GIP GIT2 GJB5 GLE1 GLIPR1 GLMN GLRA3 GMPS GNA13 GNAT1 GNB3 GNL2 GNPAT GOSR1 GP1BA GPD2 GPLD1 GPN1 GPR15 GPR18 GPR3 GPR37L1 GRAMD4 GRB2 GRIK1 GRIP2 GRK6 GRM1 GRP GSPT1 GSR GSS GSTT4 GTF2A1 GTF2A2 GTF2B GTF2E1 GTF2E2 GTF2F2 GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF3A GTF3C2 GTPBP1 GTSE1 GYPE H2AX H2AZ1 H2AZ2 H3C11 H3P37 H4C13 H4C3 HAT1 HAUS3 HCCS HCRT HDAC1 HDAC2 HDAC3 HDDC2 HDGF HEXA HINT1 HIRA HK2 HLA-DOA HLTF HMGA1 HMGB1P8 HMGB2 HMGB3 HMGCR HMGN1 HMGN2 HMGN3 HMGN4 HMGXB4 HMMR HNF1A HNRNPA1 HNRNPA2B1 HNRNPA3 HNRNPAB HNRNPC HNRNPD HNRNPF HNRNPH1 HNRNPK HNRNPL HNRNPM HNRNPR HNRNPU HNRNPUL1 HOXD10 HPRT1 HPS1 HRK HS2ST1 HSF2 HSP90AA1 HSPA4 HSPA8 HSPA9 HSPD1 HSPE1 HSPH1 HTR2A HTR3A HTR7 HTRA2 IARS1 IARS2 ICE1 IDH3B IDI1 IDO1 IFFO1 IFI16 IFNA2 IFNAR1 IFNAR2 IFRD2 IFT20 IFT25 IGBP1 IGF1R IGF2BP3 IGHM IGHV5-51 IGHV5-78 IGLL1 IKBKE IKZF1 IL12RB1 IL2RG IL4 ILF2 ILF3 IMMT IMP4 IMPA1 IMPDH2 INE1 ING3 INHBA INPP5E INSIG1 INTS10 INTS9 INVS IPO5 IPO7 IQCB1 IRAG2 IRAK1 IRF2 IRF4 IRF5 IRF8 ISG20L2 ITFG2 ITGA2B ITGA4 ITGB3BP ITPK1 ITPKC JARID2 JCHAIN JRK KARS1 KATNA1 KATNB1 KCNA1 KCNA6 KCNB1 KCNN3 KCTD20 KHDC4 KHDRBS1 KHDRBS2 KHSRP KIAA0930 KIF11 KIF14 KIF20B KIF21B KIF23 KIF2A KIF2C KIFC1 KLHL18 KLRC4 KMT2C KNTC1 KPNA2 KPNA6 KPNB1 KRAS KRT2 KRT20 KRT31 KRT32 KRT9 KXD1 KYAT1 KYAT3 KYNU LAIR2 LAMC2 LAMTOR5 LARP4 LARP4B LARP7 LARS2 LBR LCP1 LDHA LDHB LIAS LIG1 LIG3 LIN7A LINC00588 LINC01558 LINC02172 LMNB1 LMNB2 LPAR4 LPXN LRRC42 LSM1 LSM14A LSM2 LSM3 LSM4 LSM5 LSM6 LSM7 LTA LTK LY86 LYPLA1 M6PR MACROH2A1 MAD2L1 MAGEA1 MAGEA4 MAGEA9 MAGOH MAK16 MAN1A2 MAP3K4 MAP4K1 MAPK11 MAPK8 MAPKAPK5 MAPRE1 MARS1 MASP2 MAT2A MATR3 MAX MAZ MBD2 MBD4 MBNL1 MC2R MCCC2 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MDM1 MDM2 MDM4 MDN1 ME2 MEA1 MED1 MED20 MED21 MED24 MED6 MELK MEN1 METAP1 METAP2 METTL13 MFAP1 MFAP3 MFN1 MFNG MGAT2 MICB MIEF1 MIF MKI67 MLANA MLLT10 MLN MMP20 MMS19 MNAT1 MOB1A MPHOSPH10 MPHOSPH6 MPHOSPH9 MR1 MRE11 MRPL12 MRPL19 MRPL23 MRPL3 MRPL33 MRPL58 MRPS18B MRPS27 MRPS31 MS4A1 MS4A2 MSH2 MSH5 MSH6 MSL3 MTA1 MTAP MTDH MTERF1 MTF2 MTHFD2 MTIF2 MTNR1B MTOR MTR MTREX MTX2 MVK MYB MYBL2 MYC MYCBP MYL1 MYO1A MYOD1 NAA10 NACA NAE1 NAP1L1 NAP1L4 NASP NAT1 NBN NBR2 NCAPD2 NCAPH NCBP1 NCBP2 NCK1 NCKAP1L NCL NDC80 NDUFB3 NDUFS1 NDUFS6 NDUFV2 NECTIN1 NEK2 NELFA NEMP1 NFATC2IP NFATC3 NFX1 NFYB NGDN NHP2 NKRF NME1 NME2 NMT1 NNT NOC2L NOLC1 NONO NOP14 NOP16 NOP2 NOP56 NOS2 NOX1 NPAS1 NPHP1 NPIPB15 NPM1 NPM3 NR1I2 NR2C1 NRAS NRL NSA2 NSD2 NSL1 NSMAF NSUN5P1 NUDT1 NUDT21 NUFIP1 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP42 NUP50 NUP62 NUP88 NUP93 NUS1P3 NUTF2 NXPH2 NXT2 OARD1 OAS2 ODC1 OGG1 OIP5 OPRL1 OR2F1 OR7E12P ORAI2 ORC1 ORC2 ORC3 ORC5 OSBPL3 OXA1L OXSR1 P2RX3 P2RY10 P2RY11 P4HA1 PA2G4 PABPC1 PABPC4 PABPN1 PAFAH1B2 PAFAH1B3 PAICS PAK2 PARG PARN PARP1 PARP2 PARP3 PART1 PAX2 PAX3 PAX4 PAX5 PAXIP1 PCBP1 PCCB PCDHA12 PCDHB17P PCGF1 PCLAF PCMT1 PCNA PCYT1A PDAP1 PDCD10 PDCD2 PDE12 PDE1C PDE6A PDHA1 PDHB PDK1 PDS5A PDS5B PELP1 PES1 PEX5 PFAS PFDN4 PFDN6 PFKFB2 PFKFB3 PGAP2 PGK1 PHB2 PHF20 PHOX2B PHTF2 PIAS2 PIBF1 PIGB PIGC PIGF PIK3CB PIK3CD PIK3CG PIM2 PITPNB PKMYT1 PKN1 PLAGL2 PLCB4 PLCG1 PLCG2 PLEK PLIN3 PLK1 PLK4 PLXDC1 PMAIP1 PMM2 PMPCA PMPCB PMS1 PMS2P2 PMS2P3 PMS2P4 PNMT PNN PNO1 POLA1 POLA2 POLB POLD2 POLD3 POLE POLE2 POLE3 POLG POLR1C POLR2B POLR2D POLR2G POLR2H POLR2J POLR3C POLR3D POLR3F POLR3G POM121 POP4 POP5 POT1 POU2AF1 POU4F1 POU5F1 POU6F1 PPEF2 PPIA PPIG PPIH PPIL2 PPIL6 PPM1A PPM1D PPM1G PPP1CC PPP1R2 PPP1R8 PPP2R1B PPP2R5C PPP2R5E PPP3CC PPP6C PPP6R1 PRDX1 PRDX3 PRIM1 PRKDC PRKRA PRMT1 PRMT3 PROP1 PRPF19 PRPF31 PRPF4 PRPF40A PRPF4B PRPS1 PRPS2 PRPSAP2 PRRC2C PSIP1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMB1 PSMB2 PSMB4 PSMB7 PSMB8 PSMC2 PSMC3IP PSMC4 PSMC6 PSMD10 PSMD14 PSMD3 PSMD7 PSMD9 PSME2 PSME4 PSMG1 PTBP1 PTBP3 PTDSS1 PTEN PTGES3 PTMA PTOV1-AS2 PTP4A2 PTPN1 PTPN2 PTPN22 PTPN7 PTTG1 PTTG2 PUDP PUM3 PVR PVT1 PWP1 PWP2 PYCR1 R3HCC1L R3HDM1 RAB28 RAB30 RAB3GAP2 RABEP1 RABGAP1L RABGGTB RAC2 RAD1 RAD17 RAD21 RAD51 RAD51AP1 RAD51C RAD54L RAE1 RALGAPB RALY RAN RANBP1 RANBP9 RAP1B RARS1 RASA3 RASSF1 RASSF8 RB1 RB1CC1 RBBP4 RBBP5 RBBP6 RBBP7 RBBP8 RBCK1 RBL1 RBM3 RBM34 RBM42 RBMX RCC1 RCN2 RCOR1 RECK RECQL RECQL4 REL RELB RFC2 RFC3 RFC4 RFC5 RFTN1 RFX4 RFX5 RGS10 RGS13 RGS19 RGS6 RHOH RIBC2 RIF1 RIMS1 RMND5A RNASEH1 RNASEH2A RNASEH2B RNF114 RNF126 RNF2 RNF6 RNFT2 RNGTT RNPS1 RPA1 RPA2 RPA3 RPIA RPL10A RPL11 RPL12 RPL13A RPL14 RPL15 RPL17 RPL18A RPL19 RPL21 RPL22 RPL23 RPL23A RPL24 RPL27 RPL27A RPL30 RPL31 RPL35 RPL36A RPL36AL RPL37 RPL4 RPL5 RPL6 RPL7 RPL9P7 RPLP0 RPLP2 RPP40 RPS15A RPS17 RPS19 RPS20 RPS23 RPS24 RPS25 RPS27A RPS3A RPS5 RPS6 RPS6KB1 RPS6KB2 RPS7 RREB1 RRM1 RRM2 RRP1B RRP7A RRP9 RRS1 RSAD2 RSC1A1 RSL1D1 RTCA RUNX1 RUVBL1 RUVBL2 RWDD3 RXYLT1 SAC3D1 SAFB SAP30 SART3 SCFD1 SDHB SEC23IP SEC61B SEC61G SEL1L3 SELENOF SEM1 SEMA3D SENP3 SEPTIN6 SERBP1 SET SF1 SF3A3 SF3B1 SF3B4 SFI1 SFPQ SFT2D2 SH2B2 SH2D1A SHH SHMT2 SIGLEC7 SIKE1 SIM1 SIM2 SIT1 SLBP SLC10A2 SLC14A2 SLC15A1 SLC16A1 SLC16A5 SLC16A6 SLC19A1 SLC1A4 SLC1A5 SLC20A1 SLC25A46 SLC25A5 SLC6A6 SLC6A7 SLC7A1 SLC7A5 SLC7A6 SMAD2 SMARCA4 SMARCA5 SMARCB1 SMARCC1 SMARCD1 SMARCD2 SMC1A SMC2 SMC3 SMC4 SMC5 SMG7 SMN1 SMNDC1 SMPD4 SNAPC1 SNAPC5 SNORA11F SNRNP200 SNRNP40 SNRPA SNRPA1 SNRPB SNRPB2 SNRPC SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SNW1 SNX15 SNX4 SP100 SP2 SPAG11B SPAG5 SPATA31A7 SPC25 SPIB SPTB SQLE SREK1 SREK1IP1 SRM SRP19 SRP72 SRP9 SRPK1 SRRM1 SRRT SRSF1 SRSF10 SRSF11 SRSF2 SRSF3 SRSF8 SRSF9 SSB SSBP1 SSBP2 SSR1 SSRP1 ST20 ST3GAL2 ST6GALNAC4 STAG2 STARD7 STAT5A STIL STK17B STK24 STMN1 STOML2 STRN STX2 SUB1 SUCLG2 SUMO1 SUMO2 SUPV3L1 SUZ12 SWAP70 SYK SYNCRIP TACR3 TAF11 TAF12 TAF2 TAF4 TAF4B TAF5 TAF5L TAF6 TAF9 TAOK2 TARBP1 TARDBP TARS1 TATDN2 TBC1D1 TBC1D31 TBCA TBCE TBL3 TBP TBPL1 TBX1 TBX5 TBX6 TCEA1 TCERG1 TCF20 TCF3 TCL1A TCOF1 TCP1 TDG TEC TELO2 TEX30 TFAM TFAP4 TFDP1 TFDP2 TFRC TGDS TGFB1 TGIF2 TGM5 THAP12 THAP9-AS1 THOC2 THOP1 TIAL1 TIMELESS TIMM17A TIMM44 TIMM8A TIPRL TK1 TKT TLK2 TM9SF4 TMED5 TMEM106C TMEM123 TMEM131L TMEM183A TMEM243 TMPO TMSB4Y TMX1 TNF TNFAIP8 TNFRSF17 TNK1 TNPO3 TOE1 TOMM34 TOMM40 TOP1 TOP2A TOP2B TOP3B TOPBP1 TOR1A TP53 TP73-AS1 TPP2 TPR TPX2 TRA2A TRA2B TRAF4 TRAP1 TRAPPC2B TRAPPC6A TRAV9-2 TREX2 TRIAP1 TRIM14 TRIM24 TRIM27 TRIM28 TRIM31 TRIP13 TROAP TSFM TSNAX TSR1 TTC39A TTF2 TTI1 TTK TTTY2 TUBA1B TUBGCP3 TXN TXNL1 TXNL4A TYMS U2AF1 U2AF2 UBA2 UBAP2L UBE2C UBE2D2 UBE2D3 UBE2E1 UBE2G1 UBE2I UBE2J1 UBE2K UBE2L3 UBE2M UBE2N UBE2S UBE3C UBFD1 UBR5 UBTF UCHL3 UCK2 UCP2 UFD1 UNG UPF2 UQCRC2 UQCRH URB2 USP1 USP10 USP13 USP19 USP34 UTP18 UTP20 UTP3 UVRAG VAMP1 VAMP7 VARS1 VAV1 VBP1 VDAC1 VDAC2 VENTX VHL VRK1 WAPL WARS1 WAS WASHC5 WDHD1 WDR43 WDR77 WEE1 WFDC8 WNT11 WRN WTAP XCL1 XPC XPNPEP1 XPO1 XPOT XRCC2 XRCC3 XRCC5 XRCC6 YAF2 YARS1 YBX1 YBX1P5 YIPF4 YME1L1 YWHAB YWHAE YY1 ZBED4 ZBTB24 ZBTB33 ZC3H15 ZC3H4 ZC3HAV1 ZCCHC14 ZKSCAN4 ZMPSTE24 ZNF101 ZNF131 ZNF134 ZNF157 ZNF184 ZNF195 ZNF202 ZNF207 ZNF22 ZNF24 ZNF250 ZNF266 ZNF273 ZNF318 ZNF330 ZNF337 ZNF345 ZNF37A ZNF43 ZNF8 ZNF804A ZNHIT3 ZPR1 ZWINT ZZZ3 PUJANA_BRCA2_PCC_NETWORK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PUJANA_BRCA2_PCC_NETWORK AATF ABCB7 ABCC1 ACAT2 ACYP1 ADA ADK AGPS ALDH1A2 ANP32E ARHGAP19 ARHGDIB ARHGEF7 ASF1A ASXL1 ATAD2B ATN1 ATP11B ATR AURKA AURKB BARD1 BAX BCAS2 BLM BLMH BRCA1 BRCA2 BTAF1 BUB1 BUB1B BUB3 CAD CAMK2B CASP2 CASP6 CBX1 CBX3 CCNA2 CCNB1 CCNB2 CCND3 CCNE2 CCNF CCR9 CD1A CD1B CD1C CD1E CD2AP CD3D CD3E CD47 CDC20 CDC23 CDC25B CDC25C CDC27 CDC45 CDC6 CDC7 CDK1 CDKN2C CDKN3 CDT1 CENPA CENPC CENPE CENPF CENPX CEP290 CEP57 CHAF1A CHEK1 CHEK2 CHI3L2 CHRNA5 CKAP5 CKS2 CLGN CLINT1 CNOT3 CNOT9 CNTRL COPS3 COX11 CPSF1 CPSF4 CPSF6 CSNK2A1 CSTF1 CTBP1 CTCF CTPS1 CXCR4 CYB5B DBF4 DCBLD2 DCP2 DDB2 DDX11 DDX23 DDX39A DDX39B DDX46 DEK DESI2 DHFR DHX15 DLEU2 DLGAP5 DNA2 DNAJC5 DNAJC9 DNMT1 DNTT DPY19L2 DTYMK DUT E2F1 EIF3H ELOVL5 ENSG00000291006 EPHB6 ESPL1 EXOSC2 EXOSC8 EXOSC9 EZH2 FADS1 FANCA FANCG FANCI FASTKD2 FAT1 FDFT1 FEN1 FNBP4 FOXK2 FOXM1 FRG1 FUBP1 FZD2 GATA3 GFRA1 GINS1 GLMN GLRA2 GMPS GNA15 GNPAT GRAP2 GTF2H2 GTSE1 H2AX H2AZ2 HCFC1 HDAC3 HDAC4 HIRIP3 HLTF HMGB2 HMGCS1 HMGN1 HMGN4 HMGXB4 HMMR HNRNPUL1 HPRT1 HSF2 IDH3B IL10 IL15 ILF3 INSIG1 ITGA4 ITGB3BP ITM2A KATNA1 KCTD20 KDM1A KIAA0930 KIF11 KIF14 KIF20B KIF22 KIF23 KIF2C KIFC1 KIN KNTC1 LARP7 LAT LBR LCK LCOR LCT LEF1 LIG1 LIG3 LIG4 LINC00869 LMNB1 LSM4 MACROH2A1 MAD2L1 MAP2K6 MAPRE1 MAT2A MAZ MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MDM2 MED20 MELK METAP1 MFHAS1 MKI67 MLH1 MPHOSPH6 MPHOSPH9 MRE11 MRPL9 MSH2 MTF2 MUTYH MYB MYBL1 MYBL2 NAE1 NASP NCAPD2 NCAPH NCK1 NDC80 NELFA NEMP1 NFATC2IP NFATC3 NFYA NFYB NINL NR2C1 NSD2 NUDT21 NUP205 NUP93 OGT ORC2 PAICS PAK2 PAQR3 PAXIP1 PCCB PCLAF PCNA PEX1 PFDN4 PHF20 PIKFYVE PLK4 PMS2P2 PNN POLA1 POLD1 POLD2 POLD3 POLE POLE2 POLR2B POLR2G POMK PPP1CC PPP2R5C PRIM1 PRKCA PRKCQ PRKDC PRPF4 PRPF4B PRPS1 PRR3 PSIP1 PTDSS1 PTPN22 PTTG1 RAD1 RAD21 RAD51AP1 RAD51C RAD54L RAE1 RAG1 RAG2 RALY RB1 RBBP4 RBBP5 RBBP8 RBCK1 RCBTB2 RCE1 RECQL RFC3 RFC4 RFC5 RFXAP RHOH RIF1 RNASEH2A RNASEH2B RNF4 RPA1 RPIA RPP30 RRM1 RRM2 RTCA RUNX1 SAC3D1 SEPHS1 SEPTIN6 SH2D1A SIVA1 SKP2 SLC25A46 SLC7A1 SMARCA4 SMC1A SMC2 SMC3 SMC4 SMC5 SMPD4 SNRNP200 SNRPA SNRPA1 SNRPB SPAG5 SPC25 SRP9 SRPK1 SRSF10 SRSF11 SRSF3 SSBP2 SSRP1 STAG2 STAT5A STAU2 STIL STMN1 SUZ12 SYCP2 TAF11 TAF1C TAF4 TBC1D31 TBCA TBCD TCERG1 TCF3 TCF7 TCP1 TFDP1 TFDP2 THAP9-AS1 TIAL1 TIMELESS TLK2 TMEM106C TMEM131L TMEM186 TMPO TMSB15A TOP1 TOP2A TOPBP1 TOX TPX2 TRAPPC6A TRAT1 TRBC2 TRIM24 TRIM28 TROAP TRRAP TTF1 TTF2 TTI1 TTK TUBGCP3 TYMS UBE2C UBE2I UBE2S UBR5 UNG USP1 VAV1 VPS13A WDHD1 WDR77 WRN XPO1 XRCC3 XRCC5 YTHDC2 ZAP70 ZBTB39 ZNF101 ZNF131 ZNF184 ZNF253 ZNF273 ZNF330 ZNF354A ZNF43 ZNF84 ZNF85 ZNHIT3 ZWINT PUJANA_BRCA_CENTERED_NETWORK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PUJANA_BRCA_CENTERED_NETWORK AATF ABCB7 ASF1A ATM AURKA BLM BRCA1 BRCA2 BUB3 CAD CCNA2 CDC20 CDC7 CDK1 CHAF1A CHEK2 CNOT3 CNOT9 COPS3 CPSF4 CSNK2A1 DCP2 DDX39A DDX39B DDX46 DEK DHFR DNA2 DNMT1 DUT EIF3H ESPL1 EZH2 FANCI GINS1 H2AZ2 HMGB2 HMMR IDH3B KATNA1 KIFC1 LBR LMNB1 MAD2L1 MAT2A MCM2 MCM4 MCM5 MCM6 MED20 METAP1 MRE11 MSH2 MYBL2 NAE1 NASP NCAPD2 NCK1 NDC80 NEMP1 NFYB PAICS PCNA POLA1 POLE POLR2B PPP1CC PPP2R5C PRKDC PRPF4 PRPS1 PSIP1 RAD1 RAD21 RAD51AP1 RAD51C RAD54L RB1 RBBP4 RBBP8 RECQL RFC3 RFC4 RNASEH2B RPA1 RPIA RRM1 SEC31A SKP2 SLC7A1 SMC1A SMC2 SMC3 SMC4 SNRPA SNRPA1 SNRPB SRSF11 SSBP2 STAT5A SUZ12 TAF11 TBCA TCERG1 TCF3 TFDP1 TFDP2 TIMELESS TMPO TOP1 TOP2A TOPBP1 TTF2 UBE2C UNG XPO1 ZNF330 ZNHIT3 PUJANA_BREAST_CANCER_LIT_INT_NETWORK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PUJANA_BREAST_CANCER_LIT_INT_NETWORK ABL1 ACACA AKT1 AR ATF1 ATM ATR AURKA BACH1 BAP1 BARD1 BCCIP BLM BRAP BRCA2 BUB1B CCNA2 CCNB1 CCND1 CCNE1 CDC25A CDC25C CDK1 CDK2 CDK4 CHEK1 CHEK2 CLSPN CREBBP CSNK2A1 CTBP1 DHX9 E2F1 E2F4 ELK1 EMSY EP300 ESR1 FANCA FANCD2 FANCG FHL2 FLNA H2AX HDAC1 HDAC2 HMG20B JAK1 JAK2 JUNB KAT2B KPNA2 LMO4 MAP2K3 MCM3 MDC1 MDM2 MED1 MLH1 MRE11 MSH2 MSH6 MYC NBN NELFB NFKBIA NMI NPM1 NUFIP1 PEX5 PLK1 PLK3 PRKDC RAD50 RAD51 RAD9A RB1 RBBP4 RBBP7 RBBP8 RELA RFC1 RFC2 RFC4 RPA1 RPA2 RPA3 SEM1 SMAD3 SMARCA4 SMC1A SP1 STAT1 STAT5A TERF1 TERF2 TP53 TP53BP1 TUBG1 XRCC6 ZNF350 PUJANA_BREAST_CANCER_WITH_BRCA1_MUTATED_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PUJANA_BREAST_CANCER_WITH_BRCA1_MUTATED_DN BUB3 CD47 DDX39B NEMP1 PAXIP1 SSBP2 TBCA TOP1 ZNF330 PUJANA_BREAST_CANCER_WITH_BRCA1_MUTATED_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PUJANA_BREAST_CANCER_WITH_BRCA1_MUTATED_UP ASF1A AURKB BLM CAD CDC20 CDC7 CDK1 CDKN2C CENPA CEP57 CNOT9 DDX39A DEK DNA2 DNMT1 EXOSC8 EZH2 FOXM1 HMGN4 HMMR ILF3 KATNA1 LBR MCM2 MCM4 MCM5 MCM6 MRE11 MSH2 MTF2 MYBL2 NASP NCAPD2 NCK1 NDC80 PNN RAD51AP1 RAD54L RFC3 RFC4 RPA1 RPIA SH2D1A SKP2 SMC4 SNRPA SRSF10 SRSF11 STMN1 TCERG1 TFDP1 TOPBP1 TTF2 UBE2S USP1 PUJANA_CHEK2_PCC_NETWORK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PUJANA_CHEK2_PCC_NETWORK AATF ABCB7 ABCC10 ABCE1 ACAT2 ACLY ACTL6A ACYP1 ADA ADNP ADNP2 ADSL AFF2 AGL AHSA1 AIMP1 ANAPC10 ANAPC5 ANP32E ANXA13 AP3S1 ARHGAP11A ARHGAP19 ASF1A ATG12 ATIC ATM ATP11B ATP13A3 ATP5MF ATP5MJ ATP5PF ATP5PO ATR ATXN10 AURKA AURKB BARD1 BAZ1A BAZ1B BCAT1 BCL7A BET1 BIK BLM BLMH BOLA2 BOP1 BPY2 BRCA1 BRCA2 BTF3 BTF3P11 BUB1 BUB1B BUB3 BZW1 C1D C1QBP CAD CAPZA1 CASP2 CBFB CBX3 CCNA2 CCNB1 CCNB2 CCNC CCNE2 CCNF CCT2 CCT3 CCT4 CCT5 CCT8 CD19 CD1B CD1C CD1E CD2AP CD47 CD79B CDC123 CDC20 CDC23 CDC45 CDC6 CDC7 CDK1 CDK4 CDKN2C CDT1 CDV3 CEBPG CEBPZ CENPA CENPC CENPE CENPF CENPI CEP57 CHAF1A CHEK1 CHEK2 CHERP CHRNA5 CHUK CKS1B CKS2 CLP1 CLPX CNBP CNIH1 CNOT1 CNOT3 CNOT9 CNTRL COPS3 COX11 COX6C COX7B CPSF4 CPSF6 CPT1A CSE1L CSNK2A1 CTAG2 CTBP1 CTCF CTPS1 CTR9 CUL4A CYCS DARS1 DBF4 DBI DCAF7 DCK DCP2 DDX10 DDX18 DDX21 DDX39A DDX39B DDX46 DDX52 DEK DESI2 DGUOK DHFR DHX15 DHX9 DIMT1 DKC1 DLAT DLD DLEU1 DLGAP5 DLST DMAC2L DNA2 DNAJC2 DNAJC24 DNAJC9 DNMT1 DNTTIP2 DPH2 DPM1 DTYMK DUSP11 DUSP7 DUT E2F5 EED EEF1B2 EEF1E1 EIF2S1 EIF2S2 EIF3H EIF3M EIF4A3 EIF4E EIF4H EIF5AL1 EIF5B ELAC2 ELOC EPB41 ERCC3 ERH ESPL1 ETFA EWSR1 EXO1 EXOG EXOSC8 EZH2 FABP5 FADS1 FAM216A FAM76A FANCI FBL FBLN1 FDFT1 FDPS FEN1 FGF8 FOXM1 FRG1 FTSJ1 FUBP1 G3BP1 GALNT1 GCFC2 GCH1 GCSH GEMIN2 GINS1 GIP GLMN GMPS GNA13 GNB3 GNL2 GNPAT GOLIM4 GPN1 GPR18 GSPT1 GSR GTF2A2 GTF2B GTF2E1 GTF2E2 GTF2H4 GTF3A GTPBP1 GTSE1 H2AZ1 H2AZ2 H3C11 H4C3 HAT1 HAUS3 HDAC1 HDAC2 HDGF HIRA HK2 HMGB1P8 HMGB2 HMGB3 HMGCR HMGN1 HMGN2 HMGN3 HMGN4 HMMR HNRNPA2B1 HNRNPA3 HNRNPAB HNRNPC HNRNPF HNRNPH1 HNRNPL HNRNPM HNRNPR HPRT1 HS2ST1 HSP90AA1 HSPA4 HSPA8 HSPA9 HSPD1 HSPE1 HSPH1 IARS1 IARS2 IDH3B IDI1 IDO1 IFT20 IFT25 IL17A IL4 ILF2 ILF3 IMMT INSIG1 IPO5 IRAK1 IRF4 ISG20L2 ITGB3BP KARS1 KATNA1 KDM4A KHDRBS1 KHDRBS2 KHSRP KIF11 KIF14 KIF20B KIF2C KIFC1 KLHL23 KNTC1 KPNA2 KRAS KRT20 KRT76 KYAT3 LAMC2 LARP4 LARP4B LARP7 LBR LCK LCT LDHA LDHB LIG1 LMNB1 LMNB2 LPXN LSM1 LSM3 LSM4 LSM5 LSM6 LSM7 LYPLA1 MAD2L1 MAGOH MAK16 MAPKAPK5 MAT2A MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MED20 MED21 MED24 MED6 MELK METAP1 METAP2 MFAP1 MIEF1 MIF MKI67 MNAT1 MOB1A MPHOSPH10 MPHOSPH6 MPHOSPH9 MRE11 MRPL19 MRPL3 MRPL58 MSH2 MSH5 MSH6 MTA1 MTAP MTCP1 MTDH MTERF1 MTF2 MTHFD2 MTX2 MYBL2 MYBPH MYC MYO1A NAA10 NACA NAE1 NAP1L1 NAP1L4 NASP NAT1 NBN NBR2 NCAPD2 NCBP1 NCBP2 NCK1 NCL NDC80 NDUFB3 NDUFV2 NECTIN1 NEMP1 NF1 NFATC2IP NFYB NGDN NHP2 NME1 NMT1 NOLC1 NONO NOP14 NOP16 NOP2 NOP56 NOX1 NPM1 NPM3 NR1I2 NRL NSA2 NSD2 NSL1 NUDT1 NUFIP1 NUP153 NUP160 NUP205 NUP210 NUP62 NUP88 NUTF2 ODC1 OGG1 OIP5 ORC5 OXA1L OXSR1 PA2G4 PABPC1 PAFAH1B3 PAICS PARG PARP1 PARP2 PART1 PAX2 PAXIP1 PCGF1 PCLAF PCMT1 PCNA PDCD10 PDS5A PELP1 PFAS PFDN4 PFDN6 PGAP2 PGK1 PIAS2 PIK3CG PLAGL2 PLCG2 PLK1 PLK4 PMPCA PNN PNO1 POLA1 POLE POLE2 POLE3 POLG POLR2B POLR2G POLR2H POLR2J POLR3C POLR3G POM121 POP4 POP5 POT1 POU2AF1 PPIA PPID PPIG PPP1CC PPP1R8 PPP2R1B PPP2R5C PPP2R5E PRDX1 PRDX3 PRKDC PRKRA PRMT1 PRMT3 PRPF19 PRPF4 PRPS1 PRPSAP2 PRR3 PRRC2C PSIP1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMB4 PSMC2 PSMC3IP PSMC6 PSMD3 PSMD9 PSME2 PTMA PTPN2 PTTG1 PTTG2 PUM3 PWP1 RAD1 RAD21 RAD51AP1 RAD51C RAD54L RAD9A RAN RANBP1 RB1 RB1CC1 RBBP4 RBBP6 RBBP8 RBCK1 RBM14 RBM34 RBMX RCC1 RCN2 RECK RECQL RECQL4 RFC3 RFC4 RFC5 RFX5 RGS13 RHOH RIF1 RIMS1 RMND5A RNASEH1 RNASEH2A RNASEH2B RNF126 RNF2 RNFT2 RPA1 RPA3 RPIA RPL23 RPL27 RPL4 RPL6 RPS27A RPS6 RPS7 RRM1 RRM2 RRP1B RRP7A RRS1 RUVBL1 SAR1A SART3 SEC61G SELENOF SEM1 SEPHS1 SET SFPQ SH2D1A SHMT2 SIKE1 SLBP SLC16A1 SLC1A4 SLC25A5 SLC7A1 SLC7A5 SLC7A6 SMARCA4 SMARCA5 SMARCB1 SMARCC1 SMARCD1 SMC1A SMC2 SMC3 SMC4 SMG7 SMN1 SMNDC1 SMPD4 SNRNP200 SNRNP40 SNRPA SNRPA1 SNRPB SNRPB2 SNRPC SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SNX4 SP100 SPAG5 SPC25 SQLE SREK1IP1 SRP19 SRP72 SRP9 SRSF1 SRSF10 SRSF11 SRSF2 SRSF3 SRSF9 SSB SSBP1 SSBP2 SSRP1 STARD7 STAT5A STIL STK24 STMN1 SUMO1 SUZ12 SYK SYNCRIP TACR3 TAF11 TAF2 TAF4 TAF5 TAF5L TAF9 TARDBP TATDN2 TBC1D31 TBCA TBP TCEA1 TCERG1 TCF20 TCF3 TCL1A TCP1 TDG TFAM TFAP4 TFDP1 TFDP2 TFRC TGDS THAP12 THAP9-AS1 THOP1 TIMELESS TIMM17A TIMM8A TM9SF4 TMEM106C TMEM123 TMEM131L TMEM243 TMPO TMX1 TNFRSF17 TOE1 TOMM40 TOP1 TOP2A TOPBP1 TP53TG1 TPP2 TPX2 TRA2B TRIAP1 TRIM24 TRIM31 TRIP13 TROAP TSR1 TTC39A TTF1 TTF2 TTI1 TTK TUBA1B TUBGCP3 TXNL4A TYMS U2AF1 UBA2 UBAP2L UBE2C UBE2D3 UBE2E1 UBE2G1 UBE2I UBE2N UBE2S UBL4A UCHL3 UCK2 UNG URB2 USP1 USP13 UTP18 UTP20 UTP3 VBP1 VRK1 WASHC5 WDHD1 WDR43 WDR77 WEE1 WNT11 WRN WTAP XPNPEP1 XPO1 XRCC5 XRCC6 YAF2 YBX1 YBX1P5 YWHAB YWHAE YY1 ZBTB24 ZBTB33 ZC3H15 ZNF131 ZNF195 ZNF22 ZNF250 ZNF330 ZNF337 ZNF35 ZNF43 ZNHIT3 ZWINT PUJANA_XPRSS_INT_NETWORK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PUJANA_XPRSS_INT_NETWORK AATF ABCB7 ACYP1 ANP32E ASF1A ATM ATP11B AURKA AURKB BLM BLMH BRCA1 BRCA2 BUB3 CAD CASP2 CBX3 CCNA2 CCNF CD1C CD47 CDC20 CDC7 CDK1 CDKN2C CENPA CENPC CEP57 CHAF1A CHEK2 CNOT3 CNOT9 CNTRL COPS3 CPSF4 CSNK2A1 CTCF DCP2 DDX39A DDX39B DDX46 DEK DHFR DNA2 DNAJC9 DNMT1 DUT EIF3H ESPL1 EXOSC8 EZH2 FANCI FOXM1 FRG1 FUBP1 GINS1 GTSE1 H2AZ2 HMGB2 HMGN1 HMGN4 HMMR IDH3B ILF3 KATNA1 KIF20B KIFC1 KNTC1 LARP7 LBR LMNB1 MAD2L1 MAT2A MCM2 MCM4 MCM5 MCM6 METAP1 MKI67 MPHOSPH9 MRE11 MSH2 MTF2 MYBL2 NAE1 NASP NCAPD2 NCK1 NDC80 NEMP1 NFATC2IP NFYB NSD2 PAICS PAXIP1 PCLAF PCNA PLK4 PMS2P3 PNN POLA1 POLE POLR2B PPP1CC PPP2R5C PRKDC PRPF4 PRPS1 PSIP1 RAD21 RAD51AP1 RAD51C RAD54L RB1 RBBP4 RBBP8 RECQL RFC3 RFC4 RHOH RIF1 RNASEH2B RPA1 RPIA RRM1 SEC31A SH2D1A SKP2 SLC7A1 SMC1A SMC2 SMC3 SMC4 SNRPA SNRPA1 SNRPB SPC25 SRSF10 SRSF11 SRSF3 SSBP2 STAT5A STMN1 SUZ12 TAF11 TBCA TCERG1 TCF3 TFDP1 TFDP2 TIMELESS TMEM131L TMPO TOP1 TOP2A TOPBP1 TTF2 UBE2C UBE2S UNG USP1 USP49 XPO1 ZNF131 ZNF330 ZNF43 ZNHIT3 ZWINT PURBEY_TARGETS_OF_CTBP1_AND_SATB1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PURBEY_TARGETS_OF_CTBP1_AND_SATB1_DN ACOT8 ACOXL AIFM2 AIMP2 AKAP11 ALDH18A1 ALDH1B1 ALX1 AMZ2 ARHGAP1 ARID3A ATCAY ATP6V0A1 ATP6V1B2 ATXN7L1 B3GNT3 BRF1 C5orf22 CA10 CACNA1C CBX6 CCDC22 CCDC62 CCDC88A CCNF CCNT1 CDC42EP3 CDC42EP4 CDK2AP2 CDKN2A CENPN CLEC1B CMPK2 CNKSR2 CNTN4 CNTNAP3B COPS2 CPNE1 DDX28 DIO2 EDC3 EIF3J ENSA ENSG00000261697 EXOC7 FAM120AOS FARSA FGF12 FN3KRP GABRB3 GATC GBAP1 GCDH GCSAM GET3 GLI4 GLS GP9 GPR4 GRM7 GUCY1B2 HACD1 HAX1 HIF3A HNRNPL HOXA1 HPN HSPB1 HYAL2 HYAL3 ICOSLG IL2RG ITLN1 JUND KHSRP KLRC1 LRCH3 LSM3 MAP2K2 MAPK7 MDM2 MED16 MGLL MLLT10 MPO MPZL1 MRPL1 MSTO1 MYO5A NDUFC1 NOL8 NTSR2 NUPR1 P3H2 PAF1 PANX3 PARD6A PDCD2 PDCD6 PDXK PDZD11 PHF5A PILRB PLCG1 PLCL1 PMVK PNPO POLH POMGNT1 PON3 PPIF PPY PRAMEF1 PRCC PTGIS PWWP2B RAP1A RAVER1 RECQL5 RELA RHOJ ROBO1 RSU1 RTKN SCAMP1 SCAMP4 SCNN1B SEC24D SERAC1 SERINC3 SF3A1 SIX5 SLC30A6 SLC4A7 SMAD7 SNRNP40 SORD SPINK1 SPNS1 SRPRB SUPT4H1 SWT1 TIAL1 TIMM23 TMEM222 TMEM38B TMPRSS4 TNFSF11 TOB2 TREH TRIM14 TSPAN8 UBASH3A UBXN8 UHRF1 VWA1 WAC WDR46 ZMPSTE24 ZNF282 ZSWIM3 PURBEY_TARGETS_OF_CTBP1_AND_SATB1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PURBEY_TARGETS_OF_CTBP1_AND_SATB1_UP ABHD6 ACRP1 ACTB AFDN-DT ALDH1A3 ARID4A ATN1 BHLHE40 BRI3P1 C11orf80 CBLN1 CCNI CDH19 CDX2 CEP290 CGREF1 CHAF1A CHEK2 COA1 COG8 COL5A1 COL7A1 CPNE1 CRX CTSV CYP4F2 DCT DCTN2 DDX17 DGUOK EEF2 EIF2AK3 FOXC1 GPR135 HBS1L IDH2 ITGA2B JUND KATNA1 KCNMA1 KIZ LCK LDHA NEAT1 NHERF2 PAIP2 PCBP1 PDHA1 PFKFB4 PIM1 PKMYT1 PNISR PPP1CA PSMA1 PSMD11 RAD51D RETREG2 RMDN1 RPL34 RPL7A RPS10 RPS6 RPSA SLC2A3 SLC44A4 SMIM11 SQLE TBCA TBXA2R TMEM184B TMEM45A TUBA1A UCHL1 WDR59 WSB1 YWHAE ZNF330 PURBEY_TARGETS_OF_CTBP1_NOT_SATB1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PURBEY_TARGETS_OF_CTBP1_NOT_SATB1_DN ABCB8 ABCG2 ABHD4 ACAT2 ACKR4 ACOT13 ACP5 ACSL5 ADAMTS1 ADGRV1 ADRA2A ADTRP AGR2 AICDA AKAP1 AKIRIN2 AKNA ALOX5 ANKRD13C AP3B2 AP3S1 APBB1IP APLN AREL1 ARHGAP25 ARHGEF12 ARHGEF34P ARID1A ARL8B ASXL2 ATE1 ATP5F1B ATXN7 BAK1 BBC3 BEST2 BET1L BID BIK BLOC1S2 BNIP3L BTN3A3 C14orf119 C18orf32 CABLES1 CAD CALM3 CAPG CCDC186 CD226 CD55 CD69 CDCA7 CDKN2AIPNL CDKN2D CEACAM5 CHPT1 CHRM5 CHST7 CIAPIN1 CIB1 CKMT1A CLIP3 CLK3 CNTN3 COLEC12 COQ3 CPA5 CPVL CRIP2 CRIPT CRYBA1 CTDSPL CTTN CUEDC2 CXCR5 CYB5B CYP3A4 CYP7B1 DCTN4 DDIT4 DDX19B DDX20 DDX4 DDX43 DENND11 DERA DIP2A DISP1 DKK3 DLK1 DNAH9 DNAI1 DOC2B DOCK4 DOP1A DSCC1 DSTN DYNC2I1 DYRK1A DZIP1 ECEL1 EIF5B ENPP2 ENSG00000286190 EPYC ETS2 ETV5 EXOC2 F8A1 FBXO31 FBXO9 FBXW10 FDXR FETUB FGA FGF5 FHIT FKBP1B FUT1 FUT6 FYN GABRA2 GBP3 GDE1 GDF10 GDF11 GGCX GHITM GHR GNG5 GOLGA2 GOLGA4-AS1 GPATCH2L GPR143 GPR161 GRB14 GRM2 GTF2E1 GTF2H2C GTSE1 GUSB HAPLN1 HAPLN4 HBS1L HDHD5 HERC2 HNF1B HNRNPA1P16 HOXC6 HRG HS3ST3B1 HS6ST1 HSD17B8 HSF2 HSP90B1 IER2 IFITM2 IFITM3 IFT88 IGHG1 IL18RAP IMPACT INTS9 IRX5 ITGAE ITM2A ITM2B JAK3 JHY KBTBD6 KCNC4 KCNK1 KIF14 KISS1 KLC2 KLF12 KLF2 KLHL2 KLHL20 KPNA1 KPNA2 KRT32 KRT4 KRT71 LCK LEMD3 LHX1 LINC00588 LINC00852 LMO1 LONP2 LPCAT1 MAGEA10 MAGEA4 MAGEA6 MAGEB3 MALSU1 MAP3K7 MAPK1 MAPRE3 MARCHF1 MARK3 MB MDM4 MEN1 MICU1 MIR100HG MLPH MMP1 MMP17 MPG MRPL41 MRPS16 MT3 MYL6B MYO15B NAA25 NAALAD2 NAP1L4P1 NCAPH NDC80 NDRG4 NEB NEK9 NENF NES NGEF NID2 NME5 NPC1 NR3C2 NRXN3 NUDT14 NUF2 OCA2 OGFOD2 OGT PABPC5 PAK2 PARP11 PAX9 PBX3 PCDH20 PCDH8 PDE1A PDE8A PDE8B PDPN PHIP PHOX2B PI3 PIGHP1 PIK3CB PIK3CD PLCXD1 PLEC PLK2 PLS1 PMAIP1 PMM1 POLR2E POLR3E POM121L10P PPFIBP2 PPP1CC PPP1R13L PPP1R1B PPP1R2C PPP1R3A PPP2R1A PPP3CA PRDX1 PRL PROS1 PRPF18 PRPF31 PRPF4 PRR16 PRR4 PRRX1 PSORS1C2 PTP4A3 PTPN21 PTPN22 PTPRF PYROXD1 PZP RAB5IF RAI2 RAPGEF2 RASD1 RBM6 RCE1 RCHY1 RDH10 RHOXF2B RMI1 RNASE2 RNF139 RNF14 ROBO4 RORA RPL11 RRM2 RYR1 S100A10 SAGE1 SAT1 SAYSD1 SCN9A SDCBP2 SEC23IP SEPHS1 SERPINH1 SESN3 SH3BP5 SHB SIVA1 SLAMF8 SLC10A2 SLC25A36 SLC39A7 SLC5A1 SLCO3A1 SLIT1 SMARCD1 SMIM2 SNAPC5 SNPH SNX5 SNX9 SOAT1 SOX2 SP110 SP4 SPANXA2 SPOP SRP19 ST13 STMN1 SUPT20H SYT12 TAC3 TACO1 TARBP2 TBCB TBX1 TCAF1 TCF3 TECPR2 TESK2 TG THRB TIMM17B TLE3 TMC5 TMEFF1 TMEFF2 TMEM106C TMEM165 TMEM25 TMEM8B TMLHE TNFRSF25 TNFSF13B TNFSF8 TNMD TOB2 TRH TRIM55 TSC22D1 TSPO TUBA3C TUBA3D TULP2 TXNDC17 UBE2D4 UBE4B UBL5 VAMP2 VBP1 VDR VPREB3 VPS33B VRK2 VSTM2L WARS2 WBP11 WBP4 WDR4 WDR76 WSB1 WWTR1 ZCCHC17 ZCCHC2 ZFAND2B ZFY ZNF236 ZNF26 ZNF436-AS1 ZNF814 ZPBP PURBEY_TARGETS_OF_CTBP1_NOT_SATB1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PURBEY_TARGETS_OF_CTBP1_NOT_SATB1_UP AAR2 ABCA1 ABL1 ACD ACLY ACOT1 ACP6 ACTA2 ADD1 AIM2 AKAP3 ALDH1B1 ALG13 AOC3 AOPEP AQP2 ARF1 ARF6 ARFGAP1 ARFRP1 ARGLU1 ASB6 ATP10A ATP11A ATP12A ATP2C1 B3GAT1 B4GALT4 BAHCC1 BAX BBS4 BCL6 BIN1 BORCS6 BPI C19orf47 CADM3 CAMK1 CAMP CAND1 CAPZB CCDC34 CCDC85B CCL16 CD84 CDKL2 CDKN2B CENATAC CENPC CEP97 CFH CHCHD6 CIRBP CLPS CMTM7 CNBD2 COL2A1 COMMD10 COPS2 COX7A1 CST3 CTH CTNNA1 CUL4B CXCL1 CXCL16 CXCL6 CYP4F8 CYP51A1 DAAM1 DCBLD2 DDX5 DLGAP5 DMRT1 DNAL4 DSC2 DUT E2F5 EBNA1BP2 ECSIT ENSA ENTPD2 EVC2 EXOSC7 FAIM FAU FOXA2 FPGS G6PD GALK2 GBE1 GDE1 GDF15 GDF3 GEMIN8 GFI1 GOLGA3 GOLM1 GPAM GPNMB GPR107 H1-9P H2BC1 H2BC5 HAPLN1 HDAC10 HDAC7 HES2 HEXIM1 HIF1AN HK2 HSPB8 IER3 IL18R1 IMMP2L IMMT INPP5D INSL4 INSL6 INSR IREB2 ITGB7 ITPRID2 JAGN1 JAM3 JPH2 KCNJ15 KHK KLK8 KLRC2 KMO KPNA1 KPNA2 KPNB1 KRT35 KRT6A LAMC1 LAMC3 LDHC LEMD3 LGALS14 LIPE LITAF LMCD1 LRATD1 LTBP4 LTK LY6G5C MADCAM1 MAGEC1 MAN2C1 MAP3K7CL MARCHF1 MARK3 MARK4 MBOAT7 MEPCE MMP9 MND1 MRPS34 MS4A6A MUC20 NDFIP1 NMI NMU NOX4 NPFF NPTX2 NRSN1 NTS OAZ1 OGFOD1P1 OTOF OTUB1 P3H4 PAH PAPPA PAQR6 PARL PDCD5 PFN1 PFN2 PGGT1B PIK3C3 PIN1P1 PLBD1 PLEKHA2 PLK1 PNO1 POLR2J3 PORCN POU3F4 PPFIA4 PPIF PPM1D PPP2R5A PPP6R1 PQBP1 PRKAG2 PRPF6 PRPH2 PRSS3 PTEN PTGER2 PTGR1 PTP4A1 PTPRB PTRH2 PURA RAB3GAP2 RAD23A RANBP17 RANBP3 RBBP8 RBFOX2 RBM14 RBM26 RBM3 RDH16 RFTN1 RNF114 RNF4 RUBCN SAA1 SAMD10 SARS2 SENP2 SERPINH1 SETDB1 SFRP2 SFTPA1 SIMC1 SLC10A1 SLC25A47 SLC25A51P1 SLC35E1 SLC35F6 SLC4A10 SLIT3 SLITRK5 SMPD3 SMTN SNAP25 SNAPC4 SNX8 SORL1 SOX4 SP110 SPAG16 SPATA9 SPATC1L SPI1 SRSF2 SSX1 ST3GAL1 STAT2 STXBP5-AS1 SUCLG1 SV2B SYT17 TAF4 TAF7 TCEA1 TESC TESK1 THAP12 THRB TLR10 TMEM242 TNFSF8 TNK2 TP53BP2 TRIM47 TRIM66 TRIM7 TRIOBP TRMT6 TRMU TRPC5 TSPAN2 TTK TUG1 UBE2G2 UQCRC1 USP25 WDR83OS WFDC1 XPA YIPF1 ZMYND15 ZNF135 ZNF160 ZNF254 ZNF266 ZNF77 ZWINT PYEON_CANCER_HEAD_AND_NECK_VS_CERVICAL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PYEON_CANCER_HEAD_AND_NECK_VS_CERVICAL_DN ADGRV1 ASPRV1 CDSN CRISPLD1 DCN DDX3Y DEFB4A DPT DSC1 EIF1AY FEZ1 H19 IL1R2 KDM5D KLK7 KLK8 KRTDAP LRRC15 LY96 MAGEA12 MEGF10 NEB PDPN RPS4Y1 S100A7A SLC6A15 TXLNGY USP9Y ZFY PYEON_CANCER_HEAD_AND_NECK_VS_CERVICAL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PYEON_CANCER_HEAD_AND_NECK_VS_CERVICAL_UP ABCA5 AHCTF1 ANAPC5 ANKLE2 ANKRD13C ANKRD36B ARHGAP5 ARL13B ATAD2 ATAD2B ATP8B1 B4GALT4 BAG5 BARD1 BCL2L11 BHLHE40 BRIP1 BRWD1 C18orf54 C2CD5 CALML4 CASK CASP8AP2 CCDC14 CCDC150 CCDC18 CCHCR1 CCNE2 CCNL1 CDC42BPA CDC7 CDCA7 CDK1 CDKN2A CDKN2B CENPF CENPI CENPJ CENPK CENPU CEP152 CEP44 CHML CREBZF CXADR DDX3X DDX59 DIP2A DONSON DR1 DTL E2F7 E2F8 ELF3 ENOSF1 ERMP1 ESR1 ETS2 EYA2 EZH2 FAM199X FAM50A FAM72C FGFR1OP2 FMR1 FNBP1L GART GAS2L3 GCH1 GEN1 GINS1 GOLGA8A GRAMD1C GSPT1 HACE1 HELLS HLTF HMGB3 HNRNPA1 HNRNPU HOXA10 HOXA9 HOXB3 HOXD10 HSPA1A INTS7 JPX KCTD3 KDM6A KIF15 KLHL2 KNL1 KNTC1 KRT19 LINC00342 LINC02977 LMNB1 LNPK MAP3K21 MCM3 MCPH1 MECOM MEIS1 MIS18A MSL2 MTF2 MYO5C NASP NDUFB4 NEK2 NEK4 NR1D2 NR4A2 NSD3 NUF2 NUP210 NUP62CL OCLN ODF2L OPA1 OSBPL11 PARD6B PAXBP1 PDIK1L PER3 PIGA PLSCR4 PMAIP1 POLA1 POLD3 PPM1A PRDM15 PRELID2 PRKX PRMT6 PRPF39 PRPS2 PSIP1 PXYLP1 RAD51AP1 RASEF RBBP4 RBL1 REL REV1 RFC5 RIMKLB RMI1 SCML1 SF3B1 SHOC1 SIK1 SKIL SLC16A4-AS1 SLC35A3 SLF1 SLF2 SMC4 SNRPA1 SPICE1 SS18L1 STAG1 STS SUDS3 SYCP2 SYNJ1 TCAM1P THAP9-AS1 TMCC1 TMEM30B TMPO TOPBP1 TSIX TUG1 TXNDC16 U2SURP UBXN7 UHRF1 UPF3B USP25 USP37 WDHD1 WDR76 XIST XK ZBTB21 ZBTB8A ZFX ZGRF1 ZNF236 ZNF367 ZNF532 ZNF678 ZRSR2 PYEON_HPV_POSITIVE_TUMORS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PYEON_HPV_POSITIVE_TUMORS_DN CAV1 CCND1 CTTN DEFB4A FAM89A KLK10 KLK8 KRTDAP NAP1L2 PTHLH PYEON_HPV_POSITIVE_TUMORS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PYEON_HPV_POSITIVE_TUMORS_UP ABCA17P ABCA5 AHSA2P AMY1A ATAD2 BARD1 BTNL9 C18orf54 C5orf34 CAMTA1 CASP8AP2 CCHCR1 CDC7 CDCA7 CDK3 CDKN2A CDKN2C CENPF CENPJ CENPK CEP78 CFAP44 CSTF3 DHFR DONSON DTL E2F7 ENSG00000269210 ENSG00000280018 EZH2 FBXO22 FUBP1 GABPB2 GEN1 GLS2 HELLS HENMT1 HNRNPU IL17RB INTS7 JPX KIF15 KLHL35 KNTC1 LIG1 LINC00342 LINC01305 LY75 MAP7D2 MCM3 MCM8 MEI1 MEIS1 MIR3939 MON2 MPHOSPH9 MYB NASP NEMP1 NEURL1B NOTCH1 NR1D2 PDIK1L PER3 PIK3R3 PLGLB1 PNISR PRDM15 PRELID2 PSIP1 RBBP4 RMI2 RTKN2 SANBR SCAI SLC16A4-AS1 SLC35E2B SLF1 SLF2 SLFN13 SMARCA2 STAG3 SYCP2 SYNGR3 TAF7L TARDBP TASOR TCAM1P TIA1 TM7SF3 TRIM56 TYMS UHRF1 USP1 WDR76 ZBTB18 ZFR2 ZMAT1 ZNF367 ZNF789 ZSCAN16 QI_HYPOXIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/QI_HYPOXIA ABCB6 ACAP1 ACAT2 ACER2 ACSS2 ADIPOR2 ADM AK4 ALDOA ALDOC AMPD3 ARRDC3 ATG9B BCL2L11 BHLHE40 BNIP3 CA9 CAPN5 CASP6 CCNG2 CD109 CDC42EP2 CDHR1 CDKN1A CIART COL12A1 CRYAB CTNS CYP2S1 CYP51A1 DDIT4 DIXDC1 DUSP1 DYRK1B EFNA1 EGLN1 EGLN3 ELMO1 ESPN FAM117B FFAR4 FOXO3 FZD1 GALR2 GBE1 GCH1 GLS2 GPI GPR146 GPR35 GRHPR GTF2E2 HDAC5 HES6 HIGD1A HK1 HK2 HMGCL HMOX1 HOMER1 HPSE IER3 IGFBP3 IL13RA1 INSIG1 IRX2 ITGA11 ITPK1 JMJD6 KCNB1 KCNK2 KDELR3 KDM4B KIF21B KRT19 LOX LPIN1 LSS MAP3K1 MBOAT2 ME2 MPP2 MT2A MVD MXI1 NAA80 NDRG1 NDRG2 NRN1 NSDHL OSTF1 P4HA1 P4HA2 PAFAH1B3 PCYT1B PDK1 PDXP PFKL PFKP PGAM1 PGF PGM1 PKP2 PLEKHA2 PLOD1 PLOD2 PPP1R3B PPP1R3C RASL12 REEP1 RNF126 RNF19A RORA SAP30 SCD SERTAD1 SH3YL1 SIAH2 SLC19A2 SLC2A1 SLC41A2 SOX9 SPG21 SQLE STC1 TNFSF9 TRERF1 TRIOBP VEGFA VHL VLDLR WHAMM ZBTB8B QI_HYPOXIA_TARGETS_OF_HIF1A_AND_FOXA2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/QI_HYPOXIA_TARGETS_OF_HIF1A_AND_FOXA2 ABCF2 ACTN4 ATN1 BCL2L1 CARM1 CITED2 CNOT3 COL6A2 CTNND1 DUSP10 F2RL1 FSCN1 GPRC5A HK1 IP6K2 ITGA5 JUND KDM3A LBH LSM2 MARK2 MED15 MPP2 MYBBP1A NGF PLOD2 PPM1G PRSS35 RNF126 SELENOW SLC16A3 SRM TLE5 TRPC4AP ZFP57 QI_PLASMACYTOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/QI_PLASMACYTOMA_DN AEBP1 AGR2 AJUBA ALPL ARFIP2 ARHGAP8 BASP1 BLNK BMP1 BSG C1QBP CALU CCL11 CHST1 CILK1 CLIP1 COL1A1 COL4A2 COL5A2 COL6A2 CSNK1E CTSW CYTIP DDOST DNAJB11 DUSP22 EEF1A2 EIF4A1 ENPEP EPAS1 EPCAM ETV4 EXTL2 FARP2 FIGLA FSTL1 GANAB GNE IGFBP3 INHBB IPO4 ITGB5 KAT2A LAMB1 LAMC2 LBP LOXL4 LYPD3 LYVE1 LZTR1 MAGED1 MAGEH1 MATK MED29 MFAP2 MMP2 MYBBP1A MYC MYH14 NECTIN4 NOL3 NOL8 P4HA2 P4HB PARK7 PDGFRA PIGK PPP2R5A PRMT7 PSMB3 PTGIS PVR RABGGTA RGSL1 RNF25 SEC61A1 SEC63 SENP2 SKIL SLPI SND1 SPARCL1 SPON1 SRP9 ST14 STAT2 STT3A SVIL TBRG4 TIMP1 TRIB1 TRIP6 UBE2T UCHL5 USF1 VEGFA WASL XBP1 QI_PLASMACYTOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/QI_PLASMACYTOMA_UP ABI3 ACTG2 ACTR2 ADCY7 ALOX5AP ANKRD1 ANXA11 AOC1 APAF1 ARAP1 ARAP2 ARF5 ARHGDIB ARL6IP5 ARPC4 ARRB1 AVIL AXL BAG2 BATF BCL2 BDKRB2 BHLHE40 BLK BTG1 CAP1 CAPG CAPN1 CARD11 CASP1 CASP3 CASP4 CASP6 CASP7 CCL19 CCL3 CCL4 CCL5 CCR1 CCR2 CCR5 CD19 CD22 CD244 CD37 CD3D CD3E CD3G CD4 CD40 CD47 CD53 CD5L CD7 CD79A CD82 CDC42EP3 CDC42SE1 CIB1 CIITA CISH CLEC4E CLU CNN2 CNP CNR2 CSF1R CST7 DAPP1 DDT DEK DNAJB1 DNASE1L2 DNASE1L3 DNTT DOK1 DPP4 DUSP2 EHD1 EPOR FAS FBXW8 FGL2 FGR FLT3 FRMD4B FSCN1 GATA1 GBP2 GNA15 GNB4 GNG10 GNG11 GPSM3 GRB2 HCK HCLS1 HPS3 HRK ID2 IFI35 IFNGR1 IGF1 IL12A IL17RB IL18 IL18BP IL18RAP IL1R2 IL20 IL21R IL27RA IL2RB IL2RG IL4R IL5RA IRF1 IRF2 IRF8 IRGM ITGA6 ITGB1 ITGB2 ITGB3 ITGB7 KIT KLRD1 LAG3 LASP1 LAT LCK LCP1 LGALS9 LIMK1 LRRFIP1 LSP1 LST1 LTB LY86 MARCKS MARCO MFAP1 MKRN1 MMP10 MOB1A MTA3 MTPN MYB MYCN MYO10 NFAM1 NFKBIA NFKBIE NR1H3 NTN1 PAK1IP1 PCSK1N PCSK6 PDGFB PDLIM7 PF4 PFN1 PHLDA2 PLAC8 PLCL2 PLEC PLEK PLEKHO1 PLSCR1 PLXNC1 PPBP PRTN3 PSMB8 PSMB9 PSTPIP1 PTGES PTGS1 PTPN1 PTPN13 PTPN18 PTPN6 RABEP2 RAC2 RAG1 RASSF2 RASSF4 RB1 RBP4 RELB RGL1 RGS1 RGS16 RNASE1 RP2 RPS6KA1 RRAD RRAS2 RSAD2 S100A13 SCIN SEMA4A SH2D1A SH3BP1 SH3BP2 SLA SLAMF1 SLC11A2 SLC43A3 SNX10 SNX2 SOCS1 SOX11 SP100 SPIB SRF STAP1 STK10 STK17B STK39 SWAP70 TFEB TGFB1 TGM2 TJP3 TLN1 TLR1 TLR9 TMBIM6 TMOD3 TMSB10 TMSB4X TNF TNFAIP2 TNFAIP3 TNFRSF14 TNFSF11 TNFSF13B TRAF1 TRAT1 TRIM21 TRIM5 TUBA8 TUBB3 UBASH3B UBE2D1 VASP VAV1 WDR1 WTAP XCL1 ZAP70 ZFP36L1 ZFPM1 ZYX QUINTENS_EMBRYONIC_BRAIN_RESPONSE_TO_IR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/QUINTENS_EMBRYONIC_BRAIN_RESPONSE_TO_IR AEN AMPD2 ANO3 APAF1 ARAP2 BAIAP2 BAX BBC3 BLOC1S2 BTG2 C2orf80 CCNG1 CDC42BPG CDKN1A CEP170B CGREF1 CKAP2 CPT1C DCAF4 DCXR DDIAS DDIT4L DENND2C DGLUCY EDA2R EI24 EPHX1 ERCC5 FAS FOXO3 GABRG3 GGTA1 GNE GPR75 GRHL3 GTSE1 H2AJ HMCN2 HPCAL1 IGDCC4 INKA2 KANK3 LPIN1 MAB21L3 MAP3K20 MAPKAPK3 NR1D1 PDK4 PHLDA3 PIDD1 PIERCE1 PLK2 PMAIP1 POLK PPM1D PRRG4 PTPN14 RAP2A RAP2B RHBDF2 RNF169 RXYLT1 SEC14L5 SESN2 SLC19A2 SLC66A3 STOX2 SUSD6 TAP1 TBC1D8 TM7SF3 TMEM19 TNFRSF10B TP53INP1 TRAFD1 USP2 USP32 VPS36 ZBTB7B ZMAT3 ZNF365 ZNF750 RADAEVA_RESPONSE_TO_IFNA1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RADAEVA_RESPONSE_TO_IFNA1_DN AP1G2 CEP170B FOS GLP1R KIT KMT2A MET MYCL PDGFA PLEC RADAEVA_RESPONSE_TO_IFNA1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RADAEVA_RESPONSE_TO_IFNA1_UP ADAR AKR7A2 BAX BCL2 BRCA1 BST2 CALR CASP3 CDKN1B CXCL10 CXCL11 CYB561D2 E2F2 HLA-C HLA-E HLA-F IFI27 IFI35 IFI44 IFI44L IFI6 IFITM1 IFITM2 IFITM3 IL12RB2 IRF1 IRF7 ISG15 KLK3 LGALS3BP MX1 MX2 MXD4 PHB1 PIAS4 PLSCR1 PRKCQ PSME1 RFC2 RRP8 SOCS1 STAT1 TNFSF10 TUBB UBE2D3 UBE2L6 VCAM1 RADMACHER_AML_PROGNOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RADMACHER_AML_PROGNOSIS ADGRB2 ADGRE1 AGRN AGT ANGPT1 BAHCC1 BCL11A CD3D CDC42EP4 CHURC1 CKMT1B CNN3 COL1A1 CTNNAL1 DAPK1 DENND4B DMWD EML4 ENDOD1 EZR FARP1 FGFR1 FHL2 FLT3 FOXO1 GLUL GLULP4 GUCY1A1 GYPC HOXA10 HOXA4 HOXB2 HOXB5 IFI27 IL6ST ISG20 LCN2 LDAH MAL MAP7 MIR22HG MSI2 NBL1 NFIB NFKB1 NFKBIB NR2F2 PALM2AKAP2 PBX3 PIK3R4 PLCG1 PLIN2 PMEPA1 PMP22 PRG2 PXDN S100P S1PR1 SELENBP1 SEMA3F SFTPB SKAP2 SLC2A1 SLC6A8 SLC7A7 SMG1 SMG1P2 SNX9 SRPX TACSTD2 TBXAS1 TCF4 TGM2 TMEM158 TSPAN32 TSPAN7 TUBB2A UGCG UGGT2 VASN WDR82 RAFFEL_VEGFA_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RAFFEL_VEGFA_TARGETS_DN HES1 HEY1 IL18R1 NKX2-5 TLX1 RAFFEL_VEGFA_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RAFFEL_VEGFA_TARGETS_UP ACVR2B CITED2 E2F3 GNB1L HEY2 HIF1A PBX1 SOX11 WT1 RAGHAVACHARI_PLATELET_SPECIFIC_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RAGHAVACHARI_PLATELET_SPECIFIC_GENES APP ASAH1 BEX3 CCL5 CTSA CTTN CXCL5 DAPP1 EIF2AK1 ENDOD1 F13A1 FHL1 GLA GNAS GNG11 H2AC6 H2BC21 H3C10 HBA1 HBB HBG1 ITGA2B ITGB3 ITGB5 KIF2A LEPROT MAP3K7CL MAX MFAP3L MLH3 MMD MPP1 MYLK NAP1L1 NRGN ODC1 PDLIM1 PF4 PF4V1 PGRMC1 PIP4K2A PPBP PPM1A PRDX6 PRKAR2B PRKCB PRUNE1 PTGS1 PTPN12 RAB31 RABGAP1L RGS10 RNF11 RSU1 RUFY1 RYBP SNCA SNN SPARC TAX1BP3 THBS1 TMEM140 TNFSF4 TPM1 TSC22D1 TUBA4A TUBB2A VCL WIPF1 YPEL5 ZNF185 RAHMAN_TP53_TARGETS_PHOSPHORYLATED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RAHMAN_TP53_TARGETS_PHOSPHORYLATED ACTB ANXA1 CCT6A DLD GSTP1 HNRNPL IDH3A MAGOHB NME1 PARK7 PCBP1 PGAM1 PHGDH PPA1 PRDX2 PRDX3 PSMB6 RUVBL2 TPM3 VPS29 RAMALHO_STEMNESS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RAMALHO_STEMNESS_DN ABLIM1 ABR ACVRL1 ADGRE1 ADSS1 AP2A2 ARG2 B4GALNT1 BIN1 BMP1 CBX4 CCL15 CD47 CD53 CD68 CEBPD CLEC4A CMA1 COL11A2 CORO1A CSF1R CTSB CTSS CYFIP2 EFHD1 EVI2A EVL GP1BB GRIA2 GRINA GSN GYPA HBB HDC HSD11B1 HSD17B8 ITGB2 KCNAB2 LAT2 LILRB4 LY86 MAL MLLT11 MPEG1 NCAM1 NHSL2 NIN NRP1 PACSIN1 PAPSS2 PGLYRP1 PLD4 PPP2R5A PPP3CA PRKCB PTPRC RBMX RELN RFLNB RGS10 RGS14 RNASEK RNF227 ROGDI RTN3 SIRPA SLC11A1 ST3GAL6 STMN1 TYROBP ZAP70 ZDHHC14 RAMALHO_STEMNESS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RAMALHO_STEMNESS_UP ABCB1 ACADM ACAT2 ADAM9 ALDH7A1 ANKRD17 ARCN1 ARIH1 BACH1 BLZF1 BPNT2 BYSL CCND1 CDK2AP1 CDKN1A CENPC CHD1 COPRS COPS4 COPS7A CPXM1 CRTAP CTBP2 CTTN CWC22 DCTPP1 DICER1 DNAJB6 DPH5 DTYMK EIF3J EIF4EBP1 EIF4G2 ELOVL6 ELP2 EPRS1 ERCC5 ESF1 F2R FASTKD5 FBXO38 FBXO8 FCF1 FHL1 FKBP11 FKBP9 GAB1 GANAB GARS1 GAS2 GCAT GCLM GCSH GFER GHR GLO1 GNB1 GNL2 GRWD1 IARS1 IARS2 ITGA6 ITGB1 JAGN1 KANK3 KCNAB3 KIF2A KRAS LAPTM4A LAPTM4B LAS1L LIG3 LIMA1 LRRC58 LSG1 LSM2 MAP4K3 MARCHF7 MDFI MDFIC MED23 MPDU1 MPHOSPH10 MRPL17 MRPL34 MRPL45 MRPS10 MRPS2 MRPS31 MTERF3 MTMR10 NDUFAF4 NIFK NOP58 NOPCHAP1 NUP35 PACRGL PAFAH2 PCF11 PDCD2 PEX7 PHTF2 PIGX PKD2 PLA2G6 PLS3 PPA1 PPIC PPP1R2 PPP2R1B PRPF6 PRPSAP1 PSMD11 PSMD12 PTPN2 RAB18 RABGGTB RAD23B RARS2 RASA1 RCL1 RCN1 RIDA RIMOC1 RNF138 RNF145 RNF4 RNFT1 ROCK2 RPL22 RPP14 RPUSD4 RRN3 RSL1D1 RSRC2 RYK SAPCD1 SEC23A SEC23IP SH3D19 SLC38A2 SLC4A7 SLC7A6 SMAD1 SMAD2 SMARCAD1 SNRPC SNX12 SOCS2 SRSF3 SRSF6 STAM STXBP3 SUCLG2 TARS2 TBC1D15 TBRG1 TBRG4 TCEAL9 TEAD2 TGIF2 TGS1 TJP1 TMEM183A TOM1L1 TRIP6 TXNDC9 TXNRD1 UBE2T UMPS UPP1 URI1 USP10 USP9X UTP20 UTP4 WDR43 WDR55 XPO1 XPOT XRCC5 YAP1 YES1 YWHAB YWHAH ZC3H14 ZCCHC10 ZFX ZMAT3 ZMYM4 ZNF213 ZNF281 ZNF639 ZNF644 ZNF708 ZZZ3 RAMASWAMY_METASTASIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RAMASWAMY_METASTASIS_DN ABLIM1 ACADSB ACTG2 AGRN ASPA CA12 CHRNA5 CNN1 CPM CPN1 DLG3 F10 FCAR FXN GP1BA GREM1 HLA-DPB1 HNRNPF INPP5E JMJD1C KCNAB1 MAOB MAP1B MAPRE3 MIR3648-1 MOS MT3 MYH11 MYL2 MYLK NCAPH NOS2 NR2F2 NR4A1 P2RX1 PBX2 PCDH11X PDE6A PGK1 PLP1 PRKG2 PRSS53 PTN RAB30 RANBP3 RBM5 REL RNASE4 ROR1 RORB RUNX1 SLC10A3 SPA17 STAC TAL1 VAPB ZNF148 ZNF212 ZNF646 RAMASWAMY_METASTASIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RAMASWAMY_METASTASIS_UP AKAP8 APLNR ARPP19 BIRC5 BPTF CAND1 CANX CDK2AP1 CENPX CHD2 COL1A1 COL1A2 COX6B1 COX7A2L COX7B DHPS EIF3K EIF4E2 ELF4 ETV2 FAM98A FASN FBLN2 GPI GPN1 HNRNPAB HNRNPU HOXA2 ITPA KPNA6 LMNB1 MAD2L1 MSX2 NDUFA1 NHP2 NOTCH3 NSUN5P1 NUP62 P4HB PCNT PFDN6 POM121 PRMT1 PSEN2 PTTG1 RAB5C RALGPS1 RBM42 SNRPF SPEN SRGAP2 STIL TDG TENT4A TMEM147 TMPO TRIM37 UBAC1 UBN1 UPF2 UPK1A URI1 VAV2 VPS13B WDR37 ZFC3H1 RAMJAUN_APOPTOSIS_BY_TGFB1_VIA_MAPK1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RAMJAUN_APOPTOSIS_BY_TGFB1_VIA_MAPK1_DN ATF5 BID DDIT3 E2F1 EGLN3 NR4A1 SGPL1 TRIB3 RAMJAUN_APOPTOSIS_BY_TGFB1_VIA_MAPK1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RAMJAUN_APOPTOSIS_BY_TGFB1_VIA_MAPK1_UP BCL2L11 BMF CARD10 HSPA1B SH3GLB1 TP53INP1 RAMJAUN_APOPTOSIS_BY_TGFB1_VIA_SMAD4_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RAMJAUN_APOPTOSIS_BY_TGFB1_VIA_SMAD4_DN ATM BCL2L1 CASP7 DAPK1 EGLN3 EYA2 MAPK8IP1 SGPP1 TNFRSF10B TNFRSF21 RAMJAUN_APOPTOSIS_BY_TGFB1_VIA_SMAD4_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RAMJAUN_APOPTOSIS_BY_TGFB1_VIA_SMAD4_UP BCL2L11 BCL6 BMF CD40 PDCD6IP POLB SH3GLB1 TGFB1 TNFAIP3 TRIB3 RAMPON_ENRICHED_LEARNING_ENVIRONMENT_EARLY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RAMPON_ENRICHED_LEARNING_ENVIRONMENT_EARLY_DN BAX CASP6 CIT DNAJB6 MT3 NRGN PAFAH1B1 PREP RXRA SPTBN1 RAMPON_ENRICHED_LEARNING_ENVIRONMENT_EARLY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RAMPON_ENRICHED_LEARNING_ENVIRONMENT_EARLY_UP AP2M1 CALM3 DNMT1 HNRNPM HSPA5 MAP4K3 MFAP5 PHC2 PTGDS RHOA TAC1 TLK1 TRIM25 VAMP2 RAMPON_ENRICHED_LEARNING_ENVIRONMENT_LATE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RAMPON_ENRICHED_LEARNING_ENVIRONMENT_LATE_UP BTF3 CALB2 CALM3 CDH2 CLPP CORO1A CTTN DCTN5 DHX32 DLG4 DNPEP MAP4 POLR2C PSMB3 SEZ6 TBCA USP21 VLDLR XBP1 XPNPEP1 ZIC1 RANKIN_ANGIOGENIC_TARGETS_OF_VHL_HIF2A_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RANKIN_ANGIOGENIC_TARGETS_OF_VHL_HIF2A_DN ANGPTL3 CDH5 EGFL7 ITGAV NR2F2 PLXND1 RHOB VEGFA RANKIN_ANGIOGENIC_TARGETS_OF_VHL_HIF2A_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RANKIN_ANGIOGENIC_TARGETS_OF_VHL_HIF2A_UP ANG BMP4 DHCR7 MAPK14 PLG RAO_BOUND_BY_SALL4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RAO_BOUND_BY_SALL4 AARD ABHD17B ABT1 ADAM5 ADIPOR2 AEBP2 AKAP12 ALG11 ANP32A ARHGEF18 ARNT ARRDC3 ASNS ATG14 AURKB B4GALT6 BCAT1 BEND3 C2orf88 C9orf152 CACYBP CASQ2 CCDC141 CCDC38 CCN2 CD24 CEP112 CFH CHD2 CHD7 CIDEA CMKLR2 COBL COL4A2 CPSF4L CST3 CWF19L2 CYB5R1 DDAH1 DENND2C DGKH DKK1 DNMT3A DUSP6 DYRK3 EOMES EPC2 EPHX2 ETFRF1 ETV1 EXOSC7 EYA1 F2RL1 FAM91A1 FBXO15 FBXO36 FGD4 FGF4 FGFBP1 FGFR1 FGFR2 FLRT3 FN1 FRYL GCM1 GCNT2 GJA1 GJB3 GNA13 GNPNAT1 GPM6A GRSF1 GTF3C3 GTF3C6 H2BC13 H2BC3 H3C13 HEXB HEXIM1 HNRNPA2B1 HSD17B11 IDH1 IFITM1 IL6ST INSIG2 INSYN2B IRF2BPL ITGA1 JAM2 JARID2 KCMF1 KDM2B KIFC3 KLF2 KLHL34 KLHL5 LDB1 LIPH LMBRD2 LPAR6 LRPAP1 LYRM1 MACO1 MAP10 MAP1B MAP4K4 MATR3 MAX MBTPS2 MGAT4C MIB2 MOB4 MSANTD2 MTMR12 MYCN MYOT MZF1 NANOG NBR1 NEFL NKX2-2 NOLC1 NPEPPS NPTX2 NR0B1 OGT OTX2 PARP6 PDE1A PDGFC PDHB PDPK1 PGAP6 PHC1 PLEKHG5 PLIN2 PRDM14 PRDX6 PRSS48 PTGFRN PYROXD1 RAB38 RAX REEP3 REST RGS20 RHOB RNF13 RPTOR RYBP SEC16A SEMA4B SERBP1 SF3B4 SFTPD SLC25A1 SLC25A40 SLC38A2 SLC39A14 SLC44A1 SLC5A1 SLCO4C1 SLCO5A1 SMG7 SNTB2 SOX2 SPIC SPRED1 SPRY2 SRSF11 SSBP3 STAMBPL1 STK38 STMN1 SULF2 SUSD6 SYNCRIP TBX20 TCL1A TFAP2C TFCP2L1 TLK1 TM2D2 TMEFF1 TMEM220 TMEM64 TMPRSS11D TP53 TP53BP1 TPD52 TRIM2 TRIM25 TRIM34 TRIML1 TSPAN15 TTC39B TXLNG UBB UBL3 UBR5 UHRF2 UPP1 USP48 VEGFC WEE1 WHAMM WTAP XRN2 YWHAG ZC3HAV1 ZCCHC7 ZDHHC14 ZFP36L1 ZFP42 ZFP57 ZIC5 ZNF148 ZNF182 ZNF280C ZNF532 ZNF585B ZNF608 ZNF616 ZNF704 ZSCAN10 ZWINT RAO_BOUND_BY_SALL4_ISOFORM_A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RAO_BOUND_BY_SALL4_ISOFORM_A ABCA1 ACMSD ADAM10 ADAM19 ADAM20 ADAMTS18 AFF4 ALDH1A1 ALDH1A2 ANK3 APLF ARHGAP6 ARMC3 ARTN ARX ASAH2 BAIAP2L1 C1orf43 C1orf87 C6orf58 CALU CANX CARF CCKAR CDC5L CDH8 CDKN2A CES1 CFAP53 CFTR CHIA CHST4 CIAPIN1 COMMD3 CTF1 CXXC4 CYP2R1 DDX60 DESI2 DMXL1 DNAJB4 DPY19L3 DUS2 DYNC2LI1 ECHDC1 EPB42 ERCC5 FAT1 FBXL14 FBXL21P FBXL4 FOXJ2 FZD8 GAB3 GABRB1 GCN1 GLRA3 GNG12 GRIP1 GTF2A2 GUCD1 H4C14 HAS2 HLCS HSPB3 IDH3B INSM1 JKAMP KAT2B KCNJ3 KIF27 KRTAP19-3 LIX1 LMNA LRIG2 LRRN1 LY75 MAB21L1 MAEA MAPT MARCHF8 MBLAC1 MFF MITF MLH1 MMAA MMD MOBP MRPL13 MTHFD1 NEDD4 NFAT5 NIPBL OR10D4P OR10G9 OR12D1 OR1N2 OR4C12 OR4C15 OR4D10 OR4F15 OR4F4 OR4K15 OR4K5 OR4L1 OR52P1 OR5AS1 OR5H2 OR5M9 OR5P2 OR6B2 OR6C2 OR7G2 OR8G1 OR8K3 OR9G1 PCDH11X PES1 PHF10 PHKB PITX2 PKN2 PLCB4 PLPP6 POLQ POU1F1 POU2F1 POU3F3 PPME1 PPP3CB PPP3R2 PRAG1 PRB1 PRG4 PRRX1 PSD3 PSEN1 PTGS2 QSOX1 R3HCC1L RAN RBL1 RBP4 REEP5 RELL1 RFX7 RGS9 RHOBTB3 RIC3 RLN1 RNF185 RSPO3 RSRC1 RUNX1T1 RXRG SACM1L SEM1 SEPTIN7 SERPINB10 SERPINB3 SERPINB9 SERPINE2 SETDB2 SHROOM3 SLC22A25 SLC5A7 SMYD4 SNAP25 SNX12 SPATA6L SPECC1 STAP1 STX19 STXBP5L TAS2R14 TMED11P TMPRSS11B TNFRSF1B TRAP1 TRIP12 TSPAN8 UBR3 UGP2 UGT2A3 ULK1 USP54 VN1R17P VN1R4 VPS36 VPS54 VSTM2A XIRP2 XPO6 ZNF780A RAO_BOUND_BY_SALL4_ISOFORM_B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RAO_BOUND_BY_SALL4_ISOFORM_B ABCA4 ABCG2 ABLIM1 ACOT9 ACTBL2 ADAM23 ADAMTS6 ADAP1 AKAP1 ALDH3A2 ALMS1 ANAPC5 ANKRD10 ANKRD55 ANKRD6 ANLN ANXA11 AOX3P ARHGAP11A ARHGAP12 ARHGAP28 ARHGEF3 ARID5B ARL6IP5 ASB11 ASF1A ASPA ASRGL1 ASXL1 ATCAY ATF2 ATG10 ATOH1 B3GNT2 B3GNT5 BARD1 BBS4 BCAR1 BCL10 BIRC2 BLTP2 BMP4 BMPR2 BMT2 BRPF1 BTN2A2 C21orf62 C2CD5 C9orf153 C9orf40 CACNA2D1 CASK CASP3 CBX1 CBX5 CBX7 CCDC60 CCDC68 CCDC88A CCP110 CCT6B CD180 CD274 CD38 CD47 CD55 CD96 CDC7 CENPI CENPN CEP120 CER1 CFAP95 CGGBP1 CHIA CHMP4C CIPC CITED2 CKMT1B CLCN3 CLDN14 CLDN4 CLEC2D CLRN1 CMAS CNOT10 CNOT8 COL5A2 COL6A4P1 COPG2 COQ9 CPEB2 CR1L CREB3L2 CSRNP3 CST13P CTNNB1 CXCR4 CXorf38 DBF4 DCP1B DCTN6 DCUN1D3 DDX17 DEDD DENND6A DIPK2A DIS3L DMRT3 DMTN DNAH14 DNAJB6 DPH6 DPP10 DPPA4 DRAM2 DST EDC4 EDEM1 EDN2 EFCAB2 EFHB EFNB2 EIF1AX EIF5A ELMO1 EMB EMILIN2 ENTPD1 EPHA4 EPN2 ETF1 ETV5 EZH2 F13B FABP2 FAM107B FAM117B FAM120C FAM162A FAM204A FASTKD2 FBXO28 FBXO32 FBXW10 FCRL1 FEM1B FIGNL1 FKBP9 FOSL1 FOXD3 FUBP3 FUNDC2 FUT9 G2E3 G6PC2 GABPB1 GAD1 GAD2 GADD45A GAP43 GBP5 GCLM GDAP1 GDAP1L1 GDE1 GNRH1 GOLGA1 GOT1L1 GPBP1L1 GPC6 GPR152 GPR19 GRAP2 GRHL3 GRIPAP1 GSDMA GSTA2 GTF2I GUCA2A H1-5 H1-6 H2BC17 H3C12 H4C6 HABP4 HDAC9 HES1 HINT1 HLF HMGXB4 HOXA4 HOXB8 HS3ST3B1 HSD17B2 HUS1 IBTK ID2 IDUA IER2 IFNA4 IFNK IFT57 IGF2BP1 IL36G INA INAVA INO80 INO80B IPO5 IPO7 IQUB IRAG2 IRGM IST1 ITGA3 ITGA9 ITGB3BP ITPK1 IVNS1ABP KIF13A KIFC1 KIT KLF9 KLHL15 KLHL23 KLHL31 KNG1 KNL1 KRCC1 L3MBTL3 LAMC2 LBR LDB1 LEFTY1 LEFTY2 LHFPL6 LIPT1 LMNTD1 LMO3 LMO4 LPAR4 LRRC34 LRRCC1 LRRN2 LRRTM2 LRRTM3 LUZP1 LYPLA1 LYRM2 M1AP MAP3K5 MAP4K3 MAP7 MAP7D3 MARCHF6 MAT2B MBTD1 MCEE MCTS1 MEIS1 METTL17 MGAT3 MINDY3 MLH3 MLLT10 MLLT3 MLLT6 MMP11 MOAP1 MORF4L2 MPZL1 MRFAP1 MRPL11 MSC MTUS1 MYL12B NAA30 NAT1 NCK1 NCOR1 NDC1 NDUFA5 NDUFS1 NECTIN1 NEUROD1 NEUROG3 NFE2L1 NFE2L2 NID2 NKAIN3 NKIRAS2 NKX1-2 NLRP4 NODAL NOSTRIN NPM1 NPTN NPY1R NPY5R NQO2 NR1H3 NRSN1 NSD3 NSMAF OBSL1 OLIG3 OR10A5 OR2Y1 OR5AC1 OR5H1 OR5K4 OR5P2 OR5W2 OR7E24 OR7G2 OR8J3 OSBP OSBPL9 OSR2 OSTF1 OVOL2 PACSIN2 PALM3 PARD3 PAX6 PBLD PCCB PCLO PCNP PCYT1B PDLIM1 PEF1 PHIP PHTF2 PIF1 PIP4P2 PIPOX PITX2 PLA2G7 PLPP1 PML PNPLA8 PNRC2 PORCN POTEA POU5F1 PPIA PPIP5K2 PPP1R10 PPP1R15B PPP1R3B PPP2CA PPP3CC PRIMPOL PRLR PRR13 PRRC2A PSMD7 PSME4 PTCH2 PTMS PTPN12 PURA RAB18 RAI14 RB1CC1 RBBP7 RBFOX2 RBM14 RBM5 RBMXL1 RBPJ RBPMS RCAN1 RCBTB1 RCHY1 RCN1 REL REN RERG RFX4 RHBDD2 RHOF RIC8B RIF1 RIGI RMND1 RMND5A RNF125 RNF146 RO60 RP1L1 RPS12 RPS20 RTN1 RTN3 RTN4 RUSC2 SALL3 SALL4 SAMM50 SDCCAG8 SELENOH SELENOI SENP2 SEPSECS SERPINB6 SETD5 SFPQ SFRP1 SH3BP4 SHCBP1 SHISA2 SHOC2 SINHCAF SKAP2 SLC19A3 SLC25A3 SLC25A36 SLC27A2 SLC2A3 SLC3A2 SLC6A1 SLK SMAD7 SNX16 SNX5 SOCS5 SOGA3 SOX30 SP1 SP3 SPAG11B SPARCL1 SPIN1 SPINDOC SPINK2 SPINK6 SPP1 SPRED2 SPRY4 SPTA1 SPTBN1 SRGAP3 SRSF5 ST8SIA1 STEAP2 STK35 SULF1 SYPL2 TAFA4 TBC1D13 TBC1D9 TBL1XR1 TBX18 TCEA1 TCEAL8 TCF7L1 TEAD1 TEX36 TFAP2B TFDP2 TFPI TGIF1 TGM3 TIMP4 TLE3 TM9SF4 TMEM230 TMEM26 TMEM39A TMEM67 TMOD3 TMPRSS7 TNFRSF19 TOP3B TOR3A TRA2A TRH TRIM5 TRMT10A TSPAN9 TTLL4 TUBB2B TUBB3 UBE2B UBE2E3 UFM1 UGCG UGT1A4 UGT2B28 UPF3A UTP14C UTP4 VANGL1 VAV3 VCAN VCPKMT VDAC3 WAPL WNK1 WNT6 WSB1 WSB2 YAP1 YARS2 ZBTB2 ZBTB41 ZCRB1 ZFAND1 ZFAND6 ZFP37 ZFP64 ZIC3 ZNF175 ZNF189 ZNF219 ZNF28 ZNF428 ZNF706 ZNF781 ZNRF3 ZRANB1 ZSWIM1 ZW10 RASHI_NFKB1_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RASHI_NFKB1_TARGETS BIRC3 BTG2 C19orf48P CSF1 CXCL3 DUSP16 DUSP6 IFNGR2 IRF1 LCN2 MAP3K8 MDM2 NFKB2 NFKBIA NFKBIB RELB TNFAIP3 TNIP1 RASHI_RESPONSE_TO_IONIZING_RADIATION_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RASHI_RESPONSE_TO_IONIZING_RADIATION_1 ADRB2 ATF3 CCDC186 CCT3 CDK4 COL15A1 CWC15 DNAJC17 DUSP1 EGR1 FOS FOXQ1 G0S2 GADD45A GSDME H2AC21 HNRNPLL HSD11B1 IER2 IER3 JUN LIN9 PAFAH1B2 PLXNA2 S100A1 SEC23A SERPINB6 SGK1 SLBP SLC23A3 SLC2A1 TIMM8A UTF1 VEGFA WDR74 WNT4 WWP2 ZAP70 ZFP36 RASHI_RESPONSE_TO_IONIZING_RADIATION_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RASHI_RESPONSE_TO_IONIZING_RADIATION_2 ACTA2 ALOX12 ANXA1 APAF1 ATF3 B4GALNT1 BAX BCL10 BIRC3 BTG1 BTG2 C19orf48P CAPN3 CD14 CDKN1A CEBPD CFTR CISH CLDN4 CLDN7 CSF1 CSRP2 CX3CL1 CXADR CXCL3 DENND2B DENND5A DSC2 DUSP16 DUSP6 EDN1 ERBB3 GAB1 GALC GJB5 GNA13 GNAI3 GPCPD1 HIPK2 HIVEP1 HIVEP2 HP ICAM1 IFNGR2 INPP5A IRF1 IRF6 JUNB KLF10 KLF4 KLF5 KLF6 KRT19 KRTAP6-3 LAMC2 LCN2 LGALS3 MAN2B1 MAP3K8 MAPKAPK2 MDM2 MGLL N4BP1 NFE2L1 NFE2L2 NFKB2 NFKBIA NFKBIB NFKBIZ NGF OCLN OR4E2 OSER1 PCGF2 PCP4L1 PDE4B PHLDA3 PKP3 PLK2 PLSCR1 PRSS23 PTPRA PVR RAB10 RAB5B RBMXL1 RBPJ RELA RELB RELL1 RHOU RLIM RNF19A RNF19B RNPS1 S100A13 SDHAF1 SINHCAF SLC11A2 SLC7A7 SNHG11 SOCS2 SOX4 SPOP SPRR1A SQSTM1 SRPRA STAT3 STXBP1 TACSTD2 TAGLN2 TCF25 TGFB2 TGIF1 THBS1 TIMP3 TNFAIP3 TNIP1 TRAF3 TRDC TRIB3 TUBB2A VPS37B WWTR1 ZWINT RASHI_RESPONSE_TO_IONIZING_RADIATION_3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RASHI_RESPONSE_TO_IONIZING_RADIATION_3 ABCC1 ACTB ACVR2B AKAP8 APC AR CAND1 CREB1 CUEDC1 EIF4EBP2 EPS15 FAM136A FBRS FIGNL1 HOXA6 IGKC IHH IMPA2 MAPK8IP3 MICOS13 NFIX NINJ1 PCSK4 PDGFB PIAS3 POLR2A PRB1 ROGDI SART3 SETD6 SFPQ SH2B1 SNW1 SPR TAF1C TNNI3 TRABD TULP1 UBAP2L UBE2H ULK1 USP19 WDR45B WWC1 XRCC1 YLPM1 ZNF358 RASHI_RESPONSE_TO_IONIZING_RADIATION_4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RASHI_RESPONSE_TO_IONIZING_RADIATION_4 ATP2A2 ATP4A BASP1 BBS9 BCL2L11 CA8 CPS1 DCTPP1 DNAAF5 DYNLT2 E2F8 FAM114A2 FOXL1 GIMAP1 GMFG GPC4 H2AX HERC4 HLA-DOB HMGB2 HMGCS1 IFI16 IFIT3 IL27RA IL7R IRGM JPH3 KNOP1 LGALSL LIFR MFSD1 MTPN PLK4 PRKAR2A PYGB RAB7A RAD23B RGS19 RMC1 SEMA4D SF3A3 SOX2 SP100 SRP19 UBAP2L YWHAG ZAP70 ZNF300 RASHI_RESPONSE_TO_IONIZING_RADIATION_5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RASHI_RESPONSE_TO_IONIZING_RADIATION_5 ACBD6 ADORA2A ANG ANP32A AP5S1 ATN1 ATP13A3 BCAS2 BMPR1A CASP8 CD180 CD93 CDC6 CFHR1 CHAF1B CHTF8 CIB1 CNOT6L COL13A1 COL14A1 CPOX CRK CSNK2A1 CYP2A6 CYTH3 DAB2IP DDX41 DEAF1 DLAT DNAJB2 DNAJB4 DNAJC5 DNMT3A DPPA4 DPT DSG2 EEF1A2 EIF2AK2 EMCN EPB41 EPHA4 ERI2 ESYT3 ETFBKMT EVI5 EXOSC8 F2RL1 F5 F7 FAM118B FAM53A FASTK FRAT1 GADD45G GALT GAS7 GIPC2 GPR33 GRB10 GSTM1 HERC2 HMGCL HSDL2 IGLL1 INHBA INHBC INVS IQGAP3 KCNJ8 KLF13 KRT12 KSR1 LARP7 LLGL2 MAP3K4 MAP3K7 MAP4K4 MRPL17 NAA40 NACC2 NCOA2 NFIA NFIX P4HB PAK3 PALM2AKAP2 PAX1 PCSK5 PDE8A PELO PEX5 PIK3R1 PLK1 PPP1R3C PREPL PRLR R3HDM1 RAP2B RCC1 RNF225 RNF7 RXYLT1 SERPINB9 SERPINE1 SH3BP5 SH3GL3 SHMT1 SLMAP SMARCC1 SMR3B SNX17 SPATA6 STC2 SURF6 TAF1B TCF20 TDO2 TFAP2A THBS2 TMEM170A TMEM229B TOMM34 TOMM6 TXNRD2 UCHL5 URM1 USP7 VAMP2 VHL ZBTB14 ZBTB47 ZFP30 ZNF787 RASHI_RESPONSE_TO_IONIZING_RADIATION_6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RASHI_RESPONSE_TO_IONIZING_RADIATION_6 ACIN1 ADH1C ALDOA ALDOC ASH1L BAG6 BMAL1 BRIX1 C9orf40 CCL15 CCL5 CCL8 CCNJ CCR2 CD48 CD79B CFP CSF2RA CUL2 CXCL13 CXCL9 CXCR4 DDX18 DDX52 EIF4EBP2 EMP3 EVI2A FAS FCGR2B FERMT3 FMNL1 GBP2 GRK2 HHEX HTR1D IFIT1B IGHG1 IGHM IGHV1-45 IGHV1-58 IGHV1-69-2 IGHV2-26 IGHV3-66 IGKV1-37 IGKV1D-33 IGKV1D-43 IGKV2D-30 IGKV4-1 IGKV5-2 IGLC1 IGLV4-69 IKZF1 IL18R1 IL1R2 INCENP KNG1 LAPTM5 LYZ MAZ MBTD1 MIR142 MRPL41 MS4A1 MSC NONO PDE7A PIP4K2A PLEKHO1 PSMB9 PTP4A3 PTPRC RAD51AP1 RHOH RNASE1 RNF38 RRP7A S100A8 S100A9 SAA3P SAAL1 SEC61A2 SELPLG SLC38A4 SLC66A3 SLFN12L SLPI SUGT1 TCF25 TMEM70 TYROBP UBD UNC93B1 ZCCHC3 ZNF653 ZNF688 RATTENBACHER_BOUND_BY_CELF1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RATTENBACHER_BOUND_BY_CELF1 ABAT ABHD14B ABO ACSL6 ACTR1B ADAM28 ADAMDEC1 ADGRD2 ADRA2A AFF2 AFF4 AGFG2 AK7 AKIRIN1 AKT3 ALDH18A1 ANKMY1 ANLN APLP2 APPL1 ARMCX1 ASPHD2 ATF1 ATP6V0D1 ATP6V1C1 ATP6V1F AURKB B3GNTL1 BBS1 BID BMP1 BOC BRINP1 BSN-DT BTF3L4 BUD13-DT C15orf40 C19orf44 C1GALT1 C21orf62 C5orf63 CACFD1 CACNB2 CAMK2N2 CAMSAP1 CAVIN2 CBX3 CCDC15 CCM2L CCR1 CD9 CD93 CDK11B CDK12 CEACAM6 CEBPE CEBPG CELF2 CEP70 CER1 CERS5 CFAP54 CFL2 CHAD CHD9 CHMP4B CHRM1 CHRNA2 CIB1 CISD2 CIZ1 CKS1B CLDN6 CLEC7A CLYBL CNN3-DT CNTNAP1 CNTNAP5 COL6A1 COQ8B CPAMD8 CPSF6 CRACDL CROCCP2 CSF1R CSH1 CSNK1E CSPP1 CSTF3 CTAG1B CUL4B CXCR4 CYP2D7 CYTOR DCP2 DCT DDX17 DDX3Y DDX54 DMC1 DMXL1 DOCK9 DPH3 DUS2 DUXAP8 EDDM3A EFR3B ENPP1 ENPP6 ENSG00000225420 ENSG00000260832 ENSG00000270174 ENSG00000291006 EPDR1 EPHA4 ERN1 ESRP1 F7 FAM135B FAM13B FAM169A FAM171A1 FAM181B FAM217B FAM83B FAM83H FAM99A FBP1 FBXL2 FGL2 FHAD1 FIGN FMNL2 FNDC3B FOSL2 FOXD2-AS1 FPR2 FRS3 FRYL GALC GALR3 GARS1-DT GCDH GDF11 GGT7 GID4 GLCCI1 GM2A GOLGA3 GOLGA6GP GPN2 GPR199P GPRIN1 GRN GSN GTF2H1 GTPBP1 H2AC18 H2BC10 HDC HEATR3 HERC5 HGSNAT HIF1AN HMOX1 HNRNPA3 HNRNPD-DT HTN1 HUS1 HUWE1 HYDIN IER2 IFNAR2 IFT80 IKZF1 IKZF4 IL10RB-DT IL11 ILRUN INF2 INSYN1-AS1 IPMK ITGA7 JUNB JUND KAT8 KBTBD6 KBTBD7 KCNB1 KDM6A KIAA1143 KIAA1217 KIF17 KIR2DS4 KLK10 KMT2A KRT72 L3MBTL4 LALBA LAMTOR1 LAT LATS1 LDLRAD4 LILRA1 LINC00261 LINC00582 LINC00664 LINC00869 LINC01016 LINC01431 LINC02239 LINC02287 LINC02380 LIX1 LKAAEAR1 LMO4 LNCATV LNPEP LOC105376805 LOC401442 LPP LRRC8A LSM7 LTB MAD2L2 MAP3K13 MAP3K2 MAP4K5 MARCHF1 MARCHF5 MARS1 MBP MCC MCL1 MCM8 METTL6 MIR3142HG MIR99AHG MLEC MMP16 MRGPRX2 MSI2 MSRA MTF2 MTFR1 MTURN MUC12-AS1 MXRA7 MYD88 MYL4 MYO5C NAA16 NACC2 NAPEPLD NAV3 NBEA NBPF11 NDUFA11 NDUFS2 NFASC NKAIN3 NLGN4X NOVA1 NPNT NSD1 NUDT12 NUMA1 NUP62CL NUP98 OGA OIT3 ONECUT1 OR2B4P ORMDL1 OVOL1 PADI1 PAGE5 PAK3 PALM2AKAP2 PARPBP PCDHGC5 PDZD8 PENK PGD PIEZO2 PIGF PIGG PIH1D2 PLEC PLIN4 PLXNA2 POM121L12 PPARGC1B PPIC PPIL4 PPP1R35 PPP3CB-AS1 PRDM16 PRIM2 PRPF38B PRPF8 PSMF1 PSMG4 PTGR3 PTPRE PTPRN2 RAB1A RABAC1 RABGAP1 RABL2B RANBP6 RAP2A RFESD RFFL RFX1 RGL3 RGS3 RIF1 RIMS1 RNF138 RNF170 RPL31P46 RPS28 RPS7 RREB1 RRP1 RSPH14 RTP3 RUNX1T1 SALL4 SAP18 SCN8A SEC16B SEC23B SEL1L2 SERPINE2 SH3TC1 SIAH1 SLC15A3 SLC15A4 SLC1A2 SLC25A30 SLC25A36 SLC25A44 SLC26A5-AS1 SLC28A3 SLC35F6 SLC38A11 SLC41A1 SLC4A11 SLC6A2 SLC7A6OS SLMAP SMAD3-DT SMARCA2 SMARCD1 SMCO4 SMIM31 SMIM7 SMOX SNED1 SNHG3 SNU13 SOCS4 SOS1 SOX13 SP100 SPATS2 SPATS2L SPEN-AS1 SPRR1A SPRYD4 SREK1 SRGAP3 SSR1 ST13 STEAP1B STEEP1 STIM1 STOML1 STON1 STON2 STRIP1 STRN STX12 SUDS3 SYT17 TAT TBC1D16 TBC1D24 TBL1X TBX21 TCAF1 TET2 TEX36-AS1 TGIF2LX TGM4 THEM4 TIMM17B TM4SF4 TMC5 TMCO1 TNFRSF9 TP63 TRAF3IP2-AS1 TRAF3IP3 TRIM6 TRPM8 TRUB1 TTC17 TTC38 TUBA1C TUBGCP6 TULP4 UBE2C UBE2D1 UBE2W UFM1 UNC13A UQCR10 USH1G USP30 VAMP2 VCPKMT VXN WBP4 WDR1 WDR59 WDR83OS WIPI2 XG YIPF5 ZCCHC10 ZDHHC17 ZFPL1 ZNF117 ZNF276 ZNF560 ZNF573 ZNF678 ZNF84 ZNF891 ZSCAN5A-AS1 RAY_ALZHEIMERS_DISEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RAY_ALZHEIMERS_DISEASE CCL15 CCL18 CCL5 CCL7 CSF1 CSF3 CXCL8 EGF GDNF IL11 IL1A IL3 TNF RAY_TARGETS_OF_P210_BCR_ABL_FUSION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RAY_TARGETS_OF_P210_BCR_ABL_FUSION_DN AIF1 CYB5B FUT4 GGT1 IGFBP7 KCNAB2 MX2 MYB PAK1 PTPRCAP RGS19 SATB1 SNRPN SRGN TUBGCP3 RAY_TARGETS_OF_P210_BCR_ABL_FUSION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RAY_TARGETS_OF_P210_BCR_ABL_FUSION_UP CTNNA1 GAGE12F GAGE12G H2AC20 HOXB2 KLF1 NUP214 PDLIM5 PIM1 PLIN2 PRPF4B RAPGEF2 RRAS2 SEPTIN8 SOX5 TUSC3 RAY_TUMORIGENESIS_BY_ERBB2_CDC25A_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RAY_TUMORIGENESIS_BY_ERBB2_CDC25A_DN ACAD9 ACBD5 ACSL1 ADIPOQ AFAP1L1 AGO1 AGO4 AIFM2 AK2 ALCAM AMY2A AOC3 ARFRP1 ARHGEF3 ARHGEF6 ASIC1 ATP5IF1 BACH2 BBOX1 BDH1 BLNK BSDC1 BSPRY BTG1 C11orf54 C5AR2 CA3 CACFD1 CASZ1 CAVIN1 CBX7 CCDC28B CDC40 CDC42EP3 CDHR1 CDO1 CDS2 CES1 CFAP410 CFB CFD CFLAR CHMP4B CHN2 CIDEC CITED4 CLSTN1 COX8BP CPT2 CRIP2 CRY2 CST3 CUTALP CXCL12 DAAM1 DDHD2 DDI2 DDO DDOST DEDD2 DHDDS DHRS1 DNAJC8 DPH2 DUOXA1 DUSP16 EBNA1BP2 EFHD1 EIF4E3 EIF4G3 ELOVL1 EMC1 ENAH ENHO ENTPD2 EPB41 EPB41L1 EPC2 EPHA2 ERRFI1 FABP4 FAM13A FAM20A FAM76A FEM1C FHIP1A FOSL2 FOXRED2 FUCA1 G0S2 GABPB1 GALNT12 GAREM1 GBP6 GDPD1 GDPD3 GGT6 GLCCI1 GOLGA2 GPC4 GRID2 GRK2 GRTP1 HERPUD1 HEY1 HP1BP3 HSPH1 IFIH1 INPP5B IQCC IRAK2 ITM2B ITM2C KDF1 KIAA1522 KIF5C KLF15 KLHDC7A KLHL26 KPNA6 LALBA LDLRAD3 LENG9 LHFPL6 LIN7C LRRC1 LRRC42 LTBP2 LY6D LYPLA2 MADD MAPK8IP1 MBP MGA MIB1 MICOS10 MINDY2 MKNK2 MLLT3 MMACHC MRTO4 MTFR1L MUL1 NCOA3 NDUFS5 NECAP2 NFIC NMNAT1 NNMT NOTCH1 OAS2 PADI2 PAQR7 PCDHB15 PEF1 PELI2 PER2 PHACTR1 PHYH PINK1 PKN2 PLB1 PLEKHF1 PLIN4 PM20D1 PPCS PPFIBP2 PPM1B PPM1K PPM1L PPP1R8 PRDX6 PRICKLE2 PROSER2 PRPF38A PSMB2 PUM1 RABEP2 RBM39 RBP4 RCC2 REEP5 RETNLB RHOU RIGI RIMS3 RORC RPA2 RPL22 RPS6KA1 RRAGC RSAD2 RXRA S100PBP SAMHD1 SAP30 SCARF1 SCP2 SCRG1 SDC2 SELENOI SERINC3 SETD5 SGCB SH3BP5 SKI SLC16A6 SLC22A4 SLC23A2 SLC25A29 SLC6A2 SLC7A10 SMAD3 SMCR8 SMIM12 SMOC2 SNCG SP100 SP110 SPINT2 SRSF4 SULT1A1 SURF4 SVBP SYCE1 SYT13 TAB2 TCF12 TCF4 THAP3 THBS4 TMEM182 TMEM35B TMEM54 TMEM59 TMEM82 TMTC2 TNNT3 TOB1 TOB2 TOR3A TP53INP1 TRAF1 TRIM24 TSC22D3 TSPAN7 TTC9 TXLNA TXNIP UBE4B UPF2 UQCRH URM1 UROD USP20 USP48 VDR VPREB1 WFDC21P ZBTB40 ZBTB43 ZBTB8OS ZFYVE9 ZMPSTE24 ZNF395 ZNF770 RAY_TUMORIGENESIS_BY_ERBB2_CDC25A_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RAY_TUMORIGENESIS_BY_ERBB2_CDC25A_UP A2M ABCA2 ABCA3 ABHD3 ACVR1 ADAM19 AKNAD1 AKR1C4 ALDH1A3 ALOX5AP AMDHD2 ANGPT2 ANKRD2 APOM APOO AQP8 ARF3 ARHGAP19 ARHGEF17 ARHGEF28 ATF6 ATP11B ATP1B2 B3GNTL1 BIRC7 BRCA2 C14orf132 C18orf54 C2 CAAP1 CABCOCO1 CCN5 CCNB2 CCND2 CCSER2 CD200 CD36 CDC26 CDHR5 CELSR2 CENPA CENPK CFAP251 CHD3 CHIA CHRNA10 CIP2A CKS1B CLCA3P CORO2B CPT1B CREB3L4 CREB5 CTSC CUX1 DCAF12L2 DEFB106A DLGAP5 DMTN DNASE2 DTL DTX1 ECT2 EDEM1 EFHC1 ELF4 EMB ERMARD EXOSC7 FAIM2 FAM162A FDX1 FKRP GALR3 GGA3 GLIPR1 GLYCAM1 GMNN GNMT GRM5 GSTO1 GTSF1 HELLS HINT1 HNRNPA2B1 HS3ST3A1 HS3ST3B1 ICA1L ICOS ID1 ILF2 INPP5D ITIH5 JPT2 KHDRBS3 KIF20A KIF22 KREMEN1 KRTAP6-3 KRTDAP LCE1A LDAF1 LRRC28 LRRC71 MAPK6 MATN2 MCM7 MED23 MFSD13B MGARP MIA MKI67 MKLN1 MRPL35 MYG1 NABP1 NAT8B NBEA NCAM1 NCOA3 NEK1 NFIA NHLH1 NID2 NKAIN3 NUP42 ODAPH OR13C8 OR1F12P OR1P1 OR2AG2 OR2J3 OR4C15 OR4C6 OR52E2 OR7G2 OSBPL1A P2RY2 PERM1 PGLYRP1 PIP4P1 PKDCC PLA2G2C PLA2G2E PLAGL2 PLSCR1 PPM1A PPP2R5E PRIM1 PROK1 PROP1 PRPF4 PTK2B RAB4B RARG RBP1 RBP7 RCOR1 RHOG RNASE1 RNF128 RPL11 RPL22L1 RRAGD SCD SEMA3D SHCBP1 SIX1 SLC15A1 SLC39A8 SLC5A8 SLIT2 SNHG11 SPATA19 SPDEF SPESP1 SRSF4 ST6GALNAC2 ST8SIA6 SYBU SYCE2 SYCN TANC2 TCEAL3 TM7SF2 TMCO5A TMIGD3 TNFRSF10B TNFSF13 TNPO3 TNRC6B TPRA1 TPST2 TRIM45 TRPV4 TSPAN17 TSPO2 UPK1A VN1R17P VPREB3 VWC2 WNT10A WSCD1 ZBED5 ZBTB45 REICHERT_G1S_REGULATORS_AS_PI3K_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REICHERT_G1S_REGULATORS_AS_PI3K_TARGETS CCNA2 CCND2 CCNE2 CDC25A CDC25C CDK2 CDKN1A SKP2 REICHERT_MITOSIS_LIN9_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REICHERT_MITOSIS_LIN9_TARGETS ANAPC1 ASPM AURKA CALD1 CCNB1 CCNF CDCA2 CDK11B CENPA CENPE CENPF CEP55 FBXO5 HMGB2 HMMR KIF20A KIF23 KIF2C KNL1 LMLN MKI67 MYO6 NCAPD2 NUSAP1 PLK1 TOP2A VCPIP1 REN_ALVEOLAR_RHABDOMYOSARCOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REN_ALVEOLAR_RHABDOMYOSARCOMA_DN ABHD5 ACADVL ACSL4 ACTN1 ACTN4 ACTR2 ADAM10 ADAM9 ADAMTS2 ALG5 AMMECR1 ANO10 ANXA1 ANXA2 ANXA5 ANXA7 AP1S1 AP2M1 AP2S1 APLP2 ARF1 ARF4 ARHGDIA ARL4C ARPC1B ARPC3 ARPC5 ARSJ ASAP1 ATG3 ATG5 ATOX1 ATP10A ATP10D ATP6AP1 ATP6AP2 ATP6V0D1 ATP6V0E1 AVPI1 AXL B4GALT1 BACE1 BAG3 BCAP31 BDNF BMP1 C1GALT1C1 C1S CALU CAP1 CAPG CAPZB CASP4 CAST CAT CAV1 CAV2 CAVIN1 CBR1 CCN1 CCN2 CCND1 CCPG1 CD151 CD248 CD81 CDR2 CEMIP CHMP2B CHPF2 CLIC1 CLIC4 CLIP1 CLTA CLTB CLU CMTM6 CNN2 COL1A1 COL5A1 COL5A2 COL6A1 COL6A2 COL8A1 COL8A2 COPB2 COPZ2 COQ10B CORO1B CREB3L1 CREB3L2 CST3 CSTB CTSB CTTN CUL4B DAB2 DCBLD2 DOK1 DOK4 DPYSL3 DRAM1 DUSP1 DUSP14 DYNLT3 EBP ECM1 EDIL3 EFEMP1 EFEMP2 EGFR EHD1 ELF3 ELF4 ELK3 ELL2 ELOVL1 ELOVL5 EMP1 ENDOD1 ENG EOGT EPAS1 EPHX1 ERP29 EXT1 FAP FBLN5 FBN1 FEZ1 FGF2 FHL2 FKBP10 FKBP11 FKBP14 FN1 FNDC3B FSTL1 FSTL3 FTSJ1 FXYD5 FZD1 FZD2 GABARAPL1 GALNT1 GAS6 GFPT1 GJA1 GLIPR1 GLRX GMDS GNAI2 GNG12 GNS GORASP2 GPR176 GRAMD2B GRN GRSF1 GSN GSTO1 GULP1 HEBP2 HEXB HSPA13 HTRA1 ID3 IDH1 IDS IFT20 IGFBP3 IGFBP6 IGFBP7 IL10RB IL13RA1 INHBA IQGAP1 IRAK1 ITGA5 ITGAV ITGBL1 JAK1 KDELR3 KLF2 KLF6 LAMA4 LAMC1 LAMP1 LAMP2 LBH LEPROT LGALS3BP LGALS8 LIMA1 LMAN1 LOX LOXL1 LOXL2 LPAR1 LPP LRP1 LRRC59 LXN LY6E MAN2A1 MAN2B2 MBNL1 MCFD2 MCTS1 MCUB MFGE8 MFSD1 MMP14 MMP2 MRC2 MSN MTMR6 MXRA7 MYH9 MYLK MYO1B NANS NDEL1 NDST1 NECAP2 NEU1 NGF NNMT NPDC1 NPTN NQO1 NQO2 NRG1 NRP1 NSMAF NT5E NTAN1 NUCB1 NUCB2 OSBPL3 OSMR OSTM1 P3H1 P3H3 P4HA1 P4HB PAM PAPSS1 PAPSS2 PARVA PCOLCE PDCD6 PDGFC PDGFRA PDGFRB PDLIM2 PDLIM5 PDXK PEA15 PGRMC1 PITPNA PKD2 PLAT PLAU PLAUR PLEKHB2 PLOD1 PLPP3 PLS3 PLSCR3 PPIC PRAF2 PRDX4 PRKCA PRKD1 PRPS2 PRR13 PRRX2 PSMD9 PTEN PTGES PTPN13 PTX3 PXDC1 QPCT QSOX1 RAB11FIP5 RAB1A RAB21 RAB23 RAB31 RAB32 RAB5C RABAC1 RAC1 RAI14 RAP1B RCN3 REEP5 RFTN1 RHBDF1 RHOA RHOC RRAGC RRAS RRBP1 S100A10 S100A13 S100A6 SCARA3 SCP2 SCPEP1 SEC24A SEC24D SEC61B SEMA3C SERP1 SERPINE2 SFXN3 SH3BGRL3 SIDT2 SKAP2 SLC10A3 SLC25A1 SLC25A32 SLC33A1 SLC35A2 SLC39A14 SLC39A6 SMAD3 SMAD7 SMTN SMURF2 SNAP23 SNX2 SNX7 SPAG9 SPHK1 SQOR SRPX2 SSH1 STAT6 STEAP1 STK39 STX12 STX7 SWAP70 TAGLN2 TAPBP TFE3 TFPI2 TGFB1 TGFB1I1 TGFBI TGFBR2 THBS1 THBS2 TIMP1 TIMP2 TLN1 TM4SF1 TMED3 TMED5 TMEM165 TMEM184B TMEM43 TMEM45A TMEM50A TMEM59 TMEM9B TMOD3 TNFRSF11B TNFRSF12A TNFRSF1A TPBG TPGS2 TPM4 TPP1 TPST1 TPST2 TRAM2 TSPAN4 TSPO TUSC3 TVP23B TWIST1 TXNDC5 UAP1 UBE2A UCK2 UGDH VAMP3 VAT1 VCAN VDR VEGFC VKORC1 VOPP1 WDR1 WDR45 WIPI1 WLS XYLT1 YIPF5 YIPF6 YKT6 ZYX REN_ALVEOLAR_RHABDOMYOSARCOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REN_ALVEOLAR_RHABDOMYOSARCOMA_UP AGPAT5 ALPK3 ARPP21 ASXL2 ATP2A1 ATP2A3 BIN1 CACNA2D2 CASQ2 CDH15 CDKN1C CEBPA CELF2 CHD7 CHRNB1 CHRND CLCN5 CNR1 COBL CYFIP2 DCX DES DIO2 DMPK ENO3 ERBB3 EYA1 EYA2 FGF9 FGFR4 FOXN3 GNAS HEY1 IGF2 IGSF3 ITM2A JAG2 KCNN3 MAB21L1 MEOX1 MYCL MYCN MYL11 MYOD1 MYOG NCALD NCAM1 NCOA1 NDRG2 NES NHLH1 NRCAM PCDH17 PCMTD2 PDE2A PIPOX PKIA PKP4 PLXNC1 POGZ POPDC3 POU4F1 PPP1R16B PTBP2 RAPSN RASSF4 RBM38 RNGTT RPL31 RRAGD RTN2 RYR1 SCN3B SEMA6A SGCA SIK1 SIRT2 SIX1 SLC24A3 SOX11 SPINT2 SRSF7 SYNE2 SYNPO2L TFAP2B TGIF2 TMOD1 TNNC1 TNNI1 TNNI2 TNNT2 TNNT3 TPPP3 TSPAN12 TUBB2B VWF ZBTB18 ZNF106 ZNF536 REN_BOUND_BY_E2F https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REN_BOUND_BY_E2F BARD1 BRD2 BUB3 CBX5 CCNA2 CDC25A CDC6 CDK1 CDK2 CENPA CENPE CHEK1 CKS1BP7 CSTF1 DBF4 DUT E2F2 E2F3 FEN1 H2AC18 H2AC6 H2AX H2AZ1 H2BC21 H3C4 HLTF HMGB1 HMGB3 MAD2L1 MCM3 MCM5 MCM6 MLH1 MSH2 NAP1L4 NDC80 ORC1 PCNA POLA1 POLA2 POLD1 PRIM2 PRKDC PTTG1 RAD51 RAD54L RB1 RBL1 RFC2 RFC3 RFC4 RPA3 RRM1 SMC2 SMC4 SUPT4H1 TK1 TOP2A TP53 TTK UMPS UNG REN_MIF_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REN_MIF_TARGETS_DN CXCL8 FGF5 RAB4A RELB TDO2 RHEIN_ALL_GLUCOCORTICOID_THERAPY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RHEIN_ALL_GLUCOCORTICOID_THERAPY_DN ACAA2 ACADM ACAT1 ADA ADGRA3 ADSL AHCY AHCYL1 AK2 AKAP12 AKR1A1 ALDH5A1 ALDH6A1 ANP32A ANP32B ANP32E APEX1 APOBEC3G ARMCX1 ARPC5L ASAP2 ATIC ATP5F1C ATP5MC3 ATP5MG ATP5PF ATP9A ATRX ATXN10 BARD1 BCAP31 BCCIP BCL2 BHLHE40 BIRC5 BLMH BLNK BUB1B BZW2 C1QBP C1orf54 CACYBP CALM1 CANX CAT CCDC90B CCNB2 CCND3 CCNG1 CCT3 CCT6A CCT7 CCT8 CD34 CD9 CD99 CDC25A CDK1 CDK4 CENPN CENPU CEP55 CEP57 CEP68 CETN2 CFAP298 CFDP1 CHCHD3 CHEK1 CITED2 CKS1B CKS2 CLNS1A CNBP CNPY2 COPS6 COX11 CPNE3 CREB1 CSNK2B CSRP2 CTBP1 CYB5A CYFIP1 CYTL1 DAD1 DARS1 DCTD DHFR DIMT1 DNTT DPH5 DPYSL2 DTL DUSP6 DUT DYNLL1 DYRK2 E2F8 ECI2 ECT2 EGR1 EGR3 EHBP1 EID1 ELAVL1 EMP1 ENO1 ENSG00000275616 EPRS1 ERG ESD ETFA FABP5 FBL FHL1 FLI1 FOS FOSB FRMD4B FXR1 GAPDH GBE1 GCSH GDI2 GGCT GGH GIMAP6 GINS2 GLO1 GMNN GMPS GNAI1 GOT2 GPI GPM6B GPX7 H3C10 H3C4 HACD1 HADH HAUS4 HDDC2 HEBP1 HMGA1 HMGB3 HMGN2 HMGN4 HMMR HNRNPA0 HNRNPA3 HNRNPA3P1 HNRNPC HPRT1 HPS4 HSP90AB1 HSPA8 HSPB1 IARS2 IDH2 IGFBP7 IGLL1 IMPDH2 ING2 INTS8 IPO7 ISOC1 ITGB3BP IVNS1ABP JADE3 JUN KCTD3 KDELR2 KIF11 KIF15 KLF4 LAPTM4B LAT2 LDHA LDHB LINC00342 LRIG1 LRPPRC LSM4 LSM5 LTA4H LXN MAD2L1 MAGED1 MARCKSL1 MCM2 MCM4 MCM5 MCM6 MCTS1 MDH1 ME2 MEF2C MELK MEST METAP2 METTL5 MIF MIS18A MLLT11 MME MPP1 MRC1 MRPL3 MRPS33 MRPS35 MTHFD1 MYB MYH10 MYO18A MYO5C NAP1L1 NASP NCAPG NDUFA10 NDUFA8 NDUFB5 NEK4 NELFE NHP2 NME1 NPM1 NREP NSD2 NUCB2 NUDT1 NUP37 NUSAP1 OLA1 OXCT1 PAICS PAK2 PARK7 PCCA PCCB PCLAF PCMT1 PCNA PDCD2 PDIA6 PDLIM1 PFKM PGD PGK1 PHYH PIGP PIN4 PKD2 POLE2 PPA1 PPIA PRC1 PRDX1 PRDX3 PRDX4 PRDX6 PRIM1 PRKCH PRKDC PRMT1 PRORP PRPS2 PRPSAP1 PSIP1 PSMA6 PSMB2 PSMB8 PSMB9 PSMD10 PSMD14 PSMG1 PTGDR PTTG1 PXDN RAB13 RACGAP1 RAD51 RAD51AP1 RBBP4 RBM8A RBMX RCAN1 RFC4 RGCC RHOA RPA1 RPL22 RPL23 RPL3 RPL31 RPLP0 RPP40 RRM1 RRM2 RSL1D1 RSU1 RTCA RTN3 SAP18 SCCPDH SCHIP1 SCP2 SDHC SEPTIN11 SERBP1 SERPINE1 SET SH3BGRL SHCBP1 SHMT2 SKIC8 SLC35E3 SLC5A3 SMC1A SMC2 SMS SNRPD2 SNRPD3 SNRPE SORD SPARC SPCS2 SPTSSA SSBP1 SSBP2 SSR1 SSRP1 ST13 STK32B STMN1 STOML2 TALDO1 TBC1D4 TBCA TCEAL4 TCF12 TCFL5 THOC7 TKT TMEM135 TMEM14A TMEM97 TOP2A TPGS2 TPI1 TRMT5 TTK TUBA1A TUBA1B TUBA1C TUBB TUFM TYMS UBE2L6 UGP2 UNG UQCRC2 VDAC1 VPREB1 VRK1 WASF1 ZFAND1 ZWINT RHEIN_ALL_GLUCOCORTICOID_THERAPY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RHEIN_ALL_GLUCOCORTICOID_THERAPY_UP ABCA1 ADAM28 AHNAK ALAS2 ANKRD11 AREG ASAH1 BIRC3 C15orf39 CA1 CD55 CEBPB CH25H CHPT1 CREM CRYBG1 CSTA CXCL8 CYTIP DDX17 DDX39B DEFA1 DEFA4 DIDO1 DUSP4 DUSP5 EZR FOSL2 G0S2 GABARAPL1 GABPB1-IT1 GLIPR1 GLUL GPR18 GPR183 GPR65 GRK5 GTPBP1 IDS IFNGR1 IL13RA1 IL1R2 IQSEC1 ITGAM ITPR3 KLF9 KLHL2 LTF LY86 LY96 LYZ MAP3K8 MAX MFN1 MIR22HG MNDA MS4A1 NOTCH2 NR4A2 P2RX5 P2RY10 PELI1 PTPRC RGS13 RGS2 S100A8 SEL1L3 SLC7A5 SWAP70 TCF25 TXNIP USP36 VNN2 ZNF165 ZNF331 ZNF571 RHODES_CANCER_META_SIGNATURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RHODES_CANCER_META_SIGNATURE ACLY AHCY CANX CBX3 CCT4 CCT5 CDK1 CDKN3 CKS2 COL1A2 COPB2 CRIP2 DVL3 E2F5 EIF4A3 FAP G3BP1 GFUS HDAC1 HNRNPA2B1 HSP90B1 HSPD1 HSPE1 IARS1 IFNGR2 ILF2 KDELR2 KPNA2 LDHA MANF MCM3 MMP9 MRPL3 MRPS12 MTHFD2 NCBP2 NME1 NONO NUP205 OGT PAFAH1B3 PAICS PCLAF PLK1 PPP2R5C PRDX4 PSMC4 PSME2 PTMA RBM4 RFC4 SDHC SMARCA4 SNRPE SNRPF SOX4 SSBP1 SSR1 TARS1 TGIF1 TOP2A TPX2 TRAF4 TUBB UBE2S RHODES_UNDIFFERENTIATED_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RHODES_UNDIFFERENTIATED_CANCER ADRM1 BIRC5 CCNA2 CCNB1 CCT6A CDC20 CDC6 CDK1 CDKN3 CEBPG CENPA CKS1B CKS2 COL1A2 CTSL CXCL9 DLGAP5 DPM1 EIF2S2 EZH2 FOXM1 GARS1 GAS6 GCLM GGH GPSM2 H2AX H2AZ1 HMGB2 IFI30 ILF2 KIF14 KIF23 KIF2C KPNA2 MAD2L1 MCM2 MCM3 MCM6 MELK MTHFD2 MYBL2 NCAPD2 NCAPH NME1 NUDT1 PCLAF PCNA POLR2K PRDX4 PSMB7 PSMD14 PSMD2 RAD21 RFC4 RPA3 SEC61B SLC16A1 SLC7A5 SSBP1 TAP1 TMSB10 TOP2A TRIP13 TUBB TUBB4A UBE2C UBE2S YBX1 RICKMAN_HEAD_AND_NECK_CANCER_A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RICKMAN_HEAD_AND_NECK_CANCER_A ADAM23 ADD2 ADGRE1 AFAP1-AS1 ANKRD6 ARNT2 AS3MT BCL2 CD200 CECR2 CENPV CLDN10 CLDN11 CLDN3 COL22A1 COL9A2 COL9A3 CRABP1 CRACD CXCL5 CYP24A1 CYP4X1 DAPL1 DLX1 DLX2 DMD EDAR ENSG00000280018 ERP27 FABP6 FDCSP FGF19 FRAS1 FRZB GABRP GARIN5A GPC4 GPR158 GPR27 HOXD13 HPGD HSPD1 IL13RA2 IL17RD LAMA1 LEMD1 LGR5 LGR6 LIFR LINC02984 LSAMP LTO1 MAP7D2 MOXD1 MYB MYCN NLGN4X NLRP7 NPTX2 NRCAM OCA2 ODAM OLFM1 PABPC4L PARM1 PCDHB2 PCOLCE2 PEG10 PENK PLCB4 PON3 POU2AF3 PPFIA1 PRAME PRRX1 PTX3 RASGEF1A RBP7 RNF150 RSPO3 SBSPON SELE SFRP1 SHISA2 SLC35F3 SOSTDC1 SPIB STAR STXBP6 SVIP SYNPO2 SYT13 TCIM TMEM108 TMSB15A TNFRSF11B TSPAN2 TSPAN8 TSPYL5 UCHL1 VASH2 ZIC2 ZNF483 ZNF704 ZNF711 RICKMAN_HEAD_AND_NECK_CANCER_B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RICKMAN_HEAD_AND_NECK_CANCER_B ARHGEF26 BBOX1 BCHE BEX1 CALML5 CCDC144NL-AS1 CDKN2A CDKN2B CLIC6 CNTNAP2 COCH COL11A1 COL21A1 COMP CSAG3 CT45A3 DANT2 EIF1AY ELF5 EYA4 GAGE1 GPC3 GTSF1 HLA-DQA1 HPS3 IGSF11 LINC01614 LRRC17 MAGEA10 MAGEA11 MAGEA2 MAGEA4 MAGEA9 MFAP5 MIR1245A MUC15 NLRP2 NRN1 NRXN3 OGN OMD PLAAT1 PNMA8A PRSS21 PTH2R SFRP4 SOST SPESP1 SYT1 TP53TG3 TXLNGY UGT8 USP9Y ZIC1 ZNF738 RICKMAN_HEAD_AND_NECK_CANCER_C https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RICKMAN_HEAD_AND_NECK_CANCER_C ABCA12 ADGRF4 AIM2 ALOX12B AMDHD1 AMFR ARL14 ASPRV1 CALB1 CALB2 CCNA1 CDA CDSN CNGB1 CNTN1 COL4A6 CPT1A CRCT1 CT69 CWH43 CXCL11 CYP27B1 DEFB4A DKK1 DNAH17 DSC1 DSC2 DSG1 ENSG00000260581 ENSG00000288062 ERAP2 EREG ESRG FABP4 FAM83A FLRT2 FLRT3 GAL GPR39 H2BC4 H4C8 HCG4 HLA-DRB4 HMGA2 HORMAD1 HOXA9 HSD17B2 IGFL1 IL12RB2 IL19 IL1RL1 IL24 IL36G IL36RN KHDC1L KLK10 KLK5 KLK6 KLK7 KRT1 KRT75 KRTDAP LCE3D LINC00460 LINC02577 MGST1 MLIP MMP13 MMP28 MT1M MUCL1 NANOS1 NEFL NEFM NOS1 NRG1 OLR1 PAQR5 PCDH7 POPDC3 PRR9 PSPH PTGS2 PTHLH RDH12 REEP1 RGS20 RNASE7 RNF128 RRAD S100A12 S100A7A SDR9C7 SERPINA3 SERPINB4 SERPINB7 SH3PXD2A-AS1 SLC2A1 SLC39A2 SLC6A14 SLC6A15 SLCO1B3 SLITRK6 SOD2 SPINK6 SPRR2G STEAP1B STEAP4 TCHH TDO2 TFPI2 TNC VEGFC WFDC12 WFDC5 ZBED2 RICKMAN_HEAD_AND_NECK_CANCER_D https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RICKMAN_HEAD_AND_NECK_CANCER_D ABI3BP AGR2 AZGP1 BPIFA1 BPIFB1 BPIFB2 CCL19 CLU DMBT1 DTNB-AS1 ELAPOR1 FOLR1 HLA-DQA1 HLA-DQB1 IGHA1 IGHD IGHV3-72 IGHV3-73 IGLV4-60 IGLV9-49 IRAG2 KLRB1 LTF MS4A1 MSMB MUC5B PIGR PRH1 PROM1 PRR4 SCGB3A1 SLC34A2 SORBS2 STATH TCN1 TF TFF3 TMC5 TNFRSF17 ZG16B RICKMAN_HEAD_AND_NECK_CANCER_E https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RICKMAN_HEAD_AND_NECK_CANCER_E A2ML1 AADAC ADGRF1 ADH1C ADH7 AKR1C1 ALDH1A1 ALDH3A1 ALOX12 ALOX15B C12orf54 CCDC190 CD177 CDH26 CEACAM5 CEACAM7 CEL CES1 CLCA4 CP CRNN CXCL17 CYP26A1 CYP2C18 CYP2E1 DUOX2 ENDOU EPHX3 FAM3B FAM83C FBN2 FGF13 FMO2 FMO3 GBP6 GDA GPR15LG GSTA1 HLF IGF2BP3 IL1RN IL36A KLK13 KRT24 KRT31 KRT4 KRT78 LINC01133 MAL MFSD4A MRAP2 MSLN MUC20 MUC4 NMRAL2P NPR3 NTRK2 NTS PADI3 PAX9 POF1B PRSS27 RARRES1 RASSF9 RPTN SCEL SERPINB13 SLC7A11 SLURP1 SLURP2 SOCS2 SPINK7 SPRR2C ST6GALNAC1 SUSD4 SYTL5 TGM3 TMEM45B TMPRSS11B TMPRSS11D TMPRSS11E TMPRSS2 UGT1A10 UGT1A8 UPK1B VNN1 VTCN1 WNT2B RICKMAN_HEAD_AND_NECK_CANCER_F https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RICKMAN_HEAD_AND_NECK_CANCER_F ABCA8 ACTA1 ACTC1 ACTN2 ANK2 ANKRD39 APOD CASQ2 CHGB CHRDL1 CKM CMYA5 CSRP3 CST1 CYP1B1 DCLK1 DDIT4L DES EEF1A2 ENO3 FHL1 HSPB3 IGF1 KLHDC7B KLHL41 MB MYBPC1 MYBPC2 MYH1 MYH2 MYL1 MYL11 MYL2 MYOT NEB NEXN PDK4 PKIA PLA2G2A PTGIS SLN SMPX STIMATE SYNPO2 THBS4 TNNC1 TNNC2 TNNI1 TNNI2 TPM1 TPM2 TPM3 TTN XIRP2 ZFPM2 RICKMAN_METASTASIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RICKMAN_METASTASIS_DN A4GALT ABCB9 ABHD17A ACTBP9 ACTR3 ADAM15 ADAMTSL4 ADCY7 AGAP3 AHNAK2 AKIRIN2 ALDH16A1 ALS2CL AMPD3 ANXA2P3 ANXA8 AP3D1 ARF1 ARHGEF12 ARPC5 ATG4D ATP2B4 ATP5F1D ATP6V1B2 AVPI1 BAIAP2 BAK1 BAP1 BCL2L1 BCR BICD2 BSG BTBD2 C15orf39 C1orf162 CACTIN CAMK2D CAMKK2 CAP1 CAPG CARM1 CASP1 CCM2 CD177 CD209 CD300LF CD44 CD58 CDCP1 CDKN1A CENPT CFAP251 CKMT1B CLK3 CORO1C COX6B2 DAPK3 DDA1 DENND1A DMTN DNM2 DOCK8 DOK2 DSC3 DSG3 DST DUSP7 EHBP1L1 ENDOG EPPK1 FAM53B FARSA FCER1G FLJ40288 FLOT2 FLYWCH1 FOSL2 FXYD3 FZR1 GAS2L1 GBP1 GBP2 GET3 GFOD1 GIPC1 GJB3 GNA15 GNLY GTPBP1 GUK1 HELZ2 HES7 HK1 HRAS HSD17B1 IFI16 IFITM1 IGSF3 IL18 IL18BP IRF6 ITGB4 JPT1 JUP KCNK1 KEAP1 KIAA1522 KLF13 KLHDC7B-DT KRT17 KRT5 KRT6A LAD1 LCP2 LMF2 LMNA LOC154761 LRRC8A LY6D MALL MAP2K2 MAP2K7 MAPK11 MAPK12 MAPKAPK2 MEF2D MEGF11 MIER2 MIR205 MIR205HG MIR210 MKNK2 MMP28 MOB3A MORC3 MPDU1 MPZL2 MRPL4 MTUS1 MUC1 MYCL MYD88 MYO1E MYO1G NAA80 NAV1 NDRG1 NDUFA4L2 NECTIN1 NECTIN4 NLRC5 NLRP1 NMRK1 NPM2 NUAK2 OGDH OSTF1 PAFAH1B2 PALMD PAX8 PCSK7 PDLIM1 PERP PGAM1 PHLDA3 PITPNM3 PKM PKP1 PKP3 PML POLR2E POTEKP PPP2R1B PRF1 PRODH PROM2 PRRG4 PSD4 PSMB9 PTAFR PTGIR PTGS2 PTK2B R3HDM4 RAB7B RALGDS RASSF5 RBM34 RDX RGS14 RHOA RHOF RHOG RHOV RNF126 RNF19B RNH1 RPS6KA4 RXRA S100A11 S100A14 S100A16 S100A2 S100A6 S1PR5 SCAMP2 SCO2 SDC1 SECTM1 SEMA3F SFN SGMS1 SGPL1 SH3BGRL3 SH3GL1 SH3GLB2 SLAMF8 SLC16A3 SLC19A1 SLC27A3 SLC2A1 SLC6A8 SNX33 SPATA24 SPI1 SPRR1B SPRYD7 ST6GALNAC4 STARD10 STPG1 STXBP2 TAGLN2 TAP1 TAP2 TBC1D10A TBC1D2 TBC1D22A TFEB THOP1 TIRAP TMEM259 TNFAIP8 TNFSF9 TNPO2 TOM1L2 TPM4 TRAFD1 TRAPPC1 TRIM29 TRIR TSPAN14 TSPO TUFT1 TXN TYMP UBAP2L VASP ZAP70 ZBTB7A ZBTB7B ZDHHC12 ZMAT5 ZNF750 RICKMAN_METASTASIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RICKMAN_METASTASIS_UP ABCB7 ABCD4 ABI2 ACACB ACP1 ACVR1B ACVR2A ADAM17 ADAMTS9 AGFG1 AHI1 AKAP1 ALDH6A1 ALS2 AMZ2 ANG ANKRD40 APBA2 APOLD1 APOOL APPBP2 ARL16 ARL17A ARMCX1 ARMCX3 ARMCX6 ASB3 ATAD2B ATP9A ATRX ATXN3 B4GALT5 B4GAT1 BBOF1 BBS9 BDH2 BEND7 BEX1 BEX2 BEX3 BEX4 BEX5 BOC BOLA1 BORCS5 BUD23 C14orf132 C17orf80 C18orf21 C1orf56 C2CD5 CADM1 CAND1 CAND2 CBFA2T2 CCDC43 CCNB1IP1 CCP110 CCT6P3 CDCA3 CDK5RAP3 CENPBD1P CENPS CETN2 CHST10 CKAP5 CNPY2 COPS8 COX11 CREB1 CSTPP1 CTCF CYB5RL DCUN1D1 DDIT3 DDR2 DHX35 DHX8 DIS3L2 DNAJB11 DNAJC18 DNAL1 DPY30 DTX3 DTX4 DYRK2 DYRK4 E2F6 EDAR EEF1B2 EFCAB11 EFHD1 ELP2 EMC1 EP400 EPC2 EPM2AIP1 ERCC8 ERVK3-1 ETV4 ETV5 FAM133B FAM13B FAM161A FAM229B FAM234B FARP2 FASTKD2 FGF19 FIP1L1 FRZB GABARAPL1 GAS7 GATC GCAT GEM GGT7 GIGYF2 GIHCG GLRX5 GNAS GPR19 GPR89B GPRASP2 GPRASP3 GPRC5B GXYLT2 H2BC8 HEBP1 HIRIP3 HJURP HNRNPH1 HNRNPUL2 HSD17B11 HSD17B12 IDH1 IFT43 IFT52 ILKAP INO80D INO80D-AS1 IPO8 ISCA2 ITGA9 ITGB5 ITGBL1 JAGN1 JAM3 KAT14 KAT8 LAMA2 LCLAT1 LGR6 LINC00888 LINC02893 LMAN2L LMLN LMTK2 LNP1 LRP4 LRP6 LRRC23 MAGEE1 MAGEF1 MAGEH1 MAGI2 MARVELD2 MDM1 MECP2 MEST METTL21A METTL7B MFAP3L MFF MGA MGP MMGT1 MOB1B MORN2 MPDZ MPHOSPH10 MRPL1 MRPL44 MRPS35 MSH5 MSL2 MTA3 MTERF2 MTERF4 MTHFSD MUTYH NAP1L5 NAT10 NAT9 NBR1 NCL NDUFAF7 NDUFS1 NEK9 NEPRO NKAP NMT1 NOL9 NOP58 NUDT4 NUDT7 NUDT9 NUP107 NUP54 OSCP1 PABPN1 PAIP2B PAPOLA PARL PASK PDIA4 PDRG1 PDXDC1 PDZD11 PFKM PGRMC1 PHB1 PHC1 PILRB PKP4 PLCB4 PLEKHA5 PMS2 PNN PPIG PPM1D PPWD1 PRCP PRKD1 PRR3 PSMD1 PSMD10 PXDN QPCT RAD17 RASL12 RASSF8 RBBP6 RBM15 RBM25 RBMX2 RETREG2 RLIM RNASEH1-DT RNF25 RNF32-DT RPE RPL13P5 RPL22 RTF2 RXYLT1 SALL2 SALL4 SCFD2 SDAD1 SEC14L4 SEC62 SENP2 SEPHS2 SFMBT1 SH3BGRL2 SH3RF3 SHE SLC11A2 SLC16A10 SLC16A4-AS1 SLC22A17 SLC25A14 SLC25A33 SLC37A3 SMARCA1 SMIM10L1 SNED1 SNF8 SNHG14 SPATA7 SPEN-AS1 SRSF6 ST13 STAG2 SUMO1 SUPT7L SVIP TAF1C TAF9B TAFA5 TCEAL4 TCEAL8 TCTN3 TFAM TFDP2 THOC2 TIGD1 TIGD7 TMED8 TMEM128 TMEM18 TMEM201 TMEM97 TMLHE TMX4 TP53BP1 TPST1 TRIP12 TSPAN6 TTC17 TTC5 TTLL5 TXNDC15 UBFD1 UPF3B USP13 USP51 VBP1 VHL VKORC1L1 VPS45 VSTM4 WDCP WDR12 YARS2 YIPF6 YTHDC1 ZBTB14 ZBTB33 ZFHX3-AS1 ZFP90 ZMYM3 ZMYND11 ZNF133 ZNF24 ZNF26 ZNF263 ZNF271P ZNF397 ZNF449 ZNF606 ZNF621 ZNF704 ZNF711 ZNF75A ZNF764 ZNF789 ZNF92 ZSCAN26 RICKMAN_TUMOR_DIFFERENTIATED_MODERATELY_VS_POORLY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RICKMAN_TUMOR_DIFFERENTIATED_MODERATELY_VS_POORLY_DN ANP32A CCT3 CD8B CENPF CSPP1 H4C3 IPO9 JRK LUC7L3 MCM3 SRRT SRSF1 SRSF3 TGIF2 TMEM70 UCK2 RICKMAN_TUMOR_DIFFERENTIATED_MODERATELY_VS_POORLY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RICKMAN_TUMOR_DIFFERENTIATED_MODERATELY_VS_POORLY_UP ABHD14A ABHD5 ADAM12 ADAMTS2 ADCY7 ANAPC1 ANXA2R AP1M2 ARF4 ARHGAP32 ARL8B ATP6V0E1 B3GNT9 BEND3 BOK BSPRY C19orf48P C1QTNF3 CARD6 CCNF CDC25C CELF1 CHCHD10 CHMP2B CMTR1 COL3A1 COL5A2 CPEB4 CPM CPZ CTSK DENND1B DNASE1L1 DPYD DUSP3 E2F3 ECM2 EIF2S2 EMG1 ENTPD3 FANCI FBN1 FUS FUT11 GALNT10 GLB1 GLT8D1 GLT8D2 GPR160 GPR161 HDGFL3 HEATR5A IDS IL13RA1 IMPDH1 IPO5 IRAK4 KDELR3 KNTC1 LIPH LOC154761 LRRC15 MAFK MAN2A1 MARCHF2 MFRP MFSD8 MRM3 MXRA5 NAGA NAT10 NBL1 NCAPG NECTIN4 NPDC1 NR1D1 NSF OCEL1 OLFML2B ORC1 PAFAH2 PGLS PHACTR2 POP4 PPIC PRKCH PRMT1 R3HDM4 RAB11FIP1 RAB3D RAMP1 RPS15A RPUSD2 S100A6 SH3BGRL3 SH3GLB1 SH3PXD2B SIAE SLC12A6 SLC44A2 SLITRK6 SNRPA SNRPA1 SNX19 SNX24 SRPX2 SRSF2 SRSF3 STX12 SVEP1 SYTL2 TACSTD2 TEDC2 TLR2 TMPRSS4 TOM1 TRAK1 TRIP11 VAMP4 VAT1 VLDLR YIPF2 YPEL5 ZNF286A ZNF469 RICKMAN_TUMOR_DIFFERENTIATED_WELL_VS_MODERATELY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RICKMAN_TUMOR_DIFFERENTIATED_WELL_VS_MODERATELY_DN AFAP1L1 AGPAT4 AJAP1 AJUBA ANGPT2 APBB2 APLN AREG ARPC5L ARRDC4 ASCC3 ASPRV1 BNC1 CARD10 CARHSP1 CAV1 CCDC85C CDC42EP2 CDCP1 CDH22 CDKN1A CDSN CFAP251 CNGB1 CT69 CYP26B1 DEFB103B DEFB4A DEPDC7 DMKN DNAJB5 DSG1 DUSP14 EHD4 ETS2 FAM83B GDPD2 GJB2 GOLGA7B GPR39 GPR68 H2BC4 H3-3B HIF1A HOMER3 IFFO2 IL1A IL22RA1 IL24 IL36RN IMPA2 IPPK KCTD5 KLC1 KLHDC7B-DT KLK10 KLK5 KLK7 KLK8 KRT14 KRT16 KRT17 KRT6B KRTDAP LCE3D LIMA1 LRFN4 LUZP1 LYPD5 MAP4 MAPK6 MMP1 NEDD4 NIPA2 NOCT NRBF2 NRG1 NUMB OXSR1 PAQR5 PDPN PERP PI3 PKNOX1 PLEK2 PPARD PPP2R2C PRR9 PSME3 PTGS1 PTP4A1 RAB31 RNASE7 RPS6KB2 RRAS2 S100A2 SDR9C7 SFN SH2D5 SLC28A3 SPRR1B SPRR2G SPTLC1 SQOR TEAD4 TNS4 TRAF3IP2 TTLL11 TUBA4A TUBB6 USP15 WFDC12 WFDC5 RICKMAN_TUMOR_DIFFERENTIATED_WELL_VS_MODERATELY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RICKMAN_TUMOR_DIFFERENTIATED_WELL_VS_MODERATELY_UP ABCC5 ABHD12 ACSS1 AHSA2P ALDH5A1 ANKH ARHGEF26 ASB3 ASXL2 ATAD2B ATRAID BCL11A C2CD5 CAPS CCT6P3 CHPT1 CLCA4 CLN3 CNPY3 COMMD7 CYP4X1 DIPK2A DNAJC4 DZIP3 E2F5 EDEM2 EEIG2 EML4 ENPP4 ETNK2 EYA2 EZH1 FAM117A FAM118A FAM171A1 GATM GGA2 GGT7 GLCCI1 GPD1L GSTM4 HEATR5B HEY1 IFT172 IGFBP5 IQCB1 JTB KAT6B KAT7 KRT13 KRT4 LBH LEF1 LMO4 LPIN1 MAP2K6 MAP7D2 ME2 MECOM METTL7A MRPL33 MSI2 MYB MYLIP NCOA1 NPRL2 P4HTM PASK PBX1 PDCD4 PHF8 PIK3R3 PLCB1 PLCB4 PRKAR2B RARB SCPEP1 SERTAD4 SFT2D3 SLC27A1 SMDT1 SOS1 SP4 SRSF7 SSBP2 SUOX SUSD4 SYNPO2 TARBP1 THAP9-AS1 TIFA TMEM150C TMTC2 TMX4 TRAF5 TRIM2 TSPAN6 UBL3 USP21 WBP1 ZBTB18 ZDHHC2 ZNF207 ZNF513 ZNF550 ZNF704 ZNF747 RICKMAN_TUMOR_DIFFERENTIATED_WELL_VS_POORLY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RICKMAN_TUMOR_DIFFERENTIATED_WELL_VS_POORLY_DN ABCA12 ABHD5 ABHD6 ADAM12 ADAMTS14 ADAMTS15 ADCY7 ADGRF4 ADM AFAP1L1 AGPAT4 AHNAK AHNAK2 ALAS1 ALS2CL ANKRD13A ANKRD9 AP1M2 AP3S1 ARF4 ARHGEF37 ARL4D ARL8B ARRDC4 ASPRV1 ATL3 ATP6V0D1 ATP6V0E1 B3GNT9 BACH1 BAK1 BICD2 BMP1 BNC1 BSG BZW1 C1QTNF6 C1orf116 C4orf3 C6orf132 CA12 CALM1 CARD10 CARD6 CARHSP1 CASP4 CAVIN1 CC2D1B CCDC85C CCL24 CD36 CD44 CDC37 CDC37L1 CDCP1 CDKN1A CDSN CEMIP CERS3 CFAP251 CISH CLCA2 CLIP1 CNGB1 COCH COL5A3 CORO1C CPEB4 CPM CRYBG2 CSNK1A1 CSNK1E CT69 CWH43 DAPK3 DCBLD1 DCUN1D3 DDA1 DESI1 DHRS7 DLGAP4 DNAJB5 DOCK6 DSC1 DSP DUOXA1 DUSP14 DUSP7 DYNLL1 EGLN3 EHBP1L1 EHD1 EHD2 ELL2 ELMOD2 ELOF1 EPPK1 ERAP2 EREG ERO1A EVI5L FABP5 FAM114A2 FAM131B-AS2 FAM83A FAT2 FAXDC2 FBLIM1 FBXO8 FEM1C FHIP1A FKBP14 FKBP15 FLJ20021 FRMD6 FST GALNT10 GAS2L1 GDPD2 GIPC1 GJB2 GJB6 GLIPR1 GM2A GNA15 GNAI1 GOLGA5 GOLGA7B GOLT1B GPM6B GPR157 GPR68 GRHL3 GSDMC GSKIP HBEGF HERC4 HES2 HIF1A HMOX2 HOMER3 HPSE HRH1 HSD17B1 HTRA1 HYCC1 IFFO2 IGFBP6 IGFL1 IGFL2 IL13RA1 IL1A IL20RB IL36RN ILVBL IMPDH1 INHBA INPP4B IPPK ITPRID2 ITPRIP IVL JPT1 JUP KCNK10 KCNK6 KCTD10 KCTD11 KCTD5 KDELR3 KLC1 KLC3 KLF10 KLF6 KLF7 KLHL18 KLK10 KLK11 KLK7 KLK8 KRT14 KRT16 KRT17 KRT5 KRT6A KRT6B KRT80 LCE3D LDHA LIMA1 LINC00520 LINC02762 LOC154761 LPAR5 LPCAT2 LRFN4 LRRC59 LRRC8C LRRC8E LRRFIP1 LTB4R LUZP1 MAFB MAFK MAN2A1 MAP4 MAP7D1 MAPK1 MAPK6 MAST4 MCOLN1 MCUB MEAK7 METRNL MFAP3 MICALL1 MKNK1 MMP1 MMP10 MRC1 MRPL4 MSRB1 MTF1 MTPN MTRF1L MXD1 MYD88 MYO5A N4BP1 NABP1 NACC1 NDEL1 NECTIN4 NGEF NIPAL4 NLRX1 NPEPPS NR1D1 NRBF2 NRG1 NT5E NUMB NUP50 NUP50-DT OCEL1 ORMDL2 OSBPL10 OSTM1 OVOL1 OXSR1 P4HA2 PAM PCDH7 PCSK7 PCYT1A PDCD6IP PDPN PERP PGGT1B PHACTR2 PIP4K2C PLAUR PLBD2 PLEKHB2 PLEKHM1 PLIN3 PLS3 PNP PPARD PPIC PPP1R1C PPP2R5B PRDM1 PRR9 PSD4 PSMD12 PTBP3 PTGFRN PTGS1 PTHLH PXN R3HDM4 RAB10 RAB31 RAB38 RAB3D RAB8A RARS1 RCAN1 REEP5 RHOV RIC1 RNASE7 RNF39 S100A2 S100A6 S100A8 SAR1A SAR1B SBDS SDC1 SDCBP2 SDR9C7 SEMA4B SERINC2 SFN SGMS2 SH3BGRL3 SH3PXD2B SHFL SLAMF9 SLC27A4 SLC2A1 SLC30A4 SLC31A1 SLC31A2 SLC35F6 SLC38A7 SLC39A3 SLC44A1 SLC7A5 SLC9A1 SMIM12 SMTN SNRK SNX33 SPRR1B SPRR4 SPTLC1 SQOR STARD5 STK17A STON2 STRN3 STX12 SYNPO TANC2 TANGO6 TCP11L1 TES TEX2 TICAM1 TINF2 TMCC3 TMEM154 TMEM40 TMEM79 TMSB10 TNFAIP1 TNS4 TOM1 TP63 TPM4 TRAPPC3 TREM1 TRIM7 TRIP11 TSPAN5 TTC39B TTLL11 TUBA4A TUBB6 TWF1 TXNDC17 UBAP1 UBE2A UBE2L3 UBE2Q2 ULBP2 UPP1 USB1 USP15 VAMP3 VLDLR WASL WDR83OS YIPF2 YIPF5 YKT6 ZBED2 ZC3HAV1 ZDHHC3 ZDHHC5 ZNF750 RICKMAN_TUMOR_DIFFERENTIATED_WELL_VS_POORLY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RICKMAN_TUMOR_DIFFERENTIATED_WELL_VS_POORLY_UP ABHD12 ABI2 ACACB ACSS1 ACVR2B AGBL5 AGO2 AHCTF1 AHSA2P ALDH1A1 ALDH2 ANKRD46 ANP32A ARHGAP19 ARHGEF26 ASB3 ATF7IP2 ATP2C1 ATP5F1A ATP5MC2 ATP6V0E2 B3GALNT1 BCL11A BCL7A BOLA1 BTN2A2 C2orf68 C5 CABYR CACYBP CAPS CBFA2T2 CCDC28B CCDC74A CCL19 CCT3 CCT6P3 CCT7 CD8B CENPF CENPS CENPV CEP70 CGNL1 CHCHD6 CHD1L CHPT1 CLASRP CLDN11 COMMD7 CREB3L4 CSPP1 DDX17 DNMT3A E2F5 E2F6 EARS2 ECHDC2 EEF1D EFHC1 EIF3L EMID1 EML4 EPB41 ERO1B ETV5 FAM117A FAM118A FAM13B FAM171A1 FARP1 FBL FLVCR1 FRMD4A FRZB FUBP1 FZD7 GATAD2B GCFC2 GCNT2 GFPT1 GINS1 GLCCI1 GMCL1 GNAS GPR161 GSTM4 GTF3A H1-10 H4C3 HNRNPLL HNRNPU HOXC9 IARS2 IFT122 IMMT IPO9 IRF2BP2 ISYNA1 ITGB2-AS1 JRK KLHL12 LBR LGR6 LIFR LIPT1 LMO4 LPIN1 LRP6 LRRC14 LTB LUC7L3 MAN2A2 MAP2K6 MAP7D2 MAT2A MCM3 MDH1 MDM4 MECOM MED12 MEX3A MGAT3 MSH6 MSI2 MSL2 MTMR1 MUTYH MVB12B MYB MYCN MYNN NAP1L1 NASP NCBP2 NCOA5 NCOR1 NEMP1 NEO1 NEPRO NFYA NINL NONO NOP53 NPB NR2F1 NUCKS1 OARD1 OCA2 OGT OPLAH PARP1 PBX1 PDCD4 PHC1 PHKA2 PKDCC PKP4 PLCB4 PNISR POGZ POLR2B PPM1B PSMB4 PTCH1 RABL2B RBM39 RMI2 ROBO1 RPIA RPL17 RPL23 RPL35A RPL5 RPS27 RPS7 SBK1 SCARA3 SEMA6A SEPHS1 SFPQ SFT2D3 SFXN2 SHROOM3 SIM2 SLC25A6 SLC45A4 SLC5A6 SMC4 SMCHD1 SNCAIP SNHG6 SNRNP200 SNRPE SOS1 SPAG5 SPRY2 SRRT SRSF1 SRSF3 SRSF6 SRSF7 STARD7 SYNPO2 TARBP1 TENT4A TERF1 TFDP2 TGIF2 TGS1 TMEM70 TMEM97 TMPO TNRC18 TNRC6C TOMM20 TOMM70 TRA2B TRAF3IP3 TRAF4 TRAF5 TRAPPC6A TSPOAP1 TTLL4 UBE2T UCK2 USP21 VARS2 WBP1 XPO1 ZBED5 ZBTB39 ZCCHC3 ZNF180 ZNF251 ZNF322 ZNF496 ZNF704 ZNF740 ZNF747 ZNF764 ZNF875 RIEGE_DELTANP63_DIRECT_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RIEGE_DELTANP63_DIRECT_TARGETS_UP ABTB3 AK4 ARHGAP23 ARHGAP25 ARHGDIB ASCC3 AURKB BRCA1 BTBD10 CARD10 CCNK CCT4 CD44 CDC42SE1 CDCA4 CDCA7 CHAF1A COL17A1 CRKL CSTA CYP27B1 DRAP1 DUSP11 DUSP6 DUSP7 EHD4 ERCC6L ESRP1 FABP5 FANCI FAT2 FERMT1 FEZ1 FGFBP1 FLOT2 FOSL1 FRMD4B FSCN1 GINS3 GM2A GNA15 GPX2 GSDME GSTP1 HAS3 HMGA2 HRAS HSPA4L IFI16 IL1B IL4R ILRUN INPP1 IRF6 ITGA6 JAG1 KCTD12 KIAA0930 KIF14 KIRREL1 KIZ KREMEN1 LAD1 LDLR LIG1 LPAR3 LRRFIP2 MALT1 MAPK6 MAPKBP1 MAST4 MCM3 MMP14 MMRN2 MREG MYO10 MYO19 MYO5A NCAPH2 NDE1 NDST1 NECTIN1 NIPAL4 NOM1 NRCAM NRG1 OAS3 ORC1 PA2G4 PAK1 PPFIBP1 PPIF PPP4R4 PROCR PTHLH PTTG1 QSOX2 RAB38 RAD51C RAPGEF5 RASSF6 RFX7 RGS20 RNASE7 RRP12 S100A2 SDC1 SERPINB13 SFN SH3PXD2A SLC1A5 SLC2A9 SLC37A2 SMAD5 SMTN SNCA SPATS2 SSRP1 STK17A STX6 TCOF1 TGFB1 TMEM237 TMEM40 TOMM34 TRIM7 TRIP13 TSPAN5 TSR1 TYMS UCK2 UTP4 VSNL1 WDFY2 XDH YAP1 YES1 ZFP36L2 RIGGINS_TAMOXIFEN_RESISTANCE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RIGGINS_TAMOXIFEN_RESISTANCE_DN ABAT ACADM ACOX2 ADAM10 ADAM9 ADCY3 AKAP11 AKR1C1 ALB ALCAM ANXA3 AOPEP AP1AR APBB2 APOD APOL6 ARFGEF1 ARHGAP12 ARID5B ATP2C2 ATP8A2 ATXN1 AZGP1 BASP1 BTBD3 CARD10 CASK CD302 CD47 CDH3 CEBPD CISH CLGN CLK1 CLUAP1 CNN3 CNR1 COL3A1 COMMD8 CPD CREBZF CRYBG1 CTNND2 CTSO CUL3 CXCR4 CYP1B1 DDX60 DGLUCY DHRS2 DLG1 DNAJC15 DSG2 DSP EEF1A2 EFHD1 EFR3A EIF1AX EIF2AK2 ELOVL2 EMP1 ENC1 ESR1 FAT1 FRYL GJA1 GREB1 GSAP GTF2E1 GTF2I GULP1 HMGCS1 HS2ST1 HSPA4L IFI27 IFI6 IFIH1 IFIT5 IFITM2 IFITM3 IGF1R IGFBP5 IL17RB IL6ST INPP4B INSIG2 IRF9 ISG15 KIAA0232 KIF5C KLF4 LAMP2 LAP3 LAPTM4B LGALS3BP LGALS8 LRBA LTBP3 MAP3K7 MAPKAPK2 MFAP3L MMP16 MRFAP1L1 MRPS30 MSX1 MUC1 MXI1 MYOF NAA15 NAB1 NAMPT NAT1 NBPF14 NCK2 NEBL NEDD9 NFE2L3 NFU1 NFYB NIPSNAP2 NMI NNT NPY1R NRCAM NT5DC2 NUDT4 OAS1 PALLD PAPOLA PDE10A PDLIM3 PDLIM5 PDS5A PEG10 PHTF2 PIK3R1 PLAAT4 PLCB1 PLCB4 PLEKHA5 PLEKHB1 PMAIP1 PMS1 PPAT PRNP PSD3 PTPN11 PTPN12 PYGL RAB31 RAB38 RABGAP1L RAI14 RAI2 RANBP2 RAPGEF2 RBM47 RBMS1 RBPJ RETREG1 RGS2 RPS6KA2 S100A8 SATB2 SCARB2 SCCPDH SCGB2A2 SCN1A SCNN1A SEMA3C SERINC5 SERPINA3 SERPINA5 SHTN1 SIGLEC15 SLBP SLC1A1 SLC30A9 SLC35A3 SLC39A6 SLC5A3 SLTM SMARCA5 SNRK SOX9 SP3 STAT1 STC1 STC2 STEAP3 SYBU SYT1 TACC1 TBC1D9 TCEAL9 TESMIN TFF1 THAP9-AS1 TIMP1 TM4SF1 TMEM123 TMEM33 TNFSF10 TRGC1 TSPAN5 UBA6 UBE2K UBE2L6 UBXN4 UGCG UGDH UGT1A10 UPF3B UXS1 VAV3 VPS13B WAC ZBTB18 ZFP36L1 ZNF148 ZNF217 RIGGINS_TAMOXIFEN_RESISTANCE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RIGGINS_TAMOXIFEN_RESISTANCE_UP ADCY1 ALDH3B1 AMBP ARHGAP26 ARMCX2 ARMCX3 ARMCX6 ASB13 BAG1 C4A CACNA1I CELSR2 CHST8 CITED1 COLEC12 CTSA CTSD DGKZ ESRRG ETFB FASN FGFR4 FGR GALNT6 GATA4 GP2 GPC4 H1-2 H2AC8 H4C12 HGD HMGCS2 IGFBP3 KCNMA1 KRT13 LAMA4 LRP4 LRRC15 MGST3 MSN NDST4 NHERF1 OGFRL1 PFN2 PMP22 PRODH PTGES PTP4A1 RAPGEFL1 RET RGS3 SEC61A1 SERPINA1 SLC16A2 SLC27A2 SLCO2A1 SPINK4 SPRY4 SRPX ST3GAL5 STARD8 TGFBR3 TMEM45A TNIK TPM1 WDR45B WNT4 RIGGI_EWING_SARCOMA_PROGENITOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RIGGI_EWING_SARCOMA_PROGENITOR_DN ABHD2 ADAM12 ADORA2B ALDH1A3 ANLN ANXA10 APCDD1L ASPHD2 ASPM AVPI1 BACE1 BDKRB1 BEND6 BICC1 BIRC5 BMAL2 BMP4 BNC2 BUB1B C1R C1S CA12 CARD10 CCBE1 CCN4 CCN5 CD44 CDCA3 CDCP1 CEP126 CEP55 CHI3L1 CHI3L2 CLDN11 CLGN CLU COL10A1 COL14A1 COL6A2 CRYBG1 CSGALNACT1 CUL4B CXCL12 CXCL6 DCN DEPDC1 DEPDC7 DHRS3 DLGAP5 DNM3OS DPYD DPYSL3 DUSP4 EBF1 ECM1 ECM2 EGFR ETV1 F2RL1 FAM111A-DT FAM83D FAR2 FBLN1 FGF7 FHOD3 FIBIN FST GALNT12 GALNT15 GATA6 GDF5 GFPT2 GLCCI1 GLT8D2 GNG2 GPC6 GPER1 GPSM2 GSAP GULP1 GXYLT2 HAS2 HAS3 HEG1 HEPH HGF HLA-DPA1 HNMT IFT80 IGF2 IGFBP6 IL13RA2 IL1R1 ITPR3 KCNJ15 KCNK2 KCTD4 KITLG KRTAP1-5 LACC1 LAMA4 LINC00511 LINC00840 LINC00968 LPXN LRRFIP1 LUM LURAP1L LXN MAB21L2 MAP3K4-AS1 MELTF MIR100HG MIR210 MIR214 MIR31HG MME MMP16 MOXD1 MRGPRF NAMPT NAP1L1 NEDD4L NR1D2 NREP NRP1 NRP2 NUSAP1 OSR1 PAMR1 PBK PCLAF PCOLCE2 PDE1A PDE4B PDE7B PDGFRA PDK1 PDK4 PDZRN3 PIEZO2 PLCB1 PLPP3 PPL PPP1R3C PRC1 PRG4 PRRX1 PSD3 PTGER2 PTGFR PTGIS PTGS1 PTN RAB27B RARRES1 RNF24 RPS6KA2 RRM2 RUNX2 SCARA3 SCRG1 SERPING1 SFR1 SFRP4 SHCBP1 SLC12A8 SLC2A12 SLC2A5 SLIT3 SMKR1 SNX9 SOBP SPON1 SRGAP1 SRPX STC1 STC2 STEAP1B SVEP1 TANC2 TGFBR3 TMEM158 TMEM171 TNFRSF19 TOP2A TRIOBP TSHZ1 VCAN VEPH1 WLS ZDHHC2 ZNF395 ZNF503 ZNF521 RIGGI_EWING_SARCOMA_PROGENITOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RIGGI_EWING_SARCOMA_PROGENITOR_UP A2M ABCA5 ABHD6 ACACB ADAMTS3 ADARB1 ADGRE2 ADGRG2 ADRB3 AKAP7 AKR1B10 ALDH5A1 ALDH7A1 ALG6 ALK ANKRD1 ANKS1A AP4B1 APELA AQP3 ARHGDIB ARHGEF6 ASAP1 ATG16L1 ATP11B ATP1A1 BAMBI BCL11B BHLHE22 BHLHE41 BRINP1 BST2 BTG2 C15orf48 C1orf226 C3AR1 C5 CACHD1 CADPS2 CALCA CALCB CARD16 CASP1 CCDC171 CCND2 CD14 CD274 CD36 CDC37L1 CDH11 CDH4 CDK14 CDS1 CEACAM1 CEP112 CES1 CHCHD10 CITED2 CLCA1 CLCA2 CLDN1 CLIC3 CLSTN2 COL11A1 COL21A1 COL4A4 COLGALT2 CORIN CREM CRIP1 CRIP2 CRYAB CRYGS CSPG5 CSRNP3 CST6 CTSH CTTNBP2 CYP26B1 CYP2R1 CYP4F22 CYTL1 CYYR1 DAB1 DAPK1 DCLRE1B DGKD DKK2 DLG2 DMD DNAJC12 DUSP5 DUSP6 DUSP7 EBF2 ECRG4 EDNRA EFHD1 EFHD2 ENPEP ENPP1 ENSG00000288658 ENTPD3 EPHA3 EPHA4 EPHB1 ERFE EVA1C EXOSC4 EZH2 F2R FABP4 FADS3 FAM107B FAM43A FAM43B FARP1 FAT3 FAT4 FBLIM1 FCGRT FGF18 FLRT2 FLRT3 FMOD FNBP1 FOS FREM1 FRK FRZB FZD1 FZD4 FZD8 G0S2 GABRQ GALNT3 GATA2 GCH1 GDF15 GDF7 GFRA2 GIMAP2 GIMAP8 GLCE GLG1 GNA14 GP1BB GPD2 GPR137B GPR17 GPR37 GPX3 GRIA2 GRIK2 GRK5 GRP GYG2 H2AC6 H2BC12L H2BC4 H2BC5 H2BC6 H2BC7 H4C8 HBEGF HDAC9 HES1 HIVEP3 HLA-E HMCN1 HS6ST1 HSD17B2 HSPB2 HSPB8 HVCN1 ICAM1 ICAM2 ID2 ID4 IFI44 IFITM1 IGDCC4 IGF1 IGFBP2 IGFBP5 IGSF3 IKZF2 IL13RA1 IL1RAP ISYNA1 ITGA4 ITGAM ITGB2 ITGB2-AS1 ITM2A JAG1 JAG2 JAK1 JAK3 JARID2 JCAD JPH1 KALRN KASH5 KBTBD8 KCNE3 KCNE4 KCNK3 KDSR KIAA1217 KIAA1549L KIT KLHL13 KMO KRT17 KRTAP4-9 L3MBTL3 LAMB3 LANCL3 LAPTM5 LBH LDB2 LEF1 LGALS8 LIN7B LINC00839 LINC01503 LINC02762 LINGO1 LMO2 LMO3 LMO4 LPL LRATD1 LRATD2 LRFN5 LRP8 LRRC4C LRRN3 LSM8 LYPD1 MAFB MALAT1 MAMDC2 MAP3K5 MAP7D2 MAPRE2 MAPT MARCHF1 MARCKSL1 MCAM MCUR1 MEIS1 MFAP4 MMP1 MMP13 MMP8 MMP9 MRAP2 MROH2A MSX1 MYO10 MYOM2 NELL2 NFATC3 NGFR NKX2-2 NLGN4X NOS1 NPR3 NPTX2 NPY1R NR0B1 NR2F1 NR3C2 NRCAM NRK NT5DC1 NTNG1 NTRK1 NUDT11 ODF2L OLFM3 OLFML3 OPCML OPN3 P2RX7 PADI2 PAG1 PALM2AKAP2 PAQR5 PARM1 PBX1 PCDH17 PCDH7 PCDH9 PCGF5 PCSK2 PDGFA PDLIM1 PEG3 PGF PGLYRP2 PGM2L1 PIK3R1 PKP1 PLA1A PLA2G4C PLCG2 PLXDC2 PNOC POC1B PODXL PPFIA3 PPP1R14A PRELP PREX1 PRKCB PRR5L PRSS23-AS1 PRSS35 PRXL2A PSTPIP1 PTGDS PTGER3 PTGER4 PTGS2 PTPN13 PTPN22 PVR RAMP1 RAPH1 RARRES2 RBM24 RCOR1 REEP1 RELN RGS18 RGS2 RGS5 RIMKLB RNASET2 RNF141 RRAGD RSPH3 RUBCNL S1PR3 SAMD5 SCIN SCNN1G SEC14L1 SEL1L3 SEMA6D SERPINB9 SH2B3 SH3GL3 SH3TC1 SHISA3 SHISA9 SIGLEC15 SLAIN1 SLC15A2 SLC17A7 SLC24A3 SLC26A2 SLC35F2 SLC39A8 SLC5A6 SLCO5A1 SLFN11 SLFN12 SLIT2 SMARCC1 SORD SOX2 SOX6 SPATA13 SPP1 SSBP4 ST6GAL1 STAR STAT4 STEAP1 STEAP2 STEAP3 STING1 STK32B STMN3 STMN4 SULT1A2 SV2B SYNPR TALAM1 TBX3 TBXA2R TCF12 TCF4 TCF7L1 TDO2 TGFA TGFB1 TM4SF20 TM6SF1 TMEFF2 TMEM132B TMEM178B TMEM37 TNC TNFSF15 TNNT1 TOX2 TRDN TRHDE TRIB2 TRIM35 TRMT9B TRPM4 TSPAN11 TSPAN13 UBE3D UGT3A1 UHMK1 UPP1 UTS2 WDFY2 WFDC1 WT1 YPEL5 ZBTB16 ZC3H13 ZCCHC12 ZDHHC21 ZNF703 ZNF704 ZNF711 ZNF91 ZSWIM6 RIZKI_TUMOR_INVASIVENESS_2D_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RIZKI_TUMOR_INVASIVENESS_2D_DN ACAT2 BASP1 BBOX1 BCAR1 CACNA2D1 CBLC CCT4 CDK6 CEMIP2 COG2 COL8A2 COPB1 COPS2 CTSD CTSW DOK1 DYNC1LI2 ENG FEN1 FLOT2 FYB1 GABRP GALNT3 GTF2H2 HDLBP HERC1 HOXD9 HSD17B4 IDH3G IFNGR1 IGFBP3 MAD2L1 MBD3 MED16 MFAP4 NBL1 NCAPH2 NUP88 OXA1L PARN POU6F2 PPP1R7 PPP4C PSD RAD54L2 RCN1 RPL12 SEC24B SELENOP SLC20A2 SMG1 SULT2B1 TAFAZZIN THAP12 TRIM25 TRPC5 TTR UGT2B4 ULK1 USP18 UTP25 VIL1 YBX3 RIZKI_TUMOR_INVASIVENESS_2D_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RIZKI_TUMOR_INVASIVENESS_2D_UP ABCD4 ACOT8 ACTL6A ACVR1 ADAR AMD1 BTG3 C3AR1 CAD CD24 COL4A6 COPB2 CSF3R CYP27B1 DCTN1 DNAJC27 DPM2 DPP3 DUSP2 ECI2 EIF4A2 GNA11 GPKOW GPR19 GUCY1A1 H3-3B HMGCL HPGDS IDI1 IGF2 INSL4 KCNE5 KLF2 LRP3 LSM7 LSS MLLT6 MYCL MYL3 NAB2 NBN NCL NFATC3 NQO2 PAEP PDYN PLPP3 REV3L RNF4 SERPINA4 SLC10A2 SLC35B1 SLC39A6 SMARCE1 SPHK2 SPTAN1 SRRM1 STARD3 STAT5A STK10 TAF10 TAF12 TAOK2 TG TGFBR3 TMEFF1 TUBGCP3 TYRP1 UBA1 RIZKI_TUMOR_INVASIVENESS_3D_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RIZKI_TUMOR_INVASIVENESS_3D_DN ABCB1 ABCB10 ACAA2 ACSM3 ACVRL1 ADAM18 ADAP1 AK1 ALDH3B2 ALG1 AMPD2 ARID4A B4GALT5 BAG4 BCAP31 BCL7A BDH1 BMI1 BMP2 BMP7 BPNT1 CA1 CA3 CALB1 CAPZB CASP1 CCPG1 CCT4 CD81 CD83 CDC42 CELSR2 CEMIP2 CENPA CFAP45 CFDP1 CHD4 CHEK1 CHN1 CHUK CIR1 CLEC5A CLUL1 CNOT9 COL2A1 COL4A4 CTSD CXCR6 CYP2D6 DCDC2 DCT DDX11 DDX17 DOK1 DPF1 DPYS DUS4L DUSP4 EHD3 EIF3E ELF2 ENKD1 EPB41 ESRRB EVX1 FADS3 FASN FCN3 FGA FGF18 FGG FKBP1A FOLR2 FXR1 FYB1 GAPDH GCGR GFM2 GFRA3 GGH GHRH GJB5 GRM3 H2BC21 HACD3 HCCS HCN4 HDLBP HERC1 HERC3 HM13 HMGCL HOXD9 HPCAL1 HSD17B8 HSD3B1 HSPA13 HSPA1A HSPA6 ICMT IDO1 IFI30 IFNGR1 IKBKE IL10RB-DT IL18 IL1R1 IL1R2 IL32 INA INPPL1 IRX5 ITIH2 ITPR2 JAG1 JMJD7-PLA2G4B KAT2B KCNA4 KIFC1 KLRK1 KMT2A KRT7 KSR1 LAG3 LAGE3 LAMA5 LAMP3 LHX6 LMO2 LRRN2 LSM4 LSP1P4 LY6G5C LY96 LYPLA1 MAD2L1 MANF MAP3K5 MATK MBTPS1 MED12 MEF2C MEST MOCS3 MRPL23 MTHFD1 MYH9 MYL12B MYOG NBL1 NDUFB5 NELL2 NEU1 NOMO1 NRXN3 NUMA1 OAS3 OCRL OLFM1 OPHN1 ORC3 OSTF1 OXA1L OXCT1 P2RX5 P2RX6 PDCD10 PDCD2 PDCD4 PEA15 PECAM1 PEX1 PHKG2 PIK3CD PLK1 PLTP PLXNC1 POLA2 POLD3 POLR2L POMZP3 PON3 POSTN PRDX6 PRKCSH PRKG1 PRMT1 PROS1 PRSS21 PSG2 PSMA4 PSME1 PTBP1 PTPRC PWP2 QARS1 RALA RANBP2 RAP1GAP RAP2A RARRES1 RBM4 RCN2 RCVRN RNF11 RNF2 ROCK1 RPP38 RRAD RRAS2 RRM2 RTCB SCN1B SEC22A SEC23IP SEC24C SEMA3C SGK1 SLC12A4 SLC14A1 SLC16A3 SLC25A4 SLC26A4 SLC31A2 SLCO2B1 SLIT3 SMG1 SNRPE SNTB1 SORL1 SOX30 SP110 SRP68 SRRT SSNA1 SSX4 STXBP2 TENT4A TFF2 TIMM17B TK1 TKT TLR3 TMED9 TONSL TPM2 TRPM1 TXNL1 TYK2 TYROBP UBA7 UBE2L6 USP15 USP22 VDAC1 WNT2 WT1 XIAP YWHAG ZBTB17 ZFAND5 ZNF330 RIZKI_TUMOR_INVASIVENESS_3D_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RIZKI_TUMOR_INVASIVENESS_3D_UP AADAC ABCB6 ABCB9 ACYP1 ADAM3A ADGRG1 ADIRF ADRA2C ADSS2 AKAP5 ALDH5A1 ALG3 AMT APC ARID5A ART4 ASGR1 ATP2A2 BCAS2 BCR BMP6 BRAF BRDT BST2 C5 CABYR CAMP CAP1 CAPN3 CASC3 CCK CCL14 CCNA1 CCNA2 CCNI CD69 CD7 CD72 CDK5R2 CDKL3 CHST5 CNKSR1 CNN2 COL1A2 COL3A1 CPA1 CSE1L CSF1 CTBP1 CTRB1 CXCL12 CXCL13 CXCL8 CYP1B1 CYP4F8 DAO DCAF7 DCLK1 DCTN1 DDB2 DHRS9 DHX8 DIO1 DMD DNM2 DUSP2 ECI1 EGR2 ELOB ENTREP1 EPS15L1 ERBB3 ETV4 ETV6 FAM50B FBXL2 FCN1 FGF12 FGFR1 FILIP1L FTSJ1 GATA2 GFUS GLIPR1 GNAI1 GPR161 GRB2 GRIK1 GRIN1 GRIP1 GTF2E2 GZMA HIGD2A HIPK3 HLA-DPA1 HLTF HMGA2 IGF1R IKZF1 INPP1 IRS2 ISCU JUN KYAT1 LAMTOR5 LHFPL6 LILRA4 LIMA1 LLGL2 MAGED2 MAP2K4 MARS1 MECOM MLLT10 MMP13 MMP15 MMP17 MRPS10 MT3 NAE1 NECTIN1 NFAT5 NPR3 NR1H2 NR4A2 NREP NSDHL NUDC OAZ2 P3H4 PAM PCSK6 PI4KA PIK3CB PIP4K2A PLPP1 PMAIP1 PNPLA6 POLE PRR4 PTAFR PTK2 PTN QDPR RAB33A RAB35 RCC1 RETREG3 RFX3 RGS13 RHOH RNF4 RPGR RPH3AL RPS6KB1 RREB1 RTCA RUNX1T1 RYR3 S1PR1 SAE1 SEMA3F SLC16A6 SLC17A4 SLC23A2 SLC25A46 SLC25A6 SLC39A1 SLC3A2 SMCP SOD3 SPTA1 SRD5A1 SSBP2 SST ST7 STOML1 STOML2 TAC1 TAOK2 TAP2 TARDBP TBL2 TCF12 TFAM THPO TIMM17A TLE1 TLX2 TMED10 TMEFF2 TMEM126A TNC TNFRSF17 TNFSF10 TNNC1 TOP2B TYMS UBE2D4 UBE2I UBL3 UBN1 VAPB WIF1 XK ZMYND10 ZNF219 ZNF263 ZNF32 RIZ_ERYTHROID_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RIZ_ERYTHROID_DIFFERENTIATION ANK1 ANKFY1 ANKRD49 ATF1 AURKB BLM BMAL1 BMI1 BRCA1 C1D CBX3 CCNC CDKN2D CENPA CENPB CENPC CLOCK CTCF DHX9 DNMT1 E2F1 ELF4 ETAA1 EXO1 EZH2 FEN1 FOSL2 FOXH1 GATA1 GCM2 H3C4 HMGB1 HMGB2 HMGN2 HNRNPDL HSF1 ID1 KIF4A MAFG MAX MBD4 MCM2 MCM3 MCM4 MCM5 MCM7 MID1 MYBL2 NFIX NFYB NFYC PAX4 PBX2 PER3 PIAS2 PIAS3 PLA2G6 POLA1 POLD1 POLE2 POLG2 POLR2J POU2F1 POU2F3 RAB1A RAB2A RAB7A RBL1 RXRA SMAD6 SMARCE1 SP3 STAT1 STAT5B SUPT4H1 TERF2 TFDP1 TOP2A TRIM27 UHRF1 YBX3 ZBTB17 RIZ_ERYTHROID_DIFFERENTIATION_12HR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RIZ_ERYTHROID_DIFFERENTIATION_12HR AR ARNT2 ARX BACH1 CAVIN1 DLX5 EGR1 ESR1 FOS FOXB1 GATA6 HAND2 HDAC5 HIC1 HOXA4 HR JUN KLF6 KLF9 MLLT3 NAB2 NDN NOTCH1 NR1H3 PAX5 PAX9 PBX3 SATB1 SMAD1 SPIB TEAD1 TEAD2 TFCP2L1 TSC22D1 ZFP14 ZFP37 ZNF22 RIZ_ERYTHROID_DIFFERENTIATION_6HR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RIZ_ERYTHROID_DIFFERENTIATION_6HR ANKRD1 BNC1 CLIP2 CUX1 DPPA2 EBF1 ELF5 FOXC1 GCM2 HLTF HMGA2 HNF1B HOXA13 HOXA3 HOXA6 HOXB3 HOXB4 HOXC9 HOXD12 ID3 MEF2B MEF2C MYBL1 MYF5 NEUROD1 NEUROG1 NFIA NFIL3 NR4A2 PPARA RAB1A RAB25 SIM2 SIX4 SMAD3 TRPC4 VAX1 VDR RIZ_ERYTHROID_DIFFERENTIATION_APOBEC2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RIZ_ERYTHROID_DIFFERENTIATION_APOBEC2 AIRE CACNA1A CRX ESRRB EVX2 EYA3 HIC1 HNF4G HOXA4 HOXA6 LCOR MEF2C MEIS3 MYCL NDN NFATC2 NR1I3 PDX1 PIAS3 SFRP4 SOWAHC SOX6 TCF21 TFCP2L1 ZNF235 RIZ_ERYTHROID_DIFFERENTIATION_CCNE1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RIZ_ERYTHROID_DIFFERENTIATION_CCNE1 ANKRD49 ATF1 AURKB BMI1 CDKN2D CENPA CENPB CUX2 DHX9 E2F1 EIF4A2 EXO1 FEN1 FOSL2 FOXH1 GATA1 HMGB2 HMGB3 HMGN2 HNRNPDL ID1 IRF8 KLF1 MBD4 NAP1L2 NFIX PBX2 PER3 PIAS2 PIAS3 PLA2G6 POLR2J RAB2A RAB7A RXRA SMAD6 SMARCB1 SP3 SRSF2 SUPT4H1 TCF12 TFDP1 ZBTB17 RIZ_ERYTHROID_DIFFERENTIATION_HBZ https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RIZ_ERYTHROID_DIFFERENTIATION_HBZ AFF1 BARD1 BASP1 CBX3 CBX7 CUX1 E2F8 ETAA1 EYA2 FOSB GATA5 GCM2 HMGB1 HOXB13 KDM5A MCM4 MCM5 MCM7 MPL NKX2-5 NR2F1 NR4A2 NR5A1 PAPOLA POU2F3 POU3F2 POU3F3 PROX1 SIX2 SOX1 SOX18 SOX4 TAL2 TBX2 TFAP2C TMPO ZNF436 RIZ_ERYTHROID_DIFFERENTIATION_HEMGN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RIZ_ERYTHROID_DIFFERENTIATION_HEMGN CUX1 E2F8 ELL2 EYA2 FOSB FOXA1 HOXA2 KLF5 MPL NCOA1 NFE2L3 NKX2-5 NR0B2 NR2F1 NR4A2 PBX3 POU2F3 POU3F3 RUNX1T1 SOX1 SOX18 SOX4 TAL2 TBX2 TMPO ZNF436 RODRIGUES_DCC_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RODRIGUES_DCC_TARGETS_DN AAK1 ABAT ACOX1 AHR ALDH3A2 APPL1 ARHGDIA ATF2 BACE1 BCL6 BICD1 BIK BTG1 CARD8 CAT CCND2 CCNG2 CD44 CD82 CDC42EP3 CLSTN3 CMTM6 CORO2A CREBL2 CROT CSRP2 CYP2R1 CYP4V2 DZIP3 ECH1 ELK3 ELMO3 EPS8 ERAP2 FDXR FMO5 FOSL2 FOXN3 FOXP1 FYN GADD45A GFPT1 GGCX GLRX GNG2 GPC4 GPR160 GPR88 GSN HBP1 HERC4 HOXA3 IFITM1 IQGAP2 KDM5B KLF6 KLF7 LGR5 LIMCH1 LITAF LONP2 MAPRE3 MAST4 MBP MECP2 MID1 MMP11 MXD4 MYLIP MYO10 NDUFB8 NNT NR1D1 NR2F1 NR5A2 NRP1 NUPR1 PCDHB16 PCMTD2 PDCD4 PIK3CA PIM1 PKN2 PPP3CB PRKAB2 PSMB9 PTMS PTP4A3 PTPRG RAB8B RAD50 RASGRP1 RNF5 RUNX2 SCNN1A SELENOP SEPTIN3 SEPTIN6 SIN3B SLC2A10 SMARCA2 SNTB1 SNX25 SSH1 TANK TBX3 TGFB2 TRAK2 TRIM2 TRIM23 TRIP11 TSC22D3 U2AF1 UBR1 UTRN VWA5A ZFYVE16 ZNF277 ZNF780A RODRIGUES_DCC_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RODRIGUES_DCC_TARGETS_UP C4BPB CD55 INHBB MAGEA2 SLC2A1 SNX5 RODRIGUES_NTN1_AND_DCC_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RODRIGUES_NTN1_AND_DCC_TARGETS AKAP10 ARHGEF3 BCL3 CAMK2D CDH17 CDKN1C ELF3 ERO1B ETS2 FOS H19 ITGA2 KIF13B KLF10 KLF9 KMT2E MACROH2A1 MALAT1 MAML3 MMD MSX2 MT1E MT1F MT1X MT2A NEAT1 NF1 NFKBIZ PDE4C PKM PPARA RAB26 SNX5 TALAM1 TBC1D4 RODRIGUES_NTN1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RODRIGUES_NTN1_TARGETS_DN ADAMTS5 ADORA1 AHNAK AREG ARHGAP26 ARID1B ARID5B ARL4C ARRB2 ASCL2 ATRX BCAM BIN1 BOLA1 C9orf152 CACNA1I CACUL1 CAMK2G CANT1 CBL CCL15 CDK13 CDK18 CDX2 CEBPA CHRM1 CLDN2 CLDN3 CLDN4 CLOCK CNOT4 CTSE CUL4A CYSLTR1 DAPP1 DDC DGKD DMPK DUSP6 ENC1 EPB41L2 EPOR EREG EVI2A FBXO2 FLNB FN1 FOLR1 FSCN1 GAA GDA GSE1 HECTD1 HLA-DRB1 HNRNPD HOXB5 HSPG2 HTATIP2 ID1 IER3 IFNGR1 IRF8 IRF9 ITGB4 ITGB5 KCNQ1 KIFC2 KLF13 KLF2 KLK1 KLK6 KRT13 KRT18 LGALS4 LIMK1 MAGI1 MDM4 MED6 MET MINK1 MKLN1 MLXIP MMP15 MSH5 MSLN MSTN MYH14 MYLK MYO18A MYO1A MYOF NAGLU NASP NECTIN2 NFAT5 NR4A1 NUMA1 OGFR PACSIN2 PAPSS2 PCDH1 PGF PIK3CA PIP5K1A PIP5K1B PLAAT3 PMS2P2 POU3F1 PPL PRLR PRSS3 PRSS8 PXN RAB25 RAB27B RAPH1 RBM5 RBMS2 RHOF RIT1 RNF213 RNU6-37P RRBP1 SEMA4G SEZ6L2 SFXN3 SHB SIGIRR SLC6A20 SOX13 SOX9 SPAG9 SPEN SPG7 SRPK2 STK17B SULT1A1 SULT1A2 SULT1A3 TGFBR2 TIMP3 TNFRSF1B TNFRSF21 TNFRSF25 TNFSF15 TNNC1 TNS4 TSPAN8 UBE2G2 USH1C USP3-AS1 VASP VDR VEGFA VIL1 VSIR WNK1 ZFPM1 ZNF175 ZNF44 ZNF814 RODRIGUES_NTN1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RODRIGUES_NTN1_TARGETS_UP BDNF FBXO11 FHOD3 HMGN5 HOXD10 KITLG LEF1 NFIB NRXN3 PCDHB14 PLXNC1 PXN-AS1 RDX SATB2 SH3BGRL SOCS2 TOX3 RODRIGUES_THYROID_CARCINOMA_ANAPLASTIC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RODRIGUES_THYROID_CARCINOMA_ANAPLASTIC_DN AAK1 ABAT ABCA5 ABHD14A ABI3BP ABTB3 ACAA1 ACOX1 ACTA2 ADAL ADGRA2 ADGRA3 ADGRL2 AFAP1L2 AGO1 AGPAT3 AGTR1 AHCYL2 AKAP1 AKAP12 AKAP13 AKAP17A AKT2 ALDH3A2 ALDH9A1 AMY1A ANKRD13A ANKRD46 ANKRD6 AOPEP AP4S1 AQP3 ARHGAP24 ARHGAP31 ARHGAP42 ARHGAP5 ARHGAP6 ARHGEF40 ARID1B ARID2 ARMCX2 ARSD ASAH1 ASB5 ASMTL ATOH8 ATP5IF1 ATP6V0E2 ATP9B AXIN2 AZGP1 B9D1 BANK1 BBS1 BCAM BCL2 BDH2 BEX4 BMPR1A BORCS7 BRWD1 BTD C10orf95-AS1 C11orf71 C16orf46 C22orf39 C8orf88 CACHD1 CALM1 CAMK1D CAV2 CBR4 CBX7 CCDC18-AS1 CCDC28A CCDC80 CCDC92 CD302 CDKL1 CDKL5 CDON CEBPD CERK CFH CHPT1 CIRBP CISD3 CLDN11 CLDN23 CLN5 CLN8-AS1 COL14A1 COX20 COX7B CPE CPNE3 CPQ CREB3L2 CROT CRTC3 CRYL1 CSGALNACT1 CSRNP3 CSRP1 CTSB CTSK CTSS CXorf38 CYB5D2 CYB5R1 CYBRD1 CYFIP2 CYLD CYP4V2 DANCR DCAF17 DCAF8 DDHD2 DDX25 DENND6A DEPTOR DGKI DGLUCY DMBT1 DOK5 DPY19L3 ECHDC2 ECHDC3 ECM2 EDNRB EED EGR1 EGR3 EIF1AX EIF4E3 EIF4EBP3 ELF2 EMC10 ENO3 ENPP1 ENY2 EPB41L4B EPM2AIP1 ERLIN2 EVA1C FAM110B FAM13A FAM162A FAM53B FAM83F FARP1 FBXO21 FBXO7 FECH FEZ1 FGF13 FGF7 FHDC1 FHL1 FIP1L1 FKBP11 FKBP2 FKBP5 FKBP7 FLRT3 FMNL3 FMOD FNBP1 FNDC1 FOS FOXE1 FOXO1 FOXP1 FRMD4B FRY FTX FYCO1 FZD1 GABPB2 GALK2 GALNT11 GALNT18 GHR GIT2 GLCCI1 GLIPR2 GLIS3 GLT8D2 GNAI1 GNAQ GNAS GOLGA8N GPD1L GPM6A GPM6B GPR27 GPRASP1 GPRASP2 GPX3 GRAMD4 GRK5 GSN GSPT1 GSTA4 GSTM1 GSTM3 GSTP1 H19 HDAC11 HDHD2 HEIH HERC1 HES1 HEY1 HGSNAT HHEX HIGD1A HIRA HLA-DPA1 HNRNPDL HOOK3 HSP90B1 HSPA12A ICA1L ID1 IFTAP IGFBP7 IL17D ILVBL INAFM2 IPO5P1 IQCK ITGA1 ITPR1 IVD KANSL1-AS1 KAT2B KBTBD7 KCNAB1 KCTD12 KCTD2 KIAA1217 KIAA1671 KIDINS220 KIF9 KLF9 KLHDC1 KLHL41 LBH LHFPL6 LIFR LINC01140 LNX1 LONP2 LOXL4 LPCAT2 LRIG1 LRIG3 LRP8 LRRC37A2 LZTFL1 MAGEH1 MAGI1 MAGI2 MAMDC2 MAML3 MAN1A1 MAP3K1 MARCKSL1 MATN2 MB MCAM MED13L MEF2C MEIS3P1 METAP2 MIA3 MLLT3 MLPH MMRN2 MPC1 MPV17L MPZL2 MROH1 MRPL54 MRPS6 MSI2 MSRB2 MT1F MTFR1L MTURN MTUS1 MXRA7 MYL4 MYLIP MZF1 N4BP2L2 NDFIP1 NDUFA5 NEB NEBL NEDD9 NEO1 NF1 NFATC3 NIPSNAP3B NISCH NKAPD1 NKTR NLK NMB NME7 NPAS3 NR4A2 NSD1 NSUN4 NT5C3B OFD1 OR2A20P PABIR1 PAPOLG PAPSS2 PARM1 PARP8 PAX8 PBX1 PBXIP1 PCBP2 PCDH18 PCDH9 PDE4A PDGFD PDLIM5 PDSS2 PEBP1 PFKFB2 PHACTR2 PHYH PINK1 PITPNC1 PKIA PKNOX1 PLA2G12A PLEKHH1 PLPP1 PLPP3 PLSCR4 PNKD PODXL POLI PPP1R13B PPP3CB PPP6C PRAG1 PRDM11 PRKAR1A PRKG1 PRKX PRR4 PSD4 PTPN11 PTPN4 PTPRB PTPRD PTPRG PURA PYM1 RAB18 RALGAPA2 RAPH1 RASSF5 RASSF8-AS1 RASSF9 RBM26-AS1 RBMS3 RBPMS RCAN3 RERE RFX1 RGS5 RILPL1 RILPL2 RIMKLB RMDN1 RNASET2 RNF170 RNF38 RNPC3 RRAGD RRBP1 RUFY3 RXRA SAMD13 SAP30BP SASH1 SBSPON SCARA3 SDC2 SDF2L1 SERF2 SERTM1 SESN1 SESN3 SGK1 SH3BGRL SH3BGRL2 SH3RF1 SHANK2 SIAE SIDT2 SKP1 SLC16A2 SLC16A4 SLC17A5 SLC18B1 SLC25A15 SLC25A23 SLC25A27 SLC25A29 SLC25A3 SLC25A4 SLC26A4 SLC35D2 SLC38A10 SLC39A14 SLC44A1 SLC4A4 SLC5A3 SLC66A2 SLC6A13 SLC7A8 SLIT2 SMAD1 SMAD4 SMAD9 SMCO4 SMDT1 SMIM19 SNHG5 SNN SNORD60 SNRK SNRPA1 SNRPN SNTB2 SNX1 SNX22 SORD SORL1 SPRING1 SPTBN1 SRRD SSBP2 ST3GAL1 ST3GAL5 ST6GALNAC3 ST8SIA4 STARD13 STAT5B STOM STRBP STX12 STXBP6 SULT1A1 SULT1A2 SULT1A3 SYNE2 SYNPO2 TACC2 TATDN3 TBC1D1 TBC1D24 TBX3 TCF4 TCTA TCTN1 TEF TENT5C TEX2 TEX264 TFF3 TIMP3 TMED4 TMEM116 TMEM150C TMEM164 TMEM171 TMEM178A TMEM25 TMEM50B TMEM64 TMEM67 TMF1 TNFRSF11A TNFRSF11B TNS1 TOB1 TOM1L2 TP73-AS1 TPST2 TRIB1 TRIM58 TSPAN12 TULP4 UBE2D3 UBR5-DT USP54 UST VGLL4 VWA5A WASF3 WDFY3-AS2 WDR72 WFS1 ZBED1 ZBED3 ZBED5-AS1 ZBTB20 ZBTB37 ZBTB47 ZC2HC1A ZC3H6 ZCCHC24 ZFAND4 ZFHX3 ZFP36L2 ZFYVE21 ZMAT1 ZMIZ1 ZNF431 ZNF518A ZNF573 ZNF678 ZNF706 ZNF711 ZNF875 ZSCAN18 RODRIGUES_THYROID_CARCINOMA_ANAPLASTIC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RODRIGUES_THYROID_CARCINOMA_ANAPLASTIC_UP ACAP2 ACOT13 ACP1 ACTL6A ACTR2 ADAM10 ADGRF4 ADK ADORA1 ADORA2B ADRM1 AFF4 AGPS AHNAK AHNAK2 AIMP1 AK4 AKIRIN2 AMIGO2 AMMECR1 ANAPC1 ANKHD1 ANKRD1 ANLN ANXA2 ANXA2P2 AP3D1 APC APCDD1L-DT API5 AREG ARFGEF2 ARHGAP11A ARHGAP5 ARL4C ASAP1 ASCC3 ASNS ASPM ATAD2 ATG12 ATG5 ATP11B ATP13A3 ATP2B1 ATR ATRX ATXN3 AURKA AURKB B4GALT5 BBC3 BCHE BCL2L1 BCLAF1 BID BIRC3 BLZF1 BMAL2 BOD1L1 BORA BRAP BRCA2 BRCC3 BRIX1 BRWD1 BTAF1 BUB1B BUB3 BZW1 C18orf54 C3orf80 C5orf24 C5orf34 CALU CAMK2N2 CAMSAP1 CAPRIN1 CARS1 CASP4 CAST CBFB CBX3 CCDC88A CCNB1 CCT2 CCT6A CCZ1 CD58 CDC20 CDC40 CDC42EP3 CDC5L CDH2 CDK1 CDK6 CDK7 CDKN2A CDYL CEBPG CEBPZ CELSR3 CENPA CENPE CENPF CENPU CEP55 CEP57 CEP63 CHAC2 CHEK1 CHML CIP2A CKAP2 CKAP5 CKS2 CLDN1 CLIC4 CMSS1 CNOT1 COL7A1 COMMD2 COPA CORO1C CPSF2 CPSF3 CREB5 CSAG3 CSE1L CSNK1A1 CSNK1D CSNK1G3 CTDSPL2 CTHRC1 CTSA CUL4B CUL5 CWC22 CXCL1 CXCL5 CXCL8 CYTOR DBF4 DBT DCBLD2 DCUN1D1 DDX27 DDX39A DDX3X DDX52 DENR DEPDC1 DEPDC7 DHX36 DHX9 DIAPH3 DKK3 DLG1 DNAJC10 DNAJC13 DNM1L DNMT1 DNTTIP1 DNTTIP2 DPH3 DPM1 DSE DSG2 DSG2-AS1 DUSP5 DUXAP10 DUXAP8 DYNC2H1 E2F7 ECT2 EEF1E1 EFL1 EGFR EIF2S1 EIF2S2 EIF4A1 EIF4A2 EIF4EBP1 EIF4G1 EIF4G2 EIF5 EIF5A EIF5B ELF4 ELOVL6 ENC1 ENO1 ENSG00000187951 ENSG00000280018 EPRS1 ERCC8 EREG ERLIN1 ESF1 ESYT2 ETV5 EVA1A EXOC5 F2RL2 FADS3 FAF1 FAM168B FAM72C FAR1 FAS FBXO11 FBXO22 FBXO32 FBXO38 FBXO45 FEN1 FGFR1OP2 FIGN FIGNL1 FKBP15 FLNA FN1 FOXM1 FRMD5 FXR1 FYTTD1 G2E3 GABPB1 GAD1 GALE GART GAS2L3 GAS5 GDF15 GFM2 GFPT1 GLRX GLRX3 GLRX3P2 GMFB GNAI3 GNG12 GNL2 GOLT1B GOPC GPR158 GPR39 GPT2 GPX8 GSK3B GTF2H2 GTPBP10 GTPBP2 GTPBP4 H3C10 HAUS3 HAUS6 HDAC9 HECTD1 HERC4 HK2 HMGA2 HMMR HOXB7 HOXB9 HPS3 HRH1 HSP90AA1 HSPA13 HSPA4 HSPA9 HSPD1 HTATSF1 HYCC1 HYLS1 IARS1 IDS IER3 IFI16 IFIH1 IFIT2 IFIT3 IFRD1 IFT80 IGF2BP2 IGF2BP3 IL1RAP IMPDH1 INHBE IQGAP1 IRAK1 IRAK2 ITCH ITGA11 ITGB1 ITPRID2 JPT1 KCNMA1 KCTD5 KIF11 KIF14 KIF18A KIF20B KIF2A KIF5B KLHL5 KMT2C KNL1 KPNA2 KPNA4 KRT80 L1CAM LACTB LAMB3 LARS1 LCORL LCTL LDLR LEO1 LGALS8 LIF LIG4 LIN9 LINC00342 LINC00511 LINC00662 LINC00958 LINC00973 LMAN1 LNPEP LPP LRIF1 LYAR LZIC MAD2L1 MAGEA1 MAGEA12 MAGEA3 MAGEA5P MAGEC2 MAP4K5 MAPK1 MAPK14 MATR3 MBNL1 MBNL2 MCM2 MCM4 MCM7 MCM8 MCOLN3 MED6 MED8 MELK METTL5 MFAP3 MFN1 MICAL2 MICB MIOS MIPOL1 MIS18A MITD1 MKKS MKX MLF1 MME MOB1A MOB4 MOCOS MORF4L2 MOSPD1 MPHOSPH10 MRE11 MRPL13 MRPL42 MRPL47 MRPS17 MRPS30 MSH6 MTAP MTFR2 MTHFD1L MTHFD2 MTHFD2L MTMR1 MYBL1 NAA15 NAA50 NABP1 NAMPT NBN NBPF14 NCBP1 NCBP2 NDC1 NDC80 NDUFAF7 NEK2 NEMF NEMP1 NFE2L3 NIFK NIPBL NLN NMD3 NME7 NMI NOG NOL8 NOP56 NPM1 NRAS NUDT21 NUF2 NUP107 NUP58 NUSAP1 NXPH4 OGFOD1 OGFRL1 ONECUT2 ORC5 ORC6 OSBPL10 OSBPL8 OSER1 OXR1 PAGE1 PAICS PAK2 PAPOLA PCDHGC3 PCNX4 PDRG1 PEG10 PFDN4 PGM3 PHIP PIK3CA PLAU PLCB1 PLEC PLK2 PLK4 PLP2 PLSCR1 PMAIP1 PMS1 PNMA2 PNN PNPT1 POLH POLR1F POLR3C PPP1R14B PPP2R3C PPP4R3B PPWD1 PRIM2 PRKAA1 PRPF40A PRPF4B PRR11 PSAT1 PSMA3 PSMA5 PSMD12 PSMD14 PSPH PTBP3 PTPN11 PTPN12 PUM3 PVR QSER1 QSOX1 RAB27B RAB32 RACGAP1 RAD50 RAD51AP1 RAE1 RALGAPB RALGPS2 RARS1 RARS2 RASAL2 RBAK RBBP6 RBBP8 RBM34 RBM39 RBMS1 RC3H2 RCC1 RCC2 RECQL RESF1 REXO2 RFC1 RFX3 RHOBTB3 RIF1 RIGI RIOK2 RLF RND3 RNF175 RNF6 RNGTT ROR1 RPAP3 RPE RPF2 RPS27A RPS6KB1 RRAS2 RSF1 RSRC1 RTCA RUNX1 RUNX2 S100A11P1 S100A2 SAAL1 SAMD9 SATB2-AS1 SCAMP1 SCAND3 SCHIP1 SCYL2 SEL1L SEMA3A SEMA3C SENP5 SERPINH1 SESN2 SF3B1 SGO2 SHMT2 SIKE1 SIX4 SKA2 SKA3 SKIC3 SLC16A1 SLC16A3 SLC1A4 SLC1A5 SLC2A1 SLC38A1 SLC38A2 SLC7A1 SLC7A11 SLC7A5 SLCO4A1 SLFN5 SMC2 SMC3 SMC4 SMC6 SMURF1 SNAP25 SNHG12 SNHG26 SNORD22 SNRPB SP100 SP140L SPIRE1 SRGAP2 SRGAP2B SRGN SRPK1 SRSF6 SSB SSR3 SSX2IP ST3GAL6 ST6GALNAC5 STAG1 STAM2 STAMBPL1 STC2 STIL STIP1 STK17A STK17B STK38 STK4 STRN STX16 SUPT16H SUPT6H SYTL2 TAB3 TAF9 TANK TAP2 TARS1 TBL1XR1 TFAP2A TFRC TGFB1 TGFBR1 TGM2 THOC2 TIA1 TIGAR TLK1 TLL2 TM9SF4 TMEM158 TMEM167A TMEM259 TMEM30A TMOD3 TMPO TNC TNFRSF10B TNFRSF12A TNFSF9 TOMM70 TOP1 TOP2A TOPBP1 TOR1AIP2 TOX2 TP53RK TPBG TPM4 TPR TPTE TPX2 TRIB3 TRIM36 TRIO TRMT1 TRMT5 TRMT6 TRUB1 TSC22D2 TTC3 TTC39C TTK TTPAL TUBGCP3 TUFT1 TUSC3 TWF1 TXNDC9 TXNRD1 U2SURP UBA6 UBE2C UBE2S UBE3C UBXN4 UCK2 UGCG UGGT2 UHMK1 ULBP2 USO1 USP1 USP10 USP15 USP16 USP31 USP34 USP47 UTP15 VCAN VMA21 VPS26C VPS35 VPS50 VTA1 WAPL WARS1 WASHC4 WDHD1 WDR17 WDR36 WDR53 WDR75 XAF1 XPOT XRCC4 XRN1 XRN2 YARS1 YIPF5 YWHAZ ZBTB11 ZBTB38 ZCCHC7 ZDHHC20 ZIC1 ZMYND19 ZNF131 ZNF138 ZNF146 ZNF160 ZNF184 ZNF317 ZNF367 ZNF549 ZNF567 ZNF600 ZNF616 ZNF644 ZNF655 ZNF675 ZNF700 ZNF780B ZNF91 ZNF92 ZWILCH RODRIGUES_THYROID_CARCINOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RODRIGUES_THYROID_CARCINOMA_DN AIG1 ALCAM AMIGO2 ANAPC5 ANK3 ANKRD28 AREG ARHGAP29 ARHGAP35 ATXN1 BBC3 BBX BNC2 CD44 CDC42EP3 CDK6 CLDN1 COL8A1 CREB5 CXCL1 DCBLD2 DICER1 DMD DUSP10 ERCC6L2 F2RL2 FN1 GMEB2 HIPK2 HIVEP2 IGF2BP2 IRF1 IRF1-AS1 ITGB8 KANSL1 KATNBL1 KCNMA1 L3MBTL1 LIF MAP2 MFSD14CP MORF4L2 MYO1D NAA50 NABP1 NAMPT PAX8 PCBP2 PGPEP1 PHLDB2 PLCB1 PLEC PMEPA1 PPP1R13L PTPRK RNF213 RNF217 ROBO1 RSF1 S100A2 SAMD9 SHANK2 SNHG12 SRGN ST3GAL6 SYTL2 TAB2 THBD THBS1 TM2D1 TSC22D2 UBXN7 UGCG ZMYM2 ZNF160 ZNF207 ZNF512B RODRIGUES_THYROID_CARCINOMA_POORLY_DIFFERENTIATED_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RODRIGUES_THYROID_CARCINOMA_POORLY_DIFFERENTIATED_DN AAK1 ABAT ABCA8 ABCG1 ABHD14A ABI2 ABLIM1 ACAA1 ACACB ACAD8 ACOX1 ACTA2 ADD1 ADD3 AFDN AFF4 AGO3 AGTR1 AHCYL2 AKAP1 AKAP10 AKAP9 AKR1C1 AKT2 AKT3 ALAD ALDH2 ALDH3A2 ALDH5A1 ALMS1 AMY1A ANAPC16 ANAPC5 ANGPTL1 ANKRD10 ANKRD28 ANKS1A ANO10 ANXA4 AP4S1 APBB2 APOLD1 ARFGAP2 ARHGAP1 ARHGAP5 ARHGEF3 ARID1B ARID2 ARL17A ARL17B ARL4D ARL5A ARSD ASAP3 ATF7IP ATP1A1 ATP8A1 ATXN1 ATXN3 B3GALNT1 BAG5 BBIP1 BBS1 BBX BCAM BCL2 BCR BEX4 BHLHE41 BICRAL BOC BSDC1 BTD C2orf68 C3orf52 C4A C8orf88 C9orf64 C9orf85 CACHD1 CACNA2D1 CAPN1 CAPN3 CAPS2 CASC3 CASP6 CAT CBR4 CBX7 CCDC152 CCDC18-AS1 CCDC28A CCDC80 CCDC92 CCL28 CCN2 CCND2 CD24 CD24P2 CD302 CD44 CD47 CD59 CD74 CDC42EP4 CDK10 CDK13 CDKL5 CDON CDS1 CENPL CES2 CFLAR CHASERR CHD2 CHD9 CHKB CIRBP CITED2 CLDN10 CLIP1 CLMN CLN5 CLU COL3A1 COL4A1 COL4A2 COL4A3 COL8A1 CPE CPEB3 CPQ CRIPT CROCCP2 CROT CRTC3 CRYL1 CSNK2A1 CSRNP1 CSRP1 CST3 CTNND1 CTSB CTSK CUL3 CXCL12 CXorf38 CYB561 CYB5D1 CYBRD1 CYLD CYTH1 DCAF8 DCLRE1C DCTD DDR1 DDX17 DEDD2 DENND2B DENND6A DEXI DHRS1 DHRS3 DICER1 DMD DNAJB2 DNAJC5 DNASE1L1 DPYSL3 DTNA DYNLL2 ECHDC2 ECM2 EDNRB EFNA1 EHD4 EIF4E3 ELF2 ELL2 EMP1 ENOSF1 ENPP2 ENPP5 ENSG00000287769 ENY2 EPB41 EPB41L4B EPB41L5 EPCAM EPHA4 EPM2A EPM2AIP1 ERAP1 ERBB2 ERBB3 ERCC6L2 ERMP1 ERO1B ESAM-AS1 F11R FAM104B FAM111A-DT FAM117A FAM13A FAM161B FAM199X FAM76A FBLN1 FBN1 FBXL17 FBXO21 FBXO25 FBXO3 FBXO30 FBXO34 FBXO7 FBXO9 FGD4 FHDC1 FKBP5 FLNB FMNL3 FMO5 FMOD FNBP1 FOLR1 FOXO1 FOXP1 FTX FYCO1 FZD3 FZD5 GABPB1-AS1 GABPB1-IT1 GADD45B GALNT10 GATM GCNT1 GGNBP2 GID8 GJA1 GLCCI1 GLIPR2 GLUL GNAL GNAS GOLGA8N GOLGB1 GON4L GPATCH2L GPBP1L1 GPD1L GPR160 GPRASP1 GPRASP2 GPRC5A GPX3 GRAMD2B GRHL2 GSN GSPT1 GSTK1 GTF2H3 GUSBP1 GUSBP14 GXYLT2 H1-10 H19 H3-3B HAUS2 HBB HCLS1 HDAC11 HEBP1 HECTD1 HERC1 HES1 HHEX HIPK2 HIPK3 HIRA HIVEP2 HLA-DPA1 HLA-DPB1 HLA-DRB1 HOMER2 HOOK3 HSCB HSD17B6 HSD17B7 HSD17B8 HTATIP2 IKZF2 IL11RA INAFM2 INO80D INPP5A INTS6-AS1 IRAG1 IRS1 ITGA1 ITGAV ITGB8 ITPR1 ITPR1-DT ITPRID2 IVD JUN JUND KANK1 KANSL1 KANSL1-AS1 KAT2B KATNBL1 KBTBD4 KBTBD7 KCTD10 KCTD12 KDM3B KDM4B KIAA1217 KIAA1671 KIF9 KLF6 KLHDC1 KLHDC8B KLHL24 KLHL41 KMT5B KRT7 KRT8 KSR1 L3MBTL1 LAMA4 LATS1 LBH LEPR LGMN LIFR LIG3 LIMCH1 LIMD1 LIMK2 LINC00667 LINC01140 LINC03072 LINS1 LIPG LLGL2 LNX1 LONP2 LRCH3 LRIG1 LRIG3 LRP8 LRRC37A2 LRRFIP1 LSM14A LSR LTBP2 LTBP3 LYRM9 MACROD1 MAF MAGI1 MAGI2 MALAT1 MAN1B1-DT MAN2B2 MAN2C1 MANSC1 MAP3K1 MAP3K20 MAP3K5 MAPK13 MARVELD2 MATN2 MBNL1 MBP MCCC2 MDM4 MED13L MED23 MED28 MED29 MED31 MED6 METAP2 METTL7A METTL9 MFSD14CP MGC16275 MGRN1 MIA2 MIR3685 MKRN1 MLLT6 MLXIP MMRN2 MOB3B MRI1 MROH1 MRPL19 MRPL30 MRPS30 MRTFB MSANTD2 MSI2 MT1F MT1G MTARC2 MTMR10 MTMR3 MXI1 MXRA5 MXRA7 MYL4 MYLIP MYLK MYO9A N4BP2L2 NAMPT NANOS1 NCOR1 NDUFA5 NDUFB4 NDUFS8 NEAT1 NEDD9 NEK4 NELFA NEO1 NET1 NF1 NFIA NFIC NFKBIA NINJ2-AS1 NIPAL3 NKAPD1 NKTR NOP53 NOPCHAP1 NPIPB3 NR1D2 NR2F2 NSD1 NT5C3B NUDT16 NUDT16L2P NUDT3 NUTM2A-AS1 OCLN OFD1 OPN3 ORMDL3 PAGR1 PAK1 PAPOLA PAPOLG PARD6G PARP8 PATJ PAX8 PCBP2 PCMTD1 PCYOX1 PDCD2 PDCD4 PDE4C PDF PDGFD PDK2 PDLIM5 PEBP1 PELI1 PER3 PEX7 PFKFB2 PGAP3 PGF PHACTR2 PHC3 PHF11 PI4KB PIAS1 PID1 PIGV PIK3IP1 PINK1 PIP4K2B PITPNA PKP4 PLAT PLEKHH1 PLG PLIN3 PLLP PLPP1 PLPP3 PNISR PNISR-AS1 PNRC1 PODXL POGZ POLI POR PPARD PPIL6 PPP1CB PPP1R13B PPP1R21 PPP2R2A PPP3CB PPP6R2 PRAG1 PRICKLE2 PRKAG2 PRMT2 PROM1 PROM2 PROX1 PRR4 PRTG PSD4 PTCD1 PTCSC1 PTEN PTGER4 PTPN4 PTPRB PTPRG PURA RAB18 RAB40B RABL2B RALGAPA2 RAP1A RAP1GAP RAPGEF5 RASA4 RASSF4 RBL2 RBM26-AS1 RBM5 RBM8A RBMS3 RBPMS RBSN RCAN3 RECK RELL1 RERE RETREG3 REV1 RFFL RFX1 RGS5 RHOQ RILPL1 RILPL2 RMDN1 RNASET2 RNF135 RNF141 RNF144B RNF146 RNF170 RNF213 RNF217 RNF38 RPL15 RPS6KA5 RPUSD3 RRBP1 RSBN1 RSF1 RSPH3 SAMD13 SASH1 SBSPON SCARB2 SCD5 SDC2 SEC62 SEC63 SECISBP2L SELENBP1 SELENOK SELENOP SERF2 SERPINA1 SESN1 SETD2 SGK1 SGPP2 SH3RF1 SH3YL1 SHANK2 SIAE SIDT2 SIK3 SLAIN2 SLC12A8 SLC18B1 SLC1A1 SLC25A29 SLC25A3 SLC26A7 SLC29A1 SLC38A10 SLC39A14 SLC40A1 SLC41A1 SLC41A3 SLC45A4 SLC4A4 SLC66A3 SLC9A7 SLCO3A1 SLPI SMAD4 SMAD9 SMARCE1 SMIM10L2A SMPDL3A SNAP23 SNED1 SNHG5 SNORD60 SNRK SNRPA1 SNTB1 SNX1 SNX5 SOBP SOCS2 SORBS2 SORD SORL1 SP1 SPATA13 SPDYE1 SPP1 SPRED1 SPTBN1 SRI SRRM2 SRSF11 SSBP2 ST3GAL1 ST6GAL2 ST7-AS1 STIM1 STMN3 STN1 STRBP STX12 SUDS3 SUGT1 SUGT1P3 SUPT20H SUSD6 SYNE2 SYNJ2 TAB2 TAGLN TALAM1 TAPBPL TARS3 TBC1D1 TBC1D24 TBC1D32 TBC1D4 TBL1XR1 TCAF1 TCF4 TCTA TCTN1 TEF TEFM TEX2 TGFBR2 TGFBR3 THBS1 THNSL2 TIAM2 TM2D1 TMBIM1 TMCC3 TMED4 TMEM106B TMEM150C TMEM164 TMEM171 TMEM178A TMEM241 TMEM65 TMEM80 TMF1 TMTC1 TNFAIP3 TNFAIP8 TNFRSF11A TNRC6B TNS1 TNS3 TOB1 TOB2 TOM1L2 TOX4 TPCN1 TPMT TPST2 TRAK1 TRAPPC6A TRIM13 TRIM38 TSC22D1 TSHZ1 TSPAN12 TSPAN31 TSPAN5 TSPAN6 TTC5 TTC7A TUBGCP2 TULP4 TUSC2 TXNIP TXNL1 UBE2D3 UBL3 UBN2 UBR5-DT UBTF UFL1 UNC45A USP34 USP54 UST UVSSA VAPB VGLL4 VPS13C VPS51 VWA5A WASF3 WDPCP WDR11 WDR33 WDR7 WDR72 WFDC2 WWC1 WWOX XPO7 XRCC2 YIPF4 YPEL1 ZBED3 ZBED5-AS1 ZBTB18 ZBTB2 ZBTB20 ZBTB3 ZBTB4 ZBTB46 ZDHHC2 ZEB2 ZFHX3 ZFP36L2 ZFYVE21 ZMYM2 ZMYM5 ZNF160 ZNF207 ZNF250 ZNF264 ZNF319 ZNF331 ZNF362 ZNF431 ZNF487 ZNF492 ZNF493 ZNF506 ZNF512B ZNF518A ZNF573 ZNF587 ZNF587B ZNF599 ZNF611 ZNF652 ZNF682 ZNF75A ZNF8 ZNF875 ZNRF1 ZSCAN18 RODRIGUES_THYROID_CARCINOMA_POORLY_DIFFERENTIATED_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RODRIGUES_THYROID_CARCINOMA_POORLY_DIFFERENTIATED_UP ABCD3 ABCE1 ABCF2 ACOT7 ACP1 ACTR2 ADAM9 ADSL AFF4 AGFG1 AGGF1 AGPAT5 AGPS AIMP1 AK4 AK6 AMELX AMIGO2 ANLN ANXA1 AP1AR AP2S1 APC ARL5B ARL6 ARMC9 ARSB ASAH2 ASNS ASXL2 ATAD2 ATIC ATL3 ATP1B3 ATP6V1C1 ATR ATXN3 AURKA AVEN AVPI1 BBIP1 BCCIP BCHE BMS1 BNIP3L BOLA2 BRCA1 BRIX1 BRWD1 BTG3 BUB1B BUB3 C15orf48 C16orf87 C1orf43 C4orf46 C4orf48 C5orf22 C5orf24 C5orf34 CA5BP1 CACYBP CALU CANX CARS1 CBFB CBS CBX3 CBX5 CCDC14 CCDC34 CCDC77 CCDC88A CCNA2 CCNB1 CCNE1 CCNE2 CCPG1 CCSAP CCT6A CCT8 CD58 CDC123 CDC6 CDCA7 CDK1 CDKAL1 CDKN2B CEBPG CEBPZ CENPF CENPN CENPQ CENPU CENPW CFI CFL2 CHAC2 CHCHD3 CHEK1 CHRNA5 CIP2A CIT CKAP2 CKLF CKS1B CKS2 CLDN1 CLIC4 CMC2 COA1 COA7 COLGALT1 COPS8 CPSF2 CPSF3 CRNDE CSE1L CSNK1A1 CSNK1G3 CTDSPL2 CTPS1 CTSA CTSC CUL4B CYCS CYP51A1 CYTOR DBF4 DBT DCAF13 DCUN1D1 DCUN1D4 DDR2 DDX39A DDX3X DENND5B DERL1 DHFR DHX9 DIAPH3 DKK3 DLGAP5 DNAJC10 DNAJC2 DNAJC9 DNAL1 DNM1L DNMT1 DNTTIP2 DONSON DPP8 DPY19L1 DSN1 DTL DTYMK DYNC2H1 E2F5 ECT2 EDRF1 EGLN1 EIF2S1 EIF2S2 EIF2S3 EIF4EBP1 EIF4G2 EIF5A EIF5B ELOC ELOVL6 EMSY-DT ENC1 ENO1 ENO2 ENSG00000280018 EPHX4 EPRS1 ERCC8 ERLIN1 ERO1A EVI5 EXOC5 EXOSC9 FAF1 FAM168B FAM200B FAM216A FAM72C FAM89A FANCD2 FANCI FBXO22 FBXO5 FEN1 FERMT2 FH FIGNL1 FKBP14 FRYL FUS FXR1 GALC GALE GARS1 GART GAS2L3 GDI2 GEMIN2 GEN1 GFM1 GFM2 GFPT1 GGCT GIN1 GINS1 GINS2 GLRX GLRX2 GLRX3 GLRX3P2 GMFB GMPS GNAI1 GNAI3 GNL2 GOLGA7 GON7 GOT1 GPC1 GPD2 GPNMB GPR180 GPSM2 GPT2 GPX8 GRPEL2 GSPT1 GSR GTF2H2 GTPBP10 GTPBP4 GTSE1 GUF1 H2AC25 H2AZ1 H2BC12L H2BC6 H2BC7 H2BC9 HACD1 HAT1 HAUS1 HAUS6 HCCS HEATR1 HELLS HERC4 HLTF HMGB2 HMGB3 HOXB7 HPS3 HSPA13 HSPA14 HSPA4 HSPA4L HSPA9 HSPD1 HYLS1 IDE IFI16 IGF2BP3 IKBIP IL1RAP IL6ST IL7R IMPDH1 INTS7 IQGAP3 ITCH ITGB1 ITGB1BP1 ITGB3BP JPT1 KBTBD2 KCTD5 KIAA0586 KIF14 KIF18A KIF1B KIF20B KIF2A KIF2C KIF5B KIRREL1 KISS1R KLHL7 KNL1 KNTC1 KPNA2 KPNA4 LACTB2 LAPTM4B LARP1B LDB1 LEO1 LEPROTL1 LIN9 LINC00662 LMNB1 LMNB2 LNPEP LONP1 LRIF1 LRPPRC LRR1 LY6E LYAR LZIC MAD2L1 MAD2L2 MAN1A2 MANEA MAP4K5 MAPK1 MASTL MATR3 MBNL1 MCM2 MCM4 MCM6 MCM7 MCM8 MCMBP ME2 MED6 MFN1 MICAL2 MICU1 MIPOL1 MIS18A MKI67 MKKS MKLN1 MOB1A MPHOSPH10 MRPL13 MRPL37 MRPL42 MRPL47 MRPS12 MRPS16 MRPS9 MRTO4 MSH6 MTFP1 MTFR1 MTFR2 MTHFD1L MTHFD2 MTIF2 MTREX MYBL1 NAA15 NABP1 NADK2 NAMPT NASP NBN NCAPG NCBP2 NDC1 NDUFV3 NEDD4 NEMF NEMP1 NETO2 NHLRC2 NIFK NLN NMD3 NME1 NNT NOLC1 NOP16 NOP58 NPM1 NPM3 NQO1 NRAS NUDT21 NUDT5 NUP155 NUP50 NUSAP1 NXPH4 ODF2L OGFOD1 ORC5 ORC6 OSBPL3 OSMR OSTM1 P3H1 P4HA1 P4HA2 PACC1 PAG1 PAICS PAM16 PAPOLA PAQR3 PARPBP PBK PCNA PDCD5 PFDN4 PHF14 PHGDH PHLDA2 PHTF1 PHTF2 PI4K2A PLAUR PLOD3 PLPP2 PMAIP1 PMS1 PNP PNPT1 POLD2 POLH PPAT PPP1R14B PPP2R3C PPP4R3B PRC1 PRELID1 PRKAA1 PRKDC PRPF40A PRR11 PRTFDC1 PSAT1 PSMA2 PSMA3 PSMA5 PSMC3IP PSMD14 PSMD8 PSMG1 PSPH PSRC1 PTPN12 PTPN14 PVR PXDN RAB5IF RABGGTB RACGAP1 RAD18 RAD51AP1 RAD51C RAI14 RALGPS2 RAN RAP1GDS1 RAP2A RARS1 RASAL2 RBAK RBBP4 RBBP8 RBL1 RCC1 REEP3 RESF1 RFC1 RFC2 RFC4 RFWD3 RHOBTB3 RIF1 RNASEH2A ROR1 RPAP3 RPE RPL26L1 RPRD1A RRM1 RSRC1 RTCA SAR1A SAR1B SASS6 SCAMP1 SCD SEC61A2 SEH1L SEL1L SEPTIN10 SERPINH1 SESN2 SETD9 SFXN1 SGCB SGCE SGO2 SHCBP1 SIKE1 SINHCAF SIPA1L1 SLC16A1 SLC25A32 SLC2A1 SLC30A5 SLC39A14 SLC39A9 SLC4A7 SLC7A11 SLF1 SLMAP SMC2 SMC3 SMC4 SMC6 SMG1P2 SMG1P5 SNAPC1 SNCA SNHG26 SNHG4 SNRPD1 SNX13 SOAT1 SOCS4 SPCS3 SPDL1 SPIRE1 SRD5A1 SRGAP2 SRGAP2B SRPK2 SRSF10 SRSF6 SS18 SSBP1 SSR1 SSR3 SSX2IP STAM STAM2 STC2 STEAP3 STIL STMN1 SUB1 SUGT1 SUPT16H SUV39H2 TANK TARS1 TBC1D7 TFAM TFDP2 TFRC THAP9-AS1 TIMM17A TIMM23 TIPIN TIPRL TLCD4 TLK1 TMED5 TMEM161B TMEM167A TMEM30A TMEM45A TMEM97 TMPO TNFRSF10B TNFRSF12A TNFSF9 TOMM22 TOPBP1 TOX2 TPGS2 TPM4 TPR TRIP11 TRUB1 TSEN15 TSN TTC26 TTF2 TTK TTL TUBG1 TUSC3 TWF1 TYMS U2SURP UBA6 UBE2C UBE2M UBE2S UBE2V2 UBE2W UCHL5 UCK2 UGGT2 UPP1 USP1 USP16 USP47 UTP15 VKORC1L1 VPS35 VPS50 WAPL WDHD1 WDR12 WDR3 WDR4 WDR41 WDR75 WDR76 XRCC4 YIPF5 YKT6 YME1L1 YTHDF3 YWHAZ ZBTB8OS ZC3H15 ZC3H7A ZC3HAV1L ZEB1 ZNF146 ZNF367 ZNF644 ZNF780B ZWILCH ZWINT RODRIGUES_THYROID_CARCINOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RODRIGUES_THYROID_CARCINOMA_UP ARHGAP42 BORCS7 COPS8 DISP1 ECI1 FAM89A FKBP11 GNAI1 MCRIP2 PAG1 PHYH RPS23 SDF2L1 SLC16A6 TATDN3 TMEM64 RODWELL_AGING_KIDNEY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RODWELL_AGING_KIDNEY_DN AASS ABCA5 ABTB2 ABTB3 ADCY1 ADH5 AFDN-DT AK2 AMPD3 AMT AP5Z1 APLP2 ARFGEF3 ATP5F1A ATP5MC3 ATXN7L3B AUTS2 B4GALNT3 BBOF1 BCKDHB BMP7 C1orf226 C3orf14 CACNA2D3 CACNB2 CCDC93 CCNB1IP1 CEP70 CIZ1 CLDN8 COX7B COX7C CPEB3 CRABP1 CSNK2A1 CTH CYB5RL CYCS DBT DCBLD2 DLAT ECI2 EGF ENOSF1 ERCC6L2-AS1 ERLIN2 ESRRG FAM153A FAM83F FAXDC2 FBXO21 FBXO3 FMO5 FNDC5 FOLH1 FRMD3 FXR1 GABARAPL1 GABARAPL3 GAD1 GHR GMNN GNAS GNG7 GOT2 GPRASP1 H1-7 HADHB HDAC6 HERPUD2-AS1 IMPACT ISCA1 ISOC1 ITPR1-DT KANK1 KLF9 KLHL24 KLHL3 KNG1 LARGE2 LDHB LINC00667 LINC02344 LPL LRPPRC MMUT MORN4 MPC1 MPPED2 MTO1 MTR MYBL1 NAA35 NDUFS1 NEBL NEDD4L NF1 NLK NNT NUDT4 NUDT7 OAT OXCT1 PALM PCLO PEBP1 PEG3 PHYH PLPPR1 PPFIA1 PPM1K PRKAA2 PTGER3 RBM14 RHOBTB3 RTN4 SCML1 SELENBP1 SHANK2 SIAH2 SKIC8 SLC16A7 SLC22A23 SLC25A36 SLC4A1 SLK SOHLH2 SP2 SRR SULT1C2 THSD7A TMEM38B TMEM80 TMPRSS2 TOX3 TPD52 TRPM6 TSPAN7 UAP1 UCHL5 UICLM VSIG10 WDFY2 WNK1 YOD1 ZBTB43 ZNF253 ZNF711 RODWELL_AGING_KIDNEY_NO_BLOOD_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RODWELL_AGING_KIDNEY_NO_BLOOD_DN AASS ABCA5 ABTB3 ADCY1 ADH5 AFDN-DT AHCYL1 AK2 ALDH6A1 AMT APLP2 ARFGEF3 ARHGAP18 ATP5F1A ATP5MC3 ATXN7L3B AUTS2 B4GALNT3 BCAN BCKDHB BMP7 C1orf226 C2orf68 C3orf14 CCNB1IP1 CEP70 CLASP2 CLDN8 COX6C COX7B COX7C COX8A CPEB3 CRABP1 CSNK2A1 CTH CYB5A CYCS DBT DELE1 DHTKD1 DLAT DSG2 ECI2 EGF ENOSF1 ERLIN2 ESRRG FA2H FAM171A1 FAM83F FBXO21 FBXO3 FMO5 FOLH1 FRMD3 GABARAPL1 GAD1 GATB GHR GMNN GNAS GOT2 GPRASP1 GSTA4 GSTM4 HADHB HERPUD2-AS1 HSPA9 IGF1R IMPACT ISCA1 ISOC1 ITPR1 ITPR1-DT KLF9 KLHL24 KLHL3 KNG1 LDHB LINC00667 LINC02344 LPL LRPPRC LRRC2 MACIR MMUT MPC1 MPPED2 MT-ND5 MTO1 MTR NAA35 NDUFS1 NEBL NEDD4L NNT NUDT4 NUDT7 OAT OXCT1 PAIP1 PALM PCBP2 PCLO PEBP1 PEG3 PHYH PLPPR1 PPFIA1 PPM1K PPP2R1B PRDX3 PRKAA2 PTGER3 RALGPS1 RBM14 RHOBTB3 RTN4 SCML1 SHANK2 SKIC8 SLC16A7 SLC22A23 SLC25A36 SLK SOHLH2 SP2 SRP9 SRR SULT1C2 TBC1D24 TBC1D9 TCTN3 THRB THSD7A TMEM38B TMEM80 TMPRSS2 TOX3 TPD52 TSPAN7 UAP1 UCHL5 USP9X WNK1 ZBTB43 ZNF711 RODWELL_AGING_KIDNEY_NO_BLOOD_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RODWELL_AGING_KIDNEY_NO_BLOOD_UP A2M AATF ABCC3 ABI3BP ACER3 ADCY10P1 ADGRG1 ADRA2A AEBP1 AIDA ALPK2 AMBP ANTXR1 ANTXR2 ANXA1 ANXA2 ANXA2P3 ARHGAP1 ASNS ATL3 AXL B3GAT3 BHLHE41 C1QA C1QB C1QC C1R C1S C3 C4A C7 CALU CAVIN1 CCL2 CCN3 CDC42EP1 CDH11 CDH6 CDO1 CFB CHRNA3 CKAP4 CLDN1 CLDN3 COL14A1 COL15A1 COL1A1 COL1A2 COL27A1 COL3A1 COL5A1 COL6A3 CRELD2 CTHRC1 CTTNBP2NL CXCL14 CXCL2 CXCL6 CYFIP1 DCDC2 DEGS1 DKK3 DLGAP1 DPCD DPP3 DRAM1 ERICH3 FBN1 FCAMR FEZ2 FHL1 FIBIN FN1 FSCN1 GABBR1 GABRP GFRA1 GGT5 GGTA1 GPNMB GPR61 GPX8 HAVCR1 HEXB HGF HIKESHI HOMER3 IFI27L2 IGHV3-47 INHBA ISLR ITGA1 ITGB6 ITM2C ITPR3 KCND3 KIRREL1 LACC1 LDLRAD4 LEPROT LINC02086 LIX1 LOXL1 LTF LUM MAP4 MCAM MFGE8 MGLL MICALL2 MIOS MIR34AHG MMP11 MMP7 MOXD1 MRAS MRC1 MSR1 MTHFD1L MYDGF MYOF MYRF NFIX NFKBIZ NNMT NR2F1 NUAK1 OCLNP1 OSMR P4HB PAM PAPPA2 PCDHA9 PDGFC PDIA4 PGGHG PGM2L1 PHLDA3 PIGR PKIB PLK2 PLOD3 POLE4 POLR1D PPP1R14A PPP1R14B PRB1 PRICKLE1 PROM1 PRUNE1 PXDN RAB34 RAD54L RARRES1 RBMS3 RBP1 RFTN1 RGS1 RHEX RNF213 RPL12 RPL22L1 RPL27 RPL35 RPL35A RPN1 RPN2 RPS10 RPS25 RPS27L SCN5A SERPINE2 SERPING1 SERPINH1 SETD7 SLC1A3 SLC40A1 SLC46A3 SMPD2 SNORA70 SOAT1 SOCS3 SPARCL1 SPON1 SPTLC3 SSR4 STAB1 STS SYMPK SYTL2 TAGLN TBCB TFPI TIMP1 TIMP2 TM4SF18 TMED3 TMEM200A TMEM243 TMPRSS4 TNC TNFRSF11B TPBG TPM1 TPSAB1 TRIL TRIM47 TSPAN1 TXNDC5 UBE2Q2P16 UBE2Z USP31 VARS1 VASH2 VCAM1 VEGFC VSNL1 VTCN1 WFDC2 ZCCHC24 ZEB2 ZFAS1 ZMAT3 ZNF783 RODWELL_AGING_KIDNEY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RODWELL_AGING_KIDNEY_UP A2M AATF ABCC1 ABRACL ACER3 ACTN1 ADAM8 ADCY10P1 ADGRE2 ADGRE5 ADGRG1 ADISSP ADRA2A AEBP1 AKNA ALOX5 ALPK2 AMBP ANTXR1 ANTXR2 ANXA2 ANXA2P3 APBB1IP APRT ARHGAP1 ARHGAP10 ARHGAP25 ARHGAP30 ARHGAP45 ARHGDIB ARHGEF6 ARL4C ARPC1B ARVCF ASAP1 ASNS ATP8B2 AXL BCL2A1 BHLHE41 BIRC3 BLOC1S4 BTN3A3 C15orf39 C15orf48 C1QA C1QB C1QC C1R C1S C1orf216 C4A C4orf48 C7 CA5BP1 CALHM2 CALHM6 CALU CANX CARD8-AS1 CARHSP1 CASP1 CCDC88A CCL2 CCL5 CCM2 CCN3 CCND2 CCND3 CCR1 CD14 CD1D CD38 CD47 CD53 CD69 CDH11 CDH6 CDO1 CELF2 CFB CHI3L2 CHPF2 CHRNA3 CHST15 CLDN1 CLDN3 CLEC10A CLEC4A CLEC7A CLIC1 CMTM3 CMTM7 COL14A1 COL15A1 COL1A1 COL1A2 COL27A1 COL3A1 COL5A1 COL8A2 COMP CORO1A CORO1C CORO7 CRELD2 CRIP1 CSF1R CST6 CTHRC1 CX3CR1 CXCL1 CXCL14 CXCL16 CXCR4 CXorf38 CYBC1 CYRIA DEGS1 DGKQ DKK3 DLGAP1 DOCK11 DOCK2 DOK1 DOK3 DPCD DPP3 DRAM1 DTX3L EHBP1L1 EML3 EMP3 ERICH3 EVI2A FAS FAU FBN1 FCER1G FDXR FEZ2 FHOD1 FIBIN FKBP15 FLT3LG FN1 FNBP1 FSCN1 FXYD5 FYB1 FZD3 GABBR1 GABRE GABRP GASK1B GBP5 GFRA1 GGT5 GGTA1 GIMAP2 GLIPR2 GMFG GNB4 GNG2 GPNMB GPR61 GPX8 GRN GZMA GZMK HAVCR1 HCLS1 HCST HGF HIKESHI HLA-A HLA-B HLA-DMA HLA-DPA1 HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB6 HLA-E HLA-F HLA-G HLA-J HTATIP2 HTR7 IFITM1 IFNAR1 IFNAR2 IGHA1 IGHG1 IGHM IGHV3-21 IGHV3-23 IGHV3-47 IGKC IGKV1D-39 IGKV1OR2-108 IGKV2D-28 IGLC2 IGLL3P IKBIP IKBKB IKZF1 IL10RA IL17B IL17RA IL32 IL4I1 INHBA INSL3 IRAK1 IRAK2 IRF8 IRF9 ISLR ITGA1 ITGB2 ITGB2-AS1 ITM2C ITPR3 JAML JAZF1 JCHAIN KCND3 KIAA0930 KLF8 KRTCAP2 KXD1 LACC1 LAMP1 LAPTM5 LASP1 LCP2 LDLRAD3 LDLRAD4 LDLRAP1 LEPROT LIG3 LINC02086 LIX1 LMF2 LOXL1 LPCAT1 LST1 LTB LTBR LTF LUM LY6E LY75 LYN LYSMD2 LYZ MALL MAN2B1 MAP4 MARCHF1 MCAM MFGE8 MGAT1 MICALL2 MILR1 MIOS MIR34AHG MMP11 MMP7 MOXD1 MPEG1 MRAS MRC1 MS4A6A MS4A7 MSR1 MTHFD1L MVP MYDGF MYO1F MYOF MYRF NAPSB NCF1 NFIX NFKBIZ NKG7 NLGN4X NLRC5 NNMT NR2F1 NRXN3 NT5E NUAK1 NUB1 NUP62 NUS1 ODF3B OSMR P4HB PALD1 PAM PARP12 PARP14 PARVG PCDHA9 PDIA4 PFN1 PGGHG PGLS PGM2L1 PIGR PIK3CD PIK3CG PLAAT4 PLEKHO1 PLOD3 POLR1D POU4F3 PPM1M PPP1R14A PPP1R14B PPP1R18 PRAG1 PRB1 PREX1 PRICKLE1 PROM1 PRUNE1 PSMB10 PSMB8 PSMB9 PSME2 PTPN22 PTPN6 PTPRC PTPRE PXDN QPCT RAB31 RAB33A RAB34 RAB3GAP1 RAB4B RAB8B RAC2 RAD54L RARRES1 RASSF5 RBCK1 RBMS3 RBP1 REEP4 RFLNB RFTN1 RGS1 RGS10 RGS19 RHEX RHOA RIGI RIN3 RNASE6 RNF125 RNF166 RNF213 RPL10 RPL12 RPL13A RPL18 RPL18AP16 RPL27 RPL28 RPL35 RPL35A RPLP2 RPN1 RPS10 RPS19 RPS2 RPS25 RPS27L RPS6KA1 RRP12 RTN1 RUBCNL RUNX2 RUNX3 SAMD9 SAMD9L SAMHD1 SCARNA17 SCN5A SEL1L3 SELPLG SERPINE2 SERPING1 SETD7 SHANK2 SHISA5 SLAMF8 SLC12A9 SLC15A3 SLC18A2 SLC1A3 SLC40A1 SLC46A3 SLC6A6 SLFN11 SLFN5 SNCA SNHG12 SNORA70 SOCS3 SPARCL1 SPON1 SPON2 SPTLC3 SRGN SSR4 ST8SIA4 STAB1 STAT6 STING1 STK10 STOML1 STS SULF2 SVBP SVEP1 SYMPK SYNGR2 SYTL2 TAGLN TAGLN2 TAP1 TAPBP TBC1D2B TBCB TBXAS1 TCF3 TESC TFPI TGFBI THEMIS2 TIMP1 TIMP2 TKT TM4SF18 TMC6 TMED3 TMEM243 TMEM43 TMPRSS4 TMSB10 TNC TNFAIP2 TNFRSF11B TNFRSF25 TOR4A TPBG TPM1 TPM3 TPSAB1 TRAFD1 TRBC1 TRBC2 TREX1 TRIM22 TRIM47 TSPAN1 TSPAN18 TUBA1A TXNDC5 TYMP TYROBP UBE2D4 UBE2Q2P16 UBXN1 USP31 VARS1 VASH1 VCAM1 VCAN VEGFC VIM VOPP1 VSIR VSNL1 VTCN1 VWCE WDR46 WFDC2 ZCCHC24 ZCCHC7 ZEB2 ZFAS1 ZMAT3 ZNF783 ROESSLER_LIVER_CANCER_METASTASIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ROESSLER_LIVER_CANCER_METASTASIS_DN ACBD5 AK3 AMIGO1 ANKRD1 ARAP3 ARPP21 ATP6V1G2 CASP4LP CDCA4 CRIP1 CRISPLD2 DNAJC9 EFL1 GALK1 GRHL2 HIPK1 IVNS1ABP JMJD8 KIAA0319L LANCL2 LRPPRC MGAT5 MOAP1 MTUS1 N4BP1 NOL7 NRDE2 PCF11 PDCD11 PDLIM1 PLPP5 PRUNE1 RPS3 RPS6KA4 SH3GLB1 SLC12A8 SPG11 SUPT7L TACC1 TBC1D16 TMC6 TRIM33 TRMU U2AF1 UBXN4 UGT8 WWTR1 YRDC ZC3H12A ZNF415 ZNF605 ROESSLER_LIVER_CANCER_METASTASIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ROESSLER_LIVER_CANCER_METASTASIS_UP ABL2 ADD2 ADGRL1 AKR1C4 ALDH3B1 ALDH3B2 AP1S1 ASPH ATF2 BASP1 CALCOCO2 CCR3 CD247 CD37 CDH13 CDS1 CENPE CES1 CHEK1 CHGB CLCN7 COL4A5 COPA CSF3R CTRB1 CYTH3 DTYMK EMD ENO2 ENO3 EPB42 FANCC FEN1 FUT8 FZD2 G3BP2 GABRE GCFC2 GCLC GCNT2 GPD2 GTF2H1 GTF2H4 GUCA2B GYS1 HMMR HOXB13 HSD3B1 IL2RB IRF2 ITGA9 JOSD1 KCNQ1 KHK KMT5B LIMK1 LPL LRP6 LTF LY6E MAP3K6 MATK MDFI MMP9 MVK MYD88 NCAPD3 NEMP1 NFKB1 NR1D2 NUP205 PDK1 PITX2 PLA2G6 PLD2 PMAIP1 PRR3 PYGB RAB28 RAB3A RAB8A RAD50 RFC5 RFTN1 RGS20 RHAG RPA2 SART1 SELENBP1 SERPINB6 SLC20A2 SLTM SPOCK3 SPP1 SPTBN2 STOML1 STUB1 TGOLN2 TRAP1 TSHZ1 UNC119B USP12 VAMP3 VPS41 YES1 ZNF646 ROETH_TERT_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ROETH_TERT_TARGETS_DN CCR1 CCR2 CCR5 CLEC2B CRIM1 CXCR6 GZMK KLRC1 SPTBN1 ROETH_TERT_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ROETH_TERT_TARGETS_UP GPR35 HEG1 HERC5 HERC6 IFI44 IFI44L IFIT1 IFIT3 MX1 NRIP1 OASL PLA2G4A RSAD2 SLC12A8 ROPERO_HDAC2_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ROPERO_HDAC2_TARGETS ACHE ADCY10 ADD3 AP1S2 AP5Z1 APLP1 APOA2 APOL2 AQP4 ASAP1 B4GALT6 BAHCC1 BIRC7 BNIP3L C11orf68 CCDC85B CCDC88C CDC42BPA CEP57 CHIC2 CKMT2 COMP CORO1C CORO2B CYP2D6 DGCR6L DLEC1 DOP1A DPY19L1P1 EEF1AKMT2 EEF1D EIF4EBP1 EMP3 EPHA2 FANCE FCAR FGF14 FIBP FUT5 GCFC2 GFUS GIP GNLY GP2 GSS GZMB HAPLN1 HSPA13 IGFBP7 INS KCNJ6 KCNK3 KLK13 MACF1 MAG MDM2 MGAM2 MMP16 MOG MORN1 MYRF NADK NCOA4 NEK3 NPY2R OR1F2P PART1 PBX2 PCDHGA9 PCNX2 PDE4D PDX1 PLA2G5 PPOX PPP2R1B PTHLH PTPA RABEPK RAD52 RBFOX2 RBPMS RPS20P14 RUNX1 SEL1L SEPTIN6 SERGEF SHARPIN SLC22A6 SLC6A2 SLFN12 SMAD6 SNAPC1 SPTBN2 ST3GAL1 STEAP1B STMN2 TADA2A TBX2 TCL6 TLR6 TM6SF1 TMEM209 TNFAIP2 TNXB TRGC2 TXNIP TXNRD2 UBQLN3 UCHL3 WNT6 ZCCHC4 ZSCAN18 RORIE_TARGETS_OF_EWSR1_FLI1_FUSION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RORIE_TARGETS_OF_EWSR1_FLI1_FUSION_DN APC2 ARHGAP4 CD24 CHGB CRMP1 DBH DCX DDC DLK1 ELAVL3 ENPP2 FEV GAP43 GATA2 GATA3 INA ISL1 KIF5C MLLT11 MYCN NREP PRPH RGS5 RIMBP2 SCG2 SFRP1 TMOD1 TRIB2 RORIE_TARGETS_OF_EWSR1_FLI1_FUSION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RORIE_TARGETS_OF_EWSR1_FLI1_FUSION_UP ANXA1 CCN2 CCND2 CCNO CD55 CTH DAB2 DLX2 DYNLT3 EMP3 GADD45B GPC4 HLA-C HLA-E HTRA1 MDFIC ME1 MICB MN1 MYC NID1 PAWR PHLDA2 PITX2 POU4F1 RBP1 SELENOP TFAP2A ROSS_ACUTE_MYELOID_LEUKEMIA_CBF https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ROSS_ACUTE_MYELOID_LEUKEMIA_CBF ABR ADARB1 ADCY7 ATP2B4 BAALC BAIAP3 BLVRA C11orf21 C15orf39 CACNA2D2 CAV1 CBFB CCND3 CD34 CD52 CD58 CIAO3 CIITA CLEC5A CLIP2 CRIP2 DEPTOR DEXI DISC1 DNMT3B DUSP2 DUSP6 EGFL7 EGLN1 GALNT14 HIF1A HLA-DMB HLA-DPA1 HLA-DPB1 HOMER2 HPGDS HSD17B11 HYAL2 IL15RA IL5RA ISG20 ITGB4 JUNB KDM4B LAT2 MAN1A1 MKNK2 MN1 MYH11 NCALD OGG1 PGM1 PI4KA PMAIP1 POU4F1 PRAME PSD3 PTGER2 PTGIR PURA RASA4 RCBTB1 RHOB ROBO1 RUNX1T1 SIPA1L1 SLC25A1 SLC8B1 SPARC STK32B SYNGR1 TBXA2R TMEM268 TMEM43 TPK1 TPSAB1 TRH TRIM8 TRIO VAMP5 WFDC1 WIPF1 ROSS_AML_OF_FAB_M7_TYPE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ROSS_AML_OF_FAB_M7_TYPE ABCC4 ALDH1A1 ANK1 APOC1 APOE ARMC8 ATP5MJ BEX3 BMP2K CAVIN2 CD164 CMAS CTNNBL1 CUTA DLC1 DNAJC6 DNAJC9 DNM3 DRAP1 FADS2 FHL2 GATA1 GATA2 GJA4 GP1BA GP1BB HIGD1A HLTF ICAM4 ITGA2B KCNH2 KEL KLF1 LAPTM4B LAT MINPP1 MRPS12 MYH10 MYL4 NDUFB6 NEO1 NET1 PCCB PCDH9 PDCD10 PDLIM5 PLOD2 PNMT PROS1 PRUNE1 PSMD6 PTGS1 RASA1 RDX RHAG RYR3 SERPINI1 SLC39A4 SOD1 SQLE STXBP6 TAL1 TEK TFR2 TIMP3 TNIK TPM1 UROD VPS37B ZMYND8 ROSS_AML_WITH_AML1_ETO_FUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ROSS_AML_WITH_AML1_ETO_FUSION ACSM3 ADPRM ADRM1 AP1B1 ARHGAP1 ARHGEF6 BAALC BAIAP3 BEX1 C15orf39 CACNA2D2 CAV1 CCND1 CD19 CD244 CD34 CD58 CIAO3 CIITA CLEC5A DEPTOR DISC1 EGFL7 ENDOD1 ENSG00000275616 EPCAM FBXO38 H2BC10 H2BC5 H2BC7 H2BC9 HPGDS HYAL2 IER2 IL17RB IL5RA ISG20 ITGB4 ITPR1 KDM4B KLF11 LAPTM5 LAT2 LCP1 MAN1A1 MKNK2 MYRF NCALD NIT2 PALM PELI2 POU4F1 PRAME PSD3 PTGIR PTPN12 RASA4 RASAL1 RCBTB1 RGS10 ROBO1 RPS6KA1 RUNX1T1 SCML2 SHC1 SLC25A1 SLCO4A1 STK32B TBXA2R TCN1 TMEM43 TRAF3IP2 TRH TWSG1 USP10 VAMP5 VOPP1 WASHC2C WFDC1 ROSS_AML_WITH_CBFB_MYH11_FUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ROSS_AML_WITH_CBFB_MYH11_FUSION AK5 ANXA11 CBFB CCR2 CD1C CD1E CD52 CEBPD CFP CHI3L1 CLEC10A CLEC4A CLEC7A CTSS CYBB DUSP6 DYNLT1 FYB1 GIMAP4 GRHPR HPCAL1 IGKV1D-17 IL10RA IL13RA1 KCTD12 KIF17 LGALS2 LPAR1 MDFIC MEF2A MEGF9 MN1 MTMR11 MYH11 NACC2 NAGA NRP1 PGM1 PLBD1 PLXNB2 PTPRM QPCT S100A8 S100A9 SLC38A1 SLC7A7 SPARC ST18 TES TGFBI TNFAIP2 TNFSF13 ROSS_AML_WITH_MLL_FUSIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ROSS_AML_WITH_MLL_FUSIONS ACSL4 ADCY9 AK2 AKR7A2 ALDH3A2 ALDH3B1 ALOX5AP ANXA5 APH1B APOC2 BLOC1S1 C2 CAPG CCL23 CCL5 CES1 COL9A2 COX8A CPM CTSL CUL1 DACH1 DEXI ELF3 ENSG00000274253 FBP1 FCGR1A FES FEZ1 GAS7 GBA1 GGA2 GLG1 GOLGA8N GUSB HEXB HK3 HOXA5 HOXA9 IRAG2 ITGA7 ITGAX KMT2A LGALS1 LY86 MAGEF1 MBNL1 MEF2C MFSD1 MICAL1 MRPL33 MRPL34 MVP NKG7 PBX3 PGAM1 PHKA2 PLD3 PREB PYCARD RMND5B RNASE2 RNASE3 RNH1 RPL22 RPS6KA5 SAGE1 SCPEP1 SIRPA SLC9A6 SNX10 SOCS2 SPG21 SRGN STXBP2 SYT17 TDRD7 TPP1 TRPM4 XAGE1B ROSS_AML_WITH_PML_RARA_FUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ROSS_AML_WITH_PML_RARA_FUSION AFF2 AGAP4 AGRN ALCAM ALOX5 ANKFY1 ANXA8 AQP3 ARFGEF1 ARHGAP4 ASNS ATG13 AUTS2 CALR CCNA1 CDKN1C CERS4 CFD CHN2 CHPF2 CLMN CMAHP COL2A1 CPA3 CST7 CTSW DENND10P1 FGF13 FNDC3B GALNS GCNT1 GRB10 HGF HSPA5 HYOU1 IGFBP2 ITPR2 JAG1 KRT18 LDLRAD4 LRFN4 LTK MANF MAP1A MAP4 MEG3 MEGF6 MMP2 MPO MRC2 MST1 MST1P2 MTARC2 MXRA7 NAALADL1 NDST2 NISCH P4HB PDE3B PGBD5 PRODH PRR14 PTGDS PXDN RASL12 RCN1 S100B SEC31A SERPING1 SLC1A4 SLC25A38 SMARCD3 ST3GAL6 STAB1 STXBP1 TLE1 TMEM87A TMEM94 TMX4 TNFRSF4 ROSS_LEUKEMIA_WITH_MLL_FUSIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ROSS_LEUKEMIA_WITH_MLL_FUSIONS ABCA7 ADAM10 ADCY9 AK2 AKR7A2 ALDH3A2 ANXA5 ARL6IP5 ARPC2 BMI1 C11orf24 CAPG CCL23 CCL5 CCND2 CES1 CLASP2 CORO1C CSPG4 DAB2 DACH1 DAD1 DEXI ENDOG ENSG00000274253 FAIM FEZ1 GLT8D1 GPM6B HCLS1 HEXB HIF1A HOXA10 HOXA4 HOXA5 HOXA7 HOXA9 HTR1F IGFBP7 ITGA7 JMJD1C KLRK1 LAMP5 LGALS1 LILRA1 LIPC LPCAT1 MAP3K5 MBNL1 MEIS1 MICAL1 MRPL33 MYH9 MYO5C MYO6 NKG7 PALLD PARP8 PBX3 PCDHGC3 PLD3 PNMA8A POP5 PROM1 PSMD7 PTPRC RAC2 RBKS RHOBTB3 RNASE3 SCP2 SCPEP1 SENP6 SIDT2 TIGAR VLDLR ZEB2 ZNF274 ZSCAN18 ROSTY_CERVICAL_CANCER_PROLIFERATION_CLUSTER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ROSTY_CERVICAL_CANCER_PROLIFERATION_CLUSTER ACACA ANP32E APOBEC3B ASF1B ASPM ATAD2 AURKA AURKB BID BIRC5 BRCA1 BUB1 BUB1B CA2 CCNA2 CCNB1 CCNB2 CCNE2 CCNF CDC20 CDC6 CDCA3 CDCA8 CDK1 CDKN2A CELSR3 CENPA CENPE CENPF CENPM CENPU CEP55 CHAF1B CHEK1 CKS2 COMMD8 DBF4 DHFR DLGAP5 DNA2 DNMT3B DPP3 DSG2 DTL DTYMK E2F1 E2F8 EBP ECT2 EIF4EBP1 ERCC6L ESPL1 EZH2 FANCI FBXO5 FEN1 FOXM1 GGH GINS1 GINS4 GMNN GTSE1 H2AX H2AZ1 HELLS HJURP HMGA1 HMGB2 HMMR IFT25 JPT1 KIF11 KIF14 KIF15 KIF18B KIF20A KIF20B KIF23 KIF2C KIF4A KIFC1 KPNA2 LMNB1 LRP8 LSM4 MAD2L1 MAPK13 MCM10 MCM2 MCM4 MCUB MELK MKI67 MRPS15 MYBL2 NCAPG NCAPH NDC80 NEK2 NETO2 NUSAP1 OIP5 PAFAH1B3 PAQR4 PBK PCLAF PCNA PLEK2 PLK1 POLA2 POLQ PRC1 PRELID3B PTTG1 RACGAP1 RAD51AP1 RPA3 RRM2 SAC3D1 SHCBP1 SLC25A15 SLC38A1 SMC2 SMC4 SPAG5 SPDL1 STIL TACC3 TK1 TMPO TMSB10 TOP2A TPGS2 TPX2 TRIP13 TTK TYMS UBE2C UBE2S ZWINT ROVERSI_GLIOMA_COPY_NUMBER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ROVERSI_GLIOMA_COPY_NUMBER_DN ADAM12 AMFR ANKRD10 ANXA11 ARHGAP15 ARHGEF7 ARL2BP ATP5F1C BBS2 BCCIP CCNC CDKN2A CES1 CETP COQ3 CPNE2 CTBP2 DHX32 DOCK1 FANK1 FBXL4 FHL5 GNAO1 GPR63 HERPUD1 HNMT ING1 ITIH2 ITIH5 KCNMA1 KIN KLHL32 KYNU LRP1B MKI67 MMP21 NUDT21 NUTM2A NXPH2 POU3F2 PRDM13 PSME3IP1 PTEN PTPRE SFMBT2 SFTPA1 SFTPA2 SFTPD SOX1 TAF3 TAFA5 TUBGCP3 UROS ZEB2 ROVERSI_GLIOMA_COPY_NUMBER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ROVERSI_GLIOMA_COPY_NUMBER_UP ABCF2 ACP2 AHR APOC1 APOC2 APOC4 APOE ARHGAP1 BCAM BCL3 CALCR CBLC CEACAM19 CHRM4 CHST1 CKAP5 CKM CLASRP CLPTM1 CNMD CREB3L1 CRY2 DDB2 DGKI DGKZ DPF1 ECT2 ELMO1 ERCC1 ERCC2 EXOC3L2 EYS F2 FOLH1 FOSB GALNT10 GALNT11 GALNT5 GALNT6 GALNT7 GALNT8 GALNT9 GEMIN7 KLC3 KMT2C KMT2E LRP4 MADD MAPK8IP1 MARK4 MBD3L1 MDK MYBPC3 MZF1 NAMPT NECTIN2 NLGN1 NR1H3 NSUN5P1 NUB1 OR2Z1 ORC5 PACSIN3 PCDH18 PEX16 PHF21A PIK3CG PMS2P2 POLR1G PPP1R13L PRKAG2 PSMC3 PTPRJ PTPRN2 RELB RELN RHEB SIPA1L3 SLC26A5 SLC27A5 SLC35C1 SLC7A11 SMARCD3 SPATA16 SPI1 SUGT1 SYPL1 SYT13 TOMM40 TRIM28 TSPAN13 UBE2M VIPR2 XRCC2 ZBTB45 ZNF132 ZNF296 ZNF324 ZNF408 ZNF584 ROVERSI_GLIOMA_LOH_REGIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ROVERSI_GLIOMA_LOH_REGIONS ABCC9 ADAMTS3 ADGRL3 ANO5 ARAP2 ATF7IP ATXN1 CENPC CNTN4 DDHD1 EMP1 EPHA5 FANCF FERMT2 GAS2 GC GMPR GNPNAT1 GPRC5A GPRC5D GRIN2B GSG1 GUCY2C HEBP1 HTATIP2 IL5RA KCNJ8 LDHB LRRN1 MUC15 MYLIP NELL1 NPFFR2 PDPN PPFIBP1 PRDM2 PRMT3 PSMC6 PTTG2 PVR SLC17A6 SLC6A5 STYX TBC1D1 TRNT1 ROYLANCE_BREAST_CANCER_16Q_COPY_NUMBER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ROYLANCE_BREAST_CANCER_16Q_COPY_NUMBER_DN ANKRD26P1 C16orf87 CAPNS2 CDH8 CDYL2 CES1 CES1P1 CES5A CNTNAP4 DNAJA2 DYNLRB2 GNAO1 GPT2 IRX6 ITFG1 LPCAT2 MAF MMP2 MYLK3 NETO2 ORC6 PHKB SHCBP1 SLC6A2 VPS35 WWOX ROYLANCE_BREAST_CANCER_16Q_COPY_NUMBER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ROYLANCE_BREAST_CANCER_16Q_COPY_NUMBER_UP ADGRG1 ADGRG3 ADGRG5 AFG3L1P AKTIP ANKRD26P1 C16orf78 C16orf87 CBLN1 CCDC113 CCL17 CCL22 CDH8 CETP CFAP20 CHD9 CIAPIN1 CMIP CNGB1 CNOT1 COQ9 CPNE2 CSNK2A2 CX3CL1 DBNDD1 DEF8 DOK4 DRC7 ENSG00000187185 FANCA FTO GAN GAS8 GINS3 GOT2 GPT2 IL4 IRX3 KATNB1 KIFC3 MC1R MPHOSPH10P1 MYLK3 NDRG4 NLRC5 OAZ1 ORC6 PLCG2 PLLP POLR2C PRDM7 PRSS54 PSMD7 PSME3IP1 RBL2 RPGRIP1L RSPRY1 SHCBP1 SLC38A7 SPIRE2 TCF25 TUBB4A VPS35 ZNF276 ROY_WOUND_BLOOD_VESSEL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ROY_WOUND_BLOOD_VESSEL_DN ANXA8 ATP1B1 ATP8B1 C1orf116 CD24 CEACAM6 DSP EPB41L4B ERBB3 F5 FBXO9 GABRP H2AC25 KLF5 KRT14 KRT15 PROM1 RNF43 S100P SCGB2A2 SFRP1 SLC6A14 SOX9 ROY_WOUND_BLOOD_VESSEL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ROY_WOUND_BLOOD_VESSEL_UP ANGPT2 ANGPTL2 ANXA6 ATG4A BMP1 CCN1 CDH5 CHN1 COL3A1 COL4A1 COL5A2 COL5A3 CYFIP2 DENND4B FBXL7 FKBP1B GALNT2 GBP1 GNA12 HEG1 HLA-DRB4 HYAL1 KCNJ8 KDM5D LUM MCTP1 MMP1 MSX1 NID2 NRP1 PCDH17 PEA15 PLAU PLXDC1 POSTN RAB31 S100A4 SEL1L3 SGCB SLCO2A1 SRSF11 STC1 STOM SULF1 TES THY1 TIMP1 VCAN XAF1 ZWINT ROZANOV_MMP14_CORRELATED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ROZANOV_MMP14_CORRELATED ANXA7 CSNK2A1 DAPK1 JAG1 NNT NR3C1 PIK3CD SLCO2A1 SMARCA1 SNRPB2 STK38 ROZANOV_MMP14_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ROZANOV_MMP14_TARGETS_DN AGA AJAP1 C1QL2 C1orf94 CARD16 CCN3 EHD1 FLRT2 GAD1 HELZ2 IL13RA2 MAF MANEAL MT2A NMRAL1 P3H2 PGM2L1 PIK3R1 PLXDC2 PTPRN RGS17 RTN1 SDC4 SHTN1 SIGIRR SNTB1 SPINK1 TRIOBP UBE2C VCX3A VENTX VWA5A ZDHHC14 ZHX3 ZNF185 ROZANOV_MMP14_TARGETS_SUBSET https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ROZANOV_MMP14_TARGETS_SUBSET ANGPTL2 ANKRD1 CALD1 CHSY1 COL18A1 COL4A1 COL4A2 COL5A1 COL6A1 COL6A2 EFEMP1 EMILIN2 ERO1A FN1 GJB2 HAS2 HHIP HIF1A LAMA4 LAMB1 LOXL3 MATN2 MDK NR3C1 P3H1 PAEP PLOD2 PLXND1 PTGS1 SERPINH1 SULF2 TIMP3 TNFRSF11B ROZANOV_MMP14_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ROZANOV_MMP14_TARGETS_UP ADA ADD3 ADGRE1 ADORA2A AK5 ALDH18A1 ALDOC ALPK2 AMIGO2 ANGPTL2 ANKDD1A ANKRD1 ANXA6 ANXA7 AOPEP APMAP APOL3 ARHGAP36 ARRDC4 ATF7IP2 ATP5MK B3GALNT1 BACE1 BOC BTG2 C1QTNF6 CA12 CACNG6 CALD1 CCL20 CCN2 CCND2 CD83 CDC42 CDCA7 CDCP1 CEND1 CGNL1 CHST15 CHSY1 CNEP1R1 COL18A1 COL4A1 COL4A2 COL5A1 COL6A1 COL6A2 COLEC12 COMMD8 CPE CRLS1 CSNK2A1 CSPG4 CST7 CXXC5 CYTL1 DAAM2 DAPK1 DDIT4 DDX43 DENR DEPTOR DHX40 DNAJC22 DOK1 DSTN ECHDC2 EFEMP1 EFEMP2 EMILIN2 ENO2 ENPP1 ERO1A ERRFI1 FCRLA FEZ1 FKBP1A FKBP7 FLI1 FN1 FOXN3 FRMD6 FST FUCA1 GBP3 GJB2 GLIPR1 GMFG GPR162 GPR55 H2BC5 H4C14 HAS2 HBE1 HCLS1 HEG1 HERPUD1 HHIP HIF1A HLA-B HLA-DMA HLA-DMB HLA-DPB1 HMGN1 HSD11B1 HSD17B6 HTRA3 ICAM2 IFITM1 IFITM2 IGFBP2 IGFBP7 IL1R1 IL1R2 IL2RB IL32 IL4I1 IQCK ISG20 ITM2A JAG1 KDM1A KIF1B KRT86 LAMA4 LAMB1 LGALS3BP LGMN LHPP LMBR1L LOXL3 LPXN LRIG1 LRP5 LRRC17 LRRN4CL LYPD6B MACROH2A1 MAGEC2 MAGED4B MATN2 MDK MEGF10 MIA MKKS MMP14 MOCOS MRPL42 MRPS26 MSX1 MUC6 MX1 MYLK MYLK2 MYO18B MYRF N4BP2L1 N4BP2L2 NAA20 NCAM1 NCF2 NDRG4 NFE2L3 NKD2 NMNAT2 NNMT NNT NR1H3 NR3C1 NUPR1 NXN OAS1 P3H1 PAEP PAGE1 PALM2AKAP2 PAQR6 PCOLCE PDGFRL PDLIM1 PIK3CD PIK3IP1 PLAAT3 PLAAT4 PLAC8 PLCB4 PLK2 PLOD2 PLXND1 PMAIP1 PNKD PNPLA7 POLR2M PPARG PPP6R2 PRAG1 PRDX6 PSD4 PTGR1 PTGS1 PXDN PYCARD PYGB PYROXD2 QPRT RAB20 RBFOX2 RBPMS2 RCC1 RGS4 RIN2 RWDD2B S100A2 SCNN1A SEPTIN6 SERPINA5 SERPINH1 SGPL1 SH2D1B SHISAL1 SHLD1 SHROOM2 SIRPA SLAMF7 SLC12A7 SLC16A4 SLCO2A1 SMARCA1 SMOX SNAP25 SNRPB2 SNX10 SNX5 SOBP SOD3 SPATA18 SRPX2 ST6GAL1 STK3 STK38 SULF2 SUSD4 TAF12 TAGLN TDO2 TIMP3 TLR2 TMCO4 TMEM44 TMEM45A TMEM59L TMEM74B TMEM98 TNFRSF11B TPM1 TPM3 TPST2 TRIML2 TRPV4 TTYH2 TXNIP UACA VANGL2 WDR46 WDR86 XRN2 ZG16B RUAN_RESPONSE_TO_TNF_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RUAN_RESPONSE_TO_TNF_DN AATK ABCD2 ACADM ACADS ACOX1 ACSL1 ADIPOQ ADRB3 AK2 ALAD ALAS1 ALDH1A1 AOC3 AP3S1 APOC4 AQP7 ARL4A BCKDHA CBX4 CDKN2C CEBPA CEBPG CFD CIB2 CIDEC COL15A1 DBI DGAT1 DHRS3 ECH1 ENTPD5 ESYT1 FABP5 FASN FXYD1 G0S2 GPAM GPD1 HIPK2 HIPK3 HK2 HSD17B4 IDH1 IDH3G IRX3 ITGA6 LAMA4 LPL LTC4S ME1 MMUT NFS1 NNMT NR1H3 NRIP1 ORM2 PC PCK1 PEX11A PFKFB1 PLA2G6 PLIN4 PPARG PXMP2 QKI RASD1 REEP5 RETN RGS2 RNF11 SCARB1 SELENBP1 SLC2A4 SORBS1 TALDO1 TOB1 TPP2 TST UCK1 RUAN_RESPONSE_TO_TNF_TROGLITAZONE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RUAN_RESPONSE_TO_TNF_TROGLITAZONE_DN ABCD2 ADIPOQ ADRB3 ALAD AOC3 AP3S1 APOC4 AQP7 CBX4 CDKN2C CFD CIB2 DHRS3 FASN FXYD1 GPAM HIPK2 HK2 HSD17B4 IDH1 IDH3G IRX3 LPL MMUT NRIP1 ORM2 PC PFKFB1 PLA2G6 PPARG PXMP2 RASD1 RETN RGS2 RNF11 SELENBP1 SLC2A4 TPP2 TST RUAN_RESPONSE_TO_TNF_TROGLITAZONE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RUAN_RESPONSE_TO_TNF_TROGLITAZONE_UP ABCA1 ACOX1 CIDEC COL15A1 CP GBP2 HIPK3 HLA-B HLA-E HP IFNGR1 LTC4S OR2H2 PCK1 SERPINA3 STAT1 TAP2 RUAN_RESPONSE_TO_TNF_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RUAN_RESPONSE_TO_TNF_UP ABCA1 CP DCN GBP2 HLA-B HLA-E HP IFNGR1 OR2H2 SERPINA3 STAT1 TAP2 THRSP RUAN_RESPONSE_TO_TROGLITAZONE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RUAN_RESPONSE_TO_TROGLITAZONE_DN ADIPOQ AK2 AOC3 AP3S1 CDKN2C HK2 HLA-E IDH3G IRX3 NRIP1 ORM2 PLA2G6 PPARG RGS2 SELENBP1 THRSP TST RUAN_RESPONSE_TO_TROGLITAZONE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RUAN_RESPONSE_TO_TROGLITAZONE_UP ACOX1 ACSL1 AQP7 ARL4A CEBPA CIDEC DBI DGAT1 DHRS3 FABP5 HIPK2 HIPK3 HSD17B4 LAMA4 NFS1 OR2H2 PCK1 PLIN4 QKI RASD1 SCARB1 SORBS1 STAT1 TALDO1 RUIZ_TNC_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RUIZ_TNC_TARGETS_DN ABHD5 AMIGO2 ASF1B ATAD2 AUNIP AURKB BARD1 BIRC5 BLM CALM2 CAV1 CAV2 CCDC86 CCNA2 CCNE1 CCNE2 CD24 CD44 CDC25A CDC42EP3 CDC45 CDC6 CDK1 CENPU CKS2 CRIM1 CTPS1 CXCL8 DCTPP1 DDAH1 DHFR DIO2 DKC1 DKK1 DMD DNAJC9 DSCC1 DTL E2F1 E2F8 EFEMP1 EGFR EIF2S1 EIF5 EXO1 EXOSC8 FAM111A FANCI FEN1 FHL2 FOSL1 FOXM1 FST GINS1 GINS2 GINS3 GMNN GPRC5A H2AX HJURP IL7R ITGBL1 KIF2C LPXN LYPD1 MAD2L1 MCM10 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MELK MEST MET MICAL2 MRTO4 MT1X MYBL1 MYOF NAV3 NCAPG2 NMT2 NRG1 NXN ODC1 OGFRL1 OIP5 OLR1 ORC1 P3H2 PALM2AKAP2 PBK PDSS1 PEA15 PFKP PLAU PNP POLR1E POLR3K POP7 PRIM1 PRPS1 PTPRF RAD51AP1 RAD54B RAD54L RFC4 RFTN1 RFWD3 RGS20 RRAS2 RRM2 RRP7A SERPINB2 SERPINE2 SH3BP4 SHCBP1 SLC38A1 SLC7A1 SLC7A5 SPC25 SPDL1 STC2 THBS1 TIPIN TMEM158 TMEM97 TMPO TNFRSF12A TNPO1 TPM1 TRIP13 TUBB4B TUBB6 TYMS UBE2C UGCG USP1 YWHAH ZWILCH ZWINT RUIZ_TNC_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RUIZ_TNC_TARGETS_UP A2M ACSL4 ALDH3A1 ANXA4 APOE ARHGAP28 ARID5B ARRB1 ATP2B4 ATP9A AUH BAMBI BAZ2B BCL6 BDH2 BNIP3L BTG1 BTN3A2 BTN3A3 C14orf132 C1RL C21orf91 CAT CBLB CDH11 CHST15 CLCA2 CLU COL18A1 COL1A2 COL3A1 COL4A5 COL5A2 CSGALNACT1 CTDSP2 CTSA CTSC CXCL12 DDIT4 EAPP EDNRA ENPP2 EXTL2 EYA1 FAM110B FCGRT FLRT2 FOXF1 FOXF2 GBE1 GBP2 GDF15 GLCE GOLGB1 GPRC5C GRN GSN HBP1 HERPUD1 HEY1 HNMT HPGD ID2 IFIH1 IGFBP7 IL1R1 IMPA2 IQGAP2 ITSN1 JCAD KCTD12 KDM5B KLF9 KLHL24 KRIT1 LDB2 LEF1 LRIG1 LTA4H LTBP3 MAFB MAGED1 MAGED4B MAN1A1 MARCHF6 MEIS1 METTL7A NAP1L1 NBR1 NR2F1 NUMA1 OLFML2B PCMTD2 PDCD4 PDE5A PDGFRA PDGFRB PHF21A PLAAT4 PLK2 PLPP1 PNRC1 PROS1 PSAP PTPN13 RAB17 RARRES1 RCBTB1 RESF1 ROBO1 RSRP1 SAT1 SCG2 SELENBP1 SELENOP SEMA3C SEMA5A SIDT2 SLC16A4 SLC23A2 SLC2A10 SLC2A3 SLC35E2B SLC5A3 SLC6A15 SNAP25 SNCAIP SOX4 SPP1 SPTSSA SSBP2 ST3GAL1 STON1 TBC1D3F TBL1XR1 TBXAS1 TCF12 TDO2 TIMP4 TM4SF1 TNFSF10 TNKS TPP1 TRIB2 TRO UBXN4 VCAM1 VGLL4 WASHC2C WDR26 WIPI1 WSB1 YPEL5 ZBTB20 ZCCHC24 ZNF532 RUNNE_GENDER_EFFECT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RUNNE_GENDER_EFFECT_UP DDX3Y EIF1AY KDM5D PRKY RPS4Y1 TXLNGY USP9Y UTY ZFY RUTELLA_RESPONSE_TO_CSF2RB_AND_IL4_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RUTELLA_RESPONSE_TO_CSF2RB_AND_IL4_DN ABCC3 ACAA2 ACADVL ACAT1 ACP3 ADAM28 AIF1 AKR1B1 ALDH3A2 ALOX5 AMPD2 AMY1A ANP32A ANXA5 AOAH APLP2 AQP9 ARFGAP3 ARGLU1 ARHGEF40 ARHGEF6 ASAH1 ATP13A3 ATP6V0A1 ATRX BCAT1 BHLHE41 BTN3A3 C12orf4 C1QA C3 C3AR1 C5AR1 CACNA2D3 CALHM2 CALML4 CASP1 CCDC69 CCL15 CCL2 CCL3 CCNL1 CCR1 CCR5 CCRL2 CD14 CD163 CD2AP CD300A CD48 CD52 CD55 CDKN1C CERT1 CES1 CFD CFP CHPF2 CHPT1 CHST15 CLEC4E CLEC5A CMKLR1 CNPY2 CNPY3 CPD CPM CRTAM CTBS CTSD CTSK CTSL CX3CR1 CXCL1 CXCL10 CXCL3 CXCL5 CYBB CYP27A1 DAB2 DDIT4 DECR1 DENND3 DHRS4 DMXL2 DNTTIP2 DPEP2 DUSP6 EGR1 EIF2AK2 EMC7 EMP1 ENTPD1 EPB41L3 EREG ETS2 F2RL1 FAH FBP1 FBXL5 FCAR FCGR1A FCN1 FDX1 FKBP4 FPR1 FYB1 FYN G6PC3 GADD45G GALC GLA GNS GRPEL1 GSR GTF3A HADHA HBEGF HDAC9 HDDC2 HEBP2 HERPUD1 HEXB HK2 HLA-DQA1 HLA-E HNRNPA1 ICAM2 ICAM3 IDO1 IFI6 IFITM2 IFITM3P7 IGFBP7 IL18 IL1B IMPA2 IQGAP2 IRAG2 IRAK3 ITGA4 ITGAL ITPK1 ITPR1 KLF10 KLF9 LAIR1 LAMP1 LEPROT LGALS3 LILRA2 LILRB2 LILRB4 LMO2 LPXN LTA4H LTB4R LY86 LYSET MAFB MAN2A2 MAP4K1 MAPRE2 MCL1 MCTP1 MDM1 MEF2C METTL9 MFHAS1 MIS18BP1 MITF MPRIP MS4A4A MS4A6A MSRB2 MT1F MT1G MT1H MT1X MT2A MX2 MYD88 MYO15B MYOF NAMPT NCOA1 NCOA4 NEDD9 NFATC2IP NINJ2 NKG7 NKTR NLRP3 NOTCH2 NPL NR1H3 NR4A2 NREP NRG1 NRIP3 NUP214 OAZ2 OSBPL1A PACSIN2 PCK2 PDIA5 PDXK PECAM1 PELI1 PGS1 PHACTR1 PID1 PINK1 PLA2G7 PLAAT4 PLAC8 PLCL2 PLIN2 PLOD3 PLSCR1 PLTP PNP PPIF PPM1F PRKCB PRKRIP1 PSTPIP1 PTGDS PTGER2 RAB20 RAP1GAP2 RASGRP2 RERE RGCC RGS2 RHOQ RIN2 RNASE4 RNASET2 RNF138 RPL22 RPL28 RPS4XP2 RSAD2 RUBCNL S100A12 S100A9 SCARB2 SCCPDH SCO2 SDR39U1 SELL SEPTIN9 SETD1B SFPQ SGK1 SGMS1 SH3BP5 SIGIRR SIK3 SLC16A5 SLC16A6 SLC2A3 SLC30A1 SLC31A1 SLC35B1 SLC36A1 SLC43A3 SLC7A7 SMAD3 SMIM7 SNHG32 SNTB1 SNX10 SOD2 SON SORL1 SP110 SP140L SPARC SPHK1 SPOCK1 SPTLC2 ST6GAL1 STAT1 STK17A STK17B STS SUN2 SYF2 TBC1D1 TBC1D16 TCF7L2 TCIRG1 TEX2 TFEB TIMP2 TLE4 TLR1 TM6SF1 TM9SF4 TMX4 TNK2 TREM1 TRIT1 TSC22D1 TSEN34 TSPAN3 TUBA4A VCAN VMP1 VNN1 VSIG4 VWA5A ZFAND5 ZFP36 ZNF185 ZNF395 ZNF706 ZNF804A RUTELLA_RESPONSE_TO_CSF2RB_AND_IL4_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RUTELLA_RESPONSE_TO_CSF2RB_AND_IL4_UP ABCG1 ACO1 ACP5 ACSL3 ADAM12 ADAM19 ADAM8 ADAMDEC1 AKR1C1 AKT3 ALAS1 ANOS1 ANXA2 ANXA2P2 APOC1 APOE APOO ARHGAP22 ARL6IP5 ASMTL ATP1B3 ATP6V0E1 ATP6V1C1 ATP6V1H ATP9B B4GALT5 BATF3 BCAP31 BCOR BET1 BIRC3 BTG1 C1S C3orf14 C3orf18 CASP3 CCL13 CCL17 CCL18 CCL19 CCL22 CCL8 CCND1 CCNG2 CCNI CCR7 CCSER2 CD1B CD1E CD209 CD47 CD58 CD59 CD63 CD80 CD81 CD83 CD84 CD86 CD9 CDKN1A CDS2 CELF2 CEP350 CEP83 CERS6 CFLAR CHI3L1 CIRBP CLIC2 CREBL2 CREG1 CRIM1 CRIP1 CRYZ CSF2RA CSNK1E CSRP1 CSTF3 CXCL9 CXCR4 CYB5A CYP1B1 CYP27B1 CYTH1 DAD1 DAPP1 DCSTAMP DEPTOR DHCR24 DHCR7 DIPK1A DNAJB6 DNPH1 DOCK4 DPAGT1 DPYSL2 DUOX1 DUSP5 DYNC1LI1 EBI3 EED EEF1AKMT3 EGLN3 EIF2B3 EIF2S1 ELL3 ELOA EMC2 EMG1 EMILIN1 ENSA EPB41L2 FADS1 FASTKD1 FCER1A FCHSD2 FILIP1L FKBP1B FNBP1 FOXJ2 FSCN1 FTH1 FZD5 GABBR1 GADD45B GAS6 GBA1 GCLM GFPT1 GGH GLS GM2A GNA12 GOT2 GPD2 GPNMB GPR137B GRK3 GRSF1 GSDME HDAC2 HLA-DRB4 HOMER2 HSD11B1 HSPB1 IER5 IL10 IL13RA1 IL1A IL1R1 IL1R2 IL21R IL6ST ILRUN INHBA IRF4 JAG1 JAK1 KCNMA1 KIF2A KMO KYNU LAMP2 LAMP3 LDLR LHFPL2 LITAF LMBR1L LMNB1 LPAR1 LPP LRRK1 LTBP2 LXN LY75 LYPD3 MAOA MAP3K14 MAP3K6 MAP4K4 MARCKS MARCKSL1 MATK MCM5 MDH1 ME1 MED13L MED14 METTL1 MGLL MICAL1 MMP12 MMP2 MMP9 MOB1A MPZL1 MREG MRPL35 MTX2 N4BP1 NARF NARS1 NAT1 NCOA3 NDE1 NDP NDRG1 NDUFS2 NECTIN2 NEK3 NET1 NETO2 NIBAN1 NIT2 NME3 NPC1 NQO1 NR4A3 NRP1 OPTN PDCD6IP PDE4DIP PHYH PIGP PIR PKNOX1 PLEKHA5 PLGRKT PLPP1 PLPP3 PLXNA1 POGLUT1 PPARD PPP1R12A PPP1R16B PRDX1 PSD3 PSEN2 PSMB5 PSMG1 PTP4A3 PVR QPRT RAB11FIP1 RAB13 RAB38 RAB3GAP1 RAB8B RAB9A RABGAP1 RAMP1 RARRES1 RASGRP3 RBM47 RDH11 RDX REPIN1 RER1 RFTN1 RGL1 RO60 ROBO1 RUNX1 RUNX3 SC5D SCAMP2 SCD SCN11A SDC2 SDC4 SEC22B SEPHS1 SERPINE1 SERPINF1 SGPL1 SLAMF1 SLAMF7 SLAMF8 SLC11A2 SLC12A8 SLC1A2 SLC1A3 SLC1A4 SLC29A3 SLC3A2 SLC5A3 SLC7A11 SMARCC1 SMS SPINT2 SPP1 SPRED2 SQLE SQSTM1 ST3GAL1 ST3GAL6 ST8SIA1 STOM SUZ12 SYNGR3 TBC1D13 TBC1D4 TBCB TCEAL9 TCF3 TFG TFRC TGM2 TIA1 TMBIM6 TMEM131L TMEM184C TMEM51 TMEM97 TNFAIP6 TNFAIP8 TNFRSF4 TNIP2 TNIP3 TNS3 TPST1 TRADD TRAF1 TRAF3 TRAF5 TRIP10 TTN TUBA1C TXN UBAP2L UFSP2 VAT1 VDR WNT5B YIPF6 YWHAQ ZDHHC18 ZFYVE16 ZHX2 ZNF274 RUTELLA_RESPONSE_TO_HGF_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RUTELLA_RESPONSE_TO_HGF_DN ACADVL ACP3 ADAM19 ADAM8 AIF1 ALOX5 AMPD2 AMY1A ANP32A AOAH APLP2 ARGLU1 ARHGEF40 ARHGEF6 ATRX BATF3 BCOR BTG1 C5AR1 CACNA2D3 CALML4 CASP1 CCDC69 CCNG2 CCNI CCNL1 CD14 CD163 CD300A CD48 CD52 CD55 CD83 CD86 CDKN1A CDKN1C CELF2 CEP83 CFD CFP CHPT1 CIRBP CNPY3 CRIP1 CSNK1E CX3CR1 CXCR4 CYTH1 DAPP1 DDIT4 DECR1 DENND3 DEPTOR DNTTIP2 DPEP2 DPYSL2 DUSP6 EGLN3 EGR1 EIF2AK2 EREG ETS2 F2RL1 FBXL5 FCAR FCER1A FCHSD2 FCN1 FKBP1B FNBP1 FPR1 FYB1 FYN GADD45B GALC GAS6 GRPEL1 GTF3A HADHA HBEGF HDAC9 HDDC2 HEBP2 HERPUD1 HLA-DQA1 HLA-E HNRNPA1 HOMER2 ICAM2 ICAM3 IER5 IFITM2 IFITM3P7 IGFBP7 IL13RA1 IMPA2 IQGAP2 IRAG2 IRAK3 ITGA4 ITGAL ITPK1 KIF2A KLF10 LILRA2 LILRB2 LMNB1 LMO2 LPP LRRK1 LTA4H LTB4R LY86 MAFB MAN2A2 MAP3K14 MAP3K6 MAP4K1 MAP4K4 MAPRE2 MARCKSL1 MCL1 MED13L MEF2C METTL9 MICAL1 MIS18BP1 MPRIP MS4A4A MS4A6A MSRB2 MX2 MYD88 MYO15B NAMPT NARF NCOA1 NDE1 NEDD9 NEK3 NET1 NFATC2IP NINJ2 NKTR NLRP3 NME3 NOTCH2 NR4A2 NREP NRG1 NUP214 PDIA5 PECAM1 PELI1 PGS1 PHACTR1 PID1 PLAAT4 PLAC8 PLCL2 PLEKHA5 PLIN2 PLSCR1 PNP PPM1F PPP1R16B PRKCB PRKRIP1 PTGER2 PTP4A3 QPRT RAB11FIP1 RABGAP1 RAP1GAP2 RASGRP2 RERE RGCC RGS2 RNASE4 RNASET2 RNF138 RO60 RPL22 RPL28 RPS4XP2 RSAD2 RUBCNL RUNX3 S100A12 S100A9 SCN11A SCO2 SDR39U1 SELL SEPTIN9 SETD1B SFPQ SH3BP5 SIGIRR SIK3 SLC16A5 SLC2A3 SLC7A7 SMAD3 SMARCC1 SMIM7 SNHG32 SON SORL1 SP110 SPINT2 SPOCK1 SPTLC2 ST6GAL1 STK17B STS SYF2 TBCB TCF7L2 TIA1 TLE4 TMEM131L TMX4 TNK2 TRADD TRAF5 TREM1 TRIT1 TSEN34 TTN TUBA4A VCAN VMP1 WNT5B ZDHHC18 ZFAND5 ZFP36 ZHX2 ZNF185 ZNF395 RUTELLA_RESPONSE_TO_HGF_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RUTELLA_RESPONSE_TO_HGF_UP ABCC3 ABCG1 ACAA2 ACAT1 ACO1 ACP5 ACSL3 ADAM12 ADAM28 ADAMDEC1 AKR1B1 AKR1C1 AKT3 ALAS1 ALDH3A2 ANOS1 ANXA2 ANXA2P2 ANXA5 APOC1 APOE APOO AQP9 ARFGAP3 ARHGAP22 ARL6IP5 ASAH1 ASMTL ATP13A3 ATP1B3 ATP6V0A1 ATP6V0E1 ATP6V1C1 ATP6V1H ATP9B B4GALT5 BCAP31 BCAT1 BET1 BHLHE41 BIRC3 BTN3A3 C12orf4 C1QA C1S C3 C3AR1 C3orf14 C3orf18 CALHM2 CASP3 CCL13 CCL15 CCL17 CCL18 CCL19 CCL2 CCL22 CCL3 CCL8 CCND1 CCR1 CCR5 CCR7 CCRL2 CCSER2 CD1B CD1E CD209 CD2AP CD47 CD58 CD59 CD63 CD80 CD81 CD84 CD9 CDS2 CEP350 CERS6 CERT1 CES1 CFLAR CHI3L1 CHPF2 CHST15 CLEC4E CLEC5A CLIC2 CMKLR1 CNPY2 CPD CPM CREBL2 CREG1 CRIM1 CRTAM CRYZ CSF2RA CSRP1 CSTF3 CTBS CTSD CTSK CTSL CXCL1 CXCL10 CXCL3 CXCL5 CXCL9 CYB5A CYBB CYP1B1 CYP27A1 CYP27B1 DAB2 DAD1 DCSTAMP DHCR24 DHCR7 DHRS4 DIPK1A DMXL2 DNAJB6 DNPH1 DOCK4 DPAGT1 DUOX1 DUSP5 DYNC1LI1 EBI3 EED EEF1AKMT3 EIF2B3 EIF2S1 ELL3 ELOA EMC2 EMC7 EMG1 EMILIN1 EMP1 ENSA ENTPD1 EPB41L2 EPB41L3 FADS1 FAH FASTKD1 FBP1 FCGR1A FDX1 FILIP1L FKBP4 FOXJ2 FSCN1 FTH1 FZD5 G6PC3 GABBR1 GADD45G GBA1 GCLM GFPT1 GGH GLA GLS GM2A GNA12 GNS GOT2 GPD2 GPNMB GPR137B GRK3 GRSF1 GSDME GSR HDAC2 HEXB HK2 HLA-DRB4 HSD11B1 HSPB1 IDO1 IFI6 IL10 IL18 IL1A IL1B IL1R1 IL1R2 IL21R IL6ST ILRUN INHBA IRF4 ITPR1 JAG1 JAK1 KCNMA1 KLF9 KMO KYNU LAIR1 LAMP1 LAMP2 LAMP3 LDLR LEPROT LGALS3 LHFPL2 LILRB4 LITAF LMBR1L LPAR1 LPXN LTBP2 LXN LY75 LYPD3 LYSET MAOA MARCKS MATK MCM5 MCTP1 MDH1 MDM1 ME1 MED14 METTL1 MFHAS1 MGLL MITF MMP12 MMP2 MMP9 MOB1A MPZL1 MREG MRPL35 MT1F MT1G MT1H MT1X MT2A MTX2 MYOF N4BP1 NARS1 NAT1 NCOA3 NCOA4 NDP NDRG1 NDUFS2 NECTIN2 NETO2 NIBAN1 NIT2 NKG7 NPC1 NPL NQO1 NR1H3 NR4A3 NRIP3 NRP1 OAZ2 OPTN OSBPL1A PACSIN2 PCK2 PDCD6IP PDE4DIP PDXK PHYH PIGP PINK1 PIR PKNOX1 PLA2G7 PLGRKT PLOD3 PLPP1 PLPP3 PLTP PLXNA1 POGLUT1 PPARD PPIF PPP1R12A PRDX1 PSD3 PSEN2 PSMB5 PSMG1 PSTPIP1 PTGDS PVR RAB13 RAB20 RAB38 RAB3GAP1 RAB8B RAB9A RAMP1 RARRES1 RASGRP3 RBM47 RDH11 RDX REPIN1 RER1 RFTN1 RGL1 RHOQ RIN2 ROBO1 RUNX1 SC5D SCAMP2 SCARB2 SCCPDH SCD SDC2 SDC4 SEC22B SEPHS1 SERPINE1 SERPINF1 SGK1 SGMS1 SGPL1 SLAMF1 SLAMF7 SLAMF8 SLC11A2 SLC12A8 SLC16A6 SLC1A2 SLC1A3 SLC1A4 SLC29A3 SLC30A1 SLC31A1 SLC35B1 SLC36A1 SLC3A2 SLC43A3 SLC5A3 SLC7A11 SMS SNTB1 SNX10 SOD2 SP140L SPARC SPHK1 SPP1 SPRED2 SQLE SQSTM1 ST3GAL1 ST3GAL6 ST8SIA1 STAT1 STK17A STOM SUN2 SUZ12 SYNGR3 TBC1D1 TBC1D13 TBC1D16 TBC1D4 TCEAL9 TCF3 TCIRG1 TEX2 TFEB TFG TFRC TGM2 TIMP2 TLR1 TM6SF1 TM9SF4 TMBIM6 TMEM184C TMEM51 TMEM97 TNFAIP6 TNFAIP8 TNFRSF4 TNIP2 TNIP3 TNS3 TPST1 TRAF1 TRAF3 TRIP10 TSC22D1 TSPAN3 TUBA1C TXN UBAP2L UFSP2 VAT1 VDR VNN1 VSIG4 VWA5A YIPF6 YWHAQ ZFYVE16 ZNF274 ZNF706 ZNF804A RUTELLA_RESPONSE_TO_HGF_VS_CSF2RB_AND_IL4_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RUTELLA_RESPONSE_TO_HGF_VS_CSF2RB_AND_IL4_DN ABCG1 ACSL3 ADAM12 ADAM19 ADAM8 ANP32A ANXA2 ANXA2P2 ARGLU1 ARHGAP22 ARHGEF6 ARL6IP5 ASMTL ATP1B3 ATRX BATF3 BCOR BET1 BIRC3 BTG1 C3orf14 C3orf18 CACNA2D3 CASP3 CCL13 CCL17 CCL19 CCL22 CCNG2 CCNI CCNL1 CCR7 CCSER2 CD1B CD1E CD209 CD58 CD59 CD80 CD83 CD84 CD86 CDKN1A CELF2 CEP350 CEP83 CERS6 CFLAR CFP CIRBP CLIC2 CREBL2 CREG1 CRIP1 CRYZ CSF2RA CSNK1E CSRP1 CXCR4 CYB5A CYTH1 DAPP1 DEPTOR DHCR7 DIPK1A DNAJB6 DPYSL2 DUOX1 DUSP5 DYNC1LI1 EBI3 EED EGLN3 ELL3 ENSA EPB41L2 F2RL1 FCER1A FCHSD2 FILIP1L FKBP1B FNBP1 FOXJ2 FSCN1 FZD5 GABBR1 GADD45B GAS6 GFPT1 GLS GPR137B GRK3 GRSF1 HDAC2 HEBP2 HERPUD1 HNRNPA1 HOMER2 HSPB1 ICAM3 IER5 IFITM3P7 IL13RA1 IL1R1 IL1R2 IL21R IL6ST INHBA IRF4 ITGA4 JAG1 JAK1 KIF2A LAMP3 LDLR LITAF LMBR1L LMNB1 LPP LRRK1 LTB4R LY75 LYPD3 MAOA MAP3K14 MAP3K6 MAP4K1 MAP4K4 MARCKS MARCKSL1 MCL1 MCM5 MED13L MED14 MGLL MICAL1 MIS18BP1 MMP12 MOB1A MREG MS4A6A N4BP1 NARF NCOA3 NDE1 NECTIN2 NEK3 NET1 NETO2 NFATC2IP NIBAN1 NIT2 NKTR NME3 NR4A3 NREP NRG1 OPTN PELI1 PHYH PKNOX1 PLAC8 PLEKHA5 PLGRKT PLPP1 PLXNA1 POGLUT1 PPM1F PPP1R12A PPP1R16B PSD3 PSEN2 PTP4A3 PVR QPRT RAB11FIP1 RAB38 RAB3GAP1 RAB8B RAB9A RABGAP1 RAMP1 RASGRP2 RASGRP3 REPIN1 RFTN1 RGS2 RNASE4 RNF138 RO60 ROBO1 RPL22 RPL28 RPS4XP2 RUNX1 RUNX3 SCN11A SDC4 SEPHS1 SERPINF1 SETD1B SFPQ SGPL1 SLAMF1 SLC16A5 SLC1A2 SMARCC1 SMS SNHG32 SON SORL1 SPINT2 SPOCK1 SPRED2 SQLE ST3GAL6 ST8SIA1 STK17B SUZ12 SYF2 SYNGR3 TBC1D13 TBC1D4 TBCB TCF3 TFG TIA1 TMEM131L TMEM97 TNFAIP8 TNFRSF4 TNIP2 TRADD TRAF1 TRAF5 TRIP10 TTN TUBA1C TXN UBAP2L VCAN VDR WNT5B YWHAQ ZDHHC18 ZFAND5 ZFP36 ZHX2 ZNF185 ZNF274 RUTELLA_RESPONSE_TO_HGF_VS_CSF2RB_AND_IL4_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RUTELLA_RESPONSE_TO_HGF_VS_CSF2RB_AND_IL4_UP ABCC3 ACAA2 ACADVL ACAT1 ACO1 ACP3 ACP5 ADAM28 ADAMDEC1 AIF1 AKR1B1 AKR1C1 AKT3 ALAS1 ALDH3A2 ALOX5 AMPD2 AMY1A ANOS1 ANXA5 AOAH APLP2 APOC1 APOE APOO AQP9 ARFGAP3 ARHGEF40 ASAH1 ATP13A3 ATP6V0A1 ATP6V0E1 ATP6V1C1 ATP6V1H ATP9B B4GALT5 BCAP31 BCAT1 BHLHE41 BTN3A3 C12orf4 C1QA C1S C3 C3AR1 C5AR1 CALHM2 CALML4 CASP1 CCDC69 CCL15 CCL18 CCL2 CCL3 CCL8 CCND1 CCR1 CCR5 CCRL2 CD14 CD163 CD2AP CD300A CD47 CD48 CD52 CD55 CD63 CD81 CD9 CDKN1C CDS2 CERT1 CES1 CFD CHI3L1 CHPF2 CHPT1 CHST15 CLEC4E CLEC5A CMKLR1 CNPY2 CNPY3 CPD CPM CRIM1 CRTAM CSTF3 CTBS CTSD CTSK CTSL CX3CR1 CXCL1 CXCL10 CXCL3 CXCL5 CXCL9 CYBB CYP1B1 CYP27A1 CYP27B1 DAB2 DAD1 DCSTAMP DDIT4 DECR1 DENND3 DHCR24 DHRS4 DMXL2 DNPH1 DNTTIP2 DOCK4 DPAGT1 DPEP2 DUSP6 EEF1AKMT3 EGR1 EIF2AK2 EIF2B3 EIF2S1 ELOA EMC2 EMC7 EMG1 EMILIN1 EMP1 ENTPD1 EPB41L3 EREG ETS2 FADS1 FAH FASTKD1 FBP1 FBXL5 FCAR FCGR1A FCN1 FDX1 FKBP4 FPR1 FTH1 FYB1 FYN G6PC3 GADD45G GALC GBA1 GCLM GGH GLA GM2A GNA12 GNS GOT2 GPD2 GPNMB GRPEL1 GSDME GSR GTF3A HADHA HBEGF HDAC9 HDDC2 HEXB HK2 HLA-DQA1 HLA-DRB4 HLA-E HSD11B1 ICAM2 IDO1 IFI6 IFITM2 IGFBP7 IL10 IL18 IL1A IL1B ILRUN IMPA2 IQGAP2 IRAG2 IRAK3 ITGAL ITPK1 ITPR1 KCNMA1 KLF10 KLF9 KMO KYNU LAIR1 LAMP1 LAMP2 LEPROT LGALS3 LHFPL2 LILRA2 LILRB2 LILRB4 LMO2 LPAR1 LPXN LTA4H LTBP2 LXN LY86 LYSET MAFB MAN2A2 MAPRE2 MATK MCTP1 MDH1 MDM1 ME1 MEF2C METTL1 METTL9 MFHAS1 MITF MMP2 MMP9 MPRIP MPZL1 MRPL35 MS4A4A MSRB2 MT1F MT1G MT1H MT1X MT2A MTX2 MX2 MYD88 MYO15B MYOF NAMPT NARS1 NAT1 NCOA1 NCOA4 NDP NDRG1 NDUFS2 NEDD9 NINJ2 NKG7 NLRP3 NOTCH2 NPC1 NPL NQO1 NR1H3 NR4A2 NRIP3 NRP1 NUP214 OAZ2 OSBPL1A PACSIN2 PCK2 PDCD6IP PDE4DIP PDIA5 PDXK PECAM1 PGS1 PHACTR1 PID1 PIGP PINK1 PIR PLA2G7 PLAAT4 PLCL2 PLIN2 PLOD3 PLPP3 PLSCR1 PLTP PNP PPARD PPIF PRDX1 PRKCB PRKRIP1 PSMB5 PSMG1 PSTPIP1 PTGDS PTGER2 RAB13 RAB20 RAP1GAP2 RARRES1 RBM47 RDH11 RDX RER1 RERE RGCC RGL1 RHOQ RIN2 RNASET2 RSAD2 RUBCNL S100A12 S100A9 SC5D SCAMP2 SCARB2 SCCPDH SCD SCO2 SDC2 SDR39U1 SEC22B SELL SEPTIN9 SERPINE1 SGK1 SGMS1 SH3BP5 SIGIRR SIK3 SLAMF7 SLAMF8 SLC11A2 SLC12A8 SLC16A6 SLC1A3 SLC1A4 SLC29A3 SLC2A3 SLC30A1 SLC31A1 SLC35B1 SLC36A1 SLC3A2 SLC43A3 SLC5A3 SLC7A11 SLC7A7 SMAD3 SMIM7 SNTB1 SNX10 SOD2 SP110 SP140L SPARC SPHK1 SPP1 SPTLC2 SQSTM1 ST3GAL1 ST6GAL1 STAT1 STK17A STOM STS SUN2 TBC1D1 TBC1D16 TCEAL9 TCF7L2 TCIRG1 TEX2 TFEB TFRC TGM2 TIMP2 TLE4 TLR1 TM6SF1 TM9SF4 TMBIM6 TMEM184C TMEM51 TMX4 TNFAIP6 TNIP3 TNK2 TNS3 TPST1 TRAF3 TREM1 TRIT1 TSC22D1 TSEN34 TSPAN3 TUBA4A UFSP2 VAT1 VMP1 VNN1 VSIG4 VWA5A YIPF6 ZFYVE16 ZNF395 ZNF706 ZNF804A RYAN_MANTLE_CELL_LYMPHOMA_NOTCH_DIRECT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RYAN_MANTLE_CELL_LYMPHOMA_NOTCH_DIRECT_UP ABHD6 ADTRP ARAP1 ARHGAP17 ARHGEF3 ARID1B B4GALT1 BATF BCL2A1 BID BLK BLNK CAMKK1 CAMP CBFA2T3 CD27 CD28 CD300A CD72 CD82 CD84 CDC25A CDK5R1 CHI3L2 CHST10 CLEC17A CNR2 COQ2 CR2 CUEDC1 CXCR5 CYLD DENND2D DNASE1L3 DNASE2 DNMBP DSE DTX1 DTX4 DUSP16 DUSP2 EML4 ENTPD1 FAM167A FCRL2 FCRL3 FCRL4 FGD2 FGR FLNB FMNL3 FYN GADD45B GALNT10 GALNT6 GFOD1 GRN HASPIN HES1 HES4 HEY2 HIVEP1 HPCAL1 ICAM1 ID2 IFIT3 IFNAR2 IFNGR1 IKZF1 IL10RA IL16 IL21R IL6R IQSEC1 IRF8 ITGAL KAZN KLF13 LDLRAD4 LGMN LIN54 LPCAT1 LY86 LYN MAP3K5 MGLL MPEG1 MX2 MYBL2 MYC NEDD9 NEIL2 NOTCH3 NR4A1 NRARP P2RX5 P2RY11 PAX5 PELI1 PIK3AP1 PLAC8 POU2AF1 PPAN PRICKLE1 PTK2B PTP4A3 PTPN6 RAB11FIP4 RHOBTB1 RHOH RHOV RILPL2 RUNX3 RXRA S1PR1 SASH3 SEMA7A SFTPB SH2B2 SH3TC1 SIK1 SMAD3 SNN SPIB SSH2 ST6GAL1 SUSD3 TASP1 TBC1D9 TET2 THEMIS2 TLE3 TMPRSS3 TNF TNFRSF13B TNFRSF1B TNIP1 TOP1 TRAF4 TRAM2 UBALD2 UBASH3B UST XYLT1 ZDHHC14 ZFP36 ZFP36L1 ZMIZ1 SABATES_COLORECTAL_ADENOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SABATES_COLORECTAL_ADENOMA_DN ABCA8 ABCG2 ABI3BP ACKR1 ADAMDEC1 ADCY2 ADH1B AFF3 AKAP12 ALPI AMPD1 ANGPTL1 ANK2 ANO5 ANPEP AOC3 AQP8 ARHGAP15 ASPA ASPN ATP1A2 B3GALT5 B3GALT5-AS1 BCHE BEND5 BEST4 BMP3 BMP5 BRINP3 BTNL8 C2orf88 C7 CA1 CA2 CA4 CA7 CCDC80 CCL13 CCL19 CCL21 CCL23 CCL5 CCL8 CD177 CD36 CD37 CD48 CDA CDH19 CDHR5 CDKL1 CDKN2B CDKN2B-AS1 CEACAM7 CES2 CFH CHAD CHGA CHGB CHODL CHP2 CHRDL1 CHRNA1 CLCA4 CLDN23 CLDN8 CLEC3B CLU CMAHP CNN1 CNNM2 CNTN4 COL14A1 COLEC12 CP CPB1 CPM CPNE8 CR2 CRYBA2 CTSG CXCL12 CXCL13 CYP3A4 CYTL1 DHRS11 DOCK10 DPP10 DPP10-AS1 DPT DSEL DUSP1 ECRG4 EDIL3 EDN3 EFEMP1 ENPP6 EPB41L3 EPHA3 EPHA7 F13A1 FABP4 FAM107A FAM13C FBLN1 FCMR FCRL3 FCRLA FDCSP FEV FLRT2 FMN2 FN1 FXYD1 GBA3 GCG GCNT2 GDPD2 GFRA3 GHR GLDN GPC6 GPM6B GPNMB GPX3 GREM2 GUCA2A GUCA2B HAPLN1 HOXD10 HSD17B2 HSD3B2 IGF1 IGHA1 IGHM IL6R INSL5 INSM1 ITGA4 ITIH5 JAM2 KCNIP4 KCTD12 KIF5C KNG1 L1CAM LAMA1 LGALS2 LIFR LINC01082 LINC02023 LMOD1 LPAR1 LRRK2 LRRN2 LYPD8 LYVE1 MAMDC2 MCOLN2 MEIS1 MEOX2 MEP1B MFAP4 MFAP5 MFSD4A MIR100HG MS4A1 MS4A12 MS4A8 MST1 MT1M MYH11 MYLK MYOT NAALADL1 NAP1L2 NAP1L3 NCF1 NDN NEUROD1 NEXMIF NHERF4 NLGN4X NPY NR5A2 NRXN1 OGN OR51E2 OSR1 PAG1 PCDH19 PCDH7 PCDH9 PCK1 PDE3A PDE6A PDZK1 PGM5-AS1 PHLPP2 PI15 PKIB PLA2G12B PLAAT2 PLAC9 PLP1 PNLIPRP2 PPY PRIMA1 PRKAA2 PRKCB PTN PTPRR PYY RAB3B RBM24 RERG RFX6 RSPO2 RSPO3 RTN1 RUNDC3B SCARA5 SCG2 SCGN SCN7A SCN9A SCNN1B SCNN1G SECTM1 SEMA6D SETBP1 SFRP1 SI SIGLEC1 SIT1 SLC15A1 SLC17A4 SLC22A4 SLC25A34 SLC26A2 SLC4A4 SLC51A SLC51B SLC6A19 SLC9A3 SORBS2 SORCS1 SOX10 SPIB SPINK2 SPINK5 SST STAP1 SV2B SYNE3 SYNPO2 TBC1D9 TEX11 THRB TLR7 TM6SF2 TMCC3 TMEM100 TMEM140 TMEM171 TMEM200A TMEM255A TMEM72 TMOD2 TNFRSF13C TNFRSF17 TNS1 TNXA TP53INP2 TPH1 TRAF3IP3 TRDC TRGC1 TRPM6 TSPAN7 TTR TUSC3 UGT2B15 UGT2B17 UNC5C USP2 VIP VPREB3 VSTM2A WASF3 WNT2B WSCD1 XKR4 XPNPEP2 ZBTB16 ZG16 ZNF483 ZNF536 ZNF667-AS1 SABATES_COLORECTAL_ADENOMA_SIZE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SABATES_COLORECTAL_ADENOMA_SIZE_DN BNIP1 C2orf72 CYSLTR1 GLDN GNPTAB MAOA MMP28 PDE4D RCAN3 RETNLB SYT17 TBX10 TMEM125 SABATES_COLORECTAL_ADENOMA_SIZE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SABATES_COLORECTAL_ADENOMA_SIZE_UP AATBC AHSA2P BCL6 CALHM6 DFFB FBXL6 GART LAMP2 LRRC14 MAP3K20 MDM4 NEAT1 NKD2 PGGHG SEC16B SLC20A1 SLC9A3-AS1 STMN3 STX16 THUMPD3-AS1 TIMP3 ZNF431 ZNF697 SABATES_COLORECTAL_ADENOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SABATES_COLORECTAL_ADENOMA_UP ACSL6 AJUBA ALDH4A1 ANLN AP1S3 APCDD1 ART3 ASCL2 AXIN2 AZGP1 BACE2 BMAL2 C2CD4A C4BPB CADPS CBLIF CCL20 CCNO CD44 CDH3 CEMIP CHAC1 CHI3L1 CLDN1 CLDN2 CPS1 CRNDE CST1 CXCL1 CXCL11 CXCL2 CXCL3 CXCL8 CYP4X1 DEFA5 DEFA6 DGAT2 DLGAP1-AS2 DMBT1 DPEP1 DSC3 DSG3 DSG4 DUOX2 DUOXA2 DUSP4 EPHX4 ETV4 FABP6 FAIM2 FOXQ1 FREM2 GABRP GALNT6 GATA2-AS1 GPSM2 GRHL1 GRHL3 GRM8 HES6 HYAL1 IGFBP2 IL13RA2 IL33 INHBA IRX3 KLK10 KLK11 KRT23 KRT6B KRT80 L1TD1 LCN15 LCN2 LGR5 LINC00963 LPL LRP8 LRRC34 LRRC36 LY6G6D MMP1 MMP10 MMP3 MMP7 MSLN MSX1 MSX2 MUC5AC NAP1L1 NFE2L3 NKD1 NMU NOTUM NQO1 ODAM PCSK1 PF4 PSAT1 PTP4A3 QPCT REG1A REG1B REG3A REG4 RNF183 RPL22L1 RRM2 RTEL1 S100A11 S100A2 S100A8 S100P SBSPON SERPINA3 SH3TC2 SLC16A4 SLC22A3 SLC6A14 SLC6A6 SLC7A5 SLCO1B3 SP5 SRPX2 STYXL2 TACSTD2 TBX3 TCN1 TDGF1 TEAD4 TGFBI TNFRSF10C TNFRSF6B TNS4 TRIM29 TRIM7 UCA1 UGT1A7 VSNL1 WDR72 SAENZ_DETOX_PATHWAY_AND_CARCINOGENESIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SAENZ_DETOX_PATHWAY_AND_CARCINOGENESIS_DN ABCC2 ACKR3 CYP2B6 CYP2C19 CYP2C8 CYP2D6 CYP3A5 CYP3A7 CYP4B1 CYP4F2 GSTK1 GSTO1 GSTT1 SLCO2A1 VDR SAFFORD_T_LYMPHOCYTE_ANERGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SAFFORD_T_LYMPHOCYTE_ANERGY ACTN4 ADGRE5 ADORA2A ADORA2B AGT ANGPTL2 ANKRD28 ANP32A ARFIP1 BNIP3 CASP4 CCL1 CCL3 CD40LG CDC14A CLEC4E CSF1 CTSE DDR1 DLG2 DTNA DUSP6 EGR2 ETV6 F2R FBXO34 FOXP1 FURIN FYN GABRA4 GADD45B GCH1 GGA2 HEBP2 HIF1AN HLF HSD17B6 HSPA1A HSPA4L IER3 ING4 IRF4 ISYNA1 JAK3 JARID2 JUP KCNJ11 KCNK5 KCNQ5 KIF15 KIFC3 LAG3 LILRB4 LPAR4 LRRC3 MARCHF2 MICA MMD MPZL2 MYH14 MYL7 MYO1C MYO1E NDRG1 NFATC1 NOCT NOTCH1 NR4A2 NR4A3 OAZ3 PFKP PLA2G10 RCBTB1 RNF19A S100A5 SFRP4 SLC29A3 SOCS4 SRGN STX11 TAGAP TEKT2 TINAG TNFRSF19 TNFRSF4 TNFSF11 TNFSF9 TP53RK ZFP36L1 ZNF629 SAGIV_CD24_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SAGIV_CD24_TARGETS_DN ADRB2 APOBEC3B ATF3 BIK CABP1 CAV1 CDKN1A CHAC1 CST6 CTTN CXCL8 DUSP5 ECM1 EMP3 EPHB6 FOXD1 GDF15 GEM HOMER3 HSD17B6 HSPB8 ICAM1 ISG20 KLHL22 LAT2 LDB1 MCAM N4BP3 NAGK OASL OGG1 PDGFB PLAU PLPPR2 PPP1R15A RELB RNF25 SPHK1 THBS1 TIMP4 TRAFD1 TRIM8 TUFT1 ULBP2 UROD SAGIV_CD24_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SAGIV_CD24_TARGETS_UP ARFGEF1 ASPM CABP1 CAV1 DNAJC13 EDEM3 EPHB6 FRYL KLHL22 LDB1 MCAM N4BP3 PHIP PLPPR2 RARRES1 SFPQ SLC4A4 SMC4 TFPI TRIM8 USP34 VPS13C SAKAI_CHRONIC_HEPATITIS_VS_LIVER_CANCER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SAKAI_CHRONIC_HEPATITIS_VS_LIVER_CANCER_DN ACHE APLNR ARID4A ARID5A CEBPB CLU CSH2 DVL2 EFNB1 ESR1 FOXM1 FRZB FZD2 GRM5 IGF1R IL12RB2 JAK3 JMJD7-PLA2G4B JUND KITLG MAPK10 MEF2B MFAP5 MYF5 MYL2 MYOG NTF4 NUMB PRKAA1 PRKAG3 RXRA SOCS1 SOCS3 SSTR4 STAT1 STAT5A SAKAI_CHRONIC_HEPATITIS_VS_LIVER_CANCER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SAKAI_CHRONIC_HEPATITIS_VS_LIVER_CANCER_UP APAF1 APBB1 ATF2 ATF6 ATF6B AXIN2 CANX CASP1 CASP4 CASP9 CAT CBX3 CCR1 CENPB CENPC CMC4 CSE1L CTSS CUL1 CUL2 CUL5 ESPL1 FBXO5 GLRX2 GPX3 GSTT2 HAT1 HIF1A HLA-DOA HLA-DRA HNRNPA1 HNRNPDL HNRNPK HNRNPR HNRNPU HSF2 HSP90AA1 HSPA4 ITPR1 JAK1 KPNA4 LAMTOR3 MAP3K5 MICA MICB MPHOSPH6 MYC NAE1 NCK1 PCNA PIGB PIK3CA PPP3R1 PRDX3 PTPRC RANBP2 RNASE4 RNMT SMNDC1 SOD2 SRSF1 ST13 TACC1 TCP1 TLR2 TNPO1 TRAF6 TXN UBE2A UBE2D1 UBE2D2 UBE2D3 UBE2L3 UBE2N UBE2V2 UBE3A UPF3A USP14 USP33 USP7 USP8 YME1L1 SAKAI_TUMOR_INFILTRATING_MONOCYTES_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SAKAI_TUMOR_INFILTRATING_MONOCYTES_DN A2MP1 AK6 ARIH1 CCNC CCNG2 CCT4 CCT8 CD163 CD1D CD63 CD86 CDC27 CDC42 CDC73 CDK7 CDKL1 CDKN3 CLEC4M COPS5 CPSF6 CSTF2 DCT DDX20 DNAJA1 EPB41 ERO1A FCGR1A FKBP3 GEMIN4 GLRX2 GTF2H3 GTF2I H1-6 HNRNPA2B1 HSPA5 IFI30 IFI6 KAT2A KDR LSM6 MACF1 MED7 MGST2 NCOA4 NCOR1 NEK1 NUP107 PCNA PPIA PPIB PPIC PPP2R2C PPP6C PRDX1 PRDX2 PRDX3 PRDX6 PRKAR1A PRPF4B PSMA5 PSMB5 PTGES3 RAD51C RAN RBM8A SCAND1 SEC63 SNRPB2 SNRPF SRSF1 STX5 SUB1 TAF6L TBP TBPL1 TOP2A TXN UBE2E3 UBE2R2 WRN XPO1 SAKAI_TUMOR_INFILTRATING_MONOCYTES_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SAKAI_TUMOR_INFILTRATING_MONOCYTES_UP ATN1 BTRC CA9 CACNB4 CDC42BPA FLNB GRIP2 HDAC5 HDAC7 ITGA9 ITGB3 KIF17 LIMS1 MAML1 MAPK8 NEBL NPHP4 NRG1 NSF PFN1 PIP5K1C SEMA4C SH3GL2 SPEN TEAD1 TGM2 WASF3 SALVADOR_MARTIN_PEDIATRIC_TBD_ANTI_TNF_THERAPY_NONRESPONDER_POST_TREATMENT_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SALVADOR_MARTIN_PEDIATRIC_TBD_ANTI_TNF_THERAPY_NONRESPONDER_POST_TREATMENT_DN IGHA1 IGHG1 IGHG2 IGHV3-48 IGHV3-7 IGHV3-74 IGHV4-59 IGKC IGKV1-12 IGKV1-39 IGKV1-5 IGKV2D-28 IGKV3-11 IGKV3-15 IGKV3-20 IGLV1-44 SALVADOR_MARTIN_PEDIATRIC_TBD_ANTI_TNF_THERAPY_NONRESPONDER_POST_TREATMENT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SALVADOR_MARTIN_PEDIATRIC_TBD_ANTI_TNF_THERAPY_NONRESPONDER_POST_TREATMENT_UP ANKRD22 APOL2 APOL6 BATF2 DHRS9 DNAJC25-GNG10 FCGR1A FCGR1BP FCGR1CP GBP1 GBP2 GBP5 GZMA HLA-C HLA-H IGFLR1 IL1B IRF1 MYOM2 ODF3B PLAAT4 RHBDF2 SECTM1 SERPING1 TYMP UBE2L6 SALVADOR_MARTIN_PEDIATRIC_TBD_ANTI_TNF_THERAPY_NONRESPONDER_PRE_TREATMENT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SALVADOR_MARTIN_PEDIATRIC_TBD_ANTI_TNF_THERAPY_NONRESPONDER_PRE_TREATMENT_UP ACRBP CCL4 CCL5 DDX11L10 EPSTI1 GNLY GP1BB HLA-C HLA-H IFITM1 IFITM3 KLRD1 MAP3K7CL MT-ATP6 MT-ATP8 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND4L MYL9 MYOM2 OASL PF4 SH3BGRL2 TRBC2 TREML1 TSPAN33 TUBB1 SAMOLS_TARGETS_OF_KHSV_MIRNAS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SAMOLS_TARGETS_OF_KHSV_MIRNAS_DN AKR1C3 ANXA4 ARMCX6 BHLHE22 C11orf58 CD44 CDC16 CFI CRY1 CXXC5 DKK3 DNAJC12 EPAS1 EPCAM FGF13 FHL2 FKBP11 FN1 FZD10 HAVCR1 HSPA1A HTATIP2 IFI16 IL13RA1 INHBA IRS1 ITM2A LDLRAD4 LDOC1 LINC00115 LZTS1 MAGEH1 MAOA MID1IP1 NXPH4 PDZK1 PLAC8 PLIN2 PMEPA1 PNMA8A PRXL2A PUDP RAB27A S100A2 SHISA2 SLC1A4 SLC44A5 SLC6A15 SPINT2 SPOCK3 SPP1 SRGN STAT1 STAT3 TBPL1 THBS1 TPD52 UCHL1 UCP2 VPS37C SAMOLS_TARGETS_OF_KHSV_MIRNAS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SAMOLS_TARGETS_OF_KHSV_MIRNAS_UP AK3 CDH11 COCH GAL GALNT3 SLC31A1 SOX11 ZNF93 SANA_RESPONSE_TO_IFNG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SANA_RESPONSE_TO_IFNG_DN ADPRM ANGPTL2 ANTXR1 APEX1 APLN ARHGDIB ATP5PB CABLES1 CCNB1IP1 CCT3 CCT4 CCT5 CD34 COTL1 CSE1L CTNNAL1 DAB2 DESI2 DKK1 EI24 EIF4G2 ESM1 FABP5 FGFR1 GADD45A GASK1B GJA1 H2AZ1 HDAC2 HDGF HHIP HMGCL HSP90AB1 HSPD1 ILF2 INHBA KDELR2 KRT7 LGALS1 METTL9 MGST3 MICAL2 MMP10 MORF4L2 NDUFA4 NQO1 NT5DC2 OAT ODC1 PA2G4 PGAM2 PIM3 POLD2 PON2 PPIAP15 PRCP PRDX1 PRKAG2 PRMT1 PRSS23 RAN RGS4 RHOC RPL10A RPL6 RPLP0 RPS3A RPSA RTN4 SLC25A3 SMS SMYD2 SNRPD2 SSR2 TFRC THSD4 TIMM17A TNFRSF10D TPT1 TPX2 TUBA4A TXNDC5 UQCR10 UTP4 VWF XAB2 YWHAQ SANA_RESPONSE_TO_IFNG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SANA_RESPONSE_TO_IFNG_UP APOL1 APOL2 APOL3 APOL4 ATP6V0A4 BATF2 BST2 C1S CASP1 CD274 CD74 CEACAM1 CFH CX3CL1 CXCL10 CXCL11 CXCL9 DDX60 DTX3L ETV7 GBP1 GBP3 GBP4 GIMAP7 GOLM1 HLA-A HLA-B HLA-C HLA-DMA HLA-DPA1 HLA-DQA1 HLA-DQB1 HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HSD17B11 IDO1 IFI35 IFI44L IFIH1 IL18BP IL23A LAP3 LGALS3BP LGALS9 LIPG MLKL MMP25 MX1 NLRC5 OAS1 OAS2 PARP14 PARP9 PLA1A PLAAT4 PPP3CA RABL3 RAC3 RNF213 SAMD9L SAMHD1 SEPTIN4 SERPING1 SLC25A28 SSPN ST8SIA4 STAT1 TNFSF10 TRIM22 UBD UBE2L6 VAMP5 WARS1 SANA_TNF_SIGNALING_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SANA_TNF_SIGNALING_DN ACE AHNAK2 ALDH1A1 ANTXR1 ANXA1 APLN ARHGDIB ARL5A ARL6IP1 ATP1B3 ATP5F1A BGN BMX C1orf43 CABLES1 CALCRL CAPNS1 CAVIN2 CCN2 CCNA1 CD34 CDCA7L CDK2AP1 CLU CRIP2 CTNNAL1 DDR1 DHRS11 DNAJB4 EFEMP1 EMCN EPAS1 FHL2 GASK1B GBA2 GIMAP6 GIMAP7 GLCE HDAC2 HERC2P2 HTR1B IGFBP4 ITGA6 ITPRID2 JAG2 KCTD12 KDR KRT7 LDB2 LYVE1 MMRN1 MTUS1 MYOF NFIB NOS3 NQO1 NT5E NTN4 PALMD PCTP PDLIM4 PECAM1 PGAM2 PHLDA1 POSTN PPP1R16B PRKACB PRKCH RGS4 RHOJ RPS3A SASH1 SMYD2 SRSF7 TGM2 THSD7A TM4SF1 TMSB4X TPT1 TXNDC5 TXNIP UQCR10 VWF ZBTB47 ZNF521 SANA_TNF_SIGNALING_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SANA_TNF_SIGNALING_UP ACKR3 ANO9 APOL1 APOL3 ATP13A3 BIRC3 BPGM BST2 C1QTNF1 C1S CASP1 CCL11 CCL2 CCL20 CCL7 CCL8 CMPK2 CSF1 CTHRC1 CX3CL1 CXCL10 CXCL11 CXCL2 CXCL3 CXCL6 CXCL8 DDX60 DENND11 DNAJA1 DRAM1 FTH1 GBP1 HLA-A HLA-B HLA-C HLA-E HSD17B11 ICAM1 ICOSLG IFI44L IFIH1 IFIT1 IL32 IL7R INHBA ITGAV LAMB3 LGALS3BP LGALS9 LIPG MMP10 MMP3 MX1 MX2 NCEH1 NFKBIA OAS1 OAS2 OAS3 OXR1 PARP14 PDGFRL PLA1A RABL3 RAC3 RHOB RIPK2 SAMD9L SAMHD1 SAT1 SERPINE1 SLC15A3 SMAD3 SOD2 SPAG9 SSPN TAPBP TLR2 TNFAIP2 TNFAIP3 TNIP1 UBD VCAM1 SANCHEZ_MDM2_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SANCHEZ_MDM2_TARGETS ADIRF CCND1 CDKN1A CLIP3 FCGRT H2AC18 H2BC21 IGFBP6 IL13RA2 IL1RN INHBB LRMDA RABAC1 RNF113A TIMP1 SANDERSON_PPARA_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SANDERSON_PPARA_TARGETS ACADM ACOT8 ALDH3A2 CD36 CPT1B CPT2 DECR1 DECR2 ECI1 EHHADH ETFDH FGF21 G0S2 HMGCS2 HSD17B4 SANSOM_APC_MYC_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SANSOM_APC_MYC_TARGETS ABCB8 ABCC10 ABHD14A ACER1 ACER2 ACHE ACP3 ADISSP ADO AKT1S1 ALKBH2 AMMECR1 ANKRD39 ARFGEF1 ARHGEF12 ASCL2 ATF6 ATIC ATL2 ATMIN ATP2A3 ATRIP BCAS3 BCL2L1 BCL7C BDNF BIVM BMP7 C18orf54 CARD11 CCND1 CCSER2 CCT4 CDC42BPA CDX2 CENPA CFAP410 CINP CITED1 COLGALT1 COMMD9 CORO1C COX10 CREBBP CTBS CTDSP2 CXXC1 DAG1 DCUN1D3 DDX49 DENND6B DHCR24 DHRSX DKC1 DNM1L DNMBP DOCK9 DPH2 EIF2AK3 EIF4G1 EPB41 ERCC4 EXD2 EXOSC1 FADS3 FAM83G FEM1B FHOD1 FMR1 FOXM1 FZD5 GAS8 GEMIN5 GET1 GORASP1 GTF2I GTF3C1 GTPBP3 H3C4 HIPK1 HIRA HNF1B HOMER1 HSP90AB1 HSPBAP1 IER5 IGF2 IKBKG IMPACT IMPDH2 ING4 INTS1 JADE1 KAT2A KLF6 KNSTRN KPTN LARGE2 LDAH LDB1 LFNG LHPP LIG3 LIMS1 LMNB2 MAPK7 MCCC2 MCM3 MCM7 MDN1 MED22 MEN1 METTL1 MIF MINDY1 MRPL38 MTHFD1 MVK MYBBP1A MYC NBEAL2 NDRG1 NDST1 NELFA NEUROG3 NFIC NFKB2 NFKBIL1 NHP2 NME1 NOL8 NOL9 NPTX2 NSD1 NTMT1 NUB1 NUBP2 OGFOD1 OGFR OPLAH OTUB1 OXR1 PABPC4 PHGDH PIAS4 PIP5K1A PKN3 PLK3 PMF1 PMM1 POFUT1 POLA2 POLE PPP1R15B PRPF19 PRRC2C PSMB9 PSRC1 PTPRS PXN QTRT1 RAD23A RASSF4 RBKS RNF38 ROR2 RRP9 SAPCD2 SART3 SCAMP4 SCRN2 SDC1 SEC61A1 SEMA3B SEMA4D SF3B5 SFSWAP SFXN2 SGCB SH3D19 SHMT1 SHMT2 SIGMAR1 SIVA1 SKIC3 SLC1A3 SLC35B2 SLC6A6 SMARCC1 SMPD4 SNRPF SOX4 SRSF2 SSX2IP SYTL1 TAF7 TBC1D15 TELO2 TFIP11 TFRC TGIF2 THOP1 TICRR TKT TM9SF3 TMEM141 TNFRSF12A TP53 TP53RK TRAPPC6A TRIM7 TRMT6 TTC27 TUBB2A TXLNA TXN2 TXNRD2 UBALD1 UBE2K USF1 USP20 VARS1 VEZT VIPR1 VPS51 WDR33 WDR4 WDR62 WIPI2 YAE1 YJU2 YWHAG ZBTB21 ZBTB48 ZFP2 ZFP28 ZFP64 ZKSCAN8 ZMYND19 ZNF213 ZNF444 SANSOM_APC_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SANSOM_APC_TARGETS ABCE1 ACP1 ADAT1 ADCY8 AFAP1L1 AGR3 AKAP13 ANAPC4 ANKRD11 AOPEP AQP4 ARMC9 ASCL2 ATG16L2 ATG9B ATRIP AXIN2 BCL11A BRD8 C18orf54 CABCOCO1 CAGE1 CARNMT1 CCDC163 CCDC86 CCND2 CCT4 CD44 CD80 CDC37 CDCA7 CDK5RAP2 CELA2A CELA3B CENPP CEP72 CITED1 CLASP2 CLDN11 CPA1 CTRB2 CYBRD1 DCAF4 DCLRE1B DCTD DGKB DHX30 DIS3L DMP1 DNLZ DTL DUSP4 DYNC2I2 DYRK3 EDN1 EIF5B ELP1 EMC8 EMP2 EPHB2 EPHB3 EPN3 ERCC4 FADS3 FAM20B FBLN2 FGF1 FGFRL1 FKBP5 FZD6 GGH GLMN GSDMA GULOP HAGHL HHAT HIRA HMGA2 HMGCS2 HOPX HOXA9 HS3ST1 HSPBAP1 HUNK IFFO2 IGFBP4 ILDR1 KLHL8 KLK1 KRT23 LECT2 LPCAT4 LRMDA MAD1L1 MAPK4 MBOAT1 MEG3 METTL13 METTL2A MMP15 MND1 MRI1 MRPL47 MRPS14 MT4 MTHFD1L MUTYH MYC MYCL MYL7 MYO1B NDC80 NEB NFS1 NINL NR2E3 NT5C3B ORC5 PACRGL PAICS PASK PET100 PHF21B PIEZO1 PLA2G15 PLA2G2F PLCD3 PMM1 PNLIPRP1 POGK POLE POLR3D PRAMEF13 PRDX2 PRSS2 PRSS41 PSAT1 PSRC1 RAD51AP1 RASSF4 RGCC RGS12 RNASE1 RNF149 RNF157 RNF43 ROR2 RPRD1A SESN2 SGF29 SHISA2 SHMT2 SIVA1 SLC12A2 SLC1A4 SLC7A5 SLFN12L SMYD5 SNW1 SNX24 SOAT1 SORBS2 SOX17 SOX4 SOX9 SP5 SPACA7 SPATA5L1 SRCAP STOML1 SYTL1 TBC1D7 TBC1D9 TC2N TCHP TENM4 TFIP11 TGIF2 THOC1 TIAM1 TMEM131L TNFRSF12A TNFRSF19 TNNI1 TPD52L1 TRIB1 TRIM9 TRIT1 TRMT1 TRMT9B TTBK2 TTC27 TUBB2B TXNL1 TXNRD3 TYMS VNN1 WASF3 WDR62 YJU2 ZFHX3 ZFP1 ZNF136 ZNF184 ZNF746 ZNF780A ZNF800 ZNG1C ZSCAN21 SANSOM_APC_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SANSOM_APC_TARGETS_DN AADAC AAMDC ABCB9 ABCC2 ABCC3 ABCD1 ABHD8 ABR ACAA1 ACE ACOT13 ACOX1 ACP5 ACY3 ADAM19 ADH4 ADIPOR2 ADORA2B AGR2 AKR1B10 ALB ALDOB ANK3 ANXA6 AOC1 ARG2 ARHGAP45 ARHGDIB ARSA ATP1B1 ATP2A3 ATP6V0A1 ATP6V0B ATP6V0E2 BARX2 BASP1 BMP4 BTD C1QC CA4 CAPN3 CAPN9 CASP1 CASP6 CCK CCL21 CCL25 CCL5 CCNA1 CCR9 CD160 CD2 CD22 CD28 CD302 CD3D CD48 CD5 CD52 CD53 CD6 CD7 CD70 CD72 CD79A CD79B CD82 CD8A CDHR5 CDK2AP2 CDKN2B CDKN2D CDR2 CGGBP1 CHPT1 CHRNG CHST2 CIDEB CIDEC CLCN2 CLGN CMA1 CMBL CNTNAP1 CNTROB COL4A5 CORO1A COX7A1 CRAT CST7 CTSW CUL4B CX3CL1 CXCL13 CXCL14 CYB5A CYB5R3 CYFIP2 CYP27B1 CYP2S1 CYP4F3 DAB1 DAO DDC DDHD2 DDR2 DGAT1 DGKA DHRS1 DNAJB9 DNASE1 DPEP1 DPT DTX1 EDN2 EDN3 ENTPD2 ENTPD5 EPHX2 ERCC5 ERO1B EVI2A FABP1 FABP7 FAHD1 FAM3B FAS FCGBP FGD3 FLT3LG FLT4 FLVCR2 FMNL1 G6PC1 GALM GALNT10 GBF1 GBP2 GCG GDI1 GGT1 GGT5 GHRL GIMAP4 GIP GNA11 GNAZ GNPDA1 GNS GPD1 GPR12 GPR89A GPSM3 GPX4 GRINA GSTK1 GSTM1 GSTT1 GZMA GZMB HAGH HIC1 HLA-B HLA-DMB HLA-DOB ICAM2 ICAM5 ICOS IDO1 IFNA4 IGHM IGHV1-58 IGHV1-69 IGHV1-69-2 IGHV4-59 IGKV1-37 IGKV2D-30 IGKV4-1 IGLV4-69 IKBKE IL12RB1 IL12RB2 IL18 IL2RB IL4I1 INPP5D IRF1 IRF4 ITGA3 ITGAE ITGAL ITGAX ITGB2 ITGB7 JAK2 JCHAIN KCNJ11 KEAP1 KLK1 KLRB1 KSR1 LAPTM5 LAT2 LCT LDB3 LIPA LPGAT1 LRP1 LSP1 LTB4R LTBP4 LY75 LYL1 MAP3K1 MAPRE3 MCFD2 MEIS2 MEP1B MERTK MGAT3 MGST2 MGST3 MIEN1 MLPH MOCOS MOGAT2 MOV10 MTF2 MTTP MXI1 MYH14 MYO7A MYT1L NAPSA NBL1 NCF1 NDFIP2 NFIA NKIRAS1 NPDC1 NPR3 NR1H3 NR1I3 NUB1 NUMB OGDH OR2H2 OTULINL PAFAH2 PAPSS2 PAX8 PC PCDHA13 PCOLCE PCSK5 PDE9A PEPD PHETA1 PIK3CD PIPOX PLD4 PLEKHO1 PLPP1 PLTP POU2AF1 PPARA PRLR PRPSAP1 PRRG2 PRSS30P PRXL2A PTPRC PTPRE RAC2 RASSF2 RBP2 RBP4 RDH16 RDH5 REG1A REG3A RFXANK RGS10 RGS2 RHOC RMDN3 RRAGD RUNX2 S100A13 SAR1B SDF4 SEC14L1 SEC14L2 SELPLG SEPTIN4 SERPINB9 SETDB1 SIPA1 SIRPA SIRT2 SLC11A2 SLC22A18 SLC22A4 SLC27A4 SLC2A2 SLC2A5 SLC35B1 SLC35C2 SLC4A4 SLC4A5 SLC51A SLC5A1 SLC5A11 SLC6A4 SLC7A8 SLC7A9 SLPI SMPD2 SOAT2 SOD3 SOX18 SPHK2 SPIB SRGN SRXN1 SST ST3GAL4 ST6GAL1 ST8SIA4 STK10 SULT2B1 SYNPO TAX1BP3 TCAP TCEA3 TCF21 TCTA TEP1 TFR2 TGFB1 TGFBI TLL1 TM4SF5 TMEM50B TNFRSF17 TOB1 TP53INP2 TPH1 TRGC1 TRGV11 TRIM47 TYROBP UGT2B28 UPP1 USP2 VAMP5 VAV1 VAV2 VDR WBP2 WDTC1 XDH ZAP70 ZG16 ZNF467 ZNHIT3 SANSOM_APC_TARGETS_REQUIRE_MYC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SANSOM_APC_TARGETS_REQUIRE_MYC AAAS AAR2 ACER2 ADAT1 ALKBH2 ANKRD39 AQR ARHGEF12 ARX ASCL2 ATG9B ATMIN ATRIP AXIN2 BCL11A BCL11B BID BIVM BMP7 BOD1L1 BUB1B C17orf49 C18orf54 CABCOCO1 CAD CCDC163 CCDC86 CCT4 CCT7 CDC42BPA CDK4 CENPP CINP CITED1 CREBBP CTBS D2HGDH DDAH1 DDX49 DENND6B DHX58 DNLZ DPH2 DRG2 DTYMK DUS3L DYNC2I2 EMC8 EPHB2 ERCC1 ERCC4 EXOSC1 FADS2 FADS3 FARSB FBL FHOD1 FZD6 GAR1 GAS8 GEMIN5 GET1 GINS2 GIPC1 GNPNAT1 GORASP1 GRWD1 GTPBP3 GTPBP6 GTSE1 HAGHL HES6 HIRA HOMER1 HOXA9 HSPBAP1 IFFO2 KAT2A KNOP1 LANCL2 LDB1 LFNG LHPP LMNB2 LRMDA LRP8 MAP4K4 MAPK7 MBD3 MCM3 MCM7 MDN1 MED22 METTL1 METTL13 METTL2A MFSD13A MRPL38 MUS81 MUTYH MVK MYBBP1A MYC MYEF2 NASP NBEAL2 NCEH1 NELFA NEUROG3 NFKB2 NFS1 NHP2 NME1 NOL8 NOLC1 NOP56 NRF1 NSUN5 NTMT1 OGFOD1 OGG1 OSR2 PABPC4 PCBP4 PDXK PHGDH PMF1 PMM1 POFUT1 POLE POLR1A POMT1 PPAN PPP1R14B PRSS41 PTHLH PTOV1 QTRT1 QTRT2 RABEP2 RAD23A RAD54L RAI14 RANGRF RASSF4 RCC2 RGS12 RNASEH2A RNASEH2C RNF157 ROR2 RPL31 RPS13 RPS6KA6 RRP9 SAPCD2 SEMA3B SETD4 SFSWAP SHMT1 SHMT2 SHPRH SIDT1 SIGMAR1 SIVA1 SKA1 SLC1A3 SLC1A4 SLC29A2 SLC35B2 SLCO3A1 SMARCC1 SMPD4 SMYD5 SNRPF SNRPG SNX24 SOX17 SOX4 SRD5A3 SRGAP2 SRM STOML1 SYTL1 TELO2 TFIP11 TFPT TGIF2 THOP1 TIMELESS TK1 TMEM141 TMEM186 TMPO TNFRSF12A TP53 TP53RK TRDN TRIB1 TRIM9 TRMT61A TRMT9B TTC27 TUBB2A TXNRD2 TXNRD3 USP20 VARS1 VARS2 VEZT WDR4 WDR54 WDR62 YAE1 YBX3 YJU2 ZBED3 ZBTB21 ZBTB48 ZFP2 ZMYND19 ZNF213 ZNF444 ZNF800 ZSWIM3 SANSOM_APC_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SANSOM_APC_TARGETS_UP ABCC5 ACER2 ACOT1 ADAT1 AGR3 ANG AQP4 ASCL2 ATL3 AXIN2 BCAS2 CA12 CCDC86 CCND2 CD320 CD44 CDC37 CDCA7 CHRNB4 CITED1 CPN1 CTPS1 CYBRD1 DIAPH3 DLK1 DTL DTYMK DYRK3 ECT2 EGR1 EHF EIF2S2 EMP2 EPHB2 EPHB3 EPOP ERGIC1 ETS2 FOXA3 GGH GLUL GNB1L GOLGA3 GTF3C4 HES6 HNRNPA1L2 HOPX HS3ST1 HUNK IGFBP4 IMPA2 IMPDH2 INTS7 KAT2A KCNQ1 KRT18 KRT23 LRIG1 MAD1L1 MARCKSL1 MCM2 MCM3 MCM6 MCM7 MEG3 MRI1 MSI1 MSX1 MT4 MYCL MYL7 NECTIN4 NPC1 NR2E3 OXCT2 PAICS PARP1 PASK PAXIP1 PIWIL2 POLI POLR1HASP PRDX2 PSAT1 PSMG2 QSER1 REC8 RECQL RGCC RNASE4 RNF43 RPL14 RPP14 SGF29 SHF SKP2 SLC12A2 SLC1A4 SLC39A14 SLC40A1 SNAPC2 SNHG6 SOX17 SOX4 SOX9 SP5 TC2N TCF7 TCOF1 TGFBR2 TGIF1 TIAM1 TLR7 TMEM131L TNFRSF12A TNFRSF19 TNNI1 TRIB1 TRPC2 TUBB2A TUBB2B TXNRD3 UBE2T UNG URI1 VN1R17P WDFY1 ZC3H8 ZNF14 ZNF282 ZNF318 ZNF746 SANSOM_WNT_PATHWAY_REQUIRE_MYC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SANSOM_WNT_PATHWAY_REQUIRE_MYC ACTL6A APOD ARX ASCL2 AXIN2 BAX BMP7 CCN4 CCNE2 CD44 CITED1 CSNK2A1 CUL1 DVL2 DVL3 E2F1 EDN1 EPHB2 EPHB3 FOXA1 FRZB FXN FZD6 FZD7 GEMIN2 ID2 ID3 IGFBP2 LDB1 LECT2 LEF1 LGR5 MMP14 MSX1 MTAP MYC NKD1 NLK PARP1 PCBD1 PLAT PTCH1 PTGS2 RABEP2 ROCK1 ROR2 RUVBL1 SEMA3C SIM2 SKP1 SLC1A3 SLC1A5 SMC4 SOX17 SOX4 SOX9 SP5 TCF7 TIAM1 TNFRSF12A TNFRSF19 TP53 WIF1 SARRIO_EPITHELIAL_MESENCHYMAL_TRANSITION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SARRIO_EPITHELIAL_MESENCHYMAL_TRANSITION_DN ACSL1 ACTA1 ADH1C ALDH6A1 ALG6 ANK3 ANXA8L1 AQP3 ATF3 ATP1A3 BCL6 BIRC3 BNIP3L BTG1 C1S CA2 CALD1 CAPZB CCL21 CCL3 CCNG1 CD9 CDH1 CDKN1C CFB CITED2 CLU CREG1 CTSD CXCL1 CXCL3 CYBRD1 CYP4B1 DAPK1 DLG5 DSC2 DSC3 DSP DST EEF2 EFNA1 EGR1 EIF4B ENG ERRFI1 F11R FBXO32 FGFBP1 FOS FOSL2 FXYD3 GADD45G GAGE12F GALNT15 GAS1 GBP2 GEM GLUD1 H2AC6 H2BC21 IFI16 IFI44 IFITM2 IFITM3 IFNGR1 IL1RN INSIG1 IRF6 KLF6 KLRC3 KLRK1 KRT13 KRT14 KRT16 KRT19 KYNU LAMB2 LPAR6 MAFB MALAT1 MAOA MAP3K5 MKNK2 MME MMP25 MVP NCK1 NEAT1 NFE2L2 NFIL3 NFKBIA PC PCDH9 PDZK1IP1 PIK3C2B PLEKHO2 PLXNB1 PNRC1 POLR3E PSAP PSME1 PTEN RARRES1 RGCC RGS2 RNF145 ROS1 RPL37 RPLP1 RSRP1 S100A4 S100A8 SAA4 SAT1 SCD SCPEP1 SELENOP SEMA3C SERPINA3 SESN1 SNCAIP SND1 SPRR1B SPRR3 SRSF8 STAT3 STOM TACSTD2 TCF3 TFPI TGFBR3 THBS3 TKT TMEM59 TNFAIP3 TP53INP1 TP63 TRIM29 TSC22D3 TUT7 USP15 VAV3 VNN1 ZBTB16 ZNF608 SARRIO_EPITHELIAL_MESENCHYMAL_TRANSITION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SARRIO_EPITHELIAL_MESENCHYMAL_TRANSITION_UP AGAP1 ANKRD1 ANLN ARPC1B ARPC5L ASF1B ASPM BARD1 BCL2L11 BLM BRCA1 BRIX1 BUB1 BUB1B CALM3 CCNA2 CCNB1 CCND1 CCT4 CDC45 CDC6 CDC7 CDCA5 CDCA7 CDK1 CDK2 CDK2AP1 CENPA CENPE CENPU CENPW CEP55 CKS1B CMC2 CORT COX17 CPT1A CRLF3 CRY1 CYP2A13 DCK DHFR DSCC1 DTL E2F1 ECT2 EIF1AD EIF5A2 ENC1 ENO1 ENOPH1 ESPL1 ETV1 EXO1 F3 FABP5 FBXO41 FBXO5 FGF2 FHL2 FJX1 FOSL1 FOXM1 GDA GGCT GMNN H2AX H4C11 H4C2 H4C3 HELLS HILPDA HMMR HOXC13 IDH2 KIF11 KIF20A KIF23 KNTC1 LRP8 LRRC8C MAD2L1 MBOAT7 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MKI67 MMP14 MSANTD3 MSH2 MT2A MYBL1 NDC80 NT5E NUP155 ODC1 ORC6 PCNA PGK1 PHF19 PHLDA1 PKMYT1 PLAUR PLCG2 PLEK2 PLK1 PLK4 POLD3 POLR3K PRC1 PRIM1 RAD51 RAD51B RBM14 RECQL4 RELT RFC2 RFC3 RFC4 RFC5 RRM2 RRS1 RTEL1 RUNX1 SAPCD2 SDF2L1 SERPINB2 SERPINE2 SKA3 SMIM10L1 SMTN SRXN1 STAMBPL1 STEAP1 STIL STMN1 TACC3 TFDP1 TGFB2 TIMM10 TMPO TNFRSF12A TNK1 TOP2A TUBA1A TUBA8 TUBB TUBB3 TUBB4B TUBBP5 TUBG1 TYMS UBE2T UCK2 UGGT2 UHRF1 VCAN VEGFC YEATS4 YRDC YWHAH ZNF367 ZWINT SARTIPY_BLUNTED_BY_INSULIN_RESISTANCE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SARTIPY_BLUNTED_BY_INSULIN_RESISTANCE_DN ACVR1 CDK1 CDKN1B DBP GADD45A HERPUD1 INTS9 MMP11 MPDZ NUPR1 PDK4 RALGDS RARG RERE SESN1 SGF29 TRIB3 UBE2H SARTIPY_BLUNTED_BY_INSULIN_RESISTANCE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SARTIPY_BLUNTED_BY_INSULIN_RESISTANCE_UP AK4 CCDC86 CD4 FRMD6 IFI16 JUNB LRRFIP1 MT2A NAB2 NFIL3 PKD2 PPRC1 RGL1 SERPINE1 SKIL SNTB2 SOCS3 SARTIPY_NORMAL_AT_INSULIN_RESISTANCE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SARTIPY_NORMAL_AT_INSULIN_RESISTANCE_DN ABCA1 ADRB3 B3GALT2 C16orf74 CCNG2 CREBRF ETFBKMT FBXO45 GAB1 HMGB2 KLHL24 NR1D2 PIK3C3 PTGFR RSRP1 SIX5 TAB3 TCTA TXNIP ZNF124 SARTIPY_NORMAL_AT_INSULIN_RESISTANCE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SARTIPY_NORMAL_AT_INSULIN_RESISTANCE_UP AK4 B3GNT2 BHLHE40 BYSL CCL7 CDR2 DUSP6 EREG FOSL1 HMGCR HMOX1 IER2 MAK16 NOCT NOP56 NOP58 NOPCHAP1 PHLDA1 PPAN PTGES SLC25A28 SLC2A1 SPRED2 SPSB1 SRR SRXN1 SYNJ2 TUBB2A TUBB6 SASAI_RESISTANCE_TO_NEOPLASTIC_TRANSFROMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SASAI_RESISTANCE_TO_NEOPLASTIC_TRANSFROMATION ABCB6 ADAMTS1 AMOTL2 APP ATP1B1 BGN CACNB3 CCN2 CCN5 CDKN2C CEBPD COL1A1 COL5A2 COL5A3 CSRP1 CXCL12 DDR1 EDN1 FBLN2 FBLN5 FBN1 FSTL1 GBP2 GJB3 ID3 ID4 IFNGR1 IL1RL1 IL6ST IRF1 JUNB LAMB2 LTBP2 MMP11 P3H1 PCOLCE PDGFRB PLOD2 QSOX1 RGS10 SDC2 SELENOP SLC16A7 ST3GAL5 TAGLN TGFB1I1 TGFB3 TNFRSF11B TNFRSF1A VLDLR SASAI_TARGETS_OF_CXCR6_AND_PTCH1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SASAI_TARGETS_OF_CXCR6_AND_PTCH1_DN ADAM28 APOD DAZL MDK OTX1 PIP5K1A PRM1 TFPI SASAI_TARGETS_OF_CXCR6_AND_PTCH1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SASAI_TARGETS_OF_CXCR6_AND_PTCH1_UP FOXD1 GDPD3 IFFO2 IFI16 L1CAM OTX2 PLCB4 PPFIA4 RNF112 SLC1A5 TTR UQCR10 VGF XIST SASAKI_ADULT_T_CELL_LEUKEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SASAKI_ADULT_T_CELL_LEUKEMIA ACOT13 ACOT8 ACYP1 ADORA2BP1 AIM2 ANXA2 ANXA6 AP3S1 ARL6IP5 ARNT2 ARPC1B ATP1B1 ATP2C1 ATP5F1A ATP5MC3 ATP6V1A ATP8A1 BARD1 BATF BOLA2 BUB1B CADM1 CAV1 CCNA2 CCNB1 CCNB2 CCP110 CD3D CD47 CD99 CDK13 CDKN3 CEBPA CENPF CEP164 CETN3 CHMP2A CNN2 CORO1A DAAM1 DHCR24 DLG3 DLGAP5 DOK5 DST DYNLL1 DYNLL1P3 EMP1 ENSG00000280071 ETFA ETS1 EXTL2 FAS FGFR1 FHL2 FOXM1 FZD6 GALK2 GCHFR GLB1 GSTZ1 H4C3 HDAC1 HINT1 HMGB2 HMGN4 HPGDS ICMT IDH1 IFI16 IL2RA ING1 IRF4 ISG15 ISG20 JAK3 KCNN4 KIF11 KIF14 KIF2C LDLRAD4 LPCAT4 LSM2 MCM3 MED24 MKI67 MRPS12 MSC MSX1 MTX2 MYB MYCBP MYCN MYL6B MYO1D NDUFAF1 NEDD4 NME1 NMI NOMO1 OAS2 PARM1 PARP1 PARP3 PAWR PCLAF PCNA PDCD10 PDE8B PLD1 PLK1 PMS1 POLR2E POLR2H POU4F1 PPIB PPID PPP1CA PPP1CC PRDX1 PRDX4 PSMB2 PSPHP1 PTHLH PTPRJ PTPRM PTPRN2 PTTG1 RASA1 RBBP4 RECQL RFC3 RGS13 RLN2 RPA1 SAP30 SCCPDH SELL SGCE SLC25A46 SMARCA2 SP1 SSTR2 STAT1 SYT11 TFAP2A TFCP2 TFDP1 TFRC TK1 TMED3 TOP2A TP53TG1 TPX2 TRAFD1 TRAPPC12 TRIB1 TRIB2 TUBB TYMS UBA52 UBE2C UST VAMP5 VBP1 WWTR1 ZNF80 ZWINT SASAKI_TARGETS_OF_TP73_AND_TP63 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SASAKI_TARGETS_OF_TP73_AND_TP63 ATM CCN1 DUSP7 IL4R ITGB1 JAG1 JAG2 MEF2B MT1H MT1X MT2A SERPINF1 SASSON_FSH_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SASSON_FSH_RESPONSE CD55 FDX1 GDE1 GZMB MT2A STAR VEGFA SASSON_RESPONSE_TO_FORSKOLIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SASSON_RESPONSE_TO_FORSKOLIN_DN ABLIM1 ACP5 ACTA1 ACTA2 ACTB ACTG2 ACTN1 ACTR2 ADCY7 ADCY9 AKAP12 ARHGAP1 ARHGAP35 ARL4C ARL6IP5 ATP9A AXL CAP2 CAPZA1 CARD10 CASP4 CDK14 CDKN1C CTNND1 CYFIP2 DAB2 DAPK1 DHRS3 DUSP14 DYRK3 FLNC GBP1 GDI2 GEM GNB1 HSD17B1 ILK ITGA3 ITGB5 KIDINS220 KRT18 MAP2K3 MAP4K4 MAPK6 MAPRE2 NPC2 PAWR PDLIM3 PI4K2A PIK3CD PLCL1 PMAIP1 PPP2R5C PPP3R1 PRKD1 PTPN1 PTPRE PTPRF RAB33B RAB5A RAB5C RANGAP1 RASAL2 REXO5 RGS4 RGS5 RPRM SH3BP4 SMARCD1 STAT1 STIP1 STK17A STK24 STK25 THBS1 TK1 TLK1 TNFRSF11B TP53 TP53I11 TPM2 TRIB1 TUBA1A TYRO3 VCL SASSON_RESPONSE_TO_FORSKOLIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SASSON_RESPONSE_TO_FORSKOLIN_UP ACP2 ACP3 ADGRG1 ALPL ARHGEF5 ARPC1A ARPC4 ATP2A2 ATP2B1 ATP5IF1 BAD BAG1 BECN1 BNIP3L CASP9 CD55 CDC42EP4 CDK16 CFLAR CHUK COL15A1 COL18A1 CREBL2 CYP11A1 CYP19A1 DDX41 DHCR7 DUSP1 DUSP3 DUSP9 EZR FDXR FKBP5 GDE1 GK GNAS GNLY GPRC5B GRK5 HSD11B1 HSD3B1 HSD3B2 ITPR1 JMJD6 LHCGR MAP1LC3B2 MAP2K1 MAP3K5 MAP3K7 MAPK14 MBD2 MSMO1 NLK NOL3 P4HA2 PDXK PGK1 PGRMC1 PHKA2 PLIN3 PLPP1 POP5 PPFIA4 PPP2R1A PPP2R5B PRKAR1A PRKX PSMC3 PSMD1 PTP4A1 PTPN21 PTPRN RAB14 RAB1A RAB27A RAB2A RAB4A RHOB SGK1 SMARCA4 STAR STIP1 TFPI2 TLN1 TMBIM6 TNFAIP3 TUBB2A UPP1 SASSON_RESPONSE_TO_GONADOTROPHINS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SASSON_RESPONSE_TO_GONADOTROPHINS_DN ABLIM1 ACP5 ACTA1 ACTA2 ACTG2 ACTN1 ADCY7 ADCY9 AKAP12 ARHGAP1 ARL4C ARL6IP5 ARPC4 ATP2A2 ATP9A AXL BECN1 CAP2 CAPZA1 CARD10 CASP4 CDK14 CDKN1C CFLAR CHUK CTNND1 CYFIP2 DAB2 DAPK1 DHRS3 DUSP14 DYRK3 EZR FLNC GBP1 GEM HSD17B1 ILK ITGA3 ITGB5 KIDINS220 KRT18 MAP2K3 MAP4K4 MAPK14 MAPK6 MAPRE2 MBD2 NPC2 PAWR PDLIM3 PI4K2A PIK3CD PLCL1 PMAIP1 PPP2R5C PPP3R1 PRKD1 PTPN1 PTPRE RAB33B RAB5C RANGAP1 RASAL2 REXO5 RGS4 RGS5 RPRM SH3BP4 SMARCA4 SMARCD1 STAT1 STK17A STK24 THBS1 TLK1 TLN1 TNFRSF11B TP53 TP53I11 TPM2 TRIB1 TUBA1A TUBB2A TYRO3 VCL SASSON_RESPONSE_TO_GONADOTROPHINS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SASSON_RESPONSE_TO_GONADOTROPHINS_UP ACP2 ACP3 ACTB ACTR2 ADGRG1 ALPL ARHGAP35 ARHGEF5 ARPC1A ATP2B1 ATP5IF1 BAD BAG1 BNIP3L CASP9 CD55 CDC42EP4 CDK16 COL15A1 COL18A1 CREBL2 CYP11A1 CYP19A1 DDX41 DHCR7 DUSP1 DUSP3 DUSP9 FDXR FKBP5 GDE1 GDI2 GK GNAS GNB1 GNLY GPRC5B GRK5 HSD11B1 HSD3B1 HSD3B2 ITPR1 JMJD6 LHCGR MAP1LC3B2 MAP2K1 MAP3K5 MAP3K7 MSMO1 NLK NOL3 P4HA2 PDXK PGK1 PGRMC1 PHKA2 PLIN3 PLPP1 POP5 PPFIA4 PPP2R1A PPP2R5B PRKAR1A PRKX PSMC3 PSMD1 PTP4A1 PTPN21 PTPRF PTPRN RAB14 RAB1A RAB27A RAB2A RAB4A RAB5A RHOB SGK1 STAR STIP1 STK25 TFPI2 TK1 TMBIM6 TNFAIP3 UPP1 SATO_SILENCED_BY_DEACETYLATION_IN_PANCREATIC_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SATO_SILENCED_BY_DEACETYLATION_IN_PANCREATIC_CANCER ABCB1 ADM ANGPT1 AREG ATF3 BIK CACNA1G CAPN5 CCN2 CDH8 CDKN1C CGREF1 CHFR CLDN15 CXCL8 DHRS2 EGR4 EREG FOXN3 GADD45B GAGE1 GAGE12F GAGE12G GDF15 H1-2 HBA1 HMOX1 HPSE ID2 ING1 KLK12 MAGED4B MBD1 MMP1 NGFR NOTCH3 NPRL2 PER1 PHC1 SERPINI1 SPANXA1 SSX1 STC1 TFPI2 UCP2 ULBP2 WNT4 SATO_SILENCED_BY_METHYLATION_IN_PANCREATIC_CANCER_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SATO_SILENCED_BY_METHYLATION_IN_PANCREATIC_CANCER_1 ABCB9 ABCC3 ADAM28 ADAM8 AGPAT4 AHR ALOX12 ALX3 ANGPT2 ANKRD26 AP4S1 APBB2 APOA2 APOBR APOC2 AQP3 ARHGEF4 ARPC4 ASNS ATP4B ATXN3L AVP B3GAT1 B4GALT6 BARD1 BARX1 BIRC3 BMAL2 BNIP3 BST2 C3 C8G CA11 CABP1 CACNA1A CACNA1G CAMKK2 CBX8 CCHCR1 CCK CCL11 CCL17 CCL19 CCL22 CCL3 CCL4 CCL5 CCNE2 CD180 CD200 CD22 CD52 CD55 CD74 CDA CDH17 CDH3 CDH8 CDKN1A CDKN1C CDO1 CEP131 CEP162 CHAC1 CHI3L1 CHRM2 CIITA CITED1 CLDN3 CLDN5 CLEC11A CLIP3 CLSTN2 CLTB CNIH3 CNN3 COL21A1 COL4A3 COL4A6 COL6A3 COPZ2 COX7A1 CPA3 CRABP2 CRISP1 CSF1 CSF2 CST1 CST2 CTAG1B CX3CL1 CXCL12 CYB5R2 CYP1B1 CYP26B1 CYP2B6 CYP3A5 DAPK1 DAZ1 DDX43 DEPDC5 DEPP1 DGCR11 DHX58 DIRAS3 DLK1 DNAJC12 DNAJC6 DOK4 DPEP3 DUSP10 DUSP5 DUSP6 DUTP1 EFEMP1 EFEMP2 EFHD1 ELF5 ENOSF1 EPB41L4A EPS8L1 ERCC4 ESS2 F11R FAM182B FGFR3 FOXE1 FOXL2 FOXO3 FSCN1 GAGE1 GALNT6 GAMT GAS8-AS1 GCAT GDF15 GIT2 GLDC GMFG GP6 GPER1 GRK2 GSK3A GSTA1 GYPC H2AC8 H3C10 HADHAP1 HBA1 HBEGF HDC HERC3 HEY1 HIF3A HLA-B HLA-G HNF4A HOXA1 HOXA9 HOXB1 HOXC13 HPGDS HPX HSD17B1 HSPA2 HTR1A HTR4 HYAL1 ICAM1 IER3 IFI6 IFIH1 IFIT5 IGF2 IGFBP3 IGHM IL1B IL1R1 IL1RAPL2 IL1RL2 IL32 IL36RN IL37 IRF7 ISG20 ITGA7 ITSN1 JHY JPH3 KCNJ2 KCTD14 KHDRBS3 KIF21B KIR2DL1 KLHL11 KLHL28 KLHL36 KLK10 KLK11 KLK12 KLRK1 KMT2A KRT7 KRT85 L1TD1 LAMB3 LAPTM5 LAT LCK LDHB LDOC1 LGALSL LHFPL6 LHX1 LHX2 LHX6 LIN28A LIPC LMF1 LMTK2 LRRC23 LRRC31 LRRC32 LRRC36 LTB LXN LYPD3 MAGEA12 MAGEA2 MAGEA9 MAGEB1 MAGED4B MAOA MAPK8IP3 MATN1 MBNL3 MCAM MCOLN3 MEG3 MGAT3 MIA MICALL1 MKRN3 MMP19 MR1 MRAS MRC2 MSX1 MX1 MYL10 NALF1 NCOR2 NEDD4L NEFH NES NETO2 NEU1 NFKB2 NGFR NLRP2 NNAT NOS1AP NPAS1 NPTX1 NPTX2 NR1D1 NR2E1 NRGN NXT2 OAS1 OBP2B ODAD2 OPRK1 OR7A10 PADI4 PAEP PAGE1 PARVA PAX5 PAX6 PCDHGC3 PDE2A PDK1 PDYN PELI1 PER1 PFKFB4 PGF PHC1 PHF8 PI4K2A PIK3R3 PLAT PLAUR PLEK2 PLXNB3 PMAIP1 PML POGLUT1 PRAF2 PRDM14 PRMT7 PROCR PRR15L PSAT1 PSMB8 PTGIR PTX3 PXDN PYCARD QPCT QPRT RAB31 RAB38 RAB6A RAC2 RASSF1 RBP4 RCN3 RGS17 RHOBTB2 RNASE2CP ROBO3 RPL39L RPRM S100A2 S100A3 SAA1 SALL1 SAMD9 SAP25 SCARA3 SCD SERPINA1 SERPINE1 SERPINF1 SFN SFRP1 SFTPA2 SIDT2 SIRPB1 SLC12A4 SLC16A4 SLC4A1 SLC6A11 SLC7A11 SLC7A7 SLC9A5 SMAD3 SMARCA1 SMARCA2 SMPD1 SNAI1 SNAP25 SNTB1 SOD2 SOHLH2 SPARC SPINT1 SPON1 SPRR3 SRPK3 SSUH2 SSX1 SSX3 SSX5 ST14 ST6GALNAC2 STAG3 STC1 STXBP2 SUSD4 SVIL SYN3 SYNJ2 SYT2 TACSTD2 TAP2 TBX19 TBX2 TES TESPA1 TFAP2C TH TIMP3 TJP2 TMEM176A TMEM265 TMEM51 TNF TNFRSF10D TNNT1 TP53I11 TPST1 TRAFD1 TRIM25 TRIM36 TRPV2 TSKU TWIST1 TYRO3 UCHL1 ULBP2 ULK2 UPK2 UPP1 USP29 VCY VTN WNT4 WNT7A WT1-AS XAGE1B XCL1 ZCCHC24 ZHX2 ZNF165 ZNF213-AS1 ZNF335 ZNF43 ZNF492 ZNF780B SATO_SILENCED_BY_METHYLATION_IN_PANCREATIC_CANCER_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SATO_SILENCED_BY_METHYLATION_IN_PANCREATIC_CANCER_2 ANGPT2 BARD1 BNIP3 BST2 CACNA1G CCNE2 CDH3 CDKN1A CDKN1C CLDN5 CSF1 CSF2 FOXE1 GAGE1 GAGE12G HOXA1 IFI6 IGF2 IL1R1 ISG20 JPH3 KLK10 LDOC1 LHX1 MAGED4B MATN1 NEFH NPTX2 PAX6 PDYN PLAT PLEK2 RPRM SFN SFRP1 SMARCA1 ST14 STAG3 TES TIMP3 TJP2 TNF TNFRSF25 TP53I11 UCHL1 WNT7A XAGE1B SATO_SILENCED_EPIGENETICALLY_IN_PANCREATIC_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SATO_SILENCED_EPIGENETICALLY_IN_PANCREATIC_CANCER ARC AURKC BIK BNIP3 BST2 CASP5 CCN5 CCNA1 CDC25A CDKN2A CLDN7 CRIP1 CRLF1 CSF3 DAPK2 DAZL DDX4 EZR F11R FGF2 GAGE12F GAS1 HSPA1A IL32 ITM2C KRT17 LHX2 LIPC MAGEC1 MLH1 MMP8 NLRP2 PAX6 S100A2 S100P SALL1 SFRP1 SGCE SPANXC SRGN STAT3 TKTL1 TP53I11 UCHL1 WT1-AS XAGE1B SAUL_SEN_MAYO https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SAUL_SEN_MAYO ACVR1B ANG ANGPT1 ANGPTL4 AREG AXL BEX3 BMP2 BMP6 C3 CCL1 CCL13 CCL16 CCL2 CCL20 CCL24 CCL26 CCL3 CCL3L1 CCL4 CCL5 CCL7 CCL8 CD55 CD9 CSF1 CSF2 CSF2RB CST4 CTNNB1 CTSB CXCL1 CXCL10 CXCL12 CXCL16 CXCL2 CXCL3 CXCL8 CXCR2 DKK1 EDN1 EGF EGFR EREG ESM1 ETS2 FAS FGF1 FGF2 FGF7 GDF15 GEM GMFG HGF HMGB1 ICAM1 ICAM3 IGF1 IGFBP1 IGFBP2 IGFBP3 IGFBP4 IGFBP5 IGFBP6 IGFBP7 IL10 IL13 IL15 IL18 IL1A IL1B IL2 IL32 IL6 IL6ST IL7 INHA IQGAP2 ITGA2 ITPKA JUN KITLG LCP1 MIF MMP1 MMP10 MMP12 MMP13 MMP14 MMP2 MMP3 MMP9 NAP1L4 NRG1 PAPPA PECAM1 PGF PIGF PLAT PLAU PLAUR PTBP1 PTGER2 PTGES RPS6KA5 SCAMP4 SELPLG SEMA3F SERPINB4 SERPINE1 SERPINE2 SPP1 SPX TIMP2 TNF TNFRSF10C TNFRSF11B TNFRSF1A TNFRSF1B TUBGCP2 VEGFA VEGFC VGF WNT16 WNT2 SCHAEFFER_PROSTATE_DEVELOPMENT_12HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHAEFFER_PROSTATE_DEVELOPMENT_12HR_DN AMHR2 AMPH BASP1 CALCA CALCB CHD3 COL8A1 CRMP1 CXCL12 ELAVL3 ELAVL4 ENC1 FXYD6 GAP43 GNA14 HIC1 HMGA2 HMX1 HSPA8 HTR3B IGFBP4 INHBA KLC1 KPNA2 LIX1 LYPD1 MTCH1 MXRA7 NNAT NSG2 NTRK2 NUAK1 OLFM1 PCDH8 PLAT PRMT1 PRPH PRRX1 RASA3 RFLNA RIMKLA RSPO1 SPON2 ST3GAL2 STMN1 SUMO3 SYT4 TAGLN3 TGFBI TUBA1B TUBA3C TUBA4A TUBB3 ZWINT SCHAEFFER_PROSTATE_DEVELOPMENT_12HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHAEFFER_PROSTATE_DEVELOPMENT_12HR_UP ACOT1 ADAMDEC1 AHNAK ALDH1A3 ARC ARHGEF26 ARL6IP5 ASPN ATP1A1 AVPR1A BCL6 BDH2 BNIP3 CALCRL CDH1 CEACAM1 CEBPD CFAP144 CIDEA COL23A1 COL24A1 COL4A6 COLEC12 CXCL14 CYP1B1 CYS1 DCLK2 DNER EFEMP1 EGLN3 EMD EPHA3 ERRFI1 FABP4 FGF10 FGFR2 FILIP1 FKBP5 FNDC3B FOXF2 FZD7 GADD45G GLUL HSPA1A IGFBP2 ITGB4 KCND2 KLF15 KLF9 LAMP2 LMCD1 LMO4 LOXL2 LRP4 LRRK1 LY6D MAF MAFF MAOB MAP3K6 MKX MPST MYF5 NCOA1 NEAT1 NLGN1 NT5E OR2AK2 PDGFC PDGFD PDLIM3 PENK PGAM1 PGK1 PID1 PLA2G4A PMAIP1 PNPT1 PROS1 RALY RASL11B RGS2 SESN1 SETBP1 SFRP2 SHH SLC2A1 SLC39A8 SLITRK6 SMOC1 SNRPD3 SOX9 STAT5A SYNPR TAC1 TAF1D TANC1 TFAP2C TLE1 TMEM100 TMEM242 TMEM45A TP53INP1 TP63 TRIM2 TSPAN1 UBE4A WIF1 WWP1 ZFAS1 SCHAEFFER_PROSTATE_DEVELOPMENT_48HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHAEFFER_PROSTATE_DEVELOPMENT_48HR_DN ABCC9 ABHD8 ABI2 ABLIM2 ADAM23 ADAMTS18 ADAMTS19 ADAMTS8 ADGRA1 ADGRB2 ADGRL3 AHDC1 AHR AKAP5 ALDOC AMHR2 AMPH ANGPTL6 ANKRD6 ANPEP ANTXR1 AQP1 AR ARHGAP25 ARHGAP42 ARID5B ARL4C ARMCX2 ARMCX3 ARMCX6 ASNS ATP2B1 AVPR1A BACH2 BCAT1 BCOR BLNK BMF BMP2K BMP3 BST2 BTD C15orf39 C1QA C1QC C1QTNF7 C9orf72 CABLES1 CACHD1 CACNA1G CACNA2D3 CALN1 CAMKK2 CAMKV CBFA2T2 CCDC74B CCDC80 CCKAR CCL11 CD248 CD300C CD55 CD83 CDC42EP3 CDCA7 CDH10 CDH6 CDIP1 CDKL1 CENPE CFAP418 CHDH CHRNA4 CHST9 CHSY3 CNTN1 CNTNAP4 COL8A1 COLEC10 COMTD1 COPG1 CPXM2 CRABP1 CRACD CREB5 CROCC CSTA CTPS2 CTSB CTTNBP2 CXCL13 CYRIA DAB2 DAB2IP DACH2 DBX2 DCC DDR2 DDX3X DEF6 DGAT2 DGKH DHRS7 DIXDC1 DNAI4 DPP10 DUBR DUSP2 DUSP7 DYNLT5 DZANK1 EBF3 EDIL3 EDNRA EGLN3 EIF2S3 ELAC2 ELN ELOVL6 EMILIN3 ENPP1 ENPP3 ENTPD4 EPHA5 EPHA7 EPHB1 ERC1 ESR1 EYA2 FAM107B FAM131A FAM13A FAM171B FAM181B FAM8A1 FBLN1 FBXL7 FEM1B FGF18 FIBIN FILIP1L FNBP1L FOXJ3 FOXO6 FOXP1 G6PC2 GABRA1 GABRA4 GABRB1 GABRB2 GABRG3 GAD2 GALNT14 GAS1 GAS2L3 GFOD1 GLIS2 GPM6B GPRASP1 GREM1 GRIA1 GRIN3A GUCY1A1 GUCY1B1 GYPC HAVCR1 HDAC4 HIRIP3 HIVEP2 HLA-G HS3ST4 HSPA1A ID4 IGDCC4 IGF1 IGFBP4 IL17RD IL1R1 INHBA IPO11 IRF1 IRF2BPL ISOC1 ITGA4 JUND KAZN KCNA4 KCNAB1 KCNK9 KCTD1 KDM5C KDM6B KIF26B KIFAP3 KLF10 KLF12 KLF7 KNDC1 KRT17 KRT75 KRTDAP LAPTM4B LARGE1 LARP1 LBP LDB2 LGMN LHFPL3 LHPP LMNA LMO3 LONRF1 LOXL1 LRFN2 LRFN5 LY6D LYPD6B LYSMD2 LYZ MAB21L3 MACO1 MAMSTR MAP4K5 MATN2 MBD1 MCUR1 MED13L MEIS1 MEX3B MFAP2 MFAP4 MIF MMP10 MMP16 MMP3 MRGPRF MS4A7 MSRB2 MSX2 MUC15 MYB MYCN MYH10 NAPRT NBEA NDRG1 NEDD9 NEGR1 NETO1 NFIX NR0B1 NR4A2 NRP2 NRROS NTNG1 NTRK2 NUAK1 ONECUT2 OXCT1 P4HA2 PABPC4L PACRG PADI4 PALLD PAMR1 PAPPA PAPSS1 PARM1 PBDC1 PCDH10 PCDH18 PCDH19 PCDH20 PDE1A PDE1B PDE4DIP PDGFRB PDLIM7 PER2 PEX5L PHACTR1 PI4KA PIP4K2B PKD2 PKNOX1 PKP4 PLA2G12A PLXDC1 PMEPA1 PNLIPRP1 PPM1A PPP1R3B PREX1 PRKCB PRKD3 PROX1 PRR5L PRRX1 PRTG PTCHD4 PTEN PTGER3 PTHLH QPCT RAB3B RAB7B RALGDS RASSF2 RASSF4 RBBP9 RBMS3 RBPJ REC8 RERG REV3L RHBDL3 RHOBTB2 RHOJ RIMKLA RND3 RNF152 ROBO2 RSPO1 RSPO2 RTN4R RUNX1 RUNX1T1 RXFP1 RYBP RYR3 S100G SAMD5 SCX SDC2 SEMA5B SERPINF1 SERTAD2 SH3BP5 SH3KBP1 SH3PXD2B SHISA2 SIPA1L2 SKIDA1 SLC14A1 SLC16A3 SLC19A2 SLC1A1 SLC1A3 SLC1A4 SLC1A6 SLC26A7 SLC7A10 SLCO2B1 SLIT2 SLITRK1 SMAD5 SNX20 SOCS1 SOX17 SOX7 SPARCL1 SPATS2L SPON2 SREBF1 SRGAP1 ST3GAL2 ST3GAL4 STARD9 STK3 STXBP6 SUFU SULF1 SYNPO2 SYT13 TCERG1L TCF4 TENT5A TGFB1I1 TGFB3 TGFBI TGFBR2 THBS1 TIAM2 TMEM132C TMEM132E TMEM213 TRIL TRPC6 TRPM5 TSIX TSN TSPAN18 TSPAN2 TSPYL5 TTYH3 TYROBP UBASH3B VSIR WASF1 WFDC2 WFIKKN2 WNT7A XIST ZEB1 ZFP36L1 ZMAT4 ZNF521 ZNF536 ZNF704 ZSWIM6 SCHAEFFER_PROSTATE_DEVELOPMENT_48HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHAEFFER_PROSTATE_DEVELOPMENT_48HR_UP ABCA5 ABCC4 ABHD12 ACAA2 ACKR3 ACOT1 ACSL4 ACSM3 ACSS1 ADAMDEC1 ADAMTS16 ADAMTSL2 ADARB2 ADGRB1 ADGRG1 ADGRG2 ADH1C AFF1 AFM AGR2 AGTR1 AHCYL2 AIF1L ALDH1A1 ALDH1A2 ALDH1A3 ALDH3B2 ALDH6A1 ALOX12 ANKRD1 ANO1 ANXA1 ANXA3 ANXA9 AOC1 APOL2 AQP3 ARC ARHGAP20 ARHGEF16 ARHGEF26 ARHGEF5 ASB13 ASPN ATP1A1 ATP2C2 ATP8A2 B3GNT8 BATF3 BBS9 BCL2 BCL2L1 BDH1 BDH2 BEND4 BHLHA15 BRI3 BSPRY C11orf54 C1orf116 C5orf15 C6orf132 C9orf85 CA14 CALB1 CALCA CALCRL CALM1 CAMK4 CAPN5 CARD19 CCBE1 CCDC198 CD24 CDH1 CDH16 CDH8 CEACAM1 CEBPD CEMIP CFAP20DC CHP1 CITED2 CLCA1 CLDN23 CLDN4 CLIC6 CLU COBLL1 COL24A1 COL4A5 COL4A6 COL6A4P1 COL9A3 COLGALT2 CORO2A CPM CRISPLD2 CROT CRYBG1 CSPG5 CTSO CXCR4 CYP1B1 CYP26A1 CYP2F1 CYP7B1 CYS1 CYSTM1 CYTH3 DCDC2 DCXR DDIT4L DDX3Y DENND2D DHRS3 DIO3 DLG3 DMRTC1 DNASE1L2 DNER DRAM2 DUSP14 DUSP6 DYNLT1 EAF2 ECM1 EDARADD EDN1 EFEMP1 ELF3 ELOVL2 EMB EMC4 EMP2 ENDOD1 ENTREP2 EPCAM EPHA3 EPHX2 EPPIN ERGIC1 ERMP1 ERP29 ERP44 ERRFI1 ESM1 EVA1C FAM110C FAM149A FAM162B FAM3C FAM83H FDX1 FGF12 FGFR2 FGFR3 FKBP5 FOXA1 FUT9 FXYD3 FXYD4 GABARAPL2 GADD45G GAS6 GATA3 GCLC GDPD1 GDPD2 GGACT GLB1L2 GLP2R GLUL GNG12 GPLD1 GPR155 GPRC5B GPX2 GRP GSDMC GSN GSPT2 HDAC9 HEBP2 HHIP HKDC1 HLA-A HLA-B HLA-E HMGN3 HOPX HOXB13 HOXD8 HPGD HSD17B12 ID1 ID2 ID3 IGFBP2 IGSF5 IL13RA2 IL33 INSL6 IRS4 ISCU ITGB4 ITM2B KCND2 KCNJ16 KCNK1 KCNMB4 KCNN4 KDM5D KIAA0040 KLF15 KLF9 KRT13 KRT15 KRT19 KRT23 KRT7 KRT78 LAMP2 LANCL3 LEPROT LEPROTL1 LLGL2 LMCD1 LMO4 LORICRIN LPAR6 LRATD2 LRRC26 LRRK1 LY6E LY6G6E LYNX1 LYPD2 LYPD6 LYRM4 M6PR MACIR MAF MAFB MANBA MANF MAP3K21 MAP3K5 MAPK13 MASP1 MBOAT1 MBP MDFI MEIG1 MFSD2A MICALL1 MIEN1 MKX MMP7 MPI MPP7 MROH4P MRPS6 MT2A MTHFD2 MYO3B MYOF N6AMT1 NALF1 NAMPT NAPSA NCK2 NFKBIA NIPAL1 NKPD1 NKX3-1 NMRK1 NQO1 NRIP1 NRN1 NSMCE3 NT5E NUDT7 NXF1 OR2AK2 OTULINL PANTR1 PCDH9 PCOLCE2 PDGFC PDGFD PDLIM2 PENK PHLDA3 PHYHD1 PIAS1 PID1 PIGF PKP3 PLA1A PLA2G4A PLAC8 PLCD1 PLCH2 PLET1 PLLP PLS3 PLSCR1 PLXNA2 PNPT1 PPFIBP2 PROM2 PROS1 PRR15 PSAPL1 PSCA PTGES PTGR1 PTN PTPN13 PTS RAB11A RAB15 RAB17 RAB25 RAB3IP RAB5C RALGPS2 RAMP1 RASD1 RASL11B RBBP7 RCSD1 RDH10 RETREG3 RGS2 RIPOR3 RIPPLY3 RNASE4 RNF128 RNF32 RPRM RSPO3 S100A14 SALL3 SAR1B SCNN1A SCT SDHAF2 SDR42E1 SEC11C SELENOF SEMA3B SERINC3 SERTAD4 SFRP2 SGK1 SH3YL1 SHH SIPA1L1 SKAP2 SLC16A7 SLC1A5 SLC25A30 SLC2A12 SLC31A2 SLC36A2 SLC39A8 SLC5A9 SLC9A2 SLCO2A1 SLCO4C1 SLITRK6 SMAGP SMOC1 SMOX SNTA1 SORBS2 SOX9 SP5 SP6 SPINK5 SPINK8 SPINT1 SPRR1A SPTSSA SSR3 ST3GAL1 STAT5A SULT1A1 SULT1E1 SUOX SUSD3 SYNPR TACSTD2 TAPBPL TBPL1 TCF15 TCIM TENM1 TESC TFAP2C TFCP2L1 TINAGL1 TIPARP TLE6 TMC4 TMC7 TMED6 TMEM117 TMEM184A TMEM35B TMEM37 TMEM40 TMEM44 TMEM51 TMEM9B TMPRSS2 TMTC4 TPD52L1 TRHR TRIM2 TRMT9B TRPV4 TRPV6 TSC22D3 TSEN15 TSPAN1 TSPAN12 TSPAN13 TST TTC6 TUFT1 TWF2 UBQLN2 UPK2 USP2 USP6NL VAMP8 VLDLR VPS37B WIF1 WNK2 WNT4 WNT6 WNT9B XPR1 ZBTB8B ZFYVE21 SCHAEFFER_PROSTATE_DEVELOPMENT_6HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHAEFFER_PROSTATE_DEVELOPMENT_6HR_DN AAMP ABHD17C ABLIM1 ADAM17 ADAMDEC1 ADIPOR1 ADNP2 AFF3 AFTPH AGO1 AGO2 AHNAK AKR7A2 AKTIP ALDH1A1 ALDH3B2 ALYREF ANKHD1 ANXA9 APH1A APP APPBP2 ARF3 ARHGAP10 ARHGAP29 ARHGDIA ARHGEF2 ARID4A ARID5B ARPC4 ATAD2B ATP1B1 ATP5ME AUTS2 B4GALT2 BAHCC1 BAZ2B BCKDHA BCL2L1 BCL2L12 BCL7A BCL9 BCLAF1 BLTP2 BMP4 BRD4 BSDC1 BTBD2 BTG1 BZW1 C1orf116 C3orf70 C5orf24 CABLES2 CALD1 CALR CAMK1D CAMK2N1 CANX CASP7 CAT CBX4 CCNI CD2AP CD2BP2 CDC27 CDC37L1 CDK14 CDK2 CDK5RAP2 CEMIP2 CEP170B CHD1 CHD4 CHD9 CHPT1 CIAO2A CLCA1 CLDN7 CLDND1 CLIC4 CLPTM1 CLTC CNN2 CNOT11 CNPY2 COL23A1 CREBBP CRIM1 CSNK1A1 CSPG5 CSRP1 CTBP1 CUTA CXADR CXXC1 CYP2F1 DAGLB DAZAP1 DCTN4 DDX6 DEK DENND2B DERL1 DGCR2 DHRS3 DHX29 DHX36 DIS3 DNAJB11 DNAJC1 DNAJC2 DNLZ DNMT1 DNMT3A DOLPP1 DPYSL2 DUSP7 DYNC2I1 DYNLL2 DZIP1 ECD EIF3J EIF4A1 EIF4B ELAVL1 ELOVL5 EMC1 ENPEP EPCAM EPHA7 ERGIC1 ETS1 FAM171A2 FAT4 FGFR1OP2 FKBP4 FLNC FOXN3 FRAS1 FRYL FSCN1 FURIN GADD45G GATA2 GATA3 GBF1 GCC2 GIGYF2 GIPC1 GLMP GNAI2 GOLGA4 GOLIM4 GOLPH3 GON4L GPC1 GPD2 GRIA4 GRN GSG1L GSPT1 GSR GTF2H3 GYPC H1-2 H1-4 H1-5 H2AC18 H2AJ H3-5 H4C15 H4C2 H4C3 H4C9 HCFC1R1 HDAC4 HGS HMG20B HMGCR HNRNPA0 HNRNPC HNRNPU HOXA13 HOXD13 HSD17B7 HSP90B1 HSPA8 ID1 ID2 ID3 IER3IP1 IER5L ILF3 ING4 INHBA IRF2BP2 ITGB1 ITGB5 KANSL1 KBTBD2 KCNK1 KDELR2 KDM3B KDM5D KDM6B KHDRBS3 KIF2A KLF3 KLHDC10 KMT2C KRAS KRT19 KRT8 L3HYPDH L3MBTL3 LACTB LDB2 LEF1 LEPROTL1 LIMA1 LITAF LLPH LPP LRATD2 LRP1 LSP1 LY6H LZTS2 MACO1 MAGED1 MANF MAP7D1 MARCHF7 MBOAT2 MDFI ME2 MED25 METTL3 MGAT1 MGST3 MIA2 MICU2 MLLT3 MNT MORF4L1 MOV10 MPRIP MYBBP1A MYCL MYDGF MYO1B MYOCD NAA30 NASP NAT14 NAV1 NCOA6 NCOR1 NDUFA4 NECTIN1 NEDD4 NEK7 NFIA NFIX NFYA NLGN3 NOC2L NOL8 NOLC1 NOTCH1 NR4A2 NREP NRIP1 NUCKS1 NUDT3 NUFIP2 OARD1 ORAI3 OXCT1 PABPC4L PABPN1 PALLD PARVA PCDH18 PCNX3 PDE3A PDIA4 PDZD2 PDZD8 PEX5 PFDN2 PFN1 PHB1 PHETA1 PHF13 PHF6 PHKG2 PHLDB2 PIKFYVE PKM PKP4 PLAGL2 PLCXD3 PLET1 PLIN3 POFUT1 POLDIP3 PPHLN1 PPIL1 PPP1CA PPP1R37 PPP2R5E PPP4C PPP4R3A PRKCSH PRR13 PRRC2C PRRX1 PSAP PSMB2 PSMC4 PSMD12 PSMD2 PTGES3 PTGFRN PTGR1 PTK7 PTMS PTOV1 PTPN11 PTPRD PTPRJ PUM1 QRICH1 RAB12 RAD23A RANGAP1 RBFOX2 RBM27 RBMS3 RC3H2 RCOR1 REST RFWD3 RFX7 RHOB RND3 RNF111 RNF122 RPS19 RRP1 RSRC1 RWDD4 S1PR3 SAMD5 SAP30 SART1 SCAND1 SDF2L1 SENP2 SENP3 SEPTIN10 SEPTIN7 SEPTIN9 SERF2 SERTAD2 SERTAD3 SET SF3B2 SFPQ SHKBP1 SHTN1 SIN3B SINHCAF SIPA1L2 SKI SKP1 SLC38A10 SLC39A10 SLC8A1 SMARCA2 SMG6 SMOC2 SMTNL2 SND1 SNRNP70 SNRPD3 SNRPF SNW1 SOX9 SP6 SPPL3 SPR SPRR1A SPTBN1 SRSF9 SSH1 ST13 STK25 STRN3 SYMPK SYT13 TAF1 TAOK1 TASOR TAX1BP1 TBC1D10A TBC1D16 TBC1D17 TCF20 TCF3 TET2 TFDP1 THRAP3 TIAM1 TIMM17B TIMP2 TJP2 TLK1 TM9SF1 TMED2 TMEM132A TNKS1BP1 TNRC6A TNRC6B TOB2 TP53 TPM3 TRIM17 TRIM8 TRIOBP TTC9C TXLNA UBAP2L UBFD1 UBR2 UHRF1 UPK2 UPK3A UQCC2 UXS1 VANGL2 VAPA VPS36 VPS54 WAC WASF2 WNK1 WNT6 WWC1 YWHAE ZBTB11 ZBTB14 ZC3H13 ZFHX3 ZHX1 ZMYND8 ZNF274 ZNF410 ZNF462 ZNF644 ZNF664 ZNF704 ZNF708 SCHAEFFER_PROSTATE_DEVELOPMENT_6HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHAEFFER_PROSTATE_DEVELOPMENT_6HR_UP ACAT1 ACYP2 ADAMTS2 AGBL3 AGL ALDH9A1 AMY2A AOC3 ARL13B ARRB2 ASPN ATP6AP2 ATRNL1 B2M B3GALNT1 C1GALT1C1 C5orf34 C8orf34 CALCA CASP12 CASP4 CAST CAV1 CAVIN2 CCDC126 CCDC32 CD300C CFTR CLEC14A CNIH1 COLEC12 CPA3 CSTA CTSO CXCL13 DEPDC1 DIXDC1 DOCK11 DVL1 EBAG9 EGFR EIF2AK2 EIF2S2 FABP4 FAM177A1 FAP FGF18 FGFBP3 FLVCR1 FNDC1 GBE1 GCLC GFPT1 GIMAP5 GIN1 GPR182 HDC HNRNPDL HNRNPLL HPRT1 IARS1 IFRD1 KLF9 KTN1 LEMD3 LHX6 LRRC17 LRRC75B LY96 MARCHF5 MBD1 MED21 MMRN1 MPC1 MS4A6A MTERF2 MYO1C NAB1 NCL NDFIP2 NMB NT5C3A NTAN1 NUP58 ODF2L OGN ORC6 P4HA2 PAIP1 PDCD10 PFAS PIAS2 PIK3R3 PLEKHS1 PLGRKT PRKCB PRKD3 PSMC6 PTEN PTGDR2 PTGS1 PTPRB QPCT RAMAC RHOJ RIC8A RNF11 RNF130 RPS6KB1 SBDS SCYL3 SDCBP SEMA3G SERINC3 SESN1 SFXN3 SGCE SLC16A3 SLC1A3 SLC25A12 SLC26A11 SLC35A5 SLC35B3 SLC38A9 SLC7A3 SMG7 SMPDL3A SMURF2 SP110 SPARCL1 SPINK2 SPOPL SPPL2A SPRYD7 SSR1 SYNCRIP SYNPR TAC1 TBC1D8B TEX30 TIPIN TLE1 TMEM126A TMEM35A TRAPPC2 TREM2 TYROBP UBE2V2 UBQLN2 USP16 VEGFD VIP VWA5A ZNF185 ZNF318 ZNF559-ZNF177 ZNF625 ZNF639 SCHAEFFER_PROSTATE_DEVELOPMENT_AND_CANCER_BOX1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHAEFFER_PROSTATE_DEVELOPMENT_AND_CANCER_BOX1_DN AFF3 B2M CALR CAVIN2 CLDND1 SART1 SERINC3 SNRNP70 SYT13 ZMYND8 SCHAEFFER_PROSTATE_DEVELOPMENT_AND_CANCER_BOX1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHAEFFER_PROSTATE_DEVELOPMENT_AND_CANCER_BOX1_UP BSDC1 CHD4 EIF2AK2 HADH HMGCR KDM3B NFIX PRPF40A PSMC6 PTGR1 SIN3B SMARCA2 TLE1 ZNF664 SCHAEFFER_PROSTATE_DEVELOPMENT_AND_CANCER_BOX2_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHAEFFER_PROSTATE_DEVELOPMENT_AND_CANCER_BOX2_DN CAST FAP PTGR1 SOX9 TLE1 TRIM8 YWHAE SCHAEFFER_PROSTATE_DEVELOPMENT_AND_CANCER_BOX2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHAEFFER_PROSTATE_DEVELOPMENT_AND_CANCER_BOX2_UP CALR CSNK1A1 FBLN1 LDB2 NREP SPARCL1 SCHAEFFER_PROSTATE_DEVELOPMENT_AND_CANCER_BOX3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHAEFFER_PROSTATE_DEVELOPMENT_AND_CANCER_BOX3 CDC27 IGF1R PDIA4 SOX9 ZNF22 SCHAEFFER_PROSTATE_DEVELOPMENT_AND_CANCER_BOX4_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHAEFFER_PROSTATE_DEVELOPMENT_AND_CANCER_BOX4_DN BCLAF1 CANX CDC37L1 CHD9 CSNK1A1 CTSO EIF2AK2 EIF3A ELOVL5 GCC2 HNRNPC IER2 IER3IP1 LRPAP1 MANF MYO1B NFIA NRIP1 PPHLN1 PRPF40A PSMC6 REST SFPQ SMARCA2 SRSF9 SSR1 SYMPK TMED2 TNRC6B TOB2 VPS36 ZNF462 ZNF664 SCHAEFFER_PROSTATE_DEVELOPMENT_AND_CANCER_BOX4_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHAEFFER_PROSTATE_DEVELOPMENT_AND_CANCER_BOX4_UP CAVIN2 FABP4 IRF2BP2 KLHDC10 KRT19 NAV1 NCOA6 PRKCB SIN3B WAC ZMYND8 SCHAEFFER_PROSTATE_DEVELOPMENT_AND_CANCER_BOX5_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHAEFFER_PROSTATE_DEVELOPMENT_AND_CANCER_BOX5_DN CAST LGALS3 MED4 SOX9 TLE1 TMEM45A TSPAN8 TUBB4A SCHAEFFER_PROSTATE_DEVELOPMENT_AND_CANCER_BOX5_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHAEFFER_PROSTATE_DEVELOPMENT_AND_CANCER_BOX5_UP ACER3 ALDH1A1 ASPN EHBP1 EMCN NREP PELI2 PID1 PLPP3 SFRP1 SVIL SCHAEFFER_PROSTATE_DEVELOPMENT_AND_CANCER_BOX6_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHAEFFER_PROSTATE_DEVELOPMENT_AND_CANCER_BOX6_DN AGTR1 ID4 PTGR1 SCNN1A SOX9 SCHAEFFER_PROSTATE_DEVELOPMENT_AND_CANCER_BOX6_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHAEFFER_PROSTATE_DEVELOPMENT_AND_CANCER_BOX6_UP ALDH1A1 ASPN DAB2 FBLN1 LDB2 PAPPA SPARCL1 SCHAEFFER_SOX9_TARGETS_IN_PROSTATE_DEVELOPMENT_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHAEFFER_SOX9_TARGETS_IN_PROSTATE_DEVELOPMENT_DN ANKRD11 BASP1 CDC27 CDCA7 CDK2 COLEC10 CRMP1 DAB2IP DDX6 EIF3A ELAVL1 ELAVL4 ETS1 FBLN5 HMGB1 HOXA10 IGF1 INHBA KLF3 MEIS1 MYCL NASP NAV1 NFIX NUDT3 OLFM1 PCDH18 PHF6 PUM1 RASSF2 RBFOX2 RRM2 SFRP1 SLIT2 SLITRK1 SMARCA5 SOX4 SPTBN1 STMN1 SYT4 TCF4 TIAM1 TRIM8 YWHAZ ZNF521 SCHAEFFER_SOX9_TARGETS_IN_PROSTATE_DEVELOPMENT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHAEFFER_SOX9_TARGETS_IN_PROSTATE_DEVELOPMENT_UP BCL2L1 DUSP6 EDN1 FGF10 FGFR2 FGFR3 FOXA1 FST HMGN3 HOXA10 HOXB9 LHX6 MAOB MBP PNOC RDH10 SLC39A8 TLE1 TRIM2 TRMT9B VLDLR SCHAVOLT_TARGETS_OF_TP53_AND_TP63 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHAVOLT_TARGETS_OF_TP53_AND_TP63 BAX CASP1 CDKN1A EPHA2 FAS FDXR MDM2 PCNA PIDD1 PMAIP1 PODXL RRM2B SFN TP53I3 VCAN SCHEIDEREIT_IKK_INTERACTING_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHEIDEREIT_IKK_INTERACTING_PROTEINS ARRB1 ATM BCL10 CARD10 CARD11 CASP8 CCND1 CDC37 CREBBP CSN3 CTNNB1 CYLD DOK1 E2F1 EIF2AK2 EPAS1 ERC1 ESR1 FANCA FKBP5 FOXO3 HSP90AA1 HSPB2 HTT IRF7 IRS1 MAP3K14 MAP3K3 MAP3K7 MAP3K8 MAP4K1 MAVS NCOA3 NLRP2 NOTCH3 PDK1 PRKCI RELA RIPK1 RPS6KA1 SCNN1B STAP2 TANK TFG TNFAIP3 TRAF1 TRAF2 TRAF3IP2 TRAPPC9 TRIM27 UBB VAV1 ZFAND5 SCHEIDEREIT_IKK_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHEIDEREIT_IKK_TARGETS BCL10 CCND1 CTNNB1 CYLD DOK1 ESR1 FOXO3 H3C15 IRS1 NCOA3 NCOR2 NFKB1 NFKB2 NFKBIA NFKBIB NFKBID RELA YWHAB SCHLESINGER_H3K27ME3_IN_NORMAL_AND_METHYLATED_IN_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHLESINGER_H3K27ME3_IN_NORMAL_AND_METHYLATED_IN_CANCER AMPH AQP5 COL1A1 CRHR2 DES FAM110A GAD2 GDF10 GJD2 GNAL GPR6 GRIA4 GRM6 GRM7 HBA2 HOXA9 HOXD12 HS3ST2 HTR1A KCNA1 MYT1 NEUROG3 PCDHAC1 PCDHGB5 POU4F3 SFRP4 SOCS1 TRHDE SCHLESINGER_METHYLATED_DE_NOVO_IN_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHLESINGER_METHYLATED_DE_NOVO_IN_CANCER ALX3 AMN APBA1 ASIC2 BCL2 CACNA1G CALCA CCNA1 CD44 CDH13 CDH4 CDKN2C CDX2 CEBPD CHRDL1 CRIP1 CXCL12 CYP27B1 DCC DLC1 DSC3 DUSP6 EGR3 EPHX3 ETFA EVA1C FBN1 FEZ1 FOXA2 FOXE1 GADD45G GATA4 GATA5 GJB2 GNAS GPC3 HBA1 HIC1 HOXB13 HRK JUN KCNQ1 KISS1R KLF4 KLHL35 LAMA3 LGALS3 MT1A MT3 MYOD1 NDRG1 NKX2-8 NKX3-1 NPTX1 NR2F2 NTRK2 PAX5 PAX6 PAX7 PCDH11X PGR PMP22 POU3F1 PPP1R13B PRKG1 PTHLH PXMP2 PYCARD RARA RASSF5 RBP4 RBP7 RIPK3 SFRP1 SFRP5 SLIT1 TBX1 TBX3 TCEAL1 TFAP2C THBD TNFRSF25 TNFSF9 TP73 VDR WT1 WT1-AS ZACN SCHLESINGER_METHYLATED_IN_COLON_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHLESINGER_METHYLATED_IN_COLON_CANCER CDX2 DKK1 HHIP IHH MGMT PCDH10 SFRP1 SFRP2 SFRP5 WIF1 SCHLINGEMANN_SKIN_CARCINOGENESIS_TPA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHLINGEMANN_SKIN_CARCINOGENESIS_TPA_DN ACSBG1 AEBP1 ANKRD17 APOC1 CCDC28B CCL21 CCL27 CD247 COL1A1 COL1A2 DEAF1 DOC2GP ENO3 GMPR GPT GRN HOXA7 ITM2B MXRA8 PLEKHA5 RSRP1 SH3GLB2 TCAP THRSP TMEM255A ZBTB17 SCHLINGEMANN_SKIN_CARCINOGENESIS_TPA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHLINGEMANN_SKIN_CARCINOGENESIS_TPA_UP ADAR ANXA6 BPIFA1 CREB3 CRNKL1 CTSV EDF1 FBXL9P FBXW12 GCH1 H2AL3 HSF1 JUNB KBTBD11 KRT88P LSM8 MAT2A MT1A MT2A NABP1 NME1 ODC1 PDPN PLBD1 PTBP1 RALGDS RBM6 RORB RRAD S100A8 S100A9 SCGB1A1 SELENOS SLPI SPRR1A SRM STK35 TMCO5A TNFRSF18 TRNT1 SCHLOSSER_MYC_AND_SERUM_RESPONSE_SYNERGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHLOSSER_MYC_AND_SERUM_RESPONSE_SYNERGY ARFIP2 ARMC6 CCDC85B COG2 DDX28 EIF4A1 EOLA1 FARSA FPGS FRAT2 KHSRP LARP1 LIMK2 METAP2 MRPL12 MRPS12 MTA1 NCLN NDUFS5 NME4 POLR2I PYCR1 RNF126 SCAMP3 SEPTIN11 SGTA SMG7 SNRPA SRM TAGLN2 TMEM183A TOMM40 ZNF22 SCHLOSSER_MYC_TARGETS_AND_SERUM_RESPONSE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHLOSSER_MYC_TARGETS_AND_SERUM_RESPONSE_DN ADCY3 AKAP1 AMD1 BAG2 BYSL CEBPZ CSE1L CUL1 DDX21 DKC1 EBNA1BP2 EIF1AX EXOSC7 FABP5 FBL FTSJ1 HDGF HSPA9 IRAK1 LDHA MRPL19 MXI1 MYC NCL NOP14 ODC1 PA2G4 PAICS PDIA5 PMM2 PPAT PRDX4 PRNP RAN RPIA RPP40 RRS1 RSL1D1 SRPK1 SRRM2 SYNCRIP TFDP1 THAP12 TIMM17A TRIM14 UCHL3 URI1 UTP18 SCHLOSSER_MYC_TARGETS_AND_SERUM_RESPONSE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHLOSSER_MYC_TARGETS_AND_SERUM_RESPONSE_UP AMD1 ATP1B3 ATP2A2 ATXN10 BAG1 CAMKK2 CCDC86 CEP68 COMT DDB1 EIF1AX EIF5B FAM216A FXN GEMIN4 GRPEL1 GSPT1 ILF3 INTS10 LMNB2 LSM7 METAP1 MYC NME1 NOP2 ODC1 POLR1F PPRC1 PRMT1 PRR3 PTDSS1 RCN1 SCAMP1 SLC1A5 SLC39A14 SLC7A5 SNRPB SRP72 SRSF2 THOP1 TMED3 TSR1 UCK2 USP13 VDAC1 ZNF263 ZNRD2 ZPR1 SCHLOSSER_MYC_TARGETS_REPRESSED_BY_SERUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHLOSSER_MYC_TARGETS_REPRESSED_BY_SERUM AASDHPPT ACP1 ACTL6A ACVR1B ADSS2 AFG3L2 ALG8 ALX1 ANP32B API5 APP ATP13A3 ATP5F1C ATXN10 AUH BLMH BTF3 BUB3 C12orf29 CBX3 CCT2 CCT5 CCT8 CEBPB CHERP CNBP COPS2 COX11 CSNK1E CYCS CYP2A13 DARS1 DCTD DCUN1D4 DDX1 DDX10 DDX19A DEAF1 DHX9 DIMT1 DNAJC2 EEF1E1 EI24 EIF2S1 EIF3A EIF4A3 EIF4E EMC2 EPRS1 ETF1 EXOSC8 FAM120A FASTKD2 FBXO21 FBXO9 FH G3BP2 GARS1 GLOD4 GNL2 HDAC2 HIRA HK2 HNRNPA1 HPRT1 HSPD1 HSPE1 IARS1 IARS2 IDH3A IPO5 ISCA1 ITPA KDSR KPNA2 LDHB LYPLA1 MACIR MACROH2A1 MAD2L1 MIA2 MNT MRPL3 MTHFD2 NAE1 NDUFB6 NGDN NOLC1 NOP16 NR2F2 NUFIP1 NUP153 NUP210 NUP58 NUP93 NUP98 OAT OTUD4 PDIA6 PFDN4 PGAM1 PMPCB PNO1 POLE3 PRMT3 PRPS1 PSMD14 PSMG1 PTGES3 PUM3 PWP1 RABGGTB RAN RANBP1 RMND5A RNF114 SARS1 SEC13 SERBP1 SERHL SERP1 SLC16A1 SLC25A17 SLC39A6 SLC3A2 SMARCC1 SMN1 SNRPF SRSF1 SRSF8 SSB SSBP1 TARS1 TCERG1 TFAM TFAP4 TGDS THAP9-AS1 TIAL1 TMX1 TOMM20 TOMM70 TRIAP1 TXN U2AF1 UBA2 UBE2G1 UBE2K UBE2N USP10 WRN XPOT YARS1 YBX3 YY1 ZBTB11 ZC3H14 ZC3H15 ZMPSTE24 ZNF330 ZZZ3 SCHLOSSER_SERUM_RESPONSE_AUGMENTED_BY_MYC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHLOSSER_SERUM_RESPONSE_AUGMENTED_BY_MYC ABLIM1 ADA AHCYL1 AIP ARHGDIA AURKB BBLN BCR BDKRB2 BRD3 CABIN1 CASR CCNF CLPTM1 CSNK2A1 CSNK2B CTRL CUL5 CYC1 DNPH1 EEF1A2 EIF4A1 ERCC1 ERP44 GLS2 GUK1 HDGF HGS IDH3B IGFBP2 JAK3 JTB KAT5 KCNAB2 KCNH2 KDM5C KXD1 LCK LPCAT1 LSM12 MAP4 MASP2 MAST1 MAU2 MAZ MED24 MED6 MLF2 MPHOSPH9 MRPL58 MTF1 NCOR2 NDUFV1 NFATC2IP NKTR NPIPA1 NUP50 NUP62 OGFR OSM OTUB1 P4HB PDAP1 PKD1 PKM POMK PPP2R1A PPP5C PRPF19 PSMD11 PURA RAD23A RAD54L2 RALA RBM42 RER1 RGL1 RGP1 RNF8 RNH1 SF3A2 SLC2A5 SORL1 STK11 SUPT5H SUPT6H SYMPK SYNGR2 TAF6L TCF25 TFF2 TMED9 TMEM109 TP53 UBE2M UBE2S UBTF UQCR11 UQCRQ YWHAE ZBED1 ZFP36L2 ZFTRAF1 ZKSCAN8 ZNF148 ZNF593 SCHLOSSER_SERUM_RESPONSE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHLOSSER_SERUM_RESPONSE_DN ABAT ABCB10 ABCF2 ABHD3 ABI1 ABL1 ACADM ACSL4 ACTR2 ACYP2 ADAM10 ADAM17 ADAM19 ADARB1 ADCY1 ADCY8 ADD3 ADH5 ADH6 ADK AIMP1 AKAP12 ANAPC10 ANKRD28 ANP32A ANP32E ANXA2P1 ANXA7 AP3D1 APAF1 ARAP2 ARCN1 ARFGEF1 ARID4A ARIH1 ARSL ASMTL ASNS ASPHD1 ASS1 ATAD2B ATF2 ATF4 ATN1 ATP11B ATP2A2 ATP5MF ATP5MJ ATP5PF ATP6AP2 ATP6V1C1 ATP6V1G1 ATP8A1 ATRNL1 AZIN1 BACH1 BAZ2A BBIP1 BCAM BCL7A BCLAF1 BECN1 BET1 BLNK BMI1 BTF3P11 BZW1 C1D C5orf15 C6orf120 CACYBP CALM2 CALM3 CANX CAPZA1 CASP1 CAST CAT CBR4 CBX1 CBX3 CCDC69 CCK CCNG2 CCNH CD164 CD2AP CD55 CD9 CDC123 CDC40 CDC7 CDH8 CDK18 CDK2AP1 CDK7 CEP68 CGRRF1 CHMP2B CHUK CIB2 CIR1 CLASP2 CLDN18 CLEC4M CLIC4 CLINT1 CLIP1 CLP1 CMTR1 COBL COIL COL21A1 COL4A2 COPB1 COPS5 COPS8 COQ2 COX6C COX7A2 COX7A2L COX7B CPNE3 CREBBP CREG1 CRIM1 CRY1 CRYBG1 CSH1 CTH CUL4A CXCL1 CYB5B CYP27A1 DAP3 DCK DCLRE1A DCTN6 DDX46 DDX5 DECR1 DHRS12 DHRS7 DHX9 DIAPH2 DIS3 DLD DLEC1 DLEU2 DMXL1 DMXL2 DNAJB12 DOCK2 DOP1B DSG1 DSTN DUSP11 DYNLT3 DYRK1A DYRK3 E2F2 E2F5 ECH1 EDEM1 EED EEF1B2 EFS EID1 EIF1 EIF2AK2 EIF2S2 EIF2S3 EIF3H EIF3M EIF4G3 EIF4H EIF5 ELMO1 ELOC ELOVL5 EOLA1 EP300 EPB42 EPHA5 EPS15 ERH ETS2 EVI2A EVI5 EXO1 EXT2 FAM3C FAM76A FAM8A1 FANCC FASLG FBLN1 FBXW11 FCGR2A FCN3 FDFT1 FGFR2 FMR1 FTO FUBP3 GABARAPL2 GALNT1 GAPDHS GAS7 GCH1 GLMN GLO1 GLRX GLUL GMFB GMFG GNE GNG10 GOLGA4 GOSR1 GPM6A GPN1 GRB14 GSDME GTF2A2 GTF2B GTF2E2 H2AZ1 H2AZ2 HACD2 HAT1 HCRTR1 HEXB HGF HIBCH HIPK1 HLTF HMCES HMGCR HMGN1 HMGN3 HMGN4 HNRNPA0 HNRNPA1 HNRNPA2B1 HNRNPA3 HNRNPH2 HNRNPR HPCA HPS5 HS2ST1 HSPA13 HSPA4 HSPA5 ICAM2 IDI1 IFI16 IFIT5 IFT25 IGBP1 IGF2 IGFBP5 IGHV5-78 IGKC IK IL6ST IL7 INSIG1 INSR IRF4 ISG20L2 ITGB3BP ITIH1 ITSN2 JAG1 JCHAIN KALRN KCNAB1 KDM4A KIDINS220 KIFAP3 KIN KLF4 KLHL23 KMO KNOP1 KRIT1 KRT12 KRT19 KTN1 LAMC1 LAMP2 LAMTOR5 LANCL1 LARP7 LDLR LDLRAD4 LEF1 LEPROTL1 LILRB4 LINC00342 LPGAT1 LRIG1 LRP1 LRRC14 LSM14A LSM6 LY75 LY96 LYSET LYZ MAGEA2 MAGOH MANBA MAP1LC3B MAP2K4 MAP3K5 MARCHF7 MBD2 MBD4 MBNL1 MCFD2 MDH1 MED25 MED6 MEF2A MEGF8 MEGF9 MGAT2 MICB MICU2 MINPP1 MMD MMP7 MNAT1 MNDA MORC3 MPPE1 MRFAP1L1 MRPL33 MRPS27 MSH2 MSH6 MSMO1 MT1G MTDH MTMR1 MTMR9 MYCBP2 MYD88 MYH6 MYL12A MYL3 MYOF NAGPA NAP1L1 NBN NCBP2 NCKAP1L NCOA2 NDC80 NDST1 NDUFA2 NDUFA5 NDUFS4 NECTIN3 NEK7 NEMP1 NF2 NFE2 NFE2L2 NFYB NHLH1 NIPA2 NIPSNAP2 NMI NMT1 NOS1 NPTN NRGN NSA2 NSL1 NT5C2 NUP160 NXT2 OAS1 OAS2 OGT OR2H2 OVOL3 PAFAH1B1 PAIP1 PAK2 PARG PCDH11X PCMT1 PDCD10 PDCD6 PDE8A PDK4 PDS5B PDZK1 PEX19 PEX2 PGD PGGT1B PGK1 PHF2 PHF3 PHGDH PHLPP1 PIBF1 PIK3C2B PIK3CD PIK3R3 PIKFYVE PIM2 PJA2 PKP4 PLA2G4A PLAG1 PLCL2 PLXNC1 PMAIP1 PMP2 POLR2B POLR2J POU2AF1 PPFIA1 PPIG PPIP5K2 PPM1A PPM1B PPP1R12A PPP1R2 PPP1R8 PPP3CA PPP3CC PPP6C PPWD1 PRDX1 PRDX3 PRIM2 PRKACB PRKAR1A PRKAR2B PRKY PRPF18 PRPH PRPSAP2 PRRC2C PSD3 PSIP1 PSMA1 PSMA3 PSMA4 PSMA5 PSMC6 PSMD1 PSMD10 PSMD12 PSMD6 PSMD7 PSME2 PTGDS PTMA PTP4A1 PTP4A2 PTPN11 PTPN13 PTPRC PTPRG PTPRK PURA QPCT R3HDM1 RAB1A RAB21 RAB5A RABGAP1L RABIF RAD17 RAD21 RAD23B RAD52 RALBP1 RAP1A RAP1B RARRES1 RASGRP1 RB1 RB1CC1 RBBP4 RBL2 RBM34 RBPMS RCBTB2 RCHY1 RCN2 REV3L RFK RGS4 RIOK3 RNF11 RNF144A RNF24 RNF6 RP2 RPL29P17 RPN2 RSAD2 RSRP1 RSU1 RTCB RTN4 RUNDC3B RUNX2 RWDD3 RYBP RYK SACM1L SAT1 SC5D SCML1 SCP2 SDCBP SDHD SEC11A SEC13 SEC23A SEC24A SEC24B SEC24D SEC61B SEC61G SEC62 SEC63 SECISBP2L SEL1L3 SELENOF SEM1 SEPTIN6 SERINC1 SERINC3 SERINC5 SERPINI2 SERTAD2 SET SF3B1 SGCE SH3GLB1 SIRPA SKP1 SLC16A4 SLC25A3 SLC25A5 SLC30A9 SLC35A1 SLC35B1 SLC35E2B SLC39A8 SLIT3 SLK SMAD1 SMARCA5 SMARCE1 SMC5 SMG1P5 SMNDC1 SNAPC1 SNAPC5 SNRK SNRNP200 SNRPB2 SNRPE SNRPG SNX2 SOCS6 SOS2 SP100 SPTLC1 SPTLC2 SPTSSA SQLE SREK1IP1 SRGAP2 SRP19 SRP54 SRP9 SRPRA SRRM1 SRSF11 SRSF5 SRSF9 SRY SSBP2 SSTR5 SSUH2 STAT1 STK3 STRAP STT3A STX12 STX8 STXBP3 SUB1 SUCLA2 SUMO1 SUMO4 SUN1 SUZ12 SYPL1 TAF5L TAOK3 TASOR TAX1BP1 TBC1D1 TBCA TBCC TBCE TBX6 TCAP TCEA1 TCF12 TCF20 TCF3 TDP2 TDRD7 TERF1 TFAP2A TFE3 TGM2 THRA TMED2 TMED5 TMEM123 TMEM59 TMSB10 TMSB15A TNNI3 TOB1 TOGARAM1 TOMM7 TOP2B TOPBP1 TOR1AIP1 TOR1B TOX4 TP53BP2 TPD52 TPP2 TRA2A TRA2B TRAF3IP3 TRAM1 TRIM9 TSNAX TWF1 TXNDC9 UBA3 UBC UBE2G1 UBE2J1 UBE2L6 UBE3A UBR2 UPF2 UQCRB UQCRC2 USO1 USP33 USPL1 UTP3 VDAC3 VEGFA VLDLR VNN2 VPS26C WARS1 WASHC4 WDR7 WNT7A WT1-AS WTAP XPA XRCC5 YAF2 YME1L1 YTHDC1 YWHAQ YWHAZ ZBTB1 ZBTB18 ZEB2 ZFAND5 ZFX ZFYVE16 ZHX2 ZMYND11 ZNF207 ZNF217 ZNF273 ZNF43 ZPR1P1 ZSCAN12 SCHLOSSER_SERUM_RESPONSE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHLOSSER_SERUM_RESPONSE_UP ACAP1 ACTN4 ADA ALDH3B2 AP1S1 ARHGAP25 ARHGAP35 ARPC4 ATP6V0D1 BCL2 BRCA2 BRD2 BTF3 CACNA1A CAPG CBFA2T3 CCNI CD99 CDK10 CDKL1 CEP350 CHD8 CNOT3 CRABP2 CRHR2 CSK CSNK1G2 CYBA DCAF7 DEPDC5 EGR1 ELL2 ERCC2 FGFR1 FLNA GAB1 GNAT2 GNB2 GPSM3 GRAMD1B HLA-DRB6 HOXC5 HTT ICAM3 IFNA16 IFNA4 IGHA1 IL2RG INSL3 IRF1 ITGAD JUND KCNB1 KDM4B KIF3B KIFC1 KLF12 KMT2B L3MBTL1 LTB MAP3K11 MAP3K7 MAP4K4 MAPT MXD4 MYO9B N4BP2L2 NHERF1 NKX2-5 NME3 NR2F6 OCEL1 ORAI2 PCOLCE PCYT1A PDE4C PDPK1 PI4KB PIGQ PITPNM1 PLEKHM2 POU2F2 PPP1R11 PPP4C PTK2B PTPN1 PTPRS RAB5C RAD51D RALY RAMP2 REEP1 RELA RHOG RPRD2 S100A11 S1PR4 SCAP SCN3B SELENOW SFTPC SIPA1 SMAD9 SNX1 SPTAN1 ST3GAL1 STAT3 STAT6 STX16 STXBP2 TAPBP TNNI1 TNRC6B TRANK1 TYK2 UBA1 UGT1A10 UPK1A USP4 WIPF2 WNT7A YJU2 ZBTB7A ZFY ZNF91 ZSCAN9 SCHMAHL_PDGF_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHMAHL_PDGF_SIGNALING ARID5B CSRNP1 MYO1E PLEKHA1 SCHIP1 SGPL1 TIPARP TXNIP ZFAND5 ZNF28 SCHMIDT_POR_TARGETS_IN_LIMB_BUD_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHMIDT_POR_TARGETS_IN_LIMB_BUD_DN ABCA1 ALDH1A2 CHMP4C CHRNA5 CPA3 IFITM1 MSX2 NAIP SCHMIDT_POR_TARGETS_IN_LIMB_BUD_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHMIDT_POR_TARGETS_IN_LIMB_BUD_UP AASDH ACAT2 ACLY CYP26A1 CYP51A1 DHCR7 ELOVL6 FDFT1 FDPS FGL1 FOXC1 HMGCS1 IDI1 INSIG1 LDLR LSS MSMO1 MVD MVK NSDHL SC5D SCD SQLE SREBF2 STARD4 TM7SF2 ZMAT4 SCHOEN_NFKB_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHOEN_NFKB_SIGNALING BCL6 BIRC3 C3 CCL2 CCN1 CCN2 CDKN1B CSF2 CSRNP1 CTSS CXCL2 CXCL8 EDN1 FN1 GADD45B HHEX IGFBP3 IGFBP5 IL1A IL1B JAG1 KLF4 MMP9 NFKBIA NUAK2 PMP22 PTGER4 PTGS2 PTX3 SERPINA3 SULF1 THBS1 TNFRSF9 TPST1 SCHRAETS_MLL_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHRAETS_MLL_TARGETS_DN ACADM ARHGDIB CAP1 CCL15 CD53 CD93 CDKN1B COL6A1 COL6A2 COL6A3 CTSH DFFB ENPP2 FOXC2 GAS1 GATA6 GREM1 HNF1B HOXC8 HSPB8 IL1RN LIMK1 MGLL MGP MVK PITX2 RSPO2 SPRR1A TGFBI THBD THBS2 TPSD1 TWIST2 SCHRAETS_MLL_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHRAETS_MLL_TARGETS_UP ACTA2 BTG3 CADM1 CAVIN2 CD34 CTSC CTSZ DCN FAS FHL1 FOS FOXG1 FZD6 GM2A GPC4 HOXA1 HOXD8 IFI16 MLF1 MMP10 MMP11 MSX2 NDN NES PEG3 SERPINE2 SUMO3 TNC TNNT2 TOB1 TOM1L1 TPD52L1 TSPAN7 SCHUETZ_BREAST_CANCER_DUCTAL_INVASIVE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHUETZ_BREAST_CANCER_DUCTAL_INVASIVE_DN ABAT ABCD3 ABHD11 ACADSB ACTG2 ALDH3B2 AMY1A ANXA9 AREG ARHGAP29 ASNS ATP6V0A4 AUTS2 CADPS2 CD24P2 CD24P4 CEBPD CELSR1 CELSR2 CFD CLDN3 DEFB1 DNAJC12 DSC3 DST DTNA ELAPOR1 EPN3 ERBB3 ERBB4 FAM174B FAM234B GALNT7 GDF15 GPR87 GRAMD1C GRB14 HOOK1 IER5 IL20RA ISOC1 KIAA0040 KRT14 LAMA3 LETM1 LRBA MAGED2 MAST4 MDK MLPH MMP10 MRPS30 MYB MYO6 OPN3 PADI2 PDCD4 PDZK1IP1 PERP PEX7 PLK2 PRKAR2B PROM1 PTPRF RAB11FIP1 RAPGEF5 SCNN1A SERPINA1 SHANK2 SLC19A2 SLC1A4 SLC27A2 SORT1 STC2 TBC1D8 TBX3 TJP3 TM4SF1 TMED5 TP63 TTC39A VAV3 WFS1 ZDHHC11 ZNF750 SCHUETZ_BREAST_CANCER_DUCTAL_INVASIVE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHUETZ_BREAST_CANCER_DUCTAL_INVASIVE_UP ABCC4 ACKR3 ACSL4 ADAM12 ADAM19 ADCY7 ADGRF5 ADGRL4 ADORA3 AEBP1 AHNAK2 AKR1B1 AKT3 ALOX5 ANGPTL2 ANKRD6 ANXA1 APOE ARHGEF40 ARL4C ASPN ATP10D AXL BGN BICC1 C1QA C1QB C1R C1S C1orf54 C3AR1 CALD1 CASP1 CAVIN1 CAVIN3 CCL5 CCN1 CCN2 CCN4 CCND2 CCR1 CD163 CD53 CD55 CD74 CD93 CDH11 CELF2 CEMIP CFH CH25H CILP CLEC11A CLEC2B CLEC4A CLEC7A COL10A1 COL11A1 COL14A1 COL15A1 COL16A1 COL1A1 COL1A2 COL3A1 COL4A1 COL4A2 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 COL8A2 COLEC12 COMP COPZ2 CPA3 CPQ CPVL CRISPLD2 CSF2RB CTSK CTSS DAB2 DACT1 DCN DNM3 DPY19L1 DPYD DPYSL3 DSE ECM2 EDNRA EFEMP2 ELK3 EML1 EMP1 EMP3 ENPEP ENTPD1 ERG ESM1 ETV1 ETV5 EVI2A EVI2B F2R FAP FAS FBLN2 FBN1 FBN2 FCER1G FCGR1A FCGR2A FCGR3B FERMT2 FGL2 FKBP11 FLI1 FN1 FOXN3 FSTL1 FTL FXYD5 FYN FZD2 GAS1 GBP1 GEM GFPT2 GIMAP4 GIMAP6 GLIPR1 GLRX GLS GPNMB GPR65 GPX7 GREM1 GRK5 HCLS1 HEG1 HEY1 HLA-DMA HLA-DMB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB4 HLA-DRB6 HMOX1 HPGDS HSD17B11 HSD17B6 HTR2B HTRA1 IFFO1 IFI16 IFI30 IGFBP3 IGFBP7 IGLC2 IL18 IL1R1 INHBA IRAK3 IRF8 ISLR ITGBL1 JAM3 JCAD KCND2 KCNJ2 KCTD12 KDR LAMA4 LAMB1 LAMC1 LAPTM5 LCP2 LDB2 LDLRAD4 LGALS1 LHFPL6 LMCD1 LMO2 LOX LOXL1 LOXL2 LPXN LRRC15 LRRC17 LUM LY96 LYN MAF MAFB MAP1B MAP4K4 MEF2C MEIS2 MERTK MFAP2 MFAP5 MICAL2 MME MMP1 MMP11 MMP13 MMP2 MMP3 MNDA MRC2 MS4A4A MS4A6A MSN MSR1 MXRA5 MXRA7 MXRA8 MYL9 NBL1 NDN NID1 NID2 NNMT NOX4 NREP NRP1 NUAK1 OLFML1 OLFML2B OLFML3 OLR1 P2RY14 PALLD PAM PARVA PDE10A PDGFRA PDGFRB PDLIM2 PECAM1 PKD2 PLAU PLAUR PLCG2 PLN PLS3 PLSCR4 PLXDC1 PLXNC1 PMEPA1 POSTN PPIC PRNP PROS1 PRRX1 PSMB9 PTEN PTPRC PTPRM QKI RARRES2 RASSF2 RCAN2 RCBTB2 RECK RGCC RGS1 RGS2 RGS4 RNASE6 ROBO1 ROR1 S100A4 SAMD4A SAMSN1 SCG5 SDC2 SEC23A SEPTIN11 SEPTIN6 SERPINE2 SERPINF1 SERPING1 SERPINH1 SGCB SGCD SGK1 SHOX2 SKAP2 SLAMF8 SLC16A3 SLC2A3 SLC7A7 SLC9A6 SMAD7 SMCO4 SNAI2 SOBP SPARC SPARCL1 SPHK1 SPOCK1 SPON1 SPON2 SRGN SRPX2 SSPN ST3GAL6 SULF1 TACC1 TCF4 TDO2 TFEC TGFB1I1 TGFBI TGFBR2 TGM2 THBS2 THSD7A THY1 TIMP3 TLE4 TLR7 TM6SF1 TMEFF1 TMEM158 TMEM204 TMEM47 TNFAIP6 TNFSF4 TNS3 TP53I3 TRDC TRIM22 TRPC1 TUBB6 TWIST1 TYROBP VCAN WIPF1 WWTR1 XYLT1 ZEB1 ZEB2 ZFPM2 SCHUHMACHER_MYC_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHUHMACHER_MYC_TARGETS_DN ACP5 ARHGAP25 ARPC4 CD72 CFP ID2 IFI35 ILK SCHUHMACHER_MYC_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHUHMACHER_MYC_TARGETS_UP ABCE1 ACSL1 AHCY AIMP2 AK4 AKAP1 ATP1B3 AUH BOP1 CAD CDK4 CEBPZ CTPS1 CTSC CYCS CYP51A1 DANCR DCUN1D4 DDX10 DDX21 DHODH EBNA1BP2 EXOSC2 EXOSC7 FABP5 FASN FKBP4 FXN GCSH GPD1L GRSF1 HSPE1 IARS1 IMPDH2 LDHA LRP8 MEST MGST1 MRPL3 MTHFD1 MXI1 MYC NAMPT NEFH NME1 NOLC1 ODC1 PAICS PEBP1 PNO1 POLD2 POLR2H PPAT PRDX4 PRPS2 PUM3 PYCR1 RABEPK RANBP1 RCC1 RPIA RRP1B RRS1 SLC16A1 SLC20A1 SLC39A14 SLC39A6 SORD SRM SRPK1 TARBP1 TBL3 TFRC TMEM97 TRAP1 UCHL3 UCK2 VARS1 VRK1 ZNF239 SCHWAB_TARGETS_OF_BMYB_POLYMORPHIC_VARIANTS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHWAB_TARGETS_OF_BMYB_POLYMORPHIC_VARIANTS_DN BCL3 CAMK2B CDC14A CDK13 CUL9 ELF3 EVI5 GULP1 HDAC6 HOXB5 NEK3 NR3C2 PAFAH1B1 RASSF2 TAF7L VEGFC SCHWAB_TARGETS_OF_BMYB_POLYMORPHIC_VARIANTS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHWAB_TARGETS_OF_BMYB_POLYMORPHIC_VARIANTS_UP ACVR1B CCND1 CDC25A CDKN2C CENPF CUL4B CUX2 HIF3A ING1 MDM2 NFATC3 RHOT2 RXRA SCIAN_CELL_CYCLE_TARGETS_OF_TP53_AND_TP73_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCIAN_CELL_CYCLE_TARGETS_OF_TP53_AND_TP73_DN AURKA CCNA2 CCNB1 CCNF CDC20 CDC25B CDC25C CDK2 CDKN3 CKS2 DTYMK G0S2 GTSE1 KIF22 KIF23 MAPRE2 MCM6 MCM7 MYC RAN TPX2 UBE2C SCIAN_CELL_CYCLE_TARGETS_OF_TP53_AND_TP73_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCIAN_CELL_CYCLE_TARGETS_OF_TP53_AND_TP73_UP CDKN1A GAS2L1 HRAS JAG2 LTBP2 NEDD9 SEPTIN9 SFN TP53 SCIAN_INVERSED_TARGETS_OF_TP53_AND_TP73_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCIAN_INVERSED_TARGETS_OF_TP53_AND_TP73_DN ACTN1 ARF6 ATF3 ATP2B4 BAIAP2 BASP1 BHLHE40 BTG1 CELF1 DDX17 DNAJB6 EIF1 ETF1 GNB1 HBD HNRNPA3 IFNGR2 KLF9 MAEA MORF4L2 NFKB2 PLS3 PREP RELA RELB SLC7A5 TNK2 TRAF1 TRIOBP YWHAQ SCIAN_INVERSED_TARGETS_OF_TP53_AND_TP73_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCIAN_INVERSED_TARGETS_OF_TP53_AND_TP73_UP ASB4 FTL GPR3 H3C11 MMP17 PCNA PEPD RHCE SLC28A2 ST3GAL4 TP53 SCIBETTA_KDM5B_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCIBETTA_KDM5B_TARGETS_DN AP4S1 ARL6IP5 ASF1A AURKA BRCA1 BUB1B BUB3 CAV1 CCNB1 CDCA3 CDK1 CYB5A DHCR24 DLGAP5 DPY19L1 ECT2 EIF5B EPB41L1 FABP5 FBXO5 FHL1 FJX1 GAL GCA HACD1 HMMR HSD17B8 IGFBP2 INSIG1 IPP ISG15 ITGB1BP1 IVNS1ABP JADE2 KDM5B KIF2C LGALS3BP LIMCH1 LRCH4 MT1F MT1H MT1X NCAPH NDC80 NEDD9 NMB NOL3 OIP5 PBK PDE3B PHF20 PIR PLS3 PPOX PRPS1 PSD3 PSIP1 PSME3 RAB3GAP2 RECQL REEP1 SCNN1A SERINC5 SKP2 SMARCA2 SMC5 SNRPD1 SNRPG SOX9 SPTSSA SS18 STRN SWAP70 TMEM14A TNFSF13 TOP2A TTK TUBB UBR7 SCIBETTA_KDM5B_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCIBETTA_KDM5B_TARGETS_UP BBS9 CD2BP2 CDIPT CLCF1 DDIT3 DNAL4 EHD1 GADD45A KLHDC10 MAPK8IP3 MIA3 MPC1 NDE1 OSER1 POLB RNASET2 RNF40 SAT1 SMOX SEAVEY_EPITHELIOID_HEMANGIOENDOTHELIOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SEAVEY_EPITHELIOID_HEMANGIOENDOTHELIOMA ABCA4 ANGPT2 ANKRD1 ANKRD2 ANKRD33 ANXA3 BACE2 BMP4 BMP6 C12orf75 C17orf58 C17orf67 C1QTNF2 CACNG6 CCN1 CDC42EP5 CDH13 COL8A1 CRLF2 CTNNAL1 CUBN CYB5B EDN1 EFEMP1 EHD2 ERAP2 FBLN7 FGF2 FHL2 FMOD FOXC2 FOXF1 FSTL3 GDF15 GDF3 HOXA1 HRCT1 HTR2B ITGA3 KCNN2 KCNV1 KIF26B LAMP3 LATS2 LTBP1 MAFA MAFF MELTF MICB MMP19 MMRN1 MSRB3 MXRA7 MYL2 MYLK3 MYOZ2 NCEH1 NEXN NPAS1 NRGN NUDT4 NXNL2 OR6B2 OSGIN2 PDE3A PDLIM4 PLAT PLCD3 PPP1R13L PRKAR2B SCARF2 SELP SEMA3D SERPINE1 SH2D1B SLC24A1 SLC52A3 SLC6A4 SMPDL3B SRPX2 SSC4D STON1 TGFB2 TINAGL1 TMPRSS3 TNFRSF12A TNFRSF21 TNFSF15 TRIM58 UPK1B VEPH1 WT1 WTIP SEIDEN_MET_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SEIDEN_MET_SIGNALING ABCC4 API5 CAP1 CAPRIN1 CCNH CCT8 CCZ1 CLCN3 CNOT8 CSE1L HAT1 IFITM1 ITGAV KIF2A PRPS2 RAB11A RNASE4 SEPTIN2 SFPQ TM9SF3 SEIDEN_ONCOGENESIS_BY_MET https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SEIDEN_ONCOGENESIS_BY_MET AASDHPPT ACTR3 ADAM9 AIDA ANXA3 ANXA4 ARHGEF12 ATP2A1 C6orf62 CAPZA1 CCT6A CD46 CDK1 CERS6 CLIC4 COMMD3 COMMD8 CSDE1 CXCL5 DPM1 EEF1A2 EIF5 EPS8 EREG F2RL1 GLS GNAI3 GRSF1 HAT1 HIGD1A HNRNPA3 HNRNPH2 HSP90AA1 HSPA4 IFITM1 IFNGR1 IPO7 ITGA6 LAMB1 LYPLA1 MBIP MBNL1 MMADHC MSMO1 NCKAP1 NIPSNAP2 NPM1 NSA2 P4HA1 PAPOLA PCMT1 PDE8A PLOD2 PLS3 PNRC2 PPP1CB PTEN RIOK3 RRM1 RSL24D1 RTCA SCP2 SEC23A SELENOF SERBP1 SERINC1 SERP1 SH3BGRL SLC25A24 SLC38A2 SLC39A6 SMN1 SPTLC1 SRP72 STAT1 STK26 SUB1 TAF1D TASOR2 TCEA1 TCERG1 TMEM123 TMX1 TRAM1 TSPAN8 UBA2 UGDH YME1L1 ZBED5 SEITZ_NEOPLASTIC_TRANSFORMATION_BY_8P_DELETION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SEITZ_NEOPLASTIC_TRANSFORMATION_BY_8P_DELETION_DN CDH4 CDKN1A CLIP2 COL8A1 CSF3 CST6 CXCR4 DDIT4 FKBP11 FKBP9 GAD1 HERC2P9 IL11 IL1A INSIG1 L1CAM LIMCH1 MMP1 PHF1 PHF20 PIK3CD PSPH PXDN QPCT RCN2 SAA1 SCG5 SLC19A2 SLC2A10 TGFA UBXN7 UQCRC1 SEITZ_NEOPLASTIC_TRANSFORMATION_BY_8P_DELETION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SEITZ_NEOPLASTIC_TRANSFORMATION_BY_8P_DELETION_UP ABCG2 ADAM28 ALDH1A3 BCHE BMP4 CCL5 CCN3 CCNE2 CD24 CD24P2 CH25H CLU COL1A2 CRISPLD2 CX3CL1 CXCL10 CXCL11 DAAM1 DDX60 EFNB2 EVI2B GBP1 GPRC5A HERC5 HERC6 HPSE HS3ST1 ID2 IDO1 IFI27 IFI44 IFI44L IFIH1 IFIT1 IFIT2 IFIT3 IGFBP6 ISG15 ISG20 KLF4 LIPG MAGEA3 MALL MAPRE2 MX1 MX2 NDP NMU NR2F1 OAS1 OAS2 OASL PDLIM5 PLAAT4 PNP PRR16 PTGER4 PTN RIGI SAMD9 SEMA3A SLIT2 SORD SORL1 SPOCK1 TENT5A TFF1 TIMP3 TLR4 TMEM50A TMEM70 UGT1A10 UGT1A8 ZC3HAV1 ZFP36L2 SEKI_INFLAMMATORY_RESPONSE_LPS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SEKI_INFLAMMATORY_RESPONSE_LPS_DN ABLIM1 ATOH8 BAMBI BMF C1QTNF2 CORO2B DBP G0S2 GDF10 GSTT1 LYZ MMP11 PALM PDLIM2 PLEKHA6 RAB3D SELENBP1 SEPTIN4 SLC16A9 SUCNR1 SYNPO TMEM178A WNT4 SEKI_INFLAMMATORY_RESPONSE_LPS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SEKI_INFLAMMATORY_RESPONSE_LPS_UP ABCB1 ADAMTS7 BIRC2 BIRC3 BMP2 BTG1 CASP4 CCL3 CCL7 CCRL2 CD40 CD44 CEMIP2 CSF1 CXCL10 CXCL16 CXCL3 CXCL6 EGFR EGR1 EGR2 EGR3 EREG EXOC3L4 FAS FOSL1 GADD45B GBP2 GBP4 GBP6 GCH1 GPR68 GSAP ICAM1 ICOSLG IER3 JDP2 LIF LRATD1 MAFF NEURL3 NFKB2 NFKBIA NFKBIE NFKBIZ NGFR OSMR PLK2 PRRX1 PTPRE RAB20 REL RFX5 RIPK2 RND1 RSAD2 SCHIP1 SELE SERPINA3 SH3PXD2B SLC11A2 SLC15A3 SLC4A7 SLCO4A1 SOD2 STX11 TCIM TJP2 TLR2 TNFAIP2 TNFAIP3 TNIP1 TSLP VCAM1 ZC3H12A ZMYND15 SEMBA_FHIT_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SEMBA_FHIT_TARGETS_DN ASPM BIRC5 CENPF CLN6 DTYMK ECT2 MNS1 PLK4 SPAG5 ZNF252P SEMBA_FHIT_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SEMBA_FHIT_TARGETS_UP ATXN1 COL1A1 COL27A1 HSPD1 IFI44L JMY LY96 OAS1 SPHK1 ULBP2 WDR20 SEMENZA_HIF1_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SEMENZA_HIF1_TARGETS ADM ADRA1B AK3 ALDOA ALDOC BNIP3 CA9 CDKN1A CITED2 CP EDN1 ENO1 EPO FLT1 GAPDH HK1 HK2 HMOX1 IGF2 IGFBP1 IGFBP2 IGFBP3 LDHA NOS2 P4HA2 PFKL PGK1 PKM SERPINE1 SLC2A1 SLC2A3 TF TFRC TGFB3 TPI1 VEGFA SENESE_HDAC1_AND_HDAC2_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SENESE_HDAC1_AND_HDAC2_TARGETS_DN ABCC3 ABLIM1 ACADL ACKR3 ACOT2 ALDH3B1 ALOX5 ALPK2 ANKRD52 ANXA10 ANXA8 AP1M2 AQP1 ARID5B ATL1 ATP8B1 BEX1 BNC2 C1orf53 C5orf46 CADM3 CALB2 CALD1 CAP2 CAV1 CAVIN2 CCDC80 CCL26 CCSAP CDC42EP3 CDKN2C CELF2 CLU CNKSR3 CNN3-DT CNRIP1 COL16A1 COL1A1 COL3A1 COL4A4 COL5A2 COQ2 CRIM1-DT CRYAB CSDC2 CXCL14 DACT1 DEPDC1 DHCR7 DSTN DTNA DUS2 DUSP1 DYNLL2 EBF1 EDIL3 EDN2 EGF ELAPOR1 ELP4 ENDOD1 EPB41L3 ERG28 F8 FADS2 FDFT1 FGF1 FGFR1 FIGN FSTL1 GALNT16 GLI2 GLT8D2 GPC1 GPNMB GPX8 GSG1 GSTO2 GXYLT2 H2AC6 H2BC5 H4C8 HAPLN1 HDAC1 HDAC2 HIRA HMGCR IDI1 IFT74 IGFBP5 IGFBP7 IMPA2 INSIG1 ITGBL1 JPH3 KATNAL1 KRT14 KRT15 KRT17 KRT80 KRT81 LAMB2 LAT2 LBH LINC01116 LINC01270 LINC01638 LOX LOXL1 LOXL1-AS1 LOXL4 LRP11 LRRC1 LSP1P5 LSS LTBP3 LUM MAF MAGI2-AS3 MALAT1 MAP3K2-DT MAP3K20 MATN2 MEIS1 MFAP5 MGAT5B MGST3 MIR1915HG MMP24 MN1 MSLN MSMO1 MTUS1 MYBL1 MYL9 MYLK NACC2 NANOS1 NECTIN3-AS1 NEXN NFIB NOG NPPB NPTXR NRXN3 NTN4 NUPR1 OCLN OCLNP1 OLFML3 PCLO PCOLCE PDE1C PDGFRL PDLIM1 PKIB PKP2 PLAC8 PLCE1 PLEKHG4 PLEKHH1 PLS3 PPP2R2B PRICKLE2 PRR16 PRRT3 PSLNR PTCH1 QPRT RBMS3 RHOBTB1 RHOBTB3 RIN3 RNF187 RTKN2 S100A4 SBSPON SC5D SCARA3 SCD SCEL SCN2B SDC1 SDC2 SEMA3B SERTAD4-AS1 SESN3 SET SFTA1P SHOC1 SLC26A2 SMAD6 SPP1 SPTBN1 SQLE SRD5A1 SSBP2 STAC SYNPO SYT12 SYTL1 SYTL2 TAGLN TCF4 TCP11L1 TENM2 TFPI TGFB2 THUMPD1 TIMP3 TK2 TMEM100 TMEM131L TMEM135 TMEM200C TMEM255A TMEM37 TMEM45A TNNC1 TNNT2 TNS1 TNS3 TP53TG1 TPM1 TRIB2 TUBA1A TUFT1 UNKL VASN WFDC21P WIPI1 WNT5A ZNF219 ZNF362 ZNF395 ZNF404 ZNF503 ZSCAN31 SENESE_HDAC1_AND_HDAC2_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SENESE_HDAC1_AND_HDAC2_TARGETS_UP AADAC AADACP1 ADAMTS17 ADAMTS6 ADGRL4 ADPRHL1 AFF3 AGO2 ANTXR2 AP1S2 ATP11B BCL2A1 BCL2L1 BICD2 BIRC3 BMP2 C3 C4orf46 CA2 CAMTA1 CANT1 CAPN5 CBFB CCL20 CCND2 CCNE1 CD55 CDC42SE2 CDV3 CEP170 CES1 CHRNA9 CHST11 COL6A3 COPA CPEB4 CREM CSF2 CTNNA1 CXCL3 CXCL5 CXCL8 DCLK1 DDX42 DHX9 DKK1 DKK2 DNAJB14 DOCK4 DPY19L1 EGFR EIF4G1 ELK3 ELMOD1 ENSG00000290941 EPHA4 EPHB1 EREG ESYT2 EXOC5 EXTL3 FAM9B FGFRL1 FKBP1B FN1 FOSL1 G0S2 GCH1 GCNA GEM GFPT2 GLYR1 GNA13 GPAT3 GPR3 HAS2 HECTD1 HHIP HIP1 HMGA1 HOMER3 HSF1 IL11 IL13RA2 IL1A IL1RAPL1 IL24 IL6R IL6ST IL7R IQGAP1 IRAK2 ITGA6 ITPKA JAM3 KDSR KISS1 KLHL21 KYNU LAMC2 LAPTM5 LARP4 LDB2 LINC00326 LINC01088 LINC02535 LINC02577 LINC02915 LMAN1 LPXN LTB MAFF MAOA MAP3K7CL MC5R MCL1 MCM4 MEGF10 MELTF MICAL2 MMP1 MMP9 MTAP MYCT1 MYH16 NAMPT NAP1L1 NAV3 NFKB2 NFKBIZ NKD1 NRIP3 NTAQ1 NUS1 ODAPH OLAH OSMR OTUB2 PAPOLA PAX8 PAX8-AS1 PCGF5 PDE4D PDE4DIP PDLIM4 PGAP6 PGF PHTF2 PI3 PLAU PLAUR PLEC PLEKHB2 POU2F2 PPARA PPARGC1B PPIF PPTC7 PRDM1 PRIM2 PRPF6 PRR20A PRR9 PRRX1 PSME4 PSTPIP2 PTBP1 PTPN12 PTPN5 PTPRN2 PTX3 PXN RAB35 RAB3B RAC2 RBPMS2 RDUR REEP3 RGS2 ROBO4 RPAP3 RPL27A RRAGD SAA1 SCG5 SCYL2 SEC61A1 SERPINA1 SERPINB2 SFRP1 SH2B3 SH3PXD2A-AS1 SIPA1L3 SKIC3 SLC16A1 SLC16A3 SLC39A4 SLC7A2 SMG1 SNAP23 SNHG16 SORBS2 SPHK1 SPIRE1 SPOPL SPRED2 SRGN ST3GAL1 STIP1 STK10 SUPT16H SUPT6H SYTL3 TAFA5 TASOR2 TCN1 TEX261 TFAM TFRC TGFBR2 TGM2 TIE1 TMEM158 TMEM200A TMEM65 TMOD1 TNFAIP3 TNFRSF10B TNFRSF11B TNFRSF12A TRIM38 TRIML2 TWF1 UBASH3B UCA1 UEVLD ULBP2 USP10 WAKMAR2 WDR6 ZBED2 ZBTB38 ZC3H12A SENESE_HDAC1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SENESE_HDAC1_TARGETS_DN AASS ABCC3 ADGRB2 AHNAK ALDH5A1 ALDH6A1 ALOX12-AS1 ALOX5 AP1G2 APLP1 ARHGAP35 ARHGEF40 ARID5B ASS1 BAIAP2 BAZ2B BCAM BCAR1 BMP4 BNC2 BNIP3L BTBD2 C11orf96 C1QTNF12 CADM3 CAVIN1 CBX5 CCNG2 CCSAP CCSER2 CD46 CDC25C CDC42 CDC42EP3 CFAP95 CHMP3 CIRBP CMC4 CNN1 CNN3-DT CNPY4 COL11A1 COL12A1 COL16A1 COL1A1 COL3A1 COL5A1 COPZ1 CPE CRIM1-DT CRISPLD1 CRMP1 CSDC2 CSRP2 CXXC5 CYS1 CYTH2 CYTL1 DAB2 DHRS2 DKK3 DNAJB2 DNAJC1 DOK1 DPY19L4 DYNLL2 EBF1 EDIL3 EFCAB2 EFEMP2 EFNB3 EIPR1 ELFN2 ENAH EPB41L5 EPHB2 EPS8L2 ERGIC1 F2R FADS1 FAM114A1 FAM171A1 FAM200C FAM226B FBLN1 FDFT1 FGFR1 FKBP7 FLYWCH2 FOLR1 FOS FOXO6 FOXS1 FSTL1 FXYD6 GALNT16 GET1 GLI2 GLIS2 GOLM1 GPATCH2 GPC4 GPR137C GSN GSTM1 GSTM4 GXYLT2 HAPLN1 HCFC1R1 HDAC1 HDLBP HMGCR HR HSD17B10 HSPB2 ICAM3 ID4 IDH2 IFI6 IFT74 IGFBP5 IMPA2 INKA2 IQCA1 IRS1 ITGA7 JAKMIP2 KCNA1 KIAA1522 KLF7 KLHL22 KLRK1-AS1 KRT7 L1CAM LACTB LAMA5 LAMB2 LDLRAD4 LINC00888 LINC02615 LINC02984 LOXL4 LRRFIP1 LRRN1 LSP1 LSP1P5 LSS LYPD1 MAF MAGED1 MAGED4B MALAT1 MATN3 MDP1 MEIS1 MIAT MIR1915HG MPP7 MRC2 MTSS2 MYBL1 MYH10 MYL9 MYLK MYRF NAP1L3 NARF NFE4 NFIA NLRP1 NMT2 NOTCH3 NOX4 NRBP1 NREP NUDT6 NXN NXPH2 OBSL1 ORAI2 P3H2 PALM3 PARK7 PBX1 PCDHB10 PCDHB5 PDE1C PGRMC2 PHLDB2 PIN1 PKD2 PLEKHH1 PNMA2 PRAG1 PRKCA PTPRN PYGL RAC1 RASA4 RASSF4 RBPMS RHOBTB3 RNF187 RNFT1 ROCK2 RUNX2 S100A10 SAMD1 SCN2B SDC1 SDC3 SEPTIN6 SESN3 SET SIAE SLC15A4 SLC16A4-AS1 SLC38A10 SLX4IP SMARCA1 SMIM14 SNORD60 SOX12 SOX2 SSH3 STMN3 SYNC SYT17 SYTL5 TCAF1 TCEA2 TCEAL2 TCF4 TGFB2 TGFBI THRB TIA1 TIAM2 TK2 TLCD4 TMEM120B TMEM132D-AS1 TMEM135 TNFRSF13C TNS1 TOX3 TP53TG1 TPGS2 TPM4 TRIM2 TRIM6 TRO TTYH1 TUBA1A TUBB2B UTRN VAMP7 VXN YPEL2 ZBED5-AS1 ZDHHC12-DT ZNF260 ZNF395 ZNF404 ZNF503 ZNF608 ZNF827 SENESE_HDAC1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SENESE_HDAC1_TARGETS_UP AADAC AADACP1 ABCC4 ABCC9 ACTR2 ADAM10 ADAMTS6 AGO2 AHCTF1 AKIRIN2 AKR1C1 AKT1S1 AKT3 ALPL ANAPC5 ANTXR2 AP1S3 APH1A ARHGAP5 ARHGDIA ARL14 ASAH2 ASPH ATP11A ATP11B ATP13A3 ATP6V0A4 B4GALT6 BACH1 BCL2A1 BCL2L1 BCLAF1 BDP1 BIRC3 BMP2 BUB1 C3 C4orf46 C6orf58 CA2 CANT1 CAPRIN1 CARNMT1 CBFB CCL2 CCL20 CCL3 CCND2 CCNE2 CD44 CD55 CDC27 CDC42SE2 CDK6 CDKL1 CDV3 CEBPD CELF1 CEP170 CEP20 CERS6 CHD4 CHRNA9 CHST11 CILK1 CLDN12 CNOT1 COBLL1 COL22A1 COPA CPEB4 CPNE5 CREM CSF2 CSGALNACT2 CTDSPL2 CTNNA1 CXADR CXCL3 CXCL5 CXCL8 CYB5R2 CYP1A1 CYTH3 DCLK1 DCP2 DCTN5 DDAH1 DDX3X DDX42 DEGS1 DESI1 DESI2 DGKI DHX9 DIMT1 DLG1 DLGAP1-AS2 DNAJB14 DNAJB9 DOCK10 DOCK4 DPY19L1 DSG2 DUS3L DUSP3 DUSP5 DUSP7 EIF4G1 EIF5A2 ELK3 ENTPD4 EPG5 EPRS1 ERRFI1 ESCO2 ESM1 ESYT2 ETS1 EXOC5 EXTL3 EZR FAS FBXO38 FBXW11 FCHO2 FGD6 FKBP15 FN1 FOSL1 FOXD1 FUS G0S2 G3BP2 GALC GART GCH1 GEM GLIPR1 GLRX GLYR1 GM2A GNA13 GNG12 GPAT3 GPCPD1 GPR3 GPR65 GRPEL2 GSK3B GSR GTF2I GULP1 HACD2 HDAC9 HECTD1 HMGA1 HSF1 HSP90AB1 HYCC1 IDS IFI16 IGF2BP2 IGF2BP3 IL13RA2 IL1A IL1RAPL1 IL24 IL6R IL6ST IL7R IQGAP1 IRAK2 ITGA2 ITGA6 ITPR1 ITPRID2 ITPRIP JAM3 JPT2 KBTBD2 KBTBD8 KDM1B KIAA1217 KIRREL1 KISS1 KITLG KLF3 KLHL21 KMT5AP1 KPNA4 KYNU LAMB3 LAMC2 LARS1 LCP1 LDB2 LETM2 LGALS8 LIG4 LINC00520 LINC00973 LINC02915 LMAN1 LNCAROD LPXN LRRC58 LSM12 LTB LY96 LYPLA1 MAFF MAOA MAP3K2 MAP4K5 MAST4 MAX MBNL1 MCL1 MCM4 MEAK7 MET MEX3C MFAP3 MGST1 MIR3142HG MLKL MLX MMP1 MMP3 MMP9 MOB1A MOSPD1 MPP4 MSANTD4 MTAP MTMR1 MTMR2 MYC MYCT1 MYH16 MYO6 NAB1 NABP1 NAMPT NAP1L1 NAV3 NBPF14 NEAT1 NEDD4L NETO1 NFE2L2 NFKB2 NFKBIA NFKBIZ NFS1 NFYA NLRP3 NPAS2 NRIP3 NSMAF NUP58 NUS1P3 NXT2 ODAPH OGDH OGFRL1 OLAH OSMR OTUB2 OTUD4 PAPOLA PARD6B PAX8-AS1 PCGF5 PDE12 PDE4DIP PDLIM4 PHACTR2 PHTF2 PI3 PIK3C2A PIP5K1A PLAU PLEC PLEKHB2 PLEKHM1 PLIN2 PLK4 PNO1 PNP PNRC2 POLDIP3 POMGNT1 PPFIBP1 PPIF PPTC7 PRDM2 PRIM2 PRNP PRPF6 PRR9 PRSS35 PSAT1 PSME4 PTBP1 PTBP3 PTHLH PTPN11 PTPN12 PTPRR PTX3 PXN RAB35 RAB6A RAB8B RAC2 RASSF8 RB1 RBM14 RDUR REEP3 RESF1 RGMB RGS4 RNASE7 RNF6 ROBO4 RPAP3 RPL27A RRN3 SAA1 SCG5 SCYL2 SEC61A1 SERINC3 SERPINB2 SERPINB8 SETD5 SF3B1 SGPP1 SINHCAF SKIC3 SKP2 SLAIN2 SLAMF7 SLC16A1 SLC25A37 SLC39A14 SLC39A6 SLC39A8 SLC43A3 SLC6A15 SLC6A6 SLC7A1 SLC7A11 SLC7A6 SLCO4A1 SMG7 SNAP23 SNHG16 SNX19 SOD2 SPAG1 SPANXA1 SPANXB1 SPOPL SPRED1 SPRED2 SQSTM1 SRGN SRPRA SRPX SRRT SSR3 ST6GALNAC4 STEAP3 STIP1 STK26 STRN STX16 STX3 SUPT16H SUPT6H SZRD1 TAF9B TAOK1 TASOR2 TCN1 TEAD1 TEX261 TFAM TFE3 TFPI TFRC TGFBR1 TGFBR2 TGM2 TM4SF1 TMED2 TMEM154 TMEM156 TMEM158 TMEM259 TMEM41A TMEM64 TMOD3 TMPO TMX1 TNFAIP3 TNFRSF10B TNFRSF11B TNFRSF12A TOP1 TOR1AIP1 TPP1 TPR TRIB1 TRIM38 TRIM8 TRIML2 TRIO TRUB1 TWF1 UEVLD UHMK1 UPP1 USP10 USP12P1 USP16 USP32 USP34 UTP23 VEGFA VEGFC VKORC1L1 WAKMAR2 WDR6 YOD1 YRDC YTHDF3 YWHAZ ZBED2 ZBTB38 ZC3H12A ZC3HAV1L ZFR ZMAT3 ZNF317 ZNF644 ZNF655 SENESE_HDAC2_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SENESE_HDAC2_TARGETS_DN ACKR3 ALDH3B1 ALPK2 AQP1 BCAM BEX1 BNC2 C1QTNF12 CAP2 CAVIN2 CCL26 CDH11 CLU CNN3-DT COL11A1 COL1A1 COL3A1 COL5A2 CRIM1-DT CRYAB CTXN1 CXCL14 DACT1 DEPDC1 DTNA EDN2 EFEMP2 EGF ETAA1 EVA1A FADS2 FGF11 FKBP9 FLG-AS1 FOXS1 GALNT2 GPNMB GSG1 GSTM4 GXYLT2 HDAC2 ID4 IGFBP6 IGFBP7 INSIG1 JPH3 JUP KHDC1L KRT14 KRT17 KRT81 LBH LINC01116 LINC01270 LINC01405 LINC02615 LINP1 LOX LOXL1 LOXL1-AS1 LPAR5 LRP11 LSP1 LUM MALAT1 MATN2 MFAP5 MGAM MMP24 MOCS2-DT MPP7 MSLN MYL2 MYL9 NANOS1 NEFL NEXN NFIB NPPB NPTXR NRXN3 NTN4 OCLN OLFML3 PDE1C PDLIM1 PKIB PKP2 PLAC8 PLCE1 PPP2R2B PSLNR PTCH1 RASA4 RHOBTB1 RTKN2 S100A4 SCARA3 SCD SCEL SDC2 SEMA3B SESN3 SFTA1P SORL1 SPP1 SPX SQLE SSBP2 STK40 STOX2 SYT11 TAGLN TCEA2 THEM6 THUMPD1 TIMP3 TMEM100 TMEM200C TMEM255A TMEM37 TNNC1 TNNT2 TNS3 TP53TG1 TPM1 TRIM2 UNKL WFDC21P WNT5A ZBTB20 ZCCHC24 ZNF362 SENESE_HDAC2_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SENESE_HDAC2_TARGETS_UP AADAC ADAMTS6 AGO2 ANTXR2 APH1A ASPH ATP13A3 BCL2A1 BCLAF1 C4orf46 CA2 CBFB CCND2 CCNJ CDC27 CDC42SE2 CDV3 COPA CREBL2 CSF2 CSTF2T CTDSPL2 CXCL8 DDX42 DHX9 DNAJB14 DOCK4 DPY19L1 DUS3L ELK3 EXOC5 FBXO32 G0S2 GFPT2 GLYR1 GNA13 HACD2 HMGA1 HMGA2 HSF1 IL1A IL6ST IL7R INHBA IQGAP1 ITGA6 ITPRID2 KISS1 KMT5AP1 KYNU LARP4 LMAN1 LPXN MCL1 MCM4 MEGF10 MLX MMP9 MTAP MYCT1 MYH16 NAB1 NAMPT NCEH1 NFKBIZ ODAPH OSMR PAX8-AS1 PCGF5 PDLIM4 PLAU PLEC PLK4 PPP2R1B PSME4 PTBP1 PTPN12 PXN RAB5A RAB5C RAB8B RBM14 RBPMS2 RDUR RPL27A SAA1 SCG5 SCYL2 SF3B5 SH3PXD2A-AS1 SKIC3 SKP2 SLC16A1 SLC39A14 SLC6A15 SNAP23 SNHG16 SPRED2 STYX SUPT16H SUPT6H TAF3 TCN1 TFRC TGFB2 TGFBR2 TGM2 TIMM17A TNFAIP3 TNFRSF10B TNFRSF11B TPR TWF1 UEVLD USP16 ZC3H12A SENESE_HDAC3_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SENESE_HDAC3_TARGETS_DN AARS1 ABCA13 ABLIM1 ACAP2 ACAT2 ACKR3 ACSL3 ADCY7 ADD3 ADGRB2 ADGRL1 ADNP2 AEBP2 AHNAK AIF1L AJUBA ALCAM ALDH3B1 ALDH5A1 ALOX5 ANKRD52 ANKRD9 ANO2 ANP32A ANP32E ANTXR1 ANXA8 AP1M2 APOOL ARAP2 ARHGDIB ARIH2 ARSB ASF1B ASNS ASXL1 ATAD2 ATG9A ATMIN ATP13A3 ATP5IF1 ATPAF1 BACE2 BAIAP2-DT BAIAP2L1 BARD1 BBX BCAM BCAT1 BCL7B BCL9L BET1 BEX1 BIRC5 BLTP3A BNIP3L BRD7 BRI3BP BRPF3 BTBD2 C14orf28 C16orf74 C1QL1 C21orf91 C2CD5 C2orf68 C4orf3 C8orf88 C9orf40 CARHSP1 CARM1 CASC3 CASKIN2 CAVIN1 CBS CCBE1 CCDC144NL-AS1 CCDC85C CCN1 CCN2 CD99L2 CDC25A CDC40 CDC42 CDCA7L CDK16 CDK19 CDR2L CEBPG CENPE CEP20 CEP41 CFL2 CGNL1 CHKA CHMP4A CHMP4C CLIC4 CLN6 CLPTM1L COL11A1 COL1A1 COL3A1 COL5A2 COL8A1 COMMD8 COX20 CRIM1 CSNK2A2 CSTA CTBP1 CTH CTIF CTR9 CXCL14 CXXC5 CYB5B CYB5R3 CYP24A1 CYRIA CYTH3 DAB2 DAW1 DCAF7 DCHS1 DCTN4 DERA DFFA DGCR2 DGKZ DHFR DHRS11 DHRS2 DIABLO DIS3L DMAC2 DMKN DNM1 DOCK5 DPY19L2 DRAM2 DSE DTNA DYNLL2 DYNLRB1 DYRK4 EBI3 EBP EDN2 EEA1 EFCAB2 EGR1 EID1 EIF3E EIF4EBP1 EIF4EBP2 ELAPOR1 ELFN2 EMB ENDOD1 ENPP2 ENPP5 EPB41L3 EPN2 ESCO2 EXT2 FADS1 FAH FAM3C FAM83H FANCG FBLN1 FBXL16 FBXO9 FEM1B FES FGD5-AS1 FGF1 FGF11 FHOD1 FIBP FIGN FKBP9 FKRP FLRT2 FMC1 FOXO6 FOXS1 FZD2 GABRB3 GADD45B GALNT10 GAP43 GAS2L1 GAS2L3 GBA1 GCA GCAT GCNT2 GDAP1 GDPD5 GFPT1 GLIS2 GNAI1 GNE GNG12 GOLGA3 GOSR2 GPAT2 GPX3 GSG1 GSTT1 GTF2A1 GUCD1 H1-0 H2AX HADH HAUS4 HDAC3 HEG1 HINT3 HIP1R HMGN5 HSD17B12 IFT80 IL1RAP IL27RA ILRUN IREB2 ITGB3BP ITGBL1 JDP2 KATNB1 KATNBL1 KCNJ5-AS1 KCTD14 KHDC1L KIAA0930 KIAA1143 KIAA1522 KIF14 KMT2D KPNA6 KPNB1 KRT34 KRT80 KRTAP2-3 LACTB LAT2 LBH LFNG LGALSL LIMCH1 LIMD1 LIN28B LINC01638 LINC02210 LINC02861 LINC02901 LMNB2 LOXL1-AS1 LPAR5 LRRC20 LRRC47 LRRC4C MAGEA8 MAGI2-AS3 MAOA MAP3K20 MAPK1 MARCHF4 MARCHF6 MARCHF8 MATN2 MCAM MCM3AP MCM6 MDFIC MDP1 MECP2 MED20 MED30 MFSD10 MFSD14B MGAM MGAT5B MICALL1 MIF4GD MIR1915HG MISP MITF MLXIP MN1 MNS1 MOB3B MON1B MOV10 MPP7 MRPL4 MRPL58 MRTFB MSI2 MSTO1 MTSS2 MYBL2 MYL2 MYL9 MYO5B N4BP2 NAA40 NAB2 NACC2 NANOS1 NCKIPSD NCOA1 NCOR2 NDFIP1 NDST1 NECAP1 NEU1 NF2 NFASC NFATC2IP NFATC3 NFIA NID1 NINJ1 NIPAL3 NISCH NLRP1 NME4 NMU NNT-AS1 NOL4L NOTCH3 NPM3 NPPB NSD3 NUDT21 NUP35 NUP62CL OBSL1 OGDHL OIP5-AS1 OLMALINC ORAI2 ORAI3 OTOGL PABPC4L PAIP1 PAK4 PARD3 PARD6G PATJ PCDH7 PCGF2 PCLO PCOLCE PDHB PDLIM1 PDLIM2 PDS5A PDXK PEX2 PGRMC2 PHF21B PHGDH PHLDA2 PIMREG PIP4P1 PKP2 PKP4 PLAC1 PLAC8 PLEKHA2 PLP2 PLRG1 PLXND1 PNMA2 POGLUT3 POM121 PPARD PPM1F PPP1R14C PRKAG1 PRKCA PRKD1 PROSER2 PSAT1 PSMG2 PSRC1 PTGFRN PTK7 RAB11FIP1 RAB15 RAB24 RAB3B RAP2C RAPH1 RASA4 RBMS3 RGP1 RGS9 RIMS2 RIN3 RNF213 ROCK2 RYBP SAMD1 SAP30L SCARA3 SCD SCIN SCLY SDC2 SDR42E1 SEC62 SEH1L SEMA3B SEPHS1 SEPTIN7 SERTAD4 SFN SFTA1P SH3RF3 SHOC1 SKIL SLC16A7 SLC24A1 SLC25A10 SLC25A23 SLC25A43 SLC2A10 SLC35A3 SLC39A14 SLC7A5 SLX4IP SMARCC2 SMIM20 SNAPC1 SNCA SNX8 SPARC SPC24 SPCS3 SPX ST6GALNAC6 STMN3 STXBP6 SUN3 SUV39H1 SYNE1 SYNPO SZRD1 TAF9B TAGLN TAX1BP1 TBPL1 TCAF1 TCEAL2 TCF3 TCF4 TCP11L1 TENM2 TENT5B TEX2 TFDP1 TGFB1I1 TGFB2 TGOLN2 TK1 TLCD4 TMCC1 TMED10 TMED8 TMEM120B TMEM243 TMEM255A TMEM256 TMEM37 TMEM39B TMEM40 TMEM45A TMX3 TNNC1 TNNT2 TNS1 TNS3 TOX3 TPGS2 TPM1 TPM4 TRAM2 TRIM59 TRIM6 TRMT5 TRO TSEN15 TSPAN14 TSPAN31 TTK TUFT1 TUG1 TWF1 TXNRD2 UBE2I UBE2K UBE2Z UCP2 UFM1 UGGT1 ULK3 UNG UPF3B UQCC3 UTRN VAC14 VAMP8 VANGL2 VDR VEZF1 VEZT VGLL3 VPS35 VSTM1 WDR6 WFDC21P WFS1 XRCC4 YAP1 YARS1 ZBTB26 ZCCHC24 ZDHHC12 ZDHHC13 ZMYM4 ZNF219 ZNF252P ZNF280B ZNF395 ZNF404 ZNF512B ZNF542P ZNF559 ZNF629 ZNF70 ZNF71 ZNF853 SENESE_HDAC3_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SENESE_HDAC3_TARGETS_UP AADAC ABCA3 ABCC4 ACOX2 ACTR2 ADAM10 ADAM12 ADAM19 ADAMTSL1 ADGRL3 AFF4 AGO2 AHCTF1 AKIRIN1 AKR1B10 AKR1C1 AKR1C3 AKT1S1 AKT3 ANKRD46 ANTXR2 ANXA4 AP1AR AP1S1 AP1S3 APH1A ARF3 ARFIP1 ARHGAP5 ARHGDIA ARL14 ARL4C ARL6IP1 ARSJ ASH1L ASPH ATF3 ATP11B ATP13A3 ATP2B1 ATP6V1A B4GALT1 BACH1 BCL2L1 BCL6 BDP1 BICD2 BIRC3 BMAL2 BMP2 BMP5 BRCC3 BTG1 BTG2 C16orf46 C6orf15 CALB1 CALM3 CAMK2D CANT1 CASK CBFB CCDC148 CCDC88A CCL2 CCL20 CCND2 CD180 CD44 CD46 CD55 CDC27 CDK17 CDK6 CDKAL1 CDKN1C CDV3 CEP120 CEP170 CHD4 CHRNA9 CLCN5 CLDN12 CMTM7 CNTNAP3 COPA CPEB2 CPEB4 CREBRF CREM CTSB CUL4B CXADR CXCL10 CXCL3 CXCL5 CXCL8 CYB5R2 DCBLD1 DCP2 DDX3X DDX42 DEPP1 DHX9 DLGAP1-AS2 DNAJB14 DNAJC13 DOCK4 DPYSL3 DST DUS3L DUSP16 E2F5 E2F7 EDIL3 EFHD2 EFNA1 EIF4G1 ELK3 EMP1 ENC1 ENHO ENSG00000290941 EPRS1 ERRFI1 ERVK13-1 ESM1 ESYT2 ETS2 EXOC5 EXTL3 EZR F2RL1 FAM9B FAS FAT3 FBXW11 FCHO2 FLJ20021 FLOT1 FMNL2 FN1 FOXC1 FUS FXR1 FZD8 G3BP2 GALC GALNT12 GASK1B GCH1 GCNA GEM GEMIN8 GFER GFPT2 GGA2 GLS GLYR1 GM2A GNA13 GNG12 GNG2 GPHN GPR176 GRB10 GSK3B GTDC1 GTF2I GUCY1A2 HAPLN1 HAS2 HDAC9 HEATR1 HHIP HIVEP2 HMGA1 HMGA2 HNMT HOXB6 HSF1 HSP90AB1 HSPA4 HTRA1 HYCC1 IDS IFI16 IFIT1 IFIT2 IFIT3 IGF2BP3 IGF2R IGFBP5 IGKV1OR1-1 IL1RAP IL1RAPL1 IL24 IL32 IL6ST IL7R ILRUN INPP5A IQGAP1 IQGAP2 ITGA6 ITGB3 ITGB8 ITPRID2 JAK1 JMJD1C KAT6A KBTBD2 KCNMA1 KDM1B KDM7A KHDRBS3 KITLG KLF3 KLF6 KLHL24 KLHL28 KLRC1 KMT5AP1 KRT6B KYNU LEPR LINC00161 LINC00520 LINC01119 LMAN1 LOX LPIN1 LPXN LTBP2 LURAP1L MALAT1 MAML3 MAN1A1 MAN1A2 MAP2 MAP3K2 MAP3K4-AS1 MAPK14 MAPK8IP1 MAPKAP1 MBNL1 MBNL2 MCL1 MCM4 MEAK7 MET METTL16 MEX3C MICAL2 MIER3 MIPEP MIR100HG MIR3142HG MMP1 MMP14 MMP16 MMP9 MOSPD1 MSC-AS1 MT-ND5 MTAP MXRA7 MYO1B MYO6 NAMPT NAP1L1 NAV3 NBPF14 NCEH1 NDRG4 NEAT1 NEDD4L NEFL NF1 NFAT5 NFKB2 NFKBIA NFKBIZ NFYA NMRAL2P NNMT NPAS2 NR4A2 NR6A1 NREP NUP58 NXT2 OASL OGDH OLFM1 OPN3 ORMDL1 OTUB2 OTUD4 PAPOLA PAPPA PARP8 PCDHB15 PCNX4 PDE4B PDGFC PDK4 PDLIM4 PDP1 PGM2L1 PHLDB2 PHTF2 PI3 PIK3IP1 PIP5K1A PKIA PLAU PLCXD1 PLD1 PLEKHB2 PLEKHH2 PMAIP1 PMP22 POMGNT1 PPFIBP1 PPP3CA PPP4R3A PPTC7 PRDM1 PRKACB PRPF6 PRR4 PSME4 PTBP3 PTPN11 PTPN12 PTPRB PTPRR PTX3 RAB35 RAB43 RAB8B RANBP2 RB1 RBAK RBBP9 RBM14 RDUR RFX3 RGS16 RGS4 RHOB RHOC RNF19A RNF6 ROBO4 ROR1 RPAP3 RSPO3 SAA1 SAT1 SAV1 SCAMP1 SCARB2 SCD SCYL2 SEC61A1 SEPTIN11 SERINC3 SERPINB4 SERPINE2 SETD5 SF3B1 SFRP1 SH3YL1 SHISA2 SINHCAF SKIC3 SKP2 SLAIN2 SLC12A4 SLC12A8 SLC14A1 SLC16A1 SLC25A15 SLC25A37 SLC2A3 SLC39A6 SLC6A15 SLC6A6 SLC7A1 SLC7A11 SLFN5 SMAD5 SMARCC1 SMG1 SMG7 SNAP23 SNAPC3 SNHG16 SOD2 SPANXA1 SPANXB1 SPIRE1 SPP1 SPRED1 SPRED2 SPTBN1 SQSTM1 SRD5A1 SRPX STEAP3 STING1 STIP1 STK10 STK4 STMN2 STRN STX16 STX1A STYX SUPT16H SUPT6H SYTL5 SZRD1 TAB3 TALAM1 TAOK1 TASOR2 TBC1D4 TBC1D9 TCN1 TEAD1 TFAM TFRC TGFBR1 TGFBR2 TIMP3 TLR4 TM4SF1 TM4SF18 TM9SF4 TMED2 TMEM154 TMEM158 TMEM259 TMEM30A TMOD3 TNFAIP3 TNFRSF10B TNFRSF11B TNFSF15 TNIK TNKS2 TOP1 TPP1 TPR TRAF1 TRAPPC10 TRIB1 TRIO TRPM4 TRPM8 TSGA10 TUBA1A UBASH3B UBE2F UBE2QL1 UEVLD UHMK1 USP10 USP16 USP32 USP34 USP53 VAMP3 VEGFC VPS25 WAC WDR6 WEE1 WSB1 XKR4 YWHAZ ZBTB20 ZBTB38 ZC3H11A ZMAT3 ZNF317 ZNF41 ZNF451 ZNF480 ZNF644 ZNF697 ZNF92 SENGUPTA_EBNA1_ANTICORRELATED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SENGUPTA_EBNA1_ANTICORRELATED ABCB9 ABHD15 ACTN2 ANXA11 ANXA9 ARHGAP27 ARHGAP4 ARHGEF1 ARL10 ATP6V0E1 AURKAIP1 B3GALT4 BORCS6 C12orf60 CACNA1I CAMTA2 CCDC141 CCDC32 CCDC74A CD247 CES4A CFAP221 CISH CLEC2D COTL1 CRX CRYBG2 CTLA4 CTNS CUTALP CYFIP2 CYLD DNHD1 EFTUD2 EML3 ENSG00000263499 EPN2 FAM107A FAM13A-AS1 FCHSD1 FCRL1 FGD2 FGF11 FITM1 FLJ40288 FMNL1 FUT5 GADD45B GALNS GATA2 GDPD5 H6PD HLA-A HLA-F HPX HSD17B1 IDS ITGB3 KCNAB2 KCNG1 KCNK7 KCTD17 KIAA0513 LENEP LIMD1 LIMS2 LINC00494 LINC00879 LINC01260 LINC02361 LINC02481 LINC02777 LINC03000 LRCH4 MAP2K3 MARCHF2 MCF2L MIR142 MIR4280HG MSRA MTMR9LP NAA80 NAPSA NEU3 NHLH1 NIN NLRC5 NPIPB15 NSUN5 NSUN5P1 NUTM2F OTULINL PACSIN1 PARP15 PCNX2 PHYKPL PITX1 PLAAT3 PLEKHF1 PLEKHM1 PLK3 POU6F1 PPARD PPP1R9B PRX PTPRE PWWP2B R3HDM2 RAPGEF1 RASA3 RASAL3 RHEX RPS6KA1 RRP1 RSPO1 RUBCN SAP25 SERPINB9P1 SFXN3 SHFL SIDT2 SIGLEC7 SLC25A28 SLC39A3 SLC6A11 SMPD3 SPG7 SREBF1 STARD3 STK10 SUN2 SYDE1 SYMPK SYT11 SYT9 TECPR1 TFEB TMEM102 TMEM225B TNFRSF18 TNFSF13 TNFSF14 TP53I13 TRAC TRAF3IP3 TSPAN33 TTLL3 UBE2O USP30-AS1 USP35 UVSSA VAV2 WBP1L WDR81 WDTC1 ZBTB17 ZC3H10 ZDHHC14 ZFP42 ZFYVE28 ZNF710 SENGUPTA_NASOPHARYNGEAL_CARCINOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SENGUPTA_NASOPHARYNGEAL_CARCINOMA_DN ABCA13 ABHD14B ABLIM1 ADGRF1 ADH1C ADIRF ADSS1 AGBL2 AGR2 AHNAK2 AK7 AK9 AKAP14 AKR1C3 ALDH1L1 ALDH3B1 ALDH3B2 ALOX15 ANKRD35 ANKRD37 ANXA11 AQP3 ARMC2 ARMC3 ARSD ASS1 ATP10B ATP12A B3GNT7 B9D1 BACE2 BANK1 BASP1 BBOF1 BCO2 BNIPL BPIFB1 C11orf52 C11orf97 C19orf33 C1orf116 C1orf87 C20orf85 C6orf118 C7orf57 C9orf24 CABCOCO1 CAPN5 CAPN9 CAPS CAPSL CATSPERD CC2D2A CCDC113 CCDC17 CCDC181 CCDC190 CCDC65 CCDC74A CCDC81 CCDC96 CCNO CD19 CD55 CDH26 CDHR3 CES1 CETN2 CFAP126 CFAP161 CFAP206 CFAP210 CFAP251 CFAP276 CFAP299 CFAP300 CFAP43 CFAP45 CFAP47 CFAP52 CFAP53 CFAP90 CFAP95 CFB CGN CHD9NB CHST6 CHST9 CIB1 CKB CLDN10 CLDN23 CLDN7 CLIC3 CLIC6 CLXN COBL CR1 CR2 CRACDL CRYL1 CSTB CXCL1 CXXC5 CYP4B1 DAW1 DHCR24 DMKN DNAAF1 DNAAF4 DNAAF6 DNAH10 DNAH12 DNAH2 DNAH5 DNAH7 DNAH9 DNAI1 DNAI2 DNAI3 DNAI4 DNAI7 DNAJA4 DNAL1 DNALI1 DNER DRC1 DRC3 DUOX1 DYNLRB2 DYNLT5 ECRG4 EFCAB2 EFHB EFHC1 ELF3 ELL3 EML6 ENKUR ENSG00000280119 EPB41L4B EPPIN EPPK1 ERICH3 ERICH5 EVA1C EZR FAM131A FAM149A FAM166B FAM174B FAM216B FAM229B FAM3B FAM3D FAM81B FANK1 FBXO15 FCRLA FKBP1B FMO5 FOXJ1 FUT2 GCLM GIHCG GON7 GSTA1 GSTA3 H2BC21 HOATZ HYDIN IFT172 IFT57 IFTAP IL20RA IMPA2 INAVA IQCA1 IQCD IQCG KATNB1 KCNE1 KLF8 KLHDC9 KRT14 KRT4 KRT7 LCN2 LRG1 LRP11 LRRC10B LRRC34 LRRIQ3 LTF LZTFL1 MAP3K19 MDH1B MFSD4A MGLL MIR34B MIR449A MORN2 MORN3 MORN5 MS4A1 MS4A8 MSMB MT1E MUC1 MUC13 MUC16 MUC20 MUC4 MYO1D NBEA NEK11 NEK5 NMU NQO1 ODAD1 ODAD2 ODAD4 ODF3B OMG OSCP1 P4HTM PACRG PAX5 PCP4L1 PDZK1IP1 PI3 PIAS3 PIERCE1 PIFO PIGR PIH1D2 PLAAT2 PLCE1 PLCG2 POR POU2AF1 PPIL6 PRDX1 PRDX5 PROM1 PRR15 PRR18 PRSS23 PSENEN PTGR1 PTPRN2 RALGPS2 RASSF1 RBM24 RHOV RIBC1 RIBC2 ROPN1L RRAD RSPH1 RSPH10B RSPH3 RSPH4A RSPH9 S100A9 S100P SAA1 SAPCD1-AS1 SAXO2 SCGB1A1 SCGB2A1 SELENBP1 SERPINB3 SERPINB4 SERPINB6 SERPINB7 SIX2 SLC16A5 SLC22A16 SLC22A4 SLC27A2 SLC2A10 SLC44A4 SLPI SMDT1 SMIM22 SMIM5 SNTN SORBS2 SPA17 SPAG1 SPAG17 SPAG6 SPATA17 SPATA18 SPATA33 SPEF2 SRGAP3-AS2 ST6GALNAC1 STOML3 SYBU SYNGR1 SYTL4 TACC2 TCEA3 TCL1A TEKT1 TEKT2 TEX9 TFF3 TJP3 TLCD2 TMC4 TMC5 TMEM154 TMEM190 TMEM231 TMEM40 TMEM45B TMPRSS4 TNFRSF13C TNFRSF21 TNFSF11 TOGARAM2 TOX3 TPPP TPPP3 TRAF3IP1 TRAK1 TRIM13 TRIM7 TSGA10 TSPAN1 TSPAN6 TTC12 TTC21A TTC29 TTC9 TUBA1A TUBA4B TUBB2A TUBB4B UBXN10 UPK1B VILL VNN3P VPREB3 VPS37B VTCN1 VWA3B VWA5A WDR13 WDR54 WFDC2 ZBBX ZFYVE21 ZMYND12 ZNF667-AS1 SENGUPTA_NASOPHARYNGEAL_CARCINOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SENGUPTA_NASOPHARYNGEAL_CARCINOMA_UP ACER3 ACTA2 ADAM22 ADAM23 ADAMTS2 ADH5 AGO2 AKT3 ANGPT2 ANKRD22 ANKRD29 ANKRD46 ANLN APOC1 ARHGAP8 ARL6IP6 ARNT2 ASAP1 ASCC3 ATAD2 ATL2 ATP11C B4GALT6 BRIP1 BST2 BUB1B C11orf96 C6orf141 CALD1 CAPRIN1 CASK CBX3 CCL2 CCNA2 CCNE2 CCNF CCT6A CD14 CD200 CD274 CDC7 CDCA7 CDH11 CDK1 CENPE CENPF CENPJ CENPK CENPU CEP135 CEP55 CHEK1 CHI3L1 CHN1 CKAP4 CLASP1 COL15A1 COL1A1 COL1A2 COL27A1 COL3A1 COL4A1 COL4A2 COL5A1 COL5A2 COL8A1 CSAG3 CTSC CXCL10 CXCL11 CXCL9 DBF4 DDX60 DEPDC1B DIAPH3 DLGAP5 DNA2 DNAJC9 DOCK4 DOCK7 DPY19L1 DPYSL2 DRAM1 DSCC1 DTL DUT DUXAP8 E2F3 ECT2 EFNB2 EIF5A2 EMILIN2 ENSG00000280018 ERAP1 ERI1 ERICH1 ERO1B ESCO2 EZH2 FANCI FAS FASTKD1 FBN1 FCGR1A FCGR2A FCGR3B FERMT1 FGF2 FIGNL1 FKBP5 FLVCR1 FMNL2 FN1 FRRS1 FZD7 G3BP1 GAD1 GALNT11 GART GATA6 GBP1 GINS1 GJA1 GLS GMNN GNLY GORAB GZMA GZMB GZMH HAUS6 HAVCR2 HDGFL3 HELLS HERC2P9 HIVEP1 HMGB2 HNRNPA2B1 HNRNPLL HOXC6 ID2 IDH1 IFIH1 IFNG IGSF6 IKBIP IL15 INHBA INPP4A IPO5 ITGAV KCNMA1 KIF11 KIF15 KIF18B KIF23 KITLG KLHL5 KNL1 LAMB1 LAMC1 LINC01094 LLPH MAD2L1 MANEA MASTL MBTD1 MCM4 MCM8 MCMBP MELK MINPP1 MPHOSPH9 MTF2 MTR NAP1L1 NBN NCAPG NDC1 NDC80 NEDD1 NEMP1 NFE2L3 NFKBIA NFYB NID1 NPNT NUF2 NUP58 NUSAP1 OSBPL1A OTUD6B PAPSS2 PARPBP PATL1 PBK PCLAF PCNA PGAP1 PHF20L1 PIWIL4 PKP4 PLA2G7 PLAU PM20D2 PMAIP1 PMS1 POGLUT1 POLE2 POSTN PRC1 PRKDC PRNP PRR11 PRRX1 PTGS2 PUS7L QDPR QSER1 RACGAP1 RAD51AP1 RAN RASSF4 RBBP8 RBBP9 RBFOX2 RBMX RCN1 RCN2 RFC3 RIF1 ROBO1 RRM1 RRM2 SCAI SCML1 SFXN1 SGO2 SLC25A40 SLC39A14 SLC39A6 SLC44A1 SLC9A7 SLCO5A1 SMC1A SMC4 SOCS1 SOCS2 SOCS5 SOX4 SPARC SRSF10 SRSF3 SSX2IP STAR STAT1 SULF1 SYNPO2 TDG TFEC TFRC THY1 TIA1 TIGAR TM7SF3 TMEM200A TMEM38B TMPO TNFAIP6 TNFRSF10B TNFRSF9 TNFSF15 TOP2A TTF2 TTK TWSG1 TYMS U2SURP UHRF1 UNG VANGL2 VASH2 VCAN VEZT VRK2 WDHD1 WDR91 XAF1 XPO1 ZBED3 ZGRF1 ZNF121 ZNF131 ZNF180 ZNF195 ZNF260 ZNF267 ZNF286A ZNF367 ZNF431 ZNF84 ZNF92 ZNRF3 ZWINT SENGUPTA_NASOPHARYNGEAL_CARCINOMA_WITH_LMP1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SENGUPTA_NASOPHARYNGEAL_CARCINOMA_WITH_LMP1_DN AACSP1 AADAC ABCA12 ABCA5 ABCB1 ABI3BP ACACB ACSM3 ACSS3 AHNAK2 ALPK2 ANPEP ANXA8 ARSD ART3 ASS1 BEND7 BICD1 BTNL9 C19orf33 C20orf85 C7 C9orf24 CAPNS2 CASP4LP CCDC113 CCDC190 CCDC9B CCL7 CD109 CD72 CEACAM6 CFAP70 CFB CHI3L2 CLCA2 CLIC6 CMAHP CNTNAP3 COL27A1 CR2 CRABP2 CTAG1B CUL9 CWF19L2 CXCL17 CXCL5 CXCL6 DACH1 DCBLD1 DCX DEFB1 DMKN DNAJC6 DNASE1L3 DNER DOCK5 DYNLRB2 EFHB ELF5 FAM81B FAM83C FBXO2 FCRL3 FREM2 FZD8 GABRP GC GDA GFOD1 GJB2 GLYATL2 GREB1 GRIN2A GSTA1 HAS3 HRCT1 ICAM4 IGHM IL13RA2 ITGAL JAML KRT14 KRT23 KRT24 KRT4 KRT6B KRT7 LAMA1 LCN2 LINC00926 LINC01139 LINC02397 MAGEA11 MAGEA3 MAGEA4 MAMDC2 MAP1B MAP2 MCOLN3 MFAP3L MFAP5 MIR142 MMP28 MMP7 MPP7 MS4A1 MSLN MTERF2 MYBL1 NLRP7 NNMT NPY1R NQO1 NTS OLFM4 OMG PDK4 PDPN PDZK1IP1 PI3 PIGR PLP1 PRH1 PRKCB PROM1 PROS1 PRR4 PXDNL RAB40B RADX RARRES1 RDH10 RNF128 RORB RRAD S100A12 S100A7 S100A8 S100A9 S100P SCEL SCGB3A1 SERPINA1 SERPINA3 SERPINB3 SERPINB4 SERTAD4 SLC26A4 SLC4A4 SLC6A13 SLC6A14 SLC6A15 SNTN SPRR1A SPRR1B SPRR2A SPRR3 ST6GALNAC5 ST8SIA1 SULT1E1 SUSD2 TCL1A TF TFCP2L1 TGFBR3 TMPRSS3 TPD52L1 TRPM8 UGT2B4 UPK1B XIST ZG16B ZNF204P ZNF322 SENGUPTA_NASOPHARYNGEAL_CARCINOMA_WITH_LMP1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SENGUPTA_NASOPHARYNGEAL_CARCINOMA_WITH_LMP1_UP ABCA17P ADA ADAMTS1 ADAMTS5 ADCY10 ADGRG2 ADGRL2 AK3 ALCAM ANKRD20A1 ANKRD36B ANO1 ANXA3 APPL1 ARHGAP18 ASB17 ASB9 ASPM ATRX AVIL B3GALNT1 B4GALT6 BCL2 BCL2A1 BCLAF1 BLVRA BMP2K BOD1L1 C14orf39 C2CD4A C3orf52 C4orf46 C5orf24 CADPS CALB1 CAPN8 CAPZA2 CATSPERB CBX3 CCDC50 CCL15 CD274 CDC25A CDC42BPA CDKAL1 CEL CEP290 CEP295 CEP57 CEP76 CFH CFTR CHD4 CHRM3 CHRNA7 CHROMR CLDN18 CLIC2 CLK4 CLSTN2 CMPK2 CNR1 COX10-DT CP CPEB4 CRISP3 CROT CRYZ CSAG3 CSPP1 CTTNBP2 CXCL8 CYCS CYP4X1 CYP7B1 DCUN1D1 DDHD1 DDX17 DDX3Y DESI2 DHRS2 DHX9 DMD DNAJB14 DNAJC21 DNAJC3 DNM3 DSC2 DSC3 DYNC1I1 DYRK2 EHF EIF1AY EIF3F EIF4G1 EIF5A2 ELL2 ELSPBP1 ENPP2 ENPP4 EPHA4 EPRS1 ESCO2 ESF1 ESRG ESRRG F5 FABP4 FABP7 FAIM FAM120A FAM171B FAM98A FAM98B FAR1 FAR2 FBXW7 FLRT2 FMNL2 FNDC3B FOXA1 FOXP2 FST FXYD2 FYB2 G2E3 GALNT1 GALNT7 GATM GDF15 GHR GJB6 GNG12 GREM1 GXYLT1 HAND2-AS1 HAUS6 HBS1L HELLS HEPACAM2 HEPH HERC5 HLA-DQA1 HMGA2 HMGN2P46 HNMT HOXA9 HSP90AA1 HSP90AB1 HSP90B1 HSPA4 HSPA4L HSPD1 HYCC2 IFIT1 IFIT2 IFIT3 IGF2BP3 IGFBP5 IGLV9-49 IGSF10 IL15 ILF3 IMPACT ING3 INSYN2B IPO7 IQGAP1 IRAK3 KIT KL KLF5 KLHL13 KLHL24 KRAS KRBOX1 KYNU LACTB2 LARP6 LGALS4 LIFR LIMS1 LIN28B LINC00964 LINC01806 LINC02986 LMO7 LPAR3 LPGAT1 LPL LRP12 LSM5 LTN1 LUC7L3 LYAR LYPLA1 MACIR MALAT1 MAP3K20 MATN2 MBNL1 MBNL2 MCTP1 MCTP2 MDM2 MEGF10 MEOX2 MEST MIB1 MIR374C MIR99AHG MMP1 MMP10 MOB1A MOCOS MPPED2 MTAP MTHFD2 MUC15 MYO6 NAA15 NADK2 NAMPT NASP NBPF14 NCEH1 NDUFS1 NEAT1 NEDD1 NETO2 NEXN NKTR NORAD NPAS3 NR1D2 NRXN1 NT5DC1 OAS1 ODAM OLA1 OTX2 OXR1 PAPOLA PAPPA PARM1 PDC PDE5A PDP1 PGM5 PHACTR3 PHLDA2 PIR PKIB PKN2 PKP4 PLAG1 PLAT PMAIP1 POLR3G POPDC3 POSTN PPA2 PPIA PPIG PPM1K PRKAR2B PRKD3 PRMT3 PRRX1 PRTFDC1 PSG5 PSME4 PTAR1 PTGS2 PTHLH PTPRG-AS1 PTPRR PTX3 QSER1 RAP2A RASSF6 RBBP4 RBM25 RBM26 RBM39 RBMS3 REL RET RGS1 RIF1 RIMS2 RNASE4 RPE RPRD1A RSAD2 SAMD9L SAP30 SART3 SCAMP1 SCGB2A1 SDHAF3 SEC63 SEH1L SERBP1 SERPINI1 SESN3 SETD9 SF3B1 SFRP2 SFXN1 SGO2 SHISA2 SIM1 SINHCAF SLC12A2 SLC22A3 SLC25A32 SLC25A33 SLC25A36 SLC44A5 SLC7A11 SLCO1A2 SLCO4C1 SLITRK6 SMC3 SMC5 SMCHD1 SNCAIP SNHG4 SON SOX8 SPAG9 SPIB SPIC SPIN1 SPINK1 SQLE SREK1 SSBP2 ST13 SUCNR1 SULF1 SYBU SYNC SYNCRIP TALAM1 TBL1XR1 TC2N TCF4 TFAM TFEC TFG TFPI TGFB2 TGS1 THAP6 THRAP3 TMEM158 TMTC1 TNC TNFRSF11A TNFRSF11B TNFRSF19 TOP1 TOP2A TPR TRIM2 TRIM36 TRIM5 TRNT1 TRPA1 TTC14 TTC3 TWSG1 TXLNGY UBE2W UBXN4 UGT2A3 UGT8 USO1 USP1 USP16 USP18 USP37 VASH2 VPS35 VWDE WASHC4 WASL WDFY1 WDR3 WDR72 XAF1 XKR4 ZBTB10 ZC3H11A ZFY ZMAT3 ZMYM2 ZNF22 ZNF277 ZNF567 ZNF678 ZNF804A ZPLD1 SERVITJA_ISLET_HNF1A_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SERVITJA_ISLET_HNF1A_TARGETS_DN ACE2 ADAM32 ADH1C AKR1C4 AMBP ANKS4B ANXA4 ATP4A ATP7A BCL6B CBS CCL28 CDH8 CDHR2 CDO1 CLIC5 CLTRN COL27A1 COX6A2 CPB2 CPN1 CYP4V2 DCT DDC DPP4 ELOVL2 ENPEP ETV5 FBP1 FBP2 FFAR2 FH FOXA3 FRK FXYD3 G6PC2 GATM GC GLP1R GLUL GNG12 GOLT1A GPR137B GRTP1 HCAR2 HGFAC HNF4A HOPX HPGDS IGF1R KDM2B KIF12 KYAT3 MAPK15 ME3 MELTF MLXIPL MSH5 MTMR11 MUC4 NDUFS2 NPTX2 NR1H4 PAMR1 PCSK1 PCSK9 PDK1 PFKFB2 PFKL PFKP PGK1 PIGR PKHD1 PKLR POU3F4 PPP1R1A PRLR PROC RAB37 RNASE4 RNF186 SEMA4A SERPINA10 SFXN2 SGK2 SLC12A7 SLC26A1 SLC2A2 SLC37A4 SLC38A4 SLC40A1 SLCO1A2 SULT1C2 SULT1D1P TACR3 TAT TM4SF4 TMED6 TMPRSS2 TMPRSS4 TPI1 TRPM2 TRPM5 TTR UGT1A1 UGT2B10 UGT2B7 VIL1 VLDLR WNK4 SERVITJA_ISLET_HNF1A_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SERVITJA_ISLET_HNF1A_TARGETS_UP ABCC3 ACOT7 ADCY7 ADCYAP1 ADCYAP1R1 AEBP1 AKAP12 AMY2A ANXA1 ANXA2 APOE ARHGDIB ASS1 ATF3 BGN BLVRB C1QB C1QC C1S CACNA2D3 CACNG5 CAMK4 CAPG CCL15 CCN4 CDH11 CHL1 CIDEA CNN2 CNR1 COL18A1 COL3A1 COL5A2 COL6A1 CPLX1 CSF1 CTSC CXCL12 CXCL13 CYBA CYP1B1 DCLK1 DKK3 DNM1 DNM3 DPT DUSP26 EFEMP1 EFEMP2 EGR2 EGR3 ELAVL2 EPB41L2 EPHA5 FABP7 FADS3 FBN1 FGF13 FGF14 FST FSTL5 GAB1 GALK1 GAP43 GBP4 GRM7 GUCY1A1 HCN1 HLA-B HLA-DQA1 HPS1 HTRA1 ID4 IFI16 IFIT2 IFITM1 IFITM3 IRGM ITGA7 ITGB2 KCND2 KCNIP4 KLK1 LAPTM5 LGALS1 LGALS3 LY6H LYZ MAF MAP4 MCAM MEIS2 MICAL1 MMP14 MSN NDRG2 NEBL NEFL NOL3 NOTCH2 NR2F1 NRSN1 NSG2 NTM OPLAH PARP3 PCDH15 PCOLCE PHOX2B PLA2G4A PLCB4 PLXND1 PMP22 PNLIPRP2 POSTN PRKG2 PROCR PTN PTPRO PYGB RAB38 RAB6B RBFOX1 RBMS3 REST RHOC RNASE1 SCARA3 SCARF2 SDC1 SEMA4F SEPTIN4 SERPINA9 SERPINB1 SERPINE2 SERPINH1 SLC15A3 SLC16A1 SLC6A15 SMAD3 SNAI2 SNCA SNCG SOX2 SPARCL1 SPINK1 STK17B STMN2 STXBP5L SV2B SYCN SYTL3 TGFB2 TGFB3 TGM2 THBS2 THY1 TIMP2 TMEM47 TNFAIP2 TSPOAP1 UCHL1 VCAM1 VIM VIP ZFHX4 ZNF521 SERVITJA_LIVER_HNF1A_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SERVITJA_LIVER_HNF1A_TARGETS_DN AASS ACP3 ADGRF1 ADH4 ADRA1B AFM AKR1C4 ALAS2 ALDH1L1 ANG APCS APOM ARHGAP26 BCO1 BDH2 BMAL1 C1R C5 C6 C8A C8B C9 CA5A CABYR CADPS2 CAMK1D CAPN10 CCNF CDH1 CELA1 CELSR1 CES3 CFH CFI CHKA CHRNA4 CLDN14 CLDN2 CLEC2D CMAHP CPB2 CRP CTSC CXCL13 CXCL9 CYP26A1 CYP2C19 CYP2J2 CYP4A22 CYP4F2 CYP4V2 CYP7B1 DACH2 DCT DDC DOCK8 DPP4 E2F8 EEF1A2 EGFR EGR1 ELOVL3 ERO1B ESR1 F11 F13B FABP1 FGF1 FGFR4 FMO5 FPGS FPR2 FRAS1 FRK FTCD GBP2 HABP2 HAO1 HES6 HOPX HRG HSD11B1 HSD17B2 HSD3B1 HSD3B2 IGF1 IGFALS IGFBP4 IL13RA1 IL1R1 IL1RAP IRGM ITIH1 KYAT1 LCP1 LECT2 LIFR LIN7A LOXL4 LY6E MAD1L1 MBL1P MCM10 MMD2 MYCN NIT2 NOX4 NR0B2 NR1H4 NRBP2 ONECUT1 P2RY13 PAH PDGFC PIGR PIP4K2B PKHD1 PLA1A PLA2G4A PLG PNPLA3 POLR3K PPARD PPP1R3C PRKD3 PRODH2 PTGDS RASSF5 RDH16 ROR1 RTP3 SAA1 SAA4 SCARA5 SCLY SERPINA1 SERPINA12 SERPINA9 SERPING1 SIGIRR SLC16A10 SLC17A3 SLC22A25 SLC22A7 SLC23A1 SLC25A45 SLC30A10 SLC37A4 SLC3A1 SLC41A2 SLCO1A2 SLCO1B3 SLCO2A1 SNTG2 SOX6 SPSB4 SYT1 TFF3 TRAM1 UBTF UGT2A3 UGT2B17 UGT2B28 UGT2B7 UGT3A2 ZKSCAN1 SERVITJA_LIVER_HNF1A_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SERVITJA_LIVER_HNF1A_TARGETS_UP ABCB1 ABCC3 ABCC4 ABCD2 ACOT1 ACOT2 ACOT4 ADAMTS4 ADAMTS5 ADORA1 ADRA2A AFP AKAP12 AKR1B10 AKR1C4 ALDH3A2 ANLN ANXA2 ARHGAP18 ASNS ATP6V0D2 AURKB BUB1 CBR1 CBR3 CCNA2 CCNB1 CCNB2 CDC20 CDC42EP5 CDCA8 CDKN1C CELA3B CRAT CYP2A6 CYP2B6 CYP2C19 CYP4A11 CYP7A1 DBP ECT2 ELOVL6 ENC1 ESCO2 FABP2 FABP4 FGF9 FGFRL1 FMO3 GADD45B GALK1 GAS2L3 GPRC5B GSTA1 GSTA2 GSTM1 GSTT2 HMMR HTRA3 IGF2BP3 IGF2R IMPA2 KIF11 KIF20A KIF2C LEPR LGALS1 LPL LY6D LY6K MAD2L1 MAOA MAP4K4 MCM2 ME1 MGST2 MGST3 MMD MMP12 MOGAT1 MTNR1A NEK2 NLN NPNT NQO1 NTF3 OLIG1 P2RY14 PCDH20 PCTP PDK4 PER3 PLTP POR PPARG PSAT1 PTGFR PYGB RAB27A RAB30 RAB34 RACGAP1 RGS16 RGS2 RRAGD SCD SDCBP2 SEPTIN6 SERPINB1 SERPINE1 SLC20A1 SLC22A5 SLC25A4 SLC41A3 SLC51B SLC7A4 SLCO1A2 SLPI SORBS1 SPARCL1 STMN1 SULT1E1 THBS1 TM4SF4 TMEM116 TMEM181 TMEM98 TMTC2 TNFRSF12A TNFRSF19 TPX2 TRPM4 TXNIP UBE2C UCP2 WEE1 SESTO_RESPONSE_TO_UV_C0 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SESTO_RESPONSE_TO_UV_C0 ADM ANXA1 ARL6IP1 BAG1 BAMBI BPGM BRD2 CAMLG CDC37 CDK7 CHMP1A CITED2 CLP1 CLTA CNBP COPS2 CTR9 CXCL1 DAZAP2 DHX38 DNAJA1 DNTTIP2 DR1 DSC2 DYNLL1 EIF2B1 EIF2S1 EIF4A3 EIF4G2 EIF5 ELOC ERBB3 GDF15 GNAI1 GSK3A GTF2A2 GTF2B H3-3A HARS1 HCCS HMOX1 HNRNPH2 HSPA1A HSPH1 IL1R2 IL1RN ISCU KPNA2 KPNA4 LSR M6PR MCFD2 MRPL49 NCBP2 NDUFA4 NEU1 NFKBIA PCNA PGRMC1 PKP1 PNP POLR2A POLR2K PPIF PPP1CC PPP2CB PRNP PRSS8 PSG7 PSMA3 PSMA4 PSMD6 PTP4A1 QSOX1 RAB21 RBM4 RIT1 RNF113A RPS27 RRAGA SAA1 SAP18 SERPINB4 SET SLC39A6 SON SP3 SPRR2C SQSTM1 SSX2 TACSTD2 TAF7 TAF9 TAP1 TCP1 TFPI2 TFRC TPMT TRAF4 TRAF6 TRAM1 TRIM26 TUBA1A UBE2V2 USP10 WTAP XPC YWHAH ZFP36 SESTO_RESPONSE_TO_UV_C1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SESTO_RESPONSE_TO_UV_C1 ATP1B1 ATP6V1B2 BNIP3 C11orf58 CAPRIN1 CCN1 CCN2 CDKN1A CNN3 COPS8 CRYAB CSNK2A1 CSNK2B CST6 DDX1 DUSP5 EIF4H EMP1 EOLA1 ETF1 FAM50A GALNT3 GLUL GPX2 GSPT1 HDAC1 HSP90AA1 IER2 IFIT1 KCNK1 KRT18 LCN2 MAP2K3 MAPK6 MFAP1 NAMPT OCLNP1 PEA15 PIAS1 PIM1 PPP2CA PPP2R2A PSMA5 PSMA6 PSMC1 PSMC2 PSMC6 RAB5IF RNF4 S100A7 SAA2 SAFB SERPINB2 SLC31A2 SNRPA1 SOD2 SPAG1 SPRR2A SPRR2D SPRR2E SRSF2 SULT2B1 TBCC TGM1 TJP2 TM4SF1 TNFAIP3 TNIP1 TSG101 UBE2D2 UBE2G1 UBE2I UBXN4 VDAC2 SESTO_RESPONSE_TO_UV_C2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SESTO_RESPONSE_TO_UV_C2 ANXA3 ATP13A3 CCNG1 CTDSP2 CTPS1 CUL3 CXADR DUSP4 ELL2 EMP1 ERBB3 F3 FAT1 FNTA GCLC GFUS HIF1A HNRNPK HNRNPU IFNGR2 JAG1 KANK1 KAT6A KIF5B MAP1A MORC3 NR3C1 NRIP1 OAS1 PCMT1 PLSCR1 PSMD14 PSME4 PTPN12 RAD21 RAF1 SLC6A14 SRPK2 SRSF4 STXBP3 TFAP2A TIAL1 TJP1 TOP1 TRIP10 UBE2H UGCG USP11 WIPF2 XPO1 YY1 ZKSCAN1 ZNF146 ZNF185 SESTO_RESPONSE_TO_UV_C3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SESTO_RESPONSE_TO_UV_C3 ATF3 ATP6V0D1 BRD2 CXCL8 CYCS DUSP1 EIF2S1 H2AC18 H2AX H2BC21 HBEGF HSPA1B IER3 IL1B MAD2L1BP MYD88 PHLDA2 PMAIP1 PTGS2 RND3 SOX9 TAX1BP3 SESTO_RESPONSE_TO_UV_C4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SESTO_RESPONSE_TO_UV_C4 ABCD3 ALDH1A3 ATP12A CD9 CDK5 DDX39A DGKA EFR3A ISG15 IVL LY6D MPRIP NMT1 PREP RAD23B SNRPA SNRPD3 SRSF9 TNFRSF1A TYMS SESTO_RESPONSE_TO_UV_C5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SESTO_RESPONSE_TO_UV_C5 ABCC1 ABLIM1 CBFB CKAP5 CLINT1 CLIP1 EIF2AK2 EPS15 EXT1 FAM120A GSK3B GTF3C2 HES1 HMGA2 IQGAP1 ITGB4 JAG1 LDLR MCL1 METAP1 MME MYC NCOR2 NFE2L2 PAFAH1B1 PBX3 PIK3R4 PKN2 PPP4R1 PUM1 RAB2A RASA1 RBBP8 RCOR1 SDC4 SHB SLK SREBF1 STAT1 TGFBR2 TIAM1 TLK1 VGLL4 WWP1 YES1 ZNF148 SESTO_RESPONSE_TO_UV_C6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SESTO_RESPONSE_TO_UV_C6 ACAT1 ACO2 ACY1 ARL4A ATF4 ATXN10 CALB2 CD99 CELSR2 CKS1B COMMD1 CYB5A DHCR24 DUT ECH1 FDPS GADD45A GALE H1-10 HMGN2 HNRNPA1 ITGB5 JUND MMP9 POLD2 PTGR1 PTGS1 PYGL RBP1 RGS2 RRAS SEPTIN2 SND1 STK25 TGFBI TNC TPBG TSC22D1 XRCC6 SESTO_RESPONSE_TO_UV_C7 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SESTO_RESPONSE_TO_UV_C7 AARS1 ACSL1 ADK AKR1A1 AKR1C1 ALDH3B2 ASNS ASS1 ATIC ATP1B3 BLVRA CBR1 CDC20 CDC25B CDKN3 CEBPD CIRBP CKAP4 CRABP2 CTSC EPHX2 ESD ETV2 EXOSC7 FGFBP1 GSN H19 HMGB1 HNRNPA2B1 HSD17B4 HSPA5 IDH2 IFITM1 ITGA6 ITGB1 LGALS1 LIF MALL MLH1 MMP1 MMP10 MT1E MT1X MTHFD1 NCAPD2 ODC1 PAM PCDHGC3 PCK2 PCLAF PGD PLA2G4A PLCD1 PLP2 PPIB PRCP PTMA RPL3 RSU1 SDC1 SLC1A5 SRD5A1 STMN1 TCN1 TK1 TPP1 UBE2C VSNL1 XBP1 YARS1 SESTO_RESPONSE_TO_UV_C8 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SESTO_RESPONSE_TO_UV_C8 ALCAM ALDH9A1 APP BRD3 CCND2 COL17A1 COL5A2 CSNK2A2 CTNNA1 CYFIP1 DSC1 DST EPHA4 EPRS1 FASN FBN2 FDFT1 FGFR3 FHL1 FLNB FXR1 GJB2 GLB1 GLG1 GTF2I HK1 ID3 IL4R ITGA3 ITPK1 KIFAP3 LAMA3 LAMB1 LTBP1 ME1 MRPS27 MT2A MTHFD2 MYC MYH10 PFKP PFN2 PGM1 PON2 PPP2R5A PPP3CA PRDX6 PTPRF PTPRK PTPRZ1 PUDP R3HDM1 REEP5 RFC1 SCRN1 SDHA SEMA3C SEPTIN8 SERPINE1 SLC2A1 SLC7A5 SORL1 ST6GALNAC2 STK3 THBS2 TMED10 TMEM131 TNFSF10 TOMM20 TTC3 VEGFA SETLUR_PROSTATE_CANCER_TMPRSS2_ERG_FUSION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SETLUR_PROSTATE_CANCER_TMPRSS2_ERG_FUSION_DN AADAC ADH5 ALOX15B AMELX AQP2 CCR1 CSDC2 FOXF2 GRK1 HPS1 ITGAD KLHL21 METTL7A MPPED2 NEUROD1 PNLIPRP2 PROM1 RAB27A RGS7 TRO SETLUR_PROSTATE_CANCER_TMPRSS2_ERG_FUSION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SETLUR_PROSTATE_CANCER_TMPRSS2_ERG_FUSION_UP ABCC8 ALDH18A1 AMPD3 ARHGAP29 ARHGDIB ASAP2 BAG5 BMPR1B CACNA1D CADPS CDK14 COL9A2 CPSF6 CRISP3 DBN1 ECE1 EIF4G3 EIF5 ERG GHR GP1BB HDAC1 KCNN2 KHDRBS3 KLC1 LRP1 MAP2K5 MAP3K5 MAP7 MLXIP MOK MTA1 MYO6 NCOA1 NDUFS5 OCLN PCDHGB7 PDE9A PEX10 PGD PLA2G7 PRKAR1B PSMD13 PTK7 PTPRK RAB30 RFX1 RGS10 RPP38 SAFB SEPTIN9 SH3YL1 SIPA1L1 SMARCD1 SNRPB2 SUSD6 TBP TFDP1 THUMPD1 TLE1 TPP2 TWIST1 UBE2G1 UGDH XRCC5 ZMYND8 ZNF3 SHAFFER_IRF4_MULTIPLE_MYELOMA_PROGRAM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHAFFER_IRF4_MULTIPLE_MYELOMA_PROGRAM AMPD1 B4GAT1 C11orf24 CANX CASP3 CCNC CDK6 CDKN1B CFLAR DDR2 DENND2C DUSP5 E2F5 ELL2 FBXO16 GFPT1 IRF4 ISG20 ITGB7 MAN2A1 MYC NFIL3 P4HA1 PAM PHKA1 PIM2 PRDM1 SCD SLAMF7 SLC37A4 STAG2 SUB1 TNFAIP3 TNFRSF17 TUFT1 UAP1 SHAFFER_IRF4_TARGETS_IN_ACTIVATED_B_LYMPHOCYTE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHAFFER_IRF4_TARGETS_IN_ACTIVATED_B_LYMPHOCYTE ACP1 ADGRE5 AHCY ALDOC ATP5F1D AURKA B3GNT2 BCL2 BMI1 BMP6 BSPRY CANX CASP3 CAV1 CCL3 CCNC CFLAR CTH CYCS CYP51A1 EIF2S2 ELL2 FADS1 FDFT1 GARS1 GART GFOD1 GID4 GNG10 GNPDA1 GOLGA7 GRSF1 GTF2IRD1 HILPDA HIVEP2 HK2 HMBS HMGCR IDH1 INSIG1 IRF4 KRAS KTN1 LDHA LDLR LONP1 MARS1 ME2 MSMO1 MVK MYC NDRG1 OSBPL8 PAICS PAM PGK1 PNP PRPF40A RIN2 RPP30 SCD SEPTIN11 SERF1A SLAMF7 SLC31A1 SLC3A2 SNX9 SQLE SRPK1 ST3GAL1 TAGLN2 TBC1D8 TERT TIMP2 TNFRSF12A UAP1 UCK2 VDAC1 VEGFA XPOT YARS1 SHAFFER_IRF4_TARGETS_IN_ACTIVATED_DENDRITIC_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHAFFER_IRF4_TARGETS_IN_ACTIVATED_DENDRITIC_CELL ANKZF1 APOBEC3B ATRX AURKA B3GNT2 BMI1 BSPRY C11orf24 CANX CASP3 CAV1 CD38 CDT1 DDHD2 DNAJB9 DUSP5 E2F5 ELL2 FADS1 FHL1 FKBP11 GFPT1 GID4 GLDC GLS GNG7 GTF2IRD1 HIVEP2 HMMR HSP90B1 IRF4 ISG20 ITGB7 MARS1 MNAT1 MSMO1 MYB NSD2 PAICS PDIA4 PDS5A PIM2 PPP1R2 PRDM1 PRR7 RAB30 SEC61A2 SEPTIN11 SETBP1 SIRT3 SLAMF7 SLC38A2 SSR1 ST6GAL1 SUB1 TAF9B TCERG1 TNFAIP3 TNFRSF17 TRAM1 TXNDC5 UAP1 UBE2J1 UCK2 UNG SHAFFER_IRF4_TARGETS_IN_MYELOMA_VS_MATURE_B_LYMPHOCYTE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHAFFER_IRF4_TARGETS_IN_MYELOMA_VS_MATURE_B_LYMPHOCYTE ACP1 ADGRE5 AHCY AMPD1 APOBEC3B ATF3 ATF4 ATP5F1D B3GNT2 BCKDHA BCL2L2 BMI1 BMP6 BSPRY C11orf24 CANX CASP3 CAV1 CCL3 CCNC CCPG1 CD38 CFLAR CYCS CYP51A1 DDIT3 DNAJB9 DNAJC10 DUSP5 EIF2S2 ELL F12 FHL1 FKBP11 GAA GARS1 GFPT1 GNG7 GRSF1 HDAC5 HMBS HSP90AA1 HSP90B1 HSPB1 ISG20 ITGA4 KRAS LDHA LDLR LDLRAP1 MAN2A1 MARS1 MPZL1 MXI1 MYC NAMPT NDRG1 NFIL3 NR4A1 P4HA1 PABPC4 PAICS PAM PDIA4 PDK1 PDS5A PGK1 PIM2 PIP5K1B PNP PPP1R2 PPP2R5C PRDM1 SEC62 SLAMF7 SLC31A1 SLC37A4 SLC38A2 SLC3A2 SORT1 SPATS2 SSR1 SUB1 SUMO1 TIMP2 TM9SF4 TNFAIP3 TNFRSF17 TRAM1 TUFT1 TXNDC5 UAP1 UBE2B UBE2H UBE2J1 UCK2 VDAC1 XPOT YARS1 YES1 ZFP36 SHAFFER_IRF4_TARGETS_IN_PLASMA_CELL_VS_MATURE_B_LYMPHOCYTE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHAFFER_IRF4_TARGETS_IN_PLASMA_CELL_VS_MATURE_B_LYMPHOCYTE ACP1 AGPAT2 AMPD1 APOBEC3B ATF3 ATF4 AVPI1 B3GNT2 BMI1 BMP6 BSPRY C11orf24 CANX CASP3 CAV1 CCL3 CCPG1 CD38 CFLAR DDIT3 DNAJB5 DNAJB9 DUSP5 ELL2 F12 FKBP11 FZD2 GFPT1 HSP90B1 HSPB1 IRF4 ITPKA KRAS LDLR MAN2A1 NAMPT NDRG1 NFIL3 NR4A1 PABPC4 PAM PCYT1B PDIA4 PDK1 PIM2 PRDM1 SLAMF7 SLC12A4 SLC3A2 SORT1 SPATS2 SSR1 SUB1 TERT TIMP2 TM9SF4 TNFAIP3 TNFRSF12A TNFRSF17 TRAM1 TUFT1 TXNDC5 UAP1 UBE2J1 UCK2 VEGFA ZFP36 SHANK_TAL1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHANK_TAL1_TARGETS_DN BCL2 BCL2L1 CD4 CD5 CD6 ID2 PTCRA RAG1 RAG2 RORC SHARMA_ASTROCYTOMA_WITH_NF1_SYNDROM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHARMA_ASTROCYTOMA_WITH_NF1_SYNDROM ADGRV1 CLEC3B MAP3K7CL SLC1A3 STN1 SHARMA_PILOCYTIC_ASTROCYTOMA_LOCATION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHARMA_PILOCYTIC_ASTROCYTOMA_LOCATION_DN CBS CCDC140 DENND5A IRX2 IRX5 PAX3 RASSF2 SHARMA_PILOCYTIC_ASTROCYTOMA_LOCATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHARMA_PILOCYTIC_ASTROCYTOMA_LOCATION_UP ADGRV1 APOBEC3G ARL1 C14orf39 CASP7 CMTR2 DOCK7 GPC6 LHX2 LUM LY96 MICB MSR1 NR2E1 PSMD12 RARB SBNO1 SGMS2 SIX1 SIX3 SIX6 SLC38A6 TIFA TRUB1 TTC9 ZFHX4 ZNF140 SHEDDEN_LUNG_CANCER_GOOD_SURVIVAL_A12 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHEDDEN_LUNG_CANCER_GOOD_SURVIVAL_A12 ABCA12 ABCC3 ACRV1 ADAMDEC1 ADCY9 ADGRD2 ADGRG6 ADORA2A ADORA3 ALAS2 AMN ANKRD36B AOX1 APOA2 APOBEC3F AQP6 ARHGAP17 ARHGAP45 ARTN ASCL3 ATF5 ATP2A3 ATP6V0A1 BASP1 BBIP1 BBOX1 BCL2 BRME1 BTG2 C1QL1 C1RL C21orf91 CACNA1A CACNA1F CAMKMT CCND2 CD180 CD19 CD300A CD38 CD79A CDC42EP2 CENPT CEP135 CFB CHST11 CHST2 CMA1 CNR1 COL9A3 COMMD3 CPLX3 CRADD CRISP1 CRYBB3 CSH1 CSNK2A1 CYBA CYP2E1 CYTIP DAZ1 DCAF1 DCAKD DENND5B DERL1 DIP2C DIPK1A DKFZP434A062 DLG4 DLL3 DMXL2 DNAJB9 DNAJC1 DPYSL4 DRD4 DTNB-AS1 DTX3 EAF2 EFEMP2 ELF5 ENDOU EPS15L1 ERP44 FAM30A FCRL2 FER1L4 FFAR2 FGF12 FKBP11 FKBP1B FRMD1 GABRR1 GAS8-AS1 GAST GATA2 GCKR GH1 GJA3 GJD2 GPER1 GPR31 GRWD1 GUSBP11 GZMB HERPUD1 HES2 HGH1 HPD HSF2BP HSPA13 ICAM2 ICAM3 IDH3A IFNA10 IFNAR2 IGHA1 IGHD IGHG1 IGHM IGHV1-69 IGHV3-20 IGHV3-21 IGHV3-23 IGHV3-33 IGHV3-47 IGHV3-7 IGHV3-72 IGHV3-73 IGHV4-34 IGHV4-61 IGKC IGKV1D-13 IGKV1D-17 IGKV1D-37 IGKV1D-39 IGKV1OR1-1 IGKV1OR2-108 IGKV2D-28 IGKV3-20 IGKV4-1 IGLC2 IGLL3P IGLV3-19 IL5RA IRAK3 IRAK4 IRF4 ISG20 ISOC2 ITFG2 ITGB4 ITIH3 ITM2C JCHAIN KAT6B KCNJ14 KCNJ4 KCNN3 KIR3DL2 KIZ KLK6 KRT81 L1CAM LAX1 LDOC1 LIME1 LRRC36 LRRC41 LZTS1 MAGOH2P MANF MAP2K7 MAST1 MAVS MBD2 MED1 MED13L MGAT2 MMP14 MRPS31 MSX2 MYL10 N4BP1 NANS NCK1 NCR1 NCR3 NEBL NEU2 NF1 NLE1 NMNAT2 NOS1 NPEPL1 NPPC NR1I2 NSG1 NXPH3 NXPH4 OGDHL OGFRL1 ORAI2 OXCT1 PAK3 PAOX PAX5 PCYT1B PDK1 PGLYRP1 PIM2 PLA2G2A PLXDC1 PNOC POU2AF1 PPBPP2 PPT2 PPY PRDM1 PRDX4 PRMT2 PROZ PTGDR2 PTPN2 RAB26 RABAC1 RFPL3 RHAG RHOH RHOQ RMDN1 RRP9 RYBP SAA1 SAA3P SCT SEC14L1 SEC14L4 SEC24A SEL1L SEL1L3 SERPINB3 SERPINB4 SH3BP2 SH3D21 SIGLEC5 SKAP1 SLAMF7 SLC12A3 SLC1A1 SLC1A4 SLC22A2 SLC26A4 SLC2A5 SLC35E3 SLC38A7 SLC43A1 SLC6A13 SMIM27 SNN SOD2 SOX10 SOX14 SPAG4 SPANXA1 SPATS2L SPCS3 SPPL2B SRF SRRM1 SSR3 SSR4 SSX2 ST6GAL1 STXBP6 TAPBPL TCL1A TCL1B TCP10L TCP11L1 TENT5C TFAP2A THEMIS2 THRA TMCO3 TNFRSF17 TNFRSF6B TNIP3 TP63 TPP1 TPSG1 TRAM2 TRAPPC9 TRBV16 TRGC1 TRGV5P TRIM26 TRIM31 TTC30A TTLL4 TXNDC15 TXNDC5 UBE2J1 UMOD VCPIP1 VPREB1 VPS13D WBP11 WBP4 YWHAH-AS1 ZBP1 ZBTB25 ZC3H13 ZER1 ZFYVE9 ZNF215 ZNF419 ZNF473 ZSWIM8-AS1 SHEDDEN_LUNG_CANCER_GOOD_SURVIVAL_A4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHEDDEN_LUNG_CANCER_GOOD_SURVIVAL_A4 AASS ABCA3 ABCA4 ABCC6 ADCY7 ADGRF5 AHCYL2 AK1 ALDH3B1 ALDH5A1 ALDH8A1 ALOX15B APLP2 APOD AQP3 AQP4 ARHGEF10 ARMC9 ARRB1 ATP11A ATP2B4 ATP8A1 ATXN2 ATXN7 BLVRA BMP3 BTG3 C1orf116 CACNB1 CAMTA2 CAPN2 CAVIN2 CCNJL CD55 CDC42BPA CDKL2 CDS1 CEACAM8 CEBPD CEP112 CFAP410 CHAT CHTOP CISH CITED2 CLOCK CPM CYB5A CYP2B6 CYP2B7P DAAM2 DLC1 DLEC1 DPY19L1 DUSP1 EDEM1 EFEMP1 ELK3 EN2 EPB41L1 EPHX1 EPHX3 ERBB2 ESR1 EVPL FAM13A FAM184A FBP1 FGF4 FHOD1 FMO5 FOLR1 FTH1 FYCO1 GALNT11 GEM GGCX GLS GNA14 GON4L GPD1L GPR39 GPRC5A HAUS4 HDAC5 HOPX HSD17B11 HSPB8 ICAM1 ICAM4 ICAM5 IL27RA IL6R INPPL1 ITPKA KCNS3 KLHDC10 KLHL20 LARP4B LIMCH1 LMO3 LPCAT1 LPIN2 LRRC20 LTA4H LTK LUZP4 MALL MAOA MAP1LC3C MAP3K6 MBIP ME3 MEGF9 MEIS3P1 MR1 NAB2 NAV2 NDNF NEDD4L NEDD9 NFKBIA NINJ2 NKX2-1 NOS3 NOTCH2NLA NPR1 NR3C1 PARM1 PBXIP1 PELI1 PER1 PIAS3 PIGA PLS3 PMM1 PON1 PON2 PON3 PPP2R3A PRKCD PSG3 PSG4 QKI RAB27A RAB38 RANBP17 RAPGEF2 RASA4 RBPMS REL RHOBTB2 RIMS3 RO60 RPS6KA2 RUFY3 S100A13 SCEL SCRN1 SEC24D SFTPA2 SFTPB SFTPD SGSM2 SLC16A4 SLC25A16 SLC34A2 SLC39A8 SLC7A10 SMARCD3 SPIDR SPINK2 SPTB ST3GAL5 STBD1 STEAP4 SYNE1 TIPARP TLE2 TMEM243 TNS2 TRIM2 TTC19 UBAP1 UBAP2L UNC13B UNC93B1 VAMP5 WNK1 WSB1 XAGE1B ZBTB16 ZER1 ZFAND5 ZNF254 ZNF451 ZNF750 SHEDDEN_LUNG_CANCER_GOOD_SURVIVAL_A5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHEDDEN_LUNG_CANCER_GOOD_SURVIVAL_A5 ADGRL1 ADGRL3 ANKS1A AP1M2 ARHGEF18 ARID3A ARID4A ARMCX5 ASIC3 CA10 CD2BP2 CDIP1 CDK16 CERS4 CHERP DCAF15 DHRS2 DLX4 DNAJB1 DNAJB2 EFS EPOR F11R FBRS FZR1 GGA2 GNA11 HAUS5 HOOK2 KDM4B KLHL26 L3MBTL1 LCMT1 MKNK2 NPIPB3 NR2F6 OTUD3 PDK2 PGAP1 PKP4 PLPPR2 RALGAPA1 RANBP3 RIPK4 RTN2 RUFY3 SEZ6L2 SHC2 SIN3B SLC25A23 SLC29A1 SMARCA4 SMIM7 SYT17 TLE2 TSN VSIG10 WDR33 XAB2 YIPF2 ZFP37 ZNF177 ZNF34 ZNF358 ZNF443 ZNF444 ZNF518A ZNF562 ZSCAN18 SHEDDEN_LUNG_CANCER_POOR_SURVIVAL_A6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHEDDEN_LUNG_CANCER_POOR_SURVIVAL_A6 ACD ACOT7 ACP1 ACTR3 ADM ADRM1 AFP AGMAT AGPAT5 AK4 ANGPT2 ANKLE2 AP2B1 AP2S1 APOBEC3B ARFGEF2 ARL4D ARPP19 ARTN ASPM ATAD2 ATG5 ATP2B1 AURKA AURKB BIRC5 BPNT2 BRCA2 BRIP1 BUB1 BUB1B BUB3 C6orf120 CAD CALM3 CARHSP1 CBS CBX5 CCDC59 CCDC93 CCL7 CCNA2 CCNB1 CCNB2 CCNE1 CCNE2 CCT5 CD70 CDC20 CDC25A CDC25C CDC27 CDC45 CDC6 CDC7 CDCA3 CDCA8 CDK1 CDK5R1 CDKN2A CDKN2C CDKN2D CDKN3 CDT1 CDYL CENPA CENPE CENPF CENPI CENPM CENPN CENPQ CENPU CEP43 CEP55 CHEK1 CHRNA5 CIAO1 CKAP2 CKS2 CLPB CMAS CMC2 CNOT9 COL2A1 COMMD8 CORT CPT1A CSE1L CSNK1D CTSV DARS1 DBF4 DCK DDA1 DENND1A DEPDC1 DGUOK DLGAP5 DNA2 DNAJA1 DNAJC9 DNM1L DR1 DSN1 DSP DTL DTYMK DUSP9 E2F8 EGLN3 EIF3JP1 EIF4A3 EIF4E2 EIF4EBP1 EIF5B EIPR1 ELOVL4 ELOVL6 ENPP1 ERCC6L ERN1 ERO1A ESM1 EXO1 EXOSC2 EZH2 F12 FAM216A FANCA FANCI FBXO11 FBXO5 FCHO1 FIP1L1 FKBP4 FOXG1 FOXM1 FUT9 GABPB1 GAPDH GCFC2 GCH1 GGH GINS1 GINS2 GINS3 GINS4 GLMN GMFB GNAI3 GNAS GOLT1B GPD2 GPR19 GPR37 GPSM2 GSS GTSE1 H2AX H2AZ1 H2BC9 HAT1 HAUS3 HBS1L HCCS HDAC2 HDGFL3 HELLS HEXIM1 HJURP HK2 HMGA1 HMGB2 HMMR IGF2BP3 IL18RAP IL1RAP IL2RA INTS13 IPO5 ITCH JPT1 KAZALD1 KCTD5 KIF11 KIF14 KIF15 KIF18A KIF18B KIF20A KIF23 KIF2A KIF2C KIF4A KLC1 KLRC1 KMT5AP1 KNTC1 KPNA2 KRR1 KRT8P11 KRT8P17 LDHB LDHC LMNB1 LRFN4 LRIF1 LRPPRC LSM4 MAD2L1 MAGEA3 MAGOHB MAP6D1 MAPKAPK5 MCM10 MCM4 MCM5 MCM6 MED8 MELK MEMO1 MFSD12 MIF MKI67 MMP12 MOB1A MPHOSPH9 MRGBP MRPL12 MRPL13 MRPL19 MRPL42 MSH6 MTCH2 MTF2 MTHFD2 MTIF2 MTPAP MUC16 MYBL1 MYBL2 MYO7A NAA50 NAB1 NABP2 NBN NCAPD2 NCAPD3 NCAPG NCAPG2 NCAPH NCBP1 NDC80 NDUFA9 NEIL3 NEK2 NEMP1 NETO2 NME1 NMU NOLC1 NRAS NSD2 NTAQ1 NUDT3 NUP210 NUP37 NUP62 NUSAP1 OIP5 OR7E12P ORC1 PA2G4 PAICS PARPBP PAWR PAX8 PBK PCLAF PCMT1 PCNA PDCD2 PFKP PFN2 PGK1 PGM3 PHF10 PHTF2 PIMREG PITX1 PKM PKP2 PLIN2 PLK4 PLOD2 PMAIP1 PNKP PNP POLE2 POLR3G POMT2 PPARD PPAT PPFIA1 PPIAP21 PPID PPIF PPM1G PPP2R3C PRC1 PRIM1 PRIM2 PRKAA2 PRKDC PRMT1 PRPS1 PRR7 PSAT1 PSMA5 PSMA7 PSMB2 PSMD12 PSME3 PSRC1 PTBP3 PTTG1 PTTG2 PTTG3P PVR PYGL QSER1 R3HDM1 RAB22A RACGAP1 RAD51AP1 RAD54L RALA RAN RASAL2 RBL1 RC3H2 RECQL RECQL4 RFC2 RFC3 RFC4 RGS20 RIF1 RIPK2 RNMT RPP25 RRM2 RTCA RUVBL2 SAP30 SAR1A SCD SEC23A SEMA3A SEPHS1 SFXN1 SHCBP1 SKA1 SLBP SLC16A1 SLC16A3 SLC25A10 SLC2A1 SLC38A1 SLC7A5 SLC9A2 SMC2 SMC6 SMG1P5 SMNDC1 SNCG SNRPA1 SNRPB SNX6 SNX7 SOD2 SPAG5 SPC25 SRD5A1 SRM SS18 SSX2IP STC1 STC2 STEAP1B STMN1 STRN4 SYNCRIP SZRD1 TACC3 TAF7L TBC1D31 TBRG4 TCP1 TEAD4 TEX30 TFDP1 TFG TFPT THOP1 TIMM8A TK1 TMEFF1 TMEM38B TNNT1 TOMM40 TOP2A TPRKB TPX2 TRIP13 TRMU TROAP TSR1 TTF2 TTK TUBA3C TUBA3E TUBA4A TUBA4B TUBG1 TWF1 TWSG1 TYMS UBA6 UBAC1 UBE2C UBE2D1 UBE2K UBE2N UBE2S UBE2V1 UBE2V2 UGT8 VANGL1 VEGFA VRK2 WAPL WARS1 WASF1 WDHD1 WDR43 WDR62 WDR76 XPNPEP1 XRCC3 YEATS2 YEATS4 YKT6 YME1L1 ZNF248 ZSCAN5A ZWILCH ZWINT SHEN_SMARCA2_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHEN_SMARCA2_TARGETS_DN ABCC2 ACR ACTL8 ADAM5 ADCY6 ADD2 ADD3-AS1 ADGRE3 ADRA2B AIPL1 ALAS2 ALDH3B1 ALDOB ALLC ALPP AMBN AMHR2 ANO2 AP4S1 APOBEC1 AQP5 AQP6 AQP8 ARSF ASIC4 ATP10B ATXN8OS B3GNT4 BCAN BIRC5 BMP1 BMP10 BMP7 BPY2 BTG2-DT BTNL3 C15orf39 C3 C6orf15 CA12 CA7 CA9 CACNG3 CALB2 CAMK2A CAMK2B CAMKV CATSPERZ CBL CCDC9 CCKAR CCL16 CCNF CCNK CCNT1 CCZ1 CD22 CD82 CDH18 CDK5R1 CEACAM3 CENPA CENPI CFP CHRM2 CHRM5 CHRNA3 CHRND CHST12 CIBAR1 CLCF1 CLCN1 CLCNKA CNGB3 CNTN2 COA7 COL11A2 CPNE7 CPSF1 CRCP CRYGB CSNK1D CTXND1 CYP11A1 CYP11B2 CYP17A1 CYP21A2 CYP2A6 CYP2C9 CYP2D7 CYP3A4 CYTH4 DAO DCT DDN DGCR5 DIAPH1 DLX4 DNAJA1P4 DPF1 DPPA4 DRD2 DSCAM E2F1 E2F4 EDIL3-DT EFNB3 EGR4 ENDOU ENOX2 EPX ERN2 ESPL1 ETV3 FABP7 FAM153A FASLG FBLN1 FBXO31 FGA FGB FGF1 FGF23 FLRT1 FOLR1 FOXA2 FSHB FUT2 FUT3 G6PC2 GABBR2 GABRA1 GABRD GABRG2 GABRR2 GCM1 GCNT4 GDF5 GHRHR GJA8 GJD2 GLP1R GLRA1 GNL3L GNRH2 GOLGA2 GPR12 GPR21 GPR3 GPR31 GPR75 GRK2 GYPA HK2-DT HLA-DOA HOXB5 HSF2BP HTR4 HTR6 HYAL4 ICOSLG IFNA4 IGHE IKBKE IL11 IL18BP IL1RN IL36A INE1 INKA2 IRF4 IVL KALRN KCNJ10 KCNJ4 KCNK10 KHSRP KIR2DS3 KIR3DL2 KIR3DL3 KLHDC8A KMO KRT85 LBP LILRA1 LILRA4 LILRB3 LINC00652 LINC01711 LINC02809 LIPC LTA LZTS1 MAGEA10 MAP1A MAP3K19 MAT1A MC2R MEPE MIER2 MIR124-1HG MMP19 MTMR8 MYBL2 MYH13 MYT1 NECTIN1 NFATC1 NHLH1 NLRP3 NNAT NOCT NOX1 NOX5 NPHP1 NPPA NPY2R NR0B2 NR6A1 OPRM1 OR1D2 OR3A3 OR7C2 OSBP2 PADI1 PADI4 PAPOLG PAX4 PAX5 PBX3-DT PDE6A PDE6G PDGFB PDPK1 PHF24 PIAS1 PLEK POU2F2 PPP1R14D PRDM14 PRDM16 PREX2 PROP1 PRORY PRSS3P3 PRX PRY PSORS1C2 PTCRA PVT1 RAB3IL1 RBPJL REEP2 RGR RHBDD3 RHO RNASE2CP RPL13P5 RSPH6A RUNDC3A RUNX1 RUNX2 S1PR4 SCN2A SCN4A SEMA6B SEPTIN4 SIGLEC7 SIT1 SLC14A2 SLC1A2 SLC1A7 SLC24A2 SLC28A1 SLC6A13 SLC7A10 SMAD5-AS1 SMR3B SNAI1 SOCS7 SOX10 SOX21 SPANXA1 SPTB SPTBN5 SSX3 SULT1B1 TAS2R1 TAS2R16 TBX6 TCL6 TCP10L3 TEX13B TEX15 TF TG TLR6 TLX1 TM4SF5 TMPRSS15 TNF TNFAIP2 TNFSF8 TNR TP53TG5 TREM1 TRGV3 TRMT61A TROAP TSHZ2 TSPY2 TTTY2 TYR UPK2 USH1C USP29 VDR VRTN WNT10B WNT8B XPNPEP2 SHEN_SMARCA2_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHEN_SMARCA2_TARGETS_UP AASDHPPT ABI1 ACTR10 ACTR3 ACVR1 ADSS2 AGGF1 AKAP11 AKTIP AMZ2 ANGEL2 ANKHD1 ANKMY2 ANKRD17 ANP32A ANXA7 AP5M1 APC APOOL APPBP2 ARFGEF2 ARFIP1 ARHGAP29 ARHGAP5 ARID4B ARMC8 ARMT1 ATF1 ATG3 ATMIN ATP5PO ATP6AP2 ATP6V0E1 ATRX ATXN1 BAZ2B BBIP1 BCLAF1 BEX4 BLTP1 BTBD3 BUB3 C11orf58 C6orf120 CALCOCO2 CAMSAP1 CAND1 CAPN7 CAPZA2 CAST CBX1 CCDC90B CD59 CDC23 CDKN1B CENPC CEP350 CEP57 CETN3 CHMP3 CHMP5 CHTOP CLINT1 CNBP COMMD10 COPS2 COPS4 COPS8 CREBZF CREG1 CRYZL1 CSE1L CTCF CTNNA1 CTR9 CUL2 CUL4A CUL4B CUL5 DAZAP2 DCAF6 DCP2 DCTN4 DDX1 DDX46 DEK DENND4C DERA DHX29 DLG1 DPF2 DPM1 EAPP ECPAS EED EFCAB14 EID1 EIF2AK2 ELMO2 ELP1 ERCC3 EXOC1 FAM168A FAM200C FBXL5 FBXO11 FBXO28 FBXO3 FBXW11 FBXW2 FEM1B FEM1C FMR1 FTO GARRE1 GBE1 GIN1 GLOD4 GMPR2 GNAQ GTF2H5 GTF3C3 GYG1 H2AZ2 HAT1 HERC2 HIBCH HIPK1 HLTF HMG20A HMGN4 HNMT HNRNPA3 HNRNPH2 HNRNPH3 HSDL2 HTATSF1 IDE IDS INSIG2 ISCA1 ISCU ITFG1 ITSN2 KANK1 KDM3B KIDINS220 KIFAP3 KIFBP KLHDC2 KRCC1 KRIT1 KTN1 LANCL1 LAPTM4A LARP7 LEPROT LGALS8 LIMCH1 LMBRD1 LSM14A LUC7L3 MACF1 MAP4K3 MAP4K5 MAPK9 MARCHF7 MARF1 MATR3 MBD4 MECP2 MED14 MED21 MED4 MED7 METTL5 MFSD6 MKKS MLH1 MOB4 MOCS2 MORF4L1 MRFAP1L1 MRPS14 MRS2 MRTFB MTO1 NAB1 NAP1L2 NBR1 NCKAP1 NCOA1 NCOA6 NCOR1 NDFIP1 NDUFB6 NEK7 NEMF NF1 NFU1 NFYB NFYC NHLRC2 NNT NOL7 NPEPPS NPTN NSFL1C NSMCE4A NUDT21 NUMB NUP133 ORC4 OSBPL1A OSBPL8 OSTM1 PAFAH1B1 PAIP1 PANK3 PCMT1 PCMTD2 PCNP PDCL3 PDHB PEX11B PEX19 PEX3 PHF3 PHKB PIBF1 PJA2 PKN2 PKP4 POLR2M PON2 PPP1R2 PPP1R3D PPP2R5C PPWD1 PREPL PRKAR1A PRKD1 PRKD3 PRKRA PRPF38B PSMC6 PSMD12 PSMF1 PSMG2 PTPN11 PUM2 PURA RAB14 RAB1A RAB21 RAB22A RAB23 RAB28 RAB2A RAB40B RAB4A RAB6A RAB7A RABGAP1 RAF1 RALB RALGAPB RASA1 RB1 RBM22 RBM34 RBM48 RBPJ RCOR3 RDH14 RDX REV1 RHOT1 RIOK3 RMND5A RNF114 RNF130 RNF14 RNF146 RNF38 RO60 ROCK1 RPA1 RPRD1A RSBN1 RSRC2 RWDD3 RYK SCAF8 SCAPER SCFD1 SDHD SEC23IP SEC24B SEC62 SEC63 SENP6 SEPHS1 SEPTIN10 SEPTIN2 SERINC1 SERINC3 SETX SHOC2 SKIC3 SKIC8 SKP1 SLC25A12 SLC25A46 SLC30A5 SLC35A5 SLK SLTM SMAD2 SMAD4 SMAP1 SMARCA2 SMARCA5 SMC1A SMC3 SMC5 SNX2 SNX5 SOCS6 SON SOS2 SP3 SPTLC1 SRI SRP14 SRP9 SRSF10 SS18 SSB ST13 STAG1 STAM2 STAU1 STON1 STX7 STXBP3 SUCLA2 SUCLG1 SUCLG2 SUMO1 TAB2 TAF7 TAF9B TANK TASOR2 TDP2 TFCP2 TGOLN2 TLK1 TMED10 TMED7 TMEM126B TMEM131 TMEM135 TMEM14A TMEM14B TMEM230 TMEM41B TMEM59 TMEM80 TMX4 TNPO1 TOR1AIP1 TRAK2 TRAPPC11 TRAPPC4 TRIP12 TRIP4 TRMT11 TRMT1L TSN TSNAX TTC33 TUBGCP3 TWF1 TWSG1 U2SURP UBA3 UBE2A UBE2G1 UBL3 UBQLN2 UBR2 UFSP2 UNC50 UPF2 UPF3A UPF3B UQCRC2 USP1 USP9X USP9Y UTP14C UVRAG VBP1 VPS13C VPS26A VPS45 WDFY3 WDR11 WSB1 XPA XPO1 XRCC5 YPEL5 YTHDC1 YTHDC2 ZC3H13 ZC3H15 ZC3H7A ZCCHC10 ZDHHC17 ZDHHC6 ZFAND6 ZFC3H1 ZMYND11 ZNF302 ZNF415 SHEPARD_BMYB_MORPHOLINO_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHEPARD_BMYB_MORPHOLINO_DN ACAP2 ACAT2 ACSF2 ACSS2 AEBP1 ANLN ANOS1 APOA4 APOE AQP1 AQP3 ARHGEF10 ARID5B ASCL1 ASPM ATP1A1 AURKB BHLHE22 BIRC5 BLVRB BMS1 C17orf49 C3 C8G CA1 CCNB1 CCNB3 CCNG2 CDC14B CDC20 CDC6 CDCA2 CDCA3 CDCA7L CDK1 CDK2 CEACAM20 CEBPA CEBPD CENPM CFB CHERP CIDEC CKAP2 CLDN1 COL1A1 COL1A2 COL4A5 COTL1 CPVL CTSL DAP DBX1 DCK DDX17 DHFR DLGAP5 DLX1 DLX2 DNMT1 DRAP1 DUT ELAVL4 EOMES EPDR1 F7 FABP7 FAHD2A FBXO5 FGA FGFR4 FGG FOXM1 GALC GCH1 GINS1 GINS2 GMNN GOLGB1 GPSM1 GPT2 GRHPR GTSE1 HELLS HES5 HEY1 HLX HMGA1 HNRNPA2B1 HOGA1 IGFBP1 IGFBP2 INKA2 INPP4A IQGAP3 IRF2BPL ITGB4 KIF11 KIF14 KIF23 KRT17 KRT2 KRT32 LAMP2 LHX1 LIG1 LIPG LYZL6 MAB21L2 MASTL MCM2 MCM3 MCM4 MCM5 MDK MDM4 MELK MGAT4B MIEN1 MKI67 MSH2 MT2A MTHFD1L MYH8 NDE1 NOTCH2 NOVA2 NR0B2 NR2E1 NR2F1 NSD1 NUMA1 ORC4 OTP PARPBP PAXIP1 PCDH18 PCK1 PDCL PFKFB4 PHF20L1 PLP1 PMP22 POU3F1 POU3F2 POU3F3 PPP1R3G PRB1 PRC1 PRIM1 PRKCB PRODH2 PRR11 PSAT1 PTPN22 PTPRN PVALB PYGL RAX RBP4 RGS2 RGS4 RTKN S100A10 S1PR1 SARDH SCIN SEPTIN6 SERPINC1 SFRP1 SFXN2 SLC25A24 SLC29A2 SLC2A5 SLC4A2 SLC6A13 SLX1B SOX11 SOX21 SRSF9 STRA6 SULF1 SUMO1 SYNGR1 TACC3 TCN2 TGM1 TK1 TM7SF2 TNXB TOP1MT TOX3 TPX2 TSPAN2 TTK TTN TXNIP UCP2 UHRF1 VSX2 VTN WDR76 SHEPARD_BMYB_MORPHOLINO_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHEPARD_BMYB_MORPHOLINO_UP ABAT ABCC5 ACER1 AGFG1 AIF1L AIMP2 AK3 ALG6 ANXA2 ARG1 ARHGAP29 ARL6IP5 ARRDC3 ATP1A1 ATP6V1C2 B2M BAX BCO2 BGN BMP2 BNIP3L BRF1 C4A CAMK1G CASP8 CCNG1 CCNG2 CFAP210 CFAP298 CIC CNDP2 CPN1 CPNE3 CRABP2 CRLS1 CUBN CYP11A1 CYP26B1 DLGAP4 DNAJA2 DNAJA3 DNAJB4 DNAJC10 DNTTIP2 DOHH DUS3L DYNLT5 EFHD2 EIF4E ENKUR EPDR1 EPPK1 EXOG FABP1 FBXO32 FNTB FOS FOXI1 FOXK2 FOXO3 FST FXR1 GATD3 GCSH GLUD1 GMPR GNAI3 GNS GPC4 GYG1 HFE HM13 HMGA1 HNF4A HNRNPD HPGD HSBP1 HSD3B1 HSP90AA1 HSPA2 HSPB1 HTRA2 IFI30 IGF2 ITFG2 ITM2B KLC1 KRT18 KRT2 LAMP2 LETM2 LMAN2 LY75 LYRM1 MB21D2 MBD2 MBP MDM2 METAP1 MMP2 MPP1 MPPED2 MRM1 MRPL19 MRPL49 MRPS18B MS4A4A MSI1 MTDH MTRES1 NAPEPLD NCAPD3 NCLN NELFA NENF NR6A1 NSUN5 NUDT9 OLA1 OSBPL10 OSGEPL1 PAPOLB PARP3 PARP4 PARP6 PCK1 PDC PDE6C PGAM1 PGP PHLDA2 PLAA PLD4 PLEKHB2 PNPO POLR1C PRC1 PRDX1 PSMD3 PSME1 PSMF1 PTGES2 PTP4A2 PTP4A3 PTPRN QKI RAB36 RAB3C RASL11B RBM25 RDH10 REXO2 RHBG RIOK3 RIOX2 RNF144B RPAP3 RPL10L RPP14 RPS27 RRP8 S100A8 SASH1 SCARB1 SDF2L1 SESN3 SETD7 SH3GLB2 SIAE SIRT1 SLC16A6 SLC25A28 SLC31A1 SLX9 SND1 SNX27 SOCS3 SPPL2B SQSTM1 SRSF4 SSB STARD3 STIP1 TBX6 TEX264 TEX9 TIMP2 TMPO TMUB2 TP53 TP53INP1 TPD52L2 TPPP3 TRIM16 TRIM47 TYW3 TYW5 UCK1 UPB1 USP36 VAMP7 VDAC3 VRK2 WDR43 WNT11 WWOX ZC3H3 ZNF330 ZNF598 ZNF622 ZNG1A ZNRF2 SHEPARD_BMYB_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHEPARD_BMYB_TARGETS ANLN ARID5B ASCL1 ASPM ATP1A1 AURKB BIRC5 BMS1 C17orf49 CCNB1 CCNB3 CDC14B CDC20 CDCA2 CDCA3 CDK1 CKAP2 CTSL DBX1 DDX17 DLGAP5 ELAVL4 FBXO5 FGFR4 FOXM1 GOLGB1 GPSM1 GTSE1 HES5 HEY1 HLX HMGA1 INKA2 KIF11 KIF14 KIF23 KRT2 LHX1 MASTL MDK MELK MKI67 MT2A MYH8 NDE1 NOTCH2 NOVA2 NR2F1 NUMA1 OTP PARPBP PCDH18 PHF20L1 PLP1 POU3F1 POU3F2 POU3F3 PPP1R3G PRC1 PRR11 PTPRN RTKN S1PR1 SFRP1 SLX1B SOX11 SOX21 TACC3 TK1 TM7SF2 TNXB TOX3 TPX2 TTK TTN UCP2 SHEPARD_CRASH_AND_BURN_MUTANT_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHEPARD_CRASH_AND_BURN_MUTANT_DN ADARB2 AKAP9 ANLN ANP32B AP4M1 ARHGAP12 ARID5B ARMC1 ARNT2 ASCL1 ASPM ATP1A1 AURKB BIRC5 BMS1 BORA BUB1B BUB3 C17orf49 CCNB1 CCNB2 CCNB3 CDC14B CDC20 CDC27 CDCA2 CDCA3 CDK1 CEP250 CEP295 CEP55 CHD5 CKAP2 CKS2 CRYBA4 CRYBB1 CTDSPL2 CTSL CYRIB DBX1 DDX17 DDX20 DEK DIO2 DLGAP5 DPYSL3 EBF1 ECT2 ELAVL4 EN2 ENO3 FAM13B FAM76A FBXO5 FGFR4 FOXB1 FOXM1 FUBP1 FZD10 FZD5 FZD9 G3BP2 GAS1 GDF10 GFAP GOLGB1 GPSM1 GREB1 GTSE1 GUCA1A HDAC2 HES3 HES5 HES6 HEY1 HLX HMGA1 HMGN3 HOXB3 IFT46 INKA2 INSM1 IRX1 JAG1 KCTD17 KDM3A KDM6A KHDRBS1 KIF11 KIF14 KIF23 KIF2C KNL1 KRT2 LGMN LHX1 LMNB2 LZTS3 MASTL MBD2 MDK MELK MIB1 MKI67 MT2A MTUS1 MYCL MYH8 MYO10 NDE1 NDUFB3 NEIL3 NELL2 NEUROD4 NEUROG1 NFIL3 NMRK2 NOTCH2 NOVA2 NR2F1 NUMA1 OIP5 OLIG2 OTP OTX2 PARPBP PAX2 PCDH18 PCDHGC3 PGBD4 PHF20L1 PHF3 PIF1 PLEKHF1 PLK4 PLP1 PMEL PON1 POU3F1 POU3F2 POU3F3 PPP1R3C PPP1R3G PRC1 PRIM2 PRR11 PTEN PTPRN PTPRO PUM1 RACGAP1 RASGEF1A RHO RLF RTKN S1PR1 SFRP1 SHCBP1 SKI SLAIN2 SLC34A1 SLC44A2 SLIT3 SLX1B SMAD3 SMTN SOX11 SOX21 SOX3 ST8SIA2 SYNCRIP TACC3 TK1 TM7SF2 TMEM263 TMPO TNRC6C TNXB TOX3 TPX2 TRIM39 TTK TTN TUBA8 UCP2 WDR74 ZIC2 ZNF184 ZNF511 ZNF585A ZP2 SHEPARD_CRASH_AND_BURN_MUTANT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHEPARD_CRASH_AND_BURN_MUTANT_UP ABCF2 ADAM10 AGK AK4 AKR7A2 ANGPTL3 ANGPTL7 ANKRD22 AP1M2 AP3M1 ATF3 ATP5IF1 B3GNT2 BAX BMP2 BOLA3 BOP1 BRF1 BTG2 BUD23 C6 CASP8 CCN1 CCNG1 CCNG2 CDX4 CEBPB CHCHD10 CIC CLDN4 CORT CRLS1 CTH CYP24A1 CYP26A1 CYP27B1 CYP51A1 DDX19A DDX49 DDX51 DNAJA3 DNTTIP2 DRG2 DUSP4 DUSP5 EGR1 EIF4E EIF6 ELOVL1 EMC8 EPRS1 ETF1 FBL FITM2 FLVCR2 FN1 FOS FOXO3 FST FTSJ1 FTSJ3 GADD45B GAR1 GATD3 GCNT4 GPD1 H3C2 HARS2 HAUS2 HEATR3 HES1 HIGD1A HSDL1 HSP90AA1 HSPA1L HSPA4 HSPA9 HTRA2 ID2 IFFO1 IGF2 IGFBP1 IMP3 IMP4 IMPDH1 ING5 JDP2 JUN JUNB KLF11 KLF2 KRT17 LYRM1 MAGEE1 MAGOHB MANF MARS1 MBLAC1 MCMBP MDM2 MEGF6 MIDN MIX23 MKNK2 MMP2 MMP9 MRPL12 MRPL22 MRPL52 MRPS18A MRPS18B MRPS26 MS4A4A MYBBP1A MYOG NIP7 NLE1 NMRK2 NOC4L NOG NOL6 NOL7 NOL8 NOP9 NSUN2 ODC1 OLA1 PARP3 PDLIM3 PDSS1 PES1 PFKFB3 PHB2 PHLDA2 PIM1 PINX1 PLK3 POLR1E POP4 PPAN PPM1H PPP1R14A PTGES2 PTGS2 PTP4A3 PTPMT1 PTRH2 PWP1 RASL11B RBP4 RCAN1 RERG REXO2 RGCC RNASET2 RNF144B RPF2 RPL10L RPS27L RRP9 RRS1 S100A8 SAMM50 SAT1 SEC23B SERPINH1 SGK1 SHMT1 SIX2 SLC12A3 SLC12A7 SLC16A6 SLC3A2 SNAI1 SPIDR SPINK5 SRPRB SSR1 STARD10 TAF9 TCIM TMA16 TMEM106B TOB1 TOMM20 TP53 TP53INP1 TRMT1 TSFM TSPAN18 TSR1 TSR2 TUBA8 TXNIP UTP3 UTP4 VPS9D1 VRK2 WDR12 WDR46 WRAP73 ZNF330 ZNF593 ZNF622 ZPR1 SHETH_LIVER_CANCER_VS_TXNIP_LOSS_PAM1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHETH_LIVER_CANCER_VS_TXNIP_LOSS_PAM1 ABCG5 ABHD5 ABHD8 ACKR3 ACOT9 AGFG1 AIG1 AIPL1 ALCAM ANO10 ANXA4 APC APEX2 APLN ARF3 ARF6 ARL2BP AS3MT ATF4 ATP6V0A1 ATXN10 AVPI1 BCL10 BCL2L11 BCO1 BICC1 BICD1 BMAL1 BOK BSND C15orf39 C3orf52 CASP1 CASP12 CCM2 CD151 CD24 CD2AP CD320 CD34 CD9 CDC20 CDCA5 CDK5R2 CEP55 CES2 CHCHD5 CHKA CKAP4 CKLF CLCA1 CLCNKB CLDN1 COL3A1 COL4A1 COL4A3 COL4A5 COQ8B CORO1C CRISP3 CSTB CTPS1 CTPS2 CYP27B1 CYP4F8 DBNDD2 DCK DDIT4 DEFB1 DEGS2 DHX9 DNAJC12 DNAJC5B DPP7 DYNLL1 E2F3 EHMT2 ENC1 ENPP2 ENTPD2 EPB41L4A ERCC3 ERCC8 ETV5 F11R FAM110C FAM181B FAM3C FAM83G FBXO6 FKTN FPR2 FRRS1 FST GGCT GNGT1 GNRHR GPC6 GREB1 GUSB HAUS7 HES1 HEXA HIP1R HIPK1 HNRNPAB IER5 IFNGR1 IGSF8 IKBKE ILDR1 IQGAP3 ITGA3 ITM2C ITPR3 JPT1 KCNE3 KCTD17 KIAA0930 KIF11 KLC3 KLF6 KLHDC2 KLHL13 KRT18 KRTCAP2 LEPROTL1 LHX8 LIMK1 LMNA LOX LOXL1 LPL LSS LYPD3 LYVE1 MANSC1 MAPK8IP1 MARVELD2 MAT2A MCM3 MFGE8 MMUT MPP1 MSL2 MTA3 MTAP MTF1 MTMR2 NAP1L1 NAPSA NEBL NEDD9 NEK2 NEK6 NKAIN4 NKAPL NLRP5 NME6 NOL11 NOPCHAP1 NRGN OSGIN1 PADI4 PAFAH1B3 PCGF6 PDLIM7 PDZD11 PEA15 PHGDH PHIP PIGC PITPNM1 PLA1A PLAU PLIN3 PLPP2 PRKCA PRSS23 PSMC1 PSPH PTPN21 PTPRE PVR PYCR1 QTRT1 RAI14 RARG RBBP7 REEP5 RELL1 REM2 RFLNB RFTN2 RHBDF1 RNASE2 RND3 RP2 RPH3A RPL12 RRBP1 SATB2 SCAMP5 SCARB1 SCN1B SECTM1 SEMA4B SFXN4 SH3BGRL3 SH3GL2 SH3GL3 SHROOM3 SIDT1 SIRPA SLC2A3 SLC41A3 SLC48A1 SLC6A8 SMC4 SNCA SNX30 SOX4 SPIC SPIRE2 SPON2 SRD5A2 SRD5A3 SSTR2 STMN1 STX18 TCEAL3 TCF4 TESC TFF2 TFRC TGFB2 TGM2 TJP2 TMEM167A TMEM41B TNK2 TOP2A TOR2A TP53RK TPD52 TPMT TRIB2 TRIB3 TRIM2 TRPC6 TSPAN33 TUBA1B TUBA3C TUBB4B TWF2 UBD UBE2S VASN VASP YAP1 SHETH_LIVER_CANCER_VS_TXNIP_LOSS_PAM2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHETH_LIVER_CANCER_VS_TXNIP_LOSS_PAM2 ABCB1 ABCC5 ABCD2 ABHD5 ACBD3 ACSL4 ADGRG1 AGFG1 AJUBA AKR1B1 ANXA2 ANXA9 APP ARHGAP12 ARHGAP18 ATF3 B4GALT6 BCL2L14 BEX1 BICDL1 BMP7 BTG2 BTG3 CAV2 CCDC96 CCNB1 CCND1 CD14 CD276 CD40 CD93 CENPH CERK CHMP6 CKLF CLCF1 COL4A1 COL4A4 COMTD1 COX5B CTSG CYP39A1 CYSTM1 DAB1 DDIT3 DDR1 DDX25 DIP2B DLG4 DMC1 DNAJC10 DSG2 DUSP6 DYNLL1 EFNB2 EIF2AK3 EIF2AK4 ELAPOR1 ERI2 FGD1 FKBP11 FMNL3 FSCN1 GJC1 GOLM1 GRIA3 GSDME H1-2 HEPH HID1 HMMR HSD3B2 IER3 IL1RN INHBB KCNJ8 LGALS1 LPL LYSMD2 LYVE1 MACIR MAL MAP4K4 MCAM MCM2 MEOX1 MIOX MORC4 MVK MYADM MYO7B MYO9B NAP1L1 NENF NOL12 NPDC1 NUF2 PAQR4 PAWR PEG3 PFKFB3 PGM1 PLS1 PLSCR1 PNLIPRP2 PNPLA3 POFUT2 POLD4 PRRX1 PRSS8 PSRC1 PTGR1 PTPRE PTTG1 QSER1 RAB34 RAB3C RASGRP2 RBP1 RDH16 RHOC ROGDI RPAP3 RRM2 RTKN RUNX2 S100A11 SCD SCN8A SEL1L3 SEMG1 SIRPA SKA2 SLC12A4 SLC1A4 SLC39A4 SLF1 SMPDL3B SPARC STT3A TACC3 TAGLN TAGLN2 TANC1 TAX1BP3 TCEAL8 TCEAL9 TGFBR2 TLE6 TMEM45B TNFSF13 TOR4A TPM1 TRIB3 TSPAN8 TUBA8 TUBB2A TWF2 UAP1L1 UNC119 UPP1 VAMP5 VNN1 WNK4 WNT10A XYLT2 ZFP37 ZG16 SHETH_LIVER_CANCER_VS_TXNIP_LOSS_PAM3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHETH_LIVER_CANCER_VS_TXNIP_LOSS_PAM3 AEBP1 AFP AKR1C3 B4GALT6 BEX2 BEX3 BMP7 CALML4 CCDC120 CCNB1 CDH1 CDKN2B CES2 COL1A1 CXADR CYP17A1 DAB1 DDR1 EHD4 ESM1 FABP4 FABP5 GALNT6 GPC3 GYG1 IFIT2 IGDCC4 IGFBP1 ISYNA1 ITGA6 ITIH5 JUN LCN2 LTB LY6D MAFF MCM6 MEP1B MKI67 MYCN MYEF2 NID1 NUCB2 NUPR1 OCSTAMP PCK2 PGLYRP1 PHGDH PLEK2 PROM1 PROM2 PSAT1 PSRC1 PYGB RHOC ROBO1 SCD SERPINE1 SIDT1 SLPI SPARC SPINK1 SPRED1 TFF3 TGFBR2 TLR1 TMEM191B TMEM71 TNFRSF12A TPM1 TSPAN8 TUBB6 UBE2C UNC5B SHETH_LIVER_CANCER_VS_TXNIP_LOSS_PAM4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHETH_LIVER_CANCER_VS_TXNIP_LOSS_PAM4 AADAT AANAT AASS ABAT ABCB10 ABCC6 ABHD15 ABHD3 ABI3BP ACAD8 ACAD9 ACADSB ACAT1 ACAT2 ACSL1 ACSS2 ACYP1 ADAMDEC1 ADH4 ADHFE1 ADTRP AGMAT AGXT AHCY AKR1D1 ALDH1A1 ALDH6A1 ALDH8A1 ALDH9A1 AMY2A ARHGAP6 ASIC5 ASL ATAD3A ATG5 ATP11A BAAT BAD BAG4 BHMT BHMT2 BLMH C11orf71 CA1 CA3 CACNA1E CALCRL CBS CCNF CCR5 CD163 CD1D CD320 CD3E CD40LG CELF2 CES1 CES3 CFHR1 CHCHD7 CHPT1 CHST15 CKMT2 CLCC1 CLCN2 CLEC3B CLEC4F CLEC4G CLOCK CLPX CNGA2 CNMD COQ8A CORIN CPHXL CRYAB CSRP3 CTH CTNNBL1 CUTC CWC15 CXCL12 CYP2D6 CYP2F1 CYP2G1P CYP2J2 CYP46A1 CYP4F2 CYP4V2 CYP8B1 DCN DCT DCUN1D1 DCXR DDC DDX49 DDX60 DENND1A DENND2B DMGDH DNASE1L3 DPH7 DPYD DPYS DSCAML1 EDNRA EFEMP1 EHD3 ENPEP EPDR1 EPHX2 ETHE1 EVA1A FCGR2B FMC1 FZD9 G6PC1 GABARAPL1 GABRA1 GABRE GALC GALM GAS1 GAS2 GCDH GCH1 GDF10 GDF2 GDPD3 GFER GHR GLO1 GLYAT GNMT GOT1 GPM6A GPX1 GSTK1 GSTO1 HAAO HACL1 HAGH HCFC1R1 HEBP1 HEMK1 HIBADH HLA-A HMGCS2 HOXC9 HPGD HTATSF1 ID4 IDH1 IDO2 IGF1 IGFBP5 IL1RAP IMMP2L INMT ITGA9 KCNK5 KCNQ5 KIF1B KIFC2 KMT5B L2HGDH LAMP2 LEAP2 MACROD1 MAGIX MASP1 MAST3 MBL1P MBL2 MCM10 MDH1 MFN1 MFSD4B MKRN1 MPDZ MSI2 MTCH2 MUSTN1 N4BP2L1 NAT2 NAT8 NAT8B NDN NDRG2 NDUFB9 NGFR NR1H4 NR1I3 NR2F2 NTN1 OLIG1 OTC PAICS PARK7 PBLD PCCA PCOLCE2 PDE9A PDK1 PECR PJA1 PLEKHB1 PLXNC1 PMPCB PNKD PPP2R5C PRKAG2 PRLR PTH1R PTPRD PTPRO QDPR RAB3A RBBP9 RDH16 RECK REPIN1 RGS5 RMDN3 RNASEK RNASEL RNF19B S100A1 SAFB2 SARDH SCNN1A SELENOW SERPINB1 SERPINE2 SHROOM1 SIRT3 SLC10A1 SLC16A2 SLC17A2 SLC22A25 SLC22A7 SLC25A15 SLC25A51 SLC26A3 SLC27A5 SLC2A5 SLC47A1 SLC6A12 SOCS7 SOD3 SPDEF SPPL2B SRR STAB2 STARD5 STK19 SUCLG2 SUFU SUGCT SULT1B1 SUOX SUSD4 SYNE2 TBC1D8 TCF21 TCF25 TERF2IP TEX12 TEX21P TFPT TGFB3 TGFBI TIMM9 TK1 TMEM63A TPRKB TRAF3IP2 TSHB TSPYL4 TTYH1 UGT2A3 UGT2B17 UGT3A2 UPP2 ZEB2 ZNF35 ZNF773 ZNF865 SHETH_LIVER_CANCER_VS_TXNIP_LOSS_PAM5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHETH_LIVER_CANCER_VS_TXNIP_LOSS_PAM5 ADAM3A AIPL1 AKR1E2 ALG2 AMOT APC2 AQR BMP15 BUD31 CABP1 CASTOR2 CCDC43 CCKBR CCR10 CD40 CD8A CEACAM7 CELA3B CHN1 CHST6 CIT CKLF CLGN CRYGS CTC1 DPPA2 DSC1 DTD2 ELAVL4 ELOVL4 EPYC FBXO33 FGD4 FJX1 FUT1 FZD3 GLIPR2 GPX6 HAND1 HHIP HLA-DOB IAPP IGBP1 IGF1R IGLV8-61 IL7 IP6K1 ITSN1 JAG1 KCND3 KCNJ4 KCNK4 KLK1 LAMC2 LDHC LDLRAD4 LRP2 MAPK13 MARK4 MCUB MIGA2 MITF MLPH MYH7 NAA11 NCAM1 NEIL3 NGFR NRK OPRD1 ORC2 OTUD7A PAPPA PAX9 PCDHB14 PI15 PKIB POLH RAB3IL1 RHOH RNF17 RUNX1 RWDD3 SEMA5A SLAMF1 SLC1A3 SLFN12L SMARCAD1 SMC1B SORCS2 SOWAHA SP4 SPOCK3 SPZ1 SRSF2 STK26 SYNCRIP TAF7L TBX2 TCF3 TLR4 TNFRSF13C TTI2 UBE2E3 ZBTB21 ZBTB45 ZNF474 ZPBP SHETH_LIVER_CANCER_VS_TXNIP_LOSS_PAM6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHETH_LIVER_CANCER_VS_TXNIP_LOSS_PAM6 AGPAT5 APLNR BAMBI CD93 CENPK CREB1 DBP DUSP7 ECT2 ELK4 FAM110A HDAC7 HMG20A ICOSLG IL1R2 KCNK10 KRTAP6-3 LARP6 LEPR LIPT2 MATN4 MED19 MKNK2 MLF1 MMP10 NCAN NFATC4 NGEF PDLIM5 PER2 PER3 PITPNM1 PLA2G4F PRCP PTPN21 RAB27B RAB33A RNF20 RRM2 RTN4R SEPTIN8 SIKE1 SOCS3 SPTLC2 SYT11 TAF1D TBC1D15 TEF TRIM24 TUBA3C UHRF1 USP12 USP2 USP9X WEE1 SHIN_B_CELL_LYMPHOMA_CLUSTER_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHIN_B_CELL_LYMPHOMA_CLUSTER_1 CCL3 CXCL9 DVL2 HELLS HOXD11 IFNG IL10 IRF1 MNX1 NOS2 PTCH2 RAD52 TCL1A SHIN_B_CELL_LYMPHOMA_CLUSTER_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHIN_B_CELL_LYMPHOMA_CLUSTER_2 AKT1 BMI1 BTG3 CCND2 DTX2 FANCA FOSB FZD6 GADD45B HES3 HOXA11 HOXC13 IRF4 IRF6 MBD1 MIB1 MXI1 MYC NCSTN PIK3CG POU2AF1 PRDM1 PRKCD PSEN2 RFNG SOCS2 STAT5A TNFSF13B TRAF3 VSX2 XBP1 SHIN_B_CELL_LYMPHOMA_CLUSTER_3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHIN_B_CELL_LYMPHOMA_CLUSTER_3 BCL2 CADM1 CBX5 CCND1 CCND3 CD86 CXCL13 CXCR6 FGR FZD1 HHEX ID2 IL18 IL2 IRAG2 JAK2 LCK LFNG LTB MAF NFATC1 NFKB1 NFKB2 TGFB1 TNFRSF1A TNFSF13 WNT5A ZEB2 SHIN_B_CELL_LYMPHOMA_CLUSTER_5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHIN_B_CELL_LYMPHOMA_CLUSTER_5 B2M BCL3 CDK4 CEBPB CIITA FGF4 GFI1 HMGB2 HOXA9 HOXD1 IFNA4 IL21 IL6 RAG2 RASGRF1 SOCS3 TNF VPREB1 SHIN_B_CELL_LYMPHOMA_CLUSTER_6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHIN_B_CELL_LYMPHOMA_CLUSTER_6 CDX4 HOXA1 HOXA7 ID3 IFNB1 IL1B LMO2 PTGS2 S100A8 SIX3 SOCS1 WNT1 SHIN_B_CELL_LYMPHOMA_CLUSTER_7 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHIN_B_CELL_LYMPHOMA_CLUSTER_7 APC BAD BCL6 CDKN1C DICER1 DKK4 DVL1 DVL3 GLI2 GSK3B IGF1R IL6ST MAX NOTCH3 NOTCH4 PML PTCH1 PTEN RARG RB1 STAT6 TEP1 TERT TRAF4 WNT4 XRCC3 ZFP36 SHIN_B_CELL_LYMPHOMA_CLUSTER_8 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHIN_B_CELL_LYMPHOMA_CLUSTER_8 CCNB1 CCNB2 CD38 CD80 CDK2 CHEK1 FANCG FAS FASLG GNAS H2AX HDAC1 ICAM1 IL15 IL1R2 IL21R IL2RA ITGAM LMO1 LYN MAFB MAFK MAPK3 MFNG NBN NFKBIA NFKBIB PSEN1 SMAD7 SNAI1 SOX4 SPI1 SPN STAT1 TNFRSF13C TYROBP WNT3A SHIN_B_CELL_LYMPHOMA_CLUSTER_9 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHIN_B_CELL_LYMPHOMA_CLUSTER_9 BCL11A CD19 CD40 CD79A CXCR5 GATA1 HMGB3 HOXA4 IKZF3 IRF8 MMP13 NKX3-2 PAX5 REL S100A9 SPIB TAL1 TLX1 WNT2 SHIPP_DLBCL_CURED_VS_FATAL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHIPP_DLBCL_CURED_VS_FATAL_DN ABCD1 ABCG1 BMAL1 BTN3A2 CAMK2G CDKN2A CITED2 FRMPD4 GAPDH GET3 GNS GSPT1 GTF2E1 GUCY2C HADHA IFRD2 IGHV5-78 IK JADE3 LCAT LIG1 LRPPRC MATN1 ME2 OVGP1 PDCD4 PDE4B POLR2C PRKCB RPL14 SLA SLC25A13 SLC2A5 SLC8A3 SLK SNRPD1 STAT1 STAT5B TBL3 TGIF1 TLE1 VEGFA ZNF212 ZNF274 SHIPP_DLBCL_CURED_VS_FATAL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHIPP_DLBCL_CURED_VS_FATAL_UP AKR1C1 AKT3 APLP1 ARC ATP2A1 CES1 CHRNA3 CLCNKB CTSE CYP4A11 DNAH12 DRP2 EYA3 FAAH FUT1 FXYD2 GATA1 GNA15 GPR12 HTR2B IGF2 ITGAD LTA MAP1B MLC1 MMP1 MYL4 NPTX2 NR4A3 NTF3 PRKCG RAB40AL RORA SELE SERPINB8 SLC11A1 SLC38A3 SOX4 ZNF91 SHIPP_DLBCL_VS_FOLLICULAR_LYMPHOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHIPP_DLBCL_VS_FOLLICULAR_LYMPHOMA_DN ACKR1 ANK2 ATRX CCL14 CCL21 CD101 CD180 CD3D CD3E CD40LG CD69 CIRBP CLU CSN2 CSRP2 DNASE1L3 GLIPR1 GPR18 HES1 HSPA1L INPP1 ITGA4 LY9 MEF2C PDCD1 PIK3IP1 PMCH POU6F1 RAPSN RHOH SELENOP ST8SIA1 STX16 TCEAL1 TCF20 TNFRSF25 TRAF5 TRBC1 TRIB2 TSC22D3 TXK TXNIP WWP1 ZMYND11 ZNF141 SHIPP_DLBCL_VS_FOLLICULAR_LYMPHOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHIPP_DLBCL_VS_FOLLICULAR_LYMPHOMA_UP ALDOA ATIC BCL2A1 CCNB1 CCT3 CCT5 CDKN3 CENPA CLTA CTSD DLGAP5 ENO1 EXOSC7 GM2A HCK HMGA1 HSP90AA1 HSP90AB1 HSPD1 IDH2 IFI30 IMPDH2 KPNA2 LDHA LGALS3 MCM7 MELK MIF MTHFD2 NME1 P4HB PFKP PGAM1 PKM PLOD1 PRDX1 PSMC1 PSME2 SAT1 SLC1A5 SLC29A1 SNRPB TFRC THOP1 TRAP1 SHIRAISHI_PLZF_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHIRAISHI_PLZF_TARGETS_DN ARHGDIG CACNG7 CALB1 CHRNA10 NET1 PBX1 RGS6 SERPINH1 TMEM107 SHIRAISHI_PLZF_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHIRAISHI_PLZF_TARGETS_UP CIR1 FEZ1 KLF9 NFS1 OAS3 OSMR PHLDA2 PNKP PRICKLE3 ZBTB32 SHI_SPARC_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHI_SPARC_TARGETS_DN AHR BBC3 HILPDA ITGB2 KIT MAP3K8 MAPK15 PPP5C RAB40B SEMA3B SPARC SPARCL1 TP53TG3 SHI_SPARC_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHI_SPARC_TARGETS_UP ABL2 ADAMTS13 AHRR ANKRD11 ARHGAP23 ARHGEF5 DDIT3 GADD45B MDM2 MME MMP1 MRRF MZB1 PIK3R1 PPP1R15A PPP1R3C PRKCB RAB27B RAB2B SEMA3C SEMA4F SEMA6A SEMA6D TGFBR2 SILIGAN_BOUND_BY_EWS_FLT1_FUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SILIGAN_BOUND_BY_EWS_FLT1_FUSION ADCY1 ANKS1B ARNT2 CCRL2 CCSER1 CDH13 CHL1 CNGB3 COP1 CYP4A11 DPP9 ERC1 FHIT GALNT10 GRIA3 GRID1 HESX1 HEY1 HS6ST3 KCNAB1 LRP1B LTF ME1 MTDH NEK1 NEO1 NFIL3 NR5A2 NSMCE2 PAPPA PDE10A PIP5K1B POPDC2 PTPN4 PTPRD RBSN RIT2 SYTL5 TNFRSF10B TNRC6A TRIM58 UVRAG WWP2 XPR1 ZBBX ZFAT SILIGAN_TARGETS_OF_EWS_FLI1_FUSION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SILIGAN_TARGETS_OF_EWS_FLI1_FUSION_DN ASIC2 ASNS CDC14B CDK14 CLASP2 CNTNAP2 DLG2 GTF2E2 IDH3B LRBA NOP56 PCCA POT1 RFC1 SLC2A5 SSR3 STYXL1 TBL1X SILIGAN_TARGETS_OF_EWS_FLI1_FUSION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SILIGAN_TARGETS_OF_EWS_FLI1_FUSION_UP ATP1B1 CDK7 KAZN LIMS1 LIPA MDH2 NAA35 NCAM1 NPY PCLO RHOBTB3 RIC1 TAOK1 TCF12 VGF SIMBULAN_PARP1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SIMBULAN_PARP1_TARGETS_DN CCNA2 CCNB1 CCNB2 CDC20 DNMT1 H2AC8 HMGB2 IGFBP5 PCNA PRIM1 RANGAP1 SERPINH1 SET SPP1 STMN1 TAGLN2 UBE2S SIMBULAN_PARP1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SIMBULAN_PARP1_TARGETS_UP AK1 ANXA3 APP CAV1 CCN3 CCND1 CCND2 CCNG1 CD81 CDKN1A COL4A5 COL8A1 CTTN DCN EEF2 ELN FGF7 FST GPX3 IGFBP4 IGFBP6 MDM2 MFAP5 MGP PRRX2 S100A6 SERPINE2 TIMP2 TIMP3 TINAGL1 SIMBULAN_UV_RESPONSE_IMMORTALIZED_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SIMBULAN_UV_RESPONSE_IMMORTALIZED_DN AHNAK CALD1 CCND1 CDH3 DDX21 DUSP7 EGFR EMP1 EREG FN1 ID1 IGF1R ITGA2 ITGA6 JAK1 LAMA3 MYC NAP1L1 NBN PLEC PRKAR1A PTP4A1 RDX ROCK1 RRM2 SEMA3C SF3A2 TACC1 THBD THBS1 TOP2B SIMBULAN_UV_RESPONSE_NORMAL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SIMBULAN_UV_RESPONSE_NORMAL_DN ADRB2 AHNAK CCNF CDH1 CNBP DUSP7 EGFR EMP1 ENC1 FAT2 GADD45B GRB7 HAS2 ID1 ITGA6 ITGB4 MARCKS MCL1 MN1 MYC PHLDA1 PIP4K2B PLEC POLR2A PRRC2C PTP4A1 RBMS1 RBPMS SF3A2 TACC1 THBS1 TP63 VEGFA SIMBULAN_UV_RESPONSE_NORMAL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SIMBULAN_UV_RESPONSE_NORMAL_UP CXCL2 CXCL3 CXCL8 EFNA1 ID2 IFI27 IL6 POLR2J TNFSF9 SINGH_NFE2L2_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SINGH_NFE2L2_TARGETS ABCC1 ABCC2 G6PD GCLC GCLM GRK6 GSR GSTM4 HMOX1 ME1 NQO1 PRDX1 TXN TXNRD1 SLEBOS_HEAD_AND_NECK_CANCER_WITH_HPV_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SLEBOS_HEAD_AND_NECK_CANCER_WITH_HPV_UP ABCA17P ACTL6A ALG6 ASS1 C5orf34 C9orf40 CDC7 CDKN2A CDKN2C CELSR3 CENPK CENPW CRYGS CXCL17 DHFR DNAJC13 EHHADH EIF2B5 EZH2 FAM111B FMR1 GK5 HAUS5 HES1 HLTF HS6ST2 INPP5B KCNS1 KIF15 LIG1 LINC01305 MAJIN MCM2 MCM6 MEI1 MEIS1 MLH1 MSL2 MYNN NDUFB5 NEFH NEPRO NEXMIF NMU NR1D2 NR2C2AP NUP210 PDCD10 POLR2H PRPF38A RAD18 RAP2B RFC4 RIBC2 RMI1 RMI2 RNF168 RNF32 RPA2 SDHAP4 SENP5 SLF1 SLFN13 SOWAHA SPICE1 SYCE2 SYNGR3 TAF7L TCAM1P TFDP2 TMEM41A TOPBP1 USP1 WDR53 WEE1 WNK3 YBX2 ZFR2 ZPBP2 SMID_BREAST_CANCER_BASAL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMID_BREAST_CANCER_BASAL_DN AAGAB AAMDC ABAT ABCA12 ABCA3 ABCA8 ABCB1 ABCC3 ABCC6 ABCC8 ABCG1 ABLIM3 ACACA ACACB ACADSB ACKR1 ACKR3 ACOX2 ACSL3 ACSM5 ADCY1 ADCY9 ADGRB2 ADH1B ADIPOQ ADIRF ADRA2A AFP AGL AGR2 AGTR1 AHNAK AK5 AKR7A3 ALB ALCAM ALDH1A1 ALDH3B2 ALDH4A1 ALG12 ALG8 ALOX15B AMDHD2 AMIGO2 ANG ANO1 ANOS1 ANXA9 AOX1 APBB2 APOD APPBP2 AQR AR AREG ARHGAP32 ARHGAP35 ARL3 ARMT1 ASAH1 ASCL1 ASPA ASPH ASPN ASTN2 ATP1A2 ATP2A3 ATP7B ATP8A1 ATP8A2 ATRNL1 AZGP1 B9D1 BAIAP3 BATF BBS4 BCAM BCAS1 BCAS4 BCL2 BEX1 BIK BLVRA BLVRB BMERB1 BMI1 BMP4 BMPR1B BRINP2 BRINP3 BTG2 C14orf132 C1QTNF3 C1orf21 C2CD2L C3orf14 C3orf52 C4A CA12 CACNA1D CACNA1H CACNA2D2 CACNA2D3 CACNG1 CACNG4 CAMK2B CAMK2N1 CAMP CANT1 CAPN9 CASD1 CATSPERB CBFA2T3 CCDC106 CCDC170 CCL14 CCN5 CCND1 CCNG2 CCNO CD36 CDK12 CDS1 CEACAM5 CEACAM6 CELSR1 CERS4 CERS6 CFAP45 CFAP69 CFB CFD CHAD CHN2 CHRD CHST1 CILP CITED1 CLBA1 CLCA2 CLDN5 CLEC3B CLGN CLSTN2 CNR1 CNTNAP2 COG7 COL14A1 COL4A5 COL4A6 COMP COQ4 COQ7 CPA3 CPB1 CPD CPE CRAT CREB3L1 CRIP1 CRIP2 CRISP3 CROT CRY2 CSAD CSF3R CST3 CST5 CX3CR1 CXCL12 CXCL14 CXXC4 CYB561 CYB5A CYBRD1 CYP21A2 CYP26A1 CYP2A6 CYP2B6 CYP2B7P CYP2E1 CYP4B1 CYP4F8 DACH1 DCAF10 DCLK1 DCN DCXR DDO DENND1B DEPTOR DGKD DGLUCY DHCR24 DHRS2 DIO1 DLG3 DLG5 DNAAF1 DNAAF11 DNAI7 DNAJC1 DNAJC12 DNALI1 DNMBP DPT DUSP4 DUSP5 DUSP6 DZANK1 DZIP3 ECM1 EEF1A2 EFCAB2 EFHC1 EGR3 ELAPOR1 ELF1 ELOVL2 ELOVL5 EMCN ENPP1 ENTPD3 EPHA3 EPHX2 EPOR EPS8L1 ERBB2 ERBB3 ERBB4 ERLIN2 ESR1 ESRRG EVA1B EVL EXOC7 F13A1 F7 FAAH FABP4 FAH FAIM2 FAM110B FAM131B FAM174B FAM234B FAM83E FASN FAXDC2 FBLN1 FBP1 FBXL7 FCER1A FCMR FDXR FGB FGFR3 FGG FLRT3 FMO5 FOSB FRY FUT8 G6PC3 GALNT10 GALNT6 GALNT7 GAMT GASK1B GATA2 GATA3 GATB GDF15 GFRA1 GGT1 GJA1 GJA4 GLRB GNA14 GNG13 GNMT GOLGA2P5 GP2 GPC1-AS1 GPC3 GPD1 GPD1L GPRC5A GPRC5C GREB1 GREB1L GRIA2 GRP GSE1 GSTM3 GSTT2 GSTZ1 GTF2H2C GUSBP14 HBA1 HCFC1R1 HDAC11 HEATR6 HEBP1 HEMK1 HGD HGF HHEX HIGD1B HMGCS2 HNMT HOXB2 HOXB6 HPGD HPN HPX HSDL2 HSPA2 HSPB1 HSPB8 ICA1 IFT122 IFT140 IGF1 IGF1R IGFBP4 IKBKB IL20RA IL33 IL6ST INPP4B INPP5J IQGAP2 IRS1 IRX5 ISYNA1 ITGA7 ITGBL1 ITM2A ITPR1 IVD JMJD7-PLA2G4B KAT6B KAZALD1 KCNAB1 KCND3 KCNE4 KCNJ3 KCNMA1 KCTD3 KDM4B KIAA0040 KIAA0319L KIF13B KIF16B KIF5C KMO KRT18 KRT19 KRT8 LAMP5 LDLRAD4 LEP LGALS8 LIAS LIN7A LINC01949 LINC02913 LIPE LMF1 LONP2 LRBA LRIG1 LRRC17 LRRC31 LRRN3 MACIR MAGED2 MAK MAN1A1 MAN1C1 MAOA MAP3K12 MAP9 MAPT MAST4 MATN3 MCCC2 MCF2L MDM1 MED13L MED24 MEGF9 MEOX2 METRN MFAP4 MFAP5 MIPEP MISP MKNK2 MLPH MMP17 MON2 MREG MRPS30 MS4A2 MSL1 MSMB MSX2 MTARC1 MTUS1 MUC1 MUC6 MYB MYH11 MYO6 MYT1 MZF1 N4BP2L2 NADSYN1 NAIP NAT1 NAT2 NAV3 NBEA NCOA3 NEBL NEDD4L NELL2 NF1 NFIA NHERF1 NKAIN1 NME3 NME5 NOVA1 NPDC1 NPIPB3 NPY1R NQO1 NR2F1 NR4A2 NRIP1 NTRK2 NUCB2 NUDT4 OGN OLFML3 OMD PAMR1 PAN2 PATJ PAX2 PBLD PBX1 PCBP2 PCDHA9 PCK1 PCLO PCSK5 PCSK6 PDCD4 PDGFD PDS5B PDZK1 PEX11A PGAP3 PGGHG PGR PIDD1 PIERCE1 PIEZO2 PIP PLA1A PLA2G10 PLAAT2 PLAAT3 PLAAT4 PLAT PLCL1 PLEKHF2 PLIN1 PLXNB1 PNMT PNPLA2 PNPLA4 POLD4 POLM PPDPF PPIP5K1 PPP1R3C PRKACB PRLR PRSS23 PSD3 PTGER3 PTHLH PTK6 PTP4A2 PTPRN2 PTPRT PVALB QDPR RAB11FIP1 RAB17 RAB26 RAB27B RAB38 RABEP1 RAI2 RALGPS1 RALGPS2 RAPGEF3 RAPGEFL1 RARA RASSF1 RBM19 RBM47 RBP4 RDH16 REEP1 REEP5 REPS2 RET RETREG1 RGS11 RGS5 RHBDL1 RHOB RHOH RMND1 RNASE4 RND1 RNF41 RPS20P22 RTN1 SCCPDH SCD SCGB1D2 SCGB2A2 SCGN SCNN1A SCUBE2 SEC14L2 SELENBP1 SELENOP SEMA3B SEMA3C SEMA3G SEPTIN8 SERHL SERHL2 SERPINA5 SERPINA6 SERPINI1 SFRP4 SGK3 SGSH SH3BGRL SIDT1 SIGIRR SIGLEC15 SIL1 SIX1 SLC16A6 SLC18A2 SLC19A2 SLC1A1 SLC1A4 SLC22A18 SLC24A1 SLC26A3 SLC27A2 SLC2A10 SLC2A8 SLC35E3 SLC38A1 SLC39A6 SLC44A4 SLC48A1 SLC49A3 SLC4A7 SLC4A8 SLC6A4 SLC7A8 SLC9A1 SLIT3 SMPD3 SNCG SNED1 SNHG14 SNPH SNX1 SOCS2 SORD SORL1 SPAG16 SPARCL1 SPATA7 SPDEF SPHK2 SPRR3 SPTLC2 SREBF1 SRI SSH3 SSTR2 ST6GALNAC2 STARD3 STAU2 STC2 STK32B STK39 STS SUPT6H SVEP1 SYBU SYT1 SYT17 SYTL2 TAT TBC1D19 TBC1D30 TBC1D9 TBX3 TCEAL4 TCN1 TESMIN TFAP2B TFF1 TFF3 TFPI2 THBS4 TIMP4 TJP3 TK2 TKFC TM7SF2 TMC5 TMEM101 TMEM143 TMEM265 TMEM30B TNFSF10 TNIK TNNT1 TNXA TOB1 TOM1L1 TOX3 TP53TG1 TPPP3 TPSAB1 TRAF5 TRAK1 TREM2 TRGC1 TRIL TRIM3 TRIM36 TRIM68 TSKU TSPAN1 TSPAN13 TSPAN8 TTC12 TTC39A TTC9 TUBA3E UBA7 UBL3 UCN UCP2 UGCG UGDH UGT2B11 UGT2B15 UNC119 VAV3 VIPR1 WIPF2 WWOX WWP1 XIST XRCC4 YIPF6 ZBTB16 ZBTB18 ZCCHC24 ZMYND8 ZNF329 ZNF385D ZNF43 ZNF446 ZNF552 ZNF587 ZNF652 ZNF839 ZNF91 ZSCAN18 SMID_BREAST_CANCER_BASAL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMID_BREAST_CANCER_BASAL_UP ACAN ACP1 ACTA1 ACTG2 ACTL8 ACTN1 ADAM17 ADCY2 ADD2 ADGRG2 ADGRG6 ADM ADORA2B AGBL5 AK2 AMD1 ANGPT1 ANGPTL4 ANP32E ANXA3 ANXA8 APBA2 APOBEC3A APOBEC3B AQP5 AQP9 ARHGEF9 ARL4C ARNT ARPC4 ART3 ARTN ASNS ASPM ATAD2 ATP11A ATP13A3 BACE2 BAG2 BARX1 BBOX1 BCL11A BCL2A1 BIRC5 BMAL2 BOP1 BTG3 BUB1 BYSL C16orf95 CA5BP1 CA6 CA9 CACNA1A CALB2 CALD1 CALML5 CALU CAND2 CAPN6 CBS CCDC88A CCKBR CCL18 CCL2 CCL20 CCL5 CCL7 CCL8 CCN2 CCNA2 CCNB2 CCNE1 CD24P2 CD24P4 CD38 CD44 CD59 CDC20 CDC25A CDC42EP1 CDC45 CDC5L CDCA3 CDCA8 CDH19 CDH2 CDH3 CDK1 CDKAL1 CDKN2A CDT1 CDYL CEACAM1 CENPA CENPE CENPF CENPN CEP170 CEP55 CHAC1 CHAF1A CHAF1B CHEK1 CHI3L1 CHI3L2 CHML CHODL CHRM3 CHST11 CHST3 CLCN4 CLDN1 CLDN10 CLEC7A CLIC4 CLIP4 CNN3 COCH COL11A2 COL2A1 COL4A2 COL9A3 COTL1 CP CRABP1 CRLF1 CRYAB CSPG4 CSRP2 CTAG1B CTSV CWH43 CX3CL1 CXADR CXCL1 CXCL10 CXCL11 CXCL5 CXCL8 CYB5R2 CYP26B1 CYP39A1 DBN1 DCPS DCX DDIT4 DDX17 DEFB1 DENND2A DEPP1 DKC1 DKK1 DLAT DLGAP5 DLX5 DMRT1 DNAH17 DNAJB4 DNAJC6 DNM3 DSC2 DSC3 DSG1 DSG2 DSG3 DUOX1 DUSP9 DYNC1I1 DZIP1 E2F3 ECHDC1 EDN1 EDN2 EGFL6 EGFR ELF4 ELF5 ELN ELOVL4 EMC1 EN1 ENO1 EPB41L2 EPHB3 EPHX3 EPRS1 EXO1 EXTL1 FABP5 FABP7 FAM107A FAM171A1 FANCA FAT1 FAT2 FBXO17 FERMT1 FGF9 FGFBP1 FLNA FNDC3B FNDC4 FOLH1 FOLR1 FOSL1 FOXC1 FOXD1 FOXM1 FSCN1 FUT9 FXYD5 FZD7 FZD9 GABBR1 GABBR2 GABRP GAL GALNT12 GALNT14 GART GATA6 GBP1 GDI2 GGH GJB3 GJC1 GLDC GLS GMDS GPM6B GPR161 GPR19 GPR37 GPRC5B GPSM2 GSTA1 GSTP1 GTSE1 H2BC12L HACD1 HAPLN1 HBEGF HELLS HEPH HLA-G HMGA1 HNRNPU HOMER3 HOXA9 HPSE HRK HS3ST1 HSPA4L HSPA6 HSPB2 HTN1 HYAL1 ICAM1 ID4 IDO1 IFI16 IFIH1 IFNAR2 IFRD1 IGF2BP2 IGF2BP3 IGHG1 IGHV1-69 IGHV3-23 IGHV3-33 IGHV3-7 IGHV4-34 IGHV4-61 IGKV1D-13 IGKV1D-17 IGKV1D-37 IGKV1D-39 IGKV1OR1-1 IGKV1OR2-108 IGKV2D-28 IGLC2 IGLL3P IGLV2-14 IGLV3-10 IL12RB2 IL1R2 IL27RA IL32 ILRUN IMPA2 INAVA ING1 IQCG IRX4 ISG20 ITGA6 ITGB8 ITM2C ITPKB JRKL KCNG1 KCNK5 KCNN4 KCTD14 KHDRBS3 KIF18B KIF1A KIFC1 KIRREL1 KIT KLF5 KLF6 KLHL24 KLHL7 KLK10 KLK5 KLK6 KLK7 KLK8 KRT14 KRT15 KRT16 KRT17 KRT23 KRT4 KRT5 KRT6A KRT6B KRT81 KRT83 L1CAM LAD1 LALBA LAMB3 LAMC2 LAMP3 LBR LCN2 LDHB LEFTY2 LGALSL LGR5 LHX2 LMO4 LOX LRFN4 LRP12 LRP8 LTBP1 LY6D LYN LYPD1 LZTS3 MACROH2A2 MAGEA2 MAGEA3 MAGEA4 MAGEA9 MAGED4B MAGOH MALL MAP2 MAPK8 MARCO MCF2L-AS1 MCM10 MCM2 MCM4 MCM5 MCM7 MCOLN3 MDC1 MDFI MEAK7 MELK MET MFAP2 MFGE8 MIA MICALL1 MID1 MKI67 MLC1 MLLT10 MLLT11 MMP1 MMP12 MMP14 MMP7 MOB3B MOCOS MPZL2 MRAS MRPS12 MSH6 MSLN MSN MT1X MTAP MTMR2 MUC16 MYBL1 MYBL2 MYC MYLK MYO10 NAP1L1 NCALD NCAM1 NCAN NCAPH NDC80 NDRG1 NDRG2 NDUFA4L2 NEFH NEK2 NES NFE2L3 NFIB NFIL3 NFIX NKX2-5 NMU NPR3 NPTX2 NR6A1 NRTN NSD2 NT5DC2 NUDT1 NUDT11 NUP93 NUSAP1 NXN OBP2B OCA2 ODAM ODC1 OGFRL1 ORC1 P3H2 PADI2 PAK1IP1 PALS2 PART1 PAX6 PBK PCDHB3 PCOLCE2 PCP4 PCSK1N PDAP1 PDE9A PDGFRA PDK1 PDPN PDXK PDZK1IP1 PEG10 PEG3 PELI1 PERP PFKP PFN2 PGBD5 PHGDH PI3 PKP1 PLA2G4A PLAAT1 PLAGL1 PLCB4 PLCH1 PLEKHB1 PLIN2 PLOD2 PLSCR1 PML POU5F1 PPM1E PPP1R14B PRAME PRDM13 PRELP PRG2 PRKCA PRKD3 PRKX PRKY PROM1 PRRX2 PRSS16 PSAT1 PTGFR PTGS2 PTK7 PTP4A3 PTPN14 PTPRZ1 PTTG1 PTX3 PVR PXDN PYGB QKI QPCT RAB23 RAB6B RAD21 RAD51AP1 RAD54L RAP2A RARRES1 RASA2 RASAL1 RBMS1 RBP1 RCAN1 REG1A RGS2 RGS20 RIPK4 RMND5A RND3 ROPN1 RPL39L RRAGD RRAS2 RTP4 RUNX3 RYR1 S100A1 S100A10 S100A2 S100A4 S100A6 S100A8 S100A9 S100B SCHIP1 SCRG1 SDC2 SERPINB2 SERPINB3 SERPINB4 SERPINH1 SET SFN SFRP1 SHCBP1 SHOX2 SIGMAR1 SIK1 SIM1 SIX3 SKP2 SLAMF8 SLC15A1 SLC16A1 SLC25A37 SLC26A2 SLC27A6 SLC2A3 SLC2A6 SLC34A2 SLC43A3 SLC6A14 SLC6A15 SLC7A5 SLPI SMCO4 SMPDL3B SNTB1 SOCS3 SOD2 SOSTDC1 SOX10 SOX11 SOX15 SOX9 SPIB SPP1 SRD5A1 SSRP1 ST3GAL6 ST8SIA1 STEAP1B STIP1 STXBP6 SUSD5 SYNCRIP SYNM TAGLN2 TAP1 TBX19 TCEAL2 TCF7L1 TCP11L1 TDRD12 TEAD4 TFCP2L1 TFDP1 TFF2 THEMIS2 TIMM44 TM4SF1 TMCC2 TMEFF1 TMEM100 TMEM158 TMEM45A TMSB15A TMSB15B TNFRSF11B TNFRSF21 TNNI2 TOX TP53 TPM2 TPX2 TRA2B TREM1 TRIM2 TRIM29 TRIP13 TSN TSPYL5 TTK TTLL4 TTYH1 TUBB2A TUBB2B TUSC3 TXNL4A TYMS UBE2E3 UBE2S UCHL1 UCK2 UGT8 UPP1 VASH2 VEGFA VGLL1 VLDLR VNN1 WARS1 WIF1 WNT5B WNT6 WWTR1 YBX1 YBX3 YES1 YWHAE YWHAZ ZIC1 ZNF124 ZNF532 ZNF750 SMID_BREAST_CANCER_ERBB2_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMID_BREAST_CANCER_ERBB2_DN FGFR2 GABRP NPY1R PMAIP1 SOX10 SMID_BREAST_CANCER_ERBB2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMID_BREAST_CANCER_ERBB2_UP ABCA12 ABCC2 ABCC3 ABCC6 ACE2 ACSL1 AKR1B10 ALCAM ALDH3B2 ALDH4A1 ANP32A APOD AQP3 AR ASPH ASS1 ATP2C2 BIK BLTP2 BRINP3 C2orf72 CAMP CATSPERB CD164 CD24P4 CD46 CDK10 CDK12 CEACAM6 CLCA2 CLIC3 CORO1B CPD CRISP2 CRISP3 CRYBG1 CYB561 DDC DUSP6 EFNA3 EIF5A ELL2 EPYC ERBB2 FA2H FAIM2 FASN FFAR2 FGB FGG FUT3 G6PD GALNT6 GCAT GGT1 GOT1 GRB7 GSDMB GSE1 HMGCS2 HPX IGF2R IGHV3-23 IGHV3-7 IGHV4-61 IGKV1D-13 IGKV1D-17 IGKV1D-37 IGKV1D-39 IGKV1OR2-108 IGKV3-20 IGKV4-1 IGLC2 IL13RA1 ITGB6 KIAA0319L KMO KRT24 KYNU LAMA4 LBP LDLR LPCAT3 LRP1 LRRC31 MAB21L4 MED1 MED24 MMP15 MPHOSPH6 MUC1 NCOA3 NOL3 NQO1 NUDT4 NVL ORM2 P4HB PADI3 PAPSS2 PEX11A PGAP3 PIP PLEKHA6 PLPBP PNMT PPP1R10 PRMT7 PRODH PSMD3 QPRT RRP7A S100A7 S100A8 S100A9 SCD SCGB1D2 SCGB2A2 SCNN1A SEC24D SEPTIN8 SERHL SERHL2 SLC12A1 SLC2A10 SLC37A1 SLC44A4 SLPI SNPH SPTLC2 SQSTM1 SRPK3 SRSF6 STARD3 SUPT6H TFAP2B TM7SF2 TMC5 TMED2 TMPRSS2 TRAF4 TRIM3 TRPM4 TRPV6 TSKU TSPAN1 TSPAN8 UBE2M UCP2 UGT2B11 WIPF2 WWC2 SMID_BREAST_CANCER_LUMINAL_A_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMID_BREAST_CANCER_LUMINAL_A_DN ANP32E CCNE1 CDC20 CDC45 CDCA3 CDCA8 CENPN DKC1 KRT16 LRP8 MYBL2 NCAPH NDC80 SLC7A5 TOP2A TPX2 TTLL4 VGLL1 SMID_BREAST_CANCER_LUMINAL_A_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMID_BREAST_CANCER_LUMINAL_A_UP ABCA8 ADH1B ADIPOQ ADIRF ADRA2A AREG ARMT1 ASPN ATP1A2 ATRNL1 BTG2 C1orf21 CCN5 CFD CHRDL1 CIDEC CILP COL14A1 CPA3 CXCL14 CYP4B1 DHRS2 DPT DUSP1 ELOVL2 ENPP2 ESR1 F13A1 FABP4 FAXDC2 FBLN1 FHL1 FOSB G0S2 GFRA1 GPD1 HBB HLF HMGCS2 HOXB2 HOXB6 IGF1 ITGA7 ITIH5 LAMA2 LAMP5 LEP LEPR LIPE LMOD1 LRRC17 MAOA MAP3K12 MFAP4 MYB MYH11 NAT1 NKX3-1 OGN OMD PCSK5 PDCD4 PGR PLIN1 PNMA2 PPARG PSD3 PTGER3 PTHLH PTN RAI2 RBP4 RTN1 RUNX1 SCUBE2 SFRP4 SLC26A3 SPTAN1 STC2 SVEP1 TAT TIMP4 TNN TNXA ZBTB16 SMID_BREAST_CANCER_LUMINAL_B_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMID_BREAST_CANCER_LUMINAL_B_DN ABCA8 ABCC2 ABCC4 ACADL ACAP1 ACE2 ACKR1 ACTG2 ADAMDEC1 ADAMTS1 ADCY2 ADD2 ADD3 ADGRF5 ADGRG2 ADGRG6 ADH1B ADM AKR1B10 AKR1C1 ALDH1A1 ALDH1A3 AMD1 ANGPT1 ANGPTL4 ANK2 ANP32E ANXA1 ANXA3 ANXA8 APBA2 APOD APP AQP1 ARHGAP25 ARL4C ART3 ASS1 B3GNT3 BACE2 BAG2 BANK1 BBOX1 BCL11A BCL11B BCL2A1 BIN1 BIN2 BIRC3 BTN3A2 C1S C3 C7 CA9 CALB2 CALD1 CALML5 CAPN6 CAV1 CAV2 CCL13 CCL14 CCL18 CCL19 CCL2 CCL20 CCL21 CCL5 CCN1 CCN2 CCN3 CCR2 CCR7 CD19 CD1C CD1E CD2 CD247 CD24P4 CD27 CD37 CD38 CD3D CD3G CD48 CD52 CD69 CD7 CD79A CD79B CD96 CDH3 CDKN1C CDKN2A CFI CH25H CHAC1 CHI3L1 CHI3L2 CHODL CHRDL1 CHRM3 CHST3 CHST7 CLCA2 CLCN4 CLDN1 CLDN8 CLEC10A CLEC4A CLIC2 CLIC3 CLIC4 COL14A1 COL4A2 COL9A3 CORO1A COTL1 CR2 CRABP1 CRLF1 CRYAB CRYBG1 CSF2RA CSGALNACT1 CSRP2 CTSC CTSW CX3CL1 CXCL1 CXCL10 CXCL11 CXCL12 CXCL2 CXCL8 CXCL9 CYBA CYP1B1 CYP26B1 CYP39A1 CYRIA CYTIP CYTL1 DCN DEFB1 DEPP1 DKK1 DLK1 DLX5 DMD DNAJB4 DNM3 DOCK2 DPT DSC2 DSC3 DSG3 DST DTNB-AS1 DTX4 DZIP1 EDN1 EDN2 EFEMP1 EGFL6 EGFR ELF5 ELN EMCN EN1 ENPP2 EPB41L2 EXTL1 FABP5 FABP7 FAM107A FAM171A1 FAS FAT1 FBLN1 FBLN2 FBLN5 FBXO17 FCER1A FERMT1 FERMT2 FHL1 FHOD3 FLNA FMO2 FNDC3B FNDC4 FOLH1 FOLR1 FOXC1 FOXO3 FRZB FSCN1 FYN FZD7 GABBR1 GABBR2 GABRE GABRP GAD2 GAL GALNT12 GALNT3 GBP1 GEM GIMAP5 GJB3 GLIPR1 GNLY GPM6B GPR161 GPR171 GPR18 GPR183 GPR19 GRAMD2B GRB14 GSDMB GSTA1 GSTP1 GUCY1A1 GUSBP11 GZMA GZMB GZMH GZMK HACD1 HBA1 HBB HLA-DOB HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB4 HLA-G HOXA5 HOXA9 HSD17B2 HSPB2 ICAM1 ICAM2 ICOS ID1 ID4 IDO1 IFI16 IGF1 IGF2 IGF2BP2 IGF2BP3 IGFBP3 IGHA1 IGHD IGHG1 IGHM IGHV1-69 IGHV3-21 IGHV3-23 IGHV3-33 IGHV3-47 IGHV3-7 IGHV4-34 IGHV4-61 IGKC IGKV1D-13 IGKV1D-17 IGKV1D-37 IGKV1D-39 IGKV1OR1-1 IGKV1OR2-108 IGKV2D-28 IGKV3-20 IGKV4-1 IGLC2 IGLL3P IGLV2-14 IGLV3-10 IGLV3-19 IGLV3-25 IL12RB2 IL1R2 IL21R IL27RA IL2RG IL32 IL33 IL6 IL7R IMPA2 INAVA IRAG2 ISG20 ITGA6 ITGA7 ITGB7 ITK ITM2A ITM2C JCHAIN JRKL KCNG1 KCNK5 KCNN4 KHDRBS3 KIT KLF5 KLF6 KLK10 KLK5 KLK6 KLK7 KLRB1 KLRC1 KLRK1 KRT14 KRT15 KRT16 KRT17 KRT23 KRT5 KRT6A KRT6B KRT7 KRT81 KRT86 KYNU L1CAM LAD1 LAMB3 LAMP3 LBP LBR LCK LCN2 LDHB LEPR LGALS2 LGALS7 LILRA4 LMO4 LPL LTB LTBP1 LTF LY6D LY9 LYN LYVE1 LYZ MALL MAP1B MAP4K1 MAPRE2 MARCO MCM5 MEAK7 MEOX2 MET MFAP2 MFAP4 MFGE8 MIA MICAL3 MICALL1 MID1 MME MMP1 MMP14 MMP3 MMP7 MPPED2 MPZL2 MRAS MRC1 MS4A1 MSN MT1F MT1M MT1X MUC16 MYCN MYH11 MYLK MZB1 NCF1 NDRG1 NDRG2 NES NFIB NFIL3 NFKBIL1 NINJ2 NKG7 NKX2-5 NLRP1 NMU NNMT NPR3 NPTX2 NSG1 NUDT11 NUP93 ORM2 P2RX5 P2RY14 PADI2 PALS2 PAMR1 PAPSS2 PAX6 PCOLCE2 PDE9A PDGFRA PDPN PDZK1IP1 PECAM1 PELI1 PERP PFKP PGBD5 PGRMC1 PHGDH PI3 PIK3CD PKP1 PLA2G2A PLA2G4A PLAAT1 PLAC8 PLAGL1 PLCH1 PLIN1 PLPP3 PLSCR3 PLTP PML POU2AF1 PPP1R16B PPP1R1A PRELP PRKCB PRKD3 PRKX PROM1 PROS1 PRRX2 PSAT1 PTCH1 PTGER4 PTGFR PTGIS PTGS2 PTK7 PTN PTP4A3 PTPN22 PTPRC PTPRCAP PTPRZ1 PTX3 PVRIG RAB23 RAC2 RARRES1 RASGRP2 RBMS1 RBP4 RCAN1 RGCC RGS2 RIPK4 RIPOR2 RND3 ROPN1 RRAGD RRAS2 RUNX3 RYR1 S100A1 S100A2 S100A7 S100A8 S100A9 S100B SAA1 SAT1 SCRG1 SEL1L3 SELE SELL SERPINE2 SERPING1 SERPINH1 SFN SFRP1 SFRP4 SH2D1A SHOX2 SIT1 SLC16A1 SLC25A37 SLC2A3 SLC34A2 SLC43A3 SLC6A14 SLC6A15 SLPI SMCO4 SNCAIP SOD2 SOSTDC1 SOX10 SOX11 SPIB SRD5A1 SRGN SRPX ST8SIA1 STAP1 STEAP1B STK10 STXBP6 SV2B SVEP1 SYNGR1 SYNM TAGLN TAP1 TBX19 TCEAL2 TCF7L1 TCF7L2 TCL1A TDO2 TET3 TFPI TIE1 TM4SF1 TMEM100 TMEM158 TMEM45A TMSB15A TNC TNFAIP3 TNFAIP8 TNFRSF11B TNFRSF17 TNFRSF21 TNFRSF4 TNNI2 TNXA TRAC TRAF3IP3 TRAT1 TRBC1 TRBC2 TRDC TRIM2 TRIM29 TSPAN8 TTLL4 TTYH1 UBE2E3 UGT8 VCAM1 VCAN VGLL1 VNN1 VNN2 VPREB3 WARS1 WIF1 WLS WNT6 WTAP WWTR1 XCL1 YBX1 YBX3 ZAP70 ZIC1 ZNF532 SMID_BREAST_CANCER_LUMINAL_B_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMID_BREAST_CANCER_LUMINAL_B_UP ABAT ABCA3 ABCC8 ACADSB ACOX2 AGL AGR2 AGTR1 ALG8 AMIGO2 ANXA9 ARMT1 ARNT2 ASCL1 B9D1 BAIAP3 BMPR1B C17orf75 CA12 CACNA1D CACNA2D2 CACNG4 CAMK2B CCDC106 CCND1 CEACAM5 CELSR1 CELSR3 CGA CHGA CHN2 CLSTN2 CRABP2 CRIP1 CYP2A6 CYP2B6 CYP2B7P DACH1 DCAF10 DENND1B DIO1 DNAI7 DNAJC1 DNAJC12 DNALI1 EEF1A2 ENPP1 EPOR ERBB4 ESR1 EVL FAM234B FBP1 FGFR2 FLRT3 G6PC3 GATA3 GDF15 GFRA1 GLRB GLS2 GNG13 GP2 GPR162 GREB1 GRIA2 GSTM3 GSTZ1 GTF2H2C GUSBP14 HDAC11 HEXIM2-AS1 HPN IFT122 IL24 IL6ST INSM1 ISYNA1 KCNE4 KCNJ3 KCTD3 KDM4B KIF5C KRT18 LDLRAD4 LINC02913 MAGI2 MAPT MCCC2 METRN MLPH MRPS30 MSMB MYT1 NAIP NAT1 NELL2 NHERF1 NKAIN1 NOVA1 NPIPB3 NPY1R NUDT6 PCLO PCSK6 PIERCE1 PIEZO2 PLEKHF2 PPP1R3C PTGES PTPRT PVALB PYCR3 QDPR RAB11FIP1 RAB26 RABEP1 RASSF1 RDH16 REPS2 RET RETREG1 RHBDL1 RSF1 SCCPDH SCUBE2 SEMA3B SERPINA3 SERPINA5 SERPINA6 SERPINI1 SIAH2 SLC19A2 SLC1A1 SLC27A2 SLC39A6 SLC6A4 SLC8A2 SORD SPAG16 SPINK4 SREBF1 SSTR2 STC1 STK32B SYBU SYT1 SYT17 TBC1D30 TBC1D9 TEDC2 TESMIN TFF1 TFF3 TJP3 TMEM101 TNNI3 TNNT1 TOX3 TPPP3 TRIM9 TRPA1 TTC12 UGCG WFDC2 WWP1 YBX2 ZDHHC11 ZNF652 SMID_BREAST_CANCER_NORMAL_LIKE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMID_BREAST_CANCER_NORMAL_LIKE_DN AP1M2 CDS1 COL11A1 EPN3 GPRC5A KRT18 SMID_BREAST_CANCER_NORMAL_LIKE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMID_BREAST_CANCER_NORMAL_LIKE_UP AASS ABCA6 ABCA8 ABCB1 ABLIM1 ACACB ACAP1 ACKR1 ACTA2 ACVRL1 ADAM28 ADARB1 ADD3 ADGRF5 ADH1B AIF1 ALDH1A1 ANGPT2 ANK2 AOAH AOC3 APLNR APOBEC3G AQP1 ARHGAP15 ARHGAP25 ARHGAP4 ARHGAP45 ARID5A ARL4C ATP2A3 BAALC BANK1 BBOX1 BCL11A BCL11B BIN1 BIN2 BIRC3 BTK BTN3A2 BTN3A3 C1R C1S C3 C7 CASP1 CASP10 CAV1 CCDC102B CCDC69 CCDC88A CCL14 CCL19 CCL2 CCL21 CCL5 CCR2 CCR6 CCR7 CD180 CD19 CD1C CD1D CD1E CD2 CD22 CD244 CD247 CD27 CD302 CD37 CD38 CD3D CD3G CD4 CD40 CD40LG CD48 CD52 CD6 CD69 CD7 CD72 CD74 CD79A CD79B CD8A CD96 CDKN1C CDO1 CELF2 CES1 CFH CFI CH25H CHI3L1 CHL1 CHRDL1 CHRNB2 CIITA CLDN5 CLEC10A CLEC2B CLEC3B CLEC4A CLIC2 CLU CMA1 CNN1 COL14A1 COL17A1 COL18A1 CORO1A COTL1 CPE CPVL CR2 CRY2 CRYAB CSF2RA CSGALNACT1 CSN3 CTSC CTSG CTSW CXCL12 CXCL13 CXCL2 CXCR5 CYLD CYP1B1 CYRIA CYTIP CYTL1 DCN DDX28 DEF6 DEPP1 DES DLK1 DLK2 DMD DOC2B DOCK10 DOCK2 DOK2 DPP4 DPT DST DTNB-AS1 EDN3 EFEMP1 ELMO1 EMCN EMILIN1 ENPP2 EPHA4 EVI2B EZH1 F10 F13A1 FABP4 FAM107A FBLN5 FCER1A FCMR FCRL2 FHL1 FLI1 FLRT2 FLT3LG FMNL1 FMO2 FNDC4 FOLR2 FOXN3 FRZB FXYD1 FYB1 FYN FZD7 GDF7 GEM GGT5 GIMAP4 GIMAP5 GIMAP6 GIT2 GJA4 GLIPR1 GMFG GMIP GNG11 GPR171 GPR18 GPR183 GUSBP11 GVINP1 GZMA GZMB GZMK GZMM HBB HGF HHEX HIVEP2 HLA-DOB HLA-DPA1 HLA-DQB1 HLA-DRA HLA-DRB1 HOXA5 HOXA7 HOXA9 HSPB2 ICAM2 ICOS ID1 ID3 ID4 IFI16 IGF1 IGHA1 IGHD IGHG1 IGHM IGKC IGKV1D-17 IGKV2D-28 IGKV3-20 IGKV4-1 IGLC2 IGLL3P IGLV2-14 IGLV3-10 IGLV3-25 IL18R1 IL1R1 IL1R2 IL21R IL27RA IL2RG IL33 IL6 IL6R IL7 IL7R IRAG2 IRF8 ISG20 ITGA4 ITGA7 ITGAL ITGB7 ITIH5 ITK ITM2A ITM2C JCHAIN KANK3 KCND3 KCTD12 KCTD7 KIT KLK7 KLRB1 KLRK1 KRI1 KRT14 KRT5 LAMA2 LAMA4 LAMC3 LAMP3 LAT LCK LCP2 LDHB LEF1 LEPR LGALS2 LGALSL LHFPL6 LILRA4 LILRB3 LIME1 LINC01140 LMOD1 LOC100505915 LPCAT4 LPL LRCH4 LRRN3 LST1 LTB LY75 LY9 LY96 LYL1 LYN LYVE1 LYZ LZTS1 MALL MAP4K1 MAP7D3 MAPRE2 MAST3 MATK MATN2 MBP MEF2C MEOX1 MEOX2 MET MFAP4 MGAT3 MME MRC1 MS4A1 MS4A6A MT1M MTRF1 MYH11 MYLK MZB1 NAP1L2 NCF1 NCF4 NCKAP1L NCR3 NFAT5 NKG7 NLRP1 NLRP3 NPR1 NPR2 NR3C2 NRIP2 NRXN1 NRXN2 NSG1 NT5E NTRK2 ODAM OPRPN OXTR P2RX5 P2RY14 P3H2 PACRG PALMD PAX5 PCSK5 PDE2A PDGFD PDGFRA PECAM1 PELI2 PIK3CD PIK3R1 PLA2G2A PLAC8 PLCB2 PLCL2 PLEKHO1 PLPP3 PLTP PNOC POU2AF1 POU5F1 POU6F1 PPP1R16B PPP2R1B PPP3CC PRF1 PRKCB PRKCQ PROS1 PTGDS PTGER4 PTN PTPN22 PTPRC PTPRCAP PVRIG RAC2 RASA4 RASGRP2 RASGRP3 RBMS1 RELN RGS5 RIPOR2 RNASE6 RNF125 ROBO3 RRN3 RUBCNL RUNX1T1 RUNX3 S100B SAA1 SATB1 SEL1L3 SELE SELENOP SELL SERPING1 SFRP1 SH2D1A SIGLEC1 SIT1 SKAP2 SLA SLC12A4 SLC16A7 SLC6A14 SLCO3A1 SLIT3 SNCAIP SNX1 SORBS1 SOSTDC1 SP110 SP140 SPARCL1 SPIB SPINK5 SPRY2 SRGN SRPX ST3GAL2 ST6GAL1 STAG3 STAP1 STK10 SVEP1 SYNE1 SYNE3 SYNM TCF4 TCL1A TEP1 TESC TESPA1 TF TFPI TGFBR3 THBD THEMIS2 TIE1 TLE4 TMOD1 TNFAIP8 TNFRSF17 TNFRSF1B TNFRSF25 TNXA TP63 TRAC TRAF3IP3 TRAT1 TRBC1 TRBC2 TRDC TRGC1 TSPAN7 TXNIP VAMP1 VAMP5 VASH1-AS1 VCAM1 VEGFD VILL VNN2 VPREB3 WIF1 WIPF1 XCL1 ZAP70 ZBP1 ZBTB20 ZEB1 SMID_BREAST_CANCER_RELAPSE_IN_BONE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMID_BREAST_CANCER_RELAPSE_IN_BONE_DN ACAN ACE2 ACTG2 ACTL8 ADD2 AKR1C1 AMD1 ANP32E APBA2 AQP5 ARL4C ART3 ATP6V1A BAG2 BBOX1 BCL11A BGN BMP1 C6orf62 CA9 CALU CAPN6 CASK CCL20 CD22 CD24P2 CD24P4 CD44 CD52 CDC5L CDH19 CDKAL1 CDKN2A CDV3 CEACAM1 CEP170 CHI3L2 CHRM3 CHST3 CLDN1 CLDN10 CLIC4 CLIP4 COCH COL11A2 COL2A1 COL4A2 COL9A3 CP CRLF1 CRYAB CSN3 CTAG1B CWF19L1 CXCL5 CXCL8 CXCR4 CYBA CYP26B1 CYP39A1 DKK1 DLAT DNAJB4 DSC2 DSC3 DSG1 EDN1 EGFR EIF5A ELF5 ELN EN1 ENO1 EPHB3 EPHX3 EPRS1 EXOC5 FABP7 FBXO17 FERMT1 FGFBP1 FLNA FNDC4 FOLH1 FOXC1 FOXO3 FSCN1 FYN FZD7 FZD9 GABRP GAD2 GAGE1 GAL GALNT14 GART GBP1 GDI2 GJB3 GLDC GPM6B GPR161 GPR19 GPSM2 GSTM4 HAPLN1 HLA-DOB HLA-DQB2 HLA-G HOXA9 HPCAL1 HSPD1 ID4 IFI16 IGF2BP2 IGF2BP3 IGHG1 IGHV1-69 IGHV3-23 IGHV3-33 IGHV3-7 IGHV4-34 IGHV4-61 IGKV1D-13 IGKV1D-17 IGKV1D-37 IGKV1D-39 IGKV1OR1-1 IGKV1OR2-108 IGKV2D-28 IGKV3-20 IGKV4-1 IGLC2 IGLV2-14 IGLV3-10 IGLV3-19 IGLV3-25 IL12RB2 IL1R2 IL32 IMPA2 ITGA6 ITM2C KCNG1 KCNK5 KCNN4 KHDRBS3 KLF5 KLF6 KLHL24 KLHL7 KLK10 KLK5 KLK6 KLK7 KRT14 KRT16 KRT17 KRT23 KRT5 KRT6A KRT6B KRT81 KRT83 KYNU L1CAM LAMP3 LDHB LEFTY2 LGALS2 LGR5 LMO4 LRP12 LTBP1 MAGEA12 MAGEA2 MAGEA3 MAGEA4 MAGEA5P MALL MAP4K1 MAPK8 MARCO MCL1 MCM5 MDC1 MFGE8 MIA MICALL1 MMP14 MMP7 MRAS MSH6 MSLN MTAP MUC16 NDUFA4L2 NFIB NFIX NFYC NKX2-5 NLRP1 NMU NPRL3 NPTX2 NSD2 NUP62 OBP2A OBP2B OCA2 ODAM PADI2 PALS2 PAX6 PDAP1 PDE9A PDK1 PDPN PDZK1IP1 PEG10 PEG3 PERP PGBD5 PGRMC1 PHGDH PI3 PICALM PKP1 PLA2G4A PLEKHB1 PLOD2 POU2AF1 PRAME PRDM13 PRELP PRKD3 PRKDC PRKX PSAT1 PSPH PTGFR PTGS2 PTP4A3 PTPRF PTPRZ1 PTX3 PYGB QKI QPCT RAB23 RAC2 RARRES1 RBP1 RHEB RIOK3 ROPN1 RRAGD RUNX3 RYR1 S100A1 S100A2 S100A8 S100A9 S100B SCRG1 SERPINB2 SFRP1 SIGMAR1 SIX3 SLC16A1 SLC16A3 SLC25A37 SLC2A3 SLC43A3 SLC6A14 SLC7A5 SLPI SMPDL3B SOD2 SOSTDC1 SOX10 SOX11 SOX9 SPIB SRD5A1 SSRP1 ST8SIA1 STIP1 STXBP6 SYCP1 SYNM TAGLN2 TBX19 TDO2 TFAP2C TFCP2L1 TM4SF1 TMEM158 TMEM45A TMSB15A TNFRSF11B TNFRSF21 TP53 TRIM2 TRIM29 TTLL4 TTYH1 TUBB2A TUBB2B UCHL1 USP34 VEGFA VGLL1 WARS1 WIF1 WNT5B WTAP WWTR1 YBX1 YBX3 YWHAE YWHAZ ZFP36L2 ZIC1 SMID_BREAST_CANCER_RELAPSE_IN_BONE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMID_BREAST_CANCER_RELAPSE_IN_BONE_UP ABAT ACADSB ADH1B AGR2 ANXA9 ASCL1 ATRNL1 BCAS1 CA12 CAMP CAPN9 CCNO CEACAM5 CEACAM6 CELSR1 CHAD CITED1 CLGN CPB1 CRIP1 CYP2B6 CYP2B7P DCLK1 DNALI1 DUSP4 EPHA3 ESR1 EVL FAIM2 FBP1 FGFR3 GALNT6 GALNT7 GATA3 GFRA1 GP2 GPC1-AS1 GSTT2 HBA1 HMGCS2 HPX IL24 INPP4B INPP5J JMJD7-PLA2G4B KAZALD1 KIF5C LIN7A LRP1B MAST4 MATN3 MB MGAM MLPH MSMB MUC1 NAT1 NELL2 NR2F1 PAH PDE4DIP PGAP3 PGGHG PIDD1 PIERCE1 PLA1A PLK2 PSD3 PTPRT RAPGEF3 REPS2 RETREG1 RND1 SCCPDH SCGB1D2 SCGB2A1 SCGB2A2 SCUBE2 SEMA3B SEPTIN8 SERPINA5 SIL1 SLC19A2 SLC1A1 SLC39A6 SLC44A4 SLC4A8 SPDEF SYT1 TBC1D19 TFF1 TFF3 TFPI2 TIMP4 TMEM101 TOM1L1 TOX3 TSPAN1 TTC12 SMID_BREAST_CANCER_RELAPSE_IN_BRAIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMID_BREAST_CANCER_RELAPSE_IN_BRAIN_DN ADIRF AGR2 ALCAM ARMT1 ASAH1 ASTN2 BIK C4A CA12 CCNO CDS1 CELSR1 CHST8 CLCN3 CLGN COL4A5 CRIP1 CXXC4 CYP2D7 CYP4B1 DACH1 DCAF10 DEPTOR DNAJC12 DNALI1 ELAPOR1 ERBB3 ERBB4 ESR1 EVL GALNT6 GATA3 GATB GOLGA2P5 GPC1-AS1 GREB1 GSTM3 IKBKB IL11 IL6ST INPP5J ITPR1 IVD JMJD7-PLA2G4B KDM4B LIN7A MAP9 MAPKBP1 MAPT MAST4 MCCC2 MLPH N4BP2L2 NPDC1 NRIP1 PGRMC2 PSD3 QDPR RAB27B RBM47 RET SELENBP1 SERPINA5 SIDT1 SLC19A2 SLC27A2 SLC44A4 SLC4A8 SLC7A8 SLC9A1 SPDEF ST6GALNAC2 STK32B TBC1D9 TFF3 TJP3 TOX3 TSFM TTC9 VAV3 ZNF446 ZNF91 SMID_BREAST_CANCER_RELAPSE_IN_BRAIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMID_BREAST_CANCER_RELAPSE_IN_BRAIN_UP ART3 BCL11A CCKAR CDH3 CENPF CENPN CHST3 COL9A3 CP CXCL9 DLX5 EGFL6 EGFR EN1 FOLR1 GDF5 HOXA9 IGHV3-23 IGHV4-61 IMPA2 KCNK5 KIFC1 KRT16 LDHB MCM10 MCM5 MMP7 PRAME PRKX PTX3 RARRES1 SCRG1 SFRP1 ST8SIA1 TMSB15A TNFRSF21 TRIM29 TTLL4 VGLL1 VSNL1 WWTR1 SMID_BREAST_CANCER_RELAPSE_IN_LIVER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMID_BREAST_CANCER_RELAPSE_IN_LIVER_DN ARNT2 CFB CPB1 DNAJC12 DNALI1 ELOVL2 GLRB PCSK6 RND2 STC2 SMID_BREAST_CANCER_RELAPSE_IN_LIVER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMID_BREAST_CANCER_RELAPSE_IN_LIVER_UP CLIC3 CRLF1 FGB KYNU PPP1R1A S100A8 SMID_BREAST_CANCER_RELAPSE_IN_LUNG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMID_BREAST_CANCER_RELAPSE_IN_LUNG_DN ABCA8 ACKR1 ADH1B ADIPOQ ASPN CILP CLDN5 COL14A1 COMP CXCL14 DNALI1 DPT DUSP6 FABP4 HMGCS2 IGF1 ITGA7 LMOD1 LRRC31 LRRN3 NAT1 PDCD4 PPP1R1A PRODH RAPGEF3 SCGB1D2 SCGB2A1 SCGB2A2 SCUBE2 SFRP4 SLC1A1 TBC1D19 TFAP2B TFF1 TIMP4 TNXA TOX3 TTC12 SMID_BREAST_CANCER_RELAPSE_IN_LUNG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMID_BREAST_CANCER_RELAPSE_IN_LUNG_UP ADD2 ANP32E CLIC4 COL2A1 CSPG4 CTSV FOXD1 HAPLN1 KLK6 KLK7 KPNA4 KRT17 MMP14 MUC16 NMU PRAME PSPH RYR1 SLC7A5 TNNI2 TTYH1 UCHL1 SMID_BREAST_CANCER_RELAPSE_IN_PLEURA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMID_BREAST_CANCER_RELAPSE_IN_PLEURA_DN BAMBI CCL18 CDH3 CEACAM1 CHAC1 CP CST1 CXCL9 FABP7 FRMPD1 FYB1 GABBR1 HCP5 HLA-DQB1 IGHV3-21 IGKV1D-13 IGKV1D-17 IGKV1D-39 IGKV3-20 INAVA LTF MAGEA3 MIA PEG10 POPDC3 PSAT1 S100A7 S100A9 S100P SIX1 SLPI SRD5A1 SMID_BREAST_CANCER_RELAPSE_IN_PLEURA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMID_BREAST_CANCER_RELAPSE_IN_PLEURA_UP CHN2 CXCL14 GJA1 SYNGR3 TENM3 TPPP3 SMIRNOV_CIRCULATING_ENDOTHELIOCYTES_IN_CANCER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMIRNOV_CIRCULATING_ENDOTHELIOCYTES_IN_CANCER_DN ANGPTL4 CD34 OLR1 RPS27A SELE SMIRNOV_CIRCULATING_ENDOTHELIOCYTES_IN_CANCER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMIRNOV_CIRCULATING_ENDOTHELIOCYTES_IN_CANCER_UP ABCA1 ABCB1 ABCG1 ACSL1 ADAP2 ADGRE2 ADM ALOX5 ANPEP APOB AQP9 ARHGAP8 B4GALT5 BCAT1 BHLHE40 BIRC5 BLVRA BST1 C3AR1 C5AR1 CCL20 CCR1 CD14 CD1D CD58 CD9 CD93 CDA CDKN1A CEBPB CHI3L1 CHKA CHN1 CIAO1 CKB CLN8 CLU COL7A1 CREM CSF2RA CTSB CTSL CXCL8 CXCR1 CYP1A1 CYP1B1 CYP27A1 DAPK2 DHCR7 DHRS3 DKK3 DPH1 DSE DUSP4 EGR1 ELF4 ENG EPAS1 EPHA4 FBP1 FCGR2A FPR1 GAB2 GLUL GM2A GNA15 H2AC8 HBEGF HCK HMOX1 HNMT HPSE HS3ST1 HSPA6 IER3 IFNGR1 IFNGR2 IGFBP3 IL21R INSIG1 IRAK3 KCNJ15 KDM5B KIT LRRC17 MAFF MAFG MAPK7 MARCKSL1 MARCO MCAM MECP2 MPP1 MYLK NBL1 NCF2 NOD2 NRG1 P2RX1 P2RY2 PDLIM7 PERP PFKFB3 PLAAT1 PLAU PLIN2 PMP22 PPARD PPBP PROS1 PRSS23 PTGES QSOX1 RAB13 RAB33A RARA RGS1 RGS16 RGS3 RNASE2 RRAGD SC5D SCML1 SERPINB13 SERPINB2 SGSH SHC1 SLA SLC16A6 SLC22A4 SLC23A2 SLC2A3 SLC7A5 SLCO4A1 SMAD7 SMARCD3 SMURF2 SPARC SPHK1 SYNGR3 TGFB1 TGFBI THBD THBS1 TIE1 TIMP2 TLR2 TLR8 TMBIM1 TNFRSF1A TNFRSF1B TNS1 ULK1 UPB1 VEGFA WNT5A YARS1 ZNF134 ZNF395 SMIRNOV_RESPONSE_TO_IR_2HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMIRNOV_RESPONSE_TO_IR_2HR_DN ADM APAF1 APOLD1 ATF7IP2 ATP10D AURKA BANP BBS10 BCL11A BCL2 CCNG2 CCR6 CENPA DEPDC1 DIPK1A EPOR FAM200C GOLPH3L GPR15 HERC2P9 HILPDA HSPA1A HSPA1B IL16 INSIG2 JAK2 JRKL KCNN3 KDM3A KIF20A KLF2 MLH3 MORC2 MSMO1 PLA2G4A PMS1 PSRC1 RAB3GAP2 RAD54B RGS3 RIPOR2 RSBN1 S100PBP SLC2A3 SLC35A1 SLC5A3 ST8SIA4 STK38 STK38L TMCC1 TSPAN12 TTC9 VGLL4 YEATS2 ZBTB32 ZNF248 ZNF280D SMIRNOV_RESPONSE_TO_IR_2HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMIRNOV_RESPONSE_TO_IR_2HR_UP AEN ATF3 BBC3 CCL3 CD83 CDC25A CDKN1A CLK1 ELK4 FAS FOSL1 GADD45A GDF15 H3-3B HAPSTR1 HCAR3 HLA-DPA1 ID2 IER3 IER5 INKA2 JUN KLF5 MDM2 MNT NUDT15 NUP160 PCIF1 PHF14 PHLDA3 PIM1 PLK2 PMAIP1 PPM1D PPP1R15A PPP4R3B PSMD11 PTGER4 RAB11FIP1 RGS16 RNF19B RRAD SENP6 SESN1 SGK1 SLC30A1 SLC7A11 SOX9 TIGAR TNFRSF10B TNFSF9 ZBTB10 ZFP36L2 SMIRNOV_RESPONSE_TO_IR_6HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMIRNOV_RESPONSE_TO_IR_6HR_DN ACAP1 ACKR3 AIM2 ARHGAP11A ASPM ATP2A3 ATP8A1 AURKA BNIP3 BUB1 CACNA1A CCL4 CCNB1 CCNG2 CCR1 CCR6 CD22 CD300A CD55 CD69 CDC20 CDCA3 CDK5R1 CENPA CENPE CENPF CLEC2D CR2 CYBB DEPDC1 DLGAP5 DUSP2 EGLN1 EGLN3 EGR1 EGR3 ELOVL6 ENTPD1 EVI2A FKBP4 GEMIN4 GFOD1 GGA2 GPR18 H1-0 H1-10 HEY1 HHEX HILPDA HK2 HMMR IER2 IL16 INSIG1 INSIG2 ITGA4 KCTD12 KDM3A KIF14 KIF20A KIF23 KLF2 KLF6 LCP2 LDLR LPCAT4 LTA MACIR MAFF MNT MYC NEK2 NR4A2 OAS1 P2RX5 P4HA1 PDK1 PLK1 POLR3G PSRC1 PTPRC PTPRCAP PVRIG RAB33A RGCC RGS1 RGS2 RIPOR2 RNASE6 RNASET2 SCD SIPA1 SIT1 SLC16A3 SLC19A1 SLC2A3 SMCO4 STS SUN2 TCL1A TLE3 TMEM45A TNF TPX2 TRAF3IP3 TRAF5 TRIB1 UBE2C UBE2S VGLL4 ZBTB32 ZFP36 ZNF318 ZNF395 SMIRNOV_RESPONSE_TO_IR_6HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMIRNOV_RESPONSE_TO_IR_6HR_UP AAK1 ABCA12 ACTA2 ADCY1 AEN ANKRA2 ANO3 APAF1 APOBEC3B APOBEC3C APOBEC3G APTX ASTN2 ATF3 BBC3 BBS4 BTG2 C11orf24 CCDC90B CCNG1 CCP110 CCSER2 CD70 CDC42 CDC42EP4 CDIP1 CDKN1A CEACAM1 CES2 CGRRF1 CHMP3 CLGN CLK1 CLK4 CLP1 COQ8A CROT CSF1 CYP4F3 DDB2 DDIT3 DDR1 DLG5 DNAJB4 DRAM1 DSE DUSP14 EI24 F2R FAM169A FAS FBXW7 FDXR FEZ1 FGF2 FHL2 FOSL1 FUCA1 FZD6 GADD45A GAMT GCH1 GDF15 GLS2 GNB2 HCAR3 HRAS ID3 IER3 IGHV4-61 INKA2 INPP1 ITM2A ITM2B ITPKC JADE3 KCNN3 LAMP3 LDLRAD4 LIG1 LMNA MACO1 MAD1L1 MAP4K4 MDM2 METTL7A MICALL1 MLF2 MOSPD1 MR1 MRPL49 MT1F MT1H MT1X MYBL1 MYH10 NABP1 NHLH2 NINJ1 NOPCHAP1 NOTCH1 NUDT15 ORAI3 PBLD PDE4B PGAP1 PGF PHLDA3 PIDD1 PLK2 PLXNB2 PMAIP1 PODXL POLH PPM1D PRKAB1 PROCR PSTPIP2 RAB1A RAB23 RABGGTA RAD51C RALGDS RAP2B RETSAT RFX7 RGS16 RNF19B RRAD RXRA SAC3D1 SDC1 SEC61A1 SESN1 SLC30A1 SLC35D1 SLC35E3 SLC7A6 SMAD5 SOCS1 SOCS2 SPARC STX6 TAX1BP3 TENT5A TIGAR TM7SF3 TMEM168 TNFRSF10B TNFSF4 TNFSF9 TOB1 TP53I3 TP53TG1 TRAF4 TRIAP1 TRIM23 TRIM32 WRAP73 XPC ZBED1 ZBTB20 ZMAT3 ZNF195 ZNF623 ZNF654 ZNF79 ZP3 SMITH_LIVER_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMITH_LIVER_CANCER ACACA ADIPOR1 ALDH1A1 AMACR ANXA7 AURKA BMI1 BNIP3 CDKN3 CENPF CHPT1 COPS5 CTNNA2 CXCL8 DDC FDPS GSTA4 GSTM4 HJURP HTATIP2 IFT20 IMPA2 MTFR1 NCOA2 NHP2 PAK4 PDCD5 PEX2 PFDN6 PGRMC1 PIR PLA2G12B PMVK PPP2R5A RAB4A RHOBTB3 SDC2 SDHC SEMA5A TBCE TBX3 TMEM106C TNFAIP3 TOB1 TOP2A TP53BP2 ZBTB18 SMITH_TERT_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMITH_TERT_TARGETS_DN A2M ABR ACLY ADIPOQ AHCY AKR1C3 AKT1 ALDH3A2 ALDH7A1 ANXA4 APEX1 ARHGAP25 ARHGDIB ASAH1 CALML3 CAT CBR1 CCNG1 CD47 CDSN CHMP1A CLP1 CPOX DHCR24 DNA2 DUSP6 EHHADH FAH FAM53B FOSB GAMT GM2A GRK5 GSN GSTO1 HSPA2 IDI1 IFI30 IL1RN KANK1 KYNU L1CAM LAMP2 LIPA MMP2 NEFL NEFM NID2 NME4 NSDHL OAT PAM PCNA PGF PIK3R3 PML PNP PON2 POU5F1 PPP1R7 PTHLH RAB11A RAB40B RRAGA SAA1 SERPINB6 SERPING1 SIRPA SORD SP110 SPEG SRD5A1 STAT4 TAGLN TCF4 THY1 TNFSF10 TNFSF9 TRADD TST TUBB3 UGP2 UNC119 USP47 VAV2 VSNL1 XRCC5 SMITH_TERT_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMITH_TERT_TARGETS_UP AARS1 ABI2 ADAM8 AHR AIMP1 ALKBH1 APBB2 ASNS ATF3 ATXN2L BCL7B BMP2 CBLB CBX5 CCDC85B CCNA1 CCNH CD55 CDC6 CDK4 CDKN2A CDKN3 CEBPD CEBPG CEP57 CKAP5 CLPP COL11A1 COMMD1 CREBBP CTH CXCL2 CYC1 DAP DCTN2 DDX10 DGUOK DR1 DUSP1 DYNLT1 DYRK1A DYRK4 EGFR EIF2S1 ELF4 ENOX2 EPCAM EPHA2 EPS8 ETV6 EWSR1 EXOSC7 FERMT2 FGF2 FOXD1 G6PD GATA6 GFPT1 GK GNL2 GOT1 GPKOW GSS GTF2E2 H1-10 HERPUD1 HNRNPD HSD17B8 HSF2 HSPA5 HYOU1 IL10RB IL13RA2 ILF2 INTS9 JOSD1 KDM5C KLF5 LHFPL2 LMO4 MAPK9 MARS1 MCFD2 MIA2 MICB MLH1 MRPL49 MRPL58 MTHFD2 NEK3 NELFE NFIL3 NFKB1 NFX1 NPC1 NUP88 PCCB PIGA PIGH PPP1R11 PPP2CA PPP2R2A PPWD1 PRRC2A PSMD11 PSMD4 PSMD7 PSMD9 PTGS2 PYCR1 R3HDM1 RAE1 RBM10 RCOR1 RPP30 SH3BGR SHMT2 SLC1A5 SLC33A1 SMAD1 SMAD7 SNRPA1 SNW1 SRP19 SRSF11 STK3 SULT1E1 TCEA1 TGIF1 THAP9-AS1 TNC TOMM34 TOP1 TRPC1 TSG101 UBE2S UFM1 UQCRFS1 UVRAG WASF1 XBP1 XPC ZFP36 ZNF165 ZNF274 SNIJDERS_AMPLIFIED_IN_HEAD_AND_NECK_TUMORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SNIJDERS_AMPLIFIED_IN_HEAD_AND_NECK_TUMORS ADAM9 BAG4 BIRC2 BIRC3 CCND1 CD44 CDK6 CTTN EGFR EYS FGF3 FGFR1 FJX1 FZD1 GLI2 IL7R JAG1 KDM4C LAMA3 MAPK8IP1 MDM2 MMP7 PAK1 PHF21A PTP4A1 PTPRD PTPRR RAD1 RBPJ SKP2 STIM2 TACC1 TLN1 TM4SF1 TRAF6 UHRF2 YAP1 SOGA_COLORECTAL_CANCER_MYC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SOGA_COLORECTAL_CANCER_MYC_DN ACAA1 ACADS ACO2 ACSS2 B3GALT1 B3GNT2 B3GNT5 CD36 CDS1 CPT2 DHRS3 ECI2 ENPP6 FABP2 FAS FUCA1 GBA3 HADHB LDHD MAPK3 MKNK1 MKNK2 NEU4 PAFAH1B1 PAFAH2 PAPSS2 PCK2 PGM1 PIP4K2C PIP5K1B PLA2G10 PLCD1 PLCD3 PLPP1 PMM1 PPARD PPM1A RETSAT RXRA SLC16A12 SLC17A4 SLC17A5 SLC1A1 SLC22A18 SLC22A18AS SLC22A5 SLC25A24 SLC26A2 SLC26A3 SLC30A10 SLC30A4 SLC31A2 SLC35A3 SLC35A5 SLC35B3 SLC35D1 SLC37A2 SLC41A2 SLC44A1 SLC46A3 SLC4A4 SLC8B1 SLCO2A1 SLCO4C1 SMPD1 SULT1A2 SULT1A4 TNFRSF1A TRAF6 UGP2 UGT2A3 SOGA_COLORECTAL_CANCER_MYC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SOGA_COLORECTAL_CANCER_MYC_UP ADCY3 ADSL AGK AHCY ALDH1B1 AMPD2 ASNS ATIC ATR B4GALT2 CAD CDK4 CTPS1 DHODH DTYMK DUT ENO1 ENOPH1 GART GLO1 GMPS GNPDA1 GNPNAT1 GPI HPRT1 IMPDH1 LDHB MECR MTHFD1L MTHFD2 MTR NME1 NUDT5 ODC1 PAICS PFAS PFKM PNPT1 POLA1 POLA2 POLD1 POLD2 POLE2 POLE3 POLR1B POLR1D POLR1E POLR1H POLR2D POLR2I POLR3H POLR3K PPAT PPT1 PRIM1 PRPS1L1 PRPS2 PYCR1 PYCR2 PYCR3 RPIA RRM1 SHMT2 SLC12A8 SLC12A9 SLC19A1 SLC25A14 SLC25A15 SLC25A17 SLC25A19 SLC25A32 SLC39A6 SLC4A2 SLC7A1 SLC7A5 SLC7A6 SLCO4A1 SRM TST TYMS UCKL1 UMPS SONG_TARGETS_OF_IE86_CMV_PROTEIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SONG_TARGETS_OF_IE86_CMV_PROTEIN BARD1 BLM BTG3 CASP3 CCNE1 CDK1 CDT1 CORT CSPG5 DCK DDX23 DHFR DLEU1 DNAJC9 E2F1 EZH2 FLAD1 FOXM1 H2AX HMGB2 KIF11 MAD2L1 MCM2 MCM3 MCM5 MCM6 MCM7 MSH2 MYBL2 MYRF NASP NUP214 PCLAF PCNA PNP POLA1 POLD3 PPIH PTTG1 RAB27A RAD51C RFC2 RFC3 RPA1 RRM1 SLC29A1 TFAM TK1 TMEM106C TOPBP1 TPX2 TYMS UMPS UNG ZWINT SOTIRIOU_BREAST_CANCER_GRADE_1_VS_3_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SOTIRIOU_BREAST_CANCER_GRADE_1_VS_3_DN AASS AKAP11 ARHGEF12 ARHGEF40 BBOF1 BBS1 CASP9 CFAP69 CIRBP CRTC3 CRY2 CTDSP1 CX3CR1 CYBRD1 DEAF1 DIXDC1 DYNC2H1 DZANK1 ECHDC2 FOS FRY IFT46 IFT88 JHY KIF13B LAMB2 LTBP3 MARCHF8 MPHOSPH8 NBR1 NF1 NME5 NYNRIN PIGV RGPD5 RNASE4 RUNX1 SESN1 SIRT3 SLC24A1 SMARCA2 SNX1 STARD13 STAT5B SYNC TBC1D17 TP53BP1 TP73-AS1 TPT1 WDR19 ZFP2 ZNF395 ZNF862 SOTIRIOU_BREAST_CANCER_GRADE_1_VS_3_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SOTIRIOU_BREAST_CANCER_GRADE_1_VS_3_UP APOBEC3B ASPM AURKA AURKB BIRC5 BLM BOLA2 BUB1 BUB1B BYSL CCNA2 CCNB1 CCNB2 CCNE2 CCT5 CDC20 CDC25A CDC45 CDCA3 CDCA8 CDK1 CDK2 CDKN3 CENPA CENPE CENPF CENPI CENPN CENPU CEP55 CHEK1 CKS2 CMC2 COX7B DDX39A DLGAP5 DNAJC9 DONSON DSCC1 DSN1 E2F1 E2F8 ECT2 ELOC ESPL1 EXO1 EZH2 FBXO5 FEN1 FOXM1 GINS1 GMPS GTPBP4 GTSE1 H2AZ1 H2AZ2 H4C2 HCCS HJURP HMCES HMGB3 HMMR ITCH JMJD6 JPT1 KIF11 KIF14 KIF15 KIF18B KIF20A KIF2C KIF4A KIFC1 KPNA2 LAGE3 LMNB1 MAD2L1 MARS1 MCM10 MCM2 MCM3 MCM4 MCM6 MELK MIS18A MKI67 MRPL12 MRPL15 MRPS17 MYBL2 NCAPG NCAPG2 NCAPH NDC80 NEK2 NME1 NUDT1 NUP93 NUSAP1 NUTF2 OIP5 ORMDL2 PARPBP PDSS1 PFDN6 PIMREG PKMYT1 PLK1 POLQ POLR2K PRC1 PSMA7 PSMD12 PTTG1 PTTG3P QPRT RAB5IF RACGAP1 RAD51 RAD54B RFC4 RNASEH2A RRM2 SHMT2 SLC52A2 SLC7A5 SNRPC SNRPF SNRPG SPAG5 STIL STIP1 STMN1 TACC3 TIMELESS TIMM10 TMPO TOMM70 TOP2A TPX2 TRIP13 TROAP TTK TUBA1A TUBA1B TUBA1C TXN TXNRD1 UBE2C UBE2N UBE2S VRK1 XPOT ZWINT SOUCEK_MYC_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SOUCEK_MYC_TARGETS CCL15 CCL21 CCL5 CCL7 CSF2RB CXCL13 CXCL3 CXCL6 KLF6 LILRB3 SPIELMAN_LYMPHOBLAST_EUROPEAN_VS_ASIAN_2FC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SPIELMAN_LYMPHOBLAST_EUROPEAN_VS_ASIAN_2FC_DN ADM ARL4C CD38 CLEC2B CLEC2D CTSS DNAJB9 EXOC5 IGF1 IL32 LEF1 LPAR6 MAN2A1 NFIL3 PDE4B PSPHP1 PTPRO SLC2A5 STS TMPRSS3 WFDC2 SPIELMAN_LYMPHOBLAST_EUROPEAN_VS_ASIAN_2FC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SPIELMAN_LYMPHOBLAST_EUROPEAN_VS_ASIAN_2FC_UP ARPC4 ATP8B1 COPG1 DPYSL2 FCER2 HSPB1 MEIS2 RGS20 ROBO1 RRP1 STXBP2 TCF7 UGT2B17 SPIELMAN_LYMPHOBLAST_EUROPEAN_VS_ASIAN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SPIELMAN_LYMPHOBLAST_EUROPEAN_VS_ASIAN_DN ABCG1 ABT1 ACSL1 ACTR2 ADA2 ADCY3 ADH5 ADM AICDA AIMP1 AIP AK4 AKAP10 ALDH3A2 ALG5 ALG6 ALKBH1 ANP32A ANXA11 ANXA2 AP2B1 AP3B1 APOL1 ARAF ARF4 ARFGEF1 ARFIP2 ARHGEF7 ARL1 ARL2BP ARL4C ARL5A ARPC5 ARPC5L ASAH1 ASH2L ATG5 ATP5F1B ATP5PO ATP6V0E1 ATP6V1B2 ATP6V1D ATP6V1E1 ATP6V1G1 ATXN1 ATXN10 AZIN1 B4GALT6 BABAM2 BAG1 BAG2 BCL2L2 BECN1 BET1 BIRC2 BRCC3 BTG2 BTN2A1 BTRC C12orf4 C1D CAMKK2 CAP1 CAPN7 CAPRIN1 CASP7 CAT CBX4 CCDC6 CCNB1IP1 CCNC CCNH CCT2 CCT4 CCT6B CCZ1 CD164 CD28 CD38 CD40 CD46 CD53 CD59 CD63 CDC123 CDC16 CDC23 CDC27 CDYL CFLAR CGGBP1 CHKB CIDEC CKAP4 CLCN3 CLEC2B CLEC2D CLOCK CLP1 CLTC CMPK1 CNIH1 CNOT2 CNOT8 COPA COPB2 COPS4 COX10 COX7A2L CPSF4 CRADD CREB1 CREBL2 CREM CRK CRLF3 CRYZ CSDE1 CSNK1A1 CSTF2 CTBS CTDSP2 CTSS CUL1 CUL4B CUL5 CYB5R4 CYP2A6 DAP3 DAZAP2 DBT DCTN3 DCTN4 DCTN6 DDB1 DDOST DDX21 DDX24 DEDD DHX15 DLD DLEU1 DNAJA1 DNAJB9 DNAJC15 DOK2 DPH1 DRG1 DUSP12 DUSP5 E2F6 ECI2 EGLN1 EIF1AX EIF2AK3 EIF2B3 EIF2S1 EIF2S2 EIF5 ELOA EMC3 EPOR ERGIC3 ETF1 ETNK1 EVI2A EXOC5 EXOSC5 FARS2 FAS FICD FMR1 FZD3 G3BP2 GABPA GALC GARS1 GATM GBF1 GBP1 GDE1 GDI2 GEMIN4 GHITM GLG1 GLIPR1 GMCL1 GMFB GMPR2 GNAI3 GNB1 GOLGA1 GOLGA4 GOLGA7 GOLGA8A GOSR2 GPHN GPNMB GPR137B GPR15 GPR27 GRK3 GRK5 GRM6 GRSF1 GTF2B GTPBP2 GTPBP4 GTPBP6 GYS1 HADHA HADHB HMGN4 HPCAL1 HSD17B12 HSP90AB1 HSPA14 HSPA8 ICAM2 IDH3B IDS IFITM1 IGF1 IGHMBP2 IL10RA IL32 ILK IPO5 IPO7 IRF2 ISG20 ITM2B ITPA ITPR1 JAK1 JTB KAT6A KAT6B KIF2A KIF5B KIFAP3 KLF10 KLF6 KLHDC2 LAMTOR3 LAP3 LAPTM4A LCP1 LEF1 LGMN LILRB1 LIMA1 LIPA LMAN1 LPAR6 LYST M6PR MAN2A1 MAP1LC3B MAP2K1 MAP3K7 MAPKAPK5 MAPRE1 MARCKS MBD4 MCCC2 MCL1 MCM2 MCM3AP MDH2 MED1 MED21 MED6 MEF2C METTL13 MFAP1 MFAP3 MICU1 MIPEP MKKS MKLN1 MKRN1 MLH1 MLH3 MLLT10 MRPL49 MRPS35 MRPS7 MTF2 MTIF2 MYD88 MYLIP MYO5A NAGK NAPA NAT1 NBN NCBP3 NCK1 NCK2 NDUFA10 NDUFAB1 NDUFS4 NEU1 NFATC3 NFE2L2 NFIL3 NFKB1 NFYB NIBAN1 NMD3 NME6 NMT2 NOLC1 NPTN NSF NSFL1C OAS2 OAS3 OAZ2 ODC1 OPTN ORC4 OSBP OXSR1 P2RX4 PABPN1 PALM2AKAP2 PARP4 PBX3 PCBP1 PCYT1A PDCD10 PDCD6 PDE3B PDE4B PDHX PDIA5 PDK3 PDLIM5 PEPD PEX11B PEX12 PEX19 PFKP PGM1 PGRMC1 PIAS1 PICALM PIGL PIP5K1B PITPNA PITPNB PJA1 PKIA PNMA1 PNOC PNP POLE3 POLR2B POLR2C POLR2D PPA1 PPIE PPM1A PPP1CC PPP1R2 PPP1R8 PPP2R2A PPP3CB PPT1 PRCP PRDX3 PRDX4 PRKAB1 PRKACB PRKAG1 PRKCI PRMT5 PRPF18 PRPF4 PRPS1 PRPSAP1 PSAP PSMA1 PSMA2 PSMA3 PSMA5 PSMB1 PSMB8 PSMB9 PSMD11 PSMD12 PSPH PTBP3 PTDSS1 PTEN PTER PTPN1 PTPN12 PTPN22 PTPRC PTPRE PTPRO PUM2 PWP1 PXMP4 PYROXD1 RAB1A RAB27A RAB4A RAB6A RAB9A RABIF RAC2 RAD1 RAD50 RALB RASSF2 RBM3 RBM5 RBM7 RBPJ RC3H2 RCBTB2 RELA RERE RFC1 RHOB RHOH RHOQ RIOK3 RIT1 RNASE6 RNF13 RNF139 RNF4 RNGTT RPA2 RPA3 RPL15 RPN2 RPP14 RPS6KA3 RRAGC RTCB SARS1 SART3 SCAF11 SCAMP3 SCFD1 SCP2 SDF2 SDHA SEC24B SEL1L SELENOW SEMA4D SF1 SF3A1 SF3B1 SFPQ SFSWAP SIAH2 SKAP2 SLAMF1 SLAMF7 SLC12A2 SLC12A7 SLC16A3 SLC17A5 SLC1A1 SLC25A32 SLC25A40 SLC25A5 SLC2A5 SLC38A1 SLC38A2 SLC39A8 SMAD2 SMAD4 SMG1P2 SNAPC3 SNRPB SNRPB2 SNRPN SNUPN SNX3 SNX6 SON SP2 SPAG9 SPTLC1 SQOR SQSTM1 SRD5A1 SRP72 SRPK1 SRSF6 SSR2 ST13 ST8SIA4 STAT3 STK17A STK19 STOML2 STS SUMO3 SYK TAF9 TAX1BP1 TBRG4 TFG TGDS TGOLN2 THEMIS2 TIMM17A TIMM23 TLR7 TM9SF2 TMBIM6 TMED10 TMED3 TMPRSS3 TMX1 TNFAIP1 TNFAIP8 TNFSF10 TOMM20 TPK1 TRAM1 TRAM2 TRAPPC3 TRIM13 TRIM44 TRIP4 TSPAN31 TTC1 TTC3 TUBGCP4 TXNDC9 TXNRD1 UBAP1 UBE2D2 UBE2D3 UBE2K UBE2L6 UBE2N UCHL5 UGP2 URI1 USP1 USP14 USP16 USP8 UTP3 UTRN VBP1 VDAC1 VPS26C VPS41 VPS4B VRK2 VRK3 WASF2 WBP4 WFDC2 XDH XIAP XPNPEP1 YAF2 YARS1 YME1L1 YTHDC1 YWHAQ YWHAZ ZFR ZNF141 ZNF148 ZNF207 ZNF22 ZNF24 ZNF264 ZNF274 ZNF318 ZNF395 ZNF45 ZNF7 ZNF91 ZW10 SPIELMAN_LYMPHOBLAST_EUROPEAN_VS_ASIAN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SPIELMAN_LYMPHOBLAST_EUROPEAN_VS_ASIAN_UP ACOT7 ACOT8 ACOX1 ACTA2 ACTG1 ACTL6A ACY1 ACYP1 ADA ADGRE5 AHCY AHR AKR1A1 ALDH6A1 ANXA7 AP1B1 AP3S2 APAF1 APBA3 APEX2 APRT ARF1 ARF5 ARHGAP1 ARHGDIB ARID3A ARID4B ARPC4 ATP1A1 ATP5F1D ATP5IF1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5PF ATP8B1 ATXN3 AUP1 AURKA B2M B3GAT3 B4GALT1 B4GALT2 B4GALT7 BANF1 BAX BAZ1B BCAT2 BLK BLOC1S1 BRD8 C1QBP CACYBP CALM1 CCDC85B CCHCR1 CCND2 CCNF CCR10 CD19 CD22 CD2BP2 CD70 CD74 CDC20 CDC42 CDK11B CDK2AP2 CDK5 CEBPB CENPF CENPI CEP43 CEPT1 CFDP1 CHMP1A CHUK CKS2 CLIP1 CMC4 CNPPD1 CNPY3 COPG1 COX4I1 COX5B COX6A1 COX6B1 COX6C CR2 CRCP CSK CSNK1E CSNK1G2 CST3 CSTB CTTN CUL4A CYB5B CYB5R3 CYP51A1 DAPP1 DARS1 DAZAP1 DBI DCXR DDB2 DDT DDX3X DEAF1 DECR2 DHCR24 DHCR7 DMXL1 DNAJB5 DNAJC8 DNASE1L2 DNASE1L3 DOK1 DPAGT1 DPF2 DPM3 DPYSL2 DROSHA DUS1L DVL1 EBP EIF4EBP1 EIF4G3 ELOB EMD ENO3 ENOPH1 ENSA EP300 EPS15 ERCC1 ERCC5 ERG28 ERH ETV5 EZH2 EZR F8A1 FANCA FARSA FAU FBN1 FCER2 FDPS FDXR FKBP2 FKBP3 FXYD2 G3BP1 GALE GATB GBA1 GCHFR GDI1 GFER GIPC1 GLUD1 GMPS GNL1 GNL2 GOLGA2 GPX4 GRK6 GSDME GSS GTF2F2 GTF2H2 GTF2H3 GTF2I GTF3C1 H2AZ2 H2BC5 H3-3A HAGH HDAC1 HDAC2 HDGFL3 HEBP2 HERC2 HES1 HEXIM1 HHLA3 HK2 HLA-DOB HMBS HMGB1 HMGB3 HMGCS1 HMGN1 HMHB1 HNRNPA1 HNRNPA2B1 HNRNPA3P1 HNRNPD HNRNPDL HNRNPL HNRNPU HSD17B4 HSPA1A HSPA9 HSPB1 HTT ICAM3 ICMT IFI16 IFNAR2 IFNGR1 IL21R IL27RA IMPDH1 IVD KAT5 KCNK1 KDM5C KHSRP KIF20A KIF22 LCP2 LDB1 LMO2 LSM4 LSS LTA LTB LUC7L MACF1 MAD1L1 MAP2K2 MAP4 MAP4K2 MAPK12 MARCKSL1 MBD3 MBOAT7 MEA1 MEF2D MEIS2 MGAT3 MLF2 MORF4L2 MPST MRM2 MRPL23 MSH5 MTA1 MTHFS MUTYH MYL6 MYL6B MYO9A MZF1 NACA NAGLU NAP1L1 NARF NBAS NCAPG NCOR1 NDC80 NDUFA1 NDUFA2 NDUFA3 NDUFA7 NDUFB1 NDUFB11 NDUFB4 NDUFB7 NDUFB8 NDUFS5 NDUFS6 NDUFS8 NDUFV2 NENF NET1 NFE2L1 NME2 NME4 NONO NPC1 NPIPB3 NPM1 NSDHL NUDT1 NUDT3 NUTF2 OAZ1 ORC6 PABPC3 PAIP1 PARK7 PARP1 PCDHGC3 PCK2 PDCD5 PEBP1 PEX14 PEX6 PFN1 PGAP2 PGLS PHKA2 PHYH PIAS4 PIGB PIN1 PIN4 PKD1 PKD2 PKN1 PMF1 PNPLA6 PNRC1 POLA1 POLA2 POLE POLG POLR2I POLRMT PPA2 PPAN PPIB PQBP1 PRDX2 PRIM2 PRRC2A PSMB3 PSMB5 PSMC3IP PSMD13 PSMD4 PSME2 PTMA PTP4A1 PTPN6 PTPN7 PTTG1 RAB1B RAB5B RAB8A RAD21 RALY RAP2B RBBP4 RBM39 RECQL4 RGS14 RGS20 RHOA ROBO1 RPL19 RPL23 RPL27A RPL36 RPL37 RPL37A RPL39 RPL4 RPLP2 RPN1 RPS23 RPS25 RPS27L RPS28 RPS6KB1 RPS7 RPS8 RREB1 RRM1 RRP1 RRP7A RTN3 RTN4 RXRA S100A11 SACS SAFB SART1 SCAND1 SCLY SEC22A SERF2 SERTAD3 SF3A2 SFN SGPL1 SGTA SLC12A9 SLC2A6 SLC39A7 SLC4A7 SMARCA4 SMARCD2 SNAP29 SNRNP200 SNRNP40 SNRPD1 SOX12 SPA17 SPAG5 SPG7 SRF SRGN SRP14 SRP19 STAT2 STIM1 STK3 STOML1 STT3A STXBP2 SUPT20H SUPT5H TACC3 TADA2A TADA3 TAF15 TAF5 TAF6 TARBP1 TAX1BP3 TBCA TCEA1 TCF7 TCIRG1 TCOF1 TECR TERF2IP TESK1 TEX264 TGIF2 TLE5 TM6SF1 TMC6 TOMM40 TOP2A TP53 TPP1 TPP2 TRA2A TRIM33 TRMT1L TROAP TSPAN3 TTF2 TUBA1A TUBB TUBB2A TUSC2 TXN2 UBE2C UBL5 UCP2 UGT2B17 UQCRC1 UQCRQ VAMP2 VASP VDAC3 VPS11 VPS4A VRK1 WRAP73 WWP2 XRCC1 XRCC2 YARS2 YBX1 YBX3 ZBED5 ZDHHC13 ZMYM2 ZNF14 ZNF212 ZNF232 ZNF330 ZNF544 ZNF84 ZP3 SPIRA_SMOKERS_LUNG_CANCER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SPIRA_SMOKERS_LUNG_CANCER_DN ALMS1 ATP8B1 CCDC81 DCLRE1C DUOX1 GTF2H3 LMO4 PRR11 SPN TCAF1 TSR1 ZC3H7B ZNF160 ZNF611 SPIRA_SMOKERS_LUNG_CANCER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SPIRA_SMOKERS_LUNG_CANCER_UP ACTR2 AIDA ANXA3 ARL6IP5 ATP6AP2 C6 CCT2 CD164 CD55 CPNE3 CXCL2 CXCL8 DEFB1 DMD DNAJC12 DUSP6 FCGR3A FGF14 FOS FXR1 NELL2 PLA2G4A PPBP RAB1A RGS1 SERPINA1 SLC39A8 SLC4A4 SOX9 TMED2 TMEM47 TOB1 TPD52 TRAM1 TWF1 UBE2J1 UBXN4 UGCG YWHAE STAEGE_EWING_FAMILY_TUMOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STAEGE_EWING_FAMILY_TUMOR ADRB3 AMER2 ARX BCL11B BHLHE22 CCK CCND1 CLEC11A CNMD CYP26B1 DKK2 EGR2 FAM156A GDF10 ITM2A JAK1 KCNAB3 KDSR LINGO1 LIPI MAGED4 NPY1R NPY5R PAPPA PCDH11X PCDH8 PRSS35 RNF141 SNHG1 STEAP1 UGT3A2 ZDHHC21 STAMBOLSKY_BOUND_BY_MUTATED_TP53 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STAMBOLSKY_BOUND_BY_MUTATED_TP53 ACTR10 CPT1B ECRG4 EEF1AKMT4-ECE2 FRAS1 GHR KLF10 LIG1 MAGEH1 MARK2 MRTFB NFS1 PCDHA7 SKP2 SPRING1 STATH TUBA1C VIPR2 STAMBOLSKY_RESPONSE_TO_VITAMIN_D3_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STAMBOLSKY_RESPONSE_TO_VITAMIN_D3_DN ATP6V0A4 C6orf52 CABYR CDS2 CKLF COL5A1 DAPK1 EFS FBXO32 HBA2 HMGN4 IPP KAT2B LINC02481 MAML2 MEAF6 NAALADL2 NRF1 NUP54 PIGR RPL10L SEMA3F SLC38A9 TXNIP ZNF232 STAMBOLSKY_RESPONSE_TO_VITAMIN_D3_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STAMBOLSKY_RESPONSE_TO_VITAMIN_D3_UP ACACA ADARB1 AREG ARHGEF28 ARHGEF7 ATP2B1 BGLAP BMPR1B CA9 CADM1 CDK17 CLCA2 CLDN1 CNGA3 CP CR1 CRADD CTBP2 CUL3 CYLC1 CYP24A1 DHX9 DIO2 DNAH17 DNAJC3 DOCK1 EPHA4 ERVW-1 EVA1C FHL2 FMO9P G6PD GNB1 GUSBP5 HACD2 IFIT1 IFNA7 IFNGR1 IL17C ITGA2 KLK6 LIG4 LXN MALAT1 MAP3K21 MCC OSCP1 P2RX2 PAXBP1 PDE3B PDE4B PDGFD PLCL2 PNMT PRDM1 RBMS1 RPS27 S100A7 SEC31A SGPP2 SH3TC1 SLC1A3 SLC26A2 SLC44A5 SLC45A4 SLC4A7 SMOC1 SNTB2 SOCS3 STC1 STK4 STMN3 STRN TGIF1 TM7SF2 TM9SF3 TRIB2 TSPAN5 TTC39C VTN WDFY1 WLS ZBED1 ZNF606 STAMBOLSKY_TARGETS_OF_MUTATED_TP53_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STAMBOLSKY_TARGETS_OF_MUTATED_TP53_DN ASAP3 ATOSA BST2 CAPN8 CCL18 CD9 CHRM1 CIRBP COX4I1 CUEDC1 DDX60 DNAI1 DTX3L HERC6 HLA-B IFI35 IFI6 IFIT1 IFITM1 IRF7 IRF9 ISG15 KRT17 LBP MICAL3 MX1 OAS1 OAS3 RAB4B RBCK1 RIGI RIPOR3 RTEL1 SAMD9 SLC40A1 SOCS2 SP100 SP110 SSH2 STAT1 TAGLN TBC1D22A TGFBR1 TLDC2 TMEM44 TMEM52B TRAPPC12 TSC22D4 UNG XAF1 ZP1 STAMBOLSKY_TARGETS_OF_MUTATED_TP53_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STAMBOLSKY_TARGETS_OF_MUTATED_TP53_UP ANXA1 AQP2 ARHGEF7 C5orf22 C6orf62 CALM1 CCDC18 CDK13 DIO2 DNAJC3 DNAJC7 EGR3 EIF4B EMILIN3 EPO GALNT7 GNAS HNRNPM HNRNPU IFNGR1 IL17C JAK3 MALAT1 MAP3K2 MYNN NAA15 NPIPB3 PAWR PLCG1 PLEKHA5 PLLP PPP3R1 RASL11A S100A3 SATL1 SGCD SKAP2 SLC37A3 SNX22 STC1 STMN3 TAF4B THBD THUMPD3 TP53 TRPS1 XIST ZNF407 ZNF638 STANELLE_E2F1_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STANELLE_E2F1_TARGETS ARHGAP4 AURKA BAD BAK1 BID CCND1 CCNE1 CCNE2 CCNO CD9 CFLAR ENO2 FGF2 FGFR3 GRAMD4 HSP90B1 IFNA2 MAP3K14 MAP3K5 MMP16 PAWR PLPPR4 RAD52 RFC3 SERPINF2 TNFSF9 TP53BP2 TP73 VEGFB STANHILL_HRAS_TRANSFROMATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STANHILL_HRAS_TRANSFROMATION_UP CRYAB HMOX1 HSPA1A HSPB1 JUN STARK_BRAIN_22Q11_DELETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STARK_BRAIN_22Q11_DELETION AOPEP B3GAT1 BSN CDK5R1 CLEC16A EMC10 FJX1 LINC00461 MIR22HG MIR29B2 MIRLET7A3 SLC17A7 SNORA74A TRAK1 USP7 ZNF445 STARK_HYPPOCAMPUS_22Q11_DELETION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STARK_HYPPOCAMPUS_22Q11_DELETION_DN ARVCF C22orf39 CLDN5 COMT DGCR2 DGCR6 DGCR8 ENHO ESS2 FOXN3 GP1BB HIRA MRPL40 PRODH RANBP1 RTN4R SLC25A1 SNORA74A TANGO2 TRMT2A TXNRD2 UFD1 ZDHHC8 STARK_HYPPOCAMPUS_22Q11_DELETION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STARK_HYPPOCAMPUS_22Q11_DELETION_UP AAK1 AOPEP AP2A2 ATP13A2 ATP6V0A1 B3GAT1 B4GALT6 BSN CAMKK2 CDK5R1 CLEC16A CNNM1 CNTNAP1 CPEB4 CX3CL1 DCLK1 DLG2 EFR3A EMC10 EPAS1 FBXW11 FJX1 GPD1L GPR68 GRIN2B GRK2 HNRNPU IDS KBTBD11 LINC00461 MIR22HG MIR29B2 MIRLET7A3 MTMR4 NETO1 OLFML2B PAPOLA PCNX1 PEAK1 RAB6B RCC2 RPH3A SLC17A7 SORT1 SPIN1 ST3GAL2 STXBP1 TFRC TRAK1 USP7 UVRAG VAMP2 YWHAG ZNF445 STARK_PREFRONTAL_CORTEX_22Q11_DELETION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STARK_PREFRONTAL_CORTEX_22Q11_DELETION_DN ABHD11 ABT1 ACAT2 ACOT13 ACSL1 ACTR10 ADCY8 ADH5 AHSA1 AIMP1 AKR1A1 AKR1B1 ALAD ALCAM ALDOA ANK3 AP2M1 ARAP2 ARHGAP15 ARHGAP20 ARHGAP35 ARPC5L ARVCF ASPH ATOX1 ATP5F1C ATP5F1E ATP5IF1 ATP5ME ATP5MF ATP5MG ATP5PD ATP5PF ATP5PO ATP6AP1 ATP6V1D ATP6V1E1 B4GALT3 B4GAT1 BAZ1B BBLN BCAP29 BCAP31 BCCIP BCKDHB BLVRA BNIP1 BOK BRWD1 BSCL2 BUD31 C19orf25 C1GALT1C1 C1QBP C1QTNF4 C22orf39 C4orf3 C9orf72 C9orf85 CACYBP CARF CARM1 CBR1 CBX3 CCDC127 CCT2 CCT3 CCT5 CDK5 CEP19 CFDP1 CHCHD1 CHMP4B CHN2 CISD1 CLDN5 CLNS1A CNDP2 CNPY2 COA3 COMMD8 COMT COPRS COPS3 COPS6 COQ4 CORO7 COX14 COX5B COX7A2 COX7C CPSF3 CREB3 CRYZL1 CUEDC2 CWF19L1 CYB561A3 CYC1 CYCS CYSTM1 CZIB DAP3 DCAF11 DCTN6 DDRGK1 DDX56 DEK DENND5B DENR DGCR2 DGCR6 DGCR8 DIPK1B DMAC1 DNAJC15 DPM2 DTNBP1 DYNLL1 DYNLRB1 EEIG1 EIF1 EIF2B4 EIF2S1 EIF3F EIF3H EIF3K EIF3L EIF4E EIF4G2 EIF6 ELMO1 ELOB ELOC ELOF1 ELP5 EMC2 EMP2 ENOPH1 EPM2AIP1 ERI3 ESS2 EVI2A FABP3 FAM136A FAM162A FDPS FH FIG4 FKBP2 FKBP3 FMC1 FN3K FNDC4 FNTA GABRD GCSH GDAP1 GDE1 GET3 GINS4 GLG1 GLS2 GNG13 GOLGA2 GP1BB GPATCH8 GPI GPR83 GSKIP GTF3A GUK1 H2AC25 H2AZ1 HAGH HAGHL HAPLN4 HCFC1R1 HIBADH HIBCH HIGD2A HIRA HMOX2 HPF1 HS3ST4 HSD17B7 HSPA4L HSPBP1 HSPE1 IDH1 IDH3A IDH3G IFNGR2 IFTAP IMMP1L IMPACT INCENP INIP IPO9 IST1 JKAMP KANTR KDM1A KPNA1 KPNA2 KRTCAP2 KXD1 LAMTOR1 LAMTOR2 LEPROTL1 LGI2 LRPAP1 LRRC4C LYSMD4 MAPK10 MBLAC2 MCTS1 MDH2 MEA1 MED28 METTL26 METTL8 MGST3 MICOS10 MICOS13 MIS18A MKKS MLLT11 MLLT6 MPC2 MPI MPPED2 MRPL11 MRPL15 MRPL17 MRPL28 MRPL3 MRPL40 MRPL41 MRPL42 MRPL51 MRPL55 MRPL57 MRPS11 MRPS12 MRPS17 MRPS18A MRPS22 MRPS23 MRPS28 MTHFD2L MTLN MVD MYL4 MZT2A NAA38 NACA NAGK NARS1 NAXE NDUFA11 NDUFA12 NDUFA2 NDUFA7 NDUFA8 NDUFA9 NDUFAF3 NDUFB10 NDUFB11 NDUFB2 NDUFB4 NDUFS1 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV2 NENF NFIX NFU1 NIFK NIPA1 NIPSNAP1 NME1 NME2 NMT2 NONO NOP10 NPRL2 NR1H2 NSD2 NSG2 NTAN1 NUDC NUDT19 NUDT21 NUP88 OAT OCIAD2 OGFOD3 OGFRL1 OMG OSBPL1A PAK1 PCDH11X PDCD5 PDCD6 PDE6D PDGFA PDHB PDXDC1 PET100 PFDN2 PFDN5 PFDN6 PGRMC2 PHC2 PHIP PIP4P1 PKIB PLCB4 PLEKHO1 POLR1C POLR1D POLR2J POMP POP7 PPIL3 PPM1L PPP1CA PPP1R9A PPP2R5C PPT1 PRAF2 PRDX1 PRDX2 PRDX3 PRELID1 PRODH PRPS2 PRXL2B PSMA2 PSMA3 PSMA5 PSMB3 PSMB4 PSMB6 PSMC1 PSMC3 PSMC4 PSMD14 PSMG2 PURA RAB26 RAB4B RAB5IF RABL6 RAD23A RAD23B RANBP1 RARS1 RESP18 RGS20 RHEB RIT1 RMND5B RNF165 RNF34 ROMO1 RPL15 RPL18 RPL22L1 RPL26 RPL34 RPL36A RPL4 RPL5 RPL8 RPS17 RRP7A RTN4R RTRAF RUNDC3A S100A6 SAC3D1 SAMD5 SAP18 SAR1B SARS1 SBDS SCAND1 SCG5 SCN2B SCNM1 SDHAF3 SDHAF4 SEC11C SEC22B SEC61B SEC62 SEC63 SELENOH SEMA3A SERF2 SGTB SIK3 SIRT2 SLC25A1 SLC25A20 SLC25A39 SLC25A46 SLC25A5 SLC27A4 SLIRP SLITRK4 SMARCB1 SMIM26 SMIM29 SMIM7 SMU1 SMYD2 SNAPC2 SNHG10 SNORA74A SNRNP27 SNRPC SNRPD2 SNX16 SNX32 SNX7 SPSB3 SRA1 SRP9 SRR SS18L2 SSR4 ST13 STAU1 STIP1 STMN2 STMN3 STRBP SUMO1 TAF9 TANGO2 TBC1D9B TCEAL8 TCEAL9 TCP1 TESK1 THOC7 TIMM17A TIMM23 TIMM8B TLE4 TLN1 TM7SF2 TMA7 TMEFF2 TMEM126A TMEM147 TMEM165 TMEM208 TMEM256 TMEM42 TMEM44 TMEM59L TMSB10 TMX2 TOMM20 TOMM34 TOMM40L TPD52 TPD52L1 TPI1 TRA2B TRAPPC2L TRBC2 TRIM59 TRIR TRMT10B TRMT112 TRMT2A TSHZ3 TSPAN31 TST TTC33 TTLL7 TUBG1 TXN TXNDC17 TXNL4B TXNRD2 U2AF1L4 UBAC1 UBL4A UFC1 UFD1 UFSP2 UGP2 UQCC2 UQCC5 UQCR10 UQCR11 UQCRC2 UQCRFS1 USP1 USP34 USP39 VDAC2 VDAC3 VPS13A VPS35 VPS4A WDR17 WDR45 WDR82 WTAP YAF2 ZDHHC16 ZDHHC8 ZFTRAF1 ZNF511 ZNF560 ZNHIT1 ZSWIM7 STARK_PREFRONTAL_CORTEX_22Q11_DELETION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STARK_PREFRONTAL_CORTEX_22Q11_DELETION_UP ACIN1 ACTN1 ACVR1C AFTPH AJM1 ANKRD11 AOPEP ARGLU1 ASAP1 ATN1 ATP1A3 ATP2B1 ATP8A1 AUTS2 B3GAT1 BIN1 BLTP2 BPNT2 BRD1 BSN CAMK2A CBLL1 CCNI CD99L2 CDC40 CDK5R1 CEP70 CHD4 CHD9 CHKA CLEC16A CNNM1 CNR1 CPEB2 CPLX2 CPNE6 CREG2 CSNK1A1 CYFIP2 CYGB CYRIA DAB2IP DDX46 DGKD DLG4 DLGAP2 DNAJC27 DNM2 DOT1L EGLN1 EHD3 EID1 EIF3C EMC10 ENDOD1 EPS15 FAR1 FBXO41 FJX1 FNDC3A FOXP1 GNA13 GNAI1 GPRIN1 GPRIN3 GRIA1 GRK3 GSK3B IGF1R ILDR2 KIAA0513 KIF5C KLF9 KLHL24 LENG8 LIN7A LINC00461 LINGO1 LPGAT1 LPIN2 LRRC7 LSM11 MACROH2A1 MALAT1 MAP3K2 MAPRE2 MARCKS MEF2C MEG3 MEGF9 MIA3 MINK1 MIR138-2 MIR22HG MIR29B2 MIR377 MIRLET7A3 MTDH MYCBP2 MYH9 NACC2 NCDN NCS1 NECTIN1 NFIC NFIX NPTXR NR2C2 NRXN3 NTM NUMBL OGT OLFM1 OPCML OR51E2 PAQR8 PBX1 PCDH19 PFKP PGM2L1 PIK3R1 PLPPR5 PLXNC1 POM121 PPP1R1B PPP2R2C PPP2R5E PRKAB2 PRKCG PRRC2B PTK2B PTPRJ PTPRK PYGM R3HDM1 RALGAPA1 RBM25 RBM39 RHOU RICTOR RIMBP2 RNF165 ROCK1 RPL22 RSF1 SAFB2 SAMD12 SEMA6B SETD7 SHOC2 SKI SLC17A7 SLC1A2 SLC1A3 SLC25A23 SLC4A4 SLC6A1 SLC8A1 SMARCA2 SMARCA5 SMARCC2 SMG7 SNTB2 SNX18 SOBP SP3 SP4 SPACA6 SPOCK2 SPRED1 SPTBN1 SRC SRRM1 SRSF11 STK4 SYN2 TCAF1 TCF4 TEF TIAL1 TIMP2 TMEM178B TMOD2 TNFRSF19 TNPO2 TNRC18 TRAK1 TRIM2 TRIM8 TTC14 TTC7B TTYH3 UBQLN2 UBR2 UBTF USP7 WNK1 ZBTB16 ZC3H11A ZEB2 ZNF445 ZNF804A STEARMAN_LUNG_CANCER_EARLY_VS_LATE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STEARMAN_LUNG_CANCER_EARLY_VS_LATE_DN ACP5 ADAM15 AGAP3 AGO2 AGPAT1 APOC1 ATG7 AXIN2 BASP1 BCL2L11 CAVIN1 CCL23 CCL3 CCN3 CD68 CFL1 CLEC4A COTL1 CSF2RB CSTB CTSD CTSK CTSS CTSZ F7 GJA5 IFITM10 IQGAP1 ITGAX LCN2 LILRB3 LPL LRG1 LRP5 LY75 LYZ MPEG1 MYO7A PDIA4 PIGT PLD3 PLET1 POU3F2 PSMA4 PTGDR2 RAP2B RASGRP2 SAT1 SCD SEMA6A SH3RF1 SMAP2 SNCB SND1 SOCS3 SP4 SPP1 SYK TBL3 TCEAL9 TLE5 USF1 WFDC21P STEARMAN_LUNG_CANCER_EARLY_VS_LATE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STEARMAN_LUNG_CANCER_EARLY_VS_LATE_UP ACTN4 AGPAT5 ANK3 ANTXR2 APBB2 APLP2 ARHGAP21 ARPC3 ATXN2 C1QTNF3 C22orf39 C5orf34 C6orf120 CADM1 CAST CCNL2 CD200 CGGBP1 CHD8 CHI3L1 CLK1 CLOCK CTCF DDC DDX3X DNAJC10 DPM1 EIF1AX EIF3M ELOC EPHB6 ETNK1 EXT1 FXN GFRA2 GINM1 GLG1 GTF2E2 H2AZ2 HNRNPC HNRNPH1 HTRA1 IFNAR2 IFT20 ING1 IREB2 ITIH4 JKAMP KAT2B KDR KIF5B KLF13 KMT2A LATS2 LIMS1 MAPK1 MDM4 MED23 MEF2D MINDY1 MOCS2 MPV17 MTCH1 MTHFR NFIB NME3 NRAS NRIP1 OGN OSBPL11 OTUD5 PAIP2 PARP6 PDGFA PGRMC1 PIAS1 PIAS2 PJA1 PKD2 PLD1 PNN PRMT1 PRPSAP2 PTGS1 PTPRD PTPRS RASA1 RCN1 RELL1 RNF149 RNF6 RRP1B SCARB2 SERPINA10 SF3B1 SIRPA SLC22A23 SLC35A1 SLC4A5 SMAD4 SMO SPPL3 SRSF1 STX3 STXBP3 THRA TIA1 TM7SF3 TMCO1 TNPO2 TPRG1L TPST1 TUG1 UBE2V2 UPF3B VPS26B VPS4A WDR26 WDR48 WDR81 WWC2 YIPF5 YTHDC1 ZNF131 ZNF17 ZNF639 ZSCAN26 STEARMAN_TUMOR_FIELD_EFFECT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STEARMAN_TUMOR_FIELD_EFFECT_UP ACP5 APOC1 CCL23 CCN3 CD200 CD68 CHI3L1 CLEC4A CSF2RB CSTB CTSD CTSK CTSS CTSZ F7 IQGAP1 ITGAX ITIH4 LCN2 LILRB3 LPL LRG1 LY75 LYZ MPEG1 MYO7A PLD3 PLET1 PTGS1 SAT1 SCARB2 SCD SERPINA10 SIRPA SOCS3 SPP1 WDR81 WFDC21P STEGER_ADIPOGENESIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STEGER_ADIPOGENESIS_DN CAPN6 CCN4 CD44 CMTM3 DLK1 DPT FSTL1 LOX MAGED2 MMP2 OGN OLFML3 OSR1 PDLIM2 PDPN PLA2G7 PLAT POSTN RAB3IL1 RBP1 RNASE4 THBS2 TIMP2 TIMP3 WNT5A STEGER_ADIPOGENESIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STEGER_ADIPOGENESIS_UP ACSL1 ADIPOQ CD36 CEBPA CIDEA CIDEC CP ENPP2 FABP4 FFAR2 GYG1 HP HSD11B1 LIPE MMD NR1H3 PCK1 PNPLA2 PPARG RETN STOM STEGMEIER_PREMITOTIC_CELL_CYCLE_REGULATORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STEGMEIER_PREMITOTIC_CELL_CYCLE_REGULATORS CYLD DZIP3 FBXO5 LTN1 RAD18 RING1 RNF32 SKP2 SOCS2 TRIM32 UBE2J2 STEINER_ERYTHROCYTE_MEMBRANE_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STEINER_ERYTHROCYTE_MEMBRANE_GENES ACTB ADD1 ADD2 ADD3 ANK1 DMTN EPB41 EPB42 ERMAP SLC4A1 SPTA1 SPTB TMOD1 TPM3 STEIN_ESR1_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STEIN_ESR1_TARGETS ABAT ABCG1 ABCG4 ADCY9 ATAD2 BTG3 CA12 CALCR CAP2 CCNE2 CDC25A CDC6 CELSR2 CENPU CHRNA5 CXCL12 CYP24A1 DTL DYNLT3 FEN1 FHL2 FKBP8 GINS2 GINS3 GLA GREB1 GRIN2B HNRNPD HSPB8 IGFBP4 ITPK1 KIDINS220 MANEA MCM10 MCM2 MCM4 MCM5 MCM6 MED13L MICB MT-ND5 MYOF NAB2 NCAPG2 NDRG4 NEMP1 OLFM1 PAPSS2 PCNA PLA2G2F PNRC1 POLE2 PRSS23 PXMP4 RAB26 RAB27B RAB31 RAI14 RECQL RET RFC4 RRM1 SACS SGK1 SGK3 SIAH2 SKP2 SLC16A1 SLC27A2 SLC39A8 SMC4 SNX24 SOX13 SOX3 SUSD4 TFF1 TIAM1 TIPARP TMPO TPBG TSC22D3 VAMP2 ZWILCH STEIN_ESRRA_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STEIN_ESRRA_TARGETS ABCB7 ABCB9 ABLIM1 ACAA1 ACAA2 ACACB ACADM ACADSB ACAT1 ACO2 ACY1 ACYP1 ADCY1 ADRA2C AFF1 AFG3L2 AHCYL1 AHCYL2 AIFM1 AK1 AKAP1 ALAS1 ALDH3A2 ALDOC AMPD3 ANKRD28 ANXA2P3 ANXA6 AP5M1 APOO ARFRP1 ARID4A ARL2BP ASB6 ASNS ASPH ASPSCR1 ATG2B ATP1B1 ATP2A3 ATP5F1C ATP5MC1 ATP5MC3 ATP5MG ATP5MJ ATP5PF ATP5PO ATP6V0E2 ATXN3L AURKA B4GALT5 B4GAT1 BDH2 BMP7 BOP1 BPTF BRD3 BRD3OS BTG3 C4orf19 CA12 CA2 CAAP1 CALU CAPRIN2 CASP9 CAV2 CCDC121 CCNG2 CD83 CDC23 CENPU CEP70 CFLAR CHCHD3 CIAPIN1 CISD1 CIZ1 CKB CKMT1B CKMT2 CLDN1 CLDN3 CLEC16A CLUH CMC2 CMTR1 COA1 COQ3 COQ9 COX10 COX5A COX5B COX7B CPT1A CPTP CRNKL1 CS CSNK1G2 CST6 CTSC CTSL CXCL12 CYBC1 CYCS CYP1A1 CYP1B1 CYP24A1 CYP27B1 CYTH1 DAXX DBNDD1 DCAF15 DCTD DCTPP1 DDIT3 DECR1 DENND10P1 DFFA DGAT1 DGUOK DHDDS DHRS11 DHX40 DLAT DLD DLST DNAJC11 DSG2 DUSP1 DUSP22 EBP ECI1 ECI2 ECSIT EFCAB14 EGLN1 EGLN3 EHHADH EIF3K ELP5 EMC3 ENDOG EPAS1 EPN3 EPOR ESRRA ETFDH ETS2 EXOSC2 FA2H FAHD2A FAM162A FAM174B FAM50B FANCF FASTKD1 FBXL15 FDX1 FDXR FEN1 FGFR3 FH FOXC1 FOXD1 FRK FSCN1 FZD10 FZD2 GABARAPL1 GAS2L1 GAS6 GATAD1 GDF15 GFPT1 GFPT2 GK GM2A GMCL1 GNPDA1 GOT1 GOT2 GPI GRK4 GRPEL1 GSTK1 GSTM1 GSTM4 GTF2B GTPBP8 H2BC10 HCCS HEXIM1 HIGD1A HK1 HLA-E HMOX2 HOOK1 HPF1 HPN HSPB8 HTATIP2 IDH3A IDH3B IER3 IFT27 ILVBL IMMT IMPA1 IMPA2 INPP1 INTS12 IQSEC1 ISCA1 ISCU ISOC2 IVNS1ABP JMJD6 KANK2 KCNK13 KCNN4 KIAA0040 KIF3B LAMB1 LEFTY1 LETMD1 LIFR LIN37 LPCAT3 LRRC41 MAEA MAFB MANF MAP1B MARCHF3 MARCKS MATK MBD4 MCF2L-AS1 MCM4 MDH1 MDH2 MECR MED9 METTL7A MFF MFN2 MGST2 MGST3 MIEF1 MINDY1 MIPEP MITF MLYCD MMACHC MMP9 MMUT MORC2 MPC1 MPC2 MRPL11 MRPL15 MRPL2 MRPL34 MRPL35 MRPL4 MRPS11 MRPS12 MRPS22 MRPS30 MSH6 MTARC2 MTRF1 MTX2 MXD4 MYO19 MYO6 NAGPA NANS NAP1L1 NDRG2 NDRG4 NDUFA10 NDUFA8 NDUFA9 NDUFAF4 NDUFB5 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS7 NDUFS8 NDUFV1 NECAB3 NFU1 NNT NOL6 NPM3 NPR3 NQO2 NR2F2 NSUN3 NUCB1 NUDT3 NXF1 OCLNP1 OGDH OPA1 OPLAH OPN3 OR7E14P ORC2 OSBPL1A OTUB2 OXA1L P2RX5 PAFAH2 PATZ1 PCGF1 PCTP PCYT2 PDCD10 PDCL PDHA1 PDHX PDSS1 PEA15 PEX26 PFKM PFKP PGM1 PHB1 PHF8 PHIP PLA2G12A PLAU PLCXD1 PLEKHB2 PLGRKT PLIN3 PLPPR2 PLS1 PMM1 PPIC PPIF PPL PPP1R13L PPP2R2D PRKAR2B PRKD2 PRPS2 PRPSAP1 PRSS22 PSG9 PXMP4 QARS1 QRSL1 RAB17 RAB21 RAB35 RABIF RALA RAP1GAP RAP1GAP2 RAPGEF6 RASA4 RBFOX2 RBM12B RBM38 RBM7 RETREG1 RFXANK RGP1 RGS19 RHBDF1 RHOF RHOQ RNASET2 RNF139 RNF14 RNF34 RNF4 RNF5 RPS6KA1 RTL8C SAMM50 SCAMP5 SCML1 SDHA SDHB SDHD SEC14L1 SEC14L2 SEC23B SEPTIN8 SETMAR SH2B1 SIGMAR1 SIK1 SIKE1 SIRT5 SLC10A2 SLC16A1 SLC16A3 SLC25A12 SLC25A20 SLC25A3 SLC25A4 SLC25A40 SLC2A6 SLC31A1 SLC35F2 SLC37A4 SLC38A7 SLC39A14 SLC39A8 SLC46A3 SLCO1A2 SLK SMARCC1 SMC2 SMIM8 SNX24 SOCS2 SOD2 SPINT1 SPTLC2 SRPK2 SSB ST3GAL4 ST3GAL5 ST6GALNAC4 STARD7 STEAP3 STK26 STN1 STX18 SUCLA2 SUCLG1 SULT1A2 SULT2B1 SUPV3L1 SYNGR1 SYNGR3 TACC1 TACC2 TACO1 TBC1D31 TBX2 TCAF1 TCIRG1 TERF1 TEX2 TFE3 TGFBR2 THAP4 TIGAR TIMM17A TIMM50 TIMM8A TJP3 TMC6 TMEM132A TMEM184B TMEM184C TMX4 TNFAIP8 TNFRSF10B TNFRSF11B TOMM70 TRAK2 TRAM2 TRIM14 TRIM2 TRIM52 TRIM8 TRIO TRMT112 TRPC1 TRPC3 TTC33 TUBB6 TUBD1 TWF2 UAP1L1 UBAC1 UBR7 UCK2 UGP2 ULK1 UQCRB UQCRC1 UQCRC2 UQCRFS1 USP4 UST UTP25 VANGL1 VDAC2 VDAC3 VDR VEGFA VPS26C VPS9D1 VWA8 WDHD1 WDR45 WIPI1 WWC1 YIPF2 YJU2B YPEL5 ZBTB43 ZHX3 ZNF134 ZNF165 ZNF24 ZNF302 ZNF43 ZNF44 ZNF45 ZNF514 ZNF576 ZNF629 ZNF669 ZNF7 ZNF750 ZNF768 STEIN_ESRRA_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STEIN_ESRRA_TARGETS_DN ADRA2C ANXA2P3 ARID4A ASB6 ATG2B B4GAT1 BMP7 BOP1 BPTF BRD3 BRD3OS CAV2 CCNG2 CDC23 CIZ1 CLDN1 CLDN3 CMTR1 CSNK1G2 CST6 CYBC1 CYP1B1 DAXX DBNDD1 DCAF15 DCTD DENND10P1 DGUOK DHX40 EFCAB14 EXOSC2 FAM174B FGFR3 FZD2 GATAD1 GFPT1 GNPDA1 GTF2B H2BC10 HEXIM1 HLA-E HPF1 INTS12 KANK2 KIDINS220 LAMB1 LRRC41 MARCKS MBD4 MORC2 MSH6 MXD4 MYO6 NAP1L1 NOL6 NR2F2 OCLNP1 PATZ1 PDCL PEA15 PHIP PLAU PLS1 PMM1 PPL PRKAR2B PRKD2 PRPS2 RABIF RBFOX2 RFXANK RGS19 RHBDF1 SEC14L1 SEPTIN8 SIGMAR1 SLC37A4 SLCO1A2 SMARCC1 SSB TACC1 TCAF1 TERF1 TFE3 TGFBR2 TIGAR TNFAIP8 TNFRSF11B TRAM2 TRIM8 TRIO TRMT112 TUBB6 TUBD1 UCK2 UTP25 VANGL1 VDR YPEL5 ZHX3 ZNF134 ZNF24 ZNF45 ZNF514 ZNF7 STEIN_ESRRA_TARGETS_RESPONSIVE_TO_ESTROGEN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STEIN_ESRRA_TARGETS_RESPONSIVE_TO_ESTROGEN_DN ASPH ATAD2 BTG3 CAP2 CCNE2 CDC25A CDC6 CELSR2 CENPU CHRNA5 DTL FEN1 GINS2 GINS3 MANEA MCM10 MCM2 MCM5 MCM6 MICB MYOF NAB2 NCAPG2 NEMP1 OLFM1 PAPSS2 PCNA POLE2 PRSS23 RAB31 RAI14 RRM1 SACS SKP2 SLC27A2 SMC4 SOX3 TMPO ULK1 WDHD1 ZWILCH STEIN_ESRRA_TARGETS_RESPONSIVE_TO_ESTROGEN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STEIN_ESRRA_TARGETS_RESPONSIVE_TO_ESTROGEN_UP ATXN3L CA12 CA2 CXCL12 DNAJC11 FRK GLA HSPB8 IER3 MCM4 MYO19 P2RX5 PHB1 RBM12B RFC4 SGK1 SLC16A1 SLC35F2 SLC39A14 SLC39A8 SLK SNX24 STARD7 STK26 TFF1 TNFRSF10B TTC33 UBR7 ZNF302 ZNF629 STEIN_ESRRA_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STEIN_ESRRA_TARGETS_UP ABCB7 ABCB9 ABLIM1 ACAA1 ACAA2 ACACB ACADM ACADSB ACAT1 ACO2 ACY1 ACYP1 ADCY1 AFF1 AFG3L2 AHCYL1 AIFM1 AK1 AKAP1 ALAS1 ALDH3A2 ALDOC AMPD3 ANKRD28 ANXA6 AP5M1 APOO ARFRP1 ARL2BP ASNS ATP1B1 ATP2A3 ATP5F1C ATP5MC1 ATP5MC3 ATP5MG ATP5MJ ATP5PF ATP5PO ATP6V0E2 AURKA B4GALT5 BDH2 C4orf19 CA12 CAAP1 CALU CAPRIN2 CASP9 CCDC121 CEP70 CFLAR CHCHD3 CIAPIN1 CISD1 CKB CKMT1B CKMT2 CLEC16A CLUH CMC2 COA1 COQ3 COQ9 COX10 COX5A COX5B COX7B CPT1A CPTP CRNKL1 CS CTSC CTSL CYCS CYP1A1 CYP24A1 CYP27B1 CYTH1 DCTPP1 DDIT3 DECR1 DFFA DGAT1 DHDDS DHRS11 DLAT DLD DLST DSG2 DUSP1 DUSP22 EBP ECI1 ECI2 ECSIT EGLN1 EGLN3 EHHADH EIF3K ELP5 EMC3 ENDOG EPAS1 EPN3 EPOR ESRRA ETFDH ETS2 FA2H FAHD2A FAM162A FAM50B FANCF FASTKD1 FBXL15 FDX1 FDXR FH FOXC1 FOXD1 FSCN1 GABARAPL1 GAS2L1 GAS6 GDF15 GFPT2 GK GM2A GMCL1 GOT1 GOT2 GPI GRK4 GRPEL1 GSTK1 GSTM1 GSTM4 GTPBP8 HCCS HIGD1A HK1 HMOX2 HOOK1 HPN HTATIP2 IDH3A IDH3B IFT27 ILVBL IMMT IMPA1 IMPA2 INPP1 IQSEC1 ISCA1 ISCU ISOC2 IVNS1ABP JMJD6 KCNK13 KCNN4 KIAA0040 KIF3B LEFTY1 LETMD1 LIFR LPCAT3 MAEA MAFB MANF MAP1B MARCHF3 MATK MCF2L-AS1 MDH1 MDH2 MECR MED9 METTL7A MFF MFN2 MGST2 MGST3 MIEF1 MINDY1 MIPEP MITF MLYCD MMACHC MMP9 MMUT MPC1 MPC2 MRPL11 MRPL15 MRPL2 MRPL34 MRPL35 MRPL4 MRPS11 MRPS12 MRPS22 MRPS30 MTARC2 MTRF1 MTX2 NAGPA NANS NDRG2 NDRG4 NDUFA10 NDUFA8 NDUFA9 NDUFAF4 NDUFB5 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS7 NDUFS8 NDUFV1 NECAB3 NFU1 NNT NPM3 NPR3 NQO2 NSUN3 NUCB1 NUDT3 NXF1 OGDH OPA1 OPLAH OPN3 OR7E14P ORC2 OSBPL1A OTUB2 OXA1L PAFAH2 PCGF1 PCTP PCYT2 PDCD10 PDHA1 PDHX PDSS1 PEX26 PFKM PFKP PGM1 PLA2G12A PLCXD1 PLEKHB2 PLGRKT PLIN3 PPIC PPIF PPP1R13L PPP2R2D PRPSAP1 PRSS22 PSG9 PXMP4 QARS1 QRSL1 RAB17 RAB21 RAB35 RALA RAP1GAP RAP1GAP2 RAPGEF6 RASA4 RBM38 RBM7 RETREG1 RGP1 RHOF RHOQ RNASET2 RNF139 RNF14 RNF34 RNF4 RNF5 RPS6KA1 RTL8C SAMM50 SCAMP5 SCML1 SDHA SDHB SDHD SEC14L2 SEC23B SETMAR SH2B1 SIK1 SIKE1 SIRT5 SLC10A2 SLC16A1 SLC16A3 SLC25A12 SLC25A20 SLC25A3 SLC25A4 SLC25A40 SLC2A6 SLC31A1 SLC38A7 SLC46A3 SMC2 SMIM8 SOCS2 SOD2 SPINT1 SPTLC2 SRPK2 ST3GAL5 ST6GALNAC4 STEAP3 STN1 STX18 SUCLA2 SUCLG1 SULT1A2 SULT2B1 SUPV3L1 SYNGR1 SYNGR3 TACC2 TACO1 TBC1D31 TBX2 TCIRG1 TEX2 THAP4 TIMM17A TIMM50 TIMM8A TJP3 TMC6 TMEM132A TMEM184C TMX4 TOMM70 TRAK2 TRIM14 TRIM2 TRIM52 TRPC1 TWF2 UAP1L1 UBAC1 UGP2 UQCRB UQCRC1 UQCRC2 UQCRFS1 USP4 UST VDAC2 VDAC3 VEGFA VPS26C VPS9D1 VWA8 WDR45 WIPI1 WWC1 YIPF2 YJU2B ZBTB43 ZNF165 ZNF43 ZNF44 ZNF576 ZNF669 ZNF750 ZNF768 STEIN_ESTROGEN_RESPONSE_NOT_VIA_ESRRA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STEIN_ESTROGEN_RESPONSE_NOT_VIA_ESRRA ABAT ADCY9 CALCR DYNLT3 FHL2 GREB1 IGFBP4 ITPK1 MED13L OLFM1 PLA2G2F RET SGK3 SIAH2 SUSD4 TIAM1 TIPARP TPBG STONER_ESOPHAGEAL_CARCINOGENESIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STONER_ESOPHAGEAL_CARCINOGENESIS_DN GATD3 HMMR PALLD RABIF RBBP6 SRRM1 UBE3D STONER_ESOPHAGEAL_CARCINOGENESIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STONER_ESOPHAGEAL_CARCINOGENESIS_UP ACP1 ADAMTS6 AP3S1 BLOC1S4 BPIFB2 BUB1 CCDC115 CRK CTTN CYP2A6 DDX5 DNASE1L2 FTSJ3 GOLGA7 GPN2 H2AZ1 KRT20 MAP2K3 PCLAF PCSK9 PDCD10 PLS3 PPP1R15A PSMA6 PVR RAB1A RLIM RRAGB SEPTIN7 SH2D2A SPSB3 TGFA TMED2 TTC1 TXNL1 UBXN4 USO1 USP14 STOSSI_RESPONSE_TO_ESTRADIOL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STOSSI_RESPONSE_TO_ESTRADIOL ACOX2 ADAM3A ADK AGT BIRC3 BMP6 CA12 CCN5 CD34 CDH19 CXCL8 DEFB1 F13A1 GJA1 GK3 GREB1 GRK5 HYAL1 IL13RA2 IL24 ITGA6 KLRC2 KLRC3 KLRC4 KRT19 LRIG1 MSMB NHERF1 NR4A3 NRIP1 NTS OPHN1 PDZK1 PLA2G4A PPP1R12B PTGS2 RALA RASGRF1 RHOBTB3 SELENOP SERPINA6 SKIL SPARCL1 TCN1 TFF1 TLE3 STREICHER_LSM1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STREICHER_LSM1_TARGETS_DN DUSP7 E2F7 ETS1 FGF2 FOXC2 FST FZD8 ID1 IL15RA IL1R2 IL1RAP IL6 ITGB6 RBL1 SFRP1 TGFB1 TNFRSF10A TNFRSF10B ZNF232 STREICHER_LSM1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STREICHER_LSM1_TARGETS_UP ARID4A ARNT BCL6 CDC25A CDC45 CDC6 CITED2 CLOCK CXCR4 DAAM1 ELF3 FGF13 FGFR2 FOXN3 FZD7 GATA2 GATA3 HSPB1 IL13RA1 IL15RA IL6 INHBB INPP4B ITPKB KDM5B MAP3K1 MYLK NR2F2 NR3C2 PAK3 PBX1 PDGFB PLCB4 POU2F3 RBL1 SATB1 SOX13 SOX4 STAT2 STIP1 TCEAL1 TNFSF10 ZBTB18 ZKSCAN1 SUBTIL_PROGESTIN_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SUBTIL_PROGESTIN_TARGETS ABCC5 AR ATF3 BCAR1 BCAS2 BCCIP BNIP3 CCN1 CCND1 CDKN1C CEBPD DNAH1 DUSP1 ECI2 EGF GADD45A GM2A GRB2 H1-10 HDAC9 HMGB3 IL6ST ITGA2 JUN KAT2B MAP3K3 MAP4K5 NME2 POLR2K RASL10B RPS6KA1 SAP30 SOS1 TGFA TP53BP2 UCHL5 SUH_COEXPRESSED_WITH_ID1_AND_ID2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SUH_COEXPRESSED_WITH_ID1_AND_ID2_UP ATF5 BHLHE40 DDIT3 DNAJB1 GABARAPL1 GADD45B GZF1 ID1 ID2 MIDN MYO1F NDRG1 PLAU RAB20 S100A6 SKIL SQSTM1 UNC5A SUMI_HNF4A_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SUMI_HNF4A_TARGETS ABCG8 ABHD2 ACSM2B AKR1D1 ATP6V0E2 BDH1 BHMT CYP19A1 CYP4F3 DIO1 ENSG00000243818 ERICH4 FABP1 IFNLR1 IL22RA1 KANK4 LGALS2 MEP1A MUC20 PLA2G12B RBP2 SLC13A5 SLC47A1 SLC6A4 SLCO2B1 SOAT2 SULT1C2 TNFSF10 UNC93A ZNF22 SUNG_METASTASIS_STROMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SUNG_METASTASIS_STROMA_DN ACKR3 ACP5 ARF6 BYSL CDC45 CDCA5 CENPU DEK DERA DHRS7 DTYMK E2F1 EGFR EML1 G3BP2 GMNN HCP5 HELLS HIPK2 HNRNPF IL13RA2 KIFC3 KLHL30 LGALS2 LTBP2 LYAR MCM3 MCM5 MCM6 MCMBP MMP3 MT1B MT1E MT1F MT1G MT1H MT1X NCAPG2 NOLC1 NOP56 NPC2 NUP153 PARP2 PARP4 PCNA PITPNC1 PKMYT1 PNP POLE2 SCRN1 SERPINE1 UBR7 VPS50 ZNF367 SUNG_METASTASIS_STROMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SUNG_METASTASIS_STROMA_UP ADAM10 AGRN AKR1C1 ALCAM ALDH3B2 ALOX5 ANOS1 ANXA4 ASS1 BNIP3L CALR CD276 CD46 CD55 CD59 CD81 CDC42EP3 CDH6 CKB CLDN11 CLIP2 CNN3 COL12A1 COL3A1 COL5A1 COL5A2 CPEB2 CRABP2 CTDSP2 DCBLD2 DHRS1 DKK1 DUSP6 EDEM1 EIF1AY EIF2B3 EMC10 EPS8 ETV5 FABP5 FBLN2 FHL1 FURIN FZD8 GAA GOLM1 GSPT1 H2AC6 HEXIM1 HMGCS1 HSPG2 IFI6 IGIP JMY JUNB KCNK1 KRT34 LARP6 LMO4 LURAP1L MAP3K8 MAPK1 MGAT3 NEAT1 P4HA1 PDIA5 PINK1 PLAAT4 PLK2 PLOD1 PLOD2 PPIB PROS1 PRRC2B PRRG2 PSD3 PTGFRN PTGS2 PTPRS RAF1 RDH10 RFX5 SCD SDC4 SEC13 SEC24D SEL1L3 SLC16A1 SNAI2 SNX1 SOCS5 SPARC SPSB1 SSX2IP STK38L SVEP1 THBS2 THY1 TIMP3 TKT TMEM263 TMEM47 TNC TRIO TUSC3 U2AF2 UACA VCAN VMP1 XYLT1 SUZUKI_AMPLIFIED_IN_ORAL_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SUZUKI_AMPLIFIED_IN_ORAL_CANCER BCL7A BCL9 CCND1 CCND2 EGFR FGF3 FGF4 FGF6 GAS6 MITF MMP1 MMP7 PGR PTGDR PTH SUPT5H YAP1 SUZUKI_CTCFL_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SUZUKI_CTCFL_TARGETS_UP ADK CAMK2D CKM DBNDD2 IGKV1D-17 MDN1 MYF6 NOP58 PPY SEPTIN1 TFF1 UBP1 ZNF704 SUZUKI_RESPONSE_TO_TSA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SUZUKI_RESPONSE_TO_TSA ADGRE1 ARFIP2 AVIL C1orf105 C8orf88 FABP4 GSTA3 MBNL1 OBI1 PDIA5 PPP1R12A RAD23B RGPD5 SLC25A51P1 TNNI3K TRADD TRIM32 ZMYND8 SUZUKI_RESPONSE_TO_TSA_AND_DECITABINE_1A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SUZUKI_RESPONSE_TO_TSA_AND_DECITABINE_1A ADGRL2 ANGPT2 CDKN2A COL6A3 CYP4B1 DNASE1L3 FOLH1 KYNU LAMA2 LAMA3 PCDH8 PTGS2 PYROXD2 RTL8C S100A10 SEZ6L SFRP1 SNRPN TIMP2 TIMP3 XCL1 SUZUKI_RESPONSE_TO_TSA_AND_DECITABINE_1B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SUZUKI_RESPONSE_TO_TSA_AND_DECITABINE_1B CXCL3 DLX4 HMGCS2 HNRNPD HOXA1 IFITM1 IGF2 IPCEF1 KPNA4 MYF6 RIMS2 STKLD1 TENM2-AS1 TMEM108 YKT6 ZNF532 SU_KIDNEY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SU_KIDNEY AQP2 CLCN5 CUBN ENPEP FMO1 HES2 HNF1B KCNJ1 KL POU3F4 SLC12A1 SLC17A1 SLC22A2 SLC6A13 XPNPEP2 SU_LIVER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SU_LIVER AFM AKR1C4 APCS APOB APOF ARG1 ARID1A C4BPB C8A C9 CCL16 CFHR1 CFHR2 CFHR4 CPN1 CPN2 CPS1 CRP CRYGA CTH CYP1A2 CYP3A7 CYP4F11 DDT DHODH EXOC6B F12 F9 FMO3 GALK1 GBA1 GCGR GCKR GPT HABP2 HAO1 IGFALS ITIH2 LECT2 LIPC LPA LRRC37A MASP2 MBL2 RDH16 RXRA SAA4 SEC14L2 SERPINC1 SERPIND1 SLC22A1 SLC25A13 SLC25A20 SLC6A12 SPP2 TAT TFR2 UGT2B4 SU_PANCREAS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SU_PANCREAS ABCB10 ABCD1 ALMS1 ARHGEF15 B3GNTL1 BRAP CCL27 CELP CEP152 CMKLR2 CPA2 CTRC CTRL EPB41 ERC2-IT1 ERCC2 EXOC6B FOXH1 FSHR GCG GNRH2 HAS1 IAPP IFNA6 IL10 KCND1 LEFTY1 MEP1A NCR2 PAX2 PDE5A PML PMS2P2 PNLIPRP1 PNLIPRP2 PRDM1 PRSS3P3 RANBP6 RETREG1 RUNX2 SEL1L SERPINI2 STX11 TCL1B TRAC VASH1-AS1 XPA ZBTB25 SU_PLACENTA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SU_PLACENTA ACVR2B ADAM12 ATF6B CPT1B CYP19A1 DLX5 EGFR EMX1 ENDOU ETV3 FLT1 GALE GCM1 GJA5 GPC1-AS1 HMGB3 HMGB3P30 HOXB3 INSL4 KISS1 MAGEA10 MSX2 PAPPA2 PDPN PHLDA2 PLXNA3 PSG6 SERPINB2 TLX2 VGLL1 SU_SALIVARY_GLAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SU_SALIVARY_GLAND AFDN-DT AGFG2 APAF1 CA6 CST5 ELF5 FOXI1 FRMPD4 GPR12 ICAM4 LINC01565 PRH1 SCGB2A2 SLC28A1 SU_TESTIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SU_TESTIS ABCB6 ACRV1 ADAM2 ART3 AURKA BRAF BRD1 BRDT BUB1 BUB1B CAMP CCNB1 CCNB2 CCT6B CDK1 CDKN3 CLTCL1 CLUAP1 COIL CYLC2 DAZL DBF4 DCAF1 EPPIN EZH2 GAGE1 GK GK2 GPR135 GRK4 HMMR HSF2BP IDE IRGC ITCH KIF2C MLF1 MLLT10 MTOR NCAPH NEK2 NF2 NUP155 NXT2 OIP5 PALS2 PHKG2 PIWIL1 PMS1 PPFIA1 PPP1R2C PRAME PRKAR2A PSMG1 RAD17 RASSF1 RBMXL2 RFC4 RFPL3S RPL39L SFMBT1 SMCP SOCS7 SOX5 SPATA31A7 SSX2 STAM2 SYCP1 SYCP2 TEKT2 TLE4 TMF1 TOPBP1 TSPY1 TTK TTLL5 TULP2 ZNF165 ZNRF4 ZPBP SU_THYMUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SU_THYMUS ADAMDEC1 CCR9 CD1B CD1E CYTIP ETS1 GNA13 IRF4 IRF8 ITK MMP12 MYB NCK2 PAX1 PIK3CD RHOH SH2D1A SLAMF1 STK17A TRAF3IP3 SWEET_KRAS_ONCOGENIC_SIGNATURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SWEET_KRAS_ONCOGENIC_SIGNATURE ACLY ATP1B1 ATP5PB AXIN1 BOP1 BSG BTG1 CCND1 CD68 CDKN1A CEACAM1 CITED2 CSF2 CST3 CTSS DUSP6 EEF1B2 EEF1D EEF2 EIF3E FAM3C FCGR2A FEZ2 FKBP2 GABPB2 GADD45A GFUS GLRX GNS HIF1A HLA-DQA1 HNF1B HNRNPA1 HPN ID2 IL18 ITGAM ITGB2 KDELR1 KRT18 KRT8 LAMC1 LCN2 LGALS3 MAN1A1 MANF MAPK1 MDFI MRC1 MT2A MTIF2 MYCN MYH7 NMT1 NPC2 NPR2 NUP88 PABPC1 PAFAH1B3 PCBD1 PDK3 PHB2 PHLDA1 PHLDA2 PLIN2 PON2 PSEN1 RABGGTB RACK1 RO60 RPL14 RPL3 RPL6 RPL8 RPS2 S100A1 SFTPB SHC1 SIRPA SLC12A2 SLC25A5 SND1 TANK TGFBI TGOLN2 TNNT1 TYR UBXN1 VASP SWEET_KRAS_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SWEET_KRAS_TARGETS_DN ALDH3A1 APP ARL4C ATP6V1B2 BEX1 BYSL CALU CC2D1A CEACAM6 CHIT1 CRISP1 CTSL CXCL5 DKK1 DUSP4 EBNA1BP2 EIF5 ENTPD6 EPB42 EPHB3 ETV5 F2RL1 FOSL1 GPD1 H3-3B HMGA2 IGF2-AS INHBB IRS2 KRAS LBR LRP8 MACROH2A1 MALL MLX MRPS12 NHERF2 NHERF4 NUP62CL ODC1 PAGR1 PARD6A PARD6B PDE4C PHLDA1 POLR3K PPP1R3A PRMT5 PTMA RAB40C RGS2 RNF6 RRM2 SEC62 SEMA6B SLITRK2 SPRED2 SSRP1 SSX2 TEP1 TMPRSS11D TNFRSF10D TPSD1 UPP1 UTY WNT2 SWEET_KRAS_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SWEET_KRAS_TARGETS_UP ACKR3 ACVR1B ADAM19 ADCY7 ADGRG1 ATP2B4 BHLHE40 BMP1 C1S CADM1 CALD1 CCL2 CCN5 CDH4 CHST3 CLDN4 COL1A1 COL4A1 COL4A2 COL5A1 COL7A1 DENND2B DICER1 DKK3 DNAJB2 ECE1 EPHB2 EVL FERMT2 FLRT2 GABARAPL1 GADD45B GLIPR1 GOLGA8F GSDME HGD HSPB1 HSPG2 IGFBP3 IGFBP7 INPP4B ITGAV JAK1 JUN JUNB LAMP2 LBH MAP3K8 MATN2 MSC MYL9 NCF2 NCK2 NLRP1 NPTX1 NUAK1 OGA P4HA2 PALLD PDXK PGLS PMEPA1 RSU1 SERPINE1 SERPINE2 SGK1 SLC16A4 SLC22A5 SNAI1 SOX4 SPARC SPOCK1 TAGLN TCIM TGFB2 TGFBI TIMP3 TNS1 TPM1 TUFT1 ULK1 WASHC3 WIPF1 SWEET_LUNG_CANCER_KRAS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SWEET_LUNG_CANCER_KRAS_DN ABCA1 ABCC1 ABLIM1 ACE ACKR2 ACKR3 ACKR4 ACSL1 ACTA1 ACTA2 ACTC1 ACVR2A ACVRL1 ADARB1 ADCY8 ADGRE5 ADH1C ADIPOQ ADRB2 ADRB3 AHNAK AHR AKAP12 ALAS2 ALDH1A1 ALDOB ANGPT1 ANGPTL2 ANKRD1 ANKRD10 ANKRD33B ANKRD40 ANTXR2 AQP1 ARHGEF3 ARMCX2 ARRB1 ART3 ATOH7 ATP1A2 ATP2A2 BCL6B BDNF BMP6 BNC1 BPGM BPIFB1 BUB1 C3 CA2 CA3 CACNB2 CADM1 CALCR CALCRL CAV1 CAV3 CAVIN1 CAVIN2 CAVIN3 CCKAR CCL21 CCN1 CCN5 CCRL2 CD47 CD93 CDH11 CDH5 CDK14 CDKN1C CDO1 CDR2 CES1 CES2 CFD CFH CFHR1 CIDEC CKMT2 CLDN5 CLEC3B CLIC4 CNTN1 COL13A1 COL1A1 COL1A2 COL3A1 COL6A2 COX7A1 CP CPE CRHR1 CRIP1 CXCL14 CXCR4 CYP2A6 CYP2B6 CYP2E1 CYP2F1 CYP2S1 CYP4B1 CYTH3 DCN DENND2B DENND4C DIPK2A DNM1 DPEP1 DPT DUSP1 EDN1 EDNRB EFNB2 EMCN EMP2 ENAH ENG ENPP2 EPAS1 EPB41 EPHA5 EPS15 ETS1 ETS2 FAS FERMT2 FEZ2 FGF7 FGF9 FGL2 FHL1 FKBP9 FLT1 FMO1 FMO3 FOXF1 FOXF2 FXYD1 FYN G0S2 GADD45B GBP2 GBP4 GBP7 GFRA2 GGH GIMAP4 GLUL GMFG GNAS-AS1 GNB4 GNG11 GNG2 GPAM GPC3 GPM6B GPR182 GPX3 GREM2 GRK5 GSN GSTM1 GUCY1B1 GYG1 H2AX H2BC10 HBB HCK HEPH HEY1 HNRNPA1L2 HOPX HOXA5 HOXA6 HOXB5 HP HSD11B1 ICAM2 ID3 IFI16 IFIH1 IFIT3 IFITM3 IGFBP2 IGFBP5 IGFBP6 IGHD IL11RA IL1B IL27RA IL6ST INMT INPP5A ITPKB JUN KALRN KANK3 KCTD12 KDR KIT KITLG KLF2 KLF4 KLF7 KLF9 KRT13 KRT4 KRT85 LAMA2 LAMB1 LATS2 LEPR LIFR LIMCH1 LIN9 LMO2 LORICRIN LOX LOXL1 LTB LTBP4 LYL1 LYSMD2 LYVE1 MACF1 MAP4 MAP7D1 MAPT MARCKS MEF2C MEIS1 MEOX2 METAP1 MFAP2 MFAP5 MFHAS1 MGP MPDZ MS4A1 MS4A6A MSLN MTSS2 MYB MYC MYH1 MYH11 MYH6 MYL3 MYL4 MYL7 MYL9 MYO1B MYO6 MYZAP NDN NDRG2 NDST1 NFIB NFKBIA NID1 NOTCH4 NPNT NPR3 NR2F2 NT5DC2 NTN1 NUMB OGN OMD PAG1 PAM PAPSS2 PCDHA9 PCK1 PDGFRA PDGFRB PDLIM1 PEG3 PGM2 PGRMC1 PKD2 PKIA PLAC9 PLPP1 PLPP3 PLTP PMP22 PON1 POSTN PPP1CB PPP2R3C PRDX6 PRKCE PROM1 PRX PSIP1 PSMB10 PTCH1 PTGES PTGIS PTPRB PTPRD QKI RAB12 RAB28 RABGGTA RAMP2 RARRES2 RASIP1 RBP1 RCN1 RDH11 RECK REG3G RGS2 RHOB RHOJ RIPOR2 ROBO1 RPTN S100A8 S100A9 SASH1 SATB1 SC5D SCEL SCGB1A1 SCN7A SEMA3C SEMA7A SEPTIN4 SERPINA3 SERPING1 SESN1 SH3BP5 SHE SHOX2 SIAH1 SLC10A2 SLC4A5 SLC7A5 SLCO3A1 SMAD6 SMARCA2 SNCA SOD3 SORBS1 SOX11 SOX17 SOX2 SPA17 SPARC SPARCL1 SPEF1 SPIB SPOCK2 SPTAN1 SPTBN1 SRGN SSPN ST8SIA4 STAB1 STMN2 STMN3 SULT1A1 SULT1D1P SURF2 TAGLN TANGO2 TBX2 TBX3 TCF21 TCF3 TCF4 TEK TEKT1 TENT5C TFPI TFRC THBD TIAM1 TIE1 TIMP3 TJP1 TM2D3 TMEFF1 TMEM45A TMEM71 TNFRSF19 TNNC1 TNNI3 TNNT2 TNNT3 TNS2 TNXB TOP2A TPH1 TPRG1L TRBC1 TSPAN13 TSPAN6 TSPAN7 TUBA1A TWSG1 UPK3B USF2 USP18 VAMP3 VAX1 VCL VEGFA VEGFD VWF WWTR1 XIST ZBTB16 ZBTB20 ZBTB46 ZEB1 ZMYND11 SWEET_LUNG_CANCER_KRAS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SWEET_LUNG_CANCER_KRAS_UP AASS ACADL ACE2 ACLY ACSL4 ACSL5 ACTN1 ACTN4 ADAM19 ADCY7 ADGRG1 ADIPOR2 ADSS1 AK1 ALDOA ALDOC ANK3 ANXA4 APEX1 APOC1 AREG ARG1 ARG2 ARGLU1 ARL8B ATOX1 ATP11A ATP1A1 ATP5F1C ATP6V0A1 ATP6V0C ATP6V0D1 ATP6V1C1 ATXN10 AVPI1 AXIN1 AXL AZIN1 B3GAT3 B4GALNT1 BASP1 BBLN BCL2A1 BEX2 BEX4 BHLHE40 BMP4 BRD7 BSG BST1 BTG1 BTG3 C16orf89 C17orf49 C1QB C1QC C5 CA8 CAMSAP1 CAPZA3 CASK CCDC186 CCL15 CCL23 CCND1 CCR5 CCT3 CD14 CD44 CD63 CD68 CD74 CD9 CDK2AP2 CDKN1A CEACAM1 CEBPA CES3 CH25H CHCHD7 CHD4 CHI3L1 CHIA CHL1 CHRNB1 CIP2A CITED2 CKMT1B CKS2 CLCN5 CLDN3 CLDN7 CLDND1 CLIC1 CLIP4 CLU CNDP2 CNIH2 COL15A1 COL18A1 COTL1 CPOX CRB3 CRLF1 CRYGD CSF2 CSF2RB CSRP2 CSTB CTNND2 CTSA CTSB CTSC CTSD CTSH CTSK CTSS CTSZ CYB5R1 CYB5R3 CYBA CYRIB DAP DLK1 DSC2 DUSP6 EDEM1 EEF1D EEF2 EHMT2 EIF1AX EIF2AK4 EIF3E EIF4B EIF4G1 ELF5 ELL2 ELOVL1 ENO1 ENTPD1 EPCAM EPHA7 ERH ERRFI1 ESRP1 ETV2 F10 F3 F7 FAM117A FAM162A FAM3C FASN FBP2 FCGR2B FKBP2 FKBP4 FMR1 FNTA FPR2 FUCA1 G6PD GADD45A GALNT3 GAPDH GARS1 GCH1 GFUS GGCX GJA1 GJA3 GJB2 GJB3 GLRX GNE GNL3 GNS GOLM1 GPI GRHPR GRINA GSTT1 H2AC8 HAP1 HDC HDLBP HEXA HHEX HIBADH HIF1A HK2 HLA-DMA HLA-DMB HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB5 HM13 HMGB3 HMGN1 HNF1B HOXD1 HPN HSPA1B HSPA5 HSPA8 HSPA9 HSPH1 IBSP ID2 IFI30 IGFBP3 IGHA2 IGHG1 IGHV1-58 IGHV1-69-2 IL11 IL13RA2 IL18 IL4R INHBB IQGAP1 ITGA4 ITGA8 ITGAX ITGB2 ITIH4 ITM2C ITPR2 KCNJ15 KCNK1 KDELR1 KIAA1522 KLF5 KLHDC2 KNG1 KRAS KRT18 KRT7 KRT8 LAMB3 LAMC2 LAP3 LAPTM5 LAS1L LBP LCN2 LCP1 LDHA LGALS3 LILRB4 LITAF LPCAT1 LPCAT3 LRG1 LRP2 LRRFIP1 LY6D LY75 MAN1A1 MANF MAPK1 MAPRE1 MARCHF5 MARCO MATN4 MBTD1 MDFI MDFIC ME1 MEF2B MEG3 MIA2 MIEN1 MLEC MMP12 MPEG1 MRC1 MRPS18B MRPS34 MSR1 MT1A MT2A MTIF2 MUC1 MYDGF MYH7 NABP1 NAGK NAPSA NCL NDUFAF4 NEK4 NFIL3 NME2 NMT1 NNT NPC2 NPDC1 NR2F1 NUCB2 NUDT4 NUP88 ORM2 OSBPL1A OSTF1 PABPC1 PAFAH1B3 PAPOLA PARM1 PCBD1 PCYOX1 PCYT1A PDIA6 PDK3 PFDN2 PFKL PGK1 PGLS PGLYRP1 PHB2 PHLDA1 PHLDA2 PIGA PIP4K2C PIP5K1B PISD PKHD1 PKM PLA2G5 PLA2G7 PLBD1 PLD3 PLET1 PLIN2 PLP2 PLXNB2 POLG POLR1C POLR2E PON2 PPARG PPP1R14B PPP2R5C PRAMEF13 PRB1 PRCC PRDX4 PRDX5 PRELID1 PRNP PRXL2A PSAP PSAT1 PSCA PSEN1 PSMB5 PSMD4 PSMD5 PSME1 PTGR1 PTGS1 PTPRF RABGGTB RACK1 RAP1GAP RBP4 RDH11 REEP6 RFK RGCC RIDA RNASE3 RNASET2 RNF149 RNF181 RNF4 RO60 ROS1 RPL10A RPL17 RPL28 RPL3 RPL36 RPL37 RPL6 RPL8 RPS18 RPS2 RPS8 RRBP1 S100A1 S100G SAT1 SCAMP1 SCD SCG3 SDC1 SEC23B SERPINE1 SERPINE2 SFTPB SHC1 SHMT1 SIRPA SIVA1 SLAIN1 SLC12A2 SLC15A2 SLC16A1 SLC25A39 SLC31A1 SLC34A2 SLC38A2 SLC4A4 SLPI SND1 SNX10 SOAT1 SOCS2 SPECC1 SPG21 SPINT1 SPP1 SRSF6 ST13 ST3GAL4 ST6GAL1 ST7 STARD10 STXBP2 TACSTD2 TANK TAOK3 TBC1D24 TCEAL9 TES TFCP2L1 TGFBI TGIF1 TGOLN2 THBS1 TLCD4 TLE5 TM2D2 TMEM268 TMEM30A TMEM30B TMEM50B TMEM62 TNFAIP1 TNFSF9 TNNT1 TOB1 TOM1L1 TPI1 TPM4 TRBC1 TSPAN8 TSR1 TULP2 TYROBP UBQLN2 UBXN1 UOX VAMP2 VAMP8 VASP VEGFB VIL1 VMP1 WFDC21P WLS XBP1 ZDHHC3 ZDHHC6 ZFP1 ZFP42 ZFTRAF1 ZNF143 ZNF282 SYED_ESTRADIOL_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SYED_ESTRADIOL_RESPONSE ACHE ACP1 CASK CLIC1 CLIP1 KPNA2 MYO5A PARP1 PLEK PLXNA3 PPP2R5E RAP2A RNPS1 RPL29 SNW1 SOCS2 TGM3 UCP2 TAGHAVI_NEOPLASTIC_TRANSFORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TAGHAVI_NEOPLASTIC_TRANSFORMATION ACTN4 AGRN FLNC FOSB HGS LPAR2 MAP3K3 MCF2L NEK6 PDGFB RAF1 TAKADA_GASTRIC_CANCER_COPY_NUMBER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TAKADA_GASTRIC_CANCER_COPY_NUMBER_DN ADAM23 ADAMTSL1 CAB39L CDKN2A CYSLTR2 DMRT1 DMRT2 DMRT3 FASTKD2 FHIT FNDC3A KANK1 KCNV2 MDGA2 MDH1B MTAP PUM3 RB1 RBFOX1 RCBTB2 RGS16 RGSL1 RNASEL SAXO1 SH3GL2 SMARCA2 TEK VLDLR WWOX TAKADA_GASTRIC_CANCER_COPY_NUMBER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TAKADA_GASTRIC_CANCER_COPY_NUMBER_UP FGFR2 KRAS MET MYBL2 MYC SDC1 SSPN TAKAO_RESPONSE_TO_UVB_RADIATION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TAKAO_RESPONSE_TO_UVB_RADIATION_DN AARS1 ACAA2 ADCYAP1 ADM AEBP1 ANXA2 ARPC1B ARPC4 ATIC ATXN2 BZW1 CAMK2D CAST CBFB CCND2 CCNI CCT8 CD164 CDK7 CEBPD CES1 CLINT1 CREB3 CYP24A1 DAZAP2 DHCR24 DNAJB1 DNASE1L2 DPM1 ECHS1 EIF4H ELK3 ELOA ESD EXOSC10 FAM110B FOXO1 G0S2 GMFB GTF2H1 H2AC6 HNRNPM IFI16 KANK1 KCNC4 KLF5 LSS MARCKS MCL1 MKNK1 MORF4L2 NCAM1 NDRG1 NFKB2 NNAT NOLC1 NOP14 NUP188 OGDH PHB2 PIGC PIR PITPNA PKN2 PLIN2 PRMT5 PSEN2 PSMA3 PSMA4 PUM2 PUM3 PWP1 RAB11A RAD23B RBBP8 RER1 RFTN1 RGS2 RNF4 RPS23 RRS1 RUBCN S100A5 SERPINB8 SETDB1 SLC39A14 SRSF3 TJP1 TNFAIP3 TNFRSF1A TOMM20 TP53BP1 TXNIP UGCG USP10 VRK2 WTAP ZFP36 TAKAO_RESPONSE_TO_UVB_RADIATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TAKAO_RESPONSE_TO_UVB_RADIATION_UP ACOT7 ARF5 ATP5MC3 ATP6V0B BAK1 BTF3P13 CCDC85B CD99 CDC37 CDH8 CLP1 COX4I1 COX5A COX5B COX6A1 COX6C COX7A2 COX7B COX8A DBI DST DYNLL1 EEF1D ELF3 ERCC5 FTH1 FUBP1 GAL GNAT2 GPS2 GPX4 GRN H2AC18 H2AZ1 HNRNPA2B1 IER2 IFNA16 ISCU MANF MRPL49 MSN NAP1L1 NDUFA4 NPIPB3 NXF1 PFDN5 PIGH PLCL1 PLP2 PMAIP1 POLR2L PPIB PPP1R11 PRDX2 PRDX3 PSMA6 PTOV1 RHOA RPL10A RPL21 RPL27A RPL36A RPLP0 RPS25 RPS28 RPS4Y1 RPS5 RPS9 S100A4 SAP18 SAT1 SEC13 SELENOW SEM1 SNRPF SOD1 SPINT2 SRI TCP1 TPP1 TSC22D1 TXN UBB UBC UBXN1 UQCRFS1 VIPR2 TAKAYAMA_BOUND_BY_AR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TAKAYAMA_BOUND_BY_AR CATSPER2 CDH2 CDK14 MET PGC PPIP5K1 SKAP2 STEAP2 TES UGT1A1 TAKEDA_TARGETS_OF_NUP98_HOXA9_FUSION_10D_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TAKEDA_TARGETS_OF_NUP98_HOXA9_FUSION_10D_DN A2M ABCB5 ABHD12 ACE ACP5 ADGRE3 ADGRG3 ADTRP ANXA3 AOC1 APOE ATP6V0D2 BLNK BPI C1QA C1QB C1QC C5AR1 CCL13 CCL18 CCL23 CCL3 CCL4 CCL7 CD1B CD24 CD24P2 CD24P4 CD59 CD9 CEACAM6 CEACAM8 CEBPE CHI3L1 CHIT1 CLEC5A CORO2A CST7 CTSB CTSLP8 CXCL1 CXCL2 CXCL3 CXCL5 DAB2 DACH1 DEFA1 DEFA4 DOCK4 DPY19L1P1 EMP1 F13A1 FABP3 FCER1A FCHO2 FJX1 FOLR3 FPR3 FRMD4A FUCA1 GAPLINC GGTA1 GLUL GPNMB GSDME HNRNPC HRH4 HS3ST1 HS3ST2 ID3 IL1R1 IL1R2 IL7R KCNJ15 KLF2 LGALS12 LGALSL LGMN LHFPL2 MAF MAGI2-AS3 MAOA MAPK13 ME1 MEIKIN MMP1 MMP12 MMP8 MMP9 MREG MS4A2 MSC-AS1 NPL NRP1 NRP2 OLFML2B OLIG1 OTOA PADI2 PADI4 PATJ PCSK5 PDK4 PID1 PLA2G7 PLPP3 PPBP PPP1R1B PPP2R2B PTGER3 PYROXD2 RAB42 RAPH1 RARRES1 RASGRP1 RASSF4 RGCC RGL1 RGL4 RIT1 RNASE1 RPS6KA2 RTN1 S100B S100P SELENOP SERPINF1 SGK1 SGTB SLAMF8 SLC16A10 SLC38A6 SLC7A8 SLCO2B1 SLFN13 SLPI SRPX ST14 STAB1 TACSTD2 TCN1 TEX15 TGFBI TLR7 TMEM45B TMTC1 TRAV22 TREM2 TSPAN2 VSTM1 TAKEDA_TARGETS_OF_NUP98_HOXA9_FUSION_10D_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TAKEDA_TARGETS_OF_NUP98_HOXA9_FUSION_10D_UP ABLIM1 ADCYAP1 ADGRA2 ADRB1 ADSS1 AFF3 ALDH1A1 ANGPT1 ANGPT2 APOL6 ARG2 ARHGAP5 ARL4A ASB2 ATP10A AUTS2 BATF3 BEND6 BISPR BTLA C11orf96 C15orf48 CADM1 CALB1 CAV1 CCR6 CD1D CD38 CDC42EP3 CDH1 CDKN1C CEBPZOS CELA2B CFD CFI CFP CHRNA6 CKB CLECL1P CLNK CMPK2 CXCL10 DBN1 DDX60 DDX60L DEFB1 DHRS3 DHRS9 DLC1 DMD DNAJC6 DUSP4 EGLN3 EIF2AK2 EPCAM EPSTI1 FBXL20 FCER2 FERMT2 FGF18 FLNB FLT3 FN1 FZD10-AS1 GALNT12 GATM GBP1 GEM GMPR GNAI1 GPR18 HBB HBBP1 HBD HBG1 HERC5 HMGCS1 HOPX HOXA3 HOXA5 HOXA7 HOXA9 HOXB-AS3 HOXB3 HPGD HS3ST3B1 IDO1 IFI27 IFI44 IFI44L IFI6 IFIH1 IFIT1 IFIT2 IFIT3 IFITM1 IGLL1 IL15 IL22RA2 IL31RA INPP4B IRF7 IRX3 ISG15 ITGB7 JCHAIN KIT KRT18 LAMP5 LGALS2 LGALS3BP LILRA2 LILRA5 LSP1 LY6E MCM4 MCOLN2 MED18 MEIS1 METTL7B MFAP3L MIR155HG MX1 MX2 MYCT1 NAPSB NEGR1 NEXN NR4A2 NXPE3 OAS1 OAS2 OAS3 OASL OLFM3 OSBPL6 PALLD PCDH20 PLAAT4 PLD4 PRKAR2B PTGS2 RAB27B RBPMS REN RETREG1 RIGI RSAD2 RTP4 SAMD9 SAMD9L SCN2A SCN4B SERPINE2 SIGLEC17P SLC27A6 SLC5A3 SLC6A13 SLC8A1 SLC9A3 SLITRK4 SMIM24 SOX4 SP110 SPINK2 SPOCK1 STAT1 STS STXBP6 TDRD9 TEX9 TFDP2 TGM5 THBS1 TIMP3 TM4SF1 TMEM200A TMEM255A TMEM45A TNFAIP6 TOX TPSAB1 TRIM9 TSLP TYRP1 USP18 UST XAF1 ZEB1 ZNF503 ZNF521 ZNF711 ZNF93 TAKEDA_TARGETS_OF_NUP98_HOXA9_FUSION_16D_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TAKEDA_TARGETS_OF_NUP98_HOXA9_FUSION_16D_DN ABCA13 ABCB5 ADGRG3 ADTRP ALK AMPD3 ANKRD13D ANKRD18A ANOS1 ANXA3 APOE ARG1 ARID2 ARMCX1 ASXL2 ATP8A1 BHLHE41 BPI CAMK2G CAPN3 CD24 CD24P2 CD24P4 CD59 CEACAM1 CEACAM6 CEACAM8 CEBPE CFLAR CHI3L1 CORO2A CPNE2 CRISP3 CSTB CXCL1 CXCL5 CYP4F3 DEFA4 DIP2A DPP4 ELL2 ERG FARP1 FCGBP FGFR1 FOLR3 FRMD4A GAPLINC GGA1 GGTA1 HEXA HP HS3ST1 IGFBP4 IL1R2 ITGA9 KANSL1 KCNJ5 KIF21B KLF2 KLHL41 LGALS12 LINC00342 LINC01128 LRP3 LRRC37A2 LTF MAF MGAM MMP1 MMP24OS MMP8 MMP9 MTUS1 N4BP2L2 NCF1 NCOR1 NEAT1 NRP2 NUDT7 NUPR1 OLFML2B OLIG1 PADI4 PARM1 PCBP1-AS1 PELI1 PGA5 PGLYRP1 PLPP3 PLTP PPFIA1 PRDX2 PRXL2A PTX3 PYROXD2 RALGAPA2 RARRES1 RBP1 RGL4 RNU6-82P RPS6KA2 S100P SCGB3A1 SCN11A SDS SELENOP SEPSECS-AS1 SFXN5 SLC11A2 SLC16A10 SLC18B1 SLFN13 SLPI SPAG1 SPARC SULT1C2 SVIP SYNJ2 TACSTD2 TCN1 TFPI TMEM37 TMIGD3 TNS1 TSPAN2 TUT4 VRK1 VSTM1 ZNF395 ZNF398 TAKEDA_TARGETS_OF_NUP98_HOXA9_FUSION_16D_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TAKEDA_TARGETS_OF_NUP98_HOXA9_FUSION_16D_UP ABCB1 ABCB4 ABCD2 ADAM19 ADGRA2 ADRB1 AFF3 AHR ANKRD22 AP1S3 APCDD1 APH1A ASB2 ASPHD2 ATP10A ATP11A AUTS2 B3GALNT2 BCL2L11 BEND6 BTLA C12orf75 C15orf48 CCNA1 CCR2 CCR6 CD1A CD1C CD1D CD1E CD38 CDC42EP3 CDH17 CES1 CFD CFI CFP CHST2 CLEC4D CLECL1P CLNK CMPK2 CPA3 DCANP1 DCST1-AS1 DEFB1 DENND5B DUSP4 ELOVL6 EPSTI1 EREG FCAR FCER2 FGL2 FHL2 FKBP1B FLNB FN1 GAPT GEM GNAI1 GPR18 GPR82 GPX7 HBA1 HBB HBD HBG1 HDAC9 HOMER2 HOPX HOXA3 HOXA5 HOXA7 HOXA9 HOXB-AS3 HOXB2 HOXB3 HPGD IDO1 IFI27 IFI44 IFI44L IFI6 IFIT1 IFIT2 IFIT3 IFITM1 IKZF1 IL31RA IL6ST IRF4 IRX3 ISG15 ITGA7 ITGB7 KIT LAMP3 LAMP5 LBH LGALS2 LIF LILRA1 LPAR3 LSP1 LTBP1 LUM LY6E MAP4K1 MCOLN2 MEF2D MEIS1 METTL7B MPP7 MX1 MX2 NAPSB NCALD NDRG2 NEGR1 NET1 NRG1 OAS2 OAS3 OASL OPN3 PALLD PCDH20 PDLIM1 PKIB PPP1R16B PRKAR1A PRKAR2B PRSS3 PTGFR PTGS2 PTPRK RAB27B RAB33A REN RSAD2 S1PR3 SAMHD1 SIGLEC17P SIGLEC6 SLAMF7 SLC12A8 SLC18A2 SLC38A1 SLC45A3 SLC5A3 SLITRK4 SMPDL3A SMYD3 SOX4 SPINK2 STAT1 TDRD9 TESPA1 TFR2 TGM5 THBS1 TIFAB TMEM200A TNFSF10 TOX TOX-DT TPSAB1 TRDC TSLP USP18 WT1 XAF1 XYLT1 ZDHHC17 ZNF366 TAKEDA_TARGETS_OF_NUP98_HOXA9_FUSION_3D_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TAKEDA_TARGETS_OF_NUP98_HOXA9_FUSION_3D_DN ADGRG3 ALB ALOX5 APOL4 ATP10D CCL7 CD163 CLEC10A CXCL5 CYP7B1 ENTPD1 ETS1 FCGR2A FCGR2B GLUL HBE1 HGF IL7R LIF MAFB NDFIP2 OSM PLPP1 PPBP PRG3 RAPGEF5 S100A8 S100A9 TEX15 TGFBI TAKEDA_TARGETS_OF_NUP98_HOXA9_FUSION_3D_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TAKEDA_TARGETS_OF_NUP98_HOXA9_FUSION_3D_UP ACSM3 ADRB1 AHR ALDH1A1 ANGPT1 ANGPT2 APLF ARHGAP22 ARHGEF3 ARID5B ARRDC4 ATP1B1 AUTS2 BAMBI BEND6 BISPR BMP2K BST2 C3orf80 CAV1 CCDC71L CCL18 CD69 CDKN1C CELA2B CH25H CLEC2B CLSTN3 CMPK2 COL24A1 CREBRF CRHBP CRISP2 CRISP3 CTSG CXCL10 CYP1A1 DDX60 DDX60L DMXL2 DST DTX3L EIF2AK2 EPSTI1 ERG ERMAP EVI2A FCRL4 FGF18 FRAS1 FREM1 GALNT2 GBP1 GBP3 GLYATL2 GMPR GUCY1A1 H2AC6 HELZ2 HERC5 HERC6 HEY1 HLX HOPX HOXA3 HOXA5 HOXA6 HOXA7 HOXA9 HOXB-AS3 HOXB3 IDO1 IFI16 IFI27 IFI35 IFI44 IFI44L IFI6 IFIH1 IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 IGFBP4 IGHM INPP4B IRF1-AS1 IRF7 IRF9 IRX3 ISG15 ITGB8 JCHAIN KIAA0513 KIF13A KLF5 LGALS3BP LINC02604 LOX LY6E MALAT1 MAP7 MECOM MEIS1 MLLT3 MTCL1 MVP MX1 MX2 MYCN MYCT1 NCOA7 NEAT1 NEGR1 NFAT5 NKAIN2 OAS1 OAS2 OAS3 OASL OFD1 OLFM3 OSBPL6 PARP10 PARP12 PARP14 PARP9 PBX3 PCDH9 PDE1C PDE3A PHACTR4 PLA2G4A PRSS23 PTGER3 PTGS1 PTGS2 PTPN13 PTPRD QPRT RAB27B RBPMS REN RHOBTB1 RIGI RNASE6 RNF213 RPS6KA5 RSAD2 RTN1 S100A10 SAMD9 SAMD9L SCN2A SCN9A SDSL SERPING1 SHFL SLC12A8 SLC27A6 SLC5A3 SLC9A7 SOX4 SP110 SPINK2 ST6GALNAC1 STAT1 STAT2 TCN1 TOX TRIM22 TRIM25 TRIM9 TSLP TTC28 TXK USP18 VMP1 VNN1 XAF1 ZBTB20 ZNF503 TAKEDA_TARGETS_OF_NUP98_HOXA9_FUSION_6HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TAKEDA_TARGETS_OF_NUP98_HOXA9_FUSION_6HR_DN AQP1 ATP6V0D2 CACNA1G CBX3 CCL2 CCL4 CCR1 CD200 CD80 CLMN CORO2A DYRK1A GAS7 HIP1R HMOX1 HTRA3 IL6R INHBA IRAK2 KDM6B MAMDC2 MIR3648-1 NEAT1 NINJ1 NR4A2 P2RX7 PDGFA PTPRC RAB12 RARA RGCC RHOB SERPINE1 SLC1A6 SLC25A37 SLC4A2 SPTAN1 TM4SF1 TNFSF8 TPT1-AS1 TRAF1 TRIB2 VASH1 ZFP36 ZNF395 TAKEDA_TARGETS_OF_NUP98_HOXA9_FUSION_6HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TAKEDA_TARGETS_OF_NUP98_HOXA9_FUSION_6HR_UP C3orf80 CA8 CALCRL CAVIN2 CD69 CDH9 CEP70 CMAHP DACH1 DHRS9 DLX2 DMXL2 EDN1 EVI2A FBXO22 FGF7 FIGN FKBP5 FLT3 FRMD6 GAS2L3 GASK1B GLIPR1 GLYATL2 GNAI1 GPR21 GRK3 HEATR5A HOXA3 HOXA4 HOXA5 HOXA9 HOXB-AS3 HOXB3 HOXC6 HPGD IFNB1 IL18 IL7R INPP4B ITGB8 JCHAIN KLF5 KMO LHFPL3-AS1 LIMCH1 LPAR6 MACIR MCTP1 MECOM MMP7 MS4A4A MSX1 NME7 NRG4 OLFM3 P2RY12 PBX3 PCDH17 PCDH9 PCDHB2 PCOLCE2 PDE4DIP PLA2G4A PLCL1 PLN PTPN13 SCML1 SCN2A SEMA3C SERPINI1 SHISA2 SLC25A36 SLCO4C1 SPRED1 ST6GALNAC1 STAT4 STK4 SYBU TEX15 TOX TSPAN12 TYRP1 USP32 XCL1 ZNF503 TAKEDA_TARGETS_OF_NUP98_HOXA9_FUSION_8D_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TAKEDA_TARGETS_OF_NUP98_HOXA9_FUSION_8D_DN ADAM19 ADAM9 ADGRE3 ADGRG3 ADORA3 AKAP13 ALDH2 ALOX5 AMFR ANKRD29 ANTXR1 AOC1 ARHGAP18 ARPC5 ATP10D ATP6V0D2 BCL2 BCL6 BPI C10orf82 C16orf87 C1QA C1QB C1QC C5AR1 CAMK1D CCDC126 CCL23 CD14 CD163 CD1A CD1E CD200R1 CD24 CD24P2 CD24P4 CD9 CDC42 CDH8 CEACAM6 CEACAM8 CEBPE CHI3L1 CLEC4A CLEC5A CLEC7A CLU COLEC12 CORO2A CR1 CREB5 CST1 CST7 CTSB CUX1 CXCL1 CXCL3 CXCL5 CYBB CYTL1 DAB2 DACH1 DEFA1 DEFA4 DENND11 DNAJC3 DOCK4 DPY19L1P1 ELOVL7 EMP1 ENC1 ENTPD1 EPAS1 ETNK1 ETS1 F5 FCAR FCGR2B FCN1 FOLR3 FPR1 FPR3 FYB1 GASK1B GJA4 GLIPR2 GLUL GPM6A-DT GPNMB GPR34 GSDME GXYLT2 HIPK1 HK3 HLA-DQA1 HRH4 HSD11B1 HTR2C HTRA1 HVCN1 IGF2R IL10 IL1R2 IL3RA IL5RA IL7R ITGAM ITM2A JAZF1 JUN KCNMA1 KLF2 KNL1 KRT86 LCP2 LFNG LGALS12 LGMN LINC00165 LINC02535 LINC02961 LOXL1-AS1 MAF MARCHF1 MARCO ME1 MMP1 MMP12 MMP14 MMP9 MRC1 MS4A2 MSC-AS1 NCF2 NDRG2 NIBAN1 NKTR NPL NRP1 OLIG1 OR7E24 P2RY10 PADI2 PADI4 PAX2 PCSK5 PDK4 PID1 PLA2G7 PLBD1 PLXDC2 PNPLA1 PPBP PPP1R1B PRNP PTCD1 PYROXD2 RAB30 RAP2A RAPGEF2 RAPH1 RNASE1 RPS6KA2 S100A12 S100A9 S100B S100P SERPINA1 SGK1 SLAMF8 SLC11A1 SLC16A6 SLC16A7 SLC26A11 SLC28A3 SLC30A7 SLC41A2 SLC7A7 SLCO2B1 SLPI SNX21 SOBP SPNS3 SRPX SRSF6 ST6GALNAC5 ST8SIA1 STAC SUGCT-AS1 TALAM1 TCERG1 TDO2 TEX15 TGFBI TM6SF1 TMCC3 TMEM163 TMEM33 TRAT1 TSPAN15 TSPAN2 UHMK1 UTS2 ZDHHC19 ZMYM2 TAKEDA_TARGETS_OF_NUP98_HOXA9_FUSION_8D_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TAKEDA_TARGETS_OF_NUP98_HOXA9_FUSION_8D_UP ABCB1 ADCYAP1 ADGRA2 ADRB1 ALDH1A1 AMMECR1 ANGPT1 APOC1 ASB2 ATP7B AUTS2 BDNF C3orf80 CALB1 CAVIN2 CCDC71L CCR7 CDH1 CELA2B CHST2 CLEC2B CMBL CNKSR3 CRISP3 CTSG DDIT4 DDX60 DEFB1 DENND6B DHRS3 DLC1 DNAJC6 EIF2AK2 ENPP2 EPSTI1 F2R FAT1 FGF18 FHL2 FLT3 FOXC1 GAD1 GBP1 GCH1 GDF15 GDPD1 GJA1 GPR18 GZMB HBB HBBP1 HBD HERC5 HERC6 HIC1 HOPX HOXA3 HOXA5 HOXA7 HOXA9 HOXB-AS3 HOXB3 HS3ST3B1 IDO1 IFI27 IFI44 IFI44L IFI6 IFIH1 IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 IGFBP4 IGLL1 IL22RA2 IRF7 IRX3 ISG15 ISYNA1 JCHAIN KLF1 KRT18 LAMP5 LGALS3BP LINC00996 LTBP3 LXN LY6E MAP7 MECOM MEF2C MEIS1 METTL7B MIR155HG MTSS1 MX1 MX2 MYCN MYCT1 MYH10 NAP1L5 NEGR1 NMU NOG NR4A2 OAS1 OAS2 OAS3 OLFM3 OSBPL6 PALLD PCDH9 PLD4 PPP1R14A PRKAR2B PRSS23 PTGS2 RAB27B RBM11 RBPMS REN REXO2 RHAG RHOBTB1 RIGI RNF213 RPS6KA5 RSAD2 RXFP1 SDSL SLC12A8 SLC27A6 SLC40A1 SLC6A13 SLC9A3 SMIM24 SOX4 SPINK2 SPOCK1 SPTA1 STAT1 TAL1 TGM5 THBS1 TNFAIP6 TPSAB1 TSC22D1 TSLP TTC28 TUBB2A TYRP1 USP18 XAF1 ZNF503 TANAKA_METHYLATED_IN_ESOPHAGEAL_CARCINOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TANAKA_METHYLATED_IN_ESOPHAGEAL_CARCINOMA AATF ADARB2 APOBEC2 BARHL2 BTN1A1 BUB3 CALCA CCNA1 CD8A CHRM1 CLRN3 CMTM3 COL13A1 CRABP1 CRABP2 CYP2R1 DNAJA4 EGLN3 ERCC6 ETFA EYA4 FDFT1 FEZF1 FOXB2 FOXI2 FRAS1 GATA4 HDGF HMGN4 HMX2 IQCH IREB2 ISG20L2 ISL2 KCNMA1 KDM8 KIF20B KRT1 KRT13 KRT2 KRT31 KRT32 KRT33A KRT33B KRT34 KRT35 KRT36 KRT37 KRT38 LHX1 LHX9 MELK MEOX2 MRPL24 MRPL43 NEIL2 NES NETO2 NFIB NFYA NIPSNAP3A NIPSNAP3B NKX2-1 NKX2-8 NTRK1 NXF1 ONECUT1 ONECUT2 PAX9 PCDH19 PCDH7 PCGF5 PHACTR2 POLR2G POU3F4 PRCC PRR15 PRUNE2 PTGDR PTGER2 PTPRE RMND5A SALL1 SEMA4G SH2D2A SKIC8 SKOR1 SLC2A9 SLC3A2 SPART STX5 TAF6L TARBP1 TBX20 TRIM68 TSPO2 TWNK UNC5CL WDR1 WDR74 ZBTB3 ZNF184 TANG_SENESCENCE_TP53_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TANG_SENESCENCE_TP53_TARGETS_DN ADARB1 ADH1B AURKB BARD1 BIRC5 BUB1 CCNA2 CCNB2 CDC20 CDC25A CDK1 CENPA CENPE CTH DBF4 EXOSC9 EZH2 FBXO5 FOSL2 H2AC16 IGFBP5 IL12RB2 KIF11 KIF20A KIF20B KIF23 KIF4A LMNB1 MAF MAP1B MRE11 NEK2 NRGN NUP62 NUSAP1 OR1E1 PBK PDP1 PLK4 PPL PRC1 PTTG1 PTTG3P QPCT RACGAP1 SMC4 SPAG5 TCF4 TFAM TK1 TOP2A TPX2 TREM1 TTK UBE2C ZFY TANG_SENESCENCE_TP53_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TANG_SENESCENCE_TP53_TARGETS_UP A2M ABCA8 ADAMTS5 ALDH3A2 APLP1 BACE1 C7 CCDC85B CCND2 CDKN1A CLIP1 COX7A1 GABBR2 GBX2 GMFG HBG1 HBG2 HSD17B2 IVNS1ABP LCAT MMP3 NRG1 PSTPIP2 RAPGEF4 SIM2 SLC4A4 SNCA TFAP4 TSPAN12 USF2 VAMP8 WFDC1 ZMAT3 TARTE_PLASMA_CELL_VS_B_LYMPHOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TARTE_PLASMA_CELL_VS_B_LYMPHOCYTE_DN AHR AXIN1 BIN1 BLK CCND3 CD37 CD83 CIITA CRYBG1 CXCR5 ELF4 GCH1 GIT2 GPR18 HHEX HLA-DMB IFNGR1 IL4R IRF8 ITPR1 LPGAT1 LTB LYL1 MAPRE2 MARF1 MMD MOB1A MS4A1 NFKB1 NFKBIE REL RHOG RHOH RPS4Y1 SATB1 SERPINB1 TGFBR2 TRIM22 TARTE_PLASMA_CELL_VS_B_LYMPHOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TARTE_PLASMA_CELL_VS_B_LYMPHOCYTE_UP AARS1 AGA ALG3 ANG AQP3 ARF4 ARID3A CANX CASP10 CAV1 CCR2 CD27 CD38 CITED2 CKAP4 CXCR3 DDOST DUSP7 ELL2 EMC2 FGL2 FKBP2 FUT8 GAS6 GGCX HAGH HDLBP HEXB HSD17B8 HSP90B1 HSPA5 HYOU1 ICAM2 IGKC IGLJ3 IGLV1-47 IL15RA IL6R IRF4 ITGA6 KDELR1 KDELR2 LGALS3 LMAN2 MAN1A1 MANF NEU1 NOMO1 NUCB2 P4HB PDIA5 PDIA6 PDK1 PDXK PLD3 PLOD1 PPIB PRDX4 PRKCI PYCR1 PYGB RPN1 RPN2 SEC61B SEL1L SELPLG SERPINI1 SLC35B1 SLC7A1 SPCS2 SPN SRGN SSR1 STT3A TM9SF2 TMED10 TNFRSF17 TRAM1 TRAM2 TRIB1 YIF1A TARTE_PLASMA_CELL_VS_PLASMABLAST_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TARTE_PLASMA_CELL_VS_PLASMABLAST_DN ABCD3 ABCE1 ACOT7 ACTA2 ACVR1 ADD1 AFF1 AHCY AIMP2 ANG ANP32A ANXA6 ARHGDIB ARID3A ASNS ATIC ATP13A3 ATP1B3 ATP5PB ATP5PF ATP5PO BAG1 BAK1 BCL3 BLMH BOP1 BRD8 BYSL CAPRIN1 CASP1 CASP6 CBX3 CBX5 CCNA2 CCNB1 CCND2 CCNE1 CCNF CCT2 CCT4 CCT5 CCT6A CCT7 CD180 CD52 CD58 CD70 CDC123 CDC20 CDC25B CDC27 CDC6 CDK1 CDKN1A CDKN3 CENPA CENPE CHAF1A CKS1B CKS2 CLCN3 CLEC2B CLIC1 COASY COPS5 CORO1A COX6C COX7B CPOX CRADD CRYBG1 CSE1L CTPS1 CYCS CYTIP DBI DDX39A DHCR24 DHFR DLGAP5 DNAJC7 DTYMK DUT EBNA1BP2 EBP EED EIF2S1 EIF3A EIF5 ELMO1 ELOC ENTPD1 ESPL1 ETF1 EWSR1 EXOSC2 EZH2 FABP5 FAS FASN FDFT1 FDPS FH FLNA FOXK2 FOXM1 GALNT1 GALNT3 GARS1 GART GCLM GET3 GGH GINS1 GIT2 GLDC GLIPR1 GNB1 GNL2 GPI GSPT1 GZMB HMGB2 HMMR HNRNPC HPGD HPRT1 HSD17B10 HSPA4 HSPA9 HSPE1 HUWE1 IDH2 IFI30 IGF1 IL2RB IPO5 IQGAP1 IQGAP2 ITGB1 ITGB7 KDM5A KIF11 KIF14 KIF22 KIF23 KIF2A KIF2C KIFC1 KLHDC3 KPNA2 KYNU LBR LDHB LDLR LGALS1 LILRB4 LIMS1 LMNB1 LSP1 MAD2L1 MAPK1 MAPK6 MAPKAPK3 MCM3 MKI67 MPHOSPH6 MRPL12 MRPL19 MRPL23 MRPL3 MRPL58 MSN MTHFD1 MTHFD2 MVP MYCBP MYO5A NAE1 NARS1 NASP NDUFA9 NDUFS1 NDUFV2 NEK2 NFIL3 NKRF NME1 NNT OAT ORC1 OSTF1 PAICS PAK2 PAPOLA PCLAF PCNA PDAP1 PDLIM1 PFKP PGK1 PHB1 PLK4 PNP POLD2 PPIF PPP1R2 PPP4C PRIM1 PRKCB PRKDC PRPS2 PSMA1 PSMA2 PSMA3 PSMA5 PSMB2 PSMB8 PSMC3IP PSMC5 PSMD14 PSMD4 PSME2 PSME4 PTPN1 PWP1 RAB27A RARS1 RB1 RECQL RFC3 RFC4 RIPOR2 RNASE6 RPA1 RRM1 RRM2 RRP1B S100A10 SCAP SDHB SELL SGK1 SLA SLC16A1 SLC19A1 SLC25A46 SLC39A7 SLC7A5 SMARCA4 SMC1A SNRPB2 SNRPC SNRPD3 SNRPF SNRPG SOD2 SRSF3 SSR1 STIL SUMO1 SUMO2 TARS1 TAX1BP3 TBCB TCP1 TDG TFRC TIMM17A TKT TMEM97 TMPO TMSB10 TOP1 TOP2A TOP2B TOPBP1 TRA2B TRAP1 TRIP13 TROAP TTK TUBA1A TUBA4A TUBG1 TXN TYMS U2AF2 UBE2C UBE2D3 UBE2L3 UBE2S UCHL3 UCK2 UFD1 UQCRC2 UQCRH USP14 VBP1 VDAC1 WARS1 XRCC6 YARS1 YBX1 YWHAH ZMAT2 ZNF410 TARTE_PLASMA_CELL_VS_PLASMABLAST_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TARTE_PLASMA_CELL_VS_PLASMABLAST_UP ACRV1 ACTB ACTC1 ADAM8 ADCYAP1 ADH4 ADM ADORA3 ADRB3 AEBP1 AGER AK1 ALDH1A1 ALDH2 ALDH7A1 ALOX5AP AMPD1 ANKRD46 APOC1 APOC2 APOC3 APOE AQP2 AQP5 ARHGEF16 ASMT ATF6B AVPR1B B2M BCR BIRC3 BMP4 BRD3 BTG2 BTN2A2 C1S C4A C4BPA CACNA1B CALB2 CBLB CBS CCL22 CCR7 CCR9 CCSER2 CD22 CD24 CD34 CD3D CD3E CD40 CD72 CD8B CD9 CDH15 CDKL5 CDR2L CDSN CEACAM4 CELA3A CES1 CFB CFTR CHERP CHIC1 CHN1 CHRM4 CIRBP CLU CNTNAP1 COL11A1 COL14A1 COL1A1 COL4A1 CPA3 CPB1 CR1 CRABP2 CRYAB CSF1 CSN2 CSN3 CST3 CTLA4 CTSL CUL7 CXADR CXCL12 CXCL8 CXCR2 CYBA CYFIP1 CYP1A2 CYP2A6 CYP2C9 DAB2 DAPK1 DDR1 DDR2 DEFA5 DLG4 DMD DOCK1 DPP6 DUSP1 EFNB1 EGR1 ELANE ELAVL3 ENO2 ENOX2 EOLA1-DT ERCC4 FABP3 FBN1 FBP1 FCER1G FCGR3B FCGRT FCN1 FEV FEZ1 FGR FLNB FLT4 FMOD FOLR1 FOS FOSB FRZB FSCN1 FSTL1 FTL FUCA1 GAA GABRA1 GCM1 GMPR GNA11 GNB3 GNG4 GPC1 GPER1 GPLD1 GPNMB GPR18 GPX3 GRN GUSBP11 GYPB GZMA H2BC15 HBA1 HBD HERPUD1 HES1 HEXA HHEX HLA-B HLA-DOB HLA-DQA1 HLA-DQB2 HLA-F HOXB13 HOXB2 HOXD10 HP HPN HRH1 HSF4 HSPA1B HSPB1 HTR1B HTR1E HTR2C IDUA IFI44 IFI44L IFIT5 IFITM1 IFITM3 IFNA21 IGFBP4 IGHD IGKC IGLC1 IGLC7 IGLJ1 IGLV4-3 IKBKE IL4R IL7R ITGA2B ITGA3 ITGA8 ITGAD ITGAX ITIH4 ITPKB JADE2 JUND JUP KANK1 KCNMA1 KCNQ1 KISS1 KLK3 KRT1 KRT32 KRT33B KRT6A KRT6C KRT83 KRTAP1-1 LCN2 LGALS9 LGMN LINC01587 LINC02967 LRP1 LRRC14 LRRC23 LST1 LTBP2 LTC4S LYZ MAG MAPKAPK2 MC4R MCAM MDK MERTK MGST2 MIA3 MITF MLN MME MMP16 MMP9 MPO MPP3 MPZ MSX1 MT1B MTCYBP5 MX1 MX2 MYBPC2 MYCL MYL11 MYL2 MYL5 MYO1C NBL1 NCAM1 NELL2 NFIC NFKB2 NFKBIA NHLH1 NOP14-AS1 NOS2 NOTCH4 NR4A1 NREP OAZ1 OPRM1 P2RX1 PALM PAM PAX6 PBX2 PCDH1 PCDHGC3 PCK1 PCOLCE PCSK6 PDE4A PFN2 PHB2 PHOX2B PIK3R2 PLCB2 PLPP3 PPM1F PRKACG PRKAR2B PSAP PSG7 PTGDS PTPRK PTPRN QPCT RAB13 RAB32 RAPGEF5 RBMS2 RBP3 RBPMS REG1A RELB RGS2 RNASE1 RNASE3 RPL18A RPL23A RPL24 RPL28 RPL34 RPL37A RPL39 RPL7A RPLP0 RPLP1 RPS11 RPS14 RPS15 RPS15A RPS16 RPS18 RPS2 RPS21 RPSA RUNX1 RUNX1T1 S100A8 S100A9 S100P SATB1 SDC1 SERPINA1 SERPINA3 SERPINB4 SERPINB6 SERPING1 SGSH SIRPA SKAP1 SLC10A2 SLC14A2 SLC15A2 SLC18A1 SLC30A3 SLC5A5 SMAD1 SMPD1 SMPDL3B SNCA SORL1 SPIB SPINT2 SPRR1A SPRR2A SPRR2C SPTB SSR4 STX1A STXBP1 SYPL1 TACR3 TBC1D5 TBXA2R TCEAL1 TCL1A TCN2 TDGF1P3 TGFB3 TGIF1 TIAM1 TIMP3 TJP1 TLR1 TNC TNFAIP2 TNFAIP3 TNP1 TNXB TPM1 TPT1 TRAF1 TRBV9 TRIM22 TSC22D3 VCAM1 VPREB1 WNT10B WWOX YES1 ZFHX3 ZNF117 ZNF132 ZNF141 ZNF142 ZNF157 ZNF32 ZNF787 TAVAZOIE_METASTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TAVAZOIE_METASTASIS ABCB9 ABCG5 AKAP9 ALK AMPH ANO1 ASMT CA8 CCDC81 CD24 CD24P4 CDC14A CHIA CNTNAP2 COL1A1 CRP CSF3 CXCL12 CYP3A43 DDR1-DT DLG2 DPYSL4 DZIP1 EAF2 EFCAB11 EIF3K EREG F9 FAM135A FCHO1 FCN2 FOXA2 FRS2 GATM GDF11 GNRH1 GPR17 HAPLN1 HOXA7 HPGD IFNA8 IGFBP5 IL13RA2 KCNJ15 KHDC1L KIAA0087 KIDINS220 KISS1 KLF9 KLHL11 KLHL28 KLRC1 KRT81 KYNU LAMA4 LRP2BP LRRC31 MAGEA3 MAGED4B MARCHF1 MDM2 MEOX2 MMP1 MTAP MTMR7 MYEF2 MYOM1 NIPAL3 NKAIN1 NLGN4Y P2RX2 PDGFRA PLCB1 PLEKHS1 PLN PLP1 PRKN PTGS2 PTPRN2 RADX RAP1GAP2 RARA RGS2 ROBO1 SERPINB2 SIGLEC8 SOX4 SPANXA1 SPANXB1 SSX1 SSX2 STX11 SULT1C2 THAP9 TNC TP53TG1 TRIM23 TSPAN12 TTC9 USP9Y UTY VCL XYLB ZBED4 ZDHHC17 ZNF257 ZNF682 ZNF750 TAVOR_CEBPA_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TAVOR_CEBPA_TARGETS_DN A2M AKR1B1 CRADD FOXO1 FXR2 GAL GATA2 GJA1 GP9 H1-10 ICAM2 IFI27 IFI6 ISG15 ITGB5 KLRC1 KLRK1 LYL1 MAP1B MC1R MMRN1 MYC OAS2 PFN2 PLOD2 RIN1 SERPINB1 SULT1A3 TBXAS1 THBD TNFSF10 ZBTB48 TAVOR_CEBPA_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TAVOR_CEBPA_TARGETS_UP ACSL1 AKAP12 ANXA1 ARC ARG1 ARHGEF5 BCL2A1 BIK BTG1 BTG2 C3AR1 CA2 CCND2 CD7 CXCR4 DYNLT3 EEF1A2 EXTL2 FIG4 GBP1 GCH1 GGH GLIPR1 HCAR3 HMOX1 ID2 IL1RN KCNMB1 KIAA0513 KLF5 LITAF LST1 MLC1 NFIL3 PTPN3 PTPRC PTX3 RAB31 RGS2 S100A9 SECTM1 SERPINF1 SERPINI1 SERTAD2 SOD2 SPINT2 TANK TRDC TRGC1 TRIB1 VCL TAYLOR_METHYLATED_IN_ACUTE_LYMPHOBLASTIC_LEUKEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TAYLOR_METHYLATED_IN_ACUTE_LYMPHOBLASTIC_LEUKEMIA AGFG1 ARID5B AZIN1 BCL10 CAV1 CCN3 CDC42SE1 CLOCK CNTN4 COL24A1 COX5B CWF19L1 CYREN DDX39B DLC1 DPY30 EFNA5 FAM167A FAM184B FBXO36 FEV FOXD2 FSTL5 GMNN GTF2H2 GTPBP2 H2AC4 H3-3A HSF2 HSPA4L IFT74 KCNK2 KHDRBS3 KLHL21 KLHL9 LAPTM4A LRP1B MAML3 MCF2L2 MOB1B MRAP2 MYC NAP1L5 NASP NDUFA4 NFIA NFU1 NKX6-1 NUDT9 PCDHGA12 PPP4R3B PROX1 PSMA2 RBBP5 RFC2 RPRM RPS14 RREB1 RUNDC3B SFXN5 SLIT3 SMARCAD1 SMC2 SNRPC SP8 SPATA5 STAM STX17 SUSD5 TBC1D2 TOMM70 TTK TUT4 WDCP ZMPSTE24 ZNF252P-AS1 ZNF827 ZNHIT6 TCGA_GLIOBLASTOMA_COPY_NUMBER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TCGA_GLIOBLASTOMA_COPY_NUMBER_DN ATAD1 CAB39L CDADC1 CDKN2A CDKN2B CDKN2C EBPL ENO1 EVI2B FAF1 FNDC3A H6PD KCNRG KPNA3 MIR15A MIR34A NF1 OMG PHF11 PRKN PTEN QKI RB1 RCBTB1 RCBTB2 RERE SETDB2 SLC45A1 SPRYD7 SPSB1 TRIM13 TCGA_GLIOBLASTOMA_COPY_NUMBER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TCGA_GLIOBLASTOMA_COPY_NUMBER_UP ADSS2 AGAP2 AKAP3 AKT3 ANKIB1 AVIL B4GALNT1 C12orf4 C1orf100 CAPZA2 CATSPERE CCND2 CDK4 CDK6 CEP170 CHIC2 CPM CSTF3 CTDSP2 CYP27B1 DDX1 DYRK4 EGFR EIF3M ETNK2 FAM133B GATAD1 GEN1 GOLT1A HIPK3 HS1BP3 KISS1 KRIT1 LAPTM4A LDAH LRRN2 MARCHF9 MDM2 MDM4 MET METTL1 MIR26A2 MYCN NAGLU NDUFA9 OS9 PARP11 PDGFRA PEX1 PIK3C2B PIK3CA PLEKHA6 PPP1R15B PUM2 QSER1 RBM48 RDH14 REN RHOB RPL21P44 SAMD9 SAMD9L SDCCAG8 SLC35E3 SMC6 SOX13 SOX2 TCP11L1 TSFM TSPAN31 VPS50 WDR35 WT1 WT1-AS ZBTB18 TCGA_GLIOBLASTOMA_MUTATED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TCGA_GLIOBLASTOMA_MUTATED EGFR ERBB2 NF1 PIK3CA PIK3R1 PTEN RB1 TP53 TENEDINI_MEGAKARYOCYTE_MARKERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TENEDINI_MEGAKARYOCYTE_MARKERS BAD BAK1 BCL2 BCL2L2 CASP3 CASP9 CBFA2T2 CBFA2T3 CCL5 CCNB1 CCND3 CCNE1 CCNE2 CD9 CDK1 CDK2 CDKN1B CDKN2A CXCL1 CXCL8 CXCR4 FLI1 FOS GATA1 GP1BA GP6 GP9 IL11 IL11RA IL1B IL1R1 IL3RA IL6 IL6R ITGA2B ITGB3 JAK2 JARID2 JUND KIT MAFG MAPK14 MCL1 MECOM MPL MYB MYC NFE2 PDGFA PDGFB PDGFC PF4 PIK3C2B PPBP RASA1 RASGRP2 STAT1 STAT3 STAT5A TAL1 TGFB1 VEGFA TERAMOTO_OPN_TARGETS_CLUSTER_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TERAMOTO_OPN_TARGETS_CLUSTER_1 ACTL6B BNIP3 DCLK3 ERBB3 FMR1NB GFOD2 HMGCR IDH1 INSIG1 LSS PLCD3 SC5D TFRC TMEM50B TERAMOTO_OPN_TARGETS_CLUSTER_3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TERAMOTO_OPN_TARGETS_CLUSTER_3 GPR137C NIP7 PAGR1 PEG10 RBM7 SEC22C TRAM2 TERAMOTO_OPN_TARGETS_CLUSTER_4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TERAMOTO_OPN_TARGETS_CLUSTER_4 ATIC CHEK1 COL3A1 DGCR6 FABP1 HINT3 LDHA LRPAP1 PMEPA1 S100A4 SEMA6C SPPL2B SUGT1 TTC30B TTC39B TERAMOTO_OPN_TARGETS_CLUSTER_5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TERAMOTO_OPN_TARGETS_CLUSTER_5 B3GALNT2 GIGYF2 GON4L ILDR2 SFT2D3 STAB1 WASHC3 TERAMOTO_OPN_TARGETS_CLUSTER_6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TERAMOTO_OPN_TARGETS_CLUSTER_6 ACACB ACTN4 ADAMTS7 APOD BLOC1S1 CCDC3 CCDC80 DAND5 ELMO2 GFUS KCTD20 MMP7 NDRG2 OLFML3 PDGFRB PIH1D1 PPP5C PSME1 RITA1 SERPINF1 SLIT1 SOAT1 SPARCL1 TMEM107 TSPAN9 ZDHHC2 TERAMOTO_OPN_TARGETS_CLUSTER_7 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TERAMOTO_OPN_TARGETS_CLUSTER_7 CTH GPT2 METTL2A MTHFD2 NFATC1 NR1I3 PDE3B PHGDH PPP1R15A PSPH RAPGEF6 RRBP1 S100A6 SLC4A10 SPP1 TFAP2A UGDH WARS1 TERAMOTO_OPN_TARGETS_CLUSTER_8 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TERAMOTO_OPN_TARGETS_CLUSTER_8 HOMER2 KIAA0753 MAPT NRCAM NRGN P2RX3 SERPINI1 SPP1 TERAO_AOX4_TARGETS_HG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TERAO_AOX4_TARGETS_HG_DN CYP2F1 EGR1 ELOVL1 MAP2 STK25 WDFY1 TERAO_AOX4_TARGETS_HG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TERAO_AOX4_TARGETS_HG_UP ACSL6 AP1S3 CEBPA CYP2B6 CYTH1 GNA12 GNS INTS4 KIAA0930 MAP1LC3A MFSD9 MIA2 NAA60 NSF PAM PEA15 PEX5 RAF1 RNF185 RNF4 SBF2 SGPL1 SNX27 TMEM127 TRAPPC10 TTC7A TXNDC5 UBE2V1 TERAO_AOX4_TARGETS_SKIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TERAO_AOX4_TARGETS_SKIN_DN ABCD2 ACSL6 C5orf22 C7orf31 CASP12 CFAP70 DDIT4L DMXL1 ESRRG FKBP15 H1-3 HYCC2 IGF1 KLHL13 MAU2 MRNIP RGS18 SAMD5 SNURF TMEM267 UCHL1 ZNF354B ZNF845 TERAO_AOX4_TARGETS_SKIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TERAO_AOX4_TARGETS_SKIN_UP ATP7A BCLAF1 DNAJC5 EFNB1 ELOVL7 ERBIN ERC1 FGD1 FZD10 H2AC14 H2AC8 KCNH1 KRIT1 LPGAT1 LRRC46 METTL1 MRPL38 NSUN6 PA2G4 POLR3F RAD23B RPS18 RTN4 SEC63 SFN SMG6 TMC4 TOMM40 TRPC4AP VPS29 WDR45B TESAR_ALK_AND_JAK_TARGETS_MOUSE_ES_D4_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TESAR_ALK_AND_JAK_TARGETS_MOUSE_ES_D4_DN LEFTY1 LEFTY2 NANOG NODAL POU5F1 TDGF1 TESAR_ALK_AND_JAK_TARGETS_MOUSE_ES_D4_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TESAR_ALK_AND_JAK_TARGETS_MOUSE_ES_D4_UP DCX MSX1 PAX6 TUBB3 ZIC1 TESAR_ALK_TARGETS_EPISC_3D_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TESAR_ALK_TARGETS_EPISC_3D_UP DCX GBX2 MSX1 NES SOX1 TUBB3 ZIC1 TESAR_ALK_TARGETS_EPISC_4D_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TESAR_ALK_TARGETS_EPISC_4D_UP DCX MSX1 NES PAX6 TUBB3 ZIC1 TESAR_ALK_TARGETS_HUMAN_ES_4D_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TESAR_ALK_TARGETS_HUMAN_ES_4D_DN LEFTY1 LEFTY2 MYC NANOG NODAL TDGF1 TESAR_ALK_TARGETS_HUMAN_ES_5D_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TESAR_ALK_TARGETS_HUMAN_ES_5D_DN LEFTY1 LEFTY2 MYC NANOG NODAL POU5F1 TDGF1 TESAR_ALK_TARGETS_HUMAN_ES_5D_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TESAR_ALK_TARGETS_HUMAN_ES_5D_UP GBX2 MSX1 PAX6 SOX1 ZIC1 TESAR_JAK_TARGETS_MOUSE_ES_D3_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TESAR_JAK_TARGETS_MOUSE_ES_D3_DN DAZL ESRRB NR0B1 PECAM1 PIWIL2 STRA8 TBX3 ZFP42 THEILGAARD_NEUTROPHIL_AT_SKIN_WOUND_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/THEILGAARD_NEUTROPHIL_AT_SKIN_WOUND_DN ABCG1 ACLY ACTN1 ACTN4 ACVR1B ADAM10 ADD3 ADGRE5 AKT1 ANXA11 APAF1 ARHGAP1 ARHGAP4 ARHGDIB ARHGEF1 ARID4A ARPC1B ARPC3 ATP6V0E2 ATRX BARX2 CALM1 CALM2 CAMK2G CAPZB CASP8 CBFA2T3 CBX1 CCZ1 CD46 CDIPT CDK13 CDKN2D CELF2 CITED2 COPS5 CORO1A COX5B CPNE3 CRADD CREBBP CSF3R CSTA CXCR1 CXCR2 CYTH1 DAPK2 DDX23 DHX9 DOCK2 EIF4G2 ENTPD1 FADD FEZ2 FKBP1A FLI1 FLII FLOT2 FOXO1 FOXO4 GALNT3 GAS7 GCA GDI2 GNAI2 GNAO1 GNAQ GNAS GNAT2 GNB2 GPR19 GRK2 GSK3B GTF2B GTF2E1 GTF2I GTF3C1 HCLS1 HDAC5 HHEX HMGB2 HNRNPUL1 HSBP1 HSF1 HTATIP2 ICAM3 IDS IGF2R INPP5D IQGAP1 ITGB2 ITPKB JAK1 KLC1 LASP1 LBR LILRA2 LILRB5 LRRFIP1 LSP1 LST1 LTB MAP2K4 MAP3K3 MAP3K5 MAPK3 MAPKAPK3 MARK2 MBD4 ME2 MEIS2 MTMR3 MYCBP MYO9B NCF4 NCOA1 NCOA4 NFE2 NPEPPS NUP153 NUP214 OAZ1 OGT PDE3B PEX1 PHC2 PHKA2 PHKB PIGB PITPNM1 PLCB2 PLCG2 PNN POLR2J PPFIA1 PPM1A PPP1CA PPP1CC PPP1R12A PPP1R12B PRCP PRDX3 PRKAR1A PRKCB PRMT2 RABIF RAF1 RALBP1 RALY RARA RASA1 RASGRP2 RBL2 RBM5 RBMS1P1 RCBTB2 RERE RGS14 RGS19 RGS2 RIPK1 RO60 ROCK1 RPS6KA1 RPS6KA5 S1PR4 SEC14L1 SELPLG SET SLC19A1 SLC23A2 SLC25A3 SLC31A2 SMARCA2 SMC1A SNAP23 SPAST SPTLC1 SRP9 SRPK2 SRSF1 SRSF4 ST8SIA4 STAT6 STK24 STK38 STX16 TADA3 TAF4 TAOK3 TBCC TBPL1 TCAP TGFA TGFB1 TIAL1 TKT TLR1 TLR6 TNPO3 TOB1 TOPBP1 TPST2 TRIM27 TSC22D3 TST TUBA1B TUBA3C TUBA4A TWF2 TYK2 UBA3 UBN1 ULK1 UPF1 UQCR11 USP1 USP15 VIM WAS XPC XRCC5 YY1 ZFP36L2 ZMPSTE24 ZNF185 ZNF217 THEILGAARD_NEUTROPHIL_AT_SKIN_WOUND_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/THEILGAARD_NEUTROPHIL_AT_SKIN_WOUND_UP AHR AQP9 ATP1A1 ATP6V1C1 AZIN1 BCL2A1 CALU CASP9 CCL2 CCL3 CD44 CFLAR CHD1 CLCN7 CXCL2 CXCL3 CXCL8 DLGAP1 EEF1A1 EGR3 EIF4A1 EIF5 ETS2 GABARAPL2 GNL1 GPR18 GPR65 HCAR3 HIVEP1 HMGA1 HNRNPC IDI1 IER3 IL1B IL1R1 KAT5 KLF10 KLRG1 LAMB3 LCP2 LGMN M6PR MAP2K3 MTHFD2 NAMPT NCOR2 NFE2L2 NFKB1 OXSR1 PHF1 PI3 PLAU PLEK PPP2R2A PTPRE RAB1A RPS16 RPS27 SH2B2 SKIL SLC25A13 SLC25A6 SRP54 TAF6L TANK TFEC TGFBR1 TNF TPP1 TRAF3 TRIB1 UPP1 USP14 VDR VEGFA ZFP36 THEODOROU_MAMMARY_TUMORIGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/THEODOROU_MAMMARY_TUMORIGENESIS AGAP1 ASTN2 ATP2B1 DPP10 EGR3 ERAS FGF10 FGF3 FGF4 FGF6 FGF8 FGFR2 FOXC2 GSE1 IGF2 JMJD1C KLF15 LAMB1 MAP3K8 NKD2 NOTCH4 PDGFRB PROS1 PTGIS RREB1 RSPO2 RSPO3 SFMBT2 TENM1 WNT1 WNT3 THILLAINADESAN_ZNF217_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/THILLAINADESAN_ZNF217_TARGETS_DN ABCA12 CDKN2B EFNB2 FAM241A MAN1A1 MINDY1 TCEAL8 THYN1 VAV3 THILLAINADESAN_ZNF217_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/THILLAINADESAN_ZNF217_TARGETS_UP BAIAP2L1 BRCA1 CABIN1 CALM1 CAMK2N1 CDC25C CDCA8 CENPU CNOT1 CNPY3 DAZAP1 DCXR EIF4E ETF1 FAM43A FGFRL1 GLT8D1 HAUS2 HAUS3 HDHD5 IRX2 KCTD15 LBR LMNB1 MCM8 MND1 NUP50 OTULINL PDXP PFKFB3 POP7 PRR11 RAC3 RAD51AP1 SF3A1 SHLD2 SKA3 SRP72 TCF3 XPO4 ZNF395 THUM_MIR21_TARGETS_HEART_DISEASE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/THUM_MIR21_TARGETS_HEART_DISEASE_DN ACOT1 AQP4 ARHGAP26 CENPF CMSS1 EFEMP1 NOCT PFKFB1 SLC7A1 THUM_MIR21_TARGETS_HEART_DISEASE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/THUM_MIR21_TARGETS_HEART_DISEASE_UP APOD ASPN BGN CCN5 COL1A1 COL1A2 COL5A2 CRLF1 ELN IGFBP7 LOX LTBP2 LUM NMRK2 POSTN RCAN1 SVEP1 TGFB3 THUM_SYSTOLIC_HEART_FAILURE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/THUM_SYSTOLIC_HEART_FAILURE_DN ADAMTS15 AGPAT3 AHI1 AIG1 AK3P3 AKAP10 AKAP8L ANAPC16 AP3D1 ARHGEF10 ARHGEF7 ARMH4 ARSD ASPH B3GALNT2 BBIP1 BBX BCL11A BMPR1B C16orf46 C8orf88 CA14 CACNA1C CAPS2 CCDC28B CD300LG CD36 CDC42BPA CDC42EP2 CEP350 CEP43 CFDP1 CFLAR CHDH CLN8 COX15 CPEB4 CPNE4 CPNE5 CSNK1A1 CSNK2A1 CYCS CYP4B1 DENND1B DHRS7C DLC1 DNAJC16 DOCK5 DPF3 EGLN1 ELL2 ENSG00000274333 EPCAM EPN1 ESRRG ETNPPL FAM98A FCN3 FTX GABBR2 GGCX GKAP1 GNRH1 GPAT3 GRAMD4 H19 HCG18 HEY2 HOPX HSP90B1 HSPD1 HYCC2 INAVA INTS6 IP6K3 KANK1 KCNJ8 KCNQ2 KIAA1217 KLF12 KLHDC10 KLHL31 KMT5B KMT5C KY LATS2 LCN10 LDB3 LINC00472 LINC00667 LINC00881 LINC01341 LINC02984 LMLN LMO7 LOC102724701 LSAMP LSP1P5 MAML1 MAP4K4 MAPT MAST4 MBD4 MCCC2 METAP2 MLEC MLLT10 MMP15 MPP3 MUC20-OT1 N4BP2L2 NACA4P NBEAL1 NCOR1 NDUFA5 NEK1 NIBAN1 NKTR NPIPB15 NSG1 PAAF1 PCBP2 PCDHGA10 PCDHGA8 PDE7A PDZD2 PER1 PER2 PER3 PITPNB PKD1L2 PKM PLEKHA2 PLEKHA5 POLR3E PPFIBP1 PPM1A PPM1K PPP1R10 PPP1R2 PPP1R9A PPTC7 PRDM6-AS1 PRKRA PSD3 PTEN PTP4A3 PTPN2 RAB18 RAPGEF2 RBBP6 RBM5 RHOT1 RIF1 RNF115 RNPC3 RNU6-1016P RNU6-37P RORB RPAP2 RPL7 SBF2 SCAF11 SEC14L5 SEC22C SERHL SGPP2 SILC1 SLC16A4-AS1 SLC25A36 SLC38A1 SLC8A1-AS1 SMCHD1 SMIM8 SNHG14 SNHG26 SORBS2 SOS1 SPAG9 SPTBN1 SQSTM1 STK35 STOX2 STRBP SUSD4 SYNE1 TACC1 TALAM1 TANC1 TESC THSD4 TM2D1 TMEM116 TMEM165 TMEM59 TOB2 TRIM52 TTC3 TULP4 UBE3C UBN1 UQCRC2 USH2A USP54 VPS13D VTI1A WASL YWHAZ ZBTB20 ZBTB21 ZBTB48 ZC3H11A ZFAND4 ZNF131 ZNF148 ZNF189 ZNF207 ZNF493 ZNF579 ZSWIM7 THUM_SYSTOLIC_HEART_FAILURE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/THUM_SYSTOLIC_HEART_FAILURE_UP ABCD3 ACE2 ACTB ACTBP9 ACTG1 ACTR2 ADA2 ADAM17 ADAM9 ADM AGO4 AIF1 AKAP1 AKR1C1 ALDH4A1 ALOX5AP ANAPC5 ANG ANGPT2 ANGPTL1 ANKRD12 ANP32A ANXA4 APBB2 APOL4 ARF1 ARF6 ARFIP1 ARHGAP24 ARHGDIA ARHGDIB ARHGEF9 ARL8B ASB11 ASCC1 ASPN ATP1B4 ATP6AP2 B3GNT2 BCAT1 BCLAF1 BMAL1 BRCC3 BSG BTN3A2 C1QA C1QB C1QC C1S C1orf53 C3AR1 C6orf62 CALCRL CALU CAPRIN1 CASP1 CAT CAVIN2 CCDC144NL-AS1 CCL4 CCL8 CCNG2 CCNL2 CCT2 CD14 CD46 CD52 CD53 CD74 CDC42EP3 CDC5L CDH19 CDKL1 CDV3 CEP20 CFAP61 CFB CFI CLEC2B CLIC4 CLIC5 CMAHP CNKSR3 CNN3 CNOT8 COLQ CP CREBRF CRTAP CTHRC1 CTNNA1 CTSB CTSC CTSS CX3CR1 CXCL12 CXCL2 CXCR4 CYB5R3 DAZAP2 DEPP1 DHRS9 DIRAS3 DKK3 DNAJA4 DNAJB4 DNAJB6 DNM3OS DOCK2 DPP9 DPT EDN1 EIF1 EIF2S3 ENG ENO1 ENPP2 ENSA ENSG00000280018 ENTPD1 EPHA3 EPHA4 EPHA7 ERAP1 ERCC8 ETV1 EVI2B EXOC5 EZR F13A1 FAS FBXO32 FBXW11 FCER1G FCGR2B FCGR3A FGF1 FH FLI1 FMOD FOLR2 FPR3 FRMD5 FUS GABRA4 GADD45A GADD45B GAS5 GASK1B GDI2 GFM2 GIMAP1 GIMAP2 GNLY GPR34 GPX8 GRIA3 GSN GTDC1 H3C6 HLA-DMA HLA-DPA1 HLA-DQB1 HLA-DRA HLA-DRB1 HNMT HP1BP3 HPGDS HRH1 HSD17B11 HSP90AB1 HSP90B1 HSPA4 HTATIP2 HTATSF1 HTR2B ID4 IGFBP3 IGHM IGKC IGLC2 IL2RB IL2RG IL33 INHBB INPP5A IRAG2 IRF8 ITGB1 ITGB2 ITGBL1 IWS1 JAK2 JAM3 JMJD4 KBTBD2 KIFAP3 KLHL20 KLHL41 KPNA4 LAIR1 LAMP1 LAP3 LAPTM5 LCP1 LEPR LILRB1 LINC00339 LINC01089 LINC01140 LMAN1 LMBR1 LOXL1 LPAR6 LST1 LTBP2 LURAP1L LXN LY96 LYN LYRM7 LYZ M6PR MAN1A1 MAP3K7CL MAPK1IP1L MAPKAPK2 MAT2A MATR3 MAX MBNL2 MFAP4 MFGE8 MFN2 MIER3 MINDY2 MINDY3 MIR101-1 MIR29B2 MIR3685 MNDA MORF4L1 MPEG1 MR1 MRC1 MRPL44 MS4A4A MS4A6A MSR1 MTURN MYOM3 NAB1 NAMPT NAP1L1 NBR1 NCBP2 NEAT1 NECAB1 NFATC2 NFIA NHSL1 NONO NORAD NOTCH2 NOX4 NPPA NPPB NPY6R NR1D1 NRAP NT5E NTRK3 NUCKS1 OASL OMD P2RY13 PACSIN2 PAPOLA PAXBP1 PCNP PDCD1 PDGFC PDIA6 PDK1 PDLIM7 PGRMC1 PICALM PIK3CG PIK3IP1 PKP2 PLA2G4A PLAT PLEKHF2 PLK2 PLSCR4 PLXDC2 PPFIBP1 PPP1R16B PPP1R3B PPP1R3C PRDM1 PREPL PRMT2 PRNP PRPF4B PRPS1 PRRX1 PRUNE1 PSPC1 PTBP2 PTK2 PTPN11 PTPRC RAB5A RABEP1 RAC2 RALB RARA RARG RASL11B RBBP4 RBM48 RBMS3 RBMS3-AS3 RDX RFC5 RGS4 RHOA RICTOR RIOK3 RNASE1 RNF125 RNF14 RPL3 RRM1 S100A9 SC5D SCARA3 SCARB2 SCOC SDC2 SDC3 SEC61A1 SELENOM SELENOT SELP SEPTIN10 SERPINE2 SFR1 SFRP4 SGCB SHC1 SKAP2 SLC11A1 SLC16A1 SLC8A1 SLC9A9 SLN SNAP23 SNHG29 SOCS2 SP1 SPIRE1 SPPL2B SRGN SRPX2 SS18 SSBP4 ST3GAL3 ST3GAL6 ST6GAL1 STAT1 SYPL1 TAF9B TANK TATDN3 TBL1XR1 TDGF1 TGFBR2 TGM2 THBS1 TLR4 TLR7 TM4SF1 TMED2 TMEM182 TMEM230 TMEM35B TMEM43 TMEM45A TMEM50B TNFAIP8L2 TNFRSF11B TNFSF10 TPP1 TPR TRAC TRDN TSPAN12 TSPAN18 TYROBP UCHL1 UEVLD UTP23 UTRN VAMP3 VAMP8 VCAM1 VCAN VEGFA VGLL3 VIPAS39 VPS35 VSIG4 VSNL1 WDR1 XPO7 YTHDF3 YWHAE YWHAZ ZBED5 ZEB1 ZFAND5 ZFP36L2 ZNF217 ZNF438 ZNF571-AS1 ZNF608 ZNF672 ZNF727 TIAN_BHLHA15_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TIAN_BHLHA15_TARGETS ACP2 AQP3 ARRDC3 C2orf88 CCPG1 DISP1 FIGN FNDC3A MAP2K5 MINDY1 MPC1 RAB26 RAB3D SERPINI1 SLC31A2 TIFA TIAN_TNF_SIGNALING_NOT_VIA_NFKB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TIAN_TNF_SIGNALING_NOT_VIA_NFKB DUSP2 EGR1 EXT1 FOSB FZD2 GATA2 HSPA1A IER3 INSIG1 JUN JUNB KLF10 KLF6 MNT NR4A1 PDE8B PLA2G6 PPP1R15A PTGES RGS16 TIPARP TPTEP1 TIAN_TNF_SIGNALING_VIA_NFKB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TIAN_TNF_SIGNALING_VIA_NFKB CCL20 CCN2 CD83 CXCL1 CXCL2 CXCL3 CXCL8 GCH1 GFPT2 IL6 IRF1 NFKB1 NFKB2 NFKBIA NFKBIE PLK2 PTGS2 REL RELB SDC4 TNFAIP2 TNFAIP3 TNFRSF9 TNIP1 TRAF1 ZFP36 TIEN_INTESTINE_PROBIOTICS_24HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TIEN_INTESTINE_PROBIOTICS_24HR_DN AARS1 ACBD3 ACTG1 ADNP2 AFTPH AGR2 AKR1B10 AKR1C1 ALDH3B1 ARF4 ARHGAP35 ARHGEF2 ARIH1 ARMCX3 ASNS ATF2 ATF3 ATL2 AUH BNIP3L BTG1 CALR CANX CBX4 CD55 CDC5L CDC6 CDK2AP2 CEBPB CEBPG CEP57 CLCN3 COG5 CREB1 CSNK1A1 CTAGE9 DDIT4 DNAJB9 DNAJC10 DTX2P1-UPK3BP1-PMS2P11 EEF1A1 EEF1G EEF2 EIF1 EIF4B EIF5A ELF3 EPHB4 ESRP1 FAF2 FAM120A FICD FNDC3A FTH1 FTH1P5 FTL GARS1 GATAD1 GCLM GCNT3 GDF15 GFPT1 GLRX GOLGA5 GOT1 GRB10 H1-0 HERPUD1 HKDC1 HOOK1 HSP90B1 HSPA13 HSPA5 HSPA8 HSPA9 HSPH1 HYOU1 IFRD1 INHBE JAG1 KAT6B KDELR1 KLF5 KLHL24 LAMB3 LAMP3 LARP6 LPIN2 LRRFIP1 MAN1A2 MANF MAP2K2 MARCHF5 MBNL2 MCTP2 MIA3 MLPH MSTO1 MTA1 MTDH MTFR1 MTHFD2 NAP1L1 NBR1 NCOR1 NDRG1 NFIL3 NQO1 NUCB2 NUDT4 P4HB PABPC1 PCK2 PDCD4 PDE8A PDIA3 PDIA4 PDIA6 PJA2 PLAAT4 PNRC1 PPIB PPP1R15A PRNP PRR15L PRSS3 PTPRF RAB2A RACK1 RANBP9 RARA RMND5B RNF19B RPL10 RPL12 RPL13 RPL13A RPL23 RPL23A RPL27A RPL3 RPL34 RPL37A RPL39 RPL4 RPL41 RPL5 RPL9P7 RPLP0 RPS11 RPS14 RPS18 RPS19 RPS2 RPS23 RPS24 RPS27 RPS3 RPS3A RPS6 RPS7 S100P SARS1 SAT1 SDF2L1 SEC63 SEL1L SEL1L3 SERP1 SGSM3 SH3GLB1 SLC1A4 SLC1A5 SLC35E1 SLC3A2 SLC43A1 SLC6A8 SLC7A1 SNHG32 SQSTM1 ST6GALNAC4 STX5 TANK TBC1D15 TCEA1 TES TFE3 TFG THOC2 TMCO3 TMED2 TMED5 TMED7 TMEM39A TPT1 TRAM1 TRIB3 TSPAN31 TTC17 TTC3 TXNRD1 UBC UBE2H UBXN4 UGT1A10 UNC5B VASP VEGFA WARS1 WDR45 WIPI1 ZMYM4 ZNF236 ZNF277 ZNF282 TIEN_INTESTINE_PROBIOTICS_24HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TIEN_INTESTINE_PROBIOTICS_24HR_UP AASDHPPT ABAT ABCD3 ACAA2 ACAT2 ACLY ACOT13 ACTN1 ACYP1 ADAR ADAT1 ADI1 ADM ADSL AGMAT AGPAT5 AHSA1 ALAD ALDH7A1 AMD1 AMMECR1 ANP32E AP5M1 APOBEC3B APOC3 APOD AREL1 ARF3 ARHGAP8 ARHGDIB ARL4C ASAH1 ATOX1 ATP13A3 ATP1B1 ATP2C1 ATP5MC3 ATP5MF ATP5MG ATP5MJ ATP5PF ATP6V0E1 AURKA AURKAIP1 BABAM1 BCLAF1 BMI1 BRD8 BRD9 BUB1 BUB1B C11orf24 C12orf43 C1D C1QBP C5orf15 CACYBP CADM1 CALD1 CALM1 CAST CBFB CCDC86 CCNA2 CCNB1 CCND1 CDC123 CDC25A CDC42 CDC42EP3 CDK2AP1 CDKN3 CELF1 CENPA CENPF CENPI CENPN CENPS CEP76 CETN3 CHI3L1 CHMP5 CHTOP CIAPIN1 CKLF CKS2 CLUH CMTM6 CNPY2 COA3 COMMD8 COMMD9 COTL1 COX17 CPSF6 CREG1 CRIPT CRYBG2 CSRP2 CSTF3 CUL2 CXADR CYB5B CYB5R3 CYBC1 DAB2 DAG1 DBF4 DBI DCAF6 DCK DCTPP1 DCXR DDC DDX3X DDX46 DDX52 DEF8 DENR DERA DGCR2 DHCR24 DHCR7 DHX15 DHX29 DHX9 DICER1 DIMT1 DLGAP5 DNAJA1 DNAJC15 DNAJC9 DNMT1 DNMT3B DOCK9 DPP3 DROSHA DUT DYNLL1 DYNLT1 EBP ECHS1 EED EI24 EID1 EIF4A3 EIF4E EMG1 ENDOD1 ENOSF1 ENTPD4 ERCC3 ERG28 ERH ERI2 ERLIN1 ESPL1 ETF1 ETNK1 EXOSC2 EXOSC7 FABP1 FAIM FAM111A FAM32A FAM98A FARP1 FASTKD1 FASTKD3 FASTKD5 FBXO3 FBXO5 FBXO9 FCF1 FDPS FEN1 FKBP3 FKBP4 FOXM1 FRMD4B FUS G3BP1 GALNT1 GALNT6 GCH1 GEMIN4 GET1 GGA2 GGH GINS1 GINS2 GINS3 GLDC GLRX5 GLUL GM2A GMFB GMNN GNS GOLGA7 GTF2H5 GTF3C2 GTSE1 H2AZ2 H3-3B HACD2 HARS1 HCCS HEATR3 HEG1 HIBCH HIGD1A HJURP HMGCR HMGCS1 HMGCS2 HMGN3 HMMR HNRNPA0 HNRNPA3 HNRNPAB HNRNPH3 HNRNPM HPGD HPRT1 HSBP1 HSDL2 HSPA14 HSPE1 HTATIP2 HTATSF1 IARS2 ICMT ID2 IDI1 IFT25 IL32 IMPA2 INPP5A ISOC1 KIF11 KIF14 KIF20A KIF23 KLHL21 KLHL7 KRIT1 LAPTM4B LARP4 LARS2 LGALS2 LGR4 LINC01399 LMAN2L LMNB2 LPCAT1 LRPAP1 LRPPRC LRRC47 LSM3 LSM4 LSM5 LSM7 LSS LUC7L3 LYRM2 LYRM4 MAD2L1 MAP3K4 MAP4K4 MAPK1IP1L MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MED24 MED4 METAP2 MFSD1 MGRN1 MGST2 MGST3 MIOS MMD MORC2 MORC4 MPHOSPH6 MPZL1 MRPL20 MRPL22 MRPL46 MRPL9 MRPS18B MRPS2 MRPS22 MRPS28 MRS2 MSH6 MSMO1 MSX2 MTCH1 MTRR MYH10 MYL6 NAE1 NASP NCAPH NDC80 NDUFA13 NDUFA2 NDUFA5 NDUFA6 NDUFA8 NDUFA9 NDUFB1 NDUFB2 NDUFB3 NDUFB6 NDUFC1 NDUFV2 NEDD8 NEMP1 NFATC2IP NIP7 NLRP2 NME1 NOP56 NPTN NR2F2 NSF NTAN1 NUDC NUDT1 NUDT15 NUP107 NUP188 NUP85 NUP93 NUSAP1 NXT2 OAT OPA1 PACSIN2 PAFAH1B1 PAIP1 PALM2AKAP2 PANK3 PCBD1 PCMT1 PCNA PDCD5 PDF PDHB PDHX PEPD PEX3 PFKFB3 PGAM1 PGS1 PHACTR2 PHB1 PICALM PIGF PIK3R4 PIN4 PLCB1 PLEKHB2 PLK1 PLXNA1 PNN POLDIP2 POLE2 POLR2F POLR2L POLR3K POMK PON2 POP5 PPIF PPM1H PPP2R1B PRC1 PRDX2 PRSS23 PSMA6 PSMB7 PSMC1 PSMC6 PSMD1 PSMD2 PSME3 PTS PTTG1 PUDP PXMP2 QDPR RAB8A RACGAP1 RAD51AP1 RAN RAPGEF2 RARS1 RBM12 RBM14 RBM34 RBM8A RBX1 RCN2 RDH11 RECQL REEP5 RFC2 RFC3 RIC8A RIN2 RP2 RPA1 RPA3 RPL26L1 RRM1 RRM2 RRP15 RRP7A RTL8C SAC3D1 SAFB2 SAMD4A SAMM50 SAR1A SC5D SDHC SEH1L SFPQ SGK1 SGMS1 SHCBP1 SHLD2 SHTN1 SIVA1 SKIC8 SKP2 SLBP SLC1A1 SLC25A1 SLC25A13 SLC25A4 SLC25A44 SLC36A1 SLC5A6 SLC9A6 SLIRP SMARCA5 SMC4 SMIM10L1 SMYD2 SNHG14 SNN SNRNP25 SNRPD1 SNRPD3 SNRPE SNRPF SNRPG SNX3 SPAG5 SPAST SPATA5L1 SPC25 SPG7 SPON1 SRRT SRSF1 SRSF2 SRSF3 SRSF5 SRSF7 ST14 STARD7 SUB1 SUCLA2 SUMO1 SUPT16H SYNCRIP SYNGR2 TAF11 TAGLN TAGLN2 TARDBP TAX1BP3 TBL1X TBRG4 TBX3 TCAF1 TCEAL4 TCF4 TEAD4 TFAM TGOLN2 THYN1 TIGAR TIMM13 TIMM23 TIMM8B TIPIN TK1 TM4SF1 TM7SF3 TMA7 TMEM109 TMEM14A TMEM177 TMEM50A TMPO TNPO1 TNS3 TOMM6 TOP2B TOPBP1 TPCN1 TPM1 TRAPPC2L TRAPPC4 TRIAP1 TRIM14 TRIP13 TRMT61B TSN TTC1 TTF2 TUBB2A TUBG1 TWNK TYMS UBAC1 UBAP2L UBE2D1 UBE2L3 UBE2N UBE4A UBL5 UMPS UNC50 UNG UROD USP11 USP14 USP7 UTS2 VAMP3 VAMP8 VDAC3 VRK1 WASHC2C WBP11 WDR82 YWHAQ ZC3HAV1 ZFYVE16 ZWINT TIEN_INTESTINE_PROBIOTICS_2HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TIEN_INTESTINE_PROBIOTICS_2HR_DN AK6 ALDH5A1 ARHGAP8 ARMCX6 ATP2C1 BAZ1A BRD8 CADM1 CALD1 CEBPD CEP76 CHMP5 CIRBP CKAP4 CLCN4 CLU CRIM1 DAB2 DBN1 DIMT1 DKK3 E2F8 EAPP EED EFCAB2 ERCC3 ETNK1 FERMT2 FKBP11 FLRT3 FNDC3B FUBP3 GAB2 GABARAPL1 GEMIN2 GGH GINS3 GOLGA7 HAUS3 HIC2 HOXA1 HSPA13 INPP5F JMJD1C KLC1 KLHL7 LARS2 LRPPRC MAP4K4 MICAL2 MMD N4BP1 NCK1 NOC3L NOX1 OPA1 PDHX PHIP PICALM PLXNA1 PPFIA1 PPP4R1 PRCP PTGS2 QKI RAF1 RAPGEF2 RCHY1 RDH11 RECQL RESF1 SAMM50 SEC23A SOS1 STX3 TAF1A TCAF1 TCEAL4 TIAL1 TIGAR TMEM165 TNS3 UBE2D1 UBE3B UFM1 WWTR1 ZFYVE16 ZMYND8 ZNF512B TIEN_INTESTINE_PROBIOTICS_2HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TIEN_INTESTINE_PROBIOTICS_2HR_UP ANP32A B2M CA12 CYP1A1 EEF1A1 EIF5A EPHB4 FAM120A GAPDH HSPA8 KDELR1 KLF5 LRP5 LRRFIP1 MMP24OS NAP1L1 PGK1 PTK2 PTP4A2 RPL23 RPLP0 RPS11 RPS3A RPS6 SEL1L3 ST6GALNAC4 TPT1 UBC UGT1A10 UGT1A8 TIEN_INTESTINE_PROBIOTICS_6HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TIEN_INTESTINE_PROBIOTICS_6HR_DN ACAA2 ACOT13 ACTN1 ADM ADSL AIMP2 AK6 AKTIP AMOTL2 ANP32E ANXA6 APMAP APOD AREL1 ARHGAP8 ARMCX6 ATP2C1 ATP6V1D BAMBI BRD8 BTG1 CADM1 CALD1 CAP2 CASC3 CDC42EP3 CEBPD CELF1 CENPA CEP76 CETN3 CHMP5 CIRBP CKAP4 COTL1 CPPED1 CRIM1 CTR9 DBN1 DDX1 DERA DGKD DHX29 DIMT1 DNAJB9 DOCK9 EAPP EIF1B EMP2 ETF1 ETNK1 FERMT2 FHL2 FKBP11 FNDC3B FXR1 GAB2 GABARAPL1 GPR89B HAUS4 HEXB ID2 IL1R2 INPP5F INTS13 IQGAP2 KIDINS220 KIN KLHL7 LARS2 LCMT1 LRPPRC MAP3K4 MAPK6 MCM5 MELK MFSD1 MICAL2 MICALL1 MIR22HG MMD MOCS2 MPRIP MRPS14 MSX2 MTRR N4BP1 NDUFA6 NDUFA9 NELFE NTAN1 PACSIN2 PALM2AKAP2 PDZK1 PICALM PITX2 PLCB1 PLEKHA5 PLXNA1 POLDIP2 PPM1B PPP2R5A PSMC1 PSMD1 PSME4 PTS PUDP QKI RAB15 RAB9A RABEP2 RAD50 RAPGEF2 RBFOX2 RBM15 RBM34 RBMS1 RCHY1 RDH11 RECQL RIN2 RIPK4 RNF34 RNF5 RNF7 RWDD1 RYBP SAMM50 SEC14L1 SEC23B SELENOP SGK1 SGMS1 SHLD2 SLC19A2 SLC7A6 SMIM10L1 SMPDL3A SMYD2 SNW1 SNX6 SPAST SPATA2 SPON1 SRP19 SRRT SRSF5 STEAP1 STX3 SUCLA2 TAX1BP3 TCF4 TEAD4 TIGAR TJP1 TMPO TRIM37 TSC22D1 TSG101 TTC1 TUBB6 UBE2D1 UPP1 WWC2 WWTR1 YEATS4 YPEL5 ZGPAT ZNF395 ZNF512B TIEN_INTESTINE_PROBIOTICS_6HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TIEN_INTESTINE_PROBIOTICS_6HR_UP ACTB ADCY3 ALDH3B1 B2M CDC5L CRCP EEF1A1 EEF1G EIF5A FAM120A FTL GAPDH H3-3A HMGB1 HMGB1P4 HSPA1A HSPA8 KLF5 MMP24OS MYC NAP1L1 PGK1 PPIA PRNP PTP4A2 RAB2A RPL13 RPL23 RPL23A RPL27A RPL37A RPL39 RPL4 RPL41 RPL5 RPL9P7 RPLP0 RPS11 RPS14 RPS17 RPS19 RPS2 RPS23 RPS24 RPS27 RPS3A RPS6 RPS7 SEL1L3 SORL1 TPT1 UBC UGT1A10 TIMOFEEVA_GROWTH_STRESS_VIA_STAT1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TIMOFEEVA_GROWTH_STRESS_VIA_STAT1_DN CCND2 CDK10 CUX1 GDF1 GSTP1 HRAS HSF1 HSPB1 ISG15 KPNB1 MCL1 PRDX2 RAC1 SMARCD3 TMSB10 TNPO2 TING_SILENCED_BY_DICER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TING_SILENCED_BY_DICER APOBEC3G CCDC144BP CCN1 CPEB2 CXCR4 DEPP1 DHRS2 DKK4 GBP3 GNG2 HOXB2 KRTAP2-4 LHFPL6 LIPG NANOS1 PANK3 PELI2 RASGRP1 RGCC RTN1 SERPINA1 SERTAD4 SFRP4 SLC40A1 SLC4A4 SPARC TM4SF1 TRIM6 VIM ZNF550 TOMIDA_LUNG_CANCER_POOR_SURVIVAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TOMIDA_LUNG_CANCER_POOR_SURVIVAL CKAP4 DAD1 DLX4 DNER TYMS TOMIDA_METASTASIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TOMIDA_METASTASIS_DN CDH1 CLK1 CTSL DARS1 DLX4 EIF1 ENO2 FOXC1 GARS1 GLRX KRT18 LGALS3 NR4A1 SARS1 SAT1 SYBU TRIP6 WARS1 TOMIDA_METASTASIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TOMIDA_METASTASIS_UP ALG3 CKAP4 CPLX2 CXCL1 DAD1 DNER ECH1 GNAI2 GNAS HNRNPA3P1 HNRNPUL1 HSP90AB1 IER3 METAP2 MRPS22 PSMD2 PTTG1 SLC16A9 SNRPF TFAP2A TMSB4X TUBA3C TUBA3D TUBA4A TUBB UBA1 TOMLINS_METASTASIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TOMLINS_METASTASIS_DN ABCC4 CTBP2 CTSZ FOLR3 GRIP1 IER2 KDELR3 LPAR6 MATN3 MESD MIA3 NECTIN2 PCM1 TM9SF2 TMEM131 TMEM50B TMEM87B TMEM98 TNFSF10 UBE2J1 TOMLINS_METASTASIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TOMLINS_METASTASIS_UP CAMKV CDKAL1 DPYSL5 DVL3 EVC FAF1 GRK5 IER5L NAPB NEDD8 RAB6B RHBDF2 RIMS2 TUBA4A TOMLINS_PROSTATE_CANCER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TOMLINS_PROSTATE_CANCER_DN AKAP12 ATP2B4 BTG3 C7 CALM1 CAVIN1 CLU CNN1 CYLD DAAM2 DENND2B DST FHL1 GAS1 GATM GSN HMGN4 ITGB4 LAMA4 LGALS3 LPIN1 MEIS1 MEIS2 MYLK MYOF PCP4 PMP22 PPP1R12B RBPMS SCRN1 SEC23A SGCE SMTN SPART SVIL TACC1 TGFB1I1 TPM2 VCL ZNF516 TOMLINS_PROSTATE_CANCER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TOMLINS_PROSTATE_CANCER_UP AMACR ATP6V1G1 BDH1 BICD1 CACNA1D CAMKK2 CANX CNPY2 CXADR DAPK1 DKC1 EEF2 EIF4A1 ERG F2R GUCY1A1 GUSB HSD17B4 KRT18 MANF MBOAT2 MCCC2 MYO6 NACA PAICS PARG PDLIM5 PPIB RAB11A RACK1 RPL31 SEC16A SLC25A6 SND1 SOX4 TRIM27 UAP1 UGDH ZNF217 ZNF652 TONG_INTERACT_WITH_PTTG1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TONG_INTERACT_WITH_PTTG1 ABT1 ADAP2 AEBP2 AIFM3 APOBEC3F ARL6IP4 ARPC1B ATAT1 ATP5PO AURKA C19orf53 C7orf50 CCDC149 CDC42SE1 CNP CTNND1 DDX47 DDX54 EIF2S2 ERI1 FGF13 GABARAPL1 GSTM3 HMGN2 IER3 KIAA1191 LLPH MTG1 NHP2 NOB1 PDE6H PHF11 PIMREG PLK3 PPFIBP2 PTRH1 PUS7L PYM1 RNPC3 RPF2 RPL26L1 RPL30 RPL31 RPL41 RPS10 RPS15 RPS26 RSL24D1 TBPL1 TEAD4 TMEM237 TRIM41 TYMSOS UTP4 WDR5 ZMAT4 ZNF740 TONKS_TARGETS_OF_RUNX1_RUNX1T1_FUSION_ERYTHROCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TONKS_TARGETS_OF_RUNX1_RUNX1T1_FUSION_ERYTHROCYTE_DN AHSP ARHGAP22 ASAP2 CLC COL18A1 GP1BB HBA1 HBE1 ITM2A LDLRAD4 LRRC61 LTBP1 LTC4S MYL4 MYLK PDLIM1 PF4 SLC27A2 TONKS_TARGETS_OF_RUNX1_RUNX1T1_FUSION_ERYTHROCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TONKS_TARGETS_OF_RUNX1_RUNX1T1_FUSION_ERYTHROCYTE_UP ACSL1 ACVR1B ADAMTSL4 ADCY9 ALDH1A2 AMIGO2 ANXA2 ANXA2P3 AP1S1 APP ARAP3 ARL4A ARMCX2 ATXN1 BAALC BCL2A1 BTG1 C3AR1 CCL7 CD163 CD180 CD1D CD200 CD79B CH25H CLEC5A COL1A2 CPD CPM CREM CRHBP CTSL CXCL5 CYP1A1 DDR1 DENND5A DHRS9 DKK2 DNAJB2 DNASE2 DUSP6 ECM1 EEF1A2 ELANE EMP1 ENPP2 ERG ETNK1 EXT1 FABP3 FCAR FCGR1A FNDC3B FUT4 GBP2 GDF15 GIPC1 GPNMB GPR20 H2AC18 HADHAP1 HERC5 HOMER3 HOXA9 HSPB1 ID1 IFI16 IFI44 IFI6 IL17RB IL1RAP IL1RN IRAK3 JAG2 JAM3 JUN KLF2 KLF6 LAIR1 LAMC1 LILRA1 LILRA2 LILRB1 LPL LRP3 MAF MAGED2 MALL MAN1A1 MAPK3 MEAK7 MYOF NAP1L1 NDRG1 NETO2 NQO1 NRCAM NRIP1 NTS NUPR1 OLR1 P2RX4 PALM PAPSS2 PDGFA PIK3C2B PLAT PLK2 PLPPR3 PLTP PNRC1 PPARD PTP4A3 PXDN QPRT RASGRP1 RBPMS RHOQ RRAGD RUBCNL SCG5 SELENOP SERPINA1 SIRPAP1 SLAMF8 SLC15A3 SLC1A3 SLC2A5 SLC5A3 SLC7A11 SLCO4A1 SOCS3 SOX4 SPATS2L SPTAN1 SSBP2 STAT1 STIMATE TASL TCF7L2 TFPI2 TIAM1 TLR2 TLR7 TM4SF1 TMEM176A TMEM176B TNFRSF21 TNNT1 TPK1 TREM1 TRIB3 TUBB6 UCHL1 UPP1 VAT1 VCAN VSIG4 ZNF217 TONKS_TARGETS_OF_RUNX1_RUNX1T1_FUSION_GRANULOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TONKS_TARGETS_OF_RUNX1_RUNX1T1_FUSION_GRANULOCYTE_DN ADAM8 ALOX5 ALOX5AP CAMK1 CPA3 CYP1B1 ENTPD1 FCER1A GDPD5 HBA1 HDC IL10RA KRT86 MS4A2 NCF1 PDE4C PILRA PMP22 TONKS_TARGETS_OF_RUNX1_RUNX1T1_FUSION_GRANULOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TONKS_TARGETS_OF_RUNX1_RUNX1T1_FUSION_GRANULOCYTE_UP ALDH1A1 ALDH5A1 ANGPT1 ARID5B BCAT1 CD200 CDK17 CDK6 CRHBP CYP1A1 DDX39B DNAAF2 F2R F2RL1 FHL1 FSCN1 GK GNAI1 GUCY1A1 HSPB1 HSPE1 ID1 IFI16 IL17RB ISYNA1 JAM3 JUP KANK2 KLHL26 LY6E MACF1 MARCHF6 MECOM MEF2C MEIS1 MPL MTSS1 MYRF NEFH NPR3 NUDT11 ROBO1 RXYLT1 SNN SOCS2 SOX4 TAF9B TAL1 TERT TFAM TIE1 TM4SF1 TMEM176A TMEM176B TONKS_TARGETS_OF_RUNX1_RUNX1T1_FUSION_HSC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TONKS_TARGETS_OF_RUNX1_RUNX1T1_FUSION_HSC_DN ABCC4 ACSL1 ACTN1 ADCY7 ADGRE2 ALOX5AP ANK1 ANPEP APOBR AQP3 ARHGEF10 ASRGL1 BCOR BIN2 BIRC3 C11orf21 C15orf39 CAMK1 CAPG CBFA2T3 CCL2 CCNA1 CCND1 CCND3 CCR7 CD244 CD33 CD36 CD48 CD52 CD55 CD82 CEBPA CEBPE CFLAR CHST12 CIAO1 CKAP4 CLC CRCP CSF1 CSF2RB CST7 CSTA CTSG CXCR4 CYBB CYP1B1 CYP51A1 DMTN DOK2 DUSP10 DYRK2 E2F8 EGR3 EHD3 ELOVL6 EXOSC4 FADS1 FADS2 FAM30A FCER1A FCGR2A FHL2 FLOT2 FPR2 FUT7 GALNT6 GATA1 GATA2 GFI1B GMPR GPR183 GPR35 GSE1 GSR HBA1 HBB HBBP1 HBD HBG1 HDC ID2 IGFBP2 IGFBP4 IGFBP5 IL10RA IL17RA IL1RN IL6R IL7 IL7R IL9R IRF8 ITGA2B ITGA6 ITGAL JUND KBTBD11 KCNH2 KCNK5 KLF1 LAPTM5 LAT LAT2 LCP2 LDLRAD4 LDLRAP1 LGALS1 LST1 LTB MAGEF1 MBP MGAT1 MICAL2 MMP2 MS4A3 MYCN MYL4 NCF4 NEFH NFE2 NKG7 NOD2 OGG1 P2RX5 PDLIM1 PDXK PIK3CB PLAC8 PLCH1 PLP2 PLPP1 PLXNC1 PMP22 PRG2 PRKCD PTPN12 PTPN22 RAMP1 RARA RASSF2 RBM38 RGS14 RHOH RMND5B RNF125 RPS4XP9 RPS6KA1 RUNX3 S100A4 S100A9 S100B SASH3 SELPLG SETX SH3BGRL3 SLA SLC16A3 SLC16A7 SLC1A4 SLC27A2 SLC43A3 SLC48A1 SLC7A5 SLCO3A1 SLCO4C1 SMOX SOCS1 SPI1 STAB1 STK10 TEAD3 TESC TFR2 TGFBI TIMP3 TMEM156 TNFSF13 TPCN1 TPM1 TRAF4 TRBC2 TRGC1 TSC22D1 TUBA4A TUBB4BP7 TYROBP XK XYLT1 ZBTB16 ZFP36L2 ZNF787 TONKS_TARGETS_OF_RUNX1_RUNX1T1_FUSION_HSC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TONKS_TARGETS_OF_RUNX1_RUNX1T1_FUSION_HSC_UP ABI2 ACTA2 ADD3 AGTR1 AHR ALDH1A1 ALDH1A2 AMIGO2 ANK3 ANXA2 APOE ARG2 ARHGEF12 ARID5B ARMCX2 BAMBI BBIP1 BNIP3L C8orf17 CA2 CALCRL CCNG2 CD200 CD226 CD69 CDC42EP3 CEACAM1 CEP162 CH25H CLEC2B COCH COL3A1 CREM CRHBP CXCL8 CYP1A1 DAB2 DDAH2 DDR1 DEPTOR DGKE DNAJB5 DRAM1 DUSP6 E2F5 ECM1 EMP1 ENC1 EPS8 ERG EVI2A F2RL1 FAR2 FBXW11 FNBP1L FSTL1 FXR1 FZD7 GBP2 GDF15 GDF3 GLMN GPR32 GSN GSTM4 GUCY1A1 H1-0 HBP1 HLF HMOX1 HOMER3 HOXA5 HOXB6 HPGDS HSPB1 ID1 IFI16 IL13RA1 IL17RB IL1RL1 IRF7 IRF9 JUP KIF3C KLF6 KLHL24 LILRA2 LPAR6 MAGED2 MALL MARK4 MEG3 MFAP2 MIR22HG MXI1 NAP1L1 NCAN NEDD9 NFKB2 NID1 NLRP1 NPTX1 NQO1 NRCAM NTRK3 NTS ODF2 OPTN P2RX4 PALLD PDCD4 PDE4B PDLIM5 PLAT PLCG1 PNRC1 PPFIBP1 PRKAR1A PROCR PRSS23 PSG9 QPRT RAB33A RB1 RBPMS RGS1 RGS13 RGS2 RHOC RIGI RIPOR2 RNF17 RPL35A RPS6KA5 RRAS RSRP1 RUNX1 S1PR1 SAMSN1 SENP7 SEPTIN10 SERPINB2 SERPINB9 SERTAD3 SLC2A3 SLC35D2 SLC35G2 SLC39A9 SLC7A11 SMARCA1 SOCS2 SORT1 SOX4 SPARC SPTBN1 STX6 TAAR2 TCF7L2 TCN1 TCP10L TFPI TGFB1I1 TGFBR2 THSD7A TM4SF1 TMEM176B TNFSF4 TOM1L1 TOX TRIB2 TRIM5 TUBA1A TUSC3 TWF1 TXNIP UBL3 UCHL1 VCAN WFDC1 WSB1 ZBTB20 ZDHHC17 ZFYVE16 ZNF217 TONKS_TARGETS_OF_RUNX1_RUNX1T1_FUSION_MONOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TONKS_TARGETS_OF_RUNX1_RUNX1T1_FUSION_MONOCYTE_DN ADAM8 ADAMDEC1 AP3S2 ARL4C BTG2 CASP8 CCR6 CD1A CD1B CD1C CD1E CD46 CLC CPA3 CYP1B1 ENTPD1 FGL2 GGA2 GM2A GNB5 GPR171 HBA1 HBB HBG1 HDC HIP1 HLA-DQB1 HNRNPH1 ICAM3 IRF4 ITGB7 IVNS1ABP KAT2B LDLRAD4 LTB MAP3K2 MDM4 NR4A2 P2RY14 PACC1 PDE4A PLXNC1 PTGER3 PTPN22 RGS2 RNF24 ROCK2 S100B SDC2 SLC38A1 SMARCA2 SRPRA ST8SIA4 STK17B UGCG UTRN TONKS_TARGETS_OF_RUNX1_RUNX1T1_FUSION_MONOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TONKS_TARGETS_OF_RUNX1_RUNX1T1_FUSION_MONOCYTE_UP ADAP2 AK2 AKR1C3 ALDH1A2 AMPD2 ANKRD40 APLP2 APOE AQP1 ARAP3 ARG2 ARHGEF12 ARL4A ATP1B3 ATP5ME BCL2A1 BZW2 C1QBP CALU CAVIN1 CBS CCL8 CCND2 CD180 CDC123 CENPX CH25H CKB COL1A2 CRHBP CSF1 CTDSPL CTPS1 CXCL10 CYP1A1 DAG1 DDR1 DDX18 DDX24 DEXI DHRS9 DKC1 DLAT DNAAF2 DUSP14 DUSP6 EBNA1BP2 ECHS1 ECI2 EHD2 EIF3B EIF4EBP1 EPRS1 EPS8 ESF1 EXT1 FABP3 FAM136A FAM216A FARP1 FASTKD1 FERMT2 FGFR1 FJX1 FLNB G0S2 GATAD2A GBP1 GCSH GDF15 GFOD1 GLRX3 GOSR2 GPR20 GPS2 GSPT1 GTPBP4 HERC5 HGF HOMER1 HOMER3 HPGDS HSPA5 HSPB1 HSPD1 HSPE1 ICAM2 IFI44 IFI44L IFIT1 IFRD2 INHBA ISG15 JAM3 KANK2 KCNN4 KHSRP L1CAM LAPTM4B LGALS9 LIMS1 LPL LY6E MDH2 MMP1 MMP10 MREG MRPL17 MRPS35 MT1H MT1X MT2A MTX1 MX1 MYBBP1A MYOF MYRF NAP1L1 NCLN NDUFAB1 NEFH NES NHP2 NME1 NOLC1 NOP14 NOP56 NPM1 NR2F6 OAS1 OLR1 PA2G4 PDGFA PES1 PFKM PFKP PLIN2 PLPP3 PLS3 PLTP POLE2 PPFIBP1 PPME1 PPP1R14B PSMB5 PSMD12 PTDSS2 PUS1 PWP1 PXDN QPRT RAB13 RAD54L2 RGCC RHOBTB1 RMND5A RRP9 SASH1 SEH1L SELENOP SFXN1 SIVA1 SLC16A1 SLC20A1 SLC39A7 SLC5A3 SLC9A1 SLCO4A1 SLIRP SMARCA4 SNRPA1 SORD SOX4 SPATS2L SPTAN1 ST6GAL1 TBXA2R TCF7L2 TCP1 TEX2 TFPI TFPI2 TM4SF1 TMEM158 TNNT1 TNPO1 TNPO2 TP53I3 TREM1 TRIB3 TRIP13 TRIP6 TRMU TUBB2A TUBB6 UBA5 UBE2J1 UCHL1 UNG USP18 UXS1 WDR43 ZFTA TONKS_TARGETS_OF_RUNX1_RUNX1T1_FUSION_SUSTAINDED_IN_ERYTHROCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TONKS_TARGETS_OF_RUNX1_RUNX1T1_FUSION_SUSTAINDED_IN_ERYTHROCYTE_UP ACSL1 ALDH1A2 AMIGO2 ANXA2 ARMCX2 CD200 CH25H CREM CRHBP CYP1A1 DDR1 DUSP6 ECM1 EMP1 ERG GBP2 GDF15 HOMER3 HSPB1 ID1 IFI16 IL17RB IL1RN KLF6 LILRA2 MAGED2 MALL NAP1L1 NQO1 NRCAM NTS P2RX4 PLAT PNRC1 QPRT RBPMS SLC7A11 SOX4 TCF7L2 TM4SF1 TMEM176B UCHL1 VCAN ZNF217 TONKS_TARGETS_OF_RUNX1_RUNX1T1_FUSION_SUSTAINED_IN_GRANULOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TONKS_TARGETS_OF_RUNX1_RUNX1T1_FUSION_SUSTAINED_IN_GRANULOCYTE_DN ALOX5AP CAMK1 CYP1B1 FCER1A HDC IL10RA PMP22 TONKS_TARGETS_OF_RUNX1_RUNX1T1_FUSION_SUSTAINED_IN_GRANULOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TONKS_TARGETS_OF_RUNX1_RUNX1T1_FUSION_SUSTAINED_IN_GRANULOCYTE_UP ALDH1A1 ARID5B CD200 CRHBP CYP1A1 F2RL1 GUCY1A1 HSPB1 ID1 IFI16 IL17RB JUP SOX4 TM4SF1 TMEM176B TONKS_TARGETS_OF_RUNX1_RUNX1T1_FUSION_SUSTAINED_IN_MONOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TONKS_TARGETS_OF_RUNX1_RUNX1T1_FUSION_SUSTAINED_IN_MONOCYTE_DN CLC CYP1B1 HBA1 HBB HBG1 HDC LTB PLXNC1 RGS2 S100B TONKS_TARGETS_OF_RUNX1_RUNX1T1_FUSION_SUSTAINED_IN_MONOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TONKS_TARGETS_OF_RUNX1_RUNX1T1_FUSION_SUSTAINED_IN_MONOCYTE_UP ALDH1A2 ARG2 ARHGEF12 CH25H CRHBP CSF1 CYP1A1 DUSP6 EPS8 GDF15 HOMER3 HPGDS HSPB1 NAP1L1 NEFH PPFIBP1 QPRT SOX4 TFPI TM4SF1 UCHL1 TOOKER_GEMCITABINE_RESISTANCE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TOOKER_GEMCITABINE_RESISTANCE_DN ACSL3 ACYP1 ADD3 AGPS AHSA1 AKAP12 ANXA3 APBB2 APLP2 ARHGAP29 ASNS ATP6V1C1 AVEN AZIN1 CACYBP CAPRIN1 CAVIN1 CD47 CD55 CEBPB CEBPG CEPT1 CLIC4 CLU COX17 CST6 CTSB CYB5A CYB5B CYP24A1 DHPS DPYSL2 EHBP1 EIF4EBP1 ERP29 EZR FGFR3 FHL1 FKBP3 FKBP4 GCN1 GLRX2 GNB1 GNL3 GNPAT GPRC5A H1-0 HPCAL1 HSP90B1 HSPB1 IDH3A IGFBP6 IPO5 LAMP2 LASP1 LGALS1 LPCAT1 LPCAT4 LPGAT1 MALT1 MARS1 MBD4 MCUR1 MED17 MKNK2 MLEC MLPH MSX1 MTHFD1 OSBPL1A P4HA2 PAPOLA PAPSS2 PDGFC PDIA6 PIK3CB PLIN3 PLOD2 PPID PSAT1 PTP4A2 QKI RGS2 RHOB RIC8A SCD SERPINH1 SH3BP4 SH3GLB1 SHMT2 SLC20A1 SLC35A1 SLC39A14 SLC3A2 SLC7A11 SLC7A5 SMAD6 SMS SMURF2 SNX3 SOX9 SPCS1 SPR SRP72 SSR1 STK17A STK39 TAF1A TFRC TIAM1 TNFRSF6B TOP1 TRIB3 TRIOBP UBE2S UGCG VCAN VEZF1 WWTR1 XPOT XRCC4 YARS1 ZNF217 TOOKER_GEMCITABINE_RESISTANCE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TOOKER_GEMCITABINE_RESISTANCE_UP AATF ABCC2 ABHD14A ACSL5 ACVR1B ADIRF AIMP2 ANXA1 ARFIP2 ARID5B ASS1 ATP5PO ATXN7L3B BAMBI BDH2 BLTP2 BLVRB BMP4 CAVIN3 CCNB1IP1 CD81 CIAPIN1 CIRBP COX8A CPOX DHRS7 DSC3 EIF3F ELOVL1 ERVMER34-1 FGF9 FTH1 GRHPR HBE1 HBG1 HSPA4 IFI6 IFT52 ILK IRF9 ISG15 ITPA LGALS3 MEF2C MRPL17 NAP1L4 NUP98 ODC1 PALLD PDE4B PEG10 PFDN5 PON2 PTDSS1 RNH1 RPL15 RPL28 RRM1 RRP8 RXYLT1 SAT1 SLC25A3 SLC25A6 SNRPB SP110 TCF7L2 TIMM10B TMED3 TOMM34 TPI1 TPP1 TRIM21 TRIM22 TRIM34 TRIM68 TSSC4 WDR74 XRCC5 ZFAND3 ZNF292 TORCHIA_TARGETS_OF_EWSR1_FLI1_FUSION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TORCHIA_TARGETS_OF_EWSR1_FLI1_FUSION_DN ACAP1 ACOT7 ADAMTS20 ADGRA3 ADGRG3 ADGRL2 AGPAT2 ALOX12 ANGPT1 AQP11 ARHGAP15 ARHGAP30 ARPC1B ARRDC4 ATP8B4 ATXN1 ATXN10 BAMBI BBS12 BCKDHB BCL2L15 BCR BEX2 BEX4 BRCA2 BRPF3 CAPG CAVIN2 CBL CCDC122 CCDC69 CCDC91 CCL15 CCND1 CCNYL1 CD27 CD34 CD81 CDC14A CDC42EP3 CDIP1 CELF2 CENPW CEP68 CHM CLEC1B CMA1 CMTM7 CNN2 CNN3 CNTLN CPNE3 CPQ CRLF3 CRYL1 CTBP2 CTDSPL CTPS2 CTSC CYFIP2 DACH2 DCUN1D4 DENND11 DNMT3A DNMT3B DOCK10 DOCK2 DOCK9 DUSP2 EGFL7 EIF4E3 ELL2 EMB ENC1 ENDOG EPB41L2 F13A1 F5 FCHSD2 FGFBP3 FKBP11 FKBP1A FKBP5 FUCA2 FYN GALNT7 GCNT2 GGH GGTA1 GIMAP6 GJB2 GK5 GLUD1 GMFG GNG12 GP1BB GPR171 GRB10 GSTM1 GSTT2 GTF2IRD1 H1-0 HESX1 HK2 HLA-DMA HLF HMGA2 HOMER2 HOOK1 HOXA9 HPCAL1 IFI16 IFNGR1 IFT81 IFTAP IGF2BP3 IGFBP4 IL31RA IQGAP2 ITGAL ITGB3 ITM2A ITPR1 ITPRID2 JCAD KCNAB2 KCTD1 KCTD12 KCTD14 KHDRBS3 KIFAP3 KLHL22 KLHL5 KRT10 KYAT3 L3MBTL3 LATS2 LCLAT1 LCP1 LGALS1 LHFPL2 LIMD2 LIPA LMO4 LRCH1 LRMDA LRRC56 LRRC8D LST1 LTBP1 LYPLAL1 MACROH2A1 MAGI3 MAN2A2 MAOA MAP4K4 MARCKSL1 MEF2C MEI4 MEIS1 MFSD13A MFSD6 MIF MMD MOB3A MPZL1 MYC MYCN MYCT1 N4BP2L1 NAB1 NCF2 NCK2 NCKAP1L NDST1 NEDD4L NISCH NKG7 NLRC5 NQO2 NR3C1 NUBPL NUDT12 OAF ODF3B OOSP2 OXCT1 PAK1 PANX1 PARD6G PBX1 PDE3B PDE4B PDE5A PDGFD PDIA2 PDIA5 PDLIM1 PDXK PDXP PER2 PHGDH PHPT1 PITPNM2 PLAC8 PLCB4 PLP2 PLPP2 PLXNA2 PLXNC1 PNPO POLR3G PPBP PPP1R9A PRKD3 PRSS50 PRTN3 PSMB8 PSMB9 PTGR1 PTPN14 PTPN18 PTPN3 PTPRC PTPRCAP PTPRS PXYLP1 RALB RALGPS2 RAPGEF2 RASSF5 RCN1 RCSD1 REPIN1 RERE RGCC RGS18 RGS19 RHOBTB3 RMDN2 RNF144A RPS6KA6 RSAD1 RUNX3 SAPCD2 SATB1 SCMH1 SCML2 SDC1 SELL SELPLG SEPTIN11 SEPTIN4 SEPTIN6 SETMAR SGPL1 SH3TC2 SHMT1 SIGLEC5 SKIL SLAIN1 SLC25A13 SLC25A4 SLC38A1 SLC39A8 SLC4A7 SLC6A13 SLC7A6 SMCO4 SMIM13 SMIM36 SMO SMYD3 SOCS5 SOX4 SPRED1 SQOR STAP1 SUSD2 SVIL SYDE2 SYK TASL TDRKH TGFBR3 TGIF2 TGM2 THUMPD3-AS1 TJP2 TM6SF1 TMEM237 TMSB10 TNFRSF13B TNS3 TOP1MT TPD52 TPK1 TRAF3 TRIB2 TSPAN3 TSPAN6 TSPY26P TTC8 TUFT1 TYROBP UBE2D1 UBE2E2 VEGFB VIM WIPF1 WWC2 ZC2HC1A ZFP2 ZFTA ZNF22 ZNF250 ZNF429 ZNF496 ZNF518B ZNF616 ZNF700 ZNF704 ZSCAN18 TORCHIA_TARGETS_OF_EWSR1_FLI1_FUSION_TOP20_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TORCHIA_TARGETS_OF_EWSR1_FLI1_FUSION_TOP20_DN ARHGAP15 CD81 CDC42EP3 CNN3 DOCK10 GALNT7 GRB10 HOXA9 LGALS1 PHGDH PPBP PRKD3 PTGR1 SLC6A13 SMO SOX4 TGM2 TMSB10 TORCHIA_TARGETS_OF_EWSR1_FLI1_FUSION_TOP20_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TORCHIA_TARGETS_OF_EWSR1_FLI1_FUSION_TOP20_UP ALOX5 APOE CA8 CDA CPNE5 CPNE7 EPS8 FAM174B FMO1 GDA HMGCS2 MEST NDRG2 NRIP3 NUDT11 PHLDA2 SERPINB2 SLAMF1 SLC6A20 ZNF185 TORCHIA_TARGETS_OF_EWSR1_FLI1_FUSION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TORCHIA_TARGETS_OF_EWSR1_FLI1_FUSION_UP ACADSB ACAT1 ACVR1B ADCY9 AKT3 ALDH5A1 ALOX5 ANKRD27 ANKRD9 APOA1 APOBEC1 APOE ARAP2 AREL1 ARHGEF2 ARL2BP ARL4D ARSA ASB1 ATP2A3 ATXN7L1 BBC3 BBX BCAS3 BEX4 BMT2 BOLL C11orf65 C16orf54 C1QTNF4 C3orf80 CA13 CA8 CACNA1C CAMK1D CAP2 CASTOR1 CCDC186 CD59 CD5L CDA CDC42EP5 CDKN2B CDKN2C CISH CLCA3P CMAHP CMAS COL5A1 CPLX2 CPNE5 CPNE7 CPT1C CREM CTTN CYTIP DCLK2 DCXR DDIT4 DEF6 DENND2C DERL1 DIAPH1 DIP2C DNAJA4 DOCK11 DUSP10 EEIG1 EEIG2 ELDR EMP3 ENPP5 EPS8 ERO1B F2R FAAH FAM174B FDFT1 FERMT3 FGD6 FMO1 FNBP1L FOLR1 FRMD4A FRY FUOM GDA GDF3 GNA14 GNAQ GNB4 GOLPH3 GP5 GPCPD1 GPR150 GPX2 GRAMD2B GRB2 GRK5 GRK6 GRN GRTP1 GSDMA GSPT2 HEY2 HHEX HMGCS2 HOMER1 HOMER3 HSD3B7 IBSP ICAM2 ID2 IFFO1 IL18R1 IL1RL1 ITGB7 KDM5B KDM7A KIAA0040 KLF6 KLHL6 KLRG1 LDHC LPAR6 LTC4S LYRM9 LYST MACROD2 MAPT MARS2 MAVS MEAK7 MEST MGAT5 MOB1B MOB3C MPPED2 MR1 MST1 MTMR12 MVD MXD4 NAGLU NBEA NCOA3 NDRG2 NEAT1 NFE2 NFIC NIBAN2 NMNAT2 NOL4L NRIP3 NT5C3A NUDT11 NXF3 OPTN ORAI2 OTUB2 P2RX1 PAFAH2 PBX3 PC PCBP3 PCDH7 PCYT1B PDLIM5 PECAM1 PGAP4 PGAP6 PGM2L1 PHLDA2 PITPNM1 PKP3 PLEK2 PLSCR4 PLXDC1 PON3 POPDC2 PPM1E PPP1R13B PRKCE PRKCH PRKCQ PRXL2A PTGER3 PTPRJ PVT1 PXMP4 PYGL RAB11A RAB27B RBL2 RCBTB2 RFK RGL1 RNF227 RSPRY1 RSU1 RUNX1 RUSC1 S100A13 S1PR4 SAMD13 SCHIP1 SERGEF SERPINB2 SERPINB6 SERPINB9 SGK3 SHANK3 SLAMF1 SLC25A11 SLC35D2 SLC43A1 SLC45A3 SLC48A1 SLC6A20 SMIM3 SOGA1 SOWAHA SP100 SPHK1 SRXN1 ST6GALNAC3 ST8SIA4 STIM2 STX7 TAF9B TBCEL TECPR2 TENT5A TG TGFA TJP1 TLE3 TMCC3 TMED8 TMEM184A TMEM26 TMEM62 TMEM64 TMEM9B TMPRSS6 TNFRSF18 TNNI3 TOM1L1 TRIM10 TRIM26 TRIM47 TSC22D2 TSC22D3 TSPAN32 TSPOAP1 TTC23 TTC39B UGT8 UNC5CL VCAM1 VOPP1 VSIG10 WDR7 XKR6 YPEL2 YPEL5 ZDHHC9 ZFYVE16 ZMAT3 ZMIZ1 ZNF185 ZNF324B TOYOTA_TARGETS_OF_MIR34B_AND_MIR34C https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TOYOTA_TARGETS_OF_MIR34B_AND_MIR34C ABCF1 ABHD2 ADCK2 ADISSP AFG3L2 AGAP4 ALMS1 ANAPC7 ANKLE2 ANP32B AP5B1 APH1A API5 ARAF ARHGAP11A ARHGAP19 ARHGAP32 ARHGDIA ARHGEF26 ARID1A ARL13B ARL17A ASF1B ATAD5 ATP2A2 ATPSCKMT AURKA AURKB B4GALT3 BARD1 BCAP29 BCCIP BCO2 BDNF BFAR BGLAP BMP6 BMPR1A BORA BPNT2 BRI3BP BRIP1 BUB1B C18orf54 C1orf21 C2CD2 C4orf46 C6orf89 CALML4 CANT1 CASKIN2 CC2D1A CCDC9 CCDC93 CCNA2 CCNB1 CCNE2 CCNF CCT6P1 CDC25A CDCA2 CDCA7 CDK4 CDON CENPA CENPE CENPF CENPJ CENPO CEP152 CEP72 CEP85 CHST12 CKAP2L CLSPN CMTM1 CNPY3 COLGALT1 COPS7B COQ2 CPSF6 CRTC3 CSPP1 CWC25 DBF4B DCAF1 DCLRE1C DCTN5 DDX21 DDX39B DENND5B DENR DESI2 DHFR DHX9 DIAPH1 DIDO1 DIPK2A DLST DMBX1 DNA2 DNM1L DPY19L1P1 DTL EIF2S2 EIF5A EMC3-AS1 ENAH ERLIN1 ERP29 ESPN ESR1 FAM171A1 FAM192BP FAM215B FAM234B FAM72D FAM81A FANCD2 FAR1 FAR2 FASTKD2 FEN1 FGFBP3 FGFRL1 FIGNL1 FIP1L1 FLOT1 FOXM1 FOXRED1 FUS FUT10 FUT8-AS1 GALNT11 GEN1 GINS3 GNPDA1 GOLM1 GPR157 GPR19 GPSM2 GRK3 GTF2I GTSE1 GUSBP11 H4C4 HASPIN HAUS4 HAUS6 HCN3 HDAC6 HDAC8 HECTD2 HELLS HMGN4 HNRNPA3 HNRNPA3P1 HNRNPAB HNRNPD HNRNPUL1 HOOK1 HPCA HSPD1 HYLS1 IDH3B ILF3 IQCC ITFG2 JADE1 JADE2 KAT7 KIAA2026 KIF11 KIF14 KIF15 KIF20B KIF2C KIF4A KIFC1 KLHDC4 KLHL23 KMT5A KMT5B KPNB1 KRIT1 L2HGDH LDHA LHFPL2 LIG1 LMAN2L LMNB1 LPCAT1 LPCAT2 LRP11 LRRC37A2 LRRC37A4P LRRC8C LUC7L LY6E LYPD6 M6PR MANEA MANEAL MAP3K21 MAPT MARVELD3 MBOAT2 MCM3 MCM8 MCU MDM4 MDN1 MED22 MED28 MELK MET METTL15 METTL9 MFSD13A MIEF1 MIOS MIR100HG MIR9-1HG MIS18A MIS18BP1 MKI67 MLKL MLLT1 MMS22L MNS1 MORN4 MPHOSPH8 MPHOSPH9 MRE11 MRRF MSH5 MSL1 MTARC1 MTERF2 MTG2 MUSTN1 MYB MYBL2 MZT2B NAV1 NCOR1 NDC1 NECAP1 NECTIN1 NEDD1 NEDD4 NEK2 NFATC3 NFKBIB NOL10 NOP56 NRGN NSD2 NSD3 NUFIP1 NUP210 NUP58 NUSAP1 OXCT1 PA2G4 PABPC4 PAN2 PARM1 PARN PARPBP PASK PATJ PCBD2 PDE7A PDRG1 PDXDC1 PFN2 PHGDH PHLDB2 PHTF2 PIGX PITHD1 PKMYT1 PLK1 PLK4 POGK POLD3 POLE POLR1E POM121 POMK POP1 PPAN PPARGC1B PPFIA1 PPIP5K1 PPP4R1 PPP6R2 PRELID2 PRKAG1 PRPF19 PRR15L PRR22 PRRG4 PSIP1 PSMC3IP PSME3 PSRC1 PTP4A2 PTPN3 RAB31 RAB3D RAB3IP RAD51 RAD51D RAD54L RAD54L2 RAN RAP1GAP RAPGEF6 RAVER2 RBBP4 RBM17 RCC1L REEP4 RFC2 RFC3 RFXAP RIC8B RIF1 RIOK1 RNASEH1 RNF145 RPIA RPL23 RRM2 RTKN2 SACM1L SACS SAMD1 SAP30L SCAF4 SETD2 SF1 SH3GLB2 SHCBP1 SHLD2 SHMT1 SHPRH SHQ1 SKA1 SKP2 SLC16A14 SLC25A19 SLC29A1 SLC30A3 SLC35A4 SLC35B4 SLC43A3 SLC7A11 SMAD2 SMIM2 SMIM7 SMPD4 SNHG17 SNHG7 SNORD22 SNRNP48 SNRNP70 SNU13 SNX17 SOGA1 SPC24 SPDYE3 SREK1IP1 SRSF10 SRSF4 STAG1 STIL STK38L STRBP SUN2 SUV39H1 SYNE2 TAGLN2 TBC1D5 TCF19 TCF7L2 TEF TEX261 TFDP1 THAP12 TICRR TMED4 TMEM109 TMEM18 TMEM200B TMEM97 TNFRSF21 TNPO3 TOMM40 TRA2A TRIM33 TRIP13 TRMT61A TSEN54 TSPAN18 TSR2 TTLL4 TUBB TUBE1 TUBGCP3 UBE2S UGGT2 UGT8 UNG UPF2 USP14 USP5 UTP23 VOPP1 VPS45 VPS54 VTI1A WDR36 WEE1 WWP2 XPO5 XPO6 XRCC2 XRCC6 YWHAZ ZBTB20 ZBTB8A ZC3H13 ZMYND19 ZMYND8 ZNF107 ZNF141 ZNF202 ZNF254 ZNF273 ZNF473 ZNF488 ZNF493 ZNF544 ZNF551 ZNF623 ZNF639 ZNF681 ZNF695 ZNF700 ZNF85 ZNF91 TRAYNOR_RETT_SYNDROM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAYNOR_RETT_SYNDROM_DN AMIGO2 BEX4 CHCHD10 COMP CRIP1 ENPP1 GREM2 IGFBP5 INAFM2 ITGA6 KLF5 PTPRF RUNX1 SEL1L3 SLC26A2 TRAYNOR_RETT_SYNDROM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAYNOR_RETT_SYNDROM_UP ACKR4 AKAP12 ANKRD29 BID C1R CA12 CNKSR3 DNASE1L1 DPP4 FBLN1 FNIP1 GALNT15 GAPDH HSPB3 IFI44 IL6 IRX3 LIMS3 LRCH2 LTBP1 MMP1 MMP10 MMP3 MOXD1 NTN4 PLA2G4A PLCB1 PRICKLE1 PRUNE2 PTGER3 RGCC RNF182 SLC16A7 SNTB1 SPON2 STAT1 SVIL SYTL2 TCF21 TNFRSF19 TSAI_DNAJB4_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TSAI_DNAJB4_TARGETS_DN BCAT1 CALD1 CD44 HMGA2 NOLC1 SNAI2 TSAI_DNAJB4_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TSAI_DNAJB4_TARGETS_UP CCNG2 CDKN1A IFIT1 IFIT3 IFITM1 IRF9 ISG15 OAS3 SERPINB1 SESN2 STAT1 TIMP3 TXNIP TSAI_RESPONSE_TO_IONIZING_RADIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TSAI_RESPONSE_TO_IONIZING_RADIATION ADGRB3 ADORA3 AHR AKAP5 ARL2BP ATF5 AXL BATF BBC3 BIRC3 BTG1 BTG2 CARTPT CASP1 CCL18 CCL20 CCL21 CCL3 CCL3L1 CCL4 CCNE2 CCNF CCNG1 CCNG2 CCNI CCNK CCR1 CCT4 CCT7 CD164 CD59 CD79A CD80 CD83 CDK6 CDKN1A CDKN1C CFLAR CGRRF1 CLK1 COL4A2 COL6A1 COX7B CRAT CXCL10 DDB2 DDIT3 DKC1 DLX2 DPYSL3 DUSP6 ENC1 ENO1 EP300 FAS FCN3 FGFR1 FN1 GDF15 GRN HBEGF HOXC5 IFITM1 IFNGR1 IL2RB IRF4 IRF9 ITGA2 JAK2 JUNB KIF20B KLF4 KLRC2 KNG1 KRT14 KRT19 KRT8 LGALS3 LRRFIP1 LZTR1 MAP7 MAX MDFI MED21 MSC MSH2 MYC NCOA3 NDUFB5 NFE2L1 NFKB1 NFKB2 NFKBIA NFKBIE NR4A3 PCNA PKD2L1 PLAGL2 PLAU PLCG2 PLK1 PLOD3 POU3F4 POU5F1 PPM1D PRMT1 PTN PTPN11 PTPN22 PTPN6 PTTG1 RAD50 RANBP1 RB1 RELA RFX5 ROCK1 RORA RPS6KA1 RRM2B S100A8 SGK1 SIPA1 SMAD3 SNAPC2 STAT1 STAT5A STK4 TANK TCF21 TFDP2 TGFBR3 TGIF1 TLE3 TNFAIP3 TNFAIP8 TNFRSF8 TNFSF10 TP53I3 TP53TG1 TRAF1 TRRAP TSC22D3 UBE2C VEGFC XPC ZBTB48 ZNF141 ZNF274 ZNF85 TSAI_RESPONSE_TO_RADIATION_THERAPY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TSAI_RESPONSE_TO_RADIATION_THERAPY A2M BST2 CCN1 CCN2 CD69 CFB COL4A1 COL6A1 COL6A2 COL6A3 EGR1 HBB IFI6 IFIT2 IFITM1 IGFBP5 IL6 ISG15 LGALS3BP LIPC OAS3 PLAT SERPINE1 SMAD3 TGFB2 TGFBR2 TGFBR3 THBS1 TNFRSF11B TSC22D1 VEGFA VEGFC TSENG_ADIPOGENIC_POTENTIAL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TSENG_ADIPOGENIC_POTENTIAL_DN ADAM23 AOC3 ART3 B3GALNT1 CAPN6 CDKN2C CMBL COL4A2 COL6A1 COL6A3 CST3 DKK3 EBF3 ENPP1 EPHB6 FABP4 FMO1 GAS2 GHITM GJA1 GSTT1 HLX HSBP1 IL1R1 IL6ST ITIH2 LPAR1 NMB NRP1 PAX3 PHKA2 PLPP3 POPDC3 PPL RAB9A RAMP2 SESN1 SFRP2 SIX1 SMS SNAI2 SPARCL1 TGFBI THBD TMEM185A TSC22D1 TSPAN6 TSENG_ADIPOGENIC_POTENTIAL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TSENG_ADIPOGENIC_POTENTIAL_UP ADORA2B BMP6 BPGM CARS1 CCN4 CD24 CDKN2B CH25H COL7A1 CRABP2 DBNL DDX47 DLK1 EFNB2 FHL1 GJB3 GLRB MAPK12 MGP MTHFD2 NDN NNAT PRSS23 PTPRF RHOU RNF227 TCF7 TRIB3 UCK2 WNT10A TSENG_IRS1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TSENG_IRS1_TARGETS_DN ACTC1 ADAM23 ADARB1 ADM ANG AOC3 ART3 B3GALNT1 C11orf54 CAND1 CAPN6 CARHSP1 CASP2 CCDC6 CCDC88A CD40 CD63 CDKN2C CIRBP CMBL COL3A1 COL4A1 COL4A2 COL6A1 COL6A3 CRIP2 CST3 CTDSP2 DAB2 DENND5A DIAPH1 DKK3 EBF3 EFNB1 ENPP1 EPHB6 EPHX1 FABP4 FAH FAM50B FMO1 FRMD6 FTH1 GAS2 GATD3 GGT5 GHITM GJA1 GLRX GPR37L1 GSTT1 H6PD HCCS HGF HLX HSBP1 HSD17B11 HTRA3 IGFBP4 IL1R1 IL6ST ITIH2 ITPR1 KNG1 LIFR LIMCH1 LITAF LONP2 LPAR1 MAOA MESD MGST3 MMP14 MRFAP1 MTRES1 MYL1 MYL11 MYL4 NFYB NMB NRP1 PAX3 PHKA2 PIP5K1B PLPP3 PML POPDC3 PPL RAB3B RAB9A RAD52 RAMP2 RASA4 RBM10 RSAD2 SEMA3E SESN1 SFRP2 SGCE SH3BGR SIRT3 SIX1 SMAD6 SMS SNAI2 SNTB1 SPARCL1 TAPBP TGFBI THA1P THBD THRA TLE3 TMEM185A TMEM45A TMUB2 TNNC1 TNNI1 TNNT2 TNNT3 TNXB TRAF3IP2 TRAPPC12 TRDC TSC22D1 TSPAN31 TSPAN6 VSNL1 ZFHX3 ZFR2 ZNF32 ZNF394 ZNF821 ZNF878 TSENG_IRS1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TSENG_IRS1_TARGETS_UP ACLY ACTN4 ACTR3 ADORA2B AGTR2 AOPEP APCDD1 ARF3 ARX ASNS B4GALNT1 BMP6 BPGM BUB1 C1QTNF3 C9orf64 CARS1 CCN4 CCZ1 CD24 CDKN2B CH25H COL7A1 COPS5 CPXM1 CRABP2 CRYGD DBN1 DBNL DCTN5 DDIT3 DDX18 DDX47 DLK1 EFNB2 EMC6 FAP FARSB FBN2 FEN1 FERMT2 FHL1 GAS5 GBP2 GJB3 GLRB GRB2 GTF2IRD2B HOXD8 HSPA4 HSPA9 HSPB2 IARS1 IGF1 KCNU1 LAMA4 LBHD1 LDLR MAIP1 MAPK12 MEF2C MGP MID1IP1 MIR191 MTHFD2 MYBL2 NARS1 NDE1 NDN NHERF1 NMT1 NNAT NOP56 NR2F1 NSUN2 NUPR1 PAG1 PCLAF PCYT2 PDGFA PHB1 PPIH PRSS23 PTPRF RCL1 RHOU RNF227 RNF6 RPL39L RUFY1 SDC2 SERPING1 SF3A1 SIGLEC1 SLC35C2 SLC3A2 SPP1 SQLE SRPX ST13 TCF7 TENM3 TES TMEM97 TMX2 TNFAIP2 TRIB3 TSHB UCK2 WNT10A WNT5A XRCC6 YARS1 ZDHHC6 ZFTRAF1 ZNF22 TSUDA_ALVEOLAR_SOFT_PART_SARCOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TSUDA_ALVEOLAR_SOFT_PART_SARCOMA HSPB8 LYN MAPK3 MAPKAPK2 MET MKNK2 PACSIN2 PCK2 PIM1 PRKAG2 TSUNODA_CISPLATIN_RESISTANCE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TSUNODA_CISPLATIN_RESISTANCE_DN ANXA8L1 ASS1 B4GALT1 C1S C3 C4BPB CASP9 CD74 CFB CLU CPS1 CRIP1 CTSB ELL2 EPAS1 ESRP2 FBN1 FBN2 FN1 FOLR1 FOLR2 FOLR3 FSTL3 GALNT2 HLA-DPA1 HLA-DRB3 ID1 IGFBP4 ITPR1 KRT7 KYNU LCMT2 MAGEA6 MAGEA9 NPR3 PDE3A PRMT3 PTGES PTGS2 RABEPK S100P SGK1 SLC27A2 SLC3A2 SLC7A5 SORD STK26 TCIM TSC22D1 WNT5A TSUNODA_CISPLATIN_RESISTANCE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TSUNODA_CISPLATIN_RESISTANCE_UP ARHGDIB BRAP C1S CCN1 CCN2 DIO2 EFEMP1 G0S2 IFI27 INSIG1 NT5E PLAU UCA1 VAV3 VIM TSUTSUMI_FBXW8_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TSUTSUMI_FBXW8_TARGETS ACTN3 ATP2A1 FBXW8 IGFBP1 MYBPC2 MYPN PCGF5 RYR1 SFSWAP TUOMISTO_TUMOR_SUPPRESSION_BY_COL13A1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TUOMISTO_TUMOR_SUPPRESSION_BY_COL13A1_DN AFP APOA2 BBOX1 BCO2 CRP CYP1A1 CYP2C19 CYP2E1 DBP FOXQ1 GPR151 GSTA2 MCAM MPP4 OTOP3 PLSCR1 PPM1J SLC13A1 TTR TUOMISTO_TUMOR_SUPPRESSION_BY_COL13A1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TUOMISTO_TUMOR_SUPPRESSION_BY_COL13A1_UP BMAL1 CASP12 CLEC6A DEFA5 DEFA6 HLA-DMA HLA-DMB HLA-DQA1 ITGA8 LAMA3 LYZ MT2A PAIP1 PGLYRP1 PRSS30P RPL14 SERPINA1 SLC34A2 SLC5A8 TRIM59 TURASHVILI_BREAST_CARCINOMA_DUCTAL_VS_LOBULAR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TURASHVILI_BREAST_CARCINOMA_DUCTAL_VS_LOBULAR_DN ASPN FAM200C MAOB MID1 NEAT1 SEC24A VTCN1 TURASHVILI_BREAST_CARCINOMA_DUCTAL_VS_LOBULAR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TURASHVILI_BREAST_CARCINOMA_DUCTAL_VS_LOBULAR_UP AHCTF1 B3GALNT1 BPIFB1 CDH1 CKS2 CPB1 DTL EPB41L3 GLCCI1 H3C2 LAMP2 MEX3C MTFR2 OSBPL10 RAB11FIP1 S100P SLC1A2 STK4 TRNT1 TTC14 TTC3 WASIR1 ZNF121 ZNF678 TURASHVILI_BREAST_DUCTAL_CARCINOMA_VS_DUCTAL_NORMAL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TURASHVILI_BREAST_DUCTAL_CARCINOMA_VS_DUCTAL_NORMAL_DN ACTA2 ACTG2 ADAMTS5 AK5 ALDH1A3 AMY1A ANKRD18A ANPEP ANXA1 APOD ARMCX4 ATF3 ATP10D ATP1A2 BBOX1 BCOR BHLHE41 CARMN CAV2 CCDC9B CCL28 CD59 CDC14B CDH3 CDRT4 CFAP70 CFD CFI CHI3L1 CHIC2 CHL1 CLDN11 CLDN8 CMTM8 CMYA5 CNN1 CNTNAP3 COL17A1 CP CRYAB CSNK1A1 CTSV CX3CL1 CYB5R2 CYP4X1 DEPP1 DLG5 DNAAF9 DSC3 DSG3 DST DUSP1 ECRG4 EDN3 EGFR EGR1 EHF ELF3 ELF5 ENOSF1 ENSG00000269825 ENTREP1 FAM110C FBXO32 FHOD3 FOS FOSB FZD7 GABARAPL1 GABRE GABRP GATM GPC3 GPM6B GRAMD2B HMGCS2 HOTAIRM1 HOXA3 HOXA9 ID4 IGHA1 IQCA1 ITGB4 ITGB8 JCHAIN KBTBD6 KCNC4 KIF27 KIT KLK7 KRT14 KRT15 KRT16 KRT17 KRT23 KRT5 KRT6B KRT7 LAMA3 LAMB3 LAMC2 LIN37 LINC01128 LTF MAFF MAMDC2 MAOB MAP2 MEGF6 MET MFSD14CP MGP MGST1 MICAL3 MID1 MIR101-1 MIR205 MIR23AHG MMP7 MRPS25 MUCL1 MYBPC1 MYH11 MYLK NCOA7 NDRG2 NFIB OPRPN OXTR PAK3 PALMD PAPLN PDLIM3 PDZK1 PDZK1IP1 PER1 PI15 PIGR PKP4 PLEKHH2 PLEKHS1 PSMA3-AS1 PTN PTPN21 PTX3 RAB27A RAPGEF2 RARRES1 RBPMS RCAN1 RHOQ RND3 RNFT1 RRAD SAA1 SAMD5 SBSPON SCGB1D2 SCGB2A2 SCN4B SEC14L1 SERPINA1 SF1 SFRP1 SHISA2 SLC12A2-DT SLC18B1 SLC25A37 SOCS5 SOD2 SORBS2 SOX9 SPIN3 SPRED1 ST3GAL6 STEAP3 SYNM SYNPO2 TAC1 TAGLN TCIM TF TFAP2B TFPI2 TGFA TM4SF1 TNC TNFRSF10B TRAPPC11 TRIM2 TRIM29 TRIP6 TSHZ2 TTC6 TUBB2B ULK4 USP31 VTCN1 YBX3 ZBTB16 ZDHHC3 ZNF204P ZNF37BP ZNF462 ZNF542P ZNF667 TURASHVILI_BREAST_DUCTAL_CARCINOMA_VS_DUCTAL_NORMAL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TURASHVILI_BREAST_DUCTAL_CARCINOMA_VS_DUCTAL_NORMAL_UP ALG13 ASPN CD44 CENPF CKS2 CLHC1 COL10A1 COL11A1 COL1A1 COL1A2 COL3A1 COL4A1 COL5A2 DCLK1 DDX60 DGKH DNAJC21 DTL EDEM3 EIF2AK1 EPB41L3 FAR2 FBN1 FN1 FSIP1 GDPD1 KPNA4 LINC01614 LRRC15 LUM MBTPS2 NCK1 PNP POSTN RET RRP15 SFRP2 SGO2 SULF1 TLR7 TOP2A TRIM59 TXNDC9 UBE2D1 UNC5B VCAN ZNF571 TURASHVILI_BREAST_DUCTAL_CARCINOMA_VS_LOBULAR_NORMAL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TURASHVILI_BREAST_DUCTAL_CARCINOMA_VS_LOBULAR_NORMAL_DN ACTA2 ACTG2 ADH1B AK5 ANXA1 ATF3 ATP10D ATP1A2 BACH2 CADM1 CARMN CAV1 CFD CNN1 CRISPLD1 CRYAB CSNK1A1 CX3CL1 CYB5R2 ECRG4 ELF3 ELF5 FOS FOSB FYB2 GABRP GHR GPM6B HYCC1 ID4 IGHA1 IQCA1 IQCN KRT14 KRT17 KRT5 MAMDC2 MAOA MGP MIR205 MMP7 MUCL1 MYH11 MYLK NFIB NTRK2 OXR1 PAK3 PDZK1 PI15 PIGR PLEKHS1 PROM1 PSMA3-AS1 PTN RCAN1 RHOQ ROPN1 RPL31 SAA1 SCGB2A2 SENP6 SFRP1 SORBS1 SYNM SYNPO2 TAGLN TMEM150C YBX3 ZBTB16 ZNF154 ZNF204P ZNF573 TURASHVILI_BREAST_DUCTAL_CARCINOMA_VS_LOBULAR_NORMAL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TURASHVILI_BREAST_DUCTAL_CARCINOMA_VS_LOBULAR_NORMAL_UP ANLN ASPM ATP2B1 B3GALNT1 CCNE2 CCT5 COL10A1 COL11A1 COL1A1 COL1A2 COL3A1 COL5A2 CPB1 CSTF2T CTHRC1 DDX60 DENND1B DTL EIF2AK1 EPB41L3 EPS15L1 FANCI FAR2 FBN1 FN1 FUT8 GDPD1 GLCCI1 GLRX3 HDGFL3 HMMR IFIT3 INHBA INTS7 KCMF1 LINC01614 LRR1 LRRC15 MCM9 MELK MGAT2 MLLT10 MRPL44 NAA25 NBAS NUSAP1 PNP PRR11 RAB18 RAC1 RACGAP1 RALGPS2 RBM34 RET RMND1 RORA RRP15 SFRP4 SGMS1 STK4 STMP1 SULF1 TBCE THAP6 TIGAR TMEM107 TOP2A TRIM59 TRNT1 UBE2D1 UBE2D2 UNC5B VCAN VOPP1 TURASHVILI_BREAST_LOBULAR_CARCINOMA_VS_DUCTAL_NORMAL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TURASHVILI_BREAST_LOBULAR_CARCINOMA_VS_DUCTAL_NORMAL_DN ACTA2 ACTG2 AK5 APLP2 ATP11B AZGP1 CA2 CCL28 CDC37L1 CDH1 CGNL1 CITED1 CLIC6 CNN1 CP CPB1 CX3CL1 CX3CR1 CYB5R2 CYP2J2 CYP4X1 DMD DST EFS EHF ELF5 ENTPD5 ERICH1 FMO5 FUT8-AS1 GABRP GALNT3 HAUS1 HIPK2 HNRNPLL HOOK1 HYCC1 ID4 IL17RB IL20RA IRX1 ISM1 ITGA2 ITM2A KCTD14 KLF8 KRT14 KRT15 KRT17 KRT23 KRT5 KRT6B LAMB3 LINC02035 LONP2 LYPD6 MAOA MGP MMP7 MYBPC1 MYLK NR3C2 NTRK2 OXTR PAPOLA PDK4 PDZK1 PERP PI15 PIP PNMA8A PTGER4 RARRES1 RBSN RIOK3 SAA1 SERPINA6 SFRP1 SNTB2 SOCS2 SORL1 SPATA17 STC2 SYNM TES TM4SF18 TRIM29 TTC6 UBR3 WLS ZNF398 ZNF542P TURASHVILI_BREAST_LOBULAR_CARCINOMA_VS_DUCTAL_NORMAL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TURASHVILI_BREAST_LOBULAR_CARCINOMA_VS_DUCTAL_NORMAL_UP ADAM12 AEBP1 AGTPBP1 ASAP1 ASPN BGN C5AR1 CCN4 CD69 CILP COL11A1 COL12A1 COL1A1 COL1A2 COL3A1 COL5A1 COL5A2 COL6A3 COL8A1 COMP CTHRC1 CXCR4 DOCK1 EDNRA ENPEP ENSG00000280119 FBN1 FBXO28 FN1 FNDC1 GNA13 GPX8 HSPA6 IFI44 IGF1 INHBA LAMB1 LOX LRRC15 LYZ MICAL2 MIR1245A MXRA5 NAA15 PLXDC1 PLXNC1 POSTN PRC1 PRRX1 RAB18 RAP2C RGS1 SFRP2 SMCHD1 SPAG9 SPARC SSR1 SULF1 SULF2 TAGAP THBS2 THY1 TIE1 UBTD2 UXS1 VCAN WIPF1 ZEB1 ZNF117 TURASHVILI_BREAST_LOBULAR_CARCINOMA_VS_LOBULAR_NORMAL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TURASHVILI_BREAST_LOBULAR_CARCINOMA_VS_LOBULAR_NORMAL_DN ADAM12 AEBP1 ASAP1 ASPN BGN BTN3A3 C5AR1 CAP2 CCN4 CDK8 COL10A1 COL11A1 COL12A1 COL1A1 COL1A2 COL3A1 COL4A1 COL4A2 COL5A1 COL5A2 COL6A3 COL8A1 COMP CTHRC1 CXCR4 ECT2 EPPK1 FBN1 FN1 FNDC1 GMFB GNA13 IFI44 INVS LAMB1 LCP2 LIG3 LOX LRRC15 LYZ MIR1245A MMP11 MMP2 MXRA5 NACA NEAT1 PABPC1L PDE8A POSTN PRRX1 RAB26 RABEP2 RFTN1 RGS1 SAR1B SFRP2 SFRP4 SLC25A43 SPP1 SRPX STK39 SULF2 TACC3 TAGAP THBS2 THBS4 TMEM119 TMEM65 TYMS UGCG VCAN WIPF1 ZNF805 ZNF823 TURASHVILI_BREAST_LOBULAR_CARCINOMA_VS_LOBULAR_NORMAL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TURASHVILI_BREAST_LOBULAR_CARCINOMA_VS_LOBULAR_NORMAL_UP ACTA2 ADAMTS5 AMDHD1 ANXA3 APLP2 AZGP1 BHLHE41 BORCS7 CA2 CCPG1 CD36 CDH1 CGNL1 CHL1 CHPT1 CLIC6 CNN1 CNOT7 CPB1 CRYZ CYB5R2 CYP2J2 CYP4X1 DERA DMD DST EGFR EHF ELF5 ESD FAM3B FAM76B FBXO3 FHOD3 FMO5 GABRP GPM6B GRIA2 HAUS1 HSDL2 ID4 IL17RB IL20RA ISM1 ITGA2 KBTBD7 KCTD18 KRT14 KRT15 KRT17 KRT5 LAMB3 LAMP2 LINC00472 LYPD6 MEX3C MGST1 MPPED2 MUC6 MYBPC1 MYH11 MYLK N4BP2L1 NTRK2 OXTR PAPOLA PAWR PDK4 PDZK1 PERP PGR PI15 PIGR PIP PPP4R4 PPP6C PTK2 RAB1A RYR3 SERPINA1 SFRP1 SGK3 SMAD2 SORL1 STC2 SYNM THRB TM4SF18 TOM1L1 TRIM2 TRIM29 TULP4 VPS35 WIF1 WLS ZBTB16 TURASHVILI_BREAST_NORMAL_DUCTAL_VS_LOBULAR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TURASHVILI_BREAST_NORMAL_DUCTAL_VS_LOBULAR_DN ARHGEF9 DCN EHBP1 MBTPS2 RHOBTB3 TSPAN5 ZNF117 TURASHVILI_BREAST_NORMAL_DUCTAL_VS_LOBULAR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TURASHVILI_BREAST_NORMAL_DUCTAL_VS_LOBULAR_UP ACACB ADNP ATF3 CCL28 CHML CLCN3 COL27A1 COQ10B CX3CL1 CYRIA DBR1 DCAF8 DNAH1 EPPK1 ERI1 EXOSC8 FOSB FRMD4B GABRP GALNT3 GATM GLUD1 KLF11 KRT23 KRT6B LOXL1-AS1 LRCH3 MAFF MAK16 MAP4K5 MR1 MTAP MTMR4 MYO1D NR4A2 PAWR PBLD PDE4DIP PHF20L1 PLEKHS1 PMEPA1 PMS2P4 PNMA8A PPHLN1 PTX3 RBM26-AS1 RFXAP RIDA RPE SKP2 SMAD5 SMG8 SMUG1 SPATA5L1 ST3GAL6 TMPRSS3 TRNT1 USP25 VIPAS39 VPS13B ZBTB8A ZNF250 ZNF407-AS1 ZNF823 ZSWIM7 ZYG11B TURJANSKI_MAPK11_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TURJANSKI_MAPK11_TARGETS ATF2 ELK1 FOS MEF2A MEF2C TURJANSKI_MAPK14_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TURJANSKI_MAPK14_TARGETS ATF2 DDIT3 ELK1 ELK4 FOS MEF2A MEF2C STAT4 TP53 TP73 TURJANSKI_MAPK1_AND_MAPK2_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TURJANSKI_MAPK1_AND_MAPK2_TARGETS ELK1 ELK4 FOS MAFA MYB MYC SMAD1 SMAD2 SMAD3 SMAD4 SP1 TP53 TURJANSKI_MAPK7_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TURJANSKI_MAPK7_TARGETS ELK4 ETS1 FOS FOSL1 MEF2A MEF2C MYC TURJANSKI_MAPK8_AND_MAPK9_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TURJANSKI_MAPK8_AND_MAPK9_TARGETS ATF2 ELK1 ELK3 HSF1 JUN JUND NFATC3 TP53 UDAYAKUMAR_MED1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/UDAYAKUMAR_MED1_TARGETS_DN ABHD3 ABTB2 ACKR3 ACYP2 ADAM17 ADAMTS1 ADCY9 ADGRG1 ADM AGAP1 AMOTL2 ARID5B ARL4A ATF3 ATG14 AXL BAMBI BAX BMP6 BRD2 BTG1 CAMSAP1 CANT1 CBLB CCNF CDA CDH10 CDKN1A CDKN1C CITED2 CLEC2B CNPPD1 COL1A1 CPM CPT1B CREM CROCCP2 CTC-338M12.4 CTH CYP27B1 DDB2 DDR1 DDX11 DENND3 DKK1 DLG5 DNAJB6 DNAJB9 DNMBP DUSP5 DYRK1A EFCAB14 EFHD2 EFNA1 EHD1 EIF2AK3 ELF3 ELF4 EPB41L4B EPHB4 ERAP1 ERF ETS2 FAM13B FAM53C FAS FBXL18 FEM1C FHL1 FMNL1 FOLR1 FOSL2 FOXK2 FRAT2 FRMD4B FUBP1 GABARAPL1 GADD45A GADD45B GDPD5 GNAS GPNMB GPRC5C GRK5 GSN H1-0 H1-2 H2AC18 H2BC12L H2BC5 HBP1 HERC1 HEY1 HIRA HMOX1 HNRNPA3 HOXC13 HSPB7 HSPB8 HSPBAP1 ID2 IFRD1 INPPL1 INTS6 JOSD1 JUNB KANK2 KCNN4 KDM3A KHSRP KLF4 KLHL24 LAMA5 LIFR LXN MAP1LC3B MAP3K9 MAP7D1 MAPKAPK2 MBD1 MDM2 MEIS1 MEX3D MKNK2 MN1 MSX1 MTCL1 MTF2 NDRG1 NEDD4L NFE2L1 NGRN NPIPB3 NR1D2 NTS OGA OTULINL P4HA2 PALLD PATZ1 PCDH7 PCNT PDE2A PEA15 PFDN6 PHLDA3 PHLPP1 PIK3R3 PILRB PIM1 PLK2 PLPP3 PNN POLG PPM1D PPP1R12A PPP3CA PRDM4 PRRC2B PTBP2 PTEN PTTG1IP PXDC1 RAB3GAP1 RARA RASSF1 RASSF9 RB1CC1 RBPMS RCAN1 RCBTB2 REPS2 RETREG2 RGS2 RHOB RHOBTB1 RHOC RIOK3 RNF13 RNF44 RPS21 RSRP1 RTN2 RYBP SAP30L SAT1 SEC61A2 SF3B3 SFSWAP SH3GL2 SLC2A3 SLC35E3 SMTN SNAI2 SNAP25 SNHG32 SNX11 SOX13 SPAG9 SPCS3 SPTAN1 SRD5A1 SSX2 ST3GAL4 ST6GAL1 ST7 STS TFPI THAP9-AS1 TIMP3 TLE3 TMBIM1 TMEM87A TNFAIP2 TNFSF9 TPM1 TRAFD1 TRGC1 TRIB1 TRIM29 TRIO TSC22D3 TST TTC17 TUFT1 TUG1 TXNIP UPF1 UPP1 UROD USP36 VCPKMT VPS37C WASHC3 WASL WDR45 ZDHHC11 ZFTA ZMYM2 ZNF395 ZNF767P ZXDA ZXDB ZZEF1 UDAYAKUMAR_MED1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/UDAYAKUMAR_MED1_TARGETS_UP ACSL3 AIMP2 AKR1A1 AMMECR1 ANAPC5 ANP32E ANTKMT AP1S2 APEH ASNS ASPH AURKA BOP1 BPGM BRD9 CAMSAP2 CASC19 CAV2 CBS CCNJ CD47 CDC6 CEP70 CHAF1A CHPT1 CNOT6 CREB1 CTNND1 DARS1 DCP2 DDHD2 DHFR DHX15 DICER1 DTYMK DUS1L ECEL1 ECPAS EDF1 EIF2AK2 EIF3A EIF4EBP1 EMC8 EML4 EXPH5 FAAP100 FDX1 FECH FEM1B FKBP14 GARS1 GATD3 GCH1 GRSF1 HIGD1A HNRNPA3 IPO7 KATNB1 KLHL23 LARP4 LBR LIG3 LONP1 LRP8 LRRC14 MAD1L1 MALT1 MBNL1 ME1 ME2 MED1 METRN MRPL12 MRPL42 MTDH MYO19 NAGLU NF1 NIT2 NSMAF OGG1 OSBPL8 PANK4 PAWR PCLAF PFKL PHB1 PHF10 PITX1 PJA2 PKN2 POGLUT2 POLR3G PPP3CB PSAT1 PSPH PTER PTMA PTPRF PUM3 RABL6 RBM47 RC3H2 RDH11 RHOQ RMND5A RO60 RPL22 RYK SCRN3 SDC1 SDF2L1 SEPTIN6 SF3A2 SLC16A1 SLC16A3 SLC19A1 SLC29A1 SLC35A2 SLK SREK1IP1 SRGN SSX2IP STX6 SUB1 TCF25 THOP1 TLE6 TMED7 TMPO TSFM TSPAN12 TSPAN4 UBR5 ZMYND11 ZNF580 UEDA_CENTRAL_CLOCK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/UEDA_CENTRAL_CLOCK ABCD2 AKAP17A AP1B1 AVP AVPR1A BCKDHB BLCAP BMAL1 BMPR1A CALCR CAPRIN1 CCL21 CCL7 CDK2AP2 CHORDC1 CMBL CRY1 CRYBG1 CXCL12 DBP DHODH DLK1 DNAJB1 DUSP1 FABP7 GADD45A GADD45B GADD45G H3-3A HERPUD1 HLA-DRB5 HMGB3 HNRNPM HRH2 HSPA1A HSPA1B HSPA5 HSPD1 HSPH1 ID2 IGFBP5 MAN2A1 MANF MRPL41 NFIL3 NR1D2 NSDHL ORMDL1 P4HA1 PDCD4 PDIA6 PER1 PER2 PHKA1 PKIB PLEKHA1 PLK2 POLR2E PPP1R1A PSMD5 RAB34 RABEP1 RASD1 RASL11B RBM3 REXO2 RGS16 RNASET2 RORA RPN2 SFRP2 SGK1 SMPDL3A SOX7 SQLE SRSF6 STAT3 STK24 STX5 SYT17 THRAP3 TMEM30A TPRG1L TUBA8 TUBGCP4 UBE2S UBFD1 UBQLN1 XBP1 ZBTB14 UEDA_PERIFERAL_CLOCK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/UEDA_PERIFERAL_CLOCK ABCB4 ACOT2 ADH4 AK2 AK4 ALAS1 ALCAM ANP32A APOA5 AQP8 AQP9 ASL ATF5 ATL2 ATXN2 AVPR1A BHLHE40 BMAL1 BNIP3 BRI3 BTG1 C6orf89 CCL15 CD47 CD9 CEBPA CEBPB CES1 CHD4 CHKA CHORDC1 CHP1 CKS2 CLDN1 CNOT1 COL18A1 COL4A1 CPT1A CREBRF CRIP2 CRY1 CYB5B CYP2A6 CYP7A1 CYP8B1 DAZAP2 DHCR7 DHRS3 DNAJA1 DNAJB11 DYNLL1 ELOVL5 ELOVL6 ERBB3 ETFBKMT ETHE1 F2R FASN FBXO21 FBXO8 FDPS FDX1 FERMT2 FGF1 FKBP4 FOXA3 GABARAPL1 GALT GCLC GLDC GLO1 GNE GPCPD1 H1-2 H2BC1 H6PD HAL HERPUD1 HES6 HMGB3 HMGCR HMGCS1 HNRNPAB HSD3B1 HSP90AA1 HSPA4 HSPA8 HSPH1 HTATIP2 ID2 IDI1 IFT46 IL4R INCA1 IRF6 IRF9 KAT2B KLF9 LBHD1 LGALS9 LITAF LMO7 LONP2 LPIN2 LSR MAP2K3 MAPK14 MCM10 MESD MKNK2 MYORG NDRG1 NFIL3 NHERF1 NOCT NPC1 NR1D1 NR1D2 OGA ONECUT1 PCSK4 PDIA4 PER2 PLA2G12A PNKD PNP PNPLA2 POR PPARA PPDPF PPP1R3C PSEN2 PTP4A1 RBM3 RBMS1 RBPMS RCL1 RIPOR2 RORC S100A10 SERPINF2 SLC11A2 SLC25A47 SLC29A1 SLC2A2 SLC37A4 SPATA13 SQSTM1 ST3GAL1 ST3GAL5 STBD1 STMP1 TARS1 TFPI2 THRAP3 TLE1 TMEM150A TNFRSF1B TRIP6 TSC22D1 TSPAN4 TUBA1A TUBA3C TUBB TUBB2A UBAP2L UBR3 UBXN1 UPP2 USP2 ZNF644 ULE_SPLICING_VIA_NOVA2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ULE_SPLICING_VIA_NOVA2 AGRN ANK3 APLP2 ARHGAP21 ATP2B1 BPTF CACNA1B CADM1 CAMK2G CASK CHL1 CLASP1 CLSTN1 CTNNA2 DNAJB5 EFNA5 EPB41 EPB41L2 EPB41L3 EPHA5 GOLGA4 GPHN GPR45 GRIK2 GRIN1 IDH3B KCNMA1 KCNQ2 LRP12 LRP1B MAP4K4 MAPK8IP1 NCDN NTNG1 PLCB4 PTPRF RAP1GAP SPTAN1 SRR STX2 STXBP2 TACC2 TPM3 UROSEVIC_RESPONSE_TO_IMIQUIMOD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/UROSEVIC_RESPONSE_TO_IMIQUIMOD BRCA1 CCL8 CXCL11 IDO1 IFI35 IFI6 IFITM1 IL6 IRF7 ISG15 ISG20 MICB MX1 OAS2 OASL PLAAT4 SECTM1 STAT1 TRAFD1 URS_ADIPOCYTE_DIFFERENTIATION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/URS_ADIPOCYTE_DIFFERENTIATION_DN ADORA1 AGTRAP CD37 CEBPA COL3A1 COL4A2 COL6A1 COL6A3 DCN E2F4 FN1 LOX LOXL1 LRP3 LRP5 LUM MED1 MMP9 NUMA1 OSGIN1 PPARD PPP2R1A PSG9 PTGDS PTPRN ROM1 SPARC THBS2 TMEM179B ZNF169 ZNF587B URS_ADIPOCYTE_DIFFERENTIATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/URS_ADIPOCYTE_DIFFERENTIATION_UP ABCE1 ACOX3 ACSL1 ADIPOQ ADORA2B AGT ALDH1A2 ALDH6A1 AMT APLNR APOB ATP2B2 ATP8A2 CAP2 CHST1 CIR1 COL7A1 CRYAB CTSG DGAT1 DGKG DPF2 DPT E2F1 ECM2 FABP4 FABP5 FABP7 FXYD1 GLUL GPD1 HSD11B2 IGFBP2 INSR KCNH2 LBP LIPC LPL LRP8 MAP4K3 MASP1 MIR9-1HG MMP7 MTMR12 MTUS1 PCDH7 PFKFB3 PLCD1 PLEK PLIN2 PPARG PTPN21 PTPRS PTPRZ1 RBIS RXRA RXRB SKAP1 SLC24A2 SMARCB1 STAT5B TAP1 TFCP2 TNFAIP2 USP8 VTN UZONYI_RESPONSE_TO_LEUKOTRIENE_AND_THROMBIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/UZONYI_RESPONSE_TO_LEUKOTRIENE_AND_THROMBIN ADAMTS1 APOLD1 ARID5B ATF3 BMP2 CCN1 CITED2 CREM CXCL2 CXCL8 DUSP1 EGR1 EGR3 ELL2 F3 FOSL2 GEM HBEGF HLX KCNJ2 KLF2 KLF4 MAP3K8 MCL1 NDRG1 NEDD9 NR4A1 NR4A2 NR4A3 PDK4 PTGS2 RCAN1 RGS2 SELE SIK1 ZFP36 VALK_AML_CLUSTER_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VALK_AML_CLUSTER_1 ADGRG6 ATF3 ATP10A BHLHE41 BLNK BMI1 COBLL1 DPP4 FHL1 IGHM IRF7 JUN KCNA5 KIF17 LTBP3 MECOM MEF2C MMRN1 NR4A2 PCDH9 PCDHGC3 PROM1 PRR16 SLC2A3 SLC38A1 SOCS2 SPAG6 SPIB TRPS1 VALK_AML_CLUSTER_10 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VALK_AML_CLUSTER_10 ADGRL1 ARHGEF17 AZU1 BAALC BCL7A C3AR1 CD22 CFD CHRDL1 CRIM1 EEF1A2 F2RL1 FAM30A FLNB GNAI1 IGHM MLLT3 MN1 NPDC1 PAWR PIK3C2B PPP1R16B PRKD2 RBPMS RNASE2 SETBP1 SMAGP SNED1 SORBS3 SPON1 SPRY1 SPTBN1 TPM2 VALK_AML_CLUSTER_11 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VALK_AML_CLUSTER_11 ALDH2 APP ASS1 CD200 CD34 CIITA CISH CLIC4 DAB2 DAPK1 DNM1 DPYSL2 DUSP7 EGFL7 EVL FYN GAS2L1 GIMAP5 GIMAP6 H1-0 IFITM1 ITGA6 KCNN4 KLF9 KYNU LHFPL2 LPAR6 MDFIC MYO5C PALM PCDHGC3 REEP5 SERPINB9 SLC38A1 SNRPN SPARC ST3GAL5 VEGFA VALK_AML_CLUSTER_12 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VALK_AML_CLUSTER_12 AFF2 ANXA8 ARHGAP4 AZI2 CALR CST7 FGF13 GABRE GALNT3 HGF LAMC1 LGALS9 MEG3 MFNG MST1 MXRA7 NAALADL1 NKX3-2 NRIP1 P4HB PCBP3 PRODH PTCH1 PTGER1 RAB5B SIX3 SKAP2 STXBP1 TMEM87A VCL VALK_AML_CLUSTER_13 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VALK_AML_CLUSTER_13 ADCY7 ADRA2C BAIAP3 C11orf21 C15orf39 CACNA2D2 CAV1 CIAO3 FBLN5 GRK5 HSPG2 IL5RA ITGB4 KDM4B LAT2 LCP1 MYRF NBL1 NCALD PNMT POU4F1 PSD3 ROBO1 RUNX1T1 SLC25A1 STK32B THSD7A TRH VLDLR VOPP1 WASHC2C VALK_AML_CLUSTER_15 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VALK_AML_CLUSTER_15 ARHGEF3 ATN1 BASP1 CD52 CEACAM8 CTNNA1 DRAM1 ECHDC2 EPB41L2 FADS1 GNA12 GRAMD1B HOXA10 HOXA9 HOXB2 HOXB5 HSPB1 IGF2BP2 IGHM KLF9 MEIS1 NDFIP1 RUNX1 SEL1L3 SFXN3 SH3TC1 SLC16A1 SUCLG2 TBL1X TNS3 TUBB6 VALK_AML_CLUSTER_16 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VALK_AML_CLUSTER_16 ACSL4 ADCY9 ADD2 AK2 AKR7A2 APOC2 BABAM2 C1orf54 C3orf14 CACNA2D3 CADM1 CD70 CLSTN2 DACH1 GGA2 ITGA7 KCNN2 LAMP5 MBNL1 PENK RET RPP25 TDRD7 TGM5 TKTL1 TRPM4 UVRAG XAGE1B VALK_AML_CLUSTER_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VALK_AML_CLUSTER_2 ADGRG1 ARHGAP22 CCL1 CLU DOCK1 EZR GLI2 GOLGA8A GRB10 GUCY1A1 HBA1 HBB HOXA5 HOXB2 IL2RA JAG1 KCNK5 LAPTM4B LPIN1 MAP4K4 PDE3B PIM1 PLA2G4A PLS1 PTP4A3 SCHIP1 SRSF8 TRIM16 TRPC2 VALK_AML_CLUSTER_3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VALK_AML_CLUSTER_3 ADCY2 ADGRG1 AGTPBP1 ARHGAP22 BLVRA CCL1 CEBPD CFH COL4A5 CRYBG1 DOCK1 ENPP4 FAM30A FCGRT GAS2 IL17RA IL6ST LAPTM4B MAP7 NET1 PBXIP1 PDGFD PIEZO2 PLS1 QPRT RAP2A SCN9A SELENOP SERPINB8 SH2D1A SMC4 TCEAL9 TNFRSF4 TRIM16 VALK_AML_CLUSTER_4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VALK_AML_CLUSTER_4 ABCB1 B4GALT6 CAPN2 CD7 CFD CTNNA1 CYFIP1 DRAM1 DTX2P1-UPK3BP1-PMS2P11 FZD6 HPGDS HPS4 IKZF2 IL4R ITGA4 KLF2 LDLRAD4 LRP10 NDFIP1 P2RX5 PMS2P3 PRR5L RAB13 TRAT1 TRDC TRIB1 TSPAN7 TUBB6 UGT2B11 YBX3 VALK_AML_CLUSTER_5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VALK_AML_CLUSTER_5 CAMK1 CCR1 CD86 EFHD2 EPB41L3 GASK1B GNS HNMT IFNGR2 KCNQ1 LILRA1 LILRB1 LILRB2 LILRB3 MAFB NOD2 PILRA PSAP PTAFR RASSF4 SIGLEC7 SIRPAP1 SIRPB1 SLC15A3 SMPDL3A STS TFEB TLR8 TYMP UBE2D1 VCAN VDR VALK_AML_CLUSTER_6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VALK_AML_CLUSTER_6 ADCY2 BST2 CD74 CEP70 CFH CORO1A DPPA4 DPYSL3 DSC2 FAM110B FAM174B FOXC1 FOXF2 FTO GPC4 HIGD1A HLA-DPA1 HLA-DRA HLA-DRB1 HOXB3 KIAA0930 LTBP1 NT5DC3 PECAM1 PIEZO2 PLXNB1 RGS10 RSL1D1 SLC27A6 SMC4 SNCAIP TP53BP1 TTC27 XPA VALK_AML_CLUSTER_7 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VALK_AML_CLUSTER_7 ANK1 CLCN3 DNAJC6 EPB41 FAXDC2 GAPVD1 GDF15 GYPE HBBP1 HBZ KCNH2 KEL MYL4 OSBP2 PDZK1IP1 RAP1GAP RHAG RHCE SELENBP1 SLC2A1 SLC6A8 SLC6A9 SPTB TAL1 TNS1 TPM1 TRIM10 VALK_AML_CLUSTER_8 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VALK_AML_CLUSTER_8 ABCG2 ANK1 ARHGEF12 BCAM CDC42BPA CDH1 DCAF11 FAXDC2 FECH GYPA GYPB MOSPD1 MXI1 OPTN OSBP2 PBX1 RHCE SELENBP1 SLC6A8 SNCA TAL1 TMEM158 TNS1 TRAK2 TSPAN5 VALK_AML_CLUSTER_9 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VALK_AML_CLUSTER_9 AK5 BAHCC1 CBFB CD1C CD59 CD81 CHI3L1 CHST12 CLEC10A CLIP2 CLIP3 COLEC12 DHRS3 EMID1 FAM171A1 FCGR2B ICAM4 MGLL MN1 MSLN MTMR11 MYH11 NDE1 NRP1 NT5E OTULINL PAPSS2 PTPRM RPS6KA2 RUNX3 SPARC ST18 TGFBI TPPP3 VSIG4 VALK_AML_WITH_11Q23_REARRANGED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VALK_AML_WITH_11Q23_REARRANGED ACSL4 APOC2 C1orf54 C3orf14 CACNA2D3 CADM1 CD70 CES1 DACH1 ENSG00000274253 HIF1A ITGA7 LAMP5 MSLN NXT2 P2RY2 PENK RET TGM5 TKTL1 TRPM4 UVRAG XAGE1B VALK_AML_WITH_CEBPA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VALK_AML_WITH_CEBPA ARHGEF3 ATN1 B4GALT6 BASP1 CAMP CD38 CD7 CEACAM8 CEBPA CTNNA1 DLC1 GALC GNA12 HOXA9 HOXB2 HPGDS HSPB1 IGF2BP2 IGHM IGLL1 ITM2A LCN2 LTF MEST MMP8 NDFIP1 PGLYRP1 PRR5L SEL1L3 SFXN3 SLC16A1 SUCLG2 TBL1X TNS3 TRDC TRIB1 TUBB6 VALK_AML_WITH_EVI1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VALK_AML_WITH_EVI1 ADGRL1 AZU1 CD34 CFD CRIM1 DMXL2 EEF1A2 F2RL1 FAM30A GNAI1 IGHM MN1 MSRB1 NPDC1 PAWR PIK3C2B PPP1R16B PXDN RBPMS RNASE2 RNASE3 SMAGP SORBS3 SPRY1 SPTBN1 VALK_AML_WITH_FLT3_ITD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VALK_AML_WITH_FLT3_ITD ADCY2 ADGRG1 APP BAHCC1 CHRNA7 COL4A5 CYSLTR2 ENPP2 GOLGA8A HOXA4 HOXA5 HOXA9 HOXB2 HOXB3 HOXB5 HOXB6 IL1RAP IL2RA KCNK5 LAPTM4B LCT LGALS3BP LYRM1 MAGED1 MAP1A MMP2 MRC1 NR6A1 PBX3 PDE4B PDGFD PIEZO2 PIM1 QPRT SELENOP SMC4 SNRPN SOCS2 TRGC1 TRIM16 TRPC2 VALK_AML_WITH_T_8_21_TRANSLOCATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VALK_AML_WITH_T_8_21_TRANSLOCATION FGF13 HGF MYH11 ROBO1 RUNX1T1 VANASSE_BCL2_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VANASSE_BCL2_TARGETS_DN ABCC1 ACKR2 ACKR3 ANXA4 BCL2 BID C19orf12 C7orf31 CARMIL1 CCND2 CCR1 CD1D CD9 CFP CMTM3 CMTR1 COL5A1 CR2 CTSG CYFIP1 DENND2D DPH5 EDARADD ELL3 F13A1 FN1 HCST HERC6 IFI16 KIF20A LIG3 LILRB4 LTA LYZ MAP4K4 MARCKS MCOLN3 MFHAS1 MMUT MPHOSPH9 MPO MYB MYL4 NEDD4 NFKBID PGLYRP1 PIK3R4 PLA2G7 PLXNC1 PTPN22 RASGEF1B RTEL1 STMP1 TCF7 TERB1 TMEM25 TRAF1 TRMT10A TRPS1 TUBG2 ZNF616 VANASSE_BCL2_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VANASSE_BCL2_TARGETS_UP APOA2 BASP1 CCR9 CFB CWC22 FAM209A GNAS H1-2 HSPA1A HSPA4L IGHG1 IGHM IGHV3-72 IGLV4-69 IL1RN JCHAIN KNG1 LANCL1 LIFR MACC1 MAP3K6 MBNL2 NR2F2 PILRA PON3 PPP1R2 PRDM1 RELN RYR2 SERPING1 SLC16A9 SLPI SOSTDC1 SRP54 VANDESLUIS_COMMD1_TARGETS_GROUP_2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VANDESLUIS_COMMD1_TARGETS_GROUP_2_UP BNIP3 CCND2 ESRP1 FGF19 HK2 MAFF MT1A NDUFA4L2 PDK1 PFKFB3 PFKP STC2 TFRC TM2D2 VEGFA VANDESLUIS_COMMD1_TARGETS_GROUP_3_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VANDESLUIS_COMMD1_TARGETS_GROUP_3_DN CLEC1B CP CRABP1 CRABP2 DLL3 DMRT2 EN2 FEZ1 HDDC3 HOXD12 IGDCC3 MEOX2 MFAP2 MFAP4 MSLN NNAT NR2F1 NRARP NREP OLIG3 PCP4 RGS2 SCG3 SERF1A SPSB4 TCF15 TGFBI TMSB4X TRAM1L1 TRIM9 TUBB2A TUBB3 UCHL1 VCAM1 VTN WFDC1 YJU2 VANDESLUIS_COMMD1_TARGETS_GROUP_3_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VANDESLUIS_COMMD1_TARGETS_GROUP_3_UP AASS ADM AFP ALDOA ALDOB ALPK3 AMN AP1M2 APOA2 APOA4 APOC1 APRT ARID3B BEX2 BEX4 BNIP3L CA7 CAMSAP3 CBX7 CCDC198 CCNG1 CDH1 CGNL1 CLDN2 CLDN6 CTSV CTSZ CYBA DSG2 EGLN3 ERO1A ETV5 EZR FAM162A FKBP11 FOLR1 GALK1 GRHPR HAS2 HKDC1 IER3 ITGA3 KCNE3 KRT19 KRT84 LDHA LGALS2 LIN28A LSR LY75 MATN4 MYH7 MYO7A NHERF1 PDZK1 PFKL PHLDA2 PKP2 PLCXD1 PLEKHA2 PODXL PRSS8 REEP6 RENBP RNASE4 SCARB1 SHMT2 SLC13A4 SLC16A3 SLC39A5 SNCA SPINT1 SPP2 STARD10 TAGLN2 TF TM4SF5 TNNT2 TPI1 TRIM25 TSPAN8 UPP1 VANDESLUIS_COMMD1_TARGETS_GROUP_4_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VANDESLUIS_COMMD1_TARGETS_GROUP_4_DN C1QTNF3 CKB COL26A1 COL3A1 FABP7 HOXD11 LHX9 METRN NEUROD1 OXCT1 PAX1 RSPO1 SERPINF1 TMEM98 TPPP3 TTPA UNC5A VANDESLUIS_COMMD1_TARGETS_GROUP_4_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VANDESLUIS_COMMD1_TARGETS_GROUP_4_UP AFP APOA1 APOE APOM APOOL CA4 CLIC6 EMB KRT18 LGMN NR6A1 S100G SLC2A1 SLC2A3 SPINK1 TCFL5 TTR VANDESLUIS_NORMAL_EMBRYOS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VANDESLUIS_NORMAL_EMBRYOS_DN ALAS2 BASP1 CABP1 CRTC1 HBA2 HBE1 HBG1 HBZ HOXC10 HP1BP3 HS3ST1 IAPP KCNH2 NUDT4 OR1E2 PCOLCE PF4 POP4 SLC39A6 TESK1 VIM VANDESLUIS_NORMAL_EMBRYOS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VANDESLUIS_NORMAL_EMBRYOS_UP ACTBL2 CREB3L3 ETV2 HESX1 PPFIA2 VANHARANTA_UTERINE_FIBROID_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VANHARANTA_UTERINE_FIBROID_DN ABCA8 ABLIM1 ACKR3 ADD3 ADH1B ADIRF APOL3 ATF3 BCL6 BIRC3 C1R C1S CBX7 CITED2 CXADR DAPK1 EFHD1 EGR1 ERAP1 EZR GADD45B GATA2 GIMAP6 GSAP GSDME GSTM5 HIVEP2 HOXA5 HSPA1A IER2 KLF2 KLF4 KLF5 KLHL2 LEPR LTBP1 MAFF MAP3K5 MDFIC MOXD1 MS4A4A MSX1 NAMPT NDRG1 NFIB NR3C1 NR4A2 ODC1 PAWR PDLIM1 PHYHIP PLAAT4 PLCE1 PTCH1 PTGER3 RARRES2 RASA4 RBP1 RIPOR2 RTN3 SMAD7 SOX17 STK26 TFPI TNXA TRIB1 WFS1 VANHARANTA_UTERINE_FIBROID_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VANHARANTA_UTERINE_FIBROID_UP ART4 CCND1 COL1A1 COL3A1 COL4A1 COL4A2 COL5A2 COL9A2 CRMP1 DDB2 EDNRA EFNB2 ERCC3 FDXR FN1 GPM6B HEPH HSD17B6 HTR2B IGF2 IGSF3 ITM2C LOXL2 LTBP2 MEST MFAP2 MMP11 NAV2 PDE8B PLAAT1 PLP1 PRKCB SATB2 SOX4 SPCS3 STARD13 SULF1 TFAP2C TGOLN2 TMSB15A TRPS1 TYMS ZFYVE9 ZMAT3 VANHARANTA_UTERINE_FIBROID_WITH_7Q_DELETION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VANHARANTA_UTERINE_FIBROID_WITH_7Q_DELETION_DN AKAP6 ALDH1B1 APBB2 ARIH2 B4GALT7 CADM1 CAPZA2 CAV2 CLIC4 CLN5 COX15 EEF1A1 EIF4E2 EML4 GAA GAPVD1 HEG1 IFI16 ING4 LYST MCAT MICU1 NCOR1 NEK11 OSBPL1A PDE3B PDE8A PINK1 POLR1C PRRG1 RPL34 SASH1 TTF2 VPS13D VPS52 WIPI2 VANHARANTA_UTERINE_FIBROID_WITH_7Q_DELETION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VANHARANTA_UTERINE_FIBROID_WITH_7Q_DELETION_UP ANP32E BCS1L CARS2 CCHCR1 CNOT2 CSE1L DDX10 EFS EIF1AX EIF5B EMC6 EMG1 ERCC6 FARP1 FBXO11 FBXO21 GON4L GOSR2 HCFC1 HIC2 IGFBP5 ISG20L2 KERA MAX MIA3 MYDGF NAA16 NAP1L3 NPRL2 NXT1 PAPOLA PCF11 PCMT1 PHGDH PRUNE2 PSD3 PTP4A1 PTPN2 RAD23B RAD51C RBBP6 RBBP7 RNF138 RUVBL2 SLC25A38 SLC35A2 SMARCA4 SRSF3 STX18 TBPL1 TCEA1 TIMM9 TMEM231 TMPO TNFAIP8 TRAPPC2 TRMT61B TSC22D2 TTC27 U2AF1 UBR7 VEZF1 VEZT YTHDF1 ZDHHC6 ZFP64 VANLOO_SP3_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VANLOO_SP3_TARGETS_DN ACBD4 ADA AKAP7 ALDOB ANXA4 AP1S3 AQP1 C1QB CAMK1 CAVIN3 CD302 CD5L CD82 CDO1 CFAP57 CFP CISD3 CLEC10A CRTAP CTSH DAPK2 DHRS4 DHRS7 DNASE1L1 EHHADH EVC EVI2A F7 FABP2 FAH FUOM GCAT GLRX GNG10 GPR155 GPX7 HAVCR1 HIPK3 HSD17B11 IFI30 IL18RAP ITGA6 KHK KLK8 KRT20 KRT8 LEFTY1 LGALS2 LGALS3 LGMN LIPH MAOA MARCO MFSD10 MTARC1 MTHFS MYD88 NME4 NT5C3B NUPR1 NXPE2 P2RX4 PDK1 PDZK1IP1 PITPNM1 PTGR1 QPRT RABEPK RNH1 RPP40 RPS6KA4 SERPINB6 SLC39A5 SLC66A3 SP3 SPEG TAC3 TCF19 TM2D2 TOM1L1 TOP1MT TPMT TSPO TXNRD3 UGT2B10 UGT2B7 UPB1 YDJC ZDHHC2 VANLOO_SP3_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VANLOO_SP3_TARGETS_UP DMC1 ITGA4 MACROD1 NUPR1 PNLIPRP2 RBM45 SERPINB2 TCFL5 TRIB3 VANOEVELEN_MYOGENESIS_SIN3A_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VANOEVELEN_MYOGENESIS_SIN3A_TARGETS ABCC5 ABHD6 ABI2 ACTR1B AHCY ANKRD13B ANKRD26 ANXA5 APPL2 ARHGAP22 ARHGAP33 ARHGAP5 ARPC1B ASXL1 ATP6V1A BAZ1A BBS5 BCL2L11 BLZF1 BTBD6 BTD C17orf80 C1orf131 C6orf226 CAB39L CAMK2A CCDC71 CCT5 CDH6 CEP68 CEP85 CHCHD4 CHTF8 CIART CKS1B CLCN3 CLCN5 CMAS CNPPD1 COA5 COA7 COLGALT1 COQ10B CREB1 CTU2 DAP3 DCLRE1B DCTD DDX51 DPAGT1 DPP3 DTL DUSP10 DUSP2 DUSP7 E2F6 EDA2R EIF2B1 ENOPH1 ERF ERGIC1 ERGIC3 ETFB FAM114A2 FAM53B FBXL8 FHIT FLII FTL GEMIN5 GFER GNG5 GNL2 GNPTAB GNS GON7 GPANK1 GPC5 GTPBP2 HACD3 HAX1 HIPK2 HMGA1 HMOX1 HOXC8 HP1BP3 HS2ST1 HSP90B1 IDH3A ING5 IQCB1 KANK2 KIAA1191 KIF17 LDLR LIF LIN28A LMLN LPCAT3 LRIG1 MBTD1 MCTP2 MED15 MFSD5 MINK1 MLYCD MRPL57 MRPS16 MRPS33 MRPS36 MSANTD4 MTRF1L MXI1 MYO6 MZT1 N6AMT1 NAP1L4 NDOR1 NDRG1 NFIL3 NLN NMD3 NOA1 NOP16 NPPB NRM NSUN3 OGFOD2 OGN OLA1 PACC1 PARG PARPBP PBLD PFKL PGLS PHF5A PHKB PIBF1 PIK3IP1 PKP4 PMM2 PMS2 PNPLA6 POLR1G POP7 PPP1R11 PPP2R2A PPP2R3C PPP3CB PRRG4 PRXL2C PTDSS2 PTPN1 RAD51AP1 RAE1 RALA RARA RCN1 RHBDD2 RIC8A RIOX2 RIPOR1 RNF114 RNF13 RNF181 RPP38 RPS24 RPS9 RPSA SCAMP2 SCLT1 SDC1 SERF1A SH3GL1 SIPA1L1 SLC12A9 SLC25A40 SLC35A5 SLC39A3 SLC7A6OS SOD2 SORCS2 SSTR1 ST6GAL1 STK19 SUCLG2 SUPT6H SURF2 TAB3 TAC4 TBC1D24 TBCA TERF2IP TFB1M THOC3 TJP1 TMCO3 TOMM34 TRMT6 TRPV2 TSEN54 TXNRD1 UCHL3 URB2 USP5 VAMP3 VAMP4 VMP1 VPS35 VPS52 VSIR WWP2 ZBTB5 ZCCHC24 ZDHHC20 ZNF189 ZNF248 ZNF565 ZNF667 ZWILCH VANTVEER_BREAST_CANCER_BRCA1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VANTVEER_BREAST_CANCER_BRCA1_DN ANKRD50 APPL2 BLTP2 BMPR2 CA2 CCDC74B CDH11 CSNK1A1 CTSK DKK3 DNALI1 ECI1 ETFB FAM110C FMOD GLI3 GOLM1 HDGFL3 HSD11B2 ITGBL1 KLHL2 MID1IP1 NEURL1B NQO1 PIGT PRKD1 PRKG1 PRRX2 RGP1 RPL23A SCAMP1 SH3BP4 SKP1P1 SLC9A2 SYNJ2BP TPPP3 UBE2Q2 UNC119 VEZF1 ZFHX3 ZNF395 VANTVEER_BREAST_CANCER_BRCA1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VANTVEER_BREAST_CANCER_BRCA1_UP ART3 ATAD3A CCL2 CD19 DENND1B DNTTIP2 EEF1D EML4 GLMN IGHM KCNN4 KDM2B MTF2 MYBL1 MYC OGG1 PACSIN3 PIM2 POU2AF1 PPP1CB PUM3 REXO2 RRP1 RRP1B RTCA SERBP1 SLC11A2 THEMIS2 TRIP6 UCHL5 VPREB3 VRK2 WDR43 ZPR1 VANTVEER_BREAST_CANCER_ESR1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VANTVEER_BREAST_CANCER_ESR1_DN ABRACL ADAMTS7 ADM AGFG1 AMD1 ANLN APOBEC3B ASNS ASS1 ATAD3A ATL3 ATP1B3 BCL11A BCL2A1 BIN1 BIRC2 BLM BTG3 BUB1 C1orf112 C21orf91 CA9 CCL18 CCL5 CCNB2 CCNC CD180 CDC20 CDCA8 CDH3 CDK2AP1 CEBPG CENPA CEP55 CHI3L1 CHIC2 CHST2 CLCN4 CORO1C CREB3L2 CSRP2 CSTB CTPS1 CTSC CTSV CX3CL1 CYB5R2 CYBA CYBB DAPK1 DEF8 DEFB1 DESI2 DSC2 DUSP2 DUSP9 DYSF EGFL6 EML4 ENO1 EPHA2 FABP7 FAM171A1 FAM20A FANCA FDX1 FNDC3B FOXC1 FSCN1 FZD9 GABRP GAPDH GAPDHS GATAD2A GBP1 GDF5 GLIPR1 GMPS GOLT1B GPRC5B GPRIN2 GPSM2 H1-1 HDGF HEBP2 HIF1A HJURP HK3 IDO1 IFNAR2 IFRD1 IL15RA ILF2 IMPA2 INHBC IQCJ-SCHIP1 ITGB2 JRKL KATNA1 KCNK5 KCNN4 KIF1B KIF2C KRT16 KRT23 KRT6B KRT7 LAD1 LAMP3 LDHB LGALSL LILRB3 LMO4 LPIN1 LPXN LYN MALL MAPRE2 MARCO MCM5 MCM6 MEAK7 MELK MEMO1 MID1 MMP7 MPZL1 MRAS MSN MTMR2 MYBL2 MYO10 NASP NCAPD2 NCK1 NDRG1 NF2 NFKBIE NMB NMI ODC1 OPTN P2RY6 PADI2 PDCD5 PDIA6 PDXK PDZK1IP1 PEDS1 PFKP PGM1 PHACTR2 PHGDH PIM1 PIMREG PKP1 PLEKHG1 PLSCR1 PLTP PPP1CB PRIM2 PROM1 PSAT1 PSME4 PSMG1 RAB6B RAD54L RARRES1 RBMS1 RCAN1 RDX RNF114 RRP1 RSRC1 RSU1 S100A10 SAMD4A SEM1 SERBP1 SFT2D2 SH3BP1 SLC2A5 SLC2A6 SLC35C1 SLC43A3 SMCO4 SNN SOD2 SOX10 SRGN SRSF7 ST14 ST8SIA1 STEAP3 STIL SYNCRIP TBC1D1 TBPL1 TCN2 TES THEMIS2 TM4SF1 TMCC2 TMEM123 TMEM45A TMSB10 TNF TNFAIP3 TNFRSF21 TOPBP1 TRIM29 TRPV6 TTC7A TTK TTYH1 UBE2E3 UCHL3 UCK2 UGP2 UGT8 UQCRH VGLL1 WARS1 YBX1 VANTVEER_BREAST_CANCER_ESR1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VANTVEER_BREAST_CANCER_ESR1_UP ABAT ABCA3 ACADSB AFF1 APPL2 AQR BAG1 BCL2 BHLHE40 BRD8 BTBD9 BTF3 C3orf18 C4A CA12 CAMLG CCDC106 CCDC74B CCNG2 CELSR1 CERS2 CERS6 CHAD CHD6 CHRD CIRBP CISH COX6C CXXC5 CYB5R1 DBNDD2 DELE1 DNAJC12 DNALI1 ECI1 EEIG1 ELOVL5 EML2 ERBB3 ERBB4 ESR1 EVA1B EVL FAAH FAM110C FAM174B FAN1 FARP2 FBP1 FGD3 FOXA1 FUT8 GADD45G GATA3 GFRA1 GLI3 GPD1L GPR162 GREB1 HDAC11 HEXIM1 HHAT HMGCL HNRNPA1 HSD17B4 HTT IGBP1 IGFBP4 IL6ST INPP5J IRS1 ITPK1 KCTD3 KDM4B KIAA0232 KIF13B KIF16B KRT18 LAMB2 LONRF2 LRBA LRIG1 LZTFL1 MACIR MAGED2 MAN2B2 MAST4 MCCC2 MED13L MEIS3P1 MINDY1 MREG MRPS27 MYB MYLIP MYO5C NAT1 NEDD4L NEK9 NHERF1 NPDC1 OVOL2 P4HTM PBX1 PCSK6 PEX19 PIGT PPP1R26 PREX1 PTP4A2 PTPRT QDPR RAB11FIP3 RARA RBM47 RETREG1 RNF103 SCAMP1 SCCPDH SCUBE2 SEC14L2 SKP1P1 SLC16A6 SLC35E2B SLC39A6 SNX1 SOX12 SPDEF SPEF1 SREBF1 STARD10 SYBU SYNGR1 TBC1D9 TCEAL1 TFF3 TMBIM4 TMBIM6 TOGARAM1 TP53INP1 TPBG TSPAN13 TUSC2 UGCG VAV3 WDR6 XBP1 ZBTB40 ZNF587 VANTVEER_BREAST_CANCER_METASTASIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VANTVEER_BREAST_CANCER_METASTASIS_DN ADGRG6 ADM AGFG1 ARMC1 ASNS ASPM ATAD2 AURKA BIRC5 BNIP3 BUB1 CA9 CCNB2 CCNE2 CDC25B CDC42BPA CDK16 CENPA CENPN CKS2 CMC2 COL4A2 CP CTPS1 CTSV DCK DEGS1 DENND11 DEPDC1 DIAPH3 DLGAP5 DTL ECT2 ESM1 EXT1 EZH2 FBXO5 FLT1 GBE1 GGH GMPS GNAZ GPSM2 HACD2 HJURP HMGB3 IGFBP5 INAVA INTS7 IVNS1ABP KIF14 KIF21A LPCAT1 LRP12 MAD2L1 MAPRE2 MCCC1 MCM6 MELK MGAT4A MLLT10 MMP9 MRPL13 MTDH MTMR2 NDC80 NDRG1 NMB NMU NUSAP1 ORC6 OXCT1 PALM2AKAP2 PAQR3 PFKP PGK1 PIMREG PIR PITRM1 PLAAT1 PLEKHA1 PRAME PRC1 PSMD2 PSMD7 PTDSS1 RAB6B RAD21 RFC4 RRAGD SACS SERF1A SLC2A3 SLC7A1 SMC4 SPC25 STK3 STMN1 STX1A SYNCRIP TFRC TK1 TMEM45A TMEM65 TMEM74B TRIP13 TSPYL5 UCHL5 VEGFA VANTVEER_BREAST_CANCER_METASTASIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VANTVEER_BREAST_CANCER_METASTASIS_UP ACADS ALDH4A1 ALDH6A1 AP2B1 BBC3 BTG2 CCDC74B CCN4 CHPT1 CIRBP EBF4 ECI2 ELAPOR1 ERGIC1 EVL FBP1 FGF18 FUT8 GSTM3 INPP5J IP6K2 KIAA1217 KIF3B KRT18 LAMP5 LETMD1 MATN3 MS4A7 MYLIP MYRIP NEO1 PCSK6 PDIA4 PEX12 QDPR RAB27B RBP3 RPS4X SCUBE2 SEC14L2 SPEF1 STK32B TBC1D9 TBX3 TGFB3 VANTVEER_BREAST_CANCER_POOR_PROGNOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VANTVEER_BREAST_CANCER_POOR_PROGNOSIS ADGRG6 ALDH4A1 AP2B1 BBC3 CCN4 CCNE2 CDC42BPA CENPA CMC2 COL4A2 DCK DIAPH3 DTL EBF4 ECI2 ESM1 EXT1 FGF18 FLT1 GMPS GNAZ GSTM3 IGFBP5 LPCAT1 MCM6 MELK MMP9 MS4A7 MTDH NDC80 NMU NUSAP1 ORC6 OXCT1 PALM2AKAP2 PITRM1 PLAAT1 PRC1 RAB6B RFC4 SCUBE2 SERF1A SLC2A3 STK32B TGFB3 TMEM65 TMEM74B TSPYL5 UCHL5 VARELA_ZMPSTE24_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VARELA_ZMPSTE24_TARGETS_DN AKR1C4 ALDH1A1 ALDH3A2 ALDOB BPHL C11orf54 CA3 CAT CD1D CPT2 CYP2B6 EHHADH FABP1 FMO1 G0S2 HSD17B10 IDI1 IFI27 IGFALS INMT INPP5B KLKB1 LASP1 LYZ MIX23 NOCT OSTC OTC PDZK1 PHLDA1 RDH16 REEP6 RGN S100A10 SERPINA12 SLC31A1 SULT1B1 TMEM176A TP53INP2 VNN1 XIST ZAP70 VARELA_ZMPSTE24_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VARELA_ZMPSTE24_TARGETS_UP ADARB1 ATF3 ATF4 BAIAP2 BCL2L1 BTG2 BTG3 C15orf39 CD14 CDKN1A CIRBP CRCP CSNK1D CUX2 CYP26A1 CYP2C19 DDIT4 ERF GADD45A GADD45B GADD45G H1-2 KLF3 LEPR MAPKAPK2 MKNK2 MYC NCDN NR1D1 PI4K2A PIM3 RGS16 SESN1 SLC20A1 SLC25A51 SNHG6 SNORD30 SUSD6 TIPRL TNFRSF1B TSR1 TXNIP ZBTB16 ZFP36L2 VART_KSHV_INFECTION_ANGIOGENIC_MARKERS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VART_KSHV_INFECTION_ANGIOGENIC_MARKERS_DN ADGRB1 ANG ANGPT1 ANGPTL1 ANGPTL3 ANGPTL4 ANPEP BTG1 C10orf55 CCL2 CCN2 CD36 CDH5 CEACAM1 CFH CFHR3 CHGA CHRM4 CNMD CSF3 CXCL1 CXCL5 CXCL8 CXCR2 DDI1 DIXDC1 DLL1 DLL3 DVL1 DVL2 DVL3 EFNA5 EGF EPAS1 EPHA10 EPHA2 EPHA3 EPHA4 EPHA5 EPHA7 EPHA8 EPHB2 EPHB3 EPHB4 EPHB6 ERBB2 EREG F2 F2RL1 F7 FGF2 FGF6 FGFR1 FGFR2 FGFR3 FGFR4 FLT4 FRS2 FRS3 FRZB FZD1 FZD10 FZD2 FZD3 FZD5 FZD7 FZD8 GRB14 HAND2 HEY2 HEYL HGF HSPB2 ID1 ID3 IFNG IGF1 IL17F KLK3 KLLN LAMA5 LEP LPXN MDK MMP19 MMP2 NAA15 NOTCH1 NOTCH2 NOTCH3 NPPB NPR1 NRP2 NUDT6 OSM PDGFC PDGFRA PDGFRB PHEX PLG PLXDC1 PROK2 PRSS23 PTEN PTGS1 PTN RAMP1 RAMP2 RHOB RPS20P22 SDAD1-AS1 SERPINB5 SFRP1 SFRP5 SLC19A1 STAB1 TGFA TGFB1 TGFB2 THBS1 THBS1-IT1 TIE1 TIMP3 TMEM198B TMPRSS6 TNFRSF12A TNFSF15 TYMP VEGFA VEGFB WNT2B WNT5B WNT7A WNT7B VART_KSHV_INFECTION_ANGIOGENIC_MARKERS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VART_KSHV_INFECTION_ANGIOGENIC_MARKERS_UP ADM AGGF1 ANGPT1 ANGPT2 ANGPT4 ANGPTL1 ANGPTL2 ANGPTL6 ARL5C ATG9B BTG1 CABLES2 CALCRL CALR CAST CCL11 CCL5 CCN1 CCR5 COL15A1 COL18A1 COL4A2 COL4A3 CXCL10 CXCL11 CXCL12 CXCL2 CXCL3 CXCL5 CXCL6 CXCL9 CXCR1 CXCR4 DLK1 DLL1 DLL3 DLL4 EFNA1 EFNA2 EFNA3 EFNB1 EFNB2 EGFL7 ENG EPHA1 EPHA10 EPHA3 EPHA4 EPHA6 EPHA7 EPHA8 EPHB1 EPHB3 ERAP1 ERBB2 F2R F3 FGF1 FGFR1 FGFR2 FGFR3 FLT1 FLT4 FRS2 FRZB FZD4 FZD6 FZD7 FZD9 GRB2 GRB7 HEG1 HEY1 HGF HIF1A HMOX1 HPSE IFNA1 IFNB1 IGF1 IL10 IL12A IL18 IL1B IL6 IL6-AS1 IL6ST ITGAV ITGB3 JAG1 JAG2 KDR KRT1 LPA MMP1 MMP19 MMP9 NAA15 NOS3 NOTCH2 NOTCH4 NPR1 NRP1 NRP2 OSMR PDGFA PDGFB PDGFD PDGFRA PECAM1 PF4 PGF PHEX-AS1 PLAT PLAU PLAUR PLXDC1 PRL PROM1 PTEN PTGS1 PTGS2 PTN RAMP3 ROBO4 S1PR1 SERPINC1 SERPINF1 SFRP2 SFRP4 SH2D2A SPARC SPHK1 SPP1 STAB1 STAB2 SYN1 TEK TGFB1 TGFB3 TGFBR1 THBS2 TIE1 TIMP1 TIMP2 TIMP3 TMPRSS6 TNF TNFAIP2 TNFSF13 TNMD TNNI3 TNNT1 VEGFA VEGFC VEGFD WNT1 WNT10A WNT10B WNT2 WNT2B WNT5A WNT5B VECCHI_GASTRIC_CANCER_ADVANCED_VS_EARLY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VECCHI_GASTRIC_CANCER_ADVANCED_VS_EARLY_DN AADAC ABCG2 ABCG5 ABHD12 ABHD13 ADH1C ADRA2A AK1 AKR1C1 AKR1C3 ALDH3A1 ALDOB ARFGEF3 ARX ATP10B BCL2L15 BLNK BLVRB BTD BTNL8 C6orf58 C9orf152 CA13 CA2 CALML4 CAPN13 CAPN9 CCSER1 CDC42EP5 CENPV CES2 CFTR CHAC2 CHCHD10 CHCHD5 CKMT1B CLDN15 CLDN18 CLDN23 CLRN3 COX8A CPS1 CRIP1 CYB561D1 CYC1 CYSTM1 DANCR DDT DERL1 DHRS11 DOT1L DPP3 DSC2 EIF3H ELAPOR1 ENTPD3 EPN3 ESCO2 ETHE1 FAM3D FMO5 FXYD3 GATA4 GCNT1 GCNT3 GMDS GOLM1 GOT1 GP2 GPA33 GSDMB HBA1 HBB HEPACAM2 HGD HMMR HSD17B2 IFT57 ISG20 KCNE3 KCNK10 LGALS4 LIG3 LINC01133 LPCAT4 MLPH MS4A8 MUC1 MYEOV NAT1 NAT2 NDUFA7 NMU NUDT6 ODAM OTC PCBD1 PDCD6P1 PIP5K1B PLAAT2 POLD4 PRADC1 PRSS2 PRSS3 PTPRN2 RACGAP1P1 RBM19 REEP6 REG1A REG3A REG4 RER1 RHPN2 RPS27L RPSAP44 S100P SENP8 SERPINB1 SLC4A4 SLPI SMDT1 SMIM31 SNRNP25 SSNA1 SST SSTR1 STARD10 STEAP3 SULT1A2 SULT1C2 SYBU TFF2 TFF3 TM4SF20 TMC5 TMEM238L TMEM45B TMPRSS2 TPD52 TSIX VILL VPS28 VSIG2 WNK4 XRCC4 ZBTB7B VECCHI_GASTRIC_CANCER_ADVANCED_VS_EARLY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VECCHI_GASTRIC_CANCER_ADVANCED_VS_EARLY_UP ACTL8 ADAM12 ADAMTS12 ADAMTS2 AKT3 ALDH1L2 ALOX5 AMIGO2 ANGPT2 ANOS1 ANTXR1 APOC1 ARL4C ARMCX1 AUTS2 AXL BCAT1 BCL6 BGN BICD1 BMPR1B C3AR1 CALD1 CARMN CAV2 CCDC88A CCN4 CD163 CDH11 CDH6 CDK14 CEMIP CEP170 CHST11 CMTM3 COL10A1 COL11A1 COL12A1 COL15A1 COL1A2 COL4A1 COL5A2 COL8A1 CPE CPNE8 CRISPLD1 CST4 CTHRC1 CYP1B1 CYP7B1 DAB2 DDR2 DSE EDNRA EFEMP1 EGFL6 EPHA4 ESM1 FAP FBN1 FBXO32 FKBP14 FMO2 FN1 FNDC1 FRMD6 FSTL1 GAS1 GDAP1 GFPT2 GIGYF2 GLIS2 GNB4 GPC6 GPNMB GSDME GUCY1A1 GXYLT2 HAVCR2 HDGFL3 HES2 HEY1 HLA-DQB1 IBSP IER5L IGF2BP3 IGFBP3 IL1RAP IL24 IL6 INHBA ISM1 ITGBL1 JMY LAMA2 LINC00888 LINC01614 LOX LPL LTBP2 MAFB MAGEH1 MAP3K4-AS1 MGP MIR1245A MMP11 MOXD1 MSR1 MTCL1 MYH10 NID2 NIPBL NOX4 NREP NTM NUAK1 NXN PALM2AKAP2 PCED1B PDE3A PDGFC PGBD1 PIK3R5 PLA2G7 PLAU PLOD2 PLXDC2 PRDM6 PRELP PRRX1 QKI RAB31 RARRES1 RBMS1 RIMKLB RNF213 SALL4 SEPTIN11 SFMBT2 SFRP2 SFRP4 SLC1A3 SLC2A3 SLC5A3 SLIT2 SNAI2 SNX10 SOD2 SOHLH2 SPARC SPOCK1 SPP1 ST3GAL1 STC2 SULF1 TAFA5 THBS1 THBS2 THBS4 TIAM1 TIMP3 TLR2 TMEM132A TMEM45A TNFAIP6 TPRG1 TRIM6 TRPC1 TWIST1 UBE2QL1 USP51 VCAN VSIG10L WNT2 WWTR1 ZNF423 ZNF532 VECCHI_GASTRIC_CANCER_EARLY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VECCHI_GASTRIC_CANCER_EARLY_DN AADAC ABAT ABCA8 ACE2 ACKR4 ACOX2 ADA ADGRG2 ADGRL3 ADH1B ADIPOQ ADRB2 ADTRP AFF3 AGTR1 AKR1C1 ALDH1A1 ALDH1A2 ALDH1L2 ALDH6A1 ALKAL2 AMPD1 ANGPT1 ANGPTL1 APOA1 APOC3 AQP4 ARHGAP24 ARMCX1 ARMCX2 ARRDC4 ASAH2 ASPA ATOSA ATP13A4 ATP1A2 ATP4A ATP4B BCHE BEND5 BEX1 BEX2 BEX5 BHLHA15 BMPR1B BNIP3 BPIFA1 C14orf132 C16orf89 C6 C7 CASQ2 CAVIN2 CBLIF CCL5 CCPG1 CCR2 CD302 CD36 CD79A CDH19 CEP85L CFH CFL2 CGNL1 CHGA CHGB CHRDL1 CHRM3 CITED2 CKMT2 CLDN10 CLDND1 CLTRN CLU CNN1 CNTN1 COL4A6 COLCA1 CPA2 CPE CWH43 CXCL12 CYBRD1 CYP1B1 CYP2C18 CYP2C19 CYP2C9 CYP3A4 CYTIP DAB1 DMD DNAJC6 DNER DPT DTNA DTNB-AS1 DUSP5 EBF1 ECHDC3 ECRG4 EFEMP1 ELAPOR1 ELL2 ENPP2 ENTPD3 ENTPD5 ERBIN ERO1B ESRRG ETNPPL EVI2B F11 F13A1 FABP4 FAM107A FAM30A FAM3B FCRL5 FHL1 FIGN FKBP5 FMO5 FUT9 GABARAPL1 GABRB3 GADD45B GAS1 GATA5 GC GCNT2 GHR GIP GKN1 GKN2 GLUL GMPR GNAO1 GNG7 GPER1 GPM6B GPR155 GPR27 GPX3 GREM2 GRIP2 GSPT2 GSTA1 GSTA3 GUSBP11 HDGFL3 HHIP HLA-DOB HLF HMGN5 HPGD HSPB8 ID4 IDUA IGHA1 IGHM IGKJ5 IGKV1D-13 IGKV1D-37 IGKV1D-39 IGKV1OR1-1 IGLC2 IGLV3-25 IL6R INA IRX2 IRX3 ITIH5 ITM2A JAM2 JCHAIN JHY KANK4 KCNE2 KCNJ15 KCNJ16 KCNJ5 KCNMB2 KIF5C KIT KLF15 KLF9 LAMA2 LARP6 LDB3 LDHB LEPR LIFR LINC00261 LINC00667 LINC02381 LIPF LONRF2 LRRC17 LY9 LYVE1 MAF MAGEH1 MAGI2 MAL MAMDC2 MANEA MAOA MAP7D2 MAP9 MCTP1 MDFIC MEP1B METTL7A MFAP5 MFSD4A MT1E MT1F MT1H MT1M MT1X MTTP MYOC MYOT MYRIP MZB1 NAP1L2 NCAM1 NDNF NEXMIF NLRP7 NLRX1 NME5 NR3C1 NR3C2 NT5DC1 NTN4 NTRK3 OMD P2RY14 PALM2AKAP2 PBLD PCDH20 PCDH7 PCDH9 PDGFC PDGFD PDK4 PELI2 PGA5 PGC PGM5-AS1 PID1 PIK3CG PKIB PLCXD3 PLIN1 PLLP PLN PLP1 PLPP3 PNOC POU2AF1 PPOX PPP2R3A PRDM16 PRDM16-DT PRIMA1 PRKACB PRKD3 PTGDR2 PTGER3 PTPRZ1 PWWP3B RAB27A RAB9B RAI2 RASSF10 RBMS3 RBP2 RBPMS2 RCAN2 REG1A RETNLB RGMB RGS13 RGS4 RIMS3 RNF180 RNLS RORA RPS6KA6 SBSPON SCARA5 SCGB2A1 SCN7A SCUBE2 SELENOP SEMA4A SEPTIN6 SERPINI1 SETBP1 SFRP1 SH3GL2 SHISA3 SIDT2 SLAMF7 SLC15A1 SLC16A7 SLC18A2 SLC1A2 SLC26A7 SLC28A2 SLC2A12 SLC2A2 SLC36A4 SLC51A SLIT2 SMARCA1 SMIM11 SMIM38 SMLR1 SNHG14 SNRPN SNX24 SOBP SORBS2 SOSTDC1 SOX2 SOX6 SPART SPESP1 SPINK2 SRPX SST SSTR1 ST3GAL6 ST8SIA4 STAP1 STOX2 SULT1B1 SULT1E1 SULT2A1 SUSD4 SVEP1 SYNM SYNPO2 SYT4 TCEAL2 TENT5C THSD4 TMED6 TMEFF2 TMEM100 TMEM47 TMPRSS15 TMPRSS6 TNFRSF17 TPM4P2 TRG-AS1 TRGC1 TSC22D3 TTLL7 UBE2J1 UBE2QL1 UBL3 UGT2B11 UGT2B15 UGT2B17 UNC5D USP51 VEPH1 VLDLR VSTM2A WIF1 WIPF3 YIF1B ZBTB16 ZNF385B ZNF471 ZNF667-AS1 ZNF677 ZNF844 VECCHI_GASTRIC_CANCER_EARLY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VECCHI_GASTRIC_CANCER_EARLY_UP AATF ABHD10 ABHD11 ABHD12 ACAA2 ADAT2 ADORA2B AGO2 AIFM2 AJUBA ALYREF ANKRD10 ANLN ANP32E APEX2 ARHGAP8 ARL5B ARPC4 ASCL2 ASPM ASS1 ATAD2 ATG16L1 ATP10B ATP11A AURKA BARD1 BID BIRC5 BMS1 BOK BRCA1 BRIP1 BUB1 BUB1B BUB3 BYSL C8orf33 C9orf24 CALML4 CAMK2N1 CBX2 CCNA2 CCNB1 CCNB2 CCNE1 CCT3 CCT6P3 CD9 CDC20 CDC25B CDC34 CDC6 CDCA2 CDCA5 CDCA7 CDH17 CDH3 CDK1 CDK12 CDK6 CDKN3 CDR2L CEMIP CENPA CENPF CENPH CENPK CENPM CENPN CENPU CENPW CEP55 CEP72 CFTR CHEK1 CHI3L1 CKAP2 CKS1B CKS2 CLDN1 CLDN2 CLDN3 CLDN7 CLN8 CLRN3 COL7A1 COMMD5 CPLX1 CRIP1 CSE1L CSPG5 CSTF3 CTSB CTSV CXCL1 CXCL3 CXCL5 CXCL8 CYC1 DCAF13 DEPDC1 DEPDC1B DGKH DHFR DHX8 DKC1 DLEU2 DLGAP5 DPP3 DSCC1 DTL DUXAP8 E2F7 E2F8 EBNA1BP2 ECT2 EFNA2 EFNA4 EFTUD2 EIF3B EML4 ENO1 EPHA1-AS1 EPHB2 EPPK1 ESCO2 EZH2 F12 FAM133B FAM50A FAM72C FAM83H FANCD2 FANCI FAR2 FBXO31 FBXO32 FEN1 FERMT1 FIGNL1 FOSL1 FOXM1 FOXP4-AS1 FUBP1 GABBR1 GAD1 GAS5 GDF15 GGH GINS1 GINS2 GINS4 GLRX3P2 GPRC5A GPSM2 GRN GSS GSTCD GTPBP4 GTSE1 GUCY2C H19 HMGA1 HMGB1 HMGB3 HMMR HOXA10 HOXA9 HOXC6 HSPA8 HSPB1 HSPE1 HSPH1 HUS1 IDH3B IER5L IFI6 IFITM1 IFITM2 IFITM3 IL15RA IL17RB ILDR1 INHBA INTS2 ISG15 ITGA2 ITPA JPH1 JPT1 JPT2 JUP KCNE3 KCNN4 KDM1B KICS2 KIF14 KIF15 KIF18B KIF20A KIF26B KIF4A KIF9 KLF5 KLHL21 KLK10 KLK6 KLK7 KNL1 KRT18 KRT7 LACTB2 LAMA3 LAMA5 LAMC2 LAPTM4B LCN2 LIF LINC01004 LRP8 LYAR MACC1 MAD2L1 MAGEA3 MARVELD3 MCF2L MCM10 MCM2 MCM4 MCM5 MCM7 MELK MELTF MIPEP MIR17HG MIRLET7BHG MKI67 MMP3 MMP7 MRPL13 MRPS10 MRPS16 MRPS17 MRPS28 MRTO4 MSRB1 MSX2 MTCH2 MTFR2 MTHFD1L MUC13 MUC3A MYB MYBL2 MYEOV MYG1 MYOF MZT1 NAA25 NASP NCAPG NCAPG2 NCBP2 NDC80 NEAT1 NEK2 NELFCD NME1 NMU NOP16 NOP56 NPIPA1 NPM1 NPM1P22 NSD2 NSUN5 NTPCR NUDCD1 NUDT6 NUF2 NUP155 NUP58 NUP62CL NUP93 NUSAP1 OVOL1 PABPC1L PARPBP PBK PCBD1 PCLAF PDCD6 PDP1 PDSS1 PDZK1IP1 PFDN2 PFDN4 PFKP PGRMC1 PHF20 PI3 PIEZO1 PITPNB PMEPA1 PMS2P5 POLD3 POLR2G POP1 POP7 PRC1 PRELID1 PRMT1 PROX1 PRPF4 PRR11 PSMA7 PSMB8 PTMA PTMAP4 PTRH1 PTTG1 PUS7 RACGAP1 RAD18 RAD51AP1 RAD54B RANBP1 RARRES1 RASGEF1A RBM19 RBM26 RBM42 RFC3 RNF123 RP9 RPA3 RPL8 RPN1 RPS21 RRM2 RRS1 RUNX1 RUVBL2 S100A10 S100A11 S100A6 SAC3D1 SAMD5 SATB2-AS1 SCRIB SCYL1 SEMA4B SFR1 SFXN4 SGO2 SHANK3 SHKBP1 SHQ1 SKA3 SKP2 SLC28A3 SLC39A10 SLC39A4 SLC4A11 SLC52A2 SLC6A8 SMARCA4 SMARCE1 SMC4 SNHG4 SNORD104 SNRPB SNRPD1 SNX5 SOD2 SPDL1 SPIDR SPIN4 SPP1 SPTAN1 STAMBPL1 STK3 STK31 STRIP2 TACSTD2 TBCB TFAP2A TFAP2C THOC3 TIMM13 TIMM17A TK1 TM4SF1 TMC5 TMED9 TMEM158 TMEM45B TMEM68 TMPRSS4 TNRC18 TOP2A TPX2 TRIM31 TRIM47 TRIP13 TRMT6 TRUB2 TTK TUBA4A UBE2C UBE2T UCHL3 UHRF1 UPP1 UTP4 VARS1 VPS50 WDR72 WDR77 WDR90 WRNIP1 XPO5 XRCC4 ZDHHC11 ZFAS1 ZFP41 ZIC2 ZNF117 ZNF367 ZNF511 ZNF592 ZNF703 ZNF792 ZWINT VERHAAK_AML_WITH_NPM1_MUTATED_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VERHAAK_AML_WITH_NPM1_MUTATED_DN ABCB1 ABLIM1 ACSL4 ADCY3 ADIPOR1 ADISSP AGTPBP1 AK4 ALAS2 ALDH2 ANXA8 APP ARAP2 ARHGEF12 ARHGEF17 ASS1 ATP9A B4GALT6 BAALC BAIAP3 BANK1 BLNK BPGM BPI C2CD2 CACNA2D2 CAV1 CAVIN1 CCND2 CCR2 CD19 CD1C CD2 CD200 CD34 CD38 CD3D CD48 CD69 CD7 CEACAM4 CEACAM6 CHI3L1 CHKA CIAO3 CIITA CLDN15 CLEC10A CLEC5A CLIP3 CSF3R CSGALNACT1 CST7 CYP2E1 CYTL1 DACH1 DCHS1 DEPTOR DHRS3 DLK1 DNTT DPYSL2 DSE EGFL7 EHD3 ELANE EMP1 ENDOD1 EPS8 ERG EVL EZR F2RL1 FAM171A1 FCER1A FCMR FGF13 FGFR1 FHL1 FLNB FOXO1 FZD2 FZD6 GALC GATA3 GATM GJA1 GMPR GNAI1 GNG7 GPA33 GPM6B GPSM2 GSN GYPC H1-0 H2BC8 HBG1 HGF HLA-DPA1 HLA-DPB1 HLA-DQA1 HOPX HPGD HPGDS HSPB1 HSPG2 ICAM4 IFI16 IFI44 IFI44L IFITM1 IGFBP7 IL5RA ISG20 ITGA6 ITM2A ITM2C JUP KIT KRT1 LAMC1 LAMP5 LCN2 LDLRAD4 LHFPL2 LMO4 LPAR6 LRP3 LTF MAN1A1 MDFIC MECOM MEF2A MEF2C MEG3 MEST MLLT3 MMP9 MN1 MPL MPO MREG MS4A3 MSLN MST1 MTMR11 MX1 MXRA7 MYH11 NBL1 NCAM1 NEDD4 NIBAN1 NPR3 NRXN2 NT5E OPTN OTULINL P2RX5 PALM PALM2AKAP2 PAM PCDHGC3 PDE3B PDE4B PLXND1 PMAIP1 POLE POU4F1 PPP1R16B PRAME PRKD3 PRODH PROM1 PRTN3 PTGER4 PTGIR PTPRCAP PTPRM PXDN RAMP1 RAP2A RBPMS RETN RGS1 RHOBTB3 ROBO1 RPS6KA2 RRAGD RUNX1T1 RUNX3 S100P SCCPDH SCRN1 SERINC5 SERPINE2 SERPINF1 SERPING1 SH3BP4 SIDT1 SLC38A1 SMAGP SNCA SNRPN SORL1 SPARC SPIB SPON1 SPRY1 SPTBN1 SSBP2 ST18 STAP1 STK32B SYNGR1 TACSTD2 TCF3 TCN1 TFPI TGFB1I1 TGFBI THSD7A TKTL1 TM6SF1 TMEM158 TMEM204 TMOD1 TNFRSF21 TOX TPSAB1 TRAF5 TRBC2 TRDC TRH TRIB2 TRPM4 TSPAN13 TSPAN7 TSPOAP1 UGCG VEGFA VLDLR VPREB1 WASF1 XAGE1B XYLT1 YPEL1 ZAP70 ZHX2 VERHAAK_AML_WITH_NPM1_MUTATED_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VERHAAK_AML_WITH_NPM1_MUTATED_UP ABCC4 ABHD2 ACSL1 ADCY2 ADGRE1 AIM2 AKR1C1 APOBEC3A AQP9 ARHGAP22 BASP1 BCL2A1 BCL6 BEX3 C1QA C1QB C2 C3AR1 C5AR1 CAMK1 CARD9 CASP1 CAST CAT CCL1 CCL20 CCL23 CCL3 CCL4 CCR1 CD14 CD163 CD300C CD36 CD86 CHST15 CLU COL4A5 CPVL CTSD CTSG CTSL CX3CR1 CXCL10 CXCL2 CXCL3 CYP1B1 DEFB1 DMXL2 DPEP2 EPB41L3 EREG ETS2 FBP1 FCGR2A FCGR3A FCGR3B FCN1 FGL2 FGR FOXC1 FPR1 FTO G0S2 GCH1 GDF15 GGT1 GNS H1-2 H2AC18 H2BC21 H2BC4 H3C10 H3C4 HCAR3 HCK HIP1 HK3 HMOX1 HNMT HOMER3 HOXA10 HOXA4 HOXA5 HOXA6 HOXA7 HOXA9 HOXB2 HOXB3 HOXB5 HOXB6 IER3 IFI30 IGF2R IL1B IL6 IRX5 ITGB3 JAG1 KCNJ2 KCNK5 LAPTM4B LGALS2 LGALS3BP LILRA1 LILRA3 LILRA5 LILRB1 LILRB2 LILRB3 LMNA LTBP1 MAFB MARCKS MCTP1 MEIS1 MMP2 MVP NAMPT NAP1L1 NCF1 NFKB2 NFKBIA NINJ1 PBX3 PDGFD PELI1 PF4 PHKA2 PIEZO2 PILRA PLA2G4A PLAUR PLEK PLS1 PPBP PRDM2 PRKAR2B PRKCD PTAFR PTX3 QPRT RASGRP3 RHAG RNASE2CP RUNX1 S100A6 SAT1 SCHIP1 SCO2 SCPEP1 SECTM1 SELENOP SERPINA1 SERPINB2 SLC15A3 SLC16A3 SLC2A6 SMC4 SMCO4 SMPDL3A SNCAIP SNX10 SOD2 SORT1 SPINK2 STS TBXAS1 TCIRG1 THBS1 TLR4 TMEM176A TMEM176B TNF TNFAIP2 TNFAIP3 TNFSF10 TREM1 TRGC1 TRIB1 TRIM16 TTC27 TYMP VCAN VNN1 VNN2 WARS1 VERHAAK_GLIOBLASTOMA_CLASSICAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VERHAAK_GLIOBLASTOMA_CLASSICAL ABCD2 ACSBG1 ACSL3 ACSS3 ADAM19 ADGRE5 ADGRG1 AKT2 ANXA5 APBA3 ARAP2 ARAP3 B3GALT1 BLM BMAL1 BTBD2 CALM1 CAMK2B CARMIL1 CC2D1A CD151 CDH2 CDH4 CDH6 CDK6 CLIP2 CREB5 DAG1 DENND2A DLC1 DMWD DOCK6 EGFR ELOVL2 EPHB4 ERCC2 EXTL3 EYA2 FBXO17 FGFR3 FZD3 FZD7 GALNT4 GARRE1 GAS1 GJA1 GLG1 GLI2 GNAS GNG7 GRIK1 GRIK5 GSTK1 HMG20B HS3ST3B1 HSPBP1 ILK IRF3 IRS2 ITGA7 ITGB8 JAG1 JUND KCNF1 KEAP1 KLHDC8A KLHL25 KLHL4 LAMB2 LFNG LHFPL6 LMO2 LRFN3 LRP10 LRP5 MAB21L1 MCC MEGF8 MEIS1 MEOX2 MLC1 MYO5C NDP NES NOS2 NPAS3 NPEPL1 NR2E1 NR2F6 OSBPL3 PCSK5 PDGFA PEPD PIPOX PLA2G5 PLIN3 PMP22 POFUT1 POLR1G POMT2 PRKD2 PRPF31 PTPN14 PTPRA QTRT1 R3HDM4 RASGRP1 RBCK1 RBM42 RFX2 RFXANK RGS12 RGS6 RIN1 SARS2 SCAMP4 SEMA6A SEMA6D SEPTIN11 SHFL SHOX2 SIPA1L1 SLC12A4 SLC2A10 SLC4A4 SLC6A11 SLC6A9 SMO SNTA1 SOCS2 SOX9 SPRY2 SSH3 TBX2 TEAD3 TGFB3 TGIF2 TLE2 TMED1 TMEM147 TMEM161A TRIB2 TRIP6 VAV3 VPS16 WSCD1 ZFHX4 ZNF112 ZNF134 ZNF20 ZNF211 ZNF227 ZNF235 ZNF264 ZNF304 ZNF419 ZNF446 ZNF45 ZNF606 ZNF671 ZNF8 VERHAAK_GLIOBLASTOMA_MESENCHYMAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VERHAAK_GLIOBLASTOMA_MESENCHYMAL ACP3 ACSL1 ADAM12 ALDH3B1 ALOX5 AMPD3 ANXA1 ANXA2 ANXA4 ARHGAP29 ARPC1B ARSJ ASL BATF BDKRB2 BLVRB BNC2 C1orf54 C5AR1 CASP1 CASP4 CASP5 CASP8 CAST CAVIN1 CCR5 CD14 CD2AP CD4 CDCP1 CEBPB CHI3L1 CLCF1 CLEC2B CLIC1 CNN2 COL1A1 COL1A2 COL5A1 COL8A2 COLGALT1 COPZ2 CPQ CRYBG1 CSTA CTSB CTSC CTSZ CYBRD1 CYTH4 CYTIP DAB2 DCBLD2 DOK3 DRAM1 DSC2 DSE EFEMP2 EHD2 ELF4 EMP3 ENG FCGR2A FCGR2B FES FHL2 FHOD1 FMNL1 FNDC3B FOLR2 FPR3 FURIN FXYD5 GCNT1 GNA15 GRN HEXA HEXB HFE HK3 ICAM3 IFI30 IGFBP6 IL15RA IL1R1 IL4R IQGAP1 ITGA4 ITGA5 ITGAM ITGB2 KYNU LAIR1 LAMB1 LAPTM5 LCP1 LCP2 LGALS1 LGALS3 LHFPL2 LILRB2 LILRB3 LOX LRRFIP1 LTBP1 LTBP2 LY75 LY96 MAFB MAN1A1 MAN2A1 MAN2B1 MAPK13 MCUB MFSD1 MGAT1 MGST2 MRC2 MS4A4A MSR1 MVP MYH9 MYO1F MYOF NCF2 NCF4 NOD2 NPC2 NRP1 P4HA2 PDPN PHF11 PIGP PLA2G15 PLAU PLAUR PLBD1 PLK3 PLS3 POLD4 PROCR PTGER4 PTPN22 PTPN6 PTPRC PYGL RAB11FIP1 RAB27A RAB32 RABGAP1L RAC2 RBKS RBM47 RBMS1 RELB RHOG RRAS RUNX2 S100A11 S100A13 S100A4 SAT1 SCPEP1 SEC24D SERPINA1 SERPINE1 SFT2D2 SH2B3 SHC1 SIGLEC7 SIGLEC9 SLAMF8 SLC10A3 SLC11A1 SLC16A3 SP100 SQOR SRPX2 ST14 STAB1 STAT6 STXBP2 SWAP70 SYNGR2 SYPL1 TCIRG1 TEC TES TGFBI TGFBR2 TGOLN2 THBD THBS1 THEMIS2 TIMP1 TLR2 TLR4 TMBIM1 TNFAIP3 TNFAIP8 TNFRSF11A TNFRSF1A TNFRSF1B TRADD TRIM22 TRIM38 TRPM2 TYMP UAP1 UCP2 VAMP5 VDR WIPF1 WWTR1 YAP1 ZNF217 VERHAAK_GLIOBLASTOMA_NEURAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VERHAAK_GLIOBLASTOMA_NEURAL ACSL4 ACYP2 ADD3 AGTPBP1 AKR7A3 ANKRD46 ANKS1B ANXA3 ANXA7 ARRB1 ATP5MG ATP5PB ATRNL1 BASP1 BCAS1 BEST1 CA4 CALM2 CAMK2G CASQ1 CCDC121 CCK CDC42 CDR1 CHN1 CLCA4 COX5B CPNE6 CRBN CRYL1 CRYM CRYZL1 CUTC CYRIB CYTH1 DHRS9 DYNC1I1 EDIL3 ENPP2 ENPP4 EPB41L3 ETNPPL EVI2A FBXO3 FEZF2 FHIT FUT9 FXYD1 GABARAPL2 GABRB2 GNAI1 GPR22 GRM1 GRM3 GUK1 HPCA HPCAL4 HPRT1 IMPA1 KCNJ3 KCNK1 LYRM1 LYRM9 MAGEH1 MAT2B MBP MDH1 MGST3 MMD MORF4L2 MRPL49 MSRB2 MYBPC1 NANOS1 NDRG2 NDUFS3 NSL1 NTSR2 ORC4 PARP8 PDE6D PEX11B PEX19 PGBD5 PLCL1 POPDC3 PPA1 PPFIA2 PPP1R1A PPP2R5A PRPSAP2 REPS2 RERGL RND1 ROGDI S1PR1 SAR1A SCHIP1 SELENOP SELENOW SERPINI1 SGK3 SH3GL2 SH3GL3 SHTN1 SIRT5 SLC16A7 SLC30A10 SLC31A2 SLCO1A2 SNCG SNX11 SPAST TCEAL1 TCEAL2 THTPA TMEM144 TPM3 TSNAX TTC1 TTPA UGT8 UROS USP33 VIP VSX1 YPEL5 ZSCAN31 VERHAAK_GLIOBLASTOMA_PRONEURAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VERHAAK_GLIOBLASTOMA_PRONEURAL ABAT ACTR1A ADGRB3 ADGRL3 ALCAM AMOTL2 ARHGAP33 ARHGEF9 ASCL1 ATAD5 ATAT1 ATP1A3 BCAN BCL7A BCOR BEX1 C1QL1 CA10 CAMSAP2 CASK CBX1 CDC25A CDC7 CDK5R1 CDKN1B CELF3 CHD7 CILK1 CKB CLASP2 CLGN CNTN1 CRB1 CRMP1 CSNK1E CSPG5 CXXC4 DBN1 DCAF7 DCX DGKI DLL3 DNM3 DPF1 DPP6 DPYSL4 DUSP26 E2F3 EPB41 EPHB1 ERBB3 FAM110B FBXO21 FERMT1 FGF9 FHOD3 FLRT1 FXYD6 GABRA3 GADD45G GNG4 GPM6A GPR17 GRIA2 GRID2 GSK3B GSTA4 HDAC2 HMGB3 HOXD3 IL1RAPL1 INAVA JADE3 JPT1 KAT7 KDM1A KIF21B KLRC3 KLRC4 KLRK1 LPAR4 LRP6 LRRTM4 MAP2 MAPT MARCKS MARCKSL1 MAST1 MATR3 MCM10 MIR9-1HG MLLT11 MMP15 MMP16 MPPED2 MTSS1 MVB12B MYB MYO10 MYT1 NCALD NCAM1 NKAIN1 NKX2-2 NLGN3 NOL4 NR0B1 NRXN1 NRXN2 OLIG2 P2RX7 PAFAH1B3 PAK3 PAK5 PCDH11X PCDH11Y PDE10A PELI1 PFN2 PHLPP1 PLAAT1 PLCB4 PODXL2 PPM1D PPM1E PURG RAB33A RAD21 RALGPS1 RALGPS2 RAP2A RBPJ REEP1 REXO5 RNFT2 RUFY3 SATB1 SCG3 SCN3A SEC61A2 SEZ6L SLC1A1 SLCO5A1 SORCS3 SOX10 SOX11 SOX2 SOX4 SPTBN2 SRGAP3 STMN1 STMN4 TAF5 TMCC1 TMEFF1 TMEM35A TMSB15A TOP2B TOPBP1 TOX3 TSPAN3 TTC3 TTYH1 VAX2 VEZF1 WASF1 YPEL1 ZC4H2 ZEB2 ZFP69B ZNF184 ZNF248 ZNF286A ZNF510 ZNF711 ZNF804A ZNF821 VERNELL_RETINOBLASTOMA_PATHWAY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VERNELL_RETINOBLASTOMA_PATHWAY_DN APPL2 CCN2 CCND1 CITED2 CLIP4 CPA4 DCTN4 DYNLRB1 EHD3 FAM86B1 GPRC5A H2BC21 ITGB8 LACTB NMD3 PMEPA1 PPFIBP1 PRAG1 SERPINE1 SH3BP4 TOB2 ZNF614 ZNF655 VERNELL_RETINOBLASTOMA_PATHWAY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VERNELL_RETINOBLASTOMA_PATHWAY_UP ASF1B ATAD2 BARD1 BLM BTG3 CCNE1 CDC25A CDCA4 CDCA5 CDCA7L CDKN1A CENPK CHAF1A CLSPN CNOT6L DCK DEK DONSON E2F2 EED EGR1 EPS8 ESCO2 EZH2 FAM111A FAM161A FANCA FBXO5 FEN1 FST HACD3 HAUS1 HMGB2 HUNK JPH1 KANK2 KCNK1 KLHL42 MANEAL MCM4 MCM7 MCM8 MCMBP MELK NPAT PBX3 PCNA POLD3 PTX3 RAB27A RAD51AP1 RECQL4 RFC3 RFC4 RMI1 RRM1 RRM2 SKP2 SLBP SNTB2 SPIN4 SUZ12 TCF19 TFDP1 TMEM97 TMPO UBR7 VRK1 ZNF367 VERNOCHET_ADIPOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VERNOCHET_ADIPOGENESIS ADCYAP1R1 ADRB3 AGT AOC3 APCDD1 CEBPA CYP2F1 FABP4 FFAR2 HP LUM MC2R PANK3 PPARG RARRES2 RETN SORT1 SULT1A1 VNN3P VERRECCHIA_DELAYED_RESPONSE_TO_TGFB1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VERRECCHIA_DELAYED_RESPONSE_TO_TGFB1 ARHGAP1 COL16A1 COL8A1 CTNNA1 CTNNB1 DDR1 DSP DVL3 EFNA5 EPHA2 EPHB2 EPHB4 FGD1 IGFBP4 ILK ITGA4 ITGA5 ITGB3 ITGB8 LAMB1 MMP1 MMP11 MMP17 MMP2 MTA1 NEO1 NME4 PAK2 RAC1 RHOD SEMA3F SMO THBS1 THBS2 TNC TNFRSF1A WNT8B VERRECCHIA_EARLY_RESPONSE_TO_TGFB1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VERRECCHIA_EARLY_RESPONSE_TO_TGFB1 ADAM9 APC ARHGDIA BSG CD44 CD59 CDH6 COL1A2 COL3A1 COL6A1 COL6A3 CYTH2 DVL1 EPHB3 FN1 HSPG2 ICAM1 IGF2R IGFBP2 IGFBP3 IGFBP5 ITGA3 ITGB2 ITGB5 JUP LAMA4 LRP1 LRRC17 MARCKSL1 MMP14 MMP19 MMP3 NID1 NME1 NME2 NOTCH2 PAK1 PCDHGC3 PLAT PXN RHOA RHOB RHOC RHOG RHOQ RND3 RPSA SERPINE1 SPARC TCF7L2 TIMP1 TIMP3 VCAN ZYX VERRECCHIA_RESPONSE_TO_TGFB1_C1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VERRECCHIA_RESPONSE_TO_TGFB1_C1 ADAM9 BSG CD44 EPHB3 HSPG2 IGFBP3 ITGA3 LRRC17 NID1 NME1 NOTCH2 PAK1 PLAT RHOB RPSA SERPINE1 SPARC TCF7L2 VCAN VERRECCHIA_RESPONSE_TO_TGFB1_C2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VERRECCHIA_RESPONSE_TO_TGFB1_C2 ARHGDIA CDH6 COL1A2 COL3A1 COL6A1 COL6A3 CYTH2 DVL1 FN1 ICAM1 ITGB2 JUP LRP1 MARCKSL1 MMP14 MMP3 PCDHGC3 RHOC RHOG TIMP1 TIMP3 VERRECCHIA_RESPONSE_TO_TGFB1_C3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VERRECCHIA_RESPONSE_TO_TGFB1_C3 APC CD59 IGF2R IGFBP2 IGFBP5 ITGB5 LAMA4 MMP19 NME2 PXN RHOA RHOQ RND3 ZYX VERRECCHIA_RESPONSE_TO_TGFB1_C4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VERRECCHIA_RESPONSE_TO_TGFB1_C4 COL16A1 EPHB2 LAMB1 MMP1 MMP17 MTA1 PAK2 RAC1 THBS1 THBS2 TNC VERRECCHIA_RESPONSE_TO_TGFB1_C5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VERRECCHIA_RESPONSE_TO_TGFB1_C5 ARHGAP1 CTNNA1 CTNNB1 DDR1 DVL3 EFNA5 EPHA2 FGD1 ILK ITGA4 ITGA5 ITGB3 ITGB8 MMP11 MMP2 NME4 RHOD SEMA3F SMO TNFRSF1A WNT8B VERRECCHIA_RESPONSE_TO_TGFB1_C6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VERRECCHIA_RESPONSE_TO_TGFB1_C6 COL8A1 DSP EPHB4 IGFBP4 NEO1 VETTER_TARGETS_OF_PRKCA_AND_ETS1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VETTER_TARGETS_OF_PRKCA_AND_ETS1_DN ARHGDIB ARPC2 CCDC28A CST1 CST2 CST4 HSPA1A IGF2BP3 MMP1 MMP9 MRPL9 NQO1 PHLDA2 PTPRN2 PVR SP100 VETTER_TARGETS_OF_PRKCA_AND_ETS1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VETTER_TARGETS_OF_PRKCA_AND_ETS1_UP ARL4C BCL11A DIAPH1 FN1 HS2ST1 INSIG1 PEG10 PML RHOBTB3 RUNX1 SCAMP1 SEC23IP SZRD1 TGFB2 TRPC1 UBAP2L VICENT_METASTASIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VICENT_METASTASIS_UP ABCG2 COCH CRYBG1 MCAM MICAL2 MXRA7 PRKD3 QPCT SNAP25 SORBS2 SUSD5 TAOK3 TCF4 THSD7A VIETOR_IFRD1_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VIETOR_IFRD1_TARGETS ANP32E ATP1A2 CRABP2 CTH CTSZ EBP FEM1A FUNDC2 KRT7 MED21 MSX2 MYH4 PPIA PTTG1 RETREG1 RPL17 RPL22L1 RPS15A SEM1 SPP1 TK1 TOMM7 UQCR10 WFDC2 VILIMAS_NOTCH1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VILIMAS_NOTCH1_TARGETS_DN BTK CAMP CCL23 CLEC10A CMA1 CSF1R CSF2RA CSF3R CTSG ELANE GFI1 GFI1B ITGAM ITGB2 LILRB3 LRRC25 LYZ MATK MPO NCF2 NCF4 PGLYRP1 STOM TPSD1 TREM2 TREML1 VPREB1 VILIMAS_NOTCH1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VILIMAS_NOTCH1_TARGETS_UP BCL2A1 BIRC2 BIRC3 CARD11 CCL5 CCR7 CD2 CD28 CD3D CD3G CD69 CD7 CD74 CD80 CD83 CD86 CTLA4 CX3CL1 DDR1 DTX1 EGR1 EGR2 GATA3 GZMA GZMB GZMH HEY1 ICAM1 ID2 IL10RA IL12B IRF7 JUNB LAT LCK NFATC1 NFKB2 NFKBIA NOTCH3 NRARP P2RY10 PTCRA RAG1 RAG2 RELB RRAS2 THY1 TNFRSF18 TOX TRAF1 TRAT1 ZAP70 VILLANUEVA_LIVER_CANCER_KRT19_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VILLANUEVA_LIVER_CANCER_KRT19_DN ABCA6 ABCA8 ABCB11 ABCB8 ACMSD ACSL6 ACY1 ACY3 ACYP2 ALDH1B1 ALPL APOA5 C4BPA C9 CBR1 CDHR5 CPT2 CRAT DDT ENPP7 FABP4 GADD45A GCLC GLYAT HIBADH HNF4A HSD17B10 IGFBP2 IVD KCNB1 LARP4 LRP1 MAGIX MCEE METTL7A METTL7B MPDZ MTG2 N4BP2L1 NDUFS7 NGEF NR1I2 NR1I3 OPRPN PDK2 PINK1 PMS2P2 PNPO POR RBP5 REEP5 RETSAT RGN RMDN3 SDC1 SHBG SIAH2 SLC1A1 SLC22A18AS SOD1 TM6SF2 UQCR11 XYLB VILLANUEVA_LIVER_CANCER_KRT19_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VILLANUEVA_LIVER_CANCER_KRT19_UP ADAM17 AGO1 ALMS1 ANLN ANP32B AP1G2 ARID2 ARID3A ARX BARD1 BLM BTBD3 BUB1 C2CD4A C2CD5 CA5BP1 CASP2 CCDC28B CDC20 CDC25A CDC25B CDC7 CDCA3 CDCA8 CDS1 CENPE CENPM CENPO CEP135 CEP290 CEP55 CKAP2L COL22A1 CTNND2 CWC22 CYTH2 DCLRE1B DCLRE1C DDX27 DDX4 DEFA5 DENND2B DEPDC1B DHRS13 DLGAP5 DNA2 DNM1L DROSHA ECT2 EMC3-AS1 EPC1 EZH2 FANCI FMO9P FUBP1 FZD10 GABRB3 GAL3ST1 GINS1 GLMN GNPTAB GOLGA3 GPD2 GPR157 GPSM2 H2BC8 H4C3 HJURP HK2 HMGXB4 HYCC1 IFFO2 IFT57 INTS4 JPH3 KIAA1958 KIF15 KIF18A KIF20A KIF20B KIF23 KIF2C KIF4A KLHL42 KNTC1 LMNB1 MACROH2A2 MAP3K4 MAPK13 MARCHF3 MCM10 MCM6 MCM8 MELK METTL8 METTL9 MEX3C MKI67 MRE11 NAP1L1 NCAPG NCAPH NCOA6 NDC80 NDE1 NEMP1 NLRP4 NR6A1 NUAK1 OLA1 P3H4 PCLAF PCYOX1L PDZD8 PHTF2 PIGA PLK4 PNMA3 POGLUT2 POLA1 POLD3 PTPRA PTTG1 RAB13 RAB34 RAD54L RAE1 RBPJ RFX3 RIC8B RRM1 RRP1B S100A14 SALL4 SANBR SERGEF SFI1 SFMBT1 SGO2 SIPA1L3 SLC35D3 SOX4 SOX9 STIL STK4 STMN1 STRBP SUMO2 TAC1 TAF5 TDG TDRD9 TENT5C THOC1 TOP2A TPX2 TRMT6 TROAP TTK TUG1 UPF3B USP28 USP37 USP4 WDR75 ZBED5 ZNF263 ZNF292 ZNF300 ZNF354A ZNF397 ZNF532 ZNF605 ZNF678 ZWINT VISALA_AGING_LYMPHOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VISALA_AGING_LYMPHOCYTE_DN CDC16 CDK18 COL9A3 FDFT1 GLIPR1 GNA15 KDM6A LGALS3 NDUFS4 NRG2 PCMT1 PLAAT3 PLIN2 RUNX3 SDC4 SOAT1 STAT4 TXK UFD1 VISALA_AGING_LYMPHOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VISALA_AGING_LYMPHOCYTE_UP CSF1R CUX1 FILIP1L GNLY KAT6A TAF15 TMSB4X VISALA_RESPONSE_TO_HEAT_SHOCK_AND_AGING_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VISALA_RESPONSE_TO_HEAT_SHOCK_AND_AGING_DN ANXA1 CCT4 CUX1 DNAJB1 DYNLL1 FCGR2A HSPA8 PDIA3P1 PTGES3 SKIL SOD1 STIP1 TRA2A VISALA_RESPONSE_TO_HEAT_SHOCK_AND_AGING_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VISALA_RESPONSE_TO_HEAT_SHOCK_AND_AGING_UP ADAR CDK18 CLEC2B DHPS FDFT1 GRSF1 NDUFS4 NEAT1 P4HA1 PITX2 PRKAR1A SLC12A4 ST13 TRPC1 TUBA1A WACKER_HYPOXIA_TARGETS_OF_VHL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WACKER_HYPOXIA_TARGETS_OF_VHL ADM CA9 CCND1 CP ENO2 HK2 IGFBP3 INHBB P4HA1 PDK1 PFKP TGFA VEGFA WAESCH_ANAPHASE_PROMOTING_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WAESCH_ANAPHASE_PROMOTING_COMPLEX ANAPC1 ANAPC10 ANAPC11 ANAPC4 ANAPC5 ANAPC7 APC2 CDC16 CDC20 CDC23 CDC26 CDC27 CDH1 WAGNER_APO2_SENSITIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WAGNER_APO2_SENSITIVITY FUT10 FUT11 FUT2 FUT3 FUT4 FUT5 FUT6 FUT7 FUT8 FUT9 GALNT1 GALNT10 GALNT11 GALNT12 GALNT13 GALNT14 GALNT15 GALNT16 GALNT2 GALNT3 GALNT5 GALNT6 GALNT8 GALNT9 GALNTL5 POFUT1 WAGSCHAL_EHMT2_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WAGSCHAL_EHMT2_TARGETS_UP ASZ1 CDKN1A CFTR CMTM5 DAZL GTSF1 KLK12 MPEG1 NAA11 NPPB NXF3 PDHA2 TFPI2 TKTL2 WAKABAYASHI_ADIPOGENESIS_PPARG_BOUND_36HR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WAKABAYASHI_ADIPOGENESIS_PPARG_BOUND_36HR ACYP2 ADCK2 ALDH9A1 CALCOCO1 CDC25A CHUK CLINT1 CREB3L4 CUEDC1 DISP2 DYNLRB1 EXOC6 HIC2 KAT14 LGALS3BP MDM2 MEF2C MTOR NGLY1 OXSM PLOD3 PUS10 SAP30L SH3GLB1 SLC16A10 TOB1 TRIT1 ZNF326 ZNHIT1 WAKABAYASHI_ADIPOGENESIS_PPARG_BOUND_8D https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WAKABAYASHI_ADIPOGENESIS_PPARG_BOUND_8D AACS ABCD1 ABCF1 ABHD2 ABLIM1 ABR ACACA ACLY ACOT13 ACP2 ACSF2 ACSL1 ACSM5 ACTA1 ACTN4 ACTRT3 ADAM9 ADAMTS15 ADD3 ADRB3 AFAP1L2 AFMID AGO1 AHNAK AIP AIRN AK1 AK2 AK3 AKAP1 AKIRIN2 AKTIP ALAS1 ALDH1A1 ALDH2 ALDH9A1 ALS2CL ANGPT1 ANGPTL1 ANKRD17 ANXA8L1 AP3D1 APOBR APONP APTX ARHGAP1 ARHGAP18 ARHGDIB ARHGEF10 ARHGEF12 ARHGEF2 ARHGEF40 ARHGEF6 ARHGEF7 ARL6 ARL6IP6 ARPC5 ARSA ARSB ASPN ATE1 ATL2 ATOSB ATP5ME ATP6V1A ATP6V1D ATXN7L2 AZI2 AZIN2 B3GAT3 BAAT BABAM2 BAG2 BCAP31 BCAS3 BCORL1 BHLHE41 BID BIRC6 BIVM BLCAP BOC BRCA1 BRD2 BRI3BP C1QTNF12 C1QTNF2 C2CD3 CAB39L CALM1 CALML3 CALR3 CAMK2D CAPRIN1 CASP9 CBR1 CBX8 CCDC141 CCDC77 CCL15 CCM2 CCNI CD164 CD1D CDADC1 CDCA7 CDH13 CDK14 CELA1 CEND1 CENPB CEP250 CERS2 CES1 CFAP36 CHAD CHCHD4 CHCHD6 CHD1 CHIT1 CHRD CHST1 CHST6 CHST8 CHSY1 CIAPIN1 CILK1 CITED2 CLN5 CLPP CLPX COMMD5 COQ9 CORO1B CPE CPSF7 CPT2 CRADD CRELD1 CRLS1 CSRNP2 CTH CTPS2 CTU1 CUEDC1 CXCL9 CYB5D2 CYB5R3 CYLD DCBLD2 DCK DCTN2 DCTN4 DCUN1D4 DECR1 DENND2D DEPTOR DGCR2 DGCR8 DHRS11 DHRS7 DHX35 DICER1 DIDO1 DISP2 DIXDC1 DLAT DLD DLX5 DNAJA2 DNAJB6 DNAJC16 DNAJC5 DUS3L DUSP22 DUT DYRK1A DYSF EAF2 EBF1 EDF1 EEF1A2 EGR1 EHMT1 EI24 EIF2AK4 EIF2S1 EIF6 ELL ELMO2 EMC4 EMG1 EML4 ENO1 EPB41L1 EPN3 ERI2 ERLIN2 ERO1A ERP44 ESCO2 EYA1 EZH2 F3 FADS1 FADS3 FAF1 FAIM FAM83F FANCC FBF1 FBH1 FBXL6 FBXO9 FBXW11 FBXW4 FBXW5 FGD6 FHL3 FKBP10 FKBP14 FKBP7 FNBP1L FOSL2 FOXP1 FRMD5 FSD2 FZD8 G0S2 G6PC1 GALNT4 GALNT7 GBP2 GBP4 GBP6 GBP7 GDF9 GEMIN4 GLB1 GLCCI1 GMFB GNA13 GNAQ GNAS GNAS-AS1 GNAZ GNPAT GPR182 GRAMD1A GRB2 GRHPR GRTP1 GSDME GSG1 GSK3B GSTM1 GSTM2 GSTT2 GTF2I GYPC GYS1 H4C15 HADHA HADHB HCAR1 HCAR2 HCLS1 HDDC3 HELB HES7 HEXIM2 HINT3 HIPK2 HOPX HOXA9 HPRT1 HSD17B10 HSD17B4 HSPA8 HSPA9 HSPD1 HSPE1 IBTK IFT122 IFT140 IFT81 IGFBP1 IGFBP7 IHH IK IKZF1 IKZF2 IL6R IL6ST ING4 INPP5F INSR INVS IQCB1 IQCC IRF4 IRS3P IRX3 IRX5 ISOC1 ITGA1 ITGA5 ITGA7 ITIH4 ITPKA JADE2 JAK3 KANK1 KDM7A KEAP1 KIF5C KLB KLF10 KLHL7 KLK10 KLKB1 KNTC1 KRI1 KRT13 KRT14 KRT15 KRT19 KRT4 KRT79 LENG1 LGALS3 LGALS9 LGI4 LIMS1 LIX1 LMLN LNX2 LOXL2 LPCAT3 LPIN1 LPIN2 LPXN LRCH3 LRRC28 LRRC8A LURAP1L LY6G6C LYSMD3 LZIC MAB21L2 MAP2K1 MAPKAPK5 MARK2 MAST2 MB MBD4 MDFIC ME1 MED11 MEF2D MEGF9 MEIS2 MET METTL17 MGRN1 MIB1 MIB2 MKKS MLLT10 MMP11 MOCS1 MOV10 MPDU1 MRI1 MRPL41 MRPS5 MRPS6 MTERF4 MTMR4 MTOR MTPAP MXD4 MYC MYNN N4BP2L1 NAGK NAGPA NAV1 NCOR1 NDUFA2 NDUFAB1 NDUFB10 NDUFB2 NELFCD NFE2L2 NHEJ1 NINJ1 NOL6 NPR3 NR4A3 NUDT21 NUMA1 NUMB NUMBL OAF OAS1 ODAD4 OPTN ORC3 OSBPL2 OSBPL3 OSBPL9 OXSM PAFAH1B1 PALM PALMD PAXX PCCB PCGF5 PDK4 PEBP1 PEMT PER1 PGAM1 PGM1 PHB2 PHF12 PHLDA3 PI4K2A PIAS4 PICALM PIGM PKMYT1 PLA2G12A PLCG1 PLIN2 PLIN4 PLK1 PLSCR1 PLXDC1 PLXNA1 PNPLA7 POC1B POLK POLR1D POLR1H POLR2G PPME1 PPP1R37 PPP2R5D PPP4R3B PRELID2 PRKAG2 PRKAR1A PRKAR2B PRKCA PRKCE PRKRIP1 PRPF18 PRPF38B PRPF40A PRPS1 PRR14 PRUNE1 PSMF1 PTGES PTRH2 PTS PURB PUS1 PWWP3A RAB11FIP4 RABGAP1L RAD51B RAD51D RARA RARS2 RASL11B RB1 RBAK RBKS RBL1 RBM14 RBM39 RBM48 RCL1 RDH16 RFXAP RIMOC1 RMDN2 RMND1 RNF125 RNF8 RNPC3 ROCK2 RORC RPA3 RPIA RPRML RSRC2 RTEL1 RUNX2 RUVBL2 RWDD3 RWDD4 SAFB2 SAP30 SCAF4 SCRT1 SDCCAG8 SDE2 SEC63 SEMA6D SEPTIN9 SERPINB9 SETD4 SETDB1 SGMS1 SGO2 SHISA5 SHPRH SIK2 SIN3A SLC27A1 SLC3A2 SLC44A3 SLC52A2 SLC5A3 SOD1 SOS1 SOX4 SP3 SPAG9 SPARCL1 SPATA3 SPEF1 SPEG SPHK2 SPIN4 SPON2 SPRY4 SPSB1 SPSB2 SPTBN1 ST3GAL3 ST3GAL4 ST3GAL6 STARD7 STK11 SUPT3H SUV39H1 SYAP1 TFB1M TGFB1I1 THAP3 THOC1 THPO TIMELESS TK1 TLE3 TM2D2 TMBIM6 TMEM109 TMEM126B TMEM135 TMEM176A TMEM176B TMEM201 TMEM38B TMEM39A TMEM43 TMEM69 TMEM98 TMIE TMIGD1 TNFAIP3 TOB1 TOP1 TOP2A TPD52L3 TRABD TRAF4 TRAPPC11 TRIM23 TRIM25 TRIM41 TRIM69 TSPAN14 TSPO TSSK1B TSSK2 TTC19 TTC23 TTC7A TUSC2 TXNRD1 UACA UBAP1 UBAP2 UBB UBE2W UBIAD1 UCP3 UNC45A UQCRFS1 UQCRQ USP14 USP15 USP48 VCP VEGFA VMP1 WDR35 WDR41 WDR6 WDR82 WLS WNK4 WWP2 WWTR1 XPA YIPF3 YWHAH ZBTB2 ZBTB21 ZBTB3 ZBTB40 ZBTB7B ZFP36L2 ZFP91 ZHX3 ZNF136 ZNF2 ZNF24 ZNF28 ZNF300 ZNF408 ZNF423 ZNF444 ZNF574 ZNF616 ZNF672 ZNF7 ZNF845 ZRSR2 ZZEF1 WAKABAYASHI_ADIPOGENESIS_PPARG_RXRA_BOUND_36HR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WAKABAYASHI_ADIPOGENESIS_PPARG_RXRA_BOUND_36HR ACAA1 ACAA2 ACADM ACADS ACADVL ACOX1 ANKRD33 ANKRD46 ARC ARF4 ARRDC2 ATP6V1A BCL2L13 BFAR BMP2K BTF3L4 C2orf76 CALHM6 CAPN3 CASP8 CBLB CCDC18 CCDC87 CELA1 CHP1 CMPK1 CMSS1 COQ3 CPT1A CPT2 CRTC2 CRYZL1 CSNK1G2 DBI DECR1 DLC1 DLG4 DNAJC19 DRC3 ECH1 ECI2 ELMOD2 ELMOD3 EPHX2 ETFA ETFB ETFDH EXD1 FAH FILIP1L FITM2 FKBP10 FNIP1 GANC GNAI2 GRPEL1 GSG1 GSK3A HCFC1R1 HGH1 HJURP HOXA1 HOXA3 HOXA4 HSDL2 HSP90B1 IBA57 IDH1 IGSF6 IL15RA ILVBL ITSN1 KLF11 KTI12 LIPE LMBR1 LMBRD1 LPCAT3 LPL LTBP3 MAP3K12 METTL9 MGST1 MICALL2 MLF2 MLST8 MMRN2 MRPS33 MYD88 NAA50 NATD1 NEGR1 NID1 NLRP4 ORC5 OTUD5 OXSR1 P3H4 PAN2 PBX2 PCBP2 PDE12 PEX11G PIM3 PITPNM1 PLA2G15 PLIN1 PNRC1 POLD4 PPP1R15B PROC PSPC1 PTGR2 PXMP4 QTRT2 RAMP1 RBM4B RRP1B SCARB2 SEC24C SERPINE1 SETDB1 SF1 SLC22A12 SLC35E3 SLCO1A2 SNCG SPAAR SPATC1 SSPN ST3GAL2 TARBP2 THOC6 TMCC3 TMED5 TMEM134 TMEM87A TOM1L2 TPT1 TRAF7 TTC41P TXNDC12 TXNIP UCP2 UGT1A6 UGT1A8 VIM YWHAG ZBTB2 ZNF519 ZNF655 ZNF708 WAKABAYASHI_ADIPOGENESIS_PPARG_RXRA_BOUND_8D https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WAKABAYASHI_ADIPOGENESIS_PPARG_RXRA_BOUND_8D ABCB8 ABCB9 ABCC4 ABCD3 ABHD1 ABHD12 ABHD15 ABI1 ACAA1 ACAA2 ACADL ACADM ACADS ACADVL ACO2 ACOT8 ACOX1 ACSL3 ACYP2 ADAM1B ADAMTS12 ADAT2 ADCK2 ADCK5 ADCY6 ADHFE1 ADIG ADIPOQ ADIPOR2 ADTRP AFTPH AGBL5 AGPAT1 AGPAT2 AGRP AIFM2 AKT1S1 ALAD ALDH6A1 ALG14 AMDHD2 AMER1 AMHR2 ANGPTL4 ANKRD33 ANKRD46 ANXA1 ANXA7 AOX1 AP3S1 AP4M1 AP5S1 APMAP ARF4 ARFRP1 ARHGAP29 ARHGEF37 ARID5B ARMC8 ARRDC2 ASAH1 ASB15 ASPA ASPH ATAT1 ATF1 ATG101 ATG12 ATG9B ATN1 ATOSA ATP1B3 ATP5MC3 ATP5PF ATP6V0C ATPAF2 ATRAID ATXN10 AZIN1 B3GNT4 BAHCC1 BAZ1B BAZ2A BBS12 BCAR1 BCAR3 BCAT2 BCL2L10 BCL2L13 BCL6 BET1 BFAR BMP2K BNIP3L BSG BTD BTF3L4 BUB1B C11orf54 C11orf86 C12orf57 C2orf76 C4orf47 CA4 CALCOCO1 CALHM6 CALU CAMK1 CANX CAPN2 CAPN3 CAPN9 CARTPT CASP8 CAST CAV2 CAVIN1 CBLB CCDC134 CCDC18 CCDC50 CCDC80 CCDC85B CCDC87 CCL1 CCNG2 CD151 CD302 CD36 CD53 CD99L2 CDC25A CDC27 CDCA3 CDK13 CDKN1A CENPI CENPK CEP120 CEP19 CEP44 CEPT1 CERK CERS4 CES1 CFAP210 CHCHD3 CHIC2 CHP1 CHPT1 CHUK CIDEC CISH CKS1B CLCN2 CLEC10A CLN3 CMA1 CMBL CMPK1 CMSS1 CNKSR3 COG4 COL4A1 COQ3 COQ5 COQ8A COX14 COX8BP CPA5 CPEB3 CPNE1 CPSF4L CPT1A CRACR2B CREB3L2 CREB3L4 CRTC2 CRYZL1 CS CSAD CSNK1D CSNK1G2 CSPG4 CST3 CTNNBL1 CYB5A CYRIB CYTH1 DAB2IP DAP DCST1 DDIT3 DDO DEDD DENND4B DERL1 DGAT1 DGKA DLC1 DLG4 DLST DNAJC15 DNAJC19 DNAJC28 DNAJC5B DPP3 DRAM2 DRC3 DUSP13 DUSP19 DYNLRB1 EARS2 EBF2 ECE1 ECH1 ECHDC1 ECHS1 ECI2 EDC3 EEF1E1 EEF2 EEIG1 EFNA5 EFR3A EHBP1L1 EHMT2 EIF1AX EIF4EBP1 EIF4EBP2 EIF4ENIF1 EIF4G3 ELAVL1 ELF3 ELMOD2 ELMOD3 EMC2 EMC6 EMC9 EMILIN1 ENOX1 EPB41L2 EPHX2 EPPK1 ERP29 ESRRA ESYT1 ETFA ETFB ETFDH ETFRF1 ETV3 EVI5L EXD1 EXOC6 FABP4 FADD FADS2 FAH FAM13A FAM13C FAM166A FAM3C FBXL12 FBXO31 FBXO8 FDX1 FGF2 FIBP FITM2 FLAD1 FMR1 FNDC3B FNDC8 FNIP1 FTH1 G3BP2 G6PC3 GAB2 GABARAPL1 GABPA GADD45A GANAB GANC GAPDH GARS1 GAS2L2 GCSH GFER GGNBP2 GHITM GID4 GIGYF2 GINM1 GLO1 GNAI2 GNPNAT1 GOSR1 GPAT4 GPD1 GPR152 GPRC5B GPT GRHL1 GRPEL1 GSK3A GSN GSTO1 GTPBP3 GUCD1 H1-8 H2AC18 H2AX H2BC10 H2BC11 H2BC17 H3C14 H4C9 HACL1 HADH HAUS3 HCFC1 HCFC1R1 HDGFL2 HGH1 HIBADH HIBCH HIC2 HIPK1 HIVEP3 HJURP HMOX1 HNRNPF HNRNPL HOXA1 HOXA3 HOXA4 HOXC8 HPGD HSD11B1 HSD11B2 HSD17B12 HSDL2 HSP90B1 HSPA5 HYAL2 IBA57 IDH1 IDH3A IFNGR1 IFRD1 IGSF6 IL13 IL15RA IL17RB IL17RC IL2RA IL31RA IL34 ILRUN ILVBL IMMT IMPDH1 INCENP INPP1 IRF2BPL ISOC2 ITPRIP ITSN1 JAGN1 KAT14 KAT2B KAT7 KBTBD12 KCNK7 KDM1B KDM6B KIAA0232 KIAA0825 KIAA2013 KLF11 KLF15 KLHL25 KMT2B KMT5A KSR1 KTI12 LAMA4 LAMC1 LARGE2 LDHB LDLRAD3 LENEP LETMD1 LGALS12 LGALS3BP LGALS7 LIF LIM2 LIME1 LIMK2 LIN52 LIPE LIPT1 LMBR1 LMBRD1 LMNA LMNTD1 LNPEP LONP2 LOXL1 LPL LRP6 LRRC39 LRRC41 LRRC8D LSM10 LSM12 LTBP3 LTC4S LUZP1 LZTS2 MAL2 MAMDC4 MAP3K12 MAPKBP1 MARCHF5 MARS1 MBD6 MBNL1 MCM7 MDM2 METTL7B METTL9 MGAT4B MGST1 MID1IP1 MINK1 MKLN1 MKNK2 MKX MLF2 MLKL MLST8 MMD MMRN2 MND1 MOB1A MOCS2 MPC2 MPP7 MPRIP MPST MRAP MRE11 MRPL10 MRPL36 MRPS33 MSH4 MSMO1 MSRA MSTO1 MTARC1 MTCH2 MTDH MTUS1 MUSTN1 MXD1 MYCBP2 MYD88 MYL12A MYL4 MYLK MYO1C N4BP3 NAAA NABP1 NAT10 NATD1 NCBP1 NDEL1 NDUFA5 NDUFC2 NDUFS4 NDUFS6 NDUFS8 NEGR1 NEK6 NET1 NEURL4 NFE2L1 NFIB NFKBIZ NID1 NIPBL NIT1 NKAPL NLRP4 NMT1 NOXO1 NPC1 NPHP3 NR1D1 NR1H3 NR2F1 NR2F2 NTN1 NUDT12 NUP188 NUP85 ODAD3 OPLAH ORC5 ORMDL3 OST4 OTUD5 OXSR1 PALM2AKAP2 PAM16 PAN2 PANK3 PAOX PARL PARP3 PBX2 PC PCBP2 PCCA PCK1 PCSK4 PCYOX1 PDE12 PDGFRA PDGFRL PDHA1 PDIA4 PDP2 PDPK1 PEX10 PEX11A PEX11G PEX14 PEX16 PEX2 PEX3 PEX5 PFKFB1 PFKL PHF5A PHOSPHO2 PHPT1 PHYHIPL PIGX PIM3 PIMREG PITPNM1 PKD2L1 PLA2G15 PLA2G6 PLAAT3 PLAC9 PLCB1 PLEKHF2 PLIN1 PLOD1 PLOD3 PLPP6 PNPLA2 PNPLA8 PNRC1 POLD4 POLE POLN POLR2H POLR3H POU6F1 PPARG PPCS PPDPF PPHLN1 PPIP5K1 PPM1B PPM1K PPP1R15B PPP1R3C PPP2CA PPP2R2A PPWD1 PREB PRKCI PRKCSH PRKRA PRNP PROC PROX2 PRPF4B PRX PRXL2A PSMA5 PSMD4 PSPC1 PTBP1 PTGR2 PTP4A2 PTPN6 PTTG1IP PUS10 PXMP2 PXMP4 PYM1 QDPR QKI QTRT2 R3HDM1 RAB19 RAB9A RABEP1 RACK1 RANBP2 RARRES2 RASA3 RASSF6 RBCK1 RBM12 RBM43 RBM4B RBMS1 REEP5 REEP6 RGS19 RHBDF1 RIOK3 RIPK3 RIPOR1 RMDN3 RMND5A RNASET2 RNF4 RNF5 RNF6 RNFT1 RNPEP RPN1 RPS19 RPS2 RRAS RRP1B RRP9 RTF2 S100A1 S100A13 S100A3 SAMD4A SAMD8 SCAF1 SCARB2 SCD SCOC SCTR SEC22C SEC24B SEC24C SEC24D SELENOI SELENOK SELENOP SEMA4A SERPINE1 SETD5 SF1 SF3B3 SFXN1 SH3GLB1 SHC1 SIGLEC1 SIPA1L1 SIVA1 SLC19A2 SLC1A5 SLC22A12 SLC25A10 SLC25A25 SLC25A39 SLC25A46 SLC26A6 SLC2A4 SLC35B4 SLC37A3 SLC38A10 SLC38A7 SLC39A13 SLC45A4 SLC48A1 SLC5A6 SLC5A7 SLC66A3 SMYD3 SNAI2 SNAI3 SNCG SNN SNRPD3 SNX10 SNX33 SORT1 SP2 SPAAR SPATA6L SPATC1 SPECC1L SPG21 SPRING1 SREBF2 SRSF4 SSPN ST3GAL2 STAG1 STAMBPL1 STARD13 STAT1 STAT5A STAT6 STIMATE STK3 STK40 STOM STT3B SUCLG1 SYCP2 SYNGR4 SYPL1 TAF15 TAF1D TALDO1 TANK TARBP2 TAX1BP3 TBC1D13 TBC1D15 TBCD TBL2 TBXAS1 TCAF1 TCF7L2 TEAD4 TEF TENM4 TEX19 TGIF1 THOC6 THRSP TIA1 TIPARP TLE1 TMCC3 TMCO4 TMED5 TMEM116 TMEM120A TMEM131 TMEM134 TMEM140 TMEM143 TMEM150A TMEM168 TMEM175 TMEM216 TMEM254 TMEM259 TMEM33 TMEM87A TNFAIP2 TNIP1 TNPO3 TNS2 TOB2 TOM1L2 TOMM40 TOMM70 TOR4A TP53I13 TPMT TPT1 TRAF2 TRAF3IP2 TRAF7 TRAK1 TRAPPC5 TRIT1 TRMT44 TSGA10 TSPAN12 TST TTC30A TTC30B TTC41P TTL TTYH2 TUBB4B TXLNA TXLNG TXNDC12 TXNIP UBD UBE4B UBFD1 UBL5 UBP1 UBQLN1 UBR5 UBXN6 UBXN8 UCHL3 UCK1 UCP1 UCP2 UFSP2 UNK UPB1 UPP2 UQCRH USP5 USP53 USP6NL UTP14C UTP3 UTP6 VPS26C WDR18 WDR45 WHAMM XDH XRCC3 YAP1 YPEL5 YWHAB YWHAG ZBTB14 ZBTB32 ZBTB38 ZCCHC7 ZCRB1 ZDHHC18 ZDHHC3 ZEB2 ZFAT ZFYVE21 ZGPAT ZMYND12 ZMYND8 ZNF20 ZNF219 ZNF28 ZNF32 ZNF326 ZNF429 ZNF519 ZNF559-ZNF177 ZNF56P ZNF655 ZNF676 ZNF708 ZNF740 ZNF768 ZNF770 ZNHIT1 ZRANB3 ZSWIM3 WAKABAYASHI_ADIPOGENESIS_PPARG_RXRA_BOUND_WITH_H4K20ME1_MARK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WAKABAYASHI_ADIPOGENESIS_PPARG_RXRA_BOUND_WITH_H4K20ME1_MARK ABCC4 ABHD1 ABHD15 ACAA2 ACADM ACOX1 ACSL3 ADAMTS12 ADIPOQ ADIPOR2 AFTPH AGPAT2 ALAD ALDH6A1 AOX1 AP3S1 APMAP ATG101 ATN1 ATOSA ATP1B3 ATP5MC3 ATP5PF BAZ2A BCAR3 BCAT2 BCL2L13 BFAR CD302 CERK CERS4 CHCHD3 CHP1 CHPT1 COQ8A CPEB3 CS CSAD CYRIB CYTH1 DAB2IP DGAT1 DRAM2 EEIG1 EFR3A EIF4G3 ERP29 ESRRA ETFB EVI5L FABP4 FADS2 FAM13A FBXO8 FDX1 G3BP2 GCSH GHITM GINM1 GPRC5B GUCD1 H2BC10 HADH HIBADH HIBCH HSD17B12 HSDL2 IDH1 IFNGR1 IMMT JAGN1 KAT2B KLF15 KLHL25 KMT5A KSR1 LIN52 LIPE LONP2 LPL LRRC8D LSM12 LTBP3 MAPKBP1 MKNK2 MLF2 MOCS2 MPC2 MSMO1 MTCH2 MTUS1 NABP1 NATD1 NCBP1 NDUFS6 NFE2L1 NMT1 NR1D1 ORMDL3 PAM16 PANK3 PARL PC PCCA PCYOX1 PEX3 PEX5 PFKFB1 PFKL PIM3 PLA2G15 PLA2G6 PLAAT3 PLCB1 PLEKHF2 PLOD1 PNPLA2 PPARG PPM1B PRNP PTGR2 PUS10 PXMP4 QDPR RASA3 REEP5 SCAF1 SCARB2 SCD SELENOI SELENOP SFXN1 SLC1A5 SLC25A46 SLC48A1 SLC66A3 SORT1 STOM TANK TMCC3 TMEM33 TOB2 TTYH2 TXLNG XRCC3 YPEL5 ZNF219 ZNF519 WAKASUGI_HAVE_ZNF143_BINDING_SITES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WAKASUGI_HAVE_ZNF143_BINDING_SITES APEX1 APTX BRCA1 CHEK1 CHEK2 DDB1 ERCC1 ERCC4 ERCC8 EXO1 FANCB FANCD2 FANCE FANCG FANCL FEN1 GTF2H4 GTF2H5 LIG4 MRE11 MSH2 MSH3 MSH4 MSH5 MSH6 MUS81 MUTYH NEIL2 NTHL1 PMS1 PMS2 POLB POLD1 POLE POLI POLK PRKDC RAD1 RAD18 RAD23A RAD23B RAD9A RECQL RECQL4 RECQL5 REV1 REV3L RRM2B SEM1 TDG TDP1 TP53 UBE2N XPC WALLACE_JAK2_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WALLACE_JAK2_TARGETS_UP BIN1 CDC25B CES2 CSF3 ELOA EPHB6 ERG28 FAM50A H1-10 KIF22 MGST3 MRPL12 OBSL1 PAK1 POLE POLR2J PPIH PRPF6 PRSS3 SRRT TFDP1 TMEM109 UBXN1 WALLACE_PROSTATE_CANCER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WALLACE_PROSTATE_CANCER_DN AKAP12 CAV2 GJA1 GPM6B LAMA4 RAP1B WALLACE_PROSTATE_CANCER_RACE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WALLACE_PROSTATE_CANCER_RACE_DN ADI1 ADRB1 ARL17A ARL17B CBR4 CDR2L CELF1 CHKA CKMT1B COPG2IT1 CSGALNACT1 DHFR EFL1 EIF1AX EIF2AK1 EIF2S1 EIF2S3 ELOVL6 ELP5 ENOSF1 ENPP4 FMO2 FRK GLTP GPATCH2 GTF2F1 HERC2P9 HS3ST2 IL20RA INHBB INO80B ITGB3BP KLHDC10 LGALS8 LIMCH1 MAPK8 MARK1 MEST MTMR2 NAIP NARS2 NPEPPS NQO1 OCLNP1 PATZ1 PCGF3 PCLO PDE3B PIK3CA PKIA PLG PLOD2 PMS2 PRKG2 PTK7 PYGL RAB3GAP1 RABEP1 RABIF RBM3 RETREG1 RHOD RPL37A RTN1 SCCPDH SERF1A SLC29A2 SLC39A4 SRD5A3 ST20 STYXL1 TLE1 TP53TG3 TRIM2 TSGA10 USP6 VANGL1 VPS53 ZC2HC1A ZMYND8 ZNF322 ZNF37BP ZNF443 ZNF467 ZNF606 ZNF654 WALLACE_PROSTATE_CANCER_RACE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WALLACE_PROSTATE_CANCER_RACE_UP ADA2 ADAM28 ADAMDEC1 ADAMTS1 ADCY7 ADGRE5 ADGRG2 ADRA2C AHNAK2 ALOX5AP AMFR ANPEP APOBEC3G APOE APOL1 APOL6 APOLD1 ARHGAP15 ARHGAP25 ARL4C BCL11B BCL2A1 BTN3A1 BTN3A2 C1QA C1QB C1orf54 C5AR1 CCL19 CCL4 CCL5 CCL8 CCN4 CCND1 CCR5 CCR7 CD1C CD1E CD2 CD207 CD27 CD28 CD37 CD3D CD48 CD52 CD53 CD69 CD83 CD86 CD8A CD93 CDC7 CDH2 CEBPD CELF2 CHRDL1 CLDN5 CLEC4A CLIC2 CLU CMAHP CNN1 COL21A1 CORO1A COTL1 CPM CPZ CREM CROCCP2 CRYBB2 CSF2RB CTNNB1 CTSC CTSS CXCL9 CXCR4 CYTIP DDX60 DLC1 DNAJC15 DNASE1L3 DOCK10 DPYSL4 DUSP2 ECHDC3 EDNRA ELOVL2 ENSG00000291006 EOGT ERAP1 ETS2 EVI2A EVI2B FBN1 FBN2 FCER1G FCGR2B FCMR FGL2 FLI1 FYB1 FYN GADD45G GBP1 GIMAP6 GLIPR1 GLRX GMFG GNG11 GPM6A GPR171 GPR18 GPR183 GPR65 GPRC5B GSTM3 GZMA GZMK HCLS1 HCP5 HERC5 HERC6 HLA-B HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-E HLA-F HLA-G HLA-J HMGCS2 HS3ST3A1 HSPB8 ICAM2 IDO1 IFI16 IFI27 IFI44 IFI44L IFI6 IFIT1 IFIT3 IFITM1 IFITM2 IFITM3 IFNG IGHA1 IGHG1 IGHM IGHV3-21 IGKC IGKV1D-13 IGKV1D-37 IGKV1D-39 IGKV1OR1-1 IGKV3-20 IGLC2 IGLL3P IGLV2-14 IL10RA IL15 IL16 IL1R2 IL2RG IL7R IRF1 IRF8 IRF9 IRS2 ISG15 ISG20 ITGA4 ITGAL ITGB2 ITIH5 ITK JCAD JCHAIN LAMP3 LAPTM5 LCK LCP2 LILRB2 LSP1 LY96 LYZ MAP4K1 MCUB MICAL1 MMP19 MMP9 MRC1 MS4A1 MS4A4A MX1 MX2 MXRA7 MYB MYBL1 NAT1 NCKAP1L NFASC NFIL3 NID1 NKG7 NLRP1 NPIPB15 NR4A2 NR4A3 OAS2 OLFML2A OPTN P2RY14 PARP12 PDHA1 PDK4 PDLIM3 PDZRN4 PECAM1 PEX14 PI15 PIM2 PLAC8 PLCL1 PLEK PLEKHO2 PLTP POM121L9P POU2AF1 PPARGC1A PRF1 PRIM2 PSMB8 PSMB9 PSPH PTGDS PTPN22 PTPN7 PTPRC PVRIG RAC2 RAMP3 RASA4 RASGRP1 RASGRP3 RGS1 RGS16 RNASE1 RNASE6 RSAD2 RUNX3 SAMSN1 SCGB1A1 SECTM1 SELE SELL SELP SEPTIN11 SEPTIN6 SERHL SERPINB9 SF1 SFTPA2 SLA SLAMF1 SLC7A5 SLFN12 SOCS1 SOS1 SOX17 SRGN STAP1 STAT1 STK17B STOM SYNDIG1 SYT11 TAP1 TAP2 TCEAL2 TCIM TFEC THBD THEMIS2 TLE4 TMEM158 TMEM35A TMX4 TRAC TRAT1 TRBC1 TRBC2 TYMP UBE2L6 UCP2 VSIG4 WIPF1 WNT2B XAF1 ZAP70 WALLACE_PROSTATE_CANCER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WALLACE_PROSTATE_CANCER_UP AHCY AMACR BDH1 DAP EIF3I FASN GDF15 GFUS HPN LIG3 MYC ODC1 POLD2 PPP3CA PRSS8 SLC25A6 SOX4 ST14 TPD52 UAP1 WAMUNYOKOLI_OVARIAN_CANCER_GRADES_1_2_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WAMUNYOKOLI_OVARIAN_CANCER_GRADES_1_2_DN ANXA8 ARMCX1 ATP2B4 BASP1 BNIP3 C3 C4A CAV1 CELF2 CFI CLIC5 CLIP4 CPE CTDSP2 DAB2 DDX17 DOCK11 DOCK4 DPYD EEF1A1 ELOVL5 FAM153A FLRT2 FRMD4B GAS1 HBB HERC2P9 HOXD8 ID4 IFITM2 IFT52 IGFBP6 IL1R1 KDR LGALS8 MAGI2-AS3 MNDA N4BP2L2 NISCH PARP6 PDGFD PLSCR3 PLSCR4 PODXL PPM1K PROCR PTGS1 RARRES1 RGL1 RHOQ RUFY3 SBSPON SERPING1 SFPQ SH3BP5 SLC26A11 SNCA SPRY1 SRSF5 SSBP3 ST13 SULF1 TCEAL2 TCEAL3 TIAM1 TMX4 TTC28 WSB1 WT1 ZNF483 ZNF641 WAMUNYOKOLI_OVARIAN_CANCER_GRADES_1_2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WAMUNYOKOLI_OVARIAN_CANCER_GRADES_1_2_UP ABCC3 ABCD3 ABHD17C ABHD2 ACBD5 AGR3 ARHGAP12 ARPC5L ARSD ASPHD2 ATP1B1 ATP5ME ATP5MK ATP8B1 BAG1 BRI3BP BZW2 C3orf52 C5orf24 CA2 CASK CCNDBP1 CD164 CD24 CEBPG CHMP4C CLDN23 CMPK1 COX7A2 CPD CTBP2 CTSE CXXC5 CYP51A1 DDAH1 DOK4 DSC2 ECT2 EDEM3 ELL2 ELL3 ELOVL6 EPCAM EPHB4 ERBB3 ESRP1 ETFB ETNK1 F11R FDFT1 FNIP2 FOXQ1 FRK FZD5 GALNT3 GALNT4 GALNT7 GDA GFPT1 GFUS GGT1 GMDS GNPNAT1 GOLPH3 GPATCH4 GPR160 GRTP1 H3-3A HEPH HIGD1A HINT3 IQGAP2 IRAK2 ITGA6 JPT1 KCNK1 KDELR2 KLF5 LLGL2 LRRC8B LYZ MAL2 MAP7 MECOM MESD MLLT6 MUC1 MYO10 MYO6 NET1 NME7 NQO1 NUDT15 OCIAD2 PBLD PDIA3 PDIA4 PDIA5 PDZD8 PERP PHLDA2 PIK3R2 PLAC8 PLS1 QSOX1 RALA RASEF RASSF6 RNF128 S100A14 SANBR SAR1B SEC22B SEC24A SELENOI SFN SFXN1 SGSM3 SH2D4A SH3BGRL2 SH3RF1 SLC35A2 SLC35A3 SLC35D2 SLC39A11 SLC39A14 STK39 STXBP5 SYT13 SYTL2 TM9SF3 TMED4 TMEM181 TMEM30B TNPO1 TOX3 TPD52 TSPAN8 UNC5CL VSIG10 WAMUNYOKOLI_OVARIAN_CANCER_LMP_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WAMUNYOKOLI_OVARIAN_CANCER_LMP_DN AASDHPPT ACSS3 ADH5 AJUBA AP1S2 ARMCX1 ARNT ATF1 ATP11C ATP2B1 BASP1 BEX4 BLOC1S6 BNC2 BNIP2 BTF3L4 C1S C1orf198 CALD1 CALM2 CANX CAP2 CAV1 CBR4 CCDC50 CCDC80 CDON CELF2 CERK CFL2 CLIP4 COL8A1 CPE CPVL CRLS1 CRYBG3 CSGALNACT2 CTSK DAB2 DCBLD2 DCN DDR2 DDX5 DOCK11 DOK5 DPYD DPYSL3 DSE EFEMP1 EFHC1 EIF3M EPB41L5 EPC2 EXTL2 FAM13B FAM153A FBXL3 FBXL7 FBXO21 FER FERMT2 FGF13 FLNC FLRT2 FRAS1 FZD7 GABPA GAS1 GCA GET1 GLI3 GLIDR GPNMB GPRASP1 GPRASP2 GSDME HBB HDAC4 HNRNPD HOXD8 HSP90AB1 HTRA1 IFI16 IFT52 IGFBP6 IRF2BPL KAT2B KDR KIF1B KPNA5 LAMA4 LGALS8 LINC00205 LINC01116 LIX1L LONRF2 LXN MAF MAGI2-AS3 MAP3K8 MCOLN3 MNDA MYH10 NDN NELL2 NKX3-1 NLRP1 NR2F1 NUCKS1 OLFML1 OSTM1 PALM2AKAP2 PDGFC PDGFD PKD2 PLA2G12A PLEKHM3 PLPP1 PLSCR3 PLSCR4 PMP22 PNMA8A POLR2M PPM1K PREPL PRKAR1A PRNP PROCR PROS1 PRPS1 PSIP1 PTGS1 PTPN12 PTPN21 RAB11FIP2 RAB11FIP3 RBFOX2 RBMS1 RCHY1 REC8 REEP1 RERG RGL1 RNF146 RSRP1 RUBCNL RUNX1T1 S100PBP SBSPON SDC2 SEC11A SH3BP5 SIRPA SLC30A4 SLC39A10 SLIT2 SMIM10L2A SOCS5 SOD2 SOX6 SPAG9 SPOCK2 SPRY1 SRGAP2 ST13 STK26 SULF1 TALAM1 TAOK1 TCEAL1 TCEAL3 TCF4 TGFB2 TIAM1 TIMP3 TMEM237 TMEM45A TMX4 TSPYL1 TTC28 UBE2E2 UFSP2 UGP2 WASF3 WDFY3 WNT2B WNT5A WT1 XPO1 ZBTB20 ZFPM2 ZKSCAN8 ZNF286A ZNF330 ZNF483 ZNF512 ZNF532 ZNF641 ZYG11B WAMUNYOKOLI_OVARIAN_CANCER_LMP_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WAMUNYOKOLI_OVARIAN_CANCER_LMP_UP AACS ABCC3 ABCD3 ABHD11 ABHD17C ABHD6 ACAA1 ACBD5 ACTB ACY1 AGR2 AGR3 AKAP13 AKR1C3 ALAS1 ANKRD9 ARHGAP27 ARPC5L ARRDC1 ARRDC2 ARSD ATP1B1 ATP5MK ATP8B1 AURKAIP1 B3GNT5 BACE2 BAG1 BAIAP2L1 BDP1 BPHL BSPRY BTBD3 BZW2 C19orf33 C1GALT1 C1orf116 C3orf52 C4orf19 C8orf82 C9orf152 CACFD1 CAMK2N1 CANT1 CC2D1A CCDC107 CCND1 CCNDBP1 CD24 CD59 CDC42EP5 CEBPZ CENPV CHMP1A CHMP4C CHPT1 CIB1 CLPTM1L CNPPD1 COX6A1 COX7A2 CRB3 CTBP2 CTSE CXXC5 DBI DDAH1 DHTKD1 DNAJA4 DNAJB2 DNTTIP2 DOHH DOK4 DYRK2 EBP EDF1 EFHD2 EHF EIF2B5 EIF4G1 EIF5B ELF3 ELL3 EPCAM EPHB4 EPS8L2 ERBB3 ESRP1 ESRP2 ETFB F11R FA2H FAAP100 FAM174B FAM83H FDFT1 FLNB FMO5 FNIP2 FOXQ1 FRK FUT2 FXYD3 GALE GALNT3 GALNT4 GALNT7 GFPT1 GFUS GIPC1 GMDS GNA11 GOLGA2 GPR160 GRTP1 GSS GSTK1 GSTP1 GTPBP6 HDAC1 HDLBP HIP1R HM13 HMGB1 HPGD HSP90AA1 ICA1 IER3 IFI27 IL20RA IMPA2 INF2 IQGAP2 JTB KDELR2 KLF5 KRTCAP3 LBHD1 LLGL2 LMAN2 LRRC8B LSM7 LZIC MANSC1 MARVELD2 MCRIP2 MECOM MED16 MFSD9 MGLL MKNK2 MLLT6 MLPH MPST MRAP2 MROH1 MRPL14 MRPL41 MRPL52 MRPS18A MT-ATP6 MUC1 MVP MYL12B MYO10 MYO18A MYO6 NADSYN1 NANS NDUFAF2 NET1 NOP58 NOSIP NQO1 OVOL2 OXLD1 PABPC1P3 PACSIN2 PET100 PLAC8 PLEKHH1 PLEKHJ1 PLPP2 PLS1 POLR1H POP7 POR PPDPF PPIA PREP PRXL2B PSD4 PSMB10 PWWP2B QSOX1 RAB25 RAB2A RABEP2 RABL6 RALA RALY RASEF RNF126 RNF128 RPS27L RPS6KA1 RRBP1 RRP7A S100A6 SART1 SCAMP2 SERPINB1 SFN SGPP2 SGSM3 SH3BGRL2 SIRT7 SLC22A23 SLC2A10 SLC35A3 SLC35D2 SMARCA4 SRPK1 ST14 STARD10 STYK1 SURF6 SYTL2 TACSTD2 TALDO1 TC2N TEX264 TJP3 TM9SF3 TMC5 TMC6 TMEM125 TMEM129 TMEM259 TMEM30B TMEM63A TNFSF10 TNIP1 TNIP2 TOMM40 TOP1 TOX3 TPM4 TPT1 TRAF4 TRAK1 TRAPPC5 TSPAN8 TTC22 TTLL12 TUBA4A TXN UBA7 UBALD2 UBE2V1 UNC5CL UQCC3 UQCR11 UQCRQ VPS37B VSIG10 VSIG2 ZGPAT ZMYND8 ZNF564 WANG_ADIPOGENIC_GENES_REPRESSED_BY_SIRT1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_ADIPOGENIC_GENES_REPRESSED_BY_SIRT1 ALDOA CBR1 CHCHD10 COX7A1 EGLN3 EHHADH ELOVL3 ENO1 ERO1A FGF21 GAPDH GK GPI HIGD1A IGFBP4 KLB KLF15 MRAP NDRG1 OLR1 PDXP PFKP PGK1 RBP4 SCD SLC2A1 TPI1 TRIB3 WANG_BARRETTS_ESOPHAGUS_AND_ESOPHAGUS_CANCER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_BARRETTS_ESOPHAGUS_AND_ESOPHAGUS_CANCER_DN ALOX12 ANXA1 ANXA8 ARL4D CBR3 CDA CRABP2 CSTA CSTB ECM1 EMP1 FDXR GPX3 KRT1 KRT4 KRT6A LGALS7 LY6G6C MAFG MAL NEDD9 NFRKB OBSL1 PAX9 PGD PPL RARG RELN S100A2 SERPINB3 SLURP1 SPRR2C ST3GAL4 SULT2B1 TPD52L2 TRIM29 VAT1 WANG_BARRETTS_ESOPHAGUS_AND_ESOPHAGUS_CANCER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_BARRETTS_ESOPHAGUS_AND_ESOPHAGUS_CANCER_UP AADAT AGR2 ARPC3 AZGP1 COL4A2 CREB3L1 CRIP1 CXCL3 CYBA FOXA3 GDF15 GJB1 HGD INSR KRT8 LAMC2 LTA LYZ NR0B2 PDGFA PNPLA2 PSMB8 SERPINH1 TCEAL1 TNFRSF10C TSPAN8 WANG_BARRETTS_ESOPHAGUS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_BARRETTS_ESOPHAGUS_DN ACTR3 ALDH9A1 AQP3 ARF5 CTSB CUL3 DSG1 EMP2 FGFR3 FMO2 GPNMB GSTA4 JUP KLF5 KLK6 KLK7 LTA4H NFE2L2 OVOL1 PLP2 PRCP S100A8 SERPINB1 SPRR3 STK24 WANG_BARRETTS_ESOPHAGUS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_BARRETTS_ESOPHAGUS_UP ABHD2 ACADS AKR1C3 ALDOB ATP2A3 BLOC1S6 CA2 CCL14 CCL15 CHGA CLU COL6A1 DAZ4 DDX19B DMWD FABP1 FCGBP FMO5 FUCA1 GLRX GPA33 HSD17B2 IGLL1 ISG20 ITGA3 ITGB4 ITPK1 KDELR2 LGALS9 LYN MSLN MUC5B NR2F2 OLFM4 PCSK7 PFN1 PGA5 PLEC POLD4 PRSS22 PXN RALB REG1A RGS2 S100P SLC12A2 ST6GALNAC6 TCN2 TM4SF4 TMSB4X VIPR1 WNT4 WANG_CISPLATIN_RESPONSE_AND_XPC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_CISPLATIN_RESPONSE_AND_XPC_DN ACKR4 ACP2 ACVR1 ADD3 ADM AGXT AIRE ARHGAP32 ARHGEF2 ATG13 ATG16L2 ATP6V1C1 ATP9B BBC3 BCL6 BCS1L BNC1 BPGM BTG1 BTN3A1 C1D CAPN2 CASP3 CASP4 CCNG2 CD248 CD46 CDA CDC40 CDC42EP2 CDC7 CDIPT CDKN1A CEBPB CELF1 CHMP1B CLK3 CNPY3 CNTNAP1 CSF1 CSNK1G3 CSRNP2 CSTF2 CTNNAL1 CUL3 CYBA CYBRD1 CYP1B1 DDX52 DEDD DELE1 DNAJA2 DUSP2 DYRK3 EBAG9 EDC4 EFR3A EFTUD2 EGR3 EHHADH EIF2S1 EIF3G EIF4A1 ELF1 ERAL1 FADS3 FERMT2 FILIP1L FLI1 FNTA FZD2 G0S2 GADD45A GALNS GEMIN2 GLIPR2 GNAI1 GPC1 GRSF1 GSTA4 HAS2 HAX1 HBP1 HERC3 HIF1A HIPK3 HLX HMGN4 HOXC5 HSPA12A HSPB3 IFNGR1 IFNGR2 IL1R1 INPP5E ITGA11 ITIH4 JUN KALRN KCNMB1 KHNYN KIAA0930 KIF3A KLF10 KLF5 KRBOX4 LCAT LGALS4 LPCAT4 MAML1 MAN2A2 MAP2K5 MAP3K7CL MAP4K5 MASP2 MED13 MKRN1 MLLT11 MMP19 MRPL40 MT1B MYF6 MYO1B NMT1 NOP14 NRG1 NRP1 NT5C2 NUAK1 PAIP1 PARP4 PDGFRA PDLIM1 PHF11 PNMA1 PNN PNP PNPLA4 PPP3CB PRKG1 PRSS12 PSPHP1 PTGS1 PTPN11 PTPRG PTPRT RABEP1 RAC2 RAMP2 RFXANK RNF185 RNF41 RNH1 RRAS RUNX1 RUSF1 SDCBP SDHB SEPHS2 SERPING1 SESN1 SLC12A4 SLC31A2 SLC35A1 SLC9A1 SLCO1A2 SMAD7 SNAPC2 SNRNP27 SP100 SRRD SSNA1 STAT1 STEAP2-AS1 STOM STOML1 STX6 SUSD6 SYNJ1 TAF11 TAF2 TAF7 TAF9 TANK TCEAL1 TEAD3 TESK1 TFPI2 TGIF1 TLK1 TMCO6 TMEM115 TNFAIP6 TNFRSF10B TNK2 TOM1 TRIP10 TSC1 TSC22D3 TWF2 TXNRD1 UBE2B UBE2D1 UGP2 UMOD UROS VAMP4 VEGFC VEZF1 WASHC2A WDR83OS WTAP YBX3 YPEL1 ZFX ZNF143 ZNF317 ZNF33A ZNF451 WANG_CISPLATIN_RESPONSE_AND_XPC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_CISPLATIN_RESPONSE_AND_XPC_UP A2M ADGRG6 ADK ANKRD11 ANXA3 AP1G2 APOA2 AREG ARHGAP4 ASB9 ASGR1 ATAD3A ATP5MC1 AURKA BCAS1 BIRC5 BMP5 CCN5 CD247 CD9 CDC7 CDH1 CDK1 CEACAM1 CEACAM6 CETN2 CFB CGA CLDN4 CNTN2 COL18A1 COL1A1 CTSC CX3CR1 CYP4F3 DBI DCK DDX11 DYNC1H1 EBLN2 F7 FADS1 FADS2 FANCG FDPS FEN1 FGB FIGNL1 FOXC2 FXYD3 G6PC1 GAGE12F GALE GATA3 GGCT GLDC GPC3 GPX3 GREB1 GSE1 GTF2H2 H1-2 H2AX H2AZ1 HCFC1 HES1 HEY1 HMGB2 HMGCS1 HNRNPA2B1 HSBP1 HSP90B1 HSPA5 IGDCC3 IGF2BP3 IGF2R IGFBP1 IGFBP2 IGLL5 IL32 ILF2 INSIG1 INTS9 ITGB3BP ITGB7 JARID2 KIF11 KIF14 KIF21A KIF22 KRT14 KRT18 KRT8 LBR LIG1 LMO2 LYN MAD2L1 MANF MDC1 MGP MGST2 MLH1 MMP1 MSH6 MST1 MXD3 MYC MYEF2 MZT1 NCAPD2 NCAPD3 NDP NPC2 NTS NUP93 PAH PCLAF PCP2 PDXK PGK2 PICALM PIN4 PLEKHH1 PMEL POLA2 POLD1 PPP5C PRAME PRKX PRKY PROS1 PRSS1 PSMC5 PTPRN2 PYCR1 RAD51 RDH14 RFC5 RGR RGS2 RNASE6 RNASEH2A RNF144A RPA3 RPN1 SCARB1 SEMA3B SEMG1 SERPINA1 SLC12A3 SLC17A9 SLC19A1 SLC25A20P1 SLC27A2 SLC43A3 SMARCC1 SMC4 ST6GALNAC2 STT3A SULT1A4 TARBP1 TDGF1 TELO2 TF TFF1 THBS1 THBS2 TM4SF1 TMC6 TMSB15A TNFSF9 TOMM40 TRIP13 TTK TTLL5 TTN UBD UBE2C VRK2 VTN XBP1 YEATS4 ZNF502 ZNF589 WANG_CLASSIC_ADIPOGENIC_TARGETS_OF_PPARG https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_CLASSIC_ADIPOGENIC_TARGETS_OF_PPARG ACSL1 ADHFE1 ALDH1A1 AQP7 CD36 CEBPA CFD CIDEC CRAT DGAT1 EPHX2 FABP4 FABP5 GLUL HSD11B1 LGALS12 MGST1 MGST3 NR1H3 ORM2 PEX11A PLIN4 PNPLA2 PPARGC1B RETN S100A1 SLC25A10 WANG_CLIM2_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_CLIM2_TARGETS_DN ACBD3 ACER3 ADGRF4 AKIRIN2 AP1S1 ARHGAP12 ARPC2 ASB3 ASF1A ATE1 ATG12 ATP6V0E1 BCL9L BLZF1 BSDC1 BTBD10 CAMK2D CAPZA2 CASP9 CCDC86 CCT6A CD24 CDIN1 CEBPZ CHMP5 CLIP1 CLTA COBLL1 COIL COPG2IT1 COPS5 CPE CRK CSRNP1 CTSB CYP20A1 DAXX DCAF1 DHRS4-AS1 DHX36 DIP2A DNAJC15 DNTTIP1 DPM1 DUS1L DUSP3 ELL ELOA ETNK1 F12 FAM149B1 FARSA FAS GABRR2 GADD45GIP1 GALNT7 GATA2 GCA GNA13 GORAB GPR87 GTPBP4 GULP1 HBS1L HINT3 HMGCS1 HNRNPA1 HNRNPK IDI1 IFI6 IFIT1 IFRD1 IMPACT IRF9 ISG15 ITM2B JAG1 JOSD1 JRKL KCTD5 KLF7 KPNA5 LGALS3 LIN7A LRP10 LRRFIP1 MBNL1 MED13L MEX3C MICOS10 MIR5188 MPLKIP MPZL2 MRPL9 MRPS11 MSMO1 MTMR2 MYL12B MYNN NAA35 NCOR1 NDUFB8 NDUFV3 NEK7 NSUN4 NT5C OCLNP1 PAM PAM16 PBX2 PCBD2 PCDHB3 PDPR PEX1 PFDN1 PFDN4 PGM3 PHF11 PPP1R13L PPP1R9A PRIM2 PRPF40A RAD18 RAD23B RARS1 RBBP6 RBM48 RBMY2FP RCHY1 RDH11 REST RFC5 RIMOC1 RNF14 RNF149 RNFT1 RP2 RPP30 RRAS RRP15 SAMD9 SCML2 SEC23A SEC23B SERINC3 SF3A1 SLC25A25-AS1 SLC25A44 SP100 SPAG1 SPTBN1 SRA1 SREK1IP1 SRRM1 ST3GAL1 STAT1 STOM STRN3 STXBP3 SUMO4 SYPL1 TATDN1 TAX1BP3 TBC1D9 TIPRL TMEM11 TNFRSF12A TNKS2 TOPORS TRIM2 TSC22D3 TUBGCP5 UBA3 UBE2L3 UBQLN1 WDR45 WHAMM YRDC ZNF281 ZNF292 ZNF765 ZNF91 WANG_CLIM2_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_CLIM2_TARGETS_UP ABCC3 ABI2 ACACB ACRV1 ADCY1 AGO2 ALCAM AMY2B ANAPC5 ANKS6 AOC2 AOPEP AP1AR-DT ARAP1 ARG2 ARHGAP22 ARHGEF39 ARID2 ARIH2 ARMC6 ARRB2 ASTN2 ATG13 ATP6V0D1 ATP6V0D2 ATXN7L1 BANP BCL11B BCL2L1 BMP7 BMS1P1 BPIFA3 BRF1 BTF3 BVES C19orf48P C1QL1 C21orf58 CA11 CALR CAMK2N2 CASK CASP1 CAV2 CCDC59 CCNG2 CD109 CD276 CDC42SE1 CDK3 CDK5RAP3 CDON CDT1 CEACAM1 CEP170B CHTOP CIC CIRBP COL12A1 COL18A1 CPSF1 CTDSPL2 CTNNA1 CXXC5 CYB561 CYP1A2 CYP2C9 DBNDD2 DBP DDIT4 DDX11 DENND1B DGKZ DIDO1 DLG5-AS1 DNAJC10 DNAJC22 DPH5-DT DR1 DTD2 DTX2P1-UPK3BP1-PMS2P11 DUS2 DUSP6 E2F2 ECHDC2 EED EID2 EML3 ERCC6L ESR1 ETNK2 ETV3 EXD3 F2RL1 FAM104B FBXO44 FBXW2 FER1L4 FGFR1 FOXP1-IT1 FSCN1 GALNT13 GALNT7-DT GAREM1 GAS5 GEN1 GFM2 GGA2 GLUL GLYCTK-AS1 GSPT1 GTSE1-DT GUSBP14 HPS1 HPS4 IGFBP2 IGFBP5 IGSF3 IL6ST-DT IQCK ITPRID2 JMJD7-PLA2G4B KANSL1 KIAA2013 KIF5A KLF8 KLK7 KMT5AP1 KRIT1 LDLRAD4 LEPR LINC00205 LINC00662 LINC01399 LINC01644 LINC02941 LINC02987 LMAN1 LRRC37A2 MAGI1 MAP4 MAVS MCL1 MERTK MET MLH3 MOS MRS2 MTHFD2L MUC20-OT1 MYB NACA4P NADSYN1 NAGA NAXE NBAS NBDY NDUFC2 NEAT1 NEDD1 NEDD8 NFATC3 NFYB NISCH NNT NOP53 NPR2 NR2F2 NRIP1 NUDT16L2P OFD1 OIP5-AS1 OTUD3 OTUD5 PAK2 PARVA PELP1 PLEKHA3 PLK4 PMS2P4 POGZ POLH PPIL2 PPP1R26 PROSER3 PSMB2 PSMC3IP PTCD1 PTMAP4 PTPN12 PTPRF RALGAPA2 RANGAP1 RAVER2 RBM33 RBSN REPS2 RIPOR1 RPL10 RPL23AP1 RTF1 S100A11P1 SCAF4 SCUBE2 SDCBP2-AS1 SDR42E1 SEMA6B SERP1 SEZ6L2 SFPQ SGPP1 SIX2 SKIC2 SKIC8 SLC12A9 SLC17A4 SLC24A1 SLC25A40 SLC26A2 SLC35E3 SLC52A2 SLC5A3 SLITRK6 SMC4 SOCS2 SPDYE1 SPG7 SPON1 SRSF5 SUMO1P2 TAF1 TAPBP TCTN3 TFDP1 TGFBRAP1 TIMP3 TMPO TNK2 TP53TG3 TP63 TP73 TRIM8 TSC22D1-AS1 TSHZ2 TUBA3C UBXN10 UPK2 UQCC1 USP6 WDR33 XPO1 YPEL3 ZBTB7A ZCCHC4 ZCCHC8 ZDHHC12-DT ZHX3 ZMYM3 ZNF117 ZNF148 ZNF160 ZNF354B ZNF548 ZNF607 ZNF783 ZNF93 WANG_ESOPHAGUS_CANCER_PROGRESSION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_ESOPHAGUS_CANCER_PROGRESSION_UP CXCL3 DUSP2 HSPE1 MMP7 MYADM P3H4 PLAUR SRGN TNFRSF12A WANG_ESOPHAGUS_CANCER_VS_NORMAL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_ESOPHAGUS_CANCER_VS_NORMAL_DN ACAA1 ACOX1 ADIPOR1 ADIRF ADK AFDN ALDH1A3 ALDH3A1 ALDH4A1 AMFR AP3S1 ARF3 ARL4C ASCC1 ATXN3 C5orf22 CAPNS1 CAST CDK7 CNN3 CR2 CRYAB CS DDX3X DNAJB1 DUSP5 DUSP7 ENDOD1 EPHX1 EREG FOSL2 FPGT FUT1 GFOD2 GJB2 GM2A GOLGA2 GPC1 GPX3 GTF3C1 HCAR3 HECTD1 IGFBP2 IMPA1 KCNK5 KIF1C KRT5 MAL MALL MAPKAPK3 MOSPD3 NCOA1 NCOA3 NHERF1 NLRP2 NRBP1 NRP1 NSDHL NUCB2 OXCT1 PDCD4 PGAM1 PGF PHF1 PITPNA PLXNC1 PMM1 PPP2R2C PPP4R1 PRDX6 RAB6A RABGGTA RAC1 REXO2 RPP30 RXRA S100A11 S100A12 SEPTIN8 SH3GL1 SHMT1 SLC16A6 SLC1A3 SLC26A2 SLC27A4 ST6GALNAC2 STAT4 STIM1 STK17B STK38 TBC1D10A TIAM1 TRIM13 TRIM37 TSPAN5 TSPAN6 TXNDC17 UPP1 WWP1 YWHAQ ZER1 WANG_ESOPHAGUS_CANCER_VS_NORMAL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_ESOPHAGUS_CANCER_VS_NORMAL_UP ACAA2 ADGRE5 AGPAT2 AMPD2 ANXA4 ANXA5 AQP9 ARID5A ATF3 BAK1 BTN3A3 C1R C1S C4A CALU CCL4 CCR7 CD34 CDK2AP1 COL3A1 COL5A2 COL6A3 COL9A2 CREB3 CSF2RB CTSH DAP DAPK1 DUSP2 DUSP6 ECE1 EIF1 ELF5 ENC1 FCER1G FKBP6 FMOD FN1 FOSB GALNT3 GBP3 GCC2 GNB5 GPRC5B GPX2 GSTO1 HACD3 HLA-A HLA-DRB5 HSD17B3 HSPE1 ICAM2 IFI30 IFITM1 IFITM3 IFNGR1 IFT20 IGFBP3 IGFBP7 IRF3 ITGAM JCHAIN JUN KCNK1 KDELR2 KNG1 LAMA3 LAPTM5 LASP1 LGALS2 LUM LZTS3 MCM7 MECOM MEP1A MMP12 MMP7 MMP9 MST1L MTMR11 MYADM NME2 NOMO1 NOTCH4 NR4A1 ODC1 P3H4 PARP14 PECAM1 PF4 PIGT PIM2 PLS1 PMEPA1 PNPLA2 PROM1 RGS3 SDC4 SERPINE1 SERPING1 SETD3 SFXN3 SLC16A4 SMTN SOCS3 SPARC SRGN SRI SSR2 TAF15 TBXAS1 TCF7L2 THY1 TNFAIP3 TNFRSF12A TNFRSF1B TRIB2 TRIM31 TSPAN18 UCP2 ZNF593 WANG_HCP_PROSTATE_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_HCP_PROSTATE_CANCER AASDHPPT ABCA5 AEN AFF1 AHNAK ASS1 ATF3 AUTS2 B3GAT3 B4GALT1 BMP2K BPGM CCDC69 CCNA1 CD2BP2 CD55 CDK10 CDKN1C CEACAM1 CEP57 CITED2 CLIC3 CRAT CRIP1 CSPG5 CTSA CYP1B1 DGKD DNAJB2 DUSP1 E2F1 EFEMP2 FGFR1 FLNC FN1 FOSL2 FOXO3 FTH1 GABARAPL3 GAD1 GADD45B GRB10 GSPT2 GTF2H1 H2AC11 HOXA10 HTRA1 IGFBP3 INHA JRKL LAMP3 LONP1 MAPK8IP3 MEIS2 MORC2 MSLN MUC1 NAMPT NCOR1 NEBL NEFH NOP53 NR3C1 P3H2 PDLIM5 PDXK PITX1 PNMT PPP1R15A PRDX2 PSCA RARRES1 REC8 RETREG2 RGS2 RHOD RPL28 RPS21 S100P SECTM1 SGK1 SH2D3A SHMT2 SIDT2 SIM2 SLC39A8 SOCS6 SPTAN1 ST3GAL6 STC2 SYT17 TACC2 TAF1D TCFL5 TFEB TP53I3 TUFT1 TWIST1 TXNIP UBXN1 VPS37C WNT5A WWC1 ZNF160 ZNF419 ZNF580 WANG_IMMORTALIZED_BY_HOXA9_AND_MEIS1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_IMMORTALIZED_BY_HOXA9_AND_MEIS1_DN ADGRG1 CALCRL CD244 CD27 CD34 CD93 CXXC5 EBF1 EDNRA ERG FLT3 GEM IL7R ITGB7 LY86 MEIS1 NRGN NRIP1 OAF PTPRCAP SATB1 TMSB10 TSC22D1 TSPAN2 WANG_IMMORTALIZED_BY_HOXA9_AND_MEIS1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_IMMORTALIZED_BY_HOXA9_AND_MEIS1_UP ABCA13 AKR1C4 ALAS1 B4GALT6 BMI1 BSCL2 CCNB1 CCND2 CD177 CLEC7A CSF2RA CTNND1 ELANE GDA HSD11B1 IGSF6 KMT2A MPO MS4A3 MTUS1 MYB PDE2A PRTN3 RHOJ RNF128 SLFN12L SORT1 TFEC TGFBR3 THBS1 TLR4 TNFSF13 WANG_LMO4_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_LMO4_TARGETS_DN AATF ABCF2 ACBD3 ACSL3 ACTA2 ACTR2 AFF4 AHRR AIMP2 AKAP9 AP3B1 ARCN1 ARFGEF2 ATAD1 ATAD2B ATG4D ATP11C ATP5ME ATP6AP1 ATP6V0E1 ATP6V1C1 ATP6V1H AURKA B2M BACE1 BAG3 BAZ2B BBX BCAP29 BCAS2 BST2 BZW1 C17orf49 C9orf85 CAPZA2 CASC3 CASK CCDC127 CCDC137 CCDC15 CCDC83 CCT7 CDC37L1 CDC42 CDR2 CGN CHMP1B CHMP4A CHURC1 CLCF1 CLPTM1 CLTA COBLL1 COG5 COG6 CPEB2 CPSF2 CRB3 CSGALNACT2 CTNND1 CWC27 CYP2U1 DAGLB DAPP1 DDX20 DDX27 DDX46 DDX60 DGCR8 DIABLO DKC1 DLST DMD DNAJC7 DTNA DTX3L DUSP16 DUSP23 DUSP3 DYNC1H1 DYNC1LI2 EHMT1 EIF2B4 EIF3A EIF3D EIF4G3 EIF5B ELP2 EPC1 ERCC4 EVL EXOC1 EXOC3 EXOC4 EXOC6 EXOC6B F12 FAF2 FBLIM1 FBXO28 FBXO3 FBXW11 FDX1 FEZ2 FHL2 FKBP7 FUNDC1 FUT8 FXR1 GADD45A GANAB GAPDHP77 GATA2 GATA3-AS1 GGACT GGNBP2 GOLPH3-DT GPATCH2 GPATCH4 GPKOW GPR87 GPRC5A GSTCD GTF3C3 GULP1 H1-2 H4C8 HACL1 HAPSTR1 HEATR6 HLA-B HMGCS1 HMMR HOOK2 HOXD8 HS6ST3 HSPB8 HYCC2 ICA1L IFIH1 IFITM3 INPP4B INSR IQGAP1 IRF9 IRGQ ITCH JPT2 JUN KALRN KAT14 KAT5 KATNBL1 KBTBD4 KCNQ3 KIAA2013 KLF8 KMT2A KNOP1 KRTCAP2 LARS1 LCA5L LIN7A LINC00582 LINC02716 LONRF1 LRRC41 LURAP1L LXN LYRM2 LYSMD2 MACC1 MAD2L1BP MAPK1IP1L MAPK6 MATCAP2 MBD1 MEAF6 MED10 MED6 MGAT5B MGST3 MIX23 MKLN1 MPZL3 MRPL57 MRPS15 MRPS21 MRPS28 MRPS31 MTIF2 MTIF3 MTMR2 MYH14 MYLIP NAA20 NBR1 NCOA7 NDUFAF2 NEAT1 NECAB1 NFKBIZ NGDN NOL7 NOPCHAP1 NRBP1 NRDE2 NSD3 NSUN4 NUFIP2 NUP88 OCIAD1 OCLN OCLNP1 OPTN OSTM1 PAK2 PAM PAPSS2 PCGF6 PDAP1 PDE3A PDK3 PDZD8 PFDN6 PHF11 PHF6 PIK3CB PIP5K1A PLEKHA1 PLEKHB2 PLRG1 PMP22 POLB PPFIA1 PPM1D PRMT5 PRPF40A PSAP PSG6 PSG9 PSMC5 PSMD5 PTPRK PTS PURB RAB11FIP1 RAB14 RAB18 RABGEF1 RASSF8 RB1CC1 RBM15 RBM22 RBM25 RBM26 RC3H2 RDH11 RDX RERG RETREG1 RGS22 RICTOR RNASEL RNF181 RNF6 RNF7 RNFT1 RPF1 RPL23 RPL35A RPL7L1 RPS17P5 RRN3 RUFY2 S1PR1 SAMD9 SAMHD1 SAP30BP SAR1A SCFD1 SH3GLB1 SIPA1L2 SLC26A11 SLC3A2 SLC4A1AP SLC7A2 SLF2 SMAP2 SMIM14 SNRPA1 SNRPF-DT SNX22 SNX4 SNX6 SPART SPRYD7 SPTBN1 SRA1 SRFBP1 SRGAP1 SRP68 SRP72 STX12 SUGT1 SUN1 SYNPO2 SYTL2 TARDBP TBC1D25 TBC1D7 TBC1D9 TDG TEFM TGS1 THUMPD3 TIGAR TMEM178B TMEM192 TMEM199 TMEM64 TMOD3 TMTC2 TNFRSF18 TOP1 TOPORS TRAV23DV6 TRIP12 TRMT10A TRNP1 TTC17 TUBD1 TYW5 U2AF1 UBA6 UBQLN1 UBR4 UBR5 USP28 USP37 USP47 USP8 UTP4 VAT1 VIRMA WAPL WASL WDR41 WDR6 XIAP ZC3H7A ZDHHC5 ZFAND2A ZFR ZNF24 ZNF341 ZNF407 ZNF445 ZNF568 ZNF622 ZNFX1 WANG_LMO4_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_LMO4_TARGETS_UP ABHD17C ABTB2 ACTG1 ACVR1B ACY1 ADAD1 AGPAT5 AGR2 AHCY AK3 AKR7A2 AKR7A3 AKT1 ANKRD13D ANKRD55 ANKRD9 ANKS6 AOPEP APIP ARG2 ARHGEF12 ARL17A ARL5A ARRDC4 ASNSD1 ATF5 ATG10 ATP13A3 ATP1B1 ATXN10 AURKAIP1 AZI2 BBLN BBOF1 BCAM BCAP31 BCL11B BCL6 BCL7C BCOR BMP7 BOK BTBD2 C19orf48P C21orf91 CACNG4 CALR CARD19 CBFA2T3 CBX3 CCDC14 CCDC149 CD151 CD47 CDC123 CDC23 CDC42SE1 CDCA2 CDV3 CEBPA CECR2 CENPK CENPX CFL2 CFLAR CMAHP CNNM3 CNOT2 COTL1 CPEB4 CPSF4 CREB1 CREB3L2 CRIPT CRLS1 CROCCP2 CROT CRYZL1 CSPP1 CTDSP1 CTNNB1 CXCR4 CYB561 DANCR DBI DCAF16 DDIT4 DELE1 DHRS2 DLX1 DMTF1 DNAJC1 DNAL1 DOK7 DPAGT1 DPY19L1 DPY19L4 DSTN DUXAP8 DYNLL2 DYRK1A E2F3 EED EMP2 ENAH EPB41L4A-AS1 EPM2AIP1 ERGIC1 ETS2 ETV6 F11R FAM104B FAM174A FAM20C FBXL16 FBXO46 FBXO8 FIGN FOXP1 FOXRED1 FREM2 FRMD8 FSBP FUBP1 GAS5 GDPD1 GFM1 GLUD1 GLUL GPR158 GRN GTF2A1 H3-3A H4C3 HACD3 HELLS HIPK2 HMG20B HMGB1 HNMT HNRNPA1 HNRNPR HNRNPUL1 HPS1 HSFY1 HSP90B1 IFT25 IGDCC3 IGFBP2 IL1R1 INIP INO80D ITFG1 ITGAV ITPRID2 ITPRIPL2 KBTBD4 KIF3A KMT2C LGALS8 LINC00662 LINC00865 LINC00938 LINC01667 LINC02984 LITAF LLGL1 LNPK LPCAT1 LPGAT1 LRRFIP1 LSM5 LTBP1 LYRM7 MACIR MAFIP MAN1A2 MAP3K3 MAX MB MBNL3 MDM4 MEGF9 METTL26 MGC16275 MINDY3 MIPOL1 MIR3682 MLPH MOGS MORF4L1 MRI1 MRPL10 MRPL30 MRPL33 MRPS25 MT1X MT2A MTA1 MTDH MTMR12 N4BP2L2 NAA25 NABP1 NAP1L1 NBPF14 NDRG1 NDRG3 NEAT1 NEBL NECAB3 NEK6 NET1 NFIA NIPAL2 NIT1 NLK NLN NNT NOA1 NPIPA1 NPM1P22 NR2C2 NRIP1 NSD2 NT5DC1 NT5DC2 NUCKS1 NUDT21 OGG1 OGT PABPC1 PABPC1P3 PACRG-AS3 PACRGL PAQR8 PCMT1 PCMTD1 PCYOX1 PDCD4 PDP1 PDRG1 PDS5B PDZK1 PGK2 PGLYRP4 PGRMC1 PHACTR2 PHB2 PIGM PISD PITPNA PLGLB1 PM20D2 PPHLN1 PPP3R1 PRKAR1A PRKCSH PROM2 PRR11 PTPRG-AS1 PURG RAB10 RABL3 RAD51D RALBP1 RALGPS2 RBMXL1 RET RFX1 RGMB RHOB RHOQ RHOU RIN2 RMI2 RNF144B RPE RPUSD1 RSBN1L S100A13 SCAI SCAMP1 SCUBE2 SELENBP1 SERINC5 SERTAD1 SERTAD4 SFPQ SFT2D1 SFXN1 SGK3 SKP2 SLC10A3 SLC16A6 SLC25A48 SLC25A6 SLC2A1 SLC2A4RG SLC35A1 SMAD5 SMIM30 SMIM7 SNHG12 SNORD60 SNX18 SOAT1 SOS1 SOWAHC SPDEF SPTBN1 SREK1 SRRT SRSF4 ST13 STARD7 STK11 STYK1 SUB1 SUMO1 SUSD2 SUSD4 SYPL1 SYT7 TCAF1 TCF3 TFAP2C TFF3 THBS1 TIAM1 TIPARP TLK1 TM9SF2 TMEM106B TMEM120A TMEM135 TMEM201 TMEM50B TMEM65 TMEM97 TRAF7 TSC22D1 TSPAN32 TSPAN4 TTC3 TUBA1A TUBB TUG1 TUSC3 TXNIP UBL3 UBTD2 UQCRB USP36 USP6NL VGLL4 VPS4B VRK2 WEE1 WWP2 YIPF5 ZBED1 ZFP36L2 ZMIZ1 ZMYM5 ZNF326 ZNF430 ZXDB WANG_LSD1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_LSD1_TARGETS_DN ATF5 BTG1 CABLES1 CCNB2 CGA CHGA CHGB CHST8 CISH CPE CPLX2 DLL3 ECE1 EGR1 EGR2 ESM1 EXOC8 FOS GADD45A GH1 JUNB LHB PCLO PCSK1N PCSK2 POLR3D PRL RIMS2 RIMS3 SNAP25 STXBP1 SYN2 SYT1 SYT4 TRO TSHB VEGFD WANG_LSD1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_LSD1_TARGETS_UP CCNE1 CD1D CDKN1C CSRP2 ELK3 EPB41L2 EZR FOXG1 GADD45G GAS6 HEPH IGFBP2 IGFBP5 LGALS1 MDK MGP MYCL PDGFA PYCARD RELN RPRM SIX1 SOX2 TGFB2 WANG_METASTASIS_OF_BREAST_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_METASTASIS_OF_BREAST_CANCER ACOT11 ANAPC15 BCL2L14 CEP57 COL2A1 FUT3 GABRQ GAS2 MYH2 PARP4 RFX7 RPL23AP4 RPS4XP3 TNFSF10 ZNF362 ZSWIM8 WANG_METASTASIS_OF_BREAST_CANCER_ESR1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_METASTASIS_OF_BREAST_CANCER_ESR1_DN ABLIM1 ACACB AP2A2 ARHGDIB BICD1 C3 CAPN2 CD44 CLN8 CNKSR1 DUSP4 EIF4EBP3 ETV2 FKBP2 GFOD2 GOLM1 IL18 LINC01482 LST1 MAP4 METTL25B MMP23B NEFL NEURL1 OR12D2 ORC3 PHF11 SLC35A1 TACC2 TESPA1 TNFSF13 ZFP36L2 WANG_METASTASIS_OF_BREAST_CANCER_ESR1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_METASTASIS_OF_BREAST_CANCER_ESR1_UP ATAD2 CBX3 CCNE2 CENPU EEF1A2 FEN1 GTSE1 H4C8 HDGFL3 KPNA2 MYRF NCAPG2 PGAP6 PLK1 POLQ PPP1CC PSMC2 SMC4 SUPT16H UCKL1 YIF1A ZCCHC8 WANG_METHYLATED_IN_BREAST_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_METHYLATED_IN_BREAST_CANCER CAV1 CAVIN1 CDC25A CLC CTNNA1 DKK1 DUSP1 EPHA2 ETV5 F3 FOSL1 FYN GADD45A GDF15 GJB3 HBEGF INHBA IRS2 KLF6 KRT17 MAFF MYO1B PTPRG SERPINB8 SLC3A2 SLC7A5 SLC9A1 SMURF2 SPHK1 STK17A THBS1 TNFRSF10B TUBB UPP1 ZYX WANG_MLL_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_MLL_TARGETS ABCA9 ABHD3 ABI3BP ADAM19 ADH1C ADM ADORA2B AGT ALDH2 ALX1 AMIGO2 ANGPT1 ANO4 APOBEC3B AR ARHGAP18 ARHGAP26 ARHGDIB ARHGEF6 ARID5B ASB15 ASPA ASPN ATP2B1 AVPR1A B3GALT4 B4GALNT4 BAIAP2L1 BNC1 C2 C4BPA CABLES1 CACNA1A CACNA1G CALHM5 CCDC68 CCDC80 CD14 CDHR1 CDKN2C CDO1 CES2 CHI3L1 CISH CLIP4 CLMP CNKSR3 CNNM2 COL10A1 COL14A1 COL2A1 COL6A1 COL6A2 CPQ CPZ CXCL3 CYBA CYP2F1 CYP2S1 CYS1 DAB2 DAPP1 DEF6 DGKA DHRS3 DKK3 DLL1 DLX2 DMBX1 DPEP1 DPYD DUSP2 EBF1 EBF3 EDA EFHD1 EGR3 EIF4E3 EMB EMC2 EMILIN1 ENPEP ENPP1 ENPP3 ESR1 ESX1 ETV1 EVA1A F5 FABP4 FABP7 FAM13A FAM20A FAM3C FBN2 FBXL7 FES FGF10 FNDC3A FOXC1 FOXC2 FOXD1 FOXS1 FRAT2 FRMD5 FRZB FUT11 G0S2 GAL3ST1 GALNT12 GATA3 GATA4 GATA6 GDA GDF6 GLT8D2 GNG8 GPM6B GPX7 GRB10 GRIP1 GSTT2 H6PD HCAR2 HCCS HDAC9 HLF HNF1B HOGA1 HOXA10 HOXA13 HOXB3 HOXB5 HOXB6 HOXC10 HOXC13 HOXC5 HOXC6 HOXC8 HOXC9 HS6ST2 HSD11B1 HTR2A IGF2BP3 IGFBP6 IL1RL1 IL1RN IL20RA IL6 ISL2 ISLR ISOC2 ITIH2 JAM2 KAZALD1 KCNA4 KCNC2 KCNJ15 KCNJ2 KIF21A KRT13 LAMA1 LARP6 LDHB LGALS3BP LHFPL1 LPXN LRIG3 MAF MAFB MAP3K5 MAPK13 MEG3 MGP MINAR1 MME MMP13 MMP14 MMP2 MRC2 MST1R MYLIP NAALAD2 NADK2 NAPEPLD NDNF NEGR1 NFATC4 NFIA NKX6-1 NOTUM NR4A2 NT5DC2 OMD OSR2 PARP14 PAX1 PAX3 PAX6 PAX9 PCBD1 PCDHB13 PCDHB7 PDE9A PDK4 PELI2 PITX2 PKP3 PLA2R1 PLAC8 PLEK PLEK2 PNMA2 POSTN PPM1L PTGES PTGFR PTHLH PTPN22 PTPRM RAB3IL1 RABGAP1L RASSF9 RENO1 RGS16 RIDA RNF130 RNF144A RNF144B RPS6KA6 RSPH9 RSPO2 RSRC1 RTN4RL1 RUBCNL S1PR1 S1PR3 SASH1 SCARF2 SCEL SCP2 SELENOP SERPINB10 SFRP1 SFRP2 SH3RF2 SH3RF3 SH3TC1 SHC4 SHOX2 SLC10A6 SLC16A7 SLC27A3 SLC7A2 SLC8A3 SLCO2A1 SLIT2 SLIT3 SMOC1 SMOC2 SMPDL3B SNED1 SOX5 SPON2 SPRR1A STAT5A STEAP4 STOX2 STXBP6 SVEP1 TBC1D8 TBX15 TGFBI TGFBR3 TGM1 THBD THBS2 TMEM119 TMEM140 TMEM35A TMEM51 TOX TREM2 TTC9 TWIST2 UGP2 VAX2 VEGFC VN1R2 WFDC21P WNK4 ZCWPW1 ZIC2 ZNF503 WANG_NEOPLASTIC_TRANSFORMATION_BY_CCND1_MYC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_NEOPLASTIC_TRANSFORMATION_BY_CCND1_MYC ADAM12 AREG ARHGAP24 ARHGAP6 ATF3 BMF CLSTN2 COL5A1 COL5A3 DDIT3 EREG IGFBP3 IGFBP4 IGFBP5 IGSF5 LPAR4 MMP12 S100G SERPINB9 TRIB3 TSPAN6 TSPAN7 WANG_NFKB_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_NFKB_TARGETS ACTC1 APLNR ATP2A1 CASP7 CAV3 CHRNG CISH CMA1 CSRP3 FOXA2 HOXA1 ITGB5 MEF2B MIOX MYH1 MYH7 MYL4 NOTCH1 RARG SH3BP1 TNNC1 TNNI1 TNNT1 TRAF5 WANG_PROSTATE_CANCER_ANDROGEN_INDEPENDENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_PROSTATE_CANCER_ANDROGEN_INDEPENDENT ALDH4A1 AP2A2 ARHGEF28 BAIAP2 BDKRB1 BTG2 CDC14B CDH11 CEP170B CIAPIN1 COL15A1 CYREN DBI DBP DCXR DST DZIP1 EDA EIF3B ENTREP1 FAAP100 FBXO11 FMO1 FN1 FRAT2 GADD45G GSTT1 HDDC2 HGD ID2 JUND KAT8 LILRB3 LTB4R MCL1 MT1H NMT2 NR4A3 PARP2 PECAM1 PPP1R12A PRKAR2B PRPF19 RAB27A RABGAP1L REPS2 RNF41 RPL13 RPL39L RPLP2 RPS14 SDC2 SGSH SLC4A1AP SOD2 SPCS3 TBC1D31 TNNI3K TOMM7 TOP3A TRAPPC13 TRIM33 UGT8 USPL1 ZNF731P ZNF84 WANG_RECURRENT_LIVER_CANCER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_RECURRENT_LIVER_CANCER_DN CDC42SE1 CDO1 CNGA1 ELL2 ETS2 GCH1 ID2 INSIG1 MAFB NUDT9 PGGT1B PTP4A1 SAR1B SLC27A2 SPACA3 TIGD2 WANG_RECURRENT_LIVER_CANCER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_RECURRENT_LIVER_CANCER_UP CETN2 CUL4B DNAJC10 KCNK1 MPHOSPH9 PABIR2 PARD3 PTPN11 R3HDM1 RACGAP1 RBM41 RPL10A SH3GLB2 SKA2 SMURF2 SSR3 SYNGR2 USH1C ZBTB38 ZNF652 WANG_RESPONSE_TO_ANDROGEN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_RESPONSE_TO_ANDROGEN_UP ACSL3 APPBP2 ATXN3 BMPR1B CAMKK2 CENPN CRLS1 DYNLL2 ELK4 EVI5 FADS1 GNAI3 HMGCR INSIG1 KLK2 KLK3 MAF MAP7 MED28 MTERF4 NGLY1 PIAS1 RRP12 SLC30A7 SPCS3 TMEM50A TRGC1 UBE2J1 ZBTB10 WANG_RESPONSE_TO_BEXAROTENE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_RESPONSE_TO_BEXAROTENE_DN ADD1 ADORA2B ARHGAP20 CAST CPNE8 EDIL3 EPS15 FASLG FGF12 FLT3LG GIMAP7 GNAI1 H1-2 HYAL3 INSM2 ITGB2 ITIH3 LYN MAP6 MAPK14 MED14 MMP1 MSC NAB1 PCYT1A RAB32 RAD51AP1 SERPINA3 SKAP2 TNFSF8 WANG_RESPONSE_TO_BEXAROTENE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_RESPONSE_TO_BEXAROTENE_UP BCL2L14 BNIP3 BRCA1 CA13 CA5A CDH3 CEACAM1 CELA1 CHCHD4 CHCHD5 CIAPIN1 CLDN2 CNNM3 COL26A1 CTNNBIP1 EFNA4 EGF EMB FGD1 GLIPR1 GNB1L HDAC6 HDGF HDGFL1 LAMB1 MPG NFX1 PRRX2 RANGRF RASA2 RGS11 TBX20 TCP10L TLX1 WANG_RESPONSE_TO_FORSKOLIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_RESPONSE_TO_FORSKOLIN_DN APPBP2 ATXN3 MAF MTERF4 NAV1 PIAS1 SESN1 SLC30A7 ZBTB10 WANG_RESPONSE_TO_FORSKOLIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_RESPONSE_TO_FORSKOLIN_UP ACSL3 BMPR1B CAMKK2 CENPN CRLS1 DYNLL2 ELK4 EVI5 FADS1 GNAI3 HMGCR INSIG1 KLK2 KLK3 MAP7 MED28 MMP16 NGLY1 RRP12 SPCS3 TMEM50A TRGC1 UBE2J1 WANG_RESPONSE_TO_GSK3_INHIBITOR_SB216763_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_RESPONSE_TO_GSK3_INHIBITOR_SB216763_DN ACAT2 ACSL1 ACSL3 ACTL6A ACY1 AHSA1 ALDH1A3 ALDH1B1 ALOX12 ALYREF ANKRD18DP ANKRD28 APBB1 ARHGAP21 ARHGAP44 ARL4C ARRB1 ASF1B ATAD2 ATAD3B ATG101 B4GALT2 BEX1 BICDL1 BLM BRCA1 BRIP1 BUB1 BUB1B BYSL C11orf58 C1DP2 C1DP3 CABLES1 CASTOR2 CCDC26 CCDC28A CCM2 CCNA2 CCNE1 CCNE2 CCPG1 CCR1 CCR2 CD151 CD180 CD38 CDC25A CDC42EP3 CDC45 CDC6 CDCA4 CDK2 CENPH CENPK CENPM CENPU CENPV CEP76 CHAF1A CHAF1B CHST11 CIP2A CITED2 CKS1B CLSPN COQ8A CTDSPL CTPS1 CYP51A1 CYTIP DARS2 DBN1 DCTPP1 DCUN1D5 DDIAS DENND11 DERL3 DHCR24 DHCR7 DHFR DHFRP3 DIAPH3 DISP2 DKC1 DLX1 DNAJA1 DNAJC19 DPH2 DSCC1 DTL DUSP6 E2F2 E2F7 E2F8 EAPP EBNA1BP2 EBP ECE1 EEF1AKMT1 EGR1 EHD1 EIF4EBP1 EIF5AL1 ELOA EMP2 ENSG00000205794 ERO1A ESCO2 ETV4 ETV5 EXO1 EXOSC4 EXOSC5 EZR F2RL3 FABP5 FADS2 FAM136A FAM32A FASN FEN1 FKBP4 FOS FOXJ3 FUT7 GABPA GABPB2 GART GEMIN4 GGT5 GINS1 GINS2 GINS3 GINS4 GK GMEB1 GMFG GMNN GNB4 GOLGA8IP GPT2 H1-4 H1-5 H2AC13 H2AC4 H2AX H2AZ1 H2BC14 H2BC3 H3C12 H4C2 HDHD5 HELLS HERPUD1 HMGB3 HMGCS1 HNRNPAB HSP90AA1 HSPA1A HSPA1B HSPA4L HSPE1 HSPH1 IDI1 IGFBP4 IGLL3P IL1RAP IL3RA INSIG1 IPO11 ISYNA1 ITGA4 ITGA5 ITGB5 JADE2 JPT2 KCNN4 KIF21B KIF22 KIF23 KLHDC2 KLHDC3 KNL1 KNOP1 KNSTRN LACC1 LAS1L LBR LDLR LGALS12 LMO2 LPCAT1 LRP8 LY6E LYAR MAD2L1 MAF1 MASTL MATK MCAT MCM10 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 MELK MIF MIR155 MOB3A MOCS3 MRPS12 MRTO4 MSH2 MSH6 MSMO1 MSN MTBP MYBL2 MYC NASP NCAPD3 NCAPG NCF1 NCS1 NDRG1 NHERF1 NHP2 NIP7 NLRP3 NOL6 NOP16 NUDT5 NUF2 ORC6 PAIP2 PALS2 PBK PDCD4 PDGFA PDK1 PELI2 PFKP PHLDA1 PIGW PIH1D1 PIM1 PIM2 PKMYT1 PLK4 PLXNA1 PNO1 POLA1 POLE2 POLR3H PPP1R27 PREB PRPS1 PRXL2B PSAT1 PSMC3IP PTPN7 PTPRE PTTG1 PUS7 PYCR3 RAB18 RAD51 RAD51AP1 RAD54L RANBP1 RANBP1P1 RASGRP2 RB1CC1 RFC2 RFC3 RFTN1 RFWD3 RHBDL3 RNF122 RNF144A RNMT RPS6KA5 RRM2 RRP12 RRP7A RUVBL1 SCD SDF2L1 SEH1L SEL1L3 SERPINB8 SFXN1 SHCBP1 SIGLEC12 SINHCAF SLC16A1 SLC1A4 SLC25A19 SLC27A2 SLC2A1 SLC2A3 SLC2A5 SLC38A2 SLC38A5 SLC39A14 SLC6A6 SLC7A5 SLCO4A1 SMC2 SNORD14C SNORD14E SNRPG SPC24 SPC25 SPIN4 SQLE ST8SIA4 STMN1 SUN2 SUV39H1 SYT2 TAF4B TBC1D15 TCF19 TCTN2 TDRKH TENT5C TEX30 TFAM TFB2M TFDP2 TFRC TGFBR1 TICRR TIMP3 TIPARP TIPIN TK1 TLE4 TLR2 TNF TNFAIP3 TOE1 TRIP13 TRMT10C TSFM TSR1 TUBA4A TWNK TYMS UBALD1 UBALD2 UBE2T UHRF1 UMPS UNG URB2 UTP15 WDR4 WDR48 WEE1 WT1 WT1-AS XBP1 XRCC2 ZNF367 ZWINT WANG_RESPONSE_TO_GSK3_INHIBITOR_SB216763_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_RESPONSE_TO_GSK3_INHIBITOR_SB216763_UP ABAT ABCA7 ABRAXAS1 ACAD11 ACER3 ACRBP ACSF2 ADA2 ADCY10P1 ADGRE4P AFG1L AGL AGTPBP1 AHCYL2 ALCAM ALDH2 ALG13 ALOX5AP AMPD3 AMY1A AMY2A AMY2B AMZ2P1 ANKRD18A ANKRD20A2P ANKRD20A8P ANKRD26 ANO8 ANXA5 AP1G2 ARHGAP15 ARL17A ARL3 ARNT ARRDC3 ASAH1 ATF7 ATF7IP2 ATG16L2 ATG4C ATP10D ATP6AP1L ATP6V1A ATP7A ATP8B4 ATXN1 B2M BBS10 BBS2 BLTP1 BTN2A2 C14orf93 C18orf32 C1RL C5 CACNA1E CAMLG CARF CASP1 CCDC144A CCDC146 CCNB1IP1 CCNI CD101 CD300LF CD36 CD37 CD4 CD47 CD48 CD68 CD74 CD84 CDK5RAP3 CHD2 CLN8 COLGALT2 CPEB4 CPT1B CREB5 CRYBG1 CSF3R CSNK2A2 CSTA CTNND1 CTSB CTSH CTSS CXCR4 CYB561A3 DAPP1 DCP1B DENND1C DENND4B DMXL1 DMXL2 DNAJC4 DNASE2 DPH5 DTNA DUSP5P1 DYM DZIP3 EFHC1 EIF4B ELMO1 ENPP2 EPB41L4A-AS1 ERV3-1 EVI2A EVI2B F11R FAM183BP FAM220A FGD2 FGGY FGL2 FIG4 FLVCR2 FOXN2 FRRS1 FUNDC1 FYB1 GAA GBAP1 GBGT1 GCNT1 GFRA2 GIMAP2 GIPR GLRX GM2A GNPDA1 GNS GOLGA1 GPAT3 GPHN GRAMD2B GSTM4 GTF2IRD2 H2BC18 HACD4 HERC2P2 HERC2P3 HERC2P4 HEXB HLA-DMA HOMEZ HPD HPS1 IDS IFI30 IFIH1 IGF1 IGFLR1 IL10RA IL10RB IL18 IPCEF1 ITCH ITGB7 JAML KCNE3 KDM4A KIAA0825 KLHDC1 KMT2C KRBOX4 KRCC1 LAMP1 LDAF1 LETMD1 LHFPL2 LIG4 LIMA1 LIMD1-AS1 LINC01002 LPAR2 LRMDA LRRC37A LRRC37A2 LRRC37A4P LTA4H LY86 MALAT1 MANBA MAP4K1 MCMDC2 MCOLN2 MEFV MFSD13A MGAT4A MGST1 MR1 MS4A7 MTHFD2 MYO15B MYO18A MYO5A MYOM1 NABP1 NAGLU NAIP NBEAL1 NBR2 NCAM2 NCF2 NCF4 NEU1 NFKB2 NKG7 NLRC4 NPC1 NPIPB7 ODF3B OMA1 OR7E85BP ORMDL1 OTULINL P2RX4 PAFAH2 PAN2 PAPSS1 PAQR8 PARP10 PARP9 PCNX1 PDE1B PHF21A PIK3R3 PIP4P2 PIP5K1A PITPNC1 PLD1 PLD3 PLSCR1 PLXDC2 POLR1HASP PRCP PRDM1 PRKAR2B PRKCB PROS1 PSAP PSTPIP2 PTPN22 PTPRC PUS10 PWAR5 QSOX1 R3HDM2 RASGRP4 RCAN3 RCBTB2 RCOR3 RFT1 RHOT1 RHOU RNF130 RNF213 RNU105C RPL12P2 RPL21 RPL21P93 RPL23AP82 RPL28 RPL31 RPRD2 RRAGD RSRP1 SAMD8 SAT1 SAT2 SCAPER SCARB2 SCARNA17 SCARNA9 SCIMP SDCCAG8 SEC31B SENP7 SERINC5 SESN3 SEZ6L2 SGTB SHISA7 SIDT2 SIGLEC10 SIGLEC6 SIRPB2 SKIC3 SLC15A2 SLC17A5 SLC25A20 SLC25A6P2 SLC2A9 SLC35D2 SLC37A2 SLC38A6 SLC46A3 SLC7A11 SLX4IP SND1-IT1 SNHG32 SNORD116-1 SNORD116-24 SNORD116-3 SNORD116-5 SNORD116-6 SNORD116-8 SNORD49B SNORD58A SNRPN SNX29P1 SNX29P2 SORL1 SPATS2 SPTAN1 SSBP2 ST14 ST3GAL2 ST8SIA6 STAC3 STAG3L4 STAT2 STXBP1 SYCP2L TAF12 TAF1D TAS2R4 TBC1D3B TBC1D3C TBC1D3G TCAIM TET2 TEX19 THG1L TIMP2 TLR1 TMEM106B TMEM131 TMEM144 TMEM198B TMEM260 TMEM62 TMEM86A TNFAIP2 TNFSF13B TPT1P9 TPTE2 TRA2A TRAF3IP2 TRAF3IP3 TRAK2 TRAPPC2 TRIM38 TTC17 TTLL3 TXK USO1 VEGFA VIT VPS8 VWA8 WASHC2A WASHC2C XAF1 ZC3H6 ZFAND1 ZFAND3 ZFAS1 ZFYVE16 ZMAT3 ZNF117 ZNF138 ZNF226 ZNF230 ZNF251 ZNF252P ZNF277 ZNF280D ZNF366 ZNF404 ZNF429 ZNF555 ZNF573 ZNF577 ZNF581 ZNF641 ZNF91 ZNF93 ZYG11B WANG_SMARCE1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_SMARCE1_TARGETS_DN AASDHPPT ABCE1 ABHD3 ABI3BP ACOT9 ADAM12 ADAMTS1 ADAMTS2 ADGRL2 AFF3 AIMP1 AK2 AKR1B1 ALAS1 AP2B1 APBB2 APIP APOO ARGLU1 ARSJ ATAD3A ATP2B1 ATP5ME ATRX AURKA B3GALNT1 B3GNT5 BAALC BAMBI BBIP1 BDKRB1 BDKRB2 BDNF BMP2K BNIP3 BOLA2 BST1 BST2 C11orf24 C15orf48 C1QBP CACYBP CALHM6 CAND2 CASD1 CASP7 CAT CAV1 CAV2 CAVIN2 CCNE1 CCNE2 CCR8 CD70 CD9 CDC25A CDC42 CDCP1 CELF1 CENPV CFAP299 CITED2 CKLF CLK4 COX5A COX7B CREB3 CSAG3 CSE1L CSTB CSTF3 CTPS1 CTSC CXCL1 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CYB5B CYP1B1 CYYR1 DBNDD2 DCK DEF8 DENND2A DIO3 DLAT DLEU2 DNAJC15 DOCK1 DRAP1 DUSP4 DUSP6 DUSP7 DUSP9 DVL1 DYNLT3 E2F5 EBP EGFR EHD4 EIF1AX EIF4E EIF4G3 ELOVL6 ENOPH1 EPHA2 ERCC6L ETV3 EXOSC10 EXOSC8 FADS2 FAM216A FANCI FGF12 FGF2 FGF5 FH FIP1L1 FJX1 FOCAD GAL GALNT14 GALNT7 GAR1 GASK1B GDF15 GLA GLRX2 GLRX3 GLT8D1 GLYR1 GNG11 GNL3 GOLGA8A GRPEL1 GRTP1 GTF2A2 GTF2H2 GUCY1A2 HACD1 HADH HAUS6 HCCS HDDC2 HERC2P9 HIGD1A HK2 HLA-B HMGA1 HMGCS1 HNRNPD HPF1 HPSE HS3ST1 HSPA1A HSPA1B HSPA4 HSPA4L HSPA9 HSPH1 IDH3A IER5 IFI27 IFT25 IFT74 IGF2BP3 IL13RA2 IL4R ING2 INPP4B ITGA10 KAT2B KBTBD11 KYNU LAMA4 LAP3 LBHD1 LBR LGALS3BP LIF LINC01399 LOXL1 LSM5 LY6E LYPLA1 MACROH2A1 MAD2L1 MAEA MAGEA1 MAGEA12 MAGEA3 MAGEA5P MAN1A1 MAP7D2 MAPK6 MATCAP2 MED28 MEF2A MICA MID1 MIOS MIR3648-1 MOK MRPL13 MRPS17 MRS2 MTAP MTERF3 MTOR MX1 MX2 MXRA5 MYBL1 NAA15 NCAPG NDC80 NDUFAB1 NDUFAF3 NDUFV2 NMT2 NOC2L NOP16 NPIPB3 NPTX1 NRG1 NSMCE4A NT5E NTN4 NUDC NUP58 OAS3 OGFRL1 OPN3 OR7E12P OSTM1 PALMD PARP12 PBK PDCD2 PDCD5 PDE4DIP PDF PDHA1 PDLIM3 PDLIM5 PDS5A PIGA PLAGL1 PLCB4 PLK2 PNISR PNN POLR3G POP7 POU4F1 PPA2 PPIF PPP4R4 PRAME PRDX2 PRDX3 PRR16 PRR7 PRSS23 PSMB8 PSMB9 PTGER4 PTP4A1 PWP1 QDPR RAB9A RAMP1 RASA1 RBFOX2 RGS20 RGS4 RNF138 RNF182 RNF6 RP2 RRAS2 RSPO3 RWDD3 S100A2 S100A8 SAC3D1 SACM1L SACS SAMHD1 SCG2 SCML1 SDHB SELENOW SEMA3C SEPTIN9 SERF1A SERF2 SFRP2 SFXN1 SGK1 SHISA2 SHOC2 SHTN1 SIX2 SLBP SLC16A2 SLC1A6 SLC25A37 SLC29A1 SLC39A8 SLC4A7 SLCO4A1 SLITRK5 SMARCA5 SMC3 SMG1P2 SMG1P5 SMN1 SMS SMURF2 SNRPA1 SOD2 SORBS2 SPATA5L1 SPCS3 SPON2 SRGN SRM SRPK1 STAM STC2 STEAP3 SUCLA2 SUSD5 TACC2 TAP1 TAP2 TARDBP TBC1D4 TBRG4 TCERG1 TEX30 TFDP1 TFPI2 TGM2 TIAL1 TLCD4 TLE4 TM4SF1 TM4SF18 TMEFF1 TMEM14B TMEM33 TMEM47 TMSB4Y TNFRSF11B TNFRSF21 TNFRSF6B TPD52 TPD52L1 TPM1 TRABD2A TRIB1 TRIM8 TRIM9 TRPC4 TSPAN13 TSTD1 TWIST1 TXNL4A UBE2V2 UCHL1 UCHL5 USP6 VPS4B VRK1 WFDC21P WNT5B WWC3 ZFPM2 ZNF385D ZNF45 ZNHIT1 WANG_SMARCE1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_SMARCE1_TARGETS_UP ABCA1 ABTB3 ACAN ACTA2 ADD2 AKIRIN2 ALDH1L2 ALDH6A1 AMIGO2 ANG ANKRD44 ANOS1 ANTXR1 ATL3 ATP10D ATP11C ATP8B1 ATP9A ATXN1 AVIL BACE2 BCAM BCAT1 BEX3 BICD1 BMPR2 BOC BTD C1S CA12 CA4 CADM1 CALD1 CASK CBLB CCDC71L CCN4 CD109 CD200 CD24 CD24P2 CD55 CEMIP2 CFH CFI CGNL1 CHI3L1 CLEC2B COL12A1 COL15A1 COL1A1 COL3A1 COL5A1 COL6A3 COL8A1 CPE CTDSP2 CTHRC1 CYBRD1 CYLD DAB2 DACH1 DACT1 DCN DENND2B DIO2 DIP2B DIRAS1 DLL1 DLX6 DPYD DPYSL3 DSG2 EDIL3 EEIG1 EPAS1 ERI1 ETV6 F2R FAP FBLIM1 FBXO32 FHL2 FIBCD1 FKBP7 FLRT3 FN1 FNDC1 FOXO1 FRAS1 FRY FZD1 GABBR2 GABRA2 GALNT12 GAS5 GATA3 GHR GJB2 GLIPR2 GNG2 GRB10 GSN GSX2 GULP1 H2BC7 HEG1 HIPK3 HMCN1 HOXB5 HOXB6 HOXB7 HS3ST3B1 HS6ST2 IER5L IFIT2 IFIT3 IGFBP4 IGFBP5 IGFBP6 IL13RA1 IL1R1 INHBB IPMK IQGAP2 IRS1 ITGA2 ITGB3 ITGB5 ITGB8 ITM2A JAG1 JCAD JDP2 KCNC4 KIZ KLF7 KLHDC7B KLHL24 KLHL28 KLRC1 KRCC1 KRT18 LBH LIFR LIMA1 LIMS1 LINC00968 LMCD1 LNPK LPCAT2 LPP LRRFIP1 LUM MAFB MAN1C1 MAN2A1 MAP1B MAP3K4-AS1 MAP3K8 MARCKS MATN2 MCC MCF2L2 ME1 MFAP5 MFF MGP MKX MMP2 MRPL30 MYL9 MYLK MYOCD NAP1L3 NEGR1 NEXN NID1 NID2 NIPSNAP3A NLGN4X NPR3 NRIP1 NTRK2 NUCB1 NUPR1 OXTR PARVA PAWR PCDH10 PCDH7 PCDHB10 PCDHB14 PCDHB2 PCYOX1 PERP PGM2L1 PLAG1 PLAT PLCB1 PLD3 PLEKHG4B PLP1 PLSCR4 PLXDC2 PLXND1 PMP22 POSTN POU3F3 PPP1R3B PRG4 PROS1 PRR5L PRRX1 PRRX2 PRSS35 PTGFRN PTPN13 PTX3 RAB27A RARRES1 RASGRF2 RBMS1 RHOBTB3 RHOJ RNASE4 RNF144A ROR1 RPL31P46 RPL37 RTN1 S1PR3 SAMD5 SBSPON SDC2 SEL1L3 SERINC5 SERPINB3 SERPINB4 SERPINB7 SIPA1L1 SIPA1L2 SLC12A8 SLC16A7 SLC22A17 SLC44A1 SLFN5 SMIM14 SMTN SNX18 SOCS2 SOCS3 SPOCD1 SPOCK1 SPTLC3 SRPX STEAP1 STOM STON2 STRBP SULF1 SULF2 SYNE3 TAGLN TBX18 TCEAL8 TCEAL9 TCIM TDO2 TES TGFB1 TGFB2 TGFBI TGFBR1 TIMP2 TLCD2 TLE3 TLL2 TMEM108 TNFRSF19 TOX2 TPBG TRIB2 TSHZ2 TXNIP UNC5B VAT1L VCAN VLDLR WARS1 WT1 ZNF521 ZNF703 ZNF711 WANG_TARGETS_OF_MLL_CBP_FUSION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_TARGETS_OF_MLL_CBP_FUSION_DN ALDH7A1 AMOT CAT CCDC86 CCND2 CPOX CTSZ CUL4A CWC22 DEGS1 DLAT DOCK8 FABP5 FGF23 FTSJ3 G6PD GABARAPL1 GGCT GLRX3 GTPBP4 HARS1 IRAK1 KPNB1 LACTB NAA10 NIPSNAP1 NMD3 NRP1 OSBPL1A PITRM1 PPIC PSMC5 RASSF1 RIC8A RIOX2 SELENOW STRAP TMED10 TMEM109 TOMM70 TRIAP1 TSC22D1 TTC27 UXS1 VDAC1 ZNF559-ZNF177 WANG_TARGETS_OF_MLL_CBP_FUSION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_TARGETS_OF_MLL_CBP_FUSION_UP ADAM15 ADCY3 ATP6V1E1 CD14 CELA1 CENPV CEP350 CPD DNAH8 EVI2A EZR F10 FAM174B FERMT3 GLG1 GPC1 GTPBP2 HOXA9 IL12A ITSN2 KIF1B LAPTM4B LAPTM5 LRG1 MRPL11 MT1A NCAM1 NR2C2 OGFRL1 OOSP1 P2RY14 PGLYRP1 PIAS4 RAPGEF3 RGS10 RPL23A SIAH1 SLC38A3 STAC STK10 TMCO6 TRUB2 VCAM1 WFDC21P YWHAZ WANG_THOC1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_THOC1_TARGETS_DN AMHR2 CLDN11 CLU CTSL DHH GATA1 GATA4 GDNF INHBB KIT MAGEA4 NOTCH1 NR0B1 NR5A1 PPT1 SOX8 SOX9 TESMIN VDR WT1 WANG_THOC1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_THOC1_TARGETS_UP CCNA2 CYP11A1 GFRA1 HSD3B1 KRT18 WANG_TNF_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_TNF_TARGETS ADGRG1 BCL2L10 CD6 CD68 CSF2 CSF3 GDF15 GSTT1 IGDCC3 IL6 JUN KRT35 LIMK1 MADCAM1 MMP13 MMP3 NFKBIA NOTCH3 RPL9 SAA3P SELE SELP TNFAIP3 TRAF1 VCAM1 YY1 WANG_TUMOR_INVASIVENESS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_TUMOR_INVASIVENESS_DN ABCD4 ABCG1 ACTR2 AEBP2 AJUBA ANGEL2 ANKRD13A ANXA4 AP2A2 APLP2 ARF1 ARVCF ATF4 ATP1B1 ATP6V1A ATP6V1B2 ATRN B2M B4GALT1 BIRC6 BNIP3L BTG1 BTG2 BUD31 CACYBP CALR4P CANX CCL3 CCNG1 CCNI CD44 CD53 CD9 CDC123 CDH1 CEBPA CELF2 CINP CLK1 CNBP COL6A1 COMMD10 CORO1C CP CPOX CSAD CSF2RB CTNND1 CYTH3 DARS1 DEGS1 DHRS3 DHX15 DLG1 DLGAP5 DNASE2 DPH6 DYNC1LI2 ECI1 EEF1A1 EFNA5 EIF3G EMD ENO3 ERBB3 ERGIC2 ESD ESYT1 EXO1 FSTL1 FURIN GDI2 GM2A GNAI2 GNB1 GSK3B GTF3C4 H1-0 HABP4 HNRNPH2 HSD17B10 ID2 IGF2BP1 IGFBP5 IL16 IL17F ILF3 INSIG2 IQGAP1 IRAK1 ISG20L2 ITM2B IVNS1ABP JMJD6 KARS1 KBTBD2 KLHL9 LCP1 LIMD1 LITAF LPAR1 LUC7L3 LY6E MAP3K1 MARCKS MDFIC METTL26 MFNG MIA3 MPV17 MRPL19 MRPL38 MRTFB MSANTD1 MSN MYADM MYC MYEF2 MYL4 MYSM1 NAA35 NFIB NHERF1 NIPSNAP2 NOMO1 NPC1 NRAS NSD3 NUFIP2 PBXIP1 PCNP PDE6D PEX19 PHTF2 PKP3 PLAA PML POLR1B PPP1CB PPP1R12A PPP1R7 PPP2R2D PPP2R5C PRKCD PSMB1 PTGES3 PTX3 RAB11B RACGAP1 RAD1 RAD21 RANGAP1 RBM5 RBPJ RHAG RLIM RNF31 RNF4 RPL29 RPL3 RPL7L1 RSRP1 RYK SCYL1 SEC61A1 SFPQ SIRT3 SKP1 SLC27A1 SLC50A1 SMG7 SNHG7 SPIN1 SPINDOC SPP1 SRRM1 SS18L2 STK39 STX8 TBC1D10A TCEA1 TCF25 TCF7L2 TFB2M TGFB1I1 TGFBR3 TGOLN2 TMED5 TMEM254 TPM3 TRAP1 TSPYL1 TTBK2 TTC3 UBE2C UBE2H UBE2L3 UGDH UHRF1 VAMP3 VAPA VBP1 WDFY1 WDR1 WDR26 WNT4 XDH YME1L1 YWHAQ YWHAZ ZC3H7A WANG_TUMOR_INVASIVENESS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_TUMOR_INVASIVENESS_UP AAR2 ABCD3 ABCE1 ABCF1 ABCF3 ABHD8 ACADL ACAT2 ACTG1 ADD2 ADH5 AGPS AGT AIMP1 AK2 AKR1A1 AMD1 ANKFY1 ANTXR2 ANXA2 ANXA7 AP1G2 AP3M1 APH1A ARHGEF12 ARIH1 ARPC3 ARPC5 ARPP19 ASH2L ATP1A1 ATP2A1 ATP5F1A ATP5ME ATP5PB ATP5PD ATP6V1C1 B4GALT5 BAG1 BEX3 BLOC1S1 BRD2 BRD3 BRD4 BRD7 BTRC C1QB CALD1 CAMK2G CCDC47 CCN1 CCND1 CCT2 CCT3 CCT5 CD63 CD79A CDC42 CDCA3 CDHR4 CEND1 CENPK CIRBP CKS1B CLEC10A CLEC4A CLK2 CLTA CMTM5 CNN2 COL1A2 COMMD3 COX4I1 COX7A2 COX7C COX8A CPSF2 CRABP2 CRELD2 CTCF CTDP1 CTSZ CYCS DAB2 DAZAP1 DBI DDX1 DDX5 DEDD DGCR6 DIO1 DPP3 DPY30 EGLN1 EHD1 EID1 EIF2B3 EIF2S2 EIF3B EIF3H EIF4B EIF4G1 EIF4G2 EIF4H EIF5B ELAVL1 ENO1 ENY2 ERGIC3 ESPN EVL EZH2 EZR FAF1 FASLG FASN FAU FKBP3 FKBP4 FKBP9 FN1 FNBP4 FZD8 GABBR1 GAPDH GFI1B GFUS GLIPR2 GLUD1 GLUL GNAO1 GNAS GPN3 GTF3A H2AZ1 H3-3A HDLBP HEBP1 HIF1A HIGD1A HINT1 HMGB2 HMGCS1 HNRNPA2B1 HNRNPAB HNRNPR HNRNPU HS6ST1 HSD17B4 HSP90B1 HSPA4 HSPA5 HSPA8 HSPD1 HSPE1 HSPH1 IER2 IFITM1 IFITM2 IFITM3 IL7R IPO5 IPO7 IPO9 KCMF1 KIF11 KIF20A KIFAP3 KLF9 KLHL17 KPNA1 KPNA2 KPNB1 KRT19 KRT4 LAMB1 LAMC1 LOXL3 LRIG1 LRRC17 MAP1LC3B2 MAP3K12 MAPRE2 MARCKS MDP1 MKRN1 MOV10 MPDU1 MRPL57 MT1A MTMR3 NACA NAP1L1 NCL NCOR1 NCS1 NDUFB7 NDUFB8 NDUFC2 NDUFS2 NDUFS4 NDUFS6 NEDD8 NEFM NELFE NF2 NFE2L2 NFKBIA NHP2 NKAPD1 NPC2 NPM1 NR3C1 NUCKS1 NUDCD2 NUDT5 NUTF2 ORMDL3 PABPC1 PAF1 PAK1 PAQR7 PC PCBP1 PCM1 PCNA PER1 PEX13 PIGF PIK3CD PIP4K2A PKM PLAC8 PLCD1 PLOD1 PMPCA PNN PNP POLR1C POLR1D POSTN POU2F3 PPAN PPIA PRDX5 PRKAR1A PROS1 PSMA2 PSMA4 PSMA7 PSMB4 PSMC2 PSMC5 PSMD3 PSMG1 PSPH PTP4A2 PTTG1 PXK RAB7A RALBP1 RALGDS RALY RASA3 RBM10 RBX1 RDX RFC1 RNASEH2A RNF10 RPA2 RPL13A RPL14 RPL18A RPL19 RPL21 RPL27 RPL27A RPL28 RPL30 RPL32 RPL34 RPL35 RPL6 RPL7 RPL8 RPLP0 RPLP2 RPN1 RPS11 RPS14 RPS15A RPS16 RPS20 RPS21 RPS29 RPS3 RPS5 RPS6 RPS7 RPS8 RRAS2 S100A14 S100A6 SAMD4B SAP18 SCAF8 SDHA SEC61B SEC62 SEPTIN7 SERBP1 SGPL1 SHROOM3 SKI SLC12A4 SLC32A1 SLC34A1 SLK SMC1A SMC5 SMG1 SNORA33 SNRPD2 SPOUT1 SPTBN1 SRSF3 SRSF7 SSB SSH1 SSNA1 SSR3 STAT1 STAT5A STIP1 STK11 STRAP STX7 SUB1 SUPT5H SYK SZRD1 TACC3 TAF3 TARDBP TES TEX10 TGFBI TJP2 TKT TMSB10 TNRC6A TOMM20 TPM1 TPR TRIM28 TRIR TUBA1B TUBB TUBB2B TUBB4B TUBB6 TXNDC9 U2AF2 UBA2 UBE2K UBE2Q1 UBFD1 UBXN1 USP14 USP47 VCL VDAC2 VDAC3 VIM WDR3 WDR75 WDR89 WWP2 YBX1 YWHAG ZC3H13 ZMAT1 ZNF780A WARTERS_IR_RESPONSE_5GY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WARTERS_IR_RESPONSE_5GY ACER2 AEN APP ATF3 B2M BBC3 BEX3 BLOC1S2 BTG2 CAVIN2 CDKN1A CHADL COQ9 DDB2 DNAI2 DNAI3 E2F7 FAS FBXW7 FDXR GADD45A GASK1B GDF15 GDNF HAS3 HSPA4L LRATD2 MDM2 NINJ1 NOTCH1 OR11A1 PCNA PHLDB3 PIDD1 PLCL2 PLK3 POLH PPM1D RHOXF2 RRAD SESN1 SH2D2A SNX20 THSD1 TIGAR TNFRSF10C TP53INP1 TYMSOS VWCE ZNF597 WARTERS_RESPONSE_TO_IR_SKIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WARTERS_RESPONSE_TO_IR_SKIN ACBD6 ALCAM ANKRA2 ANKRD33B ASGR1 BBC3 BLOC1S2 BTG2 BTG3-AS1 CABYR CAVIN2 CCNG1 CDKN1A CES2 CFAP57 CHADL COMP DDB2 DEPDC7 DNAI3 DNAJB4 DRAM1 E2F7 ETV7 FAS FBXO22 FBXW7 FDXR FGFBP3 FOXP1 FRMD4A GDF15 GM2A HSPA4L ICAM5 JAM3 LASP1NB LINC00926 MAGT1 MDM2 MICALL2 MTCL1 NDUFAF8 NINJ1 NODAL NOPCHAP1 NOTCH1 OR11A1 PALM2AKAP2 PAPPA PIDD1 PLCL2 POLH POU2F2 PPFIBP1 PPM1D PRF1 RAD51C RAP2B RPS27L RRM2B RTTN SCN9A SESN1 SNORA24 SNX20 STING1 TGFBI THSD1 TIGAR TMEM120B TMTC3 TNFRSF10C TP53INP1 TP53TG1 TRIAP1 TRIM22 TYMSOS UNC5B-AS1 VWCE ZNF219 ZNF79 WATANABE_COLON_CANCER_MSI_VS_MSS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WATANABE_COLON_CANCER_MSI_VS_MSS_DN A1CF ACE2 ACSL6 ARL11 BRD3OS C3orf85 CADPS CBX5 CDHR1 CEL CELP CFTR CHP2 CXCL14 CYP2B6 DACH1 DUOX2 EMILIN3 FABP1 FREM2 GNG4 GPR143 GPR15LG GPS2 GPSM2 GRM8 HMGCS2 IGF1R IGF2 ISX KRT20 KRT23 LY6G6D MAB21L3 MAP3K12 MAP7D2 MGC32805 MUC12 MUC20 MYEF2 NME7 OLFM4 PCP4 PDK3 POLR3E PPP1R14C PTCD2 REEP1 RNU6-82P RUBCNL SEMA5A SHROOM4 SLC1A7 SLC26A2 SLC26A3 SLC35D3 SLC39A5 SPIN3 SPINK1 STAT5B TDGF1 TM2D1 TMCC1 TMEM106B TNMD USP53 VAV3 WIF1 ZMYM2 WATANABE_COLON_CANCER_MSI_VS_MSS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WATANABE_COLON_CANCER_MSI_VS_MSS_UP AGR2 CASP2 CRIP1 DUSP4 EIF5A ETV5 GAD1 HNRNPL IFI6 IQGAP3 MST1 MST1P2 MT1E MTA2 MUC5AC MYRF NCF2 PDE10A PLA2G4A RAB27B REG4 RGS1 SOX8 SRSF6 STRN3 TFAP2A TRIM7 USF1 ZIC2 WATANABE_RECTAL_CANCER_RADIOTHERAPY_RESPONSIVE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WATANABE_RECTAL_CANCER_RADIOTHERAPY_RESPONSIVE_DN ABCE1 ABR ACTN1 AGRN AHSA1 ANXA1 AP3S1 ARHGEF18 ARID5B ARIH1 ATG12 ATXN10 BET1 CAPG CASP4 CCDC6 CCT6A CFLAR CHD1 CHUK COL16A1 COL17A1 COL1A2 COL3A1 COL5A2 COL6A3 CUL1 DSG2 ENSA FLNA FXYD3 GLUD1 GRB10 GSK3B GSTP1 HARS2 HBB HMGXB4 HSPD1 HSPE1 ITGA1 ITGAV ITGB1 KBTBD2 KHSRP KLF10 KRT20 LGALS1 LGALS3 LUM LYN MAP4 MICB MNT NID2 NOP2 PCOLCE PFN2 PIK3R3 PLPBP POP5 POU2AF1 PPP1R12A PPP2CA PPP2R5C PRKCI PRKY PSMA6 PSMB5 PSMB6 PSPH PSPHP1 RAC2 RCN2 RHOBTB3 RPP38 RPS20 RTN4 SCARB1 SEC23A SIM2 SNX2 SPR SRP54 TBCC THBS2 TMEM147 TRAM1 TUBB2A TYRO3 WSB1 ZNF117 ZNF43 WATANABE_RECTAL_CANCER_RADIOTHERAPY_RESPONSIVE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WATANABE_RECTAL_CANCER_RADIOTHERAPY_RESPONSIVE_UP AARS1 ABCD3 ACVR1B ADGRG1 AHCYL1 AKR1C1 ARF4 ATP1A1 ATP5ME B2M BBLN BTN3A1 CBLB CD24 CD44 CDH1 CFB CFTR CHIT1 CITED1 CNOT1 COASY CSNK1D CTSA CUL4B CYB5B CYP2A13 DDB1 DDR1 DDX27 DHX15 DNAJC7 DRG1 DUSP3 EEF1A1 FCGRT FTH1 GAS6 GNAI2 GOLGA4 GPX2 GSE1 H3-3A H3P37 HADH HIPK1 HMGN4 HRH1 IDH3G IMPA2 IVNS1ABP KDR LAGE3 LAMP1 LYRM1 MARCHF6 MC1R MFSD10 MGRN1 MPST MRFAP1L1 MRPL12 NDUFB5 NDUFS6 NELFA NFKB1 NUDC PCK1 PDHB PDXDC1 PHLDB1 PIP5K1B POLR2K PPID PPP2R5A PRKAG1 PRKCD PROM1 PYGB RAP1A RBL2 REG1B RERE RPL13 RPL36A RPL38 RPS13 RPS27 RRM1 RSRP1 SARS1 SEL1L3 SLC35A3 SON SREK1 SUMO4 SURF1 TDGF1 TERF2IP TMEM115 TMEM63A TNRC6B TPR TRIM33 TRIM44 UBE4B USP10 USP4 VAMP7 WASHC2C WDR1 XRCC5 ZBED1 WATANABE_ULCERATIVE_COLITIS_WITH_CANCER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WATANABE_ULCERATIVE_COLITIS_WITH_CANCER_DN BTN3A1 CNOT6L CXCR6 CYSLTR1 GBP1 GBP4 GBP5 IGF2BP3 LCP2 NEDD9 NLRC5 PREX1 SAMSN1 SLA SSH2 WATANABE_ULCERATIVE_COLITIS_WITH_CANCER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WATANABE_ULCERATIVE_COLITIS_WITH_CANCER_UP ANGPTL2 CDKN1C EDIL3 FBN1 FHIP1A HS2ST1 ICA1 LCA5 LIMCH1 LRP5 LRP6 MN1 NOL3 PCSK5 PLXNB1 SELENOW SLC35D3 STK39 TXNRD3 WEBER_METHYLATED_HCP_IN_FIBROBLAST_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WEBER_METHYLATED_HCP_IN_FIBROBLAST_DN ACRBP ADAM30 AURKC BOLL BRDT CABYR CATSPER2 CMTM2 CRISP2 DAZL DKKL1 FTMT GAPDHS GTF2A1L HSPB9 INSL6 LPIN1 MORC1 MOV10L1 ODF2 PAPOLB PLAAT5 POTEB POTEG PRSS50 RBMXL2 REC8 RPL10L SHCBP1L SOX30 SPACA1 SPATA22 SPO11 STK31 SYCP1 SYCP2 TCP11 TPTE TRPM4 TSSK6 TULP2 ZPBP ZPBP2 WEBER_METHYLATED_HCP_IN_FIBROBLAST_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WEBER_METHYLATED_HCP_IN_FIBROBLAST_UP DMRT1 PHF7 PIAS2 SPA17 SPAG6 SPATA4 WEBER_METHYLATED_HCP_IN_SPERM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WEBER_METHYLATED_HCP_IN_SPERM_DN ACRBP ADAM30 AURKC BRDT CABYR CMTM2 CRISP2 DMRT1 GTF2A1L INSL6 MORC1 PAPOLB PIAS2 POTEB RBMXL2 RPL10L SHCBP1L SOX30 SPA17 SPAG6 SPATA4 SPO11 STK31 SYCP1 SYCP2 TSSK6 TULP2 ZPBP ZPBP2 WEBER_METHYLATED_HCP_IN_SPERM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WEBER_METHYLATED_HCP_IN_SPERM_UP BOLL CATSPER2 DAZL DKKL1 FTMT GAPDHS HSPB9 LPIN1 MOV10L1 ODF2 PHF7 PLAAT5 POTEG PRSS50 REC8 SPACA1 SPATA22 TCP11 TPTE TRPM4 WEBER_METHYLATED_ICP_IN_FIBROBLAST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WEBER_METHYLATED_ICP_IN_FIBROBLAST ACTL7B ADAM18 ADAM2 ANKRD7 CTCFL DDX4 ELOA2 H1-6 H2BC1 LDHC PDHA2 POTEA PPP3R2 PRAME PRM2 PRSS21 RNF17 TDRD1 TEX12 TSSK2 TUBA3C WEBER_METHYLATED_ICP_IN_SPERM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WEBER_METHYLATED_ICP_IN_SPERM_DN ADAM18 ADAM2 DDX4 ELOA2 H1-6 H2BC1 LDHC PDHA2 PPP3R2 PRAME RNF17 TEX12 TUBA3C WEBER_METHYLATED_ICP_IN_SPERM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WEBER_METHYLATED_ICP_IN_SPERM_UP ACTL7B ANKRD7 CTCFL POTEA PRM2 PRSS21 TDRD1 TSSK2 WEBER_METHYLATED_IN_COLON_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WEBER_METHYLATED_IN_COLON_CANCER ADAM12 ALX4 C1orf53 CDCA2 DAP FOXF1 GATA3 PAX6 RASL11A RPS27L SHH SIAH3 TGFB2 TTC23L WSCD2 WWTR1 ZNF566 ZNF677 WEBER_METHYLATED_LCP_IN_FIBROBLAST_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WEBER_METHYLATED_LCP_IN_FIBROBLAST_DN AKAP3 ASB17 ATP6V1E2 CST9L CYLC2 LEMD1 PGK2 TEX15 TSGA10 UBQLN3 WEBER_METHYLATED_LCP_IN_FIBROBLAST_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WEBER_METHYLATED_LCP_IN_FIBROBLAST_UP CATSPER1 CATSPER3 CCIN CST8 FSCN3 H1-7 KLHL10 MS4A5 OAZ3 ODF1 SPACA4 SPATA3 TNP1 WEBER_METHYLATED_LCP_IN_SPERM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WEBER_METHYLATED_LCP_IN_SPERM_DN AKAP3 ASB17 CYLC2 H1-7 LEMD1 PGK2 TEX15 TSGA10 WEBER_METHYLATED_LCP_IN_SPERM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WEBER_METHYLATED_LCP_IN_SPERM_UP ATP6V1E2 CATSPER1 CATSPER3 CCIN CST8 CST9L FSCN3 KLHL10 MS4A5 OAZ3 ODF1 SPACA4 SPATA3 TNP1 UBQLN3 WEIGEL_OXIDATIVE_STRESS_BY_HNE_AND_H2O2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WEIGEL_OXIDATIVE_STRESS_BY_HNE_AND_H2O2 APC ARHGDIA CCNT1 CCR1 CDC20 CDC25A CDH2 CDK9 CDKN2D CSNK1G2 CTNNB1 DDR2 ELK1 ERBB2 F2R FECH FGFR1 GNB1 GNB2 GTF2B HGF HINT1 IL18 ITGA7 JUN MARCKSL1 MYBL2 MYC NFE2L1 PAIP1 PHB1 SPRY2 SYP TANK TSC2 UBE2A WEIGEL_OXIDATIVE_STRESS_BY_HNE_AND_TBH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WEIGEL_OXIDATIVE_STRESS_BY_HNE_AND_TBH ATR BAD BCL2L1 BMP1 BRAF CAPN2 CD47 CDKN1C CLU CPE CREB1 CTSL CTTN DFFB DST E2F1 EFNA4 ERBB4 ERCC5 ETS1 ETS2 ETV3 EZR FASTK GAK GPX2 HBEGF HSPA2 HTT IGF1R IL3 IL6ST IL9 ITGA6 ITSN1 LYN MARK3 MLH1 MYLK NFATC1 NME2 PPP1CA PPP3CA RARB REL RXRB S100A1 SELENBP1 SMAD1 SP2 STAT6 TADA3 TCF3 TERF1 TNFRSF1A TSG101 TSPAN31 YBX3 YWHAH WEIGEL_OXIDATIVE_STRESS_BY_TBH_AND_H2O2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WEIGEL_OXIDATIVE_STRESS_BY_TBH_AND_H2O2 ACTB BAK1 BMP4 CAPN2 CDC25C CDH11 CDK10 CDKN2B CTNNA1 DYNLL1 FMO1 HDAC1 HGFAC HLA-C HSPA13 ITGAL ITGB4 ITGB5 MMP11 PPP1R8 QSOX1 RB1 RNH1 RPA1 RPL13A SF1 SLC7A5 SPINT2 SRF TCEA1 TP53 TPP1 TUBA1B VCAM1 ZYX WEIGEL_OXIDATIVE_STRESS_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WEIGEL_OXIDATIVE_STRESS_RESPONSE ADORA1 AMPH APP ARHGDIA BAX BNIP3 CAPNS1 CASK CCNA2 CDH3 COMT CUX1 DAPK1 DNPH1 FOS GNAS HMGA1 ID1 IER3 IGFBP2 ITGA5 ITGB6 JUND LCAT MCM4 NF2 NFIX NFKB1 NR2F6 PIK3R2 POLD1 RBL2 ZNF91 WEINMANN_ADAPTATION_TO_HYPOXIA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WEINMANN_ADAPTATION_TO_HYPOXIA_DN ALDH3A1 ANP32A CADM1 CD55 COL15A1 COL3A1 CRLF1 DMD EPAS1 HSPA1B ID3 IER3 IGFBP3 IGFBP7 IL18R1 IL1A IL6 KCNK1 LPL MARCKS MEST MMP1 NMU NNMT NRCAM NT5E PLA2G4A PLAUR RGCC SDC4 SLC16A3 SOD2 STC2 TFPI2 TPBG TPM1 UGCG VEGFC WEINMANN_ADAPTATION_TO_HYPOXIA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WEINMANN_ADAPTATION_TO_HYPOXIA_UP ALDH3A1 ANP32A BAG1 CADM1 CALM1 COL15A1 COL3A1 CRLF1 DMD GSTA4 HMOX1 HSPA1B ID3 IGFBP7 KCNK1 LPL MAP2K6 MARCKS MEST NMU NNMT NQO1 RGCC SLC16A3 TPBG TPM1 WEI_MIR34A_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WEI_MIR34A_TARGETS AAGAB ACBD3 ACSL4 ADK AK2 ALDH5A1 ANXA5 ARGLU1 ARHGAP1 ARHGAP36 ARPP19 ASXL2 ATPAF1 B3GALNT1 BAZ2A BCL11B CALB1 CASP2 CD47 CDK6 CHRAC1 COL4A2 CPSF6 CREB5 CRTAP CTNND2 CTSB CYB5B CYREN DCTN5 DDX17 DNAJC24 DPYD E2F5 EARS2 EPB41 ERLIN1 FAH FAM120AOS FAM167A FAM76A FIGN FKBP1B FLOT2 FUT8 GALNT7 GINS3 GLCE GMFB GOLPH3L GORASP2 GPALPP1 GTF2F1 HACE1 HIP1 HMGCS1 HMGN4 INCENP IPO9 JAKMIP1 JPH1 KANK2 KCNK3 KIT LGR4 LRRC40 MAP2K1 MAPK1IP1L MBLAC2 MDM4 METAP1 METTL16 MGAT5B MID1 MLLT3 MPP2 MRPL10 MSANTD3 MTAP MTMR12 MTMR9 MYB NAA50 NAGPA NOL10 NPHP3 NUMBL NUP210 OBSL1 PALLD PAM PAQR3 PDGFRA PDGFRB PER2 PIP4P2 PIP5K1A PKIA PKP4 PLAGL1 PLPBP PMF1 PNPLA8 PPP1R16B PPP4R2 PROX1 RAB29 RAB43 RALGPS2 RBBP5 RCAN1 RECK RHOQ RPL28 RXYLT1 S100PBP SAR1A SFT2D1 SGPP1 SLC38A1 SLC44A1 SLC7A2 SMAD4 SMARCC1 SNAI1 SNX12 SNX15 SOX9 ST8SIA3 STC1 SWAP70 SYT1 SYT4 TENT5A TFDP2 TMCC3 TMEM184B TMEM35A TPD52 TSEN15 TTC33 ZCCHC24 ZFPL1 ZNF207 ZNF395 ZYG11B WEI_MYCN_TARGETS_WITH_E_BOX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WEI_MYCN_TARGETS_WITH_E_BOX AASDHPPT ABCC4 ABCE1 ABCF2 ABRACL ACLY ACVR1B ADPGK AHCTF1 AHRR AHSA1 AKAP1 AKAP7 ALDH1A3 ALDOA ALK AMD1 ANAPC5 ANKRD39 ANLN ANP32E ANXA2 APMAP APTX ARL5A ARNT ARPC5L ASAP3 ASB9 ASCC3 ASXL1 ATAD2 ATL2 ATL3 ATP10B ATP11C ATP13A3 ATP23 ATP2A2 ATP2B1 ATP5MC1 ATP6V0B ATP6V0E1 ATP6V1C1 AURKB B3GALT1 B4GALT2 BACE2 BAG2 BASP1 BAZ1A BCAN BCCIP BCL3 BID BIRC5 BLM BLOC1S6 BMX BPNT2 BRIX1 BUB1 BUB1B BYSL C11orf24 C12orf29 C15orf61 C1orf109 C1orf112 C1orf115 C1orf131 C2orf76 C3orf14 C4orf46 C4orf46P1 C5AR2 C9orf40 C9orf78 CA12 CA2 CACYBP CALM1 CALM2 CALM3 CALR CANT1 CAPN15 CARNMT1 CASP8 CBFB CCDC137 CCDC138 CCDC59 CCDC77 CCHCR1 CCND2 CCNE1 CCNE2 CCT2 CCT6A CCT7 CCT8 CD58 CDC123 CDC25A CDC42 CDC6 CDC7 CDCA5 CDK1 CEACAM3 CEACAM6 CELA3A CENPA CENPK CENPV CEP78 CERS6 CFAP20 CFAP410 CFL2 CHAC2 CHCHD1 CHCHD4 CHEK1 CHML CHN2 CHRNA5 CHST4 CIAO2A CISD1 CISD2 CKAP4 CLEC4M CLN3 CLN5 CLN6 CMC1 CMC2 CMSS1 CNOT7 COMMD8 COPS3 COPS8 COQ3 CORO7 CREM CRLS1 CSE1L CSK CSRP2 CTPS1 CTTN CUTC CWF19L1 CYP11A1 CYP3A4 DAPK3 DAZAP1 DBI DCAF13 DCBLD2 DCSTAMP DCTPP1 DDIAS DDX10 DDX18 DDX20 DDX21 DDX25 DDX46 DEF8 DEPDC1 DEPDC1B DHX33 DHX37 DHX9 DIAPH1 DIMT1 DKC1 DNAJB11 DNMT1 DNTT DNTTIP2 DOLK DOT1L DPYSL3 DR1 DSCC1 DUS3L DUSP14 DUSP5 DYNC1LI1 DYNLL2 DYNLT3 E2F3 E2F7 EBP EEF1E1 EFHD2 EFNA3 EGLN1 EHD4 EIF2B3 EIF2S1 EIF3B EIF4G1 EIF5 EIF5B ELOA ELOC ELOCP29 EMP1 ENDOD1 ENO1 ENOPH1 EPDR1 ERGIC2 ERO1A ESF1 ETF1 EVI5L EXOSC2 EXOSC3 EXOSC9 F2RL1 FAHD1 FAM162A FAM210A FAM216A FAM83D FANCC FARSB FASN FASTKD2 FBXO22 FBXO45 FGA FGB FKBP4 FLAD1 FNDC4 FOSL2 G2E3 G3BP1 GCLM GEM GEMIN5 GEMIN6 GEN1 GFM1 GFOD1 GGA2 GGCT GHITM GLI4 GLIPR1 GLP1R GLRX2 GLRX3 GLS GMNN GNAO1 GNL2 GNPDA1 GOLM1 GOLT1B GOSR2 GPAT3 GPD2 GPN3 GPR21 GRB10 GRB2 GRPEL1 GTF3C4 GTPBP10 GTPBP3 HACD3 HAMP HAT1 HAUS2 HAUS6 HDAC8 HDHD5 HELLS HGS HK2 HLCS HMGB1 HMMR HNRNPC HNRNPDL HNRNPM HNRNPU HOMER1 HPGD HPRT1 HPS1 HRAS HS2ST1 HSPA14 HSPA1A HSPA1B HSPA4 HSPA8 HSPH1 HTR3A HYAL2 ICAM2 ICAM3 IDE IDI1 IFT25 IMP4 INO80C INTS10 IPO11 IRAK1 ISOC1 ITGA6 JADE2 JADE3 JKAMP JPT1 KANK1 KANSL2 KAT14 KATNIP KCNMA1 KITLG KLHL13 KLHL18 KLHL8 KPNA4 KPNA6 KPNB1 KTN1 L3HYPDH LACTB2 LAPTM4B LARP4 LAS1L LDLRAD3 LEPROTL1 LIN28B LLPH LLPHP3 LONRF2 LPCAT1 LPGAT1 LRFN4 LRP8 LRR1 LRRC15 LRRC58 LSG1 LSM10 LSM4 LSM6 LYAR LYN LYSMD2 MAD2L1 MALSU1 MAN1A2 MANEA MANF MAP2K3 MAP2K6 MAP7D1 MAPKAPK3 MAPRE1 MASTL MBP MCM10 MCM4 MCM8 MCMBP MCUR1 ME1 MED10 MESD METTL21A MGST1 MIPEP MIS18A MIS18BP1 MIX23 MLEC MLKL MLPH MND1 MOB4 MOG MPHOSPH10 MPHOSPH6 MPZL1 MRPL1 MRPL14 MRPL15 MRPL18 MRPL19 MRPL22 MRPL27 MRPL30 MRPL35 MRPL36 MRPL39 MRPL4 MRPL41 MRPL42 MRPL47 MRPL50 MRPL58 MRPS12 MRPS15 MRPS18C MRPS2 MRPS23 MRPS28 MRPS30 MRPS35 MRPS36 MRTO4 MSH2 MSX1 MTCH2 MTDH MTFMT MTFR1 MTFR2 MYCN MYLK MYO5A MZT1 N4BP2L1 NAA15 NAA25 NAE1 NAMPT NCS1 NDC1 NDUFAF4 NDUFAF5 NDUFAF6 NDUFB3 NDUFS6 NDUFV3 NEDD4 NETO2 NFATC1 NFIC NFKBIB NIFK NLN NME1-NME2 NME2 NMNAT2 NMT1 NOL11 NOLC1 NOP14 NOP16 NOP2 NOP58 NOX1 NR4A1 NSDHL NSUN2 NUDCD1 NUDT15 NUDT19 NUDT5 NUP107 NUP155 NUP35 NUP37 NUP43 NUP58 NUP88 NXPH4 NXT2 OAS2 OAT OBI1 ODC1 OGFOD1 OPA1 ORC6 OSTM1 OTUD6B OXNAD1 P2RX2 P2RX7 PA2G4 PABPN1 PACRG PAICS PALM2AKAP2 PAPOLA PARP1 PBDC1 PCDHB1 PCMT1 PDCD2L PDCD6 PGBD5 PGK1 PGM2 PGP PHB1 PHF5A PHLDA2 PKNOX1 PLCB1 PLLP PLPP2 PMM2 PNO1 PNP PNPO PNPT1 POLE2 POLE3 POLE4 POLR1B POLR1G POLR2F POLR3B POLR3K POP1 POP4 POP7 POPDC3 PPAT PPFIA4 PPID PPIF PPIH PPM1E PPM1G PPP1R1A PPRC1 PRIM2 PRMT1 PRMT3 PRPF40A PRPS1 PRR15L PSD4 PSMA3 PSMA5 PSMD1 PSMD12 PSMD13 PSMD14 PSMD2 PSME3 PSMG1 PTDSS1 PTPN7 PTS PUM3 PUS1 PUS7 PVR PWP1 QRSL1 QSER1 RABEPK RABGGTB RAD51C RAD54B RB1 RBBP7 RC3H1 RCC1 RCL1 REXO2 RFC3 RFT1 RFWD3 RIF1 RIOK1 RIOK2 RIPK2 RIPPLY3 RNASEH1 RNF126 RNF138 RPP30 RPP40 RPS19BP1 RRM2 RRP15 RRP1B RRP9 RUVBL1 S100A2 S1PR4 SAAL1 SAMD4A SAP30 SBNO1 SCARB1 SCFD2 SCG2 SCGB1D1 SCO1 SDC1 SDC3 SDF2L1 SEH1L SELENOI SELENOT SELENOTP1 SERBP1 SERPINE2 SF3B5 SFPQ SFXN4 SGO2 SH3GL2 SHMT1 SIGMAR1 SIVA1 SKA3 SKP2 SLC12A2 SLC16A1 SLC18A2 SLC18A3 SLC1A2 SLC20A1 SLC25A10 SLC25A20 SLC25A32 SLC25A39 SLC35B1 SLC35G2 SLC39A14 SLC39A2 SLC39A6 SLC39A8 SLC52A2 SLC9A1 SLCO4A1 SLIRP SMARCA4 SMC1A SMC2 SMC6 SMNDC1 SNRNP70 SNRPD1 SNRPF SPATA5L1 SPCS3 SPDL1 SPHK1 SPOCD1 SPRING1 SRFBP1 SRM SRP19 SRPK1 SRPRB SRSF7 SRXN1 SSR1 SSX2IP STAMBPL1 STARD3NL STARD7 STEAP1 STIP1 SUCLG1 SULT2A1 SUPV3L1 SURF4 SVIP SYCP1 SYMPK SYNCRIP TAF13 TAF1A TAF4B TAF9 TEAD4 TFAM TFRC THAP5 THOP1 THUMPD2 TIGAR TIMM10 TIMM17A TIMM21 TIMM50 TIPIN TJP2 TM2D2 TMED5 TMEM126B TMEM138 TMEM167A TMEM167AP2 TMEM177 TMEM19 TMEM38B TMEM70 TMEM97 TMX1 TNPO3 TOMM34 TOMM5 TOP1 TOR3A TOX4 TPM3 TPRKB TRAFD1 TRIAP1 TRIB1 TRIP13 TRMT1 TRMT10C TRMT6 TSN TTC27 TTL TUBB TUBB6 TXNDC9 TYRP1 UAP1 UBAP2L UBE2N UBE3B UBQLN1 UCHL3 UCHL5 UCK2 UHRF1 UMPS UNKL UPF2 UQCC3 URB2 USP14 USP5 UTP18 UTP25 UTP4 UXS1 VCAN VCP VDR VMA21 VRK1 WDR1 WDR12 WDR4 WDR43 WDR75 WDR77 WNT2B XIAP XPO6 XRCC4 YARS2 YDJC YWHAH ZBTB2 ZBTB38 ZC3H13 ZC3H18 ZFP41 ZHX2 ZMPSTE24 ZMYND19 ZNF100 ZNF267 ZNF330 ZNF468 ZNF511 ZNF593 ZNF639 ZNF680 ZNRD2 ZWILCH WELCH_GATA1_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WELCH_GATA1_TARGETS ABCB10 ALAD ALAS2 ANK1 BACH1 DMTN FTL GSTT2 GYPA HBA2 HBD HBE1 HBZ HMBS KLF1 MAFG MAFK NFE2 PPOX SLC4A1 STOM TFRC UROD UROS ZFPM1 WELCSH_BRCA1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WELCSH_BRCA1_TARGETS_DN AGPAT2 AIMP2 ALG3 ANXA11 AP3D1 APEX1 ATIC BMS1 BOP1 BRD2 BYSL CAD CCDC85B CCND1 CCNE1 CDC123 CDC25B CDC37 CDK4 CHAF1A CHD4 CKAP4 CLTA CTPS1 CYC1 DANCR DDT DDX10 DDX11 DHCR24 DNAJC7 DNTTIP2 DUSP1 EDC4 EIF2B2 EIF3B EIF3E EIF4H EMG1 EZR FARSA FASN FDFT1 FGFR3 FKBP4 GAL GALK1 GCSH GTF3C2 H1-10 H4C3 HCFC1 HDLBP HK1 HRAS HSF1 HSP90B1 HSPA1B KAT2A KDM5C KRT6B LMNB2 MANF MCL1 MCM2 MGST1 MLEC MOGS MRPS12 MTHFD1 MYC NAA80 NARS1 NDRG1 NME3 NMT1 NOLC1 NOS2 NPIPB3 NSDHL NUP188 NUP214 P2RX4 PABPC4 PDCD11 PHKG2 PIEZO1 PKN1 PMPCA POLD1 POLG POLRMT PPAT PPM1F PRKACA PRRC2A PSMD1 PWP2 RABEPK RAE1 RARS1 RASSF7 RCC1 RPIA RRP1B RXRA SAFB SCAP SCRIB SEC24C SF3A3 SF3B2 SKIC2 SLC19A1 SLC1A3 SLC1A5 SLC29A1 SLC39A7 SLC6A8 SLC7A5 SMAD6 SMARCA4 SNRNP70 SNRPA1 SON SOX4 SRM SRPK1 SRSF11 SSBP1 SSRP1 STC1 TAF1C TCOF1 TRAP1 U2AF1 UBAP2L UBL4A USP5 VDAC1 XRCC5 WELCSH_BRCA1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WELCSH_BRCA1_TARGETS_UP ABCD3 ACTA2 ACTR1B ADCYAP1 ADD1 ADD3 ADSS2 AGPS ALCAM ALDH7A1 ANXA1 ANXA2 ANXA4 ANXA5 ANXA7 ARF6 ARPC1A ATP5PB ATP6V0A1 ATXN10 B2M BNIP3 CAT CCNG2 CCT7 CD46 CD47 CD9 CDK1 CDKN1A CIRBP CITED2 CKS2 CLTB CMKLR2 COPS2 COPS8 CREB1 CSNK1A1 CTSL CXADR CYBA DDOST DDX3X DEK DR1 ECH1 EIF4B ENPP2 EPCAM EXOC5 EXTL2 FCGRT FGF9 FOXD1 FSTL1 GALNT3 GATA3 GATD3 GET1 GNAI1 GNB1 GPS2 GSTZ1 GTF2I GUCY1B1 H1-0 H2AC18 H4C14 HAGH HDAC1 HEXB HLA-DRB1 HMGCL HMGN3 HMGN4 HMMR HSPA5 ID2 ID2B ID4 IDH1 IGF2R INPP5K IQGAP1 ITGA1 ITGB3BP JAK1 KAT5 KCNK1 KDELR2 KIF11 KIF2A KIF2C KIF5B KIFAP3 KLHDC3 KRT4 LAMA3 LEPROT LIMS1 LIPA LUM MAP2K1 MAP2K4 MAP4K5 MAT2A MEF2C MFGE8 MGAT2 MICB MLH1 MPV17 MTOR MYH10 MYL12A NAT1 NDUFA12 NDUFA4 NDUFS1 NEU1 NFYC NID1 NIPAL3 NKX2-1 NPC2 NPEPPS NR3C1 NTS PAM PBX3 PCBD1 PGRMC1 PICALM PLD3 PPIC PPP1R1A PPP2R5C PPP4C PPP6C PRCP PRKAR1A PTCRA PTGR1 PTPN1 QPCT RAB1A RAB2A RAB4A RAB5B RAB6A RAB7A RAB8A RABGGTB RBM3 RDX RHOC RPS6KA3 RRAS RRM2 SCAMP1 SDHC SEC23A SELENOP SEPHS2 SERINC3 SERPINB1 SMC1A SRSF3 SRSF5 SSR1 STAT1 SUCLG1 TAF11 TAF12 TCEAL1 TFPI2 TIMM17A TM9SF1 TM9SF2 TMBIM6 TMED10 TMED10P1 TMED2 TMPO TOP2A TRAM1 TSG101 TSNAX TUBB TUBB3 TXNDC9 UBE2D3 VAMP3 WWP1 XIST YBX3 ZNF148 ZNF267 ZNF43 ZNF711 WENDT_COHESIN_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WENDT_COHESIN_TARGETS_UP AGTPBP1 ALCAM ASPH ATG5 CAMSAP2 CAST ELF2 EXOC6 FRA10AC1 FUT8 GOLGA8A JMJD1C MEF2A MKLN1 OXR1 PFDN4 PIK3R3 PLEKHA5 POLR2M PTK2 REEP3 RND3 SEPTIN7 SREK1 STK3 TLK2 TNPO1 TOP2B TRMT11 USP25 VTA1 YOD1 WENG_POR_DOSAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WENG_POR_DOSAGE ACOT1 ACOT2 ACTG1 ANTXR2 ANXA5 ASNS CES2 CYP2A6 CYP2B6 CYP2C18 CYP2C19 CYP7A1 ENTPD5 FGL1 GADD45B GSTA2 GSTM1 HMOX1 LGALS1 LGALSL RETSAT SLCO1A2 VNN1 WENG_POR_TARGETS_GLOBAL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WENG_POR_TARGETS_GLOBAL_DN ACOT1 ACOT2 APOA4 ATF5 CYP2C19 CYP4A11 CYP7B1 EGR1 EHHADH ELOVL5 FABP2 FGL1 GRN HSD17B10 HSD17B11 HSDL2 HSPH1 MGLL MTAP NAA80 RAB30 RAD51B RETSAT SLC22A5 VNN1 WENG_POR_TARGETS_GLOBAL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WENG_POR_TARGETS_GLOBAL_UP AQP8 CES2 CYB5B CYP2B6 CYP2C18 CYP51A1 CYP7A1 DHCR7 ETHE1 FDPS GCK GSTA2 GSTM1 HMGCS1 IDI1 MSMO1 SCD SQLE TCEA3 WENG_POR_TARGETS_LIVER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WENG_POR_TARGETS_LIVER_DN ACOT1 ACOT2 APOA4 ATF5 BDH1 CYP4A11 CYP7B1 EHHADH FABP2 FGF1 HSD17B11 HSD3B1 HSPH1 IGF1 NOCT PNPLA7 RAB30 RAD51B RETSAT SDC4 SDS SERPINA3 VNN1 WENG_POR_TARGETS_LIVER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WENG_POR_TARGETS_LIVER_UP ACTG1 AHR ALDH1A1 ANTXR2 ANXA5 AQP8 ASNS C11orf54 CD36 CES2 CLDN3 CSAD CYB5B CYP26A1 CYP2A6 CYP2B6 CYP2C18 CYP51A1 CYP7A1 DHCR24 ENTPD5 ETHE1 FDPS GADD45B GSTA2 GSTM1 HMGCS1 HMOX1 IDI1 LGALS1 LGALSL LPL MSMO1 PGD PRNP SCD SLCO1A2 SQLE TMEM176A TMEM97 UGDH UGT2B10 WESTON_VEGFA_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WESTON_VEGFA_TARGETS ADD2 ADGRE1 ADORA2B ANGPT2 ANKRD1 AQP7 ART4 BCKDHA BDNF BGN BMP4 BMP6 C1S CCL2 CCL7 CD34 CD9 CEACAM1 CFHR1 COL1A2 COL6A1 COL6A3 CXCL1 DLEU2 DYNLL1 EFEMP1 ELN ESR1 FAP FBP1 FGFBP1 FHL3 FOXO1 GALNT1 GCHFR GEM GGH GJA4 GSTT1 HCLS1 HEMGN HEXA HSD11B2 HTR2B IFI27 IL32 ISL1 KDR KRT18 KRT7 LMO2 MALSU1 MEST MGP MMP1 MMP10 MMP2 MPHOSPH10 MRPL19 NDUFA1 NID2 NNMT NR4A1 OXTR PDE4B PGF PIM1 PIR PNP POSTN PRKCI PRR29 PVALB RALA RANGAP1 RBX1 ROR2 SAT1 SDC4 SEMA5A SGCE SHC3 SLC49A4 SLC6A8 SP3 SULT1E1 TFPI2 THY1 TIE1 TNFSF10 TRIM23 UBD UNG VCAN VWF WESTON_VEGFA_TARGETS_12HR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WESTON_VEGFA_TARGETS_12HR ANKRD1 AQP7 BDNF BGN CCL2 CFHR1 COL1A2 COL6A3 DLEU2 ELN FGFBP1 GEM MEST MGP MMP2 NNMT OXTR SAT1 SDC4 SGCE SLC49A4 SLC6A8 SP3 SULT1E1 TFPI2 THY1 UBD WESTON_VEGFA_TARGETS_3HR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WESTON_VEGFA_TARGETS_3HR ADD2 ADGRE1 ANGPT2 ANKRD1 AQP7 BCKDHA BGN BMP4 BMP6 CCL2 CD34 CD9 CEACAM1 CXCL1 DLEU2 DYNLL1 EFEMP1 ELN ESR1 FGFBP1 FOXO1 GALNT1 GCHFR GGH GJA4 GSTT1 HCLS1 HEMGN HEXA HSD11B2 IFI27 IL32 ISL1 KDR KRT7 LMO2 MALSU1 MGP MMP1 MMP10 MPHOSPH10 MRPL19 NDUFA1 NNMT NR4A1 PDE4B PGF PIM1 PIR PNP PRKCI PRR29 RALA RANGAP1 RBX1 SAT1 SHC3 SLC6A8 SP3 SULT1E1 TFPI2 TIE1 TNFSF10 TRIM23 UNG VWF WESTON_VEGFA_TARGETS_6HR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WESTON_VEGFA_TARGETS_6HR ADORA2B ANKRD1 AQP7 ART4 BCKDHA BDNF BGN BMP4 C1S CCL2 CCL7 CFHR1 COL1A2 COL6A1 COL6A3 ELN ESR1 FAP FBP1 FGFBP1 FHL3 GEM GJA4 GSTT1 HTR2B ISL1 KRT18 MEST MGP MMP2 NID2 NNMT OXTR POSTN PVALB ROR2 SAT1 SDC4 SEMA5A SGCE SHC3 SLC49A4 SLC6A8 SP3 SULT1E1 TFPI2 THY1 TNFSF10 UNG VCAN WEST_ADRENOCORTICAL_CARCINOMA_VS_ADENOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WEST_ADRENOCORTICAL_CARCINOMA_VS_ADENOMA_DN APOE APOL3 BTN2A1 C1QB CD7 CYB5R3 CYP11B1 DGAT1 EMCN GIMAP6 GLS GLUL GRHL2 HLA-DPA1 HLA-DPB1 HLA-DRA HLA-DRB1 HRC KTN1 PAH PART1 PLAGL1 SLC25A24 SUSD6 TGFBR2 WEST_ADRENOCORTICAL_CARCINOMA_VS_ADENOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WEST_ADRENOCORTICAL_CARCINOMA_VS_ADENOMA_UP AUNIP CD22 CDK16 CELF3 DDX56 DLL3 DUOX2 ELOB FAT1 GGCT HOXB13 IGLVIVOR22-1 LONRF3 MED27 NLE1 NUP88 PRPF3 SAP130 SLC35C1 TRAIP WT1-AS WEST_ADRENOCORTICAL_TUMOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WEST_ADRENOCORTICAL_TUMOR_DN AADAC AAK1 ABCB1 ABCG1 ABHD14A ABLIM1 ACADVL ACSF2 ACSM5 ACTG1 ADAM22 ADAMTSL3 ADH1B ADIPOQ AEBP1 AGTR1 AHNAK AKR1B1 AKR7A2 ALAS1 ALDH1L1 ALDH3A2 ALDH6A1 AMPD3 AMT AOC4P AOX1 APOC1 APOD APOL6 ARAP1 ARHGAP25 ARHGEF15 ARHGEF3 ARL17A ARMC9 ASB13 ASCC1 ASMTL ASPN ATP10A ATP1A2 ATP1B3 ATP2B3 ATRX AXL B3GNT4 BAALC BCAT2 BDH2 BGN BTG2 C1QTNF1 C1R C1S C3 C7 CALD1 CALHM2 CAMK1 CASKIN2 CASP9 CAT CAVIN1 CBFA2T3 CCDC85B CCL2 CCN3 CCNL1 CD248 CD2BP2 CD302 CD34 CD55 CD81 CDC42EP4 CDH2 CDH6 CEBPD CEP68 CER1 CERK CFD CFH CHD3 CHD4 CHRDL1 CIB2 CLEC3B CLUAP1 CNN2 CNNM2 CNOT1 CNP COL4A3 COL4A4 COL6A1 COLEC11 COQ8A COX16 COX7A1 CREB3L1 CREBL2 CREM CRHBP CRISPLD2 CRYL1 CSDC2 CSF1 CSRP1 CTAGE9 CTDSP1 CTH CTSF CTSO CTTN CUEDC2 CUL5 CXCL12 CXCR5 CYB561 CYBB CYP11B1 CYP11B2 CYP21A2 CYP2A6 CYP7B1 DCN DCXR DDX27 DDX5 DEFB4A DGKA DHRS1 DIP2C DKK3 DLGAP1 DNAJB12 DNAJC12 DNAJC4 DNPH1 DOCK1 DPT DUSP1 DUSP26 DXO DYNLT3 ECHDC2 EEF1A1 EEF1D EFEMP2 EGR1 EGR3 EHD3 EIF2B4 EIF2D EIF3L EIF3M EIF4A1 EIF4EBP3 EMD EMILIN1 EOLA1 EPHA2 EPHX2 EPN3 EPX ERBB3 ESR1 ESRRG EXT1 FAAH FAH FAM182B FAM53B FAS FAXDC2 FBLN1 FBLN5 FBXW4 FERMT1 FGF12 FHL1 FKBP9 FLRT1 FLVCR2 FMO2 FOS FOSB FOXC2 FRRS1L FTSJ1 FTSJ3 FUT8 FXYD1 FZD1 G0S2 GABBR1 GAS1 GAS7 GBX1 GCAT GEM GGT5 GLS2 GLUD1 GMPR GPC3 GPM6B GPRASP1 GPT GRAMD4 GSDMD GSTT1 GTF2H5 H2BC15 H3-3B HDAC4 HDDC2 HEPH HGF HIBCH HNF4A HOPX HOXA5 HOXB1 HOXB5 HSD3B2 HSD3BP1 HSD3BP2 HTR2B HYI ICAM1 ID4 IER2 IER3 IFI35 IFITM2 IFITM3P7 IFT46 IGFBP4 IGFBP5 IGFBP6 IL17RB IL18BP IL33 INPP5K INTS9 IRF1 IRF4 IRF5 ISLR ITGA8 ITM2A JAM3 JUNB KAT2A KAT6B KCNA4 KCNA5 KCNJ5 KCNK3 KCNN2 KCNQ1 KCTD14 KDM5A KIF5C KLF11 KLF2 KLF5 KLF6 KLHDC8A KLK5 KMT2A KYNU LAMA2 LAMB2 LAMC3 LARP6 LEPR LGI1 LHFPL6 LHPP LMF1 LMOD1 LPAR1 LRP1 LRP5 LRRC32 LRRN3 LSM14A LSP1 LTBP4 LUC7L LUM LUZP2 LY6E LYRM1 MAFF MAOB MAP3K11 MECP2 MEIS2 MEIS3P1 MEPCE METTL9 MFAP5 MGMT MGP MICAL2 MICALL1 MICALL2 MID2 MINAR1 MMP2 MMP23B MOXD1 MPG MPST MS4A2 MSRA MT1E MT1G MT1H MT1X MT2A MTNR1A MUC2 MVP MXD4 MXRA5 MYLIP MYLK MYO7A NAA60 NAB2 NAP1L1 NBL1 NCF4 NDRG2 NDUFB11 NEIL1 NFIC NGFR NHERF1 NKRF NOCT NPEPPS NPR1 NPY1R NR2F1 NR2F2 NR4A1 NR4A2 NR4A3 NRXN1 NUDT3 NUP88 NUPR1 NYNRIN OGN OGT OLFML1 OLFML3 OMD OPLAH OR2J3 OXR1 PAK5 PARP3 PARVA PARVB PATZ1 PAWR PCDHGC3 PCGF2 PCSK2 PDGFD PDGFRA PDK2 PDZRN3 PEBP1 PGPEP1 PHACTR2 PHKG1 PID1 PIP4K2B PKIG PLA2G4A PLA2G6 PLAT PLD1 PLEKHO1 PLEKHO2 PLN PLP1 PLPP3 PLTP PLXNB3 PNLIPRP1 PODXL POLDIP2 POLL PORCN POSTN PPIG PRELP PRPF8 PTCH1 PTGER4 PTGIS PTH1R PTPN4 RAB13 RAI2 RAMP1 RAPGEF4 RARA RARRES1 RARRES2 RASIP1 RASSF2 RBFA RBKS RBMS3 RBPMS RCBTB2 REM1 RER1 RGN RHOB RHOT1 RIMS2 RNF122 RNF39 ROBO3 RORA RPL10 RPL23 RPL23A RPL27 RPL29 RPL29P5 RPL38 RPL39 RPL5 RPS4X RPS9 RSC1A1 RSF1 RUNX1 SCN7A SCUBE2 SEMA3B SEMA6A SEPTIN4 SEPTIN6 SERPING1 SF1 SFRP4 SGCG SGSM2 SHC2 SHLD2 SIRPA SIRT1 SIRT2 SLC16A2 SLC23A2 SLC25A28 SLC25A4 SLC47A1 SLCO2A1 SMTN SOD3 SORBS1 SORBS2 SORBS3 SOX9 SPATA20 SPOCK2 SPON1 SPON2 SPSB3 SREBF1 SRGAP3 SRSF5 SSH3 SSPN ST3GAL4 ST3GAL6 STAB1 STUB1 SUPT6H SV2B SYDE1 TAGLN TALDO1 TCF21 TCF7L1 TEK TGFB3 THUMPD1 TK2 TLE2 TM4SF1 TMCC1 TMEM204 TMEM222 TNFRSF25 TNFSF10 TNFSF13 TNNI3K TNS1 TOB1 TOB2 TPD52L1 TPSAB1 TPT1 TSPO TSPYL4 TTC19 UBB UBTF UBXN1 USP47 VAMP2 VCAN VEZF1 VIPR1 VPS51 VSNL1 VTN VWA5A WBP1L WDR6 WFDC1 WNT4 WWP2 ZFP36 ZFP36L2 ZMYND11 ZNF185 ZNF331 ZNF688 ZYX WEST_ADRENOCORTICAL_TUMOR_MARKERS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WEST_ADRENOCORTICAL_TUMOR_MARKERS_DN AADAC ADH1B C3 CCN3 CYP11B2 DCN FBLN1 FOSB GAS1 HSD3B2 IGFBP5 KCNQ1 LSP1 MFAP5 NR4A2 PDGFRA RARRES2 SPON1 VSNL1 WNT4 WEST_ADRENOCORTICAL_TUMOR_MARKERS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WEST_ADRENOCORTICAL_TUMOR_MARKERS_UP ASPM BARD1 CDK1 DTL FGFR4 IGF2 IL32 KIF20A MED8 MVK NEK2 NPTX2 PCSK6 PDE4B PMAIP1 PRC1 RRM2 SLC2A6 SQLE STC1 TOP2A UBE2S WEST_ADRENOCORTICAL_TUMOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WEST_ADRENOCORTICAL_TUMOR_UP ABCC1 ACAT2 ACLY ACOT7 ACSM3 ACTR2 ANGPT2 ANKHD1 ANKMY2 ANXA4 AREL1 ARF3 ARPC3 ARPC5L ASPM ATP13A1 ATP1A1 ATP6V0B ATP6V1G1 AURKA BABAM1 BARD1 BICD2 BRD3 BUB1 BUB1B BUB3 BZW2 CAD CAND1 CAPZA1 CCNB1 CCNE1 CCT6A CD164 CDC123 CDC23 CDC25A CDC25C CDCA3 CDK1 CDK17 CDK5RAP2 CDK8 CEBPG CENPF CENPM CEP43 CEP76 CHAF1A CLINT1 CMC2 CNOT8 COL4A2 COPE CTC-338M12.4 CYP51A1 DAP3 DCAF15 DCTN2 DDA1 DDX39A DHCR7 DICER1 DNAJB1 DNAJB6 DNAJC6 DNMT1 DOLK DPP3 DTL DYNC1H1 E2F6 EBP EIF2S2 ELF4 ELMO2 ELOVL6 ENO1 ENSA EPB41L4B EPRS1 ERG28 ERP29 ESPL1 EXTL2 EZH2 FABP3 FAM32A FANCI FBN2 FDFT1 FDPS FGFR1 FGFR4 FOXM1 GADD45A GAPDH GAPVD1 GGH GLO1 GLRX2 GMNN GNG5 GNRHR GPR89B GRIN2C H2AZ1 HDAC1 HMGB2 HMGCR HMGCS1 HOMER1 HOXA9 HSD17B7 HSF2 HSPA13 IARS1 ICMT IGF2 IGF2BP3 IGF2R IL32 INHA INTS7 JAG1 JAKMIP2 KDM4B KHNYN KIF14 KIF18B KIF1B KIF20A KIF2C KIF3C KIF5B KMT5AP1 KPNA3 LGALS8 LPIN1 LSM4 LSM5 LSS MAD1L1 MAPK6 MAPRE1 MARS1 MCM2 MCUR1 MED27 MED8 MELK MICA MICB MLF1 MRPL18 MSMO1 MTF2 MTHFD2 MVD MVK MYO9B NAA35 NADK NEK2 NEU1 NNT NOL8 NPTX2 NR1H4 NRAS NUDT1 OAZ1 ORC6 P4HA2 PANK3 PARPBP PBK PCLAF PCSK6 PCYOX1L PDE4B PI4KB PIGK PIR PLA2G15 PLEKHB2 PLXNC1 PMAIP1 POLE3 POLR2K PPIA PRC1 PRDM4 PRRC2C PSMA3 PSMB7 PSMC2 PSMC6 PSMD11 PSMD14 PSME4 PTP4A2 PTTG1 QTRT2 RACGAP1 RAD1 RAD23B RALGPS1 RARS1 RDH11 RFC5 RFWD3 RHOBTB3 RIOK3 RNF34 RNGTT RPAP3 RPN2 RRM2 RTCA RTN4 SART3 SC5D SCD SKP2 SLC16A1 SLC1A3 SLC20A1 SLC25A24 SLC2A6 SLC31A2 SLC35D1 SLC36A1 SLC7A11 SLC7A5 SMARCA4 SMC4 SNRPA1 SNX24 SNX6 SPARC SPTLC1 SQLE SRPRB STC1 STOM STX12 STXBP1 SUCO TAF9 TARBP2 TBC1D13 TBK1 TCP1 TDG TFCP2 TMED9 TMEM106C TMEM131L TMEM30A TMEM41B TMEM97 TMPO TNFAIP3 TNPO1 TNPO3 TOP2A TPD52L2 TPX2 TSC1 TUBA1A TUBA1B TUBA1C TUBB2A TUBB4B TWF1 TXN TXNDC9 UBE2K UBE2S UBE2V2 UBL5 UFD1 USP14 VDAC1 VPS41 WDR77 WSB2 XPO1 XPO6 XPOT YIPF2 YKT6 ZBTB43 ZMPSTE24 ZWILCH ZWINT WHITEFORD_PEDIATRIC_CANCER_MARKERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WHITEFORD_PEDIATRIC_CANCER_MARKERS ADCY3 ADGRL3 ASF1B ATAD2 AURKA BCAT1 BIRC5 BUB1 CCDC34 CCNA2 CCNB1 CCNB2 CCNT1 CDC25A CDC45 CDCA2 CDCA5 CDCA7 CDCA8 CDK1 CDK4 CDK6 CENPA CENPE CENPF CENPN CENPU CKAP2 CKS1B CKS2 DBF4 DHFR DLGAP5 DNMT1 DTYMK E2F1 EIF4A1 EIF4EBP1 ENO1 ESPL1 GABRB2 GAPDH GGH GINS2 GPX7 H2AX H4C3 HAUS1 HMGB3 ILF2 ILF3 JPT1 KIF11 KIF14 KLKB1 KPNA2 LMNB2 MAD2L1 MCM4 MCM5 MCM7 MELK MEX3B MFN2 MKI67 MLLT11 MND1 MYBL2 MYCN NASP NCAPH NEK2 NME1 NSD2 NUDT1 NUF2 NUSAP1 ODC1 PAFAH1B3 PBK PCNA PLK4 POLE2 POLQ PON3 PRC1 PSAT1 PTTG1 RCC2 RECQL4 RFC3 RFC4 RNASEH2A RRM2 RRP1 SLC25A40 SMC4 SNORD22 SNRNP200 SOX4 STMN1 TK1 TMEFF1 TMPO TOP2A TPX2 TTK TUBA1A TWIST1 TYMS UBE2C UBE2T UHRF1 ZMYM2 ZNF300 ZNF367 ZWINT WHITEHURST_PACLITAXEL_SENSITIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WHITEHURST_PACLITAXEL_SENSITIVITY ACRBP ADGRD2 ARHGAP42 B3GNT9 C1QTNF3 DNAH10 DNHD1 FBH1 FGD4 FMR1NB FSIP1 GAL3ST4 HS6ST2 IGSF21 ITIH5 LRFN5 MPP7 NDOR1 NTNG2 PAPLN PDCL POGLUT3 PSMA6 PSMA7 PSMA8 PSMB1 PSMC3 PSMD1 PSMD3 RAB9A RNF151 SIPA1L2 STARD6 SYT13 TBL1Y TUBA8 TUBGCP2 ZMIZ1 WHITESIDE_CISPLATIN_RESISTANCE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WHITESIDE_CISPLATIN_RESISTANCE_DN ACTB IFI6 JUND KRT19 LRRC17 RPL13A RPS16 RPS21 RPS5 RPS9 SOD1 TIMP1 TRIM22 WHITESIDE_CISPLATIN_RESISTANCE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WHITESIDE_CISPLATIN_RESISTANCE_UP CDKN1A ERBB3 FASN GDF15 IFITM1 ITGA7 ITGB4 MX1 PTGES PXN RAC1 WHITE_NEUROBLASTOMA_WITH_1P36.3_DELETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WHITE_NEUROBLASTOMA_WITH_1P36.3_DELETION ACOT7 AJAP1 CAMTA1 CHD5 DNAJC11 ESPN GPR153 HES2 ICMT ICMT-DT KCNAB2 KLHL21 NOL9 PHF13 PLEKHG5 RNF207 RPL22 TAS1R1 TNFRSF25 ZBTB48 WHITFIELD_CELL_CYCLE_G1_S https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WHITFIELD_CELL_CYCLE_G1_S ABCA7 ACD ACYP1 ADAMTS1 ADCK2 ADCY6 ANKRD10 AP3M2 AP4B1 APEX2 ARGLU1 ATAD2 BAIAP2 BARD1 BRD7 CAPN7 CASP2 CASP8AP2 CCDC180 CCNE1 CCNE2 CDC25A CDC6 CDCA7 CDCA7L CDK20 CHAF1A CHAF1B CLSPN CREBZF CTSD DDX12P DENND11 DHFR2 DIS3 DNAJC3 DSCC1 DTL E2F1 E2F2 EIF2A ESD FAM111B FANCG FBXL20 FLAD1 GINS2 GINS3 GMNN GON7 HCG18 HORMAD1 HOXB4 HRAS HSF2 HSPB8 INAFM2 INTS8 IVNS1ABP KANK2 KCNC4 KIAA1586 LNPEP MAP2K6 MBOAT1 MCM2 MCM4 MCM5 MCM6 MDM1 MED31 MNT MNX1 MRI1 MSH2 NASP NEAT1 NKTR NPAT NSUN5P2 NUP43 ORC1 ORMDL1 OSBPL6 OTULIN PABIR1 PANK2 PASK PCNA PCNAP1 PDXP PLCXD1 PNN POLD3 RAB23 RECQL4 RMI2 RNF113A RNPC3 RSRP1 RUNX1 SDC1 SEC62 SERPINB3 SKP2 SLBP SLC25A36 SPIN3 SPIN4 SRSF7 SSR3 TAF15 TCAF1 TIPIN TMEM243 TONSL-AS1 TOPBP1 TRA2A TREX1 TRIM45 TRMT2A TSPEAR-AS2 TTC14 UBR7 UHRF1 UNG USP53 VPS72 WDR76 ZMYND19 ZNF367 ZNF414 ZRANB2 WHITFIELD_CELL_CYCLE_G2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WHITFIELD_CELL_CYCLE_G2 ADGRG6 ALKBH1 ANLN AP3D1 ARHGAP11B ARHGAP19 ARHGEF39 ARMC1 ASXL1 ATL2 AURKB BCLAF1 BORA BRD8 BTNL9 BUB3 C2orf69 CASP3 CBX5 CCN4 CCNA2 CCNF CDC16 CDC25C CDCA2 CDCA3 CDCA8 CDK1 CDKL5 CDKN1B CDKN2C CDR2 CENPL CEP350 CFAP90 CFD CFLAR CHEK2 CIP2A CKAP2 CKAP2L CXCL14 CYB5R2 CYTH2 DCAF7 DET1 DHX8 DNAJB1 EBI3 ENTPD5 ESPL1 FADD FAM110A FAM72B FAM83D FAN1 FANCD2 FZR1 G2E3 GABPB1 GAS1 GAS2L3 H2AC25 H2AX HAUS8 HCP5 HINT3 HIPK2 HJURP HMGB2 HP1BP3 HSPA2 IFNAR1 JPT1 KATNA1 KATNBL1 KBTBD2 KDM4A KIF11 KIF22 KIF23 KIF5B KIFC1 KLF6 KPNA2 LBR LIX1L LMNB1 LTBP3 MAD2L1 MALAT1 MELK MEPCE MET MGAT2 MID1 MIS18BP1 MND1 MTCL1 MUC1 NCAPD3 NCAPH NCOA5 NDC80 NEIL3 NFIC NIPBL NLRP2 NMB NNMT NR3C1 NUCKS1 NUMA1 NUSAP1 PCED1A PIF1 PKNOX1 POLQ PPP1R2 PSRC1 RANGAP1 RCCD1 RDH11 RGS3 RHNO1 RIDA RNF141 SAP30 SGCD SKA3 SMC4 SORL1 STAT1 STAT5B STIL STK17B SV2B TEDC1 TFAP2A TIMP1 TMEM132A TMPO TNPO2 TOP2A TRAIP TRIM59 TRIM69 TRMT2A TTC38 TTF2 TUBA1A TUBA3C TUBA4A TUBB TUBB2A TUBB4B TUBD1 TYSND1 UACA UBE2C UBXN11 UNC5CL VPS25 VTA1 WDR62 WSB1 ZNF587 ZNHIT2 WHITFIELD_CELL_CYCLE_G2_M https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WHITFIELD_CELL_CYCLE_G2_M ADGRE5 ADH4 ADM5 AFDN AHI1 AKIRIN2 ANLN ANP32B ANP32E ARHGAP19 ARHGDIB ARL6IP1 ASPHD2 ASXL1 ATF7IP ATXN1L AURKA B4GALT1 BIRC2 BIRC5 BMP2 BUB1 BUB1B C6 CCDC88A CCNA2 CCNB1 CCNB2 CCND1 CCSAP CDC25B CDC27 CDC42EP1 CDCA3 CDKN2D CENPA CENPE CENPF CEP55 CFLAR CKAP2 CKAP5 CKS1B CKS2 CNN2 CNTROB CREBRF CSGALNACT1 CTNNA1 CTNND1 DEPDC1 DEPDC1B DLGAP5 DNAJA1 DNAJB1 DR1 DUSP4 DZIP3 E2F5 ECT2 FGA FOXM1 FRZB FYN G2E3 GADD45A GAS2L3 GAS6 GLI1 GOT1 GPSM2 GRK6 GSE1 GTSE1 HCFC1 HERPUD2 HMG20B HMGB3 HMMR HP1BP3 HPS4 HSPA13 HSPA1L HSPA8 IDI2 IDO1 INPP5K INSM1 ITPR1 JADE2 JPT1 KCTD2 KIF14 KIF20B KIF2C KIF5B KLF9 KLHDC9 KMT5A KMT5B KNSTRN LBR LMNA LPP LRP8 LRRC17 MAPK13 MATN2 MCM4 MDC1 ME3 MIS18BP1 MKI67 MZT1 NCOA5 NDE1 NEK2 NUF2 NUP35 NUP98 NUSAP1 ODF2 OIT3 OLR1 PATJ PBK PCF11 PIK3CD PIMREG PLAG1 PLK1 POC1A POM121 PPP1R10 PRPSAP1 PRR11 PRR5 PSMG3 PTGER3 PTP4A1 PTPN9 PYM1 QRICH1 RAD51C RANGAP1 RASGEF1A RBM8A RCAN1 RCBTB2 RNF126 RNF141 RNPS1 RRP1 SAPCD2 SELENON SFPQ SGO2 SHCBP1 SLC17A2 SLC44A2 SMARCB1 SMARCD1 SMTN SOGA1 SPAG5 SPDL1 SPTBN1 SRD5A1 SRSF3 SS18 STAT5B TAB2 TFF3 TGIF1 THRAP3 TMCO4 TMEM138 TNFAIP8L1 TNPO1 TOMM34 TPX2 TRIP13 TSG101 TSKU TSN TTK TUBB4B TXNDC9 TXNRD1 USP13 USP16 VANGL1 WSB1 YWHAH ZC3HC1 ZFX ZMYM1 ZNF521 WHITFIELD_CELL_CYCLE_LITERATURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WHITFIELD_CELL_CYCLE_LITERATURE AURKA BIRC5 BRCA1 BRCA2 BUB1 BUB1B CCNA2 CCNB1 CCNB2 CCNE1 CCNE2 CCNF CCNG2 CDC20 CDC25A CDC25B CDC25C CDC45 CDC6 CDK1 CDKN1A CDKN2C CDKN2D CDKN3 CENPA CENPF CKS2 DHFR E2F1 E2F5 KIF20A MCM2 MCM6 MSH2 NASP NPAT PCNA PLK1 RACGAP1 RRM1 RRM2 SLBP TOP2A TYMS WHITFIELD_CELL_CYCLE_M_G1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WHITFIELD_CELL_CYCLE_M_G1 AFAP1 AGFG1 AGPAT3 AKAP13 AMD1 ANP32E ANTXR1 AOC2 AOC3 BTBD3 C3orf62 C4A CBX3 CCND1 CCSAP CD24 CDC42 CDK7 CDKN3 CEP20 CEP70 CNIH4 CRYBA1 CTR9 CWC15 CYTH3 DCP1A DCTN6 DEXI DKC1 DNAJB6 DSP DYNLL1 ELP3 ENTREP3 FOXK2 FRS2 FXR1 GATA2 GDF15 GRPEL1 GSE1 GSPT1 H2BC21 HIF1A HMG20B HSPA8 IFIT1 IFIT2 ILF2 JMJD1C KDM5B KIAA0586 KPNB1 KRAS LARP1 LARP7 LINC00641 LNP1 LRIF1 LYAR MLLT6 MORF4L2 MRPL19 MRPS18B MRPS2 MSL1 MTPN NCOA3 NCS1 NFIA NFIC NOS1 NUCKS1 NUDCD2 NUDT4 NUFIP2 NUP37 ODF2 OPN3 PAK1IP1 PBK PCF11 PLIN3 PLK2 PPP2CA PPP2R2A PPP6R3 PRC1 PSEN1 PTMS PTTG1 RAB3A RAD21 RHEB RPL13A SINHCAF SLC39A10 SNHG16 SNUPN SRSF3 TAF9 TCERG1 TICAM2 TLE3 TMEM138 TOB2 TOP1 TROAP TSC22D1 TULP4 UBE2D3 USP6NL VANGL1 VCL VPS37C WIPF2 WWC1 XPO4 YY1 ZCCHC10 ZFAS1 ZNF24 ZNFX1 ZPBP ZSCAN5A WHITFIELD_CELL_CYCLE_S https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WHITFIELD_CELL_CYCLE_S ABCA5 ABCC2 ABCC5 ABHD10 ACAP3 ADAM22 ADGRG6 ANKRD18A ANKRD36 ANKRD36C ARHGAP42 ASF1B ASIP ATAD2 ATOSA BBS2 BIVM BLM BMI1 BRCA1 BRIP1 CALD1 CAPS CASP2 CCDC14 CCDC150 CDC45 CDC7 CDCA5 CDH24 CDKN2AIP CENATAC CENPM CENPQ CENPU CERS6 COL7A1 COQ9 CPLANE1 CPNE8 CREBZF DCAF16 DCUN1D3 DDIAS DEPDC7 DHFR DMXL2 DNA2 DNAJB4 DNAJC6 DONSON DSCC1 E2F8 EFHC1 EIF4EBP2 ESCO2 EXO1 EZH2 FANCA FEN1 GCLM GOLGA6L4 GOLGA8A GOLGA8B H1-0 H2AC17 H2AC6 H2BC4 H4C2 H4C3 H4C8 HAUS5 HELLS HSPB8 IFIT1 INSIG2 INTS7 KAT2B KIFC2 KLHL23 LINC00339 LIPH LOC389831 LYRM7 MAN1A2 MAP3K2 MASTL MBD4 MCM8 MEGF9 MITF MYCBP2 NAB1 NEAT1 NFE2L2 NRDC NT5DC1 NUP160 OGT ORC3 OSER1 OSGIN2 PCLAF PHIP PHTF2 PKMYT1 POGLUT2 PRIM1 PRIM2 PTAR1 RAD18 RAD51 RAD51AP1 RAD54L RBBP8 REEP1 RFC2 RFC4 RHOBTB3 RHPN1 RPA2 RRM1 RRM2 RSRC2 SAP30BP SH3GL2 SHC1 SHTN1 SLC22A3 SLC25A27 SLC38A2 SLC9A3-AS1 SLF2 SP1 SRSF10 SRSF5 STAG3L1 SVIP TMCC1 TOP2A TRIM45 TTC31 TTLL7 TYMS UBE2T UBL3 USP1 ZBED5 ZNF217 ZWINT WIEDERSCHAIN_TARGETS_OF_BMI1_AND_PCGF2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WIEDERSCHAIN_TARGETS_OF_BMI1_AND_PCGF2 ABLIM3 ADAM19 ADM AXL BCL7A BMP1 BMP5 CAV1 CCDC80 CCND1 CDK6 CLDN1 COL5A1 CPA4 CRISPLD2 DNMT3B EDN1 F2RL1 FAM43A FOSL1 GADD45A GAL IL7R INHBA ITGA3 ITGA4 ITGB8 JUN KCNN3 KRT75 LFNG LRRC8A MAP1B MICA MICAL2 MICALL1 MICB MMP7 MYOF NAV1 NAV2 NET1 P4HA2 PAPPA PLAT PLAUR PODXL PTHLH RFLNA RHOD RREB1 S100A2 SAFB2 SDC3 TEK TIMP3 TPM1 WIELAND_UP_BY_HBV_INFECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WIELAND_UP_BY_HBV_INFECTION ADA2 ADGRE1 APOL3 ARHGDIB AURKA B2M BTN3A3 C1QB C1orf54 C3AR1 CCL5 CD38 CD3D CD48 CD53 CD5L CD74 CD83 CFL1 COTL1 CTSB CTSC CXCL10 CXCL9 CXCR4 DENND2D DRAM1 FCER1G FCGR1A FGL2 GABBR1 GBP1 GBP2 GIMAP5 GM2A GPNMB GZMA GZMK HLA-A HLA-B HLA-DMA HLA-DMB HLA-DPA1 HLA-DPB1 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-E HLA-F IFI16 IFI27 IFI30 IGHG1 IGLC2 IGSF6 IL10RA ISG20 KPNA2 LAP3 LAPTM5 LGALS3 LPXN LYZ MCM6 PARP12 PBK PIK3CD PLAAT4 PLAC8 PPT1 PRC1 PSMB10 PSMB9 PSME1 PSME2 PTTG1 RAB20 RAB27A RAB31 RAC2 RFX5 RGL1 RNASET2 RRM2 S100A10 SLC7A7 SOD2 SP110 SRGN STAT1 TAPBP THEMIS2 TPP1 TRBC1 TRGC1 TRIM22 TYMS TYROBP UBE2C UBE2L6 UCP2 VSIG4 WARS1 WIEMANN_TELOMERE_SHORTENING_AND_CHRONIC_LIVER_DAMAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WIEMANN_TELOMERE_SHORTENING_AND_CHRONIC_LIVER_DAMAGE_DN CCL5 CYP2C19 HMGCR NR1D2 S100A9 WIEMANN_TELOMERE_SHORTENING_AND_CHRONIC_LIVER_DAMAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WIEMANN_TELOMERE_SHORTENING_AND_CHRONIC_LIVER_DAMAGE_UP ALAD AURKA BMAL1 CES1 CRY1 CYP2B6 CYP4A11 GPI H1-2 ORM2 TUBB2A WIERENGA_PML_INTERACTOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WIERENGA_PML_INTERACTOME ABCE1 ABCF2 ACTG1 AHSG ALB ARF4 ATP5F1C CAD CALU CLPX CTPS1 DNAH5 DUOX1 EEF1A1 EEF1G EMD FER1L6 GCN1 HNRNPF HSPA5 KARS1 KAT6B KPNB1 MCM7 NUP93 OAT PLCB4 PLEC POLDIP2 PPM1B PRKCB PRKDC RPL3 RPN1 RPS18 RPS27 RPS3 STK38 TUBA1A TUBB3 YTHDF2 ZYX WIERENGA_STAT5A_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WIERENGA_STAT5A_TARGETS_DN ACOT11 ACRBP ACTN1 ADORA2A ADRA2A ALOX12 ANGPT1 ANGPTL6 ARAP3 ARHGAP21 ARHGEF3 ARMCX5 ARMT1 ASAP2 BAMBI BANK1 BATF BIN1 C3orf52 C5 C6orf226 CAMK1 CAPN11 CARD19 CAVIN2 CCDC9B CCND1 CD14 CD47 CD84 CD9 CD93 CD96 CGRRF1 CHST12 CLCN2 CLCN4 CLDN5 CORO1A COTL1 CRACR2B CTDSPL CTIF CTSG CXCR4 DAAM1 DCLRE1A DENND2C DEPDC1 DEPTOR DLK1 DNAAF3 DOK3 EAF2 EFHC2 EFNB2 EMILIN1 EPHX2 ETS1 FAM30A FAR2 FCER1A FCER1G FCN1 FERMT3 GAPT GCSAML GFOD1 GJA4 GNG11 GP1BA GP1BB GP6 GP9 GPX1 GUCY1B1 H4C2 HEXIM2 HGD IFI16 IL17RA IL7 ILK IRF8 IRS2 ITGB1BP2 ITGB5 ITGB7 ITPKB JAM3 KLHDC1 LCN2 LDLRAD4 LGALS12 LGALSL LHFPL2 LILRA2 LINC01341 LOXL3 LST1 LY6G6D LYZ MANSC1 MARCHF5 MCEMP1 MEIS1 MGLL MPL MRPS14 MS4A3 MSRB3 MTMR11 MYEOV MYLK NAP1L3 NAT8B NDUFAF3 NFIB NINJ2 NOTCH1 OGFRL1 PADI4 PBX1 PCYOX1L PDIA5 PDLIM1 PECAM1 PF4V1 PIP4P2 PLCB2 PLCG2 PLEK PLEKHO2 PLXDC2 PPIF PPM1F PRKD2 PROS1 PROSER2 PRTFDC1 PSRC1 PSTPIP2 PTGIR RASGRP3 RBPMS2 RGS18 ROCK2 RUFY1 SALL2 SAMD14 SBDSP1 SCPEP1 SELP SERPINF1 SH3BGRL2 SH3PXD2A SLC12A2 SLC22A23 SLC24A3 SLC37A1 SLC9A1 SLC9A9 SMAD6 SMIM8 SPNS3 SPX STX11 STX1A SUSD3 TCEAL1 TLN1 TMC8 TMEM163 TMEM44 TNNC2 TPM2 TPM4 TREML1 TRIM8 TSPAN32 TTC27 TTK TUBGCP4 UBASH3B USP20 VASH1 VWF WASF3 WFDC1 XYLT2 ZFPM1 ZNF185 ZYX WIERENGA_STAT5A_TARGETS_GROUP1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WIERENGA_STAT5A_TARGETS_GROUP1 A4GALT ADGRG5 ADM AMACR ARL4A BATF3 BBX CALB2 CBS CCDC102A CD1A CD40LG CDHR1 CDKN1C CERCAM CFH CIART CISH CPXM1 CST7 CTNS CTSH CTSZ CTXN1 CYSTM1 DAB2 DAPK1 DCPS DDIT4 DHRS3 DPYSL4 DUSP5 ENC1 ENPP3 F2RL1 FAM131A FBXO6 FCER2 FGF11 FNDC3B GATA2 GBP4 GGT5 GPAT3 GYPB HBZ HILPDA HSPA2 HSPA6 HYCC2 IGFBP4 IGFBP5 IL18RAP IL3RA IL4I1 IL4R IQCJ-SCHIP1 ITGA2 KISS1R KRBA1 LTB MAP1A MEX3D MIIP MOSPD3 MTHFD1 MUC1 MYO10 NAAA NAALADL1 NCS1 NDRG1 NIBAN2 NOD1 NT5C3B OSBP2 P2RX4 P4HA2 PCSK9 PFKFB4 PHLDA1 PIK3IP1 PIM1 PLEKHA4 PLVAP PLXNA3 POU2F1 PRPS1 RABGAP1 RAP1GAP RASGEF1A RHAG RHEBL1 SAMSN1 SEMA6C SH3BP4 SLC25A37 SLC25A4 SLC2A10 SLC6A9 SLC9A7 SMAP2 SNTA1 SOS1 SPAG4 ST3GAL4 ST3GAL5 STK17B SYNE3 TARP TGFBR1 TGM2 TJP2 TLE3 TMEFF2 TMEM116 TNFAIP8L3 TNFRSF4 TP53INP2 TRIB3 TRIM46 TRIM58 TULP3 UBAC1 UPK1A VASN XIRP1 WIERENGA_STAT5A_TARGETS_GROUP2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WIERENGA_STAT5A_TARGETS_GROUP2 ABCA1 AK3 ANTXR2 BHLHE40 BTG2 CA2 CCL2 CCL22 CCL3 CCL5 CCR7 CD1B CD83 CKAP4 CLEC4A COCH COL6A1 CSF2 CXCL10 CXCL8 EGFL6 EMP1 FAM241A FPR3 GABARAPL1 GADD45B GALC GNPTAB GPR65 HOXB5 IL7R KLF2 KLF6 LAMP3 MAPK13 MOB3B NFIL3 OLR1 P3H2 PHTF2 PLAU PLEKHH3 PRDM8 PSAT1 RGS1 RNF217 SLC2A14 SOCS2 SPP1 SQSTM1 STAP1 TRAF1 TSC22D2 TUBB2B WIERENGA_STAT5A_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WIERENGA_STAT5A_TARGETS_UP A4GALT ABCA1 ADGRG5 ADM AK3 AMACR ANTXR2 ARG2 ARL4A BATF3 BBX BHLHE40 BTG1 BTG2 CA2 CALB2 CBS CCDC102A CCL2 CCL22 CCL3 CCL5 CCND2 CCR7 CD1A CD1B CD40LG CD83 CDHR1 CDKN1C CERCAM CFH CH25H CIART CISH CKAP4 CLEC4A COCH COL6A1 CPXM1 CSF2 CST7 CTNS CTSH CTSZ CTXN1 CXCL10 CXCL8 CYSTM1 DAB2 DAPK1 DCPS DDIT4 DHRS3 DIPK2A DPYSL4 DUSP5 EGFL6 EGR1 EMP1 ENC1 ENPP3 EPB41 F2RL1 FAM131A FAM241A FBXO6 FCER2 FCGR2A FGF11 FNDC3B FPR3 GABARAPL1 GADD45B GALC GATA2 GBP4 GGT5 GNG2 GNPTAB GPAT3 GPR65 GYPB HBZ HES6 HILPDA HOXB5 HSPA2 HSPA6 HYCC2 IGFBP4 IGFBP5 IL18R1 IL18RAP IL3RA IL4I1 IL4R IL7R IQCJ-SCHIP1 ITGA2 KISS1R KLF2 KLF6 KRBA1 LAMP3 LTB MAOA MAP1A MAPK13 MEX3D MIIP MOB3B MOSPD3 MTHFD1 MUC1 MYO10 NAAA NAALADL1 NCS1 NDRG1 NFIL3 NIBAN2 NOD1 NT5C3B NTSR1 OLR1 OSBP2 OSM P2RX4 P3H2 P4HA2 PCSK9 PFKFB4 PGM2L1 PHLDA1 PHTF2 PIK3IP1 PIM1 PLAU PLEKHA4 PLEKHH3 PLIN2 PLVAP PLXNA3 POU2F1 PRDM8 PRPS1 PSAT1 PTGER2 RABGAP1 RAP1GAP RASGEF1A RGS1 RHAG RHEBL1 RNF144A RNF217 SAMSN1 SEMA6C SH3BP4 SLC25A37 SLC25A4 SLC2A10 SLC2A14 SLC6A9 SLC9A7 SMAP2 SNTA1 SOCS2 SOS1 SPAG4 SPP1 SQSTM1 ST3GAL4 ST3GAL5 STAP1 STK17B SYNE3 TARP TGFBR1 TGM2 TJP2 TLE3 TLE4 TMEFF2 TMEM116 TNFAIP8L3 TNFRSF4 TP53INP2 TRAF1 TRIB1 TRIB3 TRIM46 TRIM58 TSC22D2 TTLL7 TUBB2B TULP3 UBAC1 UPK1A VASN XIRP1 WIKMAN_ASBESTOS_LUNG_CANCER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WIKMAN_ASBESTOS_LUNG_CANCER_DN AGAP4 ATL2 ATM CCR2 CD86 FBXL12 FGL2 FKBP1A FNTA GIMAP6 GLRX HMGXB3 ITGA4 LZTR1 MAFB MIEF1 MS4A6A MUSK MYO5A MYO7A NIPSNAP3B PATZ1 PPIG PRKACA PRKCSH RUNX1 SIRT6 TRAT1 TRBC1 UVRAG WIKMAN_ASBESTOS_LUNG_CANCER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WIKMAN_ASBESTOS_LUNG_CANCER_UP ADD1 ADGRG6 ASB9 ATRN CTBP2 IFT74 LIFR LRPAP1 MAEA PREPL SERINC3 SLC44A4 SLC6A14 SORBS2 WFDC2 YWHAB ZNF140 WILCOX_RESPONSE_TO_PROGESTERONE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WILCOX_RESPONSE_TO_PROGESTERONE_DN ABCC6 AKAP9 ARHGDIA ATP2B4 BDNF CATSPERB CCND1 CHRNE CLIC4 COL11A1 COL16A1 COL1A1 COL1A2 COL5A2 COL6A1 COL8A2 COX7A1 CSTA CUX2 CYP2C18 DES DST FN1 FRMD4A HIPK2 HSD11B2 IGF1R IGFBP2 IGFBP3 IGFBP5 IGLL1 INHBA KCNK3 L1CAM LOXL2 MGP MICAL2 MIR3648-1 MME MMP2 MYH1 MYL9 NEFH NOTCH2NLA NOX3 NTM OGT OXTR PCDHGA1 PCDHGC3 PDE12 PDLIM7 PECAM1 PIEZO1 PLAU PLEC PRRC2A SPON2 STAR THBS1 TNFSF10 XIST WILCOX_RESPONSE_TO_PROGESTERONE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WILCOX_RESPONSE_TO_PROGESTERONE_UP ABCG1 ACAT2 ACKR4 ADAMTS20 ADGRG6 AREG ARHGEF3 ASPM ATG2B BBS10 BBS7 C7orf25 CCNB1 CCNB2 CDC20 CDC6 CDK1 CDKN2AIP CDKN2C CENPF CENPN CENPQ CENPU CEP162 CEP55 CEP57 CEP76 CNTN6 CRYGS CXCL5 CYB5B CYP51A1 DEPP1 DHCR7 DLGAP5 DLX4 DNAAF2 DNAJB9 EBP ELOVL6 ETV1 EVI2A FADS1 FADS2 FANCI FAXDC2 FDFT1 FDPS FDPSP5 GALK2 GK GOLGA8G HAND2 HBB HBD HBP1 HBS1L HJURP HMGB2 HMGCR HMGCS1 HMGN3 HMMR HMOX1 HSD17B11 IDH1 IDI1 IDI2-AS1 IFNAR2 IFT74 INSIG1 ITGBL1 KANSL1L KCNJ16 KIF20A KIF4A KLF5 KLF6 KLHL24 LARP4 LDLR LGALS8 LIPG LPIN1 LSS LYSET MAP3K8 MAP7 MATCAP2 MDM1 METTL7A MON2 MSMO1 MT1M MTF2 MUC5B MVK NCAPG NDC80 NEUROD1 NKG7 NPY NPY1R NSDHL NUP160 NUSAP1 ORC4 OTULINL PBK PCLAF PCSK6 PDS5A PEG10 PLA2G4A PPL PRC1 PRDM12 PTHLH RGS2 RIF1 RNU6-73P RRM2 SAMD9 SC5D SCD SEC14L1 SGK1 SGK3 SHCBP1 SHMT1 SMC2 SMPDL3A SMPDL3B SUMO1 SYNPO2L TDO2 THBD TK1 TLL2 TMEM97 TNFAIP6 TOP2A TRPC4 TTC30A TTF2 TYMS WDHD1 XRCC4 YTHDC2 ZBED2 ZCCHC10 ZNF268 ZNF518A WILENSKY_RESPONSE_TO_DARAPLADIB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WILENSKY_RESPONSE_TO_DARAPLADIB ARRB2 BIN2 CCL5 CCR1 CCR2 CD4 CD48 CD68 CHI3L1 CTSS CXCR3 CYBB DENND2D EVI2A EVI2B GM2A HLA-DMA HMOX1 IL1A ITGB2 LAIR1 NCF1 NPL PLA2G7 PLAUR PTAFR SLC27A4 UCP2 WILLERT_WNT_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WILLERT_WNT_SIGNALING CCND1 CITED2 CSTF1 EDNRB EIF3J GJA1 GSTM3 GYPC ID2 ID2B ING1 MSX2 NCOA3 NSMAF RPL27A SLC2A1 SNRPA1 SRP19 TLE1 TNFRSF11B UBE2D2 VCAN ZRSR2P1 WILLIAMS_ESR1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WILLIAMS_ESR1_TARGETS_DN CYP1A1 EFNB2 ERBB2 S1PR3 TP53INP1 ZFP36L2 WILLIAMS_ESR1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WILLIAMS_ESR1_TARGETS_UP BUB1 CCNA2 CDC20 CEP55 CXCL12 FAM83D GREB1 HMGB2 HSPB8 IGFBP4 IL20 ITPK1 KCNK5 OLFM1 PKIB PPM1E RNASEH2A SIAH2 SLC26A2 SLC7A5 TFF1 THBS1 TPD52L1 TUBA4A UGT2B17 WDR62 WILLIAMS_ESR2_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WILLIAMS_ESR2_TARGETS_DN ADM CBX5 EDN1 HMCN1 MRPS16 PANK2 RPL21 S100A6 SIPA1L2 TAF1D TBL1XR1 WILLIAMS_ESR2_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WILLIAMS_ESR2_TARGETS_UP ALG14 ANXA9 APOD CYB5R3 FAM234A FBXL19-AS1 GAPVD1 GSTT2 HIGD1A HMGCL KCTD11 KIF21A LDHC LRRC15 NDRG3 NRIP3 OXR1 P2RY2 PIGK QSOX1 SEPTIN9 STAU1 STK3 SUZ12 TRMT10A TWF2 UGT1A9 UQCRFS1 VASN WILSON_PROTEASES_AT_TUMOR_BONE_INTERFACE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WILSON_PROTEASES_AT_TUMOR_BONE_INTERFACE_DN ADAMTS7 CTSB CTSE CTSH SERPINI2 WILSON_PROTEASES_AT_TUMOR_BONE_INTERFACE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WILSON_PROTEASES_AT_TUMOR_BONE_INTERFACE_UP ADAM10 ADAM9 CTSG CTSK MMP12 MMP13 MMP9 SERPIND1 SERPINE2 SERPING1 TIMP3 USP1 USP14 USP15 USP16 USP24 USP25 USP32 USP33 USP53 WINNEPENNINCKX_MELANOMA_METASTASIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WINNEPENNINCKX_MELANOMA_METASTASIS_DN ALDH3A2 CA5B CD1A CD1C CEBPA CEP170B CLEC10A CLEC3B CLIC3 CRY2 CST3 CST5 CTNNBIP1 CXCL14 DHRS1 DPYSL2 EMX2 EMX2OS F10 FGD3 GABPB1-IT1 GPRIN2 HLA-DQB1 HOXA9 KCTD11 KIAA0930 KRTAP19-1 LGALS2 LSP1 LTB P2RY14 PCP4 PI16 PIK3IP1 PROM2 PTGDS RNF125 SPINT2 SPPL3 ST6GALNAC6 ST7-AS1 STMN2 TOM1L2 TXNIP XCL1 WINNEPENNINCKX_MELANOMA_METASTASIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WINNEPENNINCKX_MELANOMA_METASTASIS_UP ANLN ARF4 ASPM ATAD2 AURKA BIRC5 BUB1 C8orf33 C9orf40 CACYBP CCNB1 CCNB2 CCT4 CCT5 CCT7 CDC45 CDC6 CDCA5 CDCA8 CDK1 CDKN3 CDON CENPA CENPF CENPN CEP55 CHEK1 CHORDC1 CHTOP CKS1B CKS2 CLASP1 CMSS1 CNN3 CREM CTNNAL1 DCBLD2 DDX18 DHFR DLGAP5 DNAJA1 DONSON DPH3 DSCC1 DTYMK ECT2 EEPD1 ENY2 EXO1 FAM216A FAM98A FERMT2 GEMIN6 GINS2 GJC1 GLRX2 GMNN GMPS GPN3 H2AZ2 HMGB3P1 HSPA4 HSPA5 HSPD1 HTRA2 IMMT IPO7 IWS1 KDELR2 KIF11 KIF18B KIF2C KIRREL1 KNSTRN KNTC1 KPNA2 MAP4K4 MCM4 MCM6 MELK MORF4 MRPL32 MRPS10 MRPS16 MRPS17 MRPS5 MSANTD3 MSH6 MTERF3 NANS NASP NCAPG NCAPG2 NCAPH NCBP1 NDC80 NEIL3 NEK2 NME1 NSD2 NUDCD1 NUDT4 NUF2 OGG1 OLA1 PAICS PARPBP PCDH17 PCLAF PCNA PHF14 PLEKHG2 PLOD2 PRC1 PRIM2 PRPF38B PSMC3IP PTTG1 PTTG2 PWP1 RACGAP1 RAD54L RANBP1 RBM33 RBMX RFC4 RFC5 RHBDL2 RPA3 RRM2 RSRC1 SGO2 SHCBP1 SKA2 SMARCA5 SMC2 SNRPG SPAG5 SPC25 SRP19 SRSF10 SSR3 SUPT7L SURF4 TAF1A TARS1 TCOF1 TIMELESS TK1 TLCD5 TOP2A TRUB2 TYMS UBE2T UBFD1 UGGT1 UHRF1 VMA21 XPO1 ZNF367 ZNF587 ZWINT WINTER_HYPOXIA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WINTER_HYPOXIA_DN ABCB1 ANKRD44 ARHGAP15 ARHGAP45 ARHGEF6 ARL6IP5 ATM ATP8A1 ATP8B1-AS1 BCL2 CCL19 CD28 CD48 CD79A CELF2 CHPT1 DOCK2 ENPP2 EVI2A EVI2B FBLN5 FLI1 FRZB GIMAP1 GIMAP7 GYPC HLA-DOB ICAM2 IKZF1 IL16 INPP5D IRAG2 IRF8 ISCU ITGB2-AS1 ITM2A KLHDC1 LMO2 NCKAP1L PARM1 PBXIP1 PTPRC RESF1 RGS5 RIPOR2 RUBCNL SLC25A20 SYNE1 SYNPO2 SYNRG TLR7 ZSCAN18 WINTER_HYPOXIA_METAGENE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WINTER_HYPOXIA_METAGENE ABCB1 ACAT1 ADM ADORA2B AK2 AK3 ALDH1A1 ALDH1A3 ALDOA ALDOC ANGPT2 ANGPTL4 ANXA1 ANXA2 ANXA5 ARHGAP5 ARSL ART1 BACE2 BATF3 BCL2L1 BCL2L2 BHLHE40 BHLHE41 BIK BIRC2 BNIP3 BNIP3L BPI BTG1 CA12 CA9 CALD1 CCNG2 CCT6A CD99 CDK1 CDKN1A CDKN1B CITED2 CLK1 CNOT7 COL4A5 COL5A1 COL5A2 COL5A3 CP CTSD CXCL8 CXCR4 DDIT3 DDIT4 DELEC1 DKC1 DR1 EDN1 EDN2 EFNA1 EGF EGR1 EIF4A3 ELF3 ELL2 ENG ENO1 ENO3 ENPEP EPO ERRFI1 ETS1 F3 FABP5 FGF3 FKBP4 FLT1 FN1 FOS FTL GAPDH GBE1 GLRX GPI HAP1 HBP1 HDAC1 HDAC9 HERC3 HERPUD1 HGF HIF1A HILPDA HK1 HK2 HLA-DQB1 HMOX1 HMOX2 HSP90B1 HSPA5 HSPD1 HSPH1 HYOU1 ICAM1 ID2 IFI27 IGF2 IGFBP1 IGFBP2 IGFBP3 IGFBP5 IL6 INSIG1 IRF6 ITGA5 JUN KDR KRT14 KRT18 KRT19 LDHA LDHB LEP LGALS1 LONP1 LOX LRP1 MAP4 MET MIF MMP13 MMP2 MMP7 MPI MT-CO1 MT-CO2 MT1L MTL3P MUC1 MXI1 NDRG1 NFIL3 NFKB1 NFKB2 NOS1 NOS2 NOS2P1 NOS2P2 NOS3 NR3C1 NR4A1 NSG1 NT5E ODC1 P4HA1 P4HA2 PAICS PDGFB PDK3 PFKFB1 PFKFB3 PFKFB4 PFKL PGAM1 PGF PGK1 PGK2 PGM1 PIM1 PIM2 PKM PLAU PLAUR PLIN2 PLOD2 PNN PNP POLM PPARA PPAT PROK1 PSMA3 PSMD9 PTGS1 PTGS2 QSOX1 RBPJ RELA RIOK3 RNASEL RPL36A RRP9 SAT1 SERPINB2 SERPINE1 SGSM2 SIAH2 SIN3A SIRPA SLC16A1 SLC16A2 SLC20A1 SLC2A1 SLC2A3 SLC3A2 SLC6A10P SLC6A16 SLC6A6 SLC6A8 SORL1 SPP1 SRSF6 STC2 SYT7 TBPL1 TCEAL1 TEK TF TFF3 TFRC TGFA TGFB1 TGFB3 TGFBI TGM2 TH THBS1 THBS2 TIMM17A TNFAIP3 TP53 TPBG TPD52 TPI1 TXN TXNIP UMPS VEGFA VEGFB VEGFC VIM VPS11 VPS51 XRCC6 ZNRD2 WINTER_HYPOXIA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WINTER_HYPOXIA_UP ADORA2B AK4 ALDOA ANGPTL4 ANKRD37 ANKRD9 ANLN B4GALT2 BCAR1 BMS1 BNIP3 C16orf74 CA12 CA9 CDCA4 CNIH4 COL4A5 CORO1C CXCL8 DPM2 EEF1AKMT4 EIF2S1 GAPDH GEMIN2 GMFB GPN3 GSS HAUS2 HES2 HILPDA HOMER1 IGF2BP2 KCTD11 KRT17 LDHA LDLR METTL22 MIF MNAT1 MRGBP MRPL14 MRPS17 MTX1 NDRG1 NDUFA4L2 NME1 NTMT1 NUDT15 P4HA1 PAWR PDZD11 PEDS1 PFKFB4 PGAM1 PGF PGK1 PLAU PLEKHG3 PPARD PPP4R1 PSMA7 PSMB7 PSMD2 PTGFRN PVR PYGL RAN RHOC RNF24 RNPS1 RUVBL2 S100A10 S100A3 SLC16A1 SLC2A1 SLC6A8 SLCO1B3 SLIRP SNX24 TANC2 TEAD4 TFAP2C TIMM23 TMEM30B TMTC3 TNS4 TPBG TPD52L2 TPI1 TRMT5 TUBB4B VAPB VEGFA VEZT XPO5 WINZEN_DEGRADED_VIA_KHSRP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WINZEN_DEGRADED_VIA_KHSRP ADRB2 AMOTL2 ANKRA2 ARL14 B3GNT2 BDNF BMP2 CAV2 CCDC68 CCL20 CCN1 CCN2 CLDN12 CMKLR2 CPEB4 CSF2 CTSL CXCL10 CXCL11 CXCL2 CXCL3 CXCL8 CYP24A1 CYP26B1 DKK1 DNAJB5 DPY19L1P1 DUSP5 DUSP6 EDN1 EDN2 ELOVL4 EREG ERRFI1 F11R F3 FMN2 FRY FST GDF15 GEM GPR183 GREM1 HAS2 HBEGF ID2 IFIT1 IFIT2 IL23A IL6 INHBA IQCJ-SCHIP1 IRS1 ITGA6 JAG1 LMO2 MUC13 NFKBIZ NR4A2 NTN4 PAPPA PDGFA PDGFC PKIA PLAUR PMAIP1 PPP1R3C PTGER4 PTGFR PTGS2 PTHLH RHEBL1 RNF144B SCG5 SDC2 SDC4 SELE SERPINE2 SERPINI1 SHC4 SLC4A4 SLITRK6 SMPDL3A SPINK1 SPRY2 SPRY4 STK38L STYK1 TFAP2C TGFA TGFBR3 TMC7 TNF TRIM6 TRPC1 TSLP YPEL5 YRDC ZFAND6 ZFP36 WONG_ADULT_TISSUE_STEM_MODULE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WONG_ADULT_TISSUE_STEM_MODULE ABCA1 ABCB1 ABCC1 ABCG1 ABCG2 ABHD8 ABL1 ACOT1 ACOX1 ACTN1 ACTR3B ADAMTS1 ADARB1 ADCY6 ADCY9 ADGRA3 ADGRD1 ADGRE1 ADGRE5 ADGRG1 ADGRL4 ADM ADRB2 AFF4 AGTR2 AHRR AK1 AKTIP ALCAM ALDOC AMPD3 ANK3 ANKH ANTXR2 AOC3 APOBR APOE APP ARHGAP32 ARHGAP35 ARHGAP4 ARHGAP6 ARHGEF10 ARHGEF5 ARL3 ARMCX2 ARMCX4 ARPC1B ASAH2 ASH1L ASTN1 ATF3 ATP2A2 B2M BACH1 BAG3 BARX2 BASP1 BDNF BEX2 BEX4 BGN BHLHE40 BTG2 BTG3 C11orf54 C1QTNF12 C1R CACNA2D1 CACNA2D2 CADM1 CALD1 CAMK2B CAND2 CAPN2 CAPRIN2 CASP12 CASP4 CASQ2 CAV1 CAVIN2 CAVIN3 CBFA2T3 CBR3 CBX4 CCL11 CCL27 CCL3 CCL5 CCL7 CCN1 CCN2 CCND1 CD1D CD200 CD209 CD244 CD27 CD34 CD40 CD59 CDH2 CDKN1A CDKN1C CEBPB CEBPD CELSR3 CEROX1 CERS4 CHRNB1 CIDEA CILK1 CISH CITED2 CLCA3P CLEC7A CLIC4 CLK1 CMTM8 CNN2 CNN3 CNTN1 COL11A1 COL18A1 COL1A1 COL4A1 COL4A2 COL6A1 COL9A3 COMT CPHXL CPQ CR2 CREBRF CRIM1 CRIP1 CRYBG1 CSF2 CSF2RA CTSF CTSZ CXCL12 CXCL14 CXCL3 CXXC5 CYP1B1 CYP2J2 CYP4V2 CYP7B1 DAB2 DAB2IP DAPK2 DAPP1 DBNDD2 DBP DCUN1D1 DDIT3 DDIT4 DGKA DGKG DIP2C DKK3 DLC1 DLG3 DMD DNAI4 DNAJB2 DNAJB4 DNAJB9 DNMT3B DNTT DOCK7 DPT DST DTD1 DUSP1 DUSP2 DUSP4 DUSP8 DYNLL2 EBI3 EFNB2 EGR2 EHF EIF1 ELL2 ELOVL5 ELOVL6 EMB EMP1 ENAH ENG ENTPD1 EPB41L4B EPHA5 EPHA7 EPHB3 EPS8 ERRFI1 ESAM ESYT3 ETNK1 ETS2 EVL EYA2 F2R F2RL3 F3 FBLN2 FERMT2 FGF1 FGF17 FHL1 FKBP7 FKBP9 FLNB FLOT1 FLT3 FN1 FNTB FOS FOSB FOXA1 FOXA3 FOXC1 FOXN1 FOXP1 FOXQ1 FRMD6 FSTL1 FYN FZD2 GABARAPL1 GABBR1 GABRA3 GABRG1 GABRR1 GADD45G GATA2 GATA3 GATM GBP2 GCAT GCH1 GEM GJA1 GJC3 GKAP1 GLIS2 GLRA3 GLUL GNAQ GNB5 GNGT2 GNRHR GPR65 GPRC5B GPX7 GREM1 GRIA2 GRIA3 GRID1 GRIK1 GSTK1 GSX1 HBEGF HCAR2 HDAC11 HLA-DMA HLF HLX HMG20A HNF4A HOMER2 HOXA10 HOXA2 HOXA3 HOXA5 HOXA9 HOXC4 HPGD HSPA1A HSPA1B HSPA2 HSPB8 HTR2C HTRA1 ICAM1 ID1 ID2 ID4 IER2 IER3 IFI16 IFI44 IFIH1 IFIT1B IFITM3 IFNG IFNGR1 IGF2R IGFBP3 IGFBP5 IGFBP7 IGSF10 IL10RB IL11RA IL15 IL18 IL18R1 IL1B IL1R1 IL2RA IL6 IMPACT INHBB INVS IRF6 IRF7 IRGM ISG15 ITGAE ITGB5 ITIH5 ITM2A ITM2C ITSN1 JAK1 JUN JUNB JUND KAZALD1 KCNA1 KCNA2 KCND2 KCNK2 KCNMA1 KDELR3 KHDRBS3 KIT KITLG KLF10 KLF2 KLF4 KLF6 KLF9 KLK8 KLRB1 KLRG1 KMT2A KMT2E KRBA1 KRT6A KTN1 L1CAM LAMA2 LAMB1 LAMC1 LARGE1 LATS2 LGALS1 LGALS3BP LGALSL LGR5 LHFPL6 LILRB3 LIMCH1 LMO2 LPAR3 LPIN1 LPP LRP4 LRRC8A LRRFIP1 LSM14B LSP1 LST1 LTB LTBP1 LTBP2 LTBP3 LY75 LYSMD3 MACF1 MAGED1 MAGI2 MAN1A1 MAP7 MARCKS MARCKSL1 MATN2 MCOLN2 MDFIC MEDAG MEF2A MEIS1 MFGE8 MFNG MGST1 MITF MLLT3 MMP17 MOXD1 MPDZ MPL MPRIP MPZL1 MRPL52 MSI2 MSN MUC13 MUC4 MYADM MYCN MYH3 MYL9 MYLK MYO1B MYO5C MYOC NAB2 NACC2 NAP1L3 NAV1 NBEA NBEAL2 NCAM1 NCAM2 NCKAP1 NCR1 NDN NDRG1 NDRG2 NEDD9 NFIB NFIX NFKBIA NFKBIZ NICN1 NID1 NID2 NIPSNAP1 NKX2-3 NKX3-1 NPTXR NPY2R NR2F1 NR4A1 NR4A2 NR5A1 NRCAM NREP NRIP1 NRK NSG2 NUPR1 OSBPL1A P2RX4 P2RY14 P3H3 P3H4 PACSIN1 PADI4 PAIP2B PAQR7 PATJ PBX1 PBX3 PBXIP1 PCDHB15 PCK2 PCLO PCP4L1 PDE2A PDE8A PDGFA PDLIM2 PDLIM3 PDRG1 PEG3 PER1 PEX11A PFN2 PGAP4 PGLYRP2 PHC1 PHF13 PHLDA1 PHLDA2 PHLDB2 PHLPP1 PHTF2 PIGR PIK3C2G PKD2 PKIA PLEK PLEKHA5 PLK2 PLPP1 PLPP3 PLS3 PLXDC2 PLXNA2 PMEPA1 PMP22 PNRC1 POSTN PPFIBP2 PPIC PPP1R13B PPP1R15A PPP1R18 PPP1R9A PRDM5 PRKACB PRKCB PRKCE PRKCQ PROCR PRSS23 PTGER3 PTGER4 PTGS2 PTH PTN PTOV1 PTPN12 PTPN21 PTPRCAP PTPRK PTTG1IP PURA PXDN PYGM RAB11FIP5 RAB20 RAB27A RAB34 RAB38 RABEP1 RAI1 RAI14 RAMP3 RASD1 RASL10A RBP1 RBPMS RC3H2 RCAN2 RCAN3 REEP3 RELB RELN REST RETREG1 RFLNB RGS18 RGS2 RGS4 RGS5 RHOB RHOQ RHOU RIDA RILPL1 ROBO1 RORA RRAD RRAS RRBP1 RYR2 S100A1 S100A13 S100A4 S100A6 SARAF SARDH SASH1 SCD SCG5 SCN1B SDC1 SELP SEMA3E SENP6 SERPINA3 SERPINE1 SERPINF1 SERPINH1 SERTAD1 SESN1 SFRP1 SGCE SH3GLB1 SHANK3 SHFL SIRT3 SKI SLC12A2 SLC1A1 SLC35E4 SLC39A8 SLC3A2 SLC41A1 SLC66A3 SLC6A15 SLC6A6 SLC8A1 SLC9B2 SLCO3A1 SLURP1 SMAD1 SMAD7 SMARCA2 SMOC2 SNX10 SNX30 SOCS2 SOCS3 SORCS2 SORL1 SOX4 SOX6 SPARC SPIC SPON1 SSBP2 STAC STAT4 STBD1 STK10 STK17B STMN3 STXBP1 SYNPO SYT4 SYTL4 TAC1 TAF1D TAGLN TAGLN3 TAL1 TAMALIN TBR1 TBX1 TCEAL9 TCF4 TEK TEKT2 TENM2 TENM3 TES TESK1 TFAP2B TGIF2 TGM2 THA1P THBS1 THBS4 THSD1 TIE1 TIMP3 TINAGL1 TLE1 TMBIM1 TMEM176A TMEM176B TMEM98 TNC TNFAIP6 TNFRSF11B TOB1 TP53BP1 TP53I11 TPD52L1 TPM1 TPST1 TRAF1 TRIB3 TRIM32 TRIM44 TRIM47 TRPC6 TSC22D1 TSPAN4 TSPAN6 TTC28 TTC3 TTPA TUBB6 TXN TXNDC16 UBE2E2 UGDH UNC5C USP2 VCAM1 VDR VLDLR VN1R17P VN1R5 VNN1 VWF YES1 ZBTB20 ZDBF2 ZEB1 ZFP1 ZFP30 ZFP90 ZFPM1 ZKSCAN1 ZMYM4 ZMYM6 ZMYND11 ZNF23 ZNF275 ZNF503 ZNF519 ZNF521 WONG_EMBRYONIC_STEM_CELL_CORE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WONG_EMBRYONIC_STEM_CELL_CORE ABCB7 ACAD8 ADH5 ADSL AK4 ALDH7A1 ALDOC AMOTL2 ANP32E APEX1 ATP5PF ATP5PO AURKA AURKB BANF1 BAX BCAT1 BIRC5 BLM BRIX1 BTF3 BUB1 BUB1B BUB3 CBX3 CCNA2 CCNB2 CCNC CCND1 CCND2 CCNF CCT5 CDC20 CDC34 CDC6 CDC7 CDCA3 CDCA5 CDCA7 CDCA8 CDK1 CDK4 CDKN1C CDKN3 CHAF1A CHEK1 CHEK2 CISD1 CKAP2 CKS1B CKS2 CLPP COQ3 COX5B CRABP2 CSE1L CSRP2 CTNNA1 CTSC CYCS DAP3 DARS2 DBF4 DDX18 DEK DHX9 DLAT DLGAP5 DNMT1 DPP3 DTL DTYMK E2F3 EBNA1BP2 ECHS1 EEF1E1 EEF2 EIF2S2 EIF2S3 EIF3A EIF3I EIF3K EIF3L EIF4A1 EIF4B EIF4EBP1 EIF6 ELOVL6 EMC8 ENO1 ERCC6L ERP29 ETFA EXO1 EXOSC7 FAM136A FARSA FBL FDPS FGFR1 FH G3BP1 GARS1 GART GEMIN2 GEMIN6 GJA1 GLDC GLO1 GMNN GNA14 GNL3 GNPDA1 GSPT2 GTSE1 HADH HAT1 HAUS1 HDAC1 HELLS HMGB2 HMGN5 HNRNPA1 HNRNPAB HNRNPK HNRNPL HSPA14 HSPA9 HSPE1 IARS1 IPO9 JPT1 KIF11 KIF20A KIF22 KIF23 KIF4A KPNA2 KPNA6 KRAS LBHD1 LMNB1 LSM10 LSM2 LSM4 LSM5 LYPLA1 MAD2L1 MAIP1 MAPK13 MCM2 MCM3 MCM4 MCM5 MCM7 MID1IP1 MRPL11 MRPL12 MRPL13 MRPL15 MRPL16 MRPL37 MRPL39 MRPL4 MRPS17 MRPS18B MRPS2 MRPS28 MRPS30 MRPS36 MRTO4 MSH2 MTF2 MTHFD2 MYBL2 MYC NAP1L1 NASP NCAPD2 NCAPH NCBP2 NCL NDC80 NDUFA11 NDUFA9 NDUFAB1 NDUFB10 NDUFB7 NDUFB8 NDUFS2 NEK2 NHP2 NIFK NIP7 NIPSNAP1 NLN NME2 NME4 NONO NOP10 NOP2 NT5DC2 NTHL1 NUDCD2 NUP107 NUSAP1 ORC1 OTX2 PA2G4 PABPC1 PARP1 PCNA PDCD2 PDHA1 PDIA4 PDPN PHB1 PHC1 PHF5A PIPOX PLK1 PLK4 POLD1 POLE2 POLR2F POLR3K POP7 PPM1G PPP4C PRDX1 PRIM1 PRIM2 PRMT1 PRMT3 PROM1 PRPS1 PSMA5 PSMA7 PSMB5 PSMB6 PSMD14 PSME3 PUS1 RAB34 RACGAP1 RAD18 RAD23B RCC1 RCC2 RCN2 RFC3 RNPS1 RPA2 RPA3 RPL10A RPL13 RPL22 RPL27A RPP40 RPS12 RPS16 RPS19 RPS23 RPS27 RPS3 RPS5 RPS8 RPSA RRM1 RRM2 RUVBL1 RUVBL2 SARS1 SDHC SDHD SEPHS2 SERPINH1 SET SINHCAF SLC16A1 SLC25A5 SLC2A1 SMC2 SMC4 SNRNP40 SNRPA SNRPA1 SNRPD1 SNX5 SOX2 SPAG5 SQLE SRSF10 SS18 SSB STIP1 STOML2 SUMO1 TCF19 TCF7L1 TCOF1 TEAD2 TERF1 TGIF1 TGIF2 THOC3 TIMM13 TIMM44 TIMM8A TIMM8B TMEFF1 TOP2A TP53 TRIP13 TRIP6 TTK U2AF1 UBE2G1 UBE2V2 UGDH UQCR11 UQCRH UTP18 VBP1 VRK1 WBP11 WDHD1 WDR77 WEE1 XPO1 XRCC5 YAP1 YY1 ZIC3 ZNF22 WONG_ENDMETRIUM_CANCER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WONG_ENDMETRIUM_CANCER_DN ADAMTS5 ADGRD1 ALDH1A2 ATP8A2 CD248 CNRIP1 COL3A1 COX7A1 CRISPLD2 CTSW DCN DPP6 ECM2 EDNRB EFEMP1 EFS EHD2 EMILIN1 F10 FBN1 FBXO32 FLRT2 FOXL2 GAS6 GFRA4 GLT8D2 GNLY HAND2-AS1 HGF HIC1 IGFBP6 JPH4 KIF26A KLRC2 LDB2 LMOD1 LTBP4 MASP1 MICU3 MIR503HG MME NDN NID1 OGN OLFM1 OSR2 P2RY14 PAPPA PARM1 PDGFRA PEG3 PID1 PLEKHH2 PWWP3B RAMP1 RBP7 RIPOR3 RORB RUNX1T1 SCARA5 SFRP4 SIN3B SLC18A2 SLC24A3 SRPX SYNPO2 TBX3 TCEAL7 TMEM132C TNXA TRO TRPC1 TSHZ3 TWIST2 VGLL3 WNT4 WT1 XYLT1 WONG_ENDMETRIUM_CANCER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WONG_ENDMETRIUM_CANCER_UP ALPG BST2 CCL20 CDC20B CXCL17 CXCL5 DKK4 EPPK1 ESPN FOXA1 FOXC1 HP KANK4 KIF1A LCN2 LTF MALSU1 PITX1 S100A2 SAA2 SERPINA3 TFAP2A TFF3 VIL1 ZIC1 WONG_ENDOMETRIAL_CANCER_LATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WONG_ENDOMETRIAL_CANCER_LATE CXCL9 GADD45G GH1 IGHG1 IL23A JCHAIN PTPRC SERPINA3 TENT5C WONG_MITOCHONDRIA_GENE_MODULE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WONG_MITOCHONDRIA_GENE_MODULE ABCB6 ACADSB ACAT1 AGMAT AIFM1 AK2 ALDH6A1 ATOX1 ATP13A3 ATP1B1 ATP1B3 ATP5F1B ATP5F1C ATP5F1E ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5PB ATP5PD ATP5PF ATP5PO ATP6AP1 ATP6V1B1 ATP6V1C1 ATP6V1D ATP6V1E1 ATP6V1F ATP6V1G1 ATP8A1 AUH BCL2 BOP1 CHDH CKMT1B CLPP COQ3 COX11 COX17 COX18 COX4I1 COX5A COX5B COX6A1 COX6B1 COX6C COX7A1 COX7A2 COX7A2L COX7B COX7B2 COX7C COX8A CP CPT1A CRAT CRYZ CRYZL1 CYB5A CYC1 CYP27A1 DAP3 DBT DCTN6 DECR1 DIABLO DLD DUT ECHS1 ECI1 FDXR FH FIBP GATD3 GCAT GCDH GIMAP5 GLUD1 GOT2 GPD2 GPX4 GRPEL2 GSR GSTO1 GSTZ1 HAX1 HCCS HINT2 HMGCS2 HSCB HSD17B10 IDH2 KARS1 LONP1 LRPPRC MAOA MCAT MCCC2 MCEE MIPEP MRPL11 MRPL12 MRPL13 MRPL18 MRPL27 MRPL3 MRPL32 MRPL36 MRPL40 MRPL42 MRPL45 MRPL49 MRPS15 MRPS16 MRPS17 MRPS18A MRPS18B MRPS18C MRPS28 MRPS30 MRPS33 MRPS36 MTHFD2 MTRR MTX2 NDUFA1 NDUFA10 NDUFA12 NDUFA3 NDUFA4 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFAF1 NDUFB1 NDUFB10 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS8 NDUFV1 NDUFV2 NFS1 NIPSNAP1 NME4 NQO1 NT5M OXCT1 PCCB PCK2 PDHA1 PDHB PDHX PDK3 PDP1 PPIF PRDX5 PTRH2 SCO1 SCO2 SCP2 SDHB SEC61G SFXN2 SFXN5 SLC16A3 SLC16A5 SLC25A1 SLC25A17 SLC25A19 SLC25A22 SLC25A32 SLC25A39 SLC40A1 SLC9A2 SLC9A5 SOD2 SUCLA2 SUCLG1 SURF1 TFAM TIMM10 TIMM13 TIMM17B TIMM23 TIMM8B TOMM40 TOMM7 TOMM70 TRIM45 TSFM TSPO TUFM UNG UQCR10 UQCR11 UQCRB UQCRFS1 UQCRQ VDAC2 VDAC3 WARS2 WONG_PROTEASOME_GENE_MODULE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WONG_PROTEASOME_GENE_MODULE ARIH1 CDC20 CDC34 FBXO21 PSMA1 PSMA4 PSMA5 PSMA7 PSMB10 PSMB2 PSMB3 PSMB4 PSMB6 PSMB8 PSMC3 PSMC5 PSMD1 PSMD10 PSMD12 PSMD14 PSMD3 PSMD8 PSME1 PSME3 SIAH1 SIAH2 SQSTM1 UBA3 UBA6 UBE2C UBE2D2 UBE2G1 UBE2Q2 UBE2R2 UBE2T UBE3A UBR7 UCHL3 USP1 USP10 USP11 USP13 USP14 USP18 USP25 USP32P2 USP39 USP4 USP46 USP8 WOOD_EBV_EBNA1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WOOD_EBV_EBNA1_TARGETS_DN ABCC4 ABCE1 ACAA2 ACTR2 ADAP2 AKAP12 ALCAM C4BPB CALCOCO2 CCN5 CLEC2B DPM3 DYNLT3 EPB41L3 GNAQ GOLGA4 GPNMB IDI1 IL13RA1 INSL4 IPO7 IQGAP1 KDELR2 KIF5B MACF1 MAP7 MEST MFAP5 MYLK NUDT2 P2RY6 PSMB8 PTGS2 RAB13 RGS2 S100A8 S100P SGK1 SLC16A7 SLC27A5 SLC39A6 SPHK1 SPOCK1 TAX1BP1 TGFBI TPM1 TSPAN8 UGP2 WOOD_EBV_EBNA1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WOOD_EBV_EBNA1_TARGETS_UP ABI2 AGPS AKR1C1 AKR1C2 AKR1C3 ALDH3A1 ANXA6 APOBEC3B ARHGDIA ASS1 ATP5MC3 BAG3 C1S C3 CALM3 CCDC6 CD44 CHERP CHN1 CLU CTSC CTSD DGCR2 DNAJB1 DPAGT1 DUSP14 EEF1A2 EIF4G1 EMP2 EPHX1 F8A1 FASN FBLN1 FBN2 FGFR3 FHL1 FZD2 GCLM GLUL GNAS GSTM4 GTF3C3 H1-10 HIRA HNRNPA0 HNRNPA3P1 HOXC10 HOXC6 HSPA1A HSPA1B HSPD1 HSPE1 HYOU1 ICAM1 ID2 IGF2R ILF3 INHBC INPP1 ITGAV LGALS3BP LGR5 MAML1 MAPRE2 MTX2 MYC NAB1 NCKAP1 NEFH NELL2 NFE2L2 NQO1 OPN3 P2RX5 PGD PIR PNMA1 PODXL PRKCSH PRKRA PTBP1 RBPMS S100A4 SCARB1 SERPINH1 SF1 SF3A2 SF3B1 SIX2 SKP2 SLC29A1 SLC29A2 SLCO3A1 SLCO4A1 SORD SPON2 SRRM1 STAT1 TFAP2C TMPRSS3 TRIM16 TUBA1A TUBGCP4 TXNRD1 TYRO3 UBE2E3 UCK2 UGDH WIPF1 ZNF580 WOO_LIVER_CANCER_RECURRENCE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WOO_LIVER_CANCER_RECURRENCE_DN AASS ACAA1 ACADSB ACOX2 ACSL5 ACY1 ADH1B ADH5 ADH6 ALAS1 ALDH1L1 ALDH3A2 APOC3 APOC4 APOL6 BPHL C4BPA C4BPB CA14 CA5A CAT CPS1 CRAT CRYL1 CSAD CYB5A CYP27A1 CYP2E1 CYP2J2 CYP3A43 CYP4F12 CYP4F2 CYP4F3 DAO DCXR ECHS1 ECI1 EPHX1 EPHX2 FMO4 G6PC1 GCDH GLUD1 GLUL GOT2 GPT HGD HNF4A HPD HSD17B4 LDLR MASP2 MAT1A MTTP NHEJ1 PAH PAOX PC PCK2 PCTP PCYT2 PEMT PIPOX PLIN1 PLPP3 POR PPARA QDPR SARDH SERPING1 SLC25A15 SLC2A2 SLC2A9 SLC35A2 SULT1B1 SULT2A1 SUOX TTPA WOO_LIVER_CANCER_RECURRENCE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WOO_LIVER_CANCER_RECURRENCE_UP ALDOA ANOS1 ARHGAP4 ARHGEF2 BCL2 BHLHE41 CCL2 CCN2 CCND2 CCND3 CCNI CD24P2 COL11A1 COL1A1 COL1A2 COL6A3 COL9A2 CRIP1 CRYAB CSGALNACT1 CXCL1 CXCL6 CXCL8 DAB2 DBN1 DDIT3 DDR1 DPYSL2 DPYSL3 DUSP4 E2F3 EFHC1 ENO2 ENPP2 EPHA3 EVL EXT1 FGD6 FGFR1 FGFR2 FLNA FZD1 GAS7 GEM GPC4 HK2 HKDC1 HMGA1 IGFBP3 JAG1 JAG2 LAMA4 LAMA5 LAMP3 LOX LPCAT1 MAB21L2 MAPK12 MARCKS MEF2C MGP MICAL1 MYO6 NOTCH2 PDGFA PFKM PFKP PFN2 PKM PLAGL1 PLAU PLAUR PLCE1 PMP22 POSTN PPT1 PTMA QSOX1 RGS1 RGS10 RGS2 RHOF S100A6 SEMA3C SEMA6A SGCB SLIT2 SOCS1 SOX9 TACSTD2 TEAD4 TGFB1 TGFB2 TLK2 TMSB10 TNFRSF25 TPBG TPM2 TPM4 TREM2 TSPAN3 UBR5 VEGFB ZEB2 ZNF354A WORSCHECH_TUMOR_EVASION_AND_TOLEROGENICITY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WORSCHECH_TUMOR_EVASION_AND_TOLEROGENICITY_DN BAK1 IFNGR1 IL10 IL10RB IL1R2 IRF1 IRF3 IRF6 LSP1 SOCS1 SOCS3 TANK TLR6 TOR1AIP2 WORSCHECH_TUMOR_EVASION_AND_TOLEROGENICITY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WORSCHECH_TUMOR_EVASION_AND_TOLEROGENICITY_UP BLNK BOK CCL23 CCL4 CCR7 CX3CL1 CXCL10 CXCL9 IFNAR1 IFNB1 IFRD1 IL12B IL13 IL17D IL23R IL2RG IL4 IL4I1 IL6 IL7R IL9 IRF7 IRGM LCP2 LY6D NFKB1 PIAS2 PIAS3 STAT4 VPREB3 XCL1 WORSCHECH_TUMOR_REJECTION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WORSCHECH_TUMOR_REJECTION_DN BCAP31 BTLA ELP1 ILF3 IRAK1BP1 IRF2BP1 LY6E TIAM2 TNFAIP1 TNFRSF12A WORSCHECH_TUMOR_REJECTION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WORSCHECH_TUMOR_REJECTION_UP ACKR1 ALCAM BCL2A1 CCL1 CCL11 CCL15 CCL22 CCL23 CCL4 CCL5 CCL8 CCR10 CCRL2 CKLF CLEC10A CXCL11 CXCL3 EBF4 FASLG GZMB IFI16 IFI27 IFIT1B IFITM1 IFNA4 IFNG IL17F IL17RB IL1A IL1B IL1RAP IL23R IL2RG IL31 IL36G IL4I1 IL5 IL7 IL7R IRF4 IRF6 ITK JCHAIN KLRD1 LCK LILRB4 MSR1 NFAT5 NFKBIZ NKIRAS2 NKRF STAT2 STAT6 TAGAP TCL1B TLR4 TLR6 TLX1 TNFRSF1B TNFRSF4 TNFSF11 WOTTON_RUNX_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WOTTON_RUNX_TARGETS_DN ADD3 ALCAM CDH26 CEBPD EGLN3 ENO2 ERRFI1 FDX1 FNDC3A GAS2 ID2 ID3 KITLG MSLN NR3C1 PDE8B PLOD2 PRRX1 PXYLP1 RAMP3 RGS2 RNF144A SGPP1 SIPA1L2 SIX1 TENM4 TOB2 VIP XDH WOTTON_RUNX_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WOTTON_RUNX_TARGETS_UP ANGPTL4 CCL7 CDK18 CYP1B1 GPR15LG ITGB5 KHK LY6E MASP1 NCAM1 RDH10 RGCC RNF19B SERTAD4 SLC40A1 ST3GAL5 TIMP4 TMEM268 UGCG WWP2 WUNDER_INFLAMMATORY_RESPONSE_AND_CHOLESTEROL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WUNDER_INFLAMMATORY_RESPONSE_AND_CHOLESTEROL_DN ACTA1 ADIPOQ ALB CDKN1C CXCL9 CYP2E1 HLA-A HLA-DQA1 IGKC IGKV2D-30 JCHAIN MPEG1 SERPINA1 WUNDER_INFLAMMATORY_RESPONSE_AND_CHOLESTEROL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WUNDER_INFLAMMATORY_RESPONSE_AND_CHOLESTEROL_UP AIF1 AMBP ARG2 B2M BST2 CASP1 CASP7 CCL5 CCL8 CD14 CD74 CELA1 CMPK2 CTRB2 CTSC CTSS CXCL6 DEFA1 DEFA5 DMBT1 DUSP28 ERO1A FLOT1 GAST GATM GBP2 GBP6 GK HLA-A HLA-B HLA-DMA HLA-DMB HLA-DQA1 HLA-DQB1 HLA-DRB5 HLA-E IFI44 KLK1 KRT16 LY75 LYN MPEG1 MUC17 NFKBIZ PDIA4 PLAC8 PSMB10 PSMB8 PSMB9 PSME2 SERPINA1 SERPINI2 SLC16A1 SLC40A1 SOCS1 SP110 STAT1 TAP2 TFF3 TFRC TLR2 UBA7 UGT2B28 UPP1 WU_ALZHEIMER_DISEASE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WU_ALZHEIMER_DISEASE_DN ADAMTS2 ADIRF ANK3 CD2BP2 CDK10 DEFB4A EIF2S3 ELN FADS2 HSPA2 IFITM1 MAF NR4A2 NUPR1 PDE1A PDE1B PLEC REM1 RPL37A WU_ALZHEIMER_DISEASE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WU_ALZHEIMER_DISEASE_UP ABTB2 ADGRB2 APEX2 CBFA2T3 CYP11B1 ENTPD1 FKBP1A FOXO4 H2AC7 NRG1 PCDH9 PSPHP1 STEAP2-AS1 TGM2 WU_APOPTOSIS_BY_CDKN1A_NOT_VIA_TP53 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WU_APOPTOSIS_BY_CDKN1A_NOT_VIA_TP53 AIMP1 CCN1 CDC6 CENPF F9 HSPA1B MYBL2 SMPD4 SPAG5 VEZT ZNF629 WU_APOPTOSIS_BY_CDKN1A_VIA_TP53 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WU_APOPTOSIS_BY_CDKN1A_VIA_TP53 ANLN ASPM ATAD2 AURKA AURKB BIRC2 BUB1 CCN1 CCNB1 CDC25B CDK1 CDKN1A CEP55 DLGAP5 EXO1 FANCI FAT2 HMGB1P5 HMGB2 HNRNPA2B1 KNTC1 MCM2 MCM3 MCM4 MCM6 MIS18BP1 MKI67 NCAPD3 NCAPG NPM1 P4HA1 PARP2 PBK PRC1 RACGAP1 RRM1 SERPINI2 SMC2 SPDL1 TCN2 TPX2 TRIM44 TTK TUBA1A TUBB3 TUBB4A TYMS UBE2C UBE2T VEGFA WDHD1 ZBTB5 ZNF84 WU_CELL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WU_CELL_MIGRATION ADAMTS1 ADIRF AGR2 AHNAK2 AKAP12 AKR1C1 AKR1C3 ANXA8 AQP3 ARHGAP29 ARHGDIB ARID5B ARL4C ASAH1 AXL BICC1 BST2 CAPG CCN1 CD24 CD55 CDA CDH1 CDH3 CHST15 CLDN4 CLDN7 CLU COL18A1 COL4A1 COL4A2 COL6A2 CRYBG1 CST6 CSTB CTSH CXADR CXCL1 DAPK1 DCBLD2 DKK3 DSE DTX4 DYNLT3 EEF1A2 EFEMP1 EFNB2 EHF EMP3 EPAS1 EPB41L2 EPCAM EPS8 ERAP2 ESRP1 F2RL1 FABP5 FBLN1 FGF2 FKBP11 FN1 FOSL1 FXYD3 FYN GALNT1 GALNT14 GALNT3 GATA3 GJA1 GJB3 GLIPR1 GLUL GNG11 GPR87 GRAMD2B GSTM3 H2BC12L HMGA2 IGF2BP2 IGFBP3 IGFBP6 IGFBP7 IL1A ITGB4 JAG1 JUP KCNK1 KLF5 KRT17 KRT18 KRT19 KRT7 KYNU LAD1 LAMA3 LGALS3 LIMA1 LIMCH1 LOXL2 LPAR1 MAGEA3 MAOA MAP1B MAPK13 MEST MSN MT1E MT1F MT1G MT1H MT1X MT2A MTUS1 NEDD9 NMU NNMT NR2F2 OLR1 PALM2AKAP2 PDGFC PERP PIR PKP3 PLAC8 PLAGL1 PLIN2 PODXL PPL PTGER4 PTGES PTGS2 RAB25 RAB31 RAC2 RBPMS RGS20 RHOBTB3 RNF128 S100A14 S100A2 S100A4 S100A6 S100P SACS SCNN1A SERPINE1 SFN SH3YL1 SIRPA SLC27A2 SLPI SMURF2 SNAI2 SOX9 SPINT1 SQOR SRGN ST14 TACSTD2 TFPI2 TGFBI TGM2 THBS1 TIMP3 TM4SF1 TMEM30B TNFAIP2 TNFRSF21 TPM2 TRIM29 TSPAN13 TSPAN4 TUBA4A TUBB6 TXNIP UGCG UGT1A10 VCAN VGLL1 VIM WNT5A WWTR1 ZNF22 WU_HBX_TARGETS_1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WU_HBX_TARGETS_1_DN ANPEP BCL2L1 CDC42BPA CSNK1G2 EIF2AK2 HSPA1L IGHV5-78 KLF6 MADCAM1 MAP2K3 MAP3K1 NCOA3 PDS5B PPP5C PRKCD PRKCI PTPN14 RAB5C RYBP STK25 TGFB1 TGFB2 YWHAE WU_HBX_TARGETS_1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WU_HBX_TARGETS_1_UP ACP2 ADGRE3 ATP5PF CASP4 CCNG1 CDKN3 CXCL1 FAS GLRX HMGB2 IGKC IL6 MMP1 PMAIP1 SLC25A5 UCK2 WU_HBX_TARGETS_2_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WU_HBX_TARGETS_2_DN ACP2 EIF2AK2 IGHV5-78 IGKC IL6 KLF6 MADCAM1 MAP3K1 MMP1 NCOA3 PMAIP1 PRKCD PRKCI PTPN14 RYBP TGFB1 WU_HBX_TARGETS_2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WU_HBX_TARGETS_2_UP ADGRE3 ANPEP ATP5PF BCL2L1 CASP4 CCNG1 CDC42BPA CDKN3 CSNK1G2 CXCL1 FAS GLRX HMGB2 HSPA1L MAP2K3 PDS5B PPP5C RAB5C SLC25A5 STK25 TGFB2 UCK2 YWHAE WU_HBX_TARGETS_3_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WU_HBX_TARGETS_3_DN EBI3 GAS6 GLG1 GSTA4 GSTM4 GSTM5 IL6 MAP2K2 PAK1 PMAIP1 TGFB1 TP53 WT1 WU_HBX_TARGETS_3_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WU_HBX_TARGETS_3_UP CASP4 CCNI CDK4 CDKN3 DAD1 FAS GSTM2 IFITM1 IFNAR2 MFNG MYB MYC PDCD2 SLC2A5 TFAP4 TWF1 TYMS VCL WU_SILENCED_BY_METHYLATION_IN_BLADDER_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WU_SILENCED_BY_METHYLATION_IN_BLADDER_CANCER ANPEP CES2 CLIC2 CNN1 COBL COL5A2 COL6A3 CPE CX3CR1 DPT ERBB3 ETV1 FCGRT FGL2 FMO5 GATM GCHFR GUCY1A1 HBB HLA-DQB1 IGF1 ITGB2 JCHAIN KLF4 KLRC2 LAMA2 LMO2 LRIG1 MIR22HG MITF MYH11 NR4A1 NR4A3 PEG3 PLAAT4 PLEK PRKCD PROM1 PTGER3 PTPRC PTX3 PXDN SCRG1 SELENOP SLC4A4 SPINK1 TGFBR3 TSPAN8 UBL3 USH1C VCAN ZCCHC24 XIE_LT_HSC_S1PR3_OE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/XIE_LT_HSC_S1PR3_OE_UP A2M ABCB4 AKAP12 AREG ARHGAP6 CA2 CD36 CD38 CPA3 CST7 CTTN ETV4 GAD1 IL1RAP LEF1 LPAR5 MICAL2 NID1 NR4A2 NTRK1 PCDH9 PDE4A RGCC STRIP2 TBC1D4 TGM2 TMEM121B VCAN ZFP36L1 XIE_ST_HSC_S1PR3_OE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/XIE_ST_HSC_S1PR3_OE_DN ADD2 AHSP CA1 CHST2 DHRS9 DPP4 FAM178B FGFR4 GAL GYPA GYPB GYPE HBG1 HBG2 IGFBP5 NFIA OSBP2 PKLR PLXNA2 PNMT SELENBP1 TFR2 TRIB2 XIE_ST_HSC_S1PR3_OE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/XIE_ST_HSC_S1PR3_OE_UP ABCA1 ABCC3 ABHD4 ADAM12 AFAP1 AK5 ALOX12 ANGPTL6 ANKRD45 ARAP3 ARHGAP20 ASAP2 ATP8A2 AVPR1A BAMBI BATF2 BCAR1 BCL2A1 BLK BMF BST2 C1orf116 CAV2 CCL4 CCL5 CD276 CD52 CD69 CDCP1 CELA2B CLDN16 CMKLR1 COL6A3 CPHL1P CPXM2 CR1L CSMD3 CXCL10 CXCL11 CYP1B1 DAB2 DAPP1 DDX60 DDX60L DGKI DHX58 DTX3L EGR3 EIF2AK2 EPHA2 EPSTI1 FBXO6 FCMR FOXC2 FRZB GATA3 GBP1 GBP2 GBP5 GGTA1 GJA5 GPR142 GPRC5C GSN H1-0 H2AC6 HBEGF HDAC9 HELZ2 HERC5 HERC6 HES4 HEY1 HMCN1 HPGD HPSE HSPB1 ID2 IFI27 IFI35 IFI44 IFI44L IFI6 IFIH1 IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 IFITM3 IFNB1 IL1RN IL24 IL2RB IRAK2 IRF7 IRF9 ISG15 ISG20 KALRN KCNA3 KDR KLHDC8A KRT79 LAMP3 LAX1 LCK LGALS3BP LINC02454 LINC03088 LRRC77P LY6E MAP2 MOXD1 MTUS1 MX1 MX2 MYL9 NCOA7 NEDD9 OAS1 OAS2 OAS3 OASL OCSTAMP PARP10 PARP12 PARP9 PDE3A PDE9A PDLIM4 PITPNC1 PKDCC PLEK PLPP1 PLSCR1 PPP1R16B PROS1 PRR5L PTGER1 PTGER4 RAB27B RAMP1 RDH10 RELB RGS1 RGS13 RIGI RNF213 ROR1 RSAD2 RTP4 RYR2 SAMD9 SAMD9L SELP SEPTIN5 SERPINE1 SERPINI1 SHFL SHISA5 SIGLEC9 SLC7A7 SLFN14 SLFN5 SMAD6 SNPH SP110 SPATS2L SPINK4 SPP1 SPRY4 STAT1 SUCNR1 TDRD7 TMEM221 TMIGD3 TNFSF18 TRIM25 TTC24 TUBAL3 UBASH3B USP18 VCL VWA5A WNT11 XAF1 XIRP1 ZNF683 XU_AKT1_TARGETS_48HR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/XU_AKT1_TARGETS_48HR B3GALNT1 BRCA1 CTAGE1 IFI6 MAP2K5 PLXDC1 RARB SEC24D TRPC3 XU_AKT1_TARGETS_6HR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/XU_AKT1_TARGETS_6HR ABI1 BRCA1 CDC5L ERBIN ERF HERC5 HNRNPH1 IFI6 IFIH1 IFIT1 IFIT3 IFITM2 INHBC IRF7 ISG15 LYST MAP2K5 MX1 OAS3 PLSCR1 PRKAR1A SGK2 SOAT1 TAT TCTN2 U2AF2 UBBP1 XU_CREBBP_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/XU_CREBBP_TARGETS_DN ADAR ADGRE5 ALDH1A3 ANKRD17 ANP32A ARF6 ARHGEF2 ATP1A1 CASP9 CCR6 CCR7 CHTF8 CIITA COTL1 CYTH1 DIAPH1 EPHA4 ERCC2 ETS1 FCER2 GABRG3 GSN HSD11B1 ID3 IGHV1-58 IGHV3-66 KRTAP8-1 LTA NR1H2 NUCB2 OCEL1 PER2 RAB14 RELB TBC1D10A TGFB1 TPR ZNF444 ZNF574 XU_CREBBP_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/XU_CREBBP_TARGETS_UP ADSL GBP7 GNL3 HLTF HMOX1 LDAF1 LGMN LMBR1L LRG1 LRRN1 MCM2 NME4 NVL PPAN PRMT1 PROM1 RAD1 RCN1 RRP1B S100A6 THA1P XPOT XU_GH1_AUTOCRINE_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/XU_GH1_AUTOCRINE_TARGETS_DN ADCY1 ADIPOR2 AGR2 ARID5B ARMH3 ARMT1 B4GALT1 BAMBI CA2 CACNG4 CD44 CDC42BPA CHD6 CIT CMTR2 COL12A1 COQ4 CTNND2 CUX1 DBN1 DDX39A DNAJC1 DSCAM DYRK1B EEIG1 EFNA5 EFNB2 EIF5 ELOVL2 ESPN EXOC3 GDAP1 GDF3 GP9 GPR180 GPX4 GSTM3 HOOK1 HPSE HSPA1B HSPH1 IGFBP4 IL36RN IPO7 ISOC1 JAK1 KCNK2 KDM5B KRT80 LAMA5 LXN MAGED2 MAP3K1 MCF2L MCPH1 MPRIP MUC3A NAALADL2 NAT1 NBEA NDUFB8 NETO2 NFYC NIBAN2 NLN NPHS2 NR2F2 NRCAM NUMA1 NUP50 OLFM1 PCCB PCLAF PIK3CA PLAAT3 PLK2 PMEPA1 PODXL POMT1 PPIP5K2 PREX1 PRLR PTBP3 PTPN3 PTPRK PUS7 PWAR1 PXDN RAB31 RAMP1 RBFOX1 RBM7 RBPMS REL RELN RETREG1 RHOQ RPL37 RPS6KB1 RSL1D1 SBK1 SCGB2A1 SDHA SEMA3C SERPINA5 SETD2 SLC22A23 SLC38A1 SLC39A10 SLK SNORD62A ST3GAL2 SULF1 SULF2 TGIF2 THBS1 TIMP3 TJP1 TMEM164 TMSB4X TNFRSF4 TNNT3 TPM1 TSPYL5 UBL3 UGDH ULK1 UNC5C XIST ZNF138 ZNF217 XU_GH1_AUTOCRINE_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/XU_GH1_AUTOCRINE_TARGETS_UP ABCA12 ABHD4 ADAM29 ADRB1 AGA ALCAM ANKRD46 APRT ARHGAP31 ATP5MG ATP5PF AXL BLVRB BMP7 BSG BVES-AS1 C14orf132 C1orf226 CALHM6 CAPN15 CBX1 CDAN1 CDH18 CENPJ CFL2 CHCHD2 CHST7 CLDN2 CLEC7A CNTNAP1 CPE CPNE6 CRHR2 CRTC3 CSRNP1 CSRNP3 CTAGE1 CXCR4 CYBRD1 CYLD DBF4 DNAI7 DOCK2 DRD5 DSCR8 ECI2 EDC3 ELAPOR1 ENTPD2 EPOR FAM110B FNDC8 G3BP1 GABRA4 GASK1B GGH GML GNG3 GNPAT GPR12 GRINA H2AZ1 H2BC13 HACD2 HAND1 HCN1 HECW2-AS1 HERC5 HOXB9 HOXC10 HPF1 HTR1A HYDIN HYMAI ID1 ID3 IGSF9B INSM1 IRAG1 KCNMB2-AS1 LAMA3 LDAH LGALS1 LGR5 LINC00837 LINC00923 LINC00954 LINC01150 LINC02535 LINC02555 LRRN2 MBNL1-AS1 MOB3B MOGAT2 MRPL28 MTHFD2L MUC5B MYDGF MYL12A MYOD1 NAA15 NABP1 NDUFA1 NIBAN1 NOS1 NOX5 NUDT21 OAT OLFML3 OMD OR10H1 OR4D1 OR7E19P OR8G2P P2RX4 PAX4 PHC2 PHF21A PHGDH PIR PITX3 PLBD1 PLP2 PPA1 PPA2 PPBPP2 PPM1J PPM1K PRC1 PRDX1 PRM1 PRRT1 PSMB2 PTGR1 RABGEF1P1 RBPJL RCAN1 RIMS1 RIMS2 RNF220 RNF39 ROR1 RPL36 RPL8 RPS6KA3 SARS1 SATB1 SC5D SCRG1 SELENOP SEMA5A SFXN5 SGCE SH3KBP1 SLC25A4 SLC25A6 SLC26A2 SLC43A1 SLCO3A1 SMR3B SNCG SOD1 SOX21 SPARCL1 SPATA7 SPATS2L SPEF2 SPIB SPINK7 SSR4 ST6GALNAC3 STEAP1 STMN2 TAAR3P TBP TECTA TFF1 TFF3 TLE2 TLE5 TM6SF2 TMEM212 TMEM92-AS1 TOM1L2 TRAPPC11 TRH TRPC2 TRPM2 UFSP2 UGT8 UQCR11 UQCRQ USP45 VWA7 XBP1 YAF2 ZBTB20 ZEB2 ZFY ZNF770 ZNF827 XU_GH1_EXOGENOUS_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/XU_GH1_EXOGENOUS_TARGETS_DN ACADL ADPRH APOBEC2 APOM ARSF BMP2 BMP8B C6orf15 CA6 CACNA1C CARD18 CBX1 CDC14A CEP192 CES2 CES3 CFAP107 CPB1 CPS1 CYB5A CYP4F3 DBF4 DNAJC1 ECPAS ELAVL4 ERCC4 ESRRG FAM135A FANCM FOXO4 GAD2 GALNT9 GBX2 GLRX GPLD1 GPR171 GPR180 H2BC12 HMGB2 HPSE HS3ST1 INTS6 ITGB3 KCNAB2 LBX1 LUZP4 MAN1C1 MED12L METTL5 MINDY2 MITF MUC3A NACAD NDUFB9 NDUFS3 NOX3 NRTN OAS2 OXCT2 PDCD1LG2 PFKFB4 PHOX2B PIK3C2A PLCXD1 PLG PMCH PPEF2 PPP1R2C PPP1R3A PRDX3 PURG PYGM RASGRF2 RFPL1 RNF144A SCGB2A1 SGK1 SLC12A1 SLC23A1 SLC23A2 SLC2A8 SLC35B3 SLC4A7 SMARCA1 SNAI2 SNAP91 SOX1 SP4 SPRY2 SYNPO2 TAF2 TANGO6 TCP1 TFDP3 TFEC TMC6 UBXN8 USP2 WFS1 ZFP2 ZNF19 ZNF419 ZNF473 ZNF616 ZNF654 XU_GH1_EXOGENOUS_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/XU_GH1_EXOGENOUS_TARGETS_UP ANGPTL1 BVES-AS1 C2orf72 CA7 CASQ2 CDAN1 CDC34 CENPT CRHR2 CTAGE1 DRD5 EFCAB6 EPB42 EPHB2 EPOR GABRA4 GRK5 GRM6 HAND1 HYMAI LGR5 LINC01150 LINC01587 MOGAT2 MS4A6A NHLH1 NKAIN1 NOS1 NXPE4 OR10H1 OR4D1 OR9A1P PCLO POU2F2 PPBPP2 PRLHR PRRT1 RABGEF1P1 RSPH14 S1PR2 SERPINA1 SFXN5 SLC26A6 SLCO3A1 SMR3B SOS2 SPARCL1 SPATA7 ST6GALNAC3 STATH SYT5 TAGAP TMEM92-AS1 TNFRSF11A TSHB ZNF668 XU_HGF_SIGNALING_NOT_VIA_AKT1_48HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/XU_HGF_SIGNALING_NOT_VIA_AKT1_48HR_DN CD248 CENPF DLGAP5 FXYD2 GTSE1 H2BC21 HMMR IGFBP7 KIF20A LUC7L3 MAD2L1 PLK1 PPM1B SCD5 SPP1 SRSF3 SRSF7 VPS41 WTAP XU_HGF_SIGNALING_NOT_VIA_AKT1_48HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/XU_HGF_SIGNALING_NOT_VIA_AKT1_48HR_UP AKAP12 ARG2 ASNS CARS1 CCL20 CD44 CDCP1 CDK17 ECE1 ERCC1 FHL1 FYN GRK5 HMGA1 HMOX1 HPCAL1 ISG20 ITPKA ITPR3 LTB MACF1 MAP4K2 MMP1 PCK2 PHLDA1 PLAU PPP1R1A RIN2 SLC4A7 ST6GALNAC4 STC1 SUSD6 TIMP1 UAP1 UPP1 XU_HGF_SIGNALING_NOT_VIA_AKT1_6HR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/XU_HGF_SIGNALING_NOT_VIA_AKT1_6HR ANGPTL4 ASAP2 CD44 DNMBP EHD1 ERCC1 HBEGF HPCAL1 IL6ST JUN LSR LSS MAMLD1 NAV3 PFKFB3 PHLDA2 PLAU PLAUR PRSS22 PXN SAT1 SMTN SMURF2 TNFRSF10B UPP1 XU_HGF_TARGETS_INDUCED_BY_AKT1_48HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/XU_HGF_TARGETS_INDUCED_BY_AKT1_48HR_DN CARMIL1 CCNL1 CDCA3 CENPA CXCL12 F7 FTH1P5 GOLGA8A GSX1 HMMR KIAA0586 KIF14 KIF23 MCOLN3 NFYB PRPF4B RSRP1 SMC4 SNCA SPC25 SUGP2 TXN ZNF268 XU_HGF_TARGETS_INDUCED_BY_AKT1_48HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/XU_HGF_TARGETS_INDUCED_BY_AKT1_48HR_UP AMPD3 ECM1 EPHB2 F2RL1 FOXD1 LTBP2 MMP10 PLAUR SPSB1 TGM2 THEMIS2 TNIP1 WNT4 XU_HGF_TARGETS_INDUCED_BY_AKT1_6HR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/XU_HGF_TARGETS_INDUCED_BY_AKT1_6HR CCN1 ERBIN EREG IFI6 IFIT1 IRF7 ISG15 LSM5 MARCHF6 MX1 OAS3 PLA2G6 PLAUR PLSCR1 SLC9A1 THBS1 TRMT2B TSC22D2 ZEB1 XU_HGF_TARGETS_REPRESSED_BY_AKT1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/XU_HGF_TARGETS_REPRESSED_BY_AKT1_DN A1CF ABCA1 ACRV1 ADAM21 ADAMTS9 ATN1 ATP6V1D BRCA1 CASP1 CD53 CD80 CDH10 CIDEC CLDN10 CTXND1 CYLC1 CYLC2 CYP1A2 CYP2A6 CYP2C9 DLEU2 DMWD DRD2 DTX2P1-UPK3BP1-PMS2P11 ENGASE FAXDC2 FCER1G FMO4 FMOD FXYD3 GGT1 GNPTAB GPX3 GRM6 GSTA1 HPS1 ITK KCNMB4 KIF5A KLRG1 LGALS14 LPAR6 LY6G5C LYST MAP2K5 MCC MLPH MMP9 MPP3 MTAP MYL4 N4BP1 NEK1 NFAT5 NIPSNAP3B NTS P2RY4 PDGFD PGLYRP4 PIK3R5 PPP1R14D PPP3CC PRDX3 PRRX1 PSG1 PSG4 RAD51D RANBP2 RARB REG3A RFPL3 RPL38 SIGLEC1 SIKE1 SLAMF1 SLC22A14 SLC5A5 STXBP6 TBXA2R TCTA TP53TG3 TP63 TRAPPC13 TTK UBE2D4 WBP4 WNT6 ZNF419 ZNF576 XU_HGF_TARGETS_REPRESSED_BY_AKT1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/XU_HGF_TARGETS_REPRESSED_BY_AKT1_UP ANGPTL4 AREG CCL2 LRP12 MAPKAPK5 PAX8 POLR3G SAT1 SMURF2 SOD2 XU_RESPONSE_TO_TRETINOIN_AND_NSC682994_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/XU_RESPONSE_TO_TRETINOIN_AND_NSC682994_DN ABCE1 CSE1L DDX10 DDX18 EIF3B EIF3C EIF4E EIF4EBP1 GRB10 MYC NAE1 PRMT1 RABGGTB RUVBL2 XU_RESPONSE_TO_TRETINOIN_AND_NSC682994_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/XU_RESPONSE_TO_TRETINOIN_AND_NSC682994_UP ANXA1 BIRC2 CD53 CXCL8 GSTP1 HDAC1 ICAM3 IFITM1 ITGA6 LAMP2 MYH9 NMI STAT1 STK10 TNFSF10 XU_RESPONSE_TO_TRETINOIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/XU_RESPONSE_TO_TRETINOIN_DN ANXA2 ANXA8L1 ECI2 FUBP3 GARS1 MAD1L1 MOK NTHL1 PPP3CA RAP2A TPM4 UBE3A XU_RESPONSE_TO_TRETINOIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/XU_RESPONSE_TO_TRETINOIN_UP ADD3 AGO1 ALAS1 CDKN2C COL9A2 DEFA1 ELF4 ITM2B PGD PIM1 PSMB9 PTK2B RCBTB2 REL WAS WIPF1 YAGI_AML_FAB_MARKERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAGI_AML_FAB_MARKERS ACO1 ADAMTS3 AHCYL1 AHNAK AIF1 AKR1C1 ALDH1A1 ALDH5A1 AMD1 ANKLE2 ANXA2 ANXA5 AOAH AP1S2 ARID5B ATXN1 BAG2 BAMBI C2orf27A CACNA2D2 CAPG CAPN2 CASP1 CAST CAV1 CD164 CD180 CD200 CD58 CD68 CDC42BPA CFH CFP CLCN4 COA1 COL11A1 CPM CRISP3 CSF2RB CSTA CTR9 CTSW CXADR CYB5B DDB1 DDHD2 DEAF1 DHCR24 DLC1 DLEU1 DOK5 DRAP1 ELL2 ELOVL5 ELOVL6 EVI2A F2R FADS1 FAM20B FANCI FGFR3 GABRE GAD1 GATA2 GGH GIPC1 GIT2 GJA4 GOLGA8A GOSR2 GP1BA GP1BB GP9 HDGFL3 HERC2P9 HMGCS1 HOXA9 ICAM2 IFI30 IFNGR1 IL10RB IL2RG ILF2 ITGA2B ITGA6 ITGAX ITGB3 ITSN2 KEL KIF2A LAIR1 LAMA5 LAPTM4B LARS2 LCP1 LDB1 LDLRAD4 LGALS1 LY86 MAN1A1 MANBA MAST4 MAX MCM3 MED21 MLLT11 MORF4L2 MPPE1 MRPL33 MYH10 MYL4 MYO16 NAE1 NAP1L3 NCAM1 NET1 NLRP3 NR4A2 NR4A3 NTRK1 NUP50 ORAI2 PAFAH1B3 PAQR3 PBX1 PCCB PCNA PDCD10 PIM2 PIR PKIA PKIG PLA2G6 PLOD2 PNN POU4F1 PROS1 PRSS3 PSMG1 PTPN4 RAB27B RFC3 RFC4 RHAG RRAS2 RUNX1T1 RYR3 S100A10 SAMHD1 SC5D SCRN1 SERPINE2 SERPINH1 SERPINI1 SFXN3 SLC25A1 SLC7A1 SNTA1 SORL1 SQLE STAC STAT4 TBPL1 TCIRG1 TFDP2 TGIF1 TGM2 TIMP2 TIMP3 TJP2 TM7SF2 TMSB15A TNFAIP2 TNFRSF1B TNFRSF4 TOM1L1 TPM1 TPST2 TRBC2 TRIB2 TRPC1 TRPC6 TUSC3 TXNRD1 TYMP UBXN8 ULK2 UNC119 USP8 VCL VPS13A ZBTB16 ZMYND8 ZNF91 YAGI_AML_RELAPSE_PROGNOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAGI_AML_RELAPSE_PROGNOSIS APLP2 ATP6V0B AZU1 BST1 CD14 CD68 CDK6 CLIP2 ECE2 ENSA GABARAP GRIK5 HNRNPD HOMER3 HSPE1 KAT2A LBR LUZP1 NFKBIA NME1 NPC2 OGT PGD POLR2H PTP4A2 RAB32 TIAL1 TKT TSPO TUG1 TYMP VAT1 VDAC1 XPO1 ZYX YAGI_AML_SURVIVAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAGI_AML_SURVIVAL ADAM17 ADNP ANP32E APLP2 APOBEC3B APPBP2 ARSA ATF2 ATF6B ATP6V0B AZU1 BCAT1 BRD8 BST1 BTAF1 CA11 CALCR CD14 CD68 CDK6 CEBPE CEP68 CLIP2 COL3A1 CORO2A CRYZ DDHD2 DENND5A DMXL2 DRC3 ECE2 EED ENPP1 ENSA GABARAP GNG12 GPR182 GPR3 GRAMD4 GRIK5 GTF2F2 GTF2H3 GTF2IRD2 HADH HARS2 HMGCS1 HNF4A HNRNPD HOMER3 HSPE1 INPP5E INPP5F KAT2A KAT6A KIF2A LBR LEPR LUZP1 LYST MED21 MIR22HG NAA10 NACC2 NFKBIA NME1 NPC2 NUMB OGT ORC5 OVOL2 PDE4DIP PEX6 PGD PHACTR4 PIK3R3 PMS1 PMS2P3 POLR2H PREPL PRKAR1B PRKD1 PRLR PRPF4 PTP4A2 RAB32 RARB RBM34 RENBP RRAD SLC10A3 SLC22A4 SLC25A4 SLC9A7 STAU2 STX11 TAF1 TAF4B TAOK3 TBCE TIA1 TIAL1 TKT TLL1 TNFRSF17 TPM2 TRAF2 TSPO TTC22 TTPA TUG1 TYMP UBE2D1 UBXN7 UCK2 VASP VAT1 VDAC1 VPS11 WSB2 WT1-AS XPO1 ZNF271P ZYX YAGI_AML_WITH_11Q23_REARRANGED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAGI_AML_WITH_11Q23_REARRANGED ABCC6 ABHD3 ABR ACTA1 ADA ADAM10 ADAM15 ADAM18 ADAM23 ADCY3 ADCY7 ADCY9 ADH5 ADIRF AEBP1 AK2 AK4 AKR1B1 ALB ALDH3A2 ALOX5AP ANGEL1 ANPEP ANXA5 AP1S2 ARHGAP45 ARHGEF18 ATM ATP1B1 ATP5PD ATP6V1E1 ATPAF2 ATXN1 BAP1 BCL2 BLNK BLOC1S1 BMI1 BMP7 C2CD5 CADM1 CALCOCO2 CAMK1 CAMTA2 CAPG CAPN3 CARS1 CAST CBX1 CCN2 CCND2 CCND3 CD2AP CD68 CD79A CD79B CD81 CDK9 CDR2L CEBPG CHKB CHRNA2 CILK1 CLDND1 CLN5 CLTA COL6A2 COQ2 COX5B CPD CPM CRADD CS CSPG4 CSTA CTDSPL CTIF CYBB CYP4A11 CYP4F12 DACH1 DDAH2 DDT DDX39A DEPDC5 DEXI DGKD DHCR7 DHX16 DIP2C DMXL2 DNAJC16 DOP1B DPP4 DPY19L1 EIF2B4 EIF2S2 EIF4E2 EIF4EBP2 ELAVL3 ELK3 ELP1 ELP4 EMID1 EMP2 ENPP4 ENTPD1 ERG ERP29 EVI5 EXOG FAM169A FBXO46 FCGR1A FEZ1 FOLR1 FOXC1 FOXJ1 FSCN1 FTO FZD6 GAS7 GCLC GDF7 GDI2 GFRA1 GGT1 GH2 GLRB GLT8D1 GLUL GMDS GMPR GNAI1 GPM6A GPM6B GPR68 GPS2 GRIK2 GTF2E2 GYPC HCLS1 HDAC9 HFE HIP1 HMGA2 HPS5 HSPG2 IDH3A IDS IFI35 IFNA5 IGF2BP3 IL10RB IL2RG IL6R IL9R IMPA1 IMPG1 INSR IRAG2 ITGA7 ITGAE ITGAV ITM2A ITPR2 IVD JAK3 JMJD1C JTB KBTBD11 KHK KLHL35 KRT10 KXD1 LALBA LAMTOR5 LAPTM5 LCP1 LDAF1 LDB1 LGALS1 LIN7A LRIG1 LRP10 LUM LYSET MAGED2 MAPK9 MAPKAPK3 MBNL1 MCF2L2 MED13L MEF2C MEIS1 MICB MLF2 MMP17 MPL MPPE1 MRPL33 MRTFA MYH9 MYO6 N4BP2L1 NAA80 NARS1 NCOA6 NDUFA1 NDUFB3 NDUFS3 NDUFS6 NEK4 NELFE NFATC3 NFIX NKX2-8 NPR3 NPRL3 NR2C1 NR3C1 NTRK1 NUDT3 OFD1 OSTF1 OVOL2 PBX3 PCDHA3 PCYT1B PHF2 PIK3CD PIM1 PLAGL1 PLAUR PLCG2 PLS1 POLR2G POP5 PPID PPP1CA PPP1R2 PPP1R7 PPP2R5C PPT2 PRDM2 PRDX1 PREP PRKAG1 PRKCB PRKCQ PRPF18 PSKH1 PSMD7 PTH2R PTP4A3 PUDP PVR PYGM QKI RANBP2 RANBP6 RARRES2 RASGRP2 RASGRP3 RB1 RBPMS RET RGS10 RGS19 RNASE2 RPGR RPS6KA3 S100A10 SAG SAMD4A SASH1 SDHB SEL1L3 SELENOW SEMA3C SF1 SFI1 SHC3 SLC16A5 SLC1A4 SLC25A13 SLC25A42 SLC27A2 SLC36A1 SLC5A1 SLC7A1 SLF2 SMAD1 SMC1A SMPDL3B SNX17 SOCS2 SPAG11B SPAG6 SRSF8 ST3GAL6 STAM STS SUPT5H SYF2 TACC1 TAF1B TAL1 TBX1 TBXA2R TCL1A TEKT2 TENM1 TEX30 TFAP2B TFDP2 TGM5 THOC5 TIMP3 TMC6 TMEM131L TNNI1 TNPO1 TOP2B TPD52L2 TRIM44 TSPAN4 TTLL12 TWF2 UBE2N UBN1 UTP18 VASH1-AS1 VIPR2 VPS13D WARS1 WFS1 XBP1 XKRY YES1 YWHAH-AS1 ZHX2 ZNF280A ZNF91 YAGI_AML_WITH_INV_16_TRANSLOCATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAGI_AML_WITH_INV_16_TRANSLOCATION ABCB9 ABCC2 ACAA2 ACOX1 ACOX3 ACSL6 ACTN1 ACVR1B ADAM28 ADCY6 AIFM1 AKAP13 ALB ALDOB ALX1 ANGEL2 ANPEP AOC4P APOB AQP7 AR ARF6 ARHGEF12 ARHGEF7 ARID5A ARIH1 ARL4C ASH2L ATP12A ATP2B1 ATP6V0E1 ATP6V0E2 AVPR1B B2M BAZ2A BCAM BCL2L2 BIN1 BRCA2 BTAF1 C12orf29 CACNA1D CAP2 CAT CBARP CBFB CCKAR CCND2 CD1C CD52 CD72 CD9 CD99 CDC40 CDH16 CDK11B CDK2AP2 CDKL5 CDKN3 CDR1 CHD1 CIAO1 CLEC10A CLEC16A CLIP3 COL10A1 COL5A2 COPB2 COX7A1 CPS1 CRIM1 CSNK1D CSNK1E CTAG2 CTRL CUL1 CYP2C8 CYP2E1 CYTH1 DGKB DGKD DHFR DHRS3 DHX38 DIDO1 DLEC1 DLG2 DMD DNAH3 DOCK4 DPY19L1 DPYSL3 DTNA DUS4L DUSP2 DYNC1H1 DYNLT1 DYRK1A ECH1 EEF1A1 EGR3 ELF3 ELOVL2 EMP1 EPHB4 ERBB4 ERG ETF1 ETV3 EXPH5 EZR F2 F7 FADS3 FASTKD2 FBXL5 FKBP2 FKBP6 FKTN FLRT1 FLT1 FOXO1 FRMD4B GAB1 GBP2 GH1 GHRHR GLB1 GNA15 GNAI1 GNS GP5 GPR183 GRIP2 GTF2H2C GTF2H4 H2AC16 H2AZ2 H2BC21 HADHB HAP1 HARS2 HDGFL3 HLX HNRNPAB HNRNPK HOMER2 HSD17B4 HSPA1A HSPA6 HSPB1 HTR4 HTR7 ICAM5 ID3 IDS IFRD2 IGF2 IMMT ING2 IQCK IRS1 ITM2A ITPRID2 ITSN2 KCNA5 KCNS1 KIF23 KIFC1 KLHL25 KPNA5 KRR1 KRT13 KRT16 KRT32 KRT4 LFNG LGALS9 LGI1 LPIN1 LRP6 LRP8 LY6E LY6G6C LYN MAP2K5 MAPKAPK2 MAPKBP1 MDH2 ME3 MED20 MED6 MELTF MEST MFAP5 MMP1 MN1 MNAT1 MOK MON2 MPZ MROH5 MRPS18B MSH6 MTMR4 MTUS2 MYH11 NAALAD2 NACA NBR2 NCK2 NDUFAF1 NEK9 NEMF NF1 NFATC3 NFIB NLRP1 NR3C1 NR4A1 NR4A3 NT5E NTRK1 NUP42 NUP50 OIP5 OMD OPCML OPRM1 OSMR OTUB1 PABPC1 PARP2 PCDH8 PCMT1 PCP4 PDHA2 PFKP PGRMC2 PI4KB PKD2 PKP3 PLS3 PMAIP1 PML PMP22 PMS2P4 PNLIPRP1 PNN POFUT2 POLR3G POU2F2 PPIH PPIL2 PPM1G PPP1R16B PPP2R2A PPT2 PRH1 PRKACG PRKCH PRKY PRNP PRPF40A PRSS16 PSMD7 PTGER3 PTHLH PTMA PTPRE PTPRJ PXDC1 RAB11FIP3 RABGGTB RAD51C RAMP1 RB1CC1 RBM14 RBM15B RBM25 RBM3 RBM39 RBPMS RER1 RERE RGP1 RGS17 RHBDF1 RHOA RIBC2 RIT2 RNASEH2B RNF167 RPL13 RPL13A RPL19 RPL23A RPL27A RPL31 RPL32 RPL34 RPL37 RPL37A RPLP0 RPLP1 RPLP2 RPN1 RPS13 RPS16 RPS17 RPS18 RPS20 RPS27 RPS29 RPS4X RPS6 RRAD RRP8 RS1 RUNX1 S100A10 S100A2 S1PR2 SAC3D1 SAR1A SCAF8 SCHIP1 SCN4A SDC4 SELE SEPTIN6 SFSWAP SFTPD SH3GL2 SLC18A1 SLC25A40 SLC38A10 SLC4A7 SLC6A11 SMAD6 SOX2 SPARC SPCS2 SPEN SPP1 SPRED2 SPRY2 SPRYD7 SPTLC1 SRP19 SRSF8 ST18 STK10 STK25 TACC1 TAF1 TAF4B TAF7 TBR1 TFCP2 THOC2 TIAL1 TIMP1 TLL2 TLN2 TM9SF4 TMEM109 TMSB10 TNP2 TOP2A TOR1A TOR1B TPSAB1 TPT1 TRAF5 TRAPPC3 TRHR TRIM16 TSC22D1 TSHR TST TUBB2B UBC UBE2C UBXN2B UCP3 USP19 USP8 USP9X VCY VIM VPS13A VPS72 WEE1 WT1 XRCC4 ZBTB39 ZBTB43 ZCCHC14 ZDHHC3 ZFP69B ZIC1 ZMPSTE24 ZNF143 ZNF23 ZNF318 ZNF354A ZNF646 ZNF710-AS1 ZNF783 ZNF787 YAGI_AML_WITH_T_8_21_TRANSLOCATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAGI_AML_WITH_T_8_21_TRANSLOCATION ABCC1 ABR ACADSB ACKR3 ACOT13 ACP2 ACSM3 ACTN2 ADCY3 ADCY7 ADK ADNP2 ADRA2C ADRM1 AGPAT2 AGRN AGXT AIF1 AK4 AKR1C3 ALDH5A1 ANAPC10 ANKLE2 ANKRD28 AP1B1 AP3B1 APOB APOOL APP AREG ARHGEF6 ARID4A ARID5B ASF1A ASGR2 ATP5MC1 ATP5MG ATXN1 AURKA BASP1 BCAM BCL2L1 BCR BLVRA BRINP1 BSG BTK BTN2A1 CACNA2D2 CALR CAPG CAV1 CAV2 CCN3 CCN5 CCND1 CCND3 CCNG1 CD200 CD226 CD2AP CD34 CD58 CD68 CD74 CD96 CD99 CDH19 CDH2 CDH4 CDK14 CDK9 CDKN2C CDKN2D CDR1 CEACAM3 CEACAM4 CEP162 CEP170 CEP68 CERS6 CFD CIITA CITED1 CLDND1 CLINT1 CLSTN1 COMT COX8A CRLF3 CSF3R CSK CSNK1G2 CSRP2 CSTB CTAG1B CTBP1 CTSF CUL4B CXCR5 CYP2A13 DARS1 DDAH2 DDR1 DDT DDX39A DGAT1 DGCR2 DLGAP2 DPYSL2 DUSP14 ECI1 ELANE ELF4 ELMO1 ENOSF1 EPB41 EPB41L2 EPCAM ERF ESPL1 ETHE1 ETV6 EXT2 FBLN5 FBXO21 FCGR2A FEV FKBP8 FSCN1 FURIN FZD5 GALNT1 GALNT2 GALR3 GDE1 GGCX GIP GLO1 GLS GNAS GNE GPM6B GPR6 GPS2 GRM8 GTPBP6 GUCY1A1 GUCY1A2 GYPC HDAC1 HEXA HLA-DMA HLA-DMB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB4 HPGDS IKBKE IL1RAP IL2 IL27RA IL2RG IL5RA ITGB4 ITIH1 ITM2B ITPR1 JAK1 JAK3 JUP KDM3B KDM4B KIT KMT2A LAMA5 LAPTM5 LCP1 LEPROTL1 LGALS1 LIMK2 LIMS1 LST1 LY75 LYPD1 MACF1 MAGEB2 MAGED2 MAN1A1 MAPKAPK3 MARCHF6 MDK MED12 MED21 MEIS1 MFAP4 MGMT MKI67 MPL MPO MPPE1 MRPL33 MS4A2 MTMR9 MYRF NAA80 NAP1L1 NBAS NBL1 NCALD NCF1 NCK1 NDUFA2 NELFE NFIX NFKB1 NFRKB NHERF1 NT5C2 NTRK3 NUDCD3 NUMA1 NUP210 NUP214 NUP50 NUPR1 ORAI2 OSBP OXSR1 PALM PALM2AKAP2 PBXIP1 PEBP1 PI4KA PIK3R1 PLAGL1 PLCG1 PLP2 PLTP PLXND1 PNRC1 POLR2J POU2F2 POU4F1 PRAME PRKCD PROZ PRPF40A PRTN3 PRY PSD3 PSMB3 PSMD12 PTGDS PTGER2 PTGIR PTPN12 PTPRCAP PXDN QSOX1 RAB4A RALB RALBP1 RASA4 RCN1 REL RFX5 RGS10 ROBO1 RPP30 RPS6KA1 RUNX1T1 S100A4 SACS SAP30 SASH3 SCCPDH SCML1 SCRN1 SEC62 SELPLG SEPTIN11 SERPINE2 SFN SH3GLB1 SHC1 SIPA1L1 SIPA1L3 SLA SLC18A2 SLC1A4 SLC25A1 SLC35D2 SLIT1 SMARCD1 SMARCD2 SMG1 SOCS3 SOCS5 SORD SORL1 SPART SSR1 SST STARD8 STAT5B STIM1 STK10 SWAP70 SYNGR1 TCEA2 TEK TFAP4 TFPI TGFBR1 TGIF1 TGOLN2 TIMELESS TLE5 TMBIM6 TMF1 TMPRSS11D TNFAIP2 TNFRSF1A TNFRSF21 TNFSF4 TPSAB1 TRAF3IP2 TRAT1 TRH TRIO TSC2 TSC22D4 TSPAN3 TSPAN4 TSPAN7 TSR3 TTC28 TTC3 TXNRD1 U2AF1 U2AF2 UBA1 UBA7 UFD1 UGP2 UNC13A USP10 UTP20 VAMP5 VAT1 VDR VLDLR VOPP1 YBX1P5 ZC3H13 ZC3H3 ZKSCAN4 ZNF117 ZNF160 ZNF254 ZNF273 ZNF274 ZNF43 ZNF85 ZNF91 ZNNT1 ZSCAN12 YAGI_AML_WITH_T_9_11_TRANSLOCATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAGI_AML_WITH_T_9_11_TRANSLOCATION ABAT ACTR2 ADAM23 ADCY9 AK2 AKAP8 APOC2 ATP6V0B ATXN1 ATXN10 BABAM2 BLCAP BMI1 CCL23 CCN4 CEMIP CHRNA7 CHUK CKM CLASP1 CLASP2 CNOT8 CYLD CYP2E1 DACH1 DDX39A DNAJC7 DSTN EFNB2 ELF2 ELP4 ERAP1 EVI5 F2 FCGR1A FCN3 FEZ1 FLNB FLT1 FRMPD1 FZD2 GAPDHS GFRA1 GLA GRK3 H4C9 HSF2 IDH3A IFI35 IFI44L IFNA2 IMPG1 IRAG2 IRX5 ITGA7 ITPA JMJD1C JTB KCTD7 KIAA0408 LDLRAD4 LGALS4 LUM MDM4 MEF2C MEIS1 MGMT MOAP1 MR1 MRPL33 MSLN MTERF4 MUSK MX2 MYO6 NARS1 NDUFS3 NDUFS6 NTRK3 OAS1 OFD1 PALLD PBX3 PDCD1 PENK PHIP PHKA2 PHYH PIGH PLCG2 POP5 PPP1R2 QPRT RAD17 RANBP6 RBBP6 RFPL3S RHOA RPN2 RUFY3 RUVBL1 RYR1 SATB1 SCRIB SERTAD2 SF1 SGCG SLC25A36 SLC27A3 SMC1A SMG1P5 SNRNP200 SOCS2 SRPK2 SRRT TBCC TGM5 TNPO1 TOP2B TRA2A TREX2 TRIM44 TSC22D2 TWF1 VAMP8 WARS1 ZBTB11 ZBTB25 ZEB2 ZFR ZFX YAGUE_PRETUMOR_DRUG_RESISTANCE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAGUE_PRETUMOR_DRUG_RESISTANCE_DN ACAN CALD1 COL8A1 DCHS1 DSE FRMD4A LTBP2 MMP2 RREB1 SEPTIN11 TNS1 TRAM2 VCAN YAGUE_PRETUMOR_DRUG_RESISTANCE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAGUE_PRETUMOR_DRUG_RESISTANCE_UP ABCB1 FENDRR HSD17B2 MAN1C1 PHLDA1 SALL1 SLC16A14 TBC1D8 YAMANAKA_GLIOBLASTOMA_SURVIVAL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAMANAKA_GLIOBLASTOMA_SURVIVAL_DN ALCAM DDR1 IFT88 IRF9 ITGB2 NRBP2 PDCD4 TMEM218 YAMANAKA_GLIOBLASTOMA_SURVIVAL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAMANAKA_GLIOBLASTOMA_SURVIVAL_UP DYRK3 EMILIN2 FGFBP2 ITGA5 LDHC PKM RAB32 SLC2A3 SLN STK40 TPI1 YAMASHITA_LIVER_CANCER_STEM_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAMASHITA_LIVER_CANCER_STEM_CELL_DN ABCB1 ABCB11 ABCB4 ABCG5 ACSL1 ACSL3 ACSL4 ACSL5 ADCY3 ALDH1L1 ALDH6A1 ALDH8A1 AOX1 APCS APOA5 APOC4 C1R C6 C8A C8B CD14 CDKN2A CES1 CES2 CYP1A2 CYP2C8 CYP3A4 CYP3A7 CYP7A1 CYP7B1 CYP8B1 DNAJA4 ESR1 F11 F9 FABP5 FKBP5 FMO3 FMO4 GADD45A GADD45B GSTA1 GSTM1 GSTM4 GSTP1 HMGCR HNF4A HRG KLKB1 KNG1 MAOA MAP2K2 MAP3K5 MAPK13 MASP1 MASP2 NQO2 NR1I2 NR1I3 PIK3C2G PIK3C3 PPARGC1A PRKCD RARG RBP5 SAA4 SERPINC1 SLC10A1 SLC27A2 SNAI2 SOD1 SULT1C2 SULT2A1 THBS1 UGT2B15 UGT2B7 YAMASHITA_LIVER_CANCER_STEM_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAMASHITA_LIVER_CANCER_STEM_CELL_UP ARHGEF15 ARPC5L ASAP1 BACE2 BAK1 CCNB2 CDKN2A CLDN1 CLDN2 CLDN4 CSNK1E CYCS DDR1 DKK1 DUSP1 ELF3 ESR1 FGFR3 FZD5 GADD45A GRB7 GYS2 HNF4A IGF1 ITGB5 LINGO1 MAP2K2 MAP3K5 MAPK13 MERTK MMP11 MYLK PDGFRB PIK3C2G PIK3C3 PLCB1 PRKCD RARG ROBO2 SEMA3C SEMA4G SMAD5 SOX9 TCF7L2 UBD WEE1 YWHAZ YAMASHITA_LIVER_CANCER_WITH_EPCAM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAMASHITA_LIVER_CANCER_WITH_EPCAM_DN ACSM2A ALDH1L1 APOC1 C4A CES1 ECHDC2 GSTA2 GSTA3 HMGCS2 HRG HSD17B6 PRMT3 SCLY SERPINC1 SIX1 UGT2B11 UGT2B7 YAMASHITA_LIVER_CANCER_WITH_EPCAM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAMASHITA_LIVER_CANCER_WITH_EPCAM_UP ABHD3 AFP AHCY BAMBI CPOX DKK1 DSG2 EIF3F EPCAM FMOD GNAS GNPAT HNRNPA1 MDK MPZL2 MRPL3 NREP OXT PEG3 PHF20 POLR2E PTPN12 RPL13A RPL17 RPL23A RPL28 RPL29 RPL31 RPL35 RPL6 RPL7A RPL9 RPLP0 RPS10 RPS12 RPS24 RPS27A RPS3 RPS3A RPS4X RPS4Y1 RPS7 RPSA SCARB2 SPTBN1 SRPK1 TAF1D TOMM20 TRIM24 TTK VIL1 XK XPO7 YAMASHITA_METHYLATED_IN_PROSTATE_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAMASHITA_METHYLATED_IN_PROSTATE_CANCER ACKR3 ADH7 AEBP1 AMN1 ANKRD1 AQP8 C16orf54 CALCB CCDC68 CCL7 CCND2 CES2 CLDN18 CLDN6 COL1A1 CRCT1 CSTA CYP1A1 DPEP2 DYSF EBF1 FCER2 FUNDC2 G0S2 GAS6 GPNMB GPR15LG GYS2 HEPH HSPA2 IFITM1 IGFBP5 IL17RD KLK6 KLK8 LGALS9 LYPD8 MCUB MMP10 MMP13 MMP7 MYOD1 NNAT OCM2 OPTN PLAC8 PRAF2 RBP2 RBP7 RGS17 RHOXF2B S100A5 S100A8 S100G SCGB1A1 SERPINE1 SLC34A2 SLC6A2 SPARC SPP1 SYT16 TAGLN TFPI TGFBR2 TM4SF1 TRPV2 YAMASHITA_SILENCED_BY_METHYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAMASHITA_SILENCED_BY_METHYLATION AEBP1 AMN1 DYSF FUNDC2 GAS6 NNAT OCM2 TGFBR2 YAMAZAKI_TCEB3_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAMAZAKI_TCEB3_TARGETS_DN ACLY ADAM23 ADH5 AGR2 AGTRAP AHSA1 AKR1B1 AKTIP ALDH2 ALDH7A1 ALDOA AMIGO3 ANXA1 APOE ARL4A ARL6IP1 ASH2L AURKA BCLAF3 BUB1B CACNA1A CACNA2D1 CARNMT1 CBR3 CBX7 CCNE1 CCT3 CDCA7L CDH1 CDH3 CDKN1C CERS4 CKB CKS2 CLDN4 CLDN7 CLYBL CMAS COBL COL18A1 CPEB1 CPSF4L CRABP1 CTBP2 CUL2 CUL4B CWF19L2 CYBA DBF4 DHCR24 DIAPH1 DNAJC21 DNMT1 DPPA3 DPYS DSG2 DUSP6 EBNA1BP2 ECT2 EED ELAVL2 EMB ENAH ENO3 EPCAM ESCO2 FAM25A FDFT1 FGD1 FIBIN FKBP3 FXR1 FZD5 G2E3 G3BP1 GCLM GLI1 GNG2 GNPDA1 GOLGA4 GRB10 GSTM1 H2BC10 HAT1 HMGA1 HMGCS1 HNRNPA1L2 HSP90AA1 IGF2 IGFBP2 IPO5 ITM2A JADE1 JARID2 KCNK1 KIF11 KIF20A KLF2 KPNA2 KRT19 LAPTM5 LBR LDHB LGALS3 LTBP4 MANBA MAP1B MCCC2 MDN1 MEG3 MIF MIR17HG MSH6 MT1A MT2A MTF2 MYBL2 NADK2 NASP NECTIN3 NEK2 NELFB NUSAP1 OSBPL1A PABIR2 PARK7 PHB1 PHYH PIM1 PIPOX PMM1 PNO1 PRAMEF12 PSIP1 PSMA2 PSRC1 PTCH1 RBM3 RESF1 RFC5 RFX2 RHOXF2 RIMKLB RUVBL2 S100A6 SAP30 SEPHS2 SEPTIN1 SERBP1 SINHCAF SIX4 SLC20A1 SLC25A13 SLC25A40 SNRPA1 SOD2 SORL1 SOX2 SPINT2 SPP1 SPRED1 ST13 STAG3 STOML2 STRBP SULF2 SWT1 SYCP3 SYT9 TALDO1 TCF7 TCFL5 TCL1A TFAP2C TFRC TGIF1 TOP2A TP53INP1 TPD52 TRH TTC39B TUBA1B TUBB TUBB2B TUBB4B UBE2S UBXN2B UCHL1 UHRF1 ULK1 UTF1 VBP1 VDAC1 WASF3 WWC1 XRCC5 YBX1 ZFAND6 ZFP42 ZMYM1 ZNF616 YAMAZAKI_TCEB3_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAMAZAKI_TCEB3_TARGETS_UP AMFR AMOTL2 ANKRD50 ANXA2 APP AQP8 ARF4 ATP1B1 ATP6AP1 B2M B4GALNT2 BACH1 CALM1 CALU CASKIN2 CCN1 CCNC CCND2 CD38 CDC42EP1 CDC42SE2 CDH5 CITED1 CITED2 CLIC1 CLU COBLL1 COL4A1 COL4A2 COL4A5 CREB3L1 CRYAB CST3 CTSV CTSZ CUL1 CYB561A3 CYP26A1 DDAH1 DOCK9 DYRK2 EFEMP2 ENPEP ENTREP1 EPAS1 EPHB4 EPOP ERP44 EXT1 F3 FBLN2 FBXL22 FDX1 FHOD3 FKBP9 FLRT3 FNDC3A FURIN FUT8 GALNT2 GANAB GATA6 GGTA1 GHR GLUL GNA12 GNAS GNG10 GNS GREM2 GRINA HERPUD1 HOXC6 HS3ST1 HSDL1 HSPG2 ID2 IGFBP4 INTS6L ITGB1 JUND KALRN KDELR2 KDELR3 KIT LAMA1 LAMB1 LAMC1 LGMN LMBRD1 LPP LRPAP1 MAN1A2 MBNL2 MDFIC MFGE8 MPZL2 MSL3 MYH6 MYL3 NID1 NID2 NR2F2 NR4A1 P4HA1 P4HA2 P4HB PARVB PDE1B PDIA3 PGA5 PLAT PLOD1 PLOD2 PRPF38B PSAP PSPH PTH1R PTPN9 PTPRM PXDN RAMP2 RCN1 RCOR1 RNF24 RRBP1 SEMA6A SEMA6D SERPING1 SERPINH1 SFMBT2 SGCE SLC16A1 SLC38A1 SLC7A1 SNAI1 SOX17 SPARC SPINK1 SPOCK1 SRGN SRPRB STARD10 STRA6 SURF4 SUSD2 TCERG1 TCF7L2 TFPI THBD TIMP3 TLNRD1 TMED2 TNFRSF10B TST TTR TYRO3 UBE2Q2 VAMP8 VEGFA WARS1 YAF2 YPEL2 ZFHX3 ZNF644 ZYX YANAGIHARA_ESX1_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YANAGIHARA_ESX1_TARGETS ACTR2 ARHGAP29 BDNF-AS BMP5 CLCN4 CRTAP CYP24A1 DAB2 DYNC2H1 GNS HMGCS1 IL18 IL6ST INPP4B KRAS MAP4K5 MARCKS MCF2 NEXN PCLO PIP5K1A RASAL2 RHOBTB3 SNX13 SRSF11 SS18 TAF15 TGFB2 TPR YANAGISAWA_LUNG_CANCER_RECURRENCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YANAGISAWA_LUNG_CANCER_RECURRENCE ACYP1 ATP1A2 FAU H2AC8 RPL26L1 RPL39 S100A6 TMSB10 TMSB4X YANG_BCL3_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YANG_BCL3_TARGETS_DN CACNA1G CNTNAP1 GRP LIPF PTGIS RCSD1 SH2B2 SUN2 YANG_BCL3_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YANG_BCL3_TARGETS_UP A2M AASS ABCA1 ABCC9 ABHD3 ABO ACAD11 ACADM ACADVL ACOT1 ACOT7 ACSL3 ACSS1 ADRA1D AGPAT4 AKAP12 ALYREF ANGPTL4 ANK1 ANKRD13C ANXA8 AQP7 ARHGAP11A ARPP21 ASCC3 ATP5ME AURKA AURKB AXIN2 B3GNTL1 BACE2 BEX4 BLNK BSPRY BUB1 C16orf54 C1R CA4 CALCRL CCL11 CCL2 CCL23 CCNA2 CCNB1 CCNB2 CCND2 CCNE2 CD55 CD68 CDC20 CDCA2 CDCA3 CDK1 CDKN2C CDO1 CEACAM1 CENPI CENPT CEP128 CERS4 CH25H CITED1 CKAP2 CKB CKLF CKMT1B CKMT2 CLDN11 CLMP CMPK2 CNR1 COASY CP CPT1A CPT1B CPZ CRB3 CROT CTSC CXADR CXCL10 DECR1 DGAT2 DGKG DHX58 DLGAP5 DMAC2L DNAJB2 DTX3L E2F1 ECT2 EDN1 EDNRB EIF2AK2 ELAVL2 ELOVL6 ENDOD1 ENKD1 ENO3 EPB41L3 EPHA3 ESPL1 ETNK1 FABP3 FADS3 FAM111A FAM83D FASN FAXDC2 FGF9 FGL2 FNDC1 FOXM1 FXYD7 GATM GBP2 GBP4 GBP7 GCFC2 GCH1 GLRX GNA14 GNB4 GPAM GPAT4 GPD1 GPX7 HADHA HERC6 HMGB2 HPR HPX HSD17B10 HUNK IFI35 IFIT2 IFIT3 IGFBP5 IGFBP6 IGSF1 IGSF10 IL6 IL6R IMPACT IRF6 IRF7 ITGA8 JADE1 JAM2 KHK KIF20A KIF20B KIF22 KIF2C KNSTRN KNTC1 KRT23 KRT6B KRT7 LIMCH1 LIPE LNX1 LOXL3 LRPAP1 LRRC27 LRRC39 LSR LYPD8 MASP1 MBNL3 MBOAT2 MERTK MKI67 MLYCD MME MMP10 MMP13 MMP3 MOV10 MX1 MYH3 MYL9 NAT8L NCALD NDUFA2 NDUFA3 NDUFB5 NDUFS6 NDUFV2 NDUFV3 NEDD4 NEFM NID2 NMI NPY1R NR1D1 NR4A1 NR4A3 NRTN NUSAP1 OAS1 OASL OLR1 OSBP OSBPL1A OSBPL6 PARP14 PARPBP PBK PCSK5 PDCD4 PDK3 PDK4 PENK PERM1 PEX11G PEX12 PEX6 PFKFB4 PFKM PGAM2 PGAM5 PGM2 PHYH PIMREG PKD2L2 PLAT PLK4 PPARGC1A PPRC1 PRC1 PSMB8 PSMB9 PTGER3 PTN PTPN6 PTTG1 PVALB RAB15 RACGAP1 RAD51AP1 RAPGEF5 RASD2 RASGRP1 RBM47 RD3L REM2 RIGI RRM2 RSAD2 RSPO3 RTP4 RXRG S100A3 SAPCD2 SCD SCLT1 SCN4B SCOC SDC1 SDCBP2 SECISBP2L SEMA3D SEPTIN4 SERPINB1 SERPINB2 SERPINE1 SERPINI1 SLC24A5 SLC2A3 SLC30A2 SLC37A4 SLC7A8 SMIM15 SMIM22 SP110 SPA17 SPTLC1 SSTR2 STAT2 SYBU TACC3 TACSTD2 TAF9B TAP1 TBC1D10C TBC1D19 TBL1XR1 TCEAL5 TF TGFB3 TGFBI TGFBR2 TGFBR3 THBD THOC2 THUMPD3-AS1 TIMP1 TLN2 TMEM140 TMEM164 TMEM178A TMEM37 TNF TNFAIP6 TNFRSF17 TNFRSF21 TNFSF4 TNFSF9 TNIK TNNT1 TOP2A TRAIP TRIM5 TXNDC11 TXNL4B UBA7 UBE2C UBE2L6 UBE2QL1 UBE2T UCP2 UCP3 UPK1A UQCRC2 VGLL2 VLDLR VPS13C VPS54 VWA1 WNT2 ZNF23 ZNF385B YANG_BREAST_CANCER_ESR1_BULK_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YANG_BREAST_CANCER_ESR1_BULK_DN APBA2 CEBPB DEFB1 DSE GMPS GTPBP4 KCNK5 LAD1 LPIN1 MAP3K13 NCK1 PFKP PLAUR PLIN2 RGS16 RIN3 ROPN1 SIRPA TEX10 THEMIS2 TMEM123 TTK YANG_BREAST_CANCER_ESR1_BULK_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YANG_BREAST_CANCER_ESR1_BULK_UP ABCG1 ACOT2 AGGF1 ARMT1 BLVRA CELSR1 COX6C CRIP1 DALRD3 DNALI1 EEF1A2 ELOVL5 FAM174B FOXA1 GNB1 INPP5J LONP2 MYO5C PTP4A2 REEP5 RETREG1 SKP1 SLC39A6 TMBIM6 TSPAN1 TSPAN13 YANG_BREAST_CANCER_ESR1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YANG_BREAST_CANCER_ESR1_DN ARHGEF9 BCL11A BTG3 CDH3 CYB5R2 FABP5 GABRP LBR LDHB MFAP2 PLCH1 PROM1 PUM3 RAP2B RARRES1 SFRP1 SLC25A37 SLC9A6 SOX11 TBX19 TLE4 TRIM2 TUBB6 YEATS2 YANG_BREAST_CANCER_ESR1_LASER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YANG_BREAST_CANCER_ESR1_LASER_DN ACAT2 ACOT9 AK2 ANP32E ANXA1 ARHGEF4 BBOX1 BICD1 BMAL2 CHI3L1 CXCR4 CYP39A1 DSC2 FNDC3B FOXC1 FSCN1 FXR1 GSTP1 HDAC2 HSPA14 IFNAR2 IFRD1 INAVA KIF14 MCCC1 ODC1 PALS2 PLD1 PLS3 PPP1CB PRKD3 PRNP RRP1B RSU1 SEC63 SEL1L3 SERBP1 SGCE SMCO4 SNX3 SOS1 ST3GAL6 SYNCRIP TCF7L2 TTLL4 UBE2J1 UGT8 YANG_BREAST_CANCER_ESR1_LASER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YANG_BREAST_CANCER_ESR1_LASER_UP AGR2 ALAD AR BBOF1 CERS6 CHMP2A COQ7 CPT1A DACH1 DNAJC17 EVL FRAT1 GOLGA1 GSTZ1 GTF3C1 GUSBP14 HMGCL IFT46 IVD KIAA0319L MOAP1 MSX2 PATZ1 RAB17 RAB26 SIGIRR SIRT3 SNRNP35 STK32B STN1 TP53TG1 UGCG YANG_BREAST_CANCER_ESR1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YANG_BREAST_CANCER_ESR1_UP ABAT AHNAK ANXA9 APBB2 BBS4 CA12 CIRBP CYP2B6 ERBB4 ESR1 FBP1 GATA3 GREB1 GSTM3 INPP4B KCNK15 KDM4B KIAA0232 KRT18 LRBA MAGED2 MAPT MLPH NAT1 NUMA1 P4HTM SCNN1A SCUBE2 SLC7A8 TBC1D9 TFF1 TFF3 TNS2 WFS1 WWP1 XBP1 YAN_ESCAPE_FROM_ANOIKIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAN_ESCAPE_FROM_ANOIKIS ALDH3A1 BCL2L11 CCL20 CCL5 CD44 CFB CX3CL1 CXCL10 DDIT3 EIF2AK2 HLA-DMA IL15 IRF1 IRF7 LTA MMP2 MX1 NFKB1 NOS2 RSAD2 STAT1 STAT2 VCAM1 YAO_HOXA10_TARGETS_VIA_PROGESTERONE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAO_HOXA10_TARGETS_VIA_PROGESTERONE_DN ACTA1 ALDH1A2 ALPL AOC1 CDKN2B COL15A1 DSG2 FN1 FST G6PD GJA1 HOXA10 HOXA11 HOXA11-AS PCP4 PIGR QSOX1 TGFBR3 TP53INP2 YWHAG YAO_HOXA10_TARGETS_VIA_PROGESTERONE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAO_HOXA10_TARGETS_VIA_PROGESTERONE_UP ACTB ADIPOQ ADM AKAP8L APOE AQP1 ARL4A ATP1A2 B3GALNT1 BCL2 CA3 CAVIN2 CDH16 CDKN1C CES2 CFD CHERP CLDN5 CRIP2 CSF3R CYP2E1 CYP2F1 DBP DDX50 DTD2 ELN ENPP2 FLT1 GAS6 GDPD3 GEM GSTT1 HLA-DQB1 HMGCR ID1 IDH2 IGFBP3 IGHG1 INMT KCNAB1 KLF10 KLF9 KLK1 LAMA2 LCN2 LEPR LTF ME1 MEG3 MEIS1 NBL1 NCAM1 NDRG2 NR4A1 PAGR1 PBX3 PDPN PEG3 PIK3R1 PROS1 PRPF39 RARRES2 RBP1 REG3A REM1 RNASE4 RNF227 SCD SENP6 SERTAD1 SHD SLC25A48 SLC27A1 TBX3 THBD THRSP TNS2 TNXB TRGC1 TTC14 USE1 WNT4 XDH YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_0 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_0 ABCA1 ABCA4 ABLIM1 ADRB2 ALAS1 ALDOC ANGPTL2 AOX1 ATP1A2 BACH1 BBS9 BNIP3 C5orf34 CASP4 CCNG2 CEBPD CFH CPD CREBRF CTSF CYP4V2 DBP DDX6 DKK3 ENPP2 EPHX1 EPS8 FOXP1 GABARAPL1 GEM GLRB GSTT2 HAUS4 HLA-E HSD17B11 IGFBP3 ITIH5 KLHL24 LAMA3 LAMB3 LDAF1 LIFR LOX MAP1LC3B2 MET MXI1 MYCL NCAM1 NGEF NR1D1 NR1D2 NREP NT5E PLA2G7 PNPLA2 PROM1 PROS1 RAD51B RECK RHOQ RIN2 RORA RTN2 SASH1 SESN1 SMPDL3A ST6GAL1 TEF TXNDC16 VAMP4 WDR45 YPEL3 YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_1 ACSS1 ADAMDEC1 AKAP8L ALDH1A1 AMPD3 BCL2L11 BCL6 BHLHE40 BMP4 C1QTNF3 CCN3 CEBPB CFH CFHR1 CHD8 CITED2 CMC4 CXCL14 DDIT3 DDX6 DUSP1 ENTPD5 FAM20C FOXO3 GADD45B GADD45G GDPD3 HP HSPA2 ID3 IGF1R IGFBP3 INMT IRS2 ITPR2 KCNK2 KLF9 KLK1 KRT7 LEPR LRP6 LTBP1 MAP3K8 MCM5 MITF MSC MYCN NAPSA NBL1 NDRG1 NET1 NR4A1 PARM1 PDK4 PEG3 PER2 RO60 SAT1 SPSB1 TCF25 TFCP2L1 TGFBI TNS2 TNXB TXNIP WNK1 XIST XRN1 ZSCAN26 YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_10 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_10 ADK AP3M1 AP4S1 APMAP ARCN1 ATF1 BCKDHB BOLA2 C9orf64 CACYBP CANX CCT7 CDK2AP2 CERS2 CHCHD7 CLDN7 COX17 DAD1 DYNLL1 EDF1 EIF1B EIF3G FKBP2 FKBP4 GCSH GRWD1 GSDME HBB HNRNPA3 HNRNPR HSPE1 LDHA MFSD14A MPC2 MRPL40 MRPL53 NSUN2 OSTC PCNA PEX13 PEX2 POLR2F POLR2L PRDX1 PSMA4 RALA RANGAP1 RLN1 RPN2 RRBP1 SARNP SEC61A1 SERP1 SF3A3 SLC1A4 SLC30A5 SSB SSRP1 SSU72 SUMO1 TCEAL9 TIMM23 TM9SF3 TMED2 TMEM11 TRIR UFM1 USO1 VDAC2 YIPF5 YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_11 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_11 AARS1 ABCE1 ACOT7 ACTL6A ADH5 AK6 ALDH1A2 AMD1 AREG BECN1 BMS1 BOP1 BYSL CAD CDO1 CLCN5 CRELD2 CSE1L CYCS DDX21 DDX51 DNAJB11 DUS1L EPB41 EPRS1 FARSB FOXK2 FTSJ3 GLI1 GMPPB GNL3 GSPT1 GSTM1 HDC HIF1A HNRNPLL HOMER2 HSP90B1 HSPA5 IGF1 IL13RA2 IPO7 KPNA2 KRAS LGALSL LRP2 LRRC59 LTV1 MAK16 MANF MARS1 METTL1 MRTO4 MYRF NCBP1 NDUFAF4 NIFK NOP56 NOP58 NPL NUCB2 OLFM1 PA2G4 PDIA6 PELO PEX11A PLA2G10 PNO1 PPAN PSME3 PUM3 PUS1 RANGRF RDX RIPOR2 RRAGA RRS1 SEC23B SELENOS SEPTIN4 SLC35B1 SRM SRRT SRSF2 SRSF3 STIP1 STRAP STX12 SYNPO TARS1 TFRC TIMM8A TMEM9B TNFRSF21 TSR1 TUBB2A UBQLN1 USP39 UTP4 XPNPEP1 YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_12 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_12 ACP1 AHCY AKR1B10 ALDH2 ANTXR2 ARL6IP5 ARPC1A ATP6AP2 C1QB CAPNS1 CASP8 CD44 CHPT1 CIRBP CKS2 CLN6 DECR1 EBF1 ELOVL6 EMP3 ENSA ERGIC3 EXOC4 FARS2 FDFT1 FKBP7 FKBP9 FXYD2 GGH GNA12 GNAI2 GNG11 GSTK1 H2AC8 H2BC10 HIGD2A HIKESHI HMGN2 HSD17B10 IARS2 IDH1 IDH2 IFNAR2 LGALS3BP MAGED2 MCM3 MDK MPDU1 NAP1L1 NSDHL NTAN1 NTPCR NUDT21 OXCT1 PC PCP4 PDCD6 PHPT1 PIK3C3 PLEKHO1 PSME1 PTGIS PTGR1 QARS1 RAB3D RBMS2 RBMX RBP1 RPA3 RPL13A RRAS S100A1 S100A11 SHD SLC39A8 SNAPC2 TMEM176A TRIM59 WDR83OS ZFTRAF1 YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_13 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_13 ABCC1 ACYP2 ANAPC13 ANXA1 ANXA2 ARMCX2 ATP5F1E ATP5MJ ATP5MK ATP5PF ATP5PO B9D1 BUD31 C17orf49 C1D C9orf78 CALB1 CAT CCND1 CCZ1 CD320 CES1 CETN3 CHMP2A CHRAC1 CIAO2A CKAP5 COA3 COA6 COMMD1 COX16 COX5B COX6A1 COX7B CSRP1 CSRP2 CUEDC2 CUTA CYB5B CYBA CYRIB DAP DAP3 DBI DBNL DGCR6 DNAJC15 DPM3 DYNLRB1 EBP ECH1 EIF4EBP1 ELOB ELOF1 EMC6 ERG28 ESD ETFB FAM3C FIBP FKBP3 FMC1 GPN1 GPX4 GSR GSTM3 GTF2A2 GUK1 H2AZ1 HDDC2 HNRNPA1L2 HNRNPH2 HNRNPL IFNGR2 ILVBL LAGE3 LAMTOR5 LGALS1 LSM3 LSM8 LYRM2 M6PR MICOS13 MIEN1 MRPL11 MRPL13 MRPL18 MRPL23 MRPL27 MRPL28 MRPL35 MRPL45 MRPL52 MRPS18A MRPS33 MTMR9 NAA38 NAB1 NACC2 NCBP2 NDUFA13 NDUFA2 NDUFA3 NDUFA5 NDUFA9 NDUFB11 NDUFB5 NDUFB8 NDUFC1 NDUFS2 NDUFV3 NEDD8 NMT1 NUDT16L1 OGFR PAFAH1B3 PARK7 PC PCCB PDCD5 PEX7 PIGX PLAC9 PMPCB POLD3 POLE3 POLR3K PPIB PPIH PPP1R7 PPP2R5C PQBP1 PRDX2 PRPSAP2 PSAT1 PSMA5 PSMA6 PSME2 PSMG4 RAB28 RBM14 RBM3 REEP5 RELB REX1BD ROMO1 RPP30 S100A10 S100A6 SEC61G SELENOF SEM1 SF3B5 SLC35B2 SMTN SNRNP27 SNRPD2 SNRPE SNRPG SNX10 SSNA1 SUMO3 TAF9 TAGLN2 TCF19 TIMM8B TKT TMED3 TMEM205 TOMM5 TSEN34 TXNDC17 UBL5 UQCR10 UQCR11 UQCRB UQCRC2 VPS29 YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_14 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_14 ACOD1 ACTA1 APEX1 ARHGDIA ASL ATF6B BANF1 BAX BBLN C6orf136 CALCA CARM1 CCT3 CCT8 CDK2AP1 CDK4 CISD1 CLPTM1L COL18A1 CS CTSD DCTPP1 DDX41 DNAJC2 DTYMK DVL3 EBNA1BP2 EFTUD2 EIF2B5 EIF4G1 ERGIC1 FBL FGF1 FKBP11 GALK1 GALM GATAD2A GGA1 GNPNAT1 GOLGA5 GORASP2 GPS1 GSTM1 HDLBP HMGN5 HNRNPA3 HTRA2 IPO4 IPO5 IRAK1 JAG2 LBHD1 LMAN2 METAP1 MLEC MME MORF4L2 MRPL12 MRPL20 MRPS10 MRPS18B MYDGF NARS1 NDE1 NHP2 NME1 NOP16 NSUN2 NUBP1 ODC1 P3H4 PABPC4 PADI2 PDIA3 PDIA4 PDLIM3 PES1 PIGQ PKDCC PKM PPA1 PPP1R14B PRELID3B PREP PRMT1 PRRC1 PSMB3 PSMB5 PSMD1 PSMD6 PSME4 PTH1R PTOV1 PTP4A3 RAB34 RAN RANBP1 RARS1 RCN1 RGS19 RPN1 RWDD1 SEC13 SEC61A1 SEC61B SERPINE2 SERPINH1 SLAIN1 SLC39A7 SMARCA4 SMYD2 SND1 SNRPA1 SNRPD3 SRSF1 SSR1 SSR2 SSR3 SYNCRIP TANK TBCB TCEA1 TCERG1 THOP1 TMEM147 TMEM14C TMEM167A TMEM97 TOMM70 TPD52 TUBA1A TUBB3 TUBB6 TYMS UBE2M UBE2N UBFD1 UQCC2 VARS1 VCL WDR74 YBX3 YKT6 YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_15 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_15 ALOX15 AURKB BIRC5 C4orf48 CD59 CDK1 COL14A1 COL4A5 CRYZ DNASE1L2 EPOR GAB1 GBP4 GRN GSTT1 HEPH ITM2A KIF22 LUM MKI67 MTERF2 NPC1 NSG2 PCK2 PCLAF PLAC8 POSTN PTPRD ROBO1 SEMA3B SEMA3C SEPTIN10 SLC15A2 ST3GAL6 STMN1 XPA YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_16 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_16 ACTC1 ACTN1 ADAM15 AGR2 AKT1S1 ANXA6 AOC3 AQP4 BCL7C BGN BZW2 C1QTNF12 CALM3 CAVIN3 CLVS1 CNN1 COL18A1 COL1A1 COL1A2 COL3A1 COL4A1 COL4A2 COL6A2 COL6A3 COLGALT1 CRABP1 CRTAP CYP51A1 DAB2 DBN1 DMPK FABP5 FADS1 FBN1 FEZ1 FEZ2 GAPDH GPX7 GUSB HNRNPDL IDI1 IGFBP5 IGKV1D-37 KDELR3 MAOA MEST MFAP2 MRPS25 MSMO1 NDP NME4 NPDC1 NPNT NPTX2 P3H3 PCDH7 PCOLCE PCP4L1 PDLIM7 PFN2 PRAF2 PTGER3 PYGM REXO2 SARDH SH3BGR SMOC2 SPARC SQLE SRPX STRA6 TFPI TMEM45A TNNI2 TNNT2 TP53 TUBB4A VCAN WDR6 YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_17 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_17 ABRACL ACTB ADSL AKT1 ALDH9A1 ALG5 AQP4 ARF4 ARL2BP ARL3 AURKAIP1 BAG1 BCAP29 BPGM C11orf54 C8orf82 CALM1 CAPN2 CCDC12 CDK4 CENPB CIAO2B CKB CKS1B CLPB CMBL CMPK1 CNIH1 COPE COPS5 COPS6 COQ7 CORO1C CRYGD CSNK2B CYB5R1 DCTN2 DDOST DDT DDX1 DDX54 DLGAP4 DNAJC19 DOHH DPP3 DRAP1 EEF1AKMT1 EI24 EIF1AX EIF4A3 EIF4E2 ERCC3 ERH ERP29 EVL EXOC7 FAF1 FAM162A FKBP1A FUCA1 GCLM GNG10 GOSR2 GRPEL1 GSTP1 HACD3 HMBS HMGCS1 HNRNPD HSD17B12 HSD17B4 IFI35 IMPDH2 INPP5A KRT10 KRTCAP2 LAMTOR1 LIAS LMNA LRPAP1 LSM4 LSM7 LYPLA1 MAP3K7 MAPKAPK2 MARCKSL1 MDH2 MRPL16 MRPL18 MRPL2 MRPL21 MRPL34 MRPL36 MRPL51 MRPL58 MRPS11 MRPS12 MRPS14 MRPS15 MRPS22 MRPS34 MRPS7 MTIF2 NAA10 NAP1L1 NDUFA11 NDUFAB1 NDUFB6 NDUFB7 NDUFB9 NDUFS3 NDUFS6 NDUFV2 NME2 NR2F6 PARL PC PDAP1 PDCD2 PHB2 PIAS3 PLPP1 POLR3K PRELID1 PSMA7 PSMB6 PSMB7 PSMD13 PSMD14 PSMD8 PSMG1 PTDSS1 PUF60 RAMP2 RNF7 ROMO1 RPN2 RPS6KA4 RUVBL1 RXYLT1 SAE1 SAMM50 SDHB SERF2 SERPINA1 SET SLC25A39 SLC39A4 SLC39A9 SLIRP SMAP1 SMDT1 SRSF9 STARD7 STUB1 TALDO1 TCEA1 TGFB1I1 TIMM13 TMED10 TMEM109 TMEM160 TNFAIP1 TOMM70 TOR2A TPM4 TPP1 TRAM1 TRAPPC4 TUBB TWF2 TXNRD1 UBA1 UBE2S UBL4A UFC1 UQCRQ URI1 USP1 VDAC3 WTAP XRCC5 YIPF5 YJU2 YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_2 AASS AKAP9 APOA5 BCL2 CAPN3 CCL27 CCNL2 CDON CLK1 CLK4 CYP1A2 DTD2 ELN EPB41L4B ERRFI1 ESR1 FOS FUBP1 GCNT2 GNAO1 HGD HNRNPU KIAA1217 KLRG1 KRTDAP MEG3 MMP12 MYL11 NAPB NAT8B NMU NPTX1 NR0B1 OGT PAXBP1 PIK3CD PKLR PLA2R1 PRSS58 RAB14 RBM39 RPP30 SH3RF1 SLC4A1 SMYD1 SOX3 SOX5 SRSF7 TACR2 TARDBP THBS2 TIPARP TNXB TTC14 UBAP2L ZMYM6 YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_3 CA2 ESR1 GADD45A HPGD IGHA2 IGHV1-45 IGHV1-58 IGHV1-69-2 IGHV2-26 IGKC IGKV2D-30 IGKV4-1 IGKV5-2 ITIH1 JCHAIN MBTD1 MINPP1 NFKBIA PTEN PTPN22 RABGAP1L SEMA3E YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_4 AK4 BARX1 CCDC90B DRD4 ERCC2 FDPS FKBP10 GALR2 GCAT IGLV4-69 LDLR MC2R RCC2 RGS5 SYNGR4 YBX2 YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_5 ADM ATF3 BASP1 BEX2 BPIFA2 CNDP2 COL15A1 COL5A2 CX3CL1 CYP2E1 GAP43 HOXA11-AS HSPA1A IER3 IL18R1 ISG20 KCNQ1 KLF10 KLF4 LCN2 MSRB1 NDUFB2 PCK1 PER1 PPTC7 RELN S100G USP2 VEGFA WWC1 XDH YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_6 ABCB1 ADIPOQ ADRA2C AKR1C4 ARHGEF3 ARL4C BLNK BTG1 C16orf89 C3 CA3 CAPG CCN2 CD55 CDH16 CDKN1C CES2 CFD CLDN5 CRIP2 CRYL1 CXCR4 DDIT4 DRAM2 DSP EFHD1 EFNA1 EFNB2 EPCAM F3 FAM107B GHR GJB2 HMGA2 HTRA3 ID2 IFI27L2 IFIH1 IFIT2 IFIT3 IGBP1 IGHG1 IGHV3-66 ITGB4 KRT18 LIPE LPL LTF MAP3K1 ME1 MED24 NOP53 NUPR1 PAM PERP PKP2 PPP2R5A PRNP PRSS23 PRXL2A PTPRR RETN SAA3P SCD SCX SDC4 SLC27A1 SP4 SUPT4H1 TACSTD2 TEC TGIF1 TMEM106C TMEM30B TNFRSF19 TPRG1L USE1 WLS ZFP36L2 YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_7 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_7 AMOTL2 ANKRD40 ANP32B ANXA3 ARHGAP35 ARL8B ATP1A1 BCAT2 BRD2 BRIX1 CBX4 CDC34 CDV3 CHERP CLDN3 CNGA2 CNN2 COPS3 CRIP1 DDA1 DDX3X EIF2S1 EIF3J EIF4A1 EMC8 ETF1 FAM136A FOXA2 FZD2 GANAB GNB1 HNRNPA2B1 HNRNPC HRAS HSPA4 ITGB1BP1 JAGN1 KIF5B LEPROT MAGOH MAIP1 MGAT2 MIDN MRPL17 MRPL43 MRPS26 MT1A MTERF3 NCDN PGLS PPM1G PPP1R15B PSMA2 PTK2 RAB7A RAMP1 RASIP1 REM1 RREB1 SAR1B SCAMP2 SERTAD1 SLC25A48 SNAI1 SOD2 SULT1A1 TAPBP TM2D2 TPD52L1 UBQLN2 WSB2 ZFPM1 ZNF281 YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_8 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_8 ALPL ANKH ATP5F1C BCAT1 BMP2K CAPRIN2 CCNG1 CKMT1B CTPS1 CYP26A1 DNAJC3 ETNK1 FKBP5 FST FZD1 GATA2 GGCT HK2 HOPX HOXA11 HSPH1 ID1 IHH LMO7 MAT2A MTHFD2 MYC MYD88 NFIL3 NOCT P4HA2 PDK3 PDZK1IP1 PIP5K1B PLET1 PNKD PTGS1 PTK2B RHOB SGK1 SLC2A3 SLCO3A1 SRSF1 STX18 TFRC TGFBR3 USP14 WDR43 WNT11 ZBTB16 YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_9 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_9 A4GALT AHR AKTIP ANPEP CASP1 CAVIN2 CBR1 CD24 CD53 CD83 CHCHD10 CTSC DBNDD2 DLX6 EIF3E ELF3 EMB EMP1 EYA2 FAAP20 FAM3C FXYD3 GSTO1 H2AC18 H2AZ2 HES1 HIBADH HLA-A IFIT1B IMMP1L IRF7 IRF9 ISG15 ITCH KRT19 LGALS3 LXN LYZ MAN1B1 MARCKS MDFIC MNAT1 NCBP2AS2 NFE2L3 NFIB NSA2 NUDT4 OVGP1 PAX8 PFDN2 PKP4 PLA2G4A PON2 PPM1B PRKAB1 PSMB8 PSMB9 RAB25 RHPN2 RNASET2 RPL36A RTCB S100A13 SDCBP SLC1A1 SMIM11 SUGT1 SURF1 TES THRSP TMOD3 TMPRSS2 TMX2 TSPAN8 TST TYROBP UPK3B VAMP8 YAUCH_HEDGEHOG_SIGNALING_PARACRINE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAUCH_HEDGEHOG_SIGNALING_PARACRINE_DN A2M ACTA1 ACTN2 ADGRA1 ADORA2A AK4 ALS2 ANKRA2 ANKRD23 APOM AQP5 ARPP21 ASB15 ASCL1 ATP2A1 B3GALT1 B3GALT6 BCLAF1 BMAL2 C1orf50 C2orf80 C3orf18 C4orf19 CABP7 CACNA1B CADM2 CASQ2 CCDC34 CCDC7 CD27 CD28 CEACAM7 CECR2 CENPH CEP128 CFAP206 CFTR CHIA CHRNA6 CHRNA9 CKM CKMT2 CLEC2D CLHC1 COA7 COL12A1 COL4A4 CORO6 CPA6 CRAT CTXN3 CUX2 CYP1A1 DAAM2 DDO DEFB4A DGLUCY DHCR24 DLK1 DPY19L2 DYNLT1 EHF ELFN2 EPHA1 EYA1 FABP1 FABP6 FAM131B FAM53A FARSA FASTKD3 FCRL1 FLRT2 FOCAD FOXN4 GABRA2 GABRB1 GARIN3 GDPD3 GH1 GNGT1 GRIA1 GRIK1 GRIP1 HAPLN1 HAVCR1 HEPACAM HIF1A HSPA4L HTR7 ID4 IKZF3 IL16 INSM1 ISL1 ITSN1 KBTBD6 KCND2 KCNH2 KCNJ3 KCNK1 KCNK9 KIAA0232 KLHL41 KRT6C KYAT1 LENEP LIPM LRP2BP LRRC39 LRRTM2 MB MC1R MEIOB METTL21EP MGAT5 MMP13 MRAP2 MS4A2 MYBPC1 MYBPC2 MYF5 MYF6 MYH1 MYH4 MYL1 MYL11 MYOM2 MYOT MYPN NAV2 NCAM2 NCAN NEB NECTIN3 NEXMIF NLRP4 NMBR NPAS3 NPHP3 NPY2R NR6A1 NRSN1 NXPH1 ODAD3 OR5B3 OSBPL6 OTC PAPPA PAX9 PBX4 PCDH10 PCDH9 PCNT PDLIM3 PIP5K1B PMS2 POLQ POT1 POU3F1 PRAMEF2 PRDM16 PRKCA PROX2 PRPS1L1 PSRC1 PTPRJ PVALB PYGM RAD54B RBFOX1 RBM14 RBM46 RELCH RHAG RIPK4 RLN1 RPGRIP1 RSPH4A RUFY2 RYR2 SBSPON SCRG1 SEMA3B SEMA3E SEMG1 SERPINA1 SERPINB2 SERPINB5 SH3BGR SIM1 SKOR1 SLC15A5 SLC22A25 SLC25A26 SLC25A27 SLC25A41 SLC29A4 SLC5A12 SLN SMIM17 SMO SMTNL1 SMYD3 SNTG1 SOCS2 SPACA7 SPATA16 SPEG STAC3 SUSD5 SYT2 TAS1R3 TBR1 TEX21P TEX33 TEX43 TFF2 THBS4 THEM5 THOC7 TMED7 TMOD4 TNIP2 TNNC2 TNNI2 TNNT2 TNNT3 TNP1 TNR TRAT1 TRDN TREH TRIM17 TRIM5 TRIM63 TRIM7 TTN TTR UBE2Q2 UBE2U UPK1B USP17L2 USP53 UTP23 WNT3 ZIC1 ZIC5 ZNF729 ZSWIM5 YAUCH_HEDGEHOG_SIGNALING_PARACRINE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAUCH_HEDGEHOG_SIGNALING_PARACRINE_UP ABHD8 ADAM18 ADAMTSL5 ADD2 AGBL4 ALAS2 ALDH1A3 AQR ARHGEF12 ARRDC4 ATP1A4 BCAS3 BCHE BDKRB2 BMP7 BRINP3 BRWD3 BST1 C14orf39 C1QTNF7 CADM2 CAGE1 CCL22 CCR9 CLEC2D COA8 COL10A1 CPSF2 CTDSP2 DDX23 DHCR24 DMC1 DMP1 DPH2 DUSP15 DUSP5 ELAPOR1 ELAVL1 EPHA3 FAM110B FOXD1 FRZB G6PD GALR2 GDF10 GIGYF2 GLCE GLI2 GLOD5 GPR174 GRIA2 GZMH HEMGN HNF4G HSD11B1 HSPA1A ICE2 IGFBP5 IGHG1 IGKC IL11 IRS3P KCNE4 KNG1 L1TD1 LCA5 LEPR MAP7 MASP1 MBP MEI4 MFSD3 MFSD4A MIR23A MPZL2 MS4A1 MYB NEBL NME7 NMNAT1 NOG NSG1 NTRK2 PCSK5 PCYOX1L PENK PRTN3 PTCH1 PTGER3 PTHLH PTPRS RAB22A RADIL RBPJL RDH10 REG1A REG3G RELCH RELN RERG RET RIC3 SCARA5 SCG5 SCN2A SERPINA7 SERPINB5 SFRP1 SFSWAP SH2D4B SHISAL2B SLC1A3 SLC25A4 SLC26A3 SLC28A3 SLC29A2 SLCO4A1 SPATA9 SPIC SPOCK1 SPON1 SRGAP2 ST8SIA2 STK33 SUMF2 TCAIM TDGF1 TECPR1 THSD4 TMA16 TMEM100 TMEM107 TNFRSF19 TNFRSF9 TNMD TRAM2 TRIM5 TRPC1 TRPC3 TSPAN11 TSPAN32 TTC39B WIF1 WNT9B ZC3H13 ZFP2 ZNF235 YEGNASUBRAMANIAN_PROSTATE_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YEGNASUBRAMANIAN_PROSTATE_CANCER ABHD2 ACP3 ADO AGR2 ALAS1 ALB ALDH3A2 ALDH6A1 AMACR ARHGAP6 ARHGEF26 ATAD2 AZGP1 BBS4 BCHE BCOR CALML5 CENPN CEP76 CLCN4 CLDN3 CLDN4 CLGN COCH CRISP3 CTAG1B CTAG2 CTH DBT DDC DHFR DHRS2 DNAAF2 DONSON E2F5 ECD EEF1A2 EIF2S1 ELF5 EPHA3 ERBB3 ETV1 EXOSC4 FECH FGF13 FOLH1 GAGE1 GAS2 GCNT1 GPM6A GPR37 GTF2F2 HMGN5 HOXB13 HPCAL1 HPGD ID4 KDM6A KIF23 KLHL7 KLK2 KLK3 KRT81 LONP1 LYSET MAGEA1 MAGEA12 MAGEA2 MAGEA3 MAGEA4 MAGEA5P MANEA MAPKAPK5-AS1 MCCC2 MED6 MIA2 MYBL1 NCAM2 NDC80 NEBL NEMP1 NKX3-1 NXF2 OCLNP1 PAGE1 PBLD PCDHA9 PDE10A PEG3 PLAAT1 PON1 PRAME PRSS2 PSMC3IP PTPRB RASA4 RLN1 SCG3 SERPINA1 SHTN1 SLC25A21 SLC39A8 SLC43A1 SLC44A4 SMCHD1 SOHLH2 SORD SPDEF SPINK1 SRSF6 SSX1 SSX2 SSX3 ST7 SUPV3L1 TBC1D31 TFAM TIMM9 TMEM38B TMPRSS2 TNNT1 TOX3 TPTE TRGC1 TRIM36 TRIM68 TSPAN8 TSPY1 UGT2B11 UGT2B15 XAGE1B ZBTB10 ZFX ZNF780B ZSCAN31 YEMELYANOV_GR_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YEMELYANOV_GR_TARGETS_DN ATF2 EBP EGR1 GATA4 JUN PAX6 RABEP2 SMAD3 SRF STAT1 TP53 YIH_RESPONSE_TO_ARSENITE_C1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YIH_RESPONSE_TO_ARSENITE_C1 CCNB1 CFLAR CLK1 CSDE1 DDIT3 FAS HSF2 HSPD1 IFNGR1 KRT5 MNAT1 MYBL2 MYCL PIK3CA PTK2 RASA1 SGPL1 SMARCA1 TOP2A USP4 WT1 ZFP36 YIH_RESPONSE_TO_ARSENITE_C2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YIH_RESPONSE_TO_ARSENITE_C2 ATF2 BCL2A1 CAST FADD GADD45A KIT KRT6A PPP1CA PPP1CB RAB5A SP3 TCF12 TGFB3 USP8 YIH_RESPONSE_TO_ARSENITE_C3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YIH_RESPONSE_TO_ARSENITE_C3 CASP10 CCN3 CCNF CCNG1 CDC25A CDK1 CDKN2A CDKN3 GAP43 GLRX GTF2IP4 IGF2 MCF2 MDM2 NDUFAB1 NEK6 PFDN4 PIM1 POR PRKCA PRKCD RAP1A RFC4 RFC5 RNF5 SMAD4 TFAM TSPAN31 VBP1 XK XRCC6 YIH_RESPONSE_TO_ARSENITE_C4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YIH_RESPONSE_TO_ARSENITE_C4 CDC42 CRADD CXCL8 EGFR EIF4E ELK1 ETV6 F11R GRB2 JUN KRT8 MYCN NCK1 NPAT NR2F6 RAB3A TAPBP YIH_RESPONSE_TO_ARSENITE_C5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YIH_RESPONSE_TO_ARSENITE_C5 ACKR1 CCL2 CRABP2 KRT15 KRT19 L1CAM MAP2K1 PGF PLAU PML TNFAIP6 YOKOE_CANCER_TESTIS_ANTIGENS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YOKOE_CANCER_TESTIS_ANTIGENS CACNA1S CAPN3 CENPF CXCR2 DPEP1 FABP6 FAM216A FBXL2 GABBR1 GREB1 IVD JADE3 LACTB2 LRP8 MAGEA11 MAT2A MMP11 MOK MPP3 MVK NPTX2 NUP43 OVGP1 PDXDC1 PTGER4 RRAD SLC7A5 STK31 TDRD9 TFDP1 TRIP13 TUBB4A UBE4A WFS1 ZNF200 YORDY_RECIPROCAL_REGULATION_BY_ETS1_AND_SP100_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YORDY_RECIPROCAL_REGULATION_BY_ETS1_AND_SP100_DN AGO2 AHSA1 ALDH1A2 ANGPTL4 APOA4 AXIN1 BAG3 BMX BRCA1 BTG3 CA2 CACYBP CCN3 CELA3A CELA3B CFD CHL1 CHORDC1 CLIC2 CNR2 COL4A3 CPEB4 CYB5R2 DNAJB1 DNAJB6 ERCC6L2 ESPL1 FKBP4 FLT3 HADH HSPA1L HSPA8 HSPB8 HSPH1 IRF4 IRF9 KLF4 KLRB1 LMO7 LRIF1 MAGEA11 MAGEA9B MUC4 PAX2 PCDH9 PHYH PMP22 PRKCA PTGES PTPRM RASSF8 SAMD9L SNAI1 SOCS3 SPINK1 SRD5A1 SSUH2 TASOR TCL1B TENT5A TENT5C TICAM2 TNC TULP4 TYW3 VAV1 WNT7A ZMYND8 ZNF106 ZNF532 ZNF578 ZNF91 YORDY_RECIPROCAL_REGULATION_BY_ETS1_AND_SP100_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YORDY_RECIPROCAL_REGULATION_BY_ETS1_AND_SP100_UP ADGRF5 ARRB1 ATF5 CARNMT1 CDK2 ERO1A HMGN4 IGFBP6 MEA1 MYCL NPDC1 PPP2R1B RAP1GDS1 RARA RASSF2 SAPCD2 SCARA3 SIRPA SS18L2 TACSTD2 VPS26B VSIG10 YOSHIMURA_MAPK8_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YOSHIMURA_MAPK8_TARGETS_DN ABAT ABRACL ABTB2 ACACA ACAT2 ACSL1 ACTG1 ACVR1 ADIPOR2 ADM AFP AGTR1 AHNAK AHR AIMP2 AKT1 ALAS1 ALDH3A2 ALDOA AMD1 AMFR ANKFY1 ANKIB1 ANKRD24 AP1S3 APLP2 APMAP APP AQP4 ARG1 ARL10 ARL5A ASF1B ATP12A ATP5PB ATP5PO ATP6V1B2 ATP6V1D ATP7A ATXN3 BCL7B BCLAF1 BDNF BET1 BHLHE40 BOK BPIFB4 BSG C15orf62 C18orf54 C1R C8B CACNA1A CASK CCL4 CCNL1 CCT3 CD200 CD3G CD48 CD5 CDC42 CDK7 CEBPD CEBPG CELA1 CHAMP1 CHD6 CHGA CHP1 CIPC CKMT2 CLCN7 CMTM6 CNN3 CNTF COL11A1 COPB1 COPZ2 COX5A CPQ CSNK1G2 CST3 CTH CTTN CYB5B CYP51A1 DBI DCAF7 DCLK1 DDOST DHODH DIO2 DMAC2 DNAJA2 DNAJB9 DNM2 DPP4 DUSP6 DYNC1LI2 EDN1 EGF EGLN3 EHMT2 EIF2B5 EIF5 ELOB EMC8 EMP1 ERO1B EVI5 EXOC8 F13A1 F2 FAM104A FCGR2B FDPS FDX1 FGFR1 FHL2 FLT1 FMOD FN1 FRK FUCA1 GADD45A GATA6 GCLM GM2A GNB1 GOLGA1 GPAM GPD2 GPHN GREM1 GRHPR GRIA2 H3C14 HADHB HIGD1A HMGCR HMGCS1 HNMT HOOK1 HRH2 HSPA1A HSPA8 HSPA9 HSPH1 HTT HUWE1 IDE IFT46 IGFBP5 IGFBP6 IL2 IL6 IL6ST INSIG1 ITGB7 ITPR1 IVD JAG1 JAK2 JUP KIAA0040 KIF11 KIF12 KIF3C KLF10 LAMA5 LAMP2 LBR LDLR LEP LGALS8 LIPA LITAF LMOD3 LSS LTBP2 LYSMD3 LYST MAGI1 MAGT1 MAP2 MAP2K1 MAP2K6 MAPK14 MAPKAPK3 MAX MDH2 MED6 MEOX2 MET MFN2 MLLT10 MLST8 MOSMO MPZL1 MRPL40 MSH2 MSMO1 MTCH2 MTDH MYBPC1 MYC MYCBP2 MYH1 MYH2 MYL4 MYL6 NAA20 NCKAP1 NDUFAB1 NDUFC1 NEO1 NF1 NFIA NKTR NME1 NMT1 NOLC1 NPR3 NPTN NR1D2 NR2F2 NR2F6 NR4A2 NRAS NRBP1 NRDC NRG1 NSDHL NUCB1 NUDT4 NUP58 NUP98 NVL OBP2B ODC1 OGT OLR1 P4HA1 PACSIN2 PAK2 PAPSS2 PCDHGC3 PCM1 PDGFRA PDK1 PDLIM4 PDPK1 PET100 PFKFB2 PGK1 PHB1 PITPNA PLAA PLEKHA7 PLOD1 PLP1 PMCH PMP22 PNLIPRP2 POU3F1 PPAT PPIB PPIL3 PRICKLE2 PRUNE2 PSAP PSAT1 PSMC2 PSMC5 PSMD4 PTGFRN PTGS1 PTPRA PTPRJ PTPRM PURB RABEP1 RABGGTB RALBP1 RAPGEF3 RASL11A RB1 REXO2 RNASE4 RNF130 RNF4 ROCK2 RPGR RPL22 RPN2 RPS12 RPS6KB1 S100A10 SAMD4B SART3 SCD SCFD1 SCFD2 SCG2 SCGB1D2 SCHIP1 SDC2 SEC61B SEC62 SEL1L SERBP1 SERINC3 SERP1 SFPQ SIPA1L1 SKIC8 SLC12A4 SLC16A1 SLC25A3 SLC27A1 SLC30A4 SLC4A4 SLC6A6 SLCO1A2 SLIT3 SLK SMAD1 SMAD2 SMARCA4 SMC1A SND1 SNF8 SOAT1 SPON1 SPTY2D1 SRSF3 SSR4 ST3GAL5 STK38 STK39 STX4 SUB1 SULT2A1 TATDN2 TCF3 TFF2 TFRC TGFA THOC2 TIMM23 TIMP3 TKFC TMBIM6 TMED10 TMEM214 TNKS2 TNS3 TOP2A TOR1AIP1 TPT1 TRA2B TUBGCP4 TWF1 UBE2G1 UGT1A10 UQCC2 USO1 VCAM1 VEGFA VIPR2 VMP1 VPS26A WDFY1 WFDC1 YWHAZ ZEB1 ZNF292 ZNF775 YOSHIMURA_MAPK8_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YOSHIMURA_MAPK8_TARGETS_UP A2M ABAT ABCC8 ABCC9 ACAA1 ACAN ACCS ACE ACE2 ACHE ACOT2 ACOX2 ACOX3 ACP3 ACTC1 ACVR1B ACVR1C ACVR2A ACVR2B ADAM18 ADAM2 ADAM5 ADAP1 ADAR ADCYAP1 ADCYAP1R1 ADGRL2 ADH1C ADH7 ADORA3 ADRA1D ADRA2A ADRB1 ADRB2 ADRB3 AFDN AGER AGT AGTR1 AGXT AGXT2 AK1 AK2 AKAP1 AKAP12 AKR7A3 ALDH1A1 ALDOB ALOX15 ALOX5 ALOX5AP ALPI ALPL AMBP AMPD1 ANK3 ANP32A AP3M2 AP4S1 APBA2 APBB1 APC APH1A APOA1 APOB APOBEC1 AQP2 AQP3 AQP6 AQP7 AQP8 AQP9 ARAF ARC ARF3 ARFGAP1 ARHGAP28 ARHGEF4 ARL11 ARNT ARRB2 ASGR1 ASIC2 ASL ASS1 ATP13A1 ATP1A3 ATP1B2 ATP2A3 ATP2B2 ATP2B3 ATP4A ATP4B ATP7B ATP9A ATXN1 AVPR1B AVPR2 AZGP1 B3GAT1 BAG6 BARHL2 BAX BCAN BCAR1 BCL2 BCL2L1 BCL2L15 BDKRB2 BDNF BEGAIN BFSP1 BHMT BIN1 BMP7 BOD1L1 BOK BPIFA2 BRCA2 BSN BTG3 BUB1B C1QB C1QC C1orf210 C2CD4A C5AR2 C8B CA2 CA3 CA6 CABIN1 CACNA1A CACNA1C CACNA1D CACNA1H CACNA1S CACNB3 CACNB4 CACNG1 CADM1 CALB2 CALCA CALCB CALCRL CALM3 CAMK1D CAMK2A CAMK2B CAMK2G CAMK4 CAMKK2 CAMKV CAPN3 CARTPT CASP2 CASP6 CASZ1 CBLIF CBS CBX5 CCDC88C CCK CCKAR CCL11 CCL2 CCL20 CCL3 CCL5 CCNB1 CCND1 CCND3 CCR2 CD247 CD3D CD3G CD53 CD74 CD79B CD8A CDC14B CDC25B CDC37 CDC7 CDH16 CDH17 CDH22 CDH8 CDK16 CDKN1A CDO1 CDS1 CEACAM1 CEACAM7 CEBPA CEBPE CEP95 CES1 CES1P1 CES2 CFB CFP CFTR CGA CHCHD6 CHGB CHKB CHMP1A CHN1 CHORDC1 CHRM1 CHRM5 CHRNA2 CHRNA4 CHRNA6 CHRNB1 CHRNB2 CHRNE CHST10 CIRBP CITED2 CKMT1B CKMT2 CLCN1 CLCNKA CLCNKB CLDN3 CLDN7 CLEC11A CLEC9A CLPS CLTA CMKLR2 CNGA1 CNGA3 CNGB1 CNKSR2 CNTN1 CNTN2 COL26A1 COL9A1 COLQ COMP COX5B COX6A2 COX7B CPA3 CPB1 CPLX2 CREG1 CRHBP CRHR1 CRISP2 CRP CRPPA CRYAA CRYBA1 CRYBB1 CRYBB2 CRYBB3 CRYGA CRYGC CRYGD CSAD CSF2RB CSN3 CSNK1D CSPG5 CSRP3 CST8 CTNND2 CTRB2 CTRC CTSC CTSS CUBN CUZD1 CXCL14 CXCL6 CXCR1 CXCR2 CXCR4 CYBA CYBB CYP11B1 CYP11B2 CYP17A1 CYP1A1 CYP27B1 CYP2A6 CYP2B6 CYP2C18 CYP2C8 CYP2D6 CYP2D7 CYP2E1 CYP2F1 CYP2G1P CYP2J2 CYP4A22 CYP4F11 CYP4F2 CYP7A1 DACT2 DBN1 DBP DCHS1 DDB2 DDC DDIAS DDN DDR1 DEAF1 DEFB1 DEFB4A DGKZ DHFR DHRS7B DIO2 DLAT DLC1 DLG1 DLG2 DLGAP1 DLGAP2 DLGAP3 DLL3 DLST DLX5 DNAAF1 DNAAF8 DNAH1 DNAH2 DNAH6 DNAH9 DNASE1 DNASE1L3 DNM1L DNPEP DOCK5 DOCK8 DPEP1 DPF1 DPP4 DPP6 DPYS DPYSL4 DRD1 DRD2 DRD3 DSEL DTD1 DUSP4 DUSP7 DUT DYNC1LI2 DYNLT1 DYRK1A ECHS1 EDN2 EDN3 EDNRA EEF1A2 EEF2 EFEMP1 EFNA5 EFNB1 EGFL7 EGFR EGR1 EGR3 EGR4 EIF2AK3 EIF2S3 EIF5B ELAVL4 ELOA ENPP6 EPB41L4B EPCAM EPHX2 EPN1 EPO EPOR ERBB2 ERBB3 ERBB4 ERGIC1 ERRFI1 ESR2 ESRRA ETFDH ETNK2 ETS1 EXOC7 F10 F2RL1 FAAH FABP1 FABP6 FAM234A FAM83F FANCC FAT2 FAU FBXO2 FBXO38 FBXW5 FCGR2A FDXR FEM1A FEZ1 FGA FGB FGD4 FGF10 FGF14 FGF16 FGF17 FGF5 FGFR4 FGGY FGR FKBP4 FNTB FOXA3 FOXD1 FOXD3 FOXD4 FOXG1 FOXI2 FOXM1 FRMD5 FSHB FURIN FUT1 FUT4 FXYD1 FXYD2 GABRA3 GABRA6 GABRB3 GABRD GABRG1 GABRG2 GABRG3 GABRR2 GABRR3 GAL GALM GALNT5 GALNT6 GALR3 GAS6 GAS7 GCGR GCH1 GCKR GCM1 GDE1 GDF10 GDF15 GEMIN4 GFAP GFI1 GGT1 GH1 GHRH GHRHR GHSR GJA1 GJA5 GJB1 GJB3 GJB5 GLI4 GLMN GLP1R GMEB2 GMPR GNA15 GNAL GNAS GNB3 GNG11 GNG7 GNMT GNRH1 GNRHR GP2 GP5 GPAM GPC2 GPR15LG GPR19 GPRC5C GPT GPX1 GPX4 GPX5 GPX6 GPX7 GRHPR GRIA1 GRIA3 GRID1 GRIFIN GRIK1 GRIK4 GRIN1 GRIN2D GRIN3A GRM1 GRM3 GRM5 GRM8 GRPR GSE1 GSK3B GSS GSTA4 GSTA5 GSTM1 GSTT2 GUCA2B GUCY2C GULP1 GYS2 GZMB GZMH H1-6 H4C9 HAAO HADHA HAL HAND1 HAND2 HBD HCK HCRT HES1 HES3 HES5 HIVEP2 HK1 HLA-DMA HLA-DOB HLA-DQA1 HLA-E HLF HMBS HMGA1 HMGA2 HMGCR HMGCS2 HMOX1 HNF1B HOMER1 HOOK1 HOXA4 HOXB7 HOXD3 HPCAL4 HPD HPGD HPR HR HSD11B2 HSD17B3 HSD17B4 HSD3B1 HSPB1 HSPB2 HSPB6 HTR1A HTR1F HTR2A HTR2C HTR4 HTR5A HTR7 HYAL3 HYOU1 ICAM2 IDE IER3 IFNG IGF1 IGF1R IGF2 IGF2R IGFALS IGFBP1 IGFBP2 IGFBP3 IGHG1 IGLC7 IGLL1 IL10 IL12B IL13 IL18 IL1A IL1R1 IL1RL2 IL1RN IL2 IL9 IL9R IMPA1 INA INF2 INHA INHBB INPP5D INS INSRR IRF2 IRS2 ISL1 ITGAE ITGB3 ITGB4 ITPKA ITPKB ITPR1 IVL JAG2 JAK2 JUN JUND KALRN KCNA1 KCNA2 KCNA3 KCNA4 KCNA5 KCNA6 KCNAB2 KCNAB3 KCNB1 KCNC2 KCNC3 KCNC4 KCND2 KCND3 KCNE1 KCNH2 KCNH3 KCNH5 KCNH7 KCNH8 KCNJ1 KCNJ10 KCNJ11 KCNJ16 KCNJ2 KCNJ4 KCNJ5 KCNJ6 KCNJ8 KCNJ9 KCNK1 KCNK3 KCNK5 KCNN3 KCNQ3 KCNS1 KCNT1 KCTD13 KHK KIF1C KIF27 KIF3C KIT KITLG KL KLF10 KLF6 KLK1 KLK8 KLKB1 KLRB1 KLRG1 KLRK1 KRT18 KRT36 KRT5 KRT8 KRTAP1-1 KYNU L1CAM LCN1 LCN2 LCT LDHC LEP LGALS4 LGALS7 LGALS9 LHB LHCGR LHX2 LIF LIMK1 LIN7B LPL LRRC7 LSAMP LTA LYVE1 LYZ MADCAM1 MADD MAFB MAG MAK MAOB MAP1B MAP2 MAP2K2 MAP2K5 MAP3K1 MAP3K9 MAP4K1 MAP6 MAPK12 MAPK14 MAPK3 MAPK8IP2 MAPKAPK3 MAPT MARK2 MARVELD2 MAS1 MASP1 MAT1A MAT2A MC3R MCF2L MECP2 MEF2D MEP1A MEP1B METTL7B MGAT5 MGMT MGST3 MIF MIP MIR28 MIR675 MISP3 MMP10 MMP23B MMP3 MMP7 MMP9 MMRN1 MMS19 MOBP MOGS MPP3 MPV17L MRAS MRPL38 MS4A2 MSH2 MSMB MSX2 MT-ATP6 MT3 MTARC2 MTHFR MTMR7 MTNR1A MTRF1L MUC1 MUC13 MUC2 MUSK MX1 MXD3 MXI1 MYCN MYH3 MYH6 MYL1 MYL12A MYL2 MYL3 MYL6 MYO1A MYO1B MYO5B MYOC MYT1L NAALADL1 NAE1 NALCN NAT1 NAT8B NCAN NDRG4 NDST1 NDUFA4L2 NDUFA5 NDUFB5 NDUFB6 NDUFS8 NEDD8 NEFH NEFL NELL2 NEU2 NEURL3 NEUROG1 NF2 NFIC NFKBIE NGF NGFR NKX2-1 NLGN2 NLGN3 NME6 NMRK2 NMU NOS1 NOS2 NOTCH1 NPPA NPPC NPR1 NPTX2 NPY NPY4R NR0B2 NR5A1 NR5A2 NRCAM NSG1 NT5C1A NTF4 NTHL1 NTRK2 NTRK3 NUDT6 NUP58 NXF1 OCM2 ODF1 OLAH OLFM1 OMP OPLAH OPRD1 OPRK1 OPRM1 OPRPN OR13C7 OR1E1 OR1E3 OR1F1 OR2AT4 OR2T1 OR4B1 OR51E2 OR6A2 OR8D1 OR8G1 OSBPL2 OTC OTX1 OXT P2RX1 P2RX3 P2RY6 P3H4 PACS1 PADI1 PADI2 PAK3 PAQR7 PARK7 PAX4 PCCB PCK1 PCP4L1 PCSK4 PCSK7 PDE1B PDE2A PDE3A PDE4A PDE4C PDE4D PDGFB PDGFRA PDX1 PFKFB1 PFKFB3 PFKM PGD PGR PHAX PHB1 PHKG1 PHOX2A PIGR PIK3C2G PIK3CD PIM1 PIP PIP4K2B PIP4K2C PIP4P1 PISD PKIB PLA2G1B PLA2G2A PLA2G2C PLA2G5 PLAAT5 PLAGL1 PLAUR PLCD4 PLCG2 PLEK PLEKHA1 PLEKHM2 PLG PLIN3 PLLP PMFBP1 PNCK PNLIP PNLIPRP1 PNOC POLB POLE3 POLG2 POLR2H POMP PON1 POU1F1 POU2F1 POU3F2 PPA2 PPARA PPARD PPIF PPIG PPP1CA PPP1R13L PPP1R1A PPP1R3B PPP1R9A PPP2R1A PPT2 PPY PRB1 PRG2 PRIM2 PRKCA PRKCB PRKCG PRKCZ PRKG2 PRL PRLH PRLR PRM2 PRM3 PROC PRPSAP2 PRR4 PRSS1 PSEN1 PSMA1 PSMB2 PSMB4 PSMB5 PSMB8 PSMD1 PSME1 PSTPIP1 PTGER1 PTGER3 PTGER4 PTGFR PTH PTK2 PTOV1 PTPN3 PTPRC PTPRE PTPRF PTPRH PTPRN PTPRQ PTPRU PVALB PYGL PYGM PZP R3HCC1 RAB1B RAB26 RAB3A RAB3B RAB3C RAB4A RABIF RAD18 RAF1 RAG1 RALBP1 RALGAPA1 RALGDS RAPGEF4 RARA RARB RASL11A RASSF9 RBMS2 RBP2 RBP4 REEP2 REG1A REN RESP18 RFWD3 RGS1 RGS22 RGS8 RGS9 RHBDL1 RHD RHO RIMS1 RIOK1 RNA5-8SN3 RNASE3 RNF112 RPL11 RPL28 RPL32 RPL6 RPS15 RPS25 RPS27A RPS27L RTN1 RTN4IP1 RUVBL2 RXRB S100A1 S100A7L2 S100B S100G SAMD1 SAMD4B SATB2 SCARB2 SCG3 SCG5 SCGB1D2 SCGB2A2 SCN1B SCN3A SCN7A SCN9A SCNN1A SCNN1B SCNN1G SDS SELENOP SELL SEMA3A SEMG1 SERPINA1 SERPINA10 SERPINA3 SERPINA5 SERPINB5 SERPINI2 SFTPA1 SFTPB SH2B1 SH2B2 SH2B3 SH3GL2 SH3KBP1 SHC3 SHH SHOX2 SI SIRPA SKIC2 SLC10A1 SLC10A2 SLC12A5 SLC13A1 SLC13A2 SLC13A3 SLC15A1 SLC15A4 SLC17A1 SLC1A1 SLC1A6 SLC22A1 SLC22A7 SLC22A9 SLC24A2 SLC27A2 SLC28A1 SLC34A1 SLC37A4 SLC4A3 SLC5A1 SLC5A2 SLC6A11 SLC6A12 SLC6A13 SLC6A17 SLC6A2 SLC6A7 SLC6A9 SLC7A2 SLC8A1 SLC8A2 SLC8A3 SLC9A2 SLCO1A2 SMR3A SMYD5 SNAP25 SNCA SNCG SOCS3 SOD1 SOX10 SOX13 SOX17 SPAM1 SPP2 SPR SPTBN2 SRD5A1 SRSF3 SRSF4 SSB SST SSTR1 SSTR2 SSTR4 ST3GAL3 ST6GALNAC3 ST8SIA1 STAR STARD8 STAT5B STRN STRN4 STX1A STX7 STX8 STXBP2 SULT1C2 SULT1C3 SULT1E1 SULT2A1 SV2B SYCN SYK SYNGAP1 SYNGR1 SYNPO SYT2 SYT3 SYT7 SYT9 TAC1 TACR1 TACR2 TACSTD2 TANGO2 TAP1 TAP2 TAT TBP TBXA2R TBXAS1 TCF3 TEDDM1 TEF TEX261 TF TFF1 TFF3 TGFBR3 THBD THBS4 THPO TIMELESS TLR4 TMA7 TMEM120A TMEM171 TMEM25 TMEM79 TNC TNF TNFRSF4 TNNI2 TNNI3 TNP1 TNP2 TNR TNXB TOMM34 TPM3 TPSB2 TPSD1 TRAPPC14 TRBV15 TRBV30 TRDMT1 TREH TRH TRHDE TRHR TRIP10 TRPV1 TSGA10 TSHR TST TTLL5 TTN TTPA TYMS UBB UBE3A UCHL1 UCN UCP2 UCP3 UGCG UGT1A10 UGT2A1 UGT2B7 UNC13A UNC13C UNC5A UNCX UQCRFS1 USP40 USP7 UTS2R VAMP2 VEZF1 VIM VN1R17P VPS33B VSIR VSNL1 VTCN1 VTN WDPCP WDR31 WDR37 WDR62 ZG16 ZNF280D ZNF429 ZNF665 ZNF687 ZP1 ZP3 ZSCAN25 ZSWIM7 YUAN_ZNF143_PARTNERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YUAN_ZNF143_PARTNERS BRD2 CHD8 DCAF13 DIDO1 GPBP1 GTPBP4 H2AC1 HCFC1 INO80 JRK LMO7 MAP7 NUSAP1 PNN RAVER1 RBM33 RRP1B RUVBL1 SAP18 SNW1 TPX2 YY1 YU_BAP1_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YU_BAP1_TARGETS BAP1 BCL2A1 BIRC5 BRCA1 BRIP1 CA2 CCND2 CCNE2 CDC25A CDC45 CDC5L CDC6 CDK1 CHEK1 COX7C CYB5R1 E2F5 ELOVL6 GMNN NPL PDGFRA RAD51B RBL1 RFC3 SKP2 TADA3 TNFRSF10B USP1 UXS1 YU_MYC_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YU_MYC_TARGETS_DN ABCA1 ACP5 ARHGAP45 ARHGEF1 ARID3B BLK BTG1 CD1D CD2 CD37 CD74 CMAHP CTSH DGKA ERO1B EVL GAD1 GBP4 GDI1 GGA2 GNS GUCD1 HLA-A HLA-DMA HLA-DMB HLA-DOB HLA-DQA1 HLA-DQB1 HLA-DRB5 IFI16 IGHD IGKV4-1 IGLV4-69 IL10RA IL4I1 KLF2 KLF3 LIFR LTB MACF1 MAP4K2 MGST1 MS4A1 MYO7A OLFM1 PLD4 PRKCB PTPRC PYGM RAG1 RBMS1 RGL2 SIPA1 SPIB SRPK3 SSPN TXNDC16 UNC93B1 WFDC21P ZCCHC7 YU_MYC_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YU_MYC_TARGETS_UP ANLN ASPM AURKA BIRC5 BRCA2 BUB1 CCNB1 CCNB2 CDK1 CDKN3 CKS1B CKS2 CLIC4 DCTPP1 DTL E2F8 ECT2 FAM136A FDPS GMNN GSDME HMGB2 HMGN2 HNRNPLL IDI1 KIF20A KPNA2 MKI67 NUDCD2 NUP54 PCLAF PCNA PLK1 RACGAP1 RRM1 STRAP TFDP1 TOP2A TSPAN4 TXN UBE2S UCHL5 YBX3 ZAIDI_OSTEOBLAST_TRANSCRIPTION_FACTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZAIDI_OSTEOBLAST_TRANSCRIPTION_FACTORS ATF4 CTNNB1 DLX3 DLX5 FOS FOSL2 JUN JUND MSX1 MSX2 NFATC1 RUNX2 SP7 TXLNG ZAMORA_NOS2_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZAMORA_NOS2_TARGETS_DN ACTB ACTN4 AKR1C4 ALOX5AP AP1B1 APOB APP ATP1A1 ATP5F1D ATP6V0C AZGP1 CACNB3 CAPNS1 CD151 CD36 CD81 CFH CP CTSZ CYP7A1 DDB1 DYNC1H1 EEF1A1 EEF2 EFS EIF2S2 EIF3B EIF4G3 EIF5A F12 FABP1 FDX1 FKBP3 FTL FZD4 G3BP2 GALK1 GCLM GNB2 HP HPN HSPB8 IFNAR2 JUP LONP1 MAN2A1 MAP2K2 MGAT1 MYH9 MYL2 NFIA PCYT1A PDIA3 PDIA4 PEA15 PPP1CA PPP2R1A PRPSAP1 RABAC1 RARS1 RIPK1 RRAS SARS1 SCN1B SERPINC1 SERPING1 SLC6A13 SLC6A8 SORD SOX17 SOX4 SSC4D STARD10 STAT3 TNNI3 TSPAN4 UBC UGT2B28 VDAC1 VWF YWHAQ ZFP36L1 ZAMORA_NOS2_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZAMORA_NOS2_TARGETS_UP ACLY ACTG1 ADM APRT ATP6V1C1 CCNE1 CDK2 CDK7 CSN3 CSRP1 DNAJB1 EED EEF1B2 EIF4E2 FEN1 GH1 GTF2F1 H2AZ1 HMGB2 HMOX1 HSPA8 HSPH1 IER2 IFRD1 IL1RN KRT19 LIG1 MCM2 MCM4 MCM5 MCM6 NELFE NGF PABPC4 PCNA PCSK7 PDCD2 PICK1 PNP POLR1D PPA1 PTPN14 RAC1 RACK1 RAN RBBP7 RPSA RRM1 SMAD2 SMS SNORA33 SRM STAM SUPT4H1 TYMS YWHAH ZNF780A ZEILSTRA_CD44_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZEILSTRA_CD44_TARGETS_DN BAK1 CASP1 CFLAR DAXX NAIP PARN SERPINB9 TNFRSF12A TNFRSF17 ZEILSTRA_CD44_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZEILSTRA_CD44_TARGETS_UP AGT BCL2A1 BOK CAPN2 HTRA1 RELT TNFRSF14 TNFRSF21 ZERBINI_RESPONSE_TO_SULINDAC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZERBINI_RESPONSE_TO_SULINDAC_DN CCNB1 CCNB1IP1 CCNB2 CDC25C CDK1 CDKN1A ZERBINI_RESPONSE_TO_SULINDAC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZERBINI_RESPONSE_TO_SULINDAC_UP ATF3 CEBPB CEBPG CXCL8 FOXO3 GADD45A IL24 IL6 PAK2 ZHANG_ADIPOGENESIS_BY_BMP7 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHANG_ADIPOGENESIS_BY_BMP7 AKT1 AKT2 GRB10 GRB14 GRB2 HRAS IRS1 MAP3K5 MAPK3 MYO1C PIK3C2A PIK3R1 SGK1 SH2B2 ZHANG_ANTIVIRAL_RESPONSE_TO_RIBAVIRIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHANG_ANTIVIRAL_RESPONSE_TO_RIBAVIRIN_DN AADAC AHR ARL4A ATP2B1 AXL CAV2 CCL3 CCL4 CDC14A CENPC CFLAR CXCR3 CYP1B1 DUSP10 FGF2 FOXO3 GATA3 GEM IFNB1 IL15 IL2RG IRF5 ITPR3 JUN MAP4K5 NCF2 PLK2 PPP1R3C PPP3CC PTGER2 RALGDS RANGAP1 RAPGEF3 RGS20 RRAS2 SERPINE1 SMAD1 SOCS2 TFDP1 TNFRSF9 TUBA4A TUBB2A UBE2D3 VEGFC ZFHX3 ZHANG_ANTIVIRAL_RESPONSE_TO_RIBAVIRIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHANG_ANTIVIRAL_RESPONSE_TO_RIBAVIRIN_UP ALDH2 APOL1 ASS1 C1R C1S CD81 CD99 CFH FGA GJA1 GPX2 HSPA1B IFI27 IFI6 IFITM1 IFITM3 IRF7 KLK10 MDK MX1 MYH11 PDLIM1 PIM2 SOX9 STAT1 TFDP1 TIAL1 VTN ZHANG_BREAST_CANCER_PROGENITORS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHANG_BREAST_CANCER_PROGENITORS_DN A2M ACAD11 AEBP1 ALDH18A1 ANAPC5 ANKHD1 ANTKMT ANXA9 APH1A ARHGDIA ARMC8 ARRDC1 ATP5IF1 BANF1 BCAP31 BPHL BSCL2 C17orf100 C1orf122 C4orf54 CACHD1 CACNG7 CAST CCDC124 CCDC93 CDK5RAP3 CEACAM1 CGRRF1 CNDP2 COL1A1 COMMD5 COPG1 CPD CRYZL1 CSF1 CSF1R CSNK1D CXCL13 CXCL16 DAG1 DCAF6 DDR2 DESI1 DNAJC13 DNPEP EIF4E3 EYA3 FNDC3A FTH1 GALNT1 GFPT2 GLCCI1 GTF2H5 GYG1 GZMA H4C9 HCK HDAC11 HELLS HPS1 HSP90B1 IFI16 IFI27 IL18 JMY KIF23 KLHL25 LAMA5 LMNB1 MDFIC MFSD5 MMP3 MTMR11 MXD4 NFKBIZ NPRL3 NRIP2 NXPH3 OSBP PAPOLA PCMTD1 PFKFB4 PLOD3 PMP22 POFUT2 POLR3K PPL PPP1R13L PPP1R2 PRKCD PRPF39 PTGR2 PTPRB RAMAC RANBP1 RBM5 RENO1 REXO4 RGS10 RNF166 RORA RSPH3 S100A1 SAP18 SCNN1A SEC61A2 SEMA7A SENP6 SETMAR SF3B4 SOCS3 SOX10 SPATA5 SPECC1L SPRY4 SRR SRSF2 STAP2 STC1 SYNJ1 TAC1 TACSTD2 TAPBP TIRAP TLE4 TNFAIP2 TRMT13 TRPC4AP TSHZ3 UGCG UGT1A10 UQCRH VAT1 WSB2 ZC3H11A ZEB1 ZNF18 ZNF398 ZNRD2 ZHANG_BREAST_CANCER_PROGENITORS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHANG_BREAST_CANCER_PROGENITORS_UP ABHD13 ACAT2 ACSL3 ACTL6A ACTR3B ACTR6 ACYP1 ADAMTS20 ADGRL3 ADH5 ADK AEBP2 AHCY AHR AJUBA AKAP9 ALG13 ANAPC1 ANKLE2 ANKRD26 ANLN ANP32E AP1S3 APPBP2 ARAP2 ARL6IP6 ARMC10 ARNT2 ARPP19 ASXL1 ATAD1 ATAD2 ATR ATXN1 AURKA AUTS2 AZIN1 BBIP1 BCAP29 BCL11A BCL2 BCLAF3 BET1 BMI1 BRCA1 BRD7 BUB1 BUB1B C11orf54 C1D C1orf112 C1orf131 C1orf74 C21orf91 CA12 CALM2 CAPRIN1 CAPZA2 CASP8AP2 CAV2 CCDC90B CCNA2 CD24 CD2AP CD38 CDC25A CDC40 CDC6 CDC73 CDCA7 CDCA8 CDKL5 CENPF CEP164 CEP192 CEP43 CEP55 CETN3 CFAP97 CHCHD4 CHEK1 CHMP1B2P CLDN12 CNOT6 COL25A1 COL4A5 CPSF6 CRLS1 CRYZ CSTF2 CTCF CTDSPL2 CTH CTNND2 CTTNBP2 DBF4 DCK DDR1 DEPDC1 DLAT DNAJA1 DNAJC9 DPY30 DSG2 DUSP11 E2F7 ECT2 EDAR EDARADD EFCAB7 EFTUD2 EID1 EIF4B EIF4H EMID1 ENPP3 EPS8 ERCC6L2 ERI2 ESCO2 ETFRF1 EWSR1 EZH2 FAM13B FAM199X FAM76B FARSB FGFR1OP2 FH FIGNL1 G3BP2 GEMIN6 GLRB GMNN GPM6B GPSM2 GRHL2 GSDME GTF2H2 GTPBP10 H2AZ1 HACE1 HARS1 HAT1 HELLS HMGB2 HNRNPA2B1 HNRNPA3 HNRNPDL HNRNPLL HNRNPU HOOK1 HUS1 IDH3A IFT81 IFTAP IK ILF3 IMMP1L ING3 INTS2 IPO8 ITGA2 ITGA6 JADE1 KANSL1L KBTBD8 KCTD15 KIF16B KIF2C KITLG LAMTOR5 LCORL LMBRD2 LRBA LRRC40 LSM5 LSM7 LZTFL1 MAP7D2 MARCHF6 MATR3 MBNL3 MCM2 MDH1 MED6 MELK MET METTL9 MIS18BP1 MLLT3 MME MOB4 MOXD1 MPHOSPH8 MPZL1 MRPS18C MRPS31 MRPS33 MTDH MTHFD1 MYB N4BP2 NAE1 NAF1 NANP NCAPD2 NCAPD3 NCAPG NCBP1 NDUFA4 NDUFC1 NDUFC2 NDUFS4 NEK1 NEO1 NFIA NFU1 NFYB NME7 NOL4L NRAS NUDCD1 NUP107 NUP155 NUP85 NVL ORC5 OXCT1 PABPC4L PACSIN2 PAICS PAIP2 PANK1 PARK7 PARP1 PATZ1 PAXBP1 PBK PCDH18 PCMTD2 PCYOX1 PDK1 PDS5B PDZD8 PEX7 PFN2 PHB2 PHF14 PHF6 PIGF PIN1 PKP4 PLCB1 PLEKHB1 POLA1 POLD3 POLR1C POLR2B POLR3H POLR3K POT1 PPAT PPIP5K2 PPM1B PPP2R1A PPP4R3B PRELID3B PRIM1 PROM1 PRPS2 PRR14L PSAT1 PSPC1 PTPN14 PUS7L PWP1 RAD21 RAD51 RBAK RBBP5 RBBP8 RBL1 RBM45 RELL1 RFC1 RFX3 RIDA RIF1 RNF128 RNF44 RNF6 RNF7 RNMT RPA1 RPA3 RPE RPL15 RPRD2 RPS3 RPS6KA6 RRAGD RRM2 SAP30 SBNO1 SEC22C SEMA5A SERBP1 SERTAD4 SESN3 SETX SFPQ SGO1 SGO2 SHCBP1 SHMT1 SKA2 SKP2 SLC20A2 SLC38A1 SLC39A10 SLC7A1 SLF1 SMARCA5 SMC2 SMC4 SMCHD1 SMIM15 SMNDC1 SNAPIN SNRPB2 SNX5 SPIN1 SRSF10 SRSF3 SSB SSBP1 ST6GAL1 STARD7 STK26 STMN1 STRAP STRBP STXBP6 SUCLA2 SYDE2 SYNCRIP TAF1D TAF2 TASP1 TAX1BP1 TCEA1 TCEANC TFRC TGFA TIMM17A TIMM21 TMEM117 TMEM209 TMEM230 TMEM33 TMPO TMTC4 TNIK TOMM70 TOP2A TOPBP1 TP53BP1 TP63 TRAPPC10 TRAPPC2 TRDMT1 TRIM37 TRIM59 TRIP13 TRMT11 TRMT6 TRPM3 TRPS1 TRRAP TSPAN13 TSPAN2 TTC3 TTC9C TTF2 TULP3 UBA2 UBA3 UBE2B UBE2D2 UBLCP1 UCHL5 UGDH UHRF1 UNG USP1 USP34 UTP15 VBP1 VDAC1 VDAC3 VPS26B VPS54 WDR11 WDR3 WDR75 WEE1 WIF1 XPO1 XRCC5 YWHAB YWHAQ ZBTB44 ZC3HAV1L ZCCHC8 ZFAND4 ZFAND6 ZIK1 ZNF148 ZNF17 ZNF22 ZNF239 ZNF24 ZNF317 ZNF362 ZNF367 ZNF532 ZNF544 ZNF665 ZNF700 ZNF770 ZNF846 ZRANB2 ZHANG_GATA6_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHANG_GATA6_TARGETS_DN ABCA3 ACKR2 ADCY7 AIF1L AKAP5 ALAD ANO1 ARHGAP45 BSPRY CAMK2B CAVIN2 CHST11 CLDN18 COL4A3 COL4A4 CPM CTSB DCBLD1 DHCR7 DUSP7 EGFR EIF5A2 FABP5 FDPS FZD2 GALNT14 GIPC2 IDI1 INSIG1 KCNJ15 LAMA3 LAMP3 LDLR MATN4 MSMO1 MUC1 MVD PARP3 PCBP3 PHACTR1 PPID RAB27A RERG RHOF SEMA3A SLC35E3 SLC52A2 SLC7A7 SLCO3A1 SLCO4C1 SOAT1 SPOCK2 SREBF2 TEAD4 TEKT5 THBS3 TMEM108 TMOD1 TRPM6 TSPAN11 TSPAN8 TUBA8 TXNRD3 ZHANG_GATA6_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHANG_GATA6_TARGETS_UP AOX3P AQP4 ARSK CD36 DSC2 EMB FABP4 FUT9 GALNT13 GSTO1 MAOB METTL7A MPZL2 POF1B RPL17 TESC ZHANG_INTERFERON_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHANG_INTERFERON_RESPONSE IFI16 IFI27 IFI30 IFI44 IFIT2 IFITM1 IFITM3 IFITM3P7 IFNB1 IFRD1 IRF1 IRF3 IRF9 ISG15 ISG20 MX1 MX2 OAS1 OAS2 OAS3 OASL RTP4 SP110 STAT1 ZHANG_PROLIFERATING_VS_QUIESCENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHANG_PROLIFERATING_VS_QUIESCENT AXL BAX CASP3 CASP4 CCN2 CCNB1 CCND1 CCND2 CCNG2 CDH2 CXCL2 CXCL8 DAD1 DDIT3 DYNLL1 ELOC GADD45A GNAS GPI GPX1 GRB2 GSTM1 GSTP1 HSP90AA1 HSPB1 IGFBP2 ITGA5 ITGA6 ITGAV ITGB3 JUN MAP3K11 MARCKSL1 MCAM MDM2 NDUFB7 NME2 PLAUR PRDX2 PTMA RAD23B RELA RHOA RPL6 RPS19 SKI TEK TIE1 TMSB10 ZHANG_RESPONSE_TO_CANTHARIDIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHANG_RESPONSE_TO_CANTHARIDIN_DN ABCA3 ABCC4 ATP5MC2 ATP5MC3 CDK4 COX4I1 CTPS1 EEF1D EIF3B EML2 ERCC2 FABP5 FANCG FARSA FARSB GTF2H4 GTF3A HADHA HARS2 HNRNPC IDH3A MCM7 MRPL3 MTHFD1 MYB MYC NDUFB2 NDUFB6 NDUFS3 NOP16 NOP56 PA2G4 PFKL PGAM1 PIK3CA POLD2 POLR2H PRIM1 QDPR RFC5 RHOC RPL15 RPL29 RPL4 RPS14 RPSA RRM1 RRM2 RUVBL2 SLC25A6 SLC27A2 SLK SNRPA SNRPA1 SNRPC SNRPD1 SUPT16H TIMM17B TIMM23 TKT TRAP1 TUBB7P TUBG1 UQCRH ZFYVE26 ZNF200 ZNRD2 ZHANG_RESPONSE_TO_CANTHARIDIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHANG_RESPONSE_TO_CANTHARIDIN_UP BCL10 BTG2 FPR1 IPCEF1 LITAF NAMPT NFE2L1 NFE2L2 NFIC NFIL3 PMAIP1 PPP1R16B TRAF3 TRIM13 ZFX ZHANG_RESPONSE_TO_IKK_INHIBITOR_AND_TNF_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHANG_RESPONSE_TO_IKK_INHIBITOR_AND_TNF_DN ABHD10 ADAMTS1 ADAMTS15 ANAPC10 ARID1A ARRDC3 ATF2 AUTS2 B3GALNT1 BCOR BDNF C17orf58 C1GALT1 C2orf74-DT C4orf19 CCDC51 CCNE2 CEP170 CEP44 CEP85 CSTF2T DAAM1 DACH1 DAPK1 DCLRE1A DDX11 DLEU1 DLG3 DNMT3B DPH5-DT DTL DYNC2I1 E2F2 EBF3 EFCAB7 EPB41L1 ERF FAM83C FBXL16 FDX1 GCNT1 GGA2 GIT2 GPCPD1 GPR39 GRHL2 HOXA10 HOXB7 IFFO2 ITFG1 KANK1 KBTBD6 KCTD15 KCTD3 L3MBTL2 LFNG LGR4 LRRC17 MAP3K5 MCM10 MN1 MPHOSPH9 MSH6 MTRFR MTUS1 NADK2 NDUFV3 NFIA NR2F2 NUMA1 ORC1 PDXP PHLPP1 PTHLH RAB11FIP2 RASL11B RBL1 RFC4 RFX7 RHOB RHOBTB2 RTN4IP1 SEPTIN7 SIM2 SLITRK6 SMAD6 SMC3 SRGAP3 SSX2IP SYTL5 TACC2 THBS1 THUMPD3 TMEM131L TMEM17 TMEM201 TMEM53 TPRG1 USP1 WDHD1 ZIC2 ZNF362 ZNF367 ZNF395 ZNF451 ZNRF3 ZHANG_RESPONSE_TO_IKK_INHIBITOR_AND_TNF_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHANG_RESPONSE_TO_IKK_INHIBITOR_AND_TNF_UP ABCA12 ABTB2 AMOTL2 ANKRD12 ANKRD22 ANKRD33B ARHGAP42 ARL14 ATF3 B3GNT5 B4GALT5 BAZ1A BCL2A1 BCL3 BID BIRC2 BIRC3 BMP2 BTG1 BTG2 BTN2A1 C15orf39 C15orf48 C1orf74 C3orf52 CCL20 CCL5 CCN3 CCNG2 CD83 CDC42EP4 CDKN1A CEBPB CHST15 CITED4 CLDN1 CLDN18 CLIP4 CLN5 CMPK2 CSRNP2 CXCL1 CXCL10 CXCL16 CXCL2 CXCL3 CXCL8 CYTH1 DAPP1 DDIT4 DDX52 DNAJB6 DNAJC3 DOCK4 DRAM1 DSE DUSP16 EDN1 EFNA1 EHD1 ELOVL7 ERN1 ETS1 FAM83B FRMD4B G0S2 GBP3 GCH1 GCLC GLS GPR132 GRAMD2B GRHL3 GSAP HBEGF HCAR3 HDAC9 HELZ2 HERPUD1 HIVEP1 ICAM1 IFIH1 IFIT1 IFIT3 IFNGR1 IFNGR2 IFNL1 IGFL1 IL15 IL1A IL1B IL1R2 IL1RN IL23A IL32 IL36G IL4I1 IL7R INF2 INHBA IRAK2 IRF1 IRF6 IRF9 ISG20 ITGB8 KDM2A KDM7A KLF6 KRT6B KYNU LACC1 LAMA2 LAMB3 LIF LPAR6 LYN LYPD3 MAFF MAP2K3 MARCKSL1 MAST4 MFHAS1 MMP10 MMP13 MXD1 N4BP1 NAV3 NCK1 NCOA7 NEDD4L NFAT5 NFKB1 NFKB2 NFKBIA NFKBIE NFKBIZ NINJ1 NUAK2 NUB1 OAF OASL OCLNP1 OLR1 PAG1 PAOX PELI1 PI3 PLAU PLAUR PNRC1 PPARD PSEN1 PTAFR PTX3 RAB11FIP1 RAB24 RAB3IP RASSF10 RCAN1 RELB RFX5 RHOF RIGI RIPK2 RNF19B RTKN RWDD1 SAMD4A SDC4 SEMA4C SEMA7A SERPINB1 SERPINB9 SGK1 SGPP2 SLC2A6 SLC52A3 SLC7A2 SLCO3A1 SLFN5 SMAD3 SNX9 SOCS3 SPRR1A SPRR2A SPRR2C SPRR3 SPSB1 SQSTM1 STARD5 STYK1 TAF4B TANK TAP1 TCIM TIAM2 TLE4 TLR2 TM4SF1 TMCC3 TMEM171 TMEM265 TNFAIP2 TNFAIP3 TNFAIP6 TNFAIP8 TNFRSF10B TNFRSF10D TNFRSF9 TNFSF10 TNIP1 TNIP2 TRAF1 TRIM15 TRIM38 TUBB2A USP18 ZC3H12A ZC3H12C ZNF165 ZNF697 ZNFX1 ZHANG_TARGETS_OF_EWSR1_FLI1_FUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHANG_TARGETS_OF_EWSR1_FLI1_FUSION ADO AK4 ARHGEF1 ATF5 ATP1A1 CAV1 CAV2 CCK CCND1 CD1E CD79A CD99 CDH11 CDK14 CEBPB CES1 CHN2 CITED2 CRIP2 CSNK1E CSPG5 CSRP1 DAPK1 DPYSL2 EGR2 FADS1 FCGRT FNBP1 FOS G0S2 GABARAPL1 GLCE GLG1 GPSM3 GRK5 GYG2 HES1 HIPK1 HLA-E HOXD9 ID2 IFITM1 IGFBP4 IL1RAP IPO13 JAK1 KDSR KYAT1 LY96 MAN2A2 MAPT ME1 MSX1 MYC MYO10 NELL2 NPTXR OLFM1 PFKP PPFIA3 PRKCB PSEN1 RAP1GAP RCOR1 RHOH RNF113A RUNX3 SEL1L3 SH2B3 SIRPA SLC17A7 SLC1A4 SMARCC1 SORD ST6GAL1 STARD13 STAT6 STEAP1 SYT1 TRIM2 UAP1 UBXN7 VWA5A WDR47 WNT5A XPNPEP1 ZDHHC3 ZHAN_EARLY_DIFFERENTIATION_GENES_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHAN_EARLY_DIFFERENTIATION_GENES_DN ABCD3 BLK CCNF CCNG2 CD1C CD1D CDC20 CIITA CSTF2 CXCR5 EED EGR3 ELF1 ETS1 FOXM1 GBP1 HADHA HRAS ID3 IL4R ITSN2 LIG1 LMNB1 LTB MKNK1 MSH2 MYC OGG1 RAE1 REL RHOG RHOH RPA1 RUNX3 SLC7A6 SNRPC SPI1 SPIB TERF2 TNF TRAF5 VCL ZHAN_EARLY_DIFFERENTIATION_GENES_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHAN_EARLY_DIFFERENTIATION_GENES_UP BMI1 CASP10 HSPA13 IRF4 ITGA6 PECAM1 XBP1 ZHAN_LATE_DIFFERENTIATION_GENES_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHAN_LATE_DIFFERENTIATION_GENES_DN ADA BCL6 BIK BORCS8-MEF2B CKS2 EPHX1 GPR183 IRAG2 KLK1 LCK MARCKSL1 MYBL1 PKM RHOH SORL1 SYK TCEA1 ZHAN_LATE_DIFFERENTIATION_GENES_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHAN_LATE_DIFFERENTIATION_GENES_UP ACAT1 AMPD1 ARPC1A ATOX1 BCL2 BMI1 BMP6 CAPN2 CAV1 CAV2 CCR2 DUSP5 DYNLT3 EMP3 FHL1 HDLBP HEXB IGF1 ITGA4 JAG1 MCFD2 P4HA1 PAM PECAM1 PIP5K1B PPT1 RHEBP1 S100A6 SELPLG SLC39A6 SRSF7 TSPAN3 XK ZHAN_MULTIPLE_MYELOMA_CD1_AND_CD2_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHAN_MULTIPLE_MYELOMA_CD1_AND_CD2_DN ABHD2 ADAM10 ANP32A APPL1 ARHGEF3 BMPR1A C11orf96 C19orf12 CAMSAP2 CARNMT1 CCNE1 CDK6 CLTB CSF2RB CSK DMRT2 DMXL2 DTWD1 EID1 ELOVL4 ELOVL5 FAM162A GDPD1 GLCE GSTO1 H2AC18 H2AC6 HOXB7 IFNGR1 IL6R ITM2C LDLRAD4 LINC00342 MRPS24 MSANTD3 MYC NCF4 OCLN P2RX5 PKIG PPARGC1B PRR15 RASGRP1 RASSF5 RNF130 RPH3A SEMA4B SERPINI1 TAP2 TCF4 TLE3 TMED3 UBE2B UQCRB ZC3HAV1 ZHAN_MULTIPLE_MYELOMA_CD1_AND_CD2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHAN_MULTIPLE_MYELOMA_CD1_AND_CD2_UP ACSL1 ACTR3 AHCYL1 AKR7A2 ALDH2 ALDH6A1 ALOX5AP ANAPC16 APOLD1 ARHGAP18 ATG14 ATP2B1 B3GALT6 BANK1 BNIP3L BORCS8-MEF2B BTG1 C1orf52 CASK CBLB CHPT1 CLCC1 CNOT7 CPEB3 DCK DLEU2 EDRF1 ENSG00000291107 ERO1B FADS3 FAM120C FCER2 FERMT2 GCH1 GPR155 GPR88 IL10RA IP6K1 JMJD8 KAT6B KCNJ3 KCNMB2 KIF21A KLHL28 LEPROT LIN52 MACROD2 MAGEF1 MAN1C1 MATN1-AS1 MCPH1 MDK MED30 MED6 METTL25 NASP NSD3 NUDT21 P2RX1 PAN2 PARVG PATZ1 PGM3 PHTF1 PLD4 PMS1 PNMA1 PRMT6 QKI RASSF3 RBL1 RBL2 RFC1 RTL6 SELENOF SGK3 SIVA1 SLC17A9 SLC38A2 SLC8A1 SMARCA5 SPAG16 STAM2 TBCK TBL1X TMSB4X TNFRSF18 TNKS TOGARAM1 TP73-AS1 WAC ZFP90 ZNF320 ZNF84 ZHAN_MULTIPLE_MYELOMA_CD1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHAN_MULTIPLE_MYELOMA_CD1_DN ABHD6 ADAM19 ATP6AP1 BCL2L1 BHLHE41 C1orf115 CCDC125 CD46 CD59 CLIC2 CMTM4 CNTN4 CPEB4 CPNE5 CXXC5 DOK3 ECHDC2 F11R FLI1 FUT8 GATM GRAMD2B HES1 ITPR3 KIAA0040 LAX1 LINC00582 MINDY2 NOTCH2 PRKCD PRKD3 RAB3B RAB3IP SCAMP5 SIK1 SLCO5A1 SLCO5A1-AS1 SLFN11 SMURF1 SPINT1 ST6GAL1 STARD5 TNS3 TRAM2 UCP2 UGCG UNC93B1 ZHAN_MULTIPLE_MYELOMA_CD1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHAN_MULTIPLE_MYELOMA_CD1_UP ADRB1 ALPK2 ASB2 ATF5 BATF3 BGLAP CEBPB CLEC2D CSTA CTH EIF4EBP1 ERN1 FYN G0S2 GPR63 GPT2 HADH INHBE ITGAL KLHL4 MFAP4 MTG1 NID2 NSUN7 PCDH20 PCK2 PHGDH PPP2R5E PTGER2 RAB31 RAB33A RBP1 RTL5 SESN2 SLC7A11 STC2 SYTL1 TBC1D16 TM6SF1 TMC6 TMC8 TOX2 TRIB3 VPS37A XPOT ZNF70 ZHAN_MULTIPLE_MYELOMA_CD1_VS_CD2_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHAN_MULTIPLE_MYELOMA_CD1_VS_CD2_DN BCL11A BLNK C2orf76 CD1D CD27 CORO1C CPQ CSNK1G3 CXCR4 DENND5B DUS2 ENO2 GM2A GPR160 KLHL14 LAMA5 LAPTM4B LRRK2-DT MGAT3 NAV2 NEK6 NME4 OSBPL10 PIK3AP1 PLPP3 PNOC PRDM5 PRKCA PRKCB RAB3B RAPGEF5 RASSF6 RGCC RNGTT RYK SBF2 SC5D SEC62 SINHCAF SLFN11 SORT1 SPINT2 ST6GAL1 STAP1 STXBP6 TAFA5 TBC1D1 TLK1 TMTC2 TNFRSF13C TNS3 UBE2D2 ZNF215 ZHAN_MULTIPLE_MYELOMA_CD1_VS_CD2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHAN_MULTIPLE_MYELOMA_CD1_VS_CD2_UP ADRB1 ALDH1L2 ARMCX1 ASB2 ASNS ASS1 ATF5 CEBPB CEBPG CORO1A CPNE8 DCC DMGDH DNAJC12 EIF4EBP1 ERN1 FAM106A G0S2 GALNT3 GPR63 GPT2 HADH HS3ST3B1 IFI27L1 INHBE ITGAL ITPRIPL2 KCNK12 KIF21B KLF4 KLHL4 LAMP5 LINC00900 LURAP1L MAP1B MIA2 MTHFD2 NIBAN1 NID2 NPAS3 P2RX7 PCDH18 PCDH20 PCK2 PHGDH RAB31 RAB33A RBP1 RTL5 RTN3 SESN2 SETD7 SLA SLC7A11 SLC7A5 STC2 STING1 STOM TBC1D16 TM6SF1 TMC8 TPBG TRAF3IP3 TRIB3 VLDLR VMP1 WARS1 WFDC2 XPOT ZHAN_MULTIPLE_MYELOMA_CD2_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHAN_MULTIPLE_MYELOMA_CD2_DN ANXA2 AVEN BOP1 BZW2 C1orf53 CHAC2 CR2 FABP5 FAM171A1 FASN GART GJB2 GPR37 GPRC5D H1-2 HK2 HMGA1 HSPA4L JAK3 JPT1 LATS2 LDHA MB21D2 MCC MFNG MREG MRPS30 MSRB3 NEDD4 NFIA OSBPL3 PAQR6 PFKFB2 PLAAT3 POGLUT1 POLR2H POLR3G PPA1 PRICKLE2 RRAGD SORD TDO2 THEM4 TXN UCK2 USP45 ZNF593 ZHAN_MULTIPLE_MYELOMA_CD2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHAN_MULTIPLE_MYELOMA_CD2_UP ADSS1 APLP2 ATP2B1-AS1 B3GALNT1 BEND5 CD27 CD79A CNPPD1 CNR1 DHTKD1 DTX1 DUSP22 DYRK2 FCRLB ITPKB LAMA2 LINC02397 LRRK2-DT MARCKS METRNL MS4A1 NAGK NF1 PAX5 PDZRN4 PHLPP2 PIK3AP1 PLPP3 PLXNB2 PNOC PRDM5 PTPRJ RCBTB2 RERE RGS13 RNGTT SDC2 SLC8A1 SORT1 SPAG4 SRC TGIF1 TNFRSF13C TNFSF8 TRAF5 VPREB3 ZNF395 ZNF608 ZHAN_MULTIPLE_MYELOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHAN_MULTIPLE_MYELOMA_DN A2M AIF1 ALDH1A1 APOC1 APOE CD24 CD27 CD72 CD99 CEBPD COL1A2 CTSH CXCL12 DEFA1 DPYSL2 ELANE GLDC GP5 HHEX HNMT IGF2BP3 ITGA2B ITGB2 LCN2 LIPA LST1 LYZ MRC1 MSX1 PF4 PF4V1 PLA2G7 PRKAR2B PYGL RNASE6 S100A12 S100A9 SMPDL3A SYK TCF7 VCAM1 WNT10B ZHAN_MULTIPLE_MYELOMA_HP_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHAN_MULTIPLE_MYELOMA_HP_DN AGA AP1S2 APBB1IP CALHM2 CCDC167 CD52 CD86 CKS1B CST3 DEK DEPTOR DNAJC12 DOCK11 DPM3 EIF4EBP2 GAREM1 GBA1 IL27RA IRF2BP2 ITGB8-AS1 KCNN3 LHPP MSTO1 MYO1B NANOS1 NES NTAN1 OPN3 PDIA6 PKIA PLP2 PRSS16 RAPH1 RBMS1 S100A4 SGPL1 ST3GAL1 TAGLN2 TBCE TCFL5 TIMP1 TMBIM6 TMEM107 TP53BP2 TPGS2 TSEN15 WARS1 ZHAN_MULTIPLE_MYELOMA_HP_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHAN_MULTIPLE_MYELOMA_HP_UP AMIGO2 ATP5MG CCDC85A CCR5 CCRL2 CDV3 CNTN5 CSNK1G3 DELE1 EIF3F ELOVL7 EPB41L4A-AS1 EPHB1 F2R FCHSD2 FLI1 FRZB GBA3 GNG11 GTF2F2 IPO7 ISL2 LAG3 LAMP3 NOP53 OAS2 PAK1 PIP5K1B POLR1D RBM4 RC3H2 RIGI RPL13A RPL37 RPL7AP10 RPS17P5 RSAD2 SCAMP1-AS1 SCAPER SCYL2 SEMA4D SIDT1 SNHG7 SNORD22 THG1L TNFSF10 TRABD2A VPS51 XRCC4 ZFAS1 ZHAN_MULTIPLE_MYELOMA_LB_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHAN_MULTIPLE_MYELOMA_LB_DN AKNA BASP1 CAP1 CASP4 CASP4LP CCR2 CKLF DDX60 DUSP6 GTPBP1 H3C4 HIF1A IFI27 IFI35 IFI6 IFIT5 IRF1 LINC00869 LY6E LYSMD2 MAN1C1 MX2 PARP8 PSMB10 PTPRCAP RSAD2 RTP4 SEPHS1 SMAD1 STAT1 STAT2 TACC1 TMEM255A TRAF5 USP18 WIPF1 XAF1 ZC3H12C ZMIZ1 ZNF818P ZHAN_MULTIPLE_MYELOMA_LB_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHAN_MULTIPLE_MYELOMA_LB_UP ADAM22 ADTRP ARID5B ARNT2 ASXL2 BIK BOC C1orf226 CACNB3 CFLAR CGREF1 COL9A2 COPZ2 CSF2RB CYBRD1 EDN1 FLNB HES5 HRK ITGB1 IZUMO4 KCNJ11 LINC01088 LYPD6B MAP4K3 MAST4 MATCAP2 MBD2 NAMPT NTHL1 P2RX5 PARP15 PCGF5 PECAM1 PHACTR3 PLEKHA7 PLS1 PLXNA1 PPP1R14A RASGRP1 RELL1 SAMD3 SCUBE1 SLC39A6 SMAP2 SRGAP2 USP53 ZHAN_MULTIPLE_MYELOMA_MF_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHAN_MULTIPLE_MYELOMA_MF_DN AIG1 ALDH2 AMIGO2 ANKRD36BP2 APH1B ARMC2 BRSK1 CAMK1D CCDC110 CHST11 CREB3L2 DKK1 DOCK9 ENAH ENSG00000279249 ESRRG FAM3C GLCCI1 GPLD1 ITSN1 KLHL42 MOB1B MOXD1 MTDH NRG3 PDZRN4 PRKCA PTCH1 RAD17 RAPGEF2 RGCC SCAPER SEC62 SLC12A8 SLC22A15 STRBP STXBP6 SYNGR1 TMEM170B TMEM52B TNFAIP8 TRANK1 ZNF275 ZHAN_MULTIPLE_MYELOMA_MF_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHAN_MULTIPLE_MYELOMA_MF_UP ABHD12 ABLIM1 AGMAT APOBEC3A ARHGAP6 ARID5A ARPC1B ATP13A2 CCDC86 CD109 CDH1 CEBPD COTL1 CX3CR1 CXCL12 DEFB4A DOCK4 DPYSL2 FAM174B GPM6B GREB1 ITGB7 LCP2 MCTP1 MFAP2 MGAT5 NMU NTRK2 NUAK1 PEBP1 PYGB RASSF4 RNASE6 SETBP1-DT SFRP2 SHMT1 SLC25A20 SMARCA1 SPP1 SYNDIG1 TLR4 TMEM255A TMEM37 TMPRSS15 TRIM47 TUBB2B TYMP WHRN ZHAN_MULTIPLE_MYELOMA_MS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHAN_MULTIPLE_MYELOMA_MS_DN ANKRD49 APOL1 ARHGAP42 ARHGEF12 CHD2 CHD7 CLTA DHPS DPP7 EIF3J-DT FAM133A GPALPP1 HIKESHI ICAM4 ISL2 LETMD1 MAGEC1 MOB3A MRPS31 MSANTD4 MTURN NAPRT NMRAL1 NPAT OAS3 PAX5 PIF1 POLR1D PRDM5 RHOA RHOBTB3 RPS2 SEPTIN9 SLC16A6 SLC35D2 SLC35F2 SPIN3 STK24 TAF1D TKT TLR10 TMEM123 TMEM126A ZBTB26 ZDHHC14 ZHAN_MULTIPLE_MYELOMA_MS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHAN_MULTIPLE_MYELOMA_MS_UP AGAP1 BACE2 BEND7 BEX3 CDYL2 CLEC11A CLGN CLIC6 CST3 DSEL DSG2 DTNA FAM171A1 FGFR3 FZD2 FZD8 JAM3 KLHL13 LARP6 LOC105376805 LRP12 MAGI1 MARK1 MITF MYO10 MYRIP NAP1L3 NRIP1 NSD2 PALLD PBX1 PCSK5 PPM1H RAI2 RMST RNF32 RUNDC3B SERPINE2 SLC22A17 SNTG2-AS1 SPRY2 TCEAL2 TEAD1 TMEM176A TMEM176B TRIM58 VWA5A WWC2 ZNF503 ZNF521 ZHAN_MULTIPLE_MYELOMA_PR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHAN_MULTIPLE_MYELOMA_PR_DN ALCAM ANKRD44 ARHGAP18 ARID5B BAZ2B BLNK CBX7 CNTN1 CYLD DDHD2 DPYD DUSP26 EPS15 FGD4 FGF2 GAB1 JMJD1C KAT2B MAP2 MEI1 MOB3C NLK NR3C2 PATJ PAXIP1-AS2 PCDHGC3 PHF1 PLCL1 PLPP5 PPM1K PRDM2 PWWP2B RASGRP3 RGPD5 RSBN1 SATB1 SH3GLB1 SLC7A7 SMAP2 SOCS1 SYNE2 TBC1D10C TFEB TIFA TK2 TMEM167B UBE2QL1 ZBTB20 ZHX2 ZHAN_MULTIPLE_MYELOMA_PR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHAN_MULTIPLE_MYELOMA_PR_UP ASPM AURKA BIRC5 BUB1B CCDC34 CCNB1 CCNB2 CDK1 CENPL DEPDC1B DLGAP5 DSCC1 E2F8 EZH2 FAM72C FANCI FOXM1 GAGE1 KIF14 KPNA2 MAGEA1 MAGEA3 MCM10 MPC2 NEK2 NUF2 NUSAP1 PCLAF PRC1 PRR11 RACGAP1 RFC4 RRM2 SKA1 SLC19A1 SPC24 SPC25 TOP2A TPX2 TRIP13 TSR1 TTK TYMS UBE2C UBE2T ZWILCH ZHAN_MULTIPLE_MYELOMA_SPIKED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHAN_MULTIPLE_MYELOMA_SPIKED AREG AZGP1 CCN2 CCND1 CFH CRYBB1 CST6 DSC3 DUSP2 EDNRB FBLN2 FGFR3 GALNT3 GNAT1 IFI27 IFIT3 KIAA1549L LGALS3BP LTB MAL MS4A1 NEAT1 TSPAN7 TSPY1 ZHAN_MULTIPLE_MYELOMA_SUBGROUPS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHAN_MULTIPLE_MYELOMA_SUBGROUPS ACO2 C1D CCT4 CDC6 CHAF1A CKS1B CSNK2B DFFA EIF2B1 EIF2S1 EWSR1 EZH2 FKBP1A FNTA MAZ MSH2 MTIF2 POLD2 PRIM1 PRKDC PSMD14 RANBP1 SNRPC SNRPD3 SUMO1 TMEM131 TYMS UBE2V2 UGP2 XRCC6 ZHAN_MULTIPLE_MYELOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHAN_MULTIPLE_MYELOMA_UP ABL1 ALG3 APC ARID5A ATF3 BCL7B BTF3P13 CAPN1 CARS1 CASP1 CD200 CD47 CDC34 CDKN1A COX17 COX6B1 CTSO DNASE1L1 DNMT1 ECH1 EIF3B EVI2A EWSR1 EXTL2 FARSA FOXN3 GART H1-2 H2AC8 H2BC21 H2BC6 HCP5 ILF3 KAT2A LAMC1 LSR MAPKAPK3 MASP1 MLLT3 MRPL58 MTA1 MVP NAA80 NAP1L4 NEB NKRF PFKM PHB1 PTPA PTPRK PUM3 PURA QSOX1 RBM10 RO60 SMPD1 SNHG14 SNX1 SSRP1 TSC1 UCHL1 USP4 ZNF136 ZNF76 ZHAN_V1_LATE_DIFFERENTIATION_GENES_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHAN_V1_LATE_DIFFERENTIATION_GENES_DN ADM ANP32B ARHGAP45 CKS2 CSK DDB2 DNMT1 FRZB H2AC18 H2AC8 HMGA1 MAP4K1 MRPL23 MRPS27 PTPN7 SNRPB ZHAN_V1_LATE_DIFFERENTIATION_GENES_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHAN_V1_LATE_DIFFERENTIATION_GENES_UP AMPD3 APLP2 ATP6V1B2 B4GALT1 BIRC3 CAT CST3 CXCL12 CXCR4 DEFA1 DYNLT1 FCGRT FUCA1 HSD17B8 IFNGR2 ITGA6 KIAA0513 MARCKS NAGLU NUCB2 PF4 PPBP PRCP RALY RB1 RHOA S100A4 SELENOP SPINT2 TCN2 TIAM1 TIMP2 TNFAIP3 ZHAN_V2_LATE_DIFFERENTIATION_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHAN_V2_LATE_DIFFERENTIATION_GENES AKR1B1 ATP1B3 BARD1 BIK CAPNS1 CDK7 CDKN3 CTSS DCTN6 DDX10 EIF1 EIF4A2 EIF4B EZH2 FBP1 FPGS GLB1 H2AX H2BC8 IL2RG IRAK1 IRF1 KLF6 LGALS1 NCOA4 NCSTN NFE2L2 NR3C1 OAT PCBD1 PEX5 PIP5K1B PKM PLP2 RGS16 RTF1 SARS1 SC5D SLC2A5 SLC39A14 SRSF7 TALDO1 TRAC TWF1 WTAP ZHAN_VARIABLE_EARLY_DIFFERENTIATION_GENES_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHAN_VARIABLE_EARLY_DIFFERENTIATION_GENES_DN ATIC ATP13A3 BCL7B BTF3P13 CCNB1 CCT5 CDK4 CNN2 COX17 DYRK1A ELF4 FBL FXR1 GATD3 GNAI2 HADHA MARK2 NAP1L1 NUP160 PPP3CB PSMC5 PSMD4 QARS1 RABIF SAFB SF3A3 SNX1 SRI TBCB TOPBP1 VDAC1 ZHAN_VARIABLE_EARLY_DIFFERENTIATION_GENES_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHAN_VARIABLE_EARLY_DIFFERENTIATION_GENES_UP AEBP1 ANXA2 AQP2 BCLAF1 BCR CD3E CTSL CUL7 FGL2 GNB3 HOXB2 OR1G1 PIK3R2 POU5F1 PTPRN WNT10B WWOX ZHENG_BOUND_BY_FOXP3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHENG_BOUND_BY_FOXP3 ABLIM1 ABT1 ABTB2 ACTR3 ADAM19 ADAMTS6 ADD3 ADSS2 AGGF1 AGO2 AGPAT5 AGPS AHR AIM2 AKAP13 AKR1D1 AMOT AMPH ANKH ANKRD11 ANKRD28 ANKRD44 ANKRD55 ANXA1 APBB1IP AQR ARHGAP15 ARHGAP25 ARHGAP5 ARHGEF10 ARHGEF3 ARID5B ARL4A ARL6 ASXL1 ASXL2 ATP1B3 ATP2B1 ATP6V1G3 ATP8A2 ATXN7 AXL B3GNT2 BANP BCL11B BCL2 BCL6 BEND6 BICDL1 BTBD10 BTLA BZW2 C12orf4 C15orf48 C21orf91 C2CD5 C3orf38 C4orf46 CACNB4 CADM3 CADPS CAMK4 CAST CBLB CC2D2A CCDC198 CCR7 CD200 CD200R1 CD226 CD28 CD44 CD53 CD69 CD96 CDC42SE2 CDH10 CDK17 CDK19 CDKN1B CELF2 CEP97 CHD2 CHD7 CHURC1 CIPC CITED2 CLCA1 CLEC2D CMAHP CNGA1 CNOT2 CNOT6L COBLL1 COL11A1 CORIN CPE CPOX CR1L CRADD CREM CTLA4 CWC27 CX3CR1 CYTH1 CYTIP DAD1 DAPL1 DENND5A DENND6A DIPK1A DOCK10 DTX4 DUSP6 DYNLT5 E2F6 ECI2 EEF1E1 ELF1 ELK3 ELMO1 ENOX1 ENPP1 ENPP6 EOLA1 EPB41 EPS15L1 ESYT2 ETNK1 ETS1 ETV3 EVI5 EXOC2 EXOC6B EXT1 F2RL1 FAM107B FAM169BP FAM3C FAM76B FAM91A1 FAS FASLG FBLN5 FEM1C FERMT1 FLI1 FLT3 FOXP1 FRMD4B FRS2 FYB1 FYN GABRG1 GATA3 GATB GBP6 GDI2 GGTA1 GIMAP1 GIMAP4 GIMAP6 GLCCI1 GLDN GNG2 GPD2 GPHN GPR18 GPR183 GPR65 GPRIN3 GRB14 GRIA3 GRK6 GTDC1 GVINP1 HBS1L HEATR5A HECTD1 HERC3 HERPUD2 HEXIM1 HIF1A HIVEP2 HJV HK3 HMG20A IBTK ICA1 ICOS IDH1 IFI16 IFIT3 IFNAR2 IFNG IFNGR1 IFT57 IFT80 IKZF2 IL10RB IL2RA IL6ST IL7R IMPA1 INPP4B INTS9 IRF2 IRF4 ITGA6 ITM2B ITPR2 JAK1 JARID2 JMJD1C KAT6B KBTBD11 KDM3A KDSR KLF2 KLF3 KLF6 KNL1 L3MBTL3 LARS1 LATS2 LCP1 LDLRAD4 LEF1 LEPROTL1 LLPH LNX2 LRCH1 LRIG1 LRRC66 LRRC8C LSM5 LTA4H MACF1 MALT1 MAMDC2 MAN1A1 MAN1A2 MAP3K1 MAP3K5 MAP3K8 MAP4K4 MBNL1 MDFIC MDM2 MGAT5 MIR4435-2HG MLLT3 MRPL39 MRS2 MRTFA MS4A6A MS4A7 MT-ATP6 MT-ND4L MUC20 MYNN NCK2 NCOA3 NDC80 NDUFV2 NEK7 NFKBIZ NINJ2 NIPBL NOX3 NR2E3 NR4A2 NR4A3 NR5A2 NRIP1 NRP1 NSD3 NSMAF NSMCE1 NSMCE2 NT5C3A NT5E NUDCD3 NUP153 NUS1 OBI1 OPRM1 OR2V1 OSBPL8 OTULINL P2RY10 P4HA1 PAG1 PARK7 PARM1 PARP11 PARP8 PDE4B PDE7A PEBP4 PELI1 PGAP1 PGBD1 PHTF2 PIAS2 PIK3CG PIP4K2A PLCG1 POLI PPP1R3F PPP2R5C PPP3CC PRAG1 PRDM1 PRKAR2B PRKCH PRKCQ PRRG4 PSMA1 PSMD4 PSRC1 PTBP3 PTGER2 PTGER3 PTGER4 PTK2B PTPN22 PTPRC PTPRK PVT1 PYM1 RAB19 RAB3IP RAB8B RABGAP1L RAD51C RAP1A RAPGEF2 RAPGEF6 RASA3 RB1 RBBP6 RBL1 RBL2 RCBTB2 RCSD1 RDM1 REEP3 RFX3 RGS1 RGS10 RGS13 RHOH RMI2 RNF125 RP9 RPL37 RRAS2 RRM2 S1PR1 SAG SAMHD1 SAMSN1 SATB1 SBSPON SCML4 SCN8A SDR16C5 SELL SELP SESN1 SGCE SGMS1 SH2D1A SH3KBP1 SHTN1 SIK3 SLAMF1 SLAMF6 SLC23A2 SLC30A7 SLC35B3 SLC35B4 SMAD3 SMAP2 SNCA SNX14 SNX9 SOCS2 SP100 SPATA48 SPEF2 SPG7 SPP1 SPTBN1 SRPK1 SSH2 ST6GAL1 ST6GALNAC5 ST8SIA1 ST8SIA4 STAT4 STAT5B STK10 STK17B STK24 SUMF1 SYNE2 TAF8 TASP1 TBC1D15 TBC1D30 TBC1D4 TBC1D5 TBCCD1 TCF12 TEC TENT5C TESPA1 TET3 TG TGFBR2 THADA THEMIS TLK1 TLR6 TLR8 TMCO1 TMEM222 TMEM252 TMEM64 TMEM67 TMEM71 TMSB4X TNFAIP3 TNFSF11 TNRC6B TOP2B TOX TP53INP1 TPP2 TRA2B TRAF3IP3 TRAT1 TRAV18 TRAV5 TRIB1 TRIB2 TRIM27 TRIM5 TRIM59 TSPAN13 TTC39B TTC5 TUBE1 UBAC2 UBASH3B UBE2H ULK4 URM1 USF3 USP3 USP6NL UST UTP3 UTRN VCPKMT VGLL4 VOPP1 VPS37B VPS54 VWF WDR35 WDR37 WDR45 WIPF1 XCL1 XPO4 XXYLT1 ZAP70 ZBTB1 ZBTB2 ZBTB20 ZBTB25 ZC3H12D ZC3HAV1 ZDHHC20 ZFAND6 ZFP36L2 ZFP91 ZNF175 ZNF217 ZNF429 ZNF560 ZNF608 ZNF761 ZNRF1 ZPBP2 ZHENG_FOXP3_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHENG_FOXP3_TARGETS_DN DAPL1 GPD2 PDE3B SPTBN1 TBC1D4 ZNRF1 ZHENG_FOXP3_TARGETS_IN_THYMUS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHENG_FOXP3_TARGETS_IN_THYMUS_DN ADIPOQ AGR2 AKR1D1 AMPH APH1A CADPS EPB41 MAP4K4 NR4A2 PRSS2 TRIM5 TUBE1 ZBED3 ZHENG_FOXP3_TARGETS_IN_THYMUS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHENG_FOXP3_TARGETS_IN_THYMUS_UP ABT1 ABTB2 ADD3 AKAP13 ANKRD12 AP4S1 ARHGAP15 ARHGAP5 ARHGEF10 ARHGEF3 ARID5B ARL4A ARMT1 ASXL2 ATG16L1 ATP2B1 ATP6V1A B3GNT2 BLOC1S5 BTBD10 C21orf91 C2CD5 CAST CBLB CCDC32 CD28 CD69 CD84 CDK17 CDK19 CDK2 CELF2 CHD9 CITED2 CNOT2 CNOT6L CPE CPOX CXCR4 DBF4 DCTN6 DENND5A DENND6A DIPK1A DOCK10 DUSP22 ELF1 ELK3 ERRFI1 ESD ETNK1 ETS1 EVI5 EXOC6B EXT1 F2RL1 FAM3C FAM76B FAM8A1 FAM91A1 FEM1C FLI1 GALNT4 GBP2 GBP6 GDI2 GLCCI1 GPHN GPR18 GPR183 GPRIN3 HBP1 HBS1L HEATR5A HERPUD2 HIF1A HIVEP2 IBTK IDS IFI16 IFNAR2 IL7R INPP4B IPCEF1 IRF4 ITGA6 JARID2 JMJD1C KAT6B KIF3B KLF3 KLF6 L3MBTL3 LATS2 LDLRAD4 LINC-PINT LNX2 LRCH1 LRIF1 LRIG1 LTA4H MALT1 MAN1A1 MAN1A2 MAP3K1 MAP3K5 MBNL1 MDFIC MTFR1 MYO9A NAA30 NCK2 NCOA3 NEK7 NFKBIZ NR3C1 NSMCE2 NT5E NUDCD3 NUP153 OTULIN P2RY10 PAK1IP1 PARL PDE4B PELI1 PGAP1 PHTF2 PIK3R1 PIP4K2A PPP2R5C PPP3CC PSMA1 PTBP3 PTGER2 PVT1 RAB8B RABGAP1L RAPGEF6 REEP3 RFX3 RGS1 RNF125 RPL5 SAMHD1 SDCBP SEC63 SESN1 SGMS1 SIK3 SLA SLAMF1 SLAMF6 SLC25A40 SLC35B3 SLC37A3 SMC5 SOCS2 SRI SRSF2 STAT4 STAT5B STRN3 TASP1 TBC1D15 TBC1D30 TBC1D5 TCF12 TESPA1 TLR1 TMEM64 TNFAIP3 TNFSF11 TOP1 TOP2B TOX TPP2 TRAT1 TRBV11-3 TRIM34 TRIO TTC33 TTC39B TUBB4B UBAC2 VCPKMT VOPP1 VPS54 WBP4 WDR37 WNK1 ZBTB20 ZBTB25 ZC3HAV1 ZFAND6 ZFP36L2 ZKSCAN4 ZNF217 ZYG11B ZHENG_FOXP3_TARGETS_IN_T_LYMPHOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHENG_FOXP3_TARGETS_IN_T_LYMPHOCYTE_DN ABTB2 ANKRD44 BACH2 BCL11B BCL2 CDK17 CLEC2D CMAHP CPE DIPK1A DPH5 FOXP1 GFI1 JAK1 LEF1 LPAR6 LRCH1 NIPBL NRIP1 PELI1 PRAG1 PTBP3 PTGER3 PTK2B PTPRC RAPGEF6 RCBTB2 SATB1 SCML4 ST8SIA1 STK10 SYNE2 TESPA1 TGFBR2 TRIM34 UTRN WIPF1 WNK1 ZHENG_FOXP3_TARGETS_IN_T_LYMPHOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHENG_FOXP3_TARGETS_IN_T_LYMPHOCYTE_UP CC2D2A CENPK CPM GATA3 GPLD1 IFT57 RRAS2 SAMSN1 SGIP1 STARD6 VRK2 ZNF608 ZHENG_FOXP3_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHENG_FOXP3_TARGETS_UP ABCB1 ARL6 CD44 CDC42SE2 COBLL1 CREM CTLA4 EEF1AKMT1 FAM107B FRMD4B ICOS IFNGR1 IKZF2 IL2RA IRF6 LRRC8C MAP3K8 NRP1 P4HA1 PRDM1 PRKCH RHOH SNX14 SNX9 TENT5C UBASH3B ZHENG_GLIOBLASTOMA_PLASTICITY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHENG_GLIOBLASTOMA_PLASTICITY_DN ARVCF ATP8A1 BCL2L11 CADPS CAV1 CCN1 CD109 CLU CNGA2 COL4A1 COL6A2 COL9A3 CRYAB CSPG4 DCAF12L2 DDHD1 DRAXIN DZIP1 EFS EMILIN1 EMP1 EPHB1 FOSB FOSL2 ITGA5 ITGA7 KCNA6 LPAR1 LSAMP MAPT MERTK MXD4 NDRG2 NISCH PADI2 PCMTD2 PCOLCE2 PDLIM4 PGM5 PLAGL1 PPFIBP2 PRKCQ PSD2 PTGDS PVALB RAMP1 RDH5 RHOU RNASE1 SERPINH1 SLC26A2 SORL1 SYN2 THY1 TIMP3 TRIM5 TSC22D1 TST ZDHHC14 ZFP36 ZHENG_GLIOBLASTOMA_PLASTICITY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHENG_GLIOBLASTOMA_PLASTICITY_UP A2M ACOT7 ACSL3 ADGRG6 ALDH1L1 ALS2CL ANGPT1 ANLN APLP1 ASPH ASPM ASS1 ATP9A AURKA AURKB BCAS1 BEX2 BHLHE22 BIRC5 BMPER BMPR1B BUB1 C1orf198 C4B CA3 CADM2 CAMK2D CAP1 CCN1 CCNB1 CCNB2 CCND1 CCND2 CCNF CD24 CD302 CD36 CD38 CDC20 CDC45 CDCA3 CDCA8 CDKN2A CDT1 CEBPA CENPN CENPQ CHL1 CHRDL1 CIT CITED1 CKS1B CKS2 CLDN11 CLSPN CLU CNIH2 COL4A6 CP CPLX2 CPNE8 CPPED1 CPQ CRLF1 CSDC2 CSF2RA CTNNAL1 CTNNBIP1 CTPS1 CTSV DBF4 DDX39A DECR1 DPYSL4 DUSP4 DUSP6 DUT E2F7 ECRG4 ECT2 EDNRB EFHD2 EPHB2 ETV4 ETV5 EXO1 F3 FBLN2 FBN2 FBXO32 FEN1 FIGNL1 FLOT2 FZD6 GABRB1 GCAT GNAO1 GOLM1 GPD1 GPD2 GPM6A GPR137B H4C11 HELLS HFE HIP1 HOPX HSPB8 IER3 IGFBP4 IL13RA1 INCENP JAG1 JMJD8 KIF18A KIF22 KIF23 KIF4A LHFPL2 LIG1 LMNB1 LRRFIP1 LSM12 LYN MAD2L1 MAPK1IP1L MBP MCM2 MCM3 MCM4 MCM5 MCM6 MELK METRN MFGE8 MIS18BP1 MMP15 MT2A MTHFD2 MXRA8 MYO1B NASP NAT8B NCDN NDC80 NES NRCAM NUF2 NUP107 NUPR1 NUSAP1 NXPH1 OMG OTX2 PAQR8 PCLAF PDGFRA PDPN PFKP PIK3R3 PLA2G7 PLK1 PLK4 PLLP PLPP3 POLA1 POLD1 POLE PPP2R2B PRC1 PRKAR1B PRXL2B PSD PTPRD RAB29 RAB33A RACGAP1 RAD51 RAD51AP1 RAD54L RASSF3 RBL1 RBP1 RCC1 REEP3 RFC4 RLBP1 RND3 RNF128 ROBO2 RPGRIP1 RRM1 RRM2 SCG3 SCN1B SDC4 SDK2 SEMA3A SERPINB6 SGO2 SH3BP4 SHCBP1 SLC6A11 SLC6A6 SMC2 SMOC1 SNX18 SOCS2 SPAG5 SPARCL1 SPC25 SPP1 SPRY1 SPRY4 SPSB4 ST6GAL2 SYT4 TAGLN3 TDRD7 TESC THRSP TIMP4 TK1 TLE1 TMEFF1 TMEFF2 TMOD1 TOP2A TPX2 TRIB2 TRIM2 TRIM62 TUBA4A TUBB3 UBE2T UCHL5 UGT8 UHRF1 UNC5C UPP1 USP1 VAT1L VWA1 VWC2 VXN WNT7A ZFP28 ZNF367 ZHENG_IL22_SIGNALING_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHENG_IL22_SIGNALING_DN ABCD2 ADGRA2 ARHGEF15 ASPM BGN C7 CCDC121 CENPI COL11A1 CSPP1 DPYSL5 EPB41L1 FADS6 FBXW2 FGF13 GHR GRIPAP1 H1-6 IL1RL1 MBTPS2 MYL10 NCOA4 OLFM4 OR5K4 PDE7B PNLIPRP2 PRTG RAB34 RACGAP1 RBMY1B SCN3A SIPA1 SLC17A1 SLC9A2 SOX6 SUV39H2 TFCP2 TRIM6 TTLL5 ZNF180 ZNF678 ZHENG_IL22_SIGNALING_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHENG_IL22_SIGNALING_UP ALDH1L1 AMER2 APAF1 ARG1 ARRDC4 C3 CCL5 CCL8 CD14 CD38 CELSR1 CFB CFD CLDN1 CSTA CXCL6 DMKN DSC2 FREM1 FZD1 HBA2 HBB HP IL33 INHBA LILRB3 LRG1 MFSD2A MS4A6A NCMAP NECTIN4 OLR1 OXTR PF4 PFKFB3 PLAT PTX3 REG3A RETNLB RTN1 S100A8 S100A9 SAA3P SBNO2 SLC25A30 SLFN12L SLFN13 SLITRK1 SLPI STING1 STOM STXBP5L TAC1 TGM1 THBD TIFA TIMP1 TTC9 ZHENG_RESPONSE_TO_ARSENITE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHENG_RESPONSE_TO_ARSENITE_DN ADAMTS1 CENPE IL1A INSIG1 JAK1 MMP13 MYC PHLDB2 PTPN11 SERPINB9P1 SLC44A2 TPR ZHENG_RESPONSE_TO_ARSENITE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHENG_RESPONSE_TO_ARSENITE_UP BCL2 DNAJB1 FOSL1 GCLM H2BC21 HMOX1 MT1B MT1E MT1G MT1H MT1M MT1X MT2A PEX2 TXNRD1 ZHONG_RESPONSE_TO_AZACITIDINE_AND_TSA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_RESPONSE_TO_AZACITIDINE_AND_TSA_DN ANP32B AP1G2 APOOL ARHGEF9 ATM ATRAID C14orf93 C5orf15 CCNA2 CIRBP CSTPP1 CTBS DHFR DIAPH2 ECPAS EIF2AK2 EIF2D ERP44 FAM216A GATB GOLPH3L GOSR1 H4C3 HDAC4 HDGF HMGB2 HNRNPA3 HSPBP1 ITGB3BP KAT8 KIF15 KPNB1 LRP8 LSM7 LUZP2 LYRM4 MACROD1 MAP2K6 MECP2 MOB1A MRPL58 MYF5 NDUFC1 NFIB NOP53 NUCKS1 NUDT3 OGFOD3 PAAF1 PAICS PAPOLG PDCD2 PFAS PGGT1B PMF1 PMS1 PPIE PPP2R5C RBM8A RBMX REV1 RPL13A RPL22 SH3BGRL SNHG32 SREK1IP1 SUCLG2 SUPT3H TBC1D5 TOM1L1 TRMT5 ZHONG_RESPONSE_TO_AZACITIDINE_AND_TSA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_RESPONSE_TO_AZACITIDINE_AND_TSA_UP AAMDC ABHD2 AFF4 AK1 AKAP12 AKAP17A ALPP APBB2 APOBEC3B APOLD1 ARF4 ASB6 ATF3 ATP6V0A1 ATP6V0D1 ATP6V1D BAIAP3 BMPR2 C3orf52 CARD14 CAVIN1 CD9 CDKN1A CDKN2D CDO1 CDR2L CGREF1 CLGN CLIC3 CLMN CLTB COL1A2 CSRP2 CT55 CTAG1B CTSV CYLD CYP26A1 DAZL DGKZ DNAJB2 DNMBP DPEP3 DUSP14 ECM1 EHD1 EHD4 ENO2 F11R FERMT2 FHL1 FKBP1B FLNC FUCA1 GAB2 GCH1 GDF11 GLS GOSR2 H1-2 H2AC10P H2BC5 H2BC8 HABP4 HCLS1 HDAC5 HSD17B1 HSD17B6 HSPA2 HYAL1 IFFO1 IFI30 IGF2 IL23A ILRUN INPP5F IRF7 ITCH ITPR1 JPT1 JUN KCNV2 KDELR3 KLF12 KRT12 KRT20 LAT2 LIFR LSR LUZP4 MAFB MAGEA9 MAGEB1 MAGEB2 MAGEC1 MAP1LC3B MAP2K3 MAP3K14 MAP4K1 MICA MICB MKLN1 MLEC MMP2 MOK MOSPD1 MPZL1 NEU1 NHERF1 NMT2 NNAT NOP14-AS1 NPTX1 NRGN NRIP3 NXT2 ODC1 OPTN ORMDL2 OXTR PAGE1 PARP12 PGF PIK3CD PISD PITRM1 PKP2 PLAC1 PLIN3 PLK3 PMEPA1 PRKAB2 RAPGEF2 RASGRP2 RBM34 REPS2 RGPD5 RGS9 RPA4 SBNO1 SEC61A2 SENP5 SERPINI1 SH2B3 SKIL SLC12A6 SLC6A8 SLC7A6 SMPD3 SOCS7 SPAG9 SPANXA1 SPHK1 SPTLC2 SSX1 SSX2 SSX3 SSX4 STAT3 STK10 STX3 SYNJ2 SYT11 TAF7L TDRD12 TEF TIMP1 TIMP2 TKTL1 TMEM158 TNNC2 TRIO TSC22D2 TTLL7 TUBA3C TUBB2A TUBB2B TYRO3 UPP1 VCX YKT6 ZMIZ2 ZNF222 ZNF331 ZNF571 ZNF79 ZHONG_SECRETOME_OF_LUNG_CANCER_AND_ENDOTHELIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_SECRETOME_OF_LUNG_CANCER_AND_ENDOTHELIUM A2M ACTB ACTC1 AHSG ALAD ALB ALDH3A1 ALDOA ANXA3 ARHGDIA BGN C2 CDH1 CFB CFL2 CLSTN1 CLU COL18A1 COL1A1 CP CTSA CTSD CTSV CTSZ CX3CL1 EEF1A2 EEF2 ENO1 FN1 GAPDH GLO1 GOT1 HMGB1 IGFBP4 IGFBP7 KCTD7 LDHA LGALS3BP MDH2 PCNA PEBP1 PHACTR4 PPIB PRDX1 PZP RAN RPL10A SDC4 SERPINB6 SERPINC1 SPP1 SRSF2 TF TKT TNXB TPI1 TPM3 TPT1 TUBA1C TUBB VCAM1 VCL VCP VIM YWHAE YWHAG YWHAZ ZHONG_SECRETOME_OF_LUNG_CANCER_AND_FIBROBLAST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_SECRETOME_OF_LUNG_CANCER_AND_FIBROBLAST ACTA2 ACTB ACTN1 ACTN4 AGRN AHSG AKR1B1 ALDOA ANXA4 APOH APP ARHGDIA ATP6AP2 BGN C2 CALR CANT1 CAPG CD81 CD9 CDH1 CDH17 CFB CHAF1A CLSTN1 CLU COL18A1 COL1A1 CP CST3 CTRB2 CTSB CTSD CTSZ CX3CL1 CYTIP DNPEP ECM1 EEF1A2 EEF2 ENO1 ENO3 ENPP2 FAM3C FN1 FUCA1 GLO1 GLOD4 GOT1 GPI GSR GSTM1 GSTO1 GSTP1 HGFAC HMGB1 HPRT1 HSP90AB1 HSP90B1 IMPA1 ITIH2 KCTD7 KRT73 KXD1 LAP3 LDHA LGALS3BP LGALS4 LMNA LXN MDH2 ME1 MSLN MSN MTAP NPC2 NPM1 NUCB1 P4HB PARK7 PEBP1 PGAM2 PGK1 PHACTR4 PKM PNP PPIC PRDX1 PRDX6 PRSS2 PSMA1 PSMA3 PSMA4 PSMA5 PSMA7 PSMB1 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 QSOX1 RACK1 RAN RHOA RPL10A RPL18A SDC4 SEMA3C SERPINB6 SERPINC1 SET SLK SPARC SPP1 TF TIMP2 TINAGL1 TNXB TPI1 TPT1 UBA52 VCAM1 VCL VCP WDR1 YWHAB YWHAE YWHAH YWHAQ YWHAZ ZHONG_SECRETOME_OF_LUNG_CANCER_AND_MACROPHAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_SECRETOME_OF_LUNG_CANCER_AND_MACROPHAGE ACTB AGRN AKR1A1 ALDOA ANXA2 APP BGN C2 CANT1 CD81 CDC25B CDH1 CDH17 CFB CHAF1A CLSTN1 CLU COL18A1 CP CREG1 CST3 CTSA CTSB CTSD CTSH CTSV CX3CL1 CYTIP DHFR DUT ENO1 ENPP2 FDPS FN1 GOT1 GOT2 GPRASP1 GSTM1 GSTO1 HSP90AB1 IGFBP4 ITIH2 KCTD7 LDHA LGALS3BP MDH1 MDH2 MSLN NPC2 PEBP1 PGAM2 PGK1 PHACTR4 PPIB PRDX1 PRSS2 PSAT1 PSMA4 PSMA6 PSMA7 PSMB5 PSMB6 PSMB7 RACK1 RALYL RAN RPL10A SDC1 SDC4 TALDO1 TIMP2 TPI1 TPT1 TUT1 VCAM1 YWHAZ ZHOU_CELL_CYCLE_GENES_IN_IR_RESPONSE_24HR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHOU_CELL_CYCLE_GENES_IN_IR_RESPONSE_24HR ALYREF ANLN ASPM BIRC5 BORA BUB1 CACYBP CCNA2 CCNB1 CCNB2 CDC20 CDCA8 CDK1 CDK2 CDKN3 CENPA CENPF CENPK CENPN CEP43 CEP55 CHAC2 CKAP2 CLN6 CMC2 COLEC12 CSE1L DCN DCTPP1 DEPDC1 DLGAP5 DNAJC9 DTYMK E2F1 E2F8 EIF2S1 EXO1 EXOSC8 EZH2 F10 FABP5 FBLN1 FBXO5 GASK1B GINS3 GPN3 H2AX H2AZ2 HAUS3 HAUS8 HMGB2 HMGB3 HMMR IFT20 JPT1 KIF11 KIF20A KIF22 KIF23 KIFC1 KNSTRN KNTC1 KPNA2 LAMB1 LBR LMNB1 LRRN4CL LXN MAD2L1 MAGOHB MCM2 MCM3 MCM7 MCM8 MDC1 MELK MTFR2 MXRA5 MYBL2 NASP NCAPH2 NEIL3 NEK2 NUF2 NUP107 NUP88 NUSAP1 ODF2 PAICS PARPBP PCNA PIMREG PLEK2 POC1A POLD1 PRC1 PTTG1 PTTG2 PTTG3P QSER1 RACGAP1 RAD54L RANBP1 RBBP8 RFC4 RFC5 RPA2 SEMA3B SMC2 SMPD4 SOD3 SPAG5 SPC25 SQOR SULF2 TDP1 TIMELESS TOP2A TOPBP1 TPRKB TRIP13 TTK UBE2C UBE2T UHRF1 USP1 WIPI1 ZHOU_CELL_CYCLE_GENES_IN_IR_RESPONSE_2HR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHOU_CELL_CYCLE_GENES_IN_IR_RESPONSE_2HR BORA CENPA E2F1 LAMB1 LXN MCM5 SEMA3B ZNF462 ZHOU_CELL_CYCLE_GENES_IN_IR_RESPONSE_6HR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHOU_CELL_CYCLE_GENES_IN_IR_RESPONSE_6HR BRCA1 CCNA2 CDCA5 CDCA8 CDK2 CDT1 CENPA CENPK CEP55 CHAF1B CMC2 DCLRE1A DCTPP1 DEK DLGAP5 DNAJC9 DSN1 DTL DTYMK E2F1 E2F8 EXO1 EZH2 F10 FABP5 FBXO5 GASK1B GINS2 GINS3 GMNN GPN3 H2AX HAUS3 HAUS8 HMGB2 HMGB3 KIF11 KIF20A KIF22 KIFC1 KNTC1 LBR LMNB1 MAD2L1 MAGOHB MCM2 MCM3 MCM5 MCM6 MCM7 MTFR2 MYBL2 NCAPH2 NEK2 NUP88 NUSAP1 PAICS PARPBP PCLAF PIMREG POC1A QSER1 RACGAP1 RAD51 RAD54L RANBP1 RFC4 RFC5 RPA2 RTKN2 SAP30 SEMA3B SMC2 SOD3 SULF2 TIMELESS TOPBP1 TPRKB TRIP13 TTK UBE2T UHRF1 USP1 WDHD1 ZHOU_INFLAMMATORY_RESPONSE_FIMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHOU_INFLAMMATORY_RESPONSE_FIMA_DN ABHD10 ACACB ACKR4 ACTL6B AFF3 AJUBA AKAP14 ALOX12B ANKMY2 ANKRD39 AP4B1 APCDD1 AQP11 ARAP3 ARHGAP12 ARHGAP8 ARHGEF3 ARHGEF40 ARID4A ASCL1 ATG4B ATG4C ATP23 ATP5MC3 AURKA AVPI1 BICD1 BOLA1 BRAT1 C11orf21 C2orf74 C7orf25 C9orf40 CA10 CACNB2 CALHM2 CCDC148 CCDC85A CCDC96 CD300LB CDKN1C CDS1 CEBPA CEP19 CEP85 CHCHD4 CHD9 CITED2 CLEC2B CLPX CNKSR2 CNOT8 COL19A1 CPNE6 CPS1 CRBN CSMD2 CSTF1 CXCR4 CYBC1 CYTH4 DAB2 DBT DCP1B DEFB122 DGCR2 DGKZ DHRS9 DNAH5 DNAI1 DNM3 DNTTIP1 DOK1 DOK3 DPF3 DTWD1 ECM2 EFCAB3 EHD3 ELAVL3 ENHO ENSG00000258716 EPB41 FAM161A FAM217B FAM78A FANCE FASTKD1 FBXO32 FGD3 FGD4 FGF7 FPGT FRAT2 FRMD4A GATA2-AS1 GEMIN2 GEMIN6 GFOD1 GHSR GLT8D1 GOLGA2P5 GPAM GPR180 HEATR3 HHEX HOXA1 HOXB6 HTR4 IER5L IFFO1 INHBB INTS10 IRAG2 IRF4 JMJD1C KAT14 KCNE3 KIAA1217 KIZ KLHL23 KREMEN1 LBHD1 LDAH LDLRAP1 LIFR-AS1 LINC00632 LIPT2-AS1 LPAR5 LPAR6 LRRC1 MAF MAP4K1 MARCHF1 MBLAC2 MBP MCHR1 MCTP2 MIS18BP1 MLYCD MRPS27 MRTFB MS4A6A MTF2 MTIF3 MUC16 MYH10 NAA16 NCKIPSD NDE1 NDRG2 NFATC3 NHSL1 NIF3L1 NINL NLRC4 NR2F6 NRXN3 NUDT12 NVL OR10H2 OR2L13 ORAI3 ORC5 OSGEPL1 OTUB2 PAGR1 PCDHGC5 PDE5A PDE6C PIMREG POLM PPFIA4 PRICKLE1 PRIMPOL PRMT9 PRPSAP1 PSTPIP1 PTH PTPRO PWWP3A RAB11FIP4 RAB40B RABGAP1L RANBP6 RASGRP3 RBSN RCBTB2 REEP1 RHOBTB2 RIN2 RIN3 RNF166 RPAP3 RPE RPUSD3 SCN7A SCN8A SDC1 SERAC1 SETDB2 SGSM2 SHC3 SHPK SIAE SLAMF6 SLC16A4 SLC20A1 SLC25A30 SLC27A6 SLC29A3 SLC5A8 SLF2 SMAD1 SMPDL3B SNX18 SPRY2 SPSB2 ST3GAL3 STEAP1 STN1 STYK1 SUFU SUSD3 TACSTD2 TAF3 TENT4B THYN1 TIGAR TIMM21 TINAG TLE3 TLR1 TLR10 TLR6 TMCC1 TMEM107 TMEM177 TNFAIP8L1 TNNI2 TRIM32 TRPM3 TSC22D1-AS1 TSHZ1 TTC23L TTC30B TUBAL3 USP2 USP30 VASH2 VGLL4 VIPAS39 VSIR WDR91 WIPF1 XKR6 XPC YAE1 YPEL4 ZBED5 ZBTB14 ZC3H14 ZFP3 ZMYM3 ZNF165 ZNF362 ZNF366 ZNF395 ZNF540 ZNF555 ZNF571 ZNF605 ZNF692 ZNF718 ZNF785 ZNF843 ZNF853 ZNF962P ZHOU_INFLAMMATORY_RESPONSE_FIMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHOU_INFLAMMATORY_RESPONSE_FIMA_UP ABCB9 ABCC11 ABCD1P2 ABL2 ACAT1 ACOD1 ACSL1 ADAM17 ADAM3A ADCY1 ADCY10 AFF3 AFF4 AGBL1 AGBL5 AKAP1 AKAP5 ALX3 ANGPTL4 ANKRD50 ANP32D AP3B2 ARHGAP22-IT1 ARHGAP31 ARL4D ASIC1 ATP2B1 ATP2B1-AS1 ATP2B2 AXDND1 B4GALT1 B4GALT5 BAMBI BCL11A BCL2L1 BMP10 BPIFA3 BRICD5 BRINP1 BROX BTBD9 BTG2 C11orf96 C12orf50 C12orf54 C1QTNF7 C4orf33 C5orf47 C9orf131 CA13 CA14 CADPS CAMP CARD10 CASP3 CASQ2 CATSPERG CC2D2A CCL15 CCL18 CCL20 CCL4 CCN5 CCNA1 CCRL2 CD1B CD24P4 CD44 CD55 CD80 CD82 CD83 CDON CECR3 CEMIP CFAP251 CFAP69 CFAP91 CHRDL2 CLCF1 CLDN1 CLEC4E CLINT1 CNTN4 COBL COL28A1 COL3A1 COL5A1 COMMD4 CRACR2A CREB5 CRISP3 CRYBA2 CSF1 CSF3 CTNNA2 CXCL1 CXCL10 CXCL2 CXCL3 CXCL8 CYP2C9 CYP4A11 CYP7A1 CYP8B1 CYTH3 DAZ1 DCAF8 DCST2 DDR2 DDX42 DDX49 DDX6 DENND5A DGKG DMRTA1 DNAH14 DNAJB5 DOK6 DOT1L DPYSL3 DRAM1 DRC3 DRP2 DSCAM DTX2 DYNC1I1 DYRK3 EBF3 EDA2R EDN1 EFEMP1 EGFR EHD1 ELOVL7 EMCN EMP2 ENPEP ENSG00000237870 ENSG00000260779 ENSG00000282408 EOLA1-DT EPC1 ERC1 EREG ESCO2 EVI5L F2RL2 FAAP20 FCAR FERMT2 FFAR2 FGA FGF17 FGF9 FGFR1OP2 FGFR3 FHIP1A FMN1 FNDC4 FOSL1 FOXP2 FPR2 FSCB FSCN1 FSD1L FUBP3 FUT4 FZD4 FZD7 G0S2 GABRD GAD2 GAGE1 GAL3ST4 GALNT13 GARIN3 GEM GEMIN7 GFER GIPR GLI4 GLYATL1 GNG4 GOLIM4 GPC3 GPR15LG GPR84 GREP1 GRIK2 GSK3B GTSF1L GULP1 HAGLROS HAL HAPLN1 HAS2 HBA1 HECTD2 HIPK3 HMGCLL1 HNF4G HOPX HOXA6 HOXB-AS3 HOXB1 HPN HPS4 HS3ST3B1 HSPA1A HSPA1B HTR7P1 HTRA3 ICAM1 ICOSLG IER3 IGFBP3 IGSF3 IL12B IL13RA2 IL18 IL1A IL1B IL1R1 IL23A IL6 IMPG2 IRAK2 IRF8 ITGA8 ITGA9 ITGB8 JAG1 JUN KANK1 KCNA2 KCNAB1 KDM6B KDM7A-DT KICS2 KIF1B KIF25-AS1 KIR2DL1 KITLG KLF12 KLF5 KLHL14 KLHL28 KLHL3 KLHL41 KMT2A KREMEN1 KRT36 KRT40 KRT6A KXD1 LDHAL6A LDLR LEF1 LEKR1 LIMK2 LIMS1 LINC00112 LINC00221 LINC00269 LINC00630 LINC00636 LINC01270 LINC02762 LINC02987 LIPH LITAF LRP12 LSS MACROH2A2 MAFF MAGEA5P MAGEE2 MAP2K3 MAP3K19 MAPK11 MARCKS MCF2L MDFIC MEIOB MFSD2A MIIP MIR124-1HG MIR22HG MIR3142HG MIR9-1HG MOB3C MORN1 MPP3 MRI1 MRS2 MS4A7 MSC MTF1 MYOG MYRFL NAMPT NAV2 NBN NBR2 NCAN NCK2 NDP NEB NECAP2 NEDD4L NEFL NEMP1 NFKB1 NFKB2 NFKBIA NFKBID NHS NINJ1 NIPAL4 NKAIN3 NKX3-1 NLRP14 NME7 NOVA1 NOX4 NPAS2 NRAP NRG2 NRL NYX ODF3B OGFRP1 OR51B5 OR7C1 OTUB2 OTUD7B P2RY1 P3H2 PACRG PALM2AKAP2 PAPPA PDE9A-AS1 PDGFB PDZRN3-AS1 PIF1 PIKFYVE PIM3 PKP1 PLAUR PLCXD3 PLD1 PLEKHH3 PLK1 PLK3 PLPP3 PNLIP PNLIPRP1 PNMA2 PNPLA1 PNRC1 POSTN POU3F4 POU5F1 PPP1R15A PRMT5-AS1 PRR15 PRR23E PTGS2 PTPN1 PTPN21 PTX3 PURB PXDC1 PXDN RAB39A RAB3GAP2 RAB6B RAG2 RAPGEF2 RAPGEF5 RAPH1 RASAL1 RASGEF1B RCN3 RDX REL RELA RELB REM2 RETN RGS16 RHOJ RIF1 RIPK2 RNF144B RNF19B RORA-AS1 RPS2P45 RPS6KA5 RTKN2 RUFY2 S1PR3 SAMD10 SBSPON SDC4 SEC14L4 SEMA6A SEMA6C SEPTIN7 SERPINB2 SERPINB8 SERPINE1 SEZ6 SGMS2 SGPP2 SHD SLC1A2 SLC22A23 SLC26A9 SLC28A2 SLC2A11 SLC2A6 SLC38A3 SLC6A15 SNAI1 SNN SOD3 SORBS2 SOX21 SPEF2 SPHK2 SPON1 SPP2 SRC SRGAP1 SSX4 ST7-AS1 STAT5A STBD1 STMN4 STXBP6 SVEP1 SYCE1 SYT9 TAB1 TACC3 TAFA5 TAOK2 TBC1D9 TBX5 TCTN1 TDRP TEAD2 TGFB2 TGIF2LX TIMM50 TLL2 TLNRD1 TLR2 TLR7 TMC6 TMEM217 TMEM26 TMEM67 TMLHE TMOD4 TMPRSS6 TNF TNFAIP2 TNFAIP3 TNFRSF9 TNFSF9 TNN TP53AIP1 TP53INP2 TP73 TPD52 TPSAB1 TRAF1 TRIM36 TRIP10 TRPC5 TSGA13 TSLP TTC23 TUSC8 TYRO3 UBE2FP1 UBE2G2 UNC79 USF3 USP12P1 UST-AS1 UTS2 VAV2 VCX VEGFA VWF WFDC9 WNK4 WNT5A WTAP YRDC ZC3H12A ZC3H12C ZCWPW1 ZEB2 ZHX2 ZNF131 ZNF277 ZNF286A ZNF778-DT ZNF815P ZNF876P ZHOU_INFLAMMATORY_RESPONSE_LIVE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHOU_INFLAMMATORY_RESPONSE_LIVE_DN A2M-AS1 AASDH AASDHPPT ABHD10 ACAA2 AGAP1 AGBL2 AKAP14 ALPI ANKMY2 ANKRD39 ANP32A APEX2 ARAP3 ARHGAP12 ARHGEF40 ARL11 ARMCX6 ARV1 ASB2 ATOSA ATP1A2 AVPI1 BICD1 BLOC1S5 BMPR1A BOLA1 BRAT1 C11orf21 C17orf97 C1QTNF3 C1orf109 C21orf58 C2orf74 C7orf25 CALB1 CALHM2 CARD9 CCDC107 CCDC9B CCSAP CD300LB CD6 CDS1 CEBPA CEP44 CEP68 CEP85 CHAMP1 CHD9 CIAO1 CIPC CLPX CNOT8 CNTNAP4 COMMD3 COQ3 COQ5 COQ9 CPNE6 CRISP1 CSTF1 CTNS CXCR4 CXCR6 CXXC5 CYB5RL CYREN CYTH4 DAB2 DAG1 DAGLB DBT DCAF8 DCP1B DDI2 DDX28 DEDD2 DEF8 DEFA6 DENND10P1 DGCR2 DGKB DGKZ DHRS9 DIP2A DKK3 DNAH9 DNAI4 DNTTIP1 DOK1 DOK3 DPF3 DPH5 DUSP7 ECI2 EFNA4 EHD3 ELAPOR2 ELOF1 ENHO ENSG00000247228 ENTPD1 EXOSC4 F2RL1 FADD FAM135A FAM215A FAM220A FAM78A FANCE FBXO32 FGD4 FGF7 FHL1 FOS FRAT1 FRAT2 FRMD4A GDF10 GEMIN6 GFOD1 GIT1 GIT2 GLRX5 GLS2 GLT8D1 GNAL GPRASP2 GYG1 GYPA GZF1 HDAC9 HDGFL2 HEATR3 HENMT1 HERC2P9 HHEX HKDC1 HOXB13 HSF1 IER5L IFFO1 IMP3 INTS10 INTS8 IQCF6 IRAG2 ITPKB KAT14 KCND1 KCNE3 KDM3A KIAA0513 KIZ KLF12 KLHDC3 KNG1 KRT18 KRT19 LBHD1 LDLRAP1 LIAS LINC00310 LINC01521 LINC01565 LINC02487 LIPT1 LPAR6 LSM10 LZTS2 MAGEB6 MAL MALSU1 MAPK14 MAST3 MBD4 MBLAC2 MBP MCEE MCF2 MCFD2 MELTF METTL13 METTL17 METTL23 MIEF1 MIS18BP1 MKX MLLT10 MLYCD MOAP1 MPPED2 MRM2 MRPL18 MRPL34 MRPL35 MRPL58 MRPS18B MRPS26 MRTFB MTARC1 MTERF4 MTF2 MTIF3 MZB1 NAA16 NCAPH NDRG2 NDUFV3 NFATC3 NIF3L1 NLRC4 NMNAT1 NOA1 NR0B2 NR2F6 NRG1 NTNG1 NVL OLFM3 ORAI3 ORC5 OSGEPL1 OTUB2 OXLD1 PAFAH2 PAGR1 PARP2 PCDHGA9 PDE4A PDE5A PDE6C PDE9A PDF PHF23 PIK3R1 PIMREG PIP4K2B PLA2G15 PLAAT1 PLCL2 PLIN2 PLK2 POLG2 POLR3A POLR3K POMGNT2 POP7 PRAM1 PRKD3 PRMT9 PRR12 PSTPIP1 PTPRO PWWP2B RAB40B RAB7B RANBP6 RASL12 RCBTB2 RCOR3 RDH13 REG1B RGS19 RHOBTB2 RIN3 RMND1 RNF113A RNF7 RPA1 RPUSD3 RUBCNL RWDD2A S100A7 SAMM50 SARDH SCML4 SDC1 SDR16C5 SEC14L1 SENP8 SERTAD2 SETDB2 SGK1 SHLD1 SIAE SLAMF6 SLC20A1 SLC25A29 SLC25A30 SLC25A36 SLC29A3 SLC2A1 SMIM3 SNAI3 SNAP47 SNAPC5 SNX18 SOX14 SPRY2 SPSB2 ST6GALNAC4 STARD7 STEAP1 STN1 SUFU SURF6 SYCP1 TACR2 TACSTD2 TBC1D13 TBC1D2 TBC1D24 TBCD THADA THSD4 THUMPD3 THYN1 TIGAR TIGD2 TIGD6 TIMM29 TLE3 TLR1 TLR10 TLR6 TMCC1 TMEM107 TMEM138 TMEM177 TMEM41A TMLHE TNFSF14 TNNI2 TRIAP1 TRIM32 TRIM54 TRMT61B TRPS1 TSC22D1-AS1 TSPY2 TTC30B TTC9 TTI1 TUBA4A UBE2G1 UBL7-DT UBR5-DT UBR7 UPK3A USP2 USP3-AS1 VAV3 VGLL3 VGLL4 VSIR WDR53 WFDC21P XPC YAE1 YPEL4 ZBTB14 ZBTB4 ZBTB48 ZC3H14 ZDHHC24 ZFP3 ZFP64 ZNF341 ZNF362 ZNF395 ZNF420 ZNF444 ZNF549 ZNF555 ZNF785 ZHOU_INFLAMMATORY_RESPONSE_LIVE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHOU_INFLAMMATORY_RESPONSE_LIVE_UP ABCA1 ABCC11 ABL2 ACOD1 ACOT6 ACSL1 ACVR2A ADAM17 ADAM22 ADGRL3 ADM ADORA2A-AS1 AFF3 AFF4 AGBL1 AGO2 AKAP1 AKAP12 AKNAD1 ALCAM ANKHD1 ANKLE2 ANP32D ARHGAP31 ARL4D ARMC5 ATP1B1 ATP2B1 ATP2B1-AS1 ATP2B2 ATXN1 B4GALT1 B4GALT5 BAMBI BASP1 BCL11A BFSP1 BMS1P17 BPIFA3 BRICD5 BRINP1 BTBD19 BTBD9 BTG2 C11orf96 C22orf15 C5orf47 CA13 CA8 CADPS CALY CANX CATSPER2 CCDC65 CCL15 CCL20 CCL23 CCL4 CCN5 CCRL2 CD24P4 CD44 CD55 CD80 CD83 CDH15 CDON CEP350 CFAP65 CFAP69 CFLAR CFTR CGAS CLCF1 CLEC4E CNKSR3 COBL COL11A1 COL26A1 COL4A1 CPEB4 CREB5 CSF3 CTF1 CXCL1 CXCL10 CXCL2 CXCL3 CYB5D1 CYP2C9 CYP7A1 DCAF12L1 DCAF8 DCAKD DDR2 DDX42 DEFB108B DENND5A DMRTA1 DMRTC2 DMXL2 DNAJB5 DNHD1 DOT1L DPYSL3 DRAM1 DTX2 DUSP1 DUSP2 DUSP5 DYNC1H1 DYNC1I1 DYNLT2 DYRK3 EDN1 EDNRA EGR4 EHD1 EIF5 ELOA2 ELOVL7 ENSG00000237870 EOLA1-DT EPB41 EREG ESCO2 EVI5L EYA4 F3 FAAP20 FCRL5 FERMT2 FFAR2 FGFR1OP2 FLJ13224 FNDC3B FOSL1 FOXP2 FRY FSCN1 FTX FUBP3 FUT4 G0S2 GABRA1 GARIN1A GEMIN7 GFER GH2 GIPR GNAS GPC1 GPC3 GPM6A GPR84 GRAMD1A GRIN2A GSK3B HAPLN1 HDAC4 HECTD2 HES4 HEY1 HGF HOXA6 HOXB1 HPN HPS4 HSPA1A HSPA1B ICA1L ICAM1 ICAM4 ICOSLG ID4 IER3 IGHV5-78 IL10 IL12B IL17RE IL18 IL1A IL1B IL1R1 IL23A IL6 IQCG IQCH IRAK2 IRF8 ITGB8 ITPRIP IYD JAG1 JRK KANK1 KCNAB1 KCNE4 KDM6B KDM7A-DT KICS2 KIF1B KIR2DL1 KLC2 KLF5 KLF6 KLHL14 KLHL28 KLHL3 KLHL4 KLHL41 KRT19 KRT36 KRTAP3-3 KXD1 LAMA3 LCOR LDLR LEF1-AS1 LIF LIFR LIMK2 LIN28B LINC00112 LINC00221 LINC00630 LINC00851 LINC02593 LINC02762 LINC03025 LITAF LMO3 LSS MAB21L1 MACF1 MAFF MAGEA10 MAGEA5P MAK MAP1B MAP2K3 MARCKS MBNL1 MFSD2A MIER1 MIIP MIR22HG MIR23AHG MIR3142HG MMP8 MN1 MPP3 MRI1 MSC MTF1 MYL2 MYOG NAMPT NANOS2 NBN NCAN NCF4-AS1 NCK2 NCOR2 NDP NDRG1 NECAP2 NEDD4L NEFL NFAT5 NFKB1 NFKB2 NFKBIA NFKBID NINJ1 NIPAL4 NKX3-1 NLRP14 NME7 NOTCH4 NR4A3 NRL NUDT16-DT OAF ODF3B OGFRP1 OR7C1 OSM OSR2 OTUD7B P2RX7 PALLD PALM2AKAP2 PAX3 PCDH9 PCNX2 PDE2A PDGFB PDP1 PGM5 PIM3 PKM PKP1 PLA2G5 PLAGL2 PLAUR PLK3 PLPP3 PNLIP PNLIPRP1 PNRC1 PPP1R14A PPP1R15A PPP3CC PRKCD PRMT5-AS1 PSD3 PTGS2 PTPN1 PTPN11 PTX3 PURB PWWP3B PXDC1 PXDN QRICH2 RAB3GAP2 RAB6B RAG2 RAP2C RAPGEF2 RAPH1 RARRES1 RASGEF1B RCAN1 RCN3 REL RELB REM2 RGS16 RIPK2 RND3 RNF144B RNF213 RPS2P45 RSPO1 S1PR3 SDC4 SELENBP1 SEMA6A SEMA6C SEPTIN4 SERPINB2 SERPINB8 SERPINE1 SFPQ SGMS2 SGPP2 SHANK1 SHD SKAP1-AS2 SLC1A2 SLC22A23 SLC26A9 SLC28A1 SLC28A2 SLC2A11 SLC2A13 SLC2A6 SLC39A14 SLC5A1 SLC6A15 SLCO3A1 SMTN SNN SNTG1 SOD2 SOD3 SPAM1 SPON1 SPP2 SPSB1 SQSTM1 SRC SRGAP1 ST3GAL1 ST7-AS1 STARD8 STAT5A STBD1 STON2 SVIL SYCE1 SYDE1 SYT9 TADA3 TBC1D9 TCF7L2 TDRP TFAP2B TGIF2LX TLNRD1 TLR2 TLR7 TMC6 TMCO2 TMEM67 TMPRSS6 TNF TNFAIP2 TNFAIP3 TNFRSF9 TNFSF15 TNFSF9 TNIP1 TNIP2 TNP1 TNS1 TOB2 TP53INP2 TPD52 TPM4 TPRA1 TRAF1 TRIM36 TRIP10 TSLP TTC9 UBE2FP1 UPK2 USF3 VAPB VEGFA WDR87 WNK4 WNT5A WTAP XIRP1 YRDC ZBTB43 ZC3H12A ZC3H12C ZCWPW1 ZEB2 ZFYVE16 ZG16 ZNF131 ZNF334 ZNF778-DT ZNF876P ZHOU_INFLAMMATORY_RESPONSE_LPS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHOU_INFLAMMATORY_RESPONSE_LPS_UP ABCC11 ABL2 ACOD1 ACOT6 ACSL1 ADAM17 ADAMTS20 ADAMTS5 ADH1B ADM ADORA2A-AS1 AFF4 AGBL1 AGBL5 AHNAK2 AIPL1 AKAP1 ALX3 ANGPTL1 ANKS6 ANP32D APCDD1L-DT AQP4 ARHGAP31 ARL4D ATP11C ATP1B4 ATP2B1 ATP2B1-AS1 ATP2B2 AXDND1 B4GALT1 BAMBI BCL11A BCL2L1 BRCA2 BRICD5 BRINP1 BTBD9 BTG2 C11orf96 C1QC C22orf15 C2orf83 C4orf33 CA13 CADPS CAMK1G CAST CATSPER2 CATSPERG CBLB CCDC65 CCL15 CCL18 CCL20 CCL23 CCL4 CCL8 CCRL2 CD44 CD55 CD80 CDC42EP4 CDH15 CDH19 CDON CEMIP CFAP65 CFAP69 CFTR CGAS CH25H CLDN1 CLEC12B CNBD2 CNTLN COBL CRACR2A CREB5 CSF3 CSRNP1 CT47A11 CTNNA2 CTRB1 CXCL1 CXCL10 CXCL2 CXCL3 CXCL9 CYP2F1 CYP3A7 CYP7A1 DAZ1 DCAF8 DDR2 DDX3Y DDX42 DDX6 DENND5A DMRTA1 DMRTB1 DMRTC2 DNAI7 DNASE1L3 DRAM1 DRP2 DTX3 DUSP5 DYNC2H1 EDN1 EGFLAM-AS2 ELF3 ELOVL7 ENSG00000232995 ENSG00000241345 ENSG00000282408 EOLA1-DT EPB41 EPB41L5 EREG ERG28 ESCO2 FAM218A FCAR FCRL5 FFAR2 FGF17 FGFR1OP2 FILIP1 FOSL1 FOXP2 FRMD7 FSCN1 FUT4 FZD1 FZD4 G0S2 GEMIN7 GFER GH2 GHRHR GID8 GIPR GLYATL1 GPC3 GPLD1 GPR135 GPR84 GRIA1 GYS2 HAGLROS HAL HELZ2 HERC5 HOXB-AS3 HOXB1 HPS4 HS3ST3B1 HSPA1A HTT ICAM1 IER3 IFI44 IFIH1 IFIT1 IFIT2 IFIT3 IFNB1 IFNL1 IGF2-AS IGFBP3 IL12B IL18 IL1B IL1R1 IL23A IL27 IL6 IRAK2 IRF6 IRF7 IRF8 IRX5 ISG15 ITGA9 ITGB8 IYD JAG1 JRK KIF1B KIF25-AS1 KITLG KLF4 KLF5 KLHL14 KLHL41 KLK10 KREMEN1 KRT36 KRTAP2-2 KRTAP2-4 KXD1 LAMA3 LBX1-AS1 LDC1P LDHAL6A LEF1 LIMK2 LIMS1 LINC00221 LINC00630 LINC00837 LINC01692 LINC02028 LINC02372 LINC02762 LINC02907 LITAF MAFF MAGEA5P MAGEE2 MAP2K3 MAPK11 MAPK4 MARCKS MBD3L2 MBL1P MCF2L MFSD2A MIR3142HG MIR600HG MOB3A MORN1 MPP3 MRI1 MX2 MXRA5 MYL2 N4BP2L2 NAMPT NBN NBR2 NCOA7 NEDD4L NEFL NETO1 NEXN NFKB1 NFKB2 NINJ1 NIPAL4 NKAIN3 NKX3-1 NLRP14 NOX1 NOX4 NPAS3 NPHP3-AS1 NRAP NRL NT5C3A OAS1 OAS2 OAS3 OASL OGFRP1 OR7C1 OSM OSR2 OTUD7B OXGR1 PALM2AKAP2 PDLIM5 PDXP-DT PLAAT5 PLAUR PLPP3 PML PNLIP PNLIPRP1 PNMA2 PNMA8A PPFIA2 PPP1R15A PPP1R26-AS1 PRICKLE2-AS3 PTGS2 PTPN1 PTPN21 PTX3 PXDN PYY RAB39A RAB3B RAB6B RAPGEF2 RAPGEF5 RAPH1 RBBP6 RBM34 RCN3 RDX REL RELA RELB RIGI RIPK1 RNF144B RNF148 RNF19B RORA-AS1 RPE65 RPS2P45 RPS6KA5 RPTN RTP4 S100A7A SCGB1D1 SCN2B SDC4 SEC14L4 SEMA6A SEMA6C SERPINB2 SERPINE1 SGPP2 SHD SIAE SIK3 SLC1A2 SLC24A1 SLC25A28 SLC26A9 SLC28A1 SLC28A2 SLC2A11 SLC5A1 SLFN5 SNAI1 SNN SNTG1 SNTN SOCS1 SOX21 SPATS2 SPEF2 SPON1 SPSB1 SRC SRGAP1 SSTR2 ST7-AS1 STAT5A STBD1 STC2 STMN4 SULT1E1 SYCE1 SYDE1 SYT9 TBX20 TDRP TEC TEX33 TGIF2LX TGM1 TIMM50 TLR2 TLR7 TM4SF18 TMEM35A TMEM67 TMPRSS6 TNF TNFAIP2 TNFSF9 TP53INP2 TP73 TPD52 TPSD1 TRIM36 TRIP10 TSLP TTC9 UBE2FP1 UPB1 UPK2 USF3 USP12P1 USP18 VCX VWF WNK4 WNT5A WTAP ZBTB10 ZC3H12A ZC3H12C ZC3HAV1 ZFX ZNF471 ZNF815P ZNF876P ZNFX1 ZHOU_PANCREATIC_BETA_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHOU_PANCREATIC_BETA_CELL FOXA1 FOXO1 HNF1A HNF4A ISL1 MAFA NEUROD1 NKX2-2 NKX6-1 PAX6 PDX1 ZHOU_PANCREATIC_ENDOCRINE_PROGENITOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHOU_PANCREATIC_ENDOCRINE_PROGENITOR ARX ISL1 MAFA MAFB MLXIPL MYT1 NEUROD1 NEUROG3 NKX2-2 NKX6-1 PAX4 PAX6 POU3F4 VDR ZHOU_PANCREATIC_EXOCRINE_PROGENITOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHOU_PANCREATIC_EXOCRINE_PROGENITOR FOXA2 HHEX HNF1B HNF4A MNX1 NR5A2 ONECUT1 PDX1 PROX1 PTF1A SOX9 ZHOU_TNF_SIGNALING_30MIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHOU_TNF_SIGNALING_30MIN ATF4 ATP5MC2 CCN1 CD5 CDC123 CLIC1 COPS2 CTNNB1 CXCL1 DDX56 DUSP1 EEF2 EGR1 ERGIC3 HDLBP HMGA1 HNRNPU HSPB1 IER2 IFI27 IGFBP5 JUNB KALRN KLF10 KRT14 MAP2K1 MCM7 MRPL36 NDUFA13 NFKBIA PATJ PDIA3P1 PHB1 PIR PLP2 PPP2R1A PRDX2 PRDX5 PSMB7 PTGS2 PTMS RPL10 SF3B2 SIGMAR1 SLC39A1 TAGLN2 TMF1 TNFAIP3 TRAP1 TUBA4A TUBB4B ZHOU_TNF_SIGNALING_4HR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHOU_TNF_SIGNALING_4HR ACLY CCL2 CCN1 CCNC CD59 CDC34 CMPK1 CXCL1 DROSHA EBP EEF2 ELOVL5 FAM50A FBN1 GADD45A GDI2 GINS2 IL32 ITGB2 KALRN KEL KIT MAN2A1 MYL12A MYL6 NCL NFKB1 NFKBIA OAZ1 PCMT1 PLP2 PPP1R10 PRDX1 PRELID3B PSMB7 PSMB8 PTGES RPL10 RPL27A RPS23 RPS8 SEM1 SF3A3 SNX12 SOD2 TGFBR3 TNIP1 TPR TSPAN3 TUBA4A ZHU_CMV_24_HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHU_CMV_24_HR_DN ABL1 ACKR3 ACO1 ACTA2 ACTG1 ADM ADRA2A AHR AKR1C1 ANPEP ANXA1 BCL2 C1R C7orf50 CCND1 CD151 CDH11 CFD CHN1 CNN2 COL1A1 COL1A2 COL3A1 COL5A2 COL6A2 CRHBP CXCL12 CYP1B1 DDR2 EFEMP1 EPO F7 FKBP10 FLNA FTL GAS1 GPX1 HIVEP2 HSD17B2 ID2 IGF1R IGF2 IGFBP3 IGFBP5 LAMA4 LAMB2 LOX MATK MBL2 MITF MN1 MYLK NFIC NR3C1 PABPC1 PAFAH1B1 PDGFRA POSTN PTGIS PTPN13 PYCR1 RAB13 RUNX1 SERPINB6 SERPINE1 SGCG SULT1E1 TAGLN TENT5A TFAP4 TGFBR3 THBS1 THBS2 TIMP3 TMEM198B TNFRSF1A TNNI3 TPM2 TPM4 TRAM2 UBL4A VCAN WEE1 XPC ZHU_CMV_24_HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHU_CMV_24_HR_UP ALAS1 ATP6V1C1 BCL7B CD55 CSE1L EGR1 EIF1AX EIF4A1 EIF4E EIF5 EMP2 ENO1 ENO2 FGFR1 GAL GBP1 GCH1 GGCX GORASP2 GRPEL1 HLA-E HSPA1A HSPE1 IDH3A IFI27 IFI6 IFITM1 IL11 IL7R IMPA1 IRF1 ISG15 KDM5C LATS2 LIG4 MANF MARK2 MLLT11 MX1 NAA30 NAMPT NFKB1 NFKBIA NPM1 NR4A1 NUBP1 NUP93 OAS1 PDP1 PFKP PIM1 PLA2G4A PNP POLR2K PSMA2 PSMA3 PSMA6 PSMB2 PSMC1 PSMD2 PSMD6 RAB2B RANBP1 RB1 REC8 SAR1A SCARB2 SLC39A14 SNRPA1 SNRPB2 SRF SRSF7 SSR1 STIP1 SYNGR2 TAP1 TFPI2 TRIM21 TRIM22 TUBA4A TUBB2A UBE2S ZHU_CMV_8_HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHU_CMV_8_HR_DN AARS1 ACO1 ACVR2A ADH1B ADM ADRA2A AHR AKR1C1 ANAPC1 ANP32A APOE AR BMP4 CDC25B CEBPD DDIT4 ENG ERCC5 FBLN1 FGF7 GAS1 HNMT ID2 IGF1R IGFBP2 IL6ST ITSN1 LMNA MAPK14 MARCKS MMP1 MN1 MYH9 NR2F2 NR3C1 RALGDS RBMS1 RUNX1 TCF7L2 TFAP2A TFAP4 TGFBR3 TMEM198B TNFRSF1A TP53BP1 USP4 WEE1 ZCCHC9 ZFP36L1 ZNF521 ZHU_CMV_8_HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHU_CMV_8_HR_UP ALAS1 ATF5 BCL7B BRCA2 CCL5 CD55 CXCL10 DNAJA1 EGR1 GBP1 GCH1 GTF2B H2AC18 HLA-E IDO1 IFI6 IFITM1 IFNB1 IL11 IL6 IRF2 ISG15 LGMN MSX1 MX1 MX2 NAMPT NR4A1 NR4A3 OAS1 OAS2 PLA2G4A PML PSMB8 PTGS2 RIPK1 SLC39A14 SP100 TNFAIP3 TRIM21 WARS1 ZHU_CMV_ALL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHU_CMV_ALL_DN AARS1 ABL1 ACKR3 ACO1 ACTA2 ACTG1 ACVR2A ADH1B ADM ADRA2A AHR AKR1C1 ANAPC1 ANP32A ANPEP ANXA1 APOE AR BCL2 BMP4 C1R C7orf50 CCND1 CD151 CDC25B CDH11 CEBPD CFD CFHR1 CHN1 CNN2 COL1A1 COL1A2 COL3A1 COL5A2 COL6A2 CRHBP CXCL12 CYP1B1 DDIT4 DDR2 EFEMP1 ENG EPO ERCC5 F7 FBLN1 FGF7 FKBP10 FLNA FTL GAS1 GPX1 HIVEP2 HNMT HSD17B2 ID2 IGF1R IGF2 IGFBP2 IGFBP3 IGFBP5 IL6ST ITSN1 LAMA4 LAMB2 LMNA LOX MAPK14 MARCKS MATK MBL2 MITF MMP1 MN1 MYH9 MYLK NFIC NR2F2 NR3C1 PABPC1 PAFAH1B1 PDGFRA POSTN PTGIS PTPN13 PYCR1 RAB13 RALGDS RBMS1 RUNX1 SERPINB6 SERPINE1 SGCG SULT1E1 TAGLN TCF7L2 TENT5A TFAP2A TFAP4 TGFBR3 THBS1 THBS2 TIMP3 TMEM198B TNFRSF1A TNNI3 TP53BP1 TPM2 TPM4 TRAM2 UBL4A USP4 VCAN WEE1 XPC ZCCHC9 ZFP36L1 ZNF521 ZHU_CMV_ALL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHU_CMV_ALL_UP ALAS1 ATF5 ATP6V1C1 BCL7B BRCA2 CCL5 CD55 CSE1L CXCL10 DNAJA1 EGR1 EIF1AX EIF4A1 EIF4E EIF5 EMP2 ENO1 ENO2 FGFR1 GAL GBP1 GCH1 GGCX GORASP2 GRPEL1 GTF2B H2AC18 HLA-E HSPA1A HSPE1 IDH3A IDO1 IFI27 IFI6 IFITM1 IFNB1 IL11 IL6 IL7R IMPA1 IRF1 IRF2 ISG15 ITGA8 KDM5C LATS2 LGMN LIG4 MANF MARK2 MLLT11 MSX1 MX1 MX2 NAA30 NAMPT NFKB1 NFKBIA NPM1 NR4A1 NR4A3 NUBP1 NUP93 OAS1 OAS2 PDP1 PFKP PIM1 PLA2G4A PML PNP POLR2K PSMA2 PSMA3 PSMA6 PSMB2 PSMB8 PSMC1 PSMD2 PSMD6 PTGS2 RAB2B RANBP1 RB1 REC8 RIPK1 SAR1A SCARB2 SLC39A14 SLC7A5 SNRPA1 SNRPB2 SP100 SRF SRSF7 SSR1 STIP1 SYNGR2 TAP1 TFPI2 TNFAIP3 TRIM21 TRIM22 TUBA4A TUBB2A UBE2S WARS1 ZHU_SKIL_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHU_SKIL_TARGETS_DN BIRC5 CCNA2 CCND3 CCNE2 CDKN2C EMP1 MYO18A TGFBR3 TJP2 ZHU_SKIL_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHU_SKIL_TARGETS_UP CCNG2 CDKN1A DCN DENND2B ECM2 EGFR ENPP2 FN1 GADD45A HYOU1 IGFBP1 ITGA2 JUNB MMP16 PLAU PPP1R15A RHOQ SEL1L SERPINE1 VEGFA ZIRN_TRETINOIN_RESPONSE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZIRN_TRETINOIN_RESPONSE_DN ABI3BP C3AR1 CLTC GREM1 P2RY2 PFN1 ZIRN_TRETINOIN_RESPONSE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZIRN_TRETINOIN_RESPONSE_UP AKAP12 CCL2 CCN2 DHRS3 IQCK LAMA4 NID2 PLAAT4 PLAUR PLGLB1 PLK2 RARB RARG SLC38A2 SLCO2A1 TAL1 THSD4 TINCR VGLL3 VMP1 ZIRN_TRETINOIN_RESPONSE_WT1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZIRN_TRETINOIN_RESPONSE_WT1_DN AQP1 ECE1 KRBOX4 SCAF11 TLR5 TYSND1 ZIRN_TRETINOIN_RESPONSE_WT1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZIRN_TRETINOIN_RESPONSE_WT1_UP AKAP12 CAPN7 CLDN11 COTL1 DHRS3 DLC1 ETV1 GDE1 IGFBP3 IGFBP6 ITGA1 KANSL3 KIT LRRC32 NAV2 PDGFRA PLAUR RARB RARRES1 SMAD3 SNX8 TAL1 ZNF133 ZWANG_CLASS_1_TRANSIENTLY_INDUCED_BY_EGF https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZWANG_CLASS_1_TRANSIENTLY_INDUCED_BY_EGF ABHD2 ABL2 ABRAXAS2 ACAN ACKR3 ACOT4 ACOX3 ACTBL2 ADAM17 ADAMTS1 ADAMTS15 ADAMTS6 ADAMTSL2 ADRB2 AFDN AFF4 AGO2 AGO4 AGTR2 AHCTF1 AHR AKAP12 AKAP13 AKIRIN1 AMOTL2 ANGPTL4 ANKRD12 ANKRD13A ANKRD28 ANOS1 AQP3 ARAP2 AREG ARFGAP3 ARHGAP21 ARHGAP23 ARHGAP6 ARHGEF2 ARHGEF3 ARID5B ARL13B ARL15 ARL4C ARL8A ARPP19 ARSI ATF1 ATG101 ATL1 ATP2C2 ATP6V0A1 ATP9A AVPI1 AXIN1 B3GNT2 B4GALT4 BACH1 BBS10 BBS9 BCAR1 BCAR3 BCL10 BCL2L1 BCOR BEND7 BEST2 BIRC2 BMAL1 BMP2K BNC1 BTG1 C10orf120 CAB39 CACNG2 CALD1 CAMK2D CBLB CBX4 CCDC68 CCN1 CCNA1 CCNL2 CCNT1 CCT6A CD244 CD274 CDCP1 CDK17 CDK2AP1 CDV3 CEBPG CEP290 CHD1 CHST15 CIBAR1P2 CITED4 CLDN12 CNN2 CNN3 COL4A1 COL4A6 COQ10B COX6CP4 CPNE8 CREBZF CRIM1 CRYBG2 CSGALNACT2P1 CSRNP2 CSRP1 CTBP2 CTSH CYTH1 DAAM1 DAPK3 DCAF4 DDIT4 DDX55 DDX59 DENND2C DGKD DIPK1A DIPK2A DKC1 DLX2 DNAAF9 DNM1P47 DOCK5 DOP1A DST DUSP10 DUSP4 DUSP7 DYRK1B EDN2 EEF1A1 EEF2K EFNB2 EGR2 EHD1 EHD4 EIF5 EIF5A2 ELOVL7 ENO2 ENSG00000238485 ENTPD7 EPGN ERC2-IT1 EREG ERVK-28 EXT1 FABP3P2 FAM210A FAM83G FBXL3 FBXO31 FBXO33 FHIP1A FHL2 FILIP1L FMN1 FNBP1L FOSL1 FOXC1 FOXD1 FOXN2 FRMD8 FST GABRQ GADD45A GADD45B GAPT GASAL1 GBP1 GBP3 GCLC GDF3 GHSR GLRA2 GPC2 GPRC5A GPRC5B GPRC6A GRAMD2B GRK6 GRM4 H2AC1 H4C4 HAP1 HAS2 HERC3 HIF1A HIPK3 HLA-DOA HOMER1 HSH2D HUNK HYCC1 ID1 IER2 IER5 IFFO2 IFIT5 IL1R1 IL20 IL6R IL6ST ING2 INSIG2 IRF1 IRF2BP2 IRS2 IRX3 IRX5 ITGB1 ITGB6 ITGB8 ITPKC ITPRID2 JAG2 JARID2 JUN JUND KBTBD2 KBTBD4 KCNE1 KCNH4 KCNJ15 KCTD10 KCTD9 KCTD9P3 KIAA0513 KIAA1217 KLF6 KLF7 KLHL21 KRT16 L1TD1 LAMA3 LAMB3 LAMC2 LBH LDHAL6A LDLR LEKR1 LIF LINC-PINT LINC00115 LINC00319 LINC01106 LINC01341 LINS1 LIPG LMAN1L LRCH1 LRIG2 LRRC4 LRRC8A LRRC8C LRRFIP1 LTA LTO1 LY6G6C LYN LYPD5 LYST MACIR MAGI1 MAK16 MAP2K3 MAP3K14 MAPK6 MARS2 MAT2A MATN2 MBLAC2 MEF2D MEG8 MET MFSD6 MGAM MIDN MIGA1 MIR100 MIR17 MIR221 MIR23AHG MIR503HG MNT MOCS3 MPRIP MYC MYD88 MYO1E MYO5B NABP1 NEDD4 NEDD4L NEDD9 NEK7 NFAT5 NIPAL1 NLRP4 NOC3L NOCT NPHP3 NRIP1 NRP1 NT5DC3 NUFIP1 NUMBL NXT1 OPTC OR10G7 OR4F15 OSBPL2 OSBPL3 OSR2 OTX2 OXSR1 OXTR PABPC1P2 PALLD PALM2AKAP2 PARD6B PARM1 PARP12 PARP14 PCDH7 PCID2 PDCD1LG2 PDLIM5 PDP2 PGM2L1 PHACTR3 PHLDA2 PIM1 PIM3 PIP PIP5K1A PIP5K1P1 PITX3 PLAU PLCXD3 PLK3 PMAIP1 PNPLA8 POU5F1B PPAT PPP1R2 PRKAG2 PRKCH PRSS22 PSCA PSORS1C1 PTGER2 PTGER4 PTGER4P2 PTK2B PTMS PTP4A1P7 PTPN1 PTPRE PTX3 PVR RAB39B RAB6A RAB8B RAPGEF5 RASSF5 RASSF8 RASSF9 RB1 RBAK RBMS1P1 RCAN3 REEP3 RGMB RHOB RHPN1-AS1 RHPN2 RIGI RIPPLY1 RN7SKP296 RN7SL854P RNA5-8SP4 RNA5SP156 RNA5SP323 RNASE8 RNF19A RNF19B RNF212 RNF217 RNF25 RNH1 RNU1-72P RNU6-1274P RNU6-251P RNU6-278P RNU6-411P RNU6-433P RNU6-461P RNU6-643P RNU6-799P RNU6-837P RNU6-851P RNU6-926P RNU6-957P RNU6-959P RNY3P7 RPL7L1P19 RPS4Y1 RPS6KA3 RPS6KA5 RPS8 RUSC2 S100A16 S1PR3 SAT1 SCARNA15 SCHIP1 SDC4 SDCBP2 SDE2 SDR16C5 SEMA7A SEPTIN10 SERPINB2 SERPINB4 SERPINB8 SERPINC1 SERTAD1 SGK1 SGMS1 SGTB SH3BP5 SH3RF1 SH3TC1 SHB SHISA3 SHISA6 SHROOM3 SINHCAF SIPA1L2 SKIL SLC12A7 SLC19A2 SLC25A16 SLC25A25 SLC26A2 SLC36A2 SLC38A2 SLC6A5 SLC7A14 SLK SLPI SMAD3 SMCO3 SMOX SNAI2 SNAPC1 SNORA70 SNORD116-4 SOCS2 SOCS5 SOCS6 SOX9 SPAG5 SPINK14 SPRY2 SPRY4 SRD5A2 SRF SRGAP1 SSBP2 ST3GAL1 STAMBPL1 STK17A STK17B STK31 STK40 SULF1 SUN1 SYBU SYNJ2 TAF2 TAF5L TAFA2 TBC1D2 TBC1D8 TBPL2 TCAF1 TCAF2 TEX33 TEX36 TFAP2C TGFA TGFB2 THBS1 TIAM1 TLR2 TM4SF1 TMEM117 TMEM131L TMEM40 TNC TNFAIP1 TOLLIP TOMM34 TPBG TPM4 TPTE2P3 TRAF6 TRIM16 TRIM39 TRIM50 TSC22D1 TSLP TUFT1 UBE2H UBE3A URGCP USP11 USP12 USP12P1 USP38 USP6NL VCL VEGFA VEGFC VWA5B2 WDR1 WDR35 WDR75 WRN WTAP XCL1 XCL2 ZFAND5 ZFP1 ZFP36 ZFP36L2 ZNF2 ZNF217 ZNF281 ZNF536 ZNF557 ZNF57 ZNF800 ZWANG_CLASS_2_TRANSIENTLY_INDUCED_BY_EGF https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZWANG_CLASS_2_TRANSIENTLY_INDUCED_BY_EGF ANXA2P3 ARHGAP29 ARL14 BLID CCN2 CCNJ CDC42EP2 CHIC2 CITED2 CLCF1 CLIC3 CLK1 DZIP1L EGR1 EGR3 ENC1 ERRFI1 F3 FHDC1 FSTL1 GFPT2 GLIPR1 GLS HOXB8 HOXC13 HS3ST1 HSPA8 IL7 INHBA JAM2 KIR2DL4 KLF10 KLF5 KRTAP2-4 LIFR LMNTD1 LY6G6C NAB2 OSR1 PAX9 PRXL2C PTHLH PXDC1 RGCC RNF24 RNU6-957P RNVU1-15 RNVU1-19 SMAP1 SPHK1 SPOCD1 TAF1D TAGLN ZNF189 ZWANG_CLASS_3_TRANSIENTLY_INDUCED_BY_EGF https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZWANG_CLASS_3_TRANSIENTLY_INDUCED_BY_EGF ADAMTS9 ADGRF4 ADM AFF1 ANO6 APOBEC3B ARHGAP42 ARL5B ASAP2 ATF3 ATXN1 B3GNT5 BCL3 BHLHE40 BIRC3 BLZF1 BTBD3 C3orf52 CAMSAP1 CASP9 CAVIN2 CCDC71L CCL20 CCNL1 CD55 CEBPD CEMIP2 CHMP1B CLDN1 CLDN4 CLDND1 COBL CPEB2 CRIP2 CSNK1E CSRNP1 CXCL1 CXCL2 CXCL8 DBP DCUN1D3 DENND3 DLC1 DMBT1 DNMBP DPP4 DUSP1 DUSP14 DUSP5 EDN1 EIF2AK3 ELF3 ELL2 EMP1 EPHA2 ERVK-28 ETS1 ETS2 EZR F2RL1 FAM83B FBXL2 FERMT2 FKBP5 FNDC3A FOS FOSB FOSL2 FOXA1 FRMD4B FRMD6 GABPB1 GALNT7 GATA6 GEM GPCPD1 GSE1 HBEGF HES1 HIVEP2 HOXA1 HRH1 IER3 IFNE IGF1R IL1A IL1B IL1RAP IL1RN IL6 IPPK IRF2BPL ITGA2 ITPRIP JAG1 JOSD1 JUNB KDM6B KIAA0040 KLF13 KLF16 KLF3 KLF4 KLK6 KRT12 LATS2 LINC00842 LMO7 LRATD2 MACC1 MAFF MAFK MAP3K8 MBNL2 MBP MCL1 METRNL MIR106B MIR23AHG MMP19 MOSMO MTF1 MTM1 MYADM MYPN NAB1 NAP1L1 NCEH1 NCL NCOA7 NDRG1 NFKB1 NFKB2 NFKBIZ NR4A1 NR4A2 NR4A3 NRG1 NUMBL OCLNP1 OLR1 OTUD1 PANX1 PDP1 PELI1 PER1 PER2 PFKFB3 PHLDB2 PLAC8 PLAUR PLK2 PLPP3 PPFIBP1 PPP1R14C PPP1R15A PPP1R3B PPTC7 PROS1 PSD3 PTGS2 PTP4A1 PURB PYGM RAP2B RAPGEF2 RASA2 RBMS1 RCAN1 RGS2 RGS21 RIMKLB RIMKLBP1 RIPK4 RN7SL368P RN7SL472P RN7SL600P RN7SL636P RN7SL815P RND3 RNU6-212P RNU6-74P RNU6-767P RORA RPUSD2 RUNX1 SBNO2 SEMA3A SEMA3C SERPINE1 SERTAD2 SGMS2 SH3BP4 SIK1 SLC20A1 SLC20A2 SLC22A13 SLC2A1 SMAD7 SNRK SOCS3 SOWAHC STEAP4 STK38L STX11 SYT12 TACSTD2 TFRC TGIF1 TIPARP TJP1 TJP2 TLE3 TMEM67 TNFAIP3 TOB1 TP63 TRIB1 TXNRD1 UGCG VGLL3 VMP1 VSNL1 VTRNA1-3 WEE1 WWC1 ZBTB38 ZC3H12A ZC3H12C ZFP36L1 ZNF202 ZSWIM6 ZWANG_DOWN_BY_2ND_EGF_PULSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZWANG_DOWN_BY_2ND_EGF_PULSE ADGRB3 AGAP4 ALOX12P2 ANKRD20A1 ANKRD20A21P ANKRD36B ANKZF1 ARL17A ARL4A ARMC12 ARMCX6 ARRDC3 ASPA BCL6 BCRP8 BORA BPIFA4P BRD8 BTG2 BTNL3 C11orf54 C17orf80 C6orf163 CARF CATSPER2 CCDC136 CCDC150 CCDC7 CCDC85C CCNF CDCA2 CDCA8 CDKN1B CDKN2C CENPL CEP43 CEP85 CES3 CIART CPEB3 CSAD CTSK CYP1A1 CYP2R1 CYTH2 DCLRE1A DCLRE1C DEPDC1 DEPDC7 DET1 DIPK1C DISP1 DLEU2 DNAJA1P5 DNAJB7 DNMT3B DPH5 DPY19L2P2 DRD5 E2F8 EAF2 ENSG00000238764 ENSG00000283403 ENSG00000291065 EPCAM EPM2AIP1 F8 FAM156A FAM217B FAM219B FAM226B FAM227A FAM27E3 FAM43A FAM72C FBXL8 FBXW7 FCER1A FIGN FNDC8 FZD4 GADD45G GALNT16 GAS2L3 GAS5 GAS6-AS1 GLIDR GMPPB GOLGA2P10 GPAM GTF2IRD2 GTSE1 GUSBP11 GVQW3 H2AC17 H2BC15 H2BC2P H2BC7 H2BP1 H2BP2 H3C6 HDHD3 HILPDA HINFP HMGB2 HSD17B7 HSP90B2P HYLS1 ID3 IFI44 IFRD1 INVS JPX KCNQ4 KCTD7 KIF18A KIF18B KIF5A KRBOX4 LBHD1 LERFS LIMD1-AS1 LINC00174 LINC00487 LINC01409 LINC01783 LINC02210 LINC03006 LIPT2-AS1 LOC124900356 LRIT1 LRRC37A LRRC37B LSP1 LYRM9 MEPCE MFSD9 MIR646HG MKKS MORN4 MT-ND4 MTMR11 MTND5P10 MTRFR MTX3 NAP1L4 NAPB NCR2 NDUFAF5 NMRAL2P NPPA OR1H1P OR2D3 OR2T34 OR52H1 OR5B3 OR7C2 OR7E106P PCLAF PDIK1L PDK4 PER3 PEX11A PGAP1 PGF PIK3C2B PIK3IP1 PLAG1 PLEKHF1 PLEKHF2 PLIN4 PM20D1-AS1 PNPLA3 POC5 POLH POLR1HASP PPIL3 PPM1D PPP1R32 PRSS37 PSRC1 PTPN20 PUM1 PVRIG RAD52 RASL11B RBM14 RBM4B RCOR3 RECK REV1 RN7SKP143 RN7SL166P RN7SL169P RN7SL468P RN7SL513P RN7SL832P RNA5SP129 RNA5SP151 RNA5SP195 RNA5SP474 RNA5SP62 RNPC3P1 RNU1-141P RNU4-35P RNU4-74P RNU4-89P RNU6-1054P RNU6-190P RNU6-72P RNY1P9 RPL21P53 RPL31P28 RPL7L1P4 RPS29 RSPO2 RSRP1 SEM1 SEMA6D SENP8 SESN1 SESN2 SKA1 SLC26A7 SLC38A11 SLC5A12 SLX4 SMG9 SNORA46 SNORA72 SNORA74C-1 SNORD116-19 SNORD59A SNORD7 SNURFL SPATA33 SPIN3 STAG3L1 STAG3L4 STARD7-AS1 STC2 SUV39H1 SYNRG TAS2R31 TCEANC2 TET1 TEX45 TIGD1 TIGD6 TMEM89 TMTC4 TOB2P1 TP53INP1 TP53TG1 TRIM31 TRIM51CP TRIM59 TROAP TSC22D3 TTC38 TUBD1 UQCC1 USP28 VAMP1 VAV3 VN2R1P VWDE WDR89 WNK1 XNDC1N ZBTB3 ZBTB7B ZC3H8 ZFP62 ZKSCAN5 ZNF107 ZNF117 ZNF138 ZNF181 ZNF225 ZNF280D ZNF283 ZNF287 ZNF30 ZNF302 ZNF33A ZNF354B ZNF37A ZNF429 ZNF431 ZNF436-AS1 ZNF440 ZNF441 ZNF454 ZNF470 ZNF483 ZNF493 ZNF510 ZNF526 ZNF564 ZNF587 ZNF589 ZNF630 ZNF646 ZNF658 ZNF678 ZNF684 ZNF687 ZNF714 ZNF717 ZNF721 ZNF724 ZNF732 ZNF738 ZNF740 ZNF767P ZNF780B ZNF79 ZNF792 ZNF805 ZNF875 ZSCAN22 ZWANG_EGF_INTERVAL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZWANG_EGF_INTERVAL_DN AATK ABHD8 ABTB2 ACAP1 AGFG2 AHNAK2 AKAP13 AKAP9 ANKRD11 AP4M1 AR ARHGAP24 ARHGEF37 ARL14 ARMC7 ARRDC2 ARSA ATOH7 ATOSA BCAR3 BCL9 BMP4 BTG1 C1orf210 CA2 CA5B CASZ1 CCDC181 CCNL1 CD248 CDC42BPG CDC42EP4 CDIP1 CDK9 CEBPB CEP68 CFAP69 CHRNA7 CITED4 CLDN7 CLN3 COQ8A CORO6 CPEB3 CRACR2A CXCR2 CXXC5 CYB5D2 DAAM1 DAB2IP DAPK1 DAPK3 DELE1 DKK1 DUSP10 EHF EIF3A EIF4A1 ELF3 EMP2 ENSG00000238326 ETFDH FAM131B FBXO2 FGD4 FNBP1L FTH1P4 FTHL17 FTMT FYB1 GABARAP GABBR1 GABRB1 GIGYF1 GJB3 GLRX GRB7 HCFC1R1 HCP5 HES1 HFE HIGD2A HOXA-AS2 HOXA1 HOXA5 IFIT1 IFT172 IKZF5 INAVA ING4 IRF1 IRF2BPL IRX3 JADE2 JAG2 JMY JUNB KAT6B KCNS3 KCTD11 KDM5B KIAA1191 KLF10 KLF3 KLF8 KLF9 KLK10 KRT12 LAMA5 LARGE2 LINC01126 LLGL2 LRCH2 LY6E MADD MAP3K12 MARCHF9 MATN2 MBP MED28 METTL23 MINDY1 MMP28 MRTFA MT-CYB MXD3 MXI1 MXRA7 NDUFAF3 NDUFS7 NDUFS8 NINJ1 NOB1 NOS2 NUDT2 OR10R3P OSBPL7 OSR1 OVOL2 PAPPA-AS1 PARD6B PDLIM4 PHACTR3 PHLDB1 PIH1D2 PIK3R1 PLAAT4 PLAU PLD1 PLEKHA7 PLEKHH3 PNPO PPDPF PRKCD PSCA PTTG3P PYCARD RAB25 RALGDS RBMS1P1 REEP4 RETREG3 RHOB RHOD RING1 RIPK4 RN7SKP129 RN7SKP161 RN7SKP231 RN7SKP250 RN7SKP71 RN7SL368P RN7SL516P RNA5SP172 RNA5SP403 RNA5SP440 RNASE7 RNF141 RNF44 RNU4-2 RNU4-53P RNU6-600P RNU6-647P RNU6-702P RNU6-878P RPAIN RPL10P3 RPL12 RPS6KA5 RTKN SAMSN1 SCAPER SELENOM SERPINE1 SFT2D3 SIN3A SLPI SNAI2 SNORA70 SNORD56B SOX4 SOX7 SPATA13 SPSB1 SREBF1 ST6GAL1 SYT8 TBC1D2B TESK2 TFAP2C TFCP2L1 TICAM1 TIMP3 TLCD1 TMEM101 TMEM125 TMEM138 TMEM165 TMEM179B TMEM256 TMSB4XP2 TNFSF10 TOMM34 TOMM40L TPD52L1 TPP1 TRERF1 UNC5B URB1-AS1 VTRNA3-1P WNT9A YPEL3 ZBTB11-AS1 ZC3H12A ZC4H2 ZFP36 ZNF585A ZNF608 ZWANG_EGF_INTERVAL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZWANG_EGF_INTERVAL_UP ACSL4 ADAM32 AKR1D1 ANKS6 ATP13A3 B4GALT6 C6orf58 CA8 CAPN6 CCL24 CHDH CLCN6 CLDN15 CLEC18C CRISP2 CSMD3 DHRS7C DNAJB9 DNHD1 DSEL EEF1D ENSG00000215838 ENSG00000252765 EXD3 FAM90A27P FCN1 GLDN GNB3 GOLGA6L1 GPAT2 GPAT3 GSDMC HOXB1 ING5 INSIG1 INTS2 KCNA10 KCND1 KCNQ3 KIFC3 KIR3DL1 KIR3DL2 KLF3-AS1 KRT81 KRTAP5-10 KRTAP5-11 LBHD1 LINC00308 LINC00328-2P LINC00474 LINC02693 LINC02910 LRRC66 MARCHF4 MCM6 MEGF11 MIR129-1 MIR193A MIR26A1 MROH7 MSANTD2 MT-TC MUC20 MYH15 OLFML2A OPCML OSMR PANK1 PPP1R17 PRH2 PTCH2 RASIP1 RBM12B RBM14 RN7SL497P RN7SL607P RN7SL824P RNA5SP190 RNU1-74P RNU4-65P RNU6-429P RSKR SDK1 SELENOI SEPTIN5 SH2D4A SLC10A5 SLC25A24 SLC25A30 SLC33A1 SLC34A1 SLC39A8 SLC7A11 SLFN5 SMG1 SNORD30 SPDYE1 TEAD1 TMEM140 TMEM156 TRIM73 UAP1 UBASH3B USP17L2 USP17L6P UVSSA XAGE3 ZDHHC11 ZKSCAN4 ZNF134 ZNF202 ZSCAN5A ZWANG_EGF_PERSISTENTLY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZWANG_EGF_PERSISTENTLY_DN ABCC3 ACOT11 ALOX5AP ANKH ARHGEF10 ASB16-AS1 CCNDBP1 CTC1 DALRD3 DHPS DNAJC17 DOCK10 EOLA1-DT EPB41L1 EPHB2 ERVMER34-1 ESAM EYA2 FARS2 FHOD3 FOXP1 GJA1 HCAR1 HECTD3 HOOK2 HSD11B1 IFITM10 ITPR3 KLHDC2 LSM14B MACROD1 MARCKS MARVELD1 MILR1 MTRR NBEAL2 NECTIN1 OR5D14 OR7E15P OR7E21P ORMDL2 PCK2 PGAP2 PIGV POLD4 RFC1 RPE RPP25L RWDD2B SAMD15 SLC16A5 SLC2A9 SLC6A14 SPC24 SYN3 TENM4 TMEM126A TNS2 TRPT1 TSPAN1 TTC7A UNC93B1 ZWANG_EGF_PERSISTENTLY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZWANG_EGF_PERSISTENTLY_UP ACSS2 CALU CCDC149 CPA4 CYP51A1 DYNC1LI1 ERG28 FAM169A FAM98A HMGCR HSDL2 IDI1 IFIT3 IHO1 KLHL7 LANCL2 ME1 NSDHL OASL OGDH POR PRUNE2 PUS10 RADX RBFOX1 RHOBTB2 RNF216 RNF227 SERPINB7 TCEA2 THAP12P1 THEGL TMTC1 UGDH ZWANG_TRANSIENTLY_UP_BY_2ND_EGF_PULSE_ONLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZWANG_TRANSIENTLY_UP_BY_2ND_EGF_PULSE_ONLY A2M ABCA3 ABCB1 ABCB4 ABCB5 ABCC4 ABHD16B ABHD17A ABTB2 ACADL ACHE ACOT6 ACOXL ACOXL-AS1 ACRBP ACSM1 ACSM2A ACSM3 ACSS2 ACTA2-AS1 ACTL6B ACTL9 ACTRT1 ADAM11 ADAM18 ADAMDEC1 ADAMTS10 ADAMTSL1 ADCY10 ADGRD1-AS1 ADGRD2 ADGRE2 ADGRE3 ADGRE5 ADGRG4 ADORA2A ADPRS ADRA1B ADRA1D ADRA2A ADRA2C AGAP2 AGER AGTR1 AJM1 AK8 AKAP3 ALDH1A1 ALDH1A2 ALG1 ALKAL2 ALKBH8 ALLC ALOX15 AMER1 AMIGO2 AMPD1 ANGPTL7 ANK1 ANKFN1 ANKLE1 ANKRD1 ANKRD13B ANKRD33B ANKRD34C ANKRD37 ANKRD45 ANKRD53 ANKS1B ANO3 ANO5 ANXA2R APBB2 APCS APOA5 APOBR APOF AQP12A AQP8 ARID5A ARIH2OS ARSH ARSJ ASB6 ASCL1 ASGR2 ASPDH ASPN ASPRV1 ATCAY ATG16L1 ATG9B ATOSB ATP13A4 ATP2B1 ATP2B3 ATP6V0E2-AS1 ATP6V1G3 ATRNL1 ATXN7L2 AURKC AZU1 B3GNT3 B4GALNT3 BAALC-AS2 BACH2 BAHCC1 BAIAP2-DT BAMBI BCHE BCL2L2 BCORL1 BEX1 BHLHA9 BIN2 BIRC7 BLOC1S3 BMAL2 BMI1 BMP5 BPIFB4 BPIFB9P BRINP1 BRINP2 BRIP1 BRS3 BRSK1 BSPH1 BSPRY BSX BTBD8 BTBD9 BTNL3 BTNL9 C10orf90 C10orf95 C11orf21 C11orf24 C11orf40 C11orf42 C11orf68 C11orf86 C14orf93 C15orf48 C16orf78 C17orf58 C1QL3 C1QL4 C1QTNF2 C1QTNF8 C1orf146 C1orf216 C1orf35 C1orf68 C20orf85 C2CD6 C2orf27A C2orf50 C4orf17 C4orf50 C6orf118 C6orf141 C6orf47 C9 C9orf153 CACNA1A CACNA1C CACNA1F CACNA1S CACNA2D1 CACNG1 CACNG6 CALU CAMK2B CAND2 CAPN9 CAPRIN2 CARD19 CARNMT1 CASKIN1 CASP12 CASQ2 CATSPER1 CATSPERE CATSPERG CBARP CBLC CBLN1 CBS CBX1P5 CBX8 CBY2 CCDC105 CCDC110 CCDC142 CCDC148 CCDC167 CCDC175 CCDC181 CCDC187 CCDC198 CCDC38 CCDC42 CCDC60 CCDC83 CCDC96 CCKAR CCKBR CCL3 CCN5 CCND1 CCNF CCNP CCNQ CCR10 CCR3 CCR5 CD19 CD2 CD200R1L CD207 CD248 CD300E CD300LG CD302 CD48 CD52 CD58 CD79A CD83 CD8A CDH23 CDH7 CDH8 CDK5R2 CDKN2D CEACAM3 CEACAM6 CEBPE CELF4 CELF6 CEMP1 CENPT CEP72-DT CERS3 CES1 CES1P1 CES5A CFAP141 CFAP206 CFAP47 CFAP65 CFAP73 CFHR1 CGN CHAD CHD7 CHP2 CHRNA9 CHRNB1 CHST12 CHST6 CIB4 CIITA CIRBP-AS1 CKM CLCA1 CLCA3P CLCNKA CLDN14 CLDN5 CLDN9 CLEC20A CLEC2A CLEC3A CLEC3B CLEC4G CLIC1P1 CLIC5 CLIC6 CLIP2 CLK4 CLLU1-AS1 CMTM3 CMTM5 CNGA1 CNGB1 CNGB3 CNR1 CNR2 CNTD1 CNTN2 COL14A1 COL22A1 COL27A1 COL28A1 COL3A1 COL5A2 COL5A3 COL6A1 COL6A2 COL6A3 COL9A2 CORO2A CORO2B CPA3 CPA4 CPED1 CRACD CRACR2A CRB2 CREB3L1 CRIP1 CRIP1P4 CRNN CRX CRYAA CRYBA4 CRYBB3 CRYGB CRYGC CRYGN CSF1R CSF2RA CSF3 CSPG4P2Y CSRNP3 CT45A3 CT75 CTAG2 CTDSP1 CTHRC1 CTRB1 CTSE CTSG CTU1 CXCR5 CXCR6 CXXC4 CYB5R2 CYCSP39 CYP17A1 CYP2A6 CYP2U1 CYP4F11 CYSLTR2 CYSRT1 DAB2 DACT2 DANT2 DDAH1 DDC-AS1 DDX25 DDX28 DDX3Y DDX60L DEFB103B DEFB109A DEFB110 DEFB125 DELEC1 DGCR5 DGKZ DIRAS1 DIRAS3 DKC1 DKK1 DKK4 DLK1 DLX3 DMRT2 DNAAF1 DNAH10 DNAH6 DNAJA4 DNAJB4 DNAJB5 DNASE1L3 DNM1P34 DNMT3A DNTT DOC2B DOCK8-AS1 DOK7 DOT1L DPEP2 DPF3 DPP10 DPPA3P1 DPPA5 DPPA5P4 DPT DPYSL5 DRC1 DRC3 DRC7 DRD4 DSCAML1 DSG4 DUOXA1 DUS3L DUSP13 DUSP2 DUSP29 DUSP5P1 DUSP6 DUSP8 DUSP9 DUXA DYNLT4 EBF1 EBF2 EBF3 EDN3 EEF1B2 EEIG2 EEPD1 EFCC1 EFHD1 EFNA2 EFNA3 EGR4 EID2B EIF4A1P11 EIF4A1P13 EIF4A1P2 EIF4A1P3 EIF4A2 ELF5 ELK3 ELOVL4 EMILIN1 EMILIN2 EMILIN3 EML6 ENPP7 ENSG00000188897 ENSG00000200063 ENSG00000201957 ENSG00000202231 ENSG00000202517 ENSG00000206853 ENSG00000207171 ENSG00000207502 ENSG00000212604 ENSG00000233030 ENSG00000239096 ENSG00000267882 ENSG00000269155 ENSG00000280636 ENSG00000281863 ENTPD8 EPB41L3 EPHA1 EPX ERCC6 ERICH6 ERN2 ESPL1 ESPN ESPNP EWSAT1 EYA1 F11 F2 F2RL3 FADS6 FAIM2 FAM133A FAM136A FAM138F FAM151A FAM153A FAM161B FAM162B FAM177B FAM184B FAM201B FAM205C FAM20C FAM217A FAM27C FAM30A FAM50B FAM74A1 FAM81B FANCE FAXC FBLN2 FBXL7 FBXO24 FBXO41 FBXO46 FCAMR FCER2 FCHSD1 FCN1 FERD3L FEV FEZF2 FFAR3 FGD6 FGF11 FGF17 FGF19 FGF20 FGF22 FHL1 FHL3 FJX1 FLJ40288 FLNC FLT1 FMO4 FMO5 FMOD FNDC1 FOXC2 FOXD4 FOXG1 FOXJ1 FOXN1 FPGS FREM2 FREM3 FRMD1 FRMD5 FRMPD1 FRMPD2 FRMPD4 FSIP2 FTH1P14 FUOM FXYD1 FZD1 GAB4 GABRA1 GABRA3 GABRB2 GABRB3 GABRD GABRR1 GAL3ST3 GALK1 GALNT17 GAR1 GARIN5A GARIN5B GAS2L2 GATA4 GBA3 GBP4 GBP7 GBX2 GCC2-AS1 GCG GCNT1 GEMIN5 GFOD1 GFOD2 GGN GGNBP1 GGT3P GGTLC1 GIPC3 GJA8 GJB1 GJB3 GJC1 GJC2 GJC3 GLCE GLDN GLIPR1L1 GLIPR2 GLIS1 GLOD5 GLP2R GLRA4 GML GNAI3 GNG2 GOLGA6B GOLGA6L2 GOLGA8UP GP2 GPAT3 GPER1 GPR137B GPR139 GPR15 GPR158 GPR171 GPR179 GPR182 GPR22 GPR26 GPR4 GPR61 GPR63 GPR78 GPR83 GPRACR GPRASP2 GPRIN2 GPSM3 GPT GREM1 GRHL1 GRIA1 GRIA3 GRID1 GRIK1-AS1 GRIK2 GRIN2C GRIP2 GRM8 GSC GSTA2 GSTA3 GSTM5P1 GSTT1 GSX1 GUCA2A GUCY2D GUCY2F H1-7 H2BW2 HAPLN2 HAPLN4 HARS1 HAS1 HAS3 HBG1 HBQ1 HCG9 HDAC11 HEMGN HEPN1 HGD HGFAC HID1 HLA-DPA2 HMCN1 HMGA2 HMGB3P1 HMGN1P31 HMGN2P20 HMX2 HOXA10 HOXC9 HOXD12 HOXD13 HPCA HPCAL1 HPD HPGDS HR HRK HS3ST5 HSDL2 HSF4 HSF5 HSFX2 HSP90AA2P HSPA12B HSPA6 HSPA8 HSPD1P1 HTR3B HYDIN HYI ICAM2 ICOS IDI2 IDO1 IDO2 IFFO1 IFNGR2 IFNW1 IGF2-AS IGF2BP2-AS1 IGHV1OR15-1 IGKV1D-43 IGLV6-57 IGSF10 IGSF5 IHH IL12RB2 IL17D IL1F10 IL22 IL27RA IL2RG IL3 IL32 IL34 IL37 IL4 IL4R IL6-AS1 INF2 ING3 INO80C INSYN1 INSYN2A IP6K3 IQSEC2 IRAG2 IRAK2 IRF4 IRF7 IRF8 IRGC ISLR2 ISX ITGA11 ITGA5 ITGA7 ITIH1 ITIH6 JAKMIP1 JPH4 KALRN KASH5 KATNBL1 KAZALD1 KCNA6 KCNB1 KCNC1 KCNE2 KCNF1 KCNG1 KCNH3 KCNH6 KCNH8 KCNJ10 KCNJ12 KCNJ2 KCNJ3 KCNJ8 KCNJ9 KCNK10 KCNK7 KCNMB1 KCNMB2 KCNMB3P1 KCNV1 KCTD8 KEL KHDC3L KIAA0825 KIAA1614 KIR2DL1 KIR2DP1 KIR2DS5 KIR3DX1 KLC2 KLF1 KLF14 KLF17 KLHL1 KLHL30-AS1 KLK13 KLK15 KLK2 KLRB1 KPNA7 KRT16P2 KRT17P5 KRT18P55 KRT3 KRT71 KRT73 KRT80 KRT84 KRT8P11 KRTAP10-1 KRTAP10-12 KRTAP10-8 KRTAP2-1 KRTAP3-2 KRTAP5-3 KRTAP5-5 KRTAP9-1 L1CAM LAMA2 LAPTM5 LCE1A LCE1C LCE1F LCE3C LCK LCN12 LCN15 LCN1P1 LCN9 LCP2 LEF1 LETM2 LGALS13 LGALS7 LHX3 LHX5 LILRA2 LILRB5 LIM2 LINC00161 LINC00173 LINC00242 LINC00272 LINC00477 LINC00482 LINC00518 LINC00526 LINC00574 LINC00686 LINC00851 LINC00905 LINC00917 LINC00937 LINC00943 LINC01002 LINC01101 LINC01287 LINC01446 LINC01512 LINC01558 LINC01559 LINC01657 LINC01879 LINC02073 LINC02487 LINC02538 LINC02610 LINC02871 LINC02897 LINC02901 LINC02914 LINC02961 LINC03009 LINC03025 LINGO1 LIPH LIPI LLCFC1 LMO2 LMOD2 LMTK3 LOC124900517 LOC124901221 LOC124901858 LOC124902100 LOC124902101 LOC124902847 LOC124905292 LOC124906378 LONRF1 LOX LOXL3 LPCAT4 LPL LRFN2 LRRC3 LRRC32 LRRC38 LRRC71 LRRFIP1 LRRN1 LSP1 LST1 LTBR LTK LY6G6D LYG2 LYL1 LYZL4 LZTS3 M1AP MACF1 MAEL MAGEA5P MAGEA9 MAGEC2 MAGI2 MAK MALL MALT1 MAMSTR MANEAL MAP1LC3C MAP3K14-AS1 MAP3K4 MAP3K4-AS1 MAP7D2 MAPK15 MAPT-AS1 MB MBD3L2 MC4R MCF2L MCHR1 MDFI MDK ME3 MEFV MEGF6 MELTF MEP1A MESP2 METTL21C METTL7B MFAP4 MFSD12 MFSD2A MFSD6L MGAT4EP MGMT MICAL2 MIEF2 MIER2 MIR100HG MIR103A1 MIR106A MIR128-2 MIR129-2 MIR130B MIR134 MIR149 MIR150 MIR153-2 MIR154 MIR182 MIR187 MIR192 MIR202 MIR205 MIR208A MIR222 MIR31 MIR323B MIR3667HG MIR503HG MIR5087 MIR7-3HG MIRLET7A2 MIRLET7D MIRLET7E MIRLET7F2 MKRN3 MLX MMEL1 MOCS1 MORC4 MOV10L1 MPIG6B MPO MPPED1 MPZ MRGPRD MRGPRG-AS1 MRO MROH2B MS4A4A MS4A7 MS4A8 MSH5 MSI1 MSMB MSR1 MT-TS1 MTAP MTMR9LP MTUS2 MUC16 MUC4 MYADML MYBBP1A MYCNOS MYEOV MYH2 MYL7 MYL9 MYO15B MYO1D MYO7B MYOM3 MYOZ3 MYRIP N4BP2 NAALADL1 NANOS3 NAT8L NAXD-AS1 NBPF4 NCR1 NDNF NEB NEGR1 NEK3 NES NEU4 NEUROD2 NEUROG3 NEXN-AS1 NFAM1 NFATC4 NFE2 NGEF NGF NHSL2 NIBAN1 NIFK NKD1 NKX2-1 NKX6-3 NLGN2 NLRP12 NLRP6 NLRP9 NMNAT2 NMRK2 NMS NNMT NOB1 NOG NOP56 NOS2P1 NOTUM NPAP1P9 NPB NPC1 NPFFR2 NPHS1 NPM2 NPY2R NR1D1 NR5A2 NRXN1 NSUN7 NTF3 NTM NTSR2 NUDT9P1 NUP43 NXF5 NXNL2 NYAP1 NYX OASL OBP2A OBP2B OC90 OCRL ODAD1 OGDHL OLFM1 ONECUT1 OPALIN OPN1MW OPRD1 OR10A4 OR10AC1 OR10H3 OR10H5 OR10J1 OR10J5 OR10P1 OR11H4 OR13D3P OR13F1 OR14K1 OR1E2 OR1G1 OR1L3 OR1M1 OR1N1 OR1P1 OR2A14 OR2AE1 OR2I1P OR2J3 OR2K2 OR2L13 OR2M5 OR2N1P OR2T1 OR3A4P OR4C12 OR4C15 OR4D1 OR4D5 OR51A2 OR51F2 OR51J1 OR51L1 OR52A1 OR52B6 OR52N1 OR56B4 OR5BS1P OR5H6 OR5L1 OR5M5P OR6C65 OR6K6 OR6N1 OR6P1 OR6S1 OR7A11P OR7A17 OR7D1P OR7E13P OR8U3 OR9G4 OR9I2P OR9M1P ORAI2 ORM1 OSBP2 OTUD7A OTULINL OXCT2 P2RX1 P2RX2 P2RX3 P2RY4 P2RY8 PABIR3 PADI1 PAGE3 PAGE4 PAGE5 PAK3 PALD1 PALM3 PAPOLB PAQR8 PATE2 PAX1 PAX2 PAX6 PCBP3 PCDH10 PCDH12 PCDH9 PCDHA2 PCDHA3 PCDHB15 PCDHB18P PCK1 PDE11A PDE3B PDE4A PDE5A PDE6G PDE7B PDE9A PDGFD PDLIM2 PDLIM4 PDSS1P1 PDZD4 PDZRN4 PEBP4 PERM1 PEX5L PGA5 PGAM2 PGK2 PGPEP1L PHACTR2 PHC2 PHF13 PHF21B PHLDB3 PHOX2A PHYHIP PHYHIPL PI16 PIEZO2 PIK3CD-AS1 PIMREGP2 PIP5KL1 PIWIL1 PKD2L2 PKHD1L1 PKP2 PLA2G12AP1 PLA2G4C PLAGL2 PLCXD2 PLEKHG2 PLEKHG4B PLEKHG7 PLPPR3 PM20D1 PMP2 PNPLA1 PNPO PODN PODNL1 POLA1 POLR1B POM121L15P POM121L1P POM121L4P POP1 PORCN POTEE POTEH POU2AF1 POU2F2 POU2F3 POU3F4 POU5F2 PPARG PPIAP35 PPIF PPM1H PPP1R14A PPP1R16B PPP2R3A PPP3R2 PPRC1 PRAG1 PRAMEF10 PRAMEF12 PRAMEF5 PRB3 PRB4 PRDM1 PRDM14 PRDM4 PREB PREX2 PRKAR2B PRM3 PROK2 PROSER2 PROSER3 PROX1 PRR23B PRR32 PRR34 PRRT1 PRRX2 PRSS21 PRSS42P PRSS50 PRSS57 PSG6 PSORS1C1 PTGS1 PTK6 PTPRCAP PURG PVALEF PWP2 PWWP2B R3HDM4 RAB20 RAB37 RAB3A RAB43 RAB7B RAET1E RAG2 RAPH1 RASA4 RASD2 RASGEF1A RASIP1 RAX2 RBAK RBBP5 RBBP8NL RBFOX3 RBM38-AS1 RBMS1 RBMY1A1 RBP1 RBP2 RBPMS2 RCAN2 RCN3 RDH12 RDH13 RELT RESP18 RETN REX1BD RFX6 RGL3 RGS11 RGS19 RGS6 RGS9 RHEBL1 RHOU RIMBP3 RIMKLA RIMS1 RINL RIPOR2 RIPPLY3 RITA1 RLN3 RN7SKP106 RN7SKP126 RN7SKP139 RN7SKP144 RN7SKP151 RN7SKP16 RN7SKP161 RN7SKP165 RN7SKP168 RN7SKP207 RN7SKP208 RN7SKP213 RN7SKP214 RN7SKP230 RN7SKP257 RN7SKP26 RN7SKP281 RN7SKP286 RN7SKP29 RN7SKP37 RN7SKP74 RN7SKP8 RN7SKP89 RN7SL118P RN7SL122P RN7SL165P RN7SL178P RN7SL181P RN7SL197P RN7SL215P RN7SL221P RN7SL228P RN7SL229P RN7SL260P RN7SL269P RN7SL278P RN7SL288P RN7SL307P RN7SL319P RN7SL322P RN7SL336P RN7SL344P RN7SL384P RN7SL38P RN7SL394P RN7SL39P RN7SL411P RN7SL416P RN7SL42P RN7SL432P RN7SL448P RN7SL473P RN7SL479P RN7SL493P RN7SL505P RN7SL530P RN7SL538P RN7SL564P RN7SL571P RN7SL60P RN7SL63P RN7SL647P RN7SL655P RN7SL666P RN7SL684P RN7SL692P RN7SL715P RN7SL738P RN7SL748P RN7SL74P RN7SL801P RN7SL820P RN7SL822P RN7SL837P RN7SL846P RNA5SP117 RNA5SP118 RNA5SP133 RNA5SP161 RNA5SP174 RNA5SP191 RNA5SP192 RNA5SP234 RNA5SP240 RNA5SP264 RNA5SP265 RNA5SP275 RNA5SP276 RNA5SP28 RNA5SP294 RNA5SP319 RNA5SP321 RNA5SP344 RNA5SP399 RNA5SP403 RNA5SP427 RNA5SP440 RNA5SP443 RNA5SP450 RNA5SP469 RNA5SP472 RNA5SP475 RNA5SP478 RNA5SP479 RNA5SP483 RNA5SP493 RNA5SP500 RNA5SP51 RNA5SP514 RNA5SP52 RNA5SP520 RNA5SP525 RNA5SP79 RNA5SP84 RNA5SP90 RNASE13 RND1 RND2 RNF149 RNF166 RNF208 RNF215 RNF222 RNF227 RNF32 RNF39 RNFT1 RNU1-107P RNU1-112P RNU1-15P RNU1-19P RNU1-38P RNU1-42P RNU1-58P RNU1-62P RNU1-75P RNU1-76P RNU1-88P RNU105B RNU11 RNU11-5P RNU12 RNU2-63P RNU4-26P RNU4-75P RNU4-80P RNU5F-1 RNU5F-6P RNU6-106P RNU6-1167P RNU6-1254P RNU6-220P RNU6-233P RNU6-272P RNU6-335P RNU6-340P RNU6-454P RNU6-571P RNU6-57P RNU6-608P RNU6-618P RNU6-61P RNU6-626P RNU6-639P RNU6-715P RNU6-726P RNU6-728P RNU6-818P RNU6-874P RNU6-87P RNU6-906P RNU6-925P RNU6-989P RNU6-995P RNU6ATAC15P RNU6ATAC33P RNU6ATAC42P RNU6ATAC6P RNU7-35P RNVU1-17 RNVU1-19 RNVU1-2 RNVU1-22 RNVU1-24 RNVU1-33 RNVU1-34 RNVU1-4 RNVU1-8 RNY4P13 RNY4P36 RP1 RPH3A RPL10P12 RPL21 RPL21P97 RPL3 RPL34-DT RPRM RPS12P23 RPS2P35 RPS2P7 RPSA RPTN RPUSD1 RRS1 RSPH14 RTBDN RTL3 S100A12 SAA3P SAC3D1 SACS SALL3 SAMD5 SAMD9 SAMD9L SARDH SARM1 SASH3 SCAMP4 SCARA3 SCART1 SCGB1A1 SCGB1C1 SCGB1D2 SCGB1D4 SCIMP SCIN SCRT2 SCUBE1 SEC14L5 SEC16B SEC24C SEMA4B SEPTIN3 SERPINB9 SERTAD4 SFMBT1 SGIP1 SH2D1A SH2D3A SH2D4B SH3TC2 SHC4 SHCBP1L SHF SHFL SHH SHISA7 SHISAL1 SHROOM4 SIGLEC17P SIGLEC27P SIGLEC5 SIRPAP1 SIRPD SIRPG SIRT1 SIX5 SLAMF8 SLC10A1 SLC12A4 SLC15A3 SLC16A3 SLC17A4 SLC17A7 SLC17A9 SLC1A2 SLC22A11 SLC22A16 SLC25A34 SLC25A37 SLC26A8 SLC27A4 SLC28A3 SLC2A5 SLC30A10 SLC35E3 SLC36A3 SLC38A4 SLC39A10 SLC39A12 SLC39A13 SLC39A8 SLC41A1 SLC4A7 SLC4A9 SLC51B SLC5A10 SLC5A3 SLC6A20 SLC6A7 SLC8B1 SLC9A3 SLCO1A2 SLCO2A1 SLITRK4 SLITRK6 SMAGP SMIM23 SMYD1 SNAI3 SNAP25 SNAPC2 SNHG15 SNIP1 SNORA16B SNORA1B SNORA35 SNORA70 SNORA8 SNORD12C SNORD27 SNORD30 SNORD38D SNORD3P1 SNORD77B SNTB1 SNTG1 SNX18 SOCS1 SOHLH1 SORCS3 SOWAHB SOX12 SOX15 SOX18 SOX3 SOX5 SP8 SPACA9 SPAG4 SPAG6 SPANXA1 SPANXN1 SPATA31A7 SPATA31C1 SPDYE3 SPEM2 SPIN2A SPIN3 SPRED1 SPRY3 SRL SRPK3 SRRM3 SRY SSBP3-AS1 SSPN SSTR2 SSU72L6 SSX2IP ST20-AS1 ST6GALNAC6 ST8SIA6 STAC2 STAC3 STARD9 STEAP1 STK33 STON1 STOX2 STPG4 STUM STX12 STYK1 SUFU SULT1A1 SUN3 SWSAP1 SYDE2 SYNGAP1 SYNGR1 SYNGR4 SYNPR SYT10 SYT15 SYT7 TAAR3P TAAR6 TAF1D TAFA3 TAS2R60 TAT TBC1D22A-AS1 TBC1D27P TBC1D29P TBR1 TBX1 TBXT TCAF2 TCEAL3 TCF21 TCHHL1 TCP10L TCP10L3 TCP11 TCTE1 TDRD5 TDRD9 TEAD2 TEKT5 TEKTIP1 TEN1 TENM1 TENM2 TERB2 TERC TESK1 TESPA1 TET3 TEX13A TEX15 TEX47 TEX55 TEX56P TFAP2D TFF2 TGFB1I1 TGM2 TGM6 THBS2 THSD7A TIA1 TIAM2 TIGD5 TINAGL1 TINF2 TLCD3A TLCD3B TLDC2 TLL2 TLNRD1 TLR4 TLR8 TLX2 TM4SF18 TM6SF1 TMCC3 TMEM130 TMEM145 TMEM150A TMEM196 TMEM200B TMEM207 TMEM222 TMEM234 TMEM239 TMEM244 TMEM262 TMEM270 TMEM38B TMEM51-AS1 TMEM82 TMEM8B TMPRSS15 TMPRSS3 TMSB4XP2 TNFAIP6 TNFAIP8 TNFAIP8L3 TNFRSF11A TNFRSF12A TNFRSF1B TNFRSF21 TNFRSF9 TNFSF11 TNFSF12 TNFSF13B TNMD TNN TNNC2 TNNT2 TNNT3 TNP1 TNS4 TOP3A TOR1AIP2 TOR1B TOX-DT TPD52L2 TPD52L3 TPPP3 TPRG1 TPSD1 TRAF5 TRAIP TRAPPC13P1 TRAPPC14 TREML3P TRGV1 TRHDE-AS1 TRIB2 TRIM59-IFT80 TRIM61 TRIM64 TRIM67 TRIM75 TRIML2 TRNT1 TRPC3 TRPM1 TRPM6 TSGA10IP TSKS TSPAN11 TSPAN12 TSPAN16 TSPAN32 TSPAN5 TSSK1B TSSK4 TTBK2 TTC24 TTC28-AS1 TTLL6 TTLL8 TTTY10 TTTY5 TUBAL3 TUBB2A TUBB8 TUSC1 TXNDC8 TXNIP TYMP TYR TYROBP UBA6 UBALD1 UBASH3A UBE2U UBL4A UBQLNL UBXN10 UCK1 UCKL1 UCN UCP2 UEVLD UGDH UGT3A2 ULBP2 UNC79 UNC80 UNC93B3 UPB1 UPK1A UPK3B URB1 URB2 USP27X USP35 USP43 UTP25 UTS2R VAX2 VENTX VMO1 VN1R10P VNN1 VSIG2 VSTM2A WBP2NL WDR36 WDR43 WDR64 WDR82 WDR86 WFDC1 WFDC11 WFDC2 WFDC5 WFDC6 WFIKKN2 WIPF3 WNT7B WNT8A WNT9A WSCD1 WTIP WWTR1 XAGE1B XAGE2 XKR8 YIF1B ZAN ZBP1 ZBTB1 ZBTB12 ZBTB32 ZBTB45 ZC3H12D ZC3HAV1L ZCWPW2 ZDHHC23 ZEB1 ZFPM1 ZFR2 ZFYVE28 ZIK1 ZMAT1 ZMYND15 ZNF10 ZNF114 ZNF22-AS1 ZNF221 ZNF252P-AS1 ZNF276 ZNF295-AS1 ZNF343 ZNF35 ZNF385C ZNF398 ZNF415 ZNF430 ZNF48 ZNF487 ZNF491 ZNF497 ZNF500 ZNF503-AS2 ZNF517 ZNF518B ZNF550 ZNF568 ZNF579 ZNF593 ZNF609 ZNF618 ZNF628 ZNF641 ZNF662 ZNF676 ZNF677 ZNF697 ZNF703 ZNF711 ZNF750 ZNF771 ZNF775 ZNF781 ZNF804A ZNF826P ZNF831 ZNF837 ZPBP2 ZPLD1 ZSWIM2 ZSWIM4 ZSWIM9 SA_B_CELL_RECEPTOR_COMPLEXES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SA_B_CELL_RECEPTOR_COMPLEXES ATF2 BCR BLNK ELK1 FOS GRB2 HRAS JUN LYN MAP2K1 MAP3K1 MAPK1 MAPK3 MAPK8IP3 PAPPA RAC1 RPS6KA1 RPS6KA3 SHC1 SOS1 SYK VAV1 VAV2 VAV3 SA_CASPASE_CASCADE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SA_CASPASE_CASCADE APAF1 BIRC2 BIRC3 CASP10 CASP3 CASP7 CASP8 CASP9 DFFA DFFB FAS FASLG GZMB PARP1 PRF1 SCAP SREBF1 SREBF2 XIAP SA_FAS_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SA_FAS_SIGNALING BCL2 CASP3 CASP8 CFL1 CFLAR FAS FASLG PDE6D S100A10 SA_G1_AND_S_PHASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SA_G1_AND_S_PHASES ARF1 ARF3 CCND1 CDK2 CDK4 CDKN1A CDKN1B CDKN2A CFL1 E2F1 E2F2 MDM2 NXT1 PRB1 TP53 SA_G2_AND_M_PHASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SA_G2_AND_M_PHASES CDC25A CDC25B CDK1 CDK7 CDKN1A CHEK1 NEK1 WEE1 SA_MMP_CYTOKINE_CONNECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SA_MMP_CYTOKINE_CONNECTION ACE CD44 CSF1 FCGR3A IL1B IL6R SELL SPN TGFB1 TGFB2 TNF TNFRSF1A TNFRSF1B TNFRSF8 TNFSF8 SA_PROGRAMMED_CELL_DEATH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SA_PROGRAMMED_CELL_DEATH APAF1 BAD BAK1 BAX BCL10 BCL2 BCL2L1 BCL2L11 BID CASP8AP2 CASP9 CES1 SA_PTEN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SA_PTEN_PATHWAY AKT1 AKT2 AKT3 BPNT1 GRB2 ILK IPCEF1 MAPK1 MAPK3 PDPK1 PIK3CA PIK3CD PTEN PTK2B RBL2 SHC1 SOS1 SA_REG_CASCADE_OF_CYCLIN_EXPR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SA_REG_CASCADE_OF_CYCLIN_EXPR CCNA1 CCNA2 CCND1 CCNE1 CCNE2 CDK2 CDK4 CDKN1B CDKN2A E2F1 E2F2 E2F4 PRB1 SA_TRKA_RECEPTOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SA_TRKA_RECEPTOR AKT1 AKT2 AKT3 CDKN1A ELK1 GRB2 HRAS MAP2K1 MAP2K2 NGF NGFR NTRK1 PIK3CA PIK3CD RHOA SHC1 SOS1 SIG_BCR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SIG_BCR_SIGNALING_PATHWAY AKT1 AKT2 AKT3 BAD BCL2 BCR BLNK BTK CD19 CD22 CD81 CR2 CSK DAG1 FLOT1 FLOT2 GRB2 GSK3A GSK3B INPP5D ITPR1 ITPR2 ITPR3 LYN MAP4K1 MAPK1 MAPK3 NFATC1 NFATC2 NR0B2 PDPK1 PIK3CA PIK3CD PIK3R1 PLCG2 PPP1R13B PPP3CA PPP3CB PPP3CC PTPRC RAF1 SHC1 SOS1 SOS2 SYK VAV1 SIG_CD40PATHWAYMAP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SIG_CD40PATHWAYMAP CD40 DUSP1 GORASP1 IKBKG MAP2K4 MAP2K7 MAPK1 MAPK10 MAPK11 MAPK12 MAPK13 MAPK14 MAPK3 MAPK8 MAPK8IP1 MAPK8IP2 MAPK8IP3 MAPK9 MAPKAPK5 NFKB1 NFKB2 NFKBIA NFKBIB NFKBIE NFKBIL1 PIK3CA PIK3CD PIK3R1 SYT1 TONSL TRAF2 TRAF3 TRAF5 TRAF6 SIG_CHEMOTAXIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SIG_CHEMOTAXIS ACTR2 ACTR3 AKT1 AKT2 AKT3 ANGPTL2 ARHGAP1 ARHGAP4 ARHGEF11 BTK CDC42 CFL1 CFL2 GDI1 GDI2 INPPL1 ITPR1 ITPR2 ITPR3 LIMK1 MYLK MYLK2 PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 PDPK1 PIK3CA PIK3CD PIK3CG PIK3R1 PIK3R5 PITX2 PPP1R13B PTEN RACGAP1 RHO ROCK1 ROCK2 RPS4X SAG WASF1 WASL SIG_IL4RECEPTOR_IN_B_LYPHOCYTES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SIG_IL4RECEPTOR_IN_B_LYPHOCYTES AKT1 AKT2 AKT3 BAD BCL2 GRB2 GSK3A GSK3B IL4R IRS1 IRS2 JAK1 JAK3 MAP4K1 MAPK1 MAPK3 PDPK1 PIK3CA PIK3CD PIK3R1 PPP1R13B RAF1 SHC1 SOCS1 SOS1 SOS2 STAT6 SIG_INSULIN_RECEPTOR_PATHWAY_IN_CARDIAC_MYOCYTES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SIG_INSULIN_RECEPTOR_PATHWAY_IN_CARDIAC_MYOCYTES AKT1 AKT2 AKT3 BRD4 CAP1 CBL CDC42 CDKN2A CYTH3 F2RL2 FLOT1 FLOT2 FOXO1 GRB2 GSK3A GSK3B IGFBP1 INPPL1 IRS1 IRS2 IRS4 LNPEP MAPK1 MAPK3 NPY4R PARD3 PARD6A PDPK1 PIK3CA PIK3CD PIK3R1 PTEN PTPN1 RAF1 RPS6KA1 RPS6KA2 RPS6KA3 RPS6KB1 SERPINB6 SFN SHC1 SLC2A4 SORBS1 SOS1 SOS2 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ SIG_PIP3_SIGNALING_IN_B_LYMPHOCYTES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SIG_PIP3_SIGNALING_IN_B_LYMPHOCYTES AKT1 AKT2 AKT3 BCR BTK CD19 CDKN2A CYTH3 DAPP1 FLOT1 FLOT2 FOXO3 GAB1 ITPR1 ITPR2 ITPR3 LYN NR0B2 PDPK1 PHF11 PIK3CA PIK3R5 PITX2 PLCG2 PPP1R13B PREX1 PTEN PTPRC RPS6KA1 RPS6KA2 RPS6KA3 RPS6KB1 SAG SYK TEC VAV1 SIG_PIP3_SIGNALING_IN_CARDIAC_MYOCTES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SIG_PIP3_SIGNALING_IN_CARDIAC_MYOCTES AKT1 AKT2 AKT3 BAD BCL2L1 CDC42 CDK2 CDKN1B CDKN2A CREB1 CREB3 CREB5 CYTH3 EBP ERBB4 F2RL2 FOXO3 GAB1 GADD45A GRB2 GSK3A GSK3B IFI27 IGF1 IGFBP1 INPPL1 IRS1 IRS2 IRS4 MET MTOR MYC NOLC1 PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 PARD3 PARD6A PDPK1 PIK3CA PIK3CD PIK3R5 PPP1R13B PREX1 PTEN PTK2 PTPN1 RPS6KA1 RPS6KA2 RPS6KA3 RPS6KB1 SFN SHC1 SLC2A4 SOS1 SOS2 TSC1 TSC2 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ SIG_REGULATION_OF_THE_ACTIN_CYTOSKELETON_BY_RHO_GTPASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SIG_REGULATION_OF_THE_ACTIN_CYTOSKELETON_BY_RHO_GTPASES ACTG1 ACTG2 ACTR2 ACTR3 AKT1 ANGPTL2 CDC42 CFL1 CFL2 FLNA FLNC FSCN1 FSCN2 FSCN3 GDI1 GDI2 LIMK1 MYH2 MYLK MYLK2 PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 PFN1 PFN2 RHO ROCK1 ROCK2 RPS4X VASP WASF1 WASL WNT_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WNT_SIGNALING ACTB APC AXIN1 B2M BCL9 BTRC CCN4 CCND1 CCND2 CCND3 CSNK1A1 CSNK1D CSNK1G1 CSNK2A1 CTBP1 CTBP2 CTNNB1 CTNNBIP1 CXXC4 DAAM1 DIXDC1 DKK1 DVL1 DVL2 EP300 FBXW11 FBXW2 FBXW4 FGF4 FOSL1 FOXN1 FRAT1 FRZB FSHB FZD1 FZD2 FZD3 FZD4 FZD5 FZD6 FZD7 FZD8 GAPDH GSK3A GSK3B HPRT1 JUN KREMEN1 LEF1 LRP5 LRP6 MYC NHERF1 NKD1 NLK PITX2 PORCN PPP2CA PPP2R1A PYGO1 RHOU RPL13A SENP2 SFRP1 SFRP4 SOX17 TBXT TCF7 TCF7L1 TLE1 TLE2 TLE5 WIF1 WNT1 WNT10A WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT8A WNT9A BIOCARTA_41BB_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_41BB_PATHWAY ATF2 CHUK IFNG IKBKB IL2 IL4 JUN MAP3K1 MAP3K5 MAP4K5 MAPK14 MAPK8 NFKB1 NFKBIA RELA TNFRSF9 TNFSF9 TRAF2 BIOCARTA_ACE2_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_ACE2_PATHWAY ACE ACE2 AGT AGTR1 AGTR2 CMA1 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 REN BIOCARTA_ACETAMINOPHEN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_ACETAMINOPHEN_PATHWAY CYP1A2 CYP2E1 NR1I3 PTGS1 PTGS2 BIOCARTA_ACH_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_ACH_PATHWAY AKT1 BAD CHRNB1 CHRNG FASLG FOXO3 MUSK PIK3CA PIK3CG PIK3R1 PTK2B RAPSN TERT YWHAH BIOCARTA_ACTINY_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_ACTINY_PATHWAY ABI2 ACTA1 NCK1 NCKAP1 NTRK1 PIR PSMA7 RAC1 WASF1 WASF2 WASF3 WASL BIOCARTA_AGPCR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_AGPCR_PATHWAY ARRB1 GNAS GRK4 PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCA PRKCB BIOCARTA_AGR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_AGR_PATHWAY ACTA1 AGRN ARHGEF6 CDC42 CHRM1 CHRNA1 CTTN DAG1 DMD DVL1 EGFR GIT2 ITGB1 JUN LAMA2 LAMA3 LAMA4 MAPK1 MAPK3 MAPK8 MUSK NRG1 NRG2 NRG3 PAK1 PAK2 PAK3 PAK4 PAK5 RAC1 RAPSN SP1 UTRN BIOCARTA_AHSP_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_AHSP_PATHWAY AHSP ALAD ALAS1 ALAS2 CPOX FECH GATA1 HBA1 HBA2 HBB HMBS UROD UROS BIOCARTA_AKAP13_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_AKAP13_PATHWAY AKAP13 GNA12 LPAR1 LPAR2 LPAR3 PRKACB PRKACG PRKAG1 PRKAR2A PRKAR2B RHOA BIOCARTA_AKAP95_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_AKAP95_PATHWAY AKAP8 CCNB1 CDK1 DDX5 NCAPD2 PPP2CA PRKACB PRKACG PRKAG1 PRKAR2A PRKAR2B BIOCARTA_AKAPCENTROSOME_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_AKAPCENTROSOME_PATHWAY AKAP9 CDK1 MAP2 NUP85 PCNT PKN1 PPP2CA PRKACB PRKACG PRKAG1 PRKAR2A PRKAR2B PRKCE RHOA BIOCARTA_AKT_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_AKT_PATHWAY AKT1 BAD CASP9 CHUK FASLG FOXO1 FOXO3 FOXO4 GH1 GHR HSP90AA1 IKBKB IKBKG NFKB1 NFKBIA PDPK1 PIK3CA PIK3CG PIK3R1 PPP2CA RELA YWHAH BIOCARTA_ALK_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_ALK_PATHWAY ACVR1 APC ATF2 AXIN1 BMP10 BMP2 BMP4 BMP5 BMP7 BMPR1A BMPR2 CHRD CTNNB1 DVL1 FZD1 GATA4 GSK3B HNF1A MAP3K7 MEF2C MYL2 NKX2-5 NOG NPPA NPPB RFC1 SMAD1 SMAD4 SMAD5 SMAD6 TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 WNT1 BIOCARTA_ALTERNATIVE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_ALTERNATIVE_PATHWAY C3 C5 C6 C7 C8A C9 CFB CFD CFP BIOCARTA_AMAN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_AMAN_PATHWAY B3GALT1 B3GALT2 FUT4 FUT5 FUT6 FUT7 FUT9 MAN1A1 MAN1A2 MAN1C1 MAN2A2 MAN2B1 MAN2C1 ST3GAL4 ST8SIA4 BIOCARTA_AMI_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_AMI_PATHWAY AHSP COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 F10 F2 F2R F7 FGA FGB FGG PLAT PLG PROC PROS1 SERPINC1 TFPI BIOCARTA_ARAP_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_ARAP_PATHWAY ARAP1 ARAP2 ARF1 ARFGAP1 ARFGAP3 ARFGEF1 ARFGEF2 ASAP1 ASAP2 CLTB COPA CYTH1 CYTH2 CYTH3 CYTH4 GBF1 GPLD1 BIOCARTA_ARENRF2_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_ARENRF2_PATHWAY AKR7A2 CREB1 CRYZ FOS FXYD2 GSTA2 HMOX1 HMOX2 JUN KEAP1 MAFF MAFG MAFK MAPK1 MAPK14 MAPK8 NFE2L2 POR PRKCA PRKCB BIOCARTA_ARF_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_ARF_PATHWAY ABL1 CDKN2A E2F1 MDM2 MYC PIK3CA PIK3CG PIK3R1 POLR1A POLR1B POLR1C POLR1D RAC1 RB1 TBX2 TP53 TWIST1 BIOCARTA_ASBCELL_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_ASBCELL_PATHWAY CD28 CD4 CD40 CD40LG CD80 FAS FASLG HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 IL10 IL2 IL4 BIOCARTA_AT1R_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_AT1R_PATHWAY AGT AGTR1 ATF2 CALM1 CALM2 CALM3 EGFR ELK1 GNAQ GRB2 HRAS JUN MAP2K1 MAP2K2 MAP2K4 MAP3K1 MAPK1 MAPK3 MAPK8 PAK1 PRKCA PRKCB PTK2B RAC1 RAF1 SHC1 SOS1 BIOCARTA_ATM_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_ATM_PATHWAY ABL1 ATM BRCA1 CDKN1A CHEK1 CHEK2 GADD45A JUN MAPK8 MDM2 MRE11 NBN NFKB1 NFKBIA RAD50 RAD51 RBBP8 RELA TP53 TP73 BIOCARTA_ATRBRCA_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_ATRBRCA_PATHWAY ATM ATR BRCA1 BRCA2 CHEK1 CHEK2 FANCA FANCC FANCD2 FANCE FANCF FANCG HUS1 MRE11 NBN RAD1 RAD17 RAD50 RAD51 RAD9A TP53 TREX1 BIOCARTA_BAD_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_BAD_PATHWAY ADCY1 AKT1 BAD BAX BCL2 CSF2RB IGF1 IGF1R IL3 IL3RA KIT KITLG MAPK1 MAPK3 PIK3CA PIK3CG PIK3R1 PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B RPS6KA1 YWHAH BIOCARTA_BARD1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_BARD1_PATHWAY BARD1 BRCA1 FANCA FANCC FANCD2 FANCE FANCF FANCG BIOCARTA_BARRESTIN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_BARRESTIN_PATHWAY ADCY1 AP2A1 AP2M1 ARRB1 DNM1 GNAS GRK2 KCNA1 KCNA2 KCNA3 PLCB1 PPARA BIOCARTA_BARRESTIN_SRC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_BARRESTIN_SRC_PATHWAY ADCY1 ARRB1 DNM1 FGR GNAS GRK2 HCK HRAS KCNA1 KCNA2 KCNA3 MAP2K1 MAP2K2 MAPK1 MAPK3 PLCB1 RAF1 BIOCARTA_BARR_MAPK_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_BARR_MAPK_PATHWAY ADCY1 ARRB1 DNM1 GNAS GRK2 KCNA1 KCNA2 KCNA3 MAP2K1 MAP2K2 MAPK1 MAPK3 PLCB1 RAF1 BIOCARTA_BBCELL_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_BBCELL_PATHWAY CD28 CD4 CD40 CD40LG FAS FASLG HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 BIOCARTA_BCELLSURVIVAL_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_BCELLSURVIVAL_PATHWAY AKT1 BIRC5 CASP3 CASP7 CCT4 DPF2 FOS ITGB1 JUND MTOR PIK3CA PIK3CG PIK3R1 XIAP ZBTB7A BIOCARTA_BCR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_BCR_PATHWAY BTK CALM1 CALM2 CALM3 CD79A CD79B ELK1 FOS GRB2 HRAS JUN LYN MAP2K1 MAP3K1 MAPK14 MAPK3 MAPK8 NFATC1 NFATC2 NFATC3 NFATC4 PLCG1 PPP3CA PPP3CB PPP3CC PRKCA PRKCB RAC1 RAF1 SHC1 SOS1 SYK VAV1 BIOCARTA_BIOPEPTIDES_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_BIOPEPTIDES_PATHWAY AGT AGTR2 CALM1 CALM2 CALM3 CDK5 F2 FYN GNA11 GRB2 HRAS JAK2 KNG1 MAP2K1 MAP2K2 MAPK1 MAPK14 MAPK3 MAPK8 PLCG1 PRKCA PRKCB PTK2B RAF1 SHC1 SOS1 STAT1 STAT3 STAT5A BIOCARTA_BLYMPHOCYTE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_BLYMPHOCYTE_PATHWAY CD40 CD80 CR1 CR2 FCGR2B HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 ICAM1 ITGAL ITGB2 PTPRC BIOCARTA_BOTULIN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_BOTULIN_PATHWAY CHRM1 CHRNA1 SNAP25 STX1A VAMP2 BIOCARTA_BTG2_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_BTG2_PATHWAY BTG1 BTG2 CCND1 CHAF1A CHAF1B FGF1 HOXB9 NGF PRMT1 RB1 TP53 BIOCARTA_CACAM_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CACAM_PATHWAY CALM1 CALM2 CALM3 CAMK1 CAMK1G CAMK4 CAMKK1 CAMKK2 CREB1 BIOCARTA_CALCINEURIN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CALCINEURIN_PATHWAY CALM1 CALM2 CALM3 CDKN1A GNAQ MARCKS NFATC1 NFATC2 NFATC3 NFATC4 PLCG1 PPP3CA PPP3CB PPP3CC PRKCA PRKCB SP1 SP3 BIOCARTA_CARDIACEGF_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CARDIACEGF_PATHWAY ADAM12 AGT AGTR2 EDN1 EDNRA EDNRB EGF EGFR FOS HRAS JUN MYC NFKB1 PLCG1 PRKCA PRKCB RELA RHOA BIOCARTA_CARM1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CARM1_PATHWAY CARM1 CREB1 CREBBP EP300 PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B RARA RXRA BIOCARTA_CARM_ER_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CARM_ER_PATHWAY BRCA1 CARM1 CCND1 CREBBP EP300 ESR1 GRIP1 GTF2A1 H3C14 HDAC1 HDAC2 HDAC3 HDAC4 HDAC5 HDAC6 MED1 MEF2C NCOR2 NR0B1 NRIP1 PELP1 PHB2 PPARGC1A SPEN SRA1 TBP BIOCARTA_CASPASE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CASPASE_PATHWAY APAF1 ARHGDIB BIRC2 BIRC3 CASP1 CASP10 CASP2 CASP3 CASP4 CASP6 CASP7 CASP8 CASP9 DFFA DFFB GZMB LMNA LMNB1 LMNB2 PARP1 PRF1 XIAP BIOCARTA_CB1R_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CB1R_PATHWAY BAAT CNR1 CNR2 FAAH PLD1 PLD2 PLD3 BIOCARTA_CBL_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CBL_PATHWAY CBL CSF1R EGF EGFR GRB2 MET PDGFRA PRKCA PRKCB SH3GLB1 SH3GLB2 SH3KBP1 BIOCARTA_CCR3_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CCR3_PATHWAY CCL11 CCR3 GNAQ GNAS HRAS LIMK1 MAP2K1 MAPK1 MAPK3 MYL2 NOX1 PIK3C2G PLCB1 PPP1R12B PRKCA PRKCB RAF1 RHOA ROCK2 BIOCARTA_CCR5_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CCR5_PATHWAY CALM1 CALM2 CALM3 CCL2 CCL4 CCR5 CXCL12 CXCR4 FOS GNAQ JUN MAPK14 MAPK8 PLCG1 PRKCA PRKCB PTK2B BIOCARTA_CD40_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CD40_PATHWAY CD40 CD40LG CHUK DUSP1 ELP1 IKBKB IKBKG MAP3K1 MAP3K14 NFKB1 NFKBIA RELA TNFAIP3 TRAF3 TRAF6 BIOCARTA_CDC25_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CDC25_PATHWAY ATM CDC25A CDC25B CDC25C CDK1 CHEK1 MYT1 WEE1 YWHAH BIOCARTA_CDC42RAC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CDC42RAC_PATHWAY CDC42 PAK1 PDGFRA PIK3CA PIK3R1 RAC1 RHOA WASL BIOCARTA_CDK5_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CDK5_PATHWAY CDK5 CDK5R1 DPM2 EGR1 HRAS KLK2 MAP2K1 MAP2K2 MAPK1 MAPK3 NGF NGFR RAF1 BIOCARTA_CDMAC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CDMAC_PATHWAY CUZD1 FOS HRAS JUN MAP2K1 MAPK1 MAPK3 MYC NFKB1 NFKBIA PLCB1 PRKCA PRKCB RAF1 RELA TNF BIOCARTA_CELL2CELL_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CELL2CELL_PATHWAY ACTN1 ACTN2 ACTN3 BCAR1 CSK CTNNA1 CTNNA2 CTNNA3 CTNNB1 LRRTM2 PECAM1 VCL BIOCARTA_CELLCYCLE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CELLCYCLE_PATHWAY CCNA1 CCNB1 CCND1 CCND2 CCND3 CCNE1 CCNH CDC25A CDK1 CDK2 CDK4 CDK6 CDK7 CDKN1A CDKN1B CDKN2A CDKN2B CDKN2C CDKN2D E2F1 RB1 RBL1 TFDP1 BIOCARTA_CERAMIDE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CERAMIDE_PATHWAY AIFM1 BAD BAX BCL2 CASP8 FADD MAP2K1 MAP2K4 MAP3K1 MAPK1 MAPK3 MAPK8 NFKB1 NSMAF RAF1 RELA RIPK1 SMPD1 TNFRSF1A TRADD TRAF2 BIOCARTA_CFTR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CFTR_PATHWAY ADCY1 ADRB2 CFTR EZR NHERF1 PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B BIOCARTA_CHEMICAL_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CHEMICAL_PATHWAY AKT1 APAF1 ATM BAD BAX BCL2 BID CASP3 CASP6 CASP7 CASP9 EIF2S1 PARP1 PRKCA PRKCB STAT1 TLN1 TP53 BIOCARTA_CHREBP_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CHREBP_PATHWAY ACSBG1 ACSM1 ADCY1 GNAS MLXIPL PPP2CA PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKACB PRKACG PRKAG1 PRKAG2 PRKAG3 PRKAR1A PRKAR1B PRKAR2A PRKAR2B BIOCARTA_CIRCADIAN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CIRCADIAN_PATHWAY BMAL1 CLOCK CRY1 CRY2 CSNK1E PER1 BIOCARTA_CK1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CK1_PATHWAY CDK5 CDK5R1 CSNK1D DRD1 DRD2 GRM1 PLCB1 PPP1R1B PPP2CA PPP3CA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B BIOCARTA_CLASSIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CLASSIC_PATHWAY C1QA C1QB C1QC C1R C1S C2 C3 C4A C4B C4B_2 C5 C6 C7 C8A C9 BIOCARTA_COMP_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_COMP_PATHWAY C1QA C1QB C1QC C1R C1S C2 C3 C4A C4B C4B_2 C5 C6 C7 C8A C9 CFB CFD MASP1 MASP2 MBL2 BIOCARTA_CPSF_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CPSF_PATHWAY BCL2L2-PABPN1 CPSF1 CPSF2 CPSF3 CPSF4 CSTF1 CSTF2 CSTF3 PABPN1 PAPOLA BIOCARTA_CREB_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CREB_PATHWAY ADCY1 AKT1 CREB1 GRB2 HRAS MAPK1 MAPK14 MAPK3 PIK3CA PIK3R1 PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCA PRKCB RAC1 RPS6KA1 RPS6KA5 SOS1 BIOCARTA_CREM_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CREM_PATHWAY ADCY1 CREM FHL5 FSHB FSHR XPO1 BIOCARTA_CSK_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CSK_PATHWAY ADCY1 CD247 CD3D CD3E CD3G CD4 CREBBP CSK HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 LCK PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PTPRC ZAP70 BIOCARTA_CTBP1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CTBP1_PATHWAY CDH1 CTBP1 NOS1 SAE1 SUMO1 UBA2 UBE2I ZEB1 BIOCARTA_CTCF_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CTCF_PATHWAY CD79A CD79B CDKN1B CDKN2A CTCF MDM2 MTOR MYC PIK3CA PIK3CG PIK3R1 PPP2CA PTEN RPS6KB1 SMAD1 SMAD4 SMAD5 TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 TP53 BIOCARTA_CTLA4_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CTLA4_PATHWAY CD247 CD28 CD3D CD3E CD3G CD80 CD86 CTLA4 GRB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 ICOS ICOSLG IL2 ITK LCK PIK3CA PIK3R1 PTPN11 BIOCARTA_CTL_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CTL_PATHWAY B2M CD247 CD3D CD3E CD3G FAS FASLG GZMB HLA-A ICAM1 ITGAL ITGB2 PRF1 BIOCARTA_CXCR4_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CXCR4_PATHWAY BCAR1 CRK CXCL12 CXCR4 GNAQ HRAS MAP2K1 MAPK1 MAPK3 NFKB1 PIK3C2G PIK3CA PIK3R1 PLCG1 PRKCA PRKCB PTK2B RAF1 RELA BIOCARTA_CYTOKINE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CYTOKINE_PATHWAY CXCL8 IFNA1 IFNB1 IFNG IL10 IL13 IL15 IL16 IL17A IL18 IL1A IL2 IL3 IL4 IL5 IL6 IL9 TNF TXLNA BIOCARTA_D4GDI_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_D4GDI_PATHWAY APAF1 ARHGAP5 ARHGDIB CASP1 CASP10 CASP3 CASP8 CASP9 GZMB JUN PARP1 PRF1 BIOCARTA_DC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_DC_PATHWAY ANPEP CD2 CD33 CD40 CD5 CD7 CSF2 IFNA1 IFNB1 IFNG IL10 IL13 IL3 IL4 IL5 ITGAX TLR7 BIOCARTA_DEATH_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_DEATH_PATHWAY APAF1 BCL2 BID BIRC2 BIRC3 CASP10 CASP3 CASP6 CASP7 CASP8 CASP9 CFLAR CHUK DFFA DFFB FADD GAS2 LMNA MAP3K14 NFKB1 NFKBIA RELA RIPK1 SPTAN1 TNFRSF25 TNFSF10 TRADD TRAF2 XIAP BIOCARTA_DICER_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_DICER_PATHWAY AGO1 AGO2 AGO3 AGO4 DICER1 BIOCARTA_DNAFRAGMENT_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_DNAFRAGMENT_PATHWAY CASP3 CASP7 DFFA DFFB ENDOG GZMB HMGB1 HMGB2 TOP2A TOP2B BIOCARTA_DREAM_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_DREAM_PATHWAY CREB1 CREM FOS JUN KCNIP3 MAPK3 OPRK1 PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B BIOCARTA_DSP_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_DSP_PATHWAY DUSP1 DUSP2 DUSP4 DUSP6 DUSP8 DUSP9 MAPK14 MAPK3 MAPK8 BIOCARTA_ECM_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_ECM_PATHWAY ARHGAP5 DIAPH1 FYN GSN HRAS ITGB1 MAP2K1 MAPK1 MAPK3 MYL2 PFN1 PIK3CA PIK3CG PIK3R1 RAF1 RHOA ROCK1 SHC1 TLN1 BIOCARTA_EDG1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_EDG1_PATHWAY ADCY1 AKT1 ASAH1 ITGAV ITGB3 MAPK1 MAPK3 PDGFA PDGFRA PIK3CA PIK3CG PIK3R1 PLCB1 PRKCA PRKCB RAC1 RHOA S1PR1 SMPD1 SMPD2 SPHK1 SPHKAP BIOCARTA_EEA1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_EEA1_PATHWAY EEA1 EGF EGFR HGS RAB5A TF TFRC BIOCARTA_EFP_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_EFP_PATHWAY CCNB1 CCNB2 CDK1 CDK2 CDK3 CDK4 CDK5 CDK6 CDK7 CDK8 ESR1 SFN SMURF1 SMURF2 TP53 TRIM25 BIOCARTA_EGFR_SMRTE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_EGFR_SMRTE_PATHWAY EGF EGFR MAP2K1 MAP3K1 MAPK14 NCOR2 RARA RXRA THRA THRB ZBTB16 BIOCARTA_EGF_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_EGF_PATHWAY CSNK2A1 EGF EGFR ELK1 FOS GRB2 HRAS JAK1 JUN MAP2K1 MAP2K4 MAP3K1 MAPK3 MAPK8 PIK3CA PIK3R1 PLCG1 PRKCA PRKCB RAF1 RASA1 SHC1 SOS1 SRF STAT1 STAT3 STAT5A BIOCARTA_EICOSANOID_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_EICOSANOID_PATHWAY ALOX5 ALOX5AP CYP2J2 CYSLTR1 CYSLTR2 EPHX1 EPHX2 HPGDS PLA2G4A PLCB1 PTGER1 PTGER2 PTGER3 PTGER4 PTGES PTGFR PTGIR PTGIS PTGS1 PTGS2 TBXA2R TBXAS1 BIOCARTA_EIF2_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_EIF2_PATHWAY EIF2AK1 EIF2AK2 EIF2AK3 EIF2AK4 EIF2B5 EIF2S1 EIF2S2 EIF2S3 EIF5 GSK3B BIOCARTA_EIF4_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_EIF4_PATHWAY AKT1 EIF4A1 EIF4A2 EIF4E EIF4EBP1 EIF4G1 EIF4G2 EIF4G3 GHR IRS1 MAPK1 MAPK14 MAPK3 MKNK1 MTOR PABPC1 PDK2 PDPK1 PIK3CA PIK3R1 PRKCA PRKCB PTEN RPS6KB1 BIOCARTA_EIF_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_EIF_PATHWAY EEF2 EEF2K EIF1 EIF1AX EIF2S1 EIF2S2 EIF2S3 EIF3A EIF4A1 EIF4A2 EIF4E EIF4G1 EIF4G2 EIF4G3 EIF5 EIF6 BIOCARTA_EOSINOPHILS_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_EOSINOPHILS_PATHWAY CCL11 CCL5 CCR3 CSF2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 IL3 IL5 BIOCARTA_EPHA4_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_EPHA4_PATHWAY ACTA1 EPHA4 EPHB1 FYN ITGB1 LYN RAP1B SELP BIOCARTA_EPONFKB_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_EPONFKB_PATHWAY ARNT CDKN1A EPO EPOR GRIN1 HIF1A JAK2 NFKB1 NFKBIA RELA SOD2 BIOCARTA_EPO_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_EPO_PATHWAY CSNK2A1 ELK1 EPO EPOR FOS GRB2 HRAS JAK2 JUN MAP2K1 MAPK3 MAPK8 PLCG1 PTPN6 RAF1 SHC1 SOS1 STAT5A STAT5B BIOCARTA_ERAD_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_ERAD_PATHWAY CANX CUL1 EDEM1 FBXO2 GANAB MAN1A1 MAN1A2 MAN1C1 MAN2A2 MAN2B1 MAN2C1 MOGS RBX1 SAE1 SEC61A1 SKP1 UBA2 UBE2I UGGT1 BIOCARTA_ERBB3_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_ERBB3_PATHWAY EGF EGFR ERBB3 NRG1 UBE2D1 BIOCARTA_ERBB4_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_ERBB4_PATHWAY ADAM17 ERBB4 NRG2 NRG3 PRKCA PRKCB PSEN1 BIOCARTA_ERK5_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_ERK5_PATHWAY AKT1 CREB1 GRB2 HRAS MAPK1 MAPK3 MAPK7 NTRK1 PIK3CA PIK3CG PIK3R1 PLCG1 RPS6KA1 SHC1 BIOCARTA_ERK_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_ERK_PATHWAY DPM2 EGFR ELK1 GNAS GRB2 HRAS IGF1R ITGB1 KLK2 MAP2K1 MAP2K2 MAPK1 MAPK3 MKNK1 MKNK2 MYC NGF NGFR PDGFRA PPP2CA PTPRR RAF1 RPS6KA1 RPS6KA5 SHC1 SOS1 STAT3 BIOCARTA_ERYTH_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_ERYTH_PATHWAY CCL3 CSF2 CSF3 EPO FLT3 IGF1 IL11 IL1A IL3 IL6 IL9 KITLG TGFB1 TGFB2 TGFB3 BIOCARTA_ETC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_ETC_PATHWAY ATP5F1A GPD2 NDUFA1 SDHA SDHB SDHC SDHD SLC25A4 SLC25A6 UQCRC1 BIOCARTA_ETS_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_ETS_PATHWAY CSF1 CSF1R DDX20 E2F1 E2F4 ETS1 ETS2 ETV3 FOS HDAC2 HDAC5 HRAS JUN NCOR2 RBL1 SIN3A SIN3B BIOCARTA_EXTRINSIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_EXTRINSIC_PATHWAY F10 F2 F2R F3 F5 F7 FGA FGB FGG PROC PROS1 SERPINC1 TFPI BIOCARTA_FAS_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_FAS_PATHWAY ARHGDIB CASP10 CASP3 CASP6 CASP7 CASP8 CFLAR DAXX DFFA DFFB FADD FAF1 FAS FASLG JUN LMNA LMNB1 LMNB2 MAP2K4 MAP3K1 MAP3K7 MAPK8 PAK1 PAK2 PARP1 PRKDC PTPN13 RB1 RIPK2 SPTAN1 BIOCARTA_FBW7_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_FBW7_PATHWAY CCNE1 CDC34 CDK2 CUL1 E2F1 FBXW7 RB1 SKP1 TFDP1 BIOCARTA_FCER1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_FCER1_PATHWAY BTK CALM1 CALM2 CALM3 ELK1 FCER1A FCER1G FOS GRB2 HRAS JUN LYN MAP2K1 MAP2K4 MAP2K7 MAP3K1 MAPK1 MAPK3 MAPK8 MS4A2 NFATC1 NFATC2 NFATC3 NFATC4 PAK2 PIK3CA PIK3CG PIK3R1 PLA2G4A PLCG1 PPP3CA PPP3CB PPP3CC PRKCB RAF1 SHC1 SOS1 SYK VAV1 BIOCARTA_FEEDER_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_FEEDER_PATHWAY HK1 KHK LCT MPI PGM1 PYGL PYGM TPI1 TREH BIOCARTA_FIBRINOLYSIS_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_FIBRINOLYSIS_PATHWAY CPB2 F13A1 F2 F2R FGA FGB FGG PLAT PLAU PLG SERPINB2 SERPINE1 BIOCARTA_FLUMAZENIL_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_FLUMAZENIL_PATHWAY GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GPX1 PRKCE SOD1 BIOCARTA_FMLP_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_FMLP_PATHWAY CALM1 CALM2 CALM3 CAMK1 CAMK1G ELK1 FPR1 GNA15 HRAS MAP2K1 MAP2K2 MAP2K3 MAP2K6 MAP3K1 MAPK1 MAPK14 MAPK3 NCF1 NCF2 NFATC1 NFATC2 NFATC3 NFATC4 NFKB1 NFKBIA PAK1 PIK3C2G PLCB1 PPP3CA PPP3CB PPP3CC RAC1 RAF1 RELA BIOCARTA_FOSB_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_FOSB_PATHWAY CDK5 FOSB GRIA2 JUND PPP1R1B BIOCARTA_FREE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_FREE_PATHWAY CXCL8 GPX1 GSR GSS NFKB1 NOX1 RELA SOD1 TNF XDH BIOCARTA_FXR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_FXR_PATHWAY ABCA1 FABP6 LDLR NR0B2 NR1H3 NR1H4 RXRA BIOCARTA_G1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_G1_PATHWAY ABL1 ATM ATR CCNA1 CCND1 CCNE1 CDC25A CDK1 CDK2 CDK4 CDK6 CDKN1A CDKN1B CDKN2A CDKN2B DHFR E2F1 GSK3B HDAC1 RB1 SKP2 SMAD3 SMAD4 TFDP1 TGFB1 TGFB2 TGFB3 TP53 BIOCARTA_G2_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_G2_PATHWAY ATM ATR BRCA1 CCNB1 CDC25A CDC25B CDC25C CDC34 CDK1 CDKN1A CDKN2D CHEK1 CHEK2 EP300 GADD45A MDM2 MYT1 PLK1 PRKDC RPS6KA1 TP53 WEE1 YWHAH YWHAQ BIOCARTA_GABA_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_GABA_PATHWAY GABARAP GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GPHN NSF UBQLN1 BIOCARTA_GATA3_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_GATA3_PATHWAY GATA3 IL13 IL4 IL5 MAP2K3 MAPK14 NFATC1 NFATC2 PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B BIOCARTA_GCR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_GCR_PATHWAY ADRB2 AKT1 ANXA1 CALM1 CALM2 CALM3 CORIN GNAS HSP90AA1 NFKB1 NOS3 NPPA NR3C1 PIK3CA PIK3CG PIK3R1 RELA BIOCARTA_GHRELIN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_GHRELIN_PATHWAY GH1 GHRH GHRL IGF1 IGFALS IGFBP1 IGFBP2 IGFBP3 IGFBP4 IGFBP5 IGFBP6 RAPGEF5 SST BIOCARTA_GH_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_GH_PATHWAY GH1 GHR GRB2 HNF1A HRAS INSR IRS1 JAK2 MAP2K1 MAPK1 MAPK3 PIK3CA PIK3CG PIK3R1 PLCG1 PRKCA PRKCB PTPN6 RAF1 RPS6KA1 SHC1 SLC2A4 SOCS1 SOS1 SRF STAT5A STAT5B BIOCARTA_GLEEVEC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_GLEEVEC_PATHWAY AKT1 BAD BCR CRKL FOS GRB2 HRAS JAK2 JUN MAP2K1 MAP2K4 MAP3K1 MAPK3 MAPK8 MYC PIK3CA PIK3CG PIK3R1 RAF1 SOS1 STAT1 STAT5A STAT5B BIOCARTA_GPCR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_GPCR_PATHWAY ADCY1 CALM1 CALM2 CALM3 CREB1 ELK1 FOS GNAQ HRAS JUN MAP2K1 MAPK3 NFATC1 NFATC2 NFATC3 NFATC4 PLCG1 PPP3CA PPP3CB PPP3CC PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCA PRKCB RAF1 RPS6KA3 BIOCARTA_GRANULOCYTES_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_GRANULOCYTES_PATHWAY C5 CSF3 CXCL8 ICAM1 ICAM2 IFNG IL1A ITGAL ITGAM ITGB2 PECAM1 SELL SELP SELPLG TNF BIOCARTA_GSK3_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_GSK3_PATHWAY AKT1 APC AXIN1 CCND1 CTNNB1 DVL1 EIF2AK2 FZD1 GJA1 GSK3B LBP LEF1 MYD88 NFKB1 PDPK1 PIK3CA PIK3R1 PPP2CA RELA WNT1 BIOCARTA_HBX_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_HBX_PATHWAY CREB1 GRB2 HRAS LAMTOR5 PTK2B SHC1 SOS1 BIOCARTA_HCMV_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_HCMV_PATHWAY AKT1 CREB1 MAP2K1 MAP2K2 MAP2K3 MAP2K6 MAP3K1 MAPK1 MAPK14 MAPK3 NFKB1 PIK3CA PIK3CG PIK3R1 RB1 RELA SP1 BIOCARTA_HDAC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_HDAC_PATHWAY AKT1 AVP CABIN1 CALM1 CALM2 CALM3 CAMK1 CAMK1G HDAC5 IGF1 IGF1R INSR MAP2K6 MAPK14 MAPK7 MYOD1 NFATC1 NFATC2 PIK3CA PIK3CG PIK3R1 PPP3CA PPP3CB PPP3CC YWHAH BIOCARTA_HER2_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_HER2_PATHWAY CARM1 EGFR EP300 ERBB2 ERBB3 ERBB4 ESR1 GRB2 GRIP1 HRAS IL6 IL6R IL6ST MAP2K1 MAPK1 MAPK3 PIK3CA PIK3CG PIK3R1 RAF1 SHC1 SOS1 STAT3 BIOCARTA_HES_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_HES_PATHWAY DLL1 DVL1 FZD1 GSK3B HES1 HES7 HEY2 HNF1A NOTCH1 NOTCH2 RBPJ WNT1 BIOCARTA_HIF_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_HIF_PATHWAY ARNT ASPH COPS5 CREB1 EDN1 EP300 EPO HIF1A HSP90AA1 JUN LDHA NOS3 P4HB VEGFA VHL BIOCARTA_HIVNEF_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_HIVNEF_PATHWAY ACTG1 APAF1 ARHGDIB BAG4 BCL2 BID BIRC2 BIRC3 CASP2 CASP3 CASP6 CASP7 CASP8 CASP9 CDK11A CDK11B CFLAR CHUK CRADD DAXX DFFA DFFB FADD FAS FASLG GSN LMNA LMNB1 LMNB2 MAP2K7 MAP3K1 MAP3K14 MAP3K5 MAPK8 MDM2 NFKB1 NFKBIA NUMA1 PAK2 PARP1 PRKCD PRKDC PSEN1 PSEN2 RASA1 RB1 RELA RIPK1 SPTAN1 TNF TNFRSF1A TNFRSF1B TRADD TRAF1 TRAF2 XIAP BIOCARTA_HSP27_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_HSP27_PATHWAY ACTA1 APAF1 BCL2 CASP3 CASP9 DAXX FAS FASLG HSPB1 HSPB2 IL1A MAPKAPK2 MAPKAPK3 TNF BIOCARTA_HSWI_SNF_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_HSWI_SNF_PATHWAY ACTB ARID1A GTF2A1 NF1 NR3C1 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCE1 TBP BIOCARTA_IFNA_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_IFNA_PATHWAY IFNA1 IFNAR1 IFNAR2 IFNB1 IRF9 JAK1 STAT1 STAT2 TYK2 BIOCARTA_IFNG_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_IFNG_PATHWAY IFNG IFNGR1 IFNGR2 JAK1 JAK2 STAT1 BIOCARTA_IGF1MTOR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_IGF1MTOR_PATHWAY AKT1 EIF2B5 EIF2S1 EIF2S2 EIF2S3 EIF4E EIF4EBP1 GSK3B IGF1 IGF1R INPPL1 MTOR PDK2 PDPK1 PIK3CA PIK3R1 PPP2CA PTEN RPS6KB1 BIOCARTA_IGF1R_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_IGF1R_PATHWAY ADCY1 AKT1 BAD GRB2 HRAS IGF1R IRS1 MAP2K1 MAPK1 MAPK3 PIK3CA PIK3R1 PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B RAF1 RPS6KA1 SHC1 SOS1 YWHAH BIOCARTA_IGF1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_IGF1_PATHWAY CSNK2A1 ELK1 FOS GRB2 HRAS IGF1 IGF1R IRS1 JUN MAP2K1 MAPK3 MAPK8 PIK3CA PIK3CG PIK3R1 PTPN11 RAF1 RASA1 SHC1 SOS1 SRF BIOCARTA_IL10_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_IL10_PATHWAY BLVRA BLVRB HMOX1 IL10 IL10RA IL10RB IL1A IL6 JAK1 STAT1 STAT3 STAT5A TNF BIOCARTA_IL12_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_IL12_PATHWAY CCR5 CD247 CD3D CD3E CD3G CXCR3 ETV5 IFNG IL12RB1 IL12RB2 IL18 IL18R1 JAK2 JUN MAP2K6 MAPK14 MAPK8 STAT4 TYK2 BIOCARTA_IL17_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_IL17_PATHWAY CD2 CD247 CD34 CD3D CD3E CD3G CD4 CD58 CD8A CSF3 CXCL8 IL17A IL3 IL6 KITLG BIOCARTA_IL1R_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_IL1R_PATHWAY CHUK IFNA1 IFNB1 IKBKB IL1A IL1B IL1R1 IL1RAP IL1RN IL6 IRAK1 IRAK2 IRAK3 JUN MAP2K3 MAP2K6 MAP3K1 MAP3K14 MAP3K7 MAPK14 MAPK8 MYD88 NFKB1 NFKBIA RELA TAB1 TGFB1 TGFB2 TGFB3 TNF TRAF6 BIOCARTA_IL22BP_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_IL22BP_PATHWAY JAK1 JAK2 JAK3 SOCS3 STAT1 STAT3 STAT5A STAT5B TYK2 BIOCARTA_IL2RB_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_IL2RB_PATHWAY AKT1 BAD BCL2 CBL CFLAR CRKL E2F1 FAS FASLG FOS GRB2 HRAS IKZF3 IL2RA IL2RB IL2RG IRS1 JAK1 JAK3 MAPK1 MAPK3 MYC NMI PIK3CA PIK3CG PIK3R1 PPIA PTPN6 RAF1 RPS6KB1 SHC1 SOCS1 SOCS3 SOS1 STAT5A STAT5B SYK BIOCARTA_IL2_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_IL2_PATHWAY CSNK2A1 ELK1 FOS GRB2 HRAS IL2 IL2RA IL2RB IL2RG JAK1 JAK3 JUN LCK MAP2K1 MAPK3 MAPK8 RAF1 SHC1 SOS1 STAT5A STAT5B SYK BIOCARTA_IL3_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_IL3_PATHWAY CSF2RB FOS GRB2 HRAS IL3 IL3RA JAK2 MAP2K1 MAPK3 PTPN6 RAF1 SHC1 SOS1 STAT5A STAT5B BIOCARTA_IL4_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_IL4_PATHWAY AKT1 GRB2 IL2RG IL4 IL4R IRS1 JAK1 JAK3 RPS6KB1 SHC1 STAT6 BIOCARTA_IL5_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_IL5_PATHWAY CCL11 CCR3 CD4 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 IL1B IL4 IL5 IL5RA IL6 BIOCARTA_IL6_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_IL6_PATHWAY CEBPB CSNK2A1 ELK1 FOS GRB2 HRAS IL6 IL6R IL6ST JAK1 JAK2 JAK3 JUN MAP2K1 MAPK3 PTPN11 RAF1 SHC1 SOS1 SRF STAT3 BIOCARTA_IL7_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_IL7_PATHWAY BCL2 CREBBP EP300 FYN IL7 IL7R JAK1 JAK3 LCK NMI PIK3CA PIK3CG PIK3R1 PTK2B STAT5A STAT5B BIOCARTA_INFLAM_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_INFLAM_PATHWAY CD4 CSF1 CSF2 CSF3 CXCL8 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 IFNA1 IFNB1 IFNG IL10 IL11 IL13 IL15 IL1A IL2 IL3 IL4 IL5 IL6 IL7 PDGFA TGFB1 TGFB2 TGFB3 TNF BIOCARTA_INSULIN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_INSULIN_PATHWAY CSNK2A1 ELK1 FOS GRB2 HRAS INSR IRS1 JUN MAP2K1 MAPK3 MAPK8 PIK3CA PIK3CG PIK3R1 PTPN11 RAF1 RASA1 SHC1 SLC2A4 SOS1 SRF BIOCARTA_INTEGRIN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_INTEGRIN_PATHWAY ACTA1 ACTN1 ACTN2 ACTN3 BCAR1 BCR CAPN1 CAPNS1 CAPNS2 CAV1 CRKL CSK FYN GRB2 HRAS ITGB1 JUN MAP2K1 MAP2K2 MAPK1 MAPK3 MAPK8 PPP1R12B RAF1 RAP1A RAPGEF1 RHOA ROCK1 SHC1 SOS1 TLN1 TNS1 VCL ZYX BIOCARTA_INTRINSIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_INTRINSIC_PATHWAY COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 F10 F11 F12 F2 F2R F5 F8 F9 FGA FGB FGG KLKB1 KNG1 PROC PROS1 SERPINC1 SERPING1 BIOCARTA_ION_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_ION_PATHWAY P2RY2 PLCG1 PRKCA PRKCB PTK2B BIOCARTA_IRES_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_IRES_PATHWAY EIF3A EIF4A1 EIF4A2 EIF4E EIF4G1 EIF4G2 EIF4G3 BIOCARTA_KERATINOCYTE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_KERATINOCYTE_PATHWAY BCL2 CEBPA CHUK DAXX EGF EGFR ETS1 ETS2 FAS FASLG FOS HOXA7 HRAS IKBKB JUN MAP2K1 MAP2K3 MAP2K4 MAP2K6 MAP2K7 MAP3K1 MAP3K14 MAP3K5 MAPK1 MAPK13 MAPK14 MAPK3 MAPK8 NFKB1 NFKBIA PPP2CA PRKCA PRKCB PRKCD PRKCE PRKCG PRKCH PRKCQ RAF1 RELA RIPK1 SP1 TNF TNFRSF1A TNFRSF1B TRAF2 BIOCARTA_KREB_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_KREB_PATHWAY ACO2 CS FH IDH2 MDH1 OGDH SDHA SUCLA2 BIOCARTA_LAIR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_LAIR_PATHWAY C3 C5 C6 C7 CXCL8 ICAM1 IL1A IL6 ITGA4 ITGAL ITGB1 ITGB2 KNG1 SELP SELPLG TNF VCAM1 BIOCARTA_LDL_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_LDL_PATHWAY ACAT1 CCL2 CSF1 IL6 LDLR LPL BIOCARTA_LECTIN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_LECTIN_PATHWAY C2 C3 C4A C4B C4B_2 C5 C6 C7 C8A C9 MASP1 MASP2 MBL2 BIOCARTA_LEPTIN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_LEPTIN_PATHWAY ACACA CPT1A LEP LEPR PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 BIOCARTA_LIS1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_LIS1_PATHWAY ABL1 CDK5 CDK5R1 CLIP1 CSNK2A1 DCTN1 DCTN3 DCTN6 DCX DNAH1 DNAH2 DNAH3 DNAH6 DNAH8 DYNLL1 LRP8 NDEL1 PAFAH1B1 RELN BIOCARTA_LONGEVITY_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_LONGEVITY_PATHWAY AKT1 CAT FOXO3 GH1 GHR HRAS IGF1 IGF1R PIK3CA PIK3CG PIK3R1 SHC1 SOD1 SOD2 SOD3 BIOCARTA_LYMPHOCYTE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_LYMPHOCYTE_PATHWAY CD44 ICAM1 ITGA4 ITGAL ITGB1 ITGB2 PECAM1 SELE SELL BIOCARTA_LYM_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_LYM_PATHWAY CD34 CXCL8 GLYCAM1 ICAM1 ICAM2 IL1A ITGA4 ITGAL ITGB1 ITGB2 MADCAM1 PECAM1 SELL VCAM1 BIOCARTA_MALATEX_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_MALATEX_PATHWAY ACLY CS MDH1 ME1 PC PDHA1 SLC25A1 SLC25A11 BIOCARTA_MAL_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_MAL_PATHWAY ACTA1 CDC42 DIAPH1 HNF1A HRAS LIMK1 MAL MAP2K1 MAP2K2 MAP3K1 MAP4K2 MAPK1 MAPK3 MAPK8 RAC1 RAF1 RHOA ROCK1 SRF BIOCARTA_MAPK_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_MAPK_PATHWAY ATF2 CEBPA CHUK CREB1 DAXX ELK1 FOS GRB2 HRAS IKBKB JUN MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K5 MAP2K6 MAP2K7 MAP3K1 MAP3K10 MAP3K11 MAP3K12 MAP3K13 MAP3K14 MAP3K2 MAP3K3 MAP3K4 MAP3K5 MAP3K6 MAP3K7 MAP3K8 MAP3K9 MAP4K1 MAP4K2 MAP4K3 MAP4K4 MAP4K5 MAPK1 MAPK10 MAPK11 MAPK12 MAPK13 MAPK14 MAPK3 MAPK4 MAPK6 MAPK7 MAPK8 MAPK9 MAPKAPK2 MAPKAPK3 MAPKAPK5 MAX MKNK1 MKNK2 MYC NFKB1 NFKBIA PAK1 PAK2 RAC1 RAF1 RAPGEF2 RELA RIPK1 RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA4 RPS6KA5 RPS6KB1 RPS6KB2 SHC1 SP1 STAT1 TGFB1 TGFB2 TGFB3 TGFBR1 TRADD TRAF2 BIOCARTA_MCALPAIN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_MCALPAIN_PATHWAY ACTA1 CAPN1 CAPN2 CAPNS1 CAPNS2 CXCR3 EGF EGFR EZR HRAS ITGB1 MYL2 PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B TLN1 BIOCARTA_MCM_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_MCM_PATHWAY CCNE1 CDC6 CDK2 CDKN1B CDT1 KITLG MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 ORC1 ORC2 ORC3 ORC4 ORC5 ORC6 BIOCARTA_MEF2D_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_MEF2D_PATHWAY CABIN1 CALM1 CALM2 CALM3 CAPN2 CAPNS1 CAPNS2 EP300 HDAC1 HDAC2 MEF2D NFATC1 NFATC2 PPP3CA PPP3CB PPP3CC PRKCA PRKCB BIOCARTA_MELANOCYTE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_MELANOCYTE_PATHWAY BCL2 CREB1 EP300 KIT KITLG MITF RPS6KA1 BIOCARTA_MET_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_MET_PATHWAY ACTA1 CRK CRKL DOCK1 ELK1 FOS GAB1 GRB2 HGF HRAS ITGB1 JUN MAP2K1 MAP2K2 MAP4K1 MAPK1 MAPK3 MAPK8 MET PAK1 PIK3CA PIK3CG PIK3R1 PTEN PTK2B PTPN11 RAF1 RAP1A RAP1B RAPGEF1 RASA1 SOS1 STAT3 BIOCARTA_MHC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_MHC_PATHWAY B2M CD74 HLA-A HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 PSMB5 PSMB6 PSMB8 PSMB9 TAP1 TAP2 BIOCARTA_MITOCHONDRIA_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_MITOCHONDRIA_PATHWAY AIFM1 APAF1 BAK1 BAX BCL2 BID BIK BIRC2 BIRC3 CASP3 CASP6 CASP7 CASP8 CASP9 DFFA DFFB DIABLO ENDOG XIAP BIOCARTA_MITR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_MITR_PATHWAY CAMK1 CAMK1G HDAC9 MYOD1 YWHAH BIOCARTA_MONOCYTE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_MONOCYTE_PATHWAY CD44 ICAM1 ITGA4 ITGAL ITGAM ITGB1 ITGB2 PECAM1 SELE SELL SELP BIOCARTA_MPR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_MPR_PATHWAY ACTA1 ADCY1 CAP1 CCNB1 CDC25C CDK1 HRAS MAPK1 MAPK3 MYT1 PAQR5 PAQR7 PGR PIN1 PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B RPS6KA1 BIOCARTA_MRP_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_MRP_PATHWAY ABCB1 ABCB11 ABCB4 ABCC1 ABCC3 GSTP1 BIOCARTA_MSP_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_MSP_PATHWAY CCL2 CSF1 IL1B MST1 MST1R TNF BIOCARTA_MTA3_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_MTA3_PATHWAY ALDOA CDH1 CTSD ESR1 GAPDH GREB1 HDAC1 HSPB1 HSPB2 MBD3 MTA1 MTA3 PDZK1 SNAI1 SNAI2 TUBA1A TUBA3C TUBA4A BIOCARTA_MTOR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_MTOR_PATHWAY AKT1 EIF3A EIF4A1 EIF4A2 EIF4E EIF4EBP1 EIF4G1 EIF4G2 EIF4G3 MKNK1 MTOR PDK2 PDPK1 PIK3CA PIK3R1 PPP2CA PTEN RHEB RPS6KB1 SHLD2P3 TSC1 TSC2 BIOCARTA_MYOSIN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_MYOSIN_PATHWAY ARHGAP5 ARHGEF1 GNA12 GNA13 GNAQ PKN1 PLCB1 PPP1R12B PRKCA PRKCB ROCK1 BIOCARTA_NDKDYNAMIN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_NDKDYNAMIN_PATHWAY AP2A1 AP2M1 CALM1 CALM2 CALM3 DNM1 EPN1 EPS15 NME1 NME1-NME2 NME2 PICALM PPP3CA PPP3CB PPP3CC SYNJ1 SYNJ2 BIOCARTA_NEUTROPHIL_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_NEUTROPHIL_PATHWAY CD44 ICAM1 ITGAL ITGAM ITGB2 PECAM1 SELE SELL BIOCARTA_NFAT_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_NFAT_PATHWAY ACTA1 AGT AKT1 CALM1 CALM2 CALM3 CALR CAMK1 CAMK1G CAMK4 CREBBP CSNK1A1 CTF1 EDN1 ELSPBP1 F2 FGF2 GATA4 GSK3B HAND1 HAND2 HBEGF HRAS IGF1 MAP2K1 MAPK1 MAPK14 MAPK3 MAPK8 MEF2C MYH2 NFATC1 NFATC2 NFATC3 NFATC4 NKX2-5 NPPA PIK3CA PIK3CG PIK3R1 PPP3CA PPP3CB PPP3CC PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B RAF1 RPS6KB1 BIOCARTA_NFKB_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_NFKB_PATHWAY CHUK FADD IKBKB IKBKG IL1A IL1R1 MAP3K1 MAP3K14 MAP3K7 MYD88 NFKB1 NFKBIA RELA RIPK1 TAB1 TNF TNFAIP3 TNFRSF1A TNFRSF1B TRADD TRAF6 BIOCARTA_NGF_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_NGF_PATHWAY CSNK2A1 DPM2 ELK1 FOS GRB2 HRAS JUN KLK2 MAP2K1 MAPK3 MAPK8 NGF NGFR PIK3CA PIK3CG PIK3R1 PLCG1 RAF1 SHC1 SOS1 BIOCARTA_NKCELLS_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_NKCELLS_PATHWAY B2M HLA-A IL18 ITGB1 KLRC1 KLRC2 KLRC3 KLRC4 KLRD1 LAT MAP2K1 MAPK3 PAK1 PIK3CA PIK3R1 PTK2B PTPN6 RAC1 SYK VAV1 BIOCARTA_NKT_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_NKT_PATHWAY CCL3 CCL4 CCR1 CCR3 CCR4 CCR5 CCR7 CD28 CD4 CD40LG CSF2 CXCR3 CXCR4 IFNG IFNGR1 IFNGR2 IL12RB1 IL12RB2 IL18R1 IL2 IL4 IL4R IL5 TGFB1 TGFB2 TGFB3 BIOCARTA_NO1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_NO1_PATHWAY ACTA1 AKT1 BDKRB2 CALM1 CALM2 CALM3 CAV1 CHRM1 CHRNA1 FLT1 FLT4 HSP90AA1 KDR KNG1 NOS3 PDE2A PDE3A PDE3B PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B RYR2 SLC7A1 TNNI1 VEGFA BIOCARTA_NO2IL12_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_NO2IL12_PATHWAY CCR5 CD2 CD247 CD3D CD3E CD3G CD4 CXCR3 IFNG IL12RB1 IL12RB2 JAK2 NOS2 STAT4 TYK2 BIOCARTA_NOS1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_NOS1_PATHWAY CALM1 CALM2 CALM3 DLG4 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D NOS1 PPP3CA PPP3CB PPP3CC PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCA PRKCB BIOCARTA_NOTCH_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_NOTCH_PATHWAY ADAM17 DLL1 FURIN NOTCH1 PSEN1 RBPJ BIOCARTA_NPC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_NPC_PATHWAY KPNA2 KPNB1 NUP153 NUP210 NUP214 NUP62 NUTF2 RAN RANBP2 RANGAP1 RCC1 BIOCARTA_NPP1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_NPP1_PATHWAY ALPL COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 ENPP1 IBSP SPP1 BIOCARTA_NTHI_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_NTHI_PATHWAY CHUK CREBBP CXCL8 DUSP1 EP300 IKBKB IL1B MAP2K3 MAP2K6 MAP3K14 MAP3K7 MAPK11 MAPK14 MYD88 NFKB1 NFKBIA NR3C1 RELA SMAD3 SMAD4 TGFBR1 TGFBR2 TNF BIOCARTA_NUCLEARRS_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_NUCLEARRS_PATHWAY ABCA1 ABCB1 ABCB11 ABCB4 ABCC2 ABCC3 ABCD2 ABCD3 ABCG1 ABCG5 CYP1A2 CYP24A1 CYP26A1 CYP27B1 CYP2B6 CYP2C9 CYP2E1 CYP3A4 CYP4A11 CYP4A22 CYP4B1 CYP8B1 NR0B2 NR1H3 NR1H4 NR1I2 NR1I3 PPARA PPARD PPARG RARA RARB RARG VDR BIOCARTA_P27_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_P27_PATHWAY CCNE1 CDK2 CDKN1B CKS1B CUL1 E2F1 NEDD8 RB1 RBX1 SKP1 SKP2 TFDP1 UBE2M BIOCARTA_P35ALZHEIMERS_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_P35ALZHEIMERS_PATHWAY APP CAPN1 CAPNS1 CAPNS2 CDK5 CDK5R1 GSK3B PPP2CA BIOCARTA_P38MAPK_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_P38MAPK_PATHWAY ATF2 CDC42 CREB1 DAXX DDIT3 ELK1 GRB2 HMGN1 HRAS HSPB1 HSPB2 MAP2K4 MAP2K6 MAP3K1 MAP3K5 MAP3K7 MAP3K9 MAPK14 MAPKAPK2 MAPKAPK5 MAX MKNK1 MYC PLA2G4A RAC1 RAPGEF2 RIPK1 RPS6KA5 SHC1 STAT1 TGFB1 TGFB2 TGFB3 TGFBR1 TRADD TRAF2 BIOCARTA_P53HYPOXIA_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_P53HYPOXIA_PATHWAY ABCB1 AKT1 ATM BAX CDKN1A DNAJB1 EP300 FHL2 GADD45A HIC1 HIF1A HSP90AA1 HSPA1A IGFBP3 MAPK8 MDM2 NFKBIB NQO1 RPA1 TAF1 TP53 BIOCARTA_P53_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_P53_PATHWAY APAF1 ATM BAX BCL2 CCND1 CCNE1 CDK2 CDK4 CDKN1A E2F1 GADD45A MDM2 PCNA RB1 TIMP3 TP53 BIOCARTA_PAR1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_PAR1_PATHWAY ADCY1 ARHGEF1 F2 F2R F2RL3 GNA12 GNA13 GNAQ MAP3K7 PIK3CA PIK3CG PIK3R1 PLCB1 PPP1R12B PRKCA PRKCB PTK2B RHOA ROCK1 BIOCARTA_PARKIN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_PARKIN_PATHWAY GPR37 SEPTIN5 SNCA SNCAIP SUMO1 UBE2F UBE2G1 UBE2G2 BIOCARTA_PCAF_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_PCAF_PATHWAY ATF2 CREBBP HMGB1 IRF1 IRF2 IRF3 IRF4 IRF5 IRF7 JUN KAT2B NFKB1 RELA BIOCARTA_PDGF_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_PDGF_PATHWAY CSNK2A1 ELK1 FOS GRB2 HRAS JAK1 JUN MAP2K1 MAP2K4 MAP3K1 MAPK3 MAPK8 PDGFA PDGFRA PIK3CA PIK3CG PIK3R1 PLCG1 PRKCA PRKCB RAF1 RASA1 SHC1 SOS1 SRF STAT1 STAT3 STAT5A BIOCARTA_PDZS_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_PDZS_PATHWAY ACTA1 ADD1 ANK1 CASK DLG1 DLG2 DLG3 DLG4 ENSG00000247416 EPB41 GRIN1 GUK1 NCAM1 NFASC NRXN3 PCLO SPTAN1 SPTBN1 BIOCARTA_PELP1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_PELP1_PATHWAY CREBBP EP300 ESR1 MAPK1 MAPK3 PELP1 BIOCARTA_PEPI_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_PEPI_PATHWAY CELA1 CELA2A CELA2B CELA3B CXCL8 ELANE GRN SLPI BIOCARTA_PGC1A_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_PGC1A_PATHWAY CALM1 CALM2 CALM3 CAMK1 CAMK1G CAMK4 ESRRA HDAC5 PPARA PPARGC1A PPP3CA PPP3CB PPP3CC SLC2A4 YWHAH BIOCARTA_PITX2_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_PITX2_PATHWAY APC AXIN1 CREBBP CTNNB1 DVL1 EP300 FZD1 GSK3B HDAC1 KAT5 LDB1 LEF1 MED1 PITX2 TRRAP WNT1 BIOCARTA_PKC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_PKC_PATHWAY GNAQ NFKB1 NFKBIA PLCB1 PRKCA PRKCB RELA BIOCARTA_PLATELETAPP_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_PLATELETAPP_PATHWAY APP COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 F11 F2 F9 PLAT PLAU PLG SERPINE1 BIOCARTA_PLCD_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_PLCD_PATHWAY ADRA1B PLCD1 PRKCA PRKCB TGM2 BIOCARTA_PLCE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_PLCE_PATHWAY ADCY1 ADRB2 PLCE1 PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PTGER1 RAP2B BIOCARTA_PLC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_PLC_PATHWAY AKT1 PIK3CA PIK3CG PIK3R1 PLCB1 PLCG1 PRKCA PRKCB VAV1 BIOCARTA_PLK3_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_PLK3_PATHWAY ATM ATR CDC25C CHEK1 CHEK2 PLK3 TP53 YWHAH BIOCARTA_PML_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_PML_PATHWAY CREBBP DAXX FAS FASLG HRAS PAX3 PML PRAM1 RARA RB1 SIRT1 SP100 SUMO1 TNF TNFRSF1A TNFRSF1B TP53 BIOCARTA_PPARA_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_PPARA_PATHWAY ACOX1 APOA1 APOA2 CITED2 CREBBP DUSP1 DUT EHHADH EP300 FABP1 HSD17B4 HSP90AA1 HSPA1A JUN LPL MAPK1 MAPK3 ME1 MED1 MRPL11 MYC NCOA1 NCOR1 NCOR2 NFKBIA NOS2 NR0B2 NR1H3 NRIP1 PDGFA PIK3CA PIK3CG PIK3R1 PPARA PPARGC1A PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCA PRKCB PTGS2 RB1 RELA RXRA SP1 SRA1 STAT5A STAT5B TNF BIOCARTA_PPARG_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_PPARG_PATHWAY CREBBP EP300 LPL MED1 NCOA1 PPARG PPARGC1A RXRA BIOCARTA_PRC2_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_PRC2_PATHWAY BMI1 CBX4 COMMD3-BMI1 EED EZH1 EZH2 HDAC1 HDAC2 PHC1 RBBP4 RBBP7 RING1 SUZ12 YY1 BIOCARTA_PRION_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_PRION_PATHWAY APLP1 BCL2 DNAJB1 DNAJB6 GFAP HSPA5 LAMA1 LAMB1 LAMC1 NFE2L2 PRNP RPSA BIOCARTA_PROTEASOME_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_PROTEASOME_PATHWAY PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMB1 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 RPN1 RPN2 UBA1 UBE2A UBE3A BIOCARTA_PS1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_PS1_PATHWAY ADAM17 APC AXIN1 BTRC CTNNB1 DLL1 DVL1 FZD1 GSK3B HNF1A NOTCH1 PSEN1 RBPJ WNT1 BIOCARTA_PTC1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_PTC1_PATHWAY CCNB1 CCNH CDC25A CDC25B CDC25C CDK1 CDK7 MNAT1 PTCH1 SHH XPO1 BIOCARTA_PTDINS_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_PTDINS_PATHWAY AKT1 AP2A1 AP2M1 ARF1 ARHGEF2 BAD BTK EEA1 GSK3A GSK3B JAG1 LYN PDPK1 PFKL PFKM PFKP PLCG1 PRKCE PRKCZ RAB5A RAC1 RPS6KB1 VAV2 BIOCARTA_PTEN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_PTEN_PATHWAY AKT1 BCAR1 CDKN1B EGFR FASLG FOXO3 GRB2 ILK ITGB1 MAPK1 MAPK3 PDK2 PDPK1 PIK3CA PIK3R1 PTEN SHC1 SOS1 BIOCARTA_PYK2_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_PYK2_PATHWAY BCAR1 CALM1 CALM2 CALM3 CRKL GNAQ GRB2 HRAS JUN MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP3K1 MAPK1 MAPK14 MAPK3 MAPK8 PAK1 PLCG1 PRKCA PRKCB PTK2B RAC1 RAF1 SHC1 SOS1 BIOCARTA_RAB_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_RAB_PATHWAY ACTA1 RAB11A RAB1A RAB27A RAB2A RAB3A RAB4A RAB5A RAB6A RAB6C RAB7A RAB8A RAB9A BIOCARTA_RAC1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_RAC1_PATHWAY ARFIP2 CDK5 CDK5R1 CHN1 LIMK1 MAP3K1 MYL2 NCF2 PAK1 PDGFRA PIK3CA PIK3CG PIK3R1 PLD1 PPP1R12B RAC1 RALBP1 RPS6KB1 TRIO VAV1 WASF1 BIOCARTA_RACCYCD_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_RACCYCD_PATHWAY AKT1 CCND1 CCNE1 CDK2 CDK4 CDK6 CDKN1A CDKN1B CHUK E2F1 HRAS IKBKB IKBKG MAPK1 MAPK3 NFKB1 NFKBIA PAK1 PIK3CA PIK3R1 RAC1 RAF1 RB1 RELA RHOA TFDP1 BIOCARTA_RACC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_RACC_PATHWAY ADCY1 GNAS GUCY1A1 GUCY1A2 GUCY1B1 GUCY1B2 KCNQ2 KCNQ3 KCNQ4 KCNQ5 NOS3 TRPC3 TRPC4 TRPC5 TRPV4 BIOCARTA_RANBP2_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_RANBP2_PATHWAY HDAC1 HDAC4 HDAC6 HDAC9 MDM2 PIAS1 PIAS2 RAN RANBP2 RANGAP1 SUMO1 BIOCARTA_RANKL_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_RANKL_PATHWAY EIF2AK2 FOS FOSL1 FOSL2 IFNAR1 IFNAR2 IFNB1 IRF9 MAPK8 NFKB1 RELA TNFRSF11A TNFSF11 TRAF6 BIOCARTA_RANMS_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_RANMS_PATHWAY AURKA KIF15 KPNA2 KPNB1 NUMA1 RAN RANBP1 RANGAP1 RCC1 TPX2 BIOCARTA_RAN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_RAN_PATHWAY RAN RANBP1 RANBP2 RANGAP1 RCC1 BIOCARTA_RARRXR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_RARRXR_PATHWAY GTF2A1 KAT2B NCOA1 NCOR2 RARA RXRA TBP BIOCARTA_RAS_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_RAS_PATHWAY AKT1 BAD CASP9 CDC42 CHUK ELK1 FOXO4 HRAS MAP2K1 MAPK3 NFKB1 PIK3CA PIK3CG PIK3R1 PLD1 RAC1 RAF1 RALA RALBP1 RALGDS RELA RHOA BIOCARTA_RB_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_RB_PATHWAY ATM CDC25A CDC25B CDC25C CDK1 CDK2 CDK4 CHEK1 MYT1 RB1 TP53 WEE1 YWHAH BIOCARTA_RECK_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_RECK_PATHWAY HRAS MMP14 MMP2 MMP9 RECK TIMP1 TIMP2 TIMP3 TIMP4 BIOCARTA_REELIN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_REELIN_PATHWAY CDK5 CDK5R1 DAB1 FYN LRP8 RELN VLDLR BIOCARTA_RELA_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_RELA_PATHWAY CHUK CREBBP EP300 FADD IKBKB IKBKG NFKB1 NFKBIA RELA RIPK1 TNF TNFRSF1A TNFRSF1B TRADD TRAF6 BIOCARTA_RHODOPSIN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_RHODOPSIN_PATHWAY ENSG00000236754 ENSG00000290147 GRK1 PDE6A PDE6B PDE6G RCVRN RHO SAG SLC25A18 SLC25A22 BIOCARTA_RHO_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_RHO_PATHWAY ARHGAP1 ARHGAP4 ARHGAP5 ARHGAP6 ARHGEF1 ARHGEF11 ARHGEF5 BAIAP2 DIAPH1 GSN LIMK1 MYL2 OPHN1 PFN1 PIP5K1A PIP5K1B PPP1R12B RHOA ROCK1 TLN1 VCL BIOCARTA_RNAPOL3_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_RNAPOL3_PATHWAY BRF1 GTF3C1 GTF3C3 GTF3C4 GTF3C5 SSB TBP BIOCARTA_RNA_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_RNA_PATHWAY CHUK DNAJC3 EIF2AK2 EIF2S1 EIF2S2 MAP3K14 NFKB1 NFKBIA RELA TP53 BIOCARTA_S1P_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_S1P_PATHWAY HMGCS1 LDLR LIMA1 MBTPS1 MBTPS2 SCAP SREBF1 SREBF2 BIOCARTA_SALMONELLA_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_SALMONELLA_PATHWAY ACTA1 CDC42 RAC1 WASF1 WASL BIOCARTA_SAM68_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_SAM68_PATHWAY CDK1 HRAS KHDRBS1 MAPK1 MAPK3 RASA1 BIOCARTA_SARS_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_SARS_PATHWAY ANPEP CKM EIF4E FBL GPT MAPK14 NCL BIOCARTA_SET_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_SET_PATHWAY ANP32A APEX1 CREBBP DFFA DFFB GZMA GZMB HMGB2 PRF1 SET BIOCARTA_SHH_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_SHH_PATHWAY DYRK1A DYRK1B GLI1 GLI2 GLI3 GSK3B PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PTCH1 SHH SMO SUFU BIOCARTA_SKP2E2F_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_SKP2E2F_PATHWAY CCNA1 CCNE1 CDC34 CDK2 CUL1 E2F1 RB1 SKP1 SKP2 TFDP1 BIOCARTA_SLRP_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_SLRP_PATHWAY BGN DCN EPYC FMOD KERA LUM BIOCARTA_SM_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_SM_PATHWAY SNRNP70 SNRPA SNRPA1 SNRPB SNRPB2 SNRPC SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SRSF2 U2AF1 BIOCARTA_SODD_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_SODD_PATHWAY BAG4 BIRC3 CASP8 FADD RIPK1 TNF TNFRSF1A TNFRSF1B TRADD TRAF2 BIOCARTA_SPPA_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_SPPA_PATHWAY F2 F2R F2RL3 HRAS ITGB1 MAP2K1 MAPK1 MAPK3 PLA2G4A PLCB1 PRKCA PRKCB PTGS1 RAF1 SYK TBXAS1 BIOCARTA_SPRY_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_SPRY_PATHWAY CBL EGF EGFR GRB2 HRAS MAP2K1 MAPK1 MAPK3 PTPRB RAF1 RASA1 SHC1 SOS1 SPRY1 SPRY2 SPRY3 SPRY4 BIOCARTA_SRCRPTP_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_SRCRPTP_PATHWAY CCNB1 CDC25A CDC25B CDC25C CDK1 CSK GRB2 PRKCA PRKCB PTPRA VPS16 BIOCARTA_STAT3_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_STAT3_PATHWAY JAK1 JAK2 JAK3 MAPK1 MAPK3 MTOR STAT3 TYK2 BIOCARTA_STATHMIN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_STATHMIN_PATHWAY CAMK4 CCNB1 CD2 CD247 CD3D CD3E CD3G CDK1 HSPA5 MAPK13 PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B RB1CC1 STMN1 TSG101 UHMK1 BIOCARTA_STEM_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_STEM_PATHWAY CD4 CD8A CSF1 CSF2 CSF3 CXCL8 EPO IL11 IL2 IL3 IL4 IL5 IL6 IL7 IL9 BIOCARTA_STRESS_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_STRESS_PATHWAY ATF1 CASP2 CHUK CRADD IKBKB IKBKG JUN MAP2K3 MAP2K4 MAP2K6 MAP3K1 MAP3K14 MAP4K2 MAPK14 MAPK8 NFKB1 NFKBIA RELA RIPK1 TANK TNF TNFRSF1A TRADD TRAF2 BIOCARTA_SUMO_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_SUMO_PATHWAY SAE1 SUMO1 SUMO2 SUMO3 UBA2 UBE2I BIOCARTA_TALL1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_TALL1_PATHWAY CHUK MAP3K14 MAPK14 MAPK8 NFKB1 RELA TNFRSF13C TNFRSF17 TNFSF12 TNFSF12-TNFSF13 TNFSF13 TNFSF13B TRAF2 TRAF3 TRAF6 BIOCARTA_TCAPOPTOSIS_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_TCAPOPTOSIS_PATHWAY CCR5 CD247 CD28 CD3D CD3E CD3G CD4 FAS FASLG BIOCARTA_TCRA_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_TCRA_PATHWAY CD247 CD3D CD3E CD3G CD4 FYN HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 LCK PTPRC ZAP70 BIOCARTA_TCR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_TCR_PATHWAY CALM1 CALM2 CALM3 CD247 CD3D CD3E CD3G ELK1 FOS FYN GRB2 HRAS JUN LAT LCK MAP2K1 MAP2K4 MAP3K1 MAPK3 MAPK8 NFATC1 NFATC2 NFATC3 NFATC4 NFKB1 NFKBIA PIK3CA PIK3CG PIK3R1 PLCG1 PPP3CA PPP3CB PPP3CC PRKCA PRKCB PTPN7 RAC1 RAF1 RASA1 RELA SHC1 SOS1 VAV1 ZAP70 BIOCARTA_TCYTOTOXIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_TCYTOTOXIC_PATHWAY CD2 CD247 CD28 CD3D CD3E CD3G CD8A ICAM1 ITGAL ITGB2 PTPRC THY1 BIOCARTA_TEL_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_TEL_PATHWAY AKT1 BCL2 EGFR HSP90AA1 IGF1R KRAS MYC PPP2CA PRKCA RB1 TEP1 TERF1 TERT TNKS TP53 XRCC5 XRCC6 BIOCARTA_TERC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_TERC_PATHWAY NFYA NFYB NFYC RB1 SP1 SP3 BIOCARTA_TERT_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_TERT_PATHWAY HDAC1 MAX MYC MZF1 SP1 SP3 TP53 WT1 BIOCARTA_TFF_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_TFF_PATHWAY AKT1 APAF1 BAD CASP9 CTNNB1 EGFR ERBB2 GH1 GHR GRB2 HRAS ITGB1 MAPK1 MAPK3 MUC2 PIK3CA PIK3CG PIK3R1 RHOA SHC1 SOS1 TFF1 TFF2 TFF3 BIOCARTA_TGFB_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_TGFB_PATHWAY APC CDH1 CREBBP EP300 MAP2K1 MAP3K7 MAPK3 SKIL SMAD2 SMAD3 SMAD4 SMAD7 TAB1 TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 ZFYVE9 BIOCARTA_TH1TH2_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_TH1TH2_PATHWAY CD28 CD40 CD40LG CD86 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 IFNG IFNGR1 IFNGR2 IL12A IL12B IL12RB1 IL12RB2 IL18 IL18R1 IL2 IL2RA IL4 IL4R NR1I2 BIOCARTA_THELPER_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_THELPER_PATHWAY CD2 CD247 CD28 CD3D CD3E CD3G CD4 ICAM1 ITGAL ITGB2 PTPRC THY1 BIOCARTA_TID_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_TID_PATHWAY DNAJA3 HSPA1A IFNG IFNGR1 IFNGR2 IKBKB JAK2 LIN7A NFKB1 NFKBIA RB1 RELA TAX1BP3 TNF TNFRSF1A TNFRSF1B TP53 USH1C WT1 BIOCARTA_TNFR1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_TNFR1_PATHWAY ARHGDIB BAG4 CASP2 CASP3 CASP8 CRADD DFFA DFFB FADD JUN LMNA LMNB1 LMNB2 MADD MAP2K4 MAP3K1 MAP3K7 MAPK8 PAK1 PAK2 PARP1 PRKDC RB1 RIPK1 SPTAN1 TNF TNFRSF1A TRADD TRAF2 BIOCARTA_TNFR2_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_TNFR2_PATHWAY CHUK DUSP1 ELP1 IKBKB IKBKG MAP3K1 MAP3K14 NFKB1 NFKBIA RELA RIPK1 TANK TNFAIP3 TNFRSF1B TRAF1 TRAF2 TRAF3 BIOCARTA_TOB1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_TOB1_PATHWAY CD247 CD28 CD3D CD3E CD3G IFNG IL2 IL2RA IL4 SMAD3 SMAD4 TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 TOB1 TOB2 BIOCARTA_TOLL_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_TOLL_PATHWAY CHUK EIF2AK2 ELK1 FOS IKBKB IKBKG JUN MAP2K3 MAP2K4 MAP2K6 MAP3K1 MAP3K14 MAP3K7 MAPK14 MAPK8 MYD88 NFKB1 NFKBIA PGLYRP1 PPARA RELA TAB1 TLR3 TLR7 TRAF6 BIOCARTA_TPO_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_TPO_PATHWAY CSNK2A1 FOS GRB2 HRAS JAK2 JUN MAP2K1 MAPK3 MPL PIK3CA PIK3CG PIK3R1 PLCG1 PRKCA PRKCB RAF1 RASA1 SHC1 SOS1 STAT1 STAT3 STAT5A STAT5B THPO BIOCARTA_TRKA_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_TRKA_PATHWAY AKT1 DPM2 GRB2 HRAS KLK2 NGF NTRK1 PIK3CA PIK3R1 PLCG1 PRKCA PRKCB SHC1 SOS1 BIOCARTA_TSP1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_TSP1_PATHWAY CASP3 CD36 FOS FYN JUN MAPK14 THBS1 BIOCARTA_TUBBY_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_TUBBY_PATHWAY CHRM1 GNAQ HTR2C PLCB1 TUB BIOCARTA_UCALPAIN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_UCALPAIN_PATHWAY ACTA1 ACTN1 ACTN2 ACTN3 CAPN1 CAPNS1 CAPNS2 EZR ITGB1 ITGB3 RAC1 RHOA SPTAN1 TLN1 BIOCARTA_VDR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_VDR_PATHWAY ACTL6A ARID1A BAZ1B CARM1 CHAF1A COPS2 CREBBP EP300 HDAC1 KAT2B MED1 NCOA1 NCOR1 PRMT1 RXRA SMARCA4 SMARCC1 SMARCC2 SMARCD1 SMARCE1 SUPT16H TOP2B TSC2 VDR BIOCARTA_VEGF_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_VEGF_PATHWAY ARNT EIF1 EIF1AX EIF2B1 EIF2B2 EIF2B3 EIF2B4 EIF2B5 EIF2S1 EIF2S2 EIF2S3 ELAVL1 FLT1 FLT4 HIF1A HRAS KDR NOS3 PIK3CA PIK3CG PIK3R1 PLCG1 PRKCA PRKCB SHC1 VEGFA VHL BIOCARTA_VIP_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_VIP_PATHWAY CALM1 CALM2 CALM3 CHUK EGR2 EGR3 GNAQ MAP3K1 MYC NFATC1 NFATC2 NFKB1 NFKBIA PLCG1 PPP3CA PPP3CB PPP3CC PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B RELA VIP VIPR2 BIOCARTA_VITCB_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_VITCB_PATHWAY COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 P4HB SLC23A1 SLC23A2 SLC2A1 SLC2A3 BIOCARTA_VOBESITY_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_VOBESITY_PATHWAY ADIPOQ HSD11B1 LPL NR3C1 PPARG RETN RXRA TNF BIOCARTA_WNT_LRP6_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_WNT_LRP6_PATHWAY DKK1 DKK2 FZD1 KREMEN2 WNT8A WNT8B BIOCARTA_WNT_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_WNT_PATHWAY APC AXIN1 BTRC CCND1 CREBBP CSNK2A1 CTBP1 CTNNB1 DVL1 FRAT1 FZD1 GSK3B HDAC1 HNF1A MAP3K7 MYC NLK PPARD PPP2CA SMAD4 TAB1 TLE1 WIF1 WNT1 KEGG_ABC_TRANSPORTERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_ABC_TRANSPORTERS ABCA1 ABCA10 ABCA12 ABCA13 ABCA2 ABCA3 ABCA4 ABCA5 ABCA6 ABCA7 ABCA8 ABCA9 ABCB1 ABCB10 ABCB11 ABCB4 ABCB5 ABCB6 ABCB7 ABCB8 ABCB9 ABCC1 ABCC10 ABCC11 ABCC12 ABCC2 ABCC3 ABCC4 ABCC5 ABCC6 ABCC8 ABCC9 ABCD1 ABCD2 ABCD3 ABCD4 ABCG1 ABCG2 ABCG4 ABCG5 ABCG8 CFTR TAP1 TAP2 KEGG_ACUTE_MYELOID_LEUKEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_ACUTE_MYELOID_LEUKEMIA AKT1 AKT2 AKT3 ARAF BAD BRAF CCNA1 CCND1 CEBPA CHUK EIF4EBP1 FLT3 GRB2 HRAS IKBKB IKBKG JUP KIT KRAS LEF1 MAP2K1 MAP2K2 MAPK1 MAPK3 MTOR MYC NFKB1 NRAS PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PIM1 PIM2 PML PPARD RAF1 RARA RELA RPS6KB1 RPS6KB2 RUNX1 RUNX1T1 SOS1 SOS2 SPI1 STAT3 STAT5A STAT5B TCF7 TCF7L1 TCF7L2 ZBTB16 KEGG_ADHERENS_JUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_ADHERENS_JUNCTION ACP1 ACTB ACTG1 ACTN1 ACTN2 ACTN3 ACTN4 AFDN BAIAP2 CDC42 CDH1 CREBBP CSNK2A1 CSNK2A2 CSNK2B CTNNA1 CTNNA2 CTNNA3 CTNNB1 CTNND1 EGFR EP300 ERBB2 FARP2 FER FGFR1 FYN IGF1R INSR IQGAP1 LEF1 LMO7 MAP3K7 MAPK1 MAPK3 MET NECTIN1 NECTIN2 NECTIN3 NECTIN4 NLK PARD3 PTPN1 PTPN6 PTPRB PTPRF PTPRJ PTPRM RAC1 RAC2 RAC3 RHOA SMAD2 SMAD3 SMAD4 SNAI1 SNAI2 SORBS1 SRC SSX2IP TCF7 TCF7L1 TCF7L2 TGFBR1 TGFBR2 TJP1 VCL WAS WASF1 WASF2 WASF3 WASL YES1 KEGG_ADIPOCYTOKINE_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_ADIPOCYTOKINE_SIGNALING_PATHWAY ACACB ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 ADIPOQ ADIPOR1 ADIPOR2 AGRP AKT1 AKT2 AKT3 CAMKK1 CAMKK2 CD36 CHUK CPT1A CPT1B CPT1C G6PC1 G6PC2 IKBKB IKBKG IRS1 IRS2 IRS4 JAK2 LEP LEPR MAPK10 MAPK8 MAPK9 MTOR NFKB1 NFKBIA NFKBIB NFKBIE NPY PCK1 PCK2 POMC PPARA PPARGC1A PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 PRKCQ PTPN11 RELA RXRA RXRB RXRG SLC2A1 SLC2A4 SOCS3 STAT3 STK11 TNF TNFRSF1A TNFRSF1B TRADD TRAF2 KEGG_ALANINE_ASPARTATE_AND_GLUTAMATE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_ALANINE_ASPARTATE_AND_GLUTAMATE_METABOLISM ABAT ACY3 ADSL ADSS1 ADSS2 AGXT AGXT2 ALDH4A1 ALDH5A1 ASL ASNS ASPA ASS1 CAD CPS1 DDO GAD1 GAD2 GFPT1 GFPT2 GLS GLS2 GLUD1 GLUD2 GLUL GOT1 GOT2 GPT GPT2 IL4I1 NIT2 PPAT KEGG_ALDOSTERONE_REGULATED_SODIUM_REABSORPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_ALDOSTERONE_REGULATED_SODIUM_REABSORPTION ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP1B1 ATP1B2 ATP1B3 ATP1B4 FXYD2 FXYD4 HSD11B1 HSD11B2 IGF1 INS INSR IRS1 IRS2 IRS4 KCNJ1 KRAS MAPK1 MAPK3 NEDD4L NHERF2 NR3C2 PDPK1 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PRKCA PRKCB PRKCG SCNN1A SCNN1B SCNN1G SFN SGK1 KEGG_ALLOGRAFT_REJECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_ALLOGRAFT_REJECTION CD28 CD40 CD40LG CD80 CD86 FAS FASLG GZMB HLA-A HLA-B HLA-C HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G IFNG IL10 IL12A IL12B IL2 IL4 IL5 PRF1 TNF KEGG_ALPHA_LINOLENIC_ACID_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_ALPHA_LINOLENIC_ACID_METABOLISM ACOX1 ACOX3 FADS2 JMJD7-PLA2G4B PLA2G10 PLA2G12A PLA2G12B PLA2G1B PLA2G2A PLA2G2C PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G4A PLA2G4B PLA2G4E PLA2G5 PLA2G6 KEGG_ALZHEIMERS_DISEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_ALZHEIMERS_DISEASE ADAM10 ADAM17 APAF1 APBB1 APH1A APOE APP ATF6 ATP2A1 ATP2A2 ATP2A3 ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5MC1 ATP5MC1P5 ATP5MC2 ATP5MC3 ATP5PB ATP5PD ATP5PF ATP5PO BACE1 BACE2 BAD BID CACNA1C CACNA1D CACNA1F CACNA1S CALM1 CALM2 CALM3 CALML3 CALML5 CALML6 CAPN1 CAPN2 CASP3 CASP7 CASP8 CASP9 CDK5 CDK5R1 CHP1 CHP2 COX4I1 COX4I2 COX5A COX5B COX6A1 COX6A2 COX6B1 COX6B2 COX6C COX6CP3 COX7A1 COX7A2 COX7A2L COX7B COX7B2 COX7C COX8A COX8C CYC1 CYCS EIF2AK3 ERN1 FADD FAS GAPDH GNAQ GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GSK3B HSD17B10 IDE IL1B ITPR1 ITPR2 ITPR3 LPL LRP1 MAPK1 MAPK3 MAPT MME MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB NAE1 NCSTN NDUFA1 NDUFA10 NDUFA2 NDUFA3 NDUFA4 NDUFA4L2 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFB1 NDUFB10 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 NOS1 PLCB1 PLCB2 PLCB3 PLCB4 PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PSEN1 PSEN2 PSENEN RYR3 SDHA SDHB SDHC SDHD SNCA TNF TNFRSF1A UQCR10 UQCR10P1 UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRH UQCRHL UQCRQ KEGG_AMINOACYL_TRNA_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_AMINOACYL_TRNA_BIOSYNTHESIS AARS1 AARS2 CARS1 CARS2 DARS1 DARS2 EARS2 EPRS1 FARS2 FARSA FARSB GARS1 HARS1 HARS2 IARS1 IARS2 KARS1 LARS1 LARS2 MARS1 MARS2 MTFMT NARS1 NARS2 PARS2 PSTK QARS1 RARS1 RARS2 SARS1 SARS2 SEPSECS TARS1 TARS2 TARS3 VARS1 VARS2 WARS1 WARS2 YARS1 YARS2 KEGG_AMINO_SUGAR_AND_NUCLEOTIDE_SUGAR_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_AMINO_SUGAR_AND_NUCLEOTIDE_SUGAR_METABOLISM AMDHD2 CHIA CHIT1 CMAS CYB5R1 CYB5R3 FCSK FPGT GALE GALK1 GALK2 GALT GCK GFPT1 GFPT2 GFUS GMDS GMPPA GMPPB GNE GNPDA1 GNPDA2 GNPNAT1 GPI HEXA HEXB HK1 HK2 HK3 MPI NAGK NANP NANS NPL PGM1 PGM2 PGM3 PMM1 PMM2 RENBP UAP1 UGDH UGP2 UXS1 KEGG_AMYOTROPHIC_LATERAL_SCLEROSIS_ALS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_AMYOTROPHIC_LATERAL_SCLEROSIS_ALS ALS2 APAF1 BAD BAX BCL2 BCL2L1 BID CASP1 CASP3 CASP9 CAT CCS CHP1 CHP2 CYCS DAXX DERL1 GPX1 GRIA1 GRIA2 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D MAP2K3 MAP2K6 MAP3K5 MAPK11 MAPK12 MAPK13 MAPK14 NEFH NEFL NEFM NOS1 PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PRPH PRPH2 RAB5A RAC1 SLC1A2 SOD1 TNF TNFRSF1A TNFRSF1B TOMM40 TOMM40L TP53 KEGG_ANTIGEN_PROCESSING_AND_PRESENTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_ANTIGEN_PROCESSING_AND_PRESENTATION B2M CALR CANX CD4 CD74 CD8A CD8B CIITA CREB1 CTSB CTSL CTSS HLA-A HLA-B HLA-C HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G HSP90AA1 HSP90AB1 HSPA1A HSPA1B HSPA1L HSPA2 HSPA4 HSPA5 HSPA6 HSPA8 IFI30 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 KIR2DL1 KIR2DL2 KIR2DL3 KIR2DL4 KIR2DL5A KIR2DS1 KIR2DS3 KIR2DS4 KIR2DS5 KIR3DL1 KIR3DL2 KIR3DL3 KLRC1 KLRC2 KLRC3 KLRC4 KLRD1 LGMN LTA NFYA NFYB NFYC PDIA3 PSME1 PSME2 PSME3 RFX5 RFXANK RFXAP TAP1 TAP2 TAPBP KEGG_APOPTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_APOPTOSIS AIFM1 AKT1 AKT2 AKT3 APAF1 ATM BAD BAX BCL2 BCL2L1 BID BIRC2 BIRC3 CAPN1 CAPN2 CASP10 CASP3 CASP6 CASP7 CASP8 CASP9 CFLAR CHP1 CHP2 CHUK CSF2RB CYCS DFFA DFFB ENDOD1 ENDOG EXOG FADD FAS FASLG IKBKB IKBKG IL1A IL1B IL1R1 IL1RAP IL3 IL3RA IRAK1 IRAK2 IRAK3 IRAK4 MAP3K14 MYD88 NFKB1 NFKBIA NGF NTRK1 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKX RELA RIPK1 TNF TNFRSF10A TNFRSF10B TNFRSF10C TNFRSF10D TNFRSF1A TNFSF10 TP53 TRADD TRAF2 XIAP KEGG_ARACHIDONIC_ACID_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_ARACHIDONIC_ACID_METABOLISM AKR1C3 ALOX12 ALOX12B ALOX15 ALOX15B ALOX5 CBR1 CBR3 CYP2B6 CYP2C18 CYP2C19 CYP2C8 CYP2C9 CYP2E1 CYP2J2 CYP2U1 CYP4A11 CYP4A22 CYP4F2 CYP4F3 EPHX2 GGT1 GGT5 GGT6 GGT7 GPX1 GPX2 GPX3 GPX4 GPX5 GPX6 GPX7 HPGDS JMJD7-PLA2G4B LTA4H LTC4S PLA2G10 PLA2G12A PLA2G12B PLA2G1B PLA2G2A PLA2G2C PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G4A PLA2G4B PLA2G4E PLA2G5 PLA2G6 PTGDS PTGES PTGES2 PTGIS PTGS1 PTGS2 TBXAS1 KEGG_ARGININE_AND_PROLINE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_ARGININE_AND_PROLINE_METABOLISM ACY1 AGMAT ALDH18A1 ALDH1B1 ALDH2 ALDH3A2 ALDH4A1 ALDH7A1 ALDH9A1 AMD1 AOC1 ARG1 ARG2 ASL ASS1 AZIN2 CKB CKM CKMT1A CKMT1B CKMT2 CPS1 DAO GAMT GATM GLS GLS2 GLUD1 GLUD2 GLUL GOT1 GOT2 LAP3 MAOA MAOB NAGS NOS1 NOS2 NOS3 OAT ODC1 OTC P4HA1 P4HA2 P4HA3 PRODH PRODH2 PYCR1 PYCR2 PYCR3 SAT1 SAT2 SMS SRM KEGG_ARRHYTHMOGENIC_RIGHT_VENTRICULAR_CARDIOMYOPATHY_ARVC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_ARRHYTHMOGENIC_RIGHT_VENTRICULAR_CARDIOMYOPATHY_ARVC ACTB ACTG1 ACTN1 ACTN2 ACTN3 ACTN4 ATP2A2 CACNA1C CACNA1D CACNA1F CACNA1S CACNA2D1 CACNA2D2 CACNA2D3 CACNA2D4 CACNB1 CACNB2 CACNB3 CACNB4 CACNG1 CACNG2 CACNG3 CACNG4 CACNG5 CACNG6 CACNG7 CACNG8 CDH2 CTNNA1 CTNNA2 CTNNA3 CTNNB1 DAG1 DES DMD DSC2 DSG2 DSP EMD GJA1 ITGA1 ITGA10 ITGA11 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA6 ITGA7 ITGA8 ITGA9 ITGAV ITGB1 ITGB3 ITGB4 ITGB5 ITGB6 ITGB7 ITGB8 JUP LAMA2 LEF1 LMNA PKP2 RYR2 SGCA SGCB SGCD SGCG SLC8A1 TCF7 TCF7L1 TCF7L2 KEGG_ASCORBATE_AND_ALDARATE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_ASCORBATE_AND_ALDARATE_METABOLISM ALDH1B1 ALDH2 ALDH3A2 ALDH7A1 ALDH9A1 MIOX UGDH UGT1A1 UGT1A10 UGT1A3 UGT1A4 UGT1A5 UGT1A6 UGT1A7 UGT1A8 UGT1A9 UGT2A1 UGT2A3 UGT2B10 UGT2B11 UGT2B15 UGT2B17 UGT2B28 UGT2B4 UGT2B7 KEGG_ASTHMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_ASTHMA CCL11 CD40 CD40LG EPX FCER1A FCER1G HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 IL10 IL13 IL3 IL4 IL5 IL9 MS4A2 PRG2 RNASE3 TNF KEGG_AUTOIMMUNE_THYROID_DISEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_AUTOIMMUNE_THYROID_DISEASE CD28 CD40 CD40LG CD80 CD86 CGA CTLA4 FAS FASLG GZMB HLA-A HLA-B HLA-C HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IL10 IL2 IL4 IL5 PRF1 TG TPO TSHB TSHR KEGG_AXON_GUIDANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_AXON_GUIDANCE ABL1 ABLIM1 ABLIM2 ABLIM3 ARHGEF12 CDC42 CDK5 CFL1 CFL2 CHP1 CHP2 CXCL12 CXCR4 DCC DPYSL2 DPYSL5 EFNA1 EFNA2 EFNA3 EFNA4 EFNA5 EFNB1 EFNB2 EFNB3 EPHA1 EPHA2 EPHA3 EPHA4 EPHA5 EPHA6 EPHA7 EPHA8 EPHB1 EPHB2 EPHB3 EPHB4 EPHB6 FES FYN GNAI1 GNAI2 GNAI3 GSK3B HRAS ITGB1 KRAS L1CAM LIMK1 LIMK2 LRRC4C MAPK1 MAPK3 MET NCK1 NCK2 NFAT5 NFATC1 NFATC2 NFATC3 NFATC4 NGEF NRAS NRP1 NTN1 NTN3 NTN4 NTNG1 PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 PLXNA1 PLXNA2 PLXNA3 PLXNB1 PLXNB2 PLXNB3 PLXNC1 PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PTK2 RAC1 RAC2 RAC3 RASA1 RGS3 RHOA RHOD RND1 ROBO1 ROBO2 ROBO3 ROCK1 ROCK2 SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SLIT1 SLIT2 SLIT3 SRGAP1 SRGAP2 SRGAP3 UNC5A UNC5B UNC5C UNC5D KEGG_BASAL_CELL_CARCINOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_BASAL_CELL_CARCINOMA APC APC2 AXIN1 AXIN2 BMP2 BMP4 CTNNB1 DVL1 DVL2 DVL3 FZD1 FZD10 FZD2 FZD3 FZD4 FZD5 FZD6 FZD7 FZD8 FZD9 GLI1 GLI2 GLI3 GSK3B HHIP LEF1 PTCH1 PTCH2 SHH SMO STK36 SUFU TCF7 TCF7L1 TCF7L2 TP53 WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT8A WNT8B WNT9A WNT9B KEGG_BASAL_TRANSCRIPTION_FACTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_BASAL_TRANSCRIPTION_FACTORS GTF2A1 GTF2A1L GTF2A2 GTF2B GTF2E1 GTF2E2 GTF2F1 GTF2F2 GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2I GTF2IRD1 STON1 TAF1 TAF10 TAF11 TAF12 TAF13 TAF1L TAF2 TAF4 TAF4B TAF5 TAF5L TAF6 TAF6L TAF7 TAF7L TAF9 TAF9B TBP TBPL1 TBPL2 KEGG_BASE_EXCISION_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_BASE_EXCISION_REPAIR APEX1 APEX2 FEN1 HMGB1 HMGB1P1 HMGB1P40 LIG1 LIG3 MBD4 MPG MUTYH NEIL1 NEIL2 NEIL3 NTHL1 OGG1 PARP1 PARP2 PARP3 PARP4 PCNA POLB POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POLL SMUG1 TDG UNG XRCC1 KEGG_BETA_ALANINE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_BETA_ALANINE_METABOLISM ABAT ACADM ALDH1B1 ALDH2 ALDH3A2 ALDH7A1 ALDH9A1 AOC2 AOC3 CNDP1 DPYD DPYS ECHS1 EHHADH GAD1 GAD2 HADHA HIBCH MLYCD SMS SRM UPB1 KEGG_BIOSYNTHESIS_OF_UNSATURATED_FATTY_ACIDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_BIOSYNTHESIS_OF_UNSATURATED_FATTY_ACIDS ACAA1 ACOT1 ACOT2 ACOT4 ACOT7 ACOX1 ACOX3 BAAT ELOVL2 ELOVL5 ELOVL6 FADS1 FADS2 HACD1 HACD2 HADHA HSD17B12 PECR SCD SCD5 TECR YOD1 KEGG_BLADDER_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_BLADDER_CANCER ARAF BRAF CCND1 CDH1 CDK4 CDKN1A CDKN2A CXCL8 DAPK1 DAPK2 DAPK3 E2F1 E2F2 E2F3 EGF EGFR ERBB2 FGFR3 HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 MDM2 MMP1 MMP2 MMP9 MYC NRAS PGF RAF1 RASSF1 RB1 RPS6KA5 THBS1 TP53 TYMP VEGFA VEGFB VEGFC VEGFD KEGG_BUTANOATE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_BUTANOATE_METABOLISM AACS ABAT ACADS ACAT1 ACAT2 ACSM1 ACSM2A ACSM3 ACSM4 ACSM5 AKR1B10 ALDH1B1 ALDH2 ALDH3A2 ALDH5A1 ALDH7A1 ALDH9A1 BDH1 BDH2 ECHS1 EHHADH GAD1 GAD2 HADH HADHA HMGCL HMGCS1 HMGCS2 L2HGDH OXCT1 OXCT2 PDHA1 PDHA2 PDHB KEGG_B_CELL_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_B_CELL_RECEPTOR_SIGNALING_PATHWAY AKT1 AKT2 AKT3 BCL10 BLNK BTK CARD11 CD19 CD22 CD72 CD79A CD79B CD81 CHP1 CHP2 CHUK CR2 DAPP1 FCGR2B FOS GRB2 GSK3B HRAS IFITM1 IKBKB IKBKG INPP5D JUN KRAS LILRB3 LYN MALT1 MAP2K1 MAP2K2 MAPK1 MAPK3 NFAT5 NFATC1 NFATC2 NFATC3 NFATC4 NFKB1 NFKBIA NFKBIB NFKBIE NRAS PIK3AP1 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PLCG2 PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PRKCB PTPN6 RAC1 RAC2 RAC3 RAF1 RASGRP3 RELA SOS1 SOS2 SYK VAV1 VAV2 VAV3 KEGG_CALCIUM_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_CALCIUM_SIGNALING_PATHWAY ADCY1 ADCY2 ADCY3 ADCY4 ADCY7 ADCY8 ADCY9 ADORA2A ADORA2B ADRA1A ADRA1B ADRA1D ADRB1 ADRB2 ADRB3 AGTR1 ATP2A1 ATP2A2 ATP2A3 ATP2B1 ATP2B2 ATP2B3 ATP2B4 AVPR1A AVPR1B BDKRB1 BDKRB2 BST1 CACNA1A CACNA1B CACNA1C CACNA1D CACNA1E CACNA1F CACNA1G CACNA1H CACNA1I CACNA1S CALM1 CALM2 CALM3 CALML3 CALML5 CALML6 CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 CCKAR CCKBR CD38 CHP1 CHP2 CHRM1 CHRM2 CHRM3 CHRM5 CHRNA7 CYSLTR1 CYSLTR2 DRD1 DRD5 EDNRA EDNRB EGFR ERBB2 ERBB3 ERBB4 F2R GNA11 GNA14 GNA15 GNAL GNAQ GNAS GRIN1 GRIN2A GRIN2C GRIN2D GRM1 GRM5 GRPR HRH1 HRH2 HTR2A HTR2B HTR2C HTR4 HTR5A HTR6 HTR7 ITPKA ITPKB ITPR1 ITPR2 ITPR3 LHCGR LTB4R2 MYLK MYLK2 MYLK3 NOS1 NOS2 NOS3 NTSR1 OXTR P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX6 P2RX7 PDE1A PDE1B PDE1C PDGFRA PDGFRB PHKA1 PHKA2 PHKB PHKG1 PHKG2 PLCB1 PLCB2 PLCB3 PLCB4 PLCD1 PLCD3 PLCD4 PLCE1 PLCG1 PLCG2 PLCZ1 PLN PPID PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PRKACA PRKACB PRKACG PRKCA PRKCB PRKCG PRKX PTAFR PTGER1 PTGER3 PTGFR PTK2B RYR1 RYR2 RYR3 SLC25A31 SLC25A4 SLC25A5 SLC25A6 SLC8A1 SLC8A2 SLC8A3 SPHK1 SPHK2 TACR1 TACR2 TACR3 TBXA2R TNNC1 TNNC2 TRHR TRPC1 VDAC1 VDAC2 VDAC2P5 VDAC3 KEGG_CARDIAC_MUSCLE_CONTRACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_CARDIAC_MUSCLE_CONTRACTION ACTC1 ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP1B1 ATP1B2 ATP1B3 ATP1B4 ATP2A2 CACNA1C CACNA1D CACNA1F CACNA1S CACNA2D1 CACNA2D2 CACNA2D3 CACNA2D4 CACNB1 CACNB2 CACNB3 CACNB4 CACNG1 CACNG2 CACNG3 CACNG4 CACNG5 CACNG6 CACNG7 CACNG8 COX4I1 COX4I2 COX5A COX5B COX6A1 COX6A2 COX6B1 COX6B2 COX6C COX6CP3 COX7A1 COX7A2 COX7A2L COX7B COX7B2 COX7C COX8A COX8C CYC1 FXYD2 MT-CO1 MT-CO2 MT-CO3 MT-CYB MYH6 MYH7 MYL2 MYL3 RYR2 SLC8A1 SLC9A1 SLC9A6 TNNC1 TNNI3 TNNT2 TPM1 TPM2 TPM3 TPM4 UQCR10 UQCR10P1 UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRH UQCRHL UQCRQ KEGG_CELL_ADHESION_MOLECULES_CAMS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_CELL_ADHESION_MOLECULES_CAMS ALCAM CADM1 CADM3 CD2 CD22 CD226 CD274 CD276 CD28 CD34 CD4 CD40 CD40LG CD58 CD6 CD80 CD86 CD8A CD8B CD99 CDH1 CDH15 CDH2 CDH3 CDH4 CDH5 CLDN1 CLDN10 CLDN11 CLDN14 CLDN15 CLDN16 CLDN17 CLDN18 CLDN19 CLDN2 CLDN20 CLDN22 CLDN23 CLDN3 CLDN4 CLDN5 CLDN6 CLDN7 CLDN8 CLDN9 CNTN1 CNTN2 CNTNAP1 CNTNAP2 CTLA4 ESAM F11R GLG1 HLA-A HLA-B HLA-C HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G ICAM1 ICAM2 ICAM3 ICOS ICOSLG ITGA4 ITGA6 ITGA8 ITGA9 ITGAL ITGAM ITGAV ITGB1 ITGB2 ITGB7 ITGB8 JAM2 JAM3 L1CAM MADCAM1 MAG MPZ MPZL1 NCAM1 NCAM2 NECTIN1 NECTIN2 NECTIN3 NEGR1 NEO1 NFASC NLGN1 NLGN2 NLGN3 NLGN4X NRCAM NRXN1 NRXN2 NRXN3 OCLN PDCD1 PDCD1LG2 PECAM1 PTPRC PTPRF PTPRM PVR SDC1 SDC2 SDC3 SDC4 SELE SELL SELP SELPLG SIGLEC1 SPN VCAM1 VCAN KEGG_CELL_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_CELL_CYCLE ABL1 ANAPC1 ANAPC10 ANAPC11 ANAPC13 ANAPC2 ANAPC4 ANAPC5 ANAPC7 ATM ATR BUB1 BUB1B BUB3 CCNA1 CCNA2 CCNB1 CCNB2 CCNB3 CCND1 CCND2 CCND3 CCNE1 CCNE2 CCNH CDC14A CDC14B CDC16 CDC20 CDC23 CDC25A CDC25B CDC25C CDC26 CDC27 CDC45 CDC6 CDC7 CDK1 CDK2 CDK4 CDK6 CDK7 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CDKN2D CHEK1 CHEK2 CREBBP CUL1 DBF4 E2F1 E2F2 E2F3 E2F4 E2F5 EP300 ESPL1 FZR1 GADD45A GADD45B GADD45G GSK3B HDAC1 HDAC2 MAD1L1 MAD2L1 MAD2L2 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MDM2 MYC ORC1 ORC2 ORC3 ORC4 ORC5 ORC6 PCNA PKMYT1 PLK1 PRKDC PTTG1 PTTG2 RAD21 RB1 RBL1 RBL2 RBX1 SFN SKP1 SKP1P2 SKP2 SMAD2 SMAD3 SMAD4 SMC1A SMC1B SMC3 STAG1 STAG2 TFDP1 TFDP2 TGFB1 TGFB2 TGFB3 TP53 TTK WEE1 WEE2 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ ZBTB17 KEGG_CHEMOKINE_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_CHEMOKINE_SIGNALING_PATHWAY ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 AKT1 AKT2 AKT3 ARRB1 ARRB2 BCAR1 BRAF CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL27 CCL28 CCL3 CCL3L1 CCL3L3 CCL4 CCL4L2 CCL5 CCL7 CCL8 CCR1 CCR10 CCR2 CCR3 CCR4 CCR5 CCR6 CCR7 CCR8 CCR9 CDC42 CHUK CRK CRKL CSK CX3CL1 CX3CR1 CXCL1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL14 CXCL16 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 CXCR1 CXCR2 CXCR3 CXCR4 CXCR5 CXCR6 DOCK2 ELMO1 FGR FOXO3 GNAI1 GNAI2 GNAI3 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 GRB2 GRK1 GRK2 GRK3 GRK4 GRK5 GRK6 GRK7 GSK3A GSK3B HCK HRAS IKBKB IKBKG ITK JAK2 JAK3 KRAS LYN MAP2K1 MAPK1 MAPK3 NCF1 NFKB1 NFKBIA NFKBIB NRAS PAK1 PARD3 PF4 PF4V1 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PLCB1 PLCB2 PLCB3 PLCB4 PPBP PPBPP1 PREX1 PRKACA PRKACB PRKACG PRKCB PRKCD PRKCZ PRKX PTK2 PTK2B PXN RAC1 RAC2 RAF1 RAP1A RAP1B RASGRP2 RELA RHOA ROCK1 ROCK2 SHC1 SHC2 SHC3 SHC4 SOS1 SOS2 STAT1 STAT2 STAT3 STAT5B TIAM1 TIAM2 VAV1 VAV2 VAV3 WAS WASL XCL1 XCL2 XCR1 KEGG_CHRONIC_MYELOID_LEUKEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_CHRONIC_MYELOID_LEUKEMIA ABL1 AKT1 AKT2 AKT3 ARAF BAD BCL2L1 BCR BRAF CBL CBLB CBLC CCND1 CDK4 CDK6 CDKN1A CDKN1B CDKN2A CHUK CRK CRKL CTBP1 CTBP2 E2F1 E2F2 E2F3 GAB2 GRB2 HDAC1 HDAC2 HRAS IKBKB IKBKG KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 MDM2 MECOM MYC NFKB1 NFKBIA NRAS PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PTPN11 RAF1 RB1 RELA RUNX1 SHC1 SHC2 SHC3 SHC4 SMAD3 SMAD4 SOS1 SOS2 STAT5A STAT5B TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TP53 KEGG_CIRCADIAN_RHYTHM_MAMMAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_CIRCADIAN_RHYTHM_MAMMAL BHLHE40 BHLHE41 BMAL1 CLOCK CRY1 CRY2 CSNK1D CSNK1E NPAS2 NR1D1 PER1 PER2 PER3 KEGG_CITRATE_CYCLE_TCA_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_CITRATE_CYCLE_TCA_CYCLE ACLY ACO1 ACO2 CS DLAT DLD DLST FH IDH1 IDH2 IDH3A IDH3B IDH3G MDH1 MDH2 OGDH OGDHL PC PCK1 PCK2 PDHA1 PDHA2 PDHB SDHA SDHB SDHC SDHD SUCLA2 SUCLG1 SUCLG2 SUCLG2P2 KEGG_COLORECTAL_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_COLORECTAL_CANCER AKT1 AKT2 AKT3 APC APC2 APPL1 ARAF AXIN1 AXIN2 BAD BAX BCL2 BIRC5 BRAF CASP3 CASP9 CCND1 CTNNB1 CYCS DCC FOS GSK3B JUN KRAS LEF1 MAP2K1 MAPK1 MAPK10 MAPK3 MAPK8 MAPK9 MLH1 MSH2 MSH3 MSH6 MYC PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 RAC1 RAC2 RAC3 RAF1 RALGDS RHOA SMAD2 SMAD3 SMAD4 TCF7 TCF7L1 TCF7L2 TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TP53 KEGG_COMPLEMENT_AND_COAGULATION_CASCADES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_COMPLEMENT_AND_COAGULATION_CASCADES A2M BDKRB1 BDKRB2 C1QA C1QB C1QC C1R C1S C2 C3 C3AR1 C4A C4B C4BPA C4BPB C5 C5AR1 C6 C7 C8A C8B C8G C9 CD46 CD55 CD59 CFB CFD CFH CFI CPB2 CR1 CR2 F10 F11 F12 F13A1 F13B F2 F2R F3 F5 F7 F8 F9 FGA FGB FGG KLKB1 KNG1 MASP1 MASP2 MBL2 PLAT PLAU PLAUR PLG PROC PROS1 SERPINA1 SERPINA5 SERPINC1 SERPIND1 SERPINE1 SERPINF2 SERPING1 TFPI THBD VWF KEGG_CYSTEINE_AND_METHIONINE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_CYSTEINE_AND_METHIONINE_METABOLISM ADI1 AHCY AHCYL1 AHCYL2 AMD1 APIP BHMT CBS CDO1 CTH DNMT1 DNMT3A DNMT3B DNMT3L ENOPH1 GOT1 GOT2 IL4I1 LDHA LDHAL6A LDHAL6B LDHB LDHC MAT1A MAT2A MAT2B MPST MTAP MTR SDS SMS SRM TAT TRDMT1 KEGG_CYTOKINE_CYTOKINE_RECEPTOR_INTERACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_CYTOKINE_CYTOKINE_RECEPTOR_INTERACTION ACVR1 ACVR1B ACVR2A ACVR2B ACVRL1 AMH AMHR2 BMP2 BMP7 BMPR1A BMPR1B BMPR2 CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL27 CCL28 CCL3 CCL3L1 CCL3L3 CCL4 CCL4L2 CCL5 CCL7 CCL8 CCR1 CCR10 CCR2 CCR3 CCR4 CCR5 CCR6 CCR7 CCR8 CCR9 CD27 CD40 CD40LG CD70 CLCF1 CNTF CNTFR CRLF2 CSF1 CSF1R CSF2 CSF2RA CSF2RB CSF3 CSF3R CTF1 CX3CL1 CX3CR1 CXCL1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL14 CXCL16 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 CXCR1 CXCR2 CXCR3 CXCR4 CXCR5 CXCR6 EDA EDA2R EDAR EGF EGFR EPO EPOR FAS FASLG FLT1 FLT3 FLT3LG FLT4 GDF5 GH1 GH2 GHR HGF IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR1 IFNAR2 IFNB1 IFNE IFNG IFNGR1 IFNGR2 IFNK IFNL1 IFNL2 IFNL3 IFNLR1 IFNW1 IL10 IL10RA IL10RB IL11 IL11RA IL12A IL12B IL12RB1 IL12RB2 IL13 IL13RA1 IL15 IL15RA IL17A IL17B IL17RA IL17RB IL18 IL18R1 IL18RAP IL19 IL1A IL1B IL1R1 IL1R2 IL1RAP IL2 IL20 IL20RA IL20RB IL21 IL21R IL22 IL22RA1 IL22RA2 IL23A IL23R IL24 IL25 IL26 IL2RA IL2RB IL2RG IL3 IL3RA IL4 IL4R IL5 IL5RA IL6 IL6R IL6ST IL7 IL7R IL9 IL9R INHBA INHBB INHBC INHBE KDR KIT KITLG LEP LEPR LIF LIFR LTA LTB LTBR MET MPL NGFR OSM OSMR PDGFA PDGFB PDGFC PDGFRA PDGFRB PF4 PF4V1 PLEKHO2 PPBP PPBPP1 PRL PRLR RELT TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TNF TNFRSF10A TNFRSF10B TNFRSF10C TNFRSF10D TNFRSF11A TNFRSF11B TNFRSF12A TNFRSF13B TNFRSF13C TNFRSF14 TNFRSF17 TNFRSF18 TNFRSF19 TNFRSF1A TNFRSF1B TNFRSF21 TNFRSF25 TNFRSF4 TNFRSF6B TNFRSF8 TNFRSF9 TNFSF10 TNFSF11 TNFSF12 TNFSF13 TNFSF13B TNFSF14 TNFSF15 TNFSF18 TNFSF4 TNFSF8 TNFSF9 TPO TSLP VEGFA VEGFB VEGFC VEGFD XCL1 XCL2 XCR1 KEGG_CYTOSOLIC_DNA_SENSING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_CYTOSOLIC_DNA_SENSING_PATHWAY ADAR AIM2 CASP1 CCL4 CCL4L2 CCL5 CHUK CXCL10 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IKBKB IKBKE IKBKG IL18 IL1B IL33 IL6 IRF3 IRF7 MAVS NFKB1 NFKBIA NFKBIB POLR1C POLR1D POLR3A POLR3B POLR3C POLR3D POLR3F POLR3G POLR3GL POLR3H POLR3K PYCARD RELA RIGI RIPK1 RIPK3 STING1 TBK1 TREX1 ZBP1 KEGG_DILATED_CARDIOMYOPATHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_DILATED_CARDIOMYOPATHY ACTB ACTC1 ACTG1 ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ADRB1 ATP2A2 CACNA1C CACNA1D CACNA1F CACNA1S CACNA2D1 CACNA2D2 CACNA2D3 CACNA2D4 CACNB1 CACNB2 CACNB3 CACNB4 CACNG1 CACNG2 CACNG3 CACNG4 CACNG5 CACNG6 CACNG7 CACNG8 DAG1 DES DMD EMD GNAS IGF1 ITGA1 ITGA10 ITGA11 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA6 ITGA7 ITGA8 ITGA9 ITGAV ITGB1 ITGB3 ITGB4 ITGB5 ITGB6 ITGB7 ITGB8 LAMA2 LMNA MYBPC3 MYH6 MYH7 MYL2 MYL3 PLN PRKACA PRKACB PRKACG PRKX RYR2 SGCA SGCB SGCD SGCG SLC8A1 TGFB1 TGFB2 TGFB3 TNF TNNC1 TNNI3 TNNT2 TPM1 TPM2 TPM3 TPM4 TTN KEGG_DNA_REPLICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_DNA_REPLICATION DNA2 FEN1 LIG1 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 PCNA POLA1 POLA2 POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 PRIM1 PRIM2 RFC1 RFC2 RFC3 RFC4 RFC5 RNASEH1 RNASEH2A RNASEH2B RNASEH2C RPA1 RPA2 RPA3 RPA4 SSBP1 KEGG_DORSO_VENTRAL_AXIS_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_DORSO_VENTRAL_AXIS_FORMATION CPEB1 EGFR ETS1 ETS2 ETV6 ETV7 FMN2 GRB2 KRAS MAP2K1 MAPK1 MAPK3 NOTCH1 NOTCH2 NOTCH3 NOTCH4 PIWIL1 PIWIL2 PIWIL3 PIWIL4 SOS1 SOS2 SPIRE1 SPIRE2 KEGG_DRUG_METABOLISM_CYTOCHROME_P450 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_DRUG_METABOLISM_CYTOCHROME_P450 ADH1A ADH1B ADH1C ADH4 ADH5 ADH6 ADH7 ALDH1A3 ALDH3A1 ALDH3B1 ALDH3B2 AOX1 CYP1A2 CYP2A13 CYP2A6 CYP2A7 CYP2B6 CYP2C18 CYP2C19 CYP2C8 CYP2C9 CYP2D6 CYP2E1 CYP3A4 CYP3A43 CYP3A5 CYP3A7 FMO1 FMO2 FMO3 FMO4 FMO5 GSTA1 GSTA2 GSTA3 GSTA4 GSTA5 GSTK1 GSTM1 GSTM2 GSTM3 GSTM4 GSTM5 GSTO1 GSTO2 GSTP1 GSTT1 GSTT2 GSTZ1 MAOA MAOB MGST1 MGST2 MGST3 UGT1A1 UGT1A10 UGT1A3 UGT1A4 UGT1A5 UGT1A6 UGT1A7 UGT1A8 UGT1A9 UGT2A1 UGT2A3 UGT2B10 UGT2B11 UGT2B15 UGT2B17 UGT2B28 UGT2B4 UGT2B7 KEGG_DRUG_METABOLISM_OTHER_ENZYMES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_DRUG_METABOLISM_OTHER_ENZYMES CDA CES1 CES2 CES5A CYP2A13 CYP2A6 CYP2A7 CYP3A4 CYP3A43 CYP3A5 CYP3A7 DPYD DPYS GMPS GUSB HPRT1 IMPDH1 IMPDH2 ITPA NAT1 NAT2 TK1 TK2 TPMT TYMP UCK1 UCK2 UCKL1 UGT1A1 UGT1A10 UGT1A3 UGT1A4 UGT1A5 UGT1A6 UGT1A7 UGT1A8 UGT1A9 UGT2A1 UGT2A3 UGT2B10 UGT2B11 UGT2B15 UGT2B17 UGT2B28 UGT2B4 UGT2B7 UMPS UPB1 UPP1 UPP2 XDH KEGG_ECM_RECEPTOR_INTERACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_ECM_RECEPTOR_INTERACTION AGRN CD36 CD44 CD47 CHAD COL11A1 COL11A2 COL1A1 COL1A2 COL2A1 COL3A1 COL4A1 COL4A2 COL4A4 COL4A6 COL5A1 COL5A2 COL5A3 COL6A1 COL6A2 COL6A3 COL6A6 COMP DAG1 FN1 GP1BA GP1BB GP5 GP6 GP9 HMMR HSPG2 IBSP ITGA1 ITGA10 ITGA11 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA6 ITGA7 ITGA8 ITGA9 ITGAV ITGB1 ITGB3 ITGB4 ITGB5 ITGB6 ITGB7 ITGB8 LAMA1 LAMA2 LAMA3 LAMA4 LAMA5 LAMB1 LAMB2 LAMB3 LAMB4 LAMC1 LAMC2 LAMC3 RELN SDC1 SDC2 SDC3 SDC4 SPP1 SV2A SV2B SV2C THBS1 THBS2 THBS3 THBS4 TNC TNN TNR TNXB VTN VWF KEGG_ENDOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_ENDOCYTOSIS ACAP1 ACAP2 ACAP3 ADRB1 ADRB2 ADRB3 AGAP1 AGAP2 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 ARAP1 ARAP2 ARAP3 ARF6 ARFGAP1 ARFGAP2 ARFGAP3 ARRB1 ARRB2 ASAP1 ASAP2 ASAP3 CBL CBLB CBLC CCR5 CDC42 CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP5 CHMP6 CLTA CLTB CLTC CLTCL1 CSF1R CXCR1 CXCR2 CXCR4 DAB2 DNAJC6 DNM1 DNM1L DNM2 DNM3 EEA1 EGF EGFR EHD1 EHD2 EHD3 EHD4 EPN1 EPN2 EPN3 EPS15 ERBB3 ERBB4 F2R FGFR2 FGFR3 FGFR4 FLT1 GIT1 GIT2 GRK1 GRK2 GRK3 GRK4 GRK5 GRK6 GRK7 HGS HLA-A HLA-B HLA-C HLA-E HLA-F HLA-G HRAS HSPA1A HSPA1B HSPA1L HSPA2 HSPA6 HSPA8 IGF1R IL2RA IL2RB IL2RG IQSEC1 IQSEC2 IQSEC3 ITCH KDR KIT LDLR LDLRAP1 MDM2 MET MVB12A MVB12B NEDD4 NEDD4L NTRK1 PARD3 PARD6A PARD6B PARD6G PDCD6IP PDGFRA PIKFYVE PIP4K2B PIP5K1A PIP5K1B PIP5K1C PLD1 PLD2 PRKCI PRKCZ PSD PSD2 PSD3 PSD4 RAB11A RAB11B RAB11FIP1 RAB11FIP2 RAB11FIP3 RAB11FIP4 RAB11FIP5 RAB22A RAB31 RAB4A RAB5A RAB5B RAB5C RABEP1 RBSN RET RNF41 RUFY1 SH3GL1 SH3GL2 SH3GL3 SH3GLB1 SH3GLB2 SH3KBP1 SMAP1 SMAP2 SMURF1 SMURF2 SNF8 SRC STAM STAM2 STAMBP TFRC TRAF6 TSG101 USP8 VPS25 VPS28 VPS36 VPS37A VPS37B VPS37C VPS37D VPS45 VPS4A VPS4B VTA1 WWP1 KEGG_ENDOMETRIAL_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_ENDOMETRIAL_CANCER AKT1 AKT2 AKT3 APC APC2 ARAF AXIN1 AXIN2 BAD BRAF CASP9 CCND1 CDH1 CTNNA1 CTNNA2 CTNNA3 CTNNB1 EGF EGFR ELK1 ERBB2 FOXO3 GRB2 GSK3B HRAS ILK KRAS LEF1 MAP2K1 MAP2K2 MAPK1 MAPK3 MLH1 MYC NRAS PDPK1 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PTEN RAF1 SOS1 SOS2 TCF7 TCF7L1 TCF7L2 TP53 KEGG_EPITHELIAL_CELL_SIGNALING_IN_HELICOBACTER_PYLORI_INFECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_EPITHELIAL_CELL_SIGNALING_IN_HELICOBACTER_PYLORI_INFECTION ADAM10 ADAM17 ATP6AP1 ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1C2 ATP6V1D ATP6V1E1 ATP6V1E2 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1G3 ATP6V1H CASP3 CCL5 CDC42 CHUK CSK CXCL1 CXCL8 CXCR1 CXCR2 EGFR F11R GIT1 HBEGF IGSF5 IKBKB IKBKG JAM2 JAM3 JUN LYN MAP2K4 MAP3K14 MAPK10 MAPK11 MAPK12 MAPK13 MAPK14 MAPK8 MAPK9 MET NFKB1 NFKBIA NOD1 PAK1 PLCG1 PLCG2 PTPN11 PTPRZ1 RAC1 RELA SRC TCIRG1 TJP1 KEGG_ERBB_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_ERBB_SIGNALING_PATHWAY ABL1 ABL2 AKT1 AKT2 AKT3 ARAF AREG BAD BRAF BTC CAMK2A CAMK2B CAMK2D CAMK2G CBL CBLB CBLC CDKN1A CDKN1B CRK CRKL EGF EGFR EIF4EBP1 ELK1 ERBB2 ERBB3 ERBB4 EREG GAB1 GRB2 GSK3B HBEGF HRAS JUN KRAS MAP2K1 MAP2K2 MAP2K4 MAP2K7 MAPK1 MAPK10 MAPK3 MAPK8 MAPK9 MTOR MYC NCK1 NCK2 NRAS NRG1 NRG2 NRG3 NRG4 PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PLCG1 PLCG2 PRKCA PRKCB PRKCG PTK2 RAF1 RPS6KB1 RPS6KB2 SHC1 SHC2 SHC3 SHC4 SOS1 SOS2 SRC STAT5A STAT5B TGFA KEGG_ETHER_LIPID_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_ETHER_LIPID_METABOLISM AGPS CHPT1 ENPP2 ENPP6 JMJD7-PLA2G4B LPCAT1 LPCAT2 LPCAT4 PAFAH1B1 PAFAH1B2 PAFAH1B3 PAFAH2 PLA2G10 PLA2G12A PLA2G12B PLA2G1B PLA2G2A PLA2G2C PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G4A PLA2G4B PLA2G4E PLA2G5 PLA2G6 PLA2G7 PLD1 PLD2 PLPP1 PLPP2 PLPP3 KEGG_FATTY_ACID_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_FATTY_ACID_METABOLISM ACAA1 ACAA2 ACADL ACADM ACADS ACADSB ACADVL ACAT1 ACAT2 ACOX1 ACOX3 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 ADH1A ADH1B ADH1C ADH4 ADH5 ADH6 ADH7 ALDH1B1 ALDH2 ALDH3A2 ALDH7A1 ALDH9A1 CPT1A CPT1B CPT1C CPT2 CYP4A11 CYP4A22 ECHS1 ECI1 ECI2 EHHADH GCDH HADH HADHA HADHB KEGG_FC_EPSILON_RI_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_FC_EPSILON_RI_SIGNALING_PATHWAY AKT1 AKT2 AKT3 BTK CSF2 FCER1A FCER1G FYN GAB2 GRB2 HRAS IL13 IL3 IL4 IL5 INPP5D JMJD7-PLA2G4B KRAS LAT LCP2 LYN MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K6 MAP2K7 MAPK1 MAPK10 MAPK11 MAPK12 MAPK13 MAPK14 MAPK3 MAPK8 MAPK9 MS4A2 NRAS PDPK1 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PLA2G10 PLA2G12A PLA2G12B PLA2G1B PLA2G2A PLA2G2C PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G4A PLA2G4B PLA2G4E PLA2G5 PLA2G6 PLCG1 PLCG2 PRKCA PRKCB PRKCD PRKCE RAC1 RAC2 RAC3 RAF1 SOS1 SOS2 SYK TNF VAV1 VAV2 VAV3 KEGG_FC_GAMMA_R_MEDIATED_PHAGOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_FC_GAMMA_R_MEDIATED_PHAGOCYTOSIS AKT1 AKT2 AKT3 AMPH ARF6 ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 ARPC5L ASAP1 ASAP2 ASAP3 CDC42 CFL1 CFL2 CRK CRKL DNM1 DNM1L DNM2 DNM3 DOCK2 FCGR1A FCGR2A FCGR2B FCGR2C FCGR3A GAB2 GSN HCK INPP5D LAT LIMK1 LIMK2 LYN MAP2K1 MAPK1 MAPK3 MARCKS MARCKSL1 MYO10 NCF1 PAK1 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PIKFYVE PIP4K2B PIP5K1A PIP5K1B PIP5K1C PLA2G4A PLA2G4B PLA2G4D PLA2G4E PLA2G4F PLA2G6 PLCG1 PLCG2 PLD1 PLD2 PLPP1 PLPP2 PLPP3 PRKCA PRKCB PRKCD PRKCE PRKCG PTPRC RAC1 RAC2 RAF1 RPS6KB1 RPS6KB2 SCIN SPHK1 SPHK2 SYK VASP VAV1 VAV2 VAV3 WAS WASF1 WASF2 WASF3 WASL KEGG_FOCAL_ADHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_FOCAL_ADHESION ACTB ACTG1 ACTN1 ACTN2 ACTN3 ACTN4 AKT1 AKT2 AKT3 ARHGAP35 ARHGAP5 BAD BCAR1 BCL2 BIRC2 BIRC3 BRAF CAPN2 CAV1 CAV2 CAV3 CCND1 CCND2 CCND3 CDC42 CHAD COL11A1 COL11A2 COL1A1 COL1A2 COL2A1 COL3A1 COL4A1 COL4A2 COL4A4 COL4A6 COL5A1 COL5A2 COL5A3 COL6A1 COL6A2 COL6A3 COL6A6 COMP CRK CRKL CTNNB1 DIAPH1 DOCK1 EGF EGFR ELK1 ERBB2 FLNA FLNB FLNC FLT1 FLT4 FN1 FYN GRB2 GSK3B HGF HRAS IBSP IGF1 IGF1R ILK ITGA1 ITGA10 ITGA11 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA6 ITGA7 ITGA8 ITGA9 ITGAV ITGB1 ITGB3 ITGB4 ITGB5 ITGB6 ITGB7 ITGB8 JUN KDR LAMA1 LAMA2 LAMA3 LAMA4 LAMA5 LAMB1 LAMB2 LAMB3 LAMB4 LAMC1 LAMC2 LAMC3 MAP2K1 MAPK1 MAPK10 MAPK3 MAPK8 MAPK9 MET MYL10 MYL11 MYL12A MYL12B MYL2 MYL5 MYL7 MYL9 MYLK MYLK2 MYLK3 PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 PARVA PARVB PARVG PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PDPK1 PGF PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PIP5K1C PPP1CA PPP1CB PPP1CC PPP1R12A PRKCA PRKCB PRKCG PTEN PTK2 PXN RAC1 RAC2 RAC3 RAF1 RAP1A RAP1B RAPGEF1 RASGRF1 RELN RHOA ROCK1 ROCK2 SHC1 SHC2 SHC3 SHC4 SOS1 SOS2 SPP1 SRC THBS1 THBS2 THBS3 THBS4 TLN1 TLN2 TNC TNN TNR TNXB VASP VAV1 VAV2 VAV3 VCL VEGFA VEGFB VEGFC VEGFD VTN VWF XIAP ZYX KEGG_FOLATE_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_FOLATE_BIOSYNTHESIS ALPG ALPI ALPL ALPP DHFR FPGS GCH1 GGH PTS QDPR SPR KEGG_FRUCTOSE_AND_MANNOSE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_FRUCTOSE_AND_MANNOSE_METABOLISM AKR1B1 AKR1B10 ALDOA ALDOB ALDOC FBP1 FBP2 FCSK FPGT GFUS GMDS GMPPA GMPPB HK1 HK2 HK3 KHK MPI MTMR1 MTMR2 MTMR6 MTMR7 PFKFB1 PFKFB2 PFKFB3 PFKFB4 PFKL PFKM PFKP PHPT1 PMM1 PMM2 SORD TPI1 KEGG_GALACTOSE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_GALACTOSE_METABOLISM AKR1B1 B4GALT1 B4GALT2 G6PC1 G6PC2 GAA GALE GALK1 GALK2 GALT GANC GCK GLA GLB1 HK1 HK2 HK3 LALBA LCT MGAM PFKL PFKM PFKP PGM1 PGM2 UGP2 KEGG_GAP_JUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_GAP_JUNCTION ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ADRB1 CDK1 CSNK1D DRD1 DRD2 EGF EGFR GJA1 GJD2 GNA11 GNAI1 GNAI2 GNAI3 GNAQ GNAS GRB2 GRM1 GRM5 GUCY1A1 GUCY1A2 GUCY1B1 HRAS HTR2A HTR2B HTR2C ITPR1 ITPR2 ITPR3 KRAS LPAR1 MAP2K1 MAP2K2 MAP2K5 MAP3K2 MAPK1 MAPK3 MAPK7 NRAS PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PLCB1 PLCB2 PLCB3 PLCB4 PRKACA PRKACB PRKACG PRKCA PRKCB PRKCG PRKG1 PRKG2 PRKX RAF1 SOS1 SOS2 SRC TJP1 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA8 TUBAL3 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB7P TUBB8 KEGG_GLIOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_GLIOMA AKT1 AKT2 AKT3 ARAF BRAF CALM1 CALM2 CALM3 CALML3 CALML5 CALML6 CAMK2A CAMK2B CAMK2D CAMK2G CCND1 CDK4 CDK6 CDKN1A CDKN2A E2F1 E2F2 E2F3 EGF EGFR GRB2 HRAS IGF1 IGF1R KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 MDM2 MTOR NRAS PDGFA PDGFB PDGFRA PDGFRB PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PLCG1 PLCG2 PRKCA PRKCB PRKCG PTEN RAF1 RB1 SHC1 SHC2 SHC3 SHC4 SOS1 SOS2 TGFA TP53 KEGG_GLUTATHIONE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_GLUTATHIONE_METABOLISM ANPEP G6PD GCLC GCLM GGCT GGT1 GGT5 GGT6 GGT7 GPX1 GPX2 GPX3 GPX4 GPX5 GPX6 GPX7 GSR GSS GSTA1 GSTA2 GSTA3 GSTA4 GSTA5 GSTK1 GSTM1 GSTM2 GSTM3 GSTM4 GSTM5 GSTO1 GSTO2 GSTP1 GSTT1 GSTT2 GSTZ1 IDH1 IDH2 LAP3 MGST1 MGST2 MGST3 ODC1 OPLAH PGD RRM1 RRM2 RRM2B SMS SRM TXNDC12 KEGG_GLYCEROLIPID_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_GLYCEROLIPID_METABOLISM AGK AGPAT1 AGPAT2 AGPAT3 AGPAT4 AKR1A1 AKR1B1 ALDH1B1 ALDH2 ALDH3A2 ALDH7A1 ALDH9A1 AWAT2 CEL DGAT1 DGAT2 DGKA DGKB DGKD DGKE DGKG DGKH DGKI DGKQ DGKZ GK GK2 GLA GLYCTK GPAM GPAT2 GPAT3 GPAT4 LCLAT1 LIPC LIPF LIPG LPL MBOAT1 MBOAT2 MGLL PLPP1 PLPP2 PLPP3 PNLIP PNLIPRP1 PNLIPRP2 PNPLA3 TKFC KEGG_GLYCEROPHOSPHOLIPID_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_GLYCEROPHOSPHOLIPID_METABOLISM ACHE ADPRM AGPAT1 AGPAT2 AGPAT3 AGPAT4 CDIPT CDS1 CDS2 CHAT CHKA CHKB CHPT1 CRLS1 DGKA DGKB DGKD DGKE DGKG DGKH DGKI DGKQ DGKZ ETNK1 ETNK2 GNPAT GPAM GPAT2 GPAT3 GPAT4 GPD1 GPD1L GPD2 JMJD7-PLA2G4B LCAT LCLAT1 LPCAT1 LPCAT2 LPCAT3 LPCAT4 LPGAT1 LYPLA1 LYPLA2 MBOAT1 MBOAT2 MBOAT7 PCYT1A PCYT1B PCYT2 PEMT PGS1 PHOSPHO1 PISD PLA2G10 PLA2G12A PLA2G12B PLA2G15 PLA2G1B PLA2G2A PLA2G2C PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G4A PLA2G4B PLA2G4E PLA2G5 PLA2G6 PLD1 PLD2 PLPP1 PLPP2 PLPP3 PTDSS1 PTDSS2 TAFAZZIN KEGG_GLYCINE_SERINE_AND_THREONINE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_GLYCINE_SERINE_AND_THREONINE_METABOLISM AGXT AGXT2 ALAS1 ALAS2 AMT AOC2 AOC3 BHMT CBS CHDH CTH DAO DLD DMGDH GAMT GATM GCAT GLDC GLYCTK GNMT MAOA MAOB PHGDH PIPOX PSAT1 PSPH SARDH SDS SHMT1 SHMT2 SRR KEGG_GLYCOLYSIS_GLUCONEOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_GLYCOLYSIS_GLUCONEOGENESIS ACSS1 ACSS2 ADH1A ADH1B ADH1C ADH4 ADH5 ADH6 ADH7 AKR1A1 ALDH1A3 ALDH1B1 ALDH2 ALDH3A1 ALDH3A2 ALDH3B1 ALDH3B2 ALDH7A1 ALDH9A1 ALDOA ALDOB ALDOC BPGM DLAT DLD ENO1 ENO2 ENO3 FBP1 FBP2 G6PC1 G6PC2 GALM GAPDH GCK GPI HK1 HK2 HK3 LDHA LDHAL6A LDHAL6B LDHB LDHC PCK1 PCK2 PDHA1 PDHA2 PDHB PFKL PFKM PFKP PGAM1 PGAM2 PGAM4 PGK1 PGK2 PGM1 PGM2 PKLR PKM TPI1 KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_CHONDROITIN_SULFATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_CHONDROITIN_SULFATE B3GALT6 B3GAT1 B3GAT2 B3GAT3 B4GALT7 CHPF CHPF2 CHST11 CHST12 CHST13 CHST14 CHST15 CHST3 CHST7 CHSY1 CHSY3 CSGALNACT1 CSGALNACT2 DSE UST XYLT1 XYLT2 KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_HEPARAN_SULFATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_HEPARAN_SULFATE B3GALT6 B3GAT1 B3GAT2 B3GAT3 B4GALT7 EXT1 EXT2 EXTL1 EXTL2 EXTL3 GLCE HS2ST1 HS3ST1 HS3ST2 HS3ST3A1 HS3ST3B1 HS3ST5 HS6ST1 HS6ST2 HS6ST3 NDST1 NDST2 NDST3 NDST4 XYLT1 XYLT2 KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_KERATAN_SULFATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_KERATAN_SULFATE B3GNT2 B3GNT7 B4GALT1 B4GALT2 B4GALT3 B4GALT4 B4GAT1 CHST1 CHST2 CHST4 CHST6 FUT8 ST3GAL1 ST3GAL2 ST3GAL3 KEGG_GLYCOSAMINOGLYCAN_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_GLYCOSAMINOGLYCAN_DEGRADATION ARSB GALNS GLB1 GNS GUSB HEXA HEXB HGSNAT HPSE HPSE2 HS3ST3A1 HS3ST3B1 HYAL1 HYAL2 HYAL3 HYAL4 IDS IDUA NAGLU SGSH SPAM1 KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_GANGLIO_SERIES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_GANGLIO_SERIES B3GALT4 B4GALNT1 GLB1 HEXA HEXB SLC33A1 ST3GAL1 ST3GAL2 ST3GAL5 ST6GALNAC3 ST6GALNAC4 ST6GALNAC5 ST6GALNAC6 ST8SIA1 ST8SIA5 KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_GLOBO_SERIES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_GLOBO_SERIES A4GALT B3GALNT1 B3GALT5 FUT1 FUT2 FUT9 GBGT1 GLA HEXA HEXB NAGA ST3GAL1 ST3GAL2 ST8SIA1 KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_LACTO_AND_NEOLACTO_SERIES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_LACTO_AND_NEOLACTO_SERIES ABO B3GALT1 B3GALT2 B3GALT5 B3GNT2 B3GNT3 B3GNT4 B3GNT5 B4GALT1 B4GALT2 B4GALT3 B4GALT4 B4GAT1 FUT1 FUT2 FUT3 FUT4 FUT5 FUT6 FUT7 FUT9 GCNT2 ST3GAL3 ST3GAL4 ST3GAL6 ST8SIA1 KEGG_GLYCOSYLPHOSPHATIDYLINOSITOL_GPI_ANCHOR_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_GLYCOSYLPHOSPHATIDYLINOSITOL_GPI_ANCHOR_BIOSYNTHESIS DPM2 GPAA1 GPLD1 PGAP1 PIGA PIGB PIGC PIGF PIGG PIGH PIGK PIGL PIGM PIGN PIGO PIGP PIGQ PIGS PIGT PIGU PIGV PIGW PIGX PIGY PIGZ KEGG_GLYOXYLATE_AND_DICARBOXYLATE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_GLYOXYLATE_AND_DICARBOXYLATE_METABOLISM ACO1 ACO2 AFMID CS GLYCTK GRHPR HAO1 HAO2 HYI MDH1 MDH2 MTHFD1 MTHFD1L MTHFD2 MTHFD2L PGP KEGG_GNRH_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_GNRH_SIGNALING_PATHWAY ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ATF4 CACNA1C CACNA1D CACNA1F CACNA1S CALM1 CALM2 CALM3 CALML3 CALML5 CALML6 CAMK2A CAMK2B CAMK2D CAMK2G CDC42 CGA EGFR ELK1 FSHB GNA11 GNAQ GNAS GNRH1 GNRH2 GNRHR GRB2 HBEGF HRAS ITPR1 ITPR2 ITPR3 JMJD7-PLA2G4B JUN KRAS LHB MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K6 MAP2K7 MAP3K1 MAP3K2 MAP3K3 MAP3K4 MAPK1 MAPK10 MAPK11 MAPK12 MAPK13 MAPK14 MAPK3 MAPK7 MAPK8 MAPK9 MMP14 MMP2 NRAS PLA2G10 PLA2G12A PLA2G12B PLA2G1B PLA2G2A PLA2G2C PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G4A PLA2G4B PLA2G4E PLA2G5 PLA2G6 PLCB1 PLCB2 PLCB3 PLCB4 PLD1 PLD2 PRKACA PRKACB PRKACG PRKCA PRKCB PRKCD PRKX PTK2B RAF1 SOS1 SOS2 SRC KEGG_GRAFT_VERSUS_HOST_DISEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_GRAFT_VERSUS_HOST_DISEASE CD28 CD80 CD86 FAS FASLG GZMB HLA-A HLA-B HLA-C HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G IFNG IL1A IL1B IL2 IL6 KIR2DL1 KIR2DL2 KIR2DL3 KIR2DL5A KIR3DL1 KIR3DL2 KLRC1 KLRD1 PRF1 TNF KEGG_HEDGEHOG_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_HEDGEHOG_SIGNALING_PATHWAY BMP2 BMP4 BMP5 BMP6 BMP7 BMP8A BMP8B BTRC CSNK1A1 CSNK1A1L CSNK1D CSNK1E CSNK1G1 CSNK1G2 CSNK1G3 DHH FBXW11 GAS1 GLI1 GLI2 GLI3 GSK3B HHIP IHH LRP2 PRKACA PRKACB PRKACG PRKX PTCH1 PTCH2 RAB23 SHH SMO STK36 SUFU WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT8A WNT8B WNT9A WNT9B ZIC2 KEGG_HEMATOPOIETIC_CELL_LINEAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_HEMATOPOIETIC_CELL_LINEAGE ANPEP CD14 CD19 CD1A CD1B CD1C CD1D CD1E CD2 CD22 CD33 CD34 CD36 CD37 CD38 CD3D CD3E CD3G CD4 CD44 CD5 CD55 CD59 CD7 CD8A CD8B CD9 CR1 CR2 CSF1 CSF1R CSF2 CSF2RA CSF3 CSF3R DNTT EPO EPOR FCER2 FCGR1A FLT3 FLT3LG GP1BA GP1BB GP5 GP9 GYPA HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 IL11 IL11RA IL1A IL1B IL1R1 IL1R2 IL2RA IL3 IL3RA IL4 IL4R IL5 IL5RA IL6 IL6R IL7 IL7R IL9R ITGA1 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA6 ITGAM ITGB3 KIT KITLG MME MS4A1 TFRC THPO TNF TPO KEGG_HISTIDINE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_HISTIDINE_METABOLISM ACY3 ALDH1A3 ALDH1B1 ALDH2 ALDH3A1 ALDH3A2 ALDH3B1 ALDH3B2 ALDH7A1 ALDH9A1 AMDHD1 AOC1 ASPA BUD23 CNDP1 DDC FTCD HAL HDC HEMK1 HNMT LCMT1 LCMT2 MAOA MAOB METTL2B METTL6 TRMT11 UROC1 KEGG_HOMOLOGOUS_RECOMBINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_HOMOLOGOUS_RECOMBINATION BLM BRCA2 EME1 MRE11 MUS81 NBN POLD1 POLD2 POLD3 POLD4 RAD50 RAD51 RAD51B RAD51C RAD51D RAD52 RAD54B RAD54L RPA1 RPA2 RPA3 RPA4 SEM1 SSBP1 TOP3A TOP3B XRCC2 XRCC3 KEGG_HUNTINGTONS_DISEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_HUNTINGTONS_DISEASE AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 APAF1 ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5MC1 ATP5MC1P5 ATP5MC2 ATP5MC3 ATP5PB ATP5PD ATP5PF ATP5PO BAX BBC3 BDNF CASP3 CASP8 CASP9 CLTA CLTB CLTC CLTCL1 COX4I1 COX4I2 COX5A COX5B COX6A1 COX6A2 COX6B1 COX6B2 COX6C COX6CP3 COX7A1 COX7A2 COX7A2L COX7B COX7B2 COX7C COX8A COX8C CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 CREBBP CYC1 CYCS DCTN1 DCTN2 DCTN4 DLG4 DNAH1 DNAH2 DNAH3 DNAI1 DNAI2 DNAL1 DNAL4 DNALI1 EP300 GNAQ GPX1 GRIN1 GRIN2B GRM5 HAP1 HDAC1 HDAC2 HIP1 HTT IFT57 ITPR1 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB NDUFA1 NDUFA10 NDUFA2 NDUFA3 NDUFA4 NDUFA4L2 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFB1 NDUFB10 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 NRF1 PLCB1 PLCB2 PLCB3 PLCB4 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2J2 POLR2J3 POLR2K POLR2L PPARG PPARGC1A PPID RCOR1 REST SDHA SDHB SDHC SDHD SIN3A SLC25A31 SLC25A4 SLC25A5 SLC25A6 SOD1 SOD2 SP1 TAF4 TAF4B TBP TBPL1 TBPL2 TFAM TGM2 TP53 UCP1 UQCR10 UQCR10P1 UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRH UQCRHL UQCRQ VDAC1 VDAC2 VDAC2P5 VDAC3 KEGG_HYPERTROPHIC_CARDIOMYOPATHY_HCM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_HYPERTROPHIC_CARDIOMYOPATHY_HCM ACE ACTB ACTC1 ACTG1 ATP2A2 CACNA1C CACNA1D CACNA1F CACNA1S CACNA2D1 CACNA2D2 CACNA2D3 CACNA2D4 CACNB1 CACNB2 CACNB3 CACNB4 CACNG1 CACNG2 CACNG3 CACNG4 CACNG5 CACNG6 CACNG7 CACNG8 DAG1 DES DMD EMD IGF1 IL6 ITGA1 ITGA10 ITGA11 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA6 ITGA7 ITGA8 ITGA9 ITGAV ITGB1 ITGB3 ITGB4 ITGB5 ITGB6 ITGB7 ITGB8 LAMA2 LMNA MYBPC3 MYH6 MYH7 MYL2 MYL3 PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 RYR2 SGCA SGCB SGCD SGCG SLC8A1 TGFB1 TGFB2 TGFB3 TNF TNNC1 TNNI3 TNNT2 TPM1 TPM2 TPM3 TPM4 TTN KEGG_INOSITOL_PHOSPHATE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_INOSITOL_PHOSPHATE_METABOLISM ALDH6A1 CDIPT IMPA1 IMPA2 INPP1 INPP4A INPP4B INPP5A INPP5B INPP5E INPP5J INPP5K INPPL1 IPMK IPPK ISYNA1 ITPK1 ITPKA ITPKB MINPP1 MIOX OCRL PI4KA PI4KB PIK3C2A PIK3C2B PIK3C2G PIK3C3 PIK3CA PIK3CB PIK3CD PIK3CG PIKFYVE PIP4K2A PIP4K2B PIP4K2C PIP5K1A PIP5K1B PIP5K1C PLCB1 PLCB2 PLCB3 PLCB4 PLCD1 PLCD3 PLCD4 PLCE1 PLCG1 PLCG2 PLCZ1 PTEN SYNJ1 SYNJ2 TPI1 KEGG_INSULIN_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_INSULIN_SIGNALING_PATHWAY ACACA ACACB AKT1 AKT2 AKT3 ARAF BAD BRAF CALM1 CALM2 CALM3 CALML3 CALML5 CALML6 CBL CBLB CBLC CRK CRKL EIF4E EIF4E1B EIF4E2 EIF4EBP1 ELK1 EXOC7 FASN FBP1 FBP2 FLOT1 FLOT2 FOXO1 G6PC1 G6PC2 GCK GRB2 GSK3B GYS1 GYS2 HK1 HK2 HK3 HRAS IKBKB INPP5D INPP5K INS INSR IRS1 IRS2 IRS4 KRAS LIPE MAP2K1 MAP2K2 MAPK1 MAPK10 MAPK3 MAPK8 MAPK9 MKNK1 MKNK2 MTOR NRAS PCK1 PCK2 PDE3A PDE3B PDPK1 PHKA1 PHKA2 PHKB PHKG1 PHKG2 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PKLR PPARGC1A PPP1CA PPP1CB PPP1CC PPP1R3A PPP1R3B PPP1R3C PPP1R3D PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKACA PRKACB PRKACG PRKAG1 PRKAG2 PRKAG3 PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCI PRKCZ PRKX PTPN1 PTPRF PYGB PYGL PYGM RAF1 RAPGEF1 RHEB RHOQ RPS6 RPS6KB1 RPS6KB2 RPTOR SH2B2 SHC1 SHC2 SHC3 SHC4 SLC2A4 SOCS1 SOCS2 SOCS3 SOCS4 SORBS1 SOS1 SOS2 SREBF1 TRIP10 TSC1 TSC2 KEGG_INTESTINAL_IMMUNE_NETWORK_FOR_IGA_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_INTESTINAL_IMMUNE_NETWORK_FOR_IGA_PRODUCTION AICDA CCL25 CCL27 CCL28 CCR10 CCR9 CD28 CD40 CD40LG CD80 CD86 CXCL12 CXCR4 HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 ICOS ICOSLG IL10 IL15 IL15RA IL2 IL4 IL5 IL6 ITGA4 ITGB7 LTBR MADCAM1 MAP3K14 PIGR TGFB1 TNFRSF13B TNFRSF13C TNFRSF17 TNFSF13 TNFSF13B KEGG_JAK_STAT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_JAK_STAT_SIGNALING_PATHWAY AKT1 AKT2 AKT3 BCL2L1 CBL CBLB CBLC CCND1 CCND2 CCND3 CISH CLCF1 CNTF CNTFR CREBBP CRLF2 CSF2 CSF2RA CSF2RB CSF3 CSF3R CSH1 CTF1 EP300 EPO EPOR GH1 GH2 GHR GRB2 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR1 IFNAR2 IFNB1 IFNE IFNG IFNGR1 IFNGR2 IFNK IFNL1 IFNL2 IFNL3 IFNLR1 IFNW1 IL10 IL10RA IL10RB IL11 IL11RA IL12A IL12B IL12RB1 IL12RB2 IL13 IL13RA1 IL13RA2 IL15 IL15RA IL19 IL2 IL20 IL20RA IL20RB IL21 IL21R IL22 IL22RA1 IL22RA2 IL23A IL23R IL24 IL26 IL2RA IL2RB IL2RG IL3 IL3RA IL4 IL4R IL5 IL5RA IL6 IL6R IL6ST IL7 IL7R IL9 IL9R IRF9 JAK1 JAK2 JAK3 LEP LEPR LIF LIFR MPL MYC OSM OSMR PIAS1 PIAS2 PIAS3 PIAS4 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PIM1 PRL PRLR PTPN11 PTPN6 SOCS1 SOCS2 SOCS3 SOCS4 SOCS5 SOCS7 SOS1 SOS2 SPRED1 SPRED2 SPRY1 SPRY2 SPRY3 SPRY4 STAM STAM2 STAT1 STAT2 STAT3 STAT4 STAT5A STAT5B STAT6 TPO TSLP TYK2 KEGG_LEISHMANIA_INFECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_LEISHMANIA_INFECTION C3 CR1 CYBA ELK1 FCGR1A FCGR2A FCGR2C FCGR3A FCGR3B FOS HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 IFNG IFNGR1 IFNGR2 IL10 IL12A IL12B IL1A IL1B IL4 IRAK1 IRAK4 ITGA4 ITGAM ITGB1 ITGB2 JAK1 JAK2 JUN MAP3K7 MAPK1 MAPK11 MAPK12 MAPK13 MAPK14 MAPK3 MARCKSL1 MYD88 NCF1 NCF2 NCF4 NFKB1 NFKBIA NFKBIB NOS2 PRKCB PTGS2 PTPN6 RELA STAT1 TAB1 TAB2 TGFB1 TGFB2 TGFB3 TLR2 TLR4 TNF TRAF6 KEGG_LEUKOCYTE_TRANSENDOTHELIAL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_LEUKOCYTE_TRANSENDOTHELIAL_MIGRATION ACTB ACTG1 ACTN1 ACTN2 ACTN3 ACTN4 AFDN ARHGAP35 ARHGAP5 BCAR1 CD99 CDC42 CDH5 CLDN1 CLDN10 CLDN11 CLDN14 CLDN15 CLDN16 CLDN17 CLDN18 CLDN19 CLDN2 CLDN20 CLDN22 CLDN23 CLDN3 CLDN4 CLDN5 CLDN6 CLDN7 CLDN8 CLDN9 CTNNA1 CTNNA2 CTNNA3 CTNNB1 CTNND1 CXCL12 CXCR4 CYBA CYBB ESAM EZR F11R GNAI1 GNAI2 GNAI3 ICAM1 ITGA4 ITGAL ITGAM ITGB1 ITGB2 ITK JAM2 JAM3 MAPK11 MAPK12 MAPK13 MAPK14 MMP2 MMP9 MSN MYL10 MYL11 MYL12A MYL12B MYL2 MYL5 MYL7 MYL9 NCF1 NCF2 NCF4 NOX1 NOX3 OCLN PECAM1 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PLCG1 PLCG2 PRKCA PRKCB PRKCG PTK2 PTK2B PTPN11 PXN RAC1 RAC2 RAP1A RAP1B RAPGEF3 RAPGEF4 RASSF5 RHOA RHOH ROCK1 ROCK2 SIPA1 THY1 TXK VASP VAV1 VAV2 VAV3 VCAM1 VCL KEGG_LIMONENE_AND_PINENE_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_LIMONENE_AND_PINENE_DEGRADATION ALDH1B1 ALDH2 ALDH3A2 ALDH7A1 ALDH9A1 ECHS1 EHHADH HADHA NAA80 YOD1 KEGG_LINOLEIC_ACID_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_LINOLEIC_ACID_METABOLISM AKR1B10 ALOX15 CYP1A2 CYP2C18 CYP2C19 CYP2C8 CYP2C9 CYP2E1 CYP2J2 CYP3A4 CYP3A43 CYP3A5 CYP3A7 JMJD7-PLA2G4B PLA2G10 PLA2G12A PLA2G12B PLA2G1B PLA2G2A PLA2G2C PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G4A PLA2G4B PLA2G4E PLA2G5 PLA2G6 KEGG_LONG_TERM_DEPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_LONG_TERM_DEPRESSION ARAF BRAF CACNA1A CRH CRHR1 GNA11 GNA12 GNA13 GNAI1 GNAI2 GNAI3 GNAO1 GNAQ GNAS GNAZ GRIA1 GRIA2 GRIA3 GRID2 GRM1 GRM5 GUCY1A1 GUCY1A2 GUCY1B1 HRAS IGF1 IGF1R ITPR1 ITPR2 ITPR3 JMJD7-PLA2G4B KRAS LYN MAP2K1 MAP2K2 MAPK1 MAPK3 NOS1 NRAS PLA2G10 PLA2G12A PLA2G12B PLA2G1B PLA2G2A PLA2G2C PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G4A PLA2G4B PLA2G4E PLA2G5 PLA2G6 PLCB1 PLCB2 PLCB3 PLCB4 PPP1R17 PPP2CA PPP2CB PPP2R1A PPP2R1B PRKCA PRKCB PRKCG PRKG1 PRKG2 RAF1 RYR1 KEGG_LONG_TERM_POTENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_LONG_TERM_POTENTIATION ADCY1 ADCY8 ARAF ATF4 BRAF CACNA1C CALM1 CALM2 CALM3 CALML3 CALML5 CALML6 CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 CHP1 CHP2 CREBBP EP300 GNAQ GRIA1 GRIA2 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRM1 GRM5 HRAS ITPR1 ITPR2 ITPR3 KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS PLCB1 PLCB2 PLCB3 PLCB4 PPP1CA PPP1CB PPP1CC PPP1R12A PPP1R1A PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PRKACA PRKACB PRKACG PRKCA PRKCB PRKCG PRKX RAF1 RAP1A RAP1B RAPGEF3 RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA6 KEGG_LYSINE_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_LYSINE_DEGRADATION AADAT AASDH AASDHPPT AASS ACAT1 ACAT2 ALDH1B1 ALDH2 ALDH3A2 ALDH7A1 ALDH9A1 ASH1L BBOX1 DLST DOT1L ECHS1 EHHADH EHMT1 EHMT2 GCDH HADH HADHA KMT5A KMT5B KMT5C NSD1 NSD2 NSD3 OGDH OGDHL PIPOX PLOD1 PLOD2 PLOD3 SETD1A SETD1B SETD2 SETD7 SETDB1 SETDB2 SETMAR SUV39H1 SUV39H2 TMLHE KEGG_LYSOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_LYSOSOME ABCA2 ABCB9 ACP2 ACP5 AGA AP1B1 AP1G1 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 AP3B1 AP3B2 AP3D1 AP3M1 AP3M2 AP3S1 AP3S2 AP4B1 AP4E1 AP4M1 AP4S1 ARSA ARSB ARSG ASAH1 ATP6AP1 ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V1H CD164 CD63 CD68 CLN3 CLN5 CLTA CLTB CLTC CLTCL1 CTNS CTSA CTSB CTSC CTSD CTSE CTSF CTSG CTSH CTSK CTSL CTSO CTSS CTSV CTSW CTSZ DNASE2 DNASE2B ENTPD4 FUCA1 GAA GALC GALNS GBA1 GGA1 GGA2 GGA3 GLA GLB1 GM2A GNPTAB GNPTG GNS GUSB HEXA HEXB HGSNAT HYAL1 IDS IDUA IGF2R LAMP1 LAMP2 LAMP3 LAPTM4A LAPTM4B LAPTM5 LGMN LIPA M6PR MAN2B1 MANBA MCOLN1 MFSD8 NAGA NAGLU NAGPA NAPSA NEU1 NPC1 NPC2 PLA2G15 PPT1 PPT2 PSAP PSAPL1 SCARB2 SGSH SLC11A1 SLC11A2 SLC17A5 SMPD1 SORT1 SUMF1 TCIRG1 TPP1 KEGG_MAPK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MAPK_SIGNALING_PATHWAY AKT1 AKT2 AKT3 ARRB1 ARRB2 ATF2 ATF4 BDNF BRAF CACNA1A CACNA1B CACNA1C CACNA1D CACNA1E CACNA1F CACNA1G CACNA1H CACNA1I CACNA1S CACNA2D1 CACNA2D2 CACNA2D3 CACNA2D4 CACNB1 CACNB2 CACNB3 CACNB4 CACNG1 CACNG2 CACNG3 CACNG4 CACNG5 CACNG6 CACNG7 CACNG8 CASP3 CD14 CDC25B CDC42 CHP1 CHP2 CHUK CRK CRKL DAXX DDIT3 DUSP1 DUSP10 DUSP14 DUSP16 DUSP2 DUSP3 DUSP4 DUSP5 DUSP6 DUSP7 DUSP8 DUSP9 ECSIT EGF EGFR ELK1 ELK4 FAS FASLG FGF1 FGF10 FGF11 FGF12 FGF13 FGF14 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFR4 FLNA FLNB FLNC FOS GADD45A GADD45B GADD45G GNA12 GNG12 GRB2 HRAS HSPA1A HSPA1B HSPA1L HSPA2 HSPA6 HSPA8 HSPB1 IKBKB IKBKG IL1A IL1B IL1R1 IL1R2 JMJD7-PLA2G4B JUN JUND KRAS LAMTOR3 MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K5 MAP2K6 MAP2K7 MAP3K1 MAP3K11 MAP3K12 MAP3K13 MAP3K14 MAP3K2 MAP3K20 MAP3K3 MAP3K4 MAP3K5 MAP3K6 MAP3K7 MAP3K8 MAP4K1 MAP4K2 MAP4K3 MAP4K4 MAPK1 MAPK10 MAPK11 MAPK12 MAPK13 MAPK14 MAPK3 MAPK7 MAPK8 MAPK8IP1 MAPK8IP2 MAPK8IP3 MAPK9 MAPKAPK2 MAPKAPK3 MAPKAPK5 MAPT MAX MECOM MEF2C MKNK1 MKNK2 MOS MRAS MYC NF1 NFATC2 NFATC4 NFKB1 NFKB2 NGF NLK NR4A1 NRAS NTF3 NTF4 NTRK1 NTRK2 PAK1 PAK2 PDGFA PDGFB PDGFRA PDGFRB PLA2G10 PLA2G12A PLA2G12B PLA2G1B PLA2G2A PLA2G2C PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G4A PLA2G4B PLA2G4E PLA2G5 PLA2G6 PPM1A PPM1B PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PPP5C PRKACA PRKACB PRKACG PRKCA PRKCB PRKCG PRKX PTPN5 PTPN7 PTPRR RAC1 RAC2 RAC3 RAF1 RAP1A RAP1B RAPGEF2 RASA1 RASA2 RASGRF1 RASGRF2 RASGRP1 RASGRP2 RASGRP3 RASGRP4 RELA RELB RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA4 RPS6KA5 RPS6KA6 RRAS RRAS2 SOS1 SOS2 SRF STK3 STK4 STMN1 TAB1 TAB2 TAOK1 TAOK2 TAOK3 TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TNF TNFRSF1A TP53 TRAF2 TRAF6 KEGG_MATURITY_ONSET_DIABETES_OF_THE_YOUNG https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MATURITY_ONSET_DIABETES_OF_THE_YOUNG BHLHA15 FOXA2 FOXA3 GCK HES1 HHEX HNF1A HNF1B HNF4A HNF4G IAPP INS MAFA MNX1 NEUROD1 NEUROG3 NKX2-2 NKX6-1 NR5A2 ONECUT1 PAX4 PAX6 PDX1 PKLR SLC2A2 KEGG_MELANOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MELANOGENESIS ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ASIP CALM1 CALM2 CALM3 CALML3 CALML5 CALML6 CAMK2A CAMK2B CAMK2D CAMK2G CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREBBP CTNNB1 DCT DVL1 DVL2 DVL3 EDN1 EDNRB EP300 FZD1 FZD10 FZD2 FZD3 FZD4 FZD5 FZD6 FZD7 FZD8 FZD9 GNAI1 GNAI2 GNAI3 GNAO1 GNAQ GNAS GSK3B HRAS KIT KITLG KRAS LEF1 MAP2K1 MAP2K2 MAPK1 MAPK3 MC1R MITF NRAS PLCB1 PLCB2 PLCB3 PLCB4 POMC PRKACA PRKACB PRKACG PRKCA PRKCB PRKCG PRKX RAF1 TCF7 TCF7L1 TCF7L2 TYR TYRP1 WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT8A WNT8B WNT9A WNT9B KEGG_MELANOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MELANOMA AKT1 AKT2 AKT3 ARAF BAD BRAF CCND1 CDH1 CDK4 CDK6 CDKN1A CDKN2A E2F1 E2F2 E2F3 EGF EGFR FGF1 FGF10 FGF11 FGF12 FGF13 FGF14 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 HGF HRAS IGF1 IGF1R KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 MDM2 MET MITF NRAS PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PTEN RAF1 RB1 TP53 KEGG_METABOLISM_OF_XENOBIOTICS_BY_CYTOCHROME_P450 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_METABOLISM_OF_XENOBIOTICS_BY_CYTOCHROME_P450 ADH1A ADH1B ADH1C ADH4 ADH5 ADH6 ADH7 AKR1C1 AKR1C2 AKR1C3 AKR1C4 ALDH1A3 ALDH3A1 ALDH3B1 ALDH3B2 CYP1A1 CYP1A2 CYP1B1 CYP2B6 CYP2C18 CYP2C19 CYP2C8 CYP2C9 CYP2E1 CYP2F1 CYP2S1 CYP3A4 CYP3A43 CYP3A5 CYP3A7 DHDH EPHX1 GSTA1 GSTA2 GSTA3 GSTA4 GSTA5 GSTK1 GSTM1 GSTM2 GSTM3 GSTM4 GSTM5 GSTO1 GSTO2 GSTP1 GSTT1 GSTT2 GSTZ1 MGST1 MGST2 MGST3 UGT1A1 UGT1A10 UGT1A3 UGT1A4 UGT1A5 UGT1A6 UGT1A7 UGT1A8 UGT1A9 UGT2A1 UGT2A3 UGT2B10 UGT2B11 UGT2B15 UGT2B17 UGT2B28 UGT2B4 UGT2B7 KEGG_MISMATCH_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MISMATCH_REPAIR EXO1 LIG1 MLH1 MLH3 MSH2 MSH3 MSH6 PCNA PMS2 POLD1 POLD2 POLD3 POLD4 RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 RPA4 SSBP1 KEGG_MTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MTOR_SIGNALING_PATHWAY AKT1 AKT2 AKT3 BRAF CAB39 CAB39L DDIT4 EIF4B EIF4E EIF4E1B EIF4E2 EIF4EBP1 HIF1A IGF1 INS MAPK1 MAPK3 MLST8 MTOR PDPK1 PGF PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PRKAA1 PRKAA2 RHEB RICTOR RPS6 RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA6 RPS6KB1 RPS6KB2 RPTOR STK11 STRADA TSC1 TSC2 ULK1 ULK2 ULK3 VEGFA VEGFB VEGFC VEGFD KEGG_NATURAL_KILLER_CELL_MEDIATED_CYTOTOXICITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_NATURAL_KILLER_CELL_MEDIATED_CYTOTOXICITY ARAF BID BRAF CASP3 CD244 CD247 CD48 CHP1 CHP2 CSF2 FAS FASLG FCER1G FCGR3A FCGR3B FYN GRB2 GZMB HCST HLA-A HLA-B HLA-C HLA-E HLA-G HRAS ICAM1 ICAM2 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR1 IFNAR2 IFNB1 IFNG IFNGR1 IFNGR2 ITGAL ITGB2 KIR2DL1 KIR2DL2 KIR2DL3 KIR2DL4 KIR2DL5A KIR2DS1 KIR2DS3 KIR2DS4 KIR2DS5 KIR3DL1 KIR3DL2 KLRC1 KLRC2 KLRC3 KLRD1 KLRK1 KRAS LAT LCK LCP2 MAP2K1 MAP2K2 MAPK1 MAPK3 MICA MICB NCR1 NCR2 NCR3 NFAT5 NFATC1 NFATC2 NFATC3 NFATC4 NRAS PAK1 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PLCG1 PLCG2 PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PRF1 PRKCA PRKCB PRKCG PTK2B PTPN11 PTPN6 RAC1 RAC2 RAC3 RAET1E RAET1G RAET1L RAF1 SH2D1A SH2D1B SH3BP2 SHC1 SHC2 SHC3 SHC4 SOS1 SOS2 SYK TNF TNFRSF10A TNFRSF10B TNFRSF10C TNFRSF10D TNFSF10 TYROBP ULBP1 ULBP2 ULBP3 VAV1 VAV2 VAV3 ZAP70 KEGG_NEUROACTIVE_LIGAND_RECEPTOR_INTERACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_NEUROACTIVE_LIGAND_RECEPTOR_INTERACTION ADCYAP1R1 ADORA1 ADORA2A ADORA2B ADORA3 ADRA1A ADRA1B ADRA1D ADRA2A ADRA2B ADRA2C ADRB1 ADRB2 ADRB3 AGTR1 AGTR2 APLNR AVPR1A AVPR1B AVPR2 BDKRB1 BDKRB2 BRS3 C3AR1 C5AR1 CALCR CALCRL CCKAR CCKBR CGA CHRM1 CHRM2 CHRM3 CHRM4 CHRM5 CHRNA1 CHRNA10 CHRNA2 CHRNA3 CHRNA4 CHRNA5 CHRNA6 CHRNA7 CHRNA9 CHRNB1 CHRNB2 CHRNB3 CHRNB4 CHRND CHRNE CHRNG CNR1 CNR2 CRHR1 CRHR2 CSH1 CTSG CYSLTR1 CYSLTR2 DRD1 DRD2 DRD3 DRD4 DRD5 EDNRA EDNRB F2 F2R F2RL1 F2RL2 F2RL3 FPR1 FPR2 FPR3 FSHB FSHR GABBR1 GABBR2 GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRB1 GABRB2 GABRB3 GABRD GABRE GABRG1 GABRG2 GABRG3 GABRP GABRQ GABRR1 GABRR2 GALR1 GALR2 GALR3 GCGR GH1 GH2 GHR GHRHR GHSR GIPR GLP1R GLP2R GLRA1 GLRA2 GLRA3 GLRB GNRHR GPR156 GPR35 GPR50 GPR83 GRIA1 GRIA2 GRIA3 GRIA4 GRID1 GRID2 GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B GRM1 GRM2 GRM3 GRM4 GRM5 GRM6 GRM7 GRM8 GRPR GZMA HCRTR1 HCRTR2 HRH1 HRH2 HRH3 HRH4 HTR1A HTR1B HTR1D HTR1E HTR1F HTR2A HTR2B HTR2C HTR4 HTR5A HTR6 HTR7 KISS1R LEP LEPR LHB LHCGR LPAR1 LPAR2 LPAR3 LPAR4 LPAR6 LTB4R LTB4R2 MAS1 MC1R MC2R MC3R MC4R MC5R MCHR1 MCHR2 MLNR MTNR1A MTNR1B NMBR NMUR1 NMUR2 NPBWR1 NPBWR2 NPFFR1 NPFFR2 NPY1R NPY2R NPY4R NPY5R NR3C1 NTSR1 NTSR2 OPRD1 OPRK1 OPRL1 OPRM1 OXTR P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX6 P2RX7 P2RY1 P2RY10 P2RY11 P2RY13 P2RY14 P2RY2 P2RY4 P2RY6 P2RY8 PARD3 PLG PRL PRLHR PRLR PRSS1 PRSS2 PRSS3 PTAFR PTGDR PTGER1 PTGER2 PTGER3 PTGER4 PTGFR PTGIR PTH1R PTH2R RXFP1 RXFP2 S1PR1 S1PR2 S1PR3 S1PR4 S1PR5 SCTR SSTR1 SSTR2 SSTR3 SSTR4 SSTR5 TAAR1 TAAR2 TAAR5 TAAR6 TAAR8 TAAR9 TACR1 TACR2 TACR3 TBXA2R THRA THRB TRHR TRPV1 TSHB TSHR TSPO UTS2R VIPR1 VIPR2 KEGG_NEUROTROPHIN_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_NEUROTROPHIN_SIGNALING_PATHWAY ABL1 AKT1 AKT2 AKT3 ARHGDIA ARHGDIB ATF4 BAD BAX BCL2 BDNF BEX3 BRAF CALM1 CALM2 CALM3 CALML3 CALML5 CALML6 CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 CDC42 CRK CRKL CSK FASLG FOXO3 FRS2 GAB1 GRB2 GSK3B HRAS IKBKB IRAK1 IRAK2 IRAK3 IRAK4 IRS1 IRS2 IRS4 JUN KIDINS220 KRAS MAGED1 MAP2K1 MAP2K2 MAP2K5 MAP2K7 MAP3K1 MAP3K3 MAP3K5 MAPK1 MAPK10 MAPK11 MAPK12 MAPK13 MAPK14 MAPK3 MAPK7 MAPK8 MAPK9 MAPKAPK2 NFKB1 NFKBIA NFKBIB NFKBIE NGF NGFR NRAS NTF3 NTF4 NTRK1 NTRK2 NTRK3 PDPK1 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PLCG1 PLCG2 PRDM4 PRKCD PSEN1 PTPN11 RAC1 RAF1 RAP1A RAP1B RAPGEF1 RELA RHOA RIPK2 RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA4 RPS6KA5 RPS6KA6 SH2B1 SH2B2 SH2B3 SHC1 SHC2 SHC3 SHC4 SORT1 SOS1 SOS2 TP53 TP73 TRAF6 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ ZNF274 KEGG_NICOTINATE_AND_NICOTINAMIDE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_NICOTINATE_AND_NICOTINAMIDE_METABOLISM AOX1 BST1 CD38 ENPP1 ENPP3 NADK NADSYN1 NAMPT NMNAT1 NMNAT2 NMNAT3 NMRK1 NNMT NNT NT5C NT5C1A NT5C1B NT5C2 NT5C3A NT5E NT5M NUDT12 PNP QPRT KEGG_NITROGEN_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_NITROGEN_METABOLISM AMT ASNS CA1 CA12 CA13 CA14 CA2 CA3 CA4 CA5A CA5B CA6 CA7 CA8 CA9 CPS1 CTH GLS GLS2 GLUD1 GLUD2 GLUL HAL KEGG_NOD_LIKE_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_NOD_LIKE_RECEPTOR_SIGNALING_PATHWAY BIRC2 BIRC3 CARD18 CARD6 CARD8 CARD9 CASP1 CASP5 CASP8 CCL11 CCL13 CCL2 CCL5 CCL7 CCL8 CHUK CXCL1 CXCL2 CXCL8 ERBIN HSP90AA1 HSP90AB1 HSP90B1 IKBKB IKBKG IL18 IL1B IL6 MAP3K7 MAPK1 MAPK10 MAPK11 MAPK12 MAPK13 MAPK14 MAPK3 MAPK8 MAPK9 MEFV NAIP NFKB1 NFKBIA NFKBIB NLRC4 NLRP1 NLRP3 NOD1 NOD2 PSTPIP1 PYCARD PYDC1 RELA RIPK2 SUGT1 TAB1 TAB2 TAB3 TNF TNFAIP3 TRAF6 TRIP6 XIAP KEGG_NON_HOMOLOGOUS_END_JOINING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_NON_HOMOLOGOUS_END_JOINING DCLRE1C DNTT FEN1 LIG4 MRE11 NHEJ1 POLL POLM PRKDC RAD50 XRCC4 XRCC5 XRCC6 KEGG_NON_SMALL_CELL_LUNG_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_NON_SMALL_CELL_LUNG_CANCER AKT1 AKT2 AKT3 ARAF BAD BRAF CASP9 CCND1 CDK4 CDK6 CDKN2A E2F1 E2F2 E2F3 EGF EGFR ERBB2 FHIT FOXO3 GRB2 HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS PDPK1 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PLCG1 PLCG2 PRKCA PRKCB PRKCG RAF1 RARB RASSF1 RASSF5 RB1 RXRA RXRB RXRG SOS1 SOS2 STK4 TGFA TP53 KEGG_NOTCH_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_NOTCH_SIGNALING_PATHWAY ADAM17 APH1A CIR1 CREBBP CTBP1 CTBP2 DLL1 DLL3 DLL4 DTX1 DTX2 DTX3 DTX3L DTX4 DVL1 DVL2 DVL3 EP300 HDAC1 HDAC2 HES1 HES5 JAG1 JAG2 KAT2A KAT2B LFNG MAML1 MAML2 MAML3 MFNG NCOR2 NCSTN NOTCH1 NOTCH2 NOTCH3 NOTCH4 NUMB NUMBL PSEN1 PSEN2 PSENEN PTCRA RBPJ RBPJL RFNG SNW1 KEGG_NUCLEOTIDE_EXCISION_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_NUCLEOTIDE_EXCISION_REPAIR CCNH CDK7 CETN2 CUL4A CUL4B DDB1 DDB2 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 LIG1 MNAT1 PCNA POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 RAD23A RAD23B RBX1 RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 RPA4 XPA XPC KEGG_N_GLYCAN_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_N_GLYCAN_BIOSYNTHESIS ALG1 ALG10 ALG10B ALG11 ALG12 ALG13 ALG14 ALG2 ALG3 ALG5 ALG6 ALG8 ALG9 B4GALT1 B4GALT2 B4GALT3 DAD1 DDOST DOLPP1 DPAGT1 DPM1 DPM2 DPM3 FUT8 GANAB MAN1A1 MAN1A2 MAN1B1 MAN1C1 MAN2A1 MAN2A2 MGAT1 MGAT2 MGAT3 MGAT4A MGAT4B MGAT5 MGAT5B MOGS RFT1 RPN1 RPN2 ST6GAL1 STT3A STT3B TUSC3 KEGG_OLFACTORY_TRANSDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_OLFACTORY_TRANSDUCTION ADCY3 ARRB2 CALM1 CALM2 CALM3 CALML3 CALML5 CALML6 CAMK2A CAMK2B CAMK2D CAMK2G CLCA1 CLCA2 CLCA4 CNGA3 CNGA4 CNGB1 GNAL GRK3 GUCA1A GUCA1B GUCA1C GUCY2D OR10A2 OR10A3 OR10A4 OR10A5 OR10A6 OR10A7 OR10AD1 OR10AG1 OR10C1 OR10G2 OR10G3 OR10G4 OR10G7 OR10G8 OR10G9 OR10H1 OR10H2 OR10H3 OR10H4 OR10H5 OR10J1 OR10J3 OR10J5 OR10K1 OR10K2 OR10P1 OR10Q1 OR10R2 OR10S1 OR10T2 OR10V1 OR10X1 OR10Z1 OR11A1 OR11G2 OR11H1 OR11H4 OR11H6 OR11L1 OR12D2 OR12D3 OR13A1 OR13C2 OR13C3 OR13C4 OR13C5 OR13C8 OR13C9 OR13D1 OR13F1 OR13G1 OR13H1 OR13J1 OR14A16 OR14C36 OR14I1 OR14J1 OR1A1 OR1A2 OR1B1 OR1C1 OR1D2 OR1D4 OR1D5 OR1E1 OR1E2 OR1F1 OR1G1 OR1I1 OR1J1 OR1J2 OR1J4 OR1K1 OR1L1 OR1L3 OR1L4 OR1L6 OR1L8 OR1M1 OR1N1 OR1N2 OR1Q1 OR1S1 OR1S2 OR2A1 OR2A12 OR2A14 OR2A2 OR2A25 OR2A4 OR2A42 OR2A5 OR2A7 OR2AE1 OR2AG1 OR2AG2 OR2AK2 OR2AT4 OR2B11 OR2B2 OR2B3 OR2B6 OR2C1 OR2C3 OR2D2 OR2D3 OR2F1 OR2F2 OR2G2 OR2G3 OR2G6 OR2H1 OR2H2 OR2J2 OR2J3 OR2K2 OR2L13 OR2L2 OR2L3 OR2L8 OR2M2 OR2M3 OR2M4 OR2M5 OR2M7 OR2S2 OR2T1 OR2T10 OR2T11 OR2T12 OR2T2 OR2T27 OR2T29 OR2T3 OR2T33 OR2T34 OR2T4 OR2T5 OR2T6 OR2T8 OR2V2 OR2W1 OR2W3 OR2Y1 OR2Z1 OR3A1 OR3A2 OR3A3 OR4A15 OR4A16 OR4A47 OR4A5 OR4B1 OR4C11 OR4C12 OR4C13 OR4C15 OR4C16 OR4C3 OR4C45 OR4C46 OR4C6 OR4D1 OR4D10 OR4D11 OR4D2 OR4D5 OR4D6 OR4D9 OR4E2 OR4F15 OR4F16 OR4F17 OR4F3 OR4F4 OR4F5 OR4F6 OR4K1 OR4K13 OR4K14 OR4K15 OR4K17 OR4K2 OR4K5 OR4L1 OR4M1 OR4M2 OR4N2 OR4N4 OR4N5 OR4P4 OR4Q3 OR4S1 OR4S2 OR4X1 OR4X2 OR51A2 OR51A4 OR51A7 OR51B2 OR51B4 OR51B5 OR51B6 OR51D1 OR51E1 OR51E2 OR51F1 OR51F2 OR51G1 OR51G2 OR51I1 OR51I2 OR51L1 OR51M1 OR51Q1 OR51S1 OR51T1 OR51V1 OR52A1 OR52A5 OR52B2 OR52B4 OR52B6 OR52D1 OR52E2 OR52E4 OR52E6 OR52E8 OR52H1 OR52I1 OR52I2 OR52J3 OR52K1 OR52K2 OR52L1 OR52M1 OR52N1 OR52N2 OR52N4 OR52N5 OR52R1 OR52W1 OR56A1 OR56A3 OR56A4 OR56A5 OR56B1 OR56B4 OR5A1 OR5A2 OR5AC2 OR5AK2 OR5AN1 OR5AP2 OR5AR1 OR5AS1 OR5AU1 OR5B12 OR5B17 OR5B21 OR5B3 OR5C1 OR5D13 OR5D14 OR5D16 OR5D18 OR5F1 OR5H2 OR5H6 OR5I1 OR5J2 OR5K1 OR5K2 OR5L1 OR5L2 OR5M1 OR5M10 OR5M11 OR5M3 OR5M8 OR5M9 OR5P2 OR5P3 OR5T1 OR5T2 OR5T3 OR5V1 OR6A2 OR6B1 OR6B2 OR6B3 OR6C1 OR6C2 OR6C3 OR6C4 OR6C6 OR6C65 OR6C68 OR6C70 OR6C74 OR6C75 OR6C76 OR6F1 OR6K2 OR6K3 OR6K6 OR6M1 OR6N1 OR6N2 OR6Q1 OR6S1 OR6T1 OR6V1 OR6X1 OR6Y1 OR7A10 OR7A17 OR7A5 OR7C1 OR7C2 OR7D2 OR7D4 OR7E24 OR7G1 OR7G2 OR7G3 OR8A1 OR8B12 OR8B4 OR8B8 OR8D1 OR8D2 OR8D4 OR8G1 OR8G2P OR8G5 OR8H1 OR8H2 OR8H3 OR8I2 OR8J1 OR8J3 OR8K1 OR8K3 OR8K5 OR8S1 OR8U1 OR8U3 OR8U8 OR9A2 OR9A4 OR9G1 OR9G4 OR9I1 OR9K2 OR9Q1 OR9Q2 PDC PDE1C PRKACA PRKACB PRKACG PRKG1 PRKG2 PRKX KEGG_ONE_CARBON_POOL_BY_FOLATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_ONE_CARBON_POOL_BY_FOLATE ALDH1L1 AMT ATIC DHFR FTCD GART MTFMT MTHFD1 MTHFD1L MTHFD2 MTHFD2L MTHFR MTHFS MTR SHMT1 SHMT2 TYMS KEGG_OOCYTE_MEIOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_OOCYTE_MEIOSIS ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ANAPC1 ANAPC10 ANAPC11 ANAPC13 ANAPC2 ANAPC4 ANAPC5 ANAPC7 AR AURKA BTRC BUB1 CALM1 CALM2 CALM3 CALML3 CALML5 CALML6 CAMK2A CAMK2B CAMK2D CAMK2G CCNB1 CCNB2 CCNE1 CCNE2 CDC16 CDC20 CDC23 CDC25C CDC26 CDC27 CDK1 CDK2 CHP1 CHP2 CPEB1 CUL1 ESPL1 FBXO43 FBXO5 FBXW11 IGF1 IGF1R INS ITPR1 ITPR2 ITPR3 MAD2L1 MAD2L2 MAP2K1 MAPK1 MAPK12 MAPK3 MOS PGR PKMYT1 PLCZ1 PLK1 PPP1CA PPP1CB PPP1CC PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PRKACA PRKACB PRKACG PRKX PTTG1 PTTG2 RBX1 REC8 RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA6 SGO1 SKP1 SKP1P2 SLK SMC1A SMC1B SMC3 SPDYA SPDYC STAG3 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ KEGG_OTHER_GLYCAN_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_OTHER_GLYCAN_DEGRADATION AGA ENGASE FUCA1 FUCA2 GBA1 GLB1 HEXA HEXB MAN2B1 MAN2B2 MAN2C1 MANBA NEU1 NEU2 NEU3 NEU4 KEGG_OXIDATIVE_PHOSPHORYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_OXIDATIVE_PHOSPHORYLATION ATP12A ATP4A ATP4B ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5MC1 ATP5MC1P5 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5PB ATP5PD ATP5PF ATP5PO ATP6AP1 ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1C2 ATP6V1D ATP6V1E1 ATP6V1E2 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1G3 ATP6V1H COX10 COX11 COX15 COX17 COX4I1 COX4I2 COX5A COX5B COX6A1 COX6A2 COX6B1 COX6B2 COX6C COX6CP3 COX7A1 COX7A2 COX7A2L COX7B COX7B2 COX7C COX8A COX8C CYC1 LHPP MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 NDUFA1 NDUFA10 NDUFA11 NDUFA2 NDUFA3 NDUFA4 NDUFA4L2 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFB1 NDUFB10 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 PPA1 PPA2 SDHA SDHB SDHC SDHD TCIRG1 UQCR10 UQCR10P1 UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRH UQCRHL UQCRQ KEGG_O_GLYCAN_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_O_GLYCAN_BIOSYNTHESIS B3GNT6 B4GALT5 C1GALT1 C1GALT1C1 GALNT1 GALNT10 GALNT11 GALNT12 GALNT13 GALNT14 GALNT15 GALNT16 GALNT17 GALNT18 GALNT2 GALNT3 GALNT4 GALNT5 GALNT6 GALNT7 GALNT8 GALNT9 GALNTL5 GALNTL6 GCNT1 GCNT3 GCNT4 ST3GAL1 ST3GAL2 ST6GALNAC1 KEGG_P53_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_P53_SIGNALING_PATHWAY ADGRB1 APAF1 ATM ATR BAX BBC3 BID CASP3 CASP8 CASP9 CCNB1 CCNB2 CCNB3 CCND1 CCND2 CCND3 CCNE1 CCNE2 CCNG1 CCNG2 CD82 CDK1 CDK2 CDK4 CDK6 CDKN1A CDKN2A CHEK1 CHEK2 COP1 CYCS DDB2 EI24 FAS GADD45A GADD45B GADD45G GTSE1 IGF1 IGFBP3 MDM2 MDM4 PERP PIDD1 PMAIP1 PPM1D PTEN RCHY1 RPRM RRM2 RRM2B SERPINB5 SERPINE1 SESN1 SESN2 SESN3 SFN SHISA5 SIAH1 STEAP3 THBS1 TNFRSF10B TP53 TP53AIP1 TP53I3 TP73 TSC2 ZMAT3 KEGG_PANCREATIC_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_PANCREATIC_CANCER AKT1 AKT2 AKT3 ARAF ARHGEF6 BAD BCL2L1 BRAF BRCA2 CASP9 CCND1 CDC42 CDK4 CDK6 CDKN2A CHUK E2F1 E2F2 E2F3 EGF EGFR ERBB2 IKBKB IKBKG JAK1 KRAS MAP2K1 MAPK1 MAPK10 MAPK3 MAPK8 MAPK9 NFKB1 PGF PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PLD1 RAC1 RAC2 RAC3 RAD51 RAF1 RALA RALB RALBP1 RALGDS RB1 RELA SMAD2 SMAD3 SMAD4 STAT1 STAT3 TGFA TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TP53 VEGFA VEGFB VEGFC VEGFD KEGG_PANTOTHENATE_AND_COA_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_PANTOTHENATE_AND_COA_BIOSYNTHESIS BCAT1 BCAT2 COASY DPYD DPYS ENPP1 ENPP3 PANK1 PANK2 PANK3 PANK4 PPCDC PPCS UPB1 VNN1 VNN2 KEGG_PARKINSONS_DISEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_PARKINSONS_DISEASE APAF1 ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5MC1 ATP5MC1P5 ATP5MC2 ATP5MC3 ATP5PB ATP5PD ATP5PF ATP5PO CASP3 CASP9 COX4I1 COX4I2 COX5A COX5B COX6A1 COX6A2 COX6B1 COX6B2 COX6C COX6CP3 COX7A1 COX7A2 COX7A2L COX7B COX7B2 COX7C COX8A COX8C CYC1 CYCS GPR37 HTRA2 LRRK2 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 NDUFA1 NDUFA10 NDUFA2 NDUFA3 NDUFA4 NDUFA4L2 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFB1 NDUFB10 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 PARK7 PINK1 PPID PRKN SDHA SDHB SDHC SDHD SEPTIN5 SLC18A1 SLC18A2 SLC25A31 SLC25A4 SLC25A5 SLC25A6 SLC6A3 SNCA SNCAIP TH UBA1 UBA7 UBB UBE2G1 UBE2G2 UBE2J1 UBE2J2 UBE2L3 UBE2L6 UCHL1 UQCR10 UQCR10P1 UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRH UQCRHL UQCRQ VDAC1 VDAC2 VDAC2P5 VDAC3 KEGG_PATHOGENIC_ESCHERICHIA_COLI_INFECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_PATHOGENIC_ESCHERICHIA_COLI_INFECTION ABL1 ACTB ACTG1 ARHGEF2 ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 ARPC5L CD14 CDC42 CDH1 CLDN1 CTNNB1 CTTN EZR FYN HCLS1 ITGB1 KRT18 LY96 NCK1 NCK2 NCL OCLN PRKCA RHOA ROCK1 ROCK2 TLR4 TLR5 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA8 TUBAL3 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB7P TUBB8 WAS WASL YWHAQ YWHAZ KEGG_PATHWAYS_IN_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_PATHWAYS_IN_CANCER ABL1 AKT1 AKT2 AKT3 APC APC2 APPL1 AR ARAF ARNT ARNT2 AXIN1 AXIN2 BAD BAX BCL2 BCL2L1 BCR BID BIRC2 BIRC3 BIRC5 BMP2 BMP4 BRAF BRCA2 CASP3 CASP8 CASP9 CBL CBLB CBLC CCDC6 CCNA1 CCND1 CCNE1 CCNE2 CDC42 CDH1 CDK2 CDK4 CDK6 CDKN1A CDKN1B CDKN2A CDKN2B CEBPA CHUK CKS1B COL4A1 COL4A2 COL4A4 COL4A6 CREBBP CRK CRKL CSF1R CSF2RA CSF3R CTBP1 CTBP2 CTNNA1 CTNNA2 CTNNA3 CTNNB1 CUL2 CXCL8 CYCS DAPK1 DAPK2 DAPK3 DCC DVL1 DVL2 DVL3 E2F1 E2F2 E2F3 EGF EGFR EGLN1 EGLN2 EGLN3 ELOB ELOC EP300 EPAS1 ERBB2 ETS1 FADD FAS FASLG FGF1 FGF10 FGF11 FGF12 FGF13 FGF14 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FH FLT3 FLT3LG FN1 FOS FOXO1 FZD1 FZD10 FZD2 FZD3 FZD4 FZD5 FZD6 FZD7 FZD8 FZD9 GLI1 GLI2 GLI3 GRB2 GSK3B GSTP1 HDAC1 HDAC2 HGF HHIP HIF1A HRAS HSP90AA1 HSP90AB1 HSP90B1 IGF1 IGF1R IKBKB IKBKG IL6 ITGA2 ITGA2B ITGA3 ITGA6 ITGAV ITGB1 JAK1 JUN JUP KIT KITLG KLK3 KRAS LAMA1 LAMA2 LAMA3 LAMA4 LAMA5 LAMB1 LAMB2 LAMB3 LAMB4 LAMC1 LAMC2 LAMC3 LEF1 MAP2K1 MAP2K2 MAPK1 MAPK10 MAPK3 MAPK8 MAPK9 MAX MDM2 MECOM MET MITF MLH1 MMP1 MMP2 MMP9 MSH2 MSH3 MSH6 MTOR MYC NCOA4 NFKB1 NFKB2 NFKBIA NKX3-1 NOS2 NRAS NTRK1 PAX8 PDGFA PDGFB PDGFRA PDGFRB PGF PIAS1 PIAS2 PIAS3 PIAS4 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PLCG1 PLCG2 PLD1 PML PPARD PPARG PRKCA PRKCB PRKCG PTCH1 PTCH2 PTEN PTGS2 PTK2 RAC1 RAC2 RAC3 RAD51 RAF1 RALA RALB RALBP1 RALGDS RARA RARB RASSF1 RASSF5 RB1 RBX1 RELA RET RHOA RUNX1 RUNX1T1 RXRA RXRB RXRG SHH SKP2 SLC2A1 SMAD2 SMAD3 SMAD4 SMO SOS1 SOS2 SPI1 STAT1 STAT3 STAT5A STAT5B STK36 STK4 SUFU TCF7 TCF7L1 TCF7L2 TFG TGFA TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TP53 TPM3 TPR TRAF1 TRAF2 TRAF3 TRAF4 TRAF5 TRAF6 VEGFA VEGFB VEGFC VEGFD VHL WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT8A WNT8B WNT9A WNT9B XIAP ZBTB16 KEGG_PENTOSE_AND_GLUCURONATE_INTERCONVERSIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_PENTOSE_AND_GLUCURONATE_INTERCONVERSIONS AKR1B1 CRYL1 DCXR DHDH GUSB RPE RPEL1 UGDH UGP2 UGT1A1 UGT1A10 UGT1A3 UGT1A4 UGT1A5 UGT1A6 UGT1A7 UGT1A8 UGT1A9 UGT2A1 UGT2A3 UGT2B10 UGT2B11 UGT2B15 UGT2B17 UGT2B28 UGT2B4 UGT2B7 XYLB KEGG_PENTOSE_PHOSPHATE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_PENTOSE_PHOSPHATE_PATHWAY ALDOA ALDOB ALDOC DERA FBP1 FBP2 G6PD GPI H6PD PFKL PFKM PFKP PGD PGLS PGM1 PGM2 PRPS1 PRPS1L1 PRPS2 RBKS RPE RPEL1 RPIA TALDO1 TKT TKTL1 TKTL2 KEGG_PEROXISOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_PEROXISOME ABCD1 ABCD2 ABCD3 ABCD4 ACAA1 ACOT8 ACOX1 ACOX2 ACOX3 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 AGPS AGXT AMACR BAAT CAT CRAT CROT DAO DDO DECR2 DHRS4 ECH1 ECI2 EHHADH EPHX2 FAR1 FAR2 GNPAT GSTK1 HACL1 HAO1 HAO2 HMGCL HSD17B4 IDH1 IDH2 MLYCD MPV17 MPV17L MVK NOS2 NUDT12 NUDT19 PAOX PECR PEX1 PEX10 PEX11A PEX11B PEX11G PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PHYH PIPOX PMVK PRDX1 PRDX5 PXMP2 PXMP4 SCP2 SLC25A17 SLC27A2 SOD1 SOD2 XDH KEGG_PHENYLALANINE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_PHENYLALANINE_METABOLISM ALDH1A3 ALDH3A1 ALDH3B1 ALDH3B2 AOC2 AOC3 DDC GOT1 GOT2 HPD IL4I1 MAOA MAOB MIF NAA80 PAH PRDX6 TAT KEGG_PHOSPHATIDYLINOSITOL_SIGNALING_SYSTEM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_PHOSPHATIDYLINOSITOL_SIGNALING_SYSTEM CALM1 CALM2 CALM3 CALML3 CALML5 CALML6 CDIPT CDS1 CDS2 DGKA DGKB DGKD DGKE DGKG DGKH DGKI DGKQ DGKZ IMPA1 IMPA2 INPP1 INPP4A INPP4B INPP5A INPP5B INPP5D INPP5E INPP5J INPP5K INPPL1 IPPK ITPK1 ITPKA ITPKB ITPR1 ITPR2 ITPR3 OCRL PI4KA PI4KB PIK3C2A PIK3C2B PIK3C2G PIK3C3 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PIKFYVE PIP4K2A PIP4K2B PIP4K2C PIP5K1A PIP5K1B PIP5K1C PLCB1 PLCB2 PLCB3 PLCB4 PLCD1 PLCD3 PLCD4 PLCE1 PLCG1 PLCG2 PLCZ1 PRKCA PRKCB PRKCG PTEN SYNJ1 SYNJ2 KEGG_PORPHYRIN_AND_CHLOROPHYLL_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_PORPHYRIN_AND_CHLOROPHYLL_METABOLISM ALAD ALAS1 ALAS2 BLVRA BLVRB COX10 COX15 CP CPOX EARS2 EPRS1 FECH FTH1 FTMT GUSB HCCS HMBS HMOX1 HMOX2 MMAB PPOX UGT1A1 UGT1A10 UGT1A3 UGT1A4 UGT1A5 UGT1A6 UGT1A7 UGT1A8 UGT1A9 UGT2A1 UGT2A3 UGT2B10 UGT2B11 UGT2B15 UGT2B17 UGT2B28 UGT2B4 UGT2B7 UROD UROS KEGG_PPAR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_PPAR_SIGNALING_PATHWAY ACAA1 ACADL ACADM ACOX1 ACOX2 ACOX3 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 ADIPOQ ANGPTL4 APOA1 APOA2 APOA5 APOC3 AQP7 CD36 CPT1A CPT1B CPT1C CPT2 CYP27A1 CYP4A11 CYP4A22 CYP7A1 CYP8B1 DBI EHHADH FABP1 FABP2 FABP3 FABP4 FABP5 FABP6 FABP7 FADS2 GK GK2 HMGCS2 ILK LPL ME1 MMP1 NR1H3 OLR1 PCK1 PCK2 PDPK1 PLIN1 PLTP PPARA PPARD PPARG RXRA RXRB RXRG SCD SCD5 SCP2 SLC27A1 SLC27A2 SLC27A4 SLC27A5 SLC27A6 SORBS1 UBC UCP1 KEGG_PRIMARY_BILE_ACID_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_PRIMARY_BILE_ACID_BIOSYNTHESIS ACOX2 AKR1C4 AKR1D1 AMACR BAAT CH25H CYP27A1 CYP39A1 CYP46A1 CYP7A1 CYP7B1 CYP8B1 HSD17B4 HSD3B7 SCP2 SLC27A5 KEGG_PRIMARY_IMMUNODEFICIENCY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_PRIMARY_IMMUNODEFICIENCY ADA AICDA AIRE BLNK BTK CD19 CD3D CD3E CD4 CD40 CD40LG CD79A CD8A CD8B CIITA DCLRE1C ICOS IGLL1 IKBKG IL2RG IL7R JAK3 LCK PTPRC RAG1 RAG2 RFX5 RFXANK RFXAP TAP1 TAP2 TNFRSF13B TNFRSF13C UNG ZAP70 KEGG_PRION_DISEASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_PRION_DISEASES BAX C1QA C1QB C1QC C5 C6 C7 C8A C8B C8G C9 CCL5 EGR1 ELK1 FYN HSPA1A HSPA5 IL1A IL1B IL6 LAMC1 MAP2K1 MAP2K2 MAPK1 MAPK3 NCAM1 NCAM2 NOTCH1 PRKACA PRKACB PRKACG PRKX PRNP SOD1 STIP1 KEGG_PROGESTERONE_MEDIATED_OOCYTE_MATURATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_PROGESTERONE_MEDIATED_OOCYTE_MATURATION ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 AKT1 AKT2 AKT3 ANAPC1 ANAPC10 ANAPC11 ANAPC13 ANAPC2 ANAPC4 ANAPC5 ANAPC7 ARAF BRAF BUB1 CCNA1 CCNA2 CCNB1 CCNB2 CCNB3 CDC16 CDC23 CDC25A CDC25B CDC25C CDC26 CDC27 CDK1 CDK2 CPEB1 FZR1 GNAI1 GNAI2 GNAI3 HSP90AA1 HSP90AB1 IGF1 IGF1R INS KRAS MAD2L1 MAD2L2 MAP2K1 MAPK1 MAPK10 MAPK11 MAPK12 MAPK13 MAPK14 MAPK3 MAPK8 MAPK9 MOS PDE3A PDE3B PGR PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PKMYT1 PLK1 PRKACA PRKACB PRKACG PRKX RAF1 RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA6 SPDYA SPDYC KEGG_PROPANOATE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_PROPANOATE_METABOLISM ABAT ACACA ACACB ACADM ACAT1 ACAT2 ACSS1 ACSS2 ACSS3 ALDH1B1 ALDH2 ALDH3A2 ALDH6A1 ALDH7A1 ALDH9A1 ECHS1 EHHADH HADHA HIBCH LDHA LDHAL6A LDHAL6B LDHB LDHC MCEE MLYCD MMUT PCCA PCCB SUCLA2 SUCLG1 SUCLG2 SUCLG2P2 KEGG_PROSTATE_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_PROSTATE_CANCER AKT1 AKT2 AKT3 AR ARAF ATF4 BAD BCL2 BRAF CASP9 CCND1 CCNE1 CCNE2 CDK2 CDKN1A CDKN1B CHUK CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 CREBBP CTNNB1 E2F1 E2F2 E2F3 EGF EGFR EP300 ERBB2 FGFR1 FGFR2 FOXO1 GRB2 GSK3B GSTP1 HRAS HSP90AA1 HSP90AB1 HSP90B1 IGF1 IGF1R IKBKB IKBKG INS INSRR KLK3 KRAS LEF1 MAP2K1 MAP2K2 MAPK1 MAPK3 MDM2 MTOR NFKB1 NFKBIA NKX3-1 NRAS PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PDPK1 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PTEN RAF1 RB1 RELA SOS1 SOS2 SRD5A2 TCF7 TCF7L1 TCF7L2 TGFA TP53 KEGG_PROTEASOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_PROTEASOME IFNG POMP PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA6P4 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC1P4 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD6 PSMD7 PSMD8 PSME1 PSME2 PSME3 PSME4 PSMF1 SEM1 KEGG_PROTEIN_EXPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_PROTEIN_EXPORT HSPA5 IMMP1L IMMP2L OXA1L SEC11A SEC11C SEC61A1 SEC61A2 SEC61B SEC61G SEC62 SEC63 SPCS1 SPCS2 SPCS3 SRP14 SRP19 SRP54 SRP68 SRP72 SRP9 SRP9P1 SRPRA SRPRB KEGG_PROXIMAL_TUBULE_BICARBONATE_RECLAMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_PROXIMAL_TUBULE_BICARBONATE_RECLAMATION AQP1 ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP1B1 ATP1B2 ATP1B3 ATP1B4 CA2 CA4 FXYD2 GLS GLS2 GLUD1 GLUD2 MDH1 PCK1 PCK2 SLC25A10 SLC38A3 SLC4A4 SLC9A3 KEGG_PURINE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_PURINE_METABOLISM ADA ADCY1 ADCY10 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ADK ADPRM ADSL ADSS1 ADSS2 AK1 AK2 AK4 AK5 AK7 ALLC AMPD1 AMPD2 AMPD3 APRT ATIC CANT1 DCK DGUOK ENPP1 ENPP3 ENTPD1 ENTPD2 ENTPD3 ENTPD4 ENTPD5 ENTPD6 ENTPD8 FHIT GART GDA GMPR GMPR2 GMPS GUCY1A1 GUCY1A2 GUCY1B1 GUCY2C GUCY2D GUCY2F GUK1 HPRT1 IMPDH1 IMPDH2 ITPA NME1 NME1-NME2 NME2 NME3 NME4 NME5 NME6 NME7 NPR1 NPR2 NT5C NT5C1A NT5C1B NT5C2 NT5C3A NT5E NT5M NUDT2 NUDT5 NUDT9 PAICS PAPSS1 PAPSS2 PDE10A PDE11A PDE1A PDE1B PDE1C PDE2A PDE3A PDE3B PDE4A PDE4B PDE4C PDE4D PDE5A PDE6A PDE6B PDE6C PDE6D PDE6G PDE6H PDE7A PDE7B PDE8A PDE8B PDE9A PFAS PKLR PKM PNP PNPT1 POLA1 POLA2 POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POLR1A POLR1B POLR1C POLR1D POLR1E POLR1H POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2J2 POLR2J3 POLR2K POLR2L POLR3A POLR3B POLR3C POLR3D POLR3F POLR3G POLR3GL POLR3H POLR3K PPAT PRIM1 PRIM2 PRPS1 PRPS1L1 PRPS2 PRUNE1 RRM1 RRM2 RRM2B URAD XDH KEGG_PYRIMIDINE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_PYRIMIDINE_METABOLISM AK3 CAD CANT1 CDA CMPK1 CMPK2 CTPS1 CTPS2 DCK DCTD DHODH DPYD DPYS DTYMK DUT ENTPD1 ENTPD3 ENTPD4 ENTPD5 ENTPD6 ENTPD8 ITPA NME1 NME1-NME2 NME2 NME3 NME4 NME5 NME6 NME7 NT5C NT5C1A NT5C1B NT5C2 NT5C3A NT5E NT5M NUDT2 PNP PNPT1 POLA1 POLA2 POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POLR1A POLR1B POLR1C POLR1D POLR1E POLR1H POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2J2 POLR2J3 POLR2K POLR2L POLR3A POLR3B POLR3C POLR3D POLR3F POLR3G POLR3GL POLR3H POLR3K PRIM1 PRIM2 RRM1 RRM2 RRM2B TK1 TK2 TXNRD1 TXNRD2 TYMP TYMS UCK1 UCK2 UCKL1 UMPS UPB1 UPP1 UPP2 UPRT KEGG_PYRUVATE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_PYRUVATE_METABOLISM ACACA ACACB ACAT1 ACAT2 ACOT12 ACSS1 ACSS2 ACYP1 ACYP2 AKR1B1 ALDH1B1 ALDH2 ALDH3A2 ALDH7A1 ALDH9A1 DLAT DLD GLO1 GRHPR HAGH HAGHL LDHA LDHAL6A LDHAL6B LDHB LDHC LDHD MDH1 MDH2 ME1 ME2 ME3 PC PCK1 PCK2 PDHA1 PDHA2 PDHB PKLR PKM KEGG_REGULATION_OF_ACTIN_CYTOSKELETON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_REGULATION_OF_ACTIN_CYTOSKELETON ABI2 ACTB ACTG1 ACTN1 ACTN2 ACTN3 ACTN4 APC APC2 ARAF ARHGAP35 ARHGEF1 ARHGEF12 ARHGEF4 ARHGEF6 ARHGEF7 ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 ARPC5L BAIAP2 BCAR1 BDKRB1 BDKRB2 BRAF BRK1 CD14 CDC42 CFL1 CFL2 CHRM1 CHRM2 CHRM3 CHRM4 CHRM5 CRK CRKL CSK CYFIP1 CYFIP2 DIAPH1 DIAPH2 DIAPH3 DOCK1 EGF EGFR ENAH EZR F2 F2R FGD1 FGD3 FGF1 FGF10 FGF11 FGF12 FGF13 FGF14 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFR4 FN1 GIT1 GNA12 GNA13 GNG12 GSN HRAS INS INSRR IQGAP1 IQGAP2 IQGAP3 ITGA1 ITGA10 ITGA11 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA6 ITGA7 ITGA8 ITGA9 ITGAD ITGAE ITGAL ITGAM ITGAV ITGAX ITGB1 ITGB2 ITGB3 ITGB4 ITGB5 ITGB6 ITGB7 ITGB8 KRAS LIMK1 LIMK2 MAP2K1 MAP2K2 MAPK1 MAPK3 MOS MRAS MSN MYH10 MYH14 MYH9 MYL10 MYL11 MYL12A MYL12B MYL2 MYL5 MYL7 MYL9 MYLK MYLK2 MYLK3 NCKAP1 NCKAP1L NRAS PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PFN1 PFN2 PFN3 PFN4 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PIKFYVE PIP4K2A PIP4K2B PIP4K2C PIP5K1A PIP5K1B PIP5K1C PPP1CA PPP1CB PPP1CC PPP1R12A PTK2 PXN RAC1 RAC2 RAC3 RAF1 RDX RHOA ROCK1 ROCK2 RRAS RRAS2 SCIN SLC9A1 SOS1 SOS2 SSH1 SSH2 SSH3 TIAM1 TIAM2 TMSB4X TMSB4XP8 TMSB4Y VAV1 VAV2 VAV3 VCL WAS WASF1 WASF2 WASL KEGG_REGULATION_OF_AUTOPHAGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_REGULATION_OF_AUTOPHAGY ATG12 ATG3 ATG4A ATG4B ATG4C ATG4D ATG5 ATG7 BECN1 BECN2 GABARAP GABARAPL1 GABARAPL2 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNG INS PIK3C3 PIK3R4 PRKAA1 PRKAA2 ULK1 ULK2 ULK3 KEGG_RENAL_CELL_CARCINOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_RENAL_CELL_CARCINOMA AKT1 AKT2 AKT3 ARAF ARNT ARNT2 BRAF CDC42 CREBBP CRK CRKL CUL2 EGLN1 EGLN2 EGLN3 ELOB ELOC EP300 EPAS1 ETS1 FH FLCN GAB1 GRB2 HGF HIF1A HRAS JUN KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 MET NRAS PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 PDGFB PGF PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PTPN11 RAC1 RAF1 RAP1A RAP1B RAPGEF1 RBX1 SLC2A1 SOS1 SOS2 TGFA TGFB1 TGFB2 TGFB3 VEGFA VEGFB VEGFC VEGFD VHL KEGG_RENIN_ANGIOTENSIN_SYSTEM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_RENIN_ANGIOTENSIN_SYSTEM ACE ACE2 AGT AGTR1 AGTR2 ANPEP CMA1 CPA3 CTSA CTSG ENPEP LNPEP MAS1 MME NLN REN THOP1 KEGG_RETINOL_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_RETINOL_METABOLISM ADH1A ADH1B ADH1C ADH4 ADH5 ADH6 ADH7 ALDH1A1 ALDH1A2 AWAT2 BCO1 CYP1A1 CYP1A2 CYP26A1 CYP26B1 CYP26C1 CYP2A13 CYP2A6 CYP2A7 CYP2B6 CYP2C18 CYP2C19 CYP2C8 CYP2C9 CYP3A4 CYP3A43 CYP3A5 CYP3A7 CYP4A11 CYP4A22 DGAT1 DGAT2 DHRS3 DHRS4 DHRS4L2 DHRS9 LRAT PNPLA4 RDH10 RDH11 RDH12 RDH16 RDH5 RDH8 RETSAT RPE65 UGT1A1 UGT1A10 UGT1A3 UGT1A4 UGT1A5 UGT1A6 UGT1A7 UGT1A8 UGT1A9 UGT2A1 UGT2A3 UGT2B10 UGT2B11 UGT2B15 UGT2B17 UGT2B28 UGT2B4 UGT2B7 KEGG_RIBOFLAVIN_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_RIBOFLAVIN_METABOLISM ACP1 ACP2 ACP3 ACP4 ACP5 ACP6 ENPP1 ENPP3 FLAD1 MTMR1 MTMR2 MTMR6 MTMR7 PHPT1 RFK TYR KEGG_RIBOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_RIBOSOME FAU MRPL13 RPL10 RPL10A RPL10L RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL22L1 RPL23 RPL23A RPL24 RPL26 RPL26L1 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL36AL RPL37 RPL37A RPL38 RPL39 RPL3L RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPS10 RPS11 RPS12 RPS13 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS5 RPS6 RPS7 RPS8 RPS9 RPSA RSL24D1 RSL24D1P11 UBA52 KEGG_RIG_I_LIKE_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_RIG_I_LIKE_RECEPTOR_SIGNALING_PATHWAY ATG12 ATG5 AZI2 CASP10 CASP8 CHUK CXCL10 CXCL8 CYLD DDX3X DDX3Y DHX58 FADD IFIH1 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IFNE IFNK IFNW1 IKBKB IKBKE IKBKG IL12A IL12B IRF3 IRF7 ISG15 MAP3K1 MAP3K7 MAPK10 MAPK11 MAPK12 MAPK13 MAPK14 MAPK8 MAPK9 MAVS NFKB1 NFKBIA NFKBIB NLRX1 OTUD5 PIN1 RELA RIGI RIPK1 RNF125 SIKE1 STING1 TANK TBK1 TBKBP1 TKFC TNF TRADD TRAF2 TRAF3 TRAF6 TRIM25 KEGG_RNA_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_RNA_DEGRADATION C1D C1DP2 C1DP3 CNOT1 CNOT10 CNOT2 CNOT3 CNOT4 CNOT6 CNOT6L CNOT7 CNOT8 CNOT9 DCP1A DCP1B DCP2 DCPS DDX6 DIS3 EDC3 EDC4 ENO1 ENO2 ENO3 EXOSC1 EXOSC10 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 HSPA9 HSPD1 LSM1 LSM2 LSM3 LSM4 LSM5 LSM6 LSM7 LSM8 MPHOSPH6 MTREX PAPOLA PAPOLB PAPOLG PARN PATL1 PNPT1 SKIC2 SKIC3 SKIC8 TENT4A XRN1 XRN2 ZCCHC7 KEGG_RNA_POLYMERASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_RNA_POLYMERASE POLR1A POLR1B POLR1C POLR1D POLR1E POLR1H POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2J2 POLR2J3 POLR2K POLR2L POLR3A POLR3B POLR3C POLR3D POLR3F POLR3G POLR3GL POLR3H POLR3K KEGG_SELENOAMINO_ACID_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_SELENOAMINO_ACID_METABOLISM AHCY AHCYL1 AHCYL2 BUD23 CBS CTH GGT1 GGT5 GGT6 GGT7 HEMK1 LCMT1 LCMT2 MARS1 MARS2 MAT1A MAT2A MAT2B METTL2B METTL6 PAPSS1 PAPSS2 SCLY SEPHS1 SEPHS2 TRMT11 KEGG_SMALL_CELL_LUNG_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_SMALL_CELL_LUNG_CANCER AKT1 AKT2 AKT3 APAF1 BCL2 BCL2L1 BIRC2 BIRC3 CASP9 CCND1 CCNE1 CCNE2 CDK2 CDK4 CDK6 CDKN1B CDKN2B CHUK CKS1B COL4A1 COL4A2 COL4A4 COL4A6 CYCS E2F1 E2F2 E2F3 FHIT FN1 IKBKB IKBKG ITGA2 ITGA2B ITGA3 ITGA6 ITGAV ITGB1 LAMA1 LAMA2 LAMA3 LAMA4 LAMA5 LAMB1 LAMB2 LAMB3 LAMB4 LAMC1 LAMC2 LAMC3 MAX MYC NFKB1 NFKBIA NOS2 PIAS1 PIAS2 PIAS3 PIAS4 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PTEN PTGS2 PTK2 RARB RB1 RELA RXRA RXRB RXRG SKP2 TP53 TRAF1 TRAF2 TRAF3 TRAF4 TRAF5 TRAF6 XIAP KEGG_SNARE_INTERACTIONS_IN_VESICULAR_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_SNARE_INTERACTIONS_IN_VESICULAR_TRANSPORT BET1 BET1L BNIP1 GOSR1 GOSR2 SEC22B SNAP23 SNAP25 SNAP29 SNAP47 STX10 STX11 STX12 STX16 STX17 STX18 STX19 STX1A STX1B STX2 STX3 STX4 STX5 STX6 STX7 STX8 TSNARE1 USE1 VAMP1 VAMP2 VAMP3 VAMP4 VAMP5 VAMP7 VAMP8 VTI1A VTI1B YKT6 KEGG_SPHINGOLIPID_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_SPHINGOLIPID_METABOLISM ACER1 ACER2 ACER3 ARSA ASAH1 ASAH2 B4GALT6 CERK DEGS1 DEGS2 ENPP7 GAL3ST1 GALC GBA1 GLA GLB1 KDSR NEU1 NEU2 NEU3 NEU4 PLPP1 PLPP2 PLPP3 SGMS1 SGMS2 SGPL1 SGPP1 SGPP2 SMPD1 SMPD2 SMPD3 SMPD4 SPHK1 SPHK2 SPTLC1 SPTLC2 UGCG UGT8 KEGG_SPLICEOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_SPLICEOSOME ACIN1 ALYREF AQR BCAS2 BUD31 CCDC12 CDC40 CDC5L CHERP CRNKL1 CTNNBL1 CWC15 DDX23 DDX39B DDX42 DDX46 DDX5 DHX15 DHX16 DHX38 DHX8 EFTUD2 EIF4A3 HNRNPA1 HNRNPA1L2 HNRNPA1P60 HNRNPA3 HNRNPC HNRNPK HNRNPM HNRNPU HSPA1A HSPA1B HSPA1L HSPA2 HSPA6 HSPA8 ISY1 LSM2 LSM3 LSM4 LSM5 LSM6 LSM7 LSM8 MAGOH MAGOHB NCBP1 NCBP2 PCBP1 PHF5A PLRG1 PPIE PPIH PPIL1 PQBP1 PRPF18 PRPF19 PRPF3 PRPF31 PRPF38A PRPF38B PRPF4 PRPF40A PRPF40B PRPF6 PRPF8 PUF60 RBM17 RBM22 RBM25 RBM8A RBMX SART1 SF3A1 SF3A2 SF3A3 SF3B1 SF3B2 SF3B3 SF3B4 SF3B5 SF3B6 SLU7 SMNDC1 SNRNP200 SNRNP27 SNRNP40 SNRNP70 SNRPA SNRPA1 SNRPB SNRPB2 SNRPC SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SNU13 SNW1 SRSF1 SRSF10 SRSF2 SRSF3 SRSF4 SRSF5 SRSF6 SRSF7 SRSF8 SRSF9 SYF2 TCERG1 THOC1 THOC2 THOC3 TRA2A TRA2B TXNL4A U2AF1 U2AF2 U2SURP USP39 WBP11 XAB2 ZMAT2 KEGG_STARCH_AND_SUCROSE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_STARCH_AND_SUCROSE_METABOLISM AGL AMY1A AMY1B AMY1C AMY2A AMY2B ENPP1 ENPP3 G6PC1 G6PC2 GAA GANC GBA3 GBE1 GCK GPI GUSB GYS1 GYS2 HK1 HK2 HK3 MGAM PGM1 PGM2 PGM2L1 PYGB PYGL PYGM SI TREH UGDH UGP2 UGT1A1 UGT1A10 UGT1A3 UGT1A4 UGT1A5 UGT1A6 UGT1A7 UGT1A8 UGT1A9 UGT2A1 UGT2A3 UGT2B10 UGT2B11 UGT2B15 UGT2B17 UGT2B28 UGT2B4 UGT2B7 UXS1 KEGG_STEROID_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_STEROID_BIOSYNTHESIS CEL CYP27B1 CYP51A1 DHCR24 DHCR7 EBP FDFT1 HSD17B7 LIPA LSS MSMO1 NSDHL SC5D SOAT1 SOAT2 SQLE TM7SF2 KEGG_STEROID_HORMONE_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_STEROID_HORMONE_BIOSYNTHESIS AKR1C1 AKR1C2 AKR1C3 AKR1C4 AKR1D1 COMT CYP11A1 CYP11B1 CYP11B2 CYP17A1 CYP19A1 CYP1A1 CYP1B1 CYP21A2 CYP3A4 CYP3A43 CYP3A5 CYP3A7 CYP7A1 CYP7B1 HSD11B1 HSD11B2 HSD17B1 HSD17B12 HSD17B2 HSD17B3 HSD17B6 HSD17B7 HSD17B8 HSD3B1 HSD3B2 SRD5A1 SRD5A2 SRD5A3 STS SULT1E1 SULT2B1 UGT1A1 UGT1A10 UGT1A3 UGT1A4 UGT1A5 UGT1A6 UGT1A7 UGT1A8 UGT1A9 UGT2A1 UGT2A3 UGT2B10 UGT2B11 UGT2B15 UGT2B17 UGT2B28 UGT2B4 UGT2B7 KEGG_SULFUR_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_SULFUR_METABOLISM BPNT1 CHST11 CHST12 CHST13 PAPSS1 PAPSS2 SULT1A1 SULT1A2 SULT1A3 SULT1A4 SULT1E1 SULT2B1 SUOX KEGG_SYSTEMIC_LUPUS_ERYTHEMATOSUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_SYSTEMIC_LUPUS_ERYTHEMATOSUS ACTN1 ACTN2 ACTN3 ACTN4 C1QA C1QB C1QC C1R C1S C2 C3 C4A C4B C5 C6 C7 C8A C8B C8G C9 CD28 CD40 CD40LG CD80 CD86 CTSG ELANE FCGR1A FCGR2A FCGR2B FCGR2C FCGR3A FCGR3B GRIN2A GRIN2B H2AB1 H2AB2 H2AB3 H2AC1 H2AC11 H2AC12 H2AC13 H2AC14 H2AC15 H2AC16 H2AC17 H2AC18 H2AC19 H2AC20 H2AC21 H2AC25 H2AC4 H2AC6 H2AC7 H2AC8 H2ACP1 H2AJ H2AX H2AZ1 H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC13 H2BC14 H2BC15 H2BC17 H2BC18 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H2BW1 H2BW2 H3-3A H3-3B H3-4 H3-5 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H3Y1 H3Y2 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C7 H4C8 H4C9 HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 IFNG IL10 MACROH2A1 MACROH2A2 RO60 SNRPB SNRPD1 SNRPD3 SSB TNF TRIM21 KEGG_TASTE_TRANSDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_TASTE_TRANSDUCTION ADCY4 ADCY6 ADCY8 ASIC2 CACNA1A CACNA1B GNAS GNAT3 GNB1 GNB3 GNG13 GNG3 GRM4 ITPR3 KCNB1 PDE1A PLCB2 PRKACA PRKACB PRKACG PRKX SCNN1A SCNN1B SCNN1G TAS1R1 TAS1R2 TAS1R3 TAS2R1 TAS2R10 TAS2R13 TAS2R14 TAS2R16 TAS2R19 TAS2R20 TAS2R3 TAS2R31 TAS2R38 TAS2R39 TAS2R4 TAS2R40 TAS2R41 TAS2R42 TAS2R43 TAS2R45 TAS2R46 TAS2R5 TAS2R50 TAS2R60 TAS2R7 TAS2R8 TAS2R9 TRPM5 KEGG_TAURINE_AND_HYPOTAURINE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_TAURINE_AND_HYPOTAURINE_METABOLISM ADO BAAT CDO1 CSAD GAD1 GAD2 GGT1 GGT5 GGT6 GGT7 KEGG_TERPENOID_BACKBONE_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_TERPENOID_BACKBONE_BIOSYNTHESIS ACAT1 ACAT2 DHDDS FDPS GGPS1 HMGCR HMGCS1 HMGCS2 IDI1 IDI2 MVD MVK PDSS1 PDSS2 PMVK KEGG_TGF_BETA_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_TGF_BETA_SIGNALING_PATHWAY ACVR1 ACVR1C ACVR2A ACVR2B ACVRL1 AMH AMHR2 BMP2 BMP4 BMP5 BMP6 BMP7 BMP8A BMP8B BMPR1A BMPR1B BMPR2 CDKN2B CHRD COMP CREBBP CUL1 DCN E2F4 E2F5 EP300 FST GDF5 GDF6 GDF7 ID1 ID2 ID3 ID4 IFNG INHBA INHBB INHBC INHBE LEFTY1 LEFTY2 LTBP1 MAPK1 MAPK3 MYC NODAL NOG PITX2 PPP2CA PPP2CB PPP2R1A PPP2R1B RBL1 RBL2 RBX1 RHOA ROCK1 ROCK2 RPS6KB1 RPS6KB2 SKP1 SKP1P2 SMAD1 SMAD2 SMAD3 SMAD4 SMAD5 SMAD6 SMAD7 SMAD9 SMURF1 SMURF2 SP1 TFDP1 TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 THBS1 THBS2 THBS3 THBS4 TNF ZFYVE16 ZFYVE9 KEGG_THYROID_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_THYROID_CANCER BRAF CCDC6 CCND1 CDH1 CTNNB1 HRAS KRAS LEF1 MAP2K1 MAP2K2 MAPK1 MAPK3 MYC NCOA4 NRAS NTRK1 PAX8 PPARG RET RXRA RXRB RXRG TCF7 TCF7L1 TCF7L2 TFG TP53 TPM3 TPR KEGG_TIGHT_JUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_TIGHT_JUNCTION ACTB ACTG1 ACTN1 ACTN2 ACTN3 ACTN4 AFDN AKT1 AKT2 AKT3 AMOTL1 ASH1L CASK CDC42 CDK4 CGN CLDN1 CLDN10 CLDN11 CLDN14 CLDN15 CLDN16 CLDN17 CLDN18 CLDN19 CLDN2 CLDN20 CLDN22 CLDN23 CLDN3 CLDN4 CLDN5 CLDN6 CLDN7 CLDN8 CLDN9 CRB3 CSNK2A1 CSNK2A2 CSNK2B CTNNA1 CTNNA2 CTNNA3 CTNNB1 CTTN EPB41 EPB41L1 EPB41L2 EPB41L3 EXOC3 EXOC4 F11R GNAI1 GNAI2 GNAI3 HCLS1 HRAS IGSF5 JAM2 JAM3 KRAS LLGL1 LLGL2 MAGI1 MAGI2 MAGI3 MAP3K20 MPDZ MRAS MYH1 MYH10 MYH11 MYH13 MYH14 MYH15 MYH2 MYH3 MYH4 MYH6 MYH7 MYH7B MYH8 MYH9 MYL10 MYL11 MYL12A MYL12B MYL2 MYL5 MYL7 MYL9 NRAS OCLN PALS1 PARD3 PARD6A PARD6B PARD6G PATJ PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R2A PPP2R2B PPP2R2C PPP2R2D PRKCA PRKCB PRKCD PRKCE PRKCG PRKCH PRKCI PRKCQ PRKCZ PTEN RAB13 RAB3B RHOA RRAS RRAS2 SPTAN1 SRC SYMPK TJAP1 TJP1 TJP2 TJP3 VAPA YBX3 YES1 KEGG_TOLL_LIKE_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_TOLL_LIKE_RECEPTOR_SIGNALING_PATHWAY AKT1 AKT2 AKT3 CASP8 CCL3 CCL4 CCL5 CD14 CD40 CD80 CD86 CHUK CTSK CXCL10 CXCL11 CXCL8 CXCL9 FADD FOS IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR1 IFNAR2 IFNB1 IKBKB IKBKE IKBKG IL12A IL12B IL1B IL6 IRAK1 IRAK4 IRF3 IRF5 IRF7 JUN LBP LY96 MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K6 MAP2K7 MAP3K7 MAP3K8 MAPK1 MAPK10 MAPK11 MAPK12 MAPK13 MAPK14 MAPK3 MAPK8 MAPK9 MYD88 NFKB1 NFKBIA PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 RAC1 RELA RIPK1 SPP1 STAT1 TAB1 TAB2 TBK1 TICAM1 TICAM2 TIRAP TLR1 TLR2 TLR3 TLR4 TLR5 TLR6 TLR7 TLR8 TLR9 TNF TOLLIP TRAF3 TRAF6 KEGG_TRYPTOPHAN_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_TRYPTOPHAN_METABOLISM AADAT AANAT ACAT1 ACAT2 ACMSD AFMID ALDH1B1 ALDH2 ALDH3A2 ALDH7A1 ALDH9A1 AOC1 AOX1 ASMT CAT CYP1A1 CYP1A2 CYP1B1 DDC ECHS1 EHHADH GCDH HAAO HADH HADHA IDO1 IDO2 IL4I1 INMT KMO KYNU MAOA MAOB OGDH OGDHL TDO2 TPH1 TPH2 WARS1 WARS2 KEGG_TYPE_II_DIABETES_MELLITUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_TYPE_II_DIABETES_MELLITUS ABCC8 ADIPOQ CACNA1A CACNA1B CACNA1C CACNA1D CACNA1E CACNA1G GCK HK1 HK2 HK3 IKBKB INS INSR IRS1 IRS2 IRS4 KCNJ11 MAFA MAPK1 MAPK10 MAPK3 MAPK8 MAPK9 MTOR PDX1 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PKLR PKM PRKCD PRKCE PRKCZ SLC2A2 SLC2A4 SOCS1 SOCS2 SOCS3 SOCS4 TNF KEGG_TYPE_I_DIABETES_MELLITUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_TYPE_I_DIABETES_MELLITUS CD28 CD80 CD86 CPE FAS FASLG GAD1 GAD2 GZMB HLA-A HLA-B HLA-C HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G HSPD1 ICA1 IFNG IL12A IL12B IL1A IL1B IL2 INS LTA PRF1 PTPRN PTPRN2 TNF KEGG_TYROSINE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_TYROSINE_METABOLISM ADH1A ADH1B ADH1C ADH4 ADH5 ADH6 ADH7 ALDH1A3 ALDH3A1 ALDH3B1 ALDH3B2 AOC2 AOC3 AOX1 BUD23 COMT DBH DCT DDC FAH GOT1 GOT2 GSTZ1 HEMK1 HGD HPD IL4I1 LCMT1 LCMT2 MAOA MAOB METTL2B METTL6 MIF NAA80 PNMT TAT TH TPO TRMT11 TYR TYRP1 KEGG_T_CELL_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_T_CELL_RECEPTOR_SIGNALING_PATHWAY AKT1 AKT2 AKT3 BCL10 CARD11 CBL CBLB CBLC CD247 CD28 CD3D CD3E CD3G CD4 CD40LG CD8A CD8B CDC42 CDK4 CHP1 CHP2 CHUK CSF2 CTLA4 DLG1 FOS FYN GRAP2 GRB2 GSK3B HRAS ICOS IFNG IKBKB IKBKG IL10 IL2 IL4 IL5 ITK JUN KRAS LAT LCK LCP2 MALT1 MAP2K1 MAP2K2 MAP2K7 MAP3K14 MAP3K7 MAP3K8 MAPK1 MAPK11 MAPK12 MAPK13 MAPK14 MAPK3 MAPK9 NCK1 NCK2 NFAT5 NFATC1 NFATC2 NFATC3 NFATC4 NFKB1 NFKBIA NFKBIB NFKBIE NRAS PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 PDCD1 PDPK1 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PLCG1 PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PRKCQ PTPN6 PTPRC RAF1 RASGRP1 RELA RHOA SOS1 SOS2 TEC TNF VAV1 VAV2 VAV3 ZAP70 KEGG_UBIQUITIN_MEDIATED_PROTEOLYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_UBIQUITIN_MEDIATED_PROTEOLYSIS AIRE ANAPC1 ANAPC10 ANAPC11 ANAPC13 ANAPC2 ANAPC4 ANAPC5 ANAPC7 BIRC2 BIRC3 BIRC6 BRCA1 BTRC CBL CBLB CBLC CDC16 CDC20 CDC23 CDC26 CDC27 CDC34 COP1 CUL1 CUL2 CUL3 CUL4A CUL4B CUL5 CUL7 DDB1 DDB2 DET1 ELOB ELOC ERCC8 FANCL FBXO2 FBXO4 FBXW11 FBXW7 FBXW8 FZR1 HERC1 HERC2 HERC3 HERC4 HUWE1 ITCH KEAP1 KLHL13 KLHL9 MAP3K1 MDM2 MGRN1 MID1 NEDD4 NEDD4L NHLRC1 PIAS1 PIAS2 PIAS3 PIAS4 PML PPIL2 PRKN PRPF19 RBX1 RCHY1 RHOBTB2 RNF7 SAE1 SIAH1 SKP1 SKP1P2 SKP2 SMURF1 SMURF2 SOCS1 SOCS3 STUB1 SYVN1 TRAF6 TRIM32 TRIM37 TRIP12 UBA1 UBA2 UBA3 UBA6 UBA7 UBE2A UBE2B UBE2C UBE2D1 UBE2D2 UBE2D3 UBE2D4 UBE2E1 UBE2E2 UBE2E3 UBE2F UBE2G1 UBE2G2 UBE2H UBE2I UBE2J1 UBE2J2 UBE2K UBE2L3 UBE2L6 UBE2M UBE2N UBE2NL UBE2O UBE2Q1 UBE2Q2 UBE2QL1 UBE2R2 UBE2S UBE2U UBE2W UBE2Z UBE3A UBE3B UBE3C UBE4A UBE4B UBOX5 UBR5 VHL WWP1 WWP2 XIAP KEGG_VALINE_LEUCINE_AND_ISOLEUCINE_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_VALINE_LEUCINE_AND_ISOLEUCINE_BIOSYNTHESIS BCAT1 BCAT2 IARS1 IARS2 LARS1 LARS2 PDHA1 PDHA2 PDHB VARS1 VARS2 KEGG_VALINE_LEUCINE_AND_ISOLEUCINE_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_VALINE_LEUCINE_AND_ISOLEUCINE_DEGRADATION ABAT ACAA1 ACAA2 ACAD8 ACADM ACADS ACADSB ACAT1 ACAT2 ALDH1B1 ALDH2 ALDH3A2 ALDH6A1 ALDH7A1 ALDH9A1 AOX1 AUH BCAT1 BCAT2 BCKDHA BCKDHB DBT DLD ECHS1 EHHADH HADH HADHA HADHB HIBADH HIBCH HMGCL HMGCS1 HMGCS2 HSD17B10 IL4I1 IVD MCCC1 MCCC2 MCEE MMUT OXCT1 OXCT2 PCCA PCCB KEGG_VASCULAR_SMOOTH_MUSCLE_CONTRACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_VASCULAR_SMOOTH_MUSCLE_CONTRACTION ACTA2 ACTG2 ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ADORA2A ADORA2B ADRA1A ADRA1B ADRA1D AGTR1 ARAF ARHGEF1 ARHGEF11 ARHGEF12 AVPR1A AVPR1B BRAF CACNA1C CACNA1D CACNA1F CACNA1S CALCRL CALD1 CALM1 CALM2 CALM3 CALML3 CALML5 CALML6 CYP4A11 CYP4A22 EDNRA GNA11 GNA12 GNA13 GNAQ GNAS GUCY1A1 GUCY1A2 GUCY1B1 IRAG1 ITPR1 ITPR2 ITPR3 JMJD7-PLA2G4B KCNMA1 KCNMB1 KCNMB2 KCNMB3 KCNMB4 MAP2K1 MAP2K2 MAPK1 MAPK3 MYH11 MYL6 MYL6B MYL9 MYLK MYLK2 MYLK3 NPR1 NPR2 PLA2G10 PLA2G12A PLA2G12B PLA2G1B PLA2G2A PLA2G2C PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G4A PLA2G4B PLA2G4E PLA2G5 PLA2G6 PLCB1 PLCB2 PLCB3 PLCB4 PPP1CA PPP1CB PPP1CC PPP1R12A PPP1R12B PPP1R14A PRKACA PRKACB PRKACG PRKCA PRKCB PRKCD PRKCE PRKCG PRKCH PRKCQ PRKG1 PRKX PTGIR RAF1 RAMP1 RAMP2 RAMP3 RHOA ROCK1 ROCK2 KEGG_VASOPRESSIN_REGULATED_WATER_REABSORPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_VASOPRESSIN_REGULATED_WATER_REABSORPTION ADCY3 ADCY6 ADCY9 AQP2 AQP3 AQP4 ARHGDIA ARHGDIB AVP AVPR2 CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 DCTN1 DCTN2 DCTN4 DCTN5 DCTN6 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNC2H1 DYNC2LI1 DYNLL1 DYNLL2 GNAS NSF PRKACA PRKACB PRKACG PRKX RAB11A RAB11B RAB5A RAB5B RAB5C STX4 VAMP2 KEGG_VEGF_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_VEGF_SIGNALING_PATHWAY AKT1 AKT2 AKT3 BAD CASP9 CDC42 CHP1 CHP2 HRAS HSPB1 JMJD7-PLA2G4B KDR KRAS MAP2K1 MAP2K2 MAPK1 MAPK11 MAPK12 MAPK13 MAPK14 MAPK3 MAPKAPK2 MAPKAPK3 NFAT5 NFATC1 NFATC2 NFATC3 NFATC4 NOS3 NRAS PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PLA2G10 PLA2G12A PLA2G12B PLA2G1B PLA2G2A PLA2G2C PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G4A PLA2G4B PLA2G4E PLA2G5 PLA2G6 PLCG1 PLCG2 PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PRKCA PRKCB PRKCG PTGS2 PTK2 PXN RAC1 RAC2 RAC3 RAF1 SH2D2A SHC2 SPHK1 SPHK2 SRC VEGFA KEGG_VIBRIO_CHOLERAE_INFECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_VIBRIO_CHOLERAE_INFECTION ACTB ACTG1 ADCY3 ADCY9 ARF1 ATP6AP1 ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1C2 ATP6V1D ATP6V1E1 ATP6V1E2 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1G3 ATP6V1H CFTR ERO1A GNAS KCNQ1 KDELR1 KDELR2 KDELR3 MUC2 PDIA4 PLCG1 PLCG2 PRKACA PRKACB PRKACG PRKCA PRKCB PRKCG PRKX SEC61A1 SEC61A2 SEC61B SEC61G SLC12A2 TCIRG1 TJP1 TJP2 KEGG_VIRAL_MYOCARDITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_VIRAL_MYOCARDITIS ABL1 ABL2 ACTB ACTG1 BID CASP3 CASP8 CASP9 CAV1 CCND1 CD28 CD40 CD40LG CD55 CD80 CD86 CXADR CYCS DAG1 DMD EIF4G1 EIF4G2 EIF4G3 FYN HLA-A HLA-B HLA-C HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G ICAM1 ITGAL ITGB2 LAMA2 MYH1 MYH10 MYH11 MYH13 MYH14 MYH15 MYH2 MYH3 MYH4 MYH6 MYH7 MYH7B MYH8 MYH9 PRF1 RAC1 RAC2 RAC3 SGCA SGCB SGCD SGCG KEGG_WNT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_WNT_SIGNALING_PATHWAY APC APC2 AXIN1 AXIN2 BTRC CACYBP CAMK2A CAMK2B CAMK2D CAMK2G CCND1 CCND2 CCND3 CER1 CHD8 CHP1 CHP2 CREBBP CSNK1A1 CSNK1A1L CSNK1E CSNK2A1 CSNK2A2 CSNK2B CTBP1 CTBP2 CTNNB1 CTNNBIP1 CUL1 CXXC4 DAAM1 DAAM2 DKK1 DKK2 DKK4 DVL1 DVL2 DVL3 EP300 FBXW11 FOSL1 FRAT1 FRAT2 FZD1 FZD10 FZD2 FZD3 FZD4 FZD5 FZD6 FZD7 FZD8 FZD9 GSK3B JUN LEF1 LRP5 LRP6 MAP3K7 MAPK10 MAPK8 MAPK9 MMP7 MYC NFAT5 NFATC1 NFATC2 NFATC3 NFATC4 NKD1 NKD2 NLK PLCB1 PLCB2 PLCB3 PLCB4 PORCN PPARD PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PRICKLE1 PRICKLE2 PRKACA PRKACB PRKACG PRKCA PRKCB PRKCG PRKX PSEN1 RAC1 RAC2 RAC3 RBX1 RHOA ROCK1 ROCK2 RUVBL1 SENP2 SFRP1 SFRP2 SFRP4 SFRP5 SIAH1 SKP1 SKP1P2 SMAD2 SMAD3 SMAD4 SOX17 TBL1X TBL1XR1 TBL1Y TCF7 TCF7L1 TCF7L2 TP53 VANGL1 VANGL2 WIF1 WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT8A WNT8B WNT9A WNT9B KEGG_MEDICUS_ENV_FACTOR_ARSENIC_TO_ELECTRON_TRANSFER_IN_COMPLEX_IV https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_ENV_FACTOR_ARSENIC_TO_ELECTRON_TRANSFER_IN_COMPLEX_IV AS3MT COX4I1 COX4I2 COX5A COX5B COX6A1 COX6A2 COX6B1 COX6B2 COX6C COX7A1 COX7A2 COX7A2L COX7B COX7C COX8A COX8C GSTO1 MT-CO1 MT-CO2 MT-CO3 KEGG_MEDICUS_ENV_FACTOR_BENZO_A_PYRENRE_TO_CYP_MEDIATED_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_ENV_FACTOR_BENZO_A_PYRENRE_TO_CYP_MEDIATED_METABOLISM AKR1A1 AKR1C1 AKR1C2 AKR1C3 AKR1C4 CYP1A1 CYP1B1 EPHX1 EPHX2 EPHX3 EPHX4 KEGG_MEDICUS_ENV_FACTOR_BPA_TO_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_ENV_FACTOR_BPA_TO_RAS_ERK_SIGNALING_PATHWAY ARAF BRAF ESR1 ESR2 HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS RAF1 SRC KEGG_MEDICUS_ENV_FACTOR_DCE_TO_DNA_ADDUCTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_ENV_FACTOR_DCE_TO_DNA_ADDUCTS GSTA1 GSTA2 GSTA3 GSTA4 GSTA5 GSTM1 GSTM2 GSTM3 GSTM4 GSTM5 GSTO1 GSTO2 GSTP1 GSTT1 GSTT2 GSTT2B MGST1 MGST2 MGST3 KEGG_MEDICUS_ENV_FACTOR_E2_TO_NUCLEAR_INITIATED_ESTROGEN_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_ENV_FACTOR_E2_TO_NUCLEAR_INITIATED_ESTROGEN_SIGNALING_PATHWAY DLL1 DLL3 DLL4 EGF ESR1 ESR2 FGF9 KEGG_MEDICUS_ENV_FACTOR_E2_TO_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_ENV_FACTOR_E2_TO_RAS_ERK_SIGNALING_PATHWAY ARAF BRAF CHRNA9 ESR1 ESR2 FOS HRAS JUN KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS RAF1 SRC KEGG_MEDICUS_ENV_FACTOR_IRON_TO_ANTEROGRADE_AXONAL_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_ENV_FACTOR_IRON_TO_ANTEROGRADE_AXONAL_TRANSPORT CDK5 MAPT TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA8 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 KEGG_MEDICUS_ENV_FACTOR_METALS_TO_JNK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_ENV_FACTOR_METALS_TO_JNK_SIGNALING_PATHWAY FOS JUN MAP2K4 MAP2K7 MAP3K5 MAPK10 MAPK8 MAPK9 KEGG_MEDICUS_ENV_FACTOR_METALS_TO_KEAP1_NRF2_SIGNALIG_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_ENV_FACTOR_METALS_TO_KEAP1_NRF2_SIGNALIG_PATHWAY AKR1A1 AKR1C1 AKR1C2 AKR1C3 AKR1C4 HMOX1 KEAP1 NFE2L2 NQO1 KEGG_MEDICUS_ENV_FACTOR_METALS_TO_NFKB_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_ENV_FACTOR_METALS_TO_NFKB_SIGNALING_PATHWAY ABL1 ABL2 ACP1 CHUK IKBKB IKBKG NFKB1 NFKBIA PRKD1 PRKD2 PRKD3 PTPN11 PTPRJ RELA SRC KEGG_MEDICUS_ENV_FACTOR_METALS_TO_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_ENV_FACTOR_METALS_TO_RAS_ERK_SIGNALING_PATHWAY ARAF BRAF FOS HRAS JUN KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS RAF1 KEGG_MEDICUS_ENV_FACTOR_NICOTINE_NNK_TO_CAMP_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_ENV_FACTOR_NICOTINE_NNK_TO_CAMP_SIGNALING_PATHWAY ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ADRB2 GNAS PRKACA PRKACB PRKACG KEGG_MEDICUS_ENV_FACTOR_NICOTINE_NNK_TO_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_ENV_FACTOR_NICOTINE_NNK_TO_PI3K_SIGNALING_PATHWAY ADRB2 AKT1 AKT2 AKT3 BAD GNAI1 GNAI2 GNAI3 PIK3CA PIK3CB PIK3CD KEGG_MEDICUS_ENV_FACTOR_NNK_NNN_TO_CHRNA7_E2F_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_ENV_FACTOR_NNK_NNN_TO_CHRNA7_E2F_SIGNALING_PATHWAY ARRB1 BIRC5 CDC25A CDC6 CHRNA7 E2F1 RAF1 RB1 SRC XIAP KEGG_MEDICUS_ENV_FACTOR_NNK_NNN_TO_PI3K_SIGNALING_PATHWAY_N01339 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_ENV_FACTOR_NNK_NNN_TO_PI3K_SIGNALING_PATHWAY_N01339 AKT1 AKT2 AKT3 BIRC5 CHRNA7 MTOR NFKB1 PIK3CA PIK3CB PIK3CD RELA KEGG_MEDICUS_ENV_FACTOR_NNK_NNN_TO_PI3K_SIGNALING_PATHWAY_N01350 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_ENV_FACTOR_NNK_NNN_TO_PI3K_SIGNALING_PATHWAY_N01350 AKT1 AKT2 AKT3 CCND3 CHRNA9 ESR1 ESR2 FOS JUN PIK3CA PIK3CB PIK3CD KEGG_MEDICUS_ENV_FACTOR_NNK_NNN_TO_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_ENV_FACTOR_NNK_NNN_TO_RAS_ERK_SIGNALING_PATHWAY ARAF BCL2 BRAF CHRNA3 CHRNA4 CHRNA7 CHRNB2 CHRNB4 FOS HRAS JUN KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 MYC NRAS RAF1 KEGG_MEDICUS_ENV_FACTOR_NNK_TO_DNA_ADDUCTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_ENV_FACTOR_NNK_TO_DNA_ADDUCTS AKR1C2 CBR1 CYP2A13 CYP2A6 HSD11B1 KEGG_MEDICUS_ENV_FACTOR_PHIP_TO_DNA_ADDUCTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_ENV_FACTOR_PHIP_TO_DNA_ADDUCTS CYP1A2 SULT1A1 SULT1A2 SULT1A3 SULT1A4 KEGG_MEDICUS_ENV_FACTOR_TCDD_TO_AHR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_ENV_FACTOR_TCDD_TO_AHR_SIGNALING_PATHWAY AHR ARNT CYP1A1 CYP1B1 GSTA1 GSTA2 GSTA3 GSTA4 GSTA5 GSTM1 GSTM2 GSTM3 GSTM4 GSTM5 GSTO1 GSTO2 GSTP1 GSTT1 GSTT2 GSTT2B MGST1 MGST2 MGST3 KEGG_MEDICUS_ENV_FACTOR_ZN_TO_ANTEROGRADE_AXONAL_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_ENV_FACTOR_ZN_TO_ANTEROGRADE_AXONAL_TRANSPORT GSK3B MAPT TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA8 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 KEGG_MEDICUS_PATHOGEN_ARSENIC_TO_ELECTRON_TRANSFER_IN_COMPLEX_II https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_ARSENIC_TO_ELECTRON_TRANSFER_IN_COMPLEX_II AS3MT GSTO1 SDHA SDHB SDHC SDHD KEGG_MEDICUS_PATHOGEN_EBV_BARF1_TO_INTRINSIC_APOPTOTIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_EBV_BARF1_TO_INTRINSIC_APOPTOTIC_PATHWAY APAF1 BAK1 BAX BCL2 CASP3 CASP9 CYCS KEGG_MEDICUS_PATHOGEN_EBV_EBNA1_TO_P53_MEDIATED_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_EBV_EBNA1_TO_P53_MEDIATED_TRANSCRIPTION BAK1 BAX CDKN1A DDB2 GADD45A GADD45B GADD45G POLK TP53 USP7 KEGG_MEDICUS_PATHOGEN_EBV_EBNA2_TO_RBP_JK_MEDIATED_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_EBV_EBNA2_TO_RBP_JK_MEDIATED_TRANSCRIPTION CR2 FCER2 HES1 MYC RBPJ RUNX3 SNW1 KEGG_MEDICUS_PATHOGEN_EBV_EBNA3C_TO_CELL_CYCLE_G1_S https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_EBV_EBNA3C_TO_CELL_CYCLE_G1_S CCND1 CCND2 CCND3 CDK4 CDK6 E2F1 E2F2 E2F3 RB1 KEGG_MEDICUS_PATHOGEN_EBV_EBNA3C_TO_P27_CELL_CYCLE_G1_S_N00264 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_EBV_EBNA3C_TO_P27_CELL_CYCLE_G1_S_N00264 CCNA1 CCNA2 CCNE1 CCNE2 CDK2 CDKN1B E2F1 E2F2 E2F3 RB1 SKP2 KEGG_MEDICUS_PATHOGEN_EBV_EBNA3C_TO_P27_CELL_CYCLE_G1_S_N00482 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_EBV_EBNA3C_TO_P27_CELL_CYCLE_G1_S_N00482 CCNA1 CCNA2 CCNE1 CCNE2 CDK2 E2F1 E2F2 E2F3 RB1 KEGG_MEDICUS_PATHOGEN_EBV_EBNA3C_TO_P53_MEDIATED_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_EBV_EBNA3C_TO_P53_MEDIATED_TRANSCRIPTION BAK1 BAX CDKN1A DDB2 GADD45A GADD45B GADD45G MDM2 POLK TP53 KEGG_MEDICUS_PATHOGEN_EBV_LMP1_TO_NFKB_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_EBV_LMP1_TO_NFKB_SIGNALING_PATHWAY CHUK IKBKB IKBKG MAP3K7 NFKB1 NFKBIA RELA TAB1 TAB2 TRADD TRAF6 KEGG_MEDICUS_PATHOGEN_ESCHERICHIA_EAE_TIR_TCCP_TO_ACTIN_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_ESCHERICHIA_EAE_TIR_TCCP_TO_ACTIN_SIGNALING_PATHWAY ACTB ACTG1 ACTR2 ACTR3 ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 ARPC5L BAIAP2 BAIAP2L1 WASL KEGG_MEDICUS_PATHOGEN_ESCHERICHIA_EAE_TIR_TO_ACTIN_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_ESCHERICHIA_EAE_TIR_TO_ACTIN_SIGNALING_PATHWAY ACTB ACTG1 ACTR2 ACTR3 ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 ARPC5L NCK1 NCK2 WASL WIPF1 WIPF2 WIPF3 KEGG_MEDICUS_PATHOGEN_ESCHERICHIA_ESPG_TO_MICROTUBULE_RHOA_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_ESCHERICHIA_ESPG_TO_MICROTUBULE_RHOA_SIGNALING_PATHWAY TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA8 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 KEGG_MEDICUS_PATHOGEN_ESCHERICHIA_ESPT_TO_RAC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_ESCHERICHIA_ESPT_TO_RAC_SIGNALING_PATHWAY ABI1 ACTB ACTG1 ACTR2 ACTR3 ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 ARPC5L RAC1 WASF2 KEGG_MEDICUS_PATHOGEN_ESCHERICHIA_MAP_TO_CDC42_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_ESCHERICHIA_MAP_TO_CDC42_SIGNALING_PATHWAY ACTB ACTG1 ACTR2 ACTR3 ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 ARPC5L CDC42 WASL KEGG_MEDICUS_PATHOGEN_HBV_HBX_TO_CREB_MEDIATED_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HBV_HBX_TO_CREB_MEDIATED_TRANSCRIPTION ATF2 ATF4 ATF6B CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 CREBBP CXCL8 PCNA KEGG_MEDICUS_PATHOGEN_HBV_HBX_TO_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HBV_HBX_TO_RAS_ERK_SIGNALING_PATHWAY ARAF BRAF ELK1 GRB2 HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS RAF1 SOS1 SOS2 SRC KEGG_MEDICUS_PATHOGEN_HBV_LHBS_TO_PKC_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HBV_LHBS_TO_PKC_ERK_SIGNALING_PATHWAY ARAF BRAF FOS JUN MAP2K1 MAP2K2 MAPK1 MAPK3 PRKCA PRKCB PRKCG RAF1 KEGG_MEDICUS_PATHOGEN_HCMV_GB_TO_PDGFR_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HCMV_GB_TO_PDGFR_RAS_ERK_SIGNALING_PATHWAY ARAF BRAF GRB2 HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS PDGFRA PDGFRB RAF1 SOS1 SOS2 KEGG_MEDICUS_PATHOGEN_HCMV_GH_TO_ITGA_B_RHOA_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HCMV_GH_TO_ITGA_B_RHOA_SIGNALING_PATHWAY ITGAV ITGB3 RAC1 RAC2 RAC3 RHOA SRC KEGG_MEDICUS_PATHOGEN_HCMV_UL33_TO_GNAI_AC_PKA_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HCMV_UL33_TO_GNAI_AC_PKA_SIGNALING_PATHWAY ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ATF2 ATF4 ATF6B CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 GNAI1 GNAI2 GNAI3 GNAO1 PRKACA PRKACB PRKACG KEGG_MEDICUS_PATHOGEN_HCMV_UL33_TO_GNAQ_PLCB_G_CALCINEURIN_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HCMV_UL33_TO_GNAQ_PLCB_G_CALCINEURIN_SIGNALING_PATHWAY GNA11 GNAQ PLCB1 PLCB2 PLCB3 PLCB4 KEGG_MEDICUS_PATHOGEN_HCMV_UL33_TO_GNAS_AC_PKA_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HCMV_UL33_TO_GNAS_AC_PKA_SIGNALING_PATHWAY ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ATF2 ATF4 ATF6B CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 GNAS PRKACA PRKACB PRKACG KEGG_MEDICUS_PATHOGEN_HCMV_UL33_TO_GNB_G_RHO_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HCMV_UL33_TO_GNB_G_RHO_SIGNALING_PATHWAY ATF2 ATF4 ATF6B CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 MAP2K6 MAPK11 MAPK12 MAPK13 MAPK14 RHOA KEGG_MEDICUS_PATHOGEN_HCMV_US27_TO_CXCR4_GNB_G_PLCB_PKC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HCMV_US27_TO_CXCR4_GNB_G_PLCB_PKC_SIGNALING_PATHWAY BCAR1 CRK PRKCA PRKCB PRKCG PTK2 PTK2B PXN KEGG_MEDICUS_PATHOGEN_HCMV_US28_TO_GNA12_13_RHO_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HCMV_US28_TO_GNA12_13_RHO_SIGNALING_PATHWAY ARHGEF1 ARHGEF12 CCL2 CCL3 CCL4 CCL5 CTNNB1 CX3CL1 GNA12 GNA13 RHOA ROCK1 ROCK2 KEGG_MEDICUS_PATHOGEN_HCMV_US28_TO_GNAI_AC_PKA_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HCMV_US28_TO_GNAI_AC_PKA_SIGNALING_PATHWAY ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 GNAI1 GNAI2 GNAI3 GNAO1 PRKACA PRKACB PRKACG KEGG_MEDICUS_PATHOGEN_HCMV_US28_TO_GNAQ_PLCB_G_CALCINEURIN_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HCMV_US28_TO_GNAQ_PLCB_G_CALCINEURIN_SIGNALING_PATHWAY CALM1 CALM2 CALM3 CXCL8 GNAQ NFATC1 NFATC2 NFATC3 NFATC4 PLCB1 PLCB2 PLCB3 PLCB4 PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PTGS2 KEGG_MEDICUS_PATHOGEN_HCMV_US28_TO_GNB_G_PI3K_NFKB_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HCMV_US28_TO_GNB_G_PI3K_NFKB_SIGNALING_PATHWAY AKT1 AKT2 AKT3 CHUK CXCL8 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 IKBKB IKBKG IL6 NFKB1 NFKBIA PIK3CA PIK3CB PIK3CD RELA KEGG_MEDICUS_PATHOGEN_HCV_CORE_TO_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HCV_CORE_TO_ERK_SIGNALING_PATHWAY ARAF BRAF MAP2K1 MAP2K2 MAPK1 MAPK3 RAF1 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ KEGG_MEDICUS_PATHOGEN_HCV_CORE_TO_RXRA_LXRA_MEDIATED_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HCV_CORE_TO_RXRA_LXRA_MEDIATED_TRANSCRIPTION CCND1 CDK4 MYC NR1H3 PSME3 RXRA KEGG_MEDICUS_PATHOGEN_HIV_GP120_TO_CXCR4_GNAI_PI3K_BAD_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HIV_GP120_TO_CXCR4_GNAI_PI3K_BAD_SIGNALING_PATHWAY AKT1 AKT2 AKT3 BAD CCR5 CXCR4 GNAI1 GNAI2 GNAI3 PIK3CA PIK3CB PIK3CD KEGG_MEDICUS_PATHOGEN_HIV_GP120_TO_CXCR4_GNAQ_PLCB_G_CALCINEURIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HIV_GP120_TO_CXCR4_GNAQ_PLCB_G_CALCINEURIN CALM1 CALM2 CALM3 CCR5 CXCR4 GNAQ NFATC1 NFATC2 NFATC3 NFATC4 PLCG1 PLCG2 PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 KEGG_MEDICUS_PATHOGEN_HIV_GP120_TO_CXCR4_GNB_G_RAC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HIV_GP120_TO_CXCR4_GNB_G_RAC_SIGNALING_PATHWAY CCR5 CFL1 CFL2 CXCR4 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 LIMK1 PAK1 RAC1 RAC2 RAC3 KEGG_MEDICUS_PATHOGEN_HIV_GP120_TO_TNF_NFKB_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HIV_GP120_TO_TNF_NFKB_SIGNALING_PATHWAY CHUK IKBKB IKBKG MAP3K7 NFKB1 NFKBIA RELA RIPK1 TAB1 TAB2 TAB3 TNFRSF1A TRADD TRAF2 TRAF5 KEGG_MEDICUS_PATHOGEN_HIV_NEF_TO_TNF_NFKB_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HIV_NEF_TO_TNF_NFKB_SIGNALING_PATHWAY CHUK IKBKB IKBKG MAP3K7 NFKB1 NFKBIA RELA RIPK1 TAB1 TAB2 TAB3 TRADD TRAF2 TRAF5 KEGG_MEDICUS_PATHOGEN_HIV_TAT_NEF_TO_CROSSTALK_BETWEEN_EXTRINSIC_AND_INTRINSIC_APOPTOTIC_PATHWAYS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HIV_TAT_NEF_TO_CROSSTALK_BETWEEN_EXTRINSIC_AND_INTRINSIC_APOPTOTIC_PATHWAYS APAF1 BAK1 BAX BID CASP3 CASP8 CASP9 CYCS KEGG_MEDICUS_PATHOGEN_HIV_TAT_TO_TLR2_4_NFKB_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HIV_TAT_TO_TLR2_4_NFKB_SIGNALING_PATHWAY IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 NFKB1 RELA TNF KEGG_MEDICUS_PATHOGEN_HIV_VPR_TAT_TO_TNF_JNK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HIV_VPR_TAT_TO_TNF_JNK_SIGNALING_PATHWAY FOS JUN MAPK10 MAPK8 MAPK9 KEGG_MEDICUS_PATHOGEN_HIV_VPR_TO_CDC25_CELL_CYCLE_G2M https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HIV_VPR_TO_CDC25_CELL_CYCLE_G2M ATR CCNB1 CCNB2 CCNB3 CDC25C CDK1 CHEK1 CUL4A CUL4B DCAF1 DDB1 KEGG_MEDICUS_PATHOGEN_HPV_E5_TO_ANTIGEN_PROCESSING_AND_PRESENTATION_BY_MHC_CLASS_I_MOLECULES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HPV_E5_TO_ANTIGEN_PROCESSING_AND_PRESENTATION_BY_MHC_CLASS_I_MOLECULES BCAP31 HLA-A HLA-B HLA-C HLA-E HLA-F HLA-G KEGG_MEDICUS_PATHOGEN_HPV_E5_TO_EGFR_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HPV_E5_TO_EGFR_RAS_ERK_SIGNALING_PATHWAY ARAF ATP6V0C BRAF EGFR GRB2 HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS RAF1 SOS1 SOS2 KEGG_MEDICUS_PATHOGEN_HPV_E6_TO_NOTCH_SIGNALING_PATHWAY_N00380 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HPV_E6_TO_NOTCH_SIGNALING_PATHWAY_N00380 HES1 HEY1 JAG1 MAML1 MAML2 MAML3 NOTCH1 NOTCH2 NOTCH3 NOTCH4 RBPJ RBPJL KEGG_MEDICUS_PATHOGEN_HPV_E6_TO_NOTCH_SIGNALING_PATHWAY_N00381 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HPV_E6_TO_NOTCH_SIGNALING_PATHWAY_N00381 HES1 HEY1 MAML1 MAML2 MAML3 MFNG NOTCH1 NOTCH2 NOTCH3 NOTCH4 RBPJ RBPJL KEGG_MEDICUS_PATHOGEN_HPV_E6_TO_NOTCH_SIGNALING_PATHWAY_N00382 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HPV_E6_TO_NOTCH_SIGNALING_PATHWAY_N00382 HES1 HEY1 MAML1 MAML2 MAML3 NFX1 NOTCH1 NOTCH2 NOTCH3 NOTCH4 PSEN1 RBPJ RBPJL KEGG_MEDICUS_PATHOGEN_HPV_E7_TO_CELL_CYCLE_G1_S https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HPV_E7_TO_CELL_CYCLE_G1_S E2F1 E2F2 E2F3 RB1 RBL1 RBL2 KEGG_MEDICUS_PATHOGEN_HPV_E7_TO_P27_CELL_CYCLE_G1_S https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HPV_E7_TO_P27_CELL_CYCLE_G1_S CCNE1 CCNE2 CDK2 E2F1 E2F2 E2F3 RB1 KEGG_MEDICUS_PATHOGEN_HPV_E7_TO_PP2A_AKT_SIGNALING_PATYWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HPV_E7_TO_PP2A_AKT_SIGNALING_PATYWAY PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R2A PPP2R2B PPP2R2C PPP2R2D PPP2R3A PPP2R3B PPP2R3C PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E KEGG_MEDICUS_PATHOGEN_HSV_GD_TO_HVEM_NFKB_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HSV_GD_TO_HVEM_NFKB_SIGNALING_PATHWAY BIRC2 BIRC3 CCL2 CHUK IKBKB IKBKG NFKB1 NFKBIA RELA TNFRSF14 TRAF2 TRAF5 KEGG_MEDICUS_PATHOGEN_HTLV_1_P12_TO_ANTIGEN_PROCESSING_AND_PRESENTATION_BY_MHC_CLASS_I_MOLECULES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HTLV_1_P12_TO_ANTIGEN_PROCESSING_AND_PRESENTATION_BY_MHC_CLASS_I_MOLECULES B2M HLA-A HLA-B HLA-C HLA-E HLA-F HLA-G KEGG_MEDICUS_PATHOGEN_HTLV_1_P12_TO_JAK_STAT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HTLV_1_P12_TO_JAK_STAT_SIGNALING_PATHWAY IL2 IL2RB IL2RG JAK1 JAK3 STAT5A STAT5B KEGG_MEDICUS_PATHOGEN_HTLV_1_TAX_TO_NFY_MEDIATED_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HTLV_1_TAX_TO_NFY_MEDIATED_TRANSCRIPTION HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 NFYB KEGG_MEDICUS_PATHOGEN_HTLV_1_TAX_TO_P21_CELL_CYCLE_G1_S_N00497 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HTLV_1_TAX_TO_P21_CELL_CYCLE_G1_S_N00497 CCNE1 CCNE2 CDK2 CDKN1A E2F1 E2F2 E2F3 RB1 TP53 KEGG_MEDICUS_PATHOGEN_HTLV_1_TAX_TO_P21_CELL_CYCLE_G1_S_N00498 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HTLV_1_TAX_TO_P21_CELL_CYCLE_G1_S_N00498 CCNE1 CCNE2 CDK2 CDKN1A E2F1 E2F2 E2F3 RB1 KEGG_MEDICUS_PATHOGEN_HTLV_1_TAX_TO_SPINDLE_ASSEMBLY_CHECKPOINT_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HTLV_1_TAX_TO_SPINDLE_ASSEMBLY_CHECKPOINT_SIGNALING ANAPC1 ANAPC10 ANAPC11 ANAPC13 ANAPC2 ANAPC4 ANAPC5 ANAPC7 CDC16 CDC20 CDC23 CDC26 CDC27 ESPL1 PTTG1 PTTG2 KEGG_MEDICUS_PATHOGEN_KSHV_K15_TO_TNF_NFKB_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_KSHV_K15_TO_TNF_NFKB_SIGNALING_PATHWAY CHUK IKBKB IKBKG MAP3K7 NFKB1 NFKBIA RELA TRAF2 KEGG_MEDICUS_PATHOGEN_KSHV_LANA_TO_WNT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_KSHV_LANA_TO_WNT_SIGNALING_PATHWAY CCND1 CTNNB1 GSK3B LEF1 TCF7 TCF7L1 TCF7L2 KEGG_MEDICUS_PATHOGEN_KSHV_MIR1_2_TO_ANTIGEN_PROCESSING_AND_PRESENTATION_BY_MHC_CLASS_I_MOLECULES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_KSHV_MIR1_2_TO_ANTIGEN_PROCESSING_AND_PRESENTATION_BY_MHC_CLASS_I_MOLECULES HLA-A HLA-B HLA-C HLA-E HLA-F HLA-G KEGG_MEDICUS_PATHOGEN_KSHV_MIR2_TO_CELL_SURFACE_MOLECULE_ENDOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_KSHV_MIR2_TO_CELL_SURFACE_MOLECULE_ENDOCYTOSIS CD86 CLEC2B ICAM1 IFNGR1 MICA MICB KEGG_MEDICUS_PATHOGEN_KSHV_VCYCLIN_TO_CELL_CYCLE_G1_S https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_KSHV_VCYCLIN_TO_CELL_CYCLE_G1_S CDK4 CDK6 E2F1 E2F2 E2F3 RB1 KEGG_MEDICUS_PATHOGEN_KSHV_VFLIP_TO_NFKB_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_KSHV_VFLIP_TO_NFKB_SIGNALING_PATHWAY CHUK IKBKB IKBKG NFKB1 NFKBIA RELA KEGG_MEDICUS_PATHOGEN_KSHV_VFLIP_TO_TNF_NFKB_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_KSHV_VFLIP_TO_TNF_NFKB_SIGNALING_PATHWAY CHUK IKBKB IKBKG NFKB1 NFKBIA RELA TRAF2 KEGG_MEDICUS_PATHOGEN_KSHV_VGPCR_TO_GNB_G_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_KSHV_VGPCR_TO_GNB_G_ERK_SIGNALING_PATHWAY ANGPT2 FOS GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 HIF1A HRAS JUN KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS PDGFB RAF1 VEGFA KEGG_MEDICUS_PATHOGEN_KSHV_VGPCR_TO_GNB_G_PI3K_AKT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_KSHV_VGPCR_TO_GNB_G_PI3K_AKT_SIGNALING_PATHWAY AKT1 AKT2 AKT3 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 MTOR PIK3CG PIK3R5 PIK3R6 KEGG_MEDICUS_PATHOGEN_KSHV_VGPCR_TO_GNB_G_PI3K_JNK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_KSHV_VGPCR_TO_GNB_G_PI3K_JNK_SIGNALING_PATHWAY CXCL8 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 IL6 MAPK10 MAPK8 MAPK9 NFKB1 PIK3CG PIK3R5 PIK3R6 PREX1 RAC1 RELA KEGG_MEDICUS_PATHOGEN_SALMONELLA_AVRA_TO_BETA_CATENIN_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_SALMONELLA_AVRA_TO_BETA_CATENIN_SIGNALING_PATHWAY CTNNB1 LEF1 MYC TCF7 TCF7L1 TCF7L2 KEGG_MEDICUS_PATHOGEN_SALMONELLA_SIFA_TO_MICROTUBULE_PLUS_END_DIRECTED_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_SALMONELLA_SIFA_TO_MICROTUBULE_PLUS_END_DIRECTED_TRANSPORT KIF5A KIF5B KIF5C KLC1 KLC2 KLC3 KLC4 PLEKHM2 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA8 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 KEGG_MEDICUS_PATHOGEN_SALMONELLA_SIFA_TO_TETHERING_OF_LATE_ENDOSOMES_AND_LYSOSOMES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_SALMONELLA_SIFA_TO_TETHERING_OF_LATE_ENDOSOMES_AND_LYSOSOMES PLEKHM1 RAB7A RAB7B VPS11 VPS16 VPS18 VPS33A VPS39 VPS41 KEGG_MEDICUS_PATHOGEN_SALMONELLA_SOPB_TO_ANXA2_S100A10_REGULATED_ACTIN_CYTOSKELETON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_SALMONELLA_SOPB_TO_ANXA2_S100A10_REGULATED_ACTIN_CYTOSKELETON ACTB ACTG1 AHNAK ANXA2 S100A10 KEGG_MEDICUS_PATHOGEN_SALMONELLA_SOPB_TO_ARNO_ARF_ACTB_G_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_SALMONELLA_SOPB_TO_ARNO_ARF_ACTB_G_SIGNALING_PATHWAY ABI1 ACTB ACTG1 ACTR2 ACTR3 ARF1 ARF6 ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 ARPC5L BRK1 CYFIP1 CYFIP2 CYTH1 CYTH2 CYTH3 CYTH4 NCKAP1 PIK3C2B PIK3CA PIK3CB PIK3CD PIK3CG WASF1 WASF2 WASF3 KEGG_MEDICUS_PATHOGEN_SALMONELLA_SOPB_TO_RHOA_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_SALMONELLA_SOPB_TO_RHOA_SIGNALING_PATHWAY MYL10 MYL11 MYL12A MYL12B MYL2 MYL5 MYL7 MYL9 RHOA ROCK2 KEGG_MEDICUS_PATHOGEN_SALMONELLA_SOPE_E2_TO_NOD_NFKB_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_SALMONELLA_SOPE_E2_TO_NOD_NFKB_SIGNALING_PATHWAY CDC42 CHUK IKBKB IKBKG NFKB1 NFKBIA NOD1 RELA RIPK2 KEGG_MEDICUS_PATHOGEN_SALMONELLA_SOPE_TO_RAC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_SALMONELLA_SOPE_TO_RAC_SIGNALING_PATHWAY ABI1 ACTB ACTG1 ACTR2 ACTR3 ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 ARPC5L BRK1 CYFIP1 CYFIP2 NCKAP1 RAC1 WASF1 WASF2 WASF3 KEGG_MEDICUS_PATHOGEN_SARS_COV_2_NSP1_TO_TRANSLATION_INITIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_SARS_COV_2_NSP1_TO_TRANSLATION_INITIATION FAU RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS7 RPS8 RPS9 RPSA KEGG_MEDICUS_PATHOGEN_SARS_COV_2_S_N_TO_LECTIN_PATHWAY_OF_COAGULATION_CASCADE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_SARS_COV_2_S_N_TO_LECTIN_PATHWAY_OF_COAGULATION_CASCADE COLEC10 COLEC11 FCN1 FCN2 FCN3 MBL2 KEGG_MEDICUS_PATHOGEN_SARS_COV_2_S_TO_ANGII_AT1R_NOX2_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_SARS_COV_2_S_TO_ANGII_AT1R_NOX2_SIGNALING_PATHWAY ACE2 AGTR1 CCL2 CXCL8 CYBB IL12A IL12B IL1B IL6 MMP1 MMP3 NFKB1 RELA TNF KEGG_MEDICUS_PATHOGEN_SARS_COV_2_S_TO_CLASSICAL_PATHWAY_OF_COMPLEMENT_CASCADE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_SARS_COV_2_S_TO_CLASSICAL_PATHWAY_OF_COMPLEMENT_CASCADE C1QA C1QB C1QC C1R C1S ENSG00000275063 KEGG_MEDICUS_PATHOGEN_SHIGELLA_FIMA_TO_CROSSTALK_BETWEEN_EXTRINSIC_AND_INTRINSIC_APOPTOTIC_PATHWAYS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_SHIGELLA_FIMA_TO_CROSSTALK_BETWEEN_EXTRINSIC_AND_INTRINSIC_APOPTOTIC_PATHWAYS BAX HK1 HK2 HK3 HKDC1 VDAC1 KEGG_MEDICUS_PATHOGEN_SHIGELLA_IPAA_TO_ITGA_B_RHOGEF_RHOA_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_SHIGELLA_IPAA_TO_ITGA_B_RHOGEF_RHOA_SIGNALING_PATHWAY MYL10 MYL11 MYL12A MYL12B MYL2 MYL5 MYL7 MYL9 RHOA ROCK1 ROCK2 KEGG_MEDICUS_PATHOGEN_SHIGELLA_IPAB_C_D_TO_ITGA_B_TALIN_VINCULIN_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_SHIGELLA_IPAB_C_D_TO_ITGA_B_TALIN_VINCULIN_SIGNALING_PATHWAY ACTB ACTG1 ITGA5 ITGB1 PTK2 PXN TLN1 TLN2 VCL KEGG_MEDICUS_PATHOGEN_SHIGELLA_IPAC_TO_ACTIN_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_SHIGELLA_IPAC_TO_ACTIN_SIGNALING_PATHWAY ACTB ACTG1 ACTR2 ACTR3 ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 ARPC5L CTTN SRC KEGG_MEDICUS_PATHOGEN_SHIGELLA_IPGD_TO_ARNO_ARF_ACTB_G_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_SHIGELLA_IPGD_TO_ARNO_ARF_ACTB_G_SIGNALING_PATHWAY ABI1 ACTB ACTG1 ACTR2 ACTR3 ARF1 ARF6 ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 ARPC5L BRK1 CYFIP1 CYFIP2 CYTH1 CYTH2 CYTH3 CYTH4 NCKAP1 NCKAP1L PIK3CA PIK3CB PIK3CD WASF1 WASF2 WASF3 KEGG_MEDICUS_PATHOGEN_SHIGELLA_OSPF_TO_TLR2_4_MAPK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_SHIGELLA_OSPF_TO_TLR2_4_MAPK_SIGNALING_PATHWAY MAPK1 MAPK11 MAPK12 MAPK13 MAPK14 MAPK3 KEGG_MEDICUS_PATHOGEN_SHIGELLA_OSPG_TO_TNF_NFKB_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_SHIGELLA_OSPG_TO_TNF_NFKB_SIGNALING_PATHWAY BTRC CUL1 FBXW11 NFKBIA RBX1 SKP1 UBE2D2 KEGG_MEDICUS_PATHOGEN_YERSINIA_YOPP_J_TO_TLR2_4_MAPK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_YERSINIA_YOPP_J_TO_TLR2_4_MAPK_SIGNALING_PATHWAY MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K6 MAP2K7 KEGG_MEDICUS_REFERENCE_26S_PROTEASOME_MEDIATED_PROTEIN_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_26S_PROTEASOME_MEDIATED_PROTEIN_DEGRADATION ADRM1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD6 PSMD7 PSMD8 PSMD9 RPS27A SEM1 UBA52 UBB UBC KEGG_MEDICUS_REFERENCE_ACH_CHRN_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ACH_CHRN_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 CHRNA7 PIK3CA PIK3CB PIK3CD KEGG_MEDICUS_REFERENCE_ACH_CHRN_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ACH_CHRN_RAS_ERK_SIGNALING_PATHWAY ARAF ATF2 ATF4 ATF6B BRAF CHRNA7 CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS RAF1 KEGG_MEDICUS_REFERENCE_ACTH_CORTISOL_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ACTH_CORTISOL_SIGNALING_PATHWAY ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ATF2 ATF4 ATF6B CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 CYP11B1 GNAS MC2R MRAP NR4A1 NR5A1 PBX1 POMC PRKACA PRKACB PRKACG SP1 STAR KEGG_MEDICUS_REFERENCE_ACTIVATION_OF_PRC2.2_BY_UBIQUITINATION_OF_H2AK119 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ACTIVATION_OF_PRC2.2_BY_UBIQUITINATION_OF_H2AK119 AEBP2 BCOR BCORL1 EED EZH1 EZH2 H2AC1 H2AC4 JARID2 KDM2B PCGF1 RBBP4 RBBP7 RING1 RNF2 RYBP SKP1 SUZ12 TRIM27 UBB USP7 YAF2 KEGG_MEDICUS_REFERENCE_ACTIVATION_OF_PRC2.2_BY_UBIQUITINATION_OF_H2AK119_IN_GERMLINE_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ACTIVATION_OF_PRC2.2_BY_UBIQUITINATION_OF_H2AK119_IN_GERMLINE_GENES AEBP2 CBX3 E2F6 EED EHMT1 EHMT2 EZH1 EZH2 H2AC1 H2AC4 HDAC1 HDAC2 JARID2 L3MBTL2 MAX MGA PCGF6 RBBP4 RBBP7 RING1 RNF2 RYBP SUZ12 TFDP1 UBB WDR5 YAF2 KEGG_MEDICUS_REFERENCE_ACTIVIN_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ACTIVIN_SIGNALING_PATHWAY ACVR1B ACVR1C ACVR2A ACVR2B INHBA SMAD2 SMAD3 SMAD4 KEGG_MEDICUS_REFERENCE_ADRB3_UCP1_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ADRB3_UCP1_SIGNALING_PATHWAY ACTB ACTG1 ACTL6A ACTL6B ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ADRB3 ARID1A ARID1B DPF1 DPF3 GNAS KDM3A KDM3B PPARG PRKACA PRKACB PRKACG SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 UCP1 KEGG_MEDICUS_REFERENCE_AGE_RAGE_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_AGE_RAGE_SIGNALING_PATHWAY AGER ARAF BRAF HRAS IL6 KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NFKB1 NOS2 NRAS RAF1 RELA TNF KEGG_MEDICUS_REFERENCE_AHR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_AHR_SIGNALING_PATHWAY AHR ARNT CYP1A1 CYP1B1 IL22 IL6 PTGS2 VEGFA KEGG_MEDICUS_REFERENCE_ALTERNATIVE_PATHWAY_OF_COMPLEMENT_CASCADE_C3B_BREAKDOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ALTERNATIVE_PATHWAY_OF_COMPLEMENT_CASCADE_C3B_BREAKDOWN CD46 CD55 CFH CFI CR1 KEGG_MEDICUS_REFERENCE_AMH_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_AMH_SIGNALING_PATHWAY ACVR1 AMH AMHR2 BMPR1A BMPR1B SMAD1 SMAD4 SMAD5 SMAD9 KEGG_MEDICUS_REFERENCE_ANGII_AT1R_NOX2_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ANGII_AT1R_NOX2_SIGNALING_PATHWAY AGTR1 CYBB IL6 MMP2 MMP9 NFKB1 RELA VCAM1 KEGG_MEDICUS_REFERENCE_ANGIOTENSIN_ALDOSTERONE_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ANGIOTENSIN_ALDOSTERONE_SIGNALING_PATHWAY AGTR1 ATF2 ATF4 ATF6B CALM1 CALM2 CALM3 CAMK1 CAMK1D CAMK1G CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 CYP11B2 GNAQ PLCB1 PLCB2 PLCB3 PLCB4 KEGG_MEDICUS_REFERENCE_ANTEROGRADE_AXONAL_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ANTEROGRADE_AXONAL_TRANSPORT KIF5A KIF5B KIF5C KLC1 KLC2 KLC3 KLC4 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA8 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 KEGG_MEDICUS_REFERENCE_ANTIGEN_PROCESSING_AND_PRESENTATION_BY_MHC_CLASS_II_MOLECULES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ANTIGEN_PROCESSING_AND_PRESENTATION_BY_MHC_CLASS_II_MOLECULES CD74 HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 KEGG_MEDICUS_REFERENCE_ANTIGEN_PROCESSING_AND_PRESENTATION_BY_MHC_CLASS_I_MOLECULES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ANTIGEN_PROCESSING_AND_PRESENTATION_BY_MHC_CLASS_I_MOLECULES B2M CALR HLA-A HLA-B HLA-C HLA-E HLA-F HLA-G PDIA3 TAP1 TAP2 TAPBP KEGG_MEDICUS_REFERENCE_AREG_EGFR_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_AREG_EGFR_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 AREG EGFR MTOR PIK3CA PIK3CB PIK3CD RPS6KB1 RPS6KB2 KEGG_MEDICUS_REFERENCE_AREG_EGFR_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_AREG_EGFR_RAS_ERK_SIGNALING_PATHWAY ARAF AREG BRAF EGFR GRB2 HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS RAF1 SOS1 SOS2 KEGG_MEDICUS_REFERENCE_ARL8_REGULATED_MICROTUBULE_PLUS_END_DIRECTED_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ARL8_REGULATED_MICROTUBULE_PLUS_END_DIRECTED_TRANSPORT ARL8A ARL8B BLOC1S1 BLOC1S2 BORCS5 BORCS6 BORCS7 BORCS8 KIF5A KIF5B KIF5C KLC1 KLC2 KLC3 KLC4 KXD1 PLEKHM2 SNAPIN TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA8 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 KEGG_MEDICUS_REFERENCE_ARNO_ARF_ACTB_G_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ARNO_ARF_ACTB_G_SIGNALING_PATHWAY ABI1 ACTB ACTG1 ACTR2 ACTR3 ARF1 ARF6 ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 ARPC5L BRK1 CYFIP1 CYFIP2 CYTH1 CYTH2 CYTH3 CYTH4 NCKAP1 WASF1 WASF2 WASF3 KEGG_MEDICUS_REFERENCE_ASSEMBLY_AND_TRAFFICKING_OF_TELOMERASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ASSEMBLY_AND_TRAFFICKING_OF_TELOMERASE CCT2 CCT3 CCT4 CCT5 CCT6A CCT6B CCT7 CCT8 DKC1 GAR1 NAF1 NHP2 NOP10 RUVBL1 RUVBL2 TCP1 TERC TERT WRAP53 KEGG_MEDICUS_REFERENCE_ATR_P21_CELL_CYCLE_G2_M https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ATR_P21_CELL_CYCLE_G2_M ATM ATR CCNB1 CCNB2 CCNB3 CDK1 CDKN1A CHEK1 TP53 KEGG_MEDICUS_REFERENCE_ATR_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ATR_SIGNALING ATR ATRIP CHEK1 HUS1 RAD1 RAD17 RAD9A RPA1 RPA2 RPA3 RPA4 TOPBP1 KEGG_MEDICUS_REFERENCE_AUTOPHAGOSOME_AND_LYSOSOME_FUSION_TETHERING_FACTOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_AUTOPHAGOSOME_AND_LYSOSOME_FUSION_TETHERING_FACTOR BIRC6 EPG5 MAP1LC3A MAP1LC3B MAP1LC3B2 MAP1LC3C PLEKHM1 RAB7A RAB7B TECPR2 VPS11 VPS16 VPS18 VPS33A VPS39 VPS41 KEGG_MEDICUS_REFERENCE_AUTOPHAGOSOME_AND_LYSOSOME_FUSION_TETHERING_FACTOR_GRASP55 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_AUTOPHAGOSOME_AND_LYSOSOME_FUSION_TETHERING_FACTOR_GRASP55 GORASP2 LAMP2 MAP1LC3A MAP1LC3B MAP1LC3B2 MAP1LC3C KEGG_MEDICUS_REFERENCE_AUTOPHAGY_VESICLE_NUCLEATION_ELONGATION_MATURATION_E3_UBIQUITIN_LIGASE_MALIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_AUTOPHAGY_VESICLE_NUCLEATION_ELONGATION_MATURATION_E3_UBIQUITIN_LIGASE_MALIN ATG14 BECN1 EPM2A NHLRC1 PIK3C3 PIK3R4 UVRAG KEGG_MEDICUS_REFERENCE_AUTOPHAGY_VESICLE_NUCLEATION_ELONGATION_MATURATION_LC3_II_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_AUTOPHAGY_VESICLE_NUCLEATION_ELONGATION_MATURATION_LC3_II_FORMATION ATG12 ATG16L1 ATG3 ATG4A ATG4B ATG4C ATG4D ATG5 ATG7 MAP1LC3A MAP1LC3B MAP1LC3B2 MAP1LC3C KEGG_MEDICUS_REFERENCE_AUTOPHAGY_VESICLE_NUCLEATION_ELONGATION_MATURATION_MTORC1_PI3KC3_C1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_AUTOPHAGY_VESICLE_NUCLEATION_ELONGATION_MATURATION_MTORC1_PI3KC3_C1 AKT1S1 ATG101 ATG13 ATG14 BECN1 DEPTOR MLST8 MTOR NRBF2 PIK3C3 PIK3R4 RB1CC1 RPTOR TELO2 TTI1 ULK1 KEGG_MEDICUS_REFERENCE_AUTOPHAGY_VESICLE_NUCLEATION_ELONGATION_MATURATION_PACER_RUBCN_PI3KC3_C2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_AUTOPHAGY_VESICLE_NUCLEATION_ELONGATION_MATURATION_PACER_RUBCN_PI3KC3_C2 BECN1 NRBF2 PIK3C3 PIK3R4 RUBCN RUBCNL UVRAG KEGG_MEDICUS_REFERENCE_AUTOPHAGY_VESICLE_NUCLEATION_ELONGATION_MATURATION_PI3P_SYNTHESIS_BY_PI3KC3_C1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_AUTOPHAGY_VESICLE_NUCLEATION_ELONGATION_MATURATION_PI3P_SYNTHESIS_BY_PI3KC3_C1 ATG14 BECN1 NRBF2 PIK3C3 PIK3R4 WDR45 WDR45B WIPI1 WIPI2 ZFYVE1 KEGG_MEDICUS_REFERENCE_AUTOPHAGY_VESICLE_NUCLEATION_ELONGATION_MATURATION_SEQUESTOSOME_1_LIKE_RECEPTOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_AUTOPHAGY_VESICLE_NUCLEATION_ELONGATION_MATURATION_SEQUESTOSOME_1_LIKE_RECEPTOR CALCOCO2 MAP1LC3A MAP1LC3B MAP1LC3B2 MAP1LC3C NBR1 OPTN RPS27A SQSTM1 TAX1BP1 UBA52 UBB UBC WDFY3 KEGG_MEDICUS_REFERENCE_AVP_V2R_PKA_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_AVP_V2R_PKA_SIGNALING_PATHWAY ADCY3 ADCY6 ADCY9 AQP2 AVP AVPR2 GNAS PRKACA PRKACB PRKACG KEGG_MEDICUS_REFERENCE_BASE_EXCISION_AND_STRAND_CLEAVAGE_BY_BIFUNCTIONAL_GLYCOSYLASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_BASE_EXCISION_AND_STRAND_CLEAVAGE_BY_BIFUNCTIONAL_GLYCOSYLASE ADPRS APEX1 NTHL1 OGG1 PARG PARP1 PARP2 POLB XRCC1 KEGG_MEDICUS_REFERENCE_BASE_EXCISION_AND_STRAND_CLEAVAGE_BY_MONOFUNCTIONAL_GLYCOSYLASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_BASE_EXCISION_AND_STRAND_CLEAVAGE_BY_MONOFUNCTIONAL_GLYCOSYLASE APEX1 MBD4 MPG MUTYH POLB SMUG1 TDG UNG KEGG_MEDICUS_REFERENCE_BASE_EXCISION_AND_STRAND_CLEAVAGE_BY_NEIL_GLYCOSYLASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_BASE_EXCISION_AND_STRAND_CLEAVAGE_BY_NEIL_GLYCOSYLASE NEIL1 NEIL2 NEIL3 PARP1 PARP2 PNKP POLB TDP1 XRCC1 KEGG_MEDICUS_REFERENCE_BCR_BCAP_CD19_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_BCR_BCAP_CD19_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 CD19 CD81 CR2 ENSG00000275063 IFITM1 LYN PIK3AP1 PIK3CD PIK3R1 PIK3R2 PIK3R3 SYK KEGG_MEDICUS_REFERENCE_BCR_PLCG_CALCINEURIN_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_BCR_PLCG_CALCINEURIN_SIGNALING_PATHWAY BLNK BTK CALM1 CALM2 CALM3 ENSG00000275063 LYN NFATC1 NFATC2 NFATC3 NFATC4 PLCG2 PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 SYK KEGG_MEDICUS_REFERENCE_BCR_PLCG_ITPR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_BCR_PLCG_ITPR_SIGNALING_PATHWAY BLNK BTK ENSG00000275063 ITPR1 ITPR2 ITPR3 LYN PLCG2 SYK KEGG_MEDICUS_REFERENCE_BETA_OXIDATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_BETA_OXIDATION ACAA2 ACADL ACADM ACADS ACADSB ACADVL ACAT1 ECHS1 HADH HADHA HADHB KEGG_MEDICUS_REFERENCE_BETA_OXIDATION_ACYL_COA_SYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_BETA_OXIDATION_ACYL_COA_SYNTHESIS ACSBG1 ACSBG2 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 CPT1A CPT1B CPT1C CPT2 KEGG_MEDICUS_REFERENCE_BILE_ACID_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_BILE_ACID_BIOSYNTHESIS ACOT8 ACOX2 AKR1C4 AKR1D1 AMACR CYP27A1 CYP39A1 CYP7A1 CYP7B1 CYP8B1 HSD17B4 HSD3B7 SCP2 SLC27A5 KEGG_MEDICUS_REFERENCE_BLOCKING_UBIQUITINATION_OF_H2AK119_BY_CK2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_BLOCKING_UBIQUITINATION_OF_H2AK119_BY_CK2 AUTS2 CSNK2A1 CSNK2A2 CSNK2B DCAF7 FBRS PCGF3 PCGF5 RING1 RNF2 RYBP YAF2 KEGG_MEDICUS_REFERENCE_BLOOD_GROUP_H_O_ANTIGEN_TYPE_1_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_BLOOD_GROUP_H_O_ANTIGEN_TYPE_1_BIOSYNTHESIS ABO B3GALT1 B3GALT2 B3GALT5 B3GNT5 FUT2 KEGG_MEDICUS_REFERENCE_BLOOD_GROUP_H_O_ANTIGEN_TYPE_2_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_BLOOD_GROUP_H_O_ANTIGEN_TYPE_2_BIOSYNTHESIS ABO B3GNT5 B4GALT1 B4GALT2 B4GALT3 B4GALT4 FUT1 KEGG_MEDICUS_REFERENCE_BMP15_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_BMP15_SIGNALING_PATHWAY BMP15 BMPR1B BMPR2 SMAD1 SMAD4 SMAD5 SMAD9 KEGG_MEDICUS_REFERENCE_BMP9_10_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_BMP9_10_SIGNALING_PATHWAY ACVR2A ACVRL1 BMP10 BMPR2 GDF2 SMAD1 SMAD4 SMAD5 SMAD9 KEGG_MEDICUS_REFERENCE_BMP_HAMP_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_BMP_HAMP_SIGNALING_PATHWAY ACVR1 ACVR2B BMP2 BMP6 BMPR1A BMPR2 HAMP SMAD1 SMAD4 SMAD5 SMAD9 KEGG_MEDICUS_REFERENCE_BMP_HAMP_SIGNALING_PATHWAY_AUXILIARY_FACTOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_BMP_HAMP_SIGNALING_PATHWAY_AUXILIARY_FACTOR ACVR1 ACVR2B BMPR1A BMPR2 HFE HJV TFR2 KEGG_MEDICUS_REFERENCE_BMP_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_BMP_SIGNALING_PATHWAY ACVR1 ACVR2A ACVR2B BMP2 BMP4 BMP5 BMP6 BMP7 BMP8A BMP8B BMPR1A BMPR1B BMPR2 GDF5 GDF6 GDF7 SMAD1 SMAD4 SMAD5 SMAD9 KEGG_MEDICUS_REFERENCE_BMP_SIGNALING_PATHWAY_BMP_ANTAGONIST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_BMP_SIGNALING_PATHWAY_BMP_ANTAGONIST BMP2 BMP4 BMP5 BMP6 BMP7 BMP8A BMP8B CHRD GDF5 GDF6 GDF7 GREM1 GREM2 NBL1 NOG KEGG_MEDICUS_REFERENCE_BRANCHING_MICROTUBULE_NUCLEATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_BRANCHING_MICROTUBULE_NUCLEATION HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 MZT2A MZT2B NEDD1 TPX2 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA8 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBGCP2 TUBGCP3 TUBGCP4 TUBGCP5 TUBGCP6 KEGG_MEDICUS_REFERENCE_BREAK_INDUCED_REPLICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_BREAK_INDUCED_REPLICATION MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 PIF1 POLD3 KEGG_MEDICUS_REFERENCE_C9ORF72_MEDIATED_AUTOPHAGY_INITIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_C9ORF72_MEDIATED_AUTOPHAGY_INITIATION ATG101 ATG13 C9orf72 RAB1A RB1CC1 SMCR8 ULK1 WDR41 KEGG_MEDICUS_REFERENCE_CA2_CAM_CAMK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CA2_CAM_CAMK_SIGNALING_PATHWAY CALM1 CALM2 CALM3 CAMK1 CAMK1D CAMK1G CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 CAMKK1 CAMKK2 MYLK MYLK2 MYLK3 MYLK4 PHKG1 PHKG2 KEGG_MEDICUS_REFERENCE_CA2_CAM_CN_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CA2_CAM_CN_SIGNALING_PATHWAY CALM1 CALM2 CALM3 NFATC1 NFATC2 NFATC3 NFATC4 PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 KEGG_MEDICUS_REFERENCE_CA2_CAM_VGCC_RYR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CA2_CAM_VGCC_RYR_SIGNALING_PATHWAY CACNA1A CACNA1B CACNA1C CACNA1E CACNA1S CALM1 CALM2 CALM3 RYR1 RYR2 RYR3 KEGG_MEDICUS_REFERENCE_CA2_ENTRY_LIGAND_GATED_CA2_CHANNEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CA2_ENTRY_LIGAND_GATED_CA2_CHANNEL CHRNA7 GRIN1 GRIN2A GRIN2C GRIN2D P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX6 P2RX7 KEGG_MEDICUS_REFERENCE_CA2_ENTRY_VOLTAGE_GATED_CA2_CHANNEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CA2_ENTRY_VOLTAGE_GATED_CA2_CHANNEL CACNA1A CACNA1B CACNA1C CACNA1D CACNA1E CACNA1F CACNA1G CACNA1H CACNA1I CACNA1S CACNA2D1 CACNA2D2 CACNA2D3 CACNA2D4 CACNB1 CACNB2 CACNB3 CACNB4 CACNG1 CACNG2 CACNG3 CACNG4 CACNG5 CACNG6 CACNG7 KEGG_MEDICUS_REFERENCE_CA2_PLCD_ITPR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CA2_PLCD_ITPR_SIGNALING_PATHWAY ITPR1 ITPR2 ITPR3 PLCD1 PLCD3 PLCD4 KEGG_MEDICUS_REFERENCE_CA2_PYK2_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CA2_PYK2_RAS_ERK_SIGNALING_PATHWAY ARAF BRAF GRB2 HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS PTK2B RAF1 SOS1 SOS2 SRC KEGG_MEDICUS_REFERENCE_CARDIAC_TYPE_VGCC_RYR_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CARDIAC_TYPE_VGCC_RYR_SIGNALING ASPH CACNA1C CACNA2D1 CACNA2D2 CACNA2D3 CACNA2D4 CACNB1 CACNB2 CACNB3 CACNB4 CACNG1 CACNG2 CACNG3 CACNG4 CACNG5 CACNG6 CACNG7 CASQ1 CASQ2 RYR2 TRDN KEGG_MEDICUS_REFERENCE_CASR_PTH_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CASR_PTH_SIGNALING_PATHWAY CASR GNAQ PLCB1 PLCB2 PLCB3 PLCB4 PTH KEGG_MEDICUS_REFERENCE_CCR2_GNB_G_PI3K_NFKB_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CCR2_GNB_G_PI3K_NFKB_SIGNALING_PATHWAY AKT1 AKT2 AKT3 CCL2 CCR2 CHUK GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 IKBKB IKBKG NFKB1 NFKBIA PIK3CA PIK3CB PIK3CD RELA KEGG_MEDICUS_REFERENCE_CCR5_GNB_G_PLCB_G_PKC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CCR5_GNB_G_PLCB_G_PKC_SIGNALING_PATHWAY CCL5 CCR5 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 PLCB1 PLCB2 PLCB3 PLCB4 PRKCA PRKCB PRKCG KEGG_MEDICUS_REFERENCE_CCR_CXCR_GNB_G_PI3K_RAC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CCR_CXCR_GNB_G_PI3K_RAC_SIGNALING_PATHWAY CCL1 CCL2 CCL3 CCL4 CCR3 CCR4 CCR8 CXCL8 CXCR2 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 PIK3CG PIK3R5 PIK3R6 PREX1 RAC1 KEGG_MEDICUS_REFERENCE_CD40_NFKB_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CD40_NFKB_SIGNALING_PATHWAY CD40 CD40LG CHUK MAP3K14 NFKB2 RELB TRAF2 TRAF3 KEGG_MEDICUS_REFERENCE_CD80_CD86_CD28_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CD80_CD86_CD28_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 CD28 CD80 CD86 GSK3B PIK3CA PIK3CB PIK3CD KEGG_MEDICUS_REFERENCE_CD80_CD86_CTLA4_PP2A_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CD80_CD86_CTLA4_PP2A_SIGNALING_PATHWAY AKT1 AKT2 AKT3 CD80 CD86 CTLA4 PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R2A PPP2R2B PPP2R2C PPP2R2D PPP2R3A PPP2R3B PPP2R3C PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E KEGG_MEDICUS_REFERENCE_CDC25_CELL_CYCLE_G2_M https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CDC25_CELL_CYCLE_G2_M ATM ATR CCNB1 CCNB2 CCNB3 CDC25B CDC25C CDK1 CHEK1 CHEK2 KEGG_MEDICUS_REFERENCE_CENPE_INTERACTION_WITH_NDC80_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CENPE_INTERACTION_WITH_NDC80_COMPLEX AURKA AURKB CENPE KNSTRN NDC80 NUF2 PPP1CA PPP1CB PPP1CC SPAG5 SPC24 SPC25 KEGG_MEDICUS_REFERENCE_CGAS_STING_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CGAS_STING_SIGNALING_PATHWAY CGAS IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IRF3 STING1 TBK1 KEGG_MEDICUS_REFERENCE_CHOLESTEROL_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CHOLESTEROL_BIOSYNTHESIS CYP51A1 DHCR24 DHCR7 EBP FDFT1 HSD17B7 LBR LSS MSMO1 NSDHL SC5D SQLE TM7SF2 KEGG_MEDICUS_REFERENCE_CHONDROITIN_SULFATE_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CHONDROITIN_SULFATE_BIOSYNTHESIS CHPF CHPF2 CHST3 CHST7 CHSY1 CHSY3 CSGALNACT1 CSGALNACT2 KEGG_MEDICUS_REFERENCE_CHRNA7_E2F_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CHRNA7_E2F_SIGNALING_PATHWAY ARRB1 CHRNA7 E2F1 RAF1 RB1 SRC KEGG_MEDICUS_REFERENCE_CITRATE_CYCLE_FIRST_CARBON_OXIDATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CITRATE_CYCLE_FIRST_CARBON_OXIDATION ACLY ACO1 ACO2 CS IDH1 IDH2 IDH3A IDH3B IDH3G KEGG_MEDICUS_REFERENCE_CITRATE_CYCLE_SECOND_CARBON_OXIDATION_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CITRATE_CYCLE_SECOND_CARBON_OXIDATION_2 FH MDH1 MDH2 SDHA SDHB SDHC SDHD SUCLA2 SUCLG1 SUCLG2 KEGG_MEDICUS_REFERENCE_CLASSICAL_PATHWAY_OF_COMPLEMENT_CASCADE_C4_C2_TO_C3_CONVERTASE_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CLASSICAL_PATHWAY_OF_COMPLEMENT_CASCADE_C4_C2_TO_C3_CONVERTASE_FORMATION C1QA C1QB C1QC C1R C1S C2 C4A C4B KEGG_MEDICUS_REFERENCE_COHESIN_DISSOCIATION_IN_ANAPHASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_COHESIN_DISSOCIATION_IN_ANAPHASE ANAPC1 ANAPC10 ANAPC11 ANAPC13 ANAPC2 ANAPC4 ANAPC5 ANAPC7 CDC16 CDC20 CDC23 CDC26 CDC27 ESPL1 PTTG1 RAD21 KEGG_MEDICUS_REFERENCE_COHESIN_DISSOCIATION_IN_PROPHASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_COHESIN_DISSOCIATION_IN_PROPHASE AURKB CDCA5 CDK1 PLK1 PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E SGO1 STAG1 STAG2 KEGG_MEDICUS_REFERENCE_COHESIN_LOADING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_COHESIN_LOADING ATRX DDX11 MAU2 NIPBL RAD21 SMC1A SMC3 STAG1 STAG2 KEGG_MEDICUS_REFERENCE_COMMON_PATHWAY_OF_COMPLEMENT_CASCADE_MAC_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_COMMON_PATHWAY_OF_COMPLEMENT_CASCADE_MAC_FORMATION C5 C6 C7 C8A C8B C8G C9 KEGG_MEDICUS_REFERENCE_CONDENSIN_LOADING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CONDENSIN_LOADING DNMT3B KIF4A NCAPD2 NCAPD3 NCAPG NCAPG2 NCAPH NCAPH2 PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E SMC2 SMC4 TOP2A KEGG_MEDICUS_REFERENCE_COPII_VESICLE_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_COPII_VESICLE_FORMATION PREB SAR1A SAR1B SEC13 SEC23A SEC23B SEC24A SEC24B SEC24C SEC24D SEC31A SEC31B KEGG_MEDICUS_REFERENCE_COPI_VESICLE_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_COPI_VESICLE_FORMATION ARCN1 ARF1 COPA COPB1 COPB2 COPE COPG1 COPG2 COPZ1 COPZ2 GBF1 KDELR1 KDELR2 KDELR3 TMED1 TMED10 TMED2 TMED3 TMED4 TMED5 TMED6 TMED7 TMED9 KEGG_MEDICUS_REFERENCE_CORE_NER_REACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CORE_NER_REACTION ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 LIG1 LIG3 PCNA POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POLH POLK RPA1 RPA2 RPA3 RPA4 XPA XRCC1 KEGG_MEDICUS_REFERENCE_CREATINE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CREATINE_PATHWAY CKB CKM CKMT1A CKMT1B CKMT2 GAMT GATM KEGG_MEDICUS_REFERENCE_CRHR_PKA_ACTH_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CRHR_PKA_ACTH_SIGNALING_PATHWAY ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ATF2 ATF4 ATF6B CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 CRH CRHR1 CRHR2 GNAS POMC PRKACA PRKACB PRKACG KEGG_MEDICUS_REFERENCE_CROSSTALK_BETWEEN_EXTRINSIC_AND_INTRINSIC_APOPTOTIC_PATHWAYS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CROSSTALK_BETWEEN_EXTRINSIC_AND_INTRINSIC_APOPTOTIC_PATHWAYS APAF1 BAK1 BAX BID CASP10 CASP3 CASP7 CASP8 CASP9 CYCS FADD FAS FASLG TNFRSF10B TNFSF10 KEGG_MEDICUS_REFERENCE_CX3CR1_GNAI_AC_PKA_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CX3CR1_GNAI_AC_PKA_SIGNALING_PATHWAY ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 CX3CL1 CX3CR1 GNAI1 GNAI2 GNAI3 PRKACA PRKACB PRKACG KEGG_MEDICUS_REFERENCE_CXCL12_CXCR4_PKC_ERK_SIGNALING_PATHAWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CXCL12_CXCR4_PKC_ERK_SIGNALING_PATHAWAY ARAF BRAF CXCL12 CXCR4 GNAQ MAP2K1 MAP2K2 MAPK1 MAPK3 PLCB1 PLCB2 PLCB3 PLCB4 PLCG1 PLCG2 PRKCA PRKCB PRKCG RAF1 KEGG_MEDICUS_REFERENCE_CXCR4_GNA12_13_RHO_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CXCR4_GNA12_13_RHO_SIGNALING_PATHWAY ARHGEF1 ARHGEF12 CXCL12 CXCR4 GNA12 GNA13 RHOA ROCK1 ROCK2 KEGG_MEDICUS_REFERENCE_CXCR4_GNAI_PI3K_BAD_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CXCR4_GNAI_PI3K_BAD_SIGNALING_PATHWAY AKT1 AKT2 AKT3 BAD CXCL12 CXCR4 GNAI1 GNAI2 GNAI3 PIK3CA PIK3CB PIK3CD KEGG_MEDICUS_REFERENCE_CXCR4_GNAQ_PLCB_G_CALCINEURIN_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CXCR4_GNAQ_PLCB_G_CALCINEURIN_SIGNALING_PATHWAY CALM1 CALM2 CALM3 CXCL12 CXCR4 GNAQ NFATC1 NFATC2 NFATC3 NFATC4 PLCB1 PLCB2 PLCB3 PLCB4 PLCG1 PLCG2 PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 KEGG_MEDICUS_REFERENCE_CXCR4_GNB_G_PLCB_PKC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CXCR4_GNB_G_PLCB_PKC_SIGNALING_PATHWAY BCAR1 CRK CXCL12 CXCR4 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 PLCB1 PLCB2 PLCB3 PLCB4 PRKCA PRKCB PRKCG PTK2 PTK2B PXN KEGG_MEDICUS_REFERENCE_CXCR4_GNB_G_RAC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CXCR4_GNB_G_RAC_SIGNALING_PATHWAY CFL1 CFL2 CXCL12 CXCR4 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 LIMK1 PAK1 RAC1 RAC2 RAC3 KEGG_MEDICUS_REFERENCE_CXCR_GNB_G_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CXCR_GNB_G_ERK_SIGNALING_PATHWAY CXCL8 CXCR2 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS RAF1 KEGG_MEDICUS_REFERENCE_CXCR_GNB_G_PI3K_AKT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CXCR_GNB_G_PI3K_AKT_SIGNALING_PATHWAY AKT1 AKT2 AKT3 CXCL8 CXCR2 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 MTOR PIK3CG PIK3R5 PIK3R6 KEGG_MEDICUS_REFERENCE_CYTOKINE_JAK_STAT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CYTOKINE_JAK_STAT_SIGNALING_PATHWAY CSF2RB EPO EPOR IFNA1 IFNAR1 IFNAR2 IFNG IFNGR1 IFNGR2 IL12A IL12B IL12RB1 IL12RB2 IL13 IL13RA1 IL15 IL15RA IL2 IL23A IL23R IL2RA IL2RB IL2RG IL3 IL3RA IL4 IL4R IL5 IL5RA IL6 IL6R IL6ST IL7 IL7R JAK1 JAK2 JAK3 PIM1 STAT1 STAT2 STAT3 STAT4 STAT5A STAT5B STAT6 KEGG_MEDICUS_REFERENCE_DEPHOSPHORYLATION_OF_KINETOCHORE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_DEPHOSPHORYLATION_OF_KINETOCHORE AURKB NDC80 NUF2 PPP1CA PPP1CB PPP1CC SKA1 SKA2 SKA3 SPC24 SPC25 TTK KEGG_MEDICUS_REFERENCE_DERMATAN_SULFATE_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_DERMATAN_SULFATE_DEGRADATION ARSB HYAL1 HYAL2 HYAL3 HYAL4 IDS IDUA SPAM1 KEGG_MEDICUS_REFERENCE_DEUBIQUITINATION_OF_H2AK119 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_DEUBIQUITINATION_OF_H2AK119 ASXL1 ASXL2 ASXL3 BAP1 BMI1 CBX2 CBX4 CBX6 CBX7 CBX8 FOXK1 FOXK2 HCFC1 MBD5 MBD6 OGT PCGF2 PHC1 PHC2 PHC3 RING1 RNF2 SCMH1 SCML1 SCML2 YY1 KEGG_MEDICUS_REFERENCE_DISASSEMBLY_OF_MCC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_DISASSEMBLY_OF_MCC ANAPC1 ANAPC10 ANAPC11 ANAPC2 ANAPC4 ANAPC5 ANAPC7 BUB1B BUB3 CDC16 CDC20 CDC23 CDC26 CDC27 MAD2L1 MAD2L1BP TRIP13 KEGG_MEDICUS_REFERENCE_DNA_DEGRADATION_BY_EXTRACELLULAR_ENDOLYSOSOMAL_DNASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_DNA_DEGRADATION_BY_EXTRACELLULAR_ENDOLYSOSOMAL_DNASE DNASE1 DNASE1L1 DNASE1L2 DNASE1L3 DNASE2 DNASE2B TREX1 KEGG_MEDICUS_REFERENCE_DNA_END_RESECTION_AND_RPA_LOADING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_DNA_END_RESECTION_AND_RPA_LOADING ABRAXAS1 BABAM1 BABAM2 BARD1 BLM BRCA1 BRCC3 DNA2 MRE11 NBN RAD50 RBBP8 RPA1 RPA2 RPA3 RPA4 UIMC1 WRN KEGG_MEDICUS_REFERENCE_DNA_REPLICATION_LICENSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_DNA_REPLICATION_LICENSING CCNA1 CCNA2 CCNE1 CCNE2 CDC45 CDC6 CDC7 CDK2 CDT1 DBF4 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MTBP ORC1 ORC2 ORC3 ORC4 ORC5 ORC6 TICRR KEGG_MEDICUS_REFERENCE_DNA_REPLICATION_TERMINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_DNA_REPLICATION_TERMINATION CDC45 CUL2 ELOB ELOC GINS1 GINS2 GINS3 GINS4 LRR1 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 NPLOC4 PIF1 RBX1 UBB UFD1 VCP KEGG_MEDICUS_REFERENCE_DOUBLE_HOLLIDAY_JUNCTION_RESOLUTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_DOUBLE_HOLLIDAY_JUNCTION_RESOLUTION EME1 GEN1 MUS81 SLX1A SLX1B SLX4 KEGG_MEDICUS_REFERENCE_DOUBLE_STRAND_BREAK_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_DOUBLE_STRAND_BREAK_SIGNALING ATM H2AX HERC2 L3MBTL2 MDC1 MRE11 NBN PIAS4 RAD50 RNF168 RNF8 UBE2N UBE2V2 KEGG_MEDICUS_REFERENCE_DRD1_GNAS_AC_PKA_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_DRD1_GNAS_AC_PKA_SIGNALING_PATHWAY ADCY5 ATF2 ATF4 ATF6B CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 DRD1 GNAS PRKACA PRKACB PRKACG KEGG_MEDICUS_REFERENCE_DYNEIN_RECRUITMENT_TO_THE_KINETOCHORE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_DYNEIN_RECRUITMENT_TO_THE_KINETOCHORE ACTR10 ACTR1A BUB1 CENPF DCTN1 DCTN2 DCTN3 DCTN4 DCTN5 DCTN6 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNC2H1 DYNC2LI1 DYNLL1 DYNLL2 DYNLRB1 DYNLRB2 DYNLT1 DYNLT3 KNTC1 NDE1 NDEL1 PAFAH1B1 SPDL1 ZW10 ZWILCH KEGG_MEDICUS_REFERENCE_E2_ER_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_E2_ER_RAS_ERK_SIGNALING_PATHWAY ARAF ATF2 ATF4 ATF6B BRAF CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 ESR1 ESR2 HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS RAF1 SRC KEGG_MEDICUS_REFERENCE_EARLY_ENDOSOMAL_FUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_EARLY_ENDOSOMAL_FUSION EEA1 PIK3C3 PIK3R4 RAB5A RAB5B RAB5C RABEP1 RABGEF1 KEGG_MEDICUS_REFERENCE_EGF_EGFR_ACTIN_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_EGF_EGFR_ACTIN_SIGNALING_PATHWAY ACTB ACTG1 ACTR2 ACTR3 ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 ARPC5L CTTN EGF EGFR NCK1 NCK2 SRC WASL WIPF1 WIPF2 WIPF3 KEGG_MEDICUS_REFERENCE_EGF_EGFR_PI3K_NFKB_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_EGF_EGFR_PI3K_NFKB_SIGNALING_PATHWAY AKT1 AKT2 AKT3 CHUK EGF EGFR IKBKB IKBKG NFKB1 NFKBIA PIK3CA PIK3CB PIK3CD RELA KEGG_MEDICUS_REFERENCE_EGF_EGFR_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_EGF_EGFR_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 BAD EGF EGFR PIK3CA PIK3CB PIK3CD KEGG_MEDICUS_REFERENCE_EGF_EGFR_PLCG_CALCINEURIN_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_EGF_EGFR_PLCG_CALCINEURIN_SIGNALING_PATHWAY CALM1 CALM2 CALM3 EGF EGFR NFATC1 NFATC2 NFATC3 NFATC4 PLCG1 PLCG2 PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 KEGG_MEDICUS_REFERENCE_EGF_EGFR_PLCG_CAMK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_EGF_EGFR_PLCG_CAMK_SIGNALING_PATHWAY CALM1 CALM2 CALM3 CAMK1 CAMK1D CAMK1G CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 EGF EGFR PLCG1 PLCG2 KEGG_MEDICUS_REFERENCE_EGF_EGFR_PLCG_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_EGF_EGFR_PLCG_ERK_SIGNALING_PATHWAY ARAF BRAF CCND1 EGF EGFR MAP2K1 MAP2K2 MAPK1 MAPK3 PLCG1 PLCG2 PRKCA PRKCB PRKCG RAF1 KEGG_MEDICUS_REFERENCE_EGF_EGFR_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_EGF_EGFR_RAS_ERK_SIGNALING_PATHWAY ARAF BRAF CCND1 EGF EGFR GRB2 HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS RAF1 SOS1 SOS2 KEGG_MEDICUS_REFERENCE_EGF_EGFR_RAS_JNK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_EGF_EGFR_RAS_JNK_SIGNALING_PATHWAY EGF EGFR GRB2 HRAS KRAS MAP2K4 MAP3K1 MAPK10 MAPK8 MAPK9 NRAS SOS1 SOS2 KEGG_MEDICUS_REFERENCE_EGF_EGFR_RAS_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_EGF_EGFR_RAS_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 BAD EGF EGFR GRB2 HRAS KRAS NRAS PIK3CA PIK3CB PIK3CD SOS1 SOS2 KEGG_MEDICUS_REFERENCE_EGF_EGFR_RAS_RALGDS_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_EGF_EGFR_RAS_RALGDS_SIGNALING_PATHWAY EGF EGFR GRB2 HRAS KRAS NRAS RALA RALB RALGDS SOS1 SOS2 KEGG_MEDICUS_REFERENCE_EGF_EGFR_RAS_RASSF1_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_EGF_EGFR_RAS_RASSF1_SIGNALING_PATHWAY EGF EGFR GRB2 HRAS KRAS NRAS RASSF1 RASSF5 SOS1 SOS2 STK4 KEGG_MEDICUS_REFERENCE_EGF_ERBB2_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_EGF_ERBB2_RAS_ERK_SIGNALING_PATHWAY ARAF BRAF EGF EGFR ERBB2 GRB2 HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS RAF1 SOS1 SOS2 KEGG_MEDICUS_REFERENCE_EGF_JAK_STAT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_EGF_JAK_STAT_SIGNALING_PATHWAY EGF EGFR JAK1 STAT1 STAT3 STAT5A STAT5B KEGG_MEDICUS_REFERENCE_ELECTRON_TRANSFER_IN_COMPLEX_I https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ELECTRON_TRANSFER_IN_COMPLEX_I MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA3 NDUFA4 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFB1 NDUFB10 NDUFB11 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 KEGG_MEDICUS_REFERENCE_ELECTRON_TRANSFER_IN_COMPLEX_III https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ELECTRON_TRANSFER_IN_COMPLEX_III CYC1 MT-CYB UQCR10 UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRH UQCRHL UQCRQ KEGG_MEDICUS_REFERENCE_ELECTRON_TRANSFER_IN_COMPLEX_IV https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ELECTRON_TRANSFER_IN_COMPLEX_IV COX4I1 COX4I2 COX5A COX5B COX6A1 COX6A2 COX6B1 COX6B2 COX6C COX7A1 COX7A2 COX7A2L COX7B COX7C COX8A COX8C MT-CO1 MT-CO2 MT-CO3 KEGG_MEDICUS_REFERENCE_EP_NE_ADRB_CAMP_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_EP_NE_ADRB_CAMP_SIGNALING_PATHWAY ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ADRB2 GNAS PLN PRKACA PRKACB PRKACG KEGG_MEDICUS_REFERENCE_EP_NE_ADRB_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_EP_NE_ADRB_PI3K_SIGNALING_PATHWAY ADRB2 AKT1 AKT2 AKT3 GNAI1 GNAI2 GNAI3 PIK3CA PIK3CB PIK3CD KEGG_MEDICUS_REFERENCE_EREG_EGFR_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_EREG_EGFR_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 EGFR EREG MTOR PIK3CA PIK3CB PIK3CD RPS6KB1 RPS6KB2 KEGG_MEDICUS_REFERENCE_EREG_EGFR_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_EREG_EGFR_RAS_ERK_SIGNALING_PATHWAY ARAF BRAF EGFR EREG GRB2 HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS RAF1 SOS1 SOS2 KEGG_MEDICUS_REFERENCE_ERK_RSK_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ERK_RSK_SIGNALING MAPK1 MAPK3 RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA6 KEGG_MEDICUS_REFERENCE_ESTABLISHMENT_OF_COHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ESTABLISHMENT_OF_COHESION CDCA5 CTCF PDS5A PDS5B STAG1 STAG2 WAPL KEGG_MEDICUS_REFERENCE_EXTRINSIC_APOPTOTIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_EXTRINSIC_APOPTOTIC_PATHWAY CASP3 CASP7 CASP8 FADD RIPK1 TNF TNFRSF1A TRADD TRAF2 TRAF5 KEGG_MEDICUS_REFERENCE_FANCONI_ANEMIA_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_FANCONI_ANEMIA_PATHWAY ATR CENPS CENPX FAAP100 FAAP20 FAAP24 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM TOPBP1 UBB UBE2T KEGG_MEDICUS_REFERENCE_FAS_JNK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_FAS_JNK_SIGNALING_PATHWAY DAXX FAS FASLG MAP3K5 MAPK10 MAPK8 MAPK9 KEGG_MEDICUS_REFERENCE_FE_TF_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_FE_TF_TRANSPORT CP SLC11A2 SLC39A14 SLC39A8 STEAP3 TF TFRC KEGG_MEDICUS_REFERENCE_FGF_FGFR_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_FGF_FGFR_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 FGF1 FGF10 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFR4 MTOR PIK3CA PIK3CB PIK3CD RPS6KB1 RPS6KB2 KEGG_MEDICUS_REFERENCE_FGF_FGFR_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_FGF_FGFR_RAS_ERK_SIGNALING_PATHWAY ARAF BRAF FGF1 FGF10 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFR4 GRB2 HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS RAF1 SOS1 SOS2 KEGG_MEDICUS_REFERENCE_FLCN_MTORC1_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_FLCN_MTORC1_SIGNALING_PATHWAY AKT1S1 DEPTOR FLCN MLST8 MTOR RPTOR RRAGA RRAGB RRAGC RRAGD SLC3A2 SLC7A5 TELO2 TTI1 KEGG_MEDICUS_REFERENCE_FLT3LG_FLT3_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_FLT3LG_FLT3_RAS_ERK_SIGNALING_PATHWAY ARAF BRAF FLT3 FLT3LG GRB2 HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS RAF1 SOS1 SOS2 KEGG_MEDICUS_REFERENCE_FLT3LG_FLT3_RAS_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_FLT3LG_FLT3_RAS_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 FLT3 FLT3LG GRB2 HRAS KRAS MTOR NRAS PIK3CA PIK3CB PIK3CD SOS1 SOS2 KEGG_MEDICUS_REFERENCE_FSHR_GNAS_PKA_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_FSHR_GNAS_PKA_SIGNALING_PATHWAY ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 CGA FSHB FSHR GNAS PRKACA PRKACB PRKACG KEGG_MEDICUS_REFERENCE_GATOR1_MTORC1_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_GATOR1_MTORC1_SIGNALING_PATHWAY AKT1S1 DEPDC5 DEPTOR MLST8 MTOR NPRL2 NPRL3 RPTOR RRAGA RRAGB RRAGC RRAGD TELO2 TTI1 KEGG_MEDICUS_REFERENCE_GENE_SILENCING_BY_METHYLATION_OF_H3K27_AND_UBIQUITINATION_OF_H2AK119 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_GENE_SILENCING_BY_METHYLATION_OF_H3K27_AND_UBIQUITINATION_OF_H2AK119 AEBP2 BMI1 CBX2 CBX4 CBX6 CBX7 CBX8 CTBP1 CTBP2 EED ELOB ELOC EPOP EZH1 EZH2 H2AC1 H2AC4 H3-3A H3-3B H3C1 H3C2 JARID2 LCOR LCORL MTF2 PCGF2 PHC1 PHC2 PHC3 PHF1 PHF19 RBBP4 RBBP7 RING1 RNF2 SCMH1 SCML1 SCML2 SUZ12 UBB KEGG_MEDICUS_REFERENCE_GF_RTK_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_GF_RTK_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 ANGPT1 ANGPT2 ANGPT4 AREG BDNF CSF1 CSF1R EFNA1 EFNA2 EFNA3 EFNA4 EFNA5 EGF EGFR EPHA2 ERBB2 ERBB3 ERBB4 EREG FGF1 FGF10 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFR4 FLT1 FLT3 FLT3LG FLT4 HGF IGF1 IGF1R IGF2 INS INSR KDR KIT KITLG MET NGF NGFR NTF3 NTF4 NTRK1 NTRK2 PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PGF PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 TEK TGFA VEGFA VEGFB VEGFC VEGFD KEGG_MEDICUS_REFERENCE_GF_RTK_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_GF_RTK_RAS_ERK_SIGNALING_PATHWAY ANGPT1 ANGPT2 ANGPT4 ARAF AREG ARTN BDNF BRAF CSF1 CSF1R EFNA1 EFNA2 EFNA3 EFNA4 EFNA5 EGF EGFR EPHA2 ERBB2 ERBB3 ERBB4 EREG FGF1 FGF10 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFR4 FLT1 FLT3 FLT3LG FLT4 GDNF GRB2 HGF HRAS IGF1 IGF1R IGF2 INS INSR KDR KIT KITLG KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 MET NGF NGFR NRAS NRTN NTF3 NTF4 NTRK1 NTRK2 PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PGF PSPN RAF1 RET SOS1 SOS2 TEK TGFA VEGFA VEGFB VEGFC VEGFD KEGG_MEDICUS_REFERENCE_GF_RTK_RAS_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_GF_RTK_RAS_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 ANGPT1 ANGPT2 ANGPT4 AREG BDNF CSF1 CSF1R EFNA1 EFNA2 EFNA3 EFNA4 EFNA5 EGF EGFR EPHA2 ERBB2 ERBB3 ERBB4 EREG FGF1 FGF10 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFR4 FLT1 FLT3 FLT3LG FLT4 GRB2 HGF HRAS IGF1 IGF1R IGF2 INS INSR KDR KIT KITLG KRAS MET NGF NGFR NRAS NTF3 NTF4 NTRK1 NTRK2 PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PGF PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 SOS1 SOS2 TEK TGFA VEGFA VEGFB VEGFC VEGFD KEGG_MEDICUS_REFERENCE_GHRHR_PKA_GH_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_GHRHR_PKA_GH_SIGNALING_PATHWAY ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ATF2 ATF4 ATF6B CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 GH1 GH2 GHRH GHRHR GNAS POU1F1 PRKACA PRKACB PRKACG KEGG_MEDICUS_REFERENCE_GH_JAK_STAT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_GH_JAK_STAT_SIGNALING_PATHWAY GH1 GH2 GHR IGF1 JAK2 STAT5A STAT5B KEGG_MEDICUS_REFERENCE_GLOBAL_GENOME_NER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_GLOBAL_GENOME_NER CCNH CDK7 CETN2 CUL4A DDB1 DDB2 ERCC2 ERCC3 GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 MNAT1 RAD23A RAD23B RBX1 XPC KEGG_MEDICUS_REFERENCE_GLUCONEOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_GLUCONEOGENESIS MDH1 MDH2 PC PCK1 PCK2 KEGG_MEDICUS_REFERENCE_GLUTATHIONE_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_GLUTATHIONE_BIOSYNTHESIS GCLC GCLM GPX1 GPX2 GPX3 GPX4 GPX5 GPX6 GPX7 GPX8 GSS KEGG_MEDICUS_REFERENCE_GLYCOGEN_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_GLYCOGEN_BIOSYNTHESIS GBE1 GYG1 GYG2 GYS1 GYS2 UGP2 KEGG_MEDICUS_REFERENCE_GLYCOGEN_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_GLYCOGEN_DEGRADATION AGL G6PC1 G6PC2 G6PC3 PGM1 PGM2 PYGB PYGL PYGM KEGG_MEDICUS_REFERENCE_GLYCOGEN_DEGRADATION_AMYLASE_ https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_GLYCOGEN_DEGRADATION_AMYLASE_ AMY1A AMY1B AMY1C AMY2A AMY2B GAA GANC MGAM MGAM2 KEGG_MEDICUS_REFERENCE_GLYCOLYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_GLYCOLYSIS ALDOA ALDOB ALDOC BPGM ENO1 ENO2 ENO3 ENO4 GAPDH GPI LDHA LDHAL6A LDHAL6B LDHB LDHC PFKL PFKM PFKP PGAM1 PGAM2 PGAM4 PGK1 PGK2 PKLR PKM KEGG_MEDICUS_REFERENCE_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_LINKAGE_TETRASACCHARIDE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_LINKAGE_TETRASACCHARIDE B3GALT6 B3GAT3 B4GALT7 XYLT1 XYLT2 KEGG_MEDICUS_REFERENCE_GNRH_GNRHR_PLCB_PKC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_GNRH_GNRHR_PLCB_PKC_SIGNALING_PATHWAY CGA ELK1 FSHB GNA11 GNAQ GNRH1 GNRH2 GNRHR LHB MAP2K1 MAP2K2 MAPK1 MAPK3 PLCB1 PLCB2 PLCB3 PLCB4 PRKCA PRKCB PRKCG RAF1 KEGG_MEDICUS_REFERENCE_GPCR_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_GPCR_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 CHRM1 CHRM2 F2R GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 LPAR1 LPAR2 LPAR3 LPAR4 LPAR5 LPAR6 PIK3CG PIK3R5 PIK3R6 KEGG_MEDICUS_REFERENCE_GPCR_PLCB_ITPR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_GPCR_PLCB_ITPR_SIGNALING_PATHWAY ADRA1A ADRA1B ADRA1D AGTR1 AVPR1A AVPR1B BDKRB1 BDKRB2 CCKAR CCKBR CHRM1 CHRM2 CHRM3 CXCR4 CYSLTR1 CYSLTR2 EDNRA EDNRB F2R GNA11 GNA14 GNA15 GNAQ GRM1 GRM5 GRPR HRH1 HTR2A HTR2B HTR2C ITPR1 ITPR2 ITPR3 LHCGR LTB4R2 NTSR1 OXTR PLCB1 PLCB2 PLCB3 PLCB4 PTAFR PTGER1 PTGER3 PTGFR TACR1 TACR2 TACR3 TBXA2R TRHR KEGG_MEDICUS_REFERENCE_GPI_ANCHOR_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_GPI_ANCHOR_BIOSYNTHESIS DPM2 GPAA1 MPPE1 PGAP1 PIGA PIGB PIGC PIGF PIGG PIGH PIGK PIGL PIGM PIGN PIGO PIGP PIGQ PIGS PIGT PIGU PIGV PIGW PIGX PIGY KEGG_MEDICUS_REFERENCE_HEDGEHOG_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_HEDGEHOG_SIGNALING_PATHWAY DHH EVC EVC2 GLI1 GLI2 GLI3 HHIP IHH KIF7 PTCH1 PTCH2 SHH SMO SUFU KEGG_MEDICUS_REFERENCE_HEDGEHOG_SIGNALING_PATHWAY_HH_LIGAND_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_HEDGEHOG_SIGNALING_PATHWAY_HH_LIGAND_SECRETION DHH DISP1 HHAT IHH SCUBE2 SHH KEGG_MEDICUS_REFERENCE_HEDGEHOG_SIGNALING_PATHWAY_PTCH_CORECEPTOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_HEDGEHOG_SIGNALING_PATHWAY_PTCH_CORECEPTOR BOC CDON DHH GAS1 IHH LRP2 PTCH1 PTCH2 SHH KEGG_MEDICUS_REFERENCE_HEME_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_HEME_BIOSYNTHESIS ALAD ALAS1 ALAS2 CPOX FECH HMBS PPOX UROD UROS KEGG_MEDICUS_REFERENCE_HEPARAN_SULFATE_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_HEPARAN_SULFATE_BIOSYNTHESIS EXT1 EXT2 EXTL1 EXTL2 EXTL3 GLCE HS6ST1 NDST1 NDST2 NDST3 NDST4 KEGG_MEDICUS_REFERENCE_HEPARAN_SULFATE_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_HEPARAN_SULFATE_DEGRADATION GNS GUSB HGSNAT IDS IDUA NAGLU SGSH KEGG_MEDICUS_REFERENCE_HGF_MET_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_HGF_MET_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 BAD GAB1 HGF MET PIK3CA PIK3CB PIK3CD KEGG_MEDICUS_REFERENCE_HGF_MET_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_HGF_MET_RAS_ERK_SIGNALING_PATHWAY ARAF BRAF GRB2 HGF HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 MET NRAS RAF1 SOS1 SOS2 KEGG_MEDICUS_REFERENCE_HIF_1_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_HIF_1_SIGNALING_PATHWAY ARNT HIF1A PDGFB SLC2A1 TGFA TGFB1 TGFB2 TGFB3 VEGFA KEGG_MEDICUS_REFERENCE_HOMOLOGOUS_RECOMBINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_HOMOLOGOUS_RECOMBINATION BARD1 BRCA1 BRCA2 PALB2 PCNA POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POLH POLK RAD51 RAD51B RAD51C RAD51D RAD54B RAD54L RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 RPA4 SEM1 XRCC2 XRCC3 KEGG_MEDICUS_REFERENCE_HOMOLOGOUS_RECOMBINATION_IN_ICLR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_HOMOLOGOUS_RECOMBINATION_IN_ICLR BARD1 BRCA1 BRCA2 BRIP1 FANCD2 FANCI HROB MCM8 MCM9 PALB2 RPA1 RPA2 RPA3 RPA4 SEM1 UBB KEGG_MEDICUS_REFERENCE_HORMONE_LIKE_CYTOKINE_TO_JAK_STAT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_HORMONE_LIKE_CYTOKINE_TO_JAK_STAT_SIGNALING_PATHWAY CSF3 CSF3R EPO EPOR GH1 GH2 GHR JAK2 LEP LEPR MPL PRL PRLR STAT3 STAT5A STAT5B THPO KEGG_MEDICUS_REFERENCE_HYDROLYSIS_OF_SPHINGOMYELIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_HYDROLYSIS_OF_SPHINGOMYELIN ACER1 ACER2 ASAH1 ASAH2 SMPD1 SMPD2 SMPD3 SMPD4 KEGG_MEDICUS_REFERENCE_ICOSLG_ICOS_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ICOSLG_ICOS_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 ICOS ICOSLG PIK3CD PIK3R1 PIK3R2 PIK3R3 KEGG_MEDICUS_REFERENCE_IFN_RIPK1_3_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_IFN_RIPK1_3_SIGNALING_PATHWAY IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR1 IFNAR2 IFNG IFNGR1 IFNGR2 IRF9 JAK1 JAK2 JAK3 RIPK1 RIPK3 STAT1 STAT2 STAT3 STAT4 STAT5A STAT6 TYK2 KEGG_MEDICUS_REFERENCE_IGF2_IGF1R_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_IGF2_IGF1R_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 IGF1R IGF2 MTOR PIK3CA PIK3CB PIK3CD RPS6KB1 RPS6KB2 KEGG_MEDICUS_REFERENCE_IGF_IGF1R_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_IGF_IGF1R_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 EIF4EBP1 IGF1 IGF1R MTOR PIK3CA PIK3CB PIK3CD RHEB TSC1 TSC2 KEGG_MEDICUS_REFERENCE_IGF_IGF1R_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_IGF_IGF1R_RAS_ERK_SIGNALING_PATHWAY ARAF BRAF GRB2 HRAS IGF1 IGF1R IGF2 KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS RAF1 SOS1 SOS2 KEGG_MEDICUS_REFERENCE_IGF_IGFR_PI3K_NFKB_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_IGF_IGFR_PI3K_NFKB_SIGNALING_PATHWAY AKT1 AKT2 AKT3 CHUK IGF1 IGF1R IKBKB IKBKG NFKB1 NFKBIA PIK3CA PIK3CB PIK3CD RELA KEGG_MEDICUS_REFERENCE_IGG_FCGR_RAC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_IGG_FCGR_RAC_SIGNALING_PATHWAY CRK DOCK1 ENSG00000275063 FCGR1A FCGR2A FCGR3A FCGR3B RAC1 RAC2 RAC3 KEGG_MEDICUS_REFERENCE_II_BLOOD_GROUP_ANTIGEN_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_II_BLOOD_GROUP_ANTIGEN_BIOSYNTHESIS B3GNT2 B3GNT3 B3GNT4 B4GALT1 B4GALT3 B4GALT4 GCNT2 KEGG_MEDICUS_REFERENCE_IL10_FAMILY_TO_JAK_STAT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_IL10_FAMILY_TO_JAK_STAT_SIGNALING_PATHWAY IL10 IL10RA IL10RB IL19 IL20 IL20RA IL22 IL22RA1 IL24 IL26 JAK1 STAT3 TYK2 KEGG_MEDICUS_REFERENCE_IL12_23_TO_JAK_STAT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_IL12_23_TO_JAK_STAT_SIGNALING_PATHWAY IL12A IL12B IL12RB1 IL12RB2 IL23A IL23R JAK2 STAT3 STAT4 TYK2 KEGG_MEDICUS_REFERENCE_IL1_IL1R_JNK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_IL1_IL1R_JNK_SIGNALING_PATHWAY FOS IL1A IL1B IL1R1 IL1RAP IRAK1 IRAK4 JUN MAP2K4 MAP2K7 MAP3K7 MAPK10 MAPK8 MAPK9 MYD88 TAB1 TAB2 TAB3 TRAF6 KEGG_MEDICUS_REFERENCE_IL1_IL1R_P38_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_IL1_IL1R_P38_SIGNALING_PATHWAY IL1A IL1B IL1R1 IL1RAP IRAK1 IRAK4 MAP2K3 MAP2K6 MAP3K7 MAPK14 MAPKAPK2 MYD88 TAB1 TAB2 TAB3 TRAF6 ZFP36 KEGG_MEDICUS_REFERENCE_IL2_FAMILY_TO_JAK_STAT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_IL2_FAMILY_TO_JAK_STAT_SIGNALING_PATHWAY CRLF2 IL15 IL15RA IL2 IL21 IL21R IL2RA IL2RB IL2RG IL4 IL4R IL7 IL7R IL9 IL9R JAK1 JAK3 STAT1 STAT3 STAT5A STAT5B STAT6 TSLP KEGG_MEDICUS_REFERENCE_IL6_FAMILY_TO_JAK_STAT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_IL6_FAMILY_TO_JAK_STAT_SIGNALING_PATHWAY CLCF1 CNTF CNTFR CTF1 IL11 IL11RA IL13 IL13RA1 IL13RA2 IL27 IL27RA IL31 IL31RA IL4R IL6 IL6R IL6ST JAK1 JAK2 LIF LIFR OSM OSMR STAT1 STAT3 STAT6 TYK2 KEGG_MEDICUS_REFERENCE_INACTIVATION_OF_CONDENSIN_I https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_INACTIVATION_OF_CONDENSIN_I CSNK2A1 CSNK2A2 NCAPD2 NCAPG NCAPH SMC4 KEGG_MEDICUS_REFERENCE_INTRINSIC_APOPTOTIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_INTRINSIC_APOPTOTIC_PATHWAY APAF1 BAD BAK1 BAX BBC3 BCL2 BCL2L1 BCL2L11 CASP3 CASP7 CASP9 CYCS PMAIP1 KEGG_MEDICUS_REFERENCE_IRE1A_JNK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_IRE1A_JNK_SIGNALING_PATHWAY ERN1 MAP2K7 MAP3K5 MAPK10 MAPK8 MAPK9 TRAF2 KEGG_MEDICUS_REFERENCE_ISOLEUCINE_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ISOLEUCINE_DEGRADATION ACAA1 ACAA2 ACADM ACADS ACADSB ECHS1 HADH HADHA HADHB HSD17B10 KEGG_MEDICUS_REFERENCE_ITGA_B_FAK_CDC42_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ITGA_B_FAK_CDC42_SIGNALING_PATHWAY ARHGEF7 CDC42 FN1 GIT2 ITGA1 ITGA10 ITGA11 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA7 ITGA8 ITGA9 ITGAV ITGB1 ITGB3 ITGB4 ITGB5 ITGB6 ITGB7 ITGB8 PTK2 PXN SRC KEGG_MEDICUS_REFERENCE_ITGA_B_FAK_RAC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ITGA_B_FAK_RAC_SIGNALING_PATHWAY BCAR1 CRK DOCK1 ELMO1 FN1 ITGA1 ITGA10 ITGA11 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA7 ITGA8 ITGA9 ITGAV ITGB1 ITGB3 ITGB4 ITGB5 ITGB6 ITGB7 ITGB8 PTK2 PXN RAC1 RAC2 RAC3 SRC KEGG_MEDICUS_REFERENCE_ITGA_B_RHOGAP_RHOA_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ITGA_B_RHOGAP_RHOA_SIGNALING_PATHWAY ARHGAP35 FN1 ITGA1 ITGA10 ITGA11 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA7 ITGA8 ITGA9 ITGAV ITGB1 ITGB3 ITGB4 ITGB5 ITGB6 ITGB7 ITGB8 RHOA SRC KEGG_MEDICUS_REFERENCE_ITGA_B_RHOGEF_RHOA_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ITGA_B_RHOGEF_RHOA_SIGNALING_PATHWAY ARHGEF28 FN1 ITGA1 ITGA10 ITGA11 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA7 ITGA8 ITGA9 ITGAV ITGB1 ITGB3 ITGB4 ITGB5 ITGB6 ITGB7 ITGB8 PTK2 RHOA KEGG_MEDICUS_REFERENCE_ITGA_B_RHOG_RAC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ITGA_B_RHOG_RAC_SIGNALING_PATHWAY DOCK1 ELMO1 ELMO2 ELMO3 FN1 ITGA1 ITGA10 ITGA11 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA7 ITGA8 ITGA9 ITGAV ITGB1 ITGB3 ITGB4 ITGB5 ITGB6 ITGB7 ITGB8 RAC1 RAC2 RAC3 RHOG KEGG_MEDICUS_REFERENCE_ITGA_B_TALIN_VINCULIN_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ITGA_B_TALIN_VINCULIN_SIGNALING_PATHWAY ACTB ACTG1 ACTN1 ACTN4 FN1 ILK ITGA1 ITGA10 ITGA11 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA7 ITGA8 ITGA9 ITGAV ITGB1 ITGB3 ITGB4 ITGB5 ITGB6 ITGB7 ITGB8 PTK2 PXN TLN1 TLN2 VCL KEGG_MEDICUS_REFERENCE_KEAP1_NRF2_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_KEAP1_NRF2_SIGNALING_PATHWAY GSTA1 GSTA2 GSTA3 GSTA4 GSTA5 GSTM1 GSTM2 GSTM3 GSTM4 GSTM5 GSTO1 GSTO2 GSTP1 GSTT1 GSTT2 GSTT2B HMOX1 KEAP1 MGST1 MGST2 MGST3 NFE2L2 NQO1 TXNRD1 KEGG_MEDICUS_REFERENCE_KERATAN_SULFATE_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_KERATAN_SULFATE_DEGRADATION GALNS GLB1 GNS HEXA HEXB KEGG_MEDICUS_REFERENCE_KINETOCHORE_FIBER_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_KINETOCHORE_FIBER_ORGANIZATION AURKA CKAP5 CLTA CLTB CLTC TACC3 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA8 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 KEGG_MEDICUS_REFERENCE_KINETOCHORE_MICROTUBULE_ATTACHMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_KINETOCHORE_MICROTUBULE_ATTACHMENT BUB1B CENPE CENPF TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA8 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 KEGG_MEDICUS_REFERENCE_KISS1_KISS1R_PLCB_PKC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_KISS1_KISS1R_PLCB_PKC_SIGNALING_PATHWAY GNA11 GNAQ KISS1 KISS1R PLCB1 PLCB2 PLCB3 PLCB4 PRKCA PRKCB PRKCG KEGG_MEDICUS_REFERENCE_KITLG_KIT_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_KITLG_KIT_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 KIT KITLG MTOR PIK3CA PIK3CB PIK3CD RPS6KB1 RPS6KB2 KEGG_MEDICUS_REFERENCE_KITLG_KIT_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_KITLG_KIT_RAS_ERK_SIGNALING_PATHWAY ARAF BRAF GRB2 HRAS KIT KITLG KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS RAF1 SOS1 SOS2 KEGG_MEDICUS_REFERENCE_LECTIN_PATHWAY_OF_COAGULATION_CASCADE_FIBRINOGEN_TO_FIBRIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_LECTIN_PATHWAY_OF_COAGULATION_CASCADE_FIBRINOGEN_TO_FIBRIN COLEC10 COLEC11 FCN1 FCN2 FCN3 FGA FGB FGG MASP1 MBL2 KEGG_MEDICUS_REFERENCE_LECTIN_PATHWAY_OF_COAGULATION_CASCADE_PROTHROMBIN_TO_THROMBIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_LECTIN_PATHWAY_OF_COAGULATION_CASCADE_PROTHROMBIN_TO_THROMBIN COLEC10 COLEC11 F2 FCN1 FCN2 FCN3 MASP2 MBL2 KEGG_MEDICUS_REFERENCE_LECTIN_PATHWAY_OF_COMPLEMENT_CASCADE_C4_C2_TO_C3_CONVERTASE_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_LECTIN_PATHWAY_OF_COMPLEMENT_CASCADE_C4_C2_TO_C3_CONVERTASE_FORMATION C2 C4A C4B COLEC10 COLEC11 FCN1 FCN2 FCN3 MASP1 MASP2 MBL2 KEGG_MEDICUS_REFERENCE_LESION_BYPASS_BY_TLS_AND_DSB_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_LESION_BYPASS_BY_TLS_AND_DSB_FORMATION DCLRE1A EME1 ERCC1 ERCC4 FAN1 FANCD2 FANCI MAD2L2 MUS81 REV1 REV3L SLX1A SLX1B SLX4 UBB KEGG_MEDICUS_REFERENCE_LEUCINE_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_LEUCINE_DEGRADATION ACADM AUH HMGCL HMGCLL1 IVD MCCC1 MCCC2 KEGG_MEDICUS_REFERENCE_LEWIS_X_ANTIGEN_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_LEWIS_X_ANTIGEN_BIOSYNTHESIS FUT3 FUT4 FUT5 FUT6 FUT9 KEGG_MEDICUS_REFERENCE_LHCGR_GNAS_PKA_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_LHCGR_GNAS_PKA_SIGNALING_PATHWAY ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 CGA GNAS LHB LHCGR PRKACA PRKACB PRKACG KEGG_MEDICUS_REFERENCE_LIGHT_HVEM_NFKB_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_LIGHT_HVEM_NFKB_SIGNALING_PATHWAY CHUK IKBKB IKBKG NFKB1 NFKBIA RELA TNFRSF14 TNFSF14 TRAF2 TRAF5 KEGG_MEDICUS_REFERENCE_LOADING_OF_THE_SMC5_SMC6_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_LOADING_OF_THE_SMC5_SMC6_COMPLEX NSMCE1 NSMCE2 NSMCE3 NSMCE4A RAD18 RNF168 SLF1 SLF2 SMC5 SMC6 UBB KEGG_MEDICUS_REFERENCE_LONG_PATCH_BER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_LONG_PATCH_BER FEN1 LIG1 PCNA POLB POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 RFC1 RFC2 RFC3 RFC4 RFC5 KEGG_MEDICUS_REFERENCE_LPAR_GNB_G_RHO_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_LPAR_GNB_G_RHO_SIGNALING_PATHWAY GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 LPAR1 LPAR2 LPAR3 LPAR4 LPAR5 RHOA KEGG_MEDICUS_REFERENCE_LPA_GNA12_13_RHOA_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_LPA_GNA12_13_RHOA_SIGNALING_PATHWAY ARHGEF1 ARHGEF11 ARHGEF12 GNA12 GNA13 LPAR1 LPAR2 LPAR3 LPAR4 LPAR5 RHOA ROCK1 ROCK2 KEGG_MEDICUS_REFERENCE_LPA_GNAQ_11_RHOA_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_LPA_GNAQ_11_RHOA_SIGNALING_PATHWAY ARHGEF12 GNA11 GNAQ LPAR1 LPAR2 LPAR3 LPAR4 LPAR5 RHOA KEGG_MEDICUS_REFERENCE_LYSOSOMAL_CA2_RELEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_LYSOSOMAL_CA2_RELEASE CALM1 CALM2 CALM3 MCOLN1 PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 TFEB KEGG_MEDICUS_REFERENCE_MACHR_CA2_APOPTOTIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_MACHR_CA2_APOPTOTIC_PATHWAY CHRM1 CHRM3 CHRM5 CYCS GNAQ ITPR1 ITPR2 ITPR3 MCU PLCB1 PLCB2 PLCB3 PLCB4 SLC25A31 SLC25A4 SLC25A5 SLC25A6 VDAC1 VDAC2 VDAC3 KEGG_MEDICUS_REFERENCE_MAGI_PTEN_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_MAGI_PTEN_SIGNALING_PATHWAY AKT1 AKT2 AKT3 MAGI1 MAGI2 PTEN KEGG_MEDICUS_REFERENCE_MANNOSE_TYPE_O_GLYCAN_BIOSYNTHESIS_FKTN_TO_LARGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_MANNOSE_TYPE_O_GLYCAN_BIOSYNTHESIS_FKTN_TO_LARGE B4GAT1 FKRP FKTN LARGE1 LARGE2 RXYLT1 KEGG_MEDICUS_REFERENCE_MANNOSE_TYPE_O_GLYCAN_BIOSYNTHESIS_POMT_TO_POMK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_MANNOSE_TYPE_O_GLYCAN_BIOSYNTHESIS_POMT_TO_POMK B3GALNT2 POMGNT2 POMK POMT1 POMT2 KEGG_MEDICUS_REFERENCE_MDA5_IRF7_3_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_MDA5_IRF7_3_SIGNALING_PATHWAY AZI2 IFIH1 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IKBKE IRF3 IRF7 MAVS TANK TBK1 TBKBP1 TRAF3 KEGG_MEDICUS_REFERENCE_MDM2_P21_CELL_CYCLE_G1_S_N00066 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_MDM2_P21_CELL_CYCLE_G1_S_N00066 CCND1 CCND2 CCND3 CDK4 CDK6 CDKN1A CDKN2A E2F1 E2F2 E2F3 MDM2 RB1 TP53 KEGG_MEDICUS_REFERENCE_MDM2_P21_CELL_CYCLE_G1_S_N00536 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_MDM2_P21_CELL_CYCLE_G1_S_N00536 CCNE1 CCNE2 CDK2 CDKN1A CDKN2A E2F1 E2F2 E2F3 MDM2 RB1 TP53 KEGG_MEDICUS_REFERENCE_MEMBRANE_INITIATED_PROGESTERONE_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_MEMBRANE_INITIATED_PROGESTERONE_SIGNALING_PATHWAY AKT1 AKT2 AKT3 PAQR5 PAQR7 PAQR8 PIK3CA PIK3CB PIK3CD KEGG_MEDICUS_REFERENCE_METHIONINE_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_METHIONINE_DEGRADATION AHCY AHCYL1 AHCYL2 DNMT1 DNMT3A DNMT3B GNMT MAT1A MAT2A MAT2B KEGG_MEDICUS_REFERENCE_MEVALONATE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_MEVALONATE_PATHWAY ACAT1 ACAT2 FDPS GGPS1 HMGCR HMGCS1 HMGCS2 IDI1 IDI2 MVD MVK PMVK KEGG_MEDICUS_REFERENCE_MGLUR1_TRPC3_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_MGLUR1_TRPC3_SIGNALING_PATHWAY GNAQ GRM1 ITPR1 ITPR2 ITPR3 PLCB1 PLCB2 PLCB3 PLCB4 PRKCA PRKCB PRKCG TRPC3 KEGG_MEDICUS_REFERENCE_MGLUR5_CA2_APOPTOTIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_MGLUR5_CA2_APOPTOTIC_PATHWAY APAF1 CASP3 CASP7 CASP9 CYCS GNAQ GRM5 ITPR1 ITPR2 ITPR3 MCU PLCB1 PLCB2 PLCB3 PLCB4 SLC25A31 SLC25A4 SLC25A5 SLC25A6 VDAC1 VDAC2 VDAC3 KEGG_MEDICUS_REFERENCE_MICROTUBULE_DEPOLYMERIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_MICROTUBULE_DEPOLYMERIZATION AURKA AURKB KIF18B KIF2C MAPRE1 MAPRE3 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA8 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 KEGG_MEDICUS_REFERENCE_MICROTUBULE_DEPOLYMERIZATION_AT_THE_MINUS_ENDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_MICROTUBULE_DEPOLYMERIZATION_AT_THE_MINUS_ENDS KIF2A PLK1 PSRC1 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA8 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 KEGG_MEDICUS_REFERENCE_MICROTUBULE_NUCLEATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_MICROTUBULE_NUCLEATION CDK5RAP2 CKAP5 MZT2A MZT2B NEDD1 TPX2 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA8 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBGCP2 TUBGCP3 TUBGCP4 TUBGCP5 TUBGCP6 KEGG_MEDICUS_REFERENCE_MICROTUBULE_RHOA_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_MICROTUBULE_RHOA_SIGNALING_PATHWAY ARHGEF2 RHOA ROCK1 ROCK2 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA8 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 KEGG_MEDICUS_REFERENCE_MISMATCH_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_MISMATCH_REPAIR EXO1 LIG1 MLH1 MLH3 MSH2 MSH3 MSH6 PCNA PMS1 PMS2 POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 KEGG_MEDICUS_REFERENCE_MITOCHONDRIAL_COMPLEX_UCP1_IN_THERMOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_MITOCHONDRIAL_COMPLEX_UCP1_IN_THERMOGENESIS ATP5F1A ATP5F1D ATP5F1E ATP5PO COA3 COA5 COA6 COX10 COX11 COX14 COX15 COX16 COX20 COX4I1 COX5A COX6A2 COX6B1 COX8A CYC1 MT-ATP6 NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA4 NDUFA6 NDUFA8 NDUFA9 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF6 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB7 NDUFB8 NDUFB9 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 SDHA SDHB SDHC SDHD UCP1 UQCRB UQCRC2 UQCRFS1 UQCRQ KEGG_MEDICUS_REFERENCE_MLK_JNK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_MLK_JNK_SIGNALING_PATHWAY MAP2K4 MAP2K7 MAP3K10 MAP3K11 MAP3K12 MAP3K13 MAP3K20 MAP3K21 MAP3K9 MAPK10 MAPK8 MAPK9 KEGG_MEDICUS_REFERENCE_MODIFYING_OF_CONDENSIN_II_SUBUNITS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_MODIFYING_OF_CONDENSIN_II_SUBUNITS AURKB CDK1 NCAPD3 NCAPG2 NCAPH2 PLK1 KEGG_MEDICUS_REFERENCE_MYOSTATIN_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_MYOSTATIN_SIGNALING_PATHWAY ACVR1B ACVR2B MSTN SMAD1 SMAD4 SMAD5 SMAD9 TGFBR1 KEGG_MEDICUS_REFERENCE_NAD_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_NAD_BIOSYNTHESIS AFMID HAAO IDO1 IDO2 KMO KYNU NADSYN1 NMNAT1 NMNAT2 NMNAT3 QPRT TDO2 KEGG_MEDICUS_REFERENCE_NLRP3_INFLAMMASOME_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_NLRP3_INFLAMMASOME_SIGNALING_PATHWAY CASP1 IL18 IL1B IL33 NLRP3 PYCARD KEGG_MEDICUS_REFERENCE_NODAL_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_NODAL_SIGNALING_PATHWAY ACVR1B ACVR1C ACVR2A ACVR2B NODAL SMAD2 SMAD3 SMAD4 KEGG_MEDICUS_REFERENCE_NOD_NFKB_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_NOD_NFKB_SIGNALING_PATHWAY CHUK IKBKB IKBKG NFKB1 NFKBIA NOD1 NOD2 RELA RIPK2 KEGG_MEDICUS_REFERENCE_NON_CANONICAL_INFLAMMASOME_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_NON_CANONICAL_INFLAMMASOME_SIGNALING_PATHWAY CASP1 CASP4 CASP5 IL18 IL1B NLRP3 PYCARD KEGG_MEDICUS_REFERENCE_NON_HOMOLOGOUS_END_JOINING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_NON_HOMOLOGOUS_END_JOINING DCLRE1C DNTT LIG4 NHEJ1 PAXIP1 POLL POLM PRKDC RIF1 TP53BP1 XRCC4 XRCC5 XRCC6 KEGG_MEDICUS_REFERENCE_NOTCH_LIGAND_UBIQUITYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_NOTCH_LIGAND_UBIQUITYLATION DLL1 DLL3 DLL4 JAG1 JAG2 MIB1 MIB2 NEURL1 NEURL1B KEGG_MEDICUS_REFERENCE_NOTCH_MESP2_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_NOTCH_MESP2_SIGNALING EPHA4 LFNG MESP2 RBPJ RIPPLY2 TBX6 KEGG_MEDICUS_REFERENCE_NOTCH_PROTEOLYTIC_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_NOTCH_PROTEOLYTIC_ACTIVATION ADAM17 APH1A APH1B NCSTN NOTCH1 NOTCH2 NOTCH3 NOTCH4 PSEN1 PSEN2 PSENEN KEGG_MEDICUS_REFERENCE_NOTCH_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_NOTCH_SIGNALING_PATHWAY DLL1 DLL3 DLL4 HES1 HEY1 JAG1 JAG2 NOTCH1 NOTCH2 NOTCH3 NOTCH4 RBPJ RBPJL KEGG_MEDICUS_REFERENCE_NRG_ERBB4_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_NRG_ERBB4_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 ERBB4 NRG1 NRG2 NRG3 NRG4 PIK3CA PIK3CB PIK3CD KEGG_MEDICUS_REFERENCE_NUCLEAR_EXPORT_OF_MRNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_NUCLEAR_EXPORT_OF_MRNA ALYREF DDX19B GLE1 NCBP1 NDC1 NUP107 NUP133 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP43 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NXF1 NXT1 NXT2 POM121 RANBP2 SEH1L SRSF3 SRSF7 KEGG_MEDICUS_REFERENCE_NUCLEAR_INITIATED_ESTROGEN_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_NUCLEAR_INITIATED_ESTROGEN_SIGNALING_PATHWAY BCL2 CTSD EBAG9 ESR1 ESR2 KRT19 NCOA1 NCOA2 NCOA3 PGR TFF1 KEGG_MEDICUS_REFERENCE_N_GLYCAN_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_N_GLYCAN_BIOSYNTHESIS B4GALT1 B4GALT2 B4GALT3 FUT8 GANAB MAN1A1 MAN1A2 MAN1B1 MAN1C1 MAN2A1 MAN2A2 MGAT1 MGAT2 MOGS ST6GAL1 ST6GAL2 KEGG_MEDICUS_REFERENCE_N_GLYCAN_PRECURSOR_BIOSYNTHESIS_ALG6_TO_OST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_N_GLYCAN_PRECURSOR_BIOSYNTHESIS_ALG6_TO_OST ALG10 ALG10B ALG6 ALG8 DAD1 DDOST RPN1 RPN2 STT3A STT3B TUSC3 KEGG_MEDICUS_REFERENCE_N_GLYCAN_PRECURSOR_BIOSYNTHESIS_ALG7_TO_ALG11 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_N_GLYCAN_PRECURSOR_BIOSYNTHESIS_ALG7_TO_ALG11 ALG1 ALG11 ALG13 ALG14 ALG2 DPAGT1 KEGG_MEDICUS_REFERENCE_N_GLYCAN_PRECURSOR_BIOSYNTHESIS_GLC_6P_TO_MAN_P_DOL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_N_GLYCAN_PRECURSOR_BIOSYNTHESIS_GLC_6P_TO_MAN_P_DOL DPM1 DPM2 DPM3 GMPPA GMPPB GPI MPI PMM1 PMM2 KEGG_MEDICUS_REFERENCE_OKAZAKI_FRAGMENT_MATURATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_OKAZAKI_FRAGMENT_MATURATION DNA2 FEN1 LIG1 PCNA POLD1 POLD2 POLD3 POLD4 RNASEH2A RNASEH2B RNASEH2C KEGG_MEDICUS_REFERENCE_ORGANIZATION_OF_THE_INNER_KINETOCHORE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ORGANIZATION_OF_THE_INNER_KINETOCHORE CENPA CENPC CENPH CENPI CENPK CENPL CENPM CENPN CENPO CENPP CENPQ CENPS CENPT CENPU CENPW CENPX ITGB3BP KEGG_MEDICUS_REFERENCE_ORGANIZATION_OF_THE_OUTER_KINETOCHORE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ORGANIZATION_OF_THE_OUTER_KINETOCHORE AURKB BIRC5 CDCA8 CENPC CENPS CENPT CENPW CENPX DSN1 INCENP KNL1 MIS12 NDC80 NSL1 NUF2 PMF1 SPC24 SPC25 ZWINT KEGG_MEDICUS_REFERENCE_ORIGIN_UNWINDING_AND_ELONGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ORIGIN_UNWINDING_AND_ELONGATION CDC45 GINS1 GINS2 GINS3 GINS4 MCM10 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 PCNA POLA1 POLA2 POLE POLE2 POLE3 POLE4 PRIM1 PRIM2 RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 WDHD1 KEGG_MEDICUS_REFERENCE_P16_CELL_CYCLE_G1_S https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_P16_CELL_CYCLE_G1_S CCND1 CCND2 CCND3 CDK4 CDK6 CDKN2A E2F1 E2F2 E2F3 RB1 KEGG_MEDICUS_REFERENCE_P27_CELL_CYCLE_G1_S https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_P27_CELL_CYCLE_G1_S CCNA1 CCNA2 CCNE1 CCNE2 CDK2 CDKN1B CUL1 E2F1 E2F2 E2F3 RB1 RBX1 SKP1 SKP2 KEGG_MEDICUS_REFERENCE_P300_P21_CELL_CYCLE_G1_S https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_P300_P21_CELL_CYCLE_G1_S ATM ATR CCND1 CCND2 CCND3 CDK4 CDK6 CDKN1A E2F1 E2F2 E2F3 EP300 RB1 TADA3 TP53 KEGG_MEDICUS_REFERENCE_P4_PR_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_P4_PR_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 PGR PIK3CA PIK3CB PIK3CD SRC KEGG_MEDICUS_REFERENCE_P4_PR_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_P4_PR_RAS_ERK_SIGNALING_PATHWAY ARAF BRAF CCND1 GRB2 HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS PGR RAF1 SOS1 SOS2 SRC KEGG_MEDICUS_REFERENCE_PDGF_PDGFR_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_PDGF_PDGFR_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 MTOR PDGFA PDGFB PDGFRA PDGFRB PIK3CA PIK3CB PIK3CD RPS6KB1 RPS6KB2 KEGG_MEDICUS_REFERENCE_PDGF_PDGFR_PLCG_CAMK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_PDGF_PDGFR_PLCG_CAMK_SIGNALING_PATHWAY CALM1 CALM2 CALM3 CAMK1 CAMK1D CAMK1G CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 PDGFA PDGFB PDGFRA PDGFRB PLCG1 PLCG2 KEGG_MEDICUS_REFERENCE_PDGF_PDGFR_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_PDGF_PDGFR_RAS_ERK_SIGNALING_PATHWAY ARAF BRAF GRB2 HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS PDGFA PDGFB PDGFRA PDGFRB RAF1 SOS1 SOS2 KEGG_MEDICUS_REFERENCE_PDL_PD1_SHP_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_PDL_PD1_SHP_PI3K_SIGNALING_PATHWAY CD274 PDCD1 PDCD1LG2 PIK3CD PIK3R1 PIK3R2 PIK3R3 PTPN11 PTPN6 KEGG_MEDICUS_REFERENCE_PINK_PARKIN_MEDIATED_AUTOPHAGOSOME_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_PINK_PARKIN_MEDIATED_AUTOPHAGOSOME_FORMATION CALCOCO2 CISD1 CISD2 FAF2 FKBP8 HK1 MAP1LC3A MAP1LC3B MAP1LC3B2 MAP1LC3C NBR1 OPTN PINK1 PRKN SQSTM1 TAX1BP1 TOMM70 KEGG_MEDICUS_REFERENCE_PKA_HOLOENZYME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_PKA_HOLOENZYME PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B KEGG_MEDICUS_REFERENCE_PKR_EIF2ALPHA_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_PKR_EIF2ALPHA_SIGNALING_PATHWAY EIF2AK2 EIF2B1 EIF2B2 EIF2B3 EIF2B4 EIF2B5 EIF2S1 KEGG_MEDICUS_REFERENCE_PLASMIN_MEDIATED_ACTIVATION_OF_LATENT_TGF_BETA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_PLASMIN_MEDIATED_ACTIVATION_OF_LATENT_TGF_BETA FBN1 LTBP1 LTBP3 LTBP4 PLG TGFB1 TGFB2 TGFB3 KEGG_MEDICUS_REFERENCE_PP2A_AKT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_PP2A_AKT_SIGNALING_PATHWAY AKT1 AKT2 AKT3 PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R2A PPP2R2B PPP2R2C PPP2R2D PPP2R3A PPP2R3B PPP2R3C PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E KEGG_MEDICUS_REFERENCE_PRE_IC_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_PRE_IC_FORMATION CDC45 CDC6 CDT1 GINS1 GINS2 GINS3 GINS4 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MTBP ORC1 ORC2 ORC3 ORC4 ORC5 ORC6 POLE POLE2 POLE3 POLE4 RECQL4 TICRR TOPBP1 KEGG_MEDICUS_REFERENCE_PRNP_PI3K_NOX2_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_PRNP_PI3K_NOX2_SIGNALING_PATHWAY ATF2 ATF4 ATF6B CAV1 CAV2 CAV3 CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 CYBA CYBB EGR1 FYN MAPK1 MAPK3 NCF1 NCF2 NCF4 PIK3CA PIK3CB PIK3CD PRKCD PRNP RAC1 RAC2 KEGG_MEDICUS_REFERENCE_PROK_PRKR_GI_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_PROK_PRKR_GI_ERK_SIGNALING_PATHWAY GNAI1 GNAI2 GNAI3 MAPK1 MAPK3 PROK1 PROK2 PROKR1 PROKR2 KEGG_MEDICUS_REFERENCE_PROMOTION_OF_MICROTUBULE_GROWTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_PROMOTION_OF_MICROTUBULE_GROWTH CLASP1 CLASP2 CLIP1 CLIP2 MAPRE1 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA8 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 KEGG_MEDICUS_REFERENCE_PTH_PTH1R_PKA_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_PTH_PTH1R_PKA_SIGNALING_PATHWAY ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 GNAS PRKACA PRKACB PRKACG PTH PTH1R KEGG_MEDICUS_REFERENCE_PURINE_SALVAGE_PATHWAY_ADENINE_TO_AMP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_PURINE_SALVAGE_PATHWAY_ADENINE_TO_AMP APRT LACC1 NT5C NT5C1A NT5C1B NT5C1B-RDH14 NT5C2 NT5DC4 NT5E NT5M PNP KEGG_MEDICUS_REFERENCE_PURINE_SALVAGE_PATHWAY_HYPOXANTHINE_GUANINE_TO_IMP_GMP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_PURINE_SALVAGE_PATHWAY_HYPOXANTHINE_GUANINE_TO_IMP_GMP HPRT1 LACC1 NT5C NT5C1A NT5C1B NT5C1B-RDH14 NT5C2 NT5DC4 NT5E NT5M PNP KEGG_MEDICUS_REFERENCE_RAB7_REGULATED_MICROTUBULE_MINUS_END_DIRECTED_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_RAB7_REGULATED_MICROTUBULE_MINUS_END_DIRECTED_TRANSPORT ACTR10 ACTR1A ACTR1B DCTN1 DCTN2 DCTN3 DCTN4 DCTN5 DCTN6 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNC2H1 DYNC2LI1 DYNLL1 DYNLL2 DYNLRB1 DYNLRB2 DYNLT1 DYNLT3 OSBPL1A RAB7A RAB7B RILP TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA8 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 KEGG_MEDICUS_REFERENCE_RAC_CDC42_PAK_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_RAC_CDC42_PAK_ERK_SIGNALING_PATHWAY ARAF BRAF CDC42 MAP2K1 MAP2K2 MAPK1 MAPK3 PAK1 RAC1 RAF1 KEGG_MEDICUS_REFERENCE_RAD51_DSDNA_DESTABILIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_RAD51_DSDNA_DESTABILIZATION HELQ RAD51 RAD51B RAD51C RAD51D RFWD3 RPA1 RPA2 RPA3 RPA4 XRCC2 KEGG_MEDICUS_REFERENCE_RECRUITMENT_AND_FORMATION_OF_THE_MCC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_RECRUITMENT_AND_FORMATION_OF_THE_MCC AURKB BUB1 BUB1B BUB3 CDC20 KNL1 MAD1L1 MAD2L1 NDC80 TTK KEGG_MEDICUS_REFERENCE_REGULATION_OF_COMPLEMENT_CASCADE_CFHR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_REGULATION_OF_COMPLEMENT_CASCADE_CFHR CFH CFHR1 CFHR2 CFHR3 CFHR4 CFHR5 KEGG_MEDICUS_REFERENCE_REGULATION_OF_COMPLEMENT_CASCADE_MAC_INHIBITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_REGULATION_OF_COMPLEMENT_CASCADE_MAC_INHIBITION C6 C7 C8A C8B C8G C9 CD59 CLU VTN KEGG_MEDICUS_REFERENCE_REGULATION_OF_FIBRINOLYTIC_SYSTEM_C1INH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_REGULATION_OF_FIBRINOLYTIC_SYSTEM_C1INH C1R C1S MASP1 MASP2 PLAU SERPING1 KEGG_MEDICUS_REFERENCE_REGULATION_OF_FIBRINOLYTIC_SYSTEM_PAI https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_REGULATION_OF_FIBRINOLYTIC_SYSTEM_PAI PLAT PLAU SERPINA5 SERPINB2 SERPINE1 SERPINE2 KEGG_MEDICUS_REFERENCE_REGULATION_OF_GF_RTK_RAS_ERK_SIGNALING_MRAS_SHOC2_PP1_HOLOPHOSPHATASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_REGULATION_OF_GF_RTK_RAS_ERK_SIGNALING_MRAS_SHOC2_PP1_HOLOPHOSPHATASE ARAF BRAF MRAS PPP1CA PPP1CB PPP1CC RAF1 SHOC2 KEGG_MEDICUS_REFERENCE_REGULATION_OF_GF_RTK_RAS_ERK_SIGNALING_PATHWAY_ADAPTOR_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_REGULATION_OF_GF_RTK_RAS_ERK_SIGNALING_PATHWAY_ADAPTOR_PROTEINS GAB1 GAB2 GRB2 PTPN11 SHC1 SHC2 SHC3 SHC4 SOS1 SOS2 KEGG_MEDICUS_REFERENCE_REGULATION_OF_GF_RTK_RAS_ERK_SIGNALING_PTP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_REGULATION_OF_GF_RTK_RAS_ERK_SIGNALING_PTP DUSP1 DUSP10 DUSP16 DUSP2 DUSP3 DUSP4 DUSP5 DUSP6 DUSP7 DUSP8 DUSP9 MAPK1 MAPK10 MAPK14 MAPK3 MAPK8 MAPK9 PTPN5 PTPN7 PTPRR KEGG_MEDICUS_REFERENCE_REGULATION_OF_GF_RTK_RAS_ERK_SIGNALING_RASGAP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_REGULATION_OF_GF_RTK_RAS_ERK_SIGNALING_RASGAP HRAS KRAS NRAS RASA1 RASA2 RASA3 RASA4 RASAL1 KEGG_MEDICUS_REFERENCE_REGULATION_OF_GF_RTK_RAS_ERK_SIGNALING_RAS_UBIQUITINATION_BY_CUL3_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_REGULATION_OF_GF_RTK_RAS_ERK_SIGNALING_RAS_UBIQUITINATION_BY_CUL3_COMPLEX CUL3 HRAS KRAS LZTR1 NRAS RIT1 KEGG_MEDICUS_REFERENCE_REGULATION_OF_GF_RTK_RAS_ERK_SIGNALING_SPRED_AND_NF1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_REGULATION_OF_GF_RTK_RAS_ERK_SIGNALING_SPRED_AND_NF1 HRAS KRAS NF1 NRAS SPRED1 SPRED2 KEGG_MEDICUS_REFERENCE_REGULATION_OF_GF_RTK_RAS_ERK_SIGNALING_UBIQUITINATION_OF_RTK_BY_CBL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_REGULATION_OF_GF_RTK_RAS_ERK_SIGNALING_UBIQUITINATION_OF_RTK_BY_CBL CBL CSF1R EGFR EPHA2 ERBB2 ERBB3 ERBB4 FGFR1 FGFR2 FGFR3 FGFR4 FLT1 FLT3 FLT4 IGF1R INSR KDR KIT MET NGFR NTRK1 NTRK2 PDGFRA PDGFRB TEK KEGG_MEDICUS_REFERENCE_REGULATION_OF_SERCA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_REGULATION_OF_SERCA ATP2A1 ATP2A2 ATP2A3 C4orf3 ELN MLN PLN SLN KEGG_MEDICUS_REFERENCE_REGULATION_OF_TNF_NFKB_SIGNALING_PATHWAY_LUBAC_MEDIATED_LINEAR_UBIQUITINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_REGULATION_OF_TNF_NFKB_SIGNALING_PATHWAY_LUBAC_MEDIATED_LINEAR_UBIQUITINATION IKBKG RBCK1 RIPK1 RNF31 SHARPIN TNFRSF1A KEGG_MEDICUS_REFERENCE_RELN_VLDLR_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_RELN_VLDLR_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 DAB1 MTOR PIK3CA PIK3CB PIK3CD RELN RHEB RPS6KB1 RPS6KB2 TSC1 TSC2 VLDLR KEGG_MEDICUS_REFERENCE_RENIN_ANGIOTENSIN_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_RENIN_ANGIOTENSIN_SIGNALING_PATHWAY ACE AGT AGTR1 AGTR2 REN KEGG_MEDICUS_REFERENCE_RETROGRADE_AXONAL_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_RETROGRADE_AXONAL_TRANSPORT ACTR10 ACTR1A ACTR1B DCTN1 DCTN2 DCTN3 DCTN4 DCTN5 DCTN6 DNAH1 DNAH10 DNAH11 DNAH12 DNAH17 DNAH2 DNAH3 DNAH5 DNAH6 DNAH7 DNAH8 DNAH9 DNAI1 DNAI2 DNAL1 DNAL4 DNALI1 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA8 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 KEGG_MEDICUS_REFERENCE_RIG_I_IRF7_3_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_RIG_I_IRF7_3_SIGNALING_PATHWAY AZI2 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IKBKE IRF3 IRF7 MAVS RIGI TANK TBK1 TBKBP1 TRAF3 KEGG_MEDICUS_REFERENCE_RIG_I_NFKB_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_RIG_I_NFKB_SIGNALING_PATHWAY CHUK IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IKBKB IKBKG MAVS NFKB1 NFKBIA RELA RIGI KEGG_MEDICUS_REFERENCE_RTK_PLCG_ITPR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_RTK_PLCG_ITPR_SIGNALING_PATHWAY EGF EGFR ERBB2 ERBB3 ERBB4 FGF1 FGF10 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFR4 FLT1 FLT4 GDNF HGF ITPR1 ITPR2 ITPR3 KDR MET MST1 MST1R NGF NTRK1 NTRK2 NTRK3 PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PLCG1 PLCG2 RET VEGFA VEGFB VEGFC VEGFD KEGG_MEDICUS_REFERENCE_SEROTONIN_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_SEROTONIN_METABOLISM DDC MAOA MAOB TPH1 TPH2 KEGG_MEDICUS_REFERENCE_SIALYL_LEWIS_X_ANTIGEN_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_SIALYL_LEWIS_X_ANTIGEN_BIOSYNTHESIS FUT3 FUT4 FUT5 FUT6 FUT7 ST3GAL6 KEGG_MEDICUS_REFERENCE_SKELETAL_TYPE_VGCC_RYR_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_SKELETAL_TYPE_VGCC_RYR_SIGNALING ASPH CACNA1S CACNA2D1 CACNA2D2 CACNA2D3 CACNA2D4 CACNB1 CACNB2 CACNB3 CACNB4 CACNG1 CACNG2 CACNG3 CACNG4 CACNG5 CACNG6 CACNG7 CASQ1 CASQ2 RYR1 TRDN KEGG_MEDICUS_REFERENCE_SPINDLE_ASSEMBLY_CHECKPOINT_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_SPINDLE_ASSEMBLY_CHECKPOINT_SIGNALING ANAPC1 ANAPC10 ANAPC11 ANAPC13 ANAPC2 ANAPC4 ANAPC5 ANAPC7 BUB1B BUB3 CDC16 CDC20 CDC23 CDC26 CDC27 ESPL1 MAD1L1 MAD2L1 MAD2L2 PTTG1 PTTG2 KEGG_MEDICUS_REFERENCE_STEROID_HORMONE_BIOSYNTHESIS_PROGESTERONE_TO_CORTISOL_CORTISONE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_STEROID_HORMONE_BIOSYNTHESIS_PROGESTERONE_TO_CORTISOL_CORTISONE CYP11B1 CYP11B2 CYP17A1 CYP21A2 HSD11B2 KEGG_MEDICUS_REFERENCE_STRAD_STK11_TSC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_STRAD_STK11_TSC_SIGNALING_PATHWAY PRKAA1 PRKAA2 STK11 STRADA STRADB TBC1D7 TSC1 TSC2 KEGG_MEDICUS_REFERENCE_TAC3_TACR3_PLC_PKC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TAC3_TACR3_PLC_PKC_SIGNALING_PATHWAY GNAQ PLCB1 PLCB2 PLCB3 PLCB4 PRKCA PRKCB PRKCG TAC3 TACR3 KEGG_MEDICUS_REFERENCE_TBK1_MEDIATED_AUTOPHAGOSOME_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TBK1_MEDIATED_AUTOPHAGOSOME_FORMATION CALCOCO2 MAP1LC3A MAP1LC3B MAP1LC3B2 MAP1LC3C NBR1 OPTN SQSTM1 TAX1BP1 TBK1 KEGG_MEDICUS_REFERENCE_TCR_PLCG_ITPR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TCR_PLCG_ITPR_SIGNALING_PATHWAY CD247 CD3D CD3E CD3G CD4 FYN GRAP2 ITPR1 ITPR2 ITPR3 LAT LCK LCP2 PLCG1 PLCG2 VAV1 VAV2 VAV3 ZAP70 KEGG_MEDICUS_REFERENCE_TELOMERE_ELONGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TELOMERE_ELONGATION ACD CTC1 DKC1 GAR1 NHP2 NOP10 POT1 RTEL1 RUVBL1 RUVBL2 STN1 TEN1 TERC TERF1 TERF2 TERF2IP TERT TINF2 WRAP53 KEGG_MEDICUS_REFERENCE_TESTOSTERONE_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TESTOSTERONE_BIOSYNTHESIS AKR1C3 CYP17A1 HSD17B2 HSD17B3 HSD17B6 HSD17B8 HSD3B1 HSD3B2 SRD5A1 SRD5A2 SRD5A3 KEGG_MEDICUS_REFERENCE_TETHERING_OF_LATE_ENDOSOMES_AND_LYSOSOMES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TETHERING_OF_LATE_ENDOSOMES_AND_LYSOSOMES ARL8B PLEKHM1 RAB7A RAB7B VPS11 VPS16 VPS18 VPS33A VPS39 VPS41 KEGG_MEDICUS_REFERENCE_TGFA_EGFR_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TGFA_EGFR_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 EGFR MTOR PIK3CA PIK3CB PIK3CD TGFA KEGG_MEDICUS_REFERENCE_TGFA_EGFR_PLCG_PKC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TGFA_EGFR_PLCG_PKC_SIGNALING_PATHWAY EGFR ELK1 PLCG1 PLCG2 PRKCA PRKCB PRKCG TGFA KEGG_MEDICUS_REFERENCE_TGFA_EGFR_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TGFA_EGFR_RAS_ERK_SIGNALING_PATHWAY ARAF BRAF EGFR GRB2 HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS RAF1 SOS1 SOS2 TGFA KEGG_MEDICUS_REFERENCE_TGF_BETA_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TGF_BETA_SIGNALING_PATHWAY SMAD2 SMAD3 SMAD4 TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 KEGG_MEDICUS_REFERENCE_THYROID_HORMONE_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_THYROID_HORMONE_SIGNALING_PATHWAY ATP2A2 MYH6 RXRA RXRB RXRG SLC16A10 SLC16A2 THRA THRB KEGG_MEDICUS_REFERENCE_TIGHT_JUNCTION_ACTIN_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TIGHT_JUNCTION_ACTIN_SIGNALING_PATHWAY ACTB ACTG1 ACTR2 ACTR3 ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 ARPC5L CLDN1 CLDN10 CLDN11 CLDN14 CLDN15 CLDN16 CLDN17 CLDN18 CLDN19 CLDN2 CLDN20 CLDN22 CLDN23 CLDN24 CLDN25 CLDN3 CLDN34 CLDN4 CLDN5 CLDN6 CLDN7 CLDN8 CLDN9 CTTN OCLN TJP1 KEGG_MEDICUS_REFERENCE_TLR1_2_4_NFKB_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TLR1_2_4_NFKB_SIGNALING_PATHWAY CHUK IKBKB IKBKG IL12A IL12B IL6 IRAK1 IRAK4 MAP3K7 MYD88 NFKB1 NFKBIA RELA TAB2 TIRAP TLR1 TLR2 TLR4 TNF TRAF6 KEGG_MEDICUS_REFERENCE_TLR2_4_MAPK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TLR2_4_MAPK_SIGNALING_PATHWAY FOS IRAK1 IRAK4 JUN MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K6 MAP2K7 MAP3K7 MAPK1 MAPK10 MAPK11 MAPK12 MAPK13 MAPK14 MAPK3 MAPK8 MAPK9 MYD88 TAB2 TIRAP TLR2 TLR4 TRAF6 KEGG_MEDICUS_REFERENCE_TLR3_IRF3_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TLR3_IRF3_SIGNALING_PATHWAY CREBBP EP300 IFNB1 IKBKE IRF3 TBK1 TICAM1 TLR3 TRAF3 KEGG_MEDICUS_REFERENCE_TLR3_IRF7_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TLR3_IRF7_SIGNALING_PATHWAY IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IKBKE IRF7 TBK1 TICAM1 TLR3 TRAF3 KEGG_MEDICUS_REFERENCE_TLR3_NFKB_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TLR3_NFKB_SIGNALING_PATHWAY CHUK IKBKB IKBKG MAP3K7 NFKB1 NFKBIA RELA TICAM1 TLR3 TRAF6 KEGG_MEDICUS_REFERENCE_TLR4_IRF3_7_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TLR4_IRF3_7_SIGNALING_PATHWAY IFNB1 IKBKE IRF3 IRF7 TBK1 TICAM1 TICAM2 TLR4 TRAF3 KEGG_MEDICUS_REFERENCE_TLR5_NFKB_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TLR5_NFKB_SIGNALING_PATHWAY CHUK IKBKB IKBKG IL12A IL12B IL6 IRAK1 IRAK4 MAP3K7 MYD88 NFKB1 NFKBIA RELA TAB2 TLR5 TNF TRAF6 KEGG_MEDICUS_REFERENCE_TLR7_8_9_IRF5_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TLR7_8_9_IRF5_SIGNALING_PATHWAY IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IRAK1 IRAK4 IRF5 MYD88 TLR7 TLR8 TLR9 TRAF6 KEGG_MEDICUS_REFERENCE_TLR7_9_IRF7_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TLR7_9_IRF7_SIGNALING_PATHWAY IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IRAK1 IRAK4 IRF7 MYD88 TLR7 TLR9 KEGG_MEDICUS_REFERENCE_TNF_JNK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TNF_JNK_SIGNALING_PATHWAY FOS JUN MAP2K4 MAP2K7 MAP3K7 MAPK10 MAPK8 MAPK9 RIPK1 TAB1 TAB2 TNF TNFRSF1A TRADD TRAF2 TRAF5 KEGG_MEDICUS_REFERENCE_TNF_NFKB_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TNF_NFKB_SIGNALING_PATHWAY CHUK IKBKB IKBKG MAP3K7 NFKB1 NFKBIA RELA RIPK1 TAB1 TAB2 TAB3 TNF TNFRSF1A TRADD TRAF2 TRAF5 KEGG_MEDICUS_REFERENCE_TNF_P38_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TNF_P38_SIGNALING_PATHWAY ATF2 ATF4 ATF6B CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 MAP2K3 MAP2K6 MAP3K7 MAPK14 RIPK1 RPS6KA4 RPS6KA5 TAB1 TAB2 TNF TNFRSF1A TRADD TRAF2 TRAF5 KEGG_MEDICUS_REFERENCE_TNF_RIPK1_3_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TNF_RIPK1_3_SIGNALING_PATHWAY RIPK1 RIPK3 TNF TNFRSF1A TRADD TRAF2 TRAF5 KEGG_MEDICUS_REFERENCE_TRAIP_DEPENDENT_REPLISOME_DISASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TRAIP_DEPENDENT_REPLISOME_DISASSEMBLY CDC45 GINS1 GINS2 GINS3 GINS4 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 NPLOC4 TRAIP UBB UFD1 VCP KEGG_MEDICUS_REFERENCE_TRANSCRIPTIONAL_ACTIVATION_BY_ACETYLATION_OF_H3K27 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TRANSCRIPTIONAL_ACTIVATION_BY_ACETYLATION_OF_H3K27 AUTS2 DCAF7 EP300 FBRS H3-3A H3-3B H3C1 H3C2 PCGF3 PCGF5 RING1 RNF2 RYBP TEX10 YAF2 KEGG_MEDICUS_REFERENCE_TRANSCRIPTION_COUPLED_NER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TRANSCRIPTION_COUPLED_NER CCNH CDK7 CUL4A DDB1 ERCC2 ERCC3 ERCC6 ERCC8 GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 MNAT1 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2J2 POLR2J3 POLR2K POLR2L POLR2M RBX1 UVSSA KEGG_MEDICUS_REFERENCE_TRANSLATION_INITIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TRANSLATION_INITIATION FAU RPL10 RPL10A RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL23 RPL23A RPL24 RPL26 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL37 RPL37A RPL38 RPL39 RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS7 RPS8 RPS9 RPSA UBA52 KEGG_MEDICUS_REFERENCE_TRANSPORT_OF_CALCIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TRANSPORT_OF_CALCIUM GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D KEGG_MEDICUS_REFERENCE_TRAPPI_RAB1_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TRAPPI_RAB1_SIGNALING_PATHWAY RAB1A RAB1B TRAPPC1 TRAPPC2 TRAPPC3 TRAPPC4 TRAPPC5 TRAPPC6A TRAPPC6B KEGG_MEDICUS_REFERENCE_TRH_TRHR_PLCB_PKC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TRH_TRHR_PLCB_PKC_SIGNALING_PATHWAY GNA11 GNAQ PLCB1 PLCB2 PLCB3 PLCB4 PRKCA PRKCB PRKCG TRH TRHR TSHB KEGG_MEDICUS_REFERENCE_TSC1_2_MTORC1_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TSC1_2_MTORC1_SIGNALING_PATHWAY AKT1S1 DEPTOR MLST8 MTOR RHEB RPTOR TBC1D7 TELO2 TSC1 TSC2 TTI1 KEGG_MEDICUS_REFERENCE_TSH_DUOX2_TG_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TSH_DUOX2_TG_SIGNALING_PATHWAY DUOX2 GNAQ PLCB1 PLCB2 PLCB3 PLCB4 PRKCA PRKCB PRKCG TG TSHB TSHR KEGG_MEDICUS_REFERENCE_TSH_TG_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TSH_TG_SIGNALING_PATHWAY ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ATF2 ATF4 ATF6B CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 GNAS PAX8 PRKACA PRKACB PRKACG TG TSHB TSHR TTF1 TTF2 KEGG_MEDICUS_REFERENCE_TYPE_II_INTERFERON_TO_JAK_STAT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TYPE_II_INTERFERON_TO_JAK_STAT_SIGNALING_PATHWAY IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNG IFNGR1 IFNGR2 IL27 JAK1 JAK2 STAT1 STAT3 KEGG_MEDICUS_REFERENCE_TYPE_I_IFN_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TYPE_I_IFN_SIGNALING_PATHWAY EIF2AK2 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR1 IFNAR2 IFNB1 IRF7 IRF9 JAK1 STAT1 STAT2 TYK2 KEGG_MEDICUS_REFERENCE_TYPE_I_INTERFERON_TO_JAK_STAT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TYPE_I_INTERFERON_TO_JAK_STAT_SIGNALING_PATHWAY IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR1 IFNAR2 IFNB1 IFNE IFNK IFNW1 IRF9 JAK1 STAT1 STAT2 TYK2 KEGG_MEDICUS_REFERENCE_TYROSINE_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TYROSINE_DEGRADATION FAH GSTZ1 HGD HPD TAT KEGG_MEDICUS_REFERENCE_UREA_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_UREA_CYCLE ARG1 ARG2 ASL ASS1 CPS1 OTC KEGG_MEDICUS_REFERENCE_VALINE_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_VALINE_DEGRADATION ACAD8 ACADM ACADS ALDH6A1 ECHS1 HADHA HIBADH HIBCH KEGG_MEDICUS_REFERENCE_VGCC_CA2_APOPTOTIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_VGCC_CA2_APOPTOTIC_PATHWAY APAF1 CACNA1A CACNA1B CACNA1C CACNA1D CACNA1E CACNA1F CACNA1G CACNA1H CACNA1I CACNA1S CASP3 CASP7 CASP9 CYCS MCU SLC25A31 SLC25A4 SLC25A5 SLC25A6 VDAC1 VDAC2 VDAC3 KEGG_MEDICUS_REFERENCE_V_D_J_RECOMBINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_V_D_J_RECOMBINATION DCLRE1C DNTT LIG4 NHEJ1 POLL POLM PRKDC RAG1 RAG2 XRCC4 XRCC5 XRCC6 KEGG_MEDICUS_REFERENCE_WEE1_CELL_CYCLE_G2_M https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_WEE1_CELL_CYCLE_G2_M ATR CCNB1 CCNB2 CCNB3 CDK1 CHEK1 WEE1 KEGG_MEDICUS_REFERENCE_WNT5A_ROR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_WNT5A_ROR_SIGNALING_PATHWAY DVL1 DVL2 DVL3 FZD1 FZD10 FZD2 FZD3 FZD4 FZD5 FZD6 FZD7 FZD8 FZD9 ROR1 ROR2 WNT5A KEGG_MEDICUS_REFERENCE_WNT_SIGNALING_MODULATION_LGR_RSPO https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_WNT_SIGNALING_MODULATION_LGR_RSPO FZD1 FZD10 FZD2 FZD3 FZD4 FZD5 FZD6 FZD7 FZD8 FZD9 LGR4 LGR5 LGR6 RNF43 RSPO1 RSPO2 RSPO3 RSPO4 ZNRF3 KEGG_MEDICUS_REFERENCE_WNT_SIGNALING_MODULATION_SOST_LRP4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_WNT_SIGNALING_MODULATION_SOST_LRP4 FZD1 FZD10 FZD2 FZD3 FZD4 FZD5 FZD6 FZD7 FZD8 FZD9 LRP4 LRP5 LRP6 SOST KEGG_MEDICUS_REFERENCE_WNT_SIGNALING_MODULATION_WNT_ACYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_WNT_SIGNALING_MODULATION_WNT_ACYLATION PORCN WNT1 WNT10A WNT10B WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT8A WNT8B WNT9A WNT9B KEGG_MEDICUS_REFERENCE_WNT_SIGNALING_MODULATION_WNT_INHIBITOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_WNT_SIGNALING_MODULATION_WNT_INHIBITOR CER1 FRZB NOTUM SFRP1 SFRP2 SFRP4 SFRP5 TRABD2A TRABD2B WIF1 WNT1 WNT10A WNT10B WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT8A WNT8B WNT9A WNT9B KEGG_MEDICUS_REFERENCE_WNT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_WNT_SIGNALING_PATHWAY APC AXIN1 AXIN2 CCND1 CTNNB1 DVL1 DVL2 DVL3 FRAT1 FRAT2 FZD1 FZD10 FZD2 FZD3 FZD4 FZD5 FZD6 FZD7 FZD8 FZD9 GSK3B LEF1 LRP5 LRP6 MYC TCF7 TCF7L1 TCF7L2 WNT1 WNT10A WNT10B WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT8A WNT8B WNT9A WNT9B KEGG_MEDICUS_VARIANT_AMPLIFIED_CCND1_TO_CELL_CYCLE_G1_S https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_AMPLIFIED_CCND1_TO_CELL_CYCLE_G1_S CCND1 CDK4 E2F1 E2F2 E2F3 RB1 KEGG_MEDICUS_VARIANT_AMPLIFIED_CCNE_TO_CELL_CYCLE_G1_S https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_AMPLIFIED_CCNE_TO_CELL_CYCLE_G1_S CCNE1 CDK2 E2F1 E2F2 E2F3 RB1 KEGG_MEDICUS_VARIANT_AMPLIFIED_CDK4_TO_CELL_CYCLE_G1_S https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_AMPLIFIED_CDK4_TO_CELL_CYCLE_G1_S CCND1 CCND2 CCND3 CDK4 E2F1 E2F2 E2F3 RB1 KEGG_MEDICUS_VARIANT_AMPLIFIED_EGFR_TO_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_AMPLIFIED_EGFR_TO_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 EGFR MTOR PIK3CA PIK3CB PIK3CD KEGG_MEDICUS_VARIANT_AMPLIFIED_EGFR_TO_PLCG_CAMK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_AMPLIFIED_EGFR_TO_PLCG_CAMK_SIGNALING_PATHWAY CALM1 CALM2 CALM3 CAMK1 CAMK1D CAMK1G CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 EGFR PLCG1 PLCG2 KEGG_MEDICUS_VARIANT_AMPLIFIED_EGFR_TO_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_AMPLIFIED_EGFR_TO_RAS_ERK_SIGNALING_PATHWAY ARAF BRAF EGFR GRB2 HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS RAF1 SOS1 SOS2 KEGG_MEDICUS_VARIANT_AMPLIFIED_FGFR_TO_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_AMPLIFIED_FGFR_TO_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 FGFR1 FGFR2 MTOR PIK3CA PIK3CB PIK3CD KEGG_MEDICUS_VARIANT_AMPLIFIED_FGFR_TO_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_AMPLIFIED_FGFR_TO_RAS_ERK_SIGNALING_PATHWAY ARAF BRAF FGFR1 FGFR2 GRB2 HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS RAF1 SOS1 SOS2 KEGG_MEDICUS_VARIANT_AMPLIFIED_MDM2_TO_P21_CELL_CYCLE_G1_S https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_AMPLIFIED_MDM2_TO_P21_CELL_CYCLE_G1_S CCND1 CCND2 CCND3 CDK4 CDK6 CDKN1A E2F1 E2F2 E2F3 MDM2 RB1 TP53 KEGG_MEDICUS_VARIANT_AMPLIFIED_MET_TO_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_AMPLIFIED_MET_TO_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 GAB1 MET MTOR PIK3CA PIK3CB PIK3CD KEGG_MEDICUS_VARIANT_AMPLIFIED_MYCN_TO_TRANSCRIPTIONAL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_AMPLIFIED_MYCN_TO_TRANSCRIPTIONAL_ACTIVATION BMI1 MAX MDM2 MYCN PTK2 TP53 KEGG_MEDICUS_VARIANT_AMPLIFIED_MYCN_TO_TRANSCRIPTIONAL_REPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_AMPLIFIED_MYCN_TO_TRANSCRIPTIONAL_REPRESSION MAX MYCN NGFR NTRK1 SP1 ZBTB17 KEGG_MEDICUS_VARIANT_AMPLIFIED_MYC_TO_CELL_CYCLE_G1_S https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_AMPLIFIED_MYC_TO_CELL_CYCLE_G1_S CCND1 CCND2 CCND3 CDK4 CDK6 E2F1 E2F2 E2F3 MAX MYC RB1 KEGG_MEDICUS_VARIANT_AMPLIFIED_MYC_TO_P15_CELL_CYCLE_G1_S https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_AMPLIFIED_MYC_TO_P15_CELL_CYCLE_G1_S CCND1 CCND2 CCND3 CDK4 CDK6 CDKN2B E2F1 E2F2 E2F3 MAX MYC RB1 ZBTB17 KEGG_MEDICUS_VARIANT_AMPLIFIED_MYC_TO_P27_CELL_CYCLE_G1_S https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_AMPLIFIED_MYC_TO_P27_CELL_CYCLE_G1_S CCNE1 CCNE2 CDK2 CDKN1B CKS1B CUL1 E2F1 E2F2 E2F3 MAX MYC RB1 RBX1 SKP1 SKP2 KEGG_MEDICUS_VARIANT_AMPLIFIED_PDGFR_TO_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_AMPLIFIED_PDGFR_TO_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 MTOR PDGFRA PIK3CA PIK3CB PIK3CD KEGG_MEDICUS_VARIANT_AMPLIFIED_PDGFR_TO_PLCG_CAMK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_AMPLIFIED_PDGFR_TO_PLCG_CAMK_SIGNALING_PATHWAY CALM1 CALM2 CALM3 CAMK1 CAMK1D CAMK1G CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 PDGFRA PLCG1 PLCG2 KEGG_MEDICUS_VARIANT_AMPLIFIED_PDGFR_TO_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_AMPLIFIED_PDGFR_TO_RAS_ERK_SIGNALING_PATHWAY ARAF BRAF GRB2 HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS PDGFRA RAF1 SOS1 SOS2 KEGG_MEDICUS_VARIANT_AMPLIFIED_REL_TO_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_AMPLIFIED_REL_TO_TRANSCRIPTION BCL2A1 BCL2L1 BIRC3 CCND2 CD40 CD86 REL TRAF1 KEGG_MEDICUS_VARIANT_AREG_OVEREXPRESSION_TO_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_AREG_OVEREXPRESSION_TO_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 AREG EGFR PIK3CA PIK3CB PIK3CD RPS6KB1 RPS6KB2 KEGG_MEDICUS_VARIANT_BCL2_OVEREXPRESSION_TO_INTRINSIC_APOPTOTIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_BCL2_OVEREXPRESSION_TO_INTRINSIC_APOPTOTIC_PATHWAY APAF1 BAX BCL2 CASP3 CASP7 CASP9 CYCS KEGG_MEDICUS_VARIANT_BCR_ABL_FUSION_KINASE_TO_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_BCR_ABL_FUSION_KINASE_TO_PI3K_SIGNALING_PATHWAY ABL1 AKT1 AKT2 AKT3 BAD CBL CRK CRKL PIK3CA PIK3CB PIK3CD KEGG_MEDICUS_VARIANT_BCR_ABL_FUSION_KINASE_TO_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_BCR_ABL_FUSION_KINASE_TO_RAS_ERK_SIGNALING_PATHWAY ABL1 ARAF BRAF GRB2 HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS RAF1 SOS1 SOS2 KEGG_MEDICUS_VARIANT_CDH1_REDUCED_EXPRESSION_TO_BETA_CATENIN_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_CDH1_REDUCED_EXPRESSION_TO_BETA_CATENIN_SIGNALING_PATHWAY CCND1 CDH1 CTNNB1 LEF1 MYC TCF7 TCF7L1 TCF7L2 KEGG_MEDICUS_VARIANT_CYP11B1_CYP11B2_FUSION_TO_ACTH_CORTISOL_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_CYP11B1_CYP11B2_FUSION_TO_ACTH_CORTISOL_SIGNALING_PATHWAY ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ATF2 ATF4 ATF6B CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 CYP11B2 GNAS MC2R MRAP NR4A1 NR5A1 PBX1 POMC PRKACA PRKACB PRKACG SP1 KEGG_MEDICUS_VARIANT_DAB1_OVEREXPRESSION_TO_RELN_VLDLR_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_DAB1_OVEREXPRESSION_TO_RELN_VLDLR_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 DAB1 PIK3CA PIK3CB PIK3CD RELN VLDLR KEGG_MEDICUS_VARIANT_DELETED_DMD_TO_DYSTROPHIN_ASSOCIATED_PROTEIN_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_DELETED_DMD_TO_DYSTROPHIN_ASSOCIATED_PROTEIN_COMPLEX ACTB ACTG1 DAG1 DMD DTNA SNTA1 SNTB1 SNTB2 SNTG1 SNTG2 KEGG_MEDICUS_VARIANT_DUPLICATION_OR_MUTATION_ACTIVATED_FLT3_TO_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_DUPLICATION_OR_MUTATION_ACTIVATED_FLT3_TO_RAS_ERK_SIGNALING_PATHWAY ARAF BRAF FLT3 GRB2 HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS RAF1 SOS1 SOS2 KEGG_MEDICUS_VARIANT_DUPLICATION_OR_MUTATION_ACTIVATED_FLT3_TO_RAS_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_DUPLICATION_OR_MUTATION_ACTIVATED_FLT3_TO_RAS_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 BAD FLT3 GRB2 HRAS KRAS NRAS PIK3CA PIK3CB PIK3CD SOS1 SOS2 KEGG_MEDICUS_VARIANT_EGFR_OVEREXPRESSION_TO_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_EGFR_OVEREXPRESSION_TO_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 EGFR MTOR PIK3CA PIK3CB PIK3CD RPS6KB1 RPS6KB2 KEGG_MEDICUS_VARIANT_EGF_OVEREXPRESSION_TO_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_EGF_OVEREXPRESSION_TO_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 EGF EGFR PIK3CA PIK3CB PIK3CD KEGG_MEDICUS_VARIANT_EGF_OVEREXPRESSION_TO_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_EGF_OVEREXPRESSION_TO_RAS_ERK_SIGNALING_PATHWAY ARAF BRAF EGF EGFR GRB2 HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS RAF1 SOS1 SOS2 KEGG_MEDICUS_VARIANT_EML4_ALK_FUSION_KINASE_TO_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_EML4_ALK_FUSION_KINASE_TO_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 ALK BAD PIK3CA PIK3CB PIK3CD KEGG_MEDICUS_VARIANT_EML4_ALK_FUSION_KINASE_TO_PLCG_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_EML4_ALK_FUSION_KINASE_TO_PLCG_ERK_SIGNALING_PATHWAY ALK ARAF BRAF CCND1 MAP2K1 MAP2K2 MAPK1 MAPK3 PLCG1 PLCG2 PRKCA PRKCB PRKCG RAF1 KEGG_MEDICUS_VARIANT_EML4_ALK_FUSION_KINASE_TO_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_EML4_ALK_FUSION_KINASE_TO_RAS_ERK_SIGNALING_PATHWAY ALK ARAF BRAF CCND1 HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS RAF1 KEGG_MEDICUS_VARIANT_ERBB2_OVEREXPRESSION_TO_EGF_JAK_STAT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_ERBB2_OVEREXPRESSION_TO_EGF_JAK_STAT_SIGNALING_PATHWAY EGF EGFR ERBB2 JAK1 STAT1 STAT3 VEGFA KEGG_MEDICUS_VARIANT_ERBB2_OVEREXPRESSION_TO_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_ERBB2_OVEREXPRESSION_TO_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 EGF EGFR ERBB2 MTOR PIK3CA PIK3CB PIK3CD RPS6KB1 RPS6KB2 KEGG_MEDICUS_VARIANT_EREG_OVEREXPRESSION_TO_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_EREG_OVEREXPRESSION_TO_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 EGFR EREG PIK3CA PIK3CB PIK3CD RPS6KB1 RPS6KB2 KEGG_MEDICUS_VARIANT_EWSR1_WT1_FUSION_TO_TRANSCRIPTIONAL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_EWSR1_WT1_FUSION_TO_TRANSCRIPTIONAL_ACTIVATION BAIAP3 IL2RB MLF1 PDGFA TSPAN7 WT1 KEGG_MEDICUS_VARIANT_FZD7_OVEREXPRESSION_TO_WNT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_FZD7_OVEREXPRESSION_TO_WNT_SIGNALING_PATHWAY APC AXIN1 AXIN2 CCND1 CTNNB1 DVL1 DVL2 DVL3 FRAT1 FRAT2 FZD7 GSK3B LEF1 LRP5 LRP6 MYC TCF7 TCF7L1 TCF7L2 WNT1 WNT10A WNT10B WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT8A WNT8B WNT9A WNT9B KEGG_MEDICUS_VARIANT_HRAS_OVEREXPRESSION_TO_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_HRAS_OVEREXPRESSION_TO_ERK_SIGNALING_PATHWAY ARAF BRAF HRAS MAP2K1 MAP2K2 MAPK1 MAPK3 MYC RAF1 RPS6KA5 KEGG_MEDICUS_VARIANT_IGF2_OVEREXPRESSION_TO_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_IGF2_OVEREXPRESSION_TO_RAS_ERK_SIGNALING_PATHWAY ARAF BRAF GRB2 HRAS IGF1R IGF2 KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS RAF1 SOS1 SOS2 KEGG_MEDICUS_VARIANT_IGH_MMSET_FUSION_TO_TRANSCRIPTIONAL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_IGH_MMSET_FUSION_TO_TRANSCRIPTIONAL_ACTIVATION CCND2 H3-3A H3-3B H3-4 H3-5 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 NSD2 KEGG_MEDICUS_VARIANT_LOSS_OF_CDKN1B_TO_P27_CELL_CYCLE_G1_S https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_LOSS_OF_CDKN1B_TO_P27_CELL_CYCLE_G1_S CCNE1 CCNE2 CDK2 CDKN1B E2F1 E2F2 E2F3 RB1 KEGG_MEDICUS_VARIANT_LOSS_OF_RASSF1_TO_RAS_RASSF1_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_LOSS_OF_RASSF1_TO_RAS_RASSF1_SIGNALING_PATHWAY HRAS KRAS NRAS RASSF1 RASSF5 STK4 KEGG_MEDICUS_VARIANT_LOSS_OF_VHL_TO_HIF_1_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_LOSS_OF_VHL_TO_HIF_1_SIGNALING_PATHWAY ARNT CUL2 ELOB ELOC HIF1A PDGFB RBX1 SLC2A1 TGFA TGFB1 TGFB2 TGFB3 VEGFA VHL KEGG_MEDICUS_VARIANT_LRP6_OVEREXPRESSION_TO_WNT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_LRP6_OVEREXPRESSION_TO_WNT_SIGNALING_PATHWAY APC AXIN1 AXIN2 CCND1 CTNNB1 DVL1 DVL2 DVL3 FRAT1 FRAT2 FZD1 FZD10 FZD2 FZD3 FZD4 FZD5 FZD6 FZD7 FZD8 FZD9 GSK3B LEF1 LRP6 MYC TCF7 TCF7L1 TCF7L2 WNT1 WNT10A WNT10B WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT8A WNT8B WNT9A WNT9B KEGG_MEDICUS_VARIANT_MET_OVEREXPRESSION_TO_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MET_OVEREXPRESSION_TO_RAS_ERK_SIGNALING_PATHWAY ARAF BRAF GRB2 HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 MET NRAS RAF1 SOS1 SOS2 KEGG_MEDICUS_VARIANT_MLL_AF4_FUSION_TO_TRANSCRIPTIONAL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MLL_AF4_FUSION_TO_TRANSCRIPTIONAL_ACTIVATION AFF1 BMP2K CCNT1 CCNT2 CDK14 CDK9 CDKN1B DOT1L FLT3 HMGA2 HOXA10 HOXA9 IGF1R JMJD1C KDM6A KLF3 KMT2A LMO2 MEF2C MLLT1 MLLT3 PBX3 PROM1 RUNX2 SMAD1 SUPT3H KEGG_MEDICUS_VARIANT_MLL_ENL_FUSION_TO_TRANSCRIPTIONAL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MLL_ENL_FUSION_TO_TRANSCRIPTIONAL_ACTIVATION CDKN2C EYA1 FUT8 GRIA3 HOXA10 HOXA11 HOXA9 HPGD KMT2A MEIS1 MLLT1 SIX1 SIX4 KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_CACNA1D_H_TO_ANGIOTENSIN_ALDOSTERONE_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_CACNA1D_H_TO_ANGIOTENSIN_ALDOSTERONE_SIGNALING_PATHWAY ATF2 ATF4 ATF6B CACNA1D CACNA1H CALM1 CALM2 CALM3 CAMK1 CAMK1D CAMK1G CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 CYP11B2 KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_EGFR_TO_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_EGFR_TO_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 BAD EGFR PIK3CA PIK3CB PIK3CD KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_EGFR_TO_PLCG_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_EGFR_TO_PLCG_ERK_SIGNALING_PATHWAY ARAF BRAF CCND1 EGFR MAP2K1 MAP2K2 MAPK1 MAPK3 PLCG1 PLCG2 PRKCA PRKCB PRKCG RAF1 KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_EGFR_TO_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_EGFR_TO_RAS_ERK_SIGNALING_PATHWAY ARAF BRAF CCND1 EGFR GRB2 HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS RAF1 SOS1 SOS2 KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_FGFR3_TO_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_FGFR3_TO_RAS_ERK_SIGNALING_PATHWAY ARAF BRAF FGFR3 GRB2 HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 MYC NRAS RAF1 RPS6KA5 SOS1 SOS2 KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_GNAS_TO_ACTH_CORTISOL_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_GNAS_TO_ACTH_CORTISOL_SIGNALING_PATHWAY ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ATF2 ATF4 ATF6B CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 CYP11B1 GNAS NR4A1 NR5A1 PBX1 PRKACA PRKACB PRKACG SP1 STAR KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_GNAS_TO_CRHR_PKA_ACTH_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_GNAS_TO_CRHR_PKA_ACTH_SIGNALING_PATHWAY ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ATF2 ATF4 ATF6B CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 GNAS POMC PRKACA PRKACB PRKACG KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_GRM1_TO_MGLUR1_TRPC3_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_GRM1_TO_MGLUR1_TRPC3_SIGNALING_PATHWAY GNAQ GRM1 ITPR1 ITPR2 ITPR3 PLCB1 PLCB2 PLCB3 PLCB4 KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_ITPR1_TO_MGLUR1_TRPC3_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_ITPR1_TO_MGLUR1_TRPC3_SIGNALING_PATHWAY GNAQ GRM1 ITPR1 PLCB1 PLCB2 PLCB3 PLCB4 KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_KCNJ5_TO_ANGIOTENSIN_ALDOSTERONE_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_KCNJ5_TO_ANGIOTENSIN_ALDOSTERONE_SIGNALING_PATHWAY ATF2 ATF4 ATF6B CACNA1D CACNA1H CALM1 CALM2 CALM3 CAMK1 CAMK1D CAMK1G CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 CYP11B2 KCNJ5 KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_KIT_TO_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_KIT_TO_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 BAD KIT PIK3CA PIK3CB PIK3CD KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_KIT_TO_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_KIT_TO_RAS_ERK_SIGNALING_PATHWAY ARAF BRAF GRB2 HRAS KIT KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS RAF1 SOS1 SOS2 KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_KRAS_NRAS_TO_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_KRAS_NRAS_TO_ERK_SIGNALING_PATHWAY ARAF BRAF CCND1 KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS RAF1 KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_KRAS_NRAS_TO_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_KRAS_NRAS_TO_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 BAD KRAS NRAS PIK3CA PIK3CB PIK3CD KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_MET_TO_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_MET_TO_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 BAD GAB1 MET PIK3CA PIK3CB PIK3CD KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_MET_TO_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_MET_TO_RAS_ERK_SIGNALING_PATHWAY ARAF BRAF CCND1 GRB2 HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 MET NRAS RAF1 SOS1 SOS2 KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_PI3K_TO_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_PI3K_TO_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 MTOR PIK3CA RPS6KB1 RPS6KB2 KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_PRKACA_TO_ACTH_CORTISOL_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_PRKACA_TO_ACTH_CORTISOL_SIGNALING_PATHWAY ATF2 ATF4 ATF6B CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 CYP11B1 NR4A1 NR5A1 PBX1 PRKACA SP1 STAR KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_RET_TO_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_RET_TO_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 MTOR PIK3CA PIK3CB PIK3CD RET KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_SMO_TO_HEDGEHOG_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_SMO_TO_HEDGEHOG_SIGNALING_PATHWAY BMP2 BMP4 GLI1 GLI2 GLI3 HHIP KIF7 PTCH1 PTCH2 SMO SUFU WNT1 WNT10A WNT10B WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT8A WNT8B WNT9A WNT9B KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABBERANT_ATXN2_3_TO_MGLUR5_CA2_APOPTOTIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABBERANT_ATXN2_3_TO_MGLUR5_CA2_APOPTOTIC_PATHWAY ATXN2 ATXN3 CYCS GNAQ GRM1 ITPR1 MCU PLCB1 PLCB2 PLCB3 PLCB4 SLC25A31 SLC25A4 SLC25A5 SLC25A6 VDAC1 VDAC2 VDAC3 KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_ABETA_TO_26S_PROTEASOME_MEDIATED_PROTEIN_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_ABETA_TO_26S_PROTEASOME_MEDIATED_PROTEIN_DEGRADATION ADRM1 APP PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD6 PSMD7 PSMD8 PSMD9 SEM1 KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_ABETA_TO_AGE_RAGE_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_ABETA_TO_AGE_RAGE_SIGNALING_PATHWAY AGER APP ARAF BRAF HRAS IL6 KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NFKB1 NOS2 NRAS RAF1 RELA TNF KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_ABETA_TO_ANTEROGRADE_AXONAL_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_ABETA_TO_ANTEROGRADE_AXONAL_TRANSPORT APP CAPN1 CAPN2 CDK5 CDK5R1 CHRNA7 MAPT TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA8 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_ABETA_TO_CROSSTALK_BETWEEN_EXTRINSIC_AND_INTRINSIC_APOPTOTIC_PATHWAYS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_ABETA_TO_CROSSTALK_BETWEEN_EXTRINSIC_AND_INTRINSIC_APOPTOTIC_PATHWAYS APAF1 APP BAK1 BAX BID CASP3 CASP8 CASP9 CYCS FADD FAS KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_ABETA_TO_ELECTRON_TRANSFER_IN_COMPLEX_I https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_ABETA_TO_ELECTRON_TRANSFER_IN_COMPLEX_I APP CAPN1 CAPN2 CDK5 CDK5R1 CHRNA7 MAPT MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA3 NDUFA4 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFB1 NDUFB10 NDUFB11 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_ABETA_TO_ELECTRON_TRANSFER_IN_COMPLEX_IV https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_ABETA_TO_ELECTRON_TRANSFER_IN_COMPLEX_IV APP COX4I1 COX4I2 COX5A COX5B COX6A1 COX6A2 COX6B1 COX6B2 COX6C COX7A1 COX7A2 COX7A2L COX7B COX7C COX8A COX8C MT-CO1 MT-CO2 MT-CO3 KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_ABETA_TO_IRE1A_JNK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_ABETA_TO_IRE1A_JNK_SIGNALING_PATHWAY APP MAP2K7 MAP3K5 MAPK10 MAPK8 MAPK9 KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_ABETA_TO_MACHR_CA2_APOPTOTIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_ABETA_TO_MACHR_CA2_APOPTOTIC_PATHWAY APP CHRM1 CHRM3 CHRM5 CYCS GNAQ ITPR1 ITPR2 ITPR3 MCU PLCB1 PLCB2 PLCB3 PLCB4 SLC25A31 SLC25A4 SLC25A5 SLC25A6 VDAC1 VDAC2 VDAC3 KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_ABETA_TO_MGLUR5_CA2_APOPTOTIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_ABETA_TO_MGLUR5_CA2_APOPTOTIC_PATHWAY APAF1 APP CASP3 CASP9 CYCS GNAQ GRM5 ITPR1 ITPR2 ITPR3 MCU PLCB1 PLCB2 PLCB3 PLCB4 SLC25A31 SLC25A4 SLC25A5 SLC25A6 VDAC1 VDAC2 VDAC3 KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_ABETA_TO_TRANSPORT_OF_CALCIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_ABETA_TO_TRANSPORT_OF_CALCIUM APP CYCS GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D MCU SLC25A31 SLC25A4 SLC25A5 SLC25A6 VDAC1 VDAC2 VDAC3 KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_ABETA_TO_VGCC_CA2_APOPTOTIC_PATHWAY_N01004 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_ABETA_TO_VGCC_CA2_APOPTOTIC_PATHWAY_N01004 APP CACNA1C CACNA1D CACNA1F CACNA1S CYCS MCU SLC25A31 SLC25A4 SLC25A5 SLC25A6 VDAC1 VDAC2 VDAC3 KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_ABETA_TO_VGCC_CA2_APOPTOTIC_PATHWAY_N01006 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_ABETA_TO_VGCC_CA2_APOPTOTIC_PATHWAY_N01006 APP CYCS PPID SLC25A31 SLC25A4 SLC25A5 SLC25A6 VDAC1 VDAC2 VDAC3 KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_ATXN1_TO_RORA_MEDIATED_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_ATXN1_TO_RORA_MEDIATED_TRANSCRIPTION ATXN1 GRM1 ITPR1 KAT5 RORA SLC1A6 KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_DCTN1_TO_RETROGRADE_AXONAL_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_DCTN1_TO_RETROGRADE_AXONAL_TRANSPORT DCTN1 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA8 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_HTT_TO_26S_PROTEASOME_MEDIATED_PROTEIN_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_HTT_TO_26S_PROTEASOME_MEDIATED_PROTEIN_DEGRADATION ADRM1 HTT PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD6 PSMD7 PSMD8 PSMD9 SEM1 KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_HTT_TO_ANTEROGRADE_AXONAL_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_HTT_TO_ANTEROGRADE_AXONAL_TRANSPORT HTT KIF5A KIF5B KIF5C KLC1 KLC2 KLC3 KLC4 MAPK10 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA8 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_HTT_TO_AUTOPHAGY_VESICLE_NUCLEATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_HTT_TO_AUTOPHAGY_VESICLE_NUCLEATION AMBRA1 ATG14 BECN1 HTT PIK3C3 PIK3R4 KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_HTT_TO_CREB_MEDIATED_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_HTT_TO_CREB_MEDIATED_TRANSCRIPTION ATF2 ATF4 ATF6B CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 HTT PPARGC1A TAF4 KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_HTT_TO_ELECTRON_TRANSFER_IN_COMPLEX_III https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_HTT_TO_ELECTRON_TRANSFER_IN_COMPLEX_III CYC1 HTT MT-CYB UQCR10 UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRH UQCRHL UQCRQ KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_HTT_TO_MGLUR5_CA2_APOPTOTIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_HTT_TO_MGLUR5_CA2_APOPTOTIC_PATHWAY APAF1 CASP3 CASP7 CASP9 CYCS GNAQ GRM5 HTT ITPR1 ITPR2 ITPR3 MCU PLCB1 PLCB2 PLCB3 PLCB4 SLC25A31 SLC25A4 SLC25A5 SLC25A6 VDAC1 VDAC2 VDAC3 KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_HTT_TO_REST_MEDIATED_TRANSCRIPTIONAL_REPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_HTT_TO_REST_MEDIATED_TRANSCRIPTIONAL_REPRESSION BDNF HDAC1 HDAC2 HTT RCOR1 REST SIN3A KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_HTT_TO_RETROGRADE_AXONAL_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_HTT_TO_RETROGRADE_AXONAL_TRANSPORT ACTR10 ACTR1A ACTR1B DCTN1 DCTN2 DCTN3 DCTN4 DCTN5 DCTN6 DNAH1 DNAH10 DNAH11 DNAH12 DNAH17 DNAH2 DNAH3 DNAH5 DNAH6 DNAH7 DNAH8 DNAH9 DNAI1 DNAI2 DNAL1 DNAL4 DNALI1 HAP1 HTT TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA8 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_HTT_TO_TNF_JNK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_HTT_TO_TNF_JNK_SIGNALING_PATHWAY HTT MAP2K7 MAP3K10 MAPK10 MAPK8 MAPK9 KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_HTT_TO_TRANSPORT_OF_CALCIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_HTT_TO_TRANSPORT_OF_CALCIUM APAF1 CASP3 CASP9 CYCS DLG4 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D HTT MCU SLC25A31 SLC25A4 SLC25A5 SLC25A6 VDAC1 VDAC2 VDAC3 KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_PDYN_TO_TRANSPORT_OF_CALCIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_PDYN_TO_TRANSPORT_OF_CALCIUM GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D PDYN KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_PSEN1_TO_ANTEROGRADE_AXONAL_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_PSEN1_TO_ANTEROGRADE_AXONAL_TRANSPORT GSK3B KIF5A KIF5B KIF5C KLC1 KLC2 KLC3 KLC4 PSEN1 KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_PSEN1_TO_MGLUR5_CA2_APOPTOTIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_PSEN1_TO_MGLUR5_CA2_APOPTOTIC_PATHWAY CYCS ITPR1 ITPR2 ITPR3 MCU PSEN1 SLC25A31 SLC25A4 SLC25A5 SLC25A6 VDAC1 VDAC2 VDAC3 KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_PSEN_TO_MGLUR5_CA2_APOPTOTIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_PSEN_TO_MGLUR5_CA2_APOPTOTIC_PATHWAY APAF1 CASP3 CASP7 CASP9 CYCS MCU PSEN1 PSEN2 RYR3 SLC25A31 SLC25A4 SLC25A5 SLC25A6 VDAC1 VDAC2 VDAC3 KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_SNCA_TO_26S_PROTEASOME_MEDIATED_PROTEIN_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_SNCA_TO_26S_PROTEASOME_MEDIATED_PROTEIN_DEGRADATION ADRM1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD6 PSMD7 PSMD8 PSMD9 SEM1 SNCA KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_SNCA_TO_ANTEROGRADE_AXONAL_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_SNCA_TO_ANTEROGRADE_AXONAL_TRANSPORT KIF5A KIF5B KIF5C KLC1 KLC2 KLC3 KLC4 SNCA TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA8 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_SNCA_TO_ELECTRON_TRANSFER_IN_COMPLEX_I https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_SNCA_TO_ELECTRON_TRANSFER_IN_COMPLEX_I MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA3 NDUFA4 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFB1 NDUFB10 NDUFB11 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 SNCA KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_SNCA_TO_PERK_ATF4_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_SNCA_TO_PERK_ATF4_SIGNALING_PATHWAY ATF4 DDIT3 EIF2AK3 EIF2S1 HSPA5 SNCA KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_SNCA_TO_VGCC_CA2_APOPTOTIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_SNCA_TO_VGCC_CA2_APOPTOTIC_PATHWAY APAF1 CASP3 CASP9 CYCS MCU SLC25A31 SLC25A4 SLC25A5 SLC25A6 SNCA VDAC1 VDAC2 VDAC3 KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_SOD1_TO_26S_PROTEASOME_MEDIATED_PROTEIN_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_SOD1_TO_26S_PROTEASOME_MEDIATED_PROTEIN_DEGRADATION ADRM1 DERL1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD6 PSMD7 PSMD8 PSMD9 RPS27A SEM1 SOD1 UBA52 UBB UBC KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_SOD1_TO_INTRINSIC_APOPTOTIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_SOD1_TO_INTRINSIC_APOPTOTIC_PATHWAY APAF1 BAK1 BAX BCL2 CASP3 CASP9 CYCS SOD1 KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_SOD1_TO_PERK_ATF4_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_SOD1_TO_PERK_ATF4_SIGNALING_PATHWAY ATF4 DDIT3 EIF2AK3 EIF2S1 HSPA5 SOD1 KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_SOD1_TO_RETROGRADE_AXONAL_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_SOD1_TO_RETROGRADE_AXONAL_TRANSPORT ACTR10 ACTR1A ACTR1B DCTN1 DCTN2 DCTN3 DCTN4 DCTN5 DCTN6 DNAH1 DNAH10 DNAH11 DNAH12 DNAH17 DNAH2 DNAH3 DNAH5 DNAH6 DNAH7 DNAH8 DNAH9 DNAI1 DNAI2 DNAL1 DNAL4 DNALI1 SOD1 KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_SPTBN2_TO_MGLUR1_TRPC3_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_SPTBN2_TO_MGLUR1_TRPC3_SIGNALING_PATHWAY GNAQ GRM1 ITPR1 ITPR2 ITPR3 PLCB1 PLCB2 PLCB3 PLCB4 SPTBN2 KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_TDP43_TO_ELECTRON_TRANSFER_IN_COMPLEX_I https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_TDP43_TO_ELECTRON_TRANSFER_IN_COMPLEX_I MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA3 NDUFA4 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFB1 NDUFB10 NDUFB11 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 TARDBP KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_TUBA4A_TO_RETROGRADE_AXONAL_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_TUBA4A_TO_RETROGRADE_AXONAL_TRANSPORT ACTR10 ACTR1A ACTR1B DCTN1 DCTN2 DCTN3 DCTN4 DCTN5 DCTN6 DNAH1 DNAH10 DNAH11 DNAH12 DNAH17 DNAH2 DNAH3 DNAH5 DNAH6 DNAH7 DNAH8 DNAH9 DNAI1 DNAI2 DNAL1 DNAL4 DNALI1 TUBA4A KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_APC_TO_WNT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_APC_TO_WNT_SIGNALING_PATHWAY APC AXIN1 AXIN2 BIRC5 CCND1 CTNNB1 GSK3B LEF1 MYC TCF7 TCF7L1 TCF7L2 KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_ATP1A1_TO_ANGIOTENSIN_ALDOSTERONE_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_ATP1A1_TO_ANGIOTENSIN_ALDOSTERONE_SIGNALING_PATHWAY ATF2 ATF4 ATF6B ATP1A1 CACNA1D CACNA1H CALM1 CALM2 CALM3 CAMK1 CAMK1D CAMK1G CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 CYP11B2 KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_ATP2B3_TO_ANGIOTENSIN_ALDOSTERONE_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_ATP2B3_TO_ANGIOTENSIN_ALDOSTERONE_SIGNALING_PATHWAY ATF2 ATF4 ATF6B ATP2B3 CALM1 CALM2 CALM3 CAMK1 CAMK1D CAMK1G CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 CYP11B2 KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_ATXN3_TO_AUTOPHAGY_VESICLE_NUCLEATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_ATXN3_TO_AUTOPHAGY_VESICLE_NUCLEATION AMBRA1 ATG14 ATXN3 BECN1 PIK3C3 PIK3R4 KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_AXIN_TO_WNT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_AXIN_TO_WNT_SIGNALING_PATHWAY APC AXIN1 CCND1 CTNNB1 GSK3B LEF1 MYC TCF7 TCF7L1 TCF7L2 KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_DJ1_TO_FAS_JNK_SIGNALING_PATWHAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_DJ1_TO_FAS_JNK_SIGNALING_PATWHAY DAXX MAP3K5 MAPK10 MAPK8 MAPK9 PARK7 KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_FGF17_TO_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_FGF17_TO_RAS_ERK_SIGNALING_PATHWAY ARAF BRAF FGF17 FGFR1 GRB2 HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS RAF1 SOS1 SOS2 KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_FGF8_TO_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_FGF8_TO_RAS_ERK_SIGNALING_PATHWAY ARAF BRAF FGF8 FGFR1 GRB2 HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS RAF1 SOS1 SOS2 KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_OPTN_TO_PINK_PARKIN_MEDIATED_AUTOPHAGOSOME_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_OPTN_TO_PINK_PARKIN_MEDIATED_AUTOPHAGOSOME_FORMATION CISD1 CISD2 FAF2 FKBP8 HK1 OPTN PINK1 PRKN TOMM70 KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_P62_TO_PINK_PARKIN_MEDIATED_AUTOPHAGOSOME_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_P62_TO_PINK_PARKIN_MEDIATED_AUTOPHAGOSOME_FORMATION CISD1 CISD2 FAF2 FKBP8 HK1 MAP1LC3A MAP1LC3B MAP1LC3B2 MAP1LC3C PINK1 PRKN SQSTM1 TOMM70 KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_PDE11A_PDE8B_TO_ACTH_CORTISOL_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_PDE11A_PDE8B_TO_ACTH_CORTISOL_SIGNALING_PATHWAY ATF2 ATF4 ATF6B CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 CYP11B1 NR4A1 NR5A1 PBX1 PDE11A PDE8B PRKACA PRKAR1A SP1 STAR KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_PINK1_TO_ELECTRON_TRANSFER_IN_COMPLEX_I https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_PINK1_TO_ELECTRON_TRANSFER_IN_COMPLEX_I MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA3 NDUFA4 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFB1 NDUFB10 NDUFB11 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 PINK1 KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_PINK1_TO_INTRINSIC_APOPTOTIC_PATHWAY_N01048 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_PINK1_TO_INTRINSIC_APOPTOTIC_PATHWAY_N01048 APAF1 CASP3 CASP9 CYCS HTRA2 PINK1 TRAP1 KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_PINK1_TO_INTRINSIC_APOPTOTIC_PATHWAY_N01050 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_PINK1_TO_INTRINSIC_APOPTOTIC_PATHWAY_N01050 APAF1 BAX CASP3 CASP9 CYCS PINK1 PRKN KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_PRKAR1A_TO_ACTH_CORTISOL_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_PRKAR1A_TO_ACTH_CORTISOL_SIGNALING_PATHWAY ATF2 ATF4 ATF6B CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 CYP11B1 NR4A1 NR5A1 PBX1 PRKACA PRKAR1A SP1 STAR KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_PRKAR1A_TO_CRHR_PKA_ACTH_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_PRKAR1A_TO_CRHR_PKA_ACTH_SIGNALING_PATHWAY ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ATF2 ATF4 ATF6B CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 CRH CRHR1 CRHR2 GNAS POMC PRKACA PRKAR1A KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_PRKCG_TO_MGLUR1_TRPC3_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_PRKCG_TO_MGLUR1_TRPC3_SIGNALING_PATHWAY GNAQ GRM1 ITPR1 ITPR2 ITPR3 PLCB1 PLCB2 PLCB3 PLCB4 PRKCG TRPC3 KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_PRKN_TO_INTRINSIC_APOPTOTIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_PRKN_TO_INTRINSIC_APOPTOTIC_PATHWAY APAF1 BAX CASP3 CASP9 CYCS PRKN KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_PROK2_TO_PROK_PRKR_GI_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_PROK2_TO_PROK_PRKR_GI_ERK_SIGNALING_PATHWAY GNAI1 GNAI2 GNAI3 MAPK1 MAPK3 PROK2 PROKR1 PROKR2 KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_PROKR2_TO_PROK_PRKR_GI_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_PROKR2_TO_PROK_PRKR_GI_ERK_SIGNALING_PATHWAY GNAI1 GNAI2 GNAI3 MAPK1 MAPK3 PROK1 PROK2 PROKR2 KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_PTCH1_TO_HEDGEHOG_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_PTCH1_TO_HEDGEHOG_SIGNALING_PATHWAY BMP2 BMP4 GLI1 GLI2 GLI3 HHIP KIF7 PTCH1 PTCH2 SMO SUFU WNT1 WNT10A WNT10B WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT8A WNT8B WNT9A WNT9B KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_RASD1_TO_CRHR_PKA_ACTH_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_RASD1_TO_CRHR_PKA_ACTH_SIGNALING_PATHWAY ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ATF2 ATF4 ATF6B CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 GNAI1 GNAI2 GNAI3 POMC PRKACA PRKACB PRKACG RASD1 KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_SIGMAR1_TO_CA2_APOPTOTIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_SIGMAR1_TO_CA2_APOPTOTIC_PATHWAY CYCS ITPR1 ITPR2 ITPR3 MCU SIGMAR1 SLC25A31 SLC25A4 SLC25A5 SLC25A6 VDAC1 VDAC2 VDAC3 KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_TP53_TO_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_TP53_TO_TRANSCRIPTION BAK1 BAX CDKN1A DDB2 GADD45A GADD45B GADD45G POLK TP53 KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_UBQLN2_TO_26S_PROTEASOME_MEDIATED_PROTEIN_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_UBQLN2_TO_26S_PROTEASOME_MEDIATED_PROTEIN_DEGRADATION ADRM1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD6 PSMD7 PSMD8 PSMD9 RPS27A SEM1 UBA52 UBB UBC UBQLN2 KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_VCP_TO_26S_PROTEASOME_MEDIATED_PROTEIN_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_VCP_TO_26S_PROTEASOME_MEDIATED_PROTEIN_DEGRADATION ADRM1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD6 PSMD7 PSMD8 PSMD9 RPS27A SEM1 UBA52 UBB UBC VCP KEGG_MEDICUS_VARIANT_NOTCH_OVEREXPRESSION_TO_NOTCH_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_NOTCH_OVEREXPRESSION_TO_NOTCH_SIGNALING_PATHWAY DLL1 DLL3 DLL4 ERBB2 FLT4 HES1 HES5 HEY1 HEY2 HEYL JAG1 JAG2 NOTCH1 NOTCH4 RBPJ RBPJL KEGG_MEDICUS_VARIANT_OLIGOMERIC_CONFORMATION_PRPC_TO_ANTEROGRADE_AXONAL_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_OLIGOMERIC_CONFORMATION_PRPC_TO_ANTEROGRADE_AXONAL_TRANSPORT CSNK2A1 CSNK2A2 CSNK2A3 CSNK2B GSK3B KIF5A KIF5B KIF5C KLC1 KLC2 KLC3 KLC4 PRNP KEGG_MEDICUS_VARIANT_RET_FUSION_KINASE_TO_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_RET_FUSION_KINASE_TO_RAS_ERK_SIGNALING_PATHWAY ARAF BRAF HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS RAF1 RET KEGG_MEDICUS_VARIANT_SCRAPIE_CONFORMATION_PRPSC_TO_26S_PROTEASOME_MEDIATED_PROTEIN_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_SCRAPIE_CONFORMATION_PRPSC_TO_26S_PROTEASOME_MEDIATED_PROTEIN_DEGRADATION ADRM1 PRNP PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD6 PSMD7 PSMD8 PSMD9 SEM1 KEGG_MEDICUS_VARIANT_SCRAPIE_CONFORMATION_PRPSC_TO_MGLUR5_CA2_APOPTOTIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_SCRAPIE_CONFORMATION_PRPSC_TO_MGLUR5_CA2_APOPTOTIC_PATHWAY APAF1 CASP3 CASP9 CYCS ITPR1 ITPR2 ITPR3 MCU PRNP RYR1 RYR2 RYR3 SLC25A31 SLC25A4 SLC25A5 SLC25A6 VDAC1 VDAC2 VDAC3 KEGG_MEDICUS_VARIANT_SCRAPIE_CONFORMATION_PRPSC_TO_PERK_ATF4_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_SCRAPIE_CONFORMATION_PRPSC_TO_PERK_ATF4_SIGNALING_PATHWAY ATF4 DDIT3 EIF2AK3 EIF2S1 HSPA5 PRNP KEGG_MEDICUS_VARIANT_SCRAPIE_CONFORMATION_PRPSC_TO_PRNP_PI3K_NOX2_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_SCRAPIE_CONFORMATION_PRPSC_TO_PRNP_PI3K_NOX2_SIGNALING_PATHWAY CAV1 CAV2 CAV3 CYBA CYBB FYN NCF1 NCF2 NCF4 PIK3CA PIK3CB PIK3CD PRKCD PRNP RAC1 RAC2 KEGG_MEDICUS_VARIANT_SCRAPIE_CONFORMATION_PRPSC_TO_TRANSPORT_OF_CALCIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_SCRAPIE_CONFORMATION_PRPSC_TO_TRANSPORT_OF_CALCIUM APAF1 CASP3 CASP9 CYCS GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D MCU PRNP SLC25A31 SLC25A4 SLC25A5 SLC25A6 VDAC1 VDAC2 VDAC3 KEGG_MEDICUS_VARIANT_SCRAPIE_CONFORMATION_PRPSC_TO_VGCC_CA2_APOPTOTIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_SCRAPIE_CONFORMATION_PRPSC_TO_VGCC_CA2_APOPTOTIC_PATHWAY CACNA1B CACNA1C CACNA1D CACNA1F CACNA1S PRNP KEGG_MEDICUS_VARIANT_TEL_AML1_FUSION_TO_TRANSCRIPTIONAL_REPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_TEL_AML1_FUSION_TO_TRANSCRIPTIONAL_REPRESSION CSF2 DEFA3 ELANE GZMB HDAC1 HDAC2 IL3 MPO NCOR1 RUNX1 SIN3A KEGG_MEDICUS_VARIANT_TGFA_OVEREXPRESSION_TO_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_TGFA_OVEREXPRESSION_TO_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 EGFR PIK3CA PIK3CB PIK3CD TGFA KEGG_MEDICUS_VARIANT_TMPRSS2_ERG_FUSION_TO_TRANSCRIPTIONAL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_TMPRSS2_ERG_FUSION_TO_TRANSCRIPTIONAL_ACTIVATION ERG IL1R2 MMP3 MMP9 PLAT PLAU ZEB1 KEGG_MEDICUS_VARIANT_TRK_FUSION_KINASE_TO_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_TRK_FUSION_KINASE_TO_RAS_ERK_SIGNALING_PATHWAY ARAF BRAF HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS NTRK1 RAF1 PID_A6B1_A6B4_INTEGRIN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_A6B1_A6B4_INTEGRIN_PATHWAY AKT1 CASP7 CD9 CDH1 COL17A1 EGF EGFR ERBB2 ERBB3 GRB2 HRAS IL1A ITGA6 ITGB1 ITGB4 LAMA1 LAMA2 LAMA3 LAMA4 LAMA5 LAMB1 LAMB2 LAMB3 LAMC1 LAMC2 LAMC3 MET MST1 MST1R PIK3CA PIK3R1 PMP22 PRKCA RAC1 RPS6KB1 RXRA RXRB RXRG SFN SHC1 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ PID_AJDISS_2PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_AJDISS_2PATHWAY ABL1 ADAM10 ARF6 BDNF CABLES1 CASP3 CBLL1 CDC42 CDH1 CDH2 CREBBP CTNNA1 CTNNB1 CTNND1 DNM2 DSP EGF EGFR FYN GDNF GFRA1 GNA12 GNA13 HGS HRAS IGF1R IGF2 IQGAP1 JUP MEP1B MET MMP3 MMP7 NME1 NTRK2 PTPN1 PTPN6 RAB5A RAB7A RAC1 RET RIN2 ROBO1 SLIT1 SNX1 SRC TIAM1 ZBTB33 PID_ALK1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_ALK1_PATHWAY ACVR1 ACVR2A ACVR2B ACVRL1 ARRB2 BMPR2 CAV1 CSNK2B ENG FKBP1A GDF2 ID1 INHBA MAPK1 MAPK3 PPP1CA SMAD1 SMAD4 SMAD5 SMAD7 SMAD9 TGFB1 TGFB3 TGFBR1 TGFBR2 TLX2 PID_ALK2_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_ALK2_PATHWAY ACVR1 AMH AMHR2 BMP7 BMPR2 FKBP1A SMAD1 SMAD4 SMAD5 SMAD9 TLX2 PID_ALPHA_SYNUCLEIN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_ALPHA_SYNUCLEIN_PATHWAY BAD BLK CSNK2A1 FGR FKBP1A FYN GRK5 HCK KLK6 LCK LYN MAOB MAPK1 MAPK3 PARK7 PLCB2 PLD1 PLD2 PPP2R5D PRKCD PRKN PTK2B SLC6A3 SNCA SRC STUB1 SYK TH TOR1A UBE2L3 UCHL1 YES1 PID_AMB2_NEUTROPHILS_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_AMB2_NEUTROPHILS_PATHWAY AGER AKT1 APOB BLK CCN2 FGR FYN HCK HMGB1 ICAM1 IL6 ITGAM ITGB2 JAM2 JAM3 LCK LPA LRP1 LYN MMP2 MMP9 MST1 MST1R MYH2 NFKB1 PLAT PLAU PLAUR PLG PRKCZ RAP1A RAP1B RHOA ROCK1 SELP SELPLG SRC THY1 TLN1 TNF YES1 PID_ANGIOPOIETIN_RECEPTOR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_ANGIOPOIETIN_RECEPTOR_PATHWAY AGTR1 AKT1 ANGPT1 ANGPT2 ANGPT4 BMX CDKN1A CRK DOK2 ELF1 ELF2 ELK1 ETS1 F2 FES FGF2 FN1 FOXO1 FYN GRB14 GRB2 GRB7 ITGA5 ITGB1 MAPK1 MAPK14 MAPK3 MAPK8 MMP2 NCK1 NFKB1 NOS3 PAK1 PIK3CA PIK3R1 PLD2 PLG PTK2 PTPN11 PXN RAC1 RASA1 RELA RPS6KB1 SHC1 STAT5A STAT5B TEK TNF PID_ANTHRAX_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_ANTHRAX_PATHWAY ANTXR1 ANTXR2 CASP1 DEFA1 IL18 IL1B MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K6 MAP2K7 MAPK1 MAPK3 NLRP1 PGR TNF VCAM1 PID_AP1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_AP1_PATHWAY ACTA1 AGT ATF2 ATF3 BAG1 BCL2L11 CBFB CCL2 CCN1 CCND1 CDK1 CDKN1B CDKN2A COL1A2 COPS5 CREB1 CRTC1 CSF2 CTNNB1 CXCL8 DMP1 DMTF1 DUSP1 EDN1 EGR1 ELF1 EP300 ESR1 ETS1 FABP4 FOS FOSB FOSL1 FOSL2 GATA2 GJA1 HIF1A HLA-A IFNG IL10 IL2 IL4 IL5 IL6 JUN JUNB JUND MAF MAFG MMP1 MMP9 MT2A MYB MYC NFATC1 NFATC2 NFATC3 NPPA NR3C1 NTS PENK PLAU PTEN SP1 TCF7L2 TGFB1 TH TIMP1 TP53 TRIP6 PID_ARF6_DOWNSTREAM_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_ARF6_DOWNSTREAM_PATHWAY ARF1 ARF6 KALRN MAPK1 MAPK3 NME1 PIP5K1A PLAUR PLD1 PLD2 RAB11A RAB11FIP3 RAC1 RHOA TIAM1 PID_ARF6_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_ARF6_PATHWAY ACAP1 ACAP2 ADAP1 ADRB2 AGTR1 ARAP2 ARF6 ARRB1 ARRB2 CYTH2 CYTH3 EFNA1 EGF EGFR EPHA2 FBXO8 GIT1 GNA11 GNA14 GNA15 GNAQ GULP1 HGF IPCEF1 IQSEC1 ITGA2B ITGB3 KIF13B LHCGR MET NCK1 PXN SRC TSHR USP6 PID_ARF6_TRAFFICKING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_ARF6_TRAFFICKING_PATHWAY ACAP1 ADRB2 AGTR1 ARF6 ASAP2 AVPR2 BIN1 CDH1 CLTC CPE CTNNA1 CTNNB1 CTNND1 DNM2 EDNRB EXOC1 EXOC2 EXOC3 EXOC4 EXOC5 EXOC6 EXOC7 IL2RA INS ITGA1 ITGA10 ITGA11 ITGA2 ITGA3 ITGA4 ITGA5 ITGA6 ITGA7 ITGA8 ITGA9 ITGAV ITGB1 KLC1 MAPK8IP3 NME1 PIP5K1C PLD1 PLD2 RALA SCAMP2 SLC2A4 SPAG9 TSHR VAMP3 PID_ARF_3PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_ARF_3PATHWAY AP2A1 AP2M1 ARF1 ARFGAP1 ARFIP2 ASAP1 CD4 CLTA CLTB COPA CYTH2 GBF1 GGA3 GOSR2 KDELR1 PIP5K1A PLD2 RAC1 USO1 PID_AR_NONGENOMIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_AR_NONGENOMIC_PATHWAY AKT1 AR CDC42 CREB1 FOS GNAI1 GNAI2 GNAI3 GNAO1 GNAZ GNB1 GNG2 GNRH1 HRAS MAP2K1 MAP2K2 MAPK1 MAPK3 PELP1 PIK3CA PIK3R1 PLCB1 PLCB2 PLCB3 PLCG1 PLCG2 PTK2 RAC1 RAF1 SHBG SRC PID_AR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_AR_PATHWAY AKT1 APPL1 AR BRCA1 CARM1 CASP8 CCND1 CCND3 CDK11B CDK6 CDKN2A CMTM2 CTDSP1 CTDSP2 CTNNB1 FHL2 FKBP4 GSN HIP1 HNRNPA1 KDM1A KDM3A KDM4C KLK2 KLK3 LATS2 MAK MED1 NCOA2 NCOA4 NCOA6 NKX3-1 NRIP1 PA2G4 PATZ1 PAWR PELP1 PIAS1 PIAS3 PIAS4 PRDX1 PRKDC PTK2B RANBP9 RPS6KA3 SNURF SRF SVIL TCF4 TGFB1I1 TGIF1 TMF1 TMPRSS2 UBA3 UBE2I UBE3A VAV3 XRCC5 XRCC6 ZMIZ1 ZNF318 PID_AR_TF_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_AR_TF_PATHWAY APPBP2 AR CARM1 CEBPA CREBBP DNAJA1 EGR1 EHMT2 EP300 FOXO1 GATA2 GSK3B HDAC1 HDAC7 HOXB13 HSP90AA1 JUN KAT2B KAT5 KAT7 KLK2 KLK3 MAP2K4 MAP2K6 MAPK14 MAPK8 MDM2 NCOA1 NCOA2 NR0B1 NR2C1 NR2C2 NR3C1 PDE9A PKN1 POU2F1 RACK1 RCHY1 REL RXRA RXRB RXRG SENP1 SIRT1 SMARCA2 SMARCC1 SMARCE1 SPDEF SRC SRY TMPRSS2 TRIM24 ZMIZ2 PID_ATF2_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_ATF2_PATHWAY ACHE ARG1 ATF2 ATF3 BCL2 BCL2L1 BRCA1 CBFB CCNA2 CCND1 CDK4 COL24A1 CREB1 CSRP2 CUL3 CXCL8 DDIT3 DUSP1 DUSP10 DUSP5 DUSP8 EP300 ESR1 FOS GADD45A HBG2 HES1 HRK IFNG IL23A IL6 INS JDP2 JUN JUNB JUND KAT5 MACROH2A1 MAPK1 MAPK11 MAPK14 MAPK3 MAPK8 MAPK9 MMP2 NF1 NOS2 PDGFRA PLAU POU2F1 PPARGC1A PRKCA RB1 RUVBL2 SELE SERPINB5 SOCS3 TGFB2 TH PID_ATM_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_ATM_PATHWAY ABL1 ABRAXAS1 ATM BID BLM BRCA1 CDC25A CDC25C CHEK2 COP1 CTBP1 DCLRE1C FANCD2 H2AX KAT5 MDC1 MDM2 MRE11 NBN RAD17 RAD50 RAD9A RBBP8 RNF8 SMC1A SMC3 TERF2 TOP3A TP53BP1 TRIM28 UBE2N UIMC1 XRCC4 YWHAB PID_ATR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_ATR_PATHWAY ATR ATRIP BRCA2 CCNA2 CDC25A CDC25C CDC6 CDK2 CEP164 CHEK1 CLSPN FANCD2 FBXW11 HUS1 MCM2 MCM7 MDM2 NBN PLK1 PPP2CA PPP2R1A PPP2R2B RAD1 RAD17 RAD51 RAD9A RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 SMARCAL1 SSPOP TIMELESS TIPIN TOPBP1 YWHAB YWHAZ PID_AURORA_A_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_AURORA_A_PATHWAY AJUBA AKT1 ARHGEF7 AURKA AURKAIP1 AURKB BIRC5 BRCA1 CDC25B CENPA CKAP5 CPEB1 DLGAP5 FZR1 GADD45A GIT1 GSK3B MDM2 NDEL1 NFKBIA OAZ1 PAK1 PPP2R5D PRKACA RAN RASA1 TACC1 TACC3 TDRD7 TP53 TPX2 PID_AURORA_B_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_AURORA_B_PATHWAY AURKA AURKB AURKC BIRC5 BUB1 CBX5 CDCA8 CENPA CUL3 DES EVI5 INCENP KIF20A KIF23 KIF2C KLHL13 KLHL9 MYLK NCAPD2 NCAPG NCAPH NCL NDC80 NPM1 NSUN2 PEBP1 PPP1CC PPP2R5D PSMA3 RACGAP1 RASA1 RHOA SEPTIN1 SGO1 SMC2 SMC4 STMN1 TACC1 VIM PID_AVB3_INTEGRIN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_AVB3_INTEGRIN_PATHWAY ADGRA2 AKT1 ANGPTL3 BCAR1 CASP8 CBL CDKN1B COL10A1 COL11A1 COL11A2 COL12A1 COL13A1 COL14A1 COL15A1 COL16A1 COL17A1 COL1A1 COL1A2 COL2A1 COL3A1 COL4A1 COL4A3 COL4A4 COL4A5 COL4A6 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 COL7A1 COL8A1 COL8A2 COL9A1 COL9A2 COL9A3 CSF1 CSF1R EDIL3 F11R FGF2 FN1 HSP90AA1 IGF1R ILK IRS1 ITGAV ITGB3 KDR MAPK1 MAPK3 MFGE8 PI4KA PI4KB PIK3C2A PIK3CA PIK3R1 PTK2 PTK2B PTPN11 PXN RAC1 RHOA ROCK1 RPS6KB1 SDC1 SPP1 SRC TGFBR2 TLN1 VAV3 VCL VEGFA VTN PID_AVB3_OPN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_AVB3_OPN_PATHWAY BCAR1 CD44 CDC42 CHUK FOS GSN ILK ITGAV ITGB3 JUN MAP3K1 MAP3K14 MAPK1 MAPK3 MAPK8 MMP2 MMP9 NFKB1 NFKBIA PIK3CA PIK3R1 PIP5K1A PLAU PTK2B RAC1 RELA RHOA ROCK2 SPP1 SYK VAV3 PID_BARD1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_BARD1_PATHWAY ATM ATR BARD1 BRCA1 CCNE1 CDK2 CSTF1 EWSR1 FANCA FANCC FANCD2 FANCE FANCF FANCG FANCL MRE11 NBN NPM1 PCNA PRKDC RAD50 RAD51 RBBP8 TOPBP1 TP53 UBE2D3 UBE2L3 XRCC5 XRCC6 PID_BCR_5PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_BCR_5PATHWAY AKT1 BCL10 BCL2A1 BLNK BTK CAMK2G CARD11 CD19 CD22 CD72 CD79A CD79B CHUK CSK CSNK2A1 DAPP1 DOK1 ELK1 ETS1 FCGR2B FOS GRB2 HRAS IBTK IKBKB IKBKG JUN LYN MALT1 MAP2K1 MAP3K1 MAP3K7 MAP4K1 MAPK1 MAPK14 MAPK3 MAPK8 NFATC1 NFKB1 NFKBIA NFKBIB PAG1 PDPK1 PIK3CA PIK3R1 PLCG2 POU2F2 PPP3CA PPP3CB PPP3CC PTEN PTPN6 PTPRC RAC1 RAF1 RASA1 RELA SH3BP5 SHC1 SOS1 SYK TRAF6 VAV2 PID_BETA_CATENIN_DEG_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_BETA_CATENIN_DEG_PATHWAY APC AXIN1 AXIN2 CSNK1A1 CSNK1D CSNK1E CTNNB1 CUL1 DVL1 DVL2 DVL3 FZD5 GSK3A GSK3B LRP6 SKP1 SSPOP WNT3A PID_BETA_CATENIN_NUC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_BETA_CATENIN_NUC_PATHWAY ADCY7 APC AR AXIN2 BCL9 CACNA1G CAMK4 CBY1 CCN1 CCND1 CCND2 CDH1 CDKN2A CDX1 CDX4 CHD8 CTBP1 CTNNB1 CTNNBIP1 CUL1 CXCL8 DKK1 DKK4 DVL3 EP300 FGF4 HBP1 HDAC1 HDAC2 ID2 IGF2BP1 INCENP JUN KCNIP4 KLF4 KRT1 LEF1 MDFIC MED12 MITF MMP2 MMP9 MT-CO2 MYC MYF5 MYOG NCOA2 NEUROG1 PITX2 RUVBL2 SALL4 SFN SKP1 SMARCA4 SNAI2 SP5 SSPOP TBL1X TBL1XR1 TBXT TCF4 TCF7 TCF7L1 TCF7L2 TERT TLE1 TLE2 TLE4 TLE5 TNIK TRRAP VCAN XPO1 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ ZCCHC12 PID_BMP_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_BMP_PATHWAY AHSG BAMBI BMP2 BMP4 BMP6 BMP7 BMPR1A BMPR1B BMPR2 CER1 CHRD CHRDL1 CTDSP1 CTDSP2 CTDSPL FST GREM1 GSK3B HJV MAP3K7 MAPK1 NOG NUP214 PPM1A PPP1CA PPP1R15A RGMA RGMB SKI SMAD1 SMAD4 SMAD5 SMAD6 SMAD7 SMAD9 SMURF1 SMURF2 SOSTDC1 TAB1 TAB2 XIAP ZFYVE16 PID_CASPASE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_CASPASE_PATHWAY ACTA1 APAF1 APP ARHGDIB BAX BCL2 BID BIRC2 BIRC3 CASP1 CASP10 CASP2 CASP3 CASP4 CASP6 CASP7 CASP8 CASP9 CFL2 CRADD CYCS DFFA DFFB DIABLO GAS2 GSN GZMB KRT18 LIMK1 LMNA LMNB1 LMNB2 MADD MAP3K1 NUMA1 PARP1 PIDD1 PRF1 PTK2 RIPK1 SATB1 SPTAN1 SREBF1 TFAP2A TNF TNFRSF1A TOP1 TRADD TRAF2 VIM XIAP PID_CD40_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_CD40_PATHWAY AKT1 BCL2L1 BIRC2 BIRC3 C4BPA CBLB CD40 CD40LG FCAMR IL4 JAK3 JUN MAP2K4 MAP3K1 MAP3K14 MAPK10 MAPK11 MAPK14 MAPK8 MAPK9 MYC NFKB1 NFKBIA RELA STAT5A TDP2 TNFAIP3 TRAF1 TRAF2 TRAF3 TRAF6 PID_CD8_TCR_DOWNSTREAM_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_CD8_TCR_DOWNSTREAM_PATHWAY B2M BRAF CD247 CD3D CD3E CD3G CD8A CD8B EGR1 EGR4 ELK1 EOMES FASLG FOS FOSL1 GZMB HLA-A HRAS IFNA1 IFNA10 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR1 IFNAR2 IFNG IL2 IL2RA IL2RB IL2RG JUN JUNB KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 MAPK8 MAPK9 NFATC1 NFATC2 NFATC3 NRAS PPP3CA PPP3CB PPP3R1 PRF1 PRKCA PRKCB PRKCE PRKCQ PTPN7 RAF1 STAT4 TNF TNFRSF18 TNFRSF4 TNFRSF9 PID_CD8_TCR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_CD8_TCR_PATHWAY AKT1 B2M BCL10 CARD11 CBL CD247 CD28 CD3D CD3E CD3G CD80 CD86 CD8A CD8B CHUK CSK FYN GRAP2 GRB2 HLA-A HRAS IKBKB IKBKG KRAS LAT LCK LCP2 MALT1 MAP3K14 MAP3K8 NRAS ORAI1 PAG1 PDPK1 PLCG1 PRF1 PRKCA PRKCB PRKCE PRKCQ PTPN6 PTPRC RAP1A RASGRP1 RASGRP2 RASSF5 SHC1 SOS1 STIM1 TRAF6 TRPV6 VAV1 ZAP70 PID_CDC42_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_CDC42_PATHWAY ACTR2 ACTR3 APC ARHGDIA ARHGEF6 ARHGEF7 ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 ATF2 BAIAP2 BCAR1 BRAF CBL CDC42 CDC42BPA CDH1 CFL1 CTNNA1 CTNNB1 DIAPH3 DLG1 ENAH EPS8 EXOC7 F2RL2 GSK3B HES5 HRAS IQGAP1 IQGAP3 JUN LIMK1 LIMK2 MAP2K3 MAP2K4 MAP2K6 MAP2K7 MAP3K1 MAP3K11 MAPK1 MAPK14 MAPK3 MAPK8 MAPK9 MTOR MYL2 PAK1 PAK2 PAK4 PARD6A PAX6 PIK3CA PIK3R1 PLD1 PRKCE PRKCZ RAC1 RAF1 RASGRF1 RPS6KB1 SEPTIN2 SRC TIAM1 TNK2 VAV2 WASL YES1 PID_CDC42_REG_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_CDC42_REG_PATHWAY APC ARHGAP1 ARHGAP17 ARHGDIA ARHGEF25 ARHGEF6 ARHGEF7 ARHGEF9 BCAR3 CDC42 DNMBP DOCK10 DOCK11 DOCK6 DOCK9 FARP2 FGD1 GIT1 ITSN1 ITSN2 MCF2 MCF2L NGEF NME1 PLCG1 RACGAP1 RALBP1 SPATA13 VAV2 VAV3 PID_CERAMIDE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_CERAMIDE_PATHWAY AIFM1 AKT1 ASAH1 BAD BAG4 BAX BCL2 BID BIRC3 CASP8 CRADD CTSD CYCS EGF EIF2AK2 FADD KSR1 MADD MAP2K1 MAP2K2 MAP2K4 MAP3K1 MAP4K4 MAPK1 MAPK3 MAPK8 MYC NFKB1 NFKBIA PAWR PDGFA PRKCD PRKCZ PRKRA RAF1 RELA RIPK1 SMPD1 SMPD3 SPHK2 TNF TNFRSF1A TRADD TRAF2 PID_CIRCADIAN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_CIRCADIAN_PATHWAY ATR BHLHE40 BMAL1 CHEK1 CLOCK CRY1 CRY2 CSNK1E DELEC1 NONO NPAS2 NR1D1 PER1 PER2 TIMELESS WDR5 PID_CMYB_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_CMYB_PATHWAY ADA ADORA2B ANPEP ATP2B1 BCL2 BIRC3 CA1 CASP6 CBX4 CCNA1 CCNB1 CCND1 CD34 CD4 CDK6 CDKN1A CDKN1B CDKN2A CEBPA CEBPB CEBPD CLTA COL1A2 COPA CREBBP CSF1R ELANE EP300 ETS1 ETS2 GATA1 GATA3 GSTM1 H2AZ1 HES1 HIPK2 HRAS HSPA8 IQGAP1 KIT KITLG KRAS LECT2 LEF1 LYZ MAD1L1 MAF MAP3K7 MAT2A MCM4 MPO MYB MYC MYF6 MYOD1 NCOR1 NLK NRAS PAX5 PIAS3 PIM1 PPID PPP3CA PRTN3 PTCRA PTGS2 RAG2 SIN3A SKI SLC25A3 SMARCA2 SND1 SP1 SPI1 TAB1 TAB2 TFEC TOM1 TRIM28 UBE2I WNT1 YEATS4 ZFHX3 ZFPM1 PID_CONE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_CONE_PATHWAY ARR3 CNGA3 CNGB3 GNAT2 GNB3 GNB5 GNGT2 GRK1 GRK7 GUCA1A GUCA1B GUCA1C GUCY2D GUCY2F LRAT PDE6C PDE6H RDH12 RDH5 RGS9 RGS9BP RPE65 SLC24A2 PID_CXCR3_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_CXCR3_PATHWAY AKT1 ARRB1 CCL11 CXCL10 CXCL11 CXCL13 CXCL9 CXCR3 DNM1 GNAI1 GNAI2 GNAI3 GNAO1 GNAZ GNB1 GNG2 HRAS ITGAL ITGB2 KRAS MAP2K1 MAP2K2 MAP2K3 MAP2K6 MAPK1 MAPK11 MAPK14 MAPK3 MAPKAP1 MLST8 MTOR NRAS PDPK1 PF4 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 RAF1 RICTOR SRC PID_CXCR4_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_CXCR4_PATHWAY AKT1 ARR3 ARRB2 BAD BCAR1 BLK CD247 CD3D CD3E CD3G CD4 CDC42 CFL1 CRK CSK CXCL12 CXCR4 DNM1 FGR FOXO1 FYN GNA13 GNAI1 GNAI2 GNAI3 GNAO1 GNAZ GNB1 GNG2 GRK2 GRK6 HCK HGS HLA-DRA ITCH ITGA1 ITGA10 ITGA11 ITGA2 ITGA3 ITGA4 ITGA5 ITGA6 ITGA7 ITGA8 ITGA9 ITGAV ITGB1 JAK2 LCK LIMK1 LYN MAPKAP1 MLST8 MMP9 MTOR PAG1 PAK1 PDPK1 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PIK3R6 PLCB1 PLCB2 PLCB3 PRKCZ PTEN PTK2 PTK2B PTPN11 PTPN6 PTPRC PXN RAC1 RACK1 RALB RAP1B RGS1 RHOA RHOB RHOC RICTOR SRC SSH1 STAT1 STAT2 STAT3 STAT5A STAT5B UBQLN1 VAV1 VPS4A VPS4B YES1 PID_DELTA_NP63_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_DELTA_NP63_PATHWAY ADA ADRM1 ATM AXL BDKRB2 BRCA2 CCNB2 CDKN2A CEBPD COL5A1 DLX5 DLX6 FASN FBXW7 FOSL2 GPX2 GSK3B HBP1 HELLS HES1 IGFBP3 IL1A ITCH ITGA3 KRT14 KRT5 MDM2 MRE11 NOTCH1 NRG1 PERP POU2F2 PPP2R5A RAB38 RACK1 RRAD RUNX1 SEC14L2 SFN STXBP4 TBXT TCF7L1 TOP2A TP63 VDR WWP1 YAP1 PID_DNA_PK_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_DNA_PK_PATHWAY APLF APTX CSNK2A1 CSNK2A2 CSNK2B DCLRE1C DNTT LIG4 NHEJ1 PNKP POLL POLM PRKDC XRCC4 XRCC5 XRCC6 PID_E2F_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_E2F_PATHWAY APAF1 ATM BRCA1 CASP7 CBX5 CCNA2 CCND3 CCNE1 CCNE2 CDC25A CDC6 CDK1 CDK2 CDKN1A CDKN1B CDKN2A CDKN2C CEBPA CES1 CES2 CES3 CES4A CES5A CREBBP DHFR E2F1 E2F2 E2F3 E2F4 E2F5 E2F6 E2F7 EP300 HBP1 HDAC1 HIC1 KAT2A KAT2B MCL1 MCM3 MYBL2 MYC ORC1 PLAU POLA1 PRMT5 RANBP1 RB1 RBBP4 RBBP8 RBL1 RBL2 RRM1 RRM2 RYBP SERPINE1 SIRT1 SMARCA2 SP1 SULT2A1 TFDP1 TFDP2 TFE3 TK1 TOPBP1 TP73 TRIM28 TRRAP TYMS UXT WASF1 XRCC1 YY1 PID_ECADHERIN_KERATINOCYTE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_ECADHERIN_KERATINOCYTE_PATHWAY AJUBA AKT1 AKT2 CASR CDH1 CTNNA1 CTNNB1 CTNND1 EGFR FMN1 FYN JUP PIK3CA PIK3R1 PIP5K1A PLCG1 RAC1 RHOA SRC VASP ZYX PID_ECADHERIN_NASCENT_AJ_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_ECADHERIN_NASCENT_AJ_PATHWAY ABI1 AFDN AKT1 AP1M1 ARF6 CCND1 CDC42 CDH1 CRK CSNK2A1 CSNK2A2 CSNK2B CTNNA1 CTNNB1 CTNND1 CTTN CYFIP2 DLG1 ENAH IQGAP1 ITGAE ITGB7 JUP KLHL20 NCKAP1 NME1 PIK3CA PIK3R1 PIP5K1C RAC1 RAP1A RAP1B RAPGEF1 RHOA SRC TIAM1 TJP1 VAV2 WASF2 PID_ECADHERIN_STABILIZATION_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_ECADHERIN_STABILIZATION_PATHWAY ABI1 ACTN1 AFDN AQP3 AQP5 ARF6 CAMSAP3 CDH1 CTNNA1 CTNNB1 CTNND1 CYFIP2 DIAPH1 EFNA1 EGF EGFR ENAH EPHA2 EXOC3 EXOC4 GIT1 HGF IGF1R KIFC3 LIMA1 LPP MET MGAT3 MYL2 MYO6 NCK1 NCKAP1 NECTIN2 PIP5K1C PLEKHA7 RHOA ROCK1 STX4 VASP VCL ZYX PID_ENDOTHELIN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_ENDOTHELIN_PATHWAY ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 AKT1 BCAR1 CDC42 COL1A2 COL3A1 CRK CYSLTR1 CYSLTR2 EDN1 EDN2 EDN3 EDNRA EDNRB FOS GNA11 GNA12 GNA14 GNA15 GNAI1 GNAI2 GNAI3 GNAL GNAO1 GNAQ GNAZ HRAS JAK2 JUN MAP2K1 MAP2K2 MAPK1 MAPK14 MAPK3 MAPK8 MMP1 PLA2G4A PLCB1 PLCB2 PLCB3 PRKCA PRKCB PRKCD PRKCE PRKCG PRKCH PRKCQ PTK2B RAC1 RAF1 RHOA SLC9A1 SLC9A3 SRC TRPC6 PID_EPHA2_FWD_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_EPHA2_FWD_PATHWAY ACP1 ARHGAP35 BCAR1 CBL EFNA1 EPHA2 GRB2 INPPL1 PAK1 PIK3CA PIK3R1 PTK2 RAC1 RHOA SHC1 SRC TIAM1 VAV2 VAV3 PID_EPHA_FWDPATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_EPHA_FWDPATHWAY ARHGEF15 BLK CBL CDK5 CRK CRKL EFNA1 EFNA2 EFNA3 EFNA5 EPHA1 EPHA2 EPHA3 EPHA4 EPHA5 EPHA6 EPHA7 EPHA8 FGR FYN HCK LCK LYN NGEF PIK3CG PIK3R5 PIK3R6 PLCG1 RHOA ROCK1 SRC VAV2 VAV3 YES1 PID_EPHB_FWD_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_EPHB_FWD_PATHWAY CDC42 CRK DNM1 EFNA5 EFNB1 EFNB2 EFNB3 EPHB1 EPHB2 EPHB3 EPHB4 GRB2 GRB7 GRIA1 HRAS ITSN1 KALRN KRAS MAP2K1 MAP4K4 MAPK1 MAPK3 NCK1 NRAS PAK1 PIK3CA PIK3R1 PTK2 PXN RAC1 RAP1A RAP1B RASA1 ROCK1 RRAS SHC1 SRC SYNJ1 TF WASL PID_EPHRINB_REV_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_EPHRINB_REV_PATHWAY BLK CXCR4 DNM1 EFNB1 EFNB2 EPHB1 EPHB2 EPHB4 FGA FGB FGG FGR FYN HCK ITGA2B ITGB3 LCK LYN MAP2K4 MAP3K7 MAPK8 NCK2 PIK3CA PIK3R1 PTPN13 RAC1 RGS3 SRC TIAM1 YES1 PID_EPO_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_EPO_PATHWAY BCL2 BCL2L1 BTK CBL CRKL EPO EPOR GAB1 GRB2 HRAS IRS2 JAK2 LYN MAPK14 MAPK8 NFKB1 PIK3R1 PLCG1 PLCG2 PTPN11 PTPN6 RAP1A RAPGEF1 SH2B3 SHC1 SOCS3 SOS1 STAT1 STAT5A STAT5B TEC TRPC6 VAV2 PID_ERA_GENOMIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_ERA_GENOMIC_PATHWAY ABCA3 ANP32A AP1B1 APBB1 ATP5PF AXIN2 BRCA1 C3 CALCOCO1 CCND1 CD82 CEBPB CHUK COL18A1 CTSD DDX17 DDX54 DSCAM EBAG9 EP300 ESR1 ESR2 GREB1 HDAC1 HDAC4 HSF2 JUN KLRC3 LCOR LMO4 MED1 MPG MTA1 MYC NCOA1 NCOA2 NCOA3 NCOA7 NCOR1 NCOR2 NDUFV3 NEDD8 NR0B1 NR0B2 NRIP1 PCNA PDIA2 PGR PHB2 POU4F1 POU4F2 PRDM15 PRL SAFB SET SMAD4 SOD1 SRA1 STAT5A TFF1 TRIM59 UBA3 UBE2M XBP1 PID_ERBB1_DOWNSTREAM_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_ERBB1_DOWNSTREAM_PATHWAY ABI1 ACTR2 ACTR3 AKT1 ARF4 ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 ATF1 ATF2 BAD BAIAP2 BCL2L1 BRAF BRK1 CAPN2 CDC42 CHN2 CREB1 CYFIP2 DIAPH3 DUSP1 DUSP6 EGF EGFR EGR1 ELK1 EPS8 F2RL2 FOS GAB1 GRB2 HRAS IQGAP1 JUN KRAS KSR1 MAP2K1 MAP2K2 MAP2K4 MAP2K5 MAP3K1 MAP3K2 MAPK1 MAPK3 MAPK7 MAPK8 MAPK9 MAPKAP1 MEF2C MLST8 MTOR MYL11 NCKAP1 NRAS PDPK1 PEBP1 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PLD1 PLD2 PPP2CA PPP2R1A PPP2R2A PPP5C PRKCA PRKCD PRKCZ RAB5A RAC1 RAF1 RALA RALGDS RICTOR RIN1 RPS6 RPS6KA3 RPS6KA4 RPS6KA5 SFN SH2D2A SLC9A1 SMAD1 SOS1 SRC SRF STAT1 STAT3 USP6NL VAV2 WASF2 WASL YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ ZFP36 PID_ERBB1_INTERNALIZATION_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_ERBB1_INTERNALIZATION_PATHWAY AMPH ARHGEF7 CBL CBLB CDC42 CHMP3 DNM1 EGF EGFR EPN1 EPS15 GRB2 HGS HRAS ITSN1 KRAS LRIG1 NRAS PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PTK2 RAB5A RAF1 SH3GL2 SH3KBP1 SHC1 SOS1 SPRY2 SRC STAMBP SYNJ1 TSG101 UBE2D1 UBE2D2 UBE2D3 USP8 ZFYVE28 PID_ERBB1_RECEPTOR_PROXIMAL_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_ERBB1_RECEPTOR_PROXIMAL_PATHWAY EGF EGFR GAB1 GNAI1 GNAI3 GRB2 GSN HRAS KRAS MAPK1 MAPK3 NCK1 NCK2 NRAS PAK1 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PIP5K1C PLCG1 PTK2 PTPN1 PTPN11 PTPN6 RASA1 SHC1 SOS1 SRC STAT1 STAT3 TLN1 WASL PID_ERBB2_ERBB3_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_ERBB2_ERBB3_PATHWAY AKT1 BAD CDC42 CHRNA1 CHRNE DOCK7 ERBB2 ERBB3 FOS GRB2 HRAS JAK2 JUN KRAS MAP2K1 MAP2K2 MAPK1 MAPK10 MAPK3 MAPK8 MAPK9 MTOR NF2 NFATC4 NRAS NRG1 NRG2 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PPP3CB PRKACA PTPN11 RAC1 RAF1 RNF41 SHC1 SOS1 SRC STAT3 USP8 PID_ERBB4_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_ERBB4_PATHWAY ADAM17 BTC CBFA2T3 DLG4 ERBB2 ERBB4 EREG FYN GRB2 GRIN2B HBEGF ITCH JAK2 LRIG1 MAPK1 MAPK3 MDM2 NCOR1 NEDD4 NRG1 NRG2 NRG3 NRG4 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PRL PRLR SHC1 STAT5A STAT5B TAB2 WWOX WWP1 YAP1 PID_ERBB_NETWORK_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_ERBB_NETWORK_PATHWAY AREG BTC EGF EGFR ERBB2 ERBB3 ERBB4 EREG HBEGF HSP90AA1 NRG1 NRG2 NRG3 NRG4 TGFA PID_ERB_GENOMIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_ERB_GENOMIC_PATHWAY C3 DDX54 ESR2 NCOA1 NCOA2 NCOA3 NEDD8 NR0B1 NR0B2 SMARCA4 SMARCB1 SMARCE1 UBA3 UBE2M ZNF14 PID_ER_NONGENOMIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_ER_NONGENOMIC_PATHWAY AKT1 BCAR1 ESR1 ESR2 GNA11 GNA13 GNA14 GNA15 GNAI1 GNAI2 GNAI3 GNAL GNAO1 GNAQ GNAZ GNB1 GNG2 GRB2 HBEGF HRAS IGF1R KRAS MAPK11 MMP2 MMP9 MSN NOS3 NRAS PELP1 PIK3CA PIK3R1 PLCB1 PLCB2 PLCB3 RHOA ROCK2 SHC1 SOS1 SRC STRN PID_FAK_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_FAK_PATHWAY ACTA1 ACTN1 ARHGAP26 ARHGAP35 ARHGEF11 ARHGEF28 ARHGEF7 ASAP1 BCAR1 BMX BRAF CAPN2 CCND1 CRK DOCK1 ELMO1 ETS1 FYN GIT2 GRB2 GRB7 ITGA5 ITGAV ITGB1 ITGB5 JUN KLF8 MAP2K1 MAP2K4 MAPK1 MAPK8 MAPK8IP3 MAPK9 MMP14 NCK1 NCK2 PAK1 PIK3CA PIK3R1 PLCG1 PTK2 PTPN21 PXN RAC1 RAF1 RAP1A RAP1B RAPGEF1 RASA1 RHOA ROCK2 RRAS SH3GL1 SOS1 SRC TLN1 VCL WASL YES1 PID_FANCONI_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_FANCONI_PATHWAY ATM ATR ATRIP BLM BRCA1 BRCA2 BRIP1 CENPS CHEK1 FAAP100 FAAP24 FAN1 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FBXW11 H2AX HES1 HUS1 MRE11 NBN PALB2 RAD1 RAD17 RAD50 RAD9A RFC2 RFC3 RFC4 RFC5 RMI1 RPA1 RPA2 SSPOP TOP3A TOPBP1 UBE2T USP1 WDR48 XRCC3 PID_FAS_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_FAS_PATHWAY AKT1 BID BIRC2 BIRC3 BTK CASP10 CASP3 CASP8 CFLAR CHUK CLTC EZR FADD FAIM2 FAS FASLG IKBKB IKBKG MAP2K6 MAP2K7 MAP3K1 MAPK10 MAPK11 MAPK14 MAPK8 MAPK9 PDPK1 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 RFC1 RIPK1 SMPD1 SRC SYK PID_FCER1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_FCER1_PATHWAY AKT1 BTK CBL CBLB CHUK DOK1 DUSP1 FCER1A FCER1G FCGR2B FER FOS FYN GAB2 GRB2 HCLS1 HRAS IGHE IKBKB IKBKG ITK JUN LAT LAT2 LCP2 LYN MAP2K1 MAP2K2 MAP2K4 MAP2K7 MAP3K1 MAPK1 MAPK3 MAPK8 MS4A2 NFATC2 NFKB1 PAK2 PIK3CA PIK3R1 PLA2G1B PLA2G4A PLCG1 PLD2 PLPP1 PRKCB PTK2 PTPN11 PTPN13 PXN RAF1 RASA1 RELA S1PR1 SHC1 SOS1 SPHK1 SYK VAV1 WIPF1 PID_FGF_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_FGF_PATHWAY AKT1 BGLAP CAMK2A CBL CDH1 CDH2 CTNND1 CTTN FGF1 FGF17 FGF18 FGF19 FGF2 FGF23 FGF4 FGF6 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFR4 FOS FRS2 GAB1 GRB2 HGF IL17RD JUN KLB MAPK1 MAPK3 MET MMP9 NCAM1 PAK4 PDPK1 PIK3CA PIK3R1 PLAU PLAUR PLCG1 PTK2B PTPN11 RPS6KA1 RUNX2 SDC2 SHC1 SOS1 SPP1 SPRY2 SRC SSH1 STAT1 STAT5B PID_FOXM1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_FOXM1_PATHWAY AURKB BIRC5 BRCA2 CCNA2 CCNB1 CCNB2 CCND1 CCNE1 CDC25B CDK1 CDK2 CDK4 CDKN2A CENPA CENPB CENPF CHEK2 CKS1B CREBBP EP300 ESR1 ETV5 FOS FOXM1 GAS1 GSK3A H2BC1 LAMA4 MAP2K1 MMP2 MYC NEK2 NFATC3 ONECUT1 PLK1 RB1 SKP2 SP1 TGFA XRCC1 PID_FOXO_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_FOXO_PATHWAY AKT1 BCL2L11 BCL6 CAT CCNB1 CDK2 CDKN1B CHUK CREBBP CSNK1A1 CSNK1D CSNK1E CSNK1G1 CSNK1G2 CSNK1G3 CTNNB1 EP300 FASLG FBXO32 FOXO1 FOXO3 FOXO4 G6PC1 GADD45A IKBKB KAT2B MAPK10 MAPK8 MAPK9 MST1 PLK1 RALA RALB RAN RBL2 SFN SGK1 SIRT1 SKP2 SOD2 USP7 XPO1 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ ZFAND5 PID_FRA_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_FRA_PATHWAY ATF4 BGLAP CCL2 CCNA2 CCND1 CDKN2A COL1A2 CXCL8 DCN DMTF1 EP300 FOSL1 FOSL2 GJA1 HMOX1 IL6 ITGB4 IVL JUN JUNB JUND LAMA3 LIF MGP MMP1 MMP2 MMP9 NFATC1 NFATC2 NFATC3 NOS3 PLAU PLAUR SP1 THBD TXLNG USF2 PID_GLYPICAN_1PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_GLYPICAN_1PATHWAY APP BLK FGF2 FGFR1 FGR FLT1 FYN GPC1 HCK LAMA1 LCK LYN NRG1 PLA2G2A PRNP SERPINC1 SLIT2 SMAD2 SRC TDGF1 TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 VEGFA YES1 PID_GMCSF_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_GMCSF_PATHWAY CCL2 CISH CSF2 CSF2RA CSF2RB FOS GAB2 GRB2 HRAS IKBKB IRF8 JAK2 KRAS LYN MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS OSM PIK3CA PIK3R1 PIM1 PRKACA PRKACB PRKACG PTPN11 RAF1 SHC1 SOS1 STAT1 STAT3 STAT5A STAT5B SYK YWHAZ PID_HDAC_CLASSIII_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_HDAC_CLASSIII_PATHWAY ACSS1 ACSS2 BAX CDKN1A CREBBP EP300 FHL2 FOXO1 FOXO3 FOXO4 H1-4 H4C9 HDAC4 HOXA10 KAT2B MEF2D MYOD1 PPARGC1A SIRT1 SIRT2 SIRT3 SIRT7 TP53 TUBA1B TUBB2A XRCC6 PID_HDAC_CLASSII_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_HDAC_CLASSII_PATHWAY ANKRA2 BCL6 BCOR CAMK4 ESR1 GATA1 GATA2 GNB1 GNG2 GRK2 HDAC10 HDAC11 HDAC3 HDAC4 HDAC5 HDAC6 HDAC7 HDAC9 HSP90AA1 MEF2C NCOR2 NR3C1 RAN RANBP2 RANGAP1 RFXANK SRF SUMO1 TUBA1B TUBB2A UBE2I XPO1 YWHAB YWHAE PID_HDAC_CLASSI_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_HDAC_CLASSI_PATHWAY CHD3 CHD4 CREBBP EP300 FKBP3 GATA1 GATA2 GATAD2A GATAD2B HDAC1 HDAC10 HDAC11 HDAC2 HDAC3 HDAC4 HDAC5 HDAC6 HDAC7 HDAC8 HDAC9 KAT2B MAX MBD2 MBD3 MBD3L2 MTA2 MXD1 NCOR1 NCOR2 NFKB1 NFKBIA NR2C1 PPARG PRKACA PRMT5 RAN RANBP2 RANGAP1 RBBP4 RBBP7 RELA SAP18 SAP30 SIN3A SIN3B SIRT1 SIRT2 SIRT3 SIRT4 SIRT5 SIRT6 SIRT7 SMAD7 SMG5 SMURF1 SSPOP STAT3 SUMO1 TFCP2 TNF TNFRSF1A UBE2I WDR77 XPO1 YY1 ZFPM1 PID_HEDGEHOG_2PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_HEDGEHOG_2PATHWAY AKT1 ARRB2 BOC CDON DHH GAS1 GLI2 GRK2 HHAT HHIP IHH LRP2 LRPAP1 PIK3CA PIK3R1 PTCH1 PTCH2 PTHLH SHH SMO STIL TGFB2 PID_HEDGEHOG_GLI_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_HEDGEHOG_GLI_PATHWAY AKT1 ARRB2 CREBBP CSNK1A1 CSNK1D CSNK1E CSNK1G1 CSNK1G2 CSNK1G3 FBXW11 FOXA2 GLI1 GLI2 GLI3 GNAI1 GNAI2 GNAI3 GNAO1 GNAZ GNB1 GNG2 GSK3B HDAC1 HDAC2 IFT172 IFT88 KIF3A LGALS3 MAP2K1 MTSS1 PIAS1 PRKACA PRKCD PTCH1 RAB23 RBBP4 RBBP7 SAP18 SAP30 SHH SIN3A SIN3B SMO SPOP SSPOP STK36 SUFU XPO1 PID_HES_HEY_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_HES_HEY_PATHWAY AR ARNT ASCL1 BGLAP CAMK2D CD4 CDKN1B CREBBP CTBP1 E2F1 EP300 GAA GATA1 GATA4 GATA6 GHR HDAC1 HES1 HES6 HEY1 HEY2 HIF1A ID1 JAK2 KDM1A KDR MAML1 MAML2 MYB MYOD1 NCOA1 NCOR1 NCOR2 NEUROG3 NOTCH1 PARP1 PTF1A RB1 RBBP8 RBPJ RCAN1 RUNX2 SPEN STAT3 TCF3 TLE1 TWIST1 YY1 PID_HIF1A_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_HIF1A_PATHWAY ARNT CDKN2A COPS5 CUL2 EGLN1 EGLN2 EGLN3 ELOB ELOC HIF1A HIF1AN HIF3A HSP90AA1 NAA10 OS9 RACK1 RBX1 TP53 VHL PID_HIF1_TFPATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_HIF1_TFPATHWAY ABCB1 ABCG2 ADM AKT1 ALDOA ARNT BHLHE40 BHLHE41 BNIP3 CA9 CITED2 COPS5 CP CREB1 CREBBP CXCL12 CXCR4 EDN1 EGLN1 EGLN3 ENG ENO1 EP300 EPO ETS1 FECH FOS FURIN GATA2 GCK HDAC7 HIF1A HK1 HK2 HMOX1 HNF4A ID2 IGFBP1 ITGB2 JUN LDHA LEP MCL1 NCOA1 NCOA2 NDRG1 NOS2 NPM1 NT5E PFKFB3 PFKL PGK1 PGM1 PKM PLIN2 RORA SERPINE1 SLC2A1 SMAD3 SMAD4 SP1 TERT TF TFF3 TFRC VEGFA PID_HIF2PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_HIF2PATHWAY ABCG2 ADORA2A APEX1 ARNT BHLHE40 CITED2 CREBBP EFNA1 EGLN1 EGLN2 EGLN3 EIF3E ELK1 ELOB ELOC EP300 EPAS1 EPO ETS1 FLT1 FXN HIF1AN KDR MMP14 PGK1 POU5F1 SERPINE1 SIRT1 SLC11A2 SLC2A1 SP1 TWIST1 VEGFA VHL PID_HIV_NEF_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_HIV_NEF_PATHWAY APAF1 BAG4 BCL2 BID BIRC3 CASP2 CASP3 CASP6 CASP7 CASP8 CASP9 CD247 CFLAR CHUK CRADD CYCS DAXX DFFA DFFB FADD FAS FASLG MAP2K7 MAP3K14 MAP3K5 MAPK8 NFKB1 NFKBIA RELA RIPK1 TNF TNFRSF1A TRADD TRAF1 TRAF2 PID_HNF3A_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_HNF3A_PATHWAY AP1B1 APOB AR ATP5PF BRCA1 C4BPB CDKN1B CEBPB COL18A1 CREBBP CYP2C18 DSCAM EP300 ESR1 FOS FOXA1 FOXA2 FOXA3 GCG INS JUN KLK3 NCOA3 NDUFV3 NFIA NFIB NFIC NKX3-1 NR2F2 NRIP1 PISD POU2F1 PRDM15 SCGB1A1 SERPINA1 SFTPA1 SFTPA2 SFTPD SHH SOD1 SP1 TFF1 VTN XBP1 PID_HNF3B_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_HNF3B_PATHWAY ABCC8 ACADM ACADVL AFP AKT1 ALAS1 ALB ALDOB APOA1 BDH1 CEBPA CEBPB CEBPD CPT1A CPT1B CPT1C CREB1 DLK1 F2 FOXA1 FOXA2 FOXA3 FOXF1 G6PC1 GCK HADH HMGCS1 HNF1A HNF1B HNF4A IGFBP1 INS KCNJ11 NF1 NKX2-1 NR3C1 PCK1 PDX1 PKLR SLC2A2 SP1 TAT TFRC TTR UCP2 PID_IFNG_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_IFNG_PATHWAY AKT1 CAMK2A CAMK2B CAMK2D CAMK2G CASP1 CBL CEBPB CREBBP CRKL DAPK1 EP300 IFNG IFNGR1 IL1B IRF1 IRF9 JAK1 JAK2 MAP2K1 MAP3K1 MAP3K11 MAPK1 MAPK3 MTOR PIAS1 PIAS4 PIK3CA PIK3R1 PRKCD PTGES2 PTPN11 PTPN2 RAP1A RAP1B RAPGEF1 SMAD7 SOCS1 STAT1 STAT3 PID_IGF1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_IGF1_PATHWAY AKT1 BAD BCAR1 CRK CRKL GRB10 GRB2 HRAS IGF1R IRS1 IRS2 NCK2 PDPK1 PIK3CA PIK3R1 PRKCD PRKCZ PRKD1 PTK2 PTPN1 PTPN11 PXN RACK1 RAF1 RPS6KB1 SHC1 SOS1 YWHAE YWHAZ PID_IL12_2PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_IL12_2PATHWAY ATF2 B2M CCL3 CCL4 CCR5 CD247 CD3D CD3E CD3G CD4 CD8A CD8B EOMES FASLG FOS GADD45B GADD45G GZMA GZMB HLA-A HLA-DRA HLX IFNG IL12A IL12B IL12RB1 IL12RB2 IL18 IL18R1 IL18RAP IL1B IL1R1 IL2 IL2RA IL2RB IL2RG IL4 JAK2 LCK MAP2K3 MAP2K6 MAPK14 MTOR NFKB1 NFKB2 NOS2 PPP3CA PPP3CB PPP3R1 RAB7A RELA RELB RIPK2 SOCS1 SPHK2 STAT1 STAT3 STAT4 STAT5A STAT6 TBX21 TYK2 PID_IL12_STAT4_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_IL12_STAT4_PATHWAY CD247 CD28 CD3D CD3E CD3G CD4 CD80 CD86 CREBBP ETV5 FOS HLA-DRA IFNG IL13 IL18 IL18R1 IL18RAP IL2 IL2RA IRF1 JUN MAPK8 MAPK9 PIAS2 PPP3CA PPP3CB PPP3R1 PRF1 STAT3 STAT4 TBX21 TGFB1 PID_IL1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_IL1_PATHWAY CASP1 CHUK ERC1 IKBKB IKBKG IL1A IL1B IL1R1 IL1R2 IL1RAP IL1RN IRAK1 IRAK3 IRAK4 JUN MAP2K6 MAP3K3 MAP3K7 MAPK8 MYD88 NFKB1 PIK3CA PIK3R1 PRKCI PRKCZ RELA SQSTM1 TAB1 TAB2 TICAM2 TOLLIP TRAF6 UBE2N UBE2V1 PID_IL23_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_IL23_PATHWAY ALOX12B CCL2 CD3E CD4 CXCL1 CXCL9 IFNG IL12B IL12RB1 IL17A IL17F IL18 IL18R1 IL18RAP IL19 IL1B IL2 IL23A IL23R IL24 IL6 ITGA3 JAK2 MPO NFKB1 NFKBIA NOS2 PIK3CA PIK3R1 RELA SOCS3 STAT1 STAT3 STAT4 STAT5A TNF TYK2 PID_IL27_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_IL27_PATHWAY EBI3 GATA3 IFNG IL12A IL12B IL12RB1 IL12RB2 IL17A IL18 IL1B IL2 IL27 IL27RA IL6 IL6ST JAK1 JAK2 STAT1 STAT2 STAT3 STAT4 STAT5A TBX21 TGFB1 TNF TYK2 PID_IL2_1PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_IL2_1PATHWAY BCL2 CDK2 CISH DOK2 FOS FYN GAB2 GRB2 HRAS IFNG IKZF3 IL2 IL2RA IL2RB IL2RG IRS1 IRS2 JAK1 JAK3 JUN KRAS LCK MAP2K1 MAP2K2 MAPK1 MAPK11 MAPK14 MAPK3 MAPK8 MAPK9 MAPKAPK2 MYC NRAS PIK3CA PIK3R1 PPP2R5D PRKCB PRKCE PTK2B PTPN11 RAF1 RASA1 RHOA SHC1 SOCS1 SOCS2 SOCS3 SOS1 STAM STAM2 STAT1 STAT3 STAT5A STAT5B SYK PID_IL2_PI3K_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_IL2_PI3K_PATHWAY AKT1 BCL2 BCL2L1 E2F1 EIF3A FOXO3 GAB2 GRB2 HSP90AA1 IL2 IL2RA IL2RB IL2RG JAK1 JAK3 LCK MTOR MYB MYC NFKB1 PIK3CA PIK3R1 PRKCZ PTPN11 RAC1 RELA RPS6 RPS6KB1 SGMS1 SHC1 SMPD1 SOS1 TERT UGCG PID_IL2_STAT5_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_IL2_STAT5_PATHWAY BCL2 BCL2L1 CCNA2 CCND2 CCND3 CDK6 ELF1 FASLG FOXP3 GAB2 GRB2 IL2 IL2RA IL2RB IL2RG IL4 JAK1 JAK3 LCK LTA MYC PIK3CA PIK3R1 PRF1 PTPN11 SHC1 SOS1 SP1 STAT5A STAT5B PID_IL3_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_IL3_PATHWAY BCL2L1 CEBPB CISH CNKSR1 CSF2RB GAB2 GRB2 HDAC1 ID1 IL3 IL3RA JAK2 OSM PIK3CA PIK3R1 PIM1 PRKACA PRKACB PRKACG PTPN11 SHC1 SRP9 STAT5A STAT5B YWHAG YWHAZ PID_IL4_2PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_IL4_2PATHWAY AICDA AKT1 ALOX15 ARG1 BCL2L1 BCL6 CBL CCL11 CCL17 CCL26 CD40LG CEBPB COL1A1 COL1A2 DOK2 EGR2 ETS1 FCER2 FES GRB2 GTF3A HMGA1 IGHE IGHG1 IGHG3 IL10 IL13RA1 IL13RA2 IL2RG IL4 IL4R IL5 IRF4 IRS1 IRS2 ITGB3 JAK1 JAK2 JAK3 LTA MAPK14 MTOR MYB MYBL1 OPRM1 PARP14 PIGR PIK3CA PIK3R1 PTPN6 RETNLB RPS6KB1 SELP SHC1 SOCS1 SOCS3 SOCS5 SP1 SPI1 STAT5A STAT5B STAT6 TFF3 THY1 PID_IL5_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_IL5_PATHWAY CISH CSF2RB GRB2 IL5 IL5RA JAK2 LYN PIK3CA PIK3R1 PIM1 PTPN11 SDCBP STAT5A STAT5B PID_IL6_7_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_IL6_7_PATHWAY A2M AKT1 BCL2L1 CEBPB CEBPD CRP FGG FOS FOXO1 GAB1 GAB2 GRB2 HCK HSP90B1 IL6 IL6R IL6ST IRF1 JAK1 JAK2 JUN JUNB LBP LMO4 MAP2K4 MAP2K6 MAPK11 MAPK14 MCL1 MITF MYC PIAS1 PIAS3 PIK3CA PIK3R1 PRKCD PTPN11 PTPRE RAC1 SOCS3 SOS1 STAT1 STAT3 TIMP1 TNFSF11 TYK2 VAV1 PID_IL8_CXCR1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_IL8_CXCR1_PATHWAY AKT1 ARRB1 ARRB2 CBL CXCL8 CXCR1 DNM1 FGR GNA14 GNA15 GNAI2 GNB1 GNG2 GRK2 HCK LYN PDPK1 PIK3CG PIK3R6 PLCB1 PLCB2 PLCB3 PLD1 PRKCA PRKCB PRKCE PRKCG RAB5A PID_IL8_CXCR2_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_IL8_CXCR2_PATHWAY AKT1 ARRB1 ARRB2 CBL CXCL8 CXCR2 DNM1 DOCK2 ELMO1 FGR GNA14 GNA15 GNAI2 GNB1 GNG2 HCK LYN PDPK1 PIK3CG PIK3R6 PLCB1 PLCB2 PLCB3 PLD2 PPP2CA PPP2R1A PRKCA PRKCB PRKCG RAB11A RAB5A RAB7A RAC2 VASP PID_ILK_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_ILK_PATHWAY ACTN1 AKT1 ARHGEF6 ARHGEF7 AURKA CCND1 CDC37 CDC42 CKAP5 CREB1 CTNNB1 DIAPH1 ELMO2 GIT2 GSK3B HSP90AA1 ILK ILKAP IQGAP1 JUN LIMS1 LIMS2 MYL9 NACA NCK2 PARP1 PARVA PARVB PARVG PPP1R12A PPP1R14A PPP1R14B PPP1R14C PXN RAC1 RHOG RICTOR RUVBL1 RUVBL2 SNAI1 TACC3 TNS1 XPO1 ZEB1 ZYX PID_INSULIN_GLUCOSE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_INSULIN_GLUCOSE_PATHWAY AKT1 AKT2 ASIP GSK3B GYS1 INS INSR LNPEP PPP1CC PPP1R3A PRKCI PRKCZ RHOQ SFN SLC2A4 STX4 STXBP4 TBC1D4 TRIP10 VAMP2 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ PID_INSULIN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_INSULIN_PATHWAY AKT1 AKT2 CAV1 CBL CRK DOK1 EIF4EBP1 EXOC1 EXOC2 EXOC3 EXOC4 EXOC5 EXOC6 EXOC7 F2RL2 FOXO3 GRB10 GRB14 GRB2 HRAS INS INSR IRS1 NCK1 NCK2 PARD6A PDPK1 PIK3CA PIK3R1 PRKCI PRKCZ PTPN1 PTPN11 PTPRA RAPGEF1 RASA1 RHOQ RPS6KB1 SGK1 SH2B2 SHC1 SORBS1 SOS1 TRIP10 PID_INTEGRIN1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_INTEGRIN1_PATHWAY CD14 CD81 COL11A1 COL11A2 COL18A1 COL1A1 COL1A2 COL2A1 COL3A1 COL4A1 COL4A3 COL4A4 COL4A5 COL4A6 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 COL7A1 CSPG4 F13A1 FBN1 FGA FGB FGG FN1 IGSF8 ITGA1 ITGA10 ITGA11 ITGA2 ITGA3 ITGA4 ITGA5 ITGA6 ITGA7 ITGA8 ITGA9 ITGAV ITGB1 JAM2 LAMA1 LAMA2 LAMA3 LAMA4 LAMA5 LAMB1 LAMB2 LAMB3 LAMC1 LAMC2 MDK NID1 NPNT PLAU PLAUR SPP1 TGFBI TGM2 THBS1 THBS2 TNC VCAM1 VEGFA VTN PID_INTEGRIN2_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_INTEGRIN2_PATHWAY C3 CCN1 CD40LG F10 F11R FCGR2A FGA FGB FGG GP1BA ICAM1 ICAM2 ICAM3 ICAM4 ITGAD ITGAL ITGAM ITGAX ITGB2 JAM3 KNG1 PLAT PLAU PLAUR PROC SPON2 TGFBI THY1 VCAM1 PID_INTEGRIN3_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_INTEGRIN3_PATHWAY CCN1 CD47 COL1A1 COL1A2 COL4A1 COL4A3 COL4A4 COL4A5 COL4A6 EDIL3 F11R FBN1 FGA FGB FGG FN1 HMGB1 IBSP ITGA2B ITGAV ITGB3 KDR L1CAM LAMA4 LAMB1 LAMC1 PDGFB PDGFRB PECAM1 PLAU PLAUR PVR SDC1 SDC4 SPHK1 SPP1 TGFBI TGFBR2 THBS1 THY1 TNC VEGFA VTN PID_INTEGRIN4_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_INTEGRIN4_PATHWAY ITGA6 ITGB4 LAMA1 LAMA2 LAMA3 LAMA5 LAMB1 LAMB2 LAMB3 LAMC1 LAMC2 PID_INTEGRIN5_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_INTEGRIN5_PATHWAY CCN1 EDIL3 FBN1 FN1 ITGA4 ITGAV ITGB5 ITGB6 ITGB7 ITGB8 MADCAM1 PLAU PLAUR SDC1 TGFBR1 VCAM1 VTN PID_INTEGRIN_A4B1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_INTEGRIN_A4B1_PATHWAY ABI1 ADAM28 ARF6 BCAR1 CD14 CD81 CRK DOCK1 FN1 GIT1 IGSF8 ITGA4 ITGB1 JAM2 JAML MDK MYH2 PRKACA PRKACB PRKAR1A PRKAR1B PTK2 PTK2B PTPRA PXN RAC1 SPP1 SRC THBS1 THBS2 TLN1 VCAM1 YWHAZ PID_INTEGRIN_A9B1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_INTEGRIN_A9B1_PATHWAY ADAM12 ADAM15 ADAM2 ADAM8 BCAR1 CSF2 CSF2RA F13A1 FN1 ITGA9 ITGB1 KCNJ15 NOS2 PAOX PXN RAC1 SAT1 SPP1 SRC TGM2 TNC VCAM1 VEGFA VEGFC VEGFD PID_INTEGRIN_CS_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_INTEGRIN_CS_PATHWAY ITGA1 ITGA10 ITGA11 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA6 ITGA7 ITGA8 ITGA9 ITGAD ITGAE ITGAL ITGAM ITGAV ITGAX ITGB1 ITGB2 ITGB3 ITGB4 ITGB5 ITGB6 ITGB7 ITGB8 PID_KIT_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_KIT_PATHWAY AKT1 BAD BCL2 CBL CREBBP CRKL DOK1 EPO EPOR FER FOXO3 GAB1 GRAP2 GRB10 GRB2 GSK3B HRAS JAK2 KIT KITLG LYN MAP2K1 MAP2K2 MAP4K1 MAPK3 MAPK8 MATK MITF PDPK1 PIK3C2B PIK3CA PIK3R1 PTEN PTPN11 PTPN6 PTPRO RAF1 RPS6KB1 SH2B2 SH2B3 SHC1 SNAI2 SOCS1 SOS1 SPRED1 SPRED2 STAP1 STAT1 STAT3 STAT5A TEC VAV1 PID_LIS1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_LIS1_PATHWAY ABL1 CDC42 CDK5 CDK5R1 CDK5R2 CLIP1 CSNK2A1 DAB1 DCX DYNC1H1 DYNLT1 IQGAP1 KATNA1 LRP8 LRPAP1 MAP1B NDEL1 NUDC PAFAH1B1 PAFAH1B2 PAFAH1B3 PLA2G7 PPP2R5D RAC1 RELN RHOA VLDLR YWHAE PID_LKB1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_LKB1_PATHWAY AKT1S1 BRSK1 BRSK2 CAB39 CDC37 CREB1 CRTC2 CTSD ESR1 ETV4 EZR GSK3B HSP90AA1 MAP2 MAPT MARK2 MARK4 MLST8 MTOR MYC PRKAA1 PRKAA2 PRKAB1 PRKACA PRKAG1 PSEN2 RPTOR SFN SIK1 SIK2 SIK3 SMAD4 SMARCD3 STK11 STK11IP STK26 STRADA STRADB TP53 TSC1 TSC2 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ PID_LPA4_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_LPA4_PATHWAY ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 CREB1 GNAL LPAR4 PRKACA PRKCE RPS6KA5 PID_LYMPH_ANGIOGENESIS_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_LYMPH_ANGIOGENESIS_PATHWAY AKT1 COL1A1 COL1A2 CREB1 CRK FLT4 FN1 GRB2 ITGA1 ITGA2 ITGA4 ITGA5 ITGB1 MAP2K4 MAPK1 MAPK11 MAPK14 MAPK3 PIK3CA PIK3R1 RPS6KA1 SHC1 SOS1 VEGFC VEGFD PID_LYSOPHOSPHOLIPID_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_LYSOPHOSPHOLIPID_PATHWAY ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ADRA1B AKT1 ARHGEF1 BCAR1 CASP3 CRK CXCL8 EGFR FOS GAB1 GNA11 GNA12 GNA13 GNA14 GNA15 GNAI1 GNAI2 GNAI3 GNAO1 GNAQ GNAZ GNB1 GNG2 GSK3B HBEGF HRAS IL6 JUN LPAR1 LPAR2 LPAR3 LPAR4 LYN MAPT MMP2 MMP9 NFKB1 NFKBIA NHERF2 PIK3CB PIK3R1 PLCB3 PLCG1 PLD2 PRKCD PRKCE PRKD1 PTK2 PTK2B PXN RAC1 RELA RHOA SRC TIAM1 TRIP6 PID_MAPK_TRK_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_MAPK_TRK_PATHWAY BRAF CDK5 CDK5R1 CREB1 EGR1 EHD4 ELK1 FOS HRAS KRAS MAP2K1 MAP2K3 MAP2K5 MAP2K6 MAP3K2 MAPK1 MAPK14 MAPK3 MAPK7 MAPKAPK2 MEF2C NRAS NTF3 PRKCD RAF1 RAP1A RAP1B RIT1 RIT2 RPS6KA1 RPS6KA5 RUSC1 SRF TRPV1 PID_MET_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_MET_PATHWAY AKT1 AKT1S1 AKT2 APC ARF6 ARHGEF4 BAD BCAR1 CBL CDC42 CDH1 CRK CRKL CTNNA1 CTNNB1 DEPTOR EGR1 EIF4E EIF4EBP1 EPS15 ETS1 F2RL2 GAB1 GAB2 GRB2 HGF HGS HRAS INPPL1 JUN KPNB1 MAP2K1 MAP2K2 MAP2K4 MAP3K1 MAPK1 MAPK3 MAPK8 MET MLST8 MTOR MUC20 NCK1 NCK2 NUMB PAK1 PAK2 PAK4 PARD6A PDPK1 PIK3CA PIK3R1 PLCG1 PRKCI PRKCZ PTK2 PTPN1 PTPN11 PTPN2 PTPRJ PXN RAB5A RAC1 RAF1 RANBP10 RANBP9 RAP1A RAP1B RAPGEF1 RHOA RIN2 RPTOR SH3GL2 SH3KBP1 SHC1 SNAI1 SOS1 SRC WASL PID_MTOR_4PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_MTOR_4PATHWAY AKT1 AKT1S1 ATG13 BNIP3 BRAF CCNE1 CDK2 CLIP1 CYCS DDIT4 DEPTOR EEF2 EEF2K EIF4A1 EIF4B EIF4E EIF4EBP1 FBXW11 HRAS IKBKB IRS1 KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 MAPKAP1 MLST8 MTOR NRAS PDCD4 PDPK1 PLD1 PLD2 PML POLDIP3 PPARGC1A PRKCA PRR5 PXN RAC1 RAF1 RB1CC1 RHEB RHOA RICTOR RPS6KA1 RPS6KB1 RPTOR RRAGA RRAGB RRAGC RRAGD RRN3 SFN SGK1 SREBF1 SSPOP TSC1 TSC2 ULK1 ULK2 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ YY1 PID_MYC_ACTIV_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_MYC_ACTIV_PATHWAY ACTL6A BAX BCAT1 BIRC5 BMI1 CAD CCNB1 CCND2 CDC25A CDCA7 CDK4 CREBBP DDX18 E2F3 EIF2S1 EIF4A1 EIF4E EIF4G1 ENO1 EP300 FOSL1 GAPDH GPAM HMGA1 HSP90AA1 HSPA4 HSPD1 HUWE1 ID2 IREB2 KAT2A KAT5 KIR3DL1 LDHA LIN28B MAX MMP9 MTA1 MTDH MYC MYCT1 NBN NCL NDUFAF2 NME1 NME2 NPM1 ODC1 PDCD10 PEG10 PFKM PIM1 PMAIP1 POLR3D PRDX3 PTMA RCC1 RIOX2 RPL11 RUVBL1 RUVBL2 SERPINI1 SHMT1 SLC2A1 SMAD3 SMAD4 SNAI1 SUPT3H SUPT7L TAF10 TAF12 TAF4B TAF9 TERT TFRC TK1 TP53 TRRAP UBTF PID_MYC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_MYC_PATHWAY ACTL6A AXIN1 CDKN2A FBXW7 GSK3B HBP1 KAT2A KAT5 MAX MYC PAK2 PIN1 PML PPP2CA PPP2R5A RUVBL1 RUVBL2 SKP2 SUPT3H SUPT7L TAF10 TAF12 TAF9 TRRAP ZBTB17 PID_MYC_REPRESS_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_MYC_REPRESS_PATHWAY ALDH9A1 BCL2 BRCA1 CCL5 CCND1 CDKN1A CDKN1B CDKN2B CEBPA CEBPD CFLAR CLU COL1A2 CREB1 CSDE1 DDIT3 DKK1 DNMT3A DNTT EP300 ERBB2 FOXO3 FTH1 GADD45A GFI1 GTF2H2 HDAC1 HDAC3 HMGCS2 ID2 IRF8 ITGA6 ITGB1 ITGB4 LGALS1 MAX MXD4 MYC NDRG1 NDRG2 NFYA NFYB NFYC PDGFRB PTPA RBL1 S100A7 SFRP1 SFXN3 SLC11A1 SMAD2 SMAD3 SMAD4 SP1 SPI1 TBP TJP2 TMEFF2 TMEM126A TSC2 WNT5A ZBTB17 ZFP36L1 PID_NCADHERIN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_NCADHERIN_PATHWAY AXIN1 CAMK2G CDC42 CDH2 CNR1 CTNNA1 CTNNB1 CTNND1 CTTN DAGLA DAGLB DCTN1 FER FGFR1 GAP43 GJA1 GRIA2 GSN JUP KIF5B LRP5 MAPK8 MAPRE1 MYL2 PIK3CA PIK3R1 PIP5K1C PLCG1 PTPN1 PTPN11 RAC1 RHOA ROCK1 PID_NECTIN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_NECTIN_PATHWAY AFDN CDC42 CDH1 CLDN1 CRK CTNNA1 CTNNB1 F11R FARP2 IQGAP1 ITGAV ITGB3 NECTIN1 NECTIN2 NECTIN3 PDGFB PDGFRB PIK3CA PIK3R1 PIP5K1C PTK2 PTPRM PVR RAC1 RAP1A RAP1B RAPGEF1 SRC TLN1 VAV2 PID_NEPHRIN_NEPH1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_NEPHRIN_NEPH1_PATHWAY AKT1 ARRB2 BAD CD2AP F2RL2 FYN GRB2 JUN KIRREL1 MAP2K4 MAPK10 MAPK8 MAPK9 NCK1 NCK2 NPHS1 NPHS2 PARD6A PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PLCG1 PRKCI PRKCZ RAC1 TJP1 TRPC6 WASL PID_NETRIN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_NETRIN_PATHWAY AGAP2 BCAR1 CAMK2A CDC42 DAPK1 DCC DOCK1 ELMO1 FYN MAP1B MAP2K1 MAP2K2 MAPK1 MAPK3 MYO10 NCK1 NTN1 PAK1 PIK3CA PIK3R1 PITPNA PLCG1 PTK2 RAC1 RHOA SRC TRIO UNC5A UNC5B UNC5C WASL YES1 PID_NFAT_3PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_NFAT_3PATHWAY AKAP5 BAD BCL2 BCL2L1 CABIN1 CAMK4 CASP3 CHP1 CREBBP CSNK1A1 CSNK2A1 EP300 FKBP1A FKBP8 GSK3B KPNA2 KPNB1 MAP3K1 MAP3K8 MAPK14 MAPK3 MAPK8 MAPK9 MEF2D NFATC1 NFATC2 NFATC3 NR4A1 NUP214 PIM1 PPP3CA PPP3CB PPP3R1 PRKACA PRKCA PRKCB PRKCD PRKCE PRKCG PRKCH PRKCQ PRKCZ RAN RCAN1 RCAN2 SFN XPO1 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ PID_NFAT_TFPATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_NFAT_TFPATHWAY BATF3 CASP3 CBLB CD40LG CDK4 CSF2 CTLA4 CXCL8 DGKA E2F1 EGR1 EGR2 EGR3 EGR4 FASLG FOS FOSL1 FOXP3 GATA3 GBP3 IFNG IKZF1 IL2 IL2RA IL3 IL4 IL5 IRF4 ITCH JUN JUNB MAF NFATC1 NFATC2 NFATC3 POU2F1 PPARG PRKCQ PTGS2 PTPN1 PTPRK RNF128 SLC3A2 TBX21 TNF PID_NFKAPPAB_ATYPICAL_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_NFKAPPAB_ATYPICAL_PATHWAY ARRB2 BCL3 CSNK2A1 CSNK2A2 CSNK2B IKBKB LCK MAPK14 NFKB1 NFKBIA PIK3CA PIK3R1 REL RELA SRC SSPOP SYK PID_NFKAPPAB_CANONICAL_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_NFKAPPAB_CANONICAL_PATHWAY ATM BCL10 BIRC2 CHUK CYLD ERC1 IKBKB IKBKG MALT1 NFKB1 NFKBIA NOD2 PRKCA RAN RELA RIPK2 SSPOP TNF TNFAIP3 TNFRSF1A TRAF6 UBE2D3 XPO1 PID_NOTCH_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_NOTCH_PATHWAY ADAM10 ADAM12 APH1A APH1B CBL CCND1 CDKN1A CNTN1 CNTN6 CTBP1 CUL1 DLK1 DLL1 DLL3 DLL4 DNER DNM1 DTX1 ENO1 EP300 EPS15 FBXW7 FURIN GATA3 HDAC1 IL4 ITCH JAG1 JAG2 KDM1A LNX1 MAML1 MAML2 MARK2 MFAP2 MFAP5 MIB1 MYC MYCBP NCOR1 NCOR2 NCSTN NEURL1 NOTCH1 NOTCH2 NOTCH3 NOTCH4 NUMB PSEN1 PSENEN PTCRA RAB11A RBBP8 RBPJ SKP1 SKP2 SPEN SSPOP YY1 PID_P38_ALPHA_BETA_DOWNSTREAM_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_P38_ALPHA_BETA_DOWNSTREAM_PATHWAY ATF1 ATF2 ATF6 CEBPB CREB1 CSNK2A1 CSNK2A2 CSNK2B DDIT3 EIF4E EIF4EBP1 ELK4 ESR1 GDI1 HBP1 HSPB1 JUN KRT19 KRT8 MAPK11 MAPK14 MAPKAPK2 MAPKAPK3 MAPKAPK5 MEF2A MEF2C MITF MKNK1 NOS2 PLA2G4A PPARGC1A PTGS2 RAB5A RPS6KA4 RPS6KA5 SLC9A1 TP53 USF1 PID_P38_ALPHA_BETA_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_P38_ALPHA_BETA_PATHWAY BLK CCM2 CDC42 DUSP1 DUSP10 DUSP16 DUSP8 FGR FYN HCK LCK LYN MAP2K3 MAP2K4 MAP2K6 MAP3K12 MAP3K3 MAPK11 MAPK14 PAK1 PAK2 PAK3 RAC1 RALA RALB RIPK1 SRC TAB1 TRAF6 YES1 PID_P38_GAMMA_DELTA_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_P38_GAMMA_DELTA_PATHWAY CCND1 EEF2K MAP2K3 MAP2K6 MAP3K20 MAPK12 MAPK13 MAPT PKN1 SNTA1 STMN1 PID_P38_MK2_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_P38_MK2_PATHWAY CDC25B CREB1 ETV1 HSPB1 LSP1 MAPK11 MAPK14 MAPKAPK2 MAPKAPK3 RAF1 SFN SRF TCF3 TH TSC2 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ PID_P38_MKK3_6PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_P38_MKK3_6PATHWAY ATM CAMK2B CCM2 GADD45A GADD45B GADD45G MAP2K3 MAP2K6 MAP3K1 MAP3K10 MAP3K3 MAP3K4 MAP3K5 MAP3K6 MAP3K7 MAPK11 MAPK14 RAC1 TAB1 TAB2 TAOK1 TAOK2 TAOK3 TRAF2 TRAF6 TXN PID_P53_DOWNSTREAM_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_P53_DOWNSTREAM_PATHWAY AFP AIFM2 APAF1 APC ARID3A ATF3 BAK1 BAX BBC3 BCL2 BCL2A1 BCL2L1 BCL2L14 BCL2L2 BCL6 BDKRB2 BID BNIP3L BTG2 CARM1 CASP1 CASP10 CASP6 CAV1 CCNB1 CCNG1 CCNK CD82 CDKN1A CEBPZ COL18A1 COP1 CREBBP CSE1L CTSD CX3CL1 DDB2 DDIT4 DDX5 DGCR8 DKK1 DROSHA DUSP1 DUSP5 E2F1 E2F2 E2F3 EDN2 EGFR EP300 EPHA2 FAS FDXR FOXA1 GADD45A GDF15 GPX1 HDAC2 HGF HIC1 HTT IGFBP3 IRF5 JMY JUN KAT2A LIF MAP4K4 MCL1 MDM2 MET MLH1 MMP2 MSH2 NDRG1 NFYA NFYB NFYC NLRC4 PCBP4 PCNA PERP PIDD1 PLK3 PMAIP1 PML PMS2 POU4F1 POU4F2 PPM1J PPP1R13B PRDM1 PRKAB1 PRMT1 PTEN PYCARD RB1 RCHY1 RGCC RNF144B RPS27L RRM2B S100A2 SCN3B SERPINB5 SERPINE1 SESN1 SFN SH2D1A SMARCA4 SNAI2 SP1 SPP1 STEAP3 TADA2B TAF9 TAP1 TFDP1 TGFA TIGAR TNFRSF10A TNFRSF10B TNFRSF10C TNFRSF10D TP53 TP53BP2 TP53I3 TP53INP1 TP63 TP73 TRIAP1 TRRAP TSC2 TYRP1 VCAN VDR ZNF385A PID_P53_REGULATION_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_P53_REGULATION_PATHWAY ABL1 AKT1 ATM ATR CCNA2 CCNG1 CDK2 CDKN2A CHEK1 CHEK2 COP1 CREBBP CSE1L CSNK1A1 CSNK1D CSNK1E CSNK1G1 CSNK1G2 CSNK1G3 DAXX DYRK2 E4F1 EP300 FBXO11 GSK3B HIPK2 HUWE1 KAT2B KAT5 KAT8 KMT5A MAPK14 MAPK8 MAPK9 MDM2 MDM4 NEDD8 PIN1 PPM1D PPP1R13L PPP2CA PRKCD PRMT5 PTPA RASSF1 RCHY1 RPL11 RPL23 RPL5 SETD7 SKP2 SMYD2 TP53 TP53AIP1 TRIM28 TTC5 UBE2D1 USP7 YY1 PID_P73PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_P73PATHWAY ABL1 ADA AEN AFP BAK1 BAX BBC3 BCL2L11 BIN1 BRCA2 BUB1 BUB3 CASP2 CCNA2 CCNB1 CCNE2 CDK1 CDK2 CDK6 CDKN1A CHEK1 CLCA2 DCP1B DEDD EP300 FAS FASN FBXO45 FLOT2 FOXO3 GATA1 GDF15 GRAMD4 HAGH HEY2 HSF1 IL1RAP IL4R ITCH JAG2 JAK1 KAT5 MAPK11 MAPK14 MDM2 MYC NDUFS2 NEDD4L NSG1 NTRK1 PEA15 PFDN5 PIN1 PLK1 PLK3 PLPP1 PML PRKACB RACK1 RAD51 RB1 RCHY1 RELA RNF43 S100A2 SERPINA1 SERPINE1 SFN SIRT1 SP1 TP53AIP1 TP53I3 TP63 TP73 TUBA1A UBE4B WT1 WWOX YAP1 PID_P75_NTR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_P75_NTR_PATHWAY ADAM17 AKT1 APAF1 APH1A APH1B APP ARHGDIA BAD BCL2L11 BDNF BEX1 BEX3 BIRC2 BIRC3 CASP3 CASP6 CASP9 CHUK CYCS DIABLO E2F1 FURIN IKBKB IKBKG IRAK1 MAG MAGED1 MAGEH1 MAPK10 MAPK8 MAPK9 MMP3 MMP7 MYD88 NCSTN NDN NGF NGFR NSMCE3 NTF3 NTF4 NTRK1 OMG PIK3CA PIK3R1 PLG PRDM4 PRKACB PRKCI PRKCZ PSEN1 PSENEN RAC1 RHOA RHOB RHOC RIPK2 RTN4 RTN4R SHC1 SMPD2 SORT1 SQSTM1 TP53 TRAF6 XIAP YWHAE ZNF274 PID_PDGFRA_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_PDGFRA_PATHWAY CAV1 CAV3 CRK CRKL CSNK2A1 ELK1 FOS GRB2 IFNG ITGAV JAK1 JUN PDGFRA PIK3CA PIK3R1 PLCG1 RAPGEF1 SHB SHC1 SHF SOS1 SRF PID_PDGFRB_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_PDGFRB_PATHWAY ABI1 ABL1 ACTA2 ACTN4 ACTR2 ACTR3 AFDN ARAP1 ARHGAP35 ARHGDIA ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 BAIAP2 BCAR1 BLK BRAF BRK1 CBL CRK CSK CTTN CYFIP2 DNM2 DOCK4 DOK1 EIF2AK2 ELK1 EPS8 FGR FOS FYN GAB1 GRB10 GRB2 HCK HRAS IQGAP1 ITGAV ITGB3 JAK2 JUN JUND KRAS KSR1 LCK LRP1 LYN MAP2K1 MAP2K2 MAP2K4 MAP2K7 MAPK1 MAPK10 MAPK3 MAPK8 MAPK9 MYC MYOCD NCK1 NCK2 NCKAP1 NHERF1 NHERF2 NRAS PAG1 PAK1 PDGFB PDGFRB PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PIK3R6 PIN1 PLA2G4A PLCG1 PPP2CA PPP2R1A PPP2R2B PRKCA PRKCD PRKCE PTEN PTPN1 PTPN11 PTPN2 PTPRJ RAB4A RAB5A RAC1 RAF1 RAP1A RAP1B RAPGEF1 RASA1 RHOA RPS6KA3 S1PR1 SFN SHC1 SIPA1 SLA SOS1 SPHK1 SRC SRF STAT1 STAT3 STAT5A STAT5B TAGLN USP6NL VAV2 WASF2 WASL YES1 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ PID_PI3KCI_AKT_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_PI3KCI_AKT_PATHWAY AKT1 AKT2 AKT3 BAD BCL2L1 CASP9 CDKN1A CDKN1B CHUK FOXO1 FOXO3 FOXO4 GSK3A GSK3B HSP90AA1 KPNA1 MAP3K5 MAPKAP1 MLST8 MTOR PDPK1 PRKACA PRKDC RAF1 RICTOR SFN SLC2A4 SRC TBC1D4 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ PID_PI3KCI_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_PI3KCI_PATHWAY ADAP1 ARAP3 ARF1 ARF5 ARF6 BLK BLNK BTK CYTH1 CYTH2 CYTH3 DAPP1 FGR FOXO3 FYN HCK HRAS HSP90AA1 INPPL1 ITK KRAS LAT LCK LYN NRAS PDPK1 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PIK3R6 PLCG1 PLCG2 PLEKHA1 PLEKHA2 PTEN RAC1 RAP1A RHOA SGK1 SRC SYK YES1 ZAP70 PID_PI3K_PLC_TRK_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_PI3K_PLC_TRK_PATHWAY AGAP2 AKT1 BAD CAMK2A CAMK4 CCND1 CREB1 EGR1 EPB41L1 FOXO3 GAB1 GRB2 GSK3B HRAS KRAS NGF NRAS NTRK1 PDPK1 PIK3CA PIK3R1 PLCG1 PRKCD SFN SHC1 SOS1 SRC STAT5A TRPC3 TRPV1 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ PID_PLK1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_PLK1_PATHWAY AURKA BORA BUB1 BUB1B CCNB1 CDC14B CDC20 CDC25B CDC25C CDK1 CENPE CENPU CLSPN ECT2 ERCC6L FBXO5 FBXW11 FZR1 GOLGA2 GORASP1 INCENP KIF20A KIF2A KIZ NDC80 NINL NUDC ODF2 PAK1 PLK1 PPP1CB PPP1R12A PPP2CA PPP2R1A PRC1 RAB1A RHOA ROCK2 SGO1 SPC24 SSPOP STAG2 TPT1 TPX2 TUBG1 WEE1 PID_PRL_SIGNALING_EVENTS_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_PRL_SIGNALING_EVENTS_PATHWAY AGT ATF5 BCAR1 CCNA2 CCNE1 CDK2 CDKN1A EGR1 ITGA1 ITGB1 MAPK1 MAPK3 PTP4A1 PTP4A2 PTP4A3 RABGGTA RABGGTB RAC1 RHOA RHOC ROCK1 SRC TUBA1B PID_PS1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_PS1_PATHWAY ADAM10 APC APH1A APH1B AXIN1 CCND1 CREBBP CSNK1A1 CSNK2A1 CTBP1 CTNNB1 DKK1 DKK2 DLL1 DTX1 DVL1 FBXW11 FOS FRAT1 FZD1 GSK3B HDAC1 HNF1A JUN KREMEN2 LRP6 MAP3K7 MAPK1 MAPK3 MYC NCSTN NEDD4 NKD1 NLK NOTCH1 PPARD PPP2R5D PSEN1 PSENEN RBPJ SSPOP TAB1 TLE1 TLE5 WIF1 WNT1 PID_PTP1B_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_PTP1B_PATHWAY AKT1 BCAR1 BLK CAPN1 CAV1 CDH2 CRK CSF1 CSF1R CSK CSN2 DOK1 EGF EGFR FCGR2A FER FGR FYN GRB2 HCK INS INSR IRS1 ITGA2B ITGB3 JAK2 LAT LCK LEP LEPR LYN NOX4 PDGFB PDGFRB PIK3CA PIK3R1 PRL PRLR PTPN1 RHOA SHC1 SOCS3 SPRY2 SRC STAT3 STAT5A STAT5B TRPV6 TXN TYK2 YBX1 YES1 PID_RAC1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_RAC1_PATHWAY ABI1 ABI2 ACTR2 ACTR3 ARHGAP5 ARHGDIA ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 ATF2 BAIAP2 BCAR1 BRK1 CDH1 CFL1 CRK CTNNA1 CTNNB1 CYBA CYBB CYFIP2 IQGAP1 IQGAP3 JUN LIMK1 MAP2K3 MAP2K4 MAP2K6 MAP2K7 MAP3K1 MAP3K11 MAPK14 MAPK8 MAPK9 NCF1 NCF2 NCKAP1 NOX1 NOXA1 NOXO1 PAK1 PAK2 PIP5K1A PIP5K1B PIP5K1C PLCB2 RAC1 RACGAP1 STAT3 STAT5A WASF1 WASF2 PID_RAC1_REG_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_RAC1_REG_PATHWAY ABI1 ABR ARHGAP1 ARHGAP17 ARHGAP9 ARHGDIA ARHGEF2 ARHGEF25 ARHGEF6 ARHGEF7 BCR CHN1 CHN2 DEF6 DOCK1 DOCK2 DOCK6 ELMO1 EPS8 KALRN MCF2 NGEF PREX1 PREX2 RAC1 RACGAP1 RALBP1 RAP1GDS1 RASGRF1 RASGRF2 SOS1 SPATA13 TIAM1 TIAM2 TRIO VAV1 VAV2 VAV3 PID_RANBP2_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_RANBP2_PATHWAY HDAC1 HDAC4 MDM2 PIAS1 PIAS2 RAN RANBP2 RANGAP1 SUMO1 UBE2I XPO1 PID_RAS_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_RAS_PATHWAY CAMK2B DAB2IP GRB2 HRAS KRAS LGALS1 LGALS3 NF1 NRAS PLCE1 PRKCA PRKCB PRKCE PRKCZ RABGEF1 RASA1 RASA2 RASA4 RASAL1 RASGRF1 RASGRF2 RASGRP1 RASGRP2 RASGRP3 RASGRP4 RIN1 RRAS SOS1 SOS2 SYNGAP1 PID_RB_1PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_RB_1PATHWAY AATF ABL1 ATF2 ATF7 BGLAP BRD2 CBX4 CCNA2 CCND1 CCND2 CCND3 CCNE1 CDK2 CDK4 CDK6 CDKN1A CDKN1B CDKN2A CEBPA CEBPB CEBPD CKM CREBBP CSF2 CTBP1 DNMT1 E2F1 E2F2 E2F3 E2F4 ELF1 EP300 GSC HDAC1 HDAC3 JUN MAPK11 MAPK14 MAPK9 MDM2 MEF2C MET MITF MYOD1 PAX3 PPARG PPP2CA PPP2R3B RAF1 RB1 RBBP4 RBP2 RUNX2 SFTPD SIRT1 SKP2 SMARCA4 SMARCB1 SPI1 SUV39H1 TAF1 TBP TFDP1 TGFB2 UBTF PID_REELIN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_REELIN_PATHWAY AKT1 ARHGEF2 CBL CDK5 CDK5R1 CRKL DAB1 FYN GRIN2A GRIN2B GSK3B ITGA3 ITGB1 LRP8 LRPAP1 MAP1B MAP2K7 MAP3K11 MAPK8 MAPT NCK2 PAFAH1B1 PIK3CA PIK3R1 RAP1A RAPGEF1 RELN VLDLR PID_REG_GR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_REG_GR_PATHWAY AFP AKT1 BAX BGLAP CDK5 CDK5R1 CDKN1A CGA CREB1 CREBBP CSF2 CSN2 CXCL8 EGR1 EP300 FGG FKBP4 FKBP5 FOS GATA3 GSK3B HDAC1 HDAC2 HSP90AA1 ICAM1 IFNG IL13 IL2 IL4 IL5 IL6 IRF1 JUN KMT5B KRT14 KRT17 KRT5 MAPK1 MAPK10 MAPK11 MAPK14 MAPK3 MAPK8 MAPK9 MDM2 MMP1 NCOA1 NCOA2 NFATC1 NFKB1 NR1I3 NR3C1 NR4A1 PBX1 PCK2 POMC POU1F1 POU2F1 PPP5C PRKACA PRKACB PRKACG PRL RELA SELE SFN SGK1 SMARCA4 SMARCC1 SMARCC2 SMARCD1 SPI1 STAT1 STAT5A STAT5B SUMO2 TBP TBX21 TP53 TSG101 VIPR1 YWHAH PID_RETINOIC_ACID_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_RETINOIC_ACID_PATHWAY AKT1 CCNH CDK1 CDK7 CREBBP EP300 HDAC1 HDAC3 KAT2B MAPK1 MAPK14 MAPK3 MAPK8 MNAT1 NCOA1 NCOA2 NCOA3 NCOR2 NRIP1 PRKACA PRKCA PRKCG RARA RARB RARG RBP1 RXRA RXRB RXRG VDR PID_RET_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_RET_PATHWAY BCAR1 CREB1 CRK DOK1 DOK4 DOK5 DOK6 FRS2 GAB1 GDNF GFRA1 GRB10 GRB2 GRB7 HRAS IRS1 IRS2 JUN MAPK1 MAPK3 MAPK8 NCK1 PDLIM7 PIK3CA PIK3R1 PRKACA PRKCA PTK2 PTPN11 PXN RAC1 RAP1A RASA1 RET RHOA SHANK3 SHC1 SOS1 SRC PID_RHOA_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_RHOA_PATHWAY ACTA1 ATF2 CCN1 CDC42 CDKN1B CFL1 CIT DIAPH1 EZR F2RL2 FOS ITGB1 JUN LIMK1 LIMK2 MAP2K3 MAP2K4 MAP2K6 MAPK12 MAPK8 MRTFA MSN MYL2 PARD6A PIP5K1A PIP5K1B PIP5K1C PKN1 PKN2 PLD1 PLD2 PPP1R12A PRKCZ PTEN RDX RHOA ROCK1 ROCK2 SCAI SH3GL2 SLC9A1 SLC9A3 SRF TLN1 VCL PID_RHOA_REG_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_RHOA_REG_PATHWAY ABR AKAP13 ARAP1 ARAP3 ARHGAP35 ARHGAP4 ARHGAP5 ARHGAP6 ARHGAP8 ARHGAP9 ARHGDIA ARHGDIB ARHGDIG ARHGEF1 ARHGEF10 ARHGEF10L ARHGEF11 ARHGEF12 ARHGEF15 ARHGEF17 ARHGEF18 ARHGEF2 ARHGEF25 ARHGEF28 ARHGEF3 ARHGEF5 BCR CDKN1B DEF6 DLC1 ECT2 FARP1 MCF2 MCF2L MYO9B NET1 NGEF OBSCN OPHN1 PLEKHG6 RHOA SRGAP1 TRIO VAV1 VAV2 VAV3 PID_RHODOPSIN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_RHODOPSIN_PATHWAY CNGA1 GNAT1 GNB1 GNB5 GNGT1 GRK1 GUCA1A GUCA1B GUCA1C GUCY2D GUCY2F LRAT PDE6A PDE6B PDE6G RDH12 RDH5 RGS9 RGS9BP RHO RPE65 SAG SLC24A1 PID_RXR_VDR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_RXR_VDR_PATHWAY ABCA1 BCL2 FAM120B MED1 NCOA1 NCOR2 NR1H2 NR1H3 NR1H4 NR4A1 PPARA PPARD PPARG RARA RARB RARG RPS6KB1 RXRA RXRB RXRG SREBF1 TGFB1 THRA THRB TNF VDR PID_S1P_META_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_S1P_META_PATHWAY ABCC1 GNA11 GNA12 GNA13 GNA14 GNA15 GNAI1 GNAI2 GNAI3 GNAO1 GNAQ GNAZ S1PR1 S1PR2 S1PR3 S1PR4 S1PR5 SGPL1 SGPP1 SPHK1 SPHK2 PID_S1P_S1P1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_S1P_S1P1_PATHWAY ABCC1 GNAI1 GNAI2 GNAI3 GNAO1 GNAZ ITGAV ITGB3 KDR MAPK1 MAPK3 PDGFB PDGFRB PLCB2 PLCG1 PTGS2 RAC1 RHOA S1PR1 SPHK1 VEGFA PID_S1P_S1P2_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_S1P_S1P2_PATHWAY CDH5 ELK1 FOS GNA11 GNA12 GNA13 GNA14 GNA15 GNAI1 GNAI2 GNAI3 GNAO1 GNAQ GNAZ IRS1 JUN MAPK1 MAPK14 MAPK3 MAPK8 PAK1 RAC1 RHOA S1PR2 PID_S1P_S1P3_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_S1P_S1P3_PATHWAY AKT1 AKT3 CXCR4 FLT1 GNA11 GNA12 GNA13 GNA14 GNA15 GNAI1 GNAI2 GNAI3 GNAO1 GNAQ GNAZ ITGAV ITGB3 JAK2 MAPK1 MAPK3 PDGFB PDGFRB RAC1 RHOA S1PR1 S1PR2 S1PR3 SRC VEGFA PID_S1P_S1P4_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_S1P_S1P4_PATHWAY CDC42 GNA12 GNA13 GNAI1 GNAI2 GNAI3 GNAO1 GNAZ MAPK1 MAPK3 PLCG1 RHOA S1PR4 S1PR5 PID_SHP2_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_SHP2_PATHWAY AFDN ANGPT1 ARHGAP35 BDNF EGF EGFR FRS2 FRS3 GAB1 GAB2 GNAI1 GNAI3 GRB2 HRAS IFNG IFNGR1 IGF1R IL2 IL2RA IL2RB IL2RG IL6 IL6R IL6ST IRS1 JAK1 JAK2 JAK3 KDR KRAS LCK LMO4 MAP2K1 MAP2K2 NGF NOS3 NRAS NTF3 NTF4 NTRK1 NTRK2 NTRK3 PAG1 PDGFB PDGFRB PIK3CA PIK3R1 PRKACA PTPN11 RAF1 RHOA SDC2 SHC1 SOS1 STAT1 TEK VEGFA PID_SMAD2_3NUCLEAR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_SMAD2_3NUCLEAR_PATHWAY AKT1 AR ATF2 ATF3 CBFB CDK2 CDK4 CDKN1A CDKN2B CEBPB CITED1 COL1A2 CREB1 CREBBP CTBP1 DCP1A DLX1 E2F4 E2F5 EP300 ESR1 FOS FOXG1 FOXH1 FOXO1 FOXO3 FOXO4 GATA3 GSC HDAC1 HDAC2 HNF4A HSPA8 IFNB1 IGHA1 IL10 IL5 IRF7 ITGB5 JUN KAT2A KAT2B LAMC1 MAX MED15 MEF2C MYC MYOD1 NCOA1 NCOA2 NCOR1 NKX2-5 NR3C1 PIAS3 PIAS4 RBBP4 RBBP7 RBL1 RUNX1 RUNX2 RUNX3 SAP18 SAP30 SERPINE1 SIN3A SIN3B SKI SKIL SMAD2 SMAD3 SMAD4 SMAD7 SNIP1 SP1 SP3 TCF3 TFDP1 TFE3 TGIF1 TGIF2 VDR ZBTB17 PID_SMAD2_3PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_SMAD2_3PATHWAY CTDSP1 CTDSP2 CTDSPL KPNA2 KPNB1 MAP3K1 MAPK1 MAPK3 NUP153 NUP214 PIAS4 PPM1A SMAD2 SMAD3 SMAD4 UBE2I PID_SYNDECAN_1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_SYNDECAN_1_PATHWAY BSG CASK CCL5 COL10A1 COL11A1 COL11A2 COL12A1 COL13A1 COL14A1 COL15A1 COL16A1 COL17A1 COL1A1 COL1A2 COL2A1 COL3A1 COL4A1 COL4A3 COL4A4 COL4A5 COL4A6 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 COL7A1 COL8A1 COL8A2 COL9A1 COL9A2 COL9A3 HGF HPSE LAMA5 MAPK1 MAPK3 MET MMP1 MMP7 MMP9 PPIB PRKACA SDC1 SDCBP TGFB1 PID_SYNDECAN_2_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_SYNDECAN_2_PATHWAY BAX CASK CASP3 CAV2 CSF2 CXCL8 EPB41 EPHB2 EZR FN1 HRAS ITGA2 ITGA5 ITGB1 KNG1 LAMA1 LAMA3 MAPK1 MAPK3 MAPK8 MMP2 NF1 PRKACA PRKCD RACK1 RASA1 RHOA SDC2 SDCBP SRC TGFB1 TNFRSF13B TRAPPC4 PID_SYNDECAN_3_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_SYNDECAN_3_PATHWAY AGRP APH1A APH1B CASK CTTN CXCL8 EGFR FYN MC4R NCAN NCSTN POMC PSEN1 PSENEN PTN SDC3 SRC PID_SYNDECAN_4_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_SYNDECAN_4_PATHWAY ACTN1 ADAM12 CCL5 CXCL12 CXCR4 DNM2 F2 FGF2 FGF6 FGFR1 FN1 FZD7 GIPC1 ITGA5 ITGB1 LAMA1 LAMA3 MDK MMP9 NUDT16L1 PLG PRKCA PRKCD PTK2 RAC1 RHOA SDC4 SDCBP TFPI THBS1 TNC TNFRSF13B PID_TAP63_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_TAP63_PATHWAY ABL1 ADA AEN BAX BBC3 CABLES1 CDKN1A CDKN2A CHUK CLCA2 DHRS3 DICER1 DST EGR2 EP300 EVPL FAS FDXR FLOT2 GADD45A GDF15 GPX2 HBP1 IGFBP3 IKBKB ITCH ITGA3 ITGB4 JAG1 MDM2 MFGE8 NOC2L NQO1 OGG1 PERP PLK1 PMAIP1 PML PRKCD S100A2 SERPINB5 SHH SMARCD3 SP1 SPATA18 SSPOP SSRP1 TFAP2C TP53I3 TP63 TRAF4 VDR WWP1 YWHAQ PID_TCPTP_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_TCPTP_PATHWAY ATR CREBBP CSF1 CSF1R EGF EGFR EIF2AK2 GAB1 GRB2 HGF INS INSR ITGA1 ITGB1 JAK1 JAK3 KDR KPNA2 KPNB1 LMAN1 MET PDGFB PDGFRB PIAS1 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PTPN1 PTPN2 RAB4A SHC1 SOS1 SRC STAT1 STAT3 STAT5A STAT5B STAT6 VEGFA PID_TCR_CALCIUM_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_TCR_CALCIUM_PATHWAY AKAP5 BATF3 CABIN1 CD40LG CHP1 CSF2 FASLG FKBP1A FOS FOSL1 IFNG IL2 IL2RA IL3 IL4 JUN JUNB NFATC1 NFATC2 NFATC3 POU2F1 PPP3CA PPP3CB PPP3R1 PRKACA PTGS2 RCAN1 RCAN2 PID_TCR_JNK_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_TCR_JNK_PATHWAY CRK CRKL DBNL GRAP2 JUN LAT LCP2 MAP2K4 MAP3K1 MAP3K7 MAP3K8 MAP4K1 MAPK8 PRKCB PID_TCR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_TCR_PATHWAY AKT1 BCL10 CARD11 CBL CD247 CD28 CD3D CD3E CD3G CD4 CD80 CD86 CDC42 CHUK CSK DBNL FLNA FYB1 FYN GAB2 GRAP2 GRB2 HLA-DRA HRAS IKBKB IKBKG ITK KRAS LAT LCK LCP2 MALT1 MAP3K14 MAP3K8 MAP4K1 NCK1 NRAS ORAI1 PAG1 PDPK1 PLCG1 PRKCA PRKCB PRKCE PRKCQ PTEN PTPN11 PTPN6 PTPRC RAP1A RASGRP1 RASGRP2 RASSF5 SH3BP2 SHC1 SLA2 SOS1 STIM1 STK39 TRAF6 TRPV6 VAV1 WAS ZAP70 PID_TCR_RAS_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_TCR_RAS_PATHWAY BRAF ELK1 FOS HRAS KRAS MAP2K1 MAP3K8 MAPK1 MAPK3 NRAS PRKCA PRKCB PTPN7 RAF1 PID_TELOMERASE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_TELOMERASE_PATHWAY ABL1 ACD AKT1 ATM BLM CCND1 CDKN1B DKC1 E2F1 EGF EGFR ESR1 FOS HDAC1 HDAC2 HNRNPC HSP90AA1 HUS1 IFNAR2 IFNG IL2 IRF1 JUN MAPK1 MAPK3 MAX MRE11 MTOR MXD1 MYC NBN NCL NFKB1 NR2F2 PARP2 PINX1 POT1 PTGES3 RAD1 RAD50 RAD9A RBBP4 RBBP7 RPS6KB1 SAP18 SAP30 SIN3A SIN3B SMAD3 SMG5 SMG6 SP1 SP3 TERF1 TERF2 TERF2IP TERT TGFB1 TINF2 TNKS UBE3A WRN WT1 XRCC5 XRCC6 YWHAE ZNFX1 PID_TGFBR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_TGFBR_PATHWAY ARRB2 AXIN1 BAMBI CAMK2A CAV1 CCN2 CTNNB1 DAB2 DACT2 DAXX DYNLRB1 EIF2A FKBP1A GRB2 ITCH MAP3K7 NEDD4L OCLN PARD6A PDPK1 PML PPP1CA PPP1R15A PPP2CA PPP2CB PPP2R2A RHOA RNF111 RPS6KB1 SHC1 SKIL SMAD2 SMAD3 SMAD4 SMAD7 SMURF1 SMURF2 SOS1 SPTBN1 STRAP TAB1 TAB2 TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 WWP1 XIAP YAP1 YWHAE ZFYVE16 ZFYVE9 PID_THROMBIN_PAR1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_THROMBIN_PAR1_PATHWAY AKAP13 ARHGDIA ARHGEF1 ARRB1 DNM1 DNM2 F2 F2R F2RL2 GNA11 GNA12 GNA13 GNA14 GNA15 GNAI1 GNAI2 GNAI3 GNAO1 GNAQ GNAZ GNB1 GNG2 GRK3 MYL2 NOS3 PIK3CA PIK3R1 PKN1 PLCB1 PLCB2 PLCB3 PRKCA PRKCB PRKCD PRKCG RHOA ROCK1 ROCK2 SNX1 SNX2 TRPC6 VASP ZYX PID_THROMBIN_PAR4_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_THROMBIN_PAR4_PATHWAY F2 F2RL2 F2RL3 GNA11 GNA13 GNA14 GNA15 GNAQ GNB1 GNG2 MYL2 PLCB2 RHOA ROCK1 ROCK2 PID_TNF_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_TNF_PATHWAY ADAM17 BAG4 BIRC2 BIRC3 CASP8 CAV1 CHUK CYLD FADD IKBKB IKBKG MADD MAP2K3 MAP2K7 MAP3K1 MAP3K3 MAP3K5 MAP3K7 MAP4K2 MAP4K3 MAP4K4 MAP4K5 NFKB1 NRK NSMAF PRKCI PRKCZ RACK1 RELA RFFL RIPK1 SMPD1 SMPD2 SQSTM1 STAT1 TAB1 TAB2 TNF TNFAIP3 TNFRSF1A TNFRSF1B TNIK TRADD TRAF1 TRAF2 TXN PID_TOLL_ENDOGENOUS_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_TOLL_ENDOGENOUS_PATHWAY BGN CD14 CHUK HMGB1 HSPD1 IKBKB IKBKG IRAK1 IRAK2 IRAK4 LY96 MYD88 RHOA S100A8 S100A9 SFTPA1 TICAM1 TIRAP TLR1 TLR2 TLR3 TLR4 TLR6 VCAN PID_TRAIL_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_TRAIL_PATHWAY CASP10 CASP8 CFLAR CHUK DAP3 FADD IKBKB IKBKG MAP2K4 MAP3K1 MAPK1 MAPK3 MAPK8 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 RIPK1 SMPD1 TNFRSF10A TNFRSF10B TNFRSF10C TNFRSF10D TNFSF10 TRADD TRAF2 PID_TRKR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_TRKR_PATHWAY ABL1 BDNF CCND1 CDC42 CRK CRKL DNAJA3 DNM1 DOCK1 DYNLT1 EHD4 ELMO1 FAIM FRS2 FRS3 GAB1 GAB2 GIPC1 GRB2 HRAS KRAS MAGED1 MAP2K1 MAPK1 MAPK3 MATK MCF2L NEDD4L NGF NGFR NRAS NTF3 NTF4 NTRK1 NTRK2 NTRK3 PIK3CA PIK3R1 PLCG1 PRKCI PRKCZ PTPN11 RAC1 RAP1A RAP1B RAPGEF1 RASA1 RASGRF1 RGS19 RHOA RHOG RIT1 RIT2 SH2B1 SHC1 SHC2 SHC3 SOS1 SQSTM1 STAT3 TIAM1 PID_TXA2PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_TXA2PATHWAY AKT1 ARHGEF1 ARR3 ARRB2 BLK DNM1 EGF EGFR FGR FYN GNA11 GNA12 GNA13 GNA14 GNA15 GNAI2 GNAQ GNB1 GNB5 GNG2 GRK2 GRK3 HCK ICAM1 LCK LYN MAPK11 MAPK14 NHERF1 NOS3 PIK3CG PIK3R5 PIK3R6 PLCB2 PRKACA PRKCA PRKCB PRKCD PRKCE PRKCG PRKCH PRKCQ PRKCZ PTGDR PTGIR RAB11A RAC1 RHOA ROCK1 SELE SRC SYK TBXA2R TGM2 VCAM1 YES1 PID_UPA_UPAR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_UPA_UPAR_PATHWAY BCAR1 CRK CTRC CTSG DOCK1 EGFR ELANE FGA FGB FGG FN1 FPR1 FPR2 FPR3 GPLD1 HGF ITGA3 ITGA5 ITGAM ITGAV ITGB1 ITGB2 ITGB3 ITGB5 KLK4 LRP1 MMP12 MMP13 MMP3 MMP9 NCL PDGFD PDGFRB PLAU PLAUR PLG RAC1 SERPINE1 SRC TGFB1 VLDLR VTN PID_VEGFR1_2_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_VEGFR1_2_PATHWAY AKAP1 AKT1 ARF1 BRAF CAMKK2 CAV1 CBL CDC42 CDH5 CTNNA1 CTNNB1 DNM2 FBXW11 FES FLT1 FYN GAB1 GRB10 GRB2 HGS HSP90AA1 HSP90AB1 IQGAP1 ITGAV ITGB3 KDR MAP2K1 MAP2K2 MAP2K3 MAP2K6 MAPK1 MAPK11 MAPK14 MAPK3 MAPKAPK2 MYOF NCK1 NCK2 NEDD4 NOS3 PAK2 PDPK1 PIK3CA PIK3R1 PLCG1 PRKAA1 PRKAA2 PRKAB1 PRKACA PRKAG1 PRKCA PRKCB PRKCD PTK2 PTK2B PTPN11 PTPN2 PTPN6 PTPRJ PXN RAF1 RHOA ROCK1 SH2D2A SHB SRC VCL VEGFA VTN PID_VEGFR1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_VEGFR1_PATHWAY AKT1 CAV1 CBL CD2AP FLT1 HIF1A HSP90AA1 MAPK1 MAPK3 NCK1 NOS3 NRP1 NRP2 PDPK1 PGF PIK3CA PIK3R1 PLCG1 PRKACA PRKCA PRKCB PTPN11 RASA1 SHC2 VEGFA VEGFB PID_VEGF_VEGFR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_VEGF_VEGFR_PATHWAY FLT1 FLT4 KDR NRP1 NRP2 PGF VEGFA VEGFB VEGFC VEGFD PID_WNT_CANONICAL_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_WNT_CANONICAL_PATHWAY APC AXIN1 CAV1 CSNK1G1 CTNNB1 CUL3 DVL1 DVL2 DVL3 FZD5 GSK3A GSK3B KLHL12 LRP6 NKD2 PI4K2A PIP5K1B PPP2R5A RANBP3 WNT3A PID_WNT_NONCANONICAL_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_WNT_NONCANONICAL_PATHWAY ARRB2 CAMK2A CDC42 CHD7 CSNK1A1 CTHRC1 DAAM1 DVL1 DVL2 DVL3 FLNA FZD2 FZD5 FZD6 FZD7 MAP3K7 MAPK10 MAPK8 MAPK9 NFATC2 NLK PPARG PRKCZ RAC1 RHOA ROCK1 ROR2 SETDB1 TAB1 TAB2 WNT5A YES1 PID_WNT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_WNT_SIGNALING_PATHWAY ATP6AP2 CTHRC1 DKK1 FZD1 FZD10 FZD2 FZD4 FZD5 FZD6 FZD7 FZD8 FZD9 IGFBP4 KREMEN1 KREMEN2 LRP5 LRP6 ROR2 RSPO1 RYK WIF1 WNT1 WNT2 WNT3 WNT3A WNT5A WNT7A WNT7B REACTOME_2_LTR_CIRCLE_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_2_LTR_CIRCLE_FORMATION BANF1 HMGA1 LIG4 PSIP1 XRCC4 XRCC5 XRCC6 REACTOME_ABACAVIR_ADME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ABACAVIR_ADME ABCB1 ABCG2 ADAL ADH1A NT5C2 PCK1 SLC22A1 SLC22A2 SLC22A3 REACTOME_ABACAVIR_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ABACAVIR_TRANSMEMBRANE_TRANSPORT ABCB1 ABCG2 SLC22A1 SLC22A2 SLC22A3 REACTOME_ABC_FAMILY_PROTEINS_MEDIATED_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ABC_FAMILY_PROTEINS_MEDIATED_TRANSPORT ABCA10 ABCA12 ABCA2 ABCA3 ABCA4 ABCA5 ABCA6 ABCA7 ABCA8 ABCA9 ABCB1 ABCB10 ABCB4 ABCB5 ABCB6 ABCB7 ABCB8 ABCB9 ABCC1 ABCC10 ABCC11 ABCC2 ABCC3 ABCC4 ABCC5 ABCC6 ABCC9 ABCD1 ABCD2 ABCD3 ABCF1 ABCG1 ABCG4 ABCG5 ABCG8 APOA1 CFTR DERL1 DERL2 DERL3 EIF2S1 EIF2S2 EIF2S3 ERLEC1 ERLIN1 ERLIN2 KCNJ11 OS9 PEX19 PEX3 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RNF185 RNF5 RPS27A SEL1L SEM1 UBA52 UBB UBC VCP REACTOME_ABC_TRANSPORTERS_IN_LIPID_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ABC_TRANSPORTERS_IN_LIPID_HOMEOSTASIS ABCA10 ABCA12 ABCA2 ABCA3 ABCA5 ABCA6 ABCA7 ABCA9 ABCD1 ABCD2 ABCD3 ABCG1 ABCG4 ABCG5 ABCG8 APOA1 PEX19 PEX3 REACTOME_ABC_TRANSPORTER_DISORDERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ABC_TRANSPORTER_DISORDERS ABCA1 ABCA12 ABCA3 ABCB11 ABCB4 ABCB6 ABCC2 ABCC6 ABCC8 ABCC9 ABCD1 ABCD4 ABCG5 ABCG8 APOA1 CFTR DERL1 DERL2 DERL3 ERLEC1 ERLIN1 ERLIN2 KCNJ11 LMBRD1 OS9 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RNF185 RNF5 RPS27A SEL1L SEM1 UBA52 UBB UBC VCP REACTOME_ABERRANT_REGULATION_OF_MITOTIC_EXIT_IN_CANCER_DUE_TO_RB1_DEFECTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ABERRANT_REGULATION_OF_MITOTIC_EXIT_IN_CANCER_DUE_TO_RB1_DEFECTS ANAPC1 ANAPC10 ANAPC11 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 CDC16 CDC23 CDC26 CDC27 FZR1 RB1 SKP2 UBE2C UBE2D1 UBE2E1 UBE2S REACTOME_ABERRANT_REGULATION_OF_MITOTIC_G1_S_TRANSITION_IN_CANCER_DUE_TO_RB1_DEFECTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ABERRANT_REGULATION_OF_MITOTIC_G1_S_TRANSITION_IN_CANCER_DUE_TO_RB1_DEFECTS CCND1 CCND2 CCND3 CCNE1 CCNE2 CDK2 CDK4 CDK6 CDKN1A CDKN1B CDKN1C E2F1 E2F2 E2F3 RB1 TFDP1 TFDP2 REACTOME_ABORTIVE_ELONGATION_OF_HIV_1_TRANSCRIPT_IN_THE_ABSENCE_OF_TAT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ABORTIVE_ELONGATION_OF_HIV_1_TRANSCRIPT_IN_THE_ABSENCE_OF_TAT CTDP1 GTF2F1 GTF2F2 NCBP1 NCBP2 NELFA NELFB NELFCD NELFE POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L SUPT4H1 SUPT5H REACTOME_ACETYLCHOLINE_BINDING_AND_DOWNSTREAM_EVENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACETYLCHOLINE_BINDING_AND_DOWNSTREAM_EVENTS CHRNA1 CHRNA2 CHRNA3 CHRNA4 CHRNA5 CHRNA6 CHRNA7 CHRNA9 CHRNB2 CHRNB3 CHRNB4 CHRND CHRNE CHRNG REACTOME_ACETYLCHOLINE_INHIBITS_CONTRACTION_OF_OUTER_HAIR_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACETYLCHOLINE_INHIBITS_CONTRACTION_OF_OUTER_HAIR_CELLS CHRNA10 CHRNA9 KCNMA1 KCNMB1 KCNN2 REACTOME_ACETYLCHOLINE_NEUROTRANSMITTER_RELEASE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACETYLCHOLINE_NEUROTRANSMITTER_RELEASE_CYCLE CHAT CPLX1 PPFIA1 PPFIA2 PPFIA3 PPFIA4 RAB3A RIMS1 SLC18A3 SLC5A7 SNAP25 STX1A STXBP1 SYT1 TSPOAP1 UNC13B VAMP2 REACTOME_ACETYLCHOLINE_REGULATES_INSULIN_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACETYLCHOLINE_REGULATES_INSULIN_SECRETION CHRM3 GNA11 GNA14 GNA15 GNAQ MARCKS PLCB1 PLCB2 PLCB3 PRKCA REACTOME_ACROSOME_REACTION_AND_SPERM_OOCYTE_MEMBRANE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACROSOME_REACTION_AND_SPERM_OOCYTE_MEMBRANE_BINDING ACR CD9 IZUMO1 IZUMO2 IZUMO3 IZUMO4 REACTOME_ACTIVATED_NOTCH1_TRANSMITS_SIGNAL_TO_THE_NUCLEUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATED_NOTCH1_TRANSMITS_SIGNAL_TO_THE_NUCLEUS ADAM10 ADAM17 APH1A APH1B ARRB1 ARRB2 CNTN1 DLK1 DLL1 DLL4 DNER DTX1 DTX2 DTX4 ITCH JAG1 JAG2 MIB1 MIB2 NCSTN NEURL1 NEURL1B NOTCH1 NUMB PSEN1 PSEN2 PSENEN RPS27A UBA52 UBB UBC REACTOME_ACTIVATED_NTRK2_SIGNALS_THROUGH_CDK5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATED_NTRK2_SIGNALS_THROUGH_CDK5 BDNF CDK5 CDK5R1 NTRK2 RAC1 TIAM1 REACTOME_ACTIVATED_NTRK2_SIGNALS_THROUGH_FRS2_AND_FRS3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATED_NTRK2_SIGNALS_THROUGH_FRS2_AND_FRS3 BDNF FRS2 FRS3 GRB2 HRAS KRAS NRAS NTF4 NTRK2 PTPN11 SOS1 REACTOME_ACTIVATED_NTRK2_SIGNALS_THROUGH_FYN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATED_NTRK2_SIGNALS_THROUGH_FYN BDNF DOCK3 FYN GRIN2B NTRK2 RAC1 SRC REACTOME_ACTIVATED_NTRK2_SIGNALS_THROUGH_PI3K https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATED_NTRK2_SIGNALS_THROUGH_PI3K BDNF GAB1 GRB2 NTF4 NTRK2 PIK3CA PIK3R1 REACTOME_ACTIVATED_NTRK2_SIGNALS_THROUGH_RAS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATED_NTRK2_SIGNALS_THROUGH_RAS BDNF GRB2 HRAS KRAS NRAS NTF4 NTRK2 SHC1 SOS1 REACTOME_ACTIVATED_NTRK3_SIGNALS_THROUGH_PI3K https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATED_NTRK3_SIGNALS_THROUGH_PI3K IRS1 NTF3 NTRK3 PIK3CA PIK3R1 SRC REACTOME_ACTIVATED_NTRK3_SIGNALS_THROUGH_RAS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATED_NTRK3_SIGNALS_THROUGH_RAS GRB2 HRAS KRAS NRAS NTF3 NTRK3 SHC1 SOS1 REACTOME_ACTIVATED_PKN1_STIMULATES_TRANSCRIPTION_OF_AR_ANDROGEN_RECEPTOR_REGULATED_GENES_KLK2_AND_KLK3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATED_PKN1_STIMULATES_TRANSCRIPTION_OF_AR_ANDROGEN_RECEPTOR_REGULATED_GENES_KLK2_AND_KLK3 AR H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 KDM1A KDM4C KLK2 KLK3 NCOA2 PKN1 REACTOME_ACTIVATED_TAK1_MEDIATES_P38_MAPK_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATED_TAK1_MEDIATES_P38_MAPK_ACTIVATION IKBKG IRAK1 IRAK2 MAP2K3 MAP2K6 MAP3K7 MAPK11 MAPK14 MAPKAPK2 MAPKAPK3 NOD1 NOD2 RIPK2 RPS27A TAB1 TAB2 TAB3 TRAF6 UBA52 UBB UBC UBE2N UBE2V1 REACTOME_ACTIVATION_OF_AMPK_DOWNSTREAM_OF_NMDARS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATION_OF_AMPK_DOWNSTREAM_OF_NMDARS CALM1 CAMKK2 MAPT PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B REACTOME_ACTIVATION_OF_ANTERIOR_HOX_GENES_IN_HINDBRAIN_DEVELOPMENT_DURING_EARLY_EMBRYOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATION_OF_ANTERIOR_HOX_GENES_IN_HINDBRAIN_DEVELOPMENT_DURING_EARLY_EMBRYOGENESIS AJUBA ASH2L CNOT6 CNOT9 CREBBP CTCF DPY30 EED EGR2 EP300 EZH2 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HDAC3 HOXA1 HOXA2 HOXA3 HOXA4 HOXB1 HOXB2 HOXB3 HOXB4 HOXC4 HOXD1 HOXD3 HOXD4 JUN KDM6A KMT2C KMT2D MAFB MEIS1 NCOA3 NCOA6 NCOR1 PAGR1 PAX6 PAXIP1 PBX1 PCGF2 PIAS2 PKNOX1 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L RARA RARB RARG RBBP4 RBBP5 RBBP7 RXRA SUZ12 WDR5 YY1 ZNF335 REACTOME_ACTIVATION_OF_ATR_IN_RESPONSE_TO_REPLICATION_STRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATION_OF_ATR_IN_RESPONSE_TO_REPLICATION_STRESS ATR ATRIP CDC25A CDC25C CDC45 CDC6 CDC7 CDK2 CHEK1 CLSPN DBF4 HUS1 MCM10 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 ORC1 ORC2 ORC3 ORC4 ORC5 ORC6 RAD1 RAD17 RAD9A RAD9B RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 REACTOME_ACTIVATION_OF_BAD_AND_TRANSLOCATION_TO_MITOCHONDRIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATION_OF_BAD_AND_TRANSLOCATION_TO_MITOCHONDRIA AKT1 AKT2 AKT3 BAD BCL2 BID PPP3CC PPP3R1 SFN YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ REACTOME_ACTIVATION_OF_BH3_ONLY_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATION_OF_BH3_ONLY_PROTEINS AKT1 AKT2 AKT3 BAD BBC3 BCL2 BCL2L11 BID BMF DYNLL1 DYNLL2 E2F1 MAPK8 PMAIP1 PPP1R13B PPP3CC PPP3R1 SFN TFDP1 TFDP2 TP53 TP53BP2 TP63 TP73 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ REACTOME_ACTIVATION_OF_C3_AND_C5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATION_OF_C3_AND_C5 C2 C3 C4A C4B C4B_2 C5 CFB CFP REACTOME_ACTIVATION_OF_CASPASES_THROUGH_APOPTOSOME_MEDIATED_CLEAVAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATION_OF_CASPASES_THROUGH_APOPTOSOME_MEDIATED_CLEAVAGE APAF1 CASP3 CASP7 CASP9 CYCS XIAP REACTOME_ACTIVATION_OF_GENE_EXPRESSION_BY_SREBF_SREBP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATION_OF_GENE_EXPRESSION_BY_SREBF_SREBP ACACA ACACB CARM1 CHD9 CREBBP CYP51A1 DHCR7 ELOVL6 FASN FDFT1 FDPS GGPS1 GPAM HELZ2 HMGCR HMGCS1 IDI1 LSS MED1 MTF1 MVD MVK NCOA1 NCOA2 NCOA6 NFYA NFYB NFYC PMVK PPARA RXRA SC5D SCD SMARCD3 SP1 SQLE SREBF1 SREBF2 TBL1X TBL1XR1 TGS1 TM7SF2 REACTOME_ACTIVATION_OF_IRF3_IRF7_MEDIATED_BY_TBK1_IKBKE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATION_OF_IRF3_IRF7_MEDIATED_BY_TBK1_IKBKE CD14 IKBKE IRF3 IRF7 LY96 PTPN11 RPS27A SARM1 TANK TBK1 TICAM1 TICAM2 TLR4 TRAF3 UBA52 UBB UBC REACTOME_ACTIVATION_OF_KAINATE_RECEPTORS_UPON_GLUTAMATE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATION_OF_KAINATE_RECEPTORS_UPON_GLUTAMATE_BINDING CALM1 DLG1 DLG3 DLG4 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 NCALD PLCB1 PLCB2 PLCB3 REACTOME_ACTIVATION_OF_MATRIX_METALLOPROTEINASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATION_OF_MATRIX_METALLOPROTEINASES CMA1 COL18A1 CTRB1 CTRB2 CTSG CTSK CTSV ELANE FURIN KLK2 KLKB1 MMP1 MMP10 MMP11 MMP13 MMP14 MMP15 MMP16 MMP17 MMP2 MMP24 MMP25 MMP3 MMP7 MMP8 MMP9 PLG PRSS1 PRSS2 SPOCK3 TIMP1 TIMP2 TPSAB1 REACTOME_ACTIVATION_OF_NIMA_KINASES_NEK9_NEK6_NEK7 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATION_OF_NIMA_KINASES_NEK9_NEK6_NEK7 CCNB1 CCNB2 CDK1 NEK6 NEK7 NEK9 PLK1 REACTOME_ACTIVATION_OF_NMDA_RECEPTORS_AND_POSTSYNAPTIC_EVENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATION_OF_NMDA_RECEPTORS_AND_POSTSYNAPTIC_EVENTS ACTN2 ADCY1 ADCY8 APBA1 ARHGEF7 CALM1 CAMK1 CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 CAMKK1 CAMKK2 CASK CREB1 DLG1 DLG2 DLG3 DLG4 ERBB4 GIT1 GRIA1 GRIA2 GRIA3 GRIA4 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B HRAS KIF17 KPNA2 KRAS LIN7A LIN7B LIN7C LRRC7 MAPK1 MAPK3 MAPT NBEA NEFL NRAS NRG1 NRGN PDPK1 PPM1E PPM1F PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKACA PRKACB PRKACG PRKAG1 PRKAG2 PRKAG3 PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKX RAC1 RASGRF1 RASGRF2 RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA6 SRC TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B REACTOME_ACTIVATION_OF_NOXA_AND_TRANSLOCATION_TO_MITOCHONDRIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATION_OF_NOXA_AND_TRANSLOCATION_TO_MITOCHONDRIA E2F1 PMAIP1 TFDP1 TFDP2 TP53 REACTOME_ACTIVATION_OF_PPARGC1A_PGC_1ALPHA_BY_PHOSPHORYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATION_OF_PPARGC1A_PGC_1ALPHA_BY_PHOSPHORYLATION MAPK11 MAPK12 MAPK14 PPARGC1A PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 REACTOME_ACTIVATION_OF_PUMA_AND_TRANSLOCATION_TO_MITOCHONDRIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATION_OF_PUMA_AND_TRANSLOCATION_TO_MITOCHONDRIA BBC3 E2F1 PPP1R13B TFDP1 TFDP2 TP53 TP53BP2 TP63 TP73 REACTOME_ACTIVATION_OF_RAC1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATION_OF_RAC1 NCK1 NCK2 PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 RAC1 ROBO1 SLIT2 SOS1 SOS2 REACTOME_ACTIVATION_OF_RAC1_DOWNSTREAM_OF_NMDARS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATION_OF_RAC1_DOWNSTREAM_OF_NMDARS ARHGEF7 CALM1 CAMK1 CAMKK1 CAMKK2 GIT1 RAC1 REACTOME_ACTIVATION_OF_RAS_IN_B_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATION_OF_RAS_IN_B_CELLS HRAS KRAS NRAS RASGRP1 RASGRP3 REACTOME_ACTIVATION_OF_SMO https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATION_OF_SMO ARRB1 ARRB2 BOC CDON CSNK1A1 DHH EFCAB7 EVC EVC2 GAS1 GAS8 GRK2 IHH IQCE KIF3A PTCH1 SHH SMO REACTOME_ACTIVATION_OF_THE_AP_1_FAMILY_OF_TRANSCRIPTION_FACTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATION_OF_THE_AP_1_FAMILY_OF_TRANSCRIPTION_FACTORS ATF2 FOS JUN MAPK1 MAPK10 MAPK11 MAPK14 MAPK3 MAPK8 MAPK9 REACTOME_ACTIVATION_OF_THE_MRNA_UPON_BINDING_OF_THE_CAP_BINDING_COMPLEX_AND_EIFS_AND_SUBSEQUENT_BINDING_TO_43S https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATION_OF_THE_MRNA_UPON_BINDING_OF_THE_CAP_BINDING_COMPLEX_AND_EIFS_AND_SUBSEQUENT_BINDING_TO_43S EIF1AX EIF2S1 EIF2S2 EIF2S3 EIF3A EIF3B EIF3C EIF3D EIF3E EIF3F EIF3G EIF3H EIF3I EIF3J EIF3K EIF3L EIF3M EIF4A1 EIF4A2 EIF4B EIF4E EIF4EBP1 EIF4G1 EIF4H FAU PABPC1 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS7 RPS8 RPS9 RPSA REACTOME_ACTIVATION_OF_THE_PHOTOTRANSDUCTION_CASCADE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATION_OF_THE_PHOTOTRANSDUCTION_CASCADE CNGA1 CNGB1 GNAT1 GNB1 GNGT1 PDE6A PDE6B PDE6G RHO SAG SLC24A1 REACTOME_ACTIVATION_OF_THE_PRE_REPLICATIVE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATION_OF_THE_PRE_REPLICATIVE_COMPLEX CDC45 CDC6 CDC7 CDK2 CDT1 DBF4 GMNN MCM10 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 ORC1 ORC2 ORC3 ORC4 ORC5 ORC6 POLA1 POLA2 POLE POLE2 POLE3 POLE4 PRIM1 PRIM2 RPA1 RPA2 RPA3 RPA4 REACTOME_ACTIVATION_OF_THE_TFAP2_AP_2_FAMILY_OF_TRANSCRIPTION_FACTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATION_OF_THE_TFAP2_AP_2_FAMILY_OF_TRANSCRIPTION_FACTORS CITED1 CITED2 CITED4 CREBBP EP300 TFAP2A TFAP2B TFAP2C TFAP2D TFAP2E WWOX YEATS4 REACTOME_ACTIVATION_OF_TRKA_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATION_OF_TRKA_RECEPTORS ADCYAP1 ADCYAP1R1 ADORA2A NGF NTRK1 NTRK2 REACTOME_ACYL_CHAIN_REMODELING_OF_CL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACYL_CHAIN_REMODELING_OF_CL HADHA HADHB LCLAT1 PLA2G4A PLA2G6 TAFAZZIN REACTOME_ACYL_CHAIN_REMODELING_OF_DAG_AND_TAG https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACYL_CHAIN_REMODELING_OF_DAG_AND_TAG AWAT2 DGAT1 DGAT2 DGAT2L6 MGLL PNPLA2 PNPLA3 REACTOME_ACYL_CHAIN_REMODELLING_OF_PC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACYL_CHAIN_REMODELLING_OF_PC LPCAT1 LPCAT2 LPCAT3 LPCAT4 MBOAT2 PLA2G10 PLA2G12A PLA2G1B PLA2G2A PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G4A PLA2G4B PLA2G4C PLA2G4D PLA2G4E PLA2G4F PLA2G5 PLA2G6 PLA2R1 PLAAT3 PLB1 PLBD1 PNPLA8 TMEM86B REACTOME_ACYL_CHAIN_REMODELLING_OF_PE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACYL_CHAIN_REMODELLING_OF_PE ABHD4 LPCAT3 LPCAT4 MBOAT1 MBOAT2 PLA2G10 PLA2G12A PLA2G1B PLA2G2A PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G4A PLA2G4B PLA2G4C PLA2G4D PLA2G4E PLA2G4F PLA2G5 PLA2G6 PLA2R1 PLAAT1 PLAAT2 PLAAT3 PLAAT4 PLAAT5 PLBD1 PNPLA8 REACTOME_ACYL_CHAIN_REMODELLING_OF_PG https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACYL_CHAIN_REMODELLING_OF_PG CRLS1 LPCAT1 LPCAT4 LPGAT1 PLA2G10 PLA2G12A PLA2G1B PLA2G2A PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G4A PLA2G4B PLA2G4D PLA2G4F PLA2G5 PLA2R1 REACTOME_ACYL_CHAIN_REMODELLING_OF_PI https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACYL_CHAIN_REMODELLING_OF_PI MBOAT7 PLA2G10 PLA2G12A PLA2G1B PLA2G2A PLA2G2D PLA2G2E PLA2G2F PLA2G4A PLA2G4C PLA2G4D PLA2G4E PLA2G4F PLA2G5 PLA2R1 PLAAT3 PLBD1 REACTOME_ACYL_CHAIN_REMODELLING_OF_PS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACYL_CHAIN_REMODELLING_OF_PS LPCAT3 LPCAT4 MBOAT1 OSBPL10 OSBPL5 OSBPL8 PLA1A PLA2G10 PLA2G12A PLA2G1B PLA2G2A PLA2G2D PLA2G2E PLA2G2F PLA2G4A PLA2G4B PLA2G4D PLA2G4E PLA2G4F PLA2G5 PLA2R1 PLAAT3 REACTOME_ADAPTIVE_IMMUNE_SYSTEM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ADAPTIVE_IMMUNE_SYSTEM ACTR10 ACTR1A ACTR1B AHCYL1 AKT1 AKT2 AKT3 ANAPC1 ANAPC10 ANAPC11 ANAPC13 ANAPC2 ANAPC4 ANAPC5 ANAPC7 AP1B1 AP1G1 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 AREL1 ARF1 ARIH2 ASB1 ASB10 ASB11 ASB12 ASB13 ASB14 ASB15 ASB16 ASB17 ASB18 ASB2 ASB3 ASB4 ASB5 ASB6 ASB7 ASB8 ASB9 ATG14 ATG7 B2M BCAP31 BCL10 BECN1 BLK BLMH BLNK BTBD1 BTBD6 BTK BTLA BTN1A1 BTN2A1 BTN2A2 BTN3A1 BTN3A2 BTN3A3 BTNL2 BTNL8 BTNL9 BTRC C3 CALM1 CALR CANX CAPZA1 CAPZA2 CAPZA3 CAPZB CARD11 CBLB CBLL2 CCNF CD101 CD14 CD160 CD19 CD1A CD1B CD1C CD1D CD200 CD200R1 CD207 CD209 CD22 CD226 CD247 CD274 CD28 CD300A CD300C CD300E CD300LB CD300LD CD300LF CD300LG CD33 CD34 CD36 CD3D CD3E CD3G CD4 CD40 CD40LG CD74 CD79A CD79B CD80 CD81 CD86 CD8A CD8B CD96 CD99 CDC16 CDC20 CDC23 CDC26 CDC27 CDC34 CDC42 CDH1 CENPE CHUK CLEC2B CLEC2D CLEC4G CLTA CLTC COL17A1 COL1A1 COL1A2 COL2A1 COL3A1 COLEC12 CRTAM CSK CTLA4 CTSA CTSB CTSC CTSD CTSE CTSF CTSH CTSK CTSL CTSO CTSS CTSV CUL1 CUL2 CUL3 CUL5 CUL7 CXADR CYBA CYBB DAPP1 DCAF1 DCTN1 DCTN2 DCTN3 DCTN4 DCTN5 DCTN6 DET1 DNM1 DNM2 DNM3 DTX3L DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 DZIP3 ELOB ELOC ENAH ERAP1 ERAP2 EVL FBXL12 FBXL13 FBXL14 FBXL15 FBXL16 FBXL18 FBXL19 FBXL20 FBXL22 FBXL3 FBXL4 FBXL5 FBXL7 FBXL8 FBXO10 FBXO11 FBXO15 FBXO17 FBXO2 FBXO21 FBXO22 FBXO27 FBXO30 FBXO31 FBXO32 FBXO4 FBXO40 FBXO41 FBXO44 FBXO6 FBXO7 FBXO9 FBXW10 FBXW11 FBXW12 FBXW2 FBXW4 FBXW5 FBXW7 FBXW8 FBXW9 FCGR1A FCGR1BP FCGR2B FCGR3A FGA FGB FGG FKBP1A FYB1 FYN FZR1 GAN GLMN GRAP2 GRB2 HACE1 HCST HECTD1 HECTD2 HECTD3 HECW2 HERC1 HERC2 HERC3 HERC4 HERC5 HERC6 HLA-A HLA-B HLA-C HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G HMGB1 HRAS HSPA5 HUWE1 ICAM1 ICAM2 ICAM3 ICAM4 ICAM5 ICOS ICOSLG IFI30 IFITM1 IGHD IGHM IGHV1-2 IGHV1-46 IGHV1-69 IGHV2-5 IGHV2-70 IGHV3-11 IGHV3-13 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-48 IGHV3-53 IGHV3-7 IGHV4-34 IGHV4-39 IGHV4-59 IGKV1-12 IGKV1-16 IGKV1-17 IGKV1-33 IGKV1-39 IGKV1-5 IGKV1D-12 IGKV1D-16 IGKV1D-33 IGKV1D-39 IGKV2-28 IGKV2-30 IGKV2D-28 IGKV2D-30 IGKV2D-40 IGKV3-11 IGKV3-15 IGKV3-20 IGKV3D-20 IGKV4-1 IGKV5-2 IGLC2 IGLC3 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-51 IGLV2-11 IGLV2-14 IGLV2-23 IGLV2-8 IGLV3-1 IGLV3-19 IGLV3-21 IGLV3-25 IGLV3-27 IGLV6-57 IGLV7-43 IKBKB IKBKG INPP5D ITCH ITGA4 ITGAL ITGAV ITGB1 ITGB2 ITGB5 ITGB7 ITK ITPR1 ITPR2 ITPR3 JAML KBTBD13 KBTBD6 KBTBD7 KBTBD8 KCTD6 KCTD7 KEAP1 KIF11 KIF15 KIF18A KIF20A KIF22 KIF23 KIF26A KIF2A KIF2B KIF2C KIF3A KIF3B KIF3C KIF4A KIF4B KIF5A KIF5B KIFAP3 KIR2DL1 KIR2DL2 KIR2DL3 KIR2DL4 KIR2DS1 KIR2DS2 KIR3DL1 KIR3DL2 KLC1 KLC2 KLC3 KLC4 KLHL11 KLHL13 KLHL2 KLHL20 KLHL21 KLHL22 KLHL25 KLHL3 KLHL41 KLHL42 KLHL5 KLHL9 KLRB1 KLRC1 KLRD1 KLRF1 KLRG1 KLRK1 KRAS LAG3 LAIR1 LAIR2 LAT LCK LCP2 LGMN LILRA1 LILRA2 LILRA3 LILRA4 LILRA5 LILRA6 LILRB1 LILRB2 LILRB3 LILRB4 LILRB5 LMO7 LNPEP LNX1 LONRF1 LRR1 LRRC41 LRSAM1 LTN1 LY96 LYN MADCAM1 MALT1 MAP3K14 MAP3K7 MAP3K8 MAPKAP1 MEX3C MGRN1 MIB2 MICA MICB MKRN1 MLST8 MRC1 MRC2 MTOR MYD88 MYLIP NCF1 NCF2 NCF4 NCK1 NCR1 NCR2 NCR3 NCR3LG1 NECTIN2 NEDD4 NEDD4L NFATC1 NFATC2 NFATC3 NFKB1 NFKBIA NFKBIB NFKBIE NPDC1 NPEPPS NRAS ORAI1 ORAI2 OSBPL1A OSCAR PAG1 PAK1 PAK2 PAK3 PDCD1 PDCD1LG2 PDIA3 PDPK1 PIANP PIK3AP1 PIK3C3 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PIK3R4 PILRA PILRB PJA1 PJA2 PLCG1 PLCG2 PPIA PPL PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PPP3CA PPP3CB PPP3R1 PRKACA PRKACB PRKACG PRKCB PRKCQ PRKG1 PRKN PRR5 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTEN PTPN11 PTPN22 PTPN6 PTPRC PTPRJ PVR RAB7A RAC1 RACGAP1 RAET1E RAF1 RAP1A RAP1B RAP1GAP RAP1GAP2 RAPGEF3 RAPGEF4 RASGRP1 RASGRP2 RASGRP3 RBBP6 RBCK1 RBX1 RCHY1 REL RELA RICTOR RILP RIPK2 RLIM RNF111 RNF114 RNF115 RNF123 RNF126 RNF130 RNF138 RNF14 RNF144B RNF182 RNF19A RNF19B RNF213 RNF217 RNF220 RNF25 RNF34 RNF4 RNF41 RNF6 RNF7 RPS27A S100A1 S100A8 S100A9 SAR1B SEC13 SEC22B SEC23A SEC24A SEC24B SEC24C SEC24D SEC31A SEC61A1 SEC61A2 SEC61B SEC61G SELL SEM1 SFTPD SH2D1A SH2D1B SH3GL2 SH3KBP1 SH3RF1 SIAH1 SIAH2 SIGLEC1 SIGLEC10 SIGLEC11 SIGLEC12 SIGLEC5 SIGLEC6 SIGLEC7 SIGLEC8 SIGLEC9 SIPA1 SKP1 SKP2 SLAMF6 SLAMF7 SMURF1 SMURF2 SNAP23 SOCS1 SOCS3 SOS1 SPSB1 SPSB2 SPSB4 SPTBN2 SRC STIM1 STUB1 STX4 SYK TAB2 TAP1 TAP2 TAPBP THEM4 THOP1 TIRAP TLR1 TLR2 TLR4 TLR6 TNFRSF14 TPP2 TRAF6 TRAF7 TRAIP TRAT1 TRAV19 TRAV29DV5 TRAV8-4 TRBV12-3 TRBV7-9 TREM1 TREM2 TREML1 TREML2 TREML4 TRIB3 TRIM11 TRIM21 TRIM32 TRIM36 TRIM37 TRIM39 TRIM4 TRIM41 TRIM50 TRIM63 TRIM69 TRIM71 TRIM9 TRIP12 TRPC1 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B TYROBP UBA1 UBA3 UBA5 UBA52 UBA6 UBA7 UBAC1 UBB UBC UBE2A UBE2B UBE2C UBE2D1 UBE2D2 UBE2D3 UBE2D4 UBE2E1 UBE2E2 UBE2E3 UBE2F UBE2G1 UBE2G2 UBE2H UBE2J1 UBE2J2 UBE2K UBE2L3 UBE2L6 UBE2M UBE2N UBE2O UBE2Q1 UBE2Q2 UBE2R2 UBE2S UBE2U UBE2V1 UBE2V2 UBE2W UBE2Z UBE3A UBE3B UBE3C UBE3D UBE4A UBOX5 UBR1 UBR2 UBR4 UFL1 ULBP1 ULBP3 UNKL VAMP3 VAMP8 VASP VAV1 VCAM1 VHL WAS WSB1 WWP1 XDH YES1 YWHAB YWHAZ ZAP70 ZBTB16 ZNRF1 ZNRF2 REACTOME_ADENYLATE_CYCLASE_ACTIVATING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ADENYLATE_CYCLASE_ACTIVATING_PATHWAY ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 GNAL REACTOME_ADENYLATE_CYCLASE_INHIBITORY_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ADENYLATE_CYCLASE_INHIBITORY_PATHWAY ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 GNAI1 GNAI2 GNAI3 GNAL GNAT3 REACTOME_ADHERENS_JUNCTIONS_INTERACTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ADHERENS_JUNCTIONS_INTERACTIONS ACTB ACTG1 ADAM19 ADAM33 AFDN AGO1 AGO2 AGO3 AGO4 AMOT ANG ANGPTL4 BHLHE22 CADM1 CADM2 CADM3 CDH1 CDH10 CDH11 CDH12 CDH13 CDH15 CDH17 CDH18 CDH19 CDH2 CDH24 CDH3 CDH4 CDH5 CDH6 CDH7 CDH8 CDH9 CTNNA1 CTNNB1 CTNND1 FOXF1 HEYL HOXC8 ILF3 JUP MIR200C MOV10 NECTIN1 NECTIN2 NECTIN3 NECTIN4 PRDM8 PVR SNAI1 SOX10 SP1 TNRC6A TNRC6B TNRC6C ZC3H12A ZEB2 REACTOME_ADORA2B_MEDIATED_ANTI_INFLAMMATORY_CYTOKINES_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ADORA2B_MEDIATED_ANTI_INFLAMMATORY_CYTOKINES_PRODUCTION ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ADORA2B CREB1 GNAI1 GNAI2 GNAI3 GNAS GNAT3 GNAZ GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 IL6 PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKX REACTOME_ADP_SIGNALLING_THROUGH_P2Y_PURINOCEPTOR_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ADP_SIGNALLING_THROUGH_P2Y_PURINOCEPTOR_1 GNA11 GNA14 GNA15 GNAQ GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 MAPK14 P2RY1 PLA2G4A SRC REACTOME_ADP_SIGNALLING_THROUGH_P2Y_PURINOCEPTOR_12 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ADP_SIGNALLING_THROUGH_P2Y_PURINOCEPTOR_12 GNAI1 GNAI2 GNAI3 GNAT3 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 P2RY12 REACTOME_ADRENALINE_NORADRENALINE_INHIBITS_INSULIN_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ADRENALINE_NORADRENALINE_INHIBITS_INSULIN_SECRETION ADCY5 ADCY6 ADRA2A ADRA2C CACNA1C CACNA1D CACNA2D2 CACNB2 CACNB3 GNAI1 GNAI2 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 REACTOME_ADRENOCEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ADRENOCEPTORS ADRA1A ADRA1B ADRA1D ADRA2A ADRA2B ADRA2C ADRB1 ADRB2 ADRB3 REACTOME_ADVANCED_GLYCOSYLATION_ENDPRODUCT_RECEPTOR_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ADVANCED_GLYCOSYLATION_ENDPRODUCT_RECEPTOR_SIGNALING AGER APP CAPZA1 CAPZA2 DDOST HMGB1 LGALS3 MAPK1 MAPK3 PRKCSH S100A12 S100B SAA1 REACTOME_AFLATOXIN_ACTIVATION_AND_DETOXIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_AFLATOXIN_ACTIVATION_AND_DETOXIFICATION ACY1 ACY3 AKR7A2 AKR7A3 AKR7L CYP1A2 CYP2A13 CYP3A4 CYP3A5 DPEP1 DPEP2 DPEP3 GGT1 GGT5 GGT6 GGT7 MGST1 MGST2 MGST3 REACTOME_AGGREPHAGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_AGGREPHAGY ARL13B CETN1 CFTR DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 HDAC6 HSF1 HSP90AA1 IFT88 PARK7 PCNT PRKN RPS27A TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B UBA52 UBB UBC UBE2N UBE2V1 VCP VIM REACTOME_AKT_PHOSPHORYLATES_TARGETS_IN_THE_CYTOSOL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_AKT_PHOSPHORYLATES_TARGETS_IN_THE_CYTOSOL AKT1 AKT1S1 AKT2 AKT3 BAD CASP9 CDKN1A CDKN1B CHUK GSK3A GSK3B MDM2 MKRN1 TSC2 REACTOME_AKT_PHOSPHORYLATES_TARGETS_IN_THE_NUCLEUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_AKT_PHOSPHORYLATES_TARGETS_IN_THE_NUCLEUS AKT1 AKT2 AKT3 CREB1 FOXO1 FOXO3 FOXO4 FOXO6 NR4A1 RPS6KB2 REACTOME_ALK_MUTANTS_BIND_TKIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ALK_MUTANTS_BIND_TKIS ALK BCL11A BIRC6 CLTC EIF2AK3 EML4 FN1 HIP1 NPM1 PPM1B PRKAR1A STRN REACTOME_ALPHA_DEFENSINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ALPHA_DEFENSINS ART1 CD4 DEFA1 DEFA1B DEFA3 DEFA4 DEFA5 DEFA6 PRSS2 PRSS3 REACTOME_ALPHA_LINOLENIC_OMEGA3_AND_LINOLEIC_OMEGA6_ACID_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ALPHA_LINOLENIC_OMEGA3_AND_LINOLEIC_OMEGA6_ACID_METABOLISM ABCD1 ACAA1 ACOT8 ACOX1 ACSL1 ELOVL1 ELOVL2 ELOVL3 ELOVL5 FADS1 FADS2 HSD17B4 SCP2 REACTOME_ALPHA_OXIDATION_OF_PHYTANATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ALPHA_OXIDATION_OF_PHYTANATE ALDH3A2 HACL1 PECR PHYH SLC25A17 SLC27A2 REACTOME_ALPHA_PROTEIN_KINASE_1_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ALPHA_PROTEIN_KINASE_1_SIGNALING_PATHWAY ALPK1 MAP3K7 RPS27A TAB1 TAB2 TAB3 TIFA TRAF6 UBA52 UBB UBC REACTOME_ALTERNATIVE_COMPLEMENT_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ALTERNATIVE_COMPLEMENT_ACTIVATION C3 CFB CFD CFP GZMM REACTOME_AMINE_LIGAND_BINDING_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_AMINE_LIGAND_BINDING_RECEPTORS ADRA1A ADRA1B ADRA1D ADRA2A ADRA2B ADRA2C ADRB1 ADRB2 ADRB3 CHRM1 CHRM2 CHRM3 CHRM4 CHRM5 DRD1 DRD2 DRD3 DRD4 DRD5 GPR143 HRH1 HRH2 HRH3 HRH4 HTR1A HTR1B HTR1D HTR1E HTR1F HTR2A HTR2B HTR2C HTR4 HTR5A HTR6 HTR7 TAAR1 TAAR2 TAAR5 TAAR6 TAAR8 TAAR9 REACTOME_AMINO_ACIDS_REGULATE_MTORC1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_AMINO_ACIDS_REGULATE_MTORC1 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1C2 ATP6V1D ATP6V1E1 ATP6V1E2 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1G3 ATP6V1H BMT2 CASTOR1 CASTOR2 DEPDC5 FLCN FNIP1 FNIP2 ITFG2 KICS2 KPTN LAMTOR1 LAMTOR2 LAMTOR3 LAMTOR4 LAMTOR5 MIOS MLST8 MTOR NPRL2 NPRL3 RHEB RPTOR RRAGA RRAGB RRAGC RRAGD SEC13 SEH1L SESN1 SESN2 SH3BP4 SLC38A9 SZT2 TCIRG1 WDR24 WDR59 REACTOME_AMINO_ACID_CONJUGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_AMINO_ACID_CONJUGATION ACSM1 ACSM2A ACSM2B ACSM4 ACSM5 GLYAT GLYATL1 GLYATL2 GLYATL3 REACTOME_AMINO_ACID_TRANSPORT_ACROSS_THE_PLASMA_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_AMINO_ACID_TRANSPORT_ACROSS_THE_PLASMA_MEMBRANE SLC16A10 SLC1A4 SLC1A5 SLC25A29 SLC36A1 SLC36A2 SLC36A4 SLC38A1 SLC38A2 SLC38A3 SLC38A4 SLC38A5 SLC3A1 SLC3A2 SLC43A1 SLC43A2 SLC6A12 SLC6A14 SLC6A15 SLC6A18 SLC6A19 SLC6A20 SLC6A6 SLC7A1 SLC7A10 SLC7A11 SLC7A2 SLC7A3 SLC7A5 SLC7A6 SLC7A7 SLC7A8 SLC7A9 REACTOME_AMPK_INHIBITS_CHREBP_TRANSCRIPTIONAL_ACTIVATION_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_AMPK_INHIBITS_CHREBP_TRANSCRIPTIONAL_ACTIVATION_ACTIVITY ADIPOQ ADIPOR1 ADIPOR2 MLXIPL PRKAA2 PRKAB2 PRKAG2 STK11 REACTOME_AMYLOID_FIBER_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_AMYLOID_FIBER_FORMATION ADAM10 APCS APH1A APH1B APOA1 APOA4 APOE APP B2M BACE1 CALB1 CALCA CST3 FGA FURIN GGA1 GGA2 GGA3 GSN H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AX H2AZ1 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HSPG2 IAPP INS ITM2B LTF LYZ MFGE8 NAT8 NCSTN NPPA ODAM PRKN PRL PSENEN RPS27A SAA1 SEMG1 SIAH1 SIAH2 SNCA SNCAIP SORL1 TGFBI TSPAN14 TSPAN15 TSPAN33 TSPAN5 TTR UBA52 UBB UBC UBE2L6 USP9X REACTOME_ANCHORING_FIBRIL_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ANCHORING_FIBRIL_FORMATION BMP1 COL1A1 COL1A2 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 COL7A1 LAMA3 LAMB3 LAMC2 TLL1 TLL2 REACTOME_ANCHORING_OF_THE_BASAL_BODY_TO_THE_PLASMA_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ANCHORING_OF_THE_BASAL_BODY_TO_THE_PLASMA_MEMBRANE ACTR1A AHI1 AKAP9 ALMS1 B9D1 B9D2 C2CD3 CC2D2A CCP110 CDK1 CDK5RAP2 CENPJ CEP131 CEP135 CEP152 CEP162 CEP164 CEP192 CEP250 CEP290 CEP41 CEP43 CEP57 CEP63 CEP70 CEP72 CEP76 CEP78 CEP83 CEP89 CEP97 CETN2 CKAP5 CLASP1 CNTRL CSNK1D CSNK1E DCTN1 DCTN2 DCTN3 DYNC1H1 DYNC1I2 DYNLL1 FBF1 HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HSP90AA1 IQCB1 KIF24 MAPRE1 MARK4 MKS1 NDE1 NEDD1 NEK2 NINL NPHP1 NPHP4 ODF2 OFD1 PAFAH1B1 PCM1 PCNT PLK1 PLK4 PPP2R1A PRKACA PRKAR2B RAB11A RAB3IP RAB8A RPGRIP1L SCLT1 SDCCAG8 SEPTIN2 SFI1 SSNA1 TCTN1 TCTN2 TCTN3 TMEM216 TMEM67 TTBK2 TUBA1A TUBA4A TUBB TUBB4A TUBB4B TUBG1 YWHAE YWHAG REACTOME_ANDROGEN_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ANDROGEN_BIOSYNTHESIS CGA CYP17A1 HSD17B12 HSD17B3 HSD3B1 HSD3B2 LHB POMC SRD5A1 SRD5A2 SRD5A3 REACTOME_ANTIGEN_ACTIVATES_B_CELL_RECEPTOR_BCR_LEADING_TO_GENERATION_OF_SECOND_MESSENGERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ANTIGEN_ACTIVATES_B_CELL_RECEPTOR_BCR_LEADING_TO_GENERATION_OF_SECOND_MESSENGERS AHCYL1 BLK BLNK BTK CALM1 CD19 CD22 CD79A CD79B DAPP1 FYN GRB2 IGHD IGHM IGHV1-2 IGHV1-46 IGHV1-69 IGHV2-5 IGHV2-70 IGHV3-11 IGHV3-13 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-48 IGHV3-53 IGHV3-7 IGHV4-34 IGHV4-39 IGHV4-59 IGKV1-12 IGKV1-16 IGKV1-17 IGKV1-33 IGKV1-39 IGKV1-5 IGKV1D-12 IGKV1D-16 IGKV1D-33 IGKV1D-39 IGKV2-28 IGKV2-30 IGKV2D-28 IGKV2D-30 IGKV2D-40 IGKV3-11 IGKV3-15 IGKV3-20 IGKV3D-20 IGKV4-1 IGKV5-2 IGLC2 IGLC3 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-51 IGLV2-11 IGLV2-14 IGLV2-23 IGLV2-8 IGLV3-1 IGLV3-19 IGLV3-21 IGLV3-25 IGLV3-27 IGLV6-57 IGLV7-43 ITPR1 ITPR2 ITPR3 LYN NCK1 ORAI1 ORAI2 PIK3AP1 PIK3CD PIK3R1 PLCG2 PTPN6 SH3KBP1 SOS1 STIM1 SYK TRPC1 VAV1 REACTOME_ANTIGEN_PRESENTATION_FOLDING_ASSEMBLY_AND_PEPTIDE_LOADING_OF_CLASS_I_MHC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ANTIGEN_PRESENTATION_FOLDING_ASSEMBLY_AND_PEPTIDE_LOADING_OF_CLASS_I_MHC ATG14 B2M BCAP31 BECN1 CALR CANX ERAP1 ERAP2 HLA-A HLA-B HLA-C HLA-E HLA-F HLA-G HSPA5 PDIA3 PIK3C3 PIK3R4 SAR1B SEC13 SEC23A SEC24A SEC24B SEC24C SEC24D SEC31A TAP1 TAP2 TAPBP REACTOME_ANTIGEN_PROCESSING_CROSS_PRESENTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ANTIGEN_PROCESSING_CROSS_PRESENTATION B2M BTK CALR CD14 CD207 CD36 CHUK CTSL CTSS CTSV CYBA CYBB FCGR1A FCGR1BP FGA FGB FGG HLA-A HLA-B HLA-C HLA-E HLA-F HLA-G HMGB1 IKBKB IKBKG ITGAV ITGB5 LNPEP LY96 MRC1 MRC2 MYD88 NCF1 NCF2 NCF4 PDIA3 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RPS27A S100A1 S100A8 S100A9 SEC22B SEC61A1 SEC61A2 SEC61B SEC61G SEM1 SNAP23 STX4 TAP1 TAP2 TAPBP TIRAP TLR1 TLR2 TLR4 TLR6 UBA52 UBB UBC VAMP3 VAMP8 REACTOME_ANTIGEN_PROCESSING_UBIQUITINATION_PROTEASOME_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ANTIGEN_PROCESSING_UBIQUITINATION_PROTEASOME_DEGRADATION ANAPC1 ANAPC10 ANAPC11 ANAPC13 ANAPC2 ANAPC4 ANAPC5 ANAPC7 AREL1 ARIH2 ASB1 ASB10 ASB11 ASB12 ASB13 ASB14 ASB15 ASB16 ASB17 ASB18 ASB2 ASB3 ASB4 ASB5 ASB6 ASB7 ASB8 ASB9 ATG7 BLMH BTBD1 BTBD6 BTRC CBLB CBLL2 CCNF CDC16 CDC20 CDC23 CDC26 CDC27 CDC34 CUL1 CUL2 CUL3 CUL5 CUL7 DCAF1 DET1 DTX3L DZIP3 ELOB ELOC FBXL12 FBXL13 FBXL14 FBXL15 FBXL16 FBXL18 FBXL19 FBXL20 FBXL22 FBXL3 FBXL4 FBXL5 FBXL7 FBXL8 FBXO10 FBXO11 FBXO15 FBXO17 FBXO2 FBXO21 FBXO22 FBXO27 FBXO30 FBXO31 FBXO32 FBXO4 FBXO40 FBXO41 FBXO44 FBXO6 FBXO7 FBXO9 FBXW10 FBXW11 FBXW12 FBXW2 FBXW4 FBXW5 FBXW7 FBXW8 FBXW9 FZR1 GAN GLMN HACE1 HECTD1 HECTD2 HECTD3 HECW2 HERC1 HERC2 HERC3 HERC4 HERC5 HERC6 HUWE1 ITCH KBTBD13 KBTBD6 KBTBD7 KBTBD8 KCTD6 KCTD7 KEAP1 KLHL11 KLHL13 KLHL2 KLHL20 KLHL21 KLHL22 KLHL25 KLHL3 KLHL41 KLHL42 KLHL5 KLHL9 LMO7 LNPEP LNX1 LONRF1 LRR1 LRRC41 LRSAM1 LTN1 MEX3C MGRN1 MIB2 MKRN1 MYLIP NEDD4 NEDD4L NPEPPS PJA1 PJA2 PRKN PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RBBP6 RBCK1 RBX1 RCHY1 RLIM RNF111 RNF114 RNF115 RNF123 RNF126 RNF130 RNF138 RNF14 RNF144B RNF182 RNF19A RNF19B RNF213 RNF217 RNF220 RNF25 RNF34 RNF4 RNF41 RNF6 RNF7 RPS27A SEM1 SH3RF1 SIAH1 SIAH2 SKP1 SKP2 SMURF1 SMURF2 SOCS1 SOCS3 SPSB1 SPSB2 SPSB4 STUB1 THOP1 TPP2 TRAF7 TRAIP TRIM11 TRIM21 TRIM32 TRIM36 TRIM37 TRIM39 TRIM4 TRIM41 TRIM50 TRIM63 TRIM69 TRIM71 TRIM9 TRIP12 UBA1 UBA3 UBA5 UBA52 UBA6 UBA7 UBAC1 UBB UBC UBE2A UBE2B UBE2C UBE2D1 UBE2D2 UBE2D3 UBE2D4 UBE2E1 UBE2E2 UBE2E3 UBE2F UBE2G1 UBE2G2 UBE2H UBE2J1 UBE2J2 UBE2K UBE2L3 UBE2L6 UBE2M UBE2N UBE2O UBE2Q1 UBE2Q2 UBE2R2 UBE2S UBE2U UBE2V1 UBE2V2 UBE2W UBE2Z UBE3A UBE3B UBE3C UBE3D UBE4A UBOX5 UBR1 UBR2 UBR4 UFL1 UNKL VHL WSB1 WWP1 ZBTB16 ZNRF1 ZNRF2 REACTOME_ANTIMICROBIAL_PEPTIDES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ANTIMICROBIAL_PEPTIDES ART1 ATOX1 ATP7A BPI BPIFA1 BPIFA2 BPIFB1 BPIFB2 BPIFB4 BPIFB6 CAMP CCR2 CCR6 CD4 CHGA CLU CTSG DCD DEFA1 DEFA1B DEFA3 DEFA4 DEFA5 DEFA6 DEFB1 DEFB103A DEFB103B DEFB104A DEFB104B DEFB105A DEFB105B DEFB106A DEFB106B DEFB107A DEFB107B DEFB108B DEFB109B DEFB110 DEFB112 DEFB113 DEFB114 DEFB115 DEFB116 DEFB118 DEFB119 DEFB121 DEFB123 DEFB124 DEFB125 DEFB126 DEFB127 DEFB128 DEFB129 DEFB130A DEFB130B DEFB131A DEFB132 DEFB133 DEFB134 DEFB135 DEFB136 DEFB4A DEFB4B ELANE ENSG00000284958 EPPIN EPPIN-WFDC6 GNLY HTN1 HTN3 ITLN1 LCN2 LEAP2 LTF LYZ PDZD11 PGLYRP1 PGLYRP2 PGLYRP3 PGLYRP4 PI3 PLA2G2A PRSS2 PRSS3 PRTN3 REG3A REG3G RNASE3 RNASE6 RNASE7 RNASE8 S100A7 S100A7A S100A8 S100A9 SEMG1 SLC11A1 TLR1 TLR2 REACTOME_ANTIVIRAL_MECHANISM_BY_IFN_STIMULATED_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ANTIVIRAL_MECHANISM_BY_IFN_STIMULATED_GENES AAAS ABCE1 ADAR ARIH1 BECN1 CDK1 CENPS CENPX CHUK DHX9 DNAJC3 DUS2 EIF2AK2 EIF2S1 EIF2S2 EIF2S3 EIF4A1 EIF4A2 EIF4A3 EIF4E EIF4E2 EIF4E3 EIF4G1 EIF4G2 EIF4G3 FAAP100 FAAP20 FAAP24 FANCA FANCB FANCC FANCE FANCF FANCG FANCL FANCM FLNA FLNB HERC5 HSPA1A HSPA1B HSPA1L HSPA2 HSPA8 IFIT1 IKBKB IKBKG ILF2 ILF3 IRF3 ISG15 JAK1 KPNA1 KPNA2 KPNA3 KPNA4 KPNA5 KPNA7 KPNB1 MAP2K6 MAPK3 MAPT MAVS MX1 MX2 NCK1 NDC1 NEDD4 NPM1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 OAS1 OAS2 OAS3 OASL PDE12 PIN1 PLCG1 POM121 POM121C PPM1B PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PRKRA PTPN2 RAE1 RANBP2 RIGI RNASEL RPS27A SEC13 SEH1L SNCA SPHK1 STAT1 STAT3 SUMO1 TARBP2 TP53 TPR TRIM25 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B UBA52 UBA7 UBB UBC UBE2E1 UBE2I UBE2L6 UBE2N USP18 USP41 REACTOME_ANTI_INFLAMMATORY_RESPONSE_FAVOURING_LEISHMANIA_PARASITE_INFECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ANTI_INFLAMMATORY_RESPONSE_FAVOURING_LEISHMANIA_PARASITE_INFECTION ADAM17 ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ADORA2B AHCYL1 CALM1 CD163 CD247 CD3G CREB1 CYSLTR1 CYSLTR2 DPEP1 DPEP2 DPEP3 FCGR1A FCGR2A FCGR3A FGR FURIN FYN GGT1 GGT5 GNAI1 GNAI2 GNAI3 GNAS GNAT3 GNAZ GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 HCK IGHG1 IGHG2 IGHG4 IGHV1-2 IGHV1-46 IGHV1-69 IGHV2-5 IGHV2-70 IGHV3-11 IGHV3-13 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-48 IGHV3-53 IGHV3-7 IGHV4-34 IGHV4-39 IGHV4-59 IGKV1-12 IGKV1-16 IGKV1-17 IGKV1-33 IGKV1-39 IGKV1-5 IGKV1D-12 IGKV1D-16 IGKV1D-33 IGKV1D-39 IGKV2-28 IGKV2-30 IGKV2D-28 IGKV2D-30 IGKV2D-40 IGKV3-11 IGKV3-15 IGKV3-20 IGKV3D-20 IGKV4-1 IGKV5-2 IGLC2 IGLC3 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-51 IGLV2-11 IGLV2-14 IGLV2-23 IGLV2-8 IGLV3-1 IGLV3-19 IGLV3-21 IGLV3-25 IGLV3-27 IGLV6-57 IGLV7-43 IL10 IL6 ITPR1 ITPR2 ITPR3 LYN MAPK14 MYH9 PLCG1 PLCG2 PLK2 PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKX RHBDF2 SRC SYK YES1 REACTOME_APC_CDC20_MEDIATED_DEGRADATION_OF_NEK2A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_APC_CDC20_MEDIATED_DEGRADATION_OF_NEK2A ANAPC1 ANAPC10 ANAPC11 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 BUB1B BUB3 CDC16 CDC20 CDC23 CDC26 CDC27 MAD2L1 NEK2 RPS27A UBA52 UBB UBC UBE2C UBE2D1 UBE2E1 UBE2S REACTOME_APC_C_CDC20_MEDIATED_DEGRADATION_OF_CYCLIN_B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_APC_C_CDC20_MEDIATED_DEGRADATION_OF_CYCLIN_B ANAPC1 ANAPC10 ANAPC11 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 CCNB1 CDC16 CDC20 CDC23 CDC26 CDC27 CDK1 RPS27A UBA52 UBB UBC UBE2C UBE2D1 UBE2E1 UBE2S REACTOME_APC_C_CDH1_MEDIATED_DEGRADATION_OF_CDC20_AND_OTHER_APC_C_CDH1_TARGETED_PROTEINS_IN_LATE_MITOSIS_EARLY_G1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_APC_C_CDH1_MEDIATED_DEGRADATION_OF_CDC20_AND_OTHER_APC_C_CDH1_TARGETED_PROTEINS_IN_LATE_MITOSIS_EARLY_G1 ANAPC1 ANAPC10 ANAPC11 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 AURKA AURKB CDC16 CDC20 CDC23 CDC26 CDC27 FZR1 PLK1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTTG1 RB1 RPS27A SEM1 SKP2 UBA52 UBB UBC UBE2C UBE2D1 UBE2E1 UBE2S REACTOME_APC_C_MEDIATED_DEGRADATION_OF_CELL_CYCLE_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_APC_C_MEDIATED_DEGRADATION_OF_CELL_CYCLE_PROTEINS ANAPC1 ANAPC10 ANAPC11 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 AURKA AURKB BTRC BUB1B BUB3 CCNA1 CCNA2 CCNB1 CDC14A CDC16 CDC20 CDC23 CDC26 CDC27 CDK1 CDK2 CUL1 FBXO5 FZR1 MAD2L1 NEK2 PLK1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTTG1 RB1 RPS27A SEM1 SKP1 SKP2 UBA52 UBB UBC UBE2C UBE2D1 UBE2E1 UBE2S REACTOME_APEX1_INDEPENDENT_RESOLUTION_OF_AP_SITES_VIA_THE_SINGLE_NUCLEOTIDE_REPLACEMENT_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_APEX1_INDEPENDENT_RESOLUTION_OF_AP_SITES_VIA_THE_SINGLE_NUCLEOTIDE_REPLACEMENT_PATHWAY LIG3 NEIL1 NEIL2 OGG1 PNKP POLB XRCC1 REACTOME_APOBEC3G_MEDIATED_RESISTANCE_TO_HIV_1_INFECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_APOBEC3G_MEDIATED_RESISTANCE_TO_HIV_1_INFECTION APOBEC3G BANF1 HMGA1 PPIA PSIP1 REACTOME_APOPTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_APOPTOSIS ACIN1 ADD1 AKT1 AKT2 AKT3 APAF1 APC APIP APPL1 ARHGAP10 AVEN BAD BAK1 BAX BBC3 BCAP31 BCL2 BCL2L1 BCL2L11 BID BIRC2 BMF BMX C1QBP CARD8 CASP3 CASP6 CASP7 CASP8 CASP9 CD14 CDH1 CDKN2A CFLAR CLSPN CTNNB1 CYCS DAPK1 DAPK2 DAPK3 DBNL DCC DFFA DFFB DIABLO DNM1L DSG1 DSG2 DSG3 DSP DYNLL1 DYNLL2 E2F1 FADD FAS FASLG FNTA GAS2 GSDMD GSDME GSN GZMB H1-0 H1-1 H1-2 H1-3 H1-4 H1-5 HMGB1 HMGB2 KPNA1 KPNB1 LMNA LMNB1 LY96 MAGED1 MAPK1 MAPK3 MAPK8 MAPT NMT1 OCLN OMA1 OPA1 PAK2 PKP1 PLEC PMAIP1 PPP1R13B PPP3CC PPP3R1 PRKCD PRKCQ PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTK2 RIPK1 ROCK1 RPS27A SATB1 SEM1 SEPTIN4 SFN SPTAN1 STAT3 STK24 STK26 TFDP1 TFDP2 TICAM1 TICAM2 TJP1 TJP2 TLR4 TNFRSF10A TNFRSF10B TNFSF10 TP53 TP53BP2 TP63 TP73 TRADD TRAF2 UACA UBA52 UBB UBC UNC5A UNC5B VIM XIAP YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ REACTOME_APOPTOSIS_INDUCED_DNA_FRAGMENTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_APOPTOSIS_INDUCED_DNA_FRAGMENTATION CASP3 DFFA DFFB H1-0 H1-1 H1-2 H1-3 H1-4 H1-5 HMGB1 HMGB2 KPNA1 KPNB1 REACTOME_APOPTOTIC_CLEAVAGE_OF_CELLULAR_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_APOPTOTIC_CLEAVAGE_OF_CELLULAR_PROTEINS ACIN1 ADD1 APC BCAP31 BIRC2 BMX CASP3 CASP6 CASP7 CASP8 CDH1 CLSPN CTNNB1 DBNL DSG1 DSG2 DSG3 DSP FNTA GAS2 GSN LMNA LMNB1 MAPT OCLN PKP1 PLEC PRKCD PRKCQ PTK2 ROCK1 SATB1 SPTAN1 STK24 STK26 TJP1 TJP2 VIM REACTOME_APOPTOTIC_CLEAVAGE_OF_CELL_ADHESION_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_APOPTOTIC_CLEAVAGE_OF_CELL_ADHESION_PROTEINS CASP3 CDH1 CTNNB1 DSG1 DSG2 DSG3 DSP OCLN PKP1 TJP1 TJP2 REACTOME_APOPTOTIC_EXECUTION_PHASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_APOPTOTIC_EXECUTION_PHASE ACIN1 ADD1 APC BCAP31 BIRC2 BMX CASP3 CASP6 CASP7 CASP8 CDH1 CLSPN CTNNB1 DBNL DFFA DFFB DNM1L DSG1 DSG2 DSG3 DSP FNTA GAS2 GSN H1-0 H1-1 H1-2 H1-3 H1-4 H1-5 HMGB1 HMGB2 KPNA1 KPNB1 LMNA LMNB1 MAPT OCLN PAK2 PKP1 PLEC PRKCD PRKCQ PTK2 ROCK1 SATB1 SPTAN1 STK24 STK26 TJP1 TJP2 VIM REACTOME_APOPTOTIC_FACTOR_MEDIATED_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_APOPTOTIC_FACTOR_MEDIATED_RESPONSE APAF1 APIP AVEN BAK1 BAX C1QBP CARD8 CASP3 CASP7 CASP9 CDKN2A CYCS DIABLO GSDMD GSDME MAPK1 MAPK3 SEPTIN4 UACA XIAP REACTOME_AQUAPORIN_MEDIATED_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_AQUAPORIN_MEDIATED_TRANSPORT ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 AQP1 AQP10 AQP11 AQP12A AQP2 AQP3 AQP4 AQP5 AQP6 AQP7 AQP8 AQP9 AVP AVPR2 GNAS GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 MIP MYO5B PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B RAB11A RAB11FIP2 REACTOME_ARACHIDONATE_PRODUCTION_FROM_DAG https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ARACHIDONATE_PRODUCTION_FROM_DAG ABHD12 ABHD6 DAGLA DAGLB MGLL REACTOME_ARACHIDONIC_ACID_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ARACHIDONIC_ACID_METABOLISM ABCC1 AKR1C3 ALOX12 ALOX12B ALOX15 ALOX15B ALOX5 ALOX5AP ALOXE3 AWAT1 CBR1 CYP1A1 CYP1A2 CYP1B1 CYP2C19 CYP2C8 CYP2C9 CYP2J2 CYP2U1 CYP4A11 CYP4A22 CYP4B1 CYP4F11 CYP4F2 CYP4F22 CYP4F3 CYP4F8 CYP8B1 DPEP1 DPEP2 DPEP3 EPHX2 FAAH FAAH2 GGT1 GGT5 GPX1 GPX2 GPX4 HPGD HPGDS LTA4H LTC4S MAPKAPK2 PLA2G4A PON1 PON2 PON3 PRXL2B PTGDS PTGES PTGES2 PTGES3 PTGIS PTGR1 PTGR2 PTGS1 PTGS2 TBXAS1 REACTOME_ARMS_MEDIATED_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ARMS_MEDIATED_ACTIVATION BRAF CRK KIDINS220 NGF NTRK1 RAP1A YWHAB REACTOME_ARYL_HYDROCARBON_RECEPTOR_SIGNALLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ARYL_HYDROCARBON_RECEPTOR_SIGNALLING AHR AIP ARNT ARNT2 HSP90AB1 PTGES3 REACTOME_ASPARAGINE_N_LINKED_GLYCOSYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ASPARAGINE_N_LINKED_GLYCOSYLATION ACTR10 ACTR1A ALG1 ALG10 ALG10B ALG11 ALG12 ALG13 ALG14 ALG2 ALG3 ALG5 ALG6 ALG8 ALG9 AMDHD2 AMFR ANK1 ANK2 ANK3 ANKRD28 ARCN1 AREG ARF1 ARF3 ARF4 ARF5 ARFGAP1 ARFGAP2 ARFGAP3 ASGR1 ASGR2 B4GALNT2 B4GALT1 B4GALT2 B4GALT3 B4GALT4 B4GALT5 B4GALT6 BET1 BET1L CALR CANX CAPZA1 CAPZA2 CAPZA3 CAPZB CD55 CD59 CGA CHST10 CHST8 CMAS CNIH1 CNIH2 CNIH3 COG1 COG2 COG3 COG4 COG5 COG6 COG7 COG8 COL7A1 COPA COPB1 COPB2 COPE COPG1 COPG2 COPZ1 COPZ2 CSNK1D CTSA CTSC CTSZ DAD1 DCTN1 DCTN2 DCTN3 DCTN4 DCTN5 DCTN6 DDOST DERL1 DERL2 DHDDS DOLK DOLPP1 DPAGT1 DPM1 DPM2 DPM3 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 EDEM1 EDEM2 EDEM3 ENGASE F5 F8 FCSK FOLR1 FPGT FUCA1 FUOM FUT3 FUT8 GANAB GBF1 GFPT1 GFPT2 GFUS GLB1 GMDS GMPPA GMPPB GNE GNPNAT1 GOLGA2 GOLGB1 GORASP1 GOSR1 GOSR2 GRIA1 INS KDELR1 KDELR2 KDELR3 LHB LMAN1 LMAN1L LMAN2 LMAN2L MAGT1 MAN1A1 MAN1A2 MAN1B1 MAN1C1 MAN2A1 MAN2A2 MANEA MARCHF6 MCFD2 MGAT1 MGAT2 MGAT3 MGAT4A MGAT4B MGAT4C MGAT5 MIA2 MIA3 MLEC MOGS MPDU1 MPI MVD NAGK NANP NANS NAPA NAPB NAPG NEU1 NEU2 NEU3 NEU4 NGLY1 NPL NSF NUDT14 NUS1 OS9 PDIA3 PGM3 PMM1 PMM2 PPP6C PPP6R1 PPP6R3 PREB PRKCSH PSMC1 RAB1A RAB1B RAD23B RENBP RFT1 RNF103 RNF139 RNF185 RNF5 RPN1 RPN2 RPS27A SAR1B SCFD1 SEC13 SEC16A SEC16B SEC22A SEC22B SEC22C SEC23A SEC23IP SEC24A SEC24B SEC24C SEC24D SEC31A SEL1L SERPINA1 SLC17A5 SLC35A1 SLC35C1 SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 SRD5A3 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST3GAL5 ST3GAL6 ST6GAL1 ST6GAL2 ST6GALNAC1 ST6GALNAC2 ST6GALNAC3 ST6GALNAC4 ST6GALNAC5 ST6GALNAC6 ST8SIA1 ST8SIA2 ST8SIA3 ST8SIA4 ST8SIA5 ST8SIA6 STT3A STX17 STX5 SYVN1 TBC1D20 TFG TGFA TMED10 TMED2 TMED3 TMED7 TMED9 TMEM115 TRAPPC1 TRAPPC10 TRAPPC2 TRAPPC2L TRAPPC3 TRAPPC4 TRAPPC5 TRAPPC6A TRAPPC6B TRAPPC9 TRIM13 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B TUSC3 UAP1 UBA52 UBB UBC UBXN1 UGGT1 UGGT2 UMOD USO1 VCP YKT6 REACTOME_ASPARTATE_AND_ASPARAGINE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ASPARTATE_AND_ASPARAGINE_METABOLISM ASNS ASPA ASPG FOLH1 GADL1 GOT1 GOT2 NAALAD2 NAT8L SLC25A12 SLC25A13 REACTOME_ASPIRIN_ADME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ASPIRIN_ADME ABCC2 ABCC3 ACSM2A ACSM2B ACSM4 ACSM5 ALB BCHE BSG CES1 CES2 CYP2C19 CYP2C8 CYP2C9 CYP2D6 CYP2E1 CYP3A4 GLYAT GLYATL1 GLYATL2 GLYATL3 SLC16A1 SLC22A7 SLCO2B1 UGT1A1 UGT1A3 UGT1A4 UGT1A5 UGT1A6 UGT1A7 UGT1A8 UGT1A9 UGT2A1 UGT2A2 UGT2A3 UGT2B10 UGT2B11 UGT2B15 UGT2B17 UGT2B28 UGT2B4 UGT2B7 UGT3A1 UGT3A2 REACTOME_ASSEMBLY_AND_CELL_SURFACE_PRESENTATION_OF_NMDA_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ASSEMBLY_AND_CELL_SURFACE_PRESENTATION_OF_NMDA_RECEPTORS ACTN2 APBA1 CAMK2A CAMK2B CAMK2D CAMK2G CASK DLG1 DLG2 DLG3 DLG4 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B KIF17 LIN7A LIN7B LIN7C LRRC7 NBEA NEFL TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B REACTOME_ASSEMBLY_OF_ACTIVE_LPL_AND_LIPC_LIPASE_COMPLEXES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ASSEMBLY_OF_ACTIVE_LPL_AND_LIPC_LIPASE_COMPLEXES ANGPTL3 ANGPTL4 ANGPTL8 APOA4 APOA5 APOC2 CIDEC CREB3L3 FGF21 FURIN GPIHBP1 LIPC LMF1 LMF2 LPL MBTPS1 MBTPS2 PCSK5 PCSK6 REACTOME_ASSEMBLY_OF_COLLAGEN_FIBRILS_AND_OTHER_MULTIMERIC_STRUCTURES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ASSEMBLY_OF_COLLAGEN_FIBRILS_AND_OTHER_MULTIMERIC_STRUCTURES BMP1 CD151 COL10A1 COL11A1 COL11A2 COL12A1 COL14A1 COL15A1 COL17A1 COL18A1 COL1A1 COL1A2 COL24A1 COL27A1 COL2A1 COL3A1 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 COL5A1 COL5A2 COL5A3 COL6A1 COL6A2 COL6A3 COL6A5 COL6A6 COL7A1 COL8A1 COL8A2 COL9A1 COL9A2 COL9A3 CTSB CTSL CTSS CTSV DST ITGA6 ITGB4 LAMA3 LAMB3 LAMC2 LOX LOXL1 LOXL2 LOXL3 LOXL4 MMP13 MMP20 MMP3 MMP7 MMP9 PCOLCE PLEC PXDN TLL1 TLL2 REACTOME_ASSEMBLY_OF_THE_HIV_VIRION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ASSEMBLY_OF_THE_HIV_VIRION FURIN MVB12A MVB12B NMT2 PPIA RPS27A TSG101 UBA52 UBAP1 UBB UBC VPS28 VPS37A VPS37B VPS37C VPS37D REACTOME_ASSEMBLY_OF_THE_ORC_COMPLEX_AT_THE_ORIGIN_OF_REPLICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ASSEMBLY_OF_THE_ORC_COMPLEX_AT_THE_ORIGIN_OF_REPLICATION H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 KPNA1 KPNA6 KPNB1 ORC1 ORC2 ORC3 ORC4 ORC5 ORC6 REACTOME_ASSOCIATION_OF_TRIC_CCT_WITH_TARGET_PROTEINS_DURING_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ASSOCIATION_OF_TRIC_CCT_WITH_TARGET_PROTEINS_DURING_BIOSYNTHESIS AP3M1 ARFGEF2 CCNE1 CCNE2 CCT2 CCT3 CCT4 CCT5 CCT6A CCT6B CCT7 CCT8 DCAF7 FBXL3 FBXL5 FBXO4 FBXO6 FBXW10 FBXW2 FBXW4 FBXW5 FBXW7 FBXW9 FKBP9 GAPDHS GBA1 HDAC3 KIF13A KIFC3 LONP2 NOP56 SKIC2 SPHK1 STAT3 TCP1 TP53 USP11 WRAP53 XRN2 REACTOME_ASYMMETRIC_LOCALIZATION_OF_PCP_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ASYMMETRIC_LOCALIZATION_OF_PCP_PROTEINS DVL2 FZD1 FZD2 FZD3 FZD4 FZD5 FZD7 FZD8 PARD6A PRICKLE1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RPS27A SCRIB SEM1 SMURF1 SMURF2 UBA52 UBB UBC VANGL2 WNT5A REACTOME_ATF4_ACTIVATES_GENES_IN_RESPONSE_TO_ENDOPLASMIC_RETICULUM_STRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ATF4_ACTIVATES_GENES_IN_RESPONSE_TO_ENDOPLASMIC_RETICULUM_STRESS ASNS ATF3 ATF4 ATF6 CCL2 CEBPB CEBPG CXCL8 DCP2 DDIT3 DIS3 EXOSC1 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 HERPUD1 IGFBP1 KHSRP NFYA NFYB NFYC PARN REACTOME_ATF6_ATF6_ALPHA_ACTIVATES_CHAPERONES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ATF6_ATF6_ALPHA_ACTIVATES_CHAPERONES ATF4 ATF6 CALR DDIT3 HSP90B1 HSPA5 MBTPS1 MBTPS2 NFYA NFYB NFYC XBP1 REACTOME_ATF6_ATF6_ALPHA_ACTIVATES_CHAPERONE_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ATF6_ATF6_ALPHA_ACTIVATES_CHAPERONE_GENES ATF4 ATF6 CALR DDIT3 HSP90B1 HSPA5 NFYA NFYB NFYC XBP1 REACTOME_ATORVASTATIN_ADME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ATORVASTATIN_ADME ABCB1 ABCC2 CYP3A4 PON1 PON3 SLCO1B1 SLCO1B3 SLCO2B1 UGT1A3 REACTOME_ATTACHMENT_AND_ENTRY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ATTACHMENT_AND_ENTRY ACE2 AGRN CTSL FURIN GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 HAVCR1 HSPG2 NRP1 SDC1 SDC2 SDC3 SDC4 TMPRSS2 VCP REACTOME_ATTACHMENT_OF_GPI_ANCHOR_TO_UPAR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ATTACHMENT_OF_GPI_ANCHOR_TO_UPAR GPAA1 PGAP1 PIGK PIGS PIGT PIGU PLAUR REACTOME_ATTENUATION_PHASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ATTENUATION_PHASE COL4A6 CREBBP CRYBA4 DEDD2 DNAJB1 DNAJB6 EP300 FKBP4 GML HSBP1 HSF1 HSP90AA1 HSP90AB1 HSPA1A HSPA1B HSPA1L HSPA2 HSPA6 HSPA8 HSPB1 HSPB2 HSPH1 MRPL18 PTGES3 RLN1 SERPINH1 TNFRSF21 UBB REACTOME_AUF1_HNRNP_D0_BINDS_AND_DESTABILIZES_MRNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_AUF1_HNRNP_D0_BINDS_AND_DESTABILIZES_MRNA EIF4G1 HNRNPD HSPA1A HSPA8 HSPB1 PABPC1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RPS27A SEM1 UBA52 UBB UBC REACTOME_AURKA_ACTIVATION_BY_TPX2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_AURKA_ACTIVATION_BY_TPX2 ACTR1A AKAP9 ALMS1 AURKA CCP110 CDK1 CDK5RAP2 CENPJ CEP131 CEP135 CEP152 CEP164 CEP192 CEP250 CEP290 CEP41 CEP43 CEP57 CEP63 CEP70 CEP72 CEP76 CEP78 CETN2 CKAP5 CLASP1 CNTRL CSNK1D CSNK1E DCTN1 DCTN2 DCTN3 DYNC1H1 DYNC1I2 DYNLL1 HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HMMR HSP90AA1 MAPRE1 NDE1 NEDD1 NEK2 NINL ODF2 OFD1 PAFAH1B1 PCM1 PCNT PLK1 PLK4 PPP2R1A PRKACA PRKAR2B SDCCAG8 SFI1 SSNA1 TPX2 TUBA1A TUBA4A TUBB TUBB4A TUBB4B TUBG1 YWHAE YWHAG REACTOME_AUTOPHAGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_AUTOPHAGY AMBRA1 ARL13B ATG10 ATG101 ATG12 ATG13 ATG14 ATG16L1 ATG3 ATG4A ATG4B ATG4C ATG4D ATG5 ATG7 ATG9A ATG9B ATM BECN1 CETN1 CFTR CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP6 CHMP7 CSNK2A1 CSNK2A2 CSNK2B DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 EEF1A1 EPAS1 FUNDC1 GABARAP GABARAPL1 GABARAPL2 GFAP HBB HDAC6 HSF1 HSP90AA1 HSP90AB1 HSPA8 IFT88 LAMP2 LAMTOR1 LAMTOR2 LAMTOR3 LAMTOR4 LAMTOR5 MAP1LC3A MAP1LC3B MAP1LC3C MFN1 MFN2 MLST8 MTERF3 MTMR14 MTMR3 MTOR MVB12A MVB12B NBR1 PARK7 PCNT PEX5 PGAM5 PIK3C3 PIK3R4 PINK1 PLIN2 PLIN3 PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 PRKN RB1CC1 RHEB RNASE1 RPS27A RPTOR RRAGA RRAGB RRAGC RRAGD SLC38A9 SQSTM1 SRC TOMM20 TOMM22 TOMM40 TOMM5 TOMM6 TOMM7 TOMM70 TSC1 TSC2 TSG101 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B UBA52 UBAP1 UBB UBC UBE2N UBE2V1 ULK1 USP30 UVRAG VCP VDAC1 VIM VPS28 VPS37A VPS37B VPS37C VPS37D WDR45 WDR45B WIPI1 WIPI2 REACTOME_AZATHIOPRINE_ADME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_AZATHIOPRINE_ADME ABCC4 ABCC5 GMPS GSTA1 GSTA2 GSTM1 GUK1 HPRT1 IMPDH1 IMPDH2 NME1 NME2 NUDT15 RAC1 SLC28A2 SLC28A3 SLC29A1 SLC29A2 TPMT VAV1 VAV2 VAV3 XDH REACTOME_A_TETRASACCHARIDE_LINKER_SEQUENCE_IS_REQUIRED_FOR_GAG_SYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_A_TETRASACCHARIDE_LINKER_SEQUENCE_IS_REQUIRED_FOR_GAG_SYNTHESIS AGRN B3GALT6 B3GAT1 B3GAT2 B3GAT3 B4GALT7 BCAN BGN CSPG4 CSPG5 DCN GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 HSPG2 NCAN SDC1 SDC2 SDC3 SDC4 VCAN XYLT1 XYLT2 REACTOME_BACTERIAL_INFECTION_PATHWAYS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BACTERIAL_INFECTION_PATHWAYS ANTXR1 ANTXR2 ATP6V1H B2M CALM1 CBL CBLL1 CD9 CDH1 CORO1A CTNNB1 CTNND1 CTSG DUSP16 EEF2 ENO1 EPS15 FURIN GRB2 GSK3A GUCY2C HBEGF HGS HSP90AA1 HSP90AB1 KPNA1 KPNB1 LTF MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K6 MAP2K7 MAPK1 MAPK3 MET MRC1 NHERF4 NOS2 PDCD6IP PGK1 RAB5A RAB7A RNF213 RPS27A SFPQ SH3GL1 SH3GL2 SH3GL3 SH3KBP1 SNAP25 SRC STAM STAM2 STX1A STX1B SV2A SV2B SV2C SYT1 SYT2 TLR2 TRIM27 TXNRD1 UBA52 UBB UBC VAMP1 VAMP2 VPS33B REACTOME_BASE_EXCISION_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BASE_EXCISION_REPAIR ACD ADPRS APEX1 FEN1 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-4 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 LIG1 LIG3 MBD4 MPG MUTYH NEIL1 NEIL2 NEIL3 NTHL1 OGG1 PARG PARP1 PARP2 PCNA PNKP POLB POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POT1 RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 SMUG1 TDG TERF1 TERF2 TERF2IP TINF2 UNG XRCC1 REACTOME_BASE_EXCISION_REPAIR_AP_SITE_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BASE_EXCISION_REPAIR_AP_SITE_FORMATION ACD H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-4 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 MBD4 MPG MUTYH NEIL1 NEIL2 NEIL3 NTHL1 OGG1 POT1 SMUG1 TDG TERF1 TERF2 TERF2IP TINF2 UNG REACTOME_BASIGIN_INTERACTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BASIGIN_INTERACTIONS ATP1B1 ATP1B2 ATP1B3 BSG CAV1 ITGA3 ITGA6 ITGB1 L1CAM MAG MMP1 PPIA PPIL2 SLC16A1 SLC16A3 SLC16A8 SLC3A2 SLC7A10 SLC7A11 SLC7A5 SLC7A6 SLC7A7 SLC7A8 SLC7A9 SPN REACTOME_BBSOME_MEDIATED_CARGO_TARGETING_TO_CILIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BBSOME_MEDIATED_CARGO_TARGETING_TO_CILIUM ARL6 BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 CCT2 CCT3 CCT4 CCT5 CCT8 LZTFL1 MCHR1 MKKS RAB3IP SMO SSTR3 TCP1 TTC8 REACTOME_BETA_CATENIN_INDEPENDENT_WNT_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BETA_CATENIN_INDEPENDENT_WNT_SIGNALING AGO1 AGO2 AGO3 AGO4 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 ARRB2 AXIN2 CALM1 CAMK2A CLTA CLTB CLTC CTNNB1 DAAM1 DVL1 DVL2 DVL3 FZD1 FZD2 FZD3 FZD4 FZD5 FZD6 FZD7 FZD8 GNAO1 GNAT2 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 ITPR1 ITPR2 ITPR3 KRAS LEF1 MAP3K7 MOV10 MYC NFATC1 NLK PARD6A PDE6A PDE6B PDE6G PFN1 PLCB1 PLCB2 PLCB3 PPP3CA PPP3CB PPP3R1 PRICKLE1 PRKCA PRKCB PRKCG PRKG1 PRKG2 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RAC1 RAC2 RAC3 RHOA ROR1 ROR2 RPS27A RYK SCRIB SEM1 SMURF1 SMURF2 TCF7 TCF7L1 TCF7L2 TNRC6A TNRC6B TNRC6C UBA52 UBB UBC VANGL2 WNT1 WNT11 WNT4 WNT5A WNT5B REACTOME_BETA_CATENIN_PHOSPHORYLATION_CASCADE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BETA_CATENIN_PHOSPHORYLATION_CASCADE AMER1 APC AXIN1 CSNK1A1 CTNNB1 FRAT1 FRAT2 GSK3B PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E REACTOME_BETA_DEFENSINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BETA_DEFENSINS CCR2 CCR6 DEFB1 DEFB103A DEFB103B DEFB104A DEFB104B DEFB105A DEFB105B DEFB106A DEFB106B DEFB107A DEFB107B DEFB108B DEFB109B DEFB110 DEFB112 DEFB113 DEFB114 DEFB115 DEFB116 DEFB118 DEFB119 DEFB121 DEFB123 DEFB124 DEFB125 DEFB126 DEFB127 DEFB128 DEFB129 DEFB130A DEFB130B DEFB131A DEFB132 DEFB133 DEFB134 DEFB135 DEFB136 DEFB4A DEFB4B ENSG00000284958 TLR1 TLR2 REACTOME_BETA_OXIDATION_OF_BUTANOYL_COA_TO_ACETYL_COA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BETA_OXIDATION_OF_BUTANOYL_COA_TO_ACETYL_COA ACADS ACSM3 ACSM6 ECHS1 HADH REACTOME_BETA_OXIDATION_OF_DECANOYL_COA_TO_OCTANOYL_COA_COA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BETA_OXIDATION_OF_DECANOYL_COA_TO_OCTANOYL_COA_COA ACADM ECHS1 HADH HADHA HADHB MECR REACTOME_BETA_OXIDATION_OF_HEXANOYL_COA_TO_BUTANOYL_COA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BETA_OXIDATION_OF_HEXANOYL_COA_TO_BUTANOYL_COA ACADS ECHS1 HADH HADHA HADHB REACTOME_BETA_OXIDATION_OF_LAUROYL_COA_TO_DECANOYL_COA_COA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BETA_OXIDATION_OF_LAUROYL_COA_TO_DECANOYL_COA_COA ACADL ECHS1 HADH HADHA HADHB REACTOME_BETA_OXIDATION_OF_OCTANOYL_COA_TO_HEXANOYL_COA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BETA_OXIDATION_OF_OCTANOYL_COA_TO_HEXANOYL_COA ACADM ECHS1 HADH HADHA HADHB REACTOME_BETA_OXIDATION_OF_PRISTANOYL_COA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BETA_OXIDATION_OF_PRISTANOYL_COA ACOT8 ACOX2 ACOX3 ACOXL AMACR CRAT CROT HSD17B4 SCP2 REACTOME_BETA_OXIDATION_OF_VERY_LONG_CHAIN_FATTY_ACIDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BETA_OXIDATION_OF_VERY_LONG_CHAIN_FATTY_ACIDS ABCD1 ACAA1 ACOT4 ACOT6 ACOT8 ACOX1 DECR2 ECI2 EHHADH HSD17B4 MLYCD REACTOME_BH3_ONLY_PROTEINS_ASSOCIATE_WITH_AND_INACTIVATE_ANTI_APOPTOTIC_BCL_2_MEMBERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BH3_ONLY_PROTEINS_ASSOCIATE_WITH_AND_INACTIVATE_ANTI_APOPTOTIC_BCL_2_MEMBERS BAD BBC3 BCL2 BCL2L1 BCL2L11 BID BMF PMAIP1 STAT3 REACTOME_BICARBONATE_TRANSPORTERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BICARBONATE_TRANSPORTERS AHCYL2 SLC4A1 SLC4A10 SLC4A2 SLC4A3 SLC4A4 SLC4A5 SLC4A7 SLC4A8 SLC4A9 REACTOME_BILE_ACID_AND_BILE_SALT_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BILE_ACID_AND_BILE_SALT_METABOLISM ABCB11 ABCC3 ACOT8 ACOX2 AKR1C1 AKR1C2 AKR1C3 AKR1C4 AKR1D1 ALB AMACR BAAT CH25H CYP27A1 CYP39A1 CYP46A1 CYP7A1 CYP7B1 CYP8B1 FABP6 HSD17B4 HSD3B7 NCOA1 NCOA2 NR1H4 OSBP OSBPL1A OSBPL2 OSBPL3 OSBPL6 OSBPL7 OSBPL9 PTGIS RXRA SCP2 SLC10A1 SLC10A2 SLC27A2 SLC27A5 SLC51A SLC51B SLCO1A2 SLCO1B1 SLCO1B3 STARD5 REACTOME_BINDING_AND_UPTAKE_OF_LIGANDS_BY_SCAVENGER_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BINDING_AND_UPTAKE_OF_LIGANDS_BY_SCAVENGER_RECEPTORS ALB AMBP APOA1 APOB APOE APOL1 CALR CD163 CD36 COL1A1 COL1A2 COL3A1 COL4A1 COL4A2 COLEC11 COLEC12 FTH1 FTL HBA1 HBA2 HBB HP HPR HPX HSP90AA1 HSP90B1 HSPH1 HYOU1 IGHA1 IGHA2 IGHV1-2 IGHV1-46 IGHV1-69 IGHV2-5 IGHV2-70 IGHV3-11 IGHV3-13 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-48 IGHV3-53 IGHV3-7 IGHV4-34 IGHV4-39 IGHV4-59 IGKV1-12 IGKV1-16 IGKV1-17 IGKV1-33 IGKV1-39 IGKV1-5 IGKV1D-12 IGKV1D-16 IGKV1D-33 IGKV1D-39 IGKV2-28 IGKV2-30 IGKV2D-28 IGKV2D-30 IGKV2D-40 IGKV3-11 IGKV3-15 IGKV3-20 IGKV3D-20 IGKV4-1 IGKV5-2 IGLC2 IGLC3 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-51 IGLV2-11 IGLV2-14 IGLV2-23 IGLV2-8 IGLV3-1 IGLV3-19 IGLV3-21 IGLV3-25 IGLV3-27 IGLV6-57 IGLV7-43 JCHAIN LRP1 MARCO MASP1 MSR1 SAA1 SCARA5 SCARB1 SCARF1 SCGB3A2 SPARC SSC5D STAB1 STAB2 REACTOME_BINDING_OF_TCF_LEF_CTNNB1_TO_TARGET_GENE_PROMOTERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BINDING_OF_TCF_LEF_CTNNB1_TO_TARGET_GENE_PROMOTERS AXIN2 CTNNB1 LEF1 MYC RUNX3 TCF7 TCF7L1 TCF7L2 REACTOME_BIOLOGICAL_OXIDATIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BIOLOGICAL_OXIDATIONS AADAC ABHD10 ABHD14B ACSM1 ACSM2A ACSM2B ACSM4 ACSM5 ACSS1 ACSS2 ACY1 ACY3 ADH1A ADH1B ADH1C ADH4 ADH5 ADH6 ADH7 AHCY AHR AIP AKR1A1 AKR7A2 AKR7A3 AKR7L ALDH1A1 ALDH1B1 ALDH2 ALDH3A1 AOC1 AOC2 AOC3 ARNT ARNT2 AS3MT BPHL BPNT1 BPNT2 CBR3 CES1 CES2 CES3 CHAC1 CHAC2 CMBL CNDP2 COMT CYB5B CYB5R3 CYP11A1 CYP11B1 CYP11B2 CYP19A1 CYP1A1 CYP1A2 CYP1B1 CYP21A2 CYP24A1 CYP26A1 CYP26B1 CYP26C1 CYP27A1 CYP27B1 CYP2A13 CYP2A6 CYP2A7 CYP2B6 CYP2C18 CYP2C19 CYP2C8 CYP2C9 CYP2D6 CYP2E1 CYP2F1 CYP2J2 CYP2R1 CYP2S1 CYP2U1 CYP2W1 CYP39A1 CYP3A4 CYP3A43 CYP3A5 CYP3A7 CYP46A1 CYP4A11 CYP4A22 CYP4B1 CYP4F11 CYP4F12 CYP4F2 CYP4F22 CYP4F3 CYP4F8 CYP4V2 CYP51A1 CYP7A1 CYP7B1 CYP8B1 DPEP1 DPEP2 DPEP3 EPHX1 ESD FDX1 FDX2 FDXR FMO1 FMO2 FMO3 GCLC GCLM GGCT GGT1 GGT5 GGT6 GGT7 GLYAT GLYATL1 GLYATL2 GLYATL3 GSS GSTA1 GSTA2 GSTA3 GSTA4 GSTA5 GSTK1 GSTM1 GSTM2 GSTM3 GSTM4 GSTM5 GSTO1 GSTO2 GSTP1 GSTT1 GSTT2 GSTT2B GSTZ1 HPGDS HSP90AB1 MAOA MAOB MAT1A MAT2A MAT2B MGST1 MGST2 MGST3 MTARC1 MTARC2 MTR MTRR N6AMT1 NAT1 NAT2 NCOA1 NCOA2 NNMT NQO2 NR1H4 OPLAH PAOX PAPSS1 PAPSS2 PODXL2 POMC POR PTGES3 PTGIS PTGS1 RXRA SLC26A1 SLC26A2 SLC35B2 SLC35B3 SLC35D1 SMOX SULT1A1 SULT1A2 SULT1A3 SULT1A4 SULT1B1 SULT1C2 SULT1C4 SULT1E1 SULT2A1 SULT2B1 SULT4A1 SULT6B1 TBXAS1 TPMT TPST1 TPST2 TRMT112 UGDH UGP2 UGT1A1 UGT1A10 UGT1A3 UGT1A4 UGT1A5 UGT1A6 UGT1A7 UGT1A8 UGT1A9 UGT2A1 UGT2A2 UGT2A3 UGT2B10 UGT2B11 UGT2B15 UGT2B17 UGT2B28 UGT2B4 UGT2B7 UGT3A1 UGT3A2 REACTOME_BIOSYNTHESIS_OF_EPA_DERIVED_SPMS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BIOSYNTHESIS_OF_EPA_DERIVED_SPMS ALOX15 ALOX5 GPX4 HPGD LTA4H PTGS2 REACTOME_BIOSYNTHESIS_OF_MARESINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BIOSYNTHESIS_OF_MARESINS ALOX5 CYP1A2 CYP2C8 CYP2C9 CYP2D6 CYP2E1 CYP3A4 EPHX2 REACTOME_BIOSYNTHESIS_OF_MARESIN_LIKE_SPMS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BIOSYNTHESIS_OF_MARESIN_LIKE_SPMS CYP1A2 CYP2C8 CYP2C9 CYP2D6 CYP2E1 CYP3A4 REACTOME_BIOSYNTHESIS_OF_SPECIALIZED_PRORESOLVING_MEDIATORS_SPMS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BIOSYNTHESIS_OF_SPECIALIZED_PRORESOLVING_MEDIATORS_SPMS ALOX12 ALOX15 ALOX5 ALOX5AP CYP1A1 CYP1A2 CYP2C8 CYP2C9 CYP2D6 CYP2E1 CYP3A4 EPHX2 GPX4 GSTM4 HPGD LTA4H LTC4S PTGR1 PTGS2 REACTOME_BIOSYNTHESIS_OF_THE_N_GLYCAN_PRECURSOR_DOLICHOL_LIPID_LINKED_OLIGOSACCHARIDE_LLO_AND_TRANSFER_TO_A_NASCENT_PROTEIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BIOSYNTHESIS_OF_THE_N_GLYCAN_PRECURSOR_DOLICHOL_LIPID_LINKED_OLIGOSACCHARIDE_LLO_AND_TRANSFER_TO_A_NASCENT_PROTEIN ALG1 ALG10 ALG10B ALG11 ALG12 ALG13 ALG14 ALG2 ALG3 ALG5 ALG6 ALG8 ALG9 AMDHD2 CMAS CTSA DHDDS DOLK DOLPP1 DPAGT1 DPM1 DPM2 DPM3 FCSK FPGT FUOM GFPT1 GFPT2 GFUS GLB1 GMDS GMPPA GMPPB GNE GNPNAT1 MPDU1 MPI MVD NAGK NANP NANS NEU1 NEU2 NEU3 NEU4 NPL NUDT14 NUS1 PGM3 PMM1 PMM2 RENBP RFT1 SLC17A5 SLC35A1 SLC35C1 SRD5A3 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST3GAL5 ST3GAL6 ST6GAL1 ST6GAL2 ST6GALNAC1 ST6GALNAC2 ST6GALNAC3 ST6GALNAC4 ST6GALNAC5 ST6GALNAC6 ST8SIA1 ST8SIA2 ST8SIA3 ST8SIA4 ST8SIA5 ST8SIA6 UAP1 REACTOME_BIOTIN_TRANSPORT_AND_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BIOTIN_TRANSPORT_AND_METABOLISM ACACA ACACB BTD HLCS MCCC1 MCCC2 PC PCCA PCCB PDZD11 SLC5A6 REACTOME_BLOOD_GROUP_SYSTEMS_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BLOOD_GROUP_SYSTEMS_BIOSYNTHESIS B3GALT1 B3GALT2 B3GALT4 B3GALT5 B4GALNT2 FUT1 FUT10 FUT11 FUT2 FUT3 FUT4 FUT5 FUT6 FUT7 FUT9 RHCE RHD ST3GAL3 ST3GAL4 ST3GAL6 ST6GALNAC6 REACTOME_BMAL1_CLOCK_NPAS2_ACTIVATES_CIRCADIAN_GENE_EXPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BMAL1_CLOCK_NPAS2_ACTIVATES_CIRCADIAN_GENE_EXPRESSION AVP BHLHE40 BHLHE41 BMAL1 BMAL2 CARM1 CHD9 CLOCK CREBBP DBP F7 HELZ2 KLF15 MED1 NAMPT NCOA1 NCOA2 NCOA6 NOCT NPAS2 PPARA RXRA SERPINE1 SMARCD3 TBL1X TBL1XR1 TGS1 REACTOME_BRANCHED_CHAIN_AMINO_ACID_CATABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BRANCHED_CHAIN_AMINO_ACID_CATABOLISM ACAD8 ACADSB ACAT1 ALDH6A1 AUH BCAT1 BCAT2 BCKDHA BCKDHB BCKDK DBT DLD ECHS1 HIBADH HIBCH HSD17B10 IVD MCCC1 MCCC2 PPM1K SLC25A44 REACTOME_BUDDING_AND_MATURATION_OF_HIV_VIRION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BUDDING_AND_MATURATION_OF_HIV_VIRION CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP5 CHMP6 CHMP7 MVB12A MVB12B NEDD4L PDCD6IP PPIA RPS27A TSG101 UBA52 UBAP1 UBB UBC VPS28 VPS37A VPS37B VPS37C VPS37D VPS4A VPS4B VTA1 REACTOME_BUTYRATE_RESPONSE_FACTOR_1_BRF1_BINDS_AND_DESTABILIZES_MRNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BUTYRATE_RESPONSE_FACTOR_1_BRF1_BINDS_AND_DESTABILIZES_MRNA AKT1 DCP1A DCP2 DIS3 EXOSC1 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 MAPKAPK2 XRN1 YWHAB ZFP36L1 REACTOME_BUTYROPHILIN_BTN_FAMILY_INTERACTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BUTYROPHILIN_BTN_FAMILY_INTERACTIONS BTN1A1 BTN2A1 BTN2A2 BTN3A1 BTN3A2 BTN3A3 BTNL2 BTNL8 BTNL9 CD209 PPL XDH REACTOME_B_WICH_COMPLEX_POSITIVELY_REGULATES_RRNA_EXPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_B_WICH_COMPLEX_POSITIVELY_REGULATES_RRNA_EXPRESSION ACTB BAZ1B DDX21 DEK EP300 ERCC6 GSK3B H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 KAT2A KAT2B MYBBP1A MYO1C POLR1A POLR1B POLR1C POLR1D POLR1E POLR1F POLR1G POLR1H POLR2E POLR2F POLR2H POLR2K POLR2L SF3B1 SMARCA5 TAF1A TAF1B TAF1C TAF1D TBP REACTOME_CA2_ACTIVATED_K_CHANNELS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CA2_ACTIVATED_K_CHANNELS KCNMA1 KCNMB1 KCNMB2 KCNMB3 KCNMB4 KCNN1 KCNN2 KCNN3 KCNN4 REACTOME_CA2_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CA2_PATHWAY AGO1 AGO2 AGO3 AGO4 AXIN2 CALM1 CAMK2A CTNNB1 FZD2 FZD3 FZD4 FZD5 FZD6 GNAO1 GNAT2 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 ITPR1 ITPR2 ITPR3 KRAS LEF1 MAP3K7 MOV10 MYC NFATC1 NLK PDE6A PDE6B PDE6G PLCB1 PLCB2 PLCB3 PPP3CA PPP3CB PPP3R1 PRKCA PRKG1 PRKG2 TCF7 TCF7L1 TCF7L2 TNRC6A TNRC6B TNRC6C WNT11 WNT5A REACTOME_CALCINEURIN_ACTIVATES_NFAT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CALCINEURIN_ACTIVATES_NFAT CALM1 FKBP1A NFATC1 NFATC2 NFATC3 PPIA PPP3CA PPP3CB PPP3R1 REACTOME_CALCITONIN_LIKE_LIGAND_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CALCITONIN_LIKE_LIGAND_RECEPTORS ADM ADM2 CALCA CALCB CALCR CALCRL IAPP RAMP1 RAMP2 RAMP3 REACTOME_CALNEXIN_CALRETICULIN_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CALNEXIN_CALRETICULIN_CYCLE AMFR CALR CANX DERL2 EDEM1 EDEM2 EDEM3 GANAB MAN1B1 MARCHF6 OS9 PDIA3 PRKCSH RNF103 RNF139 RNF185 RNF5 RPS27A SEL1L SYVN1 TRIM13 UBA52 UBB UBC UGGT1 UGGT2 REACTOME_CAMK_IV_MEDIATED_PHOSPHORYLATION_OF_CREB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CAMK_IV_MEDIATED_PHOSPHORYLATION_OF_CREB CALM1 CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 CAMKK1 CAMKK2 CREB1 KPNA2 REACTOME_CARBOXYTERMINAL_POST_TRANSLATIONAL_MODIFICATIONS_OF_TUBULIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CARBOXYTERMINAL_POST_TRANSLATIONAL_MODIFICATIONS_OF_TUBULIN AGBL1 AGBL2 AGBL3 AGBL4 AGBL5 AGTPBP1 LRRC49 NICN1 SVBP TPGS1 TPGS2 TTL TTLL1 TTLL10 TTLL11 TTLL12 TTLL13 TTLL2 TTLL3 TTLL4 TTLL5 TTLL6 TTLL7 TTLL8 TTLL9 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B VASH1 VASH2 REACTOME_CARDIAC_CONDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CARDIAC_CONDUCTION ABCC9 AHCYL1 AKAP9 ASPH ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP1B1 ATP1B2 ATP1B3 ATP2A1 ATP2A2 ATP2A3 ATP2B1 ATP2B2 ATP2B3 ATP2B4 CACNA1C CACNA2D2 CACNB1 CACNB2 CACNG4 CACNG6 CACNG7 CACNG8 CALM1 CAMK2A CAMK2B CAMK2D CAMK2G CASQ1 CASQ2 CES1 CLIC2 CORIN DMPK FGF11 FGF12 FGF13 FGF14 FKBP1B FXYD1 FXYD2 FXYD3 FXYD4 FXYD6 FXYD7 GATA4 HIPK1 HIPK2 ITPR1 ITPR2 ITPR3 KAT2B KCNA5 KCND1 KCND2 KCND3 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNH2 KCNIP1 KCNIP2 KCNIP3 KCNIP4 KCNJ11 KCNJ12 KCNJ14 KCNJ2 KCNJ4 KCNK1 KCNK10 KCNK12 KCNK13 KCNK15 KCNK16 KCNK17 KCNK18 KCNK2 KCNK3 KCNK4 KCNK5 KCNK6 KCNK7 KCNK9 KCNQ1 MME NKX2-5 NOS1 NPPA NPPC NPR1 NPR2 ORAI1 ORAI2 PLN PRKACA RANGRF RYR1 RYR2 RYR3 SCN10A SCN11A SCN1A SCN1B SCN2A SCN2B SCN3A SCN3B SCN4A SCN4B SCN5A SCN7A SCN8A SCN9A SLC8A1 SLC8A2 SLC8A3 SLN SRI STIM1 TBX5 TNNI3 TRDN TRPC1 WWTR1 REACTOME_CARDIOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CARDIOGENESIS CTNNB1 EOMES FOXO4 GATA4 GATA6 HAND1 HAND2 HEY1 HEY2 ISL1 KAT2A KAT5 LDB1 LEF1 MEF2C MESP1 MYOCD NKX2-5 SMAD1 SMAD4 SMYD1 SRF TBX1 TBX20 TBX5 TBXT WDR5 REACTOME_CARGO_CONCENTRATION_IN_THE_ER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CARGO_CONCENTRATION_IN_THE_ER AREG CD59 CNIH1 CNIH2 CNIH3 COL7A1 CTSC CTSZ F5 F8 FOLR1 GOSR2 GRIA1 LMAN1 LMAN1L LMAN2 LMAN2L MCFD2 MIA2 MIA3 PREB SAR1B SEC22B SEC23A SEC24A SEC24B SEC24C SEC24D SERPINA1 STX5 TGFA TMED10 TMED2 REACTOME_CARGO_RECOGNITION_FOR_CLATHRIN_MEDIATED_ENDOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CARGO_RECOGNITION_FOR_CLATHRIN_MEDIATED_ENDOCYTOSIS AAK1 ADRB2 AGFG1 AGTR1 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 APOB AREG ARRB1 ARRB2 AVP AVPR2 BTC CBL CD3D CD3G CD4 CFTR CHRM2 CLTA CLTB CLTC CLTCL1 COPS2 COPS3 COPS4 COPS5 COPS6 COPS7A COPS7B COPS8 DAB2 DVL2 EGF EGFR EPGN EPN1 EPN2 EPS15 EPS15L1 EREG FCHO1 FCHO2 FZD4 GPS1 GRB2 GRK2 GRK3 HBEGF HGS IGF2R IL7R ITSN1 ITSN2 KIAA0319 LDLR LDLRAP1 LRP2 M6PR NECAP1 NECAP2 NEDD8 PICALM REPS1 REPS2 RPS27A SCARB2 SGIP1 SH3GL1 SH3GL2 SH3GL3 SH3KBP1 SLC18A3 SLC2A8 SNAP91 STAM STAM2 STON1 STON2 SYT1 SYT11 SYT2 SYT8 SYT9 TACR1 TF TFRC TGFA TGOLN2 TOR1A TOR1B UBA52 UBB UBC UBQLN1 UBQLN2 VAMP2 VAMP3 VAMP4 VAMP7 VAMP8 WNT5A REACTOME_CARGO_TRAFFICKING_TO_THE_PERICILIARY_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CARGO_TRAFFICKING_TO_THE_PERICILIARY_MEMBRANE ARF4 ARL13B ARL3 ARL6 ASAP1 BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 CCT2 CCT3 CCT4 CCT5 CCT8 CNGA2 CNGA4 CNGB1 CYS1 EXOC1 EXOC2 EXOC3 EXOC4 EXOC5 EXOC6 EXOC7 EXOC8 GBF1 INPP5E LZTFL1 MCHR1 MKKS NPHP3 PDE6D PKD1 PKD2 RAB11A RAB11FIP3 RAB3IP RAB8A RHO RP2 SMO SSTR3 TCP1 TTC8 UNC119B REACTOME_CARNITINE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CARNITINE_METABOLISM ACACA ACACB CPT1A CPT1B CPT2 MID1IP1 PPARD PRKAA2 PRKAB2 PRKAG2 RXRA SLC22A5 SLC25A20 THRSP REACTOME_CASPASE_ACTIVATION_VIA_DEATH_RECEPTORS_IN_THE_PRESENCE_OF_LIGAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CASPASE_ACTIVATION_VIA_DEATH_RECEPTORS_IN_THE_PRESENCE_OF_LIGAND CASP8 CD14 CFLAR FADD FAS FASLG LY96 RIPK1 TICAM1 TICAM2 TLR4 TNFRSF10A TNFRSF10B TNFSF10 TRADD TRAF2 REACTOME_CASPASE_ACTIVATION_VIA_DEPENDENCE_RECEPTORS_IN_THE_ABSENCE_OF_LIGAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CASPASE_ACTIVATION_VIA_DEPENDENCE_RECEPTORS_IN_THE_ABSENCE_OF_LIGAND APPL1 CASP3 CASP9 DAPK1 DAPK2 DAPK3 DCC MAGED1 UNC5A UNC5B REACTOME_CASPASE_ACTIVATION_VIA_EXTRINSIC_APOPTOTIC_SIGNALLING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CASPASE_ACTIVATION_VIA_EXTRINSIC_APOPTOTIC_SIGNALLING_PATHWAY APPL1 CASP3 CASP8 CASP9 CD14 CFLAR DAPK1 DAPK2 DAPK3 DCC FADD FAS FASLG LY96 MAGED1 RIPK1 TICAM1 TICAM2 TLR4 TNFRSF10A TNFRSF10B TNFSF10 TRADD TRAF2 UNC5A UNC5B REACTOME_CASPASE_MEDIATED_CLEAVAGE_OF_CYTOSKELETAL_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CASPASE_MEDIATED_CLEAVAGE_OF_CYTOSKELETAL_PROTEINS ADD1 CASP3 CASP6 CASP7 CASP8 DBNL GAS2 GSN MAPT PLEC SPTAN1 VIM REACTOME_CATION_COUPLED_CHLORIDE_COTRANSPORTERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CATION_COUPLED_CHLORIDE_COTRANSPORTERS SLC12A1 SLC12A2 SLC12A3 SLC12A4 SLC12A5 SLC12A6 SLC12A7 REACTOME_CA_DEPENDENT_EVENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CA_DEPENDENT_EVENTS ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 CALM1 CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 CAMKK1 CAMKK2 CREB1 GRK2 KPNA2 MAPK1 NBEA PDE1A PDE1B PDE1C PLA2G4A PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCA PRKCD PRKCG PRKX REACTOME_CD163_MEDIATING_AN_ANTI_INFLAMMATORY_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CD163_MEDIATING_AN_ANTI_INFLAMMATORY_RESPONSE ADAM17 CD163 FURIN IL10 IL6 MAPK14 MYH9 PLK2 RHBDF2 REACTOME_CD209_DC_SIGN_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CD209_DC_SIGN_SIGNALING CD209 CREBBP EP300 FYN HRAS ICAM2 ICAM3 KRAS LYN NFKB1 NRAS PAK1 PAK2 PAK3 PRKACA PRKACB PRKACG RAF1 RELA RELB RPS6KA5 REACTOME_CD22_MEDIATED_BCR_REGULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CD22_MEDIATED_BCR_REGULATION CD22 CD79A CD79B IGHD IGHM IGHV1-2 IGHV1-46 IGHV1-69 IGHV2-5 IGHV2-70 IGHV3-11 IGHV3-13 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-48 IGHV3-53 IGHV3-7 IGHV4-34 IGHV4-39 IGHV4-59 IGKV1-12 IGKV1-16 IGKV1-17 IGKV1-33 IGKV1-39 IGKV1-5 IGKV1D-12 IGKV1D-16 IGKV1D-33 IGKV1D-39 IGKV2-28 IGKV2-30 IGKV2D-28 IGKV2D-30 IGKV2D-40 IGKV3-11 IGKV3-15 IGKV3-20 IGKV3D-20 IGKV4-1 IGKV5-2 IGLC2 IGLC3 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-51 IGLV2-11 IGLV2-14 IGLV2-23 IGLV2-8 IGLV3-1 IGLV3-19 IGLV3-21 IGLV3-25 IGLV3-27 IGLV6-57 IGLV7-43 LYN PTPN6 REACTOME_CD28_CO_STIMULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CD28_CO_STIMULATION AKT1 AKT2 AKT3 CD28 CD80 CD86 CDC42 FYN GRAP2 GRB2 LCK LYN MAP3K14 MAP3K8 MAPKAP1 MLST8 MTOR PAK1 PAK2 PAK3 PDPK1 PIK3CA PIK3R1 PIK3R2 PIK3R3 PRR5 RAC1 RICTOR SRC THEM4 TRIB3 VAV1 YES1 REACTOME_CD28_DEPENDENT_PI3K_AKT_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CD28_DEPENDENT_PI3K_AKT_SIGNALING AKT1 AKT2 AKT3 CD28 CD80 CD86 FYN LCK MAP3K14 MAP3K8 MAPKAP1 MLST8 MTOR PDPK1 PIK3CA PIK3R1 PIK3R2 PIK3R3 PRR5 RICTOR THEM4 TRIB3 REACTOME_CD28_DEPENDENT_VAV1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CD28_DEPENDENT_VAV1_PATHWAY CD28 CD80 CD86 CDC42 FYN GRB2 LCK PAK1 PAK2 PAK3 RAC1 VAV1 REACTOME_CDC42_GTPASE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CDC42_GTPASE_CYCLE ABR ARAP1 ARAP2 ARAP3 ARFGAP2 ARFGAP3 ARHGAP1 ARHGAP10 ARHGAP11B ARHGAP17 ARHGAP20 ARHGAP21 ARHGAP22 ARHGAP24 ARHGAP26 ARHGAP27 ARHGAP29 ARHGAP30 ARHGAP31 ARHGAP32 ARHGAP33 ARHGAP35 ARHGAP39 ARHGAP4 ARHGAP40 ARHGAP42 ARHGAP44 ARHGAP45 ARHGAP5 ARHGAP9 ARHGDIA ARHGDIB ARHGDIG ARHGEF10 ARHGEF11 ARHGEF12 ARHGEF15 ARHGEF16 ARHGEF19 ARHGEF25 ARHGEF26 ARHGEF4 ARHGEF5 ARHGEF6 ARHGEF7 ARHGEF9 BAIAP2 BCR CAV1 CDC42 CDC42BPA CDC42BPB CDC42EP1 CDC42EP2 CDC42EP3 CDC42EP4 CDC42EP5 CDC42SE2 CHN1 CPNE8 DAAM1 DEF6 DEPDC1B DIAPH3 DLC1 DNMBP DOCK10 DOCK11 DOCK6 DOCK7 DOCK8 DOCK9 ECT2 FAM13B FARP1 FGD1 FGD2 FGD3 FGD4 FMNL1 FMNL2 FMNL3 FNBP1 FNBP1L GIT1 GIT2 GMIP GNA13 GOLGA8R IQGAP1 IQGAP2 IQGAP3 ITSN1 JUP KCTD3 KTN1 LAMTOR1 LBR MAP3K11 MCF2 MCF2L MYO9B NGEF OPHN1 PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 PARD6A PIK3R1 PIK3R2 PLD1 PLEKHG1 PLEKHG2 PLEKHG3 PLEKHG4 PLEKHG4B PREX1 PREX2 RAB7A RACGAP1 RALBP1 RASGRF2 SCRIB SH3PXD2A SHKBP1 SNAP23 SPATA13 SRGAP1 SRGAP2 SRGAP3 STARD13 STARD8 STEAP3 STOM SYDE1 TAGAP TFRC TIAM1 TMPO TRIO VAMP3 VANGL1 VAV2 VAV3 WAS WASL WDR81 WDR91 WIPF1 WIPF2 WIPF3 YKT6 REACTOME_CDC6_ASSOCIATION_WITH_THE_ORC_ORIGIN_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CDC6_ASSOCIATION_WITH_THE_ORC_ORIGIN_COMPLEX CDC6 MCM8 ORC1 ORC2 ORC3 ORC4 ORC5 ORC6 REACTOME_CDH11_HOMOTYPIC_AND_HETEROTYPIC_INTERACTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CDH11_HOMOTYPIC_AND_HETEROTYPIC_INTERACTIONS CDH11 CDH24 CDH8 CTNNA1 CTNNB1 CTNND1 JUP REACTOME_CELLULAR_HEXOSE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CELLULAR_HEXOSE_TRANSPORT FGF21 MFSD4B SLC2A1 SLC2A10 SLC2A11 SLC2A12 SLC2A14 SLC2A2 SLC2A3 SLC2A4 SLC2A6 SLC2A7 SLC2A8 SLC2A9 SLC45A3 SLC50A1 SLC5A1 SLC5A10 SLC5A2 SLC5A4 SLC5A9 REACTOME_CELLULAR_RESPONSES_TO_STIMULI https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CELLULAR_RESPONSES_TO_STIMULI AAAS ABCC1 ABCC3 ABCF2 ABCG2 ACADVL ACD ACTR10 ACTR1A ADD1 AGO1 AGO3 AGO4 AJUBA AKT1 AKT1S1 AKT2 AKT3 ALB AMER1 ANAPC1 ANAPC10 ANAPC11 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 APOA1 APOB AQP8 AR AREG ARFGAP1 ARNT ASF1A ASNS ATF2 ATF3 ATF4 ATF5 ATF6 ATF6B ATM ATOX1 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1C2 ATP6V1D ATP6V1E1 ATP6V1E2 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1G3 ATP6V1H ATP7A ATR BACH1 BAG1 BAG2 BAG3 BAG4 BAG5 BCL2 BCL2L1 BLVRA BLVRB BMAL1 BMI1 BMT2 BRCA1 BTRC CA9 CABIN1 CALR CAMK2A CAMK2B CAMK2D CAMK2G CAPZA1 CAPZA2 CAPZA3 CAPZB CARM1 CASTOR1 CASTOR2 CAT CBX2 CBX4 CBX6 CBX8 CCAR2 CCL2 CCNA1 CCNA2 CCNE1 CCNE2 CCS CDC16 CDC23 CDC26 CDC27 CDK2 CDK4 CDK6 CDKN1A CDKN1B CDKN2A CDKN2B CDKN2C CDKN2D CEBPB CEBPG CHAC1 CHD9 CITED2 CLEC1B CLOCK COL4A6 COX11 COX14 COX16 COX18 COX19 COX20 COX4I1 COX5A COX5B COX6A1 COX6B1 COX6C COX7A2L COX7B COX7C COX8A CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREBBP CREBRF CRTC1 CRTC2 CRTC3 CRYAB CRYBA4 CSNK2A1 CSNK2A2 CSNK2B CSRP1 CTDSP2 CUL1 CUL2 CUL3 CUL7 CXCL8 CXXC1 CYBA CYBB CYCS DCP2 DCSTAMP DCTN1 DCTN2 DCTN3 DCTN4 DCTN5 DCTN6 DDIT3 DDX11 DEDD2 DEPDC5 DIS3 DNAJA1 DNAJA2 DNAJA4 DNAJB1 DNAJB11 DNAJB6 DNAJB9 DNAJC2 DNAJC3 DNAJC7 DPP3 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 E2F1 E2F2 E2F3 EDEM1 EED EEF1A1 EGF EGLN1 EGLN2 EGLN3 EHMT1 EHMT2 EIF2AK1 EIF2AK3 EIF2AK4 EIF2S1 EIF2S2 EIF2S3 ELOB ELOC EP300 EP400 EPAS1 EPO ERF ERN1 ERO1A ETS1 ETS2 EXOSC1 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 EXTL1 EXTL2 EXTL3 EZH2 FABP1 FAU FBXL17 FKBP14 FKBP4 FKBP5 FLCN FNIP1 FNIP2 FOS FZR1 G6PD GCLC GCLM GCN1 GFPT1 GML GOSR2 GPX1 GPX2 GPX3 GPX5 GPX6 GPX7 GPX8 GRB10 GSK3A GSK3B GSR GSTA1 GSTA3 GSTP1 H1-0 H1-1 H1-2 H1-3 H1-4 H1-5 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3-4 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HBA1 HBA2 HBB HDAC3 HDAC6 HDGF HELZ2 HERPUD1 HIF1A HIF1AN HIF3A HIGD1A HIKESHI HIRA HM13 HMGA1 HMGA2 HMOX1 HMOX2 HSBP1 HSF1 HSP90AA1 HSP90AB1 HSP90B1 HSPA12A HSPA12B HSPA13 HSPA14 HSPA1A HSPA1B HSPA1L HSPA2 HSPA4 HSPA4L HSPA5 HSPA6 HSPA8 HSPA9 HSPB1 HSPB2 HSPB8 HSPH1 HYOU1 ID1 IDH1 IFNB1 IGFBP1 IGFBP7 IL1A IL6 IMPACT ITFG2 JUN KAT5 KDELR3 KDM6B KEAP1 KHSRP KICS2 KLHDC3 KPTN LAMTOR1 LAMTOR2 LAMTOR3 LAMTOR4 LAMTOR5 LIMD1 LMNA LMNB1 LRPPRC LY96 MAFG MAFK MAP1LC3B MAP2K3 MAP2K4 MAP2K6 MAP2K7 MAP3K5 MAP4K4 MAPK1 MAPK10 MAPK11 MAPK14 MAPK3 MAPK7 MAPK8 MAPK9 MAPKAPK2 MAPKAPK3 MAPKAPK5 MBTPS1 MBTPS2 MDM2 MDM4 ME1 MED1 MEF2C MEF2D MINK1 MIOS MIR24-1 MIR24-2 MLST8 MOV10 MRE11 MRPL18 MT-CO1 MT-CO2 MT-CO3 MT1A MT1B MT1E MT1F MT1G MT1H MT1M MT1X MT2A MT3 MT4 MTF1 MTOR MUL1 MYC MYDGF NBN NCF1 NCF2 NCF4 NCOA1 NCOA2 NCOA6 NCOR1 NCOR2 NDC1 NDUFA4 NFE2L2 NFKB1 NFYA NFYB NFYC NLRP3 NOTCH1 NOX4 NOX5 NPAS2 NPLOC4 NPRL2 NPRL3 NQO1 NR1D1 NR3C1 NR3C2 NRIP1 NUDT2 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 P4HB PALB2 PARN PDGFA PDIA5 PDIA6 PGD PGR PHC1 PHC2 PHC3 PLA2G4B POM121 POM121C POT1 PPARA PPARGC1A PPP1R15A PPP2R5B PRDX1 PRDX2 PRDX3 PRDX5 PRDX6 PREB PRKAA2 PRKCD PRKCI PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTGES3 PTK6 RAD50 RAE1 RAI1 RANBP2 RB1 RBBP4 RBBP7 RBX1 RELA RHEB RING1 RLN1 RNF2 RORA RPA1 RPA2 RPA3 RPL10 RPL10A RPL10L RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL22L1 RPL23 RPL23A RPL24 RPL26 RPL26L1 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL36AL RPL37 RPL37A RPL38 RPL39 RPL39L RPL3L RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS19BP1 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS6KA1 RPS6KA2 RPS6KA3 RPS7 RPS8 RPS9 RPSA RPTOR RRAGA RRAGB RRAGC RRAGD RXRA SCMH1 SCO1 SCO2 SEC13 SEC31A SEH1L SEM1 SERP1 SERPINH1 SESN1 SESN2 SH3BP4 SHC1 SIN3A SIN3B SIRT1 SKP1 SKP2 SLC38A9 SLC46A1 SLC7A11 SMARCD3 SNCB SOD1 SOD2 SOD3 SP1 SQSTM1 SRPRA SRPRB SRXN1 SSR1 ST13 STAP2 STAT3 STIP1 SULT1A3 SURF1 SUZ12 SYVN1 SZT2 TACO1 TALDO1 TATDN2 TBL1X TBL1XR1 TCIRG1 TERF1 TERF2 TERF2IP TFDP1 TFDP2 TGS1 TINF2 TKT TLN1 TLR4 TNFRSF21 TNIK TNRC6A TNRC6B TNRC6C TP53 TPP1 TPR TRIB3 TRIM21 TSPYL2 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B TXN TXN2 TXNIP TXNRD1 TXNRD2 UBA52 UBB UBC UBE2C UBE2D1 UBE2D2 UBE2D3 UBE2E1 UBE2S UBN1 UBXN7 UFD1 USP46 VCP VEGFA VENTX VHL WDR24 WDR59 WFS1 WIPI1 WTIP XBP1 XPO1 YIF1A YWHAE ZBTB17 REACTOME_CELLULAR_RESPONSE_TO_CHEMICAL_STRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CELLULAR_RESPONSE_TO_CHEMICAL_STRESS ABCC1 ABCC3 ABCF2 ABCG2 AKT1 AKT2 AKT3 ALB AMER1 AQP8 AREG ATF4 ATOX1 ATP7A BACH1 BCL2 BCL2L1 BLVRA BLVRB BRCA1 BTRC CARM1 CAT CCL2 CCS CDKN1A CDKN2A CHD9 COX11 COX14 COX16 COX18 COX19 COX20 COX4I1 COX5A COX5B COX6A1 COX6B1 COX6C COX7A2L COX7B COX7C COX8A CREBBP CSNK2A1 CSNK2A2 CSNK2B CUL1 CUL3 CYBA CYBB CYCS DPP3 EGF EIF2AK3 EP300 ERO1A FABP1 FBXL17 G6PD GCLC GCLM GPX1 GPX2 GPX3 GPX5 GPX6 GPX7 GPX8 GSK3B GSR GSTA1 GSTA3 GSTP1 HBA1 HBA2 HBB HDAC3 HELZ2 HM13 HMOX1 HMOX2 IDH1 KEAP1 LRPPRC MAFG MAFK MAP1LC3B ME1 MED1 MT-CO1 MT-CO2 MT-CO3 MUL1 MYC NCF1 NCF2 NCF4 NCOA1 NCOA2 NCOA6 NCOR1 NCOR2 NDUFA4 NFE2L2 NFKB1 NLRP3 NOTCH1 NOX4 NOX5 NPLOC4 NQO1 NUDT2 P4HB PALB2 PDGFA PGD PPARA PRDX1 PRDX2 PRDX3 PRDX5 PRDX6 PRKAA2 PRKCD PRKCI PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTK6 RBX1 RELA RPS27A RXRA SCO1 SCO2 SEM1 SESN1 SESN2 SIN3A SIN3B SKP1 SKP2 SLC7A11 SMARCD3 SOD1 SOD2 SOD3 SP1 SQSTM1 SRXN1 STAP2 STAT3 SURF1 TACO1 TALDO1 TBL1X TBL1XR1 TGS1 TKT TRIM21 TXN TXN2 TXNIP TXNRD1 TXNRD2 UBA52 UBB UBC UBXN7 UFD1 VCP REACTOME_CELLULAR_RESPONSE_TO_HEAT_STRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CELLULAR_RESPONSE_TO_HEAT_STRESS AAAS AKT1S1 ATM ATR BAG1 BAG2 BAG3 BAG4 BAG5 CAMK2A CAMK2B CAMK2D CAMK2G CCAR2 COL4A6 CREBBP CRYAB CRYBA4 DEDD2 DNAJB1 DNAJB6 DNAJC2 DNAJC7 EEF1A1 EP300 FKBP4 GML GSK3B HDAC6 HIKESHI HSBP1 HSF1 HSP90AA1 HSP90AB1 HSPA12A HSPA12B HSPA13 HSPA14 HSPA1A HSPA1B HSPA1L HSPA2 HSPA4 HSPA4L HSPA5 HSPA6 HSPA8 HSPA9 HSPB1 HSPB2 HSPB8 HSPH1 MAPK1 MAPK3 MAPKAPK2 MLST8 MRPL18 MTOR NDC1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 POM121 POM121C PTGES3 RAE1 RANBP2 RLN1 RPA1 RPA2 RPA3 RPS19BP1 RPTOR SEC13 SEH1L SERPINH1 SIRT1 ST13 TNFRSF21 TPR UBB VCP YWHAE REACTOME_CELLULAR_RESPONSE_TO_HYPOXIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CELLULAR_RESPONSE_TO_HYPOXIA AJUBA ARNT CA9 CITED2 CREBBP CUL2 EGLN1 EGLN2 EGLN3 ELOB ELOC EP300 EPAS1 EPO HIF1A HIF1AN HIF3A HIGD1A LIMD1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RBX1 RPS27A SEM1 UBA52 UBB UBC UBE2D1 UBE2D2 UBE2D3 VEGFA VHL WTIP REACTOME_CELLULAR_RESPONSE_TO_STARVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CELLULAR_RESPONSE_TO_STARVATION ASNS ATF2 ATF3 ATF4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1C2 ATP6V1D ATP6V1E1 ATP6V1E2 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1G3 ATP6V1H BMT2 CASTOR1 CASTOR2 CEBPB CEBPG DDIT3 DEPDC5 EIF2AK4 EIF2S1 EIF2S2 EIF2S3 FAU FLCN FNIP1 FNIP2 GCN1 IMPACT ITFG2 KICS2 KPTN LAMTOR1 LAMTOR2 LAMTOR3 LAMTOR4 LAMTOR5 MIOS MLST8 MTOR NPRL2 NPRL3 RHEB RPL10 RPL10A RPL10L RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL22L1 RPL23 RPL23A RPL24 RPL26 RPL26L1 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL36AL RPL37 RPL37A RPL38 RPL39 RPL39L RPL3L RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS7 RPS8 RPS9 RPSA RPTOR RRAGA RRAGB RRAGC RRAGD SEC13 SEH1L SESN1 SESN2 SH3BP4 SLC38A9 SZT2 TCIRG1 TRIB3 UBA52 WDR24 WDR59 REACTOME_CELLULAR_SENESCENCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CELLULAR_SENESCENCE ACD AGO1 AGO3 AGO4 ANAPC1 ANAPC10 ANAPC11 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 ASF1A ATM BMI1 CABIN1 CBX2 CBX4 CBX6 CBX8 CCNA1 CCNA2 CCNE1 CCNE2 CDC16 CDC23 CDC26 CDC27 CDK2 CDK4 CDK6 CDKN1A CDKN1B CDKN2A CDKN2B CDKN2C CDKN2D CEBPB CXCL8 E2F1 E2F2 E2F3 EED EHMT1 EHMT2 EP400 ERF ETS1 ETS2 EZH2 FOS FZR1 H1-0 H1-1 H1-2 H1-3 H1-4 H1-5 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3-4 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HIRA HMGA1 HMGA2 ID1 IFNB1 IGFBP7 IL1A IL6 JUN KAT5 KDM6B LMNB1 MAP2K3 MAP2K4 MAP2K6 MAP2K7 MAP3K5 MAP4K4 MAPK1 MAPK10 MAPK11 MAPK14 MAPK3 MAPK7 MAPK8 MAPK9 MAPKAPK2 MAPKAPK3 MAPKAPK5 MDM2 MDM4 MINK1 MIR24-1 MIR24-2 MOV10 MRE11 NBN NFKB1 PHC1 PHC2 PHC3 POT1 RAD50 RB1 RBBP4 RBBP7 RELA RING1 RNF2 RPS27A RPS6KA1 RPS6KA2 RPS6KA3 SCMH1 SP1 STAT3 SUZ12 TERF1 TERF2 TERF2IP TFDP1 TFDP2 TINF2 TNIK TNRC6A TNRC6B TNRC6C TP53 TXN UBA52 UBB UBC UBE2C UBE2D1 UBE2E1 UBE2S UBN1 VENTX REACTOME_CELL_CELL_COMMUNICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CELL_CELL_COMMUNICATION ACTB ACTG1 ACTN1 ACTN2 ACTN3 ACTN4 ADAM19 ADAM33 AFDN AGO1 AGO2 AGO3 AGO4 AMOT ANG ANGPTL4 ARHGEF6 BHLHE22 CADM1 CADM2 CADM3 CASK CD151 CD2AP CD47 CDH1 CDH10 CDH11 CDH12 CDH13 CDH15 CDH17 CDH18 CDH19 CDH2 CDH24 CDH3 CDH4 CDH5 CDH6 CDH7 CDH8 CDH9 CLDN1 CLDN10 CLDN11 CLDN12 CLDN14 CLDN15 CLDN16 CLDN17 CLDN18 CLDN19 CLDN2 CLDN20 CLDN22 CLDN23 CLDN3 CLDN4 CLDN5 CLDN6 CLDN7 CLDN8 CLDN9 COL17A1 CRB3 CTNNA1 CTNNB1 CTNND1 DST F11R FBLIM1 FERMT2 FLNA FLNC FOXF1 FYB1 FYN GRB2 HEYL HOXC8 ILF3 ILK IQGAP1 ITGA6 ITGB1 ITGB4 JUP KIRREL1 KIRREL2 KIRREL3 KRT14 KRT5 LAMA3 LAMB3 LAMC2 LIMS1 LIMS2 MAGI2 MIR200C MOV10 NCK1 NCK2 NECTIN1 NECTIN2 NECTIN3 NECTIN4 NPHS1 NPHS2 PALS1 PARD3 PARD6A PARD6B PARD6G PARVA PARVB PATJ PIK3CA PIK3CB PIK3R1 PIK3R2 PLEC PRDM8 PRKCI PTK2 PTK2B PTPN11 PTPN6 PVR PXN RSU1 SDK1 SDK2 SFTPA1 SFTPA2 SFTPD SIRPA SIRPB1 SIRPG SKAP2 SNAI1 SOX10 SP1 SPTAN1 SPTBN1 SRC TESK1 TNRC6A TNRC6B TNRC6C TYROBP VASP WASL ZC3H12A ZEB2 REACTOME_CELL_CELL_JUNCTION_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CELL_CELL_JUNCTION_ORGANIZATION ACTB ACTG1 ADAM19 ADAM33 AFDN AGO1 AGO2 AGO3 AGO4 AMOT ANG ANGPTL4 BHLHE22 CADM1 CADM2 CADM3 CDH1 CDH10 CDH11 CDH12 CDH13 CDH15 CDH17 CDH18 CDH19 CDH2 CDH24 CDH3 CDH4 CDH5 CDH6 CDH7 CDH8 CDH9 CLDN1 CLDN10 CLDN11 CLDN12 CLDN14 CLDN15 CLDN16 CLDN17 CLDN18 CLDN19 CLDN2 CLDN20 CLDN22 CLDN23 CLDN3 CLDN4 CLDN5 CLDN6 CLDN7 CLDN8 CLDN9 CRB3 CTNNA1 CTNNB1 CTNND1 F11R FOXF1 HEYL HOXC8 ILF3 JUP MIR200C MOV10 NECTIN1 NECTIN2 NECTIN3 NECTIN4 PALS1 PARD3 PARD6A PARD6B PARD6G PATJ PRDM8 PRKCI PVR SDK1 SDK2 SNAI1 SOX10 SP1 TNRC6A TNRC6B TNRC6C ZC3H12A ZEB2 REACTOME_CELL_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CELL_CYCLE AAAS ABL1 ABRAXAS1 ACD ACTR1A AHCTF1 AJUBA AKAP9 AKT1 AKT2 AKT3 ALMS1 ANAPC1 ANAPC10 ANAPC11 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 ANKLE2 ANKRD28 ARPP19 ATM ATR ATRIP ATRX AURKA AURKB B9D2 BABAM1 BABAM2 BANF1 BARD1 BIRC5 BLM BLZF1 BORA BRCA1 BRCA2 BRCC3 BRIP1 BTRC BUB1 BUB1B BUB3 CABLES1 CC2D1B CCNA1 CCNA2 CCNB1 CCNB2 CCND1 CCND2 CCND3 CCNE1 CCNE2 CCNH CCP110 CDC14A CDC16 CDC20 CDC23 CDC25A CDC25B CDC25C CDC26 CDC27 CDC45 CDC6 CDC7 CDCA5 CDCA8 CDK1 CDK11A CDK11B CDK2 CDK4 CDK5RAP2 CDK6 CDK7 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CDKN2D CDT1 CENPA CENPC CENPE CENPF CENPH CENPI CENPJ CENPK CENPL CENPM CENPN CENPO CENPP CENPQ CENPS CENPT CENPU CENPW CENPX CEP131 CEP135 CEP152 CEP164 CEP192 CEP250 CEP290 CEP41 CEP43 CEP57 CEP63 CEP70 CEP72 CEP76 CEP78 CETN2 CHEK1 CHEK2 CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP6 CHMP7 CHTF18 CHTF8 CKAP5 CKS1B CLASP1 CLASP2 CLIP1 CLSPN CNEP1R1 CNTRL COP1 CSNK1D CSNK1E CSNK2A1 CSNK2A2 CSNK2B CTC1 CTDNEP1 CUL1 DAXX DBF4 DCTN1 DCTN2 DCTN3 DHFR DIDO1 DKC1 DMC1 DNA2 DSCC1 DSN1 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 DYRK1A E2F1 E2F2 E2F3 E2F4 E2F5 E2F6 EMD EML4 ENSA EP300 ERCC6L ESCO1 ESCO2 ESPL1 EXO1 FBXL18 FBXL7 FBXO5 FBXW11 FEN1 FKBP6 FKBPL FOXM1 FZR1 GAR1 GINS1 GINS2 GINS3 GINS4 GMNN GOLGA2 GORASP1 GORASP2 GSK3B GTSE1 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3-4 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HDAC1 HDAC8 HERC2 HJURP HMMR HSP90AA1 HSP90AB1 HSPA2 HUS1 INCENP IST1 ITGB3BP JAK2 KAT5 KIF18A KIF20A KIF23 KIF2A KIF2B KIF2C KMT5A KNL1 KNTC1 KPNB1 LBR LCMT1 LEMD2 LEMD3 LIG1 LIN37 LIN52 LIN54 LIN9 LMNA LMNB1 LPIN1 LPIN2 LPIN3 LYN MAD1L1 MAD2L1 MAPK1 MAPK3 MAPRE1 MASTL MAU2 MAX MCM10 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 MCPH1 MDC1 MDM2 MDM4 MIS12 MIS18A MIS18BP1 MLH1 MLH3 MNAT1 MND1 MRE11 MSH4 MSH5 MYBL2 MYC MZT1 MZT2A MZT2B NBN NCAPD2 NCAPD3 NCAPG NCAPG2 NCAPH NCAPH2 NDC1 NDC80 NDE1 NDEL1 NEDD1 NEK2 NEK6 NEK7 NEK9 NHP2 NINL NIPBL NME7 NOP10 NPM1 NSD2 NSL1 NUDC NUF2 NUMA1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 ODF2 OFD1 OIP5 OPTN ORC1 ORC2 ORC3 ORC4 ORC5 ORC6 PAFAH1B1 PCBP4 PCM1 PCNA PCNT PDS5A PDS5B PHF20 PHF8 PHLDA1 PIAS4 PIF1 PKMYT1 PLK1 PLK4 PMF1 POLA1 POLA2 POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L POM121 POM121C POT1 PPME1 PPP1CB PPP1CC PPP1R12A PPP1R12B PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R2A PPP2R2D PPP2R3B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PPP6C PPP6R3 PRDM9 PRIM1 PRIM2 PRKACA PRKAR2B PRKCA PRKCB PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC3IP PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTK6 PTTG1 RAB1A RAB1B RAB2A RAB8A RAD1 RAD17 RAD21 RAD50 RAD51 RAD51C RAD9A RAD9B RAE1 RAN RANBP2 RANGAP1 RB1 RBBP4 RBBP7 RBBP8 RBL1 RBL2 RBX1 RCC1 RCC2 REC8 RFC1 RFC2 RFC3 RFC4 RFC5 RHNO1 RMI1 RMI2 RNF168 RNF8 RPA1 RPA2 RPA3 RPA4 RPS27 RPS27A RRM2 RSF1 RTEL1 RUVBL1 RUVBL2 SDCCAG8 SEC13 SEH1L SEM1 SET SFI1 SFN SGO1 SGO2 SHQ1 SIRT2 SKA1 SKA2 SKP1 SKP2 SMARCA5 SMC1A SMC1B SMC2 SMC3 SMC4 SPAST SPC24 SPC25 SPDL1 SPO11 SRC SSNA1 STAG1 STAG2 STAG3 STN1 SUMO1 SUN1 SUN2 SYCE1 SYCE2 SYCE3 SYCP1 SYCP2 SYCP3 SYNE1 SYNE2 TAOK1 TEN1 TERF1 TERF2 TERF2IP TERT TEX12 TEX15 TFDP1 TFDP2 TINF2 TK1 TMPO TNPO1 TOP2A TOP3A TOPBP1 TP53 TP53BP1 TPR TPX2 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B TUBG1 TUBG2 TUBGCP2 TUBGCP3 TUBGCP4 TUBGCP5 TUBGCP6 TYMS UBA52 UBB UBC UBE2C UBE2D1 UBE2E1 UBE2I UBE2N UBE2S UBE2V2 UIMC1 USO1 VPS4A VRK1 VRK2 WAPL WEE1 WRAP53 WRN XPO1 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ ZNF385A ZW10 ZWILCH ZWINT REACTOME_CELL_CYCLE_CHECKPOINTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CELL_CYCLE_CHECKPOINTS ABRAXAS1 AHCTF1 ANAPC1 ANAPC10 ANAPC11 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 ATM ATR ATRIP AURKB B9D2 BABAM1 BABAM2 BARD1 BIRC5 BLM BRCA1 BRCC3 BRIP1 BUB1 BUB1B BUB3 CCNA1 CCNA2 CCNB1 CCNB2 CCNE1 CCNE2 CDC16 CDC20 CDC23 CDC25A CDC25C CDC26 CDC27 CDC45 CDC6 CDC7 CDCA8 CDK1 CDK2 CDKN1A CDKN1B CDKN2A CENPA CENPC CENPE CENPF CENPH CENPI CENPK CENPL CENPM CENPN CENPO CENPP CENPQ CENPS CENPT CENPU CHEK1 CHEK2 CKAP5 CLASP1 CLASP2 CLIP1 CLSPN COP1 DBF4 DNA2 DSN1 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 ERCC6L EXO1 GTSE1 H2AX H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-4 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HERC2 HUS1 INCENP ITGB3BP KAT5 KIF18A KIF2A KIF2B KIF2C KNL1 KNTC1 MAD1L1 MAD2L1 MAPRE1 MCM10 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 MDC1 MDM2 MDM4 MIS12 MRE11 NBN NDC80 NDE1 NDEL1 NSD2 NSL1 NUDC NUF2 NUP107 NUP133 NUP160 NUP37 NUP43 NUP85 NUP98 ORC1 ORC2 ORC3 ORC4 ORC5 ORC6 PAFAH1B1 PCBP4 PHF20 PIAS4 PKMYT1 PLK1 PMF1 PPP1CC PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RAD1 RAD17 RAD50 RAD9A RAD9B RANBP2 RANGAP1 RBBP8 RCC2 RFC2 RFC3 RFC4 RFC5 RHNO1 RMI1 RMI2 RNF168 RNF8 RPA1 RPA2 RPA3 RPS27 RPS27A SEC13 SEH1L SEM1 SFN SGO1 SGO2 SKA1 SKA2 SPC24 SPC25 SPDL1 TAOK1 TOP3A TOPBP1 TP53 TP53BP1 UBA52 UBB UBC UBE2C UBE2D1 UBE2E1 UBE2N UBE2S UBE2V2 UIMC1 WEE1 WRN XPO1 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ ZNF385A ZW10 ZWILCH ZWINT REACTOME_CELL_CYCLE_MITOTIC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CELL_CYCLE_MITOTIC AAAS ABL1 ACTR1A AHCTF1 AJUBA AKAP9 AKT1 AKT2 AKT3 ALMS1 ANAPC1 ANAPC10 ANAPC11 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 ANKLE2 ARPP19 AURKA AURKB B9D2 BANF1 BIRC5 BLZF1 BORA BTRC BUB1 BUB1B BUB3 CABLES1 CC2D1B CCNA1 CCNA2 CCNB1 CCNB2 CCND1 CCND2 CCND3 CCNE1 CCNE2 CCNH CCP110 CDC14A CDC16 CDC20 CDC23 CDC25A CDC25B CDC25C CDC26 CDC27 CDC45 CDC6 CDC7 CDCA5 CDCA8 CDK1 CDK11A CDK11B CDK2 CDK4 CDK5RAP2 CDK6 CDK7 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CDKN2D CDT1 CENPA CENPC CENPE CENPF CENPH CENPI CENPJ CENPK CENPL CENPM CENPN CENPO CENPP CENPQ CENPS CENPT CENPU CEP131 CEP135 CEP152 CEP164 CEP192 CEP250 CEP290 CEP41 CEP43 CEP57 CEP63 CEP70 CEP72 CEP76 CEP78 CETN2 CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP6 CHMP7 CKAP5 CKS1B CLASP1 CLASP2 CLIP1 CNEP1R1 CNTRL CSNK1D CSNK1E CSNK2A1 CSNK2A2 CSNK2B CTDNEP1 CUL1 DBF4 DCTN1 DCTN2 DCTN3 DHFR DNA2 DSN1 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 DYRK1A E2F1 E2F2 E2F3 E2F4 E2F5 E2F6 EMD EML4 ENSA EP300 ERCC6L ESCO1 ESCO2 ESPL1 FBXL18 FBXL7 FBXO5 FBXW11 FEN1 FKBPL FOXM1 FZR1 GINS1 GINS2 GINS3 GINS4 GMNN GOLGA2 GORASP1 GORASP2 GSK3B GTSE1 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3-4 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HDAC1 HDAC8 HMMR HSP90AA1 HSP90AB1 INCENP IST1 ITGB3BP JAK2 KIF18A KIF20A KIF23 KIF2A KIF2B KIF2C KMT5A KNL1 KNTC1 KPNB1 LBR LCMT1 LEMD2 LEMD3 LIG1 LIN37 LIN52 LIN54 LIN9 LMNA LMNB1 LPIN1 LPIN2 LPIN3 LYN MAD1L1 MAD2L1 MAPK1 MAPK3 MAPRE1 MASTL MAU2 MAX MCM10 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 MCPH1 MIS12 MNAT1 MYBL2 MYC MZT1 MZT2A MZT2B NCAPD2 NCAPD3 NCAPG NCAPG2 NCAPH NCAPH2 NDC1 NDC80 NDE1 NDEL1 NEDD1 NEK2 NEK6 NEK7 NEK9 NINL NIPBL NME7 NSL1 NUDC NUF2 NUMA1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 ODF2 OFD1 OPTN ORC1 ORC2 ORC3 ORC4 ORC5 ORC6 PAFAH1B1 PCM1 PCNA PCNT PDS5A PDS5B PHF8 PHLDA1 PKMYT1 PLK1 PLK4 PMF1 POLA1 POLA2 POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POM121 POM121C PPME1 PPP1CB PPP1CC PPP1R12A PPP1R12B PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R2A PPP2R2D PPP2R3B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PRIM1 PRIM2 PRKACA PRKAR2B PRKCA PRKCB PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTK6 PTTG1 RAB1A RAB1B RAB2A RAB8A RAD21 RAE1 RAN RANBP2 RANGAP1 RB1 RBBP4 RBL1 RBL2 RBX1 RCC1 RCC2 RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 RPA4 RPS27 RPS27A RRM2 SDCCAG8 SEC13 SEH1L SEM1 SET SFI1 SGO1 SGO2 SIRT2 SKA1 SKA2 SKP1 SKP2 SMC1A SMC2 SMC3 SMC4 SPAST SPC24 SPC25 SPDL1 SRC SSNA1 STAG1 STAG2 SUMO1 TAOK1 TFDP1 TFDP2 TK1 TMPO TNPO1 TOP2A TP53 TPR TPX2 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B TUBG1 TUBG2 TUBGCP2 TUBGCP3 TUBGCP4 TUBGCP5 TUBGCP6 TYMS UBA52 UBB UBC UBE2C UBE2D1 UBE2E1 UBE2I UBE2S USO1 VPS4A VRK1 VRK2 WAPL WEE1 XPO1 YWHAE YWHAG ZW10 ZWILCH ZWINT REACTOME_CELL_DEATH_SIGNALLING_VIA_NRAGE_NRIF_AND_NADE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CELL_DEATH_SIGNALLING_VIA_NRAGE_NRIF_AND_NADE AATF ABR AKAP13 APH1A APH1B ARHGEF1 ARHGEF10 ARHGEF10L ARHGEF11 ARHGEF12 ARHGEF15 ARHGEF16 ARHGEF17 ARHGEF18 ARHGEF19 ARHGEF2 ARHGEF26 ARHGEF3 ARHGEF33 ARHGEF35 ARHGEF37 ARHGEF38 ARHGEF39 ARHGEF4 ARHGEF40 ARHGEF5 ARHGEF6 ARHGEF7 ARHGEF9 BAD BCL2L11 BEX3 CASP2 CASP3 ECT2 FGD1 FGD2 FGD3 FGD4 GNA13 ITGB3BP ITSN1 KALRN MAGED1 MAPK8 MCF2 MCF2L NCSTN NET1 NGEF NGF NGFR OBSCN PLEKHG2 PLEKHG5 PREX1 PSEN1 PSEN2 PSENEN RAC1 RASGRF2 RPS27A SOS1 SOS2 SQSTM1 TIAM1 TIAM2 TRAF6 TRIO UBA52 UBB UBC VAV1 VAV2 VAV3 YWHAE REACTOME_CELL_EXTRACELLULAR_MATRIX_INTERACTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CELL_EXTRACELLULAR_MATRIX_INTERACTIONS ACTB ACTG1 ACTN1 ARHGEF6 FBLIM1 FERMT2 FLNA FLNC ILK ITGB1 LIMS1 LIMS2 PARVA PARVB PXN RSU1 TESK1 VASP REACTOME_CELL_JUNCTION_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CELL_JUNCTION_ORGANIZATION ACTB ACTG1 ACTN1 ADAM19 ADAM33 AFDN AGO1 AGO2 AGO3 AGO4 AMOT ANG ANGPTL4 ARHGEF6 BHLHE22 CADM1 CADM2 CADM3 CD151 CDH1 CDH10 CDH11 CDH12 CDH13 CDH15 CDH17 CDH18 CDH19 CDH2 CDH24 CDH3 CDH4 CDH5 CDH6 CDH7 CDH8 CDH9 CLDN1 CLDN10 CLDN11 CLDN12 CLDN14 CLDN15 CLDN16 CLDN17 CLDN18 CLDN19 CLDN2 CLDN20 CLDN22 CLDN23 CLDN3 CLDN4 CLDN5 CLDN6 CLDN7 CLDN8 CLDN9 COL17A1 CRB3 CTNNA1 CTNNB1 CTNND1 DST F11R FBLIM1 FERMT2 FLNA FLNC FOXF1 HEYL HOXC8 ILF3 ILK ITGA6 ITGB1 ITGB4 JUP KRT14 KRT5 LAMA3 LAMB3 LAMC2 LIMS1 LIMS2 MIR200C MOV10 NECTIN1 NECTIN2 NECTIN3 NECTIN4 PALS1 PARD3 PARD6A PARD6B PARD6G PARVA PARVB PATJ PLEC PRDM8 PRKCI PVR PXN RSU1 SDK1 SDK2 SNAI1 SOX10 SP1 TESK1 TNRC6A TNRC6B TNRC6C VASP ZC3H12A ZEB2 REACTOME_CELL_SURFACE_INTERACTIONS_AT_THE_VASCULAR_WALL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CELL_SURFACE_INTERACTIONS_AT_THE_VASCULAR_WALL ANGPT1 ANGPT2 ANGPT4 APOB ATP1B1 ATP1B2 ATP1B3 BSG CAV1 CD177 CD2 CD244 CD44 CD47 CD48 CD58 CD74 CD84 CD99 CD99L2 CEACAM1 CEACAM3 CEACAM5 CEACAM6 CEACAM8 COL1A1 COL1A2 CXADR DOK2 EPCAM ESAM F11R F2 FCAMR FCER1G FN1 FYN GAS6 GLG1 GP6 GPC1 GRB14 GRB2 GRB7 GYPA GYPB GYPC HRAS IGHA1 IGHA2 IGHM IGHV1-2 IGHV1-46 IGHV1-69 IGHV2-5 IGHV2-70 IGHV3-11 IGHV3-13 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-48 IGHV3-53 IGHV3-7 IGHV4-34 IGHV4-39 IGHV4-59 IGKV1-12 IGKV1-16 IGKV1-17 IGKV1-33 IGKV1-39 IGKV1-5 IGKV1D-12 IGKV1D-16 IGKV1D-33 IGKV1D-39 IGKV2-28 IGKV2-30 IGKV2D-28 IGKV2D-30 IGKV2D-40 IGKV3-11 IGKV3-15 IGKV3-20 IGKV3D-20 IGKV4-1 IGKV5-2 IGLC2 IGLC3 IGLL1 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-51 IGLV2-11 IGLV2-14 IGLV2-23 IGLV2-8 IGLV3-1 IGLV3-19 IGLV3-21 IGLV3-25 IGLV3-27 IGLV6-57 IGLV7-43 INPP5D ITGA3 ITGA4 ITGA5 ITGA6 ITGAL ITGAM ITGAV ITGAX ITGB1 ITGB2 ITGB3 JAM2 JAM3 JAML JCHAIN KRAS L1CAM LCK LYN MAG MERTK MIF MMP1 NRAS OLR1 PECAM1 PF4 PF4V1 PICK1 PIK3CA PIK3CB PIK3R1 PIK3R2 PLCG1 PPIA PPIL2 PROC PROCR PROS1 PSG1 PSG11 PSG2 PSG3 PSG4 PSG5 PSG6 PSG7 PSG8 PSG9 PTPN11 PTPN6 SDC1 SDC2 SDC3 SDC4 SELE SELL SELP SELPLG SHC1 SIRPA SIRPG SLC16A1 SLC16A3 SLC16A8 SLC3A2 SLC7A10 SLC7A11 SLC7A5 SLC7A6 SLC7A7 SLC7A8 SLC7A9 SOS1 SPN SRC TEK TGFB1 THBD TNFRSF10A TNFRSF10B TNFRSF10D TREM1 TSPAN7 VPREB1 VPREB3 YES1 REACTOME_CGMP_EFFECTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CGMP_EFFECTS IRAG1 ITPR1 KCNMA1 KCNMB1 KCNMB2 KCNMB3 KCNMB4 PDE10A PDE11A PDE1A PDE1B PDE2A PDE5A PDE9A PRKG1 PRKG2 REACTOME_CHAPERONE_MEDIATED_AUTOPHAGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CHAPERONE_MEDIATED_AUTOPHAGY ARL13B CETN1 CFTR EEF1A1 GFAP HBB HDAC6 HSP90AA1 HSP90AB1 HSPA8 IFT88 LAMP2 PARK7 PCNT PLIN2 PLIN3 RNASE1 RPS27A UBA52 UBB UBC VIM REACTOME_CHEMOKINE_RECEPTORS_BIND_CHEMOKINES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CHEMOKINE_RECEPTORS_BIND_CHEMOKINES ACKR2 ACKR3 ACKR4 CCL1 CCL11 CCL13 CCL16 CCL17 CCL19 CCL2 CCL20 CCL21 CCL22 CCL25 CCL27 CCL28 CCL3 CCL3L1 CCL3L3 CCL4 CCL5 CCL7 CCR1 CCR10 CCR2 CCR3 CCR4 CCR5 CCR6 CCR7 CCR8 CCR9 CCRL2 CX3CL1 CX3CR1 CXCL1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL16 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 CXCR1 CXCR2 CXCR3 CXCR4 CXCR5 CXCR6 PF4 PPBP XCL1 XCL2 XCR1 REACTOME_CHK1_CHK2_CDS1_MEDIATED_INACTIVATION_OF_CYCLIN_B_CDK1_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CHK1_CHK2_CDS1_MEDIATED_INACTIVATION_OF_CYCLIN_B_CDK1_COMPLEX CCNB1 CDC25C CDK1 CHEK1 CHEK2 SFN WEE1 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ REACTOME_CHL1_INTERACTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CHL1_INTERACTIONS ANK1 CHL1 CNTN6 HSPA8 ITGA1 ITGA10 ITGA2 ITGB1 NRP1 REACTOME_CHOLESTEROL_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CHOLESTEROL_BIOSYNTHESIS ACAT2 ARV1 CYP51A1 DHCR24 DHCR7 EBP FDFT1 FDPS GGPS1 HMGCR HMGCS1 HSD17B7 IDI1 IDI2 LBR LSS MSMO1 MVD MVK NSDHL PLPP6 PMVK SC5D SQLE SREBF1 SREBF2 TM7SF2 REACTOME_CHOLINE_CATABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CHOLINE_CATABOLISM ALDH7A1 BHMT CHDH DMGDH SARDH SLC44A1 REACTOME_CHONDROITIN_SULFATE_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CHONDROITIN_SULFATE_BIOSYNTHESIS BCAN BGN CHPF CHPF2 CHST11 CHST12 CHST13 CHST15 CHST3 CHST7 CHST9 CHSY1 CHSY3 CSGALNACT1 CSGALNACT2 CSPG4 CSPG5 DCN NCAN VCAN REACTOME_CHONDROITIN_SULFATE_DERMATAN_SULFATE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CHONDROITIN_SULFATE_DERMATAN_SULFATE_METABOLISM AGRN ARSB B3GALT6 B3GAT1 B3GAT2 B3GAT3 B4GALT7 BCAN BGN CHPF CHPF2 CHST11 CHST12 CHST13 CHST14 CHST15 CHST3 CHST7 CHST9 CHSY1 CHSY3 CSGALNACT1 CSGALNACT2 CSPG4 CSPG5 DCN DSE DSEL GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 HEXA HEXB HSPG2 HYAL1 HYAL3 IDS IDUA NCAN SDC1 SDC2 SDC3 SDC4 UST VCAN XYLT1 XYLT2 REACTOME_CHREBP_ACTIVATES_METABOLIC_GENE_EXPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CHREBP_ACTIVATES_METABOLIC_GENE_EXPRESSION ACACA ACACB ACLY AGPAT1 FASN MLX MLXIPL PKLR REACTOME_CHROMATIN_MODIFICATIONS_DURING_THE_MATERNAL_TO_ZYGOTIC_TRANSITION_MZT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CHROMATIN_MODIFICATIONS_DURING_THE_MATERNAL_TO_ZYGOTIC_TRANSITION_MZT AICDA DPPA3 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 KDM5A KDM5B KDM6A KDM6B METTL23 STPG4 TET3 UHRF1 UNG REACTOME_CHROMATIN_MODIFYING_ENZYMES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CHROMATIN_MODIFYING_ENZYMES ACTB ACTL6A ACTL6B AEBP2 ARID1A ARID1B ARID2 ARID4A ARID4B ARID5B ASH1L ASH2L ATF2 ATF7IP ATXN7 ATXN7L3 BRD1 BRD8 BRMS1 BRPF1 BRPF3 BRWD1 CARM1 CCND1 CDK4 CHD3 CHD4 CLOCK COPRS CREBBP DMAP1 DNMT3A DOT1L DPY30 DR1 EED EHMT1 EHMT2 ELP1 ELP2 ELP3 ELP4 ELP5 ELP6 ENY2 EP300 EP400 EPC1 EZH2 GATAD2A GATAD2B GPS2 H2AB1 H2AC1 H2AC11 H2AC12 H2AC13 H2AC14 H2AC15 H2AC16 H2AC17 H2AC18 H2AC19 H2AC20 H2AC21 H2AC25 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC13 H2BC14 H2BC15 H2BC17 H2BC18 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HAT1 HCFC1 HDAC1 HDAC10 HDAC2 HDAC3 HDAC8 HMG20B ING3 ING4 ING5 JADE1 JADE2 JADE3 JAK2 JMJD6 KANSL1 KANSL2 KANSL3 KAT14 KAT2A KAT2B KAT5 KAT6A KAT6B KAT7 KAT8 KDM1A KDM1B KDM2A KDM2B KDM3A KDM3B KDM4A KDM4B KDM4C KDM4D KDM5A KDM5B KDM5C KDM5D KDM6A KDM6B KDM7A KMT2A KMT2B KMT2C KMT2D KMT5A KMT5B KMT5C MBD3 MBIP MCRS1 MEAF6 MECOM MORF4L1 MORF4L2 MRGBP MSL1 MSL2 MSL3 MTA1 MTA2 MTA3 NCOA1 NCOA2 NCOR1 NCOR2 NFKB1 NFKB2 NSD1 NSD2 NSD3 OGT PADI1 PADI2 PADI3 PADI4 PADI6 PAX3 PBRM1 PHF2 PHF20 PHF21A PHF8 PRDM16 PRDM9 PRMT1 PRMT3 PRMT5 PRMT6 PRMT7 RBBP4 RBBP5 RBBP7 RCOR1 RELA REST RIOX2 RPS2 RUVBL1 RUVBL2 SAP130 SAP18 SAP30 SAP30L SETD1A SETD1B SETD2 SETD3 SETD6 SETD7 SETDB1 SETDB2 SGF29 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMYD2 SMYD3 SUDS3 SUPT20H SUPT3H SUPT7L SUV39H1 SUV39H2 SUZ12 TADA1 TADA2A TADA2B TADA3 TAF10 TAF12 TAF5L TAF6L TAF9 TBL1X TBL1XR1 TRRAP USP22 UTY VPS72 WDR5 WDR77 YEATS2 YEATS4 ZZZ3 REACTOME_CHROMOSOME_MAINTENANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CHROMOSOME_MAINTENANCE ACD ANKRD28 ATRX BLM CCNA1 CCNA2 CDK2 CENPA CENPC CENPH CENPI CENPK CENPL CENPM CENPN CENPO CENPP CENPQ CENPS CENPT CENPU CENPW CENPX CHTF18 CHTF8 CTC1 DAXX DKC1 DNA2 DSCC1 FEN1 GAR1 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3-4 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HJURP ITGB3BP KNL1 LIG1 MIS18A MIS18BP1 NHP2 NOP10 NPM1 OIP5 PCNA PIF1 POLA1 POLA2 POLD1 POLD2 POLD3 POLD4 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L POT1 PPP6C PPP6R3 PRIM1 PRIM2 RBBP4 RBBP7 RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 RSF1 RTEL1 RUVBL1 RUVBL2 SHQ1 SMARCA5 STN1 TEN1 TERF1 TERF2 TERF2IP TERT TINF2 WRAP53 WRN REACTOME_CHYLOMICRON_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CHYLOMICRON_ASSEMBLY APOA1 APOA2 APOA4 APOB APOC2 APOC3 APOE MTTP P4HB SAR1B REACTOME_CHYLOMICRON_CLEARANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CHYLOMICRON_CLEARANCE APOB APOE LDLR LDLRAP1 LIPC REACTOME_CHYLOMICRON_REMODELING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CHYLOMICRON_REMODELING APOA1 APOA2 APOA4 APOA5 APOB APOC2 APOC3 APOE GPIHBP1 LPL REACTOME_CILIUM_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CILIUM_ASSEMBLY ACTR1A AHI1 AKAP9 ALMS1 ARF4 ARL13B ARL3 ARL6 ASAP1 ATAT1 B9D1 B9D2 BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 C2CD3 CC2D2A CCP110 CCT2 CCT3 CCT4 CCT5 CCT8 CDK1 CDK5RAP2 CENPJ CEP131 CEP135 CEP152 CEP162 CEP164 CEP192 CEP250 CEP290 CEP41 CEP43 CEP57 CEP63 CEP70 CEP72 CEP76 CEP78 CEP83 CEP89 CEP97 CETN2 CKAP5 CLASP1 CLUAP1 CNGA2 CNGA4 CNGB1 CNTRL CSNK1D CSNK1E CYS1 DCTN1 DCTN2 DCTN3 DYNC1H1 DYNC1I2 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLL1 DYNLL2 DYNLRB1 DYNLRB2 DYNLT2 DYNLT2B DYNLT5 EXOC1 EXOC2 EXOC3 EXOC4 EXOC5 EXOC6 EXOC7 EXOC8 FBF1 GBF1 HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HDAC6 HSP90AA1 IFT122 IFT140 IFT172 IFT20 IFT22 IFT25 IFT27 IFT43 IFT46 IFT52 IFT57 IFT74 IFT80 IFT81 IFT88 INPP5E IQCB1 KIF17 KIF24 KIF3A KIF3B KIF3C KIFAP3 LZTFL1 MAPRE1 MARK4 MCHR1 MKKS MKS1 NDE1 NEDD1 NEK2 NINL NPHP1 NPHP3 NPHP4 ODF2 OFD1 PAFAH1B1 PCM1 PCNT PDE6D PKD1 PKD2 PLK1 PLK4 PPP2R1A PRKACA PRKAR2B RAB11A RAB11FIP3 RAB3IP RAB8A RHO RP2 RPGRIP1L SCLT1 SDCCAG8 SEPTIN2 SFI1 SMO SSNA1 SSTR3 TCP1 TCTN1 TCTN2 TCTN3 TMEM216 TMEM67 TNPO1 TRAF3IP1 TRIP11 TTBK2 TTC21B TTC26 TTC30A TTC30B TTC8 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA8 TUBAL3 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B TUBG1 UNC119B WDR19 WDR35 YWHAE YWHAG REACTOME_CIPROFLOXACIN_ADME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CIPROFLOXACIN_ADME ABCG2 ALB SLC22A1 SLC22A8 SLCO1A2 REACTOME_CIRCADIAN_CLOCK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CIRCADIAN_CLOCK ATF2 AVP BHLHE40 BHLHE41 BMAL1 BMAL2 BTRC CARM1 CHD9 CLOCK CPT1A CREB1 CREBBP CREM CRTC1 CRTC2 CRTC3 CRY1 CRY2 CSNK1D CSNK1E CUL1 DBP ELOVL3 EP300 F7 FBXL3 HDAC3 HELZ2 HIF1A KLF15 MED1 MEF2C MEF2D NAMPT NCOA1 NCOA2 NCOA6 NCOR1 NFIL3 NOCT NPAS2 NR1D1 NR3C1 NRIP1 PER1 PER2 PPARA PPARGC1A PPP1CA PPP1CB PPP1CC RAI1 RBM4 RORA RPS27A RXRA SERPINE1 SIK1 SIRT1 SKP1 SMARCD3 SREBF1 TBL1X TBL1XR1 TGS1 UBA52 UBB UBC USP46 REACTOME_CITRIC_ACID_CYCLE_TCA_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CITRIC_ACID_CYCLE_TCA_CYCLE ACO2 CS DLD DLST FAHD1 FH IDH2 IDH3A IDH3B IDH3G MDH2 ME2 ME3 NNT OGDH SDHA SDHB SDHC SDHD SUCLA2 SUCLG1 SUCLG2 REACTOME_CLASS_A_1_RHODOPSIN_LIKE_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CLASS_A_1_RHODOPSIN_LIKE_RECEPTORS ACKR1 ACKR2 ACKR3 ACKR4 ADORA1 ADORA2A ADORA2B ADORA3 ADRA1A ADRA1B ADRA1D ADRA2A ADRA2B ADRA2C ADRB1 ADRB2 ADRB3 AGT AGTR1 AGTR2 ANXA1 APLN APLNR APP AVP AVPR1A AVPR1B AVPR2 BDKRB1 BDKRB2 BRS3 C3 C3AR1 C5 C5AR1 C5AR2 CCK CCKAR CCKBR CCL1 CCL11 CCL13 CCL16 CCL17 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL25 CCL27 CCL28 CCL3 CCL3L1 CCL3L3 CCL4 CCL5 CCL7 CCR1 CCR10 CCR2 CCR3 CCR4 CCR5 CCR6 CCR7 CCR8 CCR9 CCRL2 CGA CHRM1 CHRM2 CHRM3 CHRM4 CHRM5 CMKLR1 CNR1 CNR2 CORT CX3CL1 CX3CR1 CXCL1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL16 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 CXCR1 CXCR2 CXCR3 CXCR4 CXCR5 CXCR6 CYSLTR1 CYSLTR2 DRD1 DRD2 DRD3 DRD4 DRD5 ECE1 ECE2 EDN1 EDN2 EDN3 EDNRA EDNRB F2 F2R F2RL1 F2RL2 F2RL3 FFAR1 FFAR2 FFAR3 FFAR4 FPR1 FPR2 FPR3 FSHB FSHR GAL GALR1 GALR2 GALR3 GHRL GHSR GNRH1 GNRH2 GNRHR GPBAR1 GPER1 GPHA2 GPHB5 GPR132 GPR143 GPR17 GPR18 GPR183 GPR31 GPR35 GPR37 GPR37L1 GPR39 GPR4 GPR55 GPR65 GPR68 GRP GRPR HCAR1 HCAR2 HCAR3 HCRT HCRTR1 HCRTR2 HEBP1 HRH1 HRH2 HRH3 HRH4 HTR1A HTR1B HTR1D HTR1E HTR1F HTR2A HTR2B HTR2C HTR4 HTR5A HTR6 HTR7 INSL3 INSL5 KEL KISS1 KISS1R KNG1 LHB LHCGR LPAR1 LPAR2 LPAR3 LPAR4 LPAR5 LPAR6 LTB4R LTB4R2 MC1R MC2R MC3R MC4R MC5R MCHR1 MCHR2 MLN MLNR MTNR1A MTNR1B NLN NMB NMBR NMS NMU NMUR1 NMUR2 NPB NPBWR1 NPBWR2 NPFF NPFFR1 NPFFR2 NPS NPSR1 NPW NPY NPY1R NPY2R NPY4R NPY5R NTS NTSR1 NTSR2 OPN1LW OPN1MW OPN1SW OPN3 OPN4 OPN5 OPRD1 OPRK1 OPRL1 OPRM1 OXER1 OXGR1 OXT OXTR P2RY1 P2RY10 P2RY11 P2RY12 P2RY13 P2RY14 P2RY2 P2RY4 P2RY6 PDYN PENK PF4 PLPPR1 PLPPR2 PLPPR3 PLPPR4 PLPPR5 PMCH PNOC POMC PPBP PPY PRLH PRLHR PROK1 PROK2 PROKR1 PROKR2 PSAP PTAFR PTGDR PTGDR2 PTGER1 PTGER2 PTGER3 PTGER4 PTGFR PTGIR PYY QRFP QRFPR RGR RHO RLN2 RLN3 RRH RXFP1 RXFP2 RXFP3 RXFP4 S1PR1 S1PR2 S1PR3 S1PR4 S1PR5 SAA1 SST SSTR1 SSTR2 SSTR3 SSTR4 SSTR5 SUCNR1 TAAR1 TAAR2 TAAR5 TAAR6 TAAR8 TAAR9 TAC1 TAC3 TACR1 TACR2 TACR3 TBXA2R TRH TRHR TSHB TSHR UTS2 UTS2B UTS2R XCL1 XCL2 XCR1 XK REACTOME_CLASS_B_2_SECRETIN_FAMILY_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CLASS_B_2_SECRETIN_FAMILY_RECEPTORS ADCYAP1 ADCYAP1R1 ADGRE1 ADGRE2 ADGRE3 ADGRE5 ADM ADM2 CALCA CALCB CALCR CALCRL CD55 CRH CRHBP CRHR1 CRHR2 DHH FZD1 FZD10 FZD2 FZD3 FZD4 FZD5 FZD6 FZD7 FZD8 FZD9 GCG GCGR GHRH GHRHR GIP GIPR GLP1R GLP2R GNAS GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 IAPP IHH PTCH1 PTCH2 PTH PTH1R PTH2 PTH2R PTHLH RAMP1 RAMP2 RAMP3 SCT SCTR SHH SMO UCN UCN2 UCN3 VIP VIPR1 VIPR2 WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT6 WNT7A WNT7B WNT8A WNT8B WNT9A WNT9B REACTOME_CLASS_C_3_METABOTROPIC_GLUTAMATE_PHEROMONE_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CLASS_C_3_METABOTROPIC_GLUTAMATE_PHEROMONE_RECEPTORS CASR GABBR1 GABBR2 GPRC6A GRM1 GRM2 GRM3 GRM4 GRM5 GRM6 GRM7 GRM8 TAS1R1 TAS1R2 TAS1R3 TAS2R1 TAS2R10 TAS2R13 TAS2R14 TAS2R16 TAS2R19 TAS2R20 TAS2R3 TAS2R30 TAS2R31 TAS2R38 TAS2R39 TAS2R4 TAS2R40 TAS2R41 TAS2R42 TAS2R43 TAS2R46 TAS2R5 TAS2R50 TAS2R60 TAS2R7 TAS2R8 TAS2R9 REACTOME_CLASS_I_MHC_MEDIATED_ANTIGEN_PROCESSING_PRESENTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CLASS_I_MHC_MEDIATED_ANTIGEN_PROCESSING_PRESENTATION ANAPC1 ANAPC10 ANAPC11 ANAPC13 ANAPC2 ANAPC4 ANAPC5 ANAPC7 AREL1 ARIH2 ASB1 ASB10 ASB11 ASB12 ASB13 ASB14 ASB15 ASB16 ASB17 ASB18 ASB2 ASB3 ASB4 ASB5 ASB6 ASB7 ASB8 ASB9 ATG14 ATG7 B2M BCAP31 BECN1 BLMH BTBD1 BTBD6 BTK BTRC CALR CANX CBLB CBLL2 CCNF CD14 CD207 CD36 CDC16 CDC20 CDC23 CDC26 CDC27 CDC34 CHUK CTSL CTSS CTSV CUL1 CUL2 CUL3 CUL5 CUL7 CYBA CYBB DCAF1 DET1 DTX3L DZIP3 ELOB ELOC ERAP1 ERAP2 FBXL12 FBXL13 FBXL14 FBXL15 FBXL16 FBXL18 FBXL19 FBXL20 FBXL22 FBXL3 FBXL4 FBXL5 FBXL7 FBXL8 FBXO10 FBXO11 FBXO15 FBXO17 FBXO2 FBXO21 FBXO22 FBXO27 FBXO30 FBXO31 FBXO32 FBXO4 FBXO40 FBXO41 FBXO44 FBXO6 FBXO7 FBXO9 FBXW10 FBXW11 FBXW12 FBXW2 FBXW4 FBXW5 FBXW7 FBXW8 FBXW9 FCGR1A FCGR1BP FGA FGB FGG FZR1 GAN GLMN HACE1 HECTD1 HECTD2 HECTD3 HECW2 HERC1 HERC2 HERC3 HERC4 HERC5 HERC6 HLA-A HLA-B HLA-C HLA-E HLA-F HLA-G HMGB1 HSPA5 HUWE1 IKBKB IKBKG ITCH ITGAV ITGB5 KBTBD13 KBTBD6 KBTBD7 KBTBD8 KCTD6 KCTD7 KEAP1 KLHL11 KLHL13 KLHL2 KLHL20 KLHL21 KLHL22 KLHL25 KLHL3 KLHL41 KLHL42 KLHL5 KLHL9 LMO7 LNPEP LNX1 LONRF1 LRR1 LRRC41 LRSAM1 LTN1 LY96 MEX3C MGRN1 MIB2 MKRN1 MRC1 MRC2 MYD88 MYLIP NCF1 NCF2 NCF4 NEDD4 NEDD4L NPEPPS PDIA3 PIK3C3 PIK3R4 PJA1 PJA2 PRKN PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RBBP6 RBCK1 RBX1 RCHY1 RLIM RNF111 RNF114 RNF115 RNF123 RNF126 RNF130 RNF138 RNF14 RNF144B RNF182 RNF19A RNF19B RNF213 RNF217 RNF220 RNF25 RNF34 RNF4 RNF41 RNF6 RNF7 RPS27A S100A1 S100A8 S100A9 SAR1B SEC13 SEC22B SEC23A SEC24A SEC24B SEC24C SEC24D SEC31A SEC61A1 SEC61A2 SEC61B SEC61G SEM1 SH3RF1 SIAH1 SIAH2 SKP1 SKP2 SMURF1 SMURF2 SNAP23 SOCS1 SOCS3 SPSB1 SPSB2 SPSB4 STUB1 STX4 TAP1 TAP2 TAPBP THOP1 TIRAP TLR1 TLR2 TLR4 TLR6 TPP2 TRAF7 TRAIP TRIM11 TRIM21 TRIM32 TRIM36 TRIM37 TRIM39 TRIM4 TRIM41 TRIM50 TRIM63 TRIM69 TRIM71 TRIM9 TRIP12 UBA1 UBA3 UBA5 UBA52 UBA6 UBA7 UBAC1 UBB UBC UBE2A UBE2B UBE2C UBE2D1 UBE2D2 UBE2D3 UBE2D4 UBE2E1 UBE2E2 UBE2E3 UBE2F UBE2G1 UBE2G2 UBE2H UBE2J1 UBE2J2 UBE2K UBE2L3 UBE2L6 UBE2M UBE2N UBE2O UBE2Q1 UBE2Q2 UBE2R2 UBE2S UBE2U UBE2V1 UBE2V2 UBE2W UBE2Z UBE3A UBE3B UBE3C UBE3D UBE4A UBOX5 UBR1 UBR2 UBR4 UFL1 UNKL VAMP3 VAMP8 VHL WSB1 WWP1 ZBTB16 ZNRF1 ZNRF2 REACTOME_CLASS_I_PEROXISOMAL_MEMBRANE_PROTEIN_IMPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CLASS_I_PEROXISOMAL_MEMBRANE_PROTEIN_IMPORT ABCD1 ABCD2 ABCD3 ACBD5 ALDH3A2 ATAD1 FIS1 GDAP1 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PXMP2 PXMP4 SLC25A17 REACTOME_CLATHRIN_MEDIATED_ENDOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CLATHRIN_MEDIATED_ENDOCYTOSIS AAK1 ACTB ACTG1 ACTR2 ACTR3 ADRB2 AGFG1 AGTR1 AMPH AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 APOB AREG ARF6 ARFGAP1 ARPC1A ARPC2 ARPC3 ARPC4 ARPC5 ARRB1 ARRB2 AVP AVPR2 BIN1 BTC CBL CD3D CD3G CD4 CFTR CHRM2 CLTA CLTB CLTC CLTCL1 COPS2 COPS3 COPS4 COPS5 COPS6 COPS7A COPS7B COPS8 CTTN DAB2 DNAJC6 DNM1 DNM2 DNM3 DVL2 EGF EGFR EPGN EPN1 EPN2 EPS15 EPS15L1 EREG FCHO1 FCHO2 FNBP1 FNBP1L FZD4 GAK GAPVD1 GPS1 GRB2 GRK2 GRK3 HBEGF HGS HIP1 HIP1R HSPA8 IGF2R IL7R ITSN1 ITSN2 KIAA0319 LDLR LDLRAP1 LRP2 M6PR NECAP1 NECAP2 NEDD8 OCRL PACSIN1 PACSIN2 PACSIN3 PICALM PIK3C2A PIP5K1C RAB5A RAB5B RAB5C REPS1 REPS2 RPS27A SCARB2 SGIP1 SH3GL1 SH3GL2 SH3GL3 SH3KBP1 SLC18A3 SLC2A8 SNAP91 SNX18 SNX9 STAM STAM2 STON1 STON2 SYNJ1 SYNJ2 SYT1 SYT11 SYT2 SYT8 SYT9 TACR1 TF TFRC TGFA TGOLN2 TOR1A TOR1B TRIP10 UBA52 UBB UBC UBQLN1 UBQLN2 VAMP2 VAMP3 VAMP4 VAMP7 VAMP8 WASL WNT5A REACTOME_CLEC7A_DECTIN_1_INDUCES_NFAT_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CLEC7A_DECTIN_1_INDUCES_NFAT_ACTIVATION AHCYL1 CALM1 ITPR1 ITPR2 ITPR3 NFATC1 NFATC2 NFATC3 PPP3CA PPP3CB PPP3R1 REACTOME_CLEC7A_DECTIN_1_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CLEC7A_DECTIN_1_SIGNALING AHCYL1 BCL10 BTRC CALM1 CARD11 CARD9 CASP8 CCL17 CCL22 CDC34 CHUK CLEC7A CUL1 FBXW11 IKBKB IKBKG IL1B ITPR1 ITPR2 ITPR3 MALT1 MAP3K14 MAP3K7 NFATC1 NFATC2 NFATC3 NFKB1 NFKB2 NFKBIA PDPK1 PLCG2 PPP3CA PPP3CB PPP3R1 PRKCD PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PYCARD RELA RELB RPS27A SEM1 SKP1 SRC SYK TAB1 TAB2 TAB3 TRAF6 UBA3 UBA52 UBB UBC UBE2D1 UBE2D2 UBE2M UBE2N UBE2V1 REACTOME_CLEC7A_INFLAMMASOME_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CLEC7A_INFLAMMASOME_PATHWAY CASP8 IL1B MALT1 NFKB1 PYCARD RELA REACTOME_COBALAMIN_CBL_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_COBALAMIN_CBL_METABOLISM MMAA MMAB MMACHC MMADHC MMUT MTR MTRR REACTOME_COBALAMIN_CBL_VITAMIN_B12_TRANSPORT_AND_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_COBALAMIN_CBL_VITAMIN_B12_TRANSPORT_AND_METABOLISM ABCC1 ABCD4 AMN CBLIF CD320 CTRB1 CTRB2 CUBN LDLRAP1 LMBRD1 LRP2 MMAA MMAB MMACHC MMADHC MMUT MTR MTRR PRSS1 PRSS3 TCN1 TCN2 REACTOME_COENZYME_A_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_COENZYME_A_BIOSYNTHESIS COASY DCAKD PANK1 PANK2 PANK3 PPCDC PPCS REACTOME_COHESIN_LOADING_ONTO_CHROMATIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_COHESIN_LOADING_ONTO_CHROMATIN MAU2 NIPBL PDS5A PDS5B RAD21 SMC1A SMC3 STAG1 STAG2 WAPL REACTOME_COLLAGEN_BIOSYNTHESIS_AND_MODIFYING_ENZYMES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_COLLAGEN_BIOSYNTHESIS_AND_MODIFYING_ENZYMES ADAMTS14 ADAMTS2 ADAMTS3 BMP1 COL10A1 COL11A1 COL11A2 COL12A1 COL13A1 COL14A1 COL15A1 COL16A1 COL17A1 COL18A1 COL19A1 COL1A1 COL1A2 COL20A1 COL21A1 COL22A1 COL23A1 COL24A1 COL25A1 COL26A1 COL27A1 COL28A1 COL2A1 COL3A1 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 COL5A1 COL5A2 COL5A3 COL6A1 COL6A2 COL6A3 COL6A5 COL6A6 COL7A1 COL8A1 COL8A2 COL9A1 COL9A2 COL9A3 COLGALT1 COLGALT2 CRTAP P3H1 P3H2 P3H3 P4HA1 P4HA2 P4HA3 P4HB PCOLCE PCOLCE2 PLOD1 PLOD2 PLOD3 PPIB SERPINH1 TLL1 TLL2 REACTOME_COLLAGEN_CHAIN_TRIMERIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_COLLAGEN_CHAIN_TRIMERIZATION COL10A1 COL11A1 COL11A2 COL12A1 COL13A1 COL14A1 COL15A1 COL16A1 COL17A1 COL18A1 COL19A1 COL1A1 COL1A2 COL20A1 COL21A1 COL22A1 COL23A1 COL24A1 COL25A1 COL26A1 COL27A1 COL28A1 COL2A1 COL3A1 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 COL5A1 COL5A2 COL5A3 COL6A1 COL6A2 COL6A3 COL6A5 COL6A6 COL7A1 COL8A1 COL8A2 COL9A1 COL9A2 COL9A3 REACTOME_COLLAGEN_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_COLLAGEN_DEGRADATION ADAM10 ADAM17 ADAM9 COL10A1 COL11A1 COL11A2 COL12A1 COL13A1 COL14A1 COL15A1 COL16A1 COL17A1 COL18A1 COL19A1 COL1A1 COL1A2 COL23A1 COL25A1 COL26A1 COL2A1 COL3A1 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 COL5A1 COL5A2 COL5A3 COL6A1 COL6A2 COL6A3 COL6A5 COL6A6 COL7A1 COL8A1 COL8A2 COL9A1 COL9A2 COL9A3 CTSB CTSD CTSK CTSL ELANE FURIN MMP1 MMP10 MMP11 MMP12 MMP13 MMP14 MMP15 MMP19 MMP2 MMP20 MMP3 MMP7 MMP8 MMP9 PHYKPL PRSS2 TMPRSS6 REACTOME_COLLAGEN_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_COLLAGEN_FORMATION ADAMTS14 ADAMTS2 ADAMTS3 BMP1 CD151 COL10A1 COL11A1 COL11A2 COL12A1 COL13A1 COL14A1 COL15A1 COL16A1 COL17A1 COL18A1 COL19A1 COL1A1 COL1A2 COL20A1 COL21A1 COL22A1 COL23A1 COL24A1 COL25A1 COL26A1 COL27A1 COL28A1 COL2A1 COL3A1 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 COL5A1 COL5A2 COL5A3 COL6A1 COL6A2 COL6A3 COL6A5 COL6A6 COL7A1 COL8A1 COL8A2 COL9A1 COL9A2 COL9A3 COLGALT1 COLGALT2 CRTAP CTSB CTSL CTSS CTSV DST ITGA6 ITGB4 LAMA3 LAMB3 LAMC2 LOX LOXL1 LOXL2 LOXL3 LOXL4 MMP13 MMP20 MMP3 MMP7 MMP9 P3H1 P3H2 P3H3 P4HA1 P4HA2 P4HA3 P4HB PCOLCE PCOLCE2 PLEC PLOD1 PLOD2 PLOD3 PPIB PXDN SERPINH1 TLL1 TLL2 REACTOME_COMMON_PATHWAY_OF_FIBRIN_CLOT_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_COMMON_PATHWAY_OF_FIBRIN_CLOT_FORMATION CD177 F10 F13A1 F13B F2 F2R F5 F8 FGA FGB FGG PF4 PF4V1 PROC PROCR PROS1 PRTN3 SERPINA5 SERPINC1 SERPIND1 SERPINE2 THBD REACTOME_COMPLEMENT_CASCADE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_COMPLEMENT_CASCADE C1QA C1QB C1QC C1R C1S C2 C3 C3AR1 C4A C4B C4BPA C4BPB C4B_2 C5 C5AR1 C5AR2 C6 C7 C8A C8B C8G C9 CD19 CD46 CD55 CD59 CD81 CFB CFD CFH CFHR1 CFHR2 CFHR3 CFHR4 CFHR5 CFI CFP CLU COLEC10 COLEC11 CPB2 CPN1 CPN2 CR1 CR2 CRP ELANE F2 FCN1 FCN2 FCN3 GZMM IGHG1 IGHG2 IGHG4 IGHV1-2 IGHV1-46 IGHV1-69 IGHV2-5 IGHV2-70 IGHV3-11 IGHV3-13 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-48 IGHV3-53 IGHV3-7 IGHV4-34 IGHV4-39 IGHV4-59 IGKV1-12 IGKV1-16 IGKV1-17 IGKV1-33 IGKV1-39 IGKV1-5 IGKV1D-12 IGKV1D-16 IGKV1D-33 IGKV1D-39 IGKV2-28 IGKV2-30 IGKV2D-28 IGKV2D-30 IGKV2D-40 IGKV3-11 IGKV3-15 IGKV3-20 IGKV3D-20 IGKV4-1 IGKV5-2 IGLC2 IGLC3 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-51 IGLV2-11 IGLV2-14 IGLV2-23 IGLV2-8 IGLV3-1 IGLV3-19 IGLV3-21 IGLV3-25 IGLV3-27 IGLV6-57 IGLV7-43 MASP1 MASP2 MBL2 PROS1 SERPING1 VTN REACTOME_COMPLEX_I_BIOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_COMPLEX_I_BIOGENESIS ACAD9 COA1 ECSIT MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA3 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF6 NDUFAF7 NDUFB1 NDUFB10 NDUFB11 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 NUBPL TIMMDC1 TMEM126B TMEM186 REACTOME_CONDENSATION_OF_PROMETAPHASE_CHROMOSOMES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CONDENSATION_OF_PROMETAPHASE_CHROMOSOMES CCNB1 CCNB2 CDK1 CSNK2A1 CSNK2A2 CSNK2B NCAPD2 NCAPG NCAPH SMC2 SMC4 REACTOME_CONDENSATION_OF_PROPHASE_CHROMOSOMES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CONDENSATION_OF_PROPHASE_CHROMOSOMES CCNB1 CDK1 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3-4 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 KMT5A MCPH1 NCAPD3 NCAPG2 NCAPH2 PHF8 PLK1 RB1 SET SMC2 SMC4 REACTOME_CONJUGATION_OF_BENZOATE_WITH_GLYCINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CONJUGATION_OF_BENZOATE_WITH_GLYCINE ACSM1 ACSM2B GLYAT GLYATL1 GLYATL2 GLYATL3 REACTOME_CONSTITUTIVE_SIGNALING_BY_ABERRANT_PI3K_IN_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CONSTITUTIVE_SIGNALING_BY_ABERRANT_PI3K_IN_CANCER AREG BTC CD19 CD28 CD80 CD86 EGF EGFR EPGN ERBB2 ERBB3 ERBB4 EREG ESR1 ESR2 FGF1 FGF10 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFR4 FLT3 FLT3LG FRS2 FYN GAB1 GAB2 GRB2 HBEGF HGF ICOS IRS1 IRS2 KIT KITLG KL KLB LCK MET NRG1 NRG2 NRG3 NRG4 PDGFA PDGFB PDGFRA PDGFRB PIK3AP1 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PTPN11 RAC1 RAC2 RHOG SRC STRN TGFA TRAT1 VAV1 REACTOME_CONSTITUTIVE_SIGNALING_BY_AKT1_E17K_IN_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CONSTITUTIVE_SIGNALING_BY_AKT1_E17K_IN_CANCER AKT1 AKT1S1 AKT2 AKT3 BAD CASP9 CDKN1A CDKN1B CHUK CREB1 FOXO1 FOXO3 FOXO4 FOXO6 GSK3A GSK3B MAPKAP1 MDM2 MLST8 MTOR NR4A1 PDPK1 PRR5 RICTOR RPS6KB2 TSC2 REACTOME_CONSTITUTIVE_SIGNALING_BY_EGFRVIII https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CONSTITUTIVE_SIGNALING_BY_EGFRVIII CBL CDC37 EGF EGFR GAB1 GRB2 HRAS HSP90AA1 KRAS NRAS PIK3CA PIK3R1 PLCG1 SHC1 SOS1 REACTOME_CONSTITUTIVE_SIGNALING_BY_LIGAND_RESPONSIVE_EGFR_CANCER_VARIANTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CONSTITUTIVE_SIGNALING_BY_LIGAND_RESPONSIVE_EGFR_CANCER_VARIANTS CBL CDC37 EGF EGFR GAB1 GRB2 HRAS HSP90AA1 KRAS NRAS PIK3CA PIK3R1 PLCG1 RPS27A SHC1 SOS1 UBA52 UBB UBC REACTOME_CONSTITUTIVE_SIGNALING_BY_OVEREXPRESSED_ERBB2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CONSTITUTIVE_SIGNALING_BY_OVEREXPRESSED_ERBB2 CDC37 ERBB2 ERBIN GRB2 HRAS HSP90AA1 KRAS NRAS PTPN12 SHC1 SOS1 REACTOME_CONVERSION_FROM_APC_C_CDC20_TO_APC_C_CDH1_IN_LATE_ANAPHASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CONVERSION_FROM_APC_C_CDC20_TO_APC_C_CDH1_IN_LATE_ANAPHASE ANAPC1 ANAPC10 ANAPC11 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 CDC14A CDC16 CDC20 CDC23 CDC26 CDC27 FZR1 UBE2C UBE2D1 UBE2E1 UBE2S REACTOME_COOPERATION_OF_PDCL_PHLP1_AND_TRIC_CCT_IN_G_PROTEIN_BETA_FOLDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_COOPERATION_OF_PDCL_PHLP1_AND_TRIC_CCT_IN_G_PROTEIN_BETA_FOLDING CCT2 CCT3 CCT4 CCT5 CCT6A CCT6B CCT7 CCT8 CSNK2A1 CSNK2A2 CSNK2B GNA11 GNA14 GNA15 GNAQ GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 PDCL RGS11 RGS6 RGS7 RGS9 TCP1 REACTOME_COOPERATION_OF_PREFOLDIN_AND_TRIC_CCT_IN_ACTIN_AND_TUBULIN_FOLDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_COOPERATION_OF_PREFOLDIN_AND_TRIC_CCT_IN_ACTIN_AND_TUBULIN_FOLDING ACTB CCT2 CCT3 CCT4 CCT5 CCT6A CCT6B CCT7 CCT8 PFDN1 PFDN2 PFDN4 PFDN5 PFDN6 TCP1 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 VBP1 REACTOME_COPII_MEDIATED_VESICLE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_COPII_MEDIATED_VESICLE_TRANSPORT ANKRD28 AREG BET1 CD59 CNIH1 CNIH2 CNIH3 COL7A1 CSNK1D CTSC CTSZ F5 F8 FOLR1 GOLGA2 GORASP1 GOSR2 GRIA1 LMAN1 LMAN1L LMAN2 LMAN2L MCFD2 NAPA NAPB NAPG NSF PPP6C PPP6R1 PPP6R3 PREB RAB1A RAB1B SAR1B SCFD1 SEC13 SEC16A SEC16B SEC22A SEC22B SEC22C SEC23A SEC23IP SEC24A SEC24B SEC24C SEC24D SEC31A SERPINA1 STX17 STX5 TBC1D20 TFG TGFA TMED10 TMED2 TRAPPC1 TRAPPC10 TRAPPC2 TRAPPC2L TRAPPC3 TRAPPC4 TRAPPC5 TRAPPC6A TRAPPC6B TRAPPC9 USO1 YKT6 REACTOME_COPI_DEPENDENT_GOLGI_TO_ER_RETROGRADE_TRAFFIC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_COPI_DEPENDENT_GOLGI_TO_ER_RETROGRADE_TRAFFIC ARCN1 ARF1 ARF3 ARF4 ARF5 ARFGAP1 ARFGAP2 ARFGAP3 BNIP1 CENPE COPA COPB1 COPB2 COPE COPG1 COPG2 COPZ1 COPZ2 GBF1 KDELR1 KDELR2 KDELR3 KIF11 KIF12 KIF13B KIF15 KIF16B KIF18A KIF18B KIF19 KIF1A KIF1B KIF1C KIF20A KIF20B KIF21A KIF21B KIF22 KIF23 KIF25 KIF26A KIF26B KIF27 KIF2A KIF2B KIF2C KIF3A KIF3B KIF3C KIF4A KIF4B KIF5A KIF5B KIF6 KIF9 KIFAP3 KIFC1 KIFC2 KLC1 KLC2 KLC3 KLC4 NAPA NAPB NAPG NBAS NSF RAB1A RAB1B RACGAP1 RINT1 SEC22B STX18 SURF4 TMED10 TMED2 TMED3 TMED7 TMED9 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B USE1 ZW10 REACTOME_COPI_INDEPENDENT_GOLGI_TO_ER_RETROGRADE_TRAFFIC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_COPI_INDEPENDENT_GOLGI_TO_ER_RETROGRADE_TRAFFIC ACTR10 ACTR1A AGPAT3 BICD1 BICD2 CAPZA1 CAPZA2 CAPZA3 CAPZB DCTN1 DCTN2 DCTN3 DCTN4 DCTN5 DCTN6 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 GALNT1 GALNT2 PAFAH1B1 PAFAH1B2 PAFAH1B3 PLA2G4A PLA2G6 RAB18 RAB3GAP1 RAB3GAP2 RAB6A RAB6B TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B REACTOME_COPI_MEDIATED_ANTEROGRADE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_COPI_MEDIATED_ANTEROGRADE_TRANSPORT ACTR10 ACTR1A ANK1 ANK2 ANK3 ARCN1 ARF1 ARF3 ARF4 ARF5 ARFGAP1 ARFGAP2 ARFGAP3 BET1 BET1L CAPZA1 CAPZA2 CAPZA3 CAPZB CD55 CD59 COG1 COG2 COG3 COG4 COG5 COG6 COG7 COG8 COPA COPB1 COPB2 COPE COPG1 COPG2 COPZ1 COPZ2 DCTN1 DCTN2 DCTN3 DCTN4 DCTN5 DCTN6 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 FOLR1 GBF1 GOLGA2 GOLGB1 GORASP1 GOSR1 GOSR2 INS KDELR1 KDELR2 KDELR3 NAPA NAPB NAPG NSF RAB1A RAB1B SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 STX5 TMED10 TMED2 TMED3 TMED7 TMED9 TMEM115 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B USO1 YKT6 REACTOME_COSTIMULATION_BY_THE_CD28_FAMILY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_COSTIMULATION_BY_THE_CD28_FAMILY AKT1 AKT2 AKT3 BTLA CD247 CD274 CD28 CD3D CD3E CD3G CD4 CD80 CD86 CDC42 CSK CTLA4 FYN GRAP2 GRB2 HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 ICOS ICOSLG LCK LYN MAP3K14 MAP3K8 MAPKAP1 MLST8 MTOR PAK1 PAK2 PAK3 PDCD1 PDCD1LG2 PDPK1 PIK3CA PIK3R1 PIK3R2 PIK3R3 PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PRR5 PTPN11 PTPN6 RAC1 RICTOR SRC THEM4 TNFRSF14 TRAV19 TRAV29DV5 TRAV8-4 TRBV12-3 TRBV7-9 TRIB3 VAV1 YES1 REACTOME_CREATINE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CREATINE_METABOLISM CKB CKM CKMT1A CKMT1B CKMT2 GAMT GATM SLC6A11 SLC6A12 SLC6A7 SLC6A8 REACTOME_CREATION_OF_C4_AND_C2_ACTIVATORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CREATION_OF_C4_AND_C2_ACTIVATORS C1QA C1QB C1QC C1R C1S COLEC10 COLEC11 CRP FCN1 FCN2 FCN3 IGHG1 IGHG2 IGHG4 IGHV1-2 IGHV1-46 IGHV1-69 IGHV2-5 IGHV2-70 IGHV3-11 IGHV3-13 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-48 IGHV3-53 IGHV3-7 IGHV4-34 IGHV4-39 IGHV4-59 IGKV1-12 IGKV1-16 IGKV1-17 IGKV1-33 IGKV1-39 IGKV1-5 IGKV1D-12 IGKV1D-16 IGKV1D-33 IGKV1D-39 IGKV2-28 IGKV2-30 IGKV2D-28 IGKV2D-30 IGKV2D-40 IGKV3-11 IGKV3-15 IGKV3-20 IGKV3D-20 IGKV4-1 IGKV5-2 IGLC2 IGLC3 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-51 IGLV2-11 IGLV2-14 IGLV2-23 IGLV2-8 IGLV3-1 IGLV3-19 IGLV3-21 IGLV3-25 IGLV3-27 IGLV6-57 IGLV7-43 MASP1 MASP2 MBL2 REACTOME_CREB1_PHOSPHORYLATION_THROUGH_NMDA_RECEPTOR_MEDIATED_ACTIVATION_OF_RAS_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CREB1_PHOSPHORYLATION_THROUGH_NMDA_RECEPTOR_MEDIATED_ACTIVATION_OF_RAS_SIGNALING ACTN2 CALM1 CAMK2A CAMK2B CAMK2D CAMK2G CREB1 DLG1 DLG2 DLG3 DLG4 GRIN1 GRIN2B GRIN2D HRAS KRAS LRRC7 MAPK1 MAPK3 NEFL NRAS PDPK1 RASGRF1 RASGRF2 RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA6 REACTOME_CREB1_PHOSPHORYLATION_THROUGH_THE_ACTIVATION_OF_ADENYLATE_CYCLASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CREB1_PHOSPHORYLATION_THROUGH_THE_ACTIVATION_OF_ADENYLATE_CYCLASE ADCY1 ADCY8 CALM1 CREB1 PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKX REACTOME_CREB1_PHOSPHORYLATION_THROUGH_THE_ACTIVATION_OF_CAMKII_CAMKK_CAMKIV_CASCASDE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CREB1_PHOSPHORYLATION_THROUGH_THE_ACTIVATION_OF_CAMKII_CAMKK_CAMKIV_CASCASDE CALM1 CAMK2B CAMK2G CAMK4 CAMKK1 CAMKK2 CREB1 KPNA2 REACTOME_CREB3_FACTORS_ACTIVATE_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CREB3_FACTORS_ACTIVATE_GENES CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREBRF DCSTAMP MBTPS1 MBTPS2 REACTOME_CREB_PHOSPHORYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CREB_PHOSPHORYLATION ATF1 CREB1 MAPKAPK2 RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA5 REACTOME_CRISTAE_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CRISTAE_FORMATION APOO APOOL ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5PB ATP5PD ATP5PF ATP5PO CHCHD3 CHCHD6 DMAC2L DNAJC11 HSPA9 IMMT MICOS10 MICOS13 MT-ATP6 MT-ATP8 MTX1 MTX2 SAMM50 TMEM11 REACTOME_CRMPS_IN_SEMA3A_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CRMPS_IN_SEMA3A_SIGNALING CDK5 CDK5R1 CRMP1 DPYSL2 DPYSL3 DPYSL4 DPYSL5 FES FYN GSK3B NRP1 PLXNA1 PLXNA2 PLXNA3 PLXNA4 SEMA3A REACTOME_CROSSLINKING_OF_COLLAGEN_FIBRILS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CROSSLINKING_OF_COLLAGEN_FIBRILS BMP1 COL1A1 COL1A2 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 LOX LOXL1 LOXL2 LOXL3 LOXL4 PCOLCE PXDN TLL1 TLL2 REACTOME_CROSS_PRESENTATION_OF_PARTICULATE_EXOGENOUS_ANTIGENS_PHAGOSOMES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CROSS_PRESENTATION_OF_PARTICULATE_EXOGENOUS_ANTIGENS_PHAGOSOMES CD36 CYBA CYBB ITGAV ITGB5 NCF1 NCF2 NCF4 REACTOME_CROSS_PRESENTATION_OF_SOLUBLE_EXOGENOUS_ANTIGENS_ENDOSOMES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CROSS_PRESENTATION_OF_SOLUBLE_EXOGENOUS_ANTIGENS_ENDOSOMES CD207 FCGR1A FCGR1BP MRC1 MRC2 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 SEM1 REACTOME_CS_DS_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CS_DS_DEGRADATION ARSB BCAN BGN CSPG4 CSPG5 DCN HEXA HEXB HYAL1 HYAL3 IDS IDUA NCAN VCAN REACTOME_CTLA4_INHIBITORY_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CTLA4_INHIBITORY_SIGNALING AKT1 AKT2 AKT3 CD80 CD86 CTLA4 FYN LCK LYN PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PTPN11 SRC YES1 REACTOME_CYCLIN_A_B1_B2_ASSOCIATED_EVENTS_DURING_G2_M_TRANSITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CYCLIN_A_B1_B2_ASSOCIATED_EVENTS_DURING_G2_M_TRANSITION CCNA1 CCNA2 CCNB1 CCNB2 CCNH CDC25A CDC25B CDC25C CDK1 CDK2 CDK7 FOXM1 LCMT1 MNAT1 PKMYT1 PLK1 PPME1 PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R2A PPP2R3B WEE1 XPO1 REACTOME_CYCLIN_A_CDK2_ASSOCIATED_EVENTS_AT_S_PHASE_ENTRY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CYCLIN_A_CDK2_ASSOCIATED_EVENTS_AT_S_PHASE_ENTRY AKT1 AKT2 AKT3 CABLES1 CCNA1 CCNA2 CCND1 CCNE1 CCNE2 CCNH CDC25A CDC25B CDK2 CDK4 CDK7 CDKN1A CDKN1B CKS1B CUL1 E2F1 E2F4 E2F5 FZR1 LIN37 LIN52 LIN54 LIN9 MAX MNAT1 MYC PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMB1 PSMB10 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSMF1 PTK6 RB1 RBBP4 RBL2 RPS27A SEM1 SKP1 SKP2 TFDP1 TFDP2 UBA52 UBB UBC WEE1 REACTOME_CYCLIN_D_ASSOCIATED_EVENTS_IN_G1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CYCLIN_D_ASSOCIATED_EVENTS_IN_G1 ABL1 CCND1 CCND2 CCND3 CCNE1 CCNE2 CCNH CDK2 CDK4 CDK6 CDK7 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CDKN2D CKS1B CUL1 E2F1 E2F2 E2F3 E2F4 E2F5 JAK2 LYN MNAT1 PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R2A PPP2R3B PTK6 RB1 RBL1 RBL2 RPS27A SKP1 SKP2 SRC TFDP1 TFDP2 UBA52 UBB UBC REACTOME_CYP2E1_REACTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CYP2E1_REACTIONS CYP2A13 CYP2A6 CYP2A7 CYP2B6 CYP2C19 CYP2C8 CYP2C9 CYP2D6 CYP2E1 CYP2F1 CYP2S1 REACTOME_CYTOCHROME_C_MEDIATED_APOPTOTIC_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CYTOCHROME_C_MEDIATED_APOPTOTIC_RESPONSE APAF1 APIP AVEN CARD8 CASP3 CASP7 CASP9 CYCS DIABLO MAPK1 MAPK3 UACA XIAP REACTOME_CYTOCHROME_P450_ARRANGED_BY_SUBSTRATE_TYPE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CYTOCHROME_P450_ARRANGED_BY_SUBSTRATE_TYPE AHR ARNT ARNT2 CYP11A1 CYP11B1 CYP11B2 CYP19A1 CYP1A1 CYP1A2 CYP1B1 CYP21A2 CYP24A1 CYP26A1 CYP26B1 CYP26C1 CYP27A1 CYP27B1 CYP2A13 CYP2A6 CYP2A7 CYP2B6 CYP2C18 CYP2C19 CYP2C8 CYP2C9 CYP2D6 CYP2E1 CYP2F1 CYP2J2 CYP2R1 CYP2S1 CYP2U1 CYP2W1 CYP39A1 CYP3A4 CYP3A43 CYP3A5 CYP3A7 CYP46A1 CYP4A11 CYP4A22 CYP4B1 CYP4F11 CYP4F12 CYP4F2 CYP4F22 CYP4F3 CYP4F8 CYP4V2 CYP51A1 CYP7A1 CYP7B1 CYP8B1 FDX1 FDX2 FDXR NCOA1 NCOA2 NR1H4 POMC POR PTGIS RXRA TBXAS1 REACTOME_CYTOKINE_SIGNALING_IN_IMMUNE_SYSTEM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CYTOKINE_SIGNALING_IN_IMMUNE_SYSTEM AAAS ABCE1 ABL2 ADAM17 ADAR AGER AIP AKT1 AKT2 AKT3 ALOX15 ALOX5 ALPK1 ANXA1 ANXA2 APP ARF1 ARIH1 ATF1 ATF2 B2M BATF BCL2 BCL2L1 BCL2L11 BCL6 BECN1 BIRC2 BIRC3 BIRC5 BLNK BOLA2 BOLA2B BRWD1 BST2 BTRC CA1 CAMK2A CAMK2B CAMK2D CAMK2G CANX CAPZA1 CASP1 CASP3 CASP8 CBL CCL11 CCL19 CCL2 CCL20 CCL22 CCL3 CCL3L1 CCL3L3 CCL4 CCL5 CCND1 CCR1 CCR2 CCR5 CD27 CD36 CD4 CD40 CD40LG CD44 CD70 CD80 CD86 CDC42 CDK1 CDKN1A CDKN1B CEBPD CENPS CENPX CFL1 CHUK CIITA CISH CLCF1 CNN2 CNTF CNTFR COL1A2 CREB1 CRK CRKL CRLF1 CRLF2 CSF1 CSF1R CSF2 CSF2RA CSF2RB CSF3 CSF3R CSH1 CSK CTF1 CTSG CUL1 CUL5 CXCL1 CXCL10 CXCL2 CXCL8 DHX9 DNAJC3 DUS2 DUSP3 DUSP4 DUSP6 DUSP7 EBI3 EDA EDA2R EDAR EDARADD EGR1 EIF2AK2 EIF2S1 EIF2S2 EIF2S3 EIF4A1 EIF4A2 EIF4A3 EIF4E EIF4E2 EIF4E3 EIF4G1 EIF4G2 EIF4G3 ELK1 ELOB ELOC F13A1 FAAP100 FAAP20 FAAP24 FANCA FANCB FANCC FANCE FANCF FANCG FANCL FANCM FASLG FBXW11 FCER2 FCGR1A FCGR1BP FGF2 FLNA FLNB FLT3 FLT3LG FN1 FOS FOXO1 FOXO3 FPR1 FSCN1 FYN GAB2 GAB3 GATA3 GBP1 GBP2 GBP3 GBP4 GBP5 GBP6 GBP7 GH1 GH2 GHR GRAP2 GRB10 GRB2 GSDMD GSTA2 GSTO1 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 HAVCR2 HCK HERC5 HGF HIF1A HLA-A HLA-B HLA-C HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G HLA-H HMGB1 HMOX1 HNRNPA2B1 HNRNPDL HNRNPF HRAS HSP90AA1 HSP90B1 HSPA1A HSPA1B HSPA1L HSPA2 HSPA8 HSPA9 ICAM1 IFI27 IFI30 IFI35 IFI6 IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 IFITM2 IFITM3 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR1 IFNAR2 IFNB1 IFNG IFNGR1 IFNGR2 IFNL1 IFNL2 IFNL3 IFNLR1 IGHE IGHG1 IGHG4 IKBIP IKBKB IKBKG IL10 IL10RA IL10RB IL11 IL11RA IL12A IL12B IL12RB1 IL12RB2 IL13 IL13RA1 IL13RA2 IL15 IL15RA IL16 IL17A IL17C IL17F IL17RA IL17RB IL17RC IL17RE IL18 IL18BP IL18R1 IL18RAP IL19 IL1A IL1B IL1F10 IL1R1 IL1R2 IL1RAP IL1RAPL1 IL1RL1 IL1RL2 IL1RN IL2 IL20 IL20RA IL20RB IL21 IL21R IL22 IL22RA1 IL22RA2 IL23A IL23R IL24 IL25 IL26 IL27 IL27RA IL2RA IL2RB IL2RG IL3 IL31 IL31RA IL32 IL33 IL34 IL36A IL36B IL36G IL36RN IL37 IL3RA IL4 IL4R IL5 IL5RA IL6 IL6R IL6ST IL7 IL7R IL9 IL9R ILF2 ILF3 INPP5D INPPL1 IP6K2 IRAK1 IRAK2 IRAK3 IRAK4 IRF1 IRF2 IRF3 IRF4 IRF5 IRF6 IRF7 IRF8 IRF9 IRS1 IRS2 ISG15 ISG20 ITGAM ITGAX ITGB1 ITGB2 JAK1 JAK2 JAK3 JUN JUNB KPNA1 KPNA2 KPNA3 KPNA4 KPNA5 KPNA7 KPNB1 KRAS LAMA5 LBP LCK LCN2 LCP1 LGALS9 LIF LIFR LMNB1 LRRC14 LTA LTB LTBR LYN MAOA MAP2K1 MAP2K3 MAP2K4 MAP2K6 MAP2K7 MAP3K14 MAP3K3 MAP3K7 MAP3K8 MAPK1 MAPK10 MAPK11 MAPK14 MAPK3 MAPK7 MAPK8 MAPK9 MAPKAPK2 MAPKAPK3 MAPT MAVS MCL1 MEF2A MEF2C MID1 MIF MMP1 MMP2 MMP3 MMP9 MSN MT2A MTAP MUC1 MX1 MX2 MYC MYD88 N4BP1 NANOG NCAM1 NCK1 NDC1 NDN NEDD4 NFKB1 NFKB2 NFKBIA NFKBIB NKIRAS1 NKIRAS2 NLRC5 NLRX1 NOD1 NOD2 NOS2 NPM1 NRAS NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 OAS1 OAS2 OAS3 OASL OPRD1 OPRM1 OSM OSMR P4HB PAK2 PDCD4 PDE12 PELI1 PELI2 PELI3 PIAS1 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIM1 PIN1 PITPNA PLCG1 PLCG2 PML POM121 POM121C POMC POU2F1 PPIA PPM1B PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5D PRKACA PRKCD PRKRA PRL PRLR PRTN3 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTAFR PTGS2 PTK2B PTPN1 PTPN11 PTPN12 PTPN13 PTPN14 PTPN18 PTPN2 PTPN20 PTPN23 PTPN4 PTPN5 PTPN6 PTPN7 PTPN9 PTPRJ PTPRZ1 RAE1 RAF1 RAG1 RAG2 RALA RANBP2 RAP1B RAPGEF1 RBX1 RELA RELB RHOU RIGI RIPK2 RNASEL RNF7 RORA RORC RPLP0 RPS27A RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA5 RSAD2 S100A12 S100B S1PR1 SAA1 SAMHD1 SDC1 SEC13 SEH1L SEM1 SERPINB2 SH2B1 SH2B3 SHC1 SIGIRR SKP1 SLA SLA2 SMAD3 SMAD7 SMARCA4 SNAP25 SNCA SNRPA1 SOCS1 SOCS2 SOCS3 SOCS5 SOCS6 SOD1 SOD2 SOS1 SOS2 SOX2 SP100 SPHK1 SQSTM1 SRC STAT1 STAT2 STAT3 STAT4 STAT5A STAT5B STAT6 STX1A STX3 STX4 STXBP2 SUMO1 SYK TAB1 TAB2 TAB3 TALDO1 TARBP2 TBK1 TCP1 TEC TGFB1 THOC5 TIFA TIMP1 TNF TNFRSF11A TNFRSF11B TNFRSF12A TNFRSF13B TNFRSF13C TNFRSF14 TNFRSF17 TNFRSF18 TNFRSF1A TNFRSF1B TNFRSF25 TNFRSF4 TNFRSF6B TNFRSF8 TNFRSF9 TNFSF11 TNFSF12 TNFSF13 TNFSF13B TNFSF14 TNFSF15 TNFSF18 TNFSF4 TNFSF8 TNFSF9 TNIP2 TOLLIP TP53 TPR TRAF2 TRAF3 TRAF6 TRIM10 TRIM14 TRIM17 TRIM2 TRIM21 TRIM22 TRIM25 TRIM26 TRIM29 TRIM3 TRIM31 TRIM34 TRIM35 TRIM38 TRIM45 TRIM46 TRIM48 TRIM5 TRIM6 TRIM62 TRIM68 TRIM8 TSLP TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B TWIST1 TXLNA TYK2 UBA3 UBA52 UBA7 UBB UBC UBE2D1 UBE2D2 UBE2D3 UBE2E1 UBE2I UBE2L6 UBE2M UBE2N UBE2V1 USP14 USP18 USP41 VAMP2 VAMP7 VAV1 VCAM1 VEGFA VIM VRK3 XAF1 YBX1 YES1 YWHAZ ZEB1 REACTOME_CYTOPROTECTION_BY_HMOX1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CYTOPROTECTION_BY_HMOX1 ABCC1 ALB BACH1 BLVRA BLVRB CARM1 CHD9 COX11 COX14 COX16 COX18 COX19 COX20 COX4I1 COX5A COX5B COX6A1 COX6B1 COX6C COX7A2L COX7B COX7C COX8A CREBBP CYCS FABP1 HBA1 HBA2 HBB HDAC3 HELZ2 HM13 HMOX1 HMOX2 LRPPRC MAFK MED1 MT-CO1 MT-CO2 MT-CO3 NCOA1 NCOA2 NCOA6 NCOR1 NCOR2 NDUFA4 NFE2L2 NLRP3 PPARA PTK6 RXRA SCO1 SCO2 SIN3A SIN3B SMARCD3 STAP2 STAT3 SURF1 TACO1 TBL1X TBL1XR1 TGS1 TXNIP REACTOME_CYTOSOLIC_IRON_SULFUR_CLUSTER_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CYTOSOLIC_IRON_SULFUR_CLUSTER_ASSEMBLY ABCB7 BRIP1 CIAO1 CIAO2B CIAO3 CIAPIN1 ERCC2 MMS19 NDOR1 NUBP1 NUBP2 POLD1 RTEL1 REACTOME_CYTOSOLIC_SENSORS_OF_PATHOGEN_ASSOCIATED_DNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CYTOSOLIC_SENSORS_OF_PATHOGEN_ASSOCIATED_DNA AIM2 CGAS CHUK CRCP CREBBP CTNNB1 DDX41 DHX36 DHX9 DTX4 EP300 IFI16 IKBKB IKBKG IRF3 IRF7 LRRFIP1 MRE11 MYD88 NFKB1 NFKB2 NFKBIA NFKBIB NKIRAS1 NKIRAS2 NLRC3 NLRP4 POLR1C POLR1D POLR2E POLR2F POLR2H POLR2K POLR2L POLR3A POLR3B POLR3C POLR3D POLR3E POLR3F POLR3G POLR3GL POLR3H POLR3K PRKDC RELA RIPK1 RIPK3 RPS27A STAT6 STING1 TBK1 TICAM1 TLR3 TREX1 TRIM21 TRIM32 TRIM56 UBA52 UBB UBC XRCC5 XRCC6 ZBP1 REACTOME_CYTOSOLIC_SULFONATION_OF_SMALL_MOLECULES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CYTOSOLIC_SULFONATION_OF_SMALL_MOLECULES ABHD14B BPNT1 BPNT2 PAPSS1 PAPSS2 PODXL2 SLC26A1 SLC26A2 SLC35B2 SLC35B3 SULT1A1 SULT1A2 SULT1A3 SULT1A4 SULT1B1 SULT1C2 SULT1C4 SULT1E1 SULT2A1 SULT2B1 SULT4A1 SULT6B1 TPST1 TPST2 REACTOME_CYTOSOLIC_TRNA_AMINOACYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CYTOSOLIC_TRNA_AMINOACYLATION AARS1 AIMP1 AIMP2 CARS1 DARS1 EEF1E1 EPRS1 FARSA FARSB GARS1 HARS1 IARS1 KARS1 LARS1 MARS1 NARS1 PPA1 QARS1 RARS1 SARS1 TARS1 VARS1 WARS1 YARS1 REACTOME_C_TYPE_LECTIN_RECEPTORS_CLRS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_C_TYPE_LECTIN_RECEPTORS_CLRS AHCYL1 BCL10 BTRC CALM1 CARD11 CARD9 CASP8 CCL17 CCL22 CD209 CDC34 CHUK CLEC10A CLEC4A CLEC4C CLEC4D CLEC4E CLEC6A CLEC7A CREBBP CUL1 EP300 FBXW11 FCER1G FYN HRAS ICAM2 ICAM3 IKBKB IKBKG IL1B ITPR1 ITPR2 ITPR3 KRAS LYN MALT1 MAP3K14 MAP3K7 MUC1 MUC12 MUC13 MUC15 MUC16 MUC17 MUC20 MUC21 MUC3A MUC4 MUC5AC MUC5B MUC6 MUC7 MUCL1 NFATC1 NFATC2 NFATC3 NFKB1 NFKB2 NFKBIA NRAS PAK1 PAK2 PAK3 PDPK1 PLCG2 PPP3CA PPP3CB PPP3R1 PRKACA PRKACB PRKACG PRKCD PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PYCARD RAF1 RELA RELB RPS27A RPS6KA5 SEM1 SKP1 SRC SYK TAB1 TAB2 TAB3 TRAF6 UBA3 UBA52 UBB UBC UBE2D1 UBE2D2 UBE2M UBE2N UBE2V1 REACTOME_DAG_AND_IP3_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DAG_AND_IP3_SIGNALING ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 AHCYL1 CALM1 CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 CAMKK1 CAMKK2 CREB1 GRK2 ITPR1 ITPR2 ITPR3 KPNA2 NBEA PDE1A PDE1B PDE1C PLCG1 PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCA PRKCD PRKCE PRKCG PRKX REACTOME_DAP12_INTERACTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DAP12_INTERACTIONS B2M BTK CD300E CD300LB CLEC5A FYN GRAP2 GRB2 HLA-B HLA-C HLA-E HRAS KIR2DL5A KIR2DS1 KIR2DS2 KIR2DS4 KIR2DS5 KIR3DS1 KLRC2 KLRD1 KLRK1 KRAS LAT LCK LCP2 NCR2 NRAS PIK3CA PIK3CB PIK3R1 PIK3R2 PLCG1 PLCG2 RAC1 SHC1 SIGLEC14 SIGLEC15 SIRPB1 SOS1 SYK TREM1 TREM2 TYROBP VAV2 VAV3 REACTOME_DAP12_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DAP12_SIGNALING B2M BTK FYN GRAP2 GRB2 HLA-E HRAS KLRC2 KLRD1 KLRK1 KRAS LAT LCK LCP2 NRAS PIK3CA PIK3CB PIK3R1 PIK3R2 PLCG1 PLCG2 RAC1 SHC1 SOS1 SYK TREM2 TYROBP VAV2 VAV3 REACTOME_DARPP_32_EVENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DARPP_32_EVENTS CALM1 CDK5 PDE4A PDE4B PDE4C PDE4D PPP1CA PPP1R1B PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5D PPP3CA PPP3CB PPP3CC PPP3R1 PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B REACTOME_DCC_MEDIATED_ATTRACTIVE_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DCC_MEDIATED_ATTRACTIVE_SIGNALING ABLIM1 ABLIM2 ABLIM3 CDC42 DCC DOCK1 FYN NCK1 NTN1 PTK2 RAC1 SRC TRIO WASL REACTOME_DDX58_IFIH1_MEDIATED_INDUCTION_OF_INTERFERON_ALPHA_BETA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DDX58_IFIH1_MEDIATED_INDUCTION_OF_INTERFERON_ALPHA_BETA AGER APP ATG12 ATG5 CASP10 CASP8 CHUK CREBBP CYLD DHX58 EP300 FADD HERC5 HMGB1 HSP90AA1 HSP90AB1 IFIH1 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IKBKB IKBKE IKBKG IRF3 IRF7 ISG15 ITCH MAP3K1 MAVS NFKB1 NFKB2 NFKBIA NFKBIB NKIRAS1 NKIRAS2 NLRC5 NLRX1 OTUD5 PCBP2 PIN1 RELA RIGI RIPK1 RNF125 RNF135 RNF216 RPS27A S100A12 S100B SAA1 SIKE1 TANK TAX1BP1 TBK1 TKFC TNFAIP3 TOMM70 TRAF2 TRAF3 TRAF6 TRIM25 TRIM4 UBA52 UBA7 UBB UBC UBE2D1 UBE2D2 UBE2D3 UBE2K UBE2L6 REACTOME_DEACTIVATION_OF_THE_BETA_CATENIN_TRANSACTIVATING_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEACTIVATION_OF_THE_BETA_CATENIN_TRANSACTIVATING_COMPLEX AKT1 AKT2 APC ASH2L BCL9 BCL9L BTRC CBY1 CHD8 CTBP1 CTNNB1 CTNNBIP1 HDAC1 KMT2D LEF1 MEN1 PYGO1 PYGO2 RBBP5 RPS27A SOX13 SOX17 SOX2 SOX3 SOX4 SOX6 SOX7 SOX9 SRY TCF7 TCF7L1 TCF7L2 TLE1 TLE2 TLE3 TLE4 UBA52 UBB UBC XIAP XPO1 YWHAZ REACTOME_DEADENYLATION_DEPENDENT_MRNA_DECAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEADENYLATION_DEPENDENT_MRNA_DECAY CNOT1 CNOT10 CNOT11 CNOT2 CNOT3 CNOT4 CNOT6 CNOT6L CNOT7 CNOT8 CNOT9 DCP1A DCP1B DCP2 DCPS DDX6 DIS3 EDC3 EDC4 EIF4A1 EIF4A2 EIF4A3 EIF4B EIF4E EIF4G1 EXOSC1 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 HBS1L LSM1 LSM2 LSM3 LSM4 LSM5 LSM6 LSM7 NT5C3B PABPC1 PAIP1 PAN2 PAN3 PARN PATL1 SKIC2 SKIC3 SKIC8 TNKS1BP1 TUT4 TUT7 XRN1 REACTOME_DEADENYLATION_OF_MRNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEADENYLATION_OF_MRNA CNOT1 CNOT10 CNOT11 CNOT2 CNOT3 CNOT4 CNOT6 CNOT6L CNOT7 CNOT8 CNOT9 EIF4A1 EIF4A2 EIF4A3 EIF4B EIF4E EIF4G1 PABPC1 PAIP1 PAN2 PAN3 PARN TNKS1BP1 TUT4 TUT7 REACTOME_DEATH_RECEPTOR_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEATH_RECEPTOR_SIGNALING AATF ABR ADAM17 AKAP13 APH1A APH1B ARHGDIA ARHGEF1 ARHGEF10 ARHGEF10L ARHGEF11 ARHGEF12 ARHGEF15 ARHGEF16 ARHGEF17 ARHGEF18 ARHGEF19 ARHGEF2 ARHGEF26 ARHGEF3 ARHGEF33 ARHGEF35 ARHGEF37 ARHGEF38 ARHGEF39 ARHGEF4 ARHGEF40 ARHGEF5 ARHGEF6 ARHGEF7 ARHGEF9 BAD BAG4 BCL2L11 BEX3 BIRC2 BIRC3 CASP10 CASP2 CASP3 CASP8 CFLAR CHUK CLIP3 CYLD ECT2 FADD FAS FASLG FGD1 FGD2 FGD3 FGD4 GNA13 HDAC1 HDAC2 HDAC3 IKBKB IKBKE IKBKG IRAK1 ITGB3BP ITSN1 KALRN LINGO1 MADD MAG MAGED1 MAP3K7 MAPK8 MAPKAPK2 MCF2 MCF2L MIB2 MYD88 NCSTN NET1 NFKB1 NFKBIA NGEF NGF NGFR NSMAF OBSCN OMG OPTN OTUD1 OTUD7B OTULIN PLEKHG2 PLEKHG5 PRDM4 PREX1 PRKCI PSEN1 PSEN2 PSENEN RAC1 RACK1 RASGRF2 RBCK1 RELA RHOA RIPK1 RIPK2 RNF31 RPS27A RTN4 RTN4R SHARPIN SMPD2 SMPD3 SOS1 SOS2 SPATA2 SPPL2A SPPL2B SQSTM1 STUB1 TAB1 TAB2 TAB3 TAX1BP1 TBK1 TIAM1 TIAM2 TNF TNFAIP3 TNFRSF10A TNFRSF10B TNFRSF10D TNFRSF1A TNFSF10 TRADD TRAF1 TRAF2 TRAF6 TRIO UBA52 UBB UBC UBE2D1 UBE2D2 UBE2D3 UBE2L3 ULK1 USP2 USP21 USP4 VAV1 VAV2 VAV3 XIAP YWHAE REACTOME_DECTIN_1_MEDIATED_NONCANONICAL_NF_KB_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DECTIN_1_MEDIATED_NONCANONICAL_NF_KB_SIGNALING BTRC CCL17 CCL22 CHUK CUL1 FBXW11 MAP3K14 NFKB2 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RELA RELB RPS27A SEM1 SKP1 UBA3 UBA52 UBB UBC UBE2M REACTOME_DECTIN_2_FAMILY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DECTIN_2_FAMILY CLEC10A CLEC4A CLEC4C CLEC4D CLEC4E CLEC6A FCER1G FYN LYN MUC1 MUC12 MUC13 MUC15 MUC16 MUC17 MUC20 MUC21 MUC3A MUC4 MUC5AC MUC5B MUC6 MUC7 MUCL1 PLCG2 SYK REACTOME_DEFECTIVE_B4GALT1_CAUSES_B4GALT1_CDG_CDG_2D https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEFECTIVE_B4GALT1_CAUSES_B4GALT1_CDG_CDG_2D ACAN B4GALT1 FMOD KERA LUM OGN OMD PRELP REACTOME_DEFECTIVE_B4GALT7_CAUSES_EDS_PROGEROID_TYPE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEFECTIVE_B4GALT7_CAUSES_EDS_PROGEROID_TYPE AGRN B4GALT7 BCAN BGN CSPG4 CSPG5 DCN GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 HSPG2 NCAN SDC1 SDC2 SDC3 SDC4 VCAN REACTOME_DEFECTIVE_C1GALT1C1_CAUSES_TNPS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEFECTIVE_C1GALT1C1_CAUSES_TNPS C1GALT1 C1GALT1C1 MUC1 MUC12 MUC13 MUC15 MUC16 MUC17 MUC20 MUC21 MUC3A MUC4 MUC5AC MUC5B MUC6 MUC7 MUCL1 REACTOME_DEFECTIVE_CFTR_CAUSES_CYSTIC_FIBROSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEFECTIVE_CFTR_CAUSES_CYSTIC_FIBROSIS CFTR DERL1 DERL2 DERL3 ERLEC1 ERLIN1 ERLIN2 OS9 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RNF185 RNF5 RPS27A SEL1L SEM1 UBA52 UBB UBC VCP REACTOME_DEFECTIVE_CHST14_CAUSES_EDS_MUSCULOCONTRACTURAL_TYPE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEFECTIVE_CHST14_CAUSES_EDS_MUSCULOCONTRACTURAL_TYPE BCAN BGN CHST14 CSPG4 CSPG5 DCN NCAN VCAN REACTOME_DEFECTIVE_CHST3_CAUSES_SEDCJD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEFECTIVE_CHST3_CAUSES_SEDCJD BCAN BGN CHST3 CSPG4 CSPG5 DCN NCAN VCAN REACTOME_DEFECTIVE_CHST6_CAUSES_MCDC1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEFECTIVE_CHST6_CAUSES_MCDC1 ACAN CHST6 FMOD KERA LUM OGN OMD PRELP REACTOME_DEFECTIVE_CHSY1_CAUSES_TPBS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEFECTIVE_CHSY1_CAUSES_TPBS BCAN BGN CHSY1 CSPG4 CSPG5 DCN NCAN VCAN REACTOME_DEFECTIVE_CSF2RB_CAUSES_SMDP5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEFECTIVE_CSF2RB_CAUSES_SMDP5 CSF2RA CSF2RB SFTA3 SFTPA1 SFTPA2 SFTPB SFTPC SFTPD REACTOME_DEFECTIVE_EXT2_CAUSES_EXOSTOSES_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEFECTIVE_EXT2_CAUSES_EXOSTOSES_2 AGRN EXT1 EXT2 GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 HSPG2 SDC1 SDC2 SDC3 SDC4 REACTOME_DEFECTIVE_F9_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEFECTIVE_F9_ACTIVATION F11 F9 GP1BA GP1BB GP5 GP9 REACTOME_DEFECTIVE_FACTOR_IX_CAUSES_HEMOPHILIA_B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEFECTIVE_FACTOR_IX_CAUSES_HEMOPHILIA_B F10 F11 F8 F9 GGCX GP1BA GP1BB GP5 GP9 REACTOME_DEFECTIVE_FACTOR_VIII_CAUSES_HEMOPHILIA_A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEFECTIVE_FACTOR_VIII_CAUSES_HEMOPHILIA_A F10 F2 F8 F9 TPST1 TPST2 VWF REACTOME_DEFECTIVE_GALNT3_CAUSES_HFTC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEFECTIVE_GALNT3_CAUSES_HFTC GALNT3 MUC1 MUC12 MUC13 MUC15 MUC16 MUC17 MUC20 MUC21 MUC3A MUC4 MUC5AC MUC5B MUC6 MUC7 MUCL1 REACTOME_DEFECTIVE_INTRINSIC_PATHWAY_FOR_APOPTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEFECTIVE_INTRINSIC_PATHWAY_FOR_APOPTOSIS APP BCL2L11 C1QBP CAPN1 CAPN2 CAPNS1 CAPNS2 CAST CDC25A CDC25B CDC25C CDK5 CDK5R1 CDKN2A FASLG FOXO3 GOLGA2 JUN LMNA LMNB1 PRDX1 PRDX2 SOD2 TP53 YWHAE REACTOME_DEFECTIVE_LFNG_CAUSES_SCDO3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEFECTIVE_LFNG_CAUSES_SCDO3 LFNG NOTCH1 NOTCH2 NOTCH3 NOTCH4 REACTOME_DEFECTIVE_RIPK1_MEDIATED_REGULATED_NECROSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEFECTIVE_RIPK1_MEDIATED_REGULATED_NECROSIS CASP8 FADD MLKL RIPK1 RIPK3 TRADD TRAF2 REACTOME_DEFECTIVE_ST3GAL3_CAUSES_MCT12_AND_EIEE15 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEFECTIVE_ST3GAL3_CAUSES_MCT12_AND_EIEE15 ACAN FMOD KERA LUM OGN OMD PRELP ST3GAL3 REACTOME_DEFECTS_IN_BIOTIN_BTN_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEFECTS_IN_BIOTIN_BTN_METABOLISM ACACA BTD HLCS MCCC1 MCCC2 PC PCCA PCCB REACTOME_DEFECTS_IN_COBALAMIN_B12_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEFECTS_IN_COBALAMIN_B12_METABOLISM ABCD4 AMN CBLIF CD320 CUBN LMBRD1 MMAA MMAB MMACHC MMADHC MMUT MTR MTRR TCN2 REACTOME_DEFECTS_IN_VITAMIN_AND_COFACTOR_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEFECTS_IN_VITAMIN_AND_COFACTOR_METABOLISM ABCD4 ACACA AMN BTD CBLIF CD320 CUBN HLCS LMBRD1 MCCC1 MCCC2 MMAA MMAB MMACHC MMADHC MMUT MTR MTRR PC PCCA PCCB TCN2 REACTOME_DEFECTS_OF_CONTACT_ACTIVATION_SYSTEM_CAS_AND_KALLIKREIN_KININ_SYSTEM_KKS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEFECTS_OF_CONTACT_ACTIVATION_SYSTEM_CAS_AND_KALLIKREIN_KININ_SYSTEM_KKS F10 F11 F12 F2 F8 F9 GGCX GP1BA GP1BB GP5 GP9 KLKB1 SERPING1 TPST1 TPST2 VWF REACTOME_DEFENSINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEFENSINS ART1 CCR2 CCR6 CD4 DEFA1 DEFA1B DEFA3 DEFA4 DEFA5 DEFA6 DEFB1 DEFB103A DEFB103B DEFB104A DEFB104B DEFB105A DEFB105B DEFB106A DEFB106B DEFB107A DEFB107B DEFB108B DEFB109B DEFB110 DEFB112 DEFB113 DEFB114 DEFB115 DEFB116 DEFB118 DEFB119 DEFB121 DEFB123 DEFB124 DEFB125 DEFB126 DEFB127 DEFB128 DEFB129 DEFB130A DEFB130B DEFB131A DEFB132 DEFB133 DEFB134 DEFB135 DEFB136 DEFB4A DEFB4B ENSG00000284958 PRSS2 PRSS3 TLR1 TLR2 REACTOME_DEGRADATION_OF_AXIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEGRADATION_OF_AXIN AXIN1 AXIN2 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RNF146 RPS27A SEM1 SMURF2 TNKS TNKS2 UBA52 UBB UBC REACTOME_DEGRADATION_OF_BETA_CATENIN_BY_THE_DESTRUCTION_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEGRADATION_OF_BETA_CATENIN_BY_THE_DESTRUCTION_COMPLEX AMER1 APC AXIN1 AXIN2 BTRC CSNK1A1 CTBP1 CTBP2 CTNNB1 CUL1 FRAT1 FRAT2 GSK3B HDAC1 LEF1 MYC PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RBX1 RPS27A SEM1 SKP1 TCF7 TCF7L1 TCF7L2 TLE1 TLE2 TLE3 TLE4 TLE5 UBA52 UBB UBC ZRANB1 REACTOME_DEGRADATION_OF_CYSTEINE_AND_HOMOCYSTEINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEGRADATION_OF_CYSTEINE_AND_HOMOCYSTEINE ADO CDO1 CSAD CTH ETHE1 FMO1 GADL1 GOT2 MPST SLC25A10 SQOR SUOX TST TSTD1 TXN2 REACTOME_DEGRADATION_OF_DVL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEGRADATION_OF_DVL CUL3 DACT1 DVL1 DVL2 DVL3 HECW1 KLHL12 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RBX1 RPS27A SEM1 UBA52 UBB UBC REACTOME_DEGRADATION_OF_GLI1_BY_THE_PROTEASOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEGRADATION_OF_GLI1_BY_THE_PROTEASOME BTRC CUL1 GLI1 ITCH NUMB PRKACA PRKACB PRKACG PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RBX1 RPS27A SEM1 SKP1 SUFU UBA52 UBB UBC REACTOME_DEGRADATION_OF_THE_EXTRACELLULAR_MATRIX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEGRADATION_OF_THE_EXTRACELLULAR_MATRIX A2M ACAN ADAM10 ADAM15 ADAM17 ADAM8 ADAM9 ADAMTS1 ADAMTS16 ADAMTS18 ADAMTS4 ADAMTS5 ADAMTS8 ADAMTS9 BCAN BMP1 BSG CAPN1 CAPN10 CAPN11 CAPN12 CAPN13 CAPN14 CAPN15 CAPN2 CAPN3 CAPN5 CAPN6 CAPN7 CAPN8 CAPN9 CAPNS1 CAPNS2 CASP3 CAST CD44 CDH1 CMA1 COL10A1 COL11A1 COL11A2 COL12A1 COL13A1 COL14A1 COL15A1 COL16A1 COL17A1 COL18A1 COL19A1 COL1A1 COL1A2 COL23A1 COL25A1 COL26A1 COL2A1 COL3A1 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 COL5A1 COL5A2 COL5A3 COL6A1 COL6A2 COL6A3 COL6A5 COL6A6 COL7A1 COL8A1 COL8A2 COL9A1 COL9A2 COL9A3 CTRB1 CTRB2 CTSB CTSD CTSG CTSK CTSL CTSS CTSV DCN ELANE ELN FBN1 FBN2 FBN3 FN1 FURIN HSPG2 HTRA1 KLK2 KLK7 KLKB1 LAMA3 LAMA5 LAMB1 LAMB3 LAMC1 LAMC2 MMP1 MMP10 MMP11 MMP12 MMP13 MMP14 MMP15 MMP16 MMP17 MMP19 MMP2 MMP20 MMP24 MMP25 MMP3 MMP7 MMP8 MMP9 NCSTN NID1 OPTC PHYKPL PLG PRSS1 PRSS2 PSEN1 SCUBE1 SCUBE3 SPOCK3 SPP1 TIMP1 TIMP2 TLL1 TLL2 TMPRSS6 TPSAB1 REACTOME_DEPOLYMERIZATION_OF_THE_NUCLEAR_LAMINA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEPOLYMERIZATION_OF_THE_NUCLEAR_LAMINA CCNB1 CDK1 CNEP1R1 CTDNEP1 EMD LEMD2 LEMD3 LMNA LMNB1 LPIN1 LPIN2 LPIN3 PRKCA PRKCB TMPO REACTOME_DEPOSITION_OF_NEW_CENPA_CONTAINING_NUCLEOSOMES_AT_THE_CENTROMERE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEPOSITION_OF_NEW_CENPA_CONTAINING_NUCLEOSOMES_AT_THE_CENTROMERE CENPA CENPC CENPH CENPI CENPK CENPL CENPM CENPN CENPO CENPP CENPQ CENPS CENPT CENPU CENPW CENPX H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HJURP ITGB3BP KNL1 MIS18A MIS18BP1 NPM1 OIP5 RBBP4 RBBP7 RSF1 RUVBL1 SMARCA5 REACTOME_DERMATAN_SULFATE_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DERMATAN_SULFATE_BIOSYNTHESIS BCAN BGN CHST14 CSPG4 CSPG5 DCN DSE DSEL NCAN UST VCAN REACTOME_DETOXIFICATION_OF_REACTIVE_OXYGEN_SPECIES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DETOXIFICATION_OF_REACTIVE_OXYGEN_SPECIES AQP8 ATOX1 ATP7A CAT CCS CYBA CYBB CYCS ERO1A GPX1 GPX2 GPX3 GPX5 GPX6 GPX7 GPX8 GSR GSTP1 NCF1 NCF2 NCF4 NOX4 NOX5 NUDT2 P4HB PRDX1 PRDX2 PRDX3 PRDX5 PRDX6 SOD1 SOD2 SOD3 TXN TXN2 TXNRD1 TXNRD2 REACTOME_DEUBIQUITINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEUBIQUITINATION ABRAXAS1 ABRAXAS2 ACTB ACTL6A ACTR5 ACTR8 ADRB2 ADRM1 APC AR ARRB1 ARRB2 ASXL1 ASXL2 ATXN3 ATXN3L ATXN7 AXIN1 AXIN2 BABAM1 BABAM2 BAP1 BARD1 BECN1 BIRC2 BIRC3 BRCA1 BRCC3 CCNA1 CCNA2 CCP110 CDC20 CDC25A CDK1 CFTR CLSPN CYLD DDB2 EP300 ESR1 FKBP8 FOXK1 FOXK2 FOXO4 GATA3 H2AC1 H2AC11 H2AC12 H2AC13 H2AC14 H2AC15 H2AC16 H2AC17 H2AC18 H2AC19 H2AC20 H2AC21 H2AC25 H2AC4 H2AC6 H2AC7 H2AC8 H2BC1 H2BC10 H2BC11 H2BC12 H2BC13 H2BC14 H2BC15 H2BC17 H2BC18 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 HCFC1 HGS HIF1A IDE IFIH1 IKBKG IL33 INO80 INO80B INO80C INO80D INO80E JOSD1 JOSD2 KAT2A KAT2B KDM1B KEAP1 MAP3K7 MAT2B MAVS MBD5 MBD6 MCRS1 MDM2 MDM4 MUL1 MYC MYSM1 NEDD8 NFKBIA NFRKB NLRP3 NOD1 NOD2 OGT OTUB1 OTUB2 OTUD3 OTUD5 OTUD7A OTUD7B POLB PRKN PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTEN PTRH2 RAD23A RAD23B RCE1 RHOA RHOT1 RIGI RIPK1 RIPK2 RNF123 RNF128 RNF135 RNF146 RPS27A RUVBL1 SEM1 SENP8 SIAH2 SKP2 SMAD1 SMAD2 SMAD3 SMAD4 SMAD7 SMURF2 SNX3 STAM STAM2 STAMBP STAMBPL1 SUDS3 TAB1 TADA2B TADA3 TAF10 TAF9B TFPT TGFB1 TGFBR1 TGFBR2 TNFAIP3 TNIP1 TNIP2 TNIP3 TNKS TNKS2 TOMM20 TOMM70 TP53 TRAF2 TRAF3 TRAF6 TRIM25 TRIM4 TRRAP UBA52 UBB UBC UBE2D1 UCHL1 UCHL3 UCHL5 UFD1 UIMC1 USP10 USP11 USP12 USP13 USP14 USP15 USP16 USP17L1 USP17L10 USP17L11 USP17L12 USP17L13 USP17L15 USP17L17 USP17L18 USP17L19 USP17L2 USP17L20 USP17L21 USP17L22 USP17L24 USP17L25 USP17L26 USP17L27 USP17L28 USP17L29 USP17L3 USP17L30 USP17L4 USP17L5 USP17L8 USP18 USP19 USP2 USP20 USP21 USP22 USP24 USP25 USP26 USP28 USP3 USP30 USP33 USP34 USP37 USP4 USP42 USP44 USP47 USP48 USP49 USP5 USP7 USP8 USP9X VCP VCPIP1 VDAC1 VDAC2 VDAC3 WDR20 WDR48 YOD1 YY1 ZRANB1 REACTOME_DEVELOPMENTAL_BIOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEVELOPMENTAL_BIOLOGY ABL1 ABL2 ABLIM1 ABLIM2 ABLIM3 ACTB ACTG1 ACTR2 ACTR3 ACVR1B ACVR1C ACVR2A ACVR2B ADAM10 ADAM11 ADAM22 ADAM23 ADGRG6 ADGRV1 ADIPOQ ADIRF AGAP2 AGO2 AGRN AICDA AJUBA AKAP5 AKT1 AKT2 AKT3 ALCAM AMH ANGPTL4 ANK1 ANK2 ANK3 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 APH1A APH1B ARHGAP35 ARHGAP39 ARHGEF11 ARHGEF12 ARHGEF28 ARHGEF7 ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 ARTN ASH2L BMP4 BNIP2 BOC BTG4 CACNA1C CACNA1D CACNA1G CACNA1H CACNA1I CACNA1S CACNB1 CACNB2 CACNB3 CACNB4 CACNG2 CACNG3 CACNG4 CACNG8 CAP1 CAP2 CAPN1 CAPNS1 CARM1 CASC3 CASP14 CBFB CCNC CCND3 CD24 CD36 CD72 CDC42 CDH1 CDH15 CDH2 CDH4 CDK19 CDK2 CDK4 CDK5 CDK5R1 CDK8 CDKN1A CDON CDSN CDX2 CEBPA CEBPB CEBPD CEBPE CELA2A CER1 CFC1 CFL1 CHD9 CHL1 CLASP1 CLASP2 CLDN7 CLTA CLTB CLTC CLTCL1 CNOT1 CNOT10 CNOT11 CNOT2 CNOT3 CNOT4 CNOT6 CNOT6L CNOT7 CNOT8 CNOT9 CNTN1 CNTN2 CNTN6 CNTNAP1 COL2A1 COL3A1 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL5A1 COL5A2 COL5A3 COL6A1 COL6A2 COL6A3 COL6A5 COL6A6 COL9A1 COL9A2 COL9A3 CREB1 CREBBP CRMP1 CSF3R CSNK2A1 CSNK2A2 CSNK2B CSTA CTCF CTNNA1 CTNNA2 CTNNB1 CUL2 CXCL12 CXCR4 CYP51A1 DAB1 DAG1 DAND5 DCC DCX DEK DHH DICER1 DIS3L2 DKK1 DLG1 DLG3 DLG4 DLL1 DLL3 DMRT1 DNM1 DNM2 DNM3 DOCK1 DOK1 DOK2 DOK4 DOK5 DOK6 DPPA2 DPPA3 DPPA4 DPY30 DPYSL2 DPYSL3 DPYSL4 DPYSL5 DRAP1 DRP2 DSC1 DSC2 DSC3 DSCAM DSCAML1 DSG1 DSG2 DSG3 DSG4 DSP DUX4 DUXA DUXB E2F1 EBF1 EED EFNA1 EFNA2 EFNA3 EFNA4 EFNA5 EFNB1 EFNB2 EFNB3 EGFR EGR2 EIF4A1 EIF4A2 EIF4A3 EIF4B EIF4E EIF4G1 ELOB ELOC ENAH EOMES EP300 EPAS1 EPHA1 EPHA10 EPHA2 EPHA3 EPHA4 EPHA5 EPHA6 EPHA7 EPHA8 EPHB1 EPHB2 EPHB3 EPHB4 EPHB6 ERBB2 ETF1 EVL EVPL EZH2 EZR FABP4 FAM120B FARP2 FAU FES FGF10 FGF2 FGF8 FGF9 FGFR1 FLG FLI1 FLRT3 FOXA1 FOXA2 FOXA3 FOXC1 FOXC2 FOXD3 FOXF1 FOXH1 FOXL2 FOXO1 FOXO3 FOXO4 FOXP1 FRS2 FURIN FYN GAB1 GAB2 GAP43 GATA2 GATA4 GATA6 GATA6-AS1 GBX2 GCK GDF1 GDNF GFI1 GFRA1 GFRA2 GFRA3 GFRA4 GIT1 GJB1 GPC1 GRB10 GRB2 GRB7 GRIN1 GRIN2B GSC GSK3B GSPT1 GSPT2 H1-8 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HAND1 HAND2 HDAC2 HDAC3 HELZ2 HES1 HES7 HEY1 HEY2 HHEX HIF3A HIRA HJV HMGCR HNF1A HNF1B HNF4A HNF4G HOXA1 HOXA2 HOXA3 HOXA4 HOXB1 HOXB2 HOXB3 HOXB4 HOXC4 HOXD1 HOXD3 HOXD4 HRAS HSP90AA1 HSP90AB1 HSPA8 IAPP IHH IL6R INS INSM1 IRS2 ISL1 ITGA1 ITGA10 ITGA2 ITGA2B ITGA5 ITGA9 ITGAV ITGB1 ITGB3 ITSN1 IVL JUN JUP KALRN KAT2A KAT2B KAT5 KAZN KCNQ2 KCNQ3 KDM4E KDM5A KDM5B KDM6A KDM6B KIF4A KIF4B KLF4 KLF5 KLK12 KLK13 KLK14 KLK5 KLK8 KMT2A KMT2C KMT2D KRAS KRT1 KRT10 KRT12 KRT13 KRT14 KRT15 KRT16 KRT17 KRT18 KRT19 KRT2 KRT20 KRT23 KRT24 KRT25 KRT26 KRT27 KRT28 KRT3 KRT31 KRT32 KRT33A KRT33B KRT34 KRT35 KRT36 KRT37 KRT38 KRT39 KRT4 KRT40 KRT5 KRT6A KRT6B KRT6C KRT7 KRT71 KRT72 KRT73 KRT74 KRT75 KRT76 KRT77 KRT78 KRT79 KRT8 KRT80 KRT81 KRT82 KRT83 KRT84 KRT85 KRT86 KRT9 KRTAP1-1 KRTAP1-3 KRTAP1-4 KRTAP1-5 KRTAP10-1 KRTAP10-10 KRTAP10-11 KRTAP10-12 KRTAP10-2 KRTAP10-3 KRTAP10-4 KRTAP10-5 KRTAP10-6 KRTAP10-7 KRTAP10-8 KRTAP10-9 KRTAP11-1 KRTAP12-1 KRTAP12-2 KRTAP12-3 KRTAP12-4 KRTAP13-1 KRTAP13-2 KRTAP13-3 KRTAP13-4 KRTAP15-1 KRTAP16-1 KRTAP17-1 KRTAP19-1 KRTAP19-2 KRTAP19-3 KRTAP19-4 KRTAP19-5 KRTAP19-6 KRTAP19-7 KRTAP19-8 KRTAP2-1 KRTAP2-2 KRTAP2-3 KRTAP2-4 KRTAP20-1 KRTAP20-2 KRTAP21-1 KRTAP21-2 KRTAP21-3 KRTAP22-1 KRTAP23-1 KRTAP24-1 KRTAP25-1 KRTAP26-1 KRTAP27-1 KRTAP29-1 KRTAP3-1 KRTAP3-2 KRTAP3-3 KRTAP4-1 KRTAP4-11 KRTAP4-2 KRTAP4-3 KRTAP4-4 KRTAP4-5 KRTAP4-6 KRTAP4-7 KRTAP4-8 KRTAP4-9 KRTAP5-1 KRTAP5-10 KRTAP5-11 KRTAP5-2 KRTAP5-3 KRTAP5-4 KRTAP5-5 KRTAP5-6 KRTAP5-7 KRTAP5-8 KRTAP5-9 KRTAP6-1 KRTAP6-2 KRTAP6-3 KRTAP8-1 KRTAP9-1 KRTAP9-2 KRTAP9-3 KRTAP9-4 KRTAP9-6 KRTAP9-7 KRTAP9-8 KRTAP9-9 L1CAM LAMA1 LAMA2 LAMB1 LAMC1 LCE1A LCE1B LCE1C LCE1D LCE1E LCE1F LCE2A LCE2B LCE2C LCE2D LCE3A LCE3B LCE3C LCE3D LCE3E LCE4A LCE5A LCE6A LDB1 LEF1 LEFTY1 LEFTY2 LELP1 LEP LEUTX LFNG LGI1 LGI2 LGI3 LGI4 LHX1 LHX2 LHX3 LHX4 LHX9 LIMK1 LIMK2 LIN28A LINC00261 LIPJ LIPK LIPM LIPN LORICRIN LPL LYN LYPLA2 MAFA MAFB MAG MAGOH MAGOHB MAML1 MAML2 MAML3 MAMLD1 MAP2K1 MAP2K2 MAP2K6 MAPK1 MAPK11 MAPK12 MAPK13 MAPK14 MAPK3 MAPK7 MAPK8 MBP MED1 MED10 MED11 MED12 MED13 MED13L MED14 MED15 MED16 MED17 MED18 MED19 MED20 MED21 MED22 MED23 MED24 MED25 MED26 MED27 MED28 MED29 MED30 MED31 MED4 MED6 MED7 MED8 MED9 MEF2A MEF2B MEF2C MEF2D MEIS1 MESP1 MESP2 MET METTL23 MIXL1 MMP2 MMP9 MPZ MSGN1 MSI1 MSN MYB MYC MYF5 MYF6 MYH10 MYH11 MYH14 MYH9 MYL12A MYL12B MYL6 MYL9 MYO10 MYO9B MYOCD MYOD1 MYOG NAB1 NAB2 NANOG NCAM1 NCAN NCBP1 NCBP2 NCK1 NCK2 NCOA1 NCOA2 NCOA3 NCOA6 NCOR1 NCOR2 NCSTN NELL2 NEO1 NEUROD1 NEUROG3 NFASC NFKB1 NGEF NKX2-2 NKX2-5 NKX6-1 NOBOX NODAL NOG NOTCH1 NOTO NPM2 NR2F2 NR5A1 NR5A2 NR6A1 NRAS NRCAM NRP1 NRP2 NRTN NTN1 NTN3 NTN4 NUMB OCLN ONECUT1 ONECUT3 OSR1 OTX2 PABPC1 PABPN1 PABPN1L PADI6 PAGR1 PAIP1 PAIP2 PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 PAX2 PAX4 PAX6 PAX8 PAXIP1 PBX1 PCGF2 PCK1 PCSK6 PDLIM7 PDX1 PERP PFN1 PFN2 PI3 PIAS2 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PIP5K1C PITPNA PKLR PKNOX1 PKP1 PKP2 PKP3 PKP4 PLCG1 PLIN1 PLXNA1 PLXNA2 PLXNA3 PLXNA4 PLXNB1 PLXNB3 PLXNC1 PLXND1 PML PMP22 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L POU3F1 POU3F2 POU5F1 PPARA PPARG PPARGC1A PPL PPP3CB PRDM14 PRKACA PRKACB PRKACG PRKAR2A PRKCA PRKCQ PRM1 PRM2 PRNP PRSS8 PRX PSEN1 PSEN2 PSENEN PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PSPN PTF1A PTGDS PTK2 PTPN11 PTPRA PTPRC RAC1 RANBP9 RAP1GAP RARA RARB RARG RASA1 RBBP4 RBBP5 RBBP7 RBM8A RBPJ RBX1 RDX RELA RELN RET RFX6 RGMA RGMB RHOA RHOB RHOC RIPPLY2 RND1 RNPS1 ROBO1 ROBO2 ROBO3 ROCK1 ROCK2 RPL10 RPL10A RPL10L RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL22L1 RPL23 RPL23A RPL24 RPL26 RPL26L1 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL36AL RPL37 RPL37A RPL38 RPL39 RPL39L RPL3L RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA4 RPS6KA5 RPS6KA6 RPS7 RPS8 RPS9 RPSA RPTN RRAS RUNX1 RXRA SALL1 SALL4 SCD5 SCN10A SCN11A SCN1A SCN1B SCN2A SCN2B SCN3A SCN3B SCN4A SCN4B SCN5A SCN7A SCN8A SCN9A SDC2 SDCBP SEM1 SEMA3A SEMA3E SEMA4A SEMA4D SEMA5A SEMA6A SEMA6D SEMA7A SH3GL2 SH3KBP1 SHC1 SHC3 SHH SHTN1 SIAH1 SIAH2 SLC2A2 SLC2A4 SLIT1 SLIT2 SLIT3 SMAD1 SMAD2 SMAD3 SMAD4 SMARCA4 SMARCD3 SMYD1 SNAI1 SNW1 SOS1 SOS2 SOX1 SOX10 SOX17 SOX2 SOX9 SPAG9 SPI1 SPINK5 SPINK6 SPINK9 SPRR1A SPRR1B SPRR2A SPRR2B SPRR2D SPRR2E SPRR2F SPRR2G SPRR3 SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 SRC SREBF1 SREBF2 SRF SRGAP1 SRGAP2 SRGAP3 SRPK1 SRY ST14 ST8SIA2 ST8SIA4 STAT3 STPG4 STX1A STX1B SUZ12 TAL1 TBL1X TBL1XR1 TBPL2 TBX1 TBX20 TBX5 TBX6 TBXT TCF12 TCF3 TCF4 TCF7 TCF7L2 TCHH TDGF1 TDGF1P3 TEAD1 TEAD2 TEAD4 TET3 TFDP1 TFDP2 TGFB1 TGM1 TGM5 TGS1 THRAP3 TIAM1 TLN1 TNF TNKS1BP1 TP53 TPRX1 TPRX2 TREM2 TRIM33 TRIO TRPC1 TRPC3 TRPC4 TRPC5 TRPC6 TRPC7 TSC22D1 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B TUT4 TUT7 TYROBP UBA52 UBB UBC UHRF1 UNC5A UNC5B UNC5C UNC5D UNG UPF2 UPF3A UPF3B USP33 UTRN VASP VAV2 VAV3 VLDLR WASL WDR5 WNT1 WNT10B WNT3A WNT4 WT1 WWTR1 YAP1 YES1 YY1 ZEB2 ZFP36L2 ZFPM2 ZIC2 ZIC3 ZNF335 ZNF467 ZNF521 ZNF638 ZP2 ZSCAN10 ZSCAN4 ZSWIM8 REACTOME_DEX_H_BOX_HELICASES_ACTIVATE_TYPE_I_IFN_AND_INFLAMMATORY_CYTOKINES_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEX_H_BOX_HELICASES_ACTIVATE_TYPE_I_IFN_AND_INFLAMMATORY_CYTOKINES_PRODUCTION DHX36 DHX9 IRF7 MYD88 NFKB1 NFKB2 RELA REACTOME_DIGESTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DIGESTION ALPI AMY1A AMY1B AMY1C AMY2A AMY2B CEL CHIA CHIT1 CLPS GUCA2A GUCA2B GUCY2C LCT LIPF MGAM PIR PNLIP PNLIPRP1 PNLIPRP2 PNLIPRP3 SI TREH REACTOME_DIGESTION_AND_ABSORPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DIGESTION_AND_ABSORPTION ALPI AMY1A AMY1B AMY1C AMY2A AMY2B CEL CHIA CHIT1 CLPS GUCA2A GUCA2B GUCY2C LCT LIPF MGAM NPC1L1 PIR PNLIP PNLIPRP1 PNLIPRP2 PNLIPRP3 RSC1A1 SI SLC2A2 SLC2A5 SLC5A1 TREH REACTOME_DIGESTION_OF_DIETARY_CARBOHYDRATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DIGESTION_OF_DIETARY_CARBOHYDRATE AMY1A AMY1B AMY1C AMY2A AMY2B CHIA CHIT1 LCT MGAM SI TREH REACTOME_DIGESTION_OF_DIETARY_LIPID https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DIGESTION_OF_DIETARY_LIPID CEL CLPS LIPF PNLIP PNLIPRP1 PNLIPRP2 PNLIPRP3 REACTOME_DISASSEMBLY_OF_THE_DESTRUCTION_COMPLEX_AND_RECRUITMENT_OF_AXIN_TO_THE_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DISASSEMBLY_OF_THE_DESTRUCTION_COMPLEX_AND_RECRUITMENT_OF_AXIN_TO_THE_MEMBRANE AMER1 APC AXIN1 CAV1 CSNK1A1 CSNK1G2 CTNNB1 DVL1 DVL2 DVL3 FRAT1 FRAT2 FZD1 FZD2 FZD5 GSK3B LRP5 LRP6 PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E WNT1 WNT3A WNT8A WNT8B REACTOME_DISEASES_ASSOCIATED_WITH_GLYCOSAMINOGLYCAN_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DISEASES_ASSOCIATED_WITH_GLYCOSAMINOGLYCAN_METABOLISM ACAN AGRN B3GALT6 B3GAT3 B4GALT1 B4GALT7 BCAN BGN CHST14 CHST3 CHST6 CHSY1 CSPG4 CSPG5 DCN EXT1 EXT2 FMOD GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 HEXA HEXB HSPG2 KERA LUM NCAN OGN OMD PAPSS2 PRELP SDC1 SDC2 SDC3 SDC4 SLC26A2 ST3GAL3 VCAN REACTOME_DISEASES_ASSOCIATED_WITH_GLYCOSYLATION_PRECURSOR_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DISEASES_ASSOCIATED_WITH_GLYCOSYLATION_PRECURSOR_BIOSYNTHESIS DHDDS DOLK DPM1 DPM2 DPM3 GALE GALK1 GALT GFPT1 GNE MPI NUS1 PGM1 PMM2 SRD5A3 REACTOME_DISEASES_ASSOCIATED_WITH_N_GLYCOSYLATION_OF_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DISEASES_ASSOCIATED_WITH_N_GLYCOSYLATION_OF_PROTEINS ALG1 ALG11 ALG12 ALG13 ALG14 ALG2 ALG3 ALG6 ALG8 ALG9 B4GALT1 CTSA DPAGT1 GLB1 MAN1B1 MGAT2 MOGS MPDU1 NEU1 RFT1 REACTOME_DISEASES_ASSOCIATED_WITH_O_GLYCOSYLATION_OF_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DISEASES_ASSOCIATED_WITH_O_GLYCOSYLATION_OF_PROTEINS ADAMTS1 ADAMTS10 ADAMTS12 ADAMTS13 ADAMTS14 ADAMTS15 ADAMTS16 ADAMTS17 ADAMTS18 ADAMTS19 ADAMTS2 ADAMTS20 ADAMTS3 ADAMTS4 ADAMTS5 ADAMTS6 ADAMTS7 ADAMTS8 ADAMTS9 ADAMTSL1 ADAMTSL2 ADAMTSL3 ADAMTSL4 ADAMTSL5 B3GLCT B4GAT1 C1GALT1 C1GALT1C1 CFP DAG1 GALNT12 GALNT3 LARGE1 LFNG MUC1 MUC12 MUC13 MUC15 MUC16 MUC17 MUC20 MUC21 MUC3A MUC4 MUC5AC MUC5B MUC6 MUC7 MUCL1 NOTCH1 NOTCH2 NOTCH3 NOTCH4 POMGNT1 POMT1 POMT2 SBSPON SEMA5A SEMA5B SPON1 SPON2 SSPOP THBS1 THBS2 THSD1 THSD4 THSD7A THSD7B REACTOME_DISEASES_ASSOCIATED_WITH_SURFACTANT_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DISEASES_ASSOCIATED_WITH_SURFACTANT_METABOLISM ABCA3 CSF2RA CSF2RB SFTA3 SFTPA1 SFTPA2 SFTPB SFTPC SFTPD SLC34A2 REACTOME_DISEASES_OF_BASE_EXCISION_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DISEASES_OF_BASE_EXCISION_REPAIR MUTYH NEIL1 NEIL3 NTHL1 OGG1 REACTOME_DISEASES_OF_CARBOHYDRATE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DISEASES_OF_CARBOHYDRATE_METABOLISM ALDOB ARSB DCXR EPM2A G6PC1 G6PC3 GAA GALNS GBE1 GLB1 GNS GUSB GYG1 GYG2 GYS1 GYS2 HGSNAT HYAL1 IDS IDUA KHK LCT NAGLU NHLRC1 PPP1R3C RPIA RPS27A SGSH SI SLC37A4 TALDO1 UBA52 UBB UBC REACTOME_DISEASES_OF_DNA_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DISEASES_OF_DNA_REPAIR ATM ATR ATRIP BARD1 BLM BRCA1 BRCA2 BRIP1 DNA2 EXO1 HUS1 KAT5 MLH1 MRE11 MSH2 MSH3 MSH6 MUTYH NBN NEIL1 NEIL3 NTHL1 OGG1 PALB2 PMS2 RAD1 RAD17 RAD50 RAD51 RAD51AP1 RAD51B RAD51C RAD51D RAD9A RAD9B RBBP8 RFC2 RFC3 RFC4 RFC5 RHNO1 RMI1 RMI2 RPA1 RPA2 RPA3 SEM1 TOP3A TOPBP1 WRN XRCC2 REACTOME_DISEASES_OF_GLYCOSYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DISEASES_OF_GLYCOSYLATION ACAN ADAMTS1 ADAMTS10 ADAMTS12 ADAMTS13 ADAMTS14 ADAMTS15 ADAMTS16 ADAMTS17 ADAMTS18 ADAMTS19 ADAMTS2 ADAMTS20 ADAMTS3 ADAMTS4 ADAMTS5 ADAMTS6 ADAMTS7 ADAMTS8 ADAMTS9 ADAMTSL1 ADAMTSL2 ADAMTSL3 ADAMTSL4 ADAMTSL5 AGRN ALG1 ALG11 ALG12 ALG13 ALG14 ALG2 ALG3 ALG6 ALG8 ALG9 B3GALT6 B3GAT3 B3GLCT B4GALT1 B4GALT7 B4GAT1 BCAN BGN C1GALT1 C1GALT1C1 CFP CHST14 CHST3 CHST6 CHSY1 CSPG4 CSPG5 CTSA DAG1 DCN DHDDS DOLK DPAGT1 DPM1 DPM2 DPM3 EXT1 EXT2 FMOD GALE GALK1 GALNT12 GALNT3 GALT GFPT1 GLB1 GNE GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 HEXA HEXB HSPG2 KERA LARGE1 LFNG LUM MAN1B1 MGAT2 MOGS MPDU1 MPI MUC1 MUC12 MUC13 MUC15 MUC16 MUC17 MUC20 MUC21 MUC3A MUC4 MUC5AC MUC5B MUC6 MUC7 MUCL1 NCAN NEU1 NOTCH1 NOTCH2 NOTCH3 NOTCH4 NUS1 OGN OMD PAPSS2 PGM1 PMM2 POMGNT1 POMT1 POMT2 PRELP RFT1 SBSPON SDC1 SDC2 SDC3 SDC4 SEMA5A SEMA5B SLC26A2 SPON1 SPON2 SRD5A3 SSPOP ST3GAL3 THBS1 THBS2 THSD1 THSD4 THSD7A THSD7B VCAN REACTOME_DISEASES_OF_IMMUNE_SYSTEM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DISEASES_OF_IMMUNE_SYSTEM BTK CD14 CD36 CHUK FGA FGB FGG HMGB1 IKBKB IKBKG IRAK4 LY96 MYD88 NFKB1 NFKB2 NFKBIA RELA S100A1 S100A8 S100A9 TICAM1 TIRAP TLR1 TLR10 TLR2 TLR3 TLR4 TLR5 TLR6 TRAF3 UNC93B1 REACTOME_DISEASES_OF_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DISEASES_OF_METABOLISM ABCA3 ABCD4 ACACA ACAN ACY1 ADA ADAMTS1 ADAMTS10 ADAMTS12 ADAMTS13 ADAMTS14 ADAMTS15 ADAMTS16 ADAMTS17 ADAMTS18 ADAMTS19 ADAMTS2 ADAMTS20 ADAMTS3 ADAMTS4 ADAMTS5 ADAMTS6 ADAMTS7 ADAMTS8 ADAMTS9 ADAMTSL1 ADAMTSL2 ADAMTSL3 ADAMTSL4 ADAMTSL5 AGRN AHCY ALDOB ALG1 ALG11 ALG12 ALG13 ALG14 ALG2 ALG3 ALG6 ALG8 ALG9 AMN APRT ARSB B3GALT6 B3GAT3 B3GLCT B4GALT1 B4GALT7 B4GAT1 BCAN BGN BTD C1GALT1 C1GALT1C1 CBLIF CD320 CFP CHST14 CHST3 CHST6 CHSY1 CSF2RA CSF2RB CSPG4 CSPG5 CTSA CUBN CYP11A1 CYP11B1 CYP11B2 CYP17A1 CYP19A1 CYP1B1 CYP21A2 CYP24A1 CYP26B1 CYP26C1 CYP27A1 CYP27B1 CYP2R1 CYP2U1 CYP4F22 CYP7B1 DAG1 DCN DCXR DHDDS DOLK DPAGT1 DPM1 DPM2 DPM3 EPM2A EXT1 EXT2 FDX1 FDX2 FDXR FMO3 FMOD G6PC1 G6PC3 GAA GALE GALK1 GALNS GALNT12 GALNT3 GALT GBE1 GCLC GCLM GFPT1 GGT1 GLB1 GNE GNS GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 GSS GUSB GYG1 GYG2 GYS1 GYS2 HEXA HEXB HGSNAT HLCS HPRT1 HSPG2 HYAL1 IDH1 IDS IDUA KERA KHK LARGE1 LCT LFNG LMBRD1 LUM MAN1B1 MAOA MAT1A MC2R MCCC1 MCCC2 MGAT2 MMAA MMAB MMACHC MMADHC MMUT MOGS MPDU1 MPI MTR MTRR MUC1 MUC12 MUC13 MUC15 MUC16 MUC17 MUC20 MUC21 MUC3A MUC4 MUC5AC MUC5B MUC6 MUC7 MUCL1 NAGLU NCAN NEU1 NHLRC1 NOTCH1 NOTCH2 NOTCH3 NOTCH4 NUS1 OGN OMD OPLAH PAH PAPSS2 PC PCCA PCCB PGM1 PMM2 PNP POMC POMGNT1 POMT1 POMT2 PPP1R3C PRELP RFT1 RPIA RPS27A SBSPON SDC1 SDC2 SDC3 SDC4 SEMA5A SEMA5B SFTA3 SFTPA1 SFTPA2 SFTPB SFTPC SFTPD SGSH SI SLC26A2 SLC34A2 SLC35D1 SLC37A4 SPON1 SPON2 SRD5A3 SSPOP ST3GAL3 TALDO1 TBXAS1 TCN2 THBS1 THBS2 THSD1 THSD4 THSD7A THSD7B TPMT UBA52 UBB UBC UGT1A1 UGT1A4 VCAN REACTOME_DISEASES_OF_MISMATCH_REPAIR_MMR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DISEASES_OF_MISMATCH_REPAIR_MMR MLH1 MSH2 MSH3 MSH6 PMS2 REACTOME_DISEASES_OF_MITOTIC_CELL_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DISEASES_OF_MITOTIC_CELL_CYCLE ANAPC1 ANAPC10 ANAPC11 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 ATRX CCND1 CCND2 CCND3 CCNE1 CCNE2 CDC16 CDC23 CDC26 CDC27 CDK2 CDK4 CDK6 CDKN1A CDKN1B CDKN1C DAXX E2F1 E2F2 E2F3 FZR1 RB1 SKP2 TFDP1 TFDP2 UBE2C UBE2D1 UBE2E1 UBE2S REACTOME_DISEASES_OF_PROGRAMMED_CELL_DEATH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DISEASES_OF_PROGRAMMED_CELL_DEATH APP BCL2L11 C1QBP CAPN1 CAPN2 CAPNS1 CAPNS2 CASP8 CAST CDC25A CDC25B CDC25C CDK5 CDK5R1 CDKN2A DNMT1 DNMT3A DNMT3B EED EZH2 FADD FASLG FOXO3 GOLGA2 GSDME H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 JUN LMNA LMNB1 MLKL POLA1 POLA2 PRDX1 PRDX2 PRIM1 PRIM2 RBBP4 RBBP7 RIPK1 RIPK3 SOD2 SUZ12 TP53 TRADD TRAF2 YWHAE REACTOME_DISEASES_OF_SIGNAL_TRANSDUCTION_BY_GROWTH_FACTOR_RECEPTORS_AND_SECOND_MESSENGERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DISEASES_OF_SIGNAL_TRANSDUCTION_BY_GROWTH_FACTOR_RECEPTORS_AND_SECOND_MESSENGERS ACTB ACTG1 ADAM10 ADAM17 AGGF1 AGK AGTRAP AKAP9 AKT1 AKT1S1 AKT2 AKT3 ALK AMER1 AP3B1 APBB1IP APC APH1A APH1B ARAF AREG ARRB1 ARRB2 ATG7 ATIC AXIN1 BAD BAG4 BCL11A BCL2A1 BCL2L1 BCL2L11 BCR BIN2 BIRC6 BRAF BRAP BTC CALM1 CAMK2A CAMK2B CAMK2D CAMK2G CARS1 CASP9 CBL CCNC CD19 CD28 CD80 CD86 CDC37 CDK8 CDKN1A CDKN1B CEBPB CEP43 CHUK CLCN6 CLTC CNKSR1 CNKSR2 CNTRL CPSF6 CREB1 CREBBP CSK CSNK1A1 CTBP1 CTBP2 CTNNB1 CUL1 CUX1 DCTN1 DERL2 DHH DKK1 DKK2 DKK4 DLL1 DLL4 DUSP10 DUSP16 DUSP6 DUSP7 DUSP8 DUSP9 EEF1G EGF EGFR EIF2AK3 EML4 EP300 EPGN ERBB2 ERBB3 ERBB4 ERBIN EREG ERLEC1 ERLIN2 ESR1 ESR2 ESRP1 ETV6 FAM114A2 FAM131B FBXW7 FGA FGB FGF1 FGF10 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FGFR1OP2 FGFR2 FGFR3 FGFR4 FGG FIP1L1 FKBP1A FLT3 FLT3LG FN1 FOXO1 FOXO3 FOXO4 FOXO6 FRS2 FRS3 FXR1 FYN FZD4 FZD5 FZD6 FZD8 GAB1 GAB2 GCC2 GOLGA4 GOLGB1 GRB2 GSK3A GSK3B GTF2F1 GTF2F2 HBEGF HDAC1 HDAC10 HDAC11 HDAC2 HDAC3 HDAC4 HDAC5 HDAC6 HDAC7 HDAC8 HDAC9 HES1 HES5 HEY1 HEY2 HEYL HGF HHAT HIP1 HRAS HSP90AA1 ICOS IHH IQGAP1 IRS1 IRS2 ITGA2B ITGB3 JAG1 JAG2 JAK2 JUNB KANK1 KAT2A KAT2B KDM7A KDR KIAA1549 KIF5B KIT KITLG KL KLB KLC1 KRAS KREMEN1 KREMEN2 KSR1 KSR2 LCK LMNA LMO7 LRP5 LRP6 LRRFIP1 LYN MAML1 MAML2 MAML3 MAMLD1 MAP2K1 MAP2K2 MAP3K11 MAPK1 MAPK3 MAPKAP1 MARK3 MDM2 MECP2 MET MIB1 MIB2 MLST8 MPRIP MRAS MSN MTOR MYC MYH9 MYO18A NCBP1 NCBP2 NCOR1 NCOR2 NCSTN NEURL1 NEURL1B NF1 NOTCH1 NOX4 NPM1 NR4A1 NRAS NRG1 NRG2 NRG3 NRG4 OS9 PAPSS1 PDGFA PDGFB PDGFRA PDGFRB PDPK1 PEBP1 PHB1 PIK3AP1 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PIM1 PLCG1 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L PORCN PPFIBP1 PPM1B PPP1CB PPP1CC PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PRKAR1A PRR5 PSEN1 PSEN2 PSENEN PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTEN PTPN11 PTPN12 QKI RAC1 RAC2 RAF1 RANBP2 RAP1A RAP1B RBPJ RBX1 RHOG RICTOR RNF213 RNF43 RPS27A RPS6 RPS6KB2 RRBP1 SEC31A SEL1L SEM1 SHC1 SHH SHOC2 SKP1 SMAD2 SMAD3 SMAD4 SND1 SNW1 SOS1 SPRED1 SPRED2 SPRED3 SPTBN1 SQSTM1 SRC STAT1 STAT3 STAT5A STAT5B STRN SYVN1 TBL1X TBL1XR1 TCF7L2 TENT4A TFG TGFA TGFB1 TGFBR1 TGFBR2 TLN1 TNKS TNKS2 TPM3 TPM4 TPR TRAK1 TRAT1 TRIM24 TRIP11 TSC2 UBA52 UBB UBC VAV1 VCL VCP VWF WDCP WDR48 WNT3A YES1 YWHAB ZC3HAV1 ZC3HC1 ZFYVE9 ZMYM2 REACTOME_DISINHIBITION_OF_SNARE_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DISINHIBITION_OF_SNARE_FORMATION PRKCA PRKCB PRKCG STX4 STXBP3 REACTOME_DISORDERS_OF_TRANSMEMBRANE_TRANSPORTERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DISORDERS_OF_TRANSMEMBRANE_TRANSPORTERS AAAS ABCA1 ABCA12 ABCA3 ABCB11 ABCB4 ABCB6 ABCC2 ABCC6 ABCC8 ABCC9 ABCD1 ABCD4 ABCG5 ABCG8 APOA1 AVP AVPR1A AVPR1B AVPR2 BSG CFTR CP DERL1 DERL2 DERL3 ERLEC1 ERLIN1 ERLIN2 GCK GCKR HEPH HK1 KCNJ11 LMBRD1 NDC1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 OS9 POM121 POM121C PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RAE1 RANBP2 RHAG RNF185 RNF5 RPS27A SEC13 SEH1L SEL1L SEM1 SLC11A2 SLC12A1 SLC12A3 SLC12A6 SLC16A1 SLC17A5 SLC17A8 SLC1A1 SLC1A3 SLC20A2 SLC22A12 SLC22A18 SLC22A5 SLC24A1 SLC24A4 SLC24A5 SLC26A2 SLC26A3 SLC26A4 SLC27A4 SLC29A3 SLC2A1 SLC2A10 SLC2A2 SLC2A9 SLC33A1 SLC34A1 SLC34A2 SLC34A3 SLC35A1 SLC35A2 SLC35A3 SLC35C1 SLC36A2 SLC39A4 SLC3A1 SLC3A2 SLC40A1 SLC4A1 SLC4A4 SLC5A1 SLC5A2 SLC5A5 SLC5A7 SLC6A14 SLC6A18 SLC6A19 SLC6A2 SLC6A20 SLC6A3 SLC6A5 SLC7A7 SLC7A9 SLC9A6 SLC9A9 SLCO1B1 SLCO1B3 SLCO2A1 TPR UBA52 UBB UBC VCP REACTOME_DISPLACEMENT_OF_DNA_GLYCOSYLASE_BY_APEX1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DISPLACEMENT_OF_DNA_GLYCOSYLASE_BY_APEX1 APEX1 MBD4 MPG MUTYH NTHL1 OGG1 SMUG1 TDG UNG REACTOME_DISSOLUTION_OF_FIBRIN_CLOT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DISSOLUTION_OF_FIBRIN_CLOT ANXA2 HRG PLAT PLAU PLAUR PLG S100A10 SERPINB2 SERPINB6 SERPINB8 SERPINE1 SERPINE2 SERPINF2 REACTOME_DNA_DAMAGE_BYPASS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DNA_DAMAGE_BYPASS CUL4A CUL4B DDB1 DTL ISG15 MAD2L2 NPLOC4 PCLAF PCNA POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POLH POLI POLK RAD18 RBX1 RCHY1 REV1 REV3L RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 RPS27A SPRTN TRIM25 UBA52 UBA7 UBB UBC UBE2B UBE2L6 UFD1 USP1 USP10 USP43 VCP WDR48 REACTOME_DNA_DAMAGE_RECOGNITION_IN_GG_NER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DNA_DAMAGE_RECOGNITION_IN_GG_NER ACTB ACTL6A ACTR5 ACTR8 CETN2 COPS2 COPS3 COPS4 COPS5 COPS6 COPS7A COPS7B COPS8 CUL4A CUL4B DDB1 DDB2 GPS1 INO80 INO80B INO80C INO80D INO80E MCRS1 NFRKB PARP1 PARP2 RAD23A RAD23B RBX1 RPS27A RUVBL1 TFPT UBA52 UBB UBC XPC YY1 REACTOME_DNA_DAMAGE_REVERSAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DNA_DAMAGE_REVERSAL ALKBH2 ALKBH3 ALKBH5 ASCC1 ASCC2 ASCC3 FTO MGMT REACTOME_DNA_DAMAGE_TELOMERE_STRESS_INDUCED_SENESCENCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DNA_DAMAGE_TELOMERE_STRESS_INDUCED_SENESCENCE ACD ASF1A ATM CABIN1 CCNA1 CCNA2 CCNE1 CCNE2 CDK2 CDKN1A CDKN1B EP400 H1-0 H1-1 H1-2 H1-3 H1-4 H1-5 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-4 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HIRA HMGA1 HMGA2 KAT5 LMNB1 MRE11 NBN POT1 RAD50 RB1 TERF1 TERF2 TERF2IP TINF2 TP53 UBN1 REACTOME_DNA_DOUBLE_STRAND_BREAK_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DNA_DOUBLE_STRAND_BREAK_REPAIR ABL1 ABRAXAS1 APBB1 ATM ATR ATRIP BABAM1 BABAM2 BAP1 BARD1 BAZ1B BLM BRCA1 BRCA2 BRCC3 BRIP1 CCNA1 CCNA2 CDK2 CHEK1 CHEK2 CLSPN DCLRE1C DNA2 EME1 EME2 ERCC1 ERCC4 EXO1 EYA1 EYA2 EYA3 EYA4 FEN1 GEN1 H2AX H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-4 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HERC2 HUS1 KAT5 KDM4A KDM4B KPNA2 LIG3 LIG4 MAPK8 MDC1 MRE11 MUS81 NBN NHEJ1 NSD2 PALB2 PARP1 PARP2 PAXIP1 PCNA PIAS4 POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POLH POLK POLL POLM POLQ PPP4C PPP4R2 PPP5C PRKDC RAD1 RAD17 RAD50 RAD51 RAD51AP1 RAD51B RAD51C RAD51D RAD52 RAD9A RAD9B RBBP8 RFC1 RFC2 RFC3 RFC4 RFC5 RHNO1 RIF1 RMI1 RMI2 RNF168 RNF4 RNF8 RPA1 RPA2 RPA3 RPS27A RTEL1 SEM1 SIRT6 SLX1A SLX1B SLX4 SMARCA5 SPIDR SUMO1 SUMO2 TDP1 TDP2 TIMELESS TIPIN TOP3A TOPBP1 TP53 TP53BP1 UBA52 UBB UBC UBE2I UBE2N UBE2V2 UBXN1 UIMC1 WRN XRCC1 XRCC2 XRCC3 XRCC4 XRCC5 XRCC6 REACTOME_DNA_DOUBLE_STRAND_BREAK_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DNA_DOUBLE_STRAND_BREAK_RESPONSE ABL1 ABRAXAS1 APBB1 ATM BABAM1 BABAM2 BAP1 BARD1 BAZ1B BRCA1 BRCC3 CHEK2 EYA1 EYA2 EYA3 EYA4 H2AX H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-4 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HERC2 KAT5 KDM4A KDM4B KPNA2 MAPK8 MDC1 MRE11 NBN NSD2 PIAS4 PPP5C RAD50 RNF168 RNF8 RPS27A SMARCA5 SUMO1 TP53 TP53BP1 UBA52 UBB UBC UBE2I UBE2N UBE2V2 UBXN1 UIMC1 REACTOME_DNA_METHYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DNA_METHYLATION DNMT1 DNMT3A DNMT3B DNMT3L H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 UHRF1 REACTOME_DNA_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DNA_REPAIR ABL1 ABRAXAS1 ACD ACTB ACTL6A ACTR5 ACTR8 ADPRS ALKBH2 ALKBH3 ALKBH5 APBB1 APEX1 AQR ASCC1 ASCC2 ASCC3 ATM ATR ATRIP BABAM1 BABAM2 BAP1 BARD1 BAZ1B BLM BRCA1 BRCA2 BRCC3 BRIP1 CCNA1 CCNA2 CCNH CDK2 CDK7 CENPS CENPX CETN2 CHD1L CHEK1 CHEK2 CLSPN COPS2 COPS3 COPS4 COPS5 COPS6 COPS7A COPS7B COPS8 CUL4A CUL4B DCLRE1A DCLRE1B DCLRE1C DDB1 DDB2 DNA2 DTL ELL EME1 EME2 EP300 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 EXO1 EYA1 EYA2 EYA3 EYA4 FAAP100 FAAP20 FAAP24 FAN1 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FEN1 FTO GEN1 GPS1 GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-4 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HERC2 HMGN1 HUS1 INO80 INO80B INO80C INO80D INO80E ISG15 ISY1 KAT5 KDM4A KDM4B KPNA2 LIG1 LIG3 LIG4 MAD2L2 MAPK8 MBD4 MCRS1 MDC1 MGMT MLH1 MNAT1 MPG MRE11 MSH2 MSH3 MSH6 MUS81 MUTYH NBN NEIL1 NEIL2 NEIL3 NFRKB NHEJ1 NPLOC4 NSD2 NTHL1 OGG1 PALB2 PARG PARP1 PARP2 PAXIP1 PCLAF PCNA PIAS1 PIAS3 PIAS4 PMS2 PNKP POLB POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POLH POLI POLK POLL POLM POLN POLQ POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L POT1 PPIE PPP4C PPP4R2 PPP5C PRKDC PRPF19 RAD1 RAD17 RAD18 RAD23A RAD23B RAD50 RAD51 RAD51AP1 RAD51B RAD51C RAD51D RAD52 RAD9A RAD9B RBBP8 RBX1 RCHY1 REV1 REV3L RFC1 RFC2 RFC3 RFC4 RFC5 RHNO1 RIF1 RMI1 RMI2 RNF111 RNF168 RNF4 RNF8 RPA1 RPA2 RPA3 RPS27A RTEL1 RUVBL1 SEM1 SIRT6 SLX1A SLX1B SLX4 SMARCA5 SMUG1 SPIDR SPRTN SUMO1 SUMO2 SUMO3 TCEA1 TDG TDP1 TDP2 TERF1 TERF2 TERF2IP TFPT TIMELESS TINF2 TIPIN TOP3A TOPBP1 TP53 TP53BP1 TRIM25 UBA52 UBA7 UBB UBC UBE2B UBE2I UBE2L6 UBE2N UBE2T UBE2V2 UBXN1 UFD1 UIMC1 UNG USP1 USP10 USP43 USP45 USP7 UVSSA VCP WDR48 WRN XAB2 XPA XPC XRCC1 XRCC2 XRCC3 XRCC4 XRCC5 XRCC6 YY1 ZNF830 REACTOME_DNA_REPLICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DNA_REPLICATION ANAPC1 ANAPC10 ANAPC11 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 CCNA1 CCNA2 CCNE1 CCNE2 CDC16 CDC23 CDC26 CDC27 CDC45 CDC6 CDC7 CDK2 CDT1 CUL1 DBF4 DNA2 FEN1 FZR1 GINS1 GINS2 GINS3 GINS4 GMNN H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 KPNA1 KPNA6 KPNB1 LIG1 MCM10 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 ORC1 ORC2 ORC3 ORC4 ORC5 ORC6 PCNA POLA1 POLA2 POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 PRIM1 PRIM2 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RBX1 RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 RPA4 RPS27A SEM1 SKP1 SKP2 UBA52 UBB UBC UBE2C UBE2D1 UBE2E1 UBE2S REACTOME_DNA_REPLICATION_INITIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DNA_REPLICATION_INITIATION POLA1 POLA2 POLE POLE2 POLE3 POLE4 PRIM1 PRIM2 REACTOME_DNA_REPLICATION_PRE_INITIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DNA_REPLICATION_PRE_INITIATION ANAPC1 ANAPC10 ANAPC11 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 CDC16 CDC23 CDC26 CDC27 CDC45 CDC6 CDC7 CDK2 CDT1 DBF4 FZR1 GMNN H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 KPNA1 KPNA6 KPNB1 MCM10 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 ORC1 ORC2 ORC3 ORC4 ORC5 ORC6 POLA1 POLA2 POLE POLE2 POLE3 POLE4 PRIM1 PRIM2 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMB1 PSMB10 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSMF1 RPA1 RPA2 RPA3 RPA4 RPS27A SEM1 UBA52 UBB UBC UBE2C UBE2D1 UBE2E1 UBE2S REACTOME_DNA_STRAND_ELONGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DNA_STRAND_ELONGATION CDC45 DNA2 FEN1 GINS1 GINS2 GINS3 GINS4 LIG1 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 PCNA POLA1 POLA2 POLD1 POLD2 POLD3 POLD4 PRIM1 PRIM2 RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 REACTOME_DOPAMINE_CLEARANCE_FROM_THE_SYNAPTIC_CLEFT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DOPAMINE_CLEARANCE_FROM_THE_SYNAPTIC_CLEFT COMT LRRC51 LRTOMT MAOA SLC6A3 REACTOME_DOPAMINE_NEUROTRANSMITTER_RELEASE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DOPAMINE_NEUROTRANSMITTER_RELEASE_CYCLE APBA1 CASK CPLX1 LIN7A LIN7B LIN7C PPFIA1 PPFIA2 PPFIA3 PPFIA4 RAB3A RIMS1 SLC18A2 SNAP25 STX1A STXBP1 SYN1 SYN2 SYN3 SYT1 TSPOAP1 UNC13B VAMP2 REACTOME_DOPAMINE_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DOPAMINE_RECEPTORS DRD1 DRD2 DRD3 DRD4 DRD5 REACTOME_DOWNREGULATION_OF_ERBB2_ERBB3_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DOWNREGULATION_OF_ERBB2_ERBB3_SIGNALING AKT1 AKT2 AKT3 ERBB2 ERBB3 NRG1 NRG2 RNF41 RPS27A UBA52 UBB UBC USP8 REACTOME_DOWNREGULATION_OF_ERBB2_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DOWNREGULATION_OF_ERBB2_SIGNALING AKT1 AKT2 AKT3 BTC CDC37 CUL5 EGF EGFR ERBB2 ERBB3 ERBB4 ERBIN EREG HBEGF HSP90AA1 MATK NRG1 NRG2 NRG3 NRG4 PTPN12 PTPN18 RNF41 RPS27A STUB1 UBA52 UBB UBC USP8 REACTOME_DOWNREGULATION_OF_ERBB4_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DOWNREGULATION_OF_ERBB4_SIGNALING ERBB4 ITCH NEDD4 RPS27A SRC UBA52 UBB UBC WWP1 REACTOME_DOWNREGULATION_OF_SMAD2_3_SMAD4_TRANSCRIPTIONAL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DOWNREGULATION_OF_SMAD2_3_SMAD4_TRANSCRIPTIONAL_ACTIVITY ATP1B4 HDAC1 MAPK1 MAPK3 NCOR1 NCOR2 NEDD4L PARP1 PPM1A RNF111 RPS27A SERPINE1 SKI SKIL SMAD2 SMAD3 SMAD4 SMAD7 SMURF2 SNW1 STAT1 TGIF1 TGIF2 TRIM33 UBA52 UBB UBC UBE2D1 UBE2D3 USP9X WWTR1 REACTOME_DOWNREGULATION_OF_TGF_BETA_RECEPTOR_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DOWNREGULATION_OF_TGF_BETA_RECEPTOR_SIGNALING BAMBI MTMR4 NEDD4L PMEPA1 PPP1CA PPP1CB PPP1CC PPP1R15A RPS27A SMAD2 SMAD3 SMAD7 SMURF1 SMURF2 STRAP STUB1 TGFB1 TGFBR1 TGFBR2 UBA52 UBB UBC UCHL5 USP15 XPO1 ZFYVE9 REACTOME_DOWNSTREAM_SIGNALING_EVENTS_OF_B_CELL_RECEPTOR_BCR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DOWNSTREAM_SIGNALING_EVENTS_OF_B_CELL_RECEPTOR_BCR BCL10 BTRC CALM1 CARD11 CHUK CUL1 FBXW11 FKBP1A HRAS IKBKB IKBKG KRAS MALT1 MAP3K7 NFATC1 NFATC2 NFATC3 NFKB1 NFKBIA NFKBIB NFKBIE NRAS PPIA PPP3CA PPP3CB PPP3R1 PRKCB PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RASGRP1 RASGRP3 REL RELA RPS27A SEM1 SKP1 UBA52 UBB UBC REACTOME_DOWNSTREAM_SIGNALING_OF_ACTIVATED_FGFR1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DOWNSTREAM_SIGNALING_OF_ACTIVATED_FGFR1 FGF1 FGF10 FGF17 FGF2 FGF20 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF8 FGF9 FGFR1 FLRT1 FLRT2 FLRT3 FRS2 FRS3 GAB1 GRB2 HRAS KL KRAS NRAS PIK3CA PIK3R1 PLCG1 PTPN11 SHC1 SOS1 REACTOME_DOWNSTREAM_SIGNALING_OF_ACTIVATED_FGFR2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DOWNSTREAM_SIGNALING_OF_ACTIVATED_FGFR2 FGF1 FGF10 FGF16 FGF17 FGF18 FGF2 FGF20 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR2 FRS2 FRS3 GAB1 GRB2 HRAS KRAS NRAS PIK3CA PIK3R1 PLCG1 PTPN11 SHC1 SOS1 REACTOME_DOWNSTREAM_SIGNALING_OF_ACTIVATED_FGFR3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DOWNSTREAM_SIGNALING_OF_ACTIVATED_FGFR3 FGF1 FGF16 FGF17 FGF18 FGF2 FGF20 FGF23 FGF4 FGF5 FGF8 FGF9 FGFR3 FRS2 FRS3 GAB1 GRB2 HRAS KRAS NRAS PIK3CA PIK3R1 PLCG1 PTPN11 SHC1 SOS1 REACTOME_DOWNSTREAM_SIGNALING_OF_ACTIVATED_FGFR4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DOWNSTREAM_SIGNALING_OF_ACTIVATED_FGFR4 FGF1 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF23 FGF4 FGF6 FGF8 FGF9 FGFR4 FRS2 FRS3 GAB1 GRB2 HRAS KLB KRAS NRAS PIK3CA PIK3R1 PLCG1 PTPN11 SHC1 SOS1 REACTOME_DOWNSTREAM_SIGNAL_TRANSDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DOWNSTREAM_SIGNAL_TRANSDUCTION BCAR1 CRK CRKL GRB2 GRB7 HRAS KRAS NCK1 NCK2 NRAS PDGFA PDGFB PDGFRA PDGFRB PIK3CA PIK3CB PIK3R1 PIK3R2 PLCG1 PTPN11 RAPGEF1 RASA1 SOS1 SRC STAT1 STAT3 STAT5A STAT5B STAT6 REACTOME_DRUG_ADME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DRUG_ADME ABCB1 ABCC1 ABCC2 ABCC3 ABCC4 ABCC5 ABCG2 ACSM2A ACSM2B ACSM4 ACSM5 ACY1 ADA ADAL ADH1A ADK AKR1C1 ALB BCHE BSG CES1 CES2 CNDP2 CYP2C19 CYP2C8 CYP2C9 CYP2D6 CYP2E1 CYP3A4 GGT1 GGT5 GGT6 GGT7 GLYAT GLYATL1 GLYATL2 GLYATL3 GMPS GSTA1 GSTA2 GSTM1 GSTP1 GSTT1 GUK1 HPRT1 HSD11B1 HSD11B2 IMPDH1 IMPDH2 ITPA NAT1 NAT2 NME1 NME2 NT5C2 NUDT15 PCK1 PNP PON1 PON3 RAC1 SERPINA6 SLC16A1 SLC22A1 SLC22A2 SLC22A3 SLC22A7 SLC22A8 SLC28A2 SLC28A3 SLC29A1 SLC29A2 SLC29A3 SLCO1A2 SLCO1B1 SLCO1B3 SLCO2B1 SULT1A1 SULT1A3 SULT1A4 SULT1C4 SULT1E1 SULT2A1 TPMT UGT1A1 UGT1A10 UGT1A3 UGT1A4 UGT1A5 UGT1A6 UGT1A7 UGT1A8 UGT1A9 UGT2A1 UGT2A2 UGT2A3 UGT2B10 UGT2B11 UGT2B15 UGT2B17 UGT2B28 UGT2B4 UGT2B7 UGT3A1 UGT3A2 VAV1 VAV2 VAV3 XDH REACTOME_DRUG_MEDIATED_INHIBITION_OF_CDK4_CDK6_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DRUG_MEDIATED_INHIBITION_OF_CDK4_CDK6_ACTIVITY CCND1 CCND2 CCND3 CDK4 CDK6 REACTOME_DSCAM_INTERACTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DSCAM_INTERACTIONS DCC DSCAM DSCAML1 MAPK11 MAPK12 MAPK13 MAPK14 MAPK8 NTN1 PAK1 RAC1 REACTOME_DUAL_INCISION_IN_GG_NER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DUAL_INCISION_IN_GG_NER CHD1L CUL4A CUL4B DDB1 DDB2 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 PARP1 PARP2 PCNA POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POLK RBX1 RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 RPS27A UBA52 UBB UBC XPA REACTOME_DUAL_INCISION_IN_TC_NER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DUAL_INCISION_IN_TC_NER AQR CCNH CDK7 CUL4A CUL4B DDB1 EP300 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 HMGN1 ISY1 MNAT1 PCNA POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POLK POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L PPIE PRPF19 RBX1 RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 RPS27A TCEA1 UBA52 UBB UBC USP7 UVSSA XAB2 XPA ZNF830 REACTOME_E2F_ENABLED_INHIBITION_OF_PRE_REPLICATION_COMPLEX_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_E2F_ENABLED_INHIBITION_OF_PRE_REPLICATION_COMPLEX_FORMATION CCNB1 CDK1 MCM8 ORC1 ORC2 ORC3 ORC4 ORC5 ORC6 REACTOME_E2F_MEDIATED_REGULATION_OF_DNA_REPLICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_E2F_MEDIATED_REGULATION_OF_DNA_REPLICATION CCNB1 CDK1 E2F1 MCM8 ORC1 ORC2 ORC3 ORC4 ORC5 ORC6 POLA1 POLA2 PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R3B PRIM1 PRIM2 RB1 TFDP1 TFDP2 REACTOME_E3_UBIQUITIN_LIGASES_UBIQUITINATE_TARGET_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_E3_UBIQUITIN_LIGASES_UBIQUITINATE_TARGET_PROTEINS BCL10 CDC73 CTR9 DERL1 H2BC1 H2BC10 H2BC11 H2BC12 H2BC13 H2BC14 H2BC15 H2BC17 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 HLA-A HLTF LEO1 PAF1 PCNA PEX10 PEX12 PEX13 PEX14 PEX2 PEX5 PRKDC RAD18 RNF144A RNF152 RNF181 RNF20 RNF40 RPS27A RRAGA RTF1 SELENOS SHPRH SKIC8 TMEM129 UBA52 UBB UBC UBE2A UBE2B UBE2D1 UBE2D2 UBE2D3 UBE2E1 UBE2J2 UBE2L3 UBE2N UBE2V2 VCP WAC REACTOME_EARLY_PHASE_OF_HIV_LIFE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_EARLY_PHASE_OF_HIV_LIFE_CYCLE BANF1 CCR5 CD4 CXCR4 FEN1 HMGA1 KPNA1 LIG1 LIG4 PPIA PSIP1 XRCC4 XRCC5 XRCC6 REACTOME_EARLY_SARS_COV_2_INFECTION_EVENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_EARLY_SARS_COV_2_INFECTION_EVENTS ACE2 AGRN BECN1 CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP6 CHMP7 CTSL DDX5 FURIN GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 HAVCR1 HSPG2 ISCU MAP1LC3B NRP1 PIK3C3 PIK3R4 RB1 SDC1 SDC2 SDC3 SDC4 TMPRSS2 UVRAG VCP VHL ZCRB1 REACTOME_ECM_PROTEOGLYCANS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ECM_PROTEOGLYCANS ACAN AGRN APP ASPN BCAN BGN COL1A1 COL1A2 COL2A1 COL3A1 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 COL5A1 COL5A2 COL5A3 COL6A1 COL6A2 COL6A3 COL6A5 COL6A6 COL9A1 COL9A2 COL9A3 COMP DAG1 DCN DMP1 DSPP FMOD FN1 HAPLN1 HSPG2 IBSP ITGA2 ITGA2B ITGA7 ITGA8 ITGA9 ITGAV ITGAX ITGB1 ITGB3 ITGB5 ITGB6 LAMA1 LAMA2 LAMA3 LAMA4 LAMA5 LAMB1 LAMB2 LAMC1 LRP4 LUM MATN1 MATN3 MATN4 MUSK NCAM1 NCAN PTPRS SERPINE1 SPARC TGFB1 TGFB2 TGFB3 TNC TNN TNR TNXB VCAN VTN REACTOME_EFFECTS_OF_PIP2_HYDROLYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_EFFECTS_OF_PIP2_HYDROLYSIS ABHD12 ABHD6 DAGLA DAGLB DGKA DGKB DGKD DGKE DGKG DGKH DGKI DGKK DGKQ DGKZ ITPR1 ITPR2 ITPR3 MGLL PRKCD PRKCE PRKCH PRKCQ RASGRP1 RASGRP2 TRPC3 TRPC6 TRPC7 REACTOME_EGFR_DOWNREGULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_EGFR_DOWNREGULATION AREG ARHGEF7 BTC CBL CDC42 EGF EGFR EPGN EPN1 EPS15 EPS15L1 EREG GRB2 HBEGF HGS PTPN12 PTPN3 PTPRK RPS27A SH3GL1 SH3GL2 SH3GL3 SH3KBP1 SPRY1 SPRY2 STAM STAM2 TGFA UBA52 UBB UBC REACTOME_EGFR_INTERACTS_WITH_PHOSPHOLIPASE_C_GAMMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_EGFR_INTERACTS_WITH_PHOSPHOLIPASE_C_GAMMA AREG BTC EGF EGFR EPGN EREG HBEGF PLCG1 TGFA REACTOME_EGFR_TRANSACTIVATION_BY_GASTRIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_EGFR_TRANSACTIVATION_BY_GASTRIN EGFR GRB2 HBEGF HRAS KRAS MMP3 NRAS PRKCA SOS1 REACTOME_EGR2_AND_SOX10_MEDIATED_INITIATION_OF_SCHWANN_CELL_MYELINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_EGR2_AND_SOX10_MEDIATED_INITIATION_OF_SCHWANN_CELL_MYELINATION ADGRG6 ADGRV1 CYP51A1 DAG1 DRP2 EGR2 GJB1 HDAC2 HMGCR LAMA2 LAMB1 LAMC1 MAG MBP MPZ NAB1 NAB2 PMP22 POU3F1 POU3F2 PRX SCD5 SMARCA4 SOX10 SREBF2 TEAD1 UTRN WWTR1 YAP1 REACTOME_EICOSANOIDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_EICOSANOIDS CYP4A11 CYP4A22 CYP4B1 CYP4F11 CYP4F12 CYP4F2 CYP4F22 CYP4F3 CYP4F8 CYP8B1 PTGIS TBXAS1 REACTOME_EICOSANOID_LIGAND_BINDING_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_EICOSANOID_LIGAND_BINDING_RECEPTORS CYSLTR1 CYSLTR2 GPR17 LTB4R LTB4R2 OXER1 PTGDR PTGDR2 PTGER1 PTGER2 PTGER3 PTGER4 PTGFR PTGIR TBXA2R REACTOME_ELASTIC_FIBRE_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ELASTIC_FIBRE_FORMATION BMP10 BMP2 BMP4 BMP7 EFEMP1 EFEMP2 ELN EMILIN1 EMILIN2 EMILIN3 FBLN1 FBLN2 FBLN5 FBN1 FBN2 FBN3 FN1 FURIN GDF5 ITGA5 ITGA8 ITGAV ITGB1 ITGB3 ITGB5 ITGB6 ITGB8 LOX LOXL1 LOXL2 LOXL3 LOXL4 LTBP1 LTBP2 LTBP3 LTBP4 MFAP2 MFAP3 MFAP4 MFAP5 TGFB1 TGFB2 TGFB3 VTN REACTOME_ELECTRIC_TRANSMISSION_ACROSS_GAP_JUNCTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ELECTRIC_TRANSMISSION_ACROSS_GAP_JUNCTIONS GJA10 GJC1 GJD2 PANX1 PANX2 REACTOME_ELEVATION_OF_CYTOSOLIC_CA2_LEVELS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ELEVATION_OF_CYTOSOLIC_CA2_LEVELS ITPR1 ITPR2 ITPR3 ORAI1 ORAI2 P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX6 P2RX7 STIM1 TRPC3 TRPC6 TRPC7 REACTOME_ENDOGENOUS_STEROLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ENDOGENOUS_STEROLS AHR ARNT ARNT2 CYP11A1 CYP11B1 CYP11B2 CYP19A1 CYP1B1 CYP21A2 CYP27A1 CYP39A1 CYP46A1 CYP4V2 CYP51A1 CYP7A1 CYP7B1 CYP8B1 FDX1 FDX2 FDXR NCOA1 NCOA2 NR1H4 POMC PTGIS RXRA REACTOME_ENDOSOMAL_SORTING_COMPLEX_REQUIRED_FOR_TRANSPORT_ESCRT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ENDOSOMAL_SORTING_COMPLEX_REQUIRED_FOR_TRANSPORT_ESCRT CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP5 CHMP6 CHMP7 HGS MVB12A MVB12B RPS27A SNF8 STAM STAM2 TSG101 UBA52 UBAP1 UBB UBC VPS25 VPS28 VPS36 VPS37A VPS37B VPS37C VPS37D VPS4A VPS4B VTA1 REACTOME_ENDOSOMAL_VACUOLAR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ENDOSOMAL_VACUOLAR_PATHWAY B2M CTSL CTSS CTSV HLA-A HLA-B HLA-C HLA-E HLA-F HLA-G LNPEP REACTOME_ENERGY_DEPENDENT_REGULATION_OF_MTOR_BY_LKB1_AMPK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ENERGY_DEPENDENT_REGULATION_OF_MTOR_BY_LKB1_AMPK CAB39 CAB39L LAMTOR1 LAMTOR2 LAMTOR3 LAMTOR4 LAMTOR5 MLST8 MTOR PPM1A PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 RHEB RPTOR RRAGA RRAGB RRAGC RRAGD SLC38A9 STK11 STRADA STRADB TSC1 TSC2 REACTOME_ENOS_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ENOS_ACTIVATION AKT1 CALM1 CAV1 CYGB DDAH1 HSP90AA1 LYPLA1 NOS3 SPR ZDHHC21 REACTOME_EPHA_MEDIATED_GROWTH_CONE_COLLAPSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_EPHA_MEDIATED_GROWTH_CONE_COLLAPSE EFNA1 EFNA2 EFNA3 EFNA4 EFNA5 EPHA1 EPHA10 EPHA2 EPHA3 EPHA4 EPHA5 EPHA6 EPHA7 EPHA8 FYN LYN MYH10 MYH11 MYH14 MYH9 MYL12B MYL6 MYL9 NGEF RHOA ROCK1 ROCK2 SRC YES1 REACTOME_EPHB_MEDIATED_FORWARD_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_EPHB_MEDIATED_FORWARD_SIGNALING ACTB ACTG1 ACTR2 ACTR3 ARHGEF28 ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 CDC42 CFL1 EFNB1 EFNB2 EFNB3 EPHB1 EPHB2 EPHB3 EPHB4 EPHB6 FYN GRIN1 GRIN2B HRAS ITSN1 KALRN LIMK1 LIMK2 LYN PAK1 PTK2 RAC1 RASA1 RHOA ROCK1 ROCK2 SDC2 SRC TIAM1 WASL YES1 REACTOME_EPHRIN_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_EPHRIN_SIGNALING ARHGEF7 EFNB1 EFNB2 EFNB3 EPHB1 EPHB2 EPHB3 EPHB4 EPHB6 FYN GIT1 MYL12A NCK2 PAK1 PAK2 PAK3 RAC1 SDCBP SRC REACTOME_EPH_EPHRIN_MEDIATED_REPULSION_OF_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_EPH_EPHRIN_MEDIATED_REPULSION_OF_CELLS ACTB ACTG1 ADAM10 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 APH1A APH1B CLTA CLTB CLTC CLTCL1 DNM1 EFNA1 EFNA2 EFNA3 EFNA4 EFNA5 EFNB1 EFNB2 EFNB3 EPHA1 EPHA10 EPHA2 EPHA3 EPHA4 EPHA5 EPHA6 EPHA7 EPHA8 EPHB1 EPHB2 EPHB3 EPHB4 EPHB6 FYN LYN MMP2 MMP9 NCSTN PSEN1 PSEN2 PSENEN RAC1 SRC TIAM1 VAV2 VAV3 YES1 REACTOME_EPH_EPHRIN_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_EPH_EPHRIN_SIGNALING ACTB ACTG1 ACTR2 ACTR3 ADAM10 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 APH1A APH1B ARHGEF28 ARHGEF7 ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 CDC42 CFL1 CLTA CLTB CLTC CLTCL1 DNM1 EFNA1 EFNA2 EFNA3 EFNA4 EFNA5 EFNB1 EFNB2 EFNB3 EPHA1 EPHA10 EPHA2 EPHA3 EPHA4 EPHA5 EPHA6 EPHA7 EPHA8 EPHB1 EPHB2 EPHB3 EPHB4 EPHB6 FYN GIT1 GRIN1 GRIN2B HRAS ITSN1 KALRN LIMK1 LIMK2 LYN MMP2 MMP9 MYH10 MYH11 MYH14 MYH9 MYL12A MYL12B MYL6 MYL9 NCK2 NCSTN NGEF PAK1 PAK2 PAK3 PSEN1 PSEN2 PSENEN PTK2 RAC1 RASA1 RHOA ROCK1 ROCK2 SDC2 SDCBP SRC TIAM1 VAV2 VAV3 WASL YES1 REACTOME_EPIGENETIC_REGULATION_OF_GENE_EXPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_EPIGENETIC_REGULATION_OF_GENE_EXPRESSION ACTB AEBP2 AKAP8L ARID4B ASH2L BAZ1B BAZ2A BOD1 BOD1L1 CBX3 CCNH CDK7 CHD3 CHD4 CXXC1 DDX21 DEK DNMT1 DNMT3A DNMT3B DNMT3L DPY30 DR1 EED EHMT2 EP300 ERCC2 ERCC3 ERCC6 EZH2 GATAD2A GATAD2B GSK3B GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HCFC1 HCFC2 HDAC1 HDAC2 JARID2 KANSL1 KANSL2 KANSL3 KAT14 KAT2A KAT2B KAT8 KDM6A KMT2A KMT2B KMT2C KMT2D MBD2 MBD3 MBIP MCRS1 MEN1 MNAT1 MTA1 MTA2 MTA3 MTF2 MYBBP1A MYO1C NCOA6 OGT PAGR1 PAXIP1 PHF1 PHF19 PHF20 PHF20L1 POLR1A POLR1B POLR1C POLR1D POLR1E POLR1F POLR1G POLR1H POLR2E POLR2F POLR2H POLR2K POLR2L PSIP1 RBBP4 RBBP5 RBBP7 RRP8 SAP130 SAP18 SAP30 SAP30BP SAP30L SETD1A SETD1B SF3B1 SGF29 SIN3A SIN3B SIRT1 SMARCA5 SUDS3 SUV39H1 SUZ12 TADA2A TADA3 TAF1A TAF1B TAF1C TAF1D TASP1 TBP TDG TET1 TET2 TET3 TTF1 UBTF UHRF1 WDR5 WDR82 YEATS2 ZZZ3 REACTOME_EPITHELIAL_MESENCHYMAL_TRANSITION_EMT_DURING_GASTRULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_EPITHELIAL_MESENCHYMAL_TRANSITION_EMT_DURING_GASTRULATION CDH1 CLDN7 EOMES FGFR1 OCLN SNAI1 TBXT REACTOME_ERBB2_ACTIVATES_PTK6_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ERBB2_ACTIVATES_PTK6_SIGNALING BTC EGF EGFR ERBB2 ERBB3 ERBB4 EREG HBEGF NRG1 NRG2 NRG3 NRG4 PTK6 REACTOME_ERBB2_REGULATES_CELL_MOTILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ERBB2_REGULATES_CELL_MOTILITY BTC DIAPH1 EGF EGFR ERBB2 ERBB3 ERBB4 EREG HBEGF MEMO1 NRG1 NRG2 NRG3 NRG4 RHOA REACTOME_ERCC6_CSB_AND_EHMT2_G9A_POSITIVELY_REGULATE_RRNA_EXPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ERCC6_CSB_AND_EHMT2_G9A_POSITIVELY_REGULATE_RRNA_EXPRESSION CBX3 CHD3 CHD4 EHMT2 ERCC6 GATAD2A GATAD2B H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HDAC1 HDAC2 MBD3 MTA1 MTA2 MTA3 RBBP4 RBBP7 TTF1 REACTOME_ERKS_ARE_INACTIVATED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ERKS_ARE_INACTIVATED DUSP3 DUSP4 DUSP6 DUSP7 MAPK1 MAPK3 MAPK7 PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5D VRK3 REACTOME_ERK_MAPK_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ERK_MAPK_TARGETS DUSP3 DUSP4 DUSP6 DUSP7 ELK1 MAPK1 MAPK11 MAPK14 MAPK3 MAPK7 MEF2A MEF2C PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5D RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA5 VRK3 REACTOME_ERYTHROCYTES_TAKE_UP_CARBON_DIOXIDE_AND_RELEASE_OXYGEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ERYTHROCYTES_TAKE_UP_CARBON_DIOXIDE_AND_RELEASE_OXYGEN AQP1 CA1 CA2 CA4 CYB5R1 CYB5R2 CYB5R4 CYB5RL HBA1 HBA2 HBB RHAG SLC4A1 REACTOME_ERYTHROCYTES_TAKE_UP_OXYGEN_AND_RELEASE_CARBON_DIOXIDE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ERYTHROCYTES_TAKE_UP_OXYGEN_AND_RELEASE_CARBON_DIOXIDE AQP1 CA1 CA2 CA4 HBA1 HBA2 HBB RHAG SLC4A1 REACTOME_ERYTHROPOIETIN_ACTIVATES_PHOSPHOINOSITIDE_3_KINASE_PI3K https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ERYTHROPOIETIN_ACTIVATES_PHOSPHOINOSITIDE_3_KINASE_PI3K EPO EPOR GAB1 IRS2 JAK2 LYN PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R5 REACTOME_ERYTHROPOIETIN_ACTIVATES_PHOSPHOLIPASE_C_GAMMA_PLCG https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ERYTHROPOIETIN_ACTIVATES_PHOSPHOLIPASE_C_GAMMA_PLCG EPO EPOR IRS2 JAK2 LYN PLCG1 PLCG2 REACTOME_ERYTHROPOIETIN_ACTIVATES_RAS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ERYTHROPOIETIN_ACTIVATES_RAS CRKL EPO EPOR GRB2 HRAS IRS2 JAK2 KRAS LYN NRAS RAPGEF1 SHC1 SOS1 VAV1 REACTOME_ERYTHROPOIETIN_ACTIVATES_STAT5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ERYTHROPOIETIN_ACTIVATES_STAT5 EPO EPOR IRS2 JAK2 LYN STAT5A STAT5B REACTOME_ER_QUALITY_CONTROL_COMPARTMENT_ERQC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ER_QUALITY_CONTROL_COMPARTMENT_ERQC AMFR DERL2 EDEM1 EDEM2 EDEM3 MAN1B1 MARCHF6 OS9 RNF103 RNF139 RNF185 RNF5 RPS27A SEL1L SYVN1 TRIM13 UBA52 UBB UBC UGGT1 UGGT2 REACTOME_ER_TO_GOLGI_ANTEROGRADE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ER_TO_GOLGI_ANTEROGRADE_TRANSPORT ACTR10 ACTR1A ANK1 ANK2 ANK3 ANKRD28 ARCN1 AREG ARF1 ARF3 ARF4 ARF5 ARFGAP1 ARFGAP2 ARFGAP3 BET1 BET1L CAPZA1 CAPZA2 CAPZA3 CAPZB CD55 CD59 CNIH1 CNIH2 CNIH3 COG1 COG2 COG3 COG4 COG5 COG6 COG7 COG8 COL7A1 COPA COPB1 COPB2 COPE COPG1 COPG2 COPZ1 COPZ2 CSNK1D CTSC CTSZ DCTN1 DCTN2 DCTN3 DCTN4 DCTN5 DCTN6 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 F5 F8 FOLR1 GBF1 GOLGA2 GOLGB1 GORASP1 GOSR1 GOSR2 GRIA1 INS KDELR1 KDELR2 KDELR3 LMAN1 LMAN1L LMAN2 LMAN2L MCFD2 MIA2 MIA3 NAPA NAPB NAPG NSF PPP6C PPP6R1 PPP6R3 PREB RAB1A RAB1B SAR1B SCFD1 SEC13 SEC16A SEC16B SEC22A SEC22B SEC22C SEC23A SEC23IP SEC24A SEC24B SEC24C SEC24D SEC31A SERPINA1 SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 STX17 STX5 TBC1D20 TFG TGFA TMED10 TMED2 TMED3 TMED7 TMED9 TMEM115 TRAPPC1 TRAPPC10 TRAPPC2 TRAPPC2L TRAPPC3 TRAPPC4 TRAPPC5 TRAPPC6A TRAPPC6B TRAPPC9 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B USO1 YKT6 REACTOME_ESR_MEDIATED_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ESR_MEDIATED_SIGNALING AGO1 AGO2 AGO3 AGO4 AKT1 AKT2 AKT3 AREG ATF2 AXIN1 BCL2 BTC CALM1 CARM1 CAV1 CAV2 CBFB CCND1 CCNT1 CDK9 CDKN1B CHD1 CITED1 CREB1 CREBBP CTSD CXCL12 CXXC5 DDX5 EBAG9 EGF EGFR ELK1 EP300 EPGN ERBB4 EREG ESR1 ESR2 FKBP4 FKBP5 FOS FOSB FOXA1 FOXO3 GATA3 GNAI1 GNAI2 GNAI3 GNAT3 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 GPAM GREB1 GTF2A1 GTF2A2 GTF2F1 GTF2F2 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HBEGF HDAC1 HRAS HSP90AA1 HSP90AB1 HSPB1 IGF1R JUN JUND KANK1 KAT2B KAT5 KCTD6 KDM1A KDM4B KPNA2 KRAS MAPK1 MAPK3 MED1 MMP2 MMP3 MMP7 MMP9 MOV10 MYB MYC NCOA1 NCOA2 NCOA3 NOS3 NR5A2 NRAS NRIP1 PDPK1 PGR PIK3CA PIK3R1 PIK3R2 PIK3R3 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L POU2F1 PPID PPP5C PRKCZ PRMT1 PTGES3 PTK2 RAD21 RUNX1 S1PR3 SHC1 SMC1A SMC3 SP1 SPHK1 SRC SRF STAG1 STAG2 STRN TBP TFF1 TFF3 TGFA TLE3 TNRC6A TNRC6B TNRC6C UHMK1 USF1 USF2 XPO1 YY1 ZDHHC21 ZDHHC7 ZNF217 REACTOME_ESTABLISHMENT_OF_SISTER_CHROMATID_COHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ESTABLISHMENT_OF_SISTER_CHROMATID_COHESION CDCA5 ESCO1 ESCO2 PDS5A PDS5B RAD21 SMC1A SMC3 STAG1 STAG2 WAPL REACTOME_ESTROGEN_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ESTROGEN_BIOSYNTHESIS AKR1B15 CYP19A1 HSD17B1 HSD17B11 HSD17B14 HSD17B2 REACTOME_ESTROGEN_DEPENDENT_GENE_EXPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ESTROGEN_DEPENDENT_GENE_EXPRESSION AGO1 AGO2 AGO3 AGO4 ATF2 AXIN1 BCL2 CARM1 CBFB CCND1 CCNT1 CDK9 CHD1 CITED1 CREBBP CTSD CXCL12 CXXC5 DDX5 EBAG9 EP300 ERBB4 ESR1 FKBP4 FOS FOSB FOXA1 GATA3 GPAM GREB1 GTF2A1 GTF2A2 GTF2F1 GTF2F2 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HDAC1 HSP90AA1 HSP90AB1 JUN JUND KANK1 KAT2B KAT5 KCTD6 KDM1A KDM4B KPNA2 MED1 MOV10 MYB MYC NCOA1 NCOA2 NCOA3 NR5A2 NRIP1 PGR POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L POU2F1 PRMT1 PTGES3 RAD21 RUNX1 SMC1A SMC3 SP1 STAG1 STAG2 TBP TFF1 TFF3 TGFA TLE3 TNRC6A TNRC6B TNRC6C USF1 USF2 YY1 ZNF217 REACTOME_ESTROGEN_DEPENDENT_NUCLEAR_EVENTS_DOWNSTREAM_OF_ESR_MEMBRANE_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ESTROGEN_DEPENDENT_NUCLEAR_EVENTS_DOWNSTREAM_OF_ESR_MEMBRANE_SIGNALING AKT1 AKT2 AKT3 AREG BCL2 BTC CCND1 CDKN1B CREB1 EGF EGFR ELK1 EPGN EREG FOS FOXO3 HBEGF MAPK1 MAPK3 PTK2 SRF TGFA UHMK1 XPO1 REACTOME_ESTROGEN_STIMULATED_SIGNALING_THROUGH_PRKCZ https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ESTROGEN_STIMULATED_SIGNALING_THROUGH_PRKCZ HRAS KRAS MAPK1 NRAS PDPK1 PRKCZ REACTOME_ETHANOL_OXIDATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ETHANOL_OXIDATION ACSS1 ACSS2 ADH1A ADH1B ADH1C ADH4 ADH5 ADH6 ADH7 ALDH1A1 ALDH1B1 ALDH2 REACTOME_EUKARYOTIC_TRANSLATION_ELONGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_EUKARYOTIC_TRANSLATION_ELONGATION EEF1A1 EEF1A2 EEF1B2 EEF1D EEF1G EEF2 FAU RPL10 RPL10A RPL10L RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL22L1 RPL23 RPL23A RPL24 RPL26 RPL26L1 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL36AL RPL37 RPL37A RPL38 RPL39 RPL39L RPL3L RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS7 RPS8 RPS9 RPSA UBA52 REACTOME_EUKARYOTIC_TRANSLATION_INITIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_EUKARYOTIC_TRANSLATION_INITIATION EIF1AX EIF2B1 EIF2B2 EIF2B3 EIF2B4 EIF2B5 EIF2S1 EIF2S2 EIF2S3 EIF3A EIF3B EIF3C EIF3D EIF3E EIF3F EIF3G EIF3H EIF3I EIF3J EIF3K EIF3L EIF3M EIF4A1 EIF4A2 EIF4B EIF4E EIF4EBP1 EIF4G1 EIF4H EIF5 EIF5B FAU PABPC1 RPL10 RPL10A RPL10L RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL22L1 RPL23 RPL23A RPL24 RPL26 RPL26L1 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL36AL RPL37 RPL37A RPL38 RPL39 RPL39L RPL3L RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS7 RPS8 RPS9 RPSA UBA52 REACTOME_EXPORT_OF_VIRAL_RIBONUCLEOPROTEINS_FROM_NUCLEUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_EXPORT_OF_VIRAL_RIBONUCLEOPROTEINS_FROM_NUCLEUS AAAS HSPA1A NDC1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 POM121 POM121C RAE1 RAN RANBP2 SEC13 SEH1L TPR XPO1 REACTOME_EXTENSION_OF_TELOMERES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_EXTENSION_OF_TELOMERES ACD ANKRD28 BLM CCNA1 CCNA2 CDK2 CHTF18 CHTF8 CTC1 DKC1 DNA2 DSCC1 FEN1 GAR1 LIG1 NHP2 NOP10 PCNA PIF1 POLA1 POLA2 POLD1 POLD2 POLD3 POLD4 POT1 PPP6C PPP6R3 PRIM1 PRIM2 RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 RTEL1 RUVBL1 RUVBL2 SHQ1 STN1 TEN1 TERF1 TERF2 TERF2IP TERT TINF2 WRAP53 WRN REACTOME_EXTRACELLULAR_MATRIX_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_EXTRACELLULAR_MATRIX_ORGANIZATION A2M ACAN ACTN1 ADAM10 ADAM12 ADAM15 ADAM17 ADAM19 ADAM8 ADAM9 ADAMTS1 ADAMTS14 ADAMTS16 ADAMTS18 ADAMTS2 ADAMTS3 ADAMTS4 ADAMTS5 ADAMTS8 ADAMTS9 AGRN APP ASPN BCAN BGN BMP1 BMP10 BMP2 BMP4 BMP7 BSG CAPN1 CAPN10 CAPN11 CAPN12 CAPN13 CAPN14 CAPN15 CAPN2 CAPN3 CAPN5 CAPN6 CAPN7 CAPN8 CAPN9 CAPNS1 CAPNS2 CASK CASP3 CAST CD151 CD44 CD47 CDH1 CEACAM1 CEACAM6 CEACAM8 CMA1 COL10A1 COL11A1 COL11A2 COL12A1 COL13A1 COL14A1 COL15A1 COL16A1 COL17A1 COL18A1 COL19A1 COL1A1 COL1A2 COL20A1 COL21A1 COL22A1 COL23A1 COL24A1 COL25A1 COL26A1 COL27A1 COL28A1 COL2A1 COL3A1 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 COL5A1 COL5A2 COL5A3 COL6A1 COL6A2 COL6A3 COL6A5 COL6A6 COL7A1 COL8A1 COL8A2 COL9A1 COL9A2 COL9A3 COLGALT1 COLGALT2 COMP CRTAP CTRB1 CTRB2 CTSB CTSD CTSG CTSK CTSL CTSS CTSV DAG1 DCN DDR1 DDR2 DMD DMP1 DSPP DST EFEMP1 EFEMP2 ELANE ELN EMILIN1 EMILIN2 EMILIN3 F11R FBLN1 FBLN2 FBLN5 FBN1 FBN2 FBN3 FGA FGB FGF2 FGG FMOD FN1 FURIN GDF5 HAPLN1 HSPG2 HTRA1 IBSP ICAM1 ICAM2 ICAM3 ICAM4 ICAM5 ITGA1 ITGA10 ITGA11 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA6 ITGA7 ITGA8 ITGA9 ITGAD ITGAE ITGAL ITGAM ITGAV ITGAX ITGB1 ITGB2 ITGB3 ITGB4 ITGB5 ITGB6 ITGB7 ITGB8 JAM2 JAM3 KDR KLK2 KLK7 KLKB1 LAMA1 LAMA2 LAMA3 LAMA4 LAMA5 LAMB1 LAMB2 LAMB3 LAMC1 LAMC2 LAMC3 LOX LOXL1 LOXL2 LOXL3 LOXL4 LRP4 LTBP1 LTBP2 LTBP3 LTBP4 LUM MADCAM1 MATN1 MATN3 MATN4 MFAP2 MFAP3 MFAP4 MFAP5 MMP1 MMP10 MMP11 MMP12 MMP13 MMP14 MMP15 MMP16 MMP17 MMP19 MMP2 MMP20 MMP24 MMP25 MMP3 MMP7 MMP8 MMP9 MUSK NCAM1 NCAN NCSTN NID1 NID2 NRXN1 NTN4 OPTC P3H1 P3H2 P3H3 P4HA1 P4HA2 P4HA3 P4HB PCOLCE PCOLCE2 PDGFA PDGFB PECAM1 PHYKPL PLEC PLG PLOD1 PLOD2 PLOD3 PPIB PRKCA PRSS1 PRSS2 PSEN1 PTPRS PXDN SCUBE1 SCUBE3 SDC1 SDC2 SDC3 SDC4 SERPINE1 SERPINH1 SH3PXD2A SPARC SPOCK3 SPP1 TGFB1 TGFB2 TGFB3 THBS1 TIMP1 TIMP2 TLL1 TLL2 TMPRSS6 TNC TNN TNR TNXB TPSAB1 TRAPPC4 TTR VCAM1 VCAN VTN VWF REACTOME_EXTRA_NUCLEAR_ESTROGEN_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_EXTRA_NUCLEAR_ESTROGEN_SIGNALING AKT1 AKT2 AKT3 AREG BCL2 BTC CALM1 CAV1 CAV2 CCND1 CDKN1B CREB1 EGF EGFR ELK1 EPGN EREG ESR1 ESR2 FOS FOXO3 GNAI1 GNAI2 GNAI3 GNAT3 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 HBEGF HRAS HSP90AA1 HSPB1 IGF1R KRAS MAPK1 MAPK3 MMP2 MMP3 MMP7 MMP9 NOS3 NRAS PDPK1 PIK3CA PIK3R1 PIK3R2 PIK3R3 PRKCZ PRMT1 PTK2 S1PR3 SHC1 SPHK1 SRC SRF STRN TGFA UHMK1 XPO1 ZDHHC21 ZDHHC7 REACTOME_EXTRINSIC_PATHWAY_OF_FIBRIN_CLOT_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_EXTRINSIC_PATHWAY_OF_FIBRIN_CLOT_FORMATION F10 F3 F7 F9 TFPI REACTOME_FACTORS_INVOLVED_IN_MEGAKARYOCYTE_DEVELOPMENT_AND_PLATELET_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FACTORS_INVOLVED_IN_MEGAKARYOCYTE_DEVELOPMENT_AND_PLATELET_PRODUCTION ABL1 ACTB AK3 AKAP1 AKAP10 CABLES1 CABLES2 CAPZA1 CAPZA2 CAPZB CARMIL1 CBX5 CDC42 CDK2 CDK5 CENPE DOCK1 DOCK10 DOCK11 DOCK2 DOCK3 DOCK4 DOCK5 DOCK6 DOCK7 DOCK8 DOCK9 EHD1 EHD2 EHD3 GATA1 GATA2 GATA3 GATA4 GATA5 GATA6 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 HBB HBD HBE1 HBG1 HBG2 HDAC1 HDAC2 HMG20B IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IRF1 IRF2 ITPK1 JAK2 JMJD1C KDM1A KIF11 KIF12 KIF13B KIF15 KIF16B KIF18A KIF18B KIF19 KIF1A KIF1B KIF1C KIF20A KIF20B KIF21A KIF21B KIF22 KIF23 KIF25 KIF26A KIF26B KIF27 KIF2A KIF2B KIF2C KIF3A KIF3B KIF3C KIF4A KIF4B KIF5A KIF5B KIF6 KIF9 KIFAP3 KIFC1 KIFC2 KLC1 KLC2 KLC3 KLC4 MAFF MAFG MAFK MFN1 MFN2 MICAL1 MYB NFE2 PHF21A PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B RAB5A RAC1 RACGAP1 RAD51B RAD51C RBSN RCOR1 SH2B1 SH2B2 SH2B3 SIN3A TP53 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B VPS45 WEE1 ZFPM1 ZFPM2 REACTOME_FANCONI_ANEMIA_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FANCONI_ANEMIA_PATHWAY ATR ATRIP CENPS CENPX DCLRE1A DCLRE1B EME1 EME2 ERCC1 ERCC4 FAAP100 FAAP20 FAAP24 FAN1 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM MUS81 POLN RPA1 RPA2 RPA3 RPS27A SLX1A SLX1B SLX4 UBA52 UBB UBC UBE2T USP1 WDR48 REACTOME_FASL_CD95L_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FASL_CD95L_SIGNALING CASP10 CASP8 FADD FAS FASLG REACTOME_FASTK_FAMILY_PROTEINS_REGULATE_PROCESSING_AND_STABILITY_OF_MITOCHONDRIAL_RNAS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FASTK_FAMILY_PROTEINS_REGULATE_PROCESSING_AND_STABILITY_OF_MITOCHONDRIAL_RNAS FASTK FASTKD2 FASTKD5 MT-RNR1 MT-RNR2 TBRG4 REACTOME_FATTY_ACIDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FATTY_ACIDS CYP2A13 CYP2A7 CYP2B6 CYP2D6 CYP2F1 CYP2J2 CYP4A11 CYP4A22 CYP4B1 CYP4F11 CYP4F12 CYP4F2 CYP4F22 CYP4F3 CYP4F8 REACTOME_FATTY_ACIDS_BOUND_TO_GPR40_FFAR1_REGULATE_INSULIN_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FATTY_ACIDS_BOUND_TO_GPR40_FFAR1_REGULATE_INSULIN_SECRETION FFAR1 GNA11 GNA14 GNA15 GNAQ PLCB1 PLCB2 PLCB3 REACTOME_FATTY_ACID_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FATTY_ACID_METABOLISM ABCC1 ABCD1 ACAA1 ACAA2 ACACA ACACB ACAD10 ACAD11 ACADL ACADM ACADS ACADVL ACBD4 ACBD5 ACBD6 ACBD7 ACLY ACOT1 ACOT11 ACOT12 ACOT13 ACOT2 ACOT4 ACOT6 ACOT7 ACOT8 ACOT9 ACOX1 ACOX2 ACOX3 ACOXL ACSBG1 ACSBG2 ACSF2 ACSF3 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 ACSM3 ACSM6 AKR1C3 ALDH3A2 ALOX12 ALOX12B ALOX15 ALOX15B ALOX5 ALOX5AP ALOXE3 AMACR AWAT1 CBR1 CBR4 CPT1A CPT1B CPT2 CRAT CROT CYP1A1 CYP1A2 CYP1B1 CYP2C19 CYP2C8 CYP2C9 CYP2J2 CYP2U1 CYP4A11 CYP4A22 CYP4B1 CYP4F11 CYP4F2 CYP4F22 CYP4F3 CYP4F8 CYP8B1 DBI DECR1 DECR2 DPEP1 DPEP2 DPEP3 ECHS1 ECI1 ECI2 EHHADH ELOVL1 ELOVL2 ELOVL3 ELOVL4 ELOVL5 ELOVL6 ELOVL7 EPHX2 FAAH FAAH2 FADS1 FADS2 FASN GGT1 GGT5 GPX1 GPX2 GPX4 HACD1 HACD2 HACD3 HACD4 HACL1 HADH HADHA HADHB HAO2 HPGD HPGDS HSD17B12 HSD17B3 HSD17B4 HSD17B8 HTD2 LTA4H LTC4S MAPKAPK2 MCAT MCEE MECR MID1IP1 MLYCD MMAA MMUT MORC2 NDUFAB1 NUDT19 NUDT7 OLAH PCCA PCCB PCTP PECR PHYH PLA2G4A PON1 PON2 PON3 PPARD PPT1 PPT2 PRKAA2 PRKAB2 PRKAG2 PRXL2B PTGDS PTGES PTGES2 PTGES3 PTGIS PTGR1 PTGR2 PTGS1 PTGS2 RXRA SCD SCD5 SCP2 SLC22A5 SLC25A1 SLC25A17 SLC25A20 SLC27A2 SLC27A3 TBXAS1 TECR TECRL THEM4 THEM5 THRSP REACTOME_FATTY_ACYL_COA_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FATTY_ACYL_COA_BIOSYNTHESIS ACACA ACLY ACSBG1 ACSBG2 ACSF3 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 CBR4 ELOVL1 ELOVL2 ELOVL3 ELOVL4 ELOVL5 ELOVL6 ELOVL7 FASN HACD1 HACD2 HACD3 HACD4 HSD17B12 HSD17B3 HSD17B8 HTD2 MORC2 OLAH PPT1 PPT2 SCD SCD5 SLC25A1 SLC27A2 SLC27A3 TECR TECRL REACTOME_FBXW7_MUTANTS_AND_NOTCH1_IN_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FBXW7_MUTANTS_AND_NOTCH1_IN_CANCER CUL1 FBXW7 NOTCH1 RBX1 SKP1 REACTOME_FCERI_MEDIATED_CA_2_MOBILIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FCERI_MEDIATED_CA_2_MOBILIZATION AHCYL1 BTK CALM1 FCER1A FCER1G GRAP2 GRB2 IGHE IGHV1-2 IGHV1-46 IGHV1-69 IGHV2-5 IGHV2-70 IGHV3-11 IGHV3-13 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-48 IGHV3-53 IGHV3-7 IGHV4-34 IGHV4-39 IGHV4-59 IGKV1-12 IGKV1-16 IGKV1-17 IGKV1-33 IGKV1-39 IGKV1-5 IGKV1D-12 IGKV1D-16 IGKV1D-33 IGKV1D-39 IGKV2-28 IGKV2-30 IGKV2D-28 IGKV2D-30 IGKV2D-40 IGKV3-11 IGKV3-15 IGKV3-20 IGKV3D-20 IGKV4-1 IGKV5-2 IGLC2 IGLC3 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-51 IGLV2-11 IGLV2-14 IGLV2-23 IGLV2-8 IGLV3-1 IGLV3-19 IGLV3-21 IGLV3-25 IGLV3-27 IGLV6-57 IGLV7-43 ITK ITPR1 ITPR2 ITPR3 LAT LCP2 LYN MS4A2 NFATC1 NFATC2 NFATC3 PLCG1 PLCG2 PPP3CA PPP3CB PPP3R1 SHC1 SOS1 SYK TEC TXK VAV1 VAV2 VAV3 REACTOME_FCERI_MEDIATED_MAPK_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FCERI_MEDIATED_MAPK_ACTIVATION FCER1A FCER1G FOS GRAP2 GRB2 HRAS IGHE IGHV1-2 IGHV1-46 IGHV1-69 IGHV2-5 IGHV2-70 IGHV3-11 IGHV3-13 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-48 IGHV3-53 IGHV3-7 IGHV4-34 IGHV4-39 IGHV4-59 IGKV1-12 IGKV1-16 IGKV1-17 IGKV1-33 IGKV1-39 IGKV1-5 IGKV1D-12 IGKV1D-16 IGKV1D-33 IGKV1D-39 IGKV2-28 IGKV2-30 IGKV2D-28 IGKV2D-30 IGKV2D-40 IGKV3-11 IGKV3-15 IGKV3-20 IGKV3D-20 IGKV4-1 IGKV5-2 IGLC2 IGLC3 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-51 IGLV2-11 IGLV2-14 IGLV2-23 IGLV2-8 IGLV3-1 IGLV3-19 IGLV3-21 IGLV3-25 IGLV3-27 IGLV6-57 IGLV7-43 JUN KRAS LAT LCP2 LYN MAP2K4 MAP2K7 MAP3K1 MAPK1 MAPK10 MAPK3 MAPK8 MAPK9 MS4A2 NRAS PAK1 PAK2 PLCG1 PLCG2 RAC1 SHC1 SOS1 SYK VAV1 VAV2 VAV3 REACTOME_FCERI_MEDIATED_NF_KB_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FCERI_MEDIATED_NF_KB_ACTIVATION BCL10 BTRC CARD11 CDC34 CHUK CUL1 FBXW11 FCER1A FCER1G IGHE IGHV1-2 IGHV1-46 IGHV1-69 IGHV2-5 IGHV2-70 IGHV3-11 IGHV3-13 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-48 IGHV3-53 IGHV3-7 IGHV4-34 IGHV4-39 IGHV4-59 IGKV1-12 IGKV1-16 IGKV1-17 IGKV1-33 IGKV1-39 IGKV1-5 IGKV1D-12 IGKV1D-16 IGKV1D-33 IGKV1D-39 IGKV2-28 IGKV2-30 IGKV2D-28 IGKV2D-30 IGKV2D-40 IGKV3-11 IGKV3-15 IGKV3-20 IGKV3D-20 IGKV4-1 IGKV5-2 IGLC2 IGLC3 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-51 IGLV2-11 IGLV2-14 IGLV2-23 IGLV2-8 IGLV3-1 IGLV3-19 IGLV3-21 IGLV3-25 IGLV3-27 IGLV6-57 IGLV7-43 IKBKB IKBKG LYN MALT1 MAP3K7 MS4A2 NFKB1 NFKBIA PDPK1 PRKCQ PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RASGRP1 RASGRP2 RASGRP4 RELA RPS27A SEM1 SKP1 TAB1 TAB2 TAB3 TRAF6 UBA52 UBB UBC UBE2D1 UBE2D2 UBE2N UBE2V1 REACTOME_FCGAMMA_RECEPTOR_FCGR_DEPENDENT_PHAGOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FCGAMMA_RECEPTOR_FCGR_DEPENDENT_PHAGOCYTOSIS ABI1 ABI2 ABL1 ACTB ACTG1 ACTR2 ACTR3 AHCYL1 ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 BAIAP2 BRK1 BTK CD247 CD3G CDC42 CFL1 CRK CYFIP1 CYFIP2 DOCK1 ELMO1 ELMO2 FCGR1A FCGR2A FCGR3A FGR FYN GRB2 HCK HSP90AA1 HSP90AB1 IGHG1 IGHG2 IGHG4 IGHV1-2 IGHV1-46 IGHV1-69 IGHV2-5 IGHV2-70 IGHV3-11 IGHV3-13 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-48 IGHV3-53 IGHV3-7 IGHV4-34 IGHV4-39 IGHV4-59 IGKV1-12 IGKV1-16 IGKV1-17 IGKV1-33 IGKV1-39 IGKV1-5 IGKV1D-12 IGKV1D-16 IGKV1D-33 IGKV1D-39 IGKV2-28 IGKV2-30 IGKV2D-28 IGKV2D-30 IGKV2D-40 IGKV3-11 IGKV3-15 IGKV3-20 IGKV3D-20 IGKV4-1 IGKV5-2 IGLC2 IGLC3 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-51 IGLV2-11 IGLV2-14 IGLV2-23 IGLV2-8 IGLV3-1 IGLV3-19 IGLV3-21 IGLV3-25 IGLV3-27 IGLV6-57 IGLV7-43 ITPR1 ITPR2 ITPR3 LIMK1 LYN MAPK1 MAPK3 MYH2 MYH9 MYO10 MYO1C MYO5A MYO9B NCK1 NCKAP1 NCKAP1L NCKIPSD NF2 PAK1 PIK3CA PIK3CB PIK3R1 PIK3R2 PLA2G6 PLCG1 PLCG2 PLD1 PLD2 PLD3 PLD4 PLPP4 PLPP5 PRKCD PRKCE PTK2 RAC1 SRC SYK VAV1 VAV2 VAV3 WAS WASF1 WASF2 WASF3 WASL WIPF1 WIPF2 WIPF3 YES1 REACTOME_FCGR3A_MEDIATED_IL10_SYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FCGR3A_MEDIATED_IL10_SYNTHESIS ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 AHCYL1 CALM1 CD247 CD3G CREB1 FCGR1A FCGR2A FCGR3A FGR FYN HCK IGHG1 IGHG2 IGHG4 IGHV1-2 IGHV1-46 IGHV1-69 IGHV2-5 IGHV2-70 IGHV3-11 IGHV3-13 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-48 IGHV3-53 IGHV3-7 IGHV4-34 IGHV4-39 IGHV4-59 IGKV1-12 IGKV1-16 IGKV1-17 IGKV1-33 IGKV1-39 IGKV1-5 IGKV1D-12 IGKV1D-16 IGKV1D-33 IGKV1D-39 IGKV2-28 IGKV2-30 IGKV2D-28 IGKV2D-30 IGKV2D-40 IGKV3-11 IGKV3-15 IGKV3-20 IGKV3D-20 IGKV4-1 IGKV5-2 IGLC2 IGLC3 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-51 IGLV2-11 IGLV2-14 IGLV2-23 IGLV2-8 IGLV3-1 IGLV3-19 IGLV3-21 IGLV3-25 IGLV3-27 IGLV6-57 IGLV7-43 IL10 ITPR1 ITPR2 ITPR3 LYN PLCG1 PLCG2 PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKX SRC SYK YES1 REACTOME_FCGR_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FCGR_ACTIVATION CD247 CD3G FCGR1A FCGR2A FCGR3A FGR FYN HCK IGHG1 IGHG2 IGHG4 IGHV1-2 IGHV1-46 IGHV1-69 IGHV2-5 IGHV2-70 IGHV3-11 IGHV3-13 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-48 IGHV3-53 IGHV3-7 IGHV4-34 IGHV4-39 IGHV4-59 IGKV1-12 IGKV1-16 IGKV1-17 IGKV1-33 IGKV1-39 IGKV1-5 IGKV1D-12 IGKV1D-16 IGKV1D-33 IGKV1D-39 IGKV2-28 IGKV2-30 IGKV2D-28 IGKV2D-30 IGKV2D-40 IGKV3-11 IGKV3-15 IGKV3-20 IGKV3D-20 IGKV4-1 IGKV5-2 IGLC2 IGLC3 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-51 IGLV2-11 IGLV2-14 IGLV2-23 IGLV2-8 IGLV3-1 IGLV3-19 IGLV3-21 IGLV3-25 IGLV3-27 IGLV6-57 IGLV7-43 LYN SRC SYK YES1 REACTOME_FC_EPSILON_RECEPTOR_FCERI_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FC_EPSILON_RECEPTOR_FCERI_SIGNALING AHCYL1 BCL10 BTK BTRC CALM1 CARD11 CDC34 CHUK CUL1 FBXW11 FCER1A FCER1G FOS FYN GAB2 GRAP2 GRB2 HRAS IGHE IGHV1-2 IGHV1-46 IGHV1-69 IGHV2-5 IGHV2-70 IGHV3-11 IGHV3-13 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-48 IGHV3-53 IGHV3-7 IGHV4-34 IGHV4-39 IGHV4-59 IGKV1-12 IGKV1-16 IGKV1-17 IGKV1-33 IGKV1-39 IGKV1-5 IGKV1D-12 IGKV1D-16 IGKV1D-33 IGKV1D-39 IGKV2-28 IGKV2-30 IGKV2D-28 IGKV2D-30 IGKV2D-40 IGKV3-11 IGKV3-15 IGKV3-20 IGKV3D-20 IGKV4-1 IGKV5-2 IGLC2 IGLC3 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-51 IGLV2-11 IGLV2-14 IGLV2-23 IGLV2-8 IGLV3-1 IGLV3-19 IGLV3-21 IGLV3-25 IGLV3-27 IGLV6-57 IGLV7-43 IKBKB IKBKG ITK ITPR1 ITPR2 ITPR3 JUN KRAS LAT LAT2 LCP2 LYN MALT1 MAP2K4 MAP2K7 MAP3K1 MAP3K7 MAPK1 MAPK10 MAPK3 MAPK8 MAPK9 MS4A2 NFATC1 NFATC2 NFATC3 NFKB1 NFKBIA NRAS PAK1 PAK2 PDPK1 PIK3CA PIK3CB PIK3R1 PIK3R2 PLCG1 PLCG2 PPP3CA PPP3CB PPP3R1 PRKCQ PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RAC1 RASGRP1 RASGRP2 RASGRP4 RELA RPS27A SEM1 SHC1 SKP1 SOS1 SYK TAB1 TAB2 TAB3 TEC TRAF6 TXK UBA52 UBB UBC UBE2D1 UBE2D2 UBE2N UBE2V1 VAV1 VAV2 VAV3 REACTOME_FERTILIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FERTILIZATION ACR ADAM2 ADAM20 ADAM21 ADAM30 B4GALT1 CATSPER1 CATSPER2 CATSPER3 CATSPER4 CATSPERB CATSPERD CATSPERG CD9 HVCN1 IZUMO1 IZUMO2 IZUMO3 IZUMO4 KCNU1 OVGP1 SPAM1 ZP1 ZP2 ZP3 ZP4 REACTOME_FGFR1B_LIGAND_BINDING_AND_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FGFR1B_LIGAND_BINDING_AND_ACTIVATION FGF1 FGF10 FGF2 FGF22 FGF3 FGFR1 GIPC1 TGFBR3 REACTOME_FGFR1C_LIGAND_BINDING_AND_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FGFR1C_LIGAND_BINDING_AND_ACTIVATION ANOS1 FGF1 FGF17 FGF2 FGF20 FGF23 FGF4 FGF5 FGF6 FGF8 FGF9 FGFR1 GIPC1 TGFBR3 REACTOME_FGFR1_LIGAND_BINDING_AND_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FGFR1_LIGAND_BINDING_AND_ACTIVATION ANOS1 FGF1 FGF10 FGF17 FGF2 FGF20 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF8 FGF9 FGFR1 GIPC1 KL TGFBR3 REACTOME_FGFR1_MUTANT_RECEPTOR_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FGFR1_MUTANT_RECEPTOR_ACTIVATION BAG4 BCR CEP43 CNTRL CPSF6 CUX1 ERLIN2 FGF1 FGF17 FGF2 FGF20 FGF23 FGF4 FGF5 FGF6 FGF8 FGF9 FGFR1 FGFR1OP2 GAB2 GRB2 LRRFIP1 MYO18A PIK3CA PIK3R1 STAT1 STAT3 STAT5A STAT5B TRIM24 ZMYM2 REACTOME_FGFR2B_LIGAND_BINDING_AND_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FGFR2B_LIGAND_BINDING_AND_ACTIVATION FGF1 FGF10 FGF2 FGF22 FGF3 FGF7 FGFBP1 FGFBP2 FGFBP3 FGFR2 REACTOME_FGFR2C_LIGAND_BINDING_AND_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FGFR2C_LIGAND_BINDING_AND_ACTIVATION FGF1 FGF16 FGF17 FGF18 FGF2 FGF20 FGF23 FGF4 FGF5 FGF6 FGF8 FGF9 FGFR2 REACTOME_FGFR2_ALTERNATIVE_SPLICING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FGFR2_ALTERNATIVE_SPLICING ESRP1 ESRP2 FGFR2 GTF2F1 GTF2F2 HNRNPA1 HNRNPF HNRNPH1 HNRNPM NCBP1 NCBP2 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L PTBP1 RBFOX2 TIA1 TIAL1 REACTOME_FGFR2_LIGAND_BINDING_AND_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FGFR2_LIGAND_BINDING_AND_ACTIVATION FGF1 FGF10 FGF16 FGF17 FGF18 FGF2 FGF20 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFBP1 FGFBP2 FGFBP3 FGFR2 REACTOME_FGFR2_MUTANT_RECEPTOR_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FGFR2_MUTANT_RECEPTOR_ACTIVATION FGF1 FGF10 FGF16 FGF17 FGF18 FGF2 FGF20 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR2 GTF2F1 GTF2F2 NCBP1 NCBP2 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L REACTOME_FGFR3B_LIGAND_BINDING_AND_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FGFR3B_LIGAND_BINDING_AND_ACTIVATION FGF1 FGF17 FGF18 FGF20 FGF8 FGF9 FGFR3 REACTOME_FGFR3_LIGAND_BINDING_AND_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FGFR3_LIGAND_BINDING_AND_ACTIVATION FGF1 FGF16 FGF17 FGF18 FGF2 FGF20 FGF23 FGF4 FGF5 FGF8 FGF9 FGFR3 GALNT3 REACTOME_FGFRL1_MODULATION_OF_FGFR1_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FGFRL1_MODULATION_OF_FGFR1_SIGNALING FGF10 FGF17 FGF18 FGF2 FGF22 FGF23 FGF3 FGF4 FGF5 FGF8 FGFRL1 SPRED1 SPRED2 REACTOME_FIBRONECTIN_MATRIX_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FIBRONECTIN_MATRIX_FORMATION CEACAM1 CEACAM6 CEACAM8 FN1 ITGA5 ITGB1 REACTOME_FICOLINS_BIND_TO_REPETITIVE_CARBOHYDRATE_STRUCTURES_ON_THE_TARGET_CELL_SURFACE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FICOLINS_BIND_TO_REPETITIVE_CARBOHYDRATE_STRUCTURES_ON_THE_TARGET_CELL_SURFACE FCN1 FCN2 FCN3 MASP1 MASP2 REACTOME_FLT3_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FLT3_SIGNALING ABL2 AKT1 AKT2 AKT3 BCL2L11 CBL CDKN1B CSK FLT3 FLT3LG FOXO3 FYN GAB2 GRAP2 GRB10 GRB2 HCK HRAS KRAS LCK NRAS PIK3CA PIK3R1 PTPN11 PTPRJ RPS27A SH2B3 SLA SLA2 SOCS2 SOCS6 SOS1 STAT5A STAT5B SYK UBA52 UBB UBC REACTOME_FLT3_SIGNALING_BY_CBL_MUTANTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FLT3_SIGNALING_BY_CBL_MUTANTS CBL FLT3 FLT3LG RPS27A UBA52 UBB UBC REACTOME_FLT3_SIGNALING_IN_DISEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FLT3_SIGNALING_IN_DISEASE BCL2L1 CBL CDKN1A ETV6 FLT3 FLT3LG GAB2 GOLGB1 GRB2 HRAS KRAS MYO18A NOX4 NRAS PIK3CA PIK3R1 PIM1 PTPN11 RPS27A SOS1 SPTBN1 STAT5A STAT5B TRIP11 UBA52 UBB UBC ZMYM2 REACTOME_FLT3_SIGNALING_THROUGH_SRC_FAMILY_KINASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FLT3_SIGNALING_THROUGH_SRC_FAMILY_KINASES FLT3 FLT3LG FYN HCK LCK SYK REACTOME_FOLDING_OF_ACTIN_BY_CCT_TRIC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FOLDING_OF_ACTIN_BY_CCT_TRIC ACTB CCT2 CCT3 CCT4 CCT5 CCT6A CCT6B CCT7 CCT8 TCP1 REACTOME_FORMATION_OF_APOPTOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FORMATION_OF_APOPTOSOME APAF1 APIP AVEN CARD8 CASP9 CYCS DIABLO MAPK1 MAPK3 UACA XIAP REACTOME_FORMATION_OF_ATP_BY_CHEMIOSMOTIC_COUPLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FORMATION_OF_ATP_BY_CHEMIOSMOTIC_COUPLING ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5PB ATP5PD ATP5PF ATP5PO DMAC2L MT-ATP6 MT-ATP8 REACTOME_FORMATION_OF_AXIAL_MESODERM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FORMATION_OF_AXIAL_MESODERM CTNNB1 FOXA1 FOXA2 FOXH1 LEF1 NOTO SHH SMAD2 SMAD3 TBXT TCF7 TEAD2 TEAD4 YAP1 REACTOME_FORMATION_OF_DEFINITIVE_ENDODERM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FORMATION_OF_DEFINITIVE_ENDODERM CDH1 CTNNB1 CXCR4 EOMES FOXA2 GATA4 GATA6 GATA6-AS1 GSC LINC00261 MIXL1 SMAD2 SMAD3 SMAD4 SOX17 TBXT TCF7L2 REACTOME_FORMATION_OF_FIBRIN_CLOT_CLOTTING_CASCADE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FORMATION_OF_FIBRIN_CLOT_CLOTTING_CASCADE A2M C1QBP CD177 F10 F11 F12 F13A1 F13B F2 F2R F3 F5 F7 F8 F9 FGA FGB FGG GP1BA GP1BB GP5 GP9 KLKB1 KNG1 PF4 PF4V1 PRCP PROC PROCR PROS1 PRTN3 SERPINA5 SERPINC1 SERPIND1 SERPINE2 SERPING1 TFPI THBD VWF REACTOME_FORMATION_OF_INCISION_COMPLEX_IN_GG_NER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FORMATION_OF_INCISION_COMPLEX_IN_GG_NER CCNH CDK7 CETN2 CHD1L CUL4A CUL4B DDB1 DDB2 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 MNAT1 PARP1 PARP2 PIAS1 PIAS3 RAD23A RAD23B RBX1 RNF111 RPA1 RPA2 RPA3 RPS27A SUMO1 SUMO2 SUMO3 UBA52 UBB UBC UBE2I UBE2N UBE2V2 USP45 XPA XPC REACTOME_FORMATION_OF_INTERMEDIATE_MESODERM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FORMATION_OF_INTERMEDIATE_MESODERM BMP4 FGF2 FOXC1 FOXC2 LHX1 OSR1 PAX2 PAX8 REACTOME_FORMATION_OF_LATERAL_PLATE_MESODERM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FORMATION_OF_LATERAL_PLATE_MESODERM BMP4 FOXF1 GATA4 IHH SHH REACTOME_FORMATION_OF_PARAXIAL_MESODERM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FORMATION_OF_PARAXIAL_MESODERM BMP4 CREBBP CTNNB1 DLL1 DLL3 EP300 EPHA4 FGFR1 HES7 KAT2A KAT2B LEF1 LFNG MAML1 MAML2 MAML3 MAMLD1 MESP2 MSGN1 NOG NOTCH1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMB1 PSMB10 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSMF1 RBPJ RIPPLY2 SEM1 SNW1 TBX6 TBXT WNT3A REACTOME_FORMATION_OF_RNA_POL_II_ELONGATION_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FORMATION_OF_RNA_POL_II_ELONGATION_COMPLEX AFF4 CCNH CCNK CCNT1 CCNT2 CDC73 CDK7 CDK9 CTDP1 CTR9 EAF1 EAF2 ELL ELOA ELOA2 ELOB ELOC ERCC2 ERCC3 GTF2F1 GTF2F2 GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 IWS1 LEO1 MLLT1 MLLT3 MNAT1 NCBP1 NCBP2 NELFA NELFB NELFCD NELFE PAF1 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L RTF1 SKIC8 SSRP1 SUPT16H SUPT4H1 SUPT5H SUPT6H TCEA1 REACTOME_FORMATION_OF_SENESCENCE_ASSOCIATED_HETEROCHROMATIN_FOCI_SAHF https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FORMATION_OF_SENESCENCE_ASSOCIATED_HETEROCHROMATIN_FOCI_SAHF ASF1A CABIN1 CDKN1A EP400 H1-0 H1-1 H1-2 H1-3 H1-4 H1-5 HIRA HMGA1 HMGA2 LMNB1 RB1 TP53 UBN1 REACTOME_FORMATION_OF_TC_NER_PRE_INCISION_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FORMATION_OF_TC_NER_PRE_INCISION_COMPLEX AQR CCNH CDK7 COPS2 COPS3 COPS4 COPS5 COPS6 COPS7A COPS7B COPS8 CUL4A CUL4B DDB1 EP300 ERCC2 ERCC3 ERCC6 ERCC8 GPS1 GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 HMGN1 ISY1 MNAT1 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L PPIE PRPF19 RBX1 RPS27A TCEA1 UBA52 UBB UBC USP7 UVSSA XAB2 XPA ZNF830 REACTOME_FORMATION_OF_THE_ANTERIOR_NEURAL_PLATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FORMATION_OF_THE_ANTERIOR_NEURAL_PLATE GBX2 NANOG OTX2 PAX6 POU3F1 POU5F1 SOX1 SOX2 ZEB2 ZIC2 ZNF521 REACTOME_FORMATION_OF_THE_BETA_CATENIN_TCF_TRANSACTIVATING_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FORMATION_OF_THE_BETA_CATENIN_TCF_TRANSACTIVATING_COMPLEX ASH2L AXIN2 BCL9 BCL9L CDC73 CREBBP CTNNB1 EP300 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3-4 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HDAC1 KAT5 KMT2D LEF1 LEO1 MEN1 MYC PYGO1 PYGO2 RBBP5 RUNX3 RUVBL1 SMARCA4 TCF4 TCF7 TCF7L1 TCF7L2 TERT TLE1 TLE2 TLE3 TLE4 TRRAP REACTOME_FORMATION_OF_THE_CORNIFIED_ENVELOPE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FORMATION_OF_THE_CORNIFIED_ENVELOPE CAPN1 CAPNS1 CASP14 CDSN CELA2A CSTA DSC1 DSC2 DSC3 DSG1 DSG2 DSG3 DSG4 DSP EVPL FLG FURIN IVL JUP KAZN KLK12 KLK13 KLK14 KLK5 KLK8 KRT1 KRT10 KRT12 KRT13 KRT14 KRT15 KRT16 KRT17 KRT18 KRT19 KRT2 KRT20 KRT23 KRT24 KRT25 KRT26 KRT27 KRT28 KRT3 KRT31 KRT32 KRT33A KRT33B KRT34 KRT35 KRT36 KRT37 KRT38 KRT39 KRT4 KRT40 KRT5 KRT6A KRT6B KRT6C KRT7 KRT71 KRT72 KRT73 KRT74 KRT75 KRT76 KRT77 KRT78 KRT79 KRT8 KRT80 KRT81 KRT82 KRT83 KRT84 KRT85 KRT86 KRT9 LCE1A LCE1B LCE1C LCE1D LCE1E LCE1F LCE2A LCE2B LCE2C LCE2D LCE3A LCE3B LCE3C LCE3D LCE3E LCE4A LCE5A LCE6A LELP1 LIPJ LIPK LIPM LIPN LORICRIN PCSK6 PERP PI3 PKP1 PKP2 PKP3 PKP4 PPL PRSS8 RPTN SPINK5 SPINK6 SPINK9 SPRR1A SPRR1B SPRR2A SPRR2B SPRR2D SPRR2E SPRR2F SPRR2G SPRR3 ST14 TCHH TGM1 TGM5 REACTOME_FORMATION_OF_THE_EARLY_ELONGATION_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FORMATION_OF_THE_EARLY_ELONGATION_COMPLEX CCNH CDK7 CTDP1 ERCC2 ERCC3 GTF2F1 GTF2F2 GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 MNAT1 NCBP1 NCBP2 NELFA NELFB NELFCD NELFE POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L SUPT4H1 SUPT5H REACTOME_FORMATION_OF_THE_POSTERIOR_NEURAL_PLATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FORMATION_OF_THE_POSTERIOR_NEURAL_PLATE FGF8 GBX2 OTX2 POU3F1 SOX1 SOX2 TBX6 WNT3A ZEB2 ZNF521 REACTOME_FORMATION_OF_TUBULIN_FOLDING_INTERMEDIATES_BY_CCT_TRIC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FORMATION_OF_TUBULIN_FOLDING_INTERMEDIATES_BY_CCT_TRIC CCT2 CCT3 CCT4 CCT5 CCT6A CCT6B CCT7 CCT8 TCP1 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 REACTOME_FORMATION_OF_WDR5_CONTAINING_HISTONE_MODIFYING_COMPLEXES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FORMATION_OF_WDR5_CONTAINING_HISTONE_MODIFYING_COMPLEXES AKAP8L ASH2L BOD1 BOD1L1 CXXC1 DPY30 DR1 HCFC1 HCFC2 KANSL1 KANSL2 KANSL3 KAT14 KAT2A KAT2B KAT8 KDM6A KMT2A KMT2B KMT2C KMT2D MBIP MCRS1 MEN1 NCOA6 OGT PAGR1 PAXIP1 PHF20 PHF20L1 PSIP1 RBBP5 SETD1A SETD1B SGF29 TADA2A TADA3 TASP1 WDR5 WDR82 YEATS2 ZZZ3 REACTOME_FORMATION_OF_XYLULOSE_5_PHOSPHATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FORMATION_OF_XYLULOSE_5_PHOSPHATE AKR1A1 CRYL1 DCXR SORD XYLB REACTOME_FORMYL_PEPTIDE_RECEPTORS_BIND_FORMYL_PEPTIDES_AND_MANY_OTHER_LIGANDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FORMYL_PEPTIDE_RECEPTORS_BIND_FORMYL_PEPTIDES_AND_MANY_OTHER_LIGANDS ANXA1 APP CCL23 FPR1 FPR2 FPR3 HEBP1 SAA1 REACTOME_FOXO_MEDIATED_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FOXO_MEDIATED_TRANSCRIPTION ABCA6 AGRP AKT1 AKT2 AKT3 ATXN3 BBC3 BCL2L11 BCL6 BTG1 CAT CAV1 CCNG2 CDKN1A CDKN1B CITED2 CREBBP DDIT3 EP300 FASLG FBXO32 FOXG1 FOXO1 FOXO3 FOXO4 FOXO6 G6PC1 GADD45A GCK HDAC1 HDAC2 IGFBP1 INS KAT2B KLF4 MSTN NFYA NFYB NFYC NPY NR3C1 PCBP4 PCK1 PINK1 PLXNA4 POMC PPARGC1A RBL2 RETN SFN SIN3A SIRT1 SIRT3 SMAD2 SMAD3 SMAD4 SOD2 SREBF1 STK11 TRIM63 TXN TXNIP YWHAB YWHAG YWHAQ YWHAZ REACTOME_FOXO_MEDIATED_TRANSCRIPTION_OF_CELL_CYCLE_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FOXO_MEDIATED_TRANSCRIPTION_OF_CELL_CYCLE_GENES BTG1 CAV1 CCNG2 CDKN1A CDKN1B FOXG1 FOXO1 FOXO3 FOXO4 GADD45A KLF4 MSTN PCBP4 RBL2 SMAD2 SMAD3 SMAD4 REACTOME_FOXO_MEDIATED_TRANSCRIPTION_OF_CELL_DEATH_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FOXO_MEDIATED_TRANSCRIPTION_OF_CELL_DEATH_GENES BBC3 BCL2L11 BCL6 CITED2 CREBBP DDIT3 EP300 FASLG FOXO1 FOXO3 FOXO4 NFYA NFYB NFYC PINK1 STK11 REACTOME_FOXO_MEDIATED_TRANSCRIPTION_OF_OXIDATIVE_STRESS_METABOLIC_AND_NEURONAL_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FOXO_MEDIATED_TRANSCRIPTION_OF_OXIDATIVE_STRESS_METABOLIC_AND_NEURONAL_GENES ABCA6 AGRP ATXN3 CAT FBXO32 FOXO1 FOXO3 FOXO4 FOXO6 G6PC1 GCK HDAC1 HDAC2 IGFBP1 INS NPY NR3C1 PCK1 PLXNA4 POMC PPARGC1A RETN SIN3A SIRT3 SMAD2 SMAD3 SMAD4 SOD2 SREBF1 TRIM63 REACTOME_FREE_FATTY_ACIDS_REGULATE_INSULIN_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FREE_FATTY_ACIDS_REGULATE_INSULIN_SECRETION ACSL3 ACSL4 CD36 FFAR1 GNA11 GNA14 GNA15 GNAQ PLCB1 PLCB2 PLCB3 REACTOME_FREE_FATTY_ACID_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FREE_FATTY_ACID_RECEPTORS FFAR1 FFAR2 FFAR3 FFAR4 GPR31 REACTOME_FRS_MEDIATED_FGFR1_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FRS_MEDIATED_FGFR1_SIGNALING FGF1 FGF10 FGF17 FGF2 FGF20 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF8 FGF9 FGFR1 FRS2 FRS3 GRB2 HRAS KL KRAS NRAS PTPN11 SOS1 REACTOME_FRS_MEDIATED_FGFR2_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FRS_MEDIATED_FGFR2_SIGNALING FGF1 FGF10 FGF16 FGF17 FGF18 FGF2 FGF20 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR2 FRS2 FRS3 GRB2 HRAS KRAS NRAS PTPN11 SOS1 REACTOME_FRS_MEDIATED_FGFR3_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FRS_MEDIATED_FGFR3_SIGNALING FGF1 FGF16 FGF17 FGF18 FGF2 FGF20 FGF23 FGF4 FGF5 FGF8 FGF9 FGFR3 FRS2 FRS3 GRB2 HRAS KRAS NRAS PTPN11 SOS1 REACTOME_FRS_MEDIATED_FGFR4_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FRS_MEDIATED_FGFR4_SIGNALING FGF1 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF23 FGF4 FGF6 FGF8 FGF9 FGFR4 FRS2 FRS3 GRB2 HRAS KLB KRAS NRAS PTPN11 SOS1 REACTOME_FRUCTOSE_CATABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FRUCTOSE_CATABOLISM ALDH1A1 ALDOB GLYCTK KHK TKFC REACTOME_FRUCTOSE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FRUCTOSE_METABOLISM AKR1B1 ALDH1A1 ALDOB GLYCTK KHK SORD TKFC REACTOME_G0_AND_EARLY_G1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_G0_AND_EARLY_G1 CCNA1 CCNA2 CCNE1 CCNE2 CDC25A CDC6 CDK1 CDK2 DYRK1A E2F1 E2F4 E2F5 HDAC1 LIN37 LIN52 LIN54 LIN9 MAX MYBL2 MYC PCNA RBBP4 RBL1 RBL2 TFDP1 TFDP2 TOP2A REACTOME_G1_S_DNA_DAMAGE_CHECKPOINTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_G1_S_DNA_DAMAGE_CHECKPOINTS ATM CCNA1 CCNA2 CCNE1 CCNE2 CDC25A CDK2 CDKN1A CDKN1B CDKN2A CHEK1 CHEK2 COP1 MDM2 MDM4 PCBP4 PHF20 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RPS27A SEM1 TP53 UBA52 UBB UBC ZNF385A REACTOME_G1_S_SPECIFIC_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_G1_S_SPECIFIC_TRANSCRIPTION CCNA1 CCNE1 CDC25A CDC45 CDC6 CDK1 CDT1 DHFR E2F1 E2F4 E2F5 E2F6 FBXO5 HDAC1 LIN37 LIN52 LIN54 LIN9 ORC1 PCNA POLA1 RBBP4 RBL1 RBL2 RRM2 TFDP1 TFDP2 TK1 TYMS REACTOME_G2_M_CHECKPOINTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_G2_M_CHECKPOINTS ABRAXAS1 ATM ATR ATRIP BABAM1 BABAM2 BARD1 BLM BRCA1 BRCC3 BRIP1 CCNB1 CCNB2 CDC25A CDC25C CDC45 CDC6 CDC7 CDK1 CDK2 CHEK1 CHEK2 CLSPN DBF4 DNA2 EXO1 GTSE1 H2AX H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-4 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HERC2 HUS1 KAT5 MCM10 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 MDC1 MRE11 NBN NSD2 ORC1 ORC2 ORC3 ORC4 ORC5 ORC6 PIAS4 PKMYT1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RAD1 RAD17 RAD50 RAD9A RAD9B RBBP8 RFC2 RFC3 RFC4 RFC5 RHNO1 RMI1 RMI2 RNF168 RNF8 RPA1 RPA2 RPA3 RPS27A SEM1 SFN TOP3A TOPBP1 TP53 TP53BP1 UBA52 UBB UBC UBE2N UBE2V2 UIMC1 WEE1 WRN YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ REACTOME_G2_M_DNA_DAMAGE_CHECKPOINT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_G2_M_DNA_DAMAGE_CHECKPOINT ABRAXAS1 ATM ATR ATRIP BABAM1 BABAM2 BARD1 BLM BRCA1 BRCC3 BRIP1 CCNB1 CDC25C CDK1 CHEK1 CHEK2 DNA2 EXO1 H2AX H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-4 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HERC2 HUS1 KAT5 MDC1 MRE11 NBN NSD2 PIAS4 RAD1 RAD17 RAD50 RAD9A RAD9B RBBP8 RFC2 RFC3 RFC4 RFC5 RHNO1 RMI1 RMI2 RNF168 RNF8 RPA1 RPA2 RPA3 SFN TOP3A TOPBP1 TP53 TP53BP1 UBE2N UBE2V2 UIMC1 WEE1 WRN YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ REACTOME_G2_M_DNA_REPLICATION_CHECKPOINT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_G2_M_DNA_REPLICATION_CHECKPOINT CCNB1 CCNB2 CDK1 PKMYT1 WEE1 REACTOME_G2_PHASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_G2_PHASE CCNA1 CCNA2 CDK2 E2F1 E2F3 REACTOME_GAB1_SIGNALOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GAB1_SIGNALOSOME AREG BTC CSK EGF EGFR EPGN EREG GAB1 GRB2 HBEGF PAG1 PIK3CA PIK3R1 PTPN11 PXN SRC TGFA REACTOME_GABA_B_RECEPTOR_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GABA_B_RECEPTOR_ACTIVATION ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 GABBR1 GABBR2 GNAI1 GNAI2 GNAI3 GNAL GNAT3 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 KCNJ10 KCNJ12 KCNJ15 KCNJ16 KCNJ2 KCNJ3 KCNJ4 KCNJ5 KCNJ6 KCNJ9 REACTOME_GABA_RECEPTOR_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GABA_RECEPTOR_ACTIVATION ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ARHGEF9 GABBR1 GABBR2 GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRB1 GABRB2 GABRB3 GABRG2 GABRG3 GABRQ GABRR1 GABRR2 GABRR3 GNAI1 GNAI2 GNAI3 GNAL GNAT3 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 KCNJ10 KCNJ12 KCNJ15 KCNJ16 KCNJ2 KCNJ3 KCNJ4 KCNJ5 KCNJ6 KCNJ9 NPTN REACTOME_GABA_SYNTHESIS_RELEASE_REUPTAKE_AND_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GABA_SYNTHESIS_RELEASE_REUPTAKE_AND_DEGRADATION ABAT ALDH5A1 CPLX1 DNAJC5 GAD1 GAD2 HSPA8 RAB3A RIMS1 SLC32A1 SLC6A1 SLC6A11 SLC6A12 SLC6A13 SNAP25 STX1A STXBP1 SYT1 VAMP2 REACTOME_GAMMA_CARBOXYLATION_HYPUSINYLATION_HYDROXYLATION_AND_ARYLSULFATASE_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GAMMA_CARBOXYLATION_HYPUSINYLATION_HYDROXYLATION_AND_ARYLSULFATASE_ACTIVATION ARSA ARSB ARSD ARSF ARSG ARSH ARSI ARSJ ARSK ARSL ASPH BGLAP DHPS DNAJC24 DOHH DPH1 DPH2 DPH3 DPH5 DPH6 DPH7 DRG1 DRG2 EEF2 EIF5A EIF5A2 ETF1 F10 F2 F7 F8 F9 FN3K FN3KRP FURIN GAS6 GGCX ICMT JMJD4 JMJD6 JMJD7 KDM8 OGFOD1 PROC PROS1 PROZ RCCD1 RIOX1 RIOX2 RPL27A RPL8 RPS23 RPS6 RWDD1 STS SUMF1 SUMF2 TPST1 TPST2 U2AF2 ZC3H15 REACTOME_GAMMA_CARBOXYLATION_TRANSPORT_AND_AMINO_TERMINAL_CLEAVAGE_OF_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GAMMA_CARBOXYLATION_TRANSPORT_AND_AMINO_TERMINAL_CLEAVAGE_OF_PROTEINS BGLAP F10 F2 F7 F9 FURIN GAS6 GGCX PROC PROS1 PROZ REACTOME_GAP_FILLING_DNA_REPAIR_SYNTHESIS_AND_LIGATION_IN_GG_NER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GAP_FILLING_DNA_REPAIR_SYNTHESIS_AND_LIGATION_IN_GG_NER LIG1 LIG3 PCNA POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POLK RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 RPS27A UBA52 UBB UBC XRCC1 REACTOME_GAP_JUNCTION_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GAP_JUNCTION_ASSEMBLY GJA1 GJA10 GJA3 GJA4 GJA5 GJA8 GJA9 GJB1 GJB2 GJB3 GJB4 GJB5 GJB6 GJB7 GJC1 GJC2 GJD2 GJD3 GJD4 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B REACTOME_GAP_JUNCTION_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GAP_JUNCTION_DEGRADATION ACTB ACTG1 AP2M1 CLTA CLTB CLTC CLTCL1 DAB2 DNM1 DNM2 GJA1 MYO6 REACTOME_GAP_JUNCTION_TRAFFICKING_AND_REGULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GAP_JUNCTION_TRAFFICKING_AND_REGULATION ACTB ACTG1 AP2M1 CLTA CLTB CLTC CLTCL1 DAB2 DNM1 DNM2 GJA1 GJA10 GJA3 GJA4 GJA5 GJA8 GJA9 GJB1 GJB2 GJB3 GJB4 GJB5 GJB6 GJB7 GJC1 GJC2 GJD2 GJD3 GJD4 MYO6 SRC TJP1 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B REACTOME_GASTRIN_CREB_SIGNALLING_PATHWAY_VIA_PKC_AND_MAPK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GASTRIN_CREB_SIGNALLING_PATHWAY_VIA_PKC_AND_MAPK CCKBR CREB1 EGFR GAST GRB2 HBEGF HRAS KRAS MAPK1 MAPK3 MAPK7 MMP3 NRAS PRKCA RPS6KA1 RPS6KA2 RPS6KA3 SOS1 REACTOME_GASTRULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GASTRULATION BMP4 CDH1 CLDN7 CREBBP CTNNB1 CXCR4 DLL1 DLL3 EOMES EP300 EPHA4 FGF2 FGF8 FGFR1 FOXA1 FOXA2 FOXC1 FOXC2 FOXF1 FOXH1 GATA4 GATA6 GATA6-AS1 GBX2 GSC HES7 IHH KAT2A KAT2B LEF1 LFNG LHX1 LINC00261 MAML1 MAML2 MAML3 MAMLD1 MESP2 MIXL1 MSGN1 NANOG NOG NOTCH1 NOTO OCLN OSR1 OTX2 PAX2 PAX6 PAX8 POU3F1 POU5F1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMB1 PSMB10 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSMF1 RBPJ RIPPLY2 SEM1 SHH SMAD2 SMAD3 SMAD4 SNAI1 SNW1 SOX1 SOX17 SOX2 TBPL2 TBX6 TBXT TCF7 TCF7L2 TEAD2 TEAD4 TRIM33 WNT3A YAP1 ZEB2 ZIC2 ZNF521 REACTOME_GDP_FUCOSE_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GDP_FUCOSE_BIOSYNTHESIS FCSK FPGT FUOM GFUS GMDS SLC35C1 REACTOME_GENERATION_OF_SECOND_MESSENGER_MOLECULES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GENERATION_OF_SECOND_MESSENGER_MOLECULES CD101 CD247 CD3D CD3E CD3G CD4 ENAH EVL FYB1 GRAP2 HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 ITK LAT LCK LCP2 NCK1 PAK1 PAK2 PAK3 PLCG1 PLCG2 TRAV19 TRAV29DV5 TRAV8-4 TRBV12-3 TRBV7-9 VASP WAS ZAP70 REACTOME_GENE_AND_PROTEIN_EXPRESSION_BY_JAK_STAT_SIGNALING_AFTER_INTERLEUKIN_12_STIMULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GENE_AND_PROTEIN_EXPRESSION_BY_JAK_STAT_SIGNALING_AFTER_INTERLEUKIN_12_STIMULATION AIP ANXA2 ARF1 BOLA2 BOLA2B CA1 CAPZA1 CDC42 CFL1 CNN2 GSTA2 GSTO1 HNRNPA2B1 HNRNPDL HNRNPF HSPA9 IFNG IL10 LCP1 LMNB1 MIF MSN MTAP PAK2 PDCD4 PITPNA PPIA PSME2 RALA RAP1B RPLP0 SERPINB2 SNRPA1 SOD1 SOD2 STAT4 TALDO1 TCP1 REACTOME_GENE_SILENCING_BY_RNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GENE_SILENCING_BY_RNA AAAS AGO1 AGO2 AGO3 AGO4 ANG ASZ1 BCDIN3D DDX4 DGCR8 DICER1 DROSHA ELAC2 FKBP6 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HENMT1 HSP90AA1 IPO8 MAEL MIR23B MOV10L1 MYBL1 NDC1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 PIWIL1 PIWIL2 PIWIL4 PLD6 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L POM121 POM121C PRKRA RAE1 RAN RANBP2 SEC13 SEH1L TARBP2 TDRD1 TDRD12 TDRD6 TDRD9 TDRKH TNRC6A TNRC6B TNRC6C TPR TSN TSNAX XPO5 REACTOME_GERM_LAYER_FORMATION_AT_GASTRULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GERM_LAYER_FORMATION_AT_GASTRULATION BMP4 CTNNB1 EOMES FOXH1 GSC LEF1 MIXL1 NANOG POU5F1 SMAD2 SMAD3 SMAD4 SOX2 TBPL2 TBXT TCF7 TRIM33 REACTOME_GLI_PROTEINS_BIND_PROMOTERS_OF_HH_RESPONSIVE_GENES_TO_PROMOTE_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GLI_PROTEINS_BIND_PROMOTERS_OF_HH_RESPONSIVE_GENES_TO_PROMOTE_TRANSCRIPTION BOC GLI1 GLI2 GLI3 HHIP PTCH1 PTCH2 REACTOME_GLOBAL_GENOME_NUCLEOTIDE_EXCISION_REPAIR_GG_NER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GLOBAL_GENOME_NUCLEOTIDE_EXCISION_REPAIR_GG_NER ACTB ACTL6A ACTR5 ACTR8 CCNH CDK7 CETN2 CHD1L COPS2 COPS3 COPS4 COPS5 COPS6 COPS7A COPS7B COPS8 CUL4A CUL4B DDB1 DDB2 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 GPS1 GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 INO80 INO80B INO80C INO80D INO80E LIG1 LIG3 MCRS1 MNAT1 NFRKB PARP1 PARP2 PCNA PIAS1 PIAS3 POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POLK RAD23A RAD23B RBX1 RFC1 RFC2 RFC3 RFC4 RFC5 RNF111 RPA1 RPA2 RPA3 RPS27A RUVBL1 SUMO1 SUMO2 SUMO3 TFPT UBA52 UBB UBC UBE2I UBE2N UBE2V2 USP45 XPA XPC XRCC1 YY1 REACTOME_GLUCAGON_LIKE_PEPTIDE_1_GLP1_REGULATES_INSULIN_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GLUCAGON_LIKE_PEPTIDE_1_GLP1_REGULATES_INSULIN_SECRETION ADCY5 ADCY6 ADCY8 AKAP5 GCG GLP1R GNAS GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 IQGAP1 ITPR1 ITPR2 ITPR3 KCNB1 KCNC2 KCNG2 KCNS3 PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B RAP1A RAPGEF3 RAPGEF4 REACTOME_GLUCAGON_SIGNALING_IN_METABOLIC_REGULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GLUCAGON_SIGNALING_IN_METABOLIC_REGULATION ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 GCG GCGR GNAS GNB1 GNB2 GNB3 GNB4 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B REACTOME_GLUCAGON_TYPE_LIGAND_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GLUCAGON_TYPE_LIGAND_RECEPTORS ADCYAP1 ADCYAP1R1 GCG GCGR GHRH GHRHR GIP GIPR GLP1R GLP2R GNAS GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 SCT SCTR VIP VIPR1 VIPR2 REACTOME_GLUCOCORTICOID_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GLUCOCORTICOID_BIOSYNTHESIS CYP11B1 CYP11B2 CYP17A1 CYP21A2 HSD11B1 HSD11B2 HSD3B1 HSD3B2 POMC SERPINA6 REACTOME_GLUCONEOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GLUCONEOGENESIS ALDOA ALDOB ALDOC ENO1 ENO2 ENO3 ENO4 FBP1 FBP2 G6PC1 G6PC2 G6PC3 GAPDH GAPDHS GOT1 GOT2 GPI MDH1 MDH2 PC PCK1 PCK2 PGAM1 PGAM2 PGK1 PGK2 SLC25A1 SLC25A10 SLC25A11 SLC25A12 SLC25A13 SLC37A1 SLC37A2 SLC37A4 TPI1 REACTOME_GLUCOSE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GLUCOSE_METABOLISM AAAS ADPGK ALDOA ALDOB ALDOC BPGM ENO1 ENO2 ENO3 ENO4 FBP1 FBP2 G6PC1 G6PC2 G6PC3 GAPDH GAPDHS GCK GCKR GNPDA1 GNPDA2 GOT1 GOT2 GPI HK1 HK2 HK3 HKDC1 MDH1 MDH2 NDC1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 PC PCK1 PCK2 PFKFB1 PFKFB2 PFKFB3 PFKFB4 PFKL PFKM PFKP PGAM1 PGAM2 PGK1 PGK2 PGM2L1 PGP PKLR PKM POM121 POM121C PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5D PRKACA PRKACB PRKACG RAE1 RANBP2 SEC13 SEH1L SLC25A1 SLC25A10 SLC25A11 SLC25A12 SLC25A13 SLC37A1 SLC37A2 SLC37A4 TPI1 TPR REACTOME_GLUCURONIDATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GLUCURONIDATION ABHD10 SLC35D1 UGDH UGP2 UGT1A1 UGT1A10 UGT1A3 UGT1A4 UGT1A5 UGT1A6 UGT1A7 UGT1A8 UGT1A9 UGT2A1 UGT2A2 UGT2A3 UGT2B10 UGT2B11 UGT2B15 UGT2B17 UGT2B28 UGT2B4 UGT2B7 UGT3A1 UGT3A2 REACTOME_GLUTAMATE_AND_GLUTAMINE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GLUTAMATE_AND_GLUTAMINE_METABOLISM ALDH18A1 GLS GLS2 GLUD1 GLUD2 GLUL GOT2 KYAT1 OAT PYCR1 PYCR2 PYCR3 RIMKLA RIMKLB REACTOME_GLUTAMATE_NEUROTRANSMITTER_RELEASE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GLUTAMATE_NEUROTRANSMITTER_RELEASE_CYCLE ARL6IP5 CPLX1 GLS GLS2 PPFIA1 PPFIA2 PPFIA3 PPFIA4 RAB3A RIMS1 SLC17A7 SLC1A1 SLC1A2 SLC1A3 SLC1A6 SLC1A7 SLC38A2 SNAP25 STX1A STXBP1 SYT1 TSPOAP1 UNC13B VAMP2 REACTOME_GLUTATHIONE_CONJUGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GLUTATHIONE_CONJUGATION AKR1A1 CHAC1 CHAC2 CNDP2 ESD GCLC GCLM GGCT GGT1 GGT5 GGT6 GGT7 GSS GSTA1 GSTA2 GSTA3 GSTA4 GSTA5 GSTK1 GSTM1 GSTM2 GSTM3 GSTM4 GSTM5 GSTO1 GSTO2 GSTP1 GSTT1 GSTT2 GSTT2B GSTZ1 HPGDS MGST1 MGST2 MGST3 OPLAH REACTOME_GLUTATHIONE_SYNTHESIS_AND_RECYCLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GLUTATHIONE_SYNTHESIS_AND_RECYCLING CHAC1 CHAC2 CNDP2 GCLC GCLM GGCT GGT1 GGT5 GGT6 GGT7 GSS OPLAH REACTOME_GLYCEROPHOSPHOLIPID_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GLYCEROPHOSPHOLIPID_BIOSYNTHESIS ABHD3 ABHD4 ACHE ACP6 AGK AGPAT1 AGPAT2 AGPAT3 AGPAT4 AGPAT5 ALPI AWAT2 BCHE CDIPT CDS1 CDS2 CEPT1 CHAT CHKA CHKB CHPT1 CPNE1 CPNE3 CPNE6 CPNE7 CRLS1 CSNK2A1 CSNK2A2 CSNK2B DDHD1 DDHD2 DGAT1 DGAT2 DGAT2L6 ETNK1 ETNK2 ETNPPL GNPAT GPAM GPAT2 GPAT3 GPAT4 GPCPD1 GPD1 GPD1L GPD2 HADHA HADHB LCLAT1 LIPH LIPI LPCAT1 LPCAT2 LPCAT3 LPCAT4 LPGAT1 LPIN1 LPIN2 LPIN3 MBOAT1 MBOAT2 MBOAT7 MFSD2A MGLL MIGA1 MIGA2 OSBPL10 OSBPL5 OSBPL8 PCTP PCYT1A PCYT1B PCYT2 PEMT PGS1 PHOSPHO1 PISD PITPNB PITPNM1 PITPNM2 PITPNM3 PLA1A PLA2G10 PLA2G12A PLA2G15 PLA2G1B PLA2G2A PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G4A PLA2G4B PLA2G4C PLA2G4D PLA2G4E PLA2G4F PLA2G5 PLA2G6 PLA2R1 PLAAT1 PLAAT2 PLAAT3 PLAAT4 PLAAT5 PLB1 PLBD1 PLD1 PLD2 PLD3 PLD4 PLD6 PNPLA2 PNPLA3 PNPLA8 PTDSS1 PTDSS2 PTPMT1 SELENOI SLC44A1 SLC44A2 SLC44A3 SLC44A4 SLC44A5 STARD10 STARD7 TAFAZZIN TMEM86B REACTOME_GLYCEROPHOSPHOLIPID_CATABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GLYCEROPHOSPHOLIPID_CATABOLISM ENPP6 GDE1 GDPD1 GDPD3 GDPD5 PNPLA6 PNPLA7 REACTOME_GLYCOGEN_BREAKDOWN_GLYCOGENOLYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GLYCOGEN_BREAKDOWN_GLYCOGENOLYSIS AGL CALM1 GAA GYG1 GYG2 PGM1 PHKA1 PHKA2 PHKB PHKG1 PHKG2 PYGB PYGL PYGM REACTOME_GLYCOGEN_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GLYCOGEN_METABOLISM AGL CALM1 EPM2A GAA GBE1 GYG1 GYG2 GYS1 GYS2 NHLRC1 PGM1 PHKA1 PHKA2 PHKB PHKG1 PHKG2 PPP1R3C PYGB PYGL PYGM RPS27A UBA52 UBB UBC UGP2 REACTOME_GLYCOGEN_STORAGE_DISEASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GLYCOGEN_STORAGE_DISEASES EPM2A G6PC1 G6PC3 GAA GBE1 GYG1 GYG2 GYS1 GYS2 NHLRC1 PPP1R3C RPS27A SLC37A4 UBA52 UBB UBC REACTOME_GLYCOGEN_SYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GLYCOGEN_SYNTHESIS EPM2A GBE1 GYG1 GYG2 GYS1 GYS2 NHLRC1 PGM1 PPP1R3C RPS27A UBA52 UBB UBC UGP2 REACTOME_GLYCOLYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GLYCOLYSIS AAAS ADPGK ALDOA ALDOB ALDOC BPGM ENO1 ENO2 ENO3 ENO4 GAPDH GAPDHS GCK GCKR GNPDA1 GNPDA2 GPI HK1 HK2 HK3 HKDC1 NDC1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 PFKFB1 PFKFB2 PFKFB3 PFKFB4 PFKL PFKM PFKP PGAM1 PGAM2 PGK1 PGK2 PGM2L1 PGP PKLR PKM POM121 POM121C PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5D PRKACA PRKACB PRKACG RAE1 RANBP2 SEC13 SEH1L TPI1 TPR REACTOME_GLYCOSAMINOGLYCAN_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GLYCOSAMINOGLYCAN_METABOLISM ABCC5 ACAN AGRN ARSB B3GALT6 B3GAT1 B3GAT2 B3GAT3 B3GNT2 B3GNT3 B3GNT4 B3GNT7 B4GALT1 B4GALT2 B4GALT3 B4GALT4 B4GALT5 B4GALT6 B4GALT7 B4GAT1 BCAN BGN CD44 CEMIP CHP1 CHPF CHPF2 CHST1 CHST11 CHST12 CHST13 CHST14 CHST15 CHST2 CHST3 CHST5 CHST6 CHST7 CHST9 CHSY1 CHSY3 CSGALNACT1 CSGALNACT2 CSPG4 CSPG5 DCN DSE DSEL EXT1 EXT2 FMOD GALNS GLB1 GLB1L GLB1L2 GLB1L3 GLCE GNS GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 GUSB HAS1 HAS2 HAS3 HEXA HEXB HGSNAT HMMR HPSE HPSE2 HS2ST1 HS3ST1 HS3ST2 HS3ST3A1 HS3ST3B1 HS3ST4 HS3ST5 HS3ST6 HS6ST1 HS6ST2 HS6ST3 HSPG2 HYAL1 HYAL2 HYAL3 IDS IDUA KERA LUM LYVE1 NAGLU NCAN NDST1 NDST2 NDST3 NDST4 OGN OMD PAPSS1 PAPSS2 PRELP SDC1 SDC2 SDC3 SDC4 SGSH SLC26A1 SLC26A2 SLC35B2 SLC35B3 SLC35D2 SLC9A1 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST3GAL6 STAB2 UST VCAN XYLT1 XYLT2 REACTOME_GLYCOSPHINGOLIPID_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GLYCOSPHINGOLIPID_BIOSYNTHESIS B3GALNT1 B4GALNT1 CERK CPTP ESYT1 ESYT2 ESYT3 GLTP UGCG UGT8 REACTOME_GLYCOSPHINGOLIPID_CATABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GLYCOSPHINGOLIPID_CATABOLISM ARSA ARSB ARSD ARSF ARSG ARSH ARSI ARSJ ARSK ARSL ASAH1 ASAH2 CTSA ENPP7 GALC GBA1 GBA2 GBA3 GLA GLB1 GLB1L GLB1L2 GLB1L3 GM2A HEXA HEXB M6PR NEU1 NEU2 NEU3 NEU4 PSAP SMPD1 SMPD2 SMPD3 SMPD4 STS SUMF1 SUMF2 REACTOME_GLYCOSPHINGOLIPID_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GLYCOSPHINGOLIPID_METABOLISM ARSA ARSB ARSD ARSF ARSG ARSH ARSI ARSJ ARSK ARSL ASAH1 ASAH2 B3GALNT1 B4GALNT1 CERK CPTP CTSA ENPP7 ESYT1 ESYT2 ESYT3 GALC GBA1 GBA2 GBA3 GLA GLB1 GLB1L GLB1L2 GLB1L3 GLTP GM2A HEXA HEXB M6PR NEU1 NEU2 NEU3 NEU4 PSAP SMPD1 SMPD2 SMPD3 SMPD4 STS SUMF1 SUMF2 UGCG UGT8 REACTOME_GLYOXYLATE_METABOLISM_AND_GLYCINE_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GLYOXYLATE_METABOLISM_AND_GLYCINE_DEGRADATION AGXT AGXT2 ALDH4A1 AMT BCKDHA BCKDHB DAO DBT DDO DHTKD1 DLAT DLD DLST GCSH GLDC GNMT GOT2 GRHPR HAO1 HOGA1 LIAS LIPT1 LIPT2 NDUFAB1 OGDH PDHA1 PDHA2 PDHB PDHX PRODH2 PXMP2 REACTOME_GOLGI_ASSOCIATED_VESICLE_BIOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GOLGI_ASSOCIATED_VESICLE_BIOGENESIS ACBD3 AP1B1 AP1G1 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 AP3B1 AP3S1 AP4B1 AP4E1 ARF1 ARRB1 BLOC1S1 BLOC1S3 BLOC1S4 BLOC1S6 CLINT1 CLTA CLTC CPD DNAJC6 DNM2 DTNBP1 FTH1 FTL GAK GOLGB1 HIP1R HSPA8 IGF2R NAPA NECAP1 OCRL PICALM PIK3C2A PUM1 RAB5C SH3D19 SH3GL2 SNAPIN SNX2 SNX5 SNX9 SORT1 TBC1D8B TFRC TGOLN2 TPD52 TPD52L1 TXNDC5 VAMP2 VAMP7 VAMP8 YIPF6 REACTOME_GOLGI_CISTERNAE_PERICENTRIOLAR_STACK_REORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GOLGI_CISTERNAE_PERICENTRIOLAR_STACK_REORGANIZATION BLZF1 CCNB1 CCNB2 CDK1 GOLGA2 GORASP1 GORASP2 MAPK1 MAPK3 PLK1 RAB1A RAB1B RAB2A USO1 REACTOME_GOLGI_TO_ER_RETROGRADE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GOLGI_TO_ER_RETROGRADE_TRANSPORT ACTR10 ACTR1A AGPAT3 ARCN1 ARF1 ARF3 ARF4 ARF5 ARFGAP1 ARFGAP2 ARFGAP3 BICD1 BICD2 BNIP1 CAPZA1 CAPZA2 CAPZA3 CAPZB CENPE COPA COPB1 COPB2 COPE COPG1 COPG2 COPZ1 COPZ2 DCTN1 DCTN2 DCTN3 DCTN4 DCTN5 DCTN6 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 GALNT1 GALNT2 GBF1 KDELR1 KDELR2 KDELR3 KIF11 KIF12 KIF13B KIF15 KIF16B KIF18A KIF18B KIF19 KIF1A KIF1B KIF1C KIF20A KIF20B KIF21A KIF21B KIF22 KIF23 KIF25 KIF26A KIF26B KIF27 KIF2A KIF2B KIF2C KIF3A KIF3B KIF3C KIF4A KIF4B KIF5A KIF5B KIF6 KIF9 KIFAP3 KIFC1 KIFC2 KLC1 KLC2 KLC3 KLC4 NAPA NAPB NAPG NBAS NSF PAFAH1B1 PAFAH1B2 PAFAH1B3 PLA2G4A PLA2G6 RAB18 RAB1A RAB1B RAB3GAP1 RAB3GAP2 RAB6A RAB6B RACGAP1 RINT1 SEC22B STX18 SURF4 TMED10 TMED2 TMED3 TMED7 TMED9 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B USE1 ZW10 REACTOME_GP1B_IX_V_ACTIVATION_SIGNALLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GP1B_IX_V_ACTIVATION_SIGNALLING COL1A1 COL1A2 FLNA GP1BA GP1BB GP5 GP9 PIK3R1 RAF1 SRC VWF YWHAZ REACTOME_GPCR_LIGAND_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GPCR_LIGAND_BINDING ACKR1 ACKR2 ACKR3 ACKR4 ADCYAP1 ADCYAP1R1 ADGRE1 ADGRE2 ADGRE3 ADGRE5 ADM ADM2 ADORA1 ADORA2A ADORA2B ADORA3 ADRA1A ADRA1B ADRA1D ADRA2A ADRA2B ADRA2C ADRB1 ADRB2 ADRB3 AGT AGTR1 AGTR2 ANXA1 APLN APLNR APP AVP AVPR1A AVPR1B AVPR2 BDKRB1 BDKRB2 BRS3 C3 C3AR1 C5 C5AR1 C5AR2 CALCA CALCB CALCR CALCRL CASR CCK CCKAR CCKBR CCL1 CCL11 CCL13 CCL16 CCL17 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL25 CCL27 CCL28 CCL3 CCL3L1 CCL3L3 CCL4 CCL5 CCL7 CCR1 CCR10 CCR2 CCR3 CCR4 CCR5 CCR6 CCR7 CCR8 CCR9 CCRL2 CD55 CGA CHRM1 CHRM2 CHRM3 CHRM4 CHRM5 CMKLR1 CNR1 CNR2 CORT CRH CRHBP CRHR1 CRHR2 CX3CL1 CX3CR1 CXCL1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL16 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 CXCR1 CXCR2 CXCR3 CXCR4 CXCR5 CXCR6 CYSLTR1 CYSLTR2 DHH DRD1 DRD2 DRD3 DRD4 DRD5 ECE1 ECE2 EDN1 EDN2 EDN3 EDNRA EDNRB F2 F2R F2RL1 F2RL2 F2RL3 FFAR1 FFAR2 FFAR3 FFAR4 FPR1 FPR2 FPR3 FSHB FSHR FZD1 FZD10 FZD2 FZD3 FZD4 FZD5 FZD6 FZD7 FZD8 FZD9 GABBR1 GABBR2 GAL GALR1 GALR2 GALR3 GCG GCGR GHRH GHRHR GHRL GHSR GIP GIPR GLP1R GLP2R GNAS GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 GNRH1 GNRH2 GNRHR GPBAR1 GPER1 GPHA2 GPHB5 GPR132 GPR143 GPR17 GPR18 GPR183 GPR31 GPR35 GPR37 GPR37L1 GPR39 GPR4 GPR55 GPR65 GPR68 GPRC6A GRM1 GRM2 GRM3 GRM4 GRM5 GRM6 GRM7 GRM8 GRP GRPR HCAR1 HCAR2 HCAR3 HCRT HCRTR1 HCRTR2 HEBP1 HRH1 HRH2 HRH3 HRH4 HTR1A HTR1B HTR1D HTR1E HTR1F HTR2A HTR2B HTR2C HTR4 HTR5A HTR6 HTR7 IAPP IHH INSL3 INSL5 KEL KISS1 KISS1R KNG1 LHB LHCGR LPAR1 LPAR2 LPAR3 LPAR4 LPAR5 LPAR6 LTB4R LTB4R2 MC1R MC2R MC3R MC4R MC5R MCHR1 MCHR2 MLN MLNR MTNR1A MTNR1B NLN NMB NMBR NMS NMU NMUR1 NMUR2 NPB NPBWR1 NPBWR2 NPFF NPFFR1 NPFFR2 NPS NPSR1 NPW NPY NPY1R NPY2R NPY4R NPY5R NTS NTSR1 NTSR2 OPN1LW OPN1MW OPN1SW OPN3 OPN4 OPN5 OPRD1 OPRK1 OPRL1 OPRM1 OXER1 OXGR1 OXT OXTR P2RY1 P2RY10 P2RY11 P2RY12 P2RY13 P2RY14 P2RY2 P2RY4 P2RY6 PDYN PENK PF4 PLPPR1 PLPPR2 PLPPR3 PLPPR4 PLPPR5 PMCH PNOC POMC PPBP PPY PRLH PRLHR PROK1 PROK2 PROKR1 PROKR2 PSAP PTAFR PTCH1 PTCH2 PTGDR PTGDR2 PTGER1 PTGER2 PTGER3 PTGER4 PTGFR PTGIR PTH PTH1R PTH2 PTH2R PTHLH PYY QRFP QRFPR RAMP1 RAMP2 RAMP3 RGR RHO RLN2 RLN3 RRH RXFP1 RXFP2 RXFP3 RXFP4 S1PR1 S1PR2 S1PR3 S1PR4 S1PR5 SAA1 SCT SCTR SHH SMO SST SSTR1 SSTR2 SSTR3 SSTR4 SSTR5 SUCNR1 TAAR1 TAAR2 TAAR5 TAAR6 TAAR8 TAAR9 TAC1 TAC3 TACR1 TACR2 TACR3 TAS1R1 TAS1R2 TAS1R3 TAS2R1 TAS2R10 TAS2R13 TAS2R14 TAS2R16 TAS2R19 TAS2R20 TAS2R3 TAS2R30 TAS2R31 TAS2R38 TAS2R39 TAS2R4 TAS2R40 TAS2R41 TAS2R42 TAS2R43 TAS2R46 TAS2R5 TAS2R50 TAS2R60 TAS2R7 TAS2R8 TAS2R9 TBXA2R TRH TRHR TSHB TSHR UCN UCN2 UCN3 UTS2 UTS2B UTS2R VIP VIPR1 VIPR2 WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT6 WNT7A WNT7B WNT8A WNT8B WNT9A WNT9B XCL1 XCL2 XCR1 XK REACTOME_GPER1_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GPER1_SIGNALING ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 FN1 GNAI1 GNAI2 GNAI3 GNAS GNAT3 GNAZ GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 GPER1 ITGA5 ITGB1 PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B SHC1 SRC REACTOME_GPVI_MEDIATED_ACTIVATION_CASCADE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GPVI_MEDIATED_ACTIVATION_CASCADE CDC42 CLEC1B COL1A1 COL1A2 FCER1G FYN GP6 LAT LCK LCP2 LYN MPIG6B PDPK1 PDPN PIK3CA PIK3CB PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PIK3R6 PLCG2 PRKCZ PTPN11 PTPN6 RAC1 RAC2 RHOA RHOB RHOG SYK VAV1 VAV2 VAV3 REACTOME_GRB2_EVENTS_IN_ERBB2_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GRB2_EVENTS_IN_ERBB2_SIGNALING BTC EGF EGFR ERBB2 ERBB4 EREG GRB2 HBEGF HRAS KRAS NRAS NRG1 NRG2 NRG3 NRG4 SOS1 REACTOME_GRB2_SOS_PROVIDES_LINKAGE_TO_MAPK_SIGNALING_FOR_INTEGRINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GRB2_SOS_PROVIDES_LINKAGE_TO_MAPK_SIGNALING_FOR_INTEGRINS APBB1IP FGA FGB FGG FN1 GRB2 ITGA2B ITGB3 PTK2 RAP1A RAP1B SOS1 SRC TLN1 VWF REACTOME_GRB7_EVENTS_IN_ERBB2_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GRB7_EVENTS_IN_ERBB2_SIGNALING ERBB2 ERBB3 GRB7 NRG1 NRG2 REACTOME_GROWTH_HORMONE_RECEPTOR_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GROWTH_HORMONE_RECEPTOR_SIGNALING ADAM17 CISH CSH1 GH1 GH2 GHR IRS1 IRS2 JAK2 LYN MAPK1 MAPK3 PRL PRLR PTPN1 PTPN6 SH2B1 SOCS1 SOCS2 SOCS3 STAT1 STAT3 STAT5A STAT5B REACTOME_G_ALPHA_12_13_SIGNALLING_EVENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_G_ALPHA_12_13_SIGNALLING_EVENTS ABR ADRA1A ADRA1B ADRA1D AKAP13 ARHGEF1 ARHGEF10 ARHGEF10L ARHGEF11 ARHGEF12 ARHGEF15 ARHGEF16 ARHGEF17 ARHGEF18 ARHGEF19 ARHGEF2 ARHGEF26 ARHGEF3 ARHGEF33 ARHGEF35 ARHGEF37 ARHGEF38 ARHGEF39 ARHGEF4 ARHGEF40 ARHGEF5 ARHGEF6 ARHGEF7 ARHGEF9 BTK ECT2 FGD1 FGD2 FGD3 FGD4 GNA12 GNA13 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 ITSN1 KALRN MCF2 MCF2L NET1 NGEF OBSCN PLEKHG2 PLEKHG5 PLXNB1 PREX1 RASGRF2 RHOA RHOB RHOC ROCK1 ROCK2 SOS1 SOS2 TBXA2R TIAM1 TIAM2 TRIO VAV1 VAV2 VAV3 REACTOME_G_ALPHA_I_SIGNALLING_EVENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_G_ALPHA_I_SIGNALLING_EVENTS ACKR3 ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ADORA1 ADORA3 ADRA2A ADRA2B ADRA2C AGT AGTR2 AHCYL1 ANXA1 APLN APLNR APP BDKRB1 BDKRB2 C3 C3AR1 C5 C5AR1 CALM1 CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 CAMKK1 CAMKK2 CASR CCL1 CCL13 CCL16 CCL19 CCL20 CCL21 CCL23 CCL25 CCL27 CCL28 CCL4 CCL4L2 CCL5 CCR1 CCR10 CCR2 CCR3 CCR4 CCR5 CCR6 CCR7 CCR8 CCR9 CDK5 CHRM2 CHRM4 CNR1 CNR2 CORT CREB1 CX3CL1 CX3CR1 CXCL1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL16 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 CXCR1 CXCR2 CXCR3 CXCR4 CXCR5 CXCR6 DRD3 DRD4 FPR1 FPR2 FPR3 GABBR1 GABBR2 GAL GALR1 GALR2 GALR3 GNA11 GNA14 GNA15 GNAI1 GNAI2 GNAI3 GNAL GNAQ GNAS GNAT1 GNAT2 GNAT3 GNAZ GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 GPER1 GPR17 GPR18 GPR183 GPR31 GPR37 GPR37L1 GPR55 GPSM1 GPSM2 GPSM3 GRK2 GRM2 GRM3 GRM4 GRM6 GRM7 GRM8 HCAR1 HCAR2 HCAR3 HEBP1 HRH4 HTR1B HTR1D HTR1E HTR1F HTR5A INSL5 ITPR1 ITPR2 ITPR3 KNG1 KPNA2 LPAR1 LPAR2 LPAR3 LPAR5 MAPK1 MCHR1 MCHR2 MTNR1A MTNR1B NBEA NMS NMU NMUR1 NMUR2 NPB NPBWR1 NPBWR2 NPW NPY NPY1R NPY2R NPY4R NPY5R OPN1LW OPN1MW OPN1SW OPN3 OPN5 OPRD1 OPRK1 OPRL1 OPRM1 OXER1 OXGR1 P2RY12 P2RY13 P2RY14 P2RY4 PCP2 PDE1A PDE1B PDE1C PDE4A PDE4B PDE4C PDE4D PDYN PENK PF4 PLA2G4A PLCB1 PLCB2 PLCB3 PLCB4 PMCH PNOC POMC PPBP PPP1CA PPP1R1B PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5D PPP3CA PPP3CB PPP3CC PPP3R1 PPY PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCA PRKCD PRKCG PRKX PSAP PTGDR2 PTGER3 PYY RGR RGS1 RGS10 RGS11 RGS12 RGS13 RGS14 RGS16 RGS17 RGS18 RGS19 RGS20 RGS21 RGS22 RGS3 RGS4 RGS5 RGS6 RGS7 RGS8 RGS9 RGSL1 RHO RLN3 RRH RXFP3 RXFP4 S1PR2 S1PR3 S1PR4 S1PR5 SAA1 SRC SST SSTR1 SSTR2 SSTR3 SSTR4 SSTR5 SUCNR1 TAS1R1 TAS1R2 TAS1R3 TAS2R1 TAS2R10 TAS2R13 TAS2R14 TAS2R16 TAS2R19 TAS2R20 TAS2R3 TAS2R30 TAS2R31 TAS2R38 TAS2R39 TAS2R4 TAS2R40 TAS2R41 TAS2R42 TAS2R43 TAS2R46 TAS2R5 TAS2R50 TAS2R60 TAS2R7 TAS2R8 TAS2R9 REACTOME_G_ALPHA_Q_SIGNALLING_EVENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_G_ALPHA_Q_SIGNALLING_EVENTS ABHD12 ABHD6 ADRA1A ADRA1B ADRA1D AGT AGTR1 ANXA1 APP ARHGEF25 AVP AVPR1A AVPR1B BDKRB1 BDKRB2 BRS3 BTK CASR CCK CCKAR CCKBR CCL23 CHRM1 CHRM3 CHRM5 CREB1 CYSLTR1 CYSLTR2 DAGLA DAGLB DGKA DGKB DGKD DGKE DGKG DGKH DGKI DGKK DGKQ DGKZ EDN1 EDN2 EDN3 EDNRA EDNRB EGFR F2 F2R F2RL1 F2RL2 F2RL3 FFAR1 FFAR2 FFAR3 FFAR4 FPR2 GAST GCG GCGR GHRL GHSR GNA11 GNA14 GNA15 GNAQ GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 GNRH1 GNRH2 GNRHR GPR132 GPR143 GPR17 GPR39 GPR4 GPR65 GPR68 GPRC6A GRB2 GRK2 GRK5 GRM1 GRM5 GRP GRPR HBEGF HCRT HCRTR1 HCRTR2 HRAS HRH1 HTR2A HTR2B HTR2C ITPR1 ITPR2 ITPR3 KALRN KISS1 KISS1R KNG1 KRAS LPAR1 LPAR2 LPAR3 LPAR4 LPAR5 LPAR6 LTB4R LTB4R2 MAPK1 MAPK3 MAPK7 MCHR1 MCHR2 MGLL MLN MLNR MMP3 NMB NMBR NMS NMU NMUR1 NMUR2 NPFF NPFFR1 NPFFR2 NPS NPSR1 NRAS NTS NTSR1 NTSR2 OPN4 OXT OXTR P2RY1 P2RY10 P2RY11 P2RY2 P2RY6 PIK3CA PIK3R1 PIK3R2 PIK3R3 PLCB1 PLCB2 PLCB3 PLCB4 PMCH PRKCA PRKCD PRKCE PRKCH PRKCQ PROK1 PROK2 PROKR1 PROKR2 PTAFR PTGER1 PTGFR QRFP QRFPR RASGRP1 RASGRP2 RGS1 RGS13 RGS16 RGS17 RGS18 RGS19 RGS2 RGS21 RGS3 RGS4 RGS5 RGSL1 RPS6KA1 RPS6KA2 RPS6KA3 SAA1 SOS1 TAC1 TAC3 TACR1 TACR2 TACR3 TBXA2R TRH TRHR TRIO TRPC3 TRPC6 TRPC7 UTS2 UTS2B UTS2R XCL1 XCL2 XCR1 REACTOME_G_ALPHA_S_SIGNALLING_EVENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_G_ALPHA_S_SIGNALLING_EVENTS ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ADCYAP1 ADCYAP1R1 ADM ADM2 ADORA2A ADORA2B ADRB1 ADRB2 ADRB3 ARRB1 ARRB2 AVP AVPR2 CALCA CALCB CALCR CALCRL CGA CRH CRHR1 CRHR2 CYSLTR2 DRD1 DRD5 FN1 FSHB FSHR GCG GCGR GHRH GHRHR GIP GIPR GLP1R GLP2R GNAI1 GNAI2 GNAI3 GNAS GNAT3 GNAZ GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 GPBAR1 GPER1 GPHA2 GPHB5 GPR15 GPR150 GPR176 GPR20 GPR25 GPR27 GPR32 GPR39 GPR45 GPR83 GPR84 GRK2 GRK3 GRK5 GRK6 HRH2 HTR4 HTR6 HTR7 IAPP INSL3 ITGA5 ITGB1 LHB LHCGR MC1R MC2R MC3R MC4R MC5R NPS NPSR1 P2RY11 PDE10A PDE11A PDE1A PDE1B PDE2A PDE3A PDE3B PDE4A PDE4C PDE4D PDE7A PDE7B PDE8A PDE8B POMC PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PTGDR PTGER2 PTGER4 PTGIR PTH PTH1R PTH2 PTH2R PTHLH RAMP1 RAMP2 RAMP3 RLN2 RLN3 RXFP1 RXFP2 SCT SCTR SHC1 SRC TAAR1 TAAR2 TAAR5 TAAR6 TAAR8 TAAR9 TSHB TSHR VIP VIPR1 VIPR2 REACTOME_G_ALPHA_Z_SIGNALLING_EVENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_G_ALPHA_Z_SIGNALLING_EVENTS ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ADRA2A ADRA2B ADRA2C GNAI1 GNAI2 GNAI3 GNAS GNAT3 GNAZ GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 PRKCA PRKCB PRKCD PRKCE PRKCG PRKCH PRKCQ RGS16 RGS17 RGS19 RGS20 RGS4 RGSL1 REACTOME_G_BETA_GAMMA_SIGNALLING_THROUGH_CDC42 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_G_BETA_GAMMA_SIGNALLING_THROUGH_CDC42 ARHGEF6 CDC42 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 PAK1 REACTOME_G_BETA_GAMMA_SIGNALLING_THROUGH_PI3KGAMMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_G_BETA_GAMMA_SIGNALLING_THROUGH_PI3KGAMMA AKT1 AKT2 AKT3 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 PDPK1 PIK3CG PIK3R5 PIK3R6 RHOA REACTOME_G_PROTEIN_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_G_PROTEIN_ACTIVATION GNA11 GNA14 GNA15 GNAQ GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 OPRM1 PDYN POMC REACTOME_G_PROTEIN_BETA_GAMMA_SIGNALLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_G_PROTEIN_BETA_GAMMA_SIGNALLING AKT1 AKT2 AKT3 ARHGEF6 BTK CDC42 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 PAK1 PDPK1 PIK3CG PIK3R5 PIK3R6 PLCB1 PLCB2 PLCB3 RHOA REACTOME_G_PROTEIN_MEDIATED_EVENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_G_PROTEIN_MEDIATED_EVENTS ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 AHCYL1 CALM1 CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 CAMKK1 CAMKK2 CREB1 GNA11 GNA14 GNA15 GNAI1 GNAI2 GNAI3 GNAL GNAQ GNAT3 GRK2 ITPR1 ITPR2 ITPR3 KPNA2 MAPK1 NBEA PDE1A PDE1B PDE1C PLA2G4A PLCB1 PLCB2 PLCB3 PLCB4 PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCA PRKCD PRKCG PRKX REACTOME_HATS_ACETYLATE_HISTONES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HATS_ACETYLATE_HISTONES ACTB ACTL6A ATF2 ATXN7 ATXN7L3 BRD1 BRD8 BRPF1 BRPF3 CLOCK CREBBP DMAP1 DR1 ELP1 ELP2 ELP3 ELP4 ELP5 ELP6 ENY2 EP300 EP400 EPC1 H2AC1 H2AC11 H2AC12 H2AC13 H2AC14 H2AC15 H2AC16 H2AC17 H2AC18 H2AC19 H2AC20 H2AC21 H2AC25 H2AC4 H2AC6 H2AC7 H2AC8 H2BC1 H2BC10 H2BC11 H2BC12 H2BC13 H2BC14 H2BC15 H2BC17 H2BC18 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HAT1 HCFC1 ING3 ING4 ING5 JADE1 JADE2 JADE3 KANSL1 KANSL2 KANSL3 KAT14 KAT2A KAT2B KAT5 KAT6A KAT6B KAT7 KAT8 MBIP MCRS1 MEAF6 MORF4L1 MORF4L2 MRGBP MSL1 MSL2 MSL3 NCOA1 NCOA2 OGT PAX3 PHF20 RBBP7 RUVBL1 RUVBL2 SAP130 SGF29 SUPT20H SUPT3H SUPT7L TADA1 TADA2A TADA2B TADA3 TAF10 TAF12 TAF5L TAF6L TAF9 TRRAP USP22 VPS72 WDR5 YEATS2 YEATS4 ZZZ3 REACTOME_HCMV_EARLY_EVENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HCMV_EARLY_EVENTS AAAS CBX1 CREB1 DAXX DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 EED EGFR ELK1 EZH2 GPS2 H2AC1 H2AC11 H2AC12 H2AC13 H2AC14 H2AC15 H2AC16 H2AC17 H2AC18 H2AC19 H2AC20 H2AC21 H2AC25 H2AC4 H2AC6 H2AC7 H2AC8 H2BC1 H2BC10 H2BC11 H2BC12 H2BC13 H2BC14 H2BC15 H2BC17 H2BC18 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HDAC3 ITGB1 NCOR1 NCOR2 NDC1 NFKB1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 PML POM121 POM121C RAE1 RANBP2 RBBP4 RBBP7 SEC13 SEH1L SUZ12 TBL1X TBL1XR1 TPR TRIM28 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B REACTOME_HCMV_INFECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HCMV_INFECTION AAAS CBX1 CEBPD CHMP1A CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP6 CHMP7 CREB1 DAXX DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 EED EGFR ELK1 EZH2 GPS2 H2AC1 H2AC11 H2AC12 H2AC13 H2AC14 H2AC15 H2AC16 H2AC17 H2AC18 H2AC19 H2AC20 H2AC21 H2AC25 H2AC4 H2AC6 H2AC7 H2AC8 H2BC1 H2BC10 H2BC11 H2BC12 H2BC13 H2BC14 H2BC15 H2BC17 H2BC18 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HDAC3 HNRNPK ITGB1 MVB12A MVB12B NCOR1 NCOR2 NDC1 NFKB1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 PML POM121 POM121C RAE1 RANBP2 RBBP4 RBBP7 SEC13 SEH1L SNF8 SUZ12 TBL1X TBL1XR1 TPR TRIM28 TSG101 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B UBAP1 VPS25 VPS28 VPS36 VPS37A VPS37B VPS37C VPS37D VPS4A REACTOME_HCMV_LATE_EVENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HCMV_LATE_EVENTS AAAS CEBPD CHMP1A CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP6 CHMP7 H2AC1 H2AC11 H2AC12 H2AC13 H2AC14 H2AC15 H2AC16 H2AC17 H2AC18 H2AC19 H2AC20 H2AC21 H2AC25 H2AC4 H2AC6 H2AC7 H2AC8 H2BC1 H2BC10 H2BC11 H2BC12 H2BC13 H2BC14 H2BC15 H2BC17 H2BC18 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HNRNPK MVB12A MVB12B NDC1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 POM121 POM121C RAE1 RANBP2 SEC13 SEH1L SNF8 TPR TSG101 UBAP1 VPS25 VPS28 VPS36 VPS37A VPS37B VPS37C VPS37D VPS4A REACTOME_HDACS_DEACETYLATE_HISTONES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HDACS_DEACETYLATE_HISTONES ARID4A ARID4B BRMS1 CHD3 CHD4 GATAD2A GATAD2B GPS2 H2AC1 H2AC11 H2AC12 H2AC13 H2AC14 H2AC15 H2AC16 H2AC17 H2AC18 H2AC19 H2AC20 H2AC21 H2AC25 H2AC4 H2AC6 H2AC7 H2AC8 H2BC1 H2BC10 H2BC11 H2BC12 H2BC13 H2BC14 H2BC15 H2BC17 H2BC18 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HDAC1 HDAC10 HDAC2 HDAC3 HDAC8 HMG20B KDM1A MBD3 MTA1 MTA2 MTA3 NCOR1 NCOR2 PHF21A RBBP4 RBBP7 RCOR1 REST SAP18 SAP30 SAP30L SUDS3 TBL1X TBL1XR1 REACTOME_HDL_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HDL_ASSEMBLY A2M ABCA1 APOA1 BMP1 PRKACA PRKACB PRKACG ZDHHC8 REACTOME_HDL_CLEARANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HDL_CLEARANCE AMN APOA1 CUBN HDLBP SCARB1 REACTOME_HDL_REMODELING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HDL_REMODELING ABCG1 ALB APOA1 APOC2 APOC3 APOE CETP LCAT LIPG PLTP REACTOME_HDMS_DEMETHYLATE_HISTONES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HDMS_DEMETHYLATE_HISTONES ARID5B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 JMJD6 KDM1A KDM1B KDM2A KDM2B KDM3A KDM3B KDM4A KDM4B KDM4C KDM4D KDM5A KDM5B KDM5C KDM5D KDM6A KDM6B KDM7A PHF2 PHF8 RIOX2 UTY REACTOME_HDR_THROUGH_HOMOLOGOUS_RECOMBINATION_HRR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HDR_THROUGH_HOMOLOGOUS_RECOMBINATION_HRR ATM ATR ATRIP BARD1 BLM BRCA1 BRCA2 BRIP1 CHEK1 DNA2 EME1 EME2 EXO1 GEN1 HUS1 KAT5 MRE11 MUS81 NBN PALB2 PCNA POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POLH POLK RAD1 RAD17 RAD50 RAD51 RAD51AP1 RAD51B RAD51C RAD51D RAD9A RAD9B RBBP8 RFC1 RFC2 RFC3 RFC4 RFC5 RHNO1 RMI1 RMI2 RPA1 RPA2 RPA3 RPS27A RTEL1 SEM1 SLX1A SLX1B SLX4 SPIDR TOP3A TOPBP1 UBA52 UBB UBC WRN XRCC2 XRCC3 REACTOME_HDR_THROUGH_MMEJ_ALT_NHEJ https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HDR_THROUGH_MMEJ_ALT_NHEJ BRCA2 FEN1 LIG3 MRE11 NBN PARP1 PARP2 POLQ RAD50 RAD52 RBBP8 XRCC1 REACTOME_HDR_THROUGH_SINGLE_STRAND_ANNEALING_SSA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HDR_THROUGH_SINGLE_STRAND_ANNEALING_SSA ABL1 ATM ATR ATRIP BARD1 BLM BRCA1 BRIP1 DNA2 ERCC1 ERCC4 EXO1 HUS1 KAT5 MRE11 NBN RAD1 RAD17 RAD50 RAD51 RAD52 RAD9A RAD9B RBBP8 RFC2 RFC3 RFC4 RFC5 RHNO1 RMI1 RMI2 RPA1 RPA2 RPA3 TOP3A TOPBP1 WRN REACTOME_HEDGEHOG_LIGAND_BIOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HEDGEHOG_LIGAND_BIOGENESIS ADAM17 DERL2 DHH DISP2 ERLEC1 GPC5 HHAT IHH NOTUM OS9 P4HB PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RPS27A SCUBE2 SEL1L SEM1 SHH SYVN1 UBA52 UBB UBC VCP REACTOME_HEDGEHOG_OFF_STATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HEDGEHOG_OFF_STATE ADCY1 ADCY10 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 BTRC CSNK1A1 CUL1 DYNC2H1 FUZ GLI1 GLI2 GLI3 GNAS GPR161 GSK3B IFT122 IFT140 IFT172 IFT52 IFT57 IFT88 INTU ITCH KIF3A KIF7 MKS1 NUMB OFD1 PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTCH1 RBX1 RPGRIP1L RPS27A SEM1 SKP1 SMO SUFU TTC21B TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA4A TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TULP3 UBA52 UBB UBC WDR19 WDR35 REACTOME_HEDGEHOG_ON_STATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HEDGEHOG_ON_STATE ARRB1 ARRB2 BOC CDC73 CDON CSNK1A1 CUL3 DHH DZIP1 EFCAB7 EVC EVC2 GAS1 GAS8 GLI1 GLI2 GLI3 GPR161 GRK2 HHIP IHH IQCE ITCH KIF3A KIF7 NUMB PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTCH1 PTCH2 RBX1 RPS27A SEM1 SHH SMO SMURF1 SMURF2 SPOP SPOPL SUFU UBA52 UBB UBC ULK3 REACTOME_HEME_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HEME_BIOSYNTHESIS ABCG2 ALAD ALAS1 ALAS2 ALB COX10 COX15 CPOX FECH FLVCR1 HMBS PPOX UROD UROS REACTOME_HEME_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HEME_DEGRADATION ABCC1 ABCC2 ABCG2 ALB BLVRA BLVRB FABP1 GSTA1 HMOX1 HMOX2 SLCO1B1 SLCO1B3 SLCO2B1 UGT1A1 UGT1A4 REACTOME_HEME_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HEME_SIGNALING APOA1 APOB ATF2 BACH1 BMAL1 CARM1 CHD9 CLEC1B CLOCK CREB1 CREBBP CRTC1 CRTC2 CRTC3 EP300 HBA1 HBA2 HBB HDAC3 HELZ2 HMOX1 LY96 MAFK MED1 MEF2C MEF2D NCOA1 NCOA2 NCOA6 NCOR1 NFE2L2 NPAS2 NR1D1 NRIP1 PPARA PPARGC1A RAI1 RORA RXRA SIRT1 SLC46A1 SMARCD3 TBL1X TBL1XR1 TGS1 TLR4 USP46 XPO1 REACTOME_HEMOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HEMOSTASIS A1BG A2M AAMP ABCC4 ABHD12 ABHD6 ABL1 ACTB ACTN1 ACTN2 ACTN4 ADRA2A ADRA2B ADRA2C AHSG AK3 AKAP1 AKAP10 AKT1 ALB ALDOA ANGPT1 ANGPT2 ANGPT4 ANXA2 ANXA5 APBB1IP APLP2 APOA1 APOB APOH APOOL APP ARRB1 ARRB2 ATP1B1 ATP1B2 ATP1B3 ATP2A1 ATP2A2 ATP2A3 ATP2B1 ATP2B2 ATP2B3 ATP2B4 BCAR1 BRPF3 BSG C1QBP CABLES1 CABLES2 CALM1 CALU CAP1 CAPZA1 CAPZA2 CAPZB CARMIL1 CAV1 CBX5 CD109 CD177 CD2 CD244 CD36 CD44 CD47 CD48 CD58 CD63 CD74 CD84 CD9 CD99 CD99L2 CDC37L1 CDC42 CDK2 CDK5 CEACAM1 CEACAM3 CEACAM5 CEACAM6 CEACAM8 CENPE CFD CFL1 CHID1 CLEC1B CLEC3B CLU COL1A1 COL1A2 CRK CSK CTSW CXADR CYB5R1 CYRIB DAGLA DAGLB DGKA DGKB DGKD DGKE DGKG DGKH DGKI DGKK DGKQ DGKZ DOCK1 DOCK10 DOCK11 DOCK2 DOCK3 DOCK4 DOCK5 DOCK6 DOCK7 DOCK8 DOCK9 DOK2 ECM1 EGF EHD1 EHD2 EHD3 ENDOD1 EPCAM ESAM F10 F11 F11R F12 F13A1 F13B F2 F2R F2RL2 F2RL3 F3 F5 F7 F8 F9 FAM3C FCAMR FCER1G FERMT3 FGA FGB FGG FGR FLNA FN1 FYN GAS6 GATA1 GATA2 GATA3 GATA4 GATA5 GATA6 GLG1 GNA11 GNA12 GNA13 GNA14 GNA15 GNAI1 GNAI2 GNAI3 GNAQ GNAS GNAT3 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 GP1BA GP1BB GP5 GP6 GP9 GPC1 GRB14 GRB2 GRB7 GTPBP2 GUCY1A1 GUCY1A2 GUCY1B1 GYPA GYPB GYPC H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 HABP4 HBB HBD HBE1 HBG1 HBG2 HDAC1 HDAC2 HGF HMG20B HRAS HRG HSPA5 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IGF1 IGF2 IGHA1 IGHA2 IGHM IGHV1-2 IGHV1-46 IGHV1-69 IGHV2-5 IGHV2-70 IGHV3-11 IGHV3-13 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-48 IGHV3-53 IGHV3-7 IGHV4-34 IGHV4-39 IGHV4-59 IGKV1-12 IGKV1-16 IGKV1-17 IGKV1-33 IGKV1-39 IGKV1-5 IGKV1D-12 IGKV1D-16 IGKV1D-33 IGKV1D-39 IGKV2-28 IGKV2-30 IGKV2D-28 IGKV2D-30 IGKV2D-40 IGKV3-11 IGKV3-15 IGKV3-20 IGKV3D-20 IGKV4-1 IGKV5-2 IGLC2 IGLC3 IGLL1 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-51 IGLV2-11 IGLV2-14 IGLV2-23 IGLV2-8 IGLV3-1 IGLV3-19 IGLV3-21 IGLV3-25 IGLV3-27 IGLV6-57 IGLV7-43 INPP5D IRAG1 IRF1 IRF2 ISLR ITGA1 ITGA10 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA6 ITGAL ITGAM ITGAV ITGAX ITGB1 ITGB2 ITGB3 ITIH3 ITIH4 ITPK1 ITPR1 ITPR2 ITPR3 JAK2 JAM2 JAM3 JAML JCHAIN JMJD1C KCNMA1 KCNMB1 KCNMB2 KCNMB3 KCNMB4 KDM1A KIF11 KIF12 KIF13B KIF15 KIF16B KIF18A KIF18B KIF19 KIF1A KIF1B KIF1C KIF20A KIF20B KIF21A KIF21B KIF22 KIF23 KIF25 KIF26A KIF26B KIF27 KIF2A KIF2B KIF2C KIF3A KIF3B KIF3C KIF4A KIF4B KIF5A KIF5B KIF6 KIF9 KIFAP3 KIFC1 KIFC2 KLC1 KLC2 KLC3 KLC4 KLKB1 KNG1 KRAS L1CAM LAMP2 LAT LCK LCP2 LEFTY2 LGALS3BP LHFPL2 LRP8 LY6G6F LYN MAFF MAFG MAFK MAG MAGED2 MANF MAPK1 MAPK14 MAPK3 MERTK MFN1 MFN2 MGLL MICAL1 MIF MMP1 MMRN1 MPIG6B MPL MYB NFE2 NHLRC2 NOS1 NOS2 NOS3 NRAS OLA1 OLR1 ORAI1 ORAI2 ORM1 ORM2 P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX6 P2RX7 P2RY1 P2RY12 PAFAH2 PCDH7 PCYOX1L PDE10A PDE11A PDE1A PDE1B PDE2A PDE5A PDE9A PDGFA PDGFB PDPK1 PDPN PECAM1 PF4 PF4V1 PFN1 PHACTR2 PHF21A PICK1 PIK3CA PIK3CB PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PIK3R6 PLA2G4A PLAT PLAU PLAUR PLCG1 PLCG2 PLEK PLG PPBP PPIA PPIL2 PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PRCP PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCA PRKCB PRKCD PRKCE PRKCG PRKCH PRKCQ PRKCZ PRKG1 PRKG2 PROC PROCR PROS1 PRTN3 PSAP PSG1 PSG11 PSG2 PSG3 PSG4 PSG5 PSG6 PSG7 PSG8 PSG9 PTGIR PTK2 PTPN1 PTPN11 PTPN6 QSOX1 RAB27B RAB5A RAC1 RAC2 RACGAP1 RAD51B RAD51C RAF1 RAP1A RAP1B RAPGEF3 RAPGEF4 RARRES2 RASGRP1 RASGRP2 RBSN RCOR1 RHOA RHOB RHOG S100A10 SCCPDH SCG3 SDC1 SDC2 SDC3 SDC4 SELE SELENOP SELL SELP SELPLG SERPINA1 SERPINA3 SERPINA4 SERPINA5 SERPINB2 SERPINB6 SERPINB8 SERPINC1 SERPIND1 SERPINE1 SERPINE2 SERPINF2 SERPING1 SH2B1 SH2B2 SH2B3 SHC1 SIN3A SIRPA SIRPG SLC16A1 SLC16A3 SLC16A8 SLC3A2 SLC7A10 SLC7A11 SLC7A5 SLC7A6 SLC7A7 SLC7A8 SLC7A9 SLC8A1 SLC8A2 SLC8A3 SOD1 SOS1 SPARC SPN SPP2 SRC SRGN SRI STIM1 STX4 STXBP2 STXBP3 SYK SYTL4 TAGLN2 TBXA2R TEK TEX264 TF TFPI TGFB1 TGFB2 TGFB3 THBD THBS1 THPO TIMP1 TIMP3 TLN1 TMSB4X TMX3 TNFRSF10A TNFRSF10B TNFRSF10D TOR4A TP53 TREM1 TRPC3 TRPC6 TRPC7 TSPAN7 TTN TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B VAV1 VAV2 VAV3 VCL VEGFA VEGFB VEGFC VEGFD VPREB1 VPREB3 VPS45 VTI1B VWF WDR1 WEE1 YES1 YWHAZ ZFPM1 ZFPM2 REACTOME_HEPARAN_SULFATE_HEPARIN_HS_GAG_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HEPARAN_SULFATE_HEPARIN_HS_GAG_METABOLISM AGRN B3GALT6 B3GAT1 B3GAT2 B3GAT3 B4GALT7 BCAN BGN CSPG4 CSPG5 DCN EXT1 EXT2 GLB1 GLB1L GLB1L2 GLB1L3 GLCE GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 GUSB HGSNAT HPSE HPSE2 HS2ST1 HS3ST1 HS3ST2 HS3ST3A1 HS3ST3B1 HS3ST4 HS3ST5 HS3ST6 HS6ST1 HS6ST2 HS6ST3 HSPG2 IDS IDUA NAGLU NCAN NDST1 NDST2 NDST3 NDST4 SDC1 SDC2 SDC3 SDC4 SGSH SLC35D2 VCAN XYLT1 XYLT2 REACTOME_HIGHLY_CALCIUM_PERMEABLE_NICOTINIC_ACETYLCHOLINE_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HIGHLY_CALCIUM_PERMEABLE_NICOTINIC_ACETYLCHOLINE_RECEPTORS CHRNA1 CHRNA2 CHRNA3 CHRNA4 CHRNA5 CHRNA6 CHRNB2 CHRNB3 CHRNB4 REACTOME_HIGHLY_CALCIUM_PERMEABLE_POSTSYNAPTIC_NICOTINIC_ACETYLCHOLINE_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HIGHLY_CALCIUM_PERMEABLE_POSTSYNAPTIC_NICOTINIC_ACETYLCHOLINE_RECEPTORS CHRNA1 CHRNA2 CHRNA3 CHRNA4 CHRNA5 CHRNA6 CHRNA7 CHRNA9 CHRNB2 CHRNB3 CHRNB4 REACTOME_HIGHLY_SODIUM_PERMEABLE_POSTSYNAPTIC_ACETYLCHOLINE_NICOTINIC_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HIGHLY_SODIUM_PERMEABLE_POSTSYNAPTIC_ACETYLCHOLINE_NICOTINIC_RECEPTORS CHRNA3 CHRNA4 CHRNB2 CHRNB4 CHRND CHRNE CHRNG REACTOME_HISTIDINE_CATABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HISTIDINE_CATABOLISM AMDHD1 CARNMT1 CARNS1 FTCD HAL HDC HNMT UROC1 REACTOME_HIV_ELONGATION_ARREST_AND_RECOVERY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HIV_ELONGATION_ARREST_AND_RECOVERY CCNK CCNT1 CCNT2 CDK9 CTDP1 ELL ELOA ELOA2 ELOB ELOC GTF2F1 GTF2F2 NELFA NELFB NELFCD NELFE POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L SSRP1 SUPT16H SUPT4H1 SUPT5H TCEA1 REACTOME_HIV_INFECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HIV_INFECTION AAAS AP1B1 AP1G1 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 APOBEC3G ARF1 ATP6V1H B2M BANF1 BTRC CCNH CCNK CCNT1 CCNT2 CCR5 CD247 CD28 CD4 CD8B CDK7 CDK9 CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP5 CHMP6 CHMP7 CTDP1 CUL5 CXCR4 DOCK2 ELL ELMO1 ELOA ELOA2 ELOB ELOC ERCC2 ERCC3 FEN1 FURIN FYN GTF2A1 GTF2A2 GTF2B GTF2E1 GTF2E2 GTF2F1 GTF2F2 GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 HCK HLA-A HMGA1 KPNA1 KPNB1 LCK LIG1 LIG4 MNAT1 MVB12A MVB12B NCBP1 NCBP2 NDC1 NEDD4L NELFA NELFB NELFCD NELFE NMT1 NMT2 NPM1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 PACS1 PAK2 PDCD6IP POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L POM121 POM121C PPIA PSIP1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RAC1 RAE1 RAN RANBP1 RANBP2 RANGAP1 RBX1 RCC1 RNGTT RNMT RPS27A SEC13 SEH1L SEM1 SKP1 SLC25A4 SLC25A5 SLC25A6 SSRP1 SUPT16H SUPT4H1 SUPT5H TAF1 TAF10 TAF11 TAF12 TAF13 TAF15 TAF1L TAF2 TAF3 TAF4 TAF4B TAF5 TAF6 TAF7 TAF7L TAF9 TAF9B TBP TCEA1 TPR TSG101 UBA52 UBAP1 UBB UBC VPS28 VPS37A VPS37B VPS37C VPS37D VPS4A VPS4B VTA1 XPO1 XRCC4 XRCC5 XRCC6 REACTOME_HIV_LIFE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HIV_LIFE_CYCLE AAAS BANF1 CCNH CCNK CCNT1 CCNT2 CCR5 CD4 CDK7 CDK9 CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP5 CHMP6 CHMP7 CTDP1 CXCR4 ELL ELOA ELOA2 ELOB ELOC ERCC2 ERCC3 FEN1 FURIN GTF2A1 GTF2A2 GTF2B GTF2E1 GTF2E2 GTF2F1 GTF2F2 GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 HMGA1 KPNA1 LIG1 LIG4 MNAT1 MVB12A MVB12B NCBP1 NCBP2 NDC1 NEDD4L NELFA NELFB NELFCD NELFE NMT1 NMT2 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 PDCD6IP POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L POM121 POM121C PPIA PSIP1 RAE1 RAN RANBP1 RANBP2 RANGAP1 RCC1 RNGTT RNMT RPS27A SEC13 SEH1L SSRP1 SUPT16H SUPT4H1 SUPT5H TAF1 TAF10 TAF11 TAF12 TAF13 TAF15 TAF1L TAF2 TAF3 TAF4 TAF4B TAF5 TAF6 TAF7 TAF7L TAF9 TAF9B TBP TCEA1 TPR TSG101 UBA52 UBAP1 UBB UBC VPS28 VPS37A VPS37B VPS37C VPS37D VPS4A VPS4B VTA1 XPO1 XRCC4 XRCC5 XRCC6 REACTOME_HIV_TRANSCRIPTION_ELONGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HIV_TRANSCRIPTION_ELONGATION CCNH CCNT1 CDK7 CDK9 CTDP1 ELL ELOA ELOA2 ELOB ELOC ERCC2 ERCC3 GTF2F1 GTF2F2 GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 MNAT1 NCBP1 NCBP2 NELFA NELFB NELFCD NELFE POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L SSRP1 SUPT16H SUPT4H1 SUPT5H TCEA1 REACTOME_HIV_TRANSCRIPTION_INITIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HIV_TRANSCRIPTION_INITIATION CCNH CDK7 ERCC2 ERCC3 GTF2A1 GTF2A2 GTF2B GTF2E1 GTF2E2 GTF2F1 GTF2F2 GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 MNAT1 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L TAF1 TAF10 TAF11 TAF12 TAF13 TAF15 TAF1L TAF2 TAF3 TAF4 TAF4B TAF5 TAF6 TAF7 TAF7L TAF9 TAF9B TBP REACTOME_HOMOLOGOUS_DNA_PAIRING_AND_STRAND_EXCHANGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HOMOLOGOUS_DNA_PAIRING_AND_STRAND_EXCHANGE ATM ATR ATRIP BARD1 BLM BRCA1 BRCA2 BRIP1 CHEK1 DNA2 EXO1 HUS1 KAT5 MRE11 NBN PALB2 RAD1 RAD17 RAD50 RAD51 RAD51AP1 RAD51B RAD51C RAD51D RAD9A RAD9B RBBP8 RFC2 RFC3 RFC4 RFC5 RHNO1 RMI1 RMI2 RPA1 RPA2 RPA3 SEM1 TOP3A TOPBP1 WRN XRCC2 XRCC3 REACTOME_HOMOLOGY_DIRECTED_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HOMOLOGY_DIRECTED_REPAIR ABL1 ABRAXAS1 ATM ATR ATRIP BABAM1 BABAM2 BARD1 BLM BRCA1 BRCA2 BRCC3 BRIP1 CCNA1 CCNA2 CDK2 CHEK1 CLSPN DNA2 EME1 EME2 ERCC1 ERCC4 EXO1 FEN1 GEN1 H2AX H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-4 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HERC2 HUS1 KAT5 LIG3 MDC1 MRE11 MUS81 NBN NSD2 PALB2 PARP1 PARP2 PCNA PIAS4 POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POLH POLK POLQ PPP4C PPP4R2 RAD1 RAD17 RAD50 RAD51 RAD51AP1 RAD51B RAD51C RAD51D RAD52 RAD9A RAD9B RBBP8 RFC1 RFC2 RFC3 RFC4 RFC5 RHNO1 RMI1 RMI2 RNF168 RNF4 RNF8 RPA1 RPA2 RPA3 RPS27A RTEL1 SEM1 SIRT6 SLX1A SLX1B SLX4 SPIDR SUMO2 TIMELESS TIPIN TOP3A TOPBP1 TP53BP1 UBA52 UBB UBC UBE2I UBE2N UBE2V2 UIMC1 WRN XRCC1 XRCC2 XRCC3 REACTOME_HORMONE_LIGAND_BINDING_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HORMONE_LIGAND_BINDING_RECEPTORS CGA FSHB FSHR GNRH1 GNRH2 GNRHR GPHA2 GPHB5 LHB LHCGR TSHB TSHR REACTOME_HOST_INTERACTIONS_OF_HIV_FACTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HOST_INTERACTIONS_OF_HIV_FACTORS AAAS AP1B1 AP1G1 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 APOBEC3G ARF1 ATP6V1H B2M BANF1 BTRC CCNT1 CD247 CD28 CD4 CD8B CDK9 CUL5 DOCK2 ELMO1 ELOB ELOC FYN HCK HLA-A HMGA1 KPNA1 KPNB1 LCK NDC1 NPM1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 PACS1 PAK2 POM121 POM121C PPIA PSIP1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RAC1 RAE1 RAN RANBP1 RANBP2 RANGAP1 RBX1 RCC1 RPS27A SEC13 SEH1L SEM1 SKP1 SLC25A4 SLC25A5 SLC25A6 TPR UBA52 UBB UBC XPO1 REACTOME_HSF1_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HSF1_ACTIVATION COL4A6 CRYBA4 DEDD2 DNAJB1 DNAJB6 EEF1A1 FKBP4 GML HDAC6 HSBP1 HSF1 HSP90AA1 HSP90AB1 HSPA1A HSPA1B HSPA1L HSPA6 HSPB1 HSPB2 HSPH1 MRPL18 PTGES3 RLN1 RPA1 RPA2 RPA3 SERPINH1 TNFRSF21 UBB VCP YWHAE REACTOME_HSF1_DEPENDENT_TRANSACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HSF1_DEPENDENT_TRANSACTIVATION AKT1S1 CAMK2A CAMK2B CAMK2D CAMK2G COL4A6 CREBBP CRYAB CRYBA4 DEDD2 DNAJB1 DNAJB6 EP300 FKBP4 GML HSBP1 HSF1 HSP90AA1 HSP90AB1 HSPA1A HSPA1B HSPA1L HSPA2 HSPA6 HSPA8 HSPB1 HSPB2 HSPB8 HSPH1 MLST8 MRPL18 MTOR PTGES3 RLN1 RPTOR SERPINH1 TNFRSF21 UBB REACTOME_HSP90_CHAPERONE_CYCLE_FOR_STEROID_HORMONE_RECEPTORS_SHR_IN_THE_PRESENCE_OF_LIGAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HSP90_CHAPERONE_CYCLE_FOR_STEROID_HORMONE_RECEPTORS_SHR_IN_THE_PRESENCE_OF_LIGAND ACTR10 ACTR1A AR CAPZA1 CAPZA2 CAPZA3 CAPZB DCTN1 DCTN2 DCTN3 DCTN4 DCTN5 DCTN6 DNAJA1 DNAJA2 DNAJA4 DNAJB1 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 FKBP4 FKBP5 HSP90AA1 HSP90AB1 HSPA1A HSPA1B HSPA1L HSPA2 HSPA8 NR3C1 NR3C2 PGR PTGES3 STIP1 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B REACTOME_HS_GAG_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HS_GAG_BIOSYNTHESIS AGRN EXT1 EXT2 GLCE GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 HS2ST1 HS3ST1 HS3ST2 HS3ST3A1 HS3ST3B1 HS3ST4 HS3ST5 HS3ST6 HS6ST1 HS6ST2 HS6ST3 HSPG2 NDST1 NDST2 NDST3 NDST4 SDC1 SDC2 SDC3 SDC4 SLC35D2 REACTOME_HS_GAG_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HS_GAG_DEGRADATION AGRN GLB1 GLB1L GLB1L2 GLB1L3 GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 GUSB HGSNAT HPSE HPSE2 HSPG2 IDS IDUA NAGLU SDC1 SDC2 SDC3 SDC4 SGSH REACTOME_HUR_ELAVL1_BINDS_AND_STABILIZES_MRNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HUR_ELAVL1_BINDS_AND_STABILIZES_MRNA ANP32A ELAVL1 NUP214 PRKCA PRKCD SET TNFSF13 XPO1 REACTOME_HYALURONAN_BIOSYNTHESIS_AND_EXPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HYALURONAN_BIOSYNTHESIS_AND_EXPORT ABCC5 CEMIP HAS1 HAS2 HAS3 REACTOME_HYALURONAN_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HYALURONAN_METABOLISM ABCC5 CD44 CEMIP CHP1 GUSB HAS1 HAS2 HAS3 HEXA HEXB HMMR HYAL1 HYAL2 HYAL3 LYVE1 SLC9A1 STAB2 REACTOME_HYALURONAN_UPTAKE_AND_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HYALURONAN_UPTAKE_AND_DEGRADATION CD44 CHP1 GUSB HEXA HEXB HMMR HYAL1 HYAL2 HYAL3 LYVE1 SLC9A1 STAB2 REACTOME_HYDROLYSIS_OF_LPC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HYDROLYSIS_OF_LPC GPCPD1 PLA2G15 PLA2G4A PLA2G4B PLA2G4C PLA2G4D PLA2G4E PLA2G4F PLBD1 REACTOME_IFNG_SIGNALING_ACTIVATES_MAPKS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_IFNG_SIGNALING_ACTIVATES_MAPKS IFNG IFNGR1 IFNGR2 JAK1 JAK2 MAPK1 MAPK3 RAF1 REACTOME_IKBA_VARIANT_LEADS_TO_EDA_ID https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_IKBA_VARIANT_LEADS_TO_EDA_ID CHUK IKBKB IKBKG NFKB1 NFKB2 NFKBIA RELA REACTOME_IKK_COMPLEX_RECRUITMENT_MEDIATED_BY_RIP1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_IKK_COMPLEX_RECRUITMENT_MEDIATED_BY_RIP1 BIRC2 BIRC3 CD14 CHUK IKBKB IKBKG LY96 RIPK1 RIPK3 RPS27A SARM1 TICAM1 TICAM2 TLR4 TRAF6 UBA52 UBB UBC UBE2D1 UBE2D2 UBE2D3 UBE2N UBE2V1 REACTOME_IL_6_TYPE_CYTOKINE_RECEPTOR_LIGAND_INTERACTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_IL_6_TYPE_CYTOKINE_RECEPTOR_LIGAND_INTERACTIONS CLCF1 CNTF CNTFR CRLF1 CTF1 IL11 IL11RA IL31 IL31RA IL6ST JAK1 JAK2 LIF LIFR OSM OSMR TYK2 REACTOME_IMMUNOREGULATORY_INTERACTIONS_BETWEEN_A_LYMPHOID_AND_A_NON_LYMPHOID_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_IMMUNOREGULATORY_INTERACTIONS_BETWEEN_A_LYMPHOID_AND_A_NON_LYMPHOID_CELL B2M C3 CD160 CD19 CD1A CD1B CD1C CD1D CD200 CD200R1 CD22 CD226 CD247 CD300A CD300C CD300E CD300LB CD300LD CD300LF CD300LG CD33 CD34 CD3D CD3E CD3G CD40 CD40LG CD81 CD8A CD8B CD96 CD99 CDH1 CLEC2B CLEC2D CLEC4G COL17A1 COL1A1 COL1A2 COL2A1 COL3A1 COLEC12 CRTAM CXADR FCGR1A FCGR2B FCGR3A HCST HLA-A HLA-B HLA-C HLA-E HLA-F HLA-G ICAM1 ICAM2 ICAM3 ICAM4 ICAM5 IFITM1 IGHV1-2 IGHV1-46 IGHV1-69 IGHV2-5 IGHV2-70 IGHV3-11 IGHV3-13 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-48 IGHV3-53 IGHV3-7 IGHV4-34 IGHV4-39 IGHV4-59 IGKV1-12 IGKV1-16 IGKV1-17 IGKV1-33 IGKV1-39 IGKV1-5 IGKV1D-12 IGKV1D-16 IGKV1D-33 IGKV1D-39 IGKV2-28 IGKV2-30 IGKV2D-28 IGKV2D-30 IGKV2D-40 IGKV3-11 IGKV3-15 IGKV3-20 IGKV3D-20 IGKV4-1 IGKV5-2 IGLC2 IGLC3 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-51 IGLV2-11 IGLV2-14 IGLV2-23 IGLV2-8 IGLV3-1 IGLV3-19 IGLV3-21 IGLV3-25 IGLV3-27 IGLV6-57 IGLV7-43 ITGA4 ITGAL ITGB1 ITGB2 ITGB7 JAML KIR2DL1 KIR2DL2 KIR2DL3 KIR2DL4 KIR2DS1 KIR2DS2 KIR3DL1 KIR3DL2 KLRB1 KLRC1 KLRD1 KLRF1 KLRG1 KLRK1 LAIR1 LAIR2 LILRA1 LILRA2 LILRA3 LILRA4 LILRA5 LILRA6 LILRB1 LILRB2 LILRB3 LILRB4 LILRB5 MADCAM1 MICA MICB NCR1 NCR2 NCR3 NCR3LG1 NECTIN2 NPDC1 OSCAR PIANP PILRA PILRB PVR RAET1E SELL SFTPD SH2D1A SH2D1B SIGLEC1 SIGLEC10 SIGLEC11 SIGLEC12 SIGLEC5 SIGLEC6 SIGLEC7 SIGLEC8 SIGLEC9 SLAMF6 SLAMF7 TRAV19 TRAV29DV5 TRAV8-4 TRBV12-3 TRBV7-9 TREM1 TREM2 TREML1 TREML2 TREML4 TYROBP ULBP1 ULBP3 VCAM1 REACTOME_INACTIVATION_OF_CDC42_AND_RAC1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INACTIVATION_OF_CDC42_AND_RAC1 ARHGAP39 CDC42 RAC1 ROBO1 SLIT2 SRGAP1 SRGAP2 SRGAP3 REACTOME_INACTIVATION_OF_CSF3_G_CSF_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INACTIVATION_OF_CSF3_G_CSF_SIGNALING CSF3 CSF3R CUL5 ELOB ELOC HCK JAK1 JAK2 LYN RNF7 RPS27A SOCS1 SOCS3 STAT1 STAT3 STAT5A STAT5B SYK TYK2 UBA52 UBB UBC UBE2D1 UBE2D2 UBE2D3 REACTOME_INCRETIN_SYNTHESIS_SECRETION_AND_INACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INCRETIN_SYNTHESIS_SECRETION_AND_INACTIVATION CDX2 CTNNB1 DPP4 FFAR1 FFAR4 GATA4 GCG GIP GNAT3 GNB1 GNB3 GNG13 GPR119 GRP ISL1 LEP PAX6 PCSK1 SEC11A SEC11C SPCS1 SPCS2 SPCS3 TCF7L2 REACTOME_INDUCTION_OF_CELL_CELL_FUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INDUCTION_OF_CELL_CELL_FUSION ACE2 ANO1 ANO10 ANO2 ANO3 ANO4 ANO5 ANO6 ANO7 ANO8 ANO9 FURIN TMPRSS2 REACTOME_INFECTION_WITH_MYCOBACTERIUM_TUBERCULOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INFECTION_WITH_MYCOBACTERIUM_TUBERCULOSIS ATP6V1H B2M CORO1A CTSG DUSP16 ENO1 GSK3A HGS KPNA1 KPNB1 LTF MAPK1 MAPK3 MRC1 NOS2 PGK1 RAB5A RAB7A RNF213 RPS27A SFPQ TLR2 TRIM27 UBA52 UBB UBC VPS33B REACTOME_INFECTIOUS_DISEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INFECTIOUS_DISEASE AAAS ABI1 ABI2 ABL1 ACE2 ACTB ACTG1 ACTR2 ACTR3 ADAM17 ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ADORA2B AGRN AHCYL1 AKT1 AKT2 AKT3 ANO1 ANO10 ANO2 ANO3 ANO4 ANO5 ANO6 ANO7 ANO8 ANO9 ANTXR1 ANTXR2 AP1B1 AP1G1 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 APOBEC3G APP ARF1 ARID4A ARID4B ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 ATG14 ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP1B1 ATP1B2 ATP1B3 ATP6V1H B2M BAIAP2 BANF1 BCL2L1 BECN1 BLNK BRD4 BRK1 BRMS1 BST2 BTK BTRC C3 C3AR1 CALM1 CALR CANX CASP1 CAV1 CBL CBLL1 CBX1 CCNH CCNK CCNT1 CCNT2 CCR5 CD163 CD247 CD28 CD3G CD4 CD79A CD79B CD8B CD9 CDC42 CDH1 CDK7 CDK9 CEBPD CHD3 CHD4 CHMP1A CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP5 CHMP6 CHMP7 CHUK CLTA CLTC CNBP COMT CORO1A CPSF4 CRB3 CRBN CREB1 CREBBP CRK CSNK1A1 CTDP1 CTNNB1 CTNND1 CTSG CTSL CUL3 CUL5 CXCR4 CYBA CYFIP1 CYFIP2 CYSLTR1 CYSLTR2 DAD1 DAXX DDOST DDX20 DDX5 DNAJC3 DOCK1 DOCK2 DPEP1 DPEP2 DPEP3 DUSP16 DVL1 DVL2 DVL3 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 EDEM2 EED EEF1A1 EEF2 EGFR EIF2AK2 ELK1 ELL ELMO1 ELMO2 ELOA ELOA2 ELOB ELOC ENO1 ENTPD1 ENTPD5 EP300 EPS15 ERCC2 ERCC3 EZH2 FAU FCGR1A FCGR2A FCGR3A FEN1 FGR FKBP1A FKBP4 FNTA FNTB FURIN FUT8 FXYD1 FXYD2 FXYD3 FXYD4 FXYD6 FXYD7 FYN FZD7 G3BP1 G3BP2 GALNT1 GANAB GATAD2A GATAD2B GEMIN2 GEMIN4 GEMIN5 GEMIN6 GEMIN7 GEMIN8 GGT1 GGT5 GJA1 GNAI1 GNAI2 GNAI3 GNAS GNAT3 GNAZ GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 GOLGA7 GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 GPS2 GRB2 GRSF1 GSDMD GSK3A GSK3B GTF2A1 GTF2A2 GTF2B GTF2E1 GTF2E2 GTF2F1 GTF2F2 GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 GUCY2C H2AC1 H2AC11 H2AC12 H2AC13 H2AC14 H2AC15 H2AC16 H2AC17 H2AC18 H2AC19 H2AC20 H2AC21 H2AC25 H2AC4 H2AC6 H2AC7 H2AC8 H2BC1 H2BC10 H2BC11 H2BC12 H2BC13 H2BC14 H2BC15 H2BC17 H2BC18 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HAVCR1 HBEGF HCK HDAC1 HDAC2 HDAC3 HGS HLA-A HLA-B HLA-C HLA-E HLA-F HLA-G HMG20B HMGA1 HMOX1 HNRNPA1 HNRNPK HSP90AA1 HSP90AB1 HSPA1A HSPG2 IFIH1 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR1 IFNAR2 IFNB1 IFNGR1 IFNGR2 IGHD IGHG1 IGHG2 IGHG4 IGHM IGHV1-2 IGHV1-46 IGHV1-69 IGHV2-5 IGHV2-70 IGHV3-11 IGHV3-13 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-48 IGHV3-53 IGHV3-7 IGHV4-34 IGHV4-39 IGHV4-59 IGKV1-12 IGKV1-16 IGKV1-17 IGKV1-33 IGKV1-39 IGKV1-5 IGKV1D-12 IGKV1D-16 IGKV1D-33 IGKV1D-39 IGKV2-28 IGKV2-30 IGKV2D-28 IGKV2D-30 IGKV2D-40 IGKV3-11 IGKV3-15 IGKV3-20 IGKV3D-20 IGKV4-1 IGKV5-2 IGLC2 IGLC3 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-51 IGLV2-11 IGLV2-14 IGLV2-23 IGLV2-8 IGLV3-1 IGLV3-19 IGLV3-21 IGLV3-25 IGLV3-27 IGLV6-57 IGLV7-43 IKBKB IKBKE IKBKG IL10 IL17A IL17F IL17RA IL17RC IL18 IL1A IL1B IL1R1 IL6 IL6R IMPDH1 IMPDH2 IPO5 IRAK1 IRAK2 IRF3 IRF7 ISCU ISG15 ITCH ITGA4 ITGB1 ITPR1 ITPR2 ITPR3 JAK1 JAK2 JAK3 JUN KDM1A KEAP1 KPNA1 KPNA2 KPNA3 KPNA4 KPNA5 KPNA7 KPNB1 LARP1 LCK LIG1 LIG4 LTF LYN MAGT1 MAN1B1 MAN2A1 MAP1LC3B MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K6 MAP2K7 MAP3K7 MAPK1 MAPK14 MAPK3 MAPK8 MASP1 MASP2 MAVS MBD3 MBL2 MEFV MET MGAT1 MGAT2 MGAT4A MGAT4B MGAT4C MGAT5 MNAT1 MOGS MRC1 MTA1 MTA2 MTA3 MVB12A MVB12B MYH2 MYH9 MYO10 MYO1C MYO5A MYO9B NCBP1 NCBP2 NCK1 NCKAP1 NCKAP1L NCKIPSD NCOR1 NCOR2 NDC1 NEDD4L NELFA NELFB NELFCD NELFE NFE2L2 NFKB1 NFKB2 NFKBIA NHERF4 NLRP12 NLRP3 NMI NMT1 NMT2 NOD1 NOD2 NOS2 NOX1 NOXA1 NOXO1 NPIPB3 NPM1 NR3C1 NRP1 NT5E NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 P2RX4 P2RX7 PABPN1 PACS1 PAK2 PALS1 PARP1 PARP10 PARP14 PARP16 PARP4 PARP6 PARP8 PARP9 PATJ PCBP2 PDCD1 PDCD6IP PDPK1 PGK1 PHF21A PIK3C3 PIK3R4 PKLR PLCG1 PLCG2 PLK2 PML POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L POM121 POM121C PPIA PPIB PPIG PPIH PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCSH PRKX PRMT1 PSIP1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PSTPIP1 PTGES3 PTK2 PTPN11 PTPN6 PYCARD RAB5A RAB7A RAC1 RAE1 RAN RANBP1 RANBP2 RANGAP1 RB1 RBBP4 RBBP7 RBX1 RCAN3 RCC1 RCOR1 RELA REST RHBDF2 RIGI RIPK1 RIPK2 RIPK3 RNF135 RNF213 RNGTT RNMT ROCK1 ROCK2 RPL10 RPL10A RPL10L RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL22L1 RPL23 RPL23A RPL24 RPL26 RPL26L1 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL36AL RPL37 RPL37A RPL38 RPL39 RPL39L RPL3L RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPN1 RPN2 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS7 RPS8 RPS9 RPSA RUNX1 S1PR1 SAP18 SAP30 SAP30L SAR1B SDC1 SDC2 SDC3 SDC4 SEC13 SEC23A SEC24A SEC24B SEC24C SEC24D SEH1L SEM1 SERPINE1 SFN SFPQ SFTPD SH3GL1 SH3GL2 SH3GL3 SH3KBP1 SIGMAR1 SIKE1 SKP1 SLC25A4 SLC25A5 SLC25A6 SMAD3 SMAD4 SMN1 SMN2 SNAP25 SNF8 SNRPB SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SOS1 SP1 SRC SRPK1 SRPK2 SSRP1 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST6GAL1 ST6GALNAC2 ST6GALNAC3 ST6GALNAC4 STAM STAM2 STAT1 STAT2 STING1 STT3A STX1A STX1B SUDS3 SUGT1 SUMO1 SUPT16H SUPT4H1 SUPT5H SUZ12 SV2A SV2B SV2C SYK SYT1 SYT2 TAB1 TAB2 TAB3 TAF1 TAF10 TAF11 TAF12 TAF13 TAF15 TAF1L TAF2 TAF3 TAF4 TAF4B TAF5 TAF6 TAF7 TAF7L TAF9 TAF9B TBK1 TBL1X TBL1XR1 TBP TCEA1 TGFB1 TJP1 TKFC TLR1 TLR2 TLR7 TLR8 TLR9 TMPRSS2 TOMM70 TPR TRAF3 TRAF6 TRIM25 TRIM27 TRIM28 TRIM4 TSG101 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B TUFM TUSC3 TXN TXNIP TXNRD1 TYK2 UBA52 UBAP1 UBB UBC UBE2I UBE2N UBE2V1 UVRAG VAMP1 VAMP2 VAV1 VAV2 VAV3 VCP VEGFA VHL VPS11 VPS16 VPS18 VPS25 VPS28 VPS33A VPS33B VPS36 VPS37A VPS37B VPS37C VPS37D VPS39 VPS41 VPS45 VPS4A VPS4B VTA1 WAS WASF1 WASF2 WASF3 WASL WIPF1 WIPF2 WIPF3 WNT5A XPO1 XRCC4 XRCC5 XRCC6 YES1 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ ZBP1 ZCRB1 ZDHHC11 ZDHHC2 ZDHHC20 ZDHHC3 ZDHHC5 ZDHHC8 ZDHHC9 REACTOME_INFLAMMASOMES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INFLAMMASOMES AIM2 APP BCL2 BCL2L1 CASP1 HMOX1 HSP90AB1 MEFV NFKB1 NFKB2 NLRC4 NLRP1 NLRP3 P2RX7 PANX1 PSTPIP1 PYCARD RELA SUGT1 TXN TXNIP REACTOME_INFLUENZA_INFECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INFLUENZA_INFECTION AAAS CALR CANX CLTA CLTC CPSF4 DNAJC3 EIF2AK2 FAU GRSF1 GTF2F1 GTF2F2 HSP90AA1 HSPA1A IPO5 ISG15 KPNA1 KPNA2 KPNA3 KPNA4 KPNA5 KPNA7 KPNB1 NDC1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 PABPN1 PARP1 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L POM121 POM121C RAE1 RAN RANBP2 RPL10 RPL10A RPL10L RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL22L1 RPL23 RPL23A RPL24 RPL26 RPL26L1 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL36AL RPL37 RPL37A RPL38 RPL39 RPL39L RPL3L RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS7 RPS8 RPS9 RPSA SEC13 SEH1L SLC25A6 TGFB1 TPR UBA52 XPO1 REACTOME_INHIBITION_OF_DNA_RECOMBINATION_AT_TELOMERE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INHIBITION_OF_DNA_RECOMBINATION_AT_TELOMERE ACD ATRX DAXX H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3-4 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L POT1 TERF1 TERF2 TERF2IP TINF2 REACTOME_INHIBITION_OF_REPLICATION_INITIATION_OF_DAMAGED_DNA_BY_RB1_E2F1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INHIBITION_OF_REPLICATION_INITIATION_OF_DAMAGED_DNA_BY_RB1_E2F1 E2F1 POLA1 POLA2 PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R3B PRIM1 PRIM2 RB1 TFDP1 TFDP2 REACTOME_INHIBITION_OF_THE_PROTEOLYTIC_ACTIVITY_OF_APC_C_REQUIRED_FOR_THE_ONSET_OF_ANAPHASE_BY_MITOTIC_SPINDLE_CHECKPOINT_COMPONENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INHIBITION_OF_THE_PROTEOLYTIC_ACTIVITY_OF_APC_C_REQUIRED_FOR_THE_ONSET_OF_ANAPHASE_BY_MITOTIC_SPINDLE_CHECKPOINT_COMPONENTS ANAPC1 ANAPC10 ANAPC11 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 BUB1B BUB3 CDC16 CDC20 CDC23 CDC26 CDC27 MAD2L1 UBE2C UBE2D1 UBE2E1 UBE2S REACTOME_INITIAL_TRIGGERING_OF_COMPLEMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INITIAL_TRIGGERING_OF_COMPLEMENT C1QA C1QB C1QC C1R C1S C2 C3 C4A C4B C4B_2 CFB CFD CFP COLEC10 COLEC11 CRP FCN1 FCN2 FCN3 GZMM IGHG1 IGHG2 IGHG4 IGHV1-2 IGHV1-46 IGHV1-69 IGHV2-5 IGHV2-70 IGHV3-11 IGHV3-13 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-48 IGHV3-53 IGHV3-7 IGHV4-34 IGHV4-39 IGHV4-59 IGKV1-12 IGKV1-16 IGKV1-17 IGKV1-33 IGKV1-39 IGKV1-5 IGKV1D-12 IGKV1D-16 IGKV1D-33 IGKV1D-39 IGKV2-28 IGKV2-30 IGKV2D-28 IGKV2D-30 IGKV2D-40 IGKV3-11 IGKV3-15 IGKV3-20 IGKV3D-20 IGKV4-1 IGKV5-2 IGLC2 IGLC3 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-51 IGLV2-11 IGLV2-14 IGLV2-23 IGLV2-8 IGLV3-1 IGLV3-19 IGLV3-21 IGLV3-25 IGLV3-27 IGLV6-57 IGLV7-43 MASP1 MASP2 MBL2 REACTOME_INITIATION_OF_NUCLEAR_ENVELOPE_NE_REFORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INITIATION_OF_NUCLEAR_ENVELOPE_NE_REFORMATION ANKLE2 BANF1 CCNB1 CCNB2 CDK1 EMD KPNB1 LBR LEMD2 LEMD3 LMNA LMNB1 PPP2CA PPP2R1A PPP2R2A SIRT2 TMPO VRK1 VRK2 REACTOME_INLA_MEDIATED_ENTRY_OF_LISTERIA_MONOCYTOGENES_INTO_HOST_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INLA_MEDIATED_ENTRY_OF_LISTERIA_MONOCYTOGENES_INTO_HOST_CELLS CBLL1 CDH1 CTNNB1 CTNND1 RPS27A SRC UBA52 UBB UBC REACTOME_INLB_MEDIATED_ENTRY_OF_LISTERIA_MONOCYTOGENES_INTO_HOST_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INLB_MEDIATED_ENTRY_OF_LISTERIA_MONOCYTOGENES_INTO_HOST_CELL CBL EPS15 GRB2 HGS MET RPS27A SH3GL1 SH3GL2 SH3GL3 SH3KBP1 STAM STAM2 UBA52 UBB UBC REACTOME_INNATE_IMMUNE_SYSTEM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INNATE_IMMUNE_SYSTEM A1BG AAMP ABCA13 ABI1 ABI2 ABL1 ACAA1 ACLY ACP3 ACTB ACTG1 ACTR10 ACTR1B ACTR2 ACTR3 ADA2 ADAM10 ADAM8 ADGRE3 ADGRE5 ADGRG3 AGA AGER AGL AGPAT2 AHCYL1 AHSG AIM2 ALAD ALDH3B1 ALDOA ALDOC ALOX5 ALPK1 AMPD3 ANO6 ANPEP ANXA2 AOC1 AP1M1 AP2A2 APAF1 APEH APOB APP APRT ARG1 ARHGAP45 ARHGAP9 ARL8A ARMC8 ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 ARSA ARSB ART1 ASAH1 ATAD3B ATF1 ATF2 ATG12 ATG5 ATG7 ATOX1 ATP11A ATP11B ATP6AP2 ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1C2 ATP6V1D ATP6V1E1 ATP6V1E2 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1G3 ATP6V1H ATP7A ATP8A1 ATP8B4 AZU1 B2M B4GALT1 BAIAP2 BCL10 BCL2 BCL2L1 BIN2 BIRC2 BIRC3 BPI BPIFA1 BPIFA2 BPIFB1 BPIFB2 BPIFB4 BPIFB6 BRI3 BRK1 BST1 BST2 BTK BTRC C1QA C1QB C1QC C1R C1S C1orf35 C2 C3 C3AR1 C4A C4B C4BPA C4BPB C4B_2 C5 C5AR1 C5AR2 C6 C6orf120 C7 C8A C8B C8G C9 CAB39 CALM1 CALML5 CAMP CAND1 CANT1 CAP1 CAPN1 CAPZA1 CAPZA2 CARD11 CARD9 CASP1 CASP10 CASP2 CASP4 CASP8 CASP9 CAT CCL17 CCL22 CCR2 CCR6 CCT2 CCT8 CD14 CD177 CD180 CD19 CD209 CD247 CD300A CD300E CD300LB CD33 CD36 CD3G CD4 CD44 CD46 CD47 CD53 CD55 CD58 CD59 CD63 CD68 CD81 CD93 CDA CDC34 CDC42 CDK13 CEACAM1 CEACAM3 CEACAM6 CEACAM8 CEP290 CFB CFD CFH CFHR1 CFHR2 CFHR3 CFHR4 CFHR5 CFI CFL1 CFP CGAS CHGA CHI3L1 CHIT1 CHRNB4 CHUK CKAP4 CLEC10A CLEC12A CLEC4A CLEC4C CLEC4D CLEC4E CLEC5A CLEC6A CLEC7A CLU CMTM6 CNN2 CNPY3 COLEC10 COLEC11 COMMD3 COMMD9 COPB1 COTL1 CPB2 CPN1 CPN2 CPNE1 CPNE3 CPPED1 CR1 CR2 CRACR2A CRCP CREB1 CREBBP CREG1 CRISP3 CRISPLD2 CRK CRP CSNK2B CST3 CSTB CTNNB1 CTSA CTSB CTSC CTSD CTSG CTSH CTSK CTSL CTSS CTSV CTSZ CUL1 CXCL1 CXCR1 CXCR2 CYB5R3 CYBA CYBB CYFIP1 CYFIP2 CYLD CYSTM1 DBNL DCD DDOST DDX3X DDX41 DEFA1 DEFA1B DEFA3 DEFA4 DEFA5 DEFA6 DEFB1 DEFB103A DEFB103B DEFB104A DEFB104B DEFB105A DEFB105B DEFB106A DEFB106B DEFB107A DEFB107B DEFB108B DEFB109B DEFB110 DEFB112 DEFB113 DEFB114 DEFB115 DEFB116 DEFB118 DEFB119 DEFB121 DEFB123 DEFB124 DEFB125 DEFB126 DEFB127 DEFB128 DEFB129 DEFB130A DEFB130B DEFB131A DEFB132 DEFB133 DEFB134 DEFB135 DEFB136 DEFB4A DEFB4B DEGS1 DERA DGAT1 DHX36 DHX58 DHX9 DIAPH1 DNAJC13 DNAJC3 DNAJC5 DNASE1L1 DNM1 DNM2 DNM3 DOCK1 DOCK2 DOK3 DPP7 DSC1 DSG1 DSN1 DSP DTX4 DUSP3 DUSP4 DUSP6 DUSP7 DYNC1H1 DYNC1LI1 DYNLL1 DYNLT1 ECSIT EEA1 EEF1A1 EEF2 ELANE ELK1 ELMO1 ELMO2 ENPP4 ENSG00000284958 EP300 EPPIN EPPIN-WFDC6 EPX ERP44 F2 FABP5 FADD FAF2 FBXW11 FCAR FCER1A FCER1G FCGR1A FCGR2A FCGR3A FCGR3B FCN1 FCN2 FCN3 FGA FGB FGG FGL2 FGR FLG2 FOLR3 FOS FPR1 FPR2 FRK FRMPD3 FTH1 FTL FUCA1 FUCA2 FYN GAA GAB2 GALNS GCA GDI2 GGH GHDC GLA GLB1 GLIPR1 GM2A GMFG GNLY GNS GOLGA7 GPI GPR84 GRAP2 GRB2 GRN GSDMD GSDME GSN GSTP1 GUSB GYG1 GZMM HBB HCK HEBP2 HERC5 HEXB HGSNAT HK3 HLA-B HLA-C HLA-E HMGB1 HMOX1 HMOX2 HP HPSE HRAS HRNR HSP90AA1 HSP90AB1 HSP90B1 HSPA1A HSPA1B HSPA6 HSPA8 HTN1 HTN3 HUWE1 HVCN1 ICAM2 ICAM3 IDH1 IFI16 IFIH1 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IGF2R IGHE IGHG1 IGHG2 IGHG4 IGHV1-2 IGHV1-46 IGHV1-69 IGHV2-5 IGHV2-70 IGHV3-11 IGHV3-13 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-48 IGHV3-53 IGHV3-7 IGHV4-34 IGHV4-39 IGHV4-59 IGKV1-12 IGKV1-16 IGKV1-17 IGKV1-33 IGKV1-39 IGKV1-5 IGKV1D-12 IGKV1D-16 IGKV1D-33 IGKV1D-39 IGKV2-28 IGKV2-30 IGKV2D-28 IGKV2D-30 IGKV2D-40 IGKV3-11 IGKV3-15 IGKV3-20 IGKV3D-20 IGKV4-1 IGKV5-2 IGLC2 IGLC3 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-51 IGLV2-11 IGLV2-14 IGLV2-23 IGLV2-8 IGLV3-1 IGLV3-19 IGLV3-21 IGLV3-25 IGLV3-27 IGLV6-57 IGLV7-43 IKBIP IKBKB IKBKE IKBKG IL1B ILF2 IMPDH1 IMPDH2 IQGAP1 IQGAP2 IRAG2 IRAK1 IRAK2 IRAK3 IRAK4 IRF3 IRF7 ISG15 IST1 ITCH ITGAL ITGAM ITGAV ITGAX ITGB2 ITK ITLN1 ITPR1 ITPR2 ITPR3 JUN JUP KCMF1 KCNAB2 KIR2DL5A KIR2DS1 KIR2DS2 KIR2DS4 KIR2DS5 KIR3DS1 KLRC2 KLRD1 KLRK1 KPNB1 KRAS KRT1 LAIR1 LAMP1 LAMP2 LAMTOR1 LAMTOR2 LAMTOR3 LAT LAT2 LBP LCK LCN2 LCP2 LEAP2 LGALS3 LGMN LILRA3 LILRB2 LILRB3 LIMK1 LPCAT1 LPO LRG1 LRRC14 LRRC7 LRRFIP1 LTA4H LTF LY86 LY96 LYN LYZ MAGT1 MALT1 MAN2B1 MANBA MAP2K1 MAP2K3 MAP2K4 MAP2K6 MAP2K7 MAP3K1 MAP3K14 MAP3K7 MAP3K8 MAPK1 MAPK10 MAPK11 MAPK12 MAPK13 MAPK14 MAPK3 MAPK7 MAPK8 MAPK9 MAPKAPK2 MAPKAPK3 MASP1 MASP2 MAVS MBL2 MCEMP1 MEF2A MEF2C MEFV METTL7A MGAM MGST1 MIF MLEC MME MMP25 MMP8 MMP9 MNDA MOSPD2 MPO MRE11 MS4A2 MS4A3 MUC1 MUC12 MUC13 MUC15 MUC16 MUC17 MUC20 MUC21 MUC3A MUC4 MUC5AC MUC5B MUC6 MUC7 MUCL1 MVP MYD88 MYH2 MYH9 MYO10 MYO1C MYO5A MYO9B N4BP1 NAPRT NBEAL2 NCF1 NCF2 NCF4 NCK1 NCKAP1 NCKAP1L NCKIPSD NCR2 NCSTN NDUFC2 NEU1 NF2 NFAM1 NFASC NFATC1 NFATC2 NFATC3 NFKB1 NFKB2 NFKBIA NFKBIB NHLRC3 NIT2 NKIRAS1 NKIRAS2 NLRC3 NLRC4 NLRC5 NLRP1 NLRP3 NLRP4 NLRX1 NME2 NOD1 NOD2 NOS1 NOS2 NOS3 NPC2 NRAS OLFM4 OLR1 ORM1 ORM2 ORMDL3 OSCAR OSTF1 OTUD5 P2RX1 P2RX7 PA2G4 PADI2 PAFAH1B2 PAK1 PAK2 PAK3 PANX1 PCBP2 PDAP1 PDPK1 PDXK PDZD11 PECAM1 PELI1 PELI2 PELI3 PFKL PGAM1 PGLYRP1 PGLYRP2 PGLYRP3 PGLYRP4 PGM1 PGM2 PGRMC1 PI3 PIGR PIK3C3 PIK3CA PIK3CB PIK3R1 PIK3R2 PIK3R4 PIN1 PKM PKP1 PLA2G2A PLA2G6 PLAC8 PLAU PLAUR PLCG1 PLCG2 PLD1 PLD2 PLD3 PLD4 PLEKHO2 PLPP4 PLPP5 PNP POLR1C POLR1D POLR2E POLR2F POLR2H POLR2K POLR2L POLR3A POLR3B POLR3C POLR3D POLR3E POLR3F POLR3G POLR3GL POLR3H POLR3K PPBP PPIA PPIE PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5D PPP3CA PPP3CB PPP3R1 PRCP PRDX4 PRDX6 PRG2 PRG3 PRKACA PRKACB PRKACG PRKCD PRKCE PRKCQ PRKCSH PRKDC PROS1 PRSS2 PRSS3 PRTN3 PSAP PSEN1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PSTPIP1 PTAFR PTGES2 PTK2 PTPN11 PTPN4 PTPN6 PTPRB PTPRC PTPRJ PTPRN2 PTX3 PYCARD PYGB PYGL QPCT QSOX1 RAB10 RAB14 RAB18 RAB24 RAB27A RAB31 RAB37 RAB3A RAB3D RAB44 RAB4B RAB5B RAB5C RAB6A RAB7A RAB9B RAC1 RAC2 RAF1 RAP1A RAP1B RAP2B RAP2C RASGRP1 RASGRP2 RASGRP4 RBSN REG3A REG3G RELA RELB RETN RHOA RHOF RHOG RIGI RIPK1 RIPK2 RIPK3 RNASE2 RNASE3 RNASE6 RNASE7 RNASE8 RNASET2 RNF125 RNF135 RNF216 ROCK1 RPS27A RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA5 S100A1 S100A11 S100A12 S100A7 S100A7A S100A8 S100A9 S100B S100P SAA1 SARM1 SCAMP1 SDCBP SELL SEM1 SEMG1 SERPINA1 SERPINA3 SERPINB1 SERPINB10 SERPINB12 SERPINB3 SERPINB6 SERPING1 SFTPA1 SFTPA2 SFTPD SHC1 SIGIRR SIGLEC14 SIGLEC15 SIGLEC5 SIGLEC9 SIKE1 SIRPA SIRPB1 SKP1 SLC11A1 SLC15A4 SLC27A2 SLC2A3 SLC2A5 SLC44A2 SLCO4C1 SLPI SNAP23 SNAP25 SNAP29 SOCS1 SOS1 SPTAN1 SRC SRP14 STAT6 STBD1 STING1 STK10 STK11IP STOM SUGT1 SURF4 SVIP SYK SYNGR1 TAB1 TAB2 TAB3 TANK TARM1 TAX1BP1 TBC1D10C TBK1 TCIRG1 TCN1 TEC TICAM1 TICAM2 TIFA TIMP2 TIRAP TKFC TLR1 TLR10 TLR2 TLR3 TLR4 TLR5 TLR6 TLR7 TLR8 TLR9 TMBIM1 TMC6 TMEM179B TMEM30A TMEM63A TNFAIP3 TNFAIP6 TNFRSF1B TNIP2 TOLLIP TOM1 TOMM70 TP53 TRAF2 TRAF3 TRAF6 TRAPPC1 TREM1 TREM2 TREX1 TRIM21 TRIM25 TRIM32 TRIM4 TRIM56 TRPM2 TSPAN14 TTR TUBB TUBB4B TXK TXN TXNDC5 TXNIP TYROBP UBA3 UBA52 UBA7 UBB UBC UBE2D1 UBE2D2 UBE2D3 UBE2K UBE2L6 UBE2M UBE2N UBE2V1 UBR4 UNC13D UNC93B1 USP14 USP18 VAMP8 VAPA VAT1 VAV1 VAV2 VAV3 VCL VCP VNN1 VPS35L VRK3 VTN WAS WASF1 WASF2 WASF3 WASL WIPF1 WIPF2 WIPF3 XRCC5 XRCC6 YES1 YPEL5 ZBP1 REACTOME_INOSITOL_PHOSPHATE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INOSITOL_PHOSPHATE_METABOLISM CALM1 IMPA1 IMPA2 INPP1 INPP4A INPP4B INPP5A INPP5B INPP5D INPP5J INPPL1 IP6K1 IP6K2 IP6K3 IPMK IPPK ISYNA1 ITPK1 ITPKA ITPKB ITPKC MINPP1 MIOX MTMR7 MTMR9 NUDT10 NUDT11 NUDT3 NUDT4 OCRL PLCB1 PLCB2 PLCB3 PLCB4 PLCD1 PLCD3 PLCD4 PLCE1 PLCG1 PLCG2 PLCH1 PLCH2 PLCZ1 PLD4 PPIP5K1 PPIP5K2 PTEN SYNJ1 REACTOME_INSERTION_OF_TAIL_ANCHORED_PROTEINS_INTO_THE_ENDOPLASMIC_RETICULUM_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INSERTION_OF_TAIL_ANCHORED_PROTEINS_INTO_THE_ENDOPLASMIC_RETICULUM_MEMBRANE ALDH3A2 APP BAG6 CAMLG CYB5A EMD GET1 GET3 GET4 HMOX1 OTOF PRNP SEC61B SEC61G SERP1 SGTA STX1A STX5 UBE2J2 UBL4A VAMP2 VAPA REACTOME_INSULIN_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INSULIN_PROCESSING CLTRN CPE ERO1B EXOC1 EXOC2 EXOC3 EXOC4 EXOC5 EXOC6 EXOC7 EXOC8 INS KIF5A KIF5B KIF5C MYO5A MYRIP P4HB PCSK1 PCSK2 RAB27A SLC30A5 SLC30A8 STX1A VAMP2 REACTOME_INSULIN_RECEPTOR_RECYCLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INSULIN_RECEPTOR_RECYCLING ATP6AP1 ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1C2 ATP6V1D ATP6V1E1 ATP6V1E2 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1G3 ATP6V1H CTSD IDE INS INSR PTPN1 PTPRF TCIRG1 REACTOME_INSULIN_RECEPTOR_SIGNALLING_CASCADE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INSULIN_RECEPTOR_SIGNALLING_CASCADE AKT2 FGF1 FGF10 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFR4 FLT3 FLT3LG FRS2 GAB1 GAB2 GRB10 GRB2 HRAS INS INSR IRS1 IRS2 KL KLB KRAS MAPK1 MAPK3 NRAS PDE3B PDPK1 PIK3C3 PIK3CA PIK3CB PIK3R1 PIK3R2 PIK3R4 PTPN11 SHC1 SOS1 THEM4 TLR9 TRIB3 REACTOME_INTEGRATION_OF_ENERGY_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTEGRATION_OF_ENERGY_METABOLISM ABCC8 ACACA ACACB ACLY ACSL3 ACSL4 ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ADIPOQ ADIPOR1 ADIPOR2 ADRA2A ADRA2C AGPAT1 AHCYL1 AKAP5 CACNA1A CACNA1C CACNA1D CACNA1E CACNA2D2 CACNB2 CACNB3 CD36 CHRM3 FASN FFAR1 GCG GCGR GLP1R GNA11 GNA14 GNA15 GNAI1 GNAI2 GNAQ GNAS GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 INS IQGAP1 ITPR1 ITPR2 ITPR3 KCNB1 KCNC2 KCNG2 KCNJ11 KCNS3 MARCKS MLX MLXIPL PFKFB1 PKLR PLCB1 PLCB2 PLCB3 PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5D PRKAA2 PRKAB2 PRKACA PRKACB PRKACG PRKAG2 PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCA RAP1A RAPGEF3 RAPGEF4 SLC2A1 SLC2A2 SNAP25 STK11 STX1A STXBP1 SYT5 TALDO1 TKT VAMP2 REACTOME_INTEGRATION_OF_PROVIRUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTEGRATION_OF_PROVIRUS BANF1 HMGA1 KPNA1 LIG4 PPIA PSIP1 XRCC4 XRCC5 XRCC6 REACTOME_INTEGRIN_CELL_SURFACE_INTERACTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTEGRIN_CELL_SURFACE_INTERACTIONS AGRN BSG CD44 CD47 CDH1 COL10A1 COL13A1 COL16A1 COL18A1 COL1A1 COL1A2 COL23A1 COL2A1 COL3A1 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 COL5A1 COL5A2 COL5A3 COL6A1 COL6A2 COL6A3 COL6A5 COL6A6 COL7A1 COL8A1 COL8A2 COL9A1 COL9A2 COL9A3 COMP F11R FBN1 FGA FGB FGG FN1 HSPG2 IBSP ICAM1 ICAM2 ICAM3 ICAM4 ICAM5 ITGA1 ITGA10 ITGA11 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA6 ITGA7 ITGA8 ITGA9 ITGAD ITGAE ITGAL ITGAM ITGAV ITGAX ITGB1 ITGB2 ITGB3 ITGB5 ITGB6 ITGB7 ITGB8 JAM2 JAM3 KDR LUM MADCAM1 PECAM1 SPP1 THBS1 TNC VCAM1 VTN VWF REACTOME_INTEGRIN_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTEGRIN_SIGNALING AKT1 APBB1IP BCAR1 CRK CSK FGA FGB FGG FN1 GRB2 ITGA2B ITGB3 PDPK1 PTK2 PTPN1 RAP1A RAP1B RAPGEF3 RAPGEF4 RASGRP1 RASGRP2 SHC1 SOS1 SRC SYK TLN1 VWF REACTOME_INTERACTIONS_OF_REV_WITH_HOST_CELLULAR_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERACTIONS_OF_REV_WITH_HOST_CELLULAR_PROTEINS AAAS KPNB1 NDC1 NPM1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 POM121 POM121C RAE1 RAN RANBP1 RANBP2 RANGAP1 RCC1 SEC13 SEH1L TPR XPO1 REACTOME_INTERACTIONS_OF_VPR_WITH_HOST_CELLULAR_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERACTIONS_OF_VPR_WITH_HOST_CELLULAR_PROTEINS AAAS BANF1 HMGA1 KPNA1 NDC1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 POM121 POM121C PSIP1 RAE1 RANBP2 SEC13 SEH1L SLC25A4 SLC25A5 SLC25A6 TPR REACTOME_INTERACTION_BETWEEN_L1_AND_ANKYRINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERACTION_BETWEEN_L1_AND_ANKYRINS ACTB ACTG1 ANK1 ANK2 ANK3 KCNQ2 KCNQ3 L1CAM NFASC NRCAM SCN10A SCN11A SCN1A SCN1B SCN2A SCN2B SCN3A SCN3B SCN4A SCN4B SCN5A SCN7A SCN8A SCN9A SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 REACTOME_INTERACTION_WITH_CUMULUS_CELLS_AND_THE_ZONA_PELLUCIDA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERACTION_WITH_CUMULUS_CELLS_AND_THE_ZONA_PELLUCIDA ADAM2 ADAM20 ADAM21 ADAM30 B4GALT1 OVGP1 SPAM1 ZP1 ZP2 ZP3 ZP4 REACTOME_INTERCONVERSION_OF_NUCLEOTIDE_DI_AND_TRIPHOSPHATES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERCONVERSION_OF_NUCLEOTIDE_DI_AND_TRIPHOSPHATES AK1 AK2 AK4 AK5 AK6 AK7 AK8 AK9 CMPK1 CTPS1 CTPS2 DCTD DCTPP1 DTYMK DUT GLRX GSR GUK1 NME1 NME2 NME3 NME4 NUDT13 RRM1 RRM2 RRM2B TXN TXNRD1 TYMS REACTOME_INTERFERON_ALPHA_BETA_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERFERON_ALPHA_BETA_SIGNALING ABCE1 ADAR BST2 EGR1 EIF2AK2 GBP2 HLA-A HLA-B HLA-C HLA-E HLA-F HLA-G HLA-H IFI27 IFI35 IFI6 IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 IFITM2 IFITM3 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR1 IFNAR2 IFNB1 IP6K2 IRF1 IRF2 IRF3 IRF4 IRF5 IRF6 IRF7 IRF8 IRF9 ISG15 ISG20 JAK1 KPNA1 KPNB1 MX1 MX2 OAS1 OAS2 OAS3 OASL PSMB8 PTPN1 PTPN11 PTPN6 RNASEL RPS27A RSAD2 SAMHD1 SOCS1 SOCS3 STAT1 STAT2 TYK2 UBA52 UBB UBC USP18 XAF1 REACTOME_INTERFERON_GAMMA_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERFERON_GAMMA_SIGNALING B2M CAMK2A CAMK2B CAMK2D CAMK2G CD44 CIITA FCGR1A FCGR1BP GBP1 GBP2 GBP3 GBP4 GBP5 GBP6 GBP7 HLA-A HLA-B HLA-C HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G HLA-H ICAM1 IFI30 IFNG IFNGR1 IFNGR2 IRF1 IRF2 IRF3 IRF4 IRF5 IRF6 IRF7 IRF8 IRF9 JAK1 JAK2 MAPK1 MAPK3 MID1 MT2A NCAM1 OAS1 OAS2 OAS3 OASL PIAS1 PML PRKCD PTAFR PTPN1 PTPN11 PTPN2 PTPN6 RAF1 SMAD7 SOCS1 SOCS3 SP100 STAT1 SUMO1 TRIM10 TRIM14 TRIM17 TRIM2 TRIM21 TRIM22 TRIM25 TRIM26 TRIM29 TRIM3 TRIM31 TRIM34 TRIM35 TRIM38 TRIM45 TRIM46 TRIM48 TRIM5 TRIM6 TRIM62 TRIM68 TRIM8 VCAM1 YBX1 REACTOME_INTERFERON_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERFERON_SIGNALING AAAS ABCE1 ADAR ARIH1 B2M BECN1 BST2 CAMK2A CAMK2B CAMK2D CAMK2G CD44 CDK1 CENPS CENPX CHUK CIITA DHX9 DNAJC3 DUS2 EGR1 EIF2AK2 EIF2S1 EIF2S2 EIF2S3 EIF4A1 EIF4A2 EIF4A3 EIF4E EIF4E2 EIF4E3 EIF4G1 EIF4G2 EIF4G3 FAAP100 FAAP20 FAAP24 FANCA FANCB FANCC FANCE FANCF FANCG FANCL FANCM FCGR1A FCGR1BP FLNA FLNB GBP1 GBP2 GBP3 GBP4 GBP5 GBP6 GBP7 HERC5 HLA-A HLA-B HLA-C HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G HLA-H HSPA1A HSPA1B HSPA1L HSPA2 HSPA8 ICAM1 IFI27 IFI30 IFI35 IFI6 IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 IFITM2 IFITM3 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR1 IFNAR2 IFNB1 IFNG IFNGR1 IFNGR2 IKBKB IKBKG ILF2 ILF3 IP6K2 IRF1 IRF2 IRF3 IRF4 IRF5 IRF6 IRF7 IRF8 IRF9 ISG15 ISG20 JAK1 JAK2 KPNA1 KPNA2 KPNA3 KPNA4 KPNA5 KPNA7 KPNB1 MAP2K6 MAPK1 MAPK3 MAPT MAVS MID1 MT2A MX1 MX2 NCAM1 NCK1 NDC1 NEDD4 NPM1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 OAS1 OAS2 OAS3 OASL PDE12 PIAS1 PIN1 PLCG1 PML POM121 POM121C PPM1B PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PRKCD PRKRA PSMB8 PTAFR PTPN1 PTPN11 PTPN2 PTPN6 RAE1 RAF1 RANBP2 RIGI RNASEL RPS27A RSAD2 SAMHD1 SEC13 SEH1L SMAD7 SNCA SOCS1 SOCS3 SP100 SPHK1 STAT1 STAT2 STAT3 SUMO1 TARBP2 TP53 TPR TRIM10 TRIM14 TRIM17 TRIM2 TRIM21 TRIM22 TRIM25 TRIM26 TRIM29 TRIM3 TRIM31 TRIM34 TRIM35 TRIM38 TRIM45 TRIM46 TRIM48 TRIM5 TRIM6 TRIM62 TRIM68 TRIM8 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B TYK2 UBA52 UBA7 UBB UBC UBE2E1 UBE2I UBE2L6 UBE2N USP18 USP41 VCAM1 XAF1 YBX1 REACTOME_INTERLEUKIN_10_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERLEUKIN_10_SIGNALING CCL19 CCL2 CCL20 CCL22 CCL3 CCL3L1 CCL3L3 CCL4 CCL5 CCR1 CCR2 CCR5 CD80 CD86 CSF1 CSF2 CSF3 CXCL1 CXCL10 CXCL2 CXCL8 FCER2 FPR1 ICAM1 IL10 IL10RA IL10RB IL12A IL12B IL18 IL1A IL1B IL1R1 IL1R2 IL1RN IL6 JAK1 LIF PTAFR PTGS2 STAT3 TIMP1 TNF TNFRSF1A TNFRSF1B TYK2 REACTOME_INTERLEUKIN_12_FAMILY_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERLEUKIN_12_FAMILY_SIGNALING AIP ANXA2 ARF1 BOLA2 BOLA2B CA1 CANX CAPZA1 CDC42 CFL1 CNN2 CRLF1 EBI3 GSTA2 GSTO1 HNRNPA2B1 HNRNPDL HNRNPF HSPA9 IFNG IL10 IL12A IL12B IL12RB1 IL12RB2 IL23A IL23R IL27 IL27RA IL6ST JAK1 JAK2 LCP1 LMNB1 MIF MSN MTAP P4HB PAK2 PDCD4 PITPNA PPIA PSME2 RALA RAP1B RPLP0 SERPINB2 SNRPA1 SOD1 SOD2 STAT1 STAT3 STAT4 TALDO1 TCP1 TYK2 VAMP7 REACTOME_INTERLEUKIN_12_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERLEUKIN_12_SIGNALING AIP ANXA2 ARF1 BOLA2 BOLA2B CA1 CAPZA1 CDC42 CFL1 CNN2 GSTA2 GSTO1 HNRNPA2B1 HNRNPDL HNRNPF HSPA9 IFNG IL10 IL12A IL12B IL12RB1 IL12RB2 JAK1 JAK2 LCP1 LMNB1 MIF MSN MTAP P4HB PAK2 PDCD4 PITPNA PPIA PSME2 RALA RAP1B RPLP0 SERPINB2 SNRPA1 SOD1 SOD2 STAT4 TALDO1 TCP1 TYK2 VAMP7 REACTOME_INTERLEUKIN_15_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERLEUKIN_15_SIGNALING GAB2 GRB2 IL15 IL15RA IL2RB IL2RG JAK1 JAK3 SHC1 SOS1 SOS2 STAT3 STAT5A STAT5B REACTOME_INTERLEUKIN_17_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERLEUKIN_17_SIGNALING ATF1 ATF2 BTRC CHUK CREB1 CUL1 DUSP3 DUSP4 DUSP6 DUSP7 ELK1 FBXW11 FOS IKBKB IKBKG IL17A IL17C IL17F IL17RA IL17RB IL17RC IL17RE IL25 IRAK1 IRAK2 JUN MAP2K1 MAP2K3 MAP2K4 MAP2K6 MAP2K7 MAP3K7 MAP3K8 MAPK1 MAPK10 MAPK11 MAPK14 MAPK3 MAPK7 MAPK8 MAPK9 MAPKAPK2 MAPKAPK3 MEF2A MEF2C NFKB1 NOD1 NOD2 PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5D RIPK2 RPS27A RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA5 SKP1 TAB1 TAB2 TAB3 TNIP2 TRAF6 UBA52 UBB UBC UBE2N UBE2V1 VRK3 REACTOME_INTERLEUKIN_18_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERLEUKIN_18_SIGNALING ALOX5 IL13 IL18 IL18BP IL18R1 IL18RAP IL37 IL4 REACTOME_INTERLEUKIN_1_FAMILY_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERLEUKIN_1_FAMILY_SIGNALING AGER ALOX5 ALPK1 APP BTRC CASP1 CASP8 CHUK CTSG CUL1 FBXW11 GSDMD HMGB1 IKBIP IKBKB IKBKG IL13 IL18 IL18BP IL18R1 IL18RAP IL1A IL1B IL1F10 IL1R1 IL1R2 IL1RAP IL1RAPL1 IL1RL1 IL1RL2 IL1RN IL33 IL36A IL36B IL36G IL36RN IL37 IL4 IRAK1 IRAK2 IRAK3 IRAK4 LRRC14 MAP2K1 MAP2K4 MAP2K6 MAP3K3 MAP3K7 MAP3K8 MAPK8 MYD88 N4BP1 NFKB1 NFKB2 NFKBIA NFKBIB NKIRAS1 NKIRAS2 NLRC5 NLRX1 NOD1 NOD2 PELI1 PELI2 PELI3 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTPN11 PTPN12 PTPN13 PTPN14 PTPN18 PTPN2 PTPN20 PTPN23 PTPN4 PTPN5 PTPN6 PTPN7 PTPN9 RBX1 RELA RIPK2 RPS27A S100A12 S100B SAA1 SEM1 SIGIRR SKP1 SMAD3 SQSTM1 STAT3 TAB1 TAB2 TAB3 TBK1 TIFA TNIP2 TOLLIP TP53 TRAF2 TRAF6 UBA52 UBB UBC UBE2N UBE2V1 USP14 USP18 REACTOME_INTERLEUKIN_1_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERLEUKIN_1_PROCESSING CASP1 CTSG GSDMD IL18 IL1A IL1B NFKB1 NFKB2 RELA REACTOME_INTERLEUKIN_1_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERLEUKIN_1_SIGNALING AGER ALPK1 APP BTRC CASP8 CHUK CUL1 FBXW11 HMGB1 IKBIP IKBKB IKBKG IL1A IL1B IL1R1 IL1R2 IL1RAP IL1RN IRAK1 IRAK2 IRAK3 IRAK4 LRRC14 MAP2K1 MAP2K4 MAP2K6 MAP3K3 MAP3K7 MAP3K8 MYD88 N4BP1 NFKB1 NFKB2 NFKBIA NFKBIB NKIRAS1 NKIRAS2 NLRC5 NLRX1 NOD1 NOD2 PELI1 PELI2 PELI3 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RBX1 RELA RIPK2 RPS27A S100A12 S100B SAA1 SEM1 SKP1 SQSTM1 TAB1 TAB2 TAB3 TIFA TNIP2 TOLLIP TP53 TRAF2 TRAF6 UBA52 UBB UBC UBE2N UBE2V1 USP14 USP18 REACTOME_INTERLEUKIN_20_FAMILY_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERLEUKIN_20_FAMILY_SIGNALING IFNL1 IFNL2 IFNL3 IFNLR1 IL10RB IL19 IL20 IL20RA IL20RB IL22 IL22RA1 IL22RA2 IL24 IL26 JAK1 JAK2 JAK3 PTPN11 SOCS3 STAT1 STAT2 STAT3 STAT4 STAT5A STAT5B TYK2 REACTOME_INTERLEUKIN_21_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERLEUKIN_21_SIGNALING IL21 IL21R IL2RG JAK1 JAK3 STAT1 STAT3 STAT4 STAT5A STAT5B REACTOME_INTERLEUKIN_23_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERLEUKIN_23_SIGNALING IL12B IL12RB1 IL23A IL23R JAK2 P4HB STAT3 STAT4 TYK2 REACTOME_INTERLEUKIN_27_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERLEUKIN_27_SIGNALING CANX CRLF1 EBI3 IL27 IL27RA IL6ST JAK1 JAK2 STAT1 STAT3 TYK2 REACTOME_INTERLEUKIN_2_FAMILY_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERLEUKIN_2_FAMILY_SIGNALING CSF2 CSF2RA CSF2RB GAB2 GRB2 HAVCR2 IL15 IL15RA IL2 IL21 IL21R IL2RA IL2RB IL2RG IL3 IL3RA IL5 IL5RA IL9 IL9R INPP5D INPPL1 JAK1 JAK2 JAK3 LCK LGALS9 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PTK2B PTPN6 SHC1 SOS1 SOS2 STAT1 STAT3 STAT4 STAT5A STAT5B SYK REACTOME_INTERLEUKIN_2_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERLEUKIN_2_SIGNALING IL2 IL2RA IL2RB IL2RG JAK1 JAK3 LCK PTK2B SHC1 STAT5A STAT5B SYK REACTOME_INTERLEUKIN_35_SIGNALLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERLEUKIN_35_SIGNALLING CANX EBI3 IL12A IL12RB2 IL27RA IL6ST JAK1 JAK2 STAT1 STAT3 STAT4 TYK2 REACTOME_INTERLEUKIN_36_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERLEUKIN_36_PATHWAY IL1F10 IL1RAP IL1RL2 IL36A IL36B IL36G IL36RN REACTOME_INTERLEUKIN_37_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERLEUKIN_37_SIGNALING CASP1 IL18BP IL18R1 IL37 PTPN11 PTPN12 PTPN13 PTPN14 PTPN18 PTPN2 PTPN20 PTPN23 PTPN4 PTPN5 PTPN6 PTPN7 PTPN9 SIGIRR SMAD3 STAT3 TBK1 REACTOME_INTERLEUKIN_3_INTERLEUKIN_5_AND_GM_CSF_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERLEUKIN_3_INTERLEUKIN_5_AND_GM_CSF_SIGNALING BLNK CBL CRK CRKL CSF2 CSF2RA CSF2RB FYN GAB2 GRB2 HCK IL2 IL2RA IL2RB IL2RG IL3 IL3RA IL5 IL5RA INPP5D INPPL1 JAK1 JAK2 JAK3 LYN PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PRKACA PTPN11 PTPN6 RAPGEF1 RPS27A SHC1 SOS1 STAT5A STAT5B SYK TEC UBA52 UBB UBC VAV1 YES1 YWHAZ REACTOME_INTERLEUKIN_4_AND_INTERLEUKIN_13_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERLEUKIN_4_AND_INTERLEUKIN_13_SIGNALING AKT1 ALOX15 ALOX5 ANXA1 BATF BCL2 BCL2L1 BCL6 BIRC5 CCL11 CCL2 CCL22 CCND1 CD36 CDKN1A CEBPD COL1A2 CXCL8 F13A1 FASLG FCER2 FGF2 FN1 FOS FOXO1 FOXO3 FSCN1 GATA3 HGF HIF1A HMOX1 HSP90AA1 HSP90B1 HSPA8 ICAM1 IGHE IGHG1 IGHG4 IL10 IL12A IL12B IL13 IL13RA1 IL13RA2 IL17A IL17F IL18 IL1A IL1B IL23A IL23R IL2RG IL4 IL4R IL6 IL6R IRF4 ITGAM ITGAX ITGB1 ITGB2 JAK1 JAK2 JAK3 JUNB LAMA5 LBP LCN2 LIF MAOA MCL1 MMP1 MMP2 MMP3 MMP9 MUC1 MYC NANOG NDN NOS2 OPRD1 OPRM1 OSM PIK3R1 PIM1 POMC POU2F1 PTGS2 RHOU RORA RORC S1PR1 SAA1 SOCS1 SOCS3 SOCS5 SOX2 STAT1 STAT3 STAT6 TGFB1 TIMP1 TNF TNFRSF1B TP53 TWIST1 TYK2 VCAM1 VEGFA VIM ZEB1 REACTOME_INTERLEUKIN_6_FAMILY_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERLEUKIN_6_FAMILY_SIGNALING CBL CLCF1 CNTF CNTFR CRLF1 CTF1 IL11 IL11RA IL31 IL31RA IL6 IL6R IL6ST JAK1 JAK2 LIF LIFR OSM OSMR PTPN11 SOCS3 STAT1 STAT3 TYK2 REACTOME_INTERLEUKIN_6_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERLEUKIN_6_SIGNALING CBL IL6 IL6R IL6ST JAK1 JAK2 PTPN11 SOCS3 STAT1 STAT3 TYK2 REACTOME_INTERLEUKIN_7_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERLEUKIN_7_SIGNALING BRWD1 CISH CRLF2 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 HGF IL2RG IL7 IL7R IRS1 IRS2 JAK1 JAK3 PIK3R1 PIK3R2 PIK3R3 RAG1 RAG2 SMARCA4 SOCS1 SOCS2 STAT3 STAT5A STAT5B TSLP REACTOME_INTERLEUKIN_9_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERLEUKIN_9_SIGNALING IL2RG IL9 IL9R JAK1 JAK3 STAT1 STAT3 STAT5A STAT5B REACTOME_INTERLEUKIN_RECEPTOR_SHC_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERLEUKIN_RECEPTOR_SHC_SIGNALING CSF2 CSF2RA CSF2RB GAB2 GRB2 IL2 IL2RA IL2RB IL2RG IL3 IL3RA IL5 IL5RA INPP5D INPPL1 JAK1 JAK2 JAK3 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PTPN6 SHC1 SOS1 REACTOME_INTESTINAL_ABSORPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTESTINAL_ABSORPTION NPC1L1 RSC1A1 SLC2A2 SLC2A5 SLC5A1 REACTOME_INTRACELLULAR_SIGNALING_BY_SECOND_MESSENGERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTRACELLULAR_SIGNALING_BY_SECOND_MESSENGERS ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 AGO1 AGO2 AGO3 AGO4 AHCYL1 AKT1 AKT1S1 AKT2 AKT3 AREG ATF2 ATN1 BAD BMI1 BTC CALM1 CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 CAMKK1 CAMKK2 CASP9 CBX2 CBX4 CBX6 CBX8 CD19 CD28 CD80 CD86 CDKN1A CDKN1B CHD3 CHD4 CHUK CREB1 CSNK2A1 CSNK2A2 CSNK2B EED EGF EGFR EGR1 EPGN ERBB2 ERBB3 ERBB4 EREG ESR1 ESR2 EZH2 FGF1 FGF10 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFR4 FLT3 FLT3LG FOXO1 FOXO3 FOXO4 FOXO6 FRK FRS2 FYN GAB1 GAB2 GATAD2A GATAD2B GRB2 GRK2 GSK3A GSK3B HBEGF HDAC1 HDAC2 HDAC3 HDAC5 HDAC7 HGF ICOS IER3 IL1RAP IL1RL1 IL33 INS INSR IRAK1 IRAK4 IRS1 IRS2 ITPR1 ITPR2 ITPR3 JUN KDM1A KIT KITLG KL KLB KPNA2 LAMTOR1 LAMTOR2 LAMTOR3 LAMTOR4 LAMTOR5 LCK MAF1 MAPK1 MAPK3 MAPKAP1 MBD3 MDM2 MECOM MET MKRN1 MLST8 MOV10 MTA1 MTA2 MTA3 MTOR MYD88 NBEA NEDD4 NR2E1 NR4A1 NRG1 NRG2 NRG3 NRG4 OTUD3 PDE1A PDE1B PDE1C PDGFA PDGFB PDGFRA PDGFRB PDPK1 PHC1 PHC2 PHC3 PHLPP1 PHLPP2 PIK3AP1 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PIP4K2A PIP4K2B PIP4K2C PIP5K1A PIP5K1B PIP5K1C PLCG1 PML PPARG PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PREX2 PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCA PRKCD PRKCE PRKCG PRKX PRR5 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTEN PTPN11 RAC1 RAC2 RBBP4 RBBP7 RCOR1 REST RHEB RHOG RICTOR RING1 RNF146 RNF2 RPS27A RPS6KB2 RPTOR RRAGA RRAGB RRAGC RRAGD SALL4 SCMH1 SEM1 SGK1 SLC38A9 SNAI1 SNAI2 SRC STRN STUB1 SUZ12 TGFA THEM4 TNKS TNKS2 TNRC6A TNRC6B TNRC6C TP53 TRAF6 TRAT1 TRIB3 TRIM27 TSC2 UBA52 UBB UBC USP13 USP7 VAV1 WWP2 XIAP REACTOME_INTRAFLAGELLAR_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTRAFLAGELLAR_TRANSPORT CLUAP1 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLL1 DYNLL2 DYNLRB1 DYNLRB2 DYNLT2 DYNLT2B DYNLT5 IFT122 IFT140 IFT172 IFT20 IFT22 IFT25 IFT27 IFT43 IFT46 IFT52 IFT57 IFT74 IFT80 IFT81 IFT88 KIF17 KIF3A KIF3B KIF3C KIFAP3 TNPO1 TRAF3IP1 TRIP11 TTC21B TTC26 TTC30A TTC30B TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA4A TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 WDR19 WDR35 REACTOME_INTRA_GOLGI_AND_RETROGRADE_GOLGI_TO_ER_TRAFFIC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTRA_GOLGI_AND_RETROGRADE_GOLGI_TO_ER_TRAFFIC ACTR10 ACTR1A AGPAT3 ALPP ARCN1 ARF1 ARF3 ARF4 ARF5 ARFGAP1 ARFGAP2 ARFGAP3 ARFIP2 ARFRP1 ARL1 BET1L BICD1 BICD2 BNIP1 CAPZA1 CAPZA2 CAPZA3 CAPZB CENPE COG1 COG2 COG3 COG4 COG5 COG6 COG7 COG8 COPA COPB1 COPB2 COPE COPG1 COPG2 COPZ1 COPZ2 CUX1 CYTH1 CYTH2 CYTH3 CYTH4 DCTN1 DCTN2 DCTN3 DCTN4 DCTN5 DCTN6 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 GALNT1 GALNT2 GBF1 GCC1 GCC2 GOLGA1 GOLGA4 GOLGA5 GOLIM4 GOSR1 GOSR2 IGF2R KDELR1 KDELR2 KDELR3 KIF11 KIF12 KIF13B KIF15 KIF16B KIF18A KIF18B KIF19 KIF1A KIF1B KIF1C KIF20A KIF20B KIF21A KIF21B KIF22 KIF23 KIF25 KIF26A KIF26B KIF27 KIF2A KIF2B KIF2C KIF3A KIF3B KIF3C KIF4A KIF4B KIF5A KIF5B KIF6 KIF9 KIFAP3 KIFC1 KIFC2 KLC1 KLC2 KLC3 KLC4 M6PR MAN1A1 MAN1A2 MAN1C1 MAN2A1 MAN2A2 NAA30 NAA35 NAA38 NAPA NAPB NAPG NBAS NSF PAFAH1B1 PAFAH1B2 PAFAH1B3 PLA2G4A PLA2G6 PLIN3 RAB18 RAB1A RAB1B RAB30 RAB33B RAB36 RAB39A RAB3GAP1 RAB3GAP2 RAB41 RAB43 RAB6A RAB6B RAB9A RAB9B RABEPK RACGAP1 RGP1 RHOBTB3 RIC1 RINT1 SCOC SEC22B SNAP29 STX10 STX16 STX18 STX5 STX6 SURF4 SYS1 TGOLN2 TMED10 TMED2 TMED3 TMED7 TMED9 TMF1 TRIP11 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B USE1 USP6NL VAMP3 VAMP4 VPS45 VPS51 VPS52 VPS53 VPS54 VTI1A YKT6 ZW10 REACTOME_INTRA_GOLGI_TRAFFIC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTRA_GOLGI_TRAFFIC ALPP ARF1 BET1L COG1 COG2 COG3 COG4 COG5 COG6 COG7 COG8 CUX1 CYTH1 CYTH2 CYTH3 CYTH4 GOLGA5 GOLIM4 GOSR1 GOSR2 MAN1A1 MAN1A2 MAN1C1 MAN2A1 MAN2A2 NAPA NAPB NAPG NSF RAB30 RAB33B RAB36 RAB39A RAB41 RGP1 RIC1 SNAP29 STX16 STX5 STX6 TRIP11 VPS45 VTI1A YKT6 REACTOME_INTRINSIC_PATHWAY_FOR_APOPTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTRINSIC_PATHWAY_FOR_APOPTOSIS AKT1 AKT2 AKT3 APAF1 APIP AVEN BAD BAK1 BAX BBC3 BCL2 BCL2L1 BCL2L11 BID BMF C1QBP CARD8 CASP3 CASP7 CASP8 CASP9 CDKN2A CYCS DIABLO DYNLL1 DYNLL2 E2F1 GSDMD GSDME GZMB MAPK1 MAPK3 MAPK8 NMT1 PMAIP1 PPP1R13B PPP3CC PPP3R1 SEPTIN4 SFN STAT3 TFDP1 TFDP2 TP53 TP53BP2 TP63 TP73 UACA XIAP YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ REACTOME_INTRINSIC_PATHWAY_OF_FIBRIN_CLOT_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTRINSIC_PATHWAY_OF_FIBRIN_CLOT_FORMATION A2M C1QBP F10 F11 F12 F2 F8 F9 GP1BA GP1BB GP5 GP9 KLKB1 KNG1 PRCP PROC PROS1 SERPINA5 SERPINC1 SERPIND1 SERPINE2 SERPING1 VWF REACTOME_INWARDLY_RECTIFYING_K_CHANNELS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INWARDLY_RECTIFYING_K_CHANNELS ABCC8 ABCC9 GABBR1 GABBR2 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 KCNJ1 KCNJ10 KCNJ11 KCNJ12 KCNJ14 KCNJ15 KCNJ16 KCNJ2 KCNJ3 KCNJ4 KCNJ5 KCNJ6 KCNJ8 KCNJ9 REACTOME_IONOTROPIC_ACTIVITY_OF_KAINATE_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_IONOTROPIC_ACTIVITY_OF_KAINATE_RECEPTORS CALM1 DLG1 DLG3 DLG4 GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 NCALD REACTOME_ION_CHANNEL_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ION_CHANNEL_TRANSPORT ANO1 ANO10 ANO2 ANO3 ANO4 ANO5 ANO6 ANO7 ANO8 ANO9 ASIC1 ASIC2 ASIC3 ASIC4 ASIC5 ASPH ATP10A ATP10B ATP10D ATP11A ATP11B ATP11C ATP12A ATP13A1 ATP13A2 ATP13A4 ATP13A5 ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP1B1 ATP1B2 ATP1B3 ATP2A1 ATP2A2 ATP2A3 ATP2B1 ATP2B2 ATP2B3 ATP2B4 ATP2C1 ATP2C2 ATP4A ATP4B ATP6AP1 ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1C2 ATP6V1D ATP6V1E1 ATP6V1E2 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1G3 ATP6V1H ATP7A ATP7B ATP8A1 ATP8A2 ATP8B1 ATP8B2 ATP8B3 ATP8B4 ATP9A ATP9B BEST1 BEST2 BEST3 BEST4 BSND CALM1 CAMK2A CAMK2B CAMK2D CAMK2G CASQ1 CASQ2 CLCA1 CLCA2 CLCA4 CLCN1 CLCN2 CLCN3 CLCN4 CLCN5 CLCN6 CLCN7 CLCNKA CLCNKB CLIC2 CUTC FKBP1B FXYD1 FXYD2 FXYD3 FXYD4 FXYD6 FXYD7 MCOLN1 MCOLN2 MCOLN3 MLKL NALCN NEDD4L OSTM1 PDZD11 PLN RAF1 RIPK1 RIPK3 RPS27A RYR1 RYR2 RYR3 SCNN1A SCNN1B SCNN1D SCNN1G SGK1 SGK2 SGK3 SLC17A3 SLC9B1 SLC9B2 SLC9C1 SLC9C2 SLN SRI STOM STOML3 TCIRG1 TPCN1 TPCN2 TRDN TRPA1 TRPC1 TRPC3 TRPC4 TRPC4AP TRPC5 TRPC6 TRPC7 TRPM1 TRPM2 TRPM3 TRPM4 TRPM5 TRPM6 TRPM7 TRPM8 TRPV1 TRPV2 TRPV3 TRPV4 TRPV5 TRPV6 TSC22D3 TTYH1 TTYH2 TTYH3 UBA52 UBB UBC UNC79 UNC80 WNK1 WNK2 WNK3 WNK4 WWP1 REACTOME_ION_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ION_HOMEOSTASIS ABCC9 AHCYL1 ASPH ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP1B1 ATP1B2 ATP1B3 ATP2A1 ATP2A2 ATP2A3 ATP2B1 ATP2B2 ATP2B3 ATP2B4 CALM1 CAMK2A CAMK2B CAMK2D CAMK2G CASQ1 CASQ2 CLIC2 DMPK FKBP1B FXYD1 FXYD2 FXYD3 FXYD4 FXYD6 FXYD7 ITPR1 ITPR2 ITPR3 KCNJ11 NOS1 ORAI1 ORAI2 PLN PRKACA RYR1 RYR2 RYR3 SLC8A1 SLC8A2 SLC8A3 SLN SRI STIM1 TNNI3 TRDN TRPC1 REACTOME_ION_TRANSPORT_BY_P_TYPE_ATPASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ION_TRANSPORT_BY_P_TYPE_ATPASES ATP10A ATP10B ATP10D ATP11A ATP11B ATP11C ATP12A ATP13A1 ATP13A2 ATP13A4 ATP13A5 ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP1B1 ATP1B2 ATP1B3 ATP2A1 ATP2A2 ATP2A3 ATP2B1 ATP2B2 ATP2B3 ATP2B4 ATP2C1 ATP2C2 ATP4A ATP4B ATP7A ATP7B ATP8A1 ATP8A2 ATP8B1 ATP8B2 ATP8B3 ATP8B4 ATP9A ATP9B CALM1 CAMK2A CAMK2B CAMK2D CAMK2G CUTC FXYD1 FXYD2 FXYD3 FXYD4 FXYD6 FXYD7 PDZD11 PLN SLN SRI REACTOME_IRAK1_RECRUITS_IKK_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_IRAK1_RECRUITS_IKK_COMPLEX CHUK IKBKB IKBKG IRAK1 PELI1 PELI2 PELI3 RPS27A TRAF6 UBA52 UBB UBC UBE2N UBE2V1 REACTOME_IRAK2_MEDIATED_ACTIVATION_OF_TAK1_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_IRAK2_MEDIATED_ACTIVATION_OF_TAK1_COMPLEX IRAK2 MAP3K7 RPS27A TAB1 TAB2 TAB3 TRAF6 UBA52 UBB UBC REACTOME_IRAK4_DEFICIENCY_TLR2_4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_IRAK4_DEFICIENCY_TLR2_4 BTK CD14 CD36 FGA FGB FGG HMGB1 IRAK4 LY96 MYD88 S100A1 S100A8 S100A9 TIRAP TLR1 TLR2 TLR4 TLR6 REACTOME_IRE1ALPHA_ACTIVATES_CHAPERONES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_IRE1ALPHA_ACTIVATES_CHAPERONES ACADVL ADD1 ARFGAP1 ATP6V0D1 CTDSP2 CUL7 CXXC1 DCTN1 DDX11 DNAJB11 DNAJB9 DNAJC3 EDEM1 ERN1 EXTL1 EXTL2 EXTL3 FKBP14 GFPT1 GOSR2 GSK3A HDGF HSPA5 HYOU1 KDELR3 KLHDC3 LMNA MYDGF PDIA5 PDIA6 PLA2G4B PPP2R5B PREB SEC31A SERP1 SHC1 SRPRA SRPRB SSR1 SULT1A3 SYVN1 TATDN2 TLN1 TPP1 TSPYL2 WFS1 WIPI1 XBP1 YIF1A ZBTB17 REACTOME_IRF3_MEDIATED_ACTIVATION_OF_TYPE_1_IFN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_IRF3_MEDIATED_ACTIVATION_OF_TYPE_1_IFN DTX4 IRF3 NLRP4 TBK1 ZBP1 REACTOME_IRF3_MEDIATED_INDUCTION_OF_TYPE_I_IFN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_IRF3_MEDIATED_INDUCTION_OF_TYPE_I_IFN DDX41 DTX4 IFI16 IRF3 MRE11 NLRC3 NLRP4 PRKDC STING1 TBK1 TREX1 XRCC5 XRCC6 REACTOME_IRON_UPTAKE_AND_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_IRON_UPTAKE_AND_TRANSPORT ABCG2 ACO1 ATP6AP1 ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1C2 ATP6V1D ATP6V1E1 ATP6V1E2 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1G3 ATP6V1H CAND1 CP CUL1 CYBRD1 FBXL5 FLVCR1 FTH1 FTL FTMT GLRX3 HEPH HFE HMOX1 HMOX2 IREB2 LCN2 MCOLN1 NEDD8 RPS27A SKP1 SLC11A2 SLC22A17 SLC40A1 SLC46A1 STEAP2 STEAP3 TCIRG1 TF TFR2 TFRC UBA52 UBB UBC REACTOME_IRS_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_IRS_ACTIVATION GRB10 INS INSR IRS1 IRS2 REACTOME_IRS_MEDIATED_SIGNALLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_IRS_MEDIATED_SIGNALLING AKT2 FGF1 FGF10 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFR4 FLT3 FLT3LG FRS2 GAB1 GAB2 GRB2 HRAS IRS1 IRS2 KL KLB KRAS NRAS PDE3B PDPK1 PIK3C3 PIK3CA PIK3CB PIK3R1 PIK3R2 PIK3R4 PTPN11 SOS1 THEM4 TLR9 TRIB3 REACTOME_ISG15_ANTIVIRAL_MECHANISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ISG15_ANTIVIRAL_MECHANISM AAAS ARIH1 BECN1 EIF2AK2 EIF4A1 EIF4A2 EIF4A3 EIF4E EIF4E2 EIF4E3 EIF4G1 EIF4G2 EIF4G3 FLNB HERC5 IFIT1 IRF3 ISG15 JAK1 KPNA1 KPNA2 KPNA3 KPNA4 KPNA5 KPNA7 KPNB1 MAPK3 MX1 MX2 NDC1 NEDD4 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 PIN1 PLCG1 POM121 POM121C PPM1B RAE1 RANBP2 RIGI RPS27A SEC13 SEH1L STAT1 TPR TRIM25 UBA52 UBA7 UBB UBC UBE2E1 UBE2L6 UBE2N USP18 USP41 REACTOME_JNK_C_JUN_KINASES_PHOSPHORYLATION_AND_ACTIVATION_MEDIATED_BY_ACTIVATED_HUMAN_TAK1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_JNK_C_JUN_KINASES_PHOSPHORYLATION_AND_ACTIVATION_MEDIATED_BY_ACTIVATED_HUMAN_TAK1 IKBKG IRAK1 IRAK2 MAP2K4 MAP2K7 MAP3K7 MAPK10 MAPK8 MAPK9 NOD1 NOD2 RIPK2 RPS27A TAB1 TAB2 TAB3 TRAF6 UBA52 UBB UBC UBE2N UBE2V1 REACTOME_JOSEPHIN_DOMAIN_DUBS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_JOSEPHIN_DOMAIN_DUBS ATXN3 ATXN3L JOSD1 JOSD2 PRKN RAD23A RAD23B RPS27A UBA52 UBB UBC VCP REACTOME_KEAP1_NFE2L2_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_KEAP1_NFE2L2_PATHWAY ABCC1 ABCC3 ABCF2 ABCG2 AKT1 AKT2 AKT3 AMER1 AREG ATF4 BACH1 BCL2 BCL2L1 BRCA1 BTRC CCL2 CDKN1A CDKN2A CREBBP CSNK2A1 CSNK2A2 CSNK2B CUL1 CUL3 DPP3 EGF EIF2AK3 EP300 FBXL17 G6PD GCLC GCLM GSK3B GSR GSTA1 GSTA3 HMOX1 IDH1 KEAP1 MAFG MAFK MAP1LC3B ME1 MUL1 MYC NFE2L2 NFKB1 NOTCH1 NPLOC4 NQO1 PALB2 PDGFA PGD PRDX1 PRKAA2 PRKCD PRKCI PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RBX1 RELA RPS27A SEM1 SESN1 SESN2 SKP1 SKP2 SLC7A11 SOD3 SP1 SQSTM1 SRXN1 TALDO1 TKT TRIM21 TXN TXNRD1 UBA52 UBB UBC UBXN7 UFD1 VCP REACTOME_KERATAN_SULFATE_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_KERATAN_SULFATE_BIOSYNTHESIS ACAN B3GNT2 B3GNT3 B3GNT4 B3GNT7 B4GALT1 B4GALT2 B4GALT3 B4GALT4 B4GALT5 B4GALT6 B4GAT1 CHST1 CHST2 CHST5 CHST6 FMOD KERA LUM OGN OMD PRELP SLC35D2 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST3GAL6 REACTOME_KERATAN_SULFATE_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_KERATAN_SULFATE_DEGRADATION ACAN FMOD GALNS GLB1 GLB1L GLB1L2 GLB1L3 GNS HEXA HEXB KERA LUM OGN OMD PRELP REACTOME_KERATAN_SULFATE_KERATIN_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_KERATAN_SULFATE_KERATIN_METABOLISM ACAN B3GNT2 B3GNT3 B3GNT4 B3GNT7 B4GALT1 B4GALT2 B4GALT3 B4GALT4 B4GALT5 B4GALT6 B4GAT1 CHST1 CHST2 CHST5 CHST6 FMOD GALNS GLB1 GLB1L GLB1L2 GLB1L3 GNS HEXA HEXB KERA LUM OGN OMD PRELP SLC35D2 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST3GAL6 REACTOME_KERATINIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_KERATINIZATION CAPN1 CAPNS1 CASP14 CDSN CELA2A CSTA DSC1 DSC2 DSC3 DSG1 DSG2 DSG3 DSG4 DSP EVPL FLG FURIN IVL JUP KAZN KLK12 KLK13 KLK14 KLK5 KLK8 KRT1 KRT10 KRT12 KRT13 KRT14 KRT15 KRT16 KRT17 KRT18 KRT19 KRT2 KRT20 KRT23 KRT24 KRT25 KRT26 KRT27 KRT28 KRT3 KRT31 KRT32 KRT33A KRT33B KRT34 KRT35 KRT36 KRT37 KRT38 KRT39 KRT4 KRT40 KRT5 KRT6A KRT6B KRT6C KRT7 KRT71 KRT72 KRT73 KRT74 KRT75 KRT76 KRT77 KRT78 KRT79 KRT8 KRT80 KRT81 KRT82 KRT83 KRT84 KRT85 KRT86 KRT9 KRTAP1-1 KRTAP1-3 KRTAP1-4 KRTAP1-5 KRTAP10-1 KRTAP10-10 KRTAP10-11 KRTAP10-12 KRTAP10-2 KRTAP10-3 KRTAP10-4 KRTAP10-5 KRTAP10-6 KRTAP10-7 KRTAP10-8 KRTAP10-9 KRTAP11-1 KRTAP12-1 KRTAP12-2 KRTAP12-3 KRTAP12-4 KRTAP13-1 KRTAP13-2 KRTAP13-3 KRTAP13-4 KRTAP15-1 KRTAP16-1 KRTAP17-1 KRTAP19-1 KRTAP19-2 KRTAP19-3 KRTAP19-4 KRTAP19-5 KRTAP19-6 KRTAP19-7 KRTAP19-8 KRTAP2-1 KRTAP2-2 KRTAP2-3 KRTAP2-4 KRTAP20-1 KRTAP20-2 KRTAP21-1 KRTAP21-2 KRTAP21-3 KRTAP22-1 KRTAP23-1 KRTAP24-1 KRTAP25-1 KRTAP26-1 KRTAP27-1 KRTAP29-1 KRTAP3-1 KRTAP3-2 KRTAP3-3 KRTAP4-1 KRTAP4-11 KRTAP4-2 KRTAP4-3 KRTAP4-4 KRTAP4-5 KRTAP4-6 KRTAP4-7 KRTAP4-8 KRTAP4-9 KRTAP5-1 KRTAP5-10 KRTAP5-11 KRTAP5-2 KRTAP5-3 KRTAP5-4 KRTAP5-5 KRTAP5-6 KRTAP5-7 KRTAP5-8 KRTAP5-9 KRTAP6-1 KRTAP6-2 KRTAP6-3 KRTAP8-1 KRTAP9-1 KRTAP9-2 KRTAP9-3 KRTAP9-4 KRTAP9-6 KRTAP9-7 KRTAP9-8 KRTAP9-9 LCE1A LCE1B LCE1C LCE1D LCE1E LCE1F LCE2A LCE2B LCE2C LCE2D LCE3A LCE3B LCE3C LCE3D LCE3E LCE4A LCE5A LCE6A LELP1 LIPJ LIPK LIPM LIPN LORICRIN PCSK6 PERP PI3 PKP1 PKP2 PKP3 PKP4 PPL PRSS8 RPTN SPINK5 SPINK6 SPINK9 SPRR1A SPRR1B SPRR2A SPRR2B SPRR2D SPRR2E SPRR2F SPRR2G SPRR3 ST14 TCHH TGM1 TGM5 REACTOME_KETONE_BODY_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_KETONE_BODY_METABOLISM AACS ACAT1 ACSS3 BDH1 BDH2 HMGCL HMGCLL1 HMGCS2 OXCT1 OXCT2 REACTOME_KILLING_MECHANISMS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_KILLING_MECHANISMS CYBA DVL1 DVL2 DVL3 FZD7 JUN MAPK8 NOX1 NOXA1 NOXO1 RAC1 WNT5A REACTOME_KINESINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_KINESINS CENPE KIF11 KIF12 KIF13B KIF15 KIF16B KIF18A KIF18B KIF19 KIF1A KIF1B KIF1C KIF20A KIF20B KIF21A KIF21B KIF22 KIF23 KIF25 KIF26A KIF26B KIF27 KIF2A KIF2B KIF2C KIF3A KIF3B KIF3C KIF4A KIF4B KIF5A KIF5B KIF6 KIF9 KIFAP3 KIFC1 KIFC2 KLC1 KLC2 KLC3 KLC4 RACGAP1 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B REACTOME_KSRP_KHSRP_BINDS_AND_DESTABILIZES_MRNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_KSRP_KHSRP_BINDS_AND_DESTABILIZES_MRNA AKT1 DCP2 DIS3 EXOSC1 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 KHSRP MAPK11 MAPK14 PARN YWHAZ REACTOME_L1CAM_INTERACTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_L1CAM_INTERACTIONS ACTB ACTG1 ALCAM ANK1 ANK2 ANK3 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 CD24 CHL1 CLTA CLTC CNTN1 CNTN2 CNTN6 CNTNAP1 CSNK2A1 CSNK2A2 CSNK2B DCX DLG1 DLG3 DLG4 DNM1 DNM2 DNM3 DPYSL2 EGFR EPHB2 EZR FGFR1 GAP43 HSPA8 ITGA1 ITGA10 ITGA2 ITGA2B ITGA5 ITGA9 ITGAV ITGB1 ITGB3 KCNQ2 KCNQ3 KIF4A KIF4B L1CAM LAMA1 LAMB1 LAMC1 LYPLA2 MAP2K1 MAP2K2 MAPK1 MAPK3 MSN NCAM1 NCAN NFASC NRCAM NRP1 NRP2 NUMB PAK1 RAC1 RANBP9 RDX RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA4 RPS6KA5 RPS6KA6 SCN10A SCN11A SCN1A SCN1B SCN2A SCN2B SCN3A SCN3B SCN4A SCN4B SCN5A SCN7A SCN8A SCN9A SDCBP SH3GL2 SHTN1 SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 SRC TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B VAV2 REACTOME_LAGGING_STRAND_SYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_LAGGING_STRAND_SYNTHESIS DNA2 FEN1 LIG1 PCNA POLA1 POLA2 POLD1 POLD2 POLD3 POLD4 PRIM1 PRIM2 RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 REACTOME_LAMININ_INTERACTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_LAMININ_INTERACTIONS COL18A1 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 COL7A1 HSPG2 ITGA1 ITGA2 ITGA3 ITGA6 ITGA7 ITGAV ITGB1 ITGB4 LAMA1 LAMA2 LAMA3 LAMA4 LAMA5 LAMB1 LAMB2 LAMB3 LAMC1 LAMC2 LAMC3 NID1 NID2 REACTOME_LATE_ENDOSOMAL_MICROAUTOPHAGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_LATE_ENDOSOMAL_MICROAUTOPHAGY ARL13B CETN1 CFTR CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP6 CHMP7 HBB HDAC6 HSPA8 IFT88 MVB12A MVB12B PARK7 PCNT PLIN2 PLIN3 RNASE1 RPS27A TSG101 UBA52 UBAP1 UBB UBC VIM VPS28 VPS37A VPS37B VPS37C VPS37D REACTOME_LATE_SARS_COV_2_INFECTION_EVENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_LATE_SARS_COV_2_INFECTION_EVENTS ACE2 ANO1 ANO10 ANO2 ANO3 ANO4 ANO5 ANO6 ANO7 ANO8 ANO9 CANX CSNK1A1 DAD1 DDOST EDEM2 FURIN FUT8 GALNT1 GANAB GOLGA7 GSK3A GSK3B MAGT1 MAN1B1 MAN2A1 MGAT1 MGAT2 MGAT4A MGAT4B MGAT4C MGAT5 MOGS PARP10 PARP14 PARP16 PARP4 PARP6 PARP8 PARP9 PRKCSH PRMT1 RPN1 RPN2 RPS27A SRPK1 SRPK2 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST6GAL1 ST6GALNAC2 ST6GALNAC3 ST6GALNAC4 STT3A SUMO1 TMPRSS2 TUSC3 UBA52 UBB UBC UBE2I ZDHHC11 ZDHHC2 ZDHHC20 ZDHHC3 ZDHHC5 ZDHHC8 ZDHHC9 REACTOME_LDL_CLEARANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_LDL_CLEARANCE AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 APOB CES3 CLTA CLTC LDLR LDLRAP1 LIPA LSR NCEH1 NPC1 NPC2 PCSK9 SOAT1 SOAT2 REACTOME_LDL_REMODELING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_LDL_REMODELING APOB APOF CETP LPA MTTP P4HB REACTOME_LECTIN_PATHWAY_OF_COMPLEMENT_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_LECTIN_PATHWAY_OF_COMPLEMENT_ACTIVATION COLEC10 COLEC11 FCN1 FCN2 FCN3 MASP1 MASP2 MBL2 REACTOME_LEISHMANIA_INFECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_LEISHMANIA_INFECTION ABI1 ABI2 ABL1 ACTB ACTG1 ACTR2 ACTR3 ADAM17 ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ADORA2B AHCYL1 APP ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 BAIAP2 BRK1 BTK C3 C3AR1 CALM1 CASP1 CD163 CD247 CD3G CDC42 CREB1 CRK CTSG CYBA CYFIP1 CYFIP2 CYSLTR1 CYSLTR2 DOCK1 DPEP1 DPEP2 DPEP3 DVL1 DVL2 DVL3 ELMO1 ELMO2 ENTPD1 ENTPD5 FCGR1A FCGR2A FCGR3A FGR FURIN FYN FZD7 GGT1 GGT5 GNAI1 GNAI2 GNAI3 GNAS GNAT3 GNAZ GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 GRB2 GSDMD HCK HMOX1 HSP90AB1 IGHG1 IGHG2 IGHG4 IGHV1-2 IGHV1-46 IGHV1-69 IGHV2-5 IGHV2-70 IGHV3-11 IGHV3-13 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-48 IGHV3-53 IGHV3-7 IGHV4-34 IGHV4-39 IGHV4-59 IGKV1-12 IGKV1-16 IGKV1-17 IGKV1-33 IGKV1-39 IGKV1-5 IGKV1D-12 IGKV1D-16 IGKV1D-33 IGKV1D-39 IGKV2-28 IGKV2-30 IGKV2D-28 IGKV2D-30 IGKV2D-40 IGKV3-11 IGKV3-15 IGKV3-20 IGKV3D-20 IGKV4-1 IGKV5-2 IGLC2 IGLC3 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-51 IGLV2-11 IGLV2-14 IGLV2-23 IGLV2-8 IGLV3-1 IGLV3-19 IGLV3-21 IGLV3-25 IGLV3-27 IGLV6-57 IGLV7-43 IL10 IL18 IL1A IL1B IL6 ITPR1 ITPR2 ITPR3 JUN LYN MAPK1 MAPK14 MAPK3 MAPK8 MEFV MYH2 MYH9 MYO10 MYO1C MYO5A MYO9B NCK1 NCKAP1 NCKAP1L NCKIPSD NFKB1 NFKB2 NLRP3 NOX1 NOXA1 NOXO1 NT5E P2RX4 P2RX7 PLCG1 PLCG2 PLK2 PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKX PSTPIP1 PTK2 PYCARD RAC1 RELA RHBDF2 SRC SUGT1 SYK TXN TXNIP VAV1 VAV2 VAV3 WAS WASF1 WASF2 WASF3 WASL WIPF1 WIPF2 WIPF3 WNT5A YES1 REACTOME_LEUKOTRIENE_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_LEUKOTRIENE_RECEPTORS CYSLTR1 CYSLTR2 GPR17 LTB4R LTB4R2 REACTOME_LGI_ADAM_INTERACTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_LGI_ADAM_INTERACTIONS ADAM11 ADAM22 ADAM23 CACNG2 CACNG3 CACNG4 CACNG8 DLG4 LGI1 LGI2 LGI3 LGI4 STX1A STX1B REACTOME_LIGAND_RECEPTOR_INTERACTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_LIGAND_RECEPTOR_INTERACTIONS BOC CDON DHH GAS1 HHIP IHH PTCH1 SHH REACTOME_LINOLEIC_ACID_LA_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_LINOLEIC_ACID_LA_METABOLISM ABCD1 ACSL1 ELOVL1 ELOVL2 ELOVL3 ELOVL5 FADS1 FADS2 REACTOME_LIPID_PARTICLE_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_LIPID_PARTICLE_ORGANIZATION CIDEA CIDEC FITM1 FITM2 HILPDA HSD17B13 REACTOME_LIPOPHAGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_LIPOPHAGY HSPA8 PLIN2 PLIN3 PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 REACTOME_LISTERIA_MONOCYTOGENES_ENTRY_INTO_HOST_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_LISTERIA_MONOCYTOGENES_ENTRY_INTO_HOST_CELLS CBL CBLL1 CDH1 CTNNB1 CTNND1 EPS15 GRB2 HGS MET RPS27A SH3GL1 SH3GL2 SH3GL3 SH3KBP1 SRC STAM STAM2 UBA52 UBB UBC REACTOME_LONG_TERM_POTENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_LONG_TERM_POTENTIATION ACTN2 CALM1 CAMK2A CAMK2B CAMK2D CAMK2G DLG1 DLG2 DLG3 DLG4 ERBB4 GRIA1 GRIA2 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D LRRC7 NEFL NRG1 NRGN SRC REACTOME_LOSS_OF_FUNCTION_OF_MECP2_IN_RETT_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_LOSS_OF_FUNCTION_OF_MECP2_IN_RETT_SYNDROME BDNF CALM1 CAMK4 GPS2 HDAC1 HDAC3 MECP2 NCOR1 NCOR2 PRKACA SIN3A TBL1X TBL1XR1 REACTOME_LOSS_OF_FUNCTION_OF_SMAD2_3_IN_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_LOSS_OF_FUNCTION_OF_SMAD2_3_IN_CANCER SMAD2 SMAD3 SMAD4 TGFB1 TGFBR1 TGFBR2 ZFYVE9 REACTOME_LOSS_OF_MECP2_BINDING_ABILITY_TO_THE_NCOR_SMRT_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_LOSS_OF_MECP2_BINDING_ABILITY_TO_THE_NCOR_SMRT_COMPLEX GPS2 HDAC3 MECP2 NCOR1 NCOR2 TBL1X TBL1XR1 REACTOME_LRR_FLII_INTERACTING_PROTEIN_1_LRRFIP1_ACTIVATES_TYPE_I_IFN_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_LRR_FLII_INTERACTING_PROTEIN_1_LRRFIP1_ACTIVATES_TYPE_I_IFN_PRODUCTION CREBBP CTNNB1 EP300 IRF3 LRRFIP1 REACTOME_LTC4_CYSLTR_MEDIATED_IL4_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_LTC4_CYSLTR_MEDIATED_IL4_PRODUCTION CYSLTR1 CYSLTR2 DPEP1 DPEP2 DPEP3 GGT1 GGT5 REACTOME_LYSINE_CATABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_LYSINE_CATABOLISM AADAT AASS ALDH7A1 CRYM DLD DLST GCDH HYKK OGDH PHYKPL PIPOX SLC25A21 REACTOME_LYSOSOME_VESICLE_BIOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_LYSOSOME_VESICLE_BIOGENESIS AP1B1 AP1G1 AP1G2 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 AP4B1 AP4E1 AP4M1 AP4S1 APP ARF1 ARRB1 BLOC1S1 CHMP2A CLTA CLTB CLTC CLVS1 CLVS2 CTSZ DNAJC6 DNASE2 DNM2 GNS HGS HSPA8 M6PR SH3GL2 TXNDC5 VAMP2 VAMP7 VAMP8 REACTOME_LYSOSPHINGOLIPID_AND_LPA_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_LYSOSPHINGOLIPID_AND_LPA_RECEPTORS LPAR1 LPAR2 LPAR3 LPAR5 PLPPR1 PLPPR2 PLPPR3 PLPPR4 PLPPR5 S1PR1 S1PR2 S1PR3 S1PR4 S1PR5 REACTOME_MAP2K_AND_MAPK_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MAP2K_AND_MAPK_ACTIVATION ACTB ACTG1 APBB1IP ARAF ARRB1 ARRB2 BRAF CNKSR1 CNKSR2 CSK FGA FGB FGG FN1 HRAS IL17RD IQGAP1 ITGA2B ITGB3 KRAS KSR1 KSR2 LAMTOR2 LAMTOR3 MAP2K1 MAP2K2 MAPK1 MAPK3 MARK3 NRAS PEBP1 RAF1 RAP1A RAP1B SRC TLN1 VCL VWF WDR83 YWHAB REACTOME_MAP3K8_TPL2_DEPENDENT_MAPK1_3_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MAP3K8_TPL2_DEPENDENT_MAPK1_3_ACTIVATION BTRC CHUK CUL1 FBXW11 IKBKB IKBKG MAP2K1 MAP2K4 MAP3K8 NFKB1 RPS27A SKP1 TNIP2 UBA52 UBB UBC REACTOME_MAPK1_ERK2_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MAPK1_ERK2_ACTIVATION IL6 IL6R IL6ST JAK1 JAK2 MAP2K2 MAPK1 PTPN11 TYK2 REACTOME_MAPK3_ERK1_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MAPK3_ERK1_ACTIVATION CDK1 IL6 IL6R IL6ST JAK1 JAK2 MAP2K1 MAPK3 PTPN11 TYK2 REACTOME_MAPK6_MAPK4_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MAPK6_MAPK4_SIGNALING AGO1 AGO2 AGO3 AGO4 CCND3 CDC14A CDC14B CDC42 CDC42EP2 CDC42EP3 CDC42EP5 CDK1 DNAJB1 ETV4 FOXO1 FOXO3 HSPB1 IGF2BP1 JUN KALRN MAPK4 MAPK6 MAPKAPK5 MIR34B MIR34C MMP10 MMP2 MOV10 MYC NCOA3 PAK1 PAK2 PAK3 PRKACA PRKACB PRKACG PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RAC1 RAG1 RAG2 RPS27A SEM1 SEPTIN7 TNRC6A TNRC6B TNRC6C UBA52 UBB UBC XPO1 REACTOME_MAPK_FAMILY_SIGNALING_CASCADES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MAPK_FAMILY_SIGNALING_CASCADES ABHD17A ABHD17B ABHD17C ACTB ACTG1 ACTN2 AGO1 AGO2 AGO3 AGO4 ANGPT1 APBB1IP ARAF AREG ARL2 ARRB1 ARRB2 ARTN BCL2L1 BRAF BRAP BTC CALM1 CAMK2A CAMK2B CAMK2D CAMK2G CCND3 CDC14A CDC14B CDC42 CDC42EP2 CDC42EP3 CDC42EP5 CDK1 CNKSR1 CNKSR2 CSF2 CSF2RA CSF2RB CSK CUL3 DAB2IP DLG1 DLG2 DLG3 DLG4 DNAJB1 DUSP1 DUSP10 DUSP16 DUSP2 DUSP4 DUSP5 DUSP6 DUSP7 DUSP8 DUSP9 EGF EGFR EPGN ERBB2 ERBB3 ERBB4 EREG ETV4 FGA FGB FGF1 FGF10 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFR4 FGG FLT3 FLT3LG FN1 FNTA FNTB FOXO1 FOXO3 FRS2 FRS3 FYN GDNF GFRA1 GFRA2 GFRA3 GFRA4 GOLGA7 GRB2 GRIN1 GRIN2B GRIN2D HBEGF HGF HRAS HSPB1 ICMT IGF2BP1 IL17RD IL2 IL2RA IL2RB IL2RG IL3 IL3RA IL5 IL5RA IL6 IL6R IL6ST IQGAP1 IRS1 IRS2 ITGA2B ITGB3 JAK1 JAK2 JAK3 JUN KALRN KBTBD7 KIT KITLG KL KLB KRAS KSR1 KSR2 LAMTOR2 LAMTOR3 LAT LRRC7 LYPLA1 MAP2K1 MAP2K2 MAP3K11 MAPK1 MAPK12 MAPK3 MAPK4 MAPK6 MAPKAPK5 MARK3 MET MIR34B MIR34C MMP10 MMP2 MOV10 MRAS MYC NCAM1 NCOA3 NEFL NF1 NRAS NRG1 NRG2 NRG3 NRG4 NRTN PAK1 PAK2 PAK3 PAQR3 PDE6D PDGFA PDGFB PDGFRA PDGFRB PEA15 PEBP1 PHB1 PIK3CA PIK3CB PIK3R1 PIK3R2 PPP1CB PPP1CC PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PPP5C PRKACA PRKACB PRKACG PRKCQ PRKG2 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PSPN PTK2 PTPN11 PTPN3 PTPN7 PTPRA RAC1 RAF1 RAG1 RAG2 RALGDS RANBP9 RAP1A RAP1B RAPGEF2 RASA1 RASA2 RASA3 RASA4 RASAL1 RASAL2 RASAL3 RASGEF1A RASGRF1 RASGRF2 RASGRP1 RASGRP3 RASGRP4 RBX1 RCE1 RET RGL1 RGL2 RGL3 RPS27A SEM1 SEPTIN7 SHC1 SHC2 SHC3 SHOC2 SOS1 SPRED1 SPRED2 SPRED3 SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 SRC SYNGAP1 TEK TGFA TLN1 TNRC6A TNRC6B TNRC6C TYK2 UBA52 UBB UBC USP17L2 VCL VWF WDR83 XPO1 YWHAB ZDHHC9 REACTOME_MAPK_TARGETS_NUCLEAR_EVENTS_MEDIATED_BY_MAP_KINASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MAPK_TARGETS_NUCLEAR_EVENTS_MEDIATED_BY_MAP_KINASES ATF1 ATF2 CREB1 DUSP3 DUSP4 DUSP6 DUSP7 ELK1 FOS JUN MAPK1 MAPK10 MAPK11 MAPK14 MAPK3 MAPK7 MAPK8 MAPK9 MAPKAPK2 MEF2A MEF2C PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5D RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA5 VRK3 REACTOME_MASTL_FACILITATES_MITOTIC_PROGRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MASTL_FACILITATES_MITOTIC_PROGRESSION ARPP19 CCNB1 CDK1 ENSA MASTL PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R2D REACTOME_MATERNAL_TO_ZYGOTIC_TRANSITION_MZT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MATERNAL_TO_ZYGOTIC_TRANSITION_MZT AGO2 AICDA BTG4 CNOT1 CNOT10 CNOT11 CNOT2 CNOT3 CNOT4 CNOT6 CNOT6L CNOT7 CNOT8 CNOT9 CREBBP DICER1 DIS3L2 DPPA2 DPPA3 DPPA4 DUX4 DUXA DUXB EIF4A1 EIF4A2 EIF4A3 EIF4B EIF4E EIF4G1 ELOC EP300 FGF8 H1-8 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HIRA KDM4E KDM5A KDM5B KDM6A KDM6B LEUTX METTL23 NOBOX NPM2 PABPC1 PABPN1 PABPN1L PADI6 PAIP1 PAIP2 POLR2D PRM1 PRM2 RPS2 SRPK1 STPG4 TEAD4 TET3 TNKS1BP1 TP53 TPRX1 TPRX2 TUT4 TUT7 UHRF1 UNG YAP1 ZFP36L2 ZP2 ZSCAN4 REACTOME_MATURATION_OF_PROTEIN_3A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MATURATION_OF_PROTEIN_3A GALNT1 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST6GAL1 ST6GALNAC2 ST6GALNAC3 ST6GALNAC4 REACTOME_MATURATION_OF_SARS_COV_1_NUCLEOPROTEIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MATURATION_OF_SARS_COV_1_NUCLEOPROTEIN GSK3A GSK3B PARP10 PARP14 PARP16 PARP4 PARP6 PARP8 PARP9 SUMO1 UBE2I REACTOME_MATURATION_OF_SARS_COV_1_SPIKE_PROTEIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MATURATION_OF_SARS_COV_1_SPIKE_PROTEIN CANX GANAB MGAT1 MOGS PRKCSH REACTOME_MATURATION_OF_SARS_COV_2_NUCLEOPROTEIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MATURATION_OF_SARS_COV_2_NUCLEOPROTEIN CSNK1A1 GSK3A GSK3B PARP10 PARP14 PARP16 PARP4 PARP6 PARP8 PARP9 PRMT1 SRPK1 SRPK2 SUMO1 UBE2I REACTOME_MATURATION_OF_SARS_COV_2_SPIKE_PROTEIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MATURATION_OF_SARS_COV_2_SPIKE_PROTEIN CANX DAD1 DDOST EDEM2 FUT8 GANAB GOLGA7 MAGT1 MAN1B1 MAN2A1 MGAT1 MGAT2 MGAT4A MGAT4B MGAT4C MGAT5 MOGS PRKCSH RPN1 RPN2 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST6GAL1 ST6GALNAC2 ST6GALNAC3 ST6GALNAC4 STT3A TUSC3 ZDHHC11 ZDHHC2 ZDHHC20 ZDHHC3 ZDHHC5 ZDHHC8 ZDHHC9 REACTOME_MECP2_REGULATES_NEURONAL_RECEPTORS_AND_CHANNELS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MECP2_REGULATES_NEURONAL_RECEPTORS_AND_CHANNELS CREB1 FKBP5 GPRIN1 GRIA2 GRIN2A GRIN2B HDAC1 HDAC2 MECP2 MET NOTCH1 OPRK1 OPRM1 PTPN1 PTPN4 SIN3A SLC2A3 TRPC3 REACTOME_MECP2_REGULATES_TRANSCRIPTION_FACTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MECP2_REGULATES_TRANSCRIPTION_FACTORS CREB1 MECP2 MEF2C PPARG RBFOX1 REACTOME_MECP2_REGULATES_TRANSCRIPTION_OF_NEURONAL_LIGANDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MECP2_REGULATES_TRANSCRIPTION_OF_NEURONAL_LIGANDS BDNF CREB1 CRH DLL1 HDAC1 MECP2 SIN3A SST REACTOME_MEIOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MEIOSIS ACD ATM ATR BLM BRCA1 BRCA2 CDK2 CDK4 DIDO1 DMC1 FKBP6 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3-4 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HSPA2 LMNA LMNB1 MLH1 MLH3 MND1 MRE11 MSH4 MSH5 NBN POT1 PRDM9 PSMC3IP RAD21 RAD50 RAD51 RAD51C RBBP8 REC8 RPA1 RPA2 RPA3 SMC1A SMC1B SMC3 SPO11 STAG1 STAG2 STAG3 SUN1 SUN2 SYCE1 SYCE2 SYCE3 SYCP1 SYCP2 SYCP3 SYNE1 SYNE2 TERF1 TERF2 TERF2IP TEX12 TEX15 TINF2 TOP3A UBE2I REACTOME_MEIOTIC_RECOMBINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MEIOTIC_RECOMBINATION ATM BLM BRCA1 BRCA2 CDK2 CDK4 DMC1 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3-4 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 MLH1 MLH3 MND1 MRE11 MSH4 MSH5 NBN PRDM9 PSMC3IP RAD50 RAD51 RAD51C RBBP8 RPA1 RPA2 RPA3 SPO11 TEX15 TOP3A REACTOME_MEIOTIC_SYNAPSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MEIOTIC_SYNAPSIS ACD ATR BRCA1 DIDO1 FKBP6 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-4 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HSPA2 LMNA LMNB1 POT1 RAD21 REC8 SMC1A SMC1B SMC3 STAG1 STAG2 STAG3 SUN1 SUN2 SYCE1 SYCE2 SYCE3 SYCP1 SYCP2 SYCP3 SYNE1 SYNE2 TERF1 TERF2 TERF2IP TEX12 TINF2 UBE2I REACTOME_MELANIN_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MELANIN_BIOSYNTHESIS DCT OCA2 SLC45A2 TYR TYRP1 REACTOME_MEMBRANE_TRAFFICKING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MEMBRANE_TRAFFICKING AAK1 ACBD3 ACTB ACTG1 ACTR10 ACTR1A ACTR2 ACTR3 ADRB2 AGFG1 AGPAT3 AGTR1 AKT1 AKT2 AKT3 ALPP ALS2 ALS2CL AMPH ANK1 ANK2 ANK3 ANKRD27 ANKRD28 AP1B1 AP1G1 AP1G2 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 AP3B1 AP3S1 AP4B1 AP4E1 AP4M1 AP4S1 APOB APP ARCN1 AREG ARF1 ARF3 ARF4 ARF5 ARF6 ARFGAP1 ARFGAP2 ARFGAP3 ARFIP2 ARFRP1 ARL1 ARPC1A ARPC2 ARPC3 ARPC4 ARPC5 ARRB1 ARRB2 ASPSCR1 AVP AVPR2 BET1 BET1L BICD1 BICD2 BIN1 BLOC1S1 BLOC1S3 BLOC1S4 BLOC1S6 BNIP1 BTC C2CD5 CALM1 CAPZA1 CAPZA2 CAPZA3 CAPZB CBL CCZ1 CCZ1B CD3D CD3G CD4 CD55 CD59 CENPE CFTR CHM CHML CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP5 CHMP6 CHMP7 CHRM2 CLINT1 CLTA CLTB CLTC CLTCL1 CLVS1 CLVS2 CNIH1 CNIH2 CNIH3 COG1 COG2 COG3 COG4 COG5 COG6 COG7 COG8 COL7A1 COPA COPB1 COPB2 COPE COPG1 COPG2 COPS2 COPS3 COPS4 COPS5 COPS6 COPS7A COPS7B COPS8 COPZ1 COPZ2 CPD CSNK1D CTSC CTSZ CTTN CUX1 CYTH1 CYTH2 CYTH3 CYTH4 DAB2 DCTN1 DCTN2 DCTN3 DCTN4 DCTN5 DCTN6 DENND1A DENND1B DENND1C DENND2A DENND2B DENND2C DENND2D DENND3 DENND4A DENND4B DENND4C DENND5A DENND5B DENND6A DENND6B DNAJC6 DNASE2 DNM1 DNM2 DNM3 DTNBP1 DVL2 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 EGF EGFR EPGN EPN1 EPN2 EPS15 EPS15L1 EREG EXOC1 EXOC2 EXOC3 EXOC4 EXOC5 EXOC6 EXOC7 EXOC8 F5 F8 FCHO1 FCHO2 FNBP1 FNBP1L FOLR1 FTH1 FTL FZD4 GABARAP GABARAPL2 GAK GALNT1 GALNT2 GAPVD1 GBF1 GCC1 GCC2 GDI1 GDI2 GGA1 GGA2 GGA3 GJA1 GJA10 GJA3 GJA4 GJA5 GJA8 GJA9 GJB1 GJB2 GJB3 GJB4 GJB5 GJB6 GJB7 GJC1 GJC2 GJD2 GJD3 GJD4 GNS GOLGA1 GOLGA2 GOLGA4 GOLGA5 GOLGB1 GOLIM4 GORASP1 GOSR1 GOSR2 GPS1 GRB2 GRIA1 GRK2 GRK3 HBEGF HGS HIP1 HIP1R HPS1 HPS4 HSPA8 IGF2R IL7R INS ITSN1 ITSN2 KDELR1 KDELR2 KDELR3 KIAA0319 KIF11 KIF12 KIF13B KIF15 KIF16B KIF18A KIF18B KIF19 KIF1A KIF1B KIF1C KIF20A KIF20B KIF21A KIF21B KIF22 KIF23 KIF25 KIF26A KIF26B KIF27 KIF2A KIF2B KIF2C KIF3A KIF3B KIF3C KIF4A KIF4B KIF5A KIF5B KIF6 KIF9 KIFAP3 KIFC1 KIFC2 KLC1 KLC2 KLC3 KLC4 LDLR LDLRAP1 LMAN1 LMAN1L LMAN2 LMAN2L LNPEP LRP2 M6PR MADD MAN1A1 MAN1A2 MAN1C1 MAN2A1 MAN2A2 MAP1LC3B MCFD2 MIA2 MIA3 MON1A MON1B MVB12A MVB12B MYH9 MYO1C MYO5A MYO6 NAA30 NAA35 NAA38 NAPA NAPB NAPG NBAS NECAP1 NECAP2 NEDD8 NSF OCRL OPTN PACSIN1 PACSIN2 PACSIN3 PAFAH1B1 PAFAH1B2 PAFAH1B3 PICALM PIK3C2A PIP5K1C PLA2G4A PLA2G6 PLIN3 PPP6C PPP6R1 PPP6R3 PREB PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 PUM1 RAB10 RAB11A RAB11B RAB12 RAB13 RAB14 RAB18 RAB1A RAB1B RAB21 RAB27A RAB27B RAB30 RAB31 RAB32 RAB33A RAB33B RAB35 RAB36 RAB38 RAB39A RAB39B RAB3A RAB3GAP1 RAB3GAP2 RAB3IL1 RAB3IP RAB41 RAB43 RAB4A RAB5A RAB5B RAB5C RAB6A RAB6B RAB7A RAB7B RAB8A RAB8B RAB9A RAB9B RABEP1 RABEPK RABGAP1 RABGEF1 RAC1 RACGAP1 RALA RALGAPA2 RALGAPB REPS1 REPS2 RGP1 RHOBTB3 RHOQ RIC1 RIN1 RIN2 RIN3 RINL RINT1 RPS27A SAR1B SBF1 SBF2 SCARB2 SCFD1 SCOC SEC13 SEC16A SEC16B SEC22A SEC22B SEC22C SEC23A SEC23IP SEC24A SEC24B SEC24C SEC24D SEC31A SERPINA1 SFN SGIP1 SH3D19 SH3GL1 SH3GL2 SH3GL3 SH3KBP1 SLC18A3 SLC2A4 SLC2A8 SNAP23 SNAP29 SNAP91 SNAPIN SNF8 SNX18 SNX2 SNX5 SNX9 SORT1 SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 SRC STAM STAM2 STON1 STON2 STX10 STX16 STX17 STX18 STX4 STX5 STX6 STXBP3 SURF4 SYNJ1 SYNJ2 SYS1 SYT1 SYT11 SYT2 SYT8 SYT9 SYTL1 TACR1 TBC1D1 TBC1D10A TBC1D10B TBC1D10C TBC1D13 TBC1D14 TBC1D15 TBC1D16 TBC1D17 TBC1D2 TBC1D20 TBC1D24 TBC1D25 TBC1D3 TBC1D4 TBC1D7 TBC1D8B TF TFG TFRC TGFA TGOLN2 TJP1 TMED10 TMED2 TMED3 TMED7 TMED9 TMEM115 TMF1 TOR1A TOR1B TPD52 TPD52L1 TRAPPC1 TRAPPC10 TRAPPC11 TRAPPC12 TRAPPC13 TRAPPC2 TRAPPC2L TRAPPC3 TRAPPC4 TRAPPC5 TRAPPC6A TRAPPC6B TRAPPC8 TRAPPC9 TRIP10 TRIP11 TSC1 TSC2 TSG101 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B TXNDC5 UBA52 UBAP1 UBB UBC UBQLN1 UBQLN2 ULK1 USE1 USO1 USP6NL VAMP2 VAMP3 VAMP4 VAMP7 VAMP8 VPS25 VPS28 VPS36 VPS37A VPS37B VPS37C VPS37D VPS45 VPS4A VPS4B VPS51 VPS52 VPS53 VPS54 VTA1 VTI1A WASL WNT5A YIPF6 YKT6 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ ZW10 REACTOME_METABOLIC_DISORDERS_OF_BIOLOGICAL_OXIDATION_ENZYMES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_METABOLIC_DISORDERS_OF_BIOLOGICAL_OXIDATION_ENZYMES ACY1 AHCY CYP11A1 CYP11B1 CYP11B2 CYP17A1 CYP19A1 CYP1B1 CYP21A2 CYP24A1 CYP26B1 CYP26C1 CYP27A1 CYP27B1 CYP2R1 CYP2U1 CYP4F22 CYP7B1 FDX1 FDX2 FDXR FMO3 GCLC GCLM GGT1 GSS MAOA MAT1A OPLAH SLC35D1 TBXAS1 TPMT UGT1A1 UGT1A4 REACTOME_METABOLISM_OF_AMINE_DERIVED_HORMONES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_METABOLISM_OF_AMINE_DERIVED_HORMONES AANAT ASMT CGA DBH DDC DIO1 DIO2 DIO3 DUOX1 DUOX2 IYD PNMT SLC5A5 TH TPH1 TPH2 TPO TSHB REACTOME_METABOLISM_OF_AMINO_ACIDS_AND_DERIVATIVES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_METABOLISM_OF_AMINO_ACIDS_AND_DERIVATIVES AADAT AANAT AASS ACAD8 ACADSB ACAT1 ACMSD ADI1 ADO AFMID AGMAT AGXT AGXT2 AHCY AIMP1 AIMP2 ALDH18A1 ALDH4A1 ALDH6A1 ALDH7A1 ALDH9A1 AMD1 AMDHD1 AMT APIP ARG1 ARG2 ASL ASMT ASNS ASPA ASPG ASRGL1 ASS1 AUH AZIN1 AZIN2 BBOX1 BCAT1 BCAT2 BCKDHA BCKDHB BCKDK BHMT BHMT2 CARNMT1 CARNS1 CBS CDO1 CGA CHDH CKB CKM CKMT1A CKMT1B CKMT2 CPS1 CRYM CSAD CTH DAO DARS1 DBH DBT DCT DDC DDO DHTKD1 DIO1 DIO2 DIO3 DLAT DLD DLST DMGDH DUOX1 DUOX2 ECHS1 EEF1E1 EEFSEC ENOPH1 EPRS1 ETHE1 FAH FAU FMO1 FOLH1 FTCD GADL1 GAMT GATM GCAT GCDH GCSH GLDC GLS GLS2 GLUD1 GLUD2 GLUL GNMT GOT1 GOT2 GPT GPT2 GRHPR GSR GSTZ1 HAAO HAL HAO1 HDC HGD HIBADH HIBCH HNMT HOGA1 HPD HSD17B10 HYKK IARS1 IDO1 IDO2 IL4I1 INMT IVD IYD KARS1 KMO KYAT1 KYAT3 KYNU LARS1 LIAS LIPT1 LIPT2 MARS1 MAT1A MCCC1 MCCC2 MPST MRI1 MTAP MTR MTRR NAALAD2 NAGS NAT8L NDUFAB1 NMRAL1 NNMT NQO1 OAT OAZ1 OAZ2 OAZ3 OCA2 ODC1 OGDH OTC PAH PAOX PAPSS1 PAPSS2 PCBD1 PDHA1 PDHA2 PDHB PDHX PHGDH PHYKPL PIPOX PNMT PPM1K PRODH PRODH2 PSAT1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PSPH PSTK PXMP2 PYCR1 PYCR2 PYCR3 QARS1 QDPR RARS1 RIDA RIMKLA RIMKLB RPL10 RPL10A RPL10L RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL22L1 RPL23 RPL23A RPL24 RPL26 RPL26L1 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL36AL RPL37 RPL37A RPL38 RPL39 RPL39L RPL3L RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS7 RPS8 RPS9 RPSA SARDH SARS1 SAT1 SCLY SDS SDSL SECISBP2 SEM1 SEPHS2 SEPSECS SERINC1 SERINC2 SERINC3 SERINC4 SERINC5 SHMT1 SLC25A10 SLC25A12 SLC25A13 SLC25A15 SLC25A2 SLC25A21 SLC25A44 SLC36A4 SLC3A2 SLC44A1 SLC45A2 SLC5A5 SLC6A11 SLC6A12 SLC6A7 SLC6A8 SLC7A5 SMOX SMS SQOR SRM SRR SUOX TAT TDO2 TH TMLHE TPH1 TPH2 TPO TSHB TST TSTD1 TXN2 TXNRD1 TYR TYRP1 UBA52 UROC1 REACTOME_METABOLISM_OF_ANGIOTENSINOGEN_TO_ANGIOTENSINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_METABOLISM_OF_ANGIOTENSINOGEN_TO_ANGIOTENSINS ACE ACE2 AGT ANPEP AOPEP ATP6AP2 CES1 CMA1 CPA3 CPB1 CPB2 CTSD CTSG CTSZ ENPEP GZMH MME REN REACTOME_METABOLISM_OF_CARBOHYDRATES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_METABOLISM_OF_CARBOHYDRATES AAAS ABCC5 ACAN ADPGK AGL AGRN AKR1A1 AKR1B1 ALDH1A1 ALDOA ALDOB ALDOC ARSB B3GALT1 B3GALT2 B3GALT4 B3GALT5 B3GALT6 B3GAT1 B3GAT2 B3GAT3 B3GNT2 B3GNT3 B3GNT4 B3GNT7 B4GALNT2 B4GALT1 B4GALT2 B4GALT3 B4GALT4 B4GALT5 B4GALT6 B4GALT7 B4GAT1 BCAN BGN BPGM CALM1 CD44 CEMIP CHP1 CHPF CHPF2 CHST1 CHST11 CHST12 CHST13 CHST14 CHST15 CHST2 CHST3 CHST5 CHST6 CHST7 CHST9 CHSY1 CHSY3 CRYL1 CSGALNACT1 CSGALNACT2 CSPG4 CSPG5 DCN DCXR DERA DSE DSEL ENO1 ENO2 ENO3 ENO4 EPM2A EXT1 EXT2 FBP1 FBP2 FMOD FUT1 FUT10 FUT11 FUT2 FUT3 FUT4 FUT5 FUT6 FUT7 FUT9 G6PC1 G6PC2 G6PC3 G6PD GAA GALE GALK1 GALNS GALT GAPDH GAPDHS GBE1 GCK GCKR GLB1 GLB1L GLB1L2 GLB1L3 GLCE GLYCTK GNPDA1 GNPDA2 GNS GOT1 GOT2 GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 GPI GUSB GYG1 GYG2 GYS1 GYS2 HAS1 HAS2 HAS3 HEXA HEXB HGSNAT HK1 HK2 HK3 HKDC1 HMMR HPSE HPSE2 HS2ST1 HS3ST1 HS3ST2 HS3ST3A1 HS3ST3B1 HS3ST4 HS3ST5 HS3ST6 HS6ST1 HS6ST2 HS6ST3 HSPG2 HYAL1 HYAL2 HYAL3 IDS IDUA KERA KHK LALBA LUM LYVE1 MAN2B1 MAN2B2 MAN2C1 MANBA MDH1 MDH2 NAGLU NCAN NDC1 NDST1 NDST2 NDST3 NDST4 NHLRC1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 OGN OMD PAPSS1 PAPSS2 PC PCK1 PCK2 PFKFB1 PFKFB2 PFKFB3 PFKFB4 PFKL PFKM PFKP PGAM1 PGAM2 PGD PGK1 PGK2 PGLS PGM1 PGM2 PGM2L1 PGP PHKA1 PHKA2 PHKB PHKG1 PHKG2 PKLR PKM POM121 POM121C PPP1R3C PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5D PRELP PRKACA PRKACB PRKACG PRPS1 PRPS1L1 PRPS2 PYGB PYGL PYGM RAE1 RANBP2 RBKS RHCE RHD RPE RPEL1 RPIA RPS27A SDC1 SDC2 SDC3 SDC4 SEC13 SEH1L SGSH SHPK SLC25A1 SLC25A10 SLC25A11 SLC25A12 SLC25A13 SLC26A1 SLC26A2 SLC2A1 SLC35B2 SLC35B3 SLC35D2 SLC37A1 SLC37A2 SLC37A4 SLC9A1 SORD ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST3GAL6 ST6GALNAC6 STAB2 TALDO1 TKFC TKT TPI1 TPR UBA52 UBB UBC UGP2 UST VCAN XYLB XYLT1 XYLT2 REACTOME_METABOLISM_OF_COFACTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_METABOLISM_OF_COFACTORS AKT1 CALM1 COQ2 COQ3 COQ5 COQ6 COQ7 COQ9 DHFR GCH1 GCHFR HSP90AA1 IDH1 NOS3 PDSS1 PDSS2 PRKG2 PTS SPR REACTOME_METABOLISM_OF_FAT_SOLUBLE_VITAMINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_METABOLISM_OF_FAT_SOLUBLE_VITAMINS AGRN AKR1B10 AKR1C1 AKR1C3 AKR1C4 APOA1 APOA2 APOA4 APOB APOC2 APOC3 APOE APOM BCO1 BCO2 CLPS GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 GPIHBP1 HSPG2 LDLR LPL LRAT LRP1 LRP10 LRP12 LRP2 LRP8 PLB1 PNLIP RBP1 RBP2 RBP4 RDH11 RETSAT SDC1 SDC2 SDC3 SDC4 TTPA TTR UBIAD1 VKORC1 VKORC1L1 REACTOME_METABOLISM_OF_FOLATE_AND_PTERINES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_METABOLISM_OF_FOLATE_AND_PTERINES ALDH1L1 ALDH1L2 DHFR DHFR2 FOLR2 FPGS MTHFD1 MTHFD1L MTHFD2 MTHFD2L MTHFR MTHFS SHMT1 SHMT2 SLC19A1 SLC25A32 SLC46A1 REACTOME_METABOLISM_OF_INGESTED_SEMET_SEC_MESEC_INTO_H2SE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_METABOLISM_OF_INGESTED_SEMET_SEC_MESEC_INTO_H2SE AHCY CBS CTH GNMT HNMT MAT1A NNMT SCLY REACTOME_METABOLISM_OF_LIPIDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_METABOLISM_OF_LIPIDS AACS ABCA1 ABCB11 ABCB4 ABCC1 ABCC3 ABCD1 ABHD3 ABHD4 ABHD5 ACAA1 ACAA2 ACACA ACACB ACAD10 ACAD11 ACADL ACADM ACADS ACADVL ACAT1 ACAT2 ACBD4 ACBD5 ACBD6 ACBD7 ACER1 ACER2 ACER3 ACHE ACLY ACOT1 ACOT11 ACOT12 ACOT13 ACOT2 ACOT4 ACOT6 ACOT7 ACOT8 ACOT9 ACOX1 ACOX2 ACOX3 ACOXL ACP6 ACSBG1 ACSBG2 ACSF2 ACSF3 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 ACSM3 ACSM6 ACSS3 AGK AGMO AGPAT1 AGPAT2 AGPAT3 AGPAT4 AGPAT5 AGPS AGT AHR AKR1B1 AKR1B15 AKR1C1 AKR1C2 AKR1C3 AKR1C4 AKR1D1 ALAS1 ALB ALDH3A2 ALDH3B1 ALDH3B2 ALOX12 ALOX12B ALOX15 ALOX15B ALOX5 ALOX5AP ALOXE3 ALPI AMACR ANGPTL4 ANKRD1 APOA1 APOA2 APOA5 ARF1 ARF3 ARNT ARNT2 ARSA ARSB ARSD ARSF ARSG ARSH ARSI ARSJ ARSK ARSL ARV1 ASAH1 ASAH2 AWAT1 AWAT2 B3GALNT1 B4GALNT1 BAAT BCHE BDH1 BDH2 BMAL1 BMX CARM1 CAV1 CBR1 CBR4 CCNC CD36 CDIPT CDK19 CDK8 CDS1 CDS2 CEPT1 CERK CERS1 CERS2 CERS3 CERS4 CERS5 CERS6 CERT1 CGA CH25H CHAT CHD9 CHKA CHKB CHPT1 CIDEA CIDEC CLOCK CPNE1 CPNE3 CPNE6 CPNE7 CPT1A CPT1B CPT2 CPTP CRAT CREBBP CRLS1 CROT CSNK1G2 CSNK2A1 CSNK2A2 CSNK2B CTSA CUBN CYP11A1 CYP11B1 CYP11B2 CYP17A1 CYP19A1 CYP1A1 CYP1A2 CYP1B1 CYP21A2 CYP24A1 CYP27A1 CYP27B1 CYP2C19 CYP2C8 CYP2C9 CYP2D6 CYP2E1 CYP2J2 CYP2R1 CYP2U1 CYP39A1 CYP3A4 CYP46A1 CYP4A11 CYP4A22 CYP4B1 CYP4F11 CYP4F2 CYP4F22 CYP4F3 CYP4F8 CYP51A1 CYP7A1 CYP7B1 CYP8B1 DBI DDHD1 DDHD2 DECR1 DECR2 DEGS1 DEGS2 DGAT1 DGAT2 DGAT2L6 DHCR24 DHCR7 DHRS7B DPEP1 DPEP2 DPEP3 EBP ECHS1 ECI1 ECI2 EHHADH ELOVL1 ELOVL2 ELOVL3 ELOVL4 ELOVL5 ELOVL6 ELOVL7 ENPP6 ENPP7 EP300 EPHX2 ESRRA ESYT1 ESYT2 ESYT3 ETNK1 ETNK2 ETNPPL FA2H FAAH FAAH2 FABP1 FABP12 FABP2 FABP3 FABP4 FABP5 FABP6 FABP7 FABP9 FADS1 FADS2 FAM120B FAR1 FAR2 FASN FDFT1 FDPS FDX1 FDX2 FDXR FHL2 FIG4 FITM1 FITM2 G0S2 GALC GBA1 GBA2 GBA3 GC GDE1 GDPD1 GDPD3 GDPD5 GGPS1 GGT1 GGT5 GK GK2 GK3 GLA GLB1 GLB1L GLB1L2 GLB1L3 GLIPR1 GLTP GM2A GNPAT GPAM GPAT2 GPAT3 GPAT4 GPCPD1 GPD1 GPD1L GPD2 GPS2 GPX1 GPX2 GPX4 GRHL1 GSTM4 HACD1 HACD2 HACD3 HACD4 HACL1 HADH HADHA HADHB HAO2 HDAC3 HELZ2 HEXA HEXB HILPDA HMGCL HMGCLL1 HMGCR HMGCS1 HMGCS2 HPGD HPGDS HSD11B1 HSD11B2 HSD17B1 HSD17B11 HSD17B12 HSD17B13 HSD17B14 HSD17B2 HSD17B3 HSD17B4 HSD17B7 HSD17B8 HSD3B1 HSD3B2 HSD3B7 HTD2 IDI1 IDI2 INPP4A INPP4B INPP5D INPP5E INPP5F INPP5J INPP5K INPPL1 INSIG1 INSIG2 KDSR KPNB1 LBR LCLAT1 LDLRAP1 LGMN LHB LIPE LIPH LIPI LPCAT1 LPCAT2 LPCAT3 LPCAT4 LPGAT1 LPIN1 LPIN2 LPIN3 LRP2 LSS LTA4H LTC4S M6PR MAPKAPK2 MBOAT1 MBOAT2 MBOAT7 MBTPS1 MBTPS2 MCAT MCEE ME1 MECR MED1 MED10 MED11 MED12 MED13 MED13L MED14 MED15 MED16 MED17 MED18 MED19 MED20 MED21 MED22 MED23 MED24 MED25 MED26 MED27 MED28 MED29 MED30 MED31 MED4 MED6 MED7 MED8 MED9 MFSD2A MGLL MID1IP1 MIGA1 MIGA2 MLYCD MMAA MMUT MOGAT1 MOGAT2 MOGAT3 MORC2 MSMO1 MTF1 MTM1 MTMR1 MTMR10 MTMR12 MTMR14 MTMR2 MTMR3 MTMR4 MTMR6 MTMR7 MTMR8 MTMR9 MVD MVK NCOA1 NCOA2 NCOA3 NCOA6 NCOR1 NCOR2 NDUFAB1 NEU1 NEU2 NEU3 NEU4 NFYA NFYB NFYC NPAS2 NR1D1 NR1H2 NR1H3 NR1H4 NRF1 NSDHL NUDT19 NUDT7 OCRL OLAH ORMDL1 ORMDL2 ORMDL3 OSBP OSBPL10 OSBPL1A OSBPL2 OSBPL3 OSBPL5 OSBPL6 OSBPL7 OSBPL8 OSBPL9 OXCT1 OXCT2 PCCA PCCB PCTP PCYT1A PCYT1B PCYT2 PECR PEMT PEX11A PGS1 PHOSPHO1 PHYH PI4K2A PI4K2B PI4KA PI4KB PIAS4 PIK3C2A PIK3C2B PIK3C2G PIK3C3 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R4 PIK3R5 PIK3R6 PIKFYVE PIP4K2A PIP4K2B PIP4K2C PIP4P1 PIP5K1A PIP5K1B PIP5K1C PISD PITPNB PITPNM1 PITPNM2 PITPNM3 PLA1A PLA2G10 PLA2G12A PLA2G15 PLA2G1B PLA2G2A PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G4A PLA2G4B PLA2G4C PLA2G4D PLA2G4E PLA2G4F PLA2G5 PLA2G6 PLA2R1 PLAAT1 PLAAT2 PLAAT3 PLAAT4 PLAAT5 PLB1 PLBD1 PLD1 PLD2 PLD3 PLD4 PLD6 PLEKHA1 PLEKHA2 PLEKHA3 PLEKHA4 PLEKHA5 PLEKHA6 PLEKHA8 PLIN1 PLIN2 PLIN3 PLPP1 PLPP2 PLPP3 PLPP6 PMVK PNPLA2 PNPLA3 PNPLA4 PNPLA5 PNPLA6 PNPLA7 PNPLA8 POMC PON1 PON2 PON3 PPARA PPARD PPARG PPARGC1A PPARGC1B PPM1L PPP1CA PPP1CB PPP1CC PPT1 PPT2 PRKAA2 PRKAB2 PRKACA PRKACB PRKACG PRKAG2 PRKD1 PRKD2 PRKD3 PRXL2B PSAP PTDSS1 PTDSS2 PTEN PTGDS PTGES PTGES2 PTGES3 PTGIS PTGR1 PTGR2 PTGS1 PTGS2 PTPMT1 PTPN13 RAB14 RAB4A RAB5A RAN RGL1 RORA RUFY1 RXRA RXRB SACM1L SAMD8 SAR1B SBF1 SBF2 SC5D SCAP SCD SCD5 SCP2 SEC23A SEC24A SEC24B SEC24C SEC24D SELENOI SERPINA6 SGMS1 SGMS2 SGPL1 SGPP1 SGPP2 SIN3A SIN3B SLC10A1 SLC10A2 SLC22A5 SLC25A1 SLC25A17 SLC25A20 SLC27A1 SLC27A2 SLC27A3 SLC27A5 SLC44A1 SLC44A2 SLC44A3 SLC44A4 SLC44A5 SLC51A SLC51B SLCO1A2 SLCO1B1 SLCO1B3 SMARCD3 SMPD1 SMPD2 SMPD3 SMPD4 SP1 SPHK1 SPHK2 SPNS2 SPTLC1 SPTLC2 SPTLC3 SPTSSA SPTSSB SQLE SRD5A1 SRD5A2 SRD5A3 SREBF1 SREBF2 STAR STARD10 STARD3 STARD3NL STARD4 STARD5 STARD6 STARD7 STS SULT2A1 SUMF1 SUMF2 SUMO2 SYNJ1 SYNJ2 TAFAZZIN TBL1X TBL1XR1 TBXAS1 TECR TECRL TGS1 THEM4 THEM5 THRAP3 THRSP TIAM2 TM7SF2 TMEM86B TNFAIP8 TNFAIP8L1 TNFAIP8L2 TNFAIP8L3 TNFRSF21 TPTE TPTE2 TRIB3 TSPO TSPOAP1 TXNRD1 UBE2I UGCG UGT1A9 UGT8 VAC14 VAPA VAPB VDR REACTOME_METABOLISM_OF_NITRIC_OXIDE_NOS3_ACTIVATION_AND_REGULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_METABOLISM_OF_NITRIC_OXIDE_NOS3_ACTIVATION_AND_REGULATION AKT1 CALM1 CAV1 CYGB DDAH1 DNM2 HSP90AA1 LYPLA1 NOS3 NOSIP NOSTRIN SPR WASL ZDHHC21 REACTOME_METABOLISM_OF_NUCLEOTIDES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_METABOLISM_OF_NUCLEOTIDES ADA ADAL ADK ADPRM ADSL ADSS1 ADSS2 AGXT2 AK1 AK2 AK4 AK5 AK6 AK7 AK8 AK9 AMPD1 AMPD2 AMPD3 APRT ATIC CAD CDA CMPK1 CTPS1 CTPS2 DCK DCTD DCTPP1 DGUOK DHODH DNPH1 DPYD DPYS DTYMK DUT ENTPD1 ENTPD2 ENTPD3 ENTPD4 ENTPD5 ENTPD6 ENTPD7 ENTPD8 GART GDA GLRX GMPR GMPR2 GMPS GSR GUK1 HPRT1 IMPDH1 IMPDH2 ITPA NME1 NME2 NME3 NME4 NT5C NT5C1A NT5C1B NT5C2 NT5C3A NT5E NT5M NUDT1 NUDT13 NUDT15 NUDT16 NUDT18 NUDT5 NUDT9 PAICS PFAS PNP PPAT PUDP RRM1 RRM2 RRM2B SAMHD1 TK1 TK2 TXN TXNRD1 TYMP TYMS UCK1 UCK2 UCKL1 UMPS UPB1 UPP1 UPP2 XDH REACTOME_METABOLISM_OF_POLYAMINES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_METABOLISM_OF_POLYAMINES AGMAT AMD1 AZIN1 AZIN2 NQO1 OAZ1 OAZ2 OAZ3 ODC1 PAOX PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 SAT1 SEM1 SMOX SMS SRM REACTOME_METABOLISM_OF_PORPHYRINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_METABOLISM_OF_PORPHYRINS ABCC1 ABCC2 ABCG2 ALAD ALAS1 ALAS2 ALB BLVRA BLVRB COX10 COX15 CPOX FABP1 FECH FLVCR1 GSTA1 HMBS HMOX1 HMOX2 PPOX SLCO1B1 SLCO1B3 SLCO2B1 UGT1A1 UGT1A4 UROD UROS REACTOME_METABOLISM_OF_RNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_METABOLISM_OF_RNA A1CF AAAS ACIN1 ADAR ADARB1 ADAT1 ADAT2 ADAT3 AKT1 ALKBH8 ALYREF ANP32A APOBEC1 APOBEC2 APOBEC3A APOBEC3B APOBEC3C APOBEC3H APOBEC4 AQR BCAS2 BMS1 BOP1 BUD13 BUD23 BUD31 BYSL C1D C2orf49 C9orf78 CACTIN CASC3 CCAR1 CCDC12 CCNH CDC40 CDC5L CDK7 CDKAL1 CHERP CHTOP CLNS1A CLP1 CNOT1 CNOT10 CNOT11 CNOT2 CNOT3 CNOT4 CNOT6 CNOT6L CNOT7 CNOT8 CNOT9 CPSF1 CPSF2 CPSF3 CPSF4 CPSF6 CPSF7 CRNKL1 CSNK1D CSNK1E CSTF1 CSTF2 CSTF2T CSTF3 CTNNBL1 CTU1 CTU2 CWC15 CWC22 CWC25 CWC27 CWF19L2 DCAF13 DCP1A DCP1B DCP2 DCPS DDX1 DDX20 DDX21 DDX23 DDX39A DDX39B DDX41 DDX42 DDX46 DDX47 DDX49 DDX5 DDX52 DDX6 DHX15 DHX16 DHX35 DHX37 DHX38 DHX8 DHX9 DIMT1 DIS3 DKC1 DNAJC8 DUS2 EBNA1BP2 EDC3 EDC4 EFTUD2 EIF4A1 EIF4A2 EIF4A3 EIF4B EIF4E EIF4G1 ELAC2 ELAVL1 EMG1 EPRS1 ERCC2 ERCC3 ERI1 ETF1 EXOSC1 EXOSC10 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 FAM32A FAM50A FAM98B FASTK FASTKD2 FASTKD5 FAU FBL FCF1 FIP1L1 FTSJ1 FTSJ3 FUS FYTTD1 GAR1 GCFC2 GEMIN2 GEMIN4 GEMIN5 GEMIN6 GEMIN7 GEMIN8 GLE1 GNL3 GPATCH1 GPKOW GRSF1 GSPT1 GSPT2 GTF2F1 GTF2F2 GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 GTPBP3 HBS1L HEATR1 HNRNPA1 HNRNPA2B1 HNRNPA3 HNRNPC HNRNPD HNRNPF HNRNPH1 HNRNPH2 HNRNPK HNRNPL HNRNPM HNRNPR HNRNPU HSD17B10 HSPA1A HSPA8 HSPB1 HTATSF1 IGF2BP1 IGF2BP2 IGF2BP3 IK IMP3 IMP4 ISG20L2 ISY1 KHSRP KRR1 LAGE3 LAS1L LCMT2 LENG1 LRPPRC LSM1 LSM10 LSM11 LSM2 LSM3 LSM4 LSM5 LSM6 LSM7 LSM8 LTV1 LUC7L3 LUZP4 MAGOH MAGOHB MAPK11 MAPK14 MAPKAPK2 METTL1 METTL14 METTL3 MFAP1 MNAT1 MPHOSPH10 MPHOSPH6 MRM1 MRM2 MRM3 MT-RNR1 MT-RNR2 MTERF4 MTO1 MTREX NAT10 NCBP1 NCBP2 NCL NDC1 NHP2 NIP7 NKAP NOB1 NOC4L NOL11 NOL12 NOL6 NOL9 NOP10 NOP14 NOP2 NOP56 NOP58 NSRP1 NSUN2 NSUN4 NSUN6 NT5C3B NUDT21 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 NXF1 NXF2 NXF2B NXT1 OSGEP PABPC1 PABPN1 PAIP1 PAN2 PAN3 PAPOLA PARN PATL1 PCBP1 PCBP2 PCF11 PDCD11 PDCD7 PELP1 PES1 PHAX PHF5A PLRG1 PNN PNO1 PNPT1 PNRC2 POLDIP3 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L POM121 POM121C POP1 POP4 POP5 POP7 PPIE PPIG PPIH PPIL1 PPIL2 PPIL3 PPIL4 PPP1R8 PPP2CA PPP2R1A PPP2R2A PPWD1 PQBP1 PRCC PRKCA PRKCD PRKRIP1 PRMT5 PRORP PRPF18 PRPF19 PRPF3 PRPF31 PRPF38A PRPF4 PRPF40A PRPF4B PRPF6 PRPF8 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTBP1 PUF60 PUS1 PUS3 PUS7 PWP2 QTRT1 QTRT2 RAE1 RAN RANBP2 RBM10 RBM17 RBM22 RBM25 RBM28 RBM39 RBM42 RBM5 RBM7 RBM8A RBMX RBMX2 RCL1 REXO2 RIOK1 RIOK2 RIOK3 RNF113A RNGTT RNMT RNPC3 RNPS1 RPL10 RPL10A RPL10L RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL22L1 RPL23 RPL23A RPL24 RPL26 RPL26L1 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL36AL RPL37 RPL37A RPL38 RPL39 RPL39L RPL3L RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPP14 RPP21 RPP25 RPP30 RPP38 RPP40 RPPH1 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS7 RPS8 RPS9 RPSA RRP1 RRP36 RRP7A RRP9 RTCB RTRAF SAP18 SARNP SART1 SDE2 SEC13 SEH1L SEM1 SENP3 SET SF1 SF3A1 SF3A2 SF3A3 SF3B1 SF3B2 SF3B3 SF3B4 SF3B5 SF3B6 SKIC2 SKIC3 SKIC8 SLBP SLIRP SLU7 SMG1 SMG5 SMG6 SMG7 SMG8 SMG9 SMN1 SMN2 SMNDC1 SMU1 SNIP1 SNRNP200 SNRNP25 SNRNP27 SNRNP35 SNRNP40 SNRNP48 SNRNP70 SNRPA SNRPA1 SNRPB SNRPB2 SNRPC SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SNRPN SNU13 SNUPN SNW1 SRRM1 SRRM2 SRRT SRSF1 SRSF10 SRSF11 SRSF12 SRSF2 SRSF3 SRSF4 SRSF5 SRSF6 SRSF7 SRSF8 SRSF9 STEEP1 SUGP1 SUPT5H SUPV3L1 SYF2 SYMPK TBL3 TBRG4 TCERG1 TEX10 TFB1M TFIP11 TGS1 THADA THG1L THOC1 THOC2 THOC3 THOC5 THOC6 THOC7 THUMPD1 TNFSF13 TNKS1BP1 TNPO1 TP53RK TPR TPRKB TRA2B TRDMT1 TRIT1 TRMT1 TRMT10A TRMT10C TRMT11 TRMT112 TRMT12 TRMT13 TRMT44 TRMT5 TRMT6 TRMT61A TRMT61B TRMT9B TRMU TRNT1 TSEN15 TSEN2 TSEN34 TSEN54 TSR1 TSR3 TUT4 TUT7 TXNL4A TYW1 TYW3 TYW5 U2AF1 U2AF1L4 U2AF2 U2SURP UBA52 UBB UBC UBL5 UPF1 UPF2 UPF3A UPF3B URM1 USP39 UTP11 UTP14A UTP14C UTP15 UTP18 UTP20 UTP25 UTP3 UTP4 UTP6 WBP11 WBP4 WDR12 WDR18 WDR3 WDR33 WDR36 WDR4 WDR43 WDR46 WDR70 WDR75 WDR77 WTAP XAB2 XPO1 XPOT XRN1 XRN2 YBX1 YJU2 YWHAB YWHAZ ZBTB8OS ZC3H11A ZCRB1 ZFP36 ZFP36L1 ZMAT2 ZMAT5 ZNF473 ZNF830 ZRSR2 REACTOME_METABOLISM_OF_STEROIDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_METABOLISM_OF_STEROIDS ABCB11 ABCC3 ACACA ACACB ACAT2 ACOT8 ACOX2 AKR1B1 AKR1B15 AKR1C1 AKR1C2 AKR1C3 AKR1C4 AKR1D1 ALB AMACR ARV1 BAAT CARM1 CGA CH25H CHD9 CREBBP CUBN CYP11A1 CYP11B1 CYP11B2 CYP17A1 CYP19A1 CYP21A2 CYP24A1 CYP27A1 CYP27B1 CYP2R1 CYP39A1 CYP46A1 CYP51A1 CYP7A1 CYP7B1 CYP8B1 DHCR24 DHCR7 EBP ELOVL6 FABP6 FASN FDFT1 FDPS FDX1 FDX2 FDXR GC GGPS1 GPAM HELZ2 HMGCR HMGCS1 HSD11B1 HSD11B2 HSD17B1 HSD17B11 HSD17B12 HSD17B14 HSD17B2 HSD17B3 HSD17B4 HSD17B7 HSD3B1 HSD3B2 HSD3B7 IDI1 IDI2 INSIG1 INSIG2 KPNB1 LBR LDLRAP1 LGMN LHB LRP2 LSS MBTPS1 MBTPS2 MED1 MSMO1 MTF1 MVD MVK NCOA1 NCOA2 NCOA6 NFYA NFYB NFYC NR1H4 NSDHL OSBP OSBPL1A OSBPL2 OSBPL3 OSBPL6 OSBPL7 OSBPL9 PIAS4 PLPP6 PMVK POMC PPARA PTGIS RAN RXRA SAR1B SC5D SCAP SCD SCP2 SEC23A SEC24A SEC24B SEC24C SEC24D SERPINA6 SLC10A1 SLC10A2 SLC27A2 SLC27A5 SLC51A SLC51B SLCO1A2 SLCO1B1 SLCO1B3 SMARCD3 SP1 SQLE SRD5A1 SRD5A2 SRD5A3 SREBF1 SREBF2 STAR STARD3 STARD3NL STARD4 STARD5 STARD6 STS SUMO2 TBL1X TBL1XR1 TGS1 TM7SF2 TSPO TSPOAP1 UBE2I VDR REACTOME_METABOLISM_OF_STEROID_HORMONES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_METABOLISM_OF_STEROID_HORMONES AKR1B1 AKR1B15 CGA CYP11A1 CYP11B1 CYP11B2 CYP17A1 CYP19A1 CYP21A2 FDX1 FDX2 FDXR HSD11B1 HSD11B2 HSD17B1 HSD17B11 HSD17B12 HSD17B14 HSD17B2 HSD17B3 HSD3B1 HSD3B2 LHB POMC SERPINA6 SRD5A1 SRD5A2 SRD5A3 STAR STARD3 STARD3NL STARD4 STARD6 STS TSPO TSPOAP1 REACTOME_METABOLISM_OF_VITAMINS_AND_COFACTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_METABOLISM_OF_VITAMINS_AND_COFACTORS AASDHPPT ABCC1 ABCD4 ACACA ACACB ACP5 AGRN AKR1B10 AKR1C1 AKR1C3 AKR1C4 AKT1 ALDH1L1 ALDH1L2 AMN AOX1 APOA1 APOA2 APOA4 APOB APOC2 APOC3 APOE APOM BCO1 BCO2 BST1 BTD CALM1 CBLIF CD320 CD38 CLPS COASY COQ2 COQ3 COQ5 COQ6 COQ7 COQ9 CTRB1 CTRB2 CUBN CYB5A CYB5R3 CYP8B1 DCAKD DHFR DHFR2 ENPP1 ENPP2 ENPP3 FASN FLAD1 FOLR2 FPGS GCH1 GCHFR GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 GPHN GPIHBP1 GSTO1 GSTO2 HLCS HSP90AA1 HSPG2 IDH1 LDLR LDLRAP1 LMBRD1 LPL LRAT LRP1 LRP10 LRP12 LRP2 LRP8 MCCC1 MCCC2 MMAA MMAB MMACHC MMADHC MMUT MOCOS MOCS1 MOCS2 MOCS3 MTHFD1 MTHFD1L MTHFD2 MTHFD2L MTHFR MTHFS MTR MTRR NADK NADK2 NADSYN1 NAMPT NAPRT NAXD NAXE NFS1 NMNAT1 NMNAT2 NMNAT3 NMRK1 NMRK2 NNMT NOS3 NT5E NUDT12 NUDT8 PANK1 PANK2 PANK3 PANK4 PARP10 PARP14 PARP16 PARP4 PARP6 PARP8 PARP9 PC PCCA PCCB PDSS1 PDSS2 PDXK PDZD11 PLB1 PNLIP PNPO PPCDC PPCS PRKG2 PRSS1 PRSS3 PTGIS PTGS2 PTS QPRT RBP1 RBP2 RBP4 RDH11 RETSAT RFK RNLS SDC1 SDC2 SDC3 SDC4 SHMT1 SHMT2 SLC19A1 SLC19A2 SLC19A3 SLC22A13 SLC23A1 SLC23A2 SLC25A16 SLC25A19 SLC25A32 SLC25A42 SLC2A1 SLC2A3 SLC46A1 SLC52A1 SLC52A2 SLC52A3 SLC5A6 SLC5A8 SPR TCN1 TCN2 THTPA TPK1 TTPA TTR UBIAD1 VKORC1 VKORC1L1 VNN1 VNN2 REACTOME_METABOLISM_OF_WATER_SOLUBLE_VITAMINS_AND_COFACTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_METABOLISM_OF_WATER_SOLUBLE_VITAMINS_AND_COFACTORS AASDHPPT ABCC1 ABCD4 ACACA ACACB ACP5 ALDH1L1 ALDH1L2 AMN AOX1 BST1 BTD CBLIF CD320 CD38 COASY CTRB1 CTRB2 CUBN CYB5A CYB5R3 CYP8B1 DCAKD DHFR DHFR2 ENPP1 ENPP2 ENPP3 FASN FLAD1 FOLR2 FPGS GPHN GSTO1 GSTO2 HLCS LDLRAP1 LMBRD1 LRP2 MCCC1 MCCC2 MMAA MMAB MMACHC MMADHC MMUT MOCOS MOCS1 MOCS2 MOCS3 MTHFD1 MTHFD1L MTHFD2 MTHFD2L MTHFR MTHFS MTR MTRR NADK NADK2 NADSYN1 NAMPT NAPRT NAXD NAXE NFS1 NMNAT1 NMNAT2 NMNAT3 NMRK1 NMRK2 NNMT NT5E NUDT12 NUDT8 PANK1 PANK2 PANK3 PANK4 PARP10 PARP14 PARP16 PARP4 PARP6 PARP8 PARP9 PC PCCA PCCB PDXK PDZD11 PNPO PPCDC PPCS PRSS1 PRSS3 PTGIS PTGS2 QPRT RFK RNLS SHMT1 SHMT2 SLC19A1 SLC19A2 SLC19A3 SLC22A13 SLC23A1 SLC23A2 SLC25A16 SLC25A19 SLC25A32 SLC25A42 SLC2A1 SLC2A3 SLC46A1 SLC52A1 SLC52A2 SLC52A3 SLC5A6 SLC5A8 TCN1 TCN2 THTPA TPK1 VNN1 VNN2 REACTOME_METALLOPROTEASE_DUBS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_METALLOPROTEASE_DUBS ABRAXAS1 ABRAXAS2 BABAM1 BABAM2 BARD1 BRCA1 BRCC3 EP300 H2AC1 H2AC11 H2AC12 H2AC13 H2AC14 H2AC15 H2AC16 H2AC17 H2AC18 H2AC19 H2AC20 H2AC21 H2AC25 H2AC4 H2AC6 H2AC7 H2AC8 KAT2B MYSM1 NLRP3 PSMD14 RPS27A STAM STAMBP STAMBPL1 UBA52 UBB UBC UIMC1 REACTOME_METALLOTHIONEINS_BIND_METALS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_METALLOTHIONEINS_BIND_METALS MT1A MT1B MT1E MT1F MT1G MT1H MT1M MT1X MT2A MT3 MT4 REACTOME_METAL_ION_SLC_TRANSPORTERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_METAL_ION_SLC_TRANSPORTERS CP HEPH SLC11A1 SLC11A2 SLC30A1 SLC30A10 SLC30A2 SLC30A3 SLC30A5 SLC30A8 SLC31A1 SLC39A1 SLC39A10 SLC39A14 SLC39A2 SLC39A3 SLC39A4 SLC39A5 SLC39A6 SLC39A7 SLC39A8 SLC40A1 SLC41A1 SLC41A2 REACTOME_METAL_SEQUESTRATION_BY_ANTIMICROBIAL_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_METAL_SEQUESTRATION_BY_ANTIMICROBIAL_PROTEINS LCN2 LTF S100A7 S100A7A S100A8 S100A9 REACTOME_METHIONINE_SALVAGE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_METHIONINE_SALVAGE_PATHWAY ADI1 APIP ENOPH1 GOT1 MRI1 MTAP REACTOME_METHYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_METHYLATION AHCY AS3MT COMT CYP1A2 GSTO1 MAT1A MAT2A MAT2B MTR MTRR N6AMT1 NNMT TPMT TRMT112 REACTOME_MET_ACTIVATES_PI3K_AKT_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MET_ACTIVATES_PI3K_AKT_SIGNALING GAB1 GRB2 HGF MET PIK3CA PIK3R1 REACTOME_MET_ACTIVATES_PTK2_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MET_ACTIVATES_PTK2_SIGNALING COL11A1 COL11A2 COL1A1 COL1A2 COL24A1 COL27A1 COL2A1 COL3A1 COL5A1 COL5A2 COL5A3 FN1 HGF ITGA2 ITGA3 ITGB1 LAMA1 LAMA2 LAMA3 LAMA4 LAMA5 LAMB1 LAMB2 LAMB3 LAMC1 LAMC2 LAMC3 MET PTK2 SRC REACTOME_MET_ACTIVATES_PTPN11 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MET_ACTIVATES_PTPN11 GAB1 GRB2 HGF MET PTPN11 REACTOME_MET_ACTIVATES_RAP1_AND_RAC1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MET_ACTIVATES_RAP1_AND_RAC1 CRK CRKL DOCK7 GAB1 GRB2 HGF MET RAC1 RAP1A RAP1B RAPGEF1 REACTOME_MET_ACTIVATES_RAS_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MET_ACTIVATES_RAS_SIGNALING GRB2 HGF HRAS KRAS MET MUC20 NRAS RANBP10 RANBP9 SHC1 SOS1 REACTOME_MET_INTERACTS_WITH_TNS_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MET_INTERACTS_WITH_TNS_PROTEINS HGF ITGB1 MET TNS3 TNS4 REACTOME_MET_PROMOTES_CELL_MOTILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MET_PROMOTES_CELL_MOTILITY COL11A1 COL11A2 COL1A1 COL1A2 COL24A1 COL27A1 COL2A1 COL3A1 COL5A1 COL5A2 COL5A3 CRK CRKL DOCK7 FN1 GAB1 GRB2 HGF ITGA2 ITGA3 ITGB1 LAMA1 LAMA2 LAMA3 LAMA4 LAMA5 LAMB1 LAMB2 LAMB3 LAMC1 LAMC2 LAMC3 MET PTK2 RAC1 RAP1A RAP1B RAPGEF1 SRC TNS3 TNS4 REACTOME_MET_RECEPTOR_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MET_RECEPTOR_ACTIVATION HGF HGFAC HPN MET SPINT1 SPINT2 REACTOME_MET_RECEPTOR_RECYCLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MET_RECEPTOR_RECYCLING ARF6 CRK CRKL GAB1 GGA3 GRB2 HGF MET RAB4A RAB4B REACTOME_MHC_CLASS_II_ANTIGEN_PRESENTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MHC_CLASS_II_ANTIGEN_PRESENTATION ACTR10 ACTR1A ACTR1B AP1B1 AP1G1 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 ARF1 CANX CAPZA1 CAPZA2 CAPZA3 CAPZB CD74 CENPE CLTA CLTC CTSA CTSB CTSC CTSD CTSE CTSF CTSH CTSK CTSL CTSO CTSS CTSV DCTN1 DCTN2 DCTN3 DCTN4 DCTN5 DCTN6 DNM1 DNM2 DNM3 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 IFI30 KIF11 KIF15 KIF18A KIF20A KIF22 KIF23 KIF26A KIF2A KIF2B KIF2C KIF3A KIF3B KIF3C KIF4A KIF4B KIF5A KIF5B KIFAP3 KLC1 KLC2 KLC3 KLC4 LAG3 LGMN OSBPL1A RAB7A RACGAP1 RILP SAR1B SEC13 SEC23A SEC24A SEC24B SEC24C SEC24D SEC31A SH3GL2 SPTBN2 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B REACTOME_MICRORNA_MIRNA_BIOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MICRORNA_MIRNA_BIOGENESIS AGO1 AGO2 AGO3 AGO4 BCDIN3D DGCR8 DICER1 DROSHA MIR23B POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L PRKRA RAN TARBP2 XPO5 REACTOME_MINERALOCORTICOID_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MINERALOCORTICOID_BIOSYNTHESIS CGA CYP11B2 CYP21A2 HSD3B1 HSD3B2 LHB REACTOME_MIRO_GTPASE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MIRO_GTPASE_CYCLE MFN1 MFN2 MYO19 RAP1GDS1 RHOT1 RHOT2 TRAK1 TRAK2 REACTOME_MISCELLANEOUS_SUBSTRATES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MISCELLANEOUS_SUBSTRATES CYP2D6 CYP2S1 CYP2U1 CYP2W1 CYP3A43 CYP4A11 CYP4A22 CYP4B1 CYP4F11 CYP4F2 CYP4F22 CYP4F3 REACTOME_MISCELLANEOUS_TRANSPORT_AND_BINDING_EVENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MISCELLANEOUS_TRANSPORT_AND_BINDING_EVENTS ADD1 ADD2 ADD3 ANKH AZGP1 CSN1S1 CSN3 CTNS DMTN LRRC8A LRRC8B LRRC8C LRRC8D LRRC8E MAGT1 MMGT1 MRS2 NIPA1 NIPA2 NIPAL1 NIPAL2 NIPAL3 NIPAL4 PIP SLC66A1 TUSC3 REACTOME_MISMATCH_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MISMATCH_REPAIR EXO1 LIG1 MLH1 MSH2 MSH3 MSH6 PCNA PMS2 POLD1 POLD2 POLD3 POLD4 RPA1 RPA2 RPA3 REACTOME_MITOCHONDRIAL_BIOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MITOCHONDRIAL_BIOGENESIS ACSS2 ALAS1 APOO APOOL ATF2 ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5PB ATP5PD ATP5PF ATP5PO CALM1 CAMK4 CARM1 CHCHD3 CHCHD6 CHD9 CREB1 CREBBP CRTC1 CRTC2 CRTC3 CYCS DMAC2L DNAJC11 ESRRA GABPA GABPB1 GLUD1 GLUD2 HCFC1 HDAC3 HELZ2 HSPA9 IDH2 IMMT MAPK11 MAPK12 MAPK14 MED1 MEF2C MEF2D MICOS10 MICOS13 MT-ATP6 MT-ATP8 MTERF1 MTX1 MTX2 NCOA1 NCOA2 NCOA6 NCOR1 NR1D1 NRF1 PERM1 POLG2 POLRMT PPARA PPARGC1A PPARGC1B PPRC1 PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 RXRA SAMM50 SIRT3 SIRT4 SIRT5 SMARCD3 SOD2 SSBP1 TBL1X TBL1XR1 TFAM TFB1M TFB2M TGS1 TMEM11 TWNK USP46 REACTOME_MITOCHONDRIAL_CALCIUM_ION_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MITOCHONDRIAL_CALCIUM_ION_TRANSPORT AFG3L2 AKAP1 LETM1 MAIP1 MCU MCUB MICU1 MICU2 MICU3 PARL PHB1 PHB2 PMPCA PMPCB SLC8A3 SLC8B1 SMDT1 SPG7 STOML2 VDAC1 VDAC2 VDAC3 YME1L1 REACTOME_MITOCHONDRIAL_FATTY_ACID_BETA_OXIDATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MITOCHONDRIAL_FATTY_ACID_BETA_OXIDATION ACAA2 ACAD10 ACAD11 ACADL ACADM ACADS ACADVL ACBD6 ACBD7 ACOT1 ACOT11 ACOT12 ACOT13 ACOT2 ACOT7 ACOT9 ACSF2 ACSM3 ACSM6 DBI DECR1 ECHS1 ECI1 HADH HADHA HADHB MCAT MCEE MECR MMAA MMUT NDUFAB1 PCCA PCCB PCTP THEM4 THEM5 REACTOME_MITOCHONDRIAL_FATTY_ACID_BETA_OXIDATION_OF_SATURATED_FATTY_ACIDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MITOCHONDRIAL_FATTY_ACID_BETA_OXIDATION_OF_SATURATED_FATTY_ACIDS ACADL ACADM ACADS ACADVL ACSM3 ACSM6 ECHS1 HADH HADHA HADHB MECR REACTOME_MITOCHONDRIAL_FATTY_ACID_BETA_OXIDATION_OF_UNSATURATED_FATTY_ACIDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MITOCHONDRIAL_FATTY_ACID_BETA_OXIDATION_OF_UNSATURATED_FATTY_ACIDS ACADL ACADM DECR1 ECI1 HADHA HADHB REACTOME_MITOCHONDRIAL_IRON_SULFUR_CLUSTER_BIOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MITOCHONDRIAL_IRON_SULFUR_CLUSTER_BIOGENESIS FDX1 FDX2 FDXR FXN GLRX5 HSCB ISCA1 ISCA2 ISCU LYRM4 NFS1 SLC25A28 SLC25A37 REACTOME_MITOCHONDRIAL_PROTEIN_IMPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MITOCHONDRIAL_PROTEIN_IMPORT ACO2 ATP5F1A ATP5F1B ATP5MC1 BCS1L CHCHD10 CHCHD2 CHCHD3 CHCHD4 CHCHD5 CHCHD7 CMC2 CMC4 COA4 COA6 COQ2 COX17 COX19 CS CYC1 DNAJC19 FXN GFER GRPEL1 GRPEL2 HSCB HSPA9 HSPD1 IDH3G LDHD MTX1 MTX2 NDUFB8 OTC PAM16 PITRM1 PMPCA PMPCB SAMM50 SLC25A12 SLC25A13 SLC25A4 SLC25A6 TAFAZZIN TIMM10 TIMM10B TIMM13 TIMM17A TIMM17B TIMM21 TIMM22 TIMM23 TIMM44 TIMM50 TIMM8A TIMM8B TIMM9 TOMM20 TOMM22 TOMM40 TOMM5 TOMM6 TOMM7 TOMM70 VDAC1 REACTOME_MITOCHONDRIAL_RNA_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MITOCHONDRIAL_RNA_DEGRADATION FASTK FASTKD2 FASTKD5 GRSF1 LRPPRC MT-RNR1 MT-RNR2 PNPT1 REXO2 SLIRP SUPV3L1 TBRG4 REACTOME_MITOCHONDRIAL_TRANSLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MITOCHONDRIAL_TRANSLATION AURKAIP1 CHCHD1 DAP3 ERAL1 GADD45GIP1 GFM1 GFM2 MRPL1 MRPL10 MRPL11 MRPL12 MRPL13 MRPL14 MRPL15 MRPL16 MRPL17 MRPL18 MRPL19 MRPL2 MRPL20 MRPL21 MRPL22 MRPL23 MRPL24 MRPL27 MRPL28 MRPL3 MRPL30 MRPL32 MRPL33 MRPL34 MRPL35 MRPL36 MRPL37 MRPL38 MRPL39 MRPL4 MRPL40 MRPL41 MRPL42 MRPL43 MRPL44 MRPL45 MRPL46 MRPL47 MRPL48 MRPL49 MRPL50 MRPL51 MRPL52 MRPL53 MRPL54 MRPL55 MRPL57 MRPL58 MRPL9 MRPS10 MRPS11 MRPS12 MRPS14 MRPS15 MRPS16 MRPS17 MRPS18A MRPS18B MRPS18C MRPS2 MRPS21 MRPS22 MRPS23 MRPS24 MRPS25 MRPS26 MRPS27 MRPS28 MRPS30 MRPS31 MRPS33 MRPS34 MRPS35 MRPS36 MRPS5 MRPS6 MRPS7 MRPS9 MRRF MT-RNR1 MT-RNR2 MTFMT MTIF2 MTIF3 MTRF1L OXA1L PTCD3 TSFM TUFM REACTOME_MITOCHONDRIAL_TRNA_AMINOACYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MITOCHONDRIAL_TRNA_AMINOACYLATION AARS2 CARS2 DARS2 EARS2 FARS2 GARS1 HARS2 IARS2 KARS1 LARS2 MARS2 NARS2 PARS2 PPA2 QARS1 RARS2 SARS2 TARS2 VARS2 WARS2 YARS2 REACTOME_MITOCHONDRIAL_UNCOUPLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MITOCHONDRIAL_UNCOUPLING PM20D1 SLC25A14 SLC25A27 UCP1 UCP2 UCP3 REACTOME_MITOPHAGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MITOPHAGY ATG12 ATG5 CSNK2A1 CSNK2A2 CSNK2B FUNDC1 MAP1LC3A MAP1LC3B MFN1 MFN2 MTERF3 PGAM5 PINK1 PRKN RPS27A SQSTM1 SRC TOMM20 TOMM22 TOMM40 TOMM5 TOMM6 TOMM7 TOMM70 UBA52 UBB UBC ULK1 VDAC1 REACTOME_MITOTIC_G1_PHASE_AND_G1_S_TRANSITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MITOTIC_G1_PHASE_AND_G1_S_TRANSITION ABL1 AKT1 AKT2 AKT3 CABLES1 CCNA1 CCNA2 CCNB1 CCND1 CCND2 CCND3 CCNE1 CCNE2 CCNH CDC25A CDC45 CDC6 CDC7 CDK1 CDK2 CDK4 CDK6 CDK7 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CDKN2D CDT1 CKS1B CUL1 DBF4 DHFR DYRK1A E2F1 E2F2 E2F3 E2F4 E2F5 E2F6 FBXO5 GMNN HDAC1 JAK2 LIN37 LIN52 LIN54 LIN9 LYN MAX MCM10 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 MNAT1 MYBL2 MYC ORC1 ORC2 ORC3 ORC4 ORC5 ORC6 PCNA POLA1 POLA2 POLE POLE2 POLE3 POLE4 PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R2A PPP2R3B PRIM1 PRIM2 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMB1 PSMB10 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSMF1 PTK6 RB1 RBBP4 RBL1 RBL2 RPA1 RPA2 RPA3 RPA4 RPS27A RRM2 SEM1 SKP1 SKP2 SRC TFDP1 TFDP2 TK1 TOP2A TYMS UBA52 UBB UBC WEE1 REACTOME_MITOTIC_G2_G2_M_PHASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MITOTIC_G2_G2_M_PHASES ACTR1A AJUBA AKAP9 ALMS1 AURKA BORA BTRC CCNA1 CCNA2 CCNB1 CCNB2 CCNH CCP110 CDC25A CDC25B CDC25C CDK1 CDK11A CDK11B CDK2 CDK5RAP2 CDK7 CDKN1A CENPF CENPJ CEP131 CEP135 CEP152 CEP164 CEP192 CEP250 CEP290 CEP41 CEP43 CEP57 CEP63 CEP70 CEP72 CEP76 CEP78 CETN2 CKAP5 CLASP1 CNTRL CSNK1D CSNK1E CUL1 DCTN1 DCTN2 DCTN3 DYNC1H1 DYNC1I2 DYNLL1 E2F1 E2F3 EP300 FBXL18 FBXL7 FBXW11 FKBPL FOXM1 GTSE1 HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HMMR HSP90AA1 HSP90AB1 LCMT1 LIN37 LIN52 LIN54 LIN9 MAPRE1 MNAT1 MYBL2 MZT1 MZT2A MZT2B NDE1 NEDD1 NEK2 NINL NME7 ODF2 OFD1 OPTN PAFAH1B1 PCM1 PCNT PHLDA1 PKMYT1 PLK1 PLK4 PPME1 PPP1CB PPP1R12A PPP1R12B PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R2A PPP2R3B PRKACA PRKAR2B PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RAB8A RBBP4 RBX1 RPS27A SDCCAG8 SEM1 SFI1 SKP1 SSNA1 TP53 TPX2 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B TUBG1 TUBG2 TUBGCP2 TUBGCP3 TUBGCP4 TUBGCP5 TUBGCP6 UBA52 UBB UBC WEE1 XPO1 YWHAE YWHAG REACTOME_MITOTIC_METAPHASE_AND_ANAPHASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MITOTIC_METAPHASE_AND_ANAPHASE AHCTF1 ANAPC1 ANAPC10 ANAPC11 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 ANKLE2 AURKB B9D2 BANF1 BIRC5 BUB1 BUB1B BUB3 CC2D1B CCNB1 CCNB2 CDC16 CDC20 CDC23 CDC26 CDC27 CDCA5 CDCA8 CDK1 CENPA CENPC CENPE CENPF CENPH CENPI CENPK CENPL CENPM CENPN CENPO CENPP CENPQ CENPS CENPT CENPU CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP6 CHMP7 CKAP5 CLASP1 CLASP2 CLIP1 DSN1 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 EMD ERCC6L ESPL1 FBXO5 HDAC8 INCENP IST1 ITGB3BP KIF18A KIF2A KIF2B KIF2C KNL1 KNTC1 KPNB1 LBR LEMD2 LEMD3 LMNA LMNB1 MAD1L1 MAD2L1 MAPRE1 MIS12 NDC1 NDC80 NDE1 NDEL1 NSL1 NUDC NUF2 NUP107 NUP133 NUP155 NUP160 NUP188 NUP205 NUP35 NUP37 NUP43 NUP54 NUP58 NUP62 NUP85 NUP93 NUP98 PAFAH1B1 PDS5A PDS5B PLK1 PMF1 POM121 PPP1CC PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R2A PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTTG1 RAD21 RAN RANBP2 RANGAP1 RCC1 RCC2 RPS27 RPS27A SEC13 SEH1L SEM1 SGO1 SGO2 SIRT2 SKA1 SKA2 SMC1A SMC3 SPAST SPC24 SPC25 SPDL1 STAG1 STAG2 SUMO1 TAOK1 TMPO TNPO1 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B UBA52 UBB UBC UBE2C UBE2D1 UBE2E1 UBE2I UBE2S VPS4A VRK1 VRK2 WAPL XPO1 ZW10 ZWILCH ZWINT REACTOME_MITOTIC_PROMETAPHASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MITOTIC_PROMETAPHASE ACTR1A AHCTF1 AKAP9 ALMS1 AURKB B9D2 BIRC5 BUB1 BUB1B BUB3 CCNB1 CCNB2 CCP110 CDC20 CDCA5 CDCA8 CDK1 CDK5RAP2 CENPA CENPC CENPE CENPF CENPH CENPI CENPJ CENPK CENPL CENPM CENPN CENPO CENPP CENPQ CENPS CENPT CENPU CEP131 CEP135 CEP152 CEP164 CEP192 CEP250 CEP290 CEP41 CEP43 CEP57 CEP63 CEP70 CEP72 CEP76 CEP78 CETN2 CKAP5 CLASP1 CLASP2 CLIP1 CNTRL CSNK1D CSNK1E CSNK2A1 CSNK2A2 CSNK2B DCTN1 DCTN2 DCTN3 DSN1 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 EML4 ERCC6L HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HDAC8 HSP90AA1 INCENP ITGB3BP KIF18A KIF2A KIF2B KIF2C KNL1 KNTC1 MAD1L1 MAD2L1 MAPRE1 MIS12 MZT1 MZT2A MZT2B NCAPD2 NCAPG NCAPH NDC80 NDE1 NDEL1 NEDD1 NEK2 NEK6 NEK7 NEK9 NINL NME7 NSL1 NUDC NUF2 NUMA1 NUP107 NUP133 NUP160 NUP37 NUP43 NUP85 NUP98 ODF2 OFD1 PAFAH1B1 PCM1 PCNT PDS5A PDS5B PLK1 PLK4 PMF1 PPP1CC PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PRKACA PRKAR2B RAD21 RANBP2 RANGAP1 RCC2 RPS27 SDCCAG8 SEC13 SEH1L SFI1 SGO1 SGO2 SKA1 SKA2 SMC1A SMC2 SMC3 SMC4 SPC24 SPC25 SPDL1 SSNA1 STAG1 STAG2 TAOK1 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B TUBG1 TUBG2 TUBGCP2 TUBGCP3 TUBGCP4 TUBGCP5 TUBGCP6 WAPL XPO1 YWHAE YWHAG ZW10 ZWILCH ZWINT REACTOME_MITOTIC_PROPHASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MITOTIC_PROPHASE AAAS ARPP19 BANF1 BLZF1 CCNB1 CCNB2 CDK1 CNEP1R1 CTDNEP1 EMD ENSA GOLGA2 GORASP1 GORASP2 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3-4 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 KMT5A LEMD2 LEMD3 LMNA LMNB1 LPIN1 LPIN2 LPIN3 MAPK1 MAPK3 MASTL MCPH1 NCAPD3 NCAPG2 NCAPH2 NDC1 NEK6 NEK7 NEK9 NUMA1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 PHF8 PLK1 POM121 POM121C PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R2D PRKCA PRKCB RAB1A RAB1B RAB2A RAE1 RANBP2 RB1 SEC13 SEH1L SET SMC2 SMC4 TMPO TPR USO1 VRK1 VRK2 REACTOME_MITOTIC_SPINDLE_CHECKPOINT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MITOTIC_SPINDLE_CHECKPOINT AHCTF1 ANAPC1 ANAPC10 ANAPC11 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 AURKB B9D2 BIRC5 BUB1 BUB1B BUB3 CDC16 CDC20 CDC23 CDC26 CDC27 CDCA8 CENPA CENPC CENPE CENPF CENPH CENPI CENPK CENPL CENPM CENPN CENPO CENPP CENPQ CENPS CENPT CENPU CKAP5 CLASP1 CLASP2 CLIP1 DSN1 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 ERCC6L INCENP ITGB3BP KIF18A KIF2A KIF2B KIF2C KNL1 KNTC1 MAD1L1 MAD2L1 MAPRE1 MIS12 NDC80 NDE1 NDEL1 NSL1 NUDC NUF2 NUP107 NUP133 NUP160 NUP37 NUP43 NUP85 NUP98 PAFAH1B1 PLK1 PMF1 PPP1CC PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E RANBP2 RANGAP1 RCC2 RPS27 SEC13 SEH1L SGO1 SGO2 SKA1 SKA2 SPC24 SPC25 SPDL1 TAOK1 UBE2C UBE2D1 UBE2E1 UBE2S XPO1 ZW10 ZWILCH ZWINT REACTOME_MITOTIC_TELOPHASE_CYTOKINESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MITOTIC_TELOPHASE_CYTOKINESIS KIF20A KIF23 MAU2 NIPBL PDS5A PDS5B PLK1 RAD21 SMC1A SMC3 STAG1 STAG2 WAPL REACTOME_MODULATION_BY_MTB_OF_HOST_IMMUNE_SYSTEM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MODULATION_BY_MTB_OF_HOST_IMMUNE_SYSTEM B2M MRC1 RPS27A TLR2 UBA52 UBB UBC REACTOME_MOLECULES_ASSOCIATED_WITH_ELASTIC_FIBRES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MOLECULES_ASSOCIATED_WITH_ELASTIC_FIBRES BMP10 BMP2 BMP4 BMP7 EFEMP1 EFEMP2 ELN EMILIN1 EMILIN2 EMILIN3 FBLN1 FBLN2 FBLN5 FBN1 FBN2 FBN3 FN1 GDF5 ITGA8 ITGAV ITGB1 ITGB3 ITGB5 ITGB6 ITGB8 LTBP1 LTBP2 LTBP3 LTBP4 MFAP2 MFAP3 MFAP4 MFAP5 TGFB1 TGFB2 TGFB3 VTN REACTOME_MOLYBDENUM_COFACTOR_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MOLYBDENUM_COFACTOR_BIOSYNTHESIS GPHN MOCOS MOCS1 MOCS2 MOCS3 NFS1 REACTOME_MRNA_CAPPING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MRNA_CAPPING CCNH CDK7 ERCC2 ERCC3 GTF2F1 GTF2F2 GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 MNAT1 NCBP1 NCBP2 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L RNGTT RNMT SUPT5H REACTOME_MRNA_DECAY_BY_3_TO_5_EXORIBONUCLEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MRNA_DECAY_BY_3_TO_5_EXORIBONUCLEASE DCPS DIS3 EXOSC1 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 HBS1L NT5C3B SKIC2 SKIC3 SKIC8 REACTOME_MRNA_DECAY_BY_5_TO_3_EXORIBONUCLEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MRNA_DECAY_BY_5_TO_3_EXORIBONUCLEASE DCP1A DCP1B DCP2 DDX6 EDC3 EDC4 LSM1 LSM2 LSM3 LSM4 LSM5 LSM6 LSM7 PATL1 XRN1 REACTOME_MRNA_EDITING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MRNA_EDITING A1CF ADAR ADARB1 APOBEC1 APOBEC2 APOBEC3A APOBEC3B APOBEC3C APOBEC3H APOBEC4 REACTOME_MRNA_EDITING_C_TO_U_CONVERSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MRNA_EDITING_C_TO_U_CONVERSION A1CF APOBEC1 APOBEC2 APOBEC3A APOBEC3B APOBEC3C APOBEC3H APOBEC4 REACTOME_MRNA_SPLICING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MRNA_SPLICING ACIN1 ALYREF AQR BCAS2 BUD13 BUD31 C9orf78 CACTIN CASC3 CCAR1 CCDC12 CDC40 CDC5L CHERP CRNKL1 CTNNBL1 CWC15 CWC22 CWC25 CWC27 CWF19L2 DDX23 DDX39B DDX41 DDX42 DDX46 DDX5 DHX15 DHX16 DHX35 DHX38 DHX8 DHX9 DNAJC8 EFTUD2 EIF4A3 FAM32A FAM50A FUS GCFC2 GPATCH1 GPKOW GTF2F1 GTF2F2 HNRNPA1 HNRNPA2B1 HNRNPA3 HNRNPC HNRNPD HNRNPF HNRNPH1 HNRNPH2 HNRNPK HNRNPL HNRNPM HNRNPR HNRNPU HSPA8 HTATSF1 IK ISY1 LENG1 LSM2 LSM3 LSM4 LSM5 LSM6 LSM7 LSM8 LUC7L3 MAGOH MAGOHB MFAP1 MTREX NCBP1 NCBP2 NKAP NSRP1 PCBP1 PCBP2 PDCD7 PHF5A PLRG1 PNN POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L PPIE PPIG PPIH PPIL1 PPIL2 PPIL3 PPIL4 PPP1R8 PPWD1 PQBP1 PRCC PRKRIP1 PRPF18 PRPF19 PRPF3 PRPF31 PRPF38A PRPF4 PRPF40A PRPF4B PRPF6 PRPF8 PTBP1 PUF60 RBM10 RBM17 RBM22 RBM25 RBM39 RBM42 RBM5 RBM7 RBM8A RBMX RBMX2 RNF113A RNPC3 RNPS1 SAP18 SART1 SDE2 SF1 SF3A1 SF3A2 SF3A3 SF3B1 SF3B2 SF3B3 SF3B4 SF3B5 SF3B6 SLU7 SMNDC1 SMU1 SNIP1 SNRNP200 SNRNP25 SNRNP27 SNRNP35 SNRNP40 SNRNP48 SNRNP70 SNRPA SNRPA1 SNRPB SNRPB2 SNRPC SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SNRPN SNU13 SNW1 SRRM1 SRRM2 SRRT SRSF1 SRSF10 SRSF11 SRSF12 SRSF2 SRSF3 SRSF4 SRSF5 SRSF6 SRSF7 SRSF8 SRSF9 STEEP1 SUGP1 SYF2 TCERG1 TFIP11 TRA2B TXNL4A U2AF1 U2AF1L4 U2AF2 U2SURP UBL5 UPF3B USP39 WBP11 WBP4 WDR70 XAB2 YBX1 YJU2 ZCRB1 ZMAT2 ZMAT5 ZNF830 ZRSR2 REACTOME_MRNA_SPLICING_MINOR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MRNA_SPLICING_MINOR_PATHWAY DDX23 DDX42 EFTUD2 GTF2F1 GTF2F2 NCBP1 NCBP2 PDCD7 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L PRPF6 PRPF8 RNPC3 SF3B1 SF3B2 SF3B3 SF3B4 SF3B5 SF3B6 SNRNP200 SNRNP25 SNRNP35 SNRNP40 SNRNP48 SNRPB SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SRSF1 SRSF2 SRSF6 SRSF7 TXNL4A YBX1 ZCRB1 ZMAT5 ZRSR2 REACTOME_MTORC1_MEDIATED_SIGNALLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MTORC1_MEDIATED_SIGNALLING AKT1S1 EEF2K EIF4B EIF4E EIF4EBP1 EIF4G1 FKBP1A LAMTOR1 LAMTOR2 LAMTOR3 LAMTOR4 LAMTOR5 MLST8 MTOR RHEB RPS6 RPS6KB1 RPTOR RRAGA RRAGB RRAGC RRAGD SLC38A9 YWHAB REACTOME_MTOR_SIGNALLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MTOR_SIGNALLING AKT1 AKT1S1 AKT2 CAB39 CAB39L EEF2K EIF4B EIF4E EIF4EBP1 EIF4G1 FKBP1A LAMTOR1 LAMTOR2 LAMTOR3 LAMTOR4 LAMTOR5 MLST8 MTOR PPM1A PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 RHEB RPS6 RPS6KB1 RPTOR RRAGA RRAGB RRAGC RRAGD SLC38A9 STK11 STRADA STRADB TSC1 TSC2 YWHAB REACTOME_MUCOPOLYSACCHARIDOSES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MUCOPOLYSACCHARIDOSES ARSB GALNS GLB1 GNS GUSB HGSNAT HYAL1 IDS IDUA NAGLU SGSH REACTOME_MULTIFUNCTIONAL_ANION_EXCHANGERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MULTIFUNCTIONAL_ANION_EXCHANGERS SLC26A1 SLC26A11 SLC26A2 SLC26A3 SLC26A4 SLC26A6 SLC26A7 SLC26A9 SLC5A12 REACTOME_MUSCARINIC_ACETYLCHOLINE_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MUSCARINIC_ACETYLCHOLINE_RECEPTORS CHRM1 CHRM2 CHRM3 CHRM4 CHRM5 REACTOME_MUSCLE_CONTRACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MUSCLE_CONTRACTION ABCC9 ACTA1 ACTA2 ACTC1 ACTG2 ACTN2 ACTN3 AHCYL1 AKAP9 ALDH2 ANXA1 ANXA2 ANXA6 ASPH ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP1B1 ATP1B2 ATP1B3 ATP2A1 ATP2A2 ATP2A3 ATP2B1 ATP2B2 ATP2B3 ATP2B4 CACNA1C CACNA1G CACNA1H CACNA1I CACNA2D2 CACNB1 CACNB2 CACNG4 CACNG6 CACNG7 CACNG8 CALD1 CALM1 CAMK2A CAMK2B CAMK2D CAMK2G CASQ1 CASQ2 CAV3 CES1 CLIC2 CORIN DES DMD DMPK DYSF FGF11 FGF12 FGF13 FGF14 FKBP1B FXYD1 FXYD2 FXYD3 FXYD4 FXYD6 FXYD7 GATA4 GUCY1A1 GUCY1A2 GUCY1B1 HIPK1 HIPK2 ITGA1 ITGB5 ITPR1 ITPR2 ITPR3 KAT2B KCNA5 KCND1 KCND2 KCND3 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNH2 KCNIP1 KCNIP2 KCNIP3 KCNIP4 KCNJ11 KCNJ12 KCNJ14 KCNJ2 KCNJ4 KCNK1 KCNK10 KCNK12 KCNK13 KCNK15 KCNK16 KCNK17 KCNK18 KCNK2 KCNK3 KCNK4 KCNK5 KCNK6 KCNK7 KCNK9 KCNQ1 LMOD1 MME MYBPC1 MYBPC2 MYBPC3 MYH11 MYH3 MYH6 MYH8 MYL1 MYL10 MYL11 MYL12A MYL12B MYL2 MYL3 MYL4 MYL5 MYL6 MYL6B MYL7 MYL9 MYLK NEB NKX2-5 NOS1 NPPA NPPC NPR1 NPR2 ORAI1 ORAI2 PAK1 PAK2 PDE5A PLN PRKACA PXN RANGRF RYR1 RYR2 RYR3 SCN10A SCN11A SCN1A SCN1B SCN2A SCN2B SCN3A SCN3B SCN4A SCN4B SCN5A SCN7A SCN8A SCN9A SLC8A1 SLC8A2 SLC8A3 SLN SORBS1 SORBS3 SRI STIM1 TBX5 TCAP TLN1 TMOD1 TMOD2 TMOD3 TMOD4 TNNC1 TNNC2 TNNI1 TNNI2 TNNI3 TNNT1 TNNT2 TNNT3 TPM1 TPM2 TPM3 TPM4 TRDN TRIM72 TRPC1 TTN VCL VIM WWTR1 REACTOME_MYD88_INDEPENDENT_TLR4_CASCADE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MYD88_INDEPENDENT_TLR4_CASCADE AGER ALPK1 APP ATF1 ATF2 BIRC2 BIRC3 BTRC CASP8 CD14 CHUK CREB1 CUL1 DUSP3 DUSP4 DUSP6 DUSP7 ELK1 FADD FBXW11 FOS HMGB1 IKBIP IKBKB IKBKE IKBKG IRAK1 IRAK2 IRF3 IRF7 JUN LRRC14 LY96 MAP2K1 MAP2K3 MAP2K4 MAP2K6 MAP2K7 MAP3K7 MAP3K8 MAPK1 MAPK10 MAPK11 MAPK14 MAPK3 MAPK7 MAPK8 MAPK9 MAPKAPK2 MAPKAPK3 MEF2A MEF2C N4BP1 NFKB1 NFKB2 NFKBIA NFKBIB NKIRAS1 NKIRAS2 NLRC5 NLRX1 NOD1 NOD2 PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5D PTPN11 RELA RIPK1 RIPK2 RIPK3 RPS27A RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA5 S100A12 S100B SAA1 SARM1 SKP1 TAB1 TAB2 TAB3 TANK TBK1 TICAM1 TICAM2 TIFA TLR4 TNIP2 TP53 TRAF2 TRAF3 TRAF6 UBA52 UBB UBC UBE2D1 UBE2D2 UBE2D3 UBE2N UBE2V1 USP14 USP18 VRK3 REACTOME_MYOCLONIC_EPILEPSY_OF_LAFORA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MYOCLONIC_EPILEPSY_OF_LAFORA EPM2A GYG1 GYS1 NHLRC1 PPP1R3C RPS27A UBA52 UBB UBC REACTOME_MYOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MYOGENESIS ABL1 BNIP2 BOC CDC42 CDH15 CDH2 CDH4 CDON CTNNA1 CTNNA2 CTNNB1 MAP2K6 MAPK11 MAPK12 MAPK14 MEF2A MEF2B MEF2C MEF2D MYF5 MYF6 MYOD1 MYOG NEO1 NTN3 SPAG9 TCF12 TCF3 TCF4 REACTOME_M_DECAY_DEGRADATION_OF_MATERNAL_MRNAS_BY_MATERNALLY_STORED_FACTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_M_DECAY_DEGRADATION_OF_MATERNAL_MRNAS_BY_MATERNALLY_STORED_FACTORS AGO2 BTG4 CNOT1 CNOT10 CNOT11 CNOT2 CNOT3 CNOT4 CNOT6 CNOT6L CNOT7 CNOT8 CNOT9 DICER1 EIF4A1 EIF4A2 EIF4A3 EIF4B EIF4E EIF4G1 ELOC FGF8 NOBOX PABPC1 PABPN1L PADI6 PAIP1 PAIP2 POLR2D RPS2 TNKS1BP1 ZFP36L2 ZP2 REACTOME_M_PHASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_M_PHASE AAAS ACTR1A AHCTF1 AKAP9 ALMS1 ANAPC1 ANAPC10 ANAPC11 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 ANKLE2 ARPP19 AURKB B9D2 BANF1 BIRC5 BLZF1 BUB1 BUB1B BUB3 CC2D1B CCNB1 CCNB2 CCP110 CDC16 CDC20 CDC23 CDC26 CDC27 CDCA5 CDCA8 CDK1 CDK5RAP2 CENPA CENPC CENPE CENPF CENPH CENPI CENPJ CENPK CENPL CENPM CENPN CENPO CENPP CENPQ CENPS CENPT CENPU CEP131 CEP135 CEP152 CEP164 CEP192 CEP250 CEP290 CEP41 CEP43 CEP57 CEP63 CEP70 CEP72 CEP76 CEP78 CETN2 CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP6 CHMP7 CKAP5 CLASP1 CLASP2 CLIP1 CNEP1R1 CNTRL CSNK1D CSNK1E CSNK2A1 CSNK2A2 CSNK2B CTDNEP1 DCTN1 DCTN2 DCTN3 DSN1 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 EMD EML4 ENSA ERCC6L ESPL1 FBXO5 GOLGA2 GORASP1 GORASP2 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3-4 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HDAC8 HSP90AA1 INCENP IST1 ITGB3BP KIF18A KIF20A KIF23 KIF2A KIF2B KIF2C KMT5A KNL1 KNTC1 KPNB1 LBR LEMD2 LEMD3 LMNA LMNB1 LPIN1 LPIN2 LPIN3 MAD1L1 MAD2L1 MAPK1 MAPK3 MAPRE1 MASTL MAU2 MCPH1 MIS12 MZT1 MZT2A MZT2B NCAPD2 NCAPD3 NCAPG NCAPG2 NCAPH NCAPH2 NDC1 NDC80 NDE1 NDEL1 NEDD1 NEK2 NEK6 NEK7 NEK9 NINL NIPBL NME7 NSL1 NUDC NUF2 NUMA1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 ODF2 OFD1 PAFAH1B1 PCM1 PCNT PDS5A PDS5B PHF8 PLK1 PLK4 PMF1 POM121 POM121C PPP1CC PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R2A PPP2R2D PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PRKACA PRKAR2B PRKCA PRKCB PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTTG1 RAB1A RAB1B RAB2A RAD21 RAE1 RAN RANBP2 RANGAP1 RB1 RCC1 RCC2 RPS27 RPS27A SDCCAG8 SEC13 SEH1L SEM1 SET SFI1 SGO1 SGO2 SIRT2 SKA1 SKA2 SMC1A SMC2 SMC3 SMC4 SPAST SPC24 SPC25 SPDL1 SSNA1 STAG1 STAG2 SUMO1 TAOK1 TMPO TNPO1 TPR TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B TUBG1 TUBG2 TUBGCP2 TUBGCP3 TUBGCP4 TUBGCP5 TUBGCP6 UBA52 UBB UBC UBE2C UBE2D1 UBE2E1 UBE2I UBE2S USO1 VPS4A VRK1 VRK2 WAPL XPO1 YWHAE YWHAG ZW10 ZWILCH ZWINT REACTOME_NADE_MODULATES_DEATH_SIGNALLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NADE_MODULATES_DEATH_SIGNALLING BEX3 CASP2 CASP3 NGF NGFR YWHAE REACTOME_NA_CL_DEPENDENT_NEUROTRANSMITTER_TRANSPORTERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NA_CL_DEPENDENT_NEUROTRANSMITTER_TRANSPORTERS SLC18A1 SLC18A2 SLC22A1 SLC22A2 SLC6A1 SLC6A11 SLC6A12 SLC6A13 SLC6A14 SLC6A15 SLC6A18 SLC6A19 SLC6A2 SLC6A20 SLC6A3 SLC6A5 SLC6A6 SLC6A7 SLC6A9 REACTOME_NCAM1_INTERACTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NCAM1_INTERACTIONS AGRN ARTN CACNA1C CACNA1D CACNA1G CACNA1H CACNA1I CACNA1S CACNB1 CACNB2 CACNB3 CACNB4 CNTN2 COL2A1 COL3A1 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL5A1 COL5A2 COL5A3 COL6A1 COL6A2 COL6A3 COL6A5 COL6A6 COL9A1 COL9A2 COL9A3 GDNF GFRA1 GFRA2 GFRA4 NCAM1 NCAN NRTN PRNP PSPN ST8SIA2 ST8SIA4 REACTOME_NCAM_SIGNALING_FOR_NEURITE_OUT_GROWTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NCAM_SIGNALING_FOR_NEURITE_OUT_GROWTH AGRN ARTN CACNA1C CACNA1D CACNA1G CACNA1H CACNA1I CACNA1S CACNB1 CACNB2 CACNB3 CACNB4 CNTN2 COL2A1 COL3A1 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL5A1 COL5A2 COL5A3 COL6A1 COL6A2 COL6A3 COL6A5 COL6A6 COL9A1 COL9A2 COL9A3 CREB1 FGFR1 FYN GDNF GFRA1 GFRA2 GFRA4 GRB2 HRAS KRAS MAPK1 MAPK3 NCAM1 NCAN NRAS NRTN PRNP PSPN PTK2 PTPRA RPS6KA5 SOS1 SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 SRC ST8SIA2 ST8SIA4 REACTOME_NECTIN_NECL_TRANS_HETERODIMERIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NECTIN_NECL_TRANS_HETERODIMERIZATION CADM1 CADM3 NECTIN1 NECTIN2 NECTIN3 NECTIN4 PVR REACTOME_NEDDYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NEDDYLATION AMER1 ANKRD9 ASB1 ASB10 ASB11 ASB12 ASB13 ASB14 ASB15 ASB16 ASB17 ASB18 ASB2 ASB3 ASB4 ASB5 ASB6 ASB7 ASB8 ASB9 BIRC5 BRCA1 BTBD1 BTBD6 BTRC CAND1 CCDC22 CCDC8 CCNF CDKN1A CISH COMMD1 COMMD10 COMMD2 COMMD3 COMMD4 COMMD5 COMMD6 COMMD7 COMMD8 COMMD9 COP1 COPS2 COPS3 COPS4 COPS5 COPS6 COPS7A COPS7B COPS8 CUL1 CUL2 CUL3 CUL4A CUL4B CUL5 CUL7 CUL9 DCAF10 DCAF11 DCAF13 DCAF16 DCAF17 DCAF4 DCAF5 DCAF6 DCAF7 DCAF8 DCUN1D1 DCUN1D2 DCUN1D3 DCUN1D4 DCUN1D5 DDA1 DDB1 DDB2 DPP3 DTL ELOB ELOC EPAS1 ERCC8 FBXL12 FBXL13 FBXL14 FBXL15 FBXL16 FBXL18 FBXL19 FBXL20 FBXL22 FBXL3 FBXL4 FBXL5 FBXL7 FBXL8 FBXO10 FBXO11 FBXO15 FBXO17 FBXO2 FBXO21 FBXO22 FBXO27 FBXO30 FBXO31 FBXO32 FBXO4 FBXO40 FBXO41 FBXO44 FBXO6 FBXO7 FBXO9 FBXW10 FBXW11 FBXW12 FBXW2 FBXW4 FBXW5 FBXW7 FBXW8 FBXW9 FEM1A FEM1B FEM1C GAN GPS1 HIF1A HIF3A KBTBD13 KBTBD6 KBTBD7 KBTBD8 KCTD6 KCTD7 KEAP1 KLHL11 KLHL13 KLHL2 KLHL20 KLHL21 KLHL22 KLHL25 KLHL3 KLHL41 KLHL42 KLHL5 KLHL9 LMO7 LRR1 LRRC41 MUL1 NAE1 NEDD8 NEURL2 NFE2L2 NPLOC4 NUB1 OBSL1 PALB2 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PUM2 RBBP5 RBBP7 RBX1 RNF7 RPS27A SEM1 SENP8 SKP1 SKP2 SOCS2 SOCS3 SOCS5 SOCS6 SPSB1 SPSB2 SPSB3 SPSB4 SQSTM1 TULP4 UBA3 UBA52 UBB UBC UBD UBE2D1 UBE2D2 UBE2D3 UBE2F UBE2M UBXN7 UCHL3 UFD1 VCP VHL WDR5 WDTC1 WSB1 WSB2 ZBTB16 REACTOME_NEF_AND_SIGNAL_TRANSDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NEF_AND_SIGNAL_TRANSDUCTION CD247 DOCK2 ELMO1 FYN HCK LCK PAK2 RAC1 REACTOME_NEF_MEDIATED_CD4_DOWN_REGULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NEF_MEDIATED_CD4_DOWN_REGULATION AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 ARF1 ATP6V1H CD4 LCK REACTOME_NEF_MEDIATED_CD8_DOWN_REGULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NEF_MEDIATED_CD8_DOWN_REGULATION AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 ATP6V1H CD8B REACTOME_NEF_MEDIATED_DOWNREGULATION_OF_MHC_CLASS_I_COMPLEX_CELL_SURFACE_EXPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NEF_MEDIATED_DOWNREGULATION_OF_MHC_CLASS_I_COMPLEX_CELL_SURFACE_EXPRESSION AP1B1 AP1G1 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 B2M HLA-A PACS1 REACTOME_NEF_MEDIATES_DOWN_MODULATION_OF_CELL_SURFACE_RECEPTORS_BY_RECRUITING_THEM_TO_CLATHRIN_ADAPTERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NEF_MEDIATES_DOWN_MODULATION_OF_CELL_SURFACE_RECEPTORS_BY_RECRUITING_THEM_TO_CLATHRIN_ADAPTERS AP1B1 AP1G1 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 ARF1 ATP6V1H B2M CD28 CD4 CD8B HLA-A LCK PACS1 REACTOME_NEGATIVE_EPIGENETIC_REGULATION_OF_RRNA_EXPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NEGATIVE_EPIGENETIC_REGULATION_OF_RRNA_EXPRESSION ARID4B BAZ2A CCNH CDK7 DNMT1 DNMT3B ERCC2 ERCC3 GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HDAC1 HDAC2 MBD2 MNAT1 POLR1A POLR1B POLR1C POLR1D POLR1E POLR1F POLR1G POLR1H POLR2E POLR2F POLR2H POLR2K POLR2L RRP8 SAP130 SAP18 SAP30 SAP30BP SAP30L SIN3A SIN3B SIRT1 SMARCA5 SUDS3 SUV39H1 TAF1A TAF1B TAF1C TAF1D TBP TTF1 UBTF REACTOME_NEGATIVE_FEEDBACK_REGULATION_OF_MAPK_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NEGATIVE_FEEDBACK_REGULATION_OF_MAPK_PATHWAY BRAF MAP2K1 MAP2K2 MAPK1 MAPK3 RAF1 REACTOME_NEGATIVE_REGULATION_OF_ACTIVITY_OF_TFAP2_AP_2_FAMILY_TRANSCRIPTION_FACTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NEGATIVE_REGULATION_OF_ACTIVITY_OF_TFAP2_AP_2_FAMILY_TRANSCRIPTION_FACTORS KCTD1 KCTD15 SUMO1 TFAP2A TFAP2B TFAP2C TFAP2D TFAP2E UBE2I WWOX REACTOME_NEGATIVE_REGULATION_OF_FGFR1_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NEGATIVE_REGULATION_OF_FGFR1_SIGNALING ANOS1 BRAF CBL FGF1 FGF10 FGF17 FGF2 FGF20 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF8 FGF9 FGFR1 FRS2 GRB2 KL MAPK1 MAPK3 MKNK1 PPP2CA PPP2CB PPP2R1A PTPN11 RPS27A SPRY2 SRC UBA52 UBB UBC REACTOME_NEGATIVE_REGULATION_OF_FGFR2_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NEGATIVE_REGULATION_OF_FGFR2_SIGNALING BRAF CBL FGF1 FGF10 FGF16 FGF17 FGF18 FGF2 FGF20 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR2 FRS2 GRB2 MAPK1 MAPK3 MKNK1 PPP2CA PPP2CB PPP2R1A PTPN11 RPS27A SPRY2 SRC UBA52 UBB UBC REACTOME_NEGATIVE_REGULATION_OF_FGFR3_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NEGATIVE_REGULATION_OF_FGFR3_SIGNALING BRAF CBL FGF1 FGF16 FGF17 FGF18 FGF2 FGF20 FGF23 FGF4 FGF5 FGF8 FGF9 FGFR3 FRS2 GRB2 MAPK1 MAPK3 MKNK1 PPP2CA PPP2CB PPP2R1A PTPN11 RPS27A SPRY2 SRC UBA52 UBB UBC REACTOME_NEGATIVE_REGULATION_OF_FGFR4_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NEGATIVE_REGULATION_OF_FGFR4_SIGNALING BRAF CBL FGF1 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF23 FGF4 FGF6 FGF8 FGF9 FGFR4 FRS2 GRB2 KLB MAPK1 MAPK3 MKNK1 PPP2CA PPP2CB PPP2R1A PTPN11 RPS27A SPRY2 SRC UBA52 UBB UBC REACTOME_NEGATIVE_REGULATION_OF_FLT3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NEGATIVE_REGULATION_OF_FLT3 ABL2 CBL CSK FLT3 FLT3LG PTPRJ RPS27A SH2B3 SLA SLA2 SOCS2 SOCS6 UBA52 UBB UBC REACTOME_NEGATIVE_REGULATION_OF_MAPK_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NEGATIVE_REGULATION_OF_MAPK_PATHWAY ARAF BRAF BRAP DUSP1 DUSP10 DUSP16 DUSP2 DUSP4 DUSP5 DUSP6 DUSP7 DUSP8 DUSP9 HRAS KRAS KSR1 MAP2K1 MAP2K2 MAPK1 MAPK12 MAPK3 MARK3 NRAS PAQR3 PEBP1 PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PPP5C PTPN3 PTPN7 RAF1 RPS27A UBA52 UBB UBC YWHAB REACTOME_NEGATIVE_REGULATION_OF_MET_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NEGATIVE_REGULATION_OF_MET_ACTIVITY CBL EPS15 GRB2 HGF HGS LRIG1 MET PTPN1 PTPN2 PTPRJ RPS27A SH3GL1 SH3GL2 SH3GL3 SH3KBP1 STAM STAM2 UBA52 UBB UBC USP8 REACTOME_NEGATIVE_REGULATION_OF_NMDA_RECEPTOR_MEDIATED_NEURONAL_TRANSMISSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NEGATIVE_REGULATION_OF_NMDA_RECEPTOR_MEDIATED_NEURONAL_TRANSMISSION ACTN2 CALM1 CAMK1 CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 DLG1 DLG2 DLG3 DLG4 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D LRRC7 NEFL PPM1E PPM1F REACTOME_NEGATIVE_REGULATION_OF_NOTCH4_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NEGATIVE_REGULATION_OF_NOTCH4_SIGNALING AKT1 CUL1 FBXW7 NOTCH4 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMB1 PSMB10 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSMF1 RBX1 RPS27A SEM1 SKP1 TACC3 UBA52 UBB UBC YWHAZ REACTOME_NEGATIVE_REGULATION_OF_TCF_DEPENDENT_SIGNALING_BY_DVL_INTERACTING_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NEGATIVE_REGULATION_OF_TCF_DEPENDENT_SIGNALING_BY_DVL_INTERACTING_PROTEINS CCDC88C CXXC4 DVL1 DVL2 DVL3 REACTOME_NEGATIVE_REGULATION_OF_TCF_DEPENDENT_SIGNALING_BY_WNT_LIGAND_ANTAGONISTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NEGATIVE_REGULATION_OF_TCF_DEPENDENT_SIGNALING_BY_WNT_LIGAND_ANTAGONISTS DKK1 DKK2 DKK4 KREMEN1 KREMEN2 LRP5 LRP6 SFRP1 SFRP2 SOST WIF1 WNT3A WNT4 WNT5A WNT9A REACTOME_NEGATIVE_REGULATION_OF_THE_PI3K_AKT_NETWORK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NEGATIVE_REGULATION_OF_THE_PI3K_AKT_NETWORK AKT1 AKT2 AKT3 AREG BTC CD19 CD28 CD80 CD86 EGF EGFR EPGN ERBB2 ERBB3 ERBB4 EREG ESR1 ESR2 FGF1 FGF10 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFR4 FLT3 FLT3LG FRS2 FYN GAB1 GAB2 GRB2 HBEGF HGF ICOS IER3 IL1RAP IL1RL1 IL33 INS INSR IRAK1 IRAK4 IRS1 IRS2 KIT KITLG KL KLB LCK MAPK1 MAPK3 MET MYD88 NRG1 NRG2 NRG3 NRG4 PDGFA PDGFB PDGFRA PDGFRB PHLPP1 PHLPP2 PIK3AP1 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PIP4K2A PIP4K2B PIP4K2C PIP5K1A PIP5K1B PIP5K1C PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PTEN PTPN11 RAC1 RAC2 RHOG SRC STRN TGFA THEM4 TRAF6 TRAT1 TRIB3 VAV1 REACTOME_NEGATIVE_REGULATORS_OF_DDX58_IFIH1_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NEGATIVE_REGULATORS_OF_DDX58_IFIH1_SIGNALING ATG12 ATG5 CYLD HERC5 IFIH1 IKBKE IRF3 ISG15 ITCH MAVS NLRC5 NLRX1 OTUD5 PCBP2 PIN1 RIGI RNF125 RNF135 RNF216 RPS27A TAX1BP1 TBK1 TNFAIP3 TRAF3 TRIM25 TRIM4 UBA52 UBA7 UBB UBC UBE2D1 UBE2D2 UBE2D3 UBE2K UBE2L6 REACTOME_NEPHRIN_FAMILY_INTERACTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NEPHRIN_FAMILY_INTERACTIONS ACTN1 ACTN2 ACTN3 ACTN4 CASK CD2AP FYN IQGAP1 KIRREL1 KIRREL2 KIRREL3 MAGI2 NCK1 NCK2 NPHS1 NPHS2 PIK3CA PIK3CB PIK3R1 PIK3R2 SPTAN1 SPTBN1 WASL REACTOME_NERVOUS_SYSTEM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NERVOUS_SYSTEM_DEVELOPMENT ABL1 ABL2 ABLIM1 ABLIM2 ABLIM3 ACTB ACTG1 ACTR2 ACTR3 ADAM10 ADGRG6 ADGRV1 AGAP2 AGRN AKAP5 ALCAM ANK1 ANK2 ANK3 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 APH1A APH1B ARHGAP35 ARHGAP39 ARHGEF11 ARHGEF12 ARHGEF28 ARHGEF7 ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 ARTN CACNA1C CACNA1D CACNA1G CACNA1H CACNA1I CACNA1S CACNB1 CACNB2 CACNB3 CACNB4 CAP1 CAP2 CASC3 CD24 CD72 CDC42 CDK5 CDK5R1 CFL1 CHL1 CLASP1 CLASP2 CLTA CLTB CLTC CLTCL1 CNTN1 CNTN2 CNTN6 CNTNAP1 COL2A1 COL3A1 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL5A1 COL5A2 COL5A3 COL6A1 COL6A2 COL6A3 COL6A5 COL6A6 COL9A1 COL9A2 COL9A3 CREB1 CRMP1 CSNK2A1 CSNK2A2 CSNK2B CUL2 CXCL12 CXCR4 CYP51A1 DAB1 DAG1 DCC DCX DLG1 DLG3 DLG4 DNM1 DNM2 DNM3 DOCK1 DOK1 DOK2 DOK4 DOK5 DOK6 DPYSL2 DPYSL3 DPYSL4 DPYSL5 DRP2 DSCAM DSCAML1 EFNA1 EFNA2 EFNA3 EFNA4 EFNA5 EFNB1 EFNB2 EFNB3 EGFR EGR2 EIF4A3 EIF4G1 ELOB ELOC ENAH EPHA1 EPHA10 EPHA2 EPHA3 EPHA4 EPHA5 EPHA6 EPHA7 EPHA8 EPHB1 EPHB2 EPHB3 EPHB4 EPHB6 ERBB2 ETF1 EVL EZR FARP2 FAU FES FGFR1 FLRT3 FRS2 FYN GAB1 GAB2 GAP43 GDNF GFRA1 GFRA2 GFRA3 GFRA4 GIT1 GJB1 GPC1 GRB10 GRB2 GRB7 GRIN1 GRIN2B GSK3B GSPT1 GSPT2 HDAC2 HJV HMGCR HOXA2 HRAS HSP90AA1 HSP90AB1 HSPA8 IRS2 ISL1 ITGA1 ITGA10 ITGA2 ITGA2B ITGA5 ITGA9 ITGAV ITGB1 ITGB3 ITSN1 KALRN KCNQ2 KCNQ3 KIF4A KIF4B KRAS L1CAM LAMA1 LAMA2 LAMB1 LAMC1 LDB1 LHX2 LHX3 LHX4 LHX9 LIMK1 LIMK2 LYN LYPLA2 MAG MAGOH MAGOHB MAP2K1 MAP2K2 MAPK1 MAPK11 MAPK12 MAPK13 MAPK14 MAPK3 MAPK7 MAPK8 MBP MET MMP2 MMP9 MPZ MSI1 MSN MYH10 MYH11 MYH14 MYH9 MYL12A MYL12B MYL6 MYL9 MYO10 MYO9B NAB1 NAB2 NCAM1 NCAN NCBP1 NCBP2 NCK1 NCK2 NCSTN NELL2 NEO1 NFASC NGEF NRAS NRCAM NRP1 NRP2 NRTN NTN1 NTN4 NUMB PABPC1 PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 PDLIM7 PFN1 PFN2 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PIP5K1C PITPNA PLCG1 PLXNA1 PLXNA2 PLXNA3 PLXNA4 PLXNB1 PLXNB3 PLXNC1 PLXND1 PMP22 POU3F1 POU3F2 PPP3CB PRKACA PRKACB PRKACG PRKAR2A PRKCA PRKCQ PRNP PRX PSEN1 PSEN2 PSENEN PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PSPN PTK2 PTPN11 PTPRA PTPRC RAC1 RANBP9 RAP1GAP RASA1 RBM8A RBX1 RDX RELN RET RGMA RGMB RHOA RHOB RHOC RND1 RNPS1 ROBO1 ROBO2 ROBO3 ROCK1 ROCK2 RPL10 RPL10A RPL10L RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL22L1 RPL23 RPL23A RPL24 RPL26 RPL26L1 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL36AL RPL37 RPL37A RPL38 RPL39 RPL39L RPL3L RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA4 RPS6KA5 RPS6KA6 RPS7 RPS8 RPS9 RPSA RRAS SCD5 SCN10A SCN11A SCN1A SCN1B SCN2A SCN2B SCN3A SCN3B SCN4A SCN4B SCN5A SCN7A SCN8A SCN9A SDC2 SDCBP SEM1 SEMA3A SEMA3E SEMA4A SEMA4D SEMA5A SEMA6A SEMA6D SEMA7A SH3GL2 SH3KBP1 SHC1 SHC3 SHTN1 SIAH1 SIAH2 SLIT1 SLIT2 SLIT3 SMARCA4 SOS1 SOS2 SOX10 SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 SRC SREBF2 SRGAP1 SRGAP2 SRGAP3 ST8SIA2 ST8SIA4 TEAD1 TIAM1 TLN1 TREM2 TRIO TRPC1 TRPC3 TRPC4 TRPC5 TRPC6 TRPC7 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B TYROBP UBA52 UBB UBC UNC5A UNC5B UNC5C UNC5D UPF2 UPF3A UPF3B USP33 UTRN VASP VAV2 VAV3 VLDLR WASL WWTR1 YAP1 YES1 ZSWIM8 REACTOME_NETRIN_1_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NETRIN_1_SIGNALING ABLIM1 ABLIM2 ABLIM3 AGAP2 CDC42 DCC DOCK1 DSCAM DSCAML1 EZR FYN HJV MAPK11 MAPK12 MAPK13 MAPK14 MAPK8 MYO10 NCK1 NEO1 NTN1 NTN4 PAK1 PITPNA PLCG1 PRKCQ PTK2 PTPN11 RAC1 RGMA RGMB ROBO1 SIAH1 SIAH2 SLIT1 SLIT2 SLIT3 SRC TRIO TRPC1 TRPC3 TRPC4 TRPC5 TRPC6 TRPC7 UNC5A UNC5B UNC5C UNC5D WASL REACTOME_NETRIN_MEDIATED_REPULSION_SIGNALS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NETRIN_MEDIATED_REPULSION_SIGNALS DCC NTN1 PTPN11 SRC UNC5A UNC5B UNC5C UNC5D REACTOME_NEUREXINS_AND_NEUROLIGINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NEUREXINS_AND_NEUROLIGINS APBA1 APBA2 APBA3 BEGAIN CASK DBNL DLG2 DLG3 DLG4 DLGAP1 DLGAP2 DLGAP3 DLGAP4 EPB41 EPB41L1 EPB41L2 EPB41L3 EPB41L5 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRM1 GRM5 HOMER1 HOMER2 HOMER3 LIN7A LIN7B LIN7C LRRTM1 LRRTM2 LRRTM3 LRRTM4 NLGN1 NLGN2 NLGN3 NLGN4X NLGN4Y NRXN1 NRXN2 NRXN3 PDLIM5 SHANK1 SHANK2 SHARPIN SIPA1L1 STX1A STXBP1 SYT1 SYT10 SYT12 SYT2 SYT7 SYT9 REACTOME_NEUROFASCIN_INTERACTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NEUROFASCIN_INTERACTIONS ANK1 CNTN1 CNTNAP1 DCX NFASC NRCAM SDCBP REACTOME_NEURONAL_SYSTEM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NEURONAL_SYSTEM ABAT ABCC8 ABCC9 ACHE ACTN2 ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 AKAP5 ALDH2 ALDH5A1 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 APBA1 APBA2 APBA3 ARHGEF7 ARHGEF9 ARL6IP5 BCHE BEGAIN CACNA1A CACNA1B CACNA1E CACNA2D2 CACNA2D3 CACNB1 CACNB2 CACNB3 CACNB4 CACNG2 CACNG3 CACNG4 CACNG8 CALM1 CAMK1 CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 CAMKK1 CAMKK2 CASK CHAT CHRNA1 CHRNA2 CHRNA3 CHRNA4 CHRNA5 CHRNA6 CHRNA7 CHRNA9 CHRNB2 CHRNB3 CHRNB4 CHRND CHRNE CHRNG COMT CPLX1 CREB1 DBNL DLG1 DLG2 DLG3 DLG4 DLGAP1 DLGAP2 DLGAP3 DLGAP4 DNAJC5 EPB41 EPB41L1 EPB41L2 EPB41L3 EPB41L5 ERBB4 FLOT1 FLOT2 GABBR1 GABBR2 GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRB1 GABRB2 GABRB3 GABRG2 GABRG3 GABRQ GABRR1 GABRR2 GABRR3 GAD1 GAD2 GIT1 GJA10 GJC1 GJD2 GLRA1 GLRA2 GLRA3 GLRB GLS GLS2 GLUL GNAI1 GNAI2 GNAI3 GNAL GNAT3 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 GRIA1 GRIA2 GRIA3 GRIA4 GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B GRIP1 GRIP2 GRM1 GRM5 HCN1 HCN2 HCN3 HCN4 HOMER1 HOMER2 HOMER3 HRAS HSPA8 HTR3A HTR3B HTR3C HTR3D HTR3E IL1RAP IL1RAPL1 IL1RAPL2 KCNA1 KCNA10 KCNA2 KCNA3 KCNA4 KCNA5 KCNA6 KCNA7 KCNAB1 KCNAB2 KCNAB3 KCNB1 KCNB2 KCNC1 KCNC2 KCNC3 KCNC4 KCND1 KCND2 KCND3 KCNF1 KCNG1 KCNG2 KCNG3 KCNG4 KCNH1 KCNH2 KCNH3 KCNH4 KCNH5 KCNH6 KCNH7 KCNH8 KCNJ1 KCNJ10 KCNJ11 KCNJ12 KCNJ14 KCNJ15 KCNJ16 KCNJ2 KCNJ3 KCNJ4 KCNJ5 KCNJ6 KCNJ8 KCNJ9 KCNK1 KCNK10 KCNK13 KCNK16 KCNK17 KCNK18 KCNK2 KCNK3 KCNK4 KCNK6 KCNK7 KCNK9 KCNMA1 KCNMB1 KCNMB2 KCNMB3 KCNMB4 KCNN1 KCNN2 KCNN3 KCNN4 KCNQ1 KCNQ2 KCNQ3 KCNQ4 KCNQ5 KCNS1 KCNS2 KCNS3 KCNV1 KCNV2 KIF17 KPNA2 KRAS LIN7A LIN7B LIN7C LRFN1 LRFN2 LRFN3 LRFN4 LRRC4B LRRC51 LRRC7 LRRTM1 LRRTM2 LRRTM3 LRRTM4 LRTOMT MAOA MAPK1 MAPK3 MAPT MDM2 MYO6 NAAA NBEA NCALD NEFL NLGN1 NLGN2 NLGN3 NLGN4X NLGN4Y NPTN NRAS NRG1 NRGN NRXN1 NRXN2 NRXN3 NSF NTRK3 PANX1 PANX2 PDLIM5 PDPK1 PICK1 PLCB1 PLCB2 PLCB3 PPFIA1 PPFIA2 PPFIA3 PPFIA4 PPFIBP1 PPFIBP2 PPM1E PPM1F PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKACA PRKACB PRKACG PRKAG1 PRKAG2 PRKAG3 PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCA PRKCB PRKCG PRKX PTPRD PTPRF PTPRS RAB3A RAC1 RASGRF1 RASGRF2 RIMS1 RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA6 RTN3 SHANK1 SHANK2 SHARPIN SIPA1L1 SLC17A7 SLC18A2 SLC18A3 SLC1A1 SLC1A2 SLC1A3 SLC1A6 SLC1A7 SLC22A1 SLC22A2 SLC32A1 SLC38A1 SLC38A2 SLC5A7 SLC6A1 SLC6A11 SLC6A12 SLC6A13 SLC6A3 SLC6A4 SLITRK1 SLITRK2 SLITRK3 SLITRK4 SLITRK5 SLITRK6 SNAP25 SRC STX1A STXBP1 SYN1 SYN2 SYN3 SYT1 SYT10 SYT12 SYT2 SYT7 SYT9 TSPAN7 TSPOAP1 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B UNC13B VAMP2 REACTOME_NEUROTOXICITY_OF_CLOSTRIDIUM_TOXINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NEUROTOXICITY_OF_CLOSTRIDIUM_TOXINS SNAP25 STX1A STX1B SV2A SV2B SV2C SYT1 SYT2 VAMP1 VAMP2 REACTOME_NEUROTRANSMITTER_CLEARANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NEUROTRANSMITTER_CLEARANCE ACHE ALDH2 BCHE COMT LRRC51 LRTOMT MAOA SLC22A1 SLC22A2 SLC6A3 SLC6A4 REACTOME_NEUROTRANSMITTER_RECEPTORS_AND_POSTSYNAPTIC_SIGNAL_TRANSMISSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NEUROTRANSMITTER_RECEPTORS_AND_POSTSYNAPTIC_SIGNAL_TRANSMISSION ACTN2 ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 AKAP5 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 APBA1 ARHGEF7 ARHGEF9 CACNG2 CACNG3 CACNG4 CACNG8 CALM1 CAMK1 CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 CAMKK1 CAMKK2 CASK CHRNA1 CHRNA2 CHRNA3 CHRNA4 CHRNA5 CHRNA6 CHRNA7 CHRNA9 CHRNB2 CHRNB3 CHRNB4 CHRND CHRNE CHRNG CREB1 DLG1 DLG2 DLG3 DLG4 EPB41L1 ERBB4 GABBR1 GABBR2 GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRB1 GABRB2 GABRB3 GABRG2 GABRG3 GABRQ GABRR1 GABRR2 GABRR3 GIT1 GLRA1 GLRA2 GLRA3 GLRB GNAI1 GNAI2 GNAI3 GNAL GNAT3 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 GRIA1 GRIA2 GRIA3 GRIA4 GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B GRIP1 GRIP2 HRAS HTR3A HTR3B HTR3C HTR3D HTR3E KCNJ10 KCNJ12 KCNJ15 KCNJ16 KCNJ2 KCNJ3 KCNJ4 KCNJ5 KCNJ6 KCNJ9 KIF17 KPNA2 KRAS LIN7A LIN7B LIN7C LRRC7 MAPK1 MAPK3 MAPT MDM2 MYO6 NBEA NCALD NEFL NPTN NRAS NRG1 NRGN NSF PDPK1 PICK1 PLCB1 PLCB2 PLCB3 PPM1E PPM1F PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKACA PRKACB PRKACG PRKAG1 PRKAG2 PRKAG3 PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCA PRKCB PRKCG PRKX RAC1 RASGRF1 RASGRF2 RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA6 SRC TSPAN7 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B REACTOME_NEUROTRANSMITTER_RELEASE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NEUROTRANSMITTER_RELEASE_CYCLE ABAT ALDH5A1 APBA1 ARL6IP5 CASK CHAT CPLX1 DNAJC5 GAD1 GAD2 GLS GLS2 HSPA8 LIN7A LIN7B LIN7C MAOA NAAA PPFIA1 PPFIA2 PPFIA3 PPFIA4 RAB3A RIMS1 SLC17A7 SLC18A2 SLC18A3 SLC1A1 SLC1A2 SLC1A3 SLC1A6 SLC1A7 SLC22A1 SLC22A2 SLC32A1 SLC38A2 SLC5A7 SLC6A1 SLC6A11 SLC6A12 SLC6A13 SNAP25 STX1A STXBP1 SYN1 SYN2 SYN3 SYT1 TSPOAP1 UNC13B VAMP2 REACTOME_NEUTROPHIL_DEGRANULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NEUTROPHIL_DEGRANULATION A1BG ABCA13 ACAA1 ACLY ACP3 ACTR10 ACTR1B ACTR2 ADA2 ADAM10 ADAM8 ADGRE3 ADGRE5 ADGRG3 AGA AGL AGPAT2 AHSG ALAD ALDH3B1 ALDOA ALDOC ALOX5 AMPD3 ANO6 ANPEP ANXA2 AOC1 AP1M1 AP2A2 APAF1 APEH APRT ARG1 ARHGAP45 ARHGAP9 ARL8A ARMC8 ARPC5 ARSA ARSB ASAH1 ATAD3B ATG7 ATP11A ATP11B ATP6AP2 ATP6V0A1 ATP6V0C ATP6V1D ATP8A1 ATP8B4 AZU1 B2M B4GALT1 BIN2 BPI BRI3 BST1 BST2 C1orf35 C3 C3AR1 C5AR1 C6orf120 CAB39 CALML5 CAMP CAND1 CANT1 CAP1 CAPN1 CAT CCT2 CCT8 CD14 CD177 CD300A CD33 CD36 CD44 CD47 CD53 CD55 CD58 CD59 CD63 CD68 CD93 CDA CDK13 CEACAM1 CEACAM3 CEACAM6 CEACAM8 CEP290 CFD CFP CHI3L1 CHIT1 CHRNB4 CKAP4 CLEC12A CLEC4C CLEC4D CLEC5A CMTM6 CNN2 COMMD3 COMMD9 COPB1 COTL1 CPNE1 CPNE3 CPPED1 CR1 CRACR2A CREG1 CRISP3 CRISPLD2 CSNK2B CST3 CSTB CTSA CTSB CTSC CTSD CTSG CTSH CTSS CTSZ CXCL1 CXCR1 CXCR2 CYB5R3 CYBA CYBB CYFIP1 CYSTM1 DBNL DDOST DDX3X DEFA1 DEFA1B DEFA4 DEGS1 DERA DGAT1 DIAPH1 DNAJC13 DNAJC3 DNAJC5 DNASE1L1 DOCK2 DOK3 DPP7 DSC1 DSG1 DSN1 DSP DYNC1H1 DYNC1LI1 DYNLL1 DYNLT1 EEF1A1 EEF2 ELANE ENPP4 EPX ERP44 FABP5 FAF2 FCAR FCER1G FCGR2A FCGR3B FCN1 FGL2 FGR FLG2 FOLR3 FPR1 FPR2 FRK FRMPD3 FTH1 FTL FUCA1 FUCA2 GAA GALNS GCA GDI2 GGH GHDC GLA GLB1 GLIPR1 GM2A GMFG GNS GOLGA7 GPI GPR84 GRN GSDMD GSN GSTP1 GUSB GYG1 HBB HEBP2 HEXB HGSNAT HK3 HLA-B HLA-C HMGB1 HMOX2 HP HPSE HRNR HSP90AA1 HSP90AB1 HSPA1A HSPA1B HSPA6 HSPA8 HUWE1 HVCN1 IDH1 IGF2R ILF2 IMPDH1 IMPDH2 IQGAP1 IQGAP2 IRAG2 IST1 ITGAL ITGAM ITGAV ITGAX ITGB2 JUP KCMF1 KCNAB2 KPNB1 KRT1 LAIR1 LAMP1 LAMP2 LAMTOR1 LAMTOR2 LAMTOR3 LCN2 LGALS3 LILRA3 LILRB2 LILRB3 LPCAT1 LRG1 LRRC7 LTA4H LTF LYZ MAGT1 MAN2B1 MANBA MAPK1 MAPK14 MCEMP1 METTL7A MGAM MGST1 MIF MLEC MME MMP25 MMP8 MMP9 MNDA MOSPD2 MPO MS4A3 MVP NAPRT NBEAL2 NCKAP1L NCSTN NDUFC2 NEU1 NFAM1 NFASC NFKB1 NHLRC3 NIT2 NME2 NPC2 NRAS OLFM4 OLR1 ORM1 ORM2 ORMDL3 OSCAR OSTF1 P2RX1 PA2G4 PADI2 PAFAH1B2 PDAP1 PDXK PECAM1 PFKL PGAM1 PGLYRP1 PGM1 PGM2 PGRMC1 PIGR PKM PKP1 PLAC8 PLAU PLAUR PLD1 PLEKHO2 PNP PPBP PPIA PPIE PRCP PRDX4 PRDX6 PRG2 PRG3 PRKCD PRSS2 PRSS3 PRTN3 PSAP PSEN1 PSMA2 PSMA5 PSMB1 PSMB7 PSMC2 PSMC3 PSMD1 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD6 PSMD7 PTAFR PTGES2 PTPN6 PTPRB PTPRC PTPRJ PTPRN2 PTX3 PYCARD PYGB PYGL QPCT QSOX1 RAB10 RAB14 RAB18 RAB24 RAB27A RAB31 RAB37 RAB3A RAB3D RAB44 RAB4B RAB5B RAB5C RAB6A RAB7A RAB9B RAC1 RAP1A RAP1B RAP2B RAP2C RETN RHOA RHOF RHOG RNASE2 RNASE3 RNASET2 ROCK1 S100A11 S100A12 S100A7 S100A8 S100A9 S100P SCAMP1 SDCBP SELL SERPINA1 SERPINA3 SERPINB1 SERPINB10 SERPINB12 SERPINB3 SERPINB6 SIGLEC14 SIGLEC5 SIGLEC9 SIRPA SIRPB1 SLC11A1 SLC15A4 SLC27A2 SLC2A3 SLC2A5 SLC44A2 SLCO4C1 SLPI SNAP23 SNAP25 SNAP29 SPTAN1 SRP14 STBD1 STING1 STK10 STK11IP STOM SURF4 SVIP SYNGR1 TARM1 TBC1D10C TCIRG1 TCN1 TICAM2 TIMP2 TLR2 TMBIM1 TMC6 TMEM179B TMEM30A TMEM63A TNFAIP6 TNFRSF1B TOLLIP TOM1 TRAPPC1 TRPM2 TSPAN14 TTR TUBB TUBB4B TXNDC5 TYROBP UBR4 UNC13D VAMP8 VAPA VAT1 VCL VCP VNN1 VPS35L XRCC5 XRCC6 YPEL5 REACTOME_NFE2L2_REGULATES_PENTOSE_PHOSPHATE_PATHWAY_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NFE2L2_REGULATES_PENTOSE_PHOSPHATE_PATHWAY_GENES CREBBP EP300 G6PD MAFG NFE2L2 PGD TALDO1 TKT REACTOME_NFE2L2_REGULATING_ANTI_OXIDANT_DETOXIFICATION_ENZYMES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NFE2L2_REGULATING_ANTI_OXIDANT_DETOXIFICATION_ENZYMES ATF4 BACH1 CREBBP EP300 GCLC GCLM GSR GSTA1 GSTA3 HMOX1 MAFK NFE2L2 NQO1 PRDX1 SLC7A11 SOD3 SRXN1 TXN TXNRD1 REACTOME_NFE2L2_REGULATING_ER_STRESS_ASSOCIATED_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NFE2L2_REGULATING_ER_STRESS_ASSOCIATED_GENES ATF4 CREBBP EP300 MAFK NFE2L2 REACTOME_NFE2L2_REGULATING_INFLAMMATION_ASSOCIATED_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NFE2L2_REGULATING_INFLAMMATION_ASSOCIATED_GENES CCL2 CREBBP EP300 MAFK NFE2L2 REACTOME_NFE2L2_REGULATING_MDR_ASSOCIATED_ENZYMES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NFE2L2_REGULATING_MDR_ASSOCIATED_ENZYMES ABCC1 ABCC3 ABCF2 ABCG2 CREBBP EP300 MAFK NFE2L2 REACTOME_NFE2L2_REGULATING_TUMORIGENIC_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NFE2L2_REGULATING_TUMORIGENIC_GENES AREG BCL2 BCL2L1 CREBBP EGF EP300 MAFK NFE2L2 NOTCH1 PDGFA SP1 REACTOME_NF_KB_ACTIVATION_THROUGH_FADD_RIP_1_PATHWAY_MEDIATED_BY_CASPASE_8_AND_10 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NF_KB_ACTIVATION_THROUGH_FADD_RIP_1_PATHWAY_MEDIATED_BY_CASPASE_8_AND_10 CASP10 CASP8 CHUK FADD IFIH1 IKBKB IKBKG MAVS RIGI RIPK1 RNF135 TRIM25 TRIM4 REACTOME_NF_KB_IS_ACTIVATED_AND_SIGNALS_SURVIVAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NF_KB_IS_ACTIVATED_AND_SIGNALS_SURVIVAL IKBKB IRAK1 NFKB1 NFKBIA NGF NGFR RELA RPS27A SQSTM1 TRAF6 UBA52 UBB UBC REACTOME_NGF_INDEPENDANT_TRKA_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NGF_INDEPENDANT_TRKA_ACTIVATION ADCYAP1 ADCYAP1R1 ADORA2A NTRK1 NTRK2 REACTOME_NGF_STIMULATED_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NGF_STIMULATED_TRANSCRIPTION ARC ASCL1 ATF1 ATF2 CDK5 CDK5R1 CDK5R2 CHD4 CREB1 DNM2 EGR1 EGR2 EGR3 EGR4 ELK1 EP300 F3 FOS FOSB FOSL1 ID1 ID2 ID3 ID4 JUNB JUND LYL1 MEF2D NAB1 NAB2 REST RRAD SGK1 SH3GL3 SRF TCF12 TPH1 TRIB1 VGF REACTOME_NICOTINAMIDE_SALVAGING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NICOTINAMIDE_SALVAGING CYP8B1 NAMPT NAPRT NAXD NAXE NNMT NUDT12 PARP10 PARP14 PARP16 PARP4 PARP6 PARP8 PARP9 PTGIS PTGS2 RNLS SLC22A13 SLC5A8 REACTOME_NICOTINATE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NICOTINATE_METABOLISM BST1 CD38 CYP8B1 NADK NADK2 NADSYN1 NAMPT NAPRT NAXD NAXE NMNAT1 NMNAT2 NMNAT3 NMRK1 NMRK2 NNMT NT5E NUDT12 PARP10 PARP14 PARP16 PARP4 PARP6 PARP8 PARP9 PTGIS PTGS2 QPRT RNLS SLC22A13 SLC5A8 REACTOME_NITRIC_OXIDE_STIMULATES_GUANYLATE_CYCLASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NITRIC_OXIDE_STIMULATES_GUANYLATE_CYCLASE GUCY1A1 GUCY1A2 GUCY1B1 IRAG1 ITPR1 KCNMA1 KCNMB1 KCNMB2 KCNMB3 KCNMB4 NOS1 NOS2 NOS3 PDE10A PDE11A PDE1A PDE1B PDE2A PDE5A PDE9A PRKG1 PRKG2 REACTOME_NOD1_2_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NOD1_2_SIGNALING_PATHWAY AAMP BIRC2 BIRC3 CARD9 CASP1 CASP2 CASP4 CASP8 CASP9 CHUK CYLD IKBKB IKBKG IRAK1 IRAK2 ITCH MAP2K6 MAP3K7 MAPK11 MAPK12 MAPK13 MAPK14 NOD1 NOD2 RIPK2 RPS27A TAB1 TAB2 TAB3 TNFAIP3 TRAF6 UBA52 UBB UBC UBE2N UBE2V1 REACTOME_NONCANONICAL_ACTIVATION_OF_NOTCH3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NONCANONICAL_ACTIVATION_OF_NOTCH3 APH1A APH1B NCSTN NOTCH3 PSEN1 PSEN2 PSENEN YBX1 REACTOME_NONHOMOLOGOUS_END_JOINING_NHEJ https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NONHOMOLOGOUS_END_JOINING_NHEJ ABRAXAS1 ATM BABAM1 BABAM2 BARD1 BRCA1 BRCC3 DCLRE1C H2AX H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-4 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HERC2 KAT5 LIG4 MDC1 MRE11 NBN NHEJ1 NSD2 PAXIP1 PIAS4 POLL POLM PRKDC RAD50 RIF1 RNF168 RNF8 TDP1 TDP2 TP53BP1 UBE2N UBE2V2 UIMC1 XRCC4 XRCC5 XRCC6 REACTOME_NONSENSE_MEDIATED_DECAY_NMD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NONSENSE_MEDIATED_DECAY_NMD CASC3 DCP1A EIF4A3 EIF4G1 ETF1 FAU GSPT1 GSPT2 MAGOH MAGOHB NCBP1 NCBP2 PABPC1 PNRC2 PPP2CA PPP2R1A PPP2R2A RBM8A RNPS1 RPL10 RPL10A RPL10L RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL22L1 RPL23 RPL23A RPL24 RPL26 RPL26L1 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL36AL RPL37 RPL37A RPL38 RPL39 RPL39L RPL3L RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS7 RPS8 RPS9 RPSA SMG1 SMG5 SMG6 SMG7 SMG8 SMG9 UBA52 UPF1 UPF2 UPF3A UPF3B REACTOME_NON_INTEGRIN_MEMBRANE_ECM_INTERACTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NON_INTEGRIN_MEMBRANE_ECM_INTERACTIONS ACTN1 AGRN CASK COL10A1 COL11A1 COL11A2 COL1A1 COL1A2 COL2A1 COL3A1 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 COL5A1 COL5A2 COL5A3 DAG1 DDR1 DDR2 DMD FGF2 FN1 HSPG2 ITGA2 ITGA6 ITGAV ITGB1 ITGB3 ITGB4 ITGB5 LAMA1 LAMA2 LAMA3 LAMA4 LAMA5 LAMB1 LAMB2 LAMB3 LAMC1 LAMC2 LAMC3 NRXN1 NTN4 PDGFA PDGFB PRKCA SDC1 SDC2 SDC3 SDC4 TGFB1 THBS1 TNC TRAPPC4 TTR VTN REACTOME_NOREPINEPHRINE_NEUROTRANSMITTER_RELEASE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NOREPINEPHRINE_NEUROTRANSMITTER_RELEASE_CYCLE CPLX1 MAOA PPFIA1 PPFIA2 PPFIA3 PPFIA4 RAB3A RIMS1 SLC18A2 SLC22A1 SLC22A2 SNAP25 STX1A STXBP1 SYT1 TSPOAP1 UNC13B VAMP2 REACTOME_NOSTRIN_MEDIATED_ENOS_TRAFFICKING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NOSTRIN_MEDIATED_ENOS_TRAFFICKING CAV1 DNM2 NOS3 NOSTRIN WASL REACTOME_NOTCH1_INTRACELLULAR_DOMAIN_REGULATES_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NOTCH1_INTRACELLULAR_DOMAIN_REGULATES_TRANSCRIPTION CCNC CDK8 CREBBP CUL1 EP300 FBXW7 HDAC1 HDAC10 HDAC11 HDAC2 HDAC3 HDAC4 HDAC5 HDAC6 HDAC7 HDAC8 HDAC9 HES1 HES5 HEY1 HEY2 HEYL HIF1A KAT2A KAT2B MAML1 MAML2 MAML3 MAMLD1 MYC NBEA NCOR1 NCOR2 NOTCH1 RBPJ RBX1 RPS27A SKP1 SNW1 TBL1X TBL1XR1 TLE1 TLE2 TLE3 TLE4 UBA52 UBB UBC REACTOME_NOTCH2_ACTIVATION_AND_TRANSMISSION_OF_SIGNAL_TO_THE_NUCLEUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NOTCH2_ACTIVATION_AND_TRANSMISSION_OF_SIGNAL_TO_THE_NUCLEUS ADAM10 APH1A APH1B CNTN1 DLL1 DLL4 JAG1 JAG2 MDK MIB1 MIB2 NCSTN NEURL1 NEURL1B NOTCH2 PSEN1 PSEN2 PSENEN RPS27A UBA52 UBB UBC REACTOME_NOTCH2_INTRACELLULAR_DOMAIN_REGULATES_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NOTCH2_INTRACELLULAR_DOMAIN_REGULATES_TRANSCRIPTION CREB1 EP300 FCER2 GZMB HES1 HES5 MAML1 MAML2 MAML3 MAMLD1 NOTCH2 RBPJ REACTOME_NOTCH3_ACTIVATION_AND_TRANSMISSION_OF_SIGNAL_TO_THE_NUCLEUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NOTCH3_ACTIVATION_AND_TRANSMISSION_OF_SIGNAL_TO_THE_NUCLEUS ADAM10 APH1A APH1B DLL1 DLL4 EGF EGFR JAG1 JAG2 MIB1 MIB2 NCSTN NEURL1 NEURL1B NOTCH3 PSEN1 PSEN2 PSENEN RPS27A TACC3 UBA52 UBB UBC WWP2 YBX1 REACTOME_NOTCH3_INTRACELLULAR_DOMAIN_REGULATES_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NOTCH3_INTRACELLULAR_DOMAIN_REGULATES_TRANSCRIPTION CREBBP DLGAP5 EP300 FABP7 HES1 HES5 HEY1 HEY2 HEYL IKZF1 KAT2A KAT2B MAML1 MAML2 MAML3 MAMLD1 NOTCH1 NOTCH3 PBX1 PLXND1 PTCRA RBPJ SNW1 STAT1 WWC1 REACTOME_NOTCH4_ACTIVATION_AND_TRANSMISSION_OF_SIGNAL_TO_THE_NUCLEUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NOTCH4_ACTIVATION_AND_TRANSMISSION_OF_SIGNAL_TO_THE_NUCLEUS ADAM10 APH1A APH1B DLL4 JAG1 NCSTN NOTCH4 PSEN1 PSEN2 PSENEN YWHAZ REACTOME_NOTCH4_INTRACELLULAR_DOMAIN_REGULATES_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NOTCH4_INTRACELLULAR_DOMAIN_REGULATES_TRANSCRIPTION ACTA2 CREBBP EP300 FLT4 HES1 HES5 HEY1 HEY2 KAT2A KAT2B MAML1 MAML2 MAML3 MAMLD1 NOTCH1 NOTCH2 NOTCH4 RBPJ SMAD3 SNW1 REACTOME_NOTCH_HLH_TRANSCRIPTION_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NOTCH_HLH_TRANSCRIPTION_PATHWAY CREBBP HDAC1 HDAC10 HDAC11 HDAC2 HDAC3 HDAC4 HDAC5 HDAC6 HDAC7 HDAC8 HDAC9 KAT2A KAT2B MAML1 MAML2 MAML3 MAMLD1 NCOR1 NCOR2 NOTCH1 NOTCH2 NOTCH3 NOTCH4 RBPJ SNW1 TBL1X TBL1XR1 REACTOME_NPAS4_REGULATES_EXPRESSION_OF_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NPAS4_REGULATES_EXPRESSION_OF_TARGET_GENES ARNT ARNT2 BDNF BMAL1 CDK5 CDK5R1 CREBBP FOS GEM INS IQSEC3 MAGED1 MAPK1 MAPK3 MDM2 NAMPT NPAS4 PLK2 RBFOX3 RET SYT10 XPO1 REACTOME_NR1H2_AND_NR1H3_MEDIATED_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NR1H2_AND_NR1H3_MEDIATED_SIGNALING ABCA1 ABCG1 ABCG5 ABCG8 AGO1 AGO2 AGO3 AGO4 ANGPTL3 APOC1 APOC2 APOC4 APOD APOE ARL4C CETP EEPD1 EP300 FABP6 FASN GPS2 HDAC3 KDM1A KDM1B KDM3A KDM4A MOV10 MYLIP NCOA1 NCOR1 NCOR2 NR1H2 NR1H3 NRIP1 PCK1 PLIN1 PLTP RXRA RXRB SCD SREBF1 TBL1X TBL1XR1 TNRC6A TNRC6B TNRC6C UGT1A3 REACTOME_NR1H2_NR1H3_REGULATE_GENE_EXPRESSION_LINKED_TO_GLUCONEOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NR1H2_NR1H3_REGULATE_GENE_EXPRESSION_LINKED_TO_GLUCONEOGENESIS NR1H3 NRIP1 PCK1 RXRA RXRB REACTOME_NR1H2_NR1H3_REGULATE_GENE_EXPRESSION_LINKED_TO_LIPOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NR1H2_NR1H3_REGULATE_GENE_EXPRESSION_LINKED_TO_LIPOGENESIS ANGPTL3 FASN NR1H2 NR1H3 NRIP1 RXRA RXRB SCD SREBF1 REACTOME_NR1H2_NR1H3_REGULATE_GENE_EXPRESSION_LINKED_TO_TRIGLYCERIDE_LIPOLYSIS_IN_ADIPOSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NR1H2_NR1H3_REGULATE_GENE_EXPRESSION_LINKED_TO_TRIGLYCERIDE_LIPOLYSIS_IN_ADIPOSE NR1H2 NR1H3 PLIN1 RXRA RXRB REACTOME_NR1H2_NR1H3_REGULATE_GENE_EXPRESSION_TO_CONTROL_BILE_ACID_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NR1H2_NR1H3_REGULATE_GENE_EXPRESSION_TO_CONTROL_BILE_ACID_HOMEOSTASIS FABP6 NCOA1 NCOR1 NCOR2 NR1H2 NR1H3 RXRA RXRB UGT1A3 REACTOME_NR1H2_NR1H3_REGULATE_GENE_EXPRESSION_TO_LIMIT_CHOLESTEROL_UPTAKE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NR1H2_NR1H3_REGULATE_GENE_EXPRESSION_TO_LIMIT_CHOLESTEROL_UPTAKE MYLIP NR1H2 NR1H3 RXRA RXRB REACTOME_NR1H3_NR1H2_REGULATE_GENE_EXPRESSION_LINKED_TO_CHOLESTEROL_TRANSPORT_AND_EFFLUX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NR1H3_NR1H2_REGULATE_GENE_EXPRESSION_LINKED_TO_CHOLESTEROL_TRANSPORT_AND_EFFLUX ABCA1 ABCG1 ABCG5 ABCG8 AGO1 AGO2 AGO3 AGO4 APOC1 APOC2 APOC4 APOD APOE ARL4C CETP EEPD1 EP300 GPS2 HDAC3 KDM1A KDM1B KDM3A KDM4A MOV10 NCOA1 NCOR1 NCOR2 NR1H2 NR1H3 PLTP RXRA RXRB TBL1X TBL1XR1 TNRC6A TNRC6B TNRC6C REACTOME_NRAGE_SIGNALS_DEATH_THROUGH_JNK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NRAGE_SIGNALS_DEATH_THROUGH_JNK AATF ABR AKAP13 ARHGEF1 ARHGEF10 ARHGEF10L ARHGEF11 ARHGEF12 ARHGEF15 ARHGEF16 ARHGEF17 ARHGEF18 ARHGEF19 ARHGEF2 ARHGEF26 ARHGEF3 ARHGEF33 ARHGEF35 ARHGEF37 ARHGEF38 ARHGEF39 ARHGEF4 ARHGEF40 ARHGEF5 ARHGEF6 ARHGEF7 ARHGEF9 BAD BCL2L11 ECT2 FGD1 FGD2 FGD3 FGD4 GNA13 ITSN1 KALRN MAGED1 MAPK8 MCF2 MCF2L NET1 NGEF NGF NGFR OBSCN PLEKHG2 PLEKHG5 PREX1 RAC1 RASGRF2 SOS1 SOS2 TIAM1 TIAM2 TRIO VAV1 VAV2 VAV3 REACTOME_NRCAM_INTERACTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NRCAM_INTERACTIONS ANK1 CNTN2 DLG1 DLG3 DLG4 NRCAM NRP2 REACTOME_NRIF_SIGNALS_CELL_DEATH_FROM_THE_NUCLEUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NRIF_SIGNALS_CELL_DEATH_FROM_THE_NUCLEUS APH1A APH1B ITGB3BP MAPK8 NCSTN NGF NGFR PSEN1 PSEN2 PSENEN RPS27A SQSTM1 TRAF6 UBA52 UBB UBC REACTOME_NS1_MEDIATED_EFFECTS_ON_HOST_PATHWAYS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NS1_MEDIATED_EFFECTS_ON_HOST_PATHWAYS AAAS CPSF4 EIF2AK2 ISG15 KPNA1 KPNA2 KPNA3 KPNA4 KPNA5 KPNA7 KPNB1 NDC1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 PABPN1 POM121 POM121C RAE1 RANBP2 SEC13 SEH1L TPR REACTOME_NTRK2_ACTIVATES_RAC1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NTRK2_ACTIVATES_RAC1 BDNF DOCK3 FYN NTRK2 RAC1 REACTOME_NUCLEAR_ENVELOPE_BREAKDOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NUCLEAR_ENVELOPE_BREAKDOWN AAAS BANF1 CCNB1 CCNB2 CDK1 CNEP1R1 CTDNEP1 EMD LEMD2 LEMD3 LMNA LMNB1 LPIN1 LPIN2 LPIN3 NDC1 NEK6 NEK7 NEK9 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 PLK1 POM121 POM121C PRKCA PRKCB RAE1 RANBP2 SEC13 SEH1L TMPO TPR VRK1 VRK2 REACTOME_NUCLEAR_ENVELOPE_NE_REASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NUCLEAR_ENVELOPE_NE_REASSEMBLY AHCTF1 ANKLE2 BANF1 CC2D1B CCNB1 CCNB2 CDK1 CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP6 CHMP7 EMD IST1 KPNB1 LBR LEMD2 LEMD3 LMNA LMNB1 NDC1 NUP107 NUP133 NUP155 NUP160 NUP188 NUP205 NUP35 NUP37 NUP43 NUP54 NUP58 NUP62 NUP85 NUP93 NUP98 POM121 PPP2CA PPP2R1A PPP2R2A RAN RANGAP1 RCC1 SEC13 SEH1L SIRT2 SPAST SUMO1 TMPO TNPO1 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B UBE2I VPS4A VRK1 VRK2 REACTOME_NUCLEAR_EVENTS_KINASE_AND_TRANSCRIPTION_FACTOR_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NUCLEAR_EVENTS_KINASE_AND_TRANSCRIPTION_FACTOR_ACTIVATION ARC ASCL1 ATF1 ATF2 CDK5 CDK5R1 CDK5R2 CHD4 CREB1 DNM2 DUSP3 DUSP4 DUSP6 DUSP7 EGR1 EGR2 EGR3 EGR4 ELK1 EP300 F3 FOS FOSB FOSL1 ID1 ID2 ID3 ID4 JUNB JUND LYL1 MAPK1 MAPK11 MAPK14 MAPK3 MAPK7 MAPKAPK2 MEF2A MEF2C MEF2D NAB1 NAB2 PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5D REST RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA5 RRAD SGK1 SH3GL3 SRF TCF12 TPH1 TRIB1 VGF VRK3 REACTOME_NUCLEAR_EVENTS_MEDIATED_BY_NFE2L2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NUCLEAR_EVENTS_MEDIATED_BY_NFE2L2 ABCC1 ABCC3 ABCF2 ABCG2 AREG ATF4 BACH1 BCL2 BCL2L1 BTRC CCL2 CDKN2A CREBBP CUL1 EGF EP300 G6PD GCLC GCLM GSK3B GSR GSTA1 GSTA3 HMOX1 IDH1 KEAP1 MAFG MAFK ME1 MYC NFE2L2 NFKB1 NOTCH1 NQO1 PDGFA PGD PRDX1 PRKAA2 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMB1 PSMB10 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSMF1 RBX1 RELA RPS27A SEM1 SKP1 SLC7A11 SOD3 SP1 SQSTM1 SRXN1 TALDO1 TKT TXN TXNRD1 UBA52 UBB UBC REACTOME_NUCLEAR_EVENTS_STIMULATED_BY_ALK_SIGNALING_IN_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NUCLEAR_EVENTS_STIMULATED_BY_ALK_SIGNALING_IN_CANCER ALK BCL2A1 CEBPB CLTC CUL1 EML4 FN1 JUNB KIF5B MAPK1 MAPK3 MECP2 NPM1 RBX1 RPS6 SKP1 STAT3 STAT5A ZC3HC1 REACTOME_NUCLEAR_IMPORT_OF_REV_PROTEIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NUCLEAR_IMPORT_OF_REV_PROTEIN AAAS KPNB1 NDC1 NPM1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 POM121 POM121C RAE1 RAN RANBP2 RCC1 SEC13 SEH1L TPR REACTOME_NUCLEAR_PORE_COMPLEX_NPC_DISASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NUCLEAR_PORE_COMPLEX_NPC_DISASSEMBLY AAAS CCNB1 CCNB2 CDK1 NDC1 NEK6 NEK7 NEK9 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 POM121 POM121C RAE1 RANBP2 SEC13 SEH1L TPR REACTOME_NUCLEAR_RECEPTOR_TRANSCRIPTION_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NUCLEAR_RECEPTOR_TRANSCRIPTION_PATHWAY AR ESR1 ESR2 ESRRA ESRRB ESRRG HNF4A HNF4G MED1 NCOR1 NCOR2 NR0B1 NR0B2 NR1D1 NR1D2 NR1H2 NR1H3 NR1H4 NR1I2 NR1I3 NR2C1 NR2C2 NR2C2AP NR2E1 NR2E3 NR2F1 NR2F6 NR3C1 NR3C2 NR4A1 NR4A2 NR4A3 NR5A1 NR5A2 NR6A1 NRBF2 NRBP1 PGR PPARA PPARD PPARG RARA RARB RARG RORA RORB RORC RXRA RXRB RXRG THRA THRB VDR REACTOME_NUCLEAR_SIGNALING_BY_ERBB4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NUCLEAR_SIGNALING_BY_ERBB4 ADAM17 ADAP1 APH1A APH1B APOE BTC CSN2 CXCL12 ERBB4 EREG ESR1 GFAP HBEGF MXD4 NCOR1 NCSTN NRG1 NRG2 NRG3 NRG4 PGR PSEN1 PSEN2 PSENEN S100B SPARC SRC STAT5A STMN1 TAB2 WWOX YAP1 REACTOME_NUCLEOTIDE_BINDING_DOMAIN_LEUCINE_RICH_REPEAT_CONTAINING_RECEPTOR_NLR_SIGNALING_PATHWAYS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NUCLEOTIDE_BINDING_DOMAIN_LEUCINE_RICH_REPEAT_CONTAINING_RECEPTOR_NLR_SIGNALING_PATHWAYS AAMP AIM2 APP BCL2 BCL2L1 BIRC2 BIRC3 CARD9 CASP1 CASP2 CASP4 CASP8 CASP9 CHUK CYLD HMOX1 HSP90AB1 IKBKB IKBKG IRAK1 IRAK2 ITCH MAP2K6 MAP3K7 MAPK11 MAPK12 MAPK13 MAPK14 MEFV NFKB1 NFKB2 NLRC4 NLRP1 NLRP3 NOD1 NOD2 P2RX7 PANX1 PSTPIP1 PYCARD RELA RIPK2 RPS27A SUGT1 TAB1 TAB2 TAB3 TNFAIP3 TRAF6 TXN TXNIP UBA52 UBB UBC UBE2N UBE2V1 REACTOME_NUCLEOTIDE_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NUCLEOTIDE_BIOSYNTHESIS ADSL ADSS1 ADSS2 ATIC CAD DHODH GART GMPS IMPDH1 IMPDH2 PAICS PFAS PPAT UMPS REACTOME_NUCLEOTIDE_CATABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NUCLEOTIDE_CATABOLISM ADPRM AGXT2 DNPH1 DPYD DPYS ENTPD1 ENTPD2 ENTPD3 ENTPD4 ENTPD5 ENTPD6 ENTPD7 ENTPD8 GDA ITPA NT5C NT5C1A NT5C1B NT5C2 NT5C3A NT5E NT5M NUDT1 NUDT15 NUDT16 NUDT18 NUDT5 NUDT9 PNP SAMHD1 TYMP UPB1 UPP1 UPP2 XDH REACTOME_NUCLEOTIDE_EXCISION_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NUCLEOTIDE_EXCISION_REPAIR ACTB ACTL6A ACTR5 ACTR8 AQR CCNH CDK7 CETN2 CHD1L COPS2 COPS3 COPS4 COPS5 COPS6 COPS7A COPS7B COPS8 CUL4A CUL4B DDB1 DDB2 ELL EP300 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 GPS1 GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 HMGN1 INO80 INO80B INO80C INO80D INO80E ISY1 LIG1 LIG3 MCRS1 MNAT1 NFRKB PARP1 PARP2 PCNA PIAS1 PIAS3 POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POLK POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L PPIE PRPF19 RAD23A RAD23B RBX1 RFC1 RFC2 RFC3 RFC4 RFC5 RNF111 RPA1 RPA2 RPA3 RPS27A RUVBL1 SUMO1 SUMO2 SUMO3 TCEA1 TFPT UBA52 UBB UBC UBE2I UBE2N UBE2V2 USP45 USP7 UVSSA XAB2 XPA XPC XRCC1 YY1 ZNF830 REACTOME_NUCLEOTIDE_LIKE_PURINERGIC_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NUCLEOTIDE_LIKE_PURINERGIC_RECEPTORS ADORA1 ADORA2A ADORA2B ADORA3 GPR17 LPAR4 LPAR6 P2RY1 P2RY10 P2RY11 P2RY12 P2RY13 P2RY14 P2RY2 P2RY4 P2RY6 REACTOME_NUCLEOTIDE_SALVAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NUCLEOTIDE_SALVAGE ADA ADAL ADK AMPD1 AMPD2 AMPD3 APRT CDA DCK DGUOK GMPR GMPR2 HPRT1 PNP PUDP TK1 TK2 TYMP UCK1 UCK2 UCKL1 UPP1 UPP2 REACTOME_N_GLYCAN_ANTENNAE_ELONGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_N_GLYCAN_ANTENNAE_ELONGATION B4GALT1 B4GALT2 B4GALT3 B4GALT4 B4GALT5 B4GALT6 MGAT4A MGAT4B MGAT4C MGAT5 ST3GAL4 ST6GAL1 ST8SIA2 ST8SIA3 ST8SIA6 REACTOME_N_GLYCAN_ANTENNAE_ELONGATION_IN_THE_MEDIAL_TRANS_GOLGI https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_N_GLYCAN_ANTENNAE_ELONGATION_IN_THE_MEDIAL_TRANS_GOLGI B4GALT1 B4GALT2 B4GALT3 B4GALT4 B4GALT5 B4GALT6 CGA CHST10 CHST8 FUCA1 FUT3 FUT8 LHB MAN2A1 MAN2A2 MGAT2 MGAT3 MGAT4A MGAT4B MGAT4C MGAT5 ST3GAL4 ST6GAL1 ST8SIA2 ST8SIA3 ST8SIA6 REACTOME_N_GLYCAN_TRIMMING_AND_ELONGATION_IN_THE_CIS_GOLGI https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_N_GLYCAN_TRIMMING_AND_ELONGATION_IN_THE_CIS_GOLGI MAN1A1 MAN1A2 MAN1C1 MANEA MGAT1 REACTOME_N_GLYCAN_TRIMMING_IN_THE_ER_AND_CALNEXIN_CALRETICULIN_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_N_GLYCAN_TRIMMING_IN_THE_ER_AND_CALNEXIN_CALRETICULIN_CYCLE AMFR CALR CANX DERL1 DERL2 EDEM1 EDEM2 EDEM3 ENGASE GANAB MAN1B1 MARCHF6 MLEC MOGS NGLY1 OS9 PDIA3 PRKCSH PSMC1 RAD23B RNF103 RNF139 RNF185 RNF5 RPS27A SEL1L SYVN1 TRIM13 UBA52 UBB UBC UBXN1 UGGT1 UGGT2 VCP REACTOME_OAS_ANTIVIRAL_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_OAS_ANTIVIRAL_RESPONSE ABCE1 FLNA OAS1 OAS2 OAS3 OASL PDE12 RIGI RNASEL REACTOME_OLFACTORY_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_OLFACTORY_SIGNALING_PATHWAY ADCY3 ANO2 CNGA2 CNGA4 CNGB1 EBF1 GNAL GNB1 GNG13 LDB1 LHX2 OR10A2 OR10A3 OR10A4 OR10A5 OR10A6 OR10A7 OR10AC1 OR10AD1 OR10AG1 OR10C1 OR10D3 OR10G2 OR10G3 OR10G4 OR10G6 OR10G7 OR10G8 OR10G9 OR10H1 OR10H2 OR10H3 OR10H4 OR10H5 OR10J1 OR10J3 OR10J4 OR10J5 OR10K1 OR10K2 OR10P1 OR10Q1 OR10R2 OR10S1 OR10T2 OR10V1 OR10W1 OR10X1 OR10Z1 OR11A1 OR11G2 OR11H1 OR11H2 OR11H4 OR11H6 OR11H7 OR11L1 OR12D2 OR12D3 OR13A1 OR13C2 OR13C3 OR13C4 OR13C5 OR13C8 OR13C9 OR13D1 OR13F1 OR13G1 OR13H1 OR13J1 OR14A16 OR14A2 OR14C36 OR14I1 OR14J1 OR14K1 OR1A1 OR1A2 OR1B1 OR1C1 OR1D2 OR1D4 OR1D5 OR1E1 OR1E2 OR1E3 OR1F1 OR1F12P OR1G1 OR1I1 OR1J1 OR1J2 OR1J4 OR1K1 OR1L1 OR1L3 OR1L4 OR1L6 OR1L8 OR1M1 OR1N1 OR1N2 OR1P1 OR1Q1 OR1S1 OR1S2 OR2A1 OR2A12 OR2A14 OR2A2 OR2A25 OR2A4 OR2A42 OR2A5 OR2A7 OR2AE1 OR2AG1 OR2AG2 OR2AJ1 OR2AK2 OR2AP1 OR2AT4 OR2B11 OR2B2 OR2B3 OR2B6 OR2C1 OR2C3 OR2D2 OR2D3 OR2F1 OR2F2 OR2G2 OR2G3 OR2G6 OR2H1 OR2H2 OR2J1 OR2J2 OR2J3 OR2K2 OR2L13 OR2L2 OR2L3 OR2L5 OR2L8 OR2M2 OR2M3 OR2M4 OR2M5 OR2M7 OR2S2 OR2T1 OR2T10 OR2T11 OR2T12 OR2T2 OR2T27 OR2T29 OR2T3 OR2T33 OR2T34 OR2T35 OR2T4 OR2T5 OR2T6 OR2T7 OR2T8 OR2V1 OR2V2 OR2W1 OR2W3 OR2Y1 OR2Z1 OR3A1 OR3A2 OR3A3 OR4A15 OR4A16 OR4A47 OR4A5 OR4A8 OR4B1 OR4C11 OR4C12 OR4C13 OR4C15 OR4C16 OR4C3 OR4C45 OR4C46 OR4C5 OR4C6 OR4D1 OR4D10 OR4D11 OR4D2 OR4D5 OR4D6 OR4D9 OR4E1 OR4E2 OR4F15 OR4F16 OR4F17 OR4F21 OR4F29 OR4F3 OR4F4 OR4F5 OR4F6 OR4K1 OR4K13 OR4K14 OR4K15 OR4K17 OR4K2 OR4K3 OR4K5 OR4L1 OR4M1 OR4M2 OR4N2 OR4N4 OR4N5 OR4P4 OR4Q2 OR4Q3 OR4S1 OR4S2 OR4X1 OR4X2 OR51A2 OR51A4 OR51A7 OR51B2 OR51B4 OR51B5 OR51B6 OR51D1 OR51E1 OR51E2 OR51F1 OR51F2 OR51G1 OR51G2 OR51H1 OR51I1 OR51I2 OR51J1 OR51L1 OR51M1 OR51Q1 OR51S1 OR51T1 OR51V1 OR52A1 OR52A5 OR52B2 OR52B6 OR52D1 OR52E1 OR52E2 OR52E4 OR52E5 OR52E6 OR52E8 OR52H1 OR52I1 OR52I2 OR52J3 OR52K1 OR52K2 OR52L1 OR52M1 OR52N1 OR52N2 OR52N4 OR52N5 OR52R1 OR52W1 OR52Z1P OR56A1 OR56A3 OR56A4 OR56A5 OR56B1 OR56B4 OR5A1 OR5A2 OR5AC1 OR5AC2 OR5AK2 OR5AL1 OR5AN1 OR5AP2 OR5AR1 OR5AS1 OR5AU1 OR5B12 OR5B17 OR5B2 OR5B21 OR5B3 OR5C1 OR5D13 OR5D14 OR5D16 OR5D18 OR5F1 OR5G3 OR5H1 OR5H14 OR5H15 OR5H2 OR5H6 OR5I1 OR5J2 OR5K1 OR5K2 OR5K3 OR5K4 OR5L1 OR5L2 OR5M1 OR5M10 OR5M11 OR5M3 OR5M8 OR5M9 OR5P2 OR5P3 OR5T1 OR5T2 OR5T3 OR5V1 OR5W2 OR6A2 OR6B1 OR6B2 OR6B3 OR6C1 OR6C2 OR6C3 OR6C4 OR6C6 OR6C65 OR6C68 OR6C70 OR6C74 OR6C75 OR6C76 OR6F1 OR6J1 OR6K2 OR6K3 OR6K6 OR6M1 OR6N1 OR6N2 OR6P1 OR6Q1 OR6S1 OR6T1 OR6V1 OR6X1 OR6Y1 OR7A10 OR7A17 OR7A5 OR7C1 OR7C2 OR7D2 OR7D4 OR7E24 OR7G1 OR7G2 OR7G3 OR8A1 OR8B12 OR8B2 OR8B3 OR8B4 OR8B8 OR8D1 OR8D2 OR8D4 OR8G1 OR8G5 OR8H1 OR8H2 OR8H3 OR8I2 OR8J1 OR8J2 OR8J3 OR8K1 OR8K3 OR8K5 OR8S1 OR8U1 OR8U3 OR8U8 OR8U9 OR9A2 OR9A4 OR9G1 OR9G4 OR9G9 OR9I1 OR9K2 OR9Q1 OR9Q2 REEP1 RTP1 RTP2 REACTOME_ONCOGENE_INDUCED_SENESCENCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ONCOGENE_INDUCED_SENESCENCE AGO1 AGO3 AGO4 CDK4 CDK6 CDKN2A CDKN2B CDKN2C CDKN2D E2F1 E2F2 E2F3 ERF ETS1 ETS2 ID1 MAPK1 MAPK3 MDM2 MDM4 MIR24-1 MIR24-2 MOV10 RB1 RPS27A SP1 TFDP1 TFDP2 TNRC6A TNRC6B TNRC6C TP53 UBA52 UBB UBC REACTOME_ONCOGENIC_MAPK_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ONCOGENIC_MAPK_SIGNALING ACTB ACTG1 AGGF1 AGK AGTRAP AKAP9 AP3B1 APBB1IP ARAF ARRB1 ARRB2 ATG7 BCL2L11 BRAF BRAP CALM1 CAMK2A CAMK2B CAMK2D CAMK2G CLCN6 CNKSR1 CNKSR2 CSK DUSP10 DUSP16 DUSP6 DUSP7 DUSP8 DUSP9 ESRP1 FAM114A2 FAM131B FGA FGB FGG FN1 FXR1 HRAS IQGAP1 ITGA2B ITGB3 JAK2 KDM7A KIAA1549 KRAS KSR1 KSR2 LMNA MAP2K1 MAP2K2 MAP3K11 MAPK1 MAPK3 MARK3 MPRIP MRAS NF1 NRAS PAPSS1 PEBP1 PHB1 PPP1CB PPP1CC QKI RAF1 RAP1A RAP1B SHOC2 SND1 SPRED1 SPRED2 SPRED3 SRC TENT4A TLN1 TRAK1 TRIM24 VCL VWF YWHAB ZC3HAV1 REACTOME_OPIOID_SIGNALLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_OPIOID_SIGNALLING ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 AHCYL1 CALM1 CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 CAMKK1 CAMKK2 CDK5 CREB1 GNA11 GNA14 GNA15 GNAI1 GNAI2 GNAI3 GNAL GNAQ GNAT3 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 GRK2 ITPR1 ITPR2 ITPR3 KPNA2 MAPK1 NBEA OPRM1 PDE1A PDE1B PDE1C PDE4A PDE4B PDE4C PDE4D PDYN PLA2G4A PLCB1 PLCB2 PLCB3 PLCB4 POMC PPP1CA PPP1R1B PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5D PPP3CA PPP3CB PPP3CC PPP3R1 PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCA PRKCD PRKCG PRKX REACTOME_OPSINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_OPSINS OPN1LW OPN1MW OPN1SW OPN3 OPN4 OPN5 RGR RHO RRH REACTOME_ORC1_REMOVAL_FROM_CHROMATIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ORC1_REMOVAL_FROM_CHROMATIN CCNA1 CCNA2 CDC6 CDK2 CDT1 CUL1 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 ORC1 ORC2 ORC3 ORC4 ORC5 ORC6 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RBX1 RPS27A SEM1 SKP1 SKP2 UBA52 UBB UBC REACTOME_OREXIN_AND_NEUROPEPTIDES_FF_AND_QRFP_BIND_TO_THEIR_RESPECTIVE_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_OREXIN_AND_NEUROPEPTIDES_FF_AND_QRFP_BIND_TO_THEIR_RESPECTIVE_RECEPTORS HCRT HCRTR1 HCRTR2 NPFF NPFFR1 NPFFR2 QRFP QRFPR REACTOME_ORGANELLE_BIOGENESIS_AND_MAINTENANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ORGANELLE_BIOGENESIS_AND_MAINTENANCE ACSS2 ACTR1A AHI1 AKAP9 ALAS1 ALMS1 APOO APOOL ARF4 ARL13B ARL3 ARL6 ASAP1 ATAT1 ATF2 ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5PB ATP5PD ATP5PF ATP5PO B9D1 B9D2 BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 C2CD3 CALM1 CAMK4 CARM1 CC2D2A CCP110 CCT2 CCT3 CCT4 CCT5 CCT8 CDK1 CDK5RAP2 CENPJ CEP131 CEP135 CEP152 CEP162 CEP164 CEP192 CEP250 CEP290 CEP41 CEP43 CEP57 CEP63 CEP70 CEP72 CEP76 CEP78 CEP83 CEP89 CEP97 CETN2 CHCHD3 CHCHD6 CHD9 CKAP5 CLASP1 CLUAP1 CNGA2 CNGA4 CNGB1 CNTRL CREB1 CREBBP CRTC1 CRTC2 CRTC3 CSNK1D CSNK1E CYCS CYS1 DCTN1 DCTN2 DCTN3 DMAC2L DNAJC11 DYNC1H1 DYNC1I2 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLL1 DYNLL2 DYNLRB1 DYNLRB2 DYNLT2 DYNLT2B DYNLT5 ESRRA EXOC1 EXOC2 EXOC3 EXOC4 EXOC5 EXOC6 EXOC7 EXOC8 FBF1 GABPA GABPB1 GBF1 GLUD1 GLUD2 HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HCFC1 HDAC3 HDAC6 HELZ2 HSP90AA1 HSPA9 IDH2 IFT122 IFT140 IFT172 IFT20 IFT22 IFT25 IFT27 IFT43 IFT46 IFT52 IFT57 IFT74 IFT80 IFT81 IFT88 IMMT INPP5E IQCB1 KIF17 KIF24 KIF3A KIF3B KIF3C KIFAP3 LZTFL1 MAPK11 MAPK12 MAPK14 MAPRE1 MARK4 MCHR1 MED1 MEF2C MEF2D MICOS10 MICOS13 MKKS MKS1 MT-ATP6 MT-ATP8 MTERF1 MTX1 MTX2 NCOA1 NCOA2 NCOA6 NCOR1 NDE1 NEDD1 NEK2 NINL NPHP1 NPHP3 NPHP4 NR1D1 NRF1 ODF2 OFD1 PAFAH1B1 PCM1 PCNT PDE6D PERM1 PKD1 PKD2 PLK1 PLK4 POLG2 POLRMT PPARA PPARGC1A PPARGC1B PPP2R1A PPRC1 PRKAA2 PRKAB1 PRKAB2 PRKACA PRKAG1 PRKAG2 PRKAG3 PRKAR2B RAB11A RAB11FIP3 RAB3IP RAB8A RHO RP2 RPGRIP1L RXRA SAMM50 SCLT1 SDCCAG8 SEPTIN2 SFI1 SIRT3 SIRT4 SIRT5 SMARCD3 SMO SOD2 SSBP1 SSNA1 SSTR3 TBL1X TBL1XR1 TCP1 TCTN1 TCTN2 TCTN3 TFAM TFB1M TFB2M TGS1 TMEM11 TMEM216 TMEM67 TNPO1 TRAF3IP1 TRIP11 TTBK2 TTC21B TTC26 TTC30A TTC30B TTC8 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA8 TUBAL3 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B TUBG1 TWNK UNC119B USP46 WDR19 WDR35 YWHAE YWHAG REACTOME_ORGANIC_ANION_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ORGANIC_ANION_TRANSPORT SLC22A11 SLC22A12 SLC22A6 SLC22A7 SLC22A8 REACTOME_ORGANIC_ANION_TRANSPORTERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ORGANIC_ANION_TRANSPORTERS SLC17A1 SLC17A5 SLC17A6 SLC17A7 SLC17A8 SLC25A10 SLC25A18 SLC25A22 SLC5A5 SLC5A8 REACTOME_ORGANIC_CATION_ANION_ZWITTERION_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ORGANIC_CATION_ANION_ZWITTERION_TRANSPORT RSC1A1 RUNX1 SLC22A1 SLC22A11 SLC22A12 SLC22A15 SLC22A16 SLC22A18 SLC22A2 SLC22A3 SLC22A4 SLC22A5 SLC22A6 SLC22A7 SLC22A8 REACTOME_ORGANIC_CATION_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ORGANIC_CATION_TRANSPORT RSC1A1 RUNX1 SLC22A1 SLC22A15 SLC22A16 SLC22A18 SLC22A2 SLC22A3 SLC22A4 SLC22A5 REACTOME_OTHER_INTERLEUKIN_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_OTHER_INTERLEUKIN_SIGNALING CASP3 CD4 CSF1 CSF1R CSF3 CSF3R IFNL1 IFNLR1 IL10RB IL16 IL32 IL34 JAK1 PRTN3 PTPRZ1 SDC1 SNAP25 STX1A STX3 STX4 STXBP2 TXLNA TYK2 VAMP2 REACTOME_OTHER_SEMAPHORIN_INTERACTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_OTHER_SEMAPHORIN_INTERACTIONS CD72 ITGA1 ITGB1 PLXNA1 PLXNA2 PLXNA4 PLXNB3 PLXNC1 PLXND1 PTPRC SEMA3E SEMA4A SEMA4D SEMA5A SEMA6A SEMA6D SEMA7A TREM2 TYROBP REACTOME_OVARIAN_TUMOR_DOMAIN_PROTEASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_OVARIAN_TUMOR_DOMAIN_PROTEASES APC CDK1 ESR1 IFIH1 IKBKG MAVS NOD1 NOD2 OTUB1 OTUB2 OTUD3 OTUD5 OTUD7A OTUD7B PTEN RHOA RIGI RIPK1 RIPK2 RNF128 RNF135 RPS27A TNFAIP3 TNIP1 TNIP2 TNIP3 TP53 TRAF3 TRAF6 TRIM25 TRIM4 UBA52 UBB UBC UBE2D1 VCP VCPIP1 YOD1 ZRANB1 REACTOME_OXIDATIVE_STRESS_INDUCED_SENESCENCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_OXIDATIVE_STRESS_INDUCED_SENESCENCE AGO1 AGO3 AGO4 BMI1 CBX2 CBX4 CBX6 CBX8 CDK4 CDK6 CDKN2A CDKN2B CDKN2C CDKN2D E2F1 E2F2 E2F3 EED EZH2 FOS H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 IFNB1 JUN KDM6B MAP2K3 MAP2K4 MAP2K6 MAP2K7 MAP3K5 MAP4K4 MAPK1 MAPK10 MAPK11 MAPK14 MAPK3 MAPK8 MAPK9 MAPKAPK2 MAPKAPK3 MAPKAPK5 MDM2 MDM4 MINK1 MIR24-1 MIR24-2 MOV10 PHC1 PHC2 PHC3 RBBP4 RBBP7 RING1 RNF2 RPS27A SCMH1 SUZ12 TFDP1 TFDP2 TNIK TNRC6A TNRC6B TNRC6C TP53 TXN UBA52 UBB UBC REACTOME_O_GLYCOSYLATION_OF_TSR_DOMAIN_CONTAINING_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_O_GLYCOSYLATION_OF_TSR_DOMAIN_CONTAINING_PROTEINS ADAMTS1 ADAMTS10 ADAMTS12 ADAMTS13 ADAMTS14 ADAMTS15 ADAMTS16 ADAMTS17 ADAMTS18 ADAMTS19 ADAMTS2 ADAMTS20 ADAMTS3 ADAMTS4 ADAMTS5 ADAMTS6 ADAMTS7 ADAMTS8 ADAMTS9 ADAMTSL1 ADAMTSL2 ADAMTSL3 ADAMTSL4 ADAMTSL5 B3GLCT CFP POFUT2 SBSPON SEMA5A SEMA5B SPON1 SPON2 SSPOP THBS1 THBS2 THSD1 THSD4 THSD7A THSD7B REACTOME_O_LINKED_GLYCOSYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_O_LINKED_GLYCOSYLATION A4GNT ADAMTS1 ADAMTS10 ADAMTS12 ADAMTS13 ADAMTS14 ADAMTS15 ADAMTS16 ADAMTS17 ADAMTS18 ADAMTS19 ADAMTS2 ADAMTS20 ADAMTS3 ADAMTS4 ADAMTS5 ADAMTS6 ADAMTS7 ADAMTS8 ADAMTS9 ADAMTSL1 ADAMTSL2 ADAMTSL3 ADAMTSL4 ADAMTSL5 B3GALNT2 B3GLCT B3GNT2 B3GNT3 B3GNT4 B3GNT5 B3GNT6 B3GNT7 B3GNT8 B3GNT9 B3GNTL1 B4GALT5 B4GALT6 B4GAT1 C1GALT1 C1GALT1C1 CFP CHST4 DAG1 GALNT1 GALNT10 GALNT11 GALNT12 GALNT13 GALNT14 GALNT15 GALNT16 GALNT17 GALNT18 GALNT2 GALNT3 GALNT4 GALNT5 GALNT6 GALNT7 GALNT8 GALNT9 GALNTL5 GALNTL6 GCNT1 GCNT3 GCNT4 GCNT7 LARGE1 LARGE2 MUC1 MUC12 MUC13 MUC15 MUC16 MUC17 MUC20 MUC21 MUC3A MUC4 MUC5AC MUC5B MUC6 MUC7 MUCL1 POFUT2 POMGNT1 POMGNT2 POMK POMT1 POMT2 SBSPON SEMA5A SEMA5B SPON1 SPON2 SSPOP ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST6GAL1 ST6GALNAC2 ST6GALNAC3 ST6GALNAC4 THBS1 THBS2 THSD1 THSD4 THSD7A THSD7B REACTOME_O_LINKED_GLYCOSYLATION_OF_MUCINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_O_LINKED_GLYCOSYLATION_OF_MUCINS A4GNT B3GNT2 B3GNT3 B3GNT4 B3GNT5 B3GNT6 B3GNT7 B3GNT8 B3GNT9 B3GNTL1 B4GALT5 B4GALT6 C1GALT1 C1GALT1C1 CHST4 GALNT1 GALNT10 GALNT11 GALNT12 GALNT13 GALNT14 GALNT15 GALNT16 GALNT17 GALNT18 GALNT2 GALNT3 GALNT4 GALNT5 GALNT6 GALNT7 GALNT8 GALNT9 GALNTL5 GALNTL6 GCNT1 GCNT3 GCNT4 GCNT7 MUC1 MUC12 MUC13 MUC15 MUC16 MUC17 MUC20 MUC21 MUC3A MUC4 MUC5AC MUC5B MUC6 MUC7 MUCL1 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST6GAL1 ST6GALNAC2 ST6GALNAC3 ST6GALNAC4 REACTOME_P130CAS_LINKAGE_TO_MAPK_SIGNALING_FOR_INTEGRINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_P130CAS_LINKAGE_TO_MAPK_SIGNALING_FOR_INTEGRINS APBB1IP BCAR1 CRK FGA FGB FGG FN1 ITGA2B ITGB3 PTK2 RAP1A RAP1B SRC TLN1 VWF REACTOME_P2Y_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_P2Y_RECEPTORS GPR17 LPAR4 LPAR6 P2RY1 P2RY10 P2RY11 P2RY12 P2RY13 P2RY14 P2RY2 P2RY4 P2RY6 REACTOME_P38MAPK_EVENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_P38MAPK_EVENTS HRAS KRAS MAPK11 MAPK12 MAPK13 MAPK14 MAPKAPK2 MAPKAPK3 NRAS RALA RALB RALGDS SRC REACTOME_P75NTR_NEGATIVELY_REGULATES_CELL_CYCLE_VIA_SC1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_P75NTR_NEGATIVELY_REGULATES_CELL_CYCLE_VIA_SC1 HDAC1 HDAC2 HDAC3 NGF NGFR PRDM4 REACTOME_P75NTR_RECRUITS_SIGNALLING_COMPLEXES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_P75NTR_RECRUITS_SIGNALLING_COMPLEXES IKBKB IRAK1 MYD88 NGF NGFR PRKCI RIPK2 RPS27A SQSTM1 TRAF6 UBA52 UBB UBC REACTOME_P75NTR_REGULATES_AXONOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_P75NTR_REGULATES_AXONOGENESIS ARHGDIA LINGO1 MAG MCF2 NGF NGFR OMG RHOA RTN4 RTN4R REACTOME_P75NTR_SIGNALS_VIA_NF_KB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_P75NTR_SIGNALS_VIA_NF_KB IKBKB IRAK1 MYD88 NFKB1 NFKBIA NGF NGFR PRKCI RELA RIPK2 RPS27A SQSTM1 TRAF6 UBA52 UBB UBC REACTOME_P75_NTR_RECEPTOR_MEDIATED_SIGNALLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_P75_NTR_RECEPTOR_MEDIATED_SIGNALLING AATF ABR ADAM17 AKAP13 APH1A APH1B ARHGDIA ARHGEF1 ARHGEF10 ARHGEF10L ARHGEF11 ARHGEF12 ARHGEF15 ARHGEF16 ARHGEF17 ARHGEF18 ARHGEF19 ARHGEF2 ARHGEF26 ARHGEF3 ARHGEF33 ARHGEF35 ARHGEF37 ARHGEF38 ARHGEF39 ARHGEF4 ARHGEF40 ARHGEF5 ARHGEF6 ARHGEF7 ARHGEF9 BAD BCL2L11 BEX3 CASP2 CASP3 ECT2 FGD1 FGD2 FGD3 FGD4 GNA13 HDAC1 HDAC2 HDAC3 IKBKB IRAK1 ITGB3BP ITSN1 KALRN LINGO1 MAG MAGED1 MAPK8 MCF2 MCF2L MYD88 NCSTN NET1 NFKB1 NFKBIA NGEF NGF NGFR OBSCN OMG PLEKHG2 PLEKHG5 PRDM4 PREX1 PRKCI PSEN1 PSEN2 PSENEN RAC1 RASGRF2 RELA RHOA RIPK2 RPS27A RTN4 RTN4R SMPD2 SOS1 SOS2 SQSTM1 TIAM1 TIAM2 TRAF6 TRIO UBA52 UBB UBC VAV1 VAV2 VAV3 YWHAE REACTOME_PARACETAMOL_ADME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PARACETAMOL_ADME ABCC1 ABCC2 ABCC3 ABCC4 ABCC5 ABCG2 ACY1 CNDP2 CYP2E1 GGT1 GGT5 GGT6 GGT7 GSTM1 GSTP1 GSTT1 NAT1 NAT2 SULT1A1 SULT1A3 SULT1A4 SULT1C4 SULT1E1 SULT2A1 UGT1A1 UGT1A10 UGT1A6 UGT1A9 UGT2B15 REACTOME_PARASITE_INFECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PARASITE_INFECTION ABI1 ABI2 ABL1 ACTB ACTG1 ACTR2 ACTR3 ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 BAIAP2 BRK1 BTK CD247 CD3G CDC42 CRK CYFIP1 CYFIP2 DOCK1 ELMO1 ELMO2 FCGR3A FGR FYN GRB2 HCK IGHG1 IGHG2 IGHG4 IGHV1-2 IGHV1-46 IGHV1-69 IGHV2-5 IGHV2-70 IGHV3-11 IGHV3-13 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-48 IGHV3-53 IGHV3-7 IGHV4-34 IGHV4-39 IGHV4-59 IGKV1-12 IGKV1-16 IGKV1-17 IGKV1-33 IGKV1-39 IGKV1-5 IGKV1D-12 IGKV1D-16 IGKV1D-33 IGKV1D-39 IGKV2-28 IGKV2-30 IGKV2D-28 IGKV2D-30 IGKV2D-40 IGKV3-11 IGKV3-15 IGKV3-20 IGKV3D-20 IGKV4-1 IGKV5-2 IGLC2 IGLC3 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-51 IGLV2-11 IGLV2-14 IGLV2-23 IGLV2-8 IGLV3-1 IGLV3-19 IGLV3-21 IGLV3-25 IGLV3-27 IGLV6-57 IGLV7-43 LYN MAPK1 MAPK3 MYH2 MYH9 MYO10 MYO1C MYO5A MYO9B NCK1 NCKAP1 NCKAP1L NCKIPSD PTK2 RAC1 SRC SYK VAV1 VAV2 VAV3 WAS WASF1 WASF2 WASF3 WASL WIPF1 WIPF2 WIPF3 YES1 REACTOME_PASSIVE_TRANSPORT_BY_AQUAPORINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PASSIVE_TRANSPORT_BY_AQUAPORINS AQP1 AQP10 AQP11 AQP12A AQP2 AQP3 AQP4 AQP5 AQP6 AQP7 AQP8 AQP9 MIP REACTOME_PCNA_DEPENDENT_LONG_PATCH_BASE_EXCISION_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PCNA_DEPENDENT_LONG_PATCH_BASE_EXCISION_REPAIR APEX1 FEN1 LIG1 PCNA POLB POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 REACTOME_PCP_CE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PCP_CE_PATHWAY AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 ARRB2 CLTA CLTB CLTC DAAM1 DVL1 DVL2 DVL3 FZD1 FZD2 FZD3 FZD4 FZD5 FZD6 FZD7 FZD8 PARD6A PFN1 PRICKLE1 PRKCA PRKCB PRKCG PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RAC1 RAC2 RAC3 RHOA ROR1 ROR2 RPS27A RYK SCRIB SEM1 SMURF1 SMURF2 UBA52 UBB UBC VANGL2 WNT1 WNT11 WNT4 WNT5A WNT5B REACTOME_PD_1_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PD_1_SIGNALING CD247 CD274 CD3D CD3E CD3G CD4 CSK HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 LCK PDCD1 PDCD1LG2 PTPN11 PTPN6 TRAV19 TRAV29DV5 TRAV8-4 TRBV12-3 TRBV7-9 REACTOME_PECAM1_INTERACTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PECAM1_INTERACTIONS FYN INPP5D ITGAV ITGB3 LCK LYN PECAM1 PLCG1 PTPN11 PTPN6 SRC YES1 REACTOME_PENTOSE_PHOSPHATE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PENTOSE_PHOSPHATE_PATHWAY DERA G6PD PGD PGLS PGM2 PRPS1 PRPS1L1 PRPS2 RBKS RPE RPEL1 RPIA SHPK TALDO1 TKT REACTOME_PEPTIDE_HORMONE_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PEPTIDE_HORMONE_BIOSYNTHESIS CGA CGB3 CGB5 CGB8 FSHB INHA INHBA INHBB INHBC INHBE LHB PCSK1 POMC TSHB REACTOME_PEPTIDE_HORMONE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PEPTIDE_HORMONE_METABOLISM ACE ACE2 ACHE AGT ANPEP AOPEP ATP6AP2 BCHE CDX2 CES1 CGA CGB3 CGB5 CGB8 CLTRN CMA1 CPA3 CPB1 CPB2 CPE CRHR2 CTNNB1 CTSD CTSG CTSZ DPP4 ENPEP ERO1B EXOC1 EXOC2 EXOC3 EXOC4 EXOC5 EXOC6 EXOC7 EXOC8 FFAR1 FFAR4 FSHB GATA4 GCG GH1 GHRL GIP GNAT3 GNB1 GNB3 GNG13 GPR119 GRP GZMH IGF1 INHA INHBA INHBB INHBC INHBE INS ISL1 KIF5A KIF5B KIF5C KLF4 LEP LHB MBOAT4 MME MYO5A MYRIP P4HB PAX6 PCSK1 PCSK2 PLA2G7 POMC RAB27A REN SEC11A SEC11C SLC30A5 SLC30A8 SPCS1 SPCS2 SPCS3 STX1A TCF7L2 TSHB UCN VAMP2 REACTOME_PEPTIDE_LIGAND_BINDING_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PEPTIDE_LIGAND_BINDING_RECEPTORS ACKR1 ACKR2 ACKR3 ACKR4 AGT AGTR1 AGTR2 ANXA1 APLN APLNR APP AVP AVPR1A AVPR1B AVPR2 BDKRB1 BDKRB2 BRS3 C3 C3AR1 C5 C5AR1 C5AR2 CCK CCKAR CCKBR CCL1 CCL11 CCL13 CCL16 CCL17 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL25 CCL27 CCL28 CCL3 CCL3L1 CCL3L3 CCL4 CCL5 CCL7 CCR1 CCR10 CCR2 CCR3 CCR4 CCR5 CCR6 CCR7 CCR8 CCR9 CCRL2 CORT CX3CL1 CX3CR1 CXCL1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL16 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 CXCR1 CXCR2 CXCR3 CXCR4 CXCR5 CXCR6 ECE1 ECE2 EDN1 EDN2 EDN3 EDNRA EDNRB F2 F2R F2RL1 F2RL2 F2RL3 FPR1 FPR2 FPR3 GAL GALR1 GALR2 GALR3 GHRL GHSR GPER1 GPR37 GPR37L1 GRP GRPR HCRT HCRTR1 HCRTR2 HEBP1 INSL3 INSL5 KEL KISS1 KISS1R KNG1 MC1R MC2R MC3R MC4R MC5R MCHR1 MCHR2 MLN MLNR NLN NMB NMBR NMS NMU NMUR1 NMUR2 NPB NPBWR1 NPBWR2 NPFF NPFFR1 NPFFR2 NPS NPSR1 NPW NPY NPY1R NPY2R NPY4R NPY5R NTS NTSR1 NTSR2 OPRD1 OPRK1 OPRL1 OPRM1 OXT OXTR PDYN PENK PF4 PMCH PNOC POMC PPBP PPY PRLH PRLHR PROK1 PROK2 PROKR1 PROKR2 PSAP PYY QRFP QRFPR RLN2 RLN3 RXFP1 RXFP2 RXFP3 RXFP4 SAA1 SST SSTR1 SSTR2 SSTR3 SSTR4 SSTR5 TAC1 TAC3 TACR1 TACR2 TACR3 TRH TRHR UTS2 UTS2B UTS2R XCL1 XCL2 XCR1 XK REACTOME_PERK_REGULATES_GENE_EXPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PERK_REGULATES_GENE_EXPRESSION ASNS ATF3 ATF4 ATF6 CCL2 CEBPB CEBPG CXCL8 DCP2 DDIT3 DIS3 EIF2AK3 EIF2S1 EIF2S2 EIF2S3 EXOSC1 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 HERPUD1 HSPA5 IGFBP1 KHSRP NFYA NFYB NFYC PARN REACTOME_PEROXISOMAL_LIPID_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PEROXISOMAL_LIPID_METABOLISM ABCD1 ACAA1 ACBD4 ACBD5 ACOT4 ACOT6 ACOT8 ACOX1 ACOX2 ACOX3 ACOXL ALDH3A2 AMACR CRAT CROT DECR2 ECI2 EHHADH HACL1 HAO2 HSD17B4 MLYCD NUDT19 NUDT7 PECR PHYH SCP2 SLC25A17 SLC27A2 REACTOME_PEROXISOMAL_PROTEIN_IMPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PEROXISOMAL_PROTEIN_IMPORT ACAA1 ACOT2 ACOT4 ACOT8 ACOX1 ACOX2 ACOX3 AGPS AGXT AMACR BAAT CAT CRAT CROT DAO DDO DECR2 DHRS4 ECH1 ECI2 EHHADH EPHX2 GNPAT GSTK1 HACL1 HAO1 HAO2 HMGCL HSD17B4 IDE IDH1 LONP2 MLYCD MPV17 NOS2 NUDT19 NUDT7 PAOX PECR PEX1 PEX10 PEX12 PEX13 PEX14 PEX2 PEX26 PEX5 PEX6 PEX7 PHYH PIPOX RPS27A SCP2 SLC27A2 TYSND1 UBA52 UBB UBC UBE2D1 UBE2D2 UBE2D3 USP9X ZFAND6 REACTOME_PEXOPHAGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PEXOPHAGY ATM EPAS1 MAP1LC3B NBR1 PEX5 RPS27A SQSTM1 UBA52 UBB UBC USP30 REACTOME_PHASE_0_RAPID_DEPOLARISATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PHASE_0_RAPID_DEPOLARISATION CACNA1C CACNA2D2 CACNB1 CACNB2 CACNG4 CACNG6 CACNG7 CACNG8 CALM1 CAMK2A CAMK2B CAMK2D CAMK2G FGF11 FGF12 FGF13 FGF14 RANGRF SCN10A SCN11A SCN1A SCN1B SCN2A SCN2B SCN3A SCN3B SCN4A SCN4B SCN5A SCN7A SCN8A SCN9A REACTOME_PHASE_1_INACTIVATION_OF_FAST_NA_CHANNELS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PHASE_1_INACTIVATION_OF_FAST_NA_CHANNELS KCND1 KCND2 KCND3 KCNIP1 KCNIP2 KCNIP3 KCNIP4 REACTOME_PHASE_2_PLATEAU_PHASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PHASE_2_PLATEAU_PHASE AKAP9 CACNA1C CACNA2D2 CACNB1 CACNB2 CACNG4 CACNG6 CACNG7 CACNG8 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNQ1 REACTOME_PHASE_3_RAPID_REPOLARISATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PHASE_3_RAPID_REPOLARISATION AKAP9 KCNA5 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNH2 KCNQ1 REACTOME_PHASE_4_RESTING_MEMBRANE_POTENTIAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PHASE_4_RESTING_MEMBRANE_POTENTIAL KCNJ12 KCNJ14 KCNJ2 KCNJ4 KCNK1 KCNK10 KCNK12 KCNK13 KCNK15 KCNK16 KCNK17 KCNK18 KCNK2 KCNK3 KCNK4 KCNK5 KCNK6 KCNK7 KCNK9 REACTOME_PHASE_II_CONJUGATION_OF_COMPOUNDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PHASE_II_CONJUGATION_OF_COMPOUNDS ABHD10 ABHD14B ACSM1 ACSM2A ACSM2B ACSM4 ACSM5 AHCY AKR1A1 AS3MT BPNT1 BPNT2 CHAC1 CHAC2 CNDP2 COMT CYP1A2 ESD GCLC GCLM GGCT GGT1 GGT5 GGT6 GGT7 GLYAT GLYATL1 GLYATL2 GLYATL3 GSS GSTA1 GSTA2 GSTA3 GSTA4 GSTA5 GSTK1 GSTM1 GSTM2 GSTM3 GSTM4 GSTM5 GSTO1 GSTO2 GSTP1 GSTT1 GSTT2 GSTT2B GSTZ1 HPGDS MAT1A MAT2A MAT2B MGST1 MGST2 MGST3 MTR MTRR N6AMT1 NAT1 NAT2 NNMT OPLAH PAPSS1 PAPSS2 PODXL2 SLC26A1 SLC26A2 SLC35B2 SLC35B3 SLC35D1 SULT1A1 SULT1A2 SULT1A3 SULT1A4 SULT1B1 SULT1C2 SULT1C4 SULT1E1 SULT2A1 SULT2B1 SULT4A1 SULT6B1 TPMT TPST1 TPST2 TRMT112 UGDH UGP2 UGT1A1 UGT1A10 UGT1A3 UGT1A4 UGT1A5 UGT1A6 UGT1A7 UGT1A8 UGT1A9 UGT2A1 UGT2A2 UGT2A3 UGT2B10 UGT2B11 UGT2B15 UGT2B17 UGT2B28 UGT2B4 UGT2B7 UGT3A1 UGT3A2 REACTOME_PHASE_I_FUNCTIONALIZATION_OF_COMPOUNDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PHASE_I_FUNCTIONALIZATION_OF_COMPOUNDS AADAC ACSS1 ACSS2 ADH1A ADH1B ADH1C ADH4 ADH5 ADH6 ADH7 AHR AIP ALDH1A1 ALDH1B1 ALDH2 ALDH3A1 AOC1 AOC2 AOC3 ARNT ARNT2 BPHL CBR3 CES1 CES2 CES3 CMBL CYB5B CYB5R3 CYP11A1 CYP11B1 CYP11B2 CYP19A1 CYP1A1 CYP1A2 CYP1B1 CYP21A2 CYP24A1 CYP26A1 CYP26B1 CYP26C1 CYP27A1 CYP27B1 CYP2A13 CYP2A6 CYP2A7 CYP2B6 CYP2C18 CYP2C19 CYP2C8 CYP2C9 CYP2D6 CYP2E1 CYP2F1 CYP2J2 CYP2R1 CYP2S1 CYP2U1 CYP2W1 CYP39A1 CYP3A4 CYP3A43 CYP3A5 CYP3A7 CYP46A1 CYP4A11 CYP4A22 CYP4B1 CYP4F11 CYP4F12 CYP4F2 CYP4F22 CYP4F3 CYP4F8 CYP4V2 CYP51A1 CYP7A1 CYP7B1 CYP8B1 EPHX1 FDX1 FDX2 FDXR FMO1 FMO2 FMO3 HSP90AB1 MAOA MAOB MTARC1 MTARC2 NCOA1 NCOA2 NQO2 NR1H4 PAOX POMC POR PTGES3 PTGIS PTGS1 RXRA SMOX TBXAS1 REACTOME_PHENYLALANINE_AND_TYROSINE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PHENYLALANINE_AND_TYROSINE_METABOLISM ASRGL1 FAH GSTZ1 HGD HPD IL4I1 KYAT1 PAH PCBD1 QDPR TAT REACTOME_PHENYLALANINE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PHENYLALANINE_METABOLISM ASRGL1 IL4I1 KYAT1 PAH PCBD1 QDPR REACTOME_PHOSPHATE_BOND_HYDROLYSIS_BY_NTPDASE_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PHOSPHATE_BOND_HYDROLYSIS_BY_NTPDASE_PROTEINS ENTPD1 ENTPD2 ENTPD3 ENTPD4 ENTPD5 ENTPD6 ENTPD7 ENTPD8 REACTOME_PHOSPHATE_BOND_HYDROLYSIS_BY_NUDT_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PHOSPHATE_BOND_HYDROLYSIS_BY_NUDT_PROTEINS ADPRM NUDT1 NUDT15 NUDT16 NUDT18 NUDT5 NUDT9 REACTOME_PHOSPHOLIPASE_C_MEDIATED_CASCADE_FGFR1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PHOSPHOLIPASE_C_MEDIATED_CASCADE_FGFR1 FGF1 FGF10 FGF17 FGF2 FGF20 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF8 FGF9 FGFR1 KL PLCG1 REACTOME_PHOSPHOLIPASE_C_MEDIATED_CASCADE_FGFR2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PHOSPHOLIPASE_C_MEDIATED_CASCADE_FGFR2 FGF1 FGF10 FGF16 FGF17 FGF18 FGF2 FGF20 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR2 PLCG1 REACTOME_PHOSPHOLIPASE_C_MEDIATED_CASCADE_FGFR4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PHOSPHOLIPASE_C_MEDIATED_CASCADE_FGFR4 FGF1 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF23 FGF4 FGF6 FGF8 FGF9 FGFR4 KLB PLCG1 REACTOME_PHOSPHOLIPID_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PHOSPHOLIPID_METABOLISM ABHD3 ABHD4 ACHE ACP6 AGK AGPAT1 AGPAT2 AGPAT3 AGPAT4 AGPAT5 ALPI ARF1 ARF3 AWAT2 BCHE BMX CDIPT CDS1 CDS2 CEPT1 CHAT CHKA CHKB CHPT1 CPNE1 CPNE3 CPNE6 CPNE7 CRLS1 CSNK2A1 CSNK2A2 CSNK2B DDHD1 DDHD2 DGAT1 DGAT2 DGAT2L6 ENPP6 ETNK1 ETNK2 ETNPPL FIG4 GDE1 GDPD1 GDPD3 GDPD5 GNPAT GPAM GPAT2 GPAT3 GPAT4 GPCPD1 GPD1 GPD1L GPD2 HADHA HADHB INPP4A INPP4B INPP5D INPP5E INPP5F INPP5J INPP5K INPPL1 LCLAT1 LIPH LIPI LPCAT1 LPCAT2 LPCAT3 LPCAT4 LPGAT1 LPIN1 LPIN2 LPIN3 MBOAT1 MBOAT2 MBOAT7 MFSD2A MGLL MIGA1 MIGA2 MTM1 MTMR1 MTMR10 MTMR12 MTMR14 MTMR2 MTMR3 MTMR4 MTMR6 MTMR7 MTMR8 MTMR9 OCRL OSBPL10 OSBPL5 OSBPL8 PCTP PCYT1A PCYT1B PCYT2 PEMT PGS1 PHOSPHO1 PI4K2A PI4K2B PI4KA PI4KB PIK3C2A PIK3C2B PIK3C2G PIK3C3 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R4 PIK3R5 PIK3R6 PIKFYVE PIP4K2A PIP4K2B PIP4K2C PIP4P1 PIP5K1A PIP5K1B PIP5K1C PISD PITPNB PITPNM1 PITPNM2 PITPNM3 PLA1A PLA2G10 PLA2G12A PLA2G15 PLA2G1B PLA2G2A PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G4A PLA2G4B PLA2G4C PLA2G4D PLA2G4E PLA2G4F PLA2G5 PLA2G6 PLA2R1 PLAAT1 PLAAT2 PLAAT3 PLAAT4 PLAAT5 PLB1 PLBD1 PLD1 PLD2 PLD3 PLD4 PLD6 PLEKHA1 PLEKHA2 PLEKHA3 PLEKHA4 PLEKHA5 PLEKHA6 PLEKHA8 PNPLA2 PNPLA3 PNPLA6 PNPLA7 PNPLA8 PTDSS1 PTDSS2 PTEN PTPMT1 PTPN13 RAB14 RAB4A RAB5A RUFY1 SACM1L SBF1 SBF2 SELENOI SLC44A1 SLC44A2 SLC44A3 SLC44A4 SLC44A5 STARD10 STARD7 SYNJ1 SYNJ2 TAFAZZIN TMEM86B TNFAIP8 TNFAIP8L1 TNFAIP8L2 TNFAIP8L3 TPTE TPTE2 VAC14 REACTOME_PHOSPHORYLATION_OF_EMI1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PHOSPHORYLATION_OF_EMI1 CCNB1 CDC20 CDK1 FBXO5 FZR1 PLK1 REACTOME_PHOSPHORYLATION_OF_THE_APC_C https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PHOSPHORYLATION_OF_THE_APC_C ANAPC1 ANAPC10 ANAPC11 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 CCNB1 CDC16 CDC23 CDC26 CDC27 CDK1 PLK1 UBE2C UBE2D1 UBE2E1 UBE2S REACTOME_PHYSIOLOGICAL_FACTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PHYSIOLOGICAL_FACTORS CES1 CORIN GATA4 HIPK1 HIPK2 KAT2B MME NKX2-5 NPPA NPPC NPR1 NPR2 TBX5 WWTR1 REACTOME_PI3K_AKT_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PI3K_AKT_ACTIVATION IRS1 IRS2 NGF NTRK1 PIK3CA PIK3CB PIK3R1 PIK3R2 RHOA REACTOME_PI3K_AKT_SIGNALING_IN_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PI3K_AKT_SIGNALING_IN_CANCER AKT1 AKT1S1 AKT2 AKT3 AREG BAD BTC CASP9 CD19 CD28 CD80 CD86 CDKN1A CDKN1B CHUK CREB1 EGF EGFR EPGN ERBB2 ERBB3 ERBB4 EREG ESR1 ESR2 FGF1 FGF10 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFR4 FLT3 FLT3LG FOXO1 FOXO3 FOXO4 FOXO6 FRS2 FYN GAB1 GAB2 GRB2 GSK3A GSK3B HBEGF HGF ICOS IRS1 IRS2 KIT KITLG KL KLB LCK MAPKAP1 MDM2 MET MLST8 MTOR NR4A1 NRG1 NRG2 NRG3 NRG4 PDGFA PDGFB PDGFRA PDGFRB PDPK1 PIK3AP1 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PRR5 PTEN PTPN11 RAC1 RAC2 RHOG RICTOR RPS6KB2 SRC STRN TGFA TRAT1 TSC2 VAV1 REACTOME_PI3K_EVENTS_IN_ERBB2_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PI3K_EVENTS_IN_ERBB2_SIGNALING BTC EGF EGFR ERBB2 ERBB3 ERBB4 EREG GAB1 GRB2 HBEGF NRG1 NRG2 NRG3 NRG4 PIK3CA PIK3R1 REACTOME_PI3K_EVENTS_IN_ERBB4_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PI3K_EVENTS_IN_ERBB4_SIGNALING BTC ERBB4 EREG HBEGF NRG1 NRG2 NRG3 NRG4 PIK3CA PIK3R1 REACTOME_PI5P_REGULATES_TP53_ACETYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PI5P_REGULATES_TP53_ACETYLATION EP300 ING2 MAP2K6 PIN1 PIP4K2A PIP4K2B PIP4K2C PIP4P1 TP53 REACTOME_PINK1_PRKN_MEDIATED_MITOPHAGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PINK1_PRKN_MEDIATED_MITOPHAGY ATG12 ATG5 MAP1LC3A MAP1LC3B MFN1 MFN2 MTERF3 PINK1 PRKN RPS27A SQSTM1 TOMM20 TOMM22 TOMM40 TOMM5 TOMM6 TOMM7 TOMM70 UBA52 UBB UBC VDAC1 REACTOME_PIWI_INTERACTING_RNA_PIRNA_BIOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PIWI_INTERACTING_RNA_PIRNA_BIOGENESIS ASZ1 DDX4 FKBP6 HENMT1 HSP90AA1 MAEL MOV10L1 MYBL1 PIWIL1 PIWIL2 PIWIL4 PLD6 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L TDRD1 TDRD12 TDRD6 TDRD9 TDRKH REACTOME_PI_3K_CASCADE_FGFR1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PI_3K_CASCADE_FGFR1 FGF1 FGF10 FGF17 FGF2 FGF20 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF8 FGF9 FGFR1 FRS2 GAB1 GRB2 KL PIK3CA PIK3R1 PTPN11 REACTOME_PI_3K_CASCADE_FGFR2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PI_3K_CASCADE_FGFR2 FGF1 FGF10 FGF16 FGF17 FGF18 FGF2 FGF20 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR2 FRS2 GAB1 GRB2 PIK3CA PIK3R1 PTPN11 REACTOME_PI_3K_CASCADE_FGFR3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PI_3K_CASCADE_FGFR3 FGF1 FGF16 FGF17 FGF18 FGF2 FGF20 FGF23 FGF4 FGF5 FGF8 FGF9 FGFR3 FRS2 GAB1 GRB2 PIK3CA PIK3R1 PTPN11 REACTOME_PI_3K_CASCADE_FGFR4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PI_3K_CASCADE_FGFR4 FGF1 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF23 FGF4 FGF6 FGF8 FGF9 FGFR4 FRS2 GAB1 GRB2 KLB PIK3CA PIK3R1 PTPN11 REACTOME_PI_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PI_METABOLISM ARF1 ARF3 BMX ENPP6 FIG4 GDE1 GDPD1 GDPD3 GDPD5 INPP4A INPP4B INPP5D INPP5E INPP5F INPP5J INPP5K INPPL1 MTM1 MTMR1 MTMR10 MTMR12 MTMR14 MTMR2 MTMR3 MTMR4 MTMR6 MTMR7 MTMR8 MTMR9 OCRL PI4K2A PI4K2B PI4KA PI4KB PIK3C2A PIK3C2B PIK3C2G PIK3C3 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R4 PIK3R5 PIK3R6 PIKFYVE PIP4K2A PIP4K2B PIP4K2C PIP4P1 PIP5K1A PIP5K1B PIP5K1C PITPNB PLEKHA1 PLEKHA2 PLEKHA3 PLEKHA4 PLEKHA5 PLEKHA6 PLEKHA8 PNPLA6 PNPLA7 PTEN PTPN13 RAB14 RAB4A RAB5A RUFY1 SACM1L SBF1 SBF2 SYNJ1 SYNJ2 TNFAIP8 TNFAIP8L1 TNFAIP8L2 TNFAIP8L3 TPTE TPTE2 VAC14 REACTOME_PKA_ACTIVATION_IN_GLUCAGON_SIGNALLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PKA_ACTIVATION_IN_GLUCAGON_SIGNALLING ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 GNAS PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B REACTOME_PKA_MEDIATED_PHOSPHORYLATION_OF_CREB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PKA_MEDIATED_PHOSPHORYLATION_OF_CREB ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 CALM1 CREB1 NBEA PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKX REACTOME_PKA_MEDIATED_PHOSPHORYLATION_OF_KEY_METABOLIC_FACTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PKA_MEDIATED_PHOSPHORYLATION_OF_KEY_METABOLIC_FACTORS MLXIPL PFKFB1 PRKACA PRKACB PRKACG REACTOME_PKMTS_METHYLATE_HISTONE_LYSINES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PKMTS_METHYLATE_HISTONE_LYSINES AEBP2 ASH1L ASH2L ATF7IP DOT1L DPY30 EED EHMT1 EHMT2 EZH2 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 KMT2A KMT2B KMT2C KMT2D KMT5A KMT5B KMT5C MECOM NFKB1 NFKB2 NSD1 NSD2 NSD3 PRDM16 PRDM9 RBBP4 RBBP5 RBBP7 RELA SETD1A SETD1B SETD2 SETD3 SETD6 SETD7 SETDB1 SETDB2 SMYD2 SMYD3 SUV39H1 SUV39H2 SUZ12 WDR5 REACTOME_PKR_MEDIATED_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PKR_MEDIATED_SIGNALING ADAR ARIH1 CDK1 CENPS CENPX CHUK DHX9 DNAJC3 DUS2 EIF2AK2 EIF2S1 EIF2S2 EIF2S3 FAAP100 FAAP20 FAAP24 FANCA FANCB FANCC FANCE FANCF FANCG FANCL FANCM HERC5 HSPA1A HSPA1B HSPA1L HSPA2 HSPA8 IKBKB IKBKG ILF2 ILF3 ISG15 MAP2K6 MAPT MAVS NCK1 NPM1 PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PRKRA PTPN2 SNCA SPHK1 STAT1 STAT3 SUMO1 TARBP2 TP53 TRIM25 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B UBE2I UBE2L6 REACTOME_PLASMA_LIPOPROTEIN_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PLASMA_LIPOPROTEIN_ASSEMBLY A2M ABCA1 APOA1 APOA2 APOA4 APOB APOC1 APOC2 APOC3 APOC4 APOE BMP1 MTTP P4HB PRKACA PRKACB PRKACG SAR1B ZDHHC8 REACTOME_PLASMA_LIPOPROTEIN_ASSEMBLY_REMODELING_AND_CLEARANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PLASMA_LIPOPROTEIN_ASSEMBLY_REMODELING_AND_CLEARANCE A2M ABCA1 ABCG1 ALB AMN ANGPTL3 ANGPTL4 ANGPTL8 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 APOA1 APOA2 APOA4 APOA5 APOB APOBR APOC1 APOC2 APOC3 APOC4 APOE APOF BMP1 CES3 CETP CIDEC CLTA CLTC CREB3L3 CUBN FGF21 FURIN GPIHBP1 HDLBP LCAT LDLR LDLRAP1 LIPA LIPC LIPG LMF1 LMF2 LPA LPL LSR MBTPS1 MBTPS2 MTTP MYLIP NCEH1 NPC1 NPC2 NR1H2 NR1H3 P4HB PCSK5 PCSK6 PCSK9 PLTP PRKACA PRKACB PRKACG RPS27A SAR1B SCARB1 SOAT1 SOAT2 UBA52 UBB UBC VLDLR ZDHHC8 REACTOME_PLASMA_LIPOPROTEIN_CLEARANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PLASMA_LIPOPROTEIN_CLEARANCE AMN AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 APOA1 APOB APOBR APOC1 APOC4 APOE CES3 CLTA CLTC CUBN HDLBP LDLR LDLRAP1 LIPA LIPC LSR MYLIP NCEH1 NPC1 NPC2 NR1H2 NR1H3 PCSK9 RPS27A SCARB1 SOAT1 SOAT2 UBA52 UBB UBC VLDLR REACTOME_PLASMA_LIPOPROTEIN_REMODELING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PLASMA_LIPOPROTEIN_REMODELING ABCG1 ALB ANGPTL3 ANGPTL4 ANGPTL8 APOA1 APOA2 APOA4 APOA5 APOB APOC2 APOC3 APOE APOF CETP CIDEC CREB3L3 FGF21 FURIN GPIHBP1 LCAT LIPC LIPG LMF1 LMF2 LPA LPL MBTPS1 MBTPS2 MTTP P4HB PCSK5 PCSK6 PLTP REACTOME_PLATELET_ACTIVATION_SIGNALING_AND_AGGREGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PLATELET_ACTIVATION_SIGNALING_AND_AGGREGATION A1BG A2M AAMP ABCC4 ABHD12 ABHD6 ACTN1 ACTN2 ACTN4 ADRA2A ADRA2B ADRA2C AHSG AKT1 ALB ALDOA ANXA5 APBB1IP APLP2 APOA1 APOH APOOL APP ARRB1 ARRB2 BCAR1 BRPF3 CALM1 CALU CAP1 CD109 CD36 CD63 CD9 CDC37L1 CDC42 CFD CFL1 CHID1 CLEC1B CLEC3B CLU COL1A1 COL1A2 CRK CSK CTSW CYB5R1 CYRIB DAGLA DAGLB DGKA DGKB DGKD DGKE DGKG DGKH DGKI DGKK DGKQ DGKZ ECM1 EGF ENDOD1 F13A1 F2 F2R F2RL2 F2RL3 F5 F8 FAM3C FCER1G FERMT3 FGA FGB FGG FLNA FN1 FYN GAS6 GNA11 GNA12 GNA13 GNA14 GNA15 GNAI1 GNAI2 GNAI3 GNAQ GNAT3 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 GP1BA GP1BB GP5 GP6 GP9 GRB2 GTPBP2 HABP4 HGF HRG HSPA5 IGF1 IGF2 ISLR ITGA2B ITGB3 ITIH3 ITIH4 ITPR1 ITPR2 ITPR3 KNG1 LAMP2 LAT LCK LCP2 LEFTY2 LGALS3BP LHFPL2 LY6G6F LYN MAGED2 MANF MAPK1 MAPK14 MAPK3 MGLL MMRN1 MPIG6B MPL NHLRC2 OLA1 ORM1 ORM2 P2RY1 P2RY12 PCDH7 PCYOX1L PDGFA PDGFB PDPK1 PDPN PECAM1 PF4 PFN1 PHACTR2 PIK3CA PIK3CB PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PIK3R6 PLA2G4A PLCG2 PLEK PLG PPBP PPIA PRKCA PRKCB PRKCD PRKCE PRKCG PRKCH PRKCQ PRKCZ PROS1 PSAP PTK2 PTPN1 PTPN11 PTPN6 QSOX1 RAB27B RAC1 RAC2 RAF1 RAP1A RAP1B RAPGEF3 RAPGEF4 RARRES2 RASGRP1 RASGRP2 RHOA RHOB RHOG SCCPDH SCG3 SELENOP SELP SERPINA1 SERPINA3 SERPINA4 SERPINE1 SERPINF2 SERPING1 SHC1 SOD1 SOS1 SPARC SPP2 SRC SRGN STX4 STXBP2 STXBP3 SYK SYTL4 TAGLN2 TBXA2R TEX264 TF TGFB1 TGFB2 TGFB3 THBS1 THPO TIMP1 TIMP3 TLN1 TMSB4X TMX3 TOR4A TRPC3 TRPC6 TRPC7 TTN TUBA4A VAV1 VAV2 VAV3 VCL VEGFA VEGFB VEGFC VEGFD VTI1B VWF WDR1 YWHAZ REACTOME_PLATELET_ADHESION_TO_EXPOSED_COLLAGEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PLATELET_ADHESION_TO_EXPOSED_COLLAGEN COL1A1 COL1A2 FCER1G FYN GP1BA GP1BB GP5 GP6 GP9 ITGA1 ITGA10 ITGA2 ITGB1 LYN VWF REACTOME_PLATELET_AGGREGATION_PLUG_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PLATELET_AGGREGATION_PLUG_FORMATION ADRA2A ADRA2B ADRA2C AKT1 APBB1IP BCAR1 COL1A1 COL1A2 CRK CSK F2 FGA FGB FGG FN1 GP1BA GP1BB GP5 GP9 GRB2 ITGA2B ITGB3 MPL PDPK1 PTK2 PTPN1 RAP1A RAP1B RAPGEF3 RAPGEF4 RASGRP1 RASGRP2 SHC1 SOS1 SRC SYK THPO TLN1 VWF REACTOME_PLATELET_CALCIUM_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PLATELET_CALCIUM_HOMEOSTASIS ATP2A1 ATP2A2 ATP2A3 ATP2B1 ATP2B2 ATP2B3 ATP2B4 CALM1 ITPR1 ITPR2 ITPR3 ORAI1 ORAI2 P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX6 P2RX7 SLC8A1 SLC8A2 SLC8A3 SRI STIM1 TRPC3 TRPC6 TRPC7 REACTOME_PLATELET_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PLATELET_HOMEOSTASIS APOB ATP2A1 ATP2A2 ATP2A3 ATP2B1 ATP2B2 ATP2B3 ATP2B4 CALM1 FGR GNAS GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 GUCY1A1 GUCY1A2 GUCY1B1 IRAG1 ITPR1 ITPR2 ITPR3 KCNMA1 KCNMB1 KCNMB2 KCNMB3 KCNMB4 LRP8 MAPK14 NOS1 NOS2 NOS3 ORAI1 ORAI2 P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX6 P2RX7 PAFAH2 PDE10A PDE11A PDE1A PDE1B PDE2A PDE5A PDE9A PECAM1 PLA2G4A PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PRKG1 PRKG2 PTGIR PTPN11 PTPN6 SLC8A1 SLC8A2 SLC8A3 SRI STIM1 TRPC3 TRPC6 TRPC7 REACTOME_PLATELET_SENSITIZATION_BY_LDL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PLATELET_SENSITIZATION_BY_LDL APOB FGR LRP8 MAPK14 PECAM1 PLA2G4A PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PTPN11 PTPN6 REACTOME_POLB_DEPENDENT_LONG_PATCH_BASE_EXCISION_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_POLB_DEPENDENT_LONG_PATCH_BASE_EXCISION_REPAIR ADPRS APEX1 FEN1 LIG1 PARG PARP1 PARP2 POLB REACTOME_POLO_LIKE_KINASE_MEDIATED_EVENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_POLO_LIKE_KINASE_MEDIATED_EVENTS CCNB1 CCNB2 CDC25A CDC25C CENPF EP300 FOXM1 LIN37 LIN52 LIN54 LIN9 MYBL2 PKMYT1 PLK1 RBBP4 WEE1 REACTOME_POLYMERASE_SWITCHING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_POLYMERASE_SWITCHING PCNA POLA1 POLA2 POLD1 POLD2 POLD3 POLD4 PRIM1 PRIM2 RFC1 RFC2 RFC3 RFC4 RFC5 REACTOME_POLYMERASE_SWITCHING_ON_THE_C_STRAND_OF_THE_TELOMERE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_POLYMERASE_SWITCHING_ON_THE_C_STRAND_OF_THE_TELOMERE ACD CHTF18 CHTF8 CTC1 DSCC1 PCNA POLA1 POLA2 POLD1 POLD2 POLD3 POLD4 POT1 PRIM1 PRIM2 RFC1 RFC2 RFC3 RFC4 RFC5 STN1 TEN1 TERF1 TERF2 TERF2IP TINF2 REACTOME_POSITIVE_EPIGENETIC_REGULATION_OF_RRNA_EXPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_POSITIVE_EPIGENETIC_REGULATION_OF_RRNA_EXPRESSION ACTB BAZ1B CBX3 CHD3 CHD4 DDX21 DEK EHMT2 EP300 ERCC6 GATAD2A GATAD2B GSK3B H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HDAC1 HDAC2 KAT2A KAT2B MBD3 MTA1 MTA2 MTA3 MYBBP1A MYO1C POLR1A POLR1B POLR1C POLR1D POLR1E POLR1F POLR1G POLR1H POLR2E POLR2F POLR2H POLR2K POLR2L RBBP4 RBBP7 SF3B1 SMARCA5 TAF1A TAF1B TAF1C TAF1D TBP TTF1 REACTOME_POSTMITOTIC_NUCLEAR_PORE_COMPLEX_NPC_REFORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_POSTMITOTIC_NUCLEAR_PORE_COMPLEX_NPC_REFORMATION AHCTF1 KPNB1 NDC1 NUP107 NUP133 NUP155 NUP160 NUP188 NUP205 NUP35 NUP37 NUP43 NUP54 NUP58 NUP62 NUP85 NUP93 NUP98 POM121 RAN RANGAP1 RCC1 SEC13 SEH1L SUMO1 TNPO1 UBE2I REACTOME_POST_CHAPERONIN_TUBULIN_FOLDING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_POST_CHAPERONIN_TUBULIN_FOLDING_PATHWAY ARL2 TBCA TBCB TBCC TBCD TBCE TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 REACTOME_POST_TRANSCRIPTIONAL_SILENCING_BY_SMALL_RNAS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_POST_TRANSCRIPTIONAL_SILENCING_BY_SMALL_RNAS AGO1 AGO2 AGO3 AGO4 TNRC6A TNRC6B TNRC6C REACTOME_POST_TRANSLATIONAL_MODIFICATION_SYNTHESIS_OF_GPI_ANCHORED_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_POST_TRANSLATIONAL_MODIFICATION_SYNTHESIS_OF_GPI_ANCHORED_PROTEINS ALPG ALPI ALPL ART3 ART4 BST1 CD109 CD52 CEACAM5 CEACAM7 CNTN3 CNTN4 CNTN5 CPM DPM1 DPM2 DPM3 FCGR3B FOLR2 GP2 GPAA1 GPIHBP1 GPLD1 IZUMO1R LSAMP LY6D LY6E LY6G6C LY6G6D LY6H LY6K LYPD1 LYPD2 LYPD3 LYPD4 LYPD5 LYPD6B LYPD8 MDGA1 MDGA2 MELTF MSLN NEGR1 NRN1 NRN1L NTM NTNG1 NTNG2 OPCML OTOA PGAP1 PIGA PIGB PIGC PIGF PIGG PIGH PIGK PIGL PIGM PIGN PIGO PIGP PIGQ PIGS PIGT PIGU PIGV PIGW PIGX PIGY PIGZ PLAUR PLET1 PRND PRSS21 PRSS41 PSCA RAET1G RAET1L RECK RTN4RL1 RTN4RL2 SPACA4 SPRN TECTA TECTB TEX101 THY1 ULBP2 VNN1 VNN2 XPNPEP2 REACTOME_POST_TRANSLATIONAL_PROTEIN_MODIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_POST_TRANSLATIONAL_PROTEIN_MODIFICATION A4GNT AAAS ABRAXAS1 ABRAXAS2 ACTB ACTL6A ACTR10 ACTR1A ACTR5 ACTR8 ADAM10 ADAMTS1 ADAMTS10 ADAMTS12 ADAMTS13 ADAMTS14 ADAMTS15 ADAMTS16 ADAMTS17 ADAMTS18 ADAMTS19 ADAMTS2 ADAMTS20 ADAMTS3 ADAMTS4 ADAMTS5 ADAMTS6 ADAMTS7 ADAMTS8 ADAMTS9 ADAMTSL1 ADAMTSL2 ADAMTSL3 ADAMTSL4 ADAMTSL5 ADRB2 ADRM1 AFP AGBL1 AGBL2 AGBL3 AGBL4 AGBL5 AGTPBP1 AHSG ALB ALG1 ALG10 ALG10B ALG11 ALG12 ALG13 ALG14 ALG2 ALG3 ALG5 ALG6 ALG8 ALG9 ALPG ALPI ALPL AMBN AMDHD2 AMELX AMER1 AMFR AMTN ANK1 ANK2 ANK3 ANKRD28 ANKRD9 ANO8 APC APLP2 APOA1 APOA2 APOA5 APOB APOE APOL1 APP AR ARCN1 AREG ARF1 ARF3 ARF4 ARF5 ARFGAP1 ARFGAP2 ARFGAP3 ARRB1 ARRB2 ARSA ARSB ARSD ARSF ARSG ARSH ARSI ARSJ ARSK ARSL ART3 ART4 ASB1 ASB10 ASB11 ASB12 ASB13 ASB14 ASB15 ASB16 ASB17 ASB18 ASB2 ASB3 ASB4 ASB5 ASB6 ASB7 ASB8 ASB9 ASGR1 ASGR2 ASPH ASXL1 ASXL2 ATXN3 ATXN3L ATXN7 AURKA AURKB AXIN1 AXIN2 B3GALNT2 B3GLCT B3GNT2 B3GNT3 B3GNT4 B3GNT5 B3GNT6 B3GNT7 B3GNT8 B3GNT9 B3GNTL1 B4GALNT2 B4GALT1 B4GALT2 B4GALT3 B4GALT4 B4GALT5 B4GALT6 B4GAT1 BABAM1 BABAM2 BAP1 BARD1 BCL10 BECN1 BET1 BET1L BGLAP BIRC2 BIRC3 BIRC5 BLM BMI1 BMP15 BMP4 BPIFB2 BRCA1 BRCC3 BST1 BTBD1 BTBD6 BTRC C1GALT1 C1GALT1C1 C3 C4A CALM1 CALR CALU CAMKMT CAND1 CANX CAPZA1 CAPZA2 CAPZA3 CAPZB CASP8AP2 CBX2 CBX4 CBX5 CBX8 CCDC22 CCDC8 CCN1 CCNA1 CCNA2 CCNF CCP110 CD109 CD52 CD55 CD59 CDC20 CDC25A CDC34 CDC73 CDCA8 CDH2 CDK1 CDKN1A CDKN2A CEACAM5 CEACAM7 CETN2 CFP CFTR CGA CHD3 CHGB CHM CHML CHRDL1 CHST10 CHST4 CHST8 CISH CKAP4 CLSPN CMAS CNIH1 CNIH2 CNIH3 CNTN3 CNTN4 CNTN5 COG1 COG2 COG3 COG4 COG5 COG6 COG7 COG8 COL7A1 COMMD1 COMMD10 COMMD2 COMMD3 COMMD4 COMMD5 COMMD6 COMMD7 COMMD8 COMMD9 COP1 COPA COPB1 COPB2 COPE COPG1 COPG2 COPS2 COPS3 COPS4 COPS5 COPS6 COPS7A COPS7B COPS8 COPZ1 COPZ2 CP CPM CREBBP CSF1 CSNK1D CST3 CTBP1 CTR9 CTSA CTSC CTSZ CUL1 CUL2 CUL3 CUL4A CUL4B CUL5 CUL7 CUL9 CYLD DAD1 DAG1 DAXX DCAF10 DCAF11 DCAF13 DCAF16 DCAF17 DCAF4 DCAF5 DCAF6 DCAF7 DCAF8 DCTN1 DCTN2 DCTN3 DCTN4 DCTN5 DCTN6 DCUN1D1 DCUN1D2 DCUN1D3 DCUN1D4 DCUN1D5 DDA1 DDB1 DDB2 DDOST DDX17 DDX5 DERL1 DERL2 DHDDS DHPS DMP1 DNAJC24 DNAJC3 DNMT1 DNMT3A DNMT3B DOHH DOLK DOLPP1 DPAGT1 DPH1 DPH2 DPH3 DPH5 DPH6 DPH7 DPM1 DPM2 DPM3 DPP3 DRG1 DRG2 DTL DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 EDEM1 EDEM2 EDEM3 EEF1A1 EEF1AKMT1 EEF1AKMT2 EEF2 EEF2KMT EID3 EIF2AK2 EIF5A EIF5A2 ELOB ELOC ENAM ENGASE EP300 EPAS1 ERCC8 ESR1 ETF1 ETFB ETFBKMT EVA1A F10 F2 F5 F7 F8 F9 FAM20A FAM20C FBN1 FBXL12 FBXL13 FBXL14 FBXL15 FBXL16 FBXL18 FBXL19 FBXL20 FBXL22 FBXL3 FBXL4 FBXL5 FBXL7 FBXL8 FBXO10 FBXO11 FBXO15 FBXO17 FBXO2 FBXO21 FBXO22 FBXO27 FBXO30 FBXO31 FBXO32 FBXO4 FBXO40 FBXO41 FBXO44 FBXO6 FBXO7 FBXO9 FBXW10 FBXW11 FBXW12 FBXW2 FBXW4 FBXW5 FBXW7 FBXW8 FBXW9 FCGR3B FCSK FEM1A FEM1B FEM1C FGA FGF23 FGG FKBP8 FN1 FN3K FN3KRP FOLR1 FOLR2 FOXK1 FOXK2 FOXL2 FOXO4 FPGT FSTL1 FSTL3 FUCA1 FUCA2 FUOM FURIN FUT3 FUT8 GALNT1 GALNT10 GALNT11 GALNT12 GALNT13 GALNT14 GALNT15 GALNT16 GALNT17 GALNT18 GALNT2 GALNT3 GALNT4 GALNT5 GALNT6 GALNT7 GALNT8 GALNT9 GALNTL5 GALNTL6 GAN GANAB GAS6 GATA3 GBF1 GCNT1 GCNT3 GCNT4 GCNT7 GFPT1 GFPT2 GFUS GGCX GLB1 GMDS GMPPA GMPPB GNE GNPNAT1 GOLGA2 GOLGB1 GOLM1 GORASP1 GOSR1 GOSR2 GP2 GPAA1 GPC3 GPIHBP1 GPLD1 GPS1 GRIA1 H2AC1 H2AC11 H2AC12 H2AC13 H2AC14 H2AC15 H2AC16 H2AC17 H2AC18 H2AC19 H2AC20 H2AC21 H2AC25 H2AC4 H2AC6 H2AC7 H2AC8 H2BC1 H2BC10 H2BC11 H2BC12 H2BC13 H2BC14 H2BC15 H2BC17 H2BC18 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HCFC1 HDAC1 HDAC2 HDAC4 HDAC7 HERC2 HGS HIC1 HIF1A HIF3A HIPK2 HLA-A HLTF HNRNPC HNRNPK HRC HSP90B1 HSPA8 ICMT IDE IFIH1 IGFBP1 IGFBP3 IGFBP4 IGFBP5 IGFBP7 IKBKE IKBKG IL33 IL6 INCENP ING2 INO80 INO80B INO80C INO80D INO80E INS ITIH2 IZUMO1R JMJD4 JMJD6 JMJD7 JOSD1 JOSD2 KAT2A KAT2B KBTBD13 KBTBD6 KBTBD7 KBTBD8 KCTD6 KCTD7 KDELR1 KDELR2 KDELR3 KDM1B KDM8 KEAP1 KIN KLHL11 KLHL13 KLHL2 KLHL20 KLHL21 KLHL22 KLHL25 KLHL3 KLHL41 KLHL42 KLHL5 KLHL9 KNG1 KTN1 L3MBTL2 LAMB1 LAMB2 LAMC1 LARGE1 LARGE2 LEO1 LGALS1 LHB LMAN1 LMAN1L LMAN2 LMAN2L LMO7 LRR1 LRRC41 LRRC49 LSAMP LTBP1 LY6D LY6E LY6G6C LY6G6D LY6H LY6K LYPD1 LYPD2 LYPD3 LYPD4 LYPD5 LYPD6B LYPD8 MAGT1 MAN1A1 MAN1A2 MAN1B1 MAN1C1 MAN2A1 MAN2A2 MANEA MAP3K7 MARCHF6 MAT2B MATN3 MAVS MBD1 MBD5 MBD6 MBTPS1 MCFD2 MCRS1 MDC1 MDGA1 MDGA2 MDM2 MDM4 MELTF MEN1 MEPE METTL21A METTL22 MFGE8 MGAT1 MGAT2 MGAT3 MGAT4A MGAT4B MGAT4C MGAT5 MIA2 MIA3 MITF MLEC MOGS MPDU1 MPI MRTFA MSLN MTA1 MUC1 MUC12 MUC13 MUC15 MUC16 MUC17 MUC20 MUC21 MUC3A MUC4 MUC5AC MUC5B MUC6 MUC7 MUCL1 MUL1 MVD MXRA8 MYC MYSM1 NAE1 NAGK NANP NANS NAPA NAPB NAPG NCOA1 NCOA2 NCOR2 NDC1 NEDD8 NEGR1 NEU1 NEU2 NEU3 NEU4 NEURL2 NFE2L2 NFKB2 NFKBIA NFRKB NGLY1 NICN1 NLRP3 NOD1 NOD2 NOP58 NOTUM NPL NPLOC4 NPM1 NR1H2 NR1H3 NR1H4 NR1I2 NR2C1 NR3C1 NR3C2 NR4A2 NR5A1 NR5A2 NRIP1 NRN1 NRN1L NSF NSMCE1 NSMCE2 NSMCE3 NSMCE4A NTM NTNG1 NTNG2 NUB1 NUCB1 NUDT14 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 NUS1 OBSL1 OGFOD1 OGT OPCML OS9 OTOA OTUB1 OTUB2 OTUD3 OTUD5 OTUD7A OTUD7B OTULIN P4HB PAF1 PALB2 PARK7 PARP1 PCGF2 PCNA PCSK9 PDIA3 PDIA6 PENK PEX10 PEX12 PEX13 PEX14 PEX2 PEX5 PGAP1 PGM3 PGR PHC1 PHC2 PHC3 PIAS1 PIAS2 PIAS3 PIAS4 PIGA PIGB PIGC PIGF PIGG PIGH PIGK PIGL PIGM PIGN PIGO PIGP PIGQ PIGS PIGT PIGU PIGV PIGW PIGX PIGY PIGZ PLAUR PLET1 PML PMM1 PMM2 PNPLA2 POFUT2 POLB POM121 POM121C POMGNT1 POMGNT2 POMK POMT1 POMT2 PPARA PPARG PPARGC1A PPP6C PPP6R1 PPP6R3 PREB PRKCSH PRKDC PRKN PRMT3 PRND PROC PROS1 PROZ PRSS21 PRSS23 PRSS41 PSCA PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTEN PTP4A2 PTRH2 PUM2 QSOX1 RAB10 RAB11A RAB11B RAB12 RAB13 RAB14 RAB15 RAB17 RAB18 RAB19 RAB1A RAB1B RAB20 RAB21 RAB22A RAB23 RAB24 RAB25 RAB26 RAB27A RAB27B RAB29 RAB2A RAB2B RAB30 RAB31 RAB32 RAB33A RAB33B RAB34 RAB35 RAB36 RAB37 RAB38 RAB39A RAB39B RAB3A RAB3B RAB3C RAB3D RAB40A RAB40B RAB40C RAB41 RAB42 RAB43 RAB44 RAB4A RAB4B RAB5A RAB5B RAB5C RAB6A RAB6B RAB7A RAB7B RAB8A RAB8B RAB9A RAB9B RABGGTA RABGGTB RAD18 RAD21 RAD23A RAD23B RAD52 RAE1 RAET1G RAET1L RANBP2 RANGAP1 RARA RBBP5 RBBP7 RBX1 RCCD1 RCE1 RCN1 RECK RELA RENBP RFT1 RHOA RHOT1 RIGI RING1 RIOX1 RIOX2 RIPK1 RIPK2 RNF103 RNF123 RNF128 RNF135 RNF139 RNF144A RNF146 RNF152 RNF168 RNF181 RNF185 RNF2 RNF20 RNF40 RNF5 RNF7 RORA RPA1 RPL27A RPL8 RPN1 RPN2 RPS2 RPS23 RPS27A RPS6 RRAGA RTF1 RTN4RL1 RTN4RL2 RUVBL1 RWDD1 RWDD3 RXRA SAE1 SAFB SAR1B SATB1 SATB2 SBSPON SCFD1 SCG2 SCG3 SCMH1 SDC2 SEC13 SEC16A SEC16B SEC22A SEC22B SEC22C SEC23A SEC23IP SEC24A SEC24B SEC24C SEC24D SEC31A SEH1L SEL1L SELENOS SEM1 SEMA5A SEMA5B SENP1 SENP2 SENP5 SENP8 SERPINA1 SERPINA10 SERPINC1 SERPIND1 SHISA5 SHPRH SIAH2 SIN3A SKIC8 SKP1 SKP2 SLC17A5 SLC35A1 SLC35C1 SMAD1 SMAD2 SMAD3 SMAD4 SMAD7 SMC1A SMC3 SMC5 SMC6 SMURF2 SNX3 SOCS2 SOCS3 SOCS5 SOCS6 SP100 SP3 SPACA4 SPARCL1 SPON1 SPON2 SPP1 SPP2 SPRN SPSB1 SPSB2 SPSB3 SPSB4 SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 SQSTM1 SRD5A3 SSPOP ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST3GAL5 ST3GAL6 ST6GAL1 ST6GAL2 ST6GALNAC1 ST6GALNAC2 ST6GALNAC3 ST6GALNAC4 ST6GALNAC5 ST6GALNAC6 ST8SIA1 ST8SIA2 ST8SIA3 ST8SIA4 ST8SIA5 ST8SIA6 STAG1 STAG2 STAM STAM2 STAMBP STAMBPL1 STC2 STS STT3A STX17 STX5 SUDS3 SUMF1 SUMF2 SUMO1 SUMO2 SUMO3 SUZ12 SVBP SYVN1 TAB1 TADA2B TADA3 TAF10 TAF9B TBC1D20 TDG TECTA TECTB TEX101 TF TFAP2A TFAP2B TFAP2C TFG TFPT TGFA TGFB1 TGFBR1 TGFBR2 TGOLN2 THBS1 THBS2 THRA THRB THSD1 THSD4 THSD7A THSD7B THY1 TIMP1 TMED10 TMED2 TMED3 TMED7 TMED9 TMEM115 TMEM129 TMEM132A TNC TNFAIP3 TNIP1 TNIP2 TNIP3 TNKS TNKS2 TOMM20 TOMM70 TOP1 TOP2A TOP2B TOPORS TP53 TP53BP1 TPGS1 TPGS2 TPR TPST1 TPST2 TRAF2 TRAF3 TRAF6 TRAPPC1 TRAPPC10 TRAPPC2 TRAPPC2L TRAPPC3 TRAPPC4 TRAPPC5 TRAPPC6A TRAPPC6B TRAPPC9 TRIM13 TRIM25 TRIM27 TRIM28 TRIM4 TRRAP TTL TTLL1 TTLL10 TTLL11 TTLL12 TTLL13 TTLL2 TTLL3 TTLL4 TTLL5 TTLL6 TTLL7 TTLL8 TTLL9 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B TULP4 TUSC3 U2AF2 UAP1 UBA1 UBA2 UBA3 UBA52 UBA6 UBB UBC UBD UBE2A UBE2B UBE2C UBE2D1 UBE2D2 UBE2D3 UBE2E1 UBE2E3 UBE2F UBE2G1 UBE2G2 UBE2H UBE2I UBE2J2 UBE2K UBE2L3 UBE2M UBE2N UBE2Q2 UBE2R2 UBE2S UBE2T UBE2V2 UBE2W UBE2Z UBXN1 UBXN7 UCHL1 UCHL3 UCHL5 UFD1 UGGT1 UGGT2 UHRF2 UIMC1 ULBP2 UMOD USO1 USP10 USP11 USP12 USP13 USP14 USP15 USP16 USP17L1 USP17L10 USP17L11 USP17L12 USP17L13 USP17L15 USP17L17 USP17L18 USP17L19 USP17L2 USP17L20 USP17L21 USP17L22 USP17L24 USP17L25 USP17L26 USP17L27 USP17L28 USP17L29 USP17L3 USP17L30 USP17L4 USP17L5 USP17L8 USP18 USP19 USP2 USP20 USP21 USP22 USP24 USP25 USP26 USP28 USP3 USP30 USP33 USP34 USP37 USP4 USP42 USP44 USP47 USP48 USP49 USP5 USP7 USP8 USP9X VASH1 VASH2 VCAN VCP VCPIP1 VCPKMT VDAC1 VDAC2 VDAC3 VDR VGF VHL VNN1 VNN2 VWA1 WAC WDR20 WDR48 WDR5 WDTC1 WFS1 WRN WSB1 WSB2 XPC XPNPEP2 XRCC4 YKT6 YOD1 YY1 ZBED1 ZBTB16 ZC3H15 ZNF131 ZNF350 ZRANB1 REACTOME_POTASSIUM_CHANNELS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_POTASSIUM_CHANNELS ABCC8 ABCC9 GABBR1 GABBR2 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 HCN1 HCN2 HCN3 HCN4 KCNA1 KCNA10 KCNA2 KCNA3 KCNA4 KCNA5 KCNA6 KCNA7 KCNAB1 KCNAB2 KCNAB3 KCNB1 KCNB2 KCNC1 KCNC2 KCNC3 KCNC4 KCND1 KCND2 KCND3 KCNF1 KCNG1 KCNG2 KCNG3 KCNG4 KCNH1 KCNH2 KCNH3 KCNH4 KCNH5 KCNH6 KCNH7 KCNH8 KCNJ1 KCNJ10 KCNJ11 KCNJ12 KCNJ14 KCNJ15 KCNJ16 KCNJ2 KCNJ3 KCNJ4 KCNJ5 KCNJ6 KCNJ8 KCNJ9 KCNK1 KCNK10 KCNK13 KCNK16 KCNK17 KCNK18 KCNK2 KCNK3 KCNK4 KCNK6 KCNK7 KCNK9 KCNMA1 KCNMB1 KCNMB2 KCNMB3 KCNMB4 KCNN1 KCNN2 KCNN3 KCNN4 KCNQ1 KCNQ2 KCNQ3 KCNQ4 KCNQ5 KCNS1 KCNS2 KCNS3 KCNV1 KCNV2 REACTOME_POTENTIAL_THERAPEUTICS_FOR_SARS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_POTENTIAL_THERAPEUTICS_FOR_SARS ACE2 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 ARID4A ARID4B ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP1B1 ATP1B2 ATP1B3 BLNK BRD4 BRMS1 BTK CD79A CD79B CHD3 CHD4 COMT CRBN CUL3 CYSLTR1 FKBP1A FKBP4 FNTA FNTB FURIN FXYD1 FXYD2 FXYD3 FXYD4 FXYD6 FXYD7 GATAD2A GATAD2B GRB2 HDAC1 HDAC2 HMG20B HSP90AA1 HSP90AB1 IFNAR1 IFNAR2 IFNGR1 IFNGR2 IGHD IGHM IGHV1-2 IGHV1-46 IGHV1-69 IGHV2-5 IGHV2-70 IGHV3-11 IGHV3-13 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-48 IGHV3-53 IGHV3-7 IGHV4-34 IGHV4-39 IGHV4-59 IGKV1-12 IGKV1-16 IGKV1-17 IGKV1-33 IGKV1-39 IGKV1-5 IGKV1D-12 IGKV1D-16 IGKV1D-33 IGKV1D-39 IGKV2-28 IGKV2-30 IGKV2D-28 IGKV2D-30 IGKV2D-40 IGKV3-11 IGKV3-15 IGKV3-20 IGKV3D-20 IGKV4-1 IGKV5-2 IGLC2 IGLC3 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-51 IGLV2-11 IGLV2-14 IGLV2-23 IGLV2-8 IGLV3-1 IGLV3-19 IGLV3-21 IGLV3-25 IGLV3-27 IGLV6-57 IGLV7-43 IL1R1 IL6R IMPDH1 IMPDH2 ITGA4 ITGB1 JAK1 JAK2 JAK3 KDM1A KEAP1 MBD3 MTA1 MTA2 MTA3 NCK1 NFE2L2 NR3C1 PDCD1 PHF21A PLCG2 PTGES3 RBBP4 RBBP7 RBX1 RCOR1 REST RIPK1 ROCK1 ROCK2 S1PR1 SAP18 SAP30 SAP30L SH3KBP1 SIGMAR1 SOS1 STAT2 SUDS3 SYK TBK1 TLR7 TLR9 TUBB TYK2 VAV1 VEGFA ZBP1 REACTOME_POU5F1_OCT4_SOX2_NANOG_ACTIVATE_GENES_RELATED_TO_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_POU5F1_OCT4_SOX2_NANOG_ACTIVATE_GENES_RELATED_TO_PROLIFERATION DPPA4 EPHA1 FGF2 FOXD3 NANOG NR6A1 POU5F1 SALL1 SALL4 SOX2 STAT3 TDGF1 ZIC3 REACTOME_POU5F1_OCT4_SOX2_NANOG_REPRESS_GENES_RELATED_TO_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_POU5F1_OCT4_SOX2_NANOG_REPRESS_GENES_RELATED_TO_DIFFERENTIATION CDX2 DKK1 EOMES GATA6 GSC HHEX NANOG POU5F1 SOX2 TSC22D1 REACTOME_PP2A_MEDIATED_DEPHOSPHORYLATION_OF_KEY_METABOLIC_FACTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PP2A_MEDIATED_DEPHOSPHORYLATION_OF_KEY_METABOLIC_FACTORS MLXIPL PFKFB1 PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5D REACTOME_PRC2_METHYLATES_HISTONES_AND_DNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PRC2_METHYLATES_HISTONES_AND_DNA AEBP2 DNMT1 DNMT3A DNMT3B EED EZH2 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 JARID2 MTF2 PHF1 PHF19 RBBP4 RBBP7 SUZ12 REACTOME_PREDNISONE_ADME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PREDNISONE_ADME ABCB1 AKR1C1 ALB CYP3A4 HSD11B1 HSD11B2 SERPINA6 UGT1A3 UGT2B17 UGT2B7 REACTOME_PREGNENOLONE_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PREGNENOLONE_BIOSYNTHESIS AKR1B1 CYP11A1 FDX1 FDX2 FDXR STAR STARD3 STARD3NL STARD4 STARD6 TSPO TSPOAP1 REACTOME_PRESYNAPTIC_DEPOLARIZATION_AND_CALCIUM_CHANNEL_OPENING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PRESYNAPTIC_DEPOLARIZATION_AND_CALCIUM_CHANNEL_OPENING CACNA1A CACNA1B CACNA1E CACNA2D2 CACNA2D3 CACNB1 CACNB2 CACNB3 CACNB4 CACNG2 CACNG4 REACTOME_PRESYNAPTIC_FUNCTION_OF_KAINATE_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PRESYNAPTIC_FUNCTION_OF_KAINATE_RECEPTORS GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 GRIK3 PLCB1 PLCB2 PLCB3 REACTOME_PRESYNAPTIC_NICOTINIC_ACETYLCHOLINE_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PRESYNAPTIC_NICOTINIC_ACETYLCHOLINE_RECEPTORS CHRNA1 CHRNA2 CHRNA3 CHRNA4 CHRNA5 CHRNA6 CHRNB2 CHRNB3 CHRNB4 CHRND CHRNE CHRNG REACTOME_PREVENTION_OF_PHAGOSOMAL_LYSOSOMAL_FUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PREVENTION_OF_PHAGOSOMAL_LYSOSOMAL_FUSION CORO1A HGS RAB5A RAB7A RPS27A UBA52 UBB UBC VPS33B REACTOME_PRE_NOTCH_EXPRESSION_AND_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PRE_NOTCH_EXPRESSION_AND_PROCESSING AGO1 AGO2 AGO3 AGO4 ATP2A1 ATP2A2 ATP2A3 B4GALT1 CCND1 CREBBP E2F1 E2F3 ELF3 EP300 FURIN H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 JUN KAT2A KAT2B LFNG MAML1 MAML2 MAML3 MAMLD1 MFNG MIR150 MIR181C MIR200B MIR200C MIR206 MIR302A MIR34B MIR34C MIR449A MIR449B MIR449C MOV10 NOTCH1 NOTCH2 NOTCH3 NOTCH4 POFUT1 POGLUT1 PRKCI RAB6A RBPJ RFNG RUNX1 SEL1L SIRT6 SNW1 ST3GAL3 ST3GAL4 ST3GAL6 TFDP1 TFDP2 TMED2 TNRC6A TNRC6B TNRC6C TP53 REACTOME_PRE_NOTCH_PROCESSING_IN_GOLGI https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PRE_NOTCH_PROCESSING_IN_GOLGI ATP2A1 ATP2A2 ATP2A3 B4GALT1 FURIN LFNG MFNG NOTCH1 NOTCH2 NOTCH3 NOTCH4 RAB6A RFNG SEL1L ST3GAL3 ST3GAL4 ST3GAL6 TMED2 REACTOME_PRE_NOTCH_PROCESSING_IN_THE_ENDOPLASMIC_RETICULUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PRE_NOTCH_PROCESSING_IN_THE_ENDOPLASMIC_RETICULUM NOTCH1 NOTCH2 NOTCH3 NOTCH4 POFUT1 POGLUT1 REACTOME_PROCESSING_AND_ACTIVATION_OF_SUMO https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PROCESSING_AND_ACTIVATION_OF_SUMO RWDD3 SAE1 SENP1 SENP2 SENP5 SUMO1 SUMO2 SUMO3 UBA2 UBE2I REACTOME_PROCESSING_OF_CAPPED_INTRONLESS_PRE_MRNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PROCESSING_OF_CAPPED_INTRONLESS_PRE_MRNA CLP1 CPSF1 CPSF2 CPSF3 CPSF4 CPSF6 CPSF7 CSTF1 CSTF2 CSTF2T CSTF3 FIP1L1 LSM10 LSM11 NCBP1 NCBP2 NUDT21 PABPN1 PAPOLA PCF11 SLBP SNRPB SNRPD3 SNRPE SNRPF SNRPG SYMPK WDR33 ZNF473 REACTOME_PROCESSING_OF_CAPPED_INTRON_CONTAINING_PRE_MRNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PROCESSING_OF_CAPPED_INTRON_CONTAINING_PRE_MRNA AAAS ACIN1 ALYREF AQR BCAS2 BUD13 BUD31 C9orf78 CACTIN CASC3 CCAR1 CCDC12 CDC40 CDC5L CHERP CHTOP CLP1 CPSF1 CPSF2 CPSF3 CPSF4 CPSF6 CPSF7 CRNKL1 CSTF1 CSTF2 CSTF2T CSTF3 CTNNBL1 CWC15 CWC22 CWC25 CWC27 CWF19L2 DDX23 DDX39A DDX39B DDX41 DDX42 DDX46 DDX5 DHX15 DHX16 DHX35 DHX38 DHX8 DHX9 DNAJC8 EFTUD2 EIF4A3 EIF4E FAM32A FAM50A FIP1L1 FUS FYTTD1 GCFC2 GLE1 GPATCH1 GPKOW GTF2F1 GTF2F2 HNRNPA1 HNRNPA2B1 HNRNPA3 HNRNPC HNRNPD HNRNPF HNRNPH1 HNRNPH2 HNRNPK HNRNPL HNRNPM HNRNPR HNRNPU HSPA8 HTATSF1 IK ISY1 LENG1 LSM2 LSM3 LSM4 LSM5 LSM6 LSM7 LSM8 LUC7L3 LUZP4 MAGOH MAGOHB METTL14 METTL3 MFAP1 MTREX NCBP1 NCBP2 NDC1 NKAP NSRP1 NUDT21 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 NXF1 NXF2 NXF2B NXT1 PABPN1 PAPOLA PCBP1 PCBP2 PCF11 PDCD7 PHF5A PLRG1 PNN POLDIP3 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L POM121 POM121C PPIE PPIG PPIH PPIL1 PPIL2 PPIL3 PPIL4 PPP1R8 PPWD1 PQBP1 PRCC PRKRIP1 PRPF18 PRPF19 PRPF3 PRPF31 PRPF38A PRPF4 PRPF40A PRPF4B PRPF6 PRPF8 PTBP1 PUF60 RAE1 RANBP2 RBM10 RBM17 RBM22 RBM25 RBM39 RBM42 RBM5 RBM7 RBM8A RBMX RBMX2 RNF113A RNPC3 RNPS1 SAP18 SARNP SART1 SDE2 SEC13 SEH1L SF1 SF3A1 SF3A2 SF3A3 SF3B1 SF3B2 SF3B3 SF3B4 SF3B5 SF3B6 SLBP SLU7 SMNDC1 SMU1 SNIP1 SNRNP200 SNRNP25 SNRNP27 SNRNP35 SNRNP40 SNRNP48 SNRNP70 SNRPA SNRPA1 SNRPB SNRPB2 SNRPC SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SNRPN SNU13 SNW1 SRRM1 SRRM2 SRRT SRSF1 SRSF10 SRSF11 SRSF12 SRSF2 SRSF3 SRSF4 SRSF5 SRSF6 SRSF7 SRSF8 SRSF9 STEEP1 SUGP1 SYF2 SYMPK TCERG1 TFIP11 THOC1 THOC2 THOC3 THOC5 THOC6 THOC7 TPR TRA2B TXNL4A U2AF1 U2AF1L4 U2AF2 U2SURP UBL5 UPF3B USP39 WBP11 WBP4 WDR33 WDR70 WTAP XAB2 YBX1 YJU2 ZC3H11A ZCRB1 ZMAT2 ZMAT5 ZNF830 ZRSR2 REACTOME_PROCESSING_OF_DNA_DOUBLE_STRAND_BREAK_ENDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PROCESSING_OF_DNA_DOUBLE_STRAND_BREAK_ENDS ABRAXAS1 ATM ATR ATRIP BABAM1 BABAM2 BARD1 BLM BRCA1 BRCC3 BRIP1 CCNA1 CCNA2 CDK2 CHEK1 CLSPN DNA2 EXO1 H2AX H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-4 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HERC2 HUS1 KAT5 MDC1 MRE11 NBN NSD2 PIAS4 PPP4C PPP4R2 RAD1 RAD17 RAD50 RAD9A RAD9B RBBP8 RFC2 RFC3 RFC4 RFC5 RHNO1 RMI1 RMI2 RNF168 RNF4 RNF8 RPA1 RPA2 RPA3 RPS27A SIRT6 SUMO2 TIMELESS TIPIN TOP3A TOPBP1 TP53BP1 UBA52 UBB UBC UBE2I UBE2N UBE2V2 UIMC1 WRN REACTOME_PROCESSING_OF_INTRONLESS_PRE_MRNAS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PROCESSING_OF_INTRONLESS_PRE_MRNAS CLP1 CPSF1 CPSF2 CPSF3 CPSF4 CPSF6 CPSF7 CSTF1 CSTF2 CSTF2T CSTF3 FIP1L1 NCBP1 NCBP2 NUDT21 PABPN1 PAPOLA PCF11 SYMPK WDR33 REACTOME_PROCESSING_OF_SMDT1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PROCESSING_OF_SMDT1 AFG3L2 MAIP1 MCU MCUB MICU1 MICU2 MICU3 PARL PHB1 PHB2 PMPCA PMPCB SMDT1 SPG7 STOML2 YME1L1 REACTOME_PROCESSIVE_SYNTHESIS_ON_THE_C_STRAND_OF_THE_TELOMERE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PROCESSIVE_SYNTHESIS_ON_THE_C_STRAND_OF_THE_TELOMERE ACD BLM DNA2 FEN1 LIG1 PCNA POLD1 POLD2 POLD3 POLD4 POT1 RPA1 RPA2 RPA3 TERF1 TERF2 TERF2IP TINF2 WRN REACTOME_PROCESSIVE_SYNTHESIS_ON_THE_LAGGING_STRAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PROCESSIVE_SYNTHESIS_ON_THE_LAGGING_STRAND DNA2 FEN1 LIG1 PCNA POLA1 POLA2 POLD1 POLD2 POLD3 POLD4 PRIM1 PRIM2 RPA1 RPA2 RPA3 REACTOME_PROGRAMMED_CELL_DEATH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PROGRAMMED_CELL_DEATH ACIN1 ADD1 AKT1 AKT2 AKT3 APAF1 APC APIP APPL1 ARHGAP10 AVEN BAD BAK1 BAX BBC3 BCAP31 BCL2 BCL2L1 BCL2L11 BID BIRC2 BIRC3 BMF BMX C1QBP CARD8 CASP1 CASP3 CASP4 CASP5 CASP6 CASP7 CASP8 CASP9 CD14 CDC37 CDH1 CDKN2A CFLAR CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP6 CHMP7 CLSPN CTNNB1 CYCS DAPK1 DAPK2 DAPK3 DBNL DCC DFFA DFFB DIABLO DNM1L DSG1 DSG2 DSG3 DSP DYNLL1 DYNLL2 E2F1 ELANE FADD FAS FASLG FLOT1 FLOT2 FNTA GAS2 GSDMD GSDME GSN GZMB H1-0 H1-1 H1-2 H1-3 H1-4 H1-5 HMGB1 HMGB2 HSP90AA1 IL18 IL1A IL1B IRF1 IRF2 ITCH KPNA1 KPNB1 LMNA LMNB1 LY96 MAGED1 MAPK1 MAPK3 MAPK8 MAPT MLKL NMT1 OCLN OGT OMA1 OPA1 PAK2 PDCD6IP PELI1 PKP1 PLEC PMAIP1 PPP1R13B PPP3CC PPP3R1 PRKCD PRKCQ PRKN PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTK2 RIPK1 RIPK3 ROCK1 RPS27A SATB1 SDCBP SEM1 SEPTIN4 SFN SPTAN1 STAT3 STK24 STK26 STUB1 TFDP1 TFDP2 TICAM1 TICAM2 TJP1 TJP2 TLR4 TNFRSF10A TNFRSF10B TNFSF10 TP53 TP53BP2 TP63 TP73 TRADD TRAF2 UACA UBA52 UBB UBC UBE2L3 UNC5A UNC5B VIM XIAP YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ REACTOME_PROLACTIN_RECEPTOR_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PROLACTIN_RECEPTOR_SIGNALING BTRC CSH1 CUL1 GH1 GH2 GHR JAK2 PRL PRLR PTPN11 RBX1 SH2B1 SKP1 STAT5A STAT5B REACTOME_PROLONGED_ERK_ACTIVATION_EVENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PROLONGED_ERK_ACTIVATION_EVENTS BRAF CRK CRKL FRS2 KIDINS220 MAP2K1 MAP2K2 MAPK1 MAPK3 NGF NTRK1 RAP1A RAPGEF1 YWHAB REACTOME_PROPIONYL_COA_CATABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PROPIONYL_COA_CATABOLISM MCEE MMAA MMUT PCCA PCCB REACTOME_PROSTACYCLIN_SIGNALLING_THROUGH_PROSTACYCLIN_RECEPTOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PROSTACYCLIN_SIGNALLING_THROUGH_PROSTACYCLIN_RECEPTOR GNAS GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 PTGIR REACTOME_PROSTANOID_LIGAND_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PROSTANOID_LIGAND_RECEPTORS PTGDR PTGDR2 PTGER1 PTGER2 PTGER3 PTGER4 PTGFR PTGIR TBXA2R REACTOME_PROTEIN_FOLDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PROTEIN_FOLDING ACTB AP3M1 ARFGEF2 ARL2 CCNE1 CCNE2 CCT2 CCT3 CCT4 CCT5 CCT6A CCT6B CCT7 CCT8 CSNK2A1 CSNK2A2 CSNK2B DCAF7 FBXL3 FBXL5 FBXO4 FBXO6 FBXW10 FBXW2 FBXW4 FBXW5 FBXW7 FBXW9 FKBP9 GAPDHS GBA1 GNA11 GNA14 GNA15 GNAQ GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 HDAC3 KIF13A KIFC3 LONP2 NOP56 PDCL PFDN1 PFDN2 PFDN4 PFDN5 PFDN6 RGS11 RGS6 RGS7 RGS9 SKIC2 SPHK1 STAT3 TBCA TBCB TBCC TBCD TBCE TCP1 TP53 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 USP11 VBP1 WRAP53 XRN2 REACTOME_PROTEIN_HYDROXYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PROTEIN_HYDROXYLATION ASPH DRG1 DRG2 ETF1 F9 JMJD4 JMJD6 JMJD7 KDM8 OGFOD1 RCCD1 RIOX1 RIOX2 RPL27A RPL8 RPS23 RPS6 RWDD1 U2AF2 ZC3H15 REACTOME_PROTEIN_LOCALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PROTEIN_LOCALIZATION ABCD1 ABCD2 ABCD3 ACAA1 ACBD5 ACO2 ACOT2 ACOT4 ACOT8 ACOX1 ACOX2 ACOX3 AGPS AGXT ALDH3A2 AMACR APP ATAD1 ATP5F1A ATP5F1B ATP5MC1 BAAT BAG6 BCS1L CAMLG CAT CHCHD10 CHCHD2 CHCHD3 CHCHD4 CHCHD5 CHCHD7 CMC2 CMC4 COA4 COA6 COQ2 COX17 COX19 CRAT CROT CS CYB5A CYC1 DAO DDO DECR2 DHRS4 DNAJC19 ECH1 ECI2 EHHADH EMD EPHX2 FIS1 FXN GDAP1 GET1 GET3 GET4 GFER GNPAT GRPEL1 GRPEL2 GSTK1 HACL1 HAO1 HAO2 HMGCL HMOX1 HSCB HSD17B4 HSPA9 HSPD1 IDE IDH1 IDH3G LDHD LONP2 MLYCD MPV17 MTX1 MTX2 NDUFB8 NOS2 NUDT19 NUDT7 OTC OTOF PAM16 PAOX PECR PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PHYH PIPOX PITRM1 PMPCA PMPCB PRNP PXMP2 PXMP4 RPS27A SAMM50 SCP2 SEC61B SEC61G SERP1 SGTA SLC25A12 SLC25A13 SLC25A17 SLC25A4 SLC25A6 SLC27A2 STX1A STX5 TAFAZZIN TIMM10 TIMM10B TIMM13 TIMM17A TIMM17B TIMM21 TIMM22 TIMM23 TIMM44 TIMM50 TIMM8A TIMM8B TIMM9 TOMM20 TOMM22 TOMM40 TOMM5 TOMM6 TOMM7 TOMM70 TYSND1 UBA52 UBB UBC UBE2D1 UBE2D2 UBE2D3 UBE2J2 UBL4A USP9X VAMP2 VAPA VDAC1 ZFAND6 REACTOME_PROTEIN_METHYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PROTEIN_METHYLATION CALM1 CAMKMT EEF1A1 EEF1AKMT1 EEF1AKMT2 EEF2 EEF2KMT ETFB ETFBKMT HSPA8 KIN METTL21A METTL22 PRMT3 RPS2 VCP VCPKMT REACTOME_PROTEIN_PROTEIN_INTERACTIONS_AT_SYNAPSES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PROTEIN_PROTEIN_INTERACTIONS_AT_SYNAPSES APBA1 APBA2 APBA3 BEGAIN CASK DBNL DLG1 DLG2 DLG3 DLG4 DLGAP1 DLGAP2 DLGAP3 DLGAP4 EPB41 EPB41L1 EPB41L2 EPB41L3 EPB41L5 FLOT1 FLOT2 GRIA1 GRIA3 GRIA4 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRM1 GRM5 HOMER1 HOMER2 HOMER3 IL1RAP IL1RAPL1 IL1RAPL2 LIN7A LIN7B LIN7C LRFN1 LRFN2 LRFN3 LRFN4 LRRC4B LRRTM1 LRRTM2 LRRTM3 LRRTM4 NLGN1 NLGN2 NLGN3 NLGN4X NLGN4Y NRXN1 NRXN2 NRXN3 NTRK3 PDLIM5 PPFIA1 PPFIA2 PPFIA3 PPFIA4 PPFIBP1 PPFIBP2 PTPRD PTPRF PTPRS RTN3 SHANK1 SHANK2 SHARPIN SIPA1L1 SLITRK1 SLITRK2 SLITRK3 SLITRK4 SLITRK5 SLITRK6 STX1A STXBP1 SYT1 SYT10 SYT12 SYT2 SYT7 SYT9 REACTOME_PROTEIN_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PROTEIN_REPAIR MSRA MSRB1 MSRB2 MSRB3 PCMT1 TXN REACTOME_PROTEIN_UBIQUITINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PROTEIN_UBIQUITINATION BCL10 CDC34 CDC73 CTR9 DERL1 H2BC1 H2BC10 H2BC11 H2BC12 H2BC13 H2BC14 H2BC15 H2BC17 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 HLA-A HLTF LEO1 OTULIN PAF1 PCNA PEX10 PEX12 PEX13 PEX14 PEX2 PEX5 PRKDC RAD18 RNF144A RNF152 RNF181 RNF20 RNF40 RPS27A RRAGA RTF1 SELENOS SHPRH SKIC8 TMEM129 UBA1 UBA52 UBA6 UBB UBC UBE2A UBE2B UBE2C UBE2D1 UBE2D2 UBE2D3 UBE2E1 UBE2E3 UBE2G1 UBE2G2 UBE2H UBE2J2 UBE2K UBE2L3 UBE2N UBE2Q2 UBE2R2 UBE2S UBE2T UBE2V2 UBE2W UBE2Z UCHL3 USP5 USP7 USP9X VCP WAC REACTOME_PROTON_COUPLED_MONOCARBOXYLATE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PROTON_COUPLED_MONOCARBOXYLATE_TRANSPORT BSG EMB SLC16A1 SLC16A3 SLC16A7 SLC16A8 REACTOME_PTEN_REGULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PTEN_REGULATION AGO1 AGO2 AGO3 AGO4 AKT1 AKT2 AKT3 ATF2 ATN1 BMI1 CBX2 CBX4 CBX6 CBX8 CHD3 CHD4 CSNK2A1 CSNK2A2 CSNK2B EED EGR1 EZH2 FRK GATAD2A GATAD2B HDAC1 HDAC2 HDAC3 HDAC5 HDAC7 JUN KDM1A LAMTOR1 LAMTOR2 LAMTOR3 LAMTOR4 LAMTOR5 MAF1 MAPK1 MAPK3 MBD3 MECOM MKRN1 MLST8 MOV10 MTA1 MTA2 MTA3 MTOR NEDD4 NR2E1 OTUD3 PHC1 PHC2 PHC3 PML PPARG PREX2 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTEN RBBP4 RBBP7 RCOR1 REST RHEB RING1 RNF146 RNF2 RPS27A RPTOR RRAGA RRAGB RRAGC RRAGD SALL4 SCMH1 SEM1 SLC38A9 SNAI1 SNAI2 STUB1 SUZ12 TNKS TNKS2 TNRC6A TNRC6B TNRC6C TP53 TRIM27 UBA52 UBB UBC USP13 USP7 WWP2 XIAP REACTOME_PTK6_EXPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PTK6_EXPRESSION EPAS1 HIF1A NR3C1 PELP1 PTK6 REACTOME_PTK6_PROMOTES_HIF1A_STABILIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PTK6_PROMOTES_HIF1A_STABILIZATION EGFR GPNMB HBEGF HIF1A LRRK2 PTK6 REACTOME_PTK6_REGULATES_CELL_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PTK6_REGULATES_CELL_CYCLE CCND1 CCNE1 CDK2 CDK4 CDKN1B PTK6 REACTOME_PTK6_REGULATES_PROTEINS_INVOLVED_IN_RNA_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PTK6_REGULATES_PROTEINS_INVOLVED_IN_RNA_PROCESSING KHDRBS1 KHDRBS2 KHDRBS3 PTK6 SFPQ REACTOME_PTK6_REGULATES_RHO_GTPASES_RAS_GTPASE_AND_MAP_KINASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PTK6_REGULATES_RHO_GTPASES_RAS_GTPASE_AND_MAP_KINASES ARHGAP35 BCAR1 CRK DOCK1 ELMO1 ELMO2 HRAS KRAS NRAS PTK6 PXN RAC1 RASA1 RHOA REACTOME_PTK6_REGULATES_RTKS_AND_THEIR_EFFECTORS_AKT1_AND_DOK1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PTK6_REGULATES_RTKS_AND_THEIR_EFFECTORS_AKT1_AND_DOK1 AKT1 ARAP1 CBL DOK1 PTK6 RPS27A UBA52 UBB UBC REACTOME_PURINERGIC_SIGNALING_IN_LEISHMANIASIS_INFECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PURINERGIC_SIGNALING_IN_LEISHMANIASIS_INFECTION APP C3 C3AR1 CASP1 CTSG ENTPD1 ENTPD5 GSDMD HMOX1 HSP90AB1 IL18 IL1A IL1B MEFV NFKB1 NFKB2 NLRP3 NT5E P2RX4 P2RX7 PSTPIP1 PYCARD RELA SUGT1 TXN TXNIP REACTOME_PURINE_CATABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PURINE_CATABOLISM ADPRM DNPH1 GDA ITPA NT5C NT5C1A NT5C1B NT5C2 NT5E NUDT1 NUDT15 NUDT16 NUDT18 NUDT5 NUDT9 PNP XDH REACTOME_PURINE_RIBONUCLEOSIDE_MONOPHOSPHATE_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PURINE_RIBONUCLEOSIDE_MONOPHOSPHATE_BIOSYNTHESIS ADSL ADSS1 ADSS2 ATIC GART GMPS IMPDH1 IMPDH2 PAICS PFAS PPAT REACTOME_PURINE_SALVAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PURINE_SALVAGE ADA ADAL ADK AMPD1 AMPD2 AMPD3 APRT DCK DGUOK GMPR GMPR2 HPRT1 PNP REACTOME_PYRIMIDINE_CATABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PYRIMIDINE_CATABOLISM AGXT2 DPYD DPYS NT5C NT5C1A NT5C3A NT5E NT5M TYMP UPB1 UPP1 UPP2 REACTOME_PYRIMIDINE_SALVAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PYRIMIDINE_SALVAGE CDA DCK PUDP TK1 TK2 TYMP UCK1 UCK2 UCKL1 UPP1 UPP2 REACTOME_PYROPTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PYROPTOSIS BAK1 BAX CASP1 CASP3 CASP4 CASP5 CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP6 CHMP7 CYCS ELANE GSDMD GSDME GZMB HMGB1 IL18 IL1A IL1B IRF1 IRF2 TP53 TP63 REACTOME_PYRUVATE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PYRUVATE_METABOLISM BSG DLAT DLD GLO1 GSTZ1 HAGH LDHA LDHAL6A LDHAL6B LDHB LDHC ME1 MPC1 MPC2 PDHA1 PDHA2 PDHB PDHX PDK1 PDK2 PDK3 PDK4 PDP1 PDP2 PDPR PPARD RXRA SLC16A1 SLC16A3 SLC16A8 VDAC1 REACTOME_PYRUVATE_METABOLISM_AND_CITRIC_ACID_TCA_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PYRUVATE_METABOLISM_AND_CITRIC_ACID_TCA_CYCLE ACO2 ADHFE1 BSG CS D2HGDH DLAT DLD DLST FAHD1 FH GLO1 GSTZ1 HAGH IDH2 IDH3A IDH3B IDH3G L2HGDH LDHA LDHAL6A LDHAL6B LDHB LDHC MDH2 ME1 ME2 ME3 MPC1 MPC2 NNT OGDH PDHA1 PDHA2 PDHB PDHX PDK1 PDK2 PDK3 PDK4 PDP1 PDP2 PDPR PPARD RXRA SDHA SDHB SDHC SDHD SLC16A1 SLC16A3 SLC16A8 SUCLA2 SUCLG1 SUCLG2 VDAC1 REACTOME_RAB_GEFS_EXCHANGE_GTP_FOR_GDP_ON_RABS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RAB_GEFS_EXCHANGE_GTP_FOR_GDP_ON_RABS AKT1 AKT2 AKT3 ALS2 ALS2CL ANKRD27 CCZ1 CCZ1B CHM CHML DENND1A DENND1B DENND1C DENND2A DENND2B DENND2C DENND2D DENND3 DENND4A DENND4B DENND4C DENND5A DENND5B DENND6A DENND6B GAPVD1 GDI1 GDI2 HPS1 HPS4 MADD MON1A MON1B RAB10 RAB12 RAB13 RAB14 RAB18 RAB1A RAB1B RAB21 RAB27A RAB27B RAB31 RAB32 RAB35 RAB38 RAB39A RAB39B RAB3A RAB3GAP1 RAB3GAP2 RAB3IL1 RAB3IP RAB5A RAB5B RAB5C RAB6A RAB6B RAB7A RAB7B RAB8A RAB8B RAB9A RAB9B RABGEF1 RGP1 RIC1 RIN1 RIN2 RIN3 RINL SBF1 SBF2 TRAPPC1 TRAPPC10 TRAPPC11 TRAPPC12 TRAPPC13 TRAPPC2 TRAPPC2L TRAPPC3 TRAPPC4 TRAPPC5 TRAPPC6A TRAPPC6B TRAPPC8 TRAPPC9 ULK1 YWHAE REACTOME_RAB_GERANYLGERANYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RAB_GERANYLGERANYLATION CHM CHML PTP4A2 RAB10 RAB11A RAB11B RAB12 RAB13 RAB14 RAB15 RAB17 RAB18 RAB19 RAB1A RAB1B RAB20 RAB21 RAB22A RAB23 RAB24 RAB25 RAB26 RAB27A RAB27B RAB29 RAB2A RAB2B RAB30 RAB31 RAB32 RAB33A RAB33B RAB34 RAB35 RAB36 RAB37 RAB38 RAB39A RAB39B RAB3A RAB3B RAB3C RAB3D RAB40A RAB40B RAB40C RAB41 RAB42 RAB43 RAB44 RAB4A RAB4B RAB5A RAB5B RAB5C RAB6A RAB6B RAB7A RAB7B RAB8A RAB8B RAB9A RAB9B RABGGTA RABGGTB REACTOME_RAB_REGULATION_OF_TRAFFICKING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RAB_REGULATION_OF_TRAFFICKING AKT1 AKT2 AKT3 ALS2 ALS2CL ANKRD27 ARF6 CCZ1 CCZ1B CHM CHML DENND1A DENND1B DENND1C DENND2A DENND2B DENND2C DENND2D DENND3 DENND4A DENND4B DENND4C DENND5A DENND5B DENND6A DENND6B GABARAP GABARAPL2 GAPVD1 GDI1 GDI2 GGA1 GGA2 GGA3 HPS1 HPS4 MADD MAP1LC3B MON1A MON1B OPTN RAB10 RAB11A RAB11B RAB12 RAB13 RAB14 RAB18 RAB1A RAB1B RAB21 RAB27A RAB27B RAB31 RAB32 RAB33A RAB33B RAB35 RAB38 RAB39A RAB39B RAB3A RAB3GAP1 RAB3GAP2 RAB3IL1 RAB3IP RAB4A RAB5A RAB5B RAB5C RAB6A RAB6B RAB7A RAB7B RAB8A RAB8B RAB9A RAB9B RABEP1 RABGAP1 RABGEF1 RGP1 RIC1 RIN1 RIN2 RIN3 RINL SBF1 SBF2 SYTL1 TBC1D10A TBC1D10B TBC1D10C TBC1D13 TBC1D14 TBC1D15 TBC1D16 TBC1D17 TBC1D2 TBC1D20 TBC1D24 TBC1D25 TBC1D3 TBC1D7 TRAPPC1 TRAPPC10 TRAPPC11 TRAPPC12 TRAPPC13 TRAPPC2 TRAPPC2L TRAPPC3 TRAPPC4 TRAPPC5 TRAPPC6A TRAPPC6B TRAPPC8 TRAPPC9 TSC1 TSC2 ULK1 YWHAE REACTOME_RAC1_GTPASE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RAC1_GTPASE_CYCLE ABI1 ABI2 ABL2 ABR ALS2 AMIGO2 ARAP1 ARAP2 ARAP3 ARHGAP1 ARHGAP10 ARHGAP12 ARHGAP15 ARHGAP17 ARHGAP20 ARHGAP21 ARHGAP22 ARHGAP23 ARHGAP24 ARHGAP25 ARHGAP26 ARHGAP27 ARHGAP29 ARHGAP30 ARHGAP31 ARHGAP32 ARHGAP33 ARHGAP35 ARHGAP39 ARHGAP4 ARHGAP42 ARHGAP44 ARHGAP45 ARHGAP5 ARHGAP9 ARHGDIA ARHGDIB ARHGEF10 ARHGEF11 ARHGEF15 ARHGEF18 ARHGEF19 ARHGEF25 ARHGEF39 ARHGEF4 ARHGEF5 ARHGEF6 ARHGEF7 BAIAP2 BAIAP2L1 BCR BRK1 CAV1 CDC42 CDC42BPA CDC42EP1 CDC42EP4 CHN1 CHN2 CIT CYBA CYBB CYFIP1 CYFIP2 DEF6 DEPDC1B DIAPH3 DLC1 DOCK1 DOCK10 DOCK11 DOCK2 DOCK3 DOCK4 DOCK5 DOCK6 DOCK7 DOCK8 DOCK9 ECT2 EMD EPHA2 ERBIN ESYT1 FAM13A FAM13B FARP1 FARP2 FERMT2 FGD5 FMNL1 GARRE1 GIT1 GIT2 GMIP GNA13 IQGAP1 IQGAP2 IQGAP3 ITGB1 JAG1 KALRN KTN1 LAMTOR1 LBR LEMD3 MCAM MCF2 MCF2L MPP7 MYO9B NCF1 NCF2 NCF4 NCKAP1 NCKAP1L NGEF NHS NISCH NOX1 NOX3 NOXA1 NOXO1 OPHN1 PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 PARD6A PIK3CA PIK3R1 PIK3R2 PIK3R3 PKN1 PKN2 PLD1 PLD2 PLEKHG1 PLEKHG2 PLEKHG3 PLEKHG4 PLEKHG6 PREX1 PREX2 RAB7A RAC1 RACGAP1 RALBP1 RASGRF2 SH3BP1 SLC1A5 SNAP23 SOS1 SOS2 SPATA13 SRGAP1 SRGAP2 SRGAP3 SWAP70 SYDE2 TAGAP TAOK3 TFRC TIAM1 TIAM2 TMPO TRIO VAMP3 VANGL1 VAV1 VAV2 VAV3 VRK2 WAS WASF1 WASF2 WASF3 WASL WIPF1 WIPF2 WIPF3 YKT6 REACTOME_RAC2_GTPASE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RAC2_GTPASE_CYCLE ABI1 ABI2 ABR ANKLE2 ARHGAP1 ARHGAP17 ARHGAP21 ARHGAP26 ARHGAP32 ARHGAP35 ARHGAP39 ARHGAP42 ARHGDIA ARMCX3 BAIAP2L1 BCR BRK1 CAV1 CDC42 CDC42EP1 CDC42EP4 CYBA CYBB CYFIP1 DEF6 DEPDC1B DIAPH3 DOCK1 DOCK10 DOCK2 DOCK3 DOCK4 DSG2 EMD EPHA2 ERBIN ESYT1 GARRE1 GIT1 GIT2 IQGAP1 ITGB1 LAMTOR1 LBR LEMD3 LMAN1 MCAM MCF2 MPP7 MTX1 NCF1 NCF2 NCF4 NCKAP1 NCKAP1L NHS OPHN1 PAK1 PAK2 PAK4 PGRMC2 PIK3CA PIK3R1 PIK3R2 PIK3R3 PLD2 PREX1 RAB7A RAC2 RACGAP1 SAMM50 SLITRK5 STBD1 SWAP70 SYDE1 TAOK3 TFRC TIAM1 TMPO TRIO VAMP3 VANGL1 VAPB VAV1 VAV2 VAV3 VRK2 WASF2 REACTOME_RAC3_GTPASE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RAC3_GTPASE_CYCLE ABI1 ABI2 ABL2 ABR AMIGO2 ARAP2 ARAP3 ARHGAP1 ARHGAP15 ARHGAP17 ARHGAP21 ARHGAP26 ARHGAP32 ARHGAP35 ARHGAP39 ARHGAP42 ARHGAP5 ARHGAP6 ARHGDIB BAIAP2 BAIAP2L1 BCR BRK1 CAV1 CDC42 CDC42EP1 CYBA CYBB CYFIP1 DEPDC1B DIAPH3 DOCK10 DSG2 EMD EPHA2 ERBIN ESYT1 FERMT2 GARRE1 GIT1 GIT2 IL32 ITGB1 JAG1 LAMTOR1 LBR LEMD3 LMAN1 MCAM MCF2 MPP7 NCF1 NCF2 NCF4 NCKAP1 NCKAP1L NHS NOX1 NOX3 NOXA1 NOXO1 OCRL OPHN1 PAK1 PAK2 PAK4 PGRMC2 PIK3R1 PIK3R2 PREX1 RAB7A RAC3 RACGAP1 RAPGEF1 SLC1A5 SLITRK3 SLITRK5 SNAP23 SRGAP2 STBD1 SWAP70 SYDE1 TAOK3 TFRC TIAM1 TMPO TRIO VAMP3 VANGL1 VAV2 VRK2 WASF1 WASF2 YKT6 REACTOME_RAF_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RAF_ACTIVATION ARAF BRAF BRAP CALM1 CAMK2A CAMK2B CAMK2D CAMK2G HRAS JAK2 KRAS KSR1 MAP2K1 MAP2K2 MAP3K11 MARK3 MRAS NRAS PHB1 PPP1CB PPP1CC PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E RAF1 SHOC2 SRC YWHAB REACTOME_RAF_INDEPENDENT_MAPK1_3_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RAF_INDEPENDENT_MAPK1_3_ACTIVATION CDK1 DUSP1 DUSP10 DUSP16 DUSP2 DUSP4 DUSP5 DUSP6 DUSP7 DUSP8 DUSP9 IL6 IL6R IL6ST JAK1 JAK2 MAP2K1 MAP2K2 MAPK1 MAPK3 PEA15 PTPN11 TYK2 REACTOME_RAP1_SIGNALLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RAP1_SIGNALLING PRKACA PRKACB PRKACG PRKG1 RAF1 RAP1A RAP1B RAP1GAP RAP1GAP2 RAPGEF3 RAPGEF4 RASGRP1 RASGRP2 SIPA1 YWHAB YWHAZ REACTOME_RAS_ACTIVATION_UPON_CA2_INFLUX_THROUGH_NMDA_RECEPTOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RAS_ACTIVATION_UPON_CA2_INFLUX_THROUGH_NMDA_RECEPTOR ACTN2 CALM1 CAMK2A CAMK2B CAMK2D CAMK2G DLG1 DLG2 DLG3 DLG4 GRIN1 GRIN2B GRIN2D HRAS KRAS LRRC7 NEFL NRAS RASGRF1 RASGRF2 REACTOME_RAS_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RAS_PROCESSING ABHD17A ABHD17B ABHD17C ARL2 BCL2L1 CALM1 FNTA FNTB GOLGA7 HRAS ICMT KRAS LYPLA1 NRAS PDE6D PRKCQ PRKG2 RCE1 RPS27A UBA52 UBB UBC USP17L2 ZDHHC9 REACTOME_RAS_SIGNALING_DOWNSTREAM_OF_NF1_LOSS_OF_FUNCTION_VARIANTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RAS_SIGNALING_DOWNSTREAM_OF_NF1_LOSS_OF_FUNCTION_VARIANTS HRAS KRAS NF1 NRAS SPRED1 SPRED2 SPRED3 REACTOME_RA_BIOSYNTHESIS_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RA_BIOSYNTHESIS_PATHWAY ADH1A ADH1C ADH4 AKR1C3 ALDH1A1 ALDH1A2 ALDH1A3 ALDH8A1 CRABP1 CYP26A1 CYP26B1 CYP26C1 DHRS3 DHRS4 DHRS9 RDH10 RDH11 RDH13 RDH14 RDH16 RDH5 SDR16C5 REACTOME_REACTIONS_SPECIFIC_TO_THE_COMPLEX_N_GLYCAN_SYNTHESIS_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REACTIONS_SPECIFIC_TO_THE_COMPLEX_N_GLYCAN_SYNTHESIS_PATHWAY CGA CHST10 CHST8 FUCA1 FUT3 FUT8 LHB MAN2A1 MAN2A2 MGAT2 REACTOME_RECEPTOR_MEDIATED_MITOPHAGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RECEPTOR_MEDIATED_MITOPHAGY ATG12 ATG5 CSNK2A1 CSNK2A2 CSNK2B FUNDC1 MAP1LC3A MAP1LC3B PGAM5 SRC ULK1 REACTOME_RECEPTOR_TYPE_TYROSINE_PROTEIN_PHOSPHATASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RECEPTOR_TYPE_TYROSINE_PROTEIN_PHOSPHATASES IL1RAP IL1RAPL1 IL1RAPL2 LRRC4B NTRK3 PPFIA1 PPFIA2 PPFIA3 PPFIA4 PPFIBP1 PPFIBP2 PTPRD PTPRF PTPRS SLITRK1 SLITRK2 SLITRK3 SLITRK4 SLITRK5 SLITRK6 REACTOME_RECOGNITION_AND_ASSOCIATION_OF_DNA_GLYCOSYLASE_WITH_SITE_CONTAINING_AN_AFFECTED_PURINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RECOGNITION_AND_ASSOCIATION_OF_DNA_GLYCOSYLASE_WITH_SITE_CONTAINING_AN_AFFECTED_PURINE ACD H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-4 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 MPG MUTYH NEIL3 OGG1 POT1 TERF1 TERF2 TERF2IP TINF2 REACTOME_RECOGNITION_OF_DNA_DAMAGE_BY_PCNA_CONTAINING_REPLICATION_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RECOGNITION_OF_DNA_DAMAGE_BY_PCNA_CONTAINING_REPLICATION_COMPLEX CUL4A CUL4B DDB1 DTL PCNA POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 RAD18 RBX1 RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 RPS27A UBA52 UBB UBC UBE2B USP1 WDR48 REACTOME_RECRUITMENT_OF_MITOTIC_CENTROSOME_PROTEINS_AND_COMPLEXES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RECRUITMENT_OF_MITOTIC_CENTROSOME_PROTEINS_AND_COMPLEXES ACTR1A AKAP9 ALMS1 CCP110 CDK1 CDK11A CDK11B CDK5RAP2 CENPJ CEP131 CEP135 CEP152 CEP164 CEP192 CEP250 CEP290 CEP41 CEP43 CEP57 CEP63 CEP70 CEP72 CEP76 CEP78 CETN2 CKAP5 CLASP1 CNTRL CSNK1D CSNK1E DCTN1 DCTN2 DCTN3 DYNC1H1 DYNC1I2 DYNLL1 HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HSP90AA1 MAPRE1 MZT1 MZT2A MZT2B NDE1 NEDD1 NEK2 NINL NME7 ODF2 OFD1 PAFAH1B1 PCM1 PCNT PLK1 PLK4 PPP2R1A PRKACA PRKAR2B SDCCAG8 SFI1 SSNA1 TUBA1A TUBA4A TUBB TUBB4A TUBB4B TUBG1 TUBG2 TUBGCP2 TUBGCP3 TUBGCP4 TUBGCP5 TUBGCP6 YWHAE YWHAG REACTOME_RECRUITMENT_OF_NUMA_TO_MITOTIC_CENTROSOMES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RECRUITMENT_OF_NUMA_TO_MITOTIC_CENTROSOMES ACTR1A AKAP9 ALMS1 CCP110 CDK1 CDK5RAP2 CENPJ CEP131 CEP135 CEP152 CEP164 CEP192 CEP250 CEP290 CEP41 CEP43 CEP57 CEP63 CEP70 CEP72 CEP76 CEP78 CETN2 CKAP5 CLASP1 CNTRL CSNK1D CSNK1E DCTN1 DCTN2 DCTN3 DYNC1H1 DYNC1I2 DYNLL1 HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HSP90AA1 MAPRE1 MZT1 MZT2A MZT2B NDE1 NEDD1 NEK2 NINL NME7 NUMA1 ODF2 OFD1 PAFAH1B1 PCM1 PCNT PLK1 PLK4 PPP2R1A PRKACA PRKAR2B SDCCAG8 SFI1 SSNA1 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B TUBG1 TUBG2 TUBGCP2 TUBGCP3 TUBGCP4 TUBGCP5 TUBGCP6 YWHAE YWHAG REACTOME_RECYCLING_OF_BILE_ACIDS_AND_SALTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RECYCLING_OF_BILE_ACIDS_AND_SALTS ABCB11 ABCC3 ALB BAAT FABP6 NCOA1 NCOA2 NR1H4 RXRA SLC10A1 SLC10A2 SLC27A5 SLC51A SLC51B SLCO1A2 SLCO1B1 SLCO1B3 STARD5 REACTOME_RECYCLING_OF_EIF2_GDP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RECYCLING_OF_EIF2_GDP EIF2B1 EIF2B2 EIF2B3 EIF2B4 EIF2B5 EIF2S1 EIF2S2 EIF2S3 REACTOME_RECYCLING_PATHWAY_OF_L1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RECYCLING_PATHWAY_OF_L1 ACTB ACTG1 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 CLTA CLTC DNM1 DNM2 DNM3 DPYSL2 EZR KIF4A KIF4B L1CAM MAPK1 MSN NUMB RDX RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA4 RPS6KA5 RPS6KA6 SH3GL2 SHTN1 SRC TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B REACTOME_REDUCTION_OF_CYTOSOLIC_CA_LEVELS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REDUCTION_OF_CYTOSOLIC_CA_LEVELS ATP2A1 ATP2A2 ATP2A3 ATP2B1 ATP2B2 ATP2B3 ATP2B4 CALM1 SLC8A1 SLC8A2 SLC8A3 SRI REACTOME_REELIN_SIGNALLING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REELIN_SIGNALLING_PATHWAY DAB1 FYN RELN SH3KBP1 VLDLR REACTOME_REGULATED_NECROSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATED_NECROSIS BAK1 BAX BIRC2 BIRC3 CASP1 CASP3 CASP4 CASP5 CASP8 CDC37 CFLAR CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP6 CHMP7 CYCS ELANE FADD FAS FASLG FLOT1 FLOT2 GSDMD GSDME GZMB HMGB1 HSP90AA1 IL18 IL1A IL1B IRF1 IRF2 ITCH MLKL OGT PDCD6IP PELI1 PRKN RIPK1 RIPK3 RPS27A SDCBP STUB1 TNFRSF10A TNFRSF10B TNFSF10 TP53 TP63 TRADD TRAF2 UBA52 UBB UBC UBE2L3 XIAP REACTOME_REGULATED_PROTEOLYSIS_OF_P75NTR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATED_PROTEOLYSIS_OF_P75NTR ADAM17 APH1A APH1B NCSTN NFKB1 NGFR PSEN1 PSEN2 PSENEN RELA TRAF6 REACTOME_REGULATION_BY_C_FLIP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_BY_C_FLIP CASP8 CFLAR FADD FAS FASLG RIPK1 TNFRSF10A TNFRSF10B TNFSF10 TRADD TRAF2 REACTOME_REGULATION_OF_BACH1_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_BACH1_ACTIVITY BACH1 CUL1 FBXL17 MAFK RBX1 RPS27A SKP1 SKP2 UBA52 UBB UBC REACTOME_REGULATION_OF_BETA_CELL_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_BETA_CELL_DEVELOPMENT AKT1 AKT2 AKT3 CREBBP EP300 FGF10 FOXA2 FOXA3 FOXO1 GCK HES1 HNF1A HNF1B HNF4A HNF4G IAPP INS INSM1 KAT2A KAT2B MAFA MAML1 MAML2 MAML3 MAMLD1 NEUROD1 NEUROG3 NKX2-2 NKX6-1 NOTCH1 NR5A2 ONECUT1 ONECUT3 PAX4 PAX6 PDX1 PKLR PTF1A RBPJ RFX6 SLC2A2 SNW1 REACTOME_REGULATION_OF_CDH11_FUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_CDH11_FUNCTION ADAM19 ADAM33 AMOT ANGPTL4 CDH11 CDH24 CDH8 CTNNA1 CTNNB1 CTNND1 JUP REACTOME_REGULATION_OF_CDH11_GENE_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_CDH11_GENE_TRANSCRIPTION BHLHE22 CDH11 FOXF1 HEYL HOXC8 ILF3 PRDM8 SNAI1 SP1 ZEB2 REACTOME_REGULATION_OF_CDH11_MRNA_TRANSLATION_BY_MICRORNAS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_CDH11_MRNA_TRANSLATION_BY_MICRORNAS AGO1 AGO2 AGO3 AGO4 CDH11 MIR200C MOV10 TNRC6A TNRC6B TNRC6C REACTOME_REGULATION_OF_CDH19_EXPRESSION_AND_FUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_CDH19_EXPRESSION_AND_FUNCTION CDH19 CTNNA1 CTNNB1 CTNND1 JUP SOX10 ZC3H12A REACTOME_REGULATION_OF_CHOLESTEROL_BIOSYNTHESIS_BY_SREBP_SREBF https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_CHOLESTEROL_BIOSYNTHESIS_BY_SREBP_SREBF ACACA ACACB CARM1 CHD9 CREBBP CYP51A1 DHCR7 ELOVL6 FASN FDFT1 FDPS GGPS1 GPAM HELZ2 HMGCR HMGCS1 IDI1 INSIG1 INSIG2 KPNB1 LSS MBTPS1 MBTPS2 MED1 MTF1 MVD MVK NCOA1 NCOA2 NCOA6 NFYA NFYB NFYC PMVK PPARA RAN RXRA SAR1B SC5D SCAP SCD SEC23A SEC24A SEC24B SEC24C SEC24D SMARCD3 SP1 SQLE SREBF1 SREBF2 TBL1X TBL1XR1 TGS1 TM7SF2 REACTOME_REGULATION_OF_COMMISSURAL_AXON_PATHFINDING_BY_SLIT_AND_ROBO https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_COMMISSURAL_AXON_PATHFINDING_BY_SLIT_AND_ROBO DCC NELL2 NTN1 ROBO1 ROBO2 ROBO3 SLIT1 SLIT2 SLIT3 SRC REACTOME_REGULATION_OF_CYTOSKELETAL_REMODELING_AND_CELL_SPREADING_BY_IPP_COMPLEX_COMPONENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_CYTOSKELETAL_REMODELING_AND_CELL_SPREADING_BY_IPP_COMPLEX_COMPONENTS ACTN1 ARHGEF6 LIMS1 PARVA PARVB PXN RSU1 TESK1 REACTOME_REGULATION_OF_EXPRESSION_OF_SLITS_AND_ROBOS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_EXPRESSION_OF_SLITS_AND_ROBOS CASC3 COL4A5 CUL2 DAG1 EIF4A3 EIF4G1 ELOB ELOC ETF1 FAU GSPT1 GSPT2 HOXA2 ISL1 LDB1 LHX2 LHX3 LHX4 LHX9 MAGOH MAGOHB MSI1 NCBP1 NCBP2 PABPC1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RBM8A RBX1 RNPS1 ROBO1 ROBO2 ROBO3 RPL10 RPL10A RPL10L RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL22L1 RPL23 RPL23A RPL24 RPL26 RPL26L1 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL36AL RPL37 RPL37A RPL38 RPL39 RPL39L RPL3L RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS7 RPS8 RPS9 RPSA SEM1 SLIT1 SLIT2 UBA52 UBB UBC UPF2 UPF3A UPF3B USP33 ZSWIM8 REACTOME_REGULATION_OF_FOXO_TRANSCRIPTIONAL_ACTIVITY_BY_ACETYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_FOXO_TRANSCRIPTIONAL_ACTIVITY_BY_ACETYLATION CREBBP EP300 FOXO1 FOXO3 FOXO4 KAT2B SIRT1 SIRT3 TXN TXNIP REACTOME_REGULATION_OF_FZD_BY_UBIQUITINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_FZD_BY_UBIQUITINATION FZD4 FZD5 FZD6 FZD8 LGR4 LGR5 LGR6 LRP5 LRP6 RNF43 RPS27A RSPO1 RSPO2 RSPO3 RSPO4 UBA52 UBB UBC USP8 WNT3A ZNRF3 REACTOME_REGULATION_OF_GENE_EXPRESSION_BY_HYPOXIA_INDUCIBLE_FACTOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_GENE_EXPRESSION_BY_HYPOXIA_INDUCIBLE_FACTOR ARNT CA9 CITED2 CREBBP EP300 EPAS1 EPO HIF1A HIF3A HIGD1A VEGFA REACTOME_REGULATION_OF_GENE_EXPRESSION_IN_BETA_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_GENE_EXPRESSION_IN_BETA_CELLS AKT1 AKT2 AKT3 FOXA2 FOXA3 FOXO1 GCK HNF1A HNF4A HNF4G IAPP INS MAFA NEUROD1 NKX2-2 NKX6-1 PAX6 PDX1 PKLR RFX6 SLC2A2 REACTOME_REGULATION_OF_GENE_EXPRESSION_IN_EARLY_PANCREATIC_PRECURSOR_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_GENE_EXPRESSION_IN_EARLY_PANCREATIC_PRECURSOR_CELLS FGF10 HNF1B NKX6-1 NR5A2 ONECUT1 ONECUT3 PDX1 PTF1A REACTOME_REGULATION_OF_GENE_EXPRESSION_IN_ENDOCRINE_COMMITTED_NEUROG3_PROGENITOR_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_GENE_EXPRESSION_IN_ENDOCRINE_COMMITTED_NEUROG3_PROGENITOR_CELLS INSM1 NEUROD1 NEUROG3 NKX2-2 PAX4 REACTOME_REGULATION_OF_GENE_EXPRESSION_IN_LATE_STAGE_BRANCHING_MORPHOGENESIS_PANCREATIC_BUD_PRECURSOR_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_GENE_EXPRESSION_IN_LATE_STAGE_BRANCHING_MORPHOGENESIS_PANCREATIC_BUD_PRECURSOR_CELLS CREBBP EP300 HES1 HNF1B KAT2A KAT2B MAML1 MAML2 MAML3 MAMLD1 NEUROG3 NOTCH1 ONECUT1 ONECUT3 RBPJ SNW1 REACTOME_REGULATION_OF_GLUCOKINASE_BY_GLUCOKINASE_REGULATORY_PROTEIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_GLUCOKINASE_BY_GLUCOKINASE_REGULATORY_PROTEIN AAAS GCK GCKR NDC1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 POM121 POM121C RAE1 RANBP2 SEC13 SEH1L TPR REACTOME_REGULATION_OF_GLYCOLYSIS_BY_FRUCTOSE_2_6_BISPHOSPHATE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_GLYCOLYSIS_BY_FRUCTOSE_2_6_BISPHOSPHATE_METABOLISM PFKFB1 PFKFB2 PFKFB3 PFKFB4 PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5D PRKACA PRKACB PRKACG REACTOME_REGULATION_OF_HMOX1_EXPRESSION_AND_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_HMOX1_EXPRESSION_AND_ACTIVITY BACH1 HM13 HMOX1 MAFK NFE2L2 REACTOME_REGULATION_OF_HOMOTYPIC_CELL_CELL_ADHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_HOMOTYPIC_CELL_CELL_ADHESION ADAM19 ADAM33 AGO1 AGO2 AGO3 AGO4 AMOT ANGPTL4 BHLHE22 CDH11 CDH19 CDH24 CDH8 CTNNA1 CTNNB1 CTNND1 FOXF1 HEYL HOXC8 ILF3 JUP MIR200C MOV10 PRDM8 SNAI1 SOX10 SP1 TNRC6A TNRC6B TNRC6C ZC3H12A ZEB2 REACTOME_REGULATION_OF_HSF1_MEDIATED_HEAT_SHOCK_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_HSF1_MEDIATED_HEAT_SHOCK_RESPONSE AAAS ATM ATR BAG1 BAG2 BAG3 BAG4 BAG5 CCAR2 COL4A6 CRYBA4 DEDD2 DNAJB1 DNAJB6 DNAJC2 DNAJC7 FKBP4 GML GSK3B HIKESHI HSF1 HSPA12A HSPA12B HSPA13 HSPA14 HSPA1A HSPA1B HSPA1L HSPA2 HSPA4 HSPA4L HSPA5 HSPA6 HSPA8 HSPA9 HSPB1 HSPB2 HSPH1 MAPK1 MAPK3 MAPKAPK2 MRPL18 NDC1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 POM121 POM121C RAE1 RANBP2 RLN1 RPA1 RPA2 RPA3 RPS19BP1 SEC13 SEH1L SERPINH1 SIRT1 ST13 TNFRSF21 TPR UBB YWHAE REACTOME_REGULATION_OF_IFNA_IFNB_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_IFNA_IFNB_SIGNALING IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR1 IFNAR2 IFNB1 JAK1 PTPN1 PTPN11 PTPN6 SOCS1 SOCS3 STAT1 STAT2 TYK2 USP18 REACTOME_REGULATION_OF_IFNG_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_IFNG_SIGNALING IFNG IFNGR1 IFNGR2 JAK1 JAK2 PIAS1 PTPN1 PTPN11 PTPN2 PTPN6 SOCS1 SOCS3 STAT1 SUMO1 REACTOME_REGULATION_OF_INNATE_IMMUNE_RESPONSES_TO_CYTOSOLIC_DNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_INNATE_IMMUNE_RESPONSES_TO_CYTOSOLIC_DNA DDX41 DTX4 IRF3 NLRP4 RPS27A STING1 TBK1 TREX1 TRIM21 TRIM32 TRIM56 UBA52 UBB UBC ZBP1 REACTOME_REGULATION_OF_INSULIN_LIKE_GROWTH_FACTOR_IGF_TRANSPORT_AND_UPTAKE_BY_INSULIN_LIKE_GROWTH_FACTOR_BINDING_PROTEINS_IGFBPS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_INSULIN_LIKE_GROWTH_FACTOR_IGF_TRANSPORT_AND_UPTAKE_BY_INSULIN_LIKE_GROWTH_FACTOR_BINDING_PROTEINS_IGFBPS ADAM10 AFP AHSG ALB AMBN AMELX AMTN ANO8 APLP2 APOA1 APOA2 APOA5 APOB APOE APOL1 APP BMP15 BMP4 BPIFB2 C3 C4A CALU CCN1 CDH2 CHGB CHRDL1 CKAP4 CP CSF1 CST3 CTSG DMP1 DNAJC3 ENAM EVA1A F2 F5 FAM20A FAM20C FBN1 FGA FGF23 FGG FN1 FSTL1 FSTL3 FUCA2 GAS6 GOLM1 GPC3 GZMH HRC HSP90B1 IGF1 IGF2 IGFALS IGFBP1 IGFBP2 IGFBP3 IGFBP4 IGFBP5 IGFBP6 IGFBP7 IL6 ITIH2 KLK1 KLK13 KLK2 KLK3 KNG1 KTN1 LAMB1 LAMB2 LAMC1 LGALS1 LTBP1 MATN3 MBTPS1 MELTF MEN1 MEPE MFGE8 MGAT4A MIA3 MMP1 MMP2 MSLN MXRA8 NOTUM NUCB1 P4HB PAPPA PAPPA2 PCSK9 PDIA6 PENK PLG PNPLA2 PRKCSH PROC PRSS23 QSOX1 RCN1 SCG2 SCG3 SDC2 SERPINA1 SERPINA10 SERPINC1 SERPIND1 SHISA5 SPARCL1 SPP1 SPP2 STC2 TF TGOLN2 TIMP1 TMEM132A TNC VCAN VGF VWA1 WFS1 REACTOME_REGULATION_OF_INSULIN_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_INSULIN_SECRETION ABCC8 ACSL3 ACSL4 ADCY5 ADCY6 ADCY8 ADRA2A ADRA2C AHCYL1 AKAP5 CACNA1A CACNA1C CACNA1D CACNA1E CACNA2D2 CACNB2 CACNB3 CD36 CHRM3 FFAR1 GCG GLP1R GNA11 GNA14 GNA15 GNAI1 GNAI2 GNAQ GNAS GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 INS IQGAP1 ITPR1 ITPR2 ITPR3 KCNB1 KCNC2 KCNG2 KCNJ11 KCNS3 MARCKS PLCB1 PLCB2 PLCB3 PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCA RAP1A RAPGEF3 RAPGEF4 SLC2A1 SLC2A2 SNAP25 STX1A STXBP1 SYT5 VAMP2 REACTOME_REGULATION_OF_KIT_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_KIT_SIGNALING CBL FYN GRB2 KIT KITLG LCK LYN PRKCA PTPN6 SH2B2 SH2B3 SOCS1 SOCS6 SOS1 SRC YES1 REACTOME_REGULATION_OF_LIPID_METABOLISM_BY_PPARALPHA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_LIPID_METABOLISM_BY_PPARALPHA ABCA1 ABCB4 ACADM ACOX1 ACSL1 AGT AHR ALAS1 ANGPTL4 ANKRD1 APOA1 APOA2 APOA5 ARNT ARNT2 BMAL1 CARM1 CCNC CD36 CDK19 CDK8 CHD9 CLOCK CPT1A CPT2 CREBBP CYP1A1 CYP4A11 CYP7A1 EP300 ESRRA FABP1 FADS1 FAM120B FDFT1 FHL2 G0S2 GLIPR1 GPS2 GRHL1 HDAC3 HELZ2 HMGCR HMGCS1 HMGCS2 ME1 MED1 MED10 MED11 MED12 MED13 MED13L MED14 MED15 MED16 MED17 MED18 MED19 MED20 MED21 MED22 MED23 MED24 MED25 MED26 MED27 MED28 MED29 MED30 MED31 MED4 MED6 MED7 MED8 MED9 MTF1 NCOA1 NCOA2 NCOA3 NCOA6 NCOR1 NCOR2 NFYA NFYB NFYC NPAS2 NR1D1 NR1H2 NR1H3 NR1H4 NRF1 PEX11A PLIN2 PPARA PPARG PPARGC1A PPARGC1B RGL1 RORA RXRA RXRB SIN3A SIN3B SLC27A1 SMARCD3 SP1 SREBF1 SREBF2 SULT2A1 TBL1X TBL1XR1 TGS1 THRAP3 TIAM2 TNFRSF21 TRIB3 TXNRD1 UGT1A9 REACTOME_REGULATION_OF_LOCALIZATION_OF_FOXO_TRANSCRIPTION_FACTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_LOCALIZATION_OF_FOXO_TRANSCRIPTION_FACTORS AKT1 AKT2 AKT3 FOXO1 FOXO3 FOXO4 FOXO6 SFN YWHAB YWHAG YWHAQ YWHAZ REACTOME_REGULATION_OF_MECP2_EXPRESSION_AND_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_MECP2_EXPRESSION_AND_ACTIVITY AGO1 AGO2 AGO3 AGO4 AURKB CALM1 CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 CREB1 FOXG1 GPS2 HDAC1 HDAC2 HDAC3 HIPK2 HTT LBR MECP2 MIR132 MOV10 NCOR1 NCOR2 PRKACA SIN3A TBL1X TBL1XR1 TNRC6A TNRC6B TNRC6C REACTOME_REGULATION_OF_MRNA_STABILITY_BY_PROTEINS_THAT_BIND_AU_RICH_ELEMENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_MRNA_STABILITY_BY_PROTEINS_THAT_BIND_AU_RICH_ELEMENTS AKT1 ANP32A DCP1A DCP2 DIS3 EIF4G1 ELAVL1 EXOSC1 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 HNRNPD HSPA1A HSPA8 HSPB1 KHSRP MAPK11 MAPK14 MAPKAPK2 NUP214 PABPC1 PARN PRKCA PRKCD PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RPS27A SEM1 SET TNFSF13 TNPO1 UBA52 UBB UBC XPO1 XRN1 YWHAB YWHAZ ZFP36 ZFP36L1 REACTOME_REGULATION_OF_NFE2L2_GENE_EXPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_NFE2L2_GENE_EXPRESSION CREBBP EP300 MAFK MYC NFE2L2 NFKB1 NOTCH1 RELA REACTOME_REGULATION_OF_NF_KAPPA_B_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_NF_KAPPA_B_SIGNALING CASP8 CHUK IKBIP IKBKB IKBKG LRRC14 N4BP1 NLRC5 NLRX1 RPS27A TP53 TRAF2 TRAF6 UBA52 UBB UBC USP14 USP18 REACTOME_REGULATION_OF_NPAS4_GENE_EXPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_NPAS4_GENE_EXPRESSION AGO1 AGO2 AGO3 AGO4 KCNIP3 MOV10 NPAS4 NR3C1 REST SRF TNRC6A TNRC6B TNRC6C REACTOME_REGULATION_OF_NPAS4_GENE_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_NPAS4_GENE_TRANSCRIPTION KCNIP3 NPAS4 NR3C1 REST SRF REACTOME_REGULATION_OF_NPAS4_MRNA_TRANSLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_NPAS4_MRNA_TRANSLATION AGO1 AGO2 AGO3 AGO4 MOV10 NPAS4 TNRC6A TNRC6B TNRC6C REACTOME_REGULATION_OF_PLK1_ACTIVITY_AT_G2_M_TRANSITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_PLK1_ACTIVITY_AT_G2_M_TRANSITION ACTR1A AJUBA AKAP9 ALMS1 AURKA BORA BTRC CCNB1 CCNB2 CCP110 CDK1 CDK5RAP2 CENPJ CEP131 CEP135 CEP152 CEP164 CEP192 CEP250 CEP290 CEP41 CEP43 CEP57 CEP63 CEP70 CEP72 CEP76 CEP78 CETN2 CKAP5 CLASP1 CNTRL CSNK1D CSNK1E CUL1 DCTN1 DCTN2 DCTN3 DYNC1H1 DYNC1I2 DYNLL1 FBXW11 HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HSP90AA1 MAPRE1 NDE1 NEDD1 NEK2 NINL ODF2 OFD1 OPTN PAFAH1B1 PCM1 PCNT PLK1 PLK4 PPP1CB PPP1R12A PPP1R12B PPP2R1A PRKACA PRKAR2B RAB8A RPS27A SDCCAG8 SFI1 SKP1 SSNA1 TUBA1A TUBA4A TUBB TUBB4A TUBB4B TUBG1 UBA52 UBB UBC YWHAE YWHAG REACTOME_REGULATION_OF_PTEN_GENE_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_PTEN_GENE_TRANSCRIPTION ATF2 ATN1 BMI1 CBX2 CBX4 CBX6 CBX8 CHD3 CHD4 EED EGR1 EZH2 GATAD2A GATAD2B HDAC1 HDAC2 HDAC3 HDAC5 HDAC7 JUN KDM1A LAMTOR1 LAMTOR2 LAMTOR3 LAMTOR4 LAMTOR5 MAF1 MAPK1 MAPK3 MBD3 MECOM MLST8 MTA1 MTA2 MTA3 MTOR NR2E1 PHC1 PHC2 PHC3 PPARG PTEN RBBP4 RBBP7 RCOR1 REST RHEB RING1 RNF2 RPTOR RRAGA RRAGB RRAGC RRAGD SALL4 SCMH1 SLC38A9 SNAI1 SNAI2 SUZ12 TP53 REACTOME_REGULATION_OF_PTEN_LOCALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_PTEN_LOCALIZATION NEDD4 PML PTEN RPS27A UBA52 UBB UBC USP7 XIAP REACTOME_REGULATION_OF_PTEN_MRNA_TRANSLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_PTEN_MRNA_TRANSLATION AGO1 AGO2 AGO3 AGO4 MOV10 PTEN TNRC6A TNRC6B TNRC6C REACTOME_REGULATION_OF_PTEN_STABILITY_AND_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_PTEN_STABILITY_AND_ACTIVITY AKT1 AKT2 AKT3 CSNK2A1 CSNK2A2 CSNK2B FRK MKRN1 NEDD4 OTUD3 PREX2 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTEN RNF146 RPS27A SEM1 STUB1 TNKS TNKS2 TRIM27 UBA52 UBB UBC USP13 WWP2 XIAP REACTOME_REGULATION_OF_PYRUVATE_DEHYDROGENASE_PDH_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_PYRUVATE_DEHYDROGENASE_PDH_COMPLEX DLAT DLD GSTZ1 PDHA1 PDHA2 PDHB PDHX PDK1 PDK2 PDK3 PDK4 PDP1 PDP2 PDPR PPARD RXRA REACTOME_REGULATION_OF_RAS_BY_GAPS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_RAS_BY_GAPS CUL3 DAB2IP HRAS KBTBD7 KRAS NF1 NRAS PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RASA1 RASA2 RASA3 RASA4 RASAL1 RASAL2 RASAL3 RBX1 RPS27A SEM1 SPRED1 SPRED2 SPRED3 SYNGAP1 UBA52 UBB UBC REACTOME_REGULATION_OF_RUNX1_EXPRESSION_AND_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_RUNX1_EXPRESSION_AND_ACTIVITY AGO1 AGO2 AGO3 AGO4 CBFB CCND1 CCND2 CCND3 CDK6 MOV10 PML PTPN11 RUNX1 SRC TNRC6A TNRC6B TNRC6C REACTOME_REGULATION_OF_RUNX2_EXPRESSION_AND_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_RUNX2_EXPRESSION_AND_ACTIVITY BMP2 CBFB CUL1 DLX5 DLX6 ESR1 ESRRA FBXW7 GSK3B HIVEP3 MSX2 NKX3-2 NR3C1 PPARGC1A PPARGC1B PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RBX1 RPS27A RUNX2 SEM1 SKP1 SKP2 SMURF1 STAT1 STUB1 TWIST1 UBA52 UBB UBC WWP1 REACTOME_REGULATION_OF_RUNX3_EXPRESSION_AND_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_RUNX3_EXPRESSION_AND_ACTIVITY CBFB CDKN2A EP300 MDM2 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMB1 PSMB10 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSMF1 RPS27A RUNX3 SEM1 SMURF1 SMURF2 SRC TGFB1 UBA52 UBB UBC REACTOME_REGULATION_OF_SIGNALING_BY_CBL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_SIGNALING_BY_CBL BLNK CBL CRK CRKL FYN GRB2 HCK LYN PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 RAPGEF1 RPS27A SYK UBA52 UBB UBC VAV1 YES1 REACTOME_REGULATION_OF_SIGNALING_BY_NODAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_SIGNALING_BY_NODAL ACVR1B ACVR1C ACVR2A ACVR2B CER1 CFC1 DAND5 LEFTY1 LEFTY2 NODAL TDGF1 TDGF1P3 REACTOME_REGULATION_OF_TLR_BY_ENDOGENOUS_LIGAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_TLR_BY_ENDOGENOUS_LIGAND APOB CD14 CD36 FGA FGB FGG GSDMD GSDME HMGB1 LBP LY96 S100A1 S100A8 S100A9 SFTPA1 SFTPA2 SFTPD TLR1 TLR2 TLR4 TLR6 REACTOME_REGULATION_OF_TP53_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_TP53_ACTIVITY AKT1 AKT2 AKT3 ATM ATR ATRIP AURKA AURKB BANP BARD1 BLM BRCA1 BRD1 BRD7 BRIP1 BRPF1 BRPF3 CCNA1 CCNA2 CCNG1 CDK1 CDK2 CDK5 CDK5R1 CDKN2A CHD3 CHD4 CHEK1 CHEK2 CSNK2A1 CSNK2A2 CSNK2B DAXX DNA2 DYRK2 EHMT1 EHMT2 EP300 EXO1 GATAD2A GATAD2B HDAC1 HDAC2 HIPK1 HIPK2 HUS1 ING2 ING5 JMY KAT5 KAT6A KMT5A L3MBTL1 MAP2K6 MAPK11 MAPK14 MAPKAP1 MAPKAPK5 MBD3 MDM2 MDM4 MEAF6 MLST8 MRE11 MTA2 MTOR NBN NOC2L NUAK1 PDPK1 PHF20 PIN1 PIP4K2A PIP4K2B PIP4K2C PIP4P1 PLK3 PML POU4F1 POU4F2 PPP1R13B PPP1R13L PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5C PRDM1 PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 PRMT5 PRR5 RAD1 RAD17 RAD50 RAD9A RAD9B RBBP4 RBBP7 RBBP8 RFC2 RFC3 RFC4 RFC5 RFFL RHNO1 RICTOR RMI1 RMI2 RNF34 RPA1 RPA2 RPA3 RPS27A SETD9 SGK1 SMYD2 SSRP1 STK11 SUPT16H TAF1 TAF10 TAF11 TAF12 TAF13 TAF15 TAF1L TAF2 TAF3 TAF4 TAF4B TAF5 TAF6 TAF7 TAF7L TAF9 TAF9B TBP TOP3A TOPBP1 TP53 TP53BP2 TP53INP1 TP53RK TP63 TP73 TPX2 TTC5 UBA52 UBB UBC USP2 USP7 WRN ZNF385A REACTOME_REGULATION_OF_TP53_ACTIVITY_THROUGH_ACETYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_TP53_ACTIVITY_THROUGH_ACETYLATION AKT1 AKT2 AKT3 BRD1 BRD7 BRPF1 BRPF3 CHD3 CHD4 EP300 GATAD2A GATAD2B HDAC1 HDAC2 ING2 ING5 KAT6A MAP2K6 MBD3 MEAF6 MTA2 PIN1 PIP4K2A PIP4K2B PIP4K2C PIP4P1 PML RBBP4 RBBP7 TP53 REACTOME_REGULATION_OF_TP53_ACTIVITY_THROUGH_ASSOCIATION_WITH_CO_FACTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_TP53_ACTIVITY_THROUGH_ASSOCIATION_WITH_CO_FACTORS AKT1 AKT2 AKT3 BANP PHF20 POU4F1 POU4F2 PPP1R13B PPP1R13L TP53 TP53BP2 TP63 TP73 ZNF385A REACTOME_REGULATION_OF_TP53_ACTIVITY_THROUGH_METHYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_TP53_ACTIVITY_THROUGH_METHYLATION ATM CHEK2 EHMT1 EHMT2 EP300 JMY KMT5A L3MBTL1 MDM2 MDM4 PRMT5 RPS27A SETD9 SMYD2 TP53 TTC5 UBA52 UBB UBC REACTOME_REGULATION_OF_TP53_ACTIVITY_THROUGH_PHOSPHORYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_TP53_ACTIVITY_THROUGH_PHOSPHORYLATION ATM ATR ATRIP AURKA AURKB BARD1 BLM BRCA1 BRIP1 CCNA1 CCNA2 CDK2 CDK5 CDK5R1 CHEK1 CHEK2 CSNK2A1 CSNK2A2 CSNK2B DNA2 DYRK2 EXO1 HIPK1 HIPK2 HUS1 KAT5 MAPK11 MAPK14 MAPKAPK5 MDM2 MDM4 MRE11 NBN NOC2L NUAK1 PIN1 PLK3 PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 RAD1 RAD17 RAD50 RAD9A RAD9B RBBP8 RFC2 RFC3 RFC4 RFC5 RHNO1 RMI1 RMI2 RPA1 RPA2 RPA3 RPS27A SSRP1 STK11 SUPT16H TAF1 TAF10 TAF11 TAF12 TAF13 TAF15 TAF1L TAF2 TAF3 TAF4 TAF4B TAF5 TAF6 TAF7 TAF7L TAF9 TAF9B TBP TOP3A TOPBP1 TP53 TP53INP1 TP53RK TPX2 UBA52 UBB UBC WRN REACTOME_REGULATION_OF_TP53_EXPRESSION_AND_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_TP53_EXPRESSION_AND_DEGRADATION AKT1 AKT2 AKT3 ATM CCNA1 CCNA2 CCNG1 CDK1 CDK2 CDKN2A CHEK2 DAXX MAPKAP1 MDM2 MDM4 MLST8 MTOR PDPK1 PHF20 PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5C PRDM1 PRR5 RFFL RICTOR RNF34 RPS27A SGK1 TP53 UBA52 UBB UBC USP2 USP7 REACTOME_RELAXIN_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RELAXIN_RECEPTORS INSL3 INSL5 RLN2 RLN3 RXFP1 RXFP2 RXFP3 RXFP4 REACTOME_RELEASE_OF_APOPTOTIC_FACTORS_FROM_THE_MITOCHONDRIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RELEASE_OF_APOPTOTIC_FACTORS_FROM_THE_MITOCHONDRIA BAK1 BAX CYCS DIABLO GSDMD GSDME SEPTIN4 REACTOME_RELEASE_OF_HH_NP_FROM_THE_SECRETING_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RELEASE_OF_HH_NP_FROM_THE_SECRETING_CELL ADAM17 DHH DISP2 GPC5 IHH NOTUM SCUBE2 SHH REACTOME_REMOVAL_OF_AMINOTERMINAL_PROPEPTIDES_FROM_GAMMA_CARBOXYLATED_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REMOVAL_OF_AMINOTERMINAL_PROPEPTIDES_FROM_GAMMA_CARBOXYLATED_PROTEINS BGLAP F10 F2 F7 F9 FURIN GAS6 PROC PROS1 PROZ REACTOME_REPLACEMENT_OF_PROTAMINES_BY_NUCLEOSOMES_IN_THE_MALE_PRONUCLEUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REPLACEMENT_OF_PROTAMINES_BY_NUCLEOSOMES_IN_THE_MALE_PRONUCLEUS H1-8 H2AX H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HIRA METTL23 NPM2 PRM1 PRM2 SRPK1 REACTOME_REPRESSION_OF_WNT_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REPRESSION_OF_WNT_TARGET_GENES AXIN2 CTBP1 CTBP2 HDAC1 LEF1 MYC TCF7 TCF7L1 TCF7L2 TLE1 TLE2 TLE3 TLE4 TLE5 REACTOME_REPRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REPRODUCTION ACD ACR ADAM2 ADAM20 ADAM21 ADAM30 ATM ATR B4GALT1 BLM BMP4 BRCA1 BRCA2 CATSPER1 CATSPER2 CATSPER3 CATSPER4 CATSPERB CATSPERD CATSPERG CBFA2T2 CD9 CDK2 CDK4 CXCR4 DIDO1 DMC1 EOMES FKBP6 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3-4 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HSPA2 HVCN1 IZUMO1 IZUMO2 IZUMO3 IZUMO4 KCNU1 LMNA LMNB1 MLH1 MLH3 MND1 MRE11 MSH4 MSH5 NANOG NANOS3 NBN OVGP1 PDPN POT1 POU5F1 PRDM1 PRDM9 PSMC3IP RAD21 RAD50 RAD51 RAD51C RBBP8 REC8 RPA1 RPA2 RPA3 SMC1A SMC1B SMC3 SOX17 SPAM1 SPO11 STAG1 STAG2 STAG3 SUN1 SUN2 SYCE1 SYCE2 SYCE3 SYCP1 SYCP2 SYCP3 SYNE1 SYNE2 TERF1 TERF2 TERF2IP TET2 TEX12 TEX15 TFAP2C TINF2 TOP3A UBE2I ZP1 ZP2 ZP3 ZP4 REACTOME_RESOLUTION_OF_ABASIC_SITES_AP_SITES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RESOLUTION_OF_ABASIC_SITES_AP_SITES ADPRS APEX1 FEN1 LIG1 LIG3 MBD4 MPG MUTYH NEIL1 NEIL2 NTHL1 OGG1 PARG PARP1 PARP2 PCNA PNKP POLB POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 SMUG1 TDG UNG XRCC1 REACTOME_RESOLUTION_OF_AP_SITES_VIA_THE_MULTIPLE_NUCLEOTIDE_PATCH_REPLACEMENT_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RESOLUTION_OF_AP_SITES_VIA_THE_MULTIPLE_NUCLEOTIDE_PATCH_REPLACEMENT_PATHWAY ADPRS APEX1 FEN1 LIG1 PARG PARP1 PARP2 PCNA POLB POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 REACTOME_RESOLUTION_OF_D_LOOP_STRUCTURES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RESOLUTION_OF_D_LOOP_STRUCTURES ATM BARD1 BLM BRCA1 BRCA2 BRIP1 DNA2 EME1 EME2 EXO1 GEN1 KAT5 MRE11 MUS81 NBN PALB2 RAD50 RAD51 RAD51AP1 RAD51B RAD51C RAD51D RBBP8 RMI1 RMI2 RTEL1 SEM1 SLX1A SLX1B SLX4 SPIDR TOP3A WRN XRCC2 XRCC3 REACTOME_RESOLUTION_OF_D_LOOP_STRUCTURES_THROUGH_SYNTHESIS_DEPENDENT_STRAND_ANNEALING_SDSA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RESOLUTION_OF_D_LOOP_STRUCTURES_THROUGH_SYNTHESIS_DEPENDENT_STRAND_ANNEALING_SDSA ATM BARD1 BLM BRCA1 BRCA2 BRIP1 DNA2 EXO1 KAT5 MRE11 NBN PALB2 RAD50 RAD51 RAD51AP1 RAD51B RAD51C RAD51D RBBP8 RMI1 RMI2 RTEL1 SEM1 TOP3A WRN XRCC2 XRCC3 REACTOME_RESOLUTION_OF_SISTER_CHROMATID_COHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RESOLUTION_OF_SISTER_CHROMATID_COHESION AHCTF1 AURKB B9D2 BIRC5 BUB1 BUB1B BUB3 CCNB1 CCNB2 CDC20 CDCA5 CDCA8 CDK1 CENPA CENPC CENPE CENPF CENPH CENPI CENPK CENPL CENPM CENPN CENPO CENPP CENPQ CENPS CENPT CENPU CKAP5 CLASP1 CLASP2 CLIP1 DSN1 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 ERCC6L HDAC8 INCENP ITGB3BP KIF18A KIF2A KIF2B KIF2C KNL1 KNTC1 MAD1L1 MAD2L1 MAPRE1 MIS12 NDC80 NDE1 NDEL1 NSL1 NUDC NUF2 NUP107 NUP133 NUP160 NUP37 NUP43 NUP85 NUP98 PAFAH1B1 PDS5A PDS5B PLK1 PMF1 PPP1CC PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E RAD21 RANBP2 RANGAP1 RCC2 RPS27 SEC13 SEH1L SGO1 SGO2 SKA1 SKA2 SMC1A SMC3 SPC24 SPC25 SPDL1 STAG1 STAG2 TAOK1 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B WAPL XPO1 ZW10 ZWILCH ZWINT REACTOME_RESPIRATORY_ELECTRON_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RESPIRATORY_ELECTRON_TRANSPORT ACAD9 COA1 COQ10A COQ10B COX11 COX14 COX16 COX18 COX19 COX20 COX4I1 COX5A COX5B COX6A1 COX6B1 COX6C COX7A2L COX7B COX7C COX8A CYC1 CYCS ECSIT ETFA ETFB ETFDH LRPPRC MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA3 NDUFA4 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF6 NDUFAF7 NDUFB1 NDUFB10 NDUFB11 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 NUBPL SCO1 SCO2 SDHA SDHB SDHC SDHD SURF1 TACO1 TIMMDC1 TMEM126B TMEM186 TRAP1 UQCR10 UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRH UQCRQ REACTOME_RESPIRATORY_ELECTRON_TRANSPORT_ATP_SYNTHESIS_BY_CHEMIOSMOTIC_COUPLING_AND_HEAT_PRODUCTION_BY_UNCOUPLING_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RESPIRATORY_ELECTRON_TRANSPORT_ATP_SYNTHESIS_BY_CHEMIOSMOTIC_COUPLING_AND_HEAT_PRODUCTION_BY_UNCOUPLING_PROTEINS ACAD9 ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5PB ATP5PD ATP5PF ATP5PO COA1 COQ10A COQ10B COX11 COX14 COX16 COX18 COX19 COX20 COX4I1 COX5A COX5B COX6A1 COX6B1 COX6C COX7A2L COX7B COX7C COX8A CYC1 CYCS DMAC2L ECSIT ETFA ETFB ETFDH LRPPRC MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA3 NDUFA4 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF6 NDUFAF7 NDUFB1 NDUFB10 NDUFB11 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 NUBPL PM20D1 SCO1 SCO2 SDHA SDHB SDHC SDHD SLC25A14 SLC25A27 SURF1 TACO1 TIMMDC1 TMEM126B TMEM186 TRAP1 UCP1 UCP2 UCP3 UQCR10 UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRH UQCRQ REACTOME_RESPONSE_OF_EIF2AK1_HRI_TO_HEME_DEFICIENCY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RESPONSE_OF_EIF2AK1_HRI_TO_HEME_DEFICIENCY ASNS ATF3 ATF4 ATF5 CEBPB CEBPG CHAC1 DDIT3 EIF2AK1 EIF2S1 EIF2S2 EIF2S3 GRB10 PPP1R15A TRIB3 REACTOME_RESPONSE_OF_EIF2AK4_GCN2_TO_AMINO_ACID_DEFICIENCY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RESPONSE_OF_EIF2AK4_GCN2_TO_AMINO_ACID_DEFICIENCY ASNS ATF2 ATF3 ATF4 CEBPB CEBPG DDIT3 EIF2AK4 EIF2S1 EIF2S2 EIF2S3 FAU GCN1 IMPACT RPL10 RPL10A RPL10L RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL22L1 RPL23 RPL23A RPL24 RPL26 RPL26L1 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL36AL RPL37 RPL37A RPL38 RPL39 RPL39L RPL3L RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS7 RPS8 RPS9 RPSA TRIB3 UBA52 REACTOME_RESPONSE_OF_MTB_TO_PHAGOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RESPONSE_OF_MTB_TO_PHAGOCYTOSIS ATP6V1H CORO1A CTSG DUSP16 ENO1 GSK3A HGS KPNA1 KPNB1 MAPK1 MAPK3 NOS2 PGK1 RAB5A RAB7A RNF213 RPS27A SFPQ TRIM27 UBA52 UBB UBC VPS33B REACTOME_RESPONSE_TO_ELEVATED_PLATELET_CYTOSOLIC_CA2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RESPONSE_TO_ELEVATED_PLATELET_CYTOSOLIC_CA2 A1BG A2M ABCC4 ACTN1 ACTN2 ACTN4 AHSG ALB ALDOA ANXA5 APLP2 APOA1 APOH APOOL APP BRPF3 CALM1 CALU CAP1 CD109 CD36 CD63 CD9 CDC37L1 CFD CFL1 CHID1 CLEC3B CLU CTSW CYB5R1 CYRIB ECM1 EGF ENDOD1 F13A1 F5 F8 FAM3C FERMT3 FGA FGB FGG FLNA FN1 GAS6 GTPBP2 HABP4 HGF HRG HSPA5 IGF1 IGF2 ISLR ITGA2B ITGB3 ITIH3 ITIH4 KNG1 LAMP2 LEFTY2 LGALS3BP LHFPL2 LY6G6F MAGED2 MANF MMRN1 NHLRC2 OLA1 ORM1 ORM2 PCDH7 PCYOX1L PDGFA PDGFB PECAM1 PF4 PFN1 PHACTR2 PLEK PLG PPBP PPIA PRKCA PRKCB PRKCG PROS1 PSAP QSOX1 RAB27B RARRES2 SCCPDH SCG3 SELENOP SELP SERPINA1 SERPINA3 SERPINA4 SERPINE1 SERPINF2 SERPING1 SOD1 SPARC SPP2 SRGN STX4 STXBP2 STXBP3 SYTL4 TAGLN2 TEX264 TF TGFB1 TGFB2 TGFB3 THBS1 TIMP1 TIMP3 TLN1 TMSB4X TMX3 TOR4A TTN TUBA4A VCL VEGFA VEGFB VEGFC VEGFD VTI1B VWF WDR1 REACTOME_RESPONSE_TO_METAL_IONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RESPONSE_TO_METAL_IONS CSRP1 MT1A MT1B MT1E MT1F MT1G MT1H MT1M MT1X MT2A MT3 MT4 MTF1 SNCB REACTOME_RETINOID_CYCLE_DISEASE_EVENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RETINOID_CYCLE_DISEASE_EVENTS ABCA4 LRAT NAPEPLD OPN1LW OPN1MW OPN1SW RBP1 RBP4 RDH12 RDH5 RLBP1 STRA6 TTR REACTOME_RETROGRADE_NEUROTROPHIN_SIGNALLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RETROGRADE_NEUROTROPHIN_SIGNALLING AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 CLTA CLTC DNAL4 DNM1 DNM2 DNM3 NGF NTRK1 SH3GL2 REACTOME_RETROGRADE_TRANSPORT_AT_THE_TRANS_GOLGI_NETWORK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RETROGRADE_TRANSPORT_AT_THE_TRANS_GOLGI_NETWORK ARFIP2 ARFRP1 ARL1 COG1 COG2 COG3 COG4 COG5 COG6 COG7 COG8 GCC1 GCC2 GOLGA1 GOLGA4 IGF2R M6PR NAA30 NAA35 NAA38 NAPA NAPB NAPG NSF PLIN3 RAB43 RAB6A RAB6B RAB9A RAB9B RABEPK RGP1 RHOBTB3 RIC1 SCOC STX10 STX16 STX6 SYS1 TGOLN2 TMF1 USP6NL VAMP3 VAMP4 VPS51 VPS52 VPS53 VPS54 VTI1A REACTOME_RET_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RET_SIGNALING ARTN DOK1 DOK2 DOK4 DOK5 DOK6 FRS2 GAB1 GAB2 GDNF GFRA1 GFRA2 GFRA3 GFRA4 GRB10 GRB2 GRB7 IRS2 MAPK7 NRTN PDLIM7 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PLCG1 PRKACA PRKACB PRKACG PRKCA PSPN PTPN11 RAP1GAP RET SHC1 SHC3 SOS1 SRC REACTOME_REVERSIBLE_HYDRATION_OF_CARBON_DIOXIDE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REVERSIBLE_HYDRATION_OF_CARBON_DIOXIDE CA1 CA12 CA13 CA14 CA2 CA3 CA4 CA5A CA5B CA6 CA7 CA9 REACTOME_RHOA_GTPASE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RHOA_GTPASE_CYCLE AAAS ABCD3 ABR ACBD5 ACTC1 AKAP13 ANLN ARAP1 ARAP2 ARAP3 ARHGAP1 ARHGAP10 ARHGAP11A ARHGAP11B ARHGAP18 ARHGAP19 ARHGAP20 ARHGAP21 ARHGAP22 ARHGAP23 ARHGAP24 ARHGAP26 ARHGAP28 ARHGAP29 ARHGAP30 ARHGAP31 ARHGAP32 ARHGAP35 ARHGAP39 ARHGAP4 ARHGAP40 ARHGAP42 ARHGAP44 ARHGAP45 ARHGAP5 ARHGAP6 ARHGAP8 ARHGAP9 ARHGDIA ARHGDIB ARHGEF1 ARHGEF10 ARHGEF10L ARHGEF11 ARHGEF12 ARHGEF15 ARHGEF17 ARHGEF18 ARHGEF19 ARHGEF2 ARHGEF25 ARHGEF28 ARHGEF3 ARHGEF4 ARHGEF40 ARHGEF5 ARHGEF7 ATP6AP1 BCAP31 BCR C1QBP CAV1 CAVIN1 CCDC115 CIT DAAM1 DDRGK1 DEF6 DEPDC1B DIAPH1 DIAPH3 DLC1 DOCK2 ECT2 EMC3 ERBIN FAF2 FAM13A FARP1 FLOT1 FLOT2 FMNL3 GMIP HMOX2 IQGAP1 IQGAP3 JUP KALRN KTN1 LBR LMAN1 MACO1 MCAM MCF2 MCF2L MYO9A MYO9B NET1 NGEF OBSCN OPHN1 PCDH7 PGRMC2 PIK3R1 PIK3R2 PKN1 PKN2 PKN3 PLD1 PLEKHG3 PLEKHG4 PLEKHG5 PLEKHG6 PREX1 PREX2 RACGAP1 RASGRF2 RHOA RHPN1 RHPN2 ROCK1 ROCK2 RTKN SCFD1 SLK SNAP23 SOWAHC SRGAP1 STARD13 STARD8 STBD1 STK10 STOM STX5 TAGAP TEX2 TFRC TIAM1 TJP2 TMEM87A TMPO TRIO VAMP3 VANGL1 VAPB VAV1 VAV2 VAV3 YKT6 REACTOME_RHOBTB1_GTPASE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RHOBTB1_GTPASE_CYCLE CCT2 CCT7 COPS2 COPS4 CPSF7 CUL3 DBN1 GPS1 HNRNPC MYO6 PDE5A RBBP6 RBMX RHOBTB1 RNF20 ROCK1 ROCK2 SPEN SRRM1 STK38 TRA2B TXNL1 VIM REACTOME_RHOBTB2_GTPASE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RHOBTB2_GTPASE_CYCLE ACTG1 ACTN1 CCT2 CCT6A CCT7 CDC37 CUL3 DBN1 DDX39B HNRNPC HSP90AA1 HSP90AB1 MSI2 MYO6 PHIP RBMX RHOBTB2 SRRM1 STK38 TMOD3 TRA2B TWF1 TXNL1 REACTOME_RHOBTB3_ATPASE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RHOBTB3_ATPASE_CYCLE CCNE1 CUL3 HGS HTR7 LRRC41 PLIN3 RAB9A RAB9B RHOBTB3 VHL REACTOME_RHOBTB_GTPASE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RHOBTB_GTPASE_CYCLE ACTG1 ACTN1 CCT2 CCT6A CCT7 CDC37 COPS2 COPS4 CPSF7 CUL3 DBN1 DDX39B GPS1 HNRNPC HSP90AA1 HSP90AB1 MSI2 MYO6 PDE5A PHIP RBBP6 RBMX RHOBTB1 RHOBTB2 RNF20 ROCK1 ROCK2 SPEN SRRM1 STK38 TMOD3 TRA2B TWF1 TXNL1 VIM REACTOME_RHOB_GTPASE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RHOB_GTPASE_CYCLE ABR ACTC1 AKAP13 ANLN ARHGAP1 ARHGAP21 ARHGAP26 ARHGAP32 ARHGAP35 ARHGAP39 ARHGAP5 ARHGDIG ARHGEF1 ARHGEF10 ARHGEF10L ARHGEF11 ARHGEF12 ARHGEF17 ARHGEF2 ARHGEF25 ARHGEF28 ARHGEF3 ARHGEF5 BCR CAV1 CAVIN1 CIT DAAM1 DEPDC1B DIAPH1 DIAPH3 DLC1 ECT2 ERBIN FLOT1 FLOT2 IQGAP3 JUP MCAM MCF2 MCF2L MYO9A MYO9B NET1 OPHN1 PCDH7 PIK3R1 PIK3R2 PKN1 PKN2 PKN3 PREX1 RACGAP1 RHOB RHPN2 ROCK1 ROCK2 RTKN SLK SNAP23 SOWAHC STARD13 STARD8 STK10 STOM TFRC TJP2 VAMP3 VANGL1 VAV2 REACTOME_RHOC_GTPASE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RHOC_GTPASE_CYCLE ABCD3 ABR ACBD5 AKAP13 ANLN ARHGAP1 ARHGAP18 ARHGAP21 ARHGAP26 ARHGAP32 ARHGAP35 ARHGAP39 ARHGAP5 ARHGDIA ARHGEF1 ARHGEF10 ARHGEF10L ARHGEF11 ARHGEF12 ARHGEF17 ARHGEF25 ARHGEF28 ARHGEF40 ARHGEF5 BCR C1QBP CAV1 CAVIN1 CCDC187 CIT DAAM1 DEPDC1B DIAPH1 DIAPH3 DLC1 ERBIN FLOT1 FLOT2 FMNL2 FMNL3 IQGAP1 IQGAP3 JUP LBR LMAN1 MACO1 MCAM MCF2 MCF2L MYO9B OPHN1 PIK3R1 PKN1 PKN2 PKN3 PREX1 RACGAP1 RHOA RHOC ROCK1 ROCK2 RTKN SLK STARD13 STK10 STOM STX5 TFRC TJP2 TMPO VAMP3 VANGL1 VAPB VAV2 REACTOME_RHOD_GTPASE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RHOD_GTPASE_CYCLE ACTN1 ADD3 AKAP12 ANKFY1 ARHGAP1 ARHGAP12 ARHGAP17 ARHGAP21 ARHGAP26 ARHGAP32 ARHGAP35 ARHGAP39 ARHGAP5 CAPZB CAV1 CPNE8 DBN1 DEPDC1B DIAPH1 DIAPH2 DIAPH3 EFHD2 EMD ESYT1 FILIP1 GOLGA8R HINT2 LBR LEMD3 LMAN1 LMNB1 MCAM MOSPD2 PAK5 PAK6 PGRMC2 PIK3R1 PIK3R2 PLXNA1 PLXNB1 RAB7A RACGAP1 RHOD SLC4A7 STBD1 STEAP3 TMPO TOR1AIP1 VAMP3 VANGL1 VAPB VRK2 WHAMM REACTOME_RHOF_GTPASE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RHOF_GTPASE_CYCLE ACTB ACTN1 ADD3 AKAP12 ARHGAP1 ARHGAP12 ARHGAP21 ARHGAP32 ARHGAP39 ARHGAP5 BAIAP2L1 BAIAP2L2 BASP1 CAPZB CAV1 DEPDC1B DIAPH1 DIAPH2 DIAPH3 ESYT1 FAM169A FARP1 LMNB1 MCAM MTMR1 MYO9B PIK3R1 PIK3R2 POTEE RAB7A RHOF SENP1 SLC4A7 SNAP23 SOWAHC SRGAP2 STEAP3 SYDE1 TMPO TOR1AIP1 VAMP3 VANGL1 REACTOME_RHOG_GTPASE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RHOG_GTPASE_CYCLE ANKLE2 ARFGAP3 ARHGAP1 ARHGAP21 ARHGAP32 ARHGAP35 ARHGAP39 ARHGAP5 ARHGDIA ARHGDIB ARHGDIG ARHGEF16 ARHGEF26 ARHGEF5 CAV1 CDC42 CDC42EP1 CYFIP1 DEPDC1B DIAPH3 DOCK1 DOCK2 DOCK3 DOCK4 DOCK5 DSG2 ELMO2 EMD EPHA2 ERBIN ESYT1 GARRE1 HSPE1 IQGAP2 ITGB1 ITSN1 KALRN KTN1 LAMTOR1 LBR LEMD3 LETM1 LMAN1 MAP3K11 MCAM MCF2 MCF2L MPP7 NDUFA5 NDUFS3 OPHN1 PAK2 PAK4 PGRMC2 PIK3R1 PLD1 PLEKHG3 PREX1 RAB7A RHOG SHMT2 STBD1 STX5 TFRC TMPO TRIO VAMP3 VANGL1 VAPB VAV1 VAV2 VAV3 VRK2 YKT6 REACTOME_RHOH_GTPASE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RHOH_GTPASE_CYCLE ARHGDIA ARHGDIB ARHGDIG CAV1 CSK DBN1 DBT FAM91A1 JUP LAMTOR1 LCK MTR NIPSNAP2 NSFL1C OSBPL11 PAK1 PAK2 PAK4 PAK5 PAK6 RAB7A RALGAPA1 RHOH ROCK1 ROCK2 SLC1A5 SLC4A7 STOM TFRC TMEM59 TUBA1B UACA VAMP3 VANGL1 VCP WDR11 ZAP70 REACTOME_RHOJ_GTPASE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RHOJ_GTPASE_CYCLE ARHGAP1 ARHGAP21 ARHGAP26 ARHGAP32 ARHGAP35 ARHGAP5 ARHGEF7 ARL13B CAV1 CDC42 CDC42BPA CDC42BPB CDC42EP1 CPNE8 DEPDC1B DIAPH3 DOCK8 FMNL3 FNBP1 FNBP1L GIT1 GIT2 GJA1 IQGAP3 JUP LAMTOR1 MPP7 NIPSNAP2 OCRL OPHN1 PAK1 PAK2 PAK3 PAK4 PIK3R1 PIK3R2 PREX1 RAB7A RHOJ SCRIB SLC1A5 SLC4A7 SNAP23 STEAP3 STOM SYDE1 TFRC TMPO TRIO VAMP3 VANGL1 WAS WASL WIPF2 WWP2 REACTOME_RHOQ_GTPASE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RHOQ_GTPASE_CYCLE ARHGAP1 ARHGAP17 ARHGAP21 ARHGAP26 ARHGAP32 ARHGAP33 ARHGAP35 ARHGAP5 ARHGEF7 ARHGEF9 ARL13B CAV1 CDC42 CDC42BPA CDC42BPB CDC42EP1 CDC42EP2 CDC42EP3 CDC42EP4 CFTR CPNE8 DEPDC1B DIAPH3 DLC1 FNBP1 GFOD1 GIT1 GIT2 GJA1 GOPC IQGAP1 IQGAP3 ITSN1 JUP LAMTOR1 MPP7 OBSCN OPHN1 PAK1 PAK2 PAK4 PLEKHG3 PREX1 RAB7A RHOQ SCRIB SLC1A5 SLC4A7 SNAP23 SRGAP2 STEAP3 STOM SYDE1 TFRC TRIP10 VAMP3 VANGL1 WASL WWP2 REACTOME_RHOT1_GTPASE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RHOT1_GTPASE_CYCLE MYO19 RAP1GDS1 RHOT1 TRAK1 TRAK2 REACTOME_RHOU_GTPASE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RHOU_GTPASE_CYCLE ARHGAP30 ARHGAP31 ARHGEF6 ARHGEF7 CDC42 CLTC DEPDC1B DLG5 DST EPHA2 GIT1 GIT2 GRB2 HGS IQGAP1 ITSN2 MYO6 NCK1 NCK2 PAK1 PAK2 PAK3 PAK4 PARD6A PEAK1 PIK3R1 PIK3R2 PTK2B RHOU SPTAN1 SPTBN1 SRC SRGAP2 STAM STAM2 TXNL1 USP9X VANGL1 WDR6 WWP2 REACTOME_RHOV_GTPASE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RHOV_GTPASE_CYCLE ARHGAP12 ARHGEF7 CCP110 CDC42 CEP97 CLTC DEPDC1B DLG5 DST EPHA2 GIT1 GIT2 IQGAP1 MAP3K11 MYO9A NCK1 NCK2 PAK1 PAK2 PAK4 PAK6 PARD6A PARD6B PEAK1 PIK3R1 RHOV SH3RF1 SPTAN1 SPTBN1 TPM3 TPM4 TXNL1 USP9X VANGL1 WASL WDR6 ZNF512B REACTOME_RHO_GTPASES_ACTIVATE_CIT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RHO_GTPASES_ACTIVATE_CIT CDKN1B CIT DLG4 KIF14 MYH10 MYH11 MYH14 MYH9 MYL12B MYL6 MYL9 PPP1CB PPP1R12A PPP1R12B PRC1 RAC1 RHOA RHOB RHOC REACTOME_RHO_GTPASES_ACTIVATE_FORMINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RHO_GTPASES_ACTIVATE_FORMINS ACTB ACTG1 AHCTF1 AURKB B9D2 BIRC5 BUB1 BUB1B BUB3 CDC20 CDC42 CDCA8 CENPA CENPC CENPE CENPF CENPH CENPI CENPK CENPL CENPM CENPN CENPO CENPP CENPQ CENPS CENPT CENPU CKAP5 CLASP1 CLASP2 CLIP1 DAAM1 DIAPH1 DIAPH2 DIAPH3 DSN1 DVL1 DVL2 DVL3 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 ERCC6L EVL FMNL1 FMNL2 FMNL3 INCENP ITGB1 ITGB3BP KIF18A KIF2A KIF2B KIF2C KNL1 KNTC1 MAD1L1 MAD2L1 MAPRE1 MIS12 MRTFA NDC80 NDE1 NDEL1 NSL1 NUDC NUF2 NUP107 NUP133 NUP160 NUP37 NUP43 NUP85 NUP98 PAFAH1B1 PFN1 PFN2 PLK1 PMF1 PPP1CC PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E RAC1 RANBP2 RANGAP1 RCC2 RHOA RHOB RHOC RHOD RPS27 SCAI SEC13 SEH1L SGO1 SGO2 SKA1 SKA2 SPC24 SPC25 SPDL1 SRC SRF SRGAP2 TAOK1 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B XPO1 ZW10 ZWILCH ZWINT REACTOME_RHO_GTPASES_ACTIVATE_IQGAPS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RHO_GTPASES_ACTIVATE_IQGAPS ACTB ACTG1 CALM1 CDC42 CDH1 CLIP1 CTNNA1 CTNNB1 IQGAP1 IQGAP2 IQGAP3 MEN1 RAC1 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B REACTOME_RHO_GTPASES_ACTIVATE_KTN1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RHO_GTPASES_ACTIVATE_KTN1 CDC42 KIF5A KIF5B KLC1 KLC2 KLC3 KLC4 KTN1 RAC1 RHOA RHOG REACTOME_RHO_GTPASES_ACTIVATE_NADPH_OXIDASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RHO_GTPASES_ACTIVATE_NADPH_OXIDASES CYBA CYBB MAPK1 MAPK11 MAPK14 MAPK3 NCF1 NCF2 NCF4 NOX1 NOX3 NOXA1 NOXO1 PIK3C3 PIK3R4 PIN1 PRKCA PRKCB PRKCD PRKCZ RAC1 RAC2 S100A8 S100A9 REACTOME_RHO_GTPASES_ACTIVATE_PAKS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RHO_GTPASES_ACTIVATE_PAKS CALM1 CDC42 CTTN FLNA LIMK1 MYH10 MYH11 MYH14 MYH9 MYL12B MYL6 MYL9 MYLK NF2 PAK1 PAK2 PAK3 PPP1CB PPP1R12A PPP1R12B RAC1 REACTOME_RHO_GTPASES_ACTIVATE_PKNS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RHO_GTPASES_ACTIVATE_PKNS AR CDC25C H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 KDM1A KDM4C KLK2 KLK3 MYH10 MYH11 MYH14 MYH9 MYL12B MYL6 MYL9 NCOA2 PAK1 PDPK1 PKN1 PKN2 PKN3 PPP1CB PPP1R12A PPP1R12B PPP1R14A RAC1 RHOA RHOB RHOC SFN YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ REACTOME_RHO_GTPASES_ACTIVATE_RHOTEKIN_AND_RHOPHILINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RHO_GTPASES_ACTIVATE_RHOTEKIN_AND_RHOPHILINS LIN7B RHOA RHOB RHOC RHPN1 RHPN2 ROPN1 RTKN TAX1BP3 REACTOME_RHO_GTPASES_ACTIVATE_ROCKS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RHO_GTPASES_ACTIVATE_ROCKS CFL1 LIMK1 LIMK2 MYH10 MYH11 MYH14 MYH9 MYL12B MYL6 MYL9 PAK1 PPP1CB PPP1R12A PPP1R12B RHOA RHOB RHOC ROCK1 ROCK2 REACTOME_RHO_GTPASES_ACTIVATE_WASPS_AND_WAVES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RHO_GTPASES_ACTIVATE_WASPS_AND_WAVES ABI1 ABI2 ABL1 ACTB ACTG1 ACTR2 ACTR3 ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 BAIAP2 BRK1 BTK CDC42 CYFIP1 CYFIP2 GRB2 MAPK1 MAPK3 NCK1 NCKAP1 NCKAP1L NCKIPSD PTK2 RAC1 WAS WASF1 WASF2 WASF3 WASL WIPF1 WIPF2 WIPF3 REACTOME_RHO_GTPASE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RHO_GTPASE_CYCLE AAAS ABCD3 ABI1 ABI2 ABL2 ABR ACBD5 ACTB ACTC1 ACTG1 ACTN1 ADD3 AKAP12 AKAP13 ALDH3A2 ALS2 AMIGO2 ANKFY1 ANKLE2 ANKRD26 ANLN ARAP1 ARAP2 ARAP3 ARFGAP2 ARFGAP3 ARHGAP1 ARHGAP10 ARHGAP11A ARHGAP11B ARHGAP12 ARHGAP15 ARHGAP17 ARHGAP18 ARHGAP19 ARHGAP20 ARHGAP21 ARHGAP22 ARHGAP23 ARHGAP24 ARHGAP25 ARHGAP26 ARHGAP27 ARHGAP28 ARHGAP29 ARHGAP30 ARHGAP31 ARHGAP32 ARHGAP33 ARHGAP35 ARHGAP39 ARHGAP4 ARHGAP40 ARHGAP42 ARHGAP44 ARHGAP45 ARHGAP5 ARHGAP6 ARHGAP8 ARHGAP9 ARHGDIA ARHGDIB ARHGDIG ARHGEF1 ARHGEF10 ARHGEF10L ARHGEF11 ARHGEF12 ARHGEF15 ARHGEF16 ARHGEF17 ARHGEF18 ARHGEF19 ARHGEF2 ARHGEF25 ARHGEF26 ARHGEF28 ARHGEF3 ARHGEF39 ARHGEF4 ARHGEF40 ARHGEF5 ARHGEF6 ARHGEF7 ARHGEF9 ARL13B ARMCX3 ATP6AP1 BAIAP2 BAIAP2L1 BAIAP2L2 BASP1 BCAP31 BCR BLTP3B BRK1 C1QBP CAPZB CAV1 CAVIN1 CCDC115 CCDC187 CCDC88A CCP110 CCT2 CCT6A CCT7 CDC37 CDC42 CDC42BPA CDC42BPB CDC42EP1 CDC42EP2 CDC42EP3 CDC42EP4 CDC42EP5 CDC42SE2 CEP97 CFTR CHN1 CHN2 CIT CKAP4 CKB CLTC COPS2 COPS4 CPD CPNE8 CPSF7 CSK CUL3 CYBA CYBB CYFIP1 CYFIP2 DAAM1 DBN1 DBT DDRGK1 DDX39B DDX4 DEF6 DEPDC1B DIAPH1 DIAPH2 DIAPH3 DLC1 DLG5 DNMBP DOCK1 DOCK10 DOCK11 DOCK2 DOCK3 DOCK4 DOCK5 DOCK6 DOCK7 DOCK8 DOCK9 DSG1 DSG2 DSP DST ECT2 EFHD2 ELMO2 EMC3 EMD EPHA2 EPSTI1 ERBIN ESYT1 FAF2 FAM135A FAM13A FAM13B FAM169A FAM83B FAM91A1 FARP1 FARP2 FERMT2 FGD1 FGD2 FGD3 FGD4 FGD5 FILIP1 FLOT1 FLOT2 FMNL1 FMNL2 FMNL3 FNBP1 FNBP1L FRS2 FRS3 GARRE1 GFOD1 GIT1 GIT2 GJA1 GMIP GNA13 GOLGA3 GOLGA8R GOPC GPS1 GRB2 GRB7 HGS HINT2 HMOX2 HNRNPC HSP90AA1 HSP90AB1 HSPE1 IL32 IQGAP1 IQGAP2 IQGAP3 ITGB1 ITSN1 ITSN2 JAG1 JUP KALRN KCTD13 KCTD3 KIDINS220 KIF14 KTN1 LAMTOR1 LBR LCK LEMD3 LETM1 LMAN1 LMNB1 LRRC1 MACO1 MAP3K11 MCAM MCF2 MCF2L MOSPD2 MPP7 MSI2 MTMR1 MTR MTX1 MUC13 MYO6 MYO9A MYO9B NCF1 NCF2 NCF4 NCK1 NCK2 NCKAP1 NCKAP1L NDUFA5 NDUFS3 NET1 NGEF NHS NIPSNAP2 NISCH NOX1 NOX3 NOXA1 NOXO1 NSFL1C NUDC OBSCN OCRL OPHN1 OSBPL11 PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 PARD6A PARD6B PCDH7 PDE5A PEAK1 PGRMC2 PHIP PICALM PIK3CA PIK3R1 PIK3R2 PIK3R3 PKN1 PKN2 PKN3 PKP4 PLD1 PLD2 PLEKHG1 PLEKHG2 PLEKHG3 PLEKHG4 PLEKHG4B PLEKHG5 PLEKHG6 PLXNA1 PLXNB1 PLXND1 POTEE PRAG1 PREX1 PREX2 PTK2B PTPN13 RAB7A RAC1 RAC2 RAC3 RACGAP1 RALBP1 RALGAPA1 RAPGEF1 RASAL2 RASGRF2 RBBP6 RBMX RHOA RHOB RHOBTB1 RHOBTB2 RHOC RHOD RHOF RHOG RHOH RHOJ RHOQ RHOU RHOV RHPN1 RHPN2 RND1 RND2 RND3 RNF20 ROCK1 ROCK2 RRAS2 RTKN SAMM50 SCFD1 SCRIB SEMA4F SENP1 SH3BP1 SH3PXD2A SH3RF1 SHKBP1 SHMT2 SLC1A5 SLC4A7 SLITRK3 SLITRK5 SLK SNAP23 SOS1 SOS2 SOWAHC SPATA13 SPEN SPTAN1 SPTBN1 SRC SRGAP1 SRGAP2 SRGAP3 SRRM1 STAM STAM2 STARD13 STARD8 STBD1 STEAP3 STIP1 STK10 STK38 STMN2 STOM STX5 SWAP70 SYDE1 SYDE2 TAGAP TAOK3 TEX2 TFRC TIAM1 TIAM2 TJP2 TMEM59 TMEM87A TMOD3 TMPO TNFAIP1 TOR1AIP1 TPM3 TPM4 TRA2B TRIO TRIP10 TUBA1B TWF1 TXNL1 UACA UBXN11 USP9X VAMP3 VANGL1 VANGL2 VAPB VAV1 VAV2 VAV3 VCP VIM VRK2 WAS WASF1 WASF2 WASF3 WASL WDR11 WDR6 WDR81 WDR91 WHAMM WIPF1 WIPF2 WIPF3 WWP2 YKT6 ZAP70 ZNF512B REACTOME_RHO_GTPASE_EFFECTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RHO_GTPASE_EFFECTORS ABI1 ABI2 ABL1 ACTB ACTG1 ACTR2 ACTR3 AHCTF1 AR ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 AURKB B9D2 BAIAP2 BIRC5 BRK1 BTK BUB1 BUB1B BUB3 CALM1 CDC20 CDC25C CDC42 CDCA8 CDH1 CDKN1B CENPA CENPC CENPE CENPF CENPH CENPI CENPK CENPL CENPM CENPN CENPO CENPP CENPQ CENPS CENPT CENPU CFL1 CFTR CIT CKAP5 CLASP1 CLASP2 CLIP1 CTNNA1 CTNNB1 CTTN CYBA CYBB CYFIP1 CYFIP2 DAAM1 DIAPH1 DIAPH2 DIAPH3 DLG4 DSN1 DVL1 DVL2 DVL3 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 ERCC6L EVL FLNA FMNL1 FMNL2 FMNL3 GOPC GRB2 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 INCENP IQGAP1 IQGAP2 IQGAP3 ITGB1 ITGB3BP KDM1A KDM4C KIF14 KIF18A KIF2A KIF2B KIF2C KIF5A KIF5B KLC1 KLC2 KLC3 KLC4 KLK2 KLK3 KNL1 KNTC1 KTN1 LIMK1 LIMK2 LIN7B MAD1L1 MAD2L1 MAPK1 MAPK11 MAPK14 MAPK3 MAPRE1 MEN1 MIS12 MRTFA MYH10 MYH11 MYH14 MYH9 MYL12B MYL6 MYL9 MYLK NCF1 NCF2 NCF4 NCK1 NCKAP1 NCKAP1L NCKIPSD NCOA2 NDC80 NDE1 NDEL1 NF2 NOX1 NOX3 NOXA1 NOXO1 NSL1 NUDC NUF2 NUP107 NUP133 NUP160 NUP37 NUP43 NUP85 NUP98 PAFAH1B1 PAK1 PAK2 PAK3 PDPK1 PFN1 PFN2 PIK3C3 PIK3R4 PIN1 PKN1 PKN2 PKN3 PLK1 PMF1 PPP1CB PPP1CC PPP1R12A PPP1R12B PPP1R14A PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PRC1 PRKCA PRKCB PRKCD PRKCZ PTK2 RAC1 RAC2 RANBP2 RANGAP1 RCC2 RHOA RHOB RHOC RHOD RHOG RHOQ RHPN1 RHPN2 ROCK1 ROCK2 ROPN1 RPS27 RTKN S100A8 S100A9 SCAI SEC13 SEH1L SFN SGO1 SGO2 SKA1 SKA2 SPC24 SPC25 SPDL1 SRC SRF SRGAP2 TAOK1 TAX1BP3 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B WAS WASF1 WASF2 WASF3 WASL WIPF1 WIPF2 WIPF3 XPO1 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ ZW10 ZWILCH ZWINT REACTOME_RIBAVIRIN_ADME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RIBAVIRIN_ADME ADA ADK ITPA NME1 NME2 NT5C2 PNP SLC28A2 SLC28A3 SLC29A1 SLC29A3 REACTOME_RIPK1_MEDIATED_REGULATED_NECROSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RIPK1_MEDIATED_REGULATED_NECROSIS BIRC2 BIRC3 CASP8 CDC37 CFLAR FADD FAS FASLG FLOT1 FLOT2 HSP90AA1 ITCH MLKL OGT PDCD6IP PELI1 PRKN RIPK1 RIPK3 RPS27A SDCBP STUB1 TNFRSF10A TNFRSF10B TNFSF10 TRADD TRAF2 UBA52 UBB UBC UBE2L3 XIAP REACTOME_RIP_MEDIATED_NFKB_ACTIVATION_VIA_ZBP1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RIP_MEDIATED_NFKB_ACTIVATION_VIA_ZBP1 CHUK DHX9 IKBKB IKBKG MYD88 NFKB1 NFKB2 NFKBIA NFKBIB NKIRAS1 NKIRAS2 RELA RIPK1 RIPK3 TICAM1 TLR3 ZBP1 REACTOME_RMTS_METHYLATE_HISTONE_ARGININES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RMTS_METHYLATE_HISTONE_ARGININES ACTL6A ACTL6B ARID1A ARID1B ARID2 CARM1 CCND1 CDK4 COPRS DNMT3A H2AB1 H2AC1 H2AC11 H2AC12 H2AC13 H2AC14 H2AC15 H2AC16 H2AC17 H2AC18 H2AC19 H2AC20 H2AC21 H2AC25 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 JAK2 PBRM1 PRMT1 PRMT3 PRMT5 PRMT6 PRMT7 RBBP7 RPS2 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 WDR5 WDR77 REACTOME_RNA_POLYMERASE_III_CHAIN_ELONGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RNA_POLYMERASE_III_CHAIN_ELONGATION CRCP POLR1C POLR1D POLR2E POLR2F POLR2H POLR2K POLR2L POLR3A POLR3B POLR3C POLR3D POLR3E POLR3F POLR3G POLR3GL POLR3H POLR3K REACTOME_RNA_POLYMERASE_III_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RNA_POLYMERASE_III_TRANSCRIPTION BDP1 BRF1 BRF2 CRCP GTF3A GTF3C1 GTF3C2 GTF3C3 GTF3C4 GTF3C5 GTF3C6 NFIA NFIB NFIC NFIX POLR1C POLR1D POLR2E POLR2F POLR2H POLR2K POLR2L POLR3A POLR3B POLR3C POLR3D POLR3E POLR3F POLR3G POLR3GL POLR3H POLR3K POU2F1 SNAPC1 SNAPC2 SNAPC3 SNAPC4 SNAPC5 SSB TBP ZNF143 REACTOME_RNA_POLYMERASE_III_TRANSCRIPTION_INITIATION_FROM_TYPE_1_PROMOTER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RNA_POLYMERASE_III_TRANSCRIPTION_INITIATION_FROM_TYPE_1_PROMOTER BDP1 BRF1 CRCP GTF3A GTF3C1 GTF3C2 GTF3C3 GTF3C4 GTF3C5 GTF3C6 POLR1C POLR1D POLR2E POLR2F POLR2H POLR2K POLR2L POLR3A POLR3B POLR3C POLR3D POLR3E POLR3F POLR3G POLR3GL POLR3H POLR3K TBP REACTOME_RNA_POLYMERASE_III_TRANSCRIPTION_INITIATION_FROM_TYPE_3_PROMOTER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RNA_POLYMERASE_III_TRANSCRIPTION_INITIATION_FROM_TYPE_3_PROMOTER BDP1 BRF2 CRCP POLR1C POLR1D POLR2E POLR2F POLR2H POLR2K POLR2L POLR3A POLR3B POLR3C POLR3D POLR3E POLR3F POLR3G POLR3GL POLR3H POLR3K POU2F1 SNAPC1 SNAPC2 SNAPC3 SNAPC4 SNAPC5 TBP ZNF143 REACTOME_RNA_POLYMERASE_III_TRANSCRIPTION_TERMINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RNA_POLYMERASE_III_TRANSCRIPTION_TERMINATION CRCP NFIA NFIB NFIC NFIX POLR1C POLR1D POLR2E POLR2F POLR2H POLR2K POLR2L POLR3A POLR3B POLR3C POLR3D POLR3E POLR3F POLR3G POLR3GL POLR3H POLR3K SSB REACTOME_RNA_POLYMERASE_II_PRE_TRANSCRIPTION_EVENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RNA_POLYMERASE_II_PRE_TRANSCRIPTION_EVENTS AFF4 CCNH CCNK CCNT1 CCNT2 CDC73 CDK7 CDK9 CTDP1 CTR9 EAF1 EAF2 ELL ELOA ELOA2 ELOB ELOC ERCC2 ERCC3 GTF2A1 GTF2A2 GTF2B GTF2E1 GTF2E2 GTF2F1 GTF2F2 GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 IWS1 LEO1 MLLT1 MLLT3 MNAT1 NCBP1 NCBP2 NELFA NELFB NELFCD NELFE PAF1 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L RTF1 SKIC8 SSRP1 SUPT16H SUPT4H1 SUPT5H SUPT6H TAF1 TAF10 TAF11 TAF12 TAF13 TAF15 TAF1L TAF2 TAF3 TAF4 TAF4B TAF5 TAF6 TAF7 TAF7L TAF9 TAF9B TBP TCEA1 REACTOME_RNA_POLYMERASE_II_TRANSCRIBES_SNRNA_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RNA_POLYMERASE_II_TRANSCRIBES_SNRNA_GENES CCNK CCNT1 CCNT2 CDK7 CDK9 ELL ELL2 ELL3 GTF2A1 GTF2A2 GTF2B GTF2E1 GTF2E2 GTF2F1 GTF2F2 ICE1 ICE2 INTS1 INTS10 INTS11 INTS12 INTS13 INTS14 INTS2 INTS3 INTS4 INTS5 INTS6 INTS7 INTS8 INTS9 NABP1 NABP2 NCBP1 NCBP2 PCF11 PHAX POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L POU2F1 POU2F2 RNU1-1 RNU11 RNU12 RNU2-1 RNU4-1 RNU4ATAC RNU5A-1 RPAP2 RPRD1A RPRD1B RPRD2 SNAPC1 SNAPC2 SNAPC3 SNAPC4 SNAPC5 SP1 SRRT SSU72 SUPT4H1 SUPT5H TAF11 TAF13 TAF5 TAF6 TAF8 TAF9 TBP ZC3H8 ZNF143 REACTOME_RNA_POLYMERASE_II_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RNA_POLYMERASE_II_TRANSCRIPTION ABCA6 ABL1 ACTL6A ACTL6B AFF4 AGO1 AGO2 AGO3 AGO4 AGRP AIFM2 AKT1 AKT2 AKT3 ALYREF ANAPC1 ANAPC10 ANAPC11 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 APAF1 APOE AR ARID1A ARID1B ARID2 ARID3A ARNT ARNT2 ASH2L ATAD2 ATF2 ATM ATP1B4 ATR ATRIP ATXN3 AURKA AURKB AUTS2 AXIN1 BANP BARD1 BAX BBC3 BCL2L11 BCL2L14 BCL6 BDNF BGLAP BID BIRC5 BLK BLM BMAL1 BMI1 BMP2 BNIP3L BRCA1 BRD1 BRD2 BRD7 BRIP1 BRPF1 BRPF3 BTG1 BTG2 CALM1 CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 CARM1 CASC3 CASP1 CASP10 CASP2 CASP6 CAT CAV1 CBFB CBX2 CBX3 CBX4 CBX5 CBX6 CBX8 CCN2 CCNA1 CCNA2 CCNB1 CCNC CCND1 CCND2 CCND3 CCNE1 CCNE2 CCNG1 CCNG2 CCNH CCNK CCNT1 CCNT2 CDC16 CDC23 CDC25C CDC26 CDC27 CDC40 CDC7 CDC73 CDK1 CDK12 CDK13 CDK2 CDK4 CDK5 CDK5R1 CDK6 CDK7 CDK8 CDK9 CDKN1A CDKN1B CDKN2A CDKN2B CEBPB CENPJ CGA CGB3 CGB5 CGB8 CHD3 CHD4 CHEK1 CHEK2 CHM CHTOP CITED1 CITED2 CITED4 CLDN5 CLP1 CNOT1 CNOT10 CNOT11 CNOT2 CNOT3 CNOT4 CNOT6 CNOT6L CNOT7 CNOT8 CNOT9 COL1A1 COL1A2 COX11 COX14 COX16 COX18 COX19 COX20 COX4I1 COX5A COX5B COX6A1 COX6B1 COX6C COX7A2L COX7B COX7C COX8A CPSF1 CPSF2 CPSF3 CPSF4 CPSF6 CPSF7 CR1 CRADD CREB1 CREBBP CRH CSF1R CSF2 CSNK2A1 CSNK2A2 CSNK2B CSTF1 CSTF2 CSTF2T CSTF3 CTDP1 CTLA4 CTNNB1 CTR9 CTSK CTSL CTSV CUL1 CYCS DAXX DDB2 DDIT3 DDIT4 DDX39A DDX39B DEK DGCR8 DHX38 DLL1 DLX5 DLX6 DNA2 DPY30 DYRK2 E2F1 E2F4 E2F5 E2F6 E2F7 E2F8 EAF1 EAF2 EED EGFR EHMT1 EHMT2 EIF4A3 ELF1 ELF2 ELL ELL2 ELL3 ELOA ELOA2 ELOB ELOC EP300 EPC1 ERBB2 ERCC2 ERCC3 ESR1 ESR2 ESRRA ESRRB ESRRG EXO1 EZH2 FANCC FANCD2 FANCI FAS FASLG FBXO32 FBXW7 FIP1L1 FKBP5 FOS FOXG1 FOXO1 FOXO3 FOXO4 FOXO6 FOXP3 FURIN FYTTD1 FZR1 G6PC1 G6PD GAD1 GAD2 GADD45A GAMT GATA1 GATA2 GATA3 GATA4 GATAD2A GATAD2B GCK GEM GLI2 GLI3 GLS GLS2 GP1BA GPAM GPI GPRIN1 GPS2 GPX2 GRIA2 GRIN2A GRIN2B GSK3B GSR GTF2A1 GTF2A2 GTF2B GTF2E1 GTF2E2 GTF2F1 GTF2F2 GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HAND2 HDAC1 HDAC10 HDAC11 HDAC2 HDAC3 HDAC4 HDAC5 HDAC6 HDAC7 HDAC8 HDAC9 HES1 HEY1 HEY2 HIPK1 HIPK2 HIVEP3 HNF4A HNF4G HSPD1 HTT HUS1 ICE1 ICE2 IFNG IGFBP1 IGFBP3 IHH IL2 IL2RA IL3 IL6 ING2 ING5 INS INTS1 INTS10 INTS11 INTS12 INTS13 INTS14 INTS2 INTS3 INTS4 INTS5 INTS6 INTS7 INTS8 INTS9 IQSEC3 IRAK1 ITCH ITGA2B ITGA4 ITGA5 ITGAL ITGBL1 IWS1 JAG1 JMY JUN JUNB KAT2A KAT2B KAT5 KAT6A KCNIP3 KCTD1 KCTD15 KCTD6 KDM5B KIT KLF4 KMT2A KMT2B KMT2C KMT2D KMT5A KRAS KRBA1 KRBOX4 KRBOX5 L3MBTL1 L3MBTL2 LAMTOR1 LAMTOR2 LAMTOR3 LAMTOR4 LAMTOR5 LBR LDB1 LEF1 LEO1 LGALS3 LIFR LMO1 LMO2 LRPPRC LSM10 LSM11 LUZP4 MAF MAGED1 MAGOH MAGOHB MAML1 MAML2 MAML3 MAMLD1 MAP2K6 MAPK1 MAPK11 MAPK14 MAPK3 MAPKAP1 MAPKAPK5 MAX MBD3 MDC1 MDM2 MDM4 MEAF6 MECP2 MED1 MED10 MED12 MED13 MED14 MED15 MED16 MED17 MED20 MED23 MED24 MED25 MED26 MED27 MED30 MED31 MED4 MED6 MED7 MED8 MEF2C MEN1 MET MGA MIR132 MIR137 MIR24-1 MIR24-2 MIR27A MLH1 MLLT1 MLLT3 MLST8 MMP13 MNAT1 MOBP MOV10 MRE11 MSH2 MSTN MSX2 MT-CO1 MT-CO2 MT-CO3 MTA2 MTOR MYB MYBL2 MYC MYL9 NABP1 NABP2 NAMPT NBN NCBP1 NCBP2 NCOR1 NCOR2 NDRG1 NDUFA4 NEDD4L NELFA NELFB NELFCD NELFE NFATC2 NFE2 NFKB1 NFYA NFYB NFYC NKX2-5 NKX3-2 NLRC4 NOC2L NOP2 NOTCH1 NOTCH2 NOTCH3 NOTCH4 NPAS4 NPM1 NPPA NPY NR0B1 NR0B2 NR1D1 NR1D2 NR1H2 NR1H3 NR1H4 NR1I2 NR1I3 NR2C1 NR2C2 NR2C2AP NR2E1 NR2E3 NR2F1 NR2F6 NR3C1 NR3C2 NR4A1 NR4A2 NR4A3 NR5A1 NR5A2 NR6A1 NRBF2 NRBP1 NUAK1 NUDT21 OCLN OPRK1 OPRM1 PABPN1 PAF1 PAPOLA PARP1 PAX5 PBRM1 PCBP4 PCF11 PCGF2 PCGF5 PCGF6 PCK1 PCNA PDPK1 PERP PF4 PGR PHAX PHC1 PHC2 PHC3 PHF20 PIDD1 PIN1 PINK1 PIP4K2A PIP4K2B PIP4K2C PIP4P1 PITX2 PLAGL1 PLK2 PLK3 PLXNA4 PMAIP1 PML PMS2 POLDIP3 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L POMC POU2F1 POU2F2 POU4F1 POU4F2 PPARA PPARD PPARG PPARGC1A PPARGC1B PPM1A PPM1D PPP1R13B PPP1R13L PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5C PRDM1 PRDM7 PRDX1 PRDX2 PRDX5 PRELID1 PRELID3A PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKACA PRKAG1 PRKAG2 PRKAG3 PRKCB PRKCQ PRMT1 PRMT5 PRMT6 PRR5 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTEN PTPN1 PTPN11 PTPN4 PVALB RABGGTA RABGGTB RAD1 RAD17 RAD50 RAD51 RAD51D RAD9A RAD9B RARA RARB RARG RB1 RBBP4 RBBP5 RBBP7 RBBP8 RBFOX1 RBFOX3 RBL1 RBL2 RBM14 RBM8A RBPJ RBX1 RELA REST RET RETN RFC2 RFC3 RFC4 RFC5 RFFL RGCC RHEB RHNO1 RICTOR RING1 RMI1 RMI2 RNF111 RNF2 RNF34 RNGTT RNMT RNPS1 RNU1-1 RNU11 RNU12 RNU2-1 RNU4-1 RNU4ATAC RNU5A-1 RORA RORB RORC RPA1 RPA2 RPA3 RPAP2 RPRD1A RPRD1B RPRD2 RPS27A RPTOR RRAGA RRAGB RRAGC RRAGD RRM2 RRM2B RSPO3 RTF1 RUNX1 RUNX2 RUNX3 RXRA RXRB RXRG RYBP SARNP SATB2 SCMH1 SCO1 SCO2 SEM1 SERPINB13 SERPINE1 SESN1 SESN2 SESN3 SETD1A SETD1B SETD9 SFN SGK1 SIN3A SIN3B SIRT1 SIRT3 SKI SKIC8 SKIL SKP1 SKP2 SLBP SLC2A3 SLC38A9 SLU7 SMAD1 SMAD2 SMAD3 SMAD4 SMAD6 SMAD7 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMURF1 SMURF2 SMYD2 SNAPC1 SNAPC2 SNAPC3 SNAPC4 SNAPC5 SNRPB SNRPD3 SNRPE SNRPF SNRPG SNW1 SOCS3 SOCS4 SOD2 SOX2 SOX9 SP1 SP7 SPI1 SPP1 SRC SREBF1 SRF SRRM1 SRRT SRSF1 SRSF11 SRSF2 SRSF3 SRSF4 SRSF5 SRSF6 SRSF7 SRSF9 SSRP1 SST SSU72 STAT1 STEAP3 STK11 STUB1 SUMO1 SUPT16H SUPT4H1 SUPT5H SUPT6H SURF1 SUZ12 SYMPK SYT10 TACO1 TAF1 TAF10 TAF11 TAF12 TAF13 TAF15 TAF1L TAF2 TAF3 TAF4 TAF4B TAF5 TAF6 TAF7 TAF7L TAF8 TAF9 TAF9B TAL1 TBL1X TBL1XR1 TBP TBX5 TCEA1 TCF12 TCF3 TCF7 TCF7L1 TCF7L2 TEAD1 TEAD2 TEAD3 TEAD4 TFAP2A TFAP2B TFAP2C TFAP2D TFAP2E TFDP1 TFDP2 TGFA TGFB1 TGIF1 TGIF2 THBS1 THOC1 THOC2 THOC3 THOC5 THOC6 THOC7 THRA THRB TIGAR TJP1 TMEM219 TNFRSF10A TNFRSF10B TNFRSF10C TNFRSF10D TNFRSF18 TNKS1BP1 TNRC6A TNRC6B TNRC6C TOP3A TOPBP1 TP53 TP53AIP1 TP53BP2 TP53I3 TP53INP1 TP53RK TP63 TP73 TPX2 TRIAP1 TRIM28 TRIM33 TRIM63 TRPC3 TSC1 TSC2 TTC5 TWIST1 TWIST2 TXN TXNIP TXNRD1 U2AF1 U2AF1L4 U2AF2 UBA52 UBB UBC UBE2C UBE2D1 UBE2D3 UBE2E1 UBE2I UBE2S UCMA UPF3B USP2 USP7 USP9X UXT VDR VEGFA VENTX WDR33 WDR5 WRN WWOX WWP1 WWTR1 XPO1 YAF2 YAP1 YBX1 YEATS4 YES1 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ YY1 ZC3H11A ZC3H8 ZFHX3 ZFP1 ZFP14 ZFP2 ZFP28 ZFP30 ZFP37 ZFP69 ZFP69B ZFP90 ZFPM1 ZIK1 ZIM2 ZIM3 ZKSCAN1 ZKSCAN3 ZKSCAN4 ZKSCAN5 ZKSCAN7 ZKSCAN8 ZNF10 ZNF100 ZNF101 ZNF112 ZNF114 ZNF12 ZNF124 ZNF133 ZNF135 ZNF136 ZNF138 ZNF14 ZNF140 ZNF141 ZNF143 ZNF154 ZNF155 ZNF157 ZNF160 ZNF169 ZNF17 ZNF175 ZNF18 ZNF180 ZNF184 ZNF189 ZNF19 ZNF195 ZNF197 ZNF2 ZNF20 ZNF200 ZNF202 ZNF205 ZNF208 ZNF211 ZNF212 ZNF213 ZNF214 ZNF215 ZNF221 ZNF222 ZNF223 ZNF224 ZNF225 ZNF226 ZNF227 ZNF23 ZNF230 ZNF233 ZNF234 ZNF235 ZNF248 ZNF25 ZNF250 ZNF253 ZNF254 ZNF256 ZNF257 ZNF26 ZNF263 ZNF264 ZNF266 ZNF267 ZNF268 ZNF273 ZNF274 ZNF28 ZNF282 ZNF285 ZNF286A ZNF287 ZNF3 ZNF30 ZNF300 ZNF302 ZNF304 ZNF311 ZNF317 ZNF320 ZNF324 ZNF324B ZNF331 ZNF333 ZNF334 ZNF337 ZNF33A ZNF33B ZNF34 ZNF343 ZNF347 ZNF350 ZNF354A ZNF354B ZNF354C ZNF37A ZNF382 ZNF383 ZNF385A ZNF394 ZNF398 ZNF41 ZNF415 ZNF416 ZNF417 ZNF418 ZNF419 ZNF420 ZNF425 ZNF426 ZNF429 ZNF43 ZNF430 ZNF431 ZNF432 ZNF433 ZNF436 ZNF439 ZNF440 ZNF441 ZNF442 ZNF443 ZNF445 ZNF446 ZNF45 ZNF454 ZNF460 ZNF461 ZNF468 ZNF470 ZNF471 ZNF473 ZNF479 ZNF480 ZNF483 ZNF484 ZNF485 ZNF486 ZNF490 ZNF492 ZNF493 ZNF496 ZNF500 ZNF506 ZNF510 ZNF514 ZNF517 ZNF519 ZNF521 ZNF528 ZNF529 ZNF530 ZNF540 ZNF543 ZNF544 ZNF546 ZNF547 ZNF548 ZNF549 ZNF550 ZNF551 ZNF552 ZNF554 ZNF555 ZNF556 ZNF557 ZNF558 ZNF559 ZNF560 ZNF561 ZNF562 ZNF563 ZNF564 ZNF565 ZNF566 ZNF567 ZNF568 ZNF569 ZNF570 ZNF571 ZNF573 ZNF577 ZNF582 ZNF583 ZNF584 ZNF585A ZNF585B ZNF586 ZNF587 ZNF589 ZNF595 ZNF596 ZNF597 ZNF599 ZNF600 ZNF605 ZNF606 ZNF607 ZNF610 ZNF611 ZNF613 ZNF614 ZNF615 ZNF616 ZNF619 ZNF620 ZNF621 ZNF624 ZNF625 ZNF626 ZNF627 ZNF641 ZNF649 ZNF655 ZNF658 ZNF660 ZNF662 ZNF664 ZNF665 ZNF667 ZNF668 ZNF669 ZNF670 ZNF671 ZNF675 ZNF676 ZNF677 ZNF678 ZNF679 ZNF680 ZNF681 ZNF682 ZNF684 ZNF688 ZNF689 ZNF691 ZNF692 ZNF696 ZNF697 ZNF699 ZNF70 ZNF700 ZNF701 ZNF703 ZNF704 ZNF705A ZNF705D ZNF705EP ZNF705G ZNF706 ZNF707 ZNF708 ZNF709 ZNF71 ZNF710 ZNF711 ZNF713 ZNF714 ZNF716 ZNF717 ZNF718 ZNF721 ZNF724 ZNF726 ZNF727 ZNF729 ZNF730 ZNF732 ZNF735 ZNF736 ZNF737 ZNF738 ZNF74 ZNF740 ZNF746 ZNF747 ZNF749 ZNF750 ZNF75A ZNF75D ZNF761 ZNF764 ZNF77 ZNF770 ZNF771 ZNF772 ZNF773 ZNF774 ZNF775 ZNF776 ZNF777 ZNF778 ZNF782 ZNF785 ZNF786 ZNF79 ZNF790 ZNF791 ZNF792 ZNF793 ZNF799 ZNF804B ZNF839 ZNF860 ZNF875 ZNF92 ZNF99 ZSCAN25 ZSCAN32 REACTOME_RNA_POLYMERASE_II_TRANSCRIPTION_TERMINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RNA_POLYMERASE_II_TRANSCRIPTION_TERMINATION ALYREF CASC3 CDC40 CHTOP CLP1 CPSF1 CPSF2 CPSF3 CPSF4 CPSF6 CPSF7 CSTF1 CSTF2 CSTF2T CSTF3 DDX39A DDX39B DHX38 EIF4A3 FIP1L1 FYTTD1 LSM10 LSM11 LUZP4 MAGOH MAGOHB NCBP1 NCBP2 NUDT21 PABPN1 PAPOLA PCF11 POLDIP3 RBM8A RNPS1 SARNP SLBP SLU7 SNRPB SNRPD3 SNRPE SNRPF SNRPG SRRM1 SRSF1 SRSF11 SRSF2 SRSF3 SRSF4 SRSF5 SRSF6 SRSF7 SRSF9 SYMPK THOC1 THOC2 THOC3 THOC5 THOC6 THOC7 U2AF1 U2AF1L4 U2AF2 UPF3B WDR33 ZC3H11A ZNF473 REACTOME_RNA_POLYMERASE_I_PROMOTER_ESCAPE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RNA_POLYMERASE_I_PROMOTER_ESCAPE CBX3 CCNH CDK7 ERCC2 ERCC3 GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 MNAT1 POLR1A POLR1B POLR1C POLR1D POLR1E POLR1F POLR1G POLR1H POLR2E POLR2F POLR2H POLR2K POLR2L RRN3 TAF1A TAF1B TAF1C TAF1D TBP UBTF REACTOME_RNA_POLYMERASE_I_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RNA_POLYMERASE_I_TRANSCRIPTION CAVIN1 CBX3 CCNH CDK7 CHD3 CHD4 EHMT2 ERCC2 ERCC3 ERCC6 GATAD2A GATAD2B GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HDAC1 HDAC2 KAT2A KAT2B MAPK3 MBD2 MBD3 MNAT1 MTA1 MTA2 MTA3 POLR1A POLR1B POLR1C POLR1D POLR1E POLR1F POLR1G POLR1H POLR2E POLR2F POLR2H POLR2K POLR2L RBBP4 RBBP7 RRN3 TAF1A TAF1B TAF1C TAF1D TBP TTF1 UBTF REACTOME_RNA_POLYMERASE_I_TRANSCRIPTION_INITIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RNA_POLYMERASE_I_TRANSCRIPTION_INITIATION CCNH CDK7 CHD3 CHD4 EHMT2 ERCC2 ERCC3 ERCC6 GATAD2A GATAD2B GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 HDAC1 HDAC2 KAT2A KAT2B MBD3 MNAT1 MTA1 MTA2 MTA3 POLR1A POLR1B POLR1C POLR1D POLR1E POLR1F POLR1G POLR1H POLR2E POLR2F POLR2H POLR2K POLR2L RBBP4 RBBP7 RRN3 TAF1A TAF1B TAF1C TAF1D TBP TTF1 UBTF REACTOME_RNA_POLYMERASE_I_TRANSCRIPTION_TERMINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RNA_POLYMERASE_I_TRANSCRIPTION_TERMINATION CAVIN1 CCNH CDK7 ERCC2 ERCC3 GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 MNAT1 POLR1A POLR1B POLR1C POLR1D POLR1E POLR1F POLR1G POLR1H POLR2E POLR2F POLR2H POLR2K POLR2L TAF1A TAF1B TAF1C TAF1D TBP TTF1 UBTF REACTOME_RND1_GTPASE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RND1_GTPASE_CYCLE ALDH3A2 ANKRD26 ARHGAP35 ARHGAP5 CAV1 CCDC88A CPD DEPDC1B DLG5 DSP DST EPHA2 EPSTI1 FAM135A FAM83B FLOT2 FRS2 FRS3 GRB7 KIDINS220 KIF14 LEMD3 MUC13 PIK3R1 PIK3R2 PKP4 PLEKHG5 PLXNA1 PTPN13 RASAL2 RBMX RND1 RRAS2 STIP1 STMN2 TFRC TMEM59 TXNL1 UBXN11 VANGL1 VANGL2 WDR6 REACTOME_RND2_GTPASE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RND2_GTPASE_CYCLE ALDH3A2 ANKRD26 ARHGAP1 ARHGAP35 ARHGAP5 BLTP3B CAV1 CKAP4 DEPDC1B DLG5 DSG1 DST EPHA2 FAM83B FNBP1 FRS2 FRS3 GOLGA3 KCTD13 KIDINS220 KIF14 KTN1 LEMD3 LRRC1 MUC13 NISCH NUDC PIK3R1 PIK3R2 PKP4 PLXND1 PRAG1 PTPN13 RBMX RND2 SCRIB TFRC TNFAIP1 TXNL1 UBXN11 VANGL1 VANGL2 WDR6 REACTOME_RND3_GTPASE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RND3_GTPASE_CYCLE ANKRD26 ARHGAP21 ARHGAP35 ARHGAP5 CAV1 CCDC88A CKAP4 CKB CPD DDX4 DEPDC1B DLG5 DSG1 DSP DST EPHA2 FAM83B FLOT2 KCTD13 KTN1 LEMD3 MUC13 NISCH PICALM PIK3R1 PIK3R2 PKP4 PLEKHG5 PTPN13 RASAL2 RBMX RND3 ROCK1 SCRIB SEMA4F TMOD3 TNFAIP1 TXNL1 UBXN11 VANGL1 VANGL2 WDR6 REACTOME_ROBO_RECEPTORS_BIND_AKAP5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ROBO_RECEPTORS_BIND_AKAP5 AKAP5 PPP3CB PRKACA PRKACB PRKACG PRKAR2A PRKCA ROBO2 ROBO3 REACTOME_ROLE_OF_ABL_IN_ROBO_SLIT_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ROLE_OF_ABL_IN_ROBO_SLIT_SIGNALING ABL1 ABL2 CAP1 CAP2 CLASP1 CLASP2 ROBO1 SLIT2 REACTOME_ROLE_OF_LAT2_NTAL_LAB_ON_CALCIUM_MOBILIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ROLE_OF_LAT2_NTAL_LAB_ON_CALCIUM_MOBILIZATION FCER1A FCER1G FYN GAB2 GRB2 IGHE IGHV1-2 IGHV1-46 IGHV1-69 IGHV2-5 IGHV2-70 IGHV3-11 IGHV3-13 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-48 IGHV3-53 IGHV3-7 IGHV4-34 IGHV4-39 IGHV4-59 IGKV1-12 IGKV1-16 IGKV1-17 IGKV1-33 IGKV1-39 IGKV1-5 IGKV1D-12 IGKV1D-16 IGKV1D-33 IGKV1D-39 IGKV2-28 IGKV2-30 IGKV2D-28 IGKV2D-30 IGKV2D-40 IGKV3-11 IGKV3-15 IGKV3-20 IGKV3D-20 IGKV4-1 IGKV5-2 IGLC2 IGLC3 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-51 IGLV2-11 IGLV2-14 IGLV2-23 IGLV2-8 IGLV3-1 IGLV3-19 IGLV3-21 IGLV3-25 IGLV3-27 IGLV6-57 IGLV7-43 LAT2 LYN MS4A2 PDPK1 PIK3CA PIK3CB PIK3R1 PIK3R2 SHC1 SOS1 SYK REACTOME_ROLE_OF_PHOSPHOLIPIDS_IN_PHAGOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ROLE_OF_PHOSPHOLIPIDS_IN_PHAGOCYTOSIS AHCYL1 CD247 CD3G FCGR1A FCGR2A FCGR3A IGHG1 IGHG2 IGHG4 IGHV1-2 IGHV1-46 IGHV1-69 IGHV2-5 IGHV2-70 IGHV3-11 IGHV3-13 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-48 IGHV3-53 IGHV3-7 IGHV4-34 IGHV4-39 IGHV4-59 IGKV1-12 IGKV1-16 IGKV1-17 IGKV1-33 IGKV1-39 IGKV1-5 IGKV1D-12 IGKV1D-16 IGKV1D-33 IGKV1D-39 IGKV2-28 IGKV2-30 IGKV2D-28 IGKV2D-30 IGKV2D-40 IGKV3-11 IGKV3-15 IGKV3-20 IGKV3D-20 IGKV4-1 IGKV5-2 IGLC2 IGLC3 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-51 IGLV2-11 IGLV2-14 IGLV2-23 IGLV2-8 IGLV3-1 IGLV3-19 IGLV3-21 IGLV3-25 IGLV3-27 IGLV6-57 IGLV7-43 ITPR1 ITPR2 ITPR3 PIK3CA PIK3CB PIK3R1 PIK3R2 PLA2G6 PLCG1 PLCG2 PLD1 PLD2 PLD3 PLD4 PLPP4 PLPP5 PRKCD PRKCE SYK REACTOME_ROLE_OF_SECOND_MESSENGERS_IN_NETRIN_1_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ROLE_OF_SECOND_MESSENGERS_IN_NETRIN_1_SIGNALING DCC NTN1 PITPNA PLCG1 TRPC1 TRPC3 TRPC4 TRPC5 TRPC6 TRPC7 REACTOME_RORA_ACTIVATES_GENE_EXPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RORA_ACTIVATES_GENE_EXPRESSION CARM1 CHD9 CPT1A CREBBP EP300 HELZ2 MED1 NCOA1 NCOA2 NCOA6 PPARA RORA RXRA SMARCD3 SREBF1 TBL1X TBL1XR1 TGS1 REACTOME_ROS_AND_RNS_PRODUCTION_IN_PHAGOCYTES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ROS_AND_RNS_PRODUCTION_IN_PHAGOCYTES ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1C2 ATP6V1D ATP6V1E1 ATP6V1E2 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1G3 ATP6V1H CYBA CYBB HVCN1 LPO MPO NCF1 NCF2 NCF4 NOS1 NOS2 NOS3 RAC2 SLC11A1 TCIRG1 REACTOME_RRNA_MODIFICATION_IN_THE_MITOCHONDRION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RRNA_MODIFICATION_IN_THE_MITOCHONDRION MRM1 MRM2 MRM3 MT-RNR1 MT-RNR2 MTERF4 NSUN4 TFB1M REACTOME_RRNA_MODIFICATION_IN_THE_NUCLEUS_AND_CYTOSOL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RRNA_MODIFICATION_IN_THE_NUCLEUS_AND_CYTOSOL BMS1 BUD23 DCAF13 DDX47 DDX49 DDX52 DHX37 DIMT1 DKC1 EMG1 FBL FCF1 GAR1 HEATR1 IMP3 IMP4 KRR1 MPHOSPH10 NAT10 NHP2 NOC4L NOL11 NOL6 NOP10 NOP14 NOP2 NOP56 NOP58 PDCD11 PNO1 PWP2 RCL1 RPS14 RPS2 RPS6 RPS7 RPS9 RRP36 RRP7A RRP9 SNU13 TBL3 THUMPD1 TRMT112 TSR3 UTP11 UTP14A UTP14C UTP15 UTP18 UTP20 UTP25 UTP3 UTP4 UTP6 WDR3 WDR36 WDR43 WDR46 WDR75 REACTOME_RRNA_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RRNA_PROCESSING BMS1 BOP1 BUD23 BYSL C1D CSNK1D CSNK1E DCAF13 DDX21 DDX47 DDX49 DDX52 DHX37 DIMT1 DIS3 DKC1 EBNA1BP2 ELAC2 EMG1 ERI1 EXOSC1 EXOSC10 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 FAU FBL FCF1 FTSJ3 GAR1 GNL3 HEATR1 HSD17B10 IMP3 IMP4 ISG20L2 KRR1 LAS1L LTV1 MPHOSPH10 MPHOSPH6 MRM1 MRM2 MRM3 MT-RNR1 MT-RNR2 MTERF4 MTREX NAT10 NCL NHP2 NIP7 NOB1 NOC4L NOL11 NOL12 NOL6 NOL9 NOP10 NOP14 NOP2 NOP56 NOP58 NSUN4 PDCD11 PELP1 PES1 PNO1 PRORP PWP2 RBM28 RCL1 RIOK1 RIOK2 RIOK3 RPL10 RPL10A RPL10L RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL22L1 RPL23 RPL23A RPL24 RPL26 RPL26L1 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL36AL RPL37 RPL37A RPL38 RPL39 RPL39L RPL3L RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPP14 RPP21 RPP25 RPP30 RPP38 RPP40 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS7 RPS8 RPS9 RPSA RRP1 RRP36 RRP7A RRP9 SENP3 SNU13 TBL3 TEX10 TFB1M THUMPD1 TRMT10C TRMT112 TSR1 TSR3 UBA52 UTP11 UTP14A UTP14C UTP15 UTP18 UTP20 UTP25 UTP3 UTP4 UTP6 WDR12 WDR18 WDR3 WDR36 WDR43 WDR46 WDR75 XRN2 REACTOME_RRNA_PROCESSING_IN_THE_MITOCHONDRION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RRNA_PROCESSING_IN_THE_MITOCHONDRION ELAC2 HSD17B10 MRM1 MRM2 MRM3 MT-RNR1 MT-RNR2 MTERF4 NSUN4 PRORP TFB1M TRMT10C REACTOME_RSK_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RSK_ACTIVATION MAPK1 MAPK3 PDPK1 RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA6 REACTOME_RUNX1_AND_FOXP3_CONTROL_THE_DEVELOPMENT_OF_REGULATORY_T_LYMPHOCYTES_TREGS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RUNX1_AND_FOXP3_CONTROL_THE_DEVELOPMENT_OF_REGULATORY_T_LYMPHOCYTES_TREGS CBFB CR1 CTLA4 FOXP3 IFNG IL2 IL2RA NFATC2 RUNX1 TNFRSF18 REACTOME_RUNX1_INTERACTS_WITH_CO_FACTORS_WHOSE_PRECISE_EFFECT_ON_RUNX1_TARGETS_IS_NOT_KNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RUNX1_INTERACTS_WITH_CO_FACTORS_WHOSE_PRECISE_EFFECT_ON_RUNX1_TARGETS_IS_NOT_KNOWN ACTL6A ACTL6B ARID1A ARID1B ARID2 AUTS2 BMI1 CBFB CBX2 CBX4 CBX6 CBX8 CSNK2A1 CSNK2A2 CSNK2B EP300 HIPK2 PBRM1 PCGF5 PHC1 PHC2 PHC3 RING1 RNF2 RUNX1 RYBP SCMH1 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 YAF2 REACTOME_RUNX1_REGULATES_ESTROGEN_RECEPTOR_MEDIATED_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RUNX1_REGULATES_ESTROGEN_RECEPTOR_MEDIATED_TRANSCRIPTION AXIN1 CBFB ESR1 GPAM KCTD6 RUNX1 REACTOME_RUNX1_REGULATES_EXPRESSION_OF_COMPONENTS_OF_TIGHT_JUNCTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RUNX1_REGULATES_EXPRESSION_OF_COMPONENTS_OF_TIGHT_JUNCTIONS CBFB CLDN5 OCLN RUNX1 TJP1 REACTOME_RUNX1_REGULATES_GENES_INVOLVED_IN_MEGAKARYOCYTE_DIFFERENTIATION_AND_PLATELET_FUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RUNX1_REGULATES_GENES_INVOLVED_IN_MEGAKARYOCYTE_DIFFERENTIATION_AND_PLATELET_FUNCTION AGO1 AGO3 AGO4 ASH2L CBFB DPY30 EP300 GATA1 GP1BA H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HDAC1 ITGA2B KAT2B KMT2A KMT2B KMT2C KMT2D MIR27A MOV10 MYL9 NFE2 NR4A3 PF4 PRKCQ PRMT1 PRMT6 RBBP5 RUNX1 SETD1A SETD1B SIN3A SIN3B THBS1 TNRC6A TNRC6B TNRC6C WDR5 ZFPM1 REACTOME_RUNX1_REGULATES_TRANSCRIPTION_OF_GENES_INVOLVED_IN_BCR_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RUNX1_REGULATES_TRANSCRIPTION_OF_GENES_INVOLVED_IN_BCR_SIGNALING BLK CBFB ELF1 ELF2 PAX5 RUNX1 REACTOME_RUNX1_REGULATES_TRANSCRIPTION_OF_GENES_INVOLVED_IN_DIFFERENTIATION_OF_HSCS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RUNX1_REGULATES_TRANSCRIPTION_OF_GENES_INVOLVED_IN_DIFFERENTIATION_OF_HSCS ABL1 CBFB CCNH CDK7 GATA1 GATA2 GATA3 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 ITCH KMT2A LDB1 LMO1 LMO2 MNAT1 MYB PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RPS27A RUNX1 SEM1 SPI1 TAL1 TCF12 TCF3 TP73 UBA52 UBB UBC YAP1 REACTOME_RUNX1_REGULATES_TRANSCRIPTION_OF_GENES_INVOLVED_IN_DIFFERENTIATION_OF_KERATINOCYTES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RUNX1_REGULATES_TRANSCRIPTION_OF_GENES_INVOLVED_IN_DIFFERENTIATION_OF_KERATINOCYTES CBFB CTSK CTSL CTSV RUNX1 SERPINB13 SOCS3 SOCS4 REACTOME_RUNX1_REGULATES_TRANSCRIPTION_OF_GENES_INVOLVED_IN_DIFFERENTIATION_OF_MYELOID_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RUNX1_REGULATES_TRANSCRIPTION_OF_GENES_INVOLVED_IN_DIFFERENTIATION_OF_MYELOID_CELLS CBFB CREBBP CSF2 LGALS3 PRKCB RUNX1 RUNX2 REACTOME_RUNX1_REGULATES_TRANSCRIPTION_OF_GENES_INVOLVED_IN_INTERLEUKIN_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RUNX1_REGULATES_TRANSCRIPTION_OF_GENES_INVOLVED_IN_INTERLEUKIN_SIGNALING CBFB ELF1 IL3 LIFR RUNX1 REACTOME_RUNX1_REGULATES_TRANSCRIPTION_OF_GENES_INVOLVED_IN_WNT_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RUNX1_REGULATES_TRANSCRIPTION_OF_GENES_INVOLVED_IN_WNT_SIGNALING AXIN1 CBFB ESR1 FOXP3 RSPO3 RUNX1 REACTOME_RUNX2_REGULATES_BONE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RUNX2_REGULATES_BONE_DEVELOPMENT ABL1 AR BGLAP CBFB COL1A1 GLI2 GLI3 HDAC3 HDAC4 HDAC6 HES1 HEY1 HEY2 IHH MAF MAPK1 MAPK3 RB1 RBM14 RUNX2 SATB2 SMAD1 SMAD4 SMAD6 SP7 SRC UCMA WWTR1 YAP1 YES1 ZNF521 REACTOME_RUNX2_REGULATES_CHONDROCYTE_MATURATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RUNX2_REGULATES_CHONDROCYTE_MATURATION CBFB GLI2 HDAC4 IHH RUNX2 REACTOME_RUNX2_REGULATES_GENES_INVOLVED_IN_CELL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RUNX2_REGULATES_GENES_INVOLVED_IN_CELL_MIGRATION AKT1 AKT2 AKT3 CBFB ITGA5 ITGBL1 MMP13 RUNX2 REACTOME_RUNX2_REGULATES_OSTEOBLAST_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RUNX2_REGULATES_OSTEOBLAST_DIFFERENTIATION ABL1 AR BGLAP CBFB COL1A1 GLI3 HDAC3 HDAC6 HES1 HEY1 HEY2 MAF MAPK1 MAPK3 RB1 RUNX2 SATB2 SP7 SRC UCMA WWTR1 YAP1 YES1 ZNF521 REACTOME_RUNX3_REGULATES_BCL2L11_BIM_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RUNX3_REGULATES_BCL2L11_BIM_TRANSCRIPTION BCL2L11 FOXO3 RUNX3 SMAD3 SMAD4 REACTOME_RUNX3_REGULATES_CDKN1A_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RUNX3_REGULATES_CDKN1A_TRANSCRIPTION CDKN1A RUNX3 SMAD3 SMAD4 TGFB1 TP53 ZFHX3 REACTOME_RUNX3_REGULATES_IMMUNE_RESPONSE_AND_CELL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RUNX3_REGULATES_IMMUNE_RESPONSE_AND_CELL_MIGRATION CBFB ITGA4 ITGAL RORC RUNX3 SPP1 REACTOME_RUNX3_REGULATES_NOTCH_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RUNX3_REGULATES_NOTCH_SIGNALING CREBBP EP300 HES1 JAG1 KAT2A KAT2B MAML1 MAML2 MAML3 MAMLD1 NOTCH1 RBPJ RUNX3 SNW1 REACTOME_RUNX3_REGULATES_P14_ARF https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RUNX3_REGULATES_P14_ARF BRD2 CBFB CCND1 CDKN2A EP300 HDAC4 KRAS RUNX1 RUNX3 TGFB1 REACTOME_RUNX3_REGULATES_WNT_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RUNX3_REGULATES_WNT_SIGNALING CCND1 CTNNB1 LEF1 MYC RUNX3 TCF7 TCF7L1 TCF7L2 REACTOME_RUNX3_REGULATES_YAP1_MEDIATED_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RUNX3_REGULATES_YAP1_MEDIATED_TRANSCRIPTION CCN2 RUNX3 TEAD1 TEAD2 TEAD3 TEAD4 WWTR1 YAP1 REACTOME_SARS_COV_1_ACTIVATES_MODULATES_INNATE_IMMUNE_RESPONSES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SARS_COV_1_ACTIVATES_MODULATES_INNATE_IMMUNE_RESPONSES BST2 CASP1 FKBP1A IFIH1 IKBKE IRAK2 IRF3 ITCH KPNA2 KPNB1 MAVS NFKB1 NFKBIA NLRP3 NMI NPIPB3 PCBP2 PPIA PPIB PPIG PPIH PYCARD RCAN3 RELA RIGI RIPK3 RPS27A RUNX1 SFTPD SIKE1 STING1 TBK1 TKFC TLR7 TOMM70 TRAF3 TRAF6 TRIM25 UBA52 UBB UBC REACTOME_SARS_COV_1_HOST_INTERACTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SARS_COV_1_HOST_INTERACTIONS BCL2L1 BST2 CASP1 CAV1 EEF1A1 EP300 FAU FKBP1A HNRNPA1 IFIH1 IKBKE IRAK2 IRF3 ITCH KPNA2 KPNB1 MAVS NFKB1 NFKBIA NLRP3 NMI NPIPB3 NPM1 PALS1 PCBP2 PDPK1 PKLR PPIA PPIB PPIG PPIH PSMC6 PYCARD RCAN3 RELA RIGI RIPK1 RIPK3 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS7 RPS8 RPS9 RPSA RUNX1 SERPINE1 SFN SFTPD SIKE1 SMAD3 SMAD4 SP1 STING1 TBK1 TKFC TLR7 TOMM70 TRAF3 TRAF6 TRIM25 UBA52 UBB UBC UBE2I YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ REACTOME_SARS_COV_1_INFECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SARS_COV_1_INFECTION ACE2 BCL2L1 BECN1 BST2 CANX CASP1 CAV1 CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP6 CHMP7 CTSL DDX5 EEF1A1 EP300 FAU FKBP1A GALNT1 GANAB GSK3A GSK3B HNRNPA1 IFIH1 IKBKE IRAK2 IRF3 ITCH KPNA2 KPNB1 MAP1LC3B MAVS MGAT1 MOGS NFKB1 NFKBIA NLRP3 NMI NPIPB3 NPM1 PALS1 PARP10 PARP14 PARP16 PARP4 PARP6 PARP8 PARP9 PCBP2 PDPK1 PIK3C3 PIK3R4 PKLR PPIA PPIB PPIG PPIH PRKCSH PSMC6 PYCARD RB1 RCAN3 RELA RIGI RIPK1 RIPK3 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS7 RPS8 RPS9 RPSA RUNX1 SERPINE1 SFN SFTPD SIKE1 SMAD3 SMAD4 SP1 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST6GAL1 ST6GALNAC2 ST6GALNAC3 ST6GALNAC4 STING1 SUMO1 TBK1 TKFC TLR7 TMPRSS2 TOMM70 TRAF3 TRAF6 TRIM25 UBA52 UBB UBC UBE2I UVRAG VCP VHL YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ ZCRB1 REACTOME_SARS_COV_1_MODULATES_HOST_TRANSLATION_MACHINERY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SARS_COV_1_MODULATES_HOST_TRANSLATION_MACHINERY EEF1A1 FAU HNRNPA1 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS7 RPS8 RPS9 RPSA REACTOME_SARS_COV_1_TARGETS_HOST_INTRACELLULAR_SIGNALLING_AND_REGULATORY_PATHWAYS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SARS_COV_1_TARGETS_HOST_INTRACELLULAR_SIGNALLING_AND_REGULATORY_PATHWAYS CAV1 EP300 PDPK1 PSMC6 SERPINE1 SFN SMAD3 SMAD4 SP1 UBE2I YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ REACTOME_SARS_COV_2_ACTIVATES_MODULATES_INNATE_AND_ADAPTIVE_IMMUNE_RESPONSES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SARS_COV_2_ACTIVATES_MODULATES_INNATE_AND_ADAPTIVE_IMMUNE_RESPONSES AAAS ATG14 B2M BECN1 CHUK CNBP CREBBP G3BP1 G3BP2 HLA-A HLA-B HLA-C HLA-E HLA-F HLA-G HSP90AA1 HSP90AB1 IFIH1 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR1 IFNAR2 IFNB1 IKBKB IKBKE IKBKG IL17A IL17F IL17RA IL17RC IRAK1 IRAK2 IRF3 IRF7 ISG15 JAK1 KPNA2 LARP1 MAP3K7 MASP1 MASP2 MAVS MBL2 NDC1 NLRP12 NLRP3 NOD1 NOD2 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 PIK3C3 PIK3R4 POM121 POM121C PTPN11 PTPN6 RAE1 RANBP2 RIGI RIPK2 RNF135 RPS27A SAR1B SEC13 SEC23A SEC24A SEC24B SEC24C SEC24D SEH1L SFTPD SIKE1 STAT1 STAT2 STING1 TAB1 TAB2 TAB3 TBK1 TKFC TLR1 TLR2 TLR7 TLR8 TOMM70 TPR TRAF3 TRAF6 TRIM25 TRIM4 TYK2 UBA52 UBB UBC UBE2N UBE2V1 REACTOME_SARS_COV_2_HOST_INTERACTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SARS_COV_2_HOST_INTERACTIONS AAAS AKT1 AKT2 AKT3 ATG14 B2M BECN1 CAV1 CHUK CNBP CRB3 CREBBP DDX20 FAU G3BP1 G3BP2 GEMIN2 GEMIN4 GEMIN5 GEMIN6 GEMIN7 GEMIN8 GJA1 HLA-A HLA-B HLA-C HLA-E HLA-F HLA-G HSP90AA1 HSP90AB1 IFIH1 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR1 IFNAR2 IFNB1 IKBKB IKBKE IKBKG IL17A IL17F IL17RA IL17RC IRAK1 IRAK2 IRF3 IRF7 ISG15 JAK1 KPNA2 LARP1 MAP1LC3B MAP3K7 MASP1 MASP2 MAVS MBL2 NDC1 NLRP12 NLRP3 NOD1 NOD2 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 PALS1 PATJ PDPK1 PIK3C3 PIK3R4 POM121 POM121C PTPN11 PTPN6 RAE1 RANBP2 RIGI RIPK2 RNF135 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS7 RPS8 RPS9 RPSA SAR1B SEC13 SEC23A SEC24A SEC24B SEC24C SEC24D SEH1L SFN SFTPD SIKE1 SMN1 SMN2 SNRPB SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG STAT1 STAT2 STING1 TAB1 TAB2 TAB3 TBK1 TJP1 TKFC TLR1 TLR2 TLR7 TLR8 TOMM70 TPR TRAF3 TRAF6 TRIM25 TRIM4 TUFM TYK2 UBA52 UBB UBC UBE2N UBE2V1 UVRAG VPS11 VPS16 VPS18 VPS33A VPS33B VPS39 VPS41 VPS45 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ REACTOME_SARS_COV_2_INFECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SARS_COV_2_INFECTION AAAS ACE2 AGRN AKT1 AKT2 AKT3 ANO1 ANO10 ANO2 ANO3 ANO4 ANO5 ANO6 ANO7 ANO8 ANO9 ATG14 B2M BECN1 CANX CAV1 CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP6 CHMP7 CHUK CNBP CRB3 CREBBP CSNK1A1 CTSL DAD1 DDOST DDX20 DDX5 EDEM2 FAU FURIN FUT8 G3BP1 G3BP2 GALNT1 GANAB GEMIN2 GEMIN4 GEMIN5 GEMIN6 GEMIN7 GEMIN8 GJA1 GOLGA7 GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 GSK3A GSK3B HAVCR1 HLA-A HLA-B HLA-C HLA-E HLA-F HLA-G HSP90AA1 HSP90AB1 HSPG2 IFIH1 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR1 IFNAR2 IFNB1 IKBKB IKBKE IKBKG IL17A IL17F IL17RA IL17RC IRAK1 IRAK2 IRF3 IRF7 ISCU ISG15 JAK1 KPNA2 LARP1 MAGT1 MAN1B1 MAN2A1 MAP1LC3B MAP3K7 MASP1 MASP2 MAVS MBL2 MGAT1 MGAT2 MGAT4A MGAT4B MGAT4C MGAT5 MOGS NDC1 NLRP12 NLRP3 NOD1 NOD2 NRP1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 PALS1 PARP10 PARP14 PARP16 PARP4 PARP6 PARP8 PARP9 PATJ PDPK1 PIK3C3 PIK3R4 POM121 POM121C PRKCSH PRMT1 PTPN11 PTPN6 RAE1 RANBP2 RB1 RIGI RIPK2 RNF135 RPN1 RPN2 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS7 RPS8 RPS9 RPSA SAR1B SDC1 SDC2 SDC3 SDC4 SEC13 SEC23A SEC24A SEC24B SEC24C SEC24D SEH1L SFN SFTPD SIKE1 SMN1 SMN2 SNRPB SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SRPK1 SRPK2 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST6GAL1 ST6GALNAC2 ST6GALNAC3 ST6GALNAC4 STAT1 STAT2 STING1 STT3A SUMO1 TAB1 TAB2 TAB3 TBK1 TJP1 TKFC TLR1 TLR2 TLR7 TLR8 TMPRSS2 TOMM70 TPR TRAF3 TRAF6 TRIM25 TRIM4 TUFM TUSC3 TYK2 UBA52 UBB UBC UBE2I UBE2N UBE2V1 UVRAG VCP VHL VPS11 VPS16 VPS18 VPS33A VPS33B VPS39 VPS41 VPS45 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ ZCRB1 ZDHHC11 ZDHHC2 ZDHHC20 ZDHHC3 ZDHHC5 ZDHHC8 ZDHHC9 REACTOME_SARS_COV_2_MODULATES_AUTOPHAGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SARS_COV_2_MODULATES_AUTOPHAGY MAP1LC3B TUFM UVRAG VPS11 VPS16 VPS18 VPS33A VPS33B VPS39 VPS41 VPS45 REACTOME_SARS_COV_2_MODULATES_HOST_TRANSLATION_MACHINERY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SARS_COV_2_MODULATES_HOST_TRANSLATION_MACHINERY DDX20 FAU GEMIN2 GEMIN4 GEMIN5 GEMIN6 GEMIN7 GEMIN8 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS7 RPS8 RPS9 RPSA SMN1 SMN2 SNRPB SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG REACTOME_SARS_COV_2_TARGETS_HOST_INTRACELLULAR_SIGNALLING_AND_REGULATORY_PATHWAYS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SARS_COV_2_TARGETS_HOST_INTRACELLULAR_SIGNALLING_AND_REGULATORY_PATHWAYS AKT1 AKT2 AKT3 CAV1 PDPK1 SFN YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ REACTOME_SARS_COV_2_TARGETS_PDZ_PROTEINS_IN_CELL_CELL_JUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SARS_COV_2_TARGETS_PDZ_PROTEINS_IN_CELL_CELL_JUNCTION CRB3 GJA1 PALS1 PATJ TJP1 REACTOME_SARS_COV_INFECTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SARS_COV_INFECTIONS AAAS ACE2 AGRN AKT1 AKT2 AKT3 ANO1 ANO10 ANO2 ANO3 ANO4 ANO5 ANO6 ANO7 ANO8 ANO9 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 ARID4A ARID4B ATG14 ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP1B1 ATP1B2 ATP1B3 B2M BCL2L1 BECN1 BLNK BRD4 BRMS1 BST2 BTK CANX CASP1 CAV1 CD79A CD79B CHD3 CHD4 CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP6 CHMP7 CHUK CNBP COMT CRB3 CRBN CREBBP CSNK1A1 CTSL CUL3 CYSLTR1 DAD1 DDOST DDX20 DDX5 EDEM2 EEF1A1 EP300 FAU FKBP1A FKBP4 FNTA FNTB FURIN FUT8 FXYD1 FXYD2 FXYD3 FXYD4 FXYD6 FXYD7 G3BP1 G3BP2 GALNT1 GANAB GATAD2A GATAD2B GEMIN2 GEMIN4 GEMIN5 GEMIN6 GEMIN7 GEMIN8 GJA1 GOLGA7 GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 GRB2 GSK3A GSK3B HAVCR1 HDAC1 HDAC2 HLA-A HLA-B HLA-C HLA-E HLA-F HLA-G HMG20B HNRNPA1 HSP90AA1 HSP90AB1 HSPG2 IFIH1 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR1 IFNAR2 IFNB1 IFNGR1 IFNGR2 IGHD IGHM IGHV1-2 IGHV1-46 IGHV1-69 IGHV2-5 IGHV2-70 IGHV3-11 IGHV3-13 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-48 IGHV3-53 IGHV3-7 IGHV4-34 IGHV4-39 IGHV4-59 IGKV1-12 IGKV1-16 IGKV1-17 IGKV1-33 IGKV1-39 IGKV1-5 IGKV1D-12 IGKV1D-16 IGKV1D-33 IGKV1D-39 IGKV2-28 IGKV2-30 IGKV2D-28 IGKV2D-30 IGKV2D-40 IGKV3-11 IGKV3-15 IGKV3-20 IGKV3D-20 IGKV4-1 IGKV5-2 IGLC2 IGLC3 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-51 IGLV2-11 IGLV2-14 IGLV2-23 IGLV2-8 IGLV3-1 IGLV3-19 IGLV3-21 IGLV3-25 IGLV3-27 IGLV6-57 IGLV7-43 IKBKB IKBKE IKBKG IL17A IL17F IL17RA IL17RC IL1R1 IL6R IMPDH1 IMPDH2 IRAK1 IRAK2 IRF3 IRF7 ISCU ISG15 ITCH ITGA4 ITGB1 JAK1 JAK2 JAK3 KDM1A KEAP1 KPNA2 KPNB1 LARP1 MAGT1 MAN1B1 MAN2A1 MAP1LC3B MAP3K7 MASP1 MASP2 MAVS MBD3 MBL2 MGAT1 MGAT2 MGAT4A MGAT4B MGAT4C MGAT5 MOGS MTA1 MTA2 MTA3 NCK1 NDC1 NFE2L2 NFKB1 NFKBIA NLRP12 NLRP3 NMI NOD1 NOD2 NPIPB3 NPM1 NR3C1 NRP1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 PALS1 PARP10 PARP14 PARP16 PARP4 PARP6 PARP8 PARP9 PATJ PCBP2 PDCD1 PDPK1 PHF21A PIK3C3 PIK3R4 PKLR PLCG2 POM121 POM121C PPIA PPIB PPIG PPIH PRKCSH PRMT1 PSMC6 PTGES3 PTPN11 PTPN6 PYCARD RAE1 RANBP2 RB1 RBBP4 RBBP7 RBX1 RCAN3 RCOR1 RELA REST RIGI RIPK1 RIPK2 RIPK3 RNF135 ROCK1 ROCK2 RPN1 RPN2 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS7 RPS8 RPS9 RPSA RUNX1 S1PR1 SAP18 SAP30 SAP30L SAR1B SDC1 SDC2 SDC3 SDC4 SEC13 SEC23A SEC24A SEC24B SEC24C SEC24D SEH1L SERPINE1 SFN SFTPD SH3KBP1 SIGMAR1 SIKE1 SMAD3 SMAD4 SMN1 SMN2 SNRPB SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SOS1 SP1 SRPK1 SRPK2 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST6GAL1 ST6GALNAC2 ST6GALNAC3 ST6GALNAC4 STAT1 STAT2 STING1 STT3A SUDS3 SUMO1 SYK TAB1 TAB2 TAB3 TBK1 TJP1 TKFC TLR1 TLR2 TLR7 TLR8 TLR9 TMPRSS2 TOMM70 TPR TRAF3 TRAF6 TRIM25 TRIM4 TUBB TUFM TUSC3 TYK2 UBA52 UBB UBC UBE2I UBE2N UBE2V1 UVRAG VAV1 VCP VEGFA VHL VPS11 VPS16 VPS18 VPS33A VPS33B VPS39 VPS41 VPS45 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ ZBP1 ZCRB1 ZDHHC11 ZDHHC2 ZDHHC20 ZDHHC3 ZDHHC5 ZDHHC8 ZDHHC9 REACTOME_SCAVENGING_BY_CLASS_A_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SCAVENGING_BY_CLASS_A_RECEPTORS APOA1 APOB APOE CALR COL1A1 COL1A2 COL3A1 COL4A1 COL4A2 COLEC11 COLEC12 FTH1 FTL HSP90B1 MARCO MASP1 MSR1 SCARA5 SCGB3A2 REACTOME_SCAVENGING_BY_CLASS_B_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SCAVENGING_BY_CLASS_B_RECEPTORS APOA1 APOB CD36 SAA1 SCARB1 SSC5D REACTOME_SCAVENGING_BY_CLASS_F_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SCAVENGING_BY_CLASS_F_RECEPTORS APOB CALR HSP90AA1 HSPH1 HYOU1 SCARF1 REACTOME_SCAVENGING_OF_HEME_FROM_PLASMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SCAVENGING_OF_HEME_FROM_PLASMA ALB AMBP APOA1 APOL1 CD163 HBA1 HBA2 HBB HP HPR HPX IGHA1 IGHA2 IGHV1-2 IGHV1-46 IGHV1-69 IGHV2-5 IGHV2-70 IGHV3-11 IGHV3-13 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-48 IGHV3-53 IGHV3-7 IGHV4-34 IGHV4-39 IGHV4-59 IGKV1-12 IGKV1-16 IGKV1-17 IGKV1-33 IGKV1-39 IGKV1-5 IGKV1D-12 IGKV1D-16 IGKV1D-33 IGKV1D-39 IGKV2-28 IGKV2-30 IGKV2D-28 IGKV2D-30 IGKV2D-40 IGKV3-11 IGKV3-15 IGKV3-20 IGKV3D-20 IGKV4-1 IGKV5-2 IGLC2 IGLC3 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-51 IGLV2-11 IGLV2-14 IGLV2-23 IGLV2-8 IGLV3-1 IGLV3-19 IGLV3-21 IGLV3-25 IGLV3-27 IGLV6-57 IGLV7-43 JCHAIN LRP1 REACTOME_SCF_BETA_TRCP_MEDIATED_DEGRADATION_OF_EMI1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SCF_BETA_TRCP_MEDIATED_DEGRADATION_OF_EMI1 BTRC CDC20 CUL1 FBXO5 FZR1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RPS27A SEM1 SKP1 UBA52 UBB UBC REACTOME_SCF_SKP2_MEDIATED_DEGRADATION_OF_P27_P21 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SCF_SKP2_MEDIATED_DEGRADATION_OF_P27_P21 CCNA1 CCNA2 CCND1 CCNE1 CCNE2 CDK2 CDK4 CDKN1A CDKN1B CKS1B CUL1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMB1 PSMB10 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSMF1 PTK6 RPS27A SEM1 SKP1 SKP2 UBA52 UBB UBC REACTOME_SEALING_OF_THE_NUCLEAR_ENVELOPE_NE_BY_ESCRT_III https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SEALING_OF_THE_NUCLEAR_ENVELOPE_NE_BY_ESCRT_III CC2D1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP6 CHMP7 IST1 LEMD2 SPAST TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B VPS4A REACTOME_SELECTIVE_AUTOPHAGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SELECTIVE_AUTOPHAGY ARL13B ATG12 ATG5 ATM CETN1 CFTR CSNK2A1 CSNK2A2 CSNK2B DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 EPAS1 FUNDC1 HDAC6 HSF1 HSP90AA1 HSPA8 IFT88 MAP1LC3A MAP1LC3B MFN1 MFN2 MTERF3 NBR1 PARK7 PCNT PEX5 PGAM5 PINK1 PLIN2 PLIN3 PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 PRKN RPS27A SQSTM1 SRC TOMM20 TOMM22 TOMM40 TOMM5 TOMM6 TOMM7 TOMM70 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B UBA52 UBB UBC UBE2N UBE2V1 ULK1 USP30 VCP VDAC1 VIM REACTOME_SELENOAMINO_ACID_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SELENOAMINO_ACID_METABOLISM AHCY AIMP1 AIMP2 CBS CTH DARS1 EEF1E1 EEFSEC EPRS1 FAU GNMT GSR HNMT IARS1 INMT KARS1 LARS1 MARS1 MAT1A NNMT PAPSS1 PAPSS2 PSTK QARS1 RARS1 RPL10 RPL10A RPL10L RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL22L1 RPL23 RPL23A RPL24 RPL26 RPL26L1 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL36AL RPL37 RPL37A RPL38 RPL39 RPL39L RPL3L RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS7 RPS8 RPS9 RPSA SARS1 SCLY SECISBP2 SEPHS2 SEPSECS TXNRD1 UBA52 REACTOME_SEMA3A_PAK_DEPENDENT_AXON_REPULSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SEMA3A_PAK_DEPENDENT_AXON_REPULSION CFL1 FES FYN HSP90AA1 HSP90AB1 LIMK1 NRP1 PAK1 PAK2 PAK3 PLXNA1 PLXNA2 PLXNA3 PLXNA4 RAC1 SEMA3A REACTOME_SEMA3A_PLEXIN_REPULSION_SIGNALING_BY_INHIBITING_INTEGRIN_ADHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SEMA3A_PLEXIN_REPULSION_SIGNALING_BY_INHIBITING_INTEGRIN_ADHESION FARP2 FES FYN NRP1 PIP5K1C PLXNA1 PLXNA2 PLXNA3 PLXNA4 RAC1 RND1 RRAS SEMA3A TLN1 REACTOME_SEMA4D_INDUCED_CELL_MIGRATION_AND_GROWTH_CONE_COLLAPSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SEMA4D_INDUCED_CELL_MIGRATION_AND_GROWTH_CONE_COLLAPSE ARHGEF11 ARHGEF12 ERBB2 LIMK1 LIMK2 MYH10 MYH11 MYH14 MYH9 MYL12B MYL6 MYL9 PLXNB1 RHOA RHOB RHOC RND1 ROCK1 ROCK2 SEMA4D REACTOME_SEMA4D_IN_SEMAPHORIN_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SEMA4D_IN_SEMAPHORIN_SIGNALING ARHGAP35 ARHGEF11 ARHGEF12 ERBB2 LIMK1 LIMK2 MET MYH10 MYH11 MYH14 MYH9 MYL12B MYL6 MYL9 PLXNB1 RAC1 RHOA RHOB RHOC RND1 ROCK1 ROCK2 RRAS SEMA4D REACTOME_SEMA4D_MEDIATED_INHIBITION_OF_CELL_ATTACHMENT_AND_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SEMA4D_MEDIATED_INHIBITION_OF_CELL_ATTACHMENT_AND_MIGRATION ARHGAP35 MET PLXNB1 RAC1 RHOA RND1 RRAS SEMA4D REACTOME_SEMAPHORIN_INTERACTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SEMAPHORIN_INTERACTIONS ARHGAP35 ARHGEF11 ARHGEF12 CD72 CDK5 CDK5R1 CFL1 CRMP1 DPYSL2 DPYSL3 DPYSL4 DPYSL5 ERBB2 FARP2 FES FYN GSK3B HSP90AA1 HSP90AB1 ITGA1 ITGB1 LIMK1 LIMK2 MET MYH10 MYH11 MYH14 MYH9 MYL12B MYL6 MYL9 NRP1 PAK1 PAK2 PAK3 PIP5K1C PLXNA1 PLXNA2 PLXNA3 PLXNA4 PLXNB1 PLXNB3 PLXNC1 PLXND1 PTPRC RAC1 RHOA RHOB RHOC RND1 ROCK1 ROCK2 RRAS SEMA3A SEMA3E SEMA4A SEMA4D SEMA5A SEMA6A SEMA6D SEMA7A TLN1 TREM2 TYROBP REACTOME_SENESCENCE_ASSOCIATED_SECRETORY_PHENOTYPE_SASP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SENESCENCE_ASSOCIATED_SECRETORY_PHENOTYPE_SASP ANAPC1 ANAPC10 ANAPC11 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 CCNA1 CCNA2 CDC16 CDC23 CDC26 CDC27 CDK2 CDK4 CDK6 CDKN1A CDKN1B CDKN2A CDKN2B CDKN2C CDKN2D CEBPB CXCL8 EHMT1 EHMT2 FOS FZR1 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 IGFBP7 IL1A IL6 JUN MAPK1 MAPK3 MAPK7 NFKB1 RELA RPS27A RPS6KA1 RPS6KA2 RPS6KA3 STAT3 UBA52 UBB UBC UBE2C UBE2D1 UBE2E1 UBE2S VENTX REACTOME_SENSING_OF_DNA_DOUBLE_STRAND_BREAKS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SENSING_OF_DNA_DOUBLE_STRAND_BREAKS ATM KAT5 KPNA2 MRE11 NBN RAD50 REACTOME_SENSORY_PERCEPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SENSORY_PERCEPTION ABCA4 ACTB ACTG1 ADCY3 AGRN AKR1B10 AKR1C1 AKR1C3 AKR1C4 ANO2 APOA1 APOA2 APOA4 APOB APOC2 APOC3 APOE APOM ATP2B1 ATP2B2 AWAT2 BCO1 BCO2 BSN CABP1 CABP2 CACNA1D CACNA2D2 CACNB2 CALHM1 CALHM3 CALM1 CAMKMT CAPZA1 CAPZA2 CAPZB CASK CDH23 CHRNA10 CHRNA9 CIB2 CLIC5 CLPS CNGA1 CNGA2 CNGA4 CNGB1 CTBP2 CYP4V2 DHRS3 DHRS9 DNAJC5 EBF1 EPB41L1 EPB41L3 EPS8 EPS8L2 ESPN ESPNL EZR FNTA FNTB FSCN2 GNAL GNAT1 GNAT3 GNB1 GNB3 GNB5 GNG13 GNGT1 GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 GPIHBP1 GRK1 GRK4 GRK7 GRM1 GRM4 GRXCR1 GRXCR2 GSN GUCA1A GUCA1B GUCA1C GUCY2D GUCY2F HSD17B1 HSD17B6 HSPG2 ITPR3 KCNJ2 KCNMA1 KCNMB1 KCNN2 KCNQ4 LDB1 LDLR LHFPL5 LHX2 LPL LRAT LRP1 LRP10 LRP12 LRP2 LRP8 LRRC52 METAP1 METAP2 MPP1 MSN MYH9 MYO15A MYO1C MYO3A MYO3B MYO7A NAPEPLD NMT1 NMT2 OPN1LW OPN1MW OPN1SW OR10A2 OR10A3 OR10A4 OR10A5 OR10A6 OR10A7 OR10AC1 OR10AD1 OR10AG1 OR10C1 OR10D3 OR10G2 OR10G3 OR10G4 OR10G6 OR10G7 OR10G8 OR10G9 OR10H1 OR10H2 OR10H3 OR10H4 OR10H5 OR10J1 OR10J3 OR10J4 OR10J5 OR10K1 OR10K2 OR10P1 OR10Q1 OR10R2 OR10S1 OR10T2 OR10V1 OR10W1 OR10X1 OR10Z1 OR11A1 OR11G2 OR11H1 OR11H2 OR11H4 OR11H6 OR11H7 OR11L1 OR12D2 OR12D3 OR13A1 OR13C2 OR13C3 OR13C4 OR13C5 OR13C8 OR13C9 OR13D1 OR13F1 OR13G1 OR13H1 OR13J1 OR14A16 OR14A2 OR14C36 OR14I1 OR14J1 OR14K1 OR1A1 OR1A2 OR1B1 OR1C1 OR1D2 OR1D4 OR1D5 OR1E1 OR1E2 OR1E3 OR1F1 OR1F12P OR1G1 OR1I1 OR1J1 OR1J2 OR1J4 OR1K1 OR1L1 OR1L3 OR1L4 OR1L6 OR1L8 OR1M1 OR1N1 OR1N2 OR1P1 OR1Q1 OR1S1 OR1S2 OR2A1 OR2A12 OR2A14 OR2A2 OR2A25 OR2A4 OR2A42 OR2A5 OR2A7 OR2AE1 OR2AG1 OR2AG2 OR2AJ1 OR2AK2 OR2AP1 OR2AT4 OR2B11 OR2B2 OR2B3 OR2B6 OR2C1 OR2C3 OR2D2 OR2D3 OR2F1 OR2F2 OR2G2 OR2G3 OR2G6 OR2H1 OR2H2 OR2J1 OR2J2 OR2J3 OR2K2 OR2L13 OR2L2 OR2L3 OR2L5 OR2L8 OR2M2 OR2M3 OR2M4 OR2M5 OR2M7 OR2S2 OR2T1 OR2T10 OR2T11 OR2T12 OR2T2 OR2T27 OR2T29 OR2T3 OR2T33 OR2T34 OR2T35 OR2T4 OR2T5 OR2T6 OR2T7 OR2T8 OR2V1 OR2V2 OR2W1 OR2W3 OR2Y1 OR2Z1 OR3A1 OR3A2 OR3A3 OR4A15 OR4A16 OR4A47 OR4A5 OR4A8 OR4B1 OR4C11 OR4C12 OR4C13 OR4C15 OR4C16 OR4C3 OR4C45 OR4C46 OR4C5 OR4C6 OR4D1 OR4D10 OR4D11 OR4D2 OR4D5 OR4D6 OR4D9 OR4E1 OR4E2 OR4F15 OR4F16 OR4F17 OR4F21 OR4F29 OR4F3 OR4F4 OR4F5 OR4F6 OR4K1 OR4K13 OR4K14 OR4K15 OR4K17 OR4K2 OR4K3 OR4K5 OR4L1 OR4M1 OR4M2 OR4N2 OR4N4 OR4N5 OR4P4 OR4Q2 OR4Q3 OR4S1 OR4S2 OR4X1 OR4X2 OR51A2 OR51A4 OR51A7 OR51B2 OR51B4 OR51B5 OR51B6 OR51D1 OR51E1 OR51E2 OR51F1 OR51F2 OR51G1 OR51G2 OR51H1 OR51I1 OR51I2 OR51J1 OR51L1 OR51M1 OR51Q1 OR51S1 OR51T1 OR51V1 OR52A1 OR52A5 OR52B2 OR52B6 OR52D1 OR52E1 OR52E2 OR52E4 OR52E5 OR52E6 OR52E8 OR52H1 OR52I1 OR52I2 OR52J3 OR52K1 OR52K2 OR52L1 OR52M1 OR52N1 OR52N2 OR52N4 OR52N5 OR52R1 OR52W1 OR52Z1P OR56A1 OR56A3 OR56A4 OR56A5 OR56B1 OR56B4 OR5A1 OR5A2 OR5AC1 OR5AC2 OR5AK2 OR5AL1 OR5AN1 OR5AP2 OR5AR1 OR5AS1 OR5AU1 OR5B12 OR5B17 OR5B2 OR5B21 OR5B3 OR5C1 OR5D13 OR5D14 OR5D16 OR5D18 OR5F1 OR5G3 OR5H1 OR5H14 OR5H15 OR5H2 OR5H6 OR5I1 OR5J2 OR5K1 OR5K2 OR5K3 OR5K4 OR5L1 OR5L2 OR5M1 OR5M10 OR5M11 OR5M3 OR5M8 OR5M9 OR5P2 OR5P3 OR5T1 OR5T2 OR5T3 OR5V1 OR5W2 OR6A2 OR6B1 OR6B2 OR6B3 OR6C1 OR6C2 OR6C3 OR6C4 OR6C6 OR6C65 OR6C68 OR6C70 OR6C74 OR6C75 OR6C76 OR6F1 OR6J1 OR6K2 OR6K3 OR6K6 OR6M1 OR6N1 OR6N2 OR6P1 OR6Q1 OR6S1 OR6T1 OR6V1 OR6X1 OR6Y1 OR7A10 OR7A17 OR7A5 OR7C1 OR7C2 OR7D2 OR7D4 OR7E24 OR7G1 OR7G2 OR7G3 OR8A1 OR8B12 OR8B2 OR8B3 OR8B4 OR8B8 OR8D1 OR8D2 OR8D4 OR8G1 OR8G5 OR8H1 OR8H2 OR8H3 OR8I2 OR8J1 OR8J2 OR8J3 OR8K1 OR8K3 OR8K5 OR8S1 OR8U1 OR8U3 OR8U8 OR8U9 OR9A2 OR9A4 OR9G1 OR9G4 OR9G9 OR9I1 OR9K2 OR9Q1 OR9Q2 OTOF OTOG OTOGL OTOP1 PCDH15 PCLO PDE6A PDE6B PDE6G PJVK PLB1 PLCB2 PLS1 PNLIP PPEF1 PRKCA PRKCQ RAB3A RBP1 RBP2 RBP3 RBP4 RCVRN RDH10 RDH11 RDH12 RDH16 RDH5 RDH8 RDX REEP1 RETSAT RGS9 RGS9BP RHO RIPOR2 RLBP1 RPE65 RTP1 RTP2 SAG SCN1B SCN2A SCN2B SCN3A SCN4B SCN9A SCNN1A SCNN1B SCNN1D SCNN1G SDC1 SDC2 SDC3 SDC4 SDR9C7 SLC17A8 SLC24A1 SLC26A5 SNAP25 SPTAN1 SPTBN1 STRA6 STRC STX1A SYN1 SYP TAS1R1 TAS1R2 TAS1R3 TAS2R1 TAS2R10 TAS2R13 TAS2R14 TAS2R16 TAS2R20 TAS2R3 TAS2R30 TAS2R31 TAS2R38 TAS2R39 TAS2R4 TAS2R40 TAS2R41 TAS2R43 TAS2R46 TAS2R5 TAS2R50 TAS2R7 TAS2R8 TMC1 TMC2 TMIE TPRN TRIOBP TRPM4 TRPM5 TTR TWF1 TWF2 USH1C USH1G VAMP2 WHRN XIRP2 REACTOME_SENSORY_PERCEPTION_OF_SALTY_TASTE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SENSORY_PERCEPTION_OF_SALTY_TASTE CALHM1 CALHM3 SCNN1A SCNN1B SCNN1D SCNN1G REACTOME_SENSORY_PERCEPTION_OF_TASTE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SENSORY_PERCEPTION_OF_TASTE CALHM1 CALHM3 GNAT3 GNB1 GNB3 GNG13 GRM1 GRM4 ITPR3 KCNJ2 OTOP1 PLCB2 SCN1B SCN2A SCN2B SCN3A SCN4B SCN9A SCNN1A SCNN1B SCNN1D SCNN1G TAS1R1 TAS1R2 TAS1R3 TAS2R1 TAS2R10 TAS2R13 TAS2R14 TAS2R16 TAS2R20 TAS2R3 TAS2R30 TAS2R31 TAS2R38 TAS2R39 TAS2R4 TAS2R40 TAS2R41 TAS2R43 TAS2R46 TAS2R5 TAS2R50 TAS2R7 TAS2R8 TRPM4 TRPM5 REACTOME_SENSORY_PROCESSING_OF_SOUND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SENSORY_PROCESSING_OF_SOUND ACTB ACTG1 ATP2B1 ATP2B2 BSN CABP1 CABP2 CACNA1D CACNA2D2 CACNB2 CAPZA1 CAPZA2 CAPZB CASK CDH23 CHRNA10 CHRNA9 CIB2 CLIC5 CTBP2 DNAJC5 EPB41L1 EPB41L3 EPS8 EPS8L2 ESPN ESPNL EZR FSCN2 GRXCR1 GRXCR2 GSN KCNMA1 KCNMB1 KCNN2 KCNQ4 LHFPL5 LRRC52 MPP1 MSN MYH9 MYO15A MYO1C MYO3A MYO3B MYO7A OTOF OTOG OTOGL PCDH15 PCLO PJVK PLS1 RAB3A RDX RIPOR2 SLC17A8 SLC26A5 SNAP25 SPTAN1 SPTBN1 STRC STX1A SYN1 SYP TMC1 TMC2 TMIE TPRN TRIOBP TWF1 TWF2 USH1C USH1G VAMP2 WHRN XIRP2 REACTOME_SENSORY_PROCESSING_OF_SOUND_BY_OUTER_HAIR_CELLS_OF_THE_COCHLEA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SENSORY_PROCESSING_OF_SOUND_BY_OUTER_HAIR_CELLS_OF_THE_COCHLEA ACTB ACTG1 ATP2B2 CASK CDH23 CHRNA10 CHRNA9 CIB2 CLIC5 EPB41L1 EPB41L3 EPS8 EPS8L2 ESPN ESPNL EZR FSCN2 GRXCR1 GRXCR2 GSN KCNMA1 KCNMB1 KCNN2 KCNQ4 LHFPL5 MPP1 MSN MYH9 MYO15A MYO1C MYO3A MYO3B MYO7A OTOG OTOGL PCDH15 PJVK PLS1 RDX RIPOR2 SLC26A5 SPTAN1 SPTBN1 STRC TMC1 TMC2 TMIE TPRN TRIOBP TWF1 TWF2 USH1C USH1G WHRN XIRP2 REACTOME_SEPARATION_OF_SISTER_CHROMATIDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SEPARATION_OF_SISTER_CHROMATIDS AHCTF1 ANAPC1 ANAPC10 ANAPC11 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 AURKB B9D2 BIRC5 BUB1 BUB1B BUB3 CDC16 CDC20 CDC23 CDC26 CDC27 CDCA5 CDCA8 CENPA CENPC CENPE CENPF CENPH CENPI CENPK CENPL CENPM CENPN CENPO CENPP CENPQ CENPS CENPT CENPU CKAP5 CLASP1 CLASP2 CLIP1 DSN1 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 ERCC6L ESPL1 HDAC8 INCENP ITGB3BP KIF18A KIF2A KIF2B KIF2C KNL1 KNTC1 MAD1L1 MAD2L1 MAPRE1 MIS12 NDC80 NDE1 NDEL1 NSL1 NUDC NUF2 NUP107 NUP133 NUP160 NUP37 NUP43 NUP85 NUP98 PAFAH1B1 PDS5A PDS5B PLK1 PMF1 PPP1CC PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTTG1 RAD21 RANBP2 RANGAP1 RCC2 RPS27 RPS27A SEC13 SEH1L SEM1 SGO1 SGO2 SKA1 SKA2 SMC1A SMC3 SPC24 SPC25 SPDL1 STAG1 STAG2 TAOK1 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B UBA52 UBB UBC UBE2C UBE2D1 UBE2E1 UBE2S WAPL XPO1 ZW10 ZWILCH ZWINT REACTOME_SERINE_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SERINE_BIOSYNTHESIS PHGDH PSAT1 PSPH SERINC1 SERINC2 SERINC3 SERINC4 SERINC5 SRR REACTOME_SEROTONIN_AND_MELATONIN_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SEROTONIN_AND_MELATONIN_BIOSYNTHESIS AANAT ASMT DDC TPH1 TPH2 REACTOME_SEROTONIN_NEUROTRANSMITTER_RELEASE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SEROTONIN_NEUROTRANSMITTER_RELEASE_CYCLE CPLX1 PPFIA1 PPFIA2 PPFIA3 PPFIA4 RAB3A RIMS1 SLC18A2 SNAP25 STX1A STXBP1 SYN1 SYN2 SYN3 SYT1 TSPOAP1 UNC13B VAMP2 REACTOME_SEROTONIN_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SEROTONIN_RECEPTORS HTR1A HTR1B HTR1D HTR1E HTR1F HTR2A HTR2B HTR2C HTR4 HTR5A HTR6 HTR7 REACTOME_SHC1_EVENTS_IN_EGFR_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SHC1_EVENTS_IN_EGFR_SIGNALING AREG BTC EGF EGFR EPGN EREG GRB2 HBEGF HRAS KRAS NRAS SHC1 SOS1 TGFA REACTOME_SHC1_EVENTS_IN_ERBB2_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SHC1_EVENTS_IN_ERBB2_SIGNALING BTC EGF EGFR ERBB2 ERBB3 ERBB4 EREG GRB2 HBEGF HRAS KRAS NRAS NRG1 NRG2 NRG3 NRG4 PRKCA PRKCD PRKCE PTPN12 SHC1 SOS1 REACTOME_SHC1_EVENTS_IN_ERBB4_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SHC1_EVENTS_IN_ERBB4_SIGNALING BTC ERBB4 EREG GRB2 HBEGF HRAS KRAS NRAS NRG1 NRG2 NRG3 NRG4 SHC1 SOS1 REACTOME_SHC_MEDIATED_CASCADE_FGFR1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SHC_MEDIATED_CASCADE_FGFR1 FGF1 FGF10 FGF17 FGF2 FGF20 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF8 FGF9 FGFR1 GRB2 HRAS KL KRAS NRAS SHC1 SOS1 REACTOME_SHC_MEDIATED_CASCADE_FGFR3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SHC_MEDIATED_CASCADE_FGFR3 FGF1 FGF16 FGF17 FGF18 FGF2 FGF20 FGF23 FGF4 FGF5 FGF8 FGF9 FGFR3 GRB2 HRAS KRAS NRAS SHC1 SOS1 REACTOME_SHC_MEDIATED_CASCADE_FGFR4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SHC_MEDIATED_CASCADE_FGFR4 FGF1 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF23 FGF4 FGF6 FGF8 FGF9 FGFR4 GRB2 HRAS KLB KRAS NRAS SHC1 SOS1 REACTOME_SHC_RELATED_EVENTS_TRIGGERED_BY_IGF1R https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SHC_RELATED_EVENTS_TRIGGERED_BY_IGF1R GRB2 HRAS IGF1 IGF1R IGF2 KRAS NRAS SHC1 SOS1 REACTOME_SIALIC_ACID_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIALIC_ACID_METABOLISM CMAS CTSA GLB1 GNE NANP NANS NEU1 NEU2 NEU3 NEU4 NPL SLC17A5 SLC35A1 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST3GAL5 ST3GAL6 ST6GAL1 ST6GAL2 ST6GALNAC1 ST6GALNAC2 ST6GALNAC3 ST6GALNAC4 ST6GALNAC5 ST6GALNAC6 ST8SIA1 ST8SIA2 ST8SIA3 ST8SIA4 ST8SIA5 ST8SIA6 REACTOME_SIGNALING_BY_ACTIVATED_POINT_MUTANTS_OF_FGFR1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_ACTIVATED_POINT_MUTANTS_OF_FGFR1 FGF1 FGF17 FGF2 FGF20 FGF23 FGF4 FGF5 FGF6 FGF8 FGF9 FGFR1 REACTOME_SIGNALING_BY_ACTIVIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_ACTIVIN ACVR1B ACVR1C ACVR2A ACVR2B DRAP1 FOXH1 FST FSTL3 INHA INHBA INHBB MAPK1 MAPK3 SMAD2 SMAD3 SMAD4 TGFBR3 REACTOME_SIGNALING_BY_ALK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_ALK ALK CD274 EP300 FRS2 HDAC1 HDAC2 HDAC3 HIF1A IL2RG IRS1 JAK3 MDK MYC MYCN PIK3CA PIK3CB PIK3R1 PIK3R2 PLCG1 PRDM1 PTN PTPN6 PTPRZ1 SHC1 SIN3A SRC STAT3 REACTOME_SIGNALING_BY_ALK_IN_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_ALK_IN_CANCER ALK ATIC BCL11A BCL2A1 BIRC6 CARS1 CEBPB CLTC CUL1 DCTN1 EEF1G EIF2AK3 EML4 FN1 FRS2 FRS3 GCC2 GRB2 HIP1 IRS1 JUNB KIF5B KLC1 LMO7 MAPK1 MAPK3 MECP2 MSN MYH9 NPM1 PIK3CA PIK3R1 PLCG1 PPFIBP1 PPM1B PRKAR1A RANBP2 RBX1 RNF213 RPS6 RRBP1 SEC31A SHC1 SKP1 SQSTM1 STAT3 STAT5A STRN TFG TPM3 TPM4 TPR VCL WDCP ZC3HC1 REACTOME_SIGNALING_BY_BMP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_BMP ACVR2A ACVR2B ACVRL1 AMH AMHR2 BMP10 BMP2 BMPR1A BMPR1B BMPR2 CER1 CHRDL1 FSTL1 GDF2 GREM2 INHA INHBA NOG SKI SMAD1 SMAD4 SMAD5 SMAD6 SMAD7 SMAD9 SMURF1 SMURF2 TGFBR3 UBE2D1 UBE2D3 ZFYVE16 REACTOME_SIGNALING_BY_BRAF_AND_RAF1_FUSIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_BRAF_AND_RAF1_FUSIONS ACTB ACTG1 AGGF1 AGK AGTRAP AKAP9 AP3B1 APBB1IP ARAF ARRB1 ARRB2 ATG7 BCL2L11 BRAF CALM1 CAMK2A CAMK2B CAMK2D CAMK2G CLCN6 CNKSR1 CNKSR2 CSK ESRP1 FAM114A2 FAM131B FGA FGB FGG FN1 FXR1 HRAS IQGAP1 ITGA2B ITGB3 JAK2 KDM7A KIAA1549 KRAS KSR1 KSR2 LMNA MAP2K1 MAP2K2 MAPK1 MAPK3 MARK3 MPRIP NRAS PAPSS1 PEBP1 QKI RAF1 RAP1A RAP1B SND1 SRC TENT4A TLN1 TRAK1 TRIM24 VCL VWF YWHAB ZC3HAV1 REACTOME_SIGNALING_BY_CSF1_M_CSF_IN_MYELOID_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_CSF1_M_CSF_IN_MYELOID_CELLS CBL CSF1 CSF1R FYN GAB2 GAB3 GRAP2 GRB2 HCK IL34 INPP5D INPPL1 KRAS LYN PIK3CA PIK3CB PIK3CG PIK3R1 PLCG2 PTPN11 RPS27A SHC1 SOS1 SRC STAT1 STAT3 THOC5 UBA52 UBB UBC YES1 REACTOME_SIGNALING_BY_CSF3_G_CSF https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_CSF3_G_CSF CSF3 CSF3R CUL5 ELOB ELOC GAB2 GRB2 HCK JAK1 JAK2 KRAS LYN PTPN11 RNF7 RPS27A SHC1 SOCS1 SOCS3 STAT1 STAT3 STAT5A STAT5B SYK TYK2 UBA52 UBB UBC UBE2D1 UBE2D2 UBE2D3 REACTOME_SIGNALING_BY_CTNNB1_PHOSPHO_SITE_MUTANTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_CTNNB1_PHOSPHO_SITE_MUTANTS AMER1 APC AXIN1 CSNK1A1 CTNNB1 GSK3B PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E REACTOME_SIGNALING_BY_CYTOSOLIC_FGFR1_FUSION_MUTANTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_CYTOSOLIC_FGFR1_FUSION_MUTANTS BCR CEP43 CNTRL CPSF6 CUX1 FGFR1OP2 GAB2 GRB2 LRRFIP1 MYO18A PIK3CA PIK3R1 STAT1 STAT3 STAT5A STAT5B TRIM24 ZMYM2 REACTOME_SIGNALING_BY_EGFR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_EGFR AAMP ADAM10 ADAM12 ADAM17 AREG ARHGEF7 BTC CBL CDC42 CSK EGF EGFR EPGN EPN1 EPS15 EPS15L1 EREG GAB1 GRB2 HBEGF HGS HRAS KRAS LRIG1 NRAS PAG1 PIK3CA PIK3R1 PLCG1 PTPN11 PTPN12 PTPN3 PTPRK PXN RPS27A SH3GL1 SH3GL2 SH3GL3 SH3KBP1 SHC1 SOS1 SPRY1 SPRY2 SRC STAM STAM2 TGFA UBA52 UBB UBC REACTOME_SIGNALING_BY_EGFR_IN_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_EGFR_IN_CANCER AREG BTC CBL CDC37 EGF EGFR EPGN EREG GAB1 GRB2 HBEGF HRAS HSP90AA1 KRAS NRAS PIK3CA PIK3R1 PLCG1 RPS27A SHC1 SOS1 TGFA UBA52 UBB UBC REACTOME_SIGNALING_BY_ERBB2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_ERBB2 AKT1 AKT2 AKT3 BTC CDC37 CUL5 DIAPH1 EGF EGFR ERBB2 ERBB3 ERBB4 ERBIN EREG FYN GAB1 GRB2 GRB7 HBEGF HRAS HSP90AA1 KRAS MATK MEMO1 NRAS NRG1 NRG2 NRG3 NRG4 PIK3CA PIK3R1 PLCG1 PRKCA PRKCD PRKCE PTK6 PTPN12 PTPN18 RHOA RNF41 RPS27A SHC1 SOS1 SRC STUB1 UBA52 UBB UBC USP8 YES1 REACTOME_SIGNALING_BY_ERBB2_ECD_MUTANTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_ERBB2_ECD_MUTANTS CDC37 EGF EGFR ERBB2 ERBIN GAB1 GRB2 HRAS HSP90AA1 KRAS NRAS PIK3CA PIK3R1 PLCG1 SHC1 SOS1 REACTOME_SIGNALING_BY_ERBB2_IN_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_ERBB2_IN_CANCER BTC CDC37 EGF EGFR ERBB2 ERBB3 ERBB4 ERBIN EREG GAB1 GRB2 HBEGF HRAS HSP90AA1 KRAS NRAS NRG1 NRG2 NRG3 NRG4 PIK3CA PIK3R1 PLCG1 PTPN12 SHC1 SOS1 REACTOME_SIGNALING_BY_ERBB4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_ERBB4 ADAM17 ADAP1 APH1A APH1B APOE BTC CSN2 CXCL12 DLG4 EGF EGFR ERBB3 ERBB4 EREG ESR1 GABRA1 GABRB1 GABRB2 GABRB3 GABRG2 GABRG3 GABRQ GFAP GRB2 HBEGF HRAS ITCH KRAS MXD4 NCOR1 NCSTN NEDD4 NRAS NRG1 NRG2 NRG3 NRG4 PGR PIK3CA PIK3R1 PSEN1 PSEN2 PSENEN RPS27A S100B SHC1 SOS1 SPARC SRC STAT5A STMN1 TAB2 UBA52 UBB UBC WWOX WWP1 YAP1 REACTOME_SIGNALING_BY_ERYTHROPOIETIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_ERYTHROPOIETIN CRKL EPO EPOR GAB1 GRB2 HRAS IRS2 JAK2 KRAS LYN NRAS PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R5 PLCG1 PLCG2 RAPGEF1 SHC1 SOS1 STAT5A STAT5B VAV1 REACTOME_SIGNALING_BY_FGFR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_FGFR ANOS1 BRAF CBL ESRP1 ESRP2 FGF1 FGF10 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFBP1 FGFBP2 FGFBP3 FGFR1 FGFR2 FGFR3 FGFR4 FGFRL1 FLRT1 FLRT2 FLRT3 FRS2 FRS3 GAB1 GALNT3 GIPC1 GRB2 GTF2F1 GTF2F2 HNRNPA1 HNRNPF HNRNPH1 HNRNPM HRAS KL KLB KRAS MAPK1 MAPK3 MKNK1 NCBP1 NCBP2 NRAS PIK3CA PIK3R1 PLCG1 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L PPP2CA PPP2CB PPP2R1A PTBP1 PTPN11 RBFOX2 RPS27A SHC1 SOS1 SPRED1 SPRED2 SPRY2 SRC TGFBR3 TIA1 TIAL1 UBA52 UBB UBC REACTOME_SIGNALING_BY_FGFR1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_FGFR1 ANOS1 BRAF CBL FGF1 FGF10 FGF17 FGF18 FGF2 FGF20 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF8 FGF9 FGFR1 FGFRL1 FLRT1 FLRT2 FLRT3 FRS2 FRS3 GAB1 GIPC1 GRB2 HRAS KL KRAS MAPK1 MAPK3 MKNK1 NRAS PIK3CA PIK3R1 PLCG1 PPP2CA PPP2CB PPP2R1A PTPN11 RPS27A SHC1 SOS1 SPRED1 SPRED2 SPRY2 SRC TGFBR3 UBA52 UBB UBC REACTOME_SIGNALING_BY_FGFR1_IN_DISEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_FGFR1_IN_DISEASE BAG4 BCR CEP43 CNTRL CPSF6 CUX1 ERLIN2 FGF1 FGF17 FGF2 FGF20 FGF23 FGF4 FGF5 FGF6 FGF8 FGF9 FGFR1 FGFR1OP2 FRS2 GAB1 GAB2 GRB2 HRAS KRAS LRRFIP1 MYO18A NRAS PIK3CA PIK3R1 PLCG1 SOS1 STAT1 STAT3 STAT5A STAT5B TRIM24 ZMYM2 REACTOME_SIGNALING_BY_FGFR2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_FGFR2 BRAF CBL ESRP1 ESRP2 FGF1 FGF10 FGF16 FGF17 FGF18 FGF2 FGF20 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFBP1 FGFBP2 FGFBP3 FGFR2 FRS2 FRS3 GAB1 GRB2 GTF2F1 GTF2F2 HNRNPA1 HNRNPF HNRNPH1 HNRNPM HRAS KRAS MAPK1 MAPK3 MKNK1 NCBP1 NCBP2 NRAS PIK3CA PIK3R1 PLCG1 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L PPP2CA PPP2CB PPP2R1A PTBP1 PTPN11 RBFOX2 RPS27A SHC1 SOS1 SPRY2 SRC TIA1 TIAL1 UBA52 UBB UBC REACTOME_SIGNALING_BY_FGFR2_IIIA_TM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_FGFR2_IIIA_TM FGF1 FGF2 FGFR2 GTF2F1 GTF2F2 NCBP1 NCBP2 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L REACTOME_SIGNALING_BY_FGFR2_IN_DISEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_FGFR2_IN_DISEASE FGF1 FGF10 FGF16 FGF17 FGF18 FGF2 FGF20 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR2 FRS2 GAB1 GRB2 GTF2F1 GTF2F2 HRAS KRAS NCBP1 NCBP2 NRAS PIK3CA PIK3R1 PLCG1 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L SOS1 REACTOME_SIGNALING_BY_FGFR3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_FGFR3 BRAF CBL FGF1 FGF16 FGF17 FGF18 FGF2 FGF20 FGF23 FGF4 FGF5 FGF8 FGF9 FGFR3 FRS2 FRS3 GAB1 GALNT3 GRB2 HRAS KRAS MAPK1 MAPK3 MKNK1 NRAS PIK3CA PIK3R1 PLCG1 PPP2CA PPP2CB PPP2R1A PTPN11 RPS27A SHC1 SOS1 SPRY2 SRC UBA52 UBB UBC REACTOME_SIGNALING_BY_FGFR4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_FGFR4 BRAF CBL FGF1 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF23 FGF4 FGF6 FGF8 FGF9 FGFR4 FRS2 FRS3 GAB1 GRB2 HRAS KLB KRAS MAPK1 MAPK3 MKNK1 NRAS PIK3CA PIK3R1 PLCG1 PPP2CA PPP2CB PPP2R1A PTPN11 RPS27A SHC1 SOS1 SPRY2 SRC UBA52 UBB UBC REACTOME_SIGNALING_BY_FGFR4_IN_DISEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_FGFR4_IN_DISEASE FGFR4 FRS2 GAB1 GRB2 HRAS KRAS NRAS PIK3CA PIK3R1 PLCG1 SOS1 REACTOME_SIGNALING_BY_FGFR_IN_DISEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_FGFR_IN_DISEASE BAG4 BCR CEP43 CNTRL CPSF6 CUX1 ERLIN2 FGF1 FGF10 FGF16 FGF17 FGF18 FGF2 FGF20 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FGFR1OP2 FGFR2 FGFR3 FGFR4 FRS2 GAB1 GAB2 GRB2 GTF2F1 GTF2F2 HRAS KRAS LRRFIP1 MYO18A NCBP1 NCBP2 NRAS PIK3CA PIK3R1 PLCG1 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L SOS1 STAT1 STAT3 STAT5A STAT5B TRIM24 ZMYM2 REACTOME_SIGNALING_BY_FLT3_FUSION_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_FLT3_FUSION_PROTEINS CDKN1A ETV6 GAB2 GOLGB1 GRB2 HRAS KRAS MYO18A NOX4 NRAS PIK3CA PIK3R1 PIM1 SOS1 SPTBN1 STAT5A STAT5B TRIP11 ZMYM2 REACTOME_SIGNALING_BY_FLT3_ITD_AND_TKD_MUTANTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_FLT3_ITD_AND_TKD_MUTANTS BCL2L1 CDKN1A FLT3 GAB2 GRB2 HRAS KRAS NOX4 NRAS PIK3CA PIK3R1 PIM1 PTPN11 SOS1 STAT5A STAT5B REACTOME_SIGNALING_BY_GPCR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_GPCR ABHD12 ABHD6 ABR ACKR1 ACKR2 ACKR3 ACKR4 ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ADCYAP1 ADCYAP1R1 ADGRE1 ADGRE2 ADGRE3 ADGRE5 ADM ADM2 ADORA1 ADORA2A ADORA2B ADORA3 ADRA1A ADRA1B ADRA1D ADRA2A ADRA2B ADRA2C ADRB1 ADRB2 ADRB3 AGT AGTR1 AGTR2 AHCYL1 AKAP13 AKT1 AKT2 AKT3 ANXA1 APLN APLNR APP ARHGEF1 ARHGEF10 ARHGEF10L ARHGEF11 ARHGEF12 ARHGEF15 ARHGEF16 ARHGEF17 ARHGEF18 ARHGEF19 ARHGEF2 ARHGEF25 ARHGEF26 ARHGEF3 ARHGEF33 ARHGEF35 ARHGEF37 ARHGEF38 ARHGEF39 ARHGEF4 ARHGEF40 ARHGEF5 ARHGEF6 ARHGEF7 ARHGEF9 ARRB1 ARRB2 AVP AVPR1A AVPR1B AVPR2 BDKRB1 BDKRB2 BRS3 BTK C3 C3AR1 C5 C5AR1 C5AR2 CALCA CALCB CALCR CALCRL CALM1 CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 CAMKK1 CAMKK2 CASR CCK CCKAR CCKBR CCL1 CCL11 CCL13 CCL16 CCL17 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL25 CCL27 CCL28 CCL3 CCL3L1 CCL3L3 CCL4 CCL4L2 CCL5 CCL7 CCR1 CCR10 CCR2 CCR3 CCR4 CCR5 CCR6 CCR7 CCR8 CCR9 CCRL2 CD55 CDC42 CDK5 CGA CHRM1 CHRM2 CHRM3 CHRM4 CHRM5 CMKLR1 CNR1 CNR2 CORT CREB1 CRH CRHBP CRHR1 CRHR2 CX3CL1 CX3CR1 CXCL1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL16 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 CXCR1 CXCR2 CXCR3 CXCR4 CXCR5 CXCR6 CYSLTR1 CYSLTR2 DAGLA DAGLB DGKA DGKB DGKD DGKE DGKG DGKH DGKI DGKK DGKQ DGKZ DHH DRD1 DRD2 DRD3 DRD4 DRD5 ECE1 ECE2 ECT2 EDN1 EDN2 EDN3 EDNRA EDNRB EGFR F2 F2R F2RL1 F2RL2 F2RL3 FFAR1 FFAR2 FFAR3 FFAR4 FGD1 FGD2 FGD3 FGD4 FN1 FPR1 FPR2 FPR3 FSHB FSHR FZD1 FZD10 FZD2 FZD3 FZD4 FZD5 FZD6 FZD7 FZD8 FZD9 GABBR1 GABBR2 GAL GALR1 GALR2 GALR3 GAST GCG GCGR GHRH GHRHR GHRL GHSR GIP GIPR GLP1R GLP2R GNA11 GNA12 GNA13 GNA14 GNA15 GNAI1 GNAI2 GNAI3 GNAL GNAQ GNAS GNAT1 GNAT2 GNAT3 GNAZ GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 GNRH1 GNRH2 GNRHR GPBAR1 GPER1 GPHA2 GPHB5 GPR132 GPR143 GPR15 GPR150 GPR17 GPR176 GPR18 GPR183 GPR20 GPR25 GPR27 GPR31 GPR32 GPR35 GPR37 GPR37L1 GPR39 GPR4 GPR45 GPR55 GPR65 GPR68 GPR83 GPR84 GPRC6A GPSM1 GPSM2 GPSM3 GRB2 GRK2 GRK3 GRK5 GRK6 GRM1 GRM2 GRM3 GRM4 GRM5 GRM6 GRM7 GRM8 GRP GRPR HBEGF HCAR1 HCAR2 HCAR3 HCRT HCRTR1 HCRTR2 HEBP1 HRAS HRH1 HRH2 HRH3 HRH4 HTR1A HTR1B HTR1D HTR1E HTR1F HTR2A HTR2B HTR2C HTR4 HTR5A HTR6 HTR7 IAPP IHH INSL3 INSL5 ITGA5 ITGB1 ITPR1 ITPR2 ITPR3 ITSN1 KALRN KEL KISS1 KISS1R KNG1 KPNA2 KRAS LHB LHCGR LPAR1 LPAR2 LPAR3 LPAR4 LPAR5 LPAR6 LTB4R LTB4R2 MAPK1 MAPK3 MAPK7 MC1R MC2R MC3R MC4R MC5R MCF2 MCF2L MCHR1 MCHR2 MGLL MLN MLNR MMP3 MTNR1A MTNR1B NBEA NET1 NGEF NLN NMB NMBR NMS NMU NMUR1 NMUR2 NPB NPBWR1 NPBWR2 NPFF NPFFR1 NPFFR2 NPS NPSR1 NPW NPY NPY1R NPY2R NPY4R NPY5R NRAS NTS NTSR1 NTSR2 OBSCN OPN1LW OPN1MW OPN1SW OPN3 OPN4 OPN5 OPRD1 OPRK1 OPRL1 OPRM1 OXER1 OXGR1 OXT OXTR P2RY1 P2RY10 P2RY11 P2RY12 P2RY13 P2RY14 P2RY2 P2RY4 P2RY6 PAK1 PCP2 PDE10A PDE11A PDE1A PDE1B PDE1C PDE2A PDE3A PDE3B PDE4A PDE4B PDE4C PDE4D PDE7A PDE7B PDE8A PDE8B PDPK1 PDYN PENK PF4 PIK3CA PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PIK3R6 PLA2G4A PLCB1 PLCB2 PLCB3 PLCB4 PLEKHG2 PLEKHG5 PLPPR1 PLPPR2 PLPPR3 PLPPR4 PLPPR5 PLXNB1 PMCH PNOC POMC PPBP PPP1CA PPP1R1B PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5D PPP3CA PPP3CB PPP3CC PPP3R1 PPY PREX1 PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCA PRKCB PRKCD PRKCE PRKCG PRKCH PRKCQ PRKX PRLH PRLHR PROK1 PROK2 PROKR1 PROKR2 PSAP PTAFR PTCH1 PTCH2 PTGDR PTGDR2 PTGER1 PTGER2 PTGER3 PTGER4 PTGFR PTGIR PTH PTH1R PTH2 PTH2R PTHLH PYY QRFP QRFPR RAMP1 RAMP2 RAMP3 RASGRF2 RASGRP1 RASGRP2 RGR RGS1 RGS10 RGS11 RGS12 RGS13 RGS14 RGS16 RGS17 RGS18 RGS19 RGS2 RGS20 RGS21 RGS22 RGS3 RGS4 RGS5 RGS6 RGS7 RGS8 RGS9 RGSL1 RHO RHOA RHOB RHOC RLN2 RLN3 ROCK1 ROCK2 RPS6KA1 RPS6KA2 RPS6KA3 RRH RXFP1 RXFP2 RXFP3 RXFP4 S1PR1 S1PR2 S1PR3 S1PR4 S1PR5 SAA1 SCT SCTR SHC1 SHH SMO SOS1 SOS2 SRC SST SSTR1 SSTR2 SSTR3 SSTR4 SSTR5 SUCNR1 TAAR1 TAAR2 TAAR5 TAAR6 TAAR8 TAAR9 TAC1 TAC3 TACR1 TACR2 TACR3 TAS1R1 TAS1R2 TAS1R3 TAS2R1 TAS2R10 TAS2R13 TAS2R14 TAS2R16 TAS2R19 TAS2R20 TAS2R3 TAS2R30 TAS2R31 TAS2R38 TAS2R39 TAS2R4 TAS2R40 TAS2R41 TAS2R42 TAS2R43 TAS2R46 TAS2R5 TAS2R50 TAS2R60 TAS2R7 TAS2R8 TAS2R9 TBXA2R TIAM1 TIAM2 TRH TRHR TRIO TRPC3 TRPC6 TRPC7 TSHB TSHR UCN UCN2 UCN3 UTS2 UTS2B UTS2R VAV1 VAV2 VAV3 VIP VIPR1 VIPR2 WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT6 WNT7A WNT7B WNT8A WNT8B WNT9A WNT9B XCL1 XCL2 XCR1 XK REACTOME_SIGNALING_BY_HEDGEHOG https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_HEDGEHOG ADAM17 ADCY1 ADCY10 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ARRB1 ARRB2 BOC BTRC CDC73 CDON CSNK1A1 CUL1 CUL3 DERL2 DHH DISP2 DYNC2H1 DZIP1 EFCAB7 ERLEC1 EVC EVC2 FUZ GAS1 GAS8 GLI1 GLI2 GLI3 GNAS GPC5 GPR161 GRK2 GSK3B HHAT HHIP IFT122 IFT140 IFT172 IFT52 IFT57 IFT88 IHH INTU IQCE ITCH KIF3A KIF7 MKS1 NOTUM NUMB OFD1 OS9 P4HB PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTCH1 PTCH2 RBX1 RPGRIP1L RPS27A SCUBE2 SEL1L SEM1 SHH SKP1 SMO SMURF1 SMURF2 SPOP SPOPL SUFU SYVN1 TTC21B TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA4A TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TULP3 UBA52 UBB UBC ULK3 VCP WDR19 WDR35 REACTOME_SIGNALING_BY_HIPPO https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_HIPPO AMOT AMOTL1 AMOTL2 CASP3 DVL2 LATS1 LATS2 MOB1A MOB1B NPHP4 SAV1 STK3 STK4 TJP1 TJP2 WWC1 WWTR1 YAP1 YWHAB YWHAE REACTOME_SIGNALING_BY_INSULIN_RECEPTOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_INSULIN_RECEPTOR AKT2 ATP6AP1 ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1C2 ATP6V1D ATP6V1E1 ATP6V1E2 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1G3 ATP6V1H CTSD FGF1 FGF10 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFR4 FLT3 FLT3LG FRS2 GAB1 GAB2 GRB10 GRB2 HRAS IDE INS INSR IRS1 IRS2 KL KLB KRAS MAPK1 MAPK3 NRAS PDE3B PDPK1 PIK3C3 PIK3CA PIK3CB PIK3R1 PIK3R2 PIK3R4 PTPN1 PTPN11 PTPRF SHC1 SOS1 TCIRG1 THEM4 TLR9 TRIB3 REACTOME_SIGNALING_BY_INTERLEUKINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_INTERLEUKINS AGER AIP AKT1 ALOX15 ALOX5 ALPK1 ANXA1 ANXA2 APP ARF1 ATF1 ATF2 BATF BCL2 BCL2L1 BCL6 BIRC5 BLNK BOLA2 BOLA2B BRWD1 BTRC CA1 CANX CAPZA1 CASP1 CASP3 CASP8 CBL CCL11 CCL19 CCL2 CCL20 CCL22 CCL3 CCL3L1 CCL3L3 CCL4 CCL5 CCND1 CCR1 CCR2 CCR5 CD36 CD4 CD80 CD86 CDC42 CDKN1A CEBPD CFL1 CHUK CISH CLCF1 CNN2 CNTF CNTFR COL1A2 CREB1 CRK CRKL CRLF1 CRLF2 CSF1 CSF1R CSF2 CSF2RA CSF2RB CSF3 CSF3R CTF1 CTSG CUL1 CXCL1 CXCL10 CXCL2 CXCL8 DUSP3 DUSP4 DUSP6 DUSP7 EBI3 ELK1 F13A1 FASLG FBXW11 FCER2 FGF2 FN1 FOS FOXO1 FOXO3 FPR1 FSCN1 FYN GAB2 GATA3 GRB2 GSDMD GSTA2 GSTO1 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 HAVCR2 HCK HGF HIF1A HMGB1 HMOX1 HNRNPA2B1 HNRNPDL HNRNPF HSP90AA1 HSP90B1 HSPA8 HSPA9 ICAM1 IFNG IFNL1 IFNL2 IFNL3 IFNLR1 IGHE IGHG1 IGHG4 IKBIP IKBKB IKBKG IL10 IL10RA IL10RB IL11 IL11RA IL12A IL12B IL12RB1 IL12RB2 IL13 IL13RA1 IL13RA2 IL15 IL15RA IL16 IL17A IL17C IL17F IL17RA IL17RB IL17RC IL17RE IL18 IL18BP IL18R1 IL18RAP IL19 IL1A IL1B IL1F10 IL1R1 IL1R2 IL1RAP IL1RAPL1 IL1RL1 IL1RL2 IL1RN IL2 IL20 IL20RA IL20RB IL21 IL21R IL22 IL22RA1 IL22RA2 IL23A IL23R IL24 IL25 IL26 IL27 IL27RA IL2RA IL2RB IL2RG IL3 IL31 IL31RA IL32 IL33 IL34 IL36A IL36B IL36G IL36RN IL37 IL3RA IL4 IL4R IL5 IL5RA IL6 IL6R IL6ST IL7 IL7R IL9 IL9R INPP5D INPPL1 IRAK1 IRAK2 IRAK3 IRAK4 IRF4 IRS1 IRS2 ITGAM ITGAX ITGB1 ITGB2 JAK1 JAK2 JAK3 JUN JUNB LAMA5 LBP LCK LCN2 LCP1 LGALS9 LIF LIFR LMNB1 LRRC14 LYN MAOA MAP2K1 MAP2K3 MAP2K4 MAP2K6 MAP2K7 MAP3K3 MAP3K7 MAP3K8 MAPK1 MAPK10 MAPK11 MAPK14 MAPK3 MAPK7 MAPK8 MAPK9 MAPKAPK2 MAPKAPK3 MCL1 MEF2A MEF2C MIF MMP1 MMP2 MMP3 MMP9 MSN MTAP MUC1 MYC MYD88 N4BP1 NANOG NDN NFKB1 NFKB2 NFKBIA NFKBIB NKIRAS1 NKIRAS2 NLRC5 NLRX1 NOD1 NOD2 NOS2 OPRD1 OPRM1 OSM OSMR P4HB PAK2 PDCD4 PELI1 PELI2 PELI3 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PIM1 PITPNA POMC POU2F1 PPIA PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5D PRKACA PRTN3 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTAFR PTGS2 PTK2B PTPN11 PTPN12 PTPN13 PTPN14 PTPN18 PTPN2 PTPN20 PTPN23 PTPN4 PTPN5 PTPN6 PTPN7 PTPN9 PTPRZ1 RAG1 RAG2 RALA RAP1B RAPGEF1 RBX1 RELA RHOU RIPK2 RORA RORC RPLP0 RPS27A RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA5 S100A12 S100B S1PR1 SAA1 SDC1 SEM1 SERPINB2 SHC1 SIGIRR SKP1 SMAD3 SMARCA4 SNAP25 SNRPA1 SOCS1 SOCS2 SOCS3 SOCS5 SOD1 SOD2 SOS1 SOS2 SOX2 SQSTM1 STAT1 STAT2 STAT3 STAT4 STAT5A STAT5B STAT6 STX1A STX3 STX4 STXBP2 SYK TAB1 TAB2 TAB3 TALDO1 TBK1 TCP1 TEC TGFB1 TIFA TIMP1 TNF TNFRSF1A TNFRSF1B TNIP2 TOLLIP TP53 TRAF2 TRAF6 TSLP TWIST1 TXLNA TYK2 UBA52 UBB UBC UBE2N UBE2V1 USP14 USP18 VAMP2 VAMP7 VAV1 VCAM1 VEGFA VIM VRK3 YES1 YWHAZ ZEB1 REACTOME_SIGNALING_BY_KIT_IN_DISEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_KIT_IN_DISEASE FYN GRB2 HRAS JAK2 KIT KRAS LCK LYN NRAS PIK3CA PIK3R1 PIK3R2 PIK3R3 SOS1 SRC STAT1 STAT3 STAT5A STAT5B YES1 REACTOME_SIGNALING_BY_LEPTIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_LEPTIN IRS1 IRS2 JAK2 LEP LEPR PTPN11 SH2B1 SOCS3 STAT3 STAT5A STAT5B REACTOME_SIGNALING_BY_LRP5_MUTANTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_LRP5_MUTANTS DKK1 DKK2 DKK4 KREMEN1 KREMEN2 LRP5 REACTOME_SIGNALING_BY_MAPK_MUTANTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_MAPK_MUTANTS DUSP10 DUSP16 DUSP6 DUSP7 DUSP8 DUSP9 MAPK1 REACTOME_SIGNALING_BY_MEMBRANE_TETHERED_FUSIONS_OF_PDGFRA_OR_PDGFRB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_MEMBRANE_TETHERED_FUSIONS_OF_PDGFRA_OR_PDGFRB BIN2 ETV6 GOLGA4 KANK1 KDR REACTOME_SIGNALING_BY_MET https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_MET ARF6 CBL COL11A1 COL11A2 COL1A1 COL1A2 COL24A1 COL27A1 COL2A1 COL3A1 COL5A1 COL5A2 COL5A3 CRK CRKL DOCK7 EPS15 FN1 GAB1 GGA3 GRB2 HGF HGFAC HGS HPN HRAS ITGA2 ITGA3 ITGB1 KRAS LAMA1 LAMA2 LAMA3 LAMA4 LAMA5 LAMB1 LAMB2 LAMB3 LAMC1 LAMC2 LAMC3 LRIG1 MET MUC20 NRAS PIK3CA PIK3R1 PTK2 PTPN1 PTPN11 PTPN2 PTPRJ RAB4A RAB4B RAC1 RANBP10 RANBP9 RAP1A RAP1B RAPGEF1 RPS27A SH3GL1 SH3GL2 SH3GL3 SH3KBP1 SHC1 SOS1 SPINT1 SPINT2 SRC STAM STAM2 STAT3 TNS3 TNS4 UBA52 UBB UBC USP8 REACTOME_SIGNALING_BY_MODERATE_KINASE_ACTIVITY_BRAF_MUTANTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_MODERATE_KINASE_ACTIVITY_BRAF_MUTANTS ACTB ACTG1 APBB1IP ARAF ARRB1 ARRB2 BRAF BRAP CALM1 CAMK2A CAMK2B CAMK2D CAMK2G CNKSR1 CNKSR2 CSK FGA FGB FGG FN1 HRAS IQGAP1 ITGA2B ITGB3 JAK2 KRAS KSR1 KSR2 MAP2K1 MAP2K2 MAP3K11 MAPK1 MAPK3 MARK3 NRAS PEBP1 PHB1 RAF1 RAP1A RAP1B SRC TLN1 VCL VWF YWHAB REACTOME_SIGNALING_BY_MRAS_COMPLEX_MUTANTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_MRAS_COMPLEX_MUTANTS ARAF BRAF MRAS PPP1CB PPP1CC RAF1 SHOC2 YWHAB REACTOME_SIGNALING_BY_MST1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_MST1 HPN MST1 MST1R SPINT1 SPINT2 REACTOME_SIGNALING_BY_NODAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_NODAL ACVR1B ACVR1C ACVR2A ACVR2B CER1 CFC1 DAND5 DRAP1 FOXH1 FOXO3 FURIN GDF1 LEFTY1 LEFTY2 MAPK1 MAPK3 NODAL PCSK6 SMAD2 SMAD3 SMAD4 TDGF1 TDGF1P3 REACTOME_SIGNALING_BY_NOTCH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_NOTCH ACTA2 ADAM10 ADAM17 AGO1 AGO2 AGO3 AGO4 AKT1 APH1A APH1B ARRB1 ARRB2 ATP2A1 ATP2A2 ATP2A3 B4GALT1 CCNC CCND1 CDK8 CNTN1 CREB1 CREBBP CUL1 DLGAP5 DLK1 DLL1 DLL4 DNER DTX1 DTX2 DTX4 E2F1 E2F3 EGF EGFR ELF3 EP300 FABP7 FBXW7 FCER2 FLT4 FURIN GZMB H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HDAC1 HDAC10 HDAC11 HDAC2 HDAC3 HDAC4 HDAC5 HDAC6 HDAC7 HDAC8 HDAC9 HES1 HES5 HEY1 HEY2 HEYL HIF1A IKZF1 ITCH JAG1 JAG2 JUN KAT2A KAT2B LFNG MAML1 MAML2 MAML3 MAMLD1 MDK MFNG MIB1 MIB2 MIR150 MIR181C MIR200B MIR200C MIR206 MIR302A MIR34B MIR34C MIR449A MIR449B MIR449C MOV10 MYC NBEA NCOR1 NCOR2 NCSTN NEURL1 NEURL1B NOTCH1 NOTCH2 NOTCH3 NOTCH4 NUMB PBX1 PLXND1 POFUT1 POGLUT1 PRKCI PSEN1 PSEN2 PSENEN PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMB1 PSMB10 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSMF1 PTCRA RAB6A RBPJ RBX1 RFNG RPS27A RUNX1 SEL1L SEM1 SIRT6 SKP1 SMAD3 SNW1 ST3GAL3 ST3GAL4 ST3GAL6 STAT1 TACC3 TBL1X TBL1XR1 TFDP1 TFDP2 TLE1 TLE2 TLE3 TLE4 TMED2 TNRC6A TNRC6B TNRC6C TP53 UBA52 UBB UBC WWC1 WWP2 YBX1 YWHAZ REACTOME_SIGNALING_BY_NOTCH1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_NOTCH1 ADAM10 ADAM17 APH1A APH1B ARRB1 ARRB2 CCNC CDK8 CNTN1 CREBBP CUL1 DLK1 DLL1 DLL4 DNER DTX1 DTX2 DTX4 EP300 FBXW7 HDAC1 HDAC10 HDAC11 HDAC2 HDAC3 HDAC4 HDAC5 HDAC6 HDAC7 HDAC8 HDAC9 HES1 HES5 HEY1 HEY2 HEYL HIF1A ITCH JAG1 JAG2 KAT2A KAT2B MAML1 MAML2 MAML3 MAMLD1 MIB1 MIB2 MYC NBEA NCOR1 NCOR2 NCSTN NEURL1 NEURL1B NOTCH1 NUMB PSEN1 PSEN2 PSENEN RBPJ RBX1 RPS27A SKP1 SNW1 TBL1X TBL1XR1 TLE1 TLE2 TLE3 TLE4 UBA52 UBB UBC REACTOME_SIGNALING_BY_NOTCH1_HD_DOMAIN_MUTANTS_IN_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_NOTCH1_HD_DOMAIN_MUTANTS_IN_CANCER ADAM10 ADAM17 DLL1 DLL4 JAG1 JAG2 MIB1 MIB2 NEURL1 NEURL1B NOTCH1 RPS27A UBA52 UBB UBC REACTOME_SIGNALING_BY_NOTCH1_PEST_DOMAIN_MUTANTS_IN_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_NOTCH1_PEST_DOMAIN_MUTANTS_IN_CANCER ADAM10 ADAM17 APH1A APH1B CCNC CDK8 CREBBP CUL1 DLL1 DLL4 EP300 FBXW7 HDAC1 HDAC10 HDAC11 HDAC2 HDAC3 HDAC4 HDAC5 HDAC6 HDAC7 HDAC8 HDAC9 HES1 HES5 HEY1 HEY2 HEYL JAG1 JAG2 KAT2A KAT2B MAML1 MAML2 MAML3 MAMLD1 MIB1 MIB2 MYC NCOR1 NCOR2 NCSTN NEURL1 NEURL1B NOTCH1 PSEN1 PSEN2 PSENEN RBPJ RBX1 RPS27A SKP1 SNW1 TBL1X TBL1XR1 UBA52 UBB UBC REACTOME_SIGNALING_BY_NOTCH1_T_7_9_NOTCH1_M1580_K2555_TRANSLOCATION_MUTANT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_NOTCH1_T_7_9_NOTCH1_M1580_K2555_TRANSLOCATION_MUTANT ADAM10 ADAM17 DLL1 DLL4 JAG1 JAG2 NOTCH1 REACTOME_SIGNALING_BY_NOTCH2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_NOTCH2 ADAM10 APH1A APH1B CNTN1 CREB1 DLL1 DLL4 EP300 FCER2 GZMB HES1 HES5 JAG1 JAG2 MAML1 MAML2 MAML3 MAMLD1 MDK MIB1 MIB2 NCSTN NEURL1 NEURL1B NOTCH2 PSEN1 PSEN2 PSENEN RBPJ RPS27A UBA52 UBB UBC REACTOME_SIGNALING_BY_NOTCH3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_NOTCH3 ADAM10 APH1A APH1B CREBBP DLGAP5 DLL1 DLL4 EGF EGFR EP300 FABP7 HES1 HES5 HEY1 HEY2 HEYL IKZF1 JAG1 JAG2 KAT2A KAT2B MAML1 MAML2 MAML3 MAMLD1 MIB1 MIB2 NCSTN NEURL1 NEURL1B NOTCH1 NOTCH3 PBX1 PLXND1 PSEN1 PSEN2 PSENEN PTCRA RBPJ RPS27A SNW1 STAT1 TACC3 UBA52 UBB UBC WWC1 WWP2 YBX1 REACTOME_SIGNALING_BY_NOTCH4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_NOTCH4 ACTA2 ADAM10 AKT1 APH1A APH1B CREBBP CUL1 DLL4 EP300 FBXW7 FLT4 HES1 HES5 HEY1 HEY2 JAG1 KAT2A KAT2B MAML1 MAML2 MAML3 MAMLD1 NCSTN NOTCH1 NOTCH2 NOTCH4 PSEN1 PSEN2 PSENEN PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMB1 PSMB10 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSMF1 RBPJ RBX1 RPS27A SEM1 SKP1 SMAD3 SNW1 TACC3 UBA52 UBB UBC YWHAZ REACTOME_SIGNALING_BY_NTRK2_TRKB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_NTRK2_TRKB BDNF CDK5 CDK5R1 DOCK3 FRS2 FRS3 FYN GAB1 GRB2 GRIN2B HRAS KRAS NRAS NTF3 NTF4 NTRK2 PIK3CA PIK3R1 PLCG1 PTPN11 RAC1 SHC1 SOS1 SRC TIAM1 REACTOME_SIGNALING_BY_NTRK3_TRKC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_NTRK3_TRKC BAX GRB2 HRAS IRS1 KRAS NELFB NRAS NTF3 NTRK3 PIK3CA PIK3R1 PLCG1 PTPRO PTPRS SHC1 SOS1 SRC REACTOME_SIGNALING_BY_NTRKS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_NTRKS ADCYAP1 ADCYAP1R1 ADORA2A AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 ARC ASCL1 ATF1 ATF2 BAX BDNF BRAF CDK5 CDK5R1 CDK5R2 CHD4 CLTA CLTC CREB1 CRK CRKL DNAL4 DNM1 DNM2 DNM3 DOCK3 DUSP3 DUSP4 DUSP6 DUSP7 EGR1 EGR2 EGR3 EGR4 ELK1 EP300 F3 FOS FOSB FOSL1 FRS2 FRS3 FURIN FYN GAB1 GRB2 GRIN2B HRAS ID1 ID2 ID3 ID4 IRS1 IRS2 JUNB JUND KIDINS220 KRAS LYL1 MAP2K1 MAP2K2 MAP2K5 MAPK1 MAPK11 MAPK12 MAPK13 MAPK14 MAPK3 MAPK7 MAPKAPK2 MAPKAPK3 MEF2A MEF2C MEF2D NAB1 NAB2 NELFB NGF NRAS NTF3 NTF4 NTRK1 NTRK2 NTRK3 PCSK5 PCSK6 PIK3CA PIK3CB PIK3R1 PIK3R2 PLCG1 PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5D PTPN11 PTPRO PTPRS RAC1 RALA RALB RALGDS RAP1A RAPGEF1 REST RHOA RIT1 RIT2 RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA5 RRAD SGK1 SH3GL2 SH3GL3 SHC1 SHC2 SHC3 SOS1 SRC SRF STAT3 TCF12 TIAM1 TPH1 TRIB1 VGF VRK3 YWHAB REACTOME_SIGNALING_BY_NUCLEAR_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_NUCLEAR_RECEPTORS ABCA1 ABCG1 ABCG5 ABCG8 ADH1A ADH1C ADH4 AGO1 AGO2 AGO3 AGO4 AKR1C3 AKT1 AKT2 AKT3 ALDH1A1 ALDH1A2 ALDH1A3 ALDH8A1 ANGPTL3 APOC1 APOC2 APOC4 APOD APOE AREG ARL4C ATF2 AXIN1 BCL2 BTC CALM1 CARM1 CAV1 CAV2 CBFB CCND1 CCNT1 CDK9 CDKN1B CETP CHD1 CITED1 CPT1A CPT1B CRABP1 CRABP2 CREB1 CREBBP CTSD CXCL12 CXXC5 CYP26A1 CYP26B1 CYP26C1 DDX5 DHRS3 DHRS4 DHRS9 DLAT DLD EBAG9 EEPD1 EGF EGFR ELK1 EP300 EPGN ERBB4 EREG ESR1 ESR2 FABP5 FABP6 FASN FKBP4 FKBP5 FOS FOSB FOXA1 FOXO3 GATA3 GNAI1 GNAI2 GNAI3 GNAT3 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 GPAM GPS2 GREB1 GTF2A1 GTF2A2 GTF2F1 GTF2F2 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HBEGF HDAC1 HDAC3 HRAS HSP90AA1 HSP90AB1 HSPB1 IGF1R JUN JUND KANK1 KAT2B KAT5 KCTD6 KDM1A KDM1B KDM3A KDM4A KDM4B KPNA2 KRAS MAPK1 MAPK3 MED1 MMP2 MMP3 MMP7 MMP9 MOV10 MYB MYC MYLIP NCOA1 NCOA2 NCOA3 NCOR1 NCOR2 NOS3 NR1H2 NR1H3 NR5A2 NRAS NRIP1 PCK1 PDHA1 PDHA2 PDHB PDHX PDK1 PDK2 PDK3 PDK4 PDPK1 PGR PIK3CA PIK3R1 PIK3R2 PIK3R3 PLIN1 PLTP POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L POU2F1 PPARD PPID PPP5C PRKCZ PRMT1 PTGES3 PTK2 RAD21 RARA RARB RARG RDH10 RDH11 RDH13 RDH14 RDH16 RDH5 RUNX1 RXRA RXRB RXRG S1PR3 SCD SDR16C5 SHC1 SMC1A SMC3 SP1 SPHK1 SRC SREBF1 SRF STAG1 STAG2 STRN TBL1X TBL1XR1 TBP TFF1 TFF3 TGFA TLE3 TNRC6A TNRC6B TNRC6C UGT1A3 UHMK1 USF1 USF2 XPO1 YY1 ZDHHC21 ZDHHC7 ZNF217 REACTOME_SIGNALING_BY_PDGF https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_PDGF BCAR1 COL2A1 COL3A1 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL5A1 COL5A2 COL5A3 COL6A1 COL6A2 COL6A3 COL6A5 COL6A6 COL9A1 COL9A2 COL9A3 CRK CRKL FURIN GRB2 GRB7 HRAS KRAS NCK1 NCK2 NRAS PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PIK3CA PIK3CB PIK3R1 PIK3R2 PLAT PLCG1 PLG PTPN11 PTPN12 RAPGEF1 RASA1 SOS1 SPP1 SRC STAT1 STAT3 STAT5A STAT5B STAT6 THBS1 THBS2 THBS3 THBS4 REACTOME_SIGNALING_BY_PDGFRA_TRANSMEMBRANE_JUXTAMEMBRANE_AND_KINASE_DOMAIN_MUTANTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_PDGFRA_TRANSMEMBRANE_JUXTAMEMBRANE_AND_KINASE_DOMAIN_MUTANTS GRB2 HRAS KRAS NRAS PDGFRA PIK3CA PIK3CB PIK3R1 PIK3R2 SOS1 STAT1 STAT3 REACTOME_SIGNALING_BY_PDGFR_IN_DISEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_PDGFR_IN_DISEASE BIN2 ETV6 FIP1L1 GOLGA4 GRB2 HRAS KANK1 KDR KRAS NRAS PDGFRA PIK3CA PIK3CB PIK3R1 PIK3R2 SOS1 STAT1 STAT3 STRN WDR48 REACTOME_SIGNALING_BY_PTK6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_PTK6 AKT1 ARAP1 ARHGAP35 BCAR1 BTC CBL CCND1 CCNE1 CDK2 CDK4 CDKN1B CRK DOCK1 DOK1 EGF EGFR ELMO1 ELMO2 EPAS1 ERBB2 ERBB3 ERBB4 EREG GPNMB HBEGF HIF1A HRAS KHDRBS1 KHDRBS2 KHDRBS3 KRAS LRRK2 NR3C1 NRAS NRG1 NRG2 NRG3 NRG4 PELP1 PTK6 PTPN1 PXN RAC1 RASA1 RHOA RPS27A SFPQ SOCS3 SRMS STAP2 STAT3 UBA52 UBB UBC REACTOME_SIGNALING_BY_RECEPTOR_TYROSINE_KINASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_RECEPTOR_TYROSINE_KINASES AAMP ABI1 ABI2 ACTB ACTG1 ADAM10 ADAM12 ADAM17 ADAP1 ADCYAP1 ADCYAP1R1 ADORA2A AHCYL1 AKT1 AKT2 AKT3 ALK ANOS1 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 APH1A APH1B APOE ARC AREG ARF6 ARHGEF7 ASCL1 ATF1 ATF2 ATP6AP1 ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1C2 ATP6V1D ATP6V1E1 ATP6V1E2 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1G3 ATP6V1H AXL BAIAP2 BAX BCAR1 BDNF BRAF BRK1 BTC CALM1 CAV1 CBL CD274 CDC37 CDC42 CDH5 CDK5 CDK5R1 CDK5R2 CHD4 CHEK1 CILP CLTA CLTC CMA1 COL11A1 COL11A2 COL1A1 COL1A2 COL24A1 COL27A1 COL2A1 COL3A1 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL5A1 COL5A2 COL5A3 COL6A1 COL6A2 COL6A3 COL6A5 COL6A6 COL9A1 COL9A2 COL9A3 CREB1 CRK CRKL CSK CSN2 CTNNA1 CTNNB1 CTNND1 CTSD CUL5 CXCL12 CYBA CYBB CYFIP1 CYFIP2 DIAPH1 DLG4 DNAL4 DNM1 DNM2 DNM3 DOCK1 DOCK3 DOCK7 DUSP3 DUSP4 DUSP6 DUSP7 EGF EGFR EGR1 EGR2 EGR3 EGR4 ELK1 ELMO1 ELMO2 EP300 EPGN EPN1 EPS15 EPS15L1 ERBB2 ERBB3 ERBB4 ERBIN EREG ESR1 ESRP1 ESRP2 F3 FER FES FGF1 FGF10 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFBP1 FGFBP2 FGFBP3 FGFR1 FGFR2 FGFR3 FGFR4 FGFRL1 FLRT1 FLRT2 FLRT3 FLT1 FLT3 FLT3LG FLT4 FN1 FOS FOSB FOSL1 FRS2 FRS3 FURIN FYN GAB1 GAB2 GABRA1 GABRB1 GABRB2 GABRB3 GABRG2 GABRG3 GABRQ GALNT3 GFAP GGA3 GIPC1 GRAP GRAP2 GRB10 GRB2 GRB7 GRIN2B GTF2F1 GTF2F2 HBEGF HDAC1 HDAC2 HDAC3 HGF HGFAC HGS HIF1A HNRNPA1 HNRNPF HNRNPH1 HNRNPM HPN HRAS HSP90AA1 HSPB1 ID1 ID2 ID3 ID4 IDE IGF1 IGF1R IGF2 IL2RG INS INSR IRS1 IRS2 IRS4 ITCH ITGA2 ITGA3 ITGAV ITGB1 ITGB3 ITPR1 ITPR2 ITPR3 JAK2 JAK3 JUNB JUND JUP KDR KIDINS220 KIT KITLG KL KLB KRAS LAMA1 LAMA2 LAMA3 LAMA4 LAMA5 LAMB1 LAMB2 LAMB3 LAMC1 LAMC2 LAMC3 LCK LRIG1 LYL1 LYN MAP2K1 MAP2K2 MAP2K5 MAPK1 MAPK11 MAPK12 MAPK13 MAPK14 MAPK3 MAPK7 MAPKAP1 MAPKAPK2 MAPKAPK3 MATK MDK MEF2A MEF2C MEF2D MEMO1 MET MKNK1 MLST8 MMP9 MST1 MST1R MTOR MUC20 MXD4 MYC MYCN NAB1 NAB2 NCBP1 NCBP2 NCF1 NCF2 NCF4 NCK1 NCK2 NCKAP1 NCKAP1L NCOR1 NCSTN NEDD4 NELFB NGF NOS3 NRAS NRG1 NRG2 NRG3 NRG4 NRP1 NRP2 NTF3 NTF4 NTRK1 NTRK2 NTRK3 PAG1 PAK1 PAK2 PAK3 PCSK5 PCSK6 PDE3B PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PDPK1 PGF PGR PIK3C3 PIK3CA PIK3CB PIK3R1 PIK3R2 PIK3R3 PIK3R4 PLAT PLCG1 PLG POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5D PRDM1 PRKACA PRKACB PRKACG PRKCA PRKCB PRKCD PRKCE PRKCZ PRR5 PSEN1 PSEN2 PSENEN PTBP1 PTK2 PTK2B PTK6 PTN PTPN1 PTPN11 PTPN12 PTPN18 PTPN2 PTPN3 PTPN6 PTPRF PTPRJ PTPRK PTPRO PTPRS PTPRU PTPRZ1 PXN RAB4A RAB4B RAC1 RALA RALB RALGDS RANBP10 RANBP9 RAP1A RAP1B RAPGEF1 RASA1 RBFOX2 REST RHOA RICTOR RIT1 RIT2 RNF41 ROCK1 ROCK2 RPS27A RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA5 RRAD S100B SGK1 SH2B2 SH2B3 SH2D2A SH3GL1 SH3GL2 SH3GL3 SH3KBP1 SHB SHC1 SHC2 SHC3 SIN3A SOCS1 SOCS6 SOS1 SPARC SPHK1 SPINT1 SPINT2 SPP1 SPRED1 SPRED2 SPRY1 SPRY2 SRC SRF STAM STAM2 STAT1 STAT3 STAT5A STAT5B STAT6 STMN1 STUB1 TAB2 TCF12 TCIRG1 TEC TGFA TGFBR3 THBS1 THBS2 THBS3 THBS4 THEM4 TIA1 TIAL1 TIAM1 TLR9 TNS3 TNS4 TPH1 TRIB1 TRIB3 UBA52 UBB UBC USP8 VAV1 VAV2 VAV3 VEGFA VEGFB VEGFC VEGFD VGF VRK3 WASF1 WASF2 WASF3 WWOX WWP1 YAP1 YES1 YWHAB REACTOME_SIGNALING_BY_RETINOIC_ACID https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_RETINOIC_ACID ADH1A ADH1C ADH4 AKR1C3 ALDH1A1 ALDH1A2 ALDH1A3 ALDH8A1 CPT1A CPT1B CRABP1 CRABP2 CYP26A1 CYP26B1 CYP26C1 DHRS3 DHRS4 DHRS9 DLAT DLD FABP5 PDHA1 PDHA2 PDHB PDHX PDK1 PDK2 PDK3 PDK4 PPARD RARA RARB RARG RDH10 RDH11 RDH13 RDH14 RDH16 RDH5 RXRA RXRB RXRG SDR16C5 REACTOME_SIGNALING_BY_RHO_GTPASES_MIRO_GTPASES_AND_RHOBTB3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_RHO_GTPASES_MIRO_GTPASES_AND_RHOBTB3 AAAS ABCD3 ABI1 ABI2 ABL1 ABL2 ABR ACBD5 ACTB ACTC1 ACTG1 ACTN1 ACTR2 ACTR3 ADD3 AHCTF1 AKAP12 AKAP13 ALDH3A2 ALS2 AMIGO2 ANKFY1 ANKLE2 ANKRD26 ANLN AR ARAP1 ARAP2 ARAP3 ARFGAP2 ARFGAP3 ARHGAP1 ARHGAP10 ARHGAP11A ARHGAP11B ARHGAP12 ARHGAP15 ARHGAP17 ARHGAP18 ARHGAP19 ARHGAP20 ARHGAP21 ARHGAP22 ARHGAP23 ARHGAP24 ARHGAP25 ARHGAP26 ARHGAP27 ARHGAP28 ARHGAP29 ARHGAP30 ARHGAP31 ARHGAP32 ARHGAP33 ARHGAP35 ARHGAP39 ARHGAP4 ARHGAP40 ARHGAP42 ARHGAP44 ARHGAP45 ARHGAP5 ARHGAP6 ARHGAP8 ARHGAP9 ARHGDIA ARHGDIB ARHGDIG ARHGEF1 ARHGEF10 ARHGEF10L ARHGEF11 ARHGEF12 ARHGEF15 ARHGEF16 ARHGEF17 ARHGEF18 ARHGEF19 ARHGEF2 ARHGEF25 ARHGEF26 ARHGEF28 ARHGEF3 ARHGEF39 ARHGEF4 ARHGEF40 ARHGEF5 ARHGEF6 ARHGEF7 ARHGEF9 ARL13B ARMCX3 ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 ATP6AP1 AURKB B9D2 BAIAP2 BAIAP2L1 BAIAP2L2 BASP1 BCAP31 BCR BIRC5 BLTP3B BRK1 BTK BUB1 BUB1B BUB3 C1QBP CALM1 CAPZB CAV1 CAVIN1 CCDC115 CCDC187 CCDC88A CCNE1 CCP110 CCT2 CCT6A CCT7 CDC20 CDC25C CDC37 CDC42 CDC42BPA CDC42BPB CDC42EP1 CDC42EP2 CDC42EP3 CDC42EP4 CDC42EP5 CDC42SE2 CDCA8 CDH1 CDKN1B CENPA CENPC CENPE CENPF CENPH CENPI CENPK CENPL CENPM CENPN CENPO CENPP CENPQ CENPS CENPT CENPU CEP97 CFL1 CFTR CHN1 CHN2 CIT CKAP4 CKAP5 CKB CLASP1 CLASP2 CLIP1 CLTC COPS2 COPS4 CPD CPNE8 CPSF7 CSK CTNNA1 CTNNB1 CTTN CUL3 CYBA CYBB CYFIP1 CYFIP2 DAAM1 DBN1 DBT DDRGK1 DDX39B DDX4 DEF6 DEPDC1B DIAPH1 DIAPH2 DIAPH3 DLC1 DLG4 DLG5 DNMBP DOCK1 DOCK10 DOCK11 DOCK2 DOCK3 DOCK4 DOCK5 DOCK6 DOCK7 DOCK8 DOCK9 DSG1 DSG2 DSN1 DSP DST DVL1 DVL2 DVL3 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 ECT2 EFHD2 ELMO2 EMC3 EMD EPHA2 EPSTI1 ERBIN ERCC6L ESYT1 EVL FAF2 FAM135A FAM13A FAM13B FAM169A FAM83B FAM91A1 FARP1 FARP2 FERMT2 FGD1 FGD2 FGD3 FGD4 FGD5 FILIP1 FLNA FLOT1 FLOT2 FMNL1 FMNL2 FMNL3 FNBP1 FNBP1L FRS2 FRS3 GARRE1 GFOD1 GIT1 GIT2 GJA1 GMIP GNA13 GOLGA3 GOLGA8R GOPC GPS1 GRB2 GRB7 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HGS HINT2 HMOX2 HNRNPC HSP90AA1 HSP90AB1 HSPE1 HTR7 IL32 INCENP IQGAP1 IQGAP2 IQGAP3 ITGB1 ITGB3BP ITSN1 ITSN2 JAG1 JUP KALRN KCTD13 KCTD3 KDM1A KDM4C KIDINS220 KIF14 KIF18A KIF2A KIF2B KIF2C KIF5A KIF5B KLC1 KLC2 KLC3 KLC4 KLK2 KLK3 KNL1 KNTC1 KTN1 LAMTOR1 LBR LCK LEMD3 LETM1 LIMK1 LIMK2 LIN7B LMAN1 LMNB1 LRRC1 LRRC41 MACO1 MAD1L1 MAD2L1 MAP3K11 MAPK1 MAPK11 MAPK14 MAPK3 MAPRE1 MCAM MCF2 MCF2L MEN1 MFN1 MFN2 MIS12 MOSPD2 MPP7 MRTFA MSI2 MTMR1 MTR MTX1 MUC13 MYH10 MYH11 MYH14 MYH9 MYL12B MYL6 MYL9 MYLK MYO19 MYO6 MYO9A MYO9B NCF1 NCF2 NCF4 NCK1 NCK2 NCKAP1 NCKAP1L NCKIPSD NCOA2 NDC80 NDE1 NDEL1 NDUFA5 NDUFS3 NET1 NF2 NGEF NHS NIPSNAP2 NISCH NOX1 NOX3 NOXA1 NOXO1 NSFL1C NSL1 NUDC NUF2 NUP107 NUP133 NUP160 NUP37 NUP43 NUP85 NUP98 OBSCN OCRL OPHN1 OSBPL11 PAFAH1B1 PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 PARD6A PARD6B PCDH7 PDE5A PDPK1 PEAK1 PFN1 PFN2 PGRMC2 PHIP PICALM PIK3C3 PIK3CA PIK3R1 PIK3R2 PIK3R3 PIK3R4 PIN1 PKN1 PKN2 PKN3 PKP4 PLD1 PLD2 PLEKHG1 PLEKHG2 PLEKHG3 PLEKHG4 PLEKHG4B PLEKHG5 PLEKHG6 PLIN3 PLK1 PLXNA1 PLXNB1 PLXND1 PMF1 POTEE PPP1CB PPP1CC PPP1R12A PPP1R12B PPP1R14A PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PRAG1 PRC1 PREX1 PREX2 PRKCA PRKCB PRKCD PRKCZ PTK2 PTK2B PTPN13 RAB7A RAB9A RAB9B RAC1 RAC2 RAC3 RACGAP1 RALBP1 RALGAPA1 RANBP2 RANGAP1 RAP1GDS1 RAPGEF1 RASAL2 RASGRF2 RBBP6 RBMX RCC2 RHOA RHOB RHOBTB1 RHOBTB2 RHOBTB3 RHOC RHOD RHOF RHOG RHOH RHOJ RHOQ RHOT1 RHOT2 RHOU RHOV RHPN1 RHPN2 RND1 RND2 RND3 RNF20 ROCK1 ROCK2 ROPN1 RPS27 RRAS2 RTKN S100A8 S100A9 SAMM50 SCAI SCFD1 SCRIB SEC13 SEH1L SEMA4F SENP1 SFN SGO1 SGO2 SH3BP1 SH3PXD2A SH3RF1 SHKBP1 SHMT2 SKA1 SKA2 SLC1A5 SLC4A7 SLITRK3 SLITRK5 SLK SNAP23 SOS1 SOS2 SOWAHC SPATA13 SPC24 SPC25 SPDL1 SPEN SPTAN1 SPTBN1 SRC SRF SRGAP1 SRGAP2 SRGAP3 SRRM1 STAM STAM2 STARD13 STARD8 STBD1 STEAP3 STIP1 STK10 STK38 STMN2 STOM STX5 SWAP70 SYDE1 SYDE2 TAGAP TAOK1 TAOK3 TAX1BP3 TEX2 TFRC TIAM1 TIAM2 TJP2 TMEM59 TMEM87A TMOD3 TMPO TNFAIP1 TOR1AIP1 TPM3 TPM4 TRA2B TRAK1 TRAK2 TRIO TRIP10 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B TWF1 TXNL1 UACA UBXN11 USP9X VAMP3 VANGL1 VANGL2 VAPB VAV1 VAV2 VAV3 VCP VHL VIM VRK2 WAS WASF1 WASF2 WASF3 WASL WDR11 WDR6 WDR81 WDR91 WHAMM WIPF1 WIPF2 WIPF3 WWP2 XPO1 YKT6 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ ZAP70 ZNF512B ZW10 ZWILCH ZWINT REACTOME_SIGNALING_BY_RNF43_MUTANTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_RNF43_MUTANTS FZD4 FZD5 FZD6 FZD8 LRP5 LRP6 RNF43 WNT3A REACTOME_SIGNALING_BY_ROBO_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_ROBO_RECEPTORS ABL1 ABL2 AKAP5 ARHGAP39 CAP1 CAP2 CASC3 CDC42 CLASP1 CLASP2 COL4A5 CUL2 CXCL12 CXCR4 DAG1 DCC EIF4A3 EIF4G1 ELOB ELOC ENAH ETF1 EVL FAU FLRT3 GPC1 GSPT1 GSPT2 HOXA2 ISL1 LDB1 LHX2 LHX3 LHX4 LHX9 MAGOH MAGOHB MSI1 MYO9B NCBP1 NCBP2 NCK1 NCK2 NELL2 NRP1 NTN1 PABPC1 PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 PFN1 PFN2 PPP3CB PRKACA PRKACB PRKACG PRKAR2A PRKCA PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RAC1 RBM8A RBX1 RHOA RNPS1 ROBO1 ROBO2 ROBO3 RPL10 RPL10A RPL10L RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL22L1 RPL23 RPL23A RPL24 RPL26 RPL26L1 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL36AL RPL37 RPL37A RPL38 RPL39 RPL39L RPL3L RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS7 RPS8 RPS9 RPSA SEM1 SLIT1 SLIT2 SLIT3 SOS1 SOS2 SRC SRGAP1 SRGAP2 SRGAP3 UBA52 UBB UBC UPF2 UPF3A UPF3B USP33 VASP ZSWIM8 REACTOME_SIGNALING_BY_SCF_KIT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_SCF_KIT CBL CHEK1 CMA1 FER FES FYN GAB2 GRAP GRAP2 GRB10 GRB2 GRB7 HRAS JAK2 KIT KITLG KRAS LCK LYN MMP9 NRAS PIK3CA PIK3R1 PIK3R2 PIK3R3 PRKCA PTPN11 PTPN6 PTPRU RAC1 SH2B2 SH2B3 SOCS1 SOCS6 SOS1 SRC STAT1 STAT3 STAT5A STAT5B TEC VAV1 YES1 REACTOME_SIGNALING_BY_TGFB_FAMILY_MEMBERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_TGFB_FAMILY_MEMBERS ACVR1B ACVR1C ACVR2A ACVR2B ACVRL1 AMH AMHR2 ARHGEF18 ATP1B4 BAMBI BMP10 BMP2 BMPR1A BMPR1B BMPR2 CBL CCNC CCNK CCNT1 CCNT2 CDK8 CDK9 CDKN2B CER1 CGN CHRDL1 COL1A2 DRAP1 E2F4 E2F5 EP300 F11R FBN1 FKBP1A FOXH1 FST FSTL1 FSTL3 FURIN GDF2 GREM2 HDAC1 INHA INHBA INHBB ITGA8 ITGAV ITGB1 ITGB3 ITGB5 ITGB6 ITGB8 JUNB LTBP1 LTBP2 LTBP3 LTBP4 MAPK1 MAPK3 MEN1 MTMR4 MYC NCOR1 NCOR2 NEDD4L NEDD8 NOG PARD3 PARD6A PARP1 PMEPA1 PPM1A PPP1CA PPP1CB PPP1CC PPP1R15A PRKCZ RBL1 RHOA RNF111 RPS27A SERPINE1 SKI SKIL SMAD1 SMAD2 SMAD3 SMAD4 SMAD5 SMAD6 SMAD7 SMAD9 SMURF1 SMURF2 SNW1 SP1 STAT1 STRAP STUB1 TFDP1 TFDP2 TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 TGIF1 TGIF2 TRIM33 UBA52 UBB UBC UBE2D1 UBE2D3 UBE2M UCHL5 USP15 USP9X WWTR1 XPO1 YBX1 ZFYVE16 ZFYVE9 REACTOME_SIGNALING_BY_TGF_BETA_RECEPTOR_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_TGF_BETA_RECEPTOR_COMPLEX ARHGEF18 ATP1B4 BAMBI CBL CCNC CCNK CCNT1 CCNT2 CDK8 CDK9 CDKN2B CGN COL1A2 E2F4 E2F5 EP300 F11R FBN1 FKBP1A FURIN HDAC1 ITGA8 ITGAV ITGB1 ITGB3 ITGB5 ITGB6 ITGB8 JUNB LTBP1 LTBP2 LTBP3 LTBP4 MAPK1 MAPK3 MEN1 MTMR4 MYC NCOR1 NCOR2 NEDD4L NEDD8 PARD3 PARD6A PARP1 PMEPA1 PPM1A PPP1CA PPP1CB PPP1CC PPP1R15A PRKCZ RBL1 RHOA RNF111 RPS27A SERPINE1 SKI SKIL SMAD2 SMAD3 SMAD4 SMAD7 SMURF1 SMURF2 SNW1 SP1 STAT1 STRAP STUB1 TFDP1 TFDP2 TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 TGIF1 TGIF2 TRIM33 UBA52 UBB UBC UBE2D1 UBE2D3 UBE2M UCHL5 USP15 USP9X WWTR1 XPO1 YBX1 ZFYVE9 REACTOME_SIGNALING_BY_TGF_BETA_RECEPTOR_COMPLEX_IN_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_TGF_BETA_RECEPTOR_COMPLEX_IN_CANCER FKBP1A SMAD2 SMAD3 SMAD4 TGFB1 TGFBR1 TGFBR2 ZFYVE9 REACTOME_SIGNALING_BY_THE_B_CELL_RECEPTOR_BCR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_THE_B_CELL_RECEPTOR_BCR AHCYL1 BCL10 BLK BLNK BTK BTRC CALM1 CARD11 CD19 CD22 CD79A CD79B CHUK CUL1 DAPP1 FBXW11 FKBP1A FYN GRB2 HRAS IGHD IGHM IGHV1-2 IGHV1-46 IGHV1-69 IGHV2-5 IGHV2-70 IGHV3-11 IGHV3-13 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-48 IGHV3-53 IGHV3-7 IGHV4-34 IGHV4-39 IGHV4-59 IGKV1-12 IGKV1-16 IGKV1-17 IGKV1-33 IGKV1-39 IGKV1-5 IGKV1D-12 IGKV1D-16 IGKV1D-33 IGKV1D-39 IGKV2-28 IGKV2-30 IGKV2D-28 IGKV2D-30 IGKV2D-40 IGKV3-11 IGKV3-15 IGKV3-20 IGKV3D-20 IGKV4-1 IGKV5-2 IGLC2 IGLC3 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-51 IGLV2-11 IGLV2-14 IGLV2-23 IGLV2-8 IGLV3-1 IGLV3-19 IGLV3-21 IGLV3-25 IGLV3-27 IGLV6-57 IGLV7-43 IKBKB IKBKG ITPR1 ITPR2 ITPR3 KRAS LYN MALT1 MAP3K7 NCK1 NFATC1 NFATC2 NFATC3 NFKB1 NFKBIA NFKBIB NFKBIE NRAS ORAI1 ORAI2 PIK3AP1 PIK3CD PIK3R1 PLCG2 PPIA PPP3CA PPP3CB PPP3R1 PRKCB PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTPN6 RASGRP1 RASGRP3 REL RELA RPS27A SEM1 SH3KBP1 SKP1 SOS1 STIM1 SYK TRPC1 UBA52 UBB UBC VAV1 REACTOME_SIGNALING_BY_TYPE_1_INSULIN_LIKE_GROWTH_FACTOR_1_RECEPTOR_IGF1R https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_TYPE_1_INSULIN_LIKE_GROWTH_FACTOR_1_RECEPTOR_IGF1R AKT2 CILP FGF1 FGF10 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFR4 FLT3 FLT3LG FRS2 GAB1 GAB2 GRB2 HRAS IGF1 IGF1R IGF2 IRS1 IRS2 IRS4 KL KLB KRAS NRAS PDE3B PDPK1 PIK3C3 PIK3CA PIK3CB PIK3R1 PIK3R2 PIK3R4 PTPN11 SHC1 SOS1 THEM4 TLR9 TRIB3 REACTOME_SIGNALING_BY_VEGF https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_VEGF AAMP ABI1 ABI2 ACTB ACTG1 AHCYL1 AKT1 AKT2 AKT3 AXL BAIAP2 BCAR1 BRK1 CALM1 CAV1 CDC42 CDH5 CRK CTNNA1 CTNNB1 CTNND1 CYBA CYBB CYFIP1 CYFIP2 DOCK1 ELMO1 ELMO2 FLT1 FLT4 FYN HRAS HSP90AA1 HSPB1 ITGAV ITGB3 ITPR1 ITPR2 ITPR3 JUP KDR KRAS MAPK11 MAPK12 MAPK13 MAPK14 MAPKAP1 MAPKAPK2 MAPKAPK3 MLST8 MTOR NCF1 NCF2 NCF4 NCK1 NCK2 NCKAP1 NCKAP1L NOS3 NRAS NRP1 NRP2 PAK1 PAK2 PAK3 PDPK1 PGF PIK3CA PIK3CB PIK3R1 PIK3R2 PLCG1 PRKACA PRKACB PRKACG PRKCA PRKCB PRKCD PRKCZ PRR5 PTK2 PTK2B PXN RAC1 RASA1 RHOA RICTOR ROCK1 ROCK2 SH2D2A SHB SHC2 SPHK1 SRC THEM4 TRIB3 VAV1 VAV2 VAV3 VEGFA VEGFB VEGFC VEGFD WASF1 WASF2 WASF3 REACTOME_SIGNALING_BY_WNT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_WNT AGO1 AGO2 AGO3 AGO4 AKT1 AKT2 AMER1 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 APC ARRB2 ASH2L AXIN1 AXIN2 BCL9 BCL9L BTRC CALM1 CAMK2A CAV1 CBY1 CCDC88C CDC73 CHD8 CLTA CLTB CLTC CREBBP CSNK1A1 CSNK1E CSNK1G2 CSNK2A1 CSNK2A2 CSNK2B CTBP1 CTBP2 CTNNB1 CTNNBIP1 CUL1 CUL3 CXXC4 DAAM1 DACT1 DKK1 DKK2 DKK4 DVL1 DVL2 DVL3 EP300 FRAT1 FRAT2 FZD1 FZD2 FZD3 FZD4 FZD5 FZD6 FZD7 FZD8 GNAO1 GNAT2 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 GSK3B H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3-4 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HDAC1 HECW1 ITPR1 ITPR2 ITPR3 KAT5 KLHL12 KMT2D KRAS KREMEN1 KREMEN2 LEF1 LEO1 LGR4 LGR5 LGR6 LRP5 LRP6 MAP3K7 MEN1 MOV10 MYC NFATC1 NLK PARD6A PDE6A PDE6B PDE6G PFN1 PIP5K1B PLCB1 PLCB2 PLCB3 PORCN PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PPP3CA PPP3CB PPP3R1 PRICKLE1 PRKCA PRKCB PRKCG PRKG1 PRKG2 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PYGO1 PYGO2 RAC1 RAC2 RAC3 RBBP5 RBX1 RHOA RNF146 RNF43 ROR1 ROR2 RPS27A RSPO1 RSPO2 RSPO3 RSPO4 RUNX3 RUVBL1 RYK SCRIB SEM1 SFRP1 SFRP2 SKP1 SMARCA4 SMURF1 SMURF2 SNX3 SOST SOX13 SOX17 SOX2 SOX3 SOX4 SOX6 SOX7 SOX9 SRY TCF4 TCF7 TCF7L1 TCF7L2 TERT TLE1 TLE2 TLE3 TLE4 TLE5 TMED5 TNKS TNKS2 TNRC6A TNRC6B TNRC6C TRRAP UBA52 UBB UBC USP34 USP8 VANGL2 VPS26A VPS29 VPS35 WIF1 WLS WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT8A WNT8B WNT9A WNT9B XIAP XPO1 YWHAZ ZNRF3 ZRANB1 REACTOME_SIGNALING_BY_WNT_IN_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_WNT_IN_CANCER AMER1 APC AXIN1 CSNK1A1 CTBP1 CTBP2 CTNNB1 DKK1 DKK2 DKK4 FZD4 FZD5 FZD6 FZD8 GSK3B KREMEN1 KREMEN2 LRP5 LRP6 PORCN PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E RNF43 TCF7L2 TNKS TNKS2 WNT3A REACTOME_SIGNALLING_TO_ERKS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALLING_TO_ERKS BRAF CRK CRKL FRS2 GRB2 HRAS KIDINS220 KRAS MAP2K1 MAP2K2 MAPK1 MAPK11 MAPK12 MAPK13 MAPK14 MAPK3 MAPKAPK2 MAPKAPK3 NGF NRAS NTRK1 RALA RALB RALGDS RAP1A RAPGEF1 RIT1 RIT2 SHC1 SHC2 SHC3 SOS1 SRC YWHAB REACTOME_SIGNALLING_TO_P38_VIA_RIT_AND_RIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALLING_TO_P38_VIA_RIT_AND_RIN BRAF NGF NTRK1 RIT1 RIT2 REACTOME_SIGNALLING_TO_RAS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALLING_TO_RAS GRB2 HRAS KRAS MAPK11 MAPK12 MAPK13 MAPK14 MAPKAPK2 MAPKAPK3 NGF NRAS NTRK1 RALA RALB RALGDS SHC1 SHC2 SHC3 SOS1 SRC REACTOME_SIGNAL_AMPLIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNAL_AMPLIFICATION AAMP GNA11 GNA13 GNA14 GNA15 GNAI1 GNAI2 GNAI3 GNAQ GNAT3 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 MAPK14 P2RY1 P2RY12 PLA2G4A SRC TBXA2R REACTOME_SIGNAL_ATTENUATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNAL_ATTENUATION GRB10 GRB2 INS INSR IRS1 IRS2 MAPK1 MAPK3 SHC1 SOS1 REACTOME_SIGNAL_REGULATORY_PROTEIN_FAMILY_INTERACTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNAL_REGULATORY_PROTEIN_FAMILY_INTERACTIONS CD47 FYB1 GRB2 PTK2 PTK2B PTPN11 PTPN6 SFTPA1 SFTPA2 SFTPD SIRPA SIRPB1 SIRPG SKAP2 SRC TYROBP REACTOME_SIGNAL_TRANSDUCTION_BY_L1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNAL_TRANSDUCTION_BY_L1 CSNK2A1 CSNK2A2 CSNK2B EGFR FGFR1 ITGA2B ITGA5 ITGA9 ITGAV ITGB1 ITGB3 L1CAM MAP2K1 MAP2K2 MAPK1 MAPK3 NCAM1 NRP1 PAK1 RAC1 VAV2 REACTOME_SIRT1_NEGATIVELY_REGULATES_RRNA_EXPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIRT1_NEGATIVELY_REGULATES_RRNA_EXPRESSION H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 RRP8 SIRT1 SUV39H1 TAF1A TAF1B TAF1C TAF1D TBP REACTOME_SLBP_DEPENDENT_PROCESSING_OF_REPLICATION_DEPENDENT_HISTONE_PRE_MRNAS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SLBP_DEPENDENT_PROCESSING_OF_REPLICATION_DEPENDENT_HISTONE_PRE_MRNAS LSM10 LSM11 NCBP1 NCBP2 SLBP SNRPB SNRPD3 SNRPE SNRPF SNRPG ZNF473 REACTOME_SLC_MEDIATED_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SLC_MEDIATED_TRANSMEMBRANE_TRANSPORT AHCYL2 APOD ARL2 ARL2BP AVP BSG CALM1 CP CTNS EMB FGF21 HEPH LCN1 LCN12 LCN15 LCN9 MFSD4B PDZD11 RHAG RHBG RHCG RSC1A1 RUNX1 SLC10A6 SLC11A1 SLC11A2 SLC12A1 SLC12A2 SLC12A3 SLC12A4 SLC12A5 SLC12A6 SLC12A7 SLC13A1 SLC13A2 SLC13A3 SLC13A4 SLC13A5 SLC14A1 SLC14A2 SLC15A1 SLC15A2 SLC15A3 SLC15A4 SLC16A1 SLC16A10 SLC16A2 SLC16A3 SLC16A7 SLC16A8 SLC17A1 SLC17A5 SLC17A6 SLC17A7 SLC17A8 SLC18A1 SLC18A2 SLC1A1 SLC1A2 SLC1A3 SLC1A4 SLC1A5 SLC1A6 SLC1A7 SLC20A1 SLC20A2 SLC22A1 SLC22A11 SLC22A12 SLC22A15 SLC22A16 SLC22A18 SLC22A2 SLC22A3 SLC22A4 SLC22A5 SLC22A6 SLC22A7 SLC22A8 SLC24A1 SLC24A2 SLC24A3 SLC24A4 SLC24A5 SLC25A10 SLC25A18 SLC25A22 SLC25A26 SLC25A29 SLC25A4 SLC25A5 SLC25A6 SLC26A1 SLC26A11 SLC26A2 SLC26A3 SLC26A4 SLC26A6 SLC26A7 SLC26A9 SLC27A1 SLC27A4 SLC27A6 SLC28A1 SLC28A2 SLC28A3 SLC29A1 SLC29A2 SLC29A3 SLC29A4 SLC2A1 SLC2A10 SLC2A11 SLC2A12 SLC2A13 SLC2A14 SLC2A2 SLC2A3 SLC2A4 SLC2A6 SLC2A7 SLC2A8 SLC2A9 SLC30A1 SLC30A10 SLC30A2 SLC30A3 SLC30A5 SLC30A8 SLC31A1 SLC32A1 SLC33A1 SLC34A1 SLC34A2 SLC34A3 SLC35A1 SLC35A2 SLC35A3 SLC35B2 SLC35B3 SLC35B4 SLC35C1 SLC35D1 SLC35D2 SLC36A1 SLC36A2 SLC36A4 SLC38A1 SLC38A2 SLC38A3 SLC38A4 SLC38A5 SLC39A1 SLC39A10 SLC39A14 SLC39A2 SLC39A3 SLC39A4 SLC39A5 SLC39A6 SLC39A7 SLC39A8 SLC3A1 SLC3A2 SLC40A1 SLC41A1 SLC41A2 SLC43A1 SLC43A2 SLC44A1 SLC44A2 SLC44A3 SLC44A4 SLC44A5 SLC45A3 SLC47A1 SLC47A2 SLC4A1 SLC4A10 SLC4A2 SLC4A3 SLC4A4 SLC4A5 SLC4A7 SLC4A8 SLC4A9 SLC50A1 SLC5A1 SLC5A10 SLC5A11 SLC5A12 SLC5A2 SLC5A3 SLC5A4 SLC5A5 SLC5A6 SLC5A7 SLC5A8 SLC5A9 SLC6A1 SLC6A11 SLC6A12 SLC6A13 SLC6A14 SLC6A15 SLC6A18 SLC6A19 SLC6A2 SLC6A20 SLC6A3 SLC6A5 SLC6A6 SLC6A7 SLC6A9 SLC7A1 SLC7A10 SLC7A11 SLC7A2 SLC7A3 SLC7A5 SLC7A6 SLC7A7 SLC7A8 SLC7A9 SLC8A1 SLC8A2 SLC8A3 SLC8B1 SLC9A1 SLC9A2 SLC9A3 SLC9A4 SLC9A5 SLC9A6 SLC9A7 SLC9A8 SLC9A9 SLCO1A2 SLCO1B1 SLCO1B3 SLCO1C1 SLCO2A1 SLCO2B1 SLCO3A1 SLCO4A1 SLCO4C1 SRI REACTOME_SLC_TRANSPORTER_DISORDERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SLC_TRANSPORTER_DISORDERS AAAS AVP AVPR1A AVPR1B AVPR2 BSG CP GCK GCKR HEPH HK1 NDC1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 POM121 POM121C RAE1 RANBP2 RHAG SEC13 SEH1L SLC11A2 SLC12A1 SLC12A3 SLC12A6 SLC16A1 SLC17A5 SLC17A8 SLC1A1 SLC1A3 SLC20A2 SLC22A12 SLC22A18 SLC22A5 SLC24A1 SLC24A4 SLC24A5 SLC26A2 SLC26A3 SLC26A4 SLC27A4 SLC29A3 SLC2A1 SLC2A10 SLC2A2 SLC2A9 SLC33A1 SLC34A1 SLC34A2 SLC34A3 SLC35A1 SLC35A2 SLC35A3 SLC35C1 SLC36A2 SLC39A4 SLC3A1 SLC3A2 SLC40A1 SLC4A1 SLC4A4 SLC5A1 SLC5A2 SLC5A5 SLC5A7 SLC6A14 SLC6A18 SLC6A19 SLC6A2 SLC6A20 SLC6A3 SLC6A5 SLC7A7 SLC7A9 SLC9A6 SLC9A9 SLCO1B1 SLCO1B3 SLCO2A1 TPR REACTOME_SMAC_XIAP_REGULATED_APOPTOTIC_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SMAC_XIAP_REGULATED_APOPTOTIC_RESPONSE APAF1 CASP3 CASP7 CASP9 CYCS DIABLO SEPTIN4 XIAP REACTOME_SMAD2_SMAD3_SMAD4_HETEROTRIMER_REGULATES_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SMAD2_SMAD3_SMAD4_HETEROTRIMER_REGULATES_TRANSCRIPTION CCNC CCNK CCNT1 CCNT2 CDK8 CDK9 CDKN2B COL1A2 E2F4 E2F5 EP300 FURIN HDAC1 JUNB MAPK1 MAPK3 MEN1 MYC RBL1 RNF111 RPS27A SERPINE1 SMAD2 SMAD3 SMAD4 SMAD7 SP1 TFDP1 TFDP2 TGIF1 TGIF2 UBA52 UBB UBC WWTR1 YBX1 REACTOME_SMALL_INTERFERING_RNA_SIRNA_BIOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SMALL_INTERFERING_RNA_SIRNA_BIOGENESIS AGO1 AGO2 AGO3 AGO4 DICER1 PRKRA TARBP2 TSN TSNAX REACTOME_SMOOTH_MUSCLE_CONTRACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SMOOTH_MUSCLE_CONTRACTION ACTA2 ACTG2 ALDH2 ANXA1 ANXA2 ANXA6 CACNA1G CACNA1H CACNA1I CALD1 CALM1 CAV3 DYSF GUCY1A1 GUCY1A2 GUCY1B1 ITGA1 ITGB5 LMOD1 MYH11 MYL10 MYL11 MYL12A MYL12B MYL5 MYL6 MYL6B MYL7 MYL9 MYLK PAK1 PAK2 PDE5A PXN SORBS1 SORBS3 TLN1 TPM1 TPM2 TPM3 TPM4 TRIM72 VCL REACTOME_SNRNP_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SNRNP_ASSEMBLY AAAS CLNS1A DDX20 GEMIN2 GEMIN4 GEMIN5 GEMIN6 GEMIN7 GEMIN8 NCBP1 NCBP2 NDC1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 PHAX POM121 POM121C PRMT5 RAE1 RANBP2 SEC13 SEH1L SMN1 SMN2 SNRPB SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SNUPN TGS1 TPR WDR77 REACTOME_SODIUM_CALCIUM_EXCHANGERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SODIUM_CALCIUM_EXCHANGERS CALM1 SLC24A1 SLC24A2 SLC24A3 SLC24A4 SLC24A5 SLC8A1 SLC8A2 SLC8A3 SLC8B1 SRI REACTOME_SODIUM_COUPLED_PHOSPHATE_COTRANSPORTERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SODIUM_COUPLED_PHOSPHATE_COTRANSPORTERS SLC20A1 SLC20A2 SLC34A1 SLC34A2 SLC34A3 REACTOME_SODIUM_COUPLED_SULPHATE_DI_AND_TRI_CARBOXYLATE_TRANSPORTERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SODIUM_COUPLED_SULPHATE_DI_AND_TRI_CARBOXYLATE_TRANSPORTERS SLC13A1 SLC13A2 SLC13A3 SLC13A4 SLC13A5 REACTOME_SODIUM_PROTON_EXCHANGERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SODIUM_PROTON_EXCHANGERS SLC9A1 SLC9A2 SLC9A3 SLC9A4 SLC9A5 SLC9A6 SLC9A7 SLC9A8 SLC9A9 REACTOME_SOMITOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SOMITOGENESIS CTNNB1 DLL1 DLL3 EPHA4 HES7 LEF1 LFNG MESP2 MSGN1 NOTCH1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMB1 PSMB10 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSMF1 RBPJ RIPPLY2 SEM1 TBX6 REACTOME_SOS_MEDIATED_SIGNALLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SOS_MEDIATED_SIGNALLING GRB2 HRAS IRS1 IRS2 KRAS NRAS SOS1 REACTOME_SPECIFICATION_OF_PRIMORDIAL_GERM_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SPECIFICATION_OF_PRIMORDIAL_GERM_CELLS BMP4 CBFA2T2 CXCR4 EOMES NANOG NANOS3 PDPN POU5F1 PRDM1 SOX17 TET2 TFAP2C REACTOME_SPERM_MOTILITY_AND_TAXES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SPERM_MOTILITY_AND_TAXES CATSPER1 CATSPER2 CATSPER3 CATSPER4 CATSPERB CATSPERD CATSPERG HVCN1 KCNU1 REACTOME_SPHINGOLIPID_DE_NOVO_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SPHINGOLIPID_DE_NOVO_BIOSYNTHESIS CERS1 CERS2 CERS3 CERS4 CERS5 CERS6 CERT1 CSNK1G2 DEGS1 DEGS2 FA2H KDSR ORMDL1 ORMDL2 ORMDL3 OSBP PPM1L PRKD1 PRKD2 PRKD3 SAMD8 SGMS1 SGMS2 SPHK1 SPHK2 SPNS2 SPTLC1 SPTLC2 SPTLC3 SPTSSA SPTSSB VAPA VAPB REACTOME_SPHINGOLIPID_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SPHINGOLIPID_METABOLISM ACER1 ACER2 ACER3 ALDH3A2 ALDH3B1 ALDH3B2 ARSA ARSB ARSD ARSF ARSG ARSH ARSI ARSJ ARSK ARSL ASAH1 ASAH2 B3GALNT1 B4GALNT1 CERK CERS1 CERS2 CERS3 CERS4 CERS5 CERS6 CERT1 CPTP CSNK1G2 CTSA DEGS1 DEGS2 ENPP7 ESYT1 ESYT2 ESYT3 FA2H GALC GBA1 GBA2 GBA3 GLA GLB1 GLB1L GLB1L2 GLB1L3 GLTP GM2A HEXA HEXB KDSR M6PR NEU1 NEU2 NEU3 NEU4 ORMDL1 ORMDL2 ORMDL3 OSBP PLPP1 PLPP2 PLPP3 PPM1L PRKD1 PRKD2 PRKD3 PSAP SAMD8 SGMS1 SGMS2 SGPL1 SGPP1 SGPP2 SMPD1 SMPD2 SMPD3 SMPD4 SPHK1 SPHK2 SPNS2 SPTLC1 SPTLC2 SPTLC3 SPTSSA SPTSSB STS SUMF1 SUMF2 UGCG UGT8 VAPA VAPB REACTOME_SPRY_REGULATION_OF_FGF_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SPRY_REGULATION_OF_FGF_SIGNALING BRAF CBL GRB2 MAPK1 MAPK3 MKNK1 PPP2CA PPP2CB PPP2R1A PTPN11 RPS27A SPRY2 SRC UBA52 UBB UBC REACTOME_SRP_DEPENDENT_COTRANSLATIONAL_PROTEIN_TARGETING_TO_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SRP_DEPENDENT_COTRANSLATIONAL_PROTEIN_TARGETING_TO_MEMBRANE DDOST FAU RPL10 RPL10A RPL10L RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL22L1 RPL23 RPL23A RPL24 RPL26 RPL26L1 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL36AL RPL37 RPL37A RPL38 RPL39 RPL39L RPL3L RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPN1 RPN2 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS7 RPS8 RPS9 RPSA SEC11A SEC11C SEC61A1 SEC61A2 SEC61B SEC61G SPCS1 SPCS2 SPCS3 SRP14 SRP19 SRP54 SRP68 SRP72 SRP9 SRPRA SRPRB SSR1 SSR2 SSR3 SSR4 TRAM1 UBA52 REACTOME_STABILIZATION_OF_P53 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_STABILIZATION_OF_P53 ATM CDKN2A CHEK2 COP1 MDM2 MDM4 PHF20 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RPS27A SEM1 TP53 UBA52 UBB UBC REACTOME_STAT3_NUCLEAR_EVENTS_DOWNSTREAM_OF_ALK_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_STAT3_NUCLEAR_EVENTS_DOWNSTREAM_OF_ALK_SIGNALING CD274 EP300 HDAC1 HDAC2 HDAC3 HIF1A IL2RG PRDM1 SIN3A STAT3 REACTOME_STAT5_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_STAT5_ACTIVATION FLT3 FLT3LG GAB2 GRB2 PTPN11 STAT5A STAT5B REACTOME_STAT5_ACTIVATION_DOWNSTREAM_OF_FLT3_ITD_MUTANTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_STAT5_ACTIVATION_DOWNSTREAM_OF_FLT3_ITD_MUTANTS BCL2L1 CDKN1A FLT3 GAB2 GRB2 NOX4 PIM1 PTPN11 STAT5A STAT5B REACTOME_STIMULI_SENSING_CHANNELS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_STIMULI_SENSING_CHANNELS ANO1 ANO10 ANO2 ANO3 ANO4 ANO5 ANO6 ANO7 ANO8 ANO9 ASIC1 ASIC2 ASIC3 ASIC4 ASIC5 ASPH BEST1 BEST2 BEST3 BEST4 BSND CALM1 CASQ1 CASQ2 CLCA1 CLCA2 CLCA4 CLCN1 CLCN2 CLCN3 CLCN4 CLCN5 CLCN6 CLCN7 CLCNKA CLCNKB CLIC2 FKBP1B MCOLN1 MCOLN2 MCOLN3 MLKL NALCN NEDD4L OSTM1 RAF1 RIPK1 RIPK3 RPS27A RYR1 RYR2 RYR3 SCNN1A SCNN1B SCNN1D SCNN1G SGK1 SGK2 SGK3 SLC17A3 SLC9B1 SLC9B2 SLC9C1 SLC9C2 SRI STOM STOML3 TPCN1 TPCN2 TRDN TRPA1 TRPC1 TRPC3 TRPC4 TRPC4AP TRPC5 TRPC6 TRPC7 TRPM1 TRPM2 TRPM3 TRPM4 TRPM5 TRPM6 TRPM7 TRPM8 TRPV1 TRPV2 TRPV3 TRPV4 TRPV5 TRPV6 TSC22D3 TTYH1 TTYH2 TTYH3 UBA52 UBB UBC UNC79 UNC80 WNK1 WNK2 WNK3 WNK4 WWP1 REACTOME_STING_MEDIATED_INDUCTION_OF_HOST_IMMUNE_RESPONSES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_STING_MEDIATED_INDUCTION_OF_HOST_IMMUNE_RESPONSES CGAS DDX41 DTX4 IFI16 IRF3 MRE11 NLRC3 NLRP4 PRKDC STAT6 STING1 TBK1 TREX1 TRIM21 XRCC5 XRCC6 REACTOME_STRIATED_MUSCLE_CONTRACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_STRIATED_MUSCLE_CONTRACTION ACTA1 ACTC1 ACTN2 ACTN3 DES DMD MYBPC1 MYBPC2 MYBPC3 MYH3 MYH6 MYH8 MYL1 MYL2 MYL3 MYL4 NEB TCAP TMOD1 TMOD2 TMOD3 TMOD4 TNNC1 TNNC2 TNNI1 TNNI2 TNNI3 TNNT1 TNNT2 TNNT3 TPM1 TPM2 TPM3 TPM4 TTN VIM REACTOME_SULFIDE_OXIDATION_TO_SULFATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SULFIDE_OXIDATION_TO_SULFATE ETHE1 SLC25A10 SQOR SUOX TST TSTD1 REACTOME_SULFUR_AMINO_ACID_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SULFUR_AMINO_ACID_METABOLISM ADI1 ADO AHCY APIP BHMT BHMT2 CBS CDO1 CSAD CTH ENOPH1 ETHE1 FMO1 GADL1 GOT1 GOT2 MAT1A MPST MRI1 MTAP MTR MTRR SLC25A10 SQOR SUOX TST TSTD1 TXN2 REACTOME_SUMOYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SUMOYLATION AAAS AR AURKA AURKB BIRC5 BLM BMI1 BRCA1 CASP8AP2 CBX2 CBX4 CBX5 CBX8 CDCA8 CDKN2A CETN2 CHD3 CREBBP CTBP1 DAXX DDX17 DDX5 DNMT1 DNMT3A DNMT3B EID3 EIF2AK2 EP300 ESR1 FOXL2 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HDAC1 HDAC2 HDAC4 HDAC7 HERC2 HIC1 HIPK2 HNRNPC HNRNPK IKBKE IKBKG INCENP ING2 L3MBTL2 MBD1 MDC1 MDM2 MITF MRTFA MTA1 NCOA1 NCOA2 NCOR2 NDC1 NFKB2 NFKBIA NOP58 NPM1 NR1H2 NR1H3 NR1H4 NR1I2 NR2C1 NR3C1 NR3C2 NR4A2 NR5A1 NR5A2 NRIP1 NSMCE1 NSMCE2 NSMCE3 NSMCE4A NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 PARK7 PARP1 PCGF2 PCNA PGR PHC1 PHC2 PHC3 PIAS1 PIAS2 PIAS3 PIAS4 PML POM121 POM121C PPARA PPARG PPARGC1A RAD21 RAD52 RAE1 RANBP2 RANGAP1 RARA RELA RING1 RNF168 RNF2 RORA RPA1 RWDD3 RXRA SAE1 SAFB SATB1 SATB2 SCMH1 SEC13 SEH1L SENP1 SENP2 SENP5 SIN3A SMC1A SMC3 SMC5 SMC6 SP100 SP3 STAG1 STAG2 SUMO1 SUMO2 SUMO3 SUZ12 TDG TFAP2A TFAP2B TFAP2C THRA THRB TOP1 TOP2A TOP2B TOPORS TP53 TP53BP1 TPR TRIM27 TRIM28 UBA2 UBE2I UHRF2 VDR VHL WRN XPC XRCC4 ZBED1 ZNF131 ZNF350 REACTOME_SUMOYLATION_OF_CHROMATIN_ORGANIZATION_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SUMOYLATION_OF_CHROMATIN_ORGANIZATION_PROTEINS AAAS BMI1 CBX2 CBX4 CBX5 CBX8 CHD3 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HDAC1 HDAC2 HDAC4 L3MBTL2 NDC1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 PCGF2 PHC1 PHC2 PHC3 PIAS1 PIAS2 POM121 POM121C RAE1 RANBP2 RING1 RNF2 SATB1 SATB2 SCMH1 SEC13 SEH1L SUMO1 SUMO2 SUMO3 SUZ12 TPR UBE2I ZBED1 REACTOME_SUMOYLATION_OF_DNA_DAMAGE_RESPONSE_AND_REPAIR_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SUMOYLATION_OF_DNA_DAMAGE_RESPONSE_AND_REPAIR_PROTEINS AAAS BLM BMI1 BRCA1 CBX2 CBX4 CBX8 CDKN2A CETN2 EID3 HDAC7 HERC2 MDC1 NDC1 NSMCE1 NSMCE2 NSMCE3 NSMCE4A NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 PARP1 PCGF2 PHC1 PHC2 PHC3 PIAS1 PIAS2 PIAS4 PML POM121 POM121C RAD21 RAD52 RAE1 RANBP2 RING1 RNF168 RNF2 RPA1 SCMH1 SEC13 SEH1L SMC1A SMC3 SMC5 SMC6 SP100 STAG1 STAG2 SUMO1 SUMO2 SUMO3 TDG TPR UBE2I WRN XPC XRCC4 REACTOME_SUMOYLATION_OF_DNA_METHYLATION_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SUMOYLATION_OF_DNA_METHYLATION_PROTEINS BMI1 CBX2 CBX4 CBX8 DNMT1 DNMT3A DNMT3B PCGF2 PHC1 PHC2 PHC3 RING1 RNF2 SCMH1 SUMO1 UBE2I REACTOME_SUMOYLATION_OF_DNA_REPLICATION_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SUMOYLATION_OF_DNA_REPLICATION_PROTEINS AAAS AURKA AURKB BIRC5 CDCA8 INCENP NDC1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 PCNA PIAS3 PIAS4 POM121 POM121C RAE1 RANBP2 RANGAP1 SEC13 SEH1L SUMO1 SUMO2 SUMO3 TOP1 TOP2A TOP2B TPR UBE2I REACTOME_SUMOYLATION_OF_IMMUNE_RESPONSE_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SUMOYLATION_OF_IMMUNE_RESPONSE_PROTEINS EIF2AK2 IKBKE IKBKG NFKB2 NFKBIA PIAS3 PIAS4 RELA SUMO1 SUMO3 TOPORS UBE2I REACTOME_SUMOYLATION_OF_INTRACELLULAR_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SUMOYLATION_OF_INTRACELLULAR_RECEPTORS AR ESR1 HDAC4 NR1H2 NR1H3 NR1H4 NR1I2 NR2C1 NR3C1 NR3C2 NR4A2 NR5A1 NR5A2 PGR PIAS1 PIAS2 PIAS3 PIAS4 PPARA PPARG RARA RORA RXRA SUMO1 SUMO2 SUMO3 THRA THRB UBE2I VDR REACTOME_SUMOYLATION_OF_RNA_BINDING_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SUMOYLATION_OF_RNA_BINDING_PROTEINS AAAS BMI1 CBX2 CBX4 CBX8 HNRNPC HNRNPK NDC1 NOP58 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 PCGF2 PHC1 PHC2 PHC3 POM121 POM121C RAE1 RANBP2 RING1 RNF2 SCMH1 SEC13 SEH1L SUMO1 SUMO2 TPR UBE2I REACTOME_SUMOYLATION_OF_SUMOYLATION_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SUMOYLATION_OF_SUMOYLATION_PROTEINS AAAS NDC1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 PIAS4 POM121 POM121C RAE1 RANBP2 SEC13 SEH1L SUMO1 SUMO2 TOPORS TPR UBE2I REACTOME_SUMOYLATION_OF_TRANSCRIPTION_COFACTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SUMOYLATION_OF_TRANSCRIPTION_COFACTORS BMI1 CASP8AP2 CBX2 CBX4 CBX8 CREBBP CTBP1 DAXX DDX17 DDX5 EP300 HIPK2 ING2 MBD1 MRTFA NCOA1 NCOA2 NCOR2 NPM1 NRIP1 PARK7 PCGF2 PHC1 PHC2 PHC3 PIAS1 PIAS2 PIAS3 PIAS4 PPARGC1A RING1 RNF2 SAFB SCMH1 SIN3A SUMO1 SUMO2 SUMO3 TOPORS TRIM28 UBE2I UHRF2 ZNF131 ZNF350 REACTOME_SUMOYLATION_OF_TRANSCRIPTION_FACTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SUMOYLATION_OF_TRANSCRIPTION_FACTORS CDKN2A FOXL2 HIC1 MDM2 MITF MTA1 PIAS1 PIAS2 PIAS3 PIAS4 SP3 SUMO1 SUMO2 SUMO3 TFAP2A TFAP2B TFAP2C TP53 TP53BP1 UBE2I REACTOME_SUMOYLATION_OF_UBIQUITINYLATION_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SUMOYLATION_OF_UBIQUITINYLATION_PROTEINS AAAS MDM2 NDC1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 PIAS1 PIAS2 PIAS4 PML POM121 POM121C RAE1 RANBP2 SEC13 SEH1L SUMO1 TPR TRIM27 UBE2I VHL REACTOME_SUMO_IS_CONJUGATED_TO_E1_UBA2_SAE1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SUMO_IS_CONJUGATED_TO_E1_UBA2_SAE1 SAE1 SUMO1 SUMO2 SUMO3 UBA2 REACTOME_SUMO_IS_PROTEOLYTICALLY_PROCESSED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SUMO_IS_PROTEOLYTICALLY_PROCESSED SENP1 SENP2 SENP5 SUMO1 SUMO2 SUMO3 REACTOME_SUMO_IS_TRANSFERRED_FROM_E1_TO_E2_UBE2I_UBC9 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SUMO_IS_TRANSFERRED_FROM_E1_TO_E2_UBE2I_UBC9 RWDD3 SAE1 SUMO1 SUMO2 SUMO3 UBA2 UBE2I REACTOME_SUPPRESSION_OF_APOPTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SUPPRESSION_OF_APOPTOSIS CTSG GSK3A MAPK1 MAPK3 RNF213 SFPQ TRIM27 REACTOME_SUPPRESSION_OF_PHAGOSOMAL_MATURATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SUPPRESSION_OF_PHAGOSOMAL_MATURATION ATP6V1H CORO1A HGS KPNA1 KPNB1 NOS2 RAB5A RAB7A RPS27A UBA52 UBB UBC VPS33B REACTOME_SURFACTANT_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SURFACTANT_METABOLISM ABCA3 ADA2 ADGRF5 ADORA2A ADORA2B ADRA2A ADRA2C CCDC59 CKAP4 CSF2RA CSF2RB CTSH DMBT1 GATA6 LMCD1 NAPSA P2RY2 PGA3 PGA4 PGA5 SFTA3 SFTPA1 SFTPA2 SFTPB SFTPC SFTPD SLC34A1 SLC34A2 TTF1 ZDHHC2 REACTOME_SWITCHING_OF_ORIGINS_TO_A_POST_REPLICATIVE_STATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SWITCHING_OF_ORIGINS_TO_A_POST_REPLICATIVE_STATE ANAPC1 ANAPC10 ANAPC11 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 CCNA1 CCNA2 CCNE1 CCNE2 CDC16 CDC23 CDC26 CDC27 CDC6 CDK2 CDT1 CUL1 FZR1 GMNN MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 ORC1 ORC2 ORC3 ORC4 ORC5 ORC6 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RBX1 RPS27A SEM1 SKP1 SKP2 UBA52 UBB UBC UBE2C UBE2D1 UBE2E1 UBE2S REACTOME_SYNAPTIC_ADHESION_LIKE_MOLECULES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNAPTIC_ADHESION_LIKE_MOLECULES DLG1 DLG3 DLG4 FLOT1 FLOT2 GRIA1 GRIA3 GRIA4 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D LRFN1 LRFN2 LRFN3 LRFN4 PTPRD PTPRF PTPRS RTN3 REACTOME_SYNDECAN_INTERACTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNDECAN_INTERACTIONS ACTN1 CASK COL1A1 COL1A2 COL3A1 COL5A1 COL5A2 COL5A3 FGF2 FN1 ITGA2 ITGA6 ITGAV ITGB1 ITGB3 ITGB4 ITGB5 PRKCA SDC1 SDC2 SDC3 SDC4 TGFB1 THBS1 TNC TRAPPC4 VTN REACTOME_SYNTHESIS_OF_12_EICOSATETRAENOIC_ACID_DERIVATIVES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_12_EICOSATETRAENOIC_ACID_DERIVATIVES ALOX12 ALOX12B ALOX15 ALOXE3 GPX1 GPX2 GPX4 REACTOME_SYNTHESIS_OF_15_EICOSATETRAENOIC_ACID_DERIVATIVES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_15_EICOSATETRAENOIC_ACID_DERIVATIVES ALOX15 ALOX15B GPX1 GPX2 GPX4 PTGS2 REACTOME_SYNTHESIS_OF_16_20_HYDROXYEICOSATETRAENOIC_ACIDS_HETE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_16_20_HYDROXYEICOSATETRAENOIC_ACIDS_HETE CYP1A1 CYP1A2 CYP1B1 CYP2C19 CYP2C8 CYP2C9 CYP2U1 CYP4A11 CYP4F2 REACTOME_SYNTHESIS_OF_5_EICOSATETRAENOIC_ACIDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_5_EICOSATETRAENOIC_ACIDS ALOX5 ALOX5AP GPX1 GPX2 GPX4 LTC4S PON1 PON2 PON3 REACTOME_SYNTHESIS_OF_ACTIVE_UBIQUITIN_ROLES_OF_E1_AND_E2_ENZYMES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_ACTIVE_UBIQUITIN_ROLES_OF_E1_AND_E2_ENZYMES CDC34 OTULIN RPS27A UBA1 UBA52 UBA6 UBB UBC UBE2A UBE2B UBE2C UBE2D1 UBE2D2 UBE2E1 UBE2E3 UBE2G1 UBE2G2 UBE2H UBE2K UBE2L3 UBE2Q2 UBE2R2 UBE2S UBE2T UBE2W UBE2Z UCHL3 USP5 USP7 USP9X REACTOME_SYNTHESIS_OF_BILE_ACIDS_AND_BILE_SALTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_BILE_ACIDS_AND_BILE_SALTS ABCB11 ACOT8 ACOX2 AKR1C1 AKR1C2 AKR1C3 AKR1C4 AKR1D1 AMACR BAAT CH25H CYP27A1 CYP39A1 CYP46A1 CYP7A1 CYP7B1 CYP8B1 HSD17B4 HSD3B7 NCOA1 NCOA2 NR1H4 OSBP OSBPL1A OSBPL2 OSBPL3 OSBPL6 OSBPL7 OSBPL9 PTGIS RXRA SCP2 SLC27A2 SLC27A5 REACTOME_SYNTHESIS_OF_BILE_ACIDS_AND_BILE_SALTS_VIA_24_HYDROXYCHOLESTEROL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_BILE_ACIDS_AND_BILE_SALTS_VIA_24_HYDROXYCHOLESTEROL AKR1C1 AKR1C2 AKR1C3 AKR1C4 AKR1D1 AMACR CYP27A1 CYP39A1 CYP46A1 CYP8B1 HSD3B7 PTGIS SLC27A2 SLC27A5 REACTOME_SYNTHESIS_OF_BILE_ACIDS_AND_BILE_SALTS_VIA_27_HYDROXYCHOLESTEROL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_BILE_ACIDS_AND_BILE_SALTS_VIA_27_HYDROXYCHOLESTEROL AKR1C1 AKR1C2 AKR1C3 AKR1C4 AKR1D1 CYP27A1 CYP7A1 CYP7B1 CYP8B1 HSD3B7 NCOA1 NCOA2 NR1H4 PTGIS RXRA REACTOME_SYNTHESIS_OF_BILE_ACIDS_AND_BILE_SALTS_VIA_7ALPHA_HYDROXYCHOLESTEROL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_BILE_ACIDS_AND_BILE_SALTS_VIA_7ALPHA_HYDROXYCHOLESTEROL ABCB11 ACOT8 ACOX2 AKR1C1 AKR1C2 AKR1C3 AKR1C4 AKR1D1 AMACR BAAT CYP27A1 CYP7A1 CYP7B1 CYP8B1 HSD17B4 HSD3B7 NCOA1 NCOA2 NR1H4 PTGIS RXRA SCP2 SLC27A2 SLC27A5 REACTOME_SYNTHESIS_OF_DIPHTHAMIDE_EEF2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_DIPHTHAMIDE_EEF2 DNAJC24 DPH1 DPH2 DPH3 DPH5 DPH6 DPH7 EEF2 REACTOME_SYNTHESIS_OF_DNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_DNA ANAPC1 ANAPC10 ANAPC11 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 CCNA1 CCNA2 CCNE1 CCNE2 CDC16 CDC23 CDC26 CDC27 CDC45 CDC6 CDK2 CDT1 CUL1 DNA2 FEN1 FZR1 GINS1 GINS2 GINS3 GINS4 GMNN LIG1 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 ORC1 ORC2 ORC3 ORC4 ORC5 ORC6 PCNA POLA1 POLA2 POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 PRIM1 PRIM2 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RBX1 RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 RPS27A SEM1 SKP1 SKP2 UBA52 UBB UBC UBE2C UBE2D1 UBE2E1 UBE2S REACTOME_SYNTHESIS_OF_DOLICHYL_PHOSPHATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_DOLICHYL_PHOSPHATE DHDDS DOLK DOLPP1 MVD NUS1 SRD5A3 REACTOME_SYNTHESIS_OF_EPOXY_EET_AND_DIHYDROXYEICOSATRIENOIC_ACIDS_DHET https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_EPOXY_EET_AND_DIHYDROXYEICOSATRIENOIC_ACIDS_DHET CYP1A1 CYP1A2 CYP1B1 CYP2C19 CYP2C8 CYP2C9 CYP2J2 EPHX2 REACTOME_SYNTHESIS_OF_GDP_MANNOSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_GDP_MANNOSE GMPPA GMPPB MPI PMM1 PMM2 REACTOME_SYNTHESIS_OF_GLYCOSYLPHOSPHATIDYLINOSITOL_GPI https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_GLYCOSYLPHOSPHATIDYLINOSITOL_GPI DPM2 PIGA PIGB PIGC PIGF PIGG PIGH PIGL PIGM PIGN PIGO PIGP PIGQ PIGV PIGW PIGX PIGY PIGZ REACTOME_SYNTHESIS_OF_IP2_IP_AND_INS_IN_THE_CYTOSOL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_IP2_IP_AND_INS_IN_THE_CYTOSOL IMPA1 IMPA2 INPP1 INPP4A INPP4B INPP5A INPP5B INPP5J ISYNA1 MIOX MTMR7 MTMR9 OCRL SYNJ1 REACTOME_SYNTHESIS_OF_IP3_AND_IP4_IN_THE_CYTOSOL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_IP3_AND_IP4_IN_THE_CYTOSOL CALM1 INPP5B INPP5D INPP5J INPPL1 ITPK1 ITPKA ITPKB ITPKC OCRL PLCB1 PLCB2 PLCB3 PLCB4 PLCD1 PLCD3 PLCD4 PLCE1 PLCG1 PLCG2 PLCH1 PLCH2 PLCZ1 PLD4 PTEN SYNJ1 REACTOME_SYNTHESIS_OF_KETONE_BODIES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_KETONE_BODIES AACS ACAT1 ACSS3 BDH1 BDH2 HMGCL HMGCLL1 HMGCS2 REACTOME_SYNTHESIS_OF_LEUKOTRIENES_LT_AND_EOXINS_EX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_LEUKOTRIENES_LT_AND_EOXINS_EX ABCC1 ALOX15 ALOX5 ALOX5AP CYP4A11 CYP4A22 CYP4B1 CYP4F11 CYP4F2 CYP4F22 CYP4F3 CYP4F8 DPEP1 DPEP2 DPEP3 GGT1 GGT5 LTA4H LTC4S MAPKAPK2 PTGR1 REACTOME_SYNTHESIS_OF_LIPOXINS_LX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_LIPOXINS_LX ALOX12 ALOX5 ALOX5AP HPGD LTC4S PTGR1 REACTOME_SYNTHESIS_OF_PA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_PA ACP6 AGPAT1 AGPAT2 AGPAT3 AGPAT4 AGPAT5 ALPI DDHD1 DDHD2 GNPAT GPAM GPAT2 GPAT3 GPAT4 GPD1 GPD1L GPD2 LCLAT1 LIPH LIPI LPCAT1 LPCAT4 MIGA1 MIGA2 PLA2G10 PLA2G12A PLA2G1B PLA2G2A PLA2G2D PLA2G2E PLA2G2F PLA2G4A PLA2G4B PLA2G4D PLA2G5 PLA2R1 PLD1 PLD2 PLD6 REACTOME_SYNTHESIS_OF_PC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_PC ABHD3 ACHE BCHE CEPT1 CHAT CHKA CHKB CHPT1 CSNK2A1 CSNK2A2 CSNK2B LPCAT1 LPIN1 LPIN2 LPIN3 MFSD2A PCTP PCYT1A PCYT1B PEMT PHOSPHO1 SLC44A1 SLC44A2 SLC44A3 SLC44A4 SLC44A5 STARD10 STARD7 REACTOME_SYNTHESIS_OF_PE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_PE CEPT1 CHKA CHKB ETNK1 ETNK2 ETNPPL LPIN1 LPIN2 LPIN3 PCYT2 PHOSPHO1 PISD SELENOI REACTOME_SYNTHESIS_OF_PG https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_PG CDS2 PGS1 PLD1 PLD2 PLD3 PLD4 PLD6 PTPMT1 REACTOME_SYNTHESIS_OF_PI https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_PI CDIPT CDS1 PITPNM1 PITPNM2 PITPNM3 REACTOME_SYNTHESIS_OF_PIPS_AT_THE_EARLY_ENDOSOME_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_PIPS_AT_THE_EARLY_ENDOSOME_MEMBRANE FIG4 INPP4A INPP4B INPP5F MTM1 MTMR10 MTMR12 MTMR2 MTMR4 PI4K2A PI4K2B PIK3C2A PIK3C3 PIK3R4 PIKFYVE VAC14 REACTOME_SYNTHESIS_OF_PIPS_AT_THE_ER_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_PIPS_AT_THE_ER_MEMBRANE MTMR2 PI4K2B PI4KA SACM1L SBF1 REACTOME_SYNTHESIS_OF_PIPS_AT_THE_GOLGI_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_PIPS_AT_THE_GOLGI_MEMBRANE ARF1 ARF3 FIG4 INPP5E OCRL PI4K2A PI4K2B PI4KA PI4KB PIK3C2A PIK3C2G PIK3C3 PIK3R4 PIKFYVE SACM1L TPTE TPTE2 VAC14 REACTOME_SYNTHESIS_OF_PIPS_AT_THE_LATE_ENDOSOME_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_PIPS_AT_THE_LATE_ENDOSOME_MEMBRANE FIG4 MTM1 MTMR2 MTMR4 MTMR7 MTMR9 PIK3C2A PIK3C3 PIK3R4 PIKFYVE VAC14 REACTOME_SYNTHESIS_OF_PIPS_AT_THE_PLASMA_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_PIPS_AT_THE_PLASMA_MEMBRANE ARF1 BMX INPP4A INPP4B INPP5D INPP5J INPP5K INPPL1 MTM1 MTMR1 MTMR14 MTMR2 MTMR3 MTMR6 MTMR8 MTMR9 OCRL PI4K2A PI4K2B PIK3C2A PIK3C2B PIK3C2G PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PIK3R6 PIP4K2A PIP4K2B PIP4K2C PIP5K1A PIP5K1B PIP5K1C PLEKHA1 PLEKHA2 PLEKHA3 PLEKHA4 PLEKHA5 PLEKHA6 PLEKHA8 PTEN PTPN13 RAB14 RAB4A RAB5A RUFY1 SBF2 SYNJ1 SYNJ2 REACTOME_SYNTHESIS_OF_PROSTAGLANDINS_PG_AND_THROMBOXANES_TX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_PROSTAGLANDINS_PG_AND_THROMBOXANES_TX AKR1C3 CBR1 CYP8B1 HPGD HPGDS PRXL2B PTGDS PTGES PTGES2 PTGES3 PTGIS PTGR2 PTGS1 PTGS2 TBXAS1 REACTOME_SYNTHESIS_OF_PYROPHOSPHATES_IN_THE_CYTOSOL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_PYROPHOSPHATES_IN_THE_CYTOSOL IP6K1 IP6K3 IPPK ITPK1 NUDT10 NUDT11 NUDT3 NUDT4 PPIP5K1 PPIP5K2 REACTOME_SYNTHESIS_OF_SUBSTRATES_IN_N_GLYCAN_BIOSYTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_SUBSTRATES_IN_N_GLYCAN_BIOSYTHESIS ALG5 AMDHD2 CMAS CTSA DHDDS DOLK DOLPP1 DPM1 DPM2 DPM3 FCSK FPGT FUOM GFPT1 GFPT2 GFUS GLB1 GMDS GMPPA GMPPB GNE GNPNAT1 MPI MVD NAGK NANP NANS NEU1 NEU2 NEU3 NEU4 NPL NUDT14 NUS1 PGM3 PMM1 PMM2 RENBP SLC17A5 SLC35A1 SLC35C1 SRD5A3 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST3GAL5 ST3GAL6 ST6GAL1 ST6GAL2 ST6GALNAC1 ST6GALNAC2 ST6GALNAC3 ST6GALNAC4 ST6GALNAC5 ST6GALNAC6 ST8SIA1 ST8SIA2 ST8SIA3 ST8SIA4 ST8SIA5 ST8SIA6 UAP1 REACTOME_SYNTHESIS_OF_UDP_N_ACETYL_GLUCOSAMINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_UDP_N_ACETYL_GLUCOSAMINE AMDHD2 GFPT1 GFPT2 GNPNAT1 NAGK PGM3 RENBP UAP1 REACTOME_SYNTHESIS_OF_VERY_LONG_CHAIN_FATTY_ACYL_COAS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_VERY_LONG_CHAIN_FATTY_ACYL_COAS ACSBG1 ACSBG2 ACSF3 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 ELOVL1 ELOVL2 ELOVL3 ELOVL4 ELOVL5 ELOVL6 ELOVL7 HACD1 HACD2 HACD3 HACD4 HSD17B12 HSD17B3 SLC27A3 TECR TECRL REACTOME_SYNTHESIS_OF_WYBUTOSINE_AT_G37_OF_TRNA_PHE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_WYBUTOSINE_AT_G37_OF_TRNA_PHE LCMT2 TRMT12 TRMT5 TYW1 TYW3 TYW5 REACTOME_SYNTHESIS_SECRETION_AND_DEACYLATION_OF_GHRELIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_SECRETION_AND_DEACYLATION_OF_GHRELIN ACHE BCHE CRHR2 GCG GH1 GHRL IGF1 INS KLF4 LEP MBOAT4 PCSK1 PLA2G7 SEC11A SEC11C SPCS1 SPCS2 SPCS3 UCN REACTOME_SYNTHESIS_SECRETION_AND_INACTIVATION_OF_GLUCAGON_LIKE_PEPTIDE_1_GLP_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_SECRETION_AND_INACTIVATION_OF_GLUCAGON_LIKE_PEPTIDE_1_GLP_1 CDX2 CTNNB1 DPP4 FFAR1 FFAR4 GCG GNAT3 GNB1 GNB3 GNG13 GPR119 GRP LEP PAX6 PCSK1 SEC11A SEC11C SPCS1 SPCS2 SPCS3 TCF7L2 REACTOME_SYNTHESIS_SECRETION_AND_INACTIVATION_OF_GLUCOSE_DEPENDENT_INSULINOTROPIC_POLYPEPTIDE_GIP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_SECRETION_AND_INACTIVATION_OF_GLUCOSE_DEPENDENT_INSULINOTROPIC_POLYPEPTIDE_GIP DPP4 FFAR1 GATA4 GIP GPR119 ISL1 PAX6 PCSK1 SEC11A SEC11C SPCS1 SPCS2 SPCS3 REACTOME_S_PHASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_S_PHASE AKT1 AKT2 AKT3 ANAPC1 ANAPC10 ANAPC11 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 CABLES1 CCNA1 CCNA2 CCND1 CCNE1 CCNE2 CCNH CDC16 CDC23 CDC25A CDC25B CDC26 CDC27 CDC45 CDC6 CDCA5 CDK2 CDK4 CDK7 CDKN1A CDKN1B CDT1 CKS1B CUL1 DNA2 E2F1 E2F4 E2F5 ESCO1 ESCO2 FEN1 FZR1 GINS1 GINS2 GINS3 GINS4 GMNN GSK3B LIG1 LIN37 LIN52 LIN54 LIN9 MAX MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 MNAT1 MYC ORC1 ORC2 ORC3 ORC4 ORC5 ORC6 PCNA PDS5A PDS5B POLA1 POLA2 POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 PRIM1 PRIM2 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTK6 RAD21 RB1 RBBP4 RBL2 RBX1 RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 RPS27A SEM1 SKP1 SKP2 SMC1A SMC3 STAG1 STAG2 TFDP1 TFDP2 UBA52 UBB UBC UBE2C UBE2D1 UBE2E1 UBE2S WAPL WEE1 REACTOME_TACHYKININ_RECEPTORS_BIND_TACHYKININS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TACHYKININ_RECEPTORS_BIND_TACHYKININS TAC1 TAC3 TACR1 TACR2 TACR3 REACTOME_TAK1_DEPENDENT_IKK_AND_NF_KAPPA_B_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TAK1_DEPENDENT_IKK_AND_NF_KAPPA_B_ACTIVATION AGER ALPK1 APP CASP8 CHUK HMGB1 IKBIP IKBKB IKBKG IRAK1 IRAK2 LRRC14 MAP3K7 N4BP1 NFKB1 NFKB2 NFKBIA NFKBIB NKIRAS1 NKIRAS2 NLRC5 NLRX1 NOD1 NOD2 RELA RIPK2 RPS27A S100A12 S100B SAA1 TAB1 TAB2 TAB3 TIFA TP53 TRAF2 TRAF6 UBA52 UBB UBC UBE2N UBE2V1 USP14 USP18 REACTOME_TANDEM_PORE_DOMAIN_POTASSIUM_CHANNELS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TANDEM_PORE_DOMAIN_POTASSIUM_CHANNELS KCNK1 KCNK10 KCNK13 KCNK16 KCNK17 KCNK18 KCNK2 KCNK3 KCNK4 KCNK6 KCNK7 KCNK9 REACTOME_TBC_RABGAPS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TBC_RABGAPS ARF6 GABARAP GABARAPL2 GGA1 GGA2 GGA3 MAP1LC3B OPTN RAB11A RAB11B RAB33A RAB33B RAB35 RAB4A RAB5A RAB5B RAB5C RAB6A RAB6B RAB7A RAB7B RAB8A RAB8B RABEP1 RABGAP1 RABGEF1 SYTL1 TBC1D10A TBC1D10B TBC1D10C TBC1D13 TBC1D14 TBC1D15 TBC1D16 TBC1D17 TBC1D2 TBC1D20 TBC1D24 TBC1D25 TBC1D3 TBC1D7 TSC1 TSC2 ULK1 REACTOME_TCF_DEPENDENT_SIGNALING_IN_RESPONSE_TO_WNT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TCF_DEPENDENT_SIGNALING_IN_RESPONSE_TO_WNT AKT1 AKT2 AMER1 APC ASH2L AXIN1 AXIN2 BCL9 BCL9L BTRC CAV1 CBY1 CCDC88C CDC73 CHD8 CREBBP CSNK1A1 CSNK1E CSNK1G2 CSNK2A1 CSNK2A2 CSNK2B CTBP1 CTNNB1 CTNNBIP1 CUL3 CXXC4 DACT1 DKK1 DKK2 DKK4 DVL1 DVL2 DVL3 EP300 FRAT1 FRAT2 FZD1 FZD2 FZD4 FZD5 FZD6 FZD8 GSK3B H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3-4 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HDAC1 HECW1 KAT5 KLHL12 KMT2D KREMEN1 KREMEN2 LEF1 LEO1 LGR4 LGR5 LGR6 LRP5 LRP6 MEN1 MYC PIP5K1B PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PYGO1 PYGO2 RBBP5 RBX1 RNF146 RNF43 RPS27A RSPO1 RSPO2 RSPO3 RSPO4 RUNX3 RUVBL1 RYK SEM1 SFRP1 SFRP2 SMARCA4 SMURF2 SOST SOX13 SOX17 SOX2 SOX3 SOX4 SOX6 SOX7 SOX9 SRY TCF4 TCF7 TCF7L1 TCF7L2 TERT TLE1 TLE2 TLE3 TLE4 TNKS TNKS2 TRRAP UBA52 UBB UBC USP34 USP8 WIF1 WNT1 WNT3 WNT3A WNT4 WNT5A WNT8A WNT8B WNT9A XIAP XPO1 YWHAZ ZNRF3 REACTOME_TCR_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TCR_SIGNALING BCL10 BTRC CARD11 CD101 CD247 CD3D CD3E CD3G CD4 CDC34 CHUK CSK CUL1 ENAH EVL FBXW11 FYB1 GRAP2 HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 IKBKB IKBKG INPP5D ITK LAT LCK LCP2 MALT1 MAP3K7 NCK1 NFKB1 NFKBIA PAG1 PAK1 PAK2 PAK3 PDPK1 PIK3CA PIK3CB PIK3R1 PIK3R2 PLCG1 PLCG2 PRKCQ PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTEN PTPN22 PTPRC PTPRJ RELA RIPK2 RPS27A SEM1 SKP1 TAB2 TRAF6 TRAT1 TRAV19 TRAV29DV5 TRAV8-4 TRBV12-3 TRBV7-9 UBA52 UBB UBC UBE2D1 UBE2D2 UBE2N UBE2V1 VASP WAS ZAP70 REACTOME_TELOMERE_C_STRAND_LAGGING_STRAND_SYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TELOMERE_C_STRAND_LAGGING_STRAND_SYNTHESIS ACD BLM CHTF18 CHTF8 CTC1 DNA2 DSCC1 FEN1 LIG1 PCNA POLA1 POLA2 POLD1 POLD2 POLD3 POLD4 POT1 PRIM1 PRIM2 RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 STN1 TEN1 TERF1 TERF2 TERF2IP TINF2 WRN REACTOME_TELOMERE_C_STRAND_SYNTHESIS_INITIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TELOMERE_C_STRAND_SYNTHESIS_INITIATION ACD CTC1 POLA1 POLA2 POT1 PRIM1 PRIM2 STN1 TEN1 TERF1 TERF2 TERF2IP TINF2 REACTOME_TELOMERE_EXTENSION_BY_TELOMERASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TELOMERE_EXTENSION_BY_TELOMERASE ACD ANKRD28 CCNA1 CCNA2 CDK2 DKC1 GAR1 NHP2 NOP10 PIF1 POT1 PPP6C PPP6R3 RTEL1 RUVBL1 RUVBL2 SHQ1 TERF1 TERF2 TERF2IP TERT TINF2 WRAP53 REACTOME_TELOMERE_MAINTENANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TELOMERE_MAINTENANCE ACD ANKRD28 ATRX BLM CCNA1 CCNA2 CDK2 CHTF18 CHTF8 CTC1 DAXX DKC1 DNA2 DSCC1 FEN1 GAR1 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3-4 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 LIG1 NHP2 NOP10 PCNA PIF1 POLA1 POLA2 POLD1 POLD2 POLD3 POLD4 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L POT1 PPP6C PPP6R3 PRIM1 PRIM2 RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 RTEL1 RUVBL1 RUVBL2 SHQ1 STN1 TEN1 TERF1 TERF2 TERF2IP TERT TINF2 WRAP53 WRN REACTOME_TERMINAL_PATHWAY_OF_COMPLEMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TERMINAL_PATHWAY_OF_COMPLEMENT C5 C6 C7 C8A C8B C8G C9 CLU REACTOME_TERMINATION_OF_O_GLYCAN_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TERMINATION_OF_O_GLYCAN_BIOSYNTHESIS MUC1 MUC12 MUC13 MUC15 MUC16 MUC17 MUC20 MUC21 MUC3A MUC4 MUC5AC MUC5B MUC6 MUC7 MUCL1 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST6GAL1 ST6GALNAC2 ST6GALNAC3 ST6GALNAC4 REACTOME_TERMINATION_OF_TRANSLESION_DNA_SYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TERMINATION_OF_TRANSLESION_DNA_SYNTHESIS ISG15 PCLAF PCNA POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POLH POLI POLK REV1 RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 RPS27A TRIM25 UBA52 UBA7 UBB UBC UBE2L6 USP10 USP43 REACTOME_TETRAHYDROBIOPTERIN_BH4_SYNTHESIS_RECYCLING_SALVAGE_AND_REGULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TETRAHYDROBIOPTERIN_BH4_SYNTHESIS_RECYCLING_SALVAGE_AND_REGULATION AKT1 CALM1 DHFR GCH1 GCHFR HSP90AA1 NOS3 PRKG2 PTS SPR REACTOME_TFAP2A_ACTS_AS_A_TRANSCRIPTIONAL_REPRESSOR_DURING_RETINOIC_ACID_INDUCED_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TFAP2A_ACTS_AS_A_TRANSCRIPTIONAL_REPRESSOR_DURING_RETINOIC_ACID_INDUCED_CELL_DIFFERENTIATION HSPD1 MYBL2 NOP2 NPM1 TFAP2A REACTOME_TFAP2_AP_2_FAMILY_REGULATES_TRANSCRIPTION_OF_CELL_CYCLE_FACTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TFAP2_AP_2_FAMILY_REGULATES_TRANSCRIPTION_OF_CELL_CYCLE_FACTORS CDKN1A KDM5B MYC TFAP2A TFAP2C REACTOME_TFAP2_AP_2_FAMILY_REGULATES_TRANSCRIPTION_OF_GROWTH_FACTORS_AND_THEIR_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TFAP2_AP_2_FAMILY_REGULATES_TRANSCRIPTION_OF_GROWTH_FACTORS_AND_THEIR_RECEPTORS ATAD2 CGA CGB3 CGB5 CGB8 EGFR ERBB2 ESR1 KIT TFAP2A TFAP2B TFAP2C TGFA VEGFA YY1 REACTOME_TGF_BETA_RECEPTOR_SIGNALING_ACTIVATES_SMADS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TGF_BETA_RECEPTOR_SIGNALING_ACTIVATES_SMADS BAMBI CBL FBN1 FKBP1A FURIN ITGA8 ITGAV ITGB1 ITGB3 ITGB5 ITGB6 ITGB8 LTBP1 LTBP2 LTBP3 LTBP4 MTMR4 NEDD4L NEDD8 PMEPA1 PPP1CA PPP1CB PPP1CC PPP1R15A RPS27A SMAD2 SMAD3 SMAD4 SMAD7 SMURF1 SMURF2 STRAP STUB1 TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 UBA52 UBB UBC UBE2M UCHL5 USP15 XPO1 ZFYVE9 REACTOME_TGF_BETA_RECEPTOR_SIGNALING_IN_EMT_EPITHELIAL_TO_MESENCHYMAL_TRANSITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TGF_BETA_RECEPTOR_SIGNALING_IN_EMT_EPITHELIAL_TO_MESENCHYMAL_TRANSITION ARHGEF18 CGN F11R FKBP1A PARD3 PARD6A PRKCZ RHOA RPS27A SMURF1 TGFB1 TGFBR1 TGFBR2 UBA52 UBB UBC REACTOME_THE_ACTIVATION_OF_ARYLSULFATASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_THE_ACTIVATION_OF_ARYLSULFATASES ARSA ARSB ARSD ARSF ARSG ARSH ARSI ARSJ ARSK ARSL STS SUMF1 SUMF2 REACTOME_THE_CANONICAL_RETINOID_CYCLE_IN_RODS_TWILIGHT_VISION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_THE_CANONICAL_RETINOID_CYCLE_IN_RODS_TWILIGHT_VISION ABCA4 CYP4V2 DHRS9 HSD17B1 HSD17B6 LRAT MYO7A NAPEPLD RBP1 RBP3 RBP4 RDH10 RDH11 RDH12 RDH16 RDH5 RDH8 RHO RLBP1 RPE65 SDR9C7 STRA6 TTR REACTOME_THE_CITRIC_ACID_TCA_CYCLE_AND_RESPIRATORY_ELECTRON_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_THE_CITRIC_ACID_TCA_CYCLE_AND_RESPIRATORY_ELECTRON_TRANSPORT ACAD9 ACO2 ADHFE1 ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5PB ATP5PD ATP5PF ATP5PO BSG COA1 COQ10A COQ10B COX11 COX14 COX16 COX18 COX19 COX20 COX4I1 COX5A COX5B COX6A1 COX6B1 COX6C COX7A2L COX7B COX7C COX8A CS CYC1 CYCS D2HGDH DLAT DLD DLST DMAC2L ECSIT ETFA ETFB ETFDH FAHD1 FH GLO1 GSTZ1 HAGH IDH2 IDH3A IDH3B IDH3G L2HGDH LDHA LDHAL6A LDHAL6B LDHB LDHC LRPPRC MDH2 ME1 ME2 ME3 MPC1 MPC2 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA3 NDUFA4 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF6 NDUFAF7 NDUFB1 NDUFB10 NDUFB11 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 NNT NUBPL OGDH PDHA1 PDHA2 PDHB PDHX PDK1 PDK2 PDK3 PDK4 PDP1 PDP2 PDPR PM20D1 PPARD RXRA SCO1 SCO2 SDHA SDHB SDHC SDHD SLC16A1 SLC16A3 SLC16A8 SLC25A14 SLC25A27 SUCLA2 SUCLG1 SUCLG2 SURF1 TACO1 TIMMDC1 TMEM126B TMEM186 TRAP1 UCP1 UCP2 UCP3 UQCR10 UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRH UQCRQ VDAC1 REACTOME_THE_FATTY_ACID_CYCLING_MODEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_THE_FATTY_ACID_CYCLING_MODEL SLC25A14 SLC25A27 UCP1 UCP2 UCP3 REACTOME_THE_NLRP3_INFLAMMASOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_THE_NLRP3_INFLAMMASOME APP CASP1 HMOX1 HSP90AB1 MEFV NFKB1 NFKB2 NLRP3 P2RX7 PANX1 PSTPIP1 PYCARD RELA SUGT1 TXN TXNIP REACTOME_THE_PHOTOTRANSDUCTION_CASCADE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_THE_PHOTOTRANSDUCTION_CASCADE CALM1 CAMKMT CNGA1 CNGB1 FNTA FNTB GNAT1 GNB1 GNB5 GNGT1 GRK1 GRK4 GRK7 GUCA1A GUCA1B GUCA1C GUCY2D GUCY2F METAP1 METAP2 NMT1 NMT2 PDE6A PDE6B PDE6G PPEF1 PRKCA PRKCQ RCVRN RGS9 RGS9BP RHO SAG SLC24A1 REACTOME_THE_RETINOID_CYCLE_IN_CONES_DAYLIGHT_VISION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_THE_RETINOID_CYCLE_IN_CONES_DAYLIGHT_VISION AWAT2 DHRS3 OPN1LW OPN1MW OPN1SW RBP3 RLBP1 REACTOME_THE_ROLE_OF_GTSE1_IN_G2_M_PROGRESSION_AFTER_G2_CHECKPOINT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_THE_ROLE_OF_GTSE1_IN_G2_M_PROGRESSION_AFTER_G2_CHECKPOINT CCNB1 CCNB2 CDK1 CDKN1A FKBPL GTSE1 HSP90AA1 HSP90AB1 MAPRE1 PLK1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RPS27A SEM1 TP53 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B UBA52 UBB UBC REACTOME_THE_ROLE_OF_NEF_IN_HIV_1_REPLICATION_AND_DISEASE_PATHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_THE_ROLE_OF_NEF_IN_HIV_1_REPLICATION_AND_DISEASE_PATHOGENESIS AP1B1 AP1G1 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 ARF1 ATP6V1H B2M CD247 CD28 CD4 CD8B DOCK2 ELMO1 FYN HCK HLA-A LCK PACS1 PAK2 RAC1 REACTOME_THROMBIN_SIGNALLING_THROUGH_PROTEINASE_ACTIVATED_RECEPTORS_PARS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_THROMBIN_SIGNALLING_THROUGH_PROTEINASE_ACTIVATED_RECEPTORS_PARS ARRB1 ARRB2 F2 F2R F2RL2 F2RL3 GNA11 GNA12 GNA13 GNA14 GNA15 GNAQ GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 MAPK1 MAPK3 SRC REACTOME_THROMBOXANE_SIGNALLING_THROUGH_TP_RECEPTOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_THROMBOXANE_SIGNALLING_THROUGH_TP_RECEPTOR AAMP GNA11 GNA13 GNA14 GNA15 GNAQ GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 TBXA2R REACTOME_THYROXINE_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_THYROXINE_BIOSYNTHESIS CGA DIO1 DIO2 DIO3 DUOX1 DUOX2 IYD SLC5A5 TPO TSHB REACTOME_TICAM1_DEPENDENT_ACTIVATION_OF_IRF3_IRF7 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TICAM1_DEPENDENT_ACTIVATION_OF_IRF3_IRF7 IKBKE IRF3 IRF7 RPS27A TANK TBK1 TICAM1 TLR3 TRAF3 UBA52 UBB UBC REACTOME_TICAM1_RIP1_MEDIATED_IKK_COMPLEX_RECRUITMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TICAM1_RIP1_MEDIATED_IKK_COMPLEX_RECRUITMENT BIRC2 BIRC3 CHUK IKBKB IKBKG RIPK1 RIPK3 RPS27A TICAM1 TLR3 TRAF6 UBA52 UBB UBC UBE2D1 UBE2D2 UBE2D3 UBE2N UBE2V1 REACTOME_TICAM1_TRAF6_DEPENDENT_INDUCTION_OF_TAK1_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TICAM1_TRAF6_DEPENDENT_INDUCTION_OF_TAK1_COMPLEX MAP3K7 RPS27A TAB1 TAB2 TAB3 TICAM1 TLR3 TRAF6 UBA52 UBB UBC REACTOME_TIE2_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TIE2_SIGNALING ANGPT1 ANGPT2 ANGPT4 DOK2 GRB14 GRB2 GRB7 HRAS KRAS NRAS PIK3CA PIK3CB PIK3R1 PIK3R2 PTPN11 SHC1 SOS1 TEK REACTOME_TIGHT_JUNCTION_INTERACTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TIGHT_JUNCTION_INTERACTIONS CLDN1 CLDN10 CLDN11 CLDN12 CLDN14 CLDN15 CLDN16 CLDN17 CLDN18 CLDN19 CLDN2 CLDN20 CLDN22 CLDN23 CLDN3 CLDN4 CLDN5 CLDN6 CLDN7 CLDN8 CLDN9 CRB3 F11R PALS1 PARD3 PARD6A PARD6B PARD6G PATJ PRKCI REACTOME_TLR3_MEDIATED_TICAM1_DEPENDENT_PROGRAMMED_CELL_DEATH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TLR3_MEDIATED_TICAM1_DEPENDENT_PROGRAMMED_CELL_DEATH CASP8 FADD RIPK1 RIPK3 TICAM1 TLR3 REACTOME_TNFR1_INDUCED_NF_KAPPA_B_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TNFR1_INDUCED_NF_KAPPA_B_SIGNALING_PATHWAY BIRC2 BIRC3 CHUK CYLD IKBKB IKBKG MAP3K7 OPTN OTUD1 OTUD7B RACK1 RBCK1 RIPK1 RNF31 RPS27A SHARPIN SPATA2 TAB1 TAB2 TAB3 TNF TNFAIP3 TNFRSF1A TRADD TRAF1 TRAF2 UBA52 UBB UBC USP2 USP21 USP4 XIAP REACTOME_TNFR1_INDUCED_PROAPOPTOTIC_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TNFR1_INDUCED_PROAPOPTOTIC_SIGNALING BIRC2 BIRC3 CASP8 CYLD FADD IKBKE MIB2 OPTN OTUD1 OTUD7B RBCK1 RIPK1 RNF31 SHARPIN SPATA2 TBK1 TNF TNFAIP3 TNFRSF1A TRADD TRAF2 USP2 USP21 USP4 XIAP REACTOME_TNFR1_MEDIATED_CERAMIDE_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TNFR1_MEDIATED_CERAMIDE_PRODUCTION NSMAF RACK1 SMPD2 SMPD3 TNF TNFRSF1A REACTOME_TNFR2_NON_CANONICAL_NF_KB_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TNFR2_NON_CANONICAL_NF_KB_PATHWAY BIRC2 BIRC3 BTRC CD27 CD40 CD40LG CD70 CHUK CUL1 EDA EDA2R EDAR EDARADD FASLG FBXW11 LTA LTB LTBR MAP3K14 NFKB2 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RELB RPS27A SEM1 SKP1 TNF TNFRSF11A TNFRSF11B TNFRSF12A TNFRSF13B TNFRSF13C TNFRSF14 TNFRSF17 TNFRSF18 TNFRSF1A TNFRSF1B TNFRSF25 TNFRSF4 TNFRSF6B TNFRSF8 TNFRSF9 TNFSF11 TNFSF12 TNFSF13 TNFSF13B TNFSF14 TNFSF15 TNFSF18 TNFSF4 TNFSF8 TNFSF9 TRAF2 TRAF3 UBA3 UBA52 UBB UBC UBE2M REACTOME_TNFS_BIND_THEIR_PHYSIOLOGICAL_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TNFS_BIND_THEIR_PHYSIOLOGICAL_RECEPTORS CD27 CD70 EDA EDA2R EDAR EDARADD FASLG LTA TNFRSF11B TNFRSF13B TNFRSF14 TNFRSF17 TNFRSF18 TNFRSF1A TNFRSF1B TNFRSF25 TNFRSF4 TNFRSF6B TNFRSF8 TNFRSF9 TNFSF11 TNFSF13 TNFSF13B TNFSF14 TNFSF15 TNFSF18 TNFSF4 TNFSF8 TNFSF9 REACTOME_TNF_RECEPTOR_SUPERFAMILY_TNFSF_MEMBERS_MEDIATING_NON_CANONICAL_NF_KB_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TNF_RECEPTOR_SUPERFAMILY_TNFSF_MEMBERS_MEDIATING_NON_CANONICAL_NF_KB_PATHWAY BIRC2 BIRC3 CD40 CD40LG LTA LTB LTBR MAP3K14 TNFRSF11A TNFRSF12A TNFRSF13C TNFSF11 TNFSF12 TNFSF13B TNFSF14 TRAF2 TRAF3 REACTOME_TNF_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TNF_SIGNALING ADAM17 BAG4 BIRC2 BIRC3 CASP8 CFLAR CHUK CLIP3 CYLD FADD IKBKB IKBKE IKBKG MADD MAP3K7 MAPKAPK2 MIB2 NSMAF OPTN OTUD1 OTUD7B OTULIN RACK1 RBCK1 RIPK1 RNF31 RPS27A SHARPIN SMPD2 SMPD3 SPATA2 SPPL2A SPPL2B STUB1 TAB1 TAB2 TAB3 TAX1BP1 TBK1 TNF TNFAIP3 TNFRSF1A TRADD TRAF1 TRAF2 UBA52 UBB UBC UBE2D1 UBE2D2 UBE2D3 UBE2L3 ULK1 USP2 USP21 USP4 XIAP REACTOME_TOLL_LIKE_RECEPTOR_9_TLR9_CASCADE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TOLL_LIKE_RECEPTOR_9_TLR9_CASCADE AGER ALPK1 APP ATF1 ATF2 BTRC CASP8 CD14 CHUK CREB1 CUL1 DUSP3 DUSP4 DUSP6 DUSP7 ECSIT EEA1 ELK1 FBXW11 FOS HMGB1 IKBIP IKBKB IKBKG IRAK1 IRAK2 IRAK4 IRF7 JUN LRRC14 LY96 MAP2K1 MAP2K3 MAP2K4 MAP2K6 MAP2K7 MAP3K1 MAP3K7 MAP3K8 MAPK1 MAPK10 MAPK11 MAPK14 MAPK3 MAPK7 MAPK8 MAPK9 MAPKAPK2 MAPKAPK3 MEF2A MEF2C MYD88 N4BP1 NFKB1 NFKB2 NFKBIA NFKBIB NKIRAS1 NKIRAS2 NLRC5 NLRX1 NOD1 NOD2 PELI1 PELI2 PELI3 PIK3C3 PIK3R4 PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5D RBSN RELA RIPK2 RPS27A RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA5 S100A12 S100B SAA1 SKP1 TAB1 TAB2 TAB3 TICAM1 TICAM2 TIFA TLR4 TLR7 TLR9 TNIP2 TP53 TRAF2 TRAF6 UBA52 UBB UBC UBE2N UBE2V1 USP14 USP18 VRK3 REACTOME_TOLL_LIKE_RECEPTOR_CASCADES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TOLL_LIKE_RECEPTOR_CASCADES AGER ALPK1 APOB APP ATF1 ATF2 BIRC2 BIRC3 BPI BTK BTRC CASP8 CD14 CD180 CD36 CHUK CNPY3 CREB1 CTSB CTSK CTSL CTSS CTSV CUL1 DNM1 DNM2 DNM3 DUSP3 DUSP4 DUSP6 DUSP7 ECSIT EEA1 ELK1 FADD FBXW11 FGA FGB FGG FOS GSDMD GSDME HMGB1 HSP90B1 IKBIP IKBKB IKBKE IKBKG IRAK1 IRAK2 IRAK3 IRAK4 IRF3 IRF7 ITGAM ITGB2 JUN LBP LGMN LRRC14 LY86 LY96 MAP2K1 MAP2K3 MAP2K4 MAP2K6 MAP2K7 MAP3K1 MAP3K7 MAP3K8 MAPK1 MAPK10 MAPK11 MAPK14 MAPK3 MAPK7 MAPK8 MAPK9 MAPKAPK2 MAPKAPK3 MEF2A MEF2C MYD88 N4BP1 NFKB1 NFKB2 NFKBIA NFKBIB NKIRAS1 NKIRAS2 NLRC5 NLRX1 NOD1 NOD2 PELI1 PELI2 PELI3 PIK3C3 PIK3R4 PLCG2 PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5D PTPN11 PTPN4 RBSN RELA RIPK1 RIPK2 RIPK3 RPS27A RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA5 S100A1 S100A12 S100A8 S100A9 S100B SAA1 SARM1 SFTPA1 SFTPA2 SFTPD SIGIRR SKP1 SOCS1 TAB1 TAB2 TAB3 TANK TBK1 TICAM1 TICAM2 TIFA TIRAP TLR1 TLR10 TLR2 TLR3 TLR4 TLR5 TLR6 TLR7 TLR8 TLR9 TNIP2 TP53 TRAF2 TRAF3 TRAF6 UBA52 UBB UBC UBE2D1 UBE2D2 UBE2D3 UBE2N UBE2V1 UNC93B1 USP14 USP18 VRK3 REACTOME_TOLL_LIKE_RECEPTOR_TLR1_TLR2_CASCADE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TOLL_LIKE_RECEPTOR_TLR1_TLR2_CASCADE AGER ALPK1 APP ATF1 ATF2 BTK BTRC CASP8 CD14 CD36 CHUK CREB1 CUL1 DUSP3 DUSP4 DUSP6 DUSP7 ECSIT ELK1 FBXW11 FGA FGB FGG FOS HMGB1 IKBIP IKBKB IKBKG IRAK1 IRAK2 IRAK3 IRAK4 JUN LRRC14 LY96 MAP2K1 MAP2K3 MAP2K4 MAP2K6 MAP2K7 MAP3K1 MAP3K7 MAP3K8 MAPK1 MAPK10 MAPK11 MAPK14 MAPK3 MAPK7 MAPK8 MAPK9 MAPKAPK2 MAPKAPK3 MEF2A MEF2C MYD88 N4BP1 NFKB1 NFKB2 NFKBIA NFKBIB NKIRAS1 NKIRAS2 NLRC5 NLRX1 NOD1 NOD2 PELI1 PELI2 PELI3 PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5D RELA RIPK2 RPS27A RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA5 S100A1 S100A12 S100A8 S100A9 S100B SAA1 SFTPA1 SFTPA2 SFTPD SIGIRR SKP1 SOCS1 TAB1 TAB2 TAB3 TIFA TIRAP TLR1 TLR2 TLR4 TLR6 TNIP2 TP53 TRAF2 TRAF6 UBA52 UBB UBC UBE2N UBE2V1 USP14 USP18 VRK3 REACTOME_TOXICITY_OF_BOTULINUM_TOXIN_TYPE_D_BOTD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TOXICITY_OF_BOTULINUM_TOXIN_TYPE_D_BOTD SV2A SV2B SV2C VAMP1 VAMP2 REACTOME_TP53_REGULATES_METABOLIC_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TP53_REGULATES_METABOLIC_GENES AGO1 AGO2 AGO3 AGO4 AKT1 AKT2 AKT3 COX11 COX14 COX16 COX18 COX19 COX20 COX4I1 COX5A COX5B COX6A1 COX6B1 COX6C COX7A2L COX7B COX7C COX8A CYCS DDIT4 G6PD GLS GLS2 GPI GPX2 GSR LAMTOR1 LAMTOR2 LAMTOR3 LAMTOR4 LAMTOR5 LRPPRC MLST8 MOV10 MT-CO1 MT-CO2 MT-CO3 MTOR NDUFA4 PRDX1 PRDX2 PRDX5 PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 PTEN RHEB RPTOR RRAGA RRAGB RRAGC RRAGD RRM2B SCO1 SCO2 SESN1 SESN2 SESN3 SFN SLC38A9 SURF1 TACO1 TIGAR TNRC6A TNRC6B TNRC6C TP53 TP63 TSC1 TSC2 TXN TXNRD1 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ REACTOME_TP53_REGULATES_TRANSCRIPTION_OF_ADDITIONAL_CELL_CYCLE_GENES_WHOSE_EXACT_ROLE_IN_THE_P53_PATHWAY_REMAIN_UNCERTAIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TP53_REGULATES_TRANSCRIPTION_OF_ADDITIONAL_CELL_CYCLE_GENES_WHOSE_EXACT_ROLE_IN_THE_P53_PATHWAY_REMAIN_UNCERTAIN BTG2 CDC25C CENPJ CNOT1 CNOT10 CNOT11 CNOT2 CNOT3 CNOT4 CNOT6 CNOT6L CNOT7 CNOT8 CNOT9 NPM1 PLAGL1 PLK2 PLK3 RGCC TNKS1BP1 TP53 REACTOME_TP53_REGULATES_TRANSCRIPTION_OF_CASPASE_ACTIVATORS_AND_CASPASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TP53_REGULATES_TRANSCRIPTION_OF_CASPASE_ACTIVATORS_AND_CASPASES APAF1 ATM CASP1 CASP10 CASP2 CASP6 CRADD NLRC4 PIDD1 TP53 TP63 TP73 REACTOME_TP53_REGULATES_TRANSCRIPTION_OF_CELL_CYCLE_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TP53_REGULATES_TRANSCRIPTION_OF_CELL_CYCLE_GENES ARID3A AURKA BAX BTG2 CARM1 CCNA1 CCNA2 CCNB1 CCNE1 CCNE2 CDC25C CDK1 CDK2 CDKN1A CDKN1B CENPJ CNOT1 CNOT10 CNOT11 CNOT2 CNOT3 CNOT4 CNOT6 CNOT6L CNOT7 CNOT8 CNOT9 E2F1 E2F4 E2F7 E2F8 EP300 GADD45A NPM1 PCBP4 PCNA PLAGL1 PLK2 PLK3 PRMT1 RBL1 RBL2 RGCC SFN TFDP1 TFDP2 TNKS1BP1 TP53 ZNF385A REACTOME_TP53_REGULATES_TRANSCRIPTION_OF_CELL_DEATH_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TP53_REGULATES_TRANSCRIPTION_OF_CELL_DEATH_GENES AIFM2 APAF1 ATM BAX BBC3 BCL2L14 BCL6 BID BIRC5 BNIP3L CASP1 CASP10 CASP2 CASP6 CHM CRADD CREBBP FAS IGFBP3 NDRG1 NLRC4 PERP PIDD1 PMAIP1 PPP1R13B PRELID1 PRELID3A RABGGTA RABGGTB STEAP3 TMEM219 TNFRSF10A TNFRSF10B TNFRSF10C TNFRSF10D TP53 TP53AIP1 TP53BP2 TP53I3 TP53INP1 TP63 TP73 TRIAP1 ZNF420 REACTOME_TP53_REGULATES_TRANSCRIPTION_OF_DEATH_RECEPTORS_AND_LIGANDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TP53_REGULATES_TRANSCRIPTION_OF_DEATH_RECEPTORS_AND_LIGANDS FAS IGFBP3 PPP1R13B TMEM219 TNFRSF10A TNFRSF10B TNFRSF10C TNFRSF10D TP53 TP53BP2 TP63 TP73 REACTOME_TP53_REGULATES_TRANSCRIPTION_OF_DNA_REPAIR_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TP53_REGULATES_TRANSCRIPTION_OF_DNA_REPAIR_GENES ATF2 ATM ATR BRCA1 CCNH CCNK CCNT1 CCNT2 CDK12 CDK13 CDK7 CDK9 CHEK1 CTDP1 DDB2 ELL ELOA ELOA2 ELOB ELOC ERCC2 ERCC3 FANCC FANCD2 FANCI FOS GTF2F1 GTF2F2 GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 JUN MDC1 MLH1 MNAT1 MSH2 NELFA NELFB NELFCD NELFE PMS2 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L RAD51D SSRP1 SUPT16H SUPT4H1 SUPT5H TCEA1 TP53 REACTOME_TP53_REGULATES_TRANSCRIPTION_OF_GENES_INVOLVED_IN_CYTOCHROME_C_RELEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TP53_REGULATES_TRANSCRIPTION_OF_GENES_INVOLVED_IN_CYTOCHROME_C_RELEASE AIFM2 ATM BAX BBC3 BID BNIP3L CREBBP PMAIP1 PPP1R13B PRELID1 PRELID3A STEAP3 TP53 TP53AIP1 TP53BP2 TP53INP1 TP63 TP73 TRIAP1 ZNF420 REACTOME_TP53_REGULATES_TRANSCRIPTION_OF_GENES_INVOLVED_IN_G1_CELL_CYCLE_ARREST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TP53_REGULATES_TRANSCRIPTION_OF_GENES_INVOLVED_IN_G1_CELL_CYCLE_ARREST ARID3A CCNA1 CCNA2 CCNE1 CCNE2 CDK2 CDKN1A CDKN1B E2F1 E2F7 E2F8 PCBP4 TP53 ZNF385A REACTOME_TP53_REGULATES_TRANSCRIPTION_OF_GENES_INVOLVED_IN_G2_CELL_CYCLE_ARREST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TP53_REGULATES_TRANSCRIPTION_OF_GENES_INVOLVED_IN_G2_CELL_CYCLE_ARREST AURKA BAX CARM1 CCNB1 CDC25C CDK1 E2F4 EP300 GADD45A PCNA PRMT1 RBL1 RBL2 SFN TFDP1 TFDP2 TP53 ZNF385A REACTOME_TP53_REGULATES_TRANSCRIPTION_OF_SEVERAL_ADDITIONAL_CELL_DEATH_GENES_WHOSE_SPECIFIC_ROLES_IN_P53_DEPENDENT_APOPTOSIS_REMAIN_UNCERTAIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TP53_REGULATES_TRANSCRIPTION_OF_SEVERAL_ADDITIONAL_CELL_DEATH_GENES_WHOSE_SPECIFIC_ROLES_IN_P53_DEPENDENT_APOPTOSIS_REMAIN_UNCERTAIN BCL2L14 BCL6 BIRC5 CHM NDRG1 PERP PPP1R13B RABGGTA RABGGTB TP53 TP53BP2 TP53I3 TP63 TP73 REACTOME_TRAF3_DEPENDENT_IRF_ACTIVATION_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRAF3_DEPENDENT_IRF_ACTIVATION_PATHWAY CREBBP EP300 IFIH1 IFNB1 IKBKE IRF3 IRF7 MAVS RIGI RNF135 SIKE1 TBK1 TRAF3 TRIM25 TRIM4 REACTOME_TRAF6_MEDIATED_INDUCTION_OF_TAK1_COMPLEX_WITHIN_TLR4_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRAF6_MEDIATED_INDUCTION_OF_TAK1_COMPLEX_WITHIN_TLR4_COMPLEX CD14 IRAK2 LY96 MAP3K7 RPS27A SARM1 TAB1 TAB2 TAB3 TICAM1 TICAM2 TLR4 TRAF6 UBA52 UBB UBC REACTOME_TRAF6_MEDIATED_IRF7_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRAF6_MEDIATED_IRF7_ACTIVATION CREBBP EP300 IFIH1 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IKBKE IRF3 IRF7 MAVS RIGI RNF135 SIKE1 TANK TBK1 TRAF2 TRAF6 TRIM25 TRIM4 REACTOME_TRAF6_MEDIATED_IRF7_ACTIVATION_IN_TLR7_8_OR_9_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRAF6_MEDIATED_IRF7_ACTIVATION_IN_TLR7_8_OR_9_SIGNALING IRAK1 IRAK4 IRF7 MYD88 RPS27A TLR7 TLR9 TRAF6 UBA52 UBB UBC UBE2N UBE2V1 REACTOME_TRAF6_MEDIATED_NF_KB_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRAF6_MEDIATED_NF_KB_ACTIVATION AGER APP CHUK HMGB1 IFIH1 IKBKB IKBKG MAP3K1 MAVS NFKB1 NFKB2 NFKBIA NFKBIB NKIRAS1 NKIRAS2 RELA RIGI RNF135 S100A12 S100B SAA1 TRAF2 TRAF6 TRIM25 TRIM4 REACTOME_TRAFFICKING_AND_PROCESSING_OF_ENDOSOMAL_TLR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRAFFICKING_AND_PROCESSING_OF_ENDOSOMAL_TLR CNPY3 CTSB CTSK CTSL CTSS CTSV HSP90B1 LGMN TLR3 TLR7 TLR8 TLR9 UNC93B1 REACTOME_TRAFFICKING_OF_AMPA_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRAFFICKING_OF_AMPA_RECEPTORS AKAP5 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 CACNG2 CACNG3 CACNG4 CACNG8 CAMK2A CAMK2B CAMK2D CAMK2G DLG1 DLG4 EPB41L1 GRIA1 GRIA2 GRIA3 GRIA4 GRIP1 GRIP2 MDM2 MYO6 NSF PICK1 PRKCA PRKCB PRKCG TSPAN7 REACTOME_TRAFFICKING_OF_GLUR2_CONTAINING_AMPA_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRAFFICKING_OF_GLUR2_CONTAINING_AMPA_RECEPTORS AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 GRIA1 GRIA2 GRIA3 GRIA4 GRIP1 GRIP2 NSF PICK1 PRKCA PRKCB PRKCG TSPAN7 REACTOME_TRAFFICKING_OF_MYRISTOYLATED_PROTEINS_TO_THE_CILIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRAFFICKING_OF_MYRISTOYLATED_PROTEINS_TO_THE_CILIUM ARL3 CYS1 NPHP3 RP2 UNC119B REACTOME_TRAIL_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRAIL_SIGNALING CASP10 CASP8 CFLAR FADD TNFRSF10A TNFRSF10B TNFRSF10D TNFSF10 REACTOME_TRANSCRIPTIONAL_ACTIVATION_OF_MITOCHONDRIAL_BIOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSCRIPTIONAL_ACTIVATION_OF_MITOCHONDRIAL_BIOGENESIS ACSS2 ALAS1 ATF2 ATP5F1B CALM1 CAMK4 CARM1 CHD9 CREB1 CREBBP CRTC1 CRTC2 CRTC3 CYCS ESRRA GABPA GABPB1 GLUD1 GLUD2 HCFC1 HDAC3 HELZ2 IDH2 MED1 MEF2C MEF2D MTERF1 NCOA1 NCOA2 NCOA6 NCOR1 NR1D1 NRF1 PERM1 POLG2 POLRMT PPARA PPARGC1A PPARGC1B PPRC1 RXRA SIRT3 SIRT4 SIRT5 SMARCD3 SOD2 SSBP1 TBL1X TBL1XR1 TFAM TFB1M TFB2M TGS1 TWNK USP46 REACTOME_TRANSCRIPTIONAL_ACTIVITY_OF_SMAD2_SMAD3_SMAD4_HETEROTRIMER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSCRIPTIONAL_ACTIVITY_OF_SMAD2_SMAD3_SMAD4_HETEROTRIMER ATP1B4 CCNC CCNK CCNT1 CCNT2 CDK8 CDK9 CDKN2B COL1A2 E2F4 E2F5 EP300 FURIN HDAC1 JUNB MAPK1 MAPK3 MEN1 MYC NCOR1 NCOR2 NEDD4L PARP1 PPM1A RBL1 RNF111 RPS27A SERPINE1 SKI SKIL SMAD2 SMAD3 SMAD4 SMAD7 SMURF2 SNW1 SP1 STAT1 TFDP1 TFDP2 TGIF1 TGIF2 TRIM33 UBA52 UBB UBC UBE2D1 UBE2D3 USP9X WWTR1 YBX1 REACTOME_TRANSCRIPTIONAL_REGULATION_BY_E2F6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSCRIPTIONAL_REGULATION_BY_E2F6 APAF1 BMI1 BRCA1 CBX3 CBX5 CDC7 CHEK1 E2F1 E2F6 EED EHMT1 EHMT2 EPC1 EZH2 L3MBTL2 MAX MGA PCGF2 PCGF6 PHC1 PHC3 RAD51 RBBP4 RBBP7 RBBP8 RING1 RNF2 RRM2 RYBP SUZ12 TFDP1 TFDP2 UXT YAF2 REACTOME_TRANSCRIPTIONAL_REGULATION_BY_MECP2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSCRIPTIONAL_REGULATION_BY_MECP2 AGO1 AGO2 AGO3 AGO4 AURKB BDNF CALM1 CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 CREB1 CRH DGCR8 DLL1 FKBP5 FOXG1 GAD1 GAD2 GAMT GPRIN1 GPS2 GRIA2 GRIN2A GRIN2B HDAC1 HDAC2 HDAC3 HIPK2 HTT IRAK1 LBR MECP2 MEF2C MET MIR132 MIR137 MOBP MOV10 NCOR1 NCOR2 NOTCH1 OPRK1 OPRM1 PPARG PRKACA PTEN PTPN1 PTPN4 PVALB RBFOX1 SGK1 SIN3A SLC2A3 SOX2 SST TBL1X TBL1XR1 TNRC6A TNRC6B TNRC6C TRPC3 REACTOME_TRANSCRIPTIONAL_REGULATION_BY_NPAS4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSCRIPTIONAL_REGULATION_BY_NPAS4 AGO1 AGO2 AGO3 AGO4 ARNT ARNT2 BDNF BMAL1 CDK5 CDK5R1 CREBBP FOS GEM INS IQSEC3 KCNIP3 MAGED1 MAPK1 MAPK3 MDM2 MOV10 NAMPT NPAS4 NR3C1 PLK2 RBFOX3 REST RET SRF SYT10 TNRC6A TNRC6B TNRC6C XPO1 REACTOME_TRANSCRIPTIONAL_REGULATION_BY_RUNX1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSCRIPTIONAL_REGULATION_BY_RUNX1 ABL1 ACTL6A ACTL6B AGO1 AGO2 AGO3 AGO4 ARID1A ARID1B ARID2 ASH2L AUTS2 AXIN1 BLK BMI1 CBFB CBX2 CBX4 CBX6 CBX8 CCND1 CCND2 CCND3 CCNH CDK6 CDK7 CLDN5 CR1 CREBBP CSF2 CSNK2A1 CSNK2A2 CSNK2B CTLA4 CTSK CTSL CTSV DPY30 ELF1 ELF2 EP300 ESR1 FOXP3 GATA1 GATA2 GATA3 GP1BA GPAM H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HDAC1 HIPK2 IFNG IL2 IL2RA IL3 ITCH ITGA2B KAT2B KCTD6 KMT2A KMT2B KMT2C KMT2D LDB1 LGALS3 LIFR LMO1 LMO2 MIR27A MNAT1 MOV10 MYB MYL9 NFATC2 NFE2 NR4A3 OCLN PAX5 PBRM1 PCGF5 PF4 PHC1 PHC2 PHC3 PML PRKCB PRKCQ PRMT1 PRMT6 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTPN11 RBBP5 RING1 RNF2 RPS27A RSPO3 RUNX1 RUNX2 RYBP SCMH1 SEM1 SERPINB13 SETD1A SETD1B SIN3A SIN3B SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SOCS3 SOCS4 SPI1 SRC TAL1 TCF12 TCF3 THBS1 TJP1 TNFRSF18 TNRC6A TNRC6B TNRC6C TP73 UBA52 UBB UBC WDR5 YAF2 YAP1 ZFPM1 REACTOME_TRANSCRIPTIONAL_REGULATION_BY_RUNX2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSCRIPTIONAL_REGULATION_BY_RUNX2 ABL1 AKT1 AKT2 AKT3 AR BAX BGLAP BMP2 CBFB CCNB1 CCND1 CDK1 CDK4 CDKN1A COL1A1 CUL1 DLX5 DLX6 ESR1 ESRRA FBXW7 GLI2 GLI3 GSK3B HAND2 HDAC3 HDAC4 HDAC6 HES1 HEY1 HEY2 HIVEP3 IHH ITGA5 ITGBL1 LGALS3 MAF MAPK1 MAPK3 MMP13 MSX2 NKX3-2 NR3C1 PPARGC1A PPARGC1B PPM1D PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RB1 RBM14 RBX1 RPS27A RUNX1 RUNX2 SATB2 SEM1 SKP1 SKP2 SMAD1 SMAD4 SMAD6 SMURF1 SOX9 SP7 SRC STAT1 STUB1 TWIST1 TWIST2 UBA52 UBB UBC UCMA WWP1 WWTR1 YAP1 YES1 ZNF521 REACTOME_TRANSCRIPTIONAL_REGULATION_BY_RUNX3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSCRIPTIONAL_REGULATION_BY_RUNX3 BCL2L11 BRD2 CBFB CCN2 CCND1 CDKN1A CDKN2A CREBBP CTNNB1 EP300 FOXO3 HDAC4 HES1 ITGA4 ITGAL JAG1 KAT2A KAT2B KRAS LEF1 MAML1 MAML2 MAML3 MAMLD1 MDM2 MYC NOTCH1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMB1 PSMB10 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSMF1 RBPJ RORC RPS27A RUNX1 RUNX3 SEM1 SMAD3 SMAD4 SMURF1 SMURF2 SNW1 SPP1 SRC TCF7 TCF7L1 TCF7L2 TEAD1 TEAD2 TEAD3 TEAD4 TGFB1 TP53 UBA52 UBB UBC WWTR1 YAP1 ZFHX3 REACTOME_TRANSCRIPTIONAL_REGULATION_BY_SMALL_RNAS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSCRIPTIONAL_REGULATION_BY_SMALL_RNAS AAAS AGO1 AGO2 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 IPO8 NDC1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L POM121 POM121C RAE1 RAN RANBP2 SEC13 SEH1L TNRC6A TPR REACTOME_TRANSCRIPTIONAL_REGULATION_BY_THE_AP_2_TFAP2_FAMILY_OF_TRANSCRIPTION_FACTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSCRIPTIONAL_REGULATION_BY_THE_AP_2_TFAP2_FAMILY_OF_TRANSCRIPTION_FACTORS APOE ATAD2 CDKN1A CGA CGB3 CGB5 CGB8 CITED1 CITED2 CITED4 CREBBP DEK EGFR EP300 ERBB2 ESR1 HSPD1 KCTD1 KCTD15 KDM5B KIT MYBL2 MYC NOP2 NPM1 PITX2 SUMO1 TFAP2A TFAP2B TFAP2C TFAP2D TFAP2E TGFA UBE2I VEGFA WWOX YEATS4 YY1 REACTOME_TRANSCRIPTIONAL_REGULATION_BY_TP53 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSCRIPTIONAL_REGULATION_BY_TP53 AGO1 AGO2 AGO3 AGO4 AIFM2 AKT1 AKT2 AKT3 APAF1 ARID3A ATF2 ATM ATR ATRIP AURKA AURKB BANP BARD1 BAX BBC3 BCL2L14 BCL6 BID BIRC5 BLM BNIP3L BRCA1 BRD1 BRD7 BRIP1 BRPF1 BRPF3 BTG2 CARM1 CASP1 CASP10 CASP2 CASP6 CCNA1 CCNA2 CCNB1 CCNE1 CCNE2 CCNG1 CCNH CCNK CCNT1 CCNT2 CDC25C CDK1 CDK12 CDK13 CDK2 CDK5 CDK5R1 CDK7 CDK9 CDKN1A CDKN1B CDKN2A CENPJ CHD3 CHD4 CHEK1 CHEK2 CHM CNOT1 CNOT10 CNOT11 CNOT2 CNOT3 CNOT4 CNOT6 CNOT6L CNOT7 CNOT8 CNOT9 COX11 COX14 COX16 COX18 COX19 COX20 COX4I1 COX5A COX5B COX6A1 COX6B1 COX6C COX7A2L COX7B COX7C COX8A CRADD CREBBP CSNK2A1 CSNK2A2 CSNK2B CTDP1 CYCS DAXX DDB2 DDIT4 DNA2 DYRK2 E2F1 E2F4 E2F7 E2F8 EHMT1 EHMT2 ELL ELOA ELOA2 ELOB ELOC EP300 ERCC2 ERCC3 EXO1 FANCC FANCD2 FANCI FAS FOS G6PD GADD45A GATAD2A GATAD2B GLS GLS2 GPI GPX2 GSR GTF2F1 GTF2F2 GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 HDAC1 HDAC2 HIPK1 HIPK2 HUS1 IGFBP3 ING2 ING5 JMY JUN KAT5 KAT6A KMT5A L3MBTL1 LAMTOR1 LAMTOR2 LAMTOR3 LAMTOR4 LAMTOR5 LRPPRC MAP2K6 MAPK11 MAPK14 MAPKAP1 MAPKAPK5 MBD3 MDC1 MDM2 MDM4 MEAF6 MLH1 MLST8 MNAT1 MOV10 MRE11 MSH2 MT-CO1 MT-CO2 MT-CO3 MTA2 MTOR NBN NDRG1 NDUFA4 NELFA NELFB NELFCD NELFE NLRC4 NOC2L NPM1 NUAK1 PCBP4 PCNA PDPK1 PERP PHF20 PIDD1 PIN1 PIP4K2A PIP4K2B PIP4K2C PIP4P1 PLAGL1 PLK2 PLK3 PMAIP1 PML PMS2 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L POU4F1 POU4F2 PPP1R13B PPP1R13L PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5C PRDM1 PRDX1 PRDX2 PRDX5 PRELID1 PRELID3A PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 PRMT1 PRMT5 PRR5 PTEN RABGGTA RABGGTB RAD1 RAD17 RAD50 RAD51D RAD9A RAD9B RBBP4 RBBP7 RBBP8 RBL1 RBL2 RFC2 RFC3 RFC4 RFC5 RFFL RGCC RHEB RHNO1 RICTOR RMI1 RMI2 RNF34 RPA1 RPA2 RPA3 RPS27A RPTOR RRAGA RRAGB RRAGC RRAGD RRM2B SCO1 SCO2 SESN1 SESN2 SESN3 SETD9 SFN SGK1 SLC38A9 SMYD2 SSRP1 STEAP3 STK11 SUPT16H SUPT4H1 SUPT5H SURF1 TACO1 TAF1 TAF10 TAF11 TAF12 TAF13 TAF15 TAF1L TAF2 TAF3 TAF4 TAF4B TAF5 TAF6 TAF7 TAF7L TAF9 TAF9B TBP TCEA1 TFDP1 TFDP2 TIGAR TMEM219 TNFRSF10A TNFRSF10B TNFRSF10C TNFRSF10D TNKS1BP1 TNRC6A TNRC6B TNRC6C TOP3A TOPBP1 TP53 TP53AIP1 TP53BP2 TP53I3 TP53INP1 TP53RK TP63 TP73 TPX2 TRIAP1 TSC1 TSC2 TTC5 TXN TXNRD1 UBA52 UBB UBC USP2 USP7 WRN YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ ZNF385A ZNF420 REACTOME_TRANSCRIPTIONAL_REGULATION_BY_VENTX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSCRIPTIONAL_REGULATION_BY_VENTX AGO1 AGO3 AGO4 ANAPC1 ANAPC10 ANAPC11 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 CCND1 CDC16 CDC23 CDC26 CDC27 CDKN2A CEBPB CSF1R CTNNB1 EHMT1 EHMT2 FZR1 IL6 LEF1 MIR24-1 MIR24-2 MOV10 NFKB1 RELA TCF7L2 TNRC6A TNRC6B TNRC6C TP53 UBE2C UBE2D1 UBE2E1 UBE2S VENTX REACTOME_TRANSCRIPTIONAL_REGULATION_OF_GRANULOPOIESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSCRIPTIONAL_REGULATION_OF_GRANULOPOIESIS CBFB CDK2 CDK4 CDKN1A CEBPA CEBPB CEBPE CREB1 CSF3R DEK E2F1 EP300 FLI1 GATA2 GFI1 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 IL6R KLF5 KMT2A LEF1 MYB MYC PML RARA RUNX1 RXRA SPI1 STAT3 TAL1 TFDP1 TFDP2 REACTOME_TRANSCRIPTIONAL_REGULATION_OF_PLURIPOTENT_STEM_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSCRIPTIONAL_REGULATION_OF_PLURIPOTENT_STEM_CELLS CDX2 DKK1 DPPA4 EOMES EPAS1 EPHA1 FGF2 FOXD3 FOXP1 GATA6 GSC HHEX HIF3A KLF4 LIN28A NANOG NR5A1 NR6A1 PBX1 POU5F1 PRDM14 SALL1 SALL4 SMAD2 SMAD4 SOX2 STAT3 TDGF1 TSC22D1 ZIC3 ZSCAN10 REACTOME_TRANSCRIPTIONAL_REGULATION_OF_TESTIS_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSCRIPTIONAL_REGULATION_OF_TESTIS_DIFFERENTIATION AMH DHH DMRT1 FGF9 FOXL2 GATA4 NR5A1 PTGDS SOX9 SRY WNT4 WT1 ZFPM2 REACTOME_TRANSCRIPTIONAL_REGULATION_OF_WHITE_ADIPOCYTE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSCRIPTIONAL_REGULATION_OF_WHITE_ADIPOCYTE_DIFFERENTIATION ADIPOQ ADIRF ANGPTL4 CARM1 CCNC CCND3 CD36 CDK19 CDK4 CDK8 CEBPA CEBPB CEBPD CHD9 CREBBP EBF1 EGR2 EP300 FABP4 FAM120B HDAC3 HELZ2 KLF4 KLF5 LEP LPL MED1 MED10 MED11 MED12 MED13 MED13L MED14 MED15 MED16 MED17 MED18 MED19 MED20 MED21 MED22 MED23 MED24 MED25 MED26 MED27 MED28 MED29 MED30 MED31 MED4 MED6 MED7 MED8 MED9 NCOA1 NCOA2 NCOA3 NCOA6 NCOR1 NCOR2 NFKB1 NR2F2 PCK1 PLIN1 PPARA PPARG PPARGC1A RELA RXRA SLC2A4 SMARCD3 SREBF1 SREBF2 TBL1X TBL1XR1 TGFB1 TGS1 THRAP3 TNF WNT1 WNT10B ZNF467 ZNF638 REACTOME_TRANSCRIPTION_COUPLED_NUCLEOTIDE_EXCISION_REPAIR_TC_NER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSCRIPTION_COUPLED_NUCLEOTIDE_EXCISION_REPAIR_TC_NER AQR CCNH CDK7 COPS2 COPS3 COPS4 COPS5 COPS6 COPS7A COPS7B COPS8 CUL4A CUL4B DDB1 ELL EP300 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 GPS1 GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 HMGN1 ISY1 LIG1 LIG3 MNAT1 PCNA POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POLK POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L PPIE PRPF19 RBX1 RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 RPS27A TCEA1 UBA52 UBB UBC USP7 UVSSA XAB2 XPA XRCC1 ZNF830 REACTOME_TRANSCRIPTION_OF_E2F_TARGETS_UNDER_NEGATIVE_CONTROL_BY_DREAM_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSCRIPTION_OF_E2F_TARGETS_UNDER_NEGATIVE_CONTROL_BY_DREAM_COMPLEX CDC25A CDC6 E2F1 E2F4 E2F5 HDAC1 LIN37 LIN52 LIN54 LIN9 MAX MYC PCNA RBBP4 RBL1 RBL2 TFDP1 TFDP2 TOP2A REACTOME_TRANSCRIPTION_OF_E2F_TARGETS_UNDER_NEGATIVE_CONTROL_BY_P107_RBL1_AND_P130_RBL2_IN_COMPLEX_WITH_HDAC1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSCRIPTION_OF_E2F_TARGETS_UNDER_NEGATIVE_CONTROL_BY_P107_RBL1_AND_P130_RBL2_IN_COMPLEX_WITH_HDAC1 CCNA2 CDK1 E2F1 E2F4 E2F5 HDAC1 LIN37 LIN52 LIN54 LIN9 MYBL2 RBBP4 RBL1 RBL2 TFDP1 TFDP2 REACTOME_TRANSCRIPTION_OF_THE_HIV_GENOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSCRIPTION_OF_THE_HIV_GENOME CCNH CCNK CCNT1 CCNT2 CDK7 CDK9 CTDP1 ELL ELOA ELOA2 ELOB ELOC ERCC2 ERCC3 GTF2A1 GTF2A2 GTF2B GTF2E1 GTF2E2 GTF2F1 GTF2F2 GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 MNAT1 NCBP1 NCBP2 NELFA NELFB NELFCD NELFE POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L RNGTT RNMT SSRP1 SUPT16H SUPT4H1 SUPT5H TAF1 TAF10 TAF11 TAF12 TAF13 TAF15 TAF1L TAF2 TAF3 TAF4 TAF4B TAF5 TAF6 TAF7 TAF7L TAF9 TAF9B TBP TCEA1 REACTOME_TRANSFERRIN_ENDOCYTOSIS_AND_RECYCLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSFERRIN_ENDOCYTOSIS_AND_RECYCLING ATP6AP1 ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1C2 ATP6V1D ATP6V1E1 ATP6V1E2 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1G3 ATP6V1H HFE MCOLN1 STEAP2 STEAP3 TCIRG1 TF TFR2 TFRC REACTOME_TRANSLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSLATION AARS1 AARS2 AIMP1 AIMP2 APEH AURKAIP1 CARS1 CARS2 CHCHD1 DAP3 DARS1 DARS2 DDOST EARS2 EEF1A1 EEF1A2 EEF1B2 EEF1D EEF1E1 EEF1G EEF2 EIF1AX EIF2B1 EIF2B2 EIF2B3 EIF2B4 EIF2B5 EIF2S1 EIF2S2 EIF2S3 EIF3A EIF3B EIF3C EIF3D EIF3E EIF3F EIF3G EIF3H EIF3I EIF3J EIF3K EIF3L EIF3M EIF4A1 EIF4A2 EIF4B EIF4E EIF4EBP1 EIF4G1 EIF4H EIF5 EIF5B EPRS1 ERAL1 ETF1 FARS2 FARSA FARSB FAU GADD45GIP1 GARS1 GFM1 GFM2 GSPT1 GSPT2 HARS1 HARS2 IARS1 IARS2 KARS1 LARS1 LARS2 MARS1 MARS2 MRPL1 MRPL10 MRPL11 MRPL12 MRPL13 MRPL14 MRPL15 MRPL16 MRPL17 MRPL18 MRPL19 MRPL2 MRPL20 MRPL21 MRPL22 MRPL23 MRPL24 MRPL27 MRPL28 MRPL3 MRPL30 MRPL32 MRPL33 MRPL34 MRPL35 MRPL36 MRPL37 MRPL38 MRPL39 MRPL4 MRPL40 MRPL41 MRPL42 MRPL43 MRPL44 MRPL45 MRPL46 MRPL47 MRPL48 MRPL49 MRPL50 MRPL51 MRPL52 MRPL53 MRPL54 MRPL55 MRPL57 MRPL58 MRPL9 MRPS10 MRPS11 MRPS12 MRPS14 MRPS15 MRPS16 MRPS17 MRPS18A MRPS18B MRPS18C MRPS2 MRPS21 MRPS22 MRPS23 MRPS24 MRPS25 MRPS26 MRPS27 MRPS28 MRPS30 MRPS31 MRPS33 MRPS34 MRPS35 MRPS36 MRPS5 MRPS6 MRPS7 MRPS9 MRRF MT-RNR1 MT-RNR2 MTFMT MTIF2 MTIF3 MTRF1L N6AMT1 NARS1 NARS2 OXA1L PABPC1 PARS2 PPA1 PPA2 PTCD3 QARS1 RARS1 RARS2 RPL10 RPL10A RPL10L RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL22L1 RPL23 RPL23A RPL24 RPL26 RPL26L1 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL36AL RPL37 RPL37A RPL38 RPL39 RPL39L RPL3L RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPN1 RPN2 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS7 RPS8 RPS9 RPSA SARS1 SARS2 SEC11A SEC11C SEC61A1 SEC61A2 SEC61B SEC61G SPCS1 SPCS2 SPCS3 SRP14 SRP19 SRP54 SRP68 SRP72 SRP9 SRPRA SRPRB SSR1 SSR2 SSR3 SSR4 TARS1 TARS2 TRAM1 TRMT112 TSFM TUFM UBA52 VARS1 VARS2 WARS1 WARS2 YARS1 YARS2 REACTOME_TRANSLATION_OF_REPLICASE_AND_ASSEMBLY_OF_THE_REPLICATION_TRANSCRIPTION_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSLATION_OF_REPLICASE_AND_ASSEMBLY_OF_THE_REPLICATION_TRANSCRIPTION_COMPLEX BECN1 CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP6 CHMP7 ISCU MAP1LC3B PIK3C3 PIK3R4 UVRAG REACTOME_TRANSLATION_OF_SARS_COV_1_STRUCTURAL_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSLATION_OF_SARS_COV_1_STRUCTURAL_PROTEINS CANX GALNT1 GANAB GSK3A GSK3B MGAT1 MOGS PARP10 PARP14 PARP16 PARP4 PARP6 PARP8 PARP9 PRKCSH RPS27A ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST6GAL1 ST6GALNAC2 ST6GALNAC3 ST6GALNAC4 SUMO1 UBA52 UBB UBC UBE2I REACTOME_TRANSLATION_OF_SARS_COV_2_STRUCTURAL_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSLATION_OF_SARS_COV_2_STRUCTURAL_PROTEINS CANX CSNK1A1 DAD1 DDOST EDEM2 FUT8 GALNT1 GANAB GOLGA7 GSK3A GSK3B MAGT1 MAN1B1 MAN2A1 MGAT1 MGAT2 MGAT4A MGAT4B MGAT4C MGAT5 MOGS PARP10 PARP14 PARP16 PARP4 PARP6 PARP8 PARP9 PRKCSH PRMT1 RPN1 RPN2 RPS27A SRPK1 SRPK2 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST6GAL1 ST6GALNAC2 ST6GALNAC3 ST6GALNAC4 STT3A SUMO1 TUSC3 UBA52 UBB UBC UBE2I ZDHHC11 ZDHHC2 ZDHHC20 ZDHHC3 ZDHHC5 ZDHHC8 ZDHHC9 REACTOME_TRANSLESION_SYNTHESIS_BY_POLH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSLESION_SYNTHESIS_BY_POLH NPLOC4 PCNA POLH RCHY1 RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 RPS27A SPRTN UBA52 UBB UBC UFD1 VCP REACTOME_TRANSLESION_SYNTHESIS_BY_POLK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSLESION_SYNTHESIS_BY_POLK MAD2L2 PCNA POLK REV1 REV3L RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 RPS27A UBA52 UBB UBC REACTOME_TRANSLESION_SYNTHESIS_BY_Y_FAMILY_DNA_POLYMERASES_BYPASSES_LESIONS_ON_DNA_TEMPLATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSLESION_SYNTHESIS_BY_Y_FAMILY_DNA_POLYMERASES_BYPASSES_LESIONS_ON_DNA_TEMPLATE ISG15 MAD2L2 NPLOC4 PCLAF PCNA POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POLH POLI POLK RCHY1 REV1 REV3L RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 RPS27A SPRTN TRIM25 UBA52 UBA7 UBB UBC UBE2L6 UFD1 USP10 USP43 VCP REACTOME_TRANSLOCATION_OF_SLC2A4_GLUT4_TO_THE_PLASMA_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSLOCATION_OF_SLC2A4_GLUT4_TO_THE_PLASMA_MEMBRANE ACTB ACTG1 AKT1 AKT2 ASPSCR1 C2CD5 CALM1 EXOC1 EXOC2 EXOC3 EXOC4 EXOC5 EXOC6 EXOC7 EXOC8 KIF3A KIF3B KIFAP3 LNPEP MYH9 MYO1C MYO5A PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 RAB10 RAB11A RAB13 RAB14 RAB4A RAB8A RAC1 RALA RALGAPA2 RALGAPB RHOQ SFN SLC2A4 SNAP23 STX4 STXBP3 TBC1D1 TBC1D4 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B VAMP2 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ REACTOME_TRANSMISSION_ACROSS_CHEMICAL_SYNAPSES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSMISSION_ACROSS_CHEMICAL_SYNAPSES ABAT ACHE ACTN2 ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 AKAP5 ALDH2 ALDH5A1 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 APBA1 ARHGEF7 ARHGEF9 ARL6IP5 BCHE CACNA1A CACNA1B CACNA1E CACNA2D2 CACNA2D3 CACNB1 CACNB2 CACNB3 CACNB4 CACNG2 CACNG3 CACNG4 CACNG8 CALM1 CAMK1 CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 CAMKK1 CAMKK2 CASK CHAT CHRNA1 CHRNA2 CHRNA3 CHRNA4 CHRNA5 CHRNA6 CHRNA7 CHRNA9 CHRNB2 CHRNB3 CHRNB4 CHRND CHRNE CHRNG COMT CPLX1 CREB1 DLG1 DLG2 DLG3 DLG4 DNAJC5 EPB41L1 ERBB4 GABBR1 GABBR2 GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRB1 GABRB2 GABRB3 GABRG2 GABRG3 GABRQ GABRR1 GABRR2 GABRR3 GAD1 GAD2 GIT1 GLRA1 GLRA2 GLRA3 GLRB GLS GLS2 GLUL GNAI1 GNAI2 GNAI3 GNAL GNAT3 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 GRIA1 GRIA2 GRIA3 GRIA4 GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B GRIP1 GRIP2 HRAS HSPA8 HTR3A HTR3B HTR3C HTR3D HTR3E KCNJ10 KCNJ12 KCNJ15 KCNJ16 KCNJ2 KCNJ3 KCNJ4 KCNJ5 KCNJ6 KCNJ9 KIF17 KPNA2 KRAS LIN7A LIN7B LIN7C LRRC51 LRRC7 LRTOMT MAOA MAPK1 MAPK3 MAPT MDM2 MYO6 NAAA NBEA NCALD NEFL NPTN NRAS NRG1 NRGN NSF PDPK1 PICK1 PLCB1 PLCB2 PLCB3 PPFIA1 PPFIA2 PPFIA3 PPFIA4 PPM1E PPM1F PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKACA PRKACB PRKACG PRKAG1 PRKAG2 PRKAG3 PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCA PRKCB PRKCG PRKX RAB3A RAC1 RASGRF1 RASGRF2 RIMS1 RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA6 SLC17A7 SLC18A2 SLC18A3 SLC1A1 SLC1A2 SLC1A3 SLC1A6 SLC1A7 SLC22A1 SLC22A2 SLC32A1 SLC38A1 SLC38A2 SLC5A7 SLC6A1 SLC6A11 SLC6A12 SLC6A13 SLC6A3 SLC6A4 SNAP25 SRC STX1A STXBP1 SYN1 SYN2 SYN3 SYT1 TSPAN7 TSPOAP1 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B UNC13B VAMP2 REACTOME_TRANSPORT_AND_SYNTHESIS_OF_PAPS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSPORT_AND_SYNTHESIS_OF_PAPS PAPSS1 PAPSS2 SLC26A1 SLC26A2 SLC35B2 SLC35B3 REACTOME_TRANSPORT_OF_BILE_SALTS_AND_ORGANIC_ACIDS_METAL_IONS_AND_AMINE_COMPOUNDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSPORT_OF_BILE_SALTS_AND_ORGANIC_ACIDS_METAL_IONS_AND_AMINE_COMPOUNDS BSG CP EMB HEPH RHAG RHBG RHCG RSC1A1 RUNX1 SLC10A6 SLC11A1 SLC11A2 SLC13A1 SLC13A2 SLC13A3 SLC13A4 SLC13A5 SLC14A1 SLC14A2 SLC16A1 SLC16A3 SLC16A7 SLC16A8 SLC18A1 SLC18A2 SLC22A1 SLC22A11 SLC22A12 SLC22A15 SLC22A16 SLC22A18 SLC22A2 SLC22A3 SLC22A4 SLC22A5 SLC22A6 SLC22A7 SLC22A8 SLC2A13 SLC30A1 SLC30A10 SLC30A2 SLC30A3 SLC30A5 SLC30A8 SLC31A1 SLC39A1 SLC39A10 SLC39A14 SLC39A2 SLC39A3 SLC39A4 SLC39A5 SLC39A6 SLC39A7 SLC39A8 SLC40A1 SLC41A1 SLC41A2 SLC44A1 SLC44A2 SLC44A3 SLC44A4 SLC44A5 SLC47A1 SLC47A2 SLC5A11 SLC5A3 SLC5A7 SLC6A1 SLC6A11 SLC6A12 SLC6A13 SLC6A14 SLC6A15 SLC6A18 SLC6A19 SLC6A2 SLC6A20 SLC6A3 SLC6A5 SLC6A6 SLC6A7 SLC6A9 REACTOME_TRANSPORT_OF_CONNEXONS_TO_THE_PLASMA_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSPORT_OF_CONNEXONS_TO_THE_PLASMA_MEMBRANE GJA1 GJB2 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B REACTOME_TRANSPORT_OF_FATTY_ACIDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSPORT_OF_FATTY_ACIDS APOD LCN1 LCN12 LCN15 LCN9 SLC27A1 SLC27A4 SLC27A6 REACTOME_TRANSPORT_OF_INORGANIC_CATIONS_ANIONS_AND_AMINO_ACIDS_OLIGOPEPTIDES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSPORT_OF_INORGANIC_CATIONS_ANIONS_AND_AMINO_ACIDS_OLIGOPEPTIDES AHCYL2 CALM1 CTNS SLC12A1 SLC12A2 SLC12A3 SLC12A4 SLC12A5 SLC12A6 SLC12A7 SLC15A1 SLC15A2 SLC15A3 SLC15A4 SLC16A10 SLC17A1 SLC17A5 SLC17A6 SLC17A7 SLC17A8 SLC1A1 SLC1A2 SLC1A3 SLC1A4 SLC1A5 SLC1A6 SLC1A7 SLC20A1 SLC20A2 SLC24A1 SLC24A2 SLC24A3 SLC24A4 SLC24A5 SLC25A10 SLC25A18 SLC25A22 SLC25A26 SLC25A29 SLC26A1 SLC26A11 SLC26A2 SLC26A3 SLC26A4 SLC26A6 SLC26A7 SLC26A9 SLC32A1 SLC34A1 SLC34A2 SLC34A3 SLC36A1 SLC36A2 SLC36A4 SLC38A1 SLC38A2 SLC38A3 SLC38A4 SLC38A5 SLC3A1 SLC3A2 SLC43A1 SLC43A2 SLC4A1 SLC4A10 SLC4A2 SLC4A3 SLC4A4 SLC4A5 SLC4A7 SLC4A8 SLC4A9 SLC5A12 SLC5A5 SLC5A8 SLC6A12 SLC6A14 SLC6A15 SLC6A18 SLC6A19 SLC6A20 SLC6A6 SLC7A1 SLC7A10 SLC7A11 SLC7A2 SLC7A3 SLC7A5 SLC7A6 SLC7A7 SLC7A8 SLC7A9 SLC8A1 SLC8A2 SLC8A3 SLC8B1 SLC9A1 SLC9A2 SLC9A3 SLC9A4 SLC9A5 SLC9A6 SLC9A7 SLC9A8 SLC9A9 SRI REACTOME_TRANSPORT_OF_MATURE_MRNAS_DERIVED_FROM_INTRONLESS_TRANSCRIPTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSPORT_OF_MATURE_MRNAS_DERIVED_FROM_INTRONLESS_TRANSCRIPTS AAAS ALYREF CPSF1 CPSF2 CPSF3 CPSF4 EIF4E FIP1L1 NCBP1 NCBP2 NDC1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 NXF1 POM121 POM121C RAE1 RANBP2 SEC13 SEH1L SLBP SYMPK TPR WDR33 REACTOME_TRANSPORT_OF_MATURE_TRANSCRIPT_TO_CYTOPLASM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSPORT_OF_MATURE_TRANSCRIPT_TO_CYTOPLASM AAAS ALYREF CASC3 CDC40 CHTOP CPSF1 CPSF2 CPSF3 CPSF4 DDX39A DDX39B DHX38 EIF4A3 EIF4E FIP1L1 FYTTD1 GLE1 LUZP4 MAGOH MAGOHB NCBP1 NCBP2 NDC1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 NXF1 NXF2 NXF2B NXT1 POLDIP3 POM121 POM121C RAE1 RANBP2 RBM8A RNPS1 SARNP SEC13 SEH1L SLBP SLU7 SRRM1 SRSF1 SRSF11 SRSF2 SRSF3 SRSF4 SRSF5 SRSF6 SRSF7 SRSF9 SYMPK THOC1 THOC2 THOC3 THOC5 THOC6 THOC7 TPR U2AF1 U2AF1L4 U2AF2 UPF3B WDR33 ZC3H11A REACTOME_TRANSPORT_OF_NUCLEOSIDES_AND_FREE_PURINE_AND_PYRIMIDINE_BASES_ACROSS_THE_PLASMA_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSPORT_OF_NUCLEOSIDES_AND_FREE_PURINE_AND_PYRIMIDINE_BASES_ACROSS_THE_PLASMA_MEMBRANE ARL2 ARL2BP SLC25A4 SLC25A5 SLC25A6 SLC28A1 SLC28A2 SLC28A3 SLC29A1 SLC29A2 SLC29A3 SLC29A4 REACTOME_TRANSPORT_OF_NUCLEOTIDE_SUGARS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSPORT_OF_NUCLEOTIDE_SUGARS SLC35A1 SLC35A2 SLC35A3 SLC35B2 SLC35B3 SLC35B4 SLC35C1 SLC35D1 SLC35D2 REACTOME_TRANSPORT_OF_ORGANIC_ANIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSPORT_OF_ORGANIC_ANIONS AVP SLC16A2 SLCO1A2 SLCO1B1 SLCO1B3 SLCO1C1 SLCO2A1 SLCO2B1 SLCO3A1 SLCO4A1 SLCO4C1 REACTOME_TRANSPORT_OF_RCBL_WITHIN_THE_BODY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSPORT_OF_RCBL_WITHIN_THE_BODY ABCC1 ABCD4 CD320 LDLRAP1 LMBRD1 LRP2 TCN1 TCN2 REACTOME_TRANSPORT_OF_SMALL_MOLECULES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSPORT_OF_SMALL_MOLECULES A2M ABCA1 ABCA10 ABCA12 ABCA2 ABCA3 ABCA4 ABCA5 ABCA6 ABCA7 ABCA8 ABCA9 ABCB1 ABCB10 ABCB4 ABCB5 ABCB6 ABCB7 ABCB8 ABCB9 ABCC1 ABCC10 ABCC11 ABCC2 ABCC3 ABCC4 ABCC5 ABCC6 ABCC9 ABCD1 ABCD2 ABCD3 ABCF1 ABCG1 ABCG2 ABCG4 ABCG5 ABCG8 ACO1 ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ADD1 ADD2 ADD3 AFG3L2 AHCYL2 AKAP1 ALB AMN ANGPTL3 ANGPTL4 ANGPTL8 ANKH ANO1 ANO10 ANO2 ANO3 ANO4 ANO5 ANO6 ANO7 ANO8 ANO9 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 APOA1 APOA2 APOA4 APOA5 APOB APOBR APOC1 APOC2 APOC3 APOC4 APOD APOE APOF AQP1 AQP10 AQP11 AQP12A AQP2 AQP3 AQP4 AQP5 AQP6 AQP7 AQP8 AQP9 ARL2 ARL2BP ASIC1 ASIC2 ASIC3 ASIC4 ASIC5 ASPH ATP10A ATP10B ATP10D ATP11A ATP11B ATP11C ATP12A ATP13A1 ATP13A2 ATP13A4 ATP13A5 ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP1B1 ATP1B2 ATP1B3 ATP2A1 ATP2A2 ATP2A3 ATP2B1 ATP2B2 ATP2B3 ATP2B4 ATP2C1 ATP2C2 ATP4A ATP4B ATP6AP1 ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1C2 ATP6V1D ATP6V1E1 ATP6V1E2 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1G3 ATP6V1H ATP7A ATP7B ATP8A1 ATP8A2 ATP8B1 ATP8B2 ATP8B3 ATP8B4 ATP9A ATP9B AVP AVPR2 AZGP1 BEST1 BEST2 BEST3 BEST4 BMP1 BSG BSND CA1 CA2 CA4 CALM1 CAMK2A CAMK2B CAMK2D CAMK2G CAND1 CASQ1 CASQ2 CES3 CETP CFTR CIDEC CLCA1 CLCA2 CLCA4 CLCN1 CLCN2 CLCN3 CLCN4 CLCN5 CLCN6 CLCN7 CLCNKA CLCNKB CLIC2 CLTA CLTC CP CREB3L3 CSN1S1 CSN3 CTNS CUBN CUL1 CUTC CYB5R1 CYB5R2 CYB5R4 CYB5RL CYBRD1 CYGB DERL1 DERL2 DERL3 DMTN EIF2S1 EIF2S2 EIF2S3 EMB ERLEC1 ERLIN1 ERLIN2 FBXL5 FGF21 FKBP1B FLVCR1 FTH1 FTL FTMT FURIN FXYD1 FXYD2 FXYD3 FXYD4 FXYD6 FXYD7 GLRX3 GNAS GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 GPIHBP1 HBA1 HBA2 HBB HDLBP HEPH HFE HMOX1 HMOX2 IREB2 KCNJ11 LCAT LCN1 LCN12 LCN15 LCN2 LCN9 LDLR LDLRAP1 LETM1 LIPA LIPC LIPG LMF1 LMF2 LPA LPL LRRC8A LRRC8B LRRC8C LRRC8D LRRC8E LSR MAGT1 MAIP1 MB MBTPS1 MBTPS2 MCOLN1 MCOLN2 MCOLN3 MCU MCUB MFSD4B MICU1 MICU2 MICU3 MIP MLKL MMGT1 MRS2 MTTP MYLIP MYO5B NALCN NCEH1 NEDD4L NEDD8 NGB NIPA1 NIPA2 NIPAL1 NIPAL2 NIPAL3 NIPAL4 NPC1 NPC2 NR1H2 NR1H3 OS9 OSTM1 P4HB PARL PCSK5 PCSK6 PCSK9 PDZD11 PEX19 PEX3 PHB1 PHB2 PIP PLN PLTP PMPCA PMPCB PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RAB11A RAB11FIP2 RAF1 RHAG RHBG RHCG RIPK1 RIPK3 RNF185 RNF5 RPS27A RSC1A1 RUNX1 RYR1 RYR2 RYR3 SAR1B SCARB1 SCNN1A SCNN1B SCNN1D SCNN1G SEL1L SEM1 SGK1 SGK2 SGK3 SKP1 SLC10A6 SLC11A1 SLC11A2 SLC12A1 SLC12A2 SLC12A3 SLC12A4 SLC12A5 SLC12A6 SLC12A7 SLC13A1 SLC13A2 SLC13A3 SLC13A4 SLC13A5 SLC14A1 SLC14A2 SLC15A1 SLC15A2 SLC15A3 SLC15A4 SLC16A1 SLC16A10 SLC16A2 SLC16A3 SLC16A7 SLC16A8 SLC17A1 SLC17A3 SLC17A5 SLC17A6 SLC17A7 SLC17A8 SLC18A1 SLC18A2 SLC1A1 SLC1A2 SLC1A3 SLC1A4 SLC1A5 SLC1A6 SLC1A7 SLC20A1 SLC20A2 SLC22A1 SLC22A11 SLC22A12 SLC22A15 SLC22A16 SLC22A17 SLC22A18 SLC22A2 SLC22A3 SLC22A4 SLC22A5 SLC22A6 SLC22A7 SLC22A8 SLC24A1 SLC24A2 SLC24A3 SLC24A4 SLC24A5 SLC25A10 SLC25A18 SLC25A22 SLC25A26 SLC25A29 SLC25A4 SLC25A5 SLC25A6 SLC26A1 SLC26A11 SLC26A2 SLC26A3 SLC26A4 SLC26A6 SLC26A7 SLC26A9 SLC27A1 SLC27A4 SLC27A6 SLC28A1 SLC28A2 SLC28A3 SLC29A1 SLC29A2 SLC29A3 SLC29A4 SLC2A1 SLC2A10 SLC2A11 SLC2A12 SLC2A13 SLC2A14 SLC2A2 SLC2A3 SLC2A4 SLC2A6 SLC2A7 SLC2A8 SLC2A9 SLC30A1 SLC30A10 SLC30A2 SLC30A3 SLC30A5 SLC30A8 SLC31A1 SLC32A1 SLC33A1 SLC34A1 SLC34A2 SLC34A3 SLC35A1 SLC35A2 SLC35A3 SLC35B2 SLC35B3 SLC35B4 SLC35C1 SLC35D1 SLC35D2 SLC36A1 SLC36A2 SLC36A4 SLC38A1 SLC38A2 SLC38A3 SLC38A4 SLC38A5 SLC39A1 SLC39A10 SLC39A14 SLC39A2 SLC39A3 SLC39A4 SLC39A5 SLC39A6 SLC39A7 SLC39A8 SLC3A1 SLC3A2 SLC40A1 SLC41A1 SLC41A2 SLC43A1 SLC43A2 SLC44A1 SLC44A2 SLC44A3 SLC44A4 SLC44A5 SLC45A3 SLC46A1 SLC47A1 SLC47A2 SLC4A1 SLC4A10 SLC4A2 SLC4A3 SLC4A4 SLC4A5 SLC4A7 SLC4A8 SLC4A9 SLC50A1 SLC5A1 SLC5A10 SLC5A11 SLC5A12 SLC5A2 SLC5A3 SLC5A4 SLC5A5 SLC5A6 SLC5A7 SLC5A8 SLC5A9 SLC66A1 SLC6A1 SLC6A11 SLC6A12 SLC6A13 SLC6A14 SLC6A15 SLC6A18 SLC6A19 SLC6A2 SLC6A20 SLC6A3 SLC6A5 SLC6A6 SLC6A7 SLC6A9 SLC7A1 SLC7A10 SLC7A11 SLC7A2 SLC7A3 SLC7A5 SLC7A6 SLC7A7 SLC7A8 SLC7A9 SLC8A1 SLC8A2 SLC8A3 SLC8B1 SLC9A1 SLC9A2 SLC9A3 SLC9A4 SLC9A5 SLC9A6 SLC9A7 SLC9A8 SLC9A9 SLC9B1 SLC9B2 SLC9C1 SLC9C2 SLCO1A2 SLCO1B1 SLCO1B3 SLCO1C1 SLCO2A1 SLCO2B1 SLCO3A1 SLCO4A1 SLCO4C1 SLN SMDT1 SOAT1 SOAT2 SPG7 SRI STEAP2 STEAP3 STOM STOML2 STOML3 TCIRG1 TF TFR2 TFRC TPCN1 TPCN2 TRDN TRPA1 TRPC1 TRPC3 TRPC4 TRPC4AP TRPC5 TRPC6 TRPC7 TRPM1 TRPM2 TRPM3 TRPM4 TRPM5 TRPM6 TRPM7 TRPM8 TRPV1 TRPV2 TRPV3 TRPV4 TRPV5 TRPV6 TSC22D3 TTYH1 TTYH2 TTYH3 TUSC3 UBA52 UBB UBC UNC79 UNC80 VCP VDAC1 VDAC2 VDAC3 VLDLR WNK1 WNK2 WNK3 WNK4 WWP1 YME1L1 ZDHHC8 REACTOME_TRANSPORT_OF_THE_SLBP_DEPENDANT_MATURE_MRNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSPORT_OF_THE_SLBP_DEPENDANT_MATURE_MRNA AAAS ALYREF EIF4E NCBP1 NCBP2 NDC1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 NXF1 POM121 POM121C RAE1 RANBP2 SEC13 SEH1L SLBP TPR REACTOME_TRANSPORT_OF_VITAMINS_NUCLEOSIDES_AND_RELATED_MOLECULES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSPORT_OF_VITAMINS_NUCLEOSIDES_AND_RELATED_MOLECULES APOD ARL2 ARL2BP AVP LCN1 LCN12 LCN15 LCN9 PDZD11 SLC16A2 SLC25A4 SLC25A5 SLC25A6 SLC27A1 SLC27A4 SLC27A6 SLC28A1 SLC28A2 SLC28A3 SLC29A1 SLC29A2 SLC29A3 SLC29A4 SLC33A1 SLC35A1 SLC35A2 SLC35A3 SLC35B2 SLC35B3 SLC35B4 SLC35C1 SLC35D1 SLC35D2 SLC5A6 SLCO1A2 SLCO1B1 SLCO1B3 SLCO1C1 SLCO2A1 SLCO2B1 SLCO3A1 SLCO4A1 SLCO4C1 REACTOME_TRANSPORT_TO_THE_GOLGI_AND_SUBSEQUENT_MODIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSPORT_TO_THE_GOLGI_AND_SUBSEQUENT_MODIFICATION ACTR10 ACTR1A ANK1 ANK2 ANK3 ANKRD28 ARCN1 AREG ARF1 ARF3 ARF4 ARF5 ARFGAP1 ARFGAP2 ARFGAP3 B4GALT1 B4GALT2 B4GALT3 B4GALT4 B4GALT5 B4GALT6 BET1 BET1L CAPZA1 CAPZA2 CAPZA3 CAPZB CD55 CD59 CGA CHST10 CHST8 CNIH1 CNIH2 CNIH3 COG1 COG2 COG3 COG4 COG5 COG6 COG7 COG8 COL7A1 COPA COPB1 COPB2 COPE COPG1 COPG2 COPZ1 COPZ2 CSNK1D CTSC CTSZ DCTN1 DCTN2 DCTN3 DCTN4 DCTN5 DCTN6 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 F5 F8 FOLR1 FUCA1 FUT3 FUT8 GBF1 GOLGA2 GOLGB1 GORASP1 GOSR1 GOSR2 GRIA1 INS KDELR1 KDELR2 KDELR3 LHB LMAN1 LMAN1L LMAN2 LMAN2L MAN1A1 MAN1A2 MAN1C1 MAN2A1 MAN2A2 MANEA MCFD2 MGAT1 MGAT2 MGAT3 MGAT4A MGAT4B MGAT4C MGAT5 MIA2 MIA3 NAPA NAPB NAPG NSF PPP6C PPP6R1 PPP6R3 PREB RAB1A RAB1B SAR1B SCFD1 SEC13 SEC16A SEC16B SEC22A SEC22B SEC22C SEC23A SEC23IP SEC24A SEC24B SEC24C SEC24D SEC31A SERPINA1 SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 ST3GAL4 ST6GAL1 ST8SIA2 ST8SIA3 ST8SIA6 STX17 STX5 TBC1D20 TFG TGFA TMED10 TMED2 TMED3 TMED7 TMED9 TMEM115 TRAPPC1 TRAPPC10 TRAPPC2 TRAPPC2L TRAPPC3 TRAPPC4 TRAPPC5 TRAPPC6A TRAPPC6B TRAPPC9 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B USO1 YKT6 REACTOME_TRANS_GOLGI_NETWORK_VESICLE_BUDDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANS_GOLGI_NETWORK_VESICLE_BUDDING ACBD3 AP1B1 AP1G1 AP1G2 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 AP3B1 AP3S1 AP4B1 AP4E1 AP4M1 AP4S1 APP ARF1 ARRB1 BLOC1S1 BLOC1S3 BLOC1S4 BLOC1S6 CHMP2A CLINT1 CLTA CLTB CLTC CLVS1 CLVS2 CPD CTSZ DNAJC6 DNASE2 DNM2 DTNBP1 FTH1 FTL GAK GBF1 GNS GOLGB1 HGS HIP1R HSPA8 IGF2R M6PR NAPA NECAP1 OCRL PICALM PIK3C2A PUM1 RAB5C SH3D19 SH3GL2 SNAP23 SNAPIN SNX2 SNX5 SNX9 SORT1 STX4 TBC1D8B TFRC TGOLN2 TPD52 TPD52L1 TXNDC5 VAMP2 VAMP7 VAMP8 YIPF6 REACTOME_TRIF_MEDIATED_PROGRAMMED_CELL_DEATH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRIF_MEDIATED_PROGRAMMED_CELL_DEATH CASP8 CD14 FADD LY96 RIPK1 RIPK3 TICAM1 TICAM2 TLR4 REACTOME_TRIGLYCERIDE_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRIGLYCERIDE_BIOSYNTHESIS AGMO DGAT1 DGAT2 GK GK2 GK3 GPAM GPAT2 LPIN1 LPIN2 LPIN3 MOGAT1 MOGAT2 MOGAT3 REACTOME_TRIGLYCERIDE_CATABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRIGLYCERIDE_CATABOLISM ABHD5 CAV1 FABP1 FABP12 FABP2 FABP3 FABP4 FABP5 FABP6 FABP7 FABP9 GPD2 LIPE MGLL PLIN1 PLIN3 PNPLA4 PNPLA5 PPP1CA PPP1CB PPP1CC PRKACA PRKACB PRKACG REACTOME_TRIGLYCERIDE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRIGLYCERIDE_METABOLISM ABHD5 AGMO CAV1 DGAT1 DGAT2 FABP1 FABP12 FABP2 FABP3 FABP4 FABP5 FABP6 FABP7 FABP9 GK GK2 GK3 GPAM GPAT2 GPD2 LIPE LPIN1 LPIN2 LPIN3 MGLL MOGAT1 MOGAT2 MOGAT3 PLIN1 PLIN3 PNPLA4 PNPLA5 PPP1CA PPP1CB PPP1CC PRKACA PRKACB PRKACG REACTOME_TRISTETRAPROLIN_TTP_ZFP36_BINDS_AND_DESTABILIZES_MRNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRISTETRAPROLIN_TTP_ZFP36_BINDS_AND_DESTABILIZES_MRNA DCP1A DCP2 DIS3 EXOSC1 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 MAPKAPK2 TNPO1 XRN1 YWHAB ZFP36 REACTOME_TRNA_AMINOACYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRNA_AMINOACYLATION AARS1 AARS2 AIMP1 AIMP2 CARS1 CARS2 DARS1 DARS2 EARS2 EEF1E1 EPRS1 FARS2 FARSA FARSB GARS1 HARS1 HARS2 IARS1 IARS2 KARS1 LARS1 LARS2 MARS1 MARS2 NARS1 NARS2 PARS2 PPA1 PPA2 QARS1 RARS1 RARS2 SARS1 SARS2 TARS1 TARS2 VARS1 VARS2 WARS1 WARS2 YARS1 YARS2 REACTOME_TRNA_MODIFICATION_IN_THE_MITOCHONDRION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRNA_MODIFICATION_IN_THE_MITOCHONDRION GTPBP3 HSD17B10 MTO1 PRORP PUS1 TRIT1 TRMT10C TRMT61B TRMU REACTOME_TRNA_MODIFICATION_IN_THE_NUCLEUS_AND_CYTOSOL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRNA_MODIFICATION_IN_THE_NUCLEUS_AND_CYTOSOL ADAT1 ADAT2 ADAT3 ALKBH8 CDKAL1 CTU1 CTU2 DUS2 EPRS1 FTSJ1 LAGE3 LCMT2 METTL1 NSUN2 NSUN6 OSGEP PUS1 PUS3 PUS7 QTRT1 QTRT2 THADA THG1L TP53RK TPRKB TRDMT1 TRIT1 TRMT1 TRMT10A TRMT11 TRMT112 TRMT12 TRMT13 TRMT44 TRMT5 TRMT6 TRMT61A TRMT9B TYW1 TYW3 TYW5 URM1 WDR4 REACTOME_TRNA_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRNA_PROCESSING AAAS ADAT1 ADAT2 ADAT3 ALKBH8 C2orf49 CDKAL1 CLP1 CPSF1 CPSF4 CSTF2 CTU1 CTU2 DDX1 DUS2 ELAC2 EPRS1 FAM98B FTSJ1 GTPBP3 HSD17B10 LAGE3 LCMT2 METTL1 MT-RNR1 MT-RNR2 MTO1 NDC1 NSUN2 NSUN6 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 OSGEP POM121 POM121C POP1 POP4 POP5 POP7 PRORP PUS1 PUS3 PUS7 QTRT1 QTRT2 RAE1 RAN RANBP2 RPP14 RPP21 RPP25 RPP30 RPP38 RPP40 RPPH1 RTCB RTRAF SEC13 SEH1L THADA THG1L TP53RK TPR TPRKB TRDMT1 TRIT1 TRMT1 TRMT10A TRMT10C TRMT11 TRMT112 TRMT12 TRMT13 TRMT44 TRMT5 TRMT6 TRMT61A TRMT61B TRMT9B TRMU TRNT1 TSEN15 TSEN2 TSEN34 TSEN54 TYW1 TYW3 TYW5 URM1 WDR4 XPOT ZBTB8OS REACTOME_TRNA_PROCESSING_IN_THE_MITOCHONDRION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRNA_PROCESSING_IN_THE_MITOCHONDRION ELAC2 HSD17B10 MT-RNR1 MT-RNR2 PRORP TRMT10C TRNT1 REACTOME_TRNA_PROCESSING_IN_THE_NUCLEUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRNA_PROCESSING_IN_THE_NUCLEUS AAAS C2orf49 CLP1 CPSF1 CPSF4 CSTF2 DDX1 ELAC2 FAM98B NDC1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 POM121 POM121C POP1 POP4 POP5 POP7 RAE1 RAN RANBP2 RPP14 RPP21 RPP25 RPP30 RPP38 RPP40 RPPH1 RTCB RTRAF SEC13 SEH1L TPR TRNT1 TSEN15 TSEN2 TSEN34 TSEN54 XPOT ZBTB8OS REACTOME_TRP_CHANNELS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRP_CHANNELS MCOLN1 MCOLN2 MCOLN3 MLKL RIPK1 RIPK3 TRPA1 TRPC1 TRPC3 TRPC4 TRPC4AP TRPC5 TRPC6 TRPC7 TRPM1 TRPM2 TRPM3 TRPM4 TRPM5 TRPM6 TRPM7 TRPM8 TRPV1 TRPV2 TRPV3 TRPV4 TRPV5 TRPV6 REACTOME_TRYPTOPHAN_CATABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRYPTOPHAN_CATABOLISM AADAT ACMSD AFMID HAAO IDO1 IDO2 KMO KYAT1 KYAT3 KYNU SLC36A4 SLC3A2 SLC7A5 TDO2 REACTOME_TYPE_I_HEMIDESMOSOME_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TYPE_I_HEMIDESMOSOME_ASSEMBLY CD151 COL17A1 DST ITGA6 ITGB4 KRT14 KRT5 LAMA3 LAMB3 LAMC2 PLEC REACTOME_TYROSINE_CATABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TYROSINE_CATABOLISM FAH GSTZ1 HGD HPD TAT REACTOME_TYSND1_CLEAVES_PEROXISOMAL_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TYSND1_CLEAVES_PEROXISOMAL_PROTEINS ACAA1 ACOX1 AGPS HSD17B4 PHYH SCP2 TYSND1 REACTOME_UBIQUINOL_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_UBIQUINOL_BIOSYNTHESIS COQ2 COQ3 COQ5 COQ6 COQ7 COQ9 PDSS1 PDSS2 REACTOME_UB_SPECIFIC_PROCESSING_PROTEASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_UB_SPECIFIC_PROCESSING_PROTEASES ADRB2 ADRM1 AR ARRB1 ARRB2 ATXN7 AXIN1 AXIN2 BECN1 BIRC2 BIRC3 CCNA1 CCNA2 CCP110 CDC20 CDC25A CFTR CLSPN CYLD DDB2 FKBP8 FOXO4 GATA3 H2AC1 H2AC11 H2AC12 H2AC13 H2AC14 H2AC15 H2AC16 H2AC17 H2AC18 H2AC19 H2AC20 H2AC21 H2AC25 H2AC4 H2AC6 H2AC7 H2AC8 H2BC1 H2BC10 H2BC11 H2BC12 H2BC13 H2BC14 H2BC15 H2BC17 H2BC18 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 HGS HIF1A IDE IFIH1 IKBKG IL33 KAT2A KEAP1 MAP3K7 MAT2B MDM2 MDM4 MUL1 MYC NFKBIA OTUB1 POLB PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTEN PTRH2 RCE1 RHOT1 RIGI RIPK1 RNF123 RNF128 RNF146 RPS27A RUVBL1 SEM1 SIAH2 SKP2 SMAD1 SMAD2 SMAD3 SMAD4 SMAD7 SMURF2 SNX3 STAM2 SUDS3 TAB1 TADA2B TADA3 TAF10 TAF9B TGFBR1 TNKS TNKS2 TOMM20 TOMM70 TP53 TRAF2 TRAF6 TRRAP UBA52 UBB UBC UFD1 USP10 USP11 USP12 USP13 USP14 USP15 USP16 USP17L1 USP17L10 USP17L11 USP17L12 USP17L13 USP17L15 USP17L17 USP17L18 USP17L19 USP17L2 USP17L20 USP17L21 USP17L22 USP17L24 USP17L25 USP17L26 USP17L27 USP17L28 USP17L29 USP17L3 USP17L30 USP17L4 USP17L5 USP17L8 USP18 USP19 USP2 USP20 USP21 USP22 USP24 USP25 USP26 USP28 USP3 USP30 USP33 USP34 USP37 USP4 USP42 USP44 USP47 USP48 USP49 USP5 USP7 USP8 USP9X VDAC1 VDAC2 VDAC3 WDR20 WDR48 REACTOME_UCH_PROTEINASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_UCH_PROTEINASES ACTB ACTL6A ACTR5 ACTR8 ADRM1 ASXL1 ASXL2 BAP1 BARD1 FOXK1 FOXK2 H2AC1 H2AC11 H2AC12 H2AC13 H2AC14 H2AC15 H2AC16 H2AC17 H2AC18 H2AC19 H2AC20 H2AC21 H2AC25 H2AC4 H2AC6 H2AC7 H2AC8 HCFC1 INO80 INO80B INO80C INO80D INO80E KDM1B MBD5 MBD6 MCRS1 NEDD8 NFRKB OGT PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RPS27A RUVBL1 SEM1 SENP8 SMAD7 TFPT TGFB1 TGFBR1 TGFBR2 UBA52 UBB UBC UCHL1 UCHL3 UCHL5 USP15 YY1 REACTOME_UNBLOCKING_OF_NMDA_RECEPTORS_GLUTAMATE_BINDING_AND_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_UNBLOCKING_OF_NMDA_RECEPTORS_GLUTAMATE_BINDING_AND_ACTIVATION ACTN2 CALM1 CAMK2A CAMK2B CAMK2D CAMK2G DLG1 DLG2 DLG3 DLG4 GRIA1 GRIA2 GRIA3 GRIA4 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D LRRC7 NEFL REACTOME_UNFOLDED_PROTEIN_RESPONSE_UPR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_UNFOLDED_PROTEIN_RESPONSE_UPR ACADVL ADD1 ARFGAP1 ASNS ATF3 ATF4 ATF6 ATF6B ATP6V0D1 CALR CCL2 CEBPB CEBPG CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREBRF CTDSP2 CUL7 CXCL8 CXXC1 DCP2 DCSTAMP DCTN1 DDIT3 DDX11 DIS3 DNAJB11 DNAJB9 DNAJC3 EDEM1 EIF2AK3 EIF2S1 EIF2S2 EIF2S3 ERN1 EXOSC1 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 EXTL1 EXTL2 EXTL3 FKBP14 GFPT1 GOSR2 GSK3A HDGF HERPUD1 HSP90B1 HSPA5 HYOU1 IGFBP1 KDELR3 KHSRP KLHDC3 LMNA MBTPS1 MBTPS2 MYDGF NFYA NFYB NFYC PARN PDIA5 PDIA6 PLA2G4B PPP2R5B PREB SEC31A SERP1 SHC1 SRPRA SRPRB SSR1 SULT1A3 SYVN1 TATDN2 TLN1 TPP1 TSPYL2 WFS1 WIPI1 XBP1 YIF1A ZBTB17 REACTOME_UNWINDING_OF_DNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_UNWINDING_OF_DNA CDC45 GINS1 GINS2 GINS3 GINS4 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 REACTOME_UPTAKE_AND_ACTIONS_OF_BACTERIAL_TOXINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_UPTAKE_AND_ACTIONS_OF_BACTERIAL_TOXINS ANTXR1 ANTXR2 CALM1 CD9 EEF2 FURIN GUCY2C HBEGF HSP90AA1 HSP90AB1 MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K6 MAP2K7 NHERF4 PDCD6IP SNAP25 STX1A STX1B SV2A SV2B SV2C SYT1 SYT2 TXNRD1 VAMP1 VAMP2 REACTOME_UPTAKE_AND_FUNCTION_OF_ANTHRAX_TOXINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_UPTAKE_AND_FUNCTION_OF_ANTHRAX_TOXINS ANTXR1 ANTXR2 CALM1 FURIN MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K6 MAP2K7 PDCD6IP REACTOME_UPTAKE_AND_FUNCTION_OF_DIPHTHERIA_TOXIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_UPTAKE_AND_FUNCTION_OF_DIPHTHERIA_TOXIN CD9 EEF2 HBEGF HSP90AA1 HSP90AB1 TXNRD1 REACTOME_UPTAKE_OF_DIETARY_COBALAMINS_INTO_ENTEROCYTES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_UPTAKE_OF_DIETARY_COBALAMINS_INTO_ENTEROCYTES ABCD4 AMN CBLIF CTRB1 CTRB2 CUBN LMBRD1 PRSS1 PRSS3 TCN1 REACTOME_UREA_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_UREA_CYCLE ARG1 ARG2 ASL ASS1 CPS1 NAGS NMRAL1 OTC SLC25A15 SLC25A2 REACTOME_VASOPRESSIN_LIKE_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_VASOPRESSIN_LIKE_RECEPTORS AVP AVPR1A AVPR1B AVPR2 OXT OXTR REACTOME_VASOPRESSIN_REGULATES_RENAL_WATER_HOMEOSTASIS_VIA_AQUAPORINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_VASOPRESSIN_REGULATES_RENAL_WATER_HOMEOSTASIS_VIA_AQUAPORINS ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 AQP1 AQP2 AQP3 AQP4 AVP AVPR2 GNAS GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 MYO5B PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B RAB11A RAB11FIP2 REACTOME_VEGFR2_MEDIATED_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_VEGFR2_MEDIATED_CELL_PROLIFERATION AHCYL1 CALM1 HRAS ITPR1 ITPR2 ITPR3 KDR KRAS NRAS PDPK1 PLCG1 PRKCA PRKCB PRKCD PRKCZ RASA1 SPHK1 SRC VEGFA REACTOME_VEGFR2_MEDIATED_VASCULAR_PERMEABILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_VEGFR2_MEDIATED_VASCULAR_PERMEABILITY AKT1 AKT2 AKT3 CALM1 CAV1 CDH5 CTNNA1 CTNNB1 CTNND1 HSP90AA1 JUP MAPKAP1 MLST8 MTOR NOS3 PAK1 PAK2 PAK3 PDPK1 PRR5 RAC1 RICTOR THEM4 TRIB3 VAV1 VAV2 VAV3 REACTOME_VEGF_LIGAND_RECEPTOR_INTERACTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_VEGF_LIGAND_RECEPTOR_INTERACTIONS FLT1 FLT4 KDR PGF VEGFA VEGFB VEGFC VEGFD REACTOME_VESICLE_MEDIATED_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_VESICLE_MEDIATED_TRANSPORT AAK1 ACBD3 ACTB ACTG1 ACTR10 ACTR1A ACTR2 ACTR3 ADRB2 AGFG1 AGPAT3 AGTR1 AKT1 AKT2 AKT3 ALB ALPP ALS2 ALS2CL AMBP AMPH ANK1 ANK2 ANK3 ANKRD27 ANKRD28 AP1B1 AP1G1 AP1G2 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 AP3B1 AP3S1 AP4B1 AP4E1 AP4M1 AP4S1 APOA1 APOB APOE APOL1 APP ARCN1 AREG ARF1 ARF3 ARF4 ARF5 ARF6 ARFGAP1 ARFGAP2 ARFGAP3 ARFIP2 ARFRP1 ARL1 ARPC1A ARPC2 ARPC3 ARPC4 ARPC5 ARRB1 ARRB2 ASPSCR1 AVP AVPR2 BET1 BET1L BICD1 BICD2 BIN1 BLOC1S1 BLOC1S3 BLOC1S4 BLOC1S6 BNIP1 BTC C2CD5 CALM1 CALR CAPZA1 CAPZA2 CAPZA3 CAPZB CBL CCZ1 CCZ1B CD163 CD36 CD3D CD3G CD4 CD55 CD59 CENPE CFTR CHM CHML CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP5 CHMP6 CHMP7 CHRM2 CLINT1 CLTA CLTB CLTC CLTCL1 CLVS1 CLVS2 CNIH1 CNIH2 CNIH3 COG1 COG2 COG3 COG4 COG5 COG6 COG7 COG8 COL1A1 COL1A2 COL3A1 COL4A1 COL4A2 COL7A1 COLEC11 COLEC12 COPA COPB1 COPB2 COPE COPG1 COPG2 COPS2 COPS3 COPS4 COPS5 COPS6 COPS7A COPS7B COPS8 COPZ1 COPZ2 CPD CSNK1D CTSC CTSZ CTTN CUX1 CYTH1 CYTH2 CYTH3 CYTH4 DAB2 DCTN1 DCTN2 DCTN3 DCTN4 DCTN5 DCTN6 DENND1A DENND1B DENND1C DENND2A DENND2B DENND2C DENND2D DENND3 DENND4A DENND4B DENND4C DENND5A DENND5B DENND6A DENND6B DNAJC6 DNASE2 DNM1 DNM2 DNM3 DTNBP1 DVL2 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 EGF EGFR EPGN EPN1 EPN2 EPS15 EPS15L1 EREG EXOC1 EXOC2 EXOC3 EXOC4 EXOC5 EXOC6 EXOC7 EXOC8 F5 F8 FCHO1 FCHO2 FNBP1 FNBP1L FOLR1 FTH1 FTL FZD4 GABARAP GABARAPL2 GAK GALNT1 GALNT2 GAPVD1 GBF1 GCC1 GCC2 GDI1 GDI2 GGA1 GGA2 GGA3 GJA1 GJA10 GJA3 GJA4 GJA5 GJA8 GJA9 GJB1 GJB2 GJB3 GJB4 GJB5 GJB6 GJB7 GJC1 GJC2 GJD2 GJD3 GJD4 GNS GOLGA1 GOLGA2 GOLGA4 GOLGA5 GOLGB1 GOLIM4 GORASP1 GOSR1 GOSR2 GPS1 GRB2 GRIA1 GRK2 GRK3 HBA1 HBA2 HBB HBEGF HGS HIP1 HIP1R HP HPR HPS1 HPS4 HPX HSP90AA1 HSP90B1 HSPA8 HSPH1 HYOU1 IGF2R IGHA1 IGHA2 IGHV1-2 IGHV1-46 IGHV1-69 IGHV2-5 IGHV2-70 IGHV3-11 IGHV3-13 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-48 IGHV3-53 IGHV3-7 IGHV4-34 IGHV4-39 IGHV4-59 IGKV1-12 IGKV1-16 IGKV1-17 IGKV1-33 IGKV1-39 IGKV1-5 IGKV1D-12 IGKV1D-16 IGKV1D-33 IGKV1D-39 IGKV2-28 IGKV2-30 IGKV2D-28 IGKV2D-30 IGKV2D-40 IGKV3-11 IGKV3-15 IGKV3-20 IGKV3D-20 IGKV4-1 IGKV5-2 IGLC2 IGLC3 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-51 IGLV2-11 IGLV2-14 IGLV2-23 IGLV2-8 IGLV3-1 IGLV3-19 IGLV3-21 IGLV3-25 IGLV3-27 IGLV6-57 IGLV7-43 IL7R INS ITSN1 ITSN2 JCHAIN KDELR1 KDELR2 KDELR3 KIAA0319 KIF11 KIF12 KIF13B KIF15 KIF16B KIF18A KIF18B KIF19 KIF1A KIF1B KIF1C KIF20A KIF20B KIF21A KIF21B KIF22 KIF23 KIF25 KIF26A KIF26B KIF27 KIF2A KIF2B KIF2C KIF3A KIF3B KIF3C KIF4A KIF4B KIF5A KIF5B KIF6 KIF9 KIFAP3 KIFC1 KIFC2 KLC1 KLC2 KLC3 KLC4 LDLR LDLRAP1 LMAN1 LMAN1L LMAN2 LMAN2L LNPEP LRP1 LRP2 M6PR MADD MAN1A1 MAN1A2 MAN1C1 MAN2A1 MAN2A2 MAP1LC3B MARCO MASP1 MCFD2 MIA2 MIA3 MON1A MON1B MSR1 MVB12A MVB12B MYH9 MYO1C MYO5A MYO6 NAA30 NAA35 NAA38 NAPA NAPB NAPG NBAS NECAP1 NECAP2 NEDD8 NSF OCRL OPTN PACSIN1 PACSIN2 PACSIN3 PAFAH1B1 PAFAH1B2 PAFAH1B3 PICALM PIK3C2A PIP5K1C PLA2G4A PLA2G6 PLIN3 PPP6C PPP6R1 PPP6R3 PREB PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 PUM1 RAB10 RAB11A RAB11B RAB12 RAB13 RAB14 RAB18 RAB1A RAB1B RAB21 RAB27A RAB27B RAB30 RAB31 RAB32 RAB33A RAB33B RAB35 RAB36 RAB38 RAB39A RAB39B RAB3A RAB3GAP1 RAB3GAP2 RAB3IL1 RAB3IP RAB41 RAB43 RAB4A RAB5A RAB5B RAB5C RAB6A RAB6B RAB7A RAB7B RAB8A RAB8B RAB9A RAB9B RABEP1 RABEPK RABGAP1 RABGEF1 RAC1 RACGAP1 RALA RALGAPA2 RALGAPB REPS1 REPS2 RGP1 RHOBTB3 RHOQ RIC1 RIN1 RIN2 RIN3 RINL RINT1 RPS27A SAA1 SAR1B SBF1 SBF2 SCARA5 SCARB1 SCARB2 SCARF1 SCFD1 SCGB3A2 SCOC SEC13 SEC16A SEC16B SEC22A SEC22B SEC22C SEC23A SEC23IP SEC24A SEC24B SEC24C SEC24D SEC31A SERPINA1 SFN SGIP1 SH3D19 SH3GL1 SH3GL2 SH3GL3 SH3KBP1 SLC18A3 SLC2A4 SLC2A8 SNAP23 SNAP29 SNAP91 SNAPIN SNF8 SNX18 SNX2 SNX5 SNX9 SORT1 SPARC SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 SRC SSC5D STAB1 STAB2 STAM STAM2 STON1 STON2 STX10 STX16 STX17 STX18 STX4 STX5 STX6 STXBP3 SURF4 SYNJ1 SYNJ2 SYS1 SYT1 SYT11 SYT2 SYT8 SYT9 SYTL1 TACR1 TBC1D1 TBC1D10A TBC1D10B TBC1D10C TBC1D13 TBC1D14 TBC1D15 TBC1D16 TBC1D17 TBC1D2 TBC1D20 TBC1D24 TBC1D25 TBC1D3 TBC1D4 TBC1D7 TBC1D8B TF TFG TFRC TGFA TGOLN2 TJP1 TMED10 TMED2 TMED3 TMED7 TMED9 TMEM115 TMF1 TOR1A TOR1B TPD52 TPD52L1 TRAPPC1 TRAPPC10 TRAPPC11 TRAPPC12 TRAPPC13 TRAPPC2 TRAPPC2L TRAPPC3 TRAPPC4 TRAPPC5 TRAPPC6A TRAPPC6B TRAPPC8 TRAPPC9 TRIP10 TRIP11 TSC1 TSC2 TSG101 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B TXNDC5 UBA52 UBAP1 UBB UBC UBQLN1 UBQLN2 ULK1 USE1 USO1 USP6NL VAMP2 VAMP3 VAMP4 VAMP7 VAMP8 VPS25 VPS28 VPS36 VPS37A VPS37B VPS37C VPS37D VPS45 VPS4A VPS4B VPS51 VPS52 VPS53 VPS54 VTA1 VTI1A WASL WNT5A YIPF6 YKT6 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ ZW10 REACTOME_VIRAL_INFECTION_PATHWAYS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_VIRAL_INFECTION_PATHWAYS AAAS ACE2 AGRN AKT1 AKT2 AKT3 ANO1 ANO10 ANO2 ANO3 ANO4 ANO5 ANO6 ANO7 ANO8 ANO9 AP1B1 AP1G1 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 APOBEC3G ARF1 ARID4A ARID4B ATG14 ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP1B1 ATP1B2 ATP1B3 ATP6V1H B2M BANF1 BCL2L1 BECN1 BLNK BRD4 BRMS1 BST2 BTK BTRC CALR CANX CASP1 CAV1 CBX1 CCNH CCNK CCNT1 CCNT2 CCR5 CD247 CD28 CD4 CD79A CD79B CD8B CDK7 CDK9 CEBPD CHD3 CHD4 CHMP1A CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP5 CHMP6 CHMP7 CHUK CLTA CLTC CNBP COMT CPSF4 CRB3 CRBN CREB1 CREBBP CSNK1A1 CTDP1 CTSL CUL3 CUL5 CXCR4 CYSLTR1 DAD1 DAXX DDOST DDX20 DDX5 DNAJC3 DOCK2 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 EDEM2 EED EEF1A1 EGFR EIF2AK2 ELK1 ELL ELMO1 ELOA ELOA2 ELOB ELOC EP300 ERCC2 ERCC3 EZH2 FAU FEN1 FKBP1A FKBP4 FNTA FNTB FURIN FUT8 FXYD1 FXYD2 FXYD3 FXYD4 FXYD6 FXYD7 FYN G3BP1 G3BP2 GALNT1 GANAB GATAD2A GATAD2B GEMIN2 GEMIN4 GEMIN5 GEMIN6 GEMIN7 GEMIN8 GJA1 GOLGA7 GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 GPS2 GRB2 GRSF1 GSK3A GSK3B GTF2A1 GTF2A2 GTF2B GTF2E1 GTF2E2 GTF2F1 GTF2F2 GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 H2AC1 H2AC11 H2AC12 H2AC13 H2AC14 H2AC15 H2AC16 H2AC17 H2AC18 H2AC19 H2AC20 H2AC21 H2AC25 H2AC4 H2AC6 H2AC7 H2AC8 H2BC1 H2BC10 H2BC11 H2BC12 H2BC13 H2BC14 H2BC15 H2BC17 H2BC18 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HAVCR1 HCK HDAC1 HDAC2 HDAC3 HLA-A HLA-B HLA-C HLA-E HLA-F HLA-G HMG20B HMGA1 HNRNPA1 HNRNPK HSP90AA1 HSP90AB1 HSPA1A HSPG2 IFIH1 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR1 IFNAR2 IFNB1 IFNGR1 IFNGR2 IGHD IGHM IGHV1-2 IGHV1-46 IGHV1-69 IGHV2-5 IGHV2-70 IGHV3-11 IGHV3-13 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-48 IGHV3-53 IGHV3-7 IGHV4-34 IGHV4-39 IGHV4-59 IGKV1-12 IGKV1-16 IGKV1-17 IGKV1-33 IGKV1-39 IGKV1-5 IGKV1D-12 IGKV1D-16 IGKV1D-33 IGKV1D-39 IGKV2-28 IGKV2-30 IGKV2D-28 IGKV2D-30 IGKV2D-40 IGKV3-11 IGKV3-15 IGKV3-20 IGKV3D-20 IGKV4-1 IGKV5-2 IGLC2 IGLC3 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-51 IGLV2-11 IGLV2-14 IGLV2-23 IGLV2-8 IGLV3-1 IGLV3-19 IGLV3-21 IGLV3-25 IGLV3-27 IGLV6-57 IGLV7-43 IKBKB IKBKE IKBKG IL17A IL17F IL17RA IL17RC IL1R1 IL6R IMPDH1 IMPDH2 IPO5 IRAK1 IRAK2 IRF3 IRF7 ISCU ISG15 ITCH ITGA4 ITGB1 JAK1 JAK2 JAK3 KDM1A KEAP1 KPNA1 KPNA2 KPNA3 KPNA4 KPNA5 KPNA7 KPNB1 LARP1 LCK LIG1 LIG4 MAGT1 MAN1B1 MAN2A1 MAP1LC3B MAP3K7 MASP1 MASP2 MAVS MBD3 MBL2 MGAT1 MGAT2 MGAT4A MGAT4B MGAT4C MGAT5 MNAT1 MOGS MTA1 MTA2 MTA3 MVB12A MVB12B NCBP1 NCBP2 NCK1 NCOR1 NCOR2 NDC1 NEDD4L NELFA NELFB NELFCD NELFE NFE2L2 NFKB1 NFKBIA NLRP12 NLRP3 NMI NMT1 NMT2 NOD1 NOD2 NPIPB3 NPM1 NR3C1 NRP1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 PABPN1 PACS1 PAK2 PALS1 PARP1 PARP10 PARP14 PARP16 PARP4 PARP6 PARP8 PARP9 PATJ PCBP2 PDCD1 PDCD6IP PDPK1 PHF21A PIK3C3 PIK3R4 PKLR PLCG2 PML POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L POM121 POM121C PPIA PPIB PPIG PPIH PRKCSH PRMT1 PSIP1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTGES3 PTPN11 PTPN6 PYCARD RAC1 RAE1 RAN RANBP1 RANBP2 RANGAP1 RB1 RBBP4 RBBP7 RBX1 RCAN3 RCC1 RCOR1 RELA REST RIGI RIPK1 RIPK2 RIPK3 RNF135 RNGTT RNMT ROCK1 ROCK2 RPL10 RPL10A RPL10L RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL22L1 RPL23 RPL23A RPL24 RPL26 RPL26L1 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL36AL RPL37 RPL37A RPL38 RPL39 RPL39L RPL3L RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPN1 RPN2 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS7 RPS8 RPS9 RPSA RUNX1 S1PR1 SAP18 SAP30 SAP30L SAR1B SDC1 SDC2 SDC3 SDC4 SEC13 SEC23A SEC24A SEC24B SEC24C SEC24D SEH1L SEM1 SERPINE1 SFN SFTPD SH3KBP1 SIGMAR1 SIKE1 SKP1 SLC25A4 SLC25A5 SLC25A6 SMAD3 SMAD4 SMN1 SMN2 SNF8 SNRPB SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SOS1 SP1 SRPK1 SRPK2 SSRP1 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST6GAL1 ST6GALNAC2 ST6GALNAC3 ST6GALNAC4 STAT1 STAT2 STING1 STT3A SUDS3 SUMO1 SUPT16H SUPT4H1 SUPT5H SUZ12 SYK TAB1 TAB2 TAB3 TAF1 TAF10 TAF11 TAF12 TAF13 TAF15 TAF1L TAF2 TAF3 TAF4 TAF4B TAF5 TAF6 TAF7 TAF7L TAF9 TAF9B TBK1 TBL1X TBL1XR1 TBP TCEA1 TGFB1 TJP1 TKFC TLR1 TLR2 TLR7 TLR8 TLR9 TMPRSS2 TOMM70 TPR TRAF3 TRAF6 TRIM25 TRIM28 TRIM4 TSG101 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B TUFM TUSC3 TYK2 UBA52 UBAP1 UBB UBC UBE2I UBE2N UBE2V1 UVRAG VAV1 VCP VEGFA VHL VPS11 VPS16 VPS18 VPS25 VPS28 VPS33A VPS33B VPS36 VPS37A VPS37B VPS37C VPS37D VPS39 VPS41 VPS45 VPS4A VPS4B VTA1 XPO1 XRCC4 XRCC5 XRCC6 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ ZBP1 ZCRB1 ZDHHC11 ZDHHC2 ZDHHC20 ZDHHC3 ZDHHC5 ZDHHC8 ZDHHC9 REACTOME_VIRAL_MESSENGER_RNA_SYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_VIRAL_MESSENGER_RNA_SYNTHESIS AAAS GTF2F1 GTF2F2 NDC1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L POM121 POM121C RAE1 RANBP2 SEC13 SEH1L TPR REACTOME_VISUAL_PHOTOTRANSDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_VISUAL_PHOTOTRANSDUCTION ABCA4 AGRN AKR1B10 AKR1C1 AKR1C3 AKR1C4 APOA1 APOA2 APOA4 APOB APOC2 APOC3 APOE APOM AWAT2 BCO1 BCO2 CALM1 CAMKMT CLPS CNGA1 CNGB1 CYP4V2 DHRS3 DHRS9 FNTA FNTB GNAT1 GNB1 GNB5 GNGT1 GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 GPIHBP1 GRK1 GRK4 GRK7 GUCA1A GUCA1B GUCA1C GUCY2D GUCY2F HSD17B1 HSD17B6 HSPG2 LDLR LPL LRAT LRP1 LRP10 LRP12 LRP2 LRP8 METAP1 METAP2 MYO7A NAPEPLD NMT1 NMT2 OPN1LW OPN1MW OPN1SW PDE6A PDE6B PDE6G PLB1 PNLIP PPEF1 PRKCA PRKCQ RBP1 RBP2 RBP3 RBP4 RCVRN RDH10 RDH11 RDH12 RDH16 RDH5 RDH8 RETSAT RGS9 RGS9BP RHO RLBP1 RPE65 SAG SDC1 SDC2 SDC3 SDC4 SDR9C7 SLC24A1 STRA6 TTR REACTOME_VITAMINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_VITAMINS CYP24A1 CYP26A1 CYP26B1 CYP26C1 CYP27B1 CYP2R1 REACTOME_VITAMIN_B1_THIAMIN_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_VITAMIN_B1_THIAMIN_METABOLISM SLC19A2 SLC19A3 SLC25A19 THTPA TPK1 REACTOME_VITAMIN_B2_RIBOFLAVIN_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_VITAMIN_B2_RIBOFLAVIN_METABOLISM ACP5 ENPP1 FLAD1 RFK SLC52A1 SLC52A2 SLC52A3 REACTOME_VITAMIN_B5_PANTOTHENATE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_VITAMIN_B5_PANTOTHENATE_METABOLISM AASDHPPT COASY DCAKD ENPP1 ENPP2 ENPP3 FASN NUDT8 PANK1 PANK2 PANK3 PANK4 PDZD11 PPCDC PPCS SLC25A16 SLC25A42 SLC5A6 VNN1 VNN2 REACTOME_VITAMIN_C_ASCORBATE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_VITAMIN_C_ASCORBATE_METABOLISM CYB5A CYB5R3 GSTO1 GSTO2 SLC23A1 SLC23A2 SLC2A1 SLC2A3 REACTOME_VITAMIN_D_CALCIFEROL_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_VITAMIN_D_CALCIFEROL_METABOLISM CUBN CYP24A1 CYP27B1 CYP2R1 GC LDLRAP1 LGMN LRP2 PIAS4 SUMO2 UBE2I VDR REACTOME_VLDLR_INTERNALISATION_AND_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_VLDLR_INTERNALISATION_AND_DEGRADATION AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 CLTA CLTC MYLIP NR1H2 NR1H3 PCSK9 RPS27A UBA52 UBB UBC VLDLR REACTOME_VLDL_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_VLDL_ASSEMBLY APOB APOC1 APOC4 MTTP P4HB REACTOME_VLDL_CLEARANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_VLDL_CLEARANCE APOB APOBR APOC1 APOC4 LSR VLDLR REACTOME_VOLTAGE_GATED_POTASSIUM_CHANNELS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_VOLTAGE_GATED_POTASSIUM_CHANNELS KCNA1 KCNA10 KCNA2 KCNA3 KCNA4 KCNA5 KCNA6 KCNA7 KCNAB1 KCNAB2 KCNAB3 KCNB1 KCNB2 KCNC1 KCNC2 KCNC3 KCNC4 KCND1 KCND2 KCND3 KCNF1 KCNG1 KCNG2 KCNG3 KCNG4 KCNH1 KCNH2 KCNH3 KCNH4 KCNH5 KCNH6 KCNH7 KCNH8 KCNQ1 KCNQ2 KCNQ3 KCNQ4 KCNQ5 KCNS1 KCNS2 KCNS3 KCNV1 KCNV2 REACTOME_VXPX_CARGO_TARGETING_TO_CILIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_VXPX_CARGO_TARGETING_TO_CILIUM ARF4 ASAP1 CNGA2 CNGA4 CNGB1 EXOC1 EXOC2 EXOC3 EXOC4 EXOC5 EXOC6 EXOC7 EXOC8 GBF1 PKD1 PKD2 RAB11A RAB11FIP3 RAB3IP RAB8A RHO REACTOME_WAX_AND_PLASMALOGEN_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_WAX_AND_PLASMALOGEN_BIOSYNTHESIS AGPS AWAT1 AWAT2 DHRS7B FAR1 FAR2 GNPAT REACTOME_WNT5A_DEPENDENT_INTERNALIZATION_OF_FZD2_FZD5_AND_ROR2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_WNT5A_DEPENDENT_INTERNALIZATION_OF_FZD2_FZD5_AND_ROR2 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 CLTA CLTB CLTC FZD2 FZD5 ROR1 ROR2 WNT5A REACTOME_WNT5A_DEPENDENT_INTERNALIZATION_OF_FZD4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_WNT5A_DEPENDENT_INTERNALIZATION_OF_FZD4 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 ARRB2 CLTA CLTB CLTC DVL2 FZD4 PRKCA PRKCB PRKCG WNT5A REACTOME_WNT_LIGAND_BIOGENESIS_AND_TRAFFICKING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_WNT_LIGAND_BIOGENESIS_AND_TRAFFICKING PORCN SNX3 TMED5 VPS26A VPS29 VPS35 WLS WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT8A WNT8B WNT9A WNT9B REACTOME_WNT_MEDIATED_ACTIVATION_OF_DVL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_WNT_MEDIATED_ACTIVATION_OF_DVL CSNK1E CSNK2A1 CSNK2A2 CSNK2B DVL1 DVL2 DVL3 PIP5K1B REACTOME_XENOBIOTICS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_XENOBIOTICS AHR ARNT ARNT2 CYP1A1 CYP1A2 CYP2A13 CYP2A6 CYP2A7 CYP2B6 CYP2C18 CYP2C19 CYP2C8 CYP2C9 CYP2D6 CYP2E1 CYP2F1 CYP2J2 CYP2S1 CYP2W1 CYP3A4 CYP3A43 CYP3A5 CYP3A7 REACTOME_YAP1_AND_WWTR1_TAZ_STIMULATED_GENE_EXPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_YAP1_AND_WWTR1_TAZ_STIMULATED_GENE_EXPRESSION CCN2 GATA4 HIPK1 HIPK2 KAT2B NKX2-5 NPPA RUNX2 TBX5 TEAD1 TEAD2 TEAD3 TEAD4 WWTR1 YAP1 REACTOME_ZBP1_DAI_MEDIATED_INDUCTION_OF_TYPE_I_IFNS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ZBP1_DAI_MEDIATED_INDUCTION_OF_TYPE_I_IFNS CHUK DHX9 DTX4 IKBKB IKBKG IRF3 MYD88 NFKB1 NFKB2 NFKBIA NFKBIB NKIRAS1 NKIRAS2 NLRP4 RELA RIPK1 RIPK3 TBK1 TICAM1 TLR3 ZBP1 REACTOME_ZINC_EFFLUX_AND_COMPARTMENTALIZATION_BY_THE_SLC30_FAMILY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ZINC_EFFLUX_AND_COMPARTMENTALIZATION_BY_THE_SLC30_FAMILY SLC30A1 SLC30A2 SLC30A3 SLC30A5 SLC30A8 REACTOME_ZINC_INFLUX_INTO_CELLS_BY_THE_SLC39_GENE_FAMILY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ZINC_INFLUX_INTO_CELLS_BY_THE_SLC39_GENE_FAMILY SLC39A1 SLC39A10 SLC39A14 SLC39A2 SLC39A3 SLC39A4 SLC39A5 SLC39A6 SLC39A7 SLC39A8 REACTOME_ZINC_TRANSPORTERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ZINC_TRANSPORTERS SLC30A1 SLC30A2 SLC30A3 SLC30A5 SLC30A8 SLC39A1 SLC39A10 SLC39A14 SLC39A2 SLC39A3 SLC39A4 SLC39A5 SLC39A6 SLC39A7 SLC39A8 REACTOME_ZYGOTIC_GENOME_ACTIVATION_ZGA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ZYGOTIC_GENOME_ACTIVATION_ZGA CREBBP DPPA2 DPPA4 DUX4 DUXA DUXB EP300 KDM4E LEUTX TEAD4 TP53 TPRX1 TPRX2 TUT4 TUT7 YAP1 ZSCAN4 REACTOME_Z_DECAY_DEGRADATION_OF_MATERNAL_MRNAS_BY_ZYGOTICALLY_EXPRESSED_FACTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_Z_DECAY_DEGRADATION_OF_MATERNAL_MRNAS_BY_ZYGOTICALLY_EXPRESSED_FACTORS DIS3L2 EIF4A1 EIF4A2 EIF4A3 EIF4B EIF4E EIF4G1 PABPC1 PABPN1 PAIP1 TUT4 TUT7 WP_10Q11_21Q11_23_COPY_NUMBER_VARIATION_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_10Q11_21Q11_23_COPY_NUMBER_VARIATION_SYNDROME ARHGAP22 ATF2 BAZ1B BCL2 BMAL1 BMP2 BMPR1A BMPR1B C10orf53 C10orf71 CDH1 CHAT CLOCK CUL5 DDX21 DEK DLD DLST DRGX EIF4ENIF1 ELK1 ELOA ERCC5 ERCC6 ERCC8 FAM170B FRMPD2 GDF5 HSF1 HSF4 ITCH JUND KDM4D LRRC18 MAPK8 MEN1 MIR4294 MYBBP1A MYO1C NEO1 NLRP3 NOG OGDHL PARG PCNA RGMB RIF1 SF3B1 SIRT1 SIRT6 SLC18A3 SMAD1 SMAD5 SMAD9 SMARCA5 SMARCB1 SMARCC2 TMEM273 UVSSA VSTM4 WDFY4 WP_10Q22Q23_COPY_NUMBER_VARIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_10Q22Q23_COPY_NUMBER_VARIATION ACTN2 ADAM10 ADIRF AFG3L2 BMP2 BMPR1A BUB1B CCSER2 CDHR1 CEBPA DNAJB13 DYDC1 DYDC2 ERBB4 FAM25A GHITM GLUD1 GPR15 GPR15LG GRID1 IQUB LDB3 LINC00858 LRIT1 LRIT2 MAD2L2 MAS1 MAT1A MIR346 MMRN2 NFKB1 NME5 NRG3 OPN4 PDS5A PDS5B PPARG PRXL2A RAD21 RGR ROPN1L RSPH1 RSPH14 RSPH3 RSPH4A RSPH6A RSPH9 SF3B4 SH2D4B SH3GL3 SHLD1 SHLD2 SHLD3 SIRT4 SMC1A SMC3 SNCG STAG1 SUSD2 TNFSF11 TSPAN14 VEGFA WAPL ZMYND11 WP_11P11_2_COPY_NUMBER_VARIATION_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_11P11_2_COPY_NUMBER_VARIATION_SYNDROME ACCS ALKBH3 ALX4 B3GNT7 B4GALT4 B4GAT1 BMAL1 C11orf96 CD151 CD19 CD4 CD53 CD63 CD82 CHST1 CHST6 CLOCK CRY2 EXT1 EXT2 FREY1 GLI3 HBEGF HLA-DMA HLA-DMB HLA-DRA IGSF8 ITGA3 ITGA4 ITGA6 ITGB1 ITGB2 IZUMO1 LARGE2 LEF1 LGALS3BP MAPK8IP1 MS4A1 NDST1 NRXN1 PEX16 PEX3 PHF21A PRDM11 REST SDCBP SHH SLC25A17 SLC35C1 SPPL2C SYT13 TIMP1 TP53 TP53I11 TSPAN18 VANGL1 WP_13Q12_12_COPY_NUMBER_VARIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_13Q12_12_COPY_NUMBER_VARIATION ADIPOQ ATXN1 C1QTNF9 C1QTNF9B CDC42 DAG1 DMD DTNA FLNC LINC00327 LINGO1 MAG MAPK8 MAPK9 MIPEP MIR2276 RAC1 RHOA RTN4 RTN4R SACS SGCA SGCB SGCD SGCG SNTA1 SNTB1 SPATA13 SSPN TNFRSF19 TRAF1 TRAF2 TRAF3 TRAF5 WP_15Q11Q13_COPY_NUMBER_VARIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_15Q11Q13_COPY_NUMBER_VARIATION ANKRD2 APBA2 APP CALM1 CANX CCL5 CDC42BPB CGN CHRNA7 CREBBP CXADR DNMBP EID3 ENTREP2 FAN1 FANCD2 FANCI GJA1 GJC2 GJD3 GOLGA8H GOLGA8J GOLGA8K GOLGA8O GOLGA8Q GOLGA8R GOLGA8T HDAC1 KAT2B KLF13 LYPD6 MIR211 MITF MTMR10 MYZAP NECAB3 NSMCE1 NSMCE2 NSMCE3 OCLN OTUD7A RELA RIC3 SERPINH1 SIN3A SLF1 SLF2 SMC5 SMC6 SPEF1 STX1A STX1B STXBP1 TJP1 TJP2 TJP3 TRPM1 TRPM3 UBN1 WP_15Q11_2_COPY_NUMBER_VARIATION_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_15Q11_2_COPY_NUMBER_VARIATION_SYNDROME CYFIP1 FMR1 NIPA1 NIPA2 TUBGCP2 TUBGCP3 TUBGCP4 TUBGCP5 TUBGCP6 WP_15Q13_3_COPY_NUMBER_VARIATION_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_15Q13_3_COPY_NUMBER_VARIATION_SYNDROME ARHGAP11B CCL5 CHRFAM7A CHRNA7 CREBBP FAN1 FANCD2 FYN GOLGA8H GOLGA8O GOLGA8Q GOLGA8R GPR75 GRM6 KAT2B KLF13 MTMR10 OTUD7A SERPINH1 TRPM1 ULK4P1 ULK4P2 WP_15Q25_COPY_NUMBER_VARIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_15Q25_COPY_NUMBER_VARIATION ADAMTSL3 AGAP2 ALPK3 AP3B2 AP3D1 AP3M2 AP3S1 BNC1 BTBD1 C15orf40 CPEB1 DNM3 EGF FSD2 GOLGA6L4 GRM1 GRM5 HOMER2 HTT ITPR1 MIR4515 NMB NMBR PDE8A RAF1 RAMAC RNMT RYR1 RYR2 SEC11A SH3GL3 SHANK1 SHANK3 SLC28A1 SLC2A1 SPCS1 SPCS2 SPCS3 SYNJ1 TENT4B TM6SF1 TOP1 WDR73 WHAMM ZNF592 ZSCAN2 WP_16P11_2_DISTAL_DELETION_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_16P11_2_DISTAL_DELETION_SYNDROME ATP2A1 ATP2A1-AS1 ATXN2L C3 CD19 CD81 CD82 CR2 GRB2 IFITM1 IL4 INSR JAK2 KDR LAT MIR4721 MPL NFATC2 NFATC2IP PLN PRMT1 RAB4A RAB5A RABEP2 RABGEF1 SDCCAG8 SH2B1 SLN SPNS1 TRAF1 TRAF2 TUFM VAV2 WP_16P11_2_PROXIMAL_DELETION_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_16P11_2_PROXIMAL_DELETION_SYNDROME ALDOA ASPHD1 BPTF C16orf54 C16orf92 CASP8 CCDC6 CCT2 CCT3 CCT4 CCT5 CCT6A CCT6B CCT7 CCT8 CDIPT CORO1A DOC2A ESR1 EZR GDPD3 HDAC3 HIRA HIRIP3 IGBP1 IGFBP3 INO80E KCTD13 KIF22 KMT2C KMT2D MAP2K3 MAP2K6 MAPK3 MAZ MIR3680-1 MIR3680-2 MSN MVP NFKB1 NR3C1 PAGR1 PARP4 PAXIP1 PCNA PPARG PPP2CA PPP2CB PPP2R1A PPP2R5D PPP4C PPP4R1 PPP4R2 PPP4R3A PPP4R3B PPP4R3C PPP4R4 PRRT2 PTEN QPRT REL SEZ6L2 SIAH1 SPN TAOK2 TBX6 TCP1 TLCD3B TMEM219 TP53 TRAF2 TRAF6 UNC13A UNC13B YPEL3 ZG16 WP_17P13_3_YWHAE_COPY_NUMBER_VARIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_17P13_3_YWHAE_COPY_NUMBER_VARIATION CDK5 DBH DCTN1 DCTN2 DCTN3 DCTN4 DCTN5 DCTN6 DDC DISC1 DYNC1H1 NDEL1 PAFAH1B1 PPP2CA TH YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ WP_17Q12_COPY_NUMBER_VARIATION_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_17Q12_COPY_NUMBER_VARIATION_SYNDROME AATF ACACA AP2B1 ARHGAP23 ARL5C ASIC2 C17orf50 C17orf78 C17orf98 CACNB1 CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL18 CCL2 CCL3 CCL3L1 CCL3L3 CCL4 CCL4L2 CCL5 CCL7 CCL8 CCT6B CDK12 CISD3 CWC25 DDX52 DHRS11 DUSP14 EPOP ERBB2 FBXL20 FBXO47 FNDC8 GAS2L2 GGNBP2 GPR179 GRB7 HEATR9 HNF1B IKZF3 LASP1 LHX1 LIG3 LYZL6 MED1 MIEN1 MLLT6 MMP28 MRM1 MRPL45 MYO19 NEUROD2 NLE1 PCGF2 PEX12 PGAP3 PIGW PIP4K2B PLXDC1 PNMT PPP1R1B RAD51D RASL10B RDM1 RFFL RPL23 SLC35G3 SLFN11 SLFN12 SLFN13 SLFN14 SLFN5 SOCS7 SRCIN1 STAC2 STARD3 SYNRG TADA2A TAF15 TBC1D3 TBC1D3B TBC1D3C TBC1D3E TBC1D3G TBC1D3H TBC1D3I TBC1D3K TBC1D3L TCAP TEC TMEM132E TMEM132E-DT UNC45B ZNF830 ZNHIT3 WP_1P36_COPY_NUMBER_VARIATION_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_1P36_COPY_NUMBER_VARIATION_SYNDROME ACAP3 AGRN ANKRD65 ARF6 ATAD3C AURKAIP1 B3GALT6 BTLA C1QTNF12 C1orf159 CALML6 CCNL2 CD160 CDK11A CFAP74 COMMD1 CPTP CUL3 DKK3 DLL1 DLST DVL1 ELAVL1 ESR1 FAAP20 GABRD GDE1 GNB1 GRIK2 HES4 HES5 HSPA8 IFIH1 IFIT1 INTS10 INTS11 INTS13 INTS14 INTS4 INTS9 ISG15 KLHL17 KRT17 LRP4 MCM2 MEPCE METTL14 MORN1 MRPL20 MRPL20-AS1 MUSK MXRA8 NADK NOC2L OR4F16 OR4F29 OR4F5 PANK4 PARD6B PERM1 PEX10 PEX12 PEX2 PEX5 PHKG2 PLCH2 PLEKHN1 PRKCZ PUSL1 RBX1 RER1 RNF223 SAMD11 SCNN1D SDF4 SKI SMAD2 SMAD3 SMAD4 SSU72 TAS1R3 TGFB1 TMEM52 TMEM88B TNFRSF14 TNFRSF18 TNFRSF4 TNFSF18 TNFSF4 TRAF2 TRAF5 TRIM25 UBE2J2 VEGFA VTN WP_1Q21_1_COPY_NUMBER_VARIATION_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_1Q21_1_COPY_NUMBER_VARIATION_SYNDROME ACP6 AFDN AMELX BCL9 CHD1L CTNNB1 F11R FMO5 GJA1 GJA3 GJA5 GJA8 KIRREL1 NBPF12 OCLN PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 PYGO1 PYGO2 TJP1 TJP2 TJP3 WP_22Q11_2_COPY_NUMBER_VARIATION_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_22Q11_2_COPY_NUMBER_VARIATION_SYNDROME ACTA2 ACTC1 AIFM3 ALDH1A2 ALDH4A1 ARVCF ASF1A BCL2 BMAL1 C22orf39 CBX5 CCDC188 CDC42 CDC45 CDH15 CHRD CLDN1 CLDN3 CLDN5 CLTCL1 COMT CRKL CUL3 CYP26A1 CYP26B1 CYP26C1 DEPDC5 DGCR11 DGCR2 DGCR5 DGCR6L DGCR8 DRD2 DROSHA EGFR EMC10 ESS2 FAM230E FGF10 FGF8 FGFR1 FGFR2 FOXA2 FOXC1 FOXC2 GBX2 GLUD1 GNB1L GP1BA GP1BB GP5 GP9 GSC2 H4C1 HAND2 HDAC3 HES1 HIRA HIRIP3 KLHL22 KPNB1 LINC00896 LINC01637 LRRC74B LZTR1 MAG MALT1 MED15 MRPL40 NCOR1 NKX2-5 NPRL2 NPRL3 OAT P2RX6 PAK4 PAX3 PI4KA PITX2 PLK1 POLR2A PPP1CB PRKN PRODH RAF1 RAN RANBP1 RANGAP1 RBX1 RCC1 RELN RORC RTL10 RTN4 RTN4R SCARF2 SEPTIN11 SEPTIN5 SEPTIN8 SERPIND1 SHH SHOC2 SLC25A1 SLC2A4 SLC7A4 SNAP29 SNORA77B SREBF1 SREBF2 SRF TANGO2 TBX1 THAP7 TMEM191A TNPO1 TP53 TRMT2A TSKS TSSK2 TUBA3FP TXNRD2 UFD1 USP41 VWF XPO1 ZDHHC8 ZNF74 WP_2Q11_2_COPY_NUMBER_VARIATION_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_2Q11_2_COPY_NUMBER_VARIATION_SYNDROME ADRA2B ANKRD23 ANKRD39 ARID5A ASTL CIAO1 CIAO2A CIAO2B CNNM3 CNNM4 COL2A1 COX11 DUSP2 ERBB2 FAM178B FER1L5 ITPRIPL1 KANSL3 LMAN2L MAPK1 MAPK3 MIR3127 MMS19 NCAPH NEURL3 PARL PLXNB2 RHOA SEMA4C SNRNP200 STARD7 TMEM127 ZP2 WP_2Q13_COPY_NUMBER_VARIATION_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_2Q13_COPY_NUMBER_VARIATION_SYNDROME ACOXL ANAPC1 ARF6 ARL14 BCL2L11 CHCHD5 CKAP2L CSF1 CSF2 CXCL13 FBLN7 GAS6 GATA3 GRB2 IL1A IL1B IL1F10 IL1R1 IL1RAP IL1RL2 IL1RN IL2 IL23A IL36A IL36B IL36G IL36RN IL37 IL6 LGALS3 MAPK1 MERTK MIR4435-2 MIR4435-2HG MIR4771-2 NT5DC4 PLCG2 POLR1A POLR1B POLR1C POLR1D POLR1E POLR1F POLR1G POLR1H POLR2E POLR2F POLR2H POLR2K POLR2L PSD4 PTK2 RAC1 RGPD8 SLC20A1 SOCS1 SOCS3 STAT1 TMEM87B TTL TULP1 ZC3H6 ZC3H8 WP_2Q21_1_COPY_NUMBER_VARIATION_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_2Q21_1_COPY_NUMBER_VARIATION_SYNDROME AMER3 APC ARHGEF4 CCDC42 CCDC74A CDC27 FAM168B GPR148 LINC01087 MIR4784 MZT2A PLEKHB2 POTEE RAC1 RHOA STAT3 STMN2 TUBA3D WP_2Q37_COPY_NUMBER_VARIATION_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_2Q37_COPY_NUMBER_VARIATION_SYNDROME ABCA1 ACKR3 AGAP1 AGAP1-IT1 AGXT ANKMY1 ANO7 AQP12A AQP12B ARF1 ARF5 ARL4C ASB1 ASB18 ASCL1 ATG4B BOK CALCA CALCRL CALM1 CAPN10 CENPA CFLAR COL6A3 COPS8 COPS9 CXCL11 CXCL12 CXCR4 CYTH1 CYTH2 CYTH3 CYTH4 D2HGDH DGKD DISC1 DNAJB3 DTYMK DUSP28 EEF1A1 EGFR ERFE ESPNL FARP2 GABARAP GABARAPL1 GABARAPL2 GAL3ST2 GBX2 GMEB1 GPC1 GPR35 GYS1 HAMP HDAC4 HDLBP HES1 HES6 HJURP IL13RA1 IL1B ILK ILKAP ING5 IQCA1 IRF8 ITGB3 ITPK1 JUN KIF1A KLHL30 LRRFIP1 MAB21L4 MAP1LC3A MAP1LC3B MAP1LC3C MAP4 MEF2A MEF2C MIR149 MIR2467 MIR3133 MIR4269 MIR4440 MIR4441 MIR4786 MLPH MROH2A MSL3P1 MTERF4 MYO5A MYOD1 MYOG NDUFA10 NEDD8 NEU4 NFKBIA OR6B2 OR6B3 OTOS PASK PDCD1 PDGFA PDX1 PER2 PPP1R7 PRL PRLH RAB17 RAB27A RAC1 RAMP1 RBM44 RNPEPL1 RPS6 RRAGA RRAGB RRAGC RRAGD RTP5 SCLY SEPTIN12 SEPTIN2 SEPTIN4 SEPTIN6 SH3BP4 SNED1 SPP2 STK25 THAP4 TNF TP53 TRAF3 TRAF3IP1 TRPM8 TWIST2 UBE2F UGT1A1 UGT1A10 UGT1A4 UGT1A6 UGT1A7 UGT1A8 UGT1A9 USP40 WP_3Q29_COPY_NUMBER_VARIATION_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_3Q29_COPY_NUMBER_VARIATION_SYNDROME ADAM10 AKT1 BRINP1 CASP7 CEP19 CEP350 CEP43 DLG1 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLL1 DYNLL2 DYNLRB1 DYNLRB2 DYNLT1 DYNLT2B DYNLT3 FBXO45 FBXW7 FNDC8 GRIA1 HAMP HFE HIF1A JUN MAD2L1BP MCRS1 MELTF MYC MYCBP2 NCBP1 NCBP2 NF2 NRROS PAK2 PCYT1A PIGM PIGX PIGZ PIK3R3 PXN RABL2B RNF168 RNF8 SDHAP1 SENP5 SIRT1 SLC40A1 SLC51A SLC51B SMCO1 STAT5A STAT5B TF TFRC TGFB1 TM4SF19 UBE2N UBXN7 WDR53 ZDHHC19 ZNF76 WP_4P16_3_COPY_NUMBER_VARIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_4P16_3_COPY_NUMBER_VARIATION BCS1L C4orf48 CBL CKAP5 CLTCL1 ERI1 FAM53A FGF2 FGFR3 FRS2 GAB1 GRB2 H3-3A LETM1 MAPK1 MAPK3 MIR943 NAT8L NELFA NELFB NELFCD NELFE NSD2 PIK3R1 PLCG1 POLN SCARNA22 SLBP SOS1 TACC3 TMEM129 UBE2J2 WP_4_HYDROXYTAMOXIFEN_DEXAMETHASONE_AND_RETINOIC_ACIDS_REGULATION_OF_P27_EXPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_4_HYDROXYTAMOXIFEN_DEXAMETHASONE_AND_RETINOIC_ACIDS_REGULATION_OF_P27_EXPRESSION AKT1 EIF4E EIF4EBP1 MAP2K1 MAP2K2 MAP2K3 MAP2K6 MAP3K11 MAP3K5 MAPK1 MAPK3 MKNK1 MKNK2 MTOR PBK PRKAA1 RAF1 TSC1 WP_5Q35_COPY_NUMBER_VARIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_5Q35_COPY_NUMBER_VARIATION ABHD5 ABL1 ABRAXAS1 ADAM10 ANKS4B ARFGAP2 ARL10 B4GALT7 BABAM1 BABAM2 BARD1 BRCA1 BRCC3 CAPN3 CDHR2 CDHR5 CLTB COX4I1 COX5A COX5B COX6A1 COX6B1 COX6C COX7A1 COX7B COX7C COX8A CXCR4 CYP7A1 DBN1 DDX41 DOK3 DRD2 EED EIF4E1B F12 FAF2 FAM193B FBXW7 FGF1 FGF19 FGFR4 FRS2 GAB1 GNAI1 GNAI2 GNAI3 GPRIN1 GRB2 GRIN1 GRIN2B GRK6 H2AX H3-3A HIC2 HIGD2A HIP1 HIP1R HK3 IGF1R INPP5D JUN KDM6B KIAA1191 LMAN2 MAGED1 MAPK10 MAPK8 MAPK9 MAX MIR1271 MIR4281 MT-CO1 MT-CO2 MT-CO3 MXD3 MYC MYO7B NELFB NOP16 NSD1 NTN1 PDLIM7 PFN3 PIK3R1 PLCG1 PNPLA2 PRELID1 PRR7 PTH PTPN2 PTPRN2 RAB24 RGS14 RNF44 SIMC1 SLC34A1 SNCA SNCB SOS1 SRC TMED10 TMED2 TMED9 TPM2 TRIAP1 TSPAN17 UIMC1 UNC5A USH1C ZNF346 WP_6Q16_COPY_NUMBER_VARIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_6Q16_COPY_NUMBER_VARIATION AGRP ARNT BDNF GHRL GHSR INS INSR LEP LEPR MC4R NPY NTRK2 POMC SIM1 WP_7Q11_23_COPY_NUMBER_VARIATION_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_7Q11_23_COPY_NUMBER_VARIATION_SYNDROME ABHD11 ACACA ACACB ATF4 ATP5F1A ATP5F1B ATP5F1D ATP5F1E ATP5MC1 ATP5MC2 ATP5MC3 ATP5PB ATP5PO ATPAF1 ATPAF2 BAZ1B BCL7B BECN1 BRD4 BTK BUD23 CDKN1C CFL1 CHTF18 CLASP1 CLASP2 CLDN1 CLDN3 CLDN4 CLDN5 CLIP2 CLTC CTNNB1 DDX21 DEK DLD DLST DNAJC30 EIF2A EIF2AK3 EIF4H ELN ELN-AS1 ERCC6 FAS FBLN2 FBLN5 FBN1 FKBP6 FZD9 GAPDH GRB2 GRIP1 GTF2I GTF2IRD1 H2AX HDAC2 HDAC3 HDAC6 HMGA1 HOXC8 HSPA2 LAT2 LIMK1 MAPK3 METTL27 MIR4284 MIR590 MLXIPL MT-ATP6 MT-ATP8 MVB12A MYBBP1A MYC MYO1C NRG1 NUP62 OGDH PCNA PKLR PRKG1 RB1 RFC2 RFC5 SF3B1 SMARCA5 SNAP25 SQSTM1 STX1A TBL2 TMEM270 TRIM50 TSG101 UBE2E1 UBE2E3 UBE2L6 UBIAD1 ULK1 USF1 VAMP2 VPS28 VPS37A VPS37B VPS37C VPS37D VPS9D1 WNT2 WP_7Q11_23_DISTAL_COPY_NUMBER_VARIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_7Q11_23_DISTAL_COPY_NUMBER_VARIATION DAPK2 EPB41L3 G3BP1 HSPB1 KIF1C LMNA MDH2 POR PTPMT1 RAF1 RHBDD2 SFN SNORA14A SRRM3 SSC4D STYXL1 TMEM120A TMEM120B YWHAG ZP1 ZP2 ZP3 WP_7_OXO_C_AND_7_BETA_HC_PATHWAYS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_7_OXO_C_AND_7_BETA_HC_PATHWAYS ACOT1 ACOT11 ACOT12 ACOT13 ACOT2 ACOT4 ACOT6 ACOT7 ACOT8 ACOT9 ACOX2 AMACR BAAT CYP27A1 CYP7A1 DBP DHCR7 EBP EPHX2 HSD11B1 HSD11B2 NPC1 NPC2 SCP2 SLC27A2 SLC27A5 THEM5 WP_8P23_1_COPY_NUMBER_VARIATION_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_8P23_1_COPY_NUMBER_VARIATION_SYNDROME AXIN1 BLK BMP1 C8orf74 CGAS CLDN23 CSTA CTNNB1 CTSB CTSD DEFB134 DEFB135 DEFB136 ERI1 FAM167A FAM167A-AS1 FCGR2A FCGR2B FDFT1 GATA4 HEPACAM2 HSPD1 MAPK1 MAPK3 MCRS1 MEPE MFHAS1 MSRA MTMR6 MTMR7 MTMR8 MTMR9 NEIL2 NKX6-1 NUMA1 PDX1 PINX1 PPP1R3B PRSS51 PRSS55 RAF1 RP1L1 S100A10 SGPL1 SLBP SLC2A4 SLC35G5 SOX7 TBX5 TERF1 TERT TLR2 TLR4 TNKS XKR6 WP_8Q11_23_RB1CC1_COPY_NUMBER_VARIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_8Q11_23_RB1CC1_COPY_NUMBER_VARIATION ATG101 ATG13 ATG16L1 GABARAP GABARAPL1 GABARAPL2 MAP3K5 PTK2 PTK2B RB1 RB1CC1 TNF TP53 TRAF2 ULK1 WDR45B WP_ABNORMAL_CALCIUM_HANDLING_AND_ITS_EFFECTS_ON_MUSCLE_CONTRACTION_IN_DMD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ABNORMAL_CALCIUM_HANDLING_AND_ITS_EFFECTS_ON_MUSCLE_CONTRACTION_IN_DMD ATP2A1 CACNG1 CAPN3 CASQ1 DAG1 DMD DTNA PLA2G4B RYR1 SGCA SNTB1 SSPN TNNC2 TRDN WP_ACETYLCHOLINE_SYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ACETYLCHOLINE_SYNTHESIS ACHE CHAT CHKA PCYT1A PDHA1 PDHA2 PEMT WP_ACE_INHIBITOR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ACE_INHIBITOR_PATHWAY ACE ACE2 AGT AGTR1 AGTR2 ATP6AP2 BDKRB1 BDKRB2 CMA1 CTSG CYP11B2 KNG1 MAS1 NOS3 NR3C2 REN TGFB1 WP_ACQUIRED_PARTIAL_LIPODYSTROPHY_BARRAQUER_SIMONS_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ACQUIRED_PARTIAL_LIPODYSTROPHY_BARRAQUER_SIMONS_SYNDROME C3 C5 CFB CFD FNTA ICMT LMNA LMNB1 LMNB2 RCE1 WP_ACTIVATION_OF_NLRP3_INFLAMMASOME_BY_SARS_COV_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ACTIVATION_OF_NLRP3_INFLAMMASOME_BY_SARS_COV_2 CASP1 IL1B NFKB1 NLRP3 PYCARD RELA TRAF3 WP_ACUTE_VIRAL_MYOCARDITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ACUTE_VIRAL_MYOCARDITIS ABL1 ABL2 ACTB AIF1 AKT1 BAX BCL2 BCL2L1 BID BNIP2 CAAP1 CASP1 CASP2 CASP3 CASP6 CASP7 CASP8 CASP9 CAV1 CCND1 CCR3 CCR5 CD4 CD40LG CD55 CD80 CHRAC1 CREB1 CXADR CXCR4 CYCS DAG1 DFFA DFFB DMD EDN1 EIF4G1 EIF4G2 ENDOG FYN GSK3B HLA-DMA IFNG IL10 IL12A IL12B IL2 IL6 ILK ITGAL ITGB2 JAK1 KRT8 LAMA2 MAPK1 MAPK3 MICA MMP9 MYH6 NFKB2 NOD2 NOS1 PABPC1 PARP1 PIK3R1 PTCRA PYCARD RAC2 RAC3 RASA1 SGCA SGCB SGCD SGCG SOCS1 SOS1 SRC STAT1 STAT3 TGFB1 TICAM1 TLR3 TLR4 TLR5 TNF WP_ADIPOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ADIPOGENESIS ADIPOQ AGPAT2 AGT AHR ASIP BMP1 BMP2 BMP3 BMP4 BORCS8-MEF2B BSCL2 CDKN1A CEBPA CEBPB CEBPD CELF1 CFD CISD1 CNTFR CREB1 CTNNB1 CYP26A1 CYP26B1 DDIT3 DLK1 DVL1 E2F1 E2F4 EBF1 EGR2 EPAS1 FAS FOXC2 FOXO1 FRZB FZD1 GADD45A GADD45B GATA2 GATA3 GATA4 GDF10 GH1 GTF3A HIF1A HMGA1 HNF1A ID3 IGF1 IL6 IL6ST INS IRS1 IRS2 IRS4 KLF15 KLF5 KLF6 KLF7 LEP LIF LIFR LIPE LMNA LPIN1 LPIN2 LPIN3 LPL MBNL1 MEF2A MEF2B MEF2C MEF2D MIF MIXL1 NAMPT NCOA1 NCOA2 NCOR1 NCOR2 NDN NR1H3 NR2F1 NR3C1 NRIP1 OSM PCK1 PCK2 PLIN1 PLIN2 PNPLA3 PPARA PPARD PPARG PPARGC1A PRLR PTGIS RARA RB1 RBL1 RBL2 RETN RORA RXRA RXRG SCD SERPINE1 SFRP4 SLC2A4 SMAD3 SOCS1 SOCS3 SP1 SPOCK1 SREBF1 STAT1 STAT2 STAT3 STAT5A STAT5B STAT6 TGFB1 TNF TRIB3 TWIST1 UCP1 WNT1 WNT10B WNT5B WWTR1 ZMPSTE24 WP_AEROBIC_GLYCOLYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_AEROBIC_GLYCOLYSIS ALDOA ENO1 GAPDH GPI HK1 LDHA PFKM PGAM2 PGK1 PKM SLC2A1 TPI1 WP_AFLATOXIN_B1_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_AFLATOXIN_B1_METABOLISM AKR7A2 AKR7A3 CYP1A2 CYP2A13 CYP3A4 EPHX1 GSTM1 WP_AGE_RAGE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_AGE_RAGE_PATHWAY AGER AKT1 ALPL ATF2 CASP3 CASP8 CASP9 CDC42 CHUK CYCS DDOST DIAPH1 EGFR EZR FOXO1 FOXO4 HIF1A IKBKB INHBB INS INSR IRAK4 IRS1 JAK2 JUN LGALS3 MAP2K1 MAPK1 MAPK14 MAPK3 MAPK8 MAPK9 MMP13 MMP14 MMP2 MMP7 MMP9 MSN MSR1 MYD88 NCF1 NFKB1 NFKBIA NOS2 NOS3 PLA2G4A PRKCA PRKCB PRKCD PRKCZ RAC1 RAF1 RELA RHOA ROCK1 SHC1 SMAD2 SMAD3 SOD1 SP1 SRC STAT1 STAT3 STAT5A STAT5B TIRAP WP_AIRWAY_SMOOTH_MUSCLE_CELL_CONTRACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_AIRWAY_SMOOTH_MUSCLE_CELL_CONTRACTION ADRB2 CALM1 CD38 GDI1 GNAQ IL13 ITPR3 MYL1 MYLK PLCB1 PPP1CB PPP1R14A RHOA ROCK1 ROCK2 RYR1 WP_ALANINE_AND_ASPARTATE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ALANINE_AND_ASPARTATE_METABOLISM ABAT AGXT ASL ASPA ASS1 DARS1 GAD1 GAD2 GOT1 GOT2 GPT PC WP_ALLOGRAFT_REJECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ALLOGRAFT_REJECTION ABCB1 AGTR1 BHMT2 C1QA C1QB C1QC C2 C3 C4A C4B C5 C6 C7 C8A C8B C9 CASP3 CASP7 CASP8 CASP9 CCL19 CCL21 CD28 CD40 CD40LG CD55 CD80 CD86 COL5A1 CSNK2A2 CTLA4 CXCL11 CXCL12 CXCL13 CXCL8 CXCL9 CXCR5 FAS FASLG FOXP3 GABPA GDNF GNLY GZMB HARS1 HLA-A HLA-B HLA-C HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB5 HLA-E HLA-F HLA-G IFNG IL10 IL12A IL12B IL13 IL17A IL1A IL1B IL2 IL21 IL22 IL2RA IL4 IL5 LRRK2 MICA PDGFRA PECR PRF1 PRKCZ STAT1 TGFB1 TNF TUBA1B VEGFA VIM WP_ALPHA_6_BETA_4_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ALPHA_6_BETA_4_SIGNALING_PATHWAY AKT1 EIF4EBP1 GAB1 GRB2 HRAS IRS1 IRS2 ITGA6 ITGB4 LAMA1 LAMA2 LAMA3 LAMA5 LAMB1 LAMB2 LAMB3 LAMC1 LAMC2 MAPK1 MAPK14 MAPK3 MTOR PIK3R1 PIK3R2 PRKCA PRKCD PTK2 PTPN11 RAC1 RHOA SHC1 SOS1 SRC WP_ALSTROM_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ALSTROM_SYNDROME ACTN4 ALMS1 ARMCX5-GPRASP2 BLOC1S1 BLOC1S4 BLOC1S6 CEP19 CEP192 DNM3 DTNBP1 E2F4 GPR161 GPRASP2 IFT172 IFT25 IFT27 IFT74 IFT81 MYO5B NSFL1C PIFO PTCH1 RABL2A RFX1 RFX2 RFX3 RILPL1 SMO SNAPIN STX5 TFDP2 TUBG1 VCP VCPIP1 WP_ALTERED_GLYCOSYLATION_OF_MUC1_IN_TUMOR_MICROENVIRONMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ALTERED_GLYCOSYLATION_OF_MUC1_IN_TUMOR_MICROENVIRONMENT CHUK IKBKB IKBKG IL6 MUC1 NFKB1 NFKBIA RELA TNF WP_ALTERNATIVE_PATHWAY_OF_FETAL_ANDROGEN_SYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ALTERNATIVE_PATHWAY_OF_FETAL_ANDROGEN_SYNTHESIS AKR1C2 AKR1C4 CYB5A CYP11A1 CYP17A1 HSD17B3 HSD17B6 HSD3B2 POR SRD5A2 STAR WP_ALZHEIMER_39_S_DISEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ALZHEIMER_39_S_DISEASE ADAM10 ADAM17 ADRM1 AGER AKT1 AKT2 AKT3 AMBRA1 APAF1 APBB1 APC APC2 APH1A APH1B APOE APP ARAF ATF4 ATF6 ATG101 ATG13 ATG14 ATG2A ATG2B ATP2A1 ATP2A2 ATP2A3 AXIN1 AXIN2 BACE1 BAD BECN1 BECN2 BID BRAF CACNA1C CACNA1D CACNA1F CACNA1S CALM1 CALM2 CALM3 CALML3 CALML4 CALML5 CALML6 CAPN1 CAPN2 CASP3 CASP7 CASP8 CASP9 CDK5 CDK5R1 CHRNA7 CHUK CSF1 CSNK1A1 CSNK1A1L CSNK1E CSNK2A1 CSNK2A2 CSNK2A3 CSNK2B CTNNB1 CYBB CYCS DDIT3 DKK1 DKK2 DKK4 DVL1 DVL2 DVL3 EIF2AK2 EIF2AK3 EIF2S1 ERN1 FADD FAS FRAT1 FRAT2 FZD1 FZD10 FZD2 FZD3 FZD5 FZD6 FZD7 FZD8 FZD9 GAPDH GNAQ GPR83 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GSK3B HRAS HSD17B10 IDE IKBKB IL1A IL1B IL6 INS INSR IRS1 IRS2 IRS4 ITPR1 ITPR2 ITPR3 KIF5A KIF5B KIF5C KLC1 KLC2 KLC3 KLC4 KRAS LPL LRP1 LRP5 LRP6 MAP2K1 MAP2K2 MAP2K7 MAP3K5 MAPK1 MAPK10 MAPK3 MAPK8 MAPK9 MAPT MCU MME MTOR NAE1 NCSTN NFKB1 NOS1 NOS2 NOX1 NOX4 NRAS NRBF2 PIK3C3 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PIK3R4 PLCB1 PLCB2 PLCB3 PLCB4 PPID PPIF PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PSEN1 PSEN2 PSENEN PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD6 PSMD7 PSMD8 PSMD9 PTGS2 RAF1 RB1CC1 RELA RTN3 RTN4 RYR3 SEM1 SFRP4 SLC25A31 SLC25A4 SLC25A5 SLC25A6 SNCA TNF TNFRSF1A TRAF2 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA8 TUBAL3 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 ULK1 ULK2 VDAC1 VDAC2 VDAC3 WIPI1 WIPI2 WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B XBP1 WP_ALZHEIMER_39_S_DISEASE_AND_MIRNA_EFFECTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ALZHEIMER_39_S_DISEASE_AND_MIRNA_EFFECTS ADAM10 ADAM17 ADRM1 AGER AKT1 AKT2 AKT3 AMBRA1 APAF1 APBB1 APC APC2 APH1A APH1B APOE APP ARAF ATF4 ATF6 ATG101 ATG13 ATG14 ATG2A ATG2B ATP2A1 ATP2A2 ATP2A3 AXIN1 AXIN2 BACE1 BAD BECN1 BECN2 BID BRAF CACNA1C CACNA1D CACNA1F CACNA1S CALM1 CALM2 CALM3 CALML3 CALML4 CALML5 CALML6 CAPN1 CAPN2 CASP3 CASP7 CASP8 CASP9 CDK5 CDK5R1 CHRNA7 CHUK CSF1 CSNK1A1 CSNK1A1L CSNK1E CSNK2A1 CSNK2A2 CSNK2A3 CSNK2B CTNNB1 CYBB CYCS DDIT3 DKK1 DKK2 DKK4 DVL1 DVL2 DVL3 EIF2AK2 EIF2AK3 EIF2S1 ERN1 FADD FAS FRAT1 FRAT2 FZD1 FZD10 FZD2 FZD3 FZD5 FZD6 FZD7 FZD8 FZD9 GAPDH GNAQ GPR83 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GSK3B HRAS HSD17B10 IDE IKBKB IL1A IL1B IL6 INS INSR IRS1 IRS2 IRS4 ITPR1 ITPR2 ITPR3 KIF5A KIF5B KIF5C KLC1 KLC2 KLC3 KLC4 KRAS LPL LRP1 LRP5 LRP6 MAP2K1 MAP2K2 MAP2K7 MAP3K5 MAPK1 MAPK10 MAPK3 MAPK8 MAPK9 MAPT MCU MIR101-1 MIR132 MIR29A MIR29B1 MIR29C MME MTOR NAE1 NCSTN NFKB1 NOS1 NOS2 NOX1 NOX4 NRAS NRBF2 PIK3C3 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PIK3R4 PLCB1 PLCB2 PLCB3 PLCB4 PPID PPIF PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PSEN1 PSEN2 PSENEN PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD6 PSMD7 PSMD8 PSMD9 PTGS2 RAF1 RB1CC1 RELA RTN3 RTN4 RYR3 SEM1 SFRP4 SLC25A31 SLC25A4 SLC25A5 SLC25A6 SNCA TNF TNFRSF1A TRAF2 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA8 TUBAL3 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 ULK1 ULK2 VDAC1 VDAC2 VDAC3 WIPI1 WIPI2 WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B XBP1 WP_AMINO_ACID_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_AMINO_ACID_METABOLISM ACAA1 ACADM ACLY ACO2 ACSS1 ADH1C ADH4 ADH5 ADH7 ALDH18A1 ALDH1A1 ALDH7A1 AOC3 ARG1 ARG2 ASNS ASS1 AUH BCAT1 BHMT CAD CBS CPS1 CS CTH DBH DDC DLD DLST EHHADH EPRS1 FAH FARSB FH FTCD G6PC2 GCLM GLS GLUD1 GLUL GOT1 GOT2 GPT2 GSR GSS HADH HAL HDC HIBADH HIBCH HMGCL HMGCS2 HNMT IARS1 IDH1 LARS2 LDHA MAOA MARS2 MCCC1 MDH1 MDH2 MMUT MPST OAT ODC1 OGDH OTC P4HA2 PC PCK1 PDHA1 PDHX PDK4 PKM PNMT PPM1L PYCR1 RARS1 SDHA SDS SMS SRM SUCLG1 TAT TDO2 TH TPH1 TPO VARS1 WARS1 WP_AMINO_ACID_METABOLISM_IN_TRIPLE_NEGATIVE_BREAST_CANCER_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_AMINO_ACID_METABOLISM_IN_TRIPLE_NEGATIVE_BREAST_CANCER_CELLS GLS PHGDH PSAT1 PSPH SLC1A5 SLC2A1 SLC7A11 WP_AMINO_ACID_METABOLISM_PATHWAY_EXCERPT_HISTIDINE_CATABOLISM_EXTENSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_AMINO_ACID_METABOLISM_PATHWAY_EXCERPT_HISTIDINE_CATABOLISM_EXTENSION AMDHD1 FTCD GLUD1 GPT2 HAL UROC1 WP_AMINO_ACID_TRANSPORT_DEFECTS_IEMS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_AMINO_ACID_TRANSPORT_DEFECTS_IEMS CLTRN SLC1A1 SLC36A2 SLC3A1 SLC3A2 SLC6A19 SLC6A20 SLC7A7 SLC7A9 WP_AMPLIFICATION_AND_EXPANSION_OF_ONCOGENIC_PATHWAYS_AS_METASTATIC_TRAITS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_AMPLIFICATION_AND_EXPANSION_OF_ONCOGENIC_PATHWAYS_AS_METASTATIC_TRAITS CXCR4 CYTIP EPAS1 JAG1 LEF1 NOTCH1 PIK3CG POSTN SRC TCF7 TCF7L1 TCF7L2 TNC VCAM1 VEGFA VHL WNT2 WP_AMP_ACTIVATED_PROTEIN_KINASE_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_AMP_ACTIVATED_PROTEIN_KINASE_SIGNALING ACACA ACACB ADIPOQ ADIPOR1 ADIPOR2 ADRA1A ADRA1B AKT1 AKT2 CAB39 CAMKK1 CAMKK2 CCNA1 CCNA2 CCNB1 CDKN1A CPT1A CPT1B CPT1C CRTC2 EEF2 EEF2K EIF4EBP1 ELAVL1 FASN GYS1 GYS2 HMGCR HNF4A INS-IGF2 INSR LEP LEPR LIPE MTOR PFKFB3 PIK3C3 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PLCB1 PPARGC1B PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKACB PRKACG PRKAG1 PRKAG2 PRKAG3 RPS6KB1 RPS6KB2 RPTOR SLC2A4 SLC2A4RG SREBF1 STK11 STRADA STRADB TP53 TSC1 TSC2 WP_AMYOTROPHIC_LATERAL_SCLEROSIS_ALS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_AMYOTROPHIC_LATERAL_SCLEROSIS_ALS ALS2 APAF1 BAD BAX BCL2 BCL2L1 BID CASP1 CASP3 CASP9 CAT CCS CST3 DAXX DERL1 GPX1 GRIA1 MAP2K2 MAP2K6 MAP3K5 MAPK14 NEFH NEFL NEFM NOS1 PPP3CA PPP3CB PPP3CC PRPH RAB5A RAC1 SLC1A2 SMIM40 SOD1 TNF TNFRSF1A TOMM40 TP53 WP_ANDROGEN_RECEPTOR_NETWORK_IN_PROSTATE_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ANDROGEN_RECEPTOR_NETWORK_IN_PROSTATE_CANCER ABCC4 ACTL6A ACTL6B AKT1 AR ARID1A ARID1B ATF1 ATM ATR BAD BARD1 BAX BCL2 BLM BRCA1 CASP3 CASP8 CASP9 CCND1 CDC25A CDC25B CDK1 CDK2 CDK4 CHEK1 CHEK2 CPN1 CRK CRKL CYP17A1 DOCK1 E2F1 EIF4E1B EIF4EBP1 ELK1 ERG ETV4 F13B FKBP5 FOS FOXA1 GAB1 GRB2 HGF HRAS HSD17B1 HSD17B2 HSD17B3 HSD17B4 HSD17B7 HSD3B1 HSD3B2 JAK1 JUN KLK2 KLK3 MAP2K1 MAP2K2 MAP4K1 MAPK1 MAPK14 MAPK3 MAPK8 MDM2 MMP1 MRE11 MSH2 MSH6 MTOR MYC NDRG1 NOXA1 PAK1 PIK3CA PLK1 PRKDC PTEN PTK2B PTPN11 PXN RAD50 RAF1 RAP1A RAP1B RAPGEF1 RASA1 RB1 RHEB RICTOR RPTOR SMAD2 SMAD3 SMARCA4 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SOS1 SP1 SPINK1 SPRY1 SPRY2 STAT1 STAT3 TP53 TSC1 TSC2 WP_ANDROGEN_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ANDROGEN_RECEPTOR_SIGNALING_PATHWAY AKT1 AR BAG1 BRCA1 BUB1B-PAK6 CALR CARM1 CAV1 CCND1 CCNE1 CDC42 CREB1 CREBBP CTNNB1 DAXX DSTN EFCAB6 EGFR EP300 ETV5 FHL2 FKBP4 FLNA FOXO1 GSK3B HDAC1 JUN KAT2B KAT5 KAT7 KDM1A LIMK2 MDM2 NCOA1 NCOA2 NCOA3 NCOA4 NCOR1 NCOR2 NR0B2 NR2C2 PAK6 PARK7 PATZ1 PIAS1 PIAS2 PIAS3 PIAS4 PIK3R1 PIK3R2 PRDX1 PSMC3IP PTEN PTK2 RAC1 RACK1 RAD9A RAN RB1 RELA RHOA RHOB RLN1 RNF14 RNF4 RNF6 ROCK1 ROCK2 RUNX2 SIN3A SIRT1 SMAD3 SMAD4 SMARCE1 SMIM40 SP1 SRC STAT3 STUB1 SUMO1 TGFB1I1 TGIF1 TLE5 UBE2I UBE3A ZMIZ1 ZNF318 WP_ANGIOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ANGIOGENESIS AKT1 ANGPT1 ARNT CREBBP FGF2 FGFR2 FLT1 HIF1A KDR MAPK1 MAPK14 MMP9 NOS3 PDGFB PDGFRA PIK3CA PLCG1 PTK2 SMAD1 SRC TEK TIMP2 TIMP3 VEGFA WP_ANGIOPOIETIN_LIKE_PROTEIN_8_REGULATORY_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ANGIOPOIETIN_LIKE_PROTEIN_8_REGULATORY_PATHWAY ABCG5 ABCG8 AKT1 AKT2 ANGPTL8 CAP1 CBL CBLB CBLC CRK CYP2B6 CYP3A4 CYP7A1 DIO2 EIF4E EIF4EBP1 EXOC7 FASN FBP1 FLOT1 FLOT2 FOXO1 FOXO3 G6PC1 GSK3A GSK3B GYS1 HRAS INS INSR IRS1 IRS2 IRS4 LPL MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K5 MAP2K6 MAP2K7 MAP3K1 MAP3K10 MAP3K11 MAP3K12 MAP3K13 MAP3K14 MAP3K2 MAP3K3 MAP3K4 MAP3K5 MAP3K6 MAP3K7 MAP3K8 MAP3K9 MAP4K1 MAP4K2 MAP4K3 MAP4K4 MAP4K5 MAPK1 MAPK10 MAPK11 MAPK12 MAPK13 MAPK14 MAPK3 MAPK4 MAPK6 MAPK7 MAPK8 MAPK9 MAPKAP1 MINK1 MLST8 MLXIPL MTOR NR1H3 PCK1 PDPK1 PIK3C2A PIK3C2G PIK3C3 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R4 PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 PTPN1 RAF1 RAPGEF1 RHEB RHOQ RICTOR RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA4 RPS6KA5 RPS6KA6 RPS6KB1 RPS6KB2 RPTOR RXRA SCD SESN3 SHC1 SHC2 SHC3 SLC16A2 SLC2A1 SLC2A4 SLCO1C1 SOS1 SOS2 SREBF1 SREBF2 THRA THRB TRIP10 TSC1 TSC2 WP_ANGIOTENSIN_II_RECEPTOR_TYPE_1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ANGIOTENSIN_II_RECEPTOR_TYPE_1_PATHWAY ACE2 ACTA2 AGT AGTR1 CCN2 COL1A1 COL1A2 F12 HIF1A IL11 IL11RA IL6ST JUND MAP2K6 MAPK1 MAS1 NOX4 PDGFD PTPN11 RACK1 RAF1 RRAS SMAD3 SMAD4 SP1 TGFB1 TGFBR1 TGFBR2 WP_ANTIVIRAL_AND_ANTI_INFLAMMATORY_EFFECTS_OF_NRF2_ON_SARS_COV_2_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ANTIVIRAL_AND_ANTI_INFLAMMATORY_EFFECTS_OF_NRF2_ON_SARS_COV_2_PATHWAY ACE2 CCL2 CHUK CXCL8 GCLC GCLM GSTA2 GUCY1A1 GUCY1A2 GUCY1B1 GUCY1B2 HMOX1 IKBKB IKBKG IL12A IL1B IL6 IRF3 KEAP1 MMP1 MMP3 NFE2L2 NFKB1 NFKBIA NOX1 NQO1 PRKG2 RELA RXRA SLC7A11 TMPRSS2 TNF WP_APOE_AND_MIR_146_IN_INFLAMMATION_AND_ATHEROSCLEROSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_APOE_AND_MIR_146_IN_INFLAMMATION_AND_ATHEROSCLEROSIS APOE IRAK1 MIR146A NFKB2 RELA SPI1 TLR2 TLR4 TRAF6 WP_APOPTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_APOPTOSIS ADAMTSL4-AS1 AKT1 APAF1 BAD BAK1 BAX BBC3 BCL2 BCL2L1 BCL2L11 BCL2L2 BID BIRC2 BIRC3 BIRC5 BNIP3L BOK CASP1 CASP10 CASP2 CASP3 CASP4 CASP6 CASP7 CASP8 CASP9 CDKN2A CFLAR CHUK CRADD CYCS DFFA DFFB DIABLO FADD FAS FASLG GZMB HELLS HRK IGF1 IGF1R IGF2 IKBKB IKBKG IRF1 IRF2 IRF3 IRF4 IRF5 IRF6 IRF7 JUN LTA MAP2K4 MAP3K1 MAPK10 MCL1 MDM2 MIR29A MIR29B1 MIR29B2 MYC NFKB1 NFKBIA NFKBIB NFKBIE PIK3R1 PMAIP1 PRF1 RELA RIPK1 SCAF11 TNF TNFRSF10B TNFRSF1A TNFRSF1B TNFRSF21 TNFRSF25 TNFSF10 TP53 TP63 TP73 TRADD TRAF1 TRAF2 TRAF3 XIAP WP_APOPTOSIS_MODULATION_AND_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_APOPTOSIS_MODULATION_AND_SIGNALING ADAMTSL4-AS1 AIFM1 AIFM2 APAF1 BAD BAG3 BAK1 BAX BBC3 BCL2 BCL2A1 BCL2L1 BCL2L10 BCL2L11 BCL2L2 BID BIK BIRC2 BIRC3 BIRC5 BIRC7 BLK BMF BNIP3 BOK CAPNS1 CASP1 CASP10 CASP2 CASP3 CASP4 CASP6 CASP7 CASP8 CASP9 CDKN2A CFLAR CRADD CYCS DAXX DFFA DFFB DIABLO ENDOG FADD FAS FASLG FOS HRK HSPA1A HTRA2 IKBKB IL1R1 IL1R2 IRAK1 JUN MADD MAP3K14 MAP3K5 MAPK3 MAPK8 MCL1 MIR29B1 MIR29B2 MYD88 NAIP NFKB1 NFKBIA PEA15 PIDD1 PMAIP1 PRKD1 PTPN13 PTRH2 RIPK1 SEPTIN4 SMIM40 TNFRSF10A TNFRSF10B TNFRSF10C TNFRSF10D TNFRSF1A TNFRSF1B TNFRSF25 TNFRSF6B TNFSF10 TOLLIP TP53 TRADD TRAF3 TRAF6 XIAP WP_APOPTOSIS_MODULATION_BY_HSP70 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_APOPTOSIS_MODULATION_BY_HSP70 AIFM1 APAF1 BID CASP2 CASP3 CASP6 CASP7 CASP8 CASP9 CYCS FADD FAS FASLG HSPA1A MAP3K1 MAPK10 NFKB1 RIPK1 TNFRSF1A WP_APOPTOSIS_RELATED_NETWORK_DUE_TO_ALTERED_NOTCH3_IN_OVARIAN_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_APOPTOSIS_RELATED_NETWORK_DUE_TO_ALTERED_NOTCH3_IN_OVARIAN_CANCER ABL1 AKT1 ANXA5 APOE APP AXIN1 BCL3 BEX3 BIRC5 CARD14 CASP7 CDKN1A CDKN1B CTNNA1 CUL1 CUL5 ERBB3 ERN1 ETS1 F2R GCLC HDAC1 HELLS HSPA5 HSPB1 HSPD1 IER3 IL7R JUND MAPK1 NET1 NFKB1 NQO1 NRG1 PAK2 PKN1 PTK2 PTK2B RIPK2 RNF7 RPS6KB1 SERBP1 SMAD7 SOCS3 SQSTM1 THBS1 TNF TNFRSF10B TNFRSF21 TRAF1 VAV3 VIM YBX3 WP_ARACHIDONATE_EPOXYGENASE_EPOXIDE_HYDROLASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ARACHIDONATE_EPOXYGENASE_EPOXIDE_HYDROLASE COX5A COX8A CYP2C8 CYP2C9 CYP2J2 EPHX2 GSTP1 WP_ARRHYTHMOGENIC_RIGHT_VENTRICULAR_CARDIOMYOPATHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ARRHYTHMOGENIC_RIGHT_VENTRICULAR_CARDIOMYOPATHY ACTB ACTG1 ACTN1 ACTN2 ACTN3 ACTN4 ATP2A2 CACNA1C CACNA1D CACNA1F CACNA1S CACNA2D1 CACNA2D2 CACNA2D3 CACNA2D4 CACNB1 CACNB2 CACNB3 CACNB4 CACNG1 CACNG2 CACNG3 CACNG4 CACNG5 CACNG6 CACNG7 CACNG8 CDH2 CTNNA1 CTNNA2 CTNNA3 CTNNB1 DAG1 DES DMD DSC2 DSG2 DSP EMD GJA1 ITGA1 ITGA10 ITGA11 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA6 ITGA7 ITGA8 ITGA9 ITGAV ITGB1 ITGB3 ITGB4 ITGB5 ITGB6 ITGB7 ITGB8 JUP LAMA2 LEF1 LMNA PKP2 RYR2 SGCA SGCB SGCD SGCG SLC8A1 TCF7 TCF7L1 TCF7L2 WP_ARSENIC_METABOLISM_AND_REACTIVE_OXYGEN_SPECIES_GENERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ARSENIC_METABOLISM_AND_REACTIVE_OXYGEN_SPECIES_GENERATION AS3MT ATP1A1 CAT COA3 GSTO1 MT-ND1 SDHA SOD1 SOD2 UQCRFS1 VDAC1 WP_ARYLAMINE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ARYLAMINE_METABOLISM CYP1A2 NAT2 SULT1A1 SULT1A2 UGT1A4 UGT1A9 WP_ARYL_HYDROCARBON_RECEPTOR_PATHWAY_WP2586 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ARYL_HYDROCARBON_RECEPTOR_PATHWAY_WP2586 AHR AHRR AIP ARNT CCL1 CD36 CDC37 CDK2 CDKN1A CDKN1B CYP1A1 CYP1A2 CYP1B1 E2F1 EGFR EP300 ESR1 FGF21 GCLC HPGDS HRAS HSP90AA1 KLF6 KRAS LPL MAP2K1 MAPK1 MYC NCOA7 NCOR2 NF1 NFE2L2 NFKB1 NQO1 NRAS NRIP1 PLAGL1 PSRC1 PTGS2 RAF1 RB1 RELA RET SRC TNF VEGFA WP_ARYL_HYDROCARBON_RECEPTOR_PATHWAY_WP2873 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ARYL_HYDROCARBON_RECEPTOR_PATHWAY_WP2873 AHR AHRR AIP ALDH3A1 ARNT BAX CAP2 CDC37 CDKN1B CES3 CYP1A1 CYP1A2 CYP1B1 EGFR EP300 GSTA2 HES1 HSP90AA1 IFNG IGFBP1 IL12A IL12B IL17B IL1B IL2 JUN JUNB JUND MGST1 MYOF NCOA1 NFE2L2 NQO1 POLK PTGES3 SERPINB2 SLC7A5 SRC TGFB1 TNF UGT1A1 UGT1A4 UGT1A6 UGT1A7 UGT1A9 WP_ATM_SIGNALING_IN_DEVELOPMENT_AND_DISEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ATM_SIGNALING_IN_DEVELOPMENT_AND_DISEASE ATF2 ATM ATMIN ATR AURKB BUB1 CDK1 CDK5 CDK5R1 CEP63 CHEK1 CHEK2 DCLRE1C G6PD H2AX HDAC4 HMGN1 HSPB1 IKBKG KAT5 LBR MAP3K5 MDC1 MRE11 MTOR NBN NFKB1 PPM1D PPP5C PRKAA1 PRKDC PTPA RAD50 RASGRF1 RBBP8 RIF1 RNF168 RNF20 RNF40 RNF8 SMC1A STK11 TP53BP1 TRIM28 TSC2 WP_ATM_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ATM_SIGNALING_PATHWAY ABL1 AP3B2 ATF2 ATM BID BRCA1 CASP2 CCNB1 CCNE1 CDC25A CDC25C CDK1 CDK2 CDKN1A CHEK1 CHEK2 CRADD CREB1 FANCD2 GADD45A H2AX IKBKG JUN MAPK9 MDC1 MDM2 MDM4 MRE11 NBN NFKBIA PIDD1 RAD50 RAD51 RAD9A RIPK1 SMC1A TLK1 TP53 TP53BP1 TP73 WP_ATR_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ATR_SIGNALING ATR ATRIP CHEK1 HUS1 RAD1 RAD9A RAD9B RPA1 TOPBP1 WP_AUTOPHAGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_AUTOPHAGY AKT1S1 AMBRA1 ATG101 ATG12 ATG13 ATG14 ATG16L1 ATG3 ATG5 ATG7 ATG9A BECN1 DEPTOR MAP1LC3B MLST8 MTOR PIK3C3 PIK3R4 PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 RB1CC1 RPTOR ULK1 UVRAG WIPI2 WP_AUTOPHAGY_IN_PANCREATIC_DUCTAL_ADENOCARCINOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_AUTOPHAGY_IN_PANCREATIC_DUCTAL_ADENOCARCINOMA AGER ATG7 BECN1 HMGB1 IPO8 KRAS MAP1LC3B MDM2 MITF NFE2L2 NFKB1 PINK1 PRKN SHOC2 SQSTM1 STAT3 TFE3 TFEB TP53 VMP1 WP_AUTOSOMAL_RECESSIVE_OSTEOPETROSIS_PATHWAYS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_AUTOSOMAL_RECESSIVE_OSTEOPETROSIS_PATHWAYS CLCN7 IKBKB NFKB1 OSTM1 PLEKHM1 RAB7A SNX10 TCIRG1 TNFRSF11A TNFSF11 TRAF6 WP_A_NETWORK_MAP_OF_MACROPHAGE_STIMULATING_PROTEIN_MSP_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_A_NETWORK_MAP_OF_MACROPHAGE_STIMULATING_PROTEIN_MSP_SIGNALING ABL1 ACACA ACTA2 AKT1 CDH1 CDH2 CLDN1 COL4A1 CRKL CTNNB1 CXCL1 CXCL5 CXCL8 DUSP4 ELK1 FGFR1 FLT1 FN1 FZD1 GAB1 GRB2 GSK3B HK2 HSPB1 IFNB1 IGF1R IL10 IL1B ITGB1 JUN KDR LDHA MAP2K1 MAP2K2 MAPK1 MAPK14 MAPK3 MAPK8 MAPK9 MMP9 MST1 MST1R MTOR NDRG1 NFKB1 PARP1 PCNA PDCD4 PDGFRA PDGFRB PDPK1 PIK3R1 PLCG1 PRKAA2 PRKCB PTEN PTK2 RAF1 RELA RPS6 RPS6KA1 RPS6KA3 RPS6KA4 RPS6KA5 RPS6KB1 SHC1 SIX1 SLC2A1 SMAD1 SMAD2 SMAD3 SMAD5 SMAD6 SMAD9 SRC TGFB1 TNF TP53 VEGFA VIM WNT10B ZEB2 WP_BARDET_BIEDL_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_BARDET_BIEDL_SYNDROME ARL13B ARL3 ARL6 BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BMAL1 CEP104 CEP164 CEP290 CEP41 CFAP410 CFAP418 CILK1 CLUAP1 CNGA1 CNGB1 CRX DCDC2 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLT2B EFHC1 EFHC2 EVC EVC2 FLCN FUZ GLI2 GLI3 GPR161 IFT122 IFT140 IFT172 IFT27 IFT43 IFT52 IFT57 IFT74 IFT80 IFT81 INPP5E INVS IQCB1 KIF7 LCA5 LZTFL1 MAK MKKS MKS1 NEK1 NEK8 NPHP3 OCRL PCARE PDE6D PKD1 PKD1L1 PKD2 PKHD1 PTCH1 RAB23 RP2 SCAPER SCLT1 SDCCAG8 SMO SUFU TMEM107 TMEM216 TMEM67 TRAF3IP1 TRIM32 TTC21B TTC8 USP9X WDPCP WDR19 WDR35 ZIC2 WP_BASE_EXCISION_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_BASE_EXCISION_REPAIR APEX1 APEX2 FEN1 HMGB1 LIG1 LIG3 MBD4 MPG MUTYH NEIL2 NEIL3 NTHL1 OGG1 PARP1 PARP2 PCNA PNKP POLB POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POLL SMUG1 TDG UNG XRCC1 WP_BDNF_TRKB_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_BDNF_TRKB_SIGNALING ADCY1 AKT1 ARC BDNF BRAF CREB1 DLG4 EEF2K EIF4EBP1 GAB1 GAB2 GRB2 GRIN1 HOMER1 HRAS KRAS MAP2K1 MAPK1 MKNK1 MTOR NRAS NTRK2 PIK3CG PLCG1 RHEB RPS6KA1 RPS6KB1 SHC1 SOS1 TRPC3 TRPC6 TSC1 TSC2 WP_BENZENE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_BENZENE_METABOLISM CYP2E1 DHDH EPHX1 GSTM1 MPO NQO1 WP_BENZO_A_PYRENE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_BENZO_A_PYRENE_METABOLISM AKR1A1 AKR1C1 AKR1C2 AKR1C3 AKR1C4 CYP1A1 CYP1B1 CYP3A4 EPHX1 WP_BILE_ACIDS_SYNTHESIS_AND_ENTEROHEPATIC_CIRCULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_BILE_ACIDS_SYNTHESIS_AND_ENTEROHEPATIC_CIRCULATION ABCB11 ABCG5 ABCG8 CYP7A1 FGF19 FGFR4 FXR1 LDLR MAPK1 MAPK3 SLC10A1 SLC10A2 WP_BIOGENIC_AMINE_SYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_BIOGENIC_AMINE_SYNTHESIS AANAT ACHE ASMT CHAT COMT DBH DDC GAD1 GAD2 HDC MAOA PAH PNMT TH TPH1 WP_BIOMARKERS_FOR_PYRIMIDINE_METABOLISM_DISORDERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_BIOMARKERS_FOR_PYRIMIDINE_METABOLISM_DISORDERS CKB DHODH DPYD DPYS NT5C NT5C3A PUS1 RRM1 RRM2 RRM2B TK2 TYMP TYMS UMPS UPB1 WP_BIOMARKERS_FOR_UREA_CYCLE_DISORDERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_BIOMARKERS_FOR_UREA_CYCLE_DISORDERS ARG1 ASL ASS1 F10 F7 GAMT GATM GLS2 GOT1 GPT NAGS OTC WP_BIOSYNTHESIS_AND_REGENERATION_OF_TETRAHYDROBIOPTERIN_AND_CATABOLISM_OF_PHENYLALANINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_BIOSYNTHESIS_AND_REGENERATION_OF_TETRAHYDROBIOPTERIN_AND_CATABOLISM_OF_PHENYLALANINE AANAT ASMT COMT DBH DHFR DNAJC12 GCH1 MAOA MAOB PAH PNMT PTS QDPR SPR TH WP_BIOSYNTHESIS_AND_TURNOVER_OF_1_DEOXY_SPHINGOID_BASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_BIOSYNTHESIS_AND_TURNOVER_OF_1_DEOXY_SPHINGOID_BASES ASAH1 KDSR SGPP1 SGPP2 SPHK1 SPHK2 SPTLC1 SPTLC2 WP_BIOTIN_METABOLISM_INCLUDING_IMDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_BIOTIN_METABOLISM_INCLUDING_IMDS ACACA ACACB BTD HLCS MCCC1 MCCC2 PC PCCA PCCB WP_BLADDER_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_BLADDER_CANCER ARAF BRAF CCND1 CDH1 CDK4 CDKN1A CDKN2A CXCL8 DAPK1 DAPK2 DAPK3 E2F1 EGF EGFR ERBB2 FGFR3 HBEGF HRAS KRAS MAP2K1 MAP2K2 MAPK1 MDM2 MMP1 MMP2 MMP9 MYC NRAS PIK3R1 PIK3R2 RAF1 RASSF1 RB1 RPS6KA5 SRC THBS1 TP53 TYMP UPK3A VEGFA WP_BLOOD_CLOTTING_CASCADE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_BLOOD_CLOTTING_CASCADE F10 F11 F12 F13B F2 F3 F5 F7 F8 F9 FGA FGB FGG KLK1 KLKB1 PLAT PLAU PLG SERPINB2 SERPINE1 SERPINF2 VWF WP_BMP2_WNT4_FOXO1_PATHWAY_IN_PRIMARY_ENDOMETRIAL_STROMAL_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_BMP2_WNT4_FOXO1_PATHWAY_IN_PRIMARY_ENDOMETRIAL_STROMAL_CELL_DIFFERENTIATION BCL2L11 BMP2 CTNNB1 DCN DKK1 FOXO1 LEFTY2 SFRP1 SMAD1 SMAD5 SMAD9 SST WNT4 WP_BMP_SIGNALING_IN_EYELID_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_BMP_SIGNALING_IN_EYELID_DEVELOPMENT BMP4 DKK2 EGFR FGF10 FGFR2 FOXC1 FOXC2 INHBB JUN MAP3K1 MAPK3 MAPK9 NOTCH1 PITX2 SFRP1 SHH SMAD1 SMAD4 SMAD5 TGFA WP_BONE_MORPHOGENIC_PROTEIN_SIGNALING_AND_REGULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_BONE_MORPHOGENIC_PROTEIN_SIGNALING_AND_REGULATION BMP2 BMPR1A BMPR1B BMPR2 NOG RUNX2 SMAD1 SMAD4 SMAD6 SMURF1 TOB1 TOB2 WP_BRAIN_DERIVED_NEUROTROPHIC_FACTOR_BDNF_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_BRAIN_DERIVED_NEUROTROPHIC_FACTOR_BDNF_SIGNALING_PATHWAY ACACB ADAM17 AKT1 APC BAD BDNF CAMK1 CAMK2A CAMK4 CASP3 CDC42 CDH2 CDK5 CDK5R1 CDKL5 CFL1 CHUK CNR1 CREB1 CRTC1 CSNK2A1 CTNNB1 CYFIP1 DLG1 DOCK3 DOK5 DPYSL2 EEF2 EIF2S1 EIF2S2 EIF4E EIF4EBP1 ELK1 FOXO3 FRS2 FRS3 FYN GABRB3 GRB2 GRIA1 GRIA2 GRIA3 GRIN1 GRIN2B GRIP1 GSK3B HRAS IGF2BP1 IKBKB IKBKG IRS1 IRS2 JAK2 JUN KCNA3 KCNN2 KIDINS220 KSR1 LINGO1 MAP2K1 MAP2K2 MAP2K5 MAP3K1 MAP3K2 MAPK1 MAPK10 MAPK14 MAPK3 MAPK7 MAPK8 MAPK9 MAPT MARCKS MEF2A MEF2C MTOR NCAM1 NCF1 NCF2 NCK1 NCK2 NFATC4 NFKB1 NFKBIA NGF NGFR NSF NTF3 NTRK1 NTRK2 NTRK3 PDPK1 PIK3R1 PIK3R2 PLCG1 PPP2CA PRKAA1 PRKAA2 PRKCD PTK2B PTPN11 PTPRF RAB3A RAC1 RACK1 RAF1 RANBP9 RAP1A RASGRF1 RELA RHOG RPS6 RPS6KA1 RPS6KA3 RPS6KA5 RPS6KB1 SH2B1 SH2B2 SHC1 SHC2 SHC3 SHC4 SIRPA SORT1 SQSTM1 SRC STAT1 STAT3 STAT5A STAT5B SYN1 TIAM1 TRAF6 TSC2 VAV2 VAV3 YBX1 WP_BREAST_CANCER_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_BREAST_CANCER_PATHWAY AKT1 AKT2 AKT3 APC APC2 ARAF ATM ATR AXIN1 AXIN2 BAK1 BAX BRAF BRCA1 BRCA2 CCND1 CDK4 CDK6 CDKN1A CETN3 CSNK1A1 CSNK1A1L CSNK2A1 CSNK2A2 CSNK2A3 CSNK2B CTNNB1 DDB2 DLL1 DLL3 DLL4 DVL1 DVL2 DVL3 E2F1 E2F2 E2F3 EGF EGFR ERBB2 ESR1 ESR2 FGF1 FGF10 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FLT4 FOS FRAT1 FRAT2 FZD1 FZD10 FZD2 FZD3 FZD5 FZD6 FZD7 FZD8 FZD9 GADD45A GADD45B GADD45G GRB2 GSK3B HES1 HES5 HEY1 HEY2 HEYL HRAS IGF1 IGF1R JAG2 JUN KIT KRAS LEF1 LRP5 LRP6 MAP2K1 MAP2K2 MAPK1 MAPK3 MRE11 MTOR MYC NBN NCOA1 NCOA3 NFKB2 NOTCH1 NOTCH2 NOTCH3 NOTCH4 NRAS PARP1 PGR PIK3CA PIK3CD PIK3R1 PIK3R2 PIK3R3 POLK PTEN RAD50 RAD51 RAF1 RB1 RPS6KB1 RPS6KB2 SFRP4 SHC1 SHC2 SHC3 SHC4 SKP1 SOS1 SOS2 SP1 TCF7 TCF7L1 TCF7L2 TNFSF11 TP53 WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WP_BURN_WOUND_HEALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_BURN_WOUND_HEALING ACHE ACTA1 AKT1 AMBP BAX BCL2 BRD4 CASP3 CCL2 CD3E CDK16 CHRNA7 COL1A1 COL1A2 CXCL1 CXCL12 CXCL8 CXCR2 CXCR4 DCN EGF ELN F13A1 FBN1 FGFR1 FGFR2 FGFR3 FGFR4 FLG FOXE1 FST HEXD HGF HMGB1 ICAM1 IFNA2 IFNB1 IL15 IL1B IL6 INHBA KLF4 KRT222 KRT6A LGALS1 LIN28A MIR29B1 MMP1 MMP2 MMP28 MMP9 MYD88 NFKB1 NOX4 PDGFRB PECAM1 S100A11 S100A6 S100A9 SCEL SERPINH1 SFRP2 SLURP1 SMAD3 SNAI2 TAGLN TGFB2 TGFB3 TIMP1 TLR4 TNC TNF TP53 TPT1 VEGFA WP_B_CELL_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_B_CELL_RECEPTOR_SIGNALING_PATHWAY AKT1 ATF2 BCL10 BCL6 BLK BLNK BRAF BTK CAMK2A CARD11 CBL CD19 CD22 CD79A CD79B CD81 CDC42 CHUK CR2 CREB1 CRK CRKL DAPP1 ELK1 ETS1 FOXO1 FYN GAB1 GAB2 GRB2 GSK3A GSK3B GTF2I HCLS1 HRAS IKBKB IKBKG INPP5D JUN KLF11 LAT2 LCK LYN MALT1 MAP2K1 MAP2K2 MAP2K6 MAP3K7 MAP4K1 MAPK1 MAPK14 MAPK4 MAPK8 MAPK9 MAX MYC NCK1 NFATC2 NFATC3 NFKB1 NFKBIA PDPK1 PIK3AP1 PIK3CG PIK3R1 PIK3R2 PIP5K1A PIP5K1B PIP5K1C PLCG1 PLCG2 PRKCB PRKCD PTPN11 PTPN18 PTPN6 PTPRC RAC1 RAC2 RAF1 RAPGEF1 RASGRP3 REL RELA RPS6KA1 SH3BP2 SHC1 SOS1 SYK TEC VAV1 VAV2 WP_CALCIUM_REGULATION_IN_CARDIAC_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CALCIUM_REGULATION_IN_CARDIAC_CELLS ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ADRA1A ADRA1B ADRA1D ADRB1 ADRB2 ADRB3 ANXA6 ARRB1 ARRB2 ATP1A4 ATP1B1 ATP1B2 ATP1B3 ATP2A2 ATP2A3 ATP2B1 ATP2B2 ATP2B3 CACNA1A CACNA1B CACNA1C CACNA1D CACNA1E CACNA1S CACNB1 CACNB3 CALM1 CALM2 CALM3 CALR CAMK1 CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 CASQ1 CASQ2 CHRM1 CHRM2 CHRM3 CHRM4 CHRM5 FKBP1A FXYD2 GJA1 GJA3 GJA4 GJA5 GJA8 GJA9 GJB1 GJB2 GJB3 GJB4 GJB5 GJB6 GJC1 GJC2 GJD2 GNA11 GNAI1 GNAI2 GNAI3 GNAO1 GNAQ GNAS GNAZ GNB1 GNB2 GNB3 GNB4 GNB5 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GRK4 GRK5 GRK6 ITPR1 ITPR2 ITPR3 KCNB1 KCNJ3 KCNJ5 ORAI1 PKIA PKIB PKIG PLCB3 PLN PRKACA PRKACB PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCA PRKCB PRKCD PRKCE PRKCG PRKCH PRKCQ PRKCZ PRKD1 RGS1 RGS10 RGS11 RGS14 RGS16 RGS17 RGS18 RGS19 RGS2 RGS20 RGS3 RGS4 RGS5 RGS6 RGS7 RGS9 RYR1 RYR2 RYR3 SFN SLC8A1 SLC8A3 STIM2 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ WP_CALORIC_RESTRICTION_AND_AGING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CALORIC_RESTRICTION_AND_AGING AKT1 IGF1 MTOR NAMPT PPARGC1A PRKAB2 SIRT1 TP53 WP_CAMKK2_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CAMKK2_PATHWAY ARHGEF7 CALM1 CAMK1 CAMK4 CAMKK2 CHRM3 CREB1 DNM1L EP300 FIS1 GIT1 HDAC4 HMOX1 ICAM1 MAF MAP1LC3A MAPK1 MAPK3 MTOR NFATC2 NFE2L2 NOS1 RAC1 RAF1 RELA RPTOR SIRT1 SMC1A SQSTM1 STIM1 TSC1 VCAM1 WFS1 WP_CANCER_IMMUNOTHERAPY_BY_CTLA4_BLOCKADE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CANCER_IMMUNOTHERAPY_BY_CTLA4_BLOCKADE CD28 CD80 CD86 CTLA4 HLA-DRB1 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PPP2CA PTPN11 PTPN6 WP_CANCER_IMMUNOTHERAPY_BY_PD_1_BLOCKADE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CANCER_IMMUNOTHERAPY_BY_PD_1_BLOCKADE BATF CD274 CD3D CD3E CD3G CD8A CD8B HLA-A HLA-DRB1 IFNG JUN LCK NFAT5 NFATC1 NFATC2 NFATC3 NFATC4 NFKB1 PDCD1 PDCD1LG2 PTPN11 STAT3 ZAP70 WP_CANNABINOID_RECEPTOR_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CANNABINOID_RECEPTOR_SIGNALING ADCY1 ADCY7 ADORA2A AHR CNR1 CNR2 CYP1A1 CYP2C19 CYP2C9 CYP3A4 DAGLA DAGLB FAAH MAPK1 MAPK10 MAPK11 MAPK12 MAPK13 MAPK14 MAPK3 MAPK8 MAPK9 NAPEPLD PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2B WP_CANONICAL_AND_NON_CANONICAL_NOTCH_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CANONICAL_AND_NON_CANONICAL_NOTCH_SIGNALING ADAM10 CHUK CNTN6 DLK1 DLK2 DLL1 DLL3 DLL4 DNER HES1 HEY1 JAG1 JAG2 LEF1 MAML1 MAML2 MAML3 MFAP1 MFAP2 NOTCH1 NOTCH2 NOTCH3 NOTCH4 PSEN1 PSEN2 RBPJ RRAS WP_CANONICAL_AND_NON_CANONICAL_TGF_B_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CANONICAL_AND_NON_CANONICAL_TGF_B_SIGNALING BMP1 BMPR1A BMPR2 GREM1 LOX LOXL1 LOXL2 LOXL4 MAPK14 MAPK8 MAPK9 SMAD2 SMAD3 SMAD4 TGFB1 TGFBR1 TGFBR2 WP_CANONICAL_NF_KB_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CANONICAL_NF_KB_PATHWAY CHUK IKBKB IKBKG NFKB1 NFKBIA NFKBIE REL RELA WP_CARDIAC_HYPERTROPHIC_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CARDIAC_HYPERTROPHIC_RESPONSE AKT1 AKT2 CALM1 CAMK2D CDK7 CDK9 CHUK EGF ENSG00000290147 FGF2 FGFR2 GSK3B GUCA1A HDAC4 HDAC5 HDAC7 HDAC9 IGF1 IKBKB IKBKE IKBKG MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K5 MAP2K6 MAP2K7 MAP3K1 MAP3K14 MAP3K7 MAP4K1 MAPK1 MAPK14 MAPK3 MAPK7 MAPK8 MEF2A MTOR NFATC2 NFKB1 NPPA NRG1 PDPK1 PLA2G2A PPP3CA PRKCA PRKD1 PRKG1 RAC1 RAF1 TGFB1 TGFBR1 TNF TNFRSF1A WP_CARDIAC_PROGENITOR_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CARDIAC_PROGENITOR_DIFFERENTIATION ACTC1 ANPEP BMP1 BMP4 CXCR4 DKK1 FGF2 FOXA2 GATA4 GSK3B IGF1 IGF2 INHBA INS IRX4 ISL1 KDR KIT LIN28A LIN28B MAPK14 MEF2C MESP1 MESP2 MIXL1 MYH6 MYL2 MYLK3 NANOG NCAM1 NKX2-5 NODAL NOG NOTCH1 NRG1 PAX6 PDGFRA POU5F1 ROR2 SCN5A SIRPA SOX1 SOX17 SOX2 TBX20 TBX5 TBXT TGFB1 THY1 TNNI3 TNNT2 WNT3A ZFP42 WP_CARDIOMYOCYTE_SIGNALING_PATHWAYS_CONVERGING_ON_TITIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CARDIOMYOCYTE_SIGNALING_PATHWAYS_CONVERGING_ON_TITIN ADRB1 ADRB2 ANKRD1 ANKRD2 ANKRD23 CAMK2A CRYAB CSRP3 FHL1 FHL2 GUCD1 GUCY1B1 MAP2K1 MAP2K2 MAPK1 MDM2 MYPN NBR1 NPR1 NUP62 PLCZ1 PRKACA PRKACB PRKACG PRKAR1A PRKCA PRKG2 RAF1 SRF TCAP TRIM55 TRIM63 TTN WP_CATALYTIC_CYCLE_OF_MAMMALIAN_FLAVIN_CONTAINING_MONOOXYGENASES_FMOS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CATALYTIC_CYCLE_OF_MAMMALIAN_FLAVIN_CONTAINING_MONOOXYGENASES_FMOS FMO1 FMO2 FMO3 FMO4 FMO5 WP_CCL18_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CCL18_SIGNALING_PATHWAY AK4 CCR8 CDH2 MMP2 PTK2B ZEB2 WP_CELLS_AND_MOLECULES_INVOLVED_IN_LOCAL_ACUTE_INFLAMMATORY_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CELLS_AND_MOLECULES_INVOLVED_IN_LOCAL_ACUTE_INFLAMMATORY_RESPONSE C3 C5 C6 C7 CXCL8 ICAM1 IL1A IL6 ITGA4 ITGAL ITGB1 ITGB2 KNG1 SELP SELPLG TNF VCAM1 WP_CELLULAR_PROTEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CELLULAR_PROTEOSTASIS PFDN1 PFDN2 PFDN4 PFDN5 PFDN6 VBP1 WP_CELL_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CELL_CYCLE ABL1 ANAPC1 ANAPC10 ANAPC11 ANAPC13 ANAPC2 ANAPC4 ANAPC5 ANAPC7 ATM ATR BUB1 BUB3 CCNA1 CCNA2 CCNB1 CCNB2 CCNB3 CCND1 CCND2 CCND3 CCNE1 CCNE2 CCNH CDC14A CDC14B CDC16 CDC20 CDC23 CDC25A CDC25B CDC25C CDC27 CDC45 CDC6 CDC7 CDK1 CDK2 CDK4 CDK6 CDK7 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CDKN2D CHEK1 CHEK2 CUL1 DBF4 E2F1 E2F2 E2F3 E2F4 E2F5 EP300 ESPL1 FZR1 GADD45A GADD45B GADD45G GSK3B HDAC1 HDAC2 MAD1L1 MAD2L2 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MDM2 MYC ORC1 ORC2 ORC3 ORC4 ORC5 ORC6 PCNA PKMYT1 PLK1 PRKDC PTTG1 PTTG2 RAD21 RB1 RBL1 RBL2 RBX1 SFN SKP1 SKP2 SMAD2 SMAD3 SMAD4 SMC1A SMC1B SMC3 STAG1 STAG2 TFDP1 TFDP2 TGFB1 TGFB2 TGFB3 TP53 TTK WEE1 WEE2 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ ZBTB17 WP_CELL_DIFFERENTIATION_EXPANDED_INDEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CELL_DIFFERENTIATION_EXPANDED_INDEX BORCS8-MEF2B EZH2 HDAC5 ID2 KLF4 LEFTY1 LEFTY2 MEF2A MEF2B MEF2C MEF2D MIR1-1 MIR106A MIR128-1 MIR133A1 MIR133A2 MIR133B MIR143 MIR145 MIR146B MIR150 MIR16-1 MIR16-2 MIR17 MIR181A1 MIR181A2 MIR181B1 MIR181B2 MIR181C MIR181D MIR199A1 MIR199A2 MIR203A MIR206 MIR20A MIR214 MIR221 MIR222 MIR223 MIR26A1 MIR26A2 MIR302A MIR302C MIR302D MIR302E MIR3074 MIR3591 MIR486-1 MIR486-2 MIR9-1 MYOD1 PAX7 RUNX2 SOX2 SRF STAT3 TLX1 TLX2 TLX3 WP_CELL_DIFFERENTIATION_INDEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CELL_DIFFERENTIATION_INDEX HDAC5 LEFTY1 LEFTY2 MIR133A1 MIR133A2 MIR145 MIR155 MIR17 MIR206 MIR20A MIR214 MIR221 MIR222 MIR223 MIR26A1 MIR26A2 SRF STAT3 TLX1 TLX2 TLX3 WP_CELL_INTERACTIONS_OF_THE_PANCREATIC_CANCER_MICROENVIRONMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CELL_INTERACTIONS_OF_THE_PANCREATIC_CANCER_MICROENVIRONMENT BAG3 CCL2 CCL5 CCR2 CCR5 CD80 CD86 CSF1 CSF1R CSF2 CSF2RA CTLA4 CXCL10 CXCL12 CXCR3 CXCR4 FAS FASLG HLA-DRA HLA-DRB1 IFITM2 KDR LAG3 NRP1 TGFB1 VEGFA WP_CELL_LINEAGE_MAP_FOR_NEURONAL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CELL_LINEAGE_MAP_FOR_NEURONAL_DIFFERENTIATION ACHE ADRA2A ADRA2B ADRA2C ALDH1L1 AP2A1 AP2A2 AQP4 BMP4 BSN CACNG2 CASK CD24 CD34 CDH1 CDH2 CHAT CLDN11 CNP CSPG4 DCX DLG1 DLG2 DLG3 DLG4 DLL1 DPPA2 DPPA3 ERAS ERC1 ESRRB EVX1 FABP7 FBXO15 FEV FGF4 FOXA2 FOXD3 FUT4 GABBR1 GABBR2 GAD1 GAD2 GATA4 GATA6 GFAP GLRA1 GLRA2 GLRA3 GLRB GLS GLUL GPHN GRIN1 GRIN2B HES1 HES3 HES5 HNF4A HOMER1 HOMER2 HOMER3 HTR1A HTR5A ITGA6 ITGB1 KCNJ6 KLF4 KRT15 LEF1 LHX1 LIN7A LMX1B MAP2 MBP MIXL1 MOG MSX1 MSX2 NANOG NEFL NEFM NES NGFR NLGN1 NODAL NOTCH1 NR4A2 OLIG2 PAX3 PAX6 PCLO PECAM1 POU5F1 PPFIA1 RBFOX3 RIMBP2 RIMS2 ROBO1 S100B SHANK1 SHANK3 SLC17A6 SLC17A7 SLC18A3 SLC1A2 SLC1A3 SLC6A1 SLC6A2 SLC6A3 SLC6A4 SLC6A5 SLC6A9 SNAI1 SNAI2 SNAP25 SOX10 SOX17 SOX2 SOX9 SYP TBR1 TBXT TH TNC TPH1 TPM1 TUBB3 TWIST1 TWIST2 UNC13A ZFP42 WP_CELL_MIGRATION_AND_INVASION_THROUGH_P75NTR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CELL_MIGRATION_AND_INVASION_THROUGH_P75NTR ADAMTS13 AKT1 AKT2 AKT3 ARF1 BDNF CDH11 EFNA1 EFNA2 EFNA3 EFNA4 EFNA5 EFNB1 EFNB2 EFNB3 JUN KIDINS220 MMP2 MMP8 MMP9 NGFR NTRK2 PAK1 PARD3 RAC1 RHOA STAT3 TIAM1 TRIO TWIST1 WP_CELL_TYPE_DEPENDENT_SELECTIVITY_OF_CCK2R_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CELL_TYPE_DEPENDENT_SELECTIVITY_OF_CCK2R_SIGNALING CCK CCKBR CD38 CNR1 DAGLA GNAI1 GNAQ ITPR1 PLCB1 RYR1 RYR2 RYR3 TRPC1 WP_CEREBRAL_ORGANIC_ACIDURIAS_INCLUDING_DISEASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CEREBRAL_ORGANIC_ACIDURIAS_INCLUDING_DISEASES ACY1 ADHFE1 ALDH7A1 D2HGDH GCDH IDH2 L2HGDH MDH2 WP_CHEMOKINE_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CHEMOKINE_SIGNALING_PATHWAY ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 AKT1 AKT2 AKT3 ARRB1 ARRB2 BCAR1 BRAF CCL1 CCL11 CCL15 CCL17 CCL19 CCL20 CCL21 CCL22 CCL24 CCL25 CCL26 CCL27 CCL28 CCL3 CCL4 CCL5 CCL7 CCR1 CCR10 CCR2 CCR3 CCR4 CCR6 CCR7 CCR8 CCR9 CDC42 CHUK CRK CRKL CSK CX3CL1 CX3CR1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL14 CXCL16 CXCL3 CXCL5 CXCL9 CXCR2 CXCR3 CXCR4 CXCR5 CXCR6 DOCK2 ELMO1 FGR FOXO3 GNAI1 GNAI2 GNAI3 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 GRB2 GRK1 GRK2 GRK4 GRK5 GRK6 GSK3B HCK HRAS IKBKB IKBKG ITK JAK2 JAK3 KRAS LYN MAP2K1 MAPK1 MAPK3 NCF1 NFKB1 NFKBIA NFKBIB NRAS PAK1 PARD3 PF4 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PLCB1 PLCB2 PLCB3 PLCB4 PPBP PREX1 PRKACB PRKACG PRKCB PRKCD PRKCZ PRKX PTK2 PTK2B PXN RAC1 RAC2 RAF1 RAP1A RAP1B RASGRP2 RELA ROCK1 ROCK2 SHC1 SHC2 SHC3 SHC4 SOS1 SOS2 STAT1 STAT2 STAT3 STAT5B TIAM1 TIAM2 VAV1 VAV2 VAV3 WAS WASL XCL1 XCR1 WP_CHOLESTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CHOLESTASIS ABCB11 ABCB4 ABCC2 ABCC3 ABCC4 ABCG5 ABCG8 ATP8B1 EPHX1 HMGCR LDLR NR1H4 NR1I3 RXRA SCARB1 SLC10A1 SLC22A1 SLCO1A2 TJP2 WP_CHOLESTEROL_BIOSYNTHESIS_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CHOLESTEROL_BIOSYNTHESIS_PATHWAY CYP51A1 DHCR7 FDFT1 FDPS HMGCR HMGCS1 IDI1 LSS MSMO1 MVD MVK NSDHL PMVK SC5D SQLE WP_CHOLESTEROL_BIOSYNTHESIS_PATHWAY_IN_HEPATOCYTES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CHOLESTEROL_BIOSYNTHESIS_PATHWAY_IN_HEPATOCYTES ABCA1 ABCG1 ACAT2 ACOT1 ACOT2 ACSL1 ACSL3 CH25H CYP27A1 CYP46A1 CYP51A1 CYP7A1 DHCR24 EBP ELOVL2 ELOVL3 ELOVL4 ELOVL5 FADS2 FDFT1 FDPS GGPS1 HMGCR HMGCS1 HMGCS2 HSD17B7 IDI1 IDI2 LBR LSS MSMO1 MVD MVK MYLIP NR1H2 NR1H3 NSDHL PLPP6 PMVK SC5D SCD SREBF1 TM7SF2 WP_CHOLESTEROL_BIOSYNTHESIS_WITH_SKELETAL_DYSPLASIAS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CHOLESTEROL_BIOSYNTHESIS_WITH_SKELETAL_DYSPLASIAS CYP51A1 DHCR24 DHCR7 EBP LBR NSDHL SC5D WP_CHOLESTEROL_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CHOLESTEROL_METABOLISM ABCA1 ABCB11 ABCG5 ABCG8 ACAT2 ANGPTL3 ANGPTL8 APOA1 APOA2 APOA4 APOB APOC1 APOC2 APOC3 APOE APOH CD36 CETP CIDEB CYP27A1 CYP51A1 CYP7A1 DGAT1 DHCR24 DHCR7 EBP FABP2 FDFT1 FDPS HMGCR HMGCS1 HSD17B7 IDI1 LBR LCAT LDLR LDLRAP1 LIPA LIPC LIPG LPA LPL LRP1 LRPAP1 LSS MGAT1 MSMO1 MTTP MVD MVK MYLIP NPC1 NPC1L1 NPC2 NSDHL OSBPL5 PCSK9 PLTP PMVK SAR1B SC5D SCARB1 SLC27A4 SOAT1 SORT1 SQLE STAR STARD3 TM7SF2 TSPO VAPA VDAC1 WP_CHOLESTEROL_METABOLISM_WITH_BLOCH_AND_KANDUTSCH_RUSSELL_PATHWAYS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CHOLESTEROL_METABOLISM_WITH_BLOCH_AND_KANDUTSCH_RUSSELL_PATHWAYS ABCA1 ABCG1 ACAT2 ACOT2 ACSL1 ACSL3 ACSL4 CH25H CYP27A1 CYP46A1 CYP51A1 DHCR24 DHCR7 EBP ELOVL2 ELOVL3 ELOVL4 ELOVL5 FADS1 FADS2 FASN FDFT1 FDPS GGPS1 HMGCR HMGCS1 HMGCS2 HSD17B7 IDI1 LBR LSS MSMO1 MVD MVK MYLIP NR1H2 NR1H3 NSDHL PMVK SC5D SCD SOAT1 SOAT2 SQLE SREBF1 SREBF2 TM7SF2 WP_CHOLESTEROL_SYNTHESIS_DISORDERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CHOLESTEROL_SYNTHESIS_DISORDERS CYP51A1 DHCR24 DHCR7 EBP FDFT1 FDPS HMGCR HMGCS1 HSD3B2 IDI1 LBR LSS MSMO1 MVD MVK PMVK SC5D SQLE WP_CHROMOSOMAL_AND_MICROSATELLITE_INSTABILITY_IN_COLORECTAL_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CHROMOSOMAL_AND_MICROSATELLITE_INSTABILITY_IN_COLORECTAL_CANCER AKT1 AKT2 AKT3 APC APC2 APPL1 ARAF AXIN1 AXIN2 BAD BAK1 BAX BBC3 BCL2 BCL2L11 BIRC5 BRAF CASP3 CASP9 CCND1 CDKN1A CSNK1A1 CSNK1A1L CTNNB1 CYCS DCC DDB2 EXOC2 FOS GADD45A GADD45B GADD45G GSK3B JUN KRAS LEF1 MAP2K1 MAPK1 MAPK10 MAPK3 MAPK8 MAPK9 MLH1 MSH2 MSH3 MSH6 MYC NTN1 PMAIP1 POLK PTGS2 RAC1 RAC2 RAC3 RAF1 RALA RALB RALGDS REL RHOA SMAD2 SMAD3 SMAD4 TBK1 TCF7 TCF7L1 TCF7L2 TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TP53 WP_CHRONIC_HYPERGLYCEMIA_IMPAIRMENT_OF_NEURON_FUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CHRONIC_HYPERGLYCEMIA_IMPAIRMENT_OF_NEURON_FUNCTION AGER BDNF C3 MMP1 MMP10 MMP11 MMP12 MMP13 MMP14 MMP15 MMP16 MMP17 MMP19 MMP2 MMP20 MMP21 MMP23B MMP24 MMP25 MMP27 MMP28 MMP3 MMP7 MMP8 MMP9 NOS2 PRKCA PRKCB PRKCD PRKCE PRKCG PRKCH PRKCI PRKCQ PRKCZ PRKD3 SCN10A SCN8A SCN9A SLC2A1 SLC2A3 SNAP25 SORD TKTL1 TRPA1 TRPV1 WP_CILIARY_LANDSCAPE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CILIARY_LANDSCAPE AAR2 ACSL3 AFG3L2 AGPAT2 AIMP1 ANKS3 ANKS6 APC APMAP ARFGAP3 ARHGDIA ARL8B ARMC8 BBIP1 BBS1 BBS2 BBS4 BBS5 BBS7 BBS9 CALM1 CAMK2A CBS CCDC40 CD2BP2 CDH23 CDR2 CEP170 CEP170P1 CEP290 CEP97 CLUAP1 CNOT1 CNOT10 CNOT6L CNOT9 COPS2 COPS3 COPS4 COPS5 COPS6 COPS7A COPS7B COPS8 COX6C CREBBP CTBP2 CTNNB1 CTSA DCAF11 DCAF7 DDX5 DGKE DNPEP DOCK5 DVL3 DYNC1H1 DYNC1I2 DYNC1LI1 DYNC2I1 DYNC2I2 DYNLL1 DYNLL2 DYNLRB1 DYNLRB2 DYNLT1 DYNLT2B DYNLT3 ECHS1 EFHC2 EFTUD2 EHBP1 EHD3 EIF5B EIPR1 ERF EXOC1 EXOC2 EXOC3 EXOC4 EXOC5 EXOC6 EXOC6B EXOC7 EXOC8 EXOSC2 EXOSC4 EXOSC7 EXOSC9 FUZ GDI1 GID4 GID8 GLA GLB1 H3-3A HDAC1 HDAC2 HTRA2 IFT122 IFT140 IFT172 IFT20 IFT22 IFT25 IFT27 IFT43 IFT46 IFT52 IFT57 IFT74 IFT80 IFT81 IFT88 INTU IQCB1 IQGAP1 IQGAP2 IQGAP3 LCA5 LCN2 LRPPRC LSM4 LZTFL1 MAEA MAPRE2 MCM10 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 MCM9 MFAP1 MKLN1 MKS1 MSH2 MYL6 MYL6B NDUFA5 NDUFA9 NEFL NEFM NEK7 NEK8 NFKB1 NINL NME8 NUDC NUP133 NUP88 PAFAH1B1 PGRMC2 POM121 PSMC4 PSMC6 PSMD12 PSMD13 PSMD7 PSMD8 RAB14 RAB21 RAB2A RAB3IL1 RAB8A RABEP2 RAC1 RALB RANBP10 RANBP9 RB1 RBM14 RHBDD2 RMND5A RMND5B RNGTT RPGR SMC4 SNAP29 SNRPB2 SPATA7 SSNA1 STOM TBC1D4 TFAP2A TFAP2B TFAP2C TFAP2D TFAP2E TIPRL TMED1 TNKS1BP1 TRAF3IP1 TTC26 TTC30A TTC30B TTC8 UBE2D2 UBE2H UQCC1 USH1C VAPB VIM VPS4A WDR26 WEE1 WHRN WNK1 XPNPEP3 YAP1 YPEL5 ZMYND19 ZYG11B WP_CILIOPATHIES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CILIOPATHIES ADCY6 AHI1 AK7 ALMS1 ANKS3 ANKS6 ARL13B ARL2BP ARL3 ARL6 ATXN10 B9D1 B9D2 BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 C2CD3 CC2D2A CCDC103 CCDC28B CCDC39 CCDC40 CCDC65 CCNO CCNQ CENPF CEP104 CEP120 CEP164 CEP19 CEP290 CEP41 CEP78 CEP83 CFAP298 CFAP410 CFAP418 CFAP52 CFAP53 CILK1 CLUAP1 CNGA1 CNGB1 CPLANE1 CRX CSPP1 DCDC2 DDX59 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH11 DNAH6 DNAI1 DNAI2 DNAJB13 DNAL1 DRC1 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLT2B EFHC1 EVC EVC2 FAM161A FLCN GALNT11 GAS8 GLI2 GLI3 GLIS2 GPR161 HYDIN HYLS1 IFT122 IFT140 IFT172 IFT27 IFT43 IFT52 IFT57 IFT80 IFT81 INPP5E INTU INVS IQCB1 KATNIP KIAA0586 KIAA0753 KIF7 KIZ LCA5 LZTFL1 MAK MCIDAS MKKS MKS1 NEK1 NEK2 NEK8 NEK9 NME7 NME9 NPHP1 NPHP3 NPHP4 OCRL ODAD1 ODAD2 ODAD3 ODAD4 OFD1 PCARE PDE6D PIBF1 PIK3R4 PKD1 PKD1L1 PKD2 PKHD1 PLK4 POC1A POC1B POMGNT1 RAB23 RAB28 RP1 RP1L1 RP2 RPGRIP1 RPGRIP1L RSPH1 RSPH3 RSPH4A RSPH9 SCLT1 SDCCAG8 SMO SPAG1 SPATA7 SUFU TAPT1 TBC1D32 TCTN1 TCTN2 TCTN3 TMEM107 TMEM138 TMEM17 TMEM216 TMEM231 TMEM237 TMEM67 TOPORS TRAF3IP1 TRIM32 TTBK2 TTC21B TTC8 TTLL5 TUB TULP1 UNC119 USP9X WDPCP WDR19 WDR35 XPNPEP3 ZIC2 ZMYND10 ZNF423 WP_CIRCADIAN_RHYTHM_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CIRCADIAN_RHYTHM_GENES AANAT ADA ADCY1 ADIPOQ ADORA1 ADORA2A AGRP AHCY AHR ARNT ARNT2 ATF4 ATF5 ATOH7 AVP BHLHE40 BHLHE41 BMAL1 BMAL2 BTBD9 BTRC CARTPT CAVIN3 CCAR2 CDK4 CHRM1 CHRNB2 CIART CIPC CLDN4 CLOCK CPT1A CREB1 CREM CRH CRTC1 CRX CRY1 CRY2 CSNK1D CSNK1E CST3 CUL1 DBP DDC DDX5 DHX9 DRD1 DRD2 DRD3 DRD4 DYRK1A EGR1 EGR3 EP300 EZH2 F7 FAS FBXL3 FBXW11 GFPT1 GHRH GHRL GNA11 GNAQ GSK3B HCRTR1 HCRTR2 HDAC1 HDAC2 HDAC3 HEBP1 HNF1B HNRNPD HNRNPU HOMER1 HS3ST2 HTR7 ID2 ID3 ID4 IL6 JUN JUND KCND2 KCNH7 KCNMA1 KDM5A KLF10 KLF9 KMT2A LEP LGR4 MAGED1 MAGEL2 MAPK10 MAPK8 MAPK9 MC3R METTL3 MTA1 MTNR1A MTNR1B MTTP MYBBP1A NAGLU NAMPT NCOA2 NCOR1 NFIL3 NGFR NKX2-1 NLGN1 NMS NOCT NONO NOS2 NPAS2 NPS NPY2R NR1D1 NR1D2 NR1H3 NR2F6 NRIP1 NTRK1 NTRK3 OGT OPN3 OPN4 OPRL1 PASD1 PAX4 PER1 PER2 PER3 PHLPP1 PML PPARA PPARG PPARGC1A PPP1CA PPP1CB PPP1CC PRF1 PRKAA1 PRKAA2 PRKCG PRKDC PRKG2 PRMT5 PROK1 PROK2 PROKR1 PROKR2 PROX1 PSPC1 PTEN PTGDS RAI1 RBM4 RBM4B RELB ROCK2 RORA RORB RORC RPS27A SERPINE1 SETX SFPQ SFTPC SIK1 SIN3A SIRT1 SIX3 SKP1 SLC6A4 SLC9A3 SOX14 SREBF1 STAR SUV39H1 SUV39H2 TH THRAP3 TIMELESS TNFRSF11A TOP1 TOP2A TP53 TPH1 TPH2 TYMS UBA52 UBC UBE3A USP2 UTS2 UTS2R ZFHX3 WP_CKAP4_SIGNALING_PATHWAY_MAP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CKAP4_SIGNALING_PATHWAY_MAP ABCG2 AKT1 ANGPTL2 APAF1 ATM BAX BCL2L11 BIRC5 BMI1 BRCA1 CAND1 CASP1 CASP3 CASP4 CASP5 CASP8 CASP9 CCN2 CCNB1 CCNB2 CCND1 CCNE1 CD44 CD74 CDH1 CDK1 CDK4 CDKN1B CHEK2 CKAP4 CTNNB1 DAP3 DKK1 DKK3 DSP DUSP6 E2F1 EGFR ESR1 FAS FBXO3 FBXW7 GLI2 GOLPH3 GSK3B HSPA1A IL6R ITGA5 ITGB1 ITGB4 JUN KDR LEF1 MAP2K1 MAP2K2 MAPK1 MAPK14 MAPKAPK3 MDM2 MIF MIR527 MIR665 MMP1 MMP14 MMP9 MYC MYCN NANOG NFKB1 NGFR OCLN PARD3 PFDN5 PIK3CA PLAU PLVAP POU5F1 PRKAA2 PTCH1 PTEN PTGER3 PTK2B RAD9A RELA RPS6KA6 SERPINE1 SHH SMAD3 SMAD4 SNAI1 SOX2 SP1 SRC STAT1 SUSD2 TCF7 TGFB2 TGFBR1 TGFBR2 TJP1 TNF TNFRSF10A TNFRSF10B TNFRSF1A TP53 TRAF1 TWIST1 VIM WASF3 WNT3A ZEB1 WP_CLASSICAL_PATHWAY_OF_STEROIDOGENESIS_WITH_GLUCOCORTICOID_AND_MINERALOCORTICOID_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CLASSICAL_PATHWAY_OF_STEROIDOGENESIS_WITH_GLUCOCORTICOID_AND_MINERALOCORTICOID_METABOLISM CYB5A CYP11A1 CYP11B1 CYP11B2 CYP17A1 CYP19A1 CYP21A2 H6PD HSD11B1 HSD11B2 HSD17B3 HSD3B1 HSD3B2 POR SRD5A2 STAR WP_CLEAR_CELL_RENAL_CELL_CARCINOMA_PATHWAYS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CLEAR_CELL_RENAL_CELL_CARCINOMA_PATHWAYS ACACA ACACB ACLY AKT1 AKT1S1 ALDOA ALDOB ALDOC ARNT BAP1 BHLHE41 CAMK1 CDH13 CEP290 CREBBP DEPTOR EFCAB3 EGFR ENO1 ENO2 ENO3 ENPP3 EP300 FASN FLT1 GAPDH GPI GRB10 HIF1A HK1 HK2 HK3 KCNJ2 KDM5C KDR KSR1 LDHA LDHB LDHC LDHD MDH1 ME1 MLST8 MTOR PBRM1 PDGFB PDGFRA PDGFRB PFKL PFKM PFKP PGBD5 PGK1 PGK2 PGM1 PGM2 PHGDH PKLR PKM PLOD2 PSAT1 PSPH PTEN RAPGEF5 RHEB RPTOR SDS SDSL SETD2 SHMT1 SHMT2 SLC2A1 SQSTM1 SSPN STAT3 TGFB1 TGFB2 TGFB3 TOX2 TPI1 TSC1 TSC2 VEGFA VHL ZEB1 WP_CLOCK_CONTROLLED_AUTOPHAGY_IN_BONE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CLOCK_CONTROLLED_AUTOPHAGY_IN_BONE_METABOLISM AKT1 AMBRA1 ARHGAP4 ATG10 ATG101 ATG12 ATG13 ATG16L1 ATG3 ATG4C ATG5 ATG7 BCL2 BECN1 BHLHE40 BHLHE41 BMAL1 BMP2 BMP3 BMP4 BMP5 BMP6 BMPR2 CALCA CHRD CLOCK CRY1 CSF1 CTF1 CTHRC1 CTSK DKK1 DRAM2 EFNB2 FYCO1 HMGB1 IGF1 IL3 IL6 JAK2 LAMP2 LEP LRP5 MAP1LC3A MAP1LC3B MEPE MTOR NFATC1 NOTCH1 NPAS2 NR1D2 PER1 PIK3C3 PLEKHM1 PRKAA2 PTH RB1CC1 RORB RUNX2 SEMA3A SEMA4D SERPINF1 SMAD1 SMAD4 SMAD5 SMAD9 SOST SP7 SQSTM1 TGFB1 TNFRSF11A TNFRSF11B TNFSF11 TRAF6 TRAP1 ULK1 VCP WNT10B WNT16 WNT5A WP_CODEINE_AND_MORPHINE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CODEINE_AND_MORPHINE_METABOLISM ABCB1 ABCC2 ABCC3 CYP2C8 CYP2D6 CYP3A4 SLCO1B1 UGT1A1 UGT1A10 UGT1A6 UGT1A8 UGT1A9 UGT2B4 UGT2B7 WP_COHESIN_COMPLEX_CORNELIA_DE_LANGE_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_COHESIN_COMPLEX_CORNELIA_DE_LANGE_SYNDROME APC AURKB CDCA5 CDK1 ESCO1 ESCO2 ESPL1 HDAC8 MAU2 NIPBL PDS5A PDS5B PLK1 PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PTPA PTTG1 RAD21 REC8 SGO1 SGO2 SMC1A SMC1B SMC3 STAG2 STAG3 WAPL WP_COMMON_PATHWAYS_UNDERLYING_DRUG_ADDICTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_COMMON_PATHWAYS_UNDERLYING_DRUG_ADDICTION ACTB ACTG1 ACTG2 ADCY1 ADCY8 ARAF CALM1 CAMK2A CAMK4 CREB1 DRD1 DRD2 DRD4 GJB1 GNAI1 GNAS GRIA1 GRIA2 GRIA3 GRIA4 GRIN1 GRIN2A GRM1 GRM5 MAP2K1 MAP2K2 MAPK1 MAPK3 PPP1CA PPP1CB PPP1CC PPP1R1A PRKACA PRKACB PRKACG PRKCA PRKCB PRKCG RAF1 RAP1A RAP1B WP_COMPLEMENT_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_COMPLEMENT_ACTIVATION C1QA C1QB C1QC C1R C1S C2 C3 C4A C4B C5 C6 C7 C8A C8B C8G C9 CD55 CFB CFD CFP MASP1 MASP2 WP_COMPLEMENT_AND_COAGULATION_CASCADES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_COMPLEMENT_AND_COAGULATION_CASCADES BDKRB1 C1QA C1QB C1QC C1R C1S C2 C3 C3AR1 C4B C5AR1 C6 C7 C8G C9 CD46 CD55 CFB CFD CFH CFI CLTC CLU CPB2 CR1 CR2 F10 F12 F13B F2 F2R F3 F5 F7 F8 F9 FGB KLKB1 KNG1 LMAN1 MASP1 MASP2 PLAT PLAU PLAUR PLG PROC PROS1 SERPINA1 SERPINA5 SERPINC1 SERPIND1 SERPINE1 SERPINF2 SERPING1 TFPI THBD VWF WP_COMPLEMENT_SYSTEM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_COMPLEMENT_SYSTEM ADIPOQ ADM ALB APCS APOA1 ARRB2 C1QBP C1S C2 C3 C3AR1 C4A C4BPA C5 C5AR1 C5AR2 C6 C7 C8A C9 CALR CD19 CD40 CD46 CD55 CD59 CD93 CFB CFD CFH CFHR2 CFHR4 CFI CFP CLEC4M CPN1 CR1 CR2 CRP CSNK1A1 DCN ELANE F10 F11 F12 F13A1 FCER2 FCGR3A FCN1 FCN2 FGA FGB FGG FKBP2 FPR1 GNA15 GNAI2 GNAI3 IBSP ICAM1 ICAM2 ITGA2 ITGA2B ITGB3 KLKB1 LAMA5 LAMB1 LAMC1 LRP2 MASP1 MASP2 MBL2 PLAUR PLG PRKACA PRKCA PRNP PROS1 PTX3 RPS19 SELE SELL SELP SELPLG SERPING1 SFTPA1 SFTPA2 SPP1 THBS1 TLR2 TXN VSIG4 VTN WAS WP_COMPLEMENT_SYSTEM_IN_NEURONAL_DEVELOPMENT_AND_PLASTICITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_COMPLEMENT_SYSTEM_IN_NEURONAL_DEVELOPMENT_AND_PLASTICITY APAF1 ATP10A ATP11A ATP11C ATP8B1 ATP8B2 ATP8B3 AXL BAK1 BAX BID C1QA C1QB C1QC C1R C1S C2 C3 C3AR1 C4A C4B C4BPA C4BPB C5 C5AR1 C5AR2 C6 C7 C8A C8B C8G C9 CAP1 CASP10 CASP3 CASP7 CASP8 CASP9 CD46 CD55 CD59 CFB CFD CFH CFI CFP CLU COLEC10 COLEC11 COLEC12 CR1 CR2 CRB1 CRB2 CSMD1 CX3CL1 CX3CR1 CYCS DEDD DIABLO DLGAP5 FAS FASLG FCN1 FCN2 FCN3 GAS6 HTRA2 IFNG ITGAM ITGAV ITGAX ITGB2 ITGB3 LLGL2 MARK1 MARK2 MARK3 MASP1 MASP2 MBL1P MBL2 MBP MERTK MFGE8 PALS1 PARD3 PARD6A PARD6B PARD6G PATJ PLSCR1 PLSCR3 PLSCR4 PRKCI PRKCZ PROS1 SCRIB SERPING1 SUSD4 TGFB1 TGFB2 TGFB3 TYRO3 VTN XIAP WP_CONGENITAL_GENERALIZED_LIPODYSTROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CONGENITAL_GENERALIZED_LIPODYSTROPHY AGPAT2 AKT2 BSCL2 CAV1 CAVIN1 DGAT1 DGAT2 FYN GPAT3 GRB2 HIF1A INS IRS1 ITGB4 LPIN1 LPIN2 LPIN3 PIK3CA WP_CONSTITUTIVE_ANDROSTANE_RECEPTOR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CONSTITUTIVE_ANDROSTANE_RECEPTOR_PATHWAY ABCB1 ABCC2 ABCC3 ALAS1 CYP2A6 CYP2B6 CYP2C19 CYP2C9 CYP3A4 CYP3A5 CYP4A11 DNAJC7 EHHADH FOXO1 GSTA2 HSP90AA1 NCOA1 NCOA2 NCOA6 NR1I3 PPARGC1A PTPA RXRA SMC1A SP1 SULT1A1 SULT2A1 UGT1A1 UGT1A4 UGT1A6 UGT1A9 WP_CONTROL_OF_IMMUNE_TOLERANCE_BY_VASOACTIVE_INTESTINAL_PEPTIDE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CONTROL_OF_IMMUNE_TOLERANCE_BY_VASOACTIVE_INTESTINAL_PEPTIDE CD28 CD80 CD86 CTLA4 FAS IFNG IL10 IL12A IL2 IL4 IL5 TGFB1 VIP WP_CONVERSION_OF_ANGIOTENSINOGEN_TO_ANGIOTENSIN_II https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CONVERSION_OF_ANGIOTENSINOGEN_TO_ANGIOTENSIN_II ACE CMA1 CTSD CTSG REN WP_COPPER_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_COPPER_HOMEOSTASIS ADAM10 ADAM17 ADAM9 AKT1 APC APP ATOX1 ATP7A ATP7B BACE1 CASP3 CCND1 CCS COMMD1 COX11 COX17 FOXO1 FOXO3 GSK3B JUN MAPT MDM2 MT1A MT1B MT1E MT1F MT1G MT1H MT1JP MT1L MT1X MT2A MT3 MT4 MTF1 MTF2 PIK3CA PRNP PTEN SCO1 SLC11A2 SLC31A1 SLC31A2 SOD1 SOD3 SP1 STEAP1 STEAP2 STEAP3 STEAP4 TP53 XAF1 XIAP WP_CORI_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CORI_CYCLE ALDOA G6PD GAPDH GPI GPT HK1 INS LDHA PFKP PGAM1 PGK1 PGK2 SLC2A1 SLC2A2 SLC2A4 TALDO1 TPI1 WP_CORTICOTROPIN_RELEASING_HORMONE_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CORTICOTROPIN_RELEASING_HORMONE_SIGNALING_PATHWAY ACACA AKT1 ARRB1 ARRB2 BCL2 BRAF CACNA1H CAMK2A CASP12 CASP3 CASP9 CREB1 CRH CRHBP CRHR1 CRHR2 CTNNB1 CXCL8 CYP11A1 CYP11B1 CYP21A2 ECE1 ELK1 ERN1 FOS FOSB FOSL1 FOSL2 GJA1 GNA11 GNAI1 GNAI2 GNAO1 GNAQ GNAS GNAZ GNB1 GNB2 GNB3 GNB5 GRK3 GRK6 GSK3B HSD3B1 HSD3B2 HSP90AA1 IL18 IL2 IVL JUNB JUND JUP KRT1 KRT14 LINC02210-CRHR1 MAP2K1 MAP3K5 MAPK1 MAPK14 MAPK3 MAPK8 MAPK9 NCOA2 NFKB1 NFKBIA NOS3 NR4A1 NR4A2 PARP1 PLCG1 PLCG2 POMC PRKAA2 PRKCA PRKCB PRKCD PRKCI PRKCQ PTK2 RAF1 RAP1B RAPGEF3 RELA RHOA SP1 STAR SULT2A1 TBX19 TCF4 TFAP2A TGFB1 TLR4 TRIM28 WP_COVID_19_ADVERSE_OUTCOME_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_COVID_19_ADVERSE_OUTCOME_PATHWAY ACE2 AGT CCL2 CCL3 CSF3 CXCL10 CXCL8 IL10 IL1B IL2 IL2RA IL6 IL7 TMPRSS2 TNF WP_COVID_19_AND_ENDOTHELIAL_CELL_SENESCENCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_COVID_19_AND_ENDOTHELIAL_CELL_SENESCENCE ANO6 IL17A IL17RA IL17RC TLR4 WP_COVID_19_THROMBOSIS_AND_ANTICOAGULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_COVID_19_THROMBOSIS_AND_ANTICOAGULATION F13A1 F13B F2 FGA FGB FGG PLG WP_CREATINE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CREATINE_PATHWAY CKB GAMT GATM OAT SLC6A8 WP_CYSTEINE_AND_METHIONINE_CATABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CYSTEINE_AND_METHIONINE_CATABOLISM AHCY BHMT CBS CDO1 CSAD CTH ETHE1 GCLC GOT1 GSS MAT1A MPST MTR SQOR SUOX WP_CYTOKINES_AND_INFLAMMATORY_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CYTOKINES_AND_INFLAMMATORY_RESPONSE CD4 CSF1 CSF2 CSF3 CXCL1 CXCL2 HLA-DRA HLA-DRB1 IFNB1 IFNG IL10 IL11 IL12B IL13 IL15 IL1A IL1B IL2 IL3 IL4 IL5 IL6 IL7 PDGFA TGFB1 TNF WP_CYTOPLASMIC_RIBOSOMAL_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CYTOPLASMIC_RIBOSOMAL_PROTEINS FAU MRPL19 RPL10 RPL10A RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL23 RPL23A RPL24 RPL26 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL37 RPL37A RPL38 RPL39 RPL3L RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS5 RPS6 RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA6 RPS6KB1 RPS6KB2 RPS7 RPS8 RPS9 RPSA UBA52 WP_CYTOSINE_METHYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CYTOSINE_METHYLATION DNMT1 IDH1 IDH2 MBD3 MECP2 TDG TET1 TET2 WP_CYTOSOLIC_DNA_SENSING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CYTOSOLIC_DNA_SENSING_PATHWAY ADAR AIM2 ATG12 ATG5 CASP1 CASP10 CASP8 CCL4 CCL4L2 CCL5 CGAS CHUK CXCL10 CYLD FADD IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IKBKB IKBKE IKBKG IL18 IL1B IL33 IL6 IRF3 IRF7 ISG15 MAVS NFKB1 NFKBIA NFKBIB NLRX1 POLR1C POLR1D POLR2E POLR2F POLR2H POLR2K POLR2L POLR3A POLR3B POLR3C POLR3D POLR3E POLR3F POLR3G POLR3GL POLR3H POLR3K PYCARD RELA RIGI RIPK1 RIPK3 RNF125 STING1 TBK1 TRADD TREX1 TRIM25 ZBP1 WP_DDX1_AS_A_REGULATORY_COMPONENT_OF_THE_DROSHA_MICROPROCESSOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_DDX1_AS_A_REGULATORY_COMPONENT_OF_THE_DROSHA_MICROPROCESSOR ATM DDX1 DGCR8 DROSHA MRE11 NBN RAD50 WP_DEGRADATION_PATHWAY_OF_SPHINGOLIPIDS_INCLUDING_DISEASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_DEGRADATION_PATHWAY_OF_SPHINGOLIPIDS_INCLUDING_DISEASES ARSA GALC GBA1 GLA GLB1 GM2A HEXA HEXB LIPA NEU1 NEU2 NEU3 NEU4 NPC1 NPC2 PSAP SCARB2 WP_DEREGULATION_OF_RAB_AND_RAB_EFFECTOR_GENES_IN_BLADDER_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_DEREGULATION_OF_RAB_AND_RAB_EFFECTOR_GENES_IN_BLADDER_CANCER EXPH5 GCC2 MADD MLPH MYRIP RAB27A RAB27B RPH3A RPH3AL SYTL1 SYTL2 SYTL3 SYTL4 SYTL5 TBC1D10A UNC13D WP_DEVELOPMENT_AND_HETEROGENEITY_OF_THE_ILC_FAMILY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_DEVELOPMENT_AND_HETEROGENEITY_OF_THE_ILC_FAMILY AHR AREG BCL11B EOMES GATA3 GFI1 HNF1A ID2 IFNG IL12A IL12B IL13 IL15 IL17A IL18 IL1B IL22 IL23A IL25 IL33 IL4 IL5 IL6 IL7 IL9 NFIL3 RORA TBX21 TNF TOX TSLP ZBTB16 WP_DEVELOPMENT_OF_PULMONARY_DENDRITIC_CELLS_AND_MACROPHAGE_SUBSETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_DEVELOPMENT_OF_PULMONARY_DENDRITIC_CELLS_AND_MACROPHAGE_SUBSETS BATF3 CSF1 CSF2 FLT3LG ID2 IKZF1 IRF4 IRF8 RUNX2 SPI1 STAT3 TCF4 TPO WP_DEVELOPMENT_OF_URETERIC_COLLECTION_SYSTEM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_DEVELOPMENT_OF_URETERIC_COLLECTION_SYSTEM ANOS1 BMP2 BMP4 BMP5 BMP7 BMPER BMPR1A BMPR2 CCND1 CELSR1 CRIM1 CTDNEP1 CTNNB1 ETV4 EYA1 FAT4 FGFR2 FOXC1 FRAS1 FREM1 FREM2 FST GATA3 GDF11 GDNF GFRA1 GLI1 GLI2 GLI3 GPC3 GREB1L GRIP1 HNF1B HOXA11 HOXD11 ILK ITGA8 ITGB1 LHX1 MYCN PAX2 PBX1 RARA RARB RARG RET ROBO1 ROBO2 SALL1 SHH SIX1 SIX2 SLIT2 SMAD1 SMO SPRY1 TGFB2 VANGL2 WNT11 WT1 WP_DIFFERENTIATION_OF_WHITE_AND_BROWN_ADIPOCYTE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_DIFFERENTIATION_OF_WHITE_AND_BROWN_ADIPOCYTE ADIPOQ BMP2 BMP4 BMP7 CEBPA CEBPB CEBPG CIDEA EBF3 HOXC8 HOXC9 HSPB7 LEP MPZL2 PLAC8 PPARG PPARGC1A PPARGC1B PRDM16 SLC7A10 SMAD1 SMAD5 SMAD9 ZIC1 ZNF423 WP_DISORDERS_IN_KETONE_BODY_SYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_DISORDERS_IN_KETONE_BODY_SYNTHESIS ACAT1 BDH1 HMGCL HMGCS2 OXCT1 WP_DISORDERS_OF_BILE_ACID_SYNTHESIS_AND_BILIARY_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_DISORDERS_OF_BILE_ACID_SYNTHESIS_AND_BILIARY_TRANSPORT ABCB1 ABCB11 ABCB4 ABCC2 ABCC3 ABCC4 ABCD3 ACOX2 AKR1C4 AKR1D1 AMACR ATP8B1 BAAT CYP27A1 CYP7A1 CYP7B1 CYP8B1 FABP6 HSD17B4 HSD3B7 SCP2 SLC10A1 SLC10A2 SLC27A2 SLC27A5 SLC51A SLC51B SLCO1B1 SLCO1B3 WP_DISORDERS_OF_FOLATE_METABOLISM_AND_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_DISORDERS_OF_FOLATE_METABOLISM_AND_TRANSPORT ALDH1L1 ALDH1L2 ATIC DHFR FOLR1 FTCD GART MTHFD1 MTHFD2 MTHFD2L MTHFR MTHFS MTR QDPR SHMT1 SHMT2 SLC19A1 SLC46A1 TYMS WP_DISORDERS_OF_FRUCTOSE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_DISORDERS_OF_FRUCTOSE_METABOLISM ALDH1A1 ALDOB FBP1 G6PC1 GLYCTK GPI HK1 KHK PFKL PGM1 SLC2A2 SLC5A1 SORD TPI1 WP_DISORDERS_OF_GALACTOSE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_DISORDERS_OF_GALACTOSE_METABOLISM AKR1B1 GALE GALK1 GALT GBE1 GYG1 GYG2 GYS1 GYS2 PGM1 PYGL SLC2A2 SLC5A1 WP_DISRUPTION_OF_POSTSYNAPTIC_SIGNALING_BY_CNV https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_DISRUPTION_OF_POSTSYNAPTIC_SIGNALING_BY_CNV ARC CAMK2A CAMK2B CAMK2D CAMK2G CYFIP1 DLG1 DLG2 DLGAP1 FMR1 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRM1 HOMER1 MAPK1 MAPK3 NLGN1 NLGN2 NLGN3 NLGN4X NRXN1 NRXN2 NRXN3 RPH3A RYR2 SHANK1 STX1A SYNGAP1 TJP1 YWHAG WP_DISTURBED_PATHWAYS_IN_DUCHENNE_MUSCULAR_DYSTROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_DISTURBED_PATHWAYS_IN_DUCHENNE_MUSCULAR_DYSTROPHY AGTR1 ATP2A1 CACNA1F CACNA1S CACNA2D1 CACNB1 CACNB2 CACNG1 CAMK2D CAPN3 CASP9 CASQ1 CCN2 CYBB DAG1 DMD DTNA ELANE FGA FGB FGG FKBP1A GLI1 GP2 HSPA9 IL10 IL1A IL6 ITPR1 ITPR2 ITPR3 MCU MCUB MMP2 MMP9 MPO NFKB1 NFKBIA NOS2 NOX4 ORAI1 PLA2G2A PLA2G4A PLAU PPIF PRG3 PRKAA1 PRKAA2 RYR1 SARAF SCX SERPINE1 SGCA SIGMAR1 SLC25A5 SLN SMAD2 SMAD3 SMAD4 SNTB1 SPP1 SSPN STIM1 TGFB1 TGFBR1 TGFBR2 TNF TNNI1 TOMM20 TRDN TRPC1 TRPC3 TRPC6 VDAC1 WP_DNA_DAMAGE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_DNA_DAMAGE_RESPONSE ABL1 AKT1 APAF1 ATM ATR ATRIP BAX BBC3 BID BRCA1 CASP3 CASP8 CASP9 CCNB1 CCNB2 CCNB3 CCND1 CCND2 CCND3 CCNE1 CCNE2 CDC25A CDC25C CDK1 CDK2 CDK4 CDK5 CDK6 CDKN1A CDKN1B CHEK1 CHEK2 CREB1 CYCS DDB2 E2F1 FANCD2 FAS GADD45A GADD45B GADD45G H2AX HUS1B MDM2 MRE11 MYC NBN PIDD1 PMAIP1 PML PRKDC RAD1 RAD17 RAD50 RAD51 RAD52 RAD9A RB1 RFC1 RPA2 RRM2B SESN1 SFN SMC1A TLK1 TLK2 TNFRSF10B TP53 TP53AIP1 WP_DNA_DAMAGE_RESPONSE_ONLY_ATM_DEPENDENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_DNA_DAMAGE_RESPONSE_ONLY_ATM_DEPENDENT ABL1 AKT1 AKT2 AKT3 APC ATM AXIN1 BAD BAK1 BAX BBC3 BCL2 BCL2L11 BCL6 BIK CAT CCND1 CCND2 CCND3 CCNG2 CDC42 CDKN1A CDKN1B CDKN2A CTNNB1 DVL1 DVL2 DVL3 ERBB2 FASLG FOSL1 FOXO3 FRAT1 G6PC1 GRB2 GSK3B HMGB1 HRAS INSR IRS1 JUN KRAS LDLR LEF1 MAP3K1 MAP3K4 MAP3K7 MAPK1 MAPK10 MAPK8 MAPK9 MDM2 MLKL MYC NFKB1 NFKB2 NRAS PCK2 PDK1 PIK3C2A PIK3C2B PIK3C2G PIK3C3 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R4 PIK3R5 PLAU PMAIP1 PPP2R5C PPP2R5E PTEN RAC1 RAC2 RAC3 RBL2 RHOA SCP2 SHC1 SMAD3 SMAD4 SOD2 SOS1 SOS2 TCF7 TCF7L1 TCF7L2 TGFB1 TP53 TP73 WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WP_DNA_IR_DAMAGE_AND_CELLULAR_RESPONSE_VIA_ATR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_DNA_IR_DAMAGE_AND_CELLULAR_RESPONSE_VIA_ATR ABRAXAS1 ATM ATR ATRIP BARD1 BCL6 BRCA1 BRCA2 BRCC3 BRIP1 CDC25C CDC45 CDK1 CDK2 CEP164 CHEK1 CHEK2 CLK2 CLSPN DCLRE1A E2F1 EEF1E1 EXO1 FANCA FANCD2 FANCI FEN1 FOXM1 H2AX HERC2 HUS1 IKBKG MCM2 MCPH1 MDC1 MDM2 MLH1 MRE11 MSH2 NBN PALB2 PARP1 PCNA PLK1 PML POLB POLN PPM1D PRKDC RAD1 RAD17 RAD50 RAD51 RAD52 RAD9A RBBP8 RECQL RECQL4 RECQL5 RFWD3 RMI1 RPA1 RPA2 SEM1 SMARCAL1 SMARCC2 SMC1A SP1 TDP1 TOP3A TOPBP1 TP53 TP53BP1 TRIM28 UBE2D3 UIMC1 UPF1 USP1 WRN XPA XRCC5 WP_DNA_IR_DOUBLE_STRAND_BREAKS_AND_CELLULAR_RESPONSE_VIA_ATM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_DNA_IR_DOUBLE_STRAND_BREAKS_AND_CELLULAR_RESPONSE_VIA_ATM ABL1 ACTL6A APAF1 ATF2 ATM ATR BAK1 BAX BID BLM BRCA1 BRCA2 CASP3 CASP9 CDC25C CDK5 CDKN2A CHEK1 CHEK2 DCLRE1C E2F1 EXO1 FANCD2 H2AX HSF1 KAT5 LATS1 MCPH1 MDC1 MDM2 MRE11 NABP2 NBN PARP1 PCNA PRKDC RAD17 RAD50 RAD51 RAD52 RAD9A RASSF1 RIF1 RNF8 SMC1A SMC3 STK3 TERF2 TP53 TP53BP1 TP73 TRAF6 TRIM28 UPF1 YAP1 WP_DNA_MISMATCH_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_DNA_MISMATCH_REPAIR EXO1 LIG1 MLH1 MSH2 MSH6 PCNA PMS2 POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 WP_DNA_REPAIR_PATHWAYS_FULL_NETWORK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_DNA_REPAIR_PATHWAYS_FULL_NETWORK APEX1 APEX2 ATM ATR BRCA1 BRCA2 BRIP1 CCNH CDK7 CENPS CENPX CETN2 CHEK1 CUL4A CUL4B DCLRE1C DDB1 DDB2 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 EXO1 FAAP100 FAAP24 FAN1 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FEN1 GTF2H1 GTF2H2 GTF2H2C GTF2H3 GTF2H4 GTF2H5 H2AX HMGB1 LIG1 LIG3 LIG4 MBD4 MGMT MLH1 MNAT1 MPG MRE11 MSH2 MSH3 MSH6 MUTYH NBN NEIL2 NEIL3 NHEJ1 NTHL1 OGG1 PALB2 PARP1 PARP2 PCNA PMS2 PNKP POLB POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POLH POLI POLK POLL POLM PRKDC RAD23A RAD23B RAD50 RAD51 RAD51C RAD52 RAD54B RAP1A RBX1 REV1 REV3L RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 SMUG1 TDG TERF2 UNG USP1 WDR48 WRN XPA XPC XRCC1 XRCC4 XRCC5 XRCC6 WP_DNA_REPLICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_DNA_REPLICATION CDC45 CDC6 CDC7 CDK2 CDT1 DBF4 GMNN MCM10 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 ORC1 ORC2 ORC3 ORC4 ORC5 ORC6 PCNA POLA1 POLA2 POLD1 POLD2 POLD3 POLD4 POLE POLE2 PRIM1 PRIM2 RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 RPA4 UBA52 UBC WP_DOPAMINERGIC_NEUROGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_DOPAMINERGIC_NEUROGENESIS ALDH1A1 ASCL1 CDKN1C DDC EN1 EN2 FGF8 FOXA2 GBX2 GLI1 GLI2 LMX1A LMX1B MSX1 NEUROD1 NEUROG2 NKX2-2 NKX6-1 NR4A2 OTX2 PITX3 RET SHH SLC18A2 SLC6A3 SOX2 STAT3 TGFB1 TH WNT1 WP_DOPAMINE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_DOPAMINE_METABOLISM COMT DDC MAOA MAOB NQO1 PPP2CA PPP2CB PRKACA PRKACB PRKACG SOD1 TH TYR WP_DRAVET_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_DRAVET_SYNDROME AKT1 CALM1 CAMK2A CHD2 FGF13 HCN1 KCNA2 MAPK11 MAPKAP1 MLST8 MTOR NFKB1 PCDH19 PIK3CA PRKCA PRR5 PRR5L RICTOR SCN1A SCN1B SCN2A SCN2B SCN3A SCN3B SCN4B SCN8A STXBP1 TNF WP_DRUG_INDUCTION_OF_BILE_ACID_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_DRUG_INDUCTION_OF_BILE_ACID_PATHWAY ABCB1 ABCB11 ABCC2 ABCC3 ABCC4 BAAT CYP3A4 CYP7A1 NR1H4 NR1I2 NR1I3 SLC10A1 SLC51A SLC51B SLCO1B1 SULT2A1 VDR WP_DUAL_HIJACK_MODEL_OF_VIF_IN_HIV_INFECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_DUAL_HIJACK_MODEL_OF_VIF_IN_HIV_INFECTION APOBEC3G CBFB CUL5 ELOB ELOC RBX1 RUNX1 UBB WP_DYRK1A_INVOLVEMENT_REGARDING_CELL_PROLIFERATION_IN_BRAIN_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_DYRK1A_INVOLVEMENT_REGARDING_CELL_PROLIFERATION_IN_BRAIN_DEVELOPMENT AKT1S1 AMPH APH1A APP BACE1 CASP3 CASP9 CCND1 CDK4 CDK6 CDKN1B CREB1 CRY2 CSNK1A1 DCAF7 DEPTOR DLL1 DNER DNM1 DYRK1A E2F4 E2F5 EIF2B5 FGF2 FOXO1 GLI1 GMNN GSK3B H3-3A HES1 HES5 HIP1 LATS2 LIN37 LIN52 LIN54 LIN9 MAPT MLST8 MTOR NCSTN NEUROG2 NFATC1 NOTCH1 PSEN1 PSENEN RAD54L2 RBBP4 RBL1 RBL2 REST RPTOR SIRT1 SMARCB1 SPRY2 TFAP4 TFDP1 TFDP2 TFDP3 TP53 TSC1 TSC2 WP_EBOLA_VIRUS_INFECTION_IN_HOST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_EBOLA_VIRUS_INFECTION_IN_HOST ACTB ACTG1 ACTN1 ACTN4 ADAM17 AKT1 ASGR1 AXL BST2 C1QBP CAV1 CAV2 CAV3 CD209 CD300A CDC42 CLEC10A CLEC4G CLEC4M CLEC6A CLTA CLTB CLTC CLTCL1 CREBBP CTSB CTSL DAB2IP EGFR EIF2AK2 EIF2S1 EP300 EPS15 FLNA FLNB FLNC FOLR1 GAS6 GSN HAVCR1 HAVCR2 HLA-A HLA-B HLA-C HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB5 HLA-E HLA-F HLA-G ICAM2 ICAM3 IGF1R IKBKE IL4 IQGAP1 IRF3 IRF7 ITGA1 ITGA2 ITGA3 ITGA4 ITGA5 ITGA6 ITGAV ITGB1 ITGB3 KPNA1 MAPK1 MAPK3 MBL2 MERTK MFGE8 NEDD4 NFKB1 NFKB2 NPC1 NPC2 PAK1 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PRKRA RAB5A RAB7A RAB9A RAC1 RASA2 REL RELA RELB RFC1 RHOA RHOB RHOC RIGI SCIN SOCS3 STAT1 TBK1 TFAP2A TIAM1 TIMD4 TLR4 TOP1 TPCN2 TSG101 TYRO3 VAV2 VPS11 VPS16 VPS18 VPS33A VPS39 VPS41 VPS4A WP_EBSTEIN_BARR_VIRUS_LMP1_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_EBSTEIN_BARR_VIRUS_LMP1_SIGNALING CCL20 CCL5 CHUK CXCL8 HSP90AA1 IFNB1 IKBKB IKBKG IRAK1 MAP3K14 MAP3K3 MAP3K7 MAPK1 MAPK8 NFKB1 NFKB2 NFKBIA PDLIM7 RELA TNF TRADD TRAF1 TRAF6 WP_ECTODERM_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ECTODERM_DIFFERENTIATION ABCC4 AHI1 ANKS1B ARHGAP10 ARHGAP15 ARHGDIG ARHGEF9 ARX ASTN1 BAZ1A BCAS3 BCOR BMP4 BMPR1A BOC C1GALT1 CAP2 CCDC88C CCL2 CDH6 CDH8 CDON CELSR2 CLDN11 CLVS1 CROCCP2 CTBP1 CTNNA2 CTNNB1 CTNND2 DMD EDA EDA2R ELOVL2 ELOVL4 FGFR2 FHL2 FOXA2 FOXL1 FYN FZD4 FZD5 FZD8 GAS2L1 GATA6 GLB1 GLI3 GRAMD1B GREB1 H2BC9 HDAC10 HDAC6 HESX1 HMGB2 JAKMIP1 JUP KCNK10 KIFC3 KRT6A LDB2 LHX1 LY6E MAFB MECP2 MIR15B MIR34C MIR361 MKS1 MYC MYORG MZF1 NARS2 NF2 NFATC1 NLGN1 NLK NR2F2 NUMA1 OGT PAN2 PAX3 PAX6 PDE7A PGM1 PHF8 PI4KA PIM1 PLCXD3 PLXNA2 PODXL POU2F2 PPARD PPFIBP2 PRKAG2 PTPN13 PTPRB RAB8B RGMA RHPN1 RIT1 ROR2 RRBP1 SCHIP1 SDCBP SERPINB6 SGSM3 SHH SIX6 SKIL SMAD4 SMURF1 SNCA SOCS2 SORCS1 SOX2 SPRY2 ST8SIA4 STC1 STX16 TBL1X TCF3 TCF7L1 TFAP2A TFAP2C TLE5 TNFRSF11B TOX3 TRIM33 TRPM2 TSC22D1 TSKU TTC14 UBTF VAX2 WDR44 WNT1 YJU2B ZBTB16 ZBTB2 ZBTB7B ZFHX4 ZNF219 WP_EDA_SIGNALING_IN_HAIR_FOLLICLE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_EDA_SIGNALING_IN_HAIR_FOLLICLE_DEVELOPMENT BMP1 DKK1 DKK4 EDA EDAR EDARADD GLI1 LTB PTCH1 RELB SHH SOSTDC1 WNT3 WP_EFFECTS_OF_NITRIC_OXIDE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_EFFECTS_OF_NITRIC_OXIDE AOX1 HBA1 MB MT-CO1 NOS1 NOS2 NOS3 XDH WP_EFFECT_OF_INTESTINAL_MICROBIOME_ON_ANTICOAGULANT_RESPONSE_OF_VITAMIN_K_ANTAGONISTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_EFFECT_OF_INTESTINAL_MICROBIOME_ON_ANTICOAGULANT_RESPONSE_OF_VITAMIN_K_ANTAGONISTS CD36 CYP2C9 NPC1L1 NR1I2 PPARA PPARD SCARB1 VDR WP_EFFECT_OF_PROGERIN_ON_GENES_INVOLVED_IN_HUTCHINSON_GILFORD_PROGERIA_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_EFFECT_OF_PROGERIN_ON_GENES_INVOLVED_IN_HUTCHINSON_GILFORD_PROGERIA_SYNDROME CBX1 CBX3 CBX5 CHD3 CHD4 E2F1 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 HDAC1 HDAC2 INPP5K KDM1A LEF1 MBD2 MBD3 MTA1 MTA2 MTA3 RB1 RBBP4 RBBP7 SREBF1 SUV39H1 TP53 WP_EGFR_TYROSINE_KINASE_INHIBITOR_RESISTANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_EGFR_TYROSINE_KINASE_INHIBITOR_RESISTANCE AKT1 AKT2 AKT3 ARAF AXL BAD BAX BCL2 BCL2L1 BCL2L11 BRAF CCND1 EGF EGFR EIF4E EIF4E2 EIF4EBP1 ERBB2 ERBB3 FGF2 FGFR2 FGFR3 FOXO3 GAB1 GAS6 GRB2 GSK3B HGF HRAS IGF1 IGF1R IL6 IL6R JAK1 JAK2 KDR KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 MET MRAS MTOR MYC NF1 NRAS NRG1 NRG2 PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PDPK1 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PLCG1 PLCG2 PRKCA PRKCB PRKCG PTEN RAF1 RPS6 RPS6KB1 RPS6KB2 RRAS RRAS2 SHC1 SHC2 SHC3 SHC4 SOS1 SOS2 SRC STAT3 TGFA VEGFA WP_EGF_EGFR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_EGF_EGFR_SIGNALING_PATHWAY ABI1 ABL1 AKT1 AP2A1 AP2B1 AP2M1 AP2S1 ARF6 ARHGEF1 ASAP1 ATF1 ATXN2 BCAR1 BRAF CAMK2A CAV1 CAV2 CBL CBLB CBLC CDC42 CFL1 CREB1 CRK CRKL CSK DNM1 DOK2 E2F1 EGF EGFR EIF4EBP1 ELK1 ELK4 EPN1 EPS15 EPS15L1 EPS8 ERBB2 ERRFI1 FOS FOSB FOXO1 FOXO4 GAB1 GAB2 GJA1 GRB10 GRB2 HGS HRAS INPP5D INPPL1 IQGAP1 IQSEC1 ITCH JAK1 JAK2 JUN JUND KRAS LIMK2 MAP2K1 MAP2K2 MAP2K5 MAP3K1 MAP3K2 MAP3K3 MAP3K4 MAP4K1 MAPK1 MAPK14 MAPK4 MAPK7 MAPK8 MAPK9 MEF2A MEF2C MEF2D MT-CO2 MTOR NCK1 NCK2 NCOA3 NDUFA13 NEDD4 NEDD8 NOS3 PAK1 PCNA PDPK1 PEBP1 PIAS3 PIK3C2B PIK3R1 PIK3R2 PLCE1 PLCG1 PLD1 PLD2 PLSCR1 PRKCA PRKCB PRKCD PRKCI PRKCZ PTEN PTK2 PTK2B PTK6 PTPN11 PTPN12 PTPN5 PTPRR PXDN RAB5A RAC1 RAF1 RALA RALB RALBP1 RALGDS RAP1A RASA1 REPS2 RICTOR RIN1 ROCK1 RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA5 RPS6KB1 SH2D2A SH3GL2 SH3GL3 SH3KBP1 SHC1 SOS1 SOS2 SP1 SPRY2 SRC STAM STAM2 STAMBP STAT1 STAT3 STAT5A STAT5B STMN1 STXBP1 SYNJ1 TNK2 USP6NL USP8 VAV1 VAV2 VAV3 WP_EICOSANOID_METABOLISM_VIA_CYCLOOXYGENASES_COX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_EICOSANOID_METABOLISM_VIA_CYCLOOXYGENASES_COX ACAA1 ACOX1 ACOX2 ACOX3 AKR1B1 CYP4A11 CYP4A22 CYP4F12 CYP4F2 EHHADH HPGD PLA2G4A PLA2G4B PLA2G5 PLA2G6 PPARD PPARG PRXL2B PTGDR PTGDR2 PTGDS PTGES PTGFR PTGIR PTGIS PTGR1 PTGR2 PTGS1 PTGS2 TBXA2R TBXAS1 WP_EICOSANOID_METABOLISM_VIA_CYTOCHROME_P450_MONOOXYGENASES_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_EICOSANOID_METABOLISM_VIA_CYTOCHROME_P450_MONOOXYGENASES_PATHWAY CYP2C18 CYP2C8 CYP4A11 CYP4A22 CYP4F12 CYP4F2 EPHX2 PPARA PPARG WP_EICOSANOID_METABOLISM_VIA_LIPOOXYGENASES_LOX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_EICOSANOID_METABOLISM_VIA_LIPOOXYGENASES_LOX ACAA1 ACOX1 ACOX2 ACOX3 ALOX12 ALOX15 ALOX5 CYP4A11 CYP4A22 CYP4F12 CYP4F2 CYSLTR1 CYSLTR2 DPEP1 EHHADH FPR2 GGT5 HPGD LTA4H LTB4R LTB4R2 LTC4S PPARA PPARD PTGR1 PTGR2 TRPA1 TRPV1 WP_EICOSANOID_SYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_EICOSANOID_SYNTHESIS AKR1C3 ALOX12 ALOX15 ALOX15B ALOX5 ALOX5AP CBR1 DPEP1 GGT1 LTA4H LTC4S PLA2G4A PLA2G4B PLA2G5 PLA2G6 PRXL2B PTGDS PTGES PTGES2 PTGIS PTGS1 PTGS2 TBXAS1 WP_ELECTRON_TRANSPORT_CHAIN_OXPHOS_SYSTEM_IN_MITOCHONDRIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ELECTRON_TRANSPORT_CHAIN_OXPHOS_SYSTEM_IN_MITOCHONDRIA ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5IF1 ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5PB ATP5PD ATP5PF ATP5PO COX11 COX15 COX17 COX4I1 COX5A COX5B COX6A1 COX6A2 COX6B1 COX6C COX7A1 COX7A2 COX7A2L COX7B COX7C COX8A DMAC2L MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA3 NDUFA4 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFB1 NDUFB10 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 SCO1 SDHA SDHB SDHC SDHD SLC25A14 SLC25A27 SLC25A4 SLC25A5 SLC25A6 SURF1 UCP1 UCP2 UCP3 UQCR10 UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRH UQCRQ WP_EMBRYONIC_STEM_CELL_PLURIPOTENCY_PATHWAYS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_EMBRYONIC_STEM_CELL_PLURIPOTENCY_PATHWAYS ACTR2 ACVR1 AKT1 AKT2 AKT3 APC ARAF AXIN1 BMP4 BMPR1A BMPR1B BMPR2 BRAF CTNNB1 DVL1 DVL2 DVL3 EGF EGFR ELK1 ERAS FGF1 FGF10 FGF11 FGF12 FGF13 FGF14 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFR4 FOS FZD1 FZD2 FZD3 FZD4 FZD5 FZD6 FZD7 FZD8 FZD9 GAB1 GRB2 GSK3B HNF1A HRAS IL6ST JAK1 JUN LIF LIFR LRP5 LRP6 MAP2K1 MAP2K2 MAP2K3 MAP2K5 MAP2K6 MAPK1 MAPK12 MAPK4 MAPK6 MAPK7 MDM2 MTOR NOG PDGFA PDGFB PDGFRA PDGFRB PIK3CD PIK3R2 PTEN PTPN11 RAF1 SELENOP SMAD1 SMAD4 SMAD5 SMAD6 SMAD7 SMAD9 SOS1 STAT3 WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT9B WP_ENDOCHONDRAL_OSSIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ENDOCHONDRAL_OSSIFICATION ACAN ADAMTS1 ADAMTS4 ADAMTS5 AKT1 ALPL BMP6 BMP7 BMPR1A CAB39 CALM1 CDKN1C CHST11 COL10A1 COL2A1 CST5 CTSV DDR2 ENPP1 FGF18 FGF2 FGFR1 FGFR3 FRZB GH1 GHR GLI3 HDAC4 HMGCS1 IFT88 IGF1 IGF1R IGF2 IHH KIF3A MEF2C MGP MMP13 MMP9 NKX3-2 PLAT PLAU PRKACA PTCH1 PTH PTH1R PTHLH RUNX2 RUNX3 SCIN SERPINH1 SLC38A2 SOX5 SOX6 SOX9 SPP1 STAT1 STAT5B TGFB1 TGFB2 THRA TIMP3 VEGFA WP_ENDOCHONDRAL_OSSIFICATION_WITH_SKELETAL_DYSPLASIAS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ENDOCHONDRAL_OSSIFICATION_WITH_SKELETAL_DYSPLASIAS ACAN ADAMTS1 ADAMTS4 ADAMTS5 AKT1 ALPL BMP6 BMP7 BMPR1A CAB39 CALM1 CDKN1C CHST11 COL10A1 COL2A1 CST5 CTSV DDR2 ENPP1 FGF18 FGF2 FGFR1 FGFR3 FRZB GH1 GHR GLI3 HDAC4 HMGCS1 IFT88 IGF1 IGF1R IGF2 IHH KIF3A MEF2C MGP MMP13 MMP9 NKX3-2 PLAT PLAU PRKACA PTCH1 PTH PTH1R PTHLH RUNX2 RUNX3 SCIN SERPINH1 SLC38A2 SOX5 SOX6 SOX9 SPP1 STAT1 STAT5B TGFB1 TGFB2 THRA TIMP3 VEGFA WP_ENDODERM_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ENDODERM_DIFFERENTIATION ACACA AEBP2 AHDC1 APC APP ASCC3 ATP8B2 BCORL1 BMP7 BMPR1A BPTF BTAF1 C1QBP CAND1 CDC73 CDYL CEBPZ CEP250 CER1 CRTC1 CTBP2 CTNNB1 CTR9 CUL4B DAB2 DDAH1 DIP2A DKK1 DNMT3B DUSP2 DUSP4 DUSP5 ELAVL1 ELK4 ELP4 EMSY EOMES EPB41L5 EXT1 EZH2 FOXA1 FOXA2 FOXH1 FOXN3 FOXO1 GATA4 GATA6 GDF3 GLI2 GRHL2 HHEX HNF1B HOXA1 HOXC11 HPRT1 JARID2 KDM4A LAMC1 LEF1 LEO1 LHX1 LRPPRC MAD2L2 MAP2K3 MBTD1 MIR141 MIR373 MIR375 MIXL1 MTF2 NAA15 NABP2 NANOG NCAPG2 NKX2-1 NLK NME1 NODAL NOG NOTCH1 NR3C1 ONECUT1 OTX2 PABPC1 PAF1 PARP8 PAX3 PAX9 PBX1 PBX3 PHF6 PIAS1 PLCH1 POU5F1 PRDM14 PTHLH RAB38 RARG RFX7 RGS10 RTF1 SESN1 SFMBT1 SFRP1 SIAH2 SLC2A12 SMAD2 SMAD3 SMAD4 SOX17 SOX2 SOX21 SOX7 SP4 STAT1 TAF4B TAF5 TBX21 TCEAL2 TCF4 TCF7 TCF7L1 TET1 TGFB1 TNRC6C TOX TOX3 TRERF1 TRIM5 TRIM71 UBR5 VAV3 WDFY2 WDHD1 WNT3 WNT8A WWC1 ZBTB17 ZFHX4 ZIC3 ZIC5 ZNF281 ZNF462 WP_ENDOMETRIAL_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ENDOMETRIAL_CANCER AKT1 AKT2 AKT3 APC APC2 ARAF AXIN1 AXIN2 BAD BAK1 BAX BRAF CASP9 CCND1 CDH1 CDKN1A CTNNA1 CTNNA2 CTNNA3 CTNNB1 DDB2 EGF EGFR ELK1 ERBB2 FGF1 FGF2 FGFR1 FGFR2 FGFR3 FOS FOXO3 GADD45A GADD45B GADD45G GRB2 GSK3B HRAS ILK KRAS LEF1 MAP2K1 MAP2K2 MAPK1 MAPK3 MYC NRAS PDPK1 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 POLK PTEN RAF1 SOS1 SOS2 TCF7 TCF7L1 TCF7L2 TP53 WP_ENDOPLASMIC_RETICULUM_STRESS_RESPONSE_IN_CORONAVIRUS_INFECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ENDOPLASMIC_RETICULUM_STRESS_RESPONSE_IN_CORONAVIRUS_INFECTION ATF4 ATF6 BCL2 DDIT3 EIF2AK1 EIF2AK2 EIF2AK3 EIF2S1 ERN1 HSPA5 MAP1LC3A MAPK8 MBTPS1 MBTPS2 PPP1CA PPP1CB PPP1CC PPP1R10 PPP1R11 PPP1R12A PPP1R12B PPP1R12C PPP1R13B PPP1R14A PPP1R14B PPP1R14C PPP1R14D PPP1R15A PPP1R15B PPP1R16A PPP1R16B PPP1R1A PPP1R1B PPP1R1C PPP1R2 PPP1R3A PPP1R3B PPP1R3C PPP1R3D PPP1R3E PPP1R3F PPP1R3G PPP1R7 PPP1R8 PPP1R9A XBP1 WP_ENDOTHELIN_PATHWAYS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ENDOTHELIN_PATHWAYS ADCY10 ADRA1A ADRB1 ATP2A2 CAD CALCA CALCRL CALM1 CNN1 ECE1 EDN1 EDNRA EDNRB GNA15 GNAI1 GNAS GNB5 GNG13 GUCY1B2 MAP2K1 MAPK1 MT-CO2 MYL1 MYLK NOS3 NPY NPY1R PLCB1 PRKCA PTGIR RAF1 RAMP1 RIIAD1 WP_ENERGY_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ENERGY_METABOLISM ATF2 BORCS8-MEF2B CAMK2G CAMK4 CREB1 EP300 ESRRA FOXO1 FOXO3 GABPA GSK3B HDAC1 MAPK14 MED1 MEF2A MEF2B MEF2C MEF2D MYBBP1A NCOA1 NRF1 PPARA PPARD PPARG PPARGC1A PPARGC1B PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PPRC1 PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 PRMT1 RXRA SIRT1 SIRT3 TFAM TFB1M TFB2M UCP2 UCP3 WP_ENTEROCYTE_CHOLESTEROL_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ENTEROCYTE_CHOLESTEROL_METABOLISM ABCA1 ABCG5 ABCG8 ACAT2 APOA1 APOA4 APOB CD36 CYP51A1 DGAT1 DHCR24 DHCR7 EBP FABP2 FDFT1 FDPS HMGCR HMGCS1 HSD17B7 IDI1 LBR LDLR LSS MGAT1 MSMO1 MTTP MVD MVK NPC1L1 NSDHL PMVK SAR1B SC5D SLC27A4 SQLE TM7SF2 WP_ENTEROHEPATIC_CIRCULATION_OF_BILE_ACIDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ENTEROHEPATIC_CIRCULATION_OF_BILE_ACIDS ABCB1 ABCB11 ABCC2 ABCC3 ABCC4 FABP6 SLC10A1 SLC10A2 SLC51A SLC51B SLCO1B1 SLCO1B3 WP_ENVELOPE_PROTEINS_AND_THEIR_POTENTIAL_ROLES_IN_EDMD_PHYSIOPATHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ENVELOPE_PROTEINS_AND_THEIR_POTENTIAL_ROLES_IN_EDMD_PHYSIOPATHOLOGY ADCY1 ADCY10 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 BANF1 CCN2 CFL1 EMD GRB2 HRAS KIF5B KRAS LBR LEMD3 MAP2K1 MAP2K2 MAP3K9 MAPK1 MAPK3 NRAS PLEC RHOA SMAD2 SMAD3 SMAD4 SOS1 SOS2 SRF SUN1 SYNE1 SYNE2 SYNE3 SYNE4 TAFAZZIN TGFB1 TGFB2 TGFB3 TMEM43 TMPO YY1AP1 WP_EPITHELIAL_TO_MESENCHYMAL_TRANSITION_IN_COLORECTAL_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_EPITHELIAL_TO_MESENCHYMAL_TRANSITION_IN_COLORECTAL_CANCER AKT1 AKT2 AKT3 CDH1 CDH2 CDKL2 CLDN1 CLDN10 CLDN11 CLDN12 CLDN14 CLDN15 CLDN16 CLDN17 CLDN18 CLDN19 CLDN2 CLDN20 CLDN22 CLDN23 CLDN24 CLDN3 CLDN4 CLDN5 CLDN6 CLDN7 CLDN8 CLDN9 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 CRB3 CTDSP1 CTNNB1 DLK1 DLL1 DLL3 DLL4 DSP EED EIF5A2 EZH2 FMNL2 FN1 FOXC2 FOXM1 FOXQ1 FZD1 FZD10 FZD2 FZD3 FZD4 FZD5 FZD6 FZD7 FZD8 FZD9 GDF15 GRB2 GSK3B HIF1A HRAS ID1 ID2 ITGA5 JAG1 JAG2 JUP KRAS LATS2 LRP5 LRP6 MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K6 MAPK1 MAPK11 MAPK12 MAPK13 MAPK14 MAPK3 MAPK8 MEF2D MIR9-2 MMP15 MMP2 MMP9 NOTCH1 NOTCH2 NOTCH3 NOTCH4 NR2C2 NRP2 NUBPL OCLN PAK1 PALS1 PDCD6 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PKD1 PKP1 PKP2 PROX1 RAF1 RBBP4 RBPJ SHC1 SMAD2 SMAD3 SMAD4 SNAI1 SNAI2 SOS1 SOS2 SPARC STRAP SUZ12 TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TJP1 TMPRSS4 TP53 TRAF6 TUSC3 TWIST1 TWIST2 VTN WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT8A WNT8B WNT9A WNT9B ZEB1 ZEB2 WP_EPO_RECEPTOR_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_EPO_RECEPTOR_SIGNALING AKT1 CISH EPO EPOR GRB2 IRS1 IRS2 JAK2 MAP2K1 MAP2K2 MAPK1 MAPK3 PDK1 PIK3CG PTPRC PTPRU RAF1 RASA1 SHC1 SOCS1 SOS1 SRC STAT1 STAT3 STAT5A STAT5B WP_ERBB_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ERBB_SIGNALING_PATHWAY ABL1 ABL2 AKT1 AKT2 AKT3 ARAF AREG BAD BCL2L11 BRAF BTC BUB1B-PAK6 CAMK2A CAMK2B CAMK2D CAMK2G CBL CBLB CCND1 CDKN1A CDKN1B CRK CRKL EGF EGFR EIF4EBP1 ELK1 ERBB2 ERBB3 ERBB4 EREG FOXO1 GAB1 GRB2 GSK3B HBEGF HRAS JUN KRAS MAP2K1 MAP2K2 MAP2K4 MAP2K7 MAPK1 MAPK10 MAPK3 MAPK8 MAPK9 MDM2 MTOR MYC NCK1 NCK2 NRAS NRG1 NRG2 NRG3 NRG4 PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 PDPK1 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PLCG2 PRKCA PRKCB PRKCG PTK2 RAF1 RPS6KB1 RPS6KB2 SHC1 SHC2 SHC3 SHC4 SOS1 SOS2 SRC STAT5A STAT5B TGFA TP53 WP_ERK_PATHWAY_IN_HUNTINGTON_39_S_DISEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ERK_PATHWAY_IN_HUNTINGTON_39_S_DISEASE BDNF CASP3 CASP7 CREB1 EGF EGFR ELK1 GRM1 HRAS HTT MAP2K7 MAPK1 NTRK2 RAF1 RPS6KA5 WP_ESTRADIOL_REGULATION_IN_PORTO_SINUSOIDAL_VASCULAR_DISEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ESTRADIOL_REGULATION_IN_PORTO_SINUSOIDAL_VASCULAR_DISEASE CALM1 ESR1 KCNN3 SP1 SP3 WP_ESTROGEN_METABOLISM_WP5276 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ESTROGEN_METABOLISM_WP5276 AKR1C3 COMT CYP19A1 CYP1A2 CYP1B1 CYP2C19 CYP2C8 CYP2C9 CYP3A4 CYP3A5 CYP3A7 HSD17B1 HSD17B10 HSD17B14 HSD17B2 HSD17B3 HSD17B4 HSD17B7 HSD17B8 SULT1E1 UGT1A10 UGT1A8 UGT2A2 UGT2B7 WP_ESTROGEN_METABOLISM_WP697 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ESTROGEN_METABOLISM_WP697 ARSD ARSL COMT CYP1A1 CYP1A2 CYP1B1 CYP3A4 GSTA1 GSTM1 NQO1 STS SULT1A1 SULT1E1 UGT1A1 UGT1A3 UGT1A6 UGT1A9 UGT2B7 WP_ESTROGEN_RECEPTOR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ESTROGEN_RECEPTOR_PATHWAY ACOX1 CYP1A1 CYP1A2 CYP1B1 ESR1 GPAM JUN NR0B2 PCK1 PDK4 PPARA SP1 STAT3 WP_ESTROGEN_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ESTROGEN_SIGNALING_PATHWAY AKT1 BCL2 BRAF CHUK CREB1 ELK1 ESR1 FOS GNAS GNB1 GNGT1 GPER1 IKBKB IKBKG JUN MAP2K1 MAPK1 MAPK14 MAPK9 NFKB1 PIK3CA PRKACA SP1 WP_ETHANOL_EFFECTS_ON_HISTONE_MODIFICATIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ETHANOL_EFFECTS_ON_HISTONE_MODIFICATIONS ACSS2 ADH1A ADH1B ADH1C AHCY ALDH1A1 ALDH1A2 ALDH1A3 ALDH2 ATF2 CYP2E1 DHFR EHMT2 ELP3 HAT1 HDAC1 HDAC10 HDAC2 HDAC3 HDAC4 HDAC5 HDAC6 HDAC7 HDAC8 HDAC9 KAT2B MAT1A MTHFR MTR SLC19A1 TYMS WP_ETHANOL_METABOLISM_PRODUCTION_OF_ROS_BY_CYP2E1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ETHANOL_METABOLISM_PRODUCTION_OF_ROS_BY_CYP2E1 CYP2E1 MAFF MAFG MAFK MAP2K1 MAP2K2 MAPK8 NFE2L2 SP1 WP_ETHER_LIPID_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ETHER_LIPID_BIOSYNTHESIS AGPS ARSA CEPT1 DHRS7B FAR1 FAR2 GAL3ST1 GNPAT LPCAT1 LPIN1 LPIN2 LPIN3 PEDS1 PEX1 PEX16 PEX19 PEX3 PEX5L PEX7 UGT8 WP_EUKARYOTIC_TRANSCRIPTION_INITIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_EUKARYOTIC_TRANSCRIPTION_INITIATION CCNH CDK7 ERCC2 ERCC3 GTF2A2 GTF2B GTF2E1 GTF2E2 GTF2F2 GTF2H1 GTF2H2 GTF2H2C GTF2H3 GTF2H4 ILK MNAT1 POLR1A POLR1B POLR1D POLR1E POLR2A POLR2B POLR2C POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR3B POLR3D POLR3E POLR3H POLR3K TAF12 TAF13 TAF5 TAF6 TAF7 TAF9 TBP WP_EV_RELEASE_FROM_CARDIAC_CELLS_AND_THEIR_FUNCTIONAL_EFFECTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_EV_RELEASE_FROM_CARDIAC_CELLS_AND_THEIR_FUNCTIONAL_EFFECTS CXCL12 ERBB4 KLF2 MIR143 MYB PRL RGS16 WP_EXERCISE_INDUCED_CIRCADIAN_REGULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_EXERCISE_INDUCED_CIRCADIAN_REGULATION AZIN1 BMAL1 BTG1 CBX3 CEBPB CLDN5 CLOCK CRY1 CRY2 DAZAP2 DNAJA1 EIF4G2 ERC2 ETV6 G0S2 GFRA1 GSTM3 GSTP1 H2BC15 HERPUD1 HLA-DMA HSPA8 IDI1 KLF9 MYF6 NCKAP1 NCOA4 NR1D2 PER1 PER2 PIGF PPP1R3C PPP2CB PSMA4 PURA QKI RBPMS SF3A3 STBD1 SUMO1 SUMO3 TAB2 TOB1 TUBB3 UCP3 UGP2 VAPA ZFR WP_EXRNA_MECHANISM_OF_ACTION_AND_BIOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_EXRNA_MECHANISM_OF_ACTION_AND_BIOGENESIS AGO2 DGCR8 DICER1 DROSHA ERI1 XPO5 WP_EXTRACELLULAR_VESICLES_IN_THE_CROSSTALK_OF_CARDIAC_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_EXTRACELLULAR_VESICLES_IN_THE_CROSSTALK_OF_CARDIAC_CELLS BIRC5 CD63 CD81 EGF EGFR ETS2 GATA4 HSPB1 IGF1 IL6 KDR MIR19A MIR455 MMP9 PDLIM5 PTEN SOD1 SORBS2 SPP1 STAT3 TLR4 WP_EXTRACELLULAR_VESICLE_MEDIATED_SIGNALING_IN_RECIPIENT_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_EXTRACELLULAR_VESICLE_MEDIATED_SIGNALING_IN_RECIPIENT_CELLS AKT1 APC AXIN1 CTNNB1 DKK4 EGFR ERBB2 HGF HRAS KRAS MET MFGE8 MTOR NRAS PIK3R5 PROM1 RAF1 SMAD2 SMAD3 SMAD4 TGFA TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 TSPAN8 WNT3A WNT5A WP_EXTRAFOLLICULAR_AND_FOLLICULAR_B_CELL_ACTIVATION_BY_SARS_COV_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_EXTRAFOLLICULAR_AND_FOLLICULAR_B_CELL_ACTIVATION_BY_SARS_COV_2 AICDA BACH2 BCL6 BCR BLNK BTLA C3 C4A CCL19 CCL21 CCR7 CD19 CD1D CD22 CD40 CD40LG CD69 CD79A CD80 CD82 CR1 CR2 CRP CXCL12 CXCL13 CXCR4 CXCR5 EBI3 ENSG00000277117 ETS1 FCRL5 FOXO1 GPR183 HSPA8 ICOS ICOSLG IFIT2 IFITM1 IFNAR2 IFNG IFNG-AS1 IL10 IL12A IL2 IL21 IL4 IL6 IRF4 IRF8 ISG15 ITGAX ITGB2 MAF MFGE8 MS4A1 NEAT1 PAX5 PDCD1 PRDM1 PTCRA PTPRC SELL SH2D1A SLAMF7 STAT5A SYK TBX21 TLR4 TLR7 TMSB10 TNF TNFSF13 TNFSF13B XBP1 ZEB2 WP_FACTORS_AND_PATHWAYS_AFFECTING_INSULIN_LIKE_GROWTH_FACTOR_IGF1_AKT_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_FACTORS_AND_PATHWAYS_AFFECTING_INSULIN_LIKE_GROWTH_FACTOR_IGF1_AKT_SIGNALING ACVR2B AKT1 AKT1S1 DEPTOR EIF2B2 EIF4E FBXO32 GSK3B IGF1 IGF1R IGFBP5 ILK IRS1 ITGB1 MAP1LC3A MAPKAP1 MLST8 MSTN MTOR NEB NFKB1 PDK1 PIK3CG PLD1 PPARGC1A PRKAB1 PTEN RICTOR RPS6KB1 RPTOR SMAD2 SMAD3 TNFRSF1A TNFSF9 TRIM63 WASL WP_FAMILIAL_HYPERLIPIDEMIA_TYPE_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_FAMILIAL_HYPERLIPIDEMIA_TYPE_1 ANGPTL3 ANGPTL4 ANGPTL8 APOA1 APOA2 APOA4 APOA5 APOC2 CETP GPIHBP1 LCAT LDLR LIPC LMF1 LPL LRP1 PLTP SEL1L WP_FAMILIAL_HYPERLIPIDEMIA_TYPE_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_FAMILIAL_HYPERLIPIDEMIA_TYPE_2 APOA1 APOA2 APOA4 APOB CETP EPHX2 GHR GPIHBP1 LCAT LDLR LDLRAP1 LIPC LPL PCSK9 PLTP USF1 WP_FAMILIAL_HYPERLIPIDEMIA_TYPE_3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_FAMILIAL_HYPERLIPIDEMIA_TYPE_3 APOA1 APOA2 APOA4 APOE CETP LCAT LDLR LIPC LPL LRP1 PLTP SCARB1 VLDLR WP_FAMILIAL_HYPERLIPIDEMIA_TYPE_4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_FAMILIAL_HYPERLIPIDEMIA_TYPE_4 ACSS1 APOA1 APOA2 APOA4 APOA5 APOC2 CETP DGAT2 FAS GCK GCKR GPIHBP1 LCAT LDLR LIPC LMF1 LPL LRP1 MTTP PDIA2 PLTP SEL1L WP_FAMILIAL_HYPERLIPIDEMIA_TYPE_5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_FAMILIAL_HYPERLIPIDEMIA_TYPE_5 APOA1 APOA2 APOA4 APOA5 APOC2 CETP GPIHBP1 LCAT LDLR LIPC LMF1 LPL LRP1 PLTP SEL1L WP_FAMILIAL_PARTIAL_LIPODYSTROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_FAMILIAL_PARTIAL_LIPODYSTROPHY AKT2 BANF1 CEBPA CIDEA CIDEC FABP4 FNTA GATA2 GATA3 ICMT INS KLF2 KLF5 KLF9 LIPE LMNA LMNB1 LMNB2 LPL MAPK9 MGLL PIK3CA PLIN1 PNPLA2 PPARA PPARG PRRX1 SREBF1 STAT5B ZMPSTE24 WP_FARNESOID_X_RECEPTOR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_FARNESOID_X_RECEPTOR_PATHWAY ABCB11 ABCB4 BAAT CYP3A4 CYP7A1 CYP8B1 FGF19 FKBP5 IP6K3 IRS2 NR0B2 NR1H4 PPARGC1A RXRA SLC10A1 SLC27A5 SLCO2B1 SULT2A1 UGT2B4 WP_FAS_LIGAND_PATHWAY_AND_STRESS_INDUCTION_OF_HEAT_SHOCK_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_FAS_LIGAND_PATHWAY_AND_STRESS_INDUCTION_OF_HEAT_SHOCK_PROTEINS ACTA1 ACTB ACTG1 APAF1 ARHGDIB BCL2 CASP10 CASP3 CASP6 CASP7 CASP8 CASP9 CFLAR CYCS DAXX DFFA DFFB FADD FAF1 FAS FASLG HSPB1 IL1A JUN LMNA LMNB1 LMNB2 MAP2K4 MAP3K1 MAP3K7 MAPK8 MAPKAPK2 MAPKAPK3 NFX1 PAK1 PAK2 PARP1 PRKDC RB1 RIPK2 SMIM40 SPTAN1 TNF WP_FATTY_ACIDS_AND_LIPOPROTEINS_TRANSPORT_IN_HEPATOCYTES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_FATTY_ACIDS_AND_LIPOPROTEINS_TRANSPORT_IN_HEPATOCYTES ABCA1 ACSL1 ACSL3 ACSL5 ACSL6 APOA4 APOB APOC1 APOC2 APOE DBI FABP1 FABP2 FABP3 FABP4 LDLR LDLRAP1 LIPA LPA LRP1 MYLIP NPC2 OSBPL5 PCSK9 SCARB1 SLC27A1 SLC27A2 SLC27A3 SLC27A4 SOAT1 SOAT2 SORT1 STAR STARD3 VDAC1 WP_FATTY_ACID_BETA_OXIDATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_FATTY_ACID_BETA_OXIDATION ACADL ACADM ACADS ACADVL ACAT1 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 ACSS2 CHKB CPT1A CPT1B CPT2 CRAT DECR1 DLD ECHS1 ECI1 GCDH GK GK2 GPD2 HADH HADHA HADHB LIPC LIPE LIPF LPL PNPLA2 SLC25A20 TPI1 WP_FATTY_ACID_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_FATTY_ACID_BIOSYNTHESIS ACAA2 ACACA ACACB ACLY ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 ACSS2 DECR1 ECH1 ECHDC1 ECHDC2 ECHDC3 ECHS1 FASN HADH MECR PC PECR SCD WP_FATTY_ACID_OMEGA_OXIDATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_FATTY_ACID_OMEGA_OXIDATION ADH1A ADH1B ADH1C ADH4 ADH6 ADH7 ALDH1A1 ALDH2 CYP1A1 CYP1A2 CYP2A6 CYP2D6 CYP2E1 CYP3A4 CYP4A11 WP_FATTY_ACID_TRANSPORTERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_FATTY_ACID_TRANSPORTERS ACSBG1 ACSBG2 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 CD36 DBI FABP1 FABP2 FABP3 FABP4 FABP5 FABP6 FABP7 FABP9 SLC27A4 WP_FBXL10_ENHANCEMENT_OF_MAP_ERK_SIGNALING_IN_DIFFUSE_LARGE_B_CELL_LYMPHOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_FBXL10_ENHANCEMENT_OF_MAP_ERK_SIGNALING_IN_DIFFUSE_LARGE_B_CELL_LYMPHOMA BCL6 BCOR DUSP6 EED EZH2 H2AB1 H2AB2 H2AB3 H2AJ H2AX H2AZ1 H2AZ2 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C4 H3C6 H3C7 H3C8 KDM2B MACROH2A1 MACROH2A2 MAPK1 MAPK3 PCGF1 RNF2 SUZ12 WP_FEMALE_STEROID_HORMONES_IN_CARDIOMYOCYTE_ENERGY_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_FEMALE_STEROID_HORMONES_IN_CARDIOMYOCYTE_ENERGY_METABOLISM ACADM ACLY AKT2 APOB ESR1 ESRRA HADHB MTTP NOS3 PPARA PPARGC1B SLC2A4 STK11 WP_FERROPTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_FERROPTOSIS ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 AIFM2 AKR1C1 AKR1C2 AKR1C3 ALOX15 ATG5 ATG7 BACH1 CBS CHMP5 CHMP6 CISD1 COQ2 CP CTH CYBB DPP4 FDFT1 FTH1 FTL FTMT GCH1 GCLC GCLM GPX4 GSS HMGCR HMOX1 HSPB1 IREB2 LPCAT3 MAP1LC3A MAP1LC3B MAP1LC3C NCOA4 NOX1 NOX4 PCBP1 PCBP2 PHKG2 POR PRNP SAT1 SAT2 SLC11A2 SLC1A5 SLC38A1 SLC39A14 SLC39A8 SLC3A2 SLC40A1 SLC7A11 STEAP3 TF TFRC TP53 TXNRD1 VDAC2 VDAC3 WP_FGF23_SIGNALING_IN_HYPOPHOSPHATEMIC_RICKETS_AND_RELATED_DISORDERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_FGF23_SIGNALING_IN_HYPOPHOSPHATEMIC_RICKETS_AND_RELATED_DISORDERS ALPL CCND1 CDKN1A CYP11B2 CYP24A1 CYP27B1 DMP1 ENPP1 FAM20C FGF23 FGFR2 FGFR3 GALNT3 KL NFKB1 NFKB2 ORAI1 PHEX PTH ROS1 SLC34A1 SLC34A3 SPP1 WP_FGFR3_SIGNALING_IN_CHONDROCYTE_PROLIFERATION_AND_TERMINAL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_FGFR3_SIGNALING_IN_CHONDROCYTE_PROLIFERATION_AND_TERMINAL_DIFFERENTIATION ATG5 BMP2 BMP4 CDKN1A CNP FGF18 FGF9 FGFR3 IHH MAP2K1 MAP2K2 MAPK1 MAPK11 MAPK12 MAPK13 MAPK14 MAPK3 NPR2 PPP2CA PTH1R PTHLH RAF1 RBL1 SNAI1 SOX9 STAT1 THRA WP_FIBRIN_COMPLEMENT_RECEPTOR_3_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_FIBRIN_COMPLEMENT_RECEPTOR_3_SIGNALING_PATHWAY AKT1 CBLB CCL2 CD14 CHUK CXCL10 CXCL3 FGA FGB FGG IFNB1 IKBKB IKBKG IL12B IL6 IRAK1 IRAK2 IRAK4 IRF3 ITGAM ITGB2 LBP LY96 MYD88 NFKB1 NOS2 PIK3CA PLAT PLG RASSF5 REL RELA RHOA SRC SYK TICAM1 TICAM2 TIRAP TLR3 TLR4 TNF TRAF6 TYROBP WP_FLUOROACETIC_ACID_TOXICITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_FLUOROACETIC_ACID_TOXICITY ACO2 ACSS2 ALDH2 ALDH3A2 ALDH9A1 CS WP_FLUOROPYRIMIDINE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_FLUOROPYRIMIDINE_ACTIVITY ABCC3 ABCC4 ABCC5 ABCG2 CDA CES1 CES2 CYP2A6 DHFR DPYD DPYS ERCC2 FPGS GGH MIR29C MTHFR PPAT RRM1 RRM2 SLC22A7 SLC29A1 SMUG1 TDG TK1 TP53 TYMP TYMS UCK1 UCK2 UMPS UPB1 UPP1 UPP2 XRCC3 WP_FOCAL_ADHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_FOCAL_ADHESION ACTB ACTG1 ACTN1 ACTN4 AKT1 AKT2 AKT3 ARHGAP35 ARHGAP5 BAD BCAR1 BCL2 BIRC2 BIRC3 BLK BRAF BUB1B-PAK6 CAPN2 CAV1 CAV2 CAV3 CCND1 CCND2 CCND3 CDC42 CHAD COL1A1 COL1A2 COL2A1 COL4A1 COL4A2 COL4A4 COL4A6 COL5A2 COL5A3 COL6A2 COMP CRK CRKL CTNNB1 DIAPH1 DOCK1 EGF EGFR ELK1 EMP2 ERBB2 FGR FLNA FLNB FLNC FLT1 FN1 FYN GRB2 GSK3B HCK HGF HRAS IBSP IGF1 IGF1R ILK ITGA1 ITGA10 ITGA11 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA6 ITGA7 ITGA8 ITGA9 ITGAV ITGB1 ITGB3 ITGB4 ITGB5 ITGB6 ITGB7 ITGB8 JUN KDR LAMA1 LAMA2 LAMA3 LAMA4 LAMA5 LAMB1 LAMB2 LAMB3 LAMC1 LAMC2 LAMC3 MAP2K1 MAPK1 MAPK10 MAPK3 MAPK8 MAPK9 MET MYL10 MYL11 MYL12A MYL12B MYL2 MYL5 MYL7 MYL9 MYLK MYLK2 MYLK3 MYLK4 PAK1 PAK2 PAK3 PAK4 PAK6 PARVA PARVB PARVG PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PDPK1 PGF PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PIP5K1C PPP1CA PPP1CB PPP1CC PPP1R12A PPP1R12B PPP1R12C PRKCA PRKCB PRKCG PTEN PTK2 PTK6 PXN RAC1 RAC2 RAC3 RAF1 RAP1A RAP1B RAPGEF1 RASGRF1 RELN RHOA ROCK1 ROCK2 SHC1 SHC2 SHC3 SHC4 SOS1 SPP1 SRC SRMS STYK1 TESK2 THBS1 THBS2 THBS3 THBS4 TLN1 TLN2 TNC TNK1 TNK2 TNN TNR TNXB TXK VASP VAV1 VAV2 VAV3 VCL VEGFA VEGFB VEGFC VEGFD VTN VWF XIAP ZYX WP_FOCAL_ADHESION_PI3K_AKT_MTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_FOCAL_ADHESION_PI3K_AKT_MTOR_SIGNALING_PATHWAY ACACA AKT1 AKT1S1 AKT2 AKT3 ANGPT1 ANGPT2 ANGPT4 ATF2 ATF4 ATF6B BAD CAB39 CAB39L CASP9 CDC37 CDKN1A CDKN1B CHAD CHRM1 CHRM2 COL11A1 COL11A2 COL1A1 COL1A2 COL2A1 COL3A1 COL4A1 COL4A2 COL4A4 COL4A6 COL5A1 COL5A2 COL5A3 COL6A2 COMP CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 CRTC2 CSF1 CSF1R CSF3 CSF3R CSH1 DDIT4 EFNA1 EFNA2 EFNA3 EFNA4 EFNA5 EGF EGFR EIF4B EIF4E EIF4E1B EIF4E2 EIF4EBP1 ELAVL1 EPAS1 EPHA2 EPO EPOR F2R FGF1 FGF10 FGF11 FGF12 FGF13 FGF14 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF3 FGF4 FGF6 FGF7 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFR4 FLT1 FLT4 FN1 FOXA1 FOXO1 FOXO3 GHR GNB1 GNB2 GNB3 GNB4 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 GRB2 GSK3B GYS1 GYS2 HGF HIF1A HIF3A HRAS HSP90AA1 HSP90AB1 HSP90B1 IBSP IFNA7 IFNAR1 IFNAR2 IFNB1 IGF1 IGF1R IKBKB IKBKG IL2 IL2RA IL2RB IL2RG IL3RA IL4R IL6R IL7R INS INSR IRS1 IRS2 IRS4 ITGA10 ITGA11 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA6 ITGA7 ITGA8 ITGA9 ITGAD ITGAE ITGAL ITGAV ITGAX ITGB1 ITGB2 ITGB3 ITGB4 ITGB5 ITGB6 ITGB7 ITGB8 JAK1 JAK2 JAK3 KDR KIT KITLG KRAS LAMA1 LAMA2 LAMA3 LAMA4 LAMA5 LAMB1 LAMB2 LAMB3 LAMC1 LAMC2 LAMC3 LIPE LPAR1 LPAR2 LPAR3 LPAR4 LPAR5 LPAR6 MAP2K1 MAP2K2 MAPK1 MAPK3 MDM2 MET MLST8 MTOR NGF NGFR NOS1 NOS2 NOS3 NRAS OSM OSMR PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PDPK1 PELO PFKFB1 PFKFB2 PFKFB3 PFKFB4 PGF PHLPP1 PHLPP2 PIK3C2A PIK3C2B PIK3CA PIK3CB PIK3CD PIK3CG PIK3IP1 PIK3R1 PIK3R2 PIK3R4 PIK3R5 PPARGC1A PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R2B PPP2R2C PPP2R2D PPP2R3A PPP2R3C PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PRKAA1 PRKAA2 PRL PRLR PTEN PTK2 RAB10 RAB11B RAB14 RAB2A RAB8A RAF1 RELN RHEB RPS6 RPS6KB1 RPS6KB2 RPTOR SLC2A1 SLC2A2 SLC2A3 SLC2A4 SOS1 SPP1 SREBF1 STK11 STRADA TBC1D1 TCL1A TCL1B TEK THBS1 THBS2 THBS3 THBS4 TNC TNN TNR TNXB TSC1 TSC2 ULK1 VEGFA VEGFB VEGFC VEGFD VTN VWF WP_FOLATE_ALCOHOL_AND_CANCER_PATHWAY_HYPOTHESES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_FOLATE_ALCOHOL_AND_CANCER_PATHWAY_HYPOTHESES ADH5 ALDH1A1 ALDH1L1 CBS CEBPB CREB1 CYP2E1 MTHFR MTR WP_FOLATE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_FOLATE_METABOLISM ABCA1 AHCY ALB APOA1 APOB CAT CBS CCL2 CRP CSF1 CTH DHFR F2 F7 FGA FGB FGG FLAD1 FOLR1 FOLR2 FOLR3 GART GPX1 GPX2 GPX3 GPX4 GPX6 HBA1 HBB ICAM1 IFNG IL1B IL2 IL4 IL6 INS INSR IZUMO1R LDLR MAT1A MPO MTHFD1 MTHFD2 MTHFR MTHFS MTR MTRR NFKB1 NFKB2 PLAT PLG RELA RFK SAA1 SAA2 SAA3P SAA4 SCARB1 SERPINA3 SERPINE1 SHMT1 SHMT2 SLC19A1 SLC46A1 SOD1 SOD2 SOD3 TNF TP53 WP_FOLLICLE_STIMULATING_HORMONE_FSH_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_FOLLICLE_STIMULATING_HORMONE_FSH_SIGNALING_PATHWAY AKT1 APPL1 CGA CREB1 EIF4EBP1 FOXO1 FSHB FSHR GRK6 H3-4 MAPK1 MAPK14 MAPK3 MTOR PRKACA PRKCA RAF1 RHEB RPS6 RPS6KB1 RPS6KB2 SGK1 SRC TSC2 WP_FOXA2_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_FOXA2_PATHWAY ABCC2 ABCC3 ABCC4 ACACA APOB FASN FOXA1 FOXA2 FOXO1 GSTA1 GSTA2 GSTM2 INS IRS1 IRS2 MLXIPL MTTP PPARGC1B SLC27A5 SLCO1B1 SREBF1 WP_FOXP3_IN_COVID_19 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_FOXP3_IN_COVID_19 CD28 CD80 CD86 FOXP3 IL2 IL2RA IL2RB IL2RG IL6 IL6R IL6ST IL7R STAT3 STAT5A STAT5B WP_FRAGILE_X_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_FRAGILE_X_SYNDROME ABAT ABCD3 AGAP2 AGO2 AKAP5 AKT1 AKT1S1 ALDH3A2 ALDH5A1 AP2A1 AP2B1 AP2M1 AP2S1 APP ARAF ARC ARHGAP32 BDNF BRAF CAMK1 CAMK2A CAMK2B CAMK4 CDKN2A CLTA CLTB CLTC CLTCL1 CNR1 CPT1A CREB1 CYFIP1 CYFIP2 DAG1 DEPTOR DICER1 DLG4 DLGAP3 DNM1 DNM2 DUSP3 EEF1A1 EIF4A1 EIF4E EIF4EBP2 EIF4G1 EPHA4 EPS8L1 FMR1 FYN GAB1 GABRA1 GABRB2 GABRD GABRG2 GAD1 GPHN GRB2 GRIA1 GRIA2 GRIN1 GRIN2A GRIN2B GRIP1 GRIP2 GRM1 GRM5 HCN1 HOMER1 HOXB8 ITPR1 KCNC1 KCND2 KRAS MAP1B MAP1LC3B MAP2K1 MAP2K2 MAPK1 MECP2 MKNK1 MLST8 MMP9 MTOR NF1 NTRK2 PDK1 PICK1 PIK3CB PLCB1 PLCG1 PPP1CA PPP2R5B PPP3CA PRKACA PRKAR1A PRKCA PTEN PTPN11 PTPN5 RAF1 RAP1GAP RHEB RPS6KB1 RPTOR SH3GL1 SH3GL3 SHANK1 SHC1 SLC16A1 SLC6A1 SOS1 SRC SYNGAP1 TARBP2 TBC1D7 TECR TELO2 TSC1 TSC2 TTI1 WP_FTO_OBESITY_VARIANT_MECHANISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_FTO_OBESITY_VARIANT_MECHANISM ARID5B FTO IRX3 IRX5 PPARGC1A PRDM16 TBX1 UCP1 WP_G13_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_G13_SIGNALING_PATHWAY ARHGDIB ARHGDIG ARHGEF1 CALM1 CDC42 CFL1 CFL2 CIT CYFIP1 DIAPH1 GNA13 IQGAP1 IQGAP2 LIMK1 MAP3K4 MAPK10 MYBPH MYL1 PAK3 PFN1 PIK3CA PIK3CB PIK3CD PIK3R2 PIP4K2A PKN1 PPP1CB RAC1 RHOA RHPN2 ROCK1 ROCK2 RPS6KB1 RTKN SH3RF1 TNK2 WAS WASL WP_G1_TO_S_CELL_CYCLE_CONTROL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_G1_TO_S_CELL_CYCLE_CONTROL ATF6B ATM CCNA1 CCNB1 CCND1 CCND2 CCND3 CCNE1 CCNE2 CCNG2 CCNH CDC25A CDC45 CDK1 CDK2 CDK4 CDK6 CDK7 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CDKN2D CREB1 CREB3 CREB3L1 CREB3L3 CREB3L4 E2F1 E2F2 E2F3 GADD45A MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MDM2 MNAT1 MYC MYT1 ORC1 ORC2 ORC3 ORC4 ORC5 ORC6 PCNA POLA2 POLE POLE2 PRIM1 PRIM2 RB1 RPA1 RPA2 RPA3 TFDP1 TFDP2 TP53 WEE1 WP_GABA_METABOLISM_AKA_GHB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GABA_METABOLISM_AKA_GHB ABAT ADHFE1 AKR7A2 ALDH5A1 DPEP1 GAD1 GAD2 GLS GLS2 MAOB PON3 WP_GABA_RECEPTOR_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GABA_RECEPTOR_SIGNALING ABAT ALDH9A1 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 GABBR1 GABBR2 GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRB1 GABRB2 GABRB3 GABRD GABRE GABRG1 GABRG2 GABRG3 GABRP GABRQ GAD1 GAD2 GPHN SLC32A1 SLC6A1 SLC6A11 WP_GALANIN_RECEPTOR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GALANIN_RECEPTOR_PATHWAY ADIPOQ BCL2L11 CDKN1A CDKN1B CDKN1C CREB1 CRP FOS IL6 INS POMC PPARG SLC2A4 VAMP2 VEGFA YAP1 WP_GAMMA_GLUTAMYL_CYCLE_FOR_THE_BIOSYNTHESIS_AND_DEGRADATION_OF_GLUTATHIONE_INCLUDING_DISEASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GAMMA_GLUTAMYL_CYCLE_FOR_THE_BIOSYNTHESIS_AND_DEGRADATION_OF_GLUTATHIONE_INCLUDING_DISEASES DPEP1 GCLC GGCT GGT1 GSS OPLAH WP_GANGLIO_SERIES_SPHINGOLIPID_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GANGLIO_SERIES_SPHINGOLIPID_METABOLISM B3GALT4 B4GALNT1 HEXA HEXB NEU3 NEU4 ST3GAL1 ST3GAL2 ST3GAL4 ST3GAL5 ST8SIA1 ST8SIA5 ST8SIA6 WP_GANGLIO_SPHINGOLIPID_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GANGLIO_SPHINGOLIPID_METABOLISM A3GALT2 B3GALT1 B3GALT4 B4GALNT1 FUT1 SLC33A1 ST3GAL1 ST3GAL2 ST3GAL5 ST6GALNAC6 ST8SIA1 ST8SIA3 ST8SIA5 WP_GASTRIC_ACID_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GASTRIC_ACID_PRODUCTION CBLIF CCK GAST GRP MUC6 PGA3 PGA4 PGA5 PGC SCT VIP WP_GASTRIC_CANCER_NETWORK_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GASTRIC_CANCER_NETWORK_1 ACTL6A APC AURKA CASTOR3P CCNA1 CENPF CEP192 E2F7 ECT2 ESM1 GATD3 H3-3A H4C16 INO80D KIF15 KIF20B LIN9 MCM4 MYBL2 NOTCH1 NUP107 RNF216 RUVBL1 S100P SMOC2 TOP2A TPX2 UBE2C WP_GASTRIC_CANCER_NETWORK_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GASTRIC_CANCER_NETWORK_2 AHCTF1 ATAD2 BRIX1 CACYBP CD48 CEBPZ CHTF18 CHTF8 COL9A1 COL9A3 CTNNB1 DSCC1 EGFR FAM91A1 FANCI LBR LMNB2 MTDH MYC OTUD5 PLAC8 RAD17 RFC3 RFC4 RNF144B S100A6 SNURF TOP2A TP53 UBE2C UBE2T WP_GASTRIN_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GASTRIN_SIGNALING_PATHWAY AKT1 ANXA2 ARHGEF28 ARRB1 ARRB2 ATF2 BAD BCAR1 BCL2L1 BIRC2 BIRC3 BIRC5 BMP2 BORCS8-MEF2B CASP3 CCKBR CCND1 CD44 CDC42 CDH1 CDKN1A CDKN1B CDKN2A CHGA CHUK CLDN1 CREB1 CRK CTNNB1 CXCL8 EGFR EGR1 EIF4EBP1 ELAVL1 ELK1 FOS FOXO1 FOXO3 FYN GAST GNAQ GRB2 GSK3B HDAC7 HDC HRAS IKBKB IL2 IRS1 ITGB1 JAG1 JAK2 JUN KAT5 KIT KLF4 KRAS LAMTOR3 MAP2K1 MAP3K11 MAPK1 MAPK14 MAPK3 MAPK8 MAPK9 MEF2B MEF2C MEF2D MMP7 MTOR MYC NFKB1 NFKBIA PAK1 PIK3CA PIK3R1 PIK3R2 PIK3R3 PLCG1 PPARG PRKACA PRKCA PRKCD PRKCE PRKCH PRKCQ PRKD1 PRKD2 PTGS2 PTK2 PTPN11 PXN RAC1 RAF1 RELA RHOA RHOB RHOD ROCK1 RPS6 RPS6KB1 SERPINB2 SERPINE1 SHC1 SLC9A1 SLC9A3 SOS1 SP1 SRC STAT3 TCF4 TFF2 TJP1 VEGFA YES1 WP_GDNF_RET_SIGNALING_AXIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GDNF_RET_SIGNALING_AXIS AGTR2 BMP4 CTNNB1 EYA1 FAT4 FOXC1 FOXC2 GATA3 GDNF GFRA1 GLI3 GREM1 IFT25 IFT27 LHX1 PAX2 RET ROBO2 SALL1 SLIT2 SOX11 SOX17 SPRY1 WP_GENES_ASSOCIATED_WITH_THE_DEVELOPMENT_OF_RHEUMATOID_ARTHRITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GENES_ASSOCIATED_WITH_THE_DEVELOPMENT_OF_RHEUMATOID_ARTHRITIS BLK CCR6 CD244 CD40 CIITA CTLA4 FCRL3 HLA-DRB1 IL2RA IL6ST IRF5 ITGAV PADI4 PHF19 PTPN22 SLC22A4 STAT4 TRAF1 WP_GENES_CONTROLLING_NEPHROGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GENES_CONTROLLING_NEPHROGENESIS CD2AP CD36 CTNNB1 CXCL12 CXCR4 EMX2 ETV4 EYA1 FGF8 FGFR2 FOXC1 FOXC2 FOXD1 GDNF GLI3 HNF1B HOXA11 HOXD11 ILK ITGA3 ITGA8 ITGB1 KDR KIRREL1 LAMB2 LHX1 LMX1B NCK1 NCK2 NOTCH2 NPHS1 NPHS2 PAX2 PDGFB PDGFRB RET ROBO2 SHH SIX1 SLIT2 TCF21 VEGFA WNT4 WT1 WP_GENES_RELATED_TO_PRIMARY_CILIUM_DEVELOPMENT_BASED_ON_CRISPR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GENES_RELATED_TO_PRIMARY_CILIUM_DEVELOPMENT_BASED_ON_CRISPR ARL13B ARL3 ARL6 ARMC9 B9D1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 C2CD3 CBY1 CC2D2A CDK20 CEP104 CEP120 CEP162 CEP19 CEP192 CEP20 CEP295 CEP43 CEP44 CEP76 CEP83 CEP97 CIBAR1 CILK1 CLUAP1 CPLANE1 CPLANE2 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLL1 DYNLT1 DYNLT2B EFCAB7 EVC EVC2 FBF1 FUZ IFT122 IFT140 IFT172 IFT20 IFT25 IFT27 IFT43 IFT46 IFT52 IFT57 IFT74 IFT80 IFT81 IFT88 INPP5E IQCE KATNB1 KIAA0753 KIF3A KIF3B KIFAP3 LZTFL1 MIB1 MKKS MKS1 OFD1 PIBF1 RAB23 RABL2A RPGRIP1L SASS6 SCLT1 TCTN1 TCTN2 TCTN3 TEDC1 TEDC2 TMEM107 TMEM17 TMEM216 TMEM231 TMEM67 TRAF3IP1 TRAPPC11 TTBK2 TTC21B TTC23 TTC26 TTC30B TTC8 TUBD1 TUBE1 TULP3 TXNDC15 WDPCP WDR19 WDR35 WP_GENES_TARGETED_BY_MIRNAS_IN_ADIPOCYTES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GENES_TARGETED_BY_MIRNAS_IN_ADIPOCYTES ERG GJA1 HAND2 HCN2 HCN4 HDAC4 IGF1 KCNE1 KCNJ2 KCNQ1 PTBP2 SRF TMSB4X WP_GENETIC_CAUSES_OF_PORTO_SINUSOIDAL_VASCULAR_DISEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GENETIC_CAUSES_OF_PORTO_SINUSOIDAL_VASCULAR_DISEASE ARHGAP31 BEND6 BTK C4orf54 CDC42 CHCHD2 COX4I2 CXXC5 CYBA CYBB CYBC1 DGUOK DLL4 DOCK6 EFL1 EIF6 EOGT ESR1 GTF2I IBTK KCNN3 MAPK1 MAPK3 NCF1 NCF2 NCF4 NFKB1 NOTCH1 NOTCH4 NOX3 RAC1 RBPJ SBDS SHCBP1 SP1 TLR8 TLR9 WP_GENE_REGULATORY_NETWORK_MODELLING_SOMITOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GENE_REGULATORY_NETWORK_MODELLING_SOMITOGENESIS DLL1 EPHA4 FGF8 HES1 HES7 LFNG MESP2 NOTCH1 RIPPLY2 TBX6 WNT3A WP_GLIAL_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GLIAL_CELL_DIFFERENTIATION CNP GAP43 MAG MBP MIR206 MSN PLP1 TPPP WP_GLIOBLASTOMA_SIGNALING_PATHWAYS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GLIOBLASTOMA_SIGNALING_PATHWAYS AKT1 AKT2 AKT3 ARAF ATM BRAF BRCA1 BRCA2 CBL CCND1 CCND2 CCNE1 CDK2 CDK4 CDK6 CDKN1A CDKN1B CDKN2A CDKN2B CDKN2C E2F1 EGFR EP300 ERBB2 ERBB3 ERRFI1 FGFR1 FGFR2 FOXO1 FOXO3 FOXO4 GAB1 GRB2 HRAS IGF1R IRS1 KRAS MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K5 MAP2K6 MAP2K7 MAPK1 MAPK3 MDM2 MDM4 MET MSH6 NF1 NRAS PDGFRA PDGFRB PDPK1 PIK3C2A PIK3C2B PIK3C2G PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PLCG1 PLCG2 PRKCA PRKCB PRKCD PRKCG PRKCH PRKCI PRKCQ PRKCZ PTEN RAF1 RB1 SPRY2 SRC TP53 TSC1 TSC2 WP_GLUCOCORTICOID_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GLUCOCORTICOID_BIOSYNTHESIS AKR1C1 AKR1C2 AKR1C3 AKR1C4 AKR1D1 CBR1 CYP11B1 CYP11B2 CYP21A2 CYP3A4 HSD11B1 HSD11B2 SRD5A1 SRD5A2 WP_GLUCOCORTICOID_RECEPTOR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GLUCOCORTICOID_RECEPTOR_PATHWAY ABHD2 ACKR3 ADGRF4 AKAP13 ALOX5AP AMIGO2 ANGPTL4 ANKRD1 ARL5B B3GNT5 BHLHE40 BIRC2 BIRC3 CAVIN2 CCL2 CCL20 CDC42EP3 CDKN1C CPEB4 CUL1 DNAJC15 DNER EDN2 ENC1 EPB41L4B ETNK2 FGD4 FGFBP1 GADD45B GPR153 HSP90AA1 IL11 JUN KTN1 LRRC8A MFGE8 MGAM NAV3 NFKB2 NR1I2 NR1I3 NR3C1 PDE4B PLK2 PMP2 POU5F1 PPP1R14C PRRG4 PTGES3 PTGS2 RGS2 RXRA S100P SCNN1A SEC14L1 SERPINB9 SERTAD2 SLC19A2 SLC26A2 SNAI2 SPINK13 SPRY1 SRGN STOM TGFBR3 THBD TNFAIP3 TNS4 TSC22D3 ZIC2 WP_GLUCOSE_METABOLISM_IN_TRIPLE_NEGATIVE_BREAST_CANCER_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GLUCOSE_METABOLISM_IN_TRIPLE_NEGATIVE_BREAST_CANCER_CELLS HK1 LDHA PDK1 PDP1 PFKP PKM SLC16A1 SLC2A1 WP_GLUCURONIDATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GLUCURONIDATION HK1 PGM1 PGM2 PGM3 PGM5 UGDH UGP2 UGT1A1 UGT1A10 UGT1A3 UGT1A4 UGT1A5 UGT1A6 UGT1A7 UGT1A8 UGT1A9 UGT2A1 UGT2A2 UGT2A3 UGT2B10 UGT2B11 UGT2B15 UGT2B17 UGT2B28 UGT2B4 UGT2B7 WP_GLUTATHIONE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GLUTATHIONE_METABOLISM ANPEP G6PD GCLC GCLM GGT1 GGT5 GPX1 GPX2 GPX3 GPX4 GSR GSS GSTA1 GSTA5 GSTM1 GSTM2 GSTT2 IDH1 OPLAH WP_GLYCEROLIPIDS_AND_GLYCEROPHOSPHOLIPIDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GLYCEROLIPIDS_AND_GLYCEROPHOSPHOLIPIDS AGPAT4 CDIPT CDS1 CHKB CHPT1 CRLS1 DGAT1 DGAT2 DGKZ ETNK1 GPAM GPAT4 PCYT1A PCYT2 PEMT PISD PLA2G1B PLD1 PNPLA2 PNPLA3 PTDSS1 PTDSS2 WP_GLYCEROPHOSPHOLIPID_BIOSYNTHETIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GLYCEROPHOSPHOLIPID_BIOSYNTHETIC_PATHWAY AGPS CDIPT CDS2 CEPT1 CHKB CHPT1 CRLS1 GK GNPAT GPAM GPAT2 GPAT3 GPAT4 GPD1 IPMK LPIN1 LPIN2 MOGAT3 PCYT2 PEMT PGS1 PI4K2A PIK3CA PIK3CB PIK3CD PIK3CG PIP5K1A PLA2G2A PTDSS1 PTPMT1 WP_GLYCOGEN_SYNTHESIS_AND_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GLYCOGEN_SYNTHESIS_AND_DEGRADATION AGL CALM1 CALM2 CALM3 GBE1 GSK3A GSK3B GYG1 GYG2 GYS1 GYS2 HK1 HK2 HK3 HKDC1 PGM1 PHKA1 PHKA2 PHKB PHKG1 PHKG2 PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R2A PPP2R2B PPP2R2C PPP2R3A PPP2R3B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PTPA PYGB PYGL PYGM UGP2 WP_GLYCOLYSIS_AND_GLUCONEOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GLYCOLYSIS_AND_GLUCONEOGENESIS ALDOA ALDOB ALDOC DLAT DLD ENO1 ENO2 ENO3 FBP1 FBP2 G6PC1 GAPDH GCK GOT1 GOT2 GPI HK1 HK2 HK3 LDHA LDHAL6B LDHB LDHC MDH1 MDH2 MPC1 MPC2 PC PCK1 PDHA1 PFKL PFKM PFKP PGAM1 PGAM2 PGK1 PGK2 PKLR PKM SLC2A1 SLC2A2 SLC2A3 SLC2A4 SLC2A5 TPI1 WP_GLYCOLYSIS_IN_SENESCENCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GLYCOLYSIS_IN_SENESCENCE ALDOC ENO1 G6PD GAPDH HK1 LDHA PGK1 PKM PRKAA1 RB1 TP53 WP_GLYCOSAMINOGLYCAN_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GLYCOSAMINOGLYCAN_DEGRADATION ARSB GALNS GLB1 GNS GUSB HEXA HEXB HGSNAT HPSE HPSE2 HYAL1 HYAL2 HYAL4 IDS IDUA NAGLU SGSH WP_GLYCOSAMINOGLYCAN_SYNTHESIS_IN_FIBROBLASTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GLYCOSAMINOGLYCAN_SYNTHESIS_IN_FIBROBLASTS B3GALT6 B3GAT1 B3GAT2 B3GAT3 B4GALT7 CHPF CHPF2 CHST1 CHST11 CHST12 CHST13 CHST14 CHST15 CHST3 CHST7 CHSY1 CHSY3 CSGALNACT1 CSGALNACT2 DSE EXT1 EXT2 EXTL1 EXTL2 EXTL3 GLCE HS2ST1 HS3ST1 HS3ST2 HS3ST3A1 HS3ST3B1 HS6ST1 HS6ST2 HS6ST3 NDST1 NDST2 NDST3 NDST4 UST XYLT1 XYLT2 WP_GLYCOSPHINGOLIPID_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GLYCOSPHINGOLIPID_METABOLISM A3GALT2 A4GALT ARSA B3GALT1 B3GALT2 B3GNT5 B4GALNT1 B4GALT3 B4GALT4 B4GALT5 B4GALT6 GAL3ST1 GALC GBA1 GBA2 GLA NEU3 NEU4 ST3GAL5 UGCG UGT8 WP_GLYCOSYLATION_AND_RELATED_CONGENITAL_DEFECTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GLYCOSYLATION_AND_RELATED_CONGENITAL_DEFECTS ALG1 ALG11 ALG12 ALG13 ALG14 ALG2 ALG3 ALG6 ALG8 ALG9 B4GALT1 DOLK DPAGT1 DPM1 DPM2 DPM3 GMPPB MAGT1 MGAT2 MOGS MPDU1 MPI PMM2 SRD5A3 TUSC3 WP_GLYOXYLATE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GLYOXYLATE_METABOLISM AGXT ALDH4A1 DAO GOT2 GRHPR HAO1 HOGA1 LDHA PRODH2 PXMP2 SLC26A1 WP_GPCRS_CLASS_A_RHODOPSIN_LIKE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GPCRS_CLASS_A_RHODOPSIN_LIKE ACKR2 ACKR3 ACKR4 ADORA1 ADORA2A ADORA2B ADORA3 ADRA1A ADRA1B ADRA1D ADRA2A ADRA2B ADRA2C ADRB1 ADRB2 ADRB3 AGTR1 AGTR2 APLNR AVPR1A AVPR1B AVPR2 BDKRB1 BDKRB2 BRS3 C3AR1 C5AR2 CCKAR CCKBR CCR1 CCR10 CCR2 CCR3 CCR4 CCR5 CCR6 CCR7 CCR8 CCR9 CCRL2 CHML CHRM1 CHRM2 CHRM3 CHRM4 CHRM5 CMKLR1 CMKLR2 CNR1 CNR2 CX3CR1 CXCR1 CXCR2 CXCR3 CXCR4 CXCR5 CYSLTR1 CYSLTR2 DRD1 DRD2 DRD3 DRD4 DRD5 EDNRA EDNRB F2R F2RL1 F2RL2 F2RL3 FFAR1 FFAR2 FFAR3 FPR1 FPR2 FPR3 FSHR GALR1 GALR2 GALR3 GHSR GPER1 GPR12 GPR15 GPR161 GPR17 GPR171 GPR173 GPR174 GPR18 GPR19 GPR20 GPR21 GPR22 GPR25 GPR27 GPR3 GPR31 GPR32 GPR34 GPR35 GPR37 GPR37L1 GPR39 GPR4 GPR42 GPR45 GPR50 GPR52 GPR6 GPR63 GPR65 GPR68 GPR75 GPR83 GPR85 GPR87 GRPR HCAR1 HCAR3 HCRTR1 HCRTR2 HRH1 HRH2 HRH3 HTR1A HTR1B HTR1D HTR1E HTR1F HTR2A HTR2B HTR2C HTR4 HTR5A HTR6 HTR7 LHCGR LPAR4 LPAR5 LPAR6 LTB4R MAS1 MAS1L MC1R MC2R MC3R MC4R MC5R MCHR1 MLNR MTNR1A MTNR1B NMBR NMUR1 NMUR2 NPBWR1 NPBWR2 NPFFR1 NPFFR2 NPY1R NPY2R NPY4R NPY5R NPY6R NTSR1 NTSR2 OPN1LW OPN1MW OPN1SW OPN3 OPN4 OPRD1 OPRK1 OPRL1 OPRM1 OR10A4 OR10A5 OR10H1 OR10H2 OR10H3 OR10J1 OR11A1 OR12D3 OR14J1 OR1A1 OR1A2 OR1C1 OR1D2 OR1D4 OR1D5 OR1E1 OR1E2 OR1F1 OR1G1 OR1I1 OR1Q1 OR2A4 OR2AG1 OR2B2 OR2B3 OR2B6 OR2C1 OR2D2 OR2F1 OR2F2 OR2H1 OR2H2 OR2J1 OR2J2 OR2J3 OR2S2 OR2T1 OR2W1 OR3A1 OR3A2 OR3A3 OR5F1 OR5I1 OR5V1 OR6A2 OR6B1 OR7A10 OR7A17 OR7A5 OR7C1 OR7C2 OR8B8 OR8D2 OXTR P2RY1 P2RY10 P2RY11 P2RY12 P2RY13 P2RY14 P2RY2 P2RY4 P2RY6 PRLHR PTAFR PTGDR PTGDR2 PTGER1 PTGER2 PTGER3 PTGER4 PTGFR PTGIR RGL4 RHO RRH SSTR1 SSTR2 SSTR3 SSTR4 SSTR5 SUCNR1 TBXA2R TRHR XCR1 WP_GPCRS_CLASS_B_SECRETIN_LIKE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GPCRS_CLASS_B_SECRETIN_LIKE ADCYAP1R1 ADGRE1 ADGRE2 ADGRE5 ADGRG2 ADGRL1 ADGRL2 ADGRL3 ADGRL4 CALCR CALCRL CRHR1 CRHR2 GCGR GHRHR GIPR GLP1R GLP2R LINC02210-CRHR1 PTH1R PTH2R SCTR VIPR1 VIPR2 WP_GPCRS_CLASS_C_METABOTROPIC_GLUTAMATE_PHEROMONE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GPCRS_CLASS_C_METABOTROPIC_GLUTAMATE_PHEROMONE CASR GABBR1 GABBR2 GPRC5A GPRC5B GPRC5C GPRC5D GRM1 GRM2 GRM3 GRM4 GRM5 GRM6 GRM7 GRM8 WP_GPCRS_OTHER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GPCRS_OTHER ACKR1 ADGRD1 ADGRE2 ADGRE3 ADGRF5 ADGRG1 ADGRL2 ADGRL3 ADGRV1 ADORA2A ADORA3 ADRA1D ADRB2 ALG6 C5AR2 CCKBR CCR5 CELSR1 CELSR2 CELSR3 CHRM2 CHRM3 CNR1 CXCR1 CXCR2 CXCR3 DRD3 DRD4 EDNRA F2R FSHR GHRHR GNRHR GPR132 GPR135 GPR143 GPR162 GPR17 GPR176 GPR18 GPR183 GPR55 GPR61 GPR62 GPR83 GPR84 GPR88 GRM1 GRM8 GRPR HRH4 HTR1F HTR2A HTR7 LGR6 LTB4R2 MCHR2 NTSR1 OR10A2 OR10A5 OR1E1 OR1F1 OR1G1 OR1N1 OR2A20P OR2A4 OR2A5 OR2B6 OR2F1 OR2H1 OR2M4 OR3A1 OR3A3 OR5AC2 OR6C2 OR6C3 OR7A17 OR7E24 OR8G1 P2RY11 P2RY13 PROKR2 PTGFR RXFP1 RXFP3 S1PR1 SMO SSTR2 TAAR2 TAAR3P TAAR5 UTS2R VN1R1 WP_GPR143_IN_MELANOCYTES_AND_RETINAL_PIGMENT_EPITHELIUM_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GPR143_IN_MELANOCYTES_AND_RETINAL_PIGMENT_EPITHELIUM_CELLS ADCY2 ADCY4 ADCY9 ARRB1 ARRB2 ASIP CREB1 DCT GNA15 GNAQ GNAS GPR143 ITPR1 MC1R MITF MLANA PLCB1 PLCB2 PLCB3 PLCB4 PMEL POMC PRKACA PRKACB PRKACG PRKCB SERPINF1 TYR TYRP1 VEGFA WP_GPR40_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GPR40_PATHWAY FFAR1 GNA11 ITPR3 PKD1 PLCB1 PLCB2 PLCB3 PLCD1 PLCD3 PLCE1 PLCG1 PLCG2 PLCH1 PLCL1 PLCZ1 WP_GROWTH_FACTORS_AND_HORMONES_IN_BETA_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GROWTH_FACTORS_AND_HORMONES_IN_BETA_CELL_PROLIFERATION AKT1 AKT2 AKT3 BRAF CDK2 CDK4 CRTC2 DLK1 FLT1 FOXM1 FOXO1 IGF1 IGF1R INS INSR KRAS MAPK1 MAPK3 MYC PDGFA PDX1 PGF RAB43 RASSF1 SMAD7 TGFBR1 WP_G_PROTEIN_SIGNALING_PATHWAYS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_G_PROTEIN_SIGNALING_PATHWAYS ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 AKAP1 AKAP10 AKAP11 AKAP12 AKAP13 AKAP3 AKAP4 AKAP5 AKAP6 AKAP7 AKAP8 AKAP9 ARHGEF1 CALM1 GNA11 GNA12 GNA13 GNA14 GNA15 GNAI1 GNAI2 GNAI3 GNAL GNAO1 GNAQ GNAS GNAZ GNB1 GNB2 GNB3 GNB5 GNG10 GNG11 GNG12 GNG13 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 HRAS ITPR1 KCNJ3 KRAS NRAS PDE1A PDE1B PDE1C PDE4A PDE4B PDE4C PDE4D PDE7A PDE7B PDE8A PDE8B PLCB3 PPP3CA PPP3CC PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCA PRKCB PRKCD PRKCE PRKCG PRKCH PRKCI PRKCQ PRKCZ PRKD1 PRKD3 RHOA RRAS SLC9A1 WP_H19_ACTION_RB_E2F1_SIGNALING_AND_CDK_BETA_CATENIN_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_H19_ACTION_RB_E2F1_SIGNALING_AND_CDK_BETA_CATENIN_ACTIVITY CCND1 CDH1 CDK4 CDK8 CSRP2 CTNNB1 E2F1 JAG1 MACROH2A1 MED1 PMAIP1 RB1 SOX4 TULP3 WP_HAIR_FOLLICLE_DEVELOPMENT_CYTODIFFERENTIATION_PART_3_OF_3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_HAIR_FOLLICLE_DEVELOPMENT_CYTODIFFERENTIATION_PART_3_OF_3 ADAM17 ADAMTS20 BCL11B BMP4 BMP6 BMPR1A CASP14 CCN2 CD200 CD34 CTNNB1 CUX1 DKK1 DKK3 DKK4 DLX3 DSC2 DSG1 DSG4 EGFR EGR2 ELANE FOS FOSB FOXE1 FOXN1 FOXQ1 FST FZD1 GAS1 GATA3 GJB6 GLI2 GPRC5D GSDMA GTPBP4 HOXC12 HR IFNG IGF1 IGFBP5 JUN KITLG KLK13 KLK14 KLK4 KLK5 KLK6 KLK7 KRT15 KRT19 KRTAP15-1 KRTAP2-4 KRTAP3-3 KRTAP6-1 KRTAP8-1 LEF1 LGR5 LHX2 LRIG1 MSX1 MSX2 NFATC1 NFKB1 NOTCH1 NOTCH2 NR3C1 PERP PHLDA1 PROM1 RBPJ RUNX3 S100A4 SFRP1 SMAD1 SMAD4 SOSTDC1 SOX2 SOX9 SPINK5 SPINK6 TCF3 TCF4 TP63 WIF1 WNT5A ZBTB16 WP_HAIR_FOLLICLE_DEVELOPMENT_ORGANOGENESIS_PART_2_OF_3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_HAIR_FOLLICLE_DEVELOPMENT_ORGANOGENESIS_PART_2_OF_3 BMP4 CCND1 CCND2 CDH1 CTNNB1 EDA EDAR FGF1 FGFR2 FOXI3 FZD1 GJB6 GLI1 GLI2 GTPBP4 INHBA ITGB1 LAMA5 LEF1 LRP5 MYC NCAM1 NFKB1 PDGFA PDGFRA PTCH1 RUNX2 SHH SMO SNAI1 TP63 WNT5A WP_HEAD_AND_NECK_SQUAMOUS_CELL_CARCINOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_HEAD_AND_NECK_SQUAMOUS_CELL_CARCINOMA AJUBA AKT1 AKT2 AKT3 BIRC2 CASP8 CCND1 CDK4 CDK6 CDKN1A CDKN2A CSMD3 CTNNB1 CUL3 DDIT4 E2F1 EGFR EIF4E EIF4EBP1 ERBB2 FADD FAT1 FGFR1 FGFR2 FGFR3 FKBP1A GAB1 HRAS IGF1R IRF6 KEAP1 KRAS MAML1 MAPKAP1 MIRLET7C MLST8 MTOR NFE2L2 NFKB1 NFKB2 NOTCH1 NOTCH2 NRAS NUMB PDPK1 PIK3CA PIK3CB PIK3CG PIK3R1 PIK3R2 PIK3R5 PRKAA1 PRKAA2 PTEN RB1 REL RELA RHEB RICTOR RPS6 RPS6KB2 RPTOR SESN1 SESN2 SMAD4 STK11 TERT TGFBR2 TP53 TP63 TRAF3 TSC1 TSC2 VEGFA WP_HEART_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_HEART_DEVELOPMENT BHLHE40 BMP10 BMP2 BMP4 BMPR1A BMPR2 CTNNB1 ERBB3 FGF10 FGF8 FOXA2 FOXC1 FOXC2 FOXH1 GATA4 GATA6 HAND1 HAND2 HEY1 HEY2 IRX4 ISL1 MAPK1 MEF2C MIR1-1 MIR143 MIR145 NFATC1 NFATC2 NFATC3 NFATC4 NKX2-5 NOTCH1 PITX2 PTPN11 SHH SMAD1 SMAD4 SMYD1 SRF TBX1 TBX2 TBX20 TBX5 VEGFA VEGFB VEGFC WP_HEDGEHOG_SIGNALING_PATHWAY_WP4249 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_HEDGEHOG_SIGNALING_PATHWAY_WP4249 ARRB1 ARRB2 BCL2 BOC CCND1 CCND2 CDON CSNK1A1 CSNK1A1L CSNK1D CSNK1E CSNK1G1 CSNK1G2 CSNK1G3 CUL3 DHH EVC EVC2 FBXL17 GAS1 GLI1 GLI2 GLI3 GPR161 GRK2 GRK3 HHIP IHH KIF3A KIF7 LRP2 PRKACA PRKACB PRKACG PTCH1 PTCH2 SHH SMO SMURF1 SMURF2 SPOP SPOPL SUFU WP_HEDGEHOG_SIGNALING_PATHWAY_WP47 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_HEDGEHOG_SIGNALING_PATHWAY_WP47 BMAL1 DHH GLI1 GLI2 GLI3 GRK2 IHH KIF7 PTCH1 PTCH2 SAP18 SHH SIN3A SMO STK36 SUFU WP_HEMATOPOIETIC_STEM_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_HEMATOPOIETIC_STEM_CELL_DIFFERENTIATION ACVR1B CBFA2T3 CD34 CIITA CSF1 CSF2 CSF3 CXCR4 EPO FLI1 FOS FOSB GATA1 GATA2 GP9 GYPA HES6 HMGN5 IKZF1 IL1A IL1B IL3 IL5 IL6 IRF5 ITGA2B ITGB3 KCNH2 KITLG KLF1 LEF1 LMO2 LYL1 MIR15A MIR16-1 MIR223 MUC1 MXI1 MYB NCKAP1L NFATC2 NFE2 NOTCH1 PIM1 RHOH RIOK3 RUNX1 SEC14L2 SPI1 STAT5A THRB TNXB TPO TRAF3IP3 TRIM29 VAV1 ZNF835 WP_HEMATOPOIETIC_STEM_CELL_GENE_REGULATION_BY_GABP_ALPHA_BETA_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_HEMATOPOIETIC_STEM_CELL_GENE_REGULATION_BY_GABP_ALPHA_BETA_COMPLEX ADAMTSL4-AS1 ATM BCL2 BCL2L1 CREBBP DNMT1 DNMT3A DNMT3B EP300 ETV6 FLT3 FOXO3 GABPA GABPB1 GZMB MCL1 PTEN SMAD4 SMARCA4 TERF2 ZFX WP_HEMESYNTHESIS_DEFECTS_AND_PORPHYRIAS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_HEMESYNTHESIS_DEFECTS_AND_PORPHYRIAS ALAD ALAS1 ALAS2 CPOX FECH HMBS PPOX UROD UROS WP_HEME_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_HEME_BIOSYNTHESIS ALAD ALAS1 ALAS2 CPOX FECH HMBS PPOX UROD UROS WP_HEPATITIS_B_INFECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_HEPATITIS_B_INFECTION AKT1 AKT2 AKT3 APAF1 ARAF ATF2 ATF4 ATF6B ATP6AP1 BAD BAX BCL2 BID BIRC5 BRAF CASP10 CASP3 CASP8 CASP9 CDKN1A CHUK CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 CREBBP CXCL8 CYCS DDB1 DDB2 DDX3X EGR2 EGR3 ELK1 EP300 FADD FAS FASLG FOS GRB2 HRAS HSPG2 IFIH1 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR1 IFNB1 IKBKB IKBKE IKBKG IL6 IRAK1 IRAK4 IRF3 IRF7 JAK1 JAK2 JAK3 JUN KRAS MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K6 MAP2K7 MAP3K1 MAP3K7 MAPK1 MAPK10 MAPK11 MAPK12 MAPK13 MAPK14 MAPK3 MAPK8 MAPK9 MAVS MMP9 MYC MYD88 NFATC1 NFATC2 NFATC3 NFATC4 NFKB1 NRAS PCNA PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PRKCA PRKCB PRKCG PTK2B RAF1 RELA RIGI SLC10A1 SMAD2 SMAD3 SMAD4 SOS1 SOS2 SRC STAT1 STAT2 STAT3 STAT4 STAT5A STAT5B STAT6 TAB1 TAB2 TBK1 TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TICAM1 TICAM2 TIRAP TLR2 TLR3 TLR4 TNF TRAF3 TRAF6 TYK2 VDAC3 YWHAB YWHAQ YWHAZ WP_HEPATITIS_C_AND_HEPATOCELLULAR_CARCINOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_HEPATITIS_C_AND_HEPATOCELLULAR_CARCINOMA AKT1 BCL2L1 BIRC3 BIRC5 BRCA1 CASP3 CASP7 CASP9 CCND1 CD44 CDKN1A COL4A2 CTTN CXCL8 CXCR1 E2F2 FASLG FRZB GRB2 HIF1A HNF1A IL6 IL6R JAK1 JUN LEF1 MAPK14 MAPK3 MAPK8 MIR155 MIR24-1 MIR24-2 MIR34A MIR744 MIR92A1 MIR92A2 MMP1 MYC MYOF NFKB1 NOS2 PODXL PTGS2 PTPN11 RAC1 RRM2 SMAD3 SMAD4 SOS1 STAT3 TGFB1 TGFBR1 TP53 UCHL1 VAV2 VEGFA WP_HEPATOCYTE_GROWTH_FACTOR_RECEPTOR_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_HEPATOCYTE_GROWTH_FACTOR_RECEPTOR_SIGNALING CRK CRKL DOCK1 ELK1 FOS GAB1 GRB2 HGF HRAS ITGA1 ITGB1 JUN MAP2K1 MAP2K2 MAP4K1 MAPK1 MAPK3 MAPK8 MET PAK1 PIK3CA PTEN PTK2 PTK2B PTPN11 PXN RAF1 RAP1A RAP1B RAPGEF1 RASA1 SOS1 SRC STAT3 WP_HEREDITARY_LEIOMYOMATOSIS_AND_RENAL_CELL_CARCINOMA_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_HEREDITARY_LEIOMYOMATOSIS_AND_RENAL_CELL_CARCINOMA_PATHWAY ACACA ACACB CUL3 EGLN1 HIF1A KEAP1 LDHA NFE2L2 PDHA1 PDHA2 PDHB PDK1 PRKAA1 PRKAB1 PRKAG1 RPS6 SLC11A2 SLC2A1 TP53 VEGFA WP_HFE_EFFECT_ON_HEPCIDIN_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_HFE_EFFECT_ON_HEPCIDIN_PRODUCTION BMP6 HAMP HFE HJV ID1 SMAD7 TMPRSS6 WP_HIF1A_AND_PPARG_REGULATION_OF_GLYCOLYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_HIF1A_AND_PPARG_REGULATION_OF_GLYCOLYSIS GAPDH GPAT3 GPD1 HIF1A LDHA PPARG SLC2A1 TPI1 WP_HIJACK_OF_UBIQUITINATION_BY_SARS_COV_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_HIJACK_OF_UBIQUITINATION_BY_SARS_COV_2 CBFB CUL2 ELOB ELOC NAE1 RBX1 UBA3 ZYG11B WP_HIPPOCAMPAL_SYNAPTOGENESIS_AND_NEUROGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_HIPPOCAMPAL_SYNAPTOGENESIS_AND_NEUROGENESIS BCL2 BDNF CALM1 CAMK2A CAMK2B CAMK4 CAMKK1 CAMKK2 CCND2 CREB1 DIO2 DRD1 HNRNPL MAPK1 MAPK14 NCAM1 NRXN1 PPARGC1A PRKCA PRL RPS6KA1 RPS6KA5 SYT12 SYT2 WP_HIPPO_MERLIN_SIGNALING_DYSREGULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_HIPPO_MERLIN_SIGNALING_DYSREGULATION AJUBA AMOT BUB1B-PAK6 CCN2 CCND1 CD44 CDH1 CDH10 CDH11 CDH12 CDH13 CDH15 CDH16 CDH17 CDH18 CDH19 CDH2 CDH20 CDH22 CDH24 CDH3 CDH4 CDH5 CDH6 CDH7 CDH8 CDH9 CSF1R CTNNA1 CTNNB1 CUL4A CXCL10 DCAF1 DDB1 EGFR EPHA2 FGFR1 FGFR2 FGFR3 FGFR4 FLT1 FLT3 FLT4 FOXM1 HRAS IGF1R INSR ITGA1 ITGA10 ITGA11 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA6 ITGA7 ITGA8 ITGA9 ITGAD ITGAE ITGAL ITGAM ITGAV ITGAX ITGB1 ITGB2 ITGB3 ITGB4 ITGB5 ITGB6 ITGB7 ITGB8 KDR KIT KRAS LATS1 LATS2 LIN28B MET MIR98 MST1 MYC NF2 NGFR NRAS NTRK1 NTRK2 PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 PDGFRA PDGFRB PLCB4 PPP1CA PPP1CB PPP1CC PPP1R12A PPP1R14A PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PTK2 RBX1 SAV1 STK3 TEAD1 TEAD2 TEAD3 TEAD4 TEK VGLL4 WWTR1 YAP1 WP_HIPPO_SIGNALING_REGULATION_PATHWAYS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_HIPPO_SIGNALING_REGULATION_PATHWAYS CDC42 CDH1 CDH10 CDH11 CDH12 CDH13 CDH15 CDH16 CDH17 CDH18 CDH19 CDH2 CDH20 CDH22 CDH24 CDH3 CDH4 CDH5 CDH6 CDH7 CDH8 CDH9 CSF1R CTNNB1 EGFR EPHA2 FGFR1 FGFR2 FGFR3 FGFR4 FLT1 FLT3 FLT4 GNA11 GNAI2 GNAI3 GNAL GNAQ GNAS IGF1R INSR KDR KIT LATS1 LATS2 LEF1 MET MST1 MTOR NF2 NGFR NTRK1 NTRK2 PDGFRA PDGFRB PLCB1 PLCB2 PLCB3 PLCB4 PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKACA PRKACB PRKACG PRKAG1 PRKAG2 PRKAG3 PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCA PRKCB PRKCD PRKCE PRKCG PRKCH PRKCI PRKCQ PRKCZ PRKD3 RAC1 RHOA SMAD2 SMAD3 STK3 TCF7 TCF7L1 TCF7L2 TEAD1 TEAD2 TEAD3 TEAD4 TEK WWTR1 YAP1 WP_HIPPO_YAP_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_HIPPO_YAP_SIGNALING CXCL10 LATS1 LATS2 MAP4K1 MAP4K2 MAP4K3 MAP4K4 MINK1 MST1 NDRG1 NF2 RASSF1 SAV1 STK3 STK38L TEAD1 TEAD2 TEAD3 TEAD4 TNIK WWTR1 YAP1 WP_HISTONE_MODIFICATIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_HISTONE_MODIFICATIONS AEBP2 ASH1L DOT1L EED EHMT1 EHMT2 EZH1 EZH2 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C7 H4C8 H4C9 KMT2A KMT2B KMT2C KMT2D KMT2E KMT5A KMT5B KMT5C NSD1 PRDM2 SET SETBP1 SETD1A SETD1B SETD2 SETD3 SETD4 SETD5 SETD6 SETD7 SETD9 SETDB1 SETDB2 SETMAR SMYD1 SMYD2 SMYD3 SMYD4 SMYD5 SUV39H1 SUV39H2 WP_HOMOLOGOUS_RECOMBINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_HOMOLOGOUS_RECOMBINATION ATM BRCA2 MRE11 NBN POLD1 POLD2 POLD3 POLD4 RAD50 RAD51 RAD52 RAD54B RPA1 WP_HORMONAL_CONTROL_OF_PUBERTAL_GROWTH_SPURT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_HORMONAL_CONTROL_OF_PUBERTAL_GROWTH_SPURT GH1 GHRH GNRH1 IGF1 SST WP_HOST_PATHOGEN_INTERACTION_OF_HUMAN_CORONAVIRUSES_APOPTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_HOST_PATHOGEN_INTERACTION_OF_HUMAN_CORONAVIRUSES_APOPTOSIS ADAMTSL4-AS1 AKT1 APAF1 BAD BAX BBC3 BCL2 BCL2L1 BCL2L11 BID CASP3 CASP7 CASP8 CASP9 FADD FASLG MAPK11 MAPK12 MAPK13 MAPK14 MCL1 TNF WP_HOST_PATHOGEN_INTERACTION_OF_HUMAN_CORONAVIRUSES_AUTOPHAGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_HOST_PATHOGEN_INTERACTION_OF_HUMAN_CORONAVIRUSES_AUTOPHAGY ATG10 ATG12 ATG13 ATG16L1 ATG16L2 ATG3 ATG4A ATG5 ATG7 BECN1 MAP1LC3A MTOR PIK3C3 PIK3R4 RB1CC1 ULK1 ULK2 WIPI1 ZFYVE1 WP_HOST_PATHOGEN_INTERACTION_OF_HUMAN_CORONAVIRUSES_INTERFERON_INDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_HOST_PATHOGEN_INTERACTION_OF_HUMAN_CORONAVIRUSES_INTERFERON_INDUCTION CHUK EIF2AK2 FOS IFIH1 IFNAR1 IFNAR2 IKBKB IKBKE IKBKG IRF3 IRF9 JAK1 JUN MAP3K7 MAPK14 MAPK8 MAVS MYD88 NFKB1 NFKBIA OAS1 OAS2 OAS3 RIGI RIPK1 STAT1 STAT2 TBK1 TICAM1 TLR7 TRAF3 TRAF6 TYK2 WP_HOST_PATHOGEN_INTERACTION_OF_HUMAN_CORONAVIRUSES_MAPK_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_HOST_PATHOGEN_INTERACTION_OF_HUMAN_CORONAVIRUSES_MAPK_SIGNALING ATF2 BCL2 BST2 DDIT3 EIF4E FOS IFI27 IFITM1 IFITM2 IFITM3 JUN JUNB MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K6 MAP2K7 MAP3K1 MAP3K10 MAP3K11 MAP3K4 MAP3K9 MAPK1 MAPK10 MAPK11 MAPK12 MAPK13 MAPK14 MAPK3 MAPK8 MAPK9 RAF1 RPS6KA1 RPS6KA2 RPS6KA3 WP_HYPERTROPHY_MODEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_HYPERTROPHY_MODEL ADAM10 ANKRD1 ATF3 CCN1 DUSP14 EIF4E EIF4EBP1 HBEGF IFNG IFRD1 IL18 IL1A IL1R1 JUND MSTN MYOG NR4A3 VEGFA WDR1 ZEB1 WP_HYPOTHESIZED_PATHWAYS_IN_PATHOGENESIS_OF_CARDIOVASCULAR_DISEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_HYPOTHESIZED_PATHWAYS_IN_PATHOGENESIS_OF_CARDIOVASCULAR_DISEASE AGTR1 ANGPT2 CCN2 ENG FBN1 FBN2 FBN3 FLNA LTBP1 LTBP2 MAPK1 MAPK14 MAPK3 MAPK8 NR2C2 POSTN RUNX2 SERPINE1 SHC1 SMAD2 SMAD3 SMAD4 TGFBR1 TGFBR2 TGFBR3 WP_HYPOTHETICAL_CRANIOFACIAL_DEVELOPMENT_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_HYPOTHETICAL_CRANIOFACIAL_DEVELOPMENT_PATHWAY ARHGAP29 FGD5P1 IRF6 RHOA TFAP2A TGFB3 TP63 WNT1 WP_IDO_METABOLIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_IDO_METABOLIC_PATHWAY AADAT GOT2 IDO1 IDO2 IFNG KMO KYAT1 KYAT3 KYNU TDO2 TNF WP_ID_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ID_SIGNALING_PATHWAY CCNE1 CDK2 ELK1 ELK3 ELK4 ID1 ID2 ID3 MYOD1 PAX2 PAX5 PAX8 RB1 RBL1 RBL2 SREBF1 WP_IL1_AND_MEGAKARYOCYTES_IN_OBESITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_IL1_AND_MEGAKARYOCYTES_IN_OBESITY CCL2 CCR3 F2 F2R FCER1A HBEGF ICAM1 IFNG IL18 IL1B IL1R1 IRAK1 MMP9 MYD88 NFKB1 NLRP3 PIK3CA PLA2G7 S100A9 SELENBP1 TIMP1 TIMP2 TLR1 TLR2 WP_IL6_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_IL6_SIGNALING_PATHWAY AGT AKT1 BAD BCL2L1 CREBBP CRP GAB1 GRB2 GSK3B HCK HDAC1 IL6 IL6R IL6ST IRF1 JAK1 JAK2 JUNB MAP2K1 MAP2K2 MAP2K4 MAP3K7 MAPK1 MAPK3 NCOA1 NLK NR2F6 PIK3R1 PIK3R2 PRDM1 PRKCD PTPN11 RAC1 RPS6KB1 SHC1 SOCS3 SOS1 STAT1 STAT3 TIMP1 TYK2 VAV1 VIP WP_IL_10_ANTI_INFLAMMATORY_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_IL_10_ANTI_INFLAMMATORY_SIGNALING_PATHWAY BLVRA BLVRB HMOX1 IL10 IL10RA IL10RB IL1A IL6 JAK1 STAT1 STAT2 STAT3 WP_IL_17_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_IL_17_SIGNALING_PATHWAY AKT1 CEBPB CEBPD GSK3B IKBKB IKBKG IL17A IL17B IL17C IL17D IL17F IL17RA IL17RB IL17RC IL17RD IL17RE IL25 JAK1 JAK2 MAP3K14 MAP3K7 MAPK1 MAPK3 NFKB1 NFKBIB PIK3CA RELA SP1 STAT3 TRAF3 TRAF3IP2 TRAF6 WP_IL_18_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_IL_18_SIGNALING_PATHWAY ACACB BAX BID CASP3 CASP8 CEBPB CFLAR CHUK CSN2 CTNNB1 CYCS ELAVL1 FAS FASLG GATA1 GRIN2B GSK3B HSPB1 IKBKB IL18 IL18R1 IL18RAP IL37 IMP3 IRAK1 IRF1 LCK MAP2K7 MAP3K7 MAPK1 MAPK3 MAPK9 MEF2A MYD88 NCF1 NCF2 NFATC4 NFKB1 NFKBIA NOX1 PARP1 PIK3R1 PRKAA1 PRKCA PRKCB PRKCD PTEN RELA RPS6KB1 SLC12A3 SP1 TICAM2 TNF TNFRSF1A TP53 TRAF6 WP_IL_19_SIGNALING_PATHWAY_MAP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_IL_19_SIGNALING_PATHWAY_MAP ACTA2 AKT1 CCL11 CCNB1 COL1A1 CXCR4 IL19 IL20RA IL20RB IL4 IL4R JAK1 MAPK1 MAPK14 MAPK3 MAPK8 MMP1 MUC5AC NFKB1 RAC1 SOCS1 SOCS5 STAT1 STAT3 STAT6 TGFB1 TNF TNFRSF1A WP_IL_1_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_IL_1_SIGNALING_PATHWAY AKT1 ATF2 CHUK ECSIT HSPB2 IKBKB IKBKG IL1A IL1B IL1R1 IL1RAP IRAK1 IRAK2 IRAK3 IRAK4 JUN MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K6 MAP2K7 MAP3K1 MAP3K14 MAP3K2 MAP3K3 MAP3K7 MAPK1 MAPK14 MAPK3 MAPK8 MAPK9 MAPKAPK2 MYD88 NFKB1 NFKBIA NFKBIB PELI1 PELI2 PIK3R1 PIK3R2 PLCG1 PRKCZ PTPN11 REL RELA SQSTM1 TAB1 TAB2 TAB3 TOLLIP TRAF6 UBE2N UBE2V1 WP_IL_24_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_IL_24_SIGNALING_PATHWAY ABCB1 ABCC1 ABCG2 ADAMTSL4-AS1 AIFM1 AK1 AKT1 ANXA5 AP3S1 APC ATF2 ATF4 ATG5 ATM BAD BAK1 BAX BBC3 BCL2 BCL2L1 BCL2L11 BCL6 BECN1 BIRC5 BMI1 BRCA2 BSG CASP2 CASP3 CASP4 CASP7 CASP8 CASP9 CCDC25 CCNB1 CCND1 CCNE1 CCS CD14 CD1A CD200 CD34 CD36 CD40 CD44 CD80 CD82 CD83 CD86 CDC25A CDC25C CDH1 CDK1 CDK2 CDK5RAP3 CDKN1A CDKN1B CDKN2A CDKN2B CENPA CFLAR CHEK1 CHEK2 CHUK COL6A2 CREBBP CTNNB1 CTSB CXCL8 CXCR4 CYCS CYP11B2 DDIT3 DNPH1 DSTN EEF1E1 EGFR EIF2A EIF2AK2 EIF2AK3 EIF2S1 EIF4A1 EIF4E EIF4EBP1 EIF4G1 EIF5A ELOB ERN1 FADD FAS FASLG FBP1 FLG FZD1 GADD45A GADD45G GPX1 GSK3B GSS GZMB H2AX HLA-C HLA-DRB1 HOXA9 HSP90AA1 HSP90B1 HSPA5 HSPB1 HSPE1 ICAM1 IFNG IKBKB IKBKG IL12A IL2 IL24 IL6 ILK IRF1 IRF2 ITGA2B ITGAM ITGB4 JAK1 JUN KDR KEAP1 KRT1 KRT13 KRT14 KRT4 KRT5 LORICRIN MAP1LC3A MAP2K7 MAP3K1 MAP3K14 MAP3K2 MAPK1 MAPK10 MAPK14 MAPK3 MAPK8 MAPKAPK2 MCL1 MEIS1 MFN2 MICA MICB MIR17 MIR200C MIR221 MIRLET7C MKI67 MME MMP1 MMP14 MMP2 MMP3 MMP9 MST1 MT-CO2 MTOR MVD MYC NAA10 NDRG1 NDUFA13 NFE2L2 NFKBIA NOS2 ODC1 PARK7 PARP1 PCNA PDGFB PDGFRA PDIA3 PECAM1 PIK3CA PIK3CD PIK3R1 PLCG1 PMAIP1 PPP1R15A PPP2CB PRDM1 PRF1 PRKAA1 PRKACA PRKG1 PROM1 PSMD9 PTEN PTK2 PTPA PTPRC RB1 RELA RPS6 RPS6KB1 S100A2 S100A6 SDC1 SF3B1 SIGMAR1 SOD1 SOD2 SOX2 SPRYD4 SQSTM1 SRC STAT1 STAT3 TGFB1 TLR3 TMBIM4 TNF TNFRSF10A TNFRSF10B TNFRSF1A TNFRSF1B TOP2A TP53 TRADD TRAF2 TWIST1 TXN TXNRD1 TXNRD2 VCAM1 VEGFA VEGFC VEGFD XBP1 XIAP YKT6 WP_IL_26_SIGNALING_PATHWAYS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_IL_26_SIGNALING_PATHWAYS ACTA2 AKT1 ATP6V0D2 BAX CASP3 CCL20 CSF2 CTSK CXCL8 DCSTAMP DDIT3 DEFB4A DEFB4B EPHA3 ICAM1 IL10 IL10RB IL17A IL1B IL20RA IL26 IL33 IL6 JAK1 JAK2 JUN MAPK1 MAPK14 MAPK3 MAPK8 MAPK9 MMP1 MMP9 MPO MT-CO2 NFATC1 NFKBIA PIK3CA RELA RORC SMAD2 SOCS3 STAT1 STAT3 TNF TNFSF11 TYK2 WP_IL_2_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_IL_2_SIGNALING_PATHWAY AKT1 CBL CISH CRKL FOXO3 FYN GAB2 GRB2 HRAS IL2 IL2RA IL2RB IL2RG JAK1 JAK3 LCK MAP2K1 MAP2K2 MAPK1 MAPK3 MAPT NMI PIK3R1 PTK2B PTPN11 RAF1 RPS6 RPS6KB1 RPS6KB2 SHC1 SOCS3 SOS1 STAT1 STAT3 STAT5A STAT5B SYK WP_IL_3_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_IL_3_SIGNALING_PATHWAY AKT1 BAD BCL2 BCL2L1 CBL CCR3 CD69 CD86 CRKL CSF2RB CXCL8 ENPP3 FOS FYN GAB2 GRB2 HCK HRAS IL3 IL3RA IL5RA INPP5D JAK1 JAK2 JUN LYN MAP2K1 MAPK1 MAPK3 MAPK8 PIK3CD PIK3R1 PIK3R2 PRKACA PTPN11 PTPN6 RAF1 RAPGEF1 SHC1 SOS1 SRC STAT3 STAT5A STAT5B SYK TGFB1 VAV1 YWHAB YWHAQ WP_IL_4_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_IL_4_SIGNALING_PATHWAY AKT1 ATF2 BAD CBL CEBPA CEBPB CHUK DOK2 ELK1 EP300 FES FLNA FOS GAB2 GRB2 IKBKB IL2RG IL4 IL4R INPP5D IRS1 IRS2 JAK1 JAK2 JAK3 MAPK1 MAPK11 MAPK14 MAPK3 NFKB1 NFKBIA PIK3CA PIK3CD PIK3R1 PIK3R2 PTPN11 PTPN6 RELA RPS6KB1 SHC1 SOCS1 SOCS3 SOCS5 SOS1 STAT1 STAT3 STAT5A STAT5B STAT6 TYK2 WP_IL_5_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_IL_5_SIGNALING_PATHWAY AKT1 BTK CSF2RB ELK1 FOXO3 GRB2 GSK3A GSK3B IL2 IL5RA JAK1 JAK2 JUN KRAS LYN MAP2K1 MAP2K2 MAPK1 MAPK3 MAPT PIK3CG PIK3R1 PIK3R2 PTPN11 RAF1 RPS6 RPS6KA1 RPS6KB1 RPS6KB2 SHC1 SOS1 SPRED1 STAT1 STAT3 STAT5A STAT5B SYK WP_IL_7_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_IL_7_SIGNALING_PATHWAY AKT1 BAD FYN GSK3B IL2RG IL7 IL7R JAK1 JAK3 MAP2K1 MAP2K2 MAPK1 MAPK3 PIK3R1 PIK3R2 PTK2B STAT1 STAT3 STAT5A STAT5B WP_IL_9_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_IL_9_SIGNALING_PATHWAY CDK9 GRB2 IL2RG IL9 IL9R JAK1 JAK3 MAP2K1 MAP2K2 MAPK1 MAPK3 PIK3R1 PIK3R2 STAT1 STAT3 STAT5A STAT5B WP_IMATINIB_AND_CHRONIC_MYELOID_LEUKEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_IMATINIB_AND_CHRONIC_MYELOID_LEUKEMIA ABCB1 ABCG2 ABL1 BCR CDKN1B CSF1R FLT1 FOXO3 GAB2 GADD45A KIT LYL1 MYC NOP2 PDGFRA PDGFRB PIM1 PIM2 SKP2 SPRED2 WP_IMMUNE_INFILTRATION_IN_PANCREATIC_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_IMMUNE_INFILTRATION_IN_PANCREATIC_CANCER CCL2 CCL20 CCL28 CCL5 CSF2 CXCL1 CXCL12 CXCL5 CXCL8 IFNG IL10 IL12A IL12B IL13 IL17A IL17B IL17C IL17D IL17F IL1B IL2 IL23A IL25 IL4 IL5 IL6 LGALS1 LGALS3 LGALS9 MMP9 REG4 TGFB1 TGFB2 TGFB3 TNF VEGFA VEGFB VEGFC VEGFD WP_IMMUNE_RESPONSE_TO_TUBERCULOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_IMMUNE_RESPONSE_TO_TUBERCULOSIS IFI35 IFIT1 IFIT3 IFITM1 IFNAR1 IFNAR2 IFNGR1 IFNGR2 IRF1 IRF9 JAK1 JAK2 MX1 OAS1 PIAS1 PSMB8 PTPN2 SOCS1 STAT1 STAT2 TAP1 TYK2 WP_INCLUSION_BODY_MYOSITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_INCLUSION_BODY_MYOSITIS APP BACE1 MAPT MSTN NCSTN NFKB1 NFKB2 PSEN1 PSEN2 PSENEN SIRT1 WP_INDUCTION_OF_AUTOPHAGY_AND_TOLL_LIKE_RECEPTOR_SIGNALING_PATHWAYS_BY_GRAPHENE_OXIDE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_INDUCTION_OF_AUTOPHAGY_AND_TOLL_LIKE_RECEPTOR_SIGNALING_PATHWAYS_BY_GRAPHENE_OXIDE BECN1 IFNB1 IFNG IRF3 MAP1LC3A MYD88 NFKB1 TLR4 TLR9 TNF TRAF6 WP_INFLAMMATORY_BOWEL_DISEASE_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_INFLAMMATORY_BOWEL_DISEASE_SIGNALING FOXP3 GATA3 HLA-DMA IFNG IFNGR1 IL10 IL12A IL12RB1 IL13 IL17F IL18 IL18RAP IL1A IL2 IL21 IL21R IL22 IL23A IL23R IL2RG IL4 IL4R IL5 IL6 JUN MAF NFATC1 NFKB1 NOD2 RORA RORC SMAD2 STAT1 STAT3 STAT4 STAT6 TBX21 TGFB1 TLR2 TLR4 TLR5 TNF WP_INFLAMMATORY_RESPONSE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_INFLAMMATORY_RESPONSE_PATHWAY CD28 CD40 CD40LG CD80 CD86 COL1A1 COL1A2 COL3A1 FN1 IFNG IL2 IL2RA IL2RB IL2RG IL4 IL4R IL5 IL5RA LAMA5 LAMB1 LAMB2 LAMC1 LAMC2 LCK THBS1 THBS3 TNFRSF1A TNFRSF1B VTN ZAP70 WP_INFLUENCE_OF_LAMINOPATHIES_ON_WNT_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_INFLUENCE_OF_LAMINOPATHIES_ON_WNT_SIGNALING ADIPOQ AGO2 APC AXIN1 CCND1 CDK6 CEBPA CEBPB CEBPD CSNK1A1 CSNK1A1L CTNNB1 DICER1 EMD FNTA GSK3B HES1 HES5 HMGA2 ICMT LEF1 LMNA MIR33B MIRLET7B PPARG RUNX2 SLC2A4 SPP1 SREBF1 TARBP2 TCF7 TCF7L1 TCF7L2 TLE1 TOR1AIP1 WNT10B ZMPSTE24 WP_INHIBITION_OF_EXOSOME_BIOGENESIS_AND_SECRETION_BY_MANUMYCIN_A_IN_CRPC_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_INHIBITION_OF_EXOSOME_BIOGENESIS_AND_SECRETION_BY_MANUMYCIN_A_IN_CRPC_CELLS ARAF BRAF HGS HNRNPH1 HRAS KRAS MAPK1 MAPK3 MRAS NRAS PDCD6IP RAB27A RAB5A RAB5B RAB5C RAF1 RRAS RRAS2 WP_INITIATION_OF_TRANSCRIPTION_AND_TRANSLATION_ELONGATION_AT_THE_HIV_1_LTR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_INITIATION_OF_TRANSCRIPTION_AND_TRANSLATION_ELONGATION_AT_THE_HIV_1_LTR CCNT1 CDK9 CREBBP EP300 HDAC1 HDAC2 HDAC3 HDAC4 HDAC5 HDAC7 HDAC8 HDAC9 HEXIM1 NELFA NELFB NELFCD NELFE NFATC1 NFATC2 NFATC3 NFATC4 NFKB1 NFKBIA PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 RELA SP1 SUPT4H1 SUPT5H WP_INSULIN_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_INSULIN_SIGNALING AKT1 AKT2 ARF1 ARF6 ARHGAP33 CAP1 CBL CBLB CBLC CRK CYTH3 EGR1 EHD1 EHD2 EIF4E EIF4EBP1 ELK1 ENPP1 FLOT1 FLOT2 FOS FOXO1 FOXO3 GAB1 GRB10 GRB14 GRB2 GSK3A GSK3B GYG1 GYS1 GYS2 HRAS IGF1R IKBKB INPP4A INPPL1 INSR IRS1 IRS2 IRS4 JUN KIF3A KIF5B LIPE MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K5 MAP2K6 MAP2K7 MAP3K1 MAP3K10 MAP3K11 MAP3K12 MAP3K13 MAP3K14 MAP3K2 MAP3K3 MAP3K4 MAP3K5 MAP3K6 MAP3K7 MAP3K8 MAP3K9 MAP4K1 MAP4K2 MAP4K3 MAP4K4 MAP4K5 MAPK1 MAPK10 MAPK11 MAPK12 MAPK13 MAPK14 MAPK3 MAPK4 MAPK6 MAPK7 MAPK8 MAPK9 MINK1 MTOR MYO1C PDPK1 PFKL PFKM PIK3C2A PIK3C2G PIK3C3 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R4 PPP1R3A PRKAA1 PRKAA2 PRKCA PRKCB PRKCD PRKCH PRKCI PRKCQ PRKCZ PTEN PTPN1 PTPN11 PTPRF RAB4A RAC1 RAC2 RAF1 RAPGEF1 REG1A RHEB RHOJ RHOQ RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA4 RPS6KA5 RPS6KA6 RPS6KB1 RPS6KB2 RRAD SGK1 SGK2 SGK3 SH2B2 SHC1 SHC2 SHC3 SLC2A1 SLC2A4 SNAP23 SNAP25 SOCS1 SOCS3 SORBS1 SOS1 SOS2 SRF STX4 STXBP1 STXBP2 STXBP3 STXBP4 TBC1D4 TRIB3 TSC1 TSC2 VAMP2 XBP1 WP_INSULIN_SIGNALING_IN_ADIPOCYTES_DIABETIC_CONDITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_INSULIN_SIGNALING_IN_ADIPOCYTES_DIABETIC_CONDITION AKT2 INSR IRS1 MTOR RPS6 RPS6KB1 SLC2A4 TBC1D4 WP_INSULIN_SIGNALING_IN_ADIPOCYTES_NORMAL_CONDITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_INSULIN_SIGNALING_IN_ADIPOCYTES_NORMAL_CONDITION AKT2 INSR IRS1 MTOR RPS6 RPS6KB1 SLC2A4 TBC1D4 WP_INTEGRATED_CANCER_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_INTEGRATED_CANCER_PATHWAY AKT1 ATF1 ATM ATR BACH1 BAD BARD1 BAX BBC3 BCL2 BLM BRCA1 CASP3 CASP8 CASP9 CDC25A CDC25B CDK1 CDK2 CDK4 CDKN1A CDKN1B CDKN2B CHEK1 CHEK2 E2F1 JAK1 MAP3K5 MDM2 MMP1 MRE11 MSH2 MSH6 MYC NOXA1 PLK1 POU2F1 PTEN RAD50 RB1 SMAD2 SMAD3 STAT1 TP53 WP_INTEGRIN_MEDIATED_CELL_ADHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_INTEGRIN_MEDIATED_CELL_ADHESION AKT1 AKT2 AKT3 ARAF ARHGEF7 BCAR1 BRAF BUB1B-PAK6 CAPN1 CAPN10 CAPN11 CAPN2 CAPN3 CAPN5 CAPN6 CAPN7 CAPN9 CAPNS1 CAV1 CAV2 CAV3 CDC42 CRK CSK DOCK1 FYN GIT2 GRB2 HRAS ILK ITGA1 ITGA10 ITGA11 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA6 ITGA7 ITGA8 ITGA9 ITGAD ITGAE ITGAL ITGAM ITGAV ITGAX ITGB1 ITGB2 ITGB3 ITGB4 ITGB5 ITGB6 ITGB7 ITGB8 MAP2K1 MAP2K2 MAP2K3 MAP2K5 MAP2K6 MAPK1 MAPK10 MAPK12 MAPK4 MAPK6 MAPK7 MIR34C MYLK2 MYPN PAK1 PAK2 PAK3 PAK4 PAK6 PDPK1 PIK3R2 PTK2 PXN RAC1 RAC2 RAC3 RAF1 RAP1A RAP1B RAPGEF1 RHO ROCK1 ROCK2 SELENOP SHC1 SHC3 SORBS1 SOS1 SRC TLN1 TNS1 VASP VAV2 VAV3 VCL ZYX WP_INTERACTIONS_BETWEEN_IMMUNE_CELLS_AND_MICRORNAS_IN_TUMOR_MICROENVIRONMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_INTERACTIONS_BETWEEN_IMMUNE_CELLS_AND_MICRORNAS_IN_TUMOR_MICROENVIRONMENT CCL2 CCL5 CD274 CD80 CD86 CTLA4 CXCL10 IL2RA IL2RB IL2RG IL4 IL4R IRAK4 MIR138-1 MIR138-2 MIR146A MIR200A MIR200B MIR200C MIR203A MIR203B MIR21 MIR210 MIR212 MIR214 MIR23A MIR24-1 MIR24-2 MIR27A MIR29A MIR34A MIRLET7D NFKB1 NFKB2 PDCD1 PIAS3 SOCS1 STAT3 STAT6 TGFB1 TGFB2 TGFB3 TGFBR2 TLR4 TLR7 TLR8 TRAF6 WP_INTERACTIONS_BETWEEN_LOXL4_AND_OXIDATIVE_STRESS_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_INTERACTIONS_BETWEEN_LOXL4_AND_OXIDATIVE_STRESS_PATHWAY ANXA5 BMP2 CDC37 COL2A1 DDR1 ECSIT EXOC6 FGF7 FN1 IGFBP7 LOXL4 NFE2L2 NQO1 NRF1 PKD1 SIRT1 SUV39H1 TGFB1 WP_INTERACTIONS_OF_NATURAL_KILLER_CELLS_IN_PANCREATIC_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_INTERACTIONS_OF_NATURAL_KILLER_CELLS_IN_PANCREATIC_CANCER ADAM10 ADAM17 BMI1 CCL1 CCL2 CCL3 CCL4 CCL5 CD226 CD96 CSF2 FCGR3A FOXO1 GATA2 GZMB IFNG KLRC4-KLRK1 KLRK1 MICA MICB MYC NCR1 NCR3 NCR3LG1 PRF1 PVR TIGIT TNF WP_INTERACTOME_OF_POLYCOMB_REPRESSIVE_COMPLEX_2_PRC2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_INTERACTOME_OF_POLYCOMB_REPRESSIVE_COMPLEX_2_PRC2 AEBP2 BCLAF1 EED ELL EZH1 EZH2 JARID2 MORC3 MTF2 RBBP4 RBBP7 SETX STK38 SUZ12 THRAP3 TRIM35 WP_INTERFERON_TYPE_I_SIGNALING_PATHWAYS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_INTERFERON_TYPE_I_SIGNALING_PATHWAYS CBL CREB1 CRK CRKL EIF4A1 EIF4B EIF4E EIF4EBP1 FYN GAB2 IFNAR1 IFNAR2 IRF9 IRS1 IRS2 JAK1 LCK MAP2K3 MAP2K6 MAP3K1 MAPK14 MAPKAP1 MLST8 MTOR PDCD4 PIAS1 PIAS3 PIK3CD PIK3R1 PIK3R2 PRMT1 PTPN11 PTPN6 PTPRC RAC1 RACK1 RAP1A RAPGEF1 REL RPS6 RPS6KA4 RPS6KA5 RPS6KB1 RPTOR SOCS1 SOCS3 STAT1 STAT2 STAT3 STAT4 STAT5A TYK2 VAV1 ZAP70 WP_INTERLEUKIN_11_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_INTERLEUKIN_11_SIGNALING_PATHWAY AKT1 ATF1 BCL2 BGLAP BIRC5 CHUK CREB1 FES FYN GRB2 HRAS IBSP ICAM1 IKBKB IL11 IL11RA IL6ST ITGA2 JAK1 JAK2 MAP2K1 MAP2K2 MAPK1 MAPK3 PDPK1 PIAS1 PIAS3 PIK3R1 PIK3R2 PTPA PTPN11 RAF1 RELA RPS6 RPS6KA1 RPS6KB1 RUNX2 SOCS3 SRC STAT1 STAT3 TGFB1 TYK2 YES1 WP_INTERLEUKIN_1_IL_1_STRUCTURAL_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_INTERLEUKIN_1_IL_1_STRUCTURAL_PATHWAY ATF2 CHUK EIF4E ELK1 FOS IKBKB IL1A IL1R1 IL1RAP IRAK1 IRAK2 IRAK4 IRF7 MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K6 MAP2K7 MAP3K1 MAP3K14 MAP3K7 MAP3K8 MAPK1 MAPK10 MAPK11 MAPK14 MAPK3 MAPK8 MAPK9 MAPKAPK2 MBP MKNK1 MKNK2 MYD88 NFKB1 NFKBIA NFKBIB RELA RPS6KA5 SAFB TAB1 TAB2 TAB3 TANK TOLLIP TRAF6 WP_INTERLEUKIN_1_INDUCED_ACTIVATION_OF_NF_KB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_INTERLEUKIN_1_INDUCED_ACTIVATION_OF_NF_KB AJUBA IL1A IRAK1 NFKB1 PRKCZ SQSTM1 TIFA TRAF6 UBE2N UBE2V1 WP_INTRACELLULAR_TRAFFICKING_PROTEINS_INVOLVED_IN_CMT_NEUROPATHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_INTRACELLULAR_TRAFFICKING_PROTEINS_INVOLVED_IN_CMT_NEUROPATHY DNM2 EGR2 FGD4 FIG4 GDAP1 HSPB1 HSPB8 KIF1B LITAF LRSAM1 MFN2 MPZ MTMR2 NDRG1 NEFL PMP22 RAB11A RAB11B RAB25 RAB3A RAB3B RAB4A RAB4B RAB7A RABAC1 SBF2 SH3TC2 WP_INTRAFLAGELLAR_TRANSPORT_PROTEINS_BINDING_TO_DYNEIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_INTRAFLAGELLAR_TRANSPORT_PROTEINS_BINDING_TO_DYNEIN DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLL1 DYNLL2 DYNLRB1 DYNLRB2 DYNLT1 DYNLT2B DYNLT3 IFT122 IFT140 IFT22 IFT25 IFT27 IFT43 IFT46 IFT80 IFT81 WDR19 WDR35 WP_INVOLVEMENT_OF_SECRETASE_IN_NEURODEGENERATIVE_DISEASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_INVOLVEMENT_OF_SECRETASE_IN_NEURODEGENERATIVE_DISEASES AKT1 AKT2 AKT3 APP BACE1 BDNF CEBPB LGMN MAOB MAPT NTRK2 PPP2CB SET SNCA SRPK2 STAT1 TARDBP WP_IRINOTECAN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_IRINOTECAN_PATHWAY ABCC1 ABCC2 ABCG2 BCHE CES1 CES2 CYP3A4 CYP3A5 SLCO1B1 UGT1A1 UGT1A10 UGT1A9 WP_IRON_METABOLISM_DISORDERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_IRON_METABOLISM_DISORDERS BCS1L CP CYBRD1 FTH1 FTL HAMP HEPH HFE HJV PANK2 SLC11A2 SLC40A1 STEAP3 TF TFR2 TFRC UQCRFS1 WP_IRON_METABOLISM_IN_PLACENTA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_IRON_METABOLISM_IN_PLACENTA ACO1 HAMP HEPHL1 IREB2 MCOLN1 SLC11A2 SLC40A1 STEAP3 TF TFR2 TFRC WP_IRON_SULFUR_CLUSTER_BIOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_IRON_SULFUR_CLUSTER_BIOGENESIS ABCB7 CIAO2B FDX1 FDXR FXN GLRX5 HSCB HSPA9 ISCU LYRM4 NARF NFS1 NFU1 NUBP1 NUBP2 WP_JAK_STAT_SIGNALING_IN_THE_REGULATION_OF_BETA_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_JAK_STAT_SIGNALING_IN_THE_REGULATION_OF_BETA_CELLS AKT1 AKT1S1 AKT2 AKT3 CCND2 CCND3 CDK4 CISH EPO EPOR FOXM1 GH1 GHR HRAS IFNG IFNGR1 IFNGR2 IL6 IL6R JAK2 KRAS MLST8 MTOR NRAS PRL PRLR RPTOR SOCS1 SOCS2 SOCS3 STAT1 STAT3 STAT5A STAT5B WP_JOUBERT_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_JOUBERT_SYNDROME AHI1 ANKS6 ARL13B ARL2 ARL3 ARMC9 ARR3 ATF4 ATM B9D1 B9D2 BBS1 BBS2 BBS4 BBS5 BBS7 BBS9 CC2D2A CCP110 CEP104 CEP120 CEP164 CEP290 CEP41 CEP97 CETN1 CETN2 CPLANE1 CSPP1 DVL1 DVL3 FLNA INPP5E INVS KAT5 KIAA0586 MKS1 MRE11 MTOR MYO5A MYO6 NEK8 NIN NPHP1 NPHP3 NPHP4 OFD1 PARP1 PCM1 PCNT PDE6A PDE6B PDE6D PDE6G PIBF1 RAB3IP RAB8A RAD50 RHEB RHOA RP2 RPGRIP1L SHH SUFU TCTN1 TCTN2 TCTN3 TMEM138 TMEM17 TMEM216 TMEM231 TMEM237 TMEM67 TTC8 UNC119 ZNF423 WP_KALLMANN_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_KALLMANN_SYNDROME AKT1 ANOS1 ASCL1 CHD7 FGF8 FGFR1 FRS2 GNRH1 GRB2 LHB MAP2K2 MAPK1 MYRF NEUROG1 OLIG2 OTX2 PIK3CA PLXND1 PROK2 PROKR2 PTPN11 SEMA3E SOX10 TMEM98 WP_KENNEDY_PATHWAY_FROM_SPHINGOLIPIDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_KENNEDY_PATHWAY_FROM_SPHINGOLIPIDS CEPT1 CHKA CHKB CHPT1 ETNK1 ETNK2 PCYT1A PCYT1B PCYT2 PEMT PISD PTDSS1 PTDSS2 SGPL1 WP_KETOGENESIS_AND_KETOLYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_KETOGENESIS_AND_KETOLYSIS ACAT1 BDH1 CPT2 OXCT1 SLC16A1 SLC25A20 SLC2A1 UCP2 WP_KETONE_BODIES_SYNTHESIS_AND_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_KETONE_BODIES_SYNTHESIS_AND_DEGRADATION ACAT1 BDH1 HMGCL HMGCS2 OXCT1 WP_KININ_KALLIKREIN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_KININ_KALLIKREIN_PATHWAY BDKRB1 BDKRB2 CPN1 F12 KLKB1 KNG1 SERPING1 WP_KISSPEPTIN_KISSPEPTIN_RECEPTOR_SYSTEM_IN_THE_OVARY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_KISSPEPTIN_KISSPEPTIN_RECEPTOR_SYSTEM_IN_THE_OVARY AKT1 AKT2 AMH ARRB1 ARRB2 BMP15 CYP11A1 FSHR GDF9 HRAS HSD3B1 KISS1 KISS1R KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 MMP9 NFKB1 NRAS PDK1 PIK3CA PIK3CB PIK3CD PIK3CG PLCB1 PLCB2 PLCB3 PLCB4 PRKCA PRKCB PRKCD PRKCE PRKCG PRKCH PRKCQ RAF1 STAR WP_KIT_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_KIT_RECEPTOR_SIGNALING_PATHWAY AKT1 BAD BTK CBL CRK CRKL DOK1 EP300 FOXO3 FYN GAB2 GRB10 GRB2 GRB7 HRAS INPP5D JAK2 KIT KITLG LYN MAP2K1 MAP2K2 MAPK1 MAPK14 MAPK3 MAPK8 MAPT MATK MITF PIK3R1 PIK3R2 PLCG1 PRKCA PRKCB PTPN11 PTPN6 RAF1 RPS6 RPS6KA1 RPS6KA3 RPS6KB1 SH2B2 SHC1 SOCS1 SOCS6 SOS1 SRC STAT1 STAT3 STAT5A STAT5B TEC VAV1 WP_KLEEFSTRA_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_KLEEFSTRA_SYNDROME ACTL6A ACTL6B ARID1A ARID1B ASH2L ASXL1 BAP1 DPY30 EHMT1 H3-3A H3-3B KDM6A KMT2C MBD5 NCOA6 NR1I3 PAGR1 PAXIP1 RBBP5 RXRA SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 WDR5 WP_KREBS_CYCLE_DISORDERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_KREBS_CYCLE_DISORDERS DHTKD1 DLST FH GPT LDHA LDHB LDHC MPC1 PCK2 PDHX SUCLA2 SUCLG1 SUCLG2 WP_KYNURENINE_PATHWAY_AND_LINKS_TO_CELL_SENESCENCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_KYNURENINE_PATHWAY_AND_LINKS_TO_CELL_SENESCENCE AADAT ACMSD AFMID AHR CDKN1A EIF2AK1 EIF2AK4 FOXO1 HAAO IDO1 IDO2 IFNB1 IFNG IL1R2 KLF5 KMO KYNU NOS1 QPRT TDO2 TLR4 TNF TP53 WP_LACTATE_SHUTTLE_IN_GLIAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_LACTATE_SHUTTLE_IN_GLIAL_CELLS CA2 CA4 HK1 LDHA LDHB NUDT14 SLC16A1 SLC16A3 SLC16A7 SLC1A2 SLC2A1 SLC2A3 SLC4A4 WP_LACTO_SERIES_SPHINGOLIPID_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_LACTO_SERIES_SPHINGOLIPID_METABOLISM B3GALT1 B3GALT2 B3GNT5 FUT1 FUT2 FUT3 WP_LDLRAD4_AND_WHAT_WE_KNOW_ABOUT_IT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_LDLRAD4_AND_WHAT_WE_KNOW_ABOUT_IT ATG16L1 LDLRAD4 NEDD4 PMEPA1 SMAD2 TGFBR1 TGFBR2 WP_LDL_INFLUENCE_ON_CD14_AND_TLR4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_LDL_INFLUENCE_ON_CD14_AND_TLR4 AKT1 ATF4 CCL2 CD14 CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 IL10 IL1B IL6 MAPK11 MAPK12 MAPK13 MAPK14 NFKB1 NFKB2 REL RELA RELB TLR4 WP_LEPTIN_AND_ADIPONECTIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_LEPTIN_AND_ADIPONECTIN ACACA ADIPOQ ADIPOR1 ADIPOR2 CPT1A LEP LEPR PRKAA1 PRKAB1 PRKAG1 WP_LEPTIN_INSULIN_SIGNALING_OVERLAP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_LEPTIN_INSULIN_SIGNALING_OVERLAP AKT1 DGKZ INS INSR IRS1 IRS2 IRS4 JAK2 LEP LEPR PDPK1 PIK3CG PIK3R3 SOCS1 SOCS2 SOCS3 STAT3 WP_LEPTIN_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_LEPTIN_SIGNALING_PATHWAY ACACA ACACB AKT1 BAD CDC42 CFL2 CHUK CISH CREB1 EIF4E EIF4EBP1 ELK1 ERBB2 ESR1 FOXO1 FYN GRB2 GSK3A GSK3B HRAS IKBKB IKBKG IRS1 JAK1 JAK2 KHDRBS1 KPNA4 LEP LEPR MAP2K1 MAP2K2 MAPK1 MAPK14 MAPK3 MAPK8 MTOR NCOA1 NFKB1 NOS3 PDE3B PIK3R1 PIK3R2 PLCG1 PLCG2 PRKAA1 PRKAA2 PTEN PTK2 PTPN1 PTPN11 RAC1 RAF1 REL RELA RHOA ROCK1 ROCK2 RPS6 RPS6KA1 RPS6KB1 SH2B1 SHC1 SOCS2 SOCS3 SOCS7 SOS1 SP1 SRC STAT1 STAT3 STAT5B WP_LET_7_INHIBITION_OF_ES_CELL_REPROGRAMMING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_LET_7_INHIBITION_OF_ES_CELL_REPROGRAMMING EGR1 KLF4 MIRLET7A1 MIRLET7A2 MIRLET7C MIRLET7D MIRLET7E MIRLET7F1 MIRLET7F2 MIRLET7G MIRLET7I MYC POU5F1 SOX2 TRIM71 WP_LEUCINE_ISOLEUCINE_AND_VALINE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_LEUCINE_ISOLEUCINE_AND_VALINE_METABOLISM ACAD8 ACADSB ACAT1 ACSF3 ALDH6A1 AUH BCAT1 BCAT2 BCKDHA BCKDHB DBT DLD ECHS1 HIBADH HIBCH HMGCLL1 HSD17B10 IVD MCCC2 MLYCD MMUT PCCA PCCB WP_LEUKOCYTE_INTRINSIC_HIPPO_PATHWAY_FUNCTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_LEUKOCYTE_INTRINSIC_HIPPO_PATHWAY_FUNCTIONS CCR7 CD19 FERMT3 FOXO1 FOXO3 FOXO4 FOXO6 FOXP3 FYB1 ITGAL KNSTRN LATS1 LATS2 LPL MAPK14 MIR21 MOB1A MST1 NDRG1 PRDM1 RAB13 RAC1 RAP1A RASSF5 RHOA SAV1 STK3 STK38L TAFAZZIN TEAD1 TEAD2 TEAD3 TEAD4 YAP1 YWHAQ WP_LEUKOTRIENE_METABOLIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_LEUKOTRIENE_METABOLIC_PATHWAY ABCC1 ALOX5 ALOX5AP CYP4F3 DECR1 DECR2 DPEP1 DPEP2 GGT1 GGT5 LTA4H LTC4S PTGR1 WP_LINOLEIC_ACID_METABOLISM_AFFECTED_BY_SARS_COV_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_LINOLEIC_ACID_METABOLISM_AFFECTED_BY_SARS_COV_2 ACE2 ACOT2 ELOVL2 ELOVL5 FADS1 FADS2 WP_LIPID_METABOLISM_IN_SENESCENT_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_LIPID_METABOLISM_IN_SENESCENT_CELLS ALOX5 CDKN1A HRAS PLA2G10 PLA2G12A PLA2G12B PLA2G1B PLA2G2D PLA2G3 PLA2G4A PLA2G4C PLA2G4D PLA2G4E PLA2G4F PLA2G5 PLA2G6 PLA2G7 PTGS2 SLCO2A1 TP53 WP_LIPID_METABOLISM_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_LIPID_METABOLISM_PATHWAY ABHD5 ACACA ACLY ACSBG1 ACSS2 AKT1 AKT2 AKT3 BCKDHA FASN HILPDA LIPE PDHA1 PLIN1 PNPLA2 PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKACA PRKACB PRKACG PRKAG1 PRKAG2 PRKAG3 PRKAR1A PRKAR1B PRKAR2A PRKAR2B WP_LIPID_PARTICLES_COMPOSITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_LIPID_PARTICLES_COMPOSITION APOA1 APOA2 APOB APOC2 APOC3 APOE CETP LCAT LDLR LPL WP_LIVER_X_RECEPTOR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_LIVER_X_RECEPTOR_PATHWAY ABCG5 ABCG8 CYP2B6 CYP3A4 CYP7A1 FASN NR1H3 RXRA SCD SREBF1 WP_LNCRNA_IN_CANONICAL_WNT_SIGNALING_AND_COLORECTAL_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_LNCRNA_IN_CANONICAL_WNT_SIGNALING_AND_COLORECTAL_CANCER APC APC2 ATF3 AXIN1 AXIN2 CCND1 CCND2 CCND3 CDK6 CDK8 CER1 CHD8 CSNK1A1 CSNK1A1L CSNK1E CSNK2A1 CSNK2A2 CSNK2A3 CSNK2B CTBP1 CTBP2 CTNNB1 CTNNBIP1 CXXC4 DKK1 DKK2 DKK4 DVL1 DVL2 DVL3 EZH2 FOSL1 FRAT1 FRAT2 FZD1 FZD10 FZD2 FZD3 FZD5 FZD6 FZD7 FZD8 FZD9 GSK3B H19 HNRNPK HNRNPU JUN KREMEN1 LEF1 LRP5 LRP6 MACROH2A2 MAP3K7 MIR16-1 MIR16-2 MIR34AHG MYC NKD1 NKD2 NLK NOTUM PLAU PORCN ROR1 ROR2 RUVBL1 RYK SENP2 SERPINF1 SFRP1 SFRP2 SFRP4 SFRP5 SOST SOX17 TCF3 TCF7 TCF7L1 TCF7L2 TFAP2A WIF1 WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WP_LNCRNA_MEDIATED_MECHANISMS_OF_THERAPEUTIC_RESISTANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_LNCRNA_MEDIATED_MECHANISMS_OF_THERAPEUTIC_RESISTANCE ABCB1 BCL2L1 CDKN1A HIF1A TP53 WNT6 WP_LTF_DANGER_SIGNAL_RESPONSE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_LTF_DANGER_SIGNAL_RESPONSE_PATHWAY AGER CD14 CXCL8 IFNA1 IFNB1 IL1A IL1B IL6 IRAK1 IRAK4 LTF MAPK1 MYD88 NFKB1 TLR2 TLR4 TNF TRAF6 TREM1 WP_LUNG_FIBROSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_LUNG_FIBROSIS ATP11A BMP7 CALCA CCL11 CCL2 CCL3 CCL4 CCL5 CCN2 CCR2 CCR3 CEBPB CMA1 CSF2 CSF3 CXCL2 CXCL8 CYSLTR2 DPP9 DSP EDN1 EGF ELMOD2 ELN FAM13A FGF1 FGF2 FGF7 GREM1 HGF HMOX1 IGF1 IL12B IL13 IL1B IL4 IL5 IL6 MECP2 MMP2 MMP9 MT2A MUC5B NFE2L2 PARN PDGFA PDGFB PLAU PTX3 RTEL1 SERPINA1 SFTPA1 SFTPA2 SFTPC SKIL SMAD7 SPP1 STN1 TERT TGFA TGFB1 TIMP1 TNF WP_MACROPHAGE_MARKERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MACROPHAGE_MARKERS CD14 CD163 CD68 CD74 CD83 CD86 F3 LYZ RAC2 WP_MAJOR_RECEPTORS_TARGETED_BY_EPINEPHRINE_AND_NOREPINEPHRINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MAJOR_RECEPTORS_TARGETED_BY_EPINEPHRINE_AND_NOREPINEPHRINE ADCY1 ADCY10 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ADRA1D ADRA2A ADRA2B ADRA2C ADRB1 ADRB2 WP_MALE_INFERTILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MALE_INFERTILITY ABCB1 ABLIM1 AGO2 AHR AHRR APOB AR ATM BCL2 BHMT BMAL1 BRCA2 BRDT CAT CCNA1 CCNK CCNT1 CCNT2 CDC42BPA CDK9 CHD2 CLOCK CLU CREBBP CRISP2 CTCFL CXXC1 CYP17A1 CYP1A1 CYP26B1 DAZ1 DAZ2 DAZ3 DAZ4 DAZL DDX20 DDX4 DND1 EP300 EPPIN EPSTI1 ERCC1 ERCC2 ESR1 ESR2 ETV5 FAS FASLG FOLH1 GNAO1 GPX1 H2BW1 H3-4 H4C1 HLA-DRA HMGA1 HORMAD1 HORMAD2 IHO1 INSR KDM3A KLK2 LIG4 LRWD1 LTF MAS1L MDM2 MLH1 MLH3 MMP2 MMP9 MOV10L1 MSH4 MSH5 MSMB MTHFD1 MTHFR MTR MTRR NANOS1 NFE2L2 NOS1 NOS2 NOS3 NQO1 OR2W3 PACRG PARP1 PEMT PEX10 PIWIL1 PIWIL2 PIWIL3 PIWIL4 PMS2 POLB POLG PON1 PON2 PRDM9 PRM1 PRM2 PRM3 PRMT6 PSAT1 PUM2 RAG1 REC8 RFC1 RGS9 SEMG1 SEPTIN12 SHMT1 SIRPA SIRPG SLC16A7 SLC46A1 SOD2 SOD3 SOX5 SPATA17 SPO11 SRD5A2 STRA8 TAS2R38 TCN2 TEX15 THBS1 TMEM132E TNF TRIP13 TSSK4 TSSK6 UBD UBE2B UBR2 USP26 USP8 VCX XPC XRCC2 XRCC3 XRCC4 XRCC5 YBX2 WP_MALE_STEROID_HORMONES_IN_CARDIOMYOCYTE_ENERGY_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MALE_STEROID_HORMONES_IN_CARDIOMYOCYTE_ENERGY_METABOLISM AKR1C3 CYP11A1 CYP17A1 CYP19A1 HSD17B14 HSD17B2 HSD17B3 HSD3B1 HSD3B2 SRD5A1 SRD5A2 SULT1A1 UGT1A1 WP_MAMMALIAN_DISORDER_OF_SEXUAL_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MAMMALIAN_DISORDER_OF_SEXUAL_DEVELOPMENT AMH AMHR2 CBX2 CTNNB1 DHH DMRT1 EMX2 FGF9 FGFR2 FOXL2 FST GATA4 INSL3 MAPK11 NR5A1 PBX1 PTGDS RBFOX2 RSPO1 SOX8 SOX9 SRD5A1 SRY WNT4 WT1 WP_MAMMARY_GLAND_DEVELOPMENT_PATHWAY_EMBRYONIC_DEVELOPMENT_STAGE_1_OF_4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MAMMARY_GLAND_DEVELOPMENT_PATHWAY_EMBRYONIC_DEVELOPMENT_STAGE_1_OF_4 AKT1 ALPL CCND1 CDH1 CLDN4 ERBB4 ITGA6 ITGB1 MIR200A MIR200B MIR429 MYC NRG3 SFRP1 TERT TGFB1 TNF ZEB2 WP_MAMMARY_GLAND_DEVELOPMENT_PATHWAY_INVOLUTION_STAGE_4_OF_4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MAMMARY_GLAND_DEVELOPMENT_PATHWAY_INVOLUTION_STAGE_4_OF_4 BAX CDH1 CHI3L1 E2F1 IL6ST MMP9 MYC SOCS3 STAT3 TP53 WP_MAMMARY_GLAND_DEVELOPMENT_PATHWAY_PREGNANCY_AND_LACTATION_STAGE_3_OF_4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MAMMARY_GLAND_DEVELOPMENT_PATHWAY_PREGNANCY_AND_LACTATION_STAGE_3_OF_4 ATP2C2 BCL2L1 CAV1 CCND1 CEBPA CEBPB CHUK CSN2 EGFR EIF4E ELF5 ERBB2 ERBB3 ERBB4 ESR1 ESR2 GAL GJB2 JAK2 MYC NR3C1 ORAI1 PGR PNCK PRL PRLR PTPN1 TNFRSF11A TNFSF11 TPM3 TTC9 USF2 YY1 WP_MAMMARY_GLAND_DEVELOPMENT_PATHWAY_PUBERTY_STAGE_2_OF_4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MAMMARY_GLAND_DEVELOPMENT_PATHWAY_PUBERTY_STAGE_2_OF_4 AREG CCND1 EGF ERBB2 ESR1 FN1 FOSL1 MYC NRIP1 PGR STAT5A TIMP1 VIM WP_MAP3K1_ROLE_IN_PROMOTING_AND_BLOCKING_GONADAL_DETERMINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MAP3K1_ROLE_IN_PROMOTING_AND_BLOCKING_GONADAL_DETERMINATION AXIN1 CTNNB1 FGF9 FGFR2 FOXL2 FRAT1 GADD45G GSK3B MAP3K1 MAP3K4 MAPK1 MAPK11 RHOA ROCK1 SOX9 SRY WNT4 WP_MAPK_AND_NFKB_SIGNALING_PATHWAYS_INHIBITED_BY_YERSINIA_YOPJ https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MAPK_AND_NFKB_SIGNALING_PATHWAYS_INHIBITED_BY_YERSINIA_YOPJ CHUK IKBKB IKBKG MAP2K6 MAP3K1 MAP3K14 MAPK1 NFKB1 NFKBIA RAF1 RRAS TRAF6 WP_MAPK_CASCADE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MAPK_CASCADE ARAF BRAF ELK1 GRB2 HRAS JUN KRAS LAMTOR3 MAP2 MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K6 MAP2K7 MAP3K1 MAP3K12 MAP3K2 MAP3K3 MAPK1 MAPK10 MAPK12 MAPK14 MAPK3 MBP NRAS PLCB3 RAF1 RASA3 RRAS SIPA1 SOS1 SOS2 WP_MAPK_PATHWAY_IN_CONGENITAL_THYROID_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MAPK_PATHWAY_IN_CONGENITAL_THYROID_CANCER ALK BRAF ELK1 FOS GAREM2 JUN KRAS KSR1 MAP2K1 MAP2K2 MAPK3 MYC RAF1 SHC1 SOS1 SOS2 WP_MAPK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MAPK_SIGNALING_PATHWAY AKT1 AKT2 AKT3 ARAF ARRB1 ARRB2 ATF2 ATF4 BDNF BRAF CACNA1A CACNA1B CACNA1C CACNA1D CACNA1E CACNA1F CACNA1G CACNA1H CACNA1I CACNA1S CACNA2D1 CACNA2D2 CACNA2D3 CACNA2D4 CACNB1 CACNB2 CACNB3 CACNB4 CACNG1 CACNG2 CACNG3 CACNG4 CACNG5 CACNG6 CACNG7 CACNG8 CASP3 CD14 CDC25B CDC42 CHUK CRK CRKL DAXX DDIT3 DUSP1 DUSP10 DUSP16 DUSP2 DUSP3 DUSP4 DUSP6 DUSP7 DUSP8 DUSP9 ECSIT EGF EGFR ELK1 ELK4 FAS FASLG FGF1 FGF10 FGF11 FGF12 FGF13 FGF14 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFR4 FLNA FLNB FLNC FOS GADD45A GNA12 GNG12 GRB2 HRAS HSPA1A HSPA1B HSPA1L HSPA2 HSPA6 HSPA8 HSPB1 IKBKB IKBKG IL1A IL1B IL1R1 IL1R2 JUN JUND KRAS LAMTOR3 LRRK2 MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K5 MAP2K6 MAP2K7 MAP3K1 MAP3K11 MAP3K12 MAP3K13 MAP3K14 MAP3K2 MAP3K20 MAP3K4 MAP3K5 MAP3K6 MAP3K7 MAP3K8 MAP4K1 MAP4K2 MAP4K3 MAP4K4 MAPK1 MAPK10 MAPK11 MAPK12 MAPK13 MAPK14 MAPK3 MAPK7 MAPK8 MAPK8IP1 MAPK8IP2 MAPK8IP3 MAPK9 MAPKAPK2 MAPKAPK3 MAPKAPK5 MAPT MAX MEF2C MKNK1 MKNK2 MRAS MYC NF1 NFATC1 NFATC3 NFKB1 NFKB2 NGF NLK NR4A1 NRAS NTF3 NTF4 NTRK1 NTRK2 PAK1 PAK2 PDGFA PDGFB PDGFRB PLA2G4A PLA2G4B PLA2G4C PLA2G4D PLA2G4E PLA2G4F PPM1A PPM1B PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PPP5C PPP5D1P PRKACA PRKACB PRKACG PRKCA PRKCD PRKCG PTPN5 PTPN7 PTPRR RAC1 RAC2 RAC3 RAF1 RAP1A RAP1B RAPGEF2 RASA1 RASA2 RASGRF1 RASGRF2 RASGRP1 RASGRP2 RASGRP3 RASGRP4 RELA RELB RPS6KA3 RPS6KA4 RPS6KA5 RRAS RRAS2 SMIM40 SOS1 SOS2 SRF STK3 STK4 STMN1 TAB1 TAB2 TAOK1 TAOK2 TAOK3 TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TNF TNFRSF1A TP53 TRAF2 TRAF6 WP_MARKERS_OF_KIDNEY_CELL_LINEAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MARKERS_OF_KIDNEY_CELL_LINEAGE ACTA2 ALDH1A2 AP2B1 AXIN2 BMP4 BMP7 CITED1 CTNNB1 DCN DES EGLN1 EGLN2 EGLN3 EMX2 EPO EYA1 FAT4 FGF7 FGF8 FOXD1 GDNF HNF1A HNF1B HNF4A JAG1 KCTD1 KDR KIT LHX1 NOTCH1 NPHS1 NPHS2 NT5E NTN1 OSR1 PAX2 PBX1 PDGFRB PECAM1 RARA RARB REN RSPO1 RSPO3 SALL1 SFRP1 SIX1 SIX2 SMAD1 SMAD5 TBX18 TCF21 TGFB1 TLX1 TNC VSX2 WNT4 WNT5A WT1 WP_MATRIX_METALLOPROTEINASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MATRIX_METALLOPROTEINASES BSG MMP1 MMP10 MMP11 MMP12 MMP13 MMP14 MMP15 MMP16 MMP17 MMP19 MMP2 MMP20 MMP21 MMP23B MMP24 MMP25 MMP26 MMP27 MMP28 MMP3 MMP7 MMP8 MMP9 TCF20 TIMP1 TIMP2 TIMP3 TIMP4 TNF WP_MBDNF_AND_PROBDNF_REGULATION_OF_GABA_NEUROTRANSMISSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MBDNF_AND_PROBDNF_REGULATION_OF_GABA_NEUROTRANSMISSION AP2A1 AP2A2 AP2B1 BDNF CREB1 CREM GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRB1 GABRB2 GABRB3 GABRD GABRE GABRG1 GABRG2 GABRG3 GABRP GABRQ JAK2 NGFR NTRK2 PIK3CA PIK3CB PIK3CG PIK3R1 PIK3R2 PIK3R3 PLCG1 PTEN RHOA ROCK1 SHC1 SLC12A5 STAT3 WP_MEASLES_VIRUS_INFECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MEASLES_VIRUS_INFECTION ADAR APAF1 BAD BAK1 BAX BBC3 BCL2 BCL2L1 BID CASP3 CASP8 CASP9 CBLB CCND1 CCND2 CCND3 CCNE1 CCNE2 CD209 CD28 CD3D CD3E CD3G CD46 CDK2 CDK4 CDK6 CDKN1B CHUK CLEC4M CSNK2A1 CSNK2A2 CSNK2A3 CSNK2B CYCS EIF2AK1 EIF2AK2 EIF2AK3 EIF2AK4 EIF2S1 EIF3H FADD FAS FASLG FCGR2B FOS HSPA1A HSPA1B HSPA1L HSPA2 HSPA6 HSPA8 IFIH1 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR1 IFNAR2 IFNB1 IKBKB IKBKE IKBKG IL12A IL12B IL1A IL1B IL2 IL2RA IL2RB IL2RG IL6 IRAK1 IRAK4 IRF3 IRF7 IRF9 JAK1 JAK3 JUN MAP3K7 MAPK10 MAPK8 MAPK9 MAVS MSN MX1 MYD88 NECTIN4 NFKB1 NFKB2 NFKBIA NFKBIB OAS1 OAS2 OAS3 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 RAB9A RAB9B RACK1 RCHY1 RELA RIGI SLAMF1 STAT1 STAT2 STAT3 STAT5A STAT5B TAB2 TBK1 TLR2 TLR4 TLR7 TLR9 TNFAIP3 TP53 TP73 TRADD TRAF3 TRAF6 TYK2 WP_MECHANOREGULATION_AND_PATHOLOGY_OF_YAP_TAZ_VIA_HIPPO_AND_NON_HIPPO_MECHANISMS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MECHANOREGULATION_AND_PATHOLOGY_OF_YAP_TAZ_VIA_HIPPO_AND_NON_HIPPO_MECHANISMS ACTA1 ACTA2 ACTB ACTC1 ACTG1 ACTG2 BUB1B-PAK6 CDH1 CTNNA1 CTNNB1 ITGB1 ITGB2 ITGB3 ITGB4 ITGB5 ITGB6 ITGB7 ITGB8 LATS1 LIMD1 MAP4K1 MAP4K2 MAP4K3 MAP4K4 MAP4K5 MAPK10 MAPK8 MAPK9 MST1 NF2 PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 SAV1 SGMS1 SRC STK3 TEAD1 TEAD2 TEAD3 TEAD4 WWTR1 YAP1 YWHAQ WP_MECP2_AND_ASSOCIATED_RETT_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MECP2_AND_ASSOCIATED_RETT_SYNDROME AKT1 APOC2 ARHGEF26 BCL6 BDNF CAMK2A CDON CEBPD CNP CREB1 CSRP1 CTCF DHX9 DLX5 DLX6 E2F1 EZH2 FGF2 FGF3 FGF4 FGF5 FKBP5 FOXG1 FUS FUT8 GABRR2 GAD1 GAMT GPRIN1 GRIA1 GRIA3 GRIA4 GRID1 GRIN1 HDAC1 HNRNPF HNRNPH1 IGF1 IGF1R IGF2 MAG MBP MECP2 MEF2C MPP1 MTOR MYT1 NCOR1 NF1 NREP OPRK1 POU3F2 POU4F1 PRPF38A PSIP1 PTEN RBFOX1 REST RPS6 SGK1 SIN3A SMC3 SP1 SP3 SST TAF1 TAP1 TARDBP TET1 TET2 TET3 UBE3A YBX1 WP_MED_AND_PSEUDOACHONDROPLASIA_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MED_AND_PSEUDOACHONDROPLASIA_GENES COL9A1 COL9A2 COL9A3 COMP MATN1 MATN3 WP_MELANOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MELANOMA AKT1 AKT2 AKT3 ARAF BAD BAK1 BAX BRAF CALM1 CALM2 CALM3 CALML3 CALML4 CALML5 CALML6 CCND1 CDH1 CDK4 CDK6 CDKN1A CDKN2A CREB1 DDB2 E2F1 E2F2 E2F3 ELK1 ERBB4 ETS1 FOS GADD45A GADD45B GADD45G GRB2 GRIN2A GRM3 HRAS KDR KIT KRAS LAMTOR3 MAP2K1 MAP2K2 MAPK1 MAPK3 MDM2 MITF NF1 NRAS PAK1 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 POLK PREX2 PTEN RAC1 RAF1 RB1 SHC2 SOS1 SOS2 STK19 TP53 VCL WP_MELATONIN_METABOLISM_AND_EFFECTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MELATONIN_METABOLISM_AND_EFFECTS AANAT ACHE ADRB1 APOE ASMT BMAL1 CALM1 CAMK2A CLOCK CRY1 CRY2 CSNK1D CSNK1E CYP1A1 CYP1A2 CYP1B1 CYP2C19 CYP2D6 ECE1 EDN1 FOXO1 GSK3B IRAK1 MAOA MAP2 MTNR1A MTNR1B NFKB1 PER1 PER2 PER3 PRKCA SIRT1 SULT1A1 TRAF6 WP_MESODERMAL_COMMITMENT_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MESODERMAL_COMMITMENT_PATHWAY ACACA ACVR1 ACVR2A ACVR2B ADAM19 AEBP2 AHDC1 AMH ARID5B ARL4A ASCC3 ATP8B2 AXIN1 AXIN2 BCORL1 BHLHE40 BMP4 BMP7 BMPR1A BMPR2 C1QBP C9orf72 CCDC6 CCDC88A CCND1 CEP250 CHRD CRTC1 CSRP2 CTBP2 CUL4B DDAH1 DIP2A DKK1 DLL1 DNMT3B ELK4 ELP4 EMSY EOMES EPB41L5 EXT1 EXT2 FGF8 FGFR1 FOXA1 FOXA2 FOXC1 FOXC2 FOXH1 FZD4 FZD5 FZD8 GATA3 GATA6 GDF3 GRHL2 HAND1 HES7 HMGA2 HNF4A HPRT1 HTT INHBA JAK2 JARID2 KDM6A KLF4 KLF5 LATS1 LEF1 LEFTY1 LEFTY2 MACF1 MBTD1 MEIS1 MIR302C MIXL1 MSGN1 MTF2 NABP2 NANOG NCAPG2 NFE2L2 NLK NODAL NOG PARP8 PAX6 PBX1 PBX3 PHF6 PIAS1 PITX2 PLCH1 POU5F1 PPP2CA PRKACA PRKAR1A RARB RARG RGS10 RPL38 SCHIP1 SESN1 SETD2 SLC2A12 SMAD1 SMAD2 SMAD3 SMAD4 SMAD6 SNAI1 SOX17 SOX2 SOX21 SRF TBX1 TBX3 TBX6 TCF4 TCF7L1 TEAD1 TEAD2 TET1 TEX56P TOX TOX3 TRERF1 TRIM28 TRIM5 TRIM71 TWSG1 UBR5 VAV3 WDCP WDFY2 WDHD1 WNT3 WNT3A YAP1 ZFHX4 ZIC2 ZIC3 ZIC5 ZNF281 ZNF462 WP_METABOLIC_EPILEPTIC_DISORDERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_METABOLIC_EPILEPTIC_DISORDERS AADAT AASS ACAT1 ACO1 ALDH7A1 ALDOA ALDOB ALDOC AMT ARG1 ASL ASS1 BTD CBS CDO1 CPS1 CTH DHTKD1 DLAT DLD ECHS1 ENO1 ENO2 ENO3 ENSG00000274276 ETHE1 FBP1 FBP2 G6PC1 GAMT GAPDH GATM GCDH GCK GLDC GLS2 GLUD1 GOT1 GOT2 GPHN GPI GPT HADH HK1 HK2 HK3 HLCS LDHA LDHAL6B LDHB LDHC MDH1 MDH2 MOCS1 MOCS2 MOCS3 MPC1 MPC2 OTC PC PCK1 PDHA1 PFKL PFKM PFKP PGAM1 PGAM2 PGK1 PGK2 PHGDH PKLR PKM PSAT1 PSPH SFXN1 SHMT1 SHMT2 SLC1A5 SLC25A1 SLC25A15 SLC25A5 SLC2A1 SLC2A2 SLC2A3 SLC2A4 SLC2A5 SLC7A2 SPCS1 SQOR SUOX TPI1 XDH WP_METABOLIC_PATHWAYS_OF_FIBROBLASTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_METABOLIC_PATHWAYS_OF_FIBROBLASTS ADAMTS2 ALDH18A1 BMP1 CD36 FGFR1 FGFR4 GCK GLS GLUD1 GPI LDHA LOXL2 LPAR1 P3H3 P3H4 P4HA1 P4HA2 P4HA3 PGM1 PHGDH PLCG1 PLOD1 PSAT1 PSPH PYCR1 RHOA SERPINH1 SLC16A1 SLC1A5 SLC2A1 UGDH UGP2 WP_METABOLIC_PATHWAY_OF_LDL_HDL_AND_TG_INCLUDING_DISEASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_METABOLIC_PATHWAY_OF_LDL_HDL_AND_TG_INCLUDING_DISEASES ABCA1 ANXA2 APOA1 APOA2 APOB APOC2 APOE CETP LCAT LDLR LDLRAP1 LIPC LIPG LPL MTTP PCSK9 SCARB1 WP_METABOLIC_REPROGRAMMING_IN_COLON_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_METABOLIC_REPROGRAMMING_IN_COLON_CANCER ACLY ACO2 ALDOB DLST ENO1 FASN FH G6PD GAPDH GART GLS GLUD1 GOT2 GPI HK3 IDH2 IDH3A LDHA MDH2 PAICS PDHA1 PDHB PFKL PGAM1 PGD PGK1 PKM PPAT PSAT1 PSPH PYCR1 PYCR2 RPIA SDHB SHMT2 SLC16A3 SLC1A5 SLC2A1 SUCLG2 TALDO1 TIGAR TKT WP_METABOLIC_REPROGRAMMING_IN_PANCREATIC_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_METABOLIC_REPROGRAMMING_IN_PANCREATIC_CANCER ACLY BCAT2 BCKDHA CARM1 CS DLAT DLD FASN GFPT1 GLS2 GLUD1 GNPNAT1 GOT1 GOT2 GPI GPT HK1 HK2 HMGCR HMGCS2 KRAS LDHA LDLR MDH1 ME1 PDHA1 PDHB PDHX PFKL PGM3 PKM RPE RPIA SLC16A1 SLC16A4 SLC1A5 SLC2A1 SLC43A1 SLC7A5 SOAT1 TP53 UAP1 WP_METABOLISM_OF_ALPHA_LINOLENIC_ACID https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_METABOLISM_OF_ALPHA_LINOLENIC_ACID ALOX12 ALOX15 ALOX5 FADS1 FADS2 PTGS2 WP_METABOLISM_OF_SPHINGOLIPIDS_IN_ER_AND_GOLGI_APPARATUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_METABOLISM_OF_SPHINGOLIPIDS_IN_ER_AND_GOLGI_APPARATUS B3GALNT1 B3GALT1 B3GALT2 B4GALNT1 B4GALT1 B4GALT2 CERK CERS3 GALNT1 GALNT16 KDSR SGMS1 SGMS2 SGPL1 SGPP1 SGPP2 SPHK1 SPHK2 ST6GALNAC3 UGCG UGT8 WP_METAPATHWAY_BIOTRANSFORMATION_PHASE_I_AND_II https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_METAPATHWAY_BIOTRANSFORMATION_PHASE_I_AND_II AKR1A1 AKR1B1 AKR1B10 AKR1C1 AKR1C2 AKR1C3 AKR1C4 AKR1D1 AKR7A2 AKR7A3 BAAT CHST1 CHST10 CHST11 CHST12 CHST13 CHST14 CHST2 CHST3 CHST4 CHST5 CHST6 CHST7 CHST8 CHST9 COMT CYP11A1 CYP11B1 CYP11B2 CYP17A1 CYP19A1 CYP1A1 CYP1A2 CYP1B1 CYP20A1 CYP21A2 CYP24A1 CYP26A1 CYP26B1 CYP26C1 CYP27A1 CYP27B1 CYP27C1 CYP2A13 CYP2A6 CYP2A7 CYP2B6 CYP2C18 CYP2C19 CYP2C8 CYP2C9 CYP2D6 CYP2E1 CYP2F1 CYP2J2 CYP2R1 CYP2S1 CYP2U1 CYP2W1 CYP39A1 CYP3A4 CYP3A43 CYP3A5 CYP3A7 CYP46A1 CYP4B1 CYP4F11 CYP4F12 CYP4F2 CYP4F22 CYP4F3 CYP4F8 CYP4V2 CYP4X1 CYP4Z1 CYP51A1 CYP7A1 CYP7B1 CYP8B1 EPHX1 EPHX2 FMO1 FMO2 FMO3 FMO4 FMO5 GAL3ST1 GAL3ST2 GAL3ST3 GAL3ST4 GLYAT GLYATL1 GLYATL2 GPX2 GPX3 GPX4 GPX5 GSR GSS GSTA1 GSTA2 GSTA3 GSTA4 GSTA5 GSTCD GSTK1 GSTM1 GSTM2 GSTM3 GSTM4 GSTM5 GSTO1 GSTO2 GSTP1 GSTT2 GSTT2B GSTZ1 HNMT HS2ST1 HS3ST1 HS3ST2 HS3ST3A1 HS3ST3B1 HS3ST4 HS3ST5 HS3ST6 HS6ST1 HS6ST2 HS6ST3 INMT KCNAB1 KCNAB2 KCNAB3 MGST1 MGST2 MGST3 NAA20 NAA30 NAA40 NAA50 NAA80 NAT10 NAT14 NAT2 NAT8 NAT8L NAT9 NDST1 NDST2 NDST3 NDST4 NNMT SLX1A-SULT1A3 SULT1A1 SULT1A2 SULT1A4 SULT1B1 SULT1C2 SULT1C3 SULT1C4 SULT1E1 SULT2A1 SULT2B1 SULT4A1 SULT6B1 TPMT UGT1A1 UGT1A10 UGT1A3 UGT1A4 UGT1A5 UGT1A6 UGT1A7 UGT1A9 UGT2A1 UGT2A2 UGT2A3 UGT2B11 UGT2B15 UGT2B17 UGT2B28 UGT2B4 UGT2B7 WP_METASTATIC_BRAIN_TUMOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_METASTATIC_BRAIN_TUMOR CDC42 CDK6 E2F3 MIR29C MIRLET7A1 MIRLET7C MIRLET7D MIRLET7E MIRLET7F1 MIRLET7G MYC PIK3R1 TP53 WP_METHIONINE_DE_NOVO_AND_SALVAGE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_METHIONINE_DE_NOVO_AND_SALVAGE_PATHWAY ADI1 AHCY AMD1 APIP BHMT CHDH ENOPH1 IL4I1 MAT1A MAT2A MAT2B MRI1 MSRA MSRB2 MSRB3 MTAP MTR ODC1 SMS SRM TAT TXN WP_METHIONINE_METABOLISM_LEADING_TO_SULFUR_AMINO_ACIDS_AND_RELATED_DISORDERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_METHIONINE_METABOLISM_LEADING_TO_SULFUR_AMINO_ACIDS_AND_RELATED_DISORDERS ADK AHCY BHMT CBS CDO1 CSAD CTH ENSG00000274276 GNMT MAT1A MAT2B MTR WP_METHYLATION_PATHWAYS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_METHYLATION_PATHWAYS COMT HNMT INMT MAT1A MAT2A MAT2B NNMT PNMT TPMT WP_MET_IN_TYPE_1_PAPILLARY_RENAL_CELL_CARCINOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MET_IN_TYPE_1_PAPILLARY_RENAL_CELL_CARCINOMA AKT1 AKT2 AKT3 ALK ARAF BAD BRAF BUB1B-PAK6 C8orf34 CBL CDC42 CDKN1A CRK CRKL ELOA ETS1 GAB1 GRB2 HGF HRAS INSL3 JAK3 JUN KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 MAPK8 MET NRAS PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PLCG1 PRCC PTK2 PTPN11 RAC1 RAF1 RAP1A RAP1B RAPGEF1 RPL11 SOS1 SOS2 SRC STAT3 STRN TFE3 WP_MEVALONATE_ARM_OF_CHOLESTEROL_BIOSYNTHESIS_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MEVALONATE_ARM_OF_CHOLESTEROL_BIOSYNTHESIS_PATHWAY ACAT1 ACAT2 FDFT1 FDPS GGPS1 HMGCL HMGCR HMGCS1 IDI1 IDI2 MVD MVK PMVK WP_MEVALONATE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MEVALONATE_PATHWAY ACAT2 FDPS HMGCR HMGCS1 MVD MVK PMVK WP_MFAP5_EFFECT_ON_PERMEABILITY_AND_MOTILITY_OF_ENDOTHELIAL_CELLS_VIA_CYTOSKELETON_REARRANGEMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MFAP5_EFFECT_ON_PERMEABILITY_AND_MOTILITY_OF_ENDOTHELIAL_CELLS_VIA_CYTOSKELETON_REARRANGEMENT ACTN1 CREB1 ITGAV ITGB3 ITPR1 JUN LPP MAPK1 MAPK3 MFAP5 MYL2 MYLK PLCG1 PRKCQ PTK2 PXN TJP1 VCL WP_MFAP5_MEDIATED_OVARIAN_CANCER_CELL_MOTILITY_AND_INVASIVENESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MFAP5_MEDIATED_OVARIAN_CANCER_CELL_MOTILITY_AND_INVASIVENESS CREB1 ITGAV ITGB3 ITPR3 JUN MAPK1 MAPK3 MFAP5 PLCG1 PRKCQ PTK2 RYR3 TNNC1 WP_MICROGLIA_PATHOGEN_PHAGOCYTOSIS_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MICROGLIA_PATHOGEN_PHAGOCYTOSIS_PATHWAY ARPC1B C1QA C1QB C1QC CYBA CYBB FCER1G FCGR1A HCK ITGAM ITGB2 LAT LYN NCF1 NCF2 NCF4 NCKAP1L PIK3C2A PIK3C3 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R6 PLCG2 PTPN6 RAC1 RAC2 RAC3 SIGLEC7 SYK TREM1 TREM2 TYROBP VAV1 VAV2 VAV3 WP_MICRORNAS_IN_CARDIOMYOCYTE_HYPERTROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MICRORNAS_IN_CARDIOMYOCYTE_HYPERTROPHY AGT AKT1 AKT2 CALM1 CAMK2D CDK7 CDK9 CHUK CISH CTF1 CTNNB1 DVL1 EDN1 EGF EIF2B5 FGF2 FGFR2 FZD1 FZD2 GATA4 GSK3B HDAC4 HDAC5 HDAC7 HDAC9 IGF1 IGF1R IKBKB IKBKE IKBKG IL6ST LIF LRP5 LRP6 MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K5 MAP2K6 MAP2K7 MAP3K14 MAPK1 MAPK14 MAPK3 MAPK4 MAPK7 MAPK8 MIR103A1 MIR103A2 MIR125B1 MIR125B2 MIR130B MIR133A1 MIR133A2 MIR133B MIR140 MIR15B MIR185 MIR195 MIR199A1 MIR199A2 MIR208A MIR21 MIR214 MIR23A MIR27B MIR30E MIRLET7B MTOR MYEF2 MYLK MYLK3 NFATC4 NFKB1 NPPA NPPB NRG1 PDPK1 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PLA2G2A PLCB2 PPP3CA PPP3CB PRKCB PRKG1 RAC1 RAF1 RCAN1 RHOA ROCK1 ROCK2 STAT3 TAB1 TGFB1 TNF WNT3A WNT5A WP_MICRORNA_FOR_TARGETING_CANCER_GROWTH_AND_VASCULARIZATION_IN_GLIOBLASTOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MICRORNA_FOR_TARGETING_CANCER_GROWTH_AND_VASCULARIZATION_IN_GLIOBLASTOMA HES1 HEY1 HIF1A HIF1AN MIR31 VEGFA VEGFB VEGFC WP_MICRORNA_NETWORK_ASSOCIATED_WITH_CHRONIC_LYMPHOCYTIC_LEUKEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MICRORNA_NETWORK_ASSOCIATED_WITH_CHRONIC_LYMPHOCYTIC_LEUKEMIA ADAMTSL4-AS1 BCL2 MCL1 MIR15A MIR16-1 TP53 ZAP70 WP_MICROTUBULE_CYTOSKELETON_REGULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MICROTUBULE_CYTOSKELETON_REGULATION ABL1 AKT1 APC AURKB CAMK4 CDC42 CDK1 CFL2 CLASP1 CLIP1 DIAPH1 DPYSL2 DVL1 EPHB2 F2RL2 GNAQ GSK3B KIF2C LIMK1 MAP1B MAPKAPK2 MAPRE1 MAPT MARK1 MARK2 PAK1 PARD6A PHLDB2 PIK3CA PRKACA PRKCA PTEN PTPRA RAC1 RHO ROCK1 SPRED1 SRC STAT3 STMN1 TAOK1 TESK2 TIAM1 TPPP TRIO WNT3A WP_MINERALOCORTICOID_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MINERALOCORTICOID_BIOSYNTHESIS AKR1C1 AKR1C2 AKR1C3 AKR1C4 AKR1D1 CYP11B1 CYP11B2 CYP21A2 HSD11B1 HSD11B2 SRD5A1 SRD5A2 UGT1A10 UGT2B7 WP_MIRNAS_INVOLVED_IN_DNA_DAMAGE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MIRNAS_INVOLVED_IN_DNA_DAMAGE_RESPONSE ABL1 ATM CCND1 CCND3 CCNE1 CDC25A CDK6 CDKN1A CDKN1B CREB1 E2F1 H2AX MIR100 MIR106B MIR143 MIR145 MIR15A MIR15B MIR16-1 MIR17 MIR181A1 MIR181B1 MIR18A MIR195 MIR19A MIR19B1 MIR203A MIR20A MIR21 MIR210 MIR221 MIR222 MIR223 MIR23A MIR23B MIR25 MIR27A MIR27B MIR29A MIR29B1 MIR29C MIR3074 MIR330 MIR34B MIR34C MIR371A MIR372 MIR373 MIR374B MIR421 MIR424 MIR449A MIR449B MIR449C MIR450A2 MIR450B MIR497 MIR503 MIR542 MIR92A1 MIR93 MIRLET7A1 MIRLET7B MIRLET7D MIRLET7F1 MYC RAD52 TP53 WP_MIRNA_BIOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MIRNA_BIOGENESIS DGCR8 DICER1 DROSHA RAN TARBP2 XPO5 WP_MIRNA_REGULATION_OF_DNA_DAMAGE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MIRNA_REGULATION_OF_DNA_DAMAGE_RESPONSE ABL1 APAF1 ATM ATR ATRIP BAX BBC3 BID BRCA1 CASP3 CASP8 CASP9 CCNB1 CCNB2 CCNB3 CCND1 CCND2 CCND3 CCNE1 CCNE2 CCNG1 CDC25A CDC25C CDK1 CDK2 CDK4 CDK5 CDK6 CDKN1A CDKN1B CHEK1 CHEK2 CREB1 CYCS DDB2 E2F1 FANCD2 FAS GADD45A GADD45B GADD45G H2AX HUS1B MDM2 MIR145 MIR15A MIR20A MIR24-1 MRE11 MYC NBN PIDD1 PMAIP1 PML PRKDC RAD1 RAD17 RAD50 RAD51 RAD52 RAD9A RB1 RFC1 RPA2 RRM2B SESN1 SFN SMC1A TLK1 TLK2 TNFRSF10B TP53 TP53AIP1 WP_MIRNA_REGULATION_OF_P53_PATHWAY_IN_PROSTATE_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MIRNA_REGULATION_OF_P53_PATHWAY_IN_PROSTATE_CANCER APAF1 ATM BAX BBC3 BID CASP3 CASP8 CASP9 CHEK2 CYS1 DDB2 EI24 MDM2 MIR1305 MIR182 MIR27B MIR4482 MIR4491 MIR548B MIR548C PERP PMAIP1 PTEN SERPINE1 SESN3 SHISA5 SIAH1 TNFRSF10B TP53 TP53AIP1 ZMAT3 WP_MIRNA_REGULATION_OF_PROSTATE_CANCER_SIGNALING_PATHWAYS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MIRNA_REGULATION_OF_PROSTATE_CANCER_SIGNALING_PATHWAYS AKT3 AR BAD BCL2 CASP9 CCND1 CDKN1A CDKN1B CREB3L1 CREBBP CTNNB1 FOXO1 GRB2 GSK3B IKBKG KLK3 KRAS MAP2K1 MAP2K2 MAPK1 MDM2 MTOR NFKB1 NFKBIA PDGFA PDGFRB PIK3CA RAF1 SOS1 TCF7 TP53 WP_MIRNA_ROLE_IN_IMMUNE_RESPONSE_IN_SEPSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MIRNA_ROLE_IN_IMMUNE_RESPONSE_IN_SEPSIS CCL3 CCL4 CHUK CXCL8 ELANE GZMB ICAM1 IKBKB IKBKG IL10 IL1A IL6 IRAK1 IRAK4 IRF1 IRF5 IRF7 LCN2 MAP3K7 MAPK14 MAPK8 MIR106A MIR106B MIR122 MIR125B1 MIR125B2 MIR126 MIR145 MIR146B MIR149 MIR155 MIR155HG MIR16-1 MIR16-2 MIR187 MIR199A1 MIR199A2 MIR19A MIR200B MIR200C MIR203A MIR203B MIR21 MIR223HG MIR29A MIR758 MIR9-1 MIRLET7I MYD88 NFKB1 NFKB2 NFKBIA REL RELA RELB TAB1 TAB2 TLR4 TLR7 TLR8 TNF TRAF3 TRAF6 VCAM1 WP_MIRNA_TARGETS_IN_ECM_AND_MEMBRANE_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MIRNA_TARGETS_IN_ECM_AND_MEMBRANE_RECEPTORS COL1A2 COL3A1 COL4A1 COL4A2 COL5A1 COL5A2 COL5A3 COL6A1 COL6A2 COL6A3 FN1 ITGA1 ITGA11 ITGB5 ITGB6 LAMA4 LAMB2 LAMC1 MIR141 MIR148B MIR200A MIR200B MIR200C MIR25 MIR30B MIR30C1 MIR30C2 MIR30D MIR429 MIR532 MIR548AA1 MIR548AA2 MIR589 MIR92A2 SDC2 THBS1 THBS2 TNXB WP_MIR_124_PREDICTED_INTERACTIONS_WITH_CELL_CYCLE_AND_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MIR_124_PREDICTED_INTERACTIONS_WITH_CELL_CYCLE_AND_DIFFERENTIATION CTDSP1 PRKAA1 PTBP1 SIX4 STK11 STRADB WP_MIR_509_3P_ALTERATION_OF_YAP1_ECM_AXIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MIR_509_3P_ALTERATION_OF_YAP1_ECM_AXIS BCAR1 COL1A1 COL3A1 COL5A1 EDNRA FN1 GPC6 MIR509-3 PBX3 SNAI2 SPARC TEAD1 TEAD2 TEAD3 TEAD4 THBS2 TWIST1 YAP1 WP_MIR_517_RELATIONSHIP_WITH_ARCN1_AND_USP1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MIR_517_RELATIONSHIP_WITH_ARCN1_AND_USP1 ARCN1 CDKN1A ID1 ID2 USP1 WP_MITOCHONDRIAL_BETA_OXIDATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MITOCHONDRIAL_BETA_OXIDATION ACAA2 ACADL ACADSB ACSL3 DECR1 ECHS1 ECI1 EHHADH HSD17B10 WP_MITOCHONDRIAL_COMPLEX_III_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MITOCHONDRIAL_COMPLEX_III_ASSEMBLY BCS1L CYC1 LYRM7 MT-CYB TTC19 UQCC1 UQCC2 UQCC3 UQCR10 UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRH UQCRQ WP_MITOCHONDRIAL_COMPLEX_II_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MITOCHONDRIAL_COMPLEX_II_ASSEMBLY SDHA SDHAF1 SDHAF2 SDHAF3 SDHAF4 SDHB SDHC SDHD WP_MITOCHONDRIAL_COMPLEX_IV_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MITOCHONDRIAL_COMPLEX_IV_ASSEMBLY CMC1 COA3 COA6 COX10 COX11 COX14 COX15 COX16 COX17 COX18 COX19 COX20 COX4I1 COX5A COX5B COX6A1 COX6B1 COX6C COX7A2 COX7B COX7C COX8A HIGD1A MT-CO1 MT-CO2 MT-CO3 NDUFA4 PET100 PET117 PNKD SMIM20 SURF1 TACO1 TMEM177 WP_MITOCHONDRIAL_COMPLEX_I_ASSEMBLY_MODEL_OXPHOS_SYSTEM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MITOCHONDRIAL_COMPLEX_I_ASSEMBLY_MODEL_OXPHOS_SYSTEM ACAD9 COA1 DMAC1 DMAC2 ECSIT FOXRED1 MT-ND1 MT-ND2 MT-ND4 MT-ND4L MT-ND5 MT-ND6 NDUFA1 NDUFA10 NDUFA12 NDUFA13 NDUFA2 NDUFA3 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFAB1 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF6 NDUFAF7 NDUFB1 NDUFB10 NDUFB11 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFV1 NDUFV2 NDUFV3 NUBPL TIMMDC1 TMEM126B TMEM186 TMEM70 WP_MITOCHONDRIAL_FATTY_ACID_OXIDATION_DISORDERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MITOCHONDRIAL_FATTY_ACID_OXIDATION_DISORDERS ACADL ACADM ACADS ACADVL ACSF2 ACSL1 ACSL3 ACSL4 CPT1A CPT2 ECI1 EHHADH HADH HADHA HADHB PECR SCP2 SLC22A5 SLC25A20 WP_MITOCHONDRIAL_FATTY_ACID_SYNTHESIS_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MITOCHONDRIAL_FATTY_ACID_SYNTHESIS_PATHWAY ACACA HSD17B12 HTD2 MCAT MECR OXSM WP_MITOCHONDRIAL_GENE_EXPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MITOCHONDRIAL_GENE_EXPRESSION CAMK4 CREB1 ESRRA GABPA GABPB1 HCFC1 MTERF1 MTERF3 MYEF2 NRF1 POLRMT PPARGC1A PPARGC1B PPP3CA PPRC1 SP1 TFAM TFB1M TFB2M WP_MITOCHONDRIAL_IMMUNE_RESPONSE_TO_SARS_COV_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MITOCHONDRIAL_IMMUNE_RESPONSE_TO_SARS_COV_2 ACAD9 ACE ACE2 AGTR1 AGTR2 BCS1L CGAS CTSL ECSIT IFIH1 IKBKE IRF3 IRF7 MAVS NDUFAF1 NDUFB9 NFKB1 NFKB2 NLRX1 NOX1 PHB1 PHB2 REN RIGI STING1 TBK1 TICAM1 TLR3 TLR7 TMPRSS2 TOMM70 TRAF3 TRAF6 WP_MITOCHONDRIAL_LONG_CHAIN_FATTY_ACID_BETA_OXIDATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MITOCHONDRIAL_LONG_CHAIN_FATTY_ACID_BETA_OXIDATION ACADL ACADM ACADS ACADVL ACSF2 ACSL1 ACSL3 ACSL4 CPT1A CPT2 ECI1 EHHADH HADH HADHA PECR SCP2 SLC25A20 WP_MODULATION_OF_PI3K_AKT_MTOR_SIGNALING_BY_BIOACTIVE_SPHINGOLIPIDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MODULATION_OF_PI3K_AKT_MTOR_SIGNALING_BY_BIOACTIVE_SPHINGOLIPIDS AKT1 ASAH2 CERK CERS1 HIF1A IGF1R MTOR NFKB1 PIK3CA PLD1 S1PR1 S1PR3 SPHK2 TSC1 WP_MODULATORS_OF_TCR_SIGNALING_AND_T_CELL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MODULATORS_OF_TCR_SIGNALING_AND_T_CELL_ACTIVATION AGO1 AKT1 ARIH2 BCL10 CARD11 CBLB CD247 CD28 CD3D CD3E CD3G CD5 CD8A CDKN1B CHUK CUL5 DGKA DGKZ ELOB FIBP GNA13 GRAP2 GRB2 IKBKB IKBKG ITK LAT LCK LCP2 MALT1 MAP3K14 MAP3K8 MAP4K1 MEF2D NDUFB10 NFKB1 NFKBIA PCBP2 PDPK1 PIK3R1 PIK3R2 PLCG1 PRKCQ PTPN6 RASA2 REL RELA RHOH RNF7 RPRD1B SH2B3 SH2D1A SMARCB1 SOCS1 TMEM222 TNFAIP3 TRAF6 UBASH3A VAV1 ZAP70 ZFP36L1 WP_MOLYBDENUM_COFACTOR_MOCO_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MOLYBDENUM_COFACTOR_MOCO_BIOSYNTHESIS AOX1 GPHN MOCS1 MOCS2 MTARC2 SUOX XDH WP_MONOAMINE_GPCRS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MONOAMINE_GPCRS ADRA1A ADRA1B ADRA1D ADRA2A ADRA2B ADRA2C ADRB1 ADRB2 ADRB3 CHRM1 CHRM2 CHRM3 CHRM4 CHRM5 DRD1 DRD2 DRD3 DRD4 DRD5 HRH1 HRH2 HTR1A HTR1B HTR1D HTR1E HTR1F HTR2A HTR2B HTR2C HTR4 HTR5A HTR6 HTR7 WP_MONOAMINE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MONOAMINE_TRANSPORT ACHE ADORA2A AGT AMPH CDC25C DBH FBXO32 HRH3 IL1B IL1R1 ITGB3 MAPK14 NECTIN2 NOS1 PPP2CB RBL2 SCAMP2 SLC5A7 SLC6A1 SLC6A2 SLC6A3 SLC6A4 STX1A SYN1 TDO2 TGFB1I1 TH TNF TNFRSF11B TPH2 TSC2 UNC13B WP_MRNA_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MRNA_PROCESSING CD2BP2 CDC40 CELF1 CELF2 CELF4 CLASRP CLK1 CLK2 CLK3 CLK4 CLP1 CPSF1 CPSF2 CPSF3 CPSF4 CSTF1 CSTF2 CSTF2T CSTF3 DDX1 DDX20 DHX15 DHX16 DHX38 DHX8 DHX9 DICER1 DNAJC8 EFTUD2 FUS HNRNPA1 HNRNPA2B1 HNRNPAB HNRNPC HNRNPD HNRNPH1 HNRNPH2 HNRNPK HNRNPL HNRNPM HNRNPR HNRNPU LSM2 LSM7 METTL3 NCBP1 NCBP2 NONO NUDT21 NXF1 PABPN1 PAPOLA PCBP2 PHF5A POLR2A PPM1G PRMT1 PRMT2 PRPF18 PRPF3 PRPF4 PRPF40A PRPF4B PRPF6 PRPF8 PSKH1 PTBP1 PTBP2 RBM17 RBM39 RBM5 RBMX RNGTT RNMT RNPS1 RNU2-1 SF3A1 SF3A2 SF3A3 SF3B1 SF3B2 SF3B3 SF3B4 SF3B5 SFPQ SFSWAP SMC1A SNRNP40 SNRNP70 SNRPA SNRPA1 SNRPB SNRPB2 SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SNRPN SNU13 SPOP SREK1 SRP54 SRPK1 SRPK2 SRRM1 SRSF1 SRSF10 SRSF2 SRSF3 SRSF4 SRSF5 SRSF6 SRSF7 SRSF9 SUGP1 SUGP2 SUPT5H TMED10 TRA2B TXNL4A U2AF1 U2AF2 XRN2 YBX1 WP_MRNA_PROTEIN_AND_METABOLITE_INDUCATION_PATHWAY_BY_CYCLOSPORIN_A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MRNA_PROTEIN_AND_METABOLITE_INDUCATION_PATHWAY_BY_CYCLOSPORIN_A ATF4 KEAP1 NFE2L2 SLC1A5 SLC3A2 SLC7A11 SLC7A5 WP_MRNA_VACCINE_ACTIVATION_OF_DENDRITIC_CELL_AND_INDUCTION_OF_IFN_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MRNA_VACCINE_ACTIVATION_OF_DENDRITIC_CELL_AND_INDUCTION_OF_IFN_1 IFIH1 IRF3 IRF7 MAVS MR1 RIGI TLR3 TLR7 TLR8 TNFRSF11A WP_MTHFR_DEFICIENCY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MTHFR_DEFICIENCY ALDH7A1 ASMT BHMT CASP3 CASP9 CHDH CHKA CHPT1 COMT CYCS DNMT1 DNMT3A DNMT3B EHMT1 EHMT2 GRIN1 GRIN2A GRIN2D HNMT MARS1 MTHFR NDUFAF7 PCYT1A PEMT WP_MYD88_DISTINCT_INPUT_OUTPUT_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MYD88_DISTINCT_INPUT_OUTPUT_PATHWAY IL1A IRAK1 JUN MYD88 NFKB1 TIFA TLR1 TLR10 TLR2 TLR4 TLR5 TLR6 TLR7 TLR8 TLR9 TRAF6 UBE2N UBE2V1 WP_MYOMETRIAL_RELAXATION_AND_CONTRACTION_PATHWAYS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MYOMETRIAL_RELAXATION_AND_CONTRACTION_PATHWAYS ACKR3 ACTA1 ACTA2 ACTB ACTC1 ACTG1 ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ADM ARRB1 ARRB2 ATF1 ATF2 ATF3 ATF4 ATF5 ATF6B ATP2A2 ATP2A3 CACNB3 CALCA CALD1 CALM1 CALM2 CALM3 CAMK2A CAMK2B CAMK2D CAMK2G CNN1 CNN2 CORIN CRCP CREB1 CREB3 CRH CRHR1 DGKZ ETS2 FOS GABPA GABPB1 GJA1 GNAQ GNAS GNB1 GNB2 GNB3 GNB4 GNB5 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GPR182 GRK4 GRK5 GRK6 GSTO1 GUCA2A GUCA2B GUCY1A1 IGFBP1 IGFBP2 IGFBP3 IGFBP4 IGFBP5 IGFBP6 IL1B IL6 ITPR1 ITPR2 ITPR3 JUN LINC02210-CRHR1 LPAR1 MAFF MYL2 MYL4 MYLK2 NFKB1 NOS1 NOS3 OXT OXTR PDE4B PDE4D PKIA PKIB PKIG PLCB3 PLCD1 PLCG1 PLCG2 PRKACA PRKACB PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCA PRKCB PRKCD PRKCE PRKCG PRKCH PRKCQ PRKCZ PRKD1 RAMP1 RAMP2 RAMP3 RGS1 RGS10 RGS11 RGS14 RGS16 RGS17 RGS18 RGS19 RGS2 RGS20 RGS3 RGS4 RGS5 RGS6 RGS7 RGS9 RLN1 RXFP1 RXFP2 RYR1 RYR2 RYR3 SFN SLC8A1 SP1 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ WP_NAD_BIOSYNTHESIS_II_FROM_TRYPTOPHAN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NAD_BIOSYNTHESIS_II_FROM_TRYPTOPHAN AFMID HAAO KMO KYNU NADSYN1 NMNAT1 QPRT TDO2 WP_NAD_BIOSYNTHETIC_PATHWAYS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NAD_BIOSYNTHETIC_PATHWAYS ACMSD BST1 CD38 IDO1 NADSYN1 NAMPT NAPRT NMNAT1 PARP1 PARP2 PARP4 QPRT SIRT1 SIRT2 SIRT3 SIRT4 SIRT5 SIRT6 SIRT7 TDO2 TNKS TNKS2 WP_NAD_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NAD_METABOLISM CD38 NADK NAMPT NMNAT1 NMNAT2 NMNAT3 NRK NT5E PARP1 SIRT1 SIRT2 SIRT3 SIRT4 SIRT5 SIRT6 SIRT7 WP_NAD_METABOLISM_IN_ONCOGENE_INDUCED_SENESCENCE_AND_MITOCHONDRIAL_DYSFUNCTION_ASSOCIATED_SENESCENCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NAD_METABOLISM_IN_ONCOGENE_INDUCED_SENESCENCE_AND_MITOCHONDRIAL_DYSFUNCTION_ASSOCIATED_SENESCENCE CCL27 ELAVL1 G6PD GOT1 GOT2 HMGA1 IL1B IL6 MDH1 MDH2 NAMPT NMNAT2 PARP1 PRKAA1 RELA SIRT1 SIRT2 SIRT3 SIRT5 SLC2A1 SLC2A4 TP53 WP_NAD_METABOLISM_SIRTUINS_AND_AGING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NAD_METABOLISM_SIRTUINS_AND_AGING FOXO1 FOXO3 HIF1A NAMPT NFKB1 PARP1 PPARG ROS1 SIRT1 SIRT3 TFAM WP_NANOMATERIAL_INDUCED_APOPTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NANOMATERIAL_INDUCED_APOPTOSIS AIFM1 APAF1 BAK1 BAX BCL2 BID CASP3 CASP6 CASP7 CASP8 CASP9 CFLAR CYCS DIABLO ENDOG FADD FAS FASLG HTRA2 PRF1 WP_NANOMATERIAL_INDUCED_INFLAMMASOME_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NANOMATERIAL_INDUCED_INFLAMMASOME_ACTIVATION CASP1 CTSB IL1B NFKB1 NOX1 PYCARD TLR4 WP_NANOPARTICLE_MEDIATED_ACTIVATION_OF_RECEPTOR_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NANOPARTICLE_MEDIATED_ACTIVATION_OF_RECEPTOR_SIGNALING AKT3 AREG COL1A1 EGFR FN1 GRB2 HRAS ITGA1 ITGB1 KRAS MAP2K1 MAP2K2 MAPK1 MAPK10 MAPK11 MAPK12 MAPK13 MAPK14 MAPK8 MAPK9 NRAS PIK3CD PTK2 PXN RAF1 SOS1 SRC TLN1 WP_NANOPARTICLE_TRIGGERED_AUTOPHAGIC_CELL_DEATH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NANOPARTICLE_TRIGGERED_AUTOPHAGIC_CELL_DEATH AMBRA1 ATG10 ATG12 ATG14 ATG16L1 ATG3 ATG4A ATG5 ATG7 ATG9B BCL2 BECN1 CHAF1A INS INSR MAP1LC3A SH3GLB1 TSC1 TSC2 ULK1 ULK2 UVRAG VMP1 WP_NANOPARTICLE_TRIGGERED_REGULATED_NECROSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NANOPARTICLE_TRIGGERED_REGULATED_NECROSIS CASP8 FADD FTL MAPK8 PARP1 PLA2G4A RIPK1 RIPK3 TICAM1 TNF TNFRSF1A TRADD WP_NCRNAS_INVOLVED_IN_STAT3_SIGNALING_IN_HEPATOCELLULAR_CARCINOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NCRNAS_INVOLVED_IN_STAT3_SIGNALING_IN_HEPATOCELLULAR_CARCINOMA IL11 IL11RA IL6 IL6R IL6ST JAK1 JAK2 JAK3 MIR200A MIR200B MIR200C MIR21 NFKB1 RELA SOX4 STAT3 ZEB1 WP_NCRNAS_INVOLVED_IN_WNT_SIGNALING_IN_HEPATOCELLULAR_CARCINOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NCRNAS_INVOLVED_IN_WNT_SIGNALING_IN_HEPATOCELLULAR_CARCINOMA APC AXIN1 CCND1 CCND2 CCND3 CER1 CHD8 CSNK1A1 CSNK1A1L CSNK1E CSNK2A1 CSNK2A2 CSNK2A3 CSNK2B CTBP1 CTBP2 CTNNB1 CTNNBIP1 CXXC4 DKK1 DKK2 DKK4 DVL1 DVL2 DVL3 ELAVL1 EZH2 FOSL1 FRAT1 FRAT2 FZD1 FZD10 FZD2 FZD3 FZD5 FZD6 FZD7 FZD8 FZD9 GSK3B JUN KLF4 KREMEN1 LEF1 LRP5 LRP6 MIR18A MIR214 MIR452 MTDH MYC NKD1 NKD2 NLK NOTUM PLAU PORCN ROR1 ROR2 RYK SENP2 SERPINF1 SFRP1 SFRP2 SFRP4 SFRP5 SOST SOX17 SOX7 TCF7 TCF7L1 TCF7L2 WIF1 WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WP_NEOVASCULARISATION_PROCESSES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NEOVASCULARISATION_PROCESSES ACVRL1 AKT1 ANGPT1 CXCL12 CXCR4 DLL4 EPHB2 EPHB4 FLT4 HIF1A JAG1 KDR KIT KITLG MAPK1 MAPK3 MAPK8 MAPK9 MMP9 NFKB1 NFKB2 NOTCH1 NOTCH3 NOTCH4 PDGFB REL RELA RELB SMAD1 SMAD2 SMAD3 SMAD5 SMAD9 TGFB1 TGFB2 TGFB3 TGFBR1 WP_NEPHROGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NEPHROGENESIS ALDH1A2 BMP7 FGF20 FGF8 FOXD1 GREB1L JAG1 MEIS1 NOTCH2 OSR1 PAX2 RSPO1 RSPO3 SIX2 TCF21 WNT3A WNT4 WNT9B WP_NEPHROTIC_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NEPHROTIC_SYNDROME ACTN4 ALG1 ANLN APOL1 ARHGAP24 ARHGDIA CD151 CD2AP COL4A3 COL4A4 COL4A5 COQ2 COQ6 COQ8B CTLA4 CUBN CYP11B2 E2F3 EMP2 GPC5 INF2 ITGA3 ITGB4 LAMB2 LMNA LMX1B MYH9 MYO1E NPHS1 NPHS2 PAX2 PDSS2 PLCE1 PMM2 PODXL PTPRO SCARB2 SMARCAL1 SYNPO TRPC6 TTC21B WDR73 WT1 YARS1 ZMPSTE24 WP_NETRIN_UNC5B_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NETRIN_UNC5B_SIGNALING_PATHWAY AGAP2 AKT1 ALPL ARHGEF12 CASP3 CCL2 CCN2 CDH5 CIP2A COL1A1 DAPK1 DCSTAMP FYN ICAM1 IL10 IL1A INPP5D ITGB4 JUN KDR MAP2K1 MAP2K2 MAPK1 MAPK14 MAPK3 MYF5 NEO1 NTN1 NTN3 NTN4 PIK3CA PLEKHH1 PPP1CA PPP2R1B PRKCA PTK2 PTK2B PTPA PTPN11 RAC1 RAF1 RGMA RHOA RLF ROBO4 SELE SRC TNF TP53 UNC5B VCAM1 YAP1 WP_NETWORK_MAP_OF_SARS_COV_2_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NETWORK_MAP_OF_SARS_COV_2_SIGNALING_PATHWAY ACE2 ACTB ACTG1 AGT AHR AKT1 AKT1S1 ALB APOA1 APOA2 APOC1 APOD APOH APOL1 APOM ATG13 BID BIRC5 BST2 BTN3A1 C1QBP C1R C1S C8A CAMK4 CARD11 CASP3 CASP5 CASP8 CASP9 CCL1 CCL11 CCL15 CCL2 CCL20 CCL21 CCL22 CCL26 CCL27 CCL3 CCL4 CCL5 CCL8 CCNB1 CCNB2 CCR5 CCR6 CD14 CD163 CD2 CD226 CD247 CD3E CD3G CD4 CD8A CD8B CDK1 CEBPB CFB CFH CFI CFP COL7A1 CPN1 CRP CTSB CTSD CTSL CTSZ CXCL1 CXCL10 CXCL12 CXCL13 CXCL16 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 CXCR1 CXCR2 DDIT4 DEPTOR DUSP1 EGR1 EIF4A2 EIF4E EIF4EBP1 FAM83A FGA FGB FGF2 FGG FN1 FOS FYN GABARAPL2 GP1BA GSN GTSE1 HBB HBD HIF1A HLA-DRA HLA-DRB1 HLA-DRB5 HP HRG HSPA8 IFI27 IFI44L IFI6 IFIH1 IFIT1 IFITM1 IFITM3 IFNB1 IFNG IGFBP3 IGLL1 IKBKG IL10 IL12A IL13 IL16 IL17A IL18 IL18RAP IL1A IL1B IL1R2 IL21 IL22 IL33 IL4 IL5 IL6 IL7 IL9 IRAK1 IRF3 IRF9 ITCH ITGA3 ITIH3 ITIH4 JAK1 JAK2 JUN JUNB LARP1 LBP LCK LGALS3BP LRG1 MAP1LC3B MAPK8 MAVS MLST8 MMP25 MTOR MX1 MYD88 NFATC3 NFKB2 NKRF NLRP1 NLRP3 NTRK1 OAS2 PARP2 PF4 PIAS1 PRG3 PRKCQ PTGS2 PTPN6 RAC1 RHEB RIGI RPS6 RPTOR RRAS RRM2 SAA1 SAA2 SELP SERPINA10 SERPINA5 SERPINE1 SKAP1 SMAD1 SMAD5 STAT1 STEAP3 TBK1 TF TGFBR2 TNF TNFSF10 TP53I3 TPO TRAF2 TRAF3 TRAF6 TRO TRPM2 ULK1 VPS11 VPS16 VPS18 VPS33A VPS36 VPS41 WDR74 ZAP70 WP_NEURAL_CREST_CELL_MIGRATION_DURING_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NEURAL_CREST_CELL_MIGRATION_DURING_DEVELOPMENT AKT1 AKT2 AKT3 ARF1 BDNF BUB1B-PAK6 CDH11 EPHB1 EPHB2 EPHB3 EPHB4 EPHB6 F2RL2 FOS JUN MMP2 MMP8 MMP9 NGEF NGFR PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R3 PIK3R4 PIK3R5 PIK3R6 RAC1 RHOA STAT3 TIAM1 TRIO TWIST1 WP_NEURAL_CREST_CELL_MIGRATION_IN_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NEURAL_CREST_CELL_MIGRATION_IN_CANCER AKT1 AKT2 AKT3 ARF1 BDNF BUB1B-PAK6 CDH11 EPHB1 EPHB2 EPHB3 EPHB4 EPHB6 F2RL2 FOS JUN KIDINS220 MMP2 MMP8 MMP9 NGEF NGFR NTRK2 PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R3 PIK3R4 PIK3R5 PIK3R6 RAC1 RHOA SORT1 STAT3 TIAM1 TRIO TWIST1 WP_NEURAL_CREST_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NEURAL_CREST_DIFFERENTIATION ASCL1 AXIN1 AXIN2 BMP4 BMP7 CDH1 CDH2 CDH6 CDH7 COL11A2 COL2A1 CTBP2 CTNNB1 DCT DLL1 DLL3 DLL4 DLX5 DMBX1 DVL1 DVL2 DVL3 ETS1 FGF19 FGF2 FGF8 FGFR1 FGFR2 FGFR3 FOXD3 FZD3 GBX2 GFAP GJB1 GSK3B HAND1 HDAC1 HDAC10 HDAC11 HDAC2 HDAC3 HDAC4 HDAC5 HDAC6 HDAC7 HDAC8 HDAC9 HES1 HES5 HEY2 HOXA1 HOXB1 ID1 ISL1 ITGB1 LHX1 LHX2 LHX5 MBP MIA MITF MPZ MSX1 MSX2 MYB MYC NEUROG1 NFKB1 NFKB2 NOTCH1 NOTCH2 NOTCH3 NOTCH4 OLIG1 OLIG2 OLIG3 PAX3 PAX7 PHOX2B PMP22 PRTG RBPJ RHOB SMAD1 SNAI1 SNAI2 SOX10 SOX5 SOX9 TBX6 TCF4 TCF7L1 TFAP2A TFAP2B TLX2 TWIST1 WNT1 WNT3A WNT8A ZIC1 ZIC5 WP_NEURODEGENERATION_WITH_BRAIN_IRON_ACCUMULATION_NBIA_SUBTYPES_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NEURODEGENERATION_WITH_BRAIN_IRON_ACCUMULATION_NBIA_SUBTYPES_PATHWAY ACACA AKT1S1 ATG10 ATG101 ATG12 ATG13 ATG14 ATG16L1 ATG2A ATG3 ATG4A ATG5 ATG7 ATP13A2 BECN1 C19orf12 COASY CP DCAF17 DEPTOR FA2H FTL GTPBP2 MAP1LC3A MECP2 MLST8 MTOR PANK2 PIK3C3 PIK3R4 PLA2G6 PRKAA1 RB1CC1 RHEB RPTOR SCP2 SPTLC1 STK11 TSC1 TSC2 ULK1 WDR45 WIPI1 WIPI2 WP_NEUROINFLAMMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NEUROINFLAMMATION ASCC1 CHUK FOS JUN MAPK14 MAPK8 MT-CO1 MT-CO2 MTOR NFKBIA NOS2 RELA TLR4 WP_NEUROINFLAMMATION_AND_GLUTAMATERGIC_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NEUROINFLAMMATION_AND_GLUTAMATERGIC_SIGNALING ADCY1 ADCY3 ADCY8 AKT1 ARC BCL2 BDNF CALM1 CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 CAMKK1 CAMKK2 CFL1 CNTF CREB1 DAO DISC1 DLAT DLD FGF2 FOS GFAP GLS GLS2 GLUL GOT1 GRIA1 GRIA2 GRIA3 GRIA4 GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B GRM1 GRM2 GRM4 GRM5 GRM7 GRM8 IFNG IFNGR1 IFNGR2 IGF1 IL10 IL10RA IL10RB IL12A IL12B IL13 IL13RA1 IL1A IL1B IL1R1 IL1R2 IL4 IL4R IL6 IL6R IL6ST INSR IRS1 JAK1 LIF LRRC8A LRRC8B LRRC8C LRRC8D LRRC8E LTA MAPK1 MAPK3 NFKB1 NFKB2 NGF NOS1 NSMF PDHA1 PHGDH PLCB1 PLCB2 PLCB3 PLCB4 PPP1CA PPP1CB PPP1CC PRKACA PRKCA PRKCB PRKCG PSAT1 PSPH SHMT1 SHMT2 SLC17A6 SLC17A7 SLC1A1 SLC1A2 SLC1A3 SLC1A4 SLC1A6 SLC2A1 SLC2A3 SLC38A1 SLC38A2 SLC38A3 SLC38A5 SLC6A9 SLC7A10 SMAD2 SMAD3 SMAD4 SMAD7 SOCS3 SRR STAT1 STAT3 STAT6 TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 TNF TNFRSF1A TNFRSF1B TRAF5 TRPM4 WP_NEUROTRANSMITTER_DISORDERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NEUROTRANSMITTER_DISORDERS COMT DBH DDC MAOA PNMT SLC18A2 SLC6A3 TH TPH1 TPH2 WP_NF1_COPY_NUMBER_VARIATION_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NF1_COPY_NUMBER_VARIATION_SYNDROME ADAMTSL4-AS1 ADAP2 ARF6 ATAD5 ATR BCL2 CCNA2 CCNE1 CCNE2 CFL1 COPRS CRLF3 CRY1 DNMT1 E2F6 EED EGF EGFR EIF3A EVI2A EVI2B EVL EXOC1 EXOC2 EXOC3 EXOC4 EXOC5 EXOC6 EXOC7 EXOC8 EZH1 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HOXA1 HOXA9 IFNB1 INPP5A JARID2 LIMK1 MAP3K1 MAP3K2 MAPK1 MAPK3 MAVS MCL1 METAP2 MIR193A MIR4725 MIR4733 MYT1 NF1 NGF NGFR OMG PCNA PER1 POLRMT PRMT5 RAB11A RAB11FIP4 RAD51 RAD9A RAF1 RBBP7 RFC2 RFC3 RFC4 RFC5 RHOA RIGI RNF135 ROCK2 RTN4R SDC2 SOS1 SUPT5H SUZ12 SYN1 TEFM TUBB USP1 UTP6 WDR48 WP_NICOTINE_EFFECT_ON_DOPAMINERGIC_NEURONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NICOTINE_EFFECT_ON_DOPAMINERGIC_NEURONS ADCY2 CDK5 CHRNA3 CHRNA4 CHRNA5 CHRNA6 CHRNB2 DDC DRD2 DRD3 DRD4 GNAI1 GNB1 GNG2 KCNK3 KCNK9 PPP1CA PPP1R1B PRKACA SLC18A2 TH WP_NICOTINE_METABOLISM_IN_LIVER_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NICOTINE_METABOLISM_IN_LIVER_CELLS AOX1 CYP2A6 CYP2B6 FMO3 UGT1A4 UGT1A9 WP_NIPBL_ROLE_IN_DNA_DAMAGE_CORNELIA_DE_LANGE_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NIPBL_ROLE_IN_DNA_DAMAGE_CORNELIA_DE_LANGE_SYNDROME ATM ATR CBX3 H2AX MDC1 NIPBL RNF168 RNF8 WP_NITRIC_OXIDE_METABOLISM_IN_CYSTIC_FIBROSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NITRIC_OXIDE_METABOLISM_IN_CYSTIC_FIBROSIS CARM1 DDAH1 DDAH2 NOS1 NOS2 NOS3 PRMT1 PRMT2 PRMT3 PRMT5 PRMT6 PRMT7 PRMT8 WP_NOD_LIKE_RECEPTOR_NLR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NOD_LIKE_RECEPTOR_NLR_SIGNALING_PATHWAY CD40 CHUK EPHB2 ERBIN IKBKB IKBKG MAP3K7 MAPK8 RELA WP_NONALCOHOLIC_FATTY_LIVER_DISEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NONALCOHOLIC_FATTY_LIVER_DISEASE ADIPOQ ADIPOR1 ADIPOR2 AKT1 AKT2 AKT3 ATF4 BAK1 BAX BBC3 BCL2L11 BID CASP3 CASP7 CASP8 CCL2 CDC42 CEBPA COX4I1 COX4I2 COX5A COX5B COX6A1 COX6A2 COX6B1 COX6B2 COX6C COX7A1 COX7A2 COX7A2L COX7B COX7B2 COX7C COX8A COX8C CXCL8 CYC1 CYCS CYP2E1 DDIT3 EIF2AK3 EIF2S1 ERN1 FAS FASLG GSK3A GSK3B IKBKB IL1A IL1B IL6 IL6R INS INSR IRS1 IRS2 ITCH JUN LEP LEPR MAP3K11 MAP3K5 MAPK8 MAPK9 MLX MLXIP MLXIPL MT-CO1 MT-CO2 MT-CO3 MT-CYB NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA3 NDUFA4 NDUFA4L2 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFB1 NDUFB10 NDUFB11 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFC2-KCTD14 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 NFKB1 NR1H3 NR1H4 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PKLR PPARA PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 RAC1 RELA RXRA SDHA SDHB SDHC SDHD SMAD7 SOCS3 SREBF1 TGFB1 TNF TNFRSF1A TRAF2 UQCR10 UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRH UQCRHL UQCRQ VCAM1 XBP1 WP_NON_CLASSICAL_ROLE_OF_VITAMIN_D https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NON_CLASSICAL_ROLE_OF_VITAMIN_D ACE ACE2 AGT AGTR1 AGTR2 CYP27B1 CYP2R1 REN WP_NON_GENOMIC_ACTIONS_OF_1_25_DIHYDROXYVITAMIN_D3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NON_GENOMIC_ACTIONS_OF_1_25_DIHYDROXYVITAMIN_D3 CAMK2A CAMK2B CAMK2D CAMK2G CAMP CAV1 CCL2 CD40 CD40LG CXCL8 CYP24A1 CYP27B1 DEFB4A DEFB4B ETS1 HRAS IFI27L2 IFI44L IFNA2 IFNAR2 IFNG IFNGR1 IFNGR2 IKBKB IL6 ISG15 JAK1 JUN KRAS MAPK1 MAPK11 MAPK12 MAPK13 MAPK14 MAPK3 MAPK7 MAPK8 MAPK9 MED1 NFKB1 NFKB2 NOD2 NRAS OAS2 PLCB1 PLCB2 PLCB3 PLCB4 PLCD1 PLCE1 PLCG2 PRKCA PRKCB PRKCD PRKCE PRKCG PRKCH PRKCQ PRKCZ RELB RSAD2 RXRA RXRB RXRG SP1 SP3 STAT1 STAT2 TLR2 TLR4 TLR8 TNF TNFRSF1A TYK2 VDR WP_NON_HOMOLOGOUS_END_JOINING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NON_HOMOLOGOUS_END_JOINING DCLRE1C LIG4 NHEJ1 POLL POLM PRKDC WRN XRCC4 XRCC5 XRCC6 WP_NON_SMALL_CELL_LUNG_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NON_SMALL_CELL_LUNG_CANCER AKT1 AKT2 AKT3 ALK ARAF BAD BAK1 BAX BID BRAF CASP3 CASP8 CASP9 CCND1 CDK4 CDK6 CDKN1A CDKN2A CRABP1 CRABP2 CYCS DDB2 E2F1 E2F2 E2F3 EGF EGFR EML4 ERBB2 FHIT FOXO3 GADD45A GADD45B GADD45G GRB2 HRAS JAK3 KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS PDK1 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PLCG1 PLCG2 POLK PRKCA PRKCB PRKCG RAF1 RARB RASSF1 RASSF5 RB1 RXRA RXRB RXRG SOS1 SOS2 STAT3 STAT5A STAT5B STK4 TGFA TP53 WP_NOTCH1_REGULATION_OF_ENDOTHELIAL_CELL_CALCIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NOTCH1_REGULATION_OF_ENDOTHELIAL_CELL_CALCIFICATION ALPL CALU DLL1 DLL3 DLL4 FGFR3 GJA5 ITGA1 JAG1 JAG2 LPAR1 MGP NOTCH1 PLAT SAT1 SOX6 VEGFA WP_NOTCH_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NOTCH_SIGNALING ADAM17 APH1A APH1B CREBBP CTBP1 CTBP2 DLL1 DLL3 DLL4 DTX1 DTX2 DTX3 DTX3L DTX4 DVL1 DVL2 DVL3 HDAC1 HDAC2 HES1 HES5 INPP5K JAG1 JAG2 KAT2A KAT2B KCNJ5 LFNG MAML1 MAML3 MFNG NCOR2 NCSTN NOTCH1 NOTCH2 NOTCH3 NOTCH4 NUMB NUMBL PSEN1 PSEN2 PTCRA RBPJL RFNG WP_NOTCH_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NOTCH_SIGNALING_PATHWAY ADAM17 AKT1 APH1A APH1B CIR1 CUL1 DLL1 DLL3 DLL4 DTX1 EP300 FBXW7 FHL1 GSK3B HDAC1 HDAC2 HES1 HES5 HES6 HEY2 ITCH JAG1 JAG2 JAK2 LCK MAGEA1 MAML1 MAML2 MAML3 MAPT NCOR1 NCOR2 NCSTN NFKB1 NOTCH1 NOTCH2 NOTCH3 NOTCH4 NUMB NUMBL PIK3R1 PIK3R2 PSEN1 PSEN2 PSENEN RBPJ RING1 SAP30 SKP1 SNW1 SPEN SRC STAT3 TLE1 WP_NOVEL_INTRACELLULAR_COMPONENTS_OF_RIG_I_LIKE_RECEPTOR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NOVEL_INTRACELLULAR_COMPONENTS_OF_RIG_I_LIKE_RECEPTOR_PATHWAY ATG12 ATG5 AZI2 CASP10 CASP8 CHUK CXCL10 CXCL12 CXCL8 CYLD DDX17 DDX3X DDX3Y DHX58 FADD IFIH1 IFNA1 IFNB1 IFNE IFNG IFNK IKBKB IKBKE IKBKG IRF3 IRF7 ISG15 MAP3K1 MAP3K7 MAPK10 MAPK11 MAPK12 MAPK13 MAPK14 MAPK8 MAPK9 MAVS NFKB1 NFKBIA NFKBIB NLRX1 OTUD5 PIN1 RELA RIGI RIPK1 RNF125 SIKE1 SNW1 STING1 TANK TBK1 TBKBP1 TKFC TNF TRADD TRAF2 TRAF3 TRAF6 TRIM25 WP_NO_CGMP_PKG_MEDIATED_NEUROPROTECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NO_CGMP_PKG_MEDIATED_NEUROPROTECTION ACTN2 AKAP9 BAD BCL2 CALM1 CAMK2A CAMK2B CAMK2D CAMK2G CASP9 CNGA1 CNGA2 CNGA3 CNGA4 CNGB1 CNGB3 CREB1 CYCS DLG4 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GUCY1A1 GUCY1A2 GUCY1B1 GUCY1B2 IFNG IL1B NEFL NFKB1 NFKBIA NOS1 NOS2 NOS3 NPPA NPPB NPR1 PDE2A PDE3A PPID PRKG2 RELA TNF TSPO XIAP WP_NPHP1_DELETION_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NPHP1_DELETION_SYNDROME BCAR1 FLNA FLNB FLNC INVS MAPK1 MAPK3 NPHP1 NPHP4 PTK2B RPGRIP1L WP_NRF2_ARE_REGULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NRF2_ARE_REGULATION AIMP2 CEBPB CUL3 EPHB2 FYN GCLC GCLM GSK3B GSTA2 HMOX1 INSR KEAP1 MAF MAPK8 NFE2L2 NQO1 PGAM5 PIK3CA PRKCA RBX1 SLC7A11 SRC YES1 WP_NRF2_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NRF2_PATHWAY ABCC2 ABCC3 ABCC4 ABCC5 ADH7 AGER ALDH3A1 BLVRB CBR1 CBR3 CES1 CES2 CES3 CES4A CES5A CYP2A6 CYP4A11 DNAJB1 EGR1 EPHA2 EPHA3 FGF13 FTH1 FTL G6PD GCLC GCLM GGT1 GPX2 GPX3 GSR GSTA1 GSTA2 GSTA3 GSTA4 GSTA5 GSTM1 GSTM2 GSTM3 GSTM4 GSTM5 GSTP1 GSTT2 HBEGF HGF HMOX1 HSP90AA1 HSP90AB1 HSPA1A KEAP1 MAFF MAFG ME1 MGST2 MGST3 NFE2L2 NQO1 NRG1 PDGFB PGD PPARD PRDX1 PRDX6 PTGR1 RXRA SERPINA1 SLC2A1 SLC2A10 SLC2A11 SLC2A12 SLC2A13 SLC2A14 SLC2A2 SLC2A3 SLC2A4 SLC2A5 SLC2A6 SLC2A7 SLC2A8 SLC2A9 SLC39A1 SLC39A10 SLC39A11 SLC39A12 SLC39A13 SLC39A14 SLC39A2 SLC39A3 SLC39A4 SLC39A5 SLC39A6 SLC39A7 SLC39A8 SLC39A9 SLC5A1 SLC5A10 SLC5A11 SLC5A12 SLC5A2 SLC5A3 SLC5A4 SLC5A5 SLC5A6 SLC5A7 SLC5A8 SLC5A9 SLC6A1 SLC6A11 SLC6A13 SLC6A14 SLC6A15 SLC6A16 SLC6A17 SLC6A18 SLC6A19 SLC6A2 SLC6A20 SLC6A3 SLC6A4 SLC6A5 SLC6A6 SLC6A7 SLC6A8 SLC6A9 SLC7A11 SOD3 SQSTM1 SRXN1 TGFA TGFB1 TGFB2 TGFBR2 TXN TXNRD1 TXNRD3 UGT1A1 UGT1A4 UGT1A6 UGT1A7 UGT1A9 UGT2B7 WP_NRP1_TRIGGERED_SIGNALING_PATHWAYS_IN_PANCREATIC_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NRP1_TRIGGERED_SIGNALING_PATHWAYS_IN_PANCREATIC_CANCER AKT1 AKT2 AKT3 BCAR1 CCN2 CCNE1 CCNE2 CDH5 CDK2 CDKN1B CHD1 CHD2 COL1A1 COL1A2 EGF EGFR FLT1 GSK3A HGF KDR MAP2K1 MAP2K2 MAPK1 MAPK3 MET MMP2 MMP9 NFKB1 NFKB2 NRP1 PECAM1 PLXNA1 PLXNA2 PLXNA4 PTK2 RAC1 REL RELA RELB SEMA3A SLC39A4 SMAD2 SMAD3 SMAD4 SNAI1 SNAI2 SRC TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 VEGFA WP_NRXN1_DELETION_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NRXN1_DELETION_SYNDROME DLG4 GRIA1 GRIA2 GRIA3 GRIA4 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B NLGN1 NLGN2 NLGN3 NLGN4X NRXN1 WP_NSP1_FROM_SARS_COV_2_INHIBITS_TRANSLATION_INITIATION_IN_THE_HOST_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NSP1_FROM_SARS_COV_2_INHIBITS_TRANSLATION_INITIATION_IN_THE_HOST_CELL EIF1 EIF1AX EIF2S1 EIF2S2 EIF2S3 EIF3A EIF3B EIF3C EIF3D EIF3E EIF3F EIF3G EIF3H EIF3I EIF3J EIF5 WP_NUCLEAR_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NUCLEAR_RECEPTORS AR ESR1 ESR2 ESRRA ESRRB HNF4A NR0B1 NR1D2 NR1H2 NR1H3 NR1I2 NR1I3 NR2C2 NR2E1 NR2F1 NR2F2 NR2F6 NR3C1 NR4A1 NR4A2 NR5A1 NR5A2 PGR PPARA PPARD PPARG RARA RARB RARG ROR1 RORA RORC RXRA RXRB RXRG THRA THRB VDR WP_NUCLEAR_RECEPTORS_IN_LIPID_METABOLISM_AND_TOXICITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NUCLEAR_RECEPTORS_IN_LIPID_METABOLISM_AND_TOXICITY ABCA1 ABCB1 ABCB11 ABCB4 ABCC2 ABCC3 ABCD2 ABCD3 ABCG1 ABCG5 CYP1A2 CYP24A1 CYP26A1 CYP27B1 CYP2B6 CYP2C9 CYP2E1 CYP3A4 CYP4A11 CYP4B1 CYP7A1 CYP8B1 MIR33A MIR33B NR1H3 NR1H4 NR1I2 NR1I3 PPARA PPARD PPARG RARA RARB RARG VDR WP_NUCLEAR_RECEPTORS_META_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NUCLEAR_RECEPTORS_META_PATHWAY ABCB1 ABCB11 ABCB4 ABCC2 ABCC3 ABCC4 ABCC5 ABCG5 ABCG8 ABHD2 ACAA1 ACADM ACKR3 ACOX1 ADGRF4 ADH7 AGER AHR AHRR AIP AKAP13 ALAS1 ALDH3A1 ALOX5AP AMIGO2 ANGPTL4 ANKRD1 APOA1 APOA2 APOA5 APOC3 ARL5B ARNT B3GNT5 BAAT BAX BHLHE40 BIRC2 BIRC3 BLVRB CAP2 CAVIN2 CBR1 CBR3 CCL2 CCL20 CCND1 CDC37 CDC42EP3 CDK1 CDK4 CDKN1B CDKN1C CES1 CES2 CES3 CES4A CES5A CPEB4 CPT1A CPT2 CUL1 CYP1A1 CYP1A2 CYP1B1 CYP2A6 CYP2B6 CYP2C19 CYP2C9 CYP3A4 CYP3A5 CYP3A7 CYP4A11 CYP4F12 CYP7A1 CYP8B1 DBI DNAJB1 DNAJC15 DNAJC7 DNER EDN2 EGFR EGR1 EHHADH ENC1 EP300 EPB41L4B EPHA2 EPHA3 ESR1 ETNK2 FABP1 FASN FGD4 FGF13 FGF19 FGFBP1 FKBP5 FOXO1 FTH1 FTL G6PD GADD45B GCC1 GCLC GCLM GGT1 GPAM GPR153 GPX2 GPX3 GSR GSTA1 GSTA2 GSTA3 GSTA4 GSTA5 GSTM1 GSTM2 GSTM3 GSTM4 GSTM5 GSTP1 GSTT2 HBEGF HES1 HGF HMOX1 HSP90AA1 HSP90AB1 HSPA1A IFNG IGFBP1 IL11 IL12A IL12B IL17B IL1B IL2 IP6K3 IRS2 JUN JUNB JUND KAT2B KEAP1 KLK15 KTN1 LRRC8A MAFF MAFG ME1 MFGE8 MGST1 MGST2 MGST3 MYC MYOF NAV3 NCOA1 NCOA2 NCOA3 NCOA6 NFE2L2 NFKB2 NQO1 NR0B2 NR1H3 NR1H4 NR1I2 NR1I3 NR3C1 NRG1 NRIP1 PCK1 PDE4B PDGFB PDK4 PGD PLK2 PLTP PMP2 POLK POU5F1 PPARA PPARD PPARGC1A PPP1R14C PRDX1 PRDX6 PRRG4 PSMC5 PTGES3 PTGR1 PTGS2 PTPA RGS2 RXRA S100P SCD SCNN1A SCP2 SEC14L1 SERPINA1 SERPINB2 SERPINB9 SERTAD2 SLC10A1 SLC19A2 SLC26A2 SLC27A1 SLC27A5 SLC2A1 SLC2A10 SLC2A11 SLC2A12 SLC2A13 SLC2A14 SLC2A2 SLC2A3 SLC2A4 SLC2A5 SLC2A6 SLC2A7 SLC2A8 SLC2A9 SLC39A1 SLC39A10 SLC39A11 SLC39A12 SLC39A13 SLC39A14 SLC39A2 SLC39A3 SLC39A4 SLC39A5 SLC39A6 SLC39A7 SLC39A8 SLC39A9 SLC5A1 SLC5A10 SLC5A11 SLC5A12 SLC5A2 SLC5A3 SLC5A4 SLC5A5 SLC5A6 SLC5A7 SLC5A8 SLC5A9 SLC6A1 SLC6A11 SLC6A13 SLC6A14 SLC6A15 SLC6A16 SLC6A17 SLC6A18 SLC6A19 SLC6A2 SLC6A20 SLC6A3 SLC6A4 SLC6A5 SLC6A6 SLC6A7 SLC6A8 SLC6A9 SLC7A11 SLC7A5 SLCO1B1 SLCO2B1 SMARCA1 SMC1A SNAI2 SOD3 SP1 SPINK13 SPRY1 SQSTM1 SRC SREBF1 SRGN SRPX2 SRXN1 STAT3 STOM SULT1A1 SULT2A1 TGFA TGFB1 TGFB2 TGFBR2 TGFBR3 THBD TNF TNFAIP3 TNS4 TSC22D3 TXN TXNRD1 TXNRD3 UGT1A1 UGT1A4 UGT1A6 UGT1A7 UGT1A9 UGT2B4 UGT2B7 VDR ZIC2 WP_NUCLEOTIDE_BINDING_OLIGOMERIZATION_DOMAIN_NOD_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NUCLEOTIDE_BINDING_OLIGOMERIZATION_DOMAIN_NOD_PATHWAY AAMP ACAP1 AIM2 CARD6 CARD8 CARD9 CASP1 CASP5 CASP7 CASP8 CASP9 CHUK COPS6 DUOX2 ERBIN HSP90AA1 IKBKB IKBKG IL18 IL1B MEFV NAIP NDUFA13 NFKBIA NLRC4 NLRP1 NLRP10 NLRP12 NLRP2 NLRP3 NLRP4 NLRP7 NOD1 NOD2 PRDM1 PYCARD RAC1 RELA RIPK2 SUGT1 XIAP WP_NUCLEOTIDE_EXCISION_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NUCLEOTIDE_EXCISION_REPAIR CCNH CDK7 CETN2 CUL4A CUL4B DDB1 DDB2 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 GTF2H1 GTF2H2 GTF2H2C GTF2H3 GTF2H4 GTF2H5 LIG1 MNAT1 PCNA POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 RAD23A RAD23B RBX1 RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 XPA XPC WP_NUCLEOTIDE_EXCISION_REPAIR_IN_XERODERMA_PIGMENTOSUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NUCLEOTIDE_EXCISION_REPAIR_IN_XERODERMA_PIGMENTOSUM BRCA1 CCNH CDK7 CETN2 CHD1L CUL4A CUL4B DDB1 DDB2 ERCC1 ERCC2 ERCC3 ERCC4 ERCC6 ERCC8 GPS1 GTF2H1 GTF2H2 GTF2H2C GTF2H3 GTF2H4 GTF2H5 H2AC6 H3-3A H3-3B H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HMGN1 LIG1 LIG3 MNAT1 PARP1 PCNA POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POLH POLK RAD18 RAD23A RAD23B RBX1 RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 SLX4 SLX4IP USP7 UVSSA XAB2 XPA XPC XRCC1 WP_NUCLEOTIDE_GPCRS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NUCLEOTIDE_GPCRS ADORA1 ADORA2A ADORA2B ADORA3 LPAR4 LPAR6 LTB4R P2RY1 P2RY2 P2RY4 P2RY6 WP_N_GLYCAN_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_N_GLYCAN_BIOSYNTHESIS ALG1 ALG10 ALG10B ALG11 ALG12 ALG13 ALG14 ALG2 ALG3 ALG5 ALG6 ALG8 ALG9 B4GALT1 B4GALT2 B4GALT3 DAD1 DDOST DOLK DOLPP1 DPAGT1 DPM1 DPM2 DPM3 FUT8 GANAB GMPPA GMPPB GPI MAN1A1 MAN1A2 MAN1B1 MAN1C1 MAN2A1 MAN2A2 MGAT1 MGAT2 MGAT3 MGAT4A MGAT4B MGAT4C MGAT4D MGAT5 MGAT5B MOGS MPDU1 MPI PMM2 RFT1 RPN1 RPN2 SRD5A3 ST6GAL1 ST6GAL2 STT3A STT3B TUSC3 WP_OCTADECANOID_FORMATION_FROM_LINOLEIC_ACID https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_OCTADECANOID_FORMATION_FROM_LINOLEIC_ACID ALOX12B ALOX15 ALOXE3 CYP1A2 CYP2C19 CYP2C8 CYP2C9 CYP3A4 CYP4A11 EPHX3 GPX4 PTGS1 WP_OLIGODENDROCYTE_SPECIFICATION_AND_DIFFERENTIATION_LEADING_TO_MYELIN_COMPONENTS_FOR_CNS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_OLIGODENDROCYTE_SPECIFICATION_AND_DIFFERENTIATION_LEADING_TO_MYELIN_COMPONENTS_FOR_CNS ASCL1 BMP2 BMP4 CNP CNTF CXCL1 CXCL2 FGF2 GLI2 IGF1 IL1B LIF MAG MBP MOG MYT1 NKX2-2 NKX2-6 OLIG1 OLIG2 OMG PDGFB PLP1 SHH SOX10 SOX5 SOX6 SOX8 SOX9 TNF WP_OMEGA_3_OMEGA_6_FATTY_ACID_SYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_OMEGA_3_OMEGA_6_FATTY_ACID_SYNTHESIS ACOT1 ACOT2 ACOX1 ACOX3 ACSL1 ACSL3 ACSL4 ELOVL2 ELOVL5 FADS1 FADS2 PLA2G4A PLA2G4B PLA2G5 PLA2G6 WP_OMEGA_9_FATTY_ACID_SYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_OMEGA_9_FATTY_ACID_SYNTHESIS ACOT2 ACSL1 ACSL3 ACSL4 ELOVL1 ELOVL2 ELOVL3 ELOVL5 ELOVL6 FADS1 FADS2 FASN SCD SCD5 WP_ONCOSTATIN_M_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ONCOSTATIN_M_SIGNALING_PATHWAY AKT1 CASP3 CASP7 CDK2 CDKN1B CEBPB CREB1 EGR1 FOS GRB2 HIF1A HRAS IL6ST IRS1 JAK1 JAK2 JAK3 JUNB JUND KRAS LIFR MAP2K1 MAP2K2 MAPK1 MAPK14 MAPK3 MAPK8 MAPK9 MTOR NFKB1 NFKBIA OSM OSMR PIAS3 PIK3R1 PRKCA PRKCB PRKCD PRKCE PRKCH PTK2B PTPN11 PXN RAF1 RELA RICTOR RPS6 SHC1 SOCS3 SOS1 SRC STAT1 STAT3 STAT5B TYK2 VEGFA WP_ONE_CARBON_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ONE_CARBON_METABOLISM AHCY AHCYL2 ALDH1L1 AMT ATIC BHMT CHDH DHFR DNMT1 DNMT3A DNMT3B FOLH1 FTCD GART GLRX MAT1A MAT2B MTFMT MTHFD1 MTHFD1L MTHFD2 MTHFR MTHFS MTR MTRR SHMT1 SHMT2 TCN2 TYMS WP_ONE_CARBON_METABOLISM_AND_RELATED_PATHWAYS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ONE_CARBON_METABOLISM_AND_RELATED_PATHWAYS AGXT2 AHCYL1 BAAT BCAT1 BCAT2 BHMT BHMT2 CDO1 CEPT1 CHDH CHKA CHKB CHPT1 CSAD CTH DHFR2 DMGDH DNM1 DNMT3A ENSG00000274276 ETNK1 ETNK2 GAD1 GAD2 GCLC GCLM GNMT GPX1 GPX2 GPX3 GPX4 GPX5 GPX6 GPX7 GSR GSS MAT1A MAT2A MTHFR MTR PCYT1A PCYT1B PCYT2 PEMT PLD1 SARDH SHMT1 SHMT2 SOD1 SOD2 SOD3 TYMS WP_OREXIN_RECEPTOR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_OREXIN_RECEPTOR_PATHWAY ADIPOQ ARRB1 ARRB2 BGLAP BMP7 BMPR1A CAMKK2 CASP3 CASP9 CCK CGA CREB1 CXCL2 CXCL8 DAGLA DYNLT1 DYNLT3 EIF4B EIF4EBP1 FOXO1 FSHB GCG GH1 GHRL GNA11 GNAI1 GNAQ GNAS GNRH1 GRIA1 HCRT HCRTR1 HCRTR2 HIF1A IL10 IL1B IL4 IL6 IL9 LEP LHB MAP2K1 MAP2K2 MAPK1 MAPK14 MAPK3 MAPK7 MAPK8 MAPK9 MTOR NFE2L2 NOX4 NPFFR1 NPVF NPY OPRK1 PDHB PDK1 PDPK1 PIK3R1 PIK3R2 PLCD1 PLD1 POMC PRKAA1 PRKCA PRKCB PRKCD PRKCE PRKCZ PRKD1 PTPN11 RPS6 RPS6KA1 RPS6KB1 RRAGC RUNX2 SGK1 SLC1A2 SLC2A1 SLC2A4 SMAD1 SMAD5 STAR STAT3 TH TNF VHL WP_OSTEOBLAST_DIFFERENTIATION_AND_RELATED_DISEASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_OSTEOBLAST_DIFFERENTIATION_AND_RELATED_DISEASES BMP2 BMP4 BMPR1A BMPR1B BMPR2 CTNNB1 DLL1 DLL3 DLL4 FGF1 FGF10 FGF18 FGF2 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFR4 FZD1 FZD10 FZD2 FZD3 FZD4 FZD5 FZD6 FZD7 FZD8 FZD9 GLI2 GLI3 HES2 HES3 HES6 HEY1 HEY2 IHH JAG1 JAG2 LRP5 LRP6 MAPK1 MAPK10 MAPK11 MAPK12 MAPK13 MAPK14 MAPK3 MAPK4 MAPK6 MAPK7 MAPK8 MAPK9 MYOD1 NOTCH1 NOTCH2 NOTCH3 NOTCH4 PIK3C2A PIK3C2B PIK3C2G PIK3C3 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R4 PIK3R5 PIK3R6 PPARG PRKCA PRKCB PRKCD PRKCE PRKCG PRKCH PRKCI PRKCQ PRKCZ PRKD1 PRKDC PTCH1 RBPJ RUNX2 SMAD1 SMAD4 SMAD5 SMAD9 SMO SOX9 STAT1 WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT8A WNT8B WNT9A WNT9B WP_OSTEOBLAST_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_OSTEOBLAST_SIGNALING BGLAP COL1A1 FGF23 IBSP ITGAV ITGB3 PDGFB PDGFRA PDGFRB PTH PTH1R SLC17A2 TNFRSF11B TNFSF11 WP_OSTEOCLAST_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_OSTEOCLAST_SIGNALING ACP5 AIMP2 ATP6V1G1 CTSK GPR68 IFNAR1 IFNB1 ITGB3 MAPK8 PDGFB SLC9A1 SPP1 TNFRSF11A TNFRSF11B TNFSF11 TRPV5 WP_OSTEOPONTIN_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_OSTEOPONTIN_SIGNALING CHUK IKBKB ITGAV ITGB3 MAP2K1 MAP3K14 MAPK1 MAPK3 MMP9 NFKB1 PLAU RELA SPP1 WP_OSX_AND_MIRNAS_IN_TOOTH_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_OSX_AND_MIRNAS_IN_TOOTH_DEVELOPMENT ALPL BMP7 CTNNB1 DKK1 DMP1 DSPP HNF1A KLF4 MIR143 MIR145 MIR204 MIR211 MIR29B1 MIR32 MIR338 MIR34AHG MIR586 MIR885 MIRLET7A1 MIRLET7A2 MIRLET7C MIRLET7D MIRLET7E MIRLET7F1 MIRLET7F2 MIRLET7G MIRLET7I NOTCH1 NOTCH2 NOTCH3 NOTCH4 RUNX2 SOST SP7 WP_OVARIAN_INFERTILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_OVARIAN_INFERTILITY AKT1 ATM BMPR1B CCND2 CDK4 CDKN1B CEBPB CREB1 CYP19A1 DAZL DMC1 EGR1 ESR2 FIGLA FMR1 FSHR GDF9 GJA4 INHA LHCGR MLH1 MSH5 MTOR NCOR1 NR5A1 NRIP1 PGR PRLR PTGER2 RAD51 SMAD3 SMPD1 SYNE2 TBP VDR ZP2 ZP3 WP_OVERLAP_BETWEEN_SIGNAL_TRANSDUCTION_PATHWAYS_CONTRIBUTING_TO_LMNA_LAMINOPATHIES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_OVERLAP_BETWEEN_SIGNAL_TRANSDUCTION_PATHWAYS_CONTRIBUTING_TO_LMNA_LAMINOPATHIES ACTB AGO2 APC AXIN1 BMP2 CDK4 CDKN1A CEBPA CEBPB CEBPD CREBBP CSNK1A1 CSNK1A1L CTNNB1 CTSK DICER1 E2F1 EMD FNTA GSK3B HDAC1 HES1 HES5 HMGA2 ICMT JUNB KAT2B LEF1 LEMD3 LMNA MAOA MAOB MIR33B MIRLET7B MSTN MYOD1 NAP1L1 NOTCH1 PPARG RB1 RUNX2 SMAD2 SMAD3 SPP1 SREBF1 TARBP2 TCF7 TCF7L1 TCF7L2 TGFB1 TGFB2 TLE1 TMPO TNFRSF11B WNT10B WNT7B ZMPSTE24 WP_OVERVIEW_OF_INTERFERONS_MEDIATED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_OVERVIEW_OF_INTERFERONS_MEDIATED_SIGNALING_PATHWAY IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR1 IFNAR2 IFNB1 IFNE IFNG IFNGR1 IFNGR2 IFNK IFNL1 IFNL2 IFNL3 IFNL4 IFNLR1 IFNW1 IL10RB IRF9 JAK1 JAK2 PIK3CA PIK3R1 PRKCA STAT1 STAT2 TYK2 WP_OVERVIEW_OF_NANOPARTICLE_EFFECTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_OVERVIEW_OF_NANOPARTICLE_EFFECTS AKT3 BAX BCL2 CCND3 CDH3 COL4A1 CRP CXCL8 FN1 HMOX1 IL6 ITGAD LAMA3 NFRKB PIK3CD PTGS1 PTGS2 PTK2 TNF WP_OVERVIEW_OF_PROINFLAMMATORY_AND_PROFIBROTIC_MEDIATORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_OVERVIEW_OF_PROINFLAMMATORY_AND_PROFIBROTIC_MEDIATORS AREG CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL27 CCL28 CCL3 CCL3L1 CCL3L3 CCL4 CCL4L2 CCL5 CCL7 CCL8 CNTF CSF1 CSF2 CSF3 CTF1 CX3CL1 CXCL1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL14 CXCL16 CXCL17 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 EBI3 EPO IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IFNG IFNK IFNL1 IFNL2 IFNL3 IFNW1 IL10 IL11 IL12A IL12B IL13 IL15 IL17A IL17B IL17C IL17D IL17F IL18 IL19 IL1A IL1B IL1F10 IL1RN IL2 IL20 IL21 IL22 IL23A IL24 IL25 IL26 IL27 IL3 IL31 IL33 IL36A IL36B IL36G IL36RN IL37 IL4 IL5 IL6 IL7 IL9 LIF LTA MMP1 MMP3 MMP9 NFKB1 OSM PF4 PF4V1 PPBP SPP1 TGFB1 TNF TNFSF13 TNFSF13B TSLP VEGFA XCL1 XCL2 WP_OXIDATION_BY_CYTOCHROME_P450 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_OXIDATION_BY_CYTOCHROME_P450 CYB5A CYB5B CYB5R1 CYB5R2 CYB5R3 CYB5R4 CYP11A1 CYP11B1 CYP11B2 CYP17A1 CYP19A1 CYP1A1 CYP1A2 CYP1B1 CYP20A1 CYP24A1 CYP26A1 CYP26B1 CYP26C1 CYP27A1 CYP27B1 CYP27C1 CYP2A13 CYP2A6 CYP2A7 CYP2B6 CYP2C18 CYP2C19 CYP2C8 CYP2C9 CYP2D6 CYP2E1 CYP2F1 CYP2G1P CYP2J2 CYP2R1 CYP2S1 CYP2U1 CYP2W1 CYP39A1 CYP3A4 CYP3A43 CYP3A5 CYP3A7 CYP46A1 CYP4A11 CYP4A22 CYP4B1 CYP4F11 CYP4F12 CYP4F2 CYP4F22 CYP4F3 CYP4F8 CYP4V2 CYP4X1 CYP4Z1 CYP51A1 CYP7A1 CYP7B1 CYP8B1 POR WP_OXIDATIVE_DAMAGE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_OXIDATIVE_DAMAGE_RESPONSE APAF1 BAD BAG4 BAK1 BCL2 C1QA C1QB C1QC C1R C1S C2 C3AR1 C4B C5 C5AR1 CASP3 CASP9 CDC42 CDKN1A CDKN1B CDKN1C CR2 CYCS GADD45A MAP2K4 MAP3K1 MAP3K9 MAPK10 MAPK13 NFKB1 NFKBIE PCNA TDP2 TNF TNFRSF1B TNK2 TRAF1 TRAF2 TRAF3 TRAF6 WP_OXIDATIVE_PHOSPHORYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_OXIDATIVE_PHOSPHORYLATION ATP5F1A ATP5F1B ATP5F1D ATP5F1E ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5PB ATP5PD ATP5PF ATP5PO ATP6AP1 ATP6AP2 DMAC2L GZMB MT-ATP6 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 NDUFA10 NDUFA11 NDUFA2 NDUFA3 NDUFA4 NDUFA4L2 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFB1 NDUFB10 NDUFB2 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 WP_OXIDATIVE_STRESS_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_OXIDATIVE_STRESS_RESPONSE CAT CYBB CYP1A1 FOS GCLC GPX1 GPX3 GSR GSTT2 HMOX1 JUNB MAOA MAPK10 MAPK14 MGST1 MT1X NFE2L2 NFIX NFKB1 NOX1 NOX3 NOX4 NOX5 NQO1 SOD1 SOD2 SOD3 SP1 TXN2 TXNRD1 TXNRD2 UGT1A6 XDH WP_OXYSTEROLS_DERIVED_FROM_CHOLESTEROL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_OXYSTEROLS_DERIVED_FROM_CHOLESTEROL ACOT1 ACOT11 ACOT12 ACOT13 ACOT2 ACOT4 ACOT6 ACOT7 ACOT8 ACOT9 ACOX2 AKR1C4 AKR1D1 AMACR BAAT CH25H CYP27A1 CYP39A1 CYP3A4 CYP46A1 CYP7A1 CYP7B1 CYP8B1 DBP DHCR7 EBP EPHX2 ESR1 ESR2 GPR183 HSD11B1 HSD11B2 HSD3B7 IL17A IL17B IL17C IL17D IL17F IL25 INSIG1 LBP NR1H2 NR1I2 RORC SCP2 SLC27A2 SLC27A5 SULT2A1 SULT2B1 THEM5 UGT3A1 WP_P38_MAPK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_P38_MAPK_SIGNALING_PATHWAY ATF2 CDC42 CREB1 DAXX DDIT3 ELK1 GRB2 HMGN1 HRAS HSPB1 MAP2K4 MAP2K6 MAP3K1 MAP3K5 MAP3K7 MAP3K9 MAPK14 MAPKAPK2 MAPKAPK5 MAX MEF2D MKNK1 MYC PLA2G4A RAC1 RASGRF1 RIPK1 RPS6KA5 SHC1 SMIM40 STAT1 TGFB2 TGFBR1 TRADD TRAF2 WP_P53_TRANSCRIPTIONAL_GENE_NETWORK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_P53_TRANSCRIPTIONAL_GENE_NETWORK ACAD11 ADGRB1 ADORA2B AKT1S1 ALDH4A1 APAF1 AURKA BAX BBC3 BTG2 CCL2 CCNE1 CCNG1 CDC25A CDC25C CDK2 CDKN1A CPT1C CX3CL1 DDB2 DDIT4 DEPTOR DRAM1 E2F7 ERCC5 FANCC FAS FASLG FUCA1 GADD45A GLS2 GPX1 ICAM1 IRF5 IRF9 ISG15 LIF MGMT MIR145 MIR200C MIR34A MIR34B MIR34C MLH1 MLST8 MSH2 MTOR NANOG NCF2 NOTCH1 PCNA PERP PIDD1 PMAIP1 PML POLH POLK PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 PTEN RPRM RPTOR RRM2B SAT1 SCO2 SERPINB5 SERPINE1 SESN1 SESN2 SFN SIVA1 SLC2A1 SLC7A11 SMR3B THBS1 TIGAR TNF TNFRSF10B TNFRSF10D TP53AIP1 TP53I3 TP53INP1 TRAF4 TSC2 ULBP1 ULBP2 ULK1 ULK2 XPC XRCC5 ZMAT3 WP_PAFAH1B1_COPY_NUMBER_VARIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PAFAH1B1_COPY_NUMBER_VARIATION CLIP1 DCX DYNC1H1 NDEL1 NUDC PAFAH1B1 PAFAH1B2 PAFAH1B3 RELN TUBA1A VLDLR WP_PANCREATIC_ADENOCARCINOMA_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PANCREATIC_ADENOCARCINOMA_PATHWAY AKT1 AKT2 AKT3 ARAF ARHGEF6 BAD BAK1 BAX BCL2L1 BRAF BRCA2 BUB1B-PAK6 CASP9 CCND1 CDC42 CDK4 CDK6 CDKN1A CDKN2A CHUK DDB2 DUSP6 E2F1 E2F2 E2F3 EGF EGFR ERBB2 GADD45A GADD45B GADD45G IKBKB IKBKG JAK1 KRAS MAP2K1 MAP2K2 MAPK1 MAPK10 MAPK3 MAPK8 MAPK9 MTOR NFKB1 PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 PEBP1 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PLD1 POLK PRKCD RAC1 RAC2 RAC3 RAD51 RAF1 RALA RALB RALBP1 RALGDS RB1 RELA RHOA RIPK4 RPS6KB1 RPS6KB2 SMAD2 SMAD3 SMAD4 STAT1 STAT3 TGFA TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TIAM1 TP53 VEGFA WP_PANCREATIC_CANCER_SUBTYPES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PANCREATIC_CANCER_SUBTYPES AGR2 AGR3 ANXA10 ANXA8L1 AREG BTNL8 CDH17 CEACAM6 CLRN3 CST6 CTSE CTSV CYP3A7 DHRS9 FAM3D FAM83A FGFBP1 GPR87 KRT15 KRT17 KRT20 KRT6A KRT6C KRT7 LEMD1 LGALS4 LY6D LYZ MYO1A PLA2G10 PRR15L REG4 S100A2 SCEL SERPINB3 SERPINB4 SLC2A1 SPINK4 SPRR1B SPRR3 ST6GALNAC1 TFF1 TFF2 TFF3 TNS4 TSPAN8 VGLL1 VSIG2 WP_PARKINSON_39_S_DISEASE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PARKINSON_39_S_DISEASE_PATHWAY APAF1 ATXN2 CASP2 CASP3 CASP6 CASP7 CASP9 CCNE1 CCNE2 CYCS DDC EPRS1 GPR37 HTRA2 LRRK2 MAPK11 MAPK12 MAPK13 MAPK14 PARK7 PINK1 PRKN SEPTIN5 SLC6A3 SNCA SNCAIP SYT11 TH UBA1 UBA7 UBB UBE2G1 UBE2G2 UBE2J1 UBE2J2 UBE2L3 UBE2L6 UCHL1 WP_PARKIN_UBIQUITIN_PROTEASOMAL_SYSTEM_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PARKIN_UBIQUITIN_PROTEASOMAL_SYSTEM_PATHWAY CASK CASP1 CASP8 CCNE1 CUL1 FBXW7 GPR37 HSPA14 HSPA1A HSPA1B HSPA1L HSPA2 HSPA4 HSPA5 HSPA6 HSPA8 HSPA9 PRKN PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 RNF19A SEPTIN5 SIAH1 SIAH2 SNCA SNCAIP STUB1 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 UBA1 UBE2G1 UBE2G2 UBE2J1 UBE2J2 UBE2L3 UBE2L6 WP_PATHOGENESIS_OF_SARS_COV_2_MEDIATED_BY_NSP9_NSP10_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PATHOGENESIS_OF_SARS_COV_2_MEDIATED_BY_NSP9_NSP10_COMPLEX CD2 CD247 CD3E CD3G CD4 CD8A CD8B CRP CXCL8 FYN HLA-DRA HLA-DRB1 HLA-DRB5 IGLL1 IL6 LBP LCK MMP25 NKRF PRG3 ZAP70 WP_PATHOGENIC_ESCHERICHIA_COLI_INFECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PATHOGENIC_ESCHERICHIA_COLI_INFECTION ABL1 ACTB ACTG1 ARHGEF2 ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 ARPC5L CD14 CDC42 CDH1 CLDN1 CTNNB1 CTTN EZR FYN HCLS1 ITGB1 KRT18 LY96 NCK1 NCK2 NCL OCLN PRKCA RHOA ROCK1 ROCK2 TLR4 TLR5 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA8 TUBAL3 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 WAS WASL YWHAQ YWHAZ WP_PATHOPHYSIOLOGICAL_ROLES_OF_DUX4_IN_FSHD1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PATHOPHYSIOLOGICAL_ROLES_OF_DUX4_IN_FSHD1 ADRB2 CDKN1A DUX4 ENSG00000283820 ENSG00000283878 ENSG00000284025 ENSG00000284181 EP300 ESR2 FBXO32 H3Y1 H3Y2 LOC124906452 LOC124906453 LOC124906454 LOC124906456 LOC124906457 LOC124906458 LOC124906459 LOC124906460 LOC124906461 LOC124906462 LOC124906463 LOC124906464 LOC124906465 LOC124906466 MYC MYF5 MYOD1 MYOG PAX7 PPARGC1A RET TRIM63 UPF1 VEGFA WP_PATHWAYS_AFFECTED_IN_ADENOID_CYSTIC_CARCINOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PATHWAYS_AFFECTED_IN_ADENOID_CYSTIC_CARCINOMA AKT1 ARID1A ARID4B ARID5B ATM ATRX BCOR BCORL1 BRCA1 BRD1 CEBPA CHEK1 CHEK2 CMTR2 CNTN6 CREBBP CTBP1 DTX4 EP300 ERBB2 ERBIN FBXW7 FGF16 FGFR4 FOXO3 FOXP2 H1-4 H2AC16 HRAS IL17RD INSRR JMJD1C KANSL1 KAT6A KDM6A KDM6B KMT2C MAGI1 MAGI2 MAML3 MAP2K2 MAX MGA MORF4L1 MYB MYBL1 MYC MYCBP MYCN NCOR1 NFIB NOTCH1 NSD1 PIK3CA PRKDC PTEN RAF1 SETD2 SMARCA2 SMARCE1 SMC1A SRCAP TLK1 TP53 UHRF1 WP_PATHWAYS_OF_NUCLEIC_ACID_METABOLISM_AND_INNATE_IMMUNE_SENSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PATHWAYS_OF_NUCLEIC_ACID_METABOLISM_AND_INNATE_IMMUNE_SENSING ADAR CGAS IFIH1 IFNB1 IRF3 MAVS OAS1 RIGI RNASEH2A RNASEH2B RNASEH2C RNASEL RNASET2 SAMHD1 STING1 TREX1 WP_PDGFR_BETA_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PDGFR_BETA_PATHWAY EIF2AK2 ELK1 FOS GRB2 HRAS JAK1 JAK2 JUN MAP2K1 MAP2K4 MAP3K1 MAPK3 MAPK8 PDGFRB PIK3CA PIK3R1 PLCG1 PRKCA PRKCB RAF1 RASA1 SHC1 SOS1 SRF STAT1 STAT3 STAT5A STAT5B STAT6 WP_PDGF_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PDGF_PATHWAY ARFIP2 CDC42 CHUK ELK1 FOS GRB2 HRAS JAK1 JUN MAP2K1 MAP2K4 MAP3K1 MAPK1 MAPK3 MAPK8 MT-CO2 NFKB1 NFKBIA PAK1 PDGFA PDGFB PDGFRB PIK3R1 PLA2G4A PLCG1 PTPN11 RAC1 RAF1 RASA1 RHOA SHC1 SOS1 SRC SRF STAT1 STAT3 TIAM1 VAV1 VAV2 WASL WP_PENTOSE_PHOSPHATE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PENTOSE_PHOSPHATE_METABOLISM G6PD PGD PGLS RPE RPIA TALDO1 TKT WP_PENTOSE_PHOSPHATE_PATHWAY_IN_SENESCENT_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PENTOSE_PHOSPHATE_PATHWAY_IN_SENESCENT_CELLS DERA G6PD PGLS PRPS1L1 RPE RPIA TALDO1 TP53 WP_PEPTIDE_GPCRS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PEPTIDE_GPCRS ACKR1 AGTR1 AGTR2 ATP8A1 AVPR1A AVPR1B AVPR2 BDKRB1 BDKRB2 BRS3 C3AR1 C5AR1 CCKAR CCKBR CCR1 CCR10 CCR2 CCR3 CCR4 CCR5 CCR6 CCR7 CCR8 CCR9 CX3CR1 CXCR1 CXCR2 CXCR3 CXCR4 CXCR5 CXCR6 EDNRA EDNRB FPR1 FPR2 FPR3 FSHR GALR1 GALR2 GALR3 GHSR GNRHR GRPR HCRTR1 LHCGR MC1R MC2R MC3R MC4R MC5R NMBR NPY1R NPY2R NPY4R NPY5R NTSR1 OPRD1 OPRK1 OPRL1 OPRM1 OXTR SSTR1 SSTR2 SSTR3 SSTR4 SSTR5 TAC4 TACR1 TACR2 TACR3 TRHR TSHR WP_PEROXIREDOXIN_2_INDUCED_OVARIAN_FAILURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PEROXIREDOXIN_2_INDUCED_OVARIAN_FAILURE BAX CASP3 CYP11A1 HSD3B2 MAPK10 PARP2 PRDX2 STAR WP_PERTURBATIONS_TO_HOST_CELL_AUTOPHAGY_INDUCED_BY_SARS_COV_2_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PERTURBATIONS_TO_HOST_CELL_AUTOPHAGY_INDUCED_BY_SARS_COV_2_PROTEINS AKT1 AKT1S1 APOB ATG2B ATG4A EIF4B LAMP2 LAMTOR1 LARP1 NBR1 PPP1R9A RB1CC1 RPS6KB1 TMEM59 VAMP8 VPS18 VPS33A VPS39 WP_PHASE_I_BIOTRANSFORMATIONS_NON_P450 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PHASE_I_BIOTRANSFORMATIONS_NON_P450 CES1 CES2 CES5A ESD LIPA PON1 PON2 PON3 WP_PHOSPHODIESTERASES_IN_NEURONAL_FUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PHOSPHODIESTERASES_IN_NEURONAL_FUNCTION ADCY1 ADCY10 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ADORA2A CAMK2A CHRNA7 CREB1 DRD1 DRD2 GRIA1 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GUCY1A1 GUCY1A2 GUCY1B1 GUCY1B2 NOS1 PDE10A PDE11A PDE12 PDE1A PDE1B PDE1C PDE2A PDE3A PDE3B PDE4A PDE4B PDE4C PDE4D PDE5A PDE6A PDE6B PDE6C PDE6D PDE6G PDE6H PDE7A PDE7B PDE8A PDE8B PDE9A PPP1R1B PRKACA PRKG1 WP_PHOSPHOINOSITIDES_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PHOSPHOINOSITIDES_METABOLISM INPP5D MTM1 MTMR1 MTMR10 MTMR11 MTMR12 MTMR2 MTMR3 MTMR4 MTMR6 MTMR7 MTMR8 MTMR9 OCRL PIK3C2A PIK3C2B PIK3C2G PIK3C3 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R4 PIKFYVE PIP4K2A PIP4K2B PIP4K2C PIP4P1 PIP4P2 PIP5K1A PIP5K1B PIP5K1C PLCB1 PLCB2 PLCB3 PLCB4 PLCD1 PLCD3 PLCD4 PLCE1 PLCG1 PLCG2 PLCH1 PLCH2 PLCZ1 PTEN SACM1L SBF1 SBF2 WP_PHOTODYNAMIC_THERAPY_INDUCED_AP_1_SURVIVAL_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PHOTODYNAMIC_THERAPY_INDUCED_AP_1_SURVIVAL_SIGNALING ADAMTSL4-AS1 ATF2 BAK1 BAX BCL2 BCL2L1 BCL2L11 BCL3 BID BMF CCNA2 CCND1 CCNE1 CDKN1A CDKN2A CFLAR EGFR ELK1 FAS FASLG FGF7 FOS HBEGF HSP90AA1 IFNG IL2 IL6 JUN JUNB MAP2K3 MAP2K4 MAP2K6 MAP2K7 MAP3K5 MAPK11 MAPK12 MAPK13 MAPK14 MAPK8 MCL1 MMP2 NFE2L2 PDGFRA RB1 TNF TNFRSF1A TNFSF10 TP53 TRAF2 TRAF5 TRAF6 WP_PHOTODYNAMIC_THERAPY_INDUCED_HIF_1_SURVIVAL_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PHOTODYNAMIC_THERAPY_INDUCED_HIF_1_SURVIVAL_SIGNALING ADAMTSL4-AS1 ANGPT1 ANGPT2 ARNT BAK1 BAX BCL2A1 BCL2L1 BID BIRC5 BNIP3 BNIP3L EDN1 EGLN1 EPO HIF1A HIF1AN HK1 IGFBP1 IGFBP2 IGFBP3 LDHA MCL1 NOS2 PDHA1 PFKL PGK1 PKM PMAIP1 PTGS2 SERPINE1 SLC16A1 SLC2A1 SLC2A3 TGFA TGFB3 TP53 VEGFA WP_PHOTODYNAMIC_THERAPY_INDUCED_NFE2L2_NRF2_SURVIVAL_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PHOTODYNAMIC_THERAPY_INDUCED_NFE2L2_NRF2_SURVIVAL_SIGNALING ABCC2 ABCC3 ABCC4 ABCC6 ABCG2 CES1 EPHX1 FOS GCLC GCLM GSTP1 HMOX1 JUN KEAP1 MAPK11 MAPK12 MAPK13 MAPK14 MAPK8 NFE2L2 NQO1 NQO2 SRXN1 WP_PHOTODYNAMIC_THERAPY_INDUCED_NF_KB_SURVIVAL_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PHOTODYNAMIC_THERAPY_INDUCED_NF_KB_SURVIVAL_SIGNALING BCL2A1 BCL2L2 BIRC2 BIRC3 BIRC5 CCND1 CD40LG CFLAR CHUK CSF2 CXCL2 CXCL8 EGLN2 ICAM1 IKBKB IL1A IL1B IL2 IL6 MMP1 MMP2 MMP3 MMP9 NFKB1 NFKB2 PTGS2 REL RELA RELB SELE TNF TNFRSF1A TRAF6 VCAM1 VEGFA WP_PHOTODYNAMIC_THERAPY_INDUCED_UNFOLDED_PROTEIN_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PHOTODYNAMIC_THERAPY_INDUCED_UNFOLDED_PROTEIN_RESPONSE ASNS ATF3 ATF4 ATF6 BBC3 BCL2L11 CALR DDIT3 DNAJB11 DNAJB9 DNAJC3 EDEM1 EIF2A EIF2AK3 ERN1 ERP27 HSP90B1 HSPA5 NARS1 NFE2L2 PDIA6 PPP1R15A SULT1E1 TRIB3 UBE2E1 WARS1 XBP1 WP_PHYSICO_CHEMICAL_FEATURES_AND_TOXICITY_ASSOCIATED_PATHWAYS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PHYSICO_CHEMICAL_FEATURES_AND_TOXICITY_ASSOCIATED_PATHWAYS ACTA1 ACTR2 ACTR3 AKT1 APC AXIN1 CAMK1 CBL CDKN1A CDKN1B CTNNB1 DAAM1 DVL1 EGFR ELK1 ERBB2 ERBB4 FN1 FZD1 FZD10 FZD2 FZD3 FZD4 FZD5 FZD6 FZD7 FZD8 FZD9 GPX1 GRB2 GRIA1 GSK3B JUN MAP2K1 MAP2K4 MAPK1 MAPK8 MYC MYL1 MYLK NCK1 NEFH NEFL NEFM NOS1 PAK1 PFN1 PFN2 PFN3 PFN4 PIK3CG PLCG1 PPP2CA PTK2 RAF1 RHOA ROCK2 SHC1 SOD1 SOS1 SRC STAT5A TGFA TMSB4X WNT11 WNT16 WP_PHYSIOLOGICAL_AND_PATHOLOGICAL_HYPERTROPHY_OF_THE_HEART https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PHYSIOLOGICAL_AND_PATHOLOGICAL_HYPERTROPHY_OF_THE_HEART AGT CALM1 CAMK2D CTF1 EDN1 FOS GATA4 IL6ST JUN LIFR MAP2K3 MAPK1 MAPK11 MAPK14 MAPK8 MYEF2 NFATC4 PPP3CA PPP3CB PRKCB PRKCE RAC1 RHOA STAT3 WP_PI3K_AKT_MTOR_SIGNALING_PATHWAY_AND_THERAPEUTIC_OPPORTUNITIES_IN_PROSTATE_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PI3K_AKT_MTOR_SIGNALING_PATHWAY_AND_THERAPEUTIC_OPPORTUNITIES_IN_PROSTATE_CANCER AKT1 ATG13 BAD CDKN1B EIF4EBP1 FOXO1 FOXO3 FOXO4 GRB10 GSK3B HRAS KRAS MAPKAP1 MLST8 MTOR NOS3 NRAS PDK1 PIK3CA PIK3CB PIK3CG PIK3R1 PIK3R2 PIK3R3 PTEN RB1CC1 RHEB RICTOR RPTOR TFEB TSC2 ULK1 WP_PI3K_AKT_MTOR_VITAMIN_D3_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PI3K_AKT_MTOR_VITAMIN_D3_SIGNALING AKT1 CD80 CD86 CYP24A1 GSK3B HK3 HLA-DRA IL10 IL12A LDHA MTOR MYC PDHA1 PFKFB4 PIK3CA PRKAA2 RELA RXRA SLC2A3 TSC1 TSC2 VDR WP_PI3K_AKT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PI3K_AKT_SIGNALING_PATHWAY ADAMTSL4-AS1 AKT1 AKT2 AKT3 ANGPT1 ANGPT2 ANGPT4 ATF2 ATF4 ATF6B BAD BCL2 BCL2L1 BCL2L11 BDNF BRCA1 CASP9 CCND1 CCND2 CCND3 CCNE1 CCNE2 CD19 CDC37 CDK2 CDK4 CDK6 CDKN1A CDKN1B CHAD CHRM1 CHRM2 CHUK COL1A1 COL1A2 COL2A1 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 COL6A1 COL6A2 COL6A3 COL6A5 COL6A6 COL9A1 COL9A2 COL9A3 COMP CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 CSF1 CSF1R CSF3 CSF3R CSH1 CSH2 DDIT4 EFNA1 EFNA2 EFNA3 EFNA4 EFNA5 EGF EGFR EIF4B EIF4E EIF4E1B EIF4E2 EIF4EBP1 EPHA2 EPO EPOR F2R FASLG FGF1 FGF10 FGF11 FGF12 FGF13 FGF14 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFR4 FLT1 FLT3 FLT3LG FLT4 FN1 FOXO3 G6PC1 G6PC2 G6PC3 GH1 GH2 GHR GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 GRB2 GSK3B GYS1 GYS2 HGF HRAS HSP90AA1 HSP90AB1 HSP90B1 IBSP IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR1 IFNAR2 IFNB1 IGF1 IGF1R IGF2 IKBKB IKBKG IL2 IL2RA IL2RB IL2RG IL3 IL3RA IL4 IL4R IL6 IL6R IL7 IL7R INS INSR IRS1 ITGA1 ITGA10 ITGA11 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA6 ITGA7 ITGA8 ITGA9 ITGAV ITGB1 ITGB3 ITGB4 ITGB5 ITGB6 ITGB7 ITGB8 JAK1 JAK2 JAK3 KDR KIT KITLG KRAS LAMA1 LAMA2 LAMA3 LAMA4 LAMA5 LAMB1 LAMB2 LAMB3 LAMB4 LAMC1 LAMC2 LAMC3 LPAR1 LPAR2 LPAR3 LPAR4 LPAR5 LPAR6 MAP2K1 MAP2K2 MAPK1 MAPK3 MCL1 MDM2 MET MLST8 MTOR MYB MYC NFKB1 NGF NGFR NOS3 NRAS NTF3 NTF4 NTRK1 NTRK2 OSM OSMR PCK1 PCK2 PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PDPK1 PGF PHLPP1 PHLPP2 PIK3AP1 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PIK3R6 PKN1 PKN2 PKN3 PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R2A PPP2R2B PPP2R2C PPP2R2D PPP2R3A PPP2R3B PPP2R3C PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PRKAA1 PRKAA2 PRKCA PRL PRLR PTEN PTK2 RAC1 RAF1 RBL2 RELA RELN RHEB RPS6 RPS6KB1 RPS6KB2 RPTOR SGK1 SGK2 SGK3 SOS1 SOS2 SPP1 STK11 SYK TCL1A TCL1B TEK TGFA THBS1 THBS2 THBS3 THBS4 THEM4 TLR2 TLR4 TNC TNN TNR TNXB TP53 TSC1 TSC2 VEGFA VEGFB VEGFC VEGFD VTN VWF WP_PILOCYTIC_ASTROCYTOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PILOCYTIC_ASTROCYTOMA BRAF GRB2 NF1 PTPN11 RAF1 SOS1 WP_PKC_GAMMA_CALCIUM_SIGNALING_PATHWAY_IN_ATAXIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PKC_GAMMA_CALCIUM_SIGNALING_PATHWAY_IN_ATAXIA ATP2B2 CA8 CACNA1A GNA11 GNA14 GNA15 GNAQ GRIA1 GRIA2 GRIA3 GRIA4 GRM1 HOMER3 ITPR1 PDK1 PLCB1 PLCB2 PLCB3 PLCB4 PRKCG RYR3 TRPC3 WP_PLATELET_MEDIATED_INTERACTIONS_WITH_VASCULAR_AND_CIRCULATING_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PLATELET_MEDIATED_INTERACTIONS_WITH_VASCULAR_AND_CIRCULATING_CELLS CCL2 CCL5 CD40 CD40LG ICAM1 IL1B PF4 SELE SELP SELPLG TGFB1 TGFB2 TGFB3 TLR2 TLR4 TLR7 VCAM1 WP_PLEURAL_MESOTHELIOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PLEURAL_MESOTHELIOMA ACTA1 ACTA2 ACTB ACTC1 ACTG1 ACTG2 ADAMTS1 ADAMTSL4-AS1 AGER AJUBA AKT1 AKT1S1 AKT2 AKT3 AMOT ANGPT1 ANGPT2 ANGPT4 APC AREG ASXL1 ATF2 ATF3 ATG13 ATM AXIN1 BAG2 BAK1 BAP1 BARD1 BAX BBC3 BCL2 BDNF BECN1 BMI1 BRCA1 BTC BTRC BUB1B-PAK6 CASP1 CCL2 CCL4 CCL5 CCN2 CCND1 CCND2 CCND3 CCNE1 CD274 CD44 CD47 CDH1 CDH10 CDH11 CDH12 CDH13 CDH15 CDH16 CDH17 CDH18 CDH19 CDH2 CDH20 CDH22 CDH24 CDH3 CDH4 CDH5 CDH6 CDH7 CDH8 CDH9 CDK2 CDK4 CDK7 CDKN1A CDKN2A CER1 CHD8 CIT COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 CREB1 CSF1 CSF1R CSF2 CSF3 CSNK1A1 CSNK1A1L CSNK1E CSNK2A1 CSNK2A2 CSNK2A3 CSNK2B CTBP1 CTBP2 CTHRC1 CTNNA1 CTNNA2 CTNNA3 CTNNB1 CUL1 CXCL1 CXCL10 CXCL12 CXCL5 CXXC4 CYCS DDIT3 DEPTOR DKK1 DKK2 DKK4 DSC3 DVL1 DVL2 DVL3 E2F1 EED EFNA1 EFNA2 EFNA3 EFNA4 EFNA5 EGF EGFR EIF4B EIF4EBP1 EIF4G1 ELK1 EPHA2 EZH2 FABP4 FGF1 FGF10 FGF11 FGF12 FGF13 FGF14 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFR4 FLT1 FLT3 FLT3LG FLT4 FN1 FOSL1 FOXM1 FOXO1 FRAT1 FRAT2 FZD1 FZD10 FZD2 FZD3 FZD5 FZD6 FZD7 FZD8 FZD9 GABPA GRB2 GSK3B HBEGF HCFC1 HGF HIF1A HMGB1 HMGN1 HRAS IDO1 IGF1 IGF1R IGF2 IL10 IL1B IL34 IL6 INS INSR ITGA1 ITGA2 ITGA3 ITGA4 ITGA6 ITGAV ITGB1 ITGB2 ITGB3 ITGB4 ITPR3 JAK1 JUN KDM6A KDR KIF23 KIT KITLG KMT2C KREMEN1 LAMA1 LAMA2 LAMA3 LAMA4 LAMA5 LAMB1 LAMB2 LAMB3 LAMC1 LAMC2 LAMC3 LATS1 LATS2 LEF1 LGALS9 LIMD1 LIN28B LRP5 LRP6 MAD1L1 MAD2L1 MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K5 MAP2K6 MAP2K7 MAP3K1 MAP3K10 MAP3K11 MAP3K2 MAP3K3 MAP3K4 MAP3K5 MAP3K6 MAP3K9 MAP4K1 MAP4K2 MAP4K3 MAP4K4 MAPK1 MAPK10 MAPK14 MAPK3 MAPK7 MAPK8 MAPK9 MAPKAPK2 MAX MCL1 MCU MDK MDM2 MDM4 MEF2D MET MINK1 MKNK1 MKNK2 MLST8 MMP14 MMP2 MMP3 MMP9 MOB1A MOB1B MST1 MTOR MYC NDRG1 NF2 NFKB1 NGF NGFR NLRP3 NOTUM NTF3 NTF4 NTRK1 NTRK2 OGT PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PDK1 PGF PHC1 PIGF PIK3CA PIK3CB PIK3CD PIK3CG PLAU PLCB4 PODXL PORCN PPARGC1A PRB1 PRB2 PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 PRSS23 PTEN PTK2 RAF1 RASSF1 RASSF2 RASSF3 RASSF4 RASSF5 RASSF6 RASSF7 RB1CC1 RBBP4 RHEB RING1 RNF2 ROR1 ROR2 RPS6 RPS6KA1 RPS6KA3 RPS6KA5 RPS6KB1 RPS6KB2 RPTOR RYK SAV1 SELE SENP2 SERPINF1 SETD2 SETD5 SETDB1 SFRP1 SFRP2 SFRP4 SFRP5 SHC1 SLC2A1 SLC3A2 SLC7A5 SOS1 SOST SOX17 SP1 SPARC SRC STAT1 STK3 STK38L SUZ12 TCF7 TCF7L1 TCF7L2 TEAD1 TEAD2 TEAD3 TEAD4 TEK TELO2 TERT TGFA TGFB1 TNIK TNNT1 TP53 TRAF2 TSC1 TSC2 TTI1 UHRF1 ULK1 ULK2 VEGFA VEGFB VEGFC VEGFD VGLL4 WDR5 WIF1 WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WWC1 WWTR1 YAP1 YWHAB YY1 WP_PLURIPOTENT_STEM_CELL_DIFFERENTIATION_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PLURIPOTENT_STEM_CELL_DIFFERENTIATION_PATHWAY ALK BMP4 CNTF CSF1 CSF1R CXCR1 DKK1 EGF EPO FGF1 FGF10 FGF2 FGF4 FGF8 FLT3LG FST GDF5 HGF IGF1 IL11 IL3 IL6 IL6R INHBA INS KIT KITLG LEFTY1 NODAL NOG NOTCH1 NT5E NTF4 PDGFA PDGFB SHH TF TGFB1 TGFB3 TNFSF11 TPO VEGFA WNT1 WNT2 WNT2B WNT3A WNT5A WNT7B WP_PPAR_ALPHA_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PPAR_ALPHA_PATHWAY ACAA1 ACADM APOA1 APOA2 APOA5 APOC3 CCND1 CDK1 CDK4 CPT1A CPT2 CYP4A11 CYP7A1 CYP8B1 DBI EHHADH FABP1 KLK15 MYC NR1H3 PLTP PPARA RXRA SCP2 SLC27A1 UGT1A9 WP_PPAR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PPAR_SIGNALING_PATHWAY ACAA1 ACADL ACADM ACOX1 ACOX2 ACOX3 ACSBG1 ACSBG2 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 ADIPOQ ANGPTL4 APOA1 APOA2 APOA5 APOC3 AQP7 CD36 CPT1A CPT1B CPT1C CPT2 CYP27A1 CYP4A11 CYP7A1 CYP8B1 DBI EHHADH FABP1 FABP2 FABP3 FABP4 FABP5 FABP6 FABP7 FADS2 GK2 HMGCS2 ILK LPL ME1 MMP1 NR1H3 OLR1 PCK1 PCK2 PDPK1 PLIN1 PLTP PPARA PPARD PPARG RXRA RXRB RXRG SCD SCP2 SLC27A1 SLC27A2 SLC27A4 SLC27A5 SLC27A6 SORBS1 UCP1 WP_PRADER_WILLI_AND_ANGELMAN_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PRADER_WILLI_AND_ANGELMAN_SYNDROME AAAS AHCTF1 ATP10A BBS4 BDNF CCND1 CCND2 CDC6 CDK4 CDK6 CDKN2A CDKN2B CDKN2C CGA CYFIP1 DLX5 E2F1 EIF4E FEZ1 FEZ2 FMR1 FSHB GABRA5 GABRB3 GABRD GABRG1 GABRG2 GABRG3 GABRR1 GABRR2 GABRR3 GHRH GHRL GLE1 GNRH1 GOLGA6L2 GOLGA8S HERC2 HTR2C INS KISS1 LHB MAGEL2 MDM2 MDM4 MKRN3 MSX1 NDC1 NDN NGF NHLH2 NIPA1 NIPA2 NPAP1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 OCA2 OXT PCM1 PCSK1 POM121 POMC PRKCZ PWRN1 PWRN2 RAE1 RANBP2 RB1 RNF8 SEC13 SEH1L SLC45A2 SNORD108 SNORD109A SNORD109B SNORD64 SNRPN SNURF TACR3 TP53 TPR TUBGCP2 TUBGCP3 TUBGCP4 TUBGCP5 TUBGCP6 TYR UBE2N UBE3A WP_PREGNANE_X_RECEPTOR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PREGNANE_X_RECEPTOR_PATHWAY ABCB1 ABCC2 ABCC3 ABCC4 CYP2A6 CYP2B6 CYP2C19 CYP2C9 CYP3A4 CYP3A5 CYP3A7 CYP4F12 DNAJC7 FOXO1 GSTA2 HSP90AA1 NCOA1 NCOA2 NCOA3 NR1I2 NRIP1 PPARGC1A PSMC5 RXRA SLCO1B1 SRC SRPX2 SULT2A1 UGT1A1 UGT1A4 UGT1A6 UGT1A9 WP_PRE_IMPLANTATION_EMBRYO https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PRE_IMPLANTATION_EMBRYO AQP3 AQP9 ARGFX ATP1A1 BARX2 BATF3 CDH1 CDX2 CELF3 DDIT3 DLX2 DNMT3L DPPA3 DPRX E2F5 EGR1 ELAVL1 ESRRA FOSB FOXD1 FOXQ1 GATA2 GATA3 HMGA1 HNRNPAB IRF4 IRX5 KHSRP KLF4 LEUTX MACROH2A2 MOS MTA3 MXD1 MYBL1 NANOG NANOGNB NKX2-1 NLRP5 NR3C2 PADI6 PBX1 POU5F1 SIX3 SMARCA4 SOX11 SOX2 SOX8 TBX3 TCF7L1 TEAD4 TFAP2B TPRX1 ZAR1 ZFP36 ZFP36L2 ZFP42 ZSCAN4 WP_PRIMARY_FOCAL_SEGMENTAL_GLOMERULOSCLEROSIS_FSGS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PRIMARY_FOCAL_SEGMENTAL_GLOMERULOSCLEROSIS_FSGS ACTN4 AGRN AKT1 CAMK2B CD151 CD2AP CD80 CDH2 CDKN1A CDKN1B CDKN1C CLDN1 COL4A3 COL4A4 COL4A5 CR1 CTNNB1 CTSL DAG1 DKK1 DNM1 FAT1 FYN ILK INF2 IRF6 ITGA3 ITGAV ITGB1 ITGB3 ITGB4 JAG1 KIRREL2 KIRREL3 KRT8 LAMA5 LAMB2 LIMS1 LMX1B LRP5 LRP6 MKI67 MME MYH9 MYO1E NCK1 NOTCH1 NPHS1 NPHS2 PARVA PAX2 PCNA PLAUR PLCE1 PLCG1 PODXL PTK2 PTPRO SCARB2 SMARCAL1 SYNPO TGFB1 TLN1 TLR4 TRPC6 UTRN VCL VIM VTN WNT1 WT1 YWHAQ WP_PRIMARY_OVARIAN_INSUFFICIENCY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PRIMARY_OVARIAN_INSUFFICIENCY AARS2 ACSL6 ACVR2B AFF2 AGTR2 AIRE AKT1 AMH AMHR2 ANKRD31 ANTXR1 ATG7 ATG9A ATM BCKDHB BDNF BLM BMP15 BMP8B BMPR1A BMPR1B BMPR2 BNC1 BRCA1 BRCA2 C14orf39 CAV1 CBX2 CLPP CNTNAP2 COMT COX10 CPEB1 CXCL12 CYP17A1 CYP19A1 CYP7A1 DAZL DBH DCAF17 DIAPH2 DMC1 EIF2B2 EIF2B3 EIF2B4 EIF2B5 EIF2S2 EIF4ENIF1 ERAL1 ERCC6 ESR1 ESR2 EXO1 FANCA FANCC FANCG FANCL FANCM FIGLA FMR1 FOXE1 FOXL2 FOXO1 FOXO3 FSHB FSHR GALT GAS5 GATA4 GDF9 GJA4 GNAS GPR3 HARS2 HAX1 HDX HELQ HFM1 HLA-DRB1 HSD17B4 HSF2BP IFI27 IL2 IL21 IL6 INHA INSL3 KDR KHDRBS1 KIT LAMC1 LARS2 LHCGR LHX8 LMNA MCM8 MCM9 MEIOB MGME1 MIR22 MIR449B MMP2 MND1 MRPS22 MSH4 MSH5 NANOS3 NBN NOBOX NOG NOTCH2 NR5A1 NUP107 OSR2 PARP1 PCCA PCCB PCMT1 PCSK1 PDPK1 PGRMC1 PMM2 POLG POLR2C POLR3H POU5F1 PRDM1 PRDM9 PREPL PRLR PSMC3IP PTEN PTH2R RAD51 RCBTB1 RECQL4 RPL10 S1PR1 SALL4 SELENBP1 SERPINE1 SIL1 SIRT1 SOHLH1 SOHLH2 SOX8 SPATA22 SPIDR STAG3 STAR STRA8 SYCE1 SYCP2L TG TGFBR2 TGFBR3 TMEM150B TNF TP63 TRIM37 TSC2 TSHB TWNK UBR2 WDR62 WNT4 WRN WT1 XPO5 XRCC2 XRCC4 XRCC6 ZP3 WP_PRION_DISEASE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PRION_DISEASE_PATHWAY BATF BCL11A BCL2 CASP3 CHD2 CREB1 CTCF EBF1 ELK1 EP300 FGFR1 FYN HSP90B1 HSPA5 IRF4 MAPK1 MAPK3 MEF2C NCAM1 NFKB1 PAX5 PDIA3 POU2F2 PRNP PTK2 RAD21 RFX5 RXRA SMC3 SPI1 STAT3 TBP WP_PROGERIA_ASSOCIATED_LIPODYSTROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PROGERIA_ASSOCIATED_LIPODYSTROPHY BANF1 FBN1 FFAR3 FNTA ICMT INS KCNJ6 LMNA LMNB1 LMNB2 MUCL3 PARP1 POLD1 PPARG RECQL SMAD2 SMAD3 SMAD4 SPRTN TGFB1 WRN ZMPSTE24 WP_PROLACTIN_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PROLACTIN_SIGNALING_PATHWAY AGAP2 AKT1 CASP3 CBL CISH CTSD EIF4EBP1 ELK1 ERBB2 FLNA FOS FYN GAB2 GRB2 GSK3B HRAS IRS1 IRS2 ITGB1 JAK1 JAK2 JUN MAP2K1 MAP2K2 MAPK1 MAPK14 MAPK3 MAPK8 MAPK9 MTOR MYC NEK3 NFKB1 NFKBIA NFKBIB PAK1 PIAS3 PIK3CA PIK3CB PIK3CG PIK3R1 PIK3R2 PPIA PPIB PRL PRLR PTK2 PTPN1 PTPN11 PTPN6 PXN RAC1 RAF1 RELA RPS6 RPS6KA2 RPS6KB1 SHC1 SIRPA SOCS1 SOCS2 SOCS3 SOS1 SRC STAT1 STAT3 STAT5A STAT5B TEC VAV1 VAV2 YWHAG YWHAZ ZAP70 WP_PROSTAGLANDIN_AND_LEUKOTRIENE_METABOLISM_IN_SENESCENCE_WP5122 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PROSTAGLANDIN_AND_LEUKOTRIENE_METABOLISM_IN_SENESCENCE_WP5122 ADCY3 ALOX12 ALOX15 ALOX15B ALOX5 ALOX5AP CDKN1A CYSLTR1 GNAI1 GNAQ GNAS HRAS IGFBP5 LTA4H LTC4S MAPK11 PLA2G4A PLCB1 PRXL2B PTGDS PTGER1 PTGER2 PTGER3 PTGER4 PTGES PTGIS PTGS1 PTGS2 RB1 SIRT1 TBXAS1 WP_PROSTAGLANDIN_AND_LEUKOTRIENE_METABOLISM_IN_SENESCENCE_WP5321 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PROSTAGLANDIN_AND_LEUKOTRIENE_METABOLISM_IN_SENESCENCE_WP5321 ADCY3 ALOX12 ALOX15 ALOX15B ALOX5 ALOX5AP CDKN1A CYSLTR1 DPEP2 GGT1 GGT5 GNAI1 GNAQ GNAS HRAS IGFBP5 LTA4H LTC4S MAPK11 PLA2G4A PLCB1 PRXL2B PTGDS PTGER1 PTGER2 PTGER3 PTGER4 PTGES PTGIS PTGS1 PTGS2 RB1 SIRT1 TBXAS1 WP_PROSTAGLANDIN_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PROSTAGLANDIN_SIGNALING AHR AREG CASP1 CCL2 CCL3 CCR2 CD28 CSF1 CXCL1 CXCL10 CXCL8 CXCL9 IFNA1 IFNG IL12A IL17A IL17F IL1A IL1B IL6 IRF7 KLRD1 MMP9 NFKB1 NLRP3 PIK3CG PTGER2 PTGER4 PTGES PYCARD TGFB1 TNF VEGFA WP_PROSTAGLANDIN_SYNTHESIS_AND_REGULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PROSTAGLANDIN_SYNTHESIS_AND_REGULATION ABCC4 AKR1B1 AKR1C1 AKR1C2 AKR1C3 ANXA1 ANXA2 ANXA3 ANXA4 ANXA5 ANXA6 CBR1 CYP11A1 EDN1 EDNRA EDNRB HPGD HPGDS HSD11B1 HSD11B2 MITF PLA2G4A PPARG PPARGC1A PPARGC1B PRL PTGDR PTGDS PTGER1 PTGER2 PTGER3 PTGER4 PTGES PTGFR PTGFRN PTGIR PTGIS PTGS1 PTGS2 S100A10 S100A6 SCGB1A1 SOX9 TBXA2R TBXAS1 WP_PROTEASOME_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PROTEASOME_DEGRADATION H2AC4 H2AX H2AZ1 HLA-A HLA-B HLA-C HLA-E HLA-F HLA-G IFNG NEDD4 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMB1 PSMB10 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 RPN1 RPN2 UBA1 UBA7 UBB UBC UBE2B UBE2D1 UBE2D2 UBE2D3 UCHL1 UCHL3 WP_PROTEOGLYCAN_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PROTEOGLYCAN_BIOSYNTHESIS B3GALT6 B3GAT3 B4GALT7 BPNT2 CANT1 CHST14 CHST3 CHSY1 CSGALNACT1 EXT1 EXT2 EXTL3 PAPSS2 SLC26A2 SLC35B2 SLC35B3 XYLT1 XYLT2 WP_PROXIMAL_TUBULE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PROXIMAL_TUBULE_TRANSPORT ABCB1 ABCC2 ABCC4 ABCG2 AQP1 ATP1A1 ATP1B1 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D2 ATP6V0E1 ATP6V1A ATP6V1B1 ATP6V1C1 ATP6V1D ATP6V1E1 ATP6V1F ATP6V1G1 ATP6V1H CA2 CA4 CLTRN FXYD2 SLC12A4 SLC13A3 SLC16A10 SLC1A1 SLC20A2 SLC22A11 SLC22A2 SLC22A6 SLC22A7 SLC22A8 SLC26A6 SLC2A1 SLC2A2 SLC34A1 SLC34A3 SLC36A2 SLC3A1 SLC3A2 SLC47A1 SLC47A2 SLC4A2 SLC4A4 SLC5A1 SLC5A2 SLC5A5 SLC5A8 SLC6A18 SLC6A19 SLC6A20 SLC7A7 SLC7A8 SLC7A9 SLC9A3 WP_PRO_SURVIVAL_SIGNALING_OF_NEUROPROTECTIN_D1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PRO_SURVIVAL_SIGNALING_OF_NEUROPROTECTIN_D1 BAX BIRC3 CASP3 CASP7 CASP8 CASP9 CYCS FADD PPP2CB RIPK1 RIPK3 TNF TNFRSF1A TRADD TRAF2 WP_PTDINS_4_5_P2_IN_CYTOKINESIS_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PTDINS_4_5_P2_IN_CYTOKINESIS_PATHWAY AFAP1 ANLN EZR KIF23 MSN MYL2 OCRL RAB35 RACGAP1 RDX RHOA SEPTIN2 WP_PTF1A_RELATED_REGULATORY_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PTF1A_RELATED_REGULATORY_PATHWAY CTNNB1 FGF10 HES1 KAT2B NKX6-1 NOTCH1 PDX1 PROX1 PTF1A RBPJ RBPJL WP_PURINERGIC_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PURINERGIC_SIGNALING ADORA1 ADORA2A ADORA2B ADORA3 GNAI1 GNAI2 GNAI3 GNAO1 GNAS GNAT1 GNAT2 GNAT3 GNAZ LPAR4 LPAR6 P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX6 P2RX7 P2RY1 P2RY10 P2RY11 P2RY12 P2RY13 P2RY14 P2RY2 P2RY4 P2RY6 P2RY8 PANX1 WP_PURINE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PURINE_METABOLISM ADA ADSL ADSS2 AMPD1 APRT ATIC DGUOK HPRT1 IMPDH1 ITPA PNP PRPS1 XDH WP_PURINE_METABOLISM_AND_RELATED_DISORDERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PURINE_METABOLISM_AND_RELATED_DISORDERS ADA ADSL ADSS2 AMPD1 AOX1 APRT ATIC DGUOK GART GRM5 HPRT1 IMPDH1 ITPA MAT2A MOCOS PAICS PFAS PNP PPAT PRPS1 RRM2B TPMT XDH WP_PYRIMIDINE_METABOLISM_AND_RELATED_DISEASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PYRIMIDINE_METABOLISM_AND_RELATED_DISEASES ABAT AGXT2 ALDH6A1 CAD CPS1 DHODH DPYD DPYS GLS2 NT5C NT5C3A OTC RRM1 RRM2 RRM2B TK2 TYMP TYMS UMPS UPB1 WP_QUERCETIN_AND_NF_KB_AP_1_INDUCED_APOPTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_QUERCETIN_AND_NF_KB_AP_1_INDUCED_APOPTOSIS ACOX2 CYP2A6 FOS IKBKB JUN KEAP1 MAFG MAFK MMP1 MT-CO1 NFE2L2 NFKB1 NFKBIA NOS1 PTGS2 VEGFA WP_RAC1_PAK1_P38_MMP2_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_RAC1_PAK1_P38_MMP2_PATHWAY AKT1 ANGPT1 ANGPT2 ANGPT4 ANGPTL1 BAD BAX BIRC5 CASP7 CASP9 CHUK CRK CTNNB1 DOK2 EGFR EIF4EBP1 ERBB2 FN1 FOXO1 GRB14 GRB2 GRB7 HRAS IKBKB IKBKG ITGB1 KRAS MAPK1 MAPK11 MAPK12 MAPK13 MAPK14 MAPK3 MAPK8 MAPK9 MMP2 MSH2 MYC NCK1 NFKB1 NFKBIA NOS1 NOS2 NRAS PAK1 PIK3CA PIK3R1 PTK2 PTPN11 PXN RAC1 RAD51 RASA1 RELA RS1 SOS1 SRC STAT3 STAT5A STAT5B STMN1 TEK TIE1 TNIP1 TNIP2 TNIP3 TP53 YAP1 WP_RALA_DOWNSTREAM_REGULATED_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_RALA_DOWNSTREAM_REGULATED_GENES CDC42 EXOC2 EXOC8 HRAS KRAS NRAS RAC1 RAC2 RAC3 RALA RALBP1 YBX3 WP_RANKL_RANK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_RANKL_RANK_SIGNALING_PATHWAY AKT1 AKT2 CBL CDC42 CHUK FHL2 FOS GAB2 IKBKB IKBKG JUN LYN MAP2K1 MAP2K6 MAP2K7 MAP3K7 MAPK1 MAPK14 MAPK3 MAPK8 MAPK9 MITF MTOR NFATC1 NFKB1 NFKB2 NFKBIA PAPSS2 PIK3R1 PIK3R2 PLCG1 PTK2 RAC1 RELA RELB SPI1 SQSTM1 SRC STAT1 SYK TAB1 TAB2 TNFRSF11A TNFRSF11B TNFSF11 TRAF1 TRAF2 TRAF3 TRAF5 TRAF6 WP_RAS_AND_BRADYKININ_PATHWAYS_IN_COVID_19 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_RAS_AND_BRADYKININ_PATHWAYS_IN_COVID_19 ACE ACE2 AGT AGTR1 AGTR2 BDKRB1 BDKRB2 CPN1 CYP24A1 CYP3A4 F12 IL1A IL1B KLK1 KLKB1 KNG1 MAPK1 NFKB1 NOS1 NOS3 NPR1 PRKG1 REN RHOA ROCK1 SERPINE1 SERPING1 TNF VDR WP_RAS_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_RAS_SIGNALING ABL1 ABL2 AFDN AKT1 AKT2 AKT3 ARF6 BAD BCL2L1 BRAP BUB1B-PAK6 CALM1 CALM2 CALM3 CALML3 CALML4 CALML5 CALML6 CDC42 CHUK CSF1R EGFR ELK1 EPHA2 ETS1 ETS2 EXOC2 FASLG FGFR1 FGFR2 FGFR3 FGFR4 FLT1 FLT3 FLT4 FOXO4 GAB1 GAB2 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 GRB2 GRIN1 GRIN2A GRIN2B HRAS HTR7 IGF1R IKBKB IKBKG INSR JMJD7-PLA2G4B KDR KIT KRAS KSR1 KSR2 LAT MAP2K1 MAP2K2 MAPK1 MAPK10 MAPK3 MAPK8 MAPK9 MET MRAS NF1 NFKB1 NGFR NRAS NTRK1 NTRK2 PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 PDGFRA PDGFRB PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PLA1A PLA2G10 PLA2G12A PLA2G12B PLA2G1B PLA2G2A PLA2G2C PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G4A PLA2G4B PLA2G4C PLA2G4D PLA2G4E PLA2G4F PLA2G5 PLA2G6 PLAAT3 PLCE1 PLCG1 PLCG2 PLD1 PLD2 PRKACA PRKACB PRKACG PRKCA PRKCB PRKCG PTPN11 RAB5A RAB5B RAB5C RAC1 RAC2 RAC3 RAF1 RALA RALB RALBP1 RALGDS RAP1A RAP1B RAPGEF5 RASA1 RASA2 RASA3 RASA4 RASA4B RASAL1 RASAL2 RASAL3 RASGRF1 RASGRF2 RASGRP1 RASGRP2 RASGRP3 RASGRP4 RASSF1 RASSF5 REL RELA RGL1 RGL2 RHOA RIN1 RRAS RRAS2 SHC1 SHC2 SHC3 SHC4 SHOC2 SOS1 SOS2 STK4 SYNGAP1 TEK TIAM1 TTBK1 ZAP70 WP_REGUCALCIN_IN_PROXIMAL_TUBULE_EPITHELIAL_KIDNEY_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_REGUCALCIN_IN_PROXIMAL_TUBULE_EPITHELIAL_KIDNEY_CELLS ACTA2 AKT1 APAF1 BAK1 BAX BRAF CALCA CASP3 CASP8 CASP9 CRYZL2P-SEC16B FFAR3 G3BP1 MAP3K5 MAPK1 MCU MTOR NOS1 PDE1B PIK3CA PPP3R1 PTH RAF1 RGN SEC16B SMAD2 SMAD4 TGFB1 TGFBR1 TNFRSF1A TNFSF11 TRPV5 WP_REGULATION_OF_ACTIN_CYTOSKELETON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_REGULATION_OF_ACTIN_CYTOSKELETON ABI2 ACTB ACTG1 ACTN1 APC APC2 ARHGAP35 ARHGEF1 ARHGEF4 ARHGEF6 ARHGEF7 ARPC5 BAIAP2 BCAR1 BDKRB1 BDKRB2 BRAF BRK1 BUB1B-PAK6 CD14 CDC42 CFL1 CFL2 CHRM1 CHRM2 CHRM3 CHRM4 CHRM5 CRK CSK CYFIP2 DIAPH1 DIAPH3 DOCK1 EGF EGFR ENAH EZR F2 F2R FGD1 FGF1 FGF10 FGF11 FGF12 FGF13 FGF14 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFR4 FN1 GIT1 GNA12 GNA13 GNG12 GSN IQGAP1 ITGA1 KRAS LIMK1 MAP2K1 MAP2K2 MAPK1 MAPK3 MAPK4 MAPK6 MOS MRAS MSN MYH10 MYL1 MYL3 MYLK NCKAP1 NRAS PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 PDGFA PDGFB PDGFRA PDGFRB PFN1 PIK3C2A PIK3C2B PIK3C2G PIK3C3 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R4 PIK3R5 PIP4K2A PIP4K2B PIP4K2C PIP5K1A PIP5K1B PIP5K1C PIP5KL1 PPP1R12A PTK2 PXN RAC1 RAC2 RAC3 RAF1 RASSF7 RDX RHOA ROCK1 ROCK2 RRAS RRAS2 SLC9A1 SOS1 SOS2 SSH1 SSH2 SSH3 TMSB4X VAV1 VCL VIL1 WAS WASF1 WASF2 WP_REGULATION_OF_APOPTOSIS_BY_PARATHYROID_HORMONE_RELATED_PROTEIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_REGULATION_OF_APOPTOSIS_BY_PARATHYROID_HORMONE_RELATED_PROTEIN ADAMTSL4-AS1 AKT1 BAK1 BAX BCL2 BCL2A1 BCL2L1 BCL2L10 BCL2L12 BCL2L13 BCL2L14 BCL2L15 BCL2L2 BID BOK GSK3A GSK3B ITGA6 ITGB4 MCL1 MYC PIK3CG PTHLH WP_REGULATION_OF_SISTER_CHROMATID_SEPARATION_AT_THE_METAPHASE_ANAPHASE_TRANSITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_REGULATION_OF_SISTER_CHROMATID_SEPARATION_AT_THE_METAPHASE_ANAPHASE_TRANSITION APC BUB1 BUB1B BUB3 CDC20 CENPE ESPL1 MAD1L1 MAD2L1 PTTG1 RAD21 SMC1A SMC3 STAG1 WP_REGULATION_OF_WNT_B_CATENIN_SIGNALING_BY_SMALL_MOLECULE_COMPOUNDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_REGULATION_OF_WNT_B_CATENIN_SIGNALING_BY_SMALL_MOLECULE_COMPOUNDS APC AXIN1 CSNK1A1 CTNNB1 DKK3 DVL2 FZD1 FZD7 FZD8 GSK3B LEF1 LRP1 MBOAT1 SFRP4 TCF4 TNKS WNT1 WP_REGULATORY_CIRCUITS_OF_THE_STAT3_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_REGULATORY_CIRCUITS_OF_THE_STAT3_SIGNALING_PATHWAY AGTR1 AGTR2 AKT1S1 CNTFR CREBBP CSF2RA CSF2RB CSF3R CTF1 DEPTOR DUSP2 EGFR F2R F2RL2 F2RL3 GHR IFNAR1 IFNAR2 IFNGR1 IFNGR2 IFNLR1 IL10RA IL10RB IL11RA IL12RB2 IL15RA IL20RA IL20RB IL21R IL22RA1 IL27RA IL2RA IL2RB IL2RG IL3RA IL5RA IL6R IL6ST IL7R IL9R JAK1 JAK2 JAK3 LIFR MAPK1 MAPK10 MAPK11 MAPK12 MAPK13 MAPK14 MAPK15 MAPK3 MAPK4 MAPK6 MAPK7 MAPK8 MAPK9 MAPKAP1 MLST8 MPL MTOR OSMR PDGFRA PDGFRB PIAS3 PRKCB PTPRC PTPRD PTPRT RICTOR RPTOR SETD7 SOCS3 SRC STAT3 STMN1 TRIM28 TYK2 WP_RELATIONSHIP_BETWEEN_INFLAMMATION_COX_2_AND_EGFR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_RELATIONSHIP_BETWEEN_INFLAMMATION_COX_2_AND_EGFR AKT1 AKT2 AKT3 BRAF CYP19A1 EGFR ESR1 HRAS KRAS MAPK1 MAPK3 MMP1 NRAS PIK3CA PIK3CB PIK3CD PIK3CG PLA1A PTGER1 PTGER2 PTGER3 PTGER4 PTGES2 PTGS2 SRC WP_RENIN_ANGIOTENSIN_ALDOSTERONE_SYSTEM_RAAS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_RENIN_ANGIOTENSIN_ALDOSTERONE_SYSTEM_RAAS ACE AGT AGTR1 AGTR2 ATF1 ATF2 ATF4 ATF6B CALM1 CALM2 CALM3 CALML3 CALML4 CALML5 CALML6 CAMK1 CAMK1D CAMK1G CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 CMA1 CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 CTSG CYP11A1 CYP11B2 CYP21A2 GNAQ HSD3B1 HSD3B2 ITPR1 ITPR2 ITPR3 PLCB2 REN STAR WP_RESISTIN_AS_A_REGULATOR_OF_INFLAMMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_RESISTIN_AS_A_REGULATOR_OF_INFLAMMATION AKT1 AKT2 AKT3 CHUK CXCL8 IKBKB IKBKG IL12A IL12B IL6 ITPR1 MAPK1 MAPK14 MAPK3 NFKB1 NFKBIA PIK3CA PIK3CB PIK3CD PIK3CG PLCB1 PLCB2 PLCB3 PLCB4 PLCD1 PLCD3 PLCD4 PLCE1 PLCG1 PLCG2 RELA RETN TNF WP_RESOLVIN_E1_AND_RESOLVIN_D1_SIGNALING_PATHWAYS_PROMOTING_INFLAMMATION_RESOLUTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_RESOLVIN_E1_AND_RESOLVIN_D1_SIGNALING_PATHWAYS_PROMOTING_INFLAMMATION_RESOLUTION AKT1 CMKLR1 EPHB2 FPR2 GRK1 LTB4R MTOR PDK1 PIK3CA PIK3CB PIK3CD PIK3CG WP_RETINOBLASTOMA_GENE_IN_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_RETINOBLASTOMA_GENE_IN_CANCER ABL1 ANLN BARD1 CCDC6 CCNA2 CCNB1 CCNB2 CCND1 CCND3 CCNE1 CCNE2 CDC25A CDC25B CDC45 CDC7 CDK1 CDK2 CDK4 CDK6 CDKN1A CDKN1B CDT1 CHEK1 DCK DHFR DNMT1 E2F1 E2F2 E2F3 FAF1 FANCG H2AZ1 HDAC1 HLTF HMGB1 HMGB2 KIF4A MAPK13 MCM3 MCM4 MCM6 MCM7 MDM2 MIR29B1 MIR29B2 MSH6 MYC NPAT ORC1 PCNA PLK4 POLA1 POLD3 POLE POLE2 PRIM1 PRKDC PRMT2 RABIF RAF1 RB1 RBBP4 RBBP7 RBP1 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 RRM1 RRM2 SAP30 SIN3A SKP2 SMARCA2 SMC1A SMC2 SMC3 STMN1 SUV39H1 TFDP1 TFDP2 TOP2A TP53 TTK TYMS WEE1 ZNF655 WP_RETT_SYNDROME_CAUSING_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_RETT_SYNDROME_CAUSING_GENES ACTL6B BRAF CDKL5 CECR2 CHD4 CRK EIF2B2 FOXG1 GABBR2 GABRA3 GABRD GNAO1 GPS2 GRIN2A GRIN2B HAP1 HDAC1 HDAC5 HDAC8 HIVEP2 HTT IMPDH2 KCNJ10 KDM5B MECP2 MEF2C NCOR1 NCOR2 RHOBTB2 SATB2 SCN1A SCN2A SCN8A SHANK3 SMARCA1 SMARCA2 SMARCA4 SMC1A SRRM3 STXBP1 SYNE2 SYNGAP1 TAF1B TBL1X TBL1XR1 TCF4 TRRAP XAB2 WP_RIBOFLAVIN_AND_COQ_DISORDERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_RIBOFLAVIN_AND_COQ_DISORDERS APTX COQ2 COQ6 COQ7 COQ8A COQ9 ETFA ETFDH FLAD1 PDSS1 PDSS2 RFK SLC52A1 SLC52A2 WP_ROBO4_AND_VEGF_SIGNALING_PATHWAYS_CROSSTALK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ROBO4_AND_VEGF_SIGNALING_PATHWAYS_CROSSTALK KDR RAC1 ROBO4 SLIT2 SRC VEGFA WP_ROLES_OF_CERAMIDES_IN_DEVELOPMENT_OF_INSULIN_RESISTANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ROLES_OF_CERAMIDES_IN_DEVELOPMENT_OF_INSULIN_RESISTANCE ACSL1 AKT1 CD36 CPT1B EIF2AK2 ERN1 INS INSR IRS1 IRS2 MAFA MAPK8 PDX1 PIK3R1 PPP2CA PRKAG3 PRKCZ RPS6KB1 SLC2A4 SMPD3 TNF TNFRSF1A TRAF1 WP_ROLE_OF_HYPOXIA_ANGIOGENESIS_AND_FGF_PATHWAY_IN_OA_CHONDROCYTE_HYPERTROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ROLE_OF_HYPOXIA_ANGIOGENESIS_AND_FGF_PATHWAY_IN_OA_CHONDROCYTE_HYPERTROPHY ACAN AKT1 AKT2 AKT3 ARNT CCN2 CEBPB CNMD COL10A1 COL1A1 COL2A1 COL3A1 DDR2 DIO2 EPAS1 FGF23 FGFR1 FGFR2 FGFR3 FGFR4 FOS FOSB FOSL1 FOSL2 GANC HIF1A IBSP JAK2 JUN JUNB JUND KDR LAMTOR1 MAPK1 MAPK3 MMP13 NFKB1 NGF NTRK1 P4HTM PIK3CA PRKCA RELA RELB RUNX2 SOX9 SPP1 STAT3 VEGFA VHL WP_S1P_RECEPTOR_SIGNAL_TRANSDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_S1P_RECEPTOR_SIGNAL_TRANSDUCTION AKT1 AKT2 AKT3 ASAH1 GNAI1 GNAI2 GNAI3 MAPK1 MAPK12 MAPK3 MAPK4 MAPK6 MAPK7 PIK3C2B PLCB1 PLCB2 PLCB3 RACGAP1 S1PR1 S1PR2 S1PR3 S1PR5 SMPD2 SPHK1 SPHK2 WP_SARS_CORONAVIRUS_AND_INNATE_IMMUNITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SARS_CORONAVIRUS_AND_INNATE_IMMUNITY ACE2 IFIH1 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR1 IFNAR2 IFNB1 IKBKE IRF3 IRF9 JAK1 MAVS RIGI STAT1 STAT2 TBK1 TICAM1 TLR3 TRAF3 TYK2 WP_SARS_COV_2_ALTERING_ANGIOGENESIS_VIA_NRP1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SARS_COV_2_ALTERING_ANGIOGENESIS_VIA_NRP1 ACE2 FURIN KDR NRP1 VEGFA WP_SARS_COV_2_AND_ACE2_RECEPTOR_MOLECULAR_MECHANISMS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SARS_COV_2_AND_ACE2_RECEPTOR_MOLECULAR_MECHANISMS ACE ACE2 AGT AGTR1 MAS1 REN TMPRSS2 WP_SARS_COV_2_AND_COVID_19_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SARS_COV_2_AND_COVID_19_PATHWAY ACAT1 ACE2 CTSL FURIN NRP1 SCARB1 SLC6A19 TLR7 TMPRSS2 TMPRSS4 WP_SARS_COV_2_B_1_1_7_VARIANT_ANTAGONISES_INNATE_IMMUNE_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SARS_COV_2_B_1_1_7_VARIANT_ANTAGONISES_INNATE_IMMUNE_ACTIVATION IFNB1 IKBKE IRF3 MAVS RIGI TBK1 TOMM70 TRAF3 TRAF6 WP_SARS_COV_2_INNATE_IMMUNITY_EVASION_AND_CELL_SPECIFIC_IMMUNE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SARS_COV_2_INNATE_IMMUNITY_EVASION_AND_CELL_SPECIFIC_IMMUNE_RESPONSE ACE2 AP1G1 BSG CASP8 CCL2 CCL3 CCL4 CCL5 CD160 CSF2 CXCL1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL17 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 CXCR2 DHX58 EP300 FADD HAVCR2 HDAC2 IFIT2 IFITM1 IFNAR1 IFNAR2 IFNB1 IL10 IL6 IL6R IRF3 IRF7 JAK1 LAG3 LARP1 MAVS MX1 NFKB1 NUP98 PF4 PPBP RAE1 RIGI RIPK1 SMAD3 STAT1 STAT2 TANK TBK1 TFAP2A TGFB1 TLR7 TNF TP53I3 TRADD TRAF2 TRAF3 TRAF5 TRAF6 TRIM25 WP_SARS_COV_2_MITOCHONDRIAL_CHRONIC_OXIDATIVE_STRESS_AND_ENDOTHELIAL_DYSFUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SARS_COV_2_MITOCHONDRIAL_CHRONIC_OXIDATIVE_STRESS_AND_ENDOTHELIAL_DYSFUNCTION ACAD9 ACE ACE2 AGT BCS1L ECSIT IL18 IL6 MAVS NDUFAF1 NDUFAF2 NFKB1 NLRP3 NLRX1 NOX1 PHB1 REN RPS6KA1 SIRT6 STING1 TERF2 TERF2IP TNF TOMM70 TRAF3 TRAF6 WP_SCFA_AND_SKELETAL_MUSCLE_SUBSTRATE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SCFA_AND_SKELETAL_MUSCLE_SUBSTRATE_METABOLISM FFAR2 FFAR3 GCG PPARD PYY SLC2A4 WP_SEBALEIC_ACID_FORMATION_AND_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SEBALEIC_ACID_FORMATION_AND_METABOLISM ACSL1 ALOX5 CYP4F3 FADS1 FADS2 WP_SELECTIVE_EXPRESSION_OF_CHEMOKINE_RECEPTORS_DURING_T_CELL_POLARIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SELECTIVE_EXPRESSION_OF_CHEMOKINE_RECEPTORS_DURING_T_CELL_POLARIZATION CCL3 CCL4 CCR1 CCR2 CCR3 CCR4 CCR5 CCR7 CD28 CD4 CD40LG CSF2 CXCR3 CXCR4 IFNG IFNGR1 IFNGR2 IL12A IL12B IL12RB1 IL12RB2 IL18R1 IL2 IL4 IL4R IL5 TGFB1 TGFB2 TGFB3 WP_SELENIUM_MICRONUTRIENT_NETWORK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SELENIUM_MICRONUTRIENT_NETWORK ABCA1 ALB ALOX15B ALOX5 ALOX5AP APOA1 APOB CAT CBS CCL2 CRP CTH DIO1 DIO2 DIO3 ENSG00000274276 F2 F7 FGA FGB FGG FLAD1 GGT1 GPX1 GPX2 GPX3 GPX4 GPX6 GSR HBA1 HBB ICAM1 IFNG IL1B IL6 INS INSR KMO KYNU LDLR MPO MSRB1 MTHFR MTR NFKB1 NFKB2 PLAT PLG PNPO PRDX1 PRDX2 PRDX3 PRDX4 PRDX5 PTGS1 PTGS2 RELA RFK SAA1 SAA2 SAA3P SAA4 SCARB1 SELENOF SELENOH SELENOI SELENOK SELENOM SELENON SELENOO SELENOP SELENOS SELENOT SELENOV SELENOW SEPHS2 SERPINA3 SERPINE1 SOD1 SOD2 SOD3 TNF TXN TXNRD1 TXNRD2 TXNRD3 XDH WP_SERINE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SERINE_METABOLISM DHFR PHGDH PSAT1 PSPH SHMT1 SHMT2 SRR TYMS WP_SEROTONIN_AND_ANXIETY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SEROTONIN_AND_ANXIETY ADRA1A ARC CAMK2B CRH FMR1 FOS GABRA1 GRM1 HTR1A HTR2A HTR2C PLCD4 PLEK POMC PPP3CA PRKCB TRPV1 WP_SEROTONIN_AND_ANXIETY_RELATED_EVENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SEROTONIN_AND_ANXIETY_RELATED_EVENTS ARC CRH CRHR1 FOS GRIN2D HTR1A HTR2A HTR2C LINC02210-CRHR1 NLGN1 PLCD4 PLEK PPP3CA PRKCB WP_SEROTONIN_HTR1_GROUP_AND_FOS_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SEROTONIN_HTR1_GROUP_AND_FOS_PATHWAY BRAF CREB1 ELK1 ELK4 FOS GNAI1 GNAI2 GNAI3 GNAO1 GNAQ HTR1A HTR1B HTR1D HTR1E HTR1F HTR2A ITPR1 JAK2 MAP2K1 MAP2K2 MAP2K3 MAP2K6 MAP3K1 MAPK1 MAPK14 MAPK3 MAPKAPK2 MAPKAPK3 PDPK1 PIK3CA RAP1A RASGRF1 RASGRP1 RHOA RPS6KA5 SRF STAT3 WP_SEROTONIN_RECEPTOR_2_AND_ELK_SRF_GATA4_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SEROTONIN_RECEPTOR_2_AND_ELK_SRF_GATA4_SIGNALING ELK1 ELK4 GATA4 GNAQ HRAS HTR2A HTR2B HTR2C ITPR1 KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 MAPKAPK2 NRAS RAF1 RASGRF1 RASGRP1 SRF WP_SEROTONIN_RECEPTOR_4_6_7_AND_NR3C_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SEROTONIN_RECEPTOR_4_6_7_AND_NR3C_SIGNALING ATF1 BRAF CREB1 EGR1 ELK1 ELK4 GNAS HTR4 HTR6 HTR7 MAP2K1 MAP2K2 MAPK1 MAPK3 MAPKAPK2 NR3C1 RAP1A RPS6KA5 SRF WP_SEROTONIN_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SEROTONIN_TRANSPORTER_ACTIVITY IL1B IL1R1 ITGB3 MAOA NOS1 PPP2CB SCAMP2 SLC6A4 STX1A TGFB1I1 TPH2 WP_SIGNAL_TRANSDUCTION_THROUGH_IL1R https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SIGNAL_TRANSDUCTION_THROUGH_IL1R CHUK ECSIT IFNA1 IFNB1 IKBKB IL1A IL1B IL1R1 IL1RAP IL1RN IL6 IRAK1 IRAK2 IRAK3 JUN MAP2K3 MAP2K6 MAP3K1 MAP3K14 MAP3K7 MAPK14 MAPK8 MYD88 NFKB1 NFKBIA RELA TAB1 TGFB1 TGFB2 TGFB3 TNF TOLLIP TRAF6 WP_SILDENAFIL_TREATMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SILDENAFIL_TREATMENT AKT1 AKT2 AKT3 GAPDH GSK3B GUCY1A1 GUCY1A2 GUCY1B1 GUCY1B2 NOS1 NOS2 NOS3 NRF1 PDE4A PDE4B PDE4C PDE4D PDE5A PPARGC1A PRKG1 PRKN TFAM ZNF746 WP_SLEEP_REGULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SLEEP_REGULATION ADA ADORA1 ADORA2A AHCY BTBD9 CACNA1I CHRNB2 CRH CST3 DLAT DRD1 DRD2 DRD3 FOS GHRH GHRL GRIN2A HCRTR1 HCRTR2 HTR2A IL18 IL6 MRGPRX2 MTNR1B NLGN1 NPAS2 NPS NPY2R OXT OXTR PER3 PTGDR PTGDS SLC29A1 STAR TH UTS2 UTS2R WP_SMALL_CELL_LUNG_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SMALL_CELL_LUNG_CANCER AKT1 AKT2 AKT3 APAF1 BAK1 BAX BCL2 BCL2L1 BID BIRC2 BIRC3 BIRC7 BIRC8 CASP3 CASP8 CASP9 CCND1 CCNE1 CCNE2 CDK2 CDK4 CDK6 CDKN1A CDKN1B CDKN1C CDKN2B CHUK CKS1B CKS2 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 CYCS DDB2 E2F1 E2F2 E2F3 FHIT FN1 GADD45A GADD45B GADD45G IKBKB IKBKG ITGA2 ITGA2B ITGA3 ITGA6 ITGAV ITGB1 LAMA1 LAMA2 LAMA3 LAMA4 LAMA5 LAMB1 LAMB2 LAMB3 LAMB4 LAMC1 LAMC2 LAMC3 MAX MYC NFKB1 NFKBIA NFKBIB NOS2 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 POLK PTEN PTGS2 PTK2 RARB RB1 RELA RXRA RXRB RXRG SKP1 TP53 TRAF1 TRAF2 TRAF3 TRAF4 TRAF5 TRAF6 ZBTB17 WP_SMALL_LIGAND_GPCRS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SMALL_LIGAND_GPCRS CNR1 CNR2 GPR50 LPAR1 MTNR1A MTNR1B PTAFR PTGDR PTGER1 PTGER2 PTGER3 PTGER4 PTGFR PTGIR S1PR1 S1PR2 S1PR3 S1PR4 TBXA2R WP_SMC1_SMC3_ROLE_IN_DNA_DAMAGE_CORNELIA_DE_LANGE_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SMC1_SMC3_ROLE_IN_DNA_DAMAGE_CORNELIA_DE_LANGE_SYNDROME ATM BRCA1 MDC1 MRE11 NBN PAXIP1 RAD18 RAD21 RAD50 SMC1A SMC3 WP_SMITH_MAGENIS_AND_POTOCKI_LUPSKI_SYNDROME_COPY_NUMBER_VARIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SMITH_MAGENIS_AND_POTOCKI_LUPSKI_SYNDROME_COPY_NUMBER_VARIATION ALKBH5 APBB1 APP ARG2 ARMC8 ATG101 ATG13 ATPAF2 BAX BCL2L11 BCL6 BIRC2 BLM BMAL1 C9orf72 CARM1 CCDC65 CDK1 CFL2 CLEC16A CLOCK CLTA CLTB CLTC CLUAP1 COPS2 COPS3 COPS4 COPS5 COPS6 COPS7A COPS8 CREB1 CRY1 CRY2 DENR DRC1 DRC3 DRC7 DRG2 EFCAB2 ETV5 FBXL13 FERD3L FHOD1 FLCN FLII FNIP1 FNIP2 FOXA1 FOXA2 G6PC1 GAS8 GDI2 GID4 GPR85 GPS1 GRIP1 HBP1 HES6 IFT172 IFT20 IFT22 IFT25 IFT27 IFT46 IFT52 IFT57 IFT74 IFT80 IFT81 IFT88 IL1B IQCA1 IQCD IQCG IRF8 ITPK1 JUN LDHA LIMK1 LLGL1 MAEA MAP3K14 MED9 MIEF2 MIGA1 MIGA2 MIR33B MKLN1 MLST8 MPRIP MTOR MYC MYD88 MYH2 MYO15A MYO16 NFKB1 NR1H2 NR1H3 NT5M PARD3 PARD6B PCK1 PEMT PER1 PLD6 PPP1R12A PPP1R14A PRDM1 PRKAA1 PRKAB1 PRKAG2 PRKCI PRKN PTEN RAB10 RAB39B RAB8A RAI1 RANBP9 RASD1 RB1CC1 RELA RHOA RMI1 RMI2 RMND5A RNF41 ROCK1 RPTOR RRAGA SHMT1 SMCR2 SMCR5 SMCR8 SREBF1 STAT3 TCTE1 TFE3 TFEB TLR4 TNF TNFRSF13B TNFSF13 TOLLIP TOM1L2 TOP3A TP53 TRAF3IP1 TTC26 TTC30B ULK1 USP8 WDR26 WDR41 WWTR1 YAP1 WP_SOMATIC_SEX_DETERMINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SOMATIC_SEX_DETERMINATION AMH DHH DMRT1 FGF9 FOXL2 GATA4 NR5A1 PTGDS RSPO1 SOX8 SOX9 SRY WNT4 WT1 WP_SOMATROPH_AXIS_GH_AND_ITS_RELATIONSHIP_TO_DIETARY_RESTRICTION_AND_AGING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SOMATROPH_AXIS_GH_AND_ITS_RELATIONSHIP_TO_DIETARY_RESTRICTION_AND_AGING AKT1 FOXO1 IGF1R MTOR PTEN SIRT1 WP_SOMITOGENESIS_IN_THE_CONTEXT_OF_SPONDYLOCOSTAL_DYSOSTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SOMITOGENESIS_IN_THE_CONTEXT_OF_SPONDYLOCOSTAL_DYSOSTOSIS DLL1 DLL3 EPHA4 HES7 LFNG MESP2 NOTCH1 RIPPLY2 TBX6 WP_SPHINGOLIPID_METABOLISM_INTEGRATED_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SPHINGOLIPID_METABOLISM_INTEGRATED_PATHWAY ASAH1 CERK CERS1 CERS2 CERS3 CERS4 CERS5 CERS6 DEGS1 DEGS2 KDSR PLPP1 PLPP2 PLPP3 SGMS1 SGMS2 SGPL1 SGPP1 SGPP2 SMPD1 SPHK1 SPHK2 SPTLC1 SPTLC2 UGCG UGT8 WP_SPHINGOLIPID_METABOLISM_IN_SENESCENCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SPHINGOLIPID_METABOLISM_IN_SENESCENCE ASAH1 CDK2 CDK4 CDKN1A CERS2 CERS4 DEGS1 E2F1 GBA1 GLB1 KDSR MAPK1 MTOR PLCB1 PRKCA PRKCB RB1 RPP38 S1PR1 S1PR2 S1PR5 SGMS2 SGPP1 SMPD3 SPHK1 SPTLC1 TERT UGCG WP_SPHINGOLIPID_METABOLISM_OVERVIEW https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SPHINGOLIPID_METABOLISM_OVERVIEW ASAH1 CERK CERS1 CERS2 CERS3 CERS4 CERS6 DEGS1 DEGS2 GBA1 GBA2 KDSR PLPP3 SGMS1 SGMS2 SGPL1 SGPP1 SGPP2 SMPD1 SPHK1 SPHK2 SPTLC1 SPTLC2 UGCG UGT8 WP_SPHINGOLIPID_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SPHINGOLIPID_PATHWAY ACER1 ASAH1 ASAH2 B4GALT6 CERK CERS2 CERS3 CERS4 CERS5 CERS6 CERT1 GAL3ST1 GBA1 GBA2 KDSR PLPP1 PPP1CA PPP2CA SERINC1 SGMS1 SGMS2 SGPL1 SGPP2 SPHK1 SPHK2 SPTLC1 SPTLC2 SPTLC3 UGCG UGT8 WP_SPINAL_CORD_INJURY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SPINAL_CORD_INJURY ACAN AIF1 ANXA1 APEX1 AQP1 AQP4 ARG1 BCAN BDNF BTG2 C1QB C5 CASP3 CCL2 CCND1 CCNG1 CCR2 CD47 CDC42 CDK1 CDK2 CDK4 CDKN1B CHST11 COL2A1 COL4A1 CSPG4 CXCL1 CXCL10 CXCL2 CXCL8 E2F1 E2F5 EFNB2 EGFR EGR1 EPHA4 FCGR2A FKBP1A FOS FOXO3 GADD45A GAP43 GDNF GFAP GJA1 GRIN1 ICAM1 IFNG IL1A IL1B IL1R1 IL2 IL4 IL6 KLK8 LEP LGALS3 LILRB3 LTB LTB4R MAG MAPK1 MAPK3 MBP MIF MMP12 MMP9 MYC NCAN NGFR NOS1 NOS2 NOX4 NR4A1 NTN1 OMG PDYN PLA2G2A PLA2G5 PLA2G6 PLXNA2 PPP3CA PRB1 PRB2 PRKCA PTGS2 PTPRA PTPRZ1 RAC1 RB1 RGMA RHOA RHOB RHOC ROCK2 ROS1 RTN4 RTN4R SELP SEMA6A SLIT1 SLIT2 SLIT3 SOX9 TACR1 TGFB1 TLR4 TNF TNFSF13 TNFSF13B TP53 VCAN VIM XYLT1 ZFP36 WP_SPLICING_FACTOR_NOVA_REGULATED_SYNAPTIC_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SPLICING_FACTOR_NOVA_REGULATED_SYNAPTIC_PROTEINS AGRN ANK3 APLP2 ATP2B1 CADM1 CADM3 CAMK2G CASK CAV2 CDH2 CHL1 CLASP1 CLSTN1 CSN3 DAB1 EFNA5 EPB41 EPB41L1 EPB41L2 EPB41L3 GABBR2 GABRG2 GPHN GRIK2 GRIN1 GRIN2B KCNJ6 KCNMA1 KCNQ2 MAP4 MAPK4 MAPK9 NCDN NEO1 NTNG1 PLCB4 PRKCZ RAP1GAP SNW1 STX2 STXBP2 TERF2IP WP_SREBF_AND_MIR33_IN_CHOLESTEROL_AND_LIPID_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SREBF_AND_MIR33_IN_CHOLESTEROL_AND_LIPID_HOMEOSTASIS ABCA1 FASN HMGCR HMGCS1 LDLR MED15 MTOR NR1H3 PPARA PPARGC1A PRKAA1 SCD SIRT1 SIRT6 SREBF1 SREBF2 WP_SRF_AND_MIRS_IN_SMOOTH_MUSCLE_DIFFERENTIATION_AND_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SRF_AND_MIRS_IN_SMOOTH_MUSCLE_DIFFERENTIATION_AND_PROLIFERATION BORCS8-MEF2B CAMK2D CCND2 ELK1 KLF4 MEF2A MEF2B MEF2C MEF2D MYOCD NKX2-5 SRF WP_STATIN_INHIBITION_OF_CHOLESTEROL_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_STATIN_INHIBITION_OF_CHOLESTEROL_PRODUCTION ABCA1 ABCG5 ABCG8 ACSS1 APOA1 APOA2 APOA4 APOA5 APOB APOC1 APOC2 APOC3 APOE CETP CYP7A1 DGAT1 FDFT1 HMGCR LCAT LDLR LIPC LPL LRP1 MIR33A MIR33B MTTP PDIA2 PLTP SCARB1 SOAT1 SQLE WP_STEROID_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_STEROID_BIOSYNTHESIS CPN1 CYP17A1 F13B HSD17B1 HSD17B2 HSD17B3 HSD17B4 HSD17B7 HSD3B1 HSD3B2 WP_STEROID_HORMONE_PRECURSOR_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_STEROID_HORMONE_PRECURSOR_BIOSYNTHESIS AKR1C1 AKR1D1 CYP11A1 CYP17A1 CYP21A2 HSD3B1 HSD3B2 SRD5A1 SRD5A2 WP_STEROL_REGULATORY_ELEMENT_BINDING_PROTEINS_SREBP_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_STEROL_REGULATORY_ELEMENT_BINDING_PROTEINS_SREBP_SIGNALING ACACA ACLY ACSS1 AKT1 AMFR ATF6 CAMP CDK8 CREB1 CYP51A1 DBI FASN FDFT1 FDPS FGF21 GPAM GSK3A HMGCR HMGCS1 IDI1 INS INSIG1 INSIG2 KPNB1 LDLR LPIN1 LPL LSS MBTPS1 MBTPS2 MDH1 MED15 MTOR MVD NFYA NR1H2 PIK3CA PPARG PPARGC1B PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKACA PRKAG1 PRKAG2 PRKAG3 RBP4 RNF139 SAR1A SAR1B SCAP SCARB1 SCD SEC13 SEC23A SEC23B SEC24A SEC24B SEC24C SEC24D SEC31A SEC31B SIRT1 SP1 SQLE SREBF1 SREBF2 YY1 WP_STING_PATHWAY_IN_KAWASAKI_LIKE_DISEASE_AND_COVID_19 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_STING_PATHWAY_IN_KAWASAKI_LIKE_DISEASE_AND_COVID_19 CGAS CHUK F3 FCGR2A GSDMD IFNB1 IKBKB IKBKE IKBKG IL1B IRF3 ITPR1 NFKB1 NFKBIA NFKBIE NLRP3 NLRX1 REL RELA STING1 TBK1 WP_STRIATED_MUSCLE_CONTRACTION_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_STRIATED_MUSCLE_CONTRACTION_PATHWAY ACTA1 ACTA2 ACTC1 ACTG1 ACTN2 ACTN3 ACTN4 DES DMD MYBPC1 MYBPC2 MYBPC3 MYH3 MYH6 MYH8 MYL1 MYL2 MYL3 MYL4 MYL9 MYOM1 NEB TCAP TMOD1 TNNC1 TNNC2 TNNI1 TNNI2 TNNI3 TNNT1 TNNT2 TNNT3 TPM1 TPM2 TPM3 TPM4 TTN VIM WP_SUDDEN_INFANT_DEATH_SYNDROME_SIDS_SUSCEPTIBILITY_PATHWAYS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SUDDEN_INFANT_DEATH_SYNDROME_SIDS_SUSCEPTIBILITY_PATHWAYS ACADM ADCYAP1 ADCYAP1R1 ALDOA AQP4 AR ASCL1 ATP1A3 AVP BDNF BHLHE40 C4A C4B CASP3 CAV3 CC2D1A CDCA7L CEBPB CHAT CHRM2 CHRNA4 CHRNA7 CHRNB2 CHRNB4 CPT1A CREB1 CREBBP CREM CTCF CTNNB1 CXCL8 DDC DEAF1 DLX2 ECE1 EGR1 EN1 EP300 ESR2 FEV FMO3 FOXM1 G6PC1 GABRA1 GAPDH GATA2 GATA3 GCK GJA1 GNB3 GPD1L GRIN1 HADHA HADHB HDAC1 HDAC9 HES1 HES5 HIF1A HSP90B1 HSPD1 HTR1A HTR2A HTR3A IL10 IL13 IL1A IL1B IL1RN IL6 IL6R JUN KCNH2 KCNJ8 KCNQ1 LMX1B MAOA MAP2 MAZ MBD1 MECP2 MEF2C MIR130A MIR16-1 MIR210 MYB NANOG NEUROD1 NFKB1 NFKB2 NFYA NGF NKX2-2 NKX3-1 NOS1AP NR3C1 NTRK2 PAH PBX1 PHOX2A PHOX2B PKNOX1 PLP1 POU2F2 POU3F2 POU5F1 PPARGC1A PPARGC1B PRKACA PRKACB PRKAR1A PRKAR1B PRKAR2A PRKAR2B REST RET RORA RUNX3 RYR2 SCN3B SCN4B SCN5A SLC1A3 SLC25A4 SLC6A4 SLC9A3 SNAP25 SNTA1 SOX2 SP1 SP3 SPTBN1 SST SSTR1 SSTR2 TAC1 TACR1 TCF3 TF TH THRB TLX3 TNF TP73 TPH1 TPH2 TPPP TSPYL1 VAMP2 VEGFA VIPR1 VIPR2 YBX1 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ WP_SULFATASE_AND_AROMATASE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SULFATASE_AND_AROMATASE_PATHWAY CYP19A1 ESR1 ESR2 HSD17B1 HSD17B2 HSD17B3 HSD3B1 SLCO1A2 SLCO1B1 SLCO1B3 SLCO2B1 SLCO4A1 SLCO4C1 SULT1E1 WP_SULFATION_BIOTRANSFORMATION_REACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SULFATION_BIOTRANSFORMATION_REACTION G6PD GSR PAPSS1 PAPSS2 SLX1A-SULT1A3 SULT1A1 SULT1A2 SULT1A4 SULT1B1 SULT1C2 SULT1C3 SULT1C4 SULT1E1 SULT2A1 SULT2B1 SULT4A1 SULT6B1 WP_SULINDAC_METABOLIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SULINDAC_METABOLIC_PATHWAY CYP1A2 CYP1B1 MSRA MSRB2 MSRB3 WP_SUPRESSION_OF_HMGB1_MEDIATED_INFLAMMATION_BY_THBD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SUPRESSION_OF_HMGB1_MEDIATED_INFLAMMATION_BY_THBD AGER CHUK HMGB1 IKBKB IKBKG NFKB1 NFKBIA RELA THBD WP_SYNAPTIC_SIGNALING_PATHWAYS_ASSOCIATED_WITH_AUTISM_SPECTRUM_DISORDER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SYNAPTIC_SIGNALING_PATHWAYS_ASSOCIATED_WITH_AUTISM_SPECTRUM_DISORDER AKT1 AKT2 AKT3 ARC BDNF CACNA1C CAMK2B CAMK4 DLG4 EIF4EBP1 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B GRM1 GSK3B HOMER1 HRAS KRAS MAPK1 MAPK3 MTOR NF1 NRAS NTRK2 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 PTEN RHEB RPS6KB1 RPTOR SHANK3 SYNGAP1 TSC1 TSC2 UBE3A WP_SYNAPTIC_VESICLE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SYNAPTIC_VESICLE_PATHWAY AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 ATP1A2 CACNA1A CACNA1B CLN8 CLTA CLTC CLTCL1 CPLX1 CPLX2 CPLX3 DNM1 DNM1L DNM2 DNM3 NAPA NSF PARK7 RAB3A RIMS1 SLC17A6 SLC17A7 SLC17A8 SLC18A1 SLC18A2 SLC18A3 SLC1A3 SLC22A3 SLC25A4 SLC32A1 SLC38A1 SLC6A4 SNAP25 STX1A STX1B STX2 STX3 STXBP1 SYN1 SYN2 SYN3 SYP SYT1 UNC13A UNC13B UNC13C VAMP2 WP_SYNTHESIS_OF_CERAMIDES_AND_1_DEOXYCERAMIDES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SYNTHESIS_OF_CERAMIDES_AND_1_DEOXYCERAMIDES A3GALT2 A4GALT ASAH1 B3GNT5 B4GALNT1 B4GALT1 CERK CERS1 CERS2 CERS3 CERS4 CERS5 CERS6 DES DGAT1 KDSR SGMS1 SGMS2 SPHK1 SPTLC1 UGCG UGT8 WP_TAMOXIFEN_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TAMOXIFEN_METABOLISM CYP1A1 CYP1A2 CYP1B1 CYP2A6 CYP2C19 CYP2C8 CYP2C9 CYP2D6 CYP2E1 CYP3A4 CYP3A5 FMO1 FMO3 SULT1A1 SULT1E1 SULT2A1 UGT1A10 UGT1A4 UGT1A8 UGT2B15 UGT2B7 WP_TARGET_OF_RAPAMYCIN_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TARGET_OF_RAPAMYCIN_SIGNALING AKT1 AKT1S1 CDC42 DDIT4 DDIT4L EIF4EBP1 FKBP1A HMGCR IDI1 MAPKAP1 MLST8 MTOR PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 PRKCA PRR5 PRR5L RAC1 RHEB RICTOR RPS6KB1 RPTOR RRAGA RRAGB RRAGC RRAGD TSC1 TSC2 ULK1 ULK2 ULK3 WP_TAR_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TAR_SYNDROME AKAP10 ANKRD35 BCL2L13 BRF1 CCAR2 CD160 CD247 CD3D CFTR CLCN3 CXCR4 DDIT4 DNM1 EGFR EIF4A3 FARP2 FLT3 FURIN GNRHR2 GPR89A HAMP HDAC2 HJV HLA-A HLA-B HLA-C HLA-E HLA-F HLA-G IFNG ITGA10 ITGB1 LAMTOR1 LCK MAGOH MET MITD1 MTA1 NFKB1 NHERF1 NUDT17 PDZK1 PDZK1IP1 PEX11B PEX19 PIAS3 POLR3C POLR3F POLR3G POLR3GL PYM1 RBCK1 SIRT1 SLC22A12 SLC22A4 SLC34A3 SLK STAT3 SUMO2 TNFRSF14 TXN UBE2I ZFHX3 WP_TCA_CYCLE_AKA_KREBS_OR_CITRIC_ACID_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TCA_CYCLE_AKA_KREBS_OR_CITRIC_ACID_CYCLE ACO2 CS DLD DLST FH IDH2 IDH3A IDH3B IDH3G MDH2 OGDH SDHA SDHB SDHC SDHD SUCLA2 SUCLG1 SUCLG2 WP_TCA_CYCLE_AND_DEFICIENCY_OF_PYRUVATE_DEHYDROGENASE_COMPLEX_PDHC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TCA_CYCLE_AND_DEFICIENCY_OF_PYRUVATE_DEHYDROGENASE_COMPLEX_PDHC ACLY ACO1 CS DLAT DLD DLST FH IDH1 IDH3A MDH1 OGDH PC PCK1 PDHA1 SDHA SUCLG2 WP_TCA_CYCLE_IN_SENESCENCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TCA_CYCLE_IN_SENESCENCE BRAF FH GOT1 MDH1 ME1 ME2 PDHA1 PDK1 PDP2 TP53 WP_TCA_CYCLE_NUTRIENT_USE_AND_INVASIVENESS_OF_OVARIAN_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TCA_CYCLE_NUTRIENT_USE_AND_INVASIVENESS_OF_OVARIAN_CANCER EGFR JAK1 MAPK1 MAPK3 STAT3 WP_TGF_BETA_RECEPTOR_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TGF_BETA_RECEPTOR_SIGNALING BAMBI BMP4 CREBBP CTNNB1 EGF ENG EP300 FKBP1A FOS FOXH1 FST HRAS IFNG INHBA ITGB6 JAK1 JUN LEF1 LEFTY1 LEFTY2 LIF LTBP1 MAPK3 MAPK9 MIR302A NFKB1 NOG RUNX2 RUNX3 SERPINE1 SKI SKIL SMAD1 SMAD2 SMAD3 SMAD4 SMAD5 SMAD6 SMAD7 SMAD9 SPP1 STAT1 STAT3 TFE3 TGFB1 TGFBR1 TGFBR2 TGFBR3 TGIF1 THBS1 TNF WNT1 ZEB2 ZFYVE9 ZNF423 WP_TGF_BETA_RECEPTOR_SIGNALING_IN_SKELETAL_DYSPLASIAS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TGF_BETA_RECEPTOR_SIGNALING_IN_SKELETAL_DYSPLASIAS ADAMTS10 ADAMTSL2 BAMBI BMP4 CREBBP CTNNB1 EGF ENG EP300 FBN1 FKBP1A FOS FOXH1 FST HRAS IFNG INHBA ITGB6 JAK1 JUN LEF1 LEFTY1 LEFTY2 LIF LTBP1 LTBP3 MAPK3 MAPK9 MIR302A NFKB1 NOG RUNX2 RUNX3 SERPINE1 SKI SKIL SMAD1 SMAD2 SMAD3 SMAD4 SMAD5 SMAD6 SMAD7 SMAD9 SPP1 STAT1 STAT3 TFE3 TGFB1 TGFBR1 TGFBR2 TGFBR3 TGIF1 THBS1 TNF WNT1 ZEB2 ZFYVE9 ZNF423 WP_TGF_BETA_SIGNALING_IN_THYROID_CELLS_FOR_EPITHELIAL_MESENCHYMAL_TRANSITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TGF_BETA_SIGNALING_IN_THYROID_CELLS_FOR_EPITHELIAL_MESENCHYMAL_TRANSITION AKT1 CDH1 CDH16 CDH2 CDH6 FN1 ID1 MAPK1 MAPK3 RUNX2 SMAD2 SMAD3 SMAD4 SNAI1 SNAI2 TNC VIM WP_TGF_BETA_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TGF_BETA_SIGNALING_PATHWAY AKT1 APP ATF2 ATF3 AXIN1 BCAR1 BTRC CAV1 CCNB2 CCND1 CDC42 CDK1 CDKN1A CDKN2B CITED1 COL1A2 COPS5 CREBBP CUL1 DAB2 DCP1A E2F4 E2F5 EID2 EP300 ETS1 FN1 FOS FOSB FOXH1 FOXP3 GRB2 HDAC1 HGS ITCH ITGA2 ITGB1 ITGB3 ITGB4 JUN JUNB JUND KLF10 KLF11 KLF6 LIMK2 MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K6 MAP3K7 MAP4K1 MAPK1 MAPK14 MAPK4 MAPK8 MAPK9 MEF2A MEF2C MET MMP1 MMP12 MYC NEDD4L NEDD9 NUP153 NUP214 PAK2 PARD6A PDK1 PIAS1 PIAS2 PIK3R1 PIK3R2 PJA1 PML PPM1A PRKAR2A PTK2 RAC1 RAF1 RBL1 RBL2 RBX1 RHOA RNF111 ROCK1 RUNX2 SHC1 SIK1 SIN3A SKI SKIL SKP1 SMAD2 SMAD3 SMAD4 SMAD7 SMURF1 SMURF2 SNIP1 SNW1 SOS1 SP1 SPTBN1 SRC STAMBPL1 STRAP SUMO1 TAB1 TERT TFDP1 TGFB1 TGFB1I1 TGFBR1 TGFBR2 TGFBR3 TGIF1 THBS1 TNC TP53 TRAF6 TRAP1 UBE2I UCHL5 WWP1 YAP1 ZEB1 ZEB2 ZFYVE16 ZFYVE9 WP_TGF_SMAD_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TGF_SMAD_SIGNALING_PATHWAY CCN2 POSTN SERPINE1 SMAD2 SMAD3 SMAD4 SPARC TGFBR1 TGFBR2 TGFBR3 WWTR1 YWHAG WP_TGIF_DISRUPTION_OF_SHH_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TGIF_DISRUPTION_OF_SHH_SIGNALING FGF8 FOXG1 GLI3 NKX2-1 NODAL SHH SMAD2 TGIF1 TGIF2 WP_TH17_CELL_DIFFERENTIATION_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TH17_CELL_DIFFERENTIATION_PATHWAY AHR BMAL1 CD247 CD3D CD3E CD3G CD4 CLOCK CRY1 FOS FOXP3 GATA3 HIF1A HLA-DMA HSP90AA1 IFNG IFNGR1 IKBKB IL17A IL17F IL1B IL2 IL21 IL21R IL22 IL23A IL23R IL27 IL27RA IL2RA IL4 IL4R IL6 IL6R IRF4 JAK1 JAK2 JUN LAT LCK MAPK1 MAPK14 MAPK8 MTOR NFATC1 NFIL3 NFKB1 NFKBIA NR1D1 PER1 PLCG1 PPP3CA PRKCQ RARA RORA RORC RUNX1 RXRA SMAD2 SOCS3 STAT1 STAT3 STAT5A STAT6 TBX21 TGFB1 TGFBR1 TYK2 ZAP70 WP_THERMOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_THERMOGENESIS ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 ACTB ACTG1 ACTL6A ACTL6B ADCY1 ADCY10 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ADRB3 AKT1S1 ARID1A ARID1B ATF2 BMP8A BMP8B CNR1 CPT1A CPT1B CPT1C CPT2 CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 DPF1 DPF3 FGF21 FGFR1 FRS2 GCG GNAS GRB2 HRAS KDM1A KDM3A KDM3B KLB KRAS LIPE MAP2K3 MAP3K5 MAPK11 MAPK12 MAPK13 MAPK14 MGLL MLST8 MTOR NPR1 NRAS PLIN1 PNPLA2 PPARG PPARGC1A PRDM16 PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKACA PRKACB PRKACG PRKAG1 PRKAG2 PRKAG3 PRKG1 PRKG2 RHEB RPS6 RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA6 RPS6KB1 RPS6KB2 RPTOR SIRT6 SLC25A20 SLC25A29 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SOS1 SOS2 TSC1 TSC2 UCP1 ZNF516 WP_THIAMINE_METABOLIC_PATHWAYS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_THIAMINE_METABOLIC_PATHWAYS BCKDHA BCKDK OGDH PDHA1 SLC19A2 SLC19A3 SLC25A19 TKT TPK1 WP_THYMIC_STROMAL_LYMPHOPOIETIN_TSLP_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_THYMIC_STROMAL_LYMPHOPOIETIN_TSLP_SIGNALING_PATHWAY AKT1 BTK CRLF2 EIF4EBP1 FES FYN GAB2 HCK IL7R JAK1 JAK2 LCK LYN MAP2K1 MAP2K2 MAPK1 MAPK14 MAPK3 MAPK8 MAPK9 MTOR NFKB1 NFKB2 NFKBIA PI4K2A PIK3CA PTPN11 RELA RELB RPS6 SRC STAT1 STAT3 STAT4 STAT5A STAT5B STAT6 TEC TSLP YES1 WP_THYROID_HORMONES_PRODUCTION_AND_PERIPHERAL_DOWNSTREAM_SIGNALING_EFFECTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_THYROID_HORMONES_PRODUCTION_AND_PERIPHERAL_DOWNSTREAM_SIGNALING_EFFECTS ACTL6B ADCY3 ADCY8 ADRB3 AGRP AKT1S1 AKT3 AQP7 ATF2 BAD CASP9 CREB3 CTNNB1 DIO1 DIO2 DIO3 DUOX2 DUOXA2 FGF21 FGFR1 FOXO1 FRS2 GRB2 GSK3B HRAS ITGAV ITGB3 ITPR2 IYD KDM1A KDM3B KLB MAFA MAP2K1 MAP4K5 MAPK1 MAPK14 MAPKAPK3 MC4R MDM2 MGLL MLST8 MTOR NHSL1 NOTCH1 NPPB NPR1 NPY PAX8 PFKFB2 PIK3CA PLCB1 PLIN1 PNPLA2 POMC PPARG PPARGC1A PRDM16 PRKACA PRKG2 RAF1 RHEB RPS6 RPS6KA6 RPS6KB1 RPTOR RXRA SECISBP2L SHH SIRT6 SLC16A10 SLC16A2 SLC26A4 SLC5A5 SLCO1C1 SOS1 SRC TBC1D4 TG THRA THRB TP53 TPO TRH TSC1 TSC2 TSHB TSHR TTF1 TTF2 UCP1 WNT4 ZNF516 WP_THYROID_STIMULATING_HORMONE_TSH_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_THYROID_STIMULATING_HORMONE_TSH_SIGNALING_PATHWAY ADCY2 ADCY3 AKT1 APEX1 BRAF CCND3 CCNE1 CDK2 CDK4 CDKN1B CGA CREB1 GNA12 GNA13 GNAI1 GNAI2 GNAI3 GNAO1 GNAQ GNAS GNB1 GNG2 HRAS IGF1R JAK1 JAK2 KCNIP3 MAP2K1 MAP2K3 MAP2K6 MAPK1 MAPK14 MAPK3 MTOR MYL12B PDE4D PDPK1 PIK3CA PIK3R1 PIK3R2 PLCB1 PLD1 RAF1 RALGDS RAP1A RAP1B RAP1GAP RB1 RBL2 RPS6 RPS6KA1 RPS6KB1 SCRIB SRC STAT1 STAT3 TSHB TSHR WP_THYROXINE_THYROID_HORMONE_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_THYROXINE_THYROID_HORMONE_PRODUCTION ACY1 ANO1 CGA CLCN5 CREB1 DUOX1 DUOX2 ELK1 MAP2K1 MAP2K2 MAPK1 MAPK3 NFKB1 PRKAA1 PRKAA2 PRKCA RAF1 RAP1A RAP1B SLC26A6 SLC5A5 TG TPO TRH TSHR WP_TLR4_SIGNALING_AND_TOLERANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TLR4_SIGNALING_AND_TOLERANCE CHUK CXCL8 IFNB1 IKBKB IKBKE IKBKG IL6 INPP5D IRAK1 IRAK3 IRAK4 IRF3 IRF7 MAP3K7 MYD88 NFKB1 NFKBIA RIPK1 TAB1 TAB2 TBK1 TICAM1 TIRAP TLR4 TNF TRAF3 TRAF6 TRAM1 WP_TNF_ALPHA_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TNF_ALPHA_SIGNALING_PATHWAY AKT1 APAF1 BAD BAX BCL2L1 BID BIRC2 BIRC3 BTRC CASP3 CASP7 CASP8 CASP9 CDC37 CFLAR CHUK CREBBP CSNK2A1 CUL1 CYBA DIABLO FADD FBXW11 GLUL GRB2 HRAS HSP90AA1 IKBKB IKBKG JUN KRAS KSR1 KSR2 MADD MAP2K3 MAP2K4 MAP2K6 MAP2K7 MAP3K1 MAP3K14 MAP3K3 MAP3K5 MAP3K7 MAP3K8 MAP4K2 MAPK1 MAPK3 MAPK8 MAPK9 NFKB1 NFKB2 NFKBIA NFKBIB NFKBIE NOX1 NOXO1 NRAS NSMAF OTUD7B PLK1 PPP2CA PRKCZ PSMD2 PTPRCAP PYGL RAC1 RAF1 REL RFFL RFK RIPK1 RIPK3 SKP1 SMPD2 SOS1 TAB1 TAB2 TAB3 TANK TBK1 TNF TNFAIP3 TNFRSF1A TNFRSF1B TRADD TRAF1 TRAF2 TRAP1 TXN WP_TNF_RELATED_WEAK_INDUCER_OF_APOPTOSIS_TWEAK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TNF_RELATED_WEAK_INDUCER_OF_APOPTOSIS_TWEAK_SIGNALING_PATHWAY AKT1 AKT2 BIRC2 BIRC3 CASP3 CASP7 CASP8 CHUK CTNNB1 FADD GSK3B HDAC1 IKBKB JUN MAP3K14 MAP3K7 MAPK1 MAPK14 MAPK3 MAPK8 MAPK9 NFKB1 NFKB2 NFKBIA NFKBIB RAC1 RAF1 RELA RELB RIPK1 TNF TNFRSF12A TNFSF12 TRAF1 TRAF2 TRAF3 TRAF5 TRIM63 WP_TOLL_LIKE_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TOLL_LIKE_RECEPTOR_SIGNALING_PATHWAY AKT1 AKT2 AKT3 CASP8 CCL3 CCL4 CCL5 CD14 CD40 CD80 CD86 CHUK CXCL10 CXCL11 CXCL8 CXCL9 FADD FOS IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR1 IFNAR2 IFNB1 IKBKB IKBKE IKBKG IL12A IL12B IL1B IL6 IRAK1 IRAK4 IRF3 IRF5 IRF7 JUN LBP LY96 MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K6 MAP2K7 MAP3K7 MAP3K8 MAPK1 MAPK10 MAPK11 MAPK12 MAPK13 MAPK14 MAPK3 MAPK8 MAPK9 MYD88 NFKB1 NFKBIA NFKBIB PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 RAC1 RELA RIPK1 SPP1 STAT1 TAB1 TAB2 TAB3 TBK1 TICAM1 TICAM2 TIRAP TLR1 TLR2 TLR3 TLR4 TLR5 TLR6 TLR7 TLR8 TLR9 TNF TOLLIP TRAF3 TRAF6 WP_TOLL_LIKE_RECEPTOR_SIGNALING_RELATED_TO_MYD88 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TOLL_LIKE_RECEPTOR_SIGNALING_RELATED_TO_MYD88 CHUK IKBKB IKBKE IKBKG IRAK1 IRAK4 IRF3 IRF7 MAPK1 MYD88 NFKB1 NFKB2 REL RELA RELB TBK1 TICAM1 TICAM2 TIRAP TLR1 TLR2 TLR3 TLR4 TLR5 TLR6 TLR7 TLR8 TLR9 TOLLIP TRAF3 TRAF6 WP_TP53_NETWORK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TP53_NETWORK ABL1 ATM BAX BBC3 BCL2 BID BOK CDKN1A CDKN2A GADD45A MDM2 MYC OTX2 PMAIP1 SUMO1 TNFSF10 TP53 TP63 TP73 WP_TRANSCRIPTIONAL_ACTIVATION_BY_NRF2_IN_RESPONSE_TO_PHYTOCHEMICALS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TRANSCRIPTIONAL_ACTIVATION_BY_NRF2_IN_RESPONSE_TO_PHYTOCHEMICALS AIMP2 CEBPB EPHB2 GCLC GCLM GSTA2 HMOX1 KEAP1 MAF MAPK8 NFE2L2 NQO1 PIK3CA PRKCA SLC7A11 WP_TRANSCRIPTIONAL_CASCADE_REGULATING_ADIPOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TRANSCRIPTIONAL_CASCADE_REGULATING_ADIPOGENESIS CEBPA CEBPB CEBPD CEBPG DDIT3 EGR2 GATA2 GATA3 KLF15 KLF2 KLF5 PPARG SREBF1 WP_TRANSCRIPTION_CO_FACTORS_SKI_AND_SKIL_PROTEIN_PARTNERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TRANSCRIPTION_CO_FACTORS_SKI_AND_SKIL_PROTEIN_PARTNERS HDAC1 HDAC3 ING2 LATS1 LATS2 MECP2 MERTK NF1 PRMT5 SATB2 SIN3A SKI SKIL STK3 TEAD1 TEAD2 TEAD3 TEAD4 WP_TRANSCRIPTION_FACTORS_REGULATE_MIRNAS_RELATED_TO_CARDIAC_HYPERTROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TRANSCRIPTION_FACTORS_REGULATE_MIRNAS_RELATED_TO_CARDIAC_HYPERTROPHY AKT1 AKT2 MIR29A MYEF2 NFKB1 PPP3R1 RASGRF1 STAT3 TGFB1 WP_TRANSCRIPTION_FACTOR_REGULATION_IN_ADIPOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TRANSCRIPTION_FACTOR_REGULATION_IN_ADIPOGENESIS ADIPOQ CEBPA CEBPB CEBPD CREB1 FOXO1 IL6 INSR IRS1 IRS2 LEP LPIN1 MAPK8 NR3C1 NRIP1 PCK2 PPARG PPARGC1A RXRA SLC2A4 TNF TWIST1 WP_TRANSLATION_FACTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TRANSLATION_FACTORS CLUH EEF1A1 EEF1A2 EEF1B2 EEF1D EEF1G EEF2 EEF2K EIF1 EIF1AX EIF1AY EIF2AK1 EIF2AK2 EIF2AK3 EIF2B1 EIF2B2 EIF2B3 EIF2B4 EIF2B5 EIF2S1 EIF2S2 EIF2S3 EIF3A EIF3B EIF3C EIF3D EIF3E EIF3F EIF3G EIF3H EIF3I EIF3J EIF4A1 EIF4A2 EIF4B EIF4E EIF4EBP1 EIF4EBP2 EIF4EBP3 EIF4G1 EIF4G3 EIF4H EIF5 EIF5A EIF5B EIF6 ETF1 GSPT2 PABPC1 PAIP1 WP_TRANSLATION_INHIBITORS_IN_CHRONICALLY_ACTIVATED_PDGFRA_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TRANSLATION_INHIBITORS_IN_CHRONICALLY_ACTIVATED_PDGFRA_CELLS AKT1 AKT2 AKT3 CSNK2A1 EIF4A1 EIF4A2 EIF4B EIF4E EIF4EBP1 EIF4G1 EIF4G3 MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K5 MAP2K6 MAP2K7 MAPK1 MAPK10 MAPK14 MAPK3 MAPK8 MAPK9 MTOR PDCD4 PDK1 PIK3CA PIK3CB PIK3CG PIK3R1 PIK3R2 PIK3R3 PIM1 PIM2 PRKACA PRKCA PRKCD RPS6 RPS6KA1 RPS6KA2 RPS6KA4 RPS6KA5 RPS6KB1 RPS6KB2 RPTOR WP_TRANS_SULFURATION_ONE_CARBON_METABOLISM_AND_RELATED_PATHWAYS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TRANS_SULFURATION_ONE_CARBON_METABOLISM_AND_RELATED_PATHWAYS AGXT2 AHCY AHCYL1 AHCYL2 AMT BAAT BCAT1 BCAT2 BHMT BHMT2 CBS CDO1 CEPT1 CHDH CHKA CHKB CHPT1 CSAD CTH DHFR DHFR2 DMGDH DNM1 DNMT3A DNMT3B DNMT3L ENSG00000274276 ETNK1 ETNK2 GAD1 GAD2 GCLC GCLM GNMT GPX1 GPX2 GPX3 GPX4 GPX5 GPX6 GPX7 GSR GSS MAT1A MAT2A MAT2B MTHFD1 MTHFD1L MTHFD2 MTHFD2L MTHFR MTR PCYT1A PCYT1B PCYT2 PEMT PHGDH PLD1 PSAT1 PSPH SARDH SHMT1 SHMT2 SOD1 SOD2 SOD3 TYMS WP_TRANS_SULFURATION_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TRANS_SULFURATION_PATHWAY AHCY CBS CSAD CTH DNMT1 GCLM GOT1 MAT2B MPST MTR WP_TRIACYLGLYCERIDE_SYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TRIACYLGLYCERIDE_SYNTHESIS AGPAT1 AGPAT2 AGPAT3 AGPAT4 AGPAT5 AGPS DGAT1 DGAT2 GK GK2 GNPAT GPAM GPD1 LIPC LIPE LIPF LPL MOGAT1 MOGAT2 MOGAT3 PLPP1 PLPP2 PLPP3 PNPLA2 WP_TROP2_REGULATORY_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TROP2_REGULATORY_SIGNALING ABCC1 ACVRL1 BAX BCL2 CCND1 CCNE1 CDH1 CDK2 CDK4 CDKN1B CDKN2A CHEK1 CLDN1 CLDN7 CTNNB1 EGFR FN1 IGF1 IGF1R IGF2 IGF2R ITGA5 ITGB1 JAK2 JUN MDK MMP13 NFKB1 NOTCH1 PAK4 PECAM1 PIK3R1 PRKCA PRKCD PSEN2 PTEN PTK2 RAC1 RACK1 RB1 SRC STAT1 TACSTD2 TLN1 VIM WP_TRYPTOPHAN_CATABOLISM_LEADING_TO_NAD_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TRYPTOPHAN_CATABOLISM_LEADING_TO_NAD_PRODUCTION AADAT AFMID HAAO IDO1 KMO KYNU NADSYN1 NAMPT NAPRT NMNAT1 NMNAT2 NMNAT3 NMRK1 NMRK2 QPRT TDO2 WP_TRYPTOPHAN_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TRYPTOPHAN_METABOLISM AADAT AANAT ACAT1 ACMSD AFMID AHR ALDH2 ALDH8A1 AOC1 AOX1 ASMT CAT CYP1A1 DDC DLD ECHS1 GCDH GOT2 HAAO HADH IDO1 IDO2 IL4I1 INMT KMO KYAT1 KYAT3 KYNU MAOA STAT1 TDO2 TPH1 TPH2 WP_TUMOR_SUPPRESSOR_ACTIVITY_OF_SMARCB1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TUMOR_SUPPRESSOR_ACTIVITY_OF_SMARCB1 ACTL6A ACTL6B ARID1A ARID1B CDK4 CDK6 CDKN2A DPF1 DPF2 DPF3 EED EZH2 GLI1 GLI2 GLI3 GLI4 H3-3A H3-3B PTCH1 RB1 RBBP4 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMO SUZ12 WP_TYPE_2_PAPILLARY_RENAL_CELL_CARCINOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TYPE_2_PAPILLARY_RENAL_CELL_CARCINOMA ARNT ARNT2 BIRC7 CADM2 CDKN1A COL21A1 CREBBP CTSK CUL2 DIAPH1 DVL2 EGLN1 EGLN2 EGLN3 ELOB ELOC EP300 EPAS1 FH HIF1A PDGFB PRCC RBX1 SETD2 SFPQ SLC2A1 TFE3 TFEB TGFA TGFB1 TGFB2 TGFB3 VEGFA VHL WP_TYPE_III_INTERFERON_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TYPE_III_INTERFERON_SIGNALING IFNL1 IFNL2 IFNL3 IFNLR1 IL10RB IRF9 JAK1 STAT1 STAT2 TYK2 WP_TYPE_II_DIABETES_MELLITUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TYPE_II_DIABETES_MELLITUS ADIPOQ CACNA1A GK IKBKB INS-IGF2 INSR IRS1 KCNJ11 MAFA MAPK1 MAPK8 MTOR PDX1 PHKA2 PIK3R5 PRKCZ SLC2A2 SLC2A4 SOCS4 SURF1 TNF WP_TYPE_II_INTERFERON_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TYPE_II_INTERFERON_SIGNALING CIITA CXCL10 CXCL9 CYBB EIF2AK2 GBP1 H4C14 HLA-B ICAM1 IFI6 IFIT2 IFNA2 IFNB1 IFNG IFNGR1 IFNGR2 IL1B IRF1 IRF2 IRF4 IRF8 IRF9 ISG15 JAK1 JAK2 NOS2 OAS1 PRKCD PSMB9 PTPN11 REG1A SOCS1 SOCS3 SPI1 STAT1 STAT2 TAP1 WP_TYPE_I_COLLAGEN_SYNTHESIS_IN_THE_CONTEXT_OF_OSTEOGENESIS_IMPERFECTA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TYPE_I_COLLAGEN_SYNTHESIS_IN_THE_CONTEXT_OF_OSTEOGENESIS_IMPERFECTA ADAMTS2 BMP1 COL1A1 COL1A2 COLGALT1 CREB3L1 CRTAP FKBP10 FZD1 IFITM5 ITPR1 LOX LRP5 LRP6 MBTPS1 MBTPS2 MIA3 P3H1 P3H2 P4HA1 P4HA2 P4HB PLOD1 PLOD2 PPIB SERPINF1 SERPINH1 SP7 TMEM38B TNFRSF11A TNFRSF11B TNFSF11 WNT1 WP_TYPE_I_INTERFERON_INDUCTION_AND_SIGNALING_DURING_SARS_COV_2_INFECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TYPE_I_INTERFERON_INDUCTION_AND_SIGNALING_DURING_SARS_COV_2_INFECTION ACE2 EIF2AK2 IFIH1 IFNAR1 IFNAR2 IKBKE IRAK4 IRF3 IRF7 IRF9 JAK1 MAVS MYD88 OAS1 OAS2 OAS3 RIGI STAT1 STAT2 TBK1 TLR2 TLR3 TLR4 TLR6 TLR7 TLR9 TMPRSS2 TRAF3 TRAF6 TREML4 TYK2 WP_TYROBP_CAUSAL_NETWORK_IN_MICROGLIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TYROBP_CAUSAL_NETWORK_IN_MICROGLIA ABCC4 ADAP2 APBB1IP BIN2 C1QC C3 CAPG CD37 CD4 CD84 CREB3L2 CXCL16 CYTL1 DPYD ELF4 FKBP15 GAL3ST4 GAPT GIMAP2 GPX1 HCLS1 HLX IGSF6 IL10RA IL13RA1 IL18 ITGAM ITGAX ITGB2 KCNE3 LGALS9C LHFPL2 LOXL3 LYL1 MAF NCF2 NCKAP1L NPC2 NRROS PLEK PPP1R18 PYCARD RBM47 RGS1 RNASE6 RPS6KA1 RUNX3 SAMSN1 SFT2D2 SH2B3 SLC1A5 SLC7A7 SPP1 STAT5A TCIRG1 TGFBR1 TMEM106A TNFRSF1B TYROBP ZFP36L2 WP_TYROSINE_METABOLISM_AND_RELATED_DISORDERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TYROSINE_METABOLISM_AND_RELATED_DISORDERS FAH GSTZ1 HGD HPD TAT WP_T_CELL_ACTIVATION_SARS_COV_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_T_CELL_ACTIVATION_SARS_COV_2 AKT1 BAX BCL10 BCL2L1 CARD11 CCL19 CCL28 CCND1 CD247 CD28 CD3D CD3E CD3G CD4 CD80 CD86 CDKN1A CDKN2A CHUK CTLA4 DEPTOR FOS FOXO3 FYN GRAP2 GRB2 GSK3B HLA-DRA HLA-DRB1 HRAS ICOS IFNAR1 IFNAR2 IFNB1 IFNG IKBKB IKBKG IL12A IL12B IL12RB1 IL12RB2 IL17A IL18R1 IL2 IL23A IL23R IL4 IRF2BPL ITPR1 JAK2 JUN LAT LCK LCP2 LTA MALT1 MAP2K1 MAP2K2 MAPK1 MAPK3 MLST8 MTOR MYD88 NFATC1 NFKB1 NFKBIA PDPK1 PIK3CD PIK3R1 PLCG1 PPP3CC PRKCQ PTEN PTPRC RAF1 RASGRP1 RELA RHEB RICTOR RPTOR SOS1 STAT4 TNF TP53 TSC1 TSC2 TYK2 ZAP70 WP_T_CELL_ANTIGEN_RECEPTOR_TCR_PATHWAY_DURING_STAPHYLOCOCCUS_AUREUS_INFECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_T_CELL_ANTIGEN_RECEPTOR_TCR_PATHWAY_DURING_STAPHYLOCOCCUS_AUREUS_INFECTION AHSA1 AKT1 BCL10 CALM1 CARD11 CBL CD28 CD3D CD4 CD40LG CD8A CDK4 CHP1 CHUK CSF2 CTLA4 DAG1 DLG1 FOS FYN GRAP2 GRB2 GSK3B ICOS IFNG IKBKB IKBKG IL10 IL2 IL4 IL5 ITK JUN LAT LCK LCP2 MALT1 MAP2K1 MAP2K2 MAP2K7 MAP3K14 MAP3K7 MAP3K8 MAPK3 MAPK9 NCK1 NFATC2 NFKB1 NFKBIA PAK1 PDCD1 PDK1 PIK3CA PLCG1 PRKCQ PTPN6 PTPRC RAF1 RRAS SOS1 TNF ZAP70 WP_T_CELL_MODULATION_IN_PANCREATIC_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_T_CELL_MODULATION_IN_PANCREATIC_CANCER ARG1 B2M CCL17 CCL22 CD226 CD274 CD276 CD28 CD40 CD40LG CD80 CD86 CTLA4 CXCL12 ENTPD1 FAP FAS FASLG HAVCR2 HLA-A ICOS IDO1 IL10 IL6 LGALS1 LGALS3 LGALS9 NT5E PDCD1 PDCD1LG2 PGF PVR TGFB1 TGFB2 TGFB3 TIGIT TNFRSF4 TNFRSF9 TNFSF4 TNFSF9 VEGFA VEGFB VEGFC VEGFD VSIR VTCN1 WP_T_CELL_RECEPTOR_AND_CO_STIMULATORY_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_T_CELL_RECEPTOR_AND_CO_STIMULATORY_SIGNALING AKT1 CALM1 CD28 CD8A CD8B CSNK1A1 CTLA4 DYRK1A DYRK2 FYN GSK3A GSK3B IL2 ITK LCK NFATC2 NFKB1 NFKBIA PDCD1 PDK1 PLCG1 PPP3CA PRKCA PTEN PTPN6 RASA1 RASGRP1 ZAP70 WP_T_CELL_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_T_CELL_RECEPTOR_SIGNALING_PATHWAY AKT1 ATF2 BCL10 CARD11 CBL CBLB CD247 CD28 CD3D CD3E CD3G CD4 CD8A CDC42 CHUK CREB1 CRK CRKL DBNL FOS FYB1 FYN GAB2 GRAP2 GRB2 HRAS ICOS IKBKB IKBKG ITK ITPR1 JUN LAT LCK LCP2 MALT1 MAP2K1 MAP2K2 MAP3K14 MAP3K7 MAP3K8 MAP4K1 MAPK1 MAPK14 MAPK3 MAPK8 MAPK9 NCK1 NFATC1 NFATC2 NFKB1 NFKBIA PAK1 PDPK1 PIK3R1 PIK3R2 PLCG1 PRKCD PRKCQ PSTPIP1 PTK2B PTPN11 RAF1 REL RELA RIPK2 SH2B3 SHC1 SKAP1 SOS1 TRAF6 VAV1 VAV3 WAS ZAP70 WP_UDP_DERIVED_SUGARS_SYNTHESIS_IN_FIBROBLASTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_UDP_DERIVED_SUGARS_SYNTHESIS_IN_FIBROBLASTS GALE GCK GFPT1 GPI HK1 HK2 HK3 PGM1 PGM3 UGDH UXS1 WP_ULCERATIVE_COLITIS_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ULCERATIVE_COLITIS_SIGNALING FOXP3 GATA3 HLA-DMA IFNG IL10 IL13 IL2RG IL4 IL4R IL5 MAF NFATC1 NFKB1 NOD2 STAT6 TGFB1 TLR2 TNF WP_UNFOLDED_PROTEIN_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_UNFOLDED_PROTEIN_RESPONSE ATF4 ATF6 BBC3 BCL2 BCL2L11 BID CASP1 CASP2 DDIT3 EIF2AK3 EIF2S1 ERN1 HSPA5 IL1B MBTPS1 MBTPS2 NFE2L2 PMAIP1 PPP1R15A RTCB TNFRSF10B TP53 TXNIP XBP1 WP_UREA_CYCLE_AND_ASSOCIATED_PATHWAYS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_UREA_CYCLE_AND_ASSOCIATED_PATHWAYS ALDH4A1 ARG1 ASL ASS1 CPS1 FH GLS2 GLUD1 GOT1 GOT2 GPT LDHB MDH1 MDH2 NAGS OAT OTC PYCR1 SLC25A12 SLC25A13 SLC25A15 WP_UREA_CYCLE_AND_METABOLISM_OF_AMINO_GROUPS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_UREA_CYCLE_AND_METABOLISM_OF_AMINO_GROUPS ACY1 ALDH18A1 ARG1 ARG2 ASL ASS1 CKB CKM CPS1 GAMT GATM GLUD1 NAGS OAT ODC1 OTC PYCR1 PYCR3 SARDH SMS SRM WP_UREA_CYCLE_AND_RELATED_DISEASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_UREA_CYCLE_AND_RELATED_DISEASES ARG1 ASL ASS1 CPS1 GLS2 NAGS OTC SLC25A13 SLC25A15 WP_UROTENSIN_II_MEDIATED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_UROTENSIN_II_MEDIATED_SIGNALING_PATHWAY ABCA1 ACTA2 AGTR1 AIFM2 AKT1 ALOX5 BAX BCL2 CAMK2A CASP3 CASP9 CCNE1 CDK1 CDK2 CHUK COL1A1 COL2A1 COL3A1 CREBBP CTNNB1 CYBA CYBB DDIT3 EGFR EP300 ESPL1 FN1 FSCN1 GSK3A GSK3B HDAC5 HMOX1 HSPA2 ICAM1 IKBKB IL1B IL6 IRF3 JAK2 MAPK1 MAPK14 MAPK3 MAPK8 MAPK9 MMP2 MMP9 NCF1 NCF2 NCF4 NFKB1 NOX4 NPPA NPPB PCNA PLN PRKACA PTEN PTPN11 RELA RHOA SMAD2 SMAD3 STAT3 TGFB1 TNF TRPC4 UTS2 UTS2R VCAM1 WP_VALPROIC_ACID_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_VALPROIC_ACID_PATHWAY ABAT ACADSB ACSM1 CYP2A6 CYP2B6 CYP2C9 EHHADH HADHA HADHB HDAC1 HSD17B10 IVD WP_VASOPRESSIN_REGULATED_WATER_REABSORPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_VASOPRESSIN_REGULATED_WATER_REABSORPTION ADCY3 ADCY6 ADCY9 AQP2 AQP3 AQP4 ARHGDIA ARHGDIB ARHGDIG AVP AVPR2 CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 DCTN1 DCTN2 DCTN4 DCTN5 DCTN6 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNC2H1 DYNC2LI1 DYNLL1 DYNLL2 GNAS NSF PRKACA PRKACB PRKACG RAB11A RAB11B RAB5A RAB5B RAB5C STX4 VAMP2 WP_VEGFA_VEGFR2_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_VEGFA_VEGFR2_SIGNALING ABCF2 ABL1 ACACA ACACB ACKR3 ACOT9 ACP1 ACTG1 ADAM10 ADAM9 ADAMTS1 ADAMTS9 ADRB2 AFDN AKT1 AKT1S1 ALB ALDOA AMOT ANXA1 AP2A1 AP2S1 APOLD1 ARF4 ARF6 ARHGEF15 ARMCX1 ARNT ARPC5L ARRB2 ASCC3 ATF2 ATF4 ATF6 ATP6V0D1 ATP6V1E1 BCAR1 BCL2 BCL2L1 BIN1 BIRC5 BMP10 BMP2 BMX BRD4 BSG C15orf39 CACNA2D1 CALR CALU CAMKK2 CAPN2 CAPZB CAV1 CBL CCDC124 CCL2 CCN1 CCN2 CCND1 CCRL2 CCT7 CDC42 CDC42BPB CDH5 CFL1 CGNL1 CHAC1 CLIC1 CLTC CNP COPG1 CREB1 CREBBP CRIP2 CRK CSK CSRP1 CSRP2 CTNNA1 CTNNB1 CTNND1 CXCL8 CYBB CYCS CYP2C8 DECR1 DHX29 DHX36 DKK1 DLL4 DNAJA1 DNAJB4 DNAJB9 DOK1 DPM1 DSC1 DUSP5 EEA1 EGR1 EGR3 EIF2A EIF2AK3 EIF3D EIF3F EIF3H EIF4E EIF4G1 EIF4G2 ELK1 ELOA ELOC ENG EPB41 EPHA2 EPHB2 EPN1 EPRS1 EPS15 ERG ERN1 ETS1 EWSR1 EZR F3 FADD FAF1 FAM120A FARSB FAS FBXW11 FGA FGB FGD5 FGG FHL2 FHOD1 FJX1 FLII FLNB FLT1 FMNL3 FN1 FOXO1 FOXO3 FOXO4 FRS2 FSCN1 FUT1 FXR2 FYN GAB1 GAPDH GATA2 GIGYF2 GIPC1 GJA1 GLUD1 GPC1 GPX1 GRB10 GRB2 GRSF1 GSK3B HBD HBEGF HDAC1 HDAC4 HDAC5 HDAC7 HDAC9 HERPUD1 HGS HLX HMGB1 HRAS HSP90AA1 HSPA1A HSPB1 HTRA1 HYOU1 ICAM1 IDH2 IER5 IGFBP3 IGFBP7 INPP4B INPP5K IQGAP1 ITCH ITGAV ITGB1 ITGB3 ITGB5 JAG1 JUN KANK1 KATNAL2 KCNC3 KDR KL LARP7 LDB2 LDHA LIMK1 LMAN1 LRRC59 LRRFIP2 LUC7L MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K6 MAP2K7 MAP3K5 MAPK1 MAPK12 MAPK14 MAPK3 MAPK8 MAPK9 MAPKAP1 MAPKAPK2 MAPKAPK5 MDM2 MEF2C MICAL2 MIR1915HG MKNK1 MLST8 MMP10 MMP14 MMP2 MMRN2 MOV10 MTOR MYH11 MYH9 MYL2 MYO1C MYO6 NAP1L1 NAPA NCF1 NCF2 NCK1 NCL NDRG1 NEXN NFATC1 NFATC2 NFKB1 NFKBIA NOS3 NOTCH4 NOX4 NR4A1 NR4A2 NR4A3 NRARP NRP2 NUMB OCLN OCRL P4HA2 P4HB PABPC1 PAK1 PAK2 PBK PBXIP1 PDE4DIP PDIA6 PDPK1 PFN1 PGD PGF PGK1 PIK3CA PIK3R1 PIK3R2 PLA2G4A PLA2G5 PLAU PLAUR PLCB3 PLCG1 PLOD3 PNP PPM1G PPP1CA PPP2CA PPP3CA PRDX2 PRDX6 PRKAA1 PRKAA2 PRKCA PRKCB PRKCD PRKCE PRKCI PRKCZ PRKD1 PRKD2 PRKG1 PRKRA PRRC2C PSMD11 PSMD4 PTGS2 PTK2 PTK2B PTMA PTPN1 PTPN11 PTPN14 PTPN6 PTPN9 PTPRJ PTPRZ1 PXN QKI RAB11A RAB37 RAB4A RAB5A RAC1 RACK1 RAF1 RAP1A RAP1B RAPGEF1 RBM39 RCAN1 RCAN2 RCN1 RELA RHOA RHOC RHOJ RICTOR RND1 ROCK1 ROCK2 RPL10A RPL13A RPL18A RPL26 RPL27 RPL5 RPL7 RPLP2 RPS11 RPS6 RPS6KA5 RPS6KB1 S1PR1 SARS1 SCUBE2 SDCBP SDF2L1 SELE SEMA6D SET SH2D2A SH3BGRL3 SHB SHC1 SHC2 SHROOM2 SIAH2 SLC25A11 SLC25A25 SLC2A14 SLC7A1 SLC8A1 SMARCA2 SND1 SOD2 SPIRE1 SRC SRF SRP54 SRPK1 SSR3 SSR4 STAM STAT1 STAT3 STAT6 STIP1 SYNJ1 TAL1 TAOK2 TBCA TEAD4 TFAM TFCP2 TKT TMEM170A TMOD1 TMOD3 TMSB10 TMSB4X TNFRSF10C TNFRSF25 TNXB TPCN2 TPM3 TPP1 TRAF3IP2 TRIP4 TRPC1 TRPC3 TUBA1C TUBB8 TXN TXNDC5 TXNIP UBAP2L USP10 VAV2 VCL VEGFA VPS39 WASF1 YWHAE ZC3H15 ZNF555 WP_VITAMIN_A1_AND_A5_X_PATHWAYS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_VITAMIN_A1_AND_A5_X_PATHWAYS RARA RARB RARG RXRA RXRB RXRG WP_VITAMIN_A_AND_CAROTENOID_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_VITAMIN_A_AND_CAROTENOID_METABOLISM ABCG5 ABCG8 ADH1A ADH4 ALDH1A1 ALDH1A2 ALDH1A3 AWAT2 BCO1 BCO2 CD36 CRABP1 CRABP2 CYP26A1 CYP26B1 CYP2E1 DGAT1 DHRS3 LPL LRAT MAPK1 NPC1L1 RARA RARB RARG RBP1 RBP2 RBP4 RBP7 RDH10 RDH12 RDH5 RDH8 RETSAT RLBP1 RPE65 RXRA RXRB RXRG SCARB1 SDR16C5 SULT1A1 SULT2B1 WP_VITAMIN_B12_DISORDERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_VITAMIN_B12_DISORDERS AMN CBLIF CD320 CUBN MMAA MMAB MMACHC MMADHC MMUT MTR MTRR TCN1 TCN2 WP_VITAMIN_B12_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_VITAMIN_B12_METABOLISM ABCA1 ALB APOA1 APOB APOE CBLIF CBS CCL2 CCL5 CRP CTH CUBN F2 F7 HBA1 HBB ICAM1 IFNG IL1B IL6 INS INSR LDLR LRP2 MAT1A MCEE MMAB MMUT MPO MTHFR MTR MTRR NFKB1 NFKB2 PLAT PLG RELA SAA1 SAA2 SAA3P SAA4 SCARB1 SERPINA3 SERPINE1 SHMT2 SOD1 SOD2 SOD3 TCN1 TCN2 TNF WP_VITAMIN_B6_DEPENDENT_AND_RESPONSIVE_DISORDERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_VITAMIN_B6_DEPENDENT_AND_RESPONSIVE_DISORDERS ALDH7A1 ALPI ALPL PDXK PIGV PLPBP PNPO WP_VITAMIN_D_IN_INFLAMMATORY_DISEASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_VITAMIN_D_IN_INFLAMMATORY_DISEASES CHUK DUSP1 IKBKB IKBKG IL6 MAP2K3 MAP2K6 MAP3K1 MAPK14 MED14 NFATC1 NFKB1 NFKBIA NR3C1 PPP3CA PPP3R1 RELA RXRA SMAD3 SMAD4 TNF VDR WP_VITAMIN_D_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_VITAMIN_D_METABOLISM CYP24A1 CYP27A1 CYP27B1 CYP2R1 DHCR7 GC PTH RXRA RXRB VDR WP_VITAMIN_D_RECEPTOR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_VITAMIN_D_RECEPTOR_PATHWAY ABCA11P ABCB1 ABCD1 ADAMTS5 ADGRE5 ADRA1B ADRB2 ALOX5 ALPG ALPI ASAP2 ATP2B1 ATP2C2 BCL6 BDKRB1 BGLAP BMP6 BTLA CA9 CAMP CASP14 CASP5 CBS CCNC CCND1 CCNE1 CD14 CD200 CD40 CD9 CDC34 CDK2 CDKAL1 CDKN1A CDKN1B CDKN2A CDKN2B CDKN2C CDKN2D CDX2 CEACAM1 CEBPA CLDN2 CLEC16A CLMN CLPTM1L COL13A1 COLEC11 CRACR2A CRACR2B CREG2 CST1 CST6 CTLA4 CYP1A1 CYP24A1 CYP27B1 CYP2B6 CYP2C9 CYP2D6 CYP2S1 CYP3A4 CYP3A5 CYP7A1 DACT2 DEFB132 DEFB4A DEFB4B DND1 DNER DUSP10 EFNA5 EPHB4 FGF23 FOXO1 G0S2 G6PD GADD45A GXYLT2 HIF1A HILPDA HLA-DQA1 HLA-DQA2 HLA-DRB1 HNF1A HSD17B2 ID1 ID4 IGFBP1 IGFBP3 IGFBP5 IGSF9B IL12A IL1RL1 IL25 IRF4 IRF5 IRF8 ITGAM JUNB KL KLF4 KLK6 KNG1 KRT13 KRT16 KRT34 KRT38 KRT71 KRTAP10-2 KRTAP10-4 KRTAP10-7 KRTAP10-9 KRTAP12-2 KRTAP4-1 KRTAP5-1 KRTAP5-4 KRTAP8-1 LCE1D LCE1F LCE2B LGALS9 LPGAT1 LRP5 LRRC25 LRRC8A MED9 MX2 MXD1 MYC MYO9B NFATC2 NINJ1 NOX1 NRIP1 ORM1 ORM2 PNOC PPARD PRDM1 PRKCQ PTGER4 PTH PTHLH RASGRP1 RXRA S100A2 S100A4 S100A6 S100A8 S100A9 S100G SALL4 SATB1 SEMA3B SERPINB1 SFRP1 SLC2A4 SLC34A2 SLC37A2 SLC8A1 SOSTDC1 SPP1 SPRR1B STAM STEAP4 STS SULT1C2 SULT2A1 TGFB1 TGFB2 THBD TIMP2 TIMP3 TNFAIP3 TNFRSF11B TNFSF11 TNFSF4 TPM1 TRAK1 TREM1 TRPV5 TRPV6 VDR ZNF257 WP_VITAMIN_D_SENSITIVE_CALCIUM_SIGNALING_IN_DEPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_VITAMIN_D_SENSITIVE_CALCIUM_SIGNALING_IN_DEPRESSION ATP2B1 ATP2B2 ATP2B3 ATP2B4 BCL2 CACNA1C CALB1 CHRM1 CYP27A1 CYP27B1 G6PD GCLC GGT1 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRM5 GSR ITPR1 ITPR2 ITPR3 KCNQ2 KCNQ3 KDM1A KDM1B KDM3A KDM6B NFE2L2 PVALB RXRA SLC8A1 TPH1 TPH2 VDR WP_VITAMIN_K_METABOLISM_AND_ACTIVATION_OF_DEPENDENT_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_VITAMIN_K_METABOLISM_AND_ACTIVATION_OF_DEPENDENT_PROTEINS AIFM2 F10 F2 F7 F9 GGCX NQO1 PROC PROS1 PROZ UBIAD1 VKORC1 VKORC1L1 WP_WARBURG_EFFECT_MODULATED_BY_DEUBIQUITINATING_ENZYMES_AND_THEIR_SUBSTRATES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_WARBURG_EFFECT_MODULATED_BY_DEUBIQUITINATING_ENZYMES_AND_THEIR_SUBSTRATES AKT1 FBP1 FOXO1 G6PC1 HIF1A HK2 KDR LDHA MTOR MYC OTUB2 OTUD6B OTUD7B PGAM1 PGK1 PIK3CA SIRT7 SLC2A1 U2AF2 USP19 USP28 USP37 USP44 USP7 VEGFA VHL WP_WHITE_FAT_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_WHITE_FAT_CELL_DIFFERENTIATION CEBPA CEBPB CEBPD CREB1 CTNNA1 DDIT3 EBF1 EGR2 FOXO1 GATA2 GATA3 INS IRF3 IRF4 KLF15 KLF2 KLF4 KLF5 MECOM NR1H3 NR2F2 NR3C1 PPARG RARA RORA SREBF1 STAT5A STAT5B TCF7L1 TLE3 WNT10B ZNF423 WP_WNT_BETA_CATENIN_SIGNALING_PATHWAY_IN_LEUKEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_WNT_BETA_CATENIN_SIGNALING_PATHWAY_IN_LEUKEMIA AKT1 APC AXIN2 BCL9 CCND1 CSNK1A1 CTNNB1 DKK1 FLT3 FZD6 GSK3B JUP LEF1 LRP5 LRP6 MYC PML PPARD PYGO1 RARA RUNX1T1 SALL4 TCF3 WIF1 WNT1 ZBTB16 WP_WNT_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_WNT_SIGNALING APC AXIN1 CAMK2A CAMK2B CAMK2D CAMK2G CCND1 CCND2 CCND3 CER1 CHD8 CSNK1A1 CSNK1E CSNK2A1 CSNK2A2 CSNK2A3 CSNK2B CTBP1 CTBP2 CTNNB1 CTNNBIP1 CXXC4 DAAM1 DAAM2 DKK1 DKK2 DKK4 DVL1 DVL2 DVL3 FOSL1 FRAT1 FRAT2 FZD1 FZD10 FZD2 FZD3 FZD5 FZD6 FZD7 FZD8 FZD9 GPC4 GSK3B INVS JUN KREMEN1 LEF1 LRP5 LRP6 MAP3K7 MAPK8 MAPK9 MYC NFATC1 NFATC2 NFATC3 NFATC4 NKD1 NKD2 NLK NOTUM PLAU PLCB1 PLCB2 PLCB3 PLCB4 PORCN PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PRICKLE1 PRICKLE2 PRKCA PRKCB PRKCG RAC1 RHOA ROCK2 ROR1 ROR2 RYK SENP2 SERPINF1 SFRP1 SFRP2 SFRP4 SFRP5 SOST SOX17 TCF7 TCF7L1 TCF7L2 VANGL1 VANGL2 WIF1 WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WP_WNT_SIGNALING_IN_KIDNEY_DISEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_WNT_SIGNALING_IN_KIDNEY_DISEASE CTNNB1 DVL1 DVL2 DVL3 FZD1 FZD2 FZD3 FZD4 FZD5 FZD6 FZD7 FZD8 FZD9 INVS LRP5 LRP6 MAPK10 MAPK8 MAPK9 RHOA WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT9B WP_WNT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_WNT_SIGNALING_PATHWAY AKT1 APC ARRB2 AXIN1 BCL9 CCND1 CDK6 CSNK1A1 CSNK1D CSNK1E CSNK1G1 CTBP1 CTNNB1 DVL1 DVL2 DVL3 FRAT1 GCKR GSK3A GSK3B LEF1 LRP5 LRP6 MAP3K7 MAPK1 MAPK8 MAPK9 MTOR NFATC2 NLK PI4K2A PIP5K1B PPARG PRKCA PRKCB PRKCG RAC1 RHOA ROR1 ROR2 RYK SOX1 TCF3 TCF4 TCF7L2 TSC1 TSC2 WP_WNT_SIGNALING_PATHWAY_AND_PLURIPOTENCY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_WNT_SIGNALING_PATHWAY_AND_PLURIPOTENCY APC AXIN1 AXIN2 CCND1 CCND2 CCND3 CD44 CREBBP CSNK1E CTBP1 CTBP2 CTNNB1 CTNND1 DVL1 DVL2 DVL3 EP300 ESRRB FBXW2 FOSL1 FOXD3 FRAT1 FZD1 FZD10 FZD2 FZD3 FZD4 FZD5 FZD6 FZD7 FZD8 FZD9 GSK3B JUN LDLR LEF1 LRP5 LRP6 LRRK2 MAP2K4 MAP3K7 MAPK10 MAPK9 MMP7 MYC NANOG NFYA NKD1 NKD2 NLK PAFAH1B1 PLAU POU5F1 PPARD PPM1J PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R2A PPP2R2B PPP2R2C PPP2R3A PPP2R3B PPP2R5C PPP2R5E PRKCA PRKCB PRKCD PRKCE PRKCG PRKCH PRKCI PRKCQ PRKCZ PRKD1 PTPA RACGAP1 RHOA SOX2 TCF7 TCF7L1 TCF7L2 TP53 WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT9B ZBTB33 WP_ZINC_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ZINC_HOMEOSTASIS MT1A MT1B MT1E MT1F MT1G MT1H MT1L MT1M MT1X MT2A MT3 MT4 MTF1 SLC30A1 SLC30A10 SLC30A2 SLC30A3 SLC30A4 SLC30A5 SLC30A6 SLC30A7 SLC30A8 SLC30A9 SLC39A1 SLC39A10 SLC39A11 SLC39A12 SLC39A13 SLC39A14 SLC39A2 SLC39A3 SLC39A4 SLC39A5 SLC39A6 SLC39A7 SLC39A8 SLC39A9 LET_7A_2_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LET_7A_2_3P AAK1 ABCC5 ABHD17C ABTB2 ADGRG3 ADGRL2 ADGRL3 AFF4 AKAP1 ALX1 ANKS1A ANP32B ANTXR1 AP3S1 AP4M1 ARFGEF1 ARHGAP11A ARHGAP44 ARHGEF3 ARID4B ARL8A ARL8B ATAD2B ATL2 ATP13A3 ATP2A2 ATP5MK ATXN7L3 B3GNT9 BACH2 BAG3 BAP1 BAZ1A BBC3 BCAS1 BCL11B BCL2 BCL6 BRD1 C15orf40 C16orf54 C1QBP C1QL1 C1orf112 CACNA1D CADM2 CCDC126 CCNG2 CCSER1 CD83 CDADC1 CDH11 CDH4 CDYL CIBAR2 CITED2 CNKSR2 CNTN1 COLEC12 CPEB2 CPEB3 CRISPLD1 CTDSPL2 CUL1 CXCL10 CXXC4 DAB2IP DACH1 DCTN2 DCUN1D1 DLC1 DNMT3A DPY19L4 DSCAML1 DYRK4 EBF3 EFEMP1 EIF4ENIF1 ELAVL1 FAM43A FAT1 FAXC FBXL3 FBXO34 FBXO38 FEZF2 FLI1 FLRT1 FLRT3 FLT3LG FMR1 FOXJ3 FUBP1 FZD4 GABPB1 GABRA5 GDF6 GDNF GGNBP2 GNAL GNG5 GRB10 GSK3B HAPLN1 HAT1 HCN1 HECTD2 HID1 HIVEP1 HMGB2 HMGN1 HOXA1 HPS1 HS3ST1 HS6ST3 HSD11B1 IL1RAP IP6K1 IQCK ITGA10 ITGB1 JMJD1C KANSL1L KAT6A KAT6B KCND2 KCNJ6 KCNK1 KDM2B KDM3A KIAA2026 KIF13A KLF7 KPNA4 KRTAP4-9 LARP4 LETM2 LIAS LIN28B LINGO1 LMX1A LRIG1 LRP12 LRRTM3 M6PR MAGI2 MAP3K20 MAP4K3 MBD5 MBNL2 MBTD1 MCOLN3 MEA1 MED13L MEGF11 MEMO1 MRFAP1 MSH3 MXRA5 MYCBP2 MYO1E MYT1L NAMPT NAT8L NCOA6 NECAB1 NECTIN3 NEK6 NET1 NFIA NFKBIA NID1 NKX2-1 NLK NR2F1 OSBPL6 OSR2 PAPPA PAPSS2 PCGF5 PDE4D PDGFRA PDSS2 PGAP1 PGRMC2 PLCB1 POLH PPARGC1A PPP1CC PPP4R1 PRIMA1 PRR20A PRR20B PRR20C PRR20D PRR20E PSMA5 QSER1 RAB14 RAB5C RAD21 RAI1 RALYL RASGRF1 RASL11B RBBP5 RBM27 RBMS1 RBMS3 RD3L REV3L RFX3 RFX4 RMC1 RNF38 ROCK1 RORA RTL8A RXRA RXRG SALL3 SAT1 SDC3 SF3B1 SGK1 SH2B3 SHISA6 SHOC2 SLAIN2 SLC20A2 SLC24A2 SLC35A3 SLC35F3 SLC6A17 SLITRK3 SLITRK5 SMG1 SNAP91 SNRPB2 SP1 SP3 STARD4 STXBP5L SUSD6 SYNGAP1 TAB2 TANC2 TAOK1 TBP TCAF1 TCF7L2 TDO2 TENM3 TGFBRAP1 THAP11 TMEM106B TMEM130 TMEM165 TMEM170B TMSB4Y TMTC1 TNFSF11 TOMM20 TRHDE TSPAN3 UBE2G1 UCK2 UNK USP42 USP6NL VANGL2 VAV2 VAV3 VEZF1 VLDLR WIPI2 WTAP XPO4 ZEB1 ZFAND5 ZIC2 ZNF143 ZNF341 ZNF367 ZNF384 ZNF638 ZNF90 LET_7A_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LET_7A_3P AAK1 AASDH ABI1 ACBD3 ACTL6A ACTR3 ACTR3C ACVR1 ACVR2B ADAM28 ADRB2 AFF3 AGTR1 AHR AKAP10 AKAP12 AKAP13 AKAP6 AKAP9 AKTIP ALDH1L2 ALKBH8 AMMECR1 ANAPC13 ANK3 ANKRD44 ANKS1B ANO4 ANO5 AP1S3 APOOL APP APPL1 ARAP2 ARFGEF2 ARHGAP12 ARHGAP20 ARHGAP44 ARHGEF28 ARHGEF33 ARID1B ARID4A ARID4B ARIH1 ASAH1 ASAP2 ASB11 ATAD5 ATF2 ATG2B ATL1 ATP6V1H ATRX AUTS2 B3GLCT B3GNT2 BAG2 BASP1 BAZ1B BCAP29 BCL6 BDNF BHLHE40 BLOC1S4 BLTP1 BMAL1 BMP3 BMPER BMPR2 BRD1 BRF2 BRIP1 BRWD3 BST1 BTAF1 BTBD3 BTF3L4 BTNL9 C11orf54 C11orf58 C18orf63 C1QBP C1QTNF7 C5orf58 C7orf57 CAB39 CACNA1C CACNA2D1 CADM1 CALN1 CAMTA1 CARF CASP8AP2 CCDC102B CCDC126 CCDC186 CCL7 CCNA2 CCNE2 CCNY CD38 CDC7 CDH20 CDK19 CECR2 CEMIP2 CENPE CEP192 CEP41 CEP57 CEP76 CEPT1 CERT1 CFTR CHD1 CHD3 CIAO2A CILK1 CLASP2 CLDN1 CLDN12 CLDN16 CLIP1 CLOCK CMPK1 CNNM4 CNOT6 CNOT6L CNTN1 COG7 COL11A1 COL19A1 COL1A2 COL4A1 CORO1C CPEB2 CPEB3 CPNE2 CRACD CREBRF CREBZF CRISPLD1 CRY1 CTNNB1 CTR9 CTTNBP2NL CTU2 CUL1 CWC22 CYP7B1 DAAM1 DACH1 DACT1 DCAF6 DCAF7 DCBLD2 DCC DCLK3 DCLRE1B DCUN1D4 DDX21 DENND1B DENND2B DENND4A DERL1 DGKH DKK3 DLL1 DLL4 DLX2 DMTF1 DNAJB5 DNALI1 DNPEP DOCK1 DOCK10 DOCK11 DOP1A DPM1 DR1 DSG2 DUSP6 DYNC2LI1 E2F5 E2F8 EBF3 EDIL3 EEA1 EFNB1 EFR3A EGFL6 EIF1AD EIF4A2 EIF4ENIF1 EIF4G3 ELAVL2 ELK4 ELOVL2 ELOVL7 EMP2 EPHB4 EPS15L1 ERF ERI1 ETS2 F2RL1 F3 FA2H FAM117B FAM204A FAM3C FAM76B FAT3 FBLN5 FBN1 FBXL3 FBXO33 FBXO34 FBXO43 FBXO45 FGD6 FGF7 FGFR2 FLT3LG FNBP4 FNDC3A FNDC3B FOXN2 FOXO1 FOXP1 FREM2 FRMD4B FRMD6 FRS2 FSCN1 FSHB FSTL5 FUT9 FYTTD1 FZD6 GABRG1 GATA3 GDAP1 GDAP2 GIGYF2 GLCCI1 GLS GNA13 GNAI3 GNAL GNAQ GNB4 GOLGA2 GOLIM4 GP1BA GPR158 GPR37 GPRIN3 GRHL3 GRIA3 GRK5 GRM3 GRM5 GSK3B GTF2A1 GTF2I GTF3C3 GUCY1B1 GULP1 HEATR5B HECTD1 HECTD2 HERC2 HES1 HIC1 HIP1 HIPK3 HIVEP2 HMGCR HMGXB4 HNRNPA1 HNRNPA1L2 HNRNPA2B1 HNRNPD HOOK3 HOXA9 HS6ST2 HSPA14 HTR2A HYCC1 HYCC2 ICE1 ID1 ID4 IER5 IGF1R IGFBP1 IKZF2 IMPACT INO80D IPMK IREB2 IRX3 ISM1 ITCH ITGA6 ITGAV ITM2B ITM2C JAG1 JAG2 JAK2 JPH1 KBTBD7 KCNJ15 KDM2B KDM5B KDM6A KDM7A KIAA0408 KIAA1217 KIF11 KIF21A KIF2A KIF3A KIN KLF12 KLF2 KLF3 KLF4 KLHDC2 KLHL2 KMT2C KPNA3 KRAS KRBOX4 L3HYPDH LAMP2 LATS1 LCOR LEMD3 LGALSL LGR4 LHFPL3 LILRA1 LIN54 LIN9 LIPG LIX1L LRCH4 LRP1B LRP6 LRRC1 LRRC32 LRRC4 LRRTM4 LSM14A LTN1 LY75 LYPLAL1 LYSMD3 MAGI1 MALT1 MAN1A1 MAP2 MAP2K3 MAPKAPK5 MARCHF6 MARK1 MAST4 MATN2 MBLAC2 MBNL1 MBNL2 MECOM MED14 MED6 MEF2C MEF2D MEX3B MIF4GD MINDY3 MLLT10 MLLT6 MMAB MMP20 MMS22L MNX1 MON2 MPC2 MRPL44 MSANTD2 MTARC1 MTF1 MYCBP2 MYCN MYT1L N4BP2 NAA16 NAA20 NAA25 NADK2 NASP NBEA NCKAP1 NCOA2 NDC1 NECTIN1 NEUROG2 NF1 NFAT5 NFYB NGDN NKTR NLGN1 NOL4 NPY NPY1R NR2F2 NR3C1 NR4A3 NR5A2 NRBF2 NRP1 NRP2 NUDT11 NUDT12 NUDT4 NUFIP2 NUP35 NUP58 NUP98 OLFML2B OLIG3 OPA1 OTUD4 OTUD6B OTX2 OXR1 PAK2 PALS2 PAN3 PANK3 PARD6B PARPBP PAXBP1 PCDH8 PCSK2 PDE10A PDLIM5 PDZRN3 PEAK1 PECR PEX5L PFKFB3 PHACTR2 PHC3 PHIP PHYHIPL PI15 PIAS1 PIK3C2A PIK3R4 PIKFYVE PLAG1 PLCL2 PLEKHA6 PLPP3 PNISR POLR1F POLR2K POU2AF3 POU4F2 PPFIA2 PPM1A PPM1D PPM1L PPP1R15B PPP1R2 PPP1R21 PPP1R3F PPP3CA PPP4R2 PPP4R3B PRDM16 PRDM2 PRKAA1 PRPF38B PRPF8 PRR12 PRRC1 PSD2 PSD3 PSIP1 PTBP3 PTCH1 PTER PTMS PTPRE PUM1 PUM2 QKI RAB10 RAB11B RAB11FIP2 RAB11FIP3 RAB14 RAB2A RAB3GAP2 RAB6B RAB6D RABGGTB RAD21 RALGDS RAPH1 RASEF RBM12B RBM22 RBPJ RC3H1 RDX RELCH REV3L RFX1 RHOA RHOBTB3 RHOT1 RICTOR RIF1 RIMKLB RIPPLY2 RNF138 RNF149 RNF180 RNF216 RNF24 ROCK1 RORA RPRD1A RPRD1B RPS16 RSF1 RSRP1 RTN1 SALL3 SAMD12 SATB1 SBF2 SCAI SCAMP1 SCARF1 SCN2A SCN7A SCX SDC2 SDHAF3 SEC22C SECISBP2L SELENOK SEMA3C SEPHS1 SEPTIN9 SET SFPQ SGO1 SGTB SH3GL3 SHOC2 SLAIN2 SLC18A2 SLC2A13 SLC34A2 SLC35A3 SLC39A10 SLC39A6 SLC4A5 SLC6A11 SLC6A14 SLC6A17 SLC6A4 SMARCA2 SMARCA5 SNAPC1 SNCAIP SORBS1 SOS2 SOWAHC SOX9 SP4 SP8 SPAST SPEN SPESP1 SPINDOC SPOCK3 SPOPL SPRED1 SPRY1 SPRY2 SPTB SRBD1 SRP9 SRSF1 SRSF11 SRSF2 ST8SIA4 STK24 STK38L STK40 STON2 SUN1 SV2B SYF2 SYNGR3 TAF2 TAF4B TAFA4 TAOK1 TAS2R14 TASP1 TBC1D2B TBR1 TCERG1L TCF20 TCF3 TEAD1 TET2 TET3 TFRC TGFB3 TGFBR3 THAP12 THRB TIGD7 TLE1 TLE4 TM4SF4 TMED7 TMEM132B TMEM87A TMTC2 TMTC4 TNS3 TOB1 TRA2A TRAK1 TRGC1 TRHDE TRIM6 TRIM63 TRPM7 TSHZ3 TSLP TTC30A TTF2 TUT4 TVP23B TVP23C U2SURP UBE2B UBE2H UBE2Q2 UBE2W UBE3C UBFD1 UBL3 UBN1 UBN2 UBQLN1 UBR1 UBTF UBXN7 ULBP1 ULK1 UNC119B USF3 USP12 USP24 USP25 USP32 USP34 UTRN VAPA VAV3 VCL VEZF1 VMA21 WAC WASF3 WDR26 WIPI1 WNT5B WWC1 WWC2 XPO1 YTHDC1 YTHDF3 YY1 ZBTB14 ZBTB39 ZC3H11A ZDHHC20 ZFPM2 ZFY ZFYVE16 ZFYVE21 ZIC1 ZMIZ1 ZMYM4 ZMYM6 ZMYND8 ZNF236 ZNF292 ZNF302 ZNF326 ZNF367 ZNF430 ZNF506 ZNF518B ZNF569 ZNF780A ZNF800 ZNF827 LET_7A_5P_LET_7C_5P_LET_7E_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LET_7A_5P_LET_7C_5P_LET_7E_5P ABCB9 ABCC5 ABL2 ABT1 ACER2 ACSL6 ACTA1 ACVR1C ACVR2A ADAMTS15 ADAMTS8 ADRB2 ADRB3 AEN AGAP1 AGO4 AHCTF1 AKAP6 AMOT AMT ANKRA2 AP1S1 APBB3 ARG2 ARHGAP28 ARHGEF38 ARID3A ARID3B ARL5A ARMT1 ASAP1 ATL2 ATOSB ATP2A2 ATP8B4 B3GNT7 B4GAT1 BACH1 BEGAIN BEND4 BIN3 BSN BZW1 C14orf28 C15orf39 C18orf21 C19orf47 C8orf58 CADM2 CARNMT1 CASP3 CBX5 CCL7 CCND2 CCNJ CD164 CD59 CDC25A CDC34 CDKN1A CEMIP2 CEP120 CEP135 CERCAM CERT1 CHD4 CLCN5 CLDN12 CLDN16 CLP1 CNOT6L CNTRL COIL COL1A2 COL27A1 COL3A1 COL4A1 COL4A2 COL4A6 COL5A2 CPA4 CPEB1 CPEB2 CPEB3 CRTAM DCAF15 DCUN1D2 DDI2 DDTL DDX19A DDX19B DHX57 DIP2A DLC1 DLST DMD DNA2 DNAAF9 DNAJA2 DNAJC1 DPH3 DPP6 DTX2 DTX4 DUSP1 DUSP22 DVL3 E2F2 E2F5 E2F6 EDEM3 EDN1 EEA1 EEF2K EFHD2 EIF4G2 ELF4 ELP1 ENTPD7 ENTREP2 EPHA4 ERCC4 ERCC6 ERO1A ESR2 FAM104A FAM135A FASLG FAXC FBXL12 FGD6 FGF11 FIGN FIGNL2 FNDC3A FNDC3B FNIP1 FNIP2 FRAS1 FRMD4B FZD3 FZD4 GABBR2 GALC GALNT1 GALNT2 GAN GAS7 GATM GCNT4 GDF6 GFM2 GJC1 GNG5 GNPTAB GOLT1B GPATCH2 GPCPD1 GPR26 GTF2I GXYLT1 GYG2 HAND1 HAS2 HDLBP HDX HECTD2 HIC2 HIF1AN HIP1 HMGA2 HOOK1 HOXA1 HOXD1 HSPA14 IGDCC3 IGDCC4 IGF1R IGF2BP1 IGF2BP2 IGF2BP3 IKZF2 IL13 IMPG2 INSR IQCB1 IRS2 ITGB3 KCNC2 KCNJ11 KCTD17 KCTD21 KDM3A KIAA0930 KIAA1958 KLF8 KLF9 KLHDC8B KLHL31 LAMP2 LBR LEPROTL1 LIMD2 LIN28A LIN28B LINGO1 LIPH LIPT2 LPGAT1 LRIG2 LRIG3 MAP3K1 MAP3K9 MAP4K3 MAPK6 MAPK8 MARS2 MASP1 MBD2 MDM4 MED8 MEF2C MEIS2 MFSD4A MIB1 MMS22L MRS2 MTDH MYCN NAP1L1 NEK3 NGF NHLRC3 NIPAL4 NKAPD1 NME4 NME6 NPEPL1 NPHP3 NR6A1 NRAS NYNRIN ONECUT2 OPA3 OSBPL3 OSMR PABIR1 PALD1 PAPPA PARP8 PARPBP PBX1 PBX2 PBX3 PCDH19 PCGF3 PDE12 PDPR PEG10 PEX11B PGRMC1 PIGA PIK3IP1 PLA2G3 PLAGL2 PLEKHA8 PLEKHG6 PLEKHO1 PLPP5 PLPP6 PLXNC1 PLXND1 POGLUT1 POGZ POLL POLR3D PPP1R15B PPP1R16B PRLR PRPF38B PRSS22 PRTG PTAFR PTPRD PXDN PXT1 RAB11FIP4 RAB8B RALB RANBP2 RASGRP1 RBFOX2 RDX RFX6 RGS16 RGS6 RICTOR RIMOC1 RNF165 RNF20 RSPO2 RUFY3 SALL3 SALL4 SCD SCN11A SCN4B SDK1 SEMA4C SEMA4G SENP2 SENP5 SESTD1 SFMBT1 SIGLEC14 SIGLEC5 SKIL SLC10A7 SLC16A9 SLC20A1 SLC22A23 SLC25A27 SLC2A12 SLC31A2 SLC35D2 SLC38A9 SLC5A6 SLC5A9 SLF2 SMARCAD1 SMC1A SMIM3 SNX16 SNX30 SOCS4 SPRYD4 SRD5A3 SRGAP1 STARD13 STARD3NL STARD9 STIMATE STK40 STRBP STX3 SUB1 TAF9B TBKBP1 TECPR2 TET3 TGFBR1 TGFBR3 THOC2 THRSP TMC7 TMEM121B TMEM167A TMEM234 TMEM65 TMOD2 TMPPE TMPRSS2 TNFSF9 TRANK1 TRIM67 TRIM71 TSEN34 TSPEAR TTLL4 UGCG UHRF2 USP24 USP38 USP44 UTRN VAV3 VIRMA WDR37 WNT9B XK XKR8 XRN1 XYLT1 YOD1 YPEL2 ZBP1 ZBTB5 ZBTB8B ZCCHC9 ZFYVE26 ZNF275 ZNF280B ZNF322 ZNF512B ZNF516 ZNF583 ZNF644 ZNF689 ZNF710 ZNF784 ZSWIM5 LET_7B_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LET_7B_3P AAK1 AASDH ABI1 ACBD3 ACTL6A ACTR3 ACTR3C ACVR1 ACVR2B ADAM28 ADRB2 AFF3 AGTR1 AHR AKAP10 AKAP12 AKAP13 AKAP6 AKAP9 AKTIP ALDH1L2 ALKBH8 AMMECR1 ANAPC13 ANK3 ANKRD44 ANO4 ANO5 AP1S3 APOOL APP APPL1 ARAP2 ARFGEF2 ARHGAP12 ARHGAP20 ARHGAP44 ARHGEF28 ARHGEF33 ARID1B ARID4A ARID4B ARIH1 ASAH1 ASAP2 ASB11 ATAD5 ATF2 ATG2B ATL1 ATP6V1H ATRX AUTS2 B3GLCT B3GNT2 BAG2 BASP1 BAZ1B BCAP29 BCL6 BDNF BHLHE40 BLOC1S4 BLTP1 BMAL1 BMP3 BMPER BMPR2 BRD1 BRF2 BRIP1 BRWD3 BST1 BTAF1 BTBD3 BTF3L4 BTNL9 C11orf54 C11orf58 C18orf63 C1QBP C1QTNF7 C5orf58 C7orf57 CAB39 CACNA1C CACNA2D1 CADM1 CALN1 CAMTA1 CARF CASP8AP2 CCDC102B CCDC126 CCDC186 CCL7 CCNA2 CCNE2 CCNY CD38 CDC7 CDH20 CDK19 CECR2 CEMIP2 CENPE CEP192 CEP41 CEP57 CEP76 CEPT1 CERT1 CFTR CHD1 CHD3 CIAO2A CILK1 CLASP2 CLDN1 CLDN12 CLDN16 CLIP1 CLOCK CMPK1 CNNM4 CNOT6 CNOT6L CNTN1 COG7 COL11A1 COL19A1 COL1A2 COL4A1 CORO1C CPEB2 CPEB3 CPNE2 CRACD CREBRF CREBZF CRISPLD1 CRY1 CTNNB1 CTR9 CTTNBP2NL CTU2 CUL1 CWC22 CYP7B1 DAAM1 DACH1 DACT1 DCAF6 DCAF7 DCBLD2 DCC DCLK3 DCLRE1B DCUN1D4 DDX21 DENND1B DENND2B DENND4A DERL1 DGKH DKK3 DLL1 DLL4 DLX2 DMTF1 DNAJB5 DNALI1 DNPEP DOCK1 DOCK10 DOCK11 DOP1A DPM1 DR1 DSG2 DUSP6 DYNC2LI1 E2F5 E2F8 EBF3 EDIL3 EEA1 EFNB1 EFR3A EGFL6 EIF1AD EIF4A2 EIF4ENIF1 EIF4G3 ELAVL2 ELK4 ELOVL2 ELOVL7 EMP2 EPHB4 EPS15L1 ERF ERI1 ETS2 F2RL1 F3 FA2H FAM117B FAM204A FAM3C FAM76B FAT3 FBLN5 FBN1 FBXL3 FBXO33 FBXO34 FBXO43 FBXO45 FGD6 FGF7 FGFR2 FLT3LG FNBP4 FNDC3A FNDC3B FOXN2 FOXO1 FOXP1 FREM2 FRMD4B FRMD6 FRS2 FSCN1 FSHB FSTL5 FUT9 FYTTD1 FZD6 GABRG1 GATA3 GDAP1 GDAP2 GIGYF2 GLCCI1 GLS GNA13 GNAI3 GNAL GNAQ GNB4 GOLGA2 GOLIM4 GP1BA GPR158 GPR37 GPRIN3 GRHL3 GRIA3 GRK5 GRM3 GRM5 GSK3B GTF2A1 GTF2I GTF3C3 GUCY1B1 GULP1 HEATR5B HECTD1 HECTD2 HERC2 HES1 HIC1 HIP1 HIPK3 HIVEP2 HMGCR HMGXB4 HNRNPA1 HNRNPA1L2 HNRNPA2B1 HNRNPD HOOK3 HOXA9 HS6ST2 HSPA14 HTR2A HYCC1 HYCC2 ICE1 ID1 ID4 IER5 IGF1R IGFBP1 IKZF2 IMPACT INO80D IPMK IREB2 IRX3 ISM1 ITCH ITGA6 ITGAV ITM2B ITM2C JAG1 JAG2 JAK2 JPH1 KBTBD7 KCNJ15 KDM2B KDM5B KDM6A KDM7A KIAA0408 KIAA1217 KIF11 KIF21A KIF2A KIF3A KIN KLF12 KLF2 KLF3 KLF4 KLHDC2 KLHL2 KMT2C KPNA3 KRAS KRBOX4 L3HYPDH LAMP2 LATS1 LCOR LEMD3 LGALSL LGR4 LHFPL3 LILRA1 LIN54 LIN9 LIPG LIX1L LRCH4 LRP1B LRP6 LRRC1 LRRC32 LRRC4 LRRTM4 LSM14A LTN1 LY75 LYPLAL1 LYSMD3 MAGI1 MALT1 MAN1A1 MAP2 MAP2K3 MAPKAPK5 MARCHF6 MARK1 MAST4 MATN2 MBLAC2 MBNL1 MBNL2 MECOM MED14 MED6 MEF2C MEF2D MEX3B MIF4GD MINDY3 MLLT10 MLLT6 MMAB MMP20 MMS22L MNX1 MON2 MPC2 MRPL44 MSANTD2 MTARC1 MTF1 MYCBP2 MYCN MYT1L N4BP2 NAA16 NAA20 NAA25 NADK2 NASP NBEA NCKAP1 NCOA2 NDC1 NECTIN1 NEUROG2 NF1 NFAT5 NFYB NGDN NKTR NLGN1 NOL4 NPY NPY1R NR2F2 NR3C1 NR4A3 NR5A2 NRBF2 NRP1 NRP2 NUDT11 NUDT12 NUDT4 NUFIP2 NUP35 NUP58 NUP98 OLFML2B OLIG3 OPA1 OTUD4 OTUD6B OTX2 OXR1 PAK2 PALS2 PAN3 PANK3 PARD6B PARPBP PAXBP1 PCDH8 PCSK2 PDE10A PDLIM5 PDZRN3 PEAK1 PECR PEX5L PFKFB3 PHACTR2 PHC3 PHIP PHYHIPL PI15 PIAS1 PIK3C2A PIK3R4 PIKFYVE PLAG1 PLCL2 PLEKHA6 PLPP3 PNISR POLR1F POLR2K POU2AF3 POU4F2 PPFIA2 PPM1A PPM1D PPM1L PPP1R15B PPP1R2 PPP1R21 PPP1R3F PPP3CA PPP4R2 PPP4R3A PPP4R3B PRDM16 PRDM2 PRKAA1 PRPF38B PRPF8 PRR12 PRRC1 PSD2 PSD3 PSIP1 PTBP3 PTCH1 PTER PTMS PTPRE PUM1 PUM2 QKI RAB10 RAB11B RAB11FIP2 RAB11FIP3 RAB14 RAB2A RAB3GAP2 RAB6B RAB6D RABGGTB RAD21 RALGDS RAPH1 RASEF RBM12B RBM22 RBPJ RC3H1 RDX RELCH REV3L RFX1 RHOA RHOBTB3 RHOT1 RICTOR RIF1 RIMKLB RIPPLY2 RNF138 RNF149 RNF180 RNF216 RNF24 ROCK1 RORA RPRD1A RPRD1B RPS16 RSF1 RSRP1 RTN1 SALL3 SAMD12 SATB1 SBF2 SCAI SCAMP1 SCARF1 SCN2A SCN7A SCX SDC2 SDHAF3 SEC22C SECISBP2L SELENOK SEMA3C SEPHS1 SEPTIN9 SET SFPQ SGO1 SGTB SH3GL3 SHOC2 SLAIN2 SLC18A2 SLC2A13 SLC34A2 SLC35A3 SLC39A10 SLC39A6 SLC4A5 SLC6A11 SLC6A14 SLC6A17 SLC6A4 SMARCA2 SMARCA5 SNAPC1 SNCAIP SORBS1 SOS2 SOWAHC SOX9 SP4 SP8 SPAST SPEN SPESP1 SPINDOC SPOCK3 SPOPL SPRED1 SPRY1 SPRY2 SPTB SRBD1 SRSF1 SRSF11 SRSF2 STK24 STK38L STK40 STON2 SUN1 SV2B SYF2 SYNGR3 TAF2 TAF4B TAFA4 TAOK1 TAS2R14 TASP1 TBC1D2B TBR1 TCERG1L TCF20 TCF3 TEAD1 TET2 TET3 TFRC TGFB3 TGFBR3 THAP12 THRB TIGD7 TLE1 TLE4 TM4SF4 TMED7 TMEM132B TMEM87A TMTC2 TMTC4 TNS3 TOB1 TRA2A TRAK1 TRGC1 TRHDE TRIM6 TRIM63 TRPM7 TSHZ3 TSLP TTC30A TTF2 TUT4 TVP23B TVP23C U2SURP UBE2B UBE2H UBE2Q2 UBE2W UBE3C UBFD1 UBL3 UBN1 UBN2 UBQLN1 UBR1 UBTF UBXN7 ULBP1 ULK1 UNC119B USF3 USP12 USP24 USP25 USP32 USP34 UTRN VAPA VAV3 VCL VEZF1 VMA21 WAC WASF3 WDR26 WIPI1 WNT5B WWC1 WWC2 XPO1 YTHDC1 YTHDF3 YY1 ZBTB14 ZBTB39 ZC3H11A ZDHHC20 ZFPM2 ZFY ZFYVE16 ZFYVE21 ZIC1 ZMIZ1 ZMYM4 ZMYM6 ZMYND8 ZNF236 ZNF292 ZNF302 ZNF326 ZNF367 ZNF430 ZNF506 ZNF518B ZNF569 ZNF780A ZNF800 ZNF827 LET_7B_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LET_7B_5P ABCB9 ABCC5 ABL2 ABT1 ACER2 ACSL6 ACTA1 ACVR1C ACVR2A ADAMTS15 ADAMTS8 ADRB2 ADRB3 AEN AGAP1 AGO4 AHCTF1 AKAP6 AMOT AMT ANKRA2 AP1S1 APBB3 ARG2 ARHGAP28 ARHGEF38 ARID3A ARID3B ARL5A ARMT1 ASAP1 ATL2 ATOSB ATP2A2 ATP8B4 B3GNT7 B4GAT1 BACH1 BEGAIN BEND4 BIN3 BSN BZW1 C14orf28 C15orf39 C18orf21 C19orf47 C8orf58 CADM2 CARNMT1 CASP3 CBX5 CCL7 CCND2 CCNJ CD164 CD59 CDC25A CDC34 CDKN1A CEMIP2 CEP120 CEP135 CERCAM CERT1 CHD4 CLCN5 CLDN12 CLDN16 CLP1 CNOT6L CNTRL COIL COL1A2 COL27A1 COL3A1 COL4A1 COL4A2 COL4A6 COL5A2 CPA4 CPEB1 CPEB2 CPEB3 CRTAM DCAF15 DCUN1D2 DDI2 DDTL DDX19A DDX19B DHX57 DIP2A DLC1 DLST DMD DNA2 DNAAF9 DNAJA2 DNAJC1 DPH3 DPP6 DTX2 DTX4 DUSP1 DUSP22 DVL3 E2F2 E2F5 E2F6 EDEM3 EDN1 EEA1 EEF2K EFHD2 EIF4G2 ELF4 ELP1 ENTPD7 ENTREP2 EPHA4 ERCC4 ERCC6 ERO1A ESR2 FAM104A FAM135A FASLG FAXC FBXL12 FGD6 FGF11 FIGN FIGNL2 FNDC3A FNDC3B FNIP1 FNIP2 FRAS1 FRMD4B FZD3 FZD4 GABBR2 GALC GALNT1 GALNT2 GAN GAS7 GATM GCNT4 GDF6 GFM2 GJC1 GNG5 GNPTAB GOLT1B GPATCH2 GPCPD1 GPR26 GRPEL2 GTF2I GXYLT1 GYG2 HAND1 HAS2 HDLBP HDX HECTD2 HIC2 HIF1AN HIP1 HMGA2 HOOK1 HOXA1 HOXD1 HSPA14 IGDCC3 IGDCC4 IGF1R IGF2BP1 IGF2BP2 IGF2BP3 IKZF2 IL13 IMPG2 INSR IQCB1 IRS2 ITGB3 KCNC2 KCNJ11 KCTD17 KCTD21 KDM3A KIAA0930 KIAA1958 KLF8 KLF9 KLHDC8B KLHL31 LAMP2 LBR LEPROTL1 LIMD2 LIN28A LIN28B LINGO1 LIPH LIPT2 LPGAT1 LRIG2 LRIG3 MAP3K1 MAP3K9 MAP4K3 MAPK6 MAPK8 MARS2 MASP1 MBD2 MDM4 MED8 MEF2C MEIS2 MFSD4A MIB1 MMS22L MRS2 MTDH MYCN NAP1L1 NEK3 NGF NHLRC3 NIPAL4 NKAPD1 NME4 NME6 NPEPL1 NPHP3 NR6A1 NRAS NYNRIN ONECUT2 OPA3 OSBPL3 OSMR PABIR1 PALD1 PAPPA PARP8 PARPBP PBX1 PBX2 PBX3 PCDH19 PCGF3 PDE12 PDP2 PDPR PEG10 PEX11B PGRMC1 PIGA PIK3IP1 PLA2G3 PLAGL2 PLEKHA8 PLEKHG6 PLEKHO1 PLPP5 PLPP6 PLXNC1 PLXND1 POGLUT1 POGZ POLL POLR3D PPP1R15B PPP1R16B PRLR PRPF38B PRSS22 PRTG PTAFR PTPRD PXDN PXT1 RAB11FIP4 RAB8B RALB RANBP2 RASGRP1 RBFOX2 RDX RFX6 RGS16 RGS6 RICTOR RIMOC1 RNF165 RNF20 RSPO2 RUFY3 SALL3 SALL4 SCD SCN11A SCN4B SDK1 SEMA4C SEMA4G SENP2 SENP5 SESTD1 SFMBT1 SIGLEC14 SIGLEC5 SKIL SLC10A7 SLC16A9 SLC20A1 SLC22A23 SLC25A27 SLC2A12 SLC31A2 SLC35D2 SLC38A9 SLC5A6 SLC5A9 SLF2 SMARCAD1 SMC1A SMIM3 SNX16 SNX30 SOCS4 SPRYD4 SRD5A3 SRGAP1 STARD13 STARD3NL STARD9 STIMATE STK40 STRBP STX3 SUB1 TAF9B TBKBP1 TECPR2 TET3 TGFBR1 TGFBR3 THOC2 THRSP TMC7 TMEM121B TMEM167A TMEM234 TMEM65 TMOD2 TMPPE TMPRSS2 TNFSF9 TRANK1 TRIM67 TRIM71 TSEN34 TSPEAR TTLL4 UGCG UHRF2 USP24 USP38 USP44 UTRN VAV3 VIRMA WDR37 WNT9B XK XKR8 XRN1 XYLT1 YOD1 YPEL2 ZBP1 ZBTB5 ZBTB8B ZCCHC9 ZFYVE26 ZNF275 ZNF280B ZNF322 ZNF512B ZNF516 ZNF583 ZNF644 ZNF689 ZNF710 ZNF784 ZSWIM5 LET_7C_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LET_7C_3P ABCC5 ABI2 ABTB2 ADAM10 ADAM19 ADAMTSL1 ADAMTSL3 ADCY6 ADNP AFF4 AGTR1 AICDA AKAP1 AKAP13 AKIRIN1 ALX1 AMIGO2 AMMECR1L ANK3 ANKRD12 ANTXR1 AP3S1 ARFGEF1 ARFGEF2 ARHGAP11A ARHGAP44 ARHGEF26 ARID1A ARID1B ARID4A ARID4B ASCL1 ASH1L ATAD2B ATAD5 ATP13A3 ATP1B3 ATP5MK ATP6V1B2 ATRNL1 ATXN7 AUTS2 AXIN1 BACH2 BAZ1A BBX BCL11A BCL7A BMI1 BMP2 BMP7 BNC2 BPTF BRD4 BTAF1 BTBD7 C1QL1 C2orf74 C5orf22 CACNB4 CADM2 CAMK2D CASD1 CASP3 CCL2 CCN3 CD55 CDC42SE2 CDH11 CDH8 CDK13 CDKN1C CDYL CDYL2 CELF5 CEMIP2 CEP170 CEP57L1 CHD5 CHL1 CHRM2 CITED2 CLDN12 CLDN23 CLK2 CLK4 CMIP CMKLR2 COL13A1 COL4A6 COLEC12 COMMD3-BMI1 COQ10B COQ8A COX10 CPEB2 CREB5 CREBRF CRMP1 CSMD1 CSMD2 CSNK1G3 CSPG5 CSRNP3 CTDSPL2 CTHRC1 CUL2 CUL3 CUX1 CXCL3 CXCR4 CYB5R4 CYB5RL CYFIP2 CYRIB DAB2 DACH1 DCLK2 DCTN2 DCUN1D1 DCUN1D3 DENND6A DFFB DIDO1 DIP2C DMD DNAH12 DNAJA2 DNAJC8 DNM1L DOCK4 DOCK9 DSCAML1 DTWD1 DYRK4 E2F3 E2F4 EBF1 EBF2 EBF3 EIF4B EIF4ENIF1 EIF5A2 ELAVL1 ELL ELMOD2 ELOVL5 ELOVL7 EMC8 ENKD1 EOMES EP300 EPHA5 EPS15L1 ERBIN ETV5 EXOC4 EXOSC10 FABP3 FAM76B FAM83B FAM91A1 FAXC FBXL16 FBXL3 FBXO21 FBXO38 FERMT2 FGF18 FGF7 FHIP2A FLI1 FLRT2 FMN1 FMNL3 FOXF1 FOXJ3 FOXO1 FUBP1 FZD1 GABBR2 GABPB1 GABRA5 GABRB2 GBX2 GCC2 GCLC GDF6 GDNF GJA1 GK5 GLCE GLI2 GLIS3 GLRB GNA13 GNAI1 GNAS GNB4 GNG12 GNPTAB GOLGA1 GOLIM4 GPAM GPHN GPM6A GPR171 GPR6 GRB10 GRHL2 GRID1 GRIN3A GRIP1 GTF2H3 GTPBP1 GTPBP2 HAPLN1 HAT1 HECTD2 HECW2 HEPACAM2 HERC1 HIVEP1 HIVEP2 HMGCR HMGCS1 HMGN1 HMGXB4 HNRNPU HOOK3 HOXB2 HOXB7 HS3ST5 HS6ST2 HSPD1 HTR7 IBSP ICE2 IL17RD IRF6 ISCU ITGB1 ITM2A IWS1 JADE2 JARID2 JAZF1 JMJD1C KAT6A KCNA2 KCNMA1 KDM2B KHDRBS1 KIAA2026 KIF13A KIF26A KLF4 KLF9 KLHDC1 KLHL14 KMT2C KMT2E KMT5B KNTC1 KPNA4 KRAS KSR2 L3MBTL3 LIX1L LMBR1 LMNB2 LMTK2 LRCH1 LRIG1 LRP12 LRP1B LRRC15 LRRC4 LZTS2 M6PR MAML3 MAP3K2 MAP3K20 MAP3K8 MAP4K3 MBD5 MBNL1 MBNL2 MBTD1 MCTP1 MECOM MED4 MEF2C MEGF11 MEMO1 METTL3 MIER3 MITF MLLT10 MNT MOB1B MORF4L1 MRPL11 MRPL49 MRPS21 MRTFB MT1X MYBL1 MYT1L NAA16 NALCN NAMPT NAP1L4 NBEA NCAN NCOA6 NECAB1 NEDD1 NEDD4L NEO1 NFKBIA NID1 NKTR NLK NPAS3 NPTN NR2E1 NR2F2 NR3C1 NR4A3 NSD1 NUDT21 NUDT4 NYAP2 ORC4 OTOGL OTUD1 P3H2 PAK1IP1 PALD1 PAN3 PARD6B PARP14 PCDH7 PCGF5 PCLO PDE10A PDE4A PDIA3 PDIA5 PDK1 PDZD7 PDZRN4 PEX3 PGAP1 PGRMC2 PHF2 PHIP PHLDA3 PHTF2 PIAS3 PIM3 PLK1 PLPPR1 PLS3 POF1B POLR3E PPARGC1B PPP1CC PPP1R10 PPP1R12A PPP1R14C PPP1R8 PPP1R9A PPP2CA PPP2R5C PPP3CA PPP3R1 PPP6R3 PRKAA2 PRKCE PRKG2 PRR12 PRRC2C PSMG2 PTGER3 PTPRB PTPRC PTPRS PUM1 PUM2 PUS7 R3HDM1 RAB10 RAB11FIP3 RAB40B RAB40C RAB5C RAD21 RALGPS1 RANBP9 RAP1B RAPGEF2 RAPGEFL1 RARB RASL11B RASSF3 RBBP5 RBBP6 RBL1 RBM27 RCAN2 RDX RERGL REV1 RGPD3 RIC1 RIMKLB RIMS2 RMC1 RNF139 RNF169 RORA RPL29 RPS3 RRM2B RRP1B RSL24D1 RUNX2 RXRA SAT1 SCAF8 SCAMP5 SCRN1 SCUBE3 SCYL1 SEC11A SEC24A SEC24D SEC63 SEPTIN7 SERPINE2 SERTAD2 SERTAD4 SETBP1 SETD1A SF3B1 SH2B3 SHOC2 SIN3A SINHCAF SIPA1L2 SIRT1 SIX1 SKIL SLAIN2 SLC10A7 SLC20A2 SLC24A2 SLC25A12 SLC25A4 SLC44A3 SLC6A6 SLC7A11 SLIT2 SLITRK4 SLITRK5 SMARCC1 SMC6 SMURF1 SNRPB2 SNRPD1 SNX14 SNX25 SORBS2 SOX11 SOX2 SOX4 SOX6 SOX8 SP1 SP3 SPAST SPATA6 SPRY2 SRSF4 ST7 STAG1 STAT2 STAT5A STX16 STXBP5L SUFU SUMO2 SUMO3 SUN1 SUSD6 TAB3 TAF4 TAL1 TANC1 TAOK1 TCEANC TCERG1L TCF21 TCF7L2 TDO2 TFAM TGFBRAP1 THBD TLK1 TMEM106B TMEM170A TMEM170B TMEM248 TMEM47 TNFRSF11B TOP2B TP63 TRA2B TRIM43B TRIM63 TRIO TRMT10B TRRAP TSC22D1 TSHZ1 TSPYL6 TTLL5 UAP1 UBE2E2 UBE2F UBE2G1 UBE2K UBE2W UBL3 UBR5 USP12 VCPIP1 VRK1 WARS2 WDFY3 WWC1 XRRA1 YPEL2 ZBTB33 ZBTB44 ZBTB7A ZC3H12B ZCCHC14 ZDHHC21 ZEB2 ZFAND5 ZFHX3 ZFHX4 ZHX2 ZIC2 ZIC5 ZMIZ1 ZMYND8 ZNF10 ZNF12 ZNF148 ZNF219 ZNF26 ZNF268 ZNF384 ZNF417 ZNF451 ZNF559-ZNF177 ZNF587 ZNF638 ZNF674 ZNF675 ZNF703 ZNF704 ZZEF1 LET_7D_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LET_7D_3P BEND2 GSTK1 HMGA2 MEX3C PARP11 PRKACB PTGIS SEC24D SH3RF1 LET_7D_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LET_7D_5P ABCB9 ABCC5 ABL2 ABT1 ACER2 ACTA1 ACVR1C ADAMTS15 ADAMTS8 ADRB2 ADRB3 AEN AGAP1 AGO4 AHCTF1 AKAP6 AMOT AMT ANKRA2 AP1S1 APBB3 ARHGAP28 ARHGEF38 ARID3B ARL5A ARMT1 ASAP1 ATL2 ATP2A2 ATP8B4 B3GNT7 B4GAT1 BACH1 BEGAIN BEND4 BIN3 BZW1 C14orf28 C15orf39 C19orf47 C8orf58 CADM2 CARNMT1 CASP3 CBX5 CCL7 CCND2 CCNJ CD164 CD59 CDC25A CDC34 CDKN1A CEMIP2 CEP120 CEP135 CERCAM CERT1 CHD4 CLCN5 CLDN12 CLDN16 CLP1 CNOT6L COIL COL1A2 COL27A1 COL3A1 COL4A1 COL4A2 COL4A6 CPA4 CPEB1 CPEB2 CRTAM DCAF15 DDI2 DDX19A DDX19B DHX57 DIP2A DLC1 DLST DMD DNA2 DNAJA2 DNAJC1 DPP6 DTX2 DTX4 DUSP1 DVL3 E2F2 E2F5 E2F6 EDEM3 EDN1 EEA1 EEF2K EFHD2 EIF4G2 ELF4 ELP1 ENTPD7 ENTREP2 ERCC4 ERCC6 ERO1A FAM104A FAM135A FASLG FAXC FBXL12 FGF11 FIGN FIGNL2 FNDC3A FNIP1 FNIP2 FRAS1 FRMD4B FZD3 FZD4 GABBR2 GALC GALNT1 GALNT2 GAN GAS7 GATM GCNT4 GDF6 GFM2 GJC1 GNG5 GNPTAB GPATCH2 GPCPD1 GPR26 GTF2I GXYLT1 GYG2 HAND1 HAS2 HDLBP HDX HECTD2 HIC2 HIF1AN HIP1 HMGA2 HOOK1 HOXA1 HOXD1 HSPA14 IGDCC3 IGDCC4 IGF1R IGF2BP1 IGF2BP2 IGF2BP3 IL13 IMPG2 INSR IQCB1 IRS2 ITGB3 KCNC2 KCNJ11 KCTD17 KCTD21 KDM3A KLF8 KLF9 KLHDC8B KLHL31 LAMP2 LBR LEPROTL1 LIMD2 LIN28A LIN28B LINGO1 LIPH LPGAT1 LRIG2 LRIG3 MAP3K9 MAP4K3 MAPK6 MAPK8 MARS2 MASP1 MBD2 MDM4 MED8 MIB1 MMS22L MRS2 MTDH MYCN NAP1L1 NEK3 NGF NHLRC3 NIPAL4 NKAPD1 NME4 NME6 NPHP3 NR6A1 NRAS NYNRIN ONECUT2 OPA3 OSBPL3 OSMR PABIR1 PALD1 PAPPA PARPBP PBX1 PBX2 PBX3 PCDH19 PCGF3 PDE12 PDPR PEG10 PEX11B PGRMC1 PIGA PIK3IP1 PLA2G3 PLAGL2 PLEKHA8 PLEKHG6 PLEKHO1 PLPP5 PLPP6 PLXNC1 PLXND1 POGZ POLL POLR3D PPP1R15B PPP1R16B PRRX1 PRSS22 PRTG PTAFR PTPRD PXDN PXT1 RAB11FIP4 RAB8B RALB RASGRP1 RBFOX2 RDX RFX6 RGS16 RGS6 RICTOR RIMOC1 RNF165 RNF20 RSPO2 RUFY3 SALL3 SALL4 SCN4B SDK1 SEMA4C SENP2 SENP5 SFMBT1 SIGLEC14 SIGLEC5 SKIL SLC10A7 SLC16A9 SLC20A1 SLC25A27 SLC2A12 SLC31A2 SLC35D2 SLC38A9 SLC5A6 SLC5A9 SLF2 SMARCAD1 SMC1A SMIM3 SNX16 SNX30 SOCS4 SPRYD4 SRGAP1 STARD13 STARD9 STIMATE STK40 STRBP STX3 STXBP5 SUB1 TAF9B TBKBP1 TET3 TGFBR1 TGFBR3 THOC2 THRSP TMC7 TMEM121B TMEM167A TMEM65 TMOD2 TMPPE TMPRSS2 TNFSF9 TRIM67 TRIM71 TSEN34 TSPEAR TTLL4 UGCG UHRF2 USP24 USP38 USP44 UTRN VIRMA WNT9B XK XKR8 XRN1 YOD1 ZBP1 ZBTB5 ZBTB8B ZFYVE26 ZNF275 ZNF280B ZNF322 ZNF512B ZNF516 ZNF583 ZNF644 ZNF710 ZNF784 ZSWIM5 LET_7E_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LET_7E_3P GTF3C4 SLC2A13 TMEM163 TUT7 ZNF503 LET_7F_1_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LET_7F_1_3P AAK1 AASDH ABI1 ACBD3 ACTL6A ACTR3 ACTR3C ACVR1 ACVR2B ADAM28 ADRB2 AFF3 AGTR1 AHR AKAP10 AKAP12 AKAP13 AKAP6 AKAP9 AKTIP ALDH1L2 ALKBH8 AMMECR1 ANAPC13 ANK3 ANKRD44 ANO4 ANO5 AP1S3 APOOL APP APPL1 ARAP2 ARFGEF2 ARHGAP12 ARHGAP20 ARHGAP44 ARHGEF28 ARHGEF33 ARID1B ARID4A ARID4B ARIH1 ASAH1 ASAP2 ASB11 ATAD5 ATF2 ATG2B ATL1 ATP6V1H ATRX AUTS2 B3GLCT B3GNT2 BAG2 BASP1 BAZ1B BCAP29 BCL6 BDNF BHLHE40 BLOC1S4 BLTP1 BMAL1 BMP3 BMPER BMPR2 BRD1 BRF2 BRIP1 BRWD3 BST1 BTAF1 BTBD3 BTF3L4 BTNL9 C11orf54 C11orf58 C18orf63 C1QBP C1QTNF7 C5orf58 C7orf57 CAB39 CACNA1C CACNA2D1 CADM1 CALN1 CAMTA1 CARF CASP8AP2 CCDC102B CCDC126 CCDC186 CCL7 CCNA2 CCNE2 CCNY CD38 CDC7 CDH20 CDK19 CECR2 CEMIP2 CENPE CEP192 CEP41 CEP57 CEP76 CEPT1 CERT1 CFTR CHD1 CHD3 CIAO2A CILK1 CLASP2 CLDN1 CLDN12 CLDN16 CLIP1 CLOCK CMPK1 CNNM4 CNOT6 CNOT6L CNTN1 COG7 COL11A1 COL19A1 COL1A2 COL4A1 CORO1C CPEB2 CPEB3 CPNE2 CRACD CREBRF CREBZF CRISPLD1 CRY1 CTNNB1 CTR9 CTTNBP2NL CTU2 CUL1 CWC22 CYP7B1 DAAM1 DACH1 DACT1 DCAF6 DCAF7 DCBLD2 DCC DCLK3 DCLRE1B DCUN1D4 DDX21 DENND1B DENND2B DENND4A DERL1 DGKH DKK3 DLL1 DLL4 DLX2 DMTF1 DNAJB5 DNALI1 DNPEP DOCK1 DOCK10 DOCK11 DOP1A DPM1 DR1 DSG2 DUSP6 DYNC2LI1 E2F5 E2F8 EBF3 EDIL3 EEA1 EFNB1 EFR3A EGFL6 EIF1AD EIF4A2 EIF4ENIF1 EIF4G3 ELAVL2 ELK4 ELOVL2 ELOVL7 EMP2 EPHB4 EPS15L1 ERF ERI1 ETS2 F2RL1 F3 FA2H FAM117B FAM204A FAM3C FAM76B FAT3 FBLN5 FBN1 FBXL3 FBXO33 FBXO34 FBXO43 FBXO45 FGD6 FGF7 FGFR2 FLT3LG FNBP4 FNDC3A FNDC3B FOXN2 FOXO1 FOXP1 FREM2 FRMD4B FRMD6 FRS2 FSCN1 FSHB FSTL5 FUT9 FYTTD1 FZD6 GABRG1 GATA3 GDAP1 GDAP2 GIGYF2 GLCCI1 GLS GNA13 GNAI3 GNAL GNAQ GNB4 GOLGA2 GOLIM4 GP1BA GPR158 GPR37 GPRIN3 GRHL3 GRIA3 GRK5 GRM3 GRM5 GSK3B GTF2A1 GTF2I GTF3C3 GUCY1B1 GULP1 HEATR5B HECTD1 HECTD2 HERC2 HES1 HIC1 HIP1 HIPK3 HIVEP2 HMGCR HMGXB4 HNRNPA1 HNRNPA1L2 HNRNPA2B1 HNRNPD HOOK3 HOXA9 HS6ST2 HSPA14 HTR2A HYCC1 HYCC2 ICE1 ID1 ID4 IER5 IGF1R IGFBP1 IKZF2 IMPACT INO80D IPMK IREB2 IRX3 ISM1 ITCH ITGA6 ITGAV ITM2B ITM2C JAG1 JAG2 JAK2 JPH1 KBTBD7 KCNJ15 KDM2B KDM6A KDM7A KIAA0408 KIAA1217 KIF11 KIF21A KIF2A KIF3A KIN KLF12 KLF2 KLF3 KLF4 KLHDC2 KLHL2 KMT2C KPNA3 KRAS KRBOX4 L3HYPDH LAMP2 LATS1 LCOR LEMD3 LGALSL LGR4 LHFPL3 LILRA1 LIN54 LIN9 LIPG LIX1L LRCH4 LRP1B LRP6 LRRC1 LRRC32 LRRC4 LRRTM4 LSM14A LTN1 LY75 LYPLAL1 LYSMD3 MAGI1 MALT1 MAN1A1 MAP2 MAP2K3 MAPKAPK5 MARCHF6 MARK1 MAST4 MATN2 MBLAC2 MBNL1 MBNL2 MECOM MED14 MED6 MEF2C MEF2D MEX3B MIF4GD MINDY3 MLLT10 MLLT6 MMAB MMP20 MMS22L MNX1 MON2 MPC2 MRPL44 MSANTD2 MTARC1 MTF1 MYCBP2 MYCN MYT1L N4BP2 NAA16 NAA20 NAA25 NADK2 NASP NBEA NCKAP1 NCOA2 NDC1 NECTIN1 NEUROG2 NF1 NFAT5 NFYB NGDN NKTR NLGN1 NOL4 NPY NPY1R NR2F2 NR3C1 NR4A3 NR5A2 NRBF2 NRP1 NRP2 NTN4 NUDT11 NUDT12 NUDT4 NUFIP2 NUP35 NUP58 NUP98 OLFML2B OLIG3 OPA1 OTUD4 OTUD6B OTX2 OXR1 PAK2 PALS2 PAN3 PANK3 PARD6B PARPBP PAXBP1 PCDH8 PCSK2 PDE10A PDLIM5 PDZRN3 PEAK1 PECR PEX5L PFKFB3 PHACTR2 PHC3 PHIP PHYHIPL PI15 PIAS1 PIK3C2A PIK3R4 PIKFYVE PLAG1 PLCL2 PLEKHA6 PLPP3 PNISR POLR1F POLR2K POU2AF3 POU4F2 PPFIA2 PPM1A PPM1D PPM1L PPP1R15B PPP1R2 PPP1R21 PPP1R3F PPP3CA PPP4R2 PPP4R3B PRDM16 PRDM2 PRKAA1 PRPF38B PRPF8 PRR12 PRRC1 PSD2 PSD3 PSIP1 PTBP3 PTCH1 PTER PTMS PTPRE PUM1 PUM2 QKI RAB10 RAB11B RAB11FIP2 RAB11FIP3 RAB14 RAB2A RAB3GAP2 RAB6B RAB6D RABGGTB RAD21 RALGDS RAPH1 RASEF RBM12B RBM22 RBPJ RC3H1 RDX RELCH REV3L RFC3 RFX1 RHOA RHOBTB3 RHOT1 RICTOR RIF1 RIMKLB RIPPLY2 RNF138 RNF149 RNF180 RNF216 RNF24 ROCK1 RORA RPRD1A RPRD1B RPS16 RSF1 RSRP1 RTN1 SALL3 SAMD12 SATB1 SBF2 SCAI SCAMP1 SCARF1 SCN2A SCN7A SCX SDC2 SDHAF3 SEC22C SECISBP2L SELENOK SEMA3C SEPHS1 SEPTIN9 SET SFPQ SGO1 SGTB SH3GL3 SHOC2 SLAIN2 SLC18A2 SLC2A13 SLC34A2 SLC35A3 SLC39A10 SLC39A6 SLC4A5 SLC6A11 SLC6A14 SLC6A17 SLC6A4 SMARCA2 SMARCA5 SNAPC1 SNCAIP SORBS1 SOS2 SOWAHC SOX9 SP4 SP8 SPAST SPEN SPESP1 SPINDOC SPOCK3 SPOPL SPRED1 SPRY1 SPRY2 SPTB SRBD1 SRSF1 SRSF11 SRSF2 STK24 STK38L STK40 STON2 SUN1 SV2B SYF2 SYNGR3 TAF2 TAF4B TAFA4 TAOK1 TAS2R14 TASP1 TBC1D2B TBR1 TCERG1L TCF20 TCF3 TEAD1 TET2 TET3 TFRC TGFB3 TGFBR3 THAP12 THRB TIGD7 TLE1 TLE4 TM4SF4 TMED7 TMEM132B TMEM87A TMTC2 TMTC4 TNS3 TOB1 TRA2A TRAK1 TRGC1 TRHDE TRIM6 TRIM63 TRPM7 TSHZ3 TSLP TTC30A TTF2 TUT4 TVP23B TVP23C U2SURP UBE2B UBE2H UBE2Q2 UBE2W UBE3C UBFD1 UBL3 UBN1 UBN2 UBQLN1 UBR1 UBTF UBXN7 ULBP1 ULK1 UNC119B USF3 USP12 USP24 USP25 USP32 USP34 UTRN VAPA VAV3 VCL VEZF1 VMA21 WAC WASF3 WDR26 WIPI1 WNT5B WWC1 WWC2 XPO1 YTHDC1 YTHDF3 YY1 ZBTB14 ZBTB39 ZC3H11A ZDHHC20 ZFPM2 ZFY ZFYVE16 ZFYVE21 ZIC1 ZMIZ1 ZMYM4 ZMYM6 ZMYND8 ZNF236 ZNF292 ZNF302 ZNF326 ZNF367 ZNF430 ZNF506 ZNF518B ZNF569 ZNF780A ZNF800 ZNF827 LET_7F_2_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LET_7F_2_3P AAK1 ABL1 ACSL3 ADAMTS5 ADARB2 AKAP13 AKAP6 AKAP9 ANKS1A ANP32A ANXA1 AP1S3 APOOL ARAP1 ARAP2 AREG ARFGEF2 ARHGAP20 ARID1B ARID4B ART3 ASAH1 ASAP2 ASXL1 ATP7A ATRX ATXN3 AXIN2 BACH2 BAG2 BAZ1A BBX BCL6 BEND7 BHLHE40 BMP7 BMPER BMPR2 BRINP1 BTBD3 C18orf25 C1orf52 CAGE1 CALN1 CASP8AP2 CAV2 CBFA2T2 CBX3 CCDC186 CCDC91 CCR2 CDKL3 CEP70 CERT1 CFL2 CIAO2A CNR1 CNTN3 CNTN6 COL19A1 CPD CPEB2 CREB5 CREBBP CRISPLD1 CSNK1G3 CSPP1 CTTNBP2NL CXXC4 CYP26B1 DAGLA DAZ1 DAZ2 DAZ3 DAZ4 DCP2 DCUN1D4 DDX21 DENND1B DEPDC7 DKK3 DLX6 DNAJB4 DOCK11 DOCK3 DPP8 DST DUSP6 DYNC2LI1 E2F6 EBF3 EDN2 EEA1 EFNA1 EGLN1 ELK4 ENAM ENC1 ENPP3 EPG5 EPHB4 EPN2 ERAP1 ERCC3 ERF EYA1 EYA4 EYS FAM221A FBXO34 FERMT2 FGF13 FJX1 FLI1 FOXE1 FOXF1 FOXN2 FOXO3 FRMPD4 FSTL5 FUT9 GABPB1 GABRA1 GABRA4 GABRB2 GATA3 GCC2 GNAQ GOLIM4 GOLPH3L GP1BA GPR18 GPR63 GRHL3 GRIK4 GRIP1 GTF2I GUCY1B1 HAS2 HECTD2 HIPK3 HMGB3 HMGXB4 HNRNPDL HOXA10 HOXA9 HOXC6 HSPA14 HSPE1-MOB4 HVCN1 HYCC2 IAPP IKZF2 INO80D INPP5B INSM1 IPMK IQGAP1 IQGAP2 IRF2BP2 IRF5 IRX1 IRX3 IRX5 ITGA4 ITM2B JAG2 KCNG3 KHDRBS3 KIAA0319 KIAA1191 KIAA1217 KIF3A KLF3 KLHL2 KMT2C LANCL2 LATS1 LCOR LEMD3 LGR5 LHX2 LIX1L LMO3 LRCH4 LRP1B LRP6 LSM14A LYSMD3 MAGI3 MAP2 MAP2K4 MAP3K5 MAPK8 MAPKAPK5 MBNL1 MBNL2 MBNL3 MDM1 MED13L MED23 MEF2D MEOX2 MMS22L MOB4 MON2 MOSMO MPZ MS4A13 MTFR1 MTHFD2L MTMR12 MTOR MYCBP2 MYO1E N4BP2 NAA15 NAA20 NADK2 NASP NCKAP1 NKTR NOTO NRIP1 NRP1 NUP133 NUP153 NUP160 NUP98 NXT2 OLFML2B OTUD1 OTX2 PAFAH1B2 PAH PAK2 PCDH17 PCDH20 PCLO PCM1 PCSK2 PDCD10 PDE10A PDE11A PDE7A PHF12 PHF20L1 PHF3 PIK3C2A PIK3R4 PLEKHG1 PLPP3 PLSCR1 PLXNC1 PNISR POLI PPFIA2 PPP1R16B PPP2CB PPP4R2 PRDM16 PRR12 PRR14L PSME4 PTGER3 PTGFR PTPN3 PUM2 QKI RAB11FIP3 RAB14 RAB18 RAB2A RAB3GAP2 RAD21 RALGDS RANBP2 RAP1B RAPGEF5 RASA1 RBL2 RBM12B RBM27 RBPMS RC3H1 RECK RGS4 RICTOR RIPOR2 RNF182 RNF220 ROBO2 RORA SALL1 SAMD4A SASH1 SATB1 SEC11C SECISBP2L SEMA3C SEPTIN9 SERINC3 SET SETD9 SFMBT2 SFPQ SFSWAP SGCD SGCG SH3GL3 SLAIN2 SLC17A6 SLC22A10 SLC2A13 SLC30A5 SLC35E1 SLC6A14 SLC7A11 SLC8A1 SMARCA4 SMARCA5 SMIM8 SMOC1 SNX3 SORT1 SOX9 SPINK5 SPOCK3 SSBP2 STARD13 STRN4 STXBP1 STYX SYN2 TAMALIN TASP1 TCF3 TCF7L2 TEK TENM1 TFRC TGDS TGFBR3 TIMP3 TLE1 TLE4 TM2D1 TMCC1 TMEM132B TMEM209 TMF1 TMTC2 TNFRSF11B TOB1 TOR1AIP2 TP53INP1 TRAM1 TRAPPC4 TRIM13 TRIM61 TRIO TRMT1L TRPC5OS TSPAN12 TVP23B TVP23C TXLNG U2SURP UBE2B UBE2H UBE2O UBE3C UBR1 ULBP1 USP25 USP32 USP48 USP7 VCAM1 VCL VKORC1L1 VNN1 WAC WDR72 WDR82 WT1 XIAP ZC2HC1A ZCCHC24 ZFX ZIK1 ZMYM6 ZNF292 ZNF326 ZNF441 ZNF518A ZNF570 ZNF619 ZNF649 ZNF830 ZNRF3 ZSWIM6 LET_7F_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LET_7F_5P ABCB9 ABCC5 ABL2 ABT1 ACER2 ACSL6 ACTA1 ACVR1C ACVR2A ADAMTS15 ADAMTS8 ADRB2 ADRB3 AEN AGAP1 AGO4 AHCTF1 AKAP6 AMOT AMT ANKRA2 AP1S1 APBB3 ARG2 ARHGAP28 ARHGEF38 ARID3A ARID3B ARL5A ARMT1 ASAP1 ATL2 ATOSB ATP2A2 ATP8B4 B3GNT7 B4GAT1 BACH1 BEGAIN BEND4 BIN3 BSN BZW1 C14orf28 C15orf39 C19orf47 C8orf58 CADM2 CARNMT1 CASP3 CBX5 CCL7 CCND2 CCNJ CCR7 CD164 CD59 CDC25A CDC34 CDKN1A CEMIP2 CEP120 CEP135 CERCAM CERT1 CHD4 CLCN5 CLDN12 CLDN16 CLP1 CNOT6L CNTRL COIL COL1A2 COL27A1 COL3A1 COL4A1 COL4A2 COL4A6 COL5A2 CPA4 CPEB1 CPEB2 CPEB3 CRTAM DCAF15 DCUN1D2 DDI2 DDTL DDX19A DDX19B DHX57 DIP2A DLC1 DLST DMD DNA2 DNAAF9 DNAJA2 DNAJC1 DPH3 DPP6 DTX2 DTX4 DUSP1 DUSP22 DVL3 E2F2 E2F5 E2F6 EDEM3 EDN1 EEA1 EEF2K EFHD2 EIF4G2 ELF4 ELP1 ENTPD7 ENTREP2 EPHA4 ERCC4 ERCC6 ERO1A ESR2 FAM104A FAM135A FASLG FAXC FBXL12 FGD6 FGF11 FIGN FIGNL2 FNDC3A FNDC3B FNIP1 FNIP2 FRAS1 FRMD4B FZD3 FZD4 GABBR2 GALC GALNT1 GALNT2 GAN GAS7 GATM GCNT4 GDF6 GFM2 GJC1 GNG5 GNPTAB GOLT1B GPATCH2 GPCPD1 GPR26 GTF2I GXYLT1 GYG2 HAND1 HAS2 HDLBP HDX HECTD2 HIC2 HIF1AN HIP1 HMGA2 HOOK1 HOXA1 HOXD1 HSPA14 IGDCC3 IGDCC4 IGF1R IGF2BP1 IGF2BP2 IGF2BP3 IKZF2 IL13 IMPG2 INSR IQCB1 IRS2 ITGB3 KCNC2 KCNJ11 KCTD17 KCTD21 KDM3A KIAA0930 KIAA1958 KLF8 KLF9 KLHDC8B KLHL31 LAMP2 LBR LEPROTL1 LIMD2 LIN28A LIN28B LINGO1 LIPH LIPT2 LPGAT1 LRIG2 LRIG3 MAP3K1 MAP3K9 MAP4K3 MAPK6 MAPK8 MARS2 MASP1 MBD2 MDM4 MED8 MEF2C MEIS2 MFSD4A MIB1 MMS22L MRS2 MTDH MYCN NAP1L1 NEK3 NGF NHLRC3 NIPAL4 NKAPD1 NME4 NME6 NPEPL1 NPHP3 NR6A1 NRAS NYNRIN ONECUT2 OPA3 OSBPL3 OSMR PABIR1 PALD1 PAPPA PARP8 PARPBP PBX1 PBX2 PBX3 PCDH19 PCGF3 PDE12 PDP2 PDPR PEG10 PEX11B PGRMC1 PIGA PIK3IP1 PLA2G3 PLAGL2 PLEKHA8 PLEKHG6 PLEKHO1 PLPP5 PLPP6 PLXNC1 PLXND1 POGLUT1 POGZ POLL POLR3D PPP1R15B PPP1R16B PRLR PRPF38B PRSS22 PRTG PTAFR PTPRD PXDN PXT1 RAB11FIP4 RAB8B RALB RANBP2 RASGRP1 RBFOX2 RDX RFX6 RGS16 RGS6 RICTOR RIMOC1 RNF165 RNF20 RSPO2 RUFY3 SALL3 SALL4 SCD SCN11A SCN4B SDK1 SEMA4C SEMA4G SENP2 SENP5 SESTD1 SFMBT1 SIGLEC14 SIGLEC5 SKIL SLC10A7 SLC16A9 SLC20A1 SLC22A23 SLC25A27 SLC2A12 SLC31A2 SLC35D2 SLC38A9 SLC5A6 SLC5A9 SLF2 SMARCAD1 SMC1A SMIM3 SNX16 SNX30 SOCS4 SPRYD4 SRD5A3 SRGAP1 STARD13 STARD3NL STARD9 STIMATE STK40 STRBP STX3 SUB1 TAF9B TBKBP1 TECPR2 TET3 TGFBR1 TGFBR3 THOC2 THRSP TMC7 TMEM121B TMEM167A TMEM234 TMEM65 TMOD2 TMPPE TMPRSS2 TNFSF9 TRANK1 TRIM67 TRIM71 TRMT13 TSEN34 TSPEAR TTLL4 UGCG UHRF2 USP24 USP38 USP44 UTRN VAV3 VIRMA WDR37 WNT9B XK XKR8 XRN1 XYLT1 YOD1 YPEL2 ZBP1 ZBTB5 ZBTB8B ZCCHC9 ZFYVE26 ZNF275 ZNF280B ZNF322 ZNF512B ZNF516 ZNF583 ZNF644 ZNF689 ZNF710 ZNF784 ZSWIM5 LET_7G_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LET_7G_3P AAK1 ABCC5 ABHD17C ABTB2 ADGRG3 ADGRL2 ADGRL3 AFF4 AKAP1 ALX1 ANKS1A ANP32B ANTXR1 AP3S1 AP4M1 ARFGEF1 ARHGAP11A ARHGAP44 ARHGEF3 ARID4B ARL8A ARL8B ATAD2B ATL2 ATP13A3 ATP2A2 ATP5MK ATXN7L3 B3GNT9 BACH2 BAG3 BAP1 BAZ1A BBC3 BCAS1 BCL11B BCL2 BCL6 BRD1 C15orf40 C16orf54 C1QBP C1QL1 C1orf112 CACNA1D CADM2 CCDC126 CCNG2 CCSER1 CD83 CDADC1 CDH11 CDH4 CDYL CIBAR2 CITED2 CNKSR2 CNTN1 COLEC12 CPEB2 CPEB3 CRISPLD1 CTDSPL2 CUL1 CXCL10 CXXC4 DAB2IP DACH1 DCTN2 DCUN1D1 DLC1 DNMT3A DPY19L4 DSCAML1 DYRK4 EBF3 EFEMP1 EIF4ENIF1 ELAVL1 FAM43A FAT1 FAXC FBXL3 FBXO34 FBXO38 FEZF2 FLI1 FLRT1 FLRT3 FLT3LG FMR1 FOXJ3 FUBP1 FZD4 GABPB1 GABRA5 GDF6 GDNF GGNBP2 GNAL GNG5 GRB10 GSK3B HAPLN1 HAT1 HCN1 HECTD2 HID1 HIVEP1 HMGB2 HMGN1 HOXA1 HPS1 HS3ST1 HS6ST3 HSD11B1 IL1RAP IP6K1 IQCK ITGA10 ITGB1 JMJD1C KANSL1L KAT6A KAT6B KCND2 KCNJ6 KCNK1 KDM2B KDM3A KIAA2026 KIF13A KLF7 KPNA4 KRTAP4-9 LARP4 LETM2 LIAS LIN28B LINGO1 LMX1A LRIG1 LRP12 LRRTM3 M6PR MAGI2 MAP3K20 MAP4K3 MBD5 MBNL2 MBTD1 MCOLN3 MEA1 MED13L MEGF11 MEMO1 MRFAP1 MSH3 MXRA5 MYCBP2 MYO1E MYT1L NAMPT NAT8L NCOA6 NECAB1 NECTIN3 NEK6 NET1 NFIA NFKBIA NID1 NKX2-1 NLK NR2F1 OSBPL6 OSR2 PAPPA PAPSS2 PCGF5 PDE4D PDGFRA PDSS2 PGAP1 PGRMC2 PLCB1 POLH PPARGC1A PPP1CC PPP4R1 PRIMA1 PRR20A PRR20B PRR20C PRR20D PRR20E PSMA5 QSER1 RAB14 RAB5C RAD21 RAI1 RALYL RASGRF1 RASL11B RBBP5 RBM27 RBMS1 RBMS3 RD3L REV3L RFX3 RFX4 RMC1 RNF38 ROCK1 RORA RTL8A RXRA RXRG SALL3 SAT1 SDC3 SF3B1 SGK1 SH2B3 SHISA6 SHOC2 SLAIN2 SLC20A2 SLC24A2 SLC35A3 SLC35F3 SLC6A17 SLITRK3 SLITRK5 SMG1 SNAP91 SNRPB2 SP1 SP3 STARD4 STXBP5L SUSD6 SYNGAP1 TAB2 TANC2 TAOK1 TBP TCAF1 TCF7L2 TDO2 TENM3 TGFBRAP1 THAP11 TMEM106B TMEM130 TMEM165 TMEM170B TMSB4Y TMTC1 TNFSF11 TOMM20 TRHDE TSPAN3 UBE2G1 UCK2 UNK USP42 USP6NL VANGL2 VAV2 VAV3 VEZF1 VLDLR WIPI2 WTAP XPO4 ZEB1 ZFAND5 ZIC2 ZNF143 ZNF341 ZNF367 ZNF384 ZNF638 ZNF90 LET_7G_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LET_7G_5P ABCB9 ABCC5 ABL2 ABT1 ACER2 ACSL6 ACTA1 ACVR1C ACVR2A ADAMTS15 ADAMTS8 ADRB2 ADRB3 AEN AGAP1 AGO4 AHCTF1 AKAP6 AMOT AMT ANKRA2 AP1S1 APBB3 ARG2 ARHGAP28 ARHGEF38 ARID3A ARID3B ARL5A ARMT1 ASAP1 ATL2 ATOSB ATP2A2 ATP8B4 B3GNT7 B4GAT1 BACH1 BEGAIN BEND4 BIN3 BSN BZW1 C14orf28 C15orf39 C19orf47 C8orf58 CADM2 CARNMT1 CASP3 CBX5 CCL7 CCND2 CCNJ CD164 CD59 CDC25A CDC34 CDKN1A CEMIP2 CEP120 CEP135 CERCAM CERT1 CHD4 CLCN5 CLDN12 CLDN16 CLP1 CNOT6L CNTRL COIL COL1A2 COL27A1 COL3A1 COL4A1 COL4A2 COL4A6 COL5A2 CPA4 CPEB1 CPEB2 CPEB3 CRTAM DCAF15 DCUN1D2 DDI2 DDTL DDX19A DDX19B DHX57 DIP2A DLC1 DLST DMD DNA2 DNAAF9 DNAJA2 DNAJC1 DPH3 DPP6 DTX2 DTX4 DUSP1 DUSP22 DVL3 E2F2 E2F5 E2F6 EDEM3 EDN1 EEA1 EEF2K EFHD2 EIF4G2 ELF4 ELP1 ENTPD7 ENTREP2 EPHA4 ERCC4 ERCC6 ERO1A ESR2 FAM104A FAM135A FASLG FAXC FBXL12 FGD6 FGF11 FIGN FIGNL2 FNDC3A FNDC3B FNIP1 FNIP2 FRAS1 FRMD4B FZD3 FZD4 GABBR2 GALC GALNT1 GALNT2 GAN GAS7 GATM GCNT4 GDF6 GFM2 GJC1 GNG5 GNPTAB GOLT1B GPATCH2 GPCPD1 GPR26 GRPEL2 GTF2I GXYLT1 GYG2 HAND1 HAS2 HDLBP HDX HECTD2 HIC2 HIF1AN HIP1 HMGA2 HOOK1 HOXA1 HOXD1 HSPA14 IGDCC3 IGDCC4 IGF1R IGF2BP1 IGF2BP2 IGF2BP3 IKZF2 IL13 IMPG2 INSR INTS6L IQCB1 IRS2 ITGB3 KCNC2 KCNJ11 KCTD17 KCTD21 KDM3A KIAA0930 KIAA1958 KLF8 KLF9 KLHDC8B KLHL31 LAMP2 LBR LEPROTL1 LIMD2 LIN28A LIN28B LINGO1 LIPH LIPT2 LPGAT1 LRIG2 LRIG3 MAP3K1 MAP3K9 MAP4K3 MAPK6 MAPK8 MARS2 MASP1 MBD2 MDM4 MED8 MEF2C MEIS2 MFSD4A MIB1 MMS22L MRS2 MTDH MTUS1 MYCN NAP1L1 NEK3 NGF NHLRC3 NIPAL4 NKAPD1 NME4 NME6 NPEPL1 NPHP3 NR6A1 NRAS NYNRIN ONECUT2 OPA3 OSBPL3 OSMR PABIR1 PALD1 PAPPA PARP8 PARPBP PBX1 PBX2 PBX3 PCDH19 PCGF3 PDE12 PDPR PEG10 PEX11B PGRMC1 PIGA PIK3IP1 PLA2G3 PLAGL2 PLEKHA8 PLEKHG6 PLEKHO1 PLPP5 PLPP6 PLXNC1 PLXND1 POGLUT1 POGZ POLL POLR3D PPP1R15B PPP1R16B PRLR PRPF38B PRSS22 PRTG PTAFR PTPRD PXDN PXT1 RAB11FIP4 RAB8B RALB RANBP2 RASGRP1 RBFOX2 RDX RFX6 RGS16 RGS6 RICTOR RIMOC1 RNF165 RNF20 RSPO2 RUFY3 SALL3 SALL4 SCD SCN11A SCN4B SDK1 SEMA4C SEMA4G SENP2 SENP5 SESTD1 SFMBT1 SIGLEC14 SIGLEC5 SKIL SLC10A7 SLC16A9 SLC20A1 SLC22A23 SLC25A27 SLC2A12 SLC31A2 SLC35D2 SLC38A9 SLC5A6 SLC5A9 SLF2 SMARCAD1 SMC1A SMIM3 SNX16 SNX30 SOCS4 SPRYD4 SRD5A3 SRGAP1 STARD13 STARD3NL STARD9 STIMATE STK40 STRBP STX3 SUB1 TAF9B TBKBP1 TECPR2 TET3 TGFBR1 TGFBR3 THOC2 THRSP TMC7 TMEM121B TMEM167A TMEM234 TMEM65 TMOD2 TMPPE TMPRSS2 TNFSF9 TRANK1 TRIM67 TRIM71 TSEN34 TSPEAR TTLL4 UGCG UHRF2 USP24 USP38 USP44 UTRN VAV3 VIRMA WDR37 WNT9B XK XKR8 XRN1 XYLT1 YOD1 YPEL2 ZBP1 ZBTB5 ZBTB8B ZCCHC9 ZFYVE26 ZNF275 ZNF280B ZNF322 ZNF512B ZNF516 ZNF583 ZNF644 ZNF689 ZNF710 ZNF784 ZSWIM5 LET_7I_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LET_7I_3P ADHFE1 ATP2A2 CAMK2N1 DICER1 DLX5 LET_7I_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LET_7I_5P ABCB9 ABCC5 ABL2 ABT1 ACER2 ACSL6 ACTA1 ACVR1C ACVR2A ADAMTS15 ADAMTS8 ADRB2 ADRB3 AEN AGAP1 AGO4 AHCTF1 AKAP6 AMOT AMT ANKRA2 AP1S1 APBB3 ARG2 ARHGAP28 ARHGEF38 ARID3A ARID3B ARL5A ARMT1 ASAP1 ATL2 ATOSB ATP2A2 ATP8B4 B3GNT7 B4GAT1 BACH1 BEGAIN BEND4 BIN3 BSN BZW1 C14orf28 C15orf39 C19orf47 C8orf58 CADM2 CARNMT1 CASP3 CBX5 CCL7 CCND2 CCNJ CD164 CD59 CDC25A CDC34 CDKN1A CEMIP2 CEP120 CEP135 CERCAM CERT1 CHD4 CLCN5 CLDN12 CLDN16 CLP1 CNOT6L CNTRL COIL COL1A2 COL27A1 COL3A1 COL4A1 COL4A2 COL4A6 COL5A2 CPA4 CPEB1 CPEB2 CPEB3 CRTAM DCAF15 DCUN1D2 DDI2 DDTL DDX19A DDX19B DHX57 DIP2A DLC1 DLST DMD DNA2 DNAAF9 DNAJA2 DNAJC1 DPH3 DPP6 DTX2 DTX4 DUSP1 DUSP22 DVL3 E2F2 E2F5 E2F6 EDEM3 EDN1 EEA1 EEF2K EFHD2 EIF4G2 ELF4 ELP1 ENTPD7 ENTREP2 EPHA4 ERCC4 ERCC6 ERO1A ESR2 FAM104A FAM135A FASLG FAXC FBXL12 FGD6 FGF11 FIGN FIGNL2 FNDC3A FNDC3B FNIP1 FNIP2 FRAS1 FRMD4B FZD3 FZD4 GABBR2 GALC GALNT1 GALNT2 GAN GAS7 GATM GCNT4 GDF6 GFM2 GJC1 GNG5 GNPTAB GOLT1B GPATCH2 GPCPD1 GPR26 GRPEL2 GTF2I GXYLT1 GYG2 HAND1 HAS2 HDLBP HDX HECTD2 HIC2 HIF1AN HIP1 HMGA2 HOOK1 HOXA1 HOXD1 HSPA14 IGDCC3 IGDCC4 IGF1R IGF2BP1 IGF2BP2 IGF2BP3 IKZF2 IL13 IMPG2 INSR INTS6L IQCB1 IRS2 ITGB3 KCNC2 KCNJ11 KCTD17 KCTD21 KDM3A KIAA0930 KIAA1958 KLF8 KLF9 KLHDC8B KLHL31 LAMP2 LBR LEPROTL1 LIMD2 LIN28A LIN28B LINGO1 LIPH LIPT2 LPGAT1 LRIG2 LRIG3 MAP3K1 MAP3K9 MAP4K3 MAPK6 MAPK8 MARS2 MASP1 MBD2 MDM4 MED8 MEF2C MEIS2 MFSD4A MIB1 MMS22L MRS2 MTDH MTUS1 MYCN NAP1L1 NEK3 NGF NHLRC3 NIPAL4 NKAPD1 NME4 NME6 NPEPL1 NPHP3 NR6A1 NRAS NYNRIN ONECUT2 OPA3 OSBPL3 OSMR PABIR1 PALD1 PAPPA PARP8 PARPBP PBX1 PBX2 PBX3 PCDH19 PCGF3 PDE12 PDP2 PDPR PEG10 PEX11B PGRMC1 PIGA PIK3IP1 PLA2G3 PLAGL2 PLEKHA8 PLEKHG6 PLEKHO1 PLPP5 PLPP6 PLXNC1 PLXND1 POGLUT1 POGZ POLL POLR3D PPP1R15B PPP1R16B PRLR PRPF38B PRSS22 PRTG PTAFR PTPRD PXDN PXT1 RAB11FIP4 RAB8B RALB RANBP2 RASGRP1 RBFOX2 RDX RFX6 RGS16 RGS6 RICTOR RIMOC1 RNF165 RNF20 RSPO2 RUFY3 SALL3 SALL4 SCD SCN11A SCN4B SDK1 SEMA4C SEMA4G SENP2 SENP5 SESTD1 SFMBT1 SIGLEC14 SIGLEC5 SKIL SLC10A7 SLC16A9 SLC20A1 SLC22A23 SLC25A27 SLC2A12 SLC31A2 SLC35D2 SLC38A9 SLC5A6 SLC5A9 SLF2 SMARCAD1 SMC1A SMIM3 SNX16 SNX30 SOCS4 SPRYD4 SRD5A3 SRGAP1 STARD13 STARD3NL STARD9 STIMATE STK40 STRBP STX3 SUB1 TAF9B TBKBP1 TECPR2 TET3 TGFBR1 TGFBR3 THOC2 THRSP TMC7 TMEM121B TMEM167A TMEM234 TMEM65 TMOD2 TMPPE TMPRSS2 TNFSF9 TRANK1 TRIM67 TRIM71 TSEN34 TSPEAR TTLL4 UGCG UHRF2 USP24 USP38 USP44 UTRN VAV3 VIRMA WDR37 WNT9B XK XKR8 XRN1 XYLT1 YOD1 YPEL2 ZBP1 ZBTB5 ZBTB8B ZCCHC9 ZFYVE26 ZNF275 ZNF280B ZNF322 ZNF512B ZNF516 ZNF583 ZNF644 ZNF689 ZNF710 ZNF784 ZSWIM5 MIR100_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR100_3P ADAM18 AKIRIN2 ANO2 ANP32E ARFGEF3 ATRN ATRX BCAS2 BHLHE40 BMPR2 CBFB CCT6A CEP68 DNAJC27 DOCK3 DUSP11 E2F3 EBF1 ECI2 ELSPBP1 ENKUR FAM169A FAM177A1 FBN2 FBXL2 FEM1C GGA2 ID4 LINC01517 LRRC57 MAGOHB MIA2 MSH3 NAB1 NBEA NECTIN3 NT5DC1 OSMR OXGR1 PACSIN1 PHF20L1 PRR13 PSD3 RALA RBX1 RHOQ RTN4 SAV1 SEC24A SERPINB1 SGK3 SLC9A9 SOCS5 SPIN1 STOM SVIP SYT10 THRSP TMEM167A TMEM33 TMEM64 TOB1 TTC14 TUBGCP4 VAMP3 VPS53 ZNF143 ZNF326 ZNHIT3 ZSWIM5 MIR100_5P_MIR99A_5P_MIR99B_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR100_5P_MIR99A_5P_MIR99B_5P ATP11C BAZ2A CTDSPL ETFDH FGFR3 FZD8 HS3ST2 HS3ST3B1 KBTBD8 MTOR NOX4 NR6A1 PCSK9 RAVER2 SMARCA5 TRIB2 TTC39A ZZEF1 MIR101_2_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR101_2_5P ASAP2 DNAJC21 HERC5 PRKAA1 SART3 SOX9 MIR101_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR101_3P ABCC5 ABHD17B ABHD17C ACVR2B ADAMTS10 ADAMTS17 ADAMTS3 ADAMTSL3 ADRB1 AEBP2 AFAP1 AFDN AGA AGAP1 AGGF1 AJAP1 AKT3 ANKRD11 ANKRD17 ANKRD28 ANKRD44 ANKRD50 ANKS1A ANXA10 AP1G1 AP3S1 APLP2 APP ARAP2 ARHGAP17 ARHGAP18 ARHGEF3 ARID1A ARID5B ASAP1 ASCC3 ASPN ATAD2B ATOSA ATP11B ATP1B1 ATP2B2 ATP5MC2 ATRX ATXN1 ATXN1L BBX BCL2L11 BCL9 BDP1 BEAN1 BEGAIN BICD2 BICRA BMAL2 BRPF1 BTBD3 C1orf52 C8orf44-SGK3 C8orf76 C9orf72 CACNA1D CACNB2 CADM2 CALCRL CAMTA1 CAPS2 CARNMT1 CASTOR2 CAV3 CBFA2T2 CBLL1 CCNJ CCNT2 CCSER1 CD86 CDH5 CDK8 CDKL5 CDYL CEBPA CEP126 CEP350 CERS2 CHAC2 CHST12 CILK1 CIR1 CLDN11 CNTN3 COL10A1 COL12A1 COTL1 CPEB2 CPEB3 CREBRF CRISPLD1 CSRP2 CTNND2 CTTNBP2 CUL3 CXXC4 CYB561D2 DAG1 DCAF7 DCBLD2 DDX3X DEGS1 DENND1B DIP2B DIP2C DIPK2A DISC1 DLG5 DMXL2 DNMT3A DR1 DSTYK DUSP1 E2F8 EED ELOC EMP1 EMP2 ENPP2 ENY2 EPHA5 EPN2 ERBIN ERO1A ERO1B ETNK1 EVI5 EYA1 EZH2 FAM114A1 FAM222A FAM222B FAT3 FBN2 FBXW11 FBXW7 FEM1C FGA FKTN FLRT3 FMNL3 FNDC3A FOS FRYL FUCA2 FZD4 FZD6 GAB1 GABPB1 GABRB2 GALNT1 GCLC GFRA1 GID4 GJA1 GLCCI1 GLIPR1L1 GNB1 GPATCH2 GPR85 GRAMD4 GSK3B H2AZ2 HEY2 HIPK3 HIVEP3 HSPE1-MOB4 HTRA3 HVCN1 IFFO2 IL13 IL1R1 ING3 INO80D IPO8 IQSEC1 ITGA8 JAKMIP2 JDP2 KBTBD8 KCNA1 KCNB2 KCNH7 KCNJ6 KCNN3 KDM3B KDM5A KDM6B KDM7A KIAA1586 KIF2A KIF3A KIF5B KLF2 KLF3 KLF6 KLHDC1 KPNB1 LAMB4 LCOR LCORL LGI2 LRAT LRCH2 LRP2 LRRC1 MAGI1 MAGI2 MAK MAML3 MAP3K13 MAP3K4 MAP3K9 MAPK1 MAPK6 MARK1 MBNL1 MED13 MED14OS MEIS2 MEX3B MFSD6 MGAT4A MIGA1 MITF MLEC MOB4 MORC3 MORN4 MPHOSPH9 MPP7 MPPE1 MRGBP MRTFB MSI2 MSX1 MTCL1 MTMR2 MTOR MTSS2 MTX3 MYCN MYO1E N4BP2 NAA15 NACA NACA2 NACC2 NDFIP1 NDST3 NEK4 NEK7 NEMP2 NEUROD1 NFE2L2 NID2 NLK NOTCH1 NOVA1 NPNT NPTX1 NR1D2 NRCAM NRK NSD1 NUP42 OBI1 OPN3 OTUD3 OTUD4 PABIR3 PAFAH1B1 PALM2AKAP2 PAPOLG PBX3 PCDH7 PCDH8 PDE4A PDE4D PDS5B PHACTR2 PI15 PIEZO1 PIKFYVE PIP5K1C PITPNB PLXNA2 PNRC1 POGK POLR3K POMP POU4F2 PPARGC1B PPFIA1 PPFIA2 PPFIA4 PPM1A PPP2R2A PPTC7 PRICKLE1 PRKAA1 PRKCE PRKD3 PRPF4B PSPC1 PTBP3 PTCH1 PTGS2 PTPN9 PURA PURB PURG PYGO1 RAB15 RAB1A RAB39B RAB4A RAB5A RAC1 RALGPS2 RANBP9 RAP1B RAP2C RASD2 RASGRP3 RBM25 RCN2 REV3L RFPL4B RFX3 RFX4 RIMBP2 RIN2 RNF111 RNF38 ROBO2 RORA RXRB SACM1L SALL1 SCN2A SCN8A SEL1L SELENOI SELENOT SEMA3G SEPTIN11 SGK1 SGK3 SGPP2 SH2B3 SH3PXD2A SHISA6 SINHCAF SIX4 SLAIN2 SLC12A2 SLC19A2 SLC1A1 SLC20A2 SLC25A3 SLC30A7 SLC39A10 SLC7A11 SMARCA1 SMARCA4 SMARCA5 SMARCD1 SOCS2 SOCS5 SOX9 SPATA2 SPG11 SPIRE1 SPRED1 SSBP2 SSH1 ST7 STAG2 STAMBP STC1 STMP1 STRN3 SUB1 SULT4A1 SV2C SYNCRIP TAB3 TAL1 TBC1D12 TBRG1 TENT5A TET2 TFAP4 TFB2M TGFBR1 TGFBR3 TGIF2 THAP1 TIAM2 TJP1 TMEM201 TMEM65 TNPO1 TNRC18 TNRC6B TOGARAM1 TRIM24 TRPC4 TSHZ3 TULP4 UBE2A UBE2D1 UBE2D2 UBN2 UBR3 UGGT1 UNC79 USP38 USP47 UTS2B VLDLR VSX1 WWTR1 ZBED4 ZBTB18 ZBTB21 ZBTB34 ZBTB41 ZBTB5 ZC3H11A ZCCHC2 ZDHHC20 ZDHHC21 ZEB1 ZFAND3 ZFAND4 ZFHX4 ZFP36L2 ZIC1 ZMAT3 ZMYM2 ZNF24 ZNF367 ZNF385B ZNF451 ZNF532 ZNF557 ZNF618 ZNF746 ZNF749 ZNF827 ZSWIM6 MIR101_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR101_5P AASDHPPT AIMP1 ASPH BAG2 BAHCC1 BLMH C18orf54 CAMSAP2 CASK CCDC50 CDYL DMC1 DMP1 FKBP5 FRYL GINS1 GLT8D2 GPATCH8 GSPT2 HSDL2 HSPE1 LOX NCEH1 NPY5R OGN OLIG3 OTULINL PHIP REEP3 RPL22L1 SBF2 SGCB SLAMF6 SLC17A3 SLC40A1 SLITRK3 SLITRK5 SLMAP SPIN2A SPIN2B TARS1 TCFL5 TRIM2 TWIST1 MIR10226 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR10226 ADGRA1 AFF4 AIDA AKAP10 AKAP11 ANKDD1A ANKRD44 AOPEP ARRDC3 ATP11A ATP2A2 BAZ1A BEND6 BRINP3 BTBD3 BTN1A1 C1GALT1C1 CACNB1 CCDC141 CDC14A CWH43 DENND3 DENND6A DOK6 DOP1A EFNB2 ELAVL4 EPHA5 FBLIM1 FBXO45 FIGN FSBP HMGA2 HSF5 IGF2 KCNAB1 MAPK6 MARCHF7 MED14 MTX2 NEDD9 NXT1 NXT2 OSBPL10 PPIL1 PTPRT RAD54B RGS22 RIMS1 RSPH4A RTL3 RXRG SCARA3 SCYL2 SLC13A1 SLC2A12 SLC4A8 SNX2 SSBP2 SYT14 TBC1D25 TKFC TMEM121B TRPS1 TSTD2 TXNDC15 WARS2 WASF2 WDTC1 ZNF175 ZNF268 ZNF407 ZNF439 ZNF511 ZNF559 ZNF605 ZNF616 ZNF853 MIR10392_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR10392_3P CISH GRAMD1A IRAK1 LTB PTPN14 SYN2 MIR10393_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR10393_3P ADAM21 AGAP11 AGAP4 AGAP5 AGAP6 AGAP9 AKR1B1 ANKRD27 AP3D1 AP4B1 ARHGEF17 ARL3 ATP6V1A AZI2 BCL11B BTBD10 CCDC39 CDK8 CHD1 CNOT2 COBL COMT CPPED1 CRIM1 CSGALNACT2 CTNND2 DCTN2 DOCK3 EEPD1 ENPEP ERRFI1 F8 FGFR1 FKTN FSCN1 GASK1B GPCPD1 GPR3 GPX8 GTPBP10 IFIT2 INVS IP6K3 KDM5C KIRREL1 LAMA3 LDLRAP1 LRP4 LRRC38 LTA MAB21L1 MAN1A2 MAP3K2 NDRG2 NFKB1 NGFR NIF3L1 NLGN4Y NOP9 NR3C1 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHAC1 PCDHAC2 PCYT1B PKDREJ PLEKHG1 POLH PTEN RAB5C RANBP6 RHOF RNF170 RPA1 RTL5 SENP1 SFSWAP SLC25A5 SLC7A6 SMOC2 SOX8 STON1 TAX1BP1 TECRL TERF2IP TFB1M THSD7B TNFSF10 TRAK2 TRPC5OS TUBE1 VGLL2 VGLL4 VPS54 YIPF4 YWHAE ZBTB14 ZNF280A ZNF485 MIR10393_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR10393_5P ABL2 ACKR4 ADAM7 ADAMTS3 ANOS1 ARL13B ARRDC2 AVL9 BEND7 BICD2 BTG1 C1orf52 C2CD6 CA8 CAMK4 CCDC71L CEP126 CEP128 CEP44 CERT1 CNOT6L CNST CNTLN COL17A1 COL4A1 CTTN CYCS CYP2U1 DENND1B DISC1 DLX5 DNTT EMB ERC1 EXOC5 FAM107B FAR2 FBXO47 FCRL2 FUT9 GFRA1 GIN1 GIPC2 GPR180 GRM5 HNRNPA0 HNRNPU HTR2C IDH3A IL6ST JADE1 JAM2 KLF6 KPNA1 KRBOX4 LBR LPP LRIF1 LRRTM4 MAPK8 MARVELD3 MBD1 MCUR1 MEX3B MFSD6 MMP20 MSANTD3 MYEF2 MYOF NBEA NONO NRIP1 PAPOLB PDPK1 PIAS1 PIGR PIP4P2 PLCXD3 POLD3 PTK2 RAB27B RAB28 RAB39B RANBP3L RAPGEF4 RBM18 RBM39 RC3H1 RERG RGS20 RREB1 SAMHD1 SEMA6A SIKE1 SIX4 SLC10A2 SLC40A1 SLC47A1 SLF2 SMAP1 SMIM8 SPINK5 STT3B TARDBP TBC1D25 TBC1D9 THEMIS TMEM265 TMPRSS11A TXNDC17 UBE2V2 UCP3 UNKL USP22 WDFY2 YIPF4 ZFP1 ZFP90 ZNF117 ZNF189 ZNF195 ZNF208 ZNF229 ZNF233 ZNF268 ZNF28 ZNF302 ZNF322 ZNF347 ZNF37A ZNF382 ZNF468 ZNF514 ZNF532 ZNF544 ZNF568 ZNF594 ZNF676 ZNF684 ZNF711 ZNF761 ZNF765 ZNF780B ZNF781 ZNF813 ZNF816 ZSCAN12 MIR10394_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR10394_5P ABI2 ACIN1 ADAM12 ADAM7 ADAR ADNP2 AGO1 ALDH7A1 AMMECR1 AMZ1 ANKRD17 ANKS1A AP2A2 ARF6 ARHGAP17 ASB7 ASTN1 ATXN1 ATXN1L BCL2L11 BICDL1 C1orf21 C1orf226 CABYR CACNA1A CASTOR2 CCND2 CCR4 CDCA2 CDS2 CEMIP CHMP7 CLTCL1 CNOT2 CNTD1 CNTFR COPS2 CTNND1 CUL4A DICER1 DIRAS1 DNAAF9 DNAJB1 DNAJC6 DNALI1 DOCK3 DSE EBPL EGLN3 EIF5A EIF5A2 ENGASE ENSG00000290147 EPHA3 ERLIN1 FAM120A FAM168B FAM217B FAM98A FBXL8 FHL1 FIBIN FOXI1 GLI3 GLIS3 GMFB GPHN GRIK3 GRM1 GSTM4 GUCA2A H2AJ HACD2 HCFC1R1 ICE1 IGDCC3 IPCEF1 ITPR2 JAM2 JCAD KAT7 KCTD9 KIAA0513 KLK6 LACC1 LBH LDAH LHFPL5 LSM14A MAP1B MFSD9 MKNK1 MLXIP MUC6 MYT1L N4BP1 NATD1 NCKIPSD NCS1 NFATC2 NMNAT2 NPC1L1 NT5C2 NTNG1 ORAI2 PCBP4 PDE2A PDE3B PELI2 PLAGL2 PNPLA5 POLDIP2 POLR2J3 POM121 PPARD PPIF PPP1R3B PPP4R3A PRRC2B PSME4 PTBP1 PTCHD1 PTPN11 QSOX2 RAB8B RAPGEF1 RASGEF1B RBM46 RGMA RGS16 RNF19A RRP7A SBNO1 SETD3 SFRP1 SH3PXD2A SLC24A4 SLC30A4 SLC35A3 SLC35F6 SLC4A4 SMARCE1 SNTG2 SNX21 SOGA1 SPAST SPRY3 SRGAP3 SSH1 ST3GAL5 ST6GAL2 STAU1 SUFU SYK TDRKH TEAD1 TM9SF3 TMEM230 TMEM248 TMEM62 TOR2A TPBG TSPAN13 TTYH2 TUB TXNDC17 UBE2W UHRF1 USB1 USP20 USP9X WNK3 WSB1 XYLB ZC2HC1C ZDHHC6 ZNF592 ZNF862 MIR10395_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR10395_3P ACBD5 ACE ADD3 AJUBA ALDH5A1 AMER2 ANKS1B ANO3 ATP11B ATRNL1 ATXN7 C18orf21 CADM2 CCDC71L CCDC88A CCNG1 CD34 CEACAM5 CEP170 CETN3 CHRNA5 CLGN CUL4B CYP20A1 DBT DIP2A DNAJC18 DSE EBNA1BP2 EPHX3 FAM161B FHDC1 FOXP2 FRY FSBP FZD6 GOLIM4 GOLT1B GPALPP1 GSK3B GTF2A1 GTF2B HERC4 HNRNPH1 HPF1 HSPE1-MOB4 HYCC2 IGSF10 IL7 IPO5 IRF2BP2 KCNT2 KCTD12 KCTD6 KIF13A KLF5 KLF6 KLHL42 KRTAP4-2 LRRC1 MATR3 MED13L MFSD14A MFSD14B MGST1 MOB4 NLK NLRC3 NMNAT1 NR1H2 NUP58 ODF1 OPA3 OTUD4 OXR1 PARP3 PAXBP1 PDE10A PER1 PGM3 PLAA POLR1B PPM1B PPP2CA PRDM8 PRND PSG11 PSG2 PSG5 PSMD14 QKI RAB3B RABL3 RAD54B RASGRF1 RETREG1 RNF182 RPF2 RPP30 RPRM SFT2D2 SH3BGRL SHFL SLC51A SNX1 SPARC SPIN2A SYPL1 SYT10 TGOLN2 TLCD4 TLL1 TM7SF3 TNKS2 TOB2 TOX UGCG UQCRB VGLL3 VPS13A VPS53 VSIG1 WASL YME1L1 YTHDC2 ZBTB5 ZCCHC8 ZDBF2 ZEB1 ZFP1 ZHX1 ZMPSTE24 ZNF131 ZNF37A ZNF439 ZNF440 ZNF519 ZNF554 ZNF696 ZNF704 ZNF865 ZYG11B MIR10395_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR10395_5P ADIPOQ ANKEF1 ANTXR1 ARHGAP20 BECN1 C12orf56 CEP120 CRACD CSPP1 DCLK1 ERG28 ERICH3 FAM217A FOXQ1 GAPDH GARIN6 GLIPR1L2 GNA13 GNB5 GSG1L HARBI1 HECW2 IFNA2 IGF2 IGF2BP2 INTS6 KALRN KAT6A LARS1 LGALS8 LIPI LSAMP MAN1C1 MBTPS1 MED14OS MPP3 MRPL11 MRPS24 NFATC3 NT5E PAM PCDH9 PDZD8 PLPP5 PPP4R4 PRKRA RHOT1 SAR1B SCYL2 SET SH3GLB1 SLC10A2 SLC24A2 SMURF1 SPA17 SPAM1 SPICE1 STAG2 SUCNR1 TATDN1 TMEM236 TMTC3 TNRC6A TRDN URGCP-MRPS24 USP9X VSTM4 VWC2 WASL WNK2 XRN1 ZNF280D ZNF813 ZNF860 MIR10396A_3P_MIR10396B_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR10396A_3P_MIR10396B_3P CERS1 CLOCK TAFA3 YPEL2 ZNF319 MIR10396A_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR10396A_5P AP5Z1 HS6ST1 IQSEC2 L3MBTL2 NFIX PELI3 RGMA ROR2 SURF4 MIR10396B_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR10396B_5P ABO ACSL3 AP5Z1 DPP9 DUOXA2 ESPN FKBP8 HOXC10 MDGA1 MIA2 NFIX NRARP SCRT1 SIRT6 SLC29A3 STK11 STPG1 TGFB1 TNFRSF8 MIR10397_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR10397_3P ADAMTS3 AMMECR1L ANKRD13C APBA1 ATXN1L B4GALT6 CD2AP DEPDC1 DHFR DMD EIF4E FUT9 GEM GPR156 HDAC2 KIF21A LEKR1 LMO7 MAGEL2 MAPK6 MLLT3 NQO1 PDE1A PIK3CB PLSCR1 PPARG PPP4R1 PTGFR PUM1 PUS10 RAB11A RAP2C RERE RING1 RPGRIP1L SEC24B SEMA3F SEPSECS SGIP1 SHPRH SNRPB2 SPRY3 SSMEM1 TENT4B TYR ZDHHC21 ZDHHC9 MIR10397_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR10397_5P ACSF2 ADAMTS15 AP3S1 ASH2L ATG16L1 ATRN AVL9 B3GNT5 BCO2 BDNF BRWD3 C2orf88 CCP110 CDC73 CDIN1 CLMP COX16 CREBRF DNAJC16 EPB41L5 EPHA4 FAM104A FAM118A FAM229B FOXJ3 FOXN1 KIF5C LAMP3 LRRC8C LUC7L3 MLF1 MRPL3 MYCBP NANOS2 NKAIN2 NOD1 PIK3C2B POLR3F PPP1R14C PRLR PROS1 RAB28 RAP2C RCBTB2 RDH10 RNF139 SACM1L SAMD9L SCAF8 SLC17A7 SLC22A4 SLC35F5 SLC38A4 SMURF2 SNX18 SPEN STRN3 SYNC SYNCRIP SYNJ2BP-COX16 THSD7B TLR4 TRIP12 TSC1 UGT2B4 UNC5D VAMP4 VCPKMT VPS13C ZNF736 ZNF75D ZNF780B ZXDB MIR10398_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR10398_3P KLLN RBM14-RBM4 RBM4 TEX35 TFAP2A MIR10398_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR10398_5P ADCY1 AMOT C1orf74 CAMK2G CCDC116 CD1E CDC73 CENPO CEP164 CFAP47 ECE1 ELAVL1 ENG ERCC1 EXTL3 FAM131C FLT1 FRMPD4 GCSAM GDNF GFUS GON4L GRAMD1B HDAC8 HECW2 HEG1 HINFP IBA57 ICMT KCNAB2 KCNK3 LDB3 LHFPL4 METRNL MPHOSPH8 NECTIN1 NNAT NUTM2G OSBPL6 P2RX6 PDS5B PLAGL2 POU2F2 PPP1R16B PRCP PRICKLE2 PRRT2 PRTG PYGM RASL10B RASSF2 RASSF8 RRM2 SETD7 SGPP1 SHISAL1 SIGMAR1 SKP2 SLC16A2 SLC20A1 SLCO2B1 SMARCD2 SMIM7 SNAP91 SOCS2 SRF STX7 TAOK1 TEX101 TGM6 UCK1 USP15 USP30 VANGL1 WIZ XRCC5 YIPF6 ZMIZ1 ZNF672 MIR10399_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR10399_3P CDC27 FAN1 GABRP KCNK3 MTA1 NFATC2 PECAM1 PTGES3L MIR10399_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR10399_5P A4GNT AAK1 ABHD18 ABI1 ABI3BP ABL2 ABTB2 ACP6 ADAMTS3 ADAMTS5 ALDH1A3 ANKRD10 ANKRD22 ANKRD44 ANOS1 APC APPL2 ARFGEF1 ARHGAP12 ARID1A ARID4B ARIH1 ARSJ ASB1 ASPN ATAD2B ATP1A2 BCL11A BMP7 BMPR2 BZW1 C17orf75 C2CD5 CACNB4 CAMKK1 CAMSAP2 CAPZA2 CASK CCDC102A CCDC186 CCND3 CCSER1 CCSER2 CDC73 CDH8 CEP20 CHMP4B CHRNA5 CHUK CLCN3 CNOT2 CNR1 CNST CNTN4 COL11A1 COL4A1 COL5A2 COPS5 CPEB2 CPNE8 CREB1 CSE1L CTDSPL2 CTNNB1 CTTNBP2 CTTNBP2NL CUL2 CYP20A1 CYP27C1 DAB2IP DCAF7 DCK DHX36 DLGAP1 DNAJC6 DOCK10 DOP1B DYNC1H1 EDDM3A EEA1 EIF4E EIF4G2 EIF5A2 ELF3 ELOVL5 ELOVL6 EMP2 ENSG00000286190 ENTPD7 ERLIN1 ETV1 FAM218A FBN1 FCHO2 FGF9 FNDC3B FOXO1 FUNDC1 GAPVD1 GAREM1 GCLC GCLM GFPT1 GJC1 GLCCI1 GPC6 GPHN GPR180 GPR82 GRIA4 GRIK2 GSE1 HAPLN1 HCN1 HECTD3 HIVEP2 HMGB1 HMGB3 HMMR HOOK3 HOXA1 HSPA13 HSPD1 HTATIP2 HYCC2 IFIT1 IGF2R IKZF5 INO80D INPP5B INTS12 IPO4 ITGB8 ITM2B ITSN1 JAZF1 JMY KAT2B KAT6A KCNN4 KHDRBS2 KIF13A KLF4 KLHL24 KLHL5 KRAS LARP6 LATS1 LCLAT1 LCOR LDHD LEMD3 LHX6 LIPF LRP1B LSM11 LSM14A LSMEM2 MAGEA10 MAMLD1 MAN2A1 MAPK1 MAPK10 MAPK8 MAPK8IP1 MARK1 MED13 MEF2C MEGF10 MEGF11 METAP1 METTL15 MOB1B MPHOSPH6 MPP7 MRPL51 MS4A15 MSI2 MSX1 MTCL1 MTM1 MX1 MYOCD NAA16 NAMPT NCAPG2 NCSTN NECAB1 NEGR1 NEK7 NF1 NIF3L1 NLK NPAS2 NR4A2 NT5C2 NT5DC1 NTN4 NTNG1 NUP58 NYAP2 OCRL ONECUT2 OTUD3 PCF11 PDE4D PDE7A PDS5B PEG3 PEX14 PHACTR2 PHF20 PHF6 PLAG1 PLEKHM3 PLPPR5 PNRC2 PPFIA2 PPIE PPP1R1B PPP1R8 PPP4R3A PPP5C PPP6R3 PRDM12 PRICKLE2 PROKR2 PROX1 PRPF39 PRR15L PRSS12 PSME4 PTCH1 PTGES3 PTPN13 PTPN9 PTPRA PTPRB PTPRD PTPRJ QKI RAB33B RAB5A RAI14 RAPGEF6 RAPH1 RASAL2 RASGRP1 RASSF8 RBM27 RCBTB1 RCHY1 RECK REEP1 RIMKLB RNASE4 RNF138 RNLS ROCK2 RPGR RPS6KA3 RPS6KB1 RRAS2 RRM2 RSBN1L RTF1 SAFB SALL1 SCAF8 SCAI SCAMP1 SCAP SCG2 SCN8A SEC24A SEPTIN7 SETD5 SETMAR SFRP2 SFT2D1 SGIP1 SGK1 SH3BP5 SHANK2 SHISA6 SIAH1 SLC12A2 SLC23A2 SLC27A3 SLC2A13 SLC35A3 SNX10 SPATA13 SPG11 SPP2 SPTBN1 SPTY2D1 SRSF10 SS18 SSMEM1 SSR1 ST6GALNAC3 STAU2 STEAP2 STK3 STON2 STUB1 SV2B TAF1 TAOK1 TAX1BP1 TBC1D19 TBL1XR1 TBPL1 TFDP1 TFPI2 TGFB2 TGFBR3 THAP5 TLCD4 TLE4 TMCO3 TMEM221 TMEM230 TMEM236 TMEM26 TMEM59 TMOD2 TNFAIP1 TNFRSF19 TRA2B TRIAP1 TRIM33 TRIQK TSPAN13 TUBB2B UBE2B UBE2D2 UCHL5 VASH2 VDAC1 VGLL4 VKORC1L1 WIPF1 XRN1 YBX1 ZBTB18 ZC3H12C ZIC3 ZNF281 ZNF367 ZNF546 ZNF569 ZNF681 ZNF737 ZNF780A ZNF780B ZNRF2 ZW10 MIR103A_1_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR103A_1_5P ABCC9 ABHD10 ABL2 AFF1 APBB2 ARMH4 ATP6V0D1 BAG4 BARD1 BBX BCL6B BLCAP C5orf24 CARD8 CCL23 CCPG1 CDH11 CDH12 CDK6 CHGB CNNM2 COMMD3-BMI1 CPEB3 CRACD CSTA CYLC2 CYLD DACH1 DAO DLL1 DNAAF9 DNAL1 DNM3 DPYS DUSP3 DYRK1A EIF2AK4 ELOVL6 EOGT EPHA4 EPHB1 EPS8 ERVV-1 ESR1 EXO1 FAM174A FAT3 FBXO45 FXR1 G3BP1 G3BP2 GLO1 GPR82 GXYLT1 HAUS6 HCFC2 HEXIM1 HHLA1 IFT80 IGF2R IL36G ITGA8 JPT1 KDF1 KMT2A KPNA7 LARP4 LGI2 LIFR LILRB3 LRATD1 LURAP1L LYST MAB21L2 MAGI1 MAGI3 MAN2A1 MBNL2 MCL1 MGA MITD1 MKRN1 MOSMO MTF2 MTMR1 NAA50 NFXL1 NGEF NR3C1 NRAS NRXN1 NSD1 OGG1 ONECUT2 OPN5 OXTR PAK2 PALM2AKAP2 PLAGL1 PLXDC2 PPFIA4 PXYLP1 RAB21 RALA RBAK RBM27 RGL1 RHEB RSPO3 SCN2A SEC24A SEMA5A SESN1 SGCD SLC28A1 SLC38A2 SLC46A2 SLC8A1 SLC9A8 SMAD2 SON SPOCK3 SPON1 SRSF1 STRIP1 SYNM TADA2B TAF7 TBCA TCEAL9 TENM1 TMEM108 TMEM154 TMEM200B TMIE TNPO1 TNRC6B TRAPPC13 UBE2A UBE4B UBR3 USP31 UST VAV3 VPS35L XIAP ZFP91 ZHX1 ZNF180 ZNF236 ZNF711 ZNF827 MIR103A_2_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR103A_2_5P ABCC9 ABHD10 ABL2 AFF1 AMMECR1 APBB2 ARMH4 ATP6V0D1 BAG4 BARD1 BBX BCL6B BLCAP C5orf24 CARD8 CCL23 CCPG1 CDH11 CDH12 CDK6 CHGB CNNM2 COMMD3-BMI1 CPEB3 CRACD CSTA CYLC2 CYLD DACH1 DAO DLL1 DNAAF9 DNAL1 DNM3 DPYS DUSP3 DYRK1A EIF2AK4 ELOVL6 EOGT EPHA4 EPHB1 EPS8 ERVV-1 ESR1 EXO1 FAM174A FAT3 FBXO45 FXR1 G3BP1 G3BP2 GLO1 GPR82 GXYLT1 HAUS6 HCFC2 HEXIM1 HHLA1 IFT80 IGF2R IL36G ITGA8 JPT1 KDF1 KMT2A KPNA7 LARP4 LGI2 LIFR LILRB3 LRATD1 LRRC39 LURAP1L LYST MAB21L2 MAGI1 MAGI3 MAN2A1 MBNL2 MCAT MCL1 MEF2C MGA MITD1 MKRN1 MOSMO MTF2 MTMR1 NAA50 NFXL1 NGEF NR3C1 NRAS NRXN1 NSD1 OGG1 ONECUT2 OPN5 OXTR PAK2 PALM2AKAP2 PLAGL1 PLXDC2 PPFIA4 PXYLP1 RAB21 RAB31 RALA RBAK RBM27 RGL1 RHEB RSPO3 SCN2A SEC24A SEMA5A SESN1 SGCD SLC28A1 SLC38A2 SLC46A2 SLC8A1 SLC9A8 SMAD2 SON SPOCK3 SPON1 SRSF1 STRIP1 SYNM TADA2B TAF7 TBCA TCEAL9 TENM1 TMEM108 TMEM154 TMEM200B TMIE TNPO1 TNRC6B TRAPPC13 UBE2A UBE4B UBR3 USP31 UST VAV3 VPS35L XIAP ZFP91 ZHX1 ZNF180 ZNF236 ZNF711 ZNF827 MIR103A_3P_MIR107 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR103A_3P_MIR107 AAK1 ABL2 ACVR2B ADAM23 AGFG1 AGO1 AGO4 AK2 AKIRIN2 AMMECR1 AMOT AMPH ANK3 ANKFY1 ANO3 ARIH1 ARIH2 ARL8A ARMC1 ARMC8 ASH1L ATF7 ATP13A3 ATP1B2 AXIN2 BACH2 BCAT2 BST1 BTLA BTRC C2CD5 C5orf47 C5orf60 CAB39 CACNA2D1 CC2D1B CCDC50 CCDC6 CCNYL1 CDC25A CDK6 CELSR2 CEP85L CHD2 CLIP1 CLOCK CNNM2 COBLL1 CORO2B CPEB3 CRYBG1 CSNK1G2 CSNK1G3 CUL4A DCN DCTN5 DCUN1D3 DENND1B DICER1 DLEU7 DLG5 DLL1 DYNC1LI2 DYNLT3 DYRK2 EDIL3 EIF4B EIF5 ELK4 EPHA7 ESR1 EVA1A EXOC3L2 FAF2 FAM81A FAM98A FBXW7 FERMT2 FEZF1 FGF2 FGFRL1 FLOT2 FOXP1 G3BP2 GABRG2 GALNT7 GGA3 GPAT4 GPATCH8 GPC6 GPCPD1 GPR6 GSKIP HACD2 HDGFL3 HERC2 HIC2 HSDL1 HTATIP2 HTT IARS1 IGSF3 IL10RB INO80D ITPR1 JAKMIP2 KATNBL1 KCNN4 KDM7A KIF21A KIF23 KIF5A KIF5C KLF4 LATS2 LGR5 LRRN3 MAPK8 MARCHF3 MBNL1 MED26 MEF2D MFN2 MICAL2 MTFR1L MYCN MYH9 N4BP1 NAA16 NDEL1 NEDD9 NEIL1 NF1 NFIA NKTR NOVA1 NPAS2 NPAS3 NRP2 NSG1 NUDCD2 NUP50 OAS3 OSBPL6 PAFAH1B2 PAG1 PCGF2 PDCD10 PDE3B PDS5A PDZD8 PGRMC2 PHACTR2 PHF20 PHYHIPL PLCB1 PLEKHA1 PLEKHF2 PPIP5K2 PPM1E PPP2R3C PPP4R3B PPP6C PPP6R2 PRKAG3 PRKCE PRKG1 PRPF4B PRR14L PRRT2 PSMD3 PTCHD3 PTH PTPN4 PURB RAB1B RAB9B RAI14 RBM24 RIMS3 RNF38 ROR1 RORA RRAGC RUNX1T1 SALL1 SBNO1 SCN2A SCN8A SEPTIN6 SERPINB5 SH3BP4 SIX4 SLAIN2 SLC25A37 SLC26A7 SLC35D1 SLITRK1 SMARCE1 SMS SNRK SNX12 SNX3 SPATS2L SREK1 SRGAP1 STOM STRN SUN2 SUSD6 SYDE2 SYNJ1 TBKBP1 TDG TECPR2 TGFBR3 THOC2 TMEM170A TMEM248 TMEM25 TMEM260 TMEM35A TMEM47 TNPO1 TNRC6B TRIAP1 TRIM71 TSC1 TSHZ2 TWF1 UBE2R2 UBE4A UNC80 USF3 USP42 VAV3 VCAN WASHC4 WDR20 WNK1 YTHDC1 ZBTB10 ZBTB39 ZCCHC2 ZDHHC21 ZFPM2 ZFYVE16 ZHX1 ZNF449 ZNF592 ZNF662 ZNF85 ZNRF2 MIR103B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR103B AMMECR1L ARFIP2 C1orf87 CADM2 CCNI2 CDCA2 CFC1 CLCA2 CXCL9 DENND5A DSC3 EIF2B2 ESS2 FAM171B FBXO34 GHR GLDN HIKESHI HILPDA KCND2 LRRC59 MSANTD2 NAP1L2 PPARD RDX RIPK4 RNF112 RTCA SATB1 SGTB SHOC2 SLCO3A1 SMG1 SMIM43 SNX27 SRD5A1 TGFBI UBE2J1 VAMP3 ZCWPW1 ZDHHC9 ZNF805 MIR10400_3P_MIR4674 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR10400_3P_MIR4674 ARMC10 CCDC88A CUL5 DCAF17 FAM120AOS FAT3 FBXL16 GIPC3 GNG13 HHLA3 INTS9 KRTAP4-11 KRTAP4-8 KRTAP4-9 MEF2A MYH10 NEK11 NGEF ONECUT2 POU4F2 PRSS8 PTGFRN PTPRM RAB31 RELB RGMB RNF11 RRH RSKR SKIDA1 SLC66A2 SWI5 TCF19 TXNL4B UBE2D2 ZIC4 ZNF48 MIR10401_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR10401_3P ARMH4 C11orf87 CTSZ MCM3 STIM1 SYNM ZIC4 MIR10401_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR10401_5P ANAPC7 BLOC1S5 BMP4 C3orf70 CACNA1A CACNG2 CADM1 CCDC120 CCDC91 CCDC97 CCR7 CD177 CHD2 CHD3 COLGALT1 COX20 CPAMD8 CREBBP CTBP1 CTSD CYP2S1 DCAF8 DHDDS DLG4 EEF2K ELAVL1 ELAVL3 EMP2 FAM131B FOXI2 FOXP3 GCN1 GFOD1 GNAT1 GRID1 GRIP2 KBTBD3 KIF13A KLF7 KLHL31 KLHL4 KRTAP5-11 LASP1 MCM3 MEF2A MPIG6B MS4A2 NAT10 NOL4L NR3C1 P2RY2 PARM1 PARP15 PCNX1 PDZD2 PKLR PPFIA1 PSMD3 PUM2 RELN RSPO4 SCAPER SHISA2 SLC25A22 SLC25A23 SLC25A45 SNRK SPNS2 SRF TMEM151B TNFRSF21 TRARG1 TSR1 U2AF2 VDAC3 VIT ZEB2 ZFHX3 ZNF135 ZNF580 MIR10522_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR10522_5P A1CF AAK1 ABCB5 ACTR6 ADH6 AKAP11 ANAPC7 ANKRD44 API5 APOB APPBP2 ARF4 ARHGAP28 ARMCX4 ASPM ATP10B ATP11C ATXN7L1 BCAT1 BHLHE22 BIRC3 BMPR2 BNC2 C12orf29 C3orf38 C5orf24 CA10 CADM2 CBLB CCDC34 CCDC39 CCNC CD209 CD8A CDH18 CDH6 CEACAM7 CEP120 CFHR5 CGN CISD1 CLDN1 CLEC3A CNGA1 COLGALT2 CRY1 CSMD3 CSRNP3 CTDNEP1 CYSLTR2 DAZ3 DDX21 DEPTOR DNPH1 DOCK9 DPY19L4 DR1 DSC1 DUSP6 EMC6 ENDOV EPHA3 EPHA7 EXOC6B FAM107B FAM13A FAM234B FBN2 FGF13 FGL2 FHIT FMC1-LUC7L2 FSTL1 FTMT FUT9 FYTTD1 FZD3 GAB1 GALNT13 GFOD2 GLO1 GNPTAB GOLGA6C GOLGA6D GPR155 GPR22 GUCY1A2 H1-8 HNRNPR HPSE HPSE2 IFNE IKZF5 IL1A IMPACT INO80D INPP4A INTS6 IP6K2 IQCJ IQCJ-SCHIP1 IQGAP2 ITGB1BP2 ITGB8 ITSN1 KATNAL1 KCNU1 KITLG KPNA4 KRTAP1-3 LCOR LCP2 LHX8 LIMA1 LINC02909 LPP LRRC39 LRRC8B LUC7L2 MAP1B MAP7 MAPK6 MAPK8IP2 MAPK9 MAT1A MEF2C MINDY2 MKLN1 MROH1 MRPL19 MVB12B MYBL1 MYCT1 NAP1L3 NCOA4 NDUFC1 NEGR1 NFAT5 NHLRC2 NRP2 OR11A1 OR7A5 OSBPL8 PALM2AKAP2 PCDH10 PCDH20 PDCD6IP PDLIM5 PEX2 PEX26 PEX3 PHACTR2 PIK3CG PKD2L2 PLEKHA8 PLXDC2 POLH POLR1F POLR3F PPIP5K2 PPM1A PPM1B PPP1R2 PPP2R2A PPP2R5A PPP4R3A PRPF38A PSMB4 PTPRK R3HDM1 RAB1A RAB39B RAG2 RASGRP1 RBM41 RBM4B RBSN REEP5 RIC8B RIMS3 RIPOR1 RNF139 ROCK2 RORA RPP30 RSBN1 SCN7A SEMA5A SESTD1 SETD9 SLC1A4 SLC5A8 SMAD4 SORCS1 SPOPL SPTLC2 SPTY2D1 STAU2 STON1 STXBP6 SUCLA2 TACSTD2 TAS2R14 TENM1 TENT2 TFAP2A TINAGL1 TJAP1 TMEM170A TMEM35A TMPRSS12 TRAPPC3 TRIM5 TRMT61B UBAP1 UBXN7 USP15 USP25 USP9Y VANGL1 VCPIP1 VDAC3 VGLL3 WAPL WDR89 WIPF2 ZBTB41 ZCCHC4 ZDHHC21 ZEB2 ZFC3H1 ZFHX4 ZFP36L1 ZFP69 ZIC1 ZKSCAN8 ZNF12 ZNF184 ZNF224 ZNF451 ZNF585B ZNF674 ZNF697 ZNF705A ZNF705D ZNF705EP MIR10523_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR10523_5P ACAP2 ACTC1 ADAMTS6 AFAP1L2 AFDN AHNAK ALDH1A3 AMOTL1 ANKH ANKRD12 ANKRD36C ARAP2 ARHGAP28 ARIH1 ASAP2 ASGR2 ASIC5 ASPH ATP9A B4GALT6 BACH2 BDH2 BEND4 BLTP3B BMP1 C8orf34 CCN3 CCT5 CDH11 CNOT2 COL21A1 COX6C CPB2 CREBRF CSMD1 CYP20A1 DBR1 DCAF13 DCP1A DEPTOR DLGAP1 DMRT1 DNAL1 DNHD1 DPH6 DYRK1A EIF1AY ENPP1 EPG5 EWSR1 FAM13B FAM200C FEM1C FNDC3B FOS FOXF1 FOXG1 FOXN2 FRS2 FUBP1 FUBP3 FYN GABRA4 GALNS GART GMEB1 GNPNAT1 GSK3B GTF2E1 H1-8 HDDC2 HGF HIPK3 HMG20A HMGXB4 HNRNPH1 HNRNPK HYCC2 ID4 IKBIP IL1RAP IL22 KCNJ5-AS1 KLF8 KRT10-AS1 LAMTOR3 LCOR LILRA1 LMLN LRRC3B LRRCC1 LSM8 MAB21L2 MAP3K2 MAP3K7 MARCHF5 MDH2 MED12L MFAP3L MMP28 MRGPRX3 MRPS10 MYSM1 NAA16 NALCN NAV2 NELFA NFYB NGDN NLGN4X NOG NR2E1 NUMB NUP58 ODAM OPRK1 OSBPL3 PACC1 PAK2 PAN3 PAPOLG PAX7 PCDH19 PDCL PDS5B PGRMC1 PKN2 POGZ POU2F1 POU2F2 PPARGC1A PPFIA1 PPIG PPP1R3A PPP1R8 PPP2R5E PRDX3 PRICKLE2 PRKCE PSMD12 PTBP3 PTCH1 PTEN PTPN4 PTPRC PTS PXDN QKI R3HDM1 RAB14 RAB21 RABGAP1L RAD23B RBM12 RBM22 RELN RESF1 RFTN2 RFX3 RILPL2 RNPS1 ROBO1 RPP30 RPS6KB1 RSBN1 RWDD2A SACM1L SATB1 SAXO1 SCML2 SCYL2 SDC2 SEPTIN14 SH3GL3 SHISA2 SIKE1 SLC12A8 SLC25A21 SLC25A40 SLC4A4 SLC6A17 SLC8A3 SLITRK3 SLX4IP SMCHD1 SMUG1 SNTB2 SNX2 SOGA3 SOST SSBP2 ST18 STARD7 STRAP STXBP5 SUMO2 TAB3 TAC1 TAF9 TBL1XR1 TCF12 TEAD1 TLE4 TLK1 TM4SF1 TMEM209 TMPRSS15 TNFSF9 TPST1 TTC9 TTF2 TUBGCP3 TUSC3 U2SURP UBE2F UBE2G1 URM1 USF3 USP24 USP8 USP9X UTP3 VAPB VEZF1 VPS35 VRK1 WAPL WDFY3 WTAP WWTR1 YOD1 ZC3H12A ZFP42 ZFP90 ZMYND8 ZNF148 ZNF207 ZNF236 ZNF268 ZNF521 ZNF675 ZNF704 MIR10524_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR10524_5P BCL11B BNC2 BTAF1 C2CD4A CALCB CCNK CLUL1 DCDC1 DMD DPH6 EGLN3 EIF2A ELAVL2 ENTHD1 FBXO22 FBXO25 GOPC HIP1R HMGXB4 HNRNPC HSPA1L IDI2 IFNAR2 IKZF1 INO80 INTS6 ITPRIP JARID2 JMY KANSL1L KCNIP4 KCNQ3 KDELR2 KDM3A KLHL9 KLKB1 KPNA3 LIPA LRRC8B LURAP1L MAP3K13 MBL2 MRPL43 MTHFD2L NEXMIF NPHS1 NUP210L NXPH2 OXGR1 PDCL PLPP6 PMP22 PPP2CB PRKG1 RNF216 RRAGA SERTAD2 SLC44A1 SMARCAD1 SNX14 SPRY4 SRPK1 ST6GALNAC5 STAC STMN4 STRN3 TBX4 TMPPE TMSB15A TNPO2 TNRC6B TP53AIP1 TRIM27 TTC9 UBP1 UQCRB VCPIP1 VPS54 VSNL1 YTHDF3 ZBTB2 ZNF264 ZNHIT6 MIR10525_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR10525_3P ABCB7 ACLY ANKIB1 ANXA4 APPL1 BLTP3A CARD16 CFAP58 CRISPLD1 CTBP2 CTHRC1 DCT DSG1 EIF4G2 EXPH5 HGD HMGN3 HNRNPH3 IKZF1 ITGA1 KIF20B MPZL3 NEUROD1 PCDHGA1 PCDHGA10 PCDHGA11 PCDHGA12 PCDHGA2 PCDHGA3 PCDHGA5 PCDHGA7 PCDHGA8 PCDHGA9 PCDHGB3 PCDHGB7 PCDHGC3 PCMTD2 PNISR PREPL PRKD3 PSMA8 RANBP1 RCOR3 RORB RTN3 SCN1A SEH1L SESTD1 SLX4IP SYPL2 TAOK1 TJAP1 TNFAIP2 USP53 WDR26 ZMYM2 ZNF470 MIR10526_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR10526_3P AAK1 ABCG1 ACSM5 ACVR1C ADA2 ADAM19 ANKIB1 ANOS1 ARID1A ARRB1 ARRDC3 ATAD2B ATF6 ATG13 C2CD2L CACNA2D1 CADM1 CADM2 CALML4 CBL CDSN CMC2 CNMD CPNE2 CSNK1E CSRNP2 DLG3 DNAJB14 DOK5 DPF2 EPHA4 EPPIN FAM110B FAM171A1 FAXDC2 FIGN GALNT11 GATAD2B GJA3 GLYATL3 GOLGA1 GPR12 GRAMD1B HACD3 HIF1A IL1RAP INO80D KAT6A KDM4A KLF12 L3MBTL1 MAFG MAK16 MAL2 MAP3K21 MARCHF6 MAX MEX3D MOB1B MUCL1 MYCL MYH9 NAPEPLD NAV1 NECTIN1 NNAT NOVA2 NR4A2 NUFIP2 OLFM3 OTUD6A OTULIN PABIR2 PDIA3 PIGK PLEKHA6 PLEKHH2 PNMA8A POGZ POU2F1 POU3F4 PPP2R5B PPP5C PROM2 PSMA4 PTK2 RAB3IP RBM4B REM2 RFFL RNF2 RPS6KA6 RRP15 SELENOI SHOX2 SLC39A11 SMAD9 SPATA6L SPINK8 SPRY2 SPTLC2 SRSF6 SYNCRIP TARBP1 TCF7L2 TCFL5 TNFAIP1 TNIK TOB2 TPTEP2-CSNK1E TSPAN8 UBXN7 VAPA VSTM2A WARS2 WASF2 XPNPEP1 ZFHX3 ZNF543 MIR10527_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR10527_5P AAK1 ABCC9 ABCF2 ABHD2 ABI1 ACADM ACBD5 ACER3 ACSL4 ACTL6A ADAM10 ADAMTS6 ADNP ADNP2 ADRA1A AEBP2 AFF1 AGPAT5 AHR AKAP11 AKAP12 ALKBH2 AMER2 AMMECR1 ANKRD50 ANKRD63 ANKS1B APAF1 APH1B APOL6 APPL1 ARL5A ARPP19 ARPP21 ASB5 ASTN1 ATF2 ATG2B ATP2A2 ATP6V1C1 ATXN3 B3GNT5 B4GALT6 BACE1 BACH2 BAMBI BARX2 BBS2 BBX BCL11B BET1 BLOC1S6 BMI1 BNC2 BOLL BPTF BRD1 BRWD3 C14orf39 C1RL C1orf56 C2CD6 C2orf69 C5orf15 CA5B CA8 CACNA1C CACNB4 CACUL1 CADM2 CALCRL CAMK4 CASP8AP2 CBLN1 CCDC18 CCDC186 CCDC88A CCND2 CCND3 CCNYL1 CCP110 CD109 CD2AP CDC73 CDH11 CDH12 CDK12 CDK14 CDK17 CDK2AP1 CDKN1B CEBPA CEBPZOS CELF2 CEP57 CERS3 CERT1 CETN1 CFAP300 CFAP91 CHL1 CHM CHMP2B CHRDL1 CLEC3A CLIP4 CLLU1-AS1 CMPK1 CMPK2 CMTM6 CNKSR2 CNOT6 CNTN4 CNTN5 CNTNAP2 CNTRL COL17A1 COLEC11 COMMD3-BMI1 CPSF6 CSDE1 CSNK1G3 CSTF2 CTBS CTCF CTTNBP2 CTTNBP2NL CUX1 CXXC4 CYP7A1 DAB2IP DCLK1 DCP2 DDAH1 DDHD1 DENND1B DGKG DIP2A DLG2 DMRTA2 DMXL2 DNAJB4 DNM3 DOCK11 DOCK4 DPY19L1 DSTN DTNA DUT DYRK1A EAF1 EBF2 EGR4 EIF1AX EIF4E EIF5 ELAVL1 ELL2 EPM2AIP1 EPS8 ERAP1 ERCC6 ESCO2 ESRRG ETV1 ETV5 EVL EXOC5 EXOG EZR FAM171A1 FAM53C FAM72A FAM72B FAM72C FAM72D FAM98A FAN1 FAP FBXL17 FBXW8 FGFR1 FGFR2 FIBIN FLVCR1 FOS FOXP1 FRMD6 FSD1L FSTL1 FSTL5 GABRB2 GABRB3 GAD1 GALNT13 GCOM1 GDAP2 GIMAP4 GLRA2 GOLPH3 GOSR2 GPATCH8 GPBP1 GRIA2 GRIA3 GTF2A1 GTF2H5 HAT1 HAUS2 HDAC7 HELZ HIBADH HIPK1 HIPK3 HIVEP2 HLA-DOA HNRNPD HSF2 HSPH1 HYCC2 IDE IDS IFNA16 IGF1 IGF2R IL22RA2 INO80D IP6K2 IPPK IQCJ-SCHIP1 IRF2BP2 IRF2BPL IRF6 ITPRIPL2 JAKMIP2 KATNBL1 KCNA5 KCNAB1 KCND2 KCNJ5-AS1 KCNK10 KCNT2 KCNV1 KCTD9 KDM5A KDM7A KDSR KERA KICS2 KIF16B KITLG KLF6 KMT2E KMT5A KSR1 LACTB2 LAMP2 LAPTM5 LATS2 LBH LBR LIN54 LIN7C LMO3 LMO7 LONRF1 LRIG2 LRRN1 LRTM1 LUC7L2 LZTS1 M6PR MACC1 MAF MAFB MAGEF1 MAP2K1 MAP2K3 MAP3K2 MAP3K20 MAP4K5 MAPK1 MAPK1IP1L MARCHF6 MAST4 MASTL MATN3 MBD2 MBNL1 MCL1 MCM6 MCTP2 MECP2 MEF2C MEOX2 MFAP3L MID1 MIDEAS MIER1 MIGA1 MINDY2 MKLN1 MLEC MMP16 MN1 MNDA MON2 MRAP2 MS4A7 MSRB3 MTF1 MTMR10 MYBL1 MYLK4 MYOCD MYOZ2 NAA50 NALF1 NAP1L4 NAV1 NCAM1 NEBL NECAP2 NF1 NFAT5 NGDN NHLRC2 NIBAN1 NIPSNAP3B NOL4 NR4A3 NRG1 NRIP1 NUFIP2 OGFRL1 ONECUT2 OPTN ORC1 OSBP2 OSBPL6 PAN3 PAPOLA PARVA PATE3 PBX3 PCDH18 PCGF5 PCNX1 PDE10A PDGFC PELI1 PGGT1B PGM5 PGR PHACTR2 PHF14 PHLDA1 PIAS2 PIGA PILRB PIP4P2 PITPNC1 PJA2 PKD2L2 PKHD1 PKIA PKIB PKP1 PLAGL2 PLCXD3 PLP1 PLS3 PLXDC2 PMP2 PMP22 POLR1F POLR2K POLR2M POLR3E PPIC PPM1D PPM1L PPP1R1C PPP1R9A PPP3R1 PRDM1 PREPL PRICKLE2 PRIM2 PROX1 PRPF40A PRR14L PRRX1 PTGFRN PTP4A1 PTPRM PUM2 PURA PUS1 PXK QKI RAB10 RAB11FIP2 RAB14 RAB18 RAB22A RAB3C RAB8B RABGAP1 RBM12 RBM27 RC3H1 RCC2 RFX3 RMND5A RNF19A RNGTT RNPS1 RO60 ROBO2 ROCK2 RPS6KA6 RRP15 RSBN1 RXRA RYBP SAMD9L SATB1 SAXO2 SBNO1 SBSPON SCAI SCP2 SDC1 SEC22B SEC23A SEC61A1 SECISBP2L SEL1L SELENOF SELENOT SEMA3E SEPTIN11 SETD7 SFT2D1 SGIP1 SH3BGRL2 SH3GL3 SH3KBP1 SH3RF1 SHOC2 SIPA1L2 SKIL SLC10A7 SLC16A7 SLC17A6 SLC19A2 SLC25A15 SLC25A24 SLC2A2 SLC30A1 SLC35B4 SLC38A1 SLC38A9 SLC6A15 SLC6A4 SLC6A6 SLC9A9 SLCO3A1 SLITRK4 SLX4IP SMC1A SMIM14 SNAP25 SNX16 SNX3 SOBP SORBS2 SP1 SPATS2L SPICE1 SPIN1 SPIN3 SPTSSB SRP19 SRPK2 SRSF2 SRSF6 SSH2 SSTR1 ST3GAL2 ST8SIA3 STC1 STK17B STK39 STOML3 STON1 STOX2 STRN3 STXBP5 SUDS3 SUPT7L SURF4 SUSD6 SYBU SYNJ2BP SYPL1 TAF12 TAFA1 TAFA2 TBC1D1 TBC1D9 TBL1XR1 TBRG1 TCAIM TCEAL8 TENT5A TET2 TET3 THBS1 TIAL1 TM7SF3 TMEM167A TMEM201 TMEM243 TMEM248 TMEM30A TMTC4 TNF TNIP1 TNPO1 TNRC6B TOR1AIP2 TOX3 TPRG1 TRA2A TRAPPC3L TRDN TRIM2 TRPC5 TSHZ3 TSPYL5 TTPA TUSC3 TXLNG UBE2K UBE2V1 UBE3A UBN2 UBP1 UCMA USP24 USP33 USP34 USP42 VAV3 VGLL3 VPS13C VPS37A WAPL WASF1 WDFY3 WDR20 WDR26 YBX3 YOD1 ZBTB10 ZBTB20 ZBTB21 ZBTB43 ZC3H11A ZC3HAV1L ZDHHC21 ZFAND5 ZFHX4 ZFP91 ZFR ZIK1 ZMAT3 ZNF143 ZNF17 ZNF267 ZNF319 ZNF326 ZNF367 ZNF404 ZNF407 ZNF445 ZNF527 ZNF652 ZNF662 ZNF704 MIR105_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR105_3P DUSP13 MTPN RAD51B RANBP9 SERTAD2 MIR105_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR105_5P ABCA9 ABTB3 ACADSB ACER3 ACSL3 ADAT2 AFF2 AGO1 AMDHD1 AMOTL2 AP1S3 API5 ARHGEF7 ARPP19 ASAP2 ATAD2B ATP2C1 ATP8A1 BCL11B BICRAL BMP2K BMPR1A BRWD3 C17orf58 C18orf63 C2orf68 CAB39 CALM1 CARMIL1 CBL CCDC34 CD24 CD274 CD40LG CDC14A CDC5L CDH2 CDK12 CELF1 CHRNA9 CITED2 CLDN10 COPS8 COQ9 CP CRAMP1 CREB5 CRYL1 CRYZL1 CYP51A1 DCUN1D4 DENND6A DET1 DGKH DMRTA1 DNAJB14 DUSP16 EIF4G2 ELK4 ENDOU EPHA4 EPHA5 F13A1 FASLG FAT1 FGFBP3 FIGN FLRT2 FMO1 FNIP2 FSD1L FUT9 GDNF GJA1 GNG12 GOLT1B GPCPD1 GPR12 GPR137C GRAMD2B HIPK3 HMMR HNRNPK INPP5F ITGA6 ITGB6 ITM2B KBTBD8 KCNJ13 KHDC4 KIAA0408 KIF1C KIF5B KRAS KRT1 L3MBTL3 LDLRAD3 LEPR LIMCH1 LMO7 LPIN1 MAGI1 MAP3K8 MDM4 MECP2 MED14 MGAT4B MICOS10 MIER3 MLLT3 MORF4L2 MRAP2 MSANTD4 MSI2 MYB NABP1 NEDD4 NEK1 NKAIN2 NRXN1 NSL1 NUP50 ODC1 OGG1 OSTM1 PAN3 PARP14 PBX1 PCSK5 PDE4D PHEX PJA1 PLCL1 POMP POU4F1 PPFIA2 PPP1CB PPP3R1 PRKAB2 PRPF40A PTPN11 PTPN13 QDPR RAB2A RAMAC RAP2C RAPGEF2 RBMS3 RCBTB1 REST RHOBTB1 RNF170 RNF38 ROR1 RPP14 SCAPER SCN7A SDCBP SEL1L SELL SHISA9 SLC10A7 SLC12A2 SLC17A6 SLC44A1 SLC4A1AP SLC5A1 SLC7A11 SLF2 SLITRK5 SMNDC1 SPATA13 SPATS2L SPOCK1 SRGAP1 SSBP2 SSH2 ST13 ST8SIA3 STARD13 STT3B STXBP5 STXBP5L SUZ12 TAF2 TAF9B TBL1XR1 TEAD1 TEKT3 TES TEX2 TFCP2 TJP1 TM9SF2 TM9SF3 TMEM265 TMEM64 TMEM97 TRA2B TRAM1 TTC3 TULP4 UBE2D2 UBE2K UBE2V1 UGGT1 ULK2 USP15 USP37 VCL WAC WASHC4 WWP1 YTHDF3 ZEB1 ZIC3 ZNF24 ZNF302 ZNF33B ZNF532 ZNHIT6 MIR106A_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR106A_3P ABI3BP ACSL6 ADAM10 AGTPBP1 ARPC5 AZIN1 BAALC BICRAL C18orf63 C1orf21 CADM2 CADPS CAPZA2 CARHSP1 CBFB CCAR1 CCDC43 CCND2 CHD6 CLDN23 CMPK1 CNST CPEB2 CPEB3 CPSF6 CRISP1 CUL3 DAAM1 DCUN1D4 DIP2A DMXL1 EDEM3 EPC2 FSTL5 GJA1 GJB6 GOLPH3 GRIA4 GRID2 GRK5 HIPK1 HMGB1 HSPA8 IGF2BP1 INSYN2A ISL1 KCNQ5 KIAA0040 KIAA1328 KLHL1 KPNB1 KRTAP11-1 LPAR1 MAN2A1 MCM9 MED27 MEF2C MEIS1 MMRN1 NDNF NHERF2 NOL7 OCRL ODF4 OMD PABPC1 PCDH10 PCDH15 PCDHB5 PCK1 PDE4DIP PEX2 PFN2 PISD PLD1 PRICKLE2 PTH PURG RAI1 RBBP5 RBMS3 RFX7 RWDD2A RYR2 SEMA3A SLC17A6 SLC39A10 SNCA SOD2 SPHKAP STX11 STYX TDRD6 TMEM242 TMEM50B TNKS UBR1 USP9Y ZFAND6 ZNF281 ZNF382 ZNF600 ZNF770 ZSCAN2 ZSCAN31 MIR106A_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR106A_5P AAK1 ABCA1 ABCG4 ABHD2 ABHD5 ABI1 ABL2 ACSL4 ADAM9 ADARB1 AFG1L AGFG1 AGFG2 AGO1 AGTPBP1 AHNAK AKAP11 AKAP13 AKTIP AMER2 ANKFY1 ANKH ANKIB1 ANKRD13C ANKRD17 ANKRD29 ANKRD33B ANKRD50 ANKRD52 ANO6 AP2B1 APCDD1 APP ARAP2 ARHGAP1 ARHGAP12 ARHGAP26 ARHGEF10 ARHGEF11 ARHGEF18 ARHGEF28 ARHGEF3 ARID4A ARID4B ARMC8 ATAD2 ATG14 ATG16L1 ATG2B ATL3 ATP12A ATXN1 ATXN1L ATXN7L1 B3GALT2 BAHD1 BBX BCL11B BCL2L11 BEST3 BHLHE41 BICC1 BICD2 BMPR2 BMT2 BNC2 BNIP2 BRMS1L BRWD1 BTBD10 BTBD7 BTG3 BTN3A1 C14orf28 C2CD2 C2orf69 C9orf40 CALD1 CAMTA1 CAPN15 CAPRIN2 CC2D1A CCDC71L CCND1 CCNG2 CD274 CD69 CDC23 CDC37L1 CDKN1A CENPQ CEP120 CEP170 CEP97 CERCAM CFL2 CHD5 CHP2 CHRM2 CLIP4 CLOCK CMKLR1 CMPK1 CMTR2 CNOT4 CNOT6 CNOT6L CNOT7 CNRIP1 CORO2B CPEB3 CREB1 CREB5 CROT CRY2 CRYBG3 CSRNP3 CTSA CTSK CXCL6 CYBRD1 DAB2 DCBLD2 DCUN1D1 DDHD1 DDX5 DENND10 DENND5B DERL2 DNAJB9 DNAJC16 DNAJC27 DNAL1 DOCK4 DPYSL2 DPYSL5 DRD1 DUSP2 DUSP8 DYNC1LI2 E2F1 E2F5 EEIG1 EFCAB14 EGLN3 EGR2 EIF4A2 EIF5A2 ELK3 ELK4 EMSY ENPP5 ENTPD4 ENTREP2 EPHA4 EPHA5 EPHA7 EPS15L1 ERAP1 ERC1 EREG ETV1 EZH1 F3 FAM117B FAM13A FAM13C FAM199X FAM210A FAM219B FASTK FAT2 FAT4 FBXL3 FBXL5 FBXO21 FBXO31 FBXO48 FCHO2 FEM1C FGD4 FGD5 FJX1 FLT1 FNBP1L FNDC3B FOXJ3 FOXK2 FRMD6 FRS2 FSD1L FYCO1 FZD3 GAB1 GABBR2 GLIS3 GNB5 GNPDA2 GNS GOLGA1 GOSR1 GPATCH2 GPR137B GPR137C GPR6 GPR63 GRAMD1A GUCY1A1 GXYLT1 HAS2 HAUS8 HBP1 HECTD2 HEG1 HIF1A HLF HPS5 HS3ST5 HSPA8 HTR2A HYCC2 IGSF10 IL1RAP IL6ST IQSEC2 IRF1 IRF9 ISM2 ITGA4 ITGB8 ITPRIPL2 JAK1 JPT1 KAT2B KATNAL1 KCNB1 KCNJ10 KCNK10 KIAA0513 KIAA1191 KIF23 KIF26B KIF3B KLF11 KLF12 KLF9 KLHL15 KLHL2 KLHL28 KMT2A KMT2B KMT5B KPNA2 L3MBTL3 LAMA3 LAPTM4A LASP1 LCOR LDLR LDLRAP1 LHX6 LIMA1 LIMK1 LMO3 LPGAT1 LRCH1 LRIG1 LRP8 LRPAP1 LRRC55 LYPD6 LYST LZIC MAGI3 MAP10 MAP3K14 MAP3K2 MAP3K8 MAP3K9 MAP7 MAPK1 MAPK4 MAPK8 MAPRE3 MARCHF8 MASTL MCF2L MCL1 MED12L MEX3D MFAP3L MFN2 MFSD8 MIDN MINK1 MKNK2 MKRN1 MMP2 MMP24 MOSMO MTF1 MTMR3 MYLIP MYNN MYO5B MYT1L NAA30 NABP1 NACC2 NAGK NANOS1 NAPEPLD NBEA NCKAP5 NCOA3 NDEL1 NEDD4L NEUROG1 NEUROG2 NFAT5 NFIB NFIC NHLRC3 NIBAN1 NIN NIPA1 NKIRAS1 NPAS2 NPAS3 NPAT NPLOC4 NR2C1 NR2C2 NRIP3 NTN4 NTNG1 NUP35 OCRL OLFM3 ORMDL3 OSM OSR1 OSTM1 OTUD4 OXR1 P2RX4 PAG1 PAK5 PANX2 PAPOLA PAPOLB PARD6B PBX3 PCDH15 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHAC1 PCDHAC2 PDCD1LG2 PDE3B PDGFRA PDLIM5 PEX5L PFKFB3 PFKP PGBD5 PGM2L1 PHC3 PHIP PIK3R1 PITPNA PKD1 PKD2 PLAG1 PLAGL2 PLCB1 PLEKHA3 PLXDC2 PLXNA1 PPP1R15B PPP1R21 PPP1R3B PPP3R1 PPP6C PRCP PRDM6 PRR14L PRR15 PRR16 PRRG1 PSD PSG3 PTGDR PTHLH PTPDC1 PTPN21 PTPN3 PTPN4 PTPRD PURB PXK PXYLP1 RAB10 RAB11FIP1 RAB11FIP5 RAB12 RAB22A RAB30 RAB5B RAB8B RACGAP1 RAP2C RAPGEFL1 RAPH1 RASD1 RASGRF2 RASL11B RB1CC1 RBBP7 RBL1 RBL2 RBM12B RCCD1 REEP3 REPS2 REST RETREG2 RETREG3 REV3L RGL1 RGMA RGMB RHOC RLIM RNASEH2B RNF128 RNF6 RNH1 ROCK2 RORA RORC RPS6KA4 RPS6KA5 RPS6KA6 RRAGD RRAS2 RRM2 RSRP1 RUFY2 RUNX3 S1PR1 SACS SALL1 SALL3 SAMD12 SAMD8 SAR1B SCAMP2 SCAMP5 SCN1A SCN2B SEMA4B SEMA7A SEPTIN2 SERF1A SERF1B SERP1 SERTAD2 SESN3 SFMBT1 SGMS1 SGTB SH3BP5 SH3PXD2A SIKE1 SLAIN2 SLC16A6 SLC16A9 SLC17A7 SLC22A23 SLC24A2 SLC33A1 SLC40A1 SLC45A4 SLC46A3 SLC49A4 SLC4A4 SLC4A8 SLITRK3 SLMAP SMAD4 SMAD5 SMOC1 SMOC2 SNTB2 SNX16 SNX8 SOCS6 SORL1 SOS1 SOX4 SPOPL SPRED1 SPTY2D1 SQSTM1 SRCIN1 SRGAP1 SRPK2 SSH1 SSH2 SSX2IP ST3GAL1 ST6GALNAC6 STAT3 STK11 STK17B STK38 STRIP2 STXBP5 STYX SUCO SUSD6 SYTL4 TAFA1 TAGAP TANC1 TAOK1 TAOK3 TBC1D20 TBC1D8B TBC1D9 TENM1 TET1 TET3 TFAM TGFB1I1 TGFBR2 TGM2 THRA TIAM1 TM2D2 TMBIM6 TMEM100 TMEM127 TMEM138 TMEM167A TMEM168 TMEM265 TMEM64 TMX3 TNFAIP1 TNFRSF21 TNKS1BP1 TNKS2 TOPORS TP73 TPRG1L TRAPPC14 TRDN TRIM3 TRIM36 TRIM37 TRIP10 TRIP11 TRPV6 TSG101 TSPAN9 TXNIP U2SURP UBE2Q2 UBE3C UBXN2A UEVLD ULK1 UNC80 UNK UNKL URI1 USP24 USP28 USP3 USP31 USP32 USP46 USP6 UXS1 VANGL1 VASH2 VLDLR VSX1 WDFY2 WDFY3 WDR37 WEE1 WFS1 WNK3 XRN1 YOD1 ZBTB18 ZBTB20 ZBTB21 ZBTB33 ZBTB4 ZBTB41 ZBTB7A ZBTB8A ZBTB9 ZC3H12C ZDHHC1 ZDHHC9 ZFAND4 ZFP91 ZFPM2 ZFYVE26 ZFYVE9 ZHX2 ZNF148 ZNF202 ZNF236 ZNF25 ZNF264 ZNF280B ZNF367 ZNF512B ZNF597 ZNF652 ZNF704 ZNF800 ZNF827 ZNFX1 ZSCAN20 ZXDA MIR106B_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR106B_5P AAK1 ABCA1 ABCD2 ABCG4 ABHD2 ABHD5 ABI1 ABL2 ACSL4 ADAM9 ADARB1 AFG1L AGFG1 AGFG2 AGO1 AGTPBP1 AHNAK AKAP11 AKAP13 AKTIP AMER2 ANKFY1 ANKH ANKIB1 ANKRD13C ANKRD17 ANKRD29 ANKRD33B ANKRD50 ANKRD52 ANO6 AP2B1 APCDD1 APP ARAP2 ARHGAP1 ARHGAP12 ARHGAP26 ARHGEF10 ARHGEF11 ARHGEF18 ARHGEF28 ARHGEF3 ARID4A ARID4B ARMC8 ATAD2 ATG14 ATG16L1 ATG2B ATG7 ATL3 ATP12A ATXN1 ATXN1L ATXN7L1 B3GALT2 BAHD1 BAMBI BBX BCL11B BCL2L11 BEST3 BHLHE41 BICC1 BICD2 BMPR2 BNC2 BNIP2 BRMS1L BRWD1 BTBD10 BTBD7 BTG3 BTN3A1 C14orf28 C2CD2 C2orf69 C3orf70 C6orf120 C9orf40 CALD1 CAMTA1 CAPN15 CAPRIN2 CBLN4 CC2D1A CCDC71L CCND1 CCNG2 CCSAP CD274 CD69 CDC23 CDC37L1 CDKN1A CENPQ CEP120 CEP170 CEP97 CERCAM CFL2 CHD5 CHP2 CHRM2 CLIP4 CLOCK CMKLR1 CMPK1 CMTR2 CNOT4 CNOT6 CNOT6L CNOT7 CNRIP1 CORO2B CPEB3 CREB1 CREB5 CRK CROT CRY2 CRYBG3 CSRNP3 CTSA CTSK CXCL6 CYBRD1 DAB2 DCBLD2 DCUN1D1 DDHD1 DDIAS DDX5 DENND10 DENND5B DERL2 DLGAP1 DNAJB9 DNAJC16 DNAJC27 DNAL1 DOCK4 DPYSL2 DPYSL5 DRD1 DUSP2 DUSP8 DYNC1LI2 E2F1 E2F5 EEIG1 EFCAB14 EGLN3 EGR2 EIF4A2 EIF5A2 ELK3 ELK4 EMSY ENPP5 ENTPD4 ENTREP2 EPHA4 EPHA5 EPHA7 EPS15L1 ERAP1 ERC1 EREG ETV1 EZH1 F3 FAM117B FAM13A FAM13C FAM199X FAM210A FAM219B FAS FASTK FAT2 FAT4 FBXL3 FBXL5 FBXO21 FBXO31 FBXO48 FCHO2 FEM1C FGD4 FGD5 FGL2 FJX1 FLT1 FNBP1L FNDC3B FOXJ3 FOXK2 FRMD6 FRS2 FSD1L FYCO1 FZD3 GAB1 GABBR2 GABPB1 GLIS3 GNB5 GNPDA2 GNS GOLGA1 GOSR1 GPATCH2 GPR137B GPR137C GPR6 GPR63 GRAMD1A GUCY1A1 GXYLT1 HAS2 HAUS8 HBP1 HECTD2 HEG1 HIF1A HLF HPS5 HS3ST5 HSPA8 HTR2A HYCC2 IGSF10 IKZF4 IL1RAP IL6ST IQSEC2 IRF1 IRF9 ISM2 ITGA4 ITGB8 ITPRIPL2 JAK1 JPT1 KANSL1L KAT2B KATNAL1 KCNB1 KCNJ10 KCNK10 KIAA0513 KIAA1191 KIF23 KIF26B KIF3B KLF11 KLF12 KLF9 KLHL15 KLHL2 KLHL28 KMT2A KMT2B KMT5B KPNA2 KPNA3 L3MBTL3 LAMA3 LAPTM4A LASP1 LCOR LDLR LDLRAP1 LHX6 LIMA1 LIMK1 LMO3 LPGAT1 LRCH1 LRIG1 LRP8 LRPAP1 LRRC55 LYPD6 LYST LZIC MAGI3 MAP10 MAP3K14 MAP3K2 MAP3K20 MAP3K8 MAP3K9 MAP7 MAPK1 MAPK4 MAPK8 MAPRE3 MARCHF8 MASTL MCF2L MCHR2 MCL1 MED12L MEX3D MFAP3L MFN2 MFSD8 MIDN MINK1 MKNK2 MKRN1 MMP2 MMP24 MOSMO MSR1 MTF1 MTMR3 MYLIP MYNN MYT1L NAA30 NABP1 NACC2 NAGK NANOS1 NAPEPLD NBEA NCKAP5 NCOA3 NDEL1 NEDD4L NEUROG1 NEUROG2 NFAT5 NFIB NFIC NHLRC3 NIBAN1 NIN NIPA1 NKIRAS1 NPAS2 NPAS3 NPAT NPLOC4 NR2C1 NR2C2 NRIP3 NTN4 NTNG1 NUP35 OCRL OLFM3 ORMDL3 OSBPL5 OSM OSR1 OSTM1 OTUD4 OXR1 P2RX4 PAFAH1B1 PAG1 PAK5 PANX2 PAPOLA PAPOLB PARD6B PBX3 PCDH15 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHAC1 PCDHAC2 PDCD1LG2 PDE3B PDGFRA PDLIM5 PEX5L PFKFB3 PFKP PGBD5 PGM2L1 PHC3 PHIP PHLPP2 PIK3R1 PITPNA PKD1 PKD2 PLAG1 PLAGL2 PLCB1 PLEKHA3 PLS1 PLXDC2 PLXNA1 POLR3G PPP1R15B PPP1R21 PPP1R3B PPP3R1 PPP6C PRCP PRDM6 PRR14L PRR15 PRR16 PRRG1 PSD PSG3 PTGDR PTGR3 PTHLH PTPDC1 PTPN21 PTPN3 PTPN4 PTPRD PURB PXK PXYLP1 RAB10 RAB11FIP1 RAB11FIP5 RAB12 RAB22A RAB30 RAB5B RAB8B RACGAP1 RAP2C RAPGEFL1 RAPH1 RASA2 RASD1 RASGRF2 RASL11B RB1CC1 RBBP7 RBL1 RBL2 RBM12B RCCD1 REEP3 REPS2 REST RETREG2 RETREG3 REV3L RGL1 RGMA RGMB RHOC RLIM RNASEH2B RNF128 RNF217 RNF6 RNH1 ROCK2 RORA RORC RPS6KA4 RPS6KA5 RPS6KA6 RRAGD RRAS2 RRM2 RSRP1 RUFY2 RUNX3 S1PR1 SACS SALL1 SALL3 SAMD12 SAMD8 SAR1B SCAMP2 SCAMP5 SCN1A SCN2A SCN2B SEMA4B SEMA7A SEPTIN2 SERF1A SERF1B SERP1 SERTAD2 SESN3 SFMBT1 SGMS1 SGTB SH3BP5 SH3PXD2A SIKE1 SLAIN2 SLC16A6 SLC16A9 SLC17A7 SLC22A23 SLC24A2 SLC30A7 SLC33A1 SLC40A1 SLC45A4 SLC46A3 SLC49A4 SLC4A4 SLC4A8 SLITRK2 SLITRK3 SLMAP SMAD4 SMAD5 SMOC1 SMOC2 SNTB2 SNX16 SNX8 SOCS6 SORL1 SOS1 SOWAHC SOX4 SPOPL SPRED1 SPTY2D1 SQSTM1 SRCIN1 SRGAP1 SRPK2 SSH1 SSH2 SSX2IP ST3GAL1 ST6GALNAC3 ST6GALNAC6 STAT3 STK11 STK17B STK38 STRIP2 STXBP5 SUCO SUSD6 SYTL4 TAFA1 TAGAP TANC1 TAOK1 TAOK3 TBC1D17 TBC1D20 TBC1D8B TBC1D9 TENM1 TET1 TET3 TFAM TGFB1I1 TGFBR2 TGM2 THRA TIAM1 TM2D2 TMEM100 TMEM127 TMEM138 TMEM167A TMEM168 TMEM25 TMEM265 TMEM64 TMX3 TNFAIP1 TNFRSF21 TNKS1BP1 TNKS2 TOPORS TP73 TPRG1L TRAF4 TRAPPC14 TRDN TRIM3 TRIM36 TRIM37 TRIP10 TRIP11 TRPV6 TSG101 TSPAN9 TUSC2 TXNIP U2SURP UBE2D1 UBE2Q2 UBE3C UBXN2A UEVLD ULK1 UNC80 UNK UNKL URI1 USP24 USP28 USP3 USP31 USP32 USP46 USP6 UXS1 VANGL1 VASH2 VASP VCPKMT VLDLR VSX1 WDFY2 WDFY3 WDR37 WEE1 WFS1 WNK3 WWP2 XRN1 YOD1 ZBTB18 ZBTB20 ZBTB21 ZBTB33 ZBTB4 ZBTB41 ZBTB47 ZBTB7A ZBTB8A ZBTB9 ZC3H12C ZDHHC1 ZDHHC9 ZFAND4 ZFP91 ZFPM2 ZFYVE26 ZFYVE9 ZHX2 ZNF148 ZNF2 ZNF202 ZNF236 ZNF25 ZNF264 ZNF280B ZNF367 ZNF512B ZNF597 ZNF652 ZNF704 ZNF800 ZNF827 ZNFX1 ZSCAN20 ZXDA MIR10A_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR10A_3P ALG10B ANOS1 BEX1 CDK15 CENPW CNTN3 ELMOD2 EPHA7 GALNT4 HOXC4 IKZF2 KIF14 LPAR4 LTBP3 MTX3 PCBP1 PKD2L2 PLAGL1 POC1B-GALNT4 SKIL SLITRK4 SMOC2 THEMIS VGLL3 VPS26C ZDHHC21 MIR10A_5P_MIR10B_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR10A_5P_MIR10B_5P ACTG1 ARSK BAZ1B BAZ2B BBX BCL2L11 BDNF BICD2 BLOC1S5 CADM2 CAMK2B CCNB3 CDK6 CEP170 CEP350 CLCC1 CLEC2B CNIH4 CNOT6 CREB1 CRK CRLF3 CSMD1 CSRNP3 E2F7 EBF2 ELOVL2 EPHA5 EPHA8 FIGN GABRB2 GALNT1 GATA6 GTF2H1 HAS3 HERC6 HOXA3 HOXD10 IGDCC4 INO80D JARID2 KCNA1 KCNA6 KLF4 KLHL29 LCA5 LGALSL LIX1L LRP12 LRRC17 LRRC8B M6PR MAP3K7 MAP4K4 MAPKBP1 MAPRE1 MDGA2 MLLT10 NCOR2 NR2C2 NR4A3 NR5A2 NR6A1 PATL1 PAX1 PCDH10 PLA1A POLH POP1 PRRT3 RAP2A RB1CC1 RFPL2 RGS8 RNF112 RNF165 RORA RPRD1A RPS6KA5 RTN4R SDC1 SIX4 SMAP1 SNX18 SNX4 SOBP SON SPAG9 TBX5 TFAP2C TFRC TIAM1 TNRC6B TRIM2 TRMT10A TSPAN33 UBE2I WNT9B XRN1 ZBTB6 ZMYND11 ZNF367 ZNF660 MIR10B_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR10B_3P ADCY9 ALKBH2 API5 ARFIP1 ARMC2 ATP11B AZI2 BCAT1 C11orf87 CACNA1H CCDC117 CCDC6 CLIC5 CNOT6 CNTN3 CXADR CXXC4 DAZL DLAT DMAC1 DOP1B EBF1 EDNRB EYA4 FAM114A2 FAM172A FGFBP3 FZD3 HLA-B HNF1B HSPA12A KCNA1 KCNA4 KCNJ3 KIR3DL2 KLF7 KRTAP4-3 LANCL3 LRRTM1 MAPK1 MASP1 MAX MED23 NBR1 NEUROD1 NRXN1 OSGIN2 PAM PDHA1 PPP1R1C PPP3CC PRPF40A RAB4A RB1 RBM22 RMND5A RNF139 SCAF8 SHROOM3 SKP1 SNX21 STC1 STK39 SUDS3 TBXA2R TMEM33 TSR1 TTC33 UBFD1 UNC5D VASH2 VMA21 WNK4 XIAP XIRP2 ZBTB26 ZBTB33 ZIC2 ZNF140 ZNF148 ZSCAN21 ZUP1 MIR11181_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR11181_3P ABCG4 ADAM12 ADGRG5 AGO1 AHDC1 ANKRD40 ARAF ARID1A ARID2 ASB16 ATXN1L BCAM BICDL1 BRD4 C11orf87 C1orf226 C3orf80 C5AR1 CACNG7 CACUL1 CADM4 CAPN6 CCDC28A-AS1 CCL4 CD164L2 CD34 CDX1 CEACAM6 CFAP77 CHMP1A CHRDL1 CLSTN1 CNNM4 CNTFR CNTNAP1 COL27A1 COL4A6 CORO2B COX10 CPLX1 CSF1R CTDSP1 CXCL12 DBNDD2 DENND1A DGKD DLX3 DNM2 DPAGT1 EEIG1 ELK1 EN2 EPSTI1 EZH1 FAM117A FAM169BP FAM78A FAM78B FBXO21 FXYD3 G3BP2 GAB2 GABRA3 GALP GFRA2 GLG1 GLT6D1 GPATCH1 GPR107 GPR62 GRIK3 GRIN2B GSE1 GTPBP1 HDAC5 HEYL HLA-DQA1 HLA-DQA2 HNF4A HOMER1 HOXB5 HOXC4 IKZF4 INO80D ISLR2 ISM2 KAT7 KAZALD1 KCND1 KDM2A KIAA1671 KIRREL1 KIRREL2 KLK12 KLK4 KMO KPNA3 KPRP LAMC1 LAT2 LHFPL4 LHPP LINGO1 LMLN LMO7DN LRATD2 LRP4 LRRC8A LSAMP LYSMD3 MDM1 MTSS2 MYCN MYO1A N4BP3 NAV1 NBR1 NDEL1 NDUFA4L2 NFIX NOVA2 NUTF2 OTP PAXBP1 PCDHGA12 PDE4A PDE6D PDX1 PFKFB3 PLA2G3 PLP2 PLPBP PML POLR2F POM121 POU2F2 PPP1R12B PRIMA1 PRLR PSD2 PSMD11 PTK2B PTPRT RAB5B RAD51B RAD54B RBM20 RIBC1 RND2 RPH3A RPRD2 RUFY4 SCFD2 SDK1 SDK2 SEC61A2 SEPTIN3 SERP2 SERPINA1 SERPINA6 SETBP1 SGPP2 SHANK2 SHISA6 SIX3 SKI SLC18A3 SLC38A7 SLC4A8 SOCS7 SOGA1 SP2 SP6 SPRR4 SPTBN4 ST3GAL2 STK40 SYNE3 SYPL2 TANC2 TCF4 TESMIN TEX2 TIMP3 TLCD3A TMED10 TMEM26 TMEM265 TNS1 TPCN1 TRIM66 TRIM67 UNC5B UPK1A URM1 VAMP2 VPS25 WDR59 XYLB YWHAG ZBTB45 ZC3H12A ZDHHC9 ZIC3 ZNF396 ZNF436 ZNF444 ZNF710 ZNF784 MIR11181_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR11181_5P ABCC1 ARMC8 C2orf49 C9orf43 CEP126 CHL1 CLSTN1 CMPK1 CREB5 CREBRF CSTF2 DAZL DENND11 DNAJC3 EEIG2 EMCN F13A1 FAM110C FAM117B FGD6 FHIP2A GLG1 GNAI3 GREB1 GRPEL1 HDDC3 HNF1B HTR7 ICA1L ID2 IGF1R IL6 IRAK3 ITGA10 JKAMP KCNS1 KIF14 KLF3 MAP3K1 MCAM MCM9 MDN1 MITF MTF1 MTFR1 MTOR NEK6 NFATC2 NR2C1 NUDT4 PEX7 PID1 PIM2 PWWP2A SGMS2 SNX4 SORT1 STX16 SUSD4 SYCP2L TIAM2 TMED1 TMEM263 UBE2D3 USP14 WDR47 WNK3 YIPF4 ZC3H12A ZFHX4 ZNF385B ZNF831 MIR11399 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR11399 ABHD17B ADGRV1 AFF3 ANO4 APBB2 AR ARHGEF2 ATMIN ATP8B4 BLTP3A CDKN1A CES4A COL2A1 CYBRD1 DCAF16 DGKG DNAAF9 DUSP1 FKBP3 GK2 GPR174 GUCY1A2 HOXC6 HTR1D IL12B IL1RAP IRF2BPL ITGA9 ITPRID2 LIN54 MADCAM1 MAGOH MCEE MCF2L METTL4 MPC2 MRFAP1 MSI2 NCKAP1 NLRP2B NR3C2 PCLO PGBD2 POLR1B PPM1A PSME4 PTPN2 PTPRB RGS7BP RHEB RHOBTB3 RLIM RNF169 RPTN SEPTIN11 SLC35E1 SLC35F3 SOCS7 SPATA19 SPTSSB TENM3 TESK2 THAP2 TIAM1 TMEM217 TPR TPSG1 TRAPPC11 TRPC5 TTLL7 USP28 VPS50 WARS2 WDFY3 XDH YWHAB ZBTB26 ZNF407 MIR11400 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR11400 CAD EDEM3 NEURL2 SPAST SPRYD3 TAF4 TMC4 UBAP2L MIR11401 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR11401 ADM CNTNAP3 CXCR4 GPR137 MID1 NEGR1 SRGAP1 TUT7 UNC5D ZBTB11 MIR1178_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1178_3P AADAC ABCA12 ADAM9 AFF4 ALDH1B1 AMMECR1 ARHGAP31 ASB7 ATAD2B ATG5 ATP1B1 ATXN1 BCL2 CDH13 CDH23 CDK8 CENPI CEP126 CNOT6L COL19A1 CRY2 CXCL6 DCUN1D3 DLG1 DNAH6 EGR3 EIF1B ELK4 EWSR1 FAM199X FAM98A FNDC3B GABRA5 GABRB2 GLS GNAS GPAM GPM6A HERPUD1 HHIP HNRNPR IPO5 KLRG1 LEMD3 LYPD1 LZTS3 MAGI2 MAP3K2 MAT2A MMGT1 MSL3 MYH10 MYO5B NAA30 NPTN NUDT21 NUS1 NUTM2G PCDHB10 PDPK1 PEX11A PPP3CB PTPN5 RIMBP2 RIMKLA RORA SEZ6L2 SLC39A6 SLC45A3 SLC5A12 SNCA SNU13 SPAG9 SPTLC1 SRPRA STMN2 SUPT7L SUZ12 TMEM184B TMPRSS11E TSPYL4 TUB WDR48 ZMAT4 ZNF385A ZNF510 ZNF577 ZNF701 ZNF888 ZXDC ZZZ3 MIR1178_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1178_5P ANKRD13C ARL10 ASCC2 ATP2B1 B4GALT1 C2orf49 CARD6 DUSP7 EIF2S1 ELP4 ENO4 ERC1 ERCC4 FAR1 FGF9 GFI1 GPATCH2L GTF3C3 IGF2R MAP2K6 MEX3A MLEC NTRK2 OR2H1 PLXNA4 RACGAP1 RASSF8 SEPTIN7 SUDS3 TARS3 TFAP2B TNFSF10 UTS2B WARS1 ZDHHC7 MIR1179 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1179 ADCYAP1 AKAP9 ALDOA ANKRD44 ANO3 AP3B1 ASCL1 ATP10D ATXN2 BRWD1 BRWD3 CAB39 CACUL1 CAMTA1 CANX CCNYL1 CD93 CDC42SE2 CDK6 CHGB CHML CLASP2 CPE CRYAB CTXN2 CYP1B1 CYP4F11 EPOR FAM124B FAM218A FBXL7 FLRT2 GABRG2 GFM1 GLI2 GOLGA6A GOLGA6B GOLGA6C GOLGA6D GPBP1L1 GPM6A GPRIN3 GRIA2 GRIA3 HDGFL3 HIPK1 ID4 ITGA1 ITGA6 KCNJ16 KCNK9 KCNRG KPNA4 LUC7L3 MAGI1 MAP6 METAP2 MMAB MOAP1 MORF4L2 MPC1 MSI2 MTPN NCAM1 NCOA7 NEK7 NR3C1 NUB1 OPA1 OSBPL10 PAXBP1 PCDH19 PCYT1A PICALM PIK3CB PPP1R12A PPP2R2A PPP4R2 PRKCB PTPRM RAB8B RABGEF1 RBBP7 RHOT1 RHPN2 RNF19B RPAP1 RPL15 RRAGB RUNX1T1 SCAI SCN1A SCN9A SGCD SKAP2 SLC12A5 SLC15A1 SLC1A2 SMURF2 SMYD2 SPOCK1 SYCP1 SYNDIG1 SYT15 TAFA2 TANC1 TARDBP TBKBP1 TEK TLE4 TMEM178B TMEM245 TMEM267 TMF1 TUBA1A TYRP1 VAMP7 VSIG1 ZDHHC21 ZEB2 ZNF22 ZNF432 ZNF518B ZNF608 MIR1180_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1180_3P CPD ETS1 KANSL1 MKNK2 PNISR TRAPPC3 MIR1180_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1180_5P AMMECR1 BET1L C21orf62 CASQ1 CCNE1 CCP110 DCAF10 DNAJB1 EPM2A FAM170B HEXIM1 HSPB7 IQGAP3 ITPRIPL2 LRRC8A MARCHF9 MIA2 MMP16 PDE11A PDXDC1 PHC3 RBFOX1 RCAN2 RNF38 SCUBE3 SEMA3C SHPK SNU13 SPOPL SPSB1 TEAD3 TM9SF3 TMEM121B TUBAL3 TXLNA ZC3H12D ZNF641 ZNF850 MIR1182 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1182 ABCC12 AMIGO2 AMMECR1 ANKLE1 ANKRD66 ANPEP ARID1A C14orf28 DCLK1 EBF3 EIF4ENIF1 GPR176 HSPB6 LCN10 MAP1LC3B MED1 MYO5C NPSR1 OLA1 PIP4K2A PKIA RELN SF3A3 SNTG1 TBX5 TCP11L2 THBS3 UVRAG YTHDF1 ZNF609 MIR1183 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1183 ABCG4 ABTB3 ADAM10 ANKIB1 ARHGEF7 BCLAF3 BMP3 BNC2 BOLL C15orf61 CADPS CCN3 CDKL5 CENPQ CFAP53 CNTN4 CRACD CSMD2 DACH1 DENND5A DENR DESI2 DIP2B DNAJC6 DNMT3A DONSON EDEM3 EGLN1 EHD4 EIF3J EMC2 EPDR1 ERRFI1 FAM118B FARP1 FECH FERMT1 FHL1 FOXJ3 FUT1 FXR2 GJC1 GRIA2 GRID2 GSK3B GSTA5 GTF2E1 HECTD1 HIPK3 HOXD1 HS3ST1 IKZF2 IPO7 IQCJ-SCHIP1 ITGAV JAKMIP2 KCTD15 KLF3 KNSTRN LGALSL LGI1 LPIN2 MAGI3 MAP2 MED13L MMGT1 MON2 MSN MYBL1 MYH8 NBR1 NEUROD1 NPTN ORMDL3 OSBP2 P3R3URF-PIK3R3 PAG1 PAPOLA PAPOLG PIK3CA PIK3R3 PPM1B PPP2CA PSD3 PSIP1 PTPRD PTPRK RAB11FIP2 RAB7A RABIF RAG1 RARB RASSF8 RELCH RFX7 RNF180 RPRD1A RSBN1 SGIP1 SHTN1 SLC40A1 SLC9A6 SLITRK1 SORCS3 SPIDR SPPL2A ST6GALNAC3 STAG2 TAF2 TANC2 TASOR2 TBX21 TENM3 TGFBR1 TMCC1 TRIM5 TTC14 UBE2E1 UBE2L3 UBR3 WDR47 XRN2 ZBTB21 ZNF536 ZNF664 ZNF681 MIR1184 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1184 AARS1 ADAM7 ADARB2 ADGRB3 AGFG1 AGO1 AJUBA ALDH1A3 ALKBH5 AMMECR1 ANK1 APPL1 ARHGAP17 ARMC8 ASTN1 ATG12 ATXN1L B3GALT4 BCL2L11 C6orf62 CALN1 CAMK2G CASP3 CBR1 CCDC85C CDC25A CDK17 CFAP161 CFAP77 CHD2 CHRDL1 CNOT2 COX15 CPEB3 CTNND1 DCP1A DENND5A DFFA DHX58 DICER1 DLG2 DNAJC6 DPYSL2 ENPP2 EPS15L1 ERLIN1 EVC2 EXOC6B FAM217B FAM78A FAM98A FLCN FOXP1 FZD4 GGA2 GPC6 GPCPD1 HACD2 HECW1 HEY2 HIGD1A HLTF HPCAL4 HSPA12A ICE1 IL16 IMPDH1 INO80D KAT7 KAZN KCND1 KCNJ3 KCTD9 KIAA0513 KIFAP3 KMT2C KRI1 LCOR MAF1 MAFG MAML1 MAP1B MAP4K3 MAP6 MAP9 MBNL3 MBTD1 MDGA1 MECP2 MEF2D MMP24 MRPL48 NCBP3 NFIB NPAS3 NQO1 NR1D2 NTNG1 NUDT13 OLFM1 ORAI2 PARD3B PATE4 PDS5A PDS5B PDSS2 PIF1 PLAG1 PLAGL2 POLA2 POLDIP2 PPP4R3A PRRC2B PSD3 PSMF1 PTCHD1 RAB11FIP2 RAB1A RABL3 RAI14 RASL12 RFX7 RNF11 RNF19A RNF8 S1PR3 SATB2 SBNO1 SCN7A SEPTIN5 SETD3 SFRP1 SIX4 SLC35A3 SLC66A2 SMARCE1 SMG5 SNTG2 SNX8 SP1 STAT3 STRIP1 SUFU SV2C SYT11 TBCEL TDG TMEM200B TMEM62 TNFRSF19 TNNT3 TNPO1 TOLLIP TPP1 TTLL7 TTYH2 UBE2D4 UBE2W UNC119B VAV3 VDAC2 WSB1 ZBTB46 ZNF880 MIR1185_1_3P_MIR1185_2_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1185_1_3P_MIR1185_2_3P AAK1 ABL1 ACSL3 ADAMTS5 ADARB2 AKAP13 AKAP6 AKAP9 ANKS1A ANP32A ANXA1 AP1S3 APOOL ARAP1 ARAP2 AREG ARFGEF2 ARHGAP20 ARID1B ARID4B ART3 ASAH1 ASAP2 ASXL1 ATP7A ATRX ATXN3 AXIN2 BACH2 BAG2 BAZ1A BBX BCL6 BEND7 BEX4 BHLHE40 BMP7 BMPER BMPR2 BRINP1 BTBD3 C18orf25 C1orf52 CAGE1 CALN1 CASP8AP2 CAV2 CBFA2T2 CBX3 CCDC186 CCDC91 CCR2 CDKL3 CEP70 CERT1 CFL2 CIAO2A CNR1 CNTN3 CNTN6 COL19A1 CPD CPEB2 CREB5 CREBBP CRISPLD1 CSNK1G3 CSPP1 CTTNBP2NL CXXC4 CYP26B1 DAGLA DAZ1 DAZ2 DAZ3 DAZ4 DCP2 DCUN1D4 DDX21 DENND11 DENND1B DEPDC7 DKK3 DLX6 DNAJB4 DOCK11 DOCK3 DPP8 DST DUSP6 DYNC2LI1 E2F6 EBF3 EDN2 EEA1 EFNA1 EGLN1 ELK4 ENAM ENC1 ENPP3 EPG5 EPHB4 EPN2 ERAP1 ERCC3 ERF EYA1 EYA4 EYS FAM221A FBXO32 FBXO34 FERMT2 FGF13 FILIP1L FJX1 FLI1 FOXE1 FOXF1 FOXN2 FOXO3 FRMPD4 FSTL5 FUT9 GABPB1 GABRA1 GABRA4 GABRB2 GATA3 GCC2 GMCL1 GNAQ GOLIM4 GOLPH3L GP1BA GPHN GPR18 GPR63 GRHL3 GRIK4 GRIP1 GTF2I GUCY1B1 HAS2 HECTD2 HIPK3 HMGB3 HMGXB4 HNRNPDL HOXA10 HOXA9 HOXC6 HSPA14 HSPE1-MOB4 HVCN1 HYCC2 IAPP IKZF2 INO80D INPP5B INSM1 IPMK IQGAP1 IQGAP2 IRF2BP2 IRF5 IRX1 IRX3 IRX5 ITGA4 ITM2B JAG2 JAGN1 KCNG3 KHDRBS3 KIAA0319 KIAA1191 KIAA1217 KIF3A KLF3 KLHL2 KMT2C LANCL2 LATS1 LCOR LEMD3 LGR5 LHX2 LIX1L LMO1 LMO3 LRCH4 LRP1B LRP6 LSM14A LYSMD3 MAGI3 MAP2 MAP2K4 MAP3K5 MAPK8 MAPKAPK5 MBNL1 MBNL2 MBNL3 MDM1 MED13L MED23 MEF2D MEOX2 MMS22L MOB4 MON2 MOSMO MPZ MS4A13 MTFR1 MTHFD2L MTMR12 MTOR MYCBP2 MYO1E N4BP2 NAA15 NAA20 NADK2 NASP NCKAP1 NKTR NOTO NPAT NRIP1 NRP1 NUP133 NUP153 NUP160 NUP98 NXT2 OLFML2B OTUD1 OTX2 PAFAH1B2 PAH PAK2 PCDH17 PCDH20 PCLO PCM1 PCSK2 PDCD10 PDE10A PDE11A PDE7A PHF12 PHF20L1 PHF3 PIK3C2A PIK3R4 PLEKHG1 PLPP3 PLSCR1 PLXNC1 PNISR POLI PPFIA2 PPP1R16B PPP2CB PPP4R2 PRDM16 PRR12 PRR14L PSME4 PTGER3 PTGFR PTPN3 PUM2 QKI RAB11FIP3 RAB14 RAB18 RAB2A RAB3GAP2 RAD21 RALGDS RANBP2 RAP1B RAPGEF5 RASA1 RBL2 RBM12B RBM27 RBPMS RC3H1 RECK RGS4 RICTOR RIPOR2 RNF182 RNF220 ROBO2 RORA SALL1 SAMD4A SASH1 SATB1 SEC11C SECISBP2L SEMA3C SEPTIN9 SERINC3 SET SETD9 SFMBT2 SFPQ SFSWAP SGCD SGCG SH3GL3 SLAIN2 SLC17A6 SLC22A10 SLC2A13 SLC30A5 SLC35E1 SLC6A14 SLC7A11 SLC8A1 SMARCA4 SMARCA5 SMIM8 SMOC1 SNX3 SORT1 SOX9 SPINK5 SPOCK3 SSBP2 STARD13 STRN4 STXBP1 SYN2 TAMALIN TASP1 TCF3 TCF7L2 TEK TENM1 TFRC TGDS TGFBR3 TIMP3 TLE1 TLE4 TM2D1 TMCC1 TMEM132B TMEM209 TMF1 TMTC2 TNFRSF11B TOB1 TOR1AIP2 TP53INP1 TRAM1 TRAPPC4 TRIM13 TRIM61 TRIO TRMT1L TRPC5OS TSPAN12 TVP23B TVP23C TXLNG U2SURP UBE2B UBE2H UBE2O UBE3C UBR1 ULBP1 USP25 USP32 USP48 USP7 VCAM1 VCL VKORC1L1 VNN1 WAC WDR72 WDR82 XIAP ZC2HC1A ZCCHC24 ZFX ZIK1 ZMYM6 ZNF292 ZNF326 ZNF441 ZNF518A ZNF570 ZNF619 ZNF649 ZNF830 ZNRF3 ZSWIM6 MIR1185_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1185_5P ABCA9 ADGRL1 AHNAK AHR ALDH3B1 ATP10D BAZ2B BCAM BRWD3 CD2AP CDC42SE1 CGREF1 CNTLN COPS3 CRCP DHRS2 DISC1 DMXL1 FGF13 GTF2H1 HINFP ICE2 IFITM2 IFITM3 ITGA1 KDSR KIAA0408 KRIT1 MACC1 MAOB MED23 MIS18BP1 MMRN1 NAIP NCMAP NPL ODAPH OGFRL1 PDHB PEX12 PITPNB PRELID2 RABL3 RFT1 RGS6 SGCD SLC46A3 SOS2 SPATA5 SULT2A1 SYTL2 TDP1 TEAD1 TMEM33 TRPA1 TSPYL1 VNN1 ZNF117 ZNF280D MIR1193 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1193 ARID2 CADM2 CES4A CHD9 CMTR2 ERMAP FAM169BP GNG13 GPLD1 GPM6A GSG1L HTR4 IGF2BP2 ITGAV LASP1 MBD2 MBNL3 NCK2 NMI ORC4 PLEKHB1 PLPPR5 PTK2 RYR2 SLC1A3 SMG6 SUCLG2 TATDN3 TLK2 TM9SF3 TMEM11 TOMM20 TRIM27 USP15 YY1AP1 MIR1197 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1197 ADD3 AK2 ARGLU1 ASAH2B ATAD2 ATP11C AUTS2 BBS4 CA10 CADPS CBL CCDC28A-AS1 CD300LF CEP170 CHST11 CLSTN1 COL2A1 CREM CTDSPL2 DENND6A DGKD DNAJC27 DYNC1I1 EIF5 EMC7 EPHA7 FEZ2 FHL1 GABRG2 GCLM GFM2 GGA3 GMIP GNAL HADHB HAO1 HS2ST1 ITGB1BP1 KDM7A KIF18B KRAS LONRF2 LRP4 MADD MAP3K1 MAP3K9 MAT2A MCM6 MED13L MEIS2 MLLT3 NDST3 NEO1 NMNAT2 OPCML PAXBP1 PDYN PIANP PRELP PSMA1 PTPN5 PURA QPCT RAB11FIP4 RAB7B RB1 RBFOX2 REPS2 RFLNA RPAP1 SCG2 SESN3 SLC35D3 SLC4A4 SLCO6A1 SMIM13 SOCS5 SPOCK2 STAG1 STAG3 STMN4 TENM1 THRB TPTE2 TRAK2 TRIM38 UBE2J1 USP35 USP49 ZNF501 ZNF85 MIR1199_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1199_5P ANKRD13B AOPEP APOL6 ARMH3 ATF3 B3GALT5 BTBD7 CARNMT1 CCL22 CD22 CEMIP CHD3 CPN2 DAGLA DYNAP EIF3C EIF3CL ELK4 ERCC4 FAM98A FBRS FMNL2 FNIP1 FYB2 GAPT GCSAM GLO1 GLRX GNAO1 GNAT1 HIC2 HID1 HTR1A ISG20L2 KANK4 KRBA1 LRRC17 MAPK1 MARK2 MBD6 MPIG6B MTF1 MTMR4 N4BP3 NAA60 NAP1L5 NAV1 NFATC3 NKIRAS2 NLRP2B OLA1 PAX7 PIP5K1C PITPNM3 PKNOX1 PPARGC1B PPIA PTBP2 RAB6B RPS6KL1 RRP8 SET SH2D2A SLC25A42 SLC7A6 SNX22 SOX5 ST6GALNAC1 STX6 SYNC TANC2 TMED7 TP53INP2 TP63 TREML2 USP46 VKORC1 WDR6 ZNF395 ZNF512B MIR1200 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1200 ABCC5 ABCC9 ABCG2 ABI2 ABRACL ACSL6 ACTB ACTL6A ADAM10 ADNP2 AJUBA ALDH1A2 ALG9 AMMECR1L ANO3 AP4E1 APOO APPBP2 APTX ARHGEF39 ARL15 ARPP19 ASXL2 ATG2B ATP11C BACH2 BBC3 BCL11B BDP1 BEND4 BICD2 BLTP3A BMP2 BNC1 BRMS1L BTC C11orf54 C17orf75 CACUL1 CAMSAP2 CAND2 CAPN15 CASP6 CBX2 CCDC117 CCDC62 CD300LD-AS1 CDCA7L CDH4 CEBPG CHFR CHIC1 CIAO2A CLCF1 CLCN5 CNPY1 COCH COL21A1 COL24A1 CPNE5 CREB1 CRELD1 CREM CTAGE15 CTAGE6 CTBP1 CTBP2 CUL1 CYB5R4 DEDD2 DESI2 DGKE DHX35 DIO2 DIXDC1 DLX3 DNAJC27 DNMBP DOCK11 DOCK9 DPP4 DYRK2 EIF4EBP2 ELAPOR2 ELMOD2 EML1 EML4 ENDOV EPB41 ERBB3 ERMP1 ETS1 FAM107B FAM53B FBN3 FBXL3 FEN1 FGFR1OP2 FIGN FNTB FOXK1 GABRA5 GALNT6 GATA6 GLT8D1 GMCL1 GRAMD2B GRIA4 GTF2A1 GTF2H1 H2AZ1 HAPLN4 HCCS HCK HDX HIF3A HNF4G HOMER1 HOMER2 HOOK3 HOXB2 HPGD HTR7 HTT IBSP IDE IGDCC3 IKZF2 IL25 ILDR1 INSR INTS14 IPCEF1 IPMK IRF2 IRS1 IRX2 ISCU ITGAL JAKMIP2 JAKMIP3 JOSD1 KCTD15 KIF16B KLC4 KLF13 KLF3 KLHL36 KLHL9 L3MBTL4 LAD1 LATS2 LCN10 LDB2 LIMD1 LIN28A LIN28B LMCD1 LOXL4 LPP LRRC15 LRRC8E LRRTM1 LYN LYSET MAP3K1 MBTD1 MCFD2 MED22 MEIOC MEOX2 MIA2 MICOS10 MORN5 MPHOSPH9 MPLKIP MPPED1 MTCP1 MTDH MTERF1 MYCBP2 MYT1 NAA15 NATD1 NCOA3 NDST3 NEURL1B NFAT5 NPC1 NPR3 NR4A3 NRIP1 NRN1 NUCKS1 NUTM2G OGFRL1 OSBPL8 OTUD3 PAN3 PAQR8 PBX2 PCDH17 PCTP PDE3B PDE4D PDE6B PELI1 PIEZO2 PIP4P2 PITPNC1 PKN2 PLPPR5 PLRG1 PLXNA2 PLXNA4 POC1B POLE3 POLR3G POMGNT1 POTEE PPM1E PPP1R12B PPP1R9A PSEN1 PTGR3 PTK2 PTPN2 PTPN7 PTPRO PUS10 PXN RAB11FIP2 RASGRP3 RASSF5 RBBP5 RBM41 RBM7 RCE1 RELN RP2 RPL13 RPS6KA6 RPS6KL1 RRP15 RSBN1 SBNO2 SCN4A SECISBP2L SEMA5A SETMAR SGSM3 SHISAL1 SLAIN2 SLC11A2 SLC14A1 SLC24A2 SLC27A4 SLC2A12 SLC35G1 SLC39A8 SLC7A11 SLC9A3 SLCO2A1 SLCO2B1 SOX11 SOX12 SOX30 SOX6 SP1 SRC SRD5A3 SRRM4 STAC2 STK4 SUV39H2 TANC2 TENT4B TFDP2 TGFBR2 THPO THRB THUMPD1 TLN2 TMEM121 TMEM154 TMEM41B TMEM64 TMX1 TNRC6B TNRC6C TOMM40L TRERF1 TRIL TRIM44 TRIM9 TRNP1 TRPV5 TSPAN9 TTBK1 TTC28 UBE3A UBN2 UBR3 UGT3A1 UHRF2 UNC5D UNC80 USP12 USP13 USP33 UST VANGL1 VGLL3 WASHC4 WIPF3 YWHAB ZIC3 ZNF264 ZNF281 ZNF397 ZNF451 ZNF48 ZNF516 ZNF609 ZNF646 ZNF664 ZNF717 ZNF805 ZRANB1 ZSCAN23 ZSWIM4 ZXDC ZZEF1 MIR1202 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1202 ABCA1 ABLIM1 ACTG1 ANAPC16 ARID4B BCL6B BICRAL BNIP5 CAND1 CCR5 CDH5 CDK14 CHSY3 CLIC4 CNST COLEC10 CRISPLD1 CTNND1 DENND6A DICER1 DMTF1 EFNA5 EGLN2 EIF4E2 EML4 FMO5 FTSJ1 HLA-DRA HNF4A KDM6A LAMP5 LILRA5 LRP4 LRRC8C LUZP1 MAN2B2 MAX MED23 MS4A12 NDFIP2 NDST3 NOD1 NR2C1 NUMBL OSBPL11 PAK2 PAK5 PLPPR4 PPP1R14C PSMD12 PTPN20 RALBP1 RRN3 RRP1B SELENOT SHE SLC18A2 SLC38A1 SOS1 SRPK2 SRRM4 SULT4A1 SYPL2 TLE3 TMEM215 TMEM263 TMEM87A TOX ZBTB34 ZBTB43 ZDHHC18 ZDHHC21 ZFHX4 ZNF195 ZNF365 MIR1203 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1203 GLI2 MCTS1 SOX12 TMEM184C TOMM40L MIR1204 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1204 ADCYAP1 CFL2 MYLK PRDM12 SERPINB12 SLC25A23 MIR1205 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1205 ABI2 ACIN1 ADAM7 ADAR ADNP2 AGO1 ALDH7A1 AMMECR1 AMZ1 ANKRD17 ANKS1A AP2A2 ARF6 ARHGAP17 ASB7 ASTN1 ATXN1 ATXN1L BCL2L11 BICDL1 C1orf21 C1orf226 CABYR CACNA1A CASTOR2 CCND2 CCR4 CDCA2 CDS2 CHMP7 CLTCL1 CNOT2 CNTD1 CNTFR COPS2 CTNND1 CUL4A DICER1 DIRAS1 DNAAF9 DNAJB1 DNAJC6 DNALI1 DOCK3 DSE EBPL EGLN3 EIF5A EIF5A2 ENGASE ENSG00000290147 EPHA3 ERLIN1 FAM120A FAM168B FAM217B FAM98A FBXL8 FHL1 FIBIN FOXI1 GLI3 GLIS3 GMFB GPHN GRIK3 GRM1 GSTM4 GUCA2A H2AJ HACD2 HCFC1R1 ICE1 IGDCC3 IPCEF1 ITPR2 JAM2 JCAD KAT7 KCTD9 KIAA0513 KLK6 KRBOX4 LACC1 LBH LDAH LSM14A MAP1B MFSD9 MKNK1 MLXIP MUC6 MYT1L N4BP1 NATD1 NCKIPSD NCS1 NFATC2 NMNAT2 NPC1L1 NT5C2 NTNG1 ORAI2 PCBP4 PDE2A PDE3B PELI2 PLAGL2 PNPLA5 POLDIP2 POLR2J3 POM121 PPARD PPIF PPP1R3B PPP4R3A PRRC2B PSME4 PTBP1 PTCHD1 PTPN11 QSOX2 RAB8B RAPGEF1 RASGEF1B RBM46 RFX7 RGMA RGS16 RNF19A RRP7A SBNO1 SETD3 SFRP1 SH3PXD2A SLC24A4 SLC30A4 SLC35A3 SLC35F6 SLC4A4 SMARCE1 SNTG2 SNX21 SOGA1 SPAST SPRY3 SRGAP3 SSH1 ST3GAL5 ST6GAL2 SUFU SV2C SYK TDRKH TEAD1 TM9SF3 TMEM230 TMEM62 TOR2A TPBG TSPAN13 TSPEAR TTYH2 TUB TXNDC17 UBE2W UHRF1 USB1 USP20 USP9X WNK3 WSB1 XYLB ZC2HC1C ZDHHC6 ZNF592 ZNF862 MIR1206 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1206 ADCY1 ANKRD12 ANOS1 APC ARHGAP21 ASAP2 ATP2A2 ATXN2 ATXN7 BRINP3 C1GALT1C1 C4A C4B C5orf24 C9orf85 CAP2 CDH11 CDK19 CEP135 CERT1 CLIC4 CLVS1 CPEB2 CRISPLD2 DCUN1D4 DDI2 DENND1B DOK6 DSCC1 EBF2 EBF3 EFCAB9 EIF1AY ENTPD5 EPRS1 FIGN FLG2 FOSL2 FOXD4L5 FUT8 FZD3 GASK1A GRIK2 GSTM4 HNMT HOXA1 IDH3A KCNB2 KCND2 KCNJ2 KCNQ5 KIF2A KLHL2 KLHL32 KPNA4 KRAS LRP1B LRRC31 MAP9 MEF2A MFSD14A MOB1B MSANTD3-TMEFF1 MTMR14 NDNF NEDD4L NOS3 NR5A2 ORC4 P2RX2 PANK2 PI4K2B PLEKHA1 PPARGC1A PPDPFL PRKAG2 PRKCB PTGES3 PTPN13 PTPN7 REV1 RHOQ SAR1A SEC23A SEMA6A SERTAD4 SF3B3 SH3BGRL SHISA3 SKA3 SLC4A5 SMIM19 SMNDC1 SNTG1 SOX6 SPAG9 STXBP3 TAOK1 TBC1D19 THRB THSD7B TIMP3 TMEFF1 TMEM259 TPBG TPD52L3 TSC22D2 UBE3A USP32 VAPA VSTM4 WDR41 YWHAZ ZC3H6 ZMYM6 ZNF207 ZNF805 MIR1207_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1207_3P ACTR1A ADPRS AGO1 ALDH1A2 ANKRD28 APOBEC3G ARL11 ARL3 BAIAP2 BTBD7 BTN2A2 C14orf119 CBX2 CCDC25 CELF5 CEP350 CHD5 CLHC1 CLIC5 CNN1 COP1 COPS7A CREB5 CSNK1A1 CUL4A CYB561D1 DEDD2 DEPDC5 ENC1 ENDOV EPC2 EXT2 FAIM2 FAM168B FAM78A FBN2 FBXO33 FMNL3 FOXP1 GALNTL6 GAS7 GLCCI1 GRIA4 IGF2BP1 IL6R IMPG2 IQSEC1 IRF2BP2 ISY1-RAB43 KATNIP LHX6 LSM11 LYRM1 MAOB MAPKBP1 MBTD1 MEOX1 MMP24 MTF2 MYCL NBEA NFIC NPPC OGFOD2 ORAI2 PAFAH1B1 PAFAH1B2 PAIP2 PAN3 PARP11 PATL1 PDE6D PDE8B PDP2 PER1 PGAP6 PHF21A PID1 PIK3R1 PLA2G2C POLR3A PPP1R10 PTBP1 PTGER4 PTPRE RAB23 RAB43 RAB7A RAD51D RAPGEF2 RBL2 RHOA RIMKLA RORA SCLT1 SCN1A SCN2A SCN3A SEC13 SHC1 SLC29A3 SLC5A7 SOX12 SPATA13 SRF SRRM4 ST18 ST8SIA4 STX1A SVOP SYT11 TAOK1 TEAD3 TENT5A TMEM178B TMEM18 TMEM39A TNIP1 TP53BP2 TPM1 TTC4 TTC7B UTP18 WASL XBP1 YWHAH-AS1 ZFR2 ZNF333 ZNF641 ZNF706 ZNF821 MIR1207_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1207_5P ABCC5 ABCG4 ABHD4 ACVRL1 ADAMTS10 ADGRA2 AFAP1L1 AGAP1 AKAP5 ALS2CL ANGEL1 ANKRD63 APOL6 ARC ARRB1 ASXL1 ATG16L1 ATG9A ATP11A ATP9B ATRN ATXN7L3 AXIN1 B3GNT7 B4GALNT1 BAHD1 BARHL2 BCAN BCL7B BRPF3 C2orf72 C5orf63 CABLES1 CACFD1 CACNA2D1 CACNB3 CAPN7 CASC3 CASTOR2 CAV1 CBX2 CBX5 CBX6 CCDC102A CCDC170 CCL22 CCND3 CD151 CD276 CDC42BPB CDH1 CDH10 CDK5R1 CDR2L CELF5 CEMIP CFAP77 CHAC1 CHAD CHD5 CHPF CHRM1 CHRNA6 CIT CLASP1 CLDN19 CNIH2 CNNM4 CNTN2 CORO2B CPEB2 CRAT CRTC1 CSRP1 CST9 CTXN1 CYP26B1 DAGLA DCHS1 DCUN1D3 DDX3X DEF8 DISP2 DMBX1 DNMT3A DOLPP1 DPP8 DRD2 DUSP13 DUSP15 DUXA ELFN2 EPHA10 ERF ESRRG ETF1 ETV6 EXOC7 F7 FA2H FAM120C FBXO41 FOSB FOXJ3 FOXM1 FOXN2 FSTL4 FUNDC2 FXYD5 G6PD GALNT2 GATAD2B GID4 GIT2 GNA14 GNAI2 GNAO1 GOLGB1 GPR137 GPSM1 GRM4 GTDC1 GTPBP2 GUCA2A HBEGF HK1 HOXA11 HYAL2 IL6ST INSM1 IPO9 ISL2 ISM2 ITM2C JADE2 JAKMIP3 KCNE1 KCNG1 KDM4B KIAA0513 KIF21B KLF6 KRT80 KRTAP4-5 KSR2 LDLRAD2 LENG8 LFNG LHPP LINGO1 LRP1 LRP4 LRRC15 LSM12 LYST MAFG MAFK MAGT1 MAP1B MAPK8IP1 MAPK8IP3 MAPKAPK2 MARK2 MECP2 MEDAG MEF2C MLLT6 MLST8 MLXIP MNT MON1B MPP2 MPZ MRAP2 MRGPRF MTA3 MYEOV NAA60 NACC1 NALF2 NAT8L NATD1 NAV3 NBPF1 NBPF3 NCKAP1 NDRG1 NECTIN1 NES NFASC NFIC NGEF NHERF2 NIPSNAP1 NOS1 NOVA1 NPTX1 NPTXR NPY4R NPY4R2 NR6A1 NSMF OBSL1 OPA3 ORAI2 OTOF PACS2 PAK3 PBX1 PCBP3 PDGFRB PDPK1 PEF1 PGM5 PHB1 PIK3CG PIRT PITPNM2 PLEC PLPPR2 PLXNA1 PML POLR1G POU2F2 PPP1R1A PPP1R1B PPP3R1 PPTC7 PRR15L PTPN9 RAB1B RAB43 RAP1GAP RAP1GAP2 RARA RASL10B RBBP5 RCVRN RHOJ RLN3 RNF216 RXRA SARM1 SCN2B SDC1 SDC3 SDK2 SEMA3F SEPTIN9 SF3A1 SFXN5 SH3KBP1 SH3PXD2B SHB SIX5 SLC13A5 SLC22A11 SLC22A8 SLC25A14 SLC25A23 SLC35C2 SLC35E2B SLC35E4 SLC39A1 SLC43A2 SLC45A4 SLC6A17 SLC6A9 SLC7A1 SLC7A8 SLC9A8 SMARCD1 SMYD5 SOGA1 SPNS2 SPR SRC SSH2 SSR3 STAG1 STAT6 STIM1 STK40 SUSD6 SV2A TAF12 TCAF2 TEAD3 TFE3 THEM5 TIFAB TLN1 TMA7 TMCC1 TMEM198 TMEM201 TMEM229B TNK2 TOB2 TP53I11 TPTE TRIM67 TRMT61A TSPAN5 TSPAN9 TTC5 TUBB4A TUBB6 UBE2M UBE2Z UNC13D UNC5A UNK USP4 VAMP1 VANGL2 VASP VAT1 VPS11 WBP1L WDTC1 WNT6 WNT7B ZDHHC8 ZFP41 ZFYVE27 ZHX3 ZMIZ1 ZMYM3 ZNF285 ZNF740 MIR1208 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1208 ADAM12 ADD3 ADRA1A AEBP2 AFF3 AGPAT4 AP1G1 ARHGEF6 ARMCX1 BACH2 BAZ2B BCLAF3 BTBD10 BTBD3 CASP14 CCDC178 CDADC1 CDC27 CDH19 CHMP2B CHN1 CNTNAP3 CNTNAP3B CNTRL CRTAP CXXC5 CYBRD1 DENND1B DHFR DHFR2 DISC1 DMXL1 DNAJC21 DR1 EIF2S2 EPOP ERC2 FANCA FCHSD2 FGFR1 FNDC3A GANC GLUD1 GMCL1 GNB4 GORASP1 GPM6B GPR180 GRIA4 HAPSTR1 HERPUD2 HIC2 IL5RA IL7R INO80D IRF6 IRS2 JKAMP KIF3A KRTAP7-1 LCOR LDHA LEPROT LINC03040 LRP6 LRRN1 MBNL3 MCFD2 MGAT4A MRPL13 MYCBP2 NFAT5 NFATC3 NT5C1B-RDH14 NUCKS1 NUDCD1 NXF5 OXR1 PABPC3 PACSIN2 PALS2 PAQR9 PDE3A PDE7B PDIA6 PDIK1L PHF21A PLCXD3 POLR1F PPP1R10 PPP2R2A PRKAB1 PTPRG RNF145 ROBO2 RUFY2 SCFD1 SECISBP2L SIPA1L2 SLC24A2 SLC25A44 SLC35B1 SMCO3 SORBS2 SPATA20 SPRY3 SRC SRSF10 SRSF3 ST8SIA2 SYPL2 TBX1 TCEAL4 TIMM17A TLE4 TMED6 TMEM170B TMEM209 TMPRSS2 TRIP12 TUSC1 TYR USP45 UTP23 VBP1 WDFY3 YTHDF2 ZBTB22 ZC3H13 ZDHHC7 ZEB1 ZFR ZIC3 ZKSCAN1 ZNF280D ZNF461 ZNF592 MIR12113 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR12113 ACBD3 AKTIP ANKRD34A ANO2 ARGLU1 ARL6IP6 ATL3 ATP8A1 AZIN1 B3GALT2 BCAP29 C21orf91 CADM1 CALCR CALD1 CCDC14 CCDC178 CD55 CLSTN2 CLXN CNKSR2 CNTN3 COA5 COBLL1 CSNK2A1 DPP10 EGR2 ELAVL3 ELOC EMC8 EML4 ENPP4 EPB41L3 EPC2 ERCC6L FAM166C FAM199X FHIP2A FRMD6 GRIA3 GTF2A1 HNRNPDL HOXC4 IDI1 IL33 ITGAV ITPRIPL2 KBTBD3 KCNA5 KIF5B LEXM LPGAT1 LRRC59 LY9 MAGEE2 MAP3K2 MARCHF6 MRPL47 NEIL2 NIPA1 NIPAL1 NXN ORMDL1 PAK2 PEX13 PLEKHM3 PPIL4 PPM1E PTCH1 PTPN4 RAB28 RAD21 RBM14-RBM4 RFX4 RIMS2 RPTN RTKN2 SERTM1 SIPA1L2 SLFN13 SMYD2 SNX11 TBC1D14 TFAP2A TMEM33 TOX4 TRDN TRPC1 USF3 VPS4B VWC2 XPO7 ZBTB33 ZBTB34 ZHX3 ZNF251 ZNF367 ZNF827 MIR12114 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR12114 ATF7IP ATRNL1 ATXN7 BBOF1 BTF3L4 CACNA1E CDC14B CFAP161 CTR9 CTSV DOCK8-AS1 EPHB1 FMNL3 FNIP2 GJA9 HRNR MPV17 MS4A3 NIBAN3 NOTCH2NLA OAS1 OPA3 PCDHGA7 PHF20 PIP4K2B PPP2R1A RIMS3 SLC8A3 SMG1 STRN TMEM229A TREML1 TSC22D3 TUSC3 USP54 VCPIP1 ZBTB20 ZC3H15 ZNF234 ZNF519 ZNF555 ZNF618 ZNF91 MIR12115 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR12115 ADORA3 AHCYL2 ANKRD34A ANKRD40 ATP6V1F BEST3 CCBE1 CDH12 CDH7 CDSN CEP170 CFLAR CHMP5 CIR1 CLEC4G COL25A1 CRACDL DCAF12L1 EFEMP1 F2RL2 FAM210B FAM47E-STBD1 FRMD4B FZD10 GBX2 GRIK5 GTF3C3 HIF1AN HSF4 IFI30 IKZF5 KCNJ13 LAMA3 LHX6 LSAMP MFSD4A MIER1 MLLT10 MMP2 MORC1 NKD1 NOX4 PCM1 PIPOX PLAUR POU2F3 PPP2R2A PPP3R1 PRKAR2A PRSS16 RETREG3 RIOX2 RSF1 SHISA7 SLC8A2 SOS1 SOX8 SPATA2 STRN4 SUGP2 SULT1E1 TLCD5 TMPRSS5 TPBG UBE3C XPR1 ZEB1 ZFP14 ZNF10 ZNF148 ZNHIT3 MIR12116 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR12116 ACSL4 ATP11C CBX2 CDC5L CETN3 CFAP47 CMTM2 CNBP CREB5 CXCR5 DDX3X DIPK1A DONSON EIF2AK3 EREG GLUD1 GNRHR HNRNPH3 IFT81 ITGB8 KIAA1143 LHFPL6 LRRC39 LRRTM2 MIR1915HG MYO9A NAP1L1 NEK7 NHLRC2 NIN NUP210L PDXDC1 PI15 PIKFYVE PLLP PRKAA1 PRKD1 PRPS2 PUS3 RBM4 RFTN2 RORA SCAI SLC25A21 SLC52A1 SWT1 TAF5L TANK USP45 UTRN VIRMA WFDC8 ZBTB41 ZDHHC15 ZNF131 ZNF148 ZNF407 ZSWIM7 MIR12117 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR12117 ABI2 ACAP2 ACIN1 ACSL6 ACTL6A ADAMTS6 ADRB3 AFF1 AKR1B10 AKR1B15 ARID4A C1R CASZ1 CHN2 CHRNA3 COL4A3 COL6A6 COPS2 CRISPLD1 CSDE1 DBX2 DLG4 DNAI4 DOK2 DUSP28 DYNAP E2F5 EBF3 ELF1 ELL ERAP1 FAM228A FGR GNRHR GTF2IRD2 GTF2IRD2B HCN4 HP1BP3 HPSE ITPRID2 KCMF1 KLF8 LINC03034 LPGAT1 MEST MGAT2 MKRN1 MMP2 MYLK3 NAGLU NCOR1 NDST3 NDUFA4 NUFIP2 NWD1 OSBPL3 PAPSS1 PAWR PDE7A PHF6 PIK3CA PLXNC1 POLR3K POU1F1 PRKCA PRR13 PRUNE2 QKI R3HDM1 RLIM RNF13 RPL26L1 RTN4RL1 SH2D1B SLC11A2 SLC25A30 SLC25A53 SMIM15 SSU72 THTPA TM2D2 TMEM132C TMEM245 TNRC6A TTR WDR7 WIPF1 WWP2 YBX1 YWHAB ZBTB20 ZNF492 ZNF561 ZNF704 MIR12118 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR12118 ABLIM3 APH1A APOBEC3H ARID1A ARMC7 ATP6V1A AUNIP C2CD5 CD55 CDYL2 CELF4 CEP170 CHD4 CLCN3 CLUL1 CNOT6L COBL CORO2B DNA2 EN2 EPHA7 EPM2AIP1 FAM83A FBP1 FCHSD2 FHIP1A FRYL G6PC1 GMFB GSPT1 HNRNPH1 HYAL4 JCAD KAT6A KAZN KMT2A LCE2C LGI2 LRRC70 MAL2 MAX MCU MECP2 MEF2D MIB1 MYO1D MYO6 NOVA2 NRM NUFIP2 NWD2 OSM OXSR1 PCDH19 PICALM PIM1 PLEKHS1 PPP1R16B PPP6C PRH2 PRR13 PRRC2B PRTG PTGER3 PYCR2 RAB8A RBIS RELN RGPD5 RGPD6 RGPD8 RIMS3 RNF5 RTKN2 RUNDC3B SEMA3F SHISA6 SLC24A3 SLC24A4 SLC25A35 SLC9A5 SMG5 SNX16 SOGA1 SON SORCS1 SPOCK1 STK40 TAOK1 TMEM35B TOPORS TRIM67 UBE2Q1 USP32 VAMP1 VAX1 YIPF6 YWHAE ZBTB7A ZDHHC9 ZKSCAN1 ZNF333 ZNF444 ZPBP2 MIR12119 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR12119 AADAC AAK1 ACVR2A ACVR2B ADAM10 ADAMTS15 ADGB ANGPT4 ANGPTL4 APOBEC3A ARF1 ARFGEF2 ARID1A ARID3B ARMC8 BAZ2B BEGAIN BMPR2 CABLES2 CAPS CAPS2 CASTOR2 CBFA2T3 CCER1 CCND2 CCPG1 CD300LF CDNF CDYL CLEC1A COL4A6 COL6A1 COPS3 CPEB4 CSRP3 CYB5A CYRIA CYSLTR1 DDHD1 DFFA DLK1 DNALI1 DUSP16 ERC2 ERCC6 ERLIN2 ESCO1 ESRP1 EXPH5 FAM177B FGF14 FIGNL2 FRK GALNT15 GIN1 GLO1 GNB1 GPD1 GXYLT1 HOXA1 HOXC10 HSPA14 IKZF2 IKZF3 KANSL3 KCNA3 KCNH1 KCTD2 KIAA0040 KIF27 KLK4 KXD1 LCK LGR5 LINC02688 LRIG2 LRRC8A MARCHF6 MFHAS1 MFSD8 MIOS MMP28 MOCS1 MRRF MTMR9 MXD1 MYEOV NALCN NAV2 NFATC3 NKIRAS2 NRIP1 NXF1 OPHN1 PATJ PAX5 PAX6 PBX4 PCYT1A PEAK1 PGR PIP4K2C POLK PPM1F PPP1R9A PPP2R3C PRDM5 PRKCA PRR16 PSKH1 PTPRD QKI RAB3C RAB8B RAG1 RALGPS1 RAMAC RASGRP1 RASSF6 RB1 RBFOX1 RCAN2 RCOR1 RFT1 RGS1 RGS19 RHOQ RHOT1 RIC3 RPRD1B RUNX1 RUNX1T1 SAA2 SEMA3A SEMA4D SENP2 SERP1 SFXN5 SH2B3 SLAMF6 SLC25A26 SLC2A13 SLCO1A2 SPATA12 SPECC1 SPRED3 SRC SRGAP3 SRSF6 STON1 SUCLA2 TEF TET1 TET3 THAP1 TIMP2 TMEM52B TOMM40L TRAF6 TRAK2 TTC14 TTC17 UHMK1 URB2 USP36 USP38 UTRN UVRAG VAV3 VCL VNN1 WASF2 XPO7 YOD1 ZBTB41 ZFYVE26 ZKSCAN8 ZMIZ2 ZNF233 ZNF608 ZNF626 ZNF705A ZNF705D ZNF705EP ZNF80 MIR12120 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR12120 AAGAB AAK1 ACTR6 ADAMTS6 ADGRG7 ALDH6A1 ALDH9A1 AMD1 AMER1 AMMECR1 AMOTL1 ATF7 ATOSA ATP2B4 ATP5MC2 ATXN1 BAZ1A BAZ2A BCL11A C1S C2orf68 CCDC169 CCDC83 CD96 CEP85L CLEC16A CLN8 CNIH1 CREB1 CRIPT CSRNP3 CT55 CTNND1 CYP7B1 DCP1A DDX46 DGKH DLG1 DNAAF4 DNAI1 DNAJC13 ECPAS EDC4 EGFR EIF2A EIF3J EPHA7 EPM2A ERCC1 FAM91A1 FMNL3 FPGT GABRA1 GET1 GNAI1 GPR37 GREM1 GTF2A1 GTF2F2 GULP1 HDAC9 HELLS HERC1 HIPK3 HNRNPK HOXA5 HOXD9 HPS3 HRNR HYOU1 ICE1 IFNA1 IGF1 IL21R IQCJ-SCHIP1 IRS1 ITFG1 ITIH5 ITPR3 KCNK13 KDM5B KIAA1217 KLHL14 LATS2 LCORL LIMK2 LMBR1 LPAR6 LRIG1 M6PR MAGEB3 MAGI1 MAGOHB MAP9 MBTD1 MCUR1 MDGA2 MED14OS MGAT4A MOSPD2 MTFR2 MTMR4 MYLK NAA30 NBEA NCK1 NFAT5 NFATC2 NFIA NOL4 OSBP PACSIN2 PCK1 PCNX1 PDCL PHLPP1 PNPLA1 PPID PPP1CC PPP2R5E PPP3R1 PRKACB PSMD5 PXMP4 RABL3 RAP2C RBM4B RGS3 RNF125 RORA RPIA RRAGB SALL1 SAMD13 SCAPER SDK1 SERBP1 SFMBT1 SGMS1 SLC23A2 SLC24A2 SLC25A19 SLC39A8 SLC7A11 SMS SNF8 SOCS4 SOCS7 SORCS3 SP4 SPTBN1 SPTY2D1 SRSF3 STAP1 STIM2 SUPT20H TBC1D12 TCF4 TCP10L TIAM1-AS1 TIGAR TMTC2 TNRC6B TP53I11 TPD52 TRAF6 TRAPPC8 TRIL TTC7B UBE2D3 UBE2Q2 USP38 USP9X VDAC2 VEZT WDR45B WNT5A YWHAQ ZBTB20 ZEB2 ZNF266 ZNF451 ZNFX1 MIR12121 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR12121 ARHGEF15 BPTF BRINP3 GPR107 GPR158 GRIP1 LNPEP MRAS MSRA OXR1 PDCD10 ZNF107 ZNF117 ZNF138 ZNF208 ZNF28 ZNF468 ZNF493 ZNF600 ZNF676 ZNF708 ZNF728 ZNF730 ZNF732 ZNF737 ZNF99 ZNRF3 MIR12122 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR12122 ABCA1 ACOX1 ACP3 ACVR2B ADO ADRB1 AGFG1 AGO2 AGRN AKIRIN1 AMOTL1 ANK1 ARHGAP36 ARIH1 ARL5B ARL8B ATP13A4 ATP6V1G2 ATXN1 BAG4 BEND4 BEND7 C18orf25 CAB39 CAMTA1 CASD1 CBFA2T3 CCDC28B CCK CDH24 CEP350 CHN2 CIR1 CLEC12B CNTN1 COLQ CRISP1 CSDC2 CSTF2 CTBP2 CTSV CTXN2 CYP4A22 DBF4B DCLK1 DCUN1D5 DDX6 DEFB134 DIRAS1 DNAJC6 DTD1 DTX4 DUSP2 ECE2 EMP1 ENOX1 ERBB3 EYA4 FAM118A FANCD2OS FBLN7 FGF14 FIGN FOXP2 FRYL G3BP2 GABPA GAPVD1 GATA6 GATD3 GNG2 GOSR2 GPRIN3 GRIN2D GTPBP10 HABP4 HDAC9 HDGFL3 HEATR5A HECA HIPK2 HOXC6 HS6ST3 HSPD1 IFI44L INO80D INPP5J IRS1 ITGA1 JPT1 KCNH1 KDM3A KDM7A KIAA0040 KMO LAMB4 LARP1 LBH LCOR LIPA LPIN2 MAGI3 MAN1A1 MAP1B MAP2K1 MAP3K20 MAP4K3 MARCHF10 MLLT10 NAA50 NAV2 NCK1 NECAP1 NEURL1B NFE2L1 NFIB NIPSNAP2 NRK NRXN3 NUFIP2 NUP50 PANX1 PBX1 PCDH19 PCSK2 PDE5A PET117 PHAF1 PIANP PITPNM3 PLAG1 PLCG2 PLPP3 PPME1 PRDM10 PRDM11 PRDM16 PTAFR PTGDR RAB10 RAB33B RASGEF1A RGL2 RIMS2 RNF220 RNMT RORB RUFY1 SASH3 SCN1A SCYL2 SELENOS SH3BGRL2 SH3BP5 SH3GL3 SLC10A7 SLC35F5 SLC39A10 SLC7A11 SLX4IP SMAD1 SMIM2 SNAP25 SNTG1 SNX15 SP100 SPIN4 SRP9 STARD7 STIMATE STRADB STT3B SYBU SYNRG SZRD1 TADA1 TCF12 TDRD5 TENT2 TET1 THUMPD1 TIAL1 TMEM181 TMEM184B TMEM38B TMTC3 TMX3 TNRC6A TNRC6B TOMM6 TREML1 TREML4 TSHR TSLP UBE2J1 UBE2V1 UGT2B10 UGT2B11 USP13 USP6NL WEE1 XPR1 ZBTB46 ZDHHC7 ZFP1 ZFP36L1 ZFP36L2 ZFX ZMPSTE24 ZNF117 ZNF28 ZNF432 ZNF468 ZNF486 ZNF816 MIR12123 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR12123 A2M ABHD11 ABHD18 ABRAXAS2 ACVR2A ADAM12 ADAMTS9 ADCYAP1 ADGRB3 ADGRL3 ADH4 AFAP1 AHCTF1 AHR ALDH1L2 ALDH6A1 ALKBH1 ANAPC11 ANGPT2 ANKRD28 ANO3 ARHGAP33 ARHGAP6 ARID1A ARMCX3 ATP11C ATP5MG AUH B3GALNT2 BAAT BACE2 BCAR3 BCL2A1 BCL2L11 BEND4 BLCAP BMI1 BMPR2 BRWD1 BTNL9 C1D C2orf16 C2orf88 C5orf15 C8orf34 C9orf72 CA8 CACNA2D1 CAMSAP2 CAP2 CAVIN4 CBR4 CCDC50 CCDC71L CCDC88A CCR1 CCSAP CD163L1 CD8A CDC14A CDH19 CDK12 CDKL2 CDO1 CEP20 CEP43 CFAP20 CFAP52 CFDP1 CHMP3 CLPX CMTR2 CNBP CNGA1 CNIH2 CNOT3 CNTN3 CNTN5 COMMD3-BMI1 COPG1 CPE CREB1 CREBRF CRHBP CSNK1G3 CT47A1 CT47A10 CT47A11 CT47A12 CT47A2 CT47A3 CT47A4 CT47A5 CT47A6 CT47A7 CT47A8 CT47A9 CT47B1 CTTNBP2 CUL9 CUZD1 CWC22 CWC27 CXADR CYREN DAZ1 DAZ2 DAZ3 DAZ4 DBT DCAF17 DCDC2 DCLK3 DCUN1D5 DDX19A DDX54 DELE1 DENND1B DIAPH3 DISC1 DIXDC1 DMGDH DOCK10 DOCK5 DST DUSP16 DYNLT5 DYRK1A DZIP1 E2F4 EDRF1 EFNA5 EGFLAM EHMT1 EIF2S2 EIF4A1 ELAPOR2 ELMOD1 ELOVL4 EMCN ENAH ENKUR ENPP3 ERLEC1 ERO1A ERP44 EYS EZH2 FABP4 FAM200C FAM83B FAM98A FAR1 FBXL3 FBXO33 FBXO43 FKRP FLRT3 FMN2 FOXO4 FOXO6 FRA10AC1 FSTL1 FTH1 FUT2 FUT9 FZD3 G3BP1 GABBR2 GABRA4 GABRB2 GAL3ST4 GARNL3 GATA3 GBX2 GCSAM GCSAML GFPT1 GIMAP6 GINS4 GLT8D2 GNAI1 GNL1 GNRHR GOLIM4 GPATCH4 GPHN GPR180 GPR37 GPR82 GPRASP1 GRB2 GRID1 GTF2A1 HAPSTR1 HAS2 HEATR5B HERPUD2 HNRNPD HNRNPDL HP1BP3 HS6ST3 HSD17B6 HSF2BP HSPA13 IDS IFNG IGSF9 IL17RE IMMT IRAK3 IREB2 ITGB8 ITPRID2 JADE1 JAG2 KBTBD3 KCMF1 KCNH2 KCNV1 KDM5A KIAA1549L KIF12 KIF3A KIF5C KLHL2 KMT2C LATS1 LEFTY1 LGI2 LHFPL6 LMO7DN LRCH2 LRRC8B LRRCC1 LYPD6 LYSET LZTR1 LZTS1 MAGEA8 MAN1C1 MAP2 MAP3K2 MAPK8 MARCHF2 MARK1 MAT1A MAT2B MCM8 MDC1 MDM1 MED13 MEP1A MERTK MESP1 MGA MGAT2 MID2 MMP2 MOB1A MOB1B MPDZ MPP4 MPV17L MSC MSR1 MTERF3 MTMR6 MTMR9 MYH15 MYO19 MYOG MYOM1 NBL1 NCAPD2 NCKAP5 NCS1 NEFM NEGR1 NEK2 NIBAN1 NLK NMB NOL3 NPY2R NR4A2 NRG1 NSG1 NUDT19 NUFIP2 NUP50 NWD2 OCRL ODR4 OGA OGFR OSBPL6 OTUD1 PAQR8 PAX1 PAX3 PBX3 PCDHB11 PCLO PDLIM2 PDPR PHLDA1 PI4K2A PKP4 PLAG1 PLCB3 PLCXD3 PLEKHA3 PLEKHB1 PLEKHF2 PLP2 POLR1F PPID PPM1L PPP1R12A PPP1R3A PPP3R1 PPP4R4 PRDM8 PRG4 PRKG1 PRSS35 PRTG PSIP1 PSMC6 PTER PTP4A2 PTPDC1 PTPN20 PTPN22 PTPRC PTPRF PUS10 QKI RAB12 RAB2A RAB5IF RAB9B RAD23A RB1CC1 RBFOX1 RBM26 RBM41 REV3L RFC3 RNF103-CHMP3 RNF157 RNF26 RNF40 RPL26L1 RPRD1B RPS6KA3 RPS6KA5 RPS6KA6 RRAGA RRH RS1 RTN1 RUFY3 RUNX2 SAMD4B SBSN SC5D SCAF11 SCAF4 SCAI SEC62 SELENOT SERP1 SERTM1 SH3TC2 SIVA1 SKA2 SLC10A4 SLC10A7 SLC14A1 SLC15A5 SLC16A6 SLC16A7 SLC17A5 SLC1A2 SLC23A2 SLC25A27 SLC25A32 SLC25A40 SLC30A10 SLC4A2 SLC6A15 SLC7A2 SLITRK4 SLPI SMC5 SMDT1 SMIM14 SNTG1 SPA17 SPATA6 SPO11 SPPL3 SPSB4 SQOR SREK1 SRI SRSF4 SSH2 SSMEM1 SSNA1 STAG2 STK35 STK38 STRC STT3A SUPT6H SVOPL SYNE2 SYNPR SYNRG SYPL2 SYT16 SYT4 TAF1D TBC1D3B TBX1 TBX15 TCF7L2 TFPI2 TFRC TIGIT TMEFF2 TMEM131L TMEM255A TMEM260 TMEM59 TMEM65 TMEM69 TMPO TMSB10 TMX3 TMX4 TNFAIP8 TNFRSF19 TNFSF8 TNIK TNPO1 TPP2 TPR TRMT5 TRPA1 TRPS1 TTC14 TTC33 TUB UBE2B UBE2D3 UBE2H UBE2Q2 UBN2 UGT2B10 ULK2 UNC80 UQCRQ USF3 USP46 USP5 VAMP7 VAV2 VDAC2 WDR43 WEE2 XPNPEP1 YES1 YOD1 ZBTB41 ZC3H12B ZC3H12C ZEB2 ZFP30 ZNF22 ZNF227 ZNF280D ZNF423 ZNF519 ZNF544 ZNF570 ZNF572 ZNF579 ZNF585B ZNF597 ZNF608 ZNF626 ZNF678 ZNF684 ZNF704 ZNF737 ZNF780B ZSWIM2 ZSWIM5 MIR12124 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR12124 A1CF AAK1 ABCA13 ABTB3 ACER3 ACTR3B ADAM28 ADAMTS6 ADHFE1 AGL AIDA ANKIB1 ANKRD45 APCS AQP9 ARID1B ARPP19 ARSJ ASF1A ASH1L ATG5 ATP10D B4GALT1 BACH1 BAZ2B BBOX1 BCKDHB BMAL2 BNIP2 BRAF BTC BTF3L4 C2CD5 C3orf70 CA8 CAB39L CACNB4 CBLB CCNE2 CCNG2 CDK6 CERKL CFAP299 CFAP47 CFL2 CHAC2 CKAP5 CLVS1 CLVS2 CNBD2 CNOT6 CNTN1 CNTN4 COL25A1 COL4A4 CREBZF CSN2 CTBS CTSV CUL4B CXCL10 DDX10 DDX52 DKK2 DLG4 DNM3 DUS4L DYNLT3 ECT2 EFCAB14 EIF4A2 ELMOD2 EML4 ENSG00000274333 ENSG00000276077 ENSG00000277067 EOGT ERRFI1 ETAA1 EVI5 EXD1 FAAH2 FAM199X FAT4 FBXL5 FBXO11 FBXO43 FGF2 FLVCR2 FNBP4 FRMD7 FUT9 FXYD6 FZD5 GABPB2 GABRA2 GABRA5 GABRB2 GALNT18 GDAP2 GM2A GNAQ GNB1 GPR158 GRIA3 GRIK4 GRIN2A GRM3 GSTCD GSTM4 GTF2A1 GTF2H1 HDAC9 HECTD1 HECW2 HFE HLA-DRA HLCS HOOK3 HORMAD1 HPCAL4 HS2ST1 HTR2B HYCC2 INO80D IQGAP2 IRAK1BP1 ITGA4 ITGA8 KCNT2 KCTD12 KDM2B KIF21A KIF3A KIF5B KL KLF12 KLHL21 KLHL24 KPNA3 KPNA4 KRAS LACC1 LAMP2 LAMP3 LARP4 LINGO1 LMBR1 LMBRD2 LMNB1 LOC102724701 LRCH1 LRP2 LRRC19 LUC7L3 LY6K MAGT1 MAML3 MAP3K20 MAP3K5 MAX MCMBP MEIOC MGAT4A MINDY2 MOB1A MORC3 MRE11 MTFMT MXD1 NCL NCOA6 NDUFAF4 NEBL NECTIN2 NEK3 NEMF NETO1 NFIB NHERF4 NHLH2 NIN NMD3 NR2C2AP NR3C1 NSL1 NUFIP2 NUP43 ORC4 PABIR1 PABIR3 PAK3 PCYT1A PDLIM5 PDXDC1 PDZRN4 PERP PEX1 PHB2 PHIP PIKFYVE PIR PLPPR4 PLSCR4 POLR3G PPIP5K2 PPM1E PPP3R1 PPP4R4 PRKACB PRLR PRR27 PSMG2 PTAFR PTBP3 PTER PURB PWP1 PWWP3B RAB11FIP1 RAB3GAP2 RABIF RAD1 RAD9B RANBP6 RBM12 RBM14 RFX3 RICTOR RNF14 RNF144A RRP15 RSPO4 SALL4 SAMSN1 SAR1A SAR1B SCAI SCG3 SCN9A SEC63 SEMA3A SERBP1 SESTD1 SGCZ SGIP1 SGMS1 SHISA6 SHROOM3 SLC18B1 SLC30A4 SLC30A7 SLC6A2 SLC7A11 SLITRK2 SMAD2 SMC3 SNHG32 SNX13 SOCS4 SORCS3 SOS1 SOX7 SPAG1 SPDYA SRGAP2B SRGAP2C SRP72 SS18L1 ST6GALNAC3 STARD13 STN1 SUN1 SV2C SYNPO2L TAF7L TAPT1 TAT TATDN2 TBL1XR1 TBXAS1 TENT2 TENT4A TERF1 TFCP2L1 TFPI2 THSD7A TM9SF3 TMEM106B TMEM215 TMEM237 TMEM30A TMEM41B TOX3 TP53INP1 TRAF6 TRAPPC11 TRAPPC2 TRIP11 TUB TXNDC16 UBE2B UBE2E1 UBE2H UBE3D UBTD2 UNC5B UNC5C UPRT UQCRB UQCRC2 USP24 USP32 USP46 VAMP7 WBP11 YWHAQ ZBTB1 ZBTB14 ZBTB20 ZBTB41 ZBTB5 ZEB2 ZKSCAN2 ZNF148 ZNF24 ZNF280B ZNF430 ZNF572 ZNF704 ZNF706 ZNF772 MIR12125 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR12125 ADGRF1 AFF1 ANOS1 ARHGDIB ASRGL1 ATP5PB ATP8B2 ATP8B4 ATXN2L BAMBI C17orf75 CA3 CASP3 CCDC88A CNIH1 COX4I1 CPEB2 CSGALNACT2 CST11 CXCL12 DCX DNAJB9 DPH6 DTNA EDC3 EFTUD2 EIF2S1 EIF4E2 ENPP1 EPHB6 FAM53B FAR2 GIMAP6 GJA1 GPATCH11 HIPK1 HOXB3 IBTK IDI1 INSR ISM1 ITGA4 KCNK17 KIAA0232 KIAA1328 LAMA5 LONRF1 LPAR5 LTN1 MBOAT1 MKLN1 MLEC MLLT6 MMP10 MTMR6 MYLK2 NDUFC1 NEURL1B NPAT NUAK1 OR51E2 PAQR5 PDE4B PDE4D PDE7B PGF PPARGC1B PPP3R1 PSMF1 RNF213 RORA RPS6KA3 SAMD4A SCUBE2 SH2D4B SH3PXD2A SIX2 SLC17A4 SLCO1A2 SNX20 SPAG11A SPAG11B SPRED3 SPRYD7 TARDBP TM2D1 TMEM163 TMOD2 TMTC2 TNRC6B TPM3 TRIM37 TRMT10B UBE2V1 UGCG WDR37 YAF2 YPEL2 ZKSCAN4 ZKSCAN5 ZNF12 ZNF322 ZNF420 ZNF532 ZNF558 ZNF596 ZNF711 ZNF90 MIR12126 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR12126 AAK1 ADAL ARPP21 ATF7IP2 ATP11C B3GALNT2 BAG4 BCL9 CAMTA1 CMTM8 DDX6 DIO2 ERI1 EVI2A FGA GOLT1A GSPT1 HMGN3 KCNJ3 KLF4 LETMD1 MTHFD2 MTPN NRXN1 OLIG3 PDPN PRX PTGDR RAB1A RNF180 SAP130 SLC13A3 TMX1 TOR1AIP1 TRPV1 ZDHHC17 MIR12127 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR12127 A1CF ADAMTS3 AFTPH ANTXR1 ANXA7 ARL15 ARL8A BACH2 CASKIN2 CEP126 CHCHD3 CHMP5 CRYZ DLD DNAJC25 DPY19L3 DTNA DUSP28 EHMT1 EIF4B ERVFRD-1 FBXO28 FOXL1 FRA10AC1 FUT9 GNB1 GOPC GRK2 HYDIN IQCJ KANSL1 KAT6A KIF5B KLF7 LHX1 MAP4K1 MAPK8IP3 MDGA1 MED13 MIB1 MMP1 MPEG1 MYORG NCBP2 NEB PIAS3 PJA2 PLAGL2 PREP PRKCA PURG RANBP9 RMDN3 RND2 RNF6 SAMD12 SATB2 SAXO1 SEC63 SELENOS SERPINB8 SH2D4B SLC11A2 SLC41A3 SLCO5A1 SRPRA TMPO TMPRSS11A TNFSF10 TTC23L UBE2D2 UBE2E2 UBE2H UBR7 UEVLD ZNF420 ZNF649 ZNF789 ZNHIT6 MIR12128 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR12128 ABHD2 ACSL4 ADAMTS18 AMMECR1L ANK1 ANKRD50 ARAP3 ARHGAP12 ASF1A ATP10D ATP2C1 AUNIP AUTS2 C17orf50 C19orf25 CA8 CABP4 CC2D2B CCDC42 CCL22 CDH13 CDIN1 CIBAR1 CLCC1 CLSPN CNGA2 CNOT6L CNTN4 COG4 COL11A2 CRB2 CROT CRYM CSNK2A1 CTC1 CXCL9 CYP2R1 DAAM1 DCC DCUN1D5 DNAJB9 FAM78A FEZF1 FKBP9 FPGT FZD4 GANC GFOD2 GLG1 GNG2 GOLM2 GPALPP1 GTF2H3 GYPC HOXA11 HTR3D IGF2R INTS9 JAZF1 KCNA1 KIAA1671 KMT2D KRTAP4-2 KRTAP5-10 KSR2 L2HGDH LAMC1 LINC03040 LTA MAP6D1 MCRIP1 MEF2A METTL15 MOB1B MUC7 MX2 MYD88 MYL1 MYLK4 NCAM1 NSUN4 OCM OCM2 OPALIN OPHN1 PABIR1 PAPOLB PATE2 PDZD11 PDZD7 PDZD8 PERP PPP1R13B PRDM16 PRICKLE1 PRNP PSMC1 PWWP3B RAB6B RAD51B RAPGEF1 RBFOX2 RNF115 RPH3AL SATB2 SENP5 SERP1 SERPINB5 SH3PXD2A SPRR2A SPRR2B SPRR2D SPRR2E SPRTN SRL STAG2 TAB2 TBC1D9B TCAIM TET3 TMBIM4 TMCO3 TMEM170B TMEM67 TMEM9 TOPBP1 TOR2A TOX TPRX1 TSLP TUSC1 USP25 USP51 VCL VPS33B WDR91 WIPF1 XK YLPM1 ZC3H12C ZC3H7B ZFAT ZFX ZNF114 ZNF502 MIR12129 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR12129 ABCA10 AHSA1 ALDOC AMOTL1 ANKRD42 ANO4 ARSB ASF1A ATAD2 ATP5MC3 BDNF BPTF BTG1 C8orf34 CACNA2D1 CASK CCDC28A-AS1 CCNT2 CCSER2 CLDN18 CNTRL CXADR CXXC4 CYP2F1 CYYR1 DCUN1D1 DGKD DOCK9 DSC3 EEIG2 ELAVL2 EMSY EPHA3 EPYC ETV1 FAM221A FAM43A FASLG FNIP1 FPGT FRMD4B GBP4 GPR180 GRHL1 GSR HSDL2 HSPA12A ICOS IRF6 JARID2 KALRN KBTBD2 KCNA2 KCNJ6 KCNK1 KCTD12 KHDRBS1 KIAA2026 KLF9 KLHDC1 KMT2E LIN54 LRIG1 MAK MAP3K2 MAP4K3 MGAT4A MIER1 MIER3 MRTFB MSI2 NCAPD3 NF1 NKTR NR4A1 NSMCE4A NUP37 NUP98 NXPH1 PCDH17 PCLO PCNA PCNP PDZRN3 PHF20L1 PHIP PHYKPL PIK3R1 PLCB1 PLPPR4 PPP2R2C PPP2R5C PRR12 PTPN5 RAB37 RAP1A RASGEF1A RBBP6 RBMS1 RHOT1 RIMS2 RNF11 RNF130 RNF139 RNF220 SALL1 SCN1A SDCBP SEC24B SEC63 SETBP1 SIN3A SIRT1 SIX4 SKIL SLC20A2 SLC24A2 SLC25A12 SLC38A2 SNAP91 SORBS2 SPEF2 SPINK6 SPRY1 SSH2 SUMO2 TAB3 TIPARP TNFRSF1A TOR1B TXLNG UBE2K UBE2T UBR3 UBR5 VEGFA YPEL2 ZBTB10 ZDHHC21 ZNF217 ZNF563 MIR12130 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR12130 AP3S1 ARL17B ASB14 ASB5 ASB8 ATP5IF1 BRINP3 CADPS CDIN1 CEBPG CTSE FAM120A GGCX LMLN MRPL20 MS4A1 MSR1 MT1A MT1X MT2A RASSF8 SLC35E1 SMURF2 SOD2 SPEN STAM STRN3 TENM3 TLN2 ZBTB20 ZNF527 MIR12131 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR12131 AAK1 ABLIM1 ACTBL2 ADAM10 ADI1 AFP ALPK3 ANKRD44 APELA ARMC3 ATF7IP ATP10D B9D1 BACE1 BMP2 BNC2 BORCS7 C15orf40 CADPS2 CALCR CALM1 CALN1 CAMK4 CATSPERE CCDC74A CCDC74B CCL22 CD209 CD276 CEACAM1 CELF2 CHRDL1 CHSY1 CLDN11 CNOT7 COL4A1 COLEC11 COPS4 CRTAP CSRNP3 CUL4B CWC15 CYSLTR2 DCHS2 DCX DDX6 DIS3 DISP2 DIXDC1 DOK3 EIF4B ELL ELMOD2 ELP1 EMB ENTPD3 ENTPD7 EPHA4 EPHA6 ERCC6 F8 FAM104A FAM205C FBXO28 FOXM1 FOXO3 GALNT7 GID4 GLI2 GPATCH2L GPR26 GTDC1 HLCS HNRNPU HOXD13 HPSE2 IFI44L IKZF2 INTS6 ISOC1 ITPK1 KIAA1549 KIF1B KLHDC3 LIN9 LPL LRRC31 LYST MARCHF5 MCM8 MED17 MMD MMP16 MPV17L MSANTD3 MYOZ2 NAA50 NDUFB5 NEXMIF NPC1 OLFM3 OTX1 PAFAH1B2 PALM2AKAP2 PAX5 PDE12 PDE1C PEF1 PIK3CB PITPNB PITPNC1 PLAGL1 POLI PPARD PRKCE PRSS37 PTER PUM2 PWWP3B SDF2 SENP5 SESN1 SGMS1 SHTN1 SLITRK2 SMARCAD1 SMCO4 SMIM8 SORL1 SP100 SPATA6L SPIN1 SRD5A3 STAG2 STEAP2 SV2B SVBP SVIP SYN1 SYNJ1 TANGO6 TBC1D4 TBL1X TC2N TCF20 TESC THOC5 THSD7A TMEM254 TMEM43 TMPO TMPRSS13 TOX3 TPD52L1 TRMT9B TRPM7 TSPAN4 TWF1 TXNRD2 ULK4 USP33 WDHD1 WDR26 XKR9 ZBTB26 ZCCHC14 ZDHHC15 ZDHHC2 ZFP82 ZNF175 ZNF24 ZNF385D ZNF555 ZNF704 ZSCAN30 MIR12132 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR12132 ADAMTS6 ALG10 ANKRD13C APC APOL6 ARHGAP5 ARSB ASAP2 ASB4 ASB8 BAG2 BASP1 BTF3L4 C1GALT1 C1GALT1C1L C6orf58 CAPZA1 CBFB CCDC186 CIB1 CLDN7 CLIC1 CLOCK CNOT7 CNR1 COL23A1 CRH CSF2 CTCF CYP39A1 DAAM1 DACT1 DDX5 DISC1 DISP2 DSG2 EIF3J ELOVL5 ERMP1 EVL FAM120A FANCC FBN2 FBXW2 GLRB GPATCH2 GPBP1L1 GPM6A GRHL3 GSPT2 HIPK1 HNRNPLL HOOK1 HS2ST1 IDI2 IRF8 KAT6A KLHL11 KLHL15 LANCL3 LONP2 LRCH2 LRRC8D LSM8 LYPLAL1 MAB21L2 MAFB MAP3K20 MAP4K3 MED14 MON2 MRPS5 NAB1 NPLOC4 NRN1 NTN4 OLFM3 OTULIN PABPC5 PCDH8 PDLIM5 PGM2L1 PLCXD3 POC1B POU1F1 PPEF1 PRH2 PRR3 PSIP1 PTPN13 PTPN21 PTPRR QSOX2 RAB6A RAPGEF4 RHNO1 RNF111 RPL34 RPL39 SACM1L SALL1 SALL3 SEPHS1 SEPTIN11 SETMAR SH3D19 SLC6A13 SMAP1 SMARCA4 SMG7 SNX2 SP4 SPOPL SREK1 SSBP2 SUGT1 SYS1 SYT1 TAF4 TASP1 TLK1 TMEM117 TMEM254 TOMM20L TRAK2 TRHDE TTC30B UNC119B UTP11 VAMP4 VAPB VCPIP1 VPS13C VPS29 WASL WDR17 WWP1 XPA YIPF4 ZBTB21 ZFP2 ZNF417 ZNF444 ZNF45 ZNF587 ZNF621 ZSCAN16 MIR12133 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR12133 ABCA2 ABCD1 ABHD13 ACTRT3 ADCY6 ADGRB3 ADGRL2 ADK AEBP2 AGO4 AHR AJAP1 AK3 ALK ANKIB1 ANKRD27 ANXA11 AP3S1 APPL1 AQP2 ARHGAP6 ARHGEF12 ARHGEF3 ARPC5L ARPP19 ASH1L ASTN1 ATG9A ATP2B4 ATXN1 ATXN3 AZIN1 B3GNT2 B4GALNT1 BCL2L12 BCR BICRAL BNC2 BRINP2 BRMS1L BRPF3 BRWD3 C5orf22 CACNA2D2 CACNB4 CADM2 CAV1 CBFA2T3 CD164 CDH20 CELSR2 CEP170B CERS2 CHIC1 CHST1 CHST10 CLN5 CNN3 CNNM3 CNOT6L CNTN1 COL13A1 COL25A1 CORO1C CPSF6 CREB3L2 CRKL CRYGS CTDSP1 CTTN CYRIB DAAM1 DCUN1D1 DCUN1D3 DDAH1 DEPTOR DEUP1 DHX8 DLAT DLEU7 DMXL1 DNAAF9 DOCK1 DOCK4 DOCK9 DPY19L3 DPYD E2F5 EBF3 EDEM1 EIF3J EIF4EBP2 EIF5 ELAVL4 ELOVL5 EOMES EPAS1 EPHA3 ERC2 ERG ERLIN1 EVI5 EXT1 FADS1 FAM171A1 FAM43A FARP1 FEM1B FGF9 FKBP7 FN1 FNDC3B FOXF2 FOXK2 FOXO1 FOXO3 FOXQ1 FRMD5 FRS2 FYCO1 FZD3 GALNT2 GAN GAP43 GBP5 GCNT1 GDNF GIT2 GLE1 GNAI3 GPC3 GPR135 GPR22 GRB2 GXYLT1 HAS2 HBEGF HDAC7 HOOK3 HOXA9 HSPA2 IGF1R IGF2BP1 IRS1 ITPR1 ITPR2 JMJD1C JPT2 KCNG3 KCNK9 KIAA0513 KIAA1217 KLHL34 KLHL4 KLHL7 KPNB1 KRAS L1CAM LAMC1 LCP1 LGI1 LHX1 LILRA1 LMTK2 LMTK3 LNX2 LPP LRCH2 LRIG1 LRRC28 LRRC3 LRRC4 LRRC7 MAGEL2 MAK MAP1B MAP2K1 MAP2K3 MAP3K2 MAP3K3 MAST4 MCMBP MED1 MED14 MFAP3 MFAP3L MIGA1 MITF MORF4L1 MORF4L2 MRAS MROH2A MSN MTDH MTHFD2L MTOR MTSS1 MYRIP NANOS1 NCALD NCKAP1 NEK7 NEUROD4 NEXMIF NLGN2 NOVA1 NOVA2 NPTX2 NRN1 NTN4 NUDT13 NUS1 OGT OLFM1 OR10W1 OSBPL10 OVOL1 OXGR1 OXSR1 PAFAH1B1 PAIP1 PAK1 PALLD PCGF5 PDE8B PDZD8 PDZRN4 PGAP1 PHACTR4 PHAF1 PHF20L1 PHIP PHYHIPL PIK3C2A PLAGL1 PLCB4 PLOD2 PLPPR4 PNPLA1 POU2F2 PPIL1 PPM1F PPM1L PPP1R9B PPP3CA PPP3R1 PPP4R3A PRDM16 PRIMA1 PRKAR1A PRKCE PRRG3 PRRT3 PRRX1 PRTG PTGER3 PTP4A1 PTPMT1 PURA PYGO2 QKI RAB10 RAB23 RAB27A RAB2A RAB3C RAB8B RALB RALGPS1 RAPGEF4 RARG RASSF8 RBM20 RELL1 REPS2 REV1 RGPD1 RGS17 RGS2 RICTOR RIOX1 RITA1 RNF139 RNF183 RPS6KA6 RUNDC3B RWDD4 SCML4 SCYL3 SDC2 SEPTIN9 SERINC5 SERPINB2 SESN3 SEZ6L SH3BP5 SH3KBP1 SH3PXD2B SIN3B SINHCAF SLAIN2 SLC12A5 SLC12A6 SLC16A9 SLC1A1 SLC22A5 SLC24A4 SLC26A9 SLC33A1 SLC38A4 SLC39A1 SLC39A9 SLC44A2 SLC44A5 SLC6A9 SLC7A8 SLF2 SLITRK4 SMAD1 SNX16 SNX30 SOGA1 SORT1 SOX5 SOX6 SPAG8 SPAST SPEN SPIN1 SPRY3 SPSB1 ST6GALNAC3 ST7 STAG1 STK17A STK17B STK19 STMND1 STX5 SV2C SYT16 TAC1 TAF4B TAPT1 TARBP1 TBR1 TCF7L2 THBS2 TMEM169 TMEM170B TMEM198 TNS3 TOPORS TOX TPR TRIB3 TRIM46 TRIM9 TTYH3 TUT4 UBE2G1 UBE2Q2 UCK2 UNC13C USF3 USP45 USP5 VAMP3 VAT1 VAT1L WDR82 WIPI2 XKR4 YES1 YIPF4 YWHAG ZBTB41 ZCCHC14 ZCCHC3 ZDHHC17 ZEB1 ZFAND5 ZFC3H1 ZFHX4 ZFP36L1 ZHX1 ZHX2 ZNF704 MIR12135 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR12135 ADAM10 ADGRF3 ADH7 ADRA1A AHSA2P ANKRD42 ANP32E AP4E1 ASB7 ATRN B3GNT5 BICD2 BSDC1 BTBD3 C1orf52 C8orf58 CA12 CALU CAMK1D CAMK2G CAMSAP2 CAP1 CCDC186 CCNE2 CD300LF CDK13 CDK5R1 CDKN2AIP CEACAM7 CEMIP2 CHL1 CLTC COL24A1 COLEC10 CPD CSNK1G3 CTBP2 CTDSPL2 CWF19L1 CXXC5 DCK DHX35 DICER1 DNAH5 DOCK5 DPY19L1 EHD4 EIF1AD EIF5A2 ELP5 ESRRA ESYT2 EVI2A EXOC5 EXOSC3 FAIM FAM168B FBXL2 FGF2 FOXJ1 FSTL5 GABRG2 GJA3 GLRA3 GLYR1 GPC6 GPM6A GPRC5B GRB10 GSPT1 HAX1 HRH4 HSF2BP IGF1 INTS6 IPO9 IRF2BP2 KIAA1143 KLF12 KRBOX4 KRTAP13-1 LMNTD1 LPP LSAMP MAGI1 MATR3 MBTD1 MFSD6 MGME1 MIER1 MMAB MRPS23 MTG1 MTMR10 MTMR7 MYO6 NCOA2 NEFL NELFE NUDT4 OLIG3 OSBPL6 PAX5 PDZD2 PIAS2 PIGN PKMYT1 PLA2G12A PLAGL1 PM20D2 PPP1R1C PPP1R3C PPP1R8 PREX2 PRIM2 PRKAB2 PRLR PSD3 PTPN14 PTPN2 QKI RABGAP1 RAD51AP1 RBM23 RBM3 RBM44 RCN2 RHOBTB3 RIDA RIOX1 RNF111 RNF6 ROBO1 RORA SEC63 SEPTIN2 SETD9 SLC1A2 SLC25A26 SLC33A1 SORT1 SP4 SPAM1 SPP1 SPRY2 SS18 ST6GAL2 STAM2 SYNJ1 TADA1 TBC1D14 TBCA TBR1 TBRG4 TDRKH TGFBRAP1 THSD7B THUMPD2 TLN2 TMEM119 TMEM167B TMEM170B TMEM65 TMPO TOR1B TRDN TXNDC17 UBXN7 UNC5B UST VPS37A WAC WDFY3 WIF1 YLPM1 YTHDF3 ZBTB1 ZBTB20 ZC3H12D ZDHHC2 ZEB2 ZMYM1 ZMYND11 ZNF135 ZNF189 ZNF214 ZNF267 ZNF516 ZNF626 ZNF681 ZNF704 ZNF709 ZNF805 ZNF91 MIR12136 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR12136 AAK1 ABCA1 ABCB1 ABCB10 ABCG2 ABHD13 ACAP2 ACER3 ACP3 ACSL6 ACTL6A ACTR3 ACVR1 ACVR1C ACVR2A ACVR2B ADAM17 ADAM22 ADAMDEC1 ADCY7 ADD3 ADGRB3 ADK AEBP2 AGO1 AGO4 AGTR2 AHCTF1 AHDC1 AHR AKAP1 ALDH1L2 AMOT ANAPC16 ANKRD10 ANKRD12 ANKRD13A ANKRD27 ANKS1B ANXA4 AP1S3 AP3B1 AP4E1 APAF1 APPBP2 APPL1 AREG ARF3 ARGLU1 ARHGAP12 ARHGEF26 ARID4B ARL5A ARL5B ARL8B ARMCX3 ARPP19 ASB8 ASH1L ATAD1 ATL2 ATP11C ATP13A3 ATP6AP2 ATP6V1C1 ATXN1 ATXN2L ATXN7 AVL9 B3GALNT1 B3GALT2 B3GLCT BACH2 BAG2 BAG4 BAZ1A BCAT1 BCL10 BCL11A BCL11B BCL2L11 BCL2L2 BICRAL BMP3 BNIP2 BPNT2 BRAF BRD3 BRPF3 BRWD3 BTBD7 BTC C11orf87 C18orf25 C21orf91 C3orf70 C3orf80 C5orf24 C6orf47 C9orf64 CACNA2D3 CACNB4 CACUL1 CADM2 CALU CAMK4 CAMLG CARF CASK CAV1 CBX5 CCBE1 CCDC148 CCDC158 CCDC34 CCDC88A CCNA2 CCNT2 CCP110 CCSER1 CD24 CDC42BPA CDC42SE2 CDC5L CDC73 CDCA4 CDH7 CDK19 CDK6 CDKL5 CDV3 CEBPB CELF4 CEP97 CHD1 CHD6 CHIC1 CHST9 CILK1 CKAP5 CLCC1 CLCN3 CLEC12B CLOCK CNOT6 CNOT6L CNTLN CNTNAP2 COA5 COL11A1 COL12A1 COL19A1 COL25A1 CORO1C CPEB1 CPEB2 CPEB3 CPED1 CPNE3 CPNE4 CPNE8 CRACD CREB1 CREBRF CRLF3 CRY1 CSNK1G1 CSPG5 CSRNP3 CTBP2 CTDSPL2 CUL5 CXCL14 CXCL3 CXCL9 CXCR4 CYB5R4 CYBRD1 CYSLTR1 CYTH3 DAAM1 DBT DCP2 DCUN1D1 DCUN1D4 DCX DDX3X DDX60 DENND1B DERL1 DESI2 DGKH DHRS7 DIPK2B DKK2 DLX5 DNAH10 DNAH12 DNAH8 DNAJB4 DNAJC15 DNMT3B DOCK4 DPYS DPYSL2 DSC3 DTWD2 DUSP8 DUT DYNC1LI2 DYRK3 EBF1 ECHDC1 ECPAS ECT2 EEA1 EEF1A1 EEIG2 EFNB2 EFR3A EGLN1 EGR3 EHMT1 EIF2AK3 EIF4E3 EIF5A2 ELAVL2 ELAVL3 ELOVL5 ELP4 EMC8 EOGT EPB41L5 EPCAM EPHA7 ERC2 EREG ERICH2 ERO1B ETNK1 ETS1 ETV1 EVI5 EXD1 EYA1 EZH2 FABP7 FAM135A FAM161A FAM168B FAM172A FAM76B FAM98A FAT4 FBXO22 FBXO28 FBXO32 FBXO33 FBXO42 FBXO9 FECH FGD4 FGF14 FGFR1OP2 FGL2 FHIP1B FHIP2A FKBP5 FLRT3 FLVCR1 FNDC3A FNIP2 FOXP1 FRMD4B FSTL1 FSTL5 FZD3 FZD6 G0S2 GAB1 GABRA1 GABRB3 GALNT13 GALNT4 GASK1B GATA2 GBF1 GDNF GIT2 GK GK5 GLCE GNA13 GNAI2 GNAQ GNL3L GOLGA3 GOLPH3 GPC4 GPM6A GPR137B GPR137C GPR183 GRB10 GRIA2 GRIK2 GRIP1 GRM5 GRTP1 GSK3B GSPT1 GTF2A2 GTF2H1 GTF3C3 GUCY1A2 GUCY1B1 HACD4 HDAC4 HDAC9 HECW2 HERC4 HEXIM1 HFM1 HIPK1 HIPK2 HIPK3 HLTF HMBOX1 HMGCLL1 HNRNPA2B1 HNRNPH3 HNRNPU HNRNPUL1 HOMER1 HOOK1 HOOK3 HSPE1-MOB4 HYCC2 ICE2 ID2 ID3 IDE IDH3A IFNGR2 IGFBP1 IGFBP7 IGSF11 IKZF2 IL22RA2 IL26 IL5RA IL6ST ILF3 ING5 INO80D INPP5A INTS2 IPMK IRAK1BP1 IRF1 IRF2BP2 IRX5 ITGB1 IVNS1ABP JADE3 JAG1 KANK1 KARS1 KAT2B KATNBL1 KCNA1 KCNK2 KCNN3 KCNQ5 KCNT2 KCTD12 KCTD5 KDM4C KDM5A KDSR KHDC4 KHSRP KIF5B KITLG KLF6 KLF8 KLF9 KLHDC1 KLHL15 KLHL24 KMT2E KMT5B KMT5C KPNA1 KPNA4 LARS1 LATS2 LCA5 LCOR LDB2 LDB3 LHFPL3 LHX9 LIMCH1 LIN54 LMBR1 LNPK LPAR1 LRCH2 LRIT3 LRP8 LRRC49 LRRC58 LRRN1 LSM8 LUC7L3 LUZP2 LY75 LYRM7 MAF MAGI3 MAGT1 MAML1 MAP3K2 MAP3K20 MAP4K3 MAPK1 MAPK1IP1L MARCKSL1 MAST3 MBD2 MBNL2 MBNL3 MBTD1 MBTPS2 MCM6 MCUR1 MDFIC MDM4 MED13 MED13L MED14 MEF2A MEGF11 MEX3D MFN1 MFSD14B MFSD8 MGAT4A MICU3 MID2 MIDEAS MIER3 MIGA1 MKX MMD MMS22L MOB1B MOB4 MOSPD1 MRPL19 MTA1 MTF1 MTM1 MTURN MYEF2 MYLIP MYLK MYNN MYO6 MYOT MYT1L MZT1 NAA25 NAALADL2 NADK NADK2 NAGA NALF1 NAMPT NAV1 NCAM1 NCKAP1 NCL NCOA3 NECTIN3 NEDD4L NEK7 NELFA NEMP2 NEO1 NETO2 NEURL1B NEUROD1 NF1 NFAT5 NFE2L2 NFIA NFIB NOL4L NOTCH1 NOTCH2 NOTUM NPTN NR2C2 NR4A2 NR4A3 NRARP NRIP1 NRXN1 NT5E NTRK2 NUB1 NUCKS1 NUDCD1 NUDT21 NUFIP2 NUP205 NXF1 NXT2 OAZ1 OCLN OGFRL1 OGN ONECUT2 OSBPL3 OSBPL6 OSBPL8 OSGIN2 OTUD7B OTULIN PACC1 PAFAH1B2 PAG1 PAK2 PAK5 PALS2 PAN3 PARD3B PARD6B PARP12 PARP8 PCDH15 PCDH20 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHAC1 PCDHAC2 PCDHB9 PCF11 PCLO PCNX1 PCYT1B PDAP1 PDCL PDE4B PDLIM5 PDSS1 PECR PELI2 PEX3 PEX5L PFDN4 PFKFB4 PGAP1 PHACTR2 PHC3 PHIP PHLDB1 PHTF2 PIAS3 PIGK PIK3CA PIWIL1 PKIG PLAC8 PLCXD3 PLEKHJ1 PLK2 PLOD2 PLPPR4 PLPPR5 PLXNC1 PM20D2 PMP22 PNISR POC1B-GALNT4 POLH POLR2E POLR2H POTEF POU2F1 PPAT PPEF2 PPFIA1 PPIL4 PPIP5K2 PPM1A PPM1D PPP1CC PPP1R2 PPP1R21 PPP1R27 PPP1R9A PPP2R2A PPP3CA PPP6C PRDX6 PRKAA1 PRKAA2 PRKACB PRKAR2B PRKCI PRKD3 PRKG1 PRND PROK2 PROM1 PROSER1 PRPF39 PRPF4B PRR14L PRR3 PRRC1 PRRG3 PRRG4 PRTFDC1 PRTG PSD3 PSMA2 PSMD11 PSMD5 PTAR1 PTBP3 PTGFRN PTP4A1 PTPN2 PTPRE PTPRG PTPRK PTRH1 PUM2 PVR PYROXD1 RAB14 RAB30 RAB5B RAB5IF RAD21 RAG1 RAI14 RALGPS2 RAP2C RAPH1 RB1CC1 RBFOX2 RBM27 RBM39 RBM41 RBM6 RBMS2 RBMS3 RBPJ RC3H1 RC3H2 RCBTB2 RCHY1 RDH10 REEP3 RELCH RELL1 RETREG1 RFX3 RFX7 RHBDL2 RHPN2 RIC1 RND3 RNF138 RNF146 RNF2 RNF212B RNF8 ROBO2 RORA RPS6KA5 RPS6KA6 RSBN1 RSPH4A RTKN2 RUNDC3B RUNX1 RUNX2 RWDD4 RXYLT1 RYBP SAMD12 SAR1A SAR1B SAV1 SCAF4 SCAI SCAMP1 SCAP SCML1 SCN2A SCN7A SCN9A SDK1 SEC24A SEC31A SEC61A2 SEC61B SECISBP2L SEL1L SEPTIN10 SEPTIN7 SERBP1 SERPINE2 SERTAD2 SESN3 SETD2 SF3A1 SFMBT1 SFRP5 SGIP1 SGMS1 SGMS2 SGTB SH3GLB1 SH3GLB2 SHISA3 SIM2 SIMC1 SIN3A SINHCAF SIRT1 SIX4 SKI SKIDA1 SKIL SLAIN1 SLAIN2 SLC11A2 SLC17A6 SLC19A2 SLC20A2 SLC2A13 SLC30A4 SLC30A7 SLC35A3 SLC35D1 SLC35E2A SLC35F1 SLC35F3 SLC38A2 SLC39A14 SLC4A4 SLC4A7 SLC5A3 SLC6A15 SLC7A11 SLC7A2 SLC9B1 SLFN5 SMAD1 SMAD2 SMAD5 SMARCAD1 SMARCE1 SMC6 SMG1 SMIM14 SMIM17 SMNDC1 SMPD3 SNW1 SNX16 SNX18 SNX9 SOCS4 SOCS6 SON SORBS2 SORCS1 SORCS3 SOS2 SOX21 SOX5 SOX6 SOX8 SP1 SP3 SPATA6 SPPL2A SPRED1 SPRED2 SPTBN1 SPTY2D1 SRF SRSF10 SRSF2 SS18 SSBP3 SSH1 SSH2 SSR1 ST13 ST8SIA4 STAM STAM2 STAT3 STAT5B STK17B STK35 STRBP STRN STX16 STX17 STXBP5 SUB1 SUMO1 SUMO2 SUPT3H SUZ12 SYNE3 SYNJ2BP SYT14 SYT4 TAB3 TAF2 TAFA2 TAL1 TAOK1 TASOR TBL1XR1 TBR1 TCEA1 TCEAL8 TENM1 TENT2 TENT4B TFAP2C TFDP1 TFDP3 TGDS THSD7A TJP1 TLCD4 TLL1 TM9SF1 TM9SF2 TM9SF3 TMA16 TMED7-TICAM2 TMEFF2 TMEM120B TMEM127 TMEM135 TMEM150A TMEM170A TMEM181 TMEM196 TMEM236 TMEM64 TMEM65 TMEM67 TMEM68 TMEM87A TMPO TMPRSS11D TMX3 TNFAIP6 TNPO1 TNRC18 TNRC6B TNRC6C TOB2 TOLLIP TOX TOX3 TPGS2 TPST2 TRAK2 TRIM36 TRIM65 TRIO TRIP11 TRPM7 TRPM8 TRPS1 TSHZ1 TSPAN2 TSPAN9 TTC14 TTC28 TTC3 TTC30A TTC30B TTC32 TUBE1 TULP4 TUSC3 TUT4 TUT7 TWF1 TWSG1 TXN UBE2B UBE2D1 UBE2D3 UBE2H UBE2K UBE2R2 UBE2W UBE4A UBQLN1 UBR2 UBR3 UBR5 ULK2 UNC5D UNK USF3 USH2A USP12 USP24 USP25 USP37 USP44 USP46 USP9X UTP25 VAPA VCAN VEZF1 VGLL3 VIM VWC2 WDR26 WIZ WWTR1 XPO4 XPOT XPR1 XRN1 YAP1 YES1 YTHDC2 YTHDF1 YTHDF2 YTHDF3 ZBTB2 ZBTB20 ZBTB25 ZBTB44 ZBTB6 ZBTB7A ZC3H12C ZC3H6 ZCCHC18 ZCCHC3 ZCCHC8 ZDHHC20 ZDHHC3 ZEB2 ZFAND4 ZFC3H1 ZFHX3 ZFHX4 ZFP36L1 ZFP36L2 ZHX1 ZIC3 ZMAT3 ZMYM2 ZMYM3 ZNF112 ZNF148 ZNF236 ZNF322 ZNF326 ZNF362 ZNF423 ZNF503 ZNF608 ZNF652 ZNF678 ZNF704 ZNF713 ZNF714 ZNF737 ZNRF2 MIR1224_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1224_3P ADCY6 AGO1 ATF6B AUNIP B9D1 BBS5 C3orf52 CBX8 CDC25A CDC42BPA CDKL2 CNPY4 CREBZF CTAGE1 CYB561D1 DBNDD2 EBAG9 ELAVL1 ELMOD3 ERG FASTKD1 FBLN1 GDI1 HECTD1 IQCG KDM4A KLC4 KMT2B KPNA6 LHFPL6 LHX1 LRIG2 MYBPC1 N4BP3 ORC4 OTX1 PDE12 PLEKHA5 POU2F1 PTBP2 PTGFRN PYM1 RAB6B RELT RIMKLB RNF41 RNF5 RXRA SCD SKAP2 SLC37A4 SNX24 SPRY2 TAP2 TARDBP TFCP2L1 TFDP2 TIMM17A TIPARP TMEM178B TMEM212 TSPAN5 TTC28 TUBAL3 U2SURP USP14 ZFYVE9 MIR1224_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1224_5P ANKIB1 ANTXR1 ARHGEF19 BCAT1 C12orf40 CCDC186 CEP120 CNGB3 COQ4 CPA6 CXCL6 FAM205C FAM78B FCRL5 FHIP2A FMNL3 FNDC3B GABARAPL2 GALNT2 GTDC1 HBP1 HNRNPU KIAA1549L KITLG KLHL4 KRIT1 KRT73 LBP MADD MDH1B MS4A6E MSI2 NEBL NIPA2 OGFOD1 PCMT1 PFKFB2 PPP1R9B PRRX1 PRSS16 PTGR3 RANBP10 RPE S100A12 SEPTIN11 SV2A TMEM175 TMEM221 TNS1 TROAP TSPAN5 UBAP2L XRCC5 ZDHHC15 ZDHHC6 ZNF208 ZNF257 ZNF384 ZNF418 ZNF664 ZNF676 ZNF716 ZNF99 MIR1225_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1225_3P ACSS1 ADAMTS19 AFF4 ALDH16A1 ARHGAP5 ARMC3 ARRB1 BICDL2 C11orf87 CACNB1 CASTOR2 CDT1 CNTN2 COL6A1 DEPTOR EPN3 ERCC8 FMNL2 GALNT14 GFER GLDN GPRC5B GSG1L HTT IL2 IRX2-DT KCNH7 KIF3B KLK8 KRT4 LASP1 MAP3K1 MCHR1 MTMR11 NDUFB11 NPTX1 NT5M OAZ2 P2RY2 PAK6-AS1 PCDH9 PLIN3 PRX PTPN14 RAD23B RAP1GAP2 RORB SCN4B SEC24C SEPTIN8 SERF2 SLC29A3 SLC7A6 SNX12 SOGA1 SPNS2 THBD TMED1 TMEM221 TRAM1 TRIM66 WTAP ZNF396 ZNFX1 MIR1225_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1225_5P ADAMTS17 ANKRD60 ASPH ATOSA BACE2 BCL6 CAPN7 CDC14B CDIN1 CEP162 CREB3 CYREN CYRIB FAM149B1 FNDC3B INSYN2A KDM3A KLHL3 MED13 NDUFS2 NECTIN4 PABPC4 PDE7B PEG10 SEMA4D SHANK2 STAMBPL1 TAL1 TEP1 WASHC5 WNK3 ZBTB1 ZNF37A MIR1226_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1226_3P AAMP ABCA12 ABCG1 ADGRL3 ADNP ADRB1 AIG1 AKR1C1 AKR1C2 AKR1C4 ANKRD40 ANXA11 APIP APPL1 AR ATF2 ATP2A2 CAST CCDC71L CD180 CD55 CHD3 CHST11 CNNM4 COL12A1 COPG1 CREBBP CRTAP DCLK3 DLG2 DVL3 EEIG1 EIF2A ELAVL3 ERICH4 ERVFRD-1 FAAP100 FAHD1 FAM168B FAM53C FBXO11 FBXW7 FGF2 FURIN GAS7 GPR65 GRIK5 GSDME HCN1 HGD HIPK1 HOXD3 HRK IGF2R INSR ITSN1 KCNMA1 LETM2 LRTM2 MAT2A MORC2 MTREX NAA50 NAT8L NFIA NUP153 OGT PI15 PLCXD3 PPFIBP1 PPP6R1 PPP6R2 PRRX1 PTPMT1 RCAN2 RIMKLB RMDN3 RPS6KB1 RRP1B SEMA5A SEPTIN3 SHISAL1 SPON1 ST8SIA1 STX17 SZRD1 TFEC THAP11 TIMM9 TMEM222 TMEM255A TPRX1 TTC9B TVP23A UACA VAMP3 VASH1 VPS53 WDR5 XRCC2 YBX3 ZBTB40 ZDHHC5 ZMYM2 ZNF189 ZNF224 ZNF436 ZNF500 ZNF512B ZNF83 MIR1226_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1226_5P ADCY6 ARHGAP40 ARID3B BMPER C15orf61 C2orf88 CA5B CCAR2 CELF2 CMIP CMTM4 DLX3 FAM216B FKTN FNBP1 GABPB1 GADD45A ICOS IKZF1 ITGA10 JAK1 KCNB1 KCNS1 LUZP1 MBOAT2 MLLT11 MPZ NLRP5 NUDT16L1 OGT OR2A4 PAG1 PEG10 RAB21 RCAN3 RELL1 RPGR S100A10 SCN3B SHROOM2 SIX1 SLC24A4 SNX20 SORT1 SUMO1 TP53TG3 TP53TG3B TP53TG3D TTPA USP38 ZNF275 ZSCAN32 MIR1227_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1227_3P ACBD4 ACBD7 ADAM10 AGAP1 AKAP14 ARID4B ATP6V1B2 AVL9 C4orf17 CADM2 CCNT2 CKAP5 CLN8 CLOCK COX20 CSRNP3 CX3CR1 DDX3X DKK1 DOCK9 DYNLT1 FAM241B FAM91A1 FBXL3 FRY GNB1 GPC6 GPD2 GPLD1 GSG1 HBS1L HIC1 HOXC6 IRF2 KLK13 LRP10 LSM1 LYPD3 MAB21L3 MAT2B MOB4 MYLIP ODF2L OPN3 OSBPL6 PDAP1 PDXDC1 PNKD PNRC1 PREX2 PRKAB2 PTGER4 PTGFRN RAB4A RLIM SECISBP2L SHTN1 SLC2A12 SNAP91 SNX19 SSH1 TAF4 TAOK1 TCEAL1 TET2 TGFBR1 TMEM212 USP9X VEZT WTAP ZBTB5 ZNF521 ZNF616 ZNF705D ZNF766 MIR1227_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1227_5P ACTR1A ALG9 ALPG ARRB1 ASAP3 ASIC1 AZIN1 BACH2 BCAM BEST1 C1RL CDKN2AIP CGREF1 CHRNA10 CHTF8 CLIP3 COL23A1 CPLX2 CSTPP1 CX3CR1 CYP2S1 DLG2 EMILIN2 FAM163B FBXL5 FBXO10 FBXO41 FGF23 G6PC3 GAS7 GGCX GNG13 GPC2 GTF2I GTPBP2 H1-7 HDAC11 HIPK2 HLA-DQB2 IGF1 IL31RA IQSEC2 IQSEC3 ITPR3 JTB KAZN KDELR1 KIF21B LAMP5 LCNL1 LZTS2 MAPK13 MAPRE2 MECP2 MECR MERTK MLC1 MPRIP MRPS11 MTHFR NECTIN1 OSBP2 PARL PAX5 PELATON PLEKHG4B POLDIP3 POM121 POM121C POU2F2 PPP3CB PPT2 PRAF2 PRKCSH PRKD2 PRR30 RAB6B RBM23 RCAN2 RCN3 RPS6KA2 SDC3 SGMS1 SHPK SLC25A23 SLC30A3 SLC6A20 SMOC2 SMYD5 SOGA1 SP7 SPNS2 STEAP4 SUPT16H TBC1D5 TMEM104 TMEM229B TMEM259 TMEM87A TRAF3 TRIP12 TRPV4 TTC9 VWA1 WDR48 ZNF322 ZNF343 MIR1228_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1228_3P AAK1 AFP ANKS4B AP4S1 ARID1A ATP8A2 BMP7 C2orf83 CBX5 CBY2 CCDC115 CDIN1 CEBPG CLIP1 CRHR2 CUX1 DARS2 EIF4G2 FAM172A FAM90A1 FHIT HS3ST3B1 IGDCC3 IRX2 ITGA1 JAKMIP3 KCNQ2 KRT72 LAMTOR3 MASTL MOAP1 NEUROG2 NFIA NRG1 NRIP1 PAPPA2 PDE10A POU2F1 POU2F3 PPP2R2D PRICKLE1 PRMT6 PTPN1 RABGEF1 RAP1A RASA4 RASGEF1A SDHA SERBP1 SOCS6 SPRED1 SS18 STXBP5 TAB2 TBC1D5 THAP1 THUMPD3 THYN1 TJP1 TMEM179 TNFAIP8L3 TOR1AIP1 TPT1 TSC1 TTBK2 UBE2D2 UBE2K UBN1 UBR3 UBXN4 USP1 ZBTB44 ZFHX4 ZNF451 ZNF554 MIR1229_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1229_3P AFF2 BIRC6 BRI3 BRWD3 CACNA1E CADM1 CCNG2 CCNT1 CDYL CEACAM6 CHST6 CISD2 CLCN4 DRD1 EBF1 EIF4G2 EPG5 FBXL5 FBXO9 FKBP5 GABRA5 GABRG2 ILDR2 INO80D JADE1 KHDC1 KHDC1L KIF2A KLF4 LGALSL MAFB MAGEB18 MARCHF3 MRPL30 MTOR NUDT19 NUMB PAPPA PIK3R4 PIM2 PKIB POGLUT1 PPM1A PTGFRN RAP2C RBPMS2 RFFL RHBDL3 RIMKLA RORA SETD7 SLC7A8 SNCA SPAG11B SPATA33 TANC1 TBX18 TERF2 TLCD5 TMEM215 TSEN2 WDR89 ZCCHC24 ZDBF2 ZMAT2 ZNF107 ZNF135 ZNF14 ZNF189 ZNF195 ZNF333 ZNF426 ZNF430 ZNF493 ZNF559-ZNF177 ZNF568 ZNF573 ZNF594 ZNF684 ZNF74 ZNF765 ZNF780A ZNF780B ZNF781 MIR1229_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1229_5P ADAR ARHGEF28 BCL6 BDP1 CA10 CHGB CSNK2A1 EPHA5 FLOT1 GPD1 GRIK1 ICAM5 IQGAP3 MEIOC MITF MTUS2 NUP93 PDE7B PKD2 PLVAP PNMA8A RBMX RBMXL1 RBMXL3 RPS6KA5 TAL1 TBC1D7 TESPA1 TMEM212 TRPC6 WIPF1 WLS YAE1 ZC3H13 ZNF124 ZXDB MIR122B_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR122B_3P AAK1 AGTR1 AKAP11 ALCAM ANOS1 APPL1 ATP1B1 BCL2L11 BTBD7 C2CD3 C9orf72 CAMSAP2 CANX CCDC85A CCL28 CDADC1 CDK14 CDK17 CDK8 CHIC2 CLCN4 COBL COL19A1 CPEB2 CTDSPL CYP3A5 DCUN1D4 DDX4 DHRSX DNAJB4 ELL2 FAM117A FAM83H FOXO3 FOXR2 FSBP FXR1 FYTTD1 GAD2 GCOM1 GPM6A GPR161 GRIA2 GRM5 HERC3 HOXC9 HS2ST1 HSD17B11 ING3 KIRREL3 LAMP1 LOX MAGEB18 MAP2K4 MAP3K1 MBNL3 MLX MMD MSANTD3-TMEFF1 MYCL NAP1L5 NAV3 NFYB NUDT3 OARD1 OR10W1 PABIR2 PARD3B PCDH19 PCLAF PDCD10 PDE4B PDIA4 PEG3 PHC3 PHYHIPL PLA2G12B POLR2M PPP1CC PPP1R1A PPP1R2 PRKG1 PSEN1 PWWP3B RAD54B RC3H1 RDX RINT1 RIPK1 RIPOR3 RPS10-NUDT3 RPS6KA6 RRAGB RTN3 RUNX1T1 SAMD8 SEH1L SERINC5 SLC35B3 SMAD7 SMARCE1 SNRK SP1 SRCIN1 SRSF2 SS18L1 STAU2 STK38L STMN4 TANGO2 TAP1 TFG TIAM1 TMA16 TMEFF1 TMEM164 TMEM242 TMEM43 TMEM94 TMLHE TOGARAM1 TOPORS TRIO TSC22D2 UBA3 UBE4B UBN1 UCHL5 UMAD1 USP4 USP51 WDR33 WDR82 WTAP YWHAG ZC3H12C ZFP42 ZIC5 ZNF326 ZNF704 ZNF800 ZZZ3 MIR122B_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR122B_5P ABCB5 ACVR2A ADAM30 ADGRL4 ADRB2 AEBP2 AKAP6 ALCAM ANLN AP1S2 APBB2 ARFGEF1 ARHGAP6 ASH1L ATF7 ATG9A ATXN1 BAHCC1 BBX BNIP3 BRINP1 C12orf4 C2CD2 CCND1 CDC7 CDH2 CDKN1B CEP70 CLDND1 CLIC4 CSNK1G3 CSRP2 CTNNA3 CTNND1 CUX1 CXADR CYBRD1 DDR1 DDX6 DIRC1 DMRT3 DNAJC21 DNAJC25-GNG10 DOCK7 DRAM1 DSTN DSTYK DTNA DVL1 DYNLT1 ECM1 ECM2 EID1 EIF5 ELL ETV1 ETV6 FAM131B FAM8A1 FANCD2OS FOSL1 FRS2 FSCN3 FXR1 FYB1 GABRA6 GABRB2 GBP3 GNG10 GSE1 HDLBP HMMR HNRNPK HNRNPR HSBP1 ID4 IFNGR2 IGF2BP3 INO80D ITGA4 ITGA5 ITGA8 ITPRID2 ITSN2 JADE1 JADE3 KCNJ8 KCTD12 KCTD3 KCTD5 KDELR1 KERA KLHL41 KPNA4 KRAS LAMA1 LARS1 LHFPL5 LOX MAN1A2 MAP4K3 MAP4K4 MBTD1 MED13L MEX3C MIDEAS MOSMO MTFR1 MTX3 MYO1C NFKBIE NHSL1 NR3C1 NR3C2 NUFIP2 NXF1 OLFM3 OSBPL3 OSBPL8 P2RY1 PANK2 PBX3 PCDH17 PCYT1A PEAK1 PGM2L1 PICALM PIK3C2A PIP4P2 PKHD1L1 PKN2 PPIL4 PRG4 PRR9 PZP QRICH1 RAB11FIP1 RAB12 RALGPS2 RAP1A RAPGEF4 RBSN RELCH RFX7 RHOQ RMND5A RO60 RPL31 RPS6KC1 SAMD8 SBDS SCARB2 SETBP1 SFMBT1 SHOC1 SIK2 SIRT1 SLA SLC23A2 SLC25A53 SLC2A2 SLC38A4 SLK SMAD4 SNX12 SNX16 SOS1 SOST SOX30 SP110 SPOP SPPL3 SV2C TAOK1 TGIF2 THBD TMEM181 TMEM63B TMEM65 TNFRSF1A TNPO1 TOGARAM1 TOM1L2 TRIM48 TRIM49D2 TRPS1 TSC22D2 UBL3 UBP1 UBTD2 UCHL3 USP38 VCAN VEGFC VPS26A VPS37A WIPF2 YES1 YWHAG ZFPL1 ZFYVE16 ZNF195 ZNF248 ZNF254 ZNF257 ZNF43 ZNF506 ZNF596 ZNF680 ZNF716 ZNF793 ZNF92 MIR122_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR122_3P FBXO25 LRRC17 MEF2C NUDT21 POC1B SMURF2 SRF ZNF805 MIR122_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR122_5P ABHD11 ACTMAP ADGRB2 ADSS2 ANKRD13C ARFGEF1 BRPF1 C21orf62 CA10 CCDC186 CCNG1 CD320 CD40LG CLIC4 CLIC5 CPEB1 CS CTDNEP1 CTNNA3 CUX1 CYP20A1 DDR2 DICER1 DNAH2 EEIG1 FKBP5 FLNB FUNDC2 G6PD GABRA3 GALNT1 GIT1 GNPDA2 GRPR GYS1 HECTD3 HECW2 HNRNPU IGSF5 KCNN3 KIF11 LAMC1 MAP3K12 MECOM MICU3 MIPOL1 MOSPD1 MYO9A MYOCD NOL4L OCLN P4HA1 PDK4 PIP4K2A PKM PRR11 PTBP3 RABL6 RANBP3L RAVER1 RBL1 RBM43 RBM47 RBMS2 SEC22C SEMA4D SESN2 SHPRH SLC25A34 SLC4A8 SLC52A2 SLC7A1 SLC7A14 SLCO5A1 SMARCD1 SMYD4 SPRY2 STMN2 TBC1D10B TBC1D22B TBR1 TFB1M TRPM1 TRPS1 TUBA1C UBXN7 VAMP3 WDR47 ZNF213 ZNF827 ZSCAN30 MIR1231 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1231 ARL5A ATP8B1 AZIN1 BMAL1 BTN3A2 BTRC CC2D1A CEP43 CLOCK CREB3L3 CTDSPL DPP3 EIF4B ELAVL4 FNIP2 GLG1 GOPC HDGF HIVEP3 ITGBL1 KCMF1 KPNA6 LYRM1 MECP2 MYOZ3 NAA15 NTNG1 ONECUT2 POLR1F PPM1E PRDM16 PSIP1 PTCHD4 QKI RRAS2 SEC13 SHISA7 SLC12A1 SMG6 SOST SOX12 TIAM1 TMEM115 TNRC18 TPD52L3 TTC28 UGT2A1 UGT2A2 UIMC1 VRK2 WIPF1 ZNF174 MIR1233_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1233_3P AAK1 ACAT2 AFF4 AGPS BCO2 BIRC6 BMF C11orf87 CCL28 CNIH1 COBL CYB5R2 DLGAP4 DNASE2 E2F5 ELFN2 ELMO2 FAH FANCE FBRS FGD6 FMNL2 H3-3B IBA57 IGF1R ILDR2 IP6K1 KCNMB2 LRRC17 MECP2 MID1 MTHFD2L MVB12B NCOA1 PCDHGA1 PCDHGA10 PCDHGA11 PCDHGA12 PCDHGA2 PCDHGA3 PCDHGA4 PCDHGA5 PCDHGA6 PCDHGA7 PCDHGA8 PCDHGA9 PCDHGB1 PCDHGB2 PCDHGB3 PCDHGB4 PCDHGB5 PCDHGB6 PCDHGB7 PCDHGC3 PCDHGC4 PCDHGC5 PDRG1 PPP1R10 RAD23B RAP2C RIPOR1 SCN4B SENP1 SFR1 SH3BP1 SHISA6 SLC39A9 SOGA1 SPECC1L STYXL2 SYNPO2 TNFSF15 TRIM32 TRIM66 TUFT1 USF3 ZBTB7C ZNFX1 ZNRF3 MIR1233_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1233_5P ADARB2 ADCYAP1R1 ANK1 ANKRD42 AP1G1 ARFGEF3 ATAD5 ATP13A2 ATP7B B3GAT1 BAHCC1 BICRAL BPTF BRPF3 C3orf38 CDKN1C CHST9 CIT CRY2 CYP11B1 DCLK1 DIS3 DPF3 ELAVL1 ENSG00000255537 FOSB FOXL2NB FRYL FXR1 GARIN6 GCSAM GNAO1 GNG13 GON4L GPSM3 GSTM2 HNRNPLL HNRNPU HOXB13 INTS5 KHSRP KLK10 KRT78 LCE1A LPP MAP7D3 MARCKSL1 MEF2A MPIG6B MYO19 MYO3B N4BP1 NANP NDUFA5 NFASC NGFR NIPBL NRIP2 PAK1 PARP11 PAXBP1 PBX2 PBX4 PCYT2 PER1 PIKFYVE PKLR PLA2G2D PLXNA4 PPME1 PPP1R8 PTGFRN PTP4A1 PTPRG RELN RPRD1B SCN2A SEPTIN10 SH2B3 SLC17A8 SMIM21 SNX9 TCAF2 TGM2 TM6SF2 TMED10 TMEM104 TMEM106A TMEM245 TNS1 TP53INP2 UCP3 UGT8 UNC45B UNK USB1 WNT1 XIRP1 YIPF3 ZC4H2 ZER1 ZFHX3 ZNF106 ZNF318 MIR1236_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1236_3P ABI2 ABLIM3 ACAN ACTN1 ACTRT3 ADAMTS9 AMER1 AMIGO1 AMMECR1 ANAPC10 ANKRD13A APBA1 ARID1B ARL3 ASB11 ASCL4 BCL2L13 BEND6 BHLHE40 BTRC C15orf48 C1orf115 CAMK2G CASC3 CASK CCDC178 CCSER1 CDADC1 CDH20 CENPBD1P CHL1 CHST7 CLEC16A CNOT2 CNOT6L COL11A2 CPD CRISPLD1 CRX CSMD2 CTSC CYP4V2 CYRIB CYTH1 DCAF1 DENND4A DGKH DLG2 DOCK5 ELAPOR2 EMC2 ENDOV ENY2 EOLA1 EREG ERGIC1 ETNK1 F5 FAM120C FAM20B FAM221B FAM76A FAM9A FBXL2 FCHSD2 FER1L6 FMO5 FST GALNT1 GALNT6 GLRA1 GPC4 GPM6B GPR182 GRIA1 GRSF1 HECW2 HIPK2 HMGB3 HTR4 IFNAR2 IFT122 IL10 INO80D INPP4B IPO7 IVL JUND KCMF1 KIRREL2 KLHL5 LTBP1 MAEA MAGEB18 MAK16 MAP10 MIB1 MNAT1 MRPS35 MYCBP MYO5B MYO6 MYSM1 NCKAP5 NIBAN1 NR2F1 NR2F2 NSD1 PACRG PAG1 PAPSS2 PCDH11Y PCDH15 PCGF6 PCSK2 PDE1C PDX1 PDZK1 PIK3C3 PLEKHA2 PLEKHA3 PLEKHG4B PLEKHO2 PLP1 PNP POLR3A PPP1R9A PRMT3 PTPRT RAB10 RABEP1 RABL3 RASGRF2 RBM12 RDX REP15 RGS1 RHOBTB3 RTF1 S100PBP SART1 SEC22C SERTAD2 SERTM1 SLC24A4 SLC26A11 SLC37A3 SLC44A1 SLC9A6 SOGA1 SORBS3 SP1 SREK1 SSTR3 ST8SIA2 TACC1 TACR1 TBC1D7 TCAF1 TM9SF4 TMEM161B TMEM178B TMEM209 TMEM263 TNRC6B TOM1L2 TPR TPT1 TSR2 TXLNB UBR7 USP48 UTP15 VPS53 WDR3 WDR81 WEE2 WIPF2 XIRP2 YAP1 YTHDF2 ZBED10P ZBTB20 ZBTB43 ZDHHC3 ZFAND5 ZNF106 ZNF516 ZNF543 ZNF684 ZNF704 ZNF705A ZNF705D ZNF705EP ZNF708 ZNF721 ZNF766 MIR1236_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1236_5P ADAM9 AIF1L AJUBA ALDH3A2 AMDHD1 ARHGAP23 ARSL ASB13 ATP6V1E1 BNC2 C2orf72 CA10 CCDC169-SOHLH2 CCDC57 CCNT1 CHD6 CLMN COL14A1 CPSF4 CREB1 DAZ1 DAZ2 DAZ3 DAZ4 DISC1 DOCK8 EIF4A1 FAM180A FCRL1 FNDC3B FOLH1B FOXP1 GAB1 GABBR2 GDNF HAX1 HOMER1 HRG ICMT KIAA1549 KY LHPP LMO4 LRRC8C MFF MORC1 MPZL3 MYH1 NR1D2 NUSAP1 OGG1 OSBP PIGR PLEKHA2 POLR2H PRKAR1A PTPN4 PUS7L PXT1 RAD9B RIPPLY3 SELENON SERPIND1 SLC10A1 SLC25A12 SLC44A5 SLC4A4 SOHLH2 STON2 TEAD1 TMCO6 TMEM223 TNF UBAC1 USP51 VPS41 WDR47 WWC3 ZNF614 ZNF697 ZZZ3 MIR1237_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1237_3P AAK1 ABCA4 ABCC12 ACAD9 ADAMTS15 AIF1L AMACR ANKRD13C AP1G1 APOB APOBEC3F BCAR3 BCL2 BCL6 BCOR BCR BPIFA2 BPIFA3 BRWD1 C6orf141 CCN4 CHM CHST3 CKAP2L CLCN5 CNNM1 CNTLN CPEB4 CPSF6 CREBRF CRELD2 CSNK1A1L CXCR1 DDX42 DENND1B DHX40 DIP2C DUSP18 EEF1A1 EIF4G3 ERG ESYT2 EXOC5 FAM217B FAR1 FIGN FLI1 FOXJ3 G3BP2 GABRA1 GALNT11 GALNT15 GFRA1 GON7 HIP1 HMG20A HSD17B7 ID2 KIFC3 KLHL20 LILRB5 LINC01517 LINC03042 LSMEM1 MLEC MMP2 MRPL11 NALF2 NAV1 NCR3LG1 NIPBL NR2F1 OTULINL PAK5 PARD3B PDE3A PKIA PLEKHG7 RAB2A RAB6B RASSF5 RBBP8 RBIS RFX7 RGS1 RIMS3 RNF170 RNF213 RPS6KC1 SCML4 SESN3 SH3BGRL2 SH3TC2 SHROOM4 SIDT1 SLC26A3 SLC43A1 SLC4A8 SMAD2 SMG7 SPAG9 SPRY4 STXBP5 SULT1C2 SV2B SYAP1 TBC1D20 TBX18 TCERG1 TCF7L2 TEDDM1 TFAP2C TLCD2 TMEM248 TMEM63C TMEM95 TNS1 TRAPPC12 TRIR TXLNB USP46 UTRN VDR VPS13D VWC2 WDR20 WDR82 ZBTB16 ZFP2 ZIC2 ZNF585B ZNF704 ZNHIT6 ZSWIM6 MIR1237_5P_MIR4488 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1237_5P_MIR4488 ADGRL1 CARMIL1 EFNB1 FOXP4 HPD IGF2 IQSEC2 MDGA1 MELTF NAT8L NFIC NFIX PDGFB RLBP1 SCRT1 SLC8A2 WNT1 MIR1238_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1238_3P ACOX3 ADGRL3 ANKRD17 ARHGEF33 ATP8B2 BLTP3A BRINP1 CADM2 CHIC1 CREBBP EMILIN1 ENPP2 GPR180 GRIA1 GSPT1 HMGXB4 HOXA9 IGFBP5 LHX2 MAP4K5 MPST PLA2G12B PPARGC1B RAB33B RBM15 SAMM50 SDHD SLC48A1 SREK1 VASP VTI1A ZNF606 MIR1238_5P_MIR4758_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1238_5P_MIR4758_5P ADO AP1G1 B4GALNT1 CCP110 CLCN6 CNOT6L CREB1 CREB3L1 CSNK1E DNAJB5 FOXL2NB GDF6 GFPT1 GLRX GRK5 GSG1L GTF2H5 IRF6 KIAA0040 LCE2D MXRA7 NDUFV3 NXPH1 PLD1 PPME1 PRELID1 PRR14L RBM39 SAXO1 SEC31A SLC2A1 SOAT1 STMN2 SUGP2 TANC2 TBC1D12 TPTEP2-CSNK1E TUBGCP4 TXNDC8 UBASH3B UBE2A VDAC1 ZDHHC3 ZNF334 ZNF652 MIR1243 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1243 AEBP2 AGK AMFR ANKRD63 ARHGAP31 ASB7 ASXL3 ATAD1 C10orf88 CA1 CALCB CEP72 CLUL1 DNAJC6 ECT2L ERC2 FRRS1L GNPDA1 GOLGA6L1 GOLGA6L6 GUCA1C H2BC18 HACD2 HNRNPH2 HOXD10 MAP3K5 MBL2 MYOZ1 OSBPL11 PALD1 PLEKHA5 PRKG2 PTPN11 RAD21 RAP1B RMI1 RPL36A-HNRNPH2 SALL1 SGIP1 SLC11A2 SSPN STC2 STXBP5 SUZ12 TAGAP TBL1XR1 TEDDM1 TENT4B THAP6 TLR4 TMEM267 TMEM30A TNS3 TPP2 TRIM4 TSTD2 WDR77 YME1L1 ZC3H4 ZNF382 ZNF561 ZNF608 ZNF649 MIR1244 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1244 ABHD3 ACOX1 ADD3 ADGRL4 ADRA1A AGFG1 ALDH8A1 AMZ2 ANKRD44 ARHGAP20 ARHGEF3 ARL6IP1 ATP4B ATXN1L BIRC6 C9 C9orf153 CCDC144A CDC14A CDK17 CEP85L COL12A1 CRBN CREBRF CSPP1 CSRP2 CYB5A CYRIA DAPK1 DCK DCP1B DENND1B DENND4C DYNC1I1 EBF2 EMC7 EPC1 F8 FBXO11 FBXO25 G3BP2 GLUD1 GNAL GRK3 IL33 ITM2A ITPK1 KCNN2 LIN28B MAP3K2 MAP9 MYBL1 NCOR1 NCR3LG1 NEDD4 NIPSNAP3A NOVA1 NRIP1 OSBP PABIR1 PAWR PBX2 PHF6 PIK3C2A PIK3C2G PON2 PPP1R9A PRKCB RANBP3L RC3H1 RHEB RPS6KA6 SATL1 SEC24A SERPINE2 SLC30A5 SLC30A9 SMURF2 STX12 STYK1 SYTL2 TAFA1 TANC1 TENM1 THAP2 TMEM184C TNIK TOX TRIM71 TRIM9 TSPAN14 TUT7 VBP1 WDR7 WNK1 YIPF4 ZBTB25 ZNF682 MIR1245A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1245A AJAP1 AMMECR1L APP C11orf24 CLOCK CNTN5 CYRIA EAF1 FSBP HNRNPR JAG1 KLRF1 KRTAP9-9 LCORL LEPR MACIR MBL2 MEIOC MIA3 MSL2 MYLK3 OPRK1 PGM2L1 PRPS2 PURG RAD54B RAVER2 RBM46 RPL34 SEPTIN6 SGMS1 SGTB SLFN5 SMCO3 SOD1 SRSF8 TBRG1 TMCC1 TMEM199 TRIM22 ZNF250 MIR1245B_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1245B_3P ACADSB ADAMTS9 AGPAT3 AKAP5 AMPH APPBP2 ARHGAP18 ARHGAP28 ATG3 ATRN B3GAT2 C17orf49 C5orf24 C8orf44 CACNB4 CASTOR3P CD164 CDC42EP3 CDK6 CNOT9 COL14A1 CPEB3 CPNE3 CR1 CSGALNACT2 CTBP2 DBT DCLK1 DCUN1D2 DDI2 DDX21 DHX38 DIP2B DMTF1 DYNAP DYNC2LI1 ENY2 FMR1 GABRA1 GALNT1 GALNT7 GAPT GEMIN5 GFM1 GPR75 HAND2 HERC2 HFE HMGCLL1 HSPA12A IRS1 ITPR1 KCTD21 KHSRP KLF12 LPP LRIG2 LSAMP LURAP1L MACROD2 MAGI1 MAPKAPK3 MATR3 MBNL1 MEF2C MNAT1 MOB2 MOBP MRPL49 MUCL3 NABP1 NAV1 NAV3 NCF4 NCKAP1 NECAB1 NEUROG2 NR3C1 NRK NSD2 NUDT11 ODF4 OTX2 P4HA1 PAQR8 PATZ1 PDCD6IP PDE4D PDK3 PFN2 PGM1 PLCG2 PLXNA4 PMP22 POU2F2 PRSS23 RAB23 RABGGTB RBMS3 RHOBTB3 RSF1 RUFY3 RUNDC3B SDCBP SEC61B SERPINB12 SH3RF1 SLC15A4 SLC1A6 SLC25A5 SLC38A1 SLC4A9 SLC5A1 SPATA9 TCEAL4 TCEAL8 TFDP2 TIMM8A TM9SF2 TMA16 TMA7 TMEM182 TMEM232 TMEM47 TOMM6 TRAPPC9 UBE2D3 UBE2G1 UFM1 USP30 USP51 VASH2 WDR89 WWC2 ZDHHC2 ZDHHC7 ZFP3 ZKSCAN8 ZNF124 ZNF189 ZNF221 ZNF264 ZNF460 ZNF800 MIR1245B_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1245B_5P ABHD17B ADRA2A ARF6 ARHGAP35 BHLHE40 BTBD1 BZW1 CASK CCDC85C CDC14A CERT1 COL4A1 DENND11 DENND6A DERL2 DNER DYNLT3 GID4 GRID2 HOXA9 IL17B ILDR2 INSYN2A ITGB1BP1 KCNK13 KLHL29 MAP2 MED13L MON1B MSANTD3 NAA30 NEXMIF NMNAT1 NUDT13 NUP58 PILRA PIP5K1B PPFIA1 PPP3CA RNF38 SCG2 SEC14L2 SEH1L SLC17A5 SLC24A2 SLC7A10 SNAP47 SPARC SPOPL TAFA2 TMPRSS3 TRAF3 ZNF205 ZNF22 ZNF367 ZNF584 ZNF586 ZNF74 ZNF773 ZNF780B ZNF781 MIR1246 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1246 ADAM22 ADAT2 ANKDD1B ANTXR2 ATP2B1 C12orf71 CDO1 CEP126 CNOT9 COL6A6 CREBL2 DENND10 DLG1 DUSP18 DYNC1I1 DYRK1A EIF2AK3 ELF5 FAM53C FPGT GLRB GMFB HECTD2 HLF HTR5A ISCA1 KDM5A KLHL14 LENEP LINC02694 LYPD1 MIER1 MRPS14 MYOT NDFIP1 OPRM1 PANX1 PLEKHB2 QTRT2 RAB14 REPS2 RPL36A RTKN2 SCEL SCN3A SEPHS1 SGO1 SLC12A2 SLC38A2 SORBS2 TAF9B TBCK TNFRSF8 ZCCHC14 ZNF425 ZNF888 MIR1247_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1247_5P ADORA3 FAM20C MYCBP2 PEX10 SHROOM2 MIR1248 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1248 ABHD10 ACAN ACTN4 ADAM28 ADAMTS1 ADGRF5 ADGRG2 ADGRL2 AHSG AIMP1 ALG6 ANKLE2 ANKRD13C ANKRD52 ATP5IF1 B3GNT5 BCL6B C11orf97 CAMKK2 CCDC172 CCDC34 CD81 CDH11 CDK2 CDKN2D CEP128 CHRM2 CHSY1 CIC CLEC16A CNTLN CROT CSNK1G3 DEPDC4 DGAT2 DGKH DLC1 DPH3P1 DPYSL3 DTWD2 DUSP18 EEF1A1 EFR3A EHF EPB41L1 ETS1 EVA1C F5 FA2H FAM13C FBXO32 FSD1L FXN GADD45A GRIA1 HECW1 HMGN1 HYAL4 IL17RD JADE1 KIAA0408 KPNA6 KTN1 LACTB LRAT LRRC8C MCIDAS METAP2 MGP MS4A2 NAV1 NAV3 NEGR1 NIPBL NXPH1 OGFRL1 OGG1 ONECUT2 PIP5K1A PRDM1 PRICKLE2 PTPDC1 RBM27 RBM47 RFX7 RIMS2 RIT2 RNASE11 RORA RPL36A-HNRNPH2 RREB1 RUNX2 SEMA3C SESTD1 SFRP4 SLC25A26 SLC2A10 SNAP23 SNX19 SOGA3 SORCS1 SRP19 SSBP3 SSH2 STAM STEEP1 SV2B TFAP2B TIAM1 TMEM138 TOM1L1 TPT1 TRIM44 UBA6 UHMK1 UTP25 VCL VPS13A YY2 ZBTB41 ZDBF2 ZHX2 ZMAT1 ZNF281 ZNF287 ZNF700 ZNF852 ZSWIM6 MIR1249_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1249_5P AAK1 ABCG4 ABTB1 ADAM12 ADCY7 ADD1 AKT1 ANKRD52 AP1S1 AR ARHGAP6 ARID3B ATP1B2 ATRX ATXN2L AUTS2 BCL9L BCR BRWD3 C18orf25 C1orf198 C1orf210 C20orf96 C5AR1 CASQ1 CCDC34 CD200R1 CD300LD-AS1 CD3E CDC27 CDC42BPA CDH26 CFL1 CLIC5 CNNM3 COLCA1 COP1 CSDE1 CSN2 CTPS2 CUL4A CYB561D1 DNM1 DSCAML1 DTNB DUSP4 DYRK2 E2F1 EDC3 EYA3 F12 F9 FARP1 FCGR1BP FILIP1L FMNL3 FNDC5 GATA4 GFAP GIT1 GNAO1 GPATCH2L GSG1L HEBP2 HMGN4 IL17F IL17REL IL2RG IMPDH1 INKA2 INO80C INO80D IQSEC3 IRF2BP1 ISCA2 ITGA10 ITPRID2 KCNC1 KCNE4 KCNIP3 KCTD12 KCTD2 KLHDC8A KSR2 LASP1 LENG8 LILRA1 LPO LZTS1 MAP3K9 MEX3A MROH9 MVB12B MYH9 NACC2 NALF2 NDUFA4 NFAT5 NFIX NIBAN2 NIBAN3 NKD1 NOVA2 NPLOC4 NPTXR NRN1 NRP2 OSER1 PACS1 PAQR4 PARD3B PDE1A PDE4A PDX1 PHYHIP PI4KB PIANP PIGR PITPNM3 PLEKHO2 PLXNA4 POLR2F POU2AF1 POU3F4 PRR12 PSMB2 PSME3 RAB11FIP5 RAB12 RAB30 RABGEF1 RAPGEF1 RETREG1 RHOC RIMS3 RNASE13 RORA RPA1 RPGRIP1L RUNX3 S100A16 SDC3 SDK1 SEMA5A SFMBT1 SH2B3 SH3PXD2A SHC3 SIPA1L1 SLC1A5 SLC24A2 SLC25A20 SLC7A5 SLC8A2 SLC9A9 SMARCC2 SMARCD1 SMPD3 SOGA1 SPRR4 SPRY4 SREBF2 SSH1 STEAP3 STMN1 SUPT5H SYN2 SYNGAP1 SYP TAPBP TENM4 TFCP2L1 TFDP2 TMEM184B TNNI1 TNRC6B TOM1L2 TP53INP2 UBE2D3 UBE4B UBQLN4 UCP2 ULK2 VAX1 VSTM2B VWC2 WDTC1 WIPF1 WIPF3 XYLB YBX2 ZBTB7C ZDHHC9 ZFP64 ZIC4 ZMIZ1 ZNF333 ZNF703 ZNF827 MIR124_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR124_3P ABCC4 ABHD5 ABT1 ACAA2 ACADVL ACSL1 ACTN4 ADCY9 ADNP2 AFF4 AHR AIF1L AKT1S1 AKT3 ALDH1L2 ALDH9A1 ALG2 AMMECR1 AMOT AMOTL1 ANAPC7 ANKLE2 ANKRD27 ANKRD44 ANTXR2 ANXA11 ANXA5 ANXA7 AP1M2 APBB2 APLN ARFGEF2 ARFIP1 ARHGAP28 ARHGDIA ARHGEF37 ARL5B ARMC1 ASB4 ASCC2 ASPA ATF7 ATF7IP ATL3 ATMIN ATP1A1 ATP6V0A2 ATP6V0E1 ATP7A B4GALT1 BACH2 BCAT1 BCL11B BCL2L13 BCL7A BICC1 BLOC1S6 BMP6 BPNT2 BTBD10 C1GALT1 C2CD3 C2orf68 C2orf69 C2orf88 C9orf72 CACUL1 CADPS CALCOCO1 CAPN1 CAPN2 CAPN6 CASP9 CASQ2 CAV1 CBFB CBL CBX2 CC2D1B CCDC177 CCDC198 CCDC28A CCDC86 CCDC89 CD151 CD164 CDCA7 CDCP1 CDH2 CDH4 CDH9 CDK13 CDK6 CDON CEBPA CELSR1 CEP85L CERS2 CGN CHIC1 CHIC2 CHODL CHP1 CHST1 CHST14 CHSY1 CLDND1 CLMP CLOCK CNEP1R1 CNKSR3 CNTN1 COL4A1 CPA3 CPD CPNE3 CPNE5 CPT1A CREB3L2 CREBRF CRTC3 CSPP1 CTDSP1 CTDSP2 CTDSPL CTNND1 CUL5 CUX1 CXADR CYB5A CYP2R1 DCTN4 DDX3X DENND1B DENND6A DLL4 DLX3 DLX5 DMD DMRT1 DMRTA1 DNAJC1 DNAJC25-GNG10 DNASE2 DSG2 DUSP3 DYRK2 E2F5 ECE1 ECI2 EDEM1 EDNRB EEA1 EFCAB14 EGR1 EGR2 EIF3B ELAPOR2 ELK3 ELK4 ELL2 ELOVL5 EML6 ENAH ENDOD1 ENPP4 ENY2 EPHA3 EPS8 ERMP1 ERN1 ESYT2 ETNPPL ETS1 EVI5 EYA1 EYA2 EYA3 EYA4 FA2H FAM120C FAM171A1 FAM177A1 FAM199X FAM53B FAM78A FAM78B FAR1 FARP1 FBXO38 FCHO2 FCHSD2 FERMT2 FKBP15 FLOT1 FLOT2 FLRT3 FMC1-LUC7L2 FMOD FNBP1 FOXQ1 FPGS FRMD4B FRMD6 FRMD8 FSBP FSTL5 FURIN FZD4 G3BP1 GALNT10 GALNT13 GARIN1A GATA6 GCDH GCH1 GDAP1L1 GDAP2 GFPT2 GGA2 GGPS1 GIT2 GLCE GLI3 GLRB GLT8D1 GMCL1 GMFB GMNC GNAI1 GNAL GNG10 GNG2 GOLM2 GPALPP1 GPAM GPATCH8 GPR37 GPT2 GRB2 GRIA2 GRIA3 GRIA4 GRID1 GSN GTF2A1 GXYLT1 GZF1 HADH HADHA HDAC4 HEATR1 HEBP2 HECTD2 HIF1AN HIPK1 HIPK3 HIVEP1 HIVEP2 HIVEP3 HMGXB4 HTATIP2 IAPP IFFO2 IL6R IL9R ILDR2 IMPACT IPO8 IQGAP1 IQGAP2 IREB2 IRF2BPL ITGA3 ITGA7 ITGB1 ITPR3 ITPRID2 JADE1 JAG1 JAKMIP3 JAM2 KANK1 KAT7 KATNA1 KATNBL1 KCNJ6 KCNK10 KCNK2 KCTD8 KIAA1671 KIAA2013 KIF13B KIF26A KIF26B KIF2A KIF3A KLF6 KLHL24 KLHL28 KLLN KPNA3 L2HGDH LAMC1 LAMP2 LCLAT1 LCP1 LDLRAP1 LEMD3 LIF LIMCH1 LIMS1 LITAF LMAN2L LMBRD1 LPCAT3 LPIN1 LPP LRIG1 LRRC1 LRRC57 LRRC58 LUC7L2 MAGT1 MAN2A1 MANBAL MAP3K1 MAP3K2 MAPK14 MAPK4 MARCHF8 MBNL3 MBOAT2 MCUR1 MED26 MEF2A MGAT4A MIB1 MICAL2 MIGA1 MINAR1 MITF MKX MLXIP MOCS1 MORC4 MTM1 MTMR10 MTR MYADM MYH10 MYH11 MYH9 MYLIP MYO10 MYO1C MYO1E MYORG MYRF MYRIP MYZAP NAA15 NAP1L5 NAPEPLD NAT8L NCOA4 NECAP2 NEK6 NEMP1 NEURL1B NFAT5 NFATC1 NFATC2 NFIB NFIC NFIX NIBAN2 NID1 NME4 NMNAT1 NR3C2 NR4A1 NR5A2 NRP1 NSUN2 NTAQ1 NYNRIN OAF OGFOD3 ORC2 OSBP OSBPL10 OSBPL11 OSBPL3 OSBPL8 OVOL2 P4HA1 PABIR2 PABPC4L PALLD PAM PAPOLG PAPSS2 PAQR8 PAQR9 PARD3 PARP14 PARP16 PARP8 PCDH8 PCSK6 PDCD6 PDE4B PDLIM5 PDPR PEA15 PECR PGM2 PGRMC2 PHACTR2 PHF19 PHF8 PHKA1 PI4K2B PIEZO2 PIK3C2A PIM1 PIP4K2C PKN2 PLEC PLEKHF2 PLEKHH1 PLEKHM3 PLOD3 PLP2 PLSCR3 PLXNA3 PLXNB2 PML PNPLA2 POC1B POGLUT1 POLR3G PPARA PPFIBP2 PPIF PPM1F PPP1R13L PPP1R3B PRDM13 PRKAG2 PRKG1 PRLR PROX1 PRRX1 PRTG PSKH1 PTBP1 PTBP2 PTBP3 PTPN12 PTPN14 PTPN9 PTPRD PTPRJ PTPRQ PTPRZ1 PTTG1IP PUS10 QKI QSER1 RAB10 RAB11FIP1 RAB11FIP5 RAB22A RAB27A RAB34 RAB38 RAB3D RAB3GAP1 RAD17 RAD54B RAI14 RALA RALGDS RALGPS2 RANBP10 RAPGEF1 RAPH1 RARG RASGEF1A RASSF3 RASSF5 RASSF8 RAVER1 RBL1 RBM20 RBM24 RBM33 RBM47 RBMS1 RBMS3 RCOR1 RDH10 REEP1 RELA RFFL RFX3 RFX4 RGS9 RHBDF1 RHOG RHOQ RHOU RIF1 RIOX2 RNF128 RNF135 RNF19A RNF217 RNPEPL1 ROCK1 ROR2 RPIA RPS6KA1 RRAGD RREB1 RSRC2 RWDD4 RXRA RYK RYR1 RYR2 RYR3 SAP30L SBNO2 SCAF11 SCAMP2 SCAMP4 SCD SDF2L1 SEC13 SELENOI SEMA6A SEMA6D SEPSECS SEPTIN10 SEPTIN9 SERINC2 SERP1 SERTAD2 SERTAD3 SERTAD4 SESTD1 SFT2D2 SGCZ SGK1 SGMS1 SGPL1 SGPP1 SH2B3 SH3KBP1 SH3PXD2A SHANK2 SHC1 SHC3 SIGMAR1 SIX4 SLC10A7 SLC13A1 SLC15A4 SLC16A1 SLC16A13 SLC17A5 SLC1A4 SLC22A5 SLC25A30 SLC25A37 SLC25A38 SLC25A39 SLC2A13 SLC30A7 SLC31A1 SLC31A2 SLC33A1 SLC35A4 SLC35B2 SLC35G1 SLC39A9 SLC44A5 SLC50A1 SLC66A3 SLC7A1 SLC7A14 SLC9A2 SLC9A9 SLCO5A1 SLITRK4 SLITRK6 SMAD5 SMARCAD1 SMARCC1 SMCO4 SMOX SNAI2 SNAP29 SNIP1 SNTA1 SNTB2 SNX16 SNX18 SNX30 SOGA1 SORD SOS2 SOX8 SP1 SPCS2 SPINDOC SPOPL SPPL2A SPTLC1 SREK1 SRGAP1 SRSF6 SSH1 ST3GAL1 STEAP3 STK26 STK35 STK38 STOM STON2 STT3A STX10 SUCLG2 SUCO SUGT1 SUMF1 SUSD6 SVIL SVIP SYT14 TADA2B TARBP1 TBC1D9B TBX22 TEAD1 TET1 TEX261 TFDP2 TFEB THAP2 THBS2 THRB THSD7B TJP2 TLL1 TLN1 TMBIM1 TMC7 TMCO3 TMED1 TMEM104 TMEM109 TMEM134 TMEM150A TMEM178A TMEM184B TMEM248 TMEM35B TMEM41A TMEM87B TNFRSF11B TNFSF15 TNRC6B TOR1AIP2 TOR3A TP53INP1 TPST2 TRAF3 TRAM2 TRIB3 TRIM45 TRIM48 TRIM49 TRIM49C TRIM49D1 TRIM49D2 TSC22D4 TSHZ1 TSKU TTC7A TTL TUB TWIST2 TWSG1 UBE2G1 UBE3A UBE4A UBQLN3 ULK2 UNC119B UNC5D USP1 USP14 USP2 USP30 USP45 VAMP3 VAT1 VIM VPS35 VPS37C WASF1 WASF2 WDFY3 WDR44 WIPF1 WIPF2 WIPF3 WNK1 WTAP XKR6 XPO4 XYLT1 YEATS2 YME1L1 ZBED4 ZBTB11 ZBTB20 ZCCHC24 ZDHHC3 ZFP36L1 ZFP36L2 ZKSCAN4 ZKSCAN8 ZMAT3 ZMPSTE24 ZNF131 ZNF219 ZNF503 ZNF608 ZNF706 ZSCAN22 ZWINT MIR124_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR124_5P ACAD10 ADAMTS19 AFF3 ANK3 ANKRD6 APLN ARMC1 ARMT1 ASB15 ASH2L ATP1B1 AZI2 BORCS7 CAPRIN1 CD24 CELF2 CHKA CHTF8 CLCN4 CPEB2 CSTF2 CYLC2 DCLK1 DDIAS DDX6 DNAJB7 DPH6 DPP10 DUSP19 ERCC6L2 ERICH1 FAM171B FAR1 FLRT3 FOXG1 GPC6 HECTD2 HNMT HNRNPF HNRNPH1 ICE1 IL6ST IMPA1 KCTD15 LDLRAD4 LIN7C LRRC28 LSM14A MAP3K21 MAP4 MAPK14 MARF1 MEF2A MGAT4A MKX MMADHC MMGT1 MRPS33 MTDH MTERF3 NABP1 NOA1 NR1I2 NSF P4HB PAGR1 PPP2R5E RAB3IP RBM11 REV3L RFWD3 RIC3 RSU1 SEC23A SEC24D SEC62 SELENOF SGCD SGCZ SLC30A7 SLC35A3 SLITRK5 SNX2 SPIN1 SPPL3 STRBP TAB2 TASOR TFAP2A TLCD4 TMEM170B TMEM38B TRAF3 TRIP4 TSGA10 TSPAN8 TTC14 TXNRD1 UHRF1 USP30 USP31 USP6NL UVRAG VCL VPS36 VPS52 ZBTB20 ZEB2 ZNF117 ZNF266 ZNF326 ZNF75A ZNF782 MIR1250_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1250_3P A1CF AAK1 ABCE1 ACSL6 ACVR1C ADAMTS6 ADGRG6 ADRA1A ADSS1 AGPAT5 AKAP11 AKAP12 AKT3 ALDH1A2 ALG1 AMBRA1 AMD1 AMER2 AMZ1 ANKRD44 ANKRD46 APBB2 AQP11 ARF4 ARFGEF2 ARHGAP11A ARHGAP29 ARID4B ARL3 ARL4A ARMC3 ATE1 ATG14 ATG2B ATL3 ATOSA ATP1B4 ATP6V1B2 ATP8A1 ATXN3 B3GNT5 BCAT1 BICC1 BIN1 BMP2K BMP7 BMPR2 BOD1L2 BRD1 BRDT BTBD10 C18orf25 C1orf43 C21orf91 C5orf24 C8orf34 CA5B CAB39 CABLES1 CACHD1 CACNB4 CALD1 CALM1 CAMTA1 CAST CCDC186 CCDC47 CCDC82 CCN4 CCNC CDC14A CDCP1 CDK2 CDK6 CDR2 CENPC CHD9 CHIC1 CHMP2B CHPF2 CHURC1 CISD2 CLDN16 CLDN8 CLEC2A CLHC1 CLOCK CLTC CNGB1 CNIH1 CNOT4 CNOT6 CNTN4 COBLL1 COL8A1 CPEB3 CPOX CREB1 CREM CSRNP3 CST8 CTLA4 CTNNA3 CYP7B1 DAAM1 DCUN1D4 DCUN1D5 DENND1B DGKE DIAPH3 DICER1 DIO1 DNAJA4 DNAJB9 DNAJC27 DOK6 DSTN DYNLT5 EBAG9 EBF2 EEIG2 EFEMP1 EFNA5 EIF4B ELAPOR2 ELL2 EML4 ENOPH1 EPHA2 ERBB4 ERICH1 ESM1 EVA1A EXOC5 FAM117B FAM120A FAM171B FAM20B FANCF FAT3 FAXC FBXO48 FEM1B FFAR4 FGD6 FKBP1A FLACC1 FOXP2 FRK FRMPD4 FUBP1 FUCA1 FUT9 G2E3 GABPA GABRA4 GALNT13 GAPT GEMIN8 GNAI1 GNG2 GNPAT GPATCH2L GPCPD1 GPM6B GPR34 GRAMD1C GREM2 GRIN2A GUCY1A1 GUCY1A2 GXYLT1 HAO1 HDAC9 HEATR1 HERC4 HMBOX1 HNRNPR HOOK3 HOXA13 HOXC4 HTR7 ICE2 IFNG IGF1 IGF2BP3 IKZF2 IL17RD IMPG1 ING2 INSIG1 IPO7 IPP IPPK IQGAP2 IRS1 ISCA1 ITK JADE3 KCNA4 KCNMA1 KCNQ3 KCNQ5 KIAA0040 KIAA1549L KIF5B KLF12 KLHL15 KLRC2 KNDC1 KPNA4 KRT6A KRT6C L2HGDH LACC1 LAMTOR3 LARP4 LARP4B LBH LGALSL LIMS1 LIN9 LIPA LMO4 LNPK LPCAT2 LPGAT1 LPL LRATD1 LRATD2 LRRFIP1 LSM8 MAB21L3 MACROH2A1 MACROH2A2 MAGEB3 MAGI3 MAP3K2 MBNL3 MCFD2 MCTP2 MEOX1 MFAP3L MFSD4B MLLT3 MMAA MMP8 MOB1A MOB1B MYCBP2 MYCN MYCT1 MYOZ1 MYRIP N4BP2 NAP1L3 NAV2 NBR1 NCAM1 NCOA5 NDST3 NDUFS1 NECTIN3 NEUROG1 NEXMIF NFASC NIPA1 NIPA2 NKAIN3 NKX2-1 NPY1R NR3C1 NTRK2 NUS1 OGFRL1 OMA1 ONECUT2 OR11A1 OSBPL8 OSGIN2 OTUD6B OXR1 PA2G4 PAFAH1B1 PALM2AKAP2 PAN3 PANK1 PAPOLG PCDH10 PCDH17 PCDH7 PCMTD1 PDCD6IP PDE12 PDE1A PDIK1L PDS5A PDS5B PELATON PERP PGAP1 PGM2L1 PHF23 PHIP PHLDA1 PICALM PIK3R4 PKDCC PKIA PLCXD3 PLG PLGLB1 PLGLB2 PLPPR1 PNISR POGK POGZ POU2F1 PPM1E PPP1R9A PPP4R2 PRC1 PRDM1 PRDM10 PRH2 PRKAB2 PRKAR2B PRKCB PRSS8 PSD3 PSMC2 PTBP3 PTGFR PTPN21 PTPN4 PTPRB PUM2 QKI RAB11A RAB11FIP2 RAB11FIP4 RAB27B RAB33B RAB40B RAB4A RAB8B RAPH1 RBBP8 RBL2 RBM11 RBM19 RBMS3 RBPMS2 RC3H1 RCAN2 RERE RFTN1 RHOQ RIF1 RIMKLB RIOK3 RLIM RMND5A RNASE4 RNF138 RPAP2 RPAP3 RPGRIP1L RPS6KB1 RRN3 RSBN1 SAMD12 SAXO1 SAXO2 SCAI SCARA3 SCEL SCNN1G SDC2 SEMA5A SESN3 SFSWAP SGCD SGIP1 SGMS1 SGPP1 SHTN1 SIX4 SKIL SLC10A2 SLC12A2 SLC16A7 SLC18A2 SLC1A3 SLC35F5 SLC36A4 SLC38A2 SLC4A4 SLC5A12 SLC6A4 SLITRK2 SMAD5 SMAD6 SMCHD1 SMIM20 SNTB2 SNX2 SORCS3 SOX6 SPATA6 SPCS3 SPOPL SQLE SRD5A3 SREK1 SRSF10 SRSF12 SRSF2 SS18 SSMEM1 SSR1 ST13 STK17A STON2 STXBP5 SYT4 TASOR TBC1D4 TBCA TBL2 TBP TEAD1 TENM4 TFB1M TFDP2 TFRC TGFBR1 THAP2 TIA1 TLCD4 TM4SF18 TMEM106B TMEM135 TMEM158 TMEM229A TMEM33 TMF1 TMOD2 TMTC1 TMTC4 TNKS TNPO1 TOM1L1 TOR1AIP2 TRAPPC10 TRDMT1 TRHR TRIM2 TRIP11 TRMT12 TRMT5 TRPS1 TTC7B UBA6 UBE2K UBE2W UBE4A UBR7 USP10 USP14 VAMP4 VAPB VCAN VGLL3 VIT WARS2 YAF2 YBX3 YWHAQ ZBTB33 ZBTB39 ZBTB41 ZC3H6 ZDHHC20 ZDHHC21 ZEB2 ZFAND6 ZIC5 ZKSCAN1 ZMAT1 ZMAT3 ZNF138 ZNF274 ZNF326 ZNF512 ZNF518B ZNF597 ZNF652 ZNF704 ZNF75D ZNF81 ZNRF2 ZNRF3 ZSCAN16 MIR1250_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1250_5P CAMSAP1 DNAJC18 GAREM2 HOXC6 MANBA MARVELD3 NR1I2 MIR1251_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1251_3P ACAN ACOT13 ACTN4 ADAMTS3 ADCY7 ADGRG2 ADGRL3 AHCTF1 AHCYL2 ANKRD13C ANKRD27 ANKRD44 ARHGAP5 ARID4A ATP1B4 ATXN1L BBX BCL11A BRWD3 C12orf4 C18orf25 CACNA1G CAMK1D CAMK1G CBL CCND2 CD44 CEP350 CKAP4 CNOT6L CNTN4 COL5A2 COMT COX20 CPEB2 CSF2RB CTNNA3 DCC DIO2 DNAJC6 DPP4 DYRK1A EIF2S3 EPB41L1 ETV5 EYA4 FAXC FHIP1A FMNL2 FRMPD4 FYN GABPA GALNT16 GPC6 GPR158 GPRC5B GRM5 GSE1 HBS1L HERC3 HLF HUNK IKZF4 IPP JAGN1 KCTD9 KIAA1210 KIAA1522 KIF1B KIF5C KLHDC7A KLKB1 KMT2A KRT33B L3MBTL3 LGI2 MAFG MAP6D1 MAP7 MBNL3 MECP2 MEF2C MEIS1 MICU3 MMP24 NAB1 NCOA2 NECTIN1 NEK1 NLRP13 NPAS2 NR1D2 OLFM3 OSBPL8 PALMD PAX6 PDE5A PFAS PIK3C2A PISD PITPNC1 PLXNA4 PPP1CB PRDM1 PRDM2 PRR11 PTPN2 PTPRB RAB7B RCOR3 RHOBTB1 RIGI RIPOR2 RNF19A RREB1 RUNX1T1 SATB2 SCAI SDC2 SERPINE2 SKAP2 SLC11A2 SLC23A3 SLC25A30 STAC STK40 STXBP4 TAF4 TBC1D8 TBC1D8B TDRD6 TEX2 TMEM108 TMEM64 TMPO TNC TTR TWSG1 TXNDC17 UBE4B VEZF1 WRAP73 XKR4 YIPF2 YTHDF3 ZBTB20 ZBTB34 ZFP64 ZNF107 ZNF117 ZNF138 ZNF180 ZNF208 ZNF704 ZNF732 ZNF99 MIR1251_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1251_5P APBB2 ASB15 CCDC62 ELP1 FAM98A FGA FMO1 HS6ST3 ITCH KPNA3 MECP2 MIA3 MRPL17 NLGN2 NOTCH2NLA QSER1 REPIN1 SETD3 TAF1A TAOK1 TBCD TMEM181 UBXN2B UTP11 WDR6 ZNF398 ZSCAN20 MIR1252_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1252_3P ABI1 ABI3BP ACSL6 ADAMTS5 ADARB2 AEBP2 AGL AIPL1 AK2 AKAP11 AMBN ANLN APH1B ARFGEF3 ARHGAP5 ARL8A ASPH ASXL1 ATAD2 ATG3 ATP10A ATP2B1 ATRX ATXN10 BAMBI BEND4 BMP3 BMPR2 BNC2 BNIP2 BOLL BRPF1 BRWD1 BTC CACNA2D1 CADM2 CAMK4 CAND1 CAT CBX6 CCBE1 CCDC179 CCDC39 CCDC88A CCN2 CCN4 CD84 CDH10 CDH11 CDKN2AIPNL CENPJ CEP120 CFL2 CGGBP1 CHML CLDN16 CLEC6A CLIP1 CLOCK CLRN3 CNEP1R1 COX15 CPB1 CREB1 CREBBP CSMD3 CSNK2A1 CSTA CUL3 CUL4B CXADR CXCL12 CYCS CYRIB CYSLTR1 DCLRE1A DCTD DCX DENND10 DLX6 DOCK2 DPP4 DPY19L1 E2F4 ECHDC1 EDAR EDIL3 EEA1 EFCAB13 EFHC2 EIF1AX EOGT EPHA4 EPHA5 ERCC4 ERLIN1 EVI5 FAM199X FAT3 FAT4 FBXL7 FGL2 FKBP5 FRMPD4 FSD1L FSD2 FUT9 FZD3 GABRA1 GDNF GDPD1 GIMAP2 GJA3 GLMN GLO1 GNAI3 GOLGA6L1 GOLGA6L6 GOPC GPBP1 GPC6 GPD1L GPM6A GPR158 GRID2 GUCY1A1 GULP1 HBS1L HECTD2 HNMT HOOK3 HS2ST1 HTN1 HYCC2 IFNW1 IGDCC4 IGFBP5 IKZF5 INSYN1 INSYN2A INTS2 IPO7 ITCH ITGA1 JMJD1C KDM7A KITLG KLHDC8A KLHL20 KLHL28 KMT2D KMT2E LIN7A LIN7C LNX2 LRRC40 LRRTM2 LYN MAP1B MAP2 MAP3K21 MAPK9 MBNL2 MBNL3 MCTP2 MCTS1 MCU MEP1A MFAP5 MICAL2 MMGT1 MMP24 MOB1A MORF4L2 MRPL42 MSI2 MTSS2 MYSM1 NCBP2 NDFIP2 NIN NKAIN1 NOVA1 NR6A1 NSG1 NT5C1B NUMB OCSTAMP ODF2L OGN OSBPL8 OSR2 PABIR2 PCSK5 PDLIM5 PGAP1 PIAS2 PIK3R1 PIKFYVE PIP5KL1 PKHD1 PKIA PNPO POLR1D PPP1R11 PPP1R3A PPP3CB PRELID2 PRKG1 PRMT6 PRPF4B PRSS23 PTPN11 PUM1 RAB3B RAB4A RAB8B RAP2C RFX3 RFX5 RNF145 RNF2 RNLS ROCK1 ROR1 RRM2B SAXO2 SEC24A SEMA3D SEPHS1 SEPTIN7 SGIP1 SH3KBP1 SH3TC2 SIK3 SKIL SLC12A2 SLC26A7 SLC2A13 SLC35E3 SLC4A7 SLF2 SLMAP SMAD5 SMAD9 SNAP23 SNX3 SOX6 SPAG9 SPIN1 SSH2 SSR1 STAM STRBP STRN STX17 SUPT4H1 SURF4 SYAP1 TAFA2 TANC1 TCEANC TDG TERF1 TFDP2 TFEC THAP6 THSD7B TMED7 TMEM182 TNKS2 TOX TP53TG3 TP53TG3B TP53TG3D TPK1 TRIM33 TRIM48 TRIM49 TRIM49C TRIM49D2 TRIM51 TRIM59 UBA3 UBASH3B UBE2E2 UBE2F UPRT USP15 USP31 VAMP4 VIPAS39 WDFY3 WWC2 XRN1 YTHDF3 ZBED4 ZBTB14 ZCWPW2 ZIC4 ZMAT3 ZNF284 ZNF426 ZNF507 ZNF529 ZNF621 ZNF624 ZNF644 ZNF706 ZNF721 ZNF91 ZSCAN20 MIR1252_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1252_5P A1CF AAK1 ABCD3 ACKR2 ACO1 ADGRF2 AGO1 AKT3 AMMECR1 ANKRD17 ANKRD44 AP3M1 APLF ARG2 ARHGAP11A ATP2B1 ATXN7L3 BAALC BAG1 BAZ2B BCL7A BEST2 BMPR2 BSCL2 BSG BSN C11orf58 C11orf87 C2CD3 C5AR2 C8orf48 C9orf152 CA10 CA12 CADM1 CAMK2D CAMK4 CAMTA1 CAND1 CAPZA1 CARMIL1 CCDC112 CD209 CD4 CDC14A CDCP1 CDIN1 CEP350 CLPB CLPX CLTA CNBD2 CNTN1 CNTNAP2 CORO2B COX11 CPD CPEB3 CPT1A CRY2 CSRNP3 CXCL9 CYRIA DCX DDAH1 DEPDC5 DKK2 DLGAP5 DMD DNM3 DOK6 DUSP10 E2F7 EDEM1 EDEM3 EGFR EHD2 EIF4EBP2 ELAVL4 ELP4 EML4 ENTPD7 EPHA7 ERC2 ERP27 EXOC6B FAAH2 FAM120A FAM13B FBN1 FBXO11 FBXO42 FBXO47 FCGR1BP FGF12 FOXP1 FRMD5 GABRB2 GARRE1 GATA3 GCLM GCM1 GFI1 GFPT1 GHR GID4 GLRX GLTP GNB1 GPC6 GRHL2 GRIA3 GRM5 GSG1 GSTM4 GSTM5 GUCY1A2 GYPA HCCS HCN4 HDAC9 HEBP1 HMG20A HMGXB4 HNMT HNRNPA2B1 HOOK3 HOPX HOXA5 HS6ST2 HS6ST3 HTR2C IGF1 IL2RG INO80 IP6K3 ITCH ITGA6 ITGAE JPH2 KBTBD7 KCNQ3 KDM5A KIAA0408 KIAA1549 KIAA1671 KMT2A KNCN KPNA4 KRTAP7-1 LENG8 LIN54 LPAR6 LPP LRATD2 LRRC41 LRRTM4 LSAMP MAGOHB MAN1A2 MAPK1 MARCHF9 MED13L MEIG1 MKLN1 MPRIP MYB MYH10 NACC2 NALF1 NBL1 NCBP2 NDUFA10 NDUFA5 NFIB NPTX1 NR2F2 NRG2 NUDT9 NUFIP2 OLAH OPCML OPRM1 OSBP PACS1 PALM2AKAP2 PAQR9 PARP11 PARP14 PARVA PAX7 PBLD PDE4B PDE4C PDP2 PEG10 PFKFB2 PGRMC2 PHLDA3 PLCH1 PLPP5 PLXNA2 PNMA2 POM121 POM121C POU2AF1 PPM1N PPP1R1A PPP1R3C PPP4C PPTC7 PRDM5 PRKAR2A PRKD3 PRKDC PROX1 PRPF40A PRRC1 PRRC2B PRSS16 PSME3 PTAR1 PTER PTP4A1 PTPRE QKI RAB3C RALGAPB RAPGEF6 RAPH1 REEP1 REEP4 RFX3 RFX4 RGS7 RIMKLB RINT1 RNF165 RNF8 RORC RTKN2 SAMD12 SAMD4A SCIN SDK1 SEMA6A SETD9 SGIP1 SH2B3 SH3TC2 SINHCAF SKA2 SKIC3 SLC10A7 SLC22A23 SLC24A2 SLC26A8 SLC2A13 SLC39A9 SLC66A3 SLITRK5 SMAD1 SMARCD1 SMIM43 SNTB2 SNX18 SNX27 SOGA3 SOX5 SPTSSB SRP54 SRPK1 SSU72 ST3GAL2 STAT1 STAU2 SUGT1 SUN1 SYN3 TAP2 TAS2R5 TBX3 TGFBRAP1 THEM4 THSD7A TKTL1 TM9SF4 TMEM121B TMEM127 TMEM138 TMEM33 TMEM59L TNFRSF11A TPM3 TPM4 TPRX1 TRDMT1 TRIM41 TRIM71 TRIQK TTC26 TTPAL UBQLN2 UNC5C UQCC1 USP7 UTRN VGLL3 VPS26C VPS53 VSIG1 WASF2 WDR26 XPO7 XPR1 ZBTB20 ZFTA ZFYVE26 ZIC4 ZMAT1 ZNF142 ZNF154 ZNF264 ZNF317 ZNF423 ZNF585B ZNF592 ZNF704 ZNF770 MIR1253 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1253 ACRV1 ACSL1 ADCY10 ADGRL4 AHCYL1 AMOT ANKH ANKRD44 APOOL ARHGAP26 ARL4D ATF6B BHMT2 BICD2 C12orf4 C17orf75 CACNB4 CACUL1 CAMK1D CD276 CDC20B CDX1 CFAP97 CHFR CHODL COL11A1 COPG2 COX11 CSNK1G1 CTSO CYB561D1 DLG2 DLG4 DTNBP1 DTX3L DUSP16 DYNC1I1 ECT2 ELF5 ENDOV ENPEP ENSA ENTPD7 EPB41L1 EPN3 EPOR EPPIN-WFDC6 EPRS1 ERAP1 FAM124B FAM131A FAM47E FBN2 FBXW7 FCRL4 FEM1C FGF14 FGF7 FGL1 FNDC5 GABRA4 GFRAL HDGFL3 HDHD2 HLA-DPA1 HSD17B12 HSF2 HTT HYDIN IGSF11 IKZF2 ILDR2 INSR INTS9 ISG20 KCND1 KDM7A KLF7 KMT2C KRT6B LCOR LPP LUZP1 MED13 MICAL2 MIDEAS MITD1 MPZ MSX2 MTARC1 MTERF4 MTHFSD NHSL1 NKAIN1 NLGN1 NLK NOVA2 OPRK1 OXCT1 PARP11 PCYT1A PDE11A PHB1 PIKFYVE PIM1 PIP4P2 PLD1 PLXNA2 PPM1H PPM1N PPP1CC PPP3R1 PSEN1 PSMF1 PTGER4 PTPRO QKI RAB14 RAB3C RBBP4 RBPJL RGS4 RNF19A RP9 RPL22 RPRD1A RPS6KB1 RSBN1 S100A7A SCN7A SEPTIN14 SERTAD2 SLC1A7 SLC36A1 SMCO4 SMKR1 SNX13 SNX4 SOBP SOGA1 SP1 SPATA6 SPC25 SRL STAT1 SYPL2 TAFA2 TAS2R13 TCERG1 TCF24 TEDDM1 TFCP2L1 TMEM178B TMPRSS13 TOB2 TOP2A TOPBP1 TRIM58 TXLNA UCHL5 UGT2A3 UPF2 VSTM4 WASF2 WIPF2 WNT5A ZBTB20 ZFYVE16 ZNF330 ZNF585B MIR1255A_MIR1255B_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1255A_MIR1255B_5P ACSM6 ADAMTS3 AKIRIN1 AVIL BACH2 C1orf185 CAMK2G CAMTA1 CLEC4G CTNND2 CXCL12 DDN DHRS7B DIP2B DTX4 EEIG1 EPB41L1 EPHA4 ERLEC1 FAM168A FAM169BP FNDC5 GLYAT GNAL GPRC5A GSG1L HNMT INSR IREB2 JMJD8 MAP3K9 MBNL3 MFSD14B MORF4L1 MORN3 NEK11 NEU3 NMNAT2 OAS2 OSMR PANK3 PDE6B PHYKPL PPP2R1B PRDM10 PUS7L RUNX1 SCG3 SDHAF3 SEC63 SERPINA11 SETBP1 SH3TC2 SLC18A2 STMN3 STRBP SUPT7L TAF12 TBC1D5 TCF24 TCHHL1 TRIM34 TRIM6-TRIM34 UBE2H WDFY3 YTHDF1 YWHAZ ZDHHC22 ZNF420 MIR1255B_2_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1255B_2_3P ACVR2B AGTR2 ALG6 ANAPC1 BMPR2 CCNA2 CDH11 CFLAR CISD2 CLEC4M CUL5 CXADR DKC1 DOT1L EAF1 EIF5AL1 EPN3 GLRX2 GPATCH2L GPC3 GPX8 GTPBP10 GYS2 HES1 HSPA4L IGF1 ING1 KLHL13 KRAS LRRC3B MANEA MAP4K3 MAPK8 MEF2A METTL4 MRE11 MRPS18C MTSS1 MTUS2 NAA35 NEK7 NLK NOTCH2 OXR1 PARPBP PCGF5 PHEX PHF20 PLS1 PLXNC1 PPM1E PTBP3 PTCHD4 PTGR1 PTPRK RAB5A RBM12B RBP3 REPS1 RICTOR RND3 RNF38 ROCK1 RUFY2 SHTN1 SIMC1 SLC25A35 SMARCE1 SMIM15 STON2 TAFA1 TAOK1 TEAD1 TFAP2C THOC7 TMEM165 TMEM68 TP53RK TRIM36 TRNT1 TXNDC5 USH2A WASF3 WDR44 YIPF4 ZCCHC12 ZMYM1 ZNF678 ZNRF3 MIR1256 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1256 AFF4 AKIRIN2 ANKRD28 BCORL1 BEND4 BMPR1B C12orf42 CDKN2B CHMP2B CNEP1R1 COMMD3-BMI1 CUX2 CYYR1 DAAM1 DEDD DHX9 DMXL2 FBXO21 FDX1 FUT8 GABRB2 GABRE GALNT4 GHR GLIPR1 GRIA4 H6PD HADHB HAPSTR1 HK1 HTR3A KDM1B LRRC18 MAPRE1 MASP1 MGA MGAT4A MRTFB N4BP2L1 NEXMIF NR2E1 NR3C1 NRP2 OTUD4 PCDH10 PDS5B PDZRN4 PFN2 POC1B-GALNT4 POGLUT3 PPP3CA PRKAR1A PXN R3HDM1 RAB25 RAC1 RALGPS1 RAP1B RAP2C RFTN1 RHOQ RTL6 SKIL SLC23A3 SLF2 SMARCE1 STOX2 STX11 SUB1 TAB2 TMED7-TICAM2 WDR48 ZNF474 MIR1257 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1257 AKAP7 AKIRIN1 ANO8 ARPP19 ATG12 BMP4 CA10 CAMK2D CANX CBLB CD300E CDC5L CDK17 CDKN2A CEP41 CHST1 CIT CYP7A1 DACT3 DCAF10 DNAJC6 ENPEP ERH FAM13A FOXN3 GCNT1 GPATCH2L GPBP1L1 GUCY1A2 H3-3B H3-5 LATS2 LILRA1 LYRM2 MANSC1 MCM9 MRPS36 MSR1 MYNN NAB1 NCAM2 NDN NDST2 NDST3 NLGN1 NRG1 NT5E OAZ2 ODF2L PAN3 PANK1 PDE12 PHYH PLAG1 PPTC7 PRUNE2 PTPRJ REP15 RERGL RFX7 RGS5 RND1 ROBO2 SCN2A SCNM1 SERBP1 SKA3 SLC1A6 SMIM13 SPAG9 SPATA6 SPIRE1 STIM2 STXBP5L TBC1D12 TFDP1 TIPARP TMCC3 TMED2 TNFRSF21 TRPC5OS TXLNA UBE2D3 UBQLN1 UGT8 XG XRCC4 ZNF17 ZNF189 ZNF41 ZNF468 ZNF519 ZNF781 MIR1258 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1258 ANXA3 AQP1 ASH1L ASPH ATG12 AZIN1 BBS7 BMPR2 C12orf76 CKS1B CLIC4 CSTF3 DLG5 DNER EBF2 EMX2 EXD1 FAM104B FASLG GALNT8 GDPD1 GNG2 HERPUD2 HOOK3 HOXD10 ITPKB KLHL32 LARP4B MBP MBTD1 MEIOC MS4A1 MTMR1 MYH9 NHLRC3 PAK5 PCNP PCSK1 PHF20L1 PMP22 PRLR PRPF4B PTBP3 RNF103 RNF144A RNF17 RYBP S1PR3 SERPINB7 SERPINB8 SGMS1 SLC30A7 SPEN TGFBR1 TMEM68 UBE2H WWTR1 ZBTB44 ZIC4 ZNF100 ZNF547 MIR125A_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR125A_3P ACP3 AHSA2P ARL1 BAZ2A BNC2 BOK BRCA1 CASTOR3P CCDC178 CERS5 CHGB CHIC1 CNOT4 CPA3 CPNE4 CREB1 CUX2 CYB561D1 DACH1 DENND1A DHX57 DTWD1 FUT6 FXR1 GLG1 GMNC GPRC5A HEYL HTR4 IFIT2 IGF2BP2 INHBC INMT ITGAV JADE3 JMJD8 KDM4A KLF9 KRTAP1-1 LAIR1 LARP4 LIMD1 MAB21L2 MAP3K12 MEAF6 MEX3C MPC2 MTAP MTFR1 NARS1 NIT1 NLK NSG2 NUFIP2 OVOL1 OXLD1 PCDH8 PEAK1 PGM3 POP1 PRDM5 PRKAG1 PTCH1 RGS7BP RNF185 S100A7A SEC14L2 SGK1 SLC9A7 STAP1 TAOK1 TDRP THUMPD3 VPS39 WDFY2 ZNF287 ZNF704 MIR125A_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR125A_5P ABCC4 ABHD3 ABHD6 ABTB1 ACER2 ACHE ADAM28 ALPK3 AMIGO2 ANAPC16 ANKRD33B ANKRD42 ANKRD50 ARID3B ATP10D ATXN1 BAG4 BAK1 BAP1 BCAN BCL2L14 BLZF1 BMF BNIP2 BTG2 C19orf38 C1orf210 C1orf74 C6orf47 CACNB3 CBFB CBLL1 CCNJ CDC37L1 CDC42BPG CDC42SE1 CDH5 CDK19 CDR2L CEP85 CGN CHTF8 CPSF6 CRB2 CYP24A1 DAAM1 DENND6A DHX33 DICER1 DIP2A DIRAS1 DIS3L2 DOCK3 DPH2 DRAM2 DTX4 DUS1L DUSP6 DYNLT3 E2F2 EIF1AD EIF2B5 EIF4EBP1 ENPEP ENPP1 EPO ESRRA ETS1 EVA1A FAM118A FAM169BP FBXO42 FBXW4 FIBP FLVCR2 FMO2 FREM1 FRMD5 FUT4 GALNT14 GANC GARIN2 GCNT1 GEMIN2 GGA2 GJC1 GOLGA5 GPATCH8 GRB10 GTF3C3 HAPLN1 HCN3 HIC2 HIF1AN HINFP HOMEZ IER2 IER3IP1 IGSF11 IL16 IL31 IL6R INO80D INTS7 IRF4 ISCU IST1 ITGA8 JADE2 KCNA1 KCNIP3 KCNK10 KCNS3 KCTD15 KCTD21 KDM4C KHNYN KIAA0319L KIAA1522 KLC2 KLF13 KMT5C LACTB LBH LCLAT1 LFNG LGI2 LIN28A LIN28B LIPA LRP4 LRRC10B LRRC8B LYZL6 M6PR MAMDC2 MAN1B1 MAP3K10 MAP3K11 MAP3K13 MAP3K9 MAP6 MAPK12 MAPRE2 MBOAT2 MCTP2 MEMO1 MFHAS1 MFSD13A MFSD14B MFSD9 MKNK2 MMP11 MORC2 MSRB3 MTF1 MXD4 MYO18A MYT1 NBEAL2 NCAN NCKAP5L NCOR2 NDUFA2 NECAB3 NEU1 NHERF4 NIPA1 NIPAL4 NKAPD1 NPL NR6A1 NRXN1 NT5DC1 NUP210 OLFML2A ORC2 OSBPL9 PADI2 PAFAH1B1 PCDH7 PCTP PDE7A PHACTR3 PHF20 PI4K2B PLEKHA8 PLEKHM3 PMM2 PPAT PPIL2 PPME1 PPP1R37 PPP2R5C PPP4R3A PRDM1 PRRC1 PRSS35 PRTG QSOX2 RAB3D RABEP2 RABL6 RAP1A RAPGEF5 RASGRF1 RASGRF2 RASSF3 RBAK RBM20 RBM7 REST RETREG2 RETREG3 RFX3 RFXANK RHOQ RORA RPL28 RPS6KA1 RREB1 RUFY3 SAMD10 SANBR SARM1 SBNO1 SCARB1 SCLY SCN2B SEC14L2 SEL1L SEMA4B SEMA4C SEMA4D SEMA4F SERTAD3 SGPL1 SH3BP5L SH3TC2 SLC16A6 SLC25A15 SLC25A35 SLC26A6 SLC35A4 SLC37A2 SLC38A9 SLC39A9 SLC46A3 SLC6A17 SLC7A1 SLITRK6 SMURF1 SNX18 SOD2 SPATA31D3 SPATA31D4 SPTB SRF SSTR3 STARD13 SUN1 SUV39H1 SYDE2 SYVN1 TAF9B TAFAZZIN TBC1D1 TBC1D16 TBX4 TDG TENT5A TLE3 TMEM120B TMEM132E TMEM135 TMEM161B TMEM168 TMPRSS13 TMTC2 TNFAIP3 TNFSF4 TOMM40 TOR2A TRAF6 TRIAP1 TRIM71 TRIM9 TRMT5 TSEN54 TSNARE1 TTC7A TTPA UBE2G1 UBE2R2 UBN1 UBR2 UBR7 UCK2 ULK3 USP2 USP38 VCPIP1 VDR VPS36 VPS4B VTCN1 WARS1 XKRX ZBTB37 ZBTB7A ZFYVE1 ZKSCAN5 ZNF543 ZNF691 ZNF704 ZNF80 ZNF827 ZNRF3 ZSCAN29 ZSWIM4 ZSWIM5 ZSWIM6 MIR125B_2_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR125B_2_3P AAK1 ACTR3 ADCYAP1 AMD1 ANKRD27 ARF6 ARFIP1 ASAH2B ATP6V1C2 B3GALNT2 BAZ1B BCL2L11 BLCAP BMPR1A BRCC3 C11orf87 CALCR CCPG1 CENPC CMTM6 COX7A2 CPEB4 CPSF6 CTNS CTSV CYRIA DAZAP1 DOCK7 DR1 DUSP11 E2F6 ECHDC2 EEA1 EFCAB11 EFNA5 EGLN1 EIF3A ELAVL1 EML4 ERBB4 FAM131B FAM135A FAM169A FBXW2 FRMD6 GABRA4 GAD2 GATD1 GMFB GNB4 GPM6A GPM6B GPR85 GRID1 HACD3 HMG20A HNRNPU HPF1 IL12B IMMT KRTAP8-1 LPAR5 LRATD2 MCHR2 MDFIC MDH1 MED13L MFAP1 MIPOL1 MIS18BP1 MKLN1 MKRN3 MXI1 MYCBP2 NEGR1 NEU3 NSD3 PACSIN1 PAX5 PCNA PCNX1 PDPK1 PDZRN4 PEG10 PLEKHA3 PLPP5 POP1 PPP2CA PRDM16 PRKCE PROK2 PRPF39 PRR13 PRTG PSAP PTGS2 PTPN4 RAD54L2 RC3H1 RESF1 REV1 RPL9 RTN4R SCML4 SEL1L SIRT1 SLC10A7 SLC26A5 SLC7A11 SNRPF SOX8 SPTLC2 SRFBP1 SUDS3 TAF11 TCEAL9 TECPR2 TENT5A TMCC1 TMEM196 TPD52L1 TRAF3 TTC3 UCHL1 USPL1 VAPA VPS50 YES1 YIPF4 ZCCHC4 ZIC2 ZIC3 ZMYM5 ZNF345 ZNF585B MIR125B_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR125B_5P ABCC4 ABHD3 ABHD6 ABTB1 ACER2 ACHE ADAM28 ALPK3 AMIGO2 ANAPC16 ANKRD33B ANKRD42 ANKRD50 ARID3B ATP10D ATXN1 BAG4 BAK1 BAP1 BCAN BCL2L14 BLZF1 BMF BNIP2 BTG2 C19orf38 C1orf210 C1orf74 C6orf47 CACNB3 CBFB CBLL1 CCNJ CDC37L1 CDC42BPG CDC42SE1 CDH5 CDK19 CDR2L CEP85 CGN CHTF8 CPSF6 CRB2 CYP24A1 DAAM1 DENND6A DHX33 DICER1 DIP2A DIRAS1 DIS3L2 DOCK3 DPH2 DRAM2 DTX4 DUS1L DUSP6 DYNLT3 E2F2 EIF1AD EIF2B5 EIF4EBP1 ENPEP ENPP1 EPO ESRRA ETS1 EVA1A FAM118A FAM169BP FBXO42 FBXW4 FIBP FLVCR2 FMO2 FREM1 FRMD5 FUT4 GALNT14 GANC GARIN2 GCNT1 GEMIN2 GGA2 GJC1 GOLGA5 GPATCH8 GRB10 GTF3C3 HAPLN1 HCN3 HIC2 HIF1AN HINFP HOMEZ IER3IP1 IGSF11 IL16 IL31 IL6R INO80D INTS7 IRF4 ISCU IST1 ITGA8 JADE2 KCNA1 KCNIP3 KCNK10 KCNS3 KCTD15 KCTD21 KDM4C KHNYN KIAA0319L KIAA1522 KLC2 KLF13 KMT5C LACTB LBH LCLAT1 LFNG LGI2 LIN28A LIN28B LIPA LRP4 LRRC10B LRRC8B LYZL6 M6PR MAMDC2 MAN1B1 MAP3K10 MAP3K11 MAP3K13 MAP3K9 MAP6 MAPK12 MAPRE2 MBOAT2 MCTP2 MEMO1 MFHAS1 MFSD13A MFSD14B MFSD9 MKNK2 MMP11 MORC2 MSRB3 MTF1 MXD4 MYO18A MYT1 NBEAL2 NCAN NCKAP5L NCOR2 NDUFA2 NECAB3 NEU1 NHERF4 NIPA1 NIPAL4 NKAPD1 NPL NR6A1 NRXN1 NT5DC1 NUP210 OLFML2A ORC2 OSBPL9 PADI2 PAFAH1B1 PCDH7 PCTP PDE7A PHACTR3 PHF20 PI4K2B PLEKHA8 PLEKHM3 PMM2 PPAT PPIL2 PPME1 PPP1R37 PPP2R5C PPP4R3A PRDM1 PRRC1 PRSS35 PRTG QSOX2 RAB3D RABEP2 RABL6 RAP1A RAPGEF5 RASGRF1 RASGRF2 RASSF3 RBAK RBM20 RBM7 REST RETREG2 RETREG3 RFX3 RFXANK RHOQ RORA RPL28 RPS6KA1 RREB1 RUFY3 SAMD10 SANBR SARM1 SBNO1 SCARB1 SCLY SCN2B SEC14L2 SEL1L SEMA4B SEMA4C SEMA4D SEMA4F SERTAD3 SGPL1 SH3BP5L SH3TC2 SLC16A6 SLC25A15 SLC25A35 SLC26A6 SLC35A4 SLC37A2 SLC38A9 SLC39A9 SLC46A3 SLC6A17 SLC7A1 SLITRK6 SMURF1 SNX18 SOD2 SPATA31D3 SPATA31D4 SPTB SRF SSTR3 STARD13 SUN1 SUV39H1 SYDE2 SYVN1 TAF9B TAFAZZIN TBC1D1 TBC1D16 TBX4 TENT5A TLE3 TMEM120B TMEM132E TMEM135 TMEM161B TMEM168 TMPRSS13 TMTC2 TNFAIP3 TNFSF4 TOMM40 TOR2A TRAF6 TRIAP1 TRIM71 TRIM9 TRMT5 TSEN54 TSNARE1 TTC7A TTPA UBE2G1 UBE2R2 UBN1 UBR2 UBR7 UCK2 ULK3 USP2 USP38 VCPIP1 VDR VPS36 VPS4B VTCN1 WARS1 XKRX ZBTB37 ZBTB7A ZFYVE1 ZKSCAN5 ZNF543 ZNF691 ZNF704 ZNF80 ZNF827 ZNRF3 ZSCAN29 ZSWIM4 ZSWIM5 ZSWIM6 MIR1260A_MIR1260B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1260A_MIR1260B ABHD13 ADORA3 AGO1 ASPRV1 ATF6B ATXN1 B9D1 BORCS6 BRK1 C7orf25 CAP1 CEP162 CHEK1 CLRN1 CR1 CSNK2B CTAGE1 DBNDD2 DPT EBAG9 ERG28 FAM120C FAM237A FASTKD1 FBLN1 GALNT2 GCC1 GDI1 GLP1R GOLGA8B GRIK4 HDDC3 HNF4G HOXD13 IBTK IGF2BP1 IKZF2 KCNIP1 KIF21A KLC4 KLHL32 L3MBTL1 L3MBTL4 LARP1B LETMD1 LHX1 LIMD2 MED13L MLXIP MSTO1 N4BP3 NEXMIF ORC4 PDXK PTBP2 RIMKLB RPS3 RXRA SEMA3A SEZ6 SLC37A3 SMAP2 SPEN TARDBP TBC1D16 THEM4 TMEM178B TMEM212 TOMM34 TSC22D2 U2SURP UBQLN2 UBQLN4 UBTD2 UFM1 UGT8 XKR6 XKR7 ZFP90 ZFYVE9 ZHX2 ZNF124 ZNF135 ZNF189 ZNF257 ZNF268 ZNF302 ZNF367 ZNF37A ZNF384 ZNF426 ZNF439 ZNF440 ZNF544 ZNF559 ZNF559-ZNF177 ZNF584 ZNF586 ZNF594 ZNF629 ZNF732 ZNF763 ZNF773 ZNF781 ZNF814 MIR1261 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1261 ADAM30 ADGRL4 AFF4 AGK ANAPC11 ANGPTL3 ARHGAP5 ARID2 ATF3 ATP2B2 BMERB1 BTBD9 C8orf34 CCDC170 CCDC68 CCDC82 CCR1 CDH6 CDH7 CNTN4 CPXM2 CTAGE1 DAPK1 EIF2A FAM171A1 GABARAPL2 GAS2 GSG1L GTPBP4 HDAC3 INSIG1 IRF2BP2 ITGAL KCNK12 KIF26B KIF3A KPNA3 KPNA4 LAMTOR3 LATS2 LRRTM3 MAML2 MARF1 MBNL3 METAP2 MIPOL1 MSANTD3-TMEFF1 NAIP NARS1 NFE2L1 NHLH2 NR3C1 NRIP1 NRXN1 OSBPL1A OSBPL6 PIP4P2 PRDM5 PROSER1 PRSS12 PTHLH PWWP2A RBL1 RNF111 RNF43 SACM1L SEPHS1 SEPTIN3 SERPINA7 SETD2 SLC16A14 SLC2A12 SOCS6 ST13 TMEFF1 TMEM47 UBE2L3 UNC5B USP1 WDR44 WNK3 ZCCHC4 ZCWPW2 ZIC2 ZNF382 ZNF585B ZNF781 MIR1262 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1262 ADH6 BEST1 C6orf89 CAMK2D CD37 CMTR1 CRNKL1 DHFR DOCK7 DUOX1 EPM2A ETFRF1 EXOC3L2 FGFR1 FLI1 GEMIN5 GLYATL2 HDGF HSD17B4 IQSEC2 KSR2 LIPA MFAP5 MPDU1 MSRB2 NRG3 NTS OCM OCM2 OSBPL1A PHLDB2 PRPF38B QKI RAB27B RPE SALL3 SLC35E2A SLC66A1L SPTBN1 SUOX TBX5 TMEM100 TNPO3 TYRO3 USP14 YIPF1 ZCCHC17 ZNF607 ZNHIT1 MIR1263 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1263 ANKS1A ANKS1B AP3M1 ASAP2 ATAD2 ATP10A C11orf87 CADPS CDH2 CHD7 CSGALNACT2 CYTH3 DIXDC1 DYRK1B FBXO11 FBXO28 FSD1L IDUA KDR KIAA0040 KLF4 LDB1 LRRTM1 MAP3K2 MSI2 NAA15 NAA30 PDGFRB PHLDB1 PRPF4B RGPD3 RPS6KA3 SEM1 SLC25A46 SLC2A1 SLC38A2 SMAD7 SNAP91 ST8SIA4 STX16 STX3 TLCD5 TLE3 TMEM106C TMEM150A TMEM179B TOMM20L TRMT6 UBE2G1 WDR41 ZBTB26 ZEB2 ZNF217 MIR1264 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1264 AAK1 ACKR3 AGFG1 ANP32E ARHGEF33 ATP1B3 ATP2C1 BIN2 BMP2 BRCC3 BRD1 C2orf88 C5orf47 C6orf120 CADM2 CAMSAP2 CANX CD83 CGGBP1 CIAO1 CPSF7 CREBZF CS CTNNA3 CYP24A1 DCUN1D5 DIO2 DLX5 DMAC1 DNAJB14 DOCK9 DYNLT3 EPC1 F2R FBXO38 FRZB GGNBP2 GMPR GNAO1 HECTD4 HERPUD1 HIPK1 HIPK3 HNRNPDL IFT43 IGF2R IGSF3 IKZF5 ITCH KCNA1 KCNG3 KCNN2 KCTD5 LANCL3 LARP7 LIN28A LRRC18 LRRC7 LUC7L3 MREG NCOA7 NFATC3 NR4A3 NRXN1 NUDT5 OAS3 OGT PAN3 PAPPA2 PDXDC1 PLAG1 PLD5 POFUT1 PPP2R5C PPP3CB PSD3 PSEN2 PTPRJ PURA QTRT2 RAD21 RAP2B RNASE4 RNF138 RPGR SCAI SCN7A SIX4 SLIT2 SMAD2 SRSF12 STAC SYNE2 SYNJ1 TAFA2 TASOR TC2N TECRL TEF TESK2 THSD7A TIMM8A TMEM170A TSNAX TTC17 TTC8 TTLL7 UBE2D3 UNK USP42 UXS1 VEPH1 VGLL3 WDR36 ZBTB14 ZFAND5 ZFP42 ZFPM2 ZNF559 MIR1265 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1265 ARIH1 BCAP29 BTAF1 C2CD5 CBX3 CCBE1 CHD9 CUL4B CYP7B1 DEF8 DMD ELAVL2 EMC4 FRG2 FRYL GLT6D1 GOLT1B INAFM2 INTS6 JMY KDELR2 KLF15 KMT2C LARP4 MANEA MFSD14A MPHOSPH6 MPHOSPH8 NDST2 PATE4 PML PMP22 PPP2R5E RAB32 SLC25A21 SLC39A8 STAC TNFRSF6B TRIP12 TSHZ1 VPS13B YY2 ZBTB2 ZNF568 ZNF813 MIR1266_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1266_3P ABCB10 AMOTL1 AOPEP ASXL2 ATP6V1A AXIN2 BHMT2 CCNT2 CCT5 CCT6A CDH13 CDKAL1 CLEC4A CPSF6 CXCL2 DDX3X DLD EPB41L2 FAM118A FLG2 FNDC1 FOXD4L5 FZD2 GJB1 GTF2H5 HS6ST2 KCND2 KIAA1549L LRRN2 MET MYO1B NCKIPSD PDE12 POGLUT3 PPP4R2 PRKCA RAB23 RAP2A RFC3 RIOK3 RNF146 RNF214 RPL32 SENP6 SIX4 SNRNP27 TAF5 TANGO6 TNRC6B TRAM1 TRIM55 UQCR11 USP8 ZNF227 ZPR1 MIR1266_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1266_5P ADGRF2 AFG1L AMER1 ANAPC11 APTX ARHGEF40 ARID1A ASB7 ASTN1 BPIFB2 BTBD7 BTN2A2 C10orf105 CAPZB CCDC15 CDCA8 CFAP53 CLIP3 CS CSRNP1 DCLRE1C DDX42 DIAPH1 DPYSL3 E2F7 ELK1 EPB41L5 ERGIC2 FAM168A FRMPD1 GALNT12 GIPC3 GPSM3 INSYN2B IP6K2 KCNB1 KCNK10 KIF18A KLHL12 KRT1 LHX6 LILRB4 LINC03040 LRRC10B LRRC20 LZTS1 MAPRE1 MARCKSL1 MATR3 MINDY1 MITF MKRN1 MYO18A NAA20 NCOR1 NKD1 NR2C2AP NTMT1 OAS1 OLIG2 PAK1IP1 PBX1 PHF13 PI4KB PITPNM3 PKLR PRIMA1 PRMT5 PROM2 PRORP PRX PSIP1 RAB8A SLC13A3 SLC25A36 SLC25A44 SLC2A1 SLC35C1 STARD13 SV2B SYNPO2 TENT4A TET3 TGFA THRB TMEM101 TMEM201 TRIP13 TSGA10 TTPAL WAPL WDR33 WIPF1 ZKSCAN1 ZNF732 ZXDC MIR1267 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1267 ABCB10 ALG9 ANKS1B ANO8 ANTXR1 ARHGAP27 ARHGAP32 BBS10 BNIP3 C5AR2 CAMK2D CDK1 CFAP91 COL11A1 CSRNP3 CYBB DDI2 DIO1 DIO2 DYNC1I2 ELMOD2 ESRRG FAM91A1 FIBIN FRK FUT8 GALT GNRHR GPR4 ITGA6 ITPRID1 LHFPL3 LYNX1 MAN2A1 MAP3K12 MBNL2 MBOAT2 MDFIC MMP13 PHYH PKHD1 PLEKHM1 PPBP PRKD1 PRKG1 PTGER3 PTPRO RAD17 RIC8B RNF114 RUFY2 RUNX1T1 SALL1 SCN1A SCUBE1 SHROOM2 SKA3 SMIM8 SOX21 SPOCK3 TMEM196 TNFSF13B TOE1 TUBE1 USP42 ZBTB1 ZBTB24 ZBTB26 ZDHHC17 ZFYVE1 ZNF195 ZNF37A ZNF682 ZNRF3 MIR1268A_MIR1268B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1268A_MIR1268B CMIP EEPD1 EGR4 FCAR HPD SLC8A2 STXBP1 MIR1269A_MIR1269B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1269A_MIR1269B ADCY3 AGAP1 ALG10 ALKBH8 ANKIB1 BPTF BRIP1 CCL11 CREB5 DAAM1 DAZ2 EMX2 EPHA7 FOXO1 GLO1 HACD1 KMT2A MSRA MXD3 OSGIN2 PCDHGA1 PCDHGA10 PCDHGA11 PCDHGA12 PCDHGA2 PCDHGA3 PCDHGA5 PCDHGA7 PCDHGA8 PCDHGA9 PCDHGB3 PCDHGB7 PCDHGC3 PLB1 PPP1R2 PSG5 RBMS3 RER1 REST RHOBTB3 RIOX2 SLC25A21 SYNDIG1 TDRP TRAF3 UBFD1 URI1 USP9X WAC ZFPM2 ZNF160 ZNF84 MIR126_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR126_5P A2ML1 ABCA5 ABCD3 ACAN ACVR2B ADAM9 ADCYAP1 ADGRB3 ADGRG2 ADH4 AHCTF1 AHR AIMP1 AK2 AMACR AMFR ANTXR1 ANTXR2 AP3B1 ARID1A ARID2 ARL11 ARL13B ARL5A ARSK ATP8B1 B4GALT4 BCAP29 BDH2 BICD2 BLTP3B BLZF1 BPNT2 BRWD3 C17orf75 C21orf91 C22orf39 C2CD4A C5orf34 C5orf47 C6orf136 C8orf44-SGK3 CA1 CACNB4 CALCB CALHM1 CALHM3 CAMK2A CAMK4 CASK CASP9 CAVIN2 CCDC13 CCDC149 CCDC186 CCDC32 CCL28 CCP110 CCR1 CD2AP CD84 CDC14B CDCA7 CDK19 CELF2 CFAP91 CHIC1 CHMP5 CHRNA5 CHST11 CHST7 CHURC1 CILK1 CLEC1A CNOT4 CNTN1 COA8 COL11A1 COLEC12 COMMD2 CPEB4 CREB1 CSF1 CSF2RA CTBS CTNNA3 CUBN CYP7B1 CYS1 DAPP1 DBNDD2 DCAF13 DCDC2 DENND1B DENND6A DGKI DHX35 DICER1 DKK1 DLG1 DLK1 DLL4 DMBX1 DNAJB4 DPY19L2 DTD1 DYRK2 EBF1 EDA2R EFR3A EGFL6 EIF3J EIF4A2 ELAVL3 ELAVL4 ELK4 ENOX2 EPGN EPOR EPS15 EREG ERGIC2 ERICH4 ESRRG ETV1 EXD2 F9 FABP3 FAM111A FAM168A FAM199X FAM78A FAM8A1 FAR2 FAXC FBXO6 FGD2 FGF7 FGG FMC1-LUC7L2 FNDC9 FPGT FRMPD4 FRYL FSIP1 FUT9 FXN GABRA1 GABRA4 GABRA5 GABRB2 GASK1B GET1-SH3BGR GGT6 GINS1 GLE1 GLYAT GMPPB GNE GOSR1 GPBP1 GPSM1 GRB2 GRIK1 GRIK2 GRIN2A GRM8 GSK3B GTF2F1 GUCY1A2 HECTD2 HERC3 HMCN1 HMGXB4 HNMT HOXA13 HOXB2 HOXB5 HOXB6 HOXC8 HPN HPS5 HPSE HSD11B1 HSPB8 HYDIN IAH1 IDS IFI44 IKZF2 IL7 INAFM2 INPP5D ITGB6 JARID2 JPH1 JPT2 KAT2B KBTBD6 KCNB1 KCNN3 KCNV1 KIAA1549L KIF14 KIRREL1 KL KLHL32 KLHL7 KMT2A KMT5A KPNA4 KRAS KRT78 L2HGDH L3MBTL4 LARP4 LDLRAD2 LETM2 LIN9 LONRF3 LPP LRCH2 LRRC3B LRRC74B LRRC8D LRRTM3 LTN1 LUC7L2 MACC1 MAN1A1 MAP3K13 MAP3K2 MAPK10 MAT2B MBLAC2 MBNL3 MCHR2 MCTP1 MDH1 MDM4 MED11 MEF2D METTL17 MEX3A MFAP4 MGAT3 MINDY2 MLPH MMP16 MMRN1 MMS22L MOG MORC1 MR1 MSR1 MSRB3 MYEF2 NACC2 NAT1 NCAN NCOA7 NDUFAF3 NDUFS1 NEGR1 NFAT5 NFIA NFXL1 NHLRC2 NIBAN1 NLK NOVA1 NRG1 NUP43 NWD1 NXT2 OCLN ODAPH ODR4 OSTF1 P2RY12 PAN3 PATE1 PAX2 PCBD2 PCDH7 PDE7B PDLIM5 PDZD8 PEX13 PEX5L PF4 PGAM4 PGC PHF23 PHKB PI15 PIAS2 PKHD1 PLAG1 PLCB1 PLIN1 PMS1 PNLIPRP3 PNRC1 POFUT1 PPARGC1A PPFIA2 PPIF PPP1R10 PPP1R1C PPP6R3 PRAMEF1 PRAMEF13 PRAMEF14 PRAMEF2 PREX2 PRKCA PROCR PRPF8 PRXL2A PSMA1 PTGS2 PTPN12 PTPN20 PTPN4 PWWP2A QPRT QRSL1 RAB30 RAB31 RABL3 RASA2 RBM41 RECK REPS2 RFTN2 RFX4 RGR RGS4 RGS5 RINL RORA RP2 RSBN1 RSPO3 RTN4RL1 RWDD4 RXFP1 S1PR3 SAMSN1 SCEL SEMA6D SENP7 SETBP1 SETD9 SF3A1 SGK3 SGPP1 SH3BGR SHISA3 SHISAL1 SLC16A7 SLC19A2 SLC25A53 SLC26A7 SLC2A11 SLC41A2 SLC49A4 SLC6A15 SLC7A14 SLIT2 SLITRK4 SMCHD1 SNRPN SOGA1 SOX6 SP5 SPAST SPATA2 SPRY4 SRD5A3 SRFBP1 SRSF12 SSBP3 ST8SIA3 STEAP2 STX17 SULT6B1 SYNPO2 SYT10 TANK TAOK3 TBC1D15 TBCA TCHH TCP10L2 TECPR2 TEP1 TERB2 TET2 TGFBI TGFBR1 THAP3 THRB TLCD4 TMEM182 TMEM33 TMEM41B TMEM65 TMX4 TNFAIP8L3 TNFSF4 TRAF6 TRDN TRIM8 TRIP6 TRMT10A TRMT9B TRPC5 TRPS1 TSC22D4 TSHZ3 TTF2 TUBGCP4 UBA3 UBE2W UBE3C UBN2 UGT2B17 UNC5D USP10 USP12 USP14 UTRN VCPIP1 VPS13A VPS13C VWA8 VWC2 WASHC3 WASHC4 WDHD1 WDR64 WFDC13 WNT3 XIRP2 YIPF6 ZBTB18 ZBTB20 ZBTB41 ZBTB7C ZDHHC15 ZDHHC20 ZIC1 ZIC2 ZIC5 ZKSCAN8 ZNF10 ZNF135 ZNF333 ZNF33A ZNF33B ZNF687 ZNF695 ZNF703 MIR1270 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1270 AFP ANKRD44 APAF1 ASPH ATP10D ATXN7L1 B9D1 BACE1 BORCS7 C15orf40 C1orf174 CAMK4 CATSPERE CBLIF CCNT2 CD209 CD276 CEP164 CHSY1 CIR1 CNTN3 COPS4 DCPS DGKE DNAAF3 EDIL3 ENTPD3 EPB41L4B EPPIN GLI2 GSPT1 GTDC1 HAS1 HEXA HLA-DQA1 HNRNPU IQCJ IRF2BP2 KLHDC3 KRTAP4-11 LAMB4 LYSMD1 MAN1A1 MKX N4BP2L1 NDUFAF5 OLA1 PDE1C PIK3CA POLI POLR1G POLR3C POU2F3 PRR23C PRSS37 RFC5 SDC4 SENP5 SET SGMS1 SH3BGRL2 SLC24A2 SLC25A37 SLITRK2 SMCO4 SPTBN1 STOML3 TCF20 TESC TMEM242 TXNRD2 UBASH3B UNC45B UNC5D WBP2NL XKR9 ZCCHC14 ZDHHC15 ZIC5 MIR1271_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1271_3P ABCF1 ABCG4 ADCY1 ADCYAP1 ADPRH AIPL1 ALDH8A1 APPL2 ATP1A2 B3GAT3 BRD1 CACNB3 CCDC68 CDK13 CDKN2AIP CENPO CNPY3 CX3CR1 DAZAP2 DENND4C DERA DPYSL5 DSTN ESYT2 EXPH5 GJC1 KCNMB4 KRTAP20-3 LUC7L3 MAN1A1 MAP1LC3B MAP3K20 MED13L MED29 MEF2A MTDH NEUROG1 NFIC NT5DC3 NUP93 PBX1 PDPR PLPBP PSME1 RAB43 RAP1GAP2 RTN4RL1 SAMD12 SCAP SESN3 SHISA2 SOX11 SRGAP2C ST6GALNAC6 STK35 TRAK2 TSHZ3 TSTD2 TTC39C ULK2 UNC5A UNG USP3 WTAP XRN1 ZCCHC10 ZNF689 ZNF710 ZSWIM6 MIR1271_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1271_5P ABCA2 ABCD1 ABHD13 ACTRT3 ADCY6 ADD3 ADGRB3 ADGRL2 ADK AEBP2 AGO4 AHR AJAP1 AK3 ALK ANKIB1 ANKRD27 ANKRD52 ANXA11 AP3S1 APPL1 AQP2 ARHGAP6 ARHGEF12 ARHGEF3 ARPC5L ARPP19 ASH1L ASTN1 ATG16L1 ATG9A ATP2B4 ATXN1 ATXN3 AZIN1 B3GNT2 B4GALNT1 BCL2L12 BCR BICRAL BMPR1B BNC2 BRINP2 BRMS1L BRPF3 BRWD3 C5orf22 CACNA2D2 CACNB4 CADM2 CAV1 CBFA2T3 CD164 CDH20 CELSR2 CEP170B CERS2 CHIC1 CHST1 CHST10 CLN5 CNN3 CNNM3 CNOT6L CNTN1 COL13A1 COL25A1 CORO1C CPSF6 CREB3L2 CRKL CRYGS CTDSP1 CTTN CYRIB DAAM1 DCUN1D1 DCUN1D3 DDAH1 DEPTOR DEUP1 DHX8 DLAT DLEU7 DMXL1 DNAAF9 DOCK1 DOCK4 DOCK9 DPY19L3 DPYD E2F5 EBF3 EDEM1 EIF3J EIF4EBP2 EIF5 ELAVL4 ELOVL5 EOMES EPAS1 EPHA3 ERC2 ERG ERLIN1 EVI5 EXT1 FAM171A1 FAM43A FARP1 FEM1B FGF9 FKBP7 FN1 FNDC3B FOXF2 FOXK2 FOXO1 FOXO3 FOXQ1 FRMD5 FRS2 FYCO1 GALNT2 GAN GAP43 GBP5 GCNT1 GDNF GIT2 GLE1 GNAI3 GPC3 GPR135 GPR22 GRB2 GXYLT1 HAS2 HBEGF HDAC7 HOOK3 HOXA9 HSPA2 IGF1R IGF2BP1 IRS1 ITPR1 ITPR2 JMJD1C JPT2 KCNG3 KCNK9 KIAA0513 KIAA1217 KLHL34 KLHL4 KLHL7 KPNB1 KRAS L1CAM LAMC1 LCP1 LGI1 LHX1 LILRA1 LMTK2 LMTK3 LNX2 LPP LRCH2 LRIG1 LRRC28 LRRC3 LRRC4 LRRC7 MAGEL2 MAK MAP1B MAP2K1 MAP2K3 MAP3K2 MAP3K3 MAST4 MCMBP MED1 MED14 MFAP3 MFAP3L MIGA1 MITF MORF4L1 MORF4L2 MRAS MROH2A MSN MTDH MTHFD2L MTOR MTSS1 MYRIP NANOS1 NCALD NCKAP1 NEK7 NEUROD4 NEXMIF NLGN2 NOVA1 NOVA2 NPTX2 NRN1 NTN4 NUDT13 NUS1 OGT OLFM1 OR10W1 OVOL1 OXGR1 OXSR1 PAFAH1B1 PAIP1 PAK1 PALLD PCGF5 PDE8B PDZD8 PDZRN4 PGAP1 PHACTR4 PHAF1 PHF20L1 PHIP PHYHIPL PIK3C2A PLAGL1 PLCB4 PLOD2 PLPPR4 PNPLA1 POU2F2 PPIL1 PPM1F PPM1L PPP1R9B PPP3CA PPP3R1 PPP4R3A PRDM16 PRIMA1 PRKAR1A PRKCE PRRG3 PRRT3 PRRX1 PRTG PTGER3 PTP4A1 PTPMT1 PURA PYGO2 QKI RAB10 RAB23 RAB27A RAB2A RAB35 RAB3C RAB8B RALB RALGPS1 RAPGEF4 RARG RASSF8 RBM20 RELL1 REPS2 REV1 RGPD1 RGS17 RGS2 RICTOR RIOX1 RITA1 RNF139 RNF183 RPS6KA6 RUNDC3B RWDD4 SCML4 SCYL3 SDC2 SEPTIN9 SERINC5 SERPINB2 SESN3 SEZ6L SH3BP5 SH3KBP1 SH3PXD2B SIN3B SINHCAF SLAIN2 SLC12A5 SLC12A6 SLC16A9 SLC18A3 SLC1A1 SLC22A5 SLC24A4 SLC26A9 SLC33A1 SLC38A4 SLC39A1 SLC39A9 SLC44A2 SLC44A5 SLC6A9 SLC7A8 SLF2 SLITRK4 SMAD1 SNX16 SNX30 SOGA1 SORT1 SOX5 SOX6 SPAG8 SPAST SPEN SPIN1 SPRY3 SPSB1 ST6GALNAC3 ST7 STAG1 STK17A STK17B STK19 STMND1 STX5 SV2C TAC1 TAF4B TAPT1 TARBP1 TBR1 TCF7L2 THBS2 TLL1 TMEM169 TMEM170B TMEM198 TNS3 TOPORS TOX TPR TRIB3 TRIM46 TRIM9 TTYH3 TUT4 UBE2G1 UBE2Q2 UCK2 UNC13C USF3 USP45 USP5 VAMP3 VAT1 VAT1L WDR82 WIPI2 XKR4 YES1 YIPF4 YWHAG ZBTB41 ZCCHC14 ZCCHC3 ZDHHC17 ZEB1 ZFAND5 ZFC3H1 ZFHX4 ZFP36L1 ZHX1 ZHX2 ZNF704 MIR1272 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1272 ADAM9 ADAMDEC1 AKAP6 BCAP29 BCAS2 C11orf71 C4BPA C5orf24 CAPZA2 CBLN4 CCNT1 CIBAR1 CISD1 CNTN1 CXCL6 CYP27B1 DACH1 DCAF6 DMP1 DNA2 DSG2 EIF2AK4 EIF4E3 FAM83C FLT1 FNIP1 GATA3 GCNT1 GJA1 GOLPH3L GRB14 GRM1 GSG1L HTN1 HYAL3 IGF2BP3 IGFBP1 KIAA1191 LETM1 LRP8 LRTOMT LYRM7 MAP3K20 MBNL3 MCOLN2 MDM1 MECP2 MED6 MEIG1 MS4A4A NCKAP1L NOVA1 OLFM3 PCDHB16 PDE1C PDE3B PDK3 PGR PLA2G12A PLA2G4E POPDC3 PTCHD4 RANBP3 RIF1 RSF1 SHISA7 SKIC3 SLC12A6 SLC35D1 SUPT3H SYNPR TCERG1L TCTN3 THUMPD3 TMEM167A TRAF5 TRAM1 UGT2B4 UNC45B USP33 USP38 VGLL3 VWA2 WNT16 ZEB1 ZNF28 MIR1273C https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1273C FGF9 HAND1 HLA-DQB1 KRTAP4-6 MAPRE2 MTCP1 SNTB2 MIR1273H_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1273H_3P AAK1 ABRAXAS2 ACVRL1 AGFG1 ALCAM ARHGDIA ARHGEF37 ATP2C1 BCL6 BEND3 C12orf43 C21orf91 CACNA1B CADM2 CARMIL1 CCDC6 CD1E CD2AP CD5L CLASP2 CNPY1 COBLL1 COPS3 CREBRF CYP7B1 DAAM1 DAB2 EGR2 EGR3 EPS8 FAIM FGF9 FILIP1L FNDC1 FOXRED2 GABBR2 GREM2 GRK3 GSPT1 HECTD2 HYCC2 JMJD7-PLA2G4B KCNMB3 KDELR2 KLHL23 LRIG2 LRRN1 MEIS1 MID2 MINDY4 MPEG1 MRPS21 MYBL1 NCBP2 NOVA1 NSA2 NUFIP2 NUP160 OCLN ONECUT2 PCDH20 PITPNB PPP2R5C PREX2 PRTG RAB10 RALGPS2 SAMD12 SFT2D1 SH3PXD2A SHANK2 SLC6A11 SMIM14 SSBP2 STAM STYX SULT1A3 SULT1A4 TLL2 TMEM265 TMPO TNRC6B TPBGL TRAM1L1 TTC31 UBE2E1 UFSP2 USP24 UTP15 VPS13B WAC WDR47 ZFAND3 ZNF365 ZNF385B ZNF519 ZNF611 MIR1273H_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1273H_5P ACADSB ACKR2 ANKS4B APELA APOBEC3F APOL6 ARGFX ARID2 ARNT2 ASPG ATP1B4 ATP7B ATXN1 BCKDHB BMAL2 CALCR CASP10 CASTOR2 CBX5 CCDC28A-AS1 CCL28 CD164 CDADC1 CDH1 CDK8 CEBPZOS CGNL1 CHTF8 COL11A2 COL27A1 CORO2B CPSF7 CSF3R CTDSPL CTSW CYP1A2 CYP20A1 CYP2B6 DAB2IP DCTN5 DDX6 DEPDC5 DMRT1 DNAJC8 DTX4 DUSP19 DVL1 DYDC2 EBAG9 EEF2K EFCAB2 ELK1 EOGT ERBB3 ESYT1 EXOSC6 FAM72A FAM72B FBXL18 FBXL20 FIBCD1 FOXK1 FOXP4 FUS GAB2 GCFC2 GDI1 GFAP GFOD2 GFRA4 GLG1 GLS GNAT1 GNL3L GNPNAT1 GPR83 H6PD HOOK3 HRH2 HUNK IGF2BP1 IKZF3 IRGQ ITLN1 KCNIP1 KCNJ6 LHPP LRRC51 LYZL1 LYZL2 MAPK13 MARK4 MASP1 MAVS MAZ MDM4 ME2 MEIOB MIP MRPL30 MRPS2 MS4A1 MS4A10 MTFMT MTX3 MUCL3 MYO10 NCEH1 NCR3LG1 NDST1 NID1 NMNAT2 NOL9 NOVA2 NSL1 NUDT19 ODAPH ORAI2 OSBPL1A PACS1 PAPOLG PARP9 PDE7A PDLIM2 PEX2 PHACTR4 PI3 PIGK PLCXD1 PLEKHA5 PNMA2 POLR2D PPP1R11 PRICKLE3 PRND PSMB2 PTPRB PYCR3 PYGO1 RAB21 RAB37 RAD51B RALB RBM19 RBMS2 RHOJ RIMS3 RNF24 RPL15 RPS27L RRP15 RRP7A SAMD4A SBSPON SCAI SCGN SCN1B SETD7 SH3BP2 SHISA6 SHISA7 SHOX SKA1 SLC2A4 SLC35E2A SLC6A11 SMU1 SOGA1 STX5 SULT1E1 SUSD5 SV2C SYBU SYNGR1 SYP TCTN2 TIAM1-AS1 TMEM132E TMEM239 TMEM265 TMEM63C TMTC1 TRAF3IP2 UBXN2B UPK2 VIRMA VPS13B VPS25 YWHAQ ZDHHC15 ZFHX2 ZNF286B ZNF326 ZNF432 ZNF490 ZNF544 ZNF554 ZNF587 ZNF655 ZNF674 ZNF793 ZNF814 MIR1275 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1275 ABCF1 ACLY ACTB ADAR ADGRG6 AKNAD1 ANGPTL3 AP1G1 APLN APLNR ARRB1 ASB11 ASB4 ATCAY ATP10B BAHCC1 BHLHE41 BRWD3 C12orf75 CA10 CACNA1C CACNA1D CACNA1E CACNA1I CADM4 CALCOCO1 CAMK1D CASKIN2 CASP14 CASTOR2 CBLN1 CBX6 CCDC148 CCDC184 CCDC33 CD8B CDK18 CEBPG CFAP418 CITED4 CLDN11 CLEC12B CLEC2D CNTNAP1 COL1A1 COPG1 CPSF7 CTBS CTNND2 CYP2C19 DCLK1 DDA1 DDX17 DEF8 DIRAS2 DUSP8 DVL3 ELFN2 ELK1 ELOB ELOVL2 EMILIN3 ENY2 EXOC6B EXOG FAM50B FBN1 FILIP1L FOXA3 FOXP2 FOXP4 FSTL1 FTO G3BP2 GANAB GATAD2B GIMAP1 GNAT1 GPANK1 GPATCH2L GPR3 GRIK2 GUCA1B HMGA1 HMGB3 HMGXB3 HNRNPAB IGF1 IGF1R IGF2 IGF2BP1 IGF2BP3 IL13RA1 INHBC IP6K3 ISL1 JAZF1 KCNJ10 KCNV1 KCTD20 KLHL28 KRT23 KSR2 LALBA LAPTM4B LEFTY2 LIMK1 LPCAT3 LRRC28 LZTS3 MAJIN MAP1A MAPK4 MECP2 MFN2 MGST2 MKNK2 MPZ MPZL2 MTHFR MTMR4 MXD1 MYCT1 NAALADL2 NALF2 NAPA NBN NECTIN1 NFASC NFIC NFIX NKAPL NOS1 NOVA2 NSD1 NUAK1 NXPH2 OTOR OVOL2 P2RX7 PALM2AKAP2 PAX5 PCDHB11 PCDHB13 PCDHGA1 PCDHGA10 PCDHGA11 PCDHGA12 PCDHGA2 PCDHGA3 PCDHGA4 PCDHGA5 PCDHGA6 PCDHGA7 PCDHGA8 PCDHGA9 PCDHGB1 PCDHGB2 PCDHGB3 PCDHGB4 PCDHGB5 PCDHGB6 PCDHGB7 PCDHGC3 PCDHGC4 PCDHGC5 PHYH PIGG PINX1 PKM PKNOX2 PLGLB1 PLGLB2 PLP1 POU3F2 POU4F1 PPM1E PPP1R3C PPP2R2D PPT2 PRKACA PRKCA PRPH2 PRR12 PTGER3 PTGIS PTPRO RAB11FIP5 RAB3A RAB3B RABGGTB RAD52 RBMX RDX REG3A RNF10 RPAIN RSPO2 SAMD4B SCRT2 SDC3 SDCBP2 SDHAF1 SEC24A SENP6 SERPINE2 SERTAD2 SETBP1 SH2B1 SHISA7 SHISAL1 SIAH1 SIAH2 SIRT2 SLAMF8 SLC10A2 SLC25A42 SLC2A4RG SLC30A7 SLC39A3 SLC45A3 SLC6A17 SLC7A8 SNTB1 SNX29 SOX7 SPA17 SPAG9 SPEN SPICE1 SPIDR SPINT1 SPOCK1 SPRED3 SPTAN1 SRGAP1 SSC4D SSR1 SSX2IP STIM1 STS STX8 SUCNR1 SYNPR SYT7 TACR1 TBC1D15 TCEANC2 TCP11L1 THUMPD2 TLNRD1 TM9SF2 TMEM38B TMEM63B TMIGD2 TMTC2 TNNI1 TRPC4AP TSKU TSPAN11 TTC14 TTC17 TTC39C UBE2Z UBTF UNC13A UPK2 VAMP2 VDAC2 VPS37B VPS37D WASHC4 WDFY1 WDHD1 WIZ YIPF6 ZBTB33 ZBTB7A ZDHHC15 ZFP14 ZFP36L2 ZNF131 ZNF32 ZNF444 ZNF629 ZNF823 ZSWIM4 MIR1276 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1276 ADAM7 ADCY9 AFF4 AHCYL1 ALCAM ANGEL2 AP2B1 ARFGEF2 ARHGEF12 ARHGEF7 ATF7IP ATL3 ATRNL1 BCL2 BCLAF3 BLCAP BNIP2 BPY2 BPY2B BPY2C BRD1 BRPF3 C17orf75 C21orf91 C2orf76 C3orf70 CADM2 CARF CASP7 CASZ1 CCDC190 CCDC60 CCDC7 CCDC91 CDC27 CDH12 CDK19 CELF4 CHDH CHMP2B CLMN CNTNAP2 COG5 COPS5 CREBZF CRYBG3 CTNND1 CTNND2 CWC25 CXCR3 DDX5 DGKI DHDDS DPY19L3 DROSHA EBF2 ELMOD2 ERBB4 ERLIN1 F2RL2 FANCC FBRSL1 FCHO2 FEM1C FOXO1 GADL1 GET1 GPATCH2L GPBP1 GPR15 GRIN3A GRM6 GXYLT1 HIF1A HPN HYLS1 IKZF1 IMPACT INTS2 IRF2BP1 ITGB3BP ITGBL1 ITM2A JAK1 JMY KAT6A KCNK1 KCNK2 KCNQ3 KCNS2 LACTB LGI2 LPCAT2 LPIN2 LRRC7 MAP1A MARK1 MARS2 MMP16 MXI1 N4BP2L1 NAALAD2 NFKBID NMB NOL11 OC90 OMD OSTM1 PARG PATZ1 PCDH19 PDHA1 PGAP4 PHYH PIGG PIK3C2B PIK3CB PIK3CG PIP4K2C PKHD1L1 PLD6 PNISR PNMA2 PPIP5K2 PPP2R5C PTGES3L PTP4A1 PTPN11 PTPRD RAPSN RBM24 RBM39 RBMS1 RBP3 RCAN2 RIMKLA RMC1 RORA RPS6KB1 RSKR RYR2 SDE2 SEMA6A SINHCAF SLC1A2 SLC25A17 SLC25A30 SLC25A32 SMG7 SOD2 SPAG9 SPIN1 ST8SIA3 STK39 SYT1 SYT16 THSD4 TMEM229B TMEM254 TNIK TOP2B TPM3 TRDN TRPC6 UNC5C USP28 USP9X VTA1 WDR64 WT1 ZBTB18 ZBTB20 ZBTB21 ZFYVE16 ZNF28 ZNF516 ZNF695 ZNF800 ZRANB3 MIR1277_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1277_3P CYLD DERA DGCR2 EIF5AL1 JAG2 KLHL2 LSR MSH3 NDFIP1 NMNAT3 NRCAM SUN1 TRUB2 ZNF347 MIR1277_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1277_5P A1CF AAK1 ABCA5 ABCA9 ABCB5 ABCC1 ABHD10 ABHD17B ABL2 ACBD3 ACKR3 ACSL6 ACTR3 ACVR1 ACVR2B ADAMTS3 ADAMTS5 ADAMTS9 ADAMTSL3 ADCYAP1 ADGRA2 ADGRB3 ADPGK AEBP2 AFF1 AFF3 AFF4 AIMP1 ALCAM ALG10 ALG2 ALG6 ALKAL1 ALKBH5 ALX4 AMOT AMOTL2 ANAPC10 ANAPC7 ANKRD34C ANKS1B ANLN ANTXR2 ANXA1 ANXA5 AP1AR AP1B1 ARAF ARFGEF1 ARHGAP20 ARHGAP21 ARHGAP39 ARHGAP5 ARHGAP6 ARHGEF1 ARHGEF38 ARID2 ARID4B ARID5B ARL5A ARL5B ARL8A ARSK ASB14 ASF1A ASF1B ASXL3 ATAD5 ATF1 ATF7IP ATOSA ATP4B ATP8B2 ATXN7L2 B4GALT6 BAMBI BBS7 BBX BCL11B BDNF BET1 BHLHE22 BHLHE40 BLOC1S6 BLTP2 BLZF1 BMP2 BMP4 BOC BRD4 BRF2 BRINP3 BTAF1 BTG2 BTRC BVES C15orf61 C16orf87 C18orf25 C18orf63 C1QTNF3 C1orf174 C21orf91 C9orf72 CA2 CACNB4 CADM4 CALCOCO1 CALHM2 CALHM5 CAMK2D CAMTA1 CARMIL1 CASKIN1 CAST CBX3 CBX4 CBX8 CCDC91 CCL11 CCL2 CCND1 CCND2 CCNH CCSER2 CD2AP CD36 CD38 CDC42EP3 CDC6 CDK6 CDON CDR2 CDS2 CDYL2 CELF4 CENPK CEP104 CEP120 CEP135 CEP192 CFAP20 CFHR3 CHCHD3 CHD9 CHIC1 CHL1 CHM CHMP1B CHRNA9 CLCA2 CLDN11 CLDN14 CLINT1 CLOCK CLTRN CLVS2 CNIH4 CNOT7 CNPY2 CNTN6 CNTNAP1 CNTNAP4 COBLL1 COG6 COL11A1 COL27A1 COL4A1 COPA CORIN CPEB2 CPEB3 CPED1 CPSF6 CRB3 CREB1 CREBBP CREBZF CRTC2 CSF2 CSGALNACT2 CSMD3 CSN2 CSNK2A2 CTDSPL2 CUL3 CXADR CXCL12 CXCL14 CXCL5 CXXC5 CYP1B1 CYP4F11 DACH1 DAPK1 DAZAP2 DBT DCAF8 DCLK1 DCP1B DDX52 DENND4A DEPDC1B DGKH DIAPH3 DIP2C DISC1 DLG1 DLG2 DLG3 DLL1 DMRT2 DMXL1 DNAJB14 DNAJB4 DNAJC21 DNAJC6 DOCK7 DOCK8 DOK6 DPYD DPYSL2 DRD1 DSCAM DSCAML1 DSG4 DUSP1 DUSP16 DUSP8 DZIP1L ECE1 EDDM3A EDIL3 EDNRB EEIG2 EFNA2 EFNB2 EFR3A EIF5A2 ELAVL1 ELK3 ELMO2 EMILIN2 ENPP4 EP300 EPHA1 EPHA2 EPHA4 EPHA7 EPHA8 EPS15 ERCC4 EREG ERI2 ERMN ESRP1 ESYT2 ETS1 EVI5 EXOC8 EXOSC8 F11 F2R F3 FABP2 FAM135A FAM135B FAM13C FAM169A FAM199X FAM241A FAM72A FAM72B FAM72C FAM72D FAN1 FBN2 FBXL16 FBXO4 FBXO42 FBXO43 FEM1C FGD4 FGF18 FGF5 FGFR1 FGFR2 FKBP14 FKBP1A FKBP5 FLVCR1 FMNL2 FNDC3B FOSB FOXA2 FOXD3 FOXJ3 FOXN2 FRMD3 FSD1L FUT9 FZD3 FZD5 GABPA GABRA4 GABRG1 GABRG2 GAPVD1 GCFC2 GCLM GCOM1 GDAP2 GEM GID8 GIN1 GJA9 GLRB GOLIM4 GOLM1 GOPC GPM6A GPR158 GPR22 GPR82 GPR88 GRAMD1B GRIA2 GRPEL2 GRXCR1 GSE1 GSKIP GSR GSTCD GTF2A1 GTPBP10 GTPBP2 GUCY1A2 HACE1 HAPLN1 HBEGF HBP1 HDAC9 HECTD2 HERC1 HESX1 HHIP HLF HMCN1 HOMER1 HOXA11 HOXA9 HP1BP3 HSF2 HTR2A ID1 IDS IFNE IGFBP7 IL15RA IL22RA2 IL6ST IMPA1 INO80D INSYN1 INTS6 IPCEF1 IQCK IRX2 ITGB8 ITIH2 ITPRID2 KAT2B KAT6A KCNA2 KCNAB1 KCNH3 KCNH5 KCNJ2 KCNN3 KCNQ3 KCNV1 KDM4C KDM6A KDM7A KDSR KHSRP KIAA0319 KIAA2026 KIF13A KIF14 KIF18A KIF20B KIF21A KIF23 KIF27 KIRREL1 KL KLF3 KLF6 KLHL14 KLHL29 KPNA6 KREMEN1 KRR1 L3MBTL4 LAMA4 LARP4 LBR LDLR LDLRAD4 LHX1 LIFR LIN7A LRIT2 LRP2 LRP6 LRP8 LRRC31 LRRC4 LRRC58 LRRIQ3 LRRTM3 LSM12 LTN1 LYAR LYSMD2 LYSMD3 MAB21L1 MAP3K8 MARCHF3 MARCHF6 MBNL3 MCTS1 MEF2A MEF2D MEI4 MEOX2 MERTK METTL6 MEX3B MEX3C MEX3D MFAP5 MGA MICB MID2 MIGA1 MINDY3 MIPOL1 MITF MMD MMP13 MMUT MOB1B MOSMO MOSPD1 MPP7 MRTFB MSI2 MSRB3 MTF2 MTR MTX3 MXRA5 MYADM MYF5 MYOZ2 MYT1 NAA25 NAPG NCK2 NCKAP5 NCOA1 NCOA4 NDFIP2 NECAB1 NECAP1 NECTIN3 NEDD1 NEDD4L NEGR1 NEK1 NEK3 NEMF NET1 NEUROD1 NEXMIF NEXN NF1 NFIB NHLH2 NIP7 NKTR NLK NMT1 NOX3 NPTN NPTX2 NR2C1 NR3C1 NR4A1 NR4A3 NRIP1 NSD2 NTF3 NTN1 NUFIP2 NUMB NUP54 NUP98 OLFML2B OLIG3 OPN3 OR2L13 OSBP OSBPL3 P2RY1 PACSIN2 PAK1IP1 PARVA PCBD2 PCDH10 PCDH11X PCDH11Y PCDH19 PCDH20 PCDH7 PCDHA2 PCGF5 PCID2 PCMTD1 PCSK5 PCSK6 PDE5A PDE9A PDIK1L PDZRN4 PEG3 PELI1 PEX2 PGR PHACTR2 PHAX PHC3 PHF8 PHIP PHLPP1 PHTF2 PIGK PIK3C2A PIK3C2G PIKFYVE PILRA PKHD1 PKN2 PLAG1 PLAGL1 PLEKHA5 PLEKHA8 PLEKHF2 PLN PLSCR4 PLXDC2 PLXNA2 PLXND1 POLR2M POMP POU2F1 POU4F2 PPDPFL PPFIBP1 PPIP5K1 PPIP5K2 PPM1A PPP1R15B PPP1R2 PPP4R4 PPP6R1 PRDM1 PRDM11 PRDM12 PREX2 PRIMA1 PRKAA1 PRKCD PRKCI PRKG2 PRPF18 PRPF40A PRR16 PRRC1 PRRX1 PSMD11 PSMD14 PTAR1 PTEN PTER PTPN13 PTPN20 PTPN4 PTPRE PUM2 PURA PWWP3B QKI RAB11FIP2 RAB38 RABGAP1L RAD51B RANBP10 RANBP3L RAP1A RAPGEF6 RARB RASEF RASGEF1A RASSF6 RASSF8 RB1CC1 RBM41 RBM47 RC3H1 RC3H2 RDX RECK REPS2 RER1 RERE RFX3 RGCC RGMB RGS20 RHOT1 RICTOR RIF1 RIMKLB RIN2 RIT1 RNF217 ROCK2 RORA RPRD1B RPS6KA6 RPS6KB1 RRM2B RSBN1L RSF1 RUFY2 RXFP1 SAMD8 SAMSN1 SANBR SATB2 SAV1 SBDS SBNO1 SCAI SCCPDH SCML1 SCML2 SCN9A SCPEP1 SDC4 SEC11C SELE SEMA3D SEPTIN7 SERINC3 SERPINB8 SERPINE1 SETDB2 SF1 SGK3 SGPP1 SH3BGRL2 SH3RF1 SHH SIK3 SKIL SLC16A7 SLC17A6 SLC18A2 SLC25A24 SLC25A3 SLC25A40 SLC25A42 SLC26A7 SLC2A1 SLC2A13 SLC30A7 SLC38A2 SLC45A4 SLC4A10 SLC4A4 SLC5A7 SLC6A15 SLC7A11 SLC9A2 SLCO4A1 SLFN12 SLIT2 SLIT3 SLITRK4 SMAD6 SMAD7 SMARCA1 SMC2 SMIM10L1 SMPX SMU1 SNAI1 SNAP91 SNRPF SNTB1 SNTG1 SNX1 SNX14 SNX16 SOX9 SP1 SP4 SPART SPATA18 SPDYE1 SPDYE3 SPDYE5 SPDYE6 SPOCK3 SPRED1 SPRY1 SPRY2 SPRY3 SPRYD7 SPSB1 SRGN SRSF9 SS18L1 SSTR1 ST6GALNAC3 ST8SIA4 STAG2 STAM2 STARD13 STEAP2 STK26 STK39 STRN STS STXBP5 SUCLG2 SUCNR1 SUSD6 SV2C SVIL SVIP SWT1 SYDE2 SYNPO2 SYP SYT1 SYT14 TACC1 TAF1A TAF4 TAFA4 TAOK1 TAP2 TASOR TASP1 TAT TBL1XR1 TBX4 TBX5 TC2N TCEAL1 TCF21 TCF4 TEC TENT4B TENT5A TET2 TEX2 TFAP2B TFEC TGFBR3 TGIF1 THAP9 THSD7A TIAM2 TLE4 TM9SF2 TM9SF3 TMC7 TMED4 TMEM106B TMEM108 TMEM135 TMEM161B TMEM182 TMEM196 TMEM39A TMF1 TMTC1 TMTC2 TMTC3 TMTC4 TMX3 TNFRSF11B TNFSF9 TNRC6C TOB1 TOX4 TPK1 TRAF6 TRAM1 TRIM33 TRPC1 TRPM6 TRPM7 TRPS1 TSEN34 TTC28 TTC33 TUSC1 TUT4 TXNIP UBA6 UBE2H UBE2W UBE4B UBXN2A UIMC1 USH2A USP15 USP43 USP46 UTRN VAMP2 VASN VASP VEGFA VGLL3 VIP VPS13C VPS36 VPS37A VSTM2A WASF1 WASL WDFY3 WDHD1 WDR17 WDR44 WIF1 WIPF1 WIPI1 WNT3 WSB1 XRCC5 YAP1 YIPF4 ZBTB1 ZBTB10 ZBTB11 ZBTB20 ZBTB44 ZC2HC1A ZC3H12C ZCRB1 ZDBF2 ZDHHC2 ZDHHC5 ZEB2 ZER1 ZFHX3 ZFP14 ZFP36 ZFP36L1 ZFP36L2 ZIC5 ZNF214 ZNF260 ZNF275 ZNF280B ZNF292 ZNF362 ZNF367 ZNF470 ZNF507 ZNF516 ZNF518A ZNF521 ZNF566 ZNF614 ZNF804A ZNF81 ZNF827 ZNRF1 ZNRF3 ZSWIM6 ZZZ3 MIR1278 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1278 APPBP2 ARHGEF6 ATL2 ATP8A2 BMPR1A BORCS7 CAPN6 CHORDC1 CNOT7 CNTN4 DCD DISC1 DNAJC6 DPY19L3 EIF1AX ERBIN FUT9 FXR1 GEN1 GPR137B GRIA2 HHIP IL22 IQCA1 IQCJ-SCHIP1 KIF5B KLHL13 KLHL2 KLHL9 LRP2 MKRN2OS MSR1 MYH10 PALLD PASK PLXDC2 POLK PSMB5 RANBP9 RAPH1 RBL1 RNPS1 RTN1 RUFY2 SERAC1 SH3PXD2A SMG1 SPTLC1 SRGAP2B SRGAP2C STEAP2 STK17A TAOK1 TMEM64 TP53INP2 TP53RK TP63 ZBTB20 ZBTB43 ZDHHC11 ZNF146 ZNF417 ZNF704 ZNF711 ZNF750 MIR1279 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1279 ADGRG6 ANKRD44 ANO4 ANTXR2 ARHGAP5 ATP4B BCHE BECN1 BPTF C12orf29 CADM2 CAPS2 CCDC186 CCNC CCSER1 CD2AP CDH11 CDH12 CFAP300 CFAP44 CHAC2 CHCHD3 CHST9 CHSY3 CLDN11 CNTN3 COG6 CSRNP3 CTNNA3 CYBRD1 DDX46 DENND1B DLAT DLG2 DLX2 DPYD DYNC1I1 EP300 EPHA5 ERCC8 FERMT2 FHIP2A FKBP5 FMC1 FREM2 FUT9 GABRG2 GABRR2 GALNT12 GCLM GFPT1 GNGT1 GNPDA2 GOLGA8H GOLGA8J GOLGA8N GOLGA8Q GOLGA8R GOLGA8T GPATCH11 GPC6 GUCY1A2 HCN1 HECW2 HS6ST3 HSD3B2 HSF2 HYLS1 IGF1R IL23R IMMP2L IQCG ITGB1 ITGB8 ITM2A KCTD9 KNTC1 KPNA3 LINGO2 LMOD2 LRRC34 LRRC8B MAVS MEGF10 METAP1 MGAT3 MLLT10 MMRN1 MREG MT1B MTX3 MYO1E NETO1 NHS NLRP9 NOXRED1 NR3C2 NUFIP2 OGN OSBPL11 PABIR3 PAFAH1B2 PAK5 PCDHB6 PCLO PDE7A PHF14 PHF3 PHLPP1 PIP4P2 PLCB1 PPFIA2 PRAG1 PRICKLE2 PRSS23 PTEN PTPN4 RAB11A RAB27B RAD21 RAPGEF5 RAPGEF6 RASSF8 RFTN2 RGS21 RNF180 RORA RRP15 RTN3 SCIN SCN9A SEC24A SEMA3C SETDB1 SHISA9 SLC10A7 SLC16A14 SLC16A7 SLC19A2 SLC35A5 SNRPD3 SOS1 SOX11 SPDYA STC1 STT3A STX7 SWSAP1 SYT1 TAC1 TBC1D30 TBX1 TCF21 TENT5A TFPI THAP2 TMEM47 TMEM74 TMEM87A TOX3 TRIM13 TRIM33 TRUB1 TSC1 TSPAN13 TXNDC9 USP15 VAPA VNN1 WDR33 WDR72 YY1 ZBTB44 ZC3H6 ZFAND6 ZFP36L2 ZNF224 ZNF426 ZNF506 ZNF558 ZNF566 ZNF568 ZNF684 ZNF711 ZNF773 ZNHIT6 MIR127_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR127_3P ACO2 ATP1A2 BCCIP KIF3B MTSS2 SYN3 MIR127_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR127_5P AEBP2 ALDH1A3 ANKRD44 BEND4 BHLHE40 BLVRB CADM2 CDH11 CHRNA9 COL8A1 COPZ1 CPSF6 CTNNA3 CTNND2 DDX3X DEK DLGAP1 DYNC1LI2 EPAS1 FAM171B FBXW11 FRRS1L FSCN1 GATM GPM6B HCFC2 HIPK3 HNRNPR IGSF3 IPO7 IQGAP3 JAM3 KANSL1L KPNA3 KRTAP9-3 LXN LYSMD3 MTSS1 NEK1 NEK7 NEUROD1 NRP1 ODR4 OMG OXR1 PABIR1 PALB2 PDE3A PDZD8 PEF1 PIK3R6 PLAC9 PPFIA2 PPP1R3A RAB21 RAB6A RAPGEF2 RB1 RBKS RGL1 RGN RGS7BP ROCK2 RPE SACS SATB1 SDHAF3 SEPTIN8 SH3TC2 SHC3 SKIL SMC3 SNX31 SPAG17 STXBP5 TAF7 TASOR TFPI TNIP1 TSHZ2 UBE2E2 VPS13B WIF1 WWP2 ZFPM2 ZNF236 ZNF317 ZNF584 MIR1281 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1281 CCDC142 CXorf66 EPO ERO1A GCLM GHRL LDB2 MIR3667HG PDXP PPIF RORA SLC49A3 TRDMT1 MIR1282 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1282 CAVIN2 FBRSL1 PLCH1 PLIN1 RNASE11 SAR1B SLC66A1L SSX1 SSX2 SSX2B SSX3 SSX4 SSX4B SSX5 SSX7 TFEC TMEM263 TRIAP1 TSPAN12 ZZEF1 MIR1283 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1283 A1CF AAGAB ABHD3 ABHD5 ACACA ACOT13 ACTL6A ACVR2B ADAMTSL5 ADD1 ADGRG2 ADIPOR1 ADIPOR2 AFF3 AHI1 AK3 AK7 AKIRIN2 ALG1 AMMECR1L ANKRD10 ANKRD13A ANKRD18A ANP32E APBB2 APELA ARFGAP3 ARHGEF26 ARID4B ARL8B ATAD2B ATF7IP ATOH7 ATP2A2 ATP2B1 ATXN2 ATXN7L1 BAG4 BBX BCL2L11 BEND4 BMI1 BMPR2 BRD1 BRINP3 BRPF3 BRWD1 BZW1 C12orf40 C16orf46 C16orf54 C3orf52 CALHM4 CANX CASZ1 CBL CCND1 CD200 CDC40 CDC42BPB CDC42EP3 CDC7 CDH11 CDH2 CDK11A CDKAL1 CDON CDYL2 CEBPD CELF2 CFAP20DC CHST9 CITED2 CLASP1 CLPX CMTM4 CNPPD1 CNTLN COIL COL19A1 COL24A1 COMMD3-BMI1 CPEB2 CPEB4 CPSF6 CREB3L2 CROT CSTF3 CTF1 CYB5D1 DACH1 DAPK1 DCK DDX52 DEPDC4 DEPDC5 DHX32 DIRAS2 DISC1 DKK2 DLGAP1 DLL4 DMP1 DMXL2 DNA2 DNAJB7 DNAJC5 DNAJC6 DNMT3B DNTTIP1 DPY19L4 DPYSL4 DSG2 DTD1 DTNA DUSP10 EBF3 EFHC1 EFNB1 EFR3A EGF EGFLAM EIF3A EIF5A2 ELF1 ENAH ENSG00000236754 EOLA1 EPSTI1 ERBB4 ERLIN2 ESRP1 ETNK1 ETV5 FAM200B FAM220A FAM53B FANCE FAT3 FAT4 FBXL17 FBXO22 FGD2 FGF14 FLVCR1 FMN2 FOXC1 FRS2 FRY FTMT FUNDC2 FUT10 FUT9 FZD3 GAB1 GABRA1 GAGE1 GASK1B GINS1 GJC1 GK5 GLCCI1 GNAQ GNB4 GNE GPATCH2L GPATCH8 GPI GPM6B GVQW3 H2BC21 HDX HES1 HIF3A HNF4G HNRNPM HOXA2 HOXD3 HP1BP3 HPSE HS2ST1 HSPA1B HYKK IER5 IGF2BP3 IGFBPL1 IL12RB1 INO80D IPP IRAK2 ITPKB JAZF1 KAT6A KBTBD6 KCNA1 KCNK1 KCNMA1 KDM7A KHDRBS2 KIAA1671 KIF3A KLF11 KLHL36 KLRC4 KMT5A LGSN LINGO3 LLGL2 LRBA LRCH4 LTBP1 LUC7L LVRN MAFF MAGOHB MAN1A2 MAP3K1 MAP7 MAPK10 MAPK8 MAPKAP1 MBNL2 MDM1 MECP2 MEF2A MEF2C METTL9 MFF MFHAS1 MLLT10 MMGT1 MRPL19 MSANTD2 MSI2 MSTN MTA1 MTFMT MTSS1 MYO1D MZT1 NAB1 NAMPT NAT8L NCAM1 NCBP3 NCOA2 NCOA3 NCOA5 NEDD4 NEDD9 NEUROG1 NHLH2 NIPBL NOG NPAS3 NPTX1 NPY1R NSD2 NSL1 NSUN6 NUDT11 NUFIP2 NWD1 NXF1 ODC1 OLFML2B OLR1 ORAI3 OSBPL10 OXR1 PCBD2 PCMTD1 PCNP PDE1C PDE4D PDK3 PDXDC1 PDZD4 PDZRN3 PEX2 PGRMC2 PHC3 PHF6 PHLPP1 PI4K2B PIGC PIKFYVE PIP4P2 PIWIL4 PLCXD1 PLEKHH3 POLR2B POLR3C POMGNT1 PPA1 PPFIBP1 PPHLN1 PPIP5K2 PPM1D PPP1R2 PPP1R26 PPP2CA PPP2R5E PPP4R2 PRDM1 PRDX1 PRLR PRRG4 PSMA5 PSMG1 PSPC1 PTGFR PTN PTP4A1 PTPN14 PTPRB PTPRC PTPRK PTPRR PTPRZ1 PURB PWWP2A QKI RAB8B RAD1 RAG1 RAI14 RAP2A RASAL1 RBBP6 RBM25 RBM46 RBM47 RBPJ RDX RECQL RFPL4B RFX3 RORB RRAGD RUNX2 SALL4 SASH1 SATB1 SBF2 SBNO1 SCAI SCAMP1 SCML1 SCML2 SCN5A SCN9A SCNN1G SDC2 SDE2 SEC62 SECISBP2L SEH1L SENP7 SEPHS1 SEPTIN14 SERAC1 SGIP1 SHISA6 SIAH1 SIPA1L1 SIRT1 SKIC8 SLC13A1 SLC1A3 SLC25A12 SLC26A3 SLC26A7 SLC35B4 SLC35F1 SLC35F5 SLC4A7 SLC5A3 SLF2 SLITRK2 SMOC2 SNAP25 SNRNP200 SNRNP48 SNX18 SOD2 SON SORCS1 SORD SOSTDC1 SOX1 SOX11 SOX8 SP4 SPATS2L SPIN1 SPIN2A SPIN2B SRC SRD5A1 SRSF1 SRSF6 ST18 ST8SIA1 STARD4 STON1 STXBP5 STXBP6 SUFU SULF2 SULT4A1 SYNCRIP SYS1 SYT1 TBC1D15 TCF4 TCF7L1 TCTN2 TEAD1 TFDP2 TGFBR1 THSD7A THSD7B TLL1 TMED7 TMEM132C TMEM170A TMEM200A TMEM220 TMEM273 TMEM33 TMEM47 TMEM50B TMPO TMTC1 TMTC2 TOR1B TPD52L3 TPST1 TRABD2B TRIM13 TSHZ1 TTC14 TUSC2 TUT7 TXLNG U2SURP UBE2L3 UBE2R2 UBE3A UBQLN2 UBR5 UBR7 UGT2B10 UHRF1 UNC50 USH2A USP25 UTP20 VGLL3 WAC WDR35 XPO5 XPOT ZCCHC24 ZDHHC13 ZFHX4 ZMYM2 ZNF22 ZNF277 ZNF292 ZNF326 ZNF350 ZNF385B ZNF451 ZNF714 ZNF84 ZZZ3 MIR1284 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1284 ACSL3 ADGRF5 ADRB2 AKAP10 ANK1 ARHGEF12 ARL4C ASB11 ATAD5 ATP2A2 ATXN1 AUTS2 BCL11B BCL9 BDNF BROX C6orf136 CAMTA1 CAPZA2 CARMIL1 CARMIL3 CCDC182 CD55 CD8A CDH6 CFAP95 CPEB2 CPSF2 CREBBP CSPP1 CTTNBP2NL CUL1 DAGLA DCAF7 DCLRE1B DCUN1D4 DENND4A DHRS7 DLG2 DNPEP DOCK3 DOP1A DSN1 ECT2 EIF4A1 EIF4ENIF1 EP300 EPB41L2 ERBIN ETV5 FAM76B FBXO33 FKBP1A FMR1 FNDC3B FRMD4B FYTTD1 GABRA1 GAS1 GIN1 GLG1 GMNC GOSR1 GSE1 HACE1 HCFC2 HIVEP1 HMGB1 HMGB2 HOXA13 ID2 ID4 IFI44L IL12B INO80D IREB2 IRF2BPL IRS1 ITGB2 JAK2 JUP KALRN KAT8 KCNE4 KDM7A KIF13A KLF6 KLHL4 KMT2E KRAS LBR LDLR LDLRAD4 LIN9 LRRC1 LSM14A MAB21L2 MAK MAP1B MARCHF6 MARK1 MARK3 MAST4 MCM9 MDC1 MED14 MEF2C MEST MGA MPZL2 MRPL44 MRS2 MTFR1 NCAM1 NELFA NFASC NLK NOTCH3 NREP NRXN1 NUP153 OSGIN2 PACRG PAPOLG PCGF5 PDE1C PDLIM1 PDS5B PEX14 PHACTR4 PHLPP1 PIAS1 PIK3C2A POLR2K POM121L12 PPM1K PPP2R2C PPP2R5C PPP4R2 PRDM12 PRR23A PSD3 PTPN14 RAB10 RAB33A RAD51B RB1CC1 RBM27 RBM41 RBM47 RCN2 REST REV3L RFK RIF1 RNASE7 RNF2 RNF214 RNF34 RORA RREB1 RRM2 RTF1 RXRG SCAF8 SDC2 SEC22A SEC24D SELENOK SF3B1 SGIP1 SIPA1L2 SKIL SLC19A2 SLC2A1 SLC39A10 SLITRK3 SMARCB1 SMARCE1 SMOC1 SNAI1 SNAI2 SNX31 SON SORBS1 SP100 SP8 SPRY4 SRSF10 ST6GALNAC3 STOX2 STXBP6 SULT1E1 SUMO1 SVIL TAB2 TADA1 TAOK1 TAOK3 TASOR TEDDM1 TES TFB1M TFCP2L1 THAP12 TMED7 TMEM260 TNS3 TOR1AIP2 TPD52 TRIM2 TRIP12 TSC22D2 TSHZ3 UBE2D1 UBL3 UBQLN1 UBR5 USF3 USP24 UTY WBP4 WDR48 ZBTB2 ZC3H12B ZCCHC18 ZFPM2 ZNF236 ZNF281 ZNF384 ZNF432 ZNF436 ZNF652 ZNF697 MIR1285_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1285_3P ABCB8 ACP6 ADARB2 AHI1 AK3 AKAP13 ANGPT4 AP4S1 APBB2 APPBP2 AQP2 ARF6 ARMC5 ARNT2 ARRDC3 ATP8A1 BRPF3 BTRC C1orf210 CACNA1I CALCRL CAV1 CCL28 CCNT1 CCP110 CEACAM7 CHL1 CKAP4 CLSPN CMKLR1 CMTR2 COL4A5 CREB5 CRTC1 CXXC4 DAB2IP DCTN5 DDX11 EEF2K EGR3 FAM120C FAM124A FBXL20 FBXO33 FGF14 FMO5 FMOD FOXP1 FOXP4 GAB2 GABRA1 GDNF GIPC3 GPI GPR62 GRK6 GUCD1 HAPSTR1 HIVEP3 HOOK3 HOXA13 IFI35 IFT122 IPO9 JADE1 JRK KCNB1 KCNK2 KDM2B KPNA6 LARP1 LRRC31 LRRC41 LRRTM3 MARCKSL1 MIER3 NAT8L NBPF4 NDOR1 NECTIN1 NF2 NFAM1 NLRP14 NOS1 NPLOC4 NRP1 NUDT19 NUFIP2 NXF1 ORAI2 PADI3 PALM2AKAP2 PGAP2 PHF21A PLEKHM1 PLOD1 PODNL1 PPP2R2B PPP3CB PRND PRR14L PSD3 PTEN PTGES3L RAB11FIP3 RARB RBMS2 RC3H1 RD3 RIMS4 RMI1 RNF24 RORC RPL28 RYBP SAR1A SC5D SEC14L1 SEC63 SIDT1 SIKE1 SLC17A5 SLC22A14 SLC25A12 SLC6A4 SMAD6 SMPD1 SPRTN SPSB4 SRFBP1 SRR SSH2 SUDS3 SYNGR1 TANGO2 TCAP TCF12 TCTN3 TFAP2A TFB1M TMEM127 TMEM41B TPI1 TRABD2B TRMT13 TRPC1 TTC22 TUB TYW3 WWC2 YAP1 YEATS2 YTHDF1 ZBTB8B ZNF322 ZNF483 ZNF609 ZNHIT6 MIR1285_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1285_5P AASDH ABRAXAS2 ADGRG2 AFP AMMECR1L ANKRD17 ARL13B BBOX1 C10orf88 C8orf58 CCDC28A CCNE2 CDK15 CDK20 CHCHD3 DAZAP1 DIRAS2 ELAVL2 FAM24B FBXO45 FUT9 GOLGA8H GOLGA8J GOLGA8M GOLGA8N GOLGA8Q GOLGA8R GOLGA8T GPBP1L1 GTF3C4 HAS3 HDAC1 LSM8 MAPK6 METTL13 NAA15 NIM1K PAX5 PDCD6IP PDE4D PGBD2 POU3F1 PRELID2 PTPRN2 RFX3 RFX7 SCP2 SGCB SLC17A6 SLC25A36 SLC5A3 SMIM21 SNAP25 SORL1 SOX6 SPAG9 SPTY2D1 SSBP3 SV2B TBXT TM2D1 TMEM265 TRAPPC6B TWIST2 UBE4B USP48 ZER1 ZNF454 ZNF483 MIR1286 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1286 ABHD16A ABL2 ACIN1 ALPK1 ARAP2 ARHGEF3 ASPH ATP8B2 ATXN1 BACH2 BCAP29 CAMKK1 CD47 CD8B CDC42BPB CFAP43 CHIA CHIC1 CHST5 DDX11 DEK DGKI DIRAS1 DRC1 DYNAP ENTPD5 FBXO11 FBXO41 GAS7 GDF2 HIF1AN HNRNPK IGSF9B IPCEF1 JADE2 KDM6B KLF12 LARP1 LETMD1 LINC03043 MAFB MAGEC2 MAP1B MICAL2 MMP16 MYD88 NCS1 NDE1 NEK9 NFAT5 NXNL2 OPN5 PCDH17 PCSK6 PHYHIP PITPNB PITPNM3 PLIN5 PLXNA4 PPME1 PURB RAB14 RAB5B RASSF5 RORB SDR39U1 SEC24C SF3A1 SIPA1L1 SLC24A4 SLC35A4 SLC39A10 SOGA1 SON SSH1 STK16 STOML1 TAF5L TSPAN11 UBQLN1 USP42 VDAC3 WNT1 ZDHHC15 ZMYM5 ZNF423 ZNF562 MIR1287_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1287_3P ABL2 ANKRD61 AP4S1 BDKRB2 BRWD1 C2orf68 CENPI COG3 CXCR2 DDX60 DNAJC16 GABRB2 GJB4 GNA14 GPATCH8 GPR183 KLHL13 MACIR MSN P2RY14 PAK2 PDIA3 PTPN9 RAB5A RIC8B RNF6 RNF7 RNPS1 SLC1A5 SMIM14 SNAP47 SORBS1 SRP19 UBA2 WDR44 YEATS4 MIR1287_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1287_5P ARHGAP10 ARPC1A ATM BACE1 CACNA2D1 CACNB4 CCDC182 CDCA4 CHD6 CREG1 CYB5B DPP8 DRP2 ELL2 FAM120C FBXO11 GAGE1 GDF11 GIPC3 GPN2 HS6ST3 HYLS1 IGF2BP2 KCTD5 LAMTOR3 LCORL LIMS3 LIMS4 LRIT2 LSM12 LSM6 MARCHF3 MB21D2 MCOLN3 NAV3 NOCT NUP153 OAS3 ORC2 OXNAD1 PARP8 PDCD2 PDZD7 PFN2 PID1 PLD5 PPM1A PTGR3 RAD23B RASSF8 RBL2 RIC8B RPS20 SMLR1 TEAD3 TENT4A TESK2 TIGD5 TIPARP TNN TNRC6C TRIM44 TSC22D2 TTC21B ZCCHC14 ZHX2 ZNF641 MIR1288_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1288_3P APPBP2 ARHGEF6 ARID4A ARL2BP BEAN1 C19orf12 CERS3 DMTN EPHA7 FBXO11 FGF13 FOXO1 GRIK2 HGF HSH2D HTR2C IKZF2 JCAD KIAA2026 LRCH1 MEGF11 NEUROD1 NFKBIZ OR51E1 PM20D2 POU3F3 RAP1A RBMXL1 RIOK2 SERPINB9 SLC24A2 SLC2A2 SMC6 SOGA1 SPRY3 STX1B TAB3 TMEM196 TNPO1 UBFD1 URI1 WWC1 ZFC3H1 ZFPM2 ZNF280C ZNRF2 MIR1288_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1288_5P ADD2 ASB8 BEND6 BRAT1 C6orf120 CADPS CCDC91 CD99 CDC26 CERK COLEC10 CTNND2 CYP7B1 EIF5B ERVMER34-1 FAM114A2 FGFBP2 FMC1-LUC7L2 GBP6 GPR63 GULP1 HDAC6 KAT7 LUC7L2 MAGOHB MEFV MEMO1 MOSPD2 NALCN NOVA1 PABIR3 PATZ1 PLCB1 PPP1R3B RIMS2 RRAS2 SETD7 SMARCA2 SNRNP48 SNX12 SPATS2L SPINK5 SPO11 TAOK1 TENT5A TNPO1 TRAPPC8 UBE2V1 XRN2 YWHAG ZBTB8A ZFAND6 ZNF280B ZNF764 MIR1289 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1289 AIDA AMT ARMC3 ATL2 ATP11B ATPSCKMT ATXN7 BSN C1orf74 C5 CD58 CHSY1 COPB1 DET1 DPP10 DUSP1 EFNA5 GRID2 HMGCS2 IQSEC2 IRF2 KCNA1 KDM5B LMO4 LRPAP1 MAP3K20 MCL1 MOGAT3 MSX2 NAALAD2 NR2C1 NR2F1 NRP1 NUAK2 ONECUT2 PAK6-AS1 PDGFB POU6F2 PPA2 PRMT3 RAB6B SCN1A SEC63 SEPTIN6 SLC25A18 SLC35C1 SLC4A1 SLIT3 SOST SUSD4 THAP12 THEMIS TLN2 TMEM35A TPX2 VCAN WNT2 XPR1 ZNF316 MIR128_1_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR128_1_5P CBFA2T3 CDH15 DUSP8 EFNB3 GNG13 IQSEC2 IQSEC3 NRM RHOA SDK1 SUGP2 TBC1D25 TMED7-TICAM2 TMEM86B MIR128_2_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR128_2_5P CBFA2T3 CDH15 DUSP8 GNG13 IQSEC2 IQSEC3 NRM RHOA SDK1 SUGP2 TBC1D25 TMED7-TICAM2 TMEM86B MIR128_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR128_3P ABCA12 ABCB9 ABHD17C ABL2 ADAMTS5 ADCY2 AFF3 AFF4 AK2 AK4 AKIRIN1 AKR7A2 ALDH4A1 AMD1 AMER2 ANKRD40 APBA2 APOLD1 ARF3 ARHGAP12 ARHGAP21 ARHGAP32 ARHGEF38 ARID1B ARMC8 ARRDC4 ASPH ATP8A1 ATXN10 B3GNT7 BAG2 BAZ2B BCORL1 BEND4 BICC1 BLTP1 BMI1 C1QTNF7 C1orf21 CA10 CA12 CA7 CABLES2 CACNA2D3 CACNG2 CASC3 CBLB CCDC88A CCDC92 CCN4 CCNC CCNK CCNT2 CDH24 CDIP1 CDS1 CECR2 CEMIP CEP76 CHTF8 CKAP4 CLDN18 CLPP CNOT6 CNTLN COL21A1 COL27A1 COL5A1 COLGALT2 COMMD3-BMI1 COPB2 CREB1 CRKL CSF1 CSRP2 CTDSP2 CXADR CYP39A1 DBF4B DCC DCP1A DCUN1D4 DCX DENND1B DHTKD1 DIRAS1 DISC1 DNAAF6 DNAAF9 DOT1L DPP10 DPY19L3 DPY19L4 DTX4 E2F7 ECE1 ECE2 EEF1AKMT4-ECE2 EFR3A EIF2S2 ELMO1 EML1 ENAH EPB41L1 EPB41L4A EPHB2 ERC2 ERLEC1 EYA4 F3 FAM177A1 FAM184A FAM78A FBLN2 FBLN5 FBXO30 FBXW7 FEM1B FNDC4 FOXA3 FRMPD3 FRYL FSD2 FXR2 G6PC3 GAB1 GABBR2 GALNT3 GALNT7 GAPT GATA6 GCC1 GCC2 GCNT2 GEM GIGYF2 GLRA2 GLTP GNS GPAM GPATCH2L GPD2 GREM1 GRIA3 GRIA4 GRIK3 GRIN2D GRM5 GSK3B GSPT1 GTF2A2 GXYLT1 H3-3B H3-5 HAPLN1 HCN4 HECTD1 HIC1 HIP1 HMBOX1 HOXA5 HYCC1 HYCC2 IFITM10 IGLON5 IGSF3 IL13RA1 ING5 INO80D IRF4 IRS1 ISL1 ITCH ITGA5 ITPKC JAG1 KAT7 KBTBD11 KCNK10 KCNK2 KCNN3 KDM3A KDM7A KIRREL1 KLHDC8A KMT2A LBH LHFPL3 LIMK1 LITAF LPAR6 LTBP1 LYPD3 MAP2K7 MAPK14 MAPK8IP3 MAPKAPK3 MARK4 MATN3 MBOAT2 MBTD1 MCF2L MDH1B MDN1 MED12L MED13L MED14 MEGF11 MET MIEF1 MIER2 MINPP1 MIPOL1 MLLT10 MMD MME MNT MOSMO MOSPD3 MSI2 MSL1 MSTO1 MTA3 MTDH MTMR4 MTSS2 MYT1 N4BP1 NAA50 NABP1 NALF1 NALF2 NAV2 NDST1 NEK2 NEMP2 NEO1 NEURL4 NEUROD6 NF1 NFIL3 NFX1 NGFR NKX3-1 NPTXR NRBF2 NREP NRK NRP2 NRXN1 NSD1 NUS1 NXT2 ONECUT2 OPA1 OPHN1 OSBPL10 OTULIN PAIP2 PALS2 PAX9 PCNX1 PDE10A PDE3A PDE7B PDHX PDIA5 PDPK1 PDS5B PGAP1 PHB1 PHF24 PHF6 PITPNM2 PLAGL2 PLCH1 PLCL2 PLK2 PLPPR1 PNKD POGLUT1 POGZ PPFIA2 PPM1E PPME1 PPP1CC PPP4C PRKX PROSER2 PTAR1 PTPN9 PTPRB PTPRQ PTPRT RAB11FIP1 RAB20 RAB39B RAP1B RARA RASGEF1B RCAN2 RCOR3 RECK RELN REPS1 RERE RET RETREG1 RETREG3 RGL2 RHOT2 RND3 RNF144A RNF182 RNF38 RNGTT RO60 ROR1 RPS6KA5 RPS6KB1 RSBN1L RYBP SAMD10 SAMD12 SAMD9L SASH1 SCAF11 SCAI SEC22A SEC24A SEC61A1 SERTAD2 SETD7 SFXN2 SGMS1 SH2D3C SH3BGRL2 SH3RF1 SHTN1 SIRT1 SKA3 SLC22A23 SLC24A4 SLC26A11 SLC35F1 SLC35F3 SLC39A11 SLC39A13 SLC39A7 SLC5A3 SLC6A1 SLC7A11 SLIT2 SMAD2 SMAD9 SMAP1 SMARCA2 SNAP25 SNX12 SNX18 SOCS5 SOCS6 SOGA1 SORL1 SOS1 SOX7 SP1 SP2 SPATA17 SPG21 SPTY2D1 SREK1 SRGAP2 SS18 SSH1 ST14 ST6GALNAC3 STAG1 STIM2 STK24 STK32A STK35 STOX2 STRN4 STX7 SYT1 SZRD1 TCEA1 TEAD1 TET1 TGFBR1 TMC7 TMEM167A TMEM25 TMEM30A TMEM64 TMEM87A TMTC2 TNFRSF10D TNPO1 TPPP TRIL TRIM23 TRPV3 TTC39A TTC39B TTC9 TUB TXNIP UBA6 UBE2E2 UBE2N UBE2V1 UBE2W UBN2 UBR1 UBR5 UGCG UGT8 UNC13C UNC80 USH2A USP42 USP46 USP49 UTP15 VANGL1 VANGL2 VEGFC VPS4B WBP1L WDR7 WEE1 WNK1 WNT3A XPR1 YAF2 YWHAB ZBTB20 ZC3H12D ZDHHC17 ZFHX3 ZFP36L1 ZFP82 ZKSCAN2 ZNF618 ZNF652 ZNF704 ZNF800 ZNF84 MIR1290 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1290 AADACL4 ACER3 ACKR4 ACVR2A ADARB2 AGAP1 AKAP7 AMMECR1 ANK2 ANKRD13C ANTXR1 ANTXR2 APOBEC4 ARHGEF26 ARID4B ARL4C ASXL3 ATF1 ATF7IP ATP7B BECN1 BEGAIN BEND4 BEND7 BPTF BTG2 C11orf54 C20orf173 C6orf120 CALCR CAMK2D CAMK4 CAPN2 CBFA2T3 CBLL1 CCDC117 CCDC142 CD164 CD1E CERKL CFTR CHN2 CHUK CISD1 CLOCK CNOT7 CNTN6 COG5 COL8A1 COLEC12 CPEB2 CREB5 CRTC1 CSTB CUL4A CXorf66 DCX DLG1 DPT DYNC1I1 DYRK1A EBF1 EFNA5 EGFR EHHADH EID1 EIF5 EMP2 EPC2 EPCAM ERBB4 ETV3 FAM53C FAXC FBN2 FGF5 FNDC3A FOXA2 FPGT FSD2 FXR2 GALNT15 GANC GARIN6 GARRE1 GJC3 GOLGA1 GPR34 GREM2 GTF2I GYS2 HIGD2A HS3ST1 HTRA3 HYDIN IL5RA INHBC INVS ITGA4 ITPR2 JARID2 KCNAB1 KCNK2 KDM5A KIF13B KIF19 KLC1 KLF9 KLHL6 LLCFC1 LRRC8C LRRTM2 LRRTM3 LY75 MAGEB1 MAGOH MALT1 MAP3K2 MAP3K20 MARVELD3 MAZ MBNL2 MGME1 MLLT3 MMUT MND1 MRI1 MS4A3 MSI2 MSR1 NAALADL2 NDUFV3 NIPAL3 NRXN1 ODR4 OGN ONECUT2 ORC5 OSBPL6 OSTC OTOGL P2RY1 PALM2AKAP2 PANK1 PCDH7 PDS5A PHF19 PHF6 PICALM PIP5K1B PLCH1 PLEKHH1 POU2F2 PPP4R3A PREX2 PRKACB PRRG1 PSMC2 PTER PTGER4 RAB18 RAB2A RALGDS RANBP1 RASAL2 RASGRF2 REST RGS5 RICTOR RIMBP2 RNF144A RNF19A RNF207 RNGTT RORA RPL34 RPL36A RSBN1L RTKN2 SCAI SCP2 SDHC SEC22C SEC23IP SEMA6A SEPHS1 SFT2D3 SGIP1 SGO1 SH2D1A SHISA9 SKIC3 SLAIN1 SLC13A1 SLC16A7 SLC25A13 SLC4A7 SLC7A14 SMC4 SMIM21 SMTNL1 SNAPC5 SNX9 SOCS4 SORCS1 SP1 SPATA9 SPTA1 SRGAP1 STAG2 STK17A SYN2 SYNPO2 SYT4 TAFA5 TBC1D23 TCN1 TEAD3 TGFB2 THRSP THSD7A TMEM135 TMEM161B TMEM184A TMEM248 TMEM255A TMEM39B TNFRSF8 TNIK TRDMT1 TRHDE TSPO2 TTBK2 TUBGCP3 UBA5 UBE2G1 UHRF2 UNC79 UQCRC1 USP15 USP38 USP43 USP49 VEGFD VIRMA VPS45 WDR77 WNK2 XDH ZBTB24 ZBTB6 ZC3H15 ZDHHC21 ZDHHC5 ZFHX3 ZFP69B ZNF124 ZNF254 ZNF267 ZNF292 ZNF430 ZNF569 ZNF737 ZNF764 ZRANB2 MIR1291 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1291 ACAP3 AQP1 ARID3B ARL4C C11orf21 CABP7 CC2D1A CCDC97 CD79A CDC42EP1 CDT1 CEMIP2 CES3 CRTC1 CUX1 CYB561A3 CYP2C18 DNAJB5 DYNC1I1 EDC3 ELOVL5 ENTREP2 EPHB2 ERMP1 ESYT1 ETV6 F5 FAAP100 FAM153A FBXO10 FBXO41 FGFR3 FHIP1B FOXP4 FOXS1 GLYCTK GPM6A H2AX HMOX1 IL1B IMPA2 IQCE IQSEC2 IQSEC3 KCNQ5 KIAA0319L KIAA1549 KLHDC10 KREMEN1 LIMS2 LMOD1 LYNX1 MAGEA11 MAN1C1 MAPKAP1 MBNL3 MECP2 MFSD14B MGAT5 MUC22 MYORG NF2 NFATC4 NOS1AP NPTXR NR3C1 NRIP1 NUTM2G OAZ2 ODF2 PAFAH2 PAK2 PGAP3 PGM5 PHYHIP PIM1 PLA2G4C PLPPR2 PML PTPA PTPRU RALGDS RASAL2 RASSF1 RBFOX1 REEP2 RGS9BP RNF123 SCN1B SH2D5 SH3PXD2A SHISAL1 SHKBP1 SLC6A3 SLC9A5 SNRPB SRSF9 ST6GALNAC6 TGM4 TIAM1 TIMM22 TOR1AIP2 UNC13B USP37 USP45 VASH1 VSIG4 VWA5A WNT11 XKR7 ZHX1-C8orf76 ZMIZ1 MIR1292_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1292_5P ADAMTS18 APBB1IP DST HSD17B8 IRF1 ITGA11 LRRC69 MANEAL METTL7B MICAL1 MTOR NFKBID PRDM15 RPS3A RPS6KA5 SMARCA1 SRSF6 MIR1293 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1293 ALOXE3 ANKIB1 ARMC8 ASCC1 CALN1 COBL CXXC4 DTNBP1 FBRS FBXO41 FGA FMNL3 GCNT4 GPR55 GRAMD2A GSG1L GTPBP1 HIVEP3 HSBP1L1 IL1RAP KCNAB2 KCNH4 KRTAP5-6 LRP2BP MAPK6 MCCC2 MED13L MGAT5B MYORG NMUR1 NRIP2 NSG1 NXF2 NXF2B PALLD PATZ1 PCBP2 PDZRN3 PHF8 PPARGC1B PPP3R1 PURA RAB14 RAB5IF RIMS2 ROBO2 ROPN1 SESTD1 SGK2 SH3KBP1 SIPA1L1 SLC16A2 SMURF1 SNX19 SORCS2 SYDE2 TAB2 TGIF2-RAB5IF THG1L TMEM217 TTYH3 UCK2 ZMIZ1 ZYX MIR1294 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1294 ABCA1 ADAMTS1 ADAMTS6 ADAMTS8 ADRB1 AGO1 AGO4 AMBRA1 AREL1 ARHGAP28 ARHGEF10L ARRB2 ATG16L1 BBX BNC2 BRCC3 BRWD1 C14orf28 C1GALT1 C6orf132 C8orf58 CBX5 CCND2 CCNJL CD164 CDC34 CDHR1 CELF2 CFL2 CHIC1 CLCN5 CLDN12 COL27A1 COL4A1 COL4A6 CRK CSNK2A2 CSRNP3 CTBP2 CUX1 CXCL8 CYB561D1 DDX19A DDX19B DIABLO DLGAP4 DMD DPAGT1 DVL3 ENPP1 EXT1 FARP1 FIGN FNDC3B FZD3 FZD4 GNS GPX7 GXYLT1 HAS2 HSPA14 IARS1 IGF1R IGSF1 IMPG2 INPP5A KCNQ4 KCTD17 KCTD21 KIAA0930 KLHDC8B KLHL24 KRT20 KRT78 LIMD1 LRCH2 LUC7L3 MACO1 MAN2A2 MEAF6 MLX MSR1 MTOR MYC MYCL MYH9 NCR3LG1 NOL4L NOP14 NPEPL1 OAS2 PABIR1 PALD1 PAPPA PARM1 PBX1 PDPR PIM1 PIP4K2C PPARA PRKAA2 PRRX1 PTP4A2 PTPRG PURB RAB18 RAB3GAP2 RBFOX2 RBMS2 RCN2 RDX RGP1 RGS6 RNF126 RNF170 SART3 SCN4B SCYL2 SEC14L1 SEC24A SEC24C SERF2 SGCG SKIL SLC31A2 SPOCK3 SPTBN4 SPTSSB ST7L STARD3NL SUCLG2 SULF2 SURF4 SYT4 TAF9B TCF7L1 TEAD1 TECPR2 TENM2 TGFBR1 THRSP TMEM144 TMEM178B TMEM26 TMOD2 TMPRSS11B TP53INP1 TRIB2 TRMT13 UBE3D USP12 VPS9D1 YIPF1 YOD1 ZNF33B ZNF644 ZNF689 ZNF714 ZNF782 ZNF835 ZSWIM4 MIR1295B_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1295B_3P ABCC5 ADAMDEC1 C5orf63 CHM DOCK9 FAM20A FRMD3 GASK1A GDAP2 HYDIN KLRF1 PRMT3 RBM24 SAMD4B SH3GL3 SLC17A5 SLC41A2 SMIM17 SOS2 TMEM41A TRAF6 MIR1295B_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1295B_5P ADAM23 AKIRIN1 ARID1A ATOH7 CDC25A CDYL2 CLRN1 CLTC CMTR1 CREB1 CXCR1 DDX17 DNAJA1 DPP10 DYM DYNC1I1 FDFT1 FOXL1 GABARAPL2 GPRASP3 GSDME GSTCD IL20RA ILDR2 JPH3 KDM7A LYPD1 MEF2C MGAT3 MRE11 MRPL33 MTHFSD MYCN NFIX NPAS3 NQO1 NSUN7 PBX1 PCDHB12 PCSK9 RALA RB1 RBMS1 RCAN2 RGS8 SCEL SCN8A SERAC1 SH3BP5L SHROOM3 SIRPA SMG7 SMIM10L1 SMURF1 SON SOX1 SOX30 SPCS2 TENM2 TEX261 TFEC TMED2 TNKS2 TRAK1 UBE2Q2P13 UPF1 VPS35 WRNIP1 XK ZC3HC1 ZCCHC2 ZNF621 ZNF827 ZRANB1 MIR1296_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1296_3P ACSM1 AMPD3 APLP2 APPBP2 C6orf15 CASD1 CBLN3 CHRD CHRNB2 COL26A1 CORIN DDX19A DEUP1 EGR3 FPGT-TNNI3K GNG13 GTPBP2 ILRUN INSM2 KCND3 KCNE1 KIF21B MAGOHB MAN1A1 NFE2L1 OLFML3 PBX2 SENP2 SNX21 SPINDOC TNFAIP1 TNNI3K TSC1 TSKU UTP25 VPS45 ZNF276 ZNF829 MIR1296_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1296_5P CEBPZOS CGGBP1 CLEC12B CTNND1 DARS1 EGR2 ELAC1 ERV3-1 FOXJ2 HECTD4 LCOR NRCAM PDZK1IP1 POLA1 PPP1R11 RNF123 SETDB1 SF3B2 SFPQ SLC1A1 SLC38A5 SLC41A1 SNRPB SSUH2 SYN1 SYN2 TGDS TMEM239 TRIL UGT3A1 WASHC4 ZNF521 ZNFX1 MIR1297 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1297 ABCC4 ABHD18 ABHD5 ABL2 ACADM ACAP2 ACBD5 ACSL3 ACVR1C ADAM17 ADAM19 ADAM23 ADAM9 ADAMTS17 ADAMTS19 ADAMTS6 ADGRG7 ADM ADRA1A AGPAT5 AKAP7 AKIRIN1 ALDH5A1 ALS2 AMOT ANKRD28 ANKRD52 ANKRD63 ANKS1A ANKS1B APCDD1 APPL2 ARFGEF1 ARHGAP21 ARL5B ARL6IP6 ARMCX2 ARPC3 ARPP19 ARPP21 ART3 ASPN ATAD1 ATAD2B ATF2 ATM ATP11C ATP1A2 ATPAF1 ATXN7 B3GNT5 B4GALT4 BAG4 BAK1 BARD1 BAZ2B BBS7 BBX BCL7B BCR BEND4 BFAR BHLHE40 BID BLOC1S2 BLTP3A BMPR1B BOD1 BOD1L2 BRWD1 BTBD7 BTG1 C18orf25 C2CD5 CACNA1C CACNB2 CAMSAP1 CAMSAP2 CAPZA1 CARF CARMIL1 CASZ1 CBLB CBLL1 CCDC28A CCDC6 CCDC82 CCND2 CCNJ CCNJL CD200 CD2AP CDC37L1 CDC6 CDH11 CDH20 CDH4 CDK13 CDK2AP1 CDK6 CDK8 CEBPG CELF2 CELSR1 CEMIP2 CEP350 CHAC1 CHD1 CHFR CHIC1 CHORDC1 CHSY1 CILP CIPC CLASP2 CMTM4 CNOT4 CNR1 CNTNAP3 CNTNAP3B COL10A1 COL12A1 COL19A1 COL1A2 COL22A1 COL5A1 COMMD8 CPD CPED1 CPPED1 CPSF2 CRADD CREB1 CREBBP CREBRF CREBZF CTH CTNND2 CTSV CTTNBP2NL CTXN3 CXADR CXXC4 DAPK1 DBF4B DCDC2 DCLK1 DCUN1D3 DDX17 DDX52 DENND1B DEPDC1 DFFB DGKH DLG5 DMRT3 DMXL1 DNA2 DNAAF6 DNAL1 DNMT3B DOCK4 DTD2 DUSP5 DYRK1A E2F7 EAF1 EDEM3 EDRF1 EIF2S1 EIF4G2 EIF5 ELAVL2 ENOSF1 EP300 EP400 EPB41L3 EPC1 EPC2 EPHA5 ERC2 EREG ERLIN1 ESR1 ETNK1 EXOC8 EYA3 EZH2 FA2H FAM136A FAM149A FAM172A FAM199X FAM227A FAM8A1 FAM98A FANCF FBXL19 FBXO11 FBXO28 FBXO42 FCAR FGD1 FGF18 FHIP1A FKTN FLVCR1 FPGT FRAT2 FRMD4B FRZB FUT9 G2E3 G3BP2 GABRA4 GABRB2 GALNT10 GBP1 GMDS GMFB GMNC GNA13 GNPNAT1 GOLGA3 GPALPP1 GPR52 GPSM1 GRB10 GRHL3 GRSF1 GSK3B GTF2A1 HAS3 HDAC9 HEPHL1 HERC2 HGF HMGA1 HMGA2 HOOK3 HOXA5 HOXA9 HOXC4 HOXC9 HOXD13 HSPA8 HTR1B IARS1 ICE1 IL18R1 INHBB INTS2 IPMK IPO7 IQCJ ITGA5 ITGA6 ITGB8 ITPRID2 JAG1 JARID2 KAZN KBTBD8 KCNJ2 KCNQ4 KCTD18 KIAA1549L KIAA2013 KLF4 KLHL18 KLHL42 KPNA2 KPNA6 LARP1 LARP4B LEF1 LIMS1 LIN28B LMLN LNX2 LOXL2 LRRC2 LRRC74B LSM11 LSM12 LSM2 LTBP1 MAB21L1 MAEA MAN2A1 MAP2 MAP3K7 MAP3K9 MAP7 MAPK6 MARK1 MAT2A MATR3 MCL1 MCUR1 MDN1 METAP2 MEX3B MFHAS1 MFSD14A MICAL3 MIER1 MIER3 MINPP1 MKNK2 MLANA MLLT3 MMP16 MRAS MSMO1 MTDH MTFMT MTM1 MTTP MTX2 MXI1 MYH10 NAA15 NAB1 NABP1 NACC2 NAGPA NAMPT NAP1L5 NATD1 NCEH1 NCOA4 NEK1 NEK6 NFE2L3 NHS NID1 NIPA1 NIPAL2 NLK NPR3 NSD2 NT5C1B-RDH14 NT5DC1 NUDT11 NUP50 NUS1 NXPE3 OSBPL11 OSBPL2 OTUD4 OVOL2 PAG1 PAK2 PALM2AKAP2 PALM3 PALS2 PAN3 PARP14 PARPBP PAWR PCDH18 PCDH9 PCNX1 PDE7A PDHX PECAM1 PEDS1 PELI2 PEX13 PFDN4 PFKFB2 PFKFB3 PGM2 PGRMC2 PHAF1 PHF14 PHF20L1 PHF21A PHF3 PHF6 PHLDB2 PHTF2 PIAS2 PIK3R3 PIM1 PITPNC1 PJA2 PLCB1 PLEKHG1 PLEKHH1 PLOD2 PLP1 PMAIP1 POLH POLR3G POM121 POM121C PPP1R15B PPP1R3D PPP2R3C PPP3CB PPP3R1 PPP4R1 PRKCD PRKCQ PRLR PRR5L PSD3 PTBP3 PTEN PTGS2 PTPRD PURG PYGO1 RAB21 RAB5IF RALYL RAP2C RASSF3 RB1 RBM20 RBM24 RBM46 RCBTB1 RCC1L RCN1 RCN2 RCOR1 RDH14 REEP3 REEP4 REPS2 RESF1 REST RFK RFX3 RFX7 RGS4 RHD RHOQ RHOU RIPPLY3 RLF RNF141 RNF6 RPGR RPS6KA6 RSPRY1 RTF1 RUFY2 RYK SACS SALL3 SAMD8 SBNO1 SCAMP1 SCN9A SELP SEMA6D SENP5 SEPTIN10 SERBP1 SF3A1 SFPQ SFT2D3 SFXN1 SH3D19 SH3PXD2A SH3RF1 SHANK2 SKP2 SLC16A6 SLC19A2 SLC1A1 SLC22A23 SLC24A4 SLC25A16 SLC25A20 SLC25A36 SLC2A13 SLC2A14 SLC2A3 SLC30A7 SLC33A1 SLC35E4 SLC36A4 SLC38A2 SLC45A4 SLC4A4 SLC5A1 SLC7A11 SLC9A2 SMAD1 SNN SNX20 SOCS7 SOWAHC SPCS3 SPDYE5 SRCAP SRGAP1 SRP19 SRSF6 SSH2 SSX2IP ST6GAL2 STK39 STRADB STRBP STXBP5 STYX SULF1 SUZ12 SV2C SYNPO2 SYT10 TAF2 TAF9B TANC2 TAOK1 TBC1D15 TBC1D30 TBC1D4 TENT2 TET1 TET2 TET3 TFAP2A TGIF2-RAB5IF THAP2 THAP5 THUMPD3 TJP2 TM2D3 TMC7 TMCC1 TMEM106B TMEM132C TMEM135 TMEM184B TMEM248 TMEM260 TMEM265 TMEM64 TMEM68 TMEM86A TNNT1 TNPO1 TNRC6A TNRC6B TNRC6C TOB1 TOP1 TP53INP1 TRANK1 TRDMT1 TRIB2 TRIM65 TRPC3 TTC13 TTC28 TTPA TTPAL TWF1 UBA5 UBE2E2 UBE2G1 UBE2H UBE2J1 UBE2K UBE4B UBN2 UBR3 UCK2 UFM1 UGT8 ULK1 ULK2 USP15 USP25 USP3 USP37 USP53 USP6 USP9X VANGL2 VDAC1 VGLL4 VPS13C WDR20 WDR33 WNK1 WNK2 WNK3 YAF2 YPEL1 YTHDF3 ZBTB18 ZBTB20 ZBTB44 ZCCHC24 ZDHHC18 ZDHHC20 ZDHHC6 ZFC3H1 ZFHX4 ZIC5 ZNF12 ZNF148 ZNF235 ZNF236 ZNF410 ZNF430 ZNF44 ZNF462 ZNF469 ZNF516 ZNF598 ZNF608 ZNF652 ZNF664 ZNF708 ZNF710 ZNRF3 ZSWIM6 MIR1298_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1298_3P APTX ARHGAP28 AZIN1 C19orf44 CDYL2 CORO1C CXCL12 DNAJB4 ERVFRD-1 FAM120C FBXO33 FSHR G6PC3 GDF6 GIPC3 HDDC3 HLF INS-IGF2 IRF2 LYN MARCKS NEDD4 OAS2 PDE3A PDE8A PLAT PRDM5 PSMD12 RTCA S100Z SASH1 SH2D7 SMAD6 SPCS1 SV2C TMEM260 TMEM80 U2SURP UBE2E3 ZFP3 ZNF124 ZYG11B MIR1298_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1298_5P ABHD17B AGFG1 APC ARID2 ARMC8 BAG4 BMP7 BTBD3 CERS6 CHIC1 DACH1 DGKH GNG2 HTR2B IPMK JAGN1 JMJD4 LRRTM3 MEP1A MR1 MXI1 MYZAP NCAM1 NEO1 NUFIP2 OTUD1 PDGFRA PML PNKD PRDM4 SERPINF2 SHC4 SNAP25 SOCS6 SOWAHC SPN SPSB4 SRPK2 SYTL4 TENM2 UBA52 YBEY ZCCHC14 MIR1299 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1299 A1CF ABCA1 ABCA12 ACO1 ADAM21 ADAMTS5 AEBP2 AGO2 ALG2 ANKMY2 AOPEP ARF6 ARFGEF2 ARHGAP45 ASB7 ATF7IP ATP13A3 ATP5MG ATP6V0C B3GNT2 BACH2 BICD2 BMPR2 BRWD1 BSPRY BTAF1 BTBD1 BTN2A2 C1orf21 C6orf62 CAMK1D CASP14 CAST CBLB CCDC47 CCER1 CD164 CD22 CD24 CD34 CD84 CD99L2 CDK6 CDKAL1 CEP162 CEP170 CEP41 CEP44 CEP68 CFLAR CHCHD3 CHST10 CHST11 CLCN3 CLK4 CLPTM1L CNOT2 CNTNAP2 COLCA1 CPT1A CR1 CREBZF CSRNP3 CTBS CTCF CTDSPL CYP4F2 CYP4F3 DDAH1 DERL2 DHCR24 DHRSX DISC1 DLG4 DNAJB4 DNAJC30 DNM1L DNMT3A DRD1 DUSP16 EDEM1 EGLN3 EIF2B1 EIF5A2 ELOVL7 ENPP6 ENSG00000230707 EPHA7 ERCC2 ESRRG ETF1 ETS1 EVC EYA4 FABP3 FAM172A FANCF FBRSL1 FN3KRP FNBP1 G3BP2 GAS8 GATA6 GBX2 GCOM1 GDPD1 GET1-SH3BGR GFM1 GIPC3 GLCE GLT1D1 GNB4 GNPDA2 GOLGA6C GPATCH8 GPD1 GPM6B GPR107 GPR139 GPR158 GPR161 GPR3 GRIA2 GRIA3 GTF3C4 GXYLT1 GZF1 HAL HCN4 HECA HGSNAT HHIP HIPK2 HLA-A HLA-B HOXC10 HPS3 IFNGR2 IFT52 IGF2BP3 IL1RAPL2 IL31RA IL6ST ITCH JADE1 KCNIP1 KCNIP4 KCNQ3 KDM6A KDSR KIAA1217 KIF13A KLF2 KLHL12 KLHL15 KRTAP1-3 LDAH LENG8 LHX9 LOX LPIN2 LRP3 LRRC10 LRRTM3 LZTFL1 MAGI3 MAN2A1 MANSC1 MAP1B MAPRE2 MAST4 MBNL2 MBNL3 MC2R MCU MECP2 MED17 MEGF10 METTL8 MID1 MIER3 MLIP MLLT3 MOB1A MPZ MRPL32 MRS2 MSRB3 MTX3 MXD1 MYCL MYRIP MYSM1 NAA25 NAV3 NCALD NEUROD1 NFAT5 NINJ1 NKRF NOL6 NPAP1 NSD2 NUMBL OTULINL PADI1 PAQR3 PARG PARVA PCDH7 PCID2 PDE12 PDXDC1 PF4V1 PGR PHC3 PHF24 PHTF2 PIK3CA POLR2M PPIP5K2 PRKCB PRKD3 PRKN PRLR PROX2 PRRC2C PTBP1 PTCH1 PTGS1 RAB20 RALGAPB RASEF RASGRP2 RASL11B RBFOX2 RBM18 RGS8 RIMS4 RLIM RNF114 RNF180 RNF20 RTL5 RTL8B RYK SCML1 SCN5A SEMA4D SETDB2 SH3BGR SH3BGRL2 SH3PXD2A SH3TC2 SHC3 SHISA6 SKIL SLC16A10 SLC27A2 SLC2A12 SLC2A5 SLC30A4 SLC30A9 SLC4A9 SNX19 SOX6 SPATA5 SPOP SPTSSA SRSF8 SRSF9 SSUH2 STAMBPL1 STAT3 SUDS3 SULF1 SUMO2 TAF12 TAPT1 TCF20 TCFL5 TDGF1 TENM1 TESPA1 TFDP2 THAP12 THEMIS TIGAR TIGD6 TM9SF3 TMEM167A TMEM196 TMEM199 TMEM45A TMEM64 TMEM72 TMOD2 TMPPE TNFRSF19 TOR2A TOX3 TP63 TPP1 TPP2 TRABD2A TRIM33 TRIT1 TSNAX TTC26 TTC28 TVP23C TWF1 TWSG1 UBE2R2 UBE3A UBN2 UBTD2 UNG VEGFA VPS41 WDR48 YY1 ZBTB20 ZBTB38 ZC3H4 ZEB1 ZFHX3 ZMYM2 ZNF326 ZNF395 ZNF584 ZNF780B ZNF850 ZNRF1 ZSCAN2 MIR129_1_3P_MIR129_2_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR129_1_3P_MIR129_2_3P ABITRAM ABLIM1 ACAT2 ARAP2 AZIN1 BAALC BAG3 BDKRB2 BIRC6 BZW1 C14orf28 CALCOCO2 CALN1 CAMKK2 CCDC186 CCNJ CCP110 CEMIP2 CHST14 CLASP1 CNOT9 COLGALT2 COQ3 CPEB1 CSRP1 DCAF10 DGKI DLG2 DLGAP4 DLK1 DOLPP1 DYRK3 E2F5 EGLN1 EGLN3 EIF3J ELOVL2 ERBIN FAM120AOS FAM124A FAM220A FMNL2 FRMD3 FRYL GABRA1 GNRHR GOLT1B GPD1L GPR137C GPRIN2 GRIK4 H3-3B HECTD1 HMGCS1 HOMER2 IL17A ILDR2 KCNB1 KIAA1217 KLHL13 KPNA4 KRT26 L3HYPDH LHFPL2 LHFPL6 MAP3K1 MARF1 MEMO1 MINAR1 MKI67 MPZL1 N4BP1 NALF1 NFAT5 NFATC2IP NMNAT2 NPTN NR3C1 NUP98 OSBPL10 PARP1 PHF21A PHTF2 PKIA POTEC PPP6C PREP PRKCE PRPF39 PTAR1 RAP2A RASAL2 RBMS3 RCAN2 RHOBTB1 RHOU RIC3 ROBO1 RTN3 RUNX2 SACS SBK1 SCARF1 SCN3B SEC14L1 SEC63 SESTD1 SHISA6 SHISA7 SPRED1 STT3B SYT4 TANC2 TET3 TIAM1 TLCD5 TMEM100 TMEM64 TRIB1 UNK USP13 USP25 USP32 VTI1A WDFY4 YES1 YTHDC2 ZBTB44 ZCRB1 ZNF516 ZNF609 ZNF704 MIR129_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR129_5P ACSL4 ACTN1 ACTN4 ACVR1C ADAM10 ADCY2 ADD3 AGO3 AHDC1 AKAP10 ALOX12B AMMECR1 AMOTL2 ANKS1B APC APCDD1 APOOL ARHGEF10L ARID1B ARID4A ARL10 ARL17A AS3MT ATF7IP ATP2B3 ATRN AUTS2 BACH2 BEAN1 BEND7 BICD2 BPTF C14orf28 C1RL C2orf88 C3orf38 C6orf47 CACNB4 CACNG2 CADM1 CADM2 CAMK1D CAMK2N1 CAMK4 CAMTA1 CASP6 CBLB CBLIF CBX4 CD2AP CDC42EP3 CDCA2 CDH12 CELF1 CELF2 CERS6 CFAP68 CHMP2B CHRNA3 CIB2 CKAP4 CLNK CLOCK CNN3 CNTN4 CNTNAP2 COL1A1 CPT1A CREB5 CSMD2 CTBP2 CTH CYP20A1 DAB2IP DCAF5 DDHD1 DENND1B DGKH DLK1 DNAJB5 DNMT3A DSE DSTYK DUSP10 EBF1 ELAVL4 ELF1 ELK3 EP300 ERAP1 ETS1 ETV1 ETV5 ETV6 F13A1 F2R FAT3 FBXL4 FCHO2 FHIP2A FKBP5 FMR1 FNDC5 FOXP2 FRYL FST FTHL17 FUT9 FXR1 G3BP1 GABBR2 GALNT1 GANC GFRA2 GK5 GLCCI1 GLUL GNAQ GNRHR GRIA4 GRM5 GTF2A1 GTF2H5 HAPLN1 HBS1L HCN1 HDAC9 HIPK1 HIPK2 HOXA5 HOXC10 HS1BP3 ICAM4 IFFO2 IFT80 IGF1 IGIP IKZF2 IKZF5 IL17RB IL27RA INHBC INO80D ITPR1 IVD JADE1 JARID2 KANK4 KCNB1 KCTD1 KIAA0232 KIF1B KIF26A KLF17 KLF7 KLHL24 KLHL31 KLHL32 KLHL5 LAMA4 LARP1 LDB3 LEPROTL1 LIMS1 LIN54 LMNA LPP LRIG3 LRRC2 LRRC4C LYRM7 MAN1A2 MAP3K13 MAPRE1 MARVELD3 MAST4 MATN2 MATR3 MBNL1 MBNL3 MDM4 MED12L MED13L MED26 MED29 MEF2A MEGF11 MEPE METTL2A MFAP3L MGLL MINAR1 MINDY2 MME MMP19 MRPL44 MTF1 NALF1 NEBL NEDD1 NEUROD2 NEXMIF NFIB NFIC NIPBL NOL4 NPEPPS NR2C2 NR4A2 NRG2 NRXN1 NRXN3 NUP50 NUS1 OSTM1 OTUD6B OTUD7B OTX1 OXR1 PAK3 PALM2AKAP2 PAX6 PBX1 PBX3 PCDH17 PCDH7 PCLO PDE12 PDS5A PDZRN4 PGR PGRMC2 PHAX PHF21A PHIP PIAS4 PIEZO2 PIGBOS1 PIGK PIK3R1 PITPNB PKHD1 PKNOX1 PLA2G12A PLAGL2 POLR3E POU2F2 PPP1R12A PRR11 PSD3 PTP4A1 PWWP3B QKI RAB3B RARRES1 RASSF6 RBFOX1 RBMS1 RBMS3 REEP1 RGS17 RIMS2 RNF165 RPS6KA5 RPS6KB1 RRAGD RUNX1 RUNX1T1 RYR2 S1PR3 SATB1 SBF2 SBK1 SBNO1 SCAI SCN8A SDAD1 SEC14L1 SEMA6A SESTD1 SGCD SGMS1 SHISA9 SLC13A1 SLC17A6 SLC25A25 SLC9A7 SMAD4 SMIM9 SNRNP27 SNTN SOS2 SOX4 SSH2 STAT5B STEAP2 STIM2 STOX2 SUGP2 SUN2 TAB1 TAOK1 TAOK3 TASOR2 TCF20 TCF4 TDRP TENM1 TENT4B TENT5A TERF2 THUMPD1 TIAL1 TMEM168 TMEM245 TNFRSF9 TNFSF11 TNRC6B TNRC6C TOX TRIM49 TRIM49C TSHZ1 TSHZ2 TYW1 TYW1B U2SURP UBASH3B UNC13A UNC13D UNC5D UNC80 UQCRHL USP13 USP49 USP6NL USP9X VASH2 VCP VGLL4 VPS26A VPS36 VXN WDR59 WDR5B WNK3 WNT5A XIRP2 XKR4 YIPF5 YIPF6 YWHAB ZBTB10 ZBTB20 ZBTB4 ZFHX2 ZFHX3 ZFP1 ZFP36L1 ZFP36L2 ZMAT2 ZMAT3 ZMIZ1 ZNF281 ZNF385D ZNF426 ZNF470 ZNF570 ZNF678 ZNF704 ZNRF1 ZXDA MIR1301_3P_MIR5047 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1301_3P_MIR5047 ABCF2 ANK2 ARL5A ATP1B3 ATXN1L B3GAT1 BACH2 BCL9 BCLAF3 C17orf58 C1QTNF9 C5orf47 CCDC103 CCDC152 CCDC185 CCN4 CDK13 CDK17 CNTLN COL12A1 CSMD1 CSNK1G3 CYB5B DCX DDX47 DIP2C DNAJC27 DPP10 ELF3 ELMOD1 ENTREP3 EYA3 EZH2 FBXO11 FBXO34 FDX2 FGD4 FHIP2A FOXP4 G3BP2 GDI2 GXYLT1 HIPK3 HOXC4 HS3ST3A1 HS6ST3 HTRA3 IGDCC4 KANSL1L KCNK9 KIAA1549 KIF23 KLF12 KLHL31 KMT2A KMT2D LIMA1 LMNB1 LYPD1 MAP4K4 MARCKSL1 MBNL1 MCTP2 MECP2 MKRN2 MTARC2 MTF2 NFIC NR2C2 NR4A3 OSBPL6 PAIP1 PALM2AKAP2 PCBD2 PDE4D PDIA3 PDIK1L PHACTR3 PHF19 PHTF2 PIF1 PLAAT5 PLEKHA7 PMEPA1 PPIP5K2 PPP1R16B PSMF1 PTPN1 RAB10 RELL1 REST RHEB RICTOR RNF222 RNF38 RNLS RSBN1 SATB2 SH3TC2 SKIL SLITRK4 SRXN1 SUCO TCF4 TEX2 TNPO1 TNPO3 TNRC6B TSHZ3 WAC ZBTB18 ZFPM2 ZMYND11 ZNF181 ZNF302 ZNF333 ZNF827 MIR1301_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1301_5P ADAM12 ADD3 ANKRD42 ARIH1 B3GNT2 CAMSAP2 CPEB2 EIF4E2 ERI1 FAM98A GPD2 HMGN3 HOXB13 HTR5A INSM2 ISLR KCNMB2 LHCGR LRAT MACIR MAN1A2 MAP2 MIER3 MYLK3 N4BP2L1 NCK1 NCSTN NUDT7 OOSP2 RABEP1 RGS8 RNF10 RNF166 SCD5 SLC35A1 SLC6A1 SNAP25 SNX18 TAOK2 TEP1 THSD7A TMEM33 TRABD2B TRIM8 TSPAN7 URI1 WNK1 WNT2 XRN1 ZBTB34 ZFHX2 ZRANB1 MIR1302 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1302 ALDH5A1 ARHGAP32 ARID5B ATL2 BCO2 BTF3L4 C11orf58 CAVIN3 CDK19 CELF1 CEP20 COL4A3 CSGALNACT2 CTBP2 DISC1 DOCK3 ENSA ENSG00000255537 ESR1 FBXO11 FKBP7 FNBP1L GCSAM GMEB1 HUWE1 ING2 ITGAE KCNB1 LHX6 LIAS LIX1L MAP2K3 MDN1 MINDY3 NAA30 NEDD1 NEXMIF NMBR NRF1 OBSL1 ONECUT2 OST4 PECR PER1 PGM1 PLAAT2 PPM1F PSMC4 PTK2B RAB23 RABGAP1L RASL10B RNF4 RUSC1 SCN4B SEPTIN3 SHPRH SKP1 SLC36A4 SMAD2 SPIDR STMN1 SYT10 TASOR TIPRL TM6SF1 TRARG1 TRPS1 UBA6 UMPS VSNL1 YWHAZ ZNF736 ZRANB1 MIR1303 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1303 ABCA13 ABCB5 ABHD5 ACADL ACTL6A ADAMTSL1 ADAT1 ADH1B ADRA1A AGMO AGTR1 ALG10B AMACR ANAPC16 ANKDD1A AOC3 ARMC1 ASF1A ASL ATF6 ATG3 ATRX AVL9 BACH1 BAG2 BCL11A BLZF1 BOLL C12orf29 C2orf69 C8orf88 CA2 CAMSAP2 CAPN7 CCDC148 CD46 CHEK1 CLDN18 CLIC6 CNTNAP2 COBL COPS2 CRIPT CSNK1G3 CTSO CXCL11 DCDC1 DCK DGKH DNM3 DOP1B DTNB EBF1 EEF1AKMT3 EFNA5 EGR2 EIF4E ELOVL6 ENPP2 EOMES EPHX4 ERVFRD-1 EVI2A EXOC6B FAM131A FAM199X FAM81A FAM9A FAM9C FAN1 FBXL17 FOXO3 FOXR2 FRS2 GALNT13 GDF9 GOLGA6L4 GOLGA6L9 GORAB IDS IGSF1 IPMK ITPRID2 KATNAL1 KBTBD6 KCTD12 KLHDC10 KLHL7 L3HYPDH LSAMP LTBP1 MAX MCOLN2 MGP MID1 MLF1 MLLT3 MOB3B MYLK MYO6 NAA50 NALF1 NETO2 NISCH NOS3 NOVA1 NR2C1 NR3C1 NR4A3 NR6A1 NRAS NSMAF NTRK2 OGFRL1 OTOF P2RY14 PAGR1 PAPOLB PATZ1 PAXIP1 PDE1C PDGFD PDIA3 PEAK3 PHTF2 PI15 PIK3C2B PIKFYVE PLCB4 PML PMS1 POLR2F POU4F2 PPM1E PPP3CA PRRC2C PSEN1 PSMD7 PTCH1 PUM1 PXDN PYGO1 RBM28 RFLNB RIC8B RNF152 RNF182 RRP15 RSBN1 RTKN2 RUNX2 SAMD12 SCN3B SCYL3 SEC24A SECISBP2 SETD7 SGCB SGIP1 SH3BP4 SH3YL1 SHQ1 SIDT1 SIRT2 SLC25A53 SLC30A4 SLC35E3 SLC35G1 SNX2 SNX31 SORCS1 ST8SIA4 STATH STRBP TAB2 TASOR TCEANC TCERG1 TCF12 TET1 TET2 TG THSD7A TMEM108 TMEM151B TNFAIP8L3 TNPO1 TNRC6B TPRG1 TRAF3 TRIM33 TRNT1 TUBA1A UBXN2B UNC13C USP43 VWC2 WDR7 XRRA1 YWHAZ ZBTB41 ZBTB6 ZHX3 ZMAT1 ZNF217 ZNF276 ZNF605 ZNF644 ZNF69 ZNRF2 MIR1304_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1304_3P AAK1 ABCA9 ADH6 ANAPC16 APBA1 ARID1A ASCC1 ATXN1L BMS1 C17orf107 CACNG8 CALHM4 CARS1 CCNG2 CD109 CDC42SE2 CENPK CEP57L1 CERS6 CHM CNN3 COPS7B CREM DKC1 DMRT2 DNAI4 DNAJA3 EDEM3 ELAC2 F2R FAM120A FAM227A FAR2 FOXI1 FRMD5 FZD3 GBP7 GPR158 HLTF HMGCS1 HTR2C IBA57 IL1RAP IL1RL1 IRX3 ITGB3 KCNJ6 KCTD18 KIAA0232 KIAA0586 KLK11 LMCD1 MAP3K9 MAP6D1 MAPK6 MED6 MFSD14A NALF2 NFATC4 NHS NLK NOTCH2 NR3C1 NRN1 NXPE3 ORAI2 PAGR1 PARD3B PCDH17 PDE3A PGM1 PIGG PLPBP PNPLA3 PPP2R5A PRICKLE2 PTGFRN RNF138 RRP7A SCAF8 SCP2 SERTM1 SLC19A3 SLC7A2 SMIM19 SOWAHA STARD13 STARD3NL STT3B TAFA1 TDRD15 THRB THUMPD2 TMEM260 TMEM8B TRIB1 TRIM10 TYR UNC5D USP50 VPS33B VPS37A ZCCHC3 ZER1 ZFP91 ZMAT4 ZMYM3 ZNF177 ZNF354C ZNF559-ZNF177 ZNF596 ZSWIM6 MIR1304_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1304_5P ACBD3 ACVR1C ADIPOR2 AKR1B1 AKR1C2 ALS2CL ANK2 ANTXR2 ARMCX5 ARPP19 B4GALT6 BAIAP2 BCAT1 BHLHE41 C9orf40 C9orf85 CALM2 CAPRIN2 CCDC198 CCN2 CCNG1 CDH13 CENPL CHP1 CHST3 CMTM4 CNOT4 CPEB4 CSTF3 CXADR CXCL13 CYTH1 DCTD DIPK1A DNER DPYSL3 EFEMP2 ELAPOR1 ENOX2 ENTPD1 EXOG FBXL17 FBXO45 FOXL2NB FUT4 GJB2 GNAQ GNPAT GORAB GPATCH2 GRK5 HEY1 HMGA2 ICE2 IPO11 ITGA1 KAT2B KCNK4 LARP4B LRRC7 LY6E LYPD3 MAP9 MEF2C MEIS2 MINDY2 MKX MPZ MRPL30 MYC NMUR2 NPHP3 NR2E1 OCSTAMP PABIR2 PACRGL PCGF3 PDE4A PFKFB2 PLA2G3 PLXNA4 POGLUT3 PPIL6 PPP2R3A PRKG1 PRR9 PRUNE2 PTPN11 PTPRJ RAD1 RNF168 RTL9 SCYL2 SCYL3 SENP5 SLC35F6 SLC4A4 SLCO5A1 SOX5 SPICE1 SPIRE1 SSH2 STAT5B STRIP2 STX6 SYNPO TAGAP TCP10L2 TET3 TIAL1 TIMM9 TLE4 TMBIM6 TSPEAR UHRF1 UNC5D UQCRQ USP47 VPS13D VPS37A VSTM4 WFIKKN2 WNT3A ZBTB25 ZDHHC6 ZFP28 ZNF100 ZNF134 ZNF319 ZNF704 ZSWIM6 MIR1305 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1305 ABCD2 ABTB3 ACACB ACOT9 ACVR2A ACVR2B ADCYAP1 ADH4 ADH7 AEBP2 AGK AGTPBP1 AHR AKAP11 ALAD ALS2 AMBN AMD1 ANKRD13C ANKRD30A AP1S2 APOLD1 ARFGEF3 ARFIP1 ARHGEF7 ARID4B ARL5A ARL6IP6 ATG12 ATOSA ATP11C ATP2A1 ATXN1 ATXN7 ATXN7L1 AZI2 BANK1 BCL6 BCLAF1 BCLAF3 BLOC1S6 BNC2 BPNT2 C12orf29 C12orf40 C15orf40 C17orf100 C1orf174 C22orf39 C8orf44-SGK3 CACNA2D1 CACNB4 CASQ2 CAV1 CCDC126 CCDC18 CCDC90B CCN2 CCSAP CD1D CDC14B CDH6 CDIN1 CDK12 CDKL1 CDYL2 CEP170 CEP350 CEP41 CEP63 CFAP206 CHD6 CHL1 CITED2 CLCN4 CLINT1 CLIP1 CLOCK CLVS1 CLVS2 CNOT6L CNTN1 CNTN3 CNTN4 CNTNAP3B COL25A1 COMMD2 COX15 CPSF6 CPSF7 CREBRF CREBZF CRLS1 CRTAP CSAD CSGALNACT2 CSTF2 CTDSPL2 CXCL11 CYREN DAAM1 DCAF8L1 DCLK1 DCUN1D1 DDI2 DENND4A DENND5B DENND6A DGKH DHX15 DNAAF5 DNAH5 DNAJC27 DOK6 DTD2 DTWD2 DYRK1A DYRK2 EAF1 EEF1E1 EFR3A EHF EIF2S1 ELK4 ELL2 ELMOD2 ELOC ENPP5 EP300 EPB41L5 ERC2 ESCO1 ESCO2 ESM1 ESRRG ETNK1 ETV5 EXD2 EYA3 EYA4 FAM149A FAM199X FAM241A FAM81A FAN1 FANCF FAR1 FAT3 FAXC FBXO15 FCHO2 FGD4 FGG FGL2 FLRT2 FLRT3 FNBP1L FOXO3 FOXP1 FRMD6 FSTL5 FZD3 G3BP2 GABRA4 GALNT3 GALNT7 GAN GCFC2 GCN1 GCNT1 GDA GGCX GID8 GK5 GMCL1 GNG2 GPC6 GPR37 GPX8 GRIA4 GUCY1A2 HAPLN1 HCN1 HDAC9 HDHD2 HIPK1 HMGA2 HMGB1 HMGCR HOOK1 HOOK3 HSPA4L HYCC2 IGF1 IGF2BP3 IGSF3 IKZF5 IL17RD IL23A ILF2 INSC IPP ITGB1 ITPR2 JADE1 JAKMIP2 JPH1 KANSL1 KATNBL1 KBTBD11 KCNA1 KCTD9 KDM7A KIF21A KIF3C KIFBP KITLG KLF11 KLF12 KLF5 KLHL15 KLHL24 KLHL42 KPNB1 KRAS LARP4 LARP4B LARP7 LAT2 LBH LBR LDLRAD4 LLGL1 LNX2 LPAR1 LYRM2 MAB21L1 MACIR MAGEH1 MAP10 MAP7 MARK1 MATCAP2 MBD2 MCTP2 MDFIC MDM1 MDM2 MED4 MEIKIN MGAT4A MGME1 MID1 MINDY2 MIS18BP1 MKRN1 MLLT3 MMP12 MOSPD1 MPRIP MS4A7 MSRB3 MTMR6 MXI1 NAA25 NADK NCKAP1 NDFIP1 NEBL NEK7 NETO1 NFATC3 NIBAN1 NIPA1 NIPBL NLRP3 NMU NPAS3 NPAT OCLN ONECUT2 OPRM1 OSBPL11 OSTM1 P4HA3 PABPC4L PAIP1 PAIP2 PALM3 PAPPA PAPSS2 PARP11 PATJ PAX9 PCDH15 PCDH9 PCDHGA8 PCMTD1 PDE6A PDIK1L PFKFB3 PFN4 PGAP1 PGR PGRMC2 PHC3 PHIP PHLPP1 PIWIL4 PKIA PLCXD3 PLEKHF2 PLOD2 POGLUT1 POGLUT3 PPIE PPM1E PPP2R2B PPP2R3A PPP3CA PPP4R2 PREPL PRKAA2 PRKG1 PRM1 PROSER2 PROX1 PRPF4 PRSS23 PRTG PSMC2 PTGER4 PTGR3 PTP4A1 PWP2 PWWP3B PYGO1 RAB26 RAB27B RAB30 RAB33B RAB3C RAB6D RAD21 RAD54B RADX RAG2 RAPGEF6 RASA1 RASA2 RBBP4 RBM7 RBPMS RCAN3 RCBTB1 REEP3 REPS2 RFX3 RGS20 RGS4 RHOBTB1 RICTOR RIMS2 RND3 RNF128 RNF138 RNF180 ROBO1 RRAGC RSL1D1 RSPRY1 RSRC2 RTKN2 RTTN RUNX1T1 SALL4 SCAF11 SCCPDH SEC11C SEL1L SEMA6D SEPHS2 SERINC1 SETDB1 SFMBT2 SGK3 SIAH1 SKIDA1 SKIL SLC17A8 SLC24A1 SLC24A4 SLC25A21 SLC25A24 SLC25A46 SLC25A5 SLC35A3 SLC36A4 SLC6A4 SLC7A11 SLC7A14 SLITRK2 SLK SLX4IP SMAP2 SORCS3 SOS1 SOX11 SOX9 SP3 SP8 SPATA4 SPON1 SPOP SPOPL SPRED1 SRGAP1 SRGAP2 SSBP2 SSX2IP ST3GAL5 ST7 STAP1 STRADB STRN3 STXBP5 SUB1 SYNPO2 TAF4 TAF4B TBC1D15 TBC1D4 TBC1D8B TCHH TCP11L1 TENM1 TENM3 TERF2IP TGFB2 TGFBR1 THAP2 TLCD4 TMED7 TMEM132B TMEM167B TMEM168 TMEM215 TMEM255A TMEM33 TMEM69 TMPO TMTC2 TMTC3 TMX1 TOR1AIP2 TP53INP1 TRHDE TRIM24 TRPC3 TSN TSPAN2 TTC13 TUBB TUBB2B TXLNG U2SURP UBA5 UBE2K UBP1 UBQLN1 UBR3 USF3 USO1 USP13 USP46 USP51 UVSSA VAPA VAPB VGLL3 VIRMA VKORC1L1 VPS50 VWA2 WEE1 WIPI2 WNT16 YME1L1 YOD1 YTHDF1 ZBTB11 ZBTB20 ZBTB21 ZBTB4 ZCCHC14 ZDHHC6 ZFHX3 ZFX ZFY ZIM3 ZMYM2 ZNF12 ZNF140 ZNF263 ZNF326 ZNF426 ZNF503 ZNF518A ZNF557 ZNF780B ZNF800 ZNF830 ZNRF2 ZZZ3 MIR1306_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1306_5P AP3M1 BTNL9 CEP85L CHD8 CNOT2 CTF1 DHH EIPR1 ENSG00000275993 EVA1A FGFR3 GABBR2 GAREM1 GOLGA4 HECTD4 HLCS HPCAL4 HRAS IL17RD ITM2C LARP4B LIMD1 LRP2BP MAP4K4 MAPK6 MICAL3 NASP NLRP13 PDHA1 PHOSPHO1 PKNOX2 PPP2R2D PPP3CC PPRC1 RELA RGS8 RNF103 RPL28 SCN4B SPRY3 SPTBN2 SRSF8 STK39 SYNPO TET3 TKTL2 TMEM135 UBFD1 VASH1 WTAP ZFAT MIR130A_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR130A_3P AAK1 ABCB7 ABCC5 ABHD3 ABRAXAS2 ACBD3 ACBD5 ACSL1 ACSL4 ACVR1 ADAM12 ADCY1 AGFG1 AGO1 AGO4 AKAP1 AKAP11 AKIRIN2 ANKIB1 APCDD1 APPL1 AR ARAP2 ARHGAP1 ARHGAP12 ARHGAP21 ARHGEF26 ARHGEF4 ARL6IP1 ASXL2 ATG14 ATG16L1 ATP12A ATP6V1B2 BAG5 BAHD1 BHLHE41 BLCAP BMP3 BMPR2 BMT2 BPTF BRWD1 BRWD3 BTAF1 BTBD3 BTBD7 BTF3L4 BTG1 C2orf15 CALM2 CAMSAP2 CAPRIN2 CASD1 CBFB CBLB CBX6 CBY1 CCDC126 CCDC6 CCNY CD2AP CD69 CDK19 CDS1 CENPO CEP170 CFL2 CGGBP1 CHD5 CHST1 CLCN3 CLCN5 CLIP1 CLTC CNOT4 CNOT6 CNOT7 CPEB1 CPEB3 CRACD CSMD1 CUL3 CYP2U1 CYSLTR1 DAAM1 DCAF8 DCBLD2 DCUN1D3 DDX6 DENND10 DENND4C DGKE DIAPH3 DICER1 DLC1 DLG5 DLL1 DNAJC16 DNAL1 DOCK3 DPYSL2 DSEL DSG1 DYNC1LI2 DYNLL2 EBF3 EDN1 EGLN3 EIF4E2 ELK3 EMX2 ENPP5 EOGT EPC2 EPS15 ERBIN ERCC4 EREG ERP44 ESR1 FAM104A FASTK FAT3 FBXO28 FBXO48 FERMT2 FIBIN FMC1 FMR1 FOSL1 FOXF2 FRMD6 FRZB FSD1L FSTL5 FUT9 FYN FZD6 G0S2 G3BP2 GADD45A GAREM1 GJA1 GTF2H1 HCFC2 HECA HECW2 HEG1 HIVEP2 HOXA3 HOXD1 HPRT1 HS3ST5 HSPA8 IGF1 IL15 IL1RAP IMPDH1 ING2 INO80 INSIG1 IRF1 ITGB8 ITPR1 ITPRIPL2 JADE1 JARID2 JMY KBTBD8 KCNA4 KDM2A KIAA1191 KIF13A KLF7 KMT2C KRTAP26-1 LCORL LDAF1 LDLR LDLRAD4 LGALSL LMLN LONRF3 LPGAT1 LRIG1 LRP12 LRP2 LRP6 LRP8 LRRTM2 LSMEM1 LY75 MACIR MAF MAP3K12 MAP3K20 MAPK1 MB21D2 MBD2 MBNL1 MBNL3 MDFIC MDM4 MECP2 MEMO1 MEOX2 MET MFF MFSD6 MID1IP1 MIER1 MIGA1 MIGA2 MLLT6 MMGT1 MPHOSPH9 MSMO1 MTCL1 MTMR10 MYBL1 NABP1 NACC2 NALF1 NCKAP5 NECTIN3 NEUROG1 NFIA NFIB NHLH2 NPAT NPEPL1 NPNT NRBF2 NSD3 OSBPL6 OTUD3 PAK6 PAN3 PCNX1 PDIK1L PDZD11 PEX5L PGM2L1 PHACTR2 PHAF1 PHF12 PHF14 PHF20 PHF3 PIGA PIK3C2A PIK3CB PIKFYVE PIP4P2 PLAA PLCB1 PMEPA1 POP7 POU3F2 POU4F1 PPARG PPFIA2 PPP1R15B PPP6R2 PRKAA1 PRKD3 PRUNE2 PSAP PSD PTP4A1 PTPN4 PTPRG PURG R3HDM1 RAB12 RAB5A RACGAP1 RAD51B RAI2 RALGPS2 RAP2C RAPGEF4 RASD1 RBBP8 RBM25 RFX7 RNF145 RNF216 RNF38 RO60 ROBO2 RPS6KA5 RRAGD RTCA RTN1 RUNX3 SALL3 SAMD8 SAR1B SBF2 SBNO1 SCUBE3 SECISBP2L SEL1L3 SERBP1 SERINC3 SFMBT1 SH3D19 SHANK2 SIX4 SKIDA1 SLAIN1 SLC2A4RG SLC44A1 SLC6A6 SLMAP SMAP1 SMARCD2 SMOC1 SNIP1 SNX2 SNX31 SNX5 SOCS5 SOS2 SPART SPATA2 SPEN SPHK2 SPOCK1 SPTY2D1 SRSF2 ST18 ST8SIA5 STIM2 STON2 STX6 SULF1 SYBU SYT6 SZRD1 TACC2 TAFA1 TANC2 TBL1XR1 TENT2 TES TET3 TEX2 TFCP2L1 TGFBR1 TGFBR2 THOP1 THSD7A TLCD3A TMEM250 TMEM50B TMOD1 TNRC6C TOGARAM1 TRIM2 TRPC3 TSC1 TSHZ1 UBA3 UBB UBE2D2 UBE2W UBE3B UBXN2B ULK2 USP13 USP28 USP33 USP8 VGLL4 VPS13D VPS37A WDFY3 WDR20 WDR33 WDR47 WEE1 WNK1 YTHDF2 YY1 ZBTB18 ZBTB20 ZBTB4 ZCCHC14 ZEB2 ZFYVE26 ZFYVE9 ZMAT3 ZNF107 ZNF217 ZNF594 ZNF609 ZNF800 ZNF862 MIR130A_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR130A_5P AADAT ABCD2 ABLIM1 ACER3 ACOT8 ACVR1C ADAM10 ADAMTS3 ADGRF5 ADH4 AFAP1L1 AFDN AJUBA AK3 AMD1 AMMECR1L ANGEL2 ANGPT1 APBB2 ARHGEF26 ARID5B ASH1L ASS1 ATG4C ATXN7 AUTS2 BACE1 BBS7 BLOC1S6 BNC2 C11orf87 C1RL C2CD2 C6orf132 C9orf72 CACNA1E CACNG2 CACUL1 CASK CBX6 CCDC125 CCND1 CD2AP CD86 CDK12 CDK5RAP3 CDK6 CDON CDS1 CELF4 CEP350 CEP97 CES2 CFL2 CHCHD3 CHIC1 CHL1 CHMP7 CILK1 CLEC16A CLEC2D CLIC5 CNGB1 CNR1 COL25A1 COPG2 CPEB2 CPEB3 CPEB4 CREM CRLS1 CRYBA4 CSGALNACT2 CSRNP3 CSTF3 CUL3 CUL4B CWC15 DAAM1 DCDC2 DDX6 DIAPH1 DIP2C DMRT3 DNAJC14 DNAJC9 DPH3 DSCAM EHD4 EIF2B5 ELL ELOB ELOVL7 FAM120A FBXL17 FBXO11 FCER1A FCRL4 FGF2 FGFR2 FMN1 FOXD4L5 FOXO1 FOXO3 FRMD7 FUT9 FXR2 FYN FZD2 GALNT13 GAS2L3 GATA5 GATC GDAP1L1 GLIS2 GNAO1 GORAB GPR88 GRAMD1B GREB1 GRM4 GRP GSK3B GUCY1A2 HCFC2 HIRA HIVEP2 HOMEZ HOOK1 HOXC8 HRH1 IGF1 IKZF1 IL17RD IQCJ-SCHIP1 IRX5 ISM1 KASH5 KAT6A KCNC2 KCTD18 KDM4B KDM7A KIAA1549L KIAA1586 KLF12 KRTAP3-3 LAMB4 LINC02907 LPIN2 LPP LRIG3 LRRC58 LRRC66 LRRTM3 LZTFL1 MAFG MAGI1 MALRD1 MAP3K13 MAP3K2 MBNL1 MBNL3 MEF2A METTL14 MFSD4B MGAT5 MIPOL1 MLLT3 MME MMP13 MSI1 MTREX NAA50 NAV2 NCSTN NHLRC2 NIPBL NLGN4X NLK NOG NOVA1 NPTX1 NRG3 NRN1 NSL1 NUDT15 NUPR2 ONECUT2 OPCML PAPOLG PAPPA PCDH17 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 PCSK6 PDE10A PDE1C PDE4D PDHA2 PDZD2 PGM2L1 PHACTR2 PHC3 PI15 PI4KA PIP5K1B PKP4 PLA2G12A PLAA PLEKHA3 PLEKHA5 PLPPR5 POU2F2 PPARGC1A PPP2R2A PPP2R5C PSMB1 PTBP1 PTER PURA RAB30 RALGPS2 RB1CC1 RBFOX2 RBM20 RC3H1 RFT1 RIMS1 RNF217 RORA RPIA RSBN1 SAMD13 SANBR SARNP SCHIP1 SCOC SCRN3 SELENOT SEMA3A SERPINF1 SESN3 SETD9 SGIP1 SGMS1 SH3KBP1 SIK3 SIX4 SLC10A3 SLC17A6 SLC1A1 SLC39A8 SLC44A5 SLC4A11 SLC5A12 SLC5A7 SLK SNX14 SORT1 SPATA9 SPP1 STAP1 STON2 STX11 STXBP1 STXBP5L SULT1A1 SWT1 SYAP1 SYNJ2BP TAOK1 TBC1D8B TENT4B TFF1 TGFBR3 THBS1 THOC2 THSD7A TICAM2 TLCD4 TLE1 TMED7-TICAM2 TMEM132C TMEM165 TMEM196 TMEM41B TNFSF8 TNRC6B TOB2 TOM1L1 TPGS2 TRIM13 TRIO TRPC5OS TRPS1 TSC22D2 TSHR TTC19 TTR TWIST1 TXNDC12 UBALD2 UBE2D2 UBIAD1 UGCG UNC5D USP12 USP9Y UTRN VEPH1 VRK2 WBP1 WDR91 XPOT YY2 ZFAND3 ZFX ZMYND11 ZNF326 ZNF385D ZNF569 ZNF704 ZNF710 ZNF737 ZNF80 ZNF99 MIR130B_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR130B_3P AAK1 ABCB7 ABCC5 ABCE1 ABHD3 ABRAXAS2 ACBD3 ACBD5 ACSL1 ACSL4 ACVR1 ADAM12 ADCY1 AGFG1 AGO1 AGO4 AKAP1 AKAP11 AKIRIN2 ANKIB1 APCDD1 APPL1 AR ARAP2 ARHGAP1 ARHGAP12 ARHGAP21 ARHGEF26 ARHGEF4 ARL6IP1 ASXL2 ATG14 ATG16L1 ATP12A ATP6V1B2 BAG5 BAHD1 BHLHE41 BLCAP BMP3 BMPR2 BMT2 BPTF BRWD1 BRWD3 BTAF1 BTBD3 BTBD7 BTF3L4 BTG1 C2orf15 CALM2 CAMSAP2 CAPRIN2 CASD1 CBFB CBLB CBX6 CBY1 CCDC126 CCDC6 CCNY CD2AP CD69 CDK19 CDS1 CENPO CEP170 CFL2 CGGBP1 CHD5 CHST1 CIT CLCN3 CLCN5 CLIP1 CLTC CNOT4 CNOT6 CNOT7 CPEB1 CPEB3 CRACD CSMD1 CUL3 CYP2U1 CYSLTR1 DAAM1 DCAF8 DCBLD2 DCUN1D3 DDX6 DENND10 DENND4C DEPDC1 DGKE DIAPH3 DICER1 DLC1 DLG5 DLL1 DNAJC16 DNAL1 DOCK3 DPYSL2 DSEL DSG1 DYNC1LI2 DYNLL2 EBF3 EDN1 EGLN3 EIF4E2 ELK3 EMX2 ENPP5 EOGT EPC2 EPS15 ERBIN ERCC4 EREG ERP44 ESR1 FAM104A FASTK FAT3 FBXO28 FBXO48 FERMT2 FIBIN FMC1 FMR1 FOSL1 FOXF2 FRMD6 FRZB FSD1L FSTL5 FUT9 FYN FZD6 G0S2 G3BP2 GADD45A GAREM1 GJA1 GTF2H1 HCFC2 HECA HECW2 HEG1 HIVEP2 HOXA3 HOXD1 HPRT1 HS3ST5 HSPA8 IGF1 IL15 IL1RAP IMPDH1 ING2 INO80 INSIG1 IRF1 ITGB8 ITPR1 ITPRIPL2 JADE1 JARID2 JMY KBTBD8 KCNA4 KDM2A KIAA1191 KIF13A KLF7 KMT2C KRTAP26-1 LCORL LDAF1 LDLR LDLRAD4 LGALSL LMLN LONRF3 LPGAT1 LRIG1 LRP12 LRP2 LRP6 LRP8 LRRTM2 LSMEM1 LY75 MACIR MAF MAP3K12 MAP3K20 MAPK1 MB21D2 MBD2 MBNL1 MBNL3 MDFIC MDM4 MECP2 MEMO1 MET MFSD6 MID1IP1 MIER1 MIGA1 MIGA2 MLLT6 MMGT1 MPHOSPH9 MSMO1 MTCL1 MTMR10 MYBL1 NABP1 NACC2 NALF1 NCKAP5 NECTIN3 NEUROG1 NFIA NFIB NHLH2 NPAT NPEPL1 NPNT NRBF2 NSD3 OSBPL6 OTUD3 PAK6 PAN3 PCNX1 PDIK1L PDZD11 PEX5L PGM2L1 PHACTR2 PHAF1 PHF12 PHF14 PHF20 PIGA PIK3C2A PIK3CB PIKFYVE PIP4P2 PLAA PLCB1 PMEPA1 POP7 POU3F2 POU4F1 PPARG PPFIA2 PPP1R15B PPP6R2 PRKAA1 PRKAA2 PRKD3 PRUNE2 PSAP PSD PTP4A1 PTPN4 PTPRG PURG PXK R3HDM1 RAB12 RAB30 RAB5A RAB9B RACGAP1 RAD51B RAI2 RALGPS2 RAP2C RAPGEF4 RASD1 RBBP8 RBM25 RFX7 RNF145 RNF216 RNF38 RO60 ROBO2 RPS6KA5 RRAGD RTCA RTN1 RUNX3 SALL3 SAMD8 SAR1B SATB2 SBF2 SBNO1 SCUBE3 SECISBP2L SEL1L3 SERBP1 SERINC3 SFMBT1 SH3D19 SHANK2 SIX4 SKIDA1 SLAIN1 SLC2A4RG SLC44A1 SLC6A6 SLMAP SMAP1 SMARCD2 SMOC1 SNIP1 SNX2 SNX31 SNX5 SOCS5 SOS2 SPART SPATA2 SPEN SPHK2 SPOCK1 SPTY2D1 SRSF2 ST18 ST8SIA5 STIM2 STON2 STX6 SULF1 SYBU SYT6 SZRD1 TAFA1 TANC2 TBL1XR1 TENT2 TES TET3 TEX2 TFCP2L1 TGFBR1 TGFBR2 THOP1 THSD7A TLCD3A TMEM250 TMEM50B TMOD1 TNRC6C TOGARAM1 TRIM2 TRPC3 TSC1 TSHZ1 UBA3 UBB UBE2D2 UBE2W UBE3B UBXN2B ULK2 USP13 USP28 USP33 USP8 VGLL4 VPS13D VPS37A WDFY3 WDR20 WDR33 WDR47 WEE1 WNK1 YTHDF2 YY1 ZBTB18 ZBTB20 ZBTB4 ZEB2 ZFYVE26 ZFYVE9 ZMAT3 ZNF107 ZNF217 ZNF594 ZNF609 ZNF800 ZNF862 MIR130B_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR130B_5P ABLIM1 ACOT8 ACSM2A ACSM2B ACVR1C ADAM10 ADAMTS3 ADRA1A AK2 AKAP6 ANKH AP1G1 ARG1 ARHGEF6 ARID3A ARID5B ASH1L ASPH ATP11C ATP8A2 ATXN7 AUTS2 BTN3A2 C11orf54 C8orf34 CASK CCDC34 CD2AP CD300LD-AS1 CDK12 CGNL1 CHIC1 CHMP7 CHRDL1 CLDN19 CLIC5 CNKSR2 CNOT1 CORO2A CPEB3 CPEB4 CREG2 CRISPLD1 CRY2 CSRNP3 CWC15 DAAM1 DENND5A DIABLO DIO2 DPH3 DPP10 DYNLT5 EAF1 EBF4 ECHDC1 ENDOU ENSG00000187186 EPHA7 ERP27 FBXO11 FMN1 FREM2 GATA6 GRAMD1B GRIA1 GUCY1A2 H2AX HAND1 HOXA3 HRH1 IGF1 IGFBP2 IL33 ILDR2 IRAK1BP1 ITPRIP KCNB1 KCNK6 KIAA0513 KIAA1549L KLHL14 LENG8 LPIN2 LPP LRRC66 LZTFL1 MAFG MAPK9 MCFD2 MEF2A MEF2C MEI4 MSI2 MYLK3 NAV2 NDFIP2 NLGN4X NOVA1 NPTX1 NR2F2 NRXN1 OGA OLFM1 ONECUT2 PAK2 PAPOLG PCDH17 PCDH20 PCNX1 PCSK6 PDCD6IP PDE1C PDHX PLP1 PLXNA4 POU3F2 PPP1R10 PPP4R2 PRDM6 PRKG1 PTBP1 PTER PTX3 PURA RAB11FIP2 RAB29 RABEP1 RALGPS2 RB1CC1 RBFOX2 RBM20 RHOA RNF217 RORA RPRD2 RSBN1 SAMD4A SAMD8 SDHAF2 SGIP1 SH3BGRL2 SH3RF1 SIX4 SLC17A6 SLC1A1 SLC26A4 SLC26A7 SLC5A12 SLK SMARCA1 SNRPC SOGA3 SOSTDC1 SOX1 SOX9 SPP1 SPTY2D1 SSMEM1 STAP1 STIMATE SYAP1 TAFA5 TBC1D8B TBL1XR1 TCF7L1 TET2 TFCP2 TLCD4-RWDD3 TMEM19 TNFRSF11B TRIM65 TRIM71 TRPS1 TSC22D1 TSPAN2 TTC14 UBE2D2 UBE2V2 UNC5D UQCRB UTRN WBP1 WWTR1 XPO4 ZBTB10 ZBTB20 ZFX ZNF326 ZNF430 ZNF460 ZNF469 ZNF704 ZNF721 ZNF827 ZSCAN12 ZSCAN26 MIR1321 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1321 ABCG4 ABL2 ACKR2 ADAMTS4 ADD2 ADGRE5 ADO AHCY AIF1L ANO6 AR ARHGEF9 ARL6IP5 ATP6V0D1 AURKA BACE2 BAK1 BLTP3A C20orf96 CASC3 CBX6 CCDC169-SOHLH2 CD300LD-AS1 CD44 CDC42EP4 CDHR1 CERS2 CETP CREB3L2 CRTC2 CS DLK1 DLX3 DMBX1 DNA2 DTX1 ELFN2 ESRRG EYA3 FGF23 FZD1 GABBR2 GATAD2B HECTD4 HERC3 HNF4A HNRNPA2B1 HOXC10 HPCA HSD17B13 HTT IGFBP4 IL2RB IL2RG IMPDH1 ISLR ITGA8 JCAD KCTD13 KDM5C KICS2 KLHDC10 KLHL13 KLHL9 KLK4 KSR2 LASP1 LENG8 LRP2BP LRRTM1 LSAMP LSM8 MAP3K9 MEF2D MEIS3 METTL21A MYOM1 NALF2 NAV2 NCOR2 NDUFA10 NDUFA4L2 NECTIN1 NEMP2 NFAM1 NFAT5 NFIX NGF NISCH NOVA2 NSG2 OPA3 OXCT2 PAX1 PCYT1A PDLIM5 PHF8 PIANP PLAGL2 PLXNA1 POU2AF1 PRRT2 PSD3 PTK2 RAB3IL1 RASSF3 RBM43 REG1B RND1 RNF103 SAMD4A SDK1 SEC31A SEMA4G SGMS1 SH3PXD2B SHISA7 SKI SLC1A3 SLC2A3 SNU13 SOHLH2 SOX12 SOX13 SRP54 SSH1 STK16 TBC1D24 TET3 TP53INP1 TRIM3 UBE2D3 UBE2O UBE2W ULK1 WDTC1 WNT1 WNT9B YTHDC2 ZFHX3 ZMYM3 ZNF444 MIR1322 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1322 ATAD1 AZIN1 BMPR2 CADM2 CAPZA2 CBFB CCL18 CCL20 CD40 CNTN5 CREM CSF1 CSRNP1 DACH1 DEK EGFL6 FGF12 FTO GH1 GLCCI1 HK2 LEMD3 LINGO2 LRP8 LUZP2 MECP2 MED7 MEGF10 MIER1 MS4A1 MTMR12 NALF1 NRP1 PAIP2 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 PCDHB7 PDIK1L PLAAT1 PRPF4 QKI RBPMS2 RFFL RNF130 RSF1 SEC16B SIGLEC5 SLC24A1 SLC25A15 SYPL1 TBR1 TMEM182 TOB1 TRAPPC13 TSHZ3 UBE2K VDAC3 VNN2 XKR4 MIR1323 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1323 AAK1 ABCA8 ABHD17B ACKR3 ACSS3 ADCY2 ADCYAP1 AGGF1 AKAP11 ANKRA2 ANKRD44 ARFGAP3 ARHGAP21 ARHGAP29 ARHGAP32 ARHGEF7 ARL6IP1 ARPP19 ASIC2 ASIC5 ATAD2B ATF7IP ATG14 ATP2B1 ATXN10 ATXN3 AZIN1 B4GALT6 BBOF1 BCLAF1 BMPER BNC2 BTBD3 C18orf63 C2orf49 C8orf34 C9orf64 CA8 CALU CAMSAP1 CAMTA1 CAND1 CASP8AP2 CBLN1 CD200R1 CDH6 CDH7 CDK17 CDYL CELF2 CFLAR CGGBP1 CHSY3 CLEC7A CLOCK CMPK1 CNOT1 CNTNAP4 COL11A1 COL25A1 COPS3 CPB2 CPD CREBRF CRMP1 CRY1 CSE1L CXCL1 CYP3A4 DCC DDX3X DDX3Y DDX4 DENND1A DENND4A DNAJA2 DNAJB2 DPP10 DSC2 DUSP7 EEA1 EEPD1 EFNB1 ENOX2 EPN2 ERICH1 ETS1 FAM118B FAM13C FAM151B FAM168A FANCB FBXO28 FGFR2 FKBP4 FNIP1 FOXM1 FRS2 FSD1L FUT9 G3BP2 GAPT GATM GID4 GINS1 GLCCI1 GLI3 GLOD4 GNAQ GOLGA7 GPATCH2L GPM6A GPM6B GRHL2 GRK5 GVQW3 HACD4 HHIP HMGCR HMGN2 HMX2 HNRNPF HSPA4L IGF2BP3 IKZF2 IKZF5 IL1R1 IL6 ILRUN INPP5F IRS1 ITPRID2 IVNS1ABP JMY KCNAB1 KCTD10 KCTD12 KDM4C KDM7A KHDRBS1 KIAA0408 KICS2 KLHL15 KLHL7 KMT2C KPNA3 KPNA4 KRCC1 LARP4B LMAN2L LPP LRP2BP LRRC8B LY75 MAN2A1 MANEAL MAP2K1 MARCHF8 MAT2B MBNL3 MCM9 METAP1 MFF MIER3 MIXL1 MLLT10 MTMR6 MYNN MYO6 NAV3 NCKAP1 NEXMIF NFXL1 NPY1R NR2F2 NTAQ1 NUP58 ODC1 OSMR PABPC4L PAK5 PAQR9 PARP1 PATJ PCSK2 PEG10 PELI1 PEX5 PGAP1 PGRMC1 PHC3 PHF6 PHIP PIERCE2 PIP5K1B PLAA PLD5 PLEKHB2 PLGRKT PNRC1 POMP PPAT PPP1R12B PPP6C PPTC7 PRDM10 PRKAA2 PRKD1 PRKDC PRMT9 PRPF40A PRRG1 PSIP1 PTPRD PTPRG PTPRO PTPRQ PWWP2A QKI RAB1A RAD17 RBBP5 RCC1 RFX2 RICTOR RIDA RNF20 RPS27L RTBDN RTL6 RYBP SAYSD1 SCAF11 SCAF4 SCN9A SERTAD4 SETD4 SFRP2 SGCD SIX4 SLAIN2 SLC25A36 SLC25A53 SLC2A13 SLITRK6 SMARCA1 SMC6 SNRPA1 SOCS7 SPO11 SPRED1 SPTSSA SPTSSB SREK1 SRGAP1 SRI SRSF3 SS18 SSR1 ST6GAL2 STK26 STK38 STMN2 STRN STRN3 STT3A SULF1 SULF2 TARDBP TBCEL TBR1 TEC TEK TET3 TEX30 TGFBR3 TKTL2 TLCD5 TMC7 TMEM135 TMEM170A TMPO TNFRSF19 TNPO1 TOMM20 TOPBP1 TP53INP1 TPD52L3 TPRG1 TRAPPC8 TSC22D2 TTC33 TTC39C TTN U2SURP UBA5 UBE2W USH2A USP47 UVRAG VAMP7 VASP VGLL3 VSIG1 WDR36 WNK1 XPO4 YWHAH ZBTB10 ZBTB20 ZBTB33 ZBTB44 ZFHX4 ZMAT1 ZNF286A ZNF286B ZNF518A ZNF615 ZNF70 ZNF831 ZSWIM6 MIR1324 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1324 ADCY6 ADD3 AFDN ANGEL1 ANKRD34A ANKS1A APOA4 AREL1 ARL6IP1 ASPH ATXN10 BACH2 BCKDHB BCL11A BCL9L CA5B CALB1 CARMIL1 CCDC127 CD200R1 CDC14A CDK17 CDK5R2 CELF2 CHAC1 CHCHD7 CHST1 CKMT2 CPEB2 CRY2 CUX2 DACH1 DESI1 DNAJC16 DPY19L3 DSCAM EFR3A ENSA EPDR1 EPPK1 FAM104A FAM219A FARP1 FRAT2 GAD1 GANC GLYR1 GNB1 GP6 GPR52 GPSM3 HACD3 HHIP HLF HTR2C INCENP INPP5F IRF2BP2 KIAA1549 KIF1C LAMA4 LILRA1 LIMK2 LPP MAGEE1 MAL2 MAOA MAP3K9 MARF1 MECP2 MEF2C MFAP5 MTHFS MTPN MYO1D NEGR1 NGB NLRC3 NSD2 NXPH1 OLIG3 PGS1 PHOX2B PKD1 PKD1L1 PLEKHA1 PPDPFL PPP3CB PRKCB PROSER3 PWWP3B RAB14 RAB8A RAPGEF1 REV3L RNMT RPA1 RUNDC3B SCG2 SCML1 SELENOI SELENOO SH3RF1 SLC24A2 SLC4A8 SNCB SPEG SRL ST20-MTHFS STX18 SYP TMCC1 TMCC2 TNIK TNRC6B TRABD TRAM2 TRIB1 TXNDC5 UBQLN4 WASL WDR47 XYLT1 ZDHHC16 ZNF280C ZNF704 ZSCAN18 MIR132_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR132_3P ACVR2B ADAMTS5 ADCY3 AEBP2 AGO1 ALKAL1 AMD1 AMER2 ARID1B ARID2 ARMC8 ASF1A ATP10D ATXN1 AZIN1 BOLL BRI3 BRWD1 C8orf44-SGK3 CACNB1 CACNG2 CALU CAMSAP2 CBLL1 CC2D1B CCDC28A-AS1 CCDC34 CCDC71L CCDC88A CCN2 CD300LF CDK19 CELSR3 CHD1 CLMN CNR1 COL11A1 CSDE1 DAAM1 DAZAP2 DCC DCUN1D4 DDX5 DIPK2A DPYSL3 DUSP9 DYRK2 E2F5 EFCAB9 ENPP4 EP300 EPB41L5 ETNK1 FAM167A FAM227A FAM76B FAM91A1 FBXL20 FBXO9 FEM1C FOXO3 FRS2 G3BP2 GDF5 GMFB GPATCH2L GPD2 GRM3 GTF2H1 H2AZ1 HBEGF HHIP HNRNPH1 HNRNPM INAFM2 INPP5K KCMF1 KCNA6 KCNK2 KCNN3 KDM5A KIAA2026 KLF7 KRTAP4-1 L3MBTL3 LEMD3 LIN28B LRRC58 LRRFIP1 LSM11 MAPK1 MED9 MEF2A MELK METTL25 MEX3C MIA3 MIDEAS MIER1 MIS12 MTF2 MTMR10 MUC13 MYCBP2 NACC2 NFATC2 NFE2L2 NLK NMNAT2 NOVA1 NREP NTNG1 NVL OSBPL8 PAM PBOV1 PCDH10 PGM5 PHF12 POM121 PPM1G PSMD12 PTBP2 PYURF RAD54L2 RASA1 RB1 RGS7BP RHOQ RICTOR RPL31 RPP14 RUFY3 SALL1 SALL4 SAP30L SCN3A SEC16A SEMA6A SEPTIN8 SERP1 SETD5 SGK3 SIPA1L2 SIRT1 SIX4 SKAP2 SLC1A3 SLC25A28 SLC26A7 SLC30A6 SLC6A1 SOD2 SOX11 SOX5 SPATA13 SPPL3 SPRED1 SRGAP1 SS18 SSH2 STAG1 STX16 SYN2 TIMM9 TJAP1 TLCD5 TLN2 TMEM164 TMEM178B TMEM64 TRDN TRNAU1AP TSPAN6 TUT4 USP38 USP9X VDAC2 WDR5B ZBTB18 ZBTB20 ZHX1 ZNF451 ZNF516 ZNF521 ZNF652 ZNG1A ZNG1B ZNG1C ZYG11A MIR132_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR132_5P BTN3A2 CRTC1 DYNC1LI2 FSTL3 IRX2 PCDH9 SENP3 WIZ MIR133A_3P_MIR133B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR133A_3P_MIR133B ACAT2 ADAMTS19 ADAMTS5 ADCYAP1 AFAP1 AFTPH ANKRD12 ANKRD28 ANKRD44 ARFGEF1 ARHGAP12 ARL13B ARL14 ARPC5 ARPP21 ARRB1 ASH1L ATP7B B3GNT2 BICC1 BNIP3L BTBD10 BTBD3 C11orf58 C18orf54 CAP1 CAPN15 CCNC CELF4 CELF5 CETN3 CKAP4 CLTA CMPK1 CMTM6 CNN2 CNOT1 COL25A1 CPNE3 CREB5 CSNK1G3 CTBP2 CTXN2 CUL4B CYRIA DHX32 DMXL1 DMXL2 DOLPP1 DUSP1 DYNC1LI2 DYNLT3 EBF2 EDEM1 EGFR EIF4A1 ELAVL1 ELFN1 EMP2 ENC1 EPHA5 EPHA7 EXD2 EYA4 FADS1 FAIM FAM117A FAM117B FBN1 FBXL2 FBXW11 FGF1 FHIP2A FOXL2 FOXP4 FTL FUCA1 GABARAPL1 GABPB2 GARNL3 GDI2 GDNF GMCL1 GNB4 GPM6A GRIA2 GRID2 GRM5 GRM7 HIC2 HMGCLL1 HS2ST1 IDH1 IFIT1 IQGAP2 JAZF1 KCNA6 KCTD20 KIF21A KIF3C LANCL2 LASP1 LDLRAP1 LHFPL6 LHX5 MACO1 MAEA MAML1 MKRN3 MLLT3 MMP15 MPIG6B MSN MTMR4 MYH9 MYRF NCAN NELL2 NUP153 NUP160 OSBPL11 OSCAR PAN3 PAPLN PAX7 PCDH17 PDIK1L PEAK1 PEX5L PFN2 PITPNM2 PLCL2 PLEKHA3 PML POLR2J POU2F2 PPP2CA PPP2CB PPP2R2D PRAF2 PRDM1 PRELID3B PRPS2 PRRT2 PSMD5 PTBP1 PTBP2 PTBP3 PTH1R PTPRD PTPRK PTPRO PTPRZ1 RAB5C RAP2C RAPH1 RARB RAVER1 RB1CC1 RBMX RBMXL1 RBMXL2 RBPJ RFFL RIC1 RIMS1 RSRP1 RUNX1T1 SACM1L SAMD5 SEC61B SF3B4 SGK1 SGMS2 SGPP1 SGTB SH3GL2 SHISA5 SIMC1 SLC25A38 SLC30A7 SLC39A1 SLC50A1 SLC6A1 SMARCA2 SMARCD1 SNRK SOBP SP1 SP3 SQLE STXBP6 SUMO1 SV2A SYT1 SYT2 TAGLN2 TAOK1 TBPL1 TENM1 TENT5A TET3 TFAP2D TFG TGFBR1 THNSL1 THRAP3 TIMM17A TLCD3A TMEM121B TMEM128 TMEM167A TMEM170B TOR1AIP2 TRAM2 TRIM55 TRIQK TTPAL TTYH3 TWIST2 TXLNA UBA2 UBE2Q1 USP32 VIRMA VKORC1 VPS54 WASF2 XPO1 XPO4 XXYLT1 YAF2 YES1 YPEL2 ZBTB10 ZC3H11A ZC3H14 ZIC3 ZNF131 ZNF280C ZNF362 ZNF710 ZSCAN16 MIR133A_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR133A_5P ACADSB ACTR8 ACVR2B AGO4 AMBN AMMECR1 APPBP2 ARHGAP6 ARRDC3 ATG5 ATP11C ATP8A1 BAZ1B BEX1 BEX2 BRI3BP C11orf91 CAPS2 CASP3 CEP350 CLIP1 CLOCK CLVS1 CNBD1 COBLL1 CSRP2 CUL5 CYFIP1 DEK DESI2 DGKE DHTKD1 DLK1 DMXL2 DNA2 DZIP3 EFR3A EID1 EIF3J EN2 EPHA7 ERCC4 FAM219B FEM1C FERMT2 FRMD5 FYCO1 GAL3ST3 GBF1 GNG2 GPATCH8 GPBP1 GPHN GRSF1 H2AX HECTD2 HIF1A IPO8 KDM5A KLF11 KLF12 KLHL18 KMT5B L3MBTL3 LAPTM4A LIN9 LRRTM4 LZTS3 MAN2A1 MAPK6 MAST4 NCBP3 NEUROD1 NFIB NOVA1 NSMF P2RX7 PACSIN2 PARP8 PCGF3 PCNX1 PDIK1L PHF2 PHF5A PIF1 PIK3R1 PPARD PPIP5K1 PPP1R42 PPT1 PTGFRN PTPN4 RARA RASSF8 RB1CC1 RCN2 RELN RIMS2 RIMS4 RNF19A RNF38 RORA RPRD1B RTN1 SCN3A SCRN1 SENP7 SERTAD4 SEZ6L2 SIM1 SLX4 SNAP25 ST6GALNAC4 STAG1 STRBP TCEAL5 TCEAL8 TMED5 TMEM167A TMEM182 TNRC6B TRPC7 ULBP2 USP49 UTP14C VANGL1 VEZF1 VIM XPNPEP3 ZBTB6 ZFPM2 ZHX2 ZIC2 ZRANB1 MIR1343_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1343_3P ABCC1 ABLIM2 ACOD1 ADAMDEC1 ADARB2 ADD2 AFAP1 AGAP1 AGTPBP1 AIFM3 AMN1 ANKRD54 ARRB1 ATG7 ATRN ATXN7L3 B3GNT7 BCL9 BDNF BEND4 BICD2 BLTP3A BMF BPIFC BTRC C15orf39 CACNB1 CAMK1D CASP2 CASP9 CBX5 CD34 CDC37L1 CELSR2 CHI3L2 CLDN9 CLEC1A CNOT3 CNOT9 CREB3L1 CTSA CYB5RL CYTL1 DCTN5 DENND2B DLGAP3 DRG2 DSG1 DSN1 DTNB EFNB1 EGFR ELMO2 ERF EXD2 FCRL4 FOXC1 GABPB1 GABRA1 GALNT11 GASK1B GFAP HIP1 HIPK1 HOXA7 HS1BP3 HSD17B8 HYCC2 IGFBP5 IL18BP IL31RA IPPK ITGA5 KBTBD2 KCNA5 KCNE3 KDM3B KHDRBS1 KIAA2013 KLK4 KSR2 L1CAM LARGE1 LARP1 LASP1 MED19 MINK1 MTF1 MTR MUSTN1 MYO18A NDEL1 NIPAL3 NMNAT3 NRF1 NXF1 OXSR1 PALM2AKAP2 PAPPA PCBD1 PEPD PHB2 PIK3C2A PLEKHG4B PLEKHM3 PLXDC2 PLXNA4 PPBP PPP2R2C PPP4R1 PRKRIP1 PSENEN PTPN4 PTPRJ PTPRT QSER1 RAB5B RASA2 RNF2 RPP14 RSPRY1 RUNX3 S100A7A SCN2B SEL1L SHISA7 SLC23A2 SLC25A36 SLC2A14 SLC2A3 SLC41A1 SMC3 SOGA1 SOX10 SPRED1 STIMATE-MUSTN1 STK4 SYNJ1 SYNJ2BP SYNPO2L TANC1 TBC1D16 TGFBR1 TGFBR2 THBS3 THOC7 TMEM253 TMEM266 TMEM95 TMIGD3 TOB2 TP73 TRAK1 TRIM35 TRIM49 TRIM49C TWIST2 UBE3B URGCP VAPB XKR4 ZNF397 ZNF704 MIR1343_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1343_5P ALDH7A1 ARID3B BARHL1 BCAS1 BTBD9 C20orf203 C3orf18 CAVIN1 CBX7 CD300LD-AS1 CD4 CDC42BPA CDK10 CDKN1A CDR2L CIB2 CLCN7 COL5A3 COX10 CSNK1A1 CSPG4 CTIF DAAM2 DENND6B DHRS11 EPB41L1 ERAL1 ETV4 FAM124B FAM193B FBLN5 FIS1 FOXP4 GPD1 GRIK3 GRM4 GRN HECTD3 HLA-DRB1 HS6ST1 IFT140 IQSEC3 KDELR1 KIF1A KLHL3 KRT3 KRTAP10-5 LCN1 LNX2 LOXL3 LRRC25 LSAMP MECP2 MN1 MPIG6B MYLK2 NAAA NACC1 NCDN NDST3 NFASC NFIC NGFR NHERF2 NOS2 NOVA2 OLFML2A PA2G4 PADI2 PAX5 PDZD7 PEAR1 PFN1 PIRT POLE3 PPT2 PRKACA PRKAR1B PROX1 PRX RAB1B RARA RIMKLA RIMS3 RNF130 RPS23 RPS24 S1PR2 SCAMP4 SCARA5 SCN4A SCN4B SFT2D3 SH3PXD2A SHISA6 SIAH3 SLC25A45 SLC34A2 SOGA1 SP6 SPATA31C2 SPINDOC SPTB SRGAP1 STIM1 SYNGAP1 TAB1 TAL1 TBC1D16 TEAD1 TIMP2 TMBIM1 TNF TRIM3 TRIM66 TWNK UBE4A UBIAD1 USP22 VAMP2 VAT1 WNK3 ZBTB4 ZNRF1 MIR134_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR134_3P ABHD11 ACER2 ACSL5 ACSM2A ADCYAP1R1 AGPAT3 AMD1 ARRB1 ATP6V1C1 BPTF CARHSP1 CHRAC1 CRMP1 CTTN DGKG DNM3 EIF5B EN1 EPHA10 FAM199X FAM43B FLOT2 FOXP3 FZD1 GABPB1 GPR137 H6PD HLA-E IGDCC3 IL21 IPO9 JAM2 KLHL14 LDLRAD4 LMX1B LRRC4B LVRN MDM1 MECR MMP8 MMRN1 MMS19 MYO19 NDST2 NECTIN1 NR6A1 NUTF2 ODAPH ONECUT2 ORMDL3 OSER1 PLCH2 PPP1R14C PRRG1 PTDSS1 RGS6 RIMS2 RNF170 ROBO2 SECTM1 SETDB2 SH3PXD2A SIM1 SLC34A2 SLC6A3 SMARCD1 SORBS1 SP100 SPPL3 STOX2 STX3 STXBP1 SYT2 TAB2 TMEM132E TNFAIP1 TPCN1 TTC4 UBE3D UBN2 YWHAZ ZFAND3 ZMIZ1 ZNF131 ZNF641 ZNF660 MIR134_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR134_5P ACSBG1 ANKRD50 BNC2 C1orf115 CCDC77 CDNF CEP41 CEP85L CLCC1 CLDN16 CLEC1A COPS6 CPSF6 CRY1 EPOR ERCC6 GLDN GRIK2 GYPE ITGA9 ITGB1 KIAA0040 KLHL14 KPNA5 KRAS KRT12 LVRN MBD4 MBNL1 MMP24 MMRN1 MOSPD1 MS4A2 NSUN5 NT5E NUP98 OSMR PDCD7 PIK3C2A PLCH1 PLD1 PPM1L PPP1R7 PRLR PROP1 RAB27A RELT REPS1 RHOQ RIMS2 RMND5A RNF103 SDC3 SLC25A34 SLC25A5 SLC30A4 SLC4A4 SLC5A1 SYNM TBC1D7 TCF21 TCHP TESMIN TMEM248 TMPRSS11A TOMM7 USP9X XCL1 ZFPM2 ZMAT5 ZNF28 ZNF561 ZNF711 MIR135A_2_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR135A_2_3P ACIN1 ATP23 CAPS2 CLDN20 CREBL2 DONSON EFNA5 ELMOD2 GTPBP2 HACD3 ICOS KCNC3 KIF16B MBD6 MSL1 MYEF2 NAALADL1 NAP1L1 NCL OPN3 PDCD4 PGM2L1 PIP4K2C PISD PLPBP PPCDC RIBC1 RUFY2 SDK1 SHISA9 SIRPB1 SIX4 SLC22A10 SMU1 SYNM TEK TOP1 ULBP1 VPS45 ZBTB38 ZNF138 ZNF208 ZNF253 ZNF257 ZNF493 ZNF506 ZNF680 ZNF716 ZNF732 ZNF737 ZNF99 MIR135A_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR135A_3P ARL5A C9orf152 CCDC15 CHD6 COA6 DNAJB14 EP300 EXOC6B FANCF GLYCTK GPR15 GRIP1 HGF KCNMA1 KRT12 KRTAP5-9 LINC02694 LOX MMACHC MYO1E PAIP1 PPP2R2B PTBP3 RAD51B RERG SEL1L SLC39A8 STARD13 TRAK2 TSPAN2 VGLL3 XG ZBTB41 ZNF629 ZNF75D ZSWIM6 MIR135A_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR135A_5P ABCE1 ACSL5 ACTR3B ACVR1B ADAR ADO AEBP2 AGPS ANGPT2 ANK3 ANKRD55 ANXA7 APC ARHGAP11A ARHGAP19 ARHGAP6 ARHGEF4 ASB13 ATG14 ATP1B1 ATP2B4 ATP8A1 ATXN7L1 AVPR1A B3GLCT BACH1 BAHCC1 BCAP29 BCAT1 BCL11A BMAL1 BMPER BRWD1 BSN BTAF1 BZW2 C18orf54 C1orf198 C2CD2 C6orf120 CAAP1 CACNA1D CACNA1E CADM3 CAP2 CCDC170 CCSAP CD47 CDYL2 CEP85L CHD1 CHMP4B CLVS2 CNIH4 CNTNAP1 COL4A3 COL5A1 CPD CPLX1 CPLX2 CRAMP1 CREBZF CSNK1G2 CSPP1 CTTNBP2 DAG1 DCUN1D4 DDX3X DDX3Y DDX60L DEPDC1 DEPTOR DIP2C DNAJC9 EBF1 EDNRA EFNB2 ELK1 ELK3 ELOVL6 ENPP3 ENTPD4 ENTPD7 ERBB4 ESRRA EYA1 FAM120B FBXO28 FCHO2 FOXN2 FOXN3 FOXO1 FRMPD4 G3BP1 GARIN1B GAS7 GCLM GCNT2 GK5 GNG7 GRIA3 GRIA4 GRID2 GRIK3 GSK3B GULP1 HECTD2 HERC3 HIF1AN HMBOX1 HMGXB3 HNRNPR HOXA10 HPS5 IGF2BP2 IL31RA ILDR2 ILRUN INTS2 JAK2 JAKMIP2 KALRN KCNAB3 KCNB1 KCND1 KCNJ6 KCNN3 KCNQ5 KCNS3 KCTD10 KDM7A KIAA1143 KIAA1549 KIF3B KLF4 KRAS LATS2 LMCD1 LMTK2 LONRF1 LYPLA1 LZTS1 MAN1A1 MAPK10 MAPKBP1 MAPRE2 MB21D2 MBTD1 MEAK7 MED13 MEF2C MFHAS1 MICAL2 MOB1B MRAS MRPL16 MRPS12 MTMR12 MTMR2 MTSS1 MXRA5 MYPOP NADK2 NAMPT NBEA NCLN NCOA2 NDRG4 NEFM NET1 NR3C2 NTNG1 NUDT5 NUFIP2 ORC5 OSBPL8 PCYT1B PDCL PDE1A PDS5B PELI2 PEX7 PGAM1 PGGT1B PHLDB2 PIGH PIK3R2 PIM2 PKIG PPARGC1B PPM1E PPP6R3 PREPL PRKD3 PRLR PRUNE2 PSD3 PSIP1 PTPRD PTPRT RALBP1 RALGAPB RAPGEF6 RASAL2 RBAK RGL1 RIC1 RNF138 RNF43 ROBO1 ROCK1 ROCK2 RPS6KB1 RUNX2 SAMD8 SAMD9L SCN2A SDCBP SEC14L1 SEMA3A SERTAD2 SETBP1 SETD7 SHISA6 SHISA7 SIAH1 SIRT1 SLC10A7 SLC16A6 SLC24A2 SLC25A5 SLC26A4 SLC30A4 SLC9A9 SLITRK4 SMAD5 SMIM13 SNTB2 SNX16 SPATA2 SPRED1 SRSF3 SSR1 SSR2 ST6GAL2 STAU2 STK35 STK38L STRBP SV2B SV2C SYT2 SYT3 TAF4 TBC1D4 TCF19 TCF7L2 TGM2 THRB TMEM168 TMEM97 TMPO TNPO1 TOPORS TRAPPC8 TRPC1 TSEN54 TSTD2 TWSG1 UBE3C UGT2B10 UGT2B4 UIMC1 UNC13A USP15 USP42 UTRN VAMP2 VCAN VLDLR VPS37C WAPL WASHC4 WNT3 WWC2 YWHAG ZBTB34 ZBTB44 ZBTB46 ZCCHC14 ZCCHC24 ZFP1 ZNF131 ZNF143 ZNF302 ZNF385B ZNF518A ZNF652 ZNF670 ZNF681 ZRANB1 ZRANB2 ZSWIM4 MIR135B_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR135B_3P ACIN1 ATP23 CAPS2 CLDN20 CREBL2 DONSON EFNA5 ELMOD2 GTPBP2 HACD3 ICOS KCNC3 KIF16B MBD6 MSL1 MYEF2 NAALADL1 NAP1L1 NCL OPN3 PDCD4 PGM2L1 PIP4K2C PISD PLPBP PPCDC RUFY2 SDK1 SHISA9 SIRPB1 SIX4 SLC22A10 SMU1 SYNM TEK TOP1 ULBP1 VPS45 ZBTB38 ZNF138 ZNF208 ZNF253 ZNF257 ZNF493 ZNF506 ZNF680 ZNF716 ZNF732 ZNF737 ZNF99 MIR135B_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR135B_5P ACSL5 ACTR3B ACVR1B ADAR ADO AEBP2 AGPS ANGPT2 ANK3 ANKRD55 ANXA7 APC ARHGAP11A ARHGAP19 ARHGAP6 ARHGEF4 ASB13 ATG14 ATP1B1 ATP2B4 ATP8A1 ATXN7L1 AVPR1A B3GLCT BACH1 BAHCC1 BCAP29 BCAT1 BCL11A BMAL1 BMPER BRWD1 BSN BTAF1 BZW2 C18orf54 C1orf198 C2CD2 C6orf120 CAAP1 CACNA1D CACNA1E CADM3 CAP2 CCDC170 CCSAP CD47 CDYL2 CEP85L CHD1 CHMP4B CLVS2 CNIH4 CNTNAP1 COL4A3 COL5A1 CPD CPLX1 CPLX2 CRAMP1 CREBZF CSNK1G2 CSPP1 CTTNBP2 DAG1 DCUN1D4 DDX3X DDX3Y DDX60L DEPDC1 DEPTOR DIP2C DNAJC9 EBF1 EDNRA EFNB2 ELK1 ELK3 ELOVL6 ENPP3 ENTPD4 ENTPD7 ERBB4 ESRRA EYA1 FAM120B FBXO28 FCHO2 FOXN2 FOXN3 FOXO1 FRMPD4 G3BP1 GARIN1B GAS7 GCLM GCNT2 GK5 GNG7 GRIA3 GRIA4 GRID2 GRIK3 GSK3B GULP1 HECTD2 HERC3 HIF1AN HMBOX1 HMGXB3 HNRNPR HOXA10 HPS5 IGF2BP2 IL31RA ILDR2 ILRUN INTS2 JAK2 JAKMIP2 KALRN KCNAB3 KCNB1 KCND1 KCNJ6 KCNN3 KCNQ5 KCNS3 KCTD10 KDM7A KIAA1143 KIAA1549 KIF3B KLF4 KRAS LATS2 LMCD1 LMTK2 LONRF1 LYPLA1 LZTS1 MAN1A1 MAPK10 MAPKBP1 MAPRE2 MB21D2 MBTD1 MEAK7 MED13 MEF2C MFHAS1 MICAL2 MOB1B MRAS MRPL16 MRPS12 MTMR12 MTMR2 MTSS1 MXRA5 MYPOP NADK2 NAMPT NBEA NCLN NCOA2 NDRG4 NEFM NET1 NR3C2 NTNG1 NUDT5 NUFIP2 ORC5 OSBPL8 PCYT1B PDCL PDE1A PDS5B PELI2 PEX7 PGAM1 PGGT1B PHLDB2 PIGH PIK3R2 PIM2 PKIG PPARGC1B PPM1E PPP6R3 PREPL PRKD3 PRLR PRUNE2 PSD3 PSIP1 PTPRD PTPRT RALBP1 RALGAPB RAPGEF6 RASAL2 RBAK RGL1 RIC1 RNF138 RNF43 ROBO1 ROCK1 ROCK2 RPS6KB1 RUNX2 SAMD8 SAMD9L SCN2A SDCBP SEC14L1 SEMA3A SERTAD2 SETBP1 SETD7 SHISA6 SHISA7 SIAH1 SIRT1 SLC10A7 SLC16A6 SLC24A2 SLC25A5 SLC26A4 SLC30A4 SLC9A9 SLITRK4 SMAD5 SMIM13 SNTB2 SNX16 SPATA2 SPRED1 SRSF3 SSR1 SSR2 ST6GAL2 STAU2 STK35 STK38L STRBP SV2B SV2C SYT2 SYT3 TAF4 TBC1D4 TCF19 TCF7L2 TGM2 THRB TMEM168 TMEM97 TMPO TNPO1 TOPORS TRAPPC8 TRPC1 TSEN54 TSTD2 TWSG1 UBE3C UGT2B10 UGT2B4 UIMC1 UNC13A USP15 USP42 UTRN VAMP2 VCAN VLDLR VPS37C WAPL WASHC4 WNT3 WWC2 YWHAG ZBTB34 ZBTB44 ZBTB46 ZCCHC14 ZCCHC24 ZFP1 ZNF131 ZNF143 ZNF302 ZNF385B ZNF518A ZNF652 ZNF670 ZNF681 ZRANB1 ZRANB2 ZSWIM4 MIR136_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR136_3P MEPE PHF21B SCP2D1 SHROOM2 SNTB2 TAB2 TGFB2 TOR1AIP2 VASN MIR136_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR136_5P ABCD3 ACER3 ACP3 AIMP1 ARL5A ARMH4 ARPP21 BPTF BTN3A1 BZW2 C3orf52 C9orf72 CAMSAP2 CBX4 CFAP70 CMTM6 CNOT7 COPS4 CREBZF CTTNBP2 CYP4F11 DOCK5 EIF3A ELOVL2 EMCN ENSG00000274333 ENSG00000276077 ENSG00000277067 EPM2AIP1 ESRRG ETF1 EXTL3 FCGR3B FN1 GABRA2 GCNT2 GLCE GLT6D1 GTPBP4 HERC4 HLA-DOB HOXC10 JARID2 JAZF1 KALRN KCNH7 KCNJ4 LOC102724701 MAGEB4 MDM1 MPZL1 MRPL3 MTMR4 MTPN OSBP PARPBP PBLD PDK1 PER2 PLAAT2 PMP22 PPP1R14C PPP2R2A PRLR PRPF38B PSME4 PTCHD4 PTPDC1 PUS3 RAB9A RABGAP1L RADIL RIN2 RPUSD4 S1PR5 SEMA4C SFXN3 SGIP1 SH2B1 SH3TC2 SIX4 SLAMF7 SLC33A1 SLC7A14 SLC7A3 SMARCD1 SMIM21 SNX1 SRP19 SS18L2 STRN3 STT3B SYTL4 TANC2 THAP3 TMEM161B TNPO1 TRPC4AP TRPM8 TSC22D2 TUBD1 UBE3D UBTD2 UQCC1 WNK1 XIAP ZBTB10 ZNF148 ZNF181 ZNF407 ZNF544 ZNF710 ZNF732 ZNF827 MIR137_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR137_3P ABHD13 ABHD17A ABHD18 ABHD2 ABHD6 ABI3BP ACAP2 ACSBG2 ACSL6 ADAMTS5 ADCY2 ADO AGGF1 AGO4 AGPAT3 AHCYL1 AHCYL2 AIDA AJUBA ALPG AMD1 ANKRD12 ANKRD28 ANKRD44 AP1S3 AP3S1 APPL2 AQP8 ARHGAP24 ARHGAP42 ARHGAP44 ARHGAP5 ARHGEF18 ARID4B ARSD ASPH ATF7IP2 ATG14 ATP10A ATP11B ATP2B2 ATXN1L B3GALT2 B4GALT5 BAZ1A BBX BCOR BCORL1 BRAF BTAF1 C11orf87 C17orf58 C18orf25 C2CD2 C6orf47 CA7 CABLES2 CACNA1G CACNA1H CACNA1I CADM2 CADPS CALCOCO1 CALN1 CAPN2 CASTOR2 CCDC126 CCDC85C CCNG2 CD2AP CDC37L1 CDH12 CEP128 CHD9 CHORDC1 CHST10 CILK1 CISD1 CLEC16A CNEP1R1 CNTN3 COCH COL11A1 COL19A1 COL5A1 CPD CPNE8 CRKL CSDC2 CSNK1G3 CST11 CTDSP2 CTNNA3 CTSF CTTNBP2 CTTNBP2NL CUL3 CXADR CXCL14 CXXC4 CYB5R4 CYYR1 DAAM1 DAG1 DCDC2 DCLK1 DCUN1D1 DDX3X DENND1B DESI1 DEXI DFFB DIP2C DIPK2A DIRAS2 DLGAP1 DMRT2 DMRT3 DOCK8 DR1 DTNA DTX2 DUSP10 DUSP4 DUSP5 E2F6 E2F7 EDIL3 EFCAB14 EFR3A EGR2 EIF2S3 EIF3J ELOVL2 EMCN ENHO ENSG00000275993 EOGT EPC2 EPHA5 EPHA7 ERBIN ESRRA ESRRG EVX1 FAM117B FAM168A FAM78A FAM98A FAT3 FGF11 FGF9 FGL2 FHIP2B FKBP4 FMNL2 FNDC5 FNIP1 FOXC1 FRMD6 FTHL17 FURIN FXR1 FXYD6 FZD3 GABRA1 GALNT1 GBP3 GDPD1 GFPT1 GIPC2 GIT2 GJC1 GLCE GLIS2 GOLGA7 GORASP2 GPAM GPCPD1 GPD2 GPR137B GRAMD2B GRAMD4 GRIA4 GRIP1 GRK6 GRM5 GRM7 GTF2A1 GUCY1A2 GXYLT1 HERPUD2 HIC1 HLF HLTF HMGN3 HNRNPDL HOXC4 HTN1 HTN3 HTR2C HYCC2 ICA1L IFT20 IMPA2 ING2 INPP5A ITPR3 ITPRIP JADE1 JAKMIP2 JMY KANK4 KCNAB3 KCNB2 KCND2 KCNMB2 KDELR3 KDM1A KDM4A KDM5B KHDC4 KIAA1671 KIT KLF12 KLF15 KLHL21 KLHL28 KMT2A LBH LBX1 LCP2 LEMD3 LGI3 LIMCH1 LIN7A LINGO2 LMBR1L LMTK2 LONRF3 LURAP1L LUZP2 LZTS3 MAML1 MAN2A1 MAP3K14 MAP3K20 MAPK10 MARCHF7 MARCHF8 MBNL2 MBOAT2 MBTPS2 MED11 MED21 MED27 MEGF9 METTL9 MICU1 MIER3 MITF MLC1 MPC1 MPP1 MRPS5 MSI1 MSI2 MSRB3 MTDH MXD1 MYBPC3 MYO1D NABP1 NAT8L NATD1 NBEA NCAPH2 NCK1 NCKAP5 NCOA2 NCOA3 NDST1 NECAB3 NEFH NETO1 NEUROD1 NEUROD4 NF1 NFASC NFATC2 NFIB NFYC NIPBL NKAIN1 NKAPD1 NOX4 NPC1 NREP NRG1 NRG2 NRG3 NRP1 NSG1 NUCKS1 NXT2 OSBP2 OSGEP OTUD4 OTUD7B OXR1 OXSR1 PALM2AKAP2 PAQR3 PARP4 PAXBP1 PCGF5 PDCD6 PDE4A PDLIM3 PGP PHF20 PHTF2 PIAS2 PIGY PIK3R3 PIP4P2 PITPNA PLCB1 PLEKHO2 PLK2 PLXDC2 PNKD POLR2C PPARGC1A PPP1CB PPP4R2 PRADC1 PRDM1 PRKAA1 PRKAB1 PRKAR2B PRKD3 PRR16 PTGFRN PTN PTPN2 PTPN4 PTPN5 PXDNL PXN PYURF QKI QSER1 RAB9A RANBP9 RAP2C RAPGEF5 RAPH1 RAVER2 RBM27 RBM41 RBPJ RCOR2 RDX RELL1 RETREG3 RGS6 RGS7BP RHOBTB1 RIC1 RIC8B RICTOR RMND5A RNF138 RNF150 RNF213 RNF4 RNGTT RNLS RORA RRAGD RREB1 RRM2B RSBN1 RTKN2 RWDD4 SASH3 SBNO1 SBSPON SCN8A SCRT1 SCRT2 SENP6 SEPTIN3 SERP1 SEZ6L2 SGCG SGO1 SGPL1 SH3TC1 SHROOM2 SIK1 SIPA1L2 SIRT6 SKI SLC12A2 SLC12A6 SLC16A9 SLC17A6 SLC1A5 SLC25A5 SLC30A4 SLC35A1 SLC35A4 SLC35E2B SLC36A4 SLC43A2 SLC46A3 SLC4A7 SLC5A7 SLC6A8 SLC6A9 SLC7A9 SLC8A1 SLMAP SMCP SNRK SNX25 SOAT2 SOX11 SOX6 SPATA13 SPATA16 SPRY3 SRC SS18 SSBP2 SSR3 SSX2IP ST13 ST3GAL3 STAC STATH STK11 STK38 STK38L STK40 STRBP STRN STT3B STYX SUSD3 SWT1 SYF2 SYNCRIP SYNDIG1 SYT1 TAF7L TBC1D1 TBC1D19 TBCE TCF12 TCF3 TCF4 TDRD7 TENT4A TFAP2A TIGD1 TJP2 TLCD4 TMEM218 TMEM229B TMEM33 TMEM80 TMLHE TMPO TMSB15B TPCN1 TRAF3 TRIM33 TRIM45 TRPC5OS TSC22D2 TSN TSNAX TTC26 TTC28 UBE2G1 UBE2K UBE3C UBLCP1 UBN2 UGCG UNC79 USP30 USP36 VASH2 VAX1 VWA5B2 WBP1L WNT16 WNT7A WWP2 XPO4 YBX3 YTHDC1 YTHDF3 ZBTB21 ZBTB7A ZBTB7B ZC3H3 ZC3H6 ZCCHC2 ZDHHC5 ZFP36L2 ZFYVE16 ZMYM2 ZNF143 ZNF217 ZNF224 ZNF326 ZNF343 ZNF385D ZNF449 ZNF516 ZNF555 ZNF621 ZNF710 ZNF736 ZNF770 ZNF804A MIR138_1_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR138_1_3P ABI1 ALCAM ANO6 AQP11 AS3MT ASXL1 ATE1 ATRN BAG4 BRPF3 C15orf61 CERS3 CLEC1A CNTNAP5 COQ9 CPPED1 DCAF7 DCT DDB1 DDI2 DNMT3B DPP6 EAF1 EMX2 ERBB4 FUT9 G3BP1 GASK1B GBE1 GMNC GNPNAT1 GPATCH8 GXYLT1 HPS3 ING1 IRF9 KLLN LUZP1 LYPD6 MEGF10 NBN NCAN NDUFAF5 NEU3 NYAP2 OXSR1 PGM2 PHACTR2 PLEKHM3 RAB3B RAB3GAP1 RAB4A RALB RANBP9 RASSF3 RBM12B RBMXL2 RC3H1 RPIA RPL15 SAMD12 SH2D4A SLC4A4 SLC5A5 SMC6 SOCS4 SPRED1 SYNRG TET3 THUMPD1 TIPRL TOGARAM2 TRAF3IP1 TXLNB USP24 USP4 WDFY2 YIPF4 ZNF275 ZNF428 ZNF681 ZNF770 MIR138_2_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR138_2_3P AAMDC ABCA8 AFF4 AGFG1 AGGF1 ALKBH8 ANKRD28 APOA5 ARGFX ARHGAP44 ARID2 ASPA ATP11C ATP6V1G3 AZIN1 BCL11A BCL2L13 BECN1 BRWD3 BTAF1 CADM2 CAMTA1 CAPS2 CASP10 CDC123 CLASP2 CLEC2D CREBRF CTNND2 DAB1 DCX DLGAP1 DTNA DUSP10 E2F6 ENSA ENTPD7 EPHA4 EPHA7 ERI1 ESYT2 ETNK1 FCMR FGFR3 FLI1 FOXO3 GABRA5 GJB2 GPR137B GRK3 HDAC9 HIPK2 HPDL IKBIP INO80D ITCH JAGN1 KBTBD2 KCNE3 KIAA0232 KIAA2013 KLF12 LACTB LANCL1 LCA5 LIX1L LPAR1 LSM11 LTBP3 MAPK13 MAT2B MBD5 MEF2C METTL15 METTL8 MICU3 MINAR1 NANP NNT NPAT NUCKS1 NUDT12 OPRM1 PALS2 PATZ1 PCDH9 PCF11 PDE12 PDE1C PDE6D PELI1 PIK3C2B PIK3R1 PLCB1 PLEKHA2 POU4F2 PPFIA2 PPM1E PPP4R3A PRDM5 PRMT2 PSIP1 PTF1A PTGER4 PTGR2 RAB14 RAP1A RAP2B RBM41 RC3H1 RCN2 RNF19A RPS6KB1 RXFP2 SAMD5 SATB1 SBF2 SEPSECS SESN3 SFPQ SHH SLAMF6 SLC24A2 SLC35G1 SLC38A1 SLC39A9 SLC7A14 SLIT3 SMAP1 SMIM17 SOWAHA SPINT2 STAT3 STK4 SV2C TAB3 TBL1X TBR1 TLE1 TLL1 TM9SF3 TMEM209 TMPRSS11E TP53RK TPTE TRIL TRIM23 TRIP11 TRPS1 TSHZ1 TWF1 UBTD2 USO1 USP13 USP33 VASH2 VDAC2 ZBTB33 ZBTB44 ZCCHC10 ZDHHC21 ZFHX3 ZFHX4 ZNF12 ZNF260 ZNF326 ZNF385B ZNF529 ZNF568 ZXDA MIR138_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR138_5P ACP7 ACVR2B ADAL ADCYAP1R1 ADGRA2 AGO1 AGO4 AHCYL2 AKAP11 AMMECR1 ANK1 APPBP2 ARHGAP32 ARHGAP42 ARHGAP6 ARPIN ARRDC3 ATP11C BAZ1B BCL11A BLTP3A BPNT2 C6orf47 CA3 CALHM5 CALN1 CASTOR2 CCDC85C CCND3 CD34 CDK6 CELF5 CENPN CLEC1A CLIP1 CLMP CLN5 CLNS1A CLOCK CLVS1 CNOT6L CNOT8 CNOT9 CORIN CREB1 CSRP2 DCP1A DCUN1D4 DEK DESI2 DMKN DNAH12 DNAJB6 DTX4 EID1 EPHA8 ERI1 EZH2 FAM169A FAM210B FAM83D FEM1C FERMT2 FOXC1 FOXP4 FRMD5 G6PD GGCX GNAI2 GNG2 GTF3C3 GTPBP1 H3-3B HECTD2 HIF1AN HK1 ILDR2 ITGAL JAZF1 JMJD1C JOSD1 KANK1 KBTBD4 KDELR2 KDM5A KIAA0930 KIAA1958 KLF11 KLF12 KLHL18 KMT2C KMT5B L3MBTL3 LAYN LIMCH1 LIN9 LMAN1 LPAR4 LSM14A LYPLA1 LZTS3 MAN2A1 MAST4 MIEF2 MRM3 MTF2 MTUS2 MXD1 NBEA NEUROD1 NFIB NFIX NINJ1 NKAIN1 NKAPD1 NPPC NRM NSFL1C NSMF PACSIN2 PAPPA PDE3A PDE7B PDIK1L PIP4K2C PLXNB2 PPARD PPARGC1A PPIP5K1 PRPF40A PRRT4 PSD2 PTK2 PTPN4 PWWP2A RAD51D RARA RASL12 RASSF8 RB1CC1 RCAN2 RELN RHOC RIBC1 RIMS2 RMND5A RNF38 ROCK2 RPRD1B RPS6KA1 S100A2 SCN8A SCRN1 SEH1L SENP1 SERTAD4 SESN3 SEZ6L2 SH2B3 SH3GL2 SIGLECL1 SIN3A SIRT1 SLC2A10 SLC35F1 SLC41A1 SLC6A17 SLC6A8 SLCO3A1 SNCAIP SOBP SOCS5 SOGA1 SORBS2 SPTB ST6GALNAC4 STXBP5 SULF2 SYT13 TEAD1 TENT4B THAP11 THRAP3 THRB TIPARP TMEM198 TMOD2 TMTC4 TRAM1 TRPS1 TTLL12 TULP4 UBP1 UNC5A UNC5D UPF2 USP10 VEZF1 VIM VPS26A VSTM2L VSTM4 ZEB2 ZER1 ZFAT ZFP36L2 ZNF148 ZNF275 ZNF385A ZSCAN22 MIR139_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR139_3P ADGRA1 ANXA2R C1QL4 CCDC71L CTU1 ELK1 FN3K LMO2 MIER2 NOX4 PCLAF PLCH1 PLD5 RAB8B RPL22 UBE2G1 MIR139_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR139_5P AAK1 ADCY1 ADGRL4 AEBP2 AKIRIN2 ANGPTL5 ANK2 AP1S2 APLP2 APPBP2 AQP1 ARF6 ARMC2 ARX ASH1L ATL2 ATP2B2 ATRX BAZ2B BMPR1A C17orf75 C2orf49 CAAP1 CACNA2D1 CBLL1 CBX1 CDH20 CMYA5 CNOT4 CSRNP2 CUL3 CXCR4 DCBLD2 DENR DIP2C DMD DPY30 DVL1 EBF1 EIF4G2 ELAVL2 ELOVL5 ERBIN ETS1 FAM222B FAM76B FBN2 FMR1 FOS FSBP GABBR2 GABRB2 GDF10 GOT2 GPM6A GPR37 GULP1 GYPE H2AZ2 HEG1 HIPK1 HOXB2 IQCJ-SCHIP1 JUN KAT6A KBTBD2 KDM7A KIF13A KPNA4 LINC03043 LRFN5 LRP2 LRRN3 MBNL3 MDGA2 MED4 MEIS2 MGAT4A MIER3 MNT MORN4 MSL3 NANOGNB NDFIP1 NDRG2 NDRG4 NDUFB5 NECTIN3 NOTCH1 NPPA NPTX1 NR5A2 NRK PDE3A PDE4A PDE4D PFN2 PHF6 PHKA1 PIEZO1 PLCB1 PMP22 PPARGC1B PPP2CA PRDM16 PRKD3 PROSER1 PRPF4B PSME4 PTPN4 PTPRU RAD54B RASGRF1 REM1 RFX7 ROCK1 ROCK2 RPL22L1 SCAPER SCN3A SGCZ SLC25A21 SLC25A3 SLC9A2 SMOX SRSF4 SSX2IP STK24 TBX1 TET3 TGIF1 TMEM132D TMF1 TMPO TNPO1 TP53BP2 TRIM71 TRMT10C TSPAN3 TXLNG UBE2E3 UBR3 UGT2A3 USP6NL WASHC4 WASL WDR47 WDR93 WTAP YWHAG YWHAQ ZBTB34 ZEB1 ZEB2 ZFAND3 ZNF181 ZNF346 ZNF630 ZNF677 ZNF678 ZNF792 ZNF99 ZRANB2 MIR140_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR140_3P ACSS1 ACVR2B ADAM10 ADCY9 ADGRE2 AFF4 ANAPC1 ANKHD1-EIF4EBP3 AP4M1 ARHGAP17 ASIC1 ATF7IP ATP6AP2 ATXN7L3B BACE1 BAHD1 BSN CAND1 CAPRIN1 CASD1 CBL CCDC191 CCDC198 CCNJ CCNT2 CDC42EP3 CEACAM6 CEP85 CFAP210 CHL1 CTCFL CTNNA3 CXCL11 CXCL8 DCUN1D1 DDX39B DENND6A DNAJC24 DNER DNM1 DOCK9 DTX4 EIF4EBP3 ELOA ETNK1 FAIM FANCF FBXO33 FDXACB1 FGF9 GIT1 GOPC GPATCH2L GPR158 GPX8 HECA HIPK3 HOXB5 HPCAL1 HSDL2 IDS IFT57 IQCJ IQCJ-SCHIP1 IREB2 ITFG2 ITK KIAA0232 KMT5B LDAF1 LHFPL2 LILRA2 MAP3K20 MARCKS MBTPS2 MRPL15 MVB12B NAALAD2 NDC1 NDST1 NFYA NGRN NONO NOVA1 OLIG3 OTULINL PCDH17 PCDH8 PDE6B PEAK1 PLEKHG3 PLPP3 PMS1 POU2F1 PPP1R3B PRDM10 PRMT2 PTGDR RAB1A RAB8B RAP2A RASGEF1B RBFOX2 RICTOR RNF130 RRAS2 SDC4 SERINC5 SGIP1 SIM1 SIRT1 SLAIN2 SLC1A4 SLC6A13 SLC7A1 SMARCA2 SMCR8 SMIM13 SNX25 SOBP SPRED2 STAG2 STK17B TAB2 TMEM254 TRAK1 TRIM33 TTYH3 UBAP2L UBQLN2 UNC5C USP49 USP6 VANGL2 VPS13A WDFY1 YWHAG ZC3H6 ZC3H7B ZNF131 ZNF20 ZNF584 ZNF594 ZNF772 MIR140_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR140_5P ABHD5 ADAMTS5 ANKFY1 ANKRD42 ANO6 ARHGAP19 ATOSA BACH1 BEND4 BICC1 BMP2 C11orf52 C1R CAPN1 CEP350 DDHD2 DLGAP1 DLST DOK4 DPP10 EEIG1 EGR2 ELAVL2 EPB41L2 ERC2 FBN1 FBXO45 FGF9 GALNT16 GPR161 HDAC7 HDGFL3 IGFBP5 IPO7 JAG1 KAT2B KATNBL1 KBTBD2 KLF6 KLF9 LHFPL2 LRP4 MED13 MED4 MFSD14A MMD MOB1A MROH9 MTSS1 NDUFA12 NFE2L2 NLK NPL NPR3 NUCKS1 PPTC7 PRDM1 PRLR RFX7 RNF170 RNF19A RNF32 ROR1 RPUSD2 SBNO1 SEPTIN2 SLC2A1 SLC38A2 SNX2 SRCAP STRADB TANC2 TBC1D12 TGFBR1 TMEM177 TMEM260 TSC22D2 TSPAN12 TSSK2 UBR5 VCPIP1 VEGFA VEZF1 WASF1 WDFY3 WNK2 YOD1 ZNF800 MIR141_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR141_3P ABHD18 ABL2 ACADSB ACO1 ACOT7 AK2 ALKAL2 ALS2 ANGPTL1 ANKRD44 ANP32E AP3S1 APBB2 AQP11 ARFGEF3 ARHGEF18 ARL4A ARPC5 ARRB1 ASTN1 ATL1 ATP8A1 ATP8A2 ATXN1 ATXN7 B3GNT5 BBS10 BEAN1 BICD2 BMT2 BNC2 BRD3 BRMS1L C11orf54 C14orf28 C1orf21 C21orf91 C2orf69 C5orf24 C5orf63 C6orf120 C6orf141 CALCR CBL CCDC6 CCDC80 CCDC85C CCND2 CCNE2 CD2AP CDC14A CDC25A CDC25B CDC42EP3 CDK13 CDK8 CDKN3 CEP120 CEP43 CERS6 CFAP20DC CHD2 CHP1 CLASP2 CNTN1 CORIN CREB1 CREBRF CRLF3 CRMP1 CSTA CTNND2 CXCL12 CYP26B1 DAPK1 DCP2 DCUN1D3 DEK DLC1 DMWD DNAJC13 DOCK4 DR1 DSTYK DUSP3 E2F3 EDEM1 EGFR EGR2 ELAVL2 ELK3 ELMOD1 ENSG00000275993 EPHA2 EPHA7 EPN1 ERC2 ERG EVI5L EXOC5 FAM168B FAM210A FAM24A FAM91A1 FAT3 FBXL2 FHIP2A FKBP1A FKBP5 FMR1 FNBP1L FNIP2 FOXA2 FOXJ3 GAB1 GABPB1 GCNT2 GIGYF1 GJC1 GLCCI1 GLS GNA13 GPAT4 GPC2 GPR6 GRB2 GSG1 GSN H2AZ1 HCAR2 HCAR3 HCN1 HDAC4 HEATR5A HGF HIC2 HIPK3 HMG20A HMGCS1 HNRNPF HOXC13 HS2ST1 HS6ST2 HS6ST3 HSDL1 HYCC2 IBA57 IFFO2 IFNAR1 IGDCC4 IKZF2 IKZF5 IL6R INO80D IPO5 IQCJ-SCHIP1 IRS2 ITGA6 ITPRIPL2 JAG1 JAGN1 JAZF1 KAT6B KAZN KCTD20 KCTD3 KHDRBS3 KIAA0408 KIDINS220 KIF17 KIF3A KLF12 KLF6 KLHDC10 KMT2A LGR4 LHFPL6 LHX6 LMBR1 LOXL3 LPAR3 LPP LSAMP LTBP1 LYPLA1 LYSMD3 MACC1 MAP2K4 MAP3K19 MAP3K2 MAP3K20 MAP7D1 MAPK10 MAPK6 MARCHF6 MBNL1 MBNL3 MCIDAS MDM1 MED6 MFF MIER1 MIER3 MINDY3 MLANA MN1 MNX1 MPHOSPH9 MPZL2 MSANTD4 MYBL1 MYH10 MYRIP MYT1L NAP1L2 NBPF11 NBPF14 NBPF15 NBPF20 NBPF8 NBPF9 NCKAP5 NCOA2 NDFIP2 NEK6 NFASC NIPAL3 NME1 NPAS3 NR2C2 NR3C1 NRIP3 NRXN1 NTNG1 NUCKS1 NUFIP2 OLFM1 OPA3 OSBPL11 P2RY1 PAFAH1B2 PAPPA PAQR9 PCDH10 PCDH9 PDCD4 PDGFRA PDK2 PEG3 PFKM PGRMC2 PHC3 PHLPP2 PHYHIPL PIAS2 PIGA PIKFYVE PIN4 PITX2 PLAG1 PLAGL2 PLCL1 PLEK PLXNA4 PPARA PPM1E PPM1L PPT2 PRELID2 PRKACB PRKCE PRR11 PRRG1 PTCH1 PTPRG PURA QSER1 RAB10 RAB38 RAB8B RALGPS2 RANBP6 RAP2C RAPGEF5 RARB RASSF8 RB1CC1 RBM12 RBM20 RBM24 RBM33 RBM46 RCOR3 REEP3 RHEB RIMS1 RNF145 RNFT1 RSAD2 RSL24D1 RSPO2 SCD5 SCHIP1 SCN2B SCUBE2 SDC2 SEMA6A SESTD1 SFPQ SIK1 SLAIN2 SLC14A1 SLC16A7 SLC19A2 SLC1A7 SLC20A1 SLC23A2 SLC30A4 SLC35D1 SMC5 SMIM15 SMIM7 SOBP SOCS5 SPAG9 SPOPL SPRYD3 SRC ST3GAL3 STON2 STX2 STXBP1 STXBP5 SUGT1 SUPT6H TADA1 TAF12 TCERG1 TCF12 TCF24 TCF4 TFAP2C TGFB2 TIAM1 TMED9 TMEM130 TMEM135 TMEM170B TMEM41B TMPRSS11F TMTC1 TNFAIP3 TNRC6B TNS1 TNS3 TOMM7 TP53INP1 TPK1 TRAM1 TRHDE TRUB1 TSC1 TSEN2 TSHZ3 TTBK2 TTLL7 TTR UBE3A UGT1A1 UGT1A3 UGT1A4 UGT1A6 UGT1A9 UNC5C URGCP USP49 VCAN VRK2 WDFY3 WDR33 WNK1 WWTR1 XKR9 XPR1 YAP1 YTHDF2 YWHAG ZBTB34 ZCCHC24 ZCCHC3 ZEB1 ZEB2 ZFR ZNF284 ZNF416 ZNF644 ZNF705EP ZYG11B MIR141_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR141_5P ANKRD44 ANKRD7 ATP6V1G3 BEND2 CA8 CAMK1 CBLL1 CCDC85A CD46 CDH19 CDKN1B CDO1 CDR1 CEP44 COG2 COL21A1 CRYZL1 DARS2 DDX19B DLC1 DNAJC21 EFHD2 EGFR ERBIN FAM135A FBXL16 FBXO33 FRAS1 FXN GCFC2 GLYATL1 GRIA4 GRPEL1 GTF2B HAPSTR1 HSP90AA1 ILDR2 INO80D IPMK ITGA9 KCTD6 KDM7A KIAA1671 LMLN MAN2A1 MAP3K1 MAP3K20 MAP3K7CL MATN2 MCEMP1 MCTP1 METTL9 MORC1 NAPG NEK11 NETO1 NPY5R NTNG1 NUP50 ONECUT2 PHRF1 PLA2R1 PRKACB PTCHD4 QKI RAB32 RANBP6 ROPN1 RREB1 RRP15 RSPH4A SCLY SEL1L SGK1 SLC30A9 SLC33A1 SMIM17 SNTG1 SOAT1 SPINK14 SPTSSA ST7L SUPT16H TBC1D12 TBX18 TCAF1 TENT4B TLNRD1 TM9SF3 TPH2 TRIB2 TXNDC5 UBE2W UVRAG WNT5A ZFYVE9 ZNF334 ZNF695 MIR142_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR142_3P ACBD5 ACSL4 ADCY9 ADGRL3 AFF1 AKT1S1 ANK3 ANKRD11 ANKRD42 APC ARF4 ARID5B ASH1L ATF7IP ATP6V1G3 ATXN1L BAZ1A BMAL1 BNC2 BOD1 BRWD3 BTLA C5orf24 C6orf47 C9orf72 CCDC6 CCNT2 CDADC1 CDC25C CEP192 CFL2 CHMP3 CIITA CLDN12 CLOCK CLTA COG4 CPEB2 CTTN DCUN1D4 DNAAF9 DUXA EGR2 EIF5A FGF9 FMNL2 FOXD4L3 FOXD4L6 FOXO4 GAB1 GAS2L3 GHR GNAQ GNB2 GTF2A1 HEATR5A HECTD1 HGS HMGA2 HSPE1-MOB4 IER3 IL6ST INPP5A INPP5F IPMK IPO7 IRAK1 ITGA8 ITGAV ITGB8 ITPKB ITPR3 JMJD1C KAT2B KDELR2 KIF5B KLHDC1 LCOR LRP1B LRRC1 LRRC32 LRRC3B MARK3 MBD6 MLXIP MOB4 MORF4L2 MRFAP1 MTCH1 MTMR9 MTUS1 MYH10 NR1D2 NR2F6 NR3C1 NUCKS1 OSBP OSBPL3 PAFAH1B2 PCGF3 PDE4B PDZD9 PGM1 PHAF1 PLA2G12A PLCB1 PPP1R2 PPP1R37 PSMB5 PTPN23 PTPRB PUM1 QKI RAB11FIP2 RAB12 RAB2A RAB3A RAC1 RARG RASSF3 RBM47 RERE RGL2 RHEB RHOBTB3 RICTOR RLF RNF103-CHMP3 RNF126 ROCK2 S1PR3 SH2B1 SLC1A3 SLC33A1 SLC35F5 SLC37A3 SLC49A4 SLC7A11 SMG1 SP4 SP8 STAM STAU1 STRN3 STX12 SUCO SYN2 SYPL1 TAB2 TAOK1 TARDBP TASOR2 TET3 TGFBR1 TIPARP TMEM200B TMEM59 TNKS TNRC18 TSEN34 TWF1 USP33 USP6NL UTRN VAMP3 WASL WDR5B XPO1 ZBTB41 ZCCHC14 ZEB1 ZEB2 ZMYND8 ZNF479 ZNF90 MIR142_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR142_5P AADAC ABCA1 ABCB5 ABHD10 ACADSB ACBD5 ACER3 ACKR3 ACSL6 ACTC1 ACTN4 ADAM20 ADAMTS1 ADAMTS5 ADGRB3 ADGRL3 ADIPOR2 AFF4 AHR ALS2 ANGEL2 ANGPT2 ANGPTL5 ANKIB1 ANKRD28 ANKS1B APPBP2 APPL1 AQP11 ARHGEF6 ARID2 ARID4B ARSJ ASB7 ATP13A3 ATP1B1 ATP1B4 ATXN7L2 B3GNT5 BAZ2A BCOR BHLHE41 BICD1 BMI1 BMPR1A BNIP2 BOD1L1 BRD1 BRWD3 BTBD1 BVES C11orf71 C8orf34 CA8 CADM2 CAPN10 CAPN7 CAV2 CBLN4 CCDC80 CCL28 CCNG2 CCSER1 CD109 CD69 CDK17 CDK19 CEP290 CEP57L1 CFAP65 CHSY3 CILK1 CISD2 CIT CLIC4 CLK4 CLVS2 CNEP1R1 CNTN1 COMMD3-BMI1 CPNE4 CREBRF CSMD3 CUL4A CXADR CYLD CYTH2 CZIB DAP3 DBR1 DENND1B DIAPH2 DIO2 DLG1 DLGAP1 DMD DNAI7 DNAJB4 DNAJC25 DNAJC7 DUSP18 DYNC1I2 DYNLT1 EFCAB14 EIF5A2 ELAVL4 EPAS1 ERH ETV1 EXO1 FAM131B FAM199X FAM91A1 FBXL3 FBXO30 FCHO2 FEM1C FGD6 FGF12 FGFR1OP2 FHIT FIGN GAB1 GAS7 GBP5 GCC2 GDNF GK5 GNG12 GOPC GPC6 GPR155 GUCY1A2 HAPLN1 HDLBP HELQ HIPK1 HNRNPH3 HOOK3 HOXD8 HSD11B1 HSPH1 HYCC1 IFIT5 IGF1 IGF2BP3 IGFL1 IL17F IL22 ITGAV KBTBD12 KCNA4 KITLG KLF10 KLF8 KNG1 KRAS LACTB LDB2 LEPROT LHFPL3 LMX1A LPP LRP12 LRP1B LSM8 MAGI2 MAL MAL2 MAN1A1 MAP3K2 MAP3K20 MAP4K3 MARCHF6 MARVELD3 MBNL3 MCM10 MCMDC2 MED12L MED14 MED17 MED28 MED6 METTL6 MFSD9 MID2 MINDY2 MKLN1 MLH3 MOSPD2 MRPS36 MTCP1 MTFR1 MTMR10 MTR MYCN MYO1D NALF1 NBEA NBN NCK2 NCKAP1 NEDD4L NENF NEXMIF NFAT5 NFE2L2 NFX1 NKX3-1 NPAT NR1I2 NR2C1 NT5C1B-RDH14 NUP133 OGFRL1 ONECUT2 OTUD4 PAIP1 PDCD6IP PDS5B PGM2 PHYHIPL PIK3C2A PIK3CA PLAUR PLEKHA3 POGLUT3 PPP3R1 PPP6C PRDM8 PRELID2 PRKG1 PROM1 PRPF40A PRPF4B PSAT1 PTP4A1 PTPN4 RAB6B RAD50 RAP1A RB1CC1 RC3H1 RERG REST RGPD4 RGPD5 RGPD6 RGPD8 RHOA RHOQ RNF138 RNH1 ROBO1 RORA RPS6KA5 RRP15 RSF1 RWDD4 S1PR1 SACS SAMD12 SDHB SELENOT SGCE SGMS1 SH2D1A SH3KBP1 SIX4 SLAIN1 SLC12A2 SLC15A5 SLC18A2 SLC24A2 SLC25A21 SLC30A4 SLC7A11 SLC9A6 SMAD2 SMAD5 SNX1 SNX3 SOCS1 SOX7 SPAG9 SRSF6 SSH1 ST8SIA1 STAG1 STARD13 STAU1 STC1 STK17B STK38L STX17 STXBP4 SUPT7L SWSAP1 SYNJ1 TAFA1 TBC1D9 TBL1XR1 TCF21 TENM3 TMEM265 TMX3 TNS1 TOPORS TRIM13 TRIM23 TRIM36 TRPC4 TRUB1 TTL TUT4 TVP23B TVP23C UBE2A UBE2D1 UBE3B UBE4A UFL1 USP9X VGLL3 VMP1 VPS50 VPS54 WWP1 YOD1 ZBTB11 ZBTB20 ZBTB37 ZC3H12B ZC3H12C ZCCHC14 ZDHHC2 ZFPL1 ZFPM2 ZMYND11 ZNF131 ZNF239 ZNF326 ZNF445 ZNF454 ZNF471 ZNF503 ZNF587 ZNF624 ZNF680 ZNF736 ZNF770 ZNF831 ZSCAN12 ZXDC MIR143_3P_MIR4770 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR143_3P_MIR4770 ABHD14A ABHD17B ABL2 ADD3 AFF1 AFG1L AHCYL1 AKAP13 AKAP6 ALDH1L2 ARFGAP3 ARHGAP26 ASAP3 ASB4 ATP10A ATP6V1A B9D1 BAAT BAG3 BRD2 C12orf76 CA8 CACHD1 CACNA1A CBFB CCDC110 CDC42BPA CHST10 CIR1 CLSPN CLTRN CMPK1 COL1A1 COL24A1 COL25A1 COL5A3 COMMD2 CPB2 CPD CRELD1 DCLK1 DEGS1 DENND1B DIP2B DISC1 DSG1 EFS EIF2AK3 ELMOD1 EME1 EPB41L4A EPM2AIP1 ERC1 ETV3 ETV6 EXOC6B FADS6 FAM117A FAR1 FBXO46 FGF1 FGF9 FNDC3B FNDC5 FOSL2 FRS2 FSCN1 FTSJ1 GABARAPL1 GDF10 GIGYF2 GLI3 GNL3 GOLM1 GPR15 GXYLT1 HIPK2 HOXA5 HTR2B HTR2C HTR3A IGFBP5 IL16 IL2RA INO80D INSYN2A ITGB8 ITM2B KAT6A KCNN3 KIF3B KRAS KRT80 LMO4 LRBA LRP12 MAB21L1 MAP3K7 MAPK7 MEDAG MEX3C MFSD6 MGP MLLT10 MOGS MRTFB MSI2 MYBL2 MYO5A MYO6 NECAP1 NEK5 NEURL1 NEXMIF NFATC1 NFXL1 NPR3 NSD2 NUAK2 PACRGL PAN3 PC PCDH15 PDIA6 PGLYRP4 PHF6 PLPBP PPM1E PSEN1 PSME4 PTPN23 PTPN4 RAB11FIP1 RASGRF2 RBM24 RECQL5 RND2 RNF6 RPP30 SC5D SCAMP4 SCUBE2 SEC14L4 SECISBP2L SELL SEMA5A SFXN1 SH3PXD2A SHISA7 SINHCAF SIX4 SLC16A2 SLC25A15 SLC30A8 SLC38A2 SLC39A11 SLC4A8 SLC7A11 SMNDC1 SPATA5L1 SRD5A1 SRSF11 ST8SIA4 STAC STOX2 STRN3 SVIL SYNCRIP SYT10 SYT3 TAF12 TAF1L TBL1XR1 TET1 TGM2 THRB TM2D2 TMEM178B TMEM242 TMEM69 TP53RK TRAPPC8 TSHR TTPA TTPAL TUB UBE2E2 UBE2E3 UBXN2B UNC5A USP24 USP40 VAPB VASH1 VAX1 WASF3 WWC3 ZBTB41 ZBTB44 ZNF182 ZNF514 ZNF583 ZNF701 ZWILCH MIR143_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR143_5P ABCG2 ABHD10 ADRA1A ADRB1 ANKRD11 ARID4B ARL8B ASF1A BSPRY BTBD2 BTN2A2 C12orf4 C5orf24 CADPS CARD10 CASK CDK12 CDK14 CITED2 CORO2A CRYBG3 DDX3X DPH3 DYRK1A ELAVL4 EMC2 EOGT ERP27 ESRRG ESYT1 FAM111B FAM81A FEZ2 FMR1 G3BP2 GLCE GPR85 HAS3 HBS1L HIF1A HIPK2 HMGA2 HYCC1 IKZF2 ISL1 KBTBD2 KCNJ2 KDM2B KIAA0319L KPNA1 LAMP1 LAPTM4A LARP4 LRCH1 LY9 MAP3K11 MAP3K12 MAP3K2 MAP3K20 MAP3K4 MAP3K7CL MAT2A MIER3 MINDY2 MKKS MMD MPHOSPH9 MR1 NELL2 NPLOC4 NPNT NUAK1 PCNX1 PDS5A PDX1 POLR3D PPP2CA PRPF4B PTHLH PTPN4 RAB12 RAD21 RALGPS1 RAP2C RAPGEF6 RBPJ RC3H1 RHOQ RNF44 RORA SACS SATB1 SCN5A SELENOT SESN3 SGCZ SIX4 SKIDA1 SLC49A4 SLC7A2 SNX3 SPTBN1 STMN1 STRN SUMF1 TAX1BP1 TEAD1 TEX2 TFB1M TFDP1 THRA THY1 TMEM260 TOPORS TPPP TTC38 UBE2Q2 USP14 VSNL1 VWC2L WBP11 ZBTB18 ZC3H12C ZNF138 ZNF460 ZNF493 ZNF626 ZNF780B ZNF85 ZNRF2 MIR144_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR144_3P ABCA1 ABHD17B ABHD17C ABI1 ACBD3 ACBD5 ACBD7 ACER3 ACSL4 ACYP2 ADAMTS17 ADAMTS3 ADAMTS5 ADAMTSL3 ADRA1A AEBP2 AFAP1 AFDN AGMAT AKAP11 ALDH1A3 ALDH1L2 ALS2 ANGPTL3 ANKRD28 ANKS1A ANO1 ANTXR2 AP1G1 APLP2 APOOL APP APPBP2 ARHGAP18 ARHGAP26 ARHGAP42 ARHGAP5 ARID1A ARID2 ARPP21 ATAD2B ATP1B1 ATP2B1 ATP2B2 ATP5MC2 ATXN1 AXIN2 BACH2 BAZ2B BBC3 BBX BCL2L11 BCL9 BCLAF3 BEGAIN BICC1 BICD2 BMAL2 BMPR1A BMPR1B BNC2 BRPF1 BTAF1 C19orf73 C2orf49 C8orf44-SGK3 CAAP1 CACNA1D CACNA2D1 CACNB2 CADM2 CALCRL CAMTA2 CASTOR2 CAV2 CAV3 CBX4 CCDC186 CCDC85A CCDC88A CCNG2 CCNT2 CDH5 CDK8 CDKN2AIP CDV3 CDYL CEP170 CEP55 CEP68 CGGBP1 CLDN8 CNOT4 CNTN3 CPEB2 CRBN CREBRF CTTNBP2 CWC27 CXCL11 CXCL12 DCBLD2 DDIAS DIMT1 DIXDC1 DLG5 DR1 DST DTWD1 DYRK2 E2F8 EBF1 EFEMP1 EIF4G2 EIF5A2 ELAVL2 EMP1 EPB41L2 EPHA5 EPN2 ERBB4 ERBIN ERO1A ETNK1 ETS1 EXOC1 EXOC5 EXPH5 EZH2 FAHD2B FAM174A FAM199X FAM222B FAM76B FAM98A FAT4 FBN1 FBN2 FBXL3 FBXO32 FBXW11 FEM1C FGD6 FLRT3 FLT1 FMN2 FMR1 FN1 FNDC3A FOS FSBP FST FUCA2 FZD4 FZD6 GABPB1 GABRA1 GALNT1 GATA3 GBE1 GCNT1 GDF10 GJA1 GK5 GLCCI1 GNA13 GNG12 GOLGA7 GPD2 GPR176 GPRASP3 GRHL3 GRID2 GRIK2 GRIK3 GRIK4 GRM5 GXYLT1 HAT1 HDHD2 HDHD5 HEY2 HIPK3 HNRNPF HNRNPU HSPE1-MOB4 HTRA3 HVCN1 HYCC2 IDH2 IFFO2 IGIP IL15 IL7 IMPA1 IMPACT INO80D INSYN2A IPO8 IQSEC1 ITPR1 KCNJ6 KCNMB2 KCTD10 KCTD4 KIAA1217 KIAA2026 KIDINS220 KIF2A KIF3A KITLG KL KLRC4 KPNA1 KPNA2 LCOR LDLRAD4 LIFR LIMCH1 LPGAT1 LRAT LRCH2 LRP12 LRPPRC LRRC1 LSM14A MAFK MAGI1 MAML3 MAP3K13 MAP3K2 MAP3K4 MAP3K8 MAP3K9 MAP7D1 MAPK6 MAPK9 MARK1 MBNL1 MCF2L MED12L MED13 MED14 MED4 MED6 MEF2A MEGF9 MEIS2 MFSD6 MGAT4A MINAR1 MMGT1 MOB4 MORC3 MRTFB MSI2 MSX1 MTMR9 MTOR MTX3 MXRA5 MYBL1 MYCN MYEF2 MYO1E MYOCD NAA15 NACC2 NAV3 NCF2 NCKAP1 NDST3 NEK6 NEK7 NETO2 NF1 NFE2L2 NID2 NIPA2 NKX3-1 NLK NOS1 NPTX1 NPY1R NR1D2 NR2F2 NRK NRP2 NSMCE3 NT5DC1 NYAP2 ONECUT2 OTOGL OTUD4 PAFAH1B1 PANK1 PBX3 PCDH18 PCDH20 PCDH7 PDE3B PDE4D PDE8A PDS5B PEDS1-UBE2V1 PI15 PIKFYVE PLA2G4A PLEKHG1 PMPCB PNRC1 POLR3G POMP POU4F2 PPP1R16B PPP2R2A PPP2R2D PPP3R1 PPTC7 PRDM16 PREX2 PRICKLE1 PRKAA1 PRKD3 PRKRA PRRX1 PTCH1 PTEN PTHLH PTPN4 PTPN9 PURA PURB QSER1 RAD54B RAP2C RARB RASD2 RASEF RASGRF1 RASSF8 RBMXL1 REL RFX3 RGL1 RGMA RGS17 RIGI RIN2 RNF111 ROCK1 RORA RUNX1 S1PR3 SACM1L SALL1 SCN1A SCN2A SCN8A SEC24A SELENOT SEMA6A SEMA6D SEPTIN2 SETD5 SGK3 SGPP1 SH2B3 SH3TC2 SHISA6 SHPRH SINHCAF SLAIN2 SLC12A2 SLC15A5 SLC1A1 SLC20A2 SLC25A3 SLC25A36 SLC30A7 SLC35A3 SLC44A5 SLC45A3 SLC4A10 SLC66A3 SLC7A11 SLIT3 SLITRK4 SLMAP SMAD9 SMARCA1 SMARCA4 SNAP91 SNTB2 SNX13 SOBP SOCS7 SON SORCS3 SP4 SPARCL1 SPATA5L1 SPIRE1 SPOPL SREK1 SS18 SSX2IP ST18 ST3GAL6 STAG1 STAM2 STARD8 STC1 STIL STRN3 SUCLA2 SUCLG2 SUV39H2 SYNCRIP TAB3 TBC1D9B TBL1XR1 TBX1 TBX18 TEK TET2 TFAP4 TFB1M TGFBR1 TGIF2 THAP1 THAP5 TJP1 TMF1 TMSB4Y TMTC3 TNFSF11 TNPO1 TOGARAM1 TP53BP2 TRAPPC8 TRIB1 TRIM44 TRIO TSHZ3 TSPAN12 TTN UBE2A UBE2D1 UBE2D2 UBE2G1 UBE2V1 UBR3 UCK2 USP38 USP42 USP9X UTS2B VANGL1 VKORC1L1 VLDLR WDR3 WEE1 WIF1 WWTR1 XIRP2 XYLT1 YWHAG ZBTB18 ZBTB21 ZBTB34 ZC2HC1A ZC3H11A ZC3H12A ZC3H12C ZC3H6 ZCCHC2 ZDHHC21 ZEB1 ZFAND4 ZFHX4 ZFP36L2 ZFX ZNF148 ZNF181 ZNF207 ZNF260 ZNF367 ZNF570 ZNF571 ZNF597 ZNF704 ZNF800 ZNF827 ZPBP2 MIR144_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR144_5P ACSM1 APBB1 ATP6V1C1 BBOF1 BLTP3B CLDN12 CP DRAM2 FAM120A FAM3C FAR1 FERMT2 GRIN1 HIC1 HOOK3 HP1BP3 HYCC2 IL17F INO80D LARP1B MMD MPIG6B NBPF3 PAXIP1 RAB29 RAB33A RBFOX1 REEP3 RNF111 RNF144B RRAGC SMARCA2 STAM SYNJ1 TAF5 TARDBP TECRL TFG TMEFF2 TMEM114 TXNDC8 VGLL3 WFDC5 ZFP64 ZMIZ1 ZNF215 ZNF292 ZNF385B ZNF436 ZNF510 ZSCAN31 ZSWIM6 MIR145_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR145_3P ACAD8 ADAM23 AFG1L AHCYL2 ARL5B ARMC3 ATRX C5orf63 CCDC88A CCNC CDC37L1 CDK17 CDKL1 COPG1 CS CSRNP3 DDX3X DDX6 DPP10 EBF1 EDEM3 ESRRG FRAS1 FSD1L GFI1 GGCX GRID2 GRIK2 GZMK HTR1F HTRA1 ITGBL1 KDM3A LRP10 MACROD2 MINPP1 MIS18BP1 MYO7A NDUFS1 NFYC NUFIP2 OGT PARVA PBX3 PCDH19 PCDHA9 PCGF5 PDE1C POP4 PPP6C PTAR1 PUM1 RAP2C SERPINA1 SHB SHOC2 SLC1A2 SLC25A31 SLC30A5 SLC5A9 SOX12 STK24 TM9SF3 TPH1 TTBK2 UBN1 VWC2 ZDHHC2 ZMYND11 ZNF268 ZNF75D MIR145_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR145_5P ABCA1 ABCE1 ABHD17B ABHD17C ABR ABRACL ACTB ACTG1 ADAM17 ADAM19 ADAMTS5 ADCYAP1 ADD3 ADI1 ADPGK AGFG1 AKAP12 AKAP9 ALS2 ANGPT2 ANKRD28 AP1G1 AP2B1 APLF ARF6 ARHGAP21 ARHGAP6 ARL5B ARL6IP5 ASAP2 ATP1A2 ATP8A1 ATXN2 BACH2 BCR BICC1 BLTP3A BNIP3 BTG1 C2CD5 CACHD1 CACNA1D CACNB2 CAMK1D CAMK2D CAMKK1 CAMSAP2 CARMIL1 CASZ1 CBFB CCDC148 CCDC25 CCN1 CHAC2 CHP1 CITED2 CLCN2 CLCN3 CNTN4 COL11A1 COL6A5 COMMD5 COMMD9 CORO2B CPNE8 CREB5 CRKL CSMD3 CSRNP2 CTNND1 DAB2 DACH1 DAW1 DDC DENND10 DENND5B DLC1 DLGAP1 DLX6 DNAL1 DOCK9 DUSP6 DYRK1A EAPP EBF1 EBF3 EIF4EBP2 ELK4 ELMO1 EPB41L5 EPHA4 EPS15 ERBB4 ERG ERLIN1 ETNK1 EXOC8 FAM135A FAM174B FKBP3 FLI1 FLNB FLRT3 FOXO1 FSCN1 G3BP1 GABARAPL1 GABARAPL2 GALNT1 GFRA1 GJA3 GLIS1 GLIS3 GMFB GRB10 H2AX HECTD1 HECW2 HELB HEY1 HIC2 HNRNPH2 HS6ST1 HTATSF1 HTR2A IKZF2 INO80 IPMK ITGB8 ITPR2 IVNS1ABP JPH1 KATNBL1 KCNA4 KCNK1 KCNK9 KDM7A KIF21A KIF3A KLF5 KLHL11 KLHL18 LAMP2 LDLRAD3 LOX LRAT LRRC8B MAGI2 MAP4K4 MBTD1 MDFIC MED13 MEST MKX MOSMO MPZL2 MRTFB MTF1 MYCN MYO5A MYO6 MYRF MYSM1 NAA15 NAA30 NAA40 NAP1L1 NAV3 NDFIP2 NDUFA4 NECTIN3 NEDD9 NEGR1 NET1 NINL NR4A2 NRAS NSUN4 NTN4 NUAK1 NUFIP2 OGT OSBPL1A OTOR PALS1 PAN2 PCBP4 PCSK5 PDCD4 PHACTR2 PLA2R1 PLCE1 PLCL2 PLXNA2 PMP22 POTEM PPP3CA PPP4R2 PRDM1 PRDM2 PRKD3 PSAT1 PSD3 PTGFR PTPN12 PURA PXN QKI QSER1 RAB11FIP4 RAB14 RAD51B RANBP2 RASA1 RASA2 RASSF2 RC3H1 RCBTB1 REV3L RGS7 RIMS1 RIN2 RNF170 RNF186 RNF207 RPL36A-HNRNPH2 RPS6KB1 RREB1 RTKN SAP30L SEMA3A SEMA6A SENP2 SERINC5 SET SLC25A36 SLC30A9 SLC38A11 SLC5A6 SLC7A8 SMAD3 SMAD5 SNTB2 SNX27 SNX8 SOX11 SOX9 SPATS2 SPSB4 SRGAP1 SRGAP2 SSH2 ST6GALNAC3 STAM TAGLN2 TAT TBC1D15 TDRD6 TENT2 TENT4B TFEC TGFB2 TGFBR2 TMEM139 TMEM167A TMEM178A TMEM184A TMEM9B TMOD2 TNFRSF11B TPM3 TPM4 TPR TRIM2 TRIO TRPC6 TTC26 TULP4 UBA6 UBE2W UBN2 UBR7 UMODL1 UNC119B USP31 USP32 USP37 USP46 UXS1 VASN VPS26A VWA5A XRN1 YES1 YTHDC1 YTHDF2 ZBTB10 ZBTB20 ZBTB33 ZBTB6 ZFHX4 ZFYVE9 ZMYM5 ZNF521 ZNF543 ZNF626 MIR1468_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1468_3P ACBD5 ACSL6 ACTL6A ADGRA2 AFTPH AGFG1 AGO4 AKIRIN2 ALG2 AMIGO2 AMMECR1 AMMECR1L ANGPT1 ANK3 ANKRD11 ANKRD42 ANKRD44 ANKRD46 ANKRD63 ANO4 ANOS1 AP1S2 APH1B APOB APPBP2 ARAP2 ARFIP1 ARHGAP12 ARHGEF7 ARMC1 ARMCX2 ARMH4 ARPP19 ASAP2 ATAD2B ATF2 ATG14 B3GNT2 BCAT1 BMP2K BMP3 BMPR1B BMPR2 BNIP2 BOLA3 BPTF BTBD7 BTF3L4 C11orf96 C14orf28 C1GALT1C1 C1GALT1C1L C1RL C3orf52 C5orf24 CAB39 CACNA1C CACNA2D1 CADPS CALHM4 CAMSAP1 CAND1 CASTOR2 CBFB CBLN2 CBR4 CBX6 CCAR1 CCDC175 CCDC91 CCND2 CCNL1 CCNL2 CCNO CD44 CD47 CDCA8 CDH11 CDH7 CDYL2 CEACAM7 CEBPA CEP350 CEP55 CERT1 CFL2 CGGBP1 CHIC1 CHMP2B CHUK CLEC3A CLIC4 CLIP1 CLIP4 CLVS2 CNKSR2 CNNM4 CNOT6L CNTN1 CNTN5 COG6 COL5A2 COMMD10 COX8C CPEB2 CPNE4 CR1 CREBRF CSMD1 CSMD3 CST9 CTDP1 CTDSPL2 CTNNB1 CTNND1 CTTNBP2 CUL5 CYLD DACH1 DBN1 DCAF10 DCK DCLRE1C DCX DDHD2 DENND4C DENND6A DICER1 DLG2 DMD DMRT1 DNAAF9 DNAJB14 DNAJC16 DPM1 DPP10 DSG2 DSP DTD2 E2F8 EBF1 ECT2 EDEM1 EGLN1 EGR4 EIF2S2 EIF4E ELAVL1 ELMOD2 ELOC ELOVL5 EOGT EPC2 EPHX4 EPS15 EPS8 ERBB4 EREG ESR1 ESRRG EXOC2 EXOC5 FAM117A FAM120A FAM135A FAM13B FAM76B FANCA FAT4 FBXO8 FBXW11 FGF14 FIGN FILIP1 FKBP4 FLVCR1 FNDC3B FOXJ2 FOXJ3 FOXN3 FOXP1 FSD2 FSTL1 FUT4 FUT9 FXR1 FZD6 G0S2 GABPB1 GABRA1 GABRA4 GABRB2 GALNT18 GAREM1 GATA2 GCC2 GCFC2 GCLM GCOM1 GEM GIMAP7 GIT2 GLIS3 GLS GLUD1 GLUD2 GNA13 GOLPH3 GPATCH2L GPBP1L1 GPM6B GPR6 GPR85 GRAMD1A GRIK1 GRM7 GSKIP GSPT1 GSPT2 GTF2H5 GTPBP3 GXYLT1 H2AZ1 HBP1 HCFC2 HDX HECW2 HELZ HLF HNRNPLL HNRNPR HOMER1 HOOK1 HOXA9 HRK HS3ST5 IBTK ID3 IGF2R IGFBP3 IL11 IL17A IL18R1 IL1A IL1R1 IMPA1 INSIG1 INTS6 IP6K2 IPMK IREB2 IRF2BP2 ITPRIPL2 ITSN1 JADE1 JAK2 JAKMIP1 JCAD KBTBD8 KCMF1 KCNA4 KCNC2 KCNE1 KCNJ2 KCNJ3 KCNMA1 KCNQ5 KCTD8 KLC4 KLF4 KLF7 KLHL20 KMT2C KPNA6 KTN1 LAMP1 LAMTOR3 LCLAT1 LCOR LDB3 LDLR LEF1 LEPR LHFPL2 LHX8 LIN7C LMOD1 LONRF3 LRIG2 LRIG3 LRP6 LRRC39 LRRFIP1 LSM12 LSM14B LSM8 LYPLA1 MAF MAL2 MAN1A1 MAP1B MAP3K20 MAPK8 MAPK9 MAT2B MATN3 MBNL2 MBTD1 MCC MCUR1 MECOM MED12L MED13L MEF2A MEF2C MFSD14B MGAT2 MICAL2 MID1 MIER1 MKRN1 MLLT3 MOSMO MPRIP MREG MRTFB MSANTD4 MSL2 MSN MTF1 MTMR6 MYBL1 MYNN MYSM1 MYT1L N4BP2 NAA25 NANP NAP1L5 NBR1 NCDN NCKAP5 NDFIP2 NDUFC1 NECTIN3 NETO1 NEURL1B NEXN NF1 NFAT5 NFATC1 NFIB NFKBIZ NIN NIPAL1 NKX3-1 NLGN4X NOXRED1 NRP2 NRXN1 NUFIP2 NUP205 NUP58 OLFM3 ONECUT2 OOSP2 OPCML OPTN PAIP1 PAK5 PAPPA PARP9 PAX9 PCDHGA7 PCGF5 PCGF6 PDCD10 PDCD6IP PDE5A PDIK1L PDS5A PELI2 PERP PEX5L PFDN4 PFKFB3 PGRMC1 PHC3 PHIP PHLDB2 PHTF2 PIAS2 PIK3CA PIK3CB PJA2 PKHD1 PKN2 PLCB1 PLEKHF2 PLK4 PLSCR1 PLXDC2 PLXNA2 PLXNA4 POLR2M PPA1 PPM1B PPM1D PPP1R15B PPP2R5E PPP3CB PPTC7 PRDM16 PREPL PRIM2 PRKAA1 PRKAR1A PRKAR2B PRKCA PRKCI PRMT8 PRPF39 PRR5L PRSS23 PSAP PSD3 PSME4 PTAR1 PTBP1 PUM1 PYHIN1 RAB21 RAB23 RAPH1 RARG RASGEF1C RASSF3 RASSF5 RBBP8 RBL2 RBM25 RBMS1 RBMS2 RBPMS2 RCOR3 RDX REEP1 REEP3 RFX7 RGS20 RHAG RHOXF2 RHOXF2B RICTOR RIMS2 RMND5A RNF145 ROBO1 ROBO2 ROR1 RPE65 RPS6KA3 RPS6KA5 RPS6KB1 RRAGD RUNX1T1 S1PR1 SALL1 SCAF11 SCLT1 SCN3A SCN9A SCP2 SEC22B SEC23A SECISBP2L SEL1L SENP1 SENP2 SEPTIN8 SESN3 SETD7 SF3B4 SFRP2 SGCB SGMS1 SHANK1 SHCBP1 SKIL SLC12A2 SLC16A7 SLC1A6 SLC25A15 SLC26A7 SLC2A13 SLC30A4 SLC35A5 SLC38A1 SLC4A7 SLC5A3 SLC6A15 SLC9C1 SLCO1C1 SMAD5 SMCR8 SMIM13 SMU1 SMURF2 SNIP1 SNX13 SNX17 SOCS2 SORBS1 SORBS2 SOX4 SOX6 SPART SPOPL SPRY2 SPTLC2 SPTSSB SPTY2D1 SRBD1 SRPK2 SRSF1 SRSF7 SSR1 ST8SIA4 STK26 STK32A STOX2 STRN STRN3 STXBP5 STXBP6 SV2B SVEP1 SYNM TACC1 TAF4 TAFA5 TAOK1 TASOR2 TAT TBCEL TCEA1 TCF4 TENM1 TENT2 TENT4B TENT5B TESPA1 TFCP2L1 TFRC THSD7A TIMP3 TIPARP TLR1 TMCC3 TMED5 TMEFF2 TMEM170B TMEM267 TMEM45A TMEM9B TMOD3 TMPRSS12 TMTC1 TMX3 TNFRSF19 TNFSF13B TNKS TNPO1 TOR1A TPD52L3 TRA2B TRAF6 TRIL TRIM2 TRIM33 TRIO TSC1 TSHZ2 TSHZ3 TTC9 TULP4 UBR5 UCP3 UHRF2 UNC80 UNK UPF2 USF3 USP13 USP31 USP9X UTS2 VAMP3 VDAC1 VEGFA VGLL3 VKORC1L1 VPS13B VPS26A VPS29 VPS35 VPS36 VSTM2B WASL WDFY3 WDR33 WDR44 WDR45B WIZ WNK3 WNT10A XYLT1 YY1 ZBTB11 ZBTB18 ZBTB39 ZBTB41 ZDBF2 ZDHHC21 ZEB2 ZFP28 ZKSCAN4 ZMAT3 ZMYND11 ZNF10 ZNF148 ZNF217 ZNF24 ZNF26 ZNF345 ZNF367 ZNF407 ZNF418 ZNF518A ZNF598 ZNF680 ZNF704 ZNF740 ZNF813 MIR1468_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1468_5P AASDH CAMKMT CD63 COX8C FUBP3 MEX3B NCOA3 NUB1 PROCA1 PSMG1 SERP1 SLC25A46 UBXN10 WTAP MIR146A_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR146A_3P AAMDC ABL2 ACKR3 ACTN4 ADAMTS17 ADNP2 AFAP1 AGBL3 AHCYL1 ARHGEF12 ARID4A ARL8B ASXL3 ATG13 ATP6V1C2 ATXN1 AVPR1A B9D1 BMP2 BNC2 BNIP2 C17orf75 C5orf63 C6orf62 CACUL1 CAMK1D CAND1 CASP7 CCM2 CD164 CD207 CDCA7 CDKN2AIP CENPN CHD2 CLCN6 CLEC6A CNR2 CORO1C CPLX2 DIRC1 DIXDC1 DMRT3 DNAI4 DTWD1 DUSP13 EIF4E3 ERC1 ERLIN1 ETNK1 ETS2 EVA1A FANCL FOXC1 FOXJ2 FOXN2 FZD4 GALNT15 GCC2 GFRA1 HABP2 HIC2 HIF1A HMGCR HOXC4 HRH4 HSPD1 HYCC2 IDI2 IGF2R IGSF3 IL17RD ILF3 IRGQ ITGB7 ITGB8 KALRN KCNC2 KDELR3 KDM5A KIDINS220 KLF8 KPNA1 LCOR LGI2 LHFPL5 LIN28B LMNB2 LMO4 LRP8 LYN MAP3K2 MAP6 MARCHF6 MASP1 MBLAC2 MEA1 MED14 MEF2C MEOX1 MICU3 MTX3 MYL12A NEK2 NEK7 NEUROD4 NFAT5 NFYA NHLH2 NNT NPAS3 NRCAM NSUN7 NUBP1 NUFIP2 ONECUT2 OSBPL3 PAN3 PCDH17 PCNX1 PCSK5 PDS5A PLCXD3 PMEPA1 PPP1R3B PRR9 PTPDC1 PTPN12 PTPN14 RAG1 RASSF8 RC3H1 RFPL4B RIOK3 RTN4 RUNX2 SELENOT SERBP1 SERTAD2 SGCG SHISA6 SIX4 SLC16A1 SLC16A6 SLC24A4 SLC26A7 SLC30A4 SLC38A1 SLC44A1 SMCO4 SNAI2 SNAP23 SNAP91 SNX27 SORT1 SP100 SPRED1 SPRTN SPRY3 SPRYD7 STRADA STXBP6 SV2B SV2C TAF1B TAOK1 TBC1D4 TBC1D5 TFE3 TMEM154 TMEM232 TMEM268 TMEM59 TMEM87B TNKS TRABD TRAF3IP1 TRDMT1 TRIM34 TRIM36 TRIM39 TRIM6-TRIM34 TXNIP UBFD1 UNC13A USH2A VAPB VAV3 WARS2 WDR7 WWTR1 XPO4 YTHDF2 ZBED10P ZC2HC1C ZEB1 ZEB2 ZFP1 ZFTA ZFX ZFYVE26 ZHX3 ZKSCAN1 ZNF12 ZNF140 ZNF236 ZNF250 ZNF322 ZNF330 ZNF37A ZNF395 ZNF441 ZNF709 ZNF71 MIR146A_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR146A_5P ABL2 AMPH APPL1 ARL10 BCORL1 BHLHE41 BIVM BRK1 C3orf38 C8orf88 C9orf72 CARD10 CASP7 CCK CCL5 CD80 CD96 CNTF COLEC10 CPM CTAGE4 CTAGE8 CTAGE9 CXADR CXXC4 CYP27B1 DCAF12 DCDC1 DDHD1 EIF4G2 ERBB4 FBXO4 FBXW2 FLNA FLOT2 FOXR2 FZD1 GALNT10 GATAD1 GDAP1L1 GPM6B GRIA3 HIPK3 HNRNPD IRAK1 KCNJ16 LANCL1 LRCH1 LRP2 LRRTM2 MAP3K8 MBNL3 MED1 MED20 MMP16 MOCS2 MPHOSPH6 MRS2 NEB NEMP1 NOS1 NOVA1 NUMB PLSCR4 POFUT2 PPBP PPM1K PPP1R11 PTPRA RARB RHOBTB3 RPF1 SAMSN1 SEC23IP SHCBP1 SIAH2 SLC10A3 SLC12A6 SLC16A14 SLC38A1 SORT1 SRD5A2 SRP72 SRSF6 STRBP TCF20 TDRKH THAP5 TMEM120B TMEM19 TOR1A TRAF6 UPP2 USP32 USP6 VASN VPS54 WWC2 YES1 YWHAB ZBTB2 ZFYVE1 ZNF136 ZNF253 ZNF257 ZNF275 ZNF354B ZNF367 ZNF493 ZNF506 ZNF540 ZNF649 ZNF652 ZNF662 ZNF676 ZNF90 MIR146B_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR146B_3P ABCA9 ABCG4 ADARB2 ADGRF2 ASTN1 B3GLCT BACH2 BMAL2 BSND C1S CELF2 CHD1 CHL1 CSMD1 CTNNA1 CYB561D1 DDX3X DIPK2A EFNB2 ELF4 EPHB3 FEZ1 GTF2H1 HSPA14 HSPA4L ITSN1 KBTBD2 KDM3B KIF1B LCN1 LINC03040 LOXL1 MATCAP2 MLLT11 NCK2 NLRP7 PAK6 PANK4 PLCXD2 PPP6C PRDM6 PRKRIP1 PRRX1 RASL10B RGL1 RGS20 SCG3 SENP1 SEPHS2 SERINC5 SHISA7 SLC20A1 SLC26A9 SMPD3 SNX30 SOS1 SOX11 STAP1 STX17 TAP2 TMEM178B TMEM260 TPPP TULP3 UBE2QL1 UNC5C VSTM4 ZBTB8A ZFAT ZNF37A ZNRF2 MIR146B_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR146B_5P ABL2 AMPH APPL1 ARL10 BCORL1 BHLHE41 BIVM BRK1 C3orf38 C8orf88 C9orf72 CARD10 CASP7 CCK CCL5 CD80 CD96 CNTF COLEC10 CPM CTAGE4 CTAGE8 CTAGE9 CXADR CXXC4 CYP27B1 DCAF12 DCDC1 DDHD1 EIF4G2 ERBB4 FBXO4 FBXW2 FLNA FLOT2 FOXR2 FZD1 GATAD1 GDAP1L1 GPM6B GRIA3 HIPK3 HNRNPD IRAK1 KCNJ16 LANCL1 LRCH1 LRP2 LRRTM2 MAP3K8 MBNL3 MED1 MED20 MMP16 MOCS2 MPHOSPH6 MRS2 NEB NEMP1 NOS1 NOVA1 NUMB PLSCR4 POFUT2 PPBP PPM1K PPP1R11 PTPRA RARB RHOBTB3 RPF1 SAMSN1 SEC23IP SHCBP1 SIAH2 SLC10A3 SLC12A6 SLC16A14 SLC38A1 SORT1 SRD5A2 SRP72 SRSF6 STRBP TCF20 TDRKH THAP5 TMEM120B TMEM19 TOR1A TRAF6 UPP2 USP32 USP6 VASN VPS54 WWC2 YES1 YWHAB ZBTB2 ZFYVE1 ZNF136 ZNF253 ZNF257 ZNF275 ZNF354B ZNF367 ZNF493 ZNF506 ZNF540 ZNF649 ZNF652 ZNF662 ZNF676 ZNF90 MIR1470 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1470 ABI3 BRD2 EMP1 GPR61 NAT8L PEG10 RNF222 SOX11 SRGAP3 SRP19 SUPT4H1 TM7SF3 ZBTB34 ZNF728 MIR147A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR147A ACLY ADGRA1 ADIPOR2 ANK3 ARL13B BCL2L13 BCOR BMP4 CHMP7 CLRN1 CREBRF CYP27C1 CYP2S1 DCLK3 FAM110B FDFT1 FOXP3 GCFC2 GPD1L GRID1 HDLBP HSDL2 IGF2 IKBIP IL13RA1 IRX5 KCNJ3 KIF20A KLF7 LATS2 LSAMP MAN2B2 MAP4K3 MAPK6 MPIG6B MTX2 MUC13 NFASC NFAT5 NR3C1 PCMT1 PDPK1 PPM1D PTCHD4 PTPRK RAB27B SEL1L SETBP1 SLC25A21 SNRNP25 SPATS2 SSR1 ST8SIA4 STPG4 TBC1D20 TNFSF14 TNRC6B UBXN8 ZBTB4 ZDHHC3 ZEB2 ZFX ZNF483 MIR147B_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR147B_3P BDNF HOXA9 MID1IP1 NDRG4 NDUFA4 POLR3F MIR147B_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR147B_5P AAK1 AAR2 ABCD2 ABRA ACAN ADAMTS5 ADCY6 ADGRD1 ADNP2 AFF3 AGO3 AGPAT5 AHR AKAP10 AKIRIN1 ALDH1B1 ANAPC1 ANGPT1 ANXA11 APBB2 APOBEC3B APOBEC4 ARAP2 ARF1 ARID4B ARL4C ARL5A ARPIN ASTN2 ATP6V0D2 ATXN7 BARD1 BCL11A BMAL1 BNC2 BRAP BRSK2 BUB3 C18orf25 C1S C2orf69 C9 CACNB4 CACYBP CALHM5 CAMKK2 CAP2 CASD1 CCDC73 CD164 CD40LG CDKN2AIP CELSR3 CEP170 CHD6 CHD9 CHRNB2 CLASP2 CLOCK CMKLR2 CNGB1 CNIH1 CNRIP1 COL4A6 CPQ CRACDL CRCP CRKL CS CWC15 CX3CR1 DCAF7 DCBLD2 DCP1A DDHD1 DIAPH1 DIPK2B DKK2 DLD DLGAP1 DPF3 DZIP1 EBAG9 EDIL3 EIF1B ELAPOR2 EMC4 EML4 EMP2 EVI2B FAF2 FAM104A FAM120A FBXL20 FBXL3 FBXL5 FBXO22 FBXO34 FCGR2B FGG FMN1 FMNL2 FUT9 FXYD6 FZD6 G3BP2 GABRA1 GFM1 GMFB GNG4 GOSR1 GPR15 GRIA2 GRID2 HAND2 HASPIN HDLBP HERC3 HMGA2 HS2ST1 HTR4 IKZF1 IL17RD IL26 ILRUN INAFM2 INO80D INSYN2A INTS7 KANSL1 KAT2B KDM3B KDM5A KLHL24 KMO KRTAP1-5 KSR2 LACTB LAMC1 LIN7A LMO1 LRRTM4 MAGEA12 MAGEA2 MAGEA2B MAGEA3 MAGEA6 MAGI2 MAP1B MAP3K1 MBD2 MCC MED13L MEF2C MEIOC MESD MEX3C MFAP1 MFAP3L MGMT MGST2 MLEC MOB3B MROH2A MTA3 MYLIP NAA15 NAA20 NAV2 NAV3 NCAM1 NCK1 NEGR1 NEUROD1 NFATC2 NFIA NFIB NFYC NHEJ1 NPTN NREP NRP1 NRROS NUP58 ONECUT2 OTUD1 OTUD4 PABIR2 PARPBP PCDH11Y PCDH18 PCDH19 PCDH7 PCLO PCSK1 PCYT1B PDCL PDE1C PDE4D PEDS1-UBE2V1 PFN2 PGBD5 PGM3 PHF13 PHF8 PI4K2A PIAS2 PLCB4 PLCXD3 PLPPR5 PLXNA4 PMM2 POU4F1 PPARA PPFIBP1 PPP1R3B PPP2R1B PRKG2 PRRC2B PRXL2A PTAR1 PTPRK PTPRM R3HCC1L RAB33A RABL2A RAD51 RANBP9 RASSF3 RBM22 RBMS3 RHOBTB1 RIMKLB RIOK3 RNF38 RNF4 RNF8 RNPC3 RORA SCN2A SEC11A SEC13 SEMA3A SERP1 SERPINB5 SERPIND1 SESN1 SETD9 SEZ6 SH3GLB1 SHPRH SHQ1 SKA1 SLC18A2 SLC30A5 SLC38A1 SLF2 SLTM SMYD1 SNTN SP3 SPCS1 SPRED1 SRSF4 SSX7 STAU2 SUGP2 SVEP1 SYBU SYTL4 TAF7 TANC2 TATDN3 TBC1D12 TBC1D2B TBC1D32 TBL1XR1 TCF20 TCF7L2 TENM3 TET1 THRB TIGD3 TLCD4 TLE1 TMEM50B TMEM59 TMTC3 TNFRSF9 TNFSF15 TNKS TOMM22 TRANK1 TREML2 TRIM42 TRIM67 TWIST1 TXNDC15 TXNL1 UBE2V1 UBE2W UTRN VCPIP1 VGLL3 VOPP1 VPS4B VTCN1 WAC WASHC4 WDR20 WDR31 XPNPEP3 ZBBX ZBTB20 ZBTB34 ZC3H12C ZC3H8 ZMYND11 ZNF148 ZNF160 ZNF407 ZNF704 ZNF706 ZNF789 MIR148A_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR148A_3P A4GNT ABCA1 ABCB7 ABCD3 ACVR1 ADAM10 ADAM17 ADAM22 ADAM23 ADAMTS15 ADAMTS19 ADCY2 ADGRB3 ADGRF5 AGFG1 AGO1 AGO4 AHDC1 AKAP1 ALCAM ANGEL2 ANXA4 AP4E1 ARF4 ARFIP1 ARHGAP21 ARHGEF12 ARL6IP1 ARL8B ARRDC3 ATG14 ATP11A ATP2B4 ATP4B ATP6AP2 ATP8A1 ATXN1 ATXN7L1 B4GALT5 B4GALT6 BACH2 BAZ2B BCL2L11 BICC1 BMP3 BTAF1 BTBD10 BTBD3 C18orf25 C1GALT1 CABP7 CADM1 CAMSAP2 CAND1 CANX CASZ1 CBLB CBLL1 CCDC141 CCDC6 CCKBR CCT6A CD72 CDC14A CDH20 CDK19 CDK5R1 CDKL5 CDKN1B CDS1 CELSR1 CEP55 CERS6 CFL2 CHD7 CHUK CIITA CLCN6 CLTA CNTN4 CNTNAP3B COL4A1 CS CSF1 CTSA CUL5 CYB5R4 CYTH3 DCP2 DDX6 DENND4C DICER1 DLG2 DMXL1 DNMT1 DOCK6 DUSP1 DYRK2 E2F7 EFNB2 ELAVL2 ELAVL4 ENSG00000275993 EOGT EPAS1 EPM2A EPN2 EPS15 ERBB3 ERRFI1 ESR1 ESRRG EYA3 F3 FAM104A FAM161A FAM168B FAM234A FAM43A FBN1 FEZ2 FMR1 FOXF1 FXR1 GADD45A GAP43 GLRX5 GMFB GPATCH8 GPCPD1 GPM6A GPR137C GPRC5A GRID2 GTF2H1 HBS1L HECW2 HOMER1 HOXC8 IGFBP5 IL15 ING2 INHBB INO80 ITGA5 ITGA9 ITGB8 ITPK1 ITSN2 JARID2 JMY KAT7 KCTD16 KDM7A KIAA0232 KIAA1217 KIF14 KLF4 KLF5 KLF6 KMT2A KRT76 KRTAP2-3 LBR LDLR LEPROTL1 LIPA LMTK2 LRP2 LRRC41 LTBP1 LYSMD2 MACIR MACROH2A1 MAFB MAFG MAP2K1 MAP3K4 MAP3K9 MDFIC MED12L MEOX2 MGAT4A MIER1 MITF MLLT10 MLLT6 MMD MMP10 MMP13 MMP15 MNT MOSPD1 MPL MRAS MRGPRX3 MTCL1 MTMR10 MTMR14 MTMR9 MXD1 NAT14 NCKIPSD NCOA1 NEURL4 NFAT5 NHS NME7 NOG NOL4 NOL4L NPEPL1 NPTN NPTX1 NR2C2AP NRARP NRP1 NT5C3A OBI1 OSBPL11 OTUD4 PDE1C PEAK1 PGRMC2 PHACTR2 PHF20 PHF3 PIGA PIGS PIK3C2A PITPNM2 PLAA PNPLA6 POU3F2 PPP1R10 PPP1R9B PPP6R1 PRICKLE2 PRKAA1 PRKAG2 PRKCZ PRNP PTGES3 QKI RAB14 RAB34 RALBP1 RANGAP1 RASSF8 RBM24 RC3H1 RFX7 RGMA RICTOR RMND5A RNF38 ROBO1 ROBO2 ROCK1 RPS6KA5 RTN4 RUNX2 S1PR1 SBF2 SCN9A SECISBP2L SESN2 SESN3 SESTD1 SGCB SIK1 SIRT7 SIX4 SKIDA1 SLC16A6 SLC24A3 SLC25A44 SLC26A4 SLC2A1 SMS SNAP91 SNN SNX27 SOS2 SPTY2D1 SRSF11 SSR1 STARD13 STOX2 SYNJ1 SZRD1 TANC1 TBC1D8 TBL1XR1 TEK TENT2 TGFA TGFB2 TGIF2 TGOLN2 TMED7 TMEM170A TMEM266 TMEM54 TMEM63B TMEM9B TNRC6A TNRC6C TOMM70 TRAK2 TRIM59 TXNIP UBAP2L UBE2D3 UBE4B UCP3 UHMK1 USP31 USP32 USP33 USP48 VMP1 VPS37A VSIG1 WDFY4 WDR20 WDR47 WNT1 WNT10B XPO4 YTHDC2 YWHAB ZBTB18 ZCCHC2 ZDHHC17 ZDHHC23 ZDHHC7 ZFYVE26 ZNF804A ZNF821 MIR148A_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR148A_5P ABRACL AGL AKAP5 AMOTL1 BCLAF3 BSDC1 C3orf38 C6orf62 CACNA1D CACUL1 CDKL2 CFAP298 CFAP52 CLCC1 CLK4 COBLL1 COL10A1 COL5A2 CSNK1A1 DACH1 DCAF4 EFCAB7 ERFE FAM117B FAM13B FAM169A FANCD2 FLRT3 FLT1 G3BP2 GADL1 GAS2L3 GHITM GJB6 GSR H2BC5 HSPA5 ICE1 INA IPO7 IQCK ITGA8 KDM6A KIF13A KIF27 KIF3B KIFC3 KMT5B LPCAT2 LSM14A MARCKS MICU2 MYO5C NAV1 NCAPG NIN NT5E NUP50 OAS1 OIP5 PAK2 PCM1 PCSK6 PDE6C PHTF2 PIGC POU2F1 POU4F1 PPP2R2A PPP4R3B PRR27 PSTK PTCRA RAB8B RBBP6 RBMX RBMXL1 REEP1 REL RNF38 RO60 RORA RTKN2 SACM1L SEPTIN10 SESTD1 SGO1 SIX4 SLC11A2 SLC27A6 SLC7A7 SLIT3 SPOCK3 SRI STIL SV2A SYAP1 SYCP3 SYNCRIP THUMPD3 TMEM212 TOMM20 TPP1 TRAM1L1 TRIM34 TRIM6-TRIM34 TTC30B UBR3 YIPF5 ZCCHC10 ZFP42 ZNF117 ZNF214 ZNF655 ZNG1C ZWILCH MIR148B_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR148B_3P A4GNT ABCA1 ABCB7 ABCD3 ACVR1 ADAM10 ADAM17 ADAM22 ADAM23 ADAMTS15 ADAMTS19 ADCY2 ADGRB3 ADGRF5 AGFG1 AGO1 AGO4 AHDC1 AKAP1 ALCAM ANGEL2 ANXA4 AP4E1 ARF4 ARFIP1 ARHGAP21 ARHGEF12 ARL6IP1 ARL8B ARRDC3 ATG14 ATP11A ATP2B4 ATP4B ATP6AP2 ATP8A1 ATXN1 ATXN7L1 B4GALT5 B4GALT6 BACH2 BAZ2B BCL2L11 BICC1 BMP3 BTAF1 BTBD10 BTBD3 C18orf25 C1GALT1 CABP7 CADM1 CAMSAP2 CAND1 CANX CASZ1 CBLB CBLL1 CCDC141 CCDC6 CCKBR CCT6A CD72 CDC14A CDH20 CDK19 CDK5R1 CDKL5 CDKN1B CDS1 CELSR1 CEP55 CERS6 CFL2 CHD7 CHUK CIITA CLCN6 CLTA CNTN4 CNTNAP3B COL4A1 CS CSF1 CTSA CUL5 CYB5R4 CYTH3 DCP2 DDX6 DENND4C DICER1 DLG2 DMXL1 DNMT1 DOCK6 DUSP1 DYRK2 E2F7 EFNB2 ELAVL2 ELAVL4 ENSG00000275993 EOGT EPAS1 EPM2A EPN2 EPS15 ERBB3 ERRFI1 ESR1 ESRRG EYA3 F3 FAM104A FAM161A FAM168B FAM234A FAM43A FBN1 FEZ2 FMR1 FOXF1 FXR1 GADD45A GAP43 GLRX5 GMFB GPATCH8 GPCPD1 GPM6A GPR137C GPRC5A GRID2 GTF2H1 HBS1L HECW2 HOMER1 HOXC8 IGFBP5 IL15 ING2 INHBB INO80 ITGA5 ITGA9 ITGB8 ITPK1 ITSN2 JARID2 JMY KAT7 KCTD16 KDM7A KIAA0232 KIAA1217 KIF14 KLF4 KLF5 KLF6 KMT2A KRT76 LBR LDLR LEPROTL1 LIPA LMTK2 LRP2 LRRC41 LTBP1 LYSMD2 MACIR MACROH2A1 MAFB MAFG MAP2K1 MAP3K4 MAP3K9 MDFIC MED12L MEOX2 MIER1 MITF MLLT10 MLLT6 MMD MMP10 MMP13 MMP15 MNT MOSPD1 MPL MRAS MRGPRX3 MTCL1 MTMR10 MTMR14 MTMR9 MXD1 NAT14 NCKIPSD NCOA1 NEURL4 NFAT5 NHS NME7 NOG NOL4 NOL4L NPEPL1 NPTN NPTX1 NR2C2AP NRARP NRP1 NT5C3A OBI1 OSBPL11 OTUD4 PDE1C PEAK1 PGRMC2 PHACTR2 PHF20 PHF3 PIGA PIGS PIK3C2A PITPNM2 PLAA PNPLA6 POU3F2 PPP1R10 PPP1R9B PPP6R1 PRICKLE2 PRKAA1 PRKAG2 PRKCZ PRNP PTGES3 QKI RAB14 RAB34 RALBP1 RANGAP1 RASSF8 RBM24 RC3H1 RFX7 RGMA RICTOR RMND5A RNF38 ROBO1 ROBO2 ROCK1 RPS6KA5 RTN4 RUNX2 S1PR1 SBF2 SCN9A SECISBP2L SESN2 SESN3 SESTD1 SGCB SIK1 SIRT7 SIX4 SKIDA1 SLC16A6 SLC24A3 SLC25A44 SLC26A4 SLC2A1 SMS SNAP91 SNN SNX27 SOS2 SPTY2D1 SRSF11 SSR1 STARD13 STOX2 SYNJ1 SZRD1 TANC1 TBC1D8 TBL1XR1 TEK TENT2 TGFA TGFB2 TGIF2 TGOLN2 TMED7 TMEM170A TMEM266 TMEM54 TMEM63B TMEM9B TNRC6A TNRC6C TOMM70 TRAK2 TRIM59 TXNIP UBAP2L UBE2D3 UBE4B UCP3 UHMK1 USP31 USP32 USP33 USP48 VMP1 VPS37A VSIG1 WDFY4 WDR20 WDR47 WNT1 WNT10B XPO4 YTHDC2 YWHAB ZBTB18 ZCCHC2 ZDHHC17 ZDHHC23 ZDHHC7 ZFYVE26 ZNF804A ZNF821 MIR148B_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR148B_5P AHSA2P ALG14 ANKRD28 AP5M1 ATP6V1C2 BACH2 BAHD1 BNIP2 BRWD1 C1orf74 C6orf62 CD69 CDCP2 CFH CFHR1 CHMP1A CLEC1A CLEC2B CLEC5A CUL4B DCUN1D5 DESI2 DLST DSEL ELOVL2 ERP44 ETS1 FAM20B FMO3 FOXO3 GJA1 GUCY1A2 HMGCS1 IVNS1ABP JAZF1 KATNBL1 KCNIP1 KDM2B KIAA1217 KICS2 LIMS1 LRP2BP LRRC58 MAN2B2 NAA15 NFAT5 NHLH2 PGM3 PLCL1 PLEKHA1 PRRX1 PSME3IP1 RGS2 RNF13 SATB2 SGO1 SHANK2 SLAIN2 SLC18A2 SMAD4 SNRPD3 SPHKAP TBCEL TCEAL1 TCP11L2 TDGF1 TENM1 TMED4 TMEM25 TUT7 UBE2QL1 UBE3A UBL3 UGCG UHMK1 ZBTB20 ZC3H14 ZC3HAV1 ZMAT3 ZNF350 ZNF704 MIR149_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR149_3P ABCB5 ABCB8 ABCG4 ABHD14B ABO ACKR2 ACP3 ADAM12 ADAM21 ADCYAP1R1 ADGRL1 AGAP1 AGAP2 AGPAT1 AHDC1 ALPG ALPL ALX4 ANKRD45 ANKRD52 AP1S1 AP2A1 APCDD1 APLNR APOA5 APRG1 AR ARFRP1 ARHGAP23 ARHGDIA ARHGEF11 ARNT2 ARPC2 ARPC4-TTLL3 ASIC1 ATF7 ATP2A3 ATP8A2 ATXN1 ATXN2L AVPR2 B9D1 BAZ2A BAZ2B BCL2L1 BCL9 BET1L BICDL1 BSN C1RL C1orf210 C20orf96 C2CD2L C9orf78 CALN1 CAMK1 CAPZB CARM1 CASKIN1 CASP10 CASTOR2 CBLN3 CBX6 CCDC180 CCDC43 CCDC69 CDC23 CDC42BPA CDKN1A CDR2L CERCAM CHST3 CIC CLIP2 CNGA2 CNNM1 CNP COL11A2 COL5A3 COL6A1 COPS7B CORO2B CPQ CREB3L2 CSDC2 CSDE1 CSF1 CSF2RB CSMD2 CTSD CYP1A2 CYP26B1 DAB2IP DACT1 DAGLA DDAH1 DDX18 DEPDC5 DES DESI1 DISP3 DLGAP4 DLK1 DNAJB2 DNM1 DPF3 DTX4 DUSP4 DUSP8 EDNRA EIF4EBP2 ELAVL1 ELAVL3 ELFN2 ELK1 ENSG00000233223 ENTPD2 ERF ERI3 EYA3 F11R FAIM2 FAM131B FAM131C FANCF FAT2 FBXO10 FGFR1OP2 FIBCD1 FLT4 FNIP1 FOXK1 FOXP4 FSCN1 FURIN G6PC3 GALNT2 GANAB GFOD2 GGCX GLDN GLP1R GNAO1 GNAT1 GPM6B GRK2 GRSF1 GSK3A HCFC1 HIPK2 HK1 HMGXB3 HOXA10 HOXB8 HOXC4 HYI IFFO2 IGSF8 IKZF3 IL2RG INKA2 IQSEC1 IQSEC3 IRGQ KCND3 KCNIP1 KCNK15 KCNQ2 KCNQ4 KCTD10 KHSRP KIAA1549 KIF18B KIF1A KIF21B KIF5A KLC2 KRT75 KRTAP4-11 KSR2 LENG8 LRP1 LRRC4B LYN LZTS3 MAFF MAP3K9 MAPT MAVS MDC1 MDM4 MEAK7 MECP2 MEF2D METTL21A MEX3A MGAT5B MGRN1 MIEF2 MINK1 MKNK2 MLLT6 MMP19 MNT MORC4 MPP2 MRPL43 MTA2 MTF1 MTFMT MVB12B MXD3 MYH14 MYO10 MYO1C MYRF N4BP1 NACC1 NAV2 NCOR2 NDST1 NECTIN1 NFASC NFIC NFIX NGFR NHERF2 NIBAN2 NLGN3 NOS1 NOVA2 NOX1 NPTX1 NPTXR NR1D1 NRSN2 NTSR1 NUP98 NUTM2G NYNRIN OAF ORAI2 PA2G4 PACS1 PACSIN1 PAIP2B PAPOLG PARP11 PARVG PBX2 PCBD1 PDE7A PDLIM2 PEX2 PHYHIP PIGR PIK3C2B PIK3R2 PITPNM2 PITPNM3 PKNOX2 PLA2G2A PLA2G4E PLAGL2 PLCXD1 PLEKHA5 PLXNA4 PNMA2 PNPLA2 PNPO POLH POLR1G POLR2E POMT2 POU2AF1 POU2F2 PPARD PPM1F PPM1J PPP1R9B PPP5D1P PRG4 PRICKLE1 PRKACA PRKCA PRR12 PRR30 PRR32 PSMB2 PTK2 PTMS PTPRA PTPRJ PURA PXDC1 RAB11B RAB35 RAB37 RAB3IL1 RAB5B RAD51B RALB RALGDS RAP1GAP2 RASSF5 RAVER1 RBFOX2 RBM24 RBMS2 RELT RFT1 RHO RHOC RIMS3 RNF222 RNF24 RNF38 RNF44 RNMT RPH3AL RPL15 RPL32 RPRD2 RPS6KA2 RRP15 RSPO4 RTN3 RUSC1 S100A5 SAMD10 SARM1 SAV1 SBF1 SCAMP4 SCN4B SCRT1 SDC3 SDK1 SEC22B SENP5 SERPINA1 SH3BP2 SH3GL1 SHISA6 SHISA7 SLC12A4 SLC22A11 SLC22A23 SLC25A23 SLC2A4 SLC35F6 SLC4A8 SLC6A11 SLC7A1 SLC8A2 SLITRK5 SMARCD1 SMG6 SOGA1 SORCS1 SOX12 SOX13 SPRY4 SREBF2 SRRM4 SSBP3 STARD9 STIM1 STK35 STX1A STX2 STXBP1 SUFU SUPT5H SUSD6 SV2A SV2C SYN2 SYNGAP1 SYNGR1 SYNJ1 SYT15 SYT7 TAF4 TAP1 TBC1D24 TET3 TFAP2B TGFBR3L THTPA THY1 TIMP3 TLNRD1 TMEM104 TMEM120B TMEM164 TMEM184B TMEM252 TMEM276 TMEM63C TMTC1 TNS1 TOMM40 TPCN1 TRAPPC14 TRIM67 TSKU TSPAN18 TTYH3 TUBB4A UNC5B USP37 UTP11 VAMP2 VPS37C VSIG10L VSIR VWA5B2 WDTC1 WNT9B XKR6 XYLT1 YBX2 YPEL4 YWHAQ ZBTB4 ZCCHC3 ZFAND5 ZNF384 ZNF385A ZNF518B ZNF544 ZNF667 ZNF710 ZSCAN30 MIR149_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR149_5P AAK1 ADCY1 AEBP1 AFF2 AKT3 AMOTL2 ANP32A APOL4 APPL2 AREL1 ARHGAP19 ARHGAP21 ASB4 ATP10B ATP2A2 AVL9 BAIAP2L1 BCL2L11 BRPF3 BSN BTRC CACHD1 CACNA1C CBL CBX5 CCDC97 CCT3 CDKL5 CMTM3 CNBD2 CNIH4 CNTNAP2 CZIB DAP DDAH1 DENND11 DLL1 EDAR ELOA ELP5 EPHB3 EXOC4 EXOG EXT1 FAM104A FAM168B FAM177B FASLG FBXL16 FKBP1B FOXC1 FRMD4A FRMD7 GAB2 GHR GIT1 GRIA3 GUCD1 HEG1 HMOX2 IFFO2 IGF2BP1 IL6 IQSEC2 ISM2 ISY1-RAB43 JAKMIP2 KCNJ12 KCNJ5 KCNN3 KIAA2026 KIF2A KLHL23 KLHL3 KRTAP4-1 LMBR1L LOX LRRC10 MAGEB18 MARCKSL1 MIB1 MRPL3 MTF1 NAP1L1 NAPB NDST1 NEUROD4 NFIX NISCH NR4A3 NRP2 NTRK2 PARP8 PCDH19 PDE1A PDS5A PEA15 PHLDB1 PHLPP2 PIP4K2B PLA2R1 POLDIP2 PURB RAB37 RAB43 RAP1A REPS2 RGR RHOXF2 RHOXF2B RNF138 RNF2 RNF220 ROR1 RSBN1L RSC1A1 SELENON SEMA4G SHROOM2 SLC22A9 SLC4A4 SLCO3A1 SMCO1 SNCAIP SNX18 SOCS6 SORT1 SRPK1 SRPX STARD3 STRA6 STRADB TBC1D16 TBC1D2B TCF12 TGFB2 THEM6 TMEM234 TMEM245 TNFRSF19 TNKS TRABD2B UBFD1 USP10 VPS53 WDR43 ZBTB2 ZFAND1 ZMYM6 ZNF335 ZNF555 ZNF74 MIR150_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR150_3P ACKR4 ADAM12 ALG10B AMD1 AMELY ANGPTL7 ARHGAP24 ARHGEF2 ARID1B ARPP21 BBX BCL3 BMP6 C14orf119 CAV2 CCDC43 CD164 CDCP1 CDH2 CDH4 CEP68 CNOT7 COL9A1 CRAMP1 CREBBP CREBRF CSGALNACT2 CTSC CYFIP2 DCN DENND4C DIXDC1 DOCK3 DOCK9 DYRK1A DYRK1B ENPP2 EPN2 FBXO11 FTH1 FYN GCFC2 HCFC2 HECW2 HK1 HNRNPAB KCTD17 KIAA1143 KITLG KLF4 LEPR LINC03043 MAFB MAP2K4 MEGF9 MPP3 MRPL35 MSANTD3-TMEFF1 MSI2 MYB MYO6 NAP1L1 NEBL NR3C2 NRP1 PAFAH1B1 PDE8B PHF11 PHLPP2 PIK3R3 PLAGL1 PLPPR4 PRKAA2 PRKRA PTGFRN PTHLH RFX3 RTP1 SCN1A SCN2A SCN3A SCYL3 SEPTIN10 SFPQ SIAH1 SIX1 SLC17A6 SLC25A21 SLC25A26 SLC38A2 SLC41A1 SMAP1 SMCHD1 SON SRCIN1 STAP1 STRN3 SVEP1 TAB3 TENT5C TFEC THAP2 THEMIS TIAL1 TMEFF1 TMEM150A TMEM179B TMEM70 TPPP3 TRIM59 TRMT6 TTC7B TXNDC16 UBE2D2 UBE2G1 UCHL5 VPS26A WDR17 WDR44 XRN1 YES1 ZCCHC2 ZFHX3 ZMYM2 ZNF217 ZNF347 ZNF780A ZNF845 MIR150_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR150_5P ABCB9 ACER2 ACSL4 ADAM19 ADAM22 ADIPOR2 AHI1 AICDA AIFM2 ANKRD12 AOC3 ATP6V1H BASP1 BSN C1orf21 C22orf46P C5orf58 C6orf120 CAMK2G CBL CD38 CD84 CDH7 CDKN1B CERS3 CHD2 CHMP4C CLSPN CLVS1 CMTM6 COL19A1 CPD CTH CYP20A1 CYP4X1 DCAF6 DENND4A EIF5 ELOVL3 ENSA ENSG00000274333 ENSG00000276077 ENSG00000277067 EPHB2 FADS1 FAM168B FBXL5 FBXW11 FKBP14 FSHB FTO GABRG2 GDI1 GGNBP2 GK5 GPR26 HILPDA HNRNPH3 HOXA2 HSP90B1 IBA57 IKZF2 IL7 IMPACT IPO5 IPO9 IRGQ IST1 ITGAX KCNIP1 KIF1C KMT2A LOC102724701 LRRC58 MBD6 MBTD1 MDM4 MINDY2 MOB1B MTCH2 MYB NDC1 NKX2-4 NLRP7 NPR3 NR1D2 NRCAM NSL1 NWD1 OPA3 ORAI2 PAPPA PAX5 PDE7A PERP PIK3AP1 PIK3R1 PIRT PKP4 PLP2 POLH POM121 POM121C POU3F2 PPARGC1A PPP1R3A PPP2R2A PRKAR1A PRKCA PSMB6 PTGFR PURA RAD23B RBM48 RC3H1 RORB RRM2 SAYSD1 SEMA3A SESTD1 SETD5 SETD7 SLC16A12 SLC20A1 SLC30A5 SLC4A4 SLC7A11 SLC8A1 SLITRK2 SMC3 SMIM14 SNAP23 SNX30 SNX7 SOWAHC SP1 SP5 SPOPL ST6GAL1 STOX1 SV2B SZRD1 TADA1 TDRP TGDS TMED4 TMEM108 TMPRSS11A TMSB4Y TNF TNRC6B TRMT12 TSPYL5 UBE2J1 UST VAPA VEZF1 VPS53 WTAP XPNPEP3 ZBTB4 ZC3HAV1 ZCCHC3 ZEB1 ZFP91 ZFX ZHX2 ZNF25 ZNF33A ZNF346 ZNF460 ZNF490 ZNF555 ZNF711 ZNF805 MIR151A_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR151A_3P AGO2 AQP4 CASD1 CLASP2 CLK1 COL25A1 DCTN4 FAM120AOS FAM76B FXR1 GFM2 GRM3 LRCH1 MAGEA1 MAGEA2 MAGEA2B MANEA MAP3K19 ME1 MTARC2 NAA15 NAMPT NIPAL2 NPAS3 PITPNA RFX3 RILPL2 RPS6KA5 SEC63 STXBP1 UPP2 YTHDF3 ZKSCAN4 ZNF326 MIR151A_5P_MIR151B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR151A_5P_MIR151B AK2 APH1A FANCA IQGAP1 NDE1 PPP1R3B RALGAPA1 RGS17 SEZ6L SLC25A24 UTY MIR152_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR152_3P A4GNT ABCA1 ABCB7 ABCD3 ACVR1 ADAM10 ADAM17 ADAM22 ADAM23 ADAMTS15 ADAMTS19 ADCY2 ADGRB3 ADGRF5 AGFG1 AGO1 AGO4 AHDC1 AKAP1 ALCAM ANGEL2 ANXA4 AP4E1 ARF4 ARFIP1 ARHGAP21 ARHGEF12 ARL6IP1 ARL8B ARRDC3 ATG14 ATP11A ATP2B4 ATP4B ATP6AP2 ATP8A1 ATXN1 ATXN7L1 B4GALT5 B4GALT6 BACH2 BAZ2B BCL2L11 BICC1 BMP3 BTAF1 BTBD10 BTBD3 C18orf25 C1GALT1 CABP7 CADM1 CAMSAP2 CAND1 CANX CASZ1 CBLB CBLL1 CCDC141 CCDC6 CCKBR CCT6A CD72 CDC14A CDH20 CDK19 CDK5R1 CDKL5 CDKN1B CDS1 CELSR1 CEP55 CERS6 CFL2 CHD7 CHUK CIITA CLCN6 CLTA CNTN4 CNTNAP3B COL4A1 CS CSF1 CTSA CUL5 CYB5R4 CYTH3 DCP2 DDX6 DENND4C DICER1 DLG2 DMXL1 DNMT1 DOCK6 DUSP1 DYRK2 E2F7 EFNB2 ELAVL2 ELAVL4 ENSG00000275993 EOGT EPAS1 EPM2A EPN2 EPS15 ERBB3 ERRFI1 ESR1 ESRRG EYA3 F3 FAM104A FAM161A FAM168B FAM234A FAM43A FBN1 FEZ2 FMR1 FOXF1 FXR1 GADD45A GAP43 GLRX5 GMFB GPATCH8 GPCPD1 GPM6A GPR137C GPRC5A GRID2 GTF2H1 HBS1L HECW2 HOMER1 HOXC8 IGFBP5 IL15 ING2 INHBB INO80 ITGA5 ITGA9 ITGB8 ITPK1 ITSN2 JARID2 JMY KAT7 KCTD16 KDM7A KIAA0232 KIAA1217 KIF14 KLF4 KLF5 KLF6 KMT2A KRT76 LBR LDLR LEPROTL1 LIPA LMTK2 LRP2 LRRC41 LTBP1 LYSMD2 MACIR MACROH2A1 MAFB MAFG MAP2K1 MAP3K4 MAP3K9 MDFIC MED12L MEOX2 MIER1 MITF MLLT10 MLLT6 MMD MMP10 MMP13 MMP15 MNT MOSPD1 MPL MRAS MRGPRX3 MTCL1 MTMR10 MTMR14 MTMR9 MXD1 NAT14 NCKIPSD NCOA1 NEURL4 NFAT5 NHS NME7 NOG NOL4 NOL4L NPEPL1 NPTN NPTX1 NR2C2AP NRARP NRP1 NT5C3A OBI1 OSBPL11 OTUD4 PDE1C PEAK1 PGRMC2 PHACTR2 PHF20 PHF3 PIGA PIGS PIK3C2A PITPNM2 PLAA PNPLA6 POU3F2 PPP1R10 PPP1R9B PPP6R1 PRICKLE2 PRKAA1 PRKAG2 PRKCZ PRNP PTGES3 QKI RAB14 RAB34 RALBP1 RANGAP1 RASSF8 RBM24 RC3H1 RFX7 RGMA RICTOR RMND5A RNF38 ROBO1 ROBO2 ROCK1 RPS6KA5 RTN4 RUNX2 S1PR1 SBF2 SCN9A SECISBP2L SESN2 SESN3 SESTD1 SGCB SIK1 SIRT7 SIX4 SKIDA1 SLC16A6 SLC24A3 SLC25A44 SLC26A4 SLC2A1 SMS SNAP91 SNN SNX27 SOS2 SPTY2D1 SRSF11 SSR1 STARD13 STOX2 SYNJ1 SZRD1 TANC1 TBC1D8 TBL1XR1 TEK TENT2 TFRC TGFA TGFB2 TGIF2 TGOLN2 TMED7 TMEM170A TMEM266 TMEM54 TMEM63B TMEM9B TNRC6A TNRC6C TOMM70 TRAK2 TRIM59 TXNIP UBAP2L UBE2D3 UBE4B UCP3 UHMK1 USP31 USP32 USP33 USP48 VMP1 VPS37A VSIG1 WDFY4 WDR20 WDR47 WNT1 WNT10B XPO4 YTHDC2 YWHAB ZBTB18 ZCCHC2 ZDHHC17 ZDHHC23 ZDHHC7 ZFYVE26 ZNF804A ZNF821 MIR152_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR152_5P ADGRG6 AK7 ANO3 ARHGAP6 ARL4C B4GALNT1 C21orf58 CABP1 CAMKK2 CC2D2A CHM CLOCK CLVS1 CREBRF CRIM1 DDAH2 EARS2 EDEM1 ELP1 ENPEP EOGT EYA3 FAM107B FAM219B FBXO46 FRMD6 FYCO1 GLI3 GTF2H1 HERC4 ILDR2 KCNJ4 KCTD12 KLHL23 KPNA6 KRT4 LARS1 LTBP2 LYN MED13L METTL13 MFAP4 NAA30 NAP1L1 NBPF1 NBPF11 NBPF12 NBPF14 NBPF15 NBPF20 NBPF3 NBPF8 NBPF9 NEXN NID2 ONECUT2 PABIR3 PANK2 PDS5A PGGT1B PHACTR2 PHKA1 PIK3C2A PLEKHS1 POLR2L POTEA POTEC POU4F1 PREPL RALGPS1 RBMS3 RPS6KA6 RREB1 SEC24D SLC6A15 SLMAP SMPD3 SNAI3 TAFAZZIN TCEAL5 TMEM117 TMEM150A TNFSF10 TRPM1 TSPAN3 TUT4 UBN1 UNC13C VAMP3 ZC3H6 ZNF281 ZNF410 MIR1537_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1537_3P AEBP2 GNAQ HSD17B12 RAB14 RPRM SPATA31C1 SPC25 UACA UPF3A MIR1537_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1537_5P ACTR1A ALKBH5 ARMC8 ASAP1 ATRNL1 AUTS2 B3GNT5 BBS5 BCLAF3 BRWD3 C2orf68 CALU CAMTA1 CASK CCDC50 CDKN2AIP CEP41 CLDN18 COQ5 CPNE4 DBN1 DISC1 DMXL2 DNAH5 DR1 DYRK1A EDA EFNA3 EIF4E ENTPD1 ERLEC1 ETV1 EXOSC7 FGF7 FOXO3 GCNT1 GIMAP1 GLS GTF2I HECTD2 HECW2 HIPK3 IL1R1 ILF3 INTS13 KDM5B KRTAP4-6 LAMP2 LIN28B LNX1 LRRC40 LYSMD3 LZTFL1 MDGA2 MED13 MGMT MPDZ MSR1 MTMR6 NFATC3 NOXRED1 NR3C1 NRG2 PASK PCNX1 PLK2 PLXNA2 PPP1R12A PPP2R5E PRAMEF18 PRAMEF19 PRRC1 PTPN13 R3HDM1 RANBP9 RAP2C RCN1 RFC5 RNF8 RPRD1B RPS6KB1 RUFY1 SCN2A SCN3A SCN9A SEC62 SERTAD4 SESN1 SFMBT1 SGIP1 SH3TC2 SLC35E1 SLC36A1 SLC38A2 SPATA1 SS18 STRIP2 STX5 SYNPO2 TAB3 TENT5A TM2D3 TMEM117 TMEM79 TMPO TOR1AIP2 UBE2F UBE2Q2 USP34 WDFY3 WDR41 YIPF4 ZBTB43 ZBTB47 ZC3H12C ZEB2 ZFR ZNF248 ZNF395 ZNF507 ZNF736 MIR1539 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1539 DESI2 GRHL3 KCNMB4 SURF6 TRIM6 MIR153_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR153_3P ABHD13 ACAP3 ACTN4 ADAM19 ADAM23 ADAMTS8 ADGRA2 ADO AGO1 AGO3 AMPH ANGPT1 ANK1 ANKRD29 ANKRD40 APBB2 APC APP ARID1A ARMH4 ASB7 ATAD2B ATG5 ATOSA ATXN7 AUTS2 AZIN1 BACH2 BCL2 BEND4 BPTF BSN BTBD7 C21orf91 C2CD2 C5orf24 C8orf44-SGK3 C9orf40 CACNA1B CACNB4 CADM2 CAMKK2 CAP1 CAPN15 CBFB CBLIF CCDC32 CCDC50 CD109 CELF6 CFL2 CHN2 CIB2 CITED2 CKAP4 CLCN5 CMIP CNN3 COL19A1 CUX1 DACH1 DCLK1 DCLRE1B DCUN1D1 DDIT4 DENND1B DESI2 DGKH DLG2 DMD DMXL2 DNM3 DPY19L1 DUSP3 DYRK1A EBF2 EEIG1 EPDR1 EPHA4 ERO1B EXPH5 FAM168A FAM168B FBXL3 FBXO33 FBXO4 FBXO8 FEM1C FERMT2 FHIP1A FOXD1 FOXO3 FOXR2 FRMD5 FURIN FZD3 GAB1 GABPA GALNT7 GAN GAREM1 GATM GFPT2 GGCX GJB4 GLCE GMCL1 GNAI3 GNPDA2 GPR158 GRB2 GRIK4 GRIP1 GRIP2 HERC3 HEY2 HIPK3 HLCS HPS6 HTR1F IBSP IDO1 IFFO2 ING2 INHBB INO80D IPO5 IRX2 ISCA2 ITPR1 ITSN2 JADE1 JAG1 JARID2 KATNIP KBTBD8 KCNA1 KCNA6 KCND1 KCNH7 KCNIP4 KCNQ4 KCNRG KCTD1 KCTD5 KCTD6 KDM6A KDSR KIF20A KLF5 KLF7 KMT2A KMT2B LAMC1 LAMP1 LAMP5 LATS1 LDLR LIMS1 LRP12 MAGI1 MAP4K5 MBTD1 MDN1 ME1 MEF2C MFAP3L MIER3 MITF MON2 MORC3 MOSMO MOV10 MTF1 MTMR12 MYCBP NAV2 NEUROD4 NEUROD6 NFATC2 NFATC3 NFE2L2 NFIA NFIB NFIC NPTN NRARP NUDT4 OPRM1 OSBPL6 OTUD4 OTUD7B OTX2 OXR1 PAIP1 PAX4 PAXBP1 PCDH7 PCLO PCTP PDP2 PDS5A PHF13 PIGA PIK3R1 PIP4P2 PLCB1 PLEKHA3 PMP2 POU4F1 PPM1D PPP1R12A PRDM2 PTBP1 PTCH1 PTPN3 PURA QKI RAB11FIP2 RABGAP1 RAI14 RALGPS2 RASA1 RASL12 RASSF4 RB1CC1 RBAK RCOR1 RICTOR RNGTT ROBO2 ROCK1 ROR1 RPL22 RPS6KA5 RPS6KB1 RTN4 RUNX2 RYR2 RYR3 SATB1 SBNO2 SCLT1 SCML2 SCN3A SEMA4G SEPTIN8 SERTAD2 SESTD1 SETD7 SGCD SGCZ SGK3 SGMS2 SH3BP4 SIGMAR1 SLC14A1 SLC16A7 SLC1A6 SLC4A4 SLC9A9 SLCO5A1 SMARCD2 SNAI1 SOCS2 SOCS5 SORL1 SPATA18 SPHK2 SPTBN4 SPTSSB SPTY2D1 STEAP2 SUN2 SYT10 TAF1 TAGLN3 TBC1D19 TCERG1L TES TESK2 TMEM168 TMEM38B TNFSF8 TNRC6B TNRC6C TP53INP1 TPCN1 TRUB1 TTC28 TTC6 TTYH3 TXNDC11 UBE2K UBE2W UBFD1 UBN2 UNC5A UNC5C USP28 USP31 USP44 UTRN UTY UXS1 VASH2 VWA5B2 WDR26 WIPF1 WIPF2 WWP1 XYLT1 YIPF2 ZBTB2 ZBTB43 ZCCHC14 ZCCHC2 ZDHHC1 ZDHHC6 ZFYVE9 ZNF385D ZNF441 ZNF443 ZNF521 ZNF592 ZNF704 ZNF799 ZNFX1 ZNRF2 MIR153_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR153_5P A1CF AAK1 AASDHPPT ABCE1 ABHD2 ABI2 ACBD5 ACER3 ACMSD ACOD1 ACOT13 ACSL3 ACSL6 ACVR1C ACVR2A ADAM19 ADAM9 ADAMTS3 ADGRF3 ADGRL3 ADGRL4 ADK ADRA1A ADSS1 AEBP2 AFF2 AGA AGFG1 AGMO AGO1 AGPS AHDC1 AKAP5 AKT3 ALDH2 ALDOB ALG13 ALG6 ALK AMD1 ANKRD44 ANKRD50 ANO5 ANOS1 ANXA1 AOC2 AP1B1 AP3S1 APBB2 APH1B APLP2 APOOL APPL2 ARF4 ARFIP1 ARG1 ARHGAP1 ARHGAP24 ARHGAP28 ARHGAP32 ARHGAP42 ARID1A ARID2 ARID4A ARL13B ARMC10 ARMC8 ARNT2 ARPC5 ARRDC4 ATE1 ATG14 ATG16L2 ATG5 ATL3 ATMIN ATP13A4 ATP1A2 ATP1B4 ATP2C1 ATP8A1 ATP8B1 ATXN1 ATXN3 ATXN7 AUH AUTS2 B3GNT5 BACH1 BCAT1 BCLAF1 BDP1 BEND6 BICC1 BIN1 BMP3 BNIP3L BRDT BTG2 C11orf16 C12orf40 C12orf50 C15orf32 C17orf75 C1QTNF7 C1orf109 C1orf43 C21orf62 C2CD5 C2orf69 C2orf80 C4orf33 C5AR1 C5orf63 C6orf120 C7orf31 C8orf34 C8orf88 CADM2 CADPS CALD1 CALM1 CAMK4 CAMTA1 CANX CAPS2 CAV2 CBFB CBLL1 CBR1 CBX5 CCDC102B CCDC138 CCDC170 CCDC180 CCDC186 CCDC28A-AS1 CCDC43 CCDC50 CCDC71L CCN2 CCNT1 CCNT2 CCSAP CCSER1 CCSER2 CD22 CD24 CD59 CDC37L1 CDC73 CDK2 CDK6 CDKL1 CDKN1B CDKN2A CDKN2AIP CEBPG CELF2 CEP126 CEP135 CEP350 CEP63 CERKL CERS6 CFAP57 CHCHD7 CHD1 CHD6 CHIC1 CHL1 CHML CHMP2B CHODL CHRAC1 CHRNA9 CHSY1 CHUK CILK1 CISD2 CLDN2 CLDN8 CLDND1 CLEC19A CLEC2D CLGN CLHC1 CLIC6 CLINT1 CLOCK CLVS2 CNDP1 CNGA1 CNIH1 CNTLN CNTN4 CNTN5 CNTNAP2 CNTNAP3 CNTNAP3B COBLL1 COL19A1 COL2A1 COL5A2 COMMD8 COPS2 CPEB3 CPSF6 CREB1 CREB5 CREBZF CRISPLD2 CROT CSGALNACT1 CSN2 CSRNP3 CTC1 CTCF CTNNA3 CTSO CTTNBP2NL CUL4B CUL5 CWC22 CWC27 CXCL10 CXCL8 CXCR6 CXXC5 CYBB CYP2C18 CYP2U1 CYRIA DACH1 DACH2 DAZL DCAF10 DCDC2 DCK DCP1A DCP2 DCUN1D4 DDHD2 DDX39B DDX6 DDX60 DENND4C DENND5B DENND6A DEPDC1B DEPTOR DGKE DGKH DGKI DHX33 DIAPH3 DICER1 DIRAS3 DKC1 DLAT DMRT1 DMRTC2 DNAJC12 DNAJC19 DNTTIP2 DOCK5 DOCK8-AS1 DPH6 DPY19L1 DRD5 DSE DUSP19 DUT DYNC2LI1 DYNLT5 EBF2 EEA1 EFCAB5 EFNB1 EGFL7 EHHADH EIF4B EIF4E3 ELAVL4 ELL2 ELOVL2 ELP4 EMSY EMX2 ENOPH1 ENTPD1 ENTPD6 ENY2 EP300 EPC1 EPHA3 EPHA5 ERBB4 ERCC6L2 EREG ERI2 ERICH2 ERICH5 ESYT2 ETF1 EWSR1 EXD2 EXOSC8 FAHD1 FAM120A FAM168B FAM169A FAM171A1 FAM210A FAM210B FAM72A FAM72B FAM72D FANCD2 FANCD2OS FAT3 FBXL3 FBXO11 FBXO36 FBXO42 FCHO2 FEM1B FGD6 FGF12 FGFR2 FGL2 FHL1 FIBIN FIGN FMN1 FOXF1 FOXG1 FOXL1 FOXP2 FRK FRMPD4 FRS2 FRYL FUT9 FZD3 GABPA GABRA4 GABRA5 GABRB2 GABRG1 GABRG2 GAS2 GATAD1 GCA GEMIN8 GHR GLIS3 GLS GNAI1 GNAI2 GNAL GNG10 GOLIM4 GPATCH2L GPATCH8 GPBP1 GPC5 GPCPD1 GPHN GPR146 GPR34 GPX7 GRIK2 GRK5 GRM5 GRPEL1 GTF2H5 GTPBP2 GUCY1A2 HDAC2 HDAC9 HIF1A HLF HMBOX1 HMGCLL1 HOOK3 HOXA13 HOXD10 HPCAL4 HPGD HS3ST5 HS6ST3 HSH2D HTATSF1 HYCC2 IBSP IBTK ICE2 ID4 IFIT5 IFNAR1 IGF2BP2 IGFBP7 IGIP IGSF10 IKZF2 IL12B IL6R IMMP2L INO80D INSYN2A INTS2 IPO5 IPO7 IRAK3 IRX5 ITGAV ITGB8 ITGBL1 ITK JADE1 JMY KAT6A KBTBD3 KBTBD6 KCNB2 KCNC2 KCNJ3 KCNMA1 KCNQ3 KCTD3 KCTD6 KCTD8 KDM4C KHDRBS2 KIAA0408 KIAA1549L KIF5B KLF4 KLF8 KLHDC10 KLHL2 KLHL24 KLHL28 KLHL32 KLHL41 KLHL5 KLK7 KNDC1 KPNA4 KRAS KRTAP5-11 L2HGDH LAP3 LARP1 LAYN LCOR LDB1 LEMD3 LIG4 LILRB4 LIMS1 LIN9 LMLN LMNTD1 LMO2 LMO4 LNX1 LPCAT2 LPCAT4 LPL LRAT LRATD1 LRATD2 LRCH2 LRP1 LRP12 LRP6 LRRC4C LRRCC1 LRRK2 LRRN1 LRRTM2 LRRTM3 LSAMP LSM11 LSM8 LTN1 LZTFL1 M6PR MAGI3 MAP2 MAP3K2 MAP3K20 MAP3K7 MAP4K4 MAPKAP1 MARCHF1 MARK1 MBL2 MBNL3 MBTD1 MCM8 MCTP2 MDGA2 MDM4 MED13L MED18 MEF2A MEF2C MEST MET METTL2A MFAP3L MFSD6 MGAT4A MIER1 MIGA1 MIPOL1 MITF MMP16 MMS22L MOB1B MON2 MORC1 MOSPD1 MPDZ MPPED2 MRPS35 MRPS36 MS4A14 MSL2 MSRB3 MTARC1 MTCH2 MTDH MTMR7 MTPAP MTREX MTX3 MYO5C MYO6 MYOCD MYOG MYRIP MYSM1 N4BP2 NAAA NALCN NAT1 NCEH1 NCK1 NCKAP5 NCOA5 NDFIP1 NDFIP2 NDST3 NECAP1 NECTIN1 NEDD1 NEDD4L NEDD9 NEGR1 NEK7 NEMF NETO1 NEUROD1 NEXMIF NFIC NFYB NHLRC3 NHS NID2 NKAIN2 NKAIN3 NKTR NLGN1 NLGN4Y NMD3 NME8 NMI NMNAT2 NOL11 NOTCH1 NOTCH2NLA NOTUM NPEPPS NPY1R NR1D2 NR3C2 NRP1 NSD2 NTRK2 NUDT11 NUDT4 NUS1 NUTM1 OBI1 OFD1 OMA1 OMD OMG ONECUT2 OR11A1 ORC4 ORMDL2 OSBP2 OSBPL1A OSBPL3 OSBPL8 OSBPL9 OTOA OTUD1 OTUD6A OTUD6B OTUD7B OXR1 PABPC3 PABPC5 PAK3 PAPPA PAQR5 PAX5 PBX1 PCDH11Y PCDH17 PCDH9 PCGF5 PCMT1 PCMTD1 PCMTD2 PCSK2 PCSK5 PDC PDCD4 PDCD6IP PDCL PDE11A PDE12 PDE1C PDE8A PDIK1L PDS5A PDZD2 PEAK1 PELATON PELI1 PERP PEX13 PFN4 PGAP1 PGM2L1 PGR PGRMC1 PHF14 PHF20L1 PHF6 PHIP PHYHIPL PIAS1 PIERCE2 PIGA PIGC PIGM PIK3C2B PIKFYVE PIN4 PKDCC PLEKHA1 PLEKHH2 PLEKHJ1 PLG PLGLB1 PLGLB2 PLPBP PLPPR1 PLPPR4 PLS1 PLXDC2 PMPCB PNN PNPLA8 POGZ POLR2M POU2F1 PPFIA2 PPM1L PPP1R9A PPP2R1B PPP2R5E PPP3CA PPP4C PPP4R2 PPP4R3B PRDM16 PRELID2 PREX2 PRG4 PRKAA2 PRKAB2 PRKRA PRLHR PROX1 PRPF39 PRR27 PRSS35 PRSS55 PRTG PRXL2C PSMD5 PTBP3 PTCHD1 PTGFRN PTGR3 PTPN3 PTPN4 PTPRB PTPRD PTPRG PTPRJ PUM2 PURB PYGO1 PYGO2 QKI RAB11A RAB11FIP2 RAB27B RAB30 RAB33B RAB39B RAB8B RAB9B RABGAP1L RAD51B RALA RALBP1 RAN RASSF6 RASSF8 RBAK RBM25 RBM39 RBM41 RBM47 RBMS1 RBMS2 RBMS3 RBMX RBMXL1 RBPJ RCC2 RELL1 RELN RFESD RFX3 RFX6 RGS18 RHD RHOH RHOQ RIC1 RIMKLB RIPK2 RIPOR2 RLIM RMC1 RMND5A RNF11 RNF138 ROBO1 RORB RP1 RPAIN RPAP2 RPL34 RPP38-DT RPS6KA3 RPS6KA5 RPS6KB1 RRM2B RSPO3 RUNX1T1 RXFP1 S100A14 SAMD12 SAMD8 SART1 SAXO1 SAXO2 SCAI SCEL SDHC SDR42E1 SEC22A SEC23IP SEH1L SELE SELENOF SEMA3A SEMA3C SEMA5A SENP6 SERBP1 SERINC1 SESN3 SGCD SGIP1 SGMS1 SH3GLB1 SH3RF3 SH3TC2 SHPRH SHROOM3 SIX4 SKI SKIL SKP2 SLAIN2 SLC10A2 SLC13A1 SLC15A5 SLC16A1 SLC16A7 SLC17A6 SLC1A3 SLC22A15 SLC24A2 SLC24A4 SLC25A17 SLC25A24 SLC35E3 SLC36A4 SLC38A2 SLC49A4 SLC4A10 SLC4A4 SLC4A7 SLC5A12 SLC5A3 SLC6A14 SLC6A6 SLC7A1 SLC7A3 SLC9A4 SLC9A8 SLCO1B3 SLIT3 SLITRK1 SLITRK4 SLK SMAD5 SMC6 SMIM15 SMIM20 SNAP29 SNRK SNTB1 SNX2 SNX25 SOBP SOGA3 SOX6 SP3 SP5 SPAST SPATA18 SPDYE5 SPDYE6 SPINK13 SPOCK3 SPON1 SPOPL SQLE SREBF1 SREK1 SRGAP2B SRGAP2C SRRM2 SRSF10 STAG2 STEAP4 STK26 STK4 STON2 STRN3 STX3 STXBP5 SYCP2 SYNPO2 SYT1 SYT11 TAB3 TAF4B TAOK1 TAOK3 TARP TASL TASOR TATDN3 TBC1D31 TBC1D4 TBCEL TBCK TC2N TCEANC2 TDRD7 TEAD1 TENM4 TENT2 TENT5C TEP1 TFAP2D TFB1M TFDP2 TGFBR1 THAP1 THAP2 THSD7A THUMPD1 TIA1 TICAM2 TLCD4 TLE4 TLN1 TM9SF3 TMCO1 TMED5 TMED7-TICAM2 TMEFF1 TMEM106B TMEM135 TMEM144 TMEM167A TMEM168 TMEM170B TMEM229A TMEM233 TMEM236 TMEM260 TMEM263 TMEM30A TMEM33 TMEM41B TMEM68 TMEM74 TMEM87B TMF1 TMPO TMTC1 TNFRSF21 TNFSF11 TNKS TNRC6A TNRC6B TOB1 TOMM22 TOR1AIP2 TOX3 TP53RK TRDN TRGC1 TRIM2 TRIM33 TRIP11 TRPC1 TSEN2 TSHZ1 TSHZ2 TSN TSPAN7 TTC31 TTC7B TTC8 TUT7 TVP23A TXLNB TXNRD2 UBA5 UBE2A UBE2K UBE4A UBL3 UBQLN2 UBR5 UGT2A3 UQCR11 UROS USF3 USH2A USP10 USP13 USP22 USP3 USP38 USP46 USP49 USP51 UST VAMP4 VAPA VAPB VGLL3 VNN1 VPS29 VPS36 VRK3 VSTM4 VTA1 WAPL WBP2 WDR41 WDR72 WDTC1 WNK3 WNT16 WNT3 WNT9B WRNIP1 WT1 XRN1 YTHDF3 YY1 YY2 ZBTB33 ZBTB41 ZBTB7A ZC3H11A ZC3H12C ZCCHC2 ZCWPW2 ZDHHC20 ZEB2 ZFHX3 ZFP28 ZFP36L1 ZFR ZHX3 ZIC3 ZMPSTE24 ZNF10 ZNF107 ZNF124 ZNF197 ZNF22 ZNF229 ZNF267 ZNF277 ZNF319 ZNF326 ZNF33A ZNF367 ZNF384 ZNF503 ZNF506 ZNF512 ZNF536 ZNF563 ZNF565 ZNF566 ZNF568 ZNF652 ZNF670 ZNF75D ZNF780A ZNF800 ZNF81 ZNRF3 ZRANB3 ZSCAN1 ZSCAN12 MIR154_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR154_3P ABTB2 ADAMTS5 ADGRL2 AGFG1 ANKRD50 ANKS1B ANXA4 APLP2 APPL1 ASAP2 ATF2 ATL3 ATP11C ATP8B1 AZIN1 BTG2 CALCOCO1 CAMSAP1 CARNMT1 CBLB CDH8 CEP192 CHKA CLEC12A CNKSR3 CNR1 COBL CRBN DCUN1D4 DYRK1A ENY2 EVI5 GLRB GPM6A GRIA4 ILRUN KCNMA1 KIAA1217 KIF1B LEKR1 LRCH1 LRRCC1 LRRTM2 MAGI2 MGARP MOB1B MTMR10 MTMR12 NEK4 NLK NTF3 NUDCD2 PDE10A PDE4D PDZD2 PLAC8 PNPLA4 PON3 PPM1A PPM1B PPP4R4 PRKAA1 PUM2 RBM11 REPS2 RLN1 RNF217 RP2 RPRD1A SEMA3C SEPTIN8 SIRT1 SMAD7 SNRNP40 SNX2 SNX6 SP3 ST6GAL2 STIM2 STXBP3 STYX TASOR2 TEAD1 TMEFF2 TMEM67 TMEM68 TNPO1 TRIB2 TUT7 TXLNG USP34 VTI1B YPEL4 ZC3H7A ZCCHC2 ZEB2 ZNF281 ZNF33A ZNF454 ZNF57 ZNF780A MIR154_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR154_5P ACTR3 ADAM18 ADCY5 AGMO ANGPTL2 AQP9 CAMK4 CAPN6 CBS CDH20 CDKN2AIP CEP164 CFAP97 CISD3 CNGA2 CUL2 DCAF6 DISC1 DMGDH DOCK1 E2F5 ENSG00000274276 FZD3 GABRR1 GALNT7 GATM GLYATL3 HDHD2 HNRNPR HS3ST3A1 HSF2BP IFIT2 LHFPL5 LIN9 LTBP1 LYVE1 MAP4 MINDY2 MYLK MYZAP NOS3 NPTN OVOL1 PCDH15 PCGF5 PCNA PIWIL1 PLAGL2 PTPRJ RNF19A SGMS1 SLC46A2 SLC6A11 SOS2 SULT1E1 TADA1 TET3 TMEM108 TMEM237 TMX1 TOR1B VPS4B VPS53 VSIG1 ZCCHC7 ZHX2 ZMYM1 MIR155_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR155_3P AK9 ARHGEF33 ARMC2 B4GALNT1 CELF4 CEP350 CEP70 CREBRF CRPPA CYBRD1 DDX31 DENND1B DPYSL2 DRP2 DYNC1I2 EAF1 EBF2 EDIL3 EPAS1 FABP2 FAM156A FAM156B FER FGF12 GJB6 GNAI3 GOLM1 GPBP1 HECTD4 HIRA HNRNPF HNRNPK HTR2C IDO1 INPP5F KIF26B LSM14A LSM14B MAPK14 METTL9 MGAT5 MRPS6 MYOT NOG OSBPL10 OXR1 PCP4 PEX5 PHLDA1 PICALM PIP4K2B PLEKHA5 POGLUT1 POU2AF3 PPM1A PRKAR2B PTPN21 RAB3C RAPGEF4 RERE RFC3 RNF4 SEC62 SERTAD2 SLC25A3 SMAD4 SMAD5 SMAP1 SMIM7 SNTB1 SNX18 SOX30 SPTA1 STX12 SYPL1 SYT14 TBL1XR1 TET2 TNPO1 TRIP12 TSHZ1 TXK ULK2 UNK VGLL4 VHL ZBTB20 ZBTB41 ZFAND5 ZNF575 ZNF629 ZNF737 ZNF790 MIR155_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR155_5P ACTA1 ACTL7A AHRR AICDA AKTIP ANKFY1 ANTXR2 ARID2 ARL6IP5 ARVCF ASAP2 ATP2C1 ATXN1L BACH1 BNC2 BOC BSDC1 BTN2A2 C10orf90 C12orf40 C1GALT1 C2orf80 C8orf44-SGK3 CAB39 CACUL1 CARD10 CARD11 CBL CD36 CDC42EP4 CDX1 CEBPB CHAF1A CLCN3 CNOT7 CSF1R CSNK1G2 CSRNP2 CTTNBP2NL CYB561D1 DCUN1D3 DDX3Y DET1 DHX40 DIPK1A DMAC1 DNAJB1 DPY19L1 DYNC1I1 DYRK2 E2F2 ECSCR EHD1 ENTPD5 ETS1 EYA2 FAM135A FAM199X FAR1 FBXL17 FBXO33 FBXO48 FGF7 FMNL2 FOS FXR1 G2E3 GABARAPL1 GABRA1 GALT GDPD1 GJA5 GLUL GPM6B GYG1 H3-3A HBP1 HIVEP2 HNRNPA3 IKBIP IKBKE IL6R INTS6 IRF2BP2 JADE1 JARID2 KANSL1 KDM2A KDM5B KLF3 KLHL4 KRAS LAT2 LCORL LDLRAD3 LRIF1 LRRC59 LRRC8B LRRTM2 LSM14A MAP3K10 MAP3K14 MAP3K7 MAP4K3 MARCHF1 MBTD1 MCM8 MED13L MED21 MEF2A MEIS1 MIDN MITF MPEG1 MYB MYBL1 MYO10 MYO1D NARS1 OLFML3 OOEP OTUB2 PAK5 PALD1 PATJ PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 PDLIM5 PICALM PIWIL3 PLEKHA1 PLEKHB2 PPM1D PSIP1 PTPN2 PTPRJ RAB11FIP2 RAPGEF2 RBMS3 RBP2 RC3H2 RCN2 RCOR1 RELA RGP1 RICTOR RPS6KA3 RPS6KA5 RPS6KB1 RREB1 RUFY2 S1PR1 SALL1 SARAF SATB1 SCG2 SCUBE2 SEC14L5 SEMA5A SERPINA10 SESTD1 SGK3 SMAD2 SMARCA4 SMUG1 SOCS1 SP1 SPRTN STRN3 STXBP5L TAB2 TAPT1 TBR1 TCF7L2 TDRD9 TENM3 TLE4 TP53INP1 TPRKB TRAF3 TRAM1 TRIM32 TRIP11 TRIP13 TRPM8 TRPS1 TSHZ3 TTC21B TWF1 TYRP1 UBQLN1 UBXN8 UNC80 USH2A USP9X VAV3 VMA21 VPS18 VPS36 WBP1L WDR72 WEE1 WWC1 ZBTB38 ZBTB41 ZC2HC1B ZDHHC20 ZIC3 ZKSCAN5 ZMYM2 ZNF236 ZNF431 ZNF492 ZNF652 ZNF761 ZNF845 ZNF860 ZNF98 ZPLD1 ZSCAN12 MIR1587 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1587 ADAT3 ADCY10 ARID3B BEND6 CAMKK2 CD1B CDY1 CDY1B CHD5 CHRFAM7A CMKLR1 CNKSR2 CRISPLD1 EAPP EIF5 ELOVL6 ERI3 FBXL16 FBXL18 FBXO17 GIPC3 GNAO1 GPR39 ITCH KCNH5 KIAA0930 KLK13 LAPTM5 MBTD1 MDGA1 MEF2A MLLT6 MSANTD3 NAGA NCK1 NCOR1 NIPSNAP1 NPY PHF24 PLEKHA8 PLK2 SDC3 STK40 STRIP1 SYNDIG1L TAB2 TAGLN TGFA TJAP1 TMBIM1 TMEM216 TMPRSS13 TOX2 TRAF3 TRIM66 UBAP2L WARS1 ZIC4 ZNF219 ZNF609 ZSWIM5 MIR15A_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR15A_3P ACVR2B ADAM12 ARMCX2 ATP10A BNC2 C11orf98 CAPZB CCDC141 CPEB2 CPNE8 CTBP2 CYP19A1 ESYT2 FOXD4L3 FOXD4L6 GPATCH2L LARP4 MBNL3 NPNT OPRM1 PALS1 PARP16 PNRC2 PWWP2A RAB21 RAB8B RHOBTB1 RNF13 SDC2 SLC41A2 SOCS6 STRN3 SYCP2 TCF20 TMEM41A TNKS TOB1 ZBTB4 MIR15A_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR15A_5P ABCF3 ABHD2 ABL2 ACOX1 ACSL4 ACTR2 ACVR2A ACVR2B ADAMTS3 ADAMTS6 ADGRL1 ADRB2 AGO1 AGO4 AHCYL2 AK4 AKT3 AMER1 AMMECR1 AMOT AMOTL1 ANKRD46 ANKS1A ANKUB1 ANLN ANO3 ANXA11 APLN AREL1 ARFGAP2 ARHGAP12 ARHGAP20 ARHGAP32 ARHGDIA ARIH1 ARL2 ARL3 ARMCX2 ARMH4 ARPP19 ASH1L ATF6 ATG13 ATG14 ATG9A ATXN1L ATXN2 ATXN7L1 ATXN7L2 ATXN7L3 ATXN7L3B AVL9 AXIN2 BAG4 BCL11B BCL2L2 BCL7A BMPR1A BTAF1 BTG2 BTRC BZW1 C12orf76 C1QL3 C1orf21 C2orf42 CACNA1E CACNA2D1 CACUL1 CAPRIN1 CAPZA2 CARM1 CASK CASR CBX2 CBX4 CBX6 CC2D1B CCDC6 CCDC83 CCDC88C CCND1 CCND2 CCNE1 CCNJL CCNT1 CD2AP CD3E CD47 CD80 CDC25A CDC27 CDC37L1 CDC42SE2 CDCA4 CDHR1 CDK17 CDK5R1 CDK8 CEP55 CEP85L CFAP45 CHAC1 CHD2 CHEK1 CHIC1 CHPT1 CHUK CLCN4 CLDN12 CLOCK CLUH CMC4 CMPK1 CNOT6L COBLL1 COL12A1 COP1 COPS7B CPD CPEB2 CPEB3 CPSF7 CREBRF CSDE1 CSRNP1 CUX1 CXCR5 CYB561A3 CYP26B1 CYP2S1 DCLK1 DCP1A DDX3X DDX3Y DENND1B DENND2C DENND4A DEPDC4 DESI1 DIXDC1 DLEU7 DLL1 DMPK DMTF1 DNAJA2 DNAJB4 DPY19L4 DRD1 DYNC1LI2 DYRK1B E2F3 EDA EGLN1 ELAC1 ELL ELL2 ELMOD1 ENAH ENSG00000275993 EPB41L4B EPC1 EPHA7 EPHB2 ETNK1 EXOC3L2 EXT2 EYA1 EZH1 FAM110C FAM133B FAM135A FAM81A FAM89A FAM91A1 FASN FBXL20 FBXO21 FBXW7 FERMT2 FGF2 FGF7 FGF9 FGFR1 FLT3 FNTA FOXK1 G0S2 G2E3 GABARAPL1 GALNT13 GALNT7 GAREM1 GATAD2A GCC2 GFAP GGA3 GHR GLS2 GNAT1 GOLGA1 GPATCH8 GPN1 GPR63 GRM7 GSTCD HECTD1 HECTD4 HELZ HEPHL1 HERC6 HIGD1A HIPK2 HMBOX1 HMGA1 HOXA10 HSPA4L HSPG2 HTR2A HTR4 IARS1 IFT74 IGF1R IGF2R IHH IKBKB IL7R ILDR2 INSR IPO7 IPPK ISLR ISM2 IVNS1ABP JARID2 JPH3 KANK1 KCNG4 KCNJ2 KCNK10 KCNN4 KCTD8 KDSR KIF1B KIF21A KIF23 KIF3B KIF5B KIF5C KLHL2 KPNA3 KRTAP11-1 KRTAP4-6 LAMC1 LAMP3 LARGE2 LATS1 LDLRAD2 LGR5 LITAF LRIG1 LRIG2 LRP2 LRP6 LRRK1 LRRN3 LSM11 LURAP1L LUZP1 LYPLA2 MAMSTR MAN2A2 MAP2K1 MAP3K13 MAP3K9 MAP7 MASP1 MBNL2 MCU MED26 MEOX2 MEX3C MFN2 MGAT4A MIB1 MIDEAS MKNK1 MKX MNT MOB3B MOB4 MOV10 MTFR1L MTMR3 MYB MYBL1 MYEF2 MYLK MYO5A MYO5B MYRIP N4BP1 NAA25 NAPG NAV1 NCS1 NECTIN1 NF1 NFATC3 NHLRC2 NOB1 NOS1 NOTCH2 NR2C2 NRBP1 NRN1 NRP2 NSG1 NSMF NUFIP2 NUP50 OGT OMG OOEP OTX1 P3H2 PABIR2 PAFAH1B1 PAFAH1B2 PAG1 PAPPA PARVA PCDH17 PCDH9 PCMT1 PDE3B PDIA6 PDK4 PDZD8 PEDS1-UBE2V1 PELI2 PEX13 PHF19 PIAS2 PIK3R1 PIP4P1 PIP4P2 PISD PLAG1 PLEKHA1 PLPP1 PLRG1 PLXNA4 PLXNC1 PNPLA6 POU2F1 PPM1A PPM1E PPP1R11 PPP2R1B PPP6R3 PPT2 PRDM4 PRKAR2A PRRC2C PTCH1 PTH PTPN3 PTPN4 PTPRD PTPRR QKI RAB11FIP2 RAB30 RAB9A RAB9B RAD23B RAD50 RARB RASEF RASGEF1B RASSF8 RBBP6 RBM12 RBM24 RBM6 RBPJ RECK RELN RET RETREG2 RFK RFX3 RGMA RICTOR RIF1 RIMKLB RNF10 RNF144B RNF217 ROCK2 RORA RPS6KA3 RPS6KA6 RREB1 RS1 RSBN1 RSPO3 RTN4 RUNDC3B RUNX1T1 SALL1 SALL3 SALL4 SAMD10 SAV1 SCN8A SCOC SEC24A SEH1L SEL1L3 SEMA3A SEMA3D SEMA5B SEMA6D SEPTIN2 SERBP1 SESN1 SESTD1 SETD3 SGK1 SH3GL2 SHOC2 SIK1 SIPA1L2 SIRT4 SKI SLC11A2 SLC12A2 SLC13A3 SLC20A2 SLC25A37 SLC2A14 SLC2A3 SLC35G1 SLC36A1 SLC39A10 SLC4A4 SLC6A11 SLC9A6 SLIT2 SMAD7 SMIM13 SMURF1 SMURF2 SNRPB2 SNTB2 SNX16 SOBP SOCS6 SON SOX6 SPAG7 SPRED1 SPRYD3 SPTBN2 SPTLC1 SREK1 SRPRA SSR1 SSTR3 ST7L ST8SIA3 STK33 STOX2 STRADB STXBP1 STXBP3 STXBP5 SUCO SUMO3 SUZ12 SVIP SYDE2 SYNJ1 SYNRG SYPL1 SYT3 SYT4 TAB3 TARBP2 TBL1XR1 TBP TBPL1 TCAIM TENM2 TFAP2A TFCP2L1 TGFBR3 TGIF2 TLK1 TLL1 TMC7 TMCC1 TMEM100 TMEM135 TMEM154 TMEM178B TMEM183A TMEM199 TMEM245 TMEM268 TMEM74B TNFSF13B TNRC6B TRABD2B TRAM1 TRANK1 TRIM66 TRIP11 TSC22D2 TTC14 TUBA4A UBE2Q1 UBE2V1 UBE4A UBE4B UBFD1 UBN2 UBQLNL UBR3 UNC13A UNC5D UNC80 UROS USP15 USP25 USP3 USP31 USP42 USP44 UTP25 VEGFA VPS33B VPS4A VTI1B WBP11 WEE1 WIPI2 WNK3 WNT3A WNT4 WNT7A WWC1 XPO7 YRDC YTHDC1 YWHAH ZBTB20 ZBTB34 ZBTB39 ZBTB44 ZBTB46 ZC2HC1A ZC3H13 ZCCHC2 ZCCHC3 ZDHHC15 ZFHX3 ZFHX4 ZMAT3 ZMYM2 ZNF275 ZNF367 ZNF449 ZNF548 ZNF622 ZNF691 ZNHIT6 ZNRF2 ZNRF3 ZSCAN31 MIR15B_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR15B_3P ABHD2 ABI1 ANKRD27 CCL20 CCL28 CDK5RAP2 CDKN2AIP CEP44 CHL1 CHMP5 CISD2 CLCC1 CLOCK CLSTN2 CNGB1 COBL COL4A4 COPS8 CREBRF CROT CSMD3 CYP7A1 DFFB DYNLT1 EYS GLMN GPC6 HHAT IGSF10 KATNA1 KITLG KLF13 KLHL36 LACTB2 LSM8 LYN LYSET MACIR ME1 MED23 MFAP3L MLLT3 MOSMO NALCN NEURL1B NPNT NPY2R NUP160 OGN P3H1 PABIR3 PABPC5 PCDHGA11 PDE8A PDZK1 PEAK1 PLXDC2 PPM1A PPP1R2 PRB1 PRB3 PTPRJ RAD21 REPS1 RNFT2 SEC22C SH3TC2 SPINK8 SPOCK3 TAOK1 TMEM200B TOPORS TRIM33 TRIM38 TUBB6 TXNDC9 URI1 VSTM2A ZNF407 MIR15B_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR15B_5P ABCF3 ABHD2 ABL2 ACOX1 ACSL4 ACTR2 ACVR2A ACVR2B ADAMTS3 ADAMTS6 ADGRL1 ADRB2 AGO1 AGO4 AHCYL2 AK4 AKT3 AMER1 AMMECR1 AMOT AMOTL1 ANKRD46 ANKS1A ANKUB1 ANLN ANO3 ANXA11 APLN AREL1 ARFGAP2 ARHGAP12 ARHGAP20 ARHGAP32 ARHGDIA ARIH1 ARL2 ARL3 ARMCX2 ARMH4 ARPP19 ASH1L ATF6 ATG13 ATG14 ATG9A ATXN1L ATXN2 ATXN7L1 ATXN7L2 ATXN7L3 ATXN7L3B AVL9 AXIN2 BAG4 BCL11B BCL2L2 BMPR1A BTAF1 BTG2 BTRC BZW1 C12orf76 C1QL3 C1orf21 C2orf42 CACNA1E CACNA2D1 CACUL1 CAPRIN1 CAPZA2 CARM1 CASK CASR CBX2 CBX4 CBX6 CC2D1B CCDC6 CCDC83 CCDC88C CCND1 CCND2 CCNE1 CCNJL CCNT1 CD2AP CD3E CD47 CD80 CDC25A CDC27 CDC37L1 CDC42SE2 CDCA4 CDHR1 CDK17 CDK5R1 CDK8 CEP55 CEP85L CFAP45 CHAC1 CHD2 CHEK1 CHIC1 CHPT1 CHUK CLCN4 CLDN12 CLOCK CLUH CMC4 CMPK1 CNOT6L COBLL1 COL12A1 COP1 COPS7B CPD CPEB2 CPEB3 CPSF7 CREBRF CSDE1 CSRNP1 CUX1 CXCR5 CYB561A3 CYP26B1 CYP2S1 DCLK1 DCP1A DDX3X DDX3Y DENND1B DENND2C DENND4A DEPDC4 DESI1 DIXDC1 DLEU7 DLL1 DMPK DMTF1 DNAJA2 DNAJB4 DPY19L4 DRD1 DYNC1LI2 DYRK1B E2F3 EDA EGLN1 ELAC1 ELL ELL2 ELMOD1 ENAH ENSG00000275993 EPB41L4B EPC1 EPHA7 EPHB2 ETNK1 EXOC3L2 EXT2 EYA1 EZH1 FAM110C FAM133B FAM135A FAM81A FAM89A FAM91A1 FASN FBXL20 FBXO21 FBXW7 FERMT2 FGF2 FGF7 FGF9 FGFR1 FLT3 FNTA FOXK1 G0S2 G2E3 GABARAPL1 GALNT13 GALNT7 GAREM1 GATAD2A GCC2 GFAP GGA3 GHR GLS2 GNAT1 GOLGA1 GPATCH8 GPN1 GPR63 GRM7 GSTCD HECTD1 HECTD4 HELZ HEPHL1 HERC6 HIGD1A HIPK2 HMBOX1 HMGA1 HOXA10 HSPA4L HSPG2 HTR2A HTR4 IARS1 IFT74 IGF1R IGF2R IHH IKBKB IL7R ILDR2 INSR IPO7 IPPK ISLR ISM2 IVNS1ABP JARID2 JPH3 KANK1 KCNG4 KCNJ2 KCNK10 KCNN4 KCTD8 KDSR KIF1B KIF21A KIF23 KIF3B KIF5B KIF5C KLHL2 KPNA3 KRTAP11-1 KRTAP4-6 LAMC1 LAMP3 LARGE2 LATS1 LDLRAD2 LGR5 LITAF LRIG1 LRIG2 LRP2 LRP6 LRRK1 LRRN3 LSM11 LURAP1L LUZP1 LYPLA2 MAMSTR MAN2A2 MAP2K1 MAP3K13 MAP3K9 MAP7 MASP1 MBNL2 MCU MED26 MEOX2 MEX3C MFN2 MGAT4A MIB1 MIDEAS MKNK1 MKX MNT MOB3B MOB4 MOV10 MTFR1L MTMR3 MYB MYBL1 MYEF2 MYLK MYO5A MYO5B MYRIP N4BP1 NAA25 NAPG NAV1 NCS1 NECTIN1 NF1 NFATC3 NHLRC2 NOB1 NOS1 NR2C2 NRBP1 NRN1 NRP2 NSG1 NSMF NUFIP2 NUP50 OGT OMG OOEP OTX1 P3H2 PABIR2 PAFAH1B1 PAFAH1B2 PAG1 PAPPA PARVA PCDH17 PCDH9 PCMT1 PDE3B PDIA6 PDK4 PDZD8 PEDS1-UBE2V1 PELI2 PEX13 PHF19 PIAS2 PIK3R1 PIP4P1 PIP4P2 PISD PLAG1 PLEKHA1 PLPP1 PLRG1 PLXNA4 PLXNC1 PNPLA6 POU2F1 PPM1A PPM1E PPP1R11 PPP2R1B PPP6R3 PPT2 PRDM4 PRKAR2A PRRC2C PTCH1 PTH PTPN3 PTPN4 PTPRD PTPRR QKI RAB11FIP2 RAB30 RAB9A RAB9B RAD23B RAD50 RARB RASEF RASGEF1B RASSF8 RBBP6 RBM12 RBM24 RBM6 RBPJ RECK RELN RET RETREG2 RFK RFX3 RGMA RICTOR RIF1 RIMKLB RNF10 RNF144B RNF217 ROCK2 RORA RPS6KA3 RPS6KA6 RREB1 RS1 RSBN1 RSPO3 RTN4 RUNDC3B RUNX1T1 SALL1 SALL3 SALL4 SAMD10 SAV1 SCN8A SCOC SEC24A SEH1L SEL1L3 SEMA3A SEMA3D SEMA5B SEMA6D SEPTIN2 SERBP1 SESN1 SESTD1 SETD3 SGK1 SH3GL2 SHOC2 SIK1 SIPA1L2 SIRT4 SKI SLC11A2 SLC12A2 SLC13A3 SLC20A2 SLC25A37 SLC2A14 SLC2A3 SLC35G1 SLC36A1 SLC39A10 SLC4A4 SLC6A11 SLC9A6 SLIT2 SMAD7 SMIM13 SMURF1 SMURF2 SNRPB2 SNTB2 SNX16 SOBP SOCS6 SON SOX6 SPAG7 SPRED1 SPRYD3 SPTBN2 SPTLC1 SREK1 SRPRA SSR1 SSTR3 ST7L ST8SIA3 STK33 STOX2 STRADB STXBP1 STXBP3 STXBP5 SUCO SUMO3 SUZ12 SVIP SYDE2 SYNJ1 SYNRG SYPL1 SYT3 SYT4 TAB3 TARBP2 TBL1XR1 TBP TBPL1 TCAIM TENM2 TFAP2A TFCP2L1 TGFBR3 TGIF2 TLK1 TLL1 TMC7 TMCC1 TMEM100 TMEM135 TMEM154 TMEM178B TMEM183A TMEM199 TMEM245 TMEM268 TMEM74B TNFSF13B TNRC6B TRABD2B TRAM1 TRANK1 TRIM66 TSC22D2 TTC14 TUBA4A UBE2Q1 UBE2V1 UBE4A UBE4B UBFD1 UBN2 UBQLNL UBR3 UNC13A UNC5D UNC80 UROS USP15 USP25 USP3 USP31 USP42 USP44 UTP25 VEGFA VPS33B VPS4A VTI1B WBP11 WEE1 WIPI2 WNK3 WNT3A WNT4 WNT7A WWC1 XPO7 YRDC YTHDC1 YWHAH ZBTB20 ZBTB34 ZBTB39 ZBTB44 ZBTB46 ZC2HC1A ZC3H13 ZCCHC2 ZCCHC3 ZDHHC15 ZFHX3 ZFHX4 ZMAT3 ZMYM2 ZNF275 ZNF367 ZNF449 ZNF548 ZNF622 ZNF691 ZNHIT6 ZNRF2 ZNRF3 ZSCAN31 MIR16_1_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR16_1_3P ABCA1 ABCA13 ABCA8 ACSM1 AIMP1 AKR1D1 ALDH1L2 AMN1 ANKRD12 ANO1 ANP32E ARPC5 ATP2A2 ATXN10 AZI2 B3GALNT1 BEX3 BNC2 BRINP3 BRIP1 BRPF1 C11orf54 C19orf73 C1GALT1C1 C1orf185 C8B CAB39 CAPS2 CC2D2B CCDC112 CCDC7 CCNE2 CEP135 CISD1 CLDN23 CLDND1 CLVS1 CNST CNTN1 COCH COL4A3 CPNE8 CPSF2 CREB1 CREB5 DENND6A DICER1 DLG5 DOCK3 DPP4 EBF1 EHBP1 EIF5B ENPP6 FAM110B FAN1 FAT4 FBN2 FERMT1 FOXO1 FUT8 FYN GFRA2 GNG12 GPALPP1 GPR182 GRIA4 GUCY1A2 HAT1 HLF HMGCS1 HS6ST3 HSPA5 HYCC2 IL26 INTS8 IRAK1BP1 JAG1 KANSL1L KIAA0232 KIF3A KLF5 KLHL24 KMT2E KPNA1 KTN1 LIN54 LLGL1 LOX LSM8 MARCKS MATR3 MBTD1 MCTP1 MFAP4 MIX23 MMGT1 MOB1B MOGAT2 MTRR NF1 NOD1 NPAP1 NPY2R NUP98 P2RY14 PACRGL PANK3 PARP8 PCDH7 PCLO PDE3B PDZRN4 PHC3 PHYKPL PIK3C2A PNMA2 PNRC1 POU3F3 PRR16 PRRC1 PSMD10 RAB23 RAD18 REL RIN2 RNF41 RNF6 ROCK1 RRM2B SCAF4 SCARB2 SCN8A SEC14L1 SEMA6D SEPTIN2 SLC10A7 SLC12A2 SLC12A6 SLC31A2 SLITRK4 SNX29 SPEN SPOCK1 SRI SRPK1 SS18 STARD8 STAU1 STEAP2 STK17B STX7 SUCLA2 TBC1D32 TDRD3 TEAD1 TENT4B TFAP4 TGFBR2 TLCD4-RWDD3 TM9SF2 TMEM237 TMEM67 TMEM68 TMTC2 TOPORS TOX4 TTC13 TTC14 TTC17 UBE2E3 UBE2G1 UBR3 UGT8 UNC80 USP6 VCPKMT WNK3 YY1 ZBTB21 ZC2HC1A ZCCHC2 ZDHHC17 ZDHHC21 ZFX ZHX1 ZNF736 ZSCAN26 MIR16_2_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR16_2_3P ABCE1 ACER3 ACOX1 ACP1 ADCYAP1 AGL ALDOB ANKRD13C ANXA7 AP4E1 ARAP2 ARFGEF1 ATAD1 ATP2C1 ATP6V1C2 ATP7A AZIN1 B2M BAHCC1 BBS10 BCHE BCOR BROX BTBD8 BTG3 C16orf87 C18orf54 CADM2 CBLN2 CCDC141 CCDC82 CCN2 CCT6A CD200 CDC42BPB CDH9 CDK1 CDK17 CFAP65 CFL2 CHIC1 CHML CILK1 CLASP2 CLOCK CLTC CMTM7 CNR1 CNTN3 CNTN4 CNTNAP3 CNTNAP3B COG6 COL11A1 COMMD3-BMI1 COMMD8 CPEB2 CTNND2 CTTNBP2 CUL2 DCAF8L1 DCUN1D5 DENND1B DIP2B DPY19L4 DSTYK DYNLT2B ERAP1 ETF1 FAM111A FAM181A FAM91A1 FBXO28 FGF14 FGL2 FMNL2 FRK FSD1L GABRG1 GALNT1 GINS1 GPATCH2 HAND2 HIRA HNRNPA0 HYCC2 ID1 IDI1 IFIT2 INPP1 INTU IPO7 IRF6 ITGB8 IYD KCNMB2 KDM7A KERA KHDC4 KIAA0408 KLF2 KRTAP4-5 LARGE1 LLGL1 MACIR MAP10 MARCHF6 MBD5 MEI4 MFSD14B MIER3 MIPOL1 MLLT11 MME MOB1B MTARC2 MTF2 MTHFD2L MTMR6 NAB1 NAT2 NBEAL1 NCAM2 NEGR1 NETO1 NEXMIF NFYB NGLY1 NOVA1 OBI1 OLA1 OMA1 OR2L13 PAFAH1B1 PALS1 PBRM1 PCGF3 PDLIM5 PEX5L PI4K2B PIAS2 PLAG1 PLAGL1 PLAUR PLCXD3 PLPPR4 PPP4R4 PREX2 PRKAA1 PRKG1 PRLR PRMT3 PSMA8 PSMC6 PTER PTPN12 PTPN13 PURA RAB1A RAB6A RAB6B RAB6D RAI14 RAP1A RB1CC1 RBFOX1 RBL1 RC3H1 RCN2 RDM1 RGMB RGS2 RGS5 RNF44 RORA RPE RPP30 SCN2A SDK2 SEPSECS SGIP1 SHQ1 SIN3B SLC2A13 SLC44A5 SNRK SOAT1 SOGA3 SP8 SPOPL SPRED1 STRN TBC1D12 TCP1 TDG TENT4A THAP9 THSD7B TLK1 TMBIM4 TMED7 TMEM161B TMLHE TNPO1 TSHZ1 TSPAN19 TUBB TUBB2B UBE2B UBE2I UFL1 USP16 VDAC1 VPS50 WNT5A ZCCHC10 ZFP30 ZFP36 ZFX ZNF107 ZNF117 ZNF236 ZNF254 ZNF273 ZNF280D ZNF41 ZNF569 ZNF678 ZNF681 ZNF699 ZNF714 ZNF746 ZNF99 MIR16_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR16_5P ABCF3 ABHD2 ABL2 ACOX1 ACSL4 ACTR2 ACVR2A ACVR2B ADAMTS3 ADAMTS6 ADGRL1 ADRB2 AGO1 AGO4 AHCYL2 AK4 AKT3 AMER1 AMMECR1 AMOT AMOTL1 ANKRD46 ANKS1A ANKUB1 ANLN ANO3 ANXA11 APLN AREL1 ARFGAP2 ARHGAP12 ARHGAP20 ARHGAP32 ARHGDIA ARIH1 ARL2 ARL3 ARMCX2 ARMH4 ARPP19 ASH1L ATF6 ATG13 ATG14 ATG9A ATXN1L ATXN2 ATXN7L1 ATXN7L2 ATXN7L3 ATXN7L3B AVL9 AXIN2 BAG4 BCL11B BCL2L2 BMPR1A BTAF1 BTG2 BTRC BZW1 C12orf76 C1QL3 C1orf21 C2orf42 C2orf72 CACNA1E CACNA2D1 CACUL1 CAPRIN1 CAPZA2 CARM1 CASK CASR CBX2 CBX4 CBX6 CC2D1B CCDC6 CCDC83 CCDC88C CCND1 CCND2 CCNE1 CCNJL CCNT1 CD2AP CD3E CD47 CD80 CDC25A CDC27 CDC37L1 CDC42SE2 CDCA4 CDHR1 CDK17 CDK5R1 CDK8 CEP55 CEP85L CFAP45 CHAC1 CHD2 CHEK1 CHIC1 CHPT1 CHUK CLCN4 CLDN12 CLOCK CLUH CMC4 CMPK1 CNOT6L COBLL1 COL12A1 COP1 COPS7B CPD CPEB2 CPEB3 CPSF7 CREBRF CSDE1 CSRNP1 CUX1 CXCR5 CYB561A3 CYP26B1 CYP2S1 DCLK1 DCP1A DDX3X DDX3Y DENND1B DENND2C DENND4A DEPDC4 DESI1 DIXDC1 DLEU7 DLL1 DMPK DMTF1 DNAJA2 DNAJB4 DPY19L4 DRD1 DYNC1LI2 DYRK1B E2F3 EDA EGLN1 ELAC1 ELL ELL2 ELMOD1 ENAH ENSG00000275993 EPB41L4B EPC1 EPHA7 EPHB2 ETNK1 EXOC3L2 EXT2 EYA1 EZH1 FAM110C FAM133B FAM135A FAM81A FAM89A FAM91A1 FASN FBXL20 FBXO21 FBXW7 FERMT2 FGF2 FGF7 FGF9 FGFR1 FLT3 FNTA FOXK1 G0S2 G2E3 GABARAPL1 GALNT13 GALNT7 GAREM1 GATAD2A GCC2 GFAP GGA3 GHR GLS2 GNAT1 GPATCH8 GPN1 GPR63 GRM7 GSTCD HECTD1 HECTD4 HELZ HEPHL1 HERC6 HIGD1A HIPK2 HMBOX1 HMGA1 HOXA10 HSPA4L HSPG2 HTR2A HTR4 IARS1 IFT74 IGF1R IGF2R IHH IKBKB IL7R ILDR2 INSR IPO7 IPPK ISLR ISM2 IVNS1ABP JARID2 JPH3 KANK1 KCNG4 KCNJ2 KCNK10 KCNN4 KCTD8 KDSR KIF1B KIF21A KIF23 KIF3B KIF5B KIF5C KLHL2 KPNA3 KRTAP11-1 KRTAP4-6 LAMC1 LAMP3 LARGE2 LATS1 LDLRAD2 LGR5 LITAF LRIG1 LRIG2 LRP2 LRP6 LRRK1 LRRN3 LSM11 LURAP1L LUZP1 LYPLA2 MAMSTR MAN2A2 MAP2K1 MAP3K13 MAP3K9 MAP7 MASP1 MBNL2 MCU MED26 MEOX2 MEX3C MFN2 MGAT4A MIB1 MIDEAS MIGA1 MKNK1 MKX MNT MOB3B MOB4 MOV10 MTFR1L MTMR3 MYB MYBL1 MYEF2 MYLK MYO5A MYO5B MYRIP N4BP1 NAA25 NAPG NAV1 NCS1 NECTIN1 NF1 NFATC3 NHLRC2 NOB1 NOS1 NR2C2 NRBP1 NRN1 NRP2 NSG1 NSMF NUFIP2 NUP50 OGT OMG OOEP OTX1 P3H2 PABIR2 PAFAH1B1 PAFAH1B2 PAG1 PAPPA PARVA PCDH17 PCDH9 PCMT1 PDE3B PDIA6 PDK4 PDZD8 PEDS1-UBE2V1 PELI2 PEX13 PHF19 PIAS2 PIK3R1 PIP4P1 PIP4P2 PISD PLAG1 PLEKHA1 PLPP1 PLRG1 PLXNA4 PLXNC1 PNPLA6 POU2F1 PPM1A PPM1E PPP1R11 PPP2R1B PPP6R3 PPT2 PRDM4 PRKAR2A PRRC2C PTCH1 PTH PTPN3 PTPN4 PTPRD PTPRR QKI RAB11FIP2 RAB30 RAB9A RAB9B RAD23B RAD50 RARB RASEF RASGEF1B RASSF8 RBBP6 RBM12 RBM24 RBM6 RBPJ RECK RELN RET RETREG2 RFK RFX3 RGMA RICTOR RIF1 RIMKLB RNF10 RNF144B RNF217 ROCK2 RORA RPS6KA3 RPS6KA6 RREB1 RS1 RSBN1 RSPO3 RTN4 RUNDC3B RUNX1T1 SALL1 SALL3 SALL4 SAMD10 SAV1 SCN8A SCOC SEC24A SEH1L SEL1L3 SEMA3A SEMA3D SEMA5B SEMA6D SEPTIN2 SERBP1 SESN1 SESTD1 SETD3 SGK1 SH3GL2 SHOC2 SIK1 SIPA1L2 SIRT4 SKI SLC11A2 SLC12A2 SLC13A3 SLC20A2 SLC25A37 SLC2A14 SLC2A3 SLC35G1 SLC36A1 SLC39A10 SLC4A4 SLC6A11 SLC9A6 SLIT2 SMAD7 SMIM13 SMURF1 SMURF2 SNRPB2 SNTB2 SNX16 SOBP SOCS6 SON SOX6 SPAG7 SPRED1 SPRYD3 SPTBN2 SPTLC1 SREK1 SRPRA SSR1 SSTR3 ST7L ST8SIA3 STK33 STOX2 STRADB STXBP3 STXBP5 SUCO SUMO3 SUZ12 SVIP SYDE2 SYNJ1 SYNRG SYPL1 SYT3 SYT4 TAB3 TARBP2 TBL1XR1 TBP TBPL1 TCAIM TENM2 TFAP2A TFCP2L1 TGFBR3 TGIF2 TLK1 TLL1 TMC7 TMCC1 TMEM100 TMEM135 TMEM154 TMEM178B TMEM183A TMEM199 TMEM245 TMEM268 TMEM74B TNFSF13B TNRC6B TRABD2B TRAM1 TRANK1 TRIM66 TSC22D2 TTC14 TUBA4A UBE2Q1 UBE2V1 UBE4A UBE4B UBFD1 UBN2 UBQLNL UBR3 UNC13A UNC5D UNC80 UROS USP15 USP25 USP3 USP31 USP42 USP44 UTP25 VEGFA VPS33B VPS4A VTI1B WBP11 WEE1 WIPI2 WNK3 WNT3A WNT4 WNT7A WWC1 XPO7 YRDC YTHDC1 YWHAH ZBTB20 ZBTB34 ZBTB39 ZBTB44 ZBTB46 ZC2HC1A ZC3H13 ZCCHC2 ZCCHC3 ZDHHC15 ZFHX3 ZFHX4 ZMAT3 ZMYM2 ZNF367 ZNF449 ZNF548 ZNF622 ZNF691 ZNF704 ZNHIT6 ZNRF2 ZNRF3 ZSCAN31 MIR17_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR17_3P ABHD17C ADAM7 ADAMTS15 AKT3 ALDH1A1 ANKRD50 ARAP2 ARID2 ASTN1 ATAD2B BCL2L11 BCORL1 BRMS1L C2orf69 CASP2 CLASP2 CNOT2 CNOT4 CNTN5 COCH COL12A1 CPEB3 CTNND1 CTR9 DCLK1 DCX DICER1 DNAJC6 DPT EBF1 EIF5B ENPP2 EPHA6 FAM117A FAM168B FAM217B FAM8A1 FAM98A FGF2 FOXP1 FSTL5 G6PC2 GAN GAPVD1 GARIN3 GATAD1 GLIPR1L2 H2BC12 HACD2 HJV IBTK ICE1 IKZF2 KAT7 KCTD9 KIAA0232 KIAA0513 KIF3B KLHL7 LMLN MAML3 MAP1B MAP3K21 MEF2A METTL21C MOCS3 MTCP1 NEUROG1 NFIB NUFIP2 NYAP2 PCSK6 PDE1C PDE7A PLAG1 POLDIP2 PPAT PPP2CA PPP3CA PPP4R3A PTCHD1 RAB11A RAB22A RAB35 RAB8B RAP2A RD3 RDH13 RHOT1 RNF19A ROR1 RREB1 RSPRY1 SETD3 SH3PXD2A SHB SLC35B2 SLC40A1 SMARCE1 SNTG2 SORT1 SOX11 SRSF9 SUCLG2 TAFA1 TANC2 TBC1D19 TBC1D5 TGFBR1 TM2D3 TMEM116 TMEM62 TP53TG3 TP53TG3B TP53TG3C TP53TG3D TRIM59 TSHZ3 TTYH2 UBE2F UBE2G1 UHMK1 USP33 VEZF1 VGLL4 VMP1 WNK3 WSB1 WWTR1 YBX1 ZFP41 ZFR ZNF28 ZNF597 ZNF648 ZNF813 MIR17_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR17_5P AAK1 ABCA1 ABCG4 ABHD2 ABHD5 ABI1 ABL2 ACSL4 ADAM9 ADARB1 AFG1L AGFG1 AGFG2 AGO1 AGTPBP1 AHNAK AKAP11 AKAP13 AKTIP AMER2 ANKFY1 ANKH ANKIB1 ANKRD13C ANKRD17 ANKRD29 ANKRD33B ANKRD50 ANKRD52 ANO6 AP2B1 APCDD1 APP ARHGAP1 ARHGAP12 ARHGAP26 ARHGEF10 ARHGEF11 ARHGEF18 ARHGEF28 ARHGEF3 ARID4A ARID4B ARMC8 ATAD2 ATG14 ATG16L1 ATG2B ATL3 ATP12A ATXN1 ATXN1L ATXN7L1 B3GALT2 BAHD1 BBX BCL11B BCL2L11 BEST3 BHLHE41 BICC1 BICD2 BMPR2 BNC2 BNIP2 BRMS1L BRWD1 BTBD10 BTBD7 BTG3 BTN3A1 C14orf28 C2CD2 C2orf69 C9orf40 CALD1 CAMTA1 CAPN15 CAPRIN2 CC2D1A CCDC71L CCND1 CCNG2 CD274 CD69 CDC23 CDC37L1 CENPQ CEP120 CEP170 CEP97 CERCAM CFL2 CHD5 CHP2 CHRM2 CLIP4 CLOCK CMKLR1 CMPK1 CMTR2 CNOT4 CNOT6 CNOT6L CNOT7 CNRIP1 CORO2B CREB1 CREB5 CROT CRY2 CRYBG3 CSRNP3 CTSA CTSK CXCL6 CYBRD1 DAB2 DCBLD2 DCUN1D1 DDHD1 DDX5 DENND10 DENND5B DERL2 DNAJB9 DNAJC16 DNAJC27 DNAL1 DOCK4 DPYSL2 DPYSL5 DRD1 DUSP2 DUSP8 DYNC1LI2 E2F1 E2F5 EEIG1 EFCAB14 EGLN3 EGR2 EIF4A2 EIF5A2 ELK3 ELK4 EMSY ENPP5 ENTPD4 ENTREP2 EPHA4 EPHA5 EPHA7 EPS15L1 ERAP1 ERC1 EREG ETV1 EZH1 F3 FAM117B FAM13A FAM13C FAM199X FAM210A FAM219B FAT2 FAT4 FBXL3 FBXL5 FBXO21 FBXO31 FBXO48 FCHO2 FEM1C FGD4 FGD5 FJX1 FLT1 FNBP1L FNDC3B FOXJ3 FOXK2 FRMD6 FRS2 FSD1L FYCO1 FZD3 GAB1 GABBR2 GLIS3 GNB5 GNPDA2 GNS GOLGA1 GOSR1 GPATCH2 GPR137B GPR137C GPR6 GPR63 GRAMD1A GUCY1A1 GXYLT1 HAS2 HAUS8 HBP1 HECTD2 HEG1 HIF1A HLF HPS5 HS3ST5 HSPA8 HTR2A HYCC2 IGSF10 IL1RAP IL6ST IQSEC2 IRF1 IRF9 ISM2 ITGA4 ITGB8 ITPRIPL2 JPT1 KAT2B KATNAL1 KCNB1 KCNJ10 KCNK10 KIAA0513 KIAA1191 KIF23 KIF26B KIF3B KLF11 KLF9 KLHL15 KLHL2 KLHL28 KMT2A KMT2B KMT5B KPNA2 L3MBTL3 LAMA3 LAPTM4A LASP1 LCOR LDLR LDLRAP1 LHX6 LIMA1 LIMK1 LMO3 LPGAT1 LRCH1 LRIG1 LRP8 LRPAP1 LRRC55 LYPD6 LYST LZIC MAGI3 MAP10 MAP3K14 MAP3K2 MAP3K8 MAP3K9 MAP7 MAPK1 MAPK4 MAPK8 MAPRE3 MARCHF8 MASTL MCF2L MCL1 MED12L MEX3D MFAP3L MFN2 MFSD8 MIDN MINK1 MKNK2 MKRN1 MMP24 MOSMO MTF1 MTMR3 MYLIP MYNN MYO5B MYT1L NAA30 NABP1 NACC2 NAGK NANOS1 NAPEPLD NBEA NCKAP5 NCOA3 NDEL1 NEDD4L NEUROG1 NFAT5 NFIB NFIC NHLRC3 NIBAN1 NIN NIPA1 NKIRAS1 NPAS2 NPAT NPLOC4 NR2C1 NR2C2 NRIP3 NTN4 NTNG1 NUP35 OCRL OLFM3 ORMDL3 OSM OSR1 OSTM1 OTUD4 OXR1 P2RX4 PAG1 PAK5 PANX2 PAPOLA PAPOLB PARD6B PBX3 PCDH15 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHAC1 PCDHAC2 PDCD1LG2 PDE3B PDGFRA PDLIM5 PEX5L PFKFB3 PFKP PGBD5 PGM2L1 PHC3 PHIP PIK3R1 PITPNA PKD1 PKD2 PLAG1 PLAGL2 PLEKHA3 PLXDC2 PLXNA1 PPP1R15B PPP1R21 PPP1R3B PPP3R1 PPP6C PRCP PRDM6 PRR14L PRR15 PRR16 PRRG1 PSD PSG3 PTGDR PTHLH PTPDC1 PTPN21 PTPN3 PTPN4 PTPRD PURB PXK PXYLP1 RAB10 RAB11FIP1 RAB11FIP5 RAB22A RAB30 RAB5B RAB8B RACGAP1 RAP2C RAPGEFL1 RAPH1 RASD1 RASGRF2 RASL11B RB1CC1 RBBP7 RBL1 RBL2 RBM12B RCCD1 REEP3 REPS2 REST RETREG2 RETREG3 REV3L RGL1 RGMA RGMB RHOC RLIM RNASEH2B RNF128 RNF6 RNH1 ROCK2 RORA RORC RPS6KA4 RPS6KA5 RPS6KA6 RRAGD RRAS2 RRM2 RSRP1 RUFY2 RUNX3 S1PR1 SACS SALL1 SALL3 SAMD12 SAR1B SCAMP2 SCAMP5 SCN1A SCN2B SEMA4B SEMA7A SEPTIN2 SERF1A SERF1B SERP1 SERTAD2 SESN3 SFMBT1 SGMS1 SGTB SH3BP5 SH3PXD2A SIKE1 SLAIN2 SLC16A6 SLC16A9 SLC17A7 SLC22A23 SLC24A2 SLC33A1 SLC40A1 SLC46A3 SLC49A4 SLC4A4 SLC4A8 SLITRK3 SLMAP SMAD4 SMAD5 SMOC1 SMOC2 SNTB2 SNX16 SNX8 SOS1 SOX4 SPOPL SPRED1 SQSTM1 SRCIN1 SRGAP1 SRPK2 SSH1 SSH2 SSX2IP ST3GAL1 ST6GALNAC6 STAT3 STK11 STK17B STK38 STRIP2 STXBP5 STYX SUCO SUSD6 SYTL4 TAFA1 TAGAP TANC1 TAOK1 TAOK3 TBC1D20 TBC1D8B TBC1D9 TENM1 TET1 TET3 TFAM TGFB1I1 TGFBR2 TGM2 THRA TIAM1 TM2D2 TMBIM6 TMEM100 TMEM127 TMEM138 TMEM167A TMEM168 TMEM265 TMEM64 TMX3 TNFAIP1 TNFRSF21 TNKS1BP1 TNKS2 TOPORS TP73 TPRG1L TRAPPC14 TRDN TRIM3 TRIM36 TRIM37 TRIP10 TRIP11 TRPV6 TSG101 TSPAN9 TXNIP U2SURP UBE2Q2 UBE3C UBXN2A UEVLD ULK1 UNC80 UNK UNKL URI1 USP24 USP28 USP3 USP31 USP32 USP46 USP6 UXS1 VANGL1 VASH2 VLDLR VSX1 WDFY2 WDFY3 WDR37 WEE1 WFS1 WNK3 XRN1 YOD1 ZBTB18 ZBTB20 ZBTB21 ZBTB33 ZBTB4 ZBTB41 ZBTB7A ZBTB8A ZBTB9 ZC3H12C ZDHHC1 ZDHHC9 ZFAND4 ZFP91 ZFPM2 ZFYVE26 ZFYVE9 ZHX2 ZNF148 ZNF202 ZNF236 ZNF25 ZNF264 ZNF280B ZNF367 ZNF512B ZNF597 ZNF652 ZNF704 ZNF800 ZNF827 ZNFX1 ZSCAN20 ZXDA MIR181A_2_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR181A_2_3P ACVR2B ADIPOR2 ALG14 ANTXR2 ANXA6 ARID2 ARID4A ATXN2 BASP1 BDP1 BLOC1S5 BMAL2 C11orf58 C17orf75 C2orf69 C4orf36 CAMTA1 CBR4 CCNC CEBPZ CNOT6 COL25A1 CRK CUL4B DAZ1 DAZ2 DAZ3 DAZ4 DAZL DGKG DISC1 EEF1A1 EXOSC1 FAM227B FBXO48 FCHO2 FLI1 GARS1 GNG4 GPATCH2L GPM6B GRIA1 HEG1 HTR2C IGF1R ILF3 KATNAL1 KDM7A KLHL15 KLHL3 KPNA6 KRAS LAMTOR3 LY75 MANBA MAPK8 MBNL1 METTL8 MMD MZT1 NAMPT NAP1L1 NETO2 NIPBL NPR3 NRAS NRP1 OGFOD1 OSTC PABIR1 PCNX1 PDE4DIP PELI2 PGAM1 PHIP PIK3C2A PLAC8L1 PLLP PPP1R10 PPP3R1 PPP4R2 PRDM6 PTGES2 QSOX2 RAB9B RNF121 RNF135 RNF32 RRAGD SALL1 SCLY SEL1L SLC11A2 SLC9A5 SLX4IP SORBS1 SOX6 STEAP2 STING1 STXBP1 SULF1 SYT1 TBC1D12 TBC1D5 TFAP2D TTC7B UBLCP1 WDR38 WIPI2 ZBTB20 ZBTB41 ZFX ZNF695 ZNF827 ZPBP MIR181A_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR181A_3P AGK BTC MAP3K5 NPAS4 RGS3 SHQ1 TNRC6C MIR181A_5P_MIR181B_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR181A_5P_MIR181B_5P AASDHPPT ABHD18 ABTB2 ACAP2 ACER3 ACSL4 ACVR2A ACVR2B ADAM11 ADAMTS18 ADAMTS5 ADAMTS6 ADARB1 ADCY1 ADCY9 ADGRB3 ADO ADRA1A AFG3L2 AGFG1 AGO4 AHCTF1 AK9 AKAP6 AKIRIN1 AKIRIN2 AKT3 AMER2 ANKRD13C ANKRD44 ANO1 AP1AR AP1G1 AP1S3 APBA1 APOO ARF6 ARHGEF3 ARL5A ARMC8 ARMH4 ARSJ ASAH2B ASPH ASTN1 ATM ATMIN ATP1B1 ATP2A2 ATP2B1 ATP2B2 ATP2B3 ATP8B2 ATXN1 ATXN3 ATXN7 B4GALT1 BAG4 BAZ2B BCL2 BCL2L11 BCLAF1 BEND3 BHLHE40 BIRC6 BLOC1S6 BMP2K BOLL BRAP BRD1 BRWD1 BTBD3 C14orf28 C1orf109 C2CD5 C2orf69 CA8 CALCR CALM1 CARM1 CBFA2T3 CBLB CBX7 CCL8 CCNDBP1 CCNJ CCNK CCP110 CD69 CDC40 CDC5L CDC73 CDH8 CDK17 CDKN3 CDON CDYL CECR2 CEP97 CFAP161 CHD1 CHIC1 CHMP1B CHMP2B CLASP1 CLIP1 CLVS1 CNKSR2 CNKSR3 CNOT2 CNTN4 COX15 CPD CPEB4 CPNE2 CPOX CPSF6 CREB1 CREBRF CRIM1 CTDSPL CTTNBP2NL CXCL9 DARS1 DCBLD2 DCLK1 DCN DDX3X DEK DEPTOR DERL1 DISC1 DLG2 DMXL2 DNAJA4 DNAJC13 DNAJC3 DOCK4 DUSP6 DYNC2H1 E2F5 E2F7 EN1 ENAH ENTPD6 EPC2 EPHA4 ESM1 ESR1 ETFBKMT ETNK1 ETS1 ETV6 EXOC5 EYA3 EYS FAM135A FAM3C FBXO33 FBXO34 FGD4 FHIP1A FIGN FKBP1A FNDC3A FNDC3B FNIP2 FOXP1 FSBP FSD1L FUT9 G3BP2 GABRA1 GATA6 GCC2 GHITM GIGYF1 GLS GOLGA1 GOLGA6L4 GOLGA8H GOLGA8J GOLGA8M GOLGA8N GOLGA8Q GOLGA8R GOLGA8T GOT2 GPBP1 GPD1L GPD2 GPR137C GPRIN3 GRB10 GRIK2 GRM5 GSE1 GSKIP GTSE1 HAO1 HCN2 HEATR3 HECA HEY2 HIC2 HIPK3 HMBS HOXA1 HOXA11 HOXC8 HOXD1 HRH1 HSP90B1 HYCC2 IGDCC3 IGF2BP2 IKZF5 IL1A IL2 INO80D IPMK IPO7 IPO8 IQCJ-SCHIP1 IRS2 ITGA3 JADE2 JARID2 KANK1 KAT2B KATNBL1 KCNA1 KCNH1 KCNJ10 KCNQ5 KDM5A KIAA1549L KIF1B KIF3A KIF3B KLF15 KLF6 KLHL2 KLHL29 KLHL42 KLHL5 KMT2A KMT2C KPNA1 KPNB1 KRBOX4 LAMA1 LARP4 LATS1 LCLAT1 LCTL LEMD3 LGALSL LIG4 LIMCH1 LIN28A LIN28B LMO1 LNPK LOX LPCAT1 LPCAT2 LRBA LRRC8D LRRN1 LYRM1 MAMDC2 MAN2A1 MAP2K1 MAP3K3 MAPK1IP1L MARK1 MB21D2 MBNL2 MBOAT2 MBTPS2 MCC MED26 MEGF9 MFSD6 MGAT2 MICU3 MIDEAS MIER3 MLXIP MORC3 MS4A1 MSANTD3-TMEFF1 MTF2 MTPN MTURN MTX3 MUC22 MUC7 MYBL1 MYCBP2 MYO1E N4BP2 NAA50 NAALADL2 NAB1 NAP1L1 NCALD NCOA2 NEK7 NELFA NEXMIF NIPAL4 NIPBL NKAIN2 NLK NLN NMBR NOTCH2 NOTCH4 NOVA1 NPEPPS NR1D2 NR2C2 NR4A3 NR6A1 NRXN1 NSUN7 NUCKS1 NUS1 NWD2 OGFRL1 ONECUT2 OOSP2 OSBPL2 OSBPL3 OSBPL8 OTOGL OTUD4 OXGR1 PABIR2 PAFAH1B2 PAK5 PALS1 PAM PAPOLG PARM1 PARP11 PAWR PAX5 PAX9 PBX3 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 PCSK1 PDAP1 PDE3A PDE5A PDGFRA PEAK1 PER3 PHACTR4 PHF20L1 PHF3 PHIP PHLDA1 PHTF2 PI4K2B PIAS1 PITPNB PKNOX2 PLAG1 PLAU PLCL2 PLEKHJ1 PNISR PNMA2 PNRC2 POLQ POU2F1 PPFIA1 PPIP5K2 PPP2R3A PPP3R1 PRDM4 PRKCD PRLR PROX1 PRR27 PRRC2C PRTG PSG11 PSPC1 PTBP3 PTPDC1 PTPN22 PTPN4 QKI QSER1 RAB30 RAB3C RAB3GAP1 RAB3IP RAB8B RAD21 RAD54B RAI1 RALGAPB RASSF1 RASSF2 RASSF8 RBBP7 RECK REPS2 RFC1 RIMKLB RIOX2 RLF RLIM RNF169 RNF182 RNF217 RNF34 RORA RPS6KA3 RPS6KB1 RYR3 S1PR1 SACM1L SALL4 SAMHD1 SCD SEC24A SEC24C SELENOT SEMA4G SERTAD2 SESN3 SH2B3 SIK3 SIN3B SIPA1L2 SIX4 SLAIN2 SLC10A7 SLC12A5 SLC25A36 SLC25A37 SLC2A3 SLC35E1 SLC35F3 SLC38A11 SLC4A10 SLC4A8 SLC5A9 SLC7A11 SLITRK1 SMAP1 SOWAHA SPECC1L SPIRE1 SPP1 SPRY4 SRGAP2 SRSF7 SS18L1 SSB SSX2IP ST6GALNAC5 ST8SIA4 STARD4 STXBP5 SYNPR SYT16 TAB2 TAB3 TADA2B TAFA2 TAOK1 TBC1D1 TBC1D14 TBC1D4 TBCEL TBPL1 TCERG1 TCF7L2 TCFL5 TENT4B TESMIN TGFBR1 TGFBRAP1 THRB TM9SF4 TMED4 TMEFF1 TMEM131 TMEM144 TMEM165 TMEM64 TMEM87B TMEM94 TMF1 TMLHE TNF TNFAIP1 TNFRSF11B TNFSF4 TNPO1 TNRC6B TNS1 TOGARAM1 TOM1L1 TPRX1 TRAK1 TRDMT1 TRDN TREML4 TRIM2 TRIM71 TTC39B TXNDC12 UBE2B UBE2D1 UBE2D3 UBE3C UBL3 UBP1 UNC5D UNC80 USP33 USP42 VPS41 WDR82 WNK1 WSB1 XPO7 YLPM1 YTHDC2 YTHDF3 ZBTB2 ZBTB4 ZBTB43 ZDHHC17 ZDHHC3 ZDHHC7 ZEB2 ZFAND4 ZFAND6 ZFP1 ZFP14 ZFP36L1 ZFP36L2 ZFP62 ZFP90 ZIC2 ZIC3 ZNF121 ZNF124 ZNF140 ZNF189 ZNF266 ZNF268 ZNF302 ZNF37A ZNF426 ZNF439 ZNF440 ZNF468 ZNF479 ZNF527 ZNF544 ZNF559 ZNF563 ZNF584 ZNF586 ZNF594 ZNF597 ZNF700 ZNF704 ZNF773 ZNF780A ZNF780B ZNF781 ZNF800 ZNF823 ZNF844 ZNRF2 MIR181B_2_3P_MIR181B_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR181B_2_3P_MIR181B_3P ABI1 ACO1 ADCY6 AEBP2 AGPAT5 ANKRD42 ANKRD44 ANXA4 APH1B ARHGAP42 ARHGAP5 ARID1A ARID1B ARIH1 ARL5B ARPC5 ASB15 ASPH ASZ1 ATAD1 ATRX ATXN7L1 AUNIP BMAL2 BOD1L1 CALCR CCDC96 CCN1 CCSER1 CD3G CDC42BPA CDH20 CEP135 CEP350 CHIC1 CKS2 CLTA CMPK1 CNKSR2 COL7A1 CPED1 CPOX CSDE1 CTXN2 CYP19A1 CYSTM1 DDX3X DDX3Y DENND1B DKC1 DNAAF9 DNAJC18 DNAJC21 DR1 DTNA DUSP16 E2F5 E2F6 EBPL EIF1AX EIF3A EIF4E ELMOD2 EXOC5 F2R FAM104A FAM135A FAM20C FAM217A FBXW11 FGFR2 G3BP2 GNA13 GORAB GPT2 GRAMD1C GRM5 GUCY1A2 GUF1 HECW2 HMCN1 IGSF22 IKZF2 ILF3 ITGB1BP1 KCNAB1 KIF5B KLF12 KMT2C KPNA1 KRT85 LACC1 LINC02694 MAMDC2 MAP1B MAP9 MAPRE1 MATR3 MBNL3 MCCC2 MECOM MED12L MED13 MED27 METTL4 MEX3B MOB1B MRPS7 MTCL1 MTMR3 MYH10 NAV3 NCBP2 NECAB1 NEGR1 NETO1 NKAIN2 NPM1 NR2F2 NR3C1 ODAD2 ONECUT2 OSBPL8 OSCP1 OTULINL PCDH19 PCMTD1 PEAR1 PLCXD3 PLXNA4 POLR2M POU2F1 PPM1B PPM1E PPP4R3B PRXL2C PTGER2 PTGS1 PTP4A2 PTPRG PURA RAB28 RAP2C RER1 RIMKLA RIMKLB RNF152 RNPC3 RO60 ROR1 RPL7L1 RYK SCML2 SCN3B SEL1L SEMA3C SKIDA1 SLC1A2 SLC30A8 SMARCC1 SMCO4 SMIM10L1 SMURF1 SNTG1 SNX30 SOWAHB SP4 SPTBN1 SPTSSB STK17A TAF5L TAOK3 TASP1 TBC1D9 TBCA TCF7L2 THNSL1 THRB TIPARP TM9SF3 TMCC3 TMEM170B TMEM26 TNRC6B TRA2A TRIM23 TRPC6 TSC1 TTC39C TUSC3 TUT7 UBQLN2 UFM1 UNC5D UPF3A USP46 VSNL1 WBP11 WDSUB1 XBP1 XPNPEP1 XRCC5 YWHAG ZBTB20 ZDHHC17 ZHX1 ZIC3 ZMYM6 ZNF275 ZNF280D ZNF37A ZNF544 ZNF804A ZNF827 ZNRF1 MIR181C_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR181C_3P CADM2 CD69 G3BP2 IRS1 NHEJ1 PABIR2 PARD3 SRP19 STK24 UBE2E2 ZFHX4 ZFP14 MIR181C_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR181C_5P AASDHPPT ABHD18 ABTB2 ACAP2 ACER3 ACSL4 ACVR2A ACVR2B ADAM11 ADAMTS18 ADAMTS5 ADAMTS6 ADARB1 ADCY1 ADCY9 ADGRB3 ADO ADRA1A AFG3L2 AGFG1 AGO4 AHCTF1 AK9 AKAP6 AKIRIN1 AKIRIN2 AKT3 AMER2 ANKRD13C ANKRD44 ANO1 AP1AR AP1G1 AP1S3 APBA1 APOO ARF6 ARHGEF3 ARL5A ARMC8 ARMH4 ARSJ ASAH2B ASPH ASTN1 ATM ATMIN ATP1B1 ATP2A2 ATP2B1 ATP2B2 ATP2B3 ATP8B2 ATXN1 ATXN3 ATXN7 B4GALT1 BAG4 BAZ2B BCL2 BCL2L11 BCLAF1 BEND3 BHLHE40 BIRC6 BLOC1S6 BMP2K BOLL BRAP BRD1 BRWD1 BTBD3 C14orf28 C1orf109 C2CD5 C2orf69 CA8 CALCR CALM1 CARM1 CBFA2T3 CBLB CBX7 CCL8 CCNDBP1 CCNJ CCNK CCP110 CD69 CDC40 CDC5L CDC73 CDH8 CDK17 CDKN3 CDON CDYL CECR2 CEP97 CFAP161 CHD1 CHIC1 CHMP1B CHMP2B CLASP1 CLIP1 CLVS1 CNKSR2 CNKSR3 CNOT2 CNTN4 COX15 CPD CPEB4 CPNE2 CPOX CPSF6 CREB1 CREBRF CRIM1 CTDSPL CTTNBP2NL CXCL9 DARS1 DCBLD2 DCLK1 DCN DDX3X DEK DEPTOR DERL1 DISC1 DLG2 DMXL2 DNAJA4 DNAJC13 DNAJC3 DOCK4 DUSP6 DYNC2H1 E2F5 E2F7 EN1 ENAH ENTPD6 EPC2 EPHA4 ESM1 ESR1 ETFBKMT ETNK1 ETS1 ETV6 EXOC5 EYA3 EYS FAM135A FAM3C FBXO33 FBXO34 FGD4 FHIP1A FIGN FKBP1A FNDC3A FNDC3B FNIP2 FOXP1 FSBP FSD1L FUT9 G3BP2 GABRA1 GATA6 GCC2 GHITM GIGYF1 GLS GOLGA1 GOLGA6L4 GOLGA8H GOLGA8J GOLGA8M GOLGA8N GOLGA8Q GOLGA8R GOLGA8T GOT2 GPBP1 GPD1L GPD2 GPR137C GPRIN3 GRB10 GRIK2 GRM5 GSE1 GSKIP GTSE1 HAO1 HCN2 HEATR3 HECA HEY2 HIC2 HIPK3 HMBS HOXA1 HOXA11 HOXC8 HOXD1 HRH1 HSP90B1 HYCC2 IGDCC3 IGF2BP2 IKZF5 IL1A IL2 INO80D IPMK IPO7 IPO8 IQCJ-SCHIP1 IRS2 ITGA3 JADE2 JARID2 KANK1 KAT2B KATNBL1 KCNA1 KCNH1 KCNJ10 KCNQ5 KDM5A KIAA1549L KIF1B KIF3A KIF3B KLF15 KLF6 KLHL2 KLHL29 KLHL42 KLHL5 KMT2A KMT2C KPNA1 KPNB1 KRBOX4 LAMA1 LARP4 LATS1 LCLAT1 LCTL LEMD3 LGALSL LIG4 LIMCH1 LIN28A LIN28B LMO1 LNPK LOX LPCAT1 LPCAT2 LRBA LRRC8D LRRN1 LYRM1 MAMDC2 MAN2A1 MAP2K1 MAP3K3 MAPK1IP1L MARK1 MB21D2 MBNL2 MBOAT2 MBTPS2 MCC MED26 MEGF9 MFSD6 MGAT2 MICU3 MIDEAS MIER3 MLXIP MORC3 MS4A1 MSANTD3-TMEFF1 MTF2 MTPN MTURN MTX3 MUC22 MUC7 MYBL1 MYCBP2 MYO1E N4BP2 NAA50 NAALADL2 NAB1 NAP1L1 NCALD NCOA2 NEK7 NELFA NEXMIF NIPAL4 NIPBL NKAIN2 NLK NLN NMBR NOTCH2 NOTCH4 NOVA1 NPEPPS NR1D2 NR2C2 NR4A3 NR6A1 NRXN1 NSUN7 NUCKS1 NUS1 NWD2 OGFRL1 ONECUT2 OOSP2 OSBPL2 OSBPL3 OSBPL8 OTOGL OTUD4 OXGR1 PABIR2 PAFAH1B2 PAK5 PALS1 PAM PAPOLG PARM1 PARP11 PAWR PAX5 PAX9 PBX3 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 PCSK1 PDAP1 PDE3A PDE5A PDGFRA PEAK1 PER3 PHACTR4 PHF20L1 PHF3 PHIP PHLDA1 PHTF2 PI4K2B PIAS1 PITPNB PKNOX2 PLAG1 PLAU PLCL2 PLEKHJ1 PNISR PNMA2 PNRC2 POLQ POU2F1 PPFIA1 PPIP5K2 PPP2R3A PPP3R1 PRDM4 PRKAG2 PRKCD PRLR PROX1 PRR27 PRRC2C PRTG PSG11 PSPC1 PTBP3 PTPDC1 PTPN22 PTPN4 QKI QSER1 RAB30 RAB3C RAB3GAP1 RAB3IP RAB8B RAD21 RAD54B RAI1 RALGAPB RASSF1 RASSF2 RASSF8 RBBP7 RECK REPS2 RFC1 RIMKLB RIOX2 RLF RLIM RNF169 RNF182 RNF217 RNF34 RORA RPS6KA3 RPS6KB1 RYR3 S1PR1 SACM1L SALL4 SAMHD1 SCD SEC24A SEC24C SELENOT SEMA4G SERTAD2 SESN3 SH2B3 SIK3 SIN3B SIPA1L2 SIX4 SLAIN2 SLC10A7 SLC12A5 SLC25A36 SLC25A37 SLC2A3 SLC35E1 SLC35F3 SLC38A11 SLC4A10 SLC4A8 SLC5A9 SLC7A11 SLITRK1 SMAP1 SOWAHA SPECC1L SPIRE1 SPP1 SPRY4 SRGAP2 SRSF7 SS18L1 SSB SSX2IP ST6GALNAC5 ST8SIA4 STARD4 STXBP5 SYNPR SYT16 TAB2 TAB3 TADA2B TAFA2 TAOK1 TBC1D1 TBC1D14 TBC1D4 TBCEL TBPL1 TCERG1 TCF7L2 TCFL5 TENT4B TESMIN TGFBR1 TGFBRAP1 THRB TM9SF4 TMED4 TMEFF1 TMEM131 TMEM144 TMEM165 TMEM64 TMEM87B TMEM94 TMF1 TMLHE TNF TNFAIP1 TNFRSF11B TNFSF4 TNPO1 TNRC6B TNS1 TOGARAM1 TOM1L1 TPRX1 TRAK1 TRDMT1 TRDN TREML4 TRIM2 TRIM71 TTC39B TXNDC12 UBE2B UBE2D1 UBE2D3 UBE3C UBL3 UBP1 UNC5D UNC80 USP33 USP42 VPS41 WDR82 WNK1 WSB1 XPO7 YLPM1 YTHDC2 YTHDF3 ZBTB2 ZBTB4 ZBTB43 ZDHHC17 ZDHHC3 ZDHHC7 ZEB2 ZFAND4 ZFAND6 ZFP1 ZFP14 ZFP36L1 ZFP36L2 ZFP62 ZFP90 ZIC2 ZIC3 ZNF121 ZNF124 ZNF140 ZNF189 ZNF266 ZNF268 ZNF302 ZNF37A ZNF426 ZNF439 ZNF440 ZNF468 ZNF479 ZNF527 ZNF544 ZNF559 ZNF563 ZNF584 ZNF586 ZNF594 ZNF597 ZNF700 ZNF704 ZNF773 ZNF780A ZNF780B ZNF781 ZNF800 ZNF823 ZNF844 ZNRF2 MIR181D_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR181D_5P AASDHPPT ABHD18 ABTB2 ACAP2 ACER3 ACSL4 ACVR2A ACVR2B ADAM11 ADAMTS18 ADAMTS5 ADAMTS6 ADARB1 ADCY1 ADCY9 ADGRB3 ADO ADRA1A AFG3L2 AGFG1 AGO4 AHCTF1 AK9 AKAP6 AKIRIN1 AKIRIN2 AKT3 AMER2 ANKRD13C ANKRD44 ANO1 AP1AR AP1G1 AP1S3 APBA1 APOO ARF6 ARHGEF3 ARL5A ARMC8 ARMH4 ARSJ ASAH2B ASPH ASTN1 ATM ATMIN ATP1B1 ATP2A2 ATP2B1 ATP2B2 ATP2B3 ATP8B2 ATXN1 ATXN3 ATXN7 B4GALT1 BAG4 BAZ2B BCL2 BCL2L11 BCLAF1 BEND3 BHLHE40 BIRC6 BLOC1S6 BMP2K BOLL BRAP BRD1 BRWD1 BTBD3 C14orf28 C1orf109 C2CD5 C2orf69 CA8 CALCR CALM1 CARM1 CBFA2T3 CBLB CBX7 CCL8 CCNDBP1 CCNJ CCNK CCP110 CD69 CDC40 CDC5L CDC73 CDH8 CDK17 CDKN3 CDON CDYL CECR2 CEP97 CFAP161 CHD1 CHIC1 CHMP1B CHMP2B CLASP1 CLIP1 CLVS1 CNKSR2 CNKSR3 CNOT2 CNTN4 COX15 CPD CPEB4 CPNE2 CPOX CPSF6 CREB1 CREBRF CRIM1 CTDSPL CTTNBP2NL CXCL9 DARS1 DCBLD2 DCLK1 DCN DDX3X DEK DEPTOR DERL1 DISC1 DLG2 DMXL2 DNAJA4 DNAJC13 DNAJC3 DOCK4 DUSP6 DYNC2H1 E2F5 E2F7 EN1 ENAH ENTPD6 EPC2 EPHA4 ESM1 ESR1 ETFBKMT ETNK1 ETS1 ETV6 EXOC5 EYA3 EYS FAM135A FAM3C FBXO33 FBXO34 FGD4 FHIP1A FIGN FKBP1A FNDC3A FNDC3B FNIP2 FOXP1 FSBP FSD1L FUT9 G3BP2 GABRA1 GATA6 GCC2 GHITM GIGYF1 GLS GOLGA1 GOLGA6L4 GOLGA8H GOLGA8J GOLGA8M GOLGA8N GOLGA8Q GOLGA8R GOLGA8T GOT2 GPBP1 GPD1L GPD2 GPR137C GPRIN3 GRB10 GRIK2 GRM5 GSE1 GSKIP GTSE1 HAO1 HCN2 HEATR3 HECA HEY2 HIC2 HIPK3 HMBS HOXA1 HOXA11 HOXC8 HOXD1 HRH1 HSP90B1 HYCC2 IGDCC3 IGF2BP2 IKZF5 IL1A IL2 INO80D IPMK IPO7 IPO8 IQCJ-SCHIP1 IRS2 ITGA3 JADE2 JARID2 KANK1 KAT2B KATNBL1 KCNA1 KCNH1 KCNJ10 KCNQ5 KDM5A KIAA1549L KIF1B KIF3A KIF3B KLF15 KLF6 KLHL2 KLHL29 KLHL42 KLHL5 KMT2A KMT2C KPNA1 KPNB1 KRBOX4 LAMA1 LARP4 LATS1 LCLAT1 LCTL LEMD3 LGALSL LIG4 LIMCH1 LIN28A LIN28B LMO1 LNPK LOX LPCAT1 LPCAT2 LRBA LRRC8D LRRN1 LYRM1 MAMDC2 MAN2A1 MAP2K1 MAP3K3 MAPK1IP1L MARK1 MB21D2 MBNL2 MBOAT2 MBTPS2 MCC MED26 MEGF9 MFSD6 MGAT2 MICU3 MIDEAS MIER3 MLXIP MORC3 MS4A1 MSANTD3-TMEFF1 MTF2 MTPN MTURN MTX3 MUC22 MUC7 MYBL1 MYCBP2 MYO1E N4BP2 NAA50 NAALADL2 NAB1 NAP1L1 NCALD NCOA2 NEK7 NELFA NEXMIF NIPAL4 NIPBL NKAIN2 NLK NLN NMBR NOTCH2 NOTCH4 NOVA1 NPEPPS NR1D2 NR2C2 NR4A3 NR6A1 NRXN1 NSUN7 NUCKS1 NUS1 NWD2 OGFRL1 ONECUT2 OOSP2 OSBPL2 OSBPL3 OSBPL8 OTOGL OTUD4 OXGR1 PABIR2 PAFAH1B2 PAK5 PALS1 PAM PAPOLG PARM1 PARP11 PAWR PAX5 PAX9 PBX3 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 PCSK1 PDAP1 PDE3A PDE5A PDGFRA PEAK1 PER3 PHF20L1 PHF3 PHIP PHLDA1 PHTF2 PI4K2B PIAS1 PITPNB PKNOX2 PLAG1 PLAU PLCL2 PLEKHJ1 PNISR PNMA2 PNRC2 POLQ POU2F1 PPFIA1 PPIP5K2 PPP2R3A PPP3R1 PRDM4 PRKCD PRLR PROX1 PRR27 PRRC2C PRTG PSG11 PSPC1 PTBP3 PTPDC1 PTPN22 PTPN4 QKI QSER1 RAB30 RAB3C RAB3GAP1 RAB3IP RAB8B RAD21 RAD54B RAI1 RALGAPB RASSF1 RASSF2 RASSF8 RBBP7 RECK REPS2 RFC1 RIMKLB RIOX2 RLF RLIM RNF169 RNF182 RNF217 RNF34 RORA RPS6KA3 RPS6KB1 RYR3 S1PR1 SACM1L SALL4 SAMHD1 SCD SEC24A SEC24C SELENOT SEMA4G SERTAD2 SESN3 SH2B3 SIK3 SIN3B SIPA1L2 SIX4 SLAIN2 SLC10A7 SLC12A5 SLC25A36 SLC25A37 SLC2A3 SLC35E1 SLC35F3 SLC38A11 SLC4A10 SLC4A8 SLC5A9 SLC7A11 SLITRK1 SMAP1 SOWAHA SPECC1L SPIRE1 SPP1 SPRY4 SRGAP2 SRSF7 SS18L1 SSB SSX2IP ST6GALNAC5 ST8SIA4 STARD4 STXBP5 SYNPR SYT16 TAB2 TAB3 TADA2B TAFA2 TAOK1 TBC1D1 TBC1D14 TBC1D4 TBCEL TBPL1 TCERG1 TCF7L2 TCFL5 TENT4B TESMIN TGFBR1 TGFBRAP1 THRB TM9SF4 TMED4 TMEFF1 TMEM131 TMEM144 TMEM165 TMEM64 TMEM87B TMEM94 TMF1 TMLHE TNF TNFAIP1 TNFRSF11B TNFSF4 TNPO1 TNRC6B TNS1 TOGARAM1 TOM1L1 TPRX1 TRAK1 TRDMT1 TRDN TREML4 TRIM2 TRIM71 TTC39B TXNDC12 UBE2B UBE2D1 UBE2D3 UBE3C UBL3 UBP1 UNC5D UNC80 USP33 USP42 VPS41 WDR82 WNK1 WSB1 XPO7 YLPM1 YTHDC2 YTHDF3 ZBTB2 ZBTB4 ZBTB43 ZDHHC17 ZDHHC3 ZDHHC7 ZEB2 ZFAND4 ZFAND6 ZFP1 ZFP14 ZFP36L1 ZFP36L2 ZFP62 ZFP90 ZIC2 ZIC3 ZNF121 ZNF124 ZNF140 ZNF189 ZNF266 ZNF268 ZNF302 ZNF37A ZNF426 ZNF439 ZNF440 ZNF468 ZNF479 ZNF527 ZNF544 ZNF559 ZNF563 ZNF584 ZNF586 ZNF594 ZNF597 ZNF700 ZNF704 ZNF773 ZNF780A ZNF780B ZNF781 ZNF800 ZNF823 ZNF844 ZNRF2 MIR1825 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1825 ABCA1 ACACA ACTG1 ADGRA2 AGAP1 AGO1 AGO4 AQP11 ARHGAP12 ARHGAP21 ARHGEF5 ARL4A ARMT1 ARPP19 ATG14 ATG4D ATP1A2 ATP2B4 BBOF1 BCL7A BEND6 C5orf24 CACNB2 CCDC88C CELSR1 CEP350 CEP63 CHD7 CHRFAM7A CLCN3 CNOT6 COL5A3 CPZ CREB3L2 CRIM1 DDR1 DHX58 DPPA4 DYNLL2 ENTREP3 EPS15 ERLIN1 ETS1 FAM20A FLRT3 FUT9 FZD4 GCFC2 GCNT2 GPATCH8 GPCPD1 GPRC5A HHIP HSPA12A INO80D IPO7 IPO8 ITCH ITGA3 JPH3 KIT KMT2E LDOC1 LIN7C LRAT LSM14A MACIR MBNL3 MDGA2 MED12 MITF MRPS11 MYOZ3 MYRF NAA15 NAA40 NBL1 NCSTN NFIL3 NLK NOTUM NPAS2 NPTX2 NRP1 NSG1 OSR1 PDE7A PHACTR2 PHF20 PHIP PI4KA PIGZ PKD2L2 PKN2 POGK PPAN-P2RY11 PRDM16 PTPMT1 PWWP3B RAB40C RAB7A RAD23B RASSF2 RBM24 RC3H1 RCC2 REEP2 REL ROCK1 RPS6KA5 RPS6KB1 RTN4 RUNX2 SCAF11 SERPINE1 SHOC2 SLC24A3 SLC25A23 SLC2A12 SLC35F1 SLC38A2 SLC45A3 SMIM3 SNAPIN SNN SOX6 SPIN1 SS18 STRADB SULF1 TAF5L TBL1XR1 TGFBR1 TGFBRAP1 TIAM1 TIGD5 TLCD5 TMEM217 TRDN TRIM2 TSPAN6 TSPOAP1 TUBG1 UBALD2 UBE2L6 UHMK1 ULK3 USP38 VPS13A VPS26A WASHC2A WASHC2C ZBTB20 ZFP82 ZNF462 ZNF488 ZNF544 ZNF551 ZNF584 ZNF740 ZNF763 ZNF773 MIR1827 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1827 ADAMTS4 ADD2 ADIPOQ ADRA2A AFAP1L2 AHCYL2 AHR AKAP5 ALG10B ALS2CL ANGPT4 ANKH AP5B1 APAF1 ARHGAP1 ARHGAP21 ARHGAP29 ASB6 ASIC1 ASTN1 ATG12 ATXN1 AWAT2 B3GAT1 BCAT1 BCL2L1 BEAN1 BEST3 BET1L BMAL2 BMP8A BRSK2 BSN C14orf119 C19orf12 C8orf58 C9orf57 CACNA1D CAPRIN2 CARNS1 CASTOR2 CBFA2T2 CBFA2T3 CBX5 CCDC97 CDH7 CDKN1B CELF3 CELF4 CEP350 CFAP97 CHST1 CLCN5 CLEC18A CLIC6 CNN3 COBLL1 CPA4 CPEB3 CREB5 CYP19A1 CYP2B6 CYP4V2 CYP8B1 CYTH1 DCTN5 DENND1B DESI1 DGKA DLGAP1 DPF1 DPY19L1 DRAM1 EFEMP2 EFHC1 EFNB3 EGLN3 EIF1AD EIF2AK2 EIF5A2 ELMOD1 EME1 EMSY ENTPD4 EPHA8 ERBB4 ERF ERGIC1 ERMAP ERVH48-1 ETS1 EYA3 F2RL2 FABP2 FABP3 FAF1 FAM117B FAM168A FAM53C FAM83H FAM98B FCHO2 FGD6 FKBP1B FLCN FNTB FOXRED2 FRG2C FSTL3 GAPT GFOD2 GFRA1 GGA2 GGT6 GHSR GK5 GLRX3 GNG4 GOLGA6L1 GOLGA6L6 GSDMA GSK3B GSTM2 GTF3C4 HOOK3 IGF1 IGF2BP3 IL10RB IL11 IL1RN IL23R IMPDH1 INPP5B INPP5J INSM1 IQGAP2 IQSEC2 ISLR2 JAKMIP2 JOSD2 JPH3 KCNA6 KCNK4 KDM3B KHK KIAA0930 KIAA1755 KIF2B KIF3B KMT2A KNG1 KPNA3 KRT73 KY LDLRAD4 LENEP LENG8 LHPP LIX1L LMBR1L LRP6 LRP8 LRRC3 LY6E LYNX1 LYSMD1 LZTS1 M1AP MAGEC1 MAP9 MAPK1IP1L MAPKBP1 MB21D2 MDM2 MDM4 MEF2C MIDEAS MIF4GD MOB3C MPL MPV17L MRGBP MSMO1 MTCL1 MTFMT MTFR1L MTR MTSS2 MYC MYCBP2 NAA30 NAA40 NAA50 NAALADL2 NAB1 NAV1 NBPF1 NDST1 NECTIN4 NEK2 NF2 NFASC NHLH1 NHLRC2 NISCH NLRP2B NMUR2 NOS1 NR6A1 NRF1 NRIP2 NSL1 NUDT19 NUTF2 OR2H1 OSBPL3 OSBPL7 PABIR2 PACS1 PALD1 PARVB PCGF2 PCSK5 PDE4A PDE7A PDK3 PDPN PGPEP1 PHF19 PHKG2 PIM1 PIPOX PKDCC PLCXD1 PLEKHA1 PLEKHF2 PLEKHH1 PLXNA2 PLXNA4 PLXNB1 PNKD POGLUT1 POGLUT3 POLA2 PPEF2 PPIL2 PPM1K PPP1R15B PPP6C PRAMEF14 PRKAG2 PROM2 PRPF40B PRUNE2 PSAPL1 PSD2 RAB14 RAB41 RAD52 RAE1 RASAL3 RAVER1 RBM3 RBM8A RBP1 RC3H1 REEP3 RETREG2 RGS7BP RHD RIT2 RNF165 RNF168 RNF213 RPP30 RPS6KA4 RTCA SARM1 SCAMP2 SCYL2 SERP1 SETD1A SFR1 SHISA7 SHISA8 SKIDA1 SLC11A2 SLC17A7 SLC25A37 SLC2A11 SLC35F6 SLC36A2 SLC45A4 SLC5A9 SLC6A5 SMARCD1 SMIM12 SMU1 SOCS3 SOHLH1 SOX6 SPATA18 SPATC1 SPN SPRED1 SPRR4 SSH1 STAT5B STEAP3 STK35 STK39 STK40 STON2 SUDS3 SUFU SUPT6H SV2C SYNPO SYT2 TAF4B TAFAZZIN TAT TBC1D24 TET3 THAP12 THBS1 THEM5 THSD7A TIMM9 TMEM170A TMEM30A TMEM52B TP53I11 TP53INP2 TP73 TPBG TRIB2 TRIM26 TRIM37 TSPAN31 TSPYL4 TTLL5 TUBB4A TUFT1 UBE2G1 UBE2W UBE3B UBXN8 UGT3A1 UMPS USP12 USP13 USP46 UST VAT1 VCL VDR VGLL4 VPS52 WASF2 WDFY2 WDR26 WDR7 WDR76 WDTC1 WNT5B WNT9B XPNPEP3 YWHAZ ZBTB4 ZCCHC4 ZER1 ZFX ZKSCAN2 ZKSCAN3 ZNF154 ZNF253 ZNF264 ZNF346 ZNF431 ZNF490 ZNF527 ZNF528 ZNF587 ZNF689 ZNF763 ZNF814 ZNF850 ZNRF3 ZSWIM5 MIR182_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR182_3P AMMECR1 ANKRD50 ARID5B B4GALT1 BDKRB2 C2CD6 C5orf47 CADM1 CARD16 CASP3 CCDC93 CELF2 CLVS1 CPA4 CREM CRIM1 CXXC5 DOCK9 EIF4H FAM107B FAT1 FBXO45 FEZ2 FRMD5 FRMD6 FYCO1 G6PC2 GINS3 HDHD2 HLA-A HLA-DQA1 ICA1L IL6ST KLHL15 LINC02898 LTBP2 METTL4 MRPL13 NAP1L1 NCAPG ONECUT2 PCDH17 PERP PHACTR1 PHACTR2 PIK3C2A POLM POU2F1 PPTC7 PWWP3B RALGPS1 RAPGEF6 RBM46 RBMS3 RNF6 SLC25A24 SLC30A4 SLC39A11 SMIM12 TMEM164 TMEM26 TRIM44 TTC13 UBN1 ZNF622 ZNHIT6 ZPBP2 MIR182_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR182_5P A1CF AAGAB AAK1 AASDHPPT AATK ABCA2 ABHD13 ABHD17B ABTB3 ACER3 ACTR2 ADAM18 ADAM22 ADAMTS18 ADCY6 ADD3 ADGRF5 ADGRL2 ADRA2C AEBP2 AHCYL1 AJUBA ALG13 ANKIB1 ANKRD27 ANKRD44 ANXA11 APBA2 APC APPL1 AQP2 AQP9 ARCN1 AREL1 ARF4 ARHGAP6 ARHGDIA ARHGEF2 ARHGEF3 ARHGEF7 ARMC1 ATAT1 ATP10D ATP8A1 B3GALT1 B3GNT2 BACH2 BAG4 BCL11A BCL2L12 BMPR1B BMT2 BNC2 BNIP3 BOD1L1 BOD1L2 BORCS8 BPNT2 BRMS1L BRPF3 BTLA C12orf4 C21orf91 C5orf22 CACNA2D1 CACNB4 CADM2 CAMKK2 CAMSAP2 CAMTA1 CASTOR2 CBFA2T3 CCDC117 CCDC59 CCN4 CCNY CD164 CD2AP CD59 CD96 CDC42BPA CDC73 CDH20 CDK6 CDV3 CEBPA CEP170B CEP250 CEP83 CERS2 CFL1 CGGBP1 CHAMP1 CHIC1 CHMP1A CHMP2B CHST1 CHST10 CITED2 CLCN5 CLOCK CLPTM1L CNMD CNNM3 CNOT6 CNTN1 COL25A1 CORO1C CREB1 CREB3L1 CRISP3 CTNNA3 CTTN CUL5 CYB561 CYB5B CYLD DAAM1 DAZAP2 DCUN1D1 DCUN1D3 DENND1B DENND5B DENND6A DENR DEPDC4 DEPTOR DIAPH3 DKK2 DMXL1 DOCK1 DOCK4 DOCK9 DOK4 DQX1 DSCAM DSG2 DYNC1LI2 DYNLT3 DYRK2 EBF1 EBF3 EDNRB EGLN1 EGR3 EIF3A EIF3J EIF5 EIF5A2 ELAPOR2 ELAVL4 ELL ELL2 ELMO1 EMB EOMES EPAS1 EVI5 F13A1 FAM168A FAM171A1 FAM218A FAM43A FAM78A FAM91A1 FBXO27 FBXO42 FBXW11 FBXW7 FGF9 FLNB FLOT1 FLRT2 FMR1 FNDC3B FOXF2 FOXN2 FOXN3 FOXO3 FOXRED2 FRMD5 FRS2 FXR1 FYCO1 FZD3 GABRB1 GIT2 GJA3 GK GLB1L GNAO1 GNAQ GPC1 GPR22 GPR85 GRB2 GRM5 GSPT1 GXYLT1 GXYLT2 H6PD HAS2 HBEGF HDAC9 HEXIM1 HIF1AN HMGCLL1 HOOK3 HOXA9 HYCC2 IGDCC3 IGF1R IGSF3 INO80D INSIG1 INTS6 ITPR1 JAZF1 JMJD1C JRKL KCNJ14 KCNK9 KCTD2 KDELR1 KDM2B KHDC4 KIAA1217 KIF19 KLF13 KLF15 KLHL34 KLHL4 KPNB1 KTN1 L1CAM L3MBTL3 LAMC1 LDB3 LGI1 LHX1 LIMS1 LMTK2 LPP LRCH2 LRIG1 LRP10 LRP3 LRTM1 LSM14A MAGEL2 MAGI1 MAK MAP1B MAP4K4 MAPK9 MAPRE1 MAST4 MBLAC2 MBNL2 MECOM MED1 MED14 MED21 MED28 MEF2C MEGF11 MFAP3 MFAP3L MFSD6L MIGA1 MINDY3 MITF MLLT1 MMD MOB1B MORF4L2 MRTFB MSH4 MSN MTCH2 MTSS1 MYO1D MYRIP N4BP1 NADK2 NCALD NCKAP1 NCOA4 NDP NELL1 NEXMIF NF1 NFIC NID1 NKX2-2 NPTX1 NRCAM NRN1 NT5DC3 NUAK1 NUDT13 NUDT15 NUFIP2 OAS3 OCRL OLFM1 ONECUT2 OOEP OPN1LW OPN1MW OPN1MW2 OSBPL10 OTUD6B OXR1 PABIR1 PAFAH1B1 PAIP1 PAIP2 PALLD PAN2 PASK PAX5 PBX2 PC PCCA PCDH8 PCMTD1 PCNX1 PDS5B PDZD8 PDZRN4 PEDS1 PEG10 PGR PHAF1 PHF13 PHF21A PHIP PHKA2 PHYHIPL PIK3AP1 PIK3R1 PLCB4 PLEKHG3 PLPPR4 POLR1F PPIL1 PPM1F PPM1L PPP1R11 PPP1R13B PPP1R13L PPP1R1C PPP1R2 PPP3CA PPP3R1 PPP4R2 PRDM16 PREPL PRKAA2 PRKACB PRKCE PRRG3 PRRT3 PRTG PRUNE2 PTAR1 PTGR2 PTPN4 PTPRG PURA PYGO2 QKI RAB10 RAB27B RAB2A RAB3GAP2 RAB6B RAD23B RALGPS2 RAPGEF4 RAPGEF5 RARG RASA1 RASA2 RBM5 RECK REEP1 RELL1 REPS2 RETREG1 REV1 RFTN1 RGS17 RGS5 RHD RHOBTB1 RHOJ RICTOR RIMBP2 RIMS3 RNF139 RNF208 RNF212 RNF222 RNF43 RPAP2 RPRD1B RPS6KA6 RTKN2 RTN4 RWDD4 SAMD5 SAP30L SATB2 SCML4 SDC2 SEC24A SELENOI SEPHS1 SEPTIN14 SEPTIN7 SEPTIN9 SERINC5 SERPINB2 SERTAD4 SESN3 SETD9 SETX SGMS1 SH2D1A SH3BGRL SH3BP5 SH3KBP1 SHC4 SHOC2 SIN3B SINHCAF SKIL SLAIN2 SLC16A9 SLC1A1 SLC1A2 SLC22A5 SLC23A2 SLC25A46 SLC2A14 SLC2A3 SLC30A1 SLC30A7 SLC33A1 SLC35A5 SLC35G1 SLC39A1 SLC39A9 SLC44A2 SLC44A5 SLC4A7 SLCO3A1 SLITRK4 SMAD1 SMIM13 SMKR1 SNAI2 SNX30 SOX6 SP3 SPAG17 SPAG9 SPAST SPATA13 SPIN1 SPIN3 SPIRE1 SPRY4 SRSF6 ST8SIA1 STAG1 STK19 STOX2 STX5 SUV39H2 SV2C SYNCRIP SYPL1 TACC1 TAF15 TAF4B TAGLN3 TAPT1 TARBP1 TBC1D12 TBR1 TECTB TENM4 TEX2 THBS1 THBS2 TLL1 TMEM115 TMEM145 TMEM150C TMEM170A TMEM170B TMEM198 TMEM245 TMEM47 TMEM50B TMEM64 TNFAIP8 TNS1 TNS3 TOB1 TOPORS TOX TP53INP1 TRABD2B TRIM37 TRIO TRPM6 TSNAX TSPAN9 TUT4 TXNL1 UBASH3B UBE2Q2 UGT2B17 UNC13C USP13 USP5 USP6NL VAMP3 VAT1L VAV2 VEZT VLDLR VPS26B WASL WDR47 WDR76 WFDC8 WIPI2 WNT5A WWC2 XPR1 YES1 YIPF4 YWHAG ZBTB20 ZC3H12C ZC3H15 ZCCHC14 ZCCHC3 ZFAND4 ZFAND5 ZFC3H1 ZFP36 ZFP36L1 ZHX1 ZNF200 ZNF280B ZNF451 ZNF697 ZNF704 ZNF705A ZNF705EP ZNF706 ZNRF1 ZXDA MIR183_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR183_3P ABHD10 ABI1 ACOT13 AEBP2 AKIRIN1 AMTN ANKDD1A ANKRD29 AP1S3 ASB7 AZIN1 B3GALT2 B4GALT6 BEND4 BMP3 C2orf73 CADM2 CAMK2N1 CAPZA2 CASTOR2 CCDC50 CCDC91 CDC27 CDK13 CDK18 CDK6 CEACAM6 CEP350 CERS6 CFAP300 CGGBP1 CHIC1 CLASP2 CLCN3 CLU CNTN3 COBL COMMD2 CPNE8 CSGALNACT2 CTNNB1 CYP26B1 CYP2C9 CYP4V2 DIP2B DNAJA3 EDEM3 EIF4G1 EIF5A ENTPD7 ERCC8 FABP4 FAM168A FAM227B FMO2 FNDC3A FSTL5 FUT9 FZD4 GAB1 GDAP2 GLIPR1 GLUD1 GLYATL2 GOLGA6L4 GRIP1 GTF2A1 GUCY1A1 HNRNPC HS3ST3B1 HSPA4L HTR5A HYDIN IFIT1 IGSF1 IL6ST INO80D ITM2B JRKL KANSL1L KCNC2 KCTD8 KCTD9 KIF20B KIF3C KLHL7 LACTB LAMA2 LAPTM5 LHFPL2 LPL LRRTM3 LSM12 MANEA MBIP MBLAC2 MBNL3 MBTD1 MEX3A MSH4 NCR3LG1 NDUFA12 NEUROD1 NFXL1 NFYB NOL4 NOVA1 NUDT4 OPN3 OR2L13 OSBPL8 P2RY10 PARP8 PDE8A PECR PHF3 PHLPP2 PI15 PIK3C2G PKIB PLG PLGLB1 PLGLB2 POLR1B PPP3CB PRB4 PRLR PRSS23 PTBP3 PYGO1 RAB3GAP2 RAB5B RAB5C RALGPS2 RPGRIP1L SCN2A SCN3A SGCZ SHC3 SLC10A7 SLC22A4 SLC25A40 SLC2A13 SLC35A3 SLCO1A2 SMG1 SOCS4 SPO11 SPOCK1 SPTBN1 SRSF1 STAM2 STEAP2 STK38L SYCP2 TERB2 TET2 THAP2 TLL1 TMEM126B TMEM41A TMPO TNFRSF11B TNFSF9 TPST1 TRPS1 UBE3A UFL1 UGT2B28 USP3 USP32 USP38 VCPIP1 VIP VTA1 WASHC4 WDR11 WNK3 WNT5A ZBTB20 ZEB2 ZFPM2 ZNF117 ZNF138 ZNF189 ZNF257 ZNF28 ZNF486 ZNF492 ZNF493 ZNF506 ZNF516 ZNF519 ZNF626 ZNF652 ZNF716 ZNF737 ZNF90 ZNF91 ZNF99 MIR183_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR183_5P ABAT ABCB10 ABI2 ABRAXAS2 ACER2 ACVR2B AGPAT5 AJAP1 AKAP12 ALAD AMD1 AMIGO2 ANKMY2 ANKRD13C AP3M1 ARFGAP2 ARHGAP21 ARHGEF18 ARHGEF37 ARPP19 ATF2 ATP10B ATP13A3 ATP2B4 ATRN AZIN1 B3GNT2 BACH2 BAZ1B BBOF1 BIRC6 BNC2 BNIP3L BPNT2 CACNA1E CACNB4 CALCB CCDC121 CCL18 CDH9 CDK5R1 CELF2 CEP170B CEP97 CFL2 CHD2 CLCN3 CPM CSMD1 CTDSPL CTNNA2 DAAM1 DAGLA DCX DDHD1 DEPDC5 DGCR2 DGKH DIP2A DMXL1 DNALI1 DUSP10 DYNC1I1 EMSY ENAH EPHA4 EPHA7 ERBIN EZR FAM217B FCHO2 FKBP1A FLRT3 FOXN2 FRMD6 FUT2 GARRE1 GCLM GJA3 GNG5 GOLPH3 GPAM GPCPD1 GPR34 GTF2H1 GYPA HAPSTR1 HCN1 HTR2A ICA1 IDH2 ING3 IPPK IRS1 ITGB1 ITGB8 KBTBD6 KCND2 KCNJ14 KCNK10 KCNK2 KCNMB1 KDM2B KIF13A KIF2A KLHL24 KLRD1 L3MBTL3 LCK LHFPL2 LRP6 MACROD2 MAL2 MAP3K13 MAP3K4 MAP7D2 MAPK4 MAPK8IP1 MBNL1 MEF2C MFSD6 MINAR1 MRC2 MTERF2 MTMR6 NARS2 NCAM2 NCK2 NEFL NFYC NPAS3 NR3C1 NRG1 NRIP2 NTRK2 NUDT4 NUFIP2 OSBPL8 OTUD4 PAM PCK2 PDCD4 PDCD6 PEX19 PFN2 PHF6 PHLDB2 PKD2 PLCB4 PLEKHA3 PLEKHA5 PLPPR2 POLR1C PPP2CA PPP2CB PPP2R2A PPP2R5C PRKACB PSEN2 PSMA5 PTDSS1 PTPN4 RAB21 RAB8B RABGAP1L RALA RBMS1 RCN2 REPS2 REV1 REXO5 RFX3 RHOBTB1 RHPN2 RIMBP2 RNF138 ROBO2 RORA RPS6KA3 SACS SAMD4A SCN3A SCYL3 SEL1L SERP1 SESN1 SH3D19 SLAIN1 SLC1A2 SLC35A1 SLITRK1 SLITRK3 SMCO4 SMPD3 SOBP SOCS6 SPATS2 SPC25 SPRY3 SREK1IP1 SRSF2 STC1 STK38L TAB3 TAOK1 TCF12 TCF7L2 TET1 TMED7 TMEM184C TMEM59 TMEM70 TMPO TMSB4X TOMM70 TRAM1 TRIM27 TTC7B UNC13B USF3 VDAC1 XPNPEP3 XPOT ZBTB34 ZDHHC6 ZFPM2 ZFYVE26 ZMYM2 ZNF197 ZNF750 ZNF770 MIR184 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR184 CAMK2B CES2 EPB41L5 FAM169BP GNB1 NUS1 PLPP3 SETD9 TNPO2 MIR1843 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1843 ABHD13 AGBL1 ATAD2B ATAT1 ATP1B1 BAX C16orf46 CALM2 CAPN6 CAPZB CBLB CCL4 CCNA1 CCNL1 CTNNA3 CUL2 DCLK1 DLX6 DNAJA2 EDIL3 EIF5 ESRRG FAM169BP FILIP1L FUBP3 GALP GDPD4 HECW1 HGF HMGN4 HOMER1 ITGA4 KDM2A LAMA1 LMLN LMO7DN LPP MAT2B MDGA2 MPDU1 NMT2 OR2H1 ORMDL2 PEAK1 PEG10 PRUNE2 RBMY1A1 RBMY1D RBMY1E RBMY1F RSL1D1 SCAMP1 SH3RF1 SMS SPAG1 SPAG17 STOX2 TFAP2D TRIM41 TTI2 VWC2 WASF1 WNT16 YTHDC1 ZFP91 MIR185_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR185_3P ABHD4 ACAP3 ADARB2 AGAP1 APC2 ARC ARGFX ARHGAP1 ASIC4 ATP6V0A4 BAP1 BCAM BOK C1QTNF1 CABP7 CACFD1 CACNA1B CAMTA1 CASQ1 CD74 CDH4 CHRNA4 CLDN19 CLEC16A COPS7B CPLX2 CTIF DCAKD DCLK3 DNM1 DPYSL5 ELMO1 EPHA8 ESPN EVC2 FAM163A FAM53C FBXL16 FBXO41 FEV FIGN FIS1 FSTL3 FSTL4 GALNT16 GAS7 GEMIN8 GIPC3 GNAI2 GNAT1 GNG13 HELQ HIVEP3 HSPA12B IGF2BP1 ILRUN INSYN1 INTS3 IP6K2 JCAD KCNJ12 KIF21B KLK4 LRCH4 LRP1 LRRC32 MADD MAMLD1 MAP6 MAPKBP1 MECP2 MFGE8 MIX23 MVB12B N4BP3 NFE2L1 NR5A1 NRARP NTNG1 P2RY6 PAK1 PAK4 PAN3 PAX5 PAX9 PDAP1 PEX10 PEX14 PHF19 PITPNM2 PKNOX2 PLA2G6 PLEKHM3 PLXNA1 PMEPA1 PML POLA2 PPARD PPP2CA PRAF2 PRKCA RABGAP1L RGS6 RNF165 SBF1 SCML4 SCUBE3 SERF2 SH2B1 SH3PXD2A SLC10A3 SLC30A3 SLC45A3 SLC46A1 SLC6A8 SLC7A1 SMG5 SMG7 SOGA1 SOX10 SOX4 SPACDR SPRN ST3GAL1 STK24 SUV39H1 TEAD2 TMEM105 TOM1L2 TRIM29 TSPAN11 TSPAN5 TTYH3 TYSND1 UGT1A1 UGT1A10 UGT1A3 UGT1A4 UGT1A5 UGT1A6 UGT1A7 UGT1A8 UGT1A9 URM1 USP21 VAV2 VPS37C WDTC1 ZCCHC24 ZDHHC3 ZFP41 ZNF544 MIR185_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR185_5P ABCG1 ABCG4 ACACB ADAM22 ADGRB1 ADGRL1 ADH4 ADRA1A AFAP1L2 AGO1 AKAP6 AKR1C2 ANKFY1 ANKRD45 AR ARF3 ARID1A ARMC8 ATAT1 ATP1A3 ATP6V1F ATXN1 B3GAT1 BASP1 BCAT1 BSN BTLA C3orf14 CA10 CACNG4 CARD18 CARF CASP14 CCND2 CCNL2 CD209 CD300LD-AS1 CDC42 CDH4 CDYL2 CENPO CEP104 CFAP44 CGN CHMP7 CNOT9 CNTD1 CNTLN CNTNAP5 COMMD2 CPNE6 CSMD2 CSRNP2 CTDNEP1 CXCL9 DCTN3 DCX DDX18 DEFA5 DLG2 DOCK3 DYNLL2 EFCAB2 EFTUD2 EIF2AK1 ELOVL4 EMC10 ENC1 EPB41L1 EPHB2 EPPK1 ERCC6 ETV3L EXOC6B FAM135B FAM151B FAM163B FAM222B FAM234B FAM76A FANCA FANCD2OS FBXL17 FBXO41 FCRL3 FIGNL2 FMN1 FOXN4 FOXP4 FZD4 GATAD1 GEMIN7 GINS1 GJA1 GJA5 GNB3 GPNMB GPR84 GPX3 GRIN2B GSTA4 GTF3C4 HCCS HCN4 HDAC5 HDX HIC2 HIF1AN HIPK2 HOOK3 HOPX HP1BP3 INO80D INTS6 ISG20 JAGN1 KANK2 KAT6A KCNJ5 KCNK9 KCNN3 KIAA1328 KLHL29 KLK5 KPRP LAMP5 LCOR LDLR LHX2 LINC03043 LPCAT3 LRIT1 LRRC32 LYN MAB21L2 MAT2A MAU2 MECP2 METTL25B MIER1 MLLT11 MON1B MRPL34 MRPS21 MS4A2 MS4A3 MSI1 MTHFS MXRA5 NBN NCAN NETO1 NFATC3 NHLRC2 NMNAT2 NOTCH2 NPNT NR1D1 OPRM1 ORC5 PAK6 PALM2AKAP2 PARP11 PATZ1 PBX2 PCDH10 PCDH9 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 PGLYRP4 PHF21A PHLDB1 PIM1 PLEKHA5 PM20D1 PMF1 PNP POPDC2 PPP1R3B PREPL PRKAR2A PRR23A PRR5L PXT1 RAB35 RAE1 RALGAPB RASEF RCC1L RDX RERE RGS8 RHOA RHOT1 RIC8B RIMOC1 RNASEH2B RNF20 RORA SARNP SCD SDF2 SEL1L3 SF1 SGMS1 SH3BP2 SHISAL1 SIGLEC1 SIPA1L1 SIX1 SIX2 SIX3 SLC16A2 SLC17A2 SLC25A28 SLC30A3 SLC8A1 SMCO4 SMG7 SNAP25 SNX30 SOGA1 SORL1 SOX13 SOX5 SPATA2 SPATS2 SPTB SREBF2 SRGAP2 SSTR2 SSX1 ST20-MTHFS STX6 SUMF2 SYN1 SYNM TAF5L TAP2 TBC1D19 TBC1D30 TBC1D5 TCF12 TCP1 TMEM139 TMEM150C TMEM165 TOX3 TPD52L1 TPMT TRIM58 TRIM66 TRPM3 TSPAN18 TTBK1 TTC28 TUBGCP3 UBE2D4 UBE2H UBXN10 ULK4 USB1 USP3 USPL1 WDCP WNT1 WNT9B XKR5 XYLB XYLT1 YIPF1 YWHAG ZCCHC12 ZNF2 ZNF236 ZNF444 ZNF473 ZNF557 ZNF586 ZNF662 ZNF704 MIR186_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR186_3P ACBD3 ADAR ADIPOR2 ANKIB1 AP2M1 ARHGAP5 ARMH3 ATP2B2 ATRX ATXN1L AZIN1 B3GALNT2 B4GALT5 BCAR3 BCL6 BCL9 BCOR BTBD1 C4orf19 CACNB2 CALHM5 CARF CCDC83 CCR9 CD52 CDK1 CELF5 CHEK1 CHRNB1 CLEC3A CMTM4 CNNM1 CPD CRAMP1 CROT CTCF CTNNA3 CYB5D1 CYP20A1 DHX36 DIPK2A DOK6 DUSP3 EFTUD2 EGR2 EGR4 EIF4A2 ELAVL4 FAAP20 FAM117B FEM1C FOXO4 FOXP2 GABRA2 GABRG2 GALNT7 GK GK5 GLS GPR37L1 HEG1 HIBCH HLCS HMBOX1 HOXD11 IL2RA INSR KANSL1L KCNB1 KDM2A KREMEN1 LDB3 LIN54 LPGAT1 LPP LRRC41 MACC1 MAN2A1 MAP3K9 MARCHF6 MEX3A MEX3C MGME1 MYB MYCBP NAP1L1 NFIA NTN5 NUSAP1 OGA PABPC4 PAPPA PBX1 PDCD4 PDZD7 PHLPP1 PLPP6 PMAIP1 PPP2R2B PRKAA2 PRKACB PUM2 RAB11FIP1 RAB30 RAD54L2 RALGAPB RBMXL2 RICTOR RNFT2 RNMT SAMD10 SELPLG SH3RF1 SLC38A1 SMCR8 SNX30 SOCS6 SP1 SQOR SRL ST3GAL2 ST8SIA3 SUV39H2 SYT11 TAL1 TDRD9 TGDS TMX3 TNKS1BP1 TNRC6A TPM4 TRIM59 UBE2E2 UBE2E3 UBE2Q1 UVRAG VEZF1 VIRMA VPS4B VSTM2B WIF1 WNT11 WSB2 ZBTB4 ZC3H12B ZNF484 MIR186_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR186_5P ABL2 ACER3 ACSL4 ACSS3 ACTR2 ADAM8 AFF1 AFG1L AHR AHSA2P AK7 AKIRIN1 ALDH6A1 AMD1 ANGPT2 ANKRD28 ANO6 API5 APPBP2 ARAP2 ARFGEF1 ARHGAP5 ARHGEF38 ARIH1 ARMC3 ARMC8 ART3 ASCC1 ASPH ASPN ASTN2 ATAD1 ATAD2 ATL2 ATP6V1C2 ATP9A ATXN7 AZIN1 BBX BCAR3 BCAT1 BCOR BMP2K BMPR1A BRD1 BRINP2 BRWD3 BTBD3 C12orf29 C14orf132 C17orf58 C18orf54 C5orf24 CA8 CACNB4 CADM2 CALB1 CAMLG CAMSAP2 CANX CAPS2 CASK CASP10 CAVIN2 CCDC112 CCDC50 CDK5R1 CDK6 CENATAC CEP135 CEP170 CEP41 CEPT1 CFAP418 CGNL1 CHD9 CHIC1 CHM CHP1 CHURC1 CLCA2 CLPX CNTLN CNTNAP1 CNTNAP2 COBLL1 COL15A1 COL25A1 COL6A6 COP1 COPG2 CPEB3 CPNE3 CRAMP1 CREB3L2 CREBRF CREBZF CROT CTSB CXCL13 CYP20A1 CYP39A1 CYYR1 DCBLD2 DCUN1D4 DDX4 DDX46 DENND1B DENND4A DENND5B DEPDC1 DGKH DHX15 DICER1 DISC1 DLC1 DMD DNAJC8 DOCK2 DSEL DSPP DTX3L DUSP7 DYNC2H1 DYNLT5 DZIP1 EIF2D EIF3A ELAPOR2 ENTPD5 EPB41L4B EPC1 EPC2 EPN2 ERC2 ESCO2 EXOC7 FAM114A2 FAM120A FAM124B FAM169A FAM76B FBXO33 FERMT1 FEZ2 FKBP7 FNDC3B FNIP1 FOXA1 FOXD1 FOXN2 FRMD4A FRMD4B FSD1L FUT8 FXR1 FZD3 G2E3 GABRA4 GABRG1 GALR1 GBP2 GCC2 GCLM GJA1 GK5 GLT8D2 GLYATL3 GNAI1 GNG12 GOLT1B GPATCH2L GPC6 GPCPD1 GPR37 GRIA2 GRIK1 GSTM3 GUCY1A2 HECTD2 HERPUD2 HEY1 HIPK1 HMGN4 HNMT HNRNPR HOOK3 HOXB2 HYCC1 HYCC2 HYOU1 IFNA2 IFNA8 IGSF11 IKZF2 INO80D INSM1 INTS2 IRF8 IRX2 ITGA6 ITPR2 JCAD KAT6A KCNC2 KCNH1 KCNT2 KCTD16 KDM7A KDSR KIAA0408 KIF21A KLF7 KLHL31 KPNA1 KPNA3 LARGE1 LCORL LGALS12 LHX2 LIN54 LIN7A LINGO2 LMO4 LMO7DN LNX1 LPAR5 LPIN1 LPP LRCH2 LRP12 LRRC41 LRRC58 LRRC66 LRRN1 LUC7L3 LUZP2 MACC1 MAN1A2 MANEA MAP2 MAP3K12 MAP3K2 MAP4 MAP4K3 MAP4K5 MAP7 MAPK1 MAPK1IP1L MAPK9 MAPKAPK5 MATN3 MBLAC2 MBNL2 MBTPS2 MCC MCFD2 MCTP1 MEIOC MFHAS1 MIB1 MICU3 MIER1 MIER3 MN1 MOB1A MOB1B MOB3B MON2 MRPS10 MTF1 MTMR7 MYT1 NAA16 NCBP2 NCOA3 NCSTN NDEL1 NECAB1 NEGR1 NEK7 NFAT5 NIT2 NOG NOL4 NPAS3 NPHP3 NR1D2 NR4A2 NRP1 NSD1 OAS2 ONECUT2 OPRK1 OR11A1 OSBPL8 OTUD4 OTUD6B OXSR1 PABIR1 PABPC1 PACRGL PAK2 PAK3 PAX5 PCDHB6 PCLO PCMTD1 PCNX1 PCSK5 PDCD4 PDE10A PDE1C PDE3B PDE4D PDGFA PDIK1L PDK3 PDS5B PEG3 PHC3 PHF21B PHF6 PHIP PID1 PIK3CA PIK3CG PIN4 PKD2 PKHD1L1 PKN2 PLCG2 PLPPR4 PLS3 PLSCR4 POFUT2 PPM1A PPM1B PPM1F PPM1L PPP1CC PPP3CB PPP4R2 PRKAA2 PRKAR2B PROSER2 PRPF38B PRTG PSD3 PSME4 PTAR1 PTGDR PTGER3 PTGR3 PTH PTP4A2 PTPN4 PUM1 PXDC1 PYGO1 QKI RAB11B RAB21 RAB2A RAB6A RAB6D RADX RALGPS2 RANBP3L RAP2C RB1CC1 RBFOX2 RBM28 RC3H1 RC3H2 REEP3 RGPD5 RGPD6 RGPD8 RHBDF2 RIC1 RIC8B RIMS2 RIOK3 RNF138 RNF180 RNF2 RNF217 RPS3 RPS6KA3 RPS6KA6 RPS6KB1 RTCA RUFY3 RUNX1T1 RYR2 S100PBP SALL1 SATB1 SAYSD1 SBNO1 SCAF11 SCAI SCML1 SCN7A SCN9A SEC62 SEC63 SELENOP SELL SENP6 SERP1 SESN3 SGMS2 SH3RF1 SHE SHOX SHPRH SIDT1 SIPA1L3 SIRT1 SLAIN2 SLC16A9 SLC17A8 SLC1A2 SLC24A2 SLC27A6 SLC30A7 SLC36A4 SLC44A5 SLC4A7 SLFN13 SLK SMG1 SMIM15 SNAPC1 SNRNP48 SNTG1 SNX2 SNX27 SOCS4 SORT1 SOX11 SP3 SP4 SPAST SPATA6 SPECC1 SPRED1 SPRYD3 SPRYD7 SPTLC1 SREK1 SRGAP2C SRPK1 SRSF12 SSBP2 STAU2 STEAP2 STK17B STK3 STXBP5 SUCLA2 SUMO4 SUZ12 SYAP1 SYCP1 SYNCRIP TAF1B TAFA2 TARDBP TBL1XR1 TCFL5 TDRD15 TEAD1 TENT4B TERF1 TGFBR3 TICAM2 TIGAR TIPARP TLCD4 TMBIM4 TMED7 TMEFF2 TMEM167A TMEM168 TMEM183A TMEM183BP TMEM245 TMEM65 TMEM71 TMF1 TMPRSS11F TMTC1 TNIK TNRC6B TOB1 TPR TRAPPC8 TRHDE TRMT10A TRPV1 TRUB1 TSC22D2 TSPAN31 TSR1 TTPAL TULP4 TUT4 UBE2K UBE2N UBE2R2 UBE3A UBQLN2 UBR2 UBR3 UGGT1 UNC5C URI1 USP25 USP37 UTP25 VEGFA VPS13B VPS13C VPS4B VSX1 WASL WDR20 WDR44 WNK3 WWP2 XIAP XPOT XPR1 XRN1 YBX3 YY1 ZBTB20 ZBTB39 ZC3H11A ZC3H12B ZDHHC15 ZFAND3 ZFHX3 ZFP3 ZFY ZFYVE16 ZKSCAN8 ZMAT3 ZMYM2 ZNF117 ZNF503 ZNF599 ZNF608 ZNF644 ZNF699 ZNF706 ZNF710 ZNF713 ZNF736 ZNF776 ZNRF3 ZSCAN25 ZWINT ZXDB MIR187_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR187_5P AADACL2 ABHD3 ACAD11 ADIPOR1 AIDA ANKRD17 APOLD1 ARHGEF7 ATAD2B ATP1B1 ATXN1 BEND4 BRINP3 BSDC1 BTBD3 CALHM4 CASP3 CD8A CDH2 CDKN1B CLVS2 CMTM4 CNOT7 CNTLN COPS2 CPEB4 CPSF6 CRHBP CRTAP CYLD DAAM1 DCAF7 DCLK1 DDIT4 DENND1B DEPTOR DICER1 DLD DMRT3 DYNC1I1 E2F2 EIF2AK3 EIF5A2 ERBB4 FAM193A FAM53B FBXO22 FER FGF14 FLT1 FRS2 FUCA2 GABRA1 GATA5 GBE1 GK5 GNB1 GSPT1 GTF2B HDGF HECTD2 HNRNPA0 HOOK3 IGDCC4 IPO7 KDM6A KLF7 LHFPL2 LRRN1 LSM14A MACIR MAML1 MAPKAP1 MARCHF6 MARK1 MIER3 MKI67 MMD2 MON2 MYLIP MYO16 MYT1L NBEA NCKAP5 NDUFB5 NUP35 ODC1 PAIP1 PCDH9 PDIK1L PEX1 PHF12 PHF2 PIEZO2 PLCL1 PPP2R2A PRKCH PSAP PTPRR PTPRZ1 RALGAPA1 RANBP2 RAP1B RASSF8 RB1 RBPJ RFX3 RGS7 RIMS3 RNF44 RNPS1 RUNX2 SACM1L SALL3 SALL4 SCD5 SDC2 SEC62 SECISBP2L SEMA4G SEPTIN14 SLC25A21 SLC26A3 SLC4A4 SLC4A7 SLITRK5 SMARCA2 SMOC1 SNAP25 SOX11 SRSF10 SUN2 SYNCRIP SYNPO2 TBC1D22B TCF12 TCF7L2 TEAD1 TFAP2A TGFBR1 THSD7B TMEM132C TMEM165 TMEM87A TMPRSS3 TNRC6C TOX TP53BP2 TRABD2B TTC28 TTF2 U2SURP UBE2E3 UBE2W VPS54 YAF2 YTHDC1 YTHDF3 ZBTB49 ZFHX3 ZFP36 ZMYM2 ZNF148 ZNF326 ZNF385B ZNF616 ZNF704 ZNF805 MIR188_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR188_3P ABL2 ADCY1 ALDH5A1 APBA1 APLF ARID5B ARL4A ARL8B ARPP21 ARRDC3 ATP8B1 ATXN1 BCL9 BRAP BRK1 C10orf82 CCL11 CDK1 CEP57L1 CHEK1 CHRDL1 CPNE5 CSNK2A1 DDHD1 DGKH DIDO1 DLX1 DNAJC14 EOGT FANCL FREM2 FZD5 GCC1 GPATCH2L GPX4 GRID2 HSPA14 IGDCC3 IGF2BP1 IKZF2 IL12RB1 INSYN2A IPPK KCNMB3 KLHL29 KLRG1 KRBOX4 LCLAT1 LGI1 MAPK10 MAPK13 MED1 METTL15 MSL1 NALF1 NCAPG2 NEUROG2 NEXMIF NIPBL NR6A1 NRN1 NRXN2 NXPH2 OXGR1 PCLO PDIK1L PRMT3 RAB26 RAD21 RGS7BP RMND5A RNF145 RNF150 RUFY3 SBDS SENP2 SET SIAH2 SLC22A13 SLC7A11 SLK SMAP2 SMPDL3A SNX11 SORCS3 STAG2 STAU2 SUMF2 SURF4 TACR2 TARDBP TET1 THEMIS2 TOR1AIP2 TRIM4 TRIM5 TSPAN2 TTC17 TUSC2 UBE2D3 UBQLN4 USP27X WBP11 WWC3 ZFP90 ZFX ZFYVE16 ZHX2 ZNF106 ZNF124 ZNF135 ZNF14 ZNF175 ZNF177 ZNF180 ZNF181 ZNF189 ZNF195 ZNF208 ZNF221 ZNF268 ZNF302 ZNF367 ZNF37A ZNF384 ZNF426 ZNF439 ZNF440 ZNF514 ZNF544 ZNF559 ZNF559-ZNF177 ZNF562 ZNF563 ZNF565 ZNF584 ZNF586 ZNF594 ZNF700 ZNF705A ZNF705D ZNF705EP ZNF732 ZNF75A ZNF763 ZNF773 ZNF780A ZNF780B ZNF781 ZNF80 ZNF814 ZNF844 ZSCAN16 MIR188_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR188_5P ACVR2A AFG1L AKT1S1 AP1S3 ASXL3 ATXN7 B3GALT2 BCL9 BPGM C15orf39 CAVIN2 CCNT2 CD2AP CEP97 CHST9 COG5 CPNE8 CYBRD1 DLG5 ENDOV EXOSC9 FAM200A FBXW7 FGD5 FGFR2 FNIP1 FOXN2 FUBP3 GET4 GPATCH2L GPC6 GPN1 HNRNPR ILRUN JARID2 KAT7 LRRC1 MAFB MARS2 MEF2C NBEA NIPBL OTUD1 PCDH9 PHACTR2 PHF3 PPP3R1 PTEN RSPO3 SEMA4B SFXN1 SLC12A2 SLC22A3 SLC43A3 SPRED1 SRSF7 STX18 STX6 SUZ12 TAPBP TMEM128 TNFSF4 TOMM70 TTC31 WASHC4 XRCC5 ZC3H12C ZC4H2 ZFP91 ZNF281 ZNF611 ZNF843 MIR18A_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR18A_3P ABCB11 ACVRL1 ADAMTS5 ADCY1 ATXN7 BRD8 BTBD9 BTN3A1 C3orf18 CCDC136 CRELD1 CSMD1 CSNK1D CYB561D1 DENND1B DNAJC14 EFNA1 ELAPOR1 EMX1 ESR1 ESR2 FAM76A FNDC5 FOXP4 GABARAPL1 GIT2 GRAMD1B GSK3A INO80E KCNAB2 KCNJ5-AS1 KDM2A KIF3B KLF5 LMX1A MAN2A2 MEF2C METTL21A MGAT5 MLLT6 MOB1B MSRB3 MTF1 NAA16 NCOA7 NECAB1 NTRK2 NUDT10 PDP1 PHLDB2 POM121 PPFIA4 PRRC2B PSMD11 RIMS2 RIMS4 SAMD4B SCD SCML4 SEM1 SERF2 SERINC5 SLC9A5 SLFN5 SLIT1 SNX20 SNX8 SOGA1 SPTB TBC1D16 TBC1D19 TEF THSD7B TIMP2 TMEM170B TMEM178B UBE2D4 UBE2Z USP44 UXS1 WDR48 ZBBX ZC3H10 ZFHX3 ZMPSTE24 ZNF644 ZNF827 MIR18A_5P_MIR18B_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR18A_5P_MIR18B_5P ACSL3 ADD3 AEBP2 AGFG1 ATL2 ATM ATXN1 BBX BRWD3 BTG3 CA12 CA13 CAD CCDC88A CCN2 CCR2 CDK19 CEMIP2 CREBL2 CTDSPL DICER1 DIP2C DIRAS2 DPPA3 EPB41L1 ERI1 ESCO2 ESR1 FAM3C FAM9B FBXL3 FCHSD2 FER FRS2 FRYL GCLC GIGYF1 GIT2 GLRB GOSR2 GPR158 HEATR5A HIF1A HMBOX1 HMGCS1 HSF5 IQSEC3 IRF2 ITGA2 KCMF1 KCNA1 KCNH7 KCNJ2 KCNS2 KDM2A KLF6 KLHL20 KPNA6 LACTB2 MAP3K1 MAP7D1 MAPK4 MBOAT2 MEF2C MYLK NAA50 NEDD4 NEDD9 NR1I2 NUFIP2 OLFML2B PARD6B PATJ PDE4D PHC3 PHF19 PIAS3 PNISR PNLIPRP3 PRSS12 PSD3 PTCHD1 PTGFRN RAB5A RAB5C RABGAP1 RBBP8 RNF145 RORA RUNX1 SH3BP4 SIX3 SMAD2 SMAP2 SORBS2 SOX6 SUCO SYNM TAOK1 TBC1D9B TMEM170B TMEM248 TNFAIP3 TOR1B TRAPPC8 TRIB2 TRIOBP TRPC4 TWF1 VPS13A XYLT1 XYLT2 YBX3 YPEL5 ZBTB20 ZBTB4 ZBTB44 ZBTB47 ZCCHC24 ZCCHC3 ZFP62 ZNF365 ZNF367 ZNF704 ZNF99 MIR18B_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR18B_3P ANKRD12 BCO2 BRD8 C18orf25 CDKL1 CTDSPL2 FAM110B FLT3 GPR137B GUCY1A2 INPPL1 IP6K2 ITGB1 KCNRG LRP3 LRRC17 LVRN MINDY2 NEK2 NFE2L1 NOC3L NOVA1 NQO1 OR11A1 PAFAH1B1 PANK2 PLCE1 PLCXD3 PLPPR2 PM20D1 PPARGC1B RAB10 RAB30 RAD21 RALGPS2 RGS7BP RHOXF2 RHOXF2B RTN4RL2 SERINC5 SHC1 SHMT2 SLC12A2 STOX2 TMEM150A USP48 VAMP7 VPS13B ZC3H8 ZNF143 ZNF483 ZNF644 MIR1908_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1908_5P ABO ACSL3 AP5Z1 DPP9 DUOXA2 ESPN FKBP8 HOXC10 MDGA1 MIA2 NFIX SCRT1 SLC29A3 STPG1 TGFB1 TNFRSF8 MIR1909_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1909_3P ACTMAP ACTR1B ADGRA1 AHDC1 ARHGDIG ATG9A ATP12A ATP9B B9D1 BAK1 C10orf90 CACNB3 CALB2 CAMK2G CAMKV CANX CARMIL1 CDK16 CHMP6 CLK2 CNOT9 COG6 CREB3L2 CTDSP1 DAB2IP DCHS1 DDR1 DEDD2 DHODH DLC1 DOC2B DPPA4 E2F7 EFHC2 EFHD2 EIF2B5 ELF4 EPHA2 FAM131C FBXL18 FBXL19 FGF1 FHL3 FOXO4 GDPD5 GPR62 GRAMD1B GRID2 GSKIP HM13 HSP90B1 HTR4 IGF1 INO80 IP6K2 ITGAL ITPKB KCTD16 KIF21B KSR2 LHPP LRRC20 MAP1A MARK2 MAZ MEF2D MEX3A MGRN1 MPP2 MTRF1L MYD88 NFAM1 NFASC NFATC2 NFIC NIBAN3 NPTX1 NR6A1 NTNG2 ORC5 ORMDL3 OTOP2 PBXIP1 PDXK PHAF1 PHF21A PLCXD3 PLPPR2 PMEPA1 POLR3C PPP1R9B PRND PRRT2 PSD3 PYCR3 RAB1B RAB5B RAPGEFL1 RBM42 RCBTB2 REEP4 RNF157 RPP14 RPP25 RTL8C RYBP SEMA3F SH3PXD2A SIGMAR1 SNRPN SNURF SNX21 SNX33 SOGA1 SP7 SPINDOC SPTBN4 STK35 STX1B TGFBR2 THEM5 TNRC6B TSKU TSPAN33 TSPAN7 TSPAN9 TTYH3 UBE2M UBTF UGT2B28 UPP2 WDTC1 ZCCHC24 ZFP41 ZMAT2 ZMYM6 ZNF710 ZNFX1 MIR1909_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1909_5P ADGRL3 AEBP2 ARID4A B4GALT1 BAZ1A BCO2 BLOC1S5 C4orf19 CCDC113 COX11 CREB5 EIF4E2 ERBB3 ERICH3 F7 FAM83G GPX4 KBTBD12 KIF3B MEF2C MMD2 MOB4 PLCXD2 POM121 PTPN4 RAPGEFL1 RCBTB2 SERF2 SHOC2 TAF5 TBC1D10A TIGD2 TSPAN16 YY1 ZNF275 MIR190A_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR190A_5P ADGRA1 ADGRE3 ANGPTL1 ANKRD34A ARPC5 ASAP2 AZIN1 BACH2 BCL11A CAMK1D CAT CDIN1 CDKN1B CEBPA CELF4 CFLAR CHD7 CLOCK CPOX CROT CSN2 CSRNP3 CWC27 DAG1 DENND5B DEPDC5 DHRS12 DMD DMXL1 DOCK9 EPC2 ERG FBXO22 FGF14 FNDC3A GPHN HECA IKZF2 IL2 KCNA4 KCNB1 KCNK9 KCNQ5 KLF15 LMBRD2 LPCAT2 MB21D2 MED4 MEGF10 MMAA MRS2 MUC17 MYCBP2 MYO5A NBEA NBPF12 NEUROD1 NHLRC2 NLGN1 NOLC1 OPA3 ORC4 OSBPL6 PALS2 PAX3 PAX6 PHF20L1 PHLPP1 PSMA8 PTHLH RBAK RBL2 RCOR1 ROCK1 SAMD4A SEC14L1 SEC23A SHANK2 SMC6 SPC25 STK35 STK38L STT3A SYNJ1 TANK TAPBP TAS2R14 TBC1D14 TCF4 TMEM161B TNRC6A TNRC6B TNRC6C TOMM5 TP53INP1 TRIM33 TRIM36 TRIM55 TRPS1 VWC2 WDR44 WSB1 XPO1 XRN1 YTHDF3 ZBTB41 ZDHHC15 ZNF280D ZNF529 ZNF585A ZNF665 ZSCAN31 MIR190B_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR190B_3P ACBD7 ACTR2 ADAM9 AGAP1 ANKRD36B ANKRD36C APPBP2 ARHGAP32 ASAP1 B4GALNT1 BACH2 BEND2 C11orf58 C4orf46 C5orf47 C8orf34 CEP57L1 CEP76 CHSY1 CLEC4E CNST COL9A1 COMMD3-BMI1 CPSF6 CTDSPL2 CXCL12 DCAF13 DENND5B DLG2 DNAJA2 DZIP3 E2F4 EFNA5 EPS8 ERCC6 EVI5 F5 FCHSD2 FGF13 FZD6 GALR1 GCH1 GK5 GPATCH2 GPR83 GUCY1A2 HABP2 HACE1 HDHD2 HYCC1 HYCC2 IDE IL18BP IL1RAP INSIG2 KCNQ5 KCTD3 KDM7A KLHL15 KMT2E KRTAP4-11 KRTAP4-8 LPP LRR1 MAGOHB MAPK14 MINDY2 MPZL1 MSTO1 MSX1 MTMR4 MYNN NAA16 NAA30 NEDD4L NEXMIF NIN NOVA1 NREP NUMB NUS1 PARVA PCDH17 PDE3A PEX3 PFKFB2 PLA2G4D PTGFR RAB3C RAB8B RBFOX1 RBM39 RFTN2 RIPOR2 RMI2 RNF111 RNF207 RPGRIP1L RYBP SAMD9 SAMHD1 SEC62 SEPTIN7 SHMT1 SHOC2 SLCO4C1 SMAD2 SMAD9 SMCO3 SNW1 SNX1 SNX2 SOAT1 SOGA3 SRD5A3 SSBP2 STAU2 STX16 TAF5 TBL1XR1 TFAP2A THSD7A TLCD4-RWDD3 TMCC1 TMEM181 TMEM38B TUB UACA UBASH3B USP31 VPS54 WNK3 XG ZBTB20 ZDHHC20 ZDHHC21 ZMYND11 ZNF92 MIR190B_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR190B_5P ADGRA1 ADGRE3 ANGPTL1 ANKRD34A ARPC5 ASAP2 AZIN1 BACH2 BCL11A CAMK1D CAT CDIN1 CDKN1B CEBPA CELF4 CFLAR CHD7 CLOCK CPOX CROT CSN2 CSRNP3 CWC27 DAG1 DENND5B DEPDC5 DHRS12 DMD DMXL1 DOCK9 EPC2 ERG FBXO22 FGF14 FNDC3A GPHN HECA IKZF2 IL2 KCNA4 KCNB1 KCNK9 KCNQ5 KLF15 LMBRD2 LPCAT2 MB21D2 MED4 MEGF10 MMAA MRS2 MUC17 MYCBP2 MYO5A NBEA NBPF12 NEUROD1 NHLRC2 NLGN1 NOLC1 OPA3 ORC4 OSBPL6 PAX3 PAX6 PHF20L1 PHLPP1 PSMA8 PTHLH RBAK RBL2 RCOR1 ROCK1 SAMD4A SEC14L1 SEC23A SHANK2 SMC6 SPC25 STK35 STK38L STT3A SYNJ1 TANK TAPBP TAS2R14 TBC1D14 TCF4 TMEM161B TNRC6A TNRC6B TNRC6C TOMM5 TP53INP1 TRIM33 TRIM36 TRPS1 VWC2 WDR44 WSB1 XPO1 XRN1 YTHDF3 ZBTB41 ZDHHC15 ZNF280D ZNF529 ZNF585A ZNF665 ZSCAN31 MIR1910_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1910_3P ACAA2 ACSL1 ADGRL2 ADNP AFF3 AFF4 AIF1L AKAP6 ALS2 AMPH ANKS1B APBB2 ARHGAP1 ARHGEF6 ARID1B ARRDC4 ASAP1 ATP2B3 ATP8A1 BCAS1 BCL11B BLMH BMP6 BTBD10 C1GALT1 C1orf74 CAMSAP2 CASP7 CCND2 CDKL5 CEP350 CEP85 CLEC3A CMTM7 CNOT4 COX15 CRIPT CRKL CUL5 CYP8B1 DCP1B DDX50 DESI1 DESI2 DPF2 DPY19L1 DUOX1 EGR2 EML6 ENSG00000187186 ERAP1 EVI5 FAM83B FAM8A1 FAM91A1 FIZ1 FRAS1 FXYD6 GOLPH3 GPR107 GSS GYS2 HMBOX1 HMGXB4 HPCAL4 IGDCC4 IGFBP3 IKZF1 IL17A INHA IPO8 JPH3 KCND3 KCNT2 KHDRBS1 KIAA0930 KIF1B KIF3B KPNA3 KRT73 LASP1 LIMCH1 LMBR1L LZTS1 MAP2 MAP3K20 MAP3K9 MB21D2 MBP ME1 ME2 MED15 MMD MTF1 MYLK3 MYO1C MYO1D N4BP1 NCOA3 NECTIN1 NECTIN3 NEXMIF NKTR NT5E NUFIP1 NUP153 OLFM2 OLFM3 OSBPL9 PACS1 PAK1 PAPPA PARVB PDS5A PLP1 PLXDC2 PLXNA2 POT1 PPP1R13L PPP1R3D PPP3CA RAB3C RBFOX2 RBM3 RBM39 RBMXL1 RCC1L RCOR1 REEP1 RNF4 SCML4 SCUBE3 SERPINB8 SETD9 SH2B3 SIRPB1 SLAIN2 SLC66A1 SLC9A6 SMAD2 SMARCAD1 SMIM14 SOX6 SPOCK2 SPRY3 SPTSSB SRPRA ST8SIA2 STIM2 STMN2 STOM STRN SUMO3 SV2B SV2C TAF9B TECPR2 TENT4A TF TIAL1 TMEM121B TMEM154 TMX3 TNS1 TP53INP2 TRAF3 TRIM44 TTPAL ULK2 USP46 USP53 UST VAMP7 VPS54 WASF2 WIPF2 WIPF3 YWHAB ZBTB20 ZC2HC1C ZC4H2 ZFHX2 ZIC3 ZMAT2 ZNF652 ZZZ3 MIR1910_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1910_5P AGO2 ALOX12 ASTE1 ATG10 ATG7 ATRN B4GALT2 BAAT BIVM BSDC1 BTBD7 C1QL1 C6orf120 CALU CELSR3 DEDD2 DENND1B DLX4 DNAAF11 DYNLL1 EMX2 FCF1 FGG GALNT7 GLDC GOPC GTPBP1 HIPK3 HOMER1 JADE1 KCNA6 KCNE1 KCNJ13 KLF2 KMT2A LCP2 LHX8 MAPKAPK5 MATN1 MBTD1 MBTPS2 MEOX1 MFAP3L MGARP NAA30 NEU1 OTUD7B PDE3B PPTC7 PSD3 PTPRK RAB22A RDH10 RGS10 RMND5A SCN2B SEC62 SERPINB8 SLC15A2 SMG7 SMIM7 SOS1 SOX6 SPG21 SPRY3 SRPX2 TEK TLCD3A TPT1 TRAK1 VWA3B WDR17 WDR36 WT1 WTAP ZCCHC10 ZFHX4 ZFP36L1 ZNF426 ZNF462 ZXDC MIR1911_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1911_3P ACTR1A CACNB2 CASR CLXN CXorf58 ENTPD7 FAM98B FBLN5 FGFR1 FOCAD FRK GPR12 HEYL HMGB1 IRX2 KCNA5 KCTD6 KLK15 ME2 NPPC NUBPL NXPE1 OSM PCED1A PDE4D PGM2L1 RCC2 SMAD4 SOGA1 SP100 SPRED1 SRPRA STC1 TIMM17A TMEM126B TMEM132B TPD52L3 VTA1 WWTR1 XKR9 ZC2HC1C ZNF100 ZNF440 ZNF500 ZNF69 ZNF714 MIR1911_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1911_5P ARHGEF33 B3GNT2 BICD2 C6orf62 CRIP3 CSMD3 CTC1 DERA DISC1 DLC1 EIF2AK2 FANCD2OS FRS2 FUT8 G3BP2 GJA1 GPR45 KRTAP24-1 LMTK2 NKAPD1 PDIK1L RASA2 SERF2 SMARCA1 SUSD6 SYTL4 ZNF93 MIR1912_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1912_3P ADAM23 ADCYAP1R1 AKIRIN1 ARID1A ATOH7 BMAL2 CDC25A CDYL2 CLRN1 CLTC CMTR1 CREB1 CXCR1 DDX17 DNAJA1 DPP10 DYM DYNC1I1 ERICH1 FAM20A FAR2 FDFT1 FOXL1 GABARAPL2 GALNT10 GPRASP3 GSDME GSTCD IL20RA ILDR2 JPH3 KDM7A LRRTM2 LYPD1 MEF2C MGAT3 MRE11 MRPL33 MTHFSD MYCN NPAS3 NQO1 NSUN7 PBX1 PCDHB12 PCSK9 PDLIM7 RALA RB1 RBMS1 RCAN2 RGS8 SCEL SCN8A SERAC1 SH3BP5L SHROOM3 SIRPA SLC25A26 SMC4 SMG7 SMIM10L1 SMURF1 SNRPB2 SON SOX1 SOX30 SPCS2 TENM2 TEX261 TFEC TMED2 TMEM64 TNKS2 TRAK1 UBE2Q2P13 UPF1 VPS35 WRNIP1 XK YTHDF3 ZC3HC1 ZCCHC2 ZNF621 ZNF827 ZRANB1 MIR1912_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1912_5P ABCA1 ADD1 AICDA ARL13B AUTS2 BHLHE22 BOD1L1 BRINP1 BSN C6orf62 CALML4 CASD1 CASK CDH11 CDK16 CDYL2 CMTR2 DKK1 DLG3 DPPA5 EPHA7 GABRB2 GPALPP1 GREM2 GRM8 INO80D IPMK KLHDC9 KMT5B LPCAT2 LYPD6 MMP16 MTMR6 NFASC NSA2 OGFRL1 PAX6 PCDH20 PDE4D PDGFD PDPK1 PDS5B PDXDC1 POLK PRKAR1B PROX1 PTPRK RAB1A RASL11B RIPOR1 RNF115 ROBO2 SCARB2 SCN9A SERTAD2 SESN3 SETD5 SETD7 SGCE SLC1A6 SLC25A4 SLC36A4 SLC38A2 SPTLC2 SREBF1 ST8SIA6 TACC1 TENT5A TEX56P TMEM47 TRPC1 TSHZ2 UGCG UGT8 VPS54 WDR44 XPR1 ZFYVE28 ZIC4 ZNF189 ZNF268 ZNF347 ZNF572 ZNF624 ZNF660 MIR1913 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1913 ABCG1 ADAMTS5 ADCY1 ADGRG5 ADIPOR2 AGAP1 AJAP1 ALDH1A2 ANKRD52 ANKS1A AP4S1 ARL16 ARRB1 ASF1A ASIC1 ATAD3B ATP11A BORA BRD2 BRWD1 BTBD9 C22orf39 C3orf18 CADM3 CALR CARM1 CASQ1 CASTOR2 CCDC174 CCDC71L CGREF1 CNIH2 CRELD1 CRTC1 CTNNA3 CYGB CYP19A1 CYP4F11 DEFB132 DESI2 DUSP1 EFNA3 EI24 EP300 ESAM ETV4 FAM131A FOXJ1 FOXP4 FYB1 GABARAPL1 GHITM GIGYF1 GIT1 GSE1 GVQW3 HBP1 HDAC11 HEATR6 HHIPL1 HIC2 HIPK2 HMGN3 IL6R INTS3 INTS6 JAKMIP3 KCNAB2 KCNH3 KDM2A KDM6B KIF3B KIF5C KMT2C LAIR1 LARP1 METTL21A MSI2 MTHFR MTMR3 MYLK2 MYO1E NALF2 NCDN NKIRAS2 NMB NOP2 NOX5 OTUD3 PCTP PDE7B PDP1 PHF19 PI16 PIK3R1 PLEKHO2 PNMA5 POLR3H POM121 PRDM2 PRSS55 PSMF1 PTAFR RAB11FIP4 RIC1 RIMS4 RSPRY1 RXRB SBNO1 SCML4 SETD4 SH2B1 SLC24A4 SMAD7 SORCS3 SPTB SSH2 STIP1 TFB1M THSD7B TMEM101 TMEM104 TMEM132C TMEM178B TMEM239 TMEM249 TMEM67 TOMM40 TPPP TRABD2B TSFM VASP WDR7 WNK1 WNK2 XPO6 YTHDC1 ZFHX3 ZNF25 ZNF3 ZNF500 ZNF512B ZNF780B ZSCAN23 MIR1914_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1914_3P BMF CASP14 CASP2 CD1C CEP20 COMMD9 DHRSX DISC1 DNAI1 DOCK9 FAP FOXP4 GDE1 GOLM2 IGLON5 IL24 KAAG1 KCNQ3 KDM5C KIAA1143 NOVA1 RAB5B ST6GALNAC6 SYP TEX51 TRIM11 TRIM14 VGF ZFYVE28 MIR1914_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1914_5P ACADSB ADAMTS15 ATP1B4 ATP2C1 BCAP29 BMPR1A CALD1 CASKIN1 CCDC57 CDKN2B CEP350 CLN8 CNGA3 DHRS3 DNAJA2 DPYSL5 DUSP26 EMX2 EXOC5 FLRT3 FOXP2 GPR39 HIF3A IBA57 KBTBD2 KCNC4 KCNQ4 MGA MYO16 NCAM1 NELL2 PHEX PLAAT2 PTGR3 RAP2A RAPGEF5 RBMS1 SATB2 SEPHS1 SH2D7 SHISAL1 SKIDA1 SLC33A1 SPSB1 ST18 SYDE1 TBC1D30 TCF20 TOMM5 TOR1AIP2 TRIM14 TSPY1 TSPY10 TSPY2 TSPY3 TSPY4 TSPY8 UBE2Z ZBTB10 ZNF112 ZNF138 ZNF273 ZNF675 ZNF680 ZNF730 ZNF98 MIR1915_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1915_3P ADCY6 ADRA2B ALAD ALX4 ANKRD34C ANKRD52 ARHGAP32 ARMC5 ATF7IP2 BZW1 C12orf75 C17orf97 C1RL CA7 CACFD1 CACNG2 CALCR CD79A CDIP1 CEP250 CHTF8 CLCC1 CPXM2 CXXC1 DAGLA DEAF1 EFR3B EXOC4 FAM53A FBXL18 GDF5 GIGYF2 GRK6 GRM6 GUF1 HEYL HHIPL2 HNF1A ICOSLG IFITM10 IP6K1 ISY1 KCNC1 KCNC2 KCNJ12 KIF13A KLK5 KREMEN1 LARP1 LIN28A LRSAM1 LSS LZTS1 MAFF MAP4 MAPKAPK2 MAU2 MAVS MDM4 MEF2D MGAT3 MICU1 MIDEAS MIGA2 MISP MLEC MMP24 MRTFA MXI1 MYRF NAV1 NCLN NDOR1 NDST1 NECTIN1 NEURL1 NEURL1B NHSL1 NPTX1 NR2E1 OCM OLFML2A OR2H1 ORAI2 OVOL1 PABPC1 PAX7 PCDHGA12 PCDHGC3 PDGFRB PFKFB3 PGPEP1 PKP1 PLEKHG4B PNLIPRP3 PNMA8B PPP2R5D PRAG1 PREX2 PRR30 PRRC2A PRRT4 PTGES2 PTPA RABEP2 RBFA RGS8 RHO RIMS4 RNF216 RNPEPL1 RPH3A SDK1 SET SLA SLC18A1 SLC1A4 SLC24A2 SLC7A8 SNPH SNX33 SOGA1 SORCS2 SPRED3 SPRING1 SPRYD3 SPSB1 SREBF2 SRF STC1 SUFU SUSD2 SYCP2L SYNC SYT7 SZT2 TAGLN2 TCF12 TCF3 TEF TFE3 TGIF2 TMEM120B TMEM132B TMEM184B TMEM217 TMEM245 TMEM250 TMEM94 TNFSF8 TPBGL TRAF3 TRARG1 TRIM67 TSKU TSPAN17 VASH1 VPS37D WNT2B WNT3A WSCD1 XPNPEP2 XRCC3 YPEL4 ZBTB2 ZBTB4 ZC3H12A ZFYVE27 ZNF426 ZNF471 ZNF474 ZNF483 ZNF609 MIR1915_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1915_5P AAK1 ACSS3 ANKRD66 BET1L CALU CEP70 CHN1 CNKSR2 DAPK1 DIO2 EAF1 FOXF1 HS6ST3 IL1RN JADE1 KRT40 MAP2K4 MCU MTMR3 MTMR9 MYPN NAV1 NCOA2 NOP14 PCLAF PKP1 RAB14 RAB1B RBAK SGIP1 SSUH2 STIMATE SULF1 SYT4 TCP10L TFE3 ZCCHC24 ZFYVE16 ZGPAT ZNF138 ZNF28 ZNF35 ZNF468 ZNF600 ZNF785 ZNF813 MIR191_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR191_5P ADAM9 CASTOR2 CBLN4 CREBBP DBT DDHD1 INO80D LRP8 MGST3 NEURL4 NRCAM ORC3 SATB1 SPO11 TAF5 TJP1 TMOD2 YBX3 ZBTB34 ZCCHC8 MIR192_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR192_3P ABL2 ALOX15 AMFR ARL5A ATP6V1G2 BDNF BEND4 BMPR2 BRWD3 BTBD6 C16orf87 C6orf120 CAMK2N1 CASD1 CC2D2A CCDC14 CCNE2 CD46 CDC27 CHMP4C CLCN3 COLEC10 DAB1 DLEU7 DPF3 DTD2 EBF2 EDN3 ESYT3 FAS FLG2 FOXF1 FRS2 FRY FUT11 FZD4 GABRA4 GABRB2 GOLPH3 GRAP2 HS6ST3 IGF2 IGF2BP1 IL17RD KANSL1 KDELR2 KLHL1 LRAT MAP3K2 MAP7 METAP2 MYLK NFAT5 NFKBIZ NR1H4 NSD3 PHYKPL PKN2 PLEKHO2 POLR2C PRRG1 RAB1A RHEX RNF11 RNF212 RNF6 RPS6KA6 SESN3 SLC35F3 SPIRE1 SRSF1 ST8SIA1 STK39 SV2C TAGAP TAPT1 TCEA1 TEAD1 TMED2 TMED7 TMEM117 TMEM187 TMOD2 TMTC2 TOB1 TRERF1 TSHZ3 TTYH2 UBE2G1 UBE2Q2 UBR2 USO1 USP44 WIPF3 ZC3H12C ZC3H6 ZEB2 ZNF254 ZNF318 ZNF561 ZNF608 MIR192_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR192_5P ANAPC10 ARFGEF1 ATF1 BHLHE22 CAMSAP2 CRYBG3 CXCL2 DNAH5 DYRK3 EREG FRMD4B IFI44L LPAR4 MCPH1 MTMR4 NIPAL1 NKAIN2 NSF OSBPL10 PABPC4 PCDH7 PCDH9 PDP1 PREPL PRKD3 RAB2A RPAP2 SCN3A SRSF6 STX7 TMLHE TMPO UTP25 WDR44 WNK1 ZEB2 MIR193A_3P_MIR193B_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR193A_3P_MIR193B_3P AAK1 ABCB8 ABI2 ADARB1 ADGRE5 AIMP2 AJUBA AP2M1 AREL1 ARHGEF12 ATF7IP2 CADM1 CARF CBX7 CCDC28A CCND1 CLOCK CLTC CNOT6 CREBRF CYREN DCAF7 DMXL2 DNAAF4 EARS2 EPHA5 ERBB4 ETS1 ETV1 FAT4 FHDC1 FLI1 GPR20 HEG1 HNRNPUL2 HOXD13 IGFBP5 IL17RD INO80D KCNJ2 KIT KRAS LAMC1 LAMC2 LRP4 LYRM2 MAPK10 MARF1 MSANTD2 NAV3 NF2 NT5E OSMR P2RX5 PIGA PLAG1 PLAU PLCH1 PLXNC1 RAPGEF6 RBMXL1 RGMA RRAS2 RUNX1T1 SIAH1 SLC10A6 SLC16A6 SOS2 SRSF2 ST6GALNAC5 TAOK1 TAPT1 TGFBR3 TIMM8B TSC1 UBP1 UPRT USP53 VN1R1 WDR82 YWHAZ ZBTB25 ZMAT3 ZNF618 MIR193A_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR193A_5P ACVR1 ARHGEF11 ARID1B ARPP21 BLID C18orf25 CASTOR3P CDADC1 CEBPG CEP57 CHTF8 CLCA2 CNBD2 CYTH3 DCLK1 DGKK DHX34 DMRT2 DNTTIP2 DSCAML1 DSG1 EZHIP GRIK5 KDELR3 MRPL35 NET1 NETO2 PAPPA PEX11A PLCG2 POLR1H RIGI SF3A3 SLC30A5 SLC4A10 SPRY4 TIPARP TRAT1 UBE2D2 USO1 WARS1 YTHDF1 ZNHIT6 ZSCAN32 MIR193B_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR193B_5P AIF1L AK3 ARL4C ARL8B BRI3BP C5orf22 CAMK1D CFAP210 CFAP47 CLIP3 CRLF2 DLX3 DND1 DPH6 DVL3 EIF1AD EPG5 FAM216B FAP FBXL20 FCHSD1 GAL3ST1 GMPPA GRIK5 GTF2A1 HNRNPAB IGLL5 LRRTM1 LTN1 MAML2 MKS1 NFATC2 NIP7 PCDH17 PI4KB PLEKHH2 PLS1 PRAP1 RORC SBNO2 SCN3B SEPHS2 SLC14A1 SLC17A8 SLC22A6 SLC25A53 SLC4A7 SMAP1 SYN1 TBC1D19 TENT2 TFAP4 TMEM87A TNFRSF11B TRAM2 UQCRB XYLB YY1AP1 ZFP36L1 ZMAT4 ZNF189 MIR194_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR194_3P ACLY ADAMTS15 AP1M1 AP1S1 ARHGAP24 ARHGAP32 BBIP1 BMP8A CACNG2 CARD16 CASP2 CLDN2 COL27A1 DEPDC1 DIRAS2 DNAAF9 DTX1 EID1 ERI2 FBXW7 FERMT1 GJB4 GNPTAB GNS GRIN1 HOXA1 HYCC2 JADE2 KCNAB2 KDM1A KRTAP4-11 LEPROT LPGAT1 MARCKSL1 MBOAT2 MLLT10 MRI1 NACC2 NCKAP1L NIPBL NRM NSD1 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 PCSK5 PGA3 PGA4 PGA5 PPARD PPP2R2D PPP6R3 PREPL RAP1GDS1 RASL12 RUNX2 SF3A2 SH3TC2 SHCBP1L SMCR8 SMIM21 SMURF1 SZRD1 TAB2 TBC1D25 TBC1D2B TRIM62 TTC28 UCK1 WBP11 XPO5 YWHAE ZBTB25 ZNF516 ZNF607 ZNF791 MIR194_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR194_5P ABCB10 ACBD3 ACHE ACVR2B ANGPTL1 ARHGAP21 ARID2 ATP2C1 ATP6V1H BCKDHA BICD2 BNIP2 BRMS1L BTBD7 C18orf25 C18orf32 C21orf91 CADM1 CAPS2 CASK CDK14 CEP170 CHD1 CHD4 CHD6 CHORDC1 CLCN5 CLEC2A CNPY1 CNR1 CPED1 CTDSPL2 CUL4B CXCL3 DACH1 DISC1 DSTYK DYRK1A EMCN EPC2 EPHA5 ERG ERGIC2 EVC2 FAM169A FBXW7 FGA FLI1 FOXE1 FZD6 GORAB GOT2 GPATCH2 GPATCH2L GRHL2 GYG1 HBEGF HECTD2 HHLA2 HNF1B HOOK3 HSPA4L IGF1R ITPKB ITSN1 IVNS1ABP JADE1 KCTD17 KDM5A KHDRBS2 KIAA1210 KLF12 KMT2C KMT5A KRT25 LAMP2 LCOR LIN52 LIN7C LINC02902 LINGO2 LPXN LRCH2 LRRFIP1 LSAMP LUC7L3 LURAP1L LYN MAP2 MEP1A MGAT4A MID1IP1 MIDEAS MINDY2 MRS2 MTMR6 MTSS1 NAA50 NACA NEMP1 NFAT5 NIPSNAP3B NMB NRN1 NTNG1 NUDC NUF2 NWD2 ONECUT2 OR51E2 OSBPL11 OSBPL8 OSTM1 OTULIN PAIP2 PARVA PDHB PELO PHLDA1 PHLPP1 PITPNM2 PJA2 PPFIBP1 PPP3CA PPTC7 PRICKLE2 PTPN12 PTPN2 PTPN20 QKI RAB38 RAB3B RAI1 RAP1B REV3L RHEB RNF125 RNF217 RNGTT RPL17-C18orf32 RSBN1L RSF1 RUFY2 RXRA SAMD4A SATB1 SDC4 SEC24B SEPHS1 SETD5 SFRP2 SFXN3 SGCE SLC10A7 SLC12A2 SLC12A6 SLC1A3 SLC25A27 SLC28A1 SLC30A1 SLC7A5 SLK SMKR1 SNAP91 SOX5 SPRED1 SPTY2D1 SSH2 STAU2 STEAP2 SUMO2 TAF4 TAOK1 TBRG1 TCEAL4 TENT5A TMED5 TMEM108 TRIM23 TSPAN1 TSPAN7 TTC7B U2SURP USP44 USP6NL WAPL WDR37 WWP1 XPNPEP3 YAP1 YTHDF1 ZFAND5 ZFHX3 ZFHX4 ZNF516 ZNF532 ZNF615 MIR195_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR195_3P ABCE1 ACER3 ACOX1 ACP1 ADCYAP1 AGL ALDOB ANKRD13C ANXA7 AP4E1 ARAP2 ARFGEF1 ATAD1 ATP2C1 ATP6V1C2 ATP7A AZIN1 B2M BAHCC1 BBS10 BCHE BCOR BROX BTBD8 BTG3 C16orf87 C18orf54 CADM2 CBLN2 CCDC141 CCDC82 CCN2 CCT6A CD200 CDC42BPB CDH9 CDK1 CDK17 CFAP65 CFL2 CHIC1 CHML CILK1 CLASP2 CLOCK CLTC CMTM7 CNR1 CNTN3 CNTN4 CNTNAP3 CNTNAP3B COG6 COL11A1 COMMD3-BMI1 COMMD8 CPEB2 CTNND2 CTTNBP2 CUL2 DCAF8L1 DCUN1D5 DENND1B DIP2B DPY19L4 DSTYK DYNLT2B ERAP1 ETF1 FAM111A FAM181A FAM91A1 FBXO28 FGF14 FGL2 FMNL2 FRK FSD1L GABRG1 GALNT1 GINS1 GPATCH2 HAND2 HIRA HNRNPA0 HYCC2 ID1 IDI1 IFIT2 INPP1 INTU IPO7 IRF6 ITGB8 IYD KCNMB2 KDM7A KERA KHDC4 KIAA0408 KLF2 KRTAP4-5 LARGE1 LLGL1 MACIR MAP10 MARCHF6 MBD5 MEI4 MFSD14B MIER3 MIPOL1 MLLT11 MME MOB1B MTARC2 MTF2 MTHFD2L MTMR6 NAB1 NAT2 NBEAL1 NCAM2 NEGR1 NETO1 NEXMIF NFYB NGLY1 NOVA1 OBI1 OLA1 OMA1 OR2L13 PAFAH1B1 PALS1 PBRM1 PCGF3 PDLIM5 PEX5L PI4K2B PIAS2 PLAG1 PLAGL1 PLAUR PLCXD3 PLPPR4 PPP4R4 PREX2 PRKAA1 PRKG1 PRLR PRMT3 PSMA8 PSMC6 PTER PTPN12 PTPN13 PURA RAB1A RAB6A RAB6B RAB6D RAI14 RAP1A RB1CC1 RBFOX1 RBL1 RC3H1 RCN2 RDM1 RGMB RGS2 RGS5 RNF44 RORA RPE RPP30 SCN2A SDK2 SEPSECS SGIP1 SHQ1 SIN3B SLC2A13 SLC38A2 SLC44A5 SNRK SOAT1 SOGA3 SP8 SPOPL SPRED1 STRN TBC1D12 TCP1 TDG TENT4A THAP9 THSD7B TLK1 TMBIM4 TMED7 TMEM161B TMLHE TNPO1 TSHZ1 TSPAN19 TUBB TUBB2B UBE2B UBE2I UFL1 USP16 VDAC1 VPS50 WNT5A ZCCHC10 ZFP30 ZFP36 ZFX ZNF107 ZNF117 ZNF236 ZNF254 ZNF273 ZNF280D ZNF41 ZNF569 ZNF678 ZNF681 ZNF699 ZNF714 ZNF746 ZNF99 MIR195_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR195_5P ABCF3 ABHD2 ABL2 ACOX1 ACSL4 ACTR2 ACVR2A ACVR2B ADAMTS3 ADAMTS6 ADGRL1 ADRB2 AGO1 AGO4 AHCYL2 AK4 AKT3 AMER1 AMMECR1 AMOT AMOTL1 ANKRD46 ANKS1A ANKUB1 ANLN ANO3 ANXA11 APLN AREL1 ARFGAP2 ARHGAP12 ARHGAP20 ARHGAP32 ARHGDIA ARIH1 ARL2 ARL3 ARMCX2 ARMH4 ARPP19 ASH1L ATF6 ATG13 ATG14 ATG9A ATXN1L ATXN2 ATXN7L1 ATXN7L2 ATXN7L3 ATXN7L3B AVL9 AXIN2 BAG4 BCL11B BCL2L2 BMPR1A BTAF1 BTG2 BTRC BZW1 C12orf76 C1QL3 C1orf21 C2orf42 C2orf72 CACNA1E CACNA2D1 CACUL1 CAPRIN1 CAPZA2 CARM1 CASK CASR CBX2 CBX4 CBX6 CC2D1B CCDC6 CCDC83 CCDC88C CCND1 CCND2 CCNE1 CCNJL CCNT1 CD2AP CD3E CD47 CD80 CDC25A CDC27 CDC37L1 CDC42SE2 CDCA4 CDHR1 CDK17 CDK5R1 CDK8 CEP55 CEP85L CFAP45 CHAC1 CHD2 CHEK1 CHIC1 CHPT1 CHUK CLCN4 CLDN12 CLOCK CLUH CMC4 CMPK1 CNOT6L COBLL1 COL12A1 COP1 COPS7B CPD CPEB2 CPEB3 CPSF7 CREBRF CSDE1 CSRNP1 CUX1 CXCR5 CYB561A3 CYP26B1 CYP2S1 DCLK1 DCP1A DDX3X DDX3Y DENND1B DENND2C DENND4A DEPDC4 DESI1 DIXDC1 DLEU7 DLL1 DMPK DMTF1 DNAJA2 DNAJB4 DPY19L4 DRD1 DYNC1LI2 DYRK1B E2F3 EDA EGLN1 ELAC1 ELL ELL2 ELMOD1 ENAH ENSG00000275993 EPB41L4B EPC1 EPHA7 EPHB2 ETNK1 EXOC3L2 EXT2 EYA1 EZH1 FAM110C FAM133B FAM135A FAM81A FAM89A FAM91A1 FASN FBXL20 FBXO21 FBXW7 FERMT2 FGF2 FGF7 FGF9 FGFR1 FLT3 FNTA FOXK1 G0S2 G2E3 GABARAPL1 GALNT13 GALNT7 GAREM1 GATAD2A GCC2 GFAP GGA3 GHR GLS2 GNAT1 GOLGA1 GPATCH8 GPN1 GPR63 GRM7 GSTCD HECTD1 HECTD4 HELZ HEPHL1 HERC6 HIGD1A HIPK2 HMBOX1 HMGA1 HOXA10 HSPA4L HSPG2 HTR2A HTR4 IARS1 IFT74 IGF1R IGF2R IHH IKBKB IL7R ILDR2 INSR IPO7 IPPK ISLR ISM2 IVNS1ABP JARID2 JPH3 KANK1 KCNG4 KCNJ2 KCNK10 KCNN4 KCTD8 KDSR KIF1B KIF21A KIF23 KIF3B KIF5B KIF5C KLHL2 KPNA3 KRTAP11-1 KRTAP4-6 LAMC1 LAMP3 LARGE2 LATS1 LDLRAD2 LGR5 LITAF LRIG1 LRIG2 LRP2 LRP6 LRRK1 LRRN3 LSM11 LURAP1L LUZP1 LYPLA2 MAMSTR MAN2A2 MAP2K1 MAP3K13 MAP3K9 MAP7 MASP1 MBNL2 MCU MED26 MEOX2 MEX3C MFN2 MGAT4A MIB1 MIDEAS MIGA1 MKNK1 MKX MNT MOB3B MOB4 MOV10 MTFR1L MTMR3 MYB MYBL1 MYEF2 MYLK MYO5A MYO5B MYRIP N4BP1 NAA25 NAPG NAV1 NCS1 NECTIN1 NF1 NFATC3 NHLRC2 NOB1 NOS1 NR2C2 NRBP1 NRN1 NRP2 NSG1 NSMF NUFIP2 NUP50 OGT OMG OOEP OTX1 P3H2 PABIR2 PAFAH1B1 PAFAH1B2 PAG1 PAPPA PARVA PCDH17 PCDH9 PCMT1 PDE3B PDIA6 PDK4 PDZD8 PEDS1-UBE2V1 PELI2 PEX13 PHF19 PIAS2 PIK3R1 PIP4P1 PIP4P2 PISD PLAG1 PLEKHA1 PLPP1 PLRG1 PLXNA4 PLXNC1 PNPLA6 POU2F1 PPM1A PPM1E PPP1R11 PPP2R1B PPP6R3 PPT2 PRDM4 PRKAR2A PRRC2C PTCH1 PTH PTPN3 PTPN4 PTPRD PTPRR QKI RAB11FIP2 RAB30 RAB9A RAB9B RAD23B RAD50 RARB RASEF RASGEF1B RASSF8 RBBP6 RBM12 RBM24 RBM6 RBPJ RECK RELN RET RETREG2 RFK RFX3 RGMA RICTOR RIF1 RIMKLB RNF10 RNF144B RNF217 ROCK2 RORA RPS6KA3 RPS6KA6 RREB1 RS1 RSBN1 RSPO3 RTN3 RTN4 RUNDC3B RUNX1T1 SALL1 SALL3 SALL4 SAMD10 SAV1 SCN8A SCOC SEC24A SEH1L SEL1L3 SEMA3A SEMA3D SEMA5B SEMA6D SEPTIN2 SERBP1 SESN1 SESTD1 SETD3 SGK1 SH3GL2 SHOC2 SIK1 SIPA1L2 SIRT4 SKI SLC11A2 SLC12A2 SLC13A3 SLC15A4 SLC20A2 SLC25A37 SLC2A14 SLC2A3 SLC35G1 SLC36A1 SLC39A10 SLC4A4 SLC6A11 SLC9A6 SLIT2 SMAD7 SMIM13 SMURF1 SMURF2 SNRPB2 SNTB2 SNX16 SOBP SOCS6 SON SOX6 SPAG7 SPRED1 SPRYD3 SPTBN2 SPTLC1 SREK1 SRPRA SSR1 SSTR3 ST7L ST8SIA3 STK33 STOX2 STRADB STXBP3 STXBP5 SUCO SUMO3 SUZ12 SVIP SYDE2 SYNJ1 SYNRG SYPL1 SYT3 SYT4 TAB3 TARBP2 TBL1XR1 TBP TBPL1 TCAIM TENM2 TFAP2A TFCP2L1 TGFBR3 TGIF2 TLK1 TLL1 TMC7 TMCC1 TMEM100 TMEM135 TMEM154 TMEM178B TMEM183A TMEM199 TMEM245 TMEM268 TMEM74B TNFSF13B TNRC6B TRABD2B TRAM1 TRANK1 TRIM66 TSC22D2 TTC14 TUBA4A UBE2Q1 UBE2V1 UBE4A UBE4B UBFD1 UBN2 UBQLNL UBR3 UNC13A UNC5D UNC80 UROS USP15 USP25 USP3 USP31 USP42 USP44 UTP25 VEGFA VPS33B VPS4A VTI1B WBP11 WEE1 WIPI2 WNK3 WNT3A WNT4 WNT7A WWC1 XPO7 YRDC YTHDC1 YWHAH ZBTB20 ZBTB34 ZBTB39 ZBTB44 ZBTB46 ZC2HC1A ZC3H13 ZCCHC2 ZCCHC3 ZDHHC15 ZFHX3 ZFHX4 ZMAT3 ZMYM2 ZNF367 ZNF449 ZNF548 ZNF622 ZNF691 ZNHIT6 ZNRF2 ZNRF3 ZSCAN31 MIR196A_1_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR196A_1_3P A1CF AAK1 AASS ABCB7 ACBD3 ACYP2 ADAMTS9 ADIPOQ ADSS2 AFF2 AFF4 AHDC1 AK2 ALDH6A1 ALOX15 AMOT AMOTL1 APPBP2 AR ARFGEF2 ARHGAP28 ARHGEF6 ARL6IP5 ARL6IP6 ARRDC3 ARSB ARSJ ASB7 ASTN1 ATF7IP ATG14 ATP11B ATP2B2 ATXN1 AZI2 B4GALT1 B4GAT1 BICC1 BMF CA8 CAAP1 CACNA2D1 CACNB4 CAMKK2 CAND1 CARNMT1 CCDC34 CCDC89 CCK CCND2 CD1E CD47 CD9 CDC42 CDH4 CDK17 CDK6 CENPH CEP41 CEP85L CERS3 CHSY3 CLDN12 CMIP CNOT6 CNTN4 CNTNAP2 CNTROB COL16A1 COL22A1 CPA4 CPEB3 CPNE3 CPNE4 CRY1 CSRNP3 CTDSPL CUL4B CXXC4 CYLD CYRIA DACH1 DCAF12L1 DCC DCX DEPDC1B DGKB DGKG DIS3 DLG1 DMRTC1 DMRTC1B DNAJB11 DPYSL2 DSCAM DSG3 DYNLT3 DYRK1A EDEM3 EGR4 EI24 EIF1B EIF4B ELL ELOVL5 ENOX2 EPB41L2 EPPK1 ERBB4 ETV1 EVI5 FAM168A FAM83A FAN1 FAXC FBXO15 FBXO38 FBXO43 FER FGF13 FSBP FSTL5 FXN GABRA1 GABRA4 GAP43 GDA GDAP2 GDPD1 GHR GIT2 GLS GMDS GNG4 GNPTAB GOLGA6L6 GOLPH3 GPATCH2L GRIA3 GRPEL2 GUCY1A2 HBEGF HCFC1 HERC5 HIPK3 HIVEP1 HMGN2 HMMR HNRNPA2B1 HS3ST4 HSD3B7 HTATIP2 HTR1B IL1A IL6 ING3 IRAG1 IRF2 IRF2BPL ITGAV JADE3 JOSD1 KCNMB2 KDM4B KDM7A KHDRBS1 KHDRBS2 KIF20A KLF12 LEKR1 LGALSL LIN7C LIN9 LPCAT4 LRRC25 LZTFL1 MAGEA10 MAP3K19 MAP7D2 MEAF6 MICU3 MID2 MLF1 MLLT10 MOB3C MORC1 MPPED2 MRPL2 MRTFB MSL2 MTMR10 MYBL1 MYEF2 NAA16 NAV2 NBEA NCAM2 NCKAP5L NCOA2 NDUFA5 NEDD9 NEK7 NFAT5 NHS NIPAL4 NMD3 NRG1 NXPE3 OXGR1 PACRGL PAK3 PAPPA PARD6G PARP11 PBRM1 PBX2 PCDH10 PCDH11X PCDH11Y PCDH20 PCDH7 PCDH9 PCDHA2 PCGF5 PDE3B PDIK1L PELO PER3 PEX3 PHACTR2 PHF8 PHTF2 PI4K2B PIK3R1 PITPNC1 PLAUR PLOD2 PLXNA2 PMP2 POGLUT1 POLR1D POLR3G PPIG PPP1R9A PPP4R4 PPP6R2 PRDM2 PRKAA1 PRKAR2A PRR14L PRTG PSAPL1 PSD3 PTGIS QKI RAB10 RABL6 RAD54B RBBP4 RBM17 RBM46 RBMS3 RCAN2 RCOR1 RFK RGS13 RGS7 RHOBTB1 RIOK2 RNF11 RNF111 RNF149 ROBO1 RORA RPRD1A RPRD2 RREB1 RUNX2 RWDD2B SAMD4A SAR1A SBNO1 SEMA6A SENP1 SEPSECS SERPINE2 SESN3 SETD5 SH2B1 SH3TC2 SHROOM4 SHTN1 SKIL SLC11A2 SLC12A6 SLC39A8 SLC44A5 SLC4A4 SLC5A3 SLC6A11 SLMAP SMAP1 SMARCA1 SMARCAD1 SNTB1 SNX30 SOX4 SOX6 SOX9 SP4 SPATA2 SPATA5 SPECC1 SPRING1 SRGAP2 SRSF8 SSB SSR1 ST6GAL2 STAT3 STK39 STX11 SUPT16H SYCP1 SYDE2 SYNPO2 SYT1 SYT4 SYT6 TAFA4 TBC1D1 TBL1XR1 TBP TCEA1 TCF4 TDRD1 TENT4B TET1 TET2 TFRC TGFBR3 THBS2 TIPARP TLCD5 TLE4 TLK1 TMCO1 TMEM123 TMEM135 TMEM179B TMEM225 TMEM267 TMEM30A TMEM33 TMEM38B TMPRSS13 TMTC2 TMX4 TNFSF10 TPGS2 TRA2A TRAF3 TRIM6 TRMT5 TRPC5OS TSC22D2 TSHZ3 TSN TTC26 TULP4 U2SURP UBE2E2 UBE2W UBE3A UGCG UGT8 USP32 USP33 USP9Y UTY VAMP3 VPS41 WASF3 WDR26 WDR44 WEE1 WNK3 WNT7B WTAP XIAP XPO6 ZBTB1 ZC2HC1A ZC3H6 ZDHHC17 ZFPM2 ZHX3 ZKSCAN1 ZNF236 ZNF331 ZNF678 ZNF783 ZNHIT6 ZNRF3 MIR196A_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR196A_3P AATK ACOT11 ADD1 AK5 AKAIN1 AMIGO2 ANKIB1 ANKRD13A AP1M1 ARF4 ASRGL1 ASXL3 ATF7 ATL2 ATXN1 BACH2 BNC2 BRAF BRWD3 C9orf72 CAPN2 CARF CCDC141 CCDC28A CCR8 CDC42BPA CHST1 CLRN1 CNOT6 CORO1C CREB5 CUL5 CYB5B CYFIP1 DCUN1D1 DENND1B DLG2 DPY19L3 DUSP22 DUSP3 EFNB1 EGLN1 EGR3 EIF3A EIF3J ELAVL4 ENO4 EPAS1 FGF9 FILIP1L FLRT3 FOXN2 FOXO3 FRS2 GAB1 GEMIN8 GPR12 GPR6 GSE1 HAPLN4 HNRNPLL HRH4 INO80C INO80D IQCH JAG1 JAZF1 KPNA1 KSR2 MAP7D2 MAPK8 MAPRE1 ME1 MED28 MSANTD2 MSRB3 MTSS1 NALF2 NAPB NCKAP1 NDFIP1 NPHS2 NPPA NRXN1 NUFIP2 PAPSS2 PBRM1 PLK4 PNPLA1 PPP3R1 PRKCI PTP4A1 RAB32 RABGAP1 RAP2A RBBP9 REEP5 RLN2 RTL9 SDC1 SEC22C SEC31A SLC25A37 SOCS6 SOCS7 SORBS2 SP1 SPIRE1 SPTBN1 SRF SYDE1 SYPL1 TEX2 TRPC4AP TSNAX TUBB2B UFL1 USO1 VANGL1 WASL ZNF280B ZNF436 ZNF483 ZNF704 ZNF805 MIR196A_5P_MIR196B_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR196A_5P_MIR196B_5P ABL1 ACER2 AQP4 ARHGAP28 BRAP CASK CBFA2T3 CCDC47 CCNJ CEP350 CREBL2 DCDC2 DENND6A DIP2A DYNC2LI1 ELAVL4 EPHA7 ERI2 EXOC8 FNIP1 FRMD4B GALC GAN GATA6 GPATCH2L GPRASP1 GTF2A1 HAND1 HIP1 HMGA2 HOXA5 HOXA7 HOXA9 HOXB6 HOXB7 HOXC8 IGF2BP1 IGF2BP3 KCNJ2 LCOR LRIG2 LRIG3 LRP1B MAP3K1 MAP4K3 MAPK8 MCM9 MECP2 NAP1L1 NKAPD1 NR2C2 NR6A1 NRAS NTN4 NXPE3 OPA3 P2RY1 PACRGL PBX1 PHF20 PHF8 PLD1 POLR3D PPP1R15B PRKG1 PRTG PSMD11 PTPRG RASGRP1 RASSF3 RBM8A RCC2 RDX RNF10 SEMA3A SFMBT1 SLC9A6 SMC3 SNX16 SNX24 SRRT ST6GALNAC5 TAFA5 TMEM121B TRERF1 TRMT10A TRMT1L TSTD3 TYW5 VAX1 VSNL1 ZMYND11 ZNF281 ZNF850 MIR196B_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR196B_3P ANGPTL3 CDH7 LRRC1 MCTP2 PPFIBP1 UNC13A MIR1972 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1972 ACVR1 ADGRL2 AP3S2 ARPIN-AP3S2 BLCAP BNIP3L CARNS1 CDC25B CDK16 CEP350 CHTF8 CLDN9 CNTLN COL13A1 COL18A1 COQ10A CYP27B1 DENR DGKK DNAJA2 DOP1A DPP6 EMC2 FAM120C FGF14 FJX1 FMR1 GAS2 GBP7 GSKIP HOGA1 ID3 IDS IGF2 IL18BP ING1 ISY1-RAB43 ITGB1BP1 ITPR3 KDF1 KIAA1549L KLF7 LASP1 LHFPL4 LRRC17 MAB21L3 MAP3K19 MDGA2 MECP2 MICALL1 MRPL49 MTHFR MTMR2 MYCBP2 NCAPG NCBP2 NDC1 NPNT NTNG1 ODF2 ONECUT2 PDXP PHETA1 PITPNM2 PTMA PTPRJ RAB38 RGL1 RXRA SCN3B SCNN1G SGCD SIRPB2 SLC39A7 SLC41A1 SLC66A2 SLC6A6 SLITRK4 SMIM14 TACR1 TADA3 TBCA TCF7L1 TEF TMCC2 TMEM132B TMEM234 TMEM25 TMEM30B TOR1AIP2 TREM1 TRIM24 USP46 USP9X WIF1 XPO7 YTHDC1 ZBTB20 ZDHHC3 ZNF292 MIR1973 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1973 IRF2BPL MAFF SHC4 TBX15 TMEM80 ZMYND8 MIR1976 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1976 ABHD15 ACP6 ATP11A ATXN1 ATXN7L1 BACH2 CAMK1G CBR1 CD40 CLEC12A CREM CTDSPL2 CUL5 DAD1 DCAF10 DDX6 DENND5A DHX38 ENTREP2 ERC1 EVC F2RL2 FAM114A2 FOSL2 FRMD5 GALNT10 GATA3 GCNA HMGA2 HNRNPA1 HNRNPA1L2 IL36RN KCNC1 KCNJ13 KIF14 LDLRAD4 LPP MMP11 MMP16 MYCBP NAV3 NEK6 NFAM1 NUDCD3 OTUD1 OXR1 PARD3B PCMTD1 PISD PLA2G12B PLAC8 PLCH1 RAB10 RGS9BP RND3 RRP7A RSAD1 RWDD1 RXFP1 SCML2 SEPTIN5 SIT1 SLC24A3 SLC25A42 SLC6A17 SLC9A5 SNX8 SPSB4 SPTY2D1 STK38L SYNPO2 TBL1XR1 TCFL5 TMEM144 TTPAL TULP4 UBAP2 WDR93 WDTC1 ZBTB43 ZFP41 ZNF138 ZNF182 ZNF268 ZNF75A MIR197_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR197_3P ADAT2 ADO AKAP5 ANXA7 ARL6IP1 ARMC1 ATP6V1A BEND3 C11orf71 C5orf24 CBL CCDC85C CD109 CD53 CD99 CDK8 CECR2 CILP CLNS1A CSF1 CTNNA1 CTNND1 DDX52 DOCK9 EAF1 EED ETF1 EYA1 FAM227A FBXO42 FGF12 FMN1 FOXP2 FZD3 GOSR2 HCAR1 HEATR5B IFNA17 IFNA4 IGFBP3 IL1RAP INA JAK2 KPNA6 KRBOX5 LYSMD3 MAPK8 MEAF6 MEF2A MEIOB MINAR1 MTX3 MUC4 NAP1L4 NRF1 NYAP2 P4HA1 PHACTR2 PIANP PITPNB PLEKHA5 PPFIBP1 PPM1E PSME4 PTPN9 RCAN2 RCOR1 RELCH RFC1 RPL36A-HNRNPH2 SEPTIN10 SERTAD4 SHCBP1 SLC30A9 SLC44A1 SLC47A2 SMAP1 SS18 SST STAG2 SVOP SYNGAP1 TAL1 TMEM19 TMEM265 TMEM87A TRIM25 TRIT1 TTPAL TXLNG TXNDC12 UBR3 UGCG ZIC3 ZNF181 ZNF189 ZNF264 ZNF34 ZNF614 ZZZ3 MIR197_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR197_5P AASS AKR1B1 ANAPC10 ARHGEF28 ARL5A ATRNL1 BCL6 BLID BTG2 CBX5 CD86 CDIPT CDKL4 CEACAM1 CHD9 CNOT6 COLEC12 EPHA5 ETNK2 FAM78A FURIN GPD1 ICAM5 IL6ST ITPRID1 KCNIP2 KIF3C LILRA1 LRP3 MLX MSRB2 MTUS2 MYO10 NDUFAF3 NUP93 OST4 PCLAF PFDN2 PHC3 PHF20 PPP1R1B PTAR1 PYGO2 RBMX RESF1 RSBN1 SEC14L5 SLC23A2 SLC26A7 SLC38A4 SLC41A1 SMARCA2 SPPL2C SPRED3 TEP1 TGS1 TMC1 TMEM81 TRMT10A ULBP1 YAE1 ZBTB22 ZNF124 ZNF239 ZNF875 MIR198 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR198 ABCF2 ADAM28 ADARB1 ADGRB3 AMOTL2 APH1A ATG12 CBS CDY1 CDY1B CEP350 CHD1 CLMN CNR1 COA6 CTBP2 DDR2 DENND2D EI24 ENSG00000274276 ENTPD6 ESF1 FGF11 FGFRL1 FSD1L FUT8 GARIN1B H3-3A HMGA1 HSD17B13 IL10RA KCNH4 KDM5C LRP5L MAPK12 MBNL2 METAP2 MFSD14B MSR1 NEMP2 NOX1 NRIP1 OTX1 OTX2 PBX1 PGC PIK3CA PLXDC2 POU3F3 PRSS16 PRY PRY2 PTEN PUM2 RAB11A RAD51 RAPGEF4 RBM20 RBMS3 RETREG1 RFX2 RGS12 RPAP2 RPL41 RPUSD3 RYR2 RYR3 S1PR3 SAR1A SCG2 SEPHS2 SLC6A2 SLITRK5 SLU7 SNCAIP SOGA1 SPATA6 SRGAP1 STAC2 STAT6 TASOR TCEA1 TCF21 TMOD2 TNC TNFSF4 TRIM60 TXNDC9 VBP1 ZFHX4 ZFP36L2 ZFP62 ZNF362 MIR199A_3P_MIR199B_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR199A_3P_MIR199B_3P ACVR2A ACVR2B ADAM10 ADAMTS3 ADAMTSL3 ADD3 ADRB1 AEBP2 AK4 ALX4 AMZ2 ANKRD44 ANKRD61 APLF APLP2 ARHGEF3 ARL15 ASAP2 ATAD1 ATRX BCAR3 C2orf49 C9orf40 CBLL1 CCDC85C CD2AP CDK17 CDK7 CDNF CELSR2 CEP85L CHAD COL12A1 CPEB4 CREBRF CSRP2 CTNNA2 CXADR CYB5R4 CYP1B1 DCBLD2 DEPDC1B DNHD1 DNMT3A EBF1 EMC1 EPG5 ERBB4 ESRP1 ETNK1 FAM199X FGF7 FN1 FUBP1 FXR1 G3BP2 GALNT7 GNA12 GORAB GRK3 HIC2 IFFO2 ITGA3 ITGA6 ITGA8 ITGB8 ITPK1 KATNBL1 KDM3A KDM5A KDM6A KIAA0319L KLHL3 LAMP3 LIN28B LLGL2 LPAR4 LRP2 LRRC1 MAP3K2 MAP3K4 MAP3K5 MCFD2 MECP2 MED12L MPP7 MS4A7 MVB12B NAA25 NACC1 NECTIN2 NEDD4 NET1 NIBAN1 NID2 NLK NLRP1 NOVA1 NTRK2 PAK4 PAWR PCDH7 PDE4B PHLPP2 PIK3CB PLAG1 PLCB1 PLEKHH1 PNRC1 PON2 PPP2R5E PPP4R2 PROSER1 PRPF40A PSD2 PTPN3 PTPRC PTPRZ1 QKI RAP2A RAPH1 RB1 RBM47 RFX3 RP1 RPS6KA6 RUNX1 SCD SDC2 SEMA3A SERPINE2 SH3GLB1 SINHCAF SLC20A2 SLC24A2 SLC39A10 SLC44A5 SLITRK6 SMIM8 SOS2 SP1 TAB2 TAOK1 TBX3 TGIF2 TMEM62 TPPP TUBGCP3 UBQLN1 VAMP3 VPS33A WDR47 WFDC8 ZHX1 ZNF217 MIR199A_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR199A_5P ABCA1 ABHD17C ACVR2B ADD3 AFTPH AGAP1 AKAP1 ANK3 ANKRD23 AP1G1 ARF6 ARHGAP12 ARHGAP21 ARRB2 ASRGL1 ATG14 ATP13A2 ATXN7 AUTS2 BCAM BEND3 BICC1 BLTP1 BTRC CACNB2 CACUL1 CCDC120 CCDC43 CCDC88C CCNJ CCNL1 CDCA7L CECR2 CELF2 CELSR1 CEP350 CLCN3 CLEC2D CLIP1 CREBRF CRYBG3 CSDC2 CYP51A1 DDR1 DENND6A ECE1 EIF5B ETS1 FAM222B FBXO4 FER FLRT3 FZD4 FZD6 GCNT2 GIT1 GNG5 GPR63 GPR89A GPR89B GPRC5A GSK3B HAPLN1 HIF1A HMCN1 HSPA12A HSPA5 HYCC2 IL36B INO80D IPO8 ITGA3 ITGA8 KDM3B KL KLHL29 KPNA4 LIN7C LXN M6PR MAB21L1 MAP3K11 MARCHF7 MARCHF8 MGAT3 MGAT4B MICAL3 MINDY3 MYRF NAA40 NCSTN NFIL3 NINL NLK NPAS2 NPY2R NSG1 NTNG1 NUDT5 P3H2 PAN3 PAX3 PAXBP1 PDE4D PDPN PI4KA PIK3CD PLEKHF2 PLXNA2 PLXND1 PODXL POU3F2 PPARGC1A PPFIBP1 RAB7A RAD23B RALGAPA1 RASSF2 RASSF3 RBM47 RBPMS RCSD1 RFX3 RGMA RNF11 RNF38 SACS SERPINE1 SHOC2 SIRT1 SLC24A3 SLC25A23 SLF2 SMARCD1 SORCS3 SOS2 SULF1 SUN1 TAB3 TAF9B TAFA2 TGFB2 TMEM220 TMEM245 TPR TSPAN6 TST TUBG1 TXNL1 UBAP1 USP31 USPL1 VPS26A WAPL WDR76 WDTC1 ZBTB20 ZFAND4 ZFP90 ZFYVE27 ZNF189 ZNF195 ZNF329 ZNF418 ZNF426 ZNF439 ZNF440 ZNF468 ZNF479 ZNF516 ZNF544 ZNF559 ZNF559-ZNF177 ZNF563 ZNF579 ZNF584 ZNF589 ZNF704 ZNF763 ZNF773 ZNF776 MIR199B_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR199B_5P ABCA1 ABHD17C ACVR2B ADD3 AFTPH AGAP1 AKAP1 ANK3 ANKRD23 AP1G1 ARF6 ARHGAP12 ARHGAP21 ARRB2 ASRGL1 ATG14 ATP13A2 ATXN7 AUTS2 BCAM BEND3 BICC1 BLTP1 BTRC CACNB2 CACUL1 CCDC120 CCDC43 CCDC88C CCNJ CCNL1 CDCA7L CECR2 CELF2 CELSR1 CEP350 CLCN3 CLEC2D CLIP1 CREBRF CRYBG3 CSDC2 CYP51A1 DDR1 DENND6A ECE1 EIF5B ETS1 FAM222B FBXO4 FER FLRT3 FZD4 FZD6 GCNT2 GIT1 GNG5 GPR63 GPR89A GPR89B GPRC5A GSK3B HAPLN1 HIF1A HMCN1 HSPA12A HSPA5 HYCC2 IL36B INO80D IPO8 ITGA3 ITGA8 KDM3B KL KLHL29 KPNA4 LIN7C LXN M6PR MAB21L1 MAP3K11 MARCHF7 MARCHF8 MGAT3 MGAT4B MICAL3 MINDY3 MYRF NAA40 NCSTN NFIL3 NINL NLK NPAS2 NPY2R NSG1 NTNG1 NUDT5 P3H2 PAN3 PAX3 PAXBP1 PDE4D PDPN PI4KA PIK3CD PLEKHF2 PLXNA2 PLXND1 POU3F2 PPARGC1A PPFIBP1 RAB7A RAD23B RALGAPA1 RASSF2 RASSF3 RBM47 RBPMS RCSD1 RFX3 RGMA RNF11 RNF38 SACS SERPINE1 SHOC2 SIRT1 SLC24A3 SLC25A23 SLF2 SMARCD1 SORCS3 SOS2 SULF1 SUN1 TAB3 TAF9B TAFA2 TGFB2 TMEM220 TMEM245 TPR TSPAN6 TST TUBG1 TXNL1 UBAP1 USP31 USPL1 VPS26A WAPL WDR76 WDTC1 ZBTB20 ZFAND4 ZFP90 ZFYVE27 ZNF189 ZNF195 ZNF329 ZNF418 ZNF426 ZNF439 ZNF440 ZNF468 ZNF479 ZNF516 ZNF544 ZNF559 ZNF559-ZNF177 ZNF563 ZNF579 ZNF584 ZNF589 ZNF704 ZNF763 ZNF773 ZNF776 MIR19A_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR19A_3P ABCA1 ABCB7 ABCC3 ABHD17C ABHD5 ABR ACADSB ACBD5 ACOX3 ACSL4 ACTN1 ADCY1 ADCY7 ADCY9 ADIPOR2 ADNP ADRB1 ADSS2 AFF1 AFTPH AGPAT5 AKAP1 AMMECR1L ANKIB1 ANKRD29 ANKRD42 ANO1 APPL1 AQP5 ARAP2 ARC ARFGEF1 ARFIP1 ARHGAP11A ARHGAP12 ARHGAP21 ARIH2 ARMC8 ARPP19 ARRDC3 ARRDC4 ARSD ASAP2 ASXL2 ATF2 ATG14 ATG16L1 ATL2 ATP10A ATP12A ATP2C1 ATP6V0E1 ATP6V1B2 ATXN1 ATXN1L ATXN7 ATXN7L1 AUH B3GALNT2 B4GALT5 BAG5 BAMBI BEND3 BEND4 BLCAP BMP3 BMPR2 BNC2 BNIP2 BPTF BRWD1 BRWD3 BTAF1 BTBD7 BTF3L4 BTG1 C11orf96 C2CD5 C2orf42 CAB39 CACNA1C CACUL1 CAMSAP1 CAMSAP2 CAND1 CAPRIN2 CASP10 CAST CASTOR2 CBLB CBLN2 CBX6 CCDC126 CCDC6 CCDC88A CCM2 CCNA2 CCND1 CCND2 CCNL1 CCNT2 CCPG1 CCSER2 CD164 CDC42BPA CDS1 CEP350 CEP55 CFL2 CGN CHD2 CHIC1 CHST1 CLIP1 CLIP4 CLOCK CLTC CNGA3 CNKSR2 CNOT6 CNOT6L CNOT7 CNTFR COX8C CPD CRACD CREBRF CSMD1 CYLD CYP2U1 DBN1 DCBLD2 DCUN1D3 DDX3X DDX3Y DDX6 DENND6A DESI2 DICER1 DIPK1A DLC1 DLG5 DLX3 DMXL2 DNAAF9 DNAI1 DNAJA2 DNAJB1 DNAJC16 DOCK10 DOCK3 DOCK4 DPYSL5 DSEL DTNA DUSP7 E2F8 EBF2 EDARADD EEIG1 EFNB2 EHBP1 EIF4G2 ELL2 ELMOD2 ELOVL5 EMC7 EMX2 ENC1 ENPP5 EOGT EPHX4 EPN2 EPS15 ERBB3 ERBB4 EREG ESR1 ETV5 EXOC5 EXOC6B EYA1 F3 FAM114A1 FAM168A FAM234A FAM43A FAM76B FAM83D FASTK FAT3 FBXO32 FBXO48 FBXO8 FHIP1A FLNC FMR1 FNDC3A FOXP1 FOXP2 FRMD4A FUT9 FZD6 G3BP2 GABARAPL1 GAREM1 GET3 GIGYF1 GIT2 GJA1 GOLGA6A GOLGA6B GPCPD1 GPR137B GRAMD1B GRIN2A GRK6 GRM1 GRSF1 GSC GSKIP GTDC1 GTF2A1 GTF2H1 GULP1 HBP1 HCFC2 HDLBP HECW2 HERC4 HIC1 HIP1 HIPK1 HIPK3 HNRNPUL1 HNRNPUL2 HOMER1 HPRT1 ID2 IFI44L IGF1 IGFBP3 IL15 IL26 IMPDH1 INO80D ITCH ITGA2 ITGA6 ITGB8 ITSN1 IVNS1ABP JADE1 JAZF1 JRKL KBTBD8 KCNA4 KCNC4 KCNJ2 KCNQ5 KHDC4 KIAA1217 KIAA2013 KIF13A KIF3A KLF10 KLF13 KLF7 KLHL11 KLHL20 KLHL42 KPNA3 KPNA6 KRTAP3-1 LDLR LGALSL LIMCH1 LIN9 LLGL2 LONRF1 LONRF3 LRIG1 LRIG3 LRP2 LRP2BP LRRTM2 LSM12 LY75 MAB21L2 MACF1 MAGI2 MAP3K1 MAP3K12 MAP3K2 MAP4K3 MAPK1 MAPK14 MAPK6 MAPK8 MATN3 MB21D2 MBD2 MBD6 MBNL2 MBNL3 MDFIC MDM1 MDM4 MECOM MECP2 MED12L MED13 MED26 MEF2A MEMO1 MEX3C MFSD6 MGAT5 MICAL2 MID1 MIER1 MIGA2 MKRN1 MLLT6 MMGT1 MOB1B MOSMO MPHOSPH9 MPPED2 MRTFB MSI2 MSMO1 MTCL1 MTMR6 MTRR MYCL MYCN N6AMT1 NAALADL2 NALF1 NAP1L2 NAPB NAV3 NBEAL2 NCKAP5 NCOA4 NDFIP2 NEUROD1 NFIA NFIB NFIC NLK NPAS2 NPEPL1 NPTN NR3C2 NRBP1 NRK NUP54 OSBPL11 OTUD1 OTUD7B P3R3URF-PIK3R3 PAK6 PARP8 PARPBP PATL1 PCDH10 PCDH15 PCDH7 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 PDE3B PDE5A PDIK1L PFN2 PGM2L1 PGR PHF12 PHF13 PHF14 PHLDA3 PHTF2 PI15 PIK3CA PIK3CB PIK3R3 PITPNM2 PITX1 PKNOX1 PLAA PLCB1 PLS1 PLXNA4 PLXNC1 PMEPA1 PNRC1 PON2 POSTN POU3F2 POU4F1 PPARA PPFIA2 PPP1R12A PPP2R5E PPTC7 PRC1 PRICKLE2 PRKAA1 PRKACB PRR5L PRRT3 PRUNE2 PSAP PSG1 PTEN PTPRD PTPRG PYGO2 QKI RAB14 RAB18 RAB1A RAB21 RAB8B RABGAP1 RACGAP1 RAF1 RAI2 RALGPS1 RAP1A RAP1B RAP2C RAPGEF2 RAPGEF4 RASSF2 RBBP8 RBCK1 RBMS1 RBMS3 RCOR1 REEP3 REST RFX4 RGL1 RHEBL1 RHOB RICTOR RIMKLA RIN2 RNF11 RNF111 RNF145 RNF167 RNF216 RNF44 ROBO2 ROR1 RORA RPS6KA5 RTN1 RUNX2 S100PBP S1PR1 SAMD4A SAMD8 SATB1 SBF2 SCN3A SCUBE3 SDC1 SEC11A SEC61A2 SECISBP2L SEL1L SEMA4C SEPTIN7 SERINC3 SERPINB12 SERPINE1 SESN3 SF3B3 SGK1 SH3D19 SH3KBP1 SHANK1 SHCBP1 SIN3B SIPA1L1 SIVA1 SIX4 SKIDA1 SKIL SLC12A7 SLC16A7 SLC24A3 SLC25A6 SLC26A7 SLC2A13 SLC31A2 SLC35F1 SLC37A1 SLC49A4 SLC4A7 SLC6A11 SLC6A6 SLC6A8 SLC9A6 SMAD5 SMARCA2 SMCR8 SMG1 SMOC1 SMURF1 SNTG1 SNX17 SOCS1 SOCS3 SOCS5 SOGA1 SOS2 SOX4 SOX5 SOX6 SP100 SPATA2 SPOCK1 SPTSSB SRGAP2B SRGAP2C SRSF6 ST3GAL5 ST8SIA3 STK26 STK32B STK35 STOX2 SULF1 SUZ12 SV2A SYN1 SYNM SYT1 SYT11 TAF4 TAOK1 TBK1 TBR1 TCIM TENT2 TENT5A TENT5B TET3 TFCP2L1 TGIF1 TGM3 THSD7A TIA1 TMBIM6 TMEM45A TMEM47 TMEM64 TNFAIP3 TNFRSF11A TNFRSF12A TNKS TNPO2 TNRC6B TNRC6C TRIM23 TRIM33 TSC1 TSHZ3 TTC9 TUB TXLNA UBE2A UBE2D2 UBE2D3 UBL3 UHMK1 USP12 USP13 USP33 USP8 VAMP3 VPS35 VPS37A VPS4B VSTM2B VTI1A WAC WBP1L WBP4 WDFY3 WDR1 WDR20 WDR26 WDR44 WDR45B WNK1 WNT3 YIPF6 YTHDF2 ZBTB10 ZBTB11 ZBTB14 ZBTB18 ZBTB20 ZBTB4 ZBTB46 ZDHHC18 ZDHHC23 ZDHHC7 ZER1 ZFP91 ZFYVE26 ZFYVE9 ZMAT3 ZMYND11 ZNF217 ZNF320 ZNF367 ZNF385B ZNF445 ZNF469 ZNF516 ZNF518A ZNF521 ZNF609 ZNF644 ZNF680 ZNF716 ZNF827 ZNF831 ZNRF3 MIR19A_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR19A_5P AAK1 ABCB10 ABRAXAS1 ACACB ACVR1C AGFG1 AGO1 AGPAT3 AJAP1 ALDH1A2 ANKRD36B ANKRD52 ANKS1B ANO3 ARPC5 BBX BCL11B BRINP1 C1QTNF9 CAB39 CAMTA1 CCN2 CENPF CENPN CFL2 CGGBP1 CHL1 CNOT7 COG5 CP CRACDL CREB1 CREB3L1 CREBL2 CREBRF CSRNP2 DCLK1 DERL1 EDN1 EDNRB EIF2S1 EIF4G2 ELAVL4 ELOVL6 EMP1 ESCO2 EXOSC8 FAM120A FARP1 FAXC FBXO8 FGF13 FHL5 FKBP5 FLRT3 FRMD4A FSCN3 FYTTD1 GABPA GABRB2 GATM GNA13 GNAQ GPATCH11 GRIK2 GSTA2 HIPK1 HIVEP2 HNRNPR HOXA2 HSPB8 IFI35 IKZF5 IL17A IL23R ITPRIPL2 KCND2 KIAA1549 KLHL15 KMT2E LATS1 LIN28B LIN7C LRRTM3 MAN1A2 MEX3D MKX MOSMO MPP7 MS4A4A MSRB3 NEK7 NIPBL NR2E1 NR4A3 NRXN1 NTS PALLD PAN2 PCDHGA7 PDE1C PGR PHF20 PHYHIPL PLCB4 PLEKHO2 PLXDC2 PMPCB PNPLA4 POLQ PPARGC1A PRDM13 PSMC1 PTCD2 PTPRJ PUM2 PURB RBMS3 RLIM RNF169 RORA RPP14 RUNX2 SEL1L SETD6 SEZ6L SGIP1 SLC35F1 SLC39A8 SLC44A1 SLC6A8 SLITRK4 SMCO3 SPRED2 STXBP5 TENM1 TET2 THAP11 TMEFF2 TMEM131 TMEM192 TMEM255A TNPO1 TNS4 TPD52L3 TRIM7 TRPS1 TTC30A TUB UBE2D4 UBE2R2 UBR7 UNC5C USP50 WDSUB1 WWP1 XIAP XKR6 ZBTB2 ZFAND1 ZMYM5 ZNF28 ZNF345 ZNF439 ZNF468 ZNF578 ZNF600 ZNF611 ZNF761 ZNF765 ZNF808 ZNF813 ZNF816 ZNF845 ZNF860 ZNF888 MIR19B_1_5P_MIR19B_2_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR19B_1_5P_MIR19B_2_5P ABCB10 ABRAXAS1 ACACB ACVR1C AGFG1 AGO1 AGPAT3 AJAP1 ALDH1A2 ANKRD36B ANKRD52 ANKS1B ANO3 ARPC5 BBX BCL11B BRINP1 C1QTNF9 CAB39 CAMTA1 CCN2 CENPF CENPN CFL2 CGGBP1 CHL1 CNOT7 COG5 CP CRACDL CREB1 CREB3L1 CREBL2 CREBRF CSRNP2 DCLK1 DERL1 EDN1 EDNRB EIF2S1 EIF4G2 ELAVL4 ELOVL6 EMP1 ESCO2 EXOSC8 FAM120A FARP1 FAXC FBXO8 FGF13 FHL5 FKBP5 FLRT3 FRMD4A FSCN3 FYTTD1 GABPA GABRB2 GATM GNA13 GNAQ GPATCH11 GRIK2 GSTA2 HIPK1 HIVEP2 HNRNPR HOXA2 HSPB8 IFI35 IKZF5 IL17A IL23R ITPRIPL2 KCND2 KLHL15 KMT2E LATS1 LIN28B LIN7C LRRTM3 MAN1A2 MEX3D MKX MOSMO MPP7 MS4A4A MSRB3 NEK7 NIPBL NR2E1 NR4A3 NRXN1 NTS PALLD PAN2 PBX1 PCDHGA7 PDE1C PGR PHF20 PHYHIPL PLCB4 PLEKHO2 PLXDC2 PMPCB PNPLA4 POLQ PPARGC1A PRDM13 PSMC1 PTCD2 PTPRJ PUM2 PURB RBMS3 RLIM RNF169 RORA RPP14 RUNX2 SEL1L SETD6 SEZ6L SGIP1 SLC35F1 SLC39A8 SLC44A1 SLC6A8 SLITRK4 SMCO3 SPRED2 STXBP5 TENM1 TET2 THAP11 TMEFF2 TMEM131 TMEM192 TMEM255A TNPO1 TNS4 TPD52L3 TRIM7 TRPS1 TTC30A TUB UBE2D4 UBE2R2 UBR7 UNC5C USP50 WDSUB1 WWP1 XIAP XKR6 ZBTB2 ZFAND1 ZMYM5 ZNF28 ZNF345 ZNF439 ZNF468 ZNF578 ZNF600 ZNF611 ZNF761 ZNF765 ZNF808 ZNF813 ZNF816 ZNF845 ZNF860 ZNF888 MIR19B_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR19B_3P ABCA1 ABCB7 ABCC3 ABHD17C ABHD5 ABR ACADSB ACBD5 ACOX3 ACSL4 ACTN1 ADCY1 ADCY7 ADCY9 ADIPOR2 ADNP ADRB1 ADSS2 AFF1 AFTPH AGPAT5 AKAP1 AMMECR1L ANKIB1 ANKRD29 ANKRD42 ANO1 APPL1 AQP5 ARAP2 ARC ARFGEF1 ARFIP1 ARHGAP11A ARHGAP12 ARHGAP21 ARIH2 ARMC8 ARPP19 ARRDC3 ARRDC4 ARSD ASAP2 ASXL2 ATF2 ATG14 ATG16L1 ATL2 ATP10A ATP11A ATP12A ATP2C1 ATP6V0E1 ATP6V1B2 ATXN1 ATXN1L ATXN7 ATXN7L1 AUH B3GALNT2 B4GALT5 BAG5 BAMBI BEND3 BEND4 BLCAP BMP3 BMPR2 BNC2 BNIP2 BPTF BRWD1 BRWD3 BTAF1 BTBD7 BTF3L4 BTG1 C11orf96 C2CD5 C2orf42 CAB39 CACNA1C CACUL1 CAMSAP1 CAMSAP2 CAND1 CAPRIN2 CASP10 CAST CASTOR2 CBLB CBLN2 CBX6 CCDC126 CCDC6 CCDC88A CCM2 CCNA2 CCND1 CCND2 CCNL1 CCNT2 CCPG1 CCSER2 CD164 CDC42BPA CDS1 CEP350 CEP55 CFL2 CGN CHD2 CHIC1 CHST1 CLIP1 CLIP4 CLOCK CLTC CNGA3 CNKSR2 CNOT6 CNOT6L CNOT7 CNTFR COX8C CPD CRACD CREBRF CSMD1 CYLD CYP2U1 DBN1 DCBLD2 DCUN1D3 DDX3X DDX3Y DDX6 DENND6A DESI2 DICER1 DIPK1A DLC1 DLG5 DLX3 DMXL2 DNAAF9 DNAI1 DNAJA2 DNAJB1 DNAJC16 DOCK10 DOCK3 DOCK4 DPYSL5 DSEL DTNA DUSP7 E2F8 EBF2 EDARADD EEIG1 EFNB2 EHBP1 EIF4G2 ELL2 ELMOD2 ELOVL5 EMC7 EMX2 ENC1 ENPP5 EOGT EPHX4 EPN2 EPS15 ERBB3 ERBB4 EREG ESR1 ETV5 EXOC5 EXOC6B EYA1 F3 FAM114A1 FAM168A FAM234A FAM43A FAM76B FAM83D FASTK FAT3 FBXO32 FBXO48 FBXO8 FHIP1A FKBP15 FLNC FMR1 FNDC3A FOXP1 FOXP2 FRMD4A FUT9 FZD6 G3BP2 GABARAPL1 GAREM1 GET3 GIGYF1 GIT2 GJA1 GOLGA6A GOLGA6B GPCPD1 GPR137B GRAMD1B GRIN2A GRK6 GRM1 GRSF1 GSC GSKIP GTDC1 GTF2A1 GTF2H1 GULP1 HBP1 HCFC2 HDLBP HECW2 HERC4 HIC1 HIP1 HIPK1 HIPK3 HNRNPUL1 HNRNPUL2 HOMER1 HPRT1 ID2 IFI44L IGF1 IGFBP3 IL15 IL26 IMPDH1 INO80D ITCH ITGA2 ITGA6 ITGB8 ITSN1 IVNS1ABP JADE1 JAZF1 JRKL KBTBD8 KCNA4 KCNC4 KCNJ2 KCNQ5 KHDC4 KIAA1217 KIAA2013 KIF13A KIF3A KLF10 KLF13 KLF7 KLHL11 KLHL20 KLHL42 KPNA3 KPNA6 KRTAP3-1 LDLR LGALSL LIMCH1 LIN9 LLGL2 LONRF1 LONRF3 LRIG1 LRIG3 LRP2 LRP2BP LRRTM2 LSM12 LY75 MAB21L2 MACF1 MAGI2 MAP3K1 MAP3K12 MAP3K2 MAP4K3 MAPK1 MAPK14 MAPK6 MAPK8 MATN3 MB21D2 MBD2 MBD6 MBNL2 MBNL3 MDFIC MDM1 MDM4 MECOM MECP2 MED12L MED13 MED26 MEF2A MEMO1 MEX3C MFSD6 MGAT5 MICAL2 MID1 MIER1 MIGA2 MKRN1 MLLT6 MMGT1 MOB1B MOSMO MPHOSPH9 MPPED2 MRTFB MSI2 MSMO1 MTCL1 MTMR6 MTRR MYCL MYCN N6AMT1 NAALADL2 NALF1 NAP1L2 NAPB NAV3 NBEAL2 NCKAP5 NDFIP2 NEUROD1 NFIA NFIB NFIC NLK NME7 NPAS2 NPEPL1 NPTN NR3C2 NRBP1 NRK NUP54 OSBPL11 OTUD1 OTUD7B P3R3URF-PIK3R3 PAK6 PARP8 PARPBP PATL1 PCDH10 PCDH15 PCDH7 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 PDE3B PDE5A PDIK1L PFN2 PGM2L1 PGR PHF12 PHF13 PHF14 PHLDA3 PHTF2 PI15 PIK3CA PIK3CB PIK3R3 PITPNM2 PITX1 PKNOX1 PLAA PLCB1 PLS1 PLXNA4 PLXNC1 PMEPA1 PNRC1 PON2 POSTN POU3F2 POU4F1 PPARA PPFIA2 PPP1R12A PPP2R5E PPTC7 PRC1 PRICKLE2 PRKAA1 PRKACB PRR5L PRRT3 PRUNE2 PSAP PSG1 PTEN PTPRD PTPRG PYGO2 QKI RAB14 RAB18 RAB1A RAB21 RAB8B RABGAP1 RACGAP1 RAF1 RAI2 RALGPS1 RAP1A RAP1B RAP2C RAPGEF2 RAPGEF4 RASSF2 RBBP8 RBCK1 RBMS1 RBMS3 RCOR1 REEP3 REST RFX4 RGL1 RHEBL1 RHOB RICTOR RIMKLA RIN2 RNF11 RNF111 RNF145 RNF167 RNF216 RNF44 ROBO2 ROR1 RORA RPS6KA5 RTN1 RUNX2 S100PBP S1PR1 SAMD4A SAMD8 SATB1 SBF2 SCN3A SCUBE3 SDC1 SEC11A SEC61A2 SECISBP2L SEL1L SEMA4C SEPTIN7 SERINC3 SERPINB12 SERPINE1 SESN3 SF3B3 SGK1 SH3D19 SH3KBP1 SHANK1 SHCBP1 SIN3B SIPA1L1 SIVA1 SIX4 SKIDA1 SKIL SLC12A7 SLC16A7 SLC24A3 SLC25A6 SLC26A7 SLC2A13 SLC31A2 SLC35F1 SLC37A1 SLC49A4 SLC4A7 SLC6A11 SLC6A6 SLC6A8 SLC9A6 SMAD5 SMARCA2 SMCR8 SMG1 SMOC1 SMURF1 SNTG1 SNX17 SOCS1 SOCS3 SOCS5 SOGA1 SOS2 SOX4 SOX5 SOX6 SP100 SPATA2 SPOCK1 SPTSSB SRGAP2B SRGAP2C SRSF6 ST3GAL5 ST8SIA3 STK26 STK32B STK35 STOX2 SULF1 SUZ12 SV2A SYN1 SYNM SYT1 SYT11 TAF4 TAOK1 TBK1 TBR1 TCIM TENT2 TENT5A TENT5B TET3 TFCP2L1 TGIF1 TGM3 THSD7A TIA1 TMBIM6 TMEM45A TMEM47 TMEM64 TNFAIP3 TNFRSF11A TNFRSF12A TNKS TNPO2 TNRC6B TNRC6C TRIM23 TRIM33 TSC1 TSHZ3 TTC9 TUB TXLNA UBE2A UBE2D2 UBE2D3 UBL3 UHMK1 USP12 USP13 USP33 USP8 VAMP3 VPS35 VPS37A VPS4B VSTM2B VTI1A WAC WBP1L WBP4 WDFY3 WDR1 WDR20 WDR26 WDR44 WDR45B WNK1 WNT3 YIPF6 YTHDF2 ZBTB10 ZBTB11 ZBTB14 ZBTB18 ZBTB20 ZBTB4 ZBTB46 ZDHHC18 ZDHHC23 ZDHHC7 ZER1 ZFP91 ZFYVE26 ZFYVE9 ZMAT3 ZMYND11 ZNF217 ZNF320 ZNF367 ZNF385B ZNF445 ZNF469 ZNF516 ZNF518A ZNF521 ZNF609 ZNF644 ZNF680 ZNF716 ZNF827 ZNF831 ZNRF3 MIR1_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1_3P ACER2 ACTB ADAM12 ADAR ADGRA3 ADPGK AJUBA AKAP11 ANKRD29 ANP32E ANXA2 ANXA4 AP1B1 AP1G1 AP1S1 API5 ARCN1 ARF3 ARF4 ARHGAP20 ARPC3 ASH2L ASRGL1 ASXL3 ATF2 ATG13 ATP6V1A AZIN1 BACH2 BCL11A BCL7A BDNF BHLHE22 BPNT1 BSCL2 BTAF1 C2orf69 CAAP1 CAP1 CAPRIN1 CAVIN2 CBL CCDC146 CCDC170 CCDC32 CCL2 CCSAP CD2AP CDK14 CDKL5 CEBPZ CERS2 CHSY1 CITED2 CLCN3 CLOCK CLTC CNN3 COL19A1 CORO1C CPEB1 CPED1 CREB5 CREBL2 CREM CTTNBP2NL CWC15 DACH1 DCP2 DDX5 DDX55 DGKH DLG1 DRD1 E2F5 EBPL EDN1 EEIG1 EIF1AX EIF4E ELF1 EML3 EPHB1 ETS1 FAIM FAM168A FAM72A FAM72B FAM72C FAM72D FAM91A1 FBXL14 FBXO33 FBXW7 FLI1 FN1 FNDC3A FNDC3B FOSB FOXP1 FRS2 FUBP1 FUT3 G6PD GCH1 GCLC GIPC2 GIT1 GJA1 GLCCI1 GLCE GNPDA2 GOLPH3 GPD2 GPR137C GPR158 GPR6 GPR85 GRK6 HACD3 HACE1 HELZ2 HIGD1A HIPK3 HIVEP3 HMBOX1 HMGN1 HNRNPU HP1BP3 HS3ST3B1 HSP90B1 HSPD1 HYCC1 IFT52 IGF1 IMPACT INMT INSM1 INTS6 IP6K2 JARID2 JOSD1 KANK4 KAT6A KAT6B KCNIP3 KCNJ2 KCNMB2 KCTD10 KIF2A KLF4 KMT2E KMT5B KTN1 LAMP2 LASP1 LIPI LRATD1 LRCH1 LRRC8A MAB21L1 MAL2 MAP4K2 MAP4K3 MATR3 MAX MBLAC2 MCHR1 MCTP1 MEA1 MECOM MEOX2 MET METTL21A MEX3C MFSD14A MGAT4A MINDY2 MIPOL1 MMD MMD2 MMRN1 MON2 MPP7 MRO MSANTD2 MTX1 MXD1 MYLK MYOCD NAB1 NALF1 NBEA NCL NCOA1 NDRG3 NEDD9 NET1 NETO2 NEXMIF NFAT5 NFATC2 NFATC3 NINJ1 NOL4L NRP1 NT5C1B-RDH14 NUP50 NXT2 OSBPL7 PABPC1L2B PALS1 PAX3 PAX7 PBX1 PCARE PCDHB13 PDCD10 PDCD4 PDE7A PDIK1L PDK3 PEAK1 PFDN1 PHAX PHF6 PHIP PICALM PIK3C2A PIRT PLPPR4 PLXNA4 POGK PPIB PPP4R2 PPP4R3B PRDM10 PREX1 PRKACB PRKCE PTPN1 PTPN14 PTPRG RAB5A RABGAP1L RAD54B RARB RBM27 RFLNB RFWD3 RGS7 RICTOR RIMOC1 RIMS4 RIT2 RNF138 RNF145 RNF165 RNF38 RTN4IP1 S100A7A SAMD8 SAMSN1 SATB1 SCAF11 SEC22B SEC23B SEC61A1 SEC63 SEMA6D SERP1 SFRP1 SH3TC2 SKIC8 SLC10A7 SLC25A22 SLC25A25 SLC25A30 SLC25A36 SLC25A53 SLC29A3 SLC35B3 SLC35G1 SLC37A3 SLC38A3 SLC39A10 SLC39A9 SLC44A1 SLC6A11 SLC7A2 SLC8A1 SLC8A2 SMARCB1 SMARCC1 SMIM14 SNAI2 SNX2 SOWAHC SOX9 SP2 SPRED1 SPRN SRGAP2 SRI SRSF1 SRSF9 SS18 STAG2 STARD7 STC2 STK39 STMN2 SULF1 SUSD1 SYT1 TAF1B TAGLN2 TBC1D15 TBCK TBX18 TBX3 TFE3 THAP12 THBS1 THRB TIMP3 TMCC1 TMEM135 TMEM178A TMEM243 TMSB4X TNKS2 TNPO2 TNS3 TOX3 TPM4 TPPP TRA2B TRAPPC3 TRIM2 TSPAN4 TTC7B TWF1 UBE2H UBE4A UHMK1 UNC119B USP33 UST UTRN VAMP4 WBP1L WDR1 WDR48 WIPF2 WNK3 WWC1 XPO6 YWHAQ YWHAZ ZBTB4 ZBTB41 ZBTB6 ZEB2 ZFP36L1 ZFP36L2 ZMAT3 ZNF24 ZNF250 ZNF280D ZNF281 ZNF326 ZNF547 ZNF800 MIR1_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR1_5P AHR ANKRD27 ARID1A ASPN ATF2 AURKA BICD1 BORA C1orf94 CAND1 CDH19 CFAP20DC CISD3 CLDND1 CNOT6L CSMD3 CTNNA2 CYP7A1 DAB2IP DENND1B DGKH DMXL1 DTL ELAPOR2 ERAP1 ERRFI1 FAM162A FAM81A FBXO45 FEZ2 FNIP1 FOXO3 FUCA1 FUT9 GNPAT GRHL1 HIKESHI KDM6A KIAA0825 LSM8 MAP3K8 MAPK8 MSI2 MYBL1 N4BP2 NUDCD2 PAG1 PAIP2B PDHX PHLDB2 PROX2 PRPF39 PSMA2 PWP1 PYGO1 RP1 RPS6KA5 SLC25A40 SLC40A1 SNTB1 SNX6 SREK1 SRSF6 SSR3 STK17B TACC1 TGIF1 THOC7 TMEM192 TMEM242 TRIM6 TRPC3 TSC22D2 TSHZ1 UCHL5 UGCG UHMK1 VCL VPS13D VPS54 XKR4 YTHDC1 ZC3H4 ZMYM5 ZNF567 ZNF677 MIR200A_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR200A_3P ABHD18 ABL2 ACADSB ACO1 ACOT7 AK2 ALKAL2 ALS2 ANGPTL1 ANKRD44 ANP32E AP3S1 APBB2 AQP11 ARFGEF3 ARHGEF18 ARL4A ARPC5 ARRB1 ASTN1 ATL1 ATP8A1 ATP8A2 ATXN1 ATXN7 B3GNT5 BBS10 BEAN1 BICD2 BMT2 BNC2 BRD3 BRMS1L C11orf54 C14orf28 C1orf21 C21orf91 C2orf69 C5orf24 C5orf63 C6orf120 C6orf141 CALCR CBL CCDC6 CCDC80 CCDC85C CCND2 CD2AP CDC14A CDC25A CDC25B CDC42EP3 CDK13 CDK8 CDKN3 CEP120 CEP43 CERS6 CFAP20DC CHD2 CHP1 CLASP2 CNTN1 CORIN CREB1 CREBRF CRLF3 CRMP1 CSTA CTNND2 CXCL12 CYP26B1 DAPK1 DCP2 DCUN1D3 DEK DLC1 DMWD DNAJC13 DOCK4 DR1 DSTYK DUSP3 E2F3 EDEM1 EGFR EGR2 ELAVL2 ELK3 ELMOD1 ENSG00000275993 EPHA2 EPHA7 EPN1 ERC2 ERG EVI5L EXOC5 FAM168B FAM210A FAM24A FAM91A1 FAT3 FBXL2 FHIP2A FKBP1A FKBP5 FMR1 FNBP1L FNIP2 FOXA2 FOXJ3 GAB1 GABPB1 GCNT2 GIGYF1 GJC1 GLCCI1 GLS GNA13 GPAT4 GPC2 GPR6 GRB2 GSG1 GSN H2AZ1 HCAR2 HCAR3 HCN1 HDAC4 HEATR5A HGF HIC2 HIPK3 HMG20A HMGCS1 HNRNPF HOXC13 HS2ST1 HS6ST2 HS6ST3 HSDL1 HYCC2 IBA57 IFFO2 IFNAR1 IGDCC4 IKZF2 IKZF5 IL6R INO80D IPO5 IQCJ-SCHIP1 IRS2 ITGA6 ITPRIPL2 JAG1 JAGN1 JAZF1 KAT6B KAZN KCTD20 KCTD3 KHDRBS3 KIAA0408 KIDINS220 KIF17 KIF3A KLF12 KLF6 KLHDC10 KMT2A LGR4 LHFPL6 LHX6 LMBR1 LOXL3 LPAR3 LPP LSAMP LTBP1 LYPLA1 LYSMD3 MACC1 MAP2K4 MAP3K19 MAP3K2 MAP3K20 MAP7D1 MAPK10 MARCHF6 MBNL1 MBNL3 MCIDAS MDM1 MED6 MFF MIER1 MIER3 MINDY3 MLANA MN1 MNX1 MPHOSPH9 MPZL2 MSANTD4 MYBL1 MYH10 MYRIP MYT1L NAP1L2 NBPF11 NBPF14 NBPF15 NBPF20 NBPF8 NBPF9 NCKAP5 NCOA2 NDFIP2 NEK6 NFASC NIPAL3 NME1 NPAS3 NR2C2 NR3C1 NRIP3 NRXN1 NTNG1 NUCKS1 NUFIP2 OLFM1 OPA3 OSBPL11 P2RY1 PAFAH1B2 PAPPA PAQR9 PCDH10 PCDH9 PDCD4 PDGFRA PDK2 PEG3 PFKM PGRMC2 PHC3 PHLPP2 PHYHIPL PIAS2 PIGA PIKFYVE PIN4 PITX2 PLAG1 PLAGL2 PLCL1 PLEK PLXNA4 PPARA PPM1E PPM1L PPT2 PRELID2 PRKACB PRKCE PRR11 PRRG1 PTCH1 PTPRG PURA QSER1 RAB10 RAB38 RAB8B RALGPS2 RANBP6 RAP2C RAPGEF5 RARB RASSF8 RB1CC1 RBM12 RBM20 RBM24 RBM33 RBM46 RCOR3 REEP3 RHEB RIMS1 RNF145 RNFT1 RSAD2 RSL24D1 RSPO2 SCD5 SCHIP1 SCN2B SCUBE2 SDC2 SEMA6A SESTD1 SFPQ SIK1 SLAIN2 SLC14A1 SLC16A7 SLC19A2 SLC1A7 SLC20A1 SLC23A2 SLC30A4 SLC35D1 SMC5 SMIM15 SMIM7 SOBP SOCS5 SPAG9 SPOPL SPRYD3 SRC ST3GAL3 STON2 STX2 STXBP1 STXBP5 SUGT1 SUPT6H TADA1 TAF12 TCERG1 TCF12 TCF24 TCF4 TFAP2C TGFB2 TIAM1 TMED9 TMEM130 TMEM135 TMEM170B TMEM41B TMPRSS11F TMTC1 TNFAIP3 TNRC6B TNS1 TNS3 TOMM7 TP53INP1 TPK1 TRAM1 TRHDE TRUB1 TSC1 TSEN2 TSHZ3 TTBK2 TTLL7 UBE3A UGT1A1 UGT1A3 UGT1A4 UGT1A6 UGT1A9 UNC5C URGCP USP49 VCAN VRK2 WDFY3 WDR33 WNK1 WWTR1 XKR9 XPR1 YAP1 YTHDF2 YWHAG ZBTB34 ZCCHC24 ZCCHC3 ZEB1 ZEB2 ZFR ZNF284 ZNF416 ZNF644 ZNF705EP ZYG11B MIR200A_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR200A_5P AGPAT5 AHR ALX4 AMMECR1 ARC ARL13B ASNSD1 ATAD2 ATG10 ATP6V0A2 BBX BEST3 BICRA BTBD1 C18orf54 CHD7 COL4A1 COPS8 CRIM1 CRLF3 DNAJC27 EID1 EIF1AX EIF4ENIF1 ENKUR EPHA5 EPM2AIP1 ETFDH FGF13 FOXC1 FOXD1 GLS GOLGA7B GRHL1 HAUS6 HCFC2 HIVEP3 HOXA10 HPDL IFT52 IL1RAP INSIG2 KCTD12 KDM2B KIAA1217 KLF7 KLHL5 KMT2E LIMCH1 LMTK2 LRRC57 MDFIC MIER3 MOBP MORC3 MYBL1 NCF2 NDFIP1 NDFIP2 NFIA NR4A1 NSD2 NSG2 OPRM1 PAPOLG PCDHB6 PKP2 PLPP3 POU2AF2 PPM1E PPRC1 RAB11B RAB1A RANBP3 SCOC SEMA3E SERINC3 SGK1 SH3RF1 SHPRH SLC22A15 SLC25A40 SNX4 SP3 SULT1C2 TASOR2 THAP5 TIAM2 TMEM39A TXNDC17 TXNRD3 UBR3 USP53 ZC3H12C ZNF138 ZNF208 ZNF254 ZNF367 ZNF396 ZNF440 ZNF493 ZNF675 ZNF763 ZNF770 ZNF91 ZNF99 MIR200B_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR200B_3P A1CF ADAMTS3 ADH1B ADIPOR2 AFF3 AGFG1 AKAP7 ALDH1A1 AMFR ANK3 ANKRD40 ANKRD44 AP1S2 APOO ARHGAP20 ARHGAP6 ARID4B ARIH1 ARL2BP ARL5A ASAP1 ATAD2B ATL2 ATP11C ATP5F1B ATXN1 B3GLCT B3GNT2 B4GAT1 BAP1 BCL11B BDP1 BICC1 BLCAP BLTP3A BNC2 BRWD3 C11orf87 CAB39 CAMSAP2 CASR CASZ1 CBL CBX4 CCDC177 CCDC82 CCNE2 CCNJ CCNYL1 CDH20 CDK17 CDYL CDYL2 CECR2 CEP350 CEP41 CEP85L CEP97 CERT1 CFL2 CHN2 CHRDL1 CHRM2 CHRNA6 CHSY1 CKAP4 CLASP1 CLASP2 CLIC4 CLIP1 CLVS2 CNEP1R1 CNKSR3 CNOT6 CNOT9 CNTN1 COPS8 CORO1C CPED1 CRH CRKL CRTAP CSMD3 CSNK1G3 CTDSPL2 CUX1 CYTH1 CYTH3 DACH1 DCBLD2 DCUN1D5 DDIT4L DENND1B DENND5A DENND5B DESI1 DGKA DGKH DIXDC1 DLC1 DNA2 DNAJB5 DNAJB9 DNAJC3 DNMT3B DPH6 DPY19L1 DPY19L3 DTNA DUSP1 DZIP1 EDEM3 EGLN1 EIF2B5 EIF4E2 ELAVL2 ELK3 ELK4 ELL2 ELMOD2 ELOC ENO4 EPS8 ERG ERICH4 ERRFI1 ESRRG ETS1 EVI5 EXD2 EXOG FAM118B FAM227B FAM8A1 FARP1 FAT3 FBXO30 FBXO33 FBXW7 FERMT2 FEZ2 FHL1 FIGN FIGNL2 FLI1 FLII FN1 FNDC3B FOXF1 FOXG1 FOXN2 FRMD6 FSCN1 FSD1L FSTL1 GABBR2 GARRE1 GAS2L3 GATA4 GEM GIT2 GJC1 GLCCI1 GLI3 GNAQ GOLGA1 GOLGA7 GPATCH8 GPM6A GPR158 GPR180 GPRASP2 GSTA4 GTF3C4 GTPBP10 GXYLT1 HAPSTR1 HDAC9 HDHD2 HECTD2 HIPK1 HIPK3 HMBOX1 HMGB3 HNRNPD HOOK1 HOOK3 HS2ST1 HS3ST1 HS3ST3A1 HSPA13 HYCC2 IER5 IGF2R IGSF10 IKZF2 IMMP2L INSM2 INTS8 IPO7 ITGA1 JAKMIP2 JAZF1 JCAD JKAMP JUN KANK2 KCND2 KCNQ3 KCTD8 KDM7A KDR KHDRBS1 KIF14 KLF4 KLF6 KRT80 KYNU LBR LEPR LHFPL6 LIN7A LOX LRP1 LRP1B LRRC8A MAP2 MAP3K1 MAP4K3 MAP4K4 MAP4K5 MAPK7 MAPRE1 MARCHF6 MARCKS MARF1 MATR3 MBNL2 MBNL3 MBOAT2 MCFD2 MED13 MEX3D MFAP5 MGAT2 MIB1 MIEF1 MINDY2 MMD MOSMO MPDZ MPRIP MSL2 MSN MTF2 MYB MYZAP NAB1 NANOS1 NAP1L5 NBR1 NCK2 NCOA2 NCS1 NECTIN4 NEDD1 NFIA NOG NOTCH1 NOVA1 NOVA2 NPC1 NPM1 NR3C1 NR5A2 NRBP1 NRG1 NTF3 NTRK2 NUDT4 NUFIP2 OCLN OSBPL11 OSTM1 OTUD4 PABIR3 PAG1 PCDH19 PCLAF PCMTD1 PDIK1L PDS5B PGM2L1 PHACTR3 PHEX PHF21B PHTF2 PI4K2B PI4KB PICALM PIK3CA PIKFYVE PIM2 PITPNM3 PKD1 PKIA PLCL1 PLPP3 PLPPR4 PLXNC1 PMAIP1 POGLUT2 POLK PPFIA1 PPHLN1 PPM1B PPM1E PPM1F PPP1R10 PPP1R18 PPP1R9A PPP1R9B PPP2R1B PPP2R5E PPP4R2 PRDM1 PRDM16 PRKACB PRKG1 PROK2 PRTG PSAT1 PSIP1 PTAR1 PTBP3 PTHLH PTPN12 PTPN14 PTPN21 PTPRZ1 PUM2 QKI RAB11FIP2 RAB21 RANBP10 RANBP9 RAP1B RAP2C RASA2 RASSF8 RBFOX2 RBFOX3 RBSN RDH10 RDX RECK REEP1 RGL1 RIC1 RIMS2 RIPK2 RND3 RNF19A RNF2 RO60 ROCK2 RPS6KA3 RPS6KB1 RRP15 RTF1 RTKN2 RUSC2 S100PBP SBSPON SCAI SCAMP1 SCD SCN5A SCN8A SCRT2 SDC2 SEC23A SECISBP2L SEMA3F SEMA6D SERINC1 SERPINI1 SESN1 SESN3 SFXN1 SGCE SGIP1 SIX1 SLC14A1 SLC1A2 SLC24A4 SLC25A36 SLC30A7 SLC35B4 SLC35E2A SLC35E2B SLC39A14 SLC4A7 SLC6A1 SLC6A11 SLF2 SLIT2 SLITRK1 SLK SMARCD1 SNRPB2 SNX16 SOX2 SPAG9 SRGAP1 SRI STK4 STRADB STRN SULF1 SUSD5 SUZ12 SYDE1 SYNJ1 SYVN1 TAF12 TAP2 TBC1D12 TBCA TBK1 TBL1XR1 TBX18 TCAIM TENT4B TFAP2A THAP1 THAP2 TIMP2 TLCD5 TLN1 TLN2 TMEFF2 TMEM164 TMEM17 TMOD3 TMX4 TOB1 TOGARAM1 TRAPPC8 TRHDE TRIM23 TRIM33 TRMT9B TSC22D1 TSC22D2 TSSK1B TUBB UBE2R2 UBE2W ULK2 USP25 USP27X USP6NL VASH1 VASH2 VAT1L VEGFA VLDLR WAPL WASF1 WASF3 WDR82 WIPF1 WNT16 WWC3 XKR4 XKR8 YPEL2 YWHAB YWHAG ZBTB10 ZBTB38 ZC3H4 ZC3H6 ZCCHC24 ZDHHC21 ZEB1 ZEB2 ZFAND6 ZFPM2 ZFTA ZFX ZKSCAN8 ZMAT3 ZNF131 ZNF217 ZNF224 ZNF326 ZNF532 ZNF711 ZSWIM4 ZYG11B MIR200B_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR200B_5P AGPAT5 AHR ALX4 AMMECR1 ARC ARL13B ASNSD1 ATAD2 ATG10 ATP6V0A2 BBX BEST3 BICRA BTBD1 C18orf54 CHD7 COL4A1 COPS8 CRIM1 CRLF3 DNAJC27 EID1 EIF1AX EIF4ENIF1 ENKUR EPHA5 EPM2AIP1 ETFDH FGF13 FOXC1 FOXD1 GOLGA7B GRHL1 GRK3 HAUS6 HCFC2 HIVEP3 HOXA10 HPDL IFT52 IL1RAP INSIG2 KCTD12 KDM2B KIAA1217 KLF7 KLHL5 KMT2E LIMCH1 LMTK2 LRRC57 MDFIC MIER3 MOBP MORC3 MYBL1 NCF2 NDFIP1 NDFIP2 NFIA NR4A1 NSD2 NSG2 OPRM1 PAPOLG PCDHB6 PKP2 PLPP3 POU2AF2 PPM1E PPRC1 RAB11B RAB1A RANBP3 SCOC SEMA3E SERINC3 SGK1 SH3RF1 SHPRH SLC22A15 SLC25A40 SNX4 SP3 SULT1C2 TASOR2 THAP5 TIAM2 TMEM39A TXNDC17 TXNRD3 UBR3 USP53 ZC3H12C ZNF138 ZNF208 ZNF254 ZNF367 ZNF396 ZNF440 ZNF493 ZNF675 ZNF763 ZNF770 ZNF91 ZNF99 MIR200C_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR200C_3P A1CF ADAMTS3 ADH1B ADIPOR2 AFF3 AGFG1 AKAP7 ALDH1A1 AMFR ANK3 ANKRD40 ANKRD44 AP1S2 APOO ARHGAP20 ARHGAP6 ARID4B ARIH1 ARL2BP ARL5A ASAP1 ATAD2B ATL2 ATP11C ATP5F1B ATXN1 B3GLCT B3GNT2 B4GAT1 BAP1 BCL11B BDP1 BICC1 BLCAP BLTP3A BNC2 BRWD3 C11orf87 CAB39 CAMSAP2 CASR CASZ1 CBL CBX4 CCDC177 CCDC82 CCNE2 CCNJ CCNYL1 CDH20 CDK17 CDYL CDYL2 CECR2 CEP350 CEP41 CEP85L CEP97 CERT1 CFL2 CHN2 CHRDL1 CHRM2 CHRNA6 CHSY1 CKAP4 CLASP1 CLASP2 CLIC4 CLIP1 CLVS2 CNEP1R1 CNKSR3 CNOT6 CNOT9 CNTN1 COPS8 CORO1C CPED1 CRH CRKL CRTAP CSMD3 CSNK1G3 CTDSPL2 CUX1 CYTH1 CYTH3 DACH1 DCBLD2 DCUN1D5 DDIT4L DENND1B DENND5A DENND5B DESI1 DGKA DGKH DIXDC1 DLC1 DNA2 DNAJB5 DNAJB9 DNAJC3 DNMT3B DPH6 DPY19L1 DPY19L3 DTNA DUSP1 DZIP1 EDEM3 EGLN1 EIF2B5 EIF4E2 ELAVL2 ELK3 ELK4 ELL2 ELMOD2 ELOC ENO4 EPS8 ERG ERICH4 ERRFI1 ESRRG ETS1 EVI5 EXD2 EXOG FAM118B FAM227B FAM8A1 FARP1 FAT3 FBXO30 FBXO33 FBXW7 FERMT2 FEZ2 FHL1 FIGN FIGNL2 FLI1 FLII FN1 FNDC3B FOXF1 FOXG1 FOXN2 FRMD6 FSCN1 FSD1L FSTL1 GABBR2 GARRE1 GAS2L3 GATA4 GEM GIT2 GJC1 GLCCI1 GLI3 GNAQ GOLGA1 GOLGA7 GPATCH8 GPM6A GPR158 GPR180 GPRASP2 GSTA4 GTF3C4 GTPBP10 GXYLT1 HAPSTR1 HDAC9 HDHD2 HECTD2 HIPK1 HIPK3 HMBOX1 HMGB3 HNRNPD HOOK1 HOOK3 HS2ST1 HS3ST1 HS3ST3A1 HSPA13 HYCC2 IER5 IGF2R IGSF10 IKZF2 IMMP2L INSM2 INTS8 IPO7 ITGA1 JAKMIP2 JAZF1 JCAD JKAMP JUN KANK2 KCND2 KCNQ3 KCTD8 KDM7A KDR KHDRBS1 KIF14 KLF4 KLF6 KRT80 KYNU LBR LEPR LHFPL6 LIN7A LOX LRP1 LRP1B LRRC8A MAP2 MAP3K1 MAP4K3 MAP4K4 MAP4K5 MAPK7 MAPRE1 MARCHF6 MARCKS MARF1 MATR3 MBNL2 MBNL3 MBOAT2 MCFD2 MED13 MEX3D MFAP5 MGAT2 MIB1 MIEF1 MINDY2 MMD MOSMO MPDZ MPRIP MSL2 MSN MTF2 MYB MYZAP NAB1 NANOS1 NAP1L5 NBR1 NCK2 NCOA2 NCS1 NECTIN4 NEDD1 NFIA NOG NOTCH1 NOVA1 NOVA2 NPC1 NPM1 NR3C1 NR5A2 NRBP1 NRG1 NTF3 NTRK2 NUDT4 NUFIP2 OCLN OSBPL11 OSTM1 OTUD4 PABIR3 PAG1 PCDH19 PCLAF PCMTD1 PDIK1L PDS5B PGM2L1 PHACTR3 PHEX PHF21B PHTF2 PI4K2B PI4KB PICALM PIK3CA PIKFYVE PIM2 PITPNM3 PKD1 PKIA PLCL1 PLPP3 PLPPR4 PLXNC1 PMAIP1 POGLUT2 POLK PPFIA1 PPHLN1 PPM1B PPM1E PPM1F PPP1R10 PPP1R18 PPP1R9A PPP1R9B PPP2R1B PPP2R5E PPP4R2 PRDM1 PRDM16 PRKACB PRKG1 PROK2 PRTG PSAT1 PSIP1 PTAR1 PTBP3 PTHLH PTPN12 PTPN14 PTPN21 PTPRZ1 PUM2 QKI RAB11FIP2 RAB21 RANBP10 RANBP9 RAP1B RAP2C RASA2 RASSF8 RBFOX2 RBFOX3 RBSN RDH10 RDX RECK REEP1 RGL1 RIC1 RIMS2 RIPK2 RND3 RNF19A RNF2 RO60 ROCK2 RPS6KA3 RPS6KB1 RRP15 RTF1 RTKN2 RUSC2 S100PBP SBSPON SCAI SCAMP1 SCD SCN5A SCN8A SCRT2 SDC2 SEC23A SECISBP2L SEMA3F SEMA6D SERINC1 SERPINI1 SESN1 SESN3 SFXN1 SGCE SGIP1 SIX1 SLC14A1 SLC1A2 SLC24A4 SLC25A36 SLC30A7 SLC35B4 SLC35E2A SLC35E2B SLC39A14 SLC4A7 SLC6A1 SLC6A11 SLF2 SLIT2 SLITRK1 SLK SMARCD1 SNRPB2 SNX16 SOX2 SPAG9 SRGAP1 SRI STK4 STRADB STRN SULF1 SUSD5 SUZ12 SYDE1 SYNJ1 SYVN1 TAF12 TAP2 TBC1D12 TBCA TBK1 TBL1XR1 TBX18 TCAIM TENT4B TFAP2A THAP1 THAP2 TIMP2 TLCD5 TLN1 TLN2 TMEFF2 TMEM17 TMOD3 TMX4 TOB1 TOGARAM1 TRAPPC8 TRHDE TRIM23 TRIM33 TRMT9B TSC22D1 TSC22D2 TSSK1B TUBB UBE2R2 UBE2W ULK2 USP25 USP27X USP6NL VASH1 VASH2 VAT1L VEGFA VLDLR WAPL WASF1 WASF3 WDR82 WIPF1 WNT16 WWC3 XKR4 XKR8 YPEL2 YWHAB YWHAG ZBTB10 ZBTB38 ZC3H4 ZC3H6 ZCCHC24 ZDHHC21 ZEB1 ZEB2 ZFAND6 ZFPM2 ZFTA ZFX ZKSCAN8 ZMAT3 ZNF131 ZNF217 ZNF224 ZNF326 ZNF532 ZNF711 ZSWIM4 ZYG11B MIR200C_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR200C_5P ARID4B ATP1A2 C19orf44 C1orf94 CAPRIN1 CAVIN2 CCNT1 CD47 CNIH1 COL11A1 CPEB2 CPXCR1 DCDC2 DTNA EML1 GARIN2 GNAI3 GNAO1 GNG13 HECA HEPHL1 HIVEP1 HOXA4 HS3ST3B1 IL7 INA IRAK1BP1 JMY MAPK6 MEAF6 MEF2C MLANA MSRB3 MTM1 MYH10 MYT1L PAK3 PCDH17 PCDH8 PHACTR2 PITPNC1 PLEKHF2 PLXDC2 POTEF PSMD14 PTGIS RAP1A RUNDC3B SEMA4F SERINC5 SLC16A14 SLC25A13 SMAD5 SMARCD2 SYNCRIP SYT4 THBD UTP15 VASN ZBTB8A ZNF14 ZNF763 ZNF792 MIR202_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR202_3P ABHD13 ACTA1 ACVR2A ADAMTS3 ADAMTS8 ADCY9 ADIPOR2 ADRB2 AGAP1 AGBL2 AGO4 ALKBH1 ANKRA2 ANKRD52 ARHGAP12 ARHGEF38 ARID3B ARL5A ARMT1 ASAP1 ATL2 ATXN7L2 B4GALT4 BCL7A BEND4 BORA BSN BTG2 C14orf28 C8orf58 CACNA1E CAP1 CAPN6 CCDC186 CCDC68 CCND1 CCND2 CCNJ CD164 CD276 CDC34 CELF5 CEP164 CEP85L CERT1 CLCN5 CLOCK CNOT6 CNOT6L COL15A1 COL27A1 COL4A1 COL4A2 COL6A3 COL9A3 CPEB2 CPEB3 CPEB4 CPED1 CTDSPL2 CYTH3 DENND11 DICER1 DLC1 DMD DNAJC1 DTX4 DUSP1 DZIP1 ENOX2 ENTREP2 EPHA3 EVI2B EYA3 FAM135A FAM180A FBXO22 FBXO30 FIGN FIGNL2 FKRP FOXN3 FRMD4B GABPA GALNT1 GALNT12 GALNT2 GALNT4 GHR GMPR2 GNG2 GNPTAB GPCPD1 GRAMD2B GTF2I GTPBP2 GXYLT1 HAS2 HECTD2 HMGA2 HNRNPC HSPE1-MOB4 ICE2 IGDCC3 IGF1R IGF2BP1 IGF2BP3 IKZF2 IL10 IL36G IL6R IPO11 IPO5 IPO7 KCNC2 KDM3A KPNA1 LAMA1 LBH LEPROTL1 LIMD1 LIN28B LMLN LOXL4 LPGAT1 LRIG3 LRRC59 MAP4K3 MAPK9 MCTS1 MEAK7 MEF2C MEST MEX3A MMD MMP1 MOB4 MON2 MS4A7 MSI2 MTMR12 MYCN MYRIP NAA40 NAP1L1 NDST3 NECTIN3 NID2 NIPA1 NIPAL4 NPHP3 NRK ONECUT2 PAPPA PARD6B PEG10 PGRMC1 PIK3IP1 PLEKHO1 POC1B-GALNT4 POGZ POSTN POU2F1 PPARA PPARGC1B PRTG PTAR1 PTPRD PTPRO PURG PXDN RAB11FIP2 RAB8B RAG1 RB1 RBFOX1 RBFOX2 RCN1 RD3L RFESD RGS16 RIMS3 RNF13 RNF139 RNF165 ROCK1 ROCK2 RORC SCEL SCYL3 SENP2 SENP5 SGO1 SH3RF3 SHANK2 SIMC1 SKIL SLC16A10 SLC16A9 SLC30A4 SLC31A2 SLC38A9 SLC7A14 SLC9A9 SMAP1 SMIM3 SNX5 SOGA3 SPCS3 SPIRE1 SREK1IP1 STARD13 STARD3NL STON2 STRBP SULF2 SULT1C2 SYT2 TAB2 TBKBP1 TECPR2 TET2 TET3 TEX261 THOC2 TMC7 TMEM65 TNRC6B TRHDE TRIB1 TRIM71 TSPAN2 TSPEAR UBE3D USP44 UTRN VANGL2 VCAM1 XKR4 XRN1 YPEL2 ZNF443 ZNF516 ZNF678 ZNF799 ZNF823 ZSWIM5 MIR202_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR202_5P AAK1 ACOX3 ACSL1 ADD2 AHCYL1 ALKBH8 AMPD3 ASAP1 ATL2 ATRN BCL2 BCL6B BICD2 C17orf75 C5orf22 CA2 CCDC39 CCL16 CD28 CDC123 CDK14 CEP135 CNOT2 CREB1 CSAD CUEDC1 CWF19L2 CYP2U1 DNAH5 DNAJB14 EAF1 ECHDC1 ENPP1 ERBIN ESYT3 FBXO8 FGFR2 FMR1 GID8 GOLGA6D GOLIM4 GPATCH2L HES5 HOXB2 HSF2 KMT2A KRAS LBR LPAR1 LRRC46 MARCHF6 MIB1 MLLT1 MMP20 MRPS36 MSRB3 MYO1B MYRF NAA15 NAGPA NDFIP2 NFATC3 NIPAL1 NR2F2 NTNG1 NUDCD2 OGT OR2C3 OXNAD1 PABIR3 PALMD PAN3 PCGF2 PDZD8 PHLDB2 PIGN PLEKHA1 PPM1L RASSF9 RBFOX2 RBM18 RBM41 RFK RNF11 RNF2 ROCK1 SALL2 SCAI SCLT1 SCLY SINHCAF SLC38A4 SLITRK4 SORCS1 SOX6 SPAG9 TAF5L TARDBP TBC1D26 TCF12 TDRD10 TENT5A TGFBR1 TGFBR2 TRDN TSPAN12 TTC13 USF3 VANGL2 ZFHX4 ZFP30 ZNF12 ZNF578 ZNRF2 MIR203A_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR203A_3P ABCE1 ACO2 ACSL1 ACVR2A ADAM12 ADAMTS17 ADAMTS5 ADAMTS6 ADGRG2 ADK AFF4 AHR AKAP7 ALG5 ALOX15 ANKRD52 ANKS1B ANTXR2 AQP4 ARFGEF3 ARHGAP42 ARMT1 ATF2 ATG14 ATP2C1 B3GALT2 B3GNT5 BANF1 BBOF1 BBX BCCIP BCL7A C11orf91 C2orf80 C6orf118 CAB39 CADM2 CASK CCDC50 CCNC CCR1 CCZ1 CCZ1B CDH10 CDK5RAP2 CEP43 CFAP97 CIBAR1 CLOCK CLSTN3 CNNM3 COL17A1 COL21A1 COL4A4 COPS7B COX15 CRACD CREBRF CREM CRISP1 CRLF3 CSGALNACT1 CSN2 CSRNP2 CTTNBP2NL DAB2 DCAF10 DCN DCP2 DDX6 DENND6A DGKB DGKH DIP2B DLG5 DLX5 DNAJC27 DNHD1 DPPA4 DR1 DRD1 DUS1L DUSP5 DYNLT1 E2F3 EDRF1 EEF1E1 EGLN1 EGR3 EIF4E EIF5A2 ELAVL4 ELL2 ELOVL6 EPHA5 EPYC ERAP1 ETS2 ETV1 FAM204A FAT3 FER FGD4 FGG FMN1 FOXK1 FRG2 FUBP3 GABARAPL1 GABRA1 GABRA4 GALNT13 GATM GBE1 GFM2 GLIS3 GLRB GOLGA8A GPATCH1 GPHN GPR18 GPR180 GRHL3 GSKIP GUCY1A2 GXYLT1 HCCS HERPUD2 HMGA2 HNRNPR HNRNPUL2 HOOK3 HSDL2 HTR2A HYAL4 HYCC2 ID4 IFIT1 IFIT3 IKZF5 IL24 IMPG1 INPP1 INSIG1 INTS14 ITPR2 JMY KAT6A KATNAL2 KBTBD8 KIF2A KITLG KLHL4 KRT1 KRT26 KRT35 KRT85 LIFR LIN28B LIN7A LNX2 LRATD1 LRCH2 LRPAP1 LRRTM2 LSM14A MACO1 MAP1B MAP3K1 MAP3K13 MAP3K2 MAPK8 MAPK9 MBLAC2 MBNL1 MBNL2 MBNL3 MCTP1 MCTS1 MECP2 MED14 MEF2C MEMO1 MEX3C MICAL2 MID1 MINDY2 MMAA MMP16 MORF4L1 MORF4L2 MPDZ MSI2 MYEF2 NAA25 NAA30 NEDD4L NEMF NFIA NFIL3 NLK NOCT NPY2R NR1D2 NR2C2 NSD2 NSG1 NSUN7 NUDT21 NUFIP2 OLFM3 ONECUT2 OPA1 OPN3 OSBPL8 OXGR1 PAPSS2 PAQR3 PCDH19 PCDHB7 PCDHGA11 PDAP1 PDE4D PDGFD PDHA1 PDPN PEX5L PHF12 PHF21B PHF3 PHF6 PHIP PHLDA1 PIK3CA PKHD1L1 PLD1 PLD2 PLPP3 PNPLA4 PPP1R12A PRC1 PRICKLE2 PRKAG2 PRKCB PRKCI PRKG1 PRPS2 PRSS33 PSD3 PSMD5 PTAR1 PTP4A1 PTPN3 PTPN4 PTPN9 PURG RAB10 RAB27B RADX RAG1 RAPGEF1 RASAL2 RASSF6 RBM47 RCBTB2 RELT RERG RFX7 RICTOR RIPOR2 RNASE4 RNF141 ROBO2 RP2 RPAIN RPS6KA6 RRAS2 RTKN2 SCGB2A1 SCP2 SCYL2 SEC24A SEC62 SELENOT SEMA3A SEMA5A SENP7 SERP1 SESTD1 SETD7 SGIP1 SGMS2 SGTB SH2D1B SHISA6 SLC12A2 SLC16A12 SLC25A46 SLC39A9 SLC4A4 SLC7A11 SLC7A14 SMAD1 SMC5 SNAI2 SNTB2 SOX5 SPARC SPOCK3 SPOPL SRA1 SRC ST8SIA3 STRIP2 SULT1E1 TADA2B TAF4B TARDBP TC2N TCF4 TEDDM1 TFDP2 THSD7A TKTL1 TLCD4 TMCC3 TMEM100 TMEM154 TMEM178B TMEM33 TMEM69 TMPRSS11D TNFSF15 TNN TNPO1 TPR TRDN TRIM4 TRPV3 TTC39A TXNDC16 U2SURP UBE2D3 UBR1 UPF2 USP8 VAPA VIRMA VSNL1 WDFY3 WDR37 WDR47 WFDC13 WFDC5 WIPF1 XRN2 YAF2 YTHDF3 ZBTB11 ZBTB20 ZCCHC10 ZMIZ1 ZNF112 ZNF14 ZNF148 ZNF197 ZNF281 ZNF451 ZNF608 ZNF652 ZNF680 ZNF763 MIR203A_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR203A_5P AARS1 ABCC4 ABHD12B ABHD3 ANKRD44 APAF1 ARMC1 BTG2 C1QTNF6 CATSPERE CCDC113 CCER1 CCL2 CCNG1 CDH6 CDKL1 CDKL2 CEMIP CNOT6L COLQ CREBRF CSGALNACT2 DIP2B DTNA EEIG1 ELOVL5 EPC1 EPHA3 ERBIN FRAS1 IGF1R JAG1 KBTBD2 KLF11 LASP1 MAP4K3 MEX3C MICAL3 NBPF1 NT5E PFKFB3 PHLDA1 PPFIA2 PPTC7 PTPN14 RNF11 RTL6 SH3BGRL SINHCAF TAMALIN TBP TSC22D2 TUBD1 UBE2D3 VIT WIPF1 ZBTB4 ZC3H6 ZNF800 ZNRF3 MIR203B_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR203B_3P ACVR1 AGXT2 AKR1E2 ANTXR2 ARG2 ASAP2 ASTN2 ATP8A1 ATXN2L AZIN1 BACH2 C14orf28 C8orf44-SGK3 CCDC82 CD164 CDK9 COLGALT2 CRAMP1 CRLS1 CSGALNACT1 DAZAP2 DCLK1 DEFA5 ELL2 EPHA7 ETNK1 FABP5 FBXL17 FMR1 FNIP2 FUT8 FYB2 GAN GATAD2B GNL1 GPAT2 HNRNPD KCNA4 KCNMB4 KIF2A KITLG KLHL11 KLHL14 LCORL LIN7A MBNL2 MDGA2 MIER1 MIER3 MMACHC MRPS5 MTHFD2 NCAN NECAP1 NRG3 ONECUT2 OXSR1 PCTP PIGH PIM3 PLA2G4A PPM1D PRPF38A PSME4 PXDN PYROXD1 R3HDM1 RAB39A RAB39B RASSF6 RGS7 RNF139 SERTAD2 SESTD1 SFTA3 SFXN1 SGK3 SLC6A15 SLCO1A2 SNTG1 SNX18 SRP72 SRSF10 SRSF2 STYX TARDBP TENT5A TIMM22 UBA6 UNC13C UNC80 WBP11 ZNF527 ZNF768 MIR203B_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR203B_5P ABCC4 ABHD17B ADHFE1 ALDH6A1 ANO5 AQP4 ARF6 ARL15 C18orf25 CACNB2 CAPN1 CBLL1 CCNC CD2AP CDK17 CHCHD3 CHD8 CNRIP1 CPT1A CREB3L1 CTTNBP2 DYNC1I1 DYNC1LI2 EGR2 EPB41L4B FAM234B GARS1 GDAP1 GLIPR1L2 HDAC7 HLA-F IPO7 KAT2B KATNBL1 KCNN3 KIAA1210 KPNA3 KRAS LHFPL2 LONRF1 MAGI1 MAN1A2 MFSD14A MMD MTSS1 NPC1L1 NPR3 OSMR PHF6 PRKACB RBSN RIMS1 RNF19A RYBP SERTAD2 SORCS1 SUSD6 TANC2 TECRL TENT5A TIPARP TMEM115 TSSK2 UBA6 UBE2G2 UBE2V1 VSIG1 WBP1L ZHX1 ZNF223 ZNF800 ZRANB1 MIR204_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR204_3P AAK1 ABHD2 ADGRG7 ADRA2B AFF4 AGAP1 AGO3 ALG2 ANGPTL2 AOPEP ARFGEF3 ARHGEF33 ARL8B ATOSB ATP8B1 B9D1 BAHD1 BAP1 BBX BNC1 C19orf44 C21orf91 CACNA1C CARD17P CCAR1 CCDC97 CCNT1 CDC23 CDH3 CDH7 CLASP2 CNDP2 COL6A3 COPG2 COQ10A CPEB1 CUL3 CYP2E1 DCTN4 DCUN1D1 DDX31 DESI1 EPHA3 ETS1 FABP7 FAM118B FAM120C FAM161B FAM168A FAXC FN1 FOXN1 FPGT FSD2 FSHR GABBR2 GABRA5 GAS7 GCK GDAP1L1 GFPT1 GGT7 GRM5 HCCS HDGFL3 HIC2 HLA-DQA1 HS3ST3A1 HSD17B8 ICOSLG INO80D IRF2 ITGB8 KATNIP KCNE4 KIF1B KLHL18 KPNB1 LHFPL5 LRATD2 LRG1 LYN MANEAL MARCHF6 METAP1 METTL21A MOB3B MS4A6A MTFR1L N4BP1 NECTIN1 NEMF NEUROG2 NFASC NIN NR3C1 NXPH3 ORAI2 PALM PAX7 PCBD1 PCDHB7 PDE8A PDK3 PLEKHA5 PMM1 POFUT1 RAB5B RAVER2 RFT1 RGS16 RORA SEL1L SEPTIN6 SLC5A3 SLC6A11 SLC7A14 SMIM7 SOGA1 SORD SPOCK1 STEAP4 SUSD5 TAF7 TBC1D16 TBL1XR1 TGFBR1 TIMP3 TOMM20 TSEN34 TTC30B UNG VANGL2 VPS26C WDR31 XYLT1 ZBTB20 ZMYND12 ZNF544 ZNF547 ZNF576 ZNF670 ZNF70 ZNF862 MIR204_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR204_5P ABRAXAS2 ACADL ACAT1 ACBD7 ACER3 ACSL4 ACSM5 ADCY1 ADCY6 ADORA2A ADRA1A AEBP2 AFAP1 AFF1 AK4 AKAP1 ALCAM AMOT ANGPT1 ANGPTL1 ANKRD13A ANKRD13C ANO6 AP1S2 AP1S3 AP2A2 AP3M1 APH1B AQP11 ARCN1 ARHGAP26 ARHGEF33 ARL8B ARX ASPH ASXL3 ATF2 ATP8B1 B3GNT5 BCL9 BEND6 BICC1 BIRC2 BIRC6 BMPR1A BRWD1 BTBD1 C17orf58 C2CD2 C2orf68 C2orf76 C9orf72 CAMK1 CAPRIN1 CCDC120 CCDC144A CCND2 CCNT2 CCNY CD200 CDH4 CDK13 CDK14 CELF2 CELSR3 CHCT1 CHD5 CHN2 CHP1 CLIP4 CNOT1 COG5 COX10 COX5A CPNE8 CREB5 CRKL DCUN1D3 DHH DLG5 DMTF1 DNAAF9 DNAJC13 DNM2 DPF1 DPP4 DRAP1 DUSP14 DYNC2H1 DYRK1A EBF2 EEF1E1 EFNB3 EIF2AK3 ELAVL2 ELAVL3 ENDOU ENTHD1 EPHA5 EPHA7 EPHB2 EPHB6 ESCO2 ESRRG ESYT2 EVA1C EVC2 EXOC6B EZR FAM168B FAM3B FAN1 FARP1 FBN2 FBXW7 FGD5 FHIP1B FNIP1 FOSB FOXC1 FRAS1 FRS2 FRY FTSJ3 FUT9 FZD4 GAN GCNT2 GDNF GET4 GLIS3 GMEB1 GNRHR GPATCH2L GPBP1L1 GPC3 GSTM3 HAPLN1 HAPSTR1 HAS2 HCAR2 HCAR3 HGF HGSNAT HLTF HMCN2 HNRNPA2B1 HNRNPUL1 HOOK3 HOXC8 HYAL4 HYCC1 IGF2R IGFBP5 IKZF2 IL7R INO80D INPP4A INTS2 IPO8 ISM1 IST1 ITPR1 JAK2 JARID2 JPH3 KCNA3 KHDRBS1 KHDRBS3 KLF12 KLHL29 KMT5A KXD1 LARP4B LATS1 LIG3 LPP LRIT3 LRP2 LSM5 M6PR MAGI1 MAP1LC3B MAPK9 MAPRE2 MCCD1 MCOLN1 MEIS2 MGAT3 MLLT3 MLXIP MMP16 MON2 MTMR6 MTMR7 MYH15 NAA15 NAA40 NALF2 NAPG NBEA NBR1 NCOA7 NEBL NFATC3 NKAPD1 NOP10 NOVA1 NR3C1 NR3C2 NRBF2 NTRK2 ONECUT2 OPRM1 P2RX1 PALM2AKAP2 PCGF3 PCYT1B PDCD6 PDE1C PDHX PERP PEX19 PHEX PHF13 PHOX2B PID1 PIK3CB PIP4K2B PKHD1L1 PLXDC2 PLXNA2 PPARGC1A PPIC PPM1K PRAMEF12 PRAMEF18 PRDM1 PRDM2 PRKRA PRRX1 PRTG PTP4A1 PTPRD PTPRJ PTPRR PTPRT RAB10 RAB14 RAB22A RAB40B RABGAP1L RASA3 RASL10A RELL1 RERE RGL1 RHOBTB3 RHOT1 RIMS2 RIOK1 RNF170 RPL7L1 RPS6KA3 RPS6KA5 RPS6KC1 RREB1 RSPO4 RTKN2 RUBCN RUNX2 RXFP1 SAE1 SAMD5 SASS6 SCML2 SCN2A SEC24D SEC61A2 SEMG2 SEPTIN11 SF3B1 SGIP1 SH3PXD2A SH3TC2 SHF SIRT1 SKI SLC12A6 SLC16A6 SLC24A2 SLC25A24 SLC25A35 SLC37A3 SLC43A1 SLITRK4 SMIM13 SNAP47 SOS1 SOX11 SOX14 SOX4 SPCS3 SPOP SPRED1 SPRY3 SPRYD7 SSRP1 ST7 STON2 STOX2 STXBP5 SZRD1 TAOK1 TARDBP TCF12 TENT5A TFAP2A TFAP2B TFEC TGFBR2 TGFBRAP1 THPO THSD4 TMEM108 TMEM156 TMEM178B TMEM181 TMEM213 TMEM237 TMEM263 TMEM64 TMEM87A TMEM87B TMOD3 TNRC6B TOMM70 TOX3 TP53INP1 TPPP TRIM44 TRMT11 TSC1 TTYH1 UBA2 UBA6 UBP1 UEVLD UGDH VAPB VGLL3 VN1R1 VWA8 WDFY2 WDR41 WDR76 WWC3 XRN1 YAE1 YPEL2 YPEL4 ZBTB20 ZBTB7C ZC3H7A ZCCHC10 ZCCHC24 ZDHHC14 ZFHX3 ZFHX4 ZFP91 ZKSCAN2 ZNF282 ZNF423 ZNF521 ZNF605 ZNF629 ZNF699 ZNF792 MIR2052 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR2052 AAK1 ACKR4 ACVR1C AFF2 AFG1L AGO1 AJAP1 AKNAD1 ANKS1B ANO3 APOBEC4 ARHGAP6 ARHGEF38 ARL6IP6 ARRDC3 ATF6 ATMIN BACH1 BACH2 BBX BCL11A BEST3 BRIP1 C21orf91 C5orf24 C7 CAPZB CARF CBL CBX5 CC2D1B CCDC91 CCN2 CDC27 CDKN2C CENPN CENPQ CEP19 CERT1 CFL2 CGNL1 CHEK1 CLEC2B CNOT7 CNTNAP2 COA8 COL8A1 CREB1 CREBRF CSNK1G3 CSRNP2 CXCL9 CYP4V2 DDX3X DENND1B DICER1 DMRTA1 DNAJB14 DNAJC21 EDNRB EIF4G3 ELAVL4 ELOVL6 ELOVL7 ENPP6 ERF ESD EXOSC8 EYS FBN1 FBXO11 FBXO33 FGF13 FKBP5 FLRT3 FNIP2 FOXF1 FOXN2 FUNDC2 FYTTD1 FZD3 FZD7 GALNTL6 GDF6 GNL3L HCN1 HMGA2 HMGN4 HNRNPR HYDIN IGF2R IGSF5 ISM1 ITGA1 ITPRIPL2 KATNBL1 KCNK13 KLF17 KLHL15 LAMP2 LCORL LDAH LEPROT LHX8 LRRTM2 LRRTM3 LZTFL1 MAEA MAN1A2 MBD2 MBLAC2 MBNL1 MCMDC2 MED21 MLIP MMD MOAP1 MOK MOSMO MPZL3 MSRB3 MTA3 NDUFA5 NEDD9 NEK7 NENF NFIA NRXN1 NTN4 ONECUT2 OR2L13 P2RY14 PACSIN1 PAK3 PAPOLA PAQR5 PAX3 PBX3 PCDHA9 PDGFD PEAK1 PHACTR1 PHYHIPL PIK3R1 PITPNC1 PLCB4 PLCXD3 PLPBP PLXDC2 PMPCB POLR1F PPARGC1A PPP1R15B PRELID3B PREPL PRKAB1 PRKD1 PROS1 PUM2 PURB QKI RAB6A RAD51AP2 RALGPS2 RANBP17 RASA2 RASGEF1B RBMS3 RCSD1 RFX3 RFXAP RHPN2 RNASEL RORA RSPO3 RYBP SAA2 SCAMP1 SCLT1 SEC61A2 SEMA5A SERPINE2 SERTM1 SETD6 SGCZ SGIP1 SH2D1B SINHCAF SLC16A6 SLC25A26 SLC39A9 SLC43A3 SLC44A1 SMIM10L1 SMYD3 SNIP1 SNX9 SOCS4 SOSTDC1 SP110 SPART SPRED2 STARD7 STOML3 STXBP5L SWAP70 SYNJ1 TCIM TENM1 TLL1 TM6SF1 TMED4 TMEM254 TMEM68 TMTC1 TNFSF13B TNIK TNPO1 TNRC6C TPSB2 TRPM3 TUFT1 TUSC3 UBE3A UBE3C USP49 USP8 VPS13C VWC2 XKR6 XPR1 YAF2 YBX2 ZBTB2 ZC2HC1B ZFYVE28 ZNF100 ZNF25 ZNF570 ZNF646 ZNF704 ZNF80 MIR2053 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR2053 A1CF ABCA10 ABTB2 ACSM5 ACVR2B ADAM28 ADAMTS14 ADAMTS5 AGPAT3 AKR1D1 ALDH1L2 ANAPC7 ANGEL2 ANGPTL5 ANKRD20A1 ANKRD20A2P ANKRD20A3P ANKRD20A4P APPL1 ARHGAP35 ARHGEF10 B4GAT1 BRWD3 C2CD6 CALCRL CAVIN2 CDK2AP1 CENPE CEP152 CEPT1 CFAP58 CHM CHRNE CISD2 CLCF1 CLIP3 CLUL1 CNTRL COL14A1 COPG2 CREB1 CREBL2 CS CT62 DBX2 DCP1B DENND5A DEPTOR DHRS4 DIAPH2 DISC1 DMD DNAJC10 DRAM1 DYNLT3 E2F5 EAF2 EML1 EPHA7 ERICH2 EVI5 FAM13B FMNL2 FRMD5 G6PC2 GABARAPL2 GCLC GLRX3 GPATCH2 GRM1 GTDC1 GTF2A1 GTF2H5 GUCY1B1 ITGBL1 KCND2 KCNJ13 KIAA0408 KIAA1143 LAMP2 LANCL1 LILRB4 LIN7A LMNB1 LMO4 LRP8 LRRTM3 MAPK13 MCEE MOB4 MPDZ MSH4 MSTN MTFR1 MTM1 MTSS1 NABP1 NAV1 NLK NPAS2 NR4A3 NUP153 NUP160 OPRM1 OR2L13 PCBP3 PCDH9 PCMTD2 PDCD10 PDE4D PIBF1 PILRA PIWIL1 PLCL1 PLEKHG7 PLPPR4 POC1B PON2 PPM1A PPP3CA PRLR PTAR1 PTBP2 PTPRQ PTPRZ1 PUM1 PUM2 RAB10 RAB21 RAB22A RAP1B RARB RBM17 RDX RETREG1 RFTN2 SCEL SDHB SERPINB8 SGCZ SH2D4B SLAIN1 SLC2A10 SLITRK3 SMG1 SNX13 SPOPL SPRYD7 SRSF7 STIM2 STRBP TAF12 TAOK1 TBX18 TCEAL9 TGFBR1 THAP1 TMEM267 TNFAIP6 TPRKB UACA UBXN4 USP13 USP38 USP46 VEGFA VTI1A VWC2 WDR75 ZC3H13 ZDHHC17 ZEB1 ZFAND6 ZFP82 ZNF184 ZNF529 ZNF614 MIR2054 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR2054 ACVR1C AGPAT5 AMOTL1 AP1AR APPBP2 ARHGAP11A ASCL1 ATP23 ATXN2L AXIN2 BRWD1 C10orf88 C1QTNF3 C1QTNF7 C1QTNF9 C1QTNF9B C1orf141 C8orf44-SGK3 CALML4 CCDC90B CCER1 CCN3 CCNYL1 CLASP1 CLIC5 CNTD1 COPA CPS1 CPSF6 CRACD CSGALNACT2 CYCS DACH1 DGKI DISC1 EHBP1 EIF2AK3 EPB41L5 ERF FAM133A FAM136A FANCA FBH1 FBXO22 FBXO32 FGF14 FMR1 FRMD4B FSD1L FUT9 G0S2 GAREM1 GDF6 GID4 HEMGN HMCN1 HNRNPLL ID1 IL6ST INVS ITGAV KCNJ8 KLF12 LEKR1 LNPEP LRIG3 LRP12 LRP6 LRRC8D LRRTM2 LURAP1L LYPLA1 MAPK9 MEI4 MEX3B MIGA1 MMRN1 MORC3 MPP2 MRPL50 MSTN MTBP NECAB1 NIN NR1D2 NR4A2 NRXN1 OGFRL1 OGG1 PACRGL PAPOLA PAX8 PCDHGB7 PDE6D PIGN PLAUR PLCB1 PLEKHA8 PLK2 POF1B POMP PPP1R8 PRTG PTER PUM1 RAB27B RAMAC RAPGEF4 RASSF10 RASSF6 RBM27 RCAN2 RELCH RICTOR RORA RTKN2 RTN1 RYR2 S1PR1 SELENOS SGK3 SHC1 SIRT1 SLC17A6 SLC30A5 SLC5A12 SLFN14 SMC5 SNX2 SPACA1 SPAG9 SSBP2 STRAP STRIP2 STRN STXBP5 SUSD5 TAF4 TBC1D15 TBX4 TLCD4-RWDD3 TM4SF4 TMEM255A TMOD1 TMTC1 TNPO1 TUBGCP5 TUSC1 UPRT USP31 USP46 VSTM4 WASF1 WASF3 XPO4 XPR1 YIPF6 ZBTB20 ZBTB41 ZBTB43 ZDHHC21 ZMYND11 ZNF211 ZNF254 ZNF280C ZNF605 MIR205_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR205_3P AAK1 ABCA8 ABCC4 ACTA2 ADAM10 ADAM7 ADCY9 ADGRL2 AFTPH AGFG1 ALCAM ALG10 AMMECR1 ANKIB1 ANKRD12 AP1S1 APAF1 APBB2 APC ARHGAP12 ARHGAP15 ARHGAP19 ARID4A ARL1 ARL4A ARMC1 ARPP19 ASB7 ASXL3 ATP10D ATP5PB ATP8A1 ATPSCKMT ATRN ATRX ATXN1 AZI2 AZIN1 B3GNT2 B4GALT6 BCL7B BCLAF1 BOLA2-SMG1P6 BPNT2 BRWD1 C2orf88 C3orf70 C5 C5orf24 C8orf58 CA8 CACNA1E CALML4 CAP1 CAP2 CAPN14 CARNMT1 CASD1 CASP1 CBLN1 CCDC59 CCSER1 CCSER2 CDC42SE2 CDH11 CDH9 CEP350 CEP63 CERKL CHCHD1 CHMP2B CHST1 CILK1 CKB CLK2 CMC1 CNIH1 CNR1 COBL COL10A1 COL25A1 COL3A1 CPED1 CPPED1 CREB1 CREBZF CRPPA CRYM CSGALNACT2 CSTF2 CWC27 CXADR CXCL11 CYRIA CYSLTR1 DENND4A DLD DMRT1 DNM3 DPEP2 DRG2 DST DTL DUSP16 DUSP22 DYNC1I2 DYNC1LI1 DYNLT1 ECM2 ECPAS EDARADD ELF2 ENAH ENTPD1 EPB41L4B ERAP1 ERMP1 ESYT2 EXOC8 F5 FAM120B FAM133A FBXO34 FER1L5 FGL2 FREM1 FUT9 FZD3 G0S2 GABRG1 GALNT13 GAS2L3 GBP1 GCLM GDPD1 GEMIN2 GGH GIPC2 GJA1 GKN1 GLRB GLS GNAS GOLGA6C GOLGA8H GOLGA8J GOLGA8M GOLGA8N GOLGA8Q GOLGA8R GOLGA8T GPC4 GPC6 GRIA2 HACD1 HAT1 HDAC9 HDX HECW1 HOMER1 HROB HS3ST2 HYCC1 IFT57 IGF1 IMPA1 INAFM2 INO80D INTS6 ITGB8 IVNS1ABP KCNJ13 KCNS3 KIAA1549 KLF12 KRTAP4-2 LACTB LAMA4 LAMP5 LEPROT LIN9 LPGAT1 LRCH1 LRRC19 LRRC8B LRRTM3 LYPLA1 LZIC MAML2 MAP3K4 MAP4 MAPK8 MBNL2 MBTPS2 MCTP2 MECP2 MEGF9 MEIOC MELK METTL8 MGA MGAT4A MIER3 MINDY2 MKLN1 MMP16 MNT MOB1B MORC3 MRC1 MS4A1 MSANTD4 MSI2 MYOC NAA50 NANOS1 NBEA NCOA7 NDFIP1 NDST3 NEDD9 NEK7 NEMP1 NFATC3 NHS NKIRAS1 NLGN1 NOL4 NOX4 NPM1 NRXN1 NUDT15 NUFIP1 NUP50 NUP54 NUS1 NYAP2 OOSP2 PABIR1 PAG1 PAGR1 PAH PALM2AKAP2 PALS2 PANK3 PAPOLG PARL PCGF1 PCNP PCNX1 PDE10A PDE1C PDIA5 PDK4 PDLIM5 PDZK1IP1 PIAS2 PIK3CG PIP5K1B PLA2G6 PLAC8 PLCL1 PLEKHM3 PMEL PMFBP1 PNPT1 POGLUT3 POT1 PPM1D PPP1R3B PPP4R2 PRELID2 PRKAA1 PRNP PRPF40A PTTG1IP RAB10 RAB1A RAB21 RAB27B RAB30 RAB3GAP2 RAD1 RASGRP1 RASSF2 RASSF6 RBBP5 RBM39 RBM4B RCN2 RECK RELCH RER1 RFX3 RGS18 RIPOR3 RMC1 RMDN1 RNGTT ROCK2 RPP14 RPRD1A RRM1 RRM2B RSBN1 RXFP1 RYR3 SANBR SCARF1 SEC62 SEL1L SEMA3A SEMA3C SEPTIN9 SERINC1 SERTAD2 SESN3 SESTD1 SFT2D1 SH3BGRL2 SH3GL3 SH3TC2 SIRT1 SKIC3 SLC12A1 SLC12A2 SLC15A2 SLC1A1 SLC27A6 SLC30A8 SLC35D3 SLC35F4 SLC49A4 SLC6A14 SMCHD1 SMG1 SMIM13 SPAG16 SSR3 STEAP2 SUCNR1 SYNRG SYT4 TAB3 TAFA1 TBC1D8B TBR1 TDRKH TET1 TET2 TFCP2L1 TFDP2 TFEC TIMM8A TMED4 TMEM132B TMEM144 TMEM170B TMEM209 TMEM237 TMEM245 TMEM54 TMPO TNKS TNRC6B TOB1 TOMM20 TOPBP1 TOX TOX3 TP53AIP1 TRAM2 TRAPPC14 TRIM33 TRIM59 TRMT13 TSC22D2 TSPAN2 TTC33 TTPAL TUT7 TYW3 UBE2G1 UBE2R2 UBE2V1 UNC13C UNC80 URI1 USP10 USP38 USP49 VANGL1 VAX2 WAC WASF1 WASHC4 WBP2 XIRP2 XYLT1 YBX3 YWHAB ZBED4 ZBTB10 ZBTB20 ZBTB33 ZBTB41 ZBTB44 ZC2HC1A ZC3H12C ZNF407 ZNF596 ZNF644 MIR205_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR205_5P AAK1 ABCD1 ACSL1 ADAMTS9 ADGRE2 AFDN AFF1 AK4 AKAP11 ALAD AMOT ANKRD22 ANKRD50 AP1AR AP1G1 ATP5MC3 AXIN2 B4GALT5 BICC1 BNIP5 BTBD3 C11orf86 C12orf29 C9orf153 CADM1 CALCRL CALU CAMSAP2 CCDC141 CCDC80 CCM2 CCNJ CCNY CCT8L2 CDC27 CDH11 CDK14 CDK19 CFL2 CHN1 CLDN11 CLOCK CLTC CMTM4 COL4A1 COX20 CPEB2 CPSF6 CSF1 DCT DHFR DLG2 DMXL2 DSC1 DSC2 DUSP7 E2F5 EEF1AKMT3 EFNA2 ENC1 ENPP4 EPB41 EPPK1 ERBB3 ERBB4 ERRFI1 ESRRG ETFBKMT ETNK1 EVA1C EXOC6B EZR FAM114A2 FBXO22 FBXO33 FOXF1 FRK FZD3 GABRA4 GLYATL1 GOLM2 GPC6 GPM6A GXYLT1 HERC3 HS3ST1 HSD17B11 HSF5 HSPA13 HSPA8 INPP4A INPPL1 JADE1 JADE3 KANSL3 KAT2B KDM4B KLK12 KPNA1 KY LAMC1 LCOR LHFPL2 LIN9 LPCAT1 LRP1 LRP6 LRRK2 LYSMD3 MAGI1 MAGI2 MAP3K13 MARCKS MGA MGRN1 MICAL2 MINDY2 MMD MOB3B MORF4L2 MOSMO MSI2 MTF1 MTMR10 MTR NAA25 NAA30 NACC2 NECAP1 NEU1 NFAT5 NFIB NIPSNAP3A NKD1 NOTCH2 NR3C2 NSF P2RY1 PABIR3 PAX9 PCNX1 PDE3B PHYHIPL PJA2 PLCB1 PPP1R15B PPP2R2D PRKCE PROX1 PROX2 PSD3 PTK7 PTPRJ PTPRM QKI RAB11FIP1 RAB3C RAP2B RBM41 RBM47 RBPMS2 RCBTB1 RHPN2 RNF4 ROCK2 RORA RPS6KA3 RTN3 RUNX2 RUVBL1 SATB2 SBF2 SCYL2 SECISBP2L SELENOT SEPTIN4 SERTAD2 SGMS1 SH3GL3 SIPA1L1 SLC19A2 SLC25A21 SLC25A31 SLC30A8 SLC35A1 SLC35A3 SLC35B3 SLC4A4 SMAD1 SMAD4 SNRPF SORBS1 SPANXN1 SPANXN5 SPINK13 SPRY1 STK38L STRBP SUSD1 TAOK1 TAPT1 TASL TBC1D26 TBX3 TM9SF2 TNFAIP8 TNPO1 TOR1AIP2 TP53BP2 TPR TRAK2 VAPA VEGFA VTI1B YAP1 ZBTB20 ZEB1 ZFYVE16 ZHX3 ZIK1 ZNF606 ZNF652 ZNF655 ZNF800 MIR206 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR206 ACER2 ACTB ADAM12 ADAR ADGRA3 ADPGK AJUBA AKAP11 ANKRD29 ANP32E ANXA2 ANXA4 AP1B1 AP1G1 AP1S1 API5 ARCN1 ARF3 ARF4 ARHGAP20 ARPC3 ASH2L ASRGL1 ASXL3 ATF2 ATG13 ATP6V1A AZIN1 BACH2 BCL11A BCL7A BDNF BHLHE22 BPNT1 BSCL2 BSN BTAF1 C2orf69 CAAP1 CAP1 CAPRIN1 CAVIN2 CBL CCDC146 CCDC170 CCDC32 CCL2 CCSAP CD2AP CDK14 CDKL5 CEBPZ CERS2 CHSY1 CITED2 CLCN3 CLOCK CLTC CNN3 COL19A1 CORO1C CPEB1 CPED1 CREB5 CREBL2 CREM CTTNBP2NL CWC15 DACH1 DCP2 DDX5 DDX55 DGKH DLG1 DRD1 E2F5 EBPL EDN1 EEIG1 EIF1AX EIF4E ELF1 EML3 EPHB1 ETS1 FAIM FAM168A FAM72A FAM72B FAM72C FAM72D FAM91A1 FBXL14 FBXO33 FBXW7 FLI1 FN1 FNDC3A FNDC3B FOSB FOXP1 FRS2 FUBP1 FUT3 G6PD GABRA3 GCH1 GCLC GIPC2 GIT1 GJA1 GLCCI1 GLCE GNPDA2 GOLPH3 GPD2 GPR137C GPR158 GPR6 GPR85 GRK6 HACD3 HACE1 HELZ2 HIGD1A HIPK3 HIVEP3 HMBOX1 HMGN1 HNRNPU HP1BP3 HS3ST3B1 HSP90B1 HSPD1 HYCC1 IFT52 IGF1 IMPACT INMT INSM1 INTS6 IP6K2 JARID2 JOSD1 KANK4 KAT6A KAT6B KCNIP3 KCNJ2 KCNMB2 KCTD10 KIF2A KLF4 KMT2E KMT5B KTN1 LAMP2 LASP1 LIPI LRATD1 LRCH1 LRRC8A MAB21L1 MAL2 MAP4K2 MAP4K3 MATR3 MAX MBLAC2 MCHR1 MCTP1 MEA1 MECOM MEOX2 MET METTL21A MEX3C MFSD14A MGAT4A MINDY2 MIPOL1 MMD MMD2 MMRN1 MON2 MPP7 MSANTD2 MTX1 MXD1 MYLK MYOCD NAB1 NALF1 NBEA NCL NCOA1 NDRG3 NEDD9 NET1 NETO2 NEXMIF NFAT5 NFATC2 NFATC3 NINJ1 NOL4L NRP1 NT5C1B-RDH14 NUP50 NXT2 OSBPL7 PABPC1L2B PALS1 PAX3 PAX7 PBX1 PCARE PCDHB13 PDCD10 PDCD4 PDE12 PDE7A PDIK1L PDK3 PEAK1 PFDN1 PHAX PHF6 PHIP PICALM PIK3C2A PIRT PLPPR4 PLXNA4 POGK PPIB PPP4R2 PPP4R3B PRDM10 PREX1 PRKACB PRKCE PTPN1 PTPN14 PTPRG RAB5A RABGAP1L RAD54B RARB RBM27 RFLNB RGS7 RICTOR RIMOC1 RIMS4 RIT2 RNF138 RNF145 RNF165 RNF38 RTN4IP1 S100A7A SAMD8 SAMSN1 SATB1 SCAF11 SEC22B SEC23B SEC61A1 SEC63 SEMA6D SERP1 SFRP1 SH3TC2 SKIC8 SLC10A7 SLC25A22 SLC25A25 SLC25A30 SLC25A36 SLC25A53 SLC29A3 SLC35B3 SLC35B4 SLC35G1 SLC37A3 SLC38A3 SLC39A10 SLC39A9 SLC44A1 SLC6A11 SLC7A2 SLC8A1 SLC8A2 SMARCB1 SMARCC1 SMIM14 SNAI2 SNX2 SOWAHC SOX9 SP2 SPRED1 SPRN SRGAP2 SRI SRSF1 SRSF9 SS18 STAG2 STARD7 STC2 STK39 STMN2 SULF1 SUSD1 SYT1 TAF1B TAGLN2 TBC1D15 TBCK TBX18 TBX3 TFE3 THAP12 THBS1 THRB TIMP3 TMCC1 TMEM135 TMEM178A TMEM243 TMSB4X TNKS2 TNPO2 TNS3 TOX3 TPM4 TPPP TRA2B TRAPPC3 TRIM2 TRIM31 TRPS1 TSPAN4 TTC7B TWF1 UBE2H UBE4A UHMK1 UNC119B USP33 UST UTRN VAMP4 WBP1L WDR1 WDR48 WIPF2 WNK3 WWC1 XPO6 YWHAQ YWHAZ ZBTB4 ZBTB41 ZBTB6 ZEB2 ZFP36L1 ZFP36L2 ZMAT3 ZNF24 ZNF250 ZNF280D ZNF281 ZNF326 ZNF547 ZNF800 MIR208A_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR208A_3P CNKSR2 CNOT9 COG5 CREBZF CSNK2A2 ETS1 EYA4 FNIP1 FOXN2 GOLGA6L4 GOLGA6L9 HEMGN HP1BP3 KDM7A KIF13B LNPK LRRTM1 MCU MED13 MFSD14A MTF2 NLK NSMCE1 OMG OSBPL1A PDCD4 PTBP2 RAB5C RECQL REEP1 RIMS1 RNF145 SEC14L1 SLC30A4 SLC6A13 SNX2 SOX6 STC1 TSPAN12 UBE2J1 UBE2V1 UBE2V2 VPS13C YBX1 MIR208A_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR208A_5P ABCG1 ABHD18 ABTB3 ACSL4 ADAM23 ADAMTSL3 ADCY1 ADCY3 ADGRA2 ADORA3 AFAP1 AFF4 AGTR2 AK4 AK7 ALDH1L2 ANK2 AP5M1 AQP4 ARG1 ARID4B ARRDC5 C12orf4 C8orf44-SGK3 CCDC126 CCDC66 CCNJ CCNYL1 CD83 CDC14A CDC73 CDK1 CDR2 CERT1 CLOCK CLTC CNIH4 CNOT8 CNTN4 CPEB2 CRBN CTHRC1 CTNND2 CTXN1 CUL4A CYSLTR1 DAB2 DCN DEGS1 DENND1B DEUP1 DSCAM DSN1 DTHD1 EIF5 ENOSF1 EPHX2 EYA4 FAM107B FAM118B FAM120B FBXW7 FGFR1OP2 FHIP2A FREM2 FUT9 G2E3 GABRA1 GABRB2 GLCCI1 GLS GNAI3 GPD1L GPRC5B GRIK2 GRP GTPBP10 GUCY1A1 GUCY2C HAND1 HDAC9 HIC2 HMGN2 HMGN3 HNF4G HNRNPA2B1 HOXC4 ING4 ITGA2 ITGB8 JAKMIP3 JAM3 JAZF1 JMJD1C KAT6B KCNQ3 KCNV1 KIAA1549 KLHL41 KRR1 LATS1 LONRF1 LYN MAP3K2 MAP3K21 MAP4K5 MARCHF4 MBD2 MBD4 MBLAC2 MDH2 MDK MDN1 ME1 MFAP3 MFAP3L MMP19 MRPS28 MRS2 MSI2 MTF1 MTHFD2L MTM1 MXI1 NEDD1 NEFL NEUROD6 NMBR NOG NR3C1 NT5C1B-RDH14 NUFIP2 ODR4 PAIP2 PCDH8 PDIK1L PDS5B PECR PGD PHF20L1 PIK3R1 PKNOX1 PLAC9 PLPP3 PPHLN1 PPP3CA PRKRA PROX1 PRRC1 PRXL2C PSMA8 PTK2 PTPN11 PTPRE RAB11FIP2 RALYL RAPGEF6 RECK REXO2 RFWD3 RHOQ RNF11 RNF111 RNF149 RNF38 ROCK2 RORA RPS6KA6 SAMD4A SASH1 SCOC SDE2 SERP1 SGK3 SIRT1 SKP2 SLC12A6 SLC17A6 SLC25A43 SLC35A5 SLC44A1 SLCO1A2 SLITRK4 SLK SMAD2 SMARCA1 SMARCA2 SMC2 SMIM17 SNTB2 SNX3 SPARC SPDYA SPRY3 SRPK2 SSX2IP ST8SIA4 STAG1 STARD4 STC1 STC2 STXBP1 SUZ12 SYCP2 TBX18 TC2N TCF15 TENT2 TET1 TFE3 TIMM8A TLCD4 TLE3 TLL1 TMEM170B TNPO1 TNRC6C TOR1AIP1 TPST1 TRA2A TRAPPC13 TSC22D2 TSEN34 TTC1 UBE2B UBE2K UBE2N UFC1 UNC80 USP13 USP47 UTY VPS13A VSIG10 WEE2 XPO5 ZBTB20 ZBTB43 ZDBF2 ZFP36L1 ZFR ZKSCAN1 ZMYND11 ZNF280C ZNF280D ZNF443 ZNF483 ZNF507 ZNF568 ZNF704 ZNF781 ZNF799 ZNF816-ZNF321P ZNF823 ZNRF3 MIR208B_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR208B_3P CNKSR2 CNOT9 COG5 CREBZF CSNK2A2 EBF1 ETS1 EYA4 FNIP1 FOXN2 GOLGA6L4 GOLGA6L9 HEMGN HP1BP3 KDM7A KIF13B LNPK LRRTM1 MCU MED13 MFSD14A MTF2 NLK NSMCE1 OMG OSBPL1A PDCD4 PTBP2 RAB5C RECQL REEP1 RIMS1 RNF145 SEC14L1 SLC30A4 SLC6A13 SNX2 SOX6 STC1 TSPAN12 UBE2J1 UBE2V1 UBE2V2 VPS13C YBX1 MIR208B_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR208B_5P ABCG1 ABHD18 ABTB3 ACSL4 ADAM23 ADAMTSL3 ADCY1 ADCY3 ADGRA2 ADORA3 AFAP1 AFF4 AGTR2 AK4 AK7 ALDH1L2 ANK2 AP5M1 AQP4 ARG1 ARID4B ARRDC5 C12orf4 C8orf44-SGK3 CCDC126 CCDC66 CCNJ CCNYL1 CD83 CDC14A CDC73 CDK1 CDR2 CERT1 CLOCK CLTC CNIH4 CNOT8 CNTN4 CPEB2 CRBN CTHRC1 CTNND2 CTXN1 CUL4A CYSLTR1 DAB2 DCN DEGS1 DENND1B DEUP1 DSCAM DSN1 DTHD1 EIF5 ENOSF1 EPHX2 EYA4 FAM107B FAM118B FAM120B FBXW7 FGFR1OP2 FHIP2A FREM2 FUT9 G2E3 GABRA1 GABRB2 GLCCI1 GLS GNAI3 GPD1L GPRC5B GRIK2 GRP GTPBP10 GUCY1A1 GUCY2C HAND1 HDAC9 HIC2 HMGN2 HMGN3 HNF4G HNRNPA2B1 HOXC4 IER5 ING4 ITGA2 ITGB8 JAKMIP3 JAM3 JAZF1 JMJD1C KAT6B KCNQ3 KCNV1 KIAA1549 KLHL41 KRR1 LATS1 LONRF1 LRP2BP LYN MAP3K2 MAP3K21 MAP4K5 MARCHF4 MBD2 MBD4 MBLAC2 MDH2 MDK MDN1 ME1 MFAP3 MFAP3L MMP19 MRPS28 MRS2 MSI2 MTF1 MTHFD2L MTM1 MTX3 MXI1 NEDD1 NEFL NEUROD6 NMBR NOG NR3C1 NT5C1B-RDH14 NUFIP2 ODR4 PAIP2 PCDH8 PDIK1L PDS5B PECR PGD PHF20L1 PIK3R1 PKNOX1 PLAC9 PLPP3 PPHLN1 PPP3CA PRKRA PROX1 PRRC1 PRXL2C PSMA8 PTK2 PTPN11 PTPRE RAB11FIP2 RALYL RAPGEF6 RECK REXO2 RFWD3 RHOQ RNF11 RNF111 RNF149 RNF38 ROCK2 RORA RPS6KA6 SAMD4A SASH1 SCOC SDE2 SERP1 SGK3 SIRT1 SKP2 SLC12A6 SLC17A6 SLC23A2 SLC25A43 SLC35A5 SLC44A1 SLCO1A2 SLITRK4 SLK SMAD2 SMARCA1 SMARCA2 SMC2 SMIM17 SNTB2 SNX3 SPARC SPDYA SPRY3 SRPK2 SSX2IP ST8SIA4 STAG1 STARD4 STC1 STC2 STXBP1 SUZ12 SYCP2 TBX18 TC2N TCF15 TENT2 TET1 TFE3 TIMM8A TLCD4 TLE3 TLL1 TMEM170B TNPO1 TNRC6C TOR1AIP1 TPST1 TRA2A TRAPPC13 TSC22D2 TSEN34 TTC1 UBE2B UBE2K UBE2N UFC1 UNC80 USP13 USP47 UTY VPS13A VSIG10 WEE2 XPO5 ZBTB20 ZBTB43 ZDBF2 ZFP36L1 ZFR ZKSCAN1 ZMYND11 ZNF280C ZNF280D ZNF443 ZNF483 ZNF507 ZNF568 ZNF704 ZNF781 ZNF799 ZNF816-ZNF321P ZNF823 ZNRF3 MIR20A_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR20A_3P ACSM5 ACVR2B ADAM10 ADAMTS6 AK6 ALG2 ALOX5AP ANKRD1 ANKRD50 APOL2 ARF6 ASXL3 ATP2B1 ATRNL1 BAHD1 BCL11A BEND3 BMPR2 BTAF1 C14orf28 CACNB4 CADM2 CAPN14 CCL4 CDH13 CDKL5 CEPT1 CHN2 CILK1 CNTN5 CNTNAP1 CPEB2 CPEB3 CPEB4 CREBZF CSF2RA CSNK2A1 CTDSPL2 CTTNBP2NL CYB5B DARS2 DCAF12 DCP2 DDX17 DNAJC1 DNAJC7 DR1 DTHD1 DYRK1A EGFLAM EHMT1 EIF2AK3 ERI1 ERICH2 EXOC4 EZH2 FAM241A FBN2 FBXO34 FIGN GABRG1 GADL1 GALNT3 GNAZ GORASP2 GPATCH2 GPR85 GRB10 GTF2H1 HDAC9 HERPUD1 HMGN2 HTATSF1 IAH1 IMPG2 KATNA1 KCNA2 KCNK2 KIAA2026 KIF13A KLF9 KLRC3 LILRB2 LMO7 MAGEB1 MBTD1 MLLT3 MMGT1 MND1 MPDZ MRPS30 MTMR7 NCOA7 NECTIN3 NF1 NPM1 NUDT12 NUFIP1 NUP214 ONECUT1 ONECUT2 OTUD1 OTUD4 PCF11 PCMTD1 PDCD6IP PHIP PI15 PLEKHG1 PLXNA4 POU3F2 PPM1E PPP4R3B PRKCE PRSS12 PTPN21 PURA R3HCC1L RAB5A RAD51 RASSF8 RBM39 REEP5 RET REXO4 RGL1 RGS7 RHBDL3 RHNO1 RMND5A RNF19A RNF214 RORA SATB1 SCGB2B2 SCN8A SEC23IP SEMA6D SENP1 SH3PXD2A SIAE SLAIN2 SLC22A15 SLC38A2 SLC39A12 SLC7A14 SLC9A7 SMAD3 SOCS5 SPATA2 SPOPL SPRY1 ST8SIA6 SUPT7L SYNPR SZT2 TDG TENM4 TET2 TFDP3 TLN1 TMED2 TMEM199 TMEM258 TMEM67 TOX UGT8 UNC13C USP12 USP27X VCPIP1 VGLL2 VPS37B WAPL WDR47 YOD1 YTHDC2 ZBTB20 ZBTB38 ZC3H7B ZDHHC21 ZDHHC6 ZEB2 ZNF268 ZNF518A ZNF615 ZNF695 ZNF853 MIR20A_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR20A_5P AAK1 ABCA1 ABCD2 ABCG4 ABHD2 ABHD5 ABI1 ABL2 ACSL4 ADAM9 ADARB1 AFG1L AGFG1 AGFG2 AGO1 AGTPBP1 AHNAK AKAP11 AKAP13 AKTIP AMER2 ANKFY1 ANKH ANKIB1 ANKRD13C ANKRD17 ANKRD29 ANKRD33B ANKRD50 ANKRD52 ANO6 AP2B1 APCDD1 APP ARAP2 ARHGAP1 ARHGAP12 ARHGAP26 ARHGEF10 ARHGEF11 ARHGEF18 ARHGEF28 ARHGEF3 ARID4A ARID4B ARMC8 ATAD2 ATG14 ATG16L1 ATG2B ATL3 ATP12A ATXN1L B3GALT2 BAHD1 BAMBI BBX BCL11B BCL2L11 BEST3 BHLHE41 BICC1 BICD2 BMPR2 BNC2 BNIP2 BRMS1L BRWD1 BTBD10 BTBD7 BTG3 BTN3A1 C14orf28 C2CD2 C2orf69 C3orf70 C6orf120 CALD1 CAMTA1 CAPN15 CAPRIN2 CBLN4 CC2D1A CCDC71L CCND1 CCNG2 CCSAP CD274 CD69 CDC23 CDC37L1 CDKN1A CENPQ CEP120 CEP170 CEP97 CERCAM CFL2 CHD5 CHP2 CHRM2 CLIP4 CLOCK CMKLR1 CMPK1 CMTR2 CNOT4 CNOT6 CNOT6L CNOT7 CNRIP1 CORO2B CPEB3 CREB1 CREB5 CRK CROT CRY2 CRYBG3 CSRNP3 CTSA CTSK CXCL6 CYBRD1 DAB2 DCBLD2 DCUN1D1 DDHD1 DDIAS DDX5 DENND10 DENND5B DERL2 DLGAP1 DNAJB9 DNAJC16 DNAJC27 DNAL1 DOCK4 DPYSL2 DPYSL5 DRD1 DUSP2 DUSP8 DYNC1LI2 E2F1 E2F5 EEIG1 EFCAB14 EGLN3 EGR2 EIF4A2 EIF5A2 ELK3 ELK4 EMSY ENPP5 ENTPD4 ENTREP2 EPHA4 EPHA5 EPHA7 EPS15L1 ERAP1 ERC1 EREG ETV1 EZH1 F3 FAM117B FAM13A FAM13C FAM199X FAM210A FAM219B FAS FASTK FAT2 FAT4 FBXL3 FBXL5 FBXO21 FBXO31 FBXO48 FCHO2 FEM1C FGD4 FGD5 FGL2 FJX1 FLT1 FNBP1L FNDC3B FOXJ3 FOXK2 FRMD6 FRS2 FSD1L FYCO1 FZD3 GAB1 GABBR2 GABPB1 GLIS3 GNB5 GNPDA2 GNS GOLGA1 GOSR1 GPATCH2 GPR137B GPR137C GPR6 GPR63 GRAMD1A GUCY1A1 GXYLT1 HAS2 HAUS8 HBP1 HECTD2 HEG1 HIF1A HLF HPS5 HS3ST5 HSPA8 HTR2A HYCC2 IGSF10 IKZF4 IL1RAP IL6ST IQSEC2 IRF1 IRF9 ISM2 ITGA4 ITGB8 ITPRIPL2 JAK1 JPT1 KANSL1L KAT2B KATNAL1 KCNB1 KCNJ10 KCNK10 KIAA0513 KIAA1191 KIF23 KIF26B KIF3B KLF11 KLF12 KLF9 KLHL15 KLHL2 KLHL28 KMT2A KMT2B KMT5B KPNA2 KPNA3 L3MBTL3 LAMA3 LAPTM4A LASP1 LCOR LDLR LDLRAP1 LHX6 LIMA1 LIMK1 LMO3 LPGAT1 LRCH1 LRIG1 LRP8 LRPAP1 LRRC55 LYPD6 LYST LZIC MAGI3 MAP10 MAP3K14 MAP3K2 MAP3K20 MAP3K8 MAP3K9 MAP7 MAPK1 MAPK4 MAPRE3 MARCHF8 MASTL MCF2L MCHR2 MCL1 MED12L MEX3D MFAP3L MFN2 MFSD8 MIDN MINK1 MKNK2 MKRN1 MMP2 MMP24 MOSMO MSR1 MTF1 MTMR3 MYLIP MYNN MYT1L NAA30 NABP1 NACC2 NAGK NANOS1 NAPEPLD NBEA NCKAP5 NCOA3 NDEL1 NEDD4L NEUROG1 NEUROG2 NFAT5 NFIB NFIC NHLRC3 NIBAN1 NIN NIPA1 NKIRAS1 NPAS2 NPAS3 NPAT NPLOC4 NR2C1 NR2C2 NRIP3 NTN4 NTNG1 NUP35 OCRL OLFM3 ORMDL3 OSBPL5 OSM OSR1 OSTM1 OTUD4 OXR1 P2RX4 PAFAH1B1 PAG1 PAK5 PANX2 PAPOLA PAPOLB PARD6B PBX3 PCDH15 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHAC1 PCDHAC2 PDCD1LG2 PDE3B PDGFRA PDLIM5 PEX5L PFKFB3 PFKP PGBD5 PGM2L1 PHC3 PHIP PHLPP2 PIK3R1 PITPNA PKD1 PKD2 PLAG1 PLAGL2 PLCB1 PLEKHA3 PLS1 PLXDC2 PLXNA1 POLR3G PPP1R15B PPP1R21 PPP1R3B PPP3R1 PPP6C PRCP PRDM6 PRR14L PRR15 PRR16 PRRG1 PSD PSG3 PTGDR PTGR3 PTHLH PTPDC1 PTPN21 PTPN3 PTPN4 PTPRD PURB PXK PXYLP1 RAB10 RAB11FIP1 RAB11FIP5 RAB12 RAB22A RAB30 RAB5B RAB8B RACGAP1 RAP2C RAPGEFL1 RAPH1 RASA2 RASD1 RASGRF2 RASL11B RB1CC1 RBBP7 RBL1 RBL2 RBM12B RCCD1 REEP3 REPS2 REST RETREG2 RETREG3 REV3L RGL1 RGMA RGMB RHOC RLIM RNASEH2B RNF128 RNF217 RNF6 RNH1 ROCK2 RORA RORC RPS6KA4 RPS6KA5 RPS6KA6 RRAGD RRAS2 RRM2 RSRP1 RUFY2 RUNX3 S1PR1 SACS SALL1 SALL3 SAMD12 SAMD8 SAR1B SCAMP2 SCAMP5 SCN1A SCN2A SCN2B SEMA4B SEMA7A SEPTIN2 SERF1A SERF1B SERP1 SERTAD2 SESN3 SFMBT1 SGMS1 SH3BP5 SH3PXD2A SIKE1 SLAIN2 SLC16A6 SLC16A9 SLC17A7 SLC22A23 SLC24A2 SLC30A7 SLC33A1 SLC40A1 SLC45A4 SLC46A3 SLC49A4 SLC4A4 SLC4A8 SLITRK2 SLITRK3 SLMAP SMAD4 SMAD5 SMOC1 SMOC2 SNTB2 SNX16 SNX8 SOCS6 SORL1 SOS1 SOWAHC SOX4 SPOPL SPRED1 SPTY2D1 SQSTM1 SRCIN1 SRGAP1 SRPK2 SSH1 SSH2 SSX2IP ST3GAL1 ST6GALNAC3 ST6GALNAC6 STAT3 STK11 STK17B STK38 STRIP2 STXBP5 SUCO SUSD6 SYTL4 TAFA1 TAGAP TANC1 TAOK1 TAOK3 TBC1D17 TBC1D20 TBC1D8B TBC1D9 TENM1 TET1 TET3 TFAM TGFBR2 TGM2 THRA TIAM1 TM2D2 TMEM100 TMEM127 TMEM138 TMEM167A TMEM168 TMEM25 TMEM265 TMEM64 TMX3 TNFAIP1 TNFRSF21 TNKS1BP1 TNKS2 TOPORS TP73 TPRG1L TRAPPC14 TRDN TRIM3 TRIM36 TRIM37 TRIP10 TRIP11 TRPV6 TSG101 TSPAN9 TUSC2 TXNIP U2SURP UBE2D1 UBE2Q2 UBE3C UBXN2A UEVLD ULK1 UNC80 UNK UNKL URI1 USP24 USP28 USP3 USP31 USP32 USP46 USP6 UXS1 VANGL1 VASH2 VASP VCPKMT VLDLR VSX1 WDFY2 WDFY3 WDR37 WFS1 WNK3 WWP2 XRN1 YOD1 ZBTB18 ZBTB20 ZBTB21 ZBTB33 ZBTB4 ZBTB41 ZBTB47 ZBTB7A ZBTB8A ZBTB9 ZC3H12C ZDHHC1 ZDHHC9 ZFAND4 ZFP91 ZFPM2 ZFYVE26 ZFYVE9 ZHX2 ZNF148 ZNF2 ZNF202 ZNF236 ZNF25 ZNF264 ZNF280B ZNF367 ZNF512B ZNF597 ZNF652 ZNF704 ZNF800 ZNF827 ZNFX1 ZSCAN20 ZXDA MIR20B_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR20B_3P ACTBL2 ALS2 BIRC3 BOD1 BRWD1 BRWD3 C2orf66 CCDC73 CLEC2A CNTN5 DCUN1D4 DMTF1 DONSON EMC2 ENSG00000276759 EPDR1 ERG ETV1 F11 FAM110C FBXL17 FBXO7 FLT3 FOXO4 GABRA3 GRID2 HECTD1 HMGCR HNRNPLL HTR2C INPP5A INPP5F ITGAV LDB2 LMCD1 MAEL MED13L MED20 MEF2C MRPL30 MSX2 MYBL1 NALCN NCR3LG1 NDUFS4 NIPA2 NT5C2 OGN PACS2 PBX1 PDE4B PFKM PHYHIPL PSEN1 RANBP9 RARG RNF14 RSF1 RSRC2 SH3TC2 ST6GALNAC1 STON1 THSD7A TMF1 TOB1 TOP2B TRIM33 TSPAN12 ZNF652 ZNF711 ZNF736 ZNF91 MIR20B_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR20B_5P AAK1 ABCA1 ABCG4 ABHD2 ABI1 ABL2 ACSL4 ADAM9 ADARB1 AFG1L AGFG1 AGFG2 AGO1 AGTPBP1 AHNAK AKAP11 AKAP13 AKTIP AMER2 ANKFY1 ANKH ANKIB1 ANKRD13C ANKRD17 ANKRD29 ANKRD33B ANKRD50 ANKRD52 ANO6 AP2B1 APCDD1 APP ARHGAP1 ARHGAP12 ARHGAP26 ARHGEF10 ARHGEF11 ARHGEF18 ARHGEF28 ARHGEF3 ARID4A ARID4B ARMC8 ATAD2 ATG16L1 ATG2B ATL3 ATP12A ATXN1L B3GALT2 BAHD1 BBX BCL11B BCL2L11 BEST3 BHLHE41 BICC1 BICD2 BMPR2 BNC2 BNIP2 BRMS1L BRWD1 BTBD10 BTBD7 BTG3 BTN3A1 C14orf28 C2CD2 C2orf69 CALD1 CAMTA1 CAPN15 CAPRIN2 CC2D1A CCDC71L CCND1 CCNG2 CD274 CD69 CDC23 CDC37L1 CENPQ CEP120 CEP170 CEP97 CERCAM CFL2 CHD5 CHP2 CHRM2 CLIP4 CLOCK CMKLR1 CMPK1 CMTR2 CNOT4 CNOT6 CNOT6L CNOT7 CNRIP1 CORO2B CREB1 CREB5 CROT CRY2 CRYBG3 CSRNP3 CTSA CTSK CXCL6 CYBRD1 DAB2 DCBLD2 DCUN1D1 DDHD1 DDX5 DENND10 DENND5B DERL2 DNAJB9 DNAJC16 DNAJC27 DNAL1 DOCK4 DPYSL2 DPYSL5 DRD1 DUSP2 DUSP8 DYNC1LI2 E2F1 E2F5 EEIG1 EFCAB14 EGLN3 EGR2 EIF4A2 EIF5A2 ELK3 ELK4 EMSY ENPP5 ENTPD4 ENTREP2 EPHA4 EPHA5 EPHA7 EPS15L1 ERAP1 ERC1 EREG ETV1 EZH1 F3 FAM117B FAM13A FAM13C FAM199X FAM210A FAM219B FAT2 FAT4 FBXL3 FBXL5 FBXO21 FBXO31 FBXO48 FCHO2 FEM1C FGD4 FGD5 FJX1 FLT1 FNBP1L FNDC3B FOXJ3 FOXK2 FRMD6 FRS2 FSD1L FYCO1 FZD3 GAB1 GABBR2 GLIS3 GNB5 GNPDA2 GNS GOLGA1 GOSR1 GPATCH2 GPR137B GPR137C GPR6 GPR63 GRAMD1A GUCY1A1 GXYLT1 HAS2 HAUS8 HBP1 HECTD2 HEG1 HIF1A HLF HPS5 HS3ST5 HSPA8 HTR2A HYCC2 IGSF10 IL1RAP IL6ST IQSEC2 IRF1 IRF9 ISM2 ITGA4 ITGB8 ITPRIPL2 JPT1 KAT2B KATNAL1 KCNB1 KCNJ10 KCNK10 KIAA0513 KIAA1191 KIF23 KIF26B KIF3B KLF11 KLF9 KLHL15 KLHL2 KLHL28 KMT2A KMT2B KMT5B KPNA2 L3MBTL3 LAMA3 LAPTM4A LASP1 LCOR LDLR LDLRAP1 LHX6 LIMA1 LIMK1 LMO3 LPGAT1 LRCH1 LRIG1 LRP8 LRPAP1 LRRC55 LYPD6 LYST LZIC MAGI3 MAP10 MAP3K14 MAP3K2 MAP3K8 MAP3K9 MAP7 MAPK1 MAPK4 MAPRE3 MARCHF8 MASTL MCF2L MCL1 MED12L MEX3D MFAP3L MFN2 MFSD8 MIDN MINK1 MKNK2 MKRN1 MMP24 MOSMO MTF1 MTMR3 MYLIP MYNN MYO5B MYT1L NAA30 NABP1 NACC2 NAGK NANOS1 NAPEPLD NBEA NCKAP5 NCOA3 NDEL1 NEDD4L NEUROG1 NFAT5 NFIB NFIC NHLRC3 NIBAN1 NIN NIPA1 NKIRAS1 NPAS2 NPAT NPLOC4 NR2C1 NR2C2 NRIP3 NTN4 NTNG1 NUP35 OCRL OLFM3 ORMDL3 OSM OSR1 OSTM1 OTUD4 OXR1 P2RX4 PAG1 PAK5 PANX2 PAPOLA PAPOLB PARD6B PBX3 PCDH15 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHAC1 PCDHAC2 PDCD1LG2 PDE3B PDGFRA PDLIM5 PEX5L PFKFB3 PFKP PGBD5 PGM2L1 PHC3 PHIP PIK3R1 PITPNA PKD1 PKD2 PLAG1 PLAGL2 PLEKHA3 PLXDC2 PLXNA1 PPP1R15B PPP1R21 PPP1R3B PPP3R1 PPP6C PRCP PRDM6 PRR14L PRR15 PRR16 PRRG1 PSD PSG3 PTGDR PTHLH PTPDC1 PTPN21 PTPN3 PTPN4 PTPRD PURB PXK PXYLP1 RAB10 RAB11FIP1 RAB11FIP5 RAB22A RAB30 RAB5B RAB8B RACGAP1 RAP2C RAPGEFL1 RAPH1 RASD1 RASGRF2 RASL11B RB1CC1 RBBP7 RBL1 RBL2 RBM12B RCCD1 REEP3 REPS2 REST RETREG2 RETREG3 REV3L RGL1 RGMA RGMB RHOC RLIM RNASEH2B RNF128 RNF6 RNH1 ROCK2 RORA RORC RPS6KA4 RPS6KA5 RPS6KA6 RRAGD RRAS2 RRM2 RSRP1 RUFY2 RUNX3 S1PR1 SACS SALL1 SALL3 SAMD12 SAR1B SCAMP2 SCAMP5 SCN1A SCN2B SEMA4B SEMA7A SEPTIN2 SERF1A SERF1B SERP1 SERTAD2 SESN3 SFMBT1 SGMS1 SH3BP5 SH3PXD2A SIKE1 SLAIN2 SLC16A6 SLC16A9 SLC17A7 SLC22A23 SLC24A2 SLC33A1 SLC40A1 SLC46A3 SLC49A4 SLC4A4 SLC4A8 SLITRK3 SLMAP SMAD4 SMAD5 SMOC1 SMOC2 SNTB2 SNX16 SNX8 SOS1 SOX4 SPOPL SPRED1 SQSTM1 SRCIN1 SRGAP1 SRPK2 SSH1 SSH2 SSX2IP ST3GAL1 ST6GALNAC6 STAT3 STK11 STK17B STK38 STRIP2 STXBP5 STYX SUCO SUSD6 SYTL4 TAFA1 TAGAP TANC1 TAOK1 TAOK3 TBC1D20 TBC1D8B TBC1D9 TENM1 TET1 TET3 TFAM TGFBR2 TGM2 THRA TIAM1 TM2D2 TMBIM6 TMEM100 TMEM127 TMEM138 TMEM167A TMEM168 TMEM265 TMEM64 TMX3 TNFAIP1 TNFRSF21 TNKS1BP1 TNKS2 TOPORS TP73 TPRG1L TRAPPC14 TRDN TRIM3 TRIM36 TRIM37 TRIP10 TRIP11 TRPV6 TSG101 TSPAN9 TXNIP U2SURP UBE2Q2 UBE3C UBXN2A UEVLD ULK1 UNC80 UNK UNKL URI1 USP24 USP28 USP3 USP31 USP32 USP46 USP6 UXS1 VANGL1 VASH2 VLDLR VSX1 WDFY2 WDFY3 WDR37 WFS1 WNK3 XRN1 YOD1 ZBTB18 ZBTB20 ZBTB21 ZBTB33 ZBTB4 ZBTB41 ZBTB7A ZBTB8A ZBTB9 ZC3H12C ZDHHC1 ZDHHC9 ZFAND4 ZFP91 ZFPM2 ZFYVE26 ZFYVE9 ZHX2 ZNF148 ZNF202 ZNF236 ZNF25 ZNF264 ZNF280B ZNF367 ZNF512B ZNF597 ZNF652 ZNF704 ZNF800 ZNF827 ZNFX1 ZSCAN20 ZXDA MIR210_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR210_3P AIFM3 BDNF DENND6A FGFRL1 GALR2 IGF2 ISCU KMT2D MID1IP1 NDUFA4 RUNX3 SHISAL2B MIR210_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR210_5P ABCA1 ADRA1B AKT3 ANKRD13B ANKRD52 ARL16 ARL17A ATXN7L3 BICD2 BTG2 CAMK2A CDK13 DAG1 DHRSX EDC3 ELOVL2 EMC10 ENSG00000276759 EP300 ERFE FAF2 FAM161A FAM89B GPATCH3 ISLR KCNAB2 KCNH7 KIRREL1 LDLRAD2 LRP4 MEX3A MYL10 MYO18A NOL4 NPNT OAZ2 PHF21A PID1 PPTC7 PTPRD RGS6 RIMS3 RIMS4 SEMA4B SH3BP4 SHQ1 STX17 TBX4 TENM2 TFCP2L1 TMIE USF1 ZDHHC22 ZIC3 ZNF385B MIR2110 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR2110 ACSL1 AGAP2 AGPAT4 APOL4 ARFGEF3 ASPH ASTN1 ATP2B2 ATP6V1G2 BCAM BCAS3 BNC2 BRAF BTBD3 C1QTNF3 CALCA CAPN11 CCDC82 CCL8 CD1E CD69 CEP135 CNIH3 COPZ1 COPZ2 CSNK1A1 CUL3 CXCL11 CYP4A22 CYREN CYYR1 DIRAS2 ELAVL3 ELK1 ELOVL4 ENAM ENO2 ETV4 FBXO41 FCHSD1 FGFR1 FOXM1 G3BP1 G3BP2 GBP3 GDF11 GGPS1 GPR135 GRID2 GRIK1 HECTD3 HNRNPA1 HSPE1-MOB4 IFNLR1 IGF2BP3 IL6ST INO80D ITPRID1 ITSN1 JOSD1 KIAA0825 KIF21B KSR2 LOXHD1 LRRC75A LRRTM2 LUC7L3 LUZP2 MAP1A MAP2K1 MBD2 MCPH1 MED9 MMACHC MOB4 MOCS1 MR1 NAALADL2 NADK2 NECTIN1 NECTIN2 NMT1 NRAS NRIP1 OLIG1 PABIR1 PATL1 PBX2 PCM1 PCYOX1 PI4KB PIK3R3 PLEKHH1 PLEKHS1 PRCC PRDM8 PRKACA PSKH1 PSTPIP2 PTER PTGR3 PTOV1 PTPN1 PTPN14 PYGB RAB11FIP2 RARB RASL11B RNASEH2A RNF169 RNF180 RPH3A RPN2 RSAD2 S1PR3 SARM1 SEMA4G SEMA5A SERINC1 SGTB SH3BP4 SIPA1L3 SLC25A33 SLC38A1 SLC38A7 SLC41A1 SLC4A10 SLC7A14 SMAGP SMIM19 SMS SPOCK3 SPRR4 SUSD2 SYNCRIP TAOK3 TBC1D8B TBR1 THAP2 TMED4 TMEM144 TMEM182 TNRC6A TPH1 TRAM1 UBE3C UBR3 UNC5B USP12 UVSSA VWC2 WASF2 WBP1L WNT5A WNT8B XBP1 YES1 YTHDC1 YY1AP1 ZBTB39 ZBTB4 ZBTB44 ZDHHC15 ZDHHC8 ZFP28 ZFX ZHX3 ZMAT4 ZMYM4 ZNF516 ZNF609 ZNF620 ZNF831 MIR2113 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR2113 ABCC9 ABR ACSL1 ACTN1 ADAM23 ADAMTSL1 ADGRG6 ADGRL2 ADGRL4 ADIPOR2 ADRB1 AGO1 AHDC1 AIG1 ANGPTL7 ANKRD12 ANKRD27 APBA1 ARID4B ARSD ASXL3 ATF2 ATL1 ATRN B2M BBX BICC1 BRCA1 BTG2 CACNB4 CAMTA1 CASK CASTOR2 CBL CCDC6 CCDC88A CDH2 CDH8 CDS1 CERT1 CHFR CHST4 CHUK CLEC5A CLOCK CNTNAP2 COL10A1 COL3A1 CPEB3 CPM CREB1 CRH CSDE1 DCUN1D3 DIP2C DNAI1 DSCAML1 DUSP16 E2F5 E2F8 EBF1 EBF2 EIF2AK3 EIF4G2 ELL2 EMC7 EPC1 ERBB4 FAM20B FAM210A FANCB FBN2 FBXO33 FBXO8 FCHSD2 FGD1 FGF13 FHIP1A FMR1 FN3KRP FRMD3 FYB1 GABBR2 GABPA GCC1 GLRA2 GLYATL2 GOLGA6A GOLGA6B GOLGA6C GOLGA6D GOLGA8A GOLGA8B GOLT1B GPR161 GRIK2 GRM3 GTDC1 HAPLN1 HECTD2 HIP1 HIPK2 HOMER1 IDH3A IFNL1 IGFBP3 INO80D ITGAX JADE1 KAT6A KCNB1 KCND1 KCNIP3 KCNQ5 KDM3B KIAA1522 KIF16B KIF21B KIRREL3 KLHL13 KLHL29 LAMB3 LHX1 LIN52 LITAF LRCH1 LRP1B LYST MAB21L2 MAP4K3 MARK1 MBD6 MBNL3 MBTD1 MDGA2 MED26 MID2 MOB3C MPRIP MTOR MXI1 MYH1 MYH2 MYH8 MYO5B NAA15 NAMPT NAV3 NBN NCBP1 NCOA2 NOTCH2 NRK NRXN1 OMG OSBPL8 PDXDC1 PEX5L PHLPP1 PIK3C2A PIK3CA PIM1 PKN2 PLCB4 PLEKHA5 PMEPA1 POGLUT3 PON2 POU3F2 PPARA PPP1R11 PPP2R5A PPTC7 PROX1 PTBP3 PURA PURG RAB23 RABGGTB RAD9B RALGPS1 RBKS RBL1 RDH11 RELN RFX3 RICTOR RIN2 RIPOR2 RNF103 RNF139 RNF38 ROR1 RTL4 RTN3 SATB1 SCAI SCN2A SEC14L1 SEMA6D SFMBT1 SGCD SGIP1 SH3KBP1 SHC1 SIK2 SIX4 SLAIN2 SLC12A5 SLC17A6 SLF2 SNTB2 SOCS1 SORBS1 SORCS1 SOWAHC SPSB1 STAM2 STARD3NL STK26 STK3 STRN3 SULF2 SUZ12 SYNJ1 SYNPR SYT1 SYT13 TAS2R20 TBPL1 TBR1 THBS1 THSD7A TMEM70 TMX1 TNKS TRAK2 TRHDE TRIM2 TRIM9 TRPC3 TSPAN5 TUB UBE2D1 UBE2D2 USH2A USP15 USP32 USP44 WBP2NL WDR44 WDR7 WWC2 YES1 ZBTB18 ZFP36L2 ZNF37A ZNF385A ZNF521 ZNF559-ZNF177 ZNF585A ZNF697 MIR2114_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR2114_3P AGFG1 AGTR2 APH1A ARL11 BCAS1 BIRC6 C20orf203 CHRNE CSMD1 CTBS DCP2 DHX58 DPP10 ELOA ERCC1 GRIN3A HIF3A KPNA6 LARP1B LBH LILRA2 LIMCH1 MEAF6 MEF2C MTMR3 NLK PRR3 PSMC3IP RAB3B RHBDL3 RHCG RHO RTN4RL1 SENP2 SIGLEC1 SMPD3 STK4 TBR1 TMEM167B TOP3A TSPAN3 VAMP1 MIR2114_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR2114_5P ADAR AEBP2 ANKFY1 ANKRD13A BID CCR10 CDK1 CEP44 CYFIP1 DCAF5 DLX5 EFNA5 EIF2S3 FAM81A FKBP1B LDB1 LIAS METAP1D MOCS2 MRFAP1L1 MTMR9 NFIA NSG1 OCRL PHACTR2 PLEKHG7 PSMB9 RAPGEF5 RCAN3 RPL7L1 RUNX2 SRSF1 TMEM177 UST ZEB1 MIR2115_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR2115_3P AAK1 AARD ACTR3 ADAM28 ADGRG2 ADSS2 AGL ALCAM ALKBH8 ANKLE2 ANKRD17 ANKRD34B ANKS1B ANO6 ANP32A ARCN1 ARFGEF2 ARID2 ARRDC3 ATG5 ATXN7 BCAS1 BLMH BRD1 BTG1 C10orf71 C2orf78 C6orf58 CAB39L CAMK2D CAPNS2 CASP14 CCDC28A-AS1 CCT4 CDC20B CDS1 CDYL2 CERS3 CIAO2A CIP2A CKS1B CLDN22 CLIC2 CLVS2 CNBP CNTLN COX16 CPOX CPSF7 CREG1 CRY1 CTSO CXCL8 CYP2U1 DAB2 DDX3X DEXI DNAJB2 DPP10 DPY19L2 DUSP10 DYNC1LI2 EDIL3 EIF4E3 ELAVL2 ELF1 ENDOD1 ENSA ERBB4 ERCC6 EXD1 EXD2 EXO5 EYS FADD FAM120B FAM120C FBXO7 FGF5 FOXN2 FUT9 GAN GAPT GCM2 GCSAM GOLGA4 GPATCH2L GPC6 GPM6A GPR155 GPR176 GSTA1 GSTA2 GTPBP10 HACE1 HOOK1 HS2ST1 IKZF2 IL17RD ITGAV KBTBD8 KLHL11 KRTAP1-5 LACTB LCOR LCORL LETMD1 LIN54 LNPK LRRC17 LSM8 MAGOHB MAP2 MAPK1 MECP2 MEF2D MERTK MEX3C MIF4GD MINDY2 MRS2 MSL2 MTCH1 MTFR1 MTMR4 MTRR MTX3 MYF5 NEDD4 NEURL1B NR4A2 NUP153 ODF2 ODF2L OGN ORC5 P2RY14 PABIR3 PABPC4L PANX2 PCDH11Y PCMTD1 PDCD2 PDE8A PDS5B PEX13 PIK3CG PLP1 PMP22 PNMA2 POLR2K POLR3G PPM1D PRICKLE2 PRKAG1 PRKCB PROSER1 PSMD5 PTH PTPRE RAB18 RAB27B RAB3GAP1 RAC1 RAD23B RANBP17 RB1CC1 RBBP9 RBM17 RC3H1 RDH11 RECK RHOA RIMKLB RIMOC1 RMND5A RNF11 RNF144A RNF4 RPS6KA6 RWDD1 SAP30L SCAF8 SDCBP SDHAF4 SDHC SEL1L SGPP1 SH3TC2 SLCO6A1 SLMAP SMC2 SND1 SORCS1 SREK1 STARD5 STRBP SYNJ2BP-COX16 TALDO1 TBC1D31 TET3 TFAP2B TKTL2 TMEM33 TNFRSF21 TNS3 TOR1AIP2 TP63 TRAF3 TRAPPC2 TRAT1 TRIM9 TRPC5 TRPC6 TSPYL5 TWIST1 TWSG1 UGT2A3 USP24 VAMP3 VEGFA VEGFD WNT7A YAF2 YIPF4 ZBTB6 ZFAND1 ZMAT3 ZNF507 ZNF516 ZNF529 ZNF638 ZNF704 ZNF804A ZNF860 ZSCAN32 MIR2115_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR2115_5P ABHD17A ACLY ADAMTS17 AFF1 AMER3 ANTXR1 ARHGAP19 ARID4A ATL3 ATXN2 B3GAT1 BORCS5 BORCS7 BTBD7 BTF3L4 CADM2 CBLL1 CD274 CDKN2D CEP170 CERS6 CFAP90 CNNM4 CORO2B CRKL CSNK1G3 CXADR CYLD DHRS12 DOCK3 DPH3 DPH3P1 DRP2 DTX3L ELL2 ENSG00000228919 FAM83B FAT3 GABRG3 GOSR2 GPR176 GXYLT1 HMBOX1 HMGN3 HNRNPA0 HSF5 HSPA12A IDS IQGAP1 IQSEC2 IRS1 JAG1 JAZF1 KCNIP1 KIAA1549 KIF21B KIFC3 KLF6 KLRK1 LENG8 LPGAT1 LRATD2 LTN1 MAF MAMSTR MARF1 MBTPS1 MID2 MIER3 MRPL34 MTA3 NACA NAV2 NFATC2 NGF NPAS3 NPY2R ONECUT2 ORC5 PEX5L PHF20 PIK3C2A PIK3R3 PKP4 PLA2R1 PRKCA PURB RAB10 RAB8B RBM20 RC3H2 RCBTB1 REPIN1 RFWD3 RPIA RPS6KB1 RUBCN SAP130 SFT2D2 SGK1 SH3BP5 SNRNP27 SPDYA SPRED1 SREK1 SSBP3 STC2 TAF5 TCF7L2 TEAD1 TES TET3 TEX26 TFAP2A TFCP2L1 TMBIM4 TMEM164 TMEM37 TRIP13 TTC7A TTPAL TULP4 TXNDC12 UBE2U USP49 VANGL1 VGLL3 WWOX ZC2HC1C ZFAND5 ZFP91 ZFPM2 ZKSCAN2 ZNF266 ZNF367 MIR2116_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR2116_3P ADPRH ATP4B C15orf48 C1orf21 C22orf46P CDSN CELSR1 CHEK1 CLSPN CORO1C DACT3 DNAJC19 DNAJC22 ELOVL3 EREG FAM3C FAM76A FBXO32 GABRA3 GALNT1 GATAD1 GRHL2 GRIK3 IGF2BP1 INPP5A IRGQ KIF11 KRBOX4 MAGOHB MBD6 MDGA1 MTCH2 MTHFD2 MYB NDC1 NTRK2 NWD1 PAPPA PAX5 PEA15 PEX7 POU2F1 PPFIA2 PRKCA PROP1 PRSS35 RAB12 SCD5 SETD7 SGPP1 SH3TC2 SMDT1 SMNDC1 SPC24 SPINT2 SPOCK1 SPOPL SYNGR1 SZRD1 TET3 TMEM132C TNRC6B TP53INP2 TTLL12 VTI1A ZDHHC11 ZFP91 ZFX ZNF182 ZNF267 ZNF514 ZNF577 ZNF732 MIR2116_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR2116_5P ACYP2 ADAM12 AEBP2 AKAP12 ALS2 ANKRD37 ANKS3 ARL6 ATP10A BAZ1B BTC C1QTNF3 C8orf44-SGK3 CALHM4 CCDC126 CCDC59 CCNJ CELF4 CEP120 CHP1 CNGB1 COA7 COMMD10 CUL1 DCUN1D3 DDI2 DENND6A DHFR DLG2 ELK4 ELOVL2 EPHA6 EPPIN-WFDC6 ERICH1 EXT2 FAM118A FAM120B FBXO31 FBXO36 FHIP2A FLRT3 FOXL1 FZD8 GABRA1 GATA6 GCNT2 GCSAM GDAP2 GMEB2 H6PD HADH HAPLN1 HTR1B IGF1R INPP5A INSR IQCK ITPRID2 KCNJ13 KIFC3 LPGAT1 LSM14A MAP4K3 MB21D2 MBNL1 MBNL3 MEX3D MIA3 MRPL19 MYDGF MYRIP NAPEPLD NCAM2 NEK2 NHEJ1 NME9 NOSIP NOTCH2NLA NR4A3 NSD3 NUP50 OGFRL1 OPA1 ORC4 PALLD PAX5 PCNX1 PDE10A PDZD8 PFKFB2 PHF2 PHTF2 PIK3C2A PIK3CB PMS2 PPP1R3D PRH2 PSMF1 PTPN1 PUDP RBM12 RBM46 RBM47 RNF149 RORA SDCBP SGK3 SH3GLB1 SLC17A6 SLC30A1 SLC7A14 SLCO4C1 SORCS2 SOS1 SPACA1 SPAG1 SPOCK3 SPX SRFBP1 STYK1 TAS2R20 TENM2 TENT2 TFAP4 TLE4 TMF1 TNFAIP3 TNPO1 TOMM5 TRAM1L1 TSPAN2 TSTD1 TYW5 UBN1 VASH2 WAPL YWHAZ ZBTB10 ZC3H12C ZNF12 ZNF501 ZNF549 ZNF708 MIR2117 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR2117 ACP3 AGFG1 ALDH9A1 ANXA3 AP4S1 ARG2 ARHGEF18 ARID2 ASB4 ATOSB ATP2A2 BCAT1 BCL2L13 BMP3 BNIP2 BORCS7 BTF3L4 C9 C9orf64 CAMK1D CCDC186 CD93 CDC42SE2 CFAP91 CNDP2 COX11 CPSF2 CPVL CR1 CSRP3 CYB5R4 DAB2IP DLG3 DNAJC14 DNAJC22 EHD2 EIF2S1 ENPP1 ESYT2 EVI2A F2RL2 FAM114A1 FRRS1 GAD2 GPRASP1 HKDC1 HOXC5 IL1RAP IL22RA2 JARID2 JCHAIN KAZN KCNN3 KIT KLHL18 LARP4 LIMA1 LRRTM3 MRPL9 MSANTD3 NFASC NOG NOLC1 NPFFR2 NTNG2 NUDCD1 OPRM1 OR51E1 OSBPL11 PAG1 PAICS PAK5 PELI2 PGM5 PHLPP1 PIAS1 PIK3R4 PLCD4 PLPP5 PMM1 POLR3B PRY PRY2 PSIP1 PTGER4 PURB RAB40C RABL3 RASSF3 RBM12 RGS7BP RO60 RPRD2 RPS6KC1 RUNX1T1 SDCBP2 SIGLEC6 SMAD9 SNRPB STK38L STX6 TAF4 TBX18 TFAP2E THSD7A TM2D1 TMEM132E-DT TMEM234 TMEM248 TMEM260 TNRC6B TRAPPC6B TRIM33 TRIM71 TTPA TUBGCP4 UGT2A3 USP32 UTY VRK2 YTHDF2 ZBTB20 ZNF268 ZNF322 ZNF37A ZNF385D ZNF711 ZSWIM6 MIR211_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR211_3P ABHD2 ACAP3 AIF1L AMER3 ANP32A ARHGEF11 ATG10 ATP6V0E2 BTBD9 CAPZA2 CARD8 CHODL CLCN7 CNGA2 CRABP2 CRYM CSRNP1 DMAC1 DMC1 ELK1 ERLIN2 FBXO30 FPR2 FYN GLIPR1L2 GOPC GPR146 HDC HLA-DPB1 HNRNPD HSD11B1L IFFO1 IL9R IZUMO4 KCNJ11 KCTD6 LAD1 LMO4 LRP2BP MAU2 MEF2A MEF2D METTL15 MYD88 NKAIN1 NOS1 PCDHB4 PDS5A PDXP PIK3CG PKLR PNMA1 PPP2R5E PRDM2 PRICKLE1 PRORP PRR5L RABL3 RBFOX2 RCHY1 RFT1 RGMB RUBCN SATB2 SH3KBP1 SLC30A7 SLC46A1 SOCS5 SORCS2 SPIN1 SQSTM1 SYNGR3 TET3 TMEM9 TMTC2 TRAK2 UBE3A VSX2 WDR72 ZNF217 ZNF609 ZNF749 MIR211_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR211_5P ABRAXAS2 ACADL ACAT1 ACBD7 ACER3 ACSL4 ACSM5 ADCY1 ADCY6 ADORA2A ADRA1A AEBP2 AFAP1 AFF1 AK4 AKAP1 ALCAM AMOT ANGPT1 ANGPTL1 ANKRD13A ANKRD13C ANO6 AP1S2 AP1S3 AP2A2 AP3M1 APH1B AQP11 ARCN1 ARHGAP26 ARHGEF33 ARL8B ARX ASPH ASXL3 ATF2 ATP8B1 B3GNT5 BCL9 BEND6 BICC1 BIRC2 BIRC6 BMPR1A BRWD1 BTBD1 C17orf58 C2CD2 C2orf68 C2orf76 C9orf72 CAMK1 CAPRIN1 CCDC120 CCDC144A CCND2 CCNT2 CCNY CD200 CDH4 CDK13 CDK14 CELF2 CELSR3 CHCT1 CHD5 CHN2 CHP1 CLIP4 CNOT1 COG5 COX10 COX5A CPNE8 CREB5 CRKL DCUN1D3 DHH DLG5 DMTF1 DNAAF9 DNAJC13 DNM2 DPF1 DPP4 DRAP1 DUSP14 DYNC2H1 DYRK1A EBF2 EEF1E1 EFNB3 EIF2AK3 ELAVL2 ELAVL3 ENDOU ENTHD1 EPHA5 EPHA7 EPHB2 EPHB6 ESCO2 ESRRG ESYT2 EVA1C EVC2 EXOC6B EZR FAM168B FAM3B FAN1 FARP1 FBN2 FBXW7 FGD5 FHIP1B FNIP1 FOSB FOXC1 FRAS1 FRS2 FRY FTSJ3 FUT9 FZD4 GAN GCNT2 GDNF GET4 GLIS3 GMEB1 GNRHR GPATCH2L GPBP1L1 GPC3 GSTM3 HAPLN1 HAPSTR1 HAS2 HCAR2 HCAR3 HGF HGSNAT HLTF HMCN2 HNRNPA2B1 HNRNPUL1 HOOK3 HOXC8 HYAL4 HYCC1 IGF2R IGFBP5 IKZF2 IL7R INO80D INPP4A INTS2 IPO8 ISM1 IST1 ITPR1 JAK2 JARID2 JPH3 KCNA3 KHDRBS1 KHDRBS3 KLF12 KLHL29 KMT5A KXD1 LARP4B LATS1 LIG3 LPP LRP2 LSM5 M6PR MAGI1 MAP1LC3B MAPK9 MAPRE2 MCCD1 MCOLN1 MEIS2 MGAT3 MLLT3 MLXIP MMP16 MON2 MTMR6 MTMR7 MYH15 NAA15 NAA40 NALF2 NAPG NBEA NBR1 NCOA7 NEBL NFATC3 NKAPD1 NOP10 NOVA1 NR3C1 NR3C2 NRBF2 NTRK2 ONECUT2 OPRM1 P2RX1 PALM2AKAP2 PCGF3 PCYT1B PDCD6 PDE1C PDHX PERP PEX19 PHEX PHF13 PHOX2B PID1 PIK3CB PIP4K2B PKHD1L1 PLXDC2 PLXNA2 PPARGC1A PPIC PPM1K PRAMEF12 PRAMEF18 PRDM1 PRDM2 PRKRA PRRX1 PRTG PTP4A1 PTPRD PTPRJ PTPRR PTPRT RAB10 RAB14 RAB22A RAB40B RABGAP1L RASA3 RASL10A RELL1 RERE RGL1 RHOBTB3 RHOT1 RIMS2 RIOK1 RNF170 RPL7L1 RPS6KA3 RPS6KA5 RPS6KC1 RREB1 RSPO4 RTKN2 RUBCN RUNX2 RXFP1 SAE1 SAMD5 SASS6 SCML2 SCN2A SEC24D SEC61A2 SEMG2 SEPTIN11 SF3B1 SGIP1 SH3PXD2A SH3TC2 SHF SIRT1 SKI SLC12A6 SLC16A6 SLC24A2 SLC25A24 SLC25A35 SLC37A3 SLC43A1 SLITRK4 SMIM13 SNAP47 SOS1 SOX11 SOX14 SOX4 SPCS3 SPOP SPRED1 SPRY3 SPRYD7 SSRP1 ST7 STON2 STOX2 STXBP5 SZRD1 TAOK1 TARDBP TCF12 TENT5A TFAP2A TFAP2B TFEC TGFBR2 TGFBRAP1 THPO THSD4 TMEM108 TMEM156 TMEM178B TMEM181 TMEM213 TMEM237 TMEM263 TMEM64 TMEM87A TMEM87B TMOD3 TNRC6B TOMM70 TOX3 TP53INP1 TPPP TRIM44 TRMT11 TSC1 TTYH1 UBA2 UBA6 UBP1 UEVLD UGDH VAPB VGLL3 VN1R1 VWA8 WDFY2 WDR41 WDR76 WWC3 XRN1 YAE1 YPEL2 YPEL4 ZBTB20 ZBTB7C ZC3H7A ZCCHC10 ZCCHC24 ZDHHC14 ZFHX3 ZFHX4 ZFP91 ZKSCAN2 ZNF282 ZNF423 ZNF521 ZNF605 ZNF629 ZNF699 ZNF792 MIR212_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR212_3P ACVR2B ADAMTS5 ADCY3 AGO1 ALKAL1 AMD1 AMER2 ARID1B ARID2 ARMC8 ASF1A ATP10D ATXN1 AZIN1 BOLL BRI3 BRWD1 C8orf44-SGK3 CACNB1 CACNG2 CALU CAMSAP2 CBLL1 CC2D1B CCDC28A-AS1 CCDC34 CCDC71L CCDC88A CCN2 CD300LF CDK19 CELSR3 CHD1 CLMN CNR1 COL11A1 CSDE1 DAAM1 DAZAP2 DCC DCUN1D4 DDX5 DIPK2A DPYSL3 DUSP9 DYRK2 E2F5 EFCAB9 ENPP4 EP300 EPB41L5 ETNK1 FAM167A FAM227A FAM76B FAM91A1 FBXL20 FBXO9 FEM1C FOXO3 FRS2 G3BP2 GMFB GPATCH2L GPD2 GRM3 GTF2H1 H2AZ1 HBEGF HHIP HNRNPH1 HNRNPM INAFM2 INPP5K KCMF1 KCNA6 KCNK2 KCNN3 KDM5A KIAA2026 KLF7 KRTAP4-1 L3MBTL3 LEMD3 LIN28B LRRC58 LRRFIP1 LSM11 MAPK1 MED9 MEF2A MELK METTL25 MEX3C MIA3 MIDEAS MIER1 MIS12 MTF2 MTMR10 MUC13 MYCBP2 NACC2 NFATC2 NFE2L2 NLK NMNAT2 NOVA1 NREP NTNG1 NVL OSBPL8 PAM PBOV1 PCDH10 PGM5 PHF12 PPM1G PSMD12 PTBP2 PYURF RAD54L2 RASA1 RB1 RGS7BP RICTOR RPL31 RPP14 RTN4 RUFY3 SALL1 SALL4 SAP30L SCN3A SEC16A SEMA6A SEPTIN8 SERP1 SETD5 SGK3 SIPA1L2 SIRT1 SIX4 SKAP2 SLC1A3 SLC25A28 SLC26A7 SLC30A6 SLC6A1 SOD2 SOX11 SOX5 SPATA13 SPPL3 SPRED1 SRGAP1 SS18 SSH2 STAG1 STX16 SYN2 TIMM9 TJAP1 TLCD5 TLN2 TMEM164 TMEM64 TRDN TRNAU1AP TSPAN6 TUT4 USP38 USP9X VDAC2 WDR5B ZBTB18 ZBTB20 ZFP3 ZHX1 ZNF451 ZNF516 ZNF521 ZNF652 ZNG1A ZNG1B ZNG1C ZYG11A MIR212_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR212_5P ABHD14A-ACY1 ABTB3 ACY1 AKT3 AMER2 ATF6 ATOH8 ATP7A ATXN7 BEST3 CALM1 CBLN2 CCDC117 CERS2 CLIC5 CNPY3 CNR1 CTBS CTDSP1 CTDSP2 DCAF12 DDX3X DDX3Y DFFA DLL1 EGR3 ERN2 FAM104B FAM168B FAM20B GALNS GNAZ HSCB INSL5 IRF2BPL ITPRID1 KCNH5 KCNQ3 KIAA0232 KIAA1549L LDLRAD4 LRRC10 MACO1 MAPRE2 MARK3 MEX3C MFSD2A MGA MYPN NAB1 NPEPPS NR2C1 NRP1 PAFAH1B2 PAX5 PHF20L1 PIK3C2B PIKFYVE PNMA3 POGZ PRDM10 PRR9 PTHLH RALGDS RAPGEF3 RHOBTB1 RSPRY1 SDC1 SEMA4D SEPTIN11 SLAMF9 SLC35D1 SMG1 SORCS1 SPTLC1 SRP9 SSUH2 STARD7 SUPT4H1 SYT9 TANC2 TCEANC2 TFB1M TLE4 TMEM178B TRAT1 UBE2R2 USP15 USP38 VAT1 VEZF1 VPS37D XPO6 ZBTB8A ZNF316 ZNF518A MIR214_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR214_3P ACSL1 ACVRL1 ADSS2 AKAP13 ALPK2 AMMECR1L ARID3B ARL2 ATG16L1 ATP2A3 ATP6V0E2 ATP8A1 ATP8B2 BAX BAZ2A BCL11A BCL2L11 BRPF3 BTAF1 BTBD1 C17orf49 C1orf226 CACFD1 CAPN11 CBL CBR4 CBX2 CCDC103 CELF1 CEP44 CERT1 CHD2 CLASP1 CLSTN1 CMTM4 CNIH1 COG5 COP1 CPEB1 CPEB4 CPSF4 CREBL2 CRKL CSF1 CTNNB1 CTSS CXXC5 DAGLA DBNDD1 DBNDD2 DHRS12 DLL1 DMXL2 DOLPP1 DUSP15 EDF1 ERFE ERRFI1 EXOC2 EXOC3L2 F8 FAM110D FAM20B FBLN5 FBXO32 FGF14 FGFR1 FNDC5 GALNT18 GALNT7 GARRE1 GATD3 GCC2 GDNF GFRA1 GLOD5 GNAL GPN1 GPR6 GPR85 GSK3B HMG20A HMGN3 HMGN4 HPSE2 HR IGSF3 IKBKB IL17RD INO80C IPO11 IPO7 IRS1 ITGB8 JAKMIP2 JPH1 KBTBD2 KCNC2 KCNC4 KIF13A KIF21B KIF7 KMT5A KPNA1 KRTAP4-4 KSR1 LARP1 LHX6 LRP2 LSM12 LUZP1 MAK16 MAP3K4 MAPK1 MAPK8 MBLAC2 MEAF6 MECOM MED19 MFN2 MLLT10 MLXIP MMS19 MPI MTA3 MTM1 MTMR3 MYO1D NAA15 NAA50 NECTIN1 NEO1 NEURL1B NFATC2 NFIA NMB NOMO3 NSD1 NUFIP2 OPRK1 OXR1 PAN2 PARP16 PCDH20 PCLO PCMT1 PDE11A PDE5A PDLIM5 PELI3 PGF PGGT1B PHACTR3 PHF20L1 PHF6 PID1 PIK3CB PIM1 PLA2G3 PLAGL2 PLXDC1 PPM1L PPP2CB PPP6C PROX1 PRR14L PRR23B PTER PURB PYM1 QKI RAB14 RAB4B RALGAPB RAP1GAP2 RAPGEFL1 RBM34 RC3H1 RCSD1 RFX7 RGS22 RHPN1 RIMS3 RNF169 RPIA RPUSD1 RUBCN SARM1 SCAMP4 SEC24C SEC31A SIGMAR1 SLC23A2 SLC25A25 SLC25A39 SLC36A1 SLC8A1 SMYD5 SNX12 SOGA1 SOX8 SPTBN2 ST6GALNAC1 STK32B TAFA4 TANC2 TAOK1 TBL1XR1 TGOLN2 TMEM161B TMEM248 TMEM33 TMEM43 TMEM86A TNPO1 TRA2B TRAF1 TRAF3 TSPAN11 TWF1 UBE2R2 UBE4A UBL4B USP20 USP24 USP3 USP46 VAV2 VPS53 VSTM4 WDTC1 YWHAZ ZBTB10 ZBTB20 ZBTB39 ZFAND3 ZFHX3 ZNF214 ZNF609 ZNF710 MIR214_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR214_5P ADCY6 ANKRD65 ARHGAP28 ARSB ASB4 AWAT1 BPGM C12orf29 CNTF CRY2 DHX8 DZIP1 EGFLAM ELAVL4 EYA1 F10 FASLG FEM1C GATA5 GCNT4 IQSEC3 JAG1 KDM2A KLF12 KLF5 KLF8 LRRC75A MAP7D2 NCKAP1L NCOA2 NELL2 NXF1 PGS1 PPL PREP PSD3 RPS6KC1 RTL9 SAE1 SLC46A3 SMAD4 SNAPC5 SOX4 SRP72 STK35 TFDP1 UBE2K UNC5A VPS37C WFDC13 YEATS4 ZFP3 ZNF562 ZNF704 MIR215_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR215_3P ADAM22 ARIH1 ATP8A2 BCL2L10 BTN3A3 C5orf24 C7 CACYBP CCDC122 CD46 CEP135 CEP44 CFAP418 CHCT1 CHST9 CHSY3 CNOT6L CNTNAP3 CNTNAP3B CPEB4 CTCFL CUL2 DMD DYNC1LI2 EIF4H ENOX1 ENPP2 EPHB1 EREG FAM168A FAM98C FKBP7 FLI1 FRG2 FRG2C GCC2 GLRA2 GLYATL2 GNA12 GNAI1 GPATCH2L GRID1 GTPBP10 GUCY1A2 HIRA HMBOX1 KCNH8 KIDINS220 LMO2 LPCAT1 LRFN5 LRRC23 LRRFIP2 MAMLD1 MARCHF1 MASP1 METTL15 MINDY2 MIX23 MOSPD2 MRPS36 NCL NEGR1 NFIB NFS1 NPY2R NR4A1 NRARP OPN5 OTUD6B P4HA1 PCDH9 PDE8B PIAS3 PPARGC1A PPFIA1 PRR11 PSMC6 PTCHD1 PTER PTPRG RERE RGPD3 RGPD4 RGPD5 RGPD6 RGPD8 RIMS1 RNF103 RNF169 SAMHD1 SCPEP1 SEC23IP SELE SFMBT1 SFMBT2 SFXN1 SGMS2 SIRT4 SIVA1 SIX1 SLC25A36 SLC26A3 SLC26A4 SLC9A2 SLC9B1 SNAPC3 SPC24 STRIP2 SULF1 TBL1XR1 TDG TEAD1 TENM1 TFRC TICAM2 TMED7-TICAM2 TMEM242 TMPRSS5 TNFAIP1 TPK1 TRIQK TTC7B UBE2B USP9Y WBP2NL WDR43 XKR4 ZBTB10 ZBTB24 ZBTB6 ZC3H12D ZC3H14 ZFAND4 ZNF326 ZNF665 ZNF684 ZNF780B ZRANB3 MIR215_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR215_5P ANAPC10 ARFGEF1 ATF1 BHLHE22 CAMSAP2 CRYBG3 CXCL2 DNAH5 DYRK3 EREG FNDC3B FRMD4B IFI44L LPAR4 MCPH1 MTMR4 NIPAL1 NKAIN2 NSF OSBPL10 PABPC4 PCDH7 PCDH9 PDP1 PREPL PRKD3 RAB2A RPAP2 SCN3A SRSF6 STX7 TMLHE TMPO UTP25 WDR44 WNK1 ZBTB34 ZEB2 MIR216A_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR216A_3P ABCA12 ABCB9 ABHD17C ABL2 ADAMTS5 ADCY2 AFF3 AFF4 AK2 AK4 AKIRIN1 AKR7A2 ALDH4A1 AMD1 AMER2 ANKRD40 APBA2 APOLD1 ARF3 ARHGAP12 ARHGAP21 ARHGAP32 ARHGEF38 ARID1B ARMC8 ARRDC4 ASPH ATP8A1 ATXN10 B3GNT7 BAG2 BAZ2B BCORL1 BEND4 BICC1 BLTP1 BMI1 C1QTNF7 C1orf21 CA10 CA12 CA7 CABLES2 CACNA2D3 CACNG2 CASC3 CBLB CCDC88A CCDC92 CCN4 CCNC CCNK CCNT2 CDCP1 CDH24 CDIP1 CDS1 CECR2 CEMIP CEP76 CHTF8 CKAP4 CLDN18 CLPP CNOT6 CNTLN COL21A1 COL27A1 COL5A1 COLGALT2 COMMD3-BMI1 COPB2 CREB1 CRKL CSF1 CSRP2 CTDSP2 CXADR CYP39A1 DBF4B DCC DCP1A DCUN1D4 DCX DENND1B DHTKD1 DIRAS1 DISC1 DNAAF6 DNAAF9 DOT1L DPP10 DPY19L3 DPY19L4 DTX4 ECE1 ECE2 EEF1AKMT4-ECE2 EEIG1 EFR3A EIF2S2 ELMO1 EML1 ENAH EPB41L1 EPB41L4A EPHB2 ERC2 ERLEC1 EYA4 F3 FAM177A1 FAM184A FAM78A FBLN2 FBLN5 FBXO30 FBXW7 FEM1B FNDC4 FOXA3 FRMPD3 FRYL FSD2 FXR2 G6PC3 GAB1 GABBR2 GALNT3 GALNT7 GAPT GATA6 GCC1 GCC2 GCNT2 GEM GIGYF2 GLRA2 GLTP GNS GPAM GPATCH2L GPD2 GREM1 GRIA3 GRIA4 GRIK3 GRIN2D GRM5 GSK3B GSPT1 GTF2A2 GXYLT1 H3-3B H3-5 HAPLN1 HCN4 HECTD1 HIC1 HIP1 HMBOX1 HOXA5 HYCC1 HYCC2 IFFO2 IFITM10 IGLON5 IGSF3 IL13RA1 ING5 INO80D INSR IRF4 IRS1 ISL1 ITCH ITGA5 ITPKC JAG1 KAT7 KBTBD11 KCNK10 KCNK2 KCNN3 KDM3A KDM7A KIRREL1 KLHDC8A KMT2A LBH LHFPL3 LIMK1 LITAF LPAR6 LTBP1 LYPD3 MAP2K7 MAPK14 MAPK8IP3 MAPKAPK3 MARK4 MATN3 MBOAT2 MBTD1 MCF2L MDH1B MDN1 MED12L MED13L MED14 MEGF11 MET MIEF1 MIER2 MINPP1 MIPOL1 MLLT10 MMD MME MNT MOSMO MOSPD3 MSI2 MSL1 MSTO1 MTA3 MTDH MTMR4 MTSS2 MYT1 N4BP1 NAA50 NABP1 NALF1 NALF2 NAV2 NDST1 NEK2 NEMP2 NEO1 NEURL4 NEUROD6 NF1 NFIL3 NFX1 NGFR NKX3-1 NPTXR NRBF2 NREP NRK NRP2 NRXN1 NSD1 NUS1 NXT2 ONECUT2 OPA1 OPHN1 OSBPL10 OTULIN PAIP2 PALS2 PAX9 PCNX1 PDE10A PDE3A PDE7B PDHX PDIA5 PDPK1 PDS5B PGAP1 PHB1 PHF24 PHF6 PITPNM2 PLAGL2 PLCH1 PLCL2 PLK2 PLPPR1 PNKD POGLUT1 POGZ PPFIA2 PPM1E PPME1 PPP1CC PPP4C PRKX PROSER2 PTAR1 PTPN9 PTPRB PTPRQ PTPRT RAB11FIP1 RAB20 RAB39B RAP1B RARA RASGEF1B RCAN2 RCOR3 RECK RELN REPS1 RERE RET RETREG1 RETREG3 RGL2 RHOT2 RND3 RNF144A RNF182 RNF38 RNGTT RO60 ROR1 RPS6KA5 RPS6KB1 RSBN1L RYBP SAMD10 SAMD12 SAMD9L SASH1 SCAF11 SCAI SEC22A SEC24A SEC61A1 SERTAD2 SETD7 SFXN2 SGMS1 SH2D3C SH3BGRL2 SH3RF1 SHTN1 SIRT1 SKA3 SLC22A23 SLC24A4 SLC26A11 SLC35F1 SLC35F3 SLC39A7 SLC5A3 SLC6A1 SLC7A11 SLIT2 SMAD2 SMAD9 SMAP1 SMARCA2 SNAP25 SNX12 SNX18 SOCS5 SOCS6 SOGA1 SORL1 SOS1 SOX7 SP1 SP2 SPATA17 SPG21 SPTY2D1 SREK1 SRGAP2 SS18 SSH1 ST14 ST6GALNAC3 STAG1 STIM2 STK24 STK32A STK35 STOX2 STRN4 STX7 SYT1 SZRD1 TCEA1 TEAD1 TET1 TGFBR1 TMC7 TMEM167A TMEM25 TMEM30A TMEM64 TMEM87A TMTC2 TNFRSF10D TNPO1 TPPP TRIL TRIM23 TRPV3 TTC39A TTC39B TTC9 TUB TXNIP UBA6 UBE2E2 UBE2N UBE2V1 UBE2W UBN2 UBR1 UBR5 UGCG UGT8 UNC13C UNC80 USH2A USP42 USP46 USP49 UTP15 VANGL1 VANGL2 VEGFC VPS4B WBP1L WDR7 WEE1 WNK1 WNT3A XPR1 YAF2 YWHAB ZBTB20 ZC3H12D ZDHHC17 ZFHX3 ZFP36L1 ZFP82 ZKSCAN2 ZNF618 ZNF652 ZNF704 ZNF800 ZNF84 MIR216A_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR216A_5P ADIPOR1 AFAP1L2 AGO1 AIG1 AMMECR1L APOOL ARID1A ARMC5 ARMCX5 ARMT1 ASTN2 ATP1B3 BEX3 BMP10 BMPR1A BOD1L1 C1GALT1 C8orf58 CADM2 CAMK2G CAPN7 CAPZA2 CAV2 CCDC28A CCNJ CDH6 CDK14 CFL2 CHMP1B CLASP1 CLDN12 CLDN16 CMPK1 CNTNAP3B COL9A1 CSK CUX2 DCP1B DEPDC1 DEPDC4 DIXDC1 DMXL2 EDIL3 EGR3 ELF1 EML4 EMSY FAM135B FDFT1 FGFR1OP2 FMNL1 GATAD2B GINS1 HACD3 HARS2 HNF4G HOOK1 HTR2C IKBIP IKZF2 JAK2 JMY KATNAL2 KLF9 LURAP1L MACO1 MBD4 MEGF10 MLLT3 MSL3 MST1L MYLK4 NAP1L1 NEO1 NETO1 NHLH2 NOM1 NPAS2 NSUN6 NUFIP1 NUP155 ORC4 OTUD4 PAK1 PELO PHF20L1 PI15 PLEKHA5 PLRG1 POC1B PPAT PPM1B PPP4R2 PROKR2 PTHLH RANBP10 RBM26 RC3H1 RGS6 RS1 SERF2 SGCD SHOC2 SLC16A7 SLC66A3 SORBS2 SPEF2 SSX2IP ST8SIA2 TCEAL6 TMEM161B TMEM255A TMIGD1 TMSB4Y TRIAP1 TRMT9B TSPAN2 UBE2V2 UNC13C UPRT USH2A UTY WDR31 ZBTB2 ZBTB5 ZBTB7A ZC3H4 ZCCHC24 ZFYVE28 ZMYND11 ZNF528 ZNF649 ZNF652 ZNF653 ZNF713 MIR216B_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR216B_3P AASDHPPT ABCB10 ABHD13 ADAMTS8 ADNP ARIH1 ASB5 ATF7IP ATP11A ATP6V1A BCL6B BIVM BMP2K BNC1 BRWD3 C1QL3 C2orf49 CCND2 CCNK CCR9 CD2 CDKL3 CELF4 CEP350 CHUK CNOT6 CRBN CSTF1 CTNNA2 CTNND1 CUL5 DIPK1C DTNBP1 EDIL3 EIF2AK3 ELAPOR2 ELAVL1 ELAVL4 ELOVL5 EPDR1 ETNK1 FANCI FBN1 FGD4 FIGN GASK1A GPR137C GXYLT1 HORMAD2 ID4 ITGA6 KALRN KCTD10 KDM2A KDM6B KHDRBS1 KIAA1217 LINGO2 LMLN MAP3K5 MATR3 MRPL47 N4BP2L2 NCAM1 NHS NSUN7 NTRK2 NUFIP2 NXPH2 OCIAD1 P2RY13 PABIR1 PABIR2 PAFAH1B1 PCDH18 PCYOX1 PHF14 PHKA1 PNRC1 POTEA PPP1CB PPP6R3 PRDM2 PTGFRN PTP4A1 PURG QSER1 RAB14 RAB39B RAD51C RFX4 RLF RNF115 RPGR RPS6KA5 RSBN1L S100A7A SLAIN2 SLC43A2 SLC7A11 SNX30 SOWAHC SRL TANC2 TAOK1 TENT4B TIMM8B TMED3 TMEM108 TMEM255A TP63 TRA2A TSPAN6 TTC39C UGT2A1 UGT2A2 UHMK1 VDAC3 XPO7 YY1 ZFP90 ZFX ZNF117 ZNF189 ZNF257 ZNF506 ZNF605 ZNF681 ZNF850 ZNF98 MIR216B_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR216B_5P ACSL6 ANKRD42 ANXA10 APBB2 ARFIP1 AVPR1A B4GALT6 BCL2L11 CASK CASP10 CCDC50 CDC73 CDR2L CFAP298 CLDN16 CNTN3 CRY2 DCUN1D4 DIXDC1 DNAH14 DNAJB9 EDNRA ENAH ENC1 FAM131B FAM151B FNDC3B GAD1 GBP5 GCFC2 GLRB GTF3C3 HK2 HLF HOXD13 IGSF11 IKZF2 INSYN2A IQCJ-SCHIP1 ISCA1 ITPRIPL2 KCNT2 KDM7A KLF9 LCOR LIMA1 LRP8 MCM4 MLLT3 MPHOSPH6 MPLKIP MSR1 NCOA3 NEUROG2 NKAPD1 NPAS2 NRK NTRK2 PCMTD1 PDHA2 PLEKHA5 PLXNA1 PMP2 PRDM2 PRLR PWP1 PXN RAP1B RNF146 RRM2B SCHIP1 SLC33A1 SLC50A1 SMAD1 SNX30 SPHKAP SREK1IP1 TBL1XR1 TBX2 THAP6 TMED5 TMEM161B TMEM199 TMPRSS12 TPM3 TTC14 USO1 VAPA WDR12 WWOX YIPF5 ZNF148 MIR217_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR217_3P AFP APPL1 ARL10 BCL11A C12orf50 C5orf24 C7orf57 CABYR CACHD1 CALHM4 CARF CASP8AP2 CCER1 CCNB3 CDH2 CHML CNTN1 DARS2 DPH6 EEA1 EIF1AX EIF2AK3 EIF4E ERI2 FAM76B FGFR1OP2 FOXP2 GALK2 GALNT1 GCA GIGYF2 H2BC5 HIPK1 HNRNPU HOXC6 IRAK4 ITCH ITGA9 KALRN KBTBD11 KCNA4 KDSR KIAA0232 KLRC1 MED6 MEIOC MLLT3 MTARC1 MYEF2 MYO6 NDST3 NEIL1 NFYB NPHP1 NQO1 OPRM1 PHF20L1 PIAS2 PLPPR4 POU2F1 PPP2R1B PTPRE PTPRG RFX8 RHBDD1 RIT1 RNF168 SAMD12 SGMS1 SIGLEC14 SLC41A1 SLC9C2 SLCO1C1 SPIN3 SPOPL SPRY2 STAT1 SUV39H2 SYTL4 TMPRSS11F TNFAIP8 TRDN TSPYL4 UBA5 UBE2D3 WASHC5 WDR75 YES1 ZFYVE16 ZMYND11 ZNF180 ZNF236 ZNF330 ZNF746 MIR217_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR217_5P AAK1 ACER3 ACVR2B ADGRB3 ADGRG6 AGFG1 AGO4 ALDH16A1 ANLN ANO3 ANP32E APPBP2 ASAP1 ASXL1 ASXL3 ATF1 ATG7 ATP11C ATP1B1 ATP8A1 ATP9A BCL11A BDKRB2 BICC1 C18orf63 C5orf24 CA8 CCNYL1 CDYL2 CHN2 CHPF CHST11 CILK1 CORO1C COX18 CREB5 CROT CTNNB1 CUL5 DACH1 DACH2 DACT1 DDX53 DISC1 DMRT2 DNA2 DNAJC5 DOCK3 DOCK4 EFHC2 ELOC ERCC6 EZH2 FAM169A FAM98A FAT3 FBN2 FGFR2 FNDC3B FOXL2NB FRMD5 G3BP2 G6PC1 GBE1 GKAP1 GPM6A GRIK2 GTF2H2 GXYLT1 HIPK3 HIVEP3 HNF1B HS3ST3A1 HSPA9 ITPA KATNA1 KCNH5 KCNJ6 KCTD20 KCTD9 KIAA0408 KLF12 KLHL29 KPNA4 KRAS LEPR LIN9 LINC03042 LMO7 LPAR1 LRP6 MAMDC2 MAST4 MBD2 MGAT4A MIER3 MPHOSPH9 MRE11 MTERF3 MTTP MYEF2 NAB1 NAP1L2 NDN NEXN NF1 NFAT5 NIPBL NPAS3 NSUN3 NUP214 OTUD7B PANK1 PARD3B PCNA PDE12 PICALM POGLUT2 POLD3 PPM1A PPM1D PPM1F PPP4R2 PRKAR2B PROX1 PSIP1 PTPN21 RAB4A RAP2C RAPGEF6 RBFOX1 RBSN REST RHOT1 RIMS2 RPL13 RTF1 RUNX2 SCAMP1 SCN9A SEC23IP SEMA3A SH3PXD2A SLC15A2 SLC25A27 SLC38A2 SLC4A4 SLC66A3 SOS1 SPOPL ST8SIA6 STT3A TACC2 TDG TDO2 TEX101 TIAM2 TLK1 TMA16 TMEM65 TMEM68 TMTC4 TNFSF11 TOGARAM1 TTC28 TUBB6 TXNDC16 UBL3 URB2 USP15 USP27X VAT1L VSNL1 WAPL WDR48 WNT3 YOD1 YTHDC1 ZBTB24 ZCCHC2 ZCCHC4 ZNF257 ZNF680 ZNF708 ZNF721 ZNF736 ZNF92 MIR218_1_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR218_1_3P AHNAK2 ALG13 ANKH APOL6 ARAP3 ATF3 ATP8B2 BICD2 BID BTG2 C7 CD8B CDH8 CDK13 CLINT1 CLN5 CNOT6L CRIM1 CXXC5 DOCK7 DTNA DYNC1LI2 FNIP1 FOXP1 GALP GRAMD2A GSTO2 HIBADH HK1 HOMEZ HOXA11 HSPB8 INHBB IRS2 ITM2C JADE1 KBTBD3 KCNMA1 KCTD6 KHK LCP1 LDLRAP1 LIMK1 LMAN2L LSM14B MANBA METTL9 MFAP3L MID1IP1 MINDY2 MRTFB MYH11 MYO10 NCOR2 NLGN1 NOTCH2 NRBF2 ODF2L PANK3 PARP16 PFKFB3 POU2F1 PRH2 PWWP3B RAB3C RAC1 RPAIN SAXO1 SEC14L5 SIGLEC6 SLC12A2 SLC12A5 SLC24A2 SLC38A2 SMARCC1 SPATA6 SPRYD7 SRC STIM1 TBK1 TNRC18 TP53INP2 TRAM1 TSGA10 UBE2E2 UEVLD ZKSCAN1 ZNF507 ZNF544 ZNF704 MIR218_2_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR218_2_3P ADAMDEC1 ALAD BMP6 C12orf76 CACNA2D1 CAVIN4 CCND2 COL6A1 COL6A5 DEFB110 DNAL1 DSG3 DUSP13 EIF4H FAM168A GID8 GOLIM4 HDAC1 HSF2 KIF13A MORC3 MTERF2 NUFIP2 OLA1 OSGIN2 PHACTR1 PI15 POM121 POM121C PPIL1 PTPN2 RBM27 RTKN2 SCAI SKIDA1 SLC25A40 SMLR1 SYPL1 TTC13 UGCG WDR26 ZC3H11A ZNF154 ZNF33A ZNF33B ZNF354C ZNF585A ZNF750 MIR218_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR218_5P ABCG4 ABRAXAS2 ACSL1 ADAMTS5 ADGRB3 ADIPOR2 ADO ADRB1 ALAS2 ANKRD27 ANKRD44 APH1B ARAP2 ARF6 ARL8B ASIC1 ATL1 ATOSA B3GAT1 BBX BCAT1 BCL9 BEND3 BIRC5 BMI1 BRINP3 BZW2 C11orf87 C2orf88 C3orf70 C6orf62 CA2 CACNA1I CACNB4 CADM2 CALN1 CCDC50 CCDC6 CCDC88A CCER2 CCNI CCNT1 CDC42SE2 CDH8 CERT1 CETN2 CHM CILK1 CLEC5A CNN1 CNTNAP2 COL10A1 COMMD3-BMI1 COMMD8 COPG2 COPS3 COQ7 CPNE8 CREB1 CSDE1 CSMD3 CTNND2 CTSO CTTNBP2NL CUL3 CYBRD1 DAAM1 DBN1 DCBLD2 DCDC2 DCUN1D1 DCUN1D4 DDX6 DIRAS1 DLG2 DNAL1 DPF3 DPP6 DUSP5 EBF1 EBF2 EBF3 EDEM1 EGLN3 EIF5A2 ELFN2 ELMO1 ELOVL4 ELOVL5 EPHA5 EPHA7 EPHA8 ERC2 EXD2 FAM172A FAM217B FAM3C FAM81A FBXL2 FBXO41 FCHO2 FGF12 FLRT3 FOXN3 FUT9 GAB2 GABRB2 GABRB3 GADL1 GALNT13 GALNT3 GASK1B GFPT1 GJA1 GLCE GLUL GNAI2 GNAI3 GNAS GNB1 GNG3 GOLGA7 GPAM GPM6A GPR153 GPR161 GPR183 GPR45 GPR63 GRAMD4 GRIA2 GRIK2 GRIP1 GRM1 GSKIP GUCY1A2 H6PD HAPLN1 HCFC1 HCN3 HECTD2 HIVEP1 HOOK1 HOXD10 HP1BP3 HPGD HS3ST2 HS3ST3B1 IKBKB IKZF1 INHBB INSYN2A INSYN2B INTS6 IPO8 IQCJ ITM2C JADE1 JADE2 JMY KALRN KCNB1 KCND2 KCNH1 KCNIP3 KCNK15 KCNK2 KCNQ3 KCNQ5 KCNT1 KCTD16 KDM3B KIAA1522 KIF13A KIF21B KIRREL3 KLF12 KLF8 KLF9 KLHL11 KLHL13 KLHL29 KRTAP5-5 L3MBTL3 LASP1 LCORL LHFPL6 LPCAT1 LRCH1 LRIG1 LRP1B LRRC19 MAFG MAGI2 MAP3K2 MAST4 MBNL2 MCF2 MDGA1 MDGA2 MED17 MID2 MIER3 MINDY2 MITF MLLT3 MOCS2 MOSPD1 MRPL19 MSL2 MST1R MTMR1 MTMR12 MTMR6 MTURN MYF5 MYORG MYSM1 MYT1L NAA15 NACC1 NAPEPLD NAV3 NCAN NEXMIF NFATC3 NMT2 NPAS2 NPY1R NRXN1 NUP50 NXT2 OBI1 OLIG2 ONECUT2 OTUB2 PAG1 PBX2 PCDH8 PCGF2 PCLO PDE7A PEX5L PHAF1 PHC3 PHF24 PI4K2A PIAS1 PIEZO2 PIK3C2A PKHD1 PKP4 PLA2R1 PLCL2 PLD5 PLEKHF2 PLPP3 PLPPR4 PLXNC1 PNPLA8 POU2F1 PPARGC1A PPP1CC PPP2CB PPP2R2A PPP2R5A PRG4 PRKG1 PRMT3 PTPRA PUM2 RAB8B RABEP1 RABGAP1L RAD51B RANBP10 RAPGEF4 RARA RASSF2 RCBTB1 RCC1 RCOR1 RELN REPS2 RET RFX3 RGS20 RHOBTB1 RHOQ RICTOR RIF1 RIMBP2 RIMS1 RIPOR2 RNF103 RNF114 RNF139 RNF165 RNF38 RNF41 ROBO1 ROBO2 RRP1B RTN3 RUNX2 SACS SCAF11 SCAI SCN2B SCRT1 SDC2 SEC61A1 SEMA6A SEMA6B SEPHS1 SERINC5 SERP1 SERPINI1 SERTAD2 SETBP1 SFMBT1 SFRP2 SGCZ SGPL1 SH3D19 SH3KBP1 SH3RF1 SHANK2 SHC3 SHC4 SHISA6 SHLD1 SHMT1 SHOC2 SHTN1 SIK2 SLAIN1 SLAIN2 SLC16A10 SLC16A7 SLC17A6 SLC1A2 SLC45A3 SLC5A3 SLC6A1 SLC6A17 SLCO5A1 SMCHD1 SMPD3 SNTB2 SNX18 SNX4 SOCS3 SORBS1 SORCS1 SOX11 SPAG9 SPECC1L SPON1 SREK1 SRPRB STAM2 STXBP1 SV2A SYT13 TAC1 TANC2 TBC1D8B TEX56P TFAP2E THAP6 THOC2 THSD7A TMEM132B TMEM150C TMEM151A TMEM163 TMEM178A TMEM25 TMX1 TNC TOX3 TPBGL TRHDE TRIM71 TRIM9 TRMT9B TRPC3 TRPS1 TSPAN5 TTC39C TUB TXLNG TXNDC5 TYROBP UBE2D1 UBE2H UBE2Q2 UBE3A UBQLN2 UBR3 UEVLD UGT8 USP32 USP34 VAMP7 VASH2 VAT1 VOPP1 VPS13C VSIG10 WDR44 WDR47 WDR48 WNT2B YEATS4 ZBTB11 ZBTB34 ZC4H2 ZDHHC15 ZEB2 ZFX ZFYVE26 ZMIZ1 ZNF236 ZNF333 ZNF471 ZNF705A ZNF705EP ZNF831 ZRANB1 ZWILCH MIR219A_1_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR219A_1_3P ACAT2 ANXA8 ANXA8L1 ARF1 ATP2B1 BIRC3 CD83 CNTN3 CTNNA3 DENND1B DYNAP ELOVL6 EPHA5 ERAP1 ERI1 FASLG FBXW10B FEM1C GBP4 GLG1 GPC6 GPR171 HECW1 IBSP JAK2 KCNH7 KCNN3 KERA KPNA3 LAMA1 LINC02909 MAK16 MBNL1 MDGA2 MEMO1 MINAR1 MTCH2 NR4A3 PABPC4 PAQR3 PDZD2 PIM1 RAB9B REG1A SEC24B SLC10A7 SLC17A6 SLITRK3 SNX12 SNX31 ST13 STXBP4 TFEC TNRC6B TRHDE TTC39C USP53 YBEY YY1AP1 ZNF117 ZNF197 ZNF652 MIR219A_2_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR219A_2_3P ANKIB1 APOC2 ATXN7L1 C17orf75 C5orf24 C9orf152 CBR4 CERS6 CHAC2 COL12A1 COL3A1 CRLF3 DACH1 DDC DHX57 DIDO1 DLGAP1 DSCAM ENC1 F11 FAM227B FMN2 FSD2 GABRP GALC HSP90AA1 HSPH1 IDO2 IFI44L INTS2 KHDRBS2 KLHL24 KRT8 LRIF1 MINK1 MPHOSPH9 NUSAP1 OTUD4 PGM3 PLSCR4 PPCS PPFIA1 RBFOX1 RCAN1 RORA RSBN1L SEPHS1 SERAC1 SLC6A15 SORD STAU2 SUV39H2 SYNJ1 TBK1 TENM1 TPK1 TRMT10C USP45 USP49 VRK1 XKR3 ZIC3 ZNF184 ZNF20 ZNF239 ZNF813 ZNF99 MIR219A_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR219A_5P ABCB10 ABHD13 ABRAXAS1 ADCYAP1 ADGRE2 AKAP13 AKAP6 ANAPC10 ANKRD44 ANKRD52 ARHGAP26 ARMC8 ASH1L ATG14 BICRAL BTBD7 CAMK1D CAPS CC2D1A CCDC28A CCNA2 CD164 CDH1 CDYL2 CERT1 CGNL1 CHD7 CHRNA3 CLASP1 CLOCK CNRIP1 COL9A1 CRLF3 CXXC4 CXXC5 DAZAP1 DCAF10 DCBLD2 DDAH1 DIAPH3 DNAJC6 DNAL1 DOK6 EFNB2 ELMOD2 ELOVL7 ERG ETV5 EYA1 EYA2 FAM199X FAM210B FBXO3 FBXO30 FBXO42 FHIP1B FOXJ3 FURIN GRAMD1B GREB1 GXYLT1 HAS3 IL12B IL5RA INPP5J ISL1 KBTBD8 KCNA4 KCNH8 KIAA1549 LAPTM4A LEF1 LGALSL LPP LSAMP LURAP1L MBNL1 MECOM MEF2D MFNG MIER3 MMS19 MRTFA NR2C2 OCRL PARD3 PCDH17 PDE4D PDGFRA PIGG PIGR PPARGC1A PPDPFL PRDM16 PRG4 PRKAA2 RAB17 RAB35 RASSF3 RBM24 RBMS3 RECK RIMS1 ROR1 RPRD2 S100PBP SCAI SDK1 SEMA4G SH3D19 SKIDA1 SLC12A8 SLC16A7 SLC31A1 SLC35E1 SLC39A10 SLC41A1 SLC46A3 SLK SNRK SORCS1 SOX14 SOX6 SSBP2 STK38L STRBP SYT5 TBXT TENM2 TGFBR2 THRB THSD7B TMEM98 TMX4 TNRC18 TPCN1 TRHDE TSC22D2 TSPAN2 TTC30A UBASH3B UBE2Z UBE3A UBR1 WEE1 ZBTB18 ZC3H6 ZEB2 ZNF561 ZNF697 ZNF704 MIR219B_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR219B_3P ABHD10 ADGRF3 ARHGAP28 CAMK1D CD226 CLEC4E CSGALNACT2 DPP10 ECHDC1 EFR3A EOMES EPHA4 EPHB1 ESRRG FMNL2 FNBP4 FOXN2 GEMIN2 GJB7 GRID2 IBTK IPO5 IQGAP2 JADE1 KLF5 KMT5B KRTAP6-3 MPZ NAV1 NEUROD1 NR4A3 OGFOD1 PACRG PAQR3 PDCD2 PDE1A PEAK1 PHTF2 PLEC PRKAR2B RAB6A RSRC1 SAMD13 SAMD9 SATB1 SLC6A14 SOD3 SOX21 STAR TCP1 TENM1 TNFSF13B UBN1 UNC5C YOD1 ZFHX3 ZIC3 ZNF254 ZNF561 MIR219B_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR219B_5P AK4 ANKHD1-EIF4EBP3 APRG1 B3GAT2 CCDC141 CCDC180 CCDC47 CDH11 CNOT2 CST9L DICER1 FAM20A FAM9B FANCD2 GGA3 GMPPB KNSTRN LOXL2 LSM8 MAST4 MID1 MIER3 MTCP1 NAMPT NOL8 NUP205 PDLIM1 PLEKHA8 PLPPR5 PTN R3HDM1 RBM26 RBM27 RCN1 RELCH RGS12 RNF19B SKAP2 SREK1 SS18 TARDBP TM9SF1 TMEM65 TP53TG3 TP53TG3B TP53TG3D UNC5C VEZF1 ZBED4 ZNF189 ZSCAN16 MIR21_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR21_3P AAK1 AGTR1 AKAP11 ALCAM ANOS1 APPL1 ATP1B1 BCL2L11 C2CD3 C9orf72 CAMSAP2 CANX CCDC85A CCL28 CDADC1 CDK14 CDK17 CDK8 CHIC2 COBL COL19A1 CPEB2 CTDSPL CYP3A5 DCUN1D4 DDX4 DHRSX DNAJB4 ELL2 FAM117A FAM83H FOXO3 FOXR2 FSBP FXR1 FYTTD1 GAD2 GCOM1 GPM6A GPR161 GRIA2 GRM5 HERC3 HOXC9 HS2ST1 HSD17B11 ING3 KIRREL3 LAMP1 LOX MAGEB18 MAP2K4 MAP3K1 MBNL3 MLX MMD MSANTD3-TMEFF1 MYCL NAP1L5 NAV3 NFYB NUDT3 OARD1 OR10W1 PABIR2 PARD3B PCDH19 PCLAF PDCD10 PDE4B PDIA4 PEG3 PHYHIPL PLA2G12B POLR2M PPP1CC PPP1R1A PPP1R2 PRKG1 PSEN1 PWWP3B RAD54B RC3H1 RDX RINT1 RIPK1 RIPOR3 RPS10-NUDT3 RPS6KA6 RRAGB RTN3 RUNX1T1 SAMD8 SEH1L SERINC5 SLC35B3 SMAD7 SMARCE1 SNRK SP1 SRCIN1 SRSF2 SS18L1 STAU2 STK38L STMN4 TANGO2 TAP1 TFG TIAM1 TMA16 TMEFF1 TMEM164 TMEM242 TMEM43 TMEM94 TMLHE TOGARAM1 TOPORS TRIO TSC22D2 UBA3 UBE4B UBN1 UCHL5 UMAD1 USP4 USP51 WDR33 WDR82 WTAP YWHAG ZC3H12C ZFP42 ZIC5 ZNF326 ZNF704 ZNF800 ZZZ3 MIR21_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR21_5P ADGRG2 AKAP12 ALX4 ANGPTL5 ANKS1B ARHGAP24 ARL1 ATXN10 BAHD1 BCL11A BCL11B BCL7A BEST3 BTG2 C7 CASKIN1 CCL1 CCL20 CDH7 CFAP300 CHIC1 CLDN8 CLIC2 CNOT6 CPEB3 CREBRF CSRNP3 CUX1 DLGAP1 DUSP8 EHD1 ELF2 EPHA4 EPM2A FAM13A FAM3C FASLG FDX1 FGF18 FRMD3 GABRB2 GATAD2B GID4 GLCCI1 GLIS2 GPATCH2L GRAMD2B HIPK3 HSD17B4 IL12A ITCH JAG1 KBTBD6 KCNJ10 KDM1B KDM7A KHDC1 KHDC1L KLF3 KLHL15 KRIT1 LATS1 LPA LRRC57 LTV1 MALT1 MAP3K1 MAST4 MATN2 MBNL3 MCMDC2 MED21 MEI4 MINDY2 MPRIP MSH2 NEGR1 NFIA NFIB NIPAL1 NIPAL2 NKIRAS1 NPPB NTF3 OLFM3 OSR1 PAN3 PBRM1 PCSK6 PDCD4 PDZD2 PELI1 PITX2 PLAA PLAG1 PLEKHA1 PPP1R3A PPP1R3B PPP1R3D PRDM11 PTPN20 RAB6D RAD51AP1 RALGPS2 RASA1 RASA2 RASGRP1 RBMS3 RBPJ RECK RMND5A RNF103 RP2 RSAD2 SCML2 SKI SKP2 SLC30A10 SMAD7 SMARCD1 SOS2 SOX5 SPEF2 SPRY1 SPRY2 STAG2 STAT3 STK38L STK40 SYT15 TENT5A TGFBI THRB TIAM1 TIMP3 TMEM170A TPRG1L UBE2D1 UBE2D3 UBR3 USP15 VCL WWP1 YAP1 YOD1 ZBTB41 ZDHHC17 ZNF367 ZNF704 MIR221_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR221_3P ADAM22 AGTPBP1 AIDA AKAP5 ANKRD12 AP3B2 APOLD1 AQP3 ARF4 ARHGEF38 ASPA ATAD2B ATOSA ATP1B1 ATXN1 BBC3 BCL2L11 BEAN1 BEND4 BICDL1 BRWD1 BRWD3 C3orf70 C6 C6orf118 CASR CASZ1 CCDC18 CCN1 CDH2 CDK19 CDKN1B CHSY1 CLGN CLRN1 CLVS2 CREBL2 CTDSPL2 CXCL12 DCAF12 DCUN1D1 DDIT4 DENND1B DMRT3 DNAJC6 DPH6 DPP8 EIF3J EIF5A2 EML6 ERBB4 ESR1 ETV3 FERMT2 FGF14 FMR1 FNDC3A FNIP2 FOXN2 FXN GABRA1 GABRG1 GALNT3 GDF9 GNAI3 GPBP1 GRB10 GRIK1 GUCY1A2 HECTD2 HIPK1 HMBOX1 HNRNPH3 INA IRF2 IRX5 KDR KIF16B KIF20A KIT KLF7 L3MBTL1 LBR LHFPL2 LUZP2 LYPLA1 MARF1 MARK1 MIA3 MIDN MIER3 MRAP2 MYBL1 MYLIP NAA25 NAP1L5 NIPAL4 NRK NXPH1 NYAP2 PAF1 PAIP1 PANK3 PCMTD1 PGPEP1L PHACTR4 PIEZO2 PIK3R1 PLCL2 PLXNC1 POGZ POLR3E PPP2R2A PPP3R1 PRRC2B RAB18 RAB1A RBP2 RDX RFX3 RFX7 RFX8 RGS6 RIMS3 RIT2 RNF4 RNPS1 RSBN1L SANBR SBK1 SEC62 SEMA3C SESN3 SHLD2 SLC2A13 SLC4A7 SMARCA5 SNAP29 SNRNP48 SNX4 SUN2 SVIP SYBU SYNCRIP SYT10 TCF12 TDRP TFG TGS1 TLE3 TMCC1 TNRC6C TP53BP2 TRPC3 TSC22D3 TSPAN13 TUB TUBA1A UBE2J1 USP27X VAPB VASH1 WDR35 WDR47 WNK3 ZFP36L2 ZFPM2 ZFYVE16 ZMYM2 ZNF181 ZNF385A ZNF615 ZNF91 ZNG1A ZNG1B ZNG1C ZNG1E ZNG1F MIR221_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR221_5P A1CF ADORA2B AGPAT3 ANKH ARMCX3 ATP1B1 C19orf73 C8orf58 CALN1 CAMTA1 CASP2 CCND1 CDC42BPA CFAP90 CMTR1 CPLX2 CRKL CUTC CYTL1 EDN2 EVC FAM168A GGCX GPD2 GRIK2 HOMER1 INO80D INSIG2 KIF1C LSM5 MBNL1 MED19 MEX3B MORC3 MYO1F NPNT NR2C2 NRIP3 NXF1 OGG1 PAX5 PCDH17 PEAR1 PHTF2 PLXDC2 PTPRJ PUS3 RALBP1 RALGPS2 RFWD3 RIC3 RPL28 RPP14 RRP15 SERPINB13 SH3PXD2A SHISAL1 SLC6A15 SMUG1 SORCS1 SRSF7 TANC2 TMED1 TMEM201 TMEM215 TMEM95 TNRC6B TOGARAM1 TP63 TRABD2B TTC39C UBE2QL1 UBIAD1 VPS53 WDR31 ZFR2 ZNF708 ZSCAN5A MIR222_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR222_3P ADAM22 AGTPBP1 AIDA AKAP5 ANKRD12 AP3B2 APOLD1 AQP3 ARF4 ARHGEF38 ASPA ATOSA ATP1B1 ATXN1 BBC3 BCL2L11 BEAN1 BEND4 BICDL1 BRWD1 BRWD3 C3orf70 C6 C6orf118 CASR CASZ1 CCDC18 CCN1 CDH2 CDK19 CDKN1B CHSY1 CLGN CLRN1 CLVS2 CTDSPL2 CXCL12 DCAF12 DCUN1D1 DDIT4 DENND1B DMRT3 DNAJC6 DPH6 DPP8 EIF3J EIF5A2 EML6 ERBB4 ESR1 ETV3 FERMT2 FGF14 FMR1 FNDC3A FNIP2 FOXN2 FXN GABRA1 GABRG1 GALNT3 GDF9 GNAI3 GPBP1 GRB10 GRIK1 GUCY1A2 HECTD2 HIPK1 HMBOX1 HNRNPH3 INA IRF2 IRX5 KDR KIF16B KIF20A KIT KLF7 L3MBTL1 LBR LHFPL2 LUZP2 LYPLA1 MARF1 MARK1 MIA3 MIDN MIER3 MRAP2 MYLIP NAA25 NAP1L5 NIPAL4 NRK NXPH1 NYAP2 PAF1 PAIP1 PANK3 PCMTD1 PGPEP1L PHACTR4 PIEZO2 PIK3R1 PLCL2 PLXNC1 POGZ POLR3E PPP2R2A PPP3R1 PRRC2B RAB18 RAB1A RBP2 RDX RFX3 RFX7 RFX8 RGS6 RIMS3 RIT2 RNF4 RNPS1 RSBN1L SANBR SBK1 SEC62 SEMA3C SESN3 SHLD2 SLC2A13 SLC4A7 SMARCA5 SNAP29 SNRNP48 SNX4 SUN2 SVIP SYBU SYNCRIP SYT10 TCF12 TDRP TFG TGS1 TLE3 TMCC1 TNRC6C TP53BP2 TRPC3 TSC22D3 TSPAN13 TUB TUBA1A UBE2J1 USP27X VAPB VASH1 WDR35 WDR47 WNK3 ZFP36L2 ZFPM2 ZFYVE16 ZMYM2 ZNF181 ZNF385A ZNF615 ZNF91 ZNG1A ZNG1B ZNG1C ZNG1E ZNG1F MIR222_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR222_5P ABLIM3 ADAMTS3 ADAMTSL3 AHNAK AK3 AKAP9 ALDH3A2 ALX4 ANKRD17 ANKRD44 ANKRD46 API5 APOH ARL6IP1 ARL6IP6 ARSB ATAD1 ATP5MC3 ATP6V1C2 AUNIP BCAR3 BCLAF1 C17orf100 C9orf40 CALD1 CAPN6 CAPRIN1 CCDC85C CCDC88A CD2AP CELSR2 CEP85L CFL2 CHSY3 CNR1 COL12A1 CREBBP CUL2 CYP19A1 DDIT4 DEPDC1B DNAAF5 DNHD1 ECM2 EDEM1 EFHD2 EMC1 EP300 EPHA5 ERI1 EVI5 FANCD2 FBXL20 FDX1 FGF2 FGF7 FRY FSD2 FXR1 G3BP2 G6PC2 GALNT7 GCNT1 GIMAP2 GNA12 GNPTAB GOLIM4 GPR137C GPR83 GTF2A1 GUCY1A2 HS2ST1 HS3ST5 HSF5 HSPA5 ISY1 ITGA3 ITGA6 ITPK1 KATNBL1 KDM6A KLHL3 KNCN LIN28B LLGL2 LPAR4 LRP2 LRRTM2 LYRM2 MAP3K5 MAPKAPK2 MBD4 MTHFD2 NACC2 NCOA1 NDUFB6 NECTIN2 NLK NR2E3 NRG1 NUFIP2 NUTF2 NWD2 ORMDL1 OTUD6B PAK4 PAWR PCDH17 PCDH7 PCGF5 PDE4B PDS5A PHYHIPL PIGA PLPP3 PNRC1 PON2 PPM1K PPP2R2A PPP2R5E PRKX PSG1 PTER PTPN3 RABEP1 RALGAPA2 RALGPS2 RAP2A RB1 RFX3 RIGI RILPL1 RNGTT ROCK2 RPAP3 RUNX1 SCAF11 SCD SDC2 SEC16B SEC62 SEMA3A SEPTIN2 SERPINE2 SESN3 SESTD1 SETD2 SGPP2 SH3GLB1 SINHCAF SLC12A6 SLC24A2 SLC39A10 SLC4A7 SLC7A1 SLC7A13 SPINK8 STAU1 STRIP2 TAB2 TAOK1 TMEM170A TMEM62 TNFRSF19 TNFSF10 TPPP TRA2B TRAF3IP1 TRIM2 TRIM72 TRIP11 TSPAN14 UBE2J1 UNC80 UPRT UQCRB USP37 WFDC8 WNK1 ZBTB20 ZBTB4 ZBTB43 ZHX1-C8orf76 ZNF217 ZNF347 ZNF99 MIR223_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR223_3P ACSL3 ACTA1 ADCY7 ADGRB3 ANAPC10 ANKRD40 ANKS1B ARHGEF38 ARMCX1 ASXL3 ATG7 ATP7A BRMS1L C18orf54 CALML4 CBX5 CDH12 CDK17 CRIM1 CSNK1A1L CYTIP DBT DDIT4 DENND5B ELK4 F3 FAM13C FBXO8 FBXW7 FEZ2 FKBP5 FOXO1 FOXO3 FOXP1 G3BP1 GALNT18 GMFB GRIK1 GTPBP8 HARBI1 HDAC4 HLF HMGCS1 HOOK1 HSP90B1 IGF1R INHBB INPP4A INPP5B KAT6A KPNA1 KPNA3 LACC1 LAMB1 LELP1 LMO2 LSM8 MAEL MPZ MYBL1 MYO5B NDNF NFIA NFIB NOTCH2 NUP210 OLFM1 PARP1 PAX6 PDS5A PDS5B PRDM1 PRKCE PTBP2 RAB8B RASA1 RBPJ RBSN RCN2 RERG RHOB RIBC1 RRAS2 RUBCNL SACS SANBR SDC2 SEPTIN6 SH2B3 SIAH1 SLC29A1 SLC35G2 SLC37A3 SLC4A4 SLC7A8 SLC8A1 SMAD1 SMIM15 SNX6 SOD2 SORBS1 SP3 SPTLC2 SREK1 STAM TBC1D12 TBC1D17 TENT5A TMEM143 TMEM178B TSPAN7 TWF1 UBE2A UBR5 USP40 USP42 WBP1L WDR43 ZBTB42 ZKSCAN5 ZNF772 MIR223_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR223_5P ABHD17B ABO ACSL4 ADAM23 ADAMTS5 AIMP1 ALDH1L2 ALDH3A2 AMACR APBB2 ARF6 ARID4B ARMC8 ATP2C1 ATP6V1B2 C10orf90 CACNB1 CAPN6 CCDC191 CEBPZOS CHAC2 CHIC1 CLCC1 CNTNAP5 COL6A6 CRPPA CYP26B1 CYP3A4 DDX19B DEFB110 DEK DENR DESI2 DGKH DIDO1 DIP2B DLK2 DSCC1 DYNLRB2 EFNB2 EGR3 ENTPD1 ERAP1 ETV1 FAM120C FGF7 FNDC3B FRMD3 FSBP FUZ FYB1 GABRA6 GLT6D1 GRIA3 GTPBP2 HMCN1 HSPA1A INTS12 JCAD KANSL1L KCNQ3 KLF5 LAMP2 LPP LRP6 LRRC31 LRRC59 LRRFIP1 LYN MACC1 MAP3K2 MAP3K21 MIDEAS MSANTD3-TMEFF1 MSL3 MTPAP NETO1 NETO2 NEURL1B NHSL1 NOP2 NUP58 NXT1 OLAH OSBPL9 PANX3 PATJ PAX6 PBRM1 PCDH11Y PDXDC1 PEAK1 PHF21B PIGV PLAG1 PMP2 PMS2 PNMA8B RAB14 RAB22A RABL3 RAD54B RANBP10 RGS7BP RHOBTB3 ROCK2 RPS6KA3 RRAS2 SEC23IP SEMA3A SERTAD2 SETD9 SLC24A2 SLC2A1 SLC44A1 SMAD2 SNX16 SP3 SPACA1 SPOPL SPRY2 SRI SSBP2 TAOK1 TBL1XR1 TEAD1 THUMPD3 TM2D2 TMEFF1 TMEM144 TMEM209 TMEM220 TOGARAM1 TPMT TRAPPC10 TRIM5 TSPAN2 UBE2V2 UGT3A1 ULK1 USP25 VCAN VPS13C WDR33 WDR41 WWOX XRCC5 YPEL2 YWHAQ ZBTB10 ZBTB20 ZC3H12B ZFPM2 ZFX ZNF441 ZNF493 ZNF546 ZNF99 ZSWIM1 ZZZ3 MIR224_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR224_3P ABCB5 ABCD4 ABHD3 ADA2 ADGRF2 AKAP6 AMMECR1 AMMECR1L ARHGAP29 ARHGAP5 ARMC10 ARPC5 ATF7IP ATP1B1 ATXN1L ATXN7 BCL2 BEND4 C15orf40 CADM1 CASKIN1 CBLL1 CCDC186 CCSER2 CDK6 CHIC1 CLVS1 CNOT6L COL5A2 CSNK1A1 CSTF2T CUL1 DCHS2 DEPDC4 DHFR DHFR2 DIMT1 DIP2A DLG2 DNAJC25 DOCK7 DPYSL2 EEF1AKMT2 EIF2A ELAVL1 ENTPD4 ETV1 FAHD1 FANCD2 FBXO8 FEM1C FHIP2A FLRT3 FMR1 FST GAB2 GARRE1 GDAP2 GEM GIN1 GOLGA1 GPRASP3 HNRNPLL HORMAD1 HS3ST3A1 INO80D KIF7 KLHL31 KLHL8 KPNA4 KRTAP3-1 LARP1B LMO7 LPAR1 LSM5 LZIC MAFB MBNL3 MCMDC2 MEF2C METTL13 MID1 MPO MRPL47 MST1L MTMR3 MYEF2 MZT1 NAP1L2 NDUFA5 NEUROD1 NEXMIF NFAT5 NFIB NHLRC1 NOXRED1 NPAT NRG3 NSD2 OAS1 P2RY10 PARP15 PDIA5 PERP PHIP PIK3CA PIP4P2 PLIN4 PLXDC2 PPFIA2 PPM1E PRKAA1 PRKG1 PROK2 PTPN11 RAB14 RAB29 RAB38 RABEP1 RAC1 RAP2A RAPGEF6 RASGRP3 RAVER2 RB1CC1 RBM47 RCAN3 RFX7 RHD RPS3 RSL24D1 SC5D SCAF11 SEMA5A SHOC2 SIAH1 SLC12A6 SLC45A2 SLC4A7 SLCO4C1 SMAD2 SMURF2 SNAP25 SNX1 SOGA3 SPICE1 SPRY3 STAG1 STK4 SYNJ1 TAF1C TAOK3 TBC1D9 TCP11L2 TLR8 TM2D1 TMEM266 TMTC4 TNFSF4 TNRC6B TOR1AIP1 TP63 TRPM7 TTF2 TUBGCP5 TXNDC9 UBE2Q2 UBR3 USP8 VAPA WDFY3 WDTC1 WT1 WWTR1 YWHAQ ZBTB20 ZBTB6 ZC3H7A ZC3H8 ZDHHC6 ZMAT3 ZNF594 ZNF704 MIR224_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR224_5P AADACL3 ABCC2 ABCD3 ABHD18 ABHD5 AKTIP AMD1 ANKIB1 ANO9 API5 ARHGAP21 ARMCX2 ATAD2B ATP2C1 ATP9A ATXN7 BCL6 BCLAF1 C17orf58 C18orf25 C4orf46 C8A CACNB2 CASTOR1 CCL13 CCNL2 CCPG1 CD200 CD28 CDH13 CDK8 CELSR2 CGN CHD2 CHD6 CHERP CHMP5 CHRAC1 CHSY1 CIBAR1 CNTN2 COL4A1 CORO1C COX7A2 CPEB2 CSRP1 CTNNBIP1 CYRIA CYRIB DARS2 DAZAP2 DCUN1D3 DDX17 DIO1 DNAAF4 DPYSL2 DSG2 EDEM3 EHF ELAVL2 FAM118B FAM168B FAM204A FAN1 FGF18 FRK FRS2 GABRA4 GDI2 GGA3 GPATCH11 GPR15 GPR55 GTF2A1 H3-3B HCCS HOXD13 HRH4 IMMP1L INHBC IPO7 KDM5A KDM6A LAPTM4A LARS1 LASP1 LCOR LHX1 LOX LRIF1 LRRC40 LSM12 MAGI1 MAP3K7 MARCHF6 MDM2 MED13 MED23 METTL7A MEX3B MLF2 MOXD1 MREG MT1M MYO1B MYPOP NACC2 NEDD4L NFYB NRIP1 NWD2 OCLN OSBPL11 PDE5A PFKFB2 PGBD2 PHF3 PHF6 PIAS1 PIK3CD PLEKHG4 PLGRKT PLOD2 PPP2R5A PRR5L PRTG PRXL2A PTK2B PTPRB PYGO1 PYROXD1 RBPJ RFTN2 RGPD4 RGS6 RLF RNF182 RNF213 RPIA RPL34 SCAI SCN2A SET SFRP2 SGCB SIM1 SLC10A7 SLC26A9 SLC31A1 SLMAP SMAP1 SOS2 SRD5A2 ST6GALNAC4 STIM2 SUDS3 TFDP1 TIMM23B TM9SF2 TMEM168 TMEM183A TMEM248 TMEM260 TMPRSS11F TNC TNKS2 TRIM10 UBE2W UCHL5 VSIG10 VSTM4 WDR82 WEE1 XPO4 ZBTB24 ZFAND6 ZFP28 ZMYM4 ZNF860 ZRANB1 MIR2276_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR2276_3P AADACL2 ABHD10 ABHD14B ADAM19 AGFG1 AHCYL1 ANKLE2 APLP2 APPBP2 ARHGAP20 ARID1A ARSD ATP6V1A ATXN2 ATXN7 BACH2 BCAT1 BRD1 CAB39L CCNK CCNL1 CDK13 CENPM COL12A1 COL5A1 COL6A2 COPZ1 CPEB2 CREBBP CREG2 CREM CUL3 CYP19A1 DCTN4 DDX3X DNMT3A DST E2F3 ENDOD1 ETV6 FAM193A FAM217B FGD4 FLNB GAREM2 GLCE GPBP1 HERC4 HNRNPR IL1R1 INO80D INVS KLF12 LILRB4 LSM14A MAGEB6 MALRD1 MED26 MEF2A MEF2C MGST2 MINAR1 MRPL43 MYCBP2 NAT8L NDFIP1 NECAP1 NEK1 NEK9 NTM OGT ORC4 OTX2 PAX9 PCDH17 PDPK1 PDZD9 PHKA1 PKNOX2 PLPPR4 PPP2R3A PPP2R5A PRKAA2 PSMD11 RAB31 RAP2A RAPGEFL1 RASSF10 RBMS3 RIPOR2 RNF111 RNF139 RNF169 RPE65 RSRP1 SBNO1 SEMA6D SESN3 SFRP4 SFT2D2 SIPA1L1 SLF2 SLTM SOX18 SSPN TAFA4 TBC1D1 TCEAL4 TENT5C TM2D2 TMEM70 TMEM87A TNIP1 TOMM70 TRDN TREM1 UBE2E1 UBFD1 USP8 VCPIP1 WDFY3 XYLT1 ZFAND5 ZFP90 MIR2276_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR2276_5P AAMP AHCYL1 B4GALT3 CCT5 CHST3 CLIP2 COBL CP CXXC1 DNMT3A E2F3 EEF2 ERC2 ERMN FADS1 FAM219B FAM241B FBXO41 FOXJ3 GDF11 GLIS2 IL5 ING4 JRK KATNIP KBTBD12 KCND1 KCNQ2 KLC4 KRT85 MANBA MARCHF1 MBNL3 MCM9 METTL21A MOB3C MSI2 NALCN NEUROD4 NMUR1 NR4A3 PALS1 PCNP PFDN1 PGGT1B PLEKHG4B PLGLB1 PLGLB2 PNO1 POLQ RASSF3 RHBDL3 RNF44 SEMA4G SH3PXD2A SHCBP1 SLC1A4 SLC25A16 SP8 SRSF6 SSTR3 SZRD1 TBC1D16 TBC1D8B TGIF2 TNFRSF13B TP53INP2 UGGT1 ZC3H12A ZFAND5 ZFHX4 ZFYVE27 MIR2277_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR2277_3P CCR2 CDC37L1 CDKN1A CGNL1 CTBP1 DHX40 FKBP1B IGLON5 NRSN1 NTNG1 NUPR2 SRSF2 SRSF8 TLCD4 TMEM65 TRIM38 UBR5 MIR2278 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR2278 ACTR2 ADAM22 ADCY9 ADRA1A ALDOB APOOL BOK BSN C3orf14 CAMK2G CAMKV CCL28 CELF4 CRIM1 CTNNA3 DDX3X DIAPH1 DIXDC1 EIF5A2 EVI5 FAM168A FKBP5 GAPVD1 GAREM1 GARIN6 GCNT1 GEM GNAS GOT2 HARS2 HRH1 IDO2 IKZF2 IL17RD INVS JPH1 KCNH2 KCTD15 KCTD8 KDM2A KRT6C LSAMP LUC7L3 MAML1 MAP3K9 MAPK1 MAPK1IP1L MAPK8IP3 MCM10 MLLT1 MYOZ3 NCOA1 NF1 NFRKB NHLH2 NIPSNAP3B NRAS NRM OCSTAMP OXNAD1 PAPPA PAPSS2 PCDH7 PHACTR2 PITPNM3 PLOD2 PPM1E PPM1H PPP2R5C PPTC7 RAB5C RBFA RBM34 RHOA RIMS3 RPAIN SELENOK SERPINB2 SGCB SH3BP5 SIPA1L2 SLC30A4 SORBS2 SPAG16 SPIN1 SSBP2 SYNCRIP SYNRG TGFB3 TMEM68 TYRP1 TYW3 UBE2D3 UBE2W UBTD2 USP25 UTY XPO6 ZC4H2 ZFP91 ZNF281 ZNF362 ZRANB1 MIR22_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR22_3P AKT3 ANKRD13A ARRB1 ASB6 BCL9 BRWD3 BTG1 C17orf58 C5orf24 C5orf67 C6orf62 CACUL1 CARMIL1 CAV3 CCDC47 CCN1 CD80 CENPV CHD9 CIITA CLIC4 CLIP2 COA7 CREB1 CYRIB CYTH3 DAGLA DDIT4 DEUP1 ELOVL6 EMILIN3 EMX2 EP300 EPB41L2 EPC1 ERBB3 ESR1 FBXW7 FRAT2 FUT9 GABBR2 GATM GIGYF2 GRM5 GSTM2 H3-3B H3-5 HERPUD2 HIPK1 HOMER1 HOXA4 IKZF4 IL17RD INPP5B KCNAB1 KCNK10 KDM6B KHNYN KIAA0040 KIRREL3 KLF6 LAMC1 LIN7C LRP12 LRRC1 LRRC73 MAP2K4 MAPK14 MAT2A MAX MECP2 MED28 MSL2 MTF1 MTHFD2 MTHFR MTMR2 NAA20 NET1 NLRP3 NPAS3 NRAS NUS1 NUSAP1 NYAP2 OGN PAIP2B PDIK1L PDS5A PDSS1 PHF8 PLCXD3 POGK PPM1K PPP1R15B PRCP PROX1 PRPF38A PRRC2C RAB5B RASSF10 RBM15 RCOR1 RFXANK RGS2 RPS6KC1 RSBN1 RUFY2 SEPHS1 SESN1 SIRT1 SLC16A14 SLC6A17 SMAP1 SNRK SPTY2D1 STAG2 STK39 STYX SYNE1 TACR3 TET2 TMEM199 TMSB15B TNKS2 TNRC6B TP53INP1 TRIB2 TRUB1 UGCG UNK WDR82 WWC2 YARS1 ZBTB39 ZCCHC14 ZDHHC16 ZFYVE9 MIR22_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR22_5P AADAT ABCD3 ACLY ACSS3 AFF2 AFTPH AKAP12 ALS2 ARHGAP21 ATP6V1G3 BAZ1B BORCS5 C14orf39 C17orf75 C1QTNF3 CAST CBX3 CC2D2A CCSER1 CDCA2 CELF4 CENPL CHTF8 CNR1 CXXC5 CYP4Z1 DDI2 DENND10 DIAPH2 DLG2 DLG3 EIF2S1 ELK4 ELOVL2 ENTPD5 EPHA4 ERBIN ERC1 ESM1 EVI5 FBXO33 FNDC3A FRMPD4 FUBP3 GALNTL6 GATA6 GCC2 GLS GOT2 GPBP1 GPR34 HNRNPK IARS1 JPT1 KANK2 KCNQ3 KIF14 KITLG KRTAP24-1 LACC1 LARP4 LATS2 LEPR LIMD1 LRBA LYN LYPLA1 MAP4K3 MB21D2 MBNL1 MINPP1 MLLT10 MMAA MPRIP MRPL43 NAA15 NAP1L1 NDUFA12 NEDD4L NETO1 NEUROG2 NR1D2 ONECUT2 OPA1 PAPPA2 PDE10A PDE1C PHTF2 PPP1R14C PSMA1 PSMD8 PTPN1 PTPN3 PTPN4 RAB39A RALA RAP1A RAP1GDS1 RBM27 RBM46 RBPJ REPS2 RGPD5 RGS1 RPGRIP1L SAMD8 SCAI SEC24A SEMA3A SERPINB8 SMG1 SNX25 SOCS5 SRP19 SRPRA SRR SUCO SYT4 TBC1D32 TENM1 TENT2 TLE4 TMBIM4 TMCC1 TP53BP2 TPD52L2 TSPAN2 TSTD1 TXN2 TXNL4B USH2A UXS1 VGLL4 VLDLR VPS50 WDR47 XIRP2 ZBTB20 ZDHHC15 ZNF180 ZNF280D ZNF300 ZNF704 ZSWIM6 MIR2355_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR2355_3P ABCC6 ACTN1 ADAT2 ADD2 AFF4 ANKUB1 ARHGEF28 ARID1A BAZ2B BTG2 CACNA1A CAP1 CAPN14 CCDC107 CCPG1 CDON CHRFAM7A CNBD2 CTBP1 CYBRD1 DCP2 DDX59 EHMT1 EP300 EPHA7 ERC2 ERMP1 ESRRG ETV1 FAM20B FAM81A FAM83B FGF11 FJX1 FREM2 FRS2 GABRB2 GOLPH3L GPD2 HAS3 HECW1 IL6ST ILF2 IRX1 KDM5A KMT5A LARP1 LIN28B LIPA LPP LRRN3 MACC1 MEX3C MPLKIP OBI1 OR2C3 PAFAH1B1 PALM2AKAP2 PARD6B PBX2 PDK3 PHEX PIF1 PLCB1 PLEKHA3 PPIL3 PPM1E PRSS35 RAB10 RAB27A RAP2A RDX RHBDL2 RNF111 RPS6KB1 SCN8A SERPINE1 SERTAD4 SERTM1 SHROOM4 SRSF10 SSBP3 STAG2 SYT1 TAB2 TADA2A TAF4 TENM2 TFAP2D TICAM1 TMEM169 TMEM178A TMEM9B TRIM48 TRIM49 TRIM49C TRIM49D1 TRIM49D2 TRIOBP WDFY1 XIAP YPEL2 ZCCHC14 ZFAND3 ZFP91 ZNF235 ZNF484 ZNF554 ZNF692 ZNF716 ZSWIM4 MIR2355_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR2355_5P ABI3BP ADH1C AFF2 AGFG1 AGO1 AHCYL1 AMIGO1 ARHGAP19 ARHGAP36 ASPHD2 ATP1B4 BCL2L2-PABPN1 BTG1 BTG2 CACNA1E CBL CERS2 CFAP65 CHD2 CHD8 CHEK1 CLSTN3 CREB3L2 DAAM2 DHRS4 DHRS4L2 DIAPH1 DIPK2B DIXDC1 DMAC1 DNAJB2 DNAJC6 DNMT3B DPYSL2 EDARADD ERF EYA1 FAF2 FAM217B FAM8A1 FRYL FZD7 GATAD2B GGA3 GPAM GPATCH2 HNRNPR ICAM4 IQCE KCNE4 KCNIP3 KLF3 KLF6 KRTAP2-3 LHFPL5 LMX1A LRRC75A LRTM2 MAP3K10 MEF2C MIPOL1 MRM2 MYO9A NACC1 NAXD NBL1 NDST1 NEURL1B NEURL3 NF2 NR4A3 NT5C3A PABPN1 PAQR5 PARVA PCDH19 PDCD2 PERP PHB2 PHF21A PHF8 PIK3CD PPIP5K1 PRDM11 PRPS1 RAB1B RAB27B RAB5IF RASL10B RBBP9 RFC2 RFX3 RHBDL3 SGMS1 SGPP2 SH3TC2 SIGMAR1 SLC1A4 SLC22A23 SMARCD1 SOCS7 SOX6 SPIDR SRSF1 STAU2 STMN1 TAF13 TBKBP1 TIAM1 TLK2 TLR6 TMEM132B TMEM30B TMTC1 TMX3 TNRC6B TRAF7 TRPM4 TSR1 TTBK2 VASP VMP1 WDR20 WIPF2 WSCD2 ZBTB4 ZBTB46 ZHX2 ZNF189 ZNF354C ZNF629 ZNF664 ZNF99 MIR2392 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR2392 AFAP1L1 B9D1 BHMT BLOC1S3 BRD4 BTAF1 C9orf24 CALCB CALCR CALHM1 CASP10 CCSAP CDK12 CLIC4 CLSTN2 DBNDD1 DCTN4 DGKK DIXDC1 ELAVL2 FAM169BP FGFR1OP2 FIBIN GEMIN4 GNG13 GOT2 GPR61 GRAMD1C GSG1L HNRNPU IGSF5 INAFM2 IQSEC3 IQUB ISL1 KLRK1 LARP1 LPP LRRC27 MFAP3L MLF2 MRPS14 MTHFD2L MYOZ1 NFASC NOVA1 NPY NSD2 OAZ3 OPRM1 PCDH19 PKP1 PPP3CA PRPF40A PSEN1 RABL2A RABL2B REPIN1 RNF144A RNF157 SIGLEC1 SLC25A21 SMURF2 SMYD1 SSBP2 STAC STMN4 TFDP2 TGM2 TLDC2 VPS25 WDR77 ZDHHC22 MIR23A_3P_MIR23B_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR23A_3P_MIR23B_3P ABHD18 ABRAXAS2 ACSL6 ADAM23 ADAMTS6 ADCY1 ADGRG2 ADGRL2 ADNP AGAP1 AGPAT4 AHCTF1 AKAP11 AKAP12 AKR1C2 ALDH1A2 AMBRA1 ANKHD1 ANKMY2 ANKRD33B ANKRD50 ANO4 ANXA10 AP1S2 APAF1 ARHGAP20 ARL8B ARNT2 ASAH2B ASF1A ASXL3 ATG12 ATP11B ATP11C ATP6V1E1 ATRN ATXN1 ATXN7 ATXN7L3B AUH AUTS2 B4GALT4 B4GAT1 BACH2 BBX BEX5 BICD2 BLCAP BLTP1 BNIP2 BNIP3L BORA BRWD1 BTAF1 BTBD8 C12orf76 C15orf32 C2orf69 C3orf52 C6orf62 CA2 CAB39 CACUL1 CALCR CALCRL CAMK2G CAMSAP2 CAMTA1 CAPRIN1 CARD8 CASP10 CASP7 CBFA2T2 CBFA2T3 CBLB CBLL1 CBLN1 CCDC158 CCDC186 CCDC71L CCL7 CCM2 CCNG1 CCNH CCNT2 CCSAP CDC40 CDH1 CDK17 CDS2 CELF2 CEMIP2 CEP350 CEP63 CGGBP1 CHST7 CHSY3 CHUK CIPC CLCN3 CLDN12 CLEC1A CNKSR2 CNN2 CNOT4 CNOT6L CNR1 CNTLN COG3 COL11A2 COL4A1 COL4A5 CPEB2 CPSF4 CREBZF CRISPLD1 CRLF3 CSE1L CSNK1G3 CTCF CUL3 CXCL12 DCBLD2 DCUN1D1 DDX47 DENND1B DENND4A DHX15 DIPK2A DNAJC6 DOCK3 DOK6 DPP10 DTNA EBF3 ECHDC1 EGR3 ELAVL4 ELF2 ELF4 ELOVL2 ELOVL3 ENC1 ENTPD5 EOMES EPAS1 EPHB2 EPSTI1 ERBB4 ERBIN ESRP1 ESRRG ETNK1 EXOC3L4 FAM234B FAS FASTKD3 FBN2 FBXO25 FBXO32 FGD4 FGF2 FMR1 FOSB FOXP2 FRAT2 FREM1 FRMD5 FUT4 FUT9 FYB1 FZD3 FZD5 G3BP2 GABRG1 GAP43 GAS2L3 GET1-SH3BGR GGNBP2 GIMAP7 GJA1 GLCE GLP2R GLS GNG2 GNRHR GPR22 GPRC5B GPSM1 GRK5 GRM5 GSK3B GTDC1 GUCY1A2 GXYLT1 HAS2 HDAC7 HDX HEXIM1 HMGB2 HNF4G HOXA1 HOXB5 HOXD10 HS3ST3A1 HS6ST2 HSPA12A HTR2A HYCC2 IFIT5 IGSF10 IGSF8 IL12B IL6R INPP5A INTS6 INTU IPMK IPO5 IPPK ISCA2 JARID2 JCAD JMJD1C KCNK5 KDM4A KDM5A KDM6A KLF3 KLHL28 KLHL7 KMT5A KPNA4 LAMP1 LGR4 LHFPL2 LIN54 LIPH LMBR1 LONRF3 LPAR1 LPGAT1 LPP LRAT LRIG1 LYPLA1 MAB21L2 MAGOHB MAK16 MAML2 MAP3K1 MAP3K20 MAP3K5 MAP4 MAP4K4 MAP7 MAPRE1 MARCKS MARCKSL1 MBOAT7 MBTD1 MCFD2 MCM4 MDFIC MED12L MED4 MEF2A MEIS1 MET MEX3C MIA2 MICU3 MIGA1 MINDY2 MIS18A MITF MRC1 MT2A MTCL1 MTF1 MTHFS MTSS1 MYCT1 MYH1 MYH2 N4BP1 NAA16 NAA50 NACC2 NAP1L3 NAP1L5 NCOA1 NCOA2 NCOA6 NDFIP2 NDUFA2 NDUFA5 NEDD4L NEFL NEK6 NEK7 NFIA NGLY1 NIN NIPSNAP2 NKAIN2 NKX2-1 NLGN4X NLGN4Y NLK NOL4 NPY5R NR6A1 NRK NRXN1 NRXN3 NSD2 NSRP1 NTS NUAK1 NUAK2 NUFIP2 NUP50 NUS1 ODF2 ORMDL1 OSBPL8 PAK2 PAK6 PALS1 PARD6B PAX9 PCDH18 PCDH19 PCMT1 PDE4B PDE7A PDIA6 PDPK1 PGRMC2 PIK3R3 PIP4K2B PITPNC1 PKDCC PKIA PKNOX1 PKP4 PLAAT5 PLAU PLCXD3 PLEKHH2 PLXNC1 PNMA2 PNRC1 PNRC2 POM121 POM121C POU2F1 POU4F2 PPARGC1A PPIF PPM1K PPP1R12A PPP2R5E PPP4R3B PPP4R4 PRDM1 PRDM10 PRELID2 PRKCE PRPH2 PRR14L PRRG1 PRTG PTEN PTGER4 PTPN4 PTPRB QSER1 RAB11FIP2 RAB39B RAB8B RAD21 RAD51AP1 RAI14 RALYL RAP1A RAP2B RBBP6 RBM25 RBM47 RBPMS2 RCN1 RCOR1 REEP1 REPS2 RETREG3 RFX3 RGS8 RNF150 RNF168 RNF38 ROBO1 ROBO2 RORA RPL31 RPP30 RPRD2 RRAS2 RTF1 RUFY2 RXFP1 SAFB SATB1 SATB2 SCG5 SCN2A SDHD SEC14L1 SEC23A SEC23IP SEC24A SEMA4B SEMA6D SENP6 SERINC1 SERINC5 SESN2 SESN3 SFT2D1 SH3BGR SHROOM2 SIPA1L1 SIX4 SLC12A2 SLC16A6 SLC1A1 SLC38A1 SLC38A2 SLC4A4 SLC4A7 SLC6A14 SLC7A1 SMIM9 SMS SNRPG SNX5 SOCS6 SOWAHC SOX6 SPHKAP SPOCK1 SPOPL SPSB4 SRPK1 SSBP2 SSH2 ST20-MTHFS STARD3NL STAT5B STK4 STON2 STRN STRN4 STT3B STX12 SV2B SWT1 SYNJ1 SYT4 TAB3 TBC1D12 TBC1D15 TBR1 TCF24 TCP11L1 TENT5A TET3 TEX30 TGFBR2 TGIF1 THAP12 TJP1 TLK1 TMED5 TMEM131L TMEM135 TMEM170A TMEM245 TMEM263 TMEM33 TMEM38B TMEM68 TMOD1 TMOD2 TMPO TNFAIP3 TNFAIP6 TNKS2 TNPO1 TNRC6A TNRC6B TNRC6C TOP1 TOP2B TOX TOX3 TRHDE TRIB1 TRIL TRIM14 TRIM63 TRPM7 TSNAX TTC23 TTC39B TTC7B TUSC2 TXLNG TXNRD1 TYMSOS UBE2D1 UBE2K UBE2O UBE2R2 UBN2 UHMK1 UQCRFS1 USP53 VCAN VCPKMT VEPH1 VGLL3 VKORC1L1 VTI1B WBP2 WBP4 WDR37 WEE1 WHAMM WNK1 WNK3 XIAP YOD1 ZBTB18 ZBTB2 ZBTB34 ZBTB43 ZBTB44 ZC3H12C ZCCHC2 ZDBF2 ZEB1 ZFHX4 ZIC1 ZIC4 ZIC5 ZMYM2 ZNF107 ZNF117 ZNF138 ZNF189 ZNF195 ZNF208 ZNF257 ZNF267 ZNF287 ZNF292 ZNF30 ZNF395 ZNF420 ZNF461 ZNF468 ZNF469 ZNF493 ZNF506 ZNF559 ZNF626 ZNF652 ZNF655 ZNF676 ZNF680 ZNF716 ZNF721 ZNF730 ZNF737 ZNF765 ZNF793 ZNF839 ZNF90 ZNF99 ZNRF2 MIR23A_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR23A_5P ABCA1 APRG1 ATXN1 BARX2 CAMK1D CCDC97 CCNJL CHD4 CYRIA DSC1 ERC2 FOXC1 GIPC3 GOLGA6L1 GOLGA6L6 GPC6 HIRIP3 IGF2 KCNC4 KCNIP1 LIPG MAPRE1 MLIP MTMR4 MYEOV NTRK3 PPA2 PRR23E REG1A SSMEM1 TEC TMEM127 TMEM140 TMEM217 USH2A VSIG1 ZMYM3 MIR23B_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR23B_5P ABCA1 ANKRD7 APRG1 ATXN1 BARX2 CAMK1D CCDC97 CCNJL CENPS-CORT CHD4 CORT CYRIA DSC1 EPHA5 ERC2 FOXC1 GIPC3 GOLGA6L1 GOLGA6L6 GPC6 HIRIP3 IGF2 ITGA5 KCNC4 KCNIP1 LIPG MAPRE1 MLIP MRPL43 MTMR4 MYEOV NOL4L NTRK3 OSGEP PLG PPA2 PPM1N PRR23E PSD3 REG1A RNF168 SF3B1 SIRPA SSMEM1 TEC TMEM127 TMEM140 TMEM217 USH2A VSIG1 ZMYM3 MIR23C https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR23C ABHD18 ABRAXAS2 ACSL6 ADAM12 ADAM23 ADAMTS6 ADCY1 ADGRG2 ADGRL2 ADNP AGAP1 AGPAT4 AHCTF1 AKAP11 AKAP12 AKR1C2 ALDH1A2 AMBRA1 ANKHD1 ANKMY2 ANKRD33B ANKRD50 ANO4 ANXA10 AP1S2 APAF1 ARHGAP20 ARL8B ARNT2 ASAH2B ASF1A ASXL3 ATG12 ATP11B ATP11C ATP6V1E1 ATRN ATXN1 ATXN7 ATXN7L3B AUH AUTS2 B4GALT4 B4GAT1 BACH2 BBX BEX5 BICD2 BLCAP BLTP1 BNIP2 BNIP3L BORA BRWD1 BTAF1 BTBD8 C12orf76 C15orf32 C2orf69 C3orf52 C6orf62 CA2 CAB39 CACUL1 CALCR CALCRL CAMK2G CAMSAP2 CAMTA1 CAPRIN1 CARD8 CASP10 CASP7 CBFA2T2 CBFA2T3 CBLB CBLL1 CBLN1 CCDC158 CCDC186 CCDC71L CCL7 CCM2 CCNG1 CCNH CCNT2 CCSAP CDC40 CDH1 CDK17 CDS2 CELF2 CEMIP2 CEP350 CEP63 CGGBP1 CHST7 CHSY3 CHUK CIPC CLCN3 CLDN12 CLEC1A CNKSR2 CNN2 CNOT4 CNOT6L CNR1 CNTLN COG3 COL11A2 COL4A1 COL4A5 CPEB2 CPSF4 CREBZF CRISPLD1 CRLF3 CSE1L CSNK1G3 CTCF CUL3 CXCL12 DCBLD2 DCUN1D1 DDX47 DENND1B DENND4A DHX15 DIPK2A DNAJC6 DOCK3 DOK6 DPP10 DTNA EBF3 ECHDC1 EGR3 ELAVL4 ELF2 ELF4 ELOVL2 ELOVL3 ENC1 ENTPD5 EOMES EPAS1 EPHB2 EPSTI1 ERBB4 ERBIN ESRP1 ESRRG ETNK1 EXOC3L4 FAM234B FAS FASTKD3 FBN2 FBXO25 FBXO32 FGD4 FGF2 FMR1 FOSB FOXP2 FRAT2 FREM1 FRMD5 FUT4 FUT9 FYB1 FZD3 FZD5 G3BP2 GABRG1 GAP43 GAS2L3 GET1-SH3BGR GGNBP2 GIMAP7 GJA1 GLCE GLP2R GLS GNG2 GNRHR GPR22 GPRC5B GRK5 GRM5 GSK3B GTDC1 GUCY1A2 GXYLT1 HAS2 HDAC7 HDX HEXIM1 HMGB2 HNF4G HOXA1 HOXB5 HOXD10 HS3ST3A1 HS6ST2 HSPA12A HTR2A HYCC2 IFIT5 IGSF10 IGSF8 IL12B IL6R INPP5A INTS6 INTU IPMK IPO5 IPPK ISCA2 JARID2 JCAD JMJD1C KCNK5 KDM4A KDM5A KDM6A KLF3 KLHL28 KLHL7 KMT5A KPNA4 LAMP1 LGR4 LHFPL2 LIN54 LIPH LMBR1 LONRF3 LPAR1 LPGAT1 LPP LRAT LRIG1 LYPLA1 LYZ MAB21L2 MAGOHB MAK16 MAML2 MAP3K1 MAP3K20 MAP3K5 MAP4 MAP4K4 MAP7 MAPRE1 MARCKS MARCKSL1 MBOAT7 MBTD1 MCFD2 MCM4 MDFIC MED12L MED4 MEF2A MEIS1 MET MEX3C MIA2 MICU3 MIGA1 MINDY2 MIS18A MITF MRC1 MT2A MTCL1 MTF1 MTHFS MTSS1 MYCT1 MYH1 MYH2 N4BP1 NAA16 NAA50 NACC2 NAP1L3 NAP1L5 NCOA1 NCOA2 NCOA6 NDFIP2 NDUFA2 NDUFA5 NEDD4L NEFL NEK6 NEK7 NFIA NGLY1 NIN NIPSNAP2 NKAIN2 NKX2-1 NLGN4X NLGN4Y NLK NOL4 NPY5R NR6A1 NRK NRXN1 NRXN3 NSD2 NSRP1 NTS NUAK1 NUAK2 NUFIP2 NUP50 NUS1 ODF2 ORMDL1 OSBPL8 PAK2 PAK6 PALS1 PARD6B PAX9 PCDH18 PCDH19 PCMT1 PDE4B PDE7A PDIA6 PDPK1 PGRMC2 PIK3R3 PIP4K2B PITPNC1 PKDCC PKIA PKNOX1 PKP4 PLAAT5 PLAU PLCXD3 PLEKHH2 PLXNC1 PNMA2 PNRC1 PNRC2 POM121 POM121C POU2F1 POU4F2 PPARGC1A PPIF PPM1K PPP1R12A PPP2R5E PPP4R3B PPP4R4 PRDM1 PRDM10 PRELID2 PRKCE PRPH2 PRR14L PRRG1 PRTG PTEN PTGER4 PTPN4 PTPRB QSER1 RAB11FIP2 RAB39B RAB8B RAD21 RAD51AP1 RAI14 RALYL RAP1A RAP2B RBBP6 RBM25 RBM47 RBPMS2 RCN1 RCOR1 REEP1 REPS2 RETREG3 RFX3 RGS8 RNF150 RNF168 RNF38 ROBO1 ROBO2 RORA RPL31 RPP30 RPRD2 RRAS2 RTF1 RUFY2 RXFP1 SAFB SATB1 SATB2 SCG5 SCN2A SDHD SEC14L1 SEC23A SEC23IP SEC24A SEH1L SEMA4B SEMA6D SENP6 SERINC1 SERINC5 SESN2 SESN3 SFT2D1 SH3BGR SHROOM2 SIPA1L1 SIX4 SLC12A2 SLC16A6 SLC1A1 SLC38A1 SLC38A2 SLC4A4 SLC4A7 SLC6A14 SLC7A1 SMIM9 SMS SNRPG SNX5 SOCS6 SOWAHC SOX6 SPHKAP SPOCK1 SPOPL SPSB4 SRPK1 SSBP2 SSH2 ST20-MTHFS STARD3NL STAT5B STK4 STON2 STRN STRN4 STT3B STX12 SV2B SWT1 SYNJ1 SYT4 TAB3 TBC1D12 TBC1D15 TBR1 TCF24 TCP11L1 TENT5A TET3 TEX30 TGFBR2 TGIF1 THAP12 TJP1 TLK1 TMED5 TMEM131L TMEM135 TMEM170A TMEM245 TMEM263 TMEM33 TMEM38B TMEM68 TMOD1 TMOD2 TMPO TNFAIP3 TNFAIP6 TNKS2 TNPO1 TNRC6A TNRC6B TNRC6C TOP1 TOP2B TOX TOX3 TRHDE TRIB1 TRIL TRIM14 TRIM63 TRPM7 TSNAX TTC23 TTC39B TTC7B TUSC2 TXLNG TXNRD1 TYMSOS UBE2D1 UBE2K UBE2O UBE2R2 UBN2 UHMK1 UQCRFS1 USP53 VCAN VCPKMT VEPH1 VGLL3 VKORC1L1 VTI1B WBP2 WBP4 WDR37 WEE1 WHAMM WNK1 WNK3 XIAP YOD1 ZBTB18 ZBTB2 ZBTB34 ZBTB43 ZBTB44 ZC3H12C ZCCHC2 ZDBF2 ZEB1 ZFHX4 ZIC1 ZIC4 ZIC5 ZMYM2 ZNF107 ZNF117 ZNF138 ZNF189 ZNF195 ZNF208 ZNF257 ZNF267 ZNF287 ZNF292 ZNF30 ZNF395 ZNF420 ZNF461 ZNF468 ZNF469 ZNF493 ZNF506 ZNF559 ZNF626 ZNF652 ZNF655 ZNF676 ZNF680 ZNF716 ZNF721 ZNF730 ZNF737 ZNF765 ZNF793 ZNF839 ZNF90 ZNF99 ZNRF2 MIR2467_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR2467_3P ABLIM1 ACOT13 AGO1 AKAP13 ALPK3 AQP1 AR ARL17A ARL3 ARL8B ATP1B2 ATXN1L ATXN7L3 BBS5 BSDC1 BTBD8 C18orf25 C22orf23 CALCR CCDC97 CD209 CDK14 CERS2 CLMN CNTN5 COPS3 CYP1A1 DCAF7 DDHD1 DMBX1 DTNA EFHD1 ERFE ETF1 FABP3 FAM168B FAM193A FKBP1A FMNL3 FOXK1 GABBR2 GABRA1 GLCE GOSR1 GOSR2 GOT2 GPATCH8 GPR137 GRIN3A GSPT2 HNRNPK IDH3A IL1RN KANSL1 KCNB1 KCNE4 KCNQ4 KDM7A KHDRBS1 KIAA0513 KIAA1549L KLF12 KREMEN1 KRT72 KSR1 KSR2 LSM11 LSM12 LURAP1L MARK4 MICALL1 MLXIP MMP16 MORF4L2 MPDU1 MSI2 MYH10 N4BP1 NAA40 NALF1 NCS1 NECTIN1 NECTIN3 NID2 NPLOC4 NR5A1 NR6A1 NRBP1 NRSN2 NSD2 ONECUT2 OSBPL3 OTUD7B PCGF5 PDXK PHF19 PIGK PIGR PLEKHA6 PNKD POLR2F PPP2R5A PRRT2 PTMS RAB1A RCAN2 RGL1 RGS8 RHOXF1 RRM2B RRP36 RUFY3 SCN2B SDHD SEC31B SEMA4G SENP8 SGSM1 SKI SLC25A42 SLC2A4 SLC41A1 SNX27 SRXN1 SSX1 SSX2 SSX2B SSX3 SSX4 SSX4B SSX5 ST3GAL1 ST8SIA2 STMN4 SULT2A1 TEF TLN2 TMEM121B TMEM127 TNNI1 TNRC6B TOMM22 TOMM7 TPCN1 TPRN TUFT1 UBXN7 USP36 USP37 VOPP1 WASF2 WASF3 WDR19 ZC3H6 ZFR ZFYVE28 ZNF483 ZNF546 MIR2467_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR2467_5P AAK1 ACOD1 ACVR2B ALDH3B2 ANO10 ANP32E APLP2 ASCL2 ATCAY ATP1B2 ATP6V1F BRWD1 CAPZB CCN2 CDCP2 CIBAR2 CIITA CLDN12 CPD DHX33 DPYSL3 DVL3 E2F1 EARS2 EBI3 EIF2AK4 ETV7 EXTL1 FCGRT FNDC3A GABBR2 GRIA3 GRK5 HDAC1 HIC2 HIF1AN HRH1 IL5RA KATNB1 KCNH6 KCNJ4 KIAA1191 KLF6 KLF7 KPNA3 KRTAP17-1 LRP8 MAGI3 MAPT MIP MLX MRPL11 MRPL22 MRPS36 MS4A4A MUL1 NPY1R NR1D1 NXF1 OGT OSBP PCDHB6 PDSS2 PELATON PHKG2 PHTF2 PIGS PKMYT1 PLEKHO2 PLIN3 PLXNA4 POLE POPDC2 PPP3R1 PSAPL1 PSD2 RAB11A RAD9A RBM41 RCN3 RICTOR RNF24 RTP1 SAXO1 SECISBP2 SELENOF SH3GLB1 SLC26A9 SLC9A8 SPOCK1 SSBP2 STRADB SYNGR2 TBC1D16 TBCK TDRP TENT4B TLX2 TMEM239 TMEM86A TOP1 TRABD2B TRIM7 TSKU TXNDC5 UBE2I UBE2Q1 UPRT VRK2 WDR25 YBX2 YWHAH-AS1 ZC3H13 ZNF623 MIR24_1_5P_MIR24_2_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR24_1_5P_MIR24_2_5P ACADSB ACTR2 AFAP1L1 ARHGAP20 ASPH BIRC3 C21orf91 C2orf49 CABYR CALD1 CERS6 DNAJC10 EDIL3 EGLN1 FMR1 GLG1 GZF1 HLCS HNRNPU IGIP KCNJ6 LAMTOR3 MDM1 MFSD1 MYBL1 NXPH1 PCDH9 PRY PRY2 RNF170 RYBP SLC5A3 SLC6A5 SPTY2D1 SRPK2 SRSF11 TM9SF3 TNFAIP8 TREM1 TRIM14 TSSK2 XIAP ZBTB43 ZNF367 ZNF470 ZNF670 ZNF770 MIR24_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR24_3P AAK1 ABCB9 ABHD2 ACVR1B ADD2 ADPGK ADSS1 AGPAT1 AGPS AMOTL2 ANKRD44 APBA1 APBB2 APPL2 ATAD2B ATP13A2 ATP5MJ ATRX AVL9 B3GALT5 B4GAT1 BCL2L11 BCL7A BNIP3L BOK BTAF1 BTN2A2 BVES C17orf49 C17orf78 C2orf72 C8orf58 CACHD1 CALCR CAMK2B CASTOR2 CCDC157 CD28 CDH7 CDK16 CDK17 CDKN1B CDV3 CDX2 CHD5 CHST4 CIDEA CITED4 CLCN3 CMTM4 CNOT6 COP1 CRAT CRIPT CTNS DCAF11 DENND10 DGKK DLC1 DLGAP4 DLL1 DNAJB12 DUSP16 DUSP8 DVL3 DYRK2 EBF2 EDA2R ELL ERC2 EXOG FADS6 FAM168B FAM78B FAS FASLG FBLIM1 FGF11 FRMD7 FST FURIN GAD1 GAL3ST3 GALNT15 GBA2 GBX2 GCNA GNE GRIA3 GRIP1 GSK3B HEG1 HNF1B ICA1L IFFO2 IFNG INSIG1 JADE2 JRK KCNB1 KCNJ2 KCNK2 KCTD21 KDM5A KIF3C KLHL1 KLHL3 KPNA4 LAMC1 LIMD1 LIMD2 LMBR1L LOX LPAR6 LRPAP1 LSM4 MAGI1 MAPK7 MAPKAPK2 MARCKSL1 MATN3 MATR3 MBD6 MBOAT7 MED8 MGAT4A MIA3 MICAL2 MIDN MIX23 MLEC MNT MOB3C MPDU1 MRPL4 MT1M MTHFR MTMR14 MTUS2 MVB12B NAIF1 NAV2 NCOA5 NDRG4 NDST1 NDST3 NDUFAF4 NEFM NEMP1 NEMP2 NFAT5 NFXL1 NIPSNAP1 NLK NOS1 NRP1 NRP2 NSD2 NTSR1 NUP210 ORAI2 PAK4 PAQR3 PDGFRB PDP2 PER1 PER2 PIM1 PIM2 PITPNC1 PLCH1 PLCL2 PLEKHH2 PLOD2 PLPPR4 POLR3D PPIL6 PPM1K PPP1R16B PRDM1 PRELID1 PRKCH PTGER4 PTPRD PTPRF PURA RALA RANBP10 RAP1A RAP1B RAP2C RASA1 RBBP4 RER1 RNF138 RNF165 RNF2 RPS6KB1 RSBN1L RUBCN SCARB1 SCML1 SCML2 SEC14L5 SEMA4A SEMA4B SESN1 SETD9 SFXN5 SH2B3 SKIDA1 SLC12A6 SLC16A2 SLC1A7 SLC30A2 SLC39A3 SLC6A6 SMAGP SNCAIP SNN SNTB1 SOGA1 SPAG9 SPATS2L SRL SSR1 SSTR1 ST3GAL1 STAT2 STC2 STRADB STX5 STX6 TAF7L TAOK1 TBC1D22B TBC1D24 TEX48 TLN2 TMEM121B TMEM161B TMEM178B TMEM209 TMEM50B TMTC1 TNFRSF19 TNS1 TOP1 TOR2A TRAF7 TRIM55 TRPC4AP TRPM6 TSC22D2 TSPAN14 TTC17 UCK1 UGCG UGT2B10 USF3 USP20 USP54 VANGL2 VCPIP1 VGLL3 VPS53 VSTM4 VXN XIAP YOD1 ZBTB44 ZCCHC14 ZCRB1 ZFR2 ZMYM3 ZNF217 ZNF395 ZNF572 ZNF697 ZXDA ZXDB ZXDC MIR25_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR25_3P AADACL3 ABHD13 ACOX1 ACTC1 ADAM10 ADAM19 ADAMTSL1 ADAMTSL3 ADCY3 ADGRF2 ADRB1 AFF3 AGO3 AIDA ALKAL2 ANKIB1 ANKRD28 ANKRD44 ANO8 ANP32E APBB2 APPL1 ARF1 ARHGAP24 ARHGEF17 ARID1B ARMC1 ARRDC3 ARRDC4 ASPN ATG14 ATP6V1B2 ATRX ATXN1 ATXN3 B3GALT2 BAHCC1 BAZ2B BCAT2 BCL11A BCL11B BCL2L11 BLTP1 BMPR2 BSDC1 BTG2 C11orf24 C19orf12 C21orf91 C5orf24 C8orf44-SGK3 CACNA1I CADM2 CALN1 CBFA2T3 CBLN4 CCDC186 CCNC CCNJL CD69 CDCA7L CDH10 CDK16 CDKL5 CELF2 CHCHD10 CIC CLCN5 CLDN11 CNEP1R1 CNIH1 COG3 COL19A1 COL1A2 COL27A1 COX20 CPEB2 CPEB3 CPEB4 CPNE8 CTTNBP2 CUX1 CXCL5 DAAM1 DCAF6 DDX3X DDX3Y DENND1B DENND4B DMXL1 DNAAF9 DNAJB12 DNAJB9 DOCK9 DPP10 DSC2 DUS2 DUSP10 DUSP5 DYRK2 EDEM1 EDEM3 EFR3A ELK4 ELOA ELOVL4 EOMES EPC2 EPG5 ERGIC2 ESRP1 EVI5 FAM135A FAM20C FAM24A FBN1 FBXW7 FCHO2 FHIP1B FHIP2A FHL2 FKBP1A FMN2 FNBP4 FNIP1 FNIP2 FOXN2 FRY FXR1 FZD10 G3BP2 GATA2 GATA6 GFPT2 GID4 GIT2 GLCE GLRA1 GLYR1 GNAQ GNPDA2 GOLGA1 GOLGA3 GOLGA4 GOLGA7 GPC6 GPR137C GPR158 GPR180 GRAMD2B GRHL1 GTF2A1 HAND2 HCN2 HERPUD2 HIPK1 HIPK3 HIVEP1 HNF1B HS3ST5 HYCC2 IBTK IDH1 IL36B INSIG1 IQGAP2 ITGA5 ITGA6 ITGA8 ITGAV ITPR1 ITPRID2 JMY JOSD1 KAT2B KBTBD8 KLF2 KLF4 KLF8 KLHDC10 KLHL14 KLHL15 KLHL29 KMT5B LATS2 LHFPL2 LIMCH1 LIN54 LMBR1L LONRF3 LRCH1 LRRC1 LUZP1 LYST MACIR MAGEC2 MAN2A1 MAP1B MAP2K4 MAP3K20 MAPK8 MARCHF4 MARCHF6 MAST4 MBOAT2 MCL1 MED19 MEF2D MFF MFHAS1 MIA3 MIER1 MINAR1 MMD MMP10 MOAP1 MORC3 MPP1 MSR1 MTF1 MTMR9 MYCBP2 MYO1B MYO5A NCAPH2 NCKAP5 NEFH NEFL NEFM NF2 NFYB NKX2-3 NKX2-4 NOX4 NPC1 NPNT NR4A3 NRG1 NSF NSMAF NSMF NUFIP2 OSBPL5 OTUD3 OTUD4 P3H3 PALLD PAPSS2 PAX3 PAX9 PAXBP1 PCDH11X PCDH11Y PCDH7 PCGF3 PCMTD1 PCOLCE2 PCYT1B PDE10A PDZD2 PDZD8 PEAK1 PER2 PGBD2 PHLPP2 PHTF2 PIAS4 PIK3CB PIK3R3 PIKFYVE PITPNA PITPNM2 PKDCC PLEKHA1 PLEKHB2 PLEKHG3 PLXDC2 PNISR PPCS PPP1R12A PPP1R12C PPP1R37 PRKAR2B PRRC2B PSMD14 PTAR1 PTEN PTGER4 PTPRD PTPRJ PTPRK PTPRO RAB14 RAB23 RAB3C RAB8B RAD21 RANBP9 RBM27 RBM47 REST REXO1 RFX1 RGL1 RGS17 RGS3 RHPN2 RIC1 RIMS2 RNF141 RNF180 RNF38 RNF4 RNF44 ROBO2 RORA RPL15 RPS6KA4 RSBN1 SCAF11 SCN8A SCUBE3 SELENOT SEMA3A SERINC5 SERTAD3 SESN3 SGK3 SGPP1 SH3D19 SH3PXD2A SLC10A7 SLC12A5 SLC17A6 SLC24A3 SLC25A16 SLC25A32 SLC25A36 SLC32A1 SLC38A2 SLC39A8 SLC4A8 SLC7A11 SLC9A1 SLC9A7 SLX4 SNAP91 SNAPC1 SNN SNX13 SOCS6 SOSTDC1 SOX11 SOX4 SPRYD4 SPTBN4 SRPRA SSBP2 ST6GAL2 STRN3 STYX SYN2 SYNJ1 TACC2 TAFA1 TAGAP TBC1D12 TBC1D8 TBL1XR1 TCF21 TEAD1 TECPR2 TEF TENT4A TET2 TEX2 TGIF1 TMEM229A TMEM255A TMEM267 TMF1 TNPO1 TOB1 TOB2 TPCN1 TPPP TRIM36 TRIO TTC9 TULP4 TWF1 UBASH3B UBE2W UBE2Z UBXN4 UCHL5 UGP2 USP28 USP36 USP45 VPS4B WASL WWP2 XPNPEP3 XYLT2 YIPF4 ZC2HC1A ZDHHC5 ZEB2 ZFAND1 ZFC3H1 ZFHX4 ZFYVE21 ZNF24 ZNF287 ZNF385D ZNF521 ZNF595 ZNF721 ZNF827 MIR25_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR25_5P AFF1 ARHGEF5 C5orf15 CEP162 CYP17A1 SP8 MIR2681_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR2681_3P ARHGAP44 BAG1 C1orf43 C8orf44-SGK3 CD244 CEP135 COA5 COL13A1 CYP4F3 EPM2A F8A1 FAM43A FSCN1 IL2RA KLK7 LRATD1 MAP7D2 MRTFB NAMPT NDUFAF6 NEFM PEG3 PPM1L RAPGEF3 RASGEF1A RTN4IP1 SEH1L SERPINB10 SGK3 SLC30A1 SPRED3 STYX SULF1 TCFL5 TMEM41B UNC80 WDR47 MIR2681_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR2681_5P ACER3 ACSL6 AIPL1 AKIRIN1 ANGPTL3 ANKIB1 APELA ARHGAP5 ARID1A ARPC5 ATRN BAHCC1 BCL11B BID BLTP3B BORCS7 BRDT BTG2 C2CD2 CACNA2D1 CACYBP CADM2 CALU CAMK2D CBLL1 CCDC144NL CCDC198 CCDC59 CCDC71L CDH19 CDK6 CERS6 CFAP54 CNKSR2 CNOT2 CPSF6 CREBBP CREM CYB5B DNAJC3 DOK6 DPH5 DPYSL2 DSC3 FABP4 FAM114A1 FAM180A FAM47E FASN FASTKD3 FBXO11 FCGR1A FCGR1BP FKBP4 FNDC3A FSD1L FZD8 GCSH GNAI1 GPR22 GPSM2 HIPK1 HSF5 HTR3D IL31RA IQCJ ITGA2 ITGB8 JMJD1C KCNH8 KCNMB2 KIAA0825 LATS2 LIN9 LRCH2 LRP1 LRP2BP LRRCC1 LUC7L2 MALRD1 MEGF9 METRNL NAV1 NKAIN3 NPR3 NUDT21 OGN PAX9 PCDHB13 PDCD2 PDZD8 PERP PHLDA1 PKDCC PLCG1 PMS1 PNN PRICKLE1 PRPF40A PSMA2 PTPRD PTPRE RASEF RCHY1 RERGL RNF180 RNF19A RPE RUNX2 SANBR SASH1 SCAF8 SCN2A SEMA3E SESN3 SGIP1 SIAH1 SIK2 SLAIN2 SLC16A7 SLC30A9 SLC35F2 SMC5 SMCO3 SMNDC1 SOS1 SP3 SPACA4 SPAST STAT1 STXBP5L STYX TBL1XR1 TCEAL9 TET1 TMEM263 TMEM30A TRAPPC11 TRDN TRIM49D2 TUT4 TYRP1 UBE2K UBR2 ULK2 USF3 WDR44 WIPF1 WRNIP1 WT1 WWC3 XKR9 ZFP14 ZFY ZHX1 ZMYND11 ZNF200 ZNF749 ZNF780A ZSWIM1 ZSWIM6 MIR2682_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR2682_3P ADRA1A ANK3 ANKH ANXA5 AS3MT ASIC4 ATG14 ATP6V1F BRF2 BRWD1 BSN C5orf63 CCDC115 CCL4L2 CD2AP CDH8 CDK14 COBLL1 COL12A1 CXCR6 DCAF5 DCUN1D4 DIPK1A DMRT2 DPY30 EFNA5 EMX2 ENSG00000230707 EXOC6B FAM104A FAT3 FUT11 KCNA6 KCNK2 KIR3DL3 KLHDC8A KLHL29 KPNA3 LINGO2 MAGI1 MON2 MRC2 MYRIP NIPA1 NUFIP2 PALM2AKAP2 PNPLA4 PRKCA RAD54L2 RAP1A RBM39 RGS6 RHOXF1 RMND5A SEL1L SLC24A2 SLC26A7 SLC30A10 SLITRK4 SPRY2 ST8SIA3 TIA1 TMEM215 TMX2 TNFSF11 TOP1 TRAK2 WDR1 MIR2682_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR2682_5P ACTL6A ADD2 AHCYL2 ANKS1B APH1A APOB ARID1B ARID2 ASCL1 ATAD2B ATP11C ATP1B3 ATP6V0A2 BACE1 BRPF1 CADM2 CALN1 CAMSAP2 CBLB CD40LG CDK19 CELF2 CELSR3 CEP55 CLDN8 CNTNAP1 CREB1 CTNND2 DAAM1 DEFB134 DENND1B DLAT DLG1 DLL1 ELAVL1 ELMOD1 ETS1 FAM219A FBXO40 FBXO45 FKBP1B FUT9 GAS1 GRHL1 GSK3B GTF3C2 HMBOX1 HMGN4 HOXB8 HOXC8 HTR2C IL1RAP JAKMIP1 KCNA1 KCTD16 LCP1 LYST MAN2A2 MAP3K9 MAPK1IP1L MAPK4 MARVELD2 MIDEAS MLLT3 MTCL1 MTDH MTF1 MTUS2 MYC MYCBP2 MYF5 NCOR1 NDRG1 NEUROD1 NEXMIF NFAT5 NHSL1 PAPSS2 PARD3 PFKFB1 PHACTR1 PHF6 PIEZO2 PIK3C2A PLEKHA1 PRKAA2 PTPN4 PTPRG PUM1 PYGB QDPR RAB3C RALA RDX RFX3 RHOH SLC25A13 SNIP1 SOGA1 SOX6 STK38L STK39 STMN2 TENM1 TENT4A TFDP2 THAP12 THRB TMCC3 TMEM19 TOX TSPYL4 USP15 VAMP3 WIPF3 XKR6 ZC4H2 ZNF597 MIR26A_1_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR26A_1_3P ACSBG1 ADGRF5 AFF2 AHCYL2 AKIRIN1 ANKHD1 ASB8 ATP2B3 BNIP3 C5orf63 CACNA2D1 CALCOCO2 CASK CCDC62 CCDC73 CDK6 CETN1 CTNND2 CYREN DCHS2 DMRT3 DMRTA1 DNAJB4 DPYSL2 EFNA5 EIF5A2 EML6 ENPP5 EVI2A FAM177A1 FLRT1 FOXJ3 GCSH GLUD1 GLUD2 HOXC8 IDE KCND2 KRT27 LILRA1 LINC01517 LRRC15 LRRC19 MAOB MAP7D3 MTBP MTPN NOTCH2NLA ODF2L OGT PABPC5 PLB1 POTEA PPARGC1B PPP1R21 PTBP3 RBM44 RIMKLB RSBN1L RTL3 S1PR1 SEL1L3 SLC35F1 SLC4A4 SMARCE1 ST8SIA3 SYNCRIP TBR1 TCF7L2 TMEM245 TSC1 USP6NL VKORC1L1 ZFAND6 ZFP82 ZNF143 ZNF268 ZNF568 ZNF630 ZNF782 MIR26A_2_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR26A_2_3P ACSBG1 ADGRF5 AFF2 AHCYL2 AKIRIN1 ANKHD1 ASB8 ATP2B3 BNIP3 C5orf63 CACNA2D1 CALCOCO2 CASK CCDC62 CCDC73 CDK6 CETN1 CTNND2 CYREN DCHS2 DMRT3 DMRTA1 DNAJB4 DPYSL2 EFNA5 EIF5A2 EML6 ENPP5 EVI2A FAM177A1 FLRT1 FOXJ3 GCSH GJB2 GLUD1 GLUD2 HOXC8 IDE KCND2 KRT27 LILRA1 LINC01517 LRRC15 LRRC19 MAOB MAP7D3 MTBP MTPN NOTCH2NLA ODF2L OGT PABPC5 PLB1 POTEA PPARGC1B PPP1R21 PTBP3 RBM44 RIMKLB RSBN1L RTL3 S1PR1 SEL1L3 SLC35F1 SLC4A4 SMARCE1 ST8SIA3 SYNCRIP TBR1 TCF7L2 TMEM245 TSC1 USP6NL VKORC1L1 ZFAND6 ZFP82 ZNF268 ZNF568 ZNF630 ZNF782 MIR26A_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR26A_5P ABCC4 ABHD5 ABL2 ACADM ACBD5 ACSL3 ACVR1C ADAM17 ADAM19 ADAM23 ADAM9 ADAMTS19 ADAMTS6 ADM ADRA1A AKAP7 ALDH5A1 ALS2 AMOT ANKRD28 ANKRD63 ANKS1A ANKS1B APCDD1 APPL2 ARFGEF1 ARHGAP21 ARL5B ARL6IP6 ARMCX2 ARPP19 ART3 ASPN ATAD1 ATAD2B ATF2 ATM ATP11C ATP1A2 ATPAF1 ATXN7 B3GNT5 B4GALT4 BAG4 BAK1 BARD1 BAZ2B BBS7 BBX BCR BEND4 BFAR BHLHE40 BID BLOC1S2 BLTP3A BOD1 BRWD1 BTG1 C18orf25 C2CD5 CACNA1C CACNB2 CAMSAP1 CAMSAP2 CARF CARMIL1 CASZ1 CCDC28A CCDC6 CCDC82 CCND2 CCNJ CD200 CDC6 CDH20 CDH4 CDK2AP1 CDK6 CDK8 CELF2 CELSR1 CEMIP2 CEP350 CHAC1 CHD1 CHFR CHORDC1 CHSY1 CILP CIPC CLASP2 CNOT4 CNTNAP3 CNTNAP3B COL10A1 COL19A1 COL1A2 COMMD8 CPD CPED1 CPPED1 CPSF2 CRADD CREB1 CREBBP CREBRF CREBZF CSRNP2 CTH CTNND2 CTSV CTTNBP2NL CTXN3 CXADR DAPK1 DCDC2 DDX17 DENND1B DGKH DLG5 DMRT3 DMXL1 DNA2 DOCK4 DUSP5 E2F7 EAF1 EIF2S1 EIF4G2 EIF5 ELAVL2 EP300 EP400 EPB41L3 EPC1 EPC2 ERC2 ERLIN1 ESR1 ETNK1 EYA3 EZH2 FA2H FAM136A FAM172A FAM199X FAM8A1 FAM98A FANCF FBXL19 FBXO11 FBXO28 FGD1 FGF18 FHIP1A FLVCR1 FPGT FRAT2 FRMD4B G2E3 G3BP2 GABRA4 GABRB2 GMDS GMFB GMNC GNA13 GNPNAT1 GOLGA3 GPALPP1 GPR52 GPSM1 GRHL3 GSK3B HAS3 HEPHL1 HERC2 HGF HMGA1 HMGA2 HOXA5 HOXA9 HOXC4 HOXD13 HSPA8 HTR1B ICE1 IL18R1 INHBB IQCJ ITGA5 ITGA6 ITGB8 JAG1 JARID2 KBTBD8 KCNJ2 KCNQ4 KIAA2013 KLF4 KLHL18 KLHL42 KPNA2 KPNA6 LARP1 LEF1 LIN28B LMLN LNX2 LOXL2 LRRC2 LSM11 LSM12 LTBP1 MAB21L1 MAEA MAN2A1 MAP2 MAP3K7 MAP7 MAPK6 MARK1 MAT2A MATR3 MCL1 MCUR1 MDN1 MFSD14A MICAL3 MIER1 MIER3 MKNK2 MLANA MMP16 MRAS MSMO1 MTDH MTFMT MTM1 MTTP MTX2 MXI1 MYH10 NAA15 NAB1 NABP1 NACC2 NAGPA NAMPT NAP1L5 NATD1 NCEH1 NCOA4 NEK1 NFE2L3 NHS NID1 NIPA1 NIPAL2 NLK NT5C1B-RDH14 NUDT11 NUP50 NUS1 OSBPL11 OSBPL2 OTUD4 OVOL2 PAG1 PAK2 PALM3 PALS2 PAN3 PARP14 PARPBP PAWR PCDH18 PCDH9 PCNX1 PDHX PECAM1 PELI2 PEX13 PFDN4 PFKFB2 PFKFB3 PGM2 PGRMC2 PHAF1 PHF14 PHF20L1 PHF21A PHF3 PHF6 PHLDB2 PHTF2 PIK3R3 PIM1 PITPNC1 PLCB1 PLEKHG1 PLEKHH1 PLOD2 PLP1 PMAIP1 POLH POLR3G PPP1R15B PPP1R3D PPP3CB PPP3R1 PPP4R1 PRKCD PRKCQ PRR5L PSD3 PTEN PTGS2 PTPRD RAB21 RAB5IF RALYL RAP2C RASSF3 RB1 RBM20 RBM24 RCBTB1 RCC1L RCN1 RCN2 RCOR1 RDH14 REEP3 RESF1 REST RFK RGS4 RHD RHOQ RHOU RLF RNF141 RNF6 RPGR RPS6KA6 RSPRY1 RTF1 RYK SACS SAMD8 SBNO1 SCAMP1 SELP SEMA6D SENP5 SEPTIN10 SERBP1 SFPQ SFT2D3 SFXN1 SH3PXD2A SH3RF1 SHANK2 SKP2 SLC16A6 SLC19A2 SLC1A1 SLC22A23 SLC24A4 SLC25A16 SLC25A20 SLC25A36 SLC2A13 SLC2A14 SLC30A7 SLC33A1 SLC35E4 SLC36A4 SLC38A2 SLC45A4 SLC4A4 SLC5A1 SLC7A11 SLC9A2 SMAD1 SNN SNX20 SOCS7 SPDYE5 SRCAP SRGAP1 SRP19 SRSF6 SSH2 SSX2IP ST6GAL2 STK39 STRADB STRBP STXBP5 STYX SULF1 SUZ12 SV2C SYT10 TAF2 TAF9B TANC2 TAOK1 TBC1D15 TBC1D30 TBC1D4 TENT2 TET1 TET2 TET3 TFAP2A TGIF2-RAB5IF THAP2 THUMPD3 TM2D3 TMC7 TMCC1 TMEM106B TMEM135 TMEM184B TMEM248 TMEM260 TMEM265 TMEM68 TMEM86A TNNT1 TNPO1 TNRC6A TNRC6B TNRC6C TOB1 TOP1 TP53INP1 TRANK1 TRIB2 TRIM65 TRPC3 TTC13 TTPA TTPAL TWF1 UBA5 UBE2E2 UBE2G1 UBE2H UBE2J1 UBE4B UBN2 UBR3 UCK2 UGT8 ULK1 ULK2 USP15 USP25 USP3 USP37 USP53 USP9X VANGL2 VDAC1 VGLL4 WNK1 WNK3 YAF2 YPEL1 YTHDF3 ZBTB18 ZCCHC24 ZDHHC18 ZDHHC20 ZDHHC6 ZFC3H1 ZFHX4 ZIC5 ZNF235 ZNF410 ZNF462 ZNF469 ZNF516 ZNF598 ZNF608 ZNF664 ZSWIM6 MIR26B_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR26B_3P AASDHPPT ACVR2B ADAM9 ADH5 ADIPOR2 ALG13 ANKS1A ANTXR1 APPL1 ASB14 BCL2L2 BEND4 BICC1 BICRAL CCDC73 CCNG2 CDK12 CEP135 COA3 CREB5 CTDSPL DCAF5 DEK DENND6A DYNC2I1 EDC3 EIF5A2 EIF5B EMB EYA1 FLVCR1 FNDC3A FSD2 GABRA1 GCC2 GPALPP1 GPX8 H2AZ2 HDAC7 IGFBP7 IKZF1 KDM7A KLF4 KLHL18 KLHL6 LINC01517 MAP3K13 MDM1 MEF2A MOSPD1 MYO6 NEUROD4 NFAT5 NPAT NXPH2 OGFRL1 PARP14 PDCD6IP PDE10A PHF20 PPM1L PRTG PSMF1 R3HCC1L RASAL2 RCC1 RICTOR SEL1L3 SEPTIN8 SERPINA1 SH2D2A SLC18A2 SLC4A4 SLC6A16 SLIT2 SOGA3 SPOPL SPTLC2 STYK1 TAS2R13 TENM4 TMEM237 TMEM38B TMEM54 TRDN TRIM33 TRIM59 TTC39B TXN2 UBE2D3 USP8 XPR1 ZBTB44 ZBTB6 ZCCHC2 ZEB1 ZMAT4 ZNF148 ZNF37A ZNF397 ZNF445 ZNF521 ZNFX1 ZSWIM6 MIR26B_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR26B_5P ABCC4 ABHD5 ABL2 ACADM ACBD5 ACSL3 ACVR1C ADAM17 ADAM19 ADAM23 ADAM9 ADAMTS19 ADAMTS6 ADM ADRA1A AKAP7 ALDH5A1 ALS2 AMOT ANKRD28 ANKRD63 ANKS1A ANKS1B APCDD1 APPL2 ARFGEF1 ARHGAP21 ARL5B ARL6IP6 ARMCX2 ARPP19 ART3 ASPN ATAD1 ATAD2B ATF2 ATM ATP11C ATP1A2 ATPAF1 ATXN7 B3GNT5 B4GALT4 BAG4 BAK1 BARD1 BAZ2B BBS7 BBX BCR BEND4 BFAR BHLHE40 BID BLOC1S2 BLTP3A BOD1 BRWD1 BTG1 C18orf25 C2CD5 CACNA1C CACNB2 CAMSAP1 CAMSAP2 CARF CARMIL1 CASZ1 CCDC28A CCDC6 CCDC82 CCND2 CCNJ CD200 CDC6 CDH20 CDH4 CDK2AP1 CDK6 CDK8 CELF2 CELSR1 CEMIP2 CEP350 CHAC1 CHD1 CHFR CHORDC1 CHSY1 CILP CIPC CLASP2 CNOT4 CNTNAP3 CNTNAP3B COL10A1 COL19A1 COL1A2 COMMD8 CPD CPED1 CPPED1 CPSF2 CRADD CREB1 CREBBP CREBRF CREBZF CTH CTNND2 CTSV CTTNBP2NL CTXN3 CXADR DAPK1 DCDC2 DDX17 DENND1B DGKH DLG5 DMRT3 DMXL1 DNA2 DOCK4 DUSP5 E2F7 EAF1 EIF2S1 EIF4G2 EIF5 ELAVL2 EP300 EP400 EPB41L3 EPC1 EPC2 ERC2 ERLIN1 ESR1 ETNK1 EYA3 EZH2 FA2H FAM136A FAM172A FAM199X FAM8A1 FAM98A FANCF FBXL19 FBXO11 FBXO28 FGD1 FGF18 FHIP1A FLVCR1 FPGT FRAT2 FRMD4B G2E3 G3BP2 GABRA4 GABRB2 GMDS GMFB GMNC GNA13 GNPNAT1 GOLGA3 GPALPP1 GPR52 GPSM1 GRHL3 GSK3B HAS3 HEPHL1 HERC2 HGF HMGA1 HMGA2 HOXA5 HOXA9 HOXC4 HOXD13 HSPA8 HTR1B ICE1 IL18R1 INHBB IQCJ ITGA5 ITGA6 ITGB8 JAG1 JARID2 KBTBD8 KCNJ2 KCNQ4 KIAA2013 KLF4 KLHL18 KLHL42 KPNA2 KPNA6 LARP1 LEF1 LIN28B LMLN LNX2 LOXL2 LRRC2 LSM11 LSM12 LTBP1 MAB21L1 MAEA MAN2A1 MAP2 MAP3K7 MAP7 MAPK6 MARK1 MAT2A MATR3 MCL1 MCUR1 MDN1 MFSD14A MICAL3 MIER1 MIER3 MKNK2 MLANA MMP16 MRAS MSMO1 MTDH MTFMT MTM1 MTTP MTX2 MXI1 MYH10 NAA15 NAB1 NABP1 NACC2 NAGPA NAMPT NAP1L5 NATD1 NCEH1 NCOA4 NEK1 NFE2L3 NHS NID1 NIPA1 NIPAL2 NLK NT5C1B-RDH14 NUDT11 NUP50 NUS1 OSBPL11 OSBPL2 OTUD4 OVOL2 PAG1 PAK2 PALM3 PALS2 PAN3 PARP14 PARPBP PAWR PCDH18 PCDH9 PCNX1 PDHX PECAM1 PELI2 PEX13 PFDN4 PFKFB2 PFKFB3 PGM2 PGRMC2 PHAF1 PHF14 PHF20L1 PHF21A PHF3 PHF6 PHLDB2 PHTF2 PIK3R3 PIM1 PITPNC1 PLCB1 PLEKHG1 PLEKHH1 PLOD2 PLP1 PMAIP1 POLH POLR3G PPP1R15B PPP1R3D PPP3CB PPP3R1 PPP4R1 PRKCD PRKCQ PRR5L PSD3 PTEN PTGS2 PTPRD RAB21 RAB5IF RALYL RAP2C RASSF3 RB1 RBM20 RBM24 RCBTB1 RCC1L RCN1 RCN2 RCOR1 RDH14 REEP3 RESF1 REST RFK RFX3 RGS4 RHD RHOQ RHOU RLF RNF141 RNF6 RPGR RPS6KA6 RSPRY1 RTF1 RYK SACS SAMD8 SBNO1 SCAMP1 SELP SEMA6D SENP5 SEPTIN10 SERBP1 SFPQ SFT2D3 SFXN1 SH3PXD2A SH3RF1 SHANK2 SKP2 SLC16A6 SLC19A2 SLC1A1 SLC22A23 SLC24A4 SLC25A16 SLC25A20 SLC25A36 SLC2A13 SLC2A14 SLC30A7 SLC33A1 SLC35E4 SLC36A4 SLC38A2 SLC45A4 SLC4A4 SLC5A1 SLC7A11 SLC9A2 SMAD1 SNN SNX20 SOCS7 SPDYE5 SRCAP SRGAP1 SRP19 SRSF6 SSH2 SSX2IP ST6GAL2 STK39 STRADB STRBP STXBP5 STYX SULF1 SUZ12 SV2C SYT10 TAF2 TAF9B TANC2 TAOK1 TBC1D15 TBC1D30 TBC1D4 TENT2 TET1 TET2 TET3 TFAP2A TGIF2-RAB5IF THAP2 THUMPD3 TM2D3 TMC7 TMCC1 TMEM106B TMEM135 TMEM184B TMEM248 TMEM260 TMEM265 TMEM68 TMEM86A TNNT1 TNPO1 TNRC6A TNRC6B TNRC6C TOB1 TOP1 TP53INP1 TRANK1 TRIB2 TRIM65 TRPC3 TTC13 TTPA TTPAL TWF1 UBA5 UBE2E2 UBE2G1 UBE2H UBE2J1 UBE4B UBN2 UBR3 UCK2 UGT8 ULK1 ULK2 USP15 USP25 USP3 USP37 USP53 USP9X VANGL2 VDAC1 VGLL4 WNK1 WNK3 YAF2 YPEL1 YTHDF3 ZBTB18 ZCCHC24 ZDHHC18 ZDHHC20 ZDHHC6 ZFC3H1 ZFHX4 ZIC5 ZNF235 ZNF410 ZNF462 ZNF469 ZNF516 ZNF598 ZNF608 ZNF664 ZSWIM6 MIR27A_3P_MIR27B_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR27A_3P_MIR27B_3P ABCA1 ABCB9 ABHD17B ABHD17C ABHD6 ABITRAM ABL2 ACTA2 ACVR1C ADAMTS10 ADAMTSL1 ADAMTSL3 ADCY6 ADGRA3 ADORA2B AFAP1 AFF4 AGFG1 AGRN AHSA2P AK4 AKIRIN1 AKIRIN2 ALDH5A1 ALG9 AMD1 AMPD3 ANK1 ANKS1A APOOL APPBP2 AQP11 ARF3 ARFGEF1 ARHGAP32 ARHGEF26 ARHGEF7 ARL4C ARMC8 ARRDC4 ARX ASAH1 ASPH ATAD2B ATP11C ATP1A2 ATP2B1 B3GNT7 B4GALT3 BEND4 BEST1 BEX3 BICC1 BLTP1 BLTP3A BMP3 BNIP2 BNIP3 BRPF3 BRWD3 BTG1 BTG2 C11orf58 C1orf52 C2CD2 CA10 CACNA2D3 CACNG2 CALD1 CAMK1D CAMTA1 CAND1 CAPN15 CBLB CCDC28B CCM2 CCN4 CCNC CCNG1 CCNJ CCNK CCNT2 CCNY CDC42EP3 CDH11 CDH5 CDIP1 CDK18 CDR2 CDS1 CECR2 CELF2 CEMIP CEP135 CHD7 CHKA CHL1 CIPC CKAP4 CLCN3 CLK2 CLSTN2 CMKLR1 CNN3 COG7 COL19A1 COL21A1 COLEC10 COLGALT2 COMMD3-BMI1 COPZ1 CPPED1 CRACDL CREB1 CREBRF CSF1 CSRP2 CTH CTU1 CYP39A1 DCAF12 DCAF7 DCP1A DCUN1D4 DDX5 DEPDC4 DIPK1A DKK2 DLL4 DNAAF9 DNAJC13 DNAJC27 DOT1L DTNA DYNC2LI1 DYNLL2 DYRK1A E2F7 ECE2 EDAR EDEM3 EDRF1 EEF1AKMT4-ECE2 EFNB2 EGFR EHF EIF5A2 ELAVL2 ELFN2 EN2 ENDOU ENSG00000275993 EPB41 EPB41L4A EPS8 ERG ERICH3 EYA1 EYA4 FAM133B FAM171A1 FAM184A FAM217B FAM76B FAM78A FBLN5 FBXO10 FBXO34 FBXO45 FBXW7 FCRL1 FCRL2 FGF7 FLRT3 FN1 FOSB FOXA3 FOXO1 FOXO3 FOXP4 FRMD6 FRS3 FUBP3 FZD4 GAB1 GALNT3 GALNT7 GAREM1 GATA2 GATA3 GATA6 GATAD2A GATC GCC2 GEM GFPT2 GLRA2 GLTP GNG12 GNS GOLGA1 GOLM1 GPAM GPD2 GPR6 GPT2 GRAMD1B GRB2 GRIA3 GRIA4 GRIN2D GRM5 GSPT1 GXYLT1 HAPLN1 HBEGF HDHD2 HEG1 HIC1 HIP1 HIPK2 HIVEP3 HMGCR HOXA10 HOXA5 HOXC6 HS2ST1 HSD17B12 HSDL1 HSPD1 HSPH1 HYCC1 HYOU1 ID4 IKZF2 INA ING5 INO80D INPP1 INPP5J INSM2 INSR IPMK IRF4 ITGA5 ITGA8 ITSN2 KAT2B KBTBD8 KCMF1 KCNA4 KCNJ3 KCNK2 KCNK5 KCNN3 KCTD14 KCTD8 KDM3A KDM7A KHSRP KIAA0319L KITLG KLF3 KLHL29 KLHL31 KMT2C KMT5A KMT5B KPNA3 KPNB1 LARP4 LCOR LIFR LIMK1 LIPT2 LITAF LONRF1 LOX LPAR6 LPCAT1 LPIN1 LYSMD3 MAGI3 MAP1B MAP2K4 MAP2K7 MAP3K4 MAPK14 MARK1 MATN3 MBTD1 MDM4 MDN1 MED12L MED14 MGAT4A MIER2 MIER3 MIGA2 MKLN1 MKNK2 MMD MOCS3 MRPS14 MS4A7 MSL1 MTARC1 MTMR4 MTURN MYH10 MYT1 NABP1 NAV2 NCALD NCAM1 NCOA5 NCOA7 NDUFC2-KCTD14 NDUFS4 NECAB1 NECAP1 NEDD4 NEK6 NEMP2 NETO1 NEURL1B NEURL4 NF1 NGFR NHLH2 NIPAL4 NKAIN1 NOVA1 NPAS3 NPEPPS NPTN NR1D2 NR2C2 NR2F2 NR2F6 NR3C1 NR5A2 NRARP NRBF2 NREP NRK NRP2 NSD1 NUP210 NXF1 NXT2 OAF OGA ONECUT2 OTULIN OTX2 PAIP2 PAIP2B PALM2AKAP2 PANK1 PAQR9 PARD6B PATZ1 PAX9 PCDH9 PCLO PCNX1 PDE10A PDE3B PDE7B PDHX PDIA5 PDK4 PDPK1 PDS5B PEAK1 PEDS1-UBE2V1 PEG10 PELI2 PF4 PF4V1 PHB1 PHLPP2 PIK3CA PKIA PLAG1 PLCH1 PLCL2 PLEKHA5 PLEKHH1 PLEKHJ1 PLK2 PLPP3 PLPPR1 PLXND1 PNISR PNKD PNPLA7 POGLUT1 POU2F3 POU3F2 PPARG PPIF PPP1CC PPP4R2 PRKCB PRKG1 PRKX PRLR PRMT8 PRR3 PSEN1 PSMA1 PSPC1 PTCH1 PTGDR PTGER3 QKI RAB11FIP1 RALGAPA2 RAP2A RAPGEF2 RAPH1 RARA RASSF3 RBPMS2 RC3H1 RCAN2 RCBTB1 RCOR3 RELN REPS1 RGL2 RGPD4 RGPD5 RGPD6 RGPD8 RGS8 RIPOR2 RMND5A RNF139 RNF141 RNF38 RNF8 RNGTT RO60 ROR1 RPGRIP1L RPN2 RPS6KA5 RPS6KB1 RREB1 RSBN1L RSPO3 RUFY3 RUNX1 RYBP SATB2 SBF2 SCAF11 SCAI SCN1A SEC62 SEH1L SEMA6A SEMA6D SEMA7A SERBP1 SETD5 SFRP1 SFSWAP SGIP1 SH3GL3 SHC4 SHE SIK1 SIX1 SLC13A3 SLC22A23 SLC24A1 SLC24A4 SLC25A16 SLC25A25 SLC30A7 SLC35A3 SLC35F1 SLC35F4 SLC39A11 SLC5A7 SLC6A1 SLC7A11 SLC7A2 SLC9A4 SLC9A7 SLC9B1 SLCO5A1 SLFN5 SLIT2 SLITRK1 SMAD4 SMAD5 SMAD9 SMOC2 SNAP25 SNN SNRNP27 SNX10 SOGA1 SORL1 SOS1 SOWAHA SOX11 SOX7 SPATA13 SPRY2 SPTLC2 SRGAP2 SRL SRP19 SS18L1 SSH1 ST14 ST3GAL6 ST6GALNAC3 STAB2 STAC STAG1 STK39 STMN2 STX16 STYK1 SUCO SYNJ1 SYNRG SZRD1 TAB3 TAF5L TAPT1 TBR1 TCIM TEAD1 TERB2 TET1 TFAP2B TGFBR3 THRB TICRR TLK2 TMA7 TMBIM6 TMCC1 TMEM170A TMEM170B TMEM184A TMEM91 TMEM9B TMPRSS7 TNPO1 TNRC18 TNRC6B TOM1L1 TOR2A TPR TRAF3 TRAF3IP3 TRAPPC8 TRERF1 TRIL TRIM23 TRIM50 TRPV3 TSC1 TSC22D2 TSPYL1 TTC39A TXLNG UBE2N UBE2V1 UBR5 UGCG UNC13C UNC5D UNKL USF3 USP25 USP31 USP42 USP46 VAPB VAV2 VAV3 VSIG10 WBP1L WDCP WDR37 WIPF2 WNK3 WSB1 XPO1 YWHAB YWHAQ ZBTB20 ZBTB34 ZBTB39 ZCCHC24 ZDHHC17 ZFAND3 ZFHX3 ZFP36 ZHX1 ZIC5 ZMAT3 ZMYM4 ZNF268 ZNF329 ZNF426 ZNF608 ZNF705EP ZNF708 ZNF80 ZNF800 ZNF84 ZSCAN26 MIR27A_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR27A_5P ADCY1 AEN AK2 ANTXR1 APEX1 ARHGAP28 ATM BTF3 CCR5 CD1C CHURC1 EIF1AX EIF5 EMC4 EXOC8 GSDMA HECW2 IFI30 IL2 INO80D LDLRAP1 LHX8 LTBP1 NPM1 PAF1 PHF24 PPP4R3B RFK SERPINB3 SERPINB4 SLC23A2 SPICE1 THNSL1 TMEM181 TSHZ3 WDR48 WDR89 MIR27B_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR27B_5P ACSL6 AFAP1L1 ARID2 ATP2B4 C2orf76 CELF5 CLIP4 CNR1 CRYZ CSRNP2 DCAF7 DDIT4L ETS1 FMN1 GLCCI1 GMCL1 KCTD18 LIFR MARCO MIER3 NEK9 NFAT5 NIPSNAP2 OPTN OTUD7B PGM3 PLEKHG3 PRKRA PSMB5 PYROXD1 RBM39 SAMD9 SCD5 SDHD SHC3 SRSF6 TAGAP TMTC1 UBTF UPP2 ZC3HAV1 ZCCHC3 ZFP36L1 ZHX1 MIR2861 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR2861 ARHGDIA BMP1 BSDC1 C15orf40 CAMKV CCSER2 CEACAM19 CHD5 CHTF8 CNBP E2F2 EFHD2 ELAVL3 EPS8L2 ESYT1 FADS1 FAM131B FIBCD1 FOXN3 FYCO1 GRM4 HOXC6 INF2 INTS6 IRAG1 KIF21B MAGEA11 MARK2 MBL2 MGLL MOB1A MTHFD1 MTSS2 MYO1D NEUROD2 NUP214 P2RX5 PCDHGA1 PCDHGA10 PCDHGA11 PCDHGA12 PCDHGA2 PCDHGA3 PCDHGA4 PCDHGA5 PCDHGA6 PCDHGA7 PCDHGA8 PCDHGA9 PCDHGB1 PCDHGB2 PCDHGB3 PCDHGB4 PCDHGB5 PCDHGB6 PCDHGB7 PCDHGC3 PCDHGC4 PCDHGC5 PDK4 PHF21A POLR2J2 POLR2J3 PPP1R10 PRIMA1 PSD2 PTPRD RDH12 RIMS4 SCNM1 SEMA4G SHISA9 SMPD3 SOCS3 SPATA13 SPRYD3 SSPN ST3GAL3 STOML1 SYT12 TMEM120B USP19 WASF2 XIRP1 YKT6 ZFTA ZNF276 ZNF33A ZNF33B MIR28_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR28_3P AMBN AQP4 ARF6 ARHGAP12 ARL5B C5 CACNA1G CCDC40 CDK19 CELF2 CNGB1 CPEB3 FAM168B FRMD7 FUBP3 GNPDA1 GOPC HIVEP3 ICOS IKZF5 INO80D KLHL42 LRBA MARCHF6 MBL2 MED13 MGP MSI2 NAA15 NHLRC3 PFKFB2 QRSL1 RAD51B RBMS1 RSBN1L SLC26A3 SLC44A1 SPATA1 SSX2IP STAU2 SYCP2 TNFAIP1 TRAF3 TRMT2B UCHL5 UNKL VIM WDR35 ZNF713 MIR28_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR28_5P ADGRL1 ARIH1 ARL17A ASPA BAG1 BBS10 BCAM CCL28 CNTFR DCUN1D5 EN2 EOMES FAM107A FGB FOXJ3 FOXN3 GARRE1 GIT2 GON4L GPM6A GSK3B HYCC1 IKBKB JPH1 LSMEM1 MST1L NDOR1 NFE2L2 NOVA2 NPY2R OSBPL10 PATE4 PLAG1 RORA RPRD1A RPTN SKA1 SLC44A5 SSRP1 TAS2R14 TEF TMEM260 TNS3 TRIM23 TRPC4AP WNK3 WSB2 ZKSCAN8 MIR2909 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR2909 ANKMY2 ARCN1 ASCC3 C17orf67 CAAP1 CACNA2D4 CADM1 CEBPZOS CELF3 CELF4 CHD6 CHMP3 CHRDL1 COX20 CSTF2T CWC25 DGKH EGLN1 FOXP2 FRMD3 HECTD4 HOXA5 ITGB8 KDM5A KRT35 LNX1 LRRC8B MAP3K2 MAPRE1 MCCD1 NATD1 NFKB1 NUCKS1 PCDHB4 PLAGL2 PUM2 RAC1 RNF103-CHMP3 SCGB3A2 SLC22A23 SOCS4 SPTLC2 TMEM116 TMEM154 TMEM169 TOX3 TSHZ2 VPS13C ZNF638 MIR296_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR296_3P ABLIM3 ADPRHL1 ATP5MG AZI2 C1QTNF7 CADPS EXPH5 GOLGA6L10 GOLGA6L4 ITM2A JOSD1 JTB LMLN LRRTM3 MACO1 MED14OS NAV1 NCMAP OR51E1 PFN2 SLITRK2 SPINT2 STRN3 SWT1 TMPPE TOMM70 TRPC5 ZFP90 ZNF117 ZNF124 ZNF138 ZNF28 ZNF493 ZNF629 ZNF763 ZNF781 ZNF99 MIR296_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR296_5P ACTR1A ADAMTS10 AMMECR1L ANGEL1 BOK CBX6 CCAR2 CELSR3 CHCHD4 CHMP1A CMTM4 COMMD7 CPLX3 CRYGS DDR1 DPYSL5 DYNLL2 DYRK1B F11R FAM78B FCHSD1 GDF10 GIGYF1 GRK6 GSDMD HIPK1 HMGA1 KCNQ2 KCTD15 KLK2 LYPLA2 MST1R MYH14 NACC2 NFIC NUMBL P2RX6 PLK1 PLPPR5 SLC25A35 SLC38A3 SNAI1 SPHKAP SRRM4 ST3GAL3 SUN2 UBAP1 UBAP2L UNC5A USP12 XG ZMYM3 ZNF334 ZNF512B MIR297 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR297 ABCC2 ABCC4 ABO ABR ACLY ADGRL2 AGO3 AK9 ALG13 AMMECR1 ANGPTL3 ANKUB1 ANO4 ANXA7 API5 APOOL AR ARHGEF33 ATF7 ATRN AZIN1 BIVM BTAF1 BTN2A1 BVES C12orf4 CA10 CACNA1G CALCRL CAMTA1 CCDC191 CDK8 CFAP418 CHIC1 CLEC2D COG6 CPSF2 CREBRF CRPPA CSMD1 DCC DCUN1D2 DIO2 DISC1 DNMT3A DUSP16 EIF4G3 EPHA1 ESYT3 EYS FAM120C FANCD2 FCGR3A FCGR3B FLI1 FMR1 FNDC3A GABRG3 GCLC GJC3 GLCCI1 GPC5 HIVEP3 HMGXB4 HOXC9 IGF2R INSM1 KANSL1L KCND2 KCNH7 KCNJ3 KCNN3 KCNV1 KIN KIR2DL1 KIR2DL3 KIR2DL4 KIR2DS4 KIR3DL1 KIR3DL2 KLHL7 KLHL9 LRCH1 MADCAM1 MATN2 MCTP2 MKLN1 MOB3B MTREX MYO1D NEK7 NKAIN2 NLRP14 NRXN1 NSD2 NTRK3 OLFM3 OPA1 OPCML OR11A1 OXNAD1 P2RY14 PAPSS2 PASK PCSK2 PGM3 PIK3R1 PLA2G4A PNRC1 PPP4R2 PTBP3 PTPRT PWWP3B RANBP17 RGS22 RNF11 RNF220 ROCK2 RPAP2 RXRG SCARA3 SCUBE3 SDHAF3 SH3RF2 SLC16A14 SLC39A8 SLCO3A1 SMOC2 SPOPL SSBP2 SYNJ1 TAF9B TFAP2B TFEC TJP1 TSNAX TTC23L UBR3 UGT8 UTS2B VEGFA VPS13C WDR64 YPEL5 ZDHHC15 ZFP36L1 ZFX ZNF268 ZNF280D ZNF484 MIR298 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR298 AHCYL1 ALDH1A2 ALOXE3 ANAPC7 ANP32E AP1G1 APBB2 APP APPL1 ARHGAP21 ARID2 ARMCX3 ASXL1 ATP1B1 ATP2C1 B3GAT2 BASP1 BPIFA1 C18orf25 CAMK1D CAMK2D CAP2 CAPN6 CCDC88A CD164 CDC26 CDH8 CDK19 CDK9 CEP350 CGN CLEC5A CLSTN2 COL12A1 COL1A2 COX8A CSMD3 CTNND1 CYYR1 DIPK2A DNAJB3 DNAJC19 DNALI1 DNER DYRK1A DZIP1 EDAR EIF4G2 EIF5B EPG5 EPS15 ESRP1 ETV1 FAM111B FAM120A FAM78B FCHO2 FHL1 FN1 GDI1 GLTP GPC6 GPR52 GRB10 GRID2 H2AZ1 HIPK1 HS3ST4 HYOU1 IL31 ING2 IP6K3 IPO8 IQCH IRF2 JMJD6 KCNA1 KCNH8 KHDC4 KLHL9 LDLRAD4 LEP LGI2 LMBR1 LPCAT3 LPP LRIT3 LRRN1 LRRTM2 MAGI3 MAML1 MAN1A2 MAPK1 MAPK9 MATR3 MED1 MEF2C MYB MYO1C MYO5B NADK NDRG2 NDRG3 NEB NEDD9 NICN1 NKAIN2 NR6A1 NTRK2 OCM OCM2 OGG1 ONECUT2 PAK3 PAQR9 PDK3 PDS5A PFKFB2 PIPOX PKD2 PLEKHA8 PLEKHO2 POGZ POLR1B PPARGC1A PPP3R1 PPP4R3A PRELP PRKCE PSMC2 PTCHD1 PTGFRN PTPN2 PVR RAB5C RABEPK RAP1B RAPH1 RB1 RBM47 RC3H1 RIMS3 RNASEH2B RNF146 RUBCNL SBF2 SCN8A SERINC5 SH3PXD2A SHANK2 SKIL SLC24A2 SLC44A5 SLK SNN SPAG9 SPINK6 SRRM4 STAT3 STK16 STX6 SV2B TBC1D23 TBL1XR1 TBX19 TEAD1 TET2 TRIM71 TRPC5OS TSHZ2 UBR1 UVSSA WASF3 WIPI2 WNT8B XPO4 ZBTB10 ZBTB8A ZC3H10 ZCCHC14 ZMYND11 ZNF148 ZNF37A ZSWIM6 ZZZ3 MIR299_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR299_3P ABCB9 ABCE1 ACACA ACAN ADD1 ARL6IP5 BTBD19 C1orf141 CUX1 DCUN1D1 DDIT3 DKK2 EIF2S3 ENSG00000255537 EPG5 FANCD2OS FRMD6 FSTL4 FXN GARIN6 HAO2 HSF2BP KRT10-AS1 LINC02897 LUC7L3 MAPK8IP3 MYNN OPN3 OR2H1 PAIP2B PALB2 PAXBP1 PDE3A PECAM1 PLTP PPHLN1 PRSS22 RAB5A RAB6A RAG2 SLC17A1 SLC19A1 SP4 STN1 TCF4 TMED2 TNFSF12 TRDMT1 UBE2H UHRF2 USP48 USP54 YIPF3 ZC4H2 ZNF207 ZNF800 ZNRF2 MIR299_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR299_5P ABCC4 ABHD5 ABITRAM ABR ACTC1 AFF1 ALCAM ALG14 ARHGAP5 AVPI1 BMP2K CA2 CALCR CAPN2 CCDC90B CCNG1 CD2AP CD83 CDCA7 CEP41 CEP55 CLEC2B CLSTN2 CPEB2 CSGALNACT1 DDHD2 DEFB4A DNAL1 DST EMC3 ERBB3 ERMP1 ESR1 FAM120A2P FAM3C FAM53C FAR1 FREM1 FST GALK2 GFRA2 GLRA3 GNPTG GOLPH3 GPAM GPATCH8 GPR34 GTF3C3 HACD3 HDAC4 HEY1 IKZF2 ITIH5 KCNC2 KCTD12 KDM4A KITLG KLF11 KLHL30 KRTAP5-11 LAMP3 LAX1 LPGAT1 LRRTM2 LRRTM3 LYRM1 MAEA MAP3K8 MAPK8 MARCHF9 MAT2A MINAR1 MMP12 MPP3 MTDH MYEF2 NAV3 NCF4 NEUROD1 NFKB1 NSMAF OGA OSBPL11 PAK3 PARD3 PARPBP PDE3B PDGFC PHYHIPL PPIC PPP2R5A PRIMPOL PRR23B QSER1 RAD21 RALBP1 RASSF6 RBPJ REC8 RHBDD1 ROBO1 RSBN1 RTL6 SCN7A SELENOP SEMA3G SGK1 SIAH1 SKIC3 SLC2A2 SLC5A12 SMC4 SMG7 SMURF2 SNX12 SOS1 SOX4 SP1 STK35 STX16 STYX SYT16 TCEAL8 TCERG1 THUMPD2 TIAL1 TICAM2 TIPARP TLL1 TMED7-TICAM2 TMEM161B TMEM17 TMEM209 TMSB15B TNFAIP8 TRDMT1 TRPA1 TSPAN2 UBE2Q2 UFM1 USP48 VANGL1 VEZF1 WDR26 WNK1 ZDHHC5 ZNF585A ZSCAN22 MIR29A_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR29A_3P ABCE1 ABHD18 ADAMTS10 ADAMTS17 ADAMTS2 ADAMTS6 ADAMTS7 ADAMTS9 AK4 AKAIN1 AKAP13 AKAP5 AKT2 AKT3 AMER1 AMMECR1L ANKRD13B ANKRD13C ANTXR2 ARHGEF10 ARPP19 ARVCF ASAP2 ASXL3 ATAD2B ATP1B4 ATP2B4 ATRN B3GNT5 BACH2 BAK1 BCCIP BCORL1 BLMH BMF BMT2 BRWD3 BTG2 C10orf55 C11orf54 C12orf40 C1QTNF6 C2orf68 C5orf15 CAMK4 CAMSAP2 CAV2 CBX6 CCNJ CCNT2 CCNYL1 CCSAP CCSER2 CD276 CDC42 CDC42BPA CDK6 CEMIP CEP68 CEP97 CHSY1 CLDN1 CLEC2L CLOCK CNR1 COL11A1 COL15A1 COL19A1 COL1A1 COL1A2 COL22A1 COL25A1 COL27A1 COL2A1 COL3A1 COL4A1 COL4A2 COL4A4 COL4A5 COL4A6 COL5A1 COL5A2 COL5A3 COL6A3 COL7A1 COL9A1 CPEB3 CPS1 CPSF7 CREB5 CRISPLD1 CRYBG1 CSGALNACT2 CSRNP2 CUEDC1 DAAM1 DAAM2 DCAF7 DCUN1D4 DCX DDX3X DENND6A DGKD DGKH DICER1 DIO2 DLG2 DNMT3A DNMT3B DOLPP1 DOT1L DPYSL5 DTWD2 DTX4 DVL3 DYNLT1 EFNA5 EIF3J EIF4E2 ELF2 ELN ELOVL4 EML4 EML5 EML6 ENHO ENPP2 EOMES EPC1 ERCC6 ERLIN2 ERP44 ETV6 FAM13B FAM167A FAM168B FAM241A FBN1 FBXW7 FBXW9 FEM1B FER FERMT2 FGD4 FOXJ2 FRAS1 FRAT2 FREM2 FSTL1 GAB1 GABRP GID8 GIT2 GNB4 GNG12 GPATCH2 GPR37 GPX7 GRIA3 GRIP1 GXYLT2 HAPLN3 HAPSTR1 HAS3 HBEGF HBP1 HDAC4 HIF3A HMCN1 HORMAD1 HPGD HRK HS3ST3B1 ICOS IFFO1 IFI30 IGF1 IL1RAP INA ING2 ING3 IQCJ-SCHIP1 IREB2 ISG20L2 JARID2 JAZF1 JMY KCTD20 KCTD5 KDM5B KIAA1549 KIF24 KIF26A KIF26B KLF4 KLHL28 KMT5C KNOP1 LAMA2 LAMC1 LASP1 LIF LIN7A LOX LOXL2 LOXL4 LPL LSM11 LYPLA1 LYSMD1 MAP4K4 MAP6 MAPK10 MAPKBP1 MAPRE1 MAPRE2 MARCHF1 MATCAP2 MBTD1 MCL1 MED12L METAP2 MEX3B MFAP3 MGA MIDEAS MINAR1 MLXIP MOB1A MORF4L1 MORF4L2 MTMR4 MUC22 MXD1 MYBL2 MYCN N4BP2L1 NAP1L3 NASP NAV1 NAV2 NAV3 NCKAP5 NEXMIF NFAT5 NFIA NKAPD1 NKIRAS2 NKRF NKTR NLRX1 NOTCH2 NPAS3 NREP NSD1 NUP160 OSBPL11 OSTC OTUD4 OTULIN PAIP2 PALM PAN2 PAPOLG PARG PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 PCGF3 PCSK5 PDIK1L PGAP1 PGAP2 PI15 PIK3R1 PINX1 PLP1 PMP22 POGLUT2 POLR3E PPIC PPM1E PPP1R13B PPP1R15B PRKAB2 PRKG1 PRPF40A PRR14L PRR3 PRRC2C PTBP3 PTEN PTPRK PURG PXDN PXYLP1 RAB30 RAP1A RAP1GDS1 RAPGEFL1 RARB RBAK REL REPS2 RERE REST REV3L RFX7 RGS1 RHOBTB1 RIC1 RLF RMND5A RND3 RNF138 RNF19A RNF39 ROBO1 RTL6 SAMD4A SCML2 SEC24D SENP1 SERINC5 SERPINH1 SESTD1 SETDB1 SETDB2 SGCZ SGK1 SGMS2 SH3BP5L SH3GLB1 SH3PXD2A SHPRH SHROOM2 SIDT1 SIDT2 SIRT1 SLC16A14 SLC30A3 SLC44A5 SLC5A8 SLC6A14 SLC7A6 SMIM17 SMPD3 SMS SMTNL2 SNX24 SP1 SPARC SPPL2B SS18L1 SSC4D STMN2 STMP1 STRN4 STX16 STX17 TAF11 TAF5 TCF4 TDG TET1 TET2 TET3 TFAP2C TFEB TFEC TIMM8B TLCD3B TLL1 TMEM169 TMEM178B TMEM183A TMEM236 TMEM65 TMOD3 TMTC3 TNFAIP3 TNFRSF1A TNRC18 TPK1 TRAF3 TRAF4 TRIB2 TRIM63 TTC9 TUBB2A UBFD1 ULBP2 USP34 USP37 USP6NL VASH1 VEGFA VPS37C WDFY1 WWTR1 XKR4 XKR6 XKR7 YBX3 YTHDF3 ZBTB10 ZBTB20 ZBTB34 ZBTB5 ZDHHC21 ZFP36L1 ZFP91 ZFX ZHX3 ZMIZ1 ZMYM2 ZNF28 ZNF282 ZNF346 ZNF469 ZNF512B ZNF704 MIR29A_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR29A_5P A1CF AAK1 ABCC9 ABL1 ACSL6 ACTR2 ADGRL4 ADRA1A AGAP1 ALDH1B1 ALDOB ALKAL2 ALOX5 APOBEC3B ARID4B ARIH1 ARL6IP6 ASCL2 ATP6V1C1 ATRX ATXN7L1 B3GAT1 B3GLCT BBC3 BBS2 BRCA2 C11orf54 C2orf69 C6orf120 CAB39 CACNA2D1 CBLB CCDC34 CD47 CD5L CDC37L1 CDV3 CEBPG CEP135 CERT1 CES5A CHUK CLDN20 CLPX CNOT9 COL19A1 COMMD6 COPG1 CROT CXXC4 DDI2 DENND1B DGAT2L6 DIPK2A DNAJC3 EEF2KMT EGLN1 EHF EIF4EBP2 EIF5B ELMOD2 ENG ESYT3 ETS1 F2R FAM120A FAM120C FAM241A FAM86B2 FAM86C1P FBXW7 FGF7 FLOT1 FOXJ3 FOXN3 FRZB G2E3 GALNT17 GANC GARIN2 GASK1B GEM GFOD2 GPR180 GPR89A GPR89B GRAMD1C HOMER1 HOXA10 HYCC1 HYCC2 IBSP IFT57 ILDR2 IQGAP2 JRKL KAT2B KCNJ5 KCNQ5 KHDRBS3 KIAA1549L KRT222 LONRF2 LPP LRATD2 LRCH2 LRP8 LSM14A MAPK6 MBOAT1 MED13L MFAP3L MFSD6 MIA2 MIER3 MINDY2 MMP16 MORN4 MRPL58 MTF2 MYL12A MYLK4 MYSM1 NEK1 NR4A3 NUDT13 ODF3 ONECUT2 PAGR1 PARD3B PCNP PCSK1 PDCD1LG2 PDE10A PEX11A PGBD1 PGGT1B PGRMC1 PIGR PLA2R1 PLPPR4 PNLDC1 PPM1D PPP3CB PPP4R2 PRRC1 RAB31 RANBP6 RBMXL1 RC3H1 RECK REST RHOA RIMS2 RMDN2 RNF111 ROBO1 ROCK2 SAXO2 SBF2 SBNO1 SC5D SCAI SCAMP1 SCN9A SEC23B SEL1L SEPHS1 SESN3 SF3B1 SGMS1 SH3GLB1 SKIL SLC16A7 SLC1A2 SLC25A31 SLC35A5 SLC44A1 SLCO4C1 SLIT2 SNAPC1 SNRNP40 SOX21 SPATA31D3 SPATA31D4 SPTSSB SRI SUZ12 SYNPR TAB3 THAP1 TIAM1 TMEM135 TMOD3 TRDMT1 TTC14 TTC19 TUBGCP3 TUT7 VGLL3 WDHD1 WT1 ZBTB2 ZBTB25 ZFP1 ZFX ZIC1 ZNF706 ZNF713 ZNF717 ZNF721 MIR29B_1_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR29B_1_5P ABCB5 ACTC1 ADGRL3 AIF1L AIG1 ALDH1A3 ALDH1B1 ANKRD13A ANKRD28 ANKRD49 ARGLU1 ARL17A ATF6 ATP6V1G3 BIRC5 BPNT1 BRD2 C2orf15 C8orf58 CA13 CAPSL CARF CCNA2 CD2AP CEP41 CGNL1 CLCF1 CLEC2B CNEP1R1 CNRIP1 CNTNAP2 CYP20A1 DACT1 DCUN1D4 DDIT4L DIXDC1 DPH2 EBF4 ELL2 EMC6 EP300 EWSR1 EXT1 EYA4 FA2H FAM104B FAM222B FGB FIGN FOLR1 GABBR1 GABRB2 GBP5 GPR3 GRAMD1C GTF3C5 GUCA2A HDAC9 HECTD2 HEY1 HIPK1 HMBS HOXB3 HOXC4 HS3ST3B1 ICA1L INSIG1 ITM2B KAT6A KDM1B KLF12 KLHL28 LHFPL2 LIN9 LYRM1 MAP3K1 MARK1 MAST4 MLANA MLEC MYO1B NAA25 NEDD4L NEURL1B NEUROD1 NIPSNAP3B NPR2 NR2C2 NR2E3 NSFL1C NUAK2 NUFIP1 PADI3 PAFAH1B2 PAK5 PALS2 PANK3 PARP2 PCDHB12 PCDHB13 PDYN PELI1 PERP PHLPP1 PIGY PLCL1 PLXNC1 PNISR PPP1R15B PPP6R3 PRELID3B PROM2 PROS1 PRRX1 PTGS2 PUM1 PWWP2A RASSF8 REM1 REST RGS22 RNF103 RNF139 RUFY3 RUNDC3A SEC63 SEZ6L2 SHISA2 SHTN1 SLC22A23 SLC30A7 SLC35F6 SLC41A2 SLC4A7 SMARCA5 SMDT1 SNX30 SOCS5 SPIN1 STC1 STIM2 TEAD1 TEX12 TIPARP TMEM266 TMTC2 TNPO3 TRIM27 TRIP11 UQCC1 USP28 USP3 USP4 VSIG1 VXN WDR26 WFDC10A WFDC10B ZBED1 ZBTB8A ZC3H12C ZC3H8 ZDHHC5 ZNF365 ZNF652 ZNF704 ZNF800 MIR29B_2_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR29B_2_5P ABCC1 ACSL1 AGTR2 AK9 ALG2 AP1S2 APOBEC4 ARFGEF2 ARMC8 ARMCX5 ATG14 BBX BCAT1 BCL2L10 BTBD10 C2orf15 C2orf66 CACNA2D3 CACNG3 CARM1 CBFA2T2 CCAR2 CCDC148 CCDC88C CCL11 CCSAP CD2AP CD34 CDH20 CENPP CHMP5 CIT CMTM6 CNPY2 CPPED1 CRHR2 CSGALNACT1 CSNK1G2 CSNK1G3 CTDNEP1 CTNNA1 CTTNBP2 CTTNBP2NL CUX2 DCDC2 DDHD2 DEUP1 DHX40 DISC1 DNAJC21 DPH5 DYNLL2 EDEM3 EIF2S2 EIF5B ELOA ENSG00000255537 EPHB1 FAHD1 FBN1 FGF18 FHIP2A FLRT3 FNTB FRMD6 FZD10 GJA3 GK GNB1 GNG2 GOLPH3L GOT2 GRAMD2B GRIA4 GUCY1A2 HACD4 HDGFL3 HEPHL1 HIC2 HIVEP2 HK2 IKZF3 IL5RA ITGBL1 JPH1 KATNBL1 KCNB1 KDM4A KIAA1549 KLHL18 LCA5 LPGAT1 LRP8 LRRTM2 LURAP1L LYPLA1 MAK16 MAP1A MBNL1 MDGA2 MEX3A MICOS10 MTHFS MTMR10 MYBL1 MYD88 MYOCD NAA30 NEMP1 NET1 NFASC NPR3 NR2E1 NR2F6 NRG3 NSL1 ONECUT1 ONECUT2 OSBPL6 OXR1 PALM2AKAP2 PHF20L1 PHF21A PITX2 PLAC8 PLEKHA8 PLEKHG7 PLP1 PLPPR4 PMP22 POLR3A POU2F2 PPM1B PPM1L PREP PRKG1 PTCD3 PTP4A2 PUS10 RAB11FIP5 RAB18 RAB27B RAB30 RALBP1 RANBP9 RASSF8 RBM12 RBMS3 RBPMS2 REM2 RETNLB RIC1 RNF19A RSAD2 RUNX1T1 RYBP SART1 SGIP1 SHROOM4 SIK3 SLC35F1 SLC4A4 SLC8A1 SMURF2 SNTG1 SNX1 SORL1 SRP68 ST20-MTHFS ST8SIA3 STAT4 STX16 STXBP5L SYNC SYT4 SYT9 TAB3 TARDBP TBC1D8 TBL1X TBL1Y TCERG1 TEAD1 TGFBI THRA THRAP3 TLK1 TMEM127 TNKS TPK1 TRMT13 TRPC3 TTC17 TTC29 TTYH2 UBE4A UBLCP1 UBXN7 UHMK1 USP37 USP48 VANGL1 VEGFA VEZF1 WDFY3 WDR72 WDR82 WIPF3 WLS WNK1 YPEL2 ZBTB20 ZBTB43 ZFHX3 ZHX3 ZNF268 ZNF304 ZNRF2 MIR29B_3P_MIR29C_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR29B_3P_MIR29C_3P ABCE1 ABHD18 ADAMTS10 ADAMTS17 ADAMTS2 ADAMTS6 ADAMTS7 ADAMTS9 AK4 AKAIN1 AKAP13 AKAP5 AKT2 AKT3 AMER1 AMMECR1L ANKRD13B ANKRD13C ANTXR2 ARHGEF10 ARPP19 ARVCF ASAP2 ASXL3 ATAD2B ATP1B4 ATP2B4 ATRN B3GNT5 BACH2 BAK1 BCCIP BCORL1 BLMH BMF BMT2 BRWD3 BTG2 C10orf55 C11orf54 C12orf40 C1QTNF6 C2orf68 C5orf15 CAMK4 CAMSAP2 CAV2 CBX6 CCNJ CCNT2 CCNYL1 CCSAP CCSER2 CD276 CDC42 CDC42BPA CDK6 CEMIP CEP68 CEP97 CHSY1 CLDN1 CLEC2L CLOCK CNR1 COL11A1 COL15A1 COL19A1 COL1A1 COL1A2 COL22A1 COL25A1 COL27A1 COL2A1 COL3A1 COL4A1 COL4A2 COL4A4 COL4A5 COL4A6 COL5A1 COL5A2 COL5A3 COL6A3 COL7A1 COL9A1 CPEB3 CPS1 CPSF7 CREB5 CRISPLD1 CRYBG1 CSGALNACT2 CSRNP2 CUEDC1 DAAM1 DAAM2 DCAF7 DCUN1D4 DCX DDX3X DENND6A DGKD DGKH DICER1 DIO2 DLG2 DNMT3A DNMT3B DOLPP1 DOT1L DPYSL5 DTWD2 DTX4 DVL3 DYNLT1 EFNA5 EIF3J EIF4E2 ELF2 ELN ELOVL4 EML4 EML5 EML6 ENHO ENPP2 EOMES EPC1 ERCC6 ERLIN2 ERP44 ETV6 FAM13B FAM167A FAM168B FAM241A FBN1 FBXW7 FBXW9 FEM1B FER FERMT2 FGD4 FOXJ2 FRAS1 FRAT2 FREM2 FSTL1 GAB1 GABRP GID8 GIT2 GNB4 GNG12 GPATCH2 GPR37 GPX7 GRIA3 GRIP1 GXYLT2 HAPLN3 HAPSTR1 HAS3 HBEGF HBP1 HDAC4 HIF3A HMCN1 HORMAD1 HPGD HRK HS3ST3B1 ICOS IFFO1 IFI30 IGF1 IL1RAP INA ING2 ING3 IQCJ-SCHIP1 IREB2 ISG20L2 JARID2 JAZF1 JMY KCTD20 KCTD5 KDM5B KIAA1549 KIF24 KIF26A KIF26B KLF4 KLHL28 KMT5C KNOP1 LAMA2 LAMC1 LASP1 LIF LIN7A LOX LOXL2 LOXL4 LPL LSM11 LYPLA1 LYSMD1 MAP4K4 MAP6 MAPK10 MAPKBP1 MAPRE1 MAPRE2 MARCHF1 MATCAP2 MBTD1 MCL1 MED12L METAP2 MEX3B MFAP3 MGA MIDEAS MINAR1 MLXIP MOB1A MORF4L1 MORF4L2 MTMR4 MUC22 MXD1 MYBL2 MYCN N4BP2L1 NAP1L3 NASP NAV1 NAV2 NAV3 NCKAP5 NEXMIF NFAT5 NFIA NKAPD1 NKIRAS2 NKRF NKTR NLRX1 NOTCH2 NPAS3 NREP NSD1 NUP160 OSBPL11 OSTC OTUD4 OTULIN PAIP2 PALM PAN2 PAPOLG PARG PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 PCGF3 PCSK5 PDIK1L PGAP1 PGAP2 PI15 PIAS2 PIK3R1 PINX1 PLP1 PMP22 POGLUT2 POLR3E PPIC PPM1E PPP1R13B PPP1R15B PRKAB2 PRKG1 PRPF40A PRR14L PRR3 PRRC2C PTBP3 PTEN PTPRK PURG PXDN PXYLP1 RAB30 RAP1A RAP1GDS1 RAPGEFL1 RARB RBAK REL REPS2 RERE REST REV3L RFX7 RGS1 RHOBTB1 RIC1 RLF RMND5A RND3 RNF138 RNF19A RNF39 ROBO1 RTL6 SAMD4A SCML2 SENP1 SERINC5 SERPINH1 SESTD1 SETDB1 SETDB2 SGCZ SGK1 SGMS2 SH3BP5L SH3GLB1 SH3PXD2A SHPRH SHROOM2 SIDT1 SIDT2 SIRT1 SLC16A14 SLC30A3 SLC44A5 SLC5A8 SLC6A14 SLC7A6 SMIM17 SMPD3 SMS SMTNL2 SNX24 SP1 SPARC SPPL2B SS18L1 SSC4D STMN2 STMP1 STRN4 STX16 STX17 TAF11 TAF5 TCF4 TDG TET1 TET2 TET3 TFAP2C TFEB TFEC TIMM8B TLCD3B TLL1 TMEM169 TMEM178B TMEM183A TMEM236 TMEM65 TMOD3 TMTC3 TNFAIP3 TNFRSF1A TNRC18 TPK1 TRAF3 TRAF4 TRIB2 TRIM63 TTC9 TUBB2A UBFD1 ULBP2 USP34 USP37 USP6NL VASH1 VEGFA VPS37C WDFY1 WWTR1 XKR4 XKR6 XKR7 YBX3 YTHDF3 ZBTB10 ZBTB20 ZBTB34 ZBTB5 ZDHHC21 ZFP36L1 ZFP91 ZFX ZHX3 ZMIZ1 ZMYM2 ZNF28 ZNF282 ZNF346 ZNF469 ZNF512B ZNF704 MIR300 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR300 AADAC ABI1 ACBD5 ACSL3 ACTR3 ACVR2B ADGRG2 AFF4 AGFG1 AHR AKAP12 AKAP9 AMMECR1 AMN1 ANK3 ANKRD31 ANKS1B ANO4 AP1S3 APAF1 APP ARAP2 ARHGAP12 ARHGAP21 ARHGAP44 ARHGEF33 ARID4B ARIH1 ARL17A ARRDC3 ASXL1 ATAD5 ATF7IP ATG10 ATG2B ATP6V1H ATRN AUTS2 AXL B3GNT2 B4GALT6 BARD1 BDNF BEAN1 BMPR2 BPNT2 BRD1 BTAF1 BTBD1 BTBD7 BTF3L4 C8orf34 CACNA1C CACNB2 CADM1 CAMTA1 CAND1 CARMIL3 CBLN4 CBX5 CCDC126 CCDC66 CCNA2 CD300LG CDH11 CDH20 CDK19 CEMIP2 CEP128 CEP76 CEPT1 CGGBP1 CHD2 CHRAC1 CILK1 CLCF1 CLOCK CNOT2 CNOT6L CNOT7 CNR1 COL11A1 COL4A1 CORO1C CPNE4 CPSF6 CREBRF CREBZF CRELD2 CRISPLD1 CRY1 CUL4B CWC22 DCAF6 DCC DCLK3 DCUN1D4 DCUN1D5 DENND2B DENND4C DGKH DHX33 DOCK1 DOP1A DPP6 DVL2 EDIL3 EFCAB14 EGFL6 EIF1AX EIF4A2 EIF4ENIF1 EIF4G3 ELOVL7 EMP2 EPB41L1 EPC1 EPS8 F3 FAM107B FAM117A FAM222A FAM9C FBXO34 FBXO43 FGF7 FGFR2 FNIP1 FOXJ3 FOXO1 FRG2C FRMD4B FRS2 FUS FYN FYTTD1 FZD3 GDAP2 GNA11 GNA13 GNAQ GNB4 GOLGA1 GPC6 GPR158 GPR34 GPR37 GPR65 GRHL3 GRM3 GRM8 GTF2A1 GTF2I GTF3C3 HBP1 HEATR5B HES1 HHIP HIVEP2 HMGXB4 HNRNPLL HNRNPR HOOK3 HOXA9 HS6ST2 ID1 IER2 IGFBP1 IKZF2 IL20 IPO7 IQSEC2 IREB2 ITCH ITGA6 ITGAV ITM2B JADE2 JAG2 JPH1 JPH3 KALRN KCNH5 KDM6A KDSR KHDRBS1 KIAA0408 KIAA1217 KIAA1958 KIF11 KIF1B KLF3 KLF4 KLHL15 KLHL35 KMT2C KPNA3 KRAS LANCL2 LATS1 LEF1 LIN52 LIN9 LMO3 LRP6 LRRC1 LRRC27 LRRC4 LRRC8B LVRN LYSMD3 LZTS2 MAGI1 MAGT1 MALT1 MAP2K3 MAPK10 MARCHF6 MARK1 MAST4 MATN2 MBD5 MBNL2 MED14 MET MMS22L MNX1 MPEG1 MPHOSPH9 MRS2 MTSS1 MYCBP2 MYH10 NASP NBEA NCKAP1 NCOA2 NDC1 NECTIN1 NELFA NEUROG2 NEXMIF NFIA NFKBIA NFYB NHLH2 NHS NKTR NLGN1 NLN NOC3L NPY NPY1R NR3C1 NR5A2 NUDT4 NUP160 OAS2 OLFML2B OPA1 ORC2 ORC4 OSBPL3 OTUD6B OXR1 P2RY13 PAFAH1B1 PAN3 PARD6B PARP15 PARP3 PAXBP1 PCDH19 PCDH8 PCSK2 PDAP1 PDE5A PDLIM5 PDS5B PENK PEX5L PGLYRP4 PHACTR2 PHF2 PHIP PIGX PLA2R1 PLCB4 PLG PLPP3 PMPCB PNISR PNRC1 POLR1B POLR2K POPDC3 POU3F3 POU4F1 PPM1A PPM1D PPM1L PPP1R14C PPP1R15B PPP1R2 PPP1R21 PPP2R5E PPP3CA PPP4R3B PPP6C PRPF38B PRPF8 PRR12 PSD3 PSIP1 PTBP3 PTCH1 PTP4A1 PTPRE PUM2 QKI RAB10 RAB11FIP2 RAB2A RAB3C RABGGTB RAPGEF5 RAPH1 RBM26 RBPJ RBPMS2 RC3H1 REL RHOT1 RICTOR RIMKLB RNF144A RORA RPS16 RRAGD RTN1 RWDD3 RYBP SALL1 SCAF8 SCAI SCN7A SEC22C SEC23IP SEC24A SELE SELENOK SEMA6D SEPHS1 SEPTIN9 SFRP2 SGO1 SGTB SH3GL3 SIPA1L2 SKIL SLAIN2 SLC25A24 SLC25A36 SLC4A5 SLC6A8 SLMAP SNAPC1 SORBS1 SOX9 SPOCK3 SPPL3 SPRED1 SRSF1 SRSF12 STRBP SWSAP1 SYNCRIP SYNGR3 TAOK1 TBC1D15 TCF3 TENT5A TES TET3 TGS1 THAP12 TLN2 TMED7 TMEM128 TMEM132B TMEM161B TMEM185A TMEM267 TMX1 TNS3 TP53 TP53BP1 TRIM63 TRIO TRPM7 TSPAN2 TUT4 TXNRD3 UBAP2L UBE2W UBL3 UBN1 UBR1 UCHL5 UGT3A1 ULK2 USF3 USP1 USP12 USP25 USP34 VAPA VASH2 VCPIP1 VEZF1 VPS29 WAC WAPL WDR37 WIPI1 WNT5A XPO1 XPO7 YIPF5 YTHDC1 YY1 ZBTB1 ZBTB14 ZBTB22 ZBTB39 ZFAND3 ZFHX3 ZFPM2 ZFY ZFYVE21 ZNF236 ZNF521 ZNF532 ZNF558 ZNF616 ZNF697 ZNF800 ZNF841 ZSWIM4 MIR301A_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR301A_3P AAK1 ABCB7 ABCC5 ABHD3 ABRAXAS2 ACBD3 ACBD5 ACSL1 ACSL4 ACVR1 ADAM12 ADCY1 AGFG1 AGO1 AGO4 AKAP1 AKAP11 AKIRIN2 ANKIB1 APCDD1 APPL1 AR ARAP2 ARHGAP1 ARHGAP12 ARHGAP21 ARHGEF26 ARHGEF4 ARL6IP1 ASXL2 ATG14 ATG16L1 ATP12A ATP6V1B2 BAG5 BAHD1 BHLHE41 BLCAP BMP3 BMPR2 BMT2 BPTF BRWD1 BRWD3 BTAF1 BTBD3 BTBD7 BTF3L4 BTG1 C2orf15 CALM2 CAMSAP2 CAPRIN2 CASD1 CBFB CBLB CBX6 CBY1 CCDC126 CCDC6 CCNY CD2AP CD69 CDK19 CDS1 CENPO CEP170 CFL2 CGGBP1 CHD5 CHST1 CLCN3 CLCN5 CLIP1 CLTC CNOT4 CNOT6 CNOT7 CPEB1 CPEB3 CRACD CSMD1 CUL3 CYP2U1 CYSLTR1 DAAM1 DCAF8 DCBLD2 DCUN1D3 DDX6 DENND10 DENND4C DGKE DIAPH3 DICER1 DLC1 DLG5 DLL1 DNAJC16 DNAL1 DOCK3 DPYSL2 DSEL DSG1 DYNC1LI2 DYNLL2 EBF3 EDN1 EGLN3 EIF4E2 ELK3 EMX2 ENPP5 EOGT EPC2 EPS15 ERBIN ERCC4 EREG ERP44 ESR1 FAM104A FASTK FAT3 FBXO28 FBXO48 FERMT2 FIBIN FMC1 FMR1 FOSL1 FOXF2 FRMD6 FRZB FSD1L FSTL5 FUT9 FYN FZD6 G0S2 G3BP2 GADD45A GAREM1 GJA1 GTF2H1 HCFC2 HECA HECW2 HEG1 HIVEP2 HOXA3 HOXD1 HPRT1 HS3ST5 HSPA8 IGF1 IL15 IL1RAP IMPDH1 ING2 INO80 INSIG1 IRF1 ITGB8 ITPR1 ITPRIPL2 JADE1 JARID2 JMY KBTBD8 KCNA4 KDM2A KIAA1191 KIF13A KLF7 KMT2C KRTAP26-1 LCORL LDAF1 LDLR LDLRAD4 LGALSL LMLN LONRF3 LPGAT1 LRIG1 LRP12 LRP2 LRP6 LRP8 LRRTM2 LSMEM1 LY75 MACIR MAF MAP3K12 MAP3K20 MAPK1 MB21D2 MBD2 MBNL1 MBNL3 MCTP1 MDFIC MDM4 MECP2 MEMO1 MET MFSD6 MID1IP1 MIER1 MIGA1 MIGA2 MLLT6 MMGT1 MPHOSPH9 MSMO1 MTCL1 MTMR10 MYBL1 NABP1 NACC2 NALF1 NCKAP5 NECTIN3 NEUROG1 NFIA NFIB NHLH2 NPAT NPEPL1 NPNT NRBF2 NSD3 OSBPL6 OTUD3 PAK6 PAN3 PCNX1 PDIK1L PDZD11 PEX5L PGM2L1 PHACTR2 PHAF1 PHF12 PHF14 PHF20 PIGA PIK3C2A PIK3CB PIKFYVE PIP4P2 PLAA PLCB1 PMEPA1 POP7 POU3F2 POU4F1 PPARG PPFIA2 PPP1R15B PPP6R2 PRKAA1 PRKD3 PRUNE2 PSAP PSD PTP4A1 PTPN4 PTPRG PURG PXK PXYLP1 R3HDM1 RAB12 RAB5A RACGAP1 RAD51B RAI2 RALGPS2 RAP2C RAPGEF4 RASD1 RBBP8 RBM25 RFX7 RNF145 RNF216 RNF38 RO60 ROBO2 RPS6KA5 RRAGD RTCA RTN1 RUNX3 SALL3 SAMD8 SAR1B SBF2 SBNO1 SCUBE3 SECISBP2L SEL1L3 SERBP1 SERINC3 SFMBT1 SH3D19 SHANK2 SIX4 SKIDA1 SLAIN1 SLC2A4RG SLC44A1 SLC6A6 SLMAP SMARCD2 SMOC1 SNIP1 SNX2 SNX31 SNX5 SOCS5 SOS2 SPART SPATA2 SPEN SPHK2 SPOCK1 SPTY2D1 SRSF2 ST18 ST8SIA5 STIM2 STON2 STX6 SULF1 SYBU SYT6 SZRD1 TAFA1 TANC2 TBL1XR1 TENT2 TES TET3 TEX2 TFCP2L1 TGFBR1 TGFBR2 THOP1 THSD7A TLCD3A TMEM250 TMEM50B TMOD1 TNRC6C TOGARAM1 TRIM2 TRPC3 TSC1 TSHZ1 UBA3 UBB UBE2D2 UBE2W UBE3B UBXN2B ULK2 USP13 USP28 USP33 USP8 VGLL4 VPS13D VPS37A WDFY3 WDR20 WDR33 WDR47 WEE1 WNK1 YTHDF2 ZBTB18 ZBTB20 ZBTB4 ZEB2 ZFYVE26 ZFYVE9 ZMAT3 ZNF107 ZNF217 ZNF594 ZNF609 ZNF800 ZNF862 MIR301A_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR301A_5P AHCYL1 ANKS1B ASXL3 ATP8A2 BDP1 BMP2 BNC2 CALB1 CCM2 CCNT2 CDH17 CEMIP CIAO2A CIPC COMMD8 DHX9 EEIG2 EFCAB11 EIF2S2 EMC3 ERLIN1 FFAR2 FOXJ2 GABPA GPR35 GTF3C2 HHEX HIC2 HK2 HNF1B HS3ST4 ING2 MASP1 MBLAC2 MEA1 MTX3 NAMPT NFYB NPAS3 NR2C2 NSL1 OSBPL3 OTUD6B PALD1 PAPPA PDS5A PITPNB PKIA PNMA1 POU2AF2 PPIL3 PRX PTGFR PTPN12 RAB1A RAB5A RECK RNF222 RRAS2 RSPRY1 RUFY3 SEC24B SEMA4B SGMS1 SNRNP27 SPIN1 TBC1D5 TCF3 TENT5A TEX30 TM4SF20 TNPO1 TRAF3 TXNIP UBTD1 WDR33 XPO6 ZEB1 ZFX ZMYND8 ZNF12 ZNF322 MIR301B_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR301B_3P AAK1 ABCB7 ABCC5 ABHD3 ABRAXAS2 ACBD3 ACBD5 ACSL1 ACSL4 ACVR1 ADAM12 ADCY1 AGFG1 AGO1 AGO4 AKAP1 AKAP11 AKIRIN2 ANKIB1 APCDD1 APPL1 AR ARAP2 ARHGAP1 ARHGAP12 ARHGAP21 ARHGEF26 ARHGEF4 ARL6IP1 ASXL2 ATG14 ATG16L1 ATP12A ATP6V1B2 BAG5 BAHD1 BHLHE41 BLCAP BMP3 BMPR2 BMT2 BPTF BRWD1 BRWD3 BTAF1 BTBD3 BTBD7 BTF3L4 BTG1 C2orf15 CALM2 CAMSAP2 CAPRIN2 CASD1 CBFB CBLB CBX6 CBY1 CCDC126 CCDC6 CCNY CD2AP CD69 CDK19 CDS1 CENPO CEP170 CFL2 CGGBP1 CHD5 CHST1 CLCN3 CLCN5 CLIP1 CLTC CNOT4 CNOT6 CNOT7 CPEB1 CPEB3 CRACD CSMD1 CUL3 CYP2U1 CYSLTR1 DAAM1 DCAF8 DCBLD2 DCUN1D3 DDX6 DENND10 DENND4C DGKE DIAPH3 DICER1 DLC1 DLG5 DLL1 DNAJC16 DNAL1 DOCK3 DPYSL2 DSEL DSG1 DYNC1LI2 DYNLL2 EBF3 EDN1 EGLN3 EIF4E2 ELK3 EMX2 ENPP5 EOGT EPC2 EPS15 ERBIN ERCC4 EREG ERP44 ESR1 FAM104A FASTK FAT3 FBXO28 FBXO48 FERMT2 FIBIN FMC1 FMR1 FOSL1 FOXF2 FRMD6 FRZB FSD1L FSTL5 FUT9 FYN FZD6 G0S2 G3BP2 GADD45A GAREM1 GJA1 GTF2H1 HCFC2 HECA HECW2 HEG1 HIVEP2 HOXA3 HOXD1 HPRT1 HS3ST5 HSPA8 IGF1 IL15 IL1RAP IMPDH1 ING2 INO80 INSIG1 IRF1 ITGB8 ITPR1 ITPRIPL2 JADE1 JARID2 JMY KBTBD8 KCNA4 KDM2A KIAA1191 KIF13A KLF7 KMT2C KRTAP26-1 LCORL LDAF1 LDLR LDLRAD4 LGALSL LMLN LONRF3 LPGAT1 LRIG1 LRP12 LRP2 LRP6 LRP8 LRRTM2 LSMEM1 LY75 MACIR MAF MAP3K12 MAP3K20 MAPK1 MB21D2 MBD2 MBNL1 MBNL3 MCTP1 MDFIC MDM4 MECP2 MEMO1 MET MFSD6 MID1IP1 MIER1 MIGA1 MIGA2 MLLT6 MMGT1 MPHOSPH9 MSMO1 MTCL1 MTMR10 MYBL1 NABP1 NACC2 NALF1 NCKAP5 NECTIN3 NEUROG1 NFIA NFIB NHLH2 NPAT NPEPL1 NPNT NRBF2 NSD3 OSBPL6 OTUD3 PAK6 PAN3 PCNX1 PDIK1L PDZD11 PEX5L PGM2L1 PHACTR2 PHAF1 PHF12 PHF14 PHF20 PIGA PIK3C2A PIK3CB PIKFYVE PIP4P2 PLAA PLCB1 PMEPA1 POP7 POU3F2 POU4F1 PPARG PPFIA2 PPP1R15B PPP6R2 PRKAA1 PRKD3 PRUNE2 PSAP PSD PTP4A1 PTPN4 PTPRG PURG PXK R3HDM1 RAB12 RAB5A RACGAP1 RAD51B RAI2 RALGPS2 RAP2C RAPGEF4 RASD1 RBBP8 RBM25 RFX7 RNF145 RNF216 RNF38 RO60 ROBO2 RPS6KA5 RRAGD RTCA RTN1 RUNX3 SALL3 SAMD8 SAR1B SBF2 SBNO1 SCUBE3 SECISBP2L SEL1L3 SERBP1 SERINC3 SFMBT1 SH3D19 SHANK2 SIX4 SKIDA1 SLAIN1 SLC2A4RG SLC44A1 SLC6A6 SLMAP SMARCD2 SMOC1 SNIP1 SNX2 SNX31 SNX5 SOCS5 SOS2 SPART SPATA2 SPEN SPHK2 SPOCK1 SPTY2D1 SRSF2 ST18 ST8SIA5 STIM2 STON2 STX6 SULF1 SYBU SYT6 SZRD1 TAFA1 TANC2 TBL1XR1 TENT2 TES TET3 TEX2 TFCP2L1 TGFBR1 TGFBR2 THOP1 THSD7A TLCD3A TMEM250 TMEM50B TMOD1 TNRC6C TOGARAM1 TRIM2 TRPC3 TSC1 TSHZ1 UBA3 UBB UBE2D2 UBE2W UBE3B UBXN2B ULK2 USP13 USP28 USP33 USP8 VGLL4 VPS13D VPS37A WDFY3 WDR20 WDR33 WDR47 WEE1 WNK1 YTHDF2 ZBTB18 ZBTB20 ZBTB4 ZEB2 ZFYVE26 ZFYVE9 ZMAT3 ZNF107 ZNF217 ZNF594 ZNF609 ZNF800 ZNF862 MIR301B_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR301B_5P AHCYL1 ANKS1B ASXL3 ATP8A2 BDP1 BMP2 BNC2 CALB1 CCM2 CCNT2 CDH17 CEMIP CIAO2A CIPC COMMD8 DHX9 EEIG2 EFCAB11 EIF2S2 EMC3 ENSG00000274333 ENSG00000276077 ENSG00000277067 ERLIN1 FFAR2 FOXJ2 GABPA GPR35 GTF3C2 HHEX HIC2 HK2 HNF1B HS3ST4 ING2 LOC102724701 MASP1 MBLAC2 MEA1 MTX3 NAMPT NFYB NPAS3 NR2C2 NSL1 OSBPL3 OTUD6B PALD1 PAPPA PDS5A PITPNB PKIA PNMA1 POU2AF2 PPIL3 PRX PTGFR PTPN12 RAB1A RAB5A RECK RNF222 RRAS2 RSPRY1 RUFY3 SEC24B SEMA4B SGMS1 SNRNP27 SPIN1 TBC1D5 TCF3 TENT5A TEX30 TM4SF20 TNPO1 TRAF3 TXNIP UBTD1 WDR33 XPO6 ZEB1 ZFX ZMYND8 ZNF12 ZNF322 MIR302A_3P_MIR302B_3P_MIR302C_3P_MIR302D_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR302A_3P_MIR302B_3P_MIR302C_3P_MIR302D_3P AAK1 ABHD3 ADAM9 ADAT2 AGO1 ALDH1L2 AMER2 ANKRD17 ANKRD45 ANKRD52 ANO6 APP ARHGAP30 ARHGEF10 ARHGEF17 ARID4A ARID4B ARID5B ARL4C ARMC8 ASAP1 ASF1A ASF1B ATAD2 ATF6B BARX2 BCL11A BCL6 BLCAP BTG1 C2CD2 C2orf69 C6orf15 CAPRIN2 CCNJ CCSAP CDC23 CDCA7 CELF2 CFL2 CLIP4 CMTR2 CNOT6 COG5 CORO2B CPEB1 CREB5 CREBRF CROT CUX1 CUX2 CXCL1 CYB5D2 CYBB CYBRD1 CYP20A1 CYP26B1 DCAF6 DCUN1D1 DCUN1D4 DDHD1 DENND5B DNAI7 DNAJC27 DPP8 DPYSL5 DRD1 DUSP2 DYNC1LI2 E2F2 E2F5 E2F7 EDNRB EIF3M ELAVL2 ELK4 EPHA5 ERCC4 EXOC5 EZH1 FAM168B FAM219B FAT4 FGD4 FGD5 FMR1 FNDC3A FRMD4A FSTL5 FYCO1 FZD3 FZD6 GALNT3 GDF11 GLCE GLIS3 GNPDA2 GPC6 GPCPD1 GPM6A GPR12 GPR6 GRM5 GSTM3 GUCA1C GUCY1A1 H2AJ HABP4 HAUS8 HDAC4 HECTD2 HIF1AN HIPK3 HOOK3 HP1BP3 HS2ST1 IKZF2 INHBB INO80D IRF2 IRF2BP2 ISM2 ITGB4 ITGB8 ITPRIPL2 JAZF1 JPT1 KAT2B KDM1B KIAA1522 KIF26B KIF3B KMT5B KPNA2 KREMEN1 KRTAP1-3 LAMA3 LAMP5 LARP1B LATS2 LCOR LEFTY1 LEFTY2 LHX6 LHX8 LMO3 LRIT1 LRP2 LRP8 LYST MAGEH1 MAN1A1 MAP3K14 MAP3K2 MAPK9 MARCHF11 MARCHF5 MBD2 MBNL3 MCC MCL1 MED12L MFAP5 MIB1 MICA MIER3 MIGA2 MIXL1 MKNK2 MPC1 MSL1 MTF1 MTUS1 MYCN MYLK MYRF NFIA NFIB NFYA NPAS3 NR2C2 NR4A3 NUFIP2 OLFM3 OXR1 PAF1 PAK2 PAK5 PARP8 PDE4D PDE8A PDIK1L PFKP PHACTR4 PHF12 PHF14 PHKA1 PIGA PIGM PKD2 PKHD1 PLAG1 PLAGL2 POLQ PPARA PPP6C PRDM4 PRDM8 PRRG1 PSD3 PTGDR PTPN21 PTPRD QRSL1 R3HDM1 RAB11A RAB11FIP1 RAB11FIP5 RAB22A RAB5C RABGAP1 RAD18 RALGDS RASGEF1A RASSF2 RB1CC1 RBBP9 RBL1 RDX REEP3 RELA RELL1 REST RFLNA RFX3 RGL1 RGMB RNF216 RNF6 ROCK2 RORA RPS6KA3 RRAGD RSBN1 RSF1 RTN1 RUBCN RUNX2 RYR2 SAMD12 SDC1 SEMA3C SERF1A SERF1B SETBP1 SHC4 SHCBP1 SKIDA1 SLAIN1 SLAIN2 SLC15A2 SLC16A10 SLC16A6 SLC22A23 SLC24A2 SLC33A1 SLC40A1 SMARCC2 SMIM14 SMNDC1 SNRK SNX8 SON SOWAHC SPOP SPRED1 SPTLC2 SRCIN1 SS18L1 SSX2IP ST3GAL1 ST7L SUCO SUV39H1 SUZ12 SYDE1 SYNC SYTL4 TAGAP TANC1 TAPT1 TBC1D2 TBC1D8B TCAIM TET1 TET2 TET3 TFAP4 TGFBR2 TIAM1 TIPARP TMEM100 TMEM123 TMEM170B TMEM64 TMEM86A TMTC2 TMUB2 TNFAIP1 TNKS2 TNRC18 TP53INP1 TRAPPC14 TRIM36 TRIP11 TRPS1 TSEN34 TSHZ3 TWF1 TXNIP UBE2B UBE2J1 UBE2Q2 UNC80 UNKL USP16 USP24 USP46 VDR VLDLR WDR37 YOD1 ZBTB11 ZBTB33 ZBTB41 ZBTB5 ZBTB7A ZC3H13 ZCCHC24 ZFX ZFYVE26 ZKSCAN1 ZNF260 ZNF362 ZNF367 ZNF385A ZNF532 ZNF75A ZNF77 ZNF800 ZNF827 ZNRF3 ZRANB1 MIR302A_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR302A_5P ACTN4 ADAM7 AGL AGO1 AGPS AMOTL2 ANKRD33B AP3M2 ARFGEF3 ARL4A ASF1A ATXN7L1 AVL9 BBIP1 BCL11A BCL7B BMPR2 BTG2 C10orf88 C8orf44-SGK3 CALCB CBFB CBLN2 CCDC186 CCDC6 CCDC92 CEP170 CEP350 CHST11 CKAP2L CKS2 CNDP2 CNOT6 CPNE3 CSMD3 CTAGE15 CTAGE4 DBP DCBLD2 DCLRE1B DDX5 DLG1 DNER DTWD2 DYNLT3 EIF4EBP2 EPHA6 ESR1 EXOC5 FAM13A FGFR1OP2 FGFRL1 FIP1L1 FOXF2 FOXK1 FOXP1 FSD1L FXN GABPA GNB4 GOLGA4 GOLGA6L10 GOLGA6L4 GOLGA6L9 GORAB GPATCH2 GTF2H1 GYS1 HAPSTR1 HIF1A HMGN1 HNRNPLL HNRNPR HTATIP2 HYCC2 IAPP IFT22 INO80D INTS6 IQCH IQGAP3 JKAMP KDM1B KLHL41 KMT2B LEPR LPGAT1 LPP LRP6 LUC7L3 MACC1 MACO1 MAP4K3 MAPK8 MARCHF1 MBD6 MBNL1 MBNL3 MFSD8 MIB1 MOB1B MRTFB MSL2 MTDH MTTP MYRIP NAB1 NANOS1 NAP1L5 NDFIP2 NDST3 NECAP1 NFIB NR2C2 NR3C1 NRG1 OAZ1 OSBPL8 OXTR PAX9 PCSK5 PDS5B PHTF2 PLXDC2 PLXNA2 PPP1R3A PPP1R9A PPP2R5E PRELID2 PRKAR2B PRKCB PTAR1 PTBP3 PTP4A2 PTPRC QKI RBM12 RBM18 RBMS3 RBPMS2 RC3H1 RHCE RIMKLB RMND5A RNF2 SAMD5 SCAI SEC63 SERTAD2 SGK3 SH3RF1 SINHCAF SLC12A2 SLC1A1 SLC25A4 SLC30A4 SLIT3 SMAD2 SMIM14 SNAP23 SP3 STX7 SUOX SYNM TAF2 TASP1 TCHH TEAD1 TIMM23B TIMP3 TMED7 TMEM168 TMEM170B TMEM245 TMEM39A TMEM67 TNIK TNRC6B TOB1 TRPC1 TXNDC15 UBE2D3 UCK2 USP25 VMA21 VPS13C XPO4 ZBTB20 ZDHHC9 ZMAT3 ZNF236 ZNF367 MIR302B_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR302B_5P A1CF AAK1 AASDH ADAMTS5 ADAMTSL1 AEBP2 AFAP1L2 AGFG1 ALCAM ANK2 ANKRD30B AP1G1 ARFIP1 ATG4C ATP2C1 ATRNL1 ATRX ATXN7 B3GNT5 BBS5 BBX BMP2K BORCS7 BROX CAVIN2 CBX5 CCDC62 CCP110 CD2AP CDCA7L CDK6 CDKN1B CEMIP2 CHAMP1 CHST11 CISD2 CLDN12 CMPK1 CNOT6L CNTN5 COQ2 CRKL CTNND2 DACH2 DAZAP1 DCAF4 DCAF4L1 DGKH DMXL1 DNAL1 DOCK3 DTX3L DYM EFCAB14 EGLN1 EHMT1 ELK4 EMCN EML6 EPC2 EPHA4 EXPH5 F11R FAM110C FAM135A FAM168B FAM174A FAT2 FBXW11 FER FGFR1OP2 FMR1 FNDC3A FUNDC1 FZD3 GABRA4 GABRG1 GAD1 GALNT13 GASK1B GGCX GPHN GSDMC GTF2A1 HECTD2 HERPUD2 IGDCC3 INSIG2 IPCEF1 IRS1 JMJD1C KANSL2 KCNV1 KIF18A KLHDC1 KLHL28 KLHL32 LAMP2 LCLAT1 LIN7C LRR1 LRRC28 LYN MAFG MAGEE2 MAGI3 MAP3K7 MARF1 MEX3B MGAT4A MINDY3 MITF MOB3B MON2 MSANTD3-TMEFF1 MTMR6 NCKAP1 NCL NDFIP2 NF1 NFRKB NLK NR3C1 NUCKS1 OMD PABIR3 PALM2AKAP2 PDE10A PDGFRA PDP1 PDS5A PGM3 PGR PHF3 PLAGL1 PLAGL2 PLXDC1 PNISR POMP PPHLN1 PPM1A PPP1R1C PRKG2 PRRX1 PSD3 PSMC6 PWWP2A RAB14 RAP2B RAPGEF5 RGL1 RIMOC1 RMND5A RNF2 ROBO2 SAMM50 SEC23A SEMA3D SEMA5B SERINC5 SLC10A2 SLC1A3 SLC25A31 SLF2 SLU7 SMAD2 SMAD3 SMARCAD1 SMIM13 SNX30 SOX6 SPPL2A SPRTN SRD5A3 SRGAP1 SRSF2 STEAP4 TLE4 TLL1 TLL2 TMEFF1 TMEM218 TNS1 TOB1 TPM1 TRIP11 TTC33 UBE2K UBL3 UPF3A USPL1 WNT3 XPNPEP3 ZMAT3 ZMYND11 ZNF17 ZNF254 ZNF485 ZNF597 ZNF670 ZNF800 ZNF91 ZYG11B MIR302C_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR302C_5P A1CF ABCD2 ABHD18 ABRA ACBD3 ACVR1C ADAM23 ADAMTS9 ADD3 ADGRG2 ADGRL3 ADH4 ADH7 ADSS2 AFDN AHCTF1 AHR AK3 AKR1C2 ALDOB ALKBH8 AMMECR1 AMOTL1 ANK2 ANKLE2 ANKRD62 ANTXR1 AP1AR AP1S3 APBB2 ARAF ARF6 ARFGEF2 ARHGAP11A ARHGAP24 ARHGEF10 ARL1 ASF1A ASZ1 ATF7IP ATP2C1 ATP6V0A2 ATP6V0D2 ATP6V1A ATP6V1B1 ATP6V1B2 ATRN ATXN7 AVPR1A B3GNT2 B3GNT5 B4GALT6 BBS7 BCAP29 BDP1 BHLHE40 BMP2 BMP2K BNC2 BPNT2 BRAF BRIP1 BRWD1 BTBD3 BTN2A2 BZW1 C5orf15 C5orf24 C7orf57 CAB39 CACNB4 CADM2 CAND1 CARNMT1 CATSPERB CBLL1 CCDC186 CCNY CD200R1 CD274 CDH19 CDH6 CDIN1 CDK17 CDK19 CDK8 CDKN1B CEMIP2 CENPJ CEP126 CEP135 CEP170 CEP97 CERKL CERS3 CFAP65 CFHR4 CFLAR CGGBP1 CHD6 CHIC1 CHL1 CHORDC1 CLDN12 CLTC CLVS2 CMKLR2 CNEP1R1 CNOT6L COL11A1 COL14A1 COQ2 COX11 COX7A2L CPT1A CRACD CREBBP CREBZF CRKL CRTC2 CTHRC1 CTNNA3 CTNND2 CTSS CUL5 CYB5R4 CYCS CYFIP2 DACH1 DAZAP1 DCAF8L1 DCP2 DDB2 DDHD1 DDIT4L DERL3 DGKH DIP2C DLK1 DMC1 DMXL1 DNA2 DNAH14 DNAJB6 DNAJC21 DNAJC3 DOCK4 DPY19L1 DPY19L4 DUSP16 DYRK4 DZIP3 ECHDC1 EDN1 EDNRA EDNRB EHF EIF2AK1 EIF4A2 EIF5A2 ELF1 ELK4 ELMOD2 ELOVL6 EMC4 EMCN ENSG00000286190 EP300 EPHA7 ERBB4 ERCC8 ETV1 FAHD1 FAM104B FAM117B FAM120A FAM135A FAT1 FBXL3 FBXL4 FBXO21 FBXO33 FBXO45 FGA FGF12 FGF13 FGFR2 FHIP1A FLT1 FMR1 FOXD4 FOXD4L1 FOXD4L3 FOXD4L6 FOXG1 FOXN2 FPGT FRYL FXR1 FZD4 GADD45A GARRE1 GBE1 GCK GFAP GLCE GLI3 GLIPR1L1 GNAI1 GNG12 GNPDA2 GPCPD1 GPD2 GPHN GPR180 GPRASP2 GRIK2 GTDC1 GTPBP8 GYG2 HACD3 HACE1 HAPLN1 HDHD2 HEBP2 HEY2 HIF1A HNF4G HNRNPDL HNRNPF HNRNPH1 HNRNPH2 HNRNPR HORMAD1 HOXC8 HSPA1B HTATSF1 HTR2C HYCC2 IBTK IDI1 IFT57 IL1RAP IMMP2L INO80D INSIG2 INTU IRF5 IRS2 ITPRID2 JMY KANSL2 KCMF1 KCNH7 KCNN4 KCNQ4 KCTD18 KCTD8 KDM4D KHDRBS2 KHDRBS3 KIF3A KLHL15 LAMA2 LAMA3 LARP4 LATS2 LCLAT1 LCOR LCORL LCTL LIFR LIN9 LMBRD1 LPCAT2 LRCH2 LRP12 LRP1B LRR1 LRRTM2 LTBP1 LYSMD3 LZTFL1 MACROH2A1 MAK MAP1LC3B MAP3K2 MAPK9 MARS2 MBNL1 MBNL3 MBTD1 MDFIC MECOM MEGF10 MEIS2 METTL15 MGST1 MIER3 MINDY3 MKRN3 MKX MLF1 MLLT1 MND1 MON2 MRFAP1 MSANTD3-TMEFF1 MSRB3 MTERF3 MTMR6 MYEF2 MYT1 NAA16 NAA50 NAB1 NCOA2 NDUFA10 NDUFB4 NEFL NETO1 NETO2 NF1 NFAT5 NIFK NOX4 NPR3 NPY2R NR3C1 NRARP NSMCE2 NSUN6 NUDT12 NUP153 NXPE3 NYAP2 OLFM3 OMA1 ONECUT2 OR2C3 OSBPL6 OSBPL8 OSM OTX2 PACC1 PACRGL PAIP2B PAK1IP1 PBX2 PBX3 PCF11 PDE8A PDHX PDS5A PDZD8 PERP PEX13 PFDN1 PHACTR2 PHIP PHKB PIK3C2A PIK3CA PKDCC PLK4 PLPPR5 PMCH PNPLA8 POU2F2 POU3F2 PPHLN1 PPM1A PPP1CC PPP1R12A PPP1R3D PPP2R2C PPP2R5E PPP5C PRDM11 PRDM16 PRPF38B PRR23C PRRG4 PRTG PSIP1 PTCH1 PTGR2 PTP4A1 PWWP2A PWWP3B PYGO1 RAB21 RAB27A RAG1 RALGPS1 RAP1B RASSF10 RASSF3 RB1CC1 RBL2 RBM41 RBM46 RBMX RBMXL1 RCHY1 RECK REST RHEB RHOU RIMOC1 RIMS2 RIN2 RNF11 RNF138 RNF145 RNF6 RORA RPAP3 RPL36A-HNRNPH2 RPRD1A RPS6KA6 RTKN2 SATB1 SBF2 SCAMP1 SEC24D SEC62 SERINC5 SESN1 SESN3 SETD1A SFPQ SFR1 SH3BGRL SH3GLB1 SIPA1L2 SIX4 SLC10A2 SLC11A2 SLC16A7 SLC1A3 SLC25A21 SLC2A2 SLC30A8 SLC35E2A SLC35E2B SLC38A4 SLC4A4 SLC7A11 SLC9A2 SLITRK4 SMAD4 SMARCAD1 SMIM8 SNTG1 SNX16 SNX25 SOCS5 SON SOX2 SPCS2 SPPL2A SPRED1 SPRY1 SPTBN1 SRR SRSF12 SRSF2 ST6GALNAC3 STAM STC1 STEAP2 STK17B STMN2 STRN SUV39H2 SV2A SYNCRIP SYNPR TAB2 TAB3 TADA2B TBL1X TBL1XR1 TCEANC2 TCP1 TDP1 TEAD1 TFRC TGFA TGFB2 TGFBR1 TGFBRAP1 TGOLN2 THAP12 THBS1 TM4SF4 TMED7 TMEFF1 TMEM144 TMEM168 TMEM209 TMEM237 TMEM243 TMEM245 TMEM33 TMEM65 TMPRSS7 TMX4 TNFSF13B TNFSF15 TNPO1 TNRC6A TNRC6B TOR1AIP2 TP63 TPGS2 TRDN TRIM13 TRIM2 TSPYL1 TTC14 TTLL7 TUSC3 UBE2B UBE2D2 UBE2W UBE3A UBN2 UBQLN1 UBR3 UBXN7 UQCRB USP15 USP3 USP38 UTP6 VMA21 VMP1 VPS37A VWC2 WASHC3 WDR7 WLS WNT2 XAF1 XPNPEP3 ZBTB18 ZC3H12C ZCCHC24 ZCCHC4 ZDHHC21 ZEB1 ZEB2 ZFP36L1 ZFP36L2 ZFPM2 ZFYVE16 ZHX3 ZIC3 ZMYM5 ZMYND19 ZNF131 ZNF195 ZNF236 ZNF275 ZNF280D ZNF302 ZNF415 ZNF483 ZNF493 ZNF529 ZNF565 ZNF667 ZNF678 ZNF704 ZNF780B ZNF793 ZNRF2 MIR302D_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR302D_5P A1CF AAK1 AASDH ADAMTS5 ADAMTSL1 AEBP2 AFAP1L2 AGFG1 ALCAM ANK2 ANKRD30B AP1G1 ARFIP1 ATG4C ATP2C1 ATRNL1 ATRX ATXN7 B3GNT5 BBS5 BBX BMP2K BORCS7 BROX CAVIN2 CBX5 CCDC62 CCP110 CD2AP CDCA7L CDK6 CDKN1B CEMIP2 CHAMP1 CHST11 CISD2 CLDN12 CMPK1 CNOT6L CNTN5 COQ2 CRKL CTNND2 DACH2 DAZAP1 DCAF4 DCAF4L1 DGKH DMXL1 DNAL1 DOCK3 DTX3L DYM EFCAB14 EGLN1 EHMT1 ELK4 EMCN EML6 EPC2 EPHA4 EXPH5 F11R FAM110C FAM135A FAM168B FAM174A FAT2 FBXW11 FER FGFR1OP2 FMR1 FNDC3A FUNDC1 FZD3 GABRA4 GABRG1 GAD1 GALNT13 GASK1B GGCX GPHN GSDMC GTF2A1 HECTD2 HERPUD2 IGDCC3 INSIG2 IPCEF1 IRS1 JMJD1C KANSL2 KCNV1 KIF18A KLHDC1 KLHL28 LAMP2 LCLAT1 LIN7C LRR1 LRRC28 LYN MAFG MAGEE2 MAGI3 MAP3K7 MARF1 MEX3B MGAT4A MINDY3 MITF MOB3B MON2 MSANTD3-TMEFF1 MTMR6 NCKAP1 NCL NF1 NFRKB NLK NR3C1 OMD PABIR3 PDE10A PDGFRA PDP1 PDS5A PGM3 PGR PHF3 PLAGL1 PLAGL2 PLXDC1 PNISR POMP PPHLN1 PPM1A PRKG2 PRRX1 PSD3 PSMC6 PWWP2A RAB14 RAP2B RAPGEF5 RGL1 RIMOC1 RMND5A RNF2 ROBO2 SAMM50 SEC23A SEMA3D SEMA5B SERINC5 SLC10A2 SLC1A3 SLC25A31 SLC30A4 SLF2 SLU7 SMAD2 SMAD3 SMARCAD1 SMIM13 SNX30 SOX6 SPPL2A SPRTN SRD5A3 SRGAP1 SRSF2 STEAP4 TLE4 TLL1 TLL2 TMEFF1 TMEM218 TNS1 TOB1 TPM1 TRIP11 TTC33 UBE2K UBL3 UPF3A USPL1 WNT3 XPNPEP3 ZMAT3 ZMYND11 ZNF17 ZNF254 ZNF485 ZNF597 ZNF670 ZNF800 ZNF91 MIR302E https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR302E A1CF AAK1 ABHD3 ACADVL ACTL6A ADAM9 ADAT2 AGO1 AHR ALDH1L2 ALX4 AMER2 ANKRD13C ANKRD17 ANKRD45 ANKRD52 ANO6 APOBEC4 APP ARHGAP30 ARHGEF10 ARHGEF17 ARID4A ARID4B ARID5B ARL4C ARMC8 ASAP1 ASB13 ASF1A ASF1B ASXL2 ASXL3 ATAD2 ATF6B ATP2C1 ATP6V0B ATXN1 AVL9 BARX2 BCAP29 BCL11A BCL6 BLCAP BNIP3L BTG1 C2CD2 C2orf69 C5orf24 C6orf15 C9orf72 CADM2 CAPRIN2 CCNJ CCSAP CDC23 CDCA7 CELF2 CFL2 CHN2 CHURC1 CLIP4 CMTR2 CNOT6 COG5 CORO2B CPEB1 CREB5 CREBRF CRIM1 CROT CUL3 CUX1 CUX2 CXCL1 CXCL14 CXCR4 CYB5D2 CYBB CYBRD1 CYP20A1 CYP26B1 DCAF6 DCDC2 DCUN1D1 DCUN1D4 DCUN1D5 DDHD1 DENND5B DERL2 DGKH DMTF1 DNAI7 DNAJC27 DPP8 DPYSL5 DRD1 DUSP2 DYNC1LI2 E2F2 E2F5 E2F7 EDNRB EIF3M ELAVL2 ELK4 EPHA5 ERBB3 ERCC4 ESRP1 EXOC5 EZH1 EZHIP FAM168B FAM219B FAT4 FBXL17 FBXO41 FCMR FEM1C FGD4 FGD5 FMR1 FNDC3A FRMD4A FSD1L FSTL5 FYCO1 FZD3 FZD6 GALNT3 GATAD2B GDF11 GK5 GLCE GLIS3 GNPDA2 GOLGA1 GPC6 GPCPD1 GPM6A GPR12 GPR158 GPR161 GPR6 GRM5 GRPEL1 GSTM3 GUCA1C GUCY1A1 GUCY1A2 H2AJ HABP4 HAUS8 HDAC4 HECTD2 HIF1AN HIP1 HIPK3 HOOK3 HP1BP3 HS2ST1 IFNLR1 IGHMBP2 IKZF2 INHBB INO80D IRF2 IRF2BP2 ISM2 ITGB4 ITGB8 ITPRIPL2 JAK1 JAZF1 KAT2B KBTBD8 KDM1B KDM7A KIAA1522 KIF26B KIF3B KLHL2 KMT5B KPNA2 KREMEN1 KRTAP1-3 LAMA3 LAMP5 LARP1B LATS2 LCOR LEFTY1 LEFTY2 LHX6 LHX8 LMO3 LRIT1 LRP2 LRP8 LYST MAGEH1 MAN1A1 MANEA MAP3K14 MAP3K2 MAPK9 MARCHF11 MARCHF5 MASP1 MBD2 MBNL3 MCC MCL1 MED12L MED17 MFAP3L MFAP5 MFN2 MIB1 MICA MIER3 MIGA2 MIXL1 MKNK2 MLLT6 MPC1 MRPL42 MSL1 MTCP1 MTF1 MTMR3 MTMR4 MTUS1 MXD3 MYCN MYLK MYRF MYT1L NAPEPLD NCOA3 NCOA7 NFIA NFIB NFYA NHLH2 NHLRC2 NHLRC3 NOL7 NPAS3 NR2C2 NR4A2 NR4A3 NTN4 NUFIP2 OLFM3 OR51E1 OSTM1 OXR1 PAF1 PAK2 PAK5 PAPPA PARP8 PBK PDE4D PDE8A PDIK1L PFKP PHACTR4 PHF12 PHF14 PHKA1 PIGA PIGM PIKFYVE PKD2 PKHD1 PLAG1 PLAGL2 PLEKHS1 POLQ POU2F1 PPARA PPM1L PPP6C PRDM16 PRDM4 PRDM8 PRR11 PRR16 PRRG1 PSD3 PTGDR PTPN21 PTPRD QRSL1 R3HDM1 RAB11A RAB11FIP1 RAB11FIP5 RAB22A RAB5C RABGAP1 RAD18 RALGDS RASAL2 RASGEF1A RASSF2 RB1CC1 RBBP9 RBL1 RDX REEP3 RELA RELL1 REST RETREG3 RFLNA RFX3 RGL1 RGMB RIMKLA RNF216 RNF6 ROCK2 RORA RPS6KA3 RRAGD RSBN1 RSBN1L RSF1 RTN1 RUBCN RUNX2 RYR2 SAMD12 SAR1B SCARA5 SDC1 SEMA3C SERF1A SERF1B SETBP1 SETD9 SH3TC2 SHC4 SHCBP1 SKIDA1 SLAIN1 SLAIN2 SLC15A2 SLC16A10 SLC16A6 SLC22A23 SLC22A3 SLC24A2 SLC33A1 SLC40A1 SLC43A2 SLC45A2 SMARCC2 SMIM14 SMNDC1 SNRK SNTB2 SNX5 SNX8 SON SOWAHC SOX6 SPOP SPRED1 SPTLC2 SRCIN1 SS18L1 SSX2IP ST3GAL1 ST7L SUCO SUV39H1 SUZ12 SYDE1 SYDE2 SYNC SYTL4 TAGAP TANC1 TAOK1 TAPT1 TARDBP TBC1D2 TBC1D8B TCAIM TENM2 TESK2 TET1 TET2 TET3 TEX2 TFAP4 TGFBR2 TIAM1 TIMM17A TIPARP TMEM100 TMEM123 TMEM170B TMEM183A TMEM62 TMEM64 TMEM86A TMTC2 TMUB2 TNFAIP1 TNKS2 TNRC18 TNRC6C TOX TP53INP1 TRAPPC14 TRERF1 TRIM36 TRIP11 TRPS1 TRPV6 TSEN34 TSHZ3 TWF1 TXNIP UBE2B UBE2J1 UBE2Q2 UHMK1 UNC80 UNKL USP16 USP24 USP46 VDR VLDLR VPS35 WDR26 WDR37 YOD1 YTHDF3 ZBTB11 ZBTB25 ZBTB33 ZBTB41 ZBTB5 ZBTB7A ZC3H13 ZCCHC24 ZFP1 ZFPM1 ZFX ZFYVE26 ZKSCAN1 ZMYND11 ZNF2 ZNF25 ZNF260 ZNF362 ZNF367 ZNF385A ZNF532 ZNF652 ZNF711 ZNF75A ZNF77 ZNF776 ZNF800 ZNF827 ZNFX1 ZNRF3 ZRANB1 MIR302F https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR302F ACTR3 ADCY7 ADD3 ADM AJAP1 AK2 AK5 AKAP12 ANK3 ASPH BBS12 BCAT1 BICRAL BRWD3 BVES C1orf141 C8orf33 CA13 CACNA2D1 CARMIL1 CCDC14 CCDC34 CCER1 CCNT2 CD47 CDCA7L CDH13 CENPI CEP70 COL19A1 COL4A4 CRHBP CRIM1 CXXC4 DIO2 DIP2B DIP2C DPYD DYNC1I1 E2F3 EGR4 EIF4E ELF2 ELK4 ENSG00000291316 ENY2 EPC1 EPM2AIP1 ERCC6 ERICH2 FAHD1 FAM3C FGD4 FMNL2 FOXR2 FSTL5 GAB1 GABPB1 GBP1 GNPNAT1 GNRHR GOLGA7 GSPT1 HECW2 HMCN1 HMGCS2 HNRNPF HS3ST3B1 IBTK IL11 INO80D IRX2-DT KAAG1 KIAA1958 KICS2 KRT37 LIMS1 LMO4 LRATD1 LRCH2 MARCHF5 MARCHF7 MARCHF9 MARK3 MCMDC2 MEI4 METAP1D MKLN1 MMP7 MPI MTDH MTPAP MTPN MYBL1 NAALADL2 NAP1L5 NECAP1 NEUROD6 NIFK NKAPD1 NLGN1 NPY2R NR1D2 NR2C2 NTRK1 NUP35 NUP54 ODAPH PACRGL PALS1 PANK2 PARP4 PAX8 PDE4D PDE7A PDK3 PELI1 PFN2 PGM3 PICALM PIKFYVE PLA2G2A PLCXD3 PLPBP POC5 PPFIA2 PSEN1 PTPN3 PTPRZ1 RAB21 RANBP3L RASSF6 RCOR3 RFX4 RIOK2 RPA1 RPRD1B SACS SATB1 SAYSD1 SCAF4 SDR16C5 SETBP1 SGIP1 SHANK2 SLC17A8 SLC35A3 SLC44A1 SLC6A6 SMIM20 SMOC2 SOCS2 SPICE1 SRSF1 STAU2 STX16 SUMO1 TAX1BP1 TEAD1 TFAP2B TMEM131 TMEM273 TMEM43 TMEM47 TMEM87B TMPRSS12 TOR1AIP2 TPMT TRIM44 TRMT9B TSPAN7 TTC5 TUBGCP3 UACA VPS45 WDR76 XKR6 XRCC2 YTHDF3 ZBTB20 ZC3H6 ZDHHC2 ZEB2 ZKSCAN1 ZMYM2 ZMYND11 ZNF33A ZNF33B ZNF503 ZNF592 ZNF624 MIR3059_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3059_3P ABCC5 ALMS1 ARL6IP1 CACNG6 CCDC65 CHEK1 CHP2 CLCN6 CR2 CSN1S1 CUL2 DENND3 DNA2 EEIG2 ELF5 ENTPD2 ERLIN1 FBP1 GEMIN8 GTDC1 HNF4A IHH ITCH KLF8 LIN7C LTB4R MED20 MMP16 MORC3 MRPL17 NLRP12 PPP1R16B PPP4R4 PSMB9 RBM15B RELA RPL22 SERINC4 SKP1 SLC22A23 SLC39A9 SNRK SRGAP2B SRGAP2C TAOK1 TBX5 TNRC6B UFM1 WDR6 ZCRB1 ZNF398 ZNF99 MIR3059_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3059_5P A1CF ABHD10 ABR ACSL1 ADAM22 ADD2 ADGRL3 ADM AGAP1 ANKRD17 ANKRD28 ANKRD29 ANO5 ANO6 ANTXR2 AP1G1 ARFGEF3 ARHGAP9 ARHGEF33 ASPH ATG13 ATP10B ATP10D ATP2A2 ATP8B2 BHLHE22 BLTP3A BRINP1 BRWD1 CADM2 CAMK2G CAVIN1 CCDC198 CCL15 CCN4 CDC42 CDH8 CDK5RAP3 CELSR2 CEP126 CER1 CFAP91 CHIC1 CHST2 CIT CLDN18 CLGN CNEP1R1 CNTN3 COMMD3 CRACR2A CRCP CREBBP CREG1 CRISPLD2 CSRNP3 CTBP2 CUL2 CXXC4 CXorf38 DCAF5 DCLK1 DEPTOR DIO2 DIS3 DNAJB4 DNMT3A DPYSL2 DSC3 DYNLT1 EBF1 EDNRB EEF1A2 EEIG2 EHF EIF4EBP1 EIF4EBP2 ELAVL4 EMC3 ENPP2 EPHA3 EPM2A ERBB3 ERICH1 ETAA1 ETS1 FAM120AOS FAM43A FBLN1 FBN2 FBXO40 FDX1 FGF5 FHL1 FN3KRP FOXJ2 FSTL5 FZD1 FZD4 FZD7 GABARAP GLI2 GNB4 GOLGA4 GPR161 GPR180 GRAP2 GRIA1 GRIA3 GRIP1 GSK3B GSPT1 GTF2I GUCY1A2 HMGXB4 HOXA9 HRG HSD17B12 HTR1F IDNK IFI27 IGF2BP2 IGFBP5 IL7R JPH2 KATNA1 KBTBD11 KIF5B LARP1 LCP1 LDLRAD1 LHX6 LMAN1 LPGAT1 LYRM7 LYST MACO1 MAOA MAP3K20 MAP4K5 MAPK10 MAPRE1 MAPRE2 MBNL1 MCOLN3 MED13 MED13L MIB1 MID1 MLX MON2 MOSMO MPST MRE11 MRPL33 MRPL50 MRPS14 MTTP NAA40 NABP1 NALF1 NDRG2 NEMF NEMP2 NIBAN1 NMNAT1 NR1D2 NR4A3 NRBF2 NRG3 NRXN2 NRXN3 NTNG1 NTRK2 NUDT16 NUDT9 NUFIP2 OPRM1 OTULIN PABPN1 PALM2AKAP2 PBX1 PCLO PCNT PDCL PIGX PKHD1 PKNOX2 PLA2G12B PLOD2 POMT2 PPFIA2 PPHLN1 PPP1R15B PPP3R2 PRLHR PRPS1 PRRX1 PRTG PSD3 PSMA8 PTCHD4 RAB33B RAB3IP RAP1GAP2 RAP2C RBFOX2 RBM15 RBM41 RBMS3 RELB RIMS2 RNF165 RNF182 RREB1 RUNDC3B RUNX1T1 RUVBL1 RWDD4 SDC3 SDHD SEC14L4 SENP6 SENP8 SETD6 SETX SGMS2 SH3D19 SH3TC2 SHOC2 SLC22A5 SLC38A5 SLC43A1 SLFN13 SOCS5 SOGA3 SPAST SPATA31C1 SPATA31C2 SPATA5 SPIC SPTB SPTLC1 SREK1 SRPX2 SS18 SS18L2 SSH2 STK38L SUGP2 SYPL2 TBC1D16 TCAF1 TFAM TFAP2B TMEM169 TMEM207 TNRC6B TOP1 TRAF3 TRIM10 TRMT1L TTI2 TTL TYW1 UBASH3B UBE2Q2P13 UBE4A UBN2 UGGT1 UGT2A1 UGT2A2 USP34 USP38 VASP VPS37A VSTM4 VTI1A WDR76 XKR6 XPO4 XPO7 XRRA1 YTHDF2 YY1AP1 ZBTB20 ZC3H11A ZDHHC3 ZFP30 ZIC2 ZKSCAN1 ZNF254 ZNF326 ZNF384 ZNF420 ZNF426 ZNF431 ZNF521 ZNF534 ZNF559 ZNF606 ZNF607 ZNF624 ZNF704 ZNF90 ZNRF3 ZSCAN31 MIR3064_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3064_3P ADA AKAP5 ANKRD50 ANO6 ARF1 ARID4B ATE1 BBX BCL2L11 BHMT2 BPTF C18orf25 CAPN7 CASD1 CBLB CFL2 CHST11 CORIN CPA6 CRACDL CREBRF CRYL1 DCUN1D4 DDX3X DISC1 DNAJC6 DPY19L3 DPYD DYNC2LI1 EGR1 ELMOD1 EPHA4 FAXC FBXL3 FCHSD2 FOXN2 FOXN3 FZD3 GABRG1 GALNT16 GAP43 GCH1 GNB1 GOLGA6L1 GOLGA6L6 GPR158 GPX8 GRM3 HAS2 HEATR5A ITPR2 LUZP1 LZTS1 MAGEB1 MAP4K3 MAPK6 MAPK8 MAT2B MCU MGP MOB4 MSN NAA15 NAB1 NAPB NPAP1 NRF1 NRTN OGA OSBPL6 OXR1 PCDHB13 PDCD10 PIN4 PITHD1 PJA2 PLCB1 PRKAG1 PTBP2 PTEN PTPRF RAB3C RANBP9 REEP3 RFWD3 RGS7BP RNF150 RO60 RPS6KB1 SEL1L SEMA5A SEMA6D SLC35F1 SLC39A14 SLITRK6 SNAP91 SRC SRSF1 SRSF11 STXBP5 SYNPO2 TAB3 THBS4 TPP2 TPT1 TRIB2 TRIM33 TTC38 UGT2B28 UGT2B7 UMOD USP49 VIL1 ZBTB18 ZBTB44 ZC3HAV1L ZNF107 ZNF117 ZNF124 ZNF138 ZNF195 ZNF208 ZNF267 ZNF268 ZNF28 ZNF415 ZNF439 ZNF440 ZNF468 ZNF493 ZNF559 ZNF578 ZNF600 ZNF610 ZNF611 ZNF614 ZNF626 ZNF655 ZNF676 ZNF681 ZNF682 ZNF700 ZNF701 ZNF708 ZNF714 ZNF716 ZNF721 ZNF728 ZNF730 ZNF732 ZNF737 ZNF749 ZNF761 ZNF765 ZNF808 ZNF813 ZNF816 ZNF816-ZNF321P ZNF83 ZNF844 ZNF845 ZNF888 ZNF91 ZNF92 ZNF93 ZNF99 MIR3064_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3064_5P AAK1 ACACB ADCY1 ADD1 ADRB1 AGO1 ANKRD36 AP1G1 AP1M1 APPL2 AREL1 ARHGAP21 ATP10B ATP1B4 BAG4 BAIAP2L1 BMF BTBD6 CA10 CACHD1 CAPN6 CCDC186 CLASP2 CLIC6 CLIP2 CLOCK CMTM4 CNN3 CNOT10 CRIM1 CRY2 CSNK1G1 DDX3Y DHCR24 DKK3 DNAJB9 EDAR EIF5 ELP5 EVC FAM107B FBXO17 FYCO1 FZD5 GABRB2 GALNT10 GLDN GPN2 HEMK1 HMOX2 HNMT HSPB6 IDH2 IGFBP5 IL1R1 IL1RL1 JADE2 JOSD1 JPH1 KCNK9 KCNN3 KLHDC3 LDLRAD3 LEMD2 LEXM LMX1B LRGUK LZTS1 MECP2 MFSD11 MMD2 MRPL52 MSRB2 MYH9 NDST1 NECTIN4 NR4A3 NUDT15 ODR4 OGT P2RX7 PAN3 PAX5 PCDH20 PHACTR4 PHF21A PHLDB1 PIK3CB PIK3R6 PIP4K2B PLXNA2 PNO1 PPP3R1 PPP4R2 PRDM10 PRDM4 PRR15L PTPRJ PTPRT R3HDM1 R3HDM4 RASSF8 REPS2 RHOF RHOJ RSBN1L SAV1 SEZ6 SH3BGRL3 SIX4 SLC26A1 SLC26A9 SLC36A1 SLC4A8 SMURF1 SOGA1 SORT1 SPRED2 SRGAP2 STK38 SUMF2 TANC2 TBC1D16 TBC1D2B TBL1X TCEANC2 TFCP2L1 TMEM178B TMEM245 TNFRSF25 TRAPPC3L TXNIP UBE2QL1 UBIAD1 VPS33A VPS4A WASHC4 ZBTB3 ZFAND3 ZNF12 ZNF37A ZNF471 ZNF544 ZNF582 ZNF74 ZNF747 ZNF782 ZNF850 MIR3065_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3065_3P ACTMAP ADAMTS15 ADAMTS17 ADAMTS2 ADGRA2 AGAP1 AGFG1 AGPAT4 AK2 AKT2 ANGPTL4 ANKRD49 AP4E1 ARFGAP1 ARHGDIA ARHGEF19 ARMC8 ARRDC3 ASCC1 ASXL3 ATP5MC1 ATP6V1A BCL7A BDNF BIRC6 BIVM BLMH C11orf87 C1orf131 C5orf24 CACNA1C CAMK1D CAMK2G CARD19 CAVIN1 CCDC62 CCND2 CD2AP CDC7 CDCA4 CDK5R2 CHMP6 COL11A1 COL19A1 COL1A2 COL5A3 COL7A1 CPD CPE CPEB3 CPS1 CREB1 CRMP1 CRX CSPG4 CTNS CTTNBP2NL DBT DCLRE1A DDHD1 DENND6A DERL2 DIO2 DIXDC1 DKK1 DNAJB11 DOK4 DOT1L DTX4 ECHDC2 EDEM3 EHMT1 ELOVL5 ENPP2 ERI2 ESRRG ETNK2 EXTL2 FAM131B FAM135A FAM168A FBXL20 FBXO45 FGFR2 FKBP1A FOS FRAS1 FREM1 GALNT1 GARRE1 GID8 GM2A GP1BB GPHN GPR156 GULP1 HAPLN1 HBEGF HEPACAM HERC4 HIC2 HMBOX1 HMGCR HMGCS1 HNF4G HTR6 IHO1 ING2 ING4 ISL1 JARID2 KDM2A KDM5A KLHDC10 KLHL8 LARP1 LASP1 LDLRAP1 LOX MAML3 MANEAL MAP2K4 MAPKBP1 MED12L MEST MFSD14B MGA MIER3 MLLT11 MSL2 MTPN MXD1 MYADM MYL6 NAA40 NADK2 NANOS1 NASP NAV1 NAV3 NDUFS6 NFAT5 NFATC3 NFE4 NFIA NKX6-3 NSD2 NUCKS1 OSBP PABIR3 PACS2 PANK1 PCYT1B PDHX PEX19 PEX5 PHF21A PI15 PIGA PITPNM3 PLPPR4 PPARD PPM1D PPP1R3D PPP2R2D PPP4R3B PRDM13 PROM1 PRR14L PRR3 PRRC2C PRRT4 PSAT1 PSME4 PTEN RBAK RBFOX2 RIMS3 RIPOR2 RNF150 RNF152 ROCK1 SACS SAP30L SCN3B SENP1 SERPINH1 SESN1 SH3RF3 SIDT1 SIX5 SLC1A3 SLC30A3 SLC39A10 SLC7A5 SMPD3 SNX33 SNX4 SOCS7 SPATS2L SPTY2D1 SRSF2 SS18L1 STX1A SUB1 SUN1 TBC1D24 TBC1D4 TBCEL TBX21 TCL1B TEAD1 TET1 TET2 TET3 TFB1M TLX2 TMEM135 TMEM169 TNRC18 TPX2 TRAM2 TRIB2 TRIM16 TRIM16L TSC22D3 TUBA1A U2SURP UBAC2 UBE2V1 UBTD2 VHL WDFY1 WDR26 XKR6 XXYLT1 YIF1B ZBTB20 ZBTB34 ZBTB5 ZHX1 ZHX3 ZNF131 ZNF468 ZNF592 ZNF704 ZNF761 ZNF765 ZNF783 ZNF813 ZNF827 MIR3065_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3065_5P ABCA6 ABCB5 ABCB7 ACACA ACSL3 ADH5 ADRA1A AFF4 AHNAK2 AMER2 ANK3 ANKRD27 ANO5 ANXA4 APPBP2 AQP4 ARHGEF2 ARID4B ARL4A ARL6IP5 ARRDC3 ASH1L ASTN2 ATG14 ATL2 ATP2B4 ATP6V1A ATXN1L AVPR1A AZIN1 B3GALNT2 BCKDHB BCLAF3 BEND4 BMP3 BNC2 BPTF BRD4 BROX BRWD3 C15orf40 C16orf46 CA8 CAMKK1 CAT CCDC28A-AS1 CCDC47 CCDC50 CCL28 CCN2 CCN3 CCNG2 CCNT2 CD55 CDC42 CDK6 CDKN1B CDYL2 CEP104 CEP83 CEP85L CFAP126 CFAP161 CHFR CHM CHORDC1 CHRNB1 CHSY3 CLCN3 CLDN10 CLOCK CLTRN CNOT4 CNTNAP1 CNTNAP2 COL19A1 COL4A1 COL4A4 CPEB3 CPLX1 CPNE4 CRACD CREBZF CRIM1 CRIPT CRLF3 CSTF2 CTNND1 CXXC5 CYP27C1 CYREN DACH1 DCAF10 DCAF5 DCAF8L1 DCK DCP1A DCUN1D1 DCX DDC DDX52 DLG2 DNAJB14 DNAJB9 DNER DNMT3A DOCK4 DPP10 DTNA DUSP18 E2F3 E2F5 EDEM3 EFR3A EGR4 EI24 EIF1B EIF3A ELF2 ELL ENTPD7 ENY2 EPB41L5 EPPK1 ERAP1 ERLEC1 ERRFI1 ESCO2 ETFBKMT ETS1 ETV5 EXOSC3 FAM83A FAM98A FAXC FBXW11 FCAR FCHSD2 FCRL2 FER FOXC1 FOXF2 FOXP1 FSD1L FUT9 FZD5 GATAD2A GCFC2 GEMIN2 GET1 GLCE GLS GNPNAT1 GPBP1 GPM6A GPRASP2 GRIA3 GSE1 GTF2A1 GUCY1A2 GYG1 H2BC21 HASPIN HECA HMGB1 HNMT HNRNPLL HNRNPUL2 HOOK3 HOPX HOXB8 HPS3 HSPA12A HUS1B IDH3A ILF2 ING3 INTS2 IRF2BPL ISCA1 ITGA1 JADE1 JCAD JMJD1C KCNJ3 KCTD9 KDM2A KDM2B KDM3B KDM7A KEAP1 KHDRBS3 KIAA2013 KIF1C KIF3C KLF10 KLF12 KPNA1 KPNA4 LAMP2 LARP7 LCOR LNPEP LRATD2 LRP11 LRP12 LRRC25 LRRN1 LTF MAP3K2 MAP3K4 MCTS1 ME1 MECOM MED12L MED21 MED28 MEIOC MEIS1 METAP2 MGME1 MORC1 MORF4L2 MPP7 MRPL19 MRPL2 MSI2 MTDH MTMR4 MYB MYBL1 NALF2 NAP1L1 NAPB NCBP3 NCK1 NDUFAF7 NELL1 NEUROD1 NEXMIF NFIL3 NHLH2 NKX2-1 NLGN3 NMU NOVA2 NPAT NPY5R NR4A3 NRP2 NSL1 NUCKS1 NUDT15 NUFIP2 OPA1 OR7A5 OSBPL11 OTUD4 PABIR2 PAFAH1B1 PAFAH2 PAPPA PAX9 PCDH11X PCDH20 PCDH9 PDE4D PDGFA PDP2 PDS5B PEX3 PHACTR2 PHC3 PHLDB2 PIK3CB PIK3R1 PKNOX1 PLEKHA2 PLEKHA8 PLEKHF2 PLK4 PMEPA1 PMFBP1 POLR3C PPM1A PPP4R4 PRDM1 PRDM2 PRKAA1 PRKAR2B PRR14L PRTG PSD3 PTPN11 PTPN4 PUM2 PYROXD1 QDPR RAB18 RAB1A RAB27B RALGDS RAPGEF2 RASA1 RBBP4 RBM12B RBM20 RBM7 RBMS3 RCOR3 RELCH REPS2 REST RFX7 RHOBTB1 RIC3 RICTOR RIOK2 RLN2 RNASE6 RNF180 RNF8 ROCK2 ROR1 RORA RPGRIP1L RPRD1A RUNX2 S1PR1 SACS SAMSN1 SCAF11 SCAI SCLT1 SDHA SEC23B SECISBP2L SEMA4C SETDB1 SFXN2 SGIP1 SGMS1 SHISA2 SLC10A7 SLC11A2 SLC17A6 SLC25A31 SLC25A32 SLC25A36 SLC25A53 SLC28A1 SLC35E2B SLC46A3 SLC4A4 SLC7A11 SLC7A6 SLC9A6 SLCO5A1 SLF2 SLIT1 SLITRK1 SLITRK4 SMAD2 SMARCAD1 SMG1 SMNDC1 SNAP25 SNX30 SON SOX1 SOX14 SOX6 SOX7 SPAG11B SPAST SPATA13 SPECC1 SPIN4 SPINDOC SPPL3 SPRYD7 SRSF11 SRSF7 SSB SSBP2 SSX2IP ST8SIA1 STIM2 STRBP SUCO SYPL1 SYT13 TAF4B TAOK1 TASOR TCEA1 TCF4 TENT4B THUMPD3 TIGAR TIMM10 TLE1 TLE4 TM2D1 TMCO1 TMED2 TMEM192 TMEM207 TOMM34 TOMM70 TP53TG3 TP53TG3B TP53TG3D TPD52L3 TRIM6 TRMT11 TSPAN5 TTC13 TULP4 U2AF2 UBE2D1 UBE2E2 UBE2G1 UBE2W UBL3 UBTF UFM1 UGT8 UNC5C USP3 USP53 UVSSA VGLL4 VPS35 VPS37A VPS50 WAPL WASF3 WDR33 WDR44 WDR45B WSB1 WSCD2 YIPF5 ZBTB1 ZBTB11 ZBTB20 ZBTB47 ZC3H12B ZDHHC17 ZDHHC20 ZEB1 ZFP28 ZFR ZMYM6 ZMYND11 ZNF254 ZNF281 ZNF292 ZNF516 ZNF554 ZNF678 ZNF704 ZNF800 ZNF92 ZWILCH MIR3074_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3074_3P AFF2 AFG1L AICDA ALKBH8 AVPR1A B4GALT6 C2orf78 C6orf58 CALHM4 CARF CAV1 CCDC198 CLDN22 CLEC4E CLIC2 CRY1 CST3 DGKH DNM3 EXD2 FAM204A FKBP9 G3BP2 GAB1 GAPT GNB4 GORAB GPM6A GRHL1 GTF2A1 HACE1 IL36G INHBC INO80D ITGAV KANK2 LATS2 LEPR LIPA LNPK LPAR4 LSM8 MAK16 MBTD1 MCTS1 MDM4 MEX3C MTMR12 MTX2 NAALADL2 NADK2 NEK2 NR2F1 NXPE3 PDIK1L PGBD1 PHF3 PHYKPL PLP1 PRKAA1 PRKACB PROSER1 PTH RAB21 RAB27B RALGAPA1 RBM25 RDH10 RIMOC1 RPS6KA6 SESTD1 SGPP1 SLC5A9 SORBS1 SORL1 SPAST SPRED1 STARD5 STX7 SUCNR1 SULT1E1 TAF4B TCEAL9 TFAP2B TGOLN2 TMEM106B TRIM45 TSGA10 YES1 ZNF529 ZNF616 ZNF713 ZNF804A MIR3074_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3074_5P ADAMTS17 ADAT2 ADHFE1 ADSS1 AKTIP AMBN ANO5 APOO ATG2B BAHD1 BICD2 BMP7 BNC2 CACNB2 CASP7 CENPS-CORT CEPT1 CIT CLCF1 CNEP1R1 CNR1 CNTNAP2 COMMD4 CRIM1 CTNNA3 DCX DIP2B DKK2 DLST EBP EHMT1 EPB41L1 EPB41L4B ERO1A FBXO3 FKBP7 G3BP1 GABBR2 GAD1 GAP43 GAS2L3 GNG2 GPRIN3 GRIA4 GTDC1 GTF2A1 HERC3 HOOK3 HOXA11 HPRT1 IGF2BP1 ITPRIP JPH4 KCNA6 KCNB1 KCNJ15 KDM6A KIF1B KIF26A KLK10 LHFPL3 LRRC4 MAP2 MCM9 MEFV MEIS1 MESD MFSD1 MFSD6 MICALL1 MMAB MOB1B MTMR12 MXRA7 NDFIP1 NDUFA4 NECAB1 NF1 NIBAN1 NR4A3 ONECUT2 OOSP2 PABIR1 PAFAH1B2 PAG1 PALD1 PBX1 PCDH20 PCDHB12 PDE4D PHACTR3 PHIP PHKB PIP4P2 POU3F2 PPM1A PRAMEF18 PROKR2 PRRC2B PTGIS PTPN4 R3HDM1 RAPGEF6 RELN RIOK2 SBF2 SGCD SIX4 SLC12A2 SLC35A3 SLC35E1 SLC38A4 SLC7A11 SLC9A6 SMG1 SMIM10L1 SMURF1 SMURF2 SRGAP1 STMN1 SYPL1 TENM1 TGFBR2 THADA THBS2 TLCD4 TMEM154 TMEM248 TMEM86A TNFSF13B TNIK TNKS2 TNRC6B TRIB2 TXLNB UBE4A UPF1 VANGL1 VAPA VGLL4 YIPF1 YWHAB ZBTB8A ZDHHC5 ZNF268 ZNF302 ZNF516 ZNF618 ZNF626 ZNF644 ZNF704 ZNF827 MIR3085_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3085_3P AAK1 ADCY1 ADD1 AGO1 ANKRD36 AP1G1 AP1M1 APPL2 AREL1 ARHGAP21 ATP10B ATP1B4 BAG4 BAIAP2L1 BMF BTBD6 CA10 CACHD1 CAPN6 CCDC186 CHST3 CLASP2 CLIC6 CLIP2 CLOCK CMTM4 CNN3 CNOT10 CRIM1 CRY2 CSNK1G1 DDX3Y DHCR24 DKK3 DNAJB9 EDAR EIF5 ELP5 EVC FAM107B FBXO17 FRMD4A FYCO1 FZD5 GABRB2 GALNT10 GFER GLDN GPN2 HEMK1 HMOX2 HNMT HSPB6 IDH2 IGFBP5 IL1R1 JADE2 JOSD1 JPH1 KCNK9 KCNN3 KLHDC3 LDLRAD3 LEMD2 LEXM LMX1B LRGUK LZTS1 MECP2 MFSD11 MMD2 MRPL52 MSRB2 MYH9 NDST1 NECTIN4 NR4A3 NUDT15 ODR4 OGT P2RX7 PAN3 PAX5 PCDH20 PHF21A PHLDB1 PIK3CB PIK3R6 PIP4K2B PLXNA2 PNO1 PPP3R1 PPP4R2 PRDM10 PRDM4 PRR15L PTPRJ PTPRT R3HDM1 R3HDM4 RASSF8 REPS2 RHOF RHOJ RSBN1L SAV1 SEZ6 SH3BGRL3 SIX4 SLC26A1 SLC26A9 SLC36A1 SLC4A8 SMURF1 SORT1 SPRED2 SRGAP2 STK38 SUMF2 TANC2 TBC1D16 TBC1D2B TBL1X TCEANC2 TFCP2L1 TMEM178B TMEM245 TNFRSF25 TRAPPC3L TXNIP UBE2QL1 UBIAD1 VPS33A VPS4A WASHC4 ZBTB3 ZFAND3 ZNF12 ZNF37A ZNF471 ZNF544 ZNF582 ZNF74 ZNF747 ZNF782 ZNF850 MIR3085_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3085_5P AHCY ANKRD42 ARHGAP1 C6orf120 CCNB1 CHP1 CTDSPL DHX35 DRD2 FAM171A1 FAM83H FBLN5 GPC6 GPR107 HSPA8 ITGA5 JOSD1 KAT6B NABP1 NTRK3 PARP12 PDE7B PDZD2 PLAGL2 PLG PLPP6 RORA SAYSD1 SEPTIN8 SMPX SOX6 TBPL1 TPM4 UBE2K UBP1 ZNF157 ZNF668 MIR30A_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR30A_3P AAK1 ABHD5 ACBD3 ACTR2 ADA ADAMTS5 AKAP5 AKT3 ANTXR2 AP4E1 APC APOBEC3A AR ARF6 ARHGAP28 ARID4A ARL11 ARMC1 ASXL3 ATP11C ATP9B ATRN B9D1 BCCIP BMT2 BRD8 BRWD1 BTNL9 C5orf24 C8orf44 CACNB4 CACYBP CALCA CALHM5 CANX CAPRIN1 CAST CAV1 CCDC112 CCDC184 CCDC186 CCDC6 CCDC80 CCKBR CCN3 CDC40 CDC73 CDKL2 CDKL5 CDKN1B CENPL CEP152 CEP19 CEP350 CEP44 CHCHD4 CHMP1B CHURC1 CLDN14 CMKLR2 CNPY2 COCH COL12A1 COL4A4 COLEC12 CREB1 CREBBP CSNK1E CSNK1G3 CWF19L2 DACH1 DAZ2 DBT DEUP1 DHFR DIP2B DLST DNAI4 DNAJB14 DNAJB4 DNAJB9 DOCK1 DOP1B DTNA ECM2 EGR1 EIF2AK1 ELAPOR2 ELK3 ELOC EMC4 EOGT EP300 EPAS1 EPGN EPS8 ERAP1 ETNK1 EXTL2 FAM104A FAM114A2 FAM171B FAM20B FAM98A FANCD2 FAR1 FBXL20 FBXO22 FCHO2 FGF7 FXR1 GABRG2 GALNT1 GALNT7 GATC GBP1 GFPT1 GGH GM2A GNA12 GOSR1 GPR137C GPR158 GPR176 GPR180 GPRASP2 GTPBP4 GUCY1A2 HDX HIRA HMGA2 HMGN4 HOOK1 HOXB7 HS3ST1 HS3ST5 HSPA5 HYCC1 IARS2 IGF1 IL1B INO80C INTS8 IPCEF1 ITGA1 KANSL1L KCTD16 KLHL11 KLHL5 KMT2A KMT5B KRBA2 KRT10-AS1 KRT6C LACTB LCORL LPGAT1 LRCH1 LRP8 LRRTM2 LSS MAGT1 MAP1B MAP3K2 MAP3K4 MARS2 MCCC2 MED12L MEI4 MEOX2 METTL4 MFAP4 MINDY2 MNT MRPL30 MRTFB MSR1 MTDH MTHFD2 MYO5A MYO5C MYSM1 NAA16 NAA25 NABP1 NAPG NBEAL1 NCOA7 NEGR1 NEMP1 NHS NKRF NOD1 NODAL NOX3 NPAT NPHP3 NPY2R NR2C2 NR3C1 NSL1 NTRK3 NUFIP2 OPRK1 OSBPL11 OSBPL1A OTUD6B P2RY1 PAG1 PAIP2 PALS2 PANK3 PCDH17 PCLO PCSK5 PDE12 PDK1 PDK4 PDXDC1 PHACTR2 PHF24 PHLDA1 PIAS1 PIAS2 PIGBOS1 PIH1D2 PIK3AP1 PLEKHH1 PMEL POGLUT3 POU2F1 POU4F1 PPM1B PPP1R3A PRDM10 PRDM11 PRKAA2 PRLR PRPH2 PSD3 PSIP1 PSMD10 PTEN PTPN21 PTPN3 PYROXD1 RAB3IP RAB8B RALA RALGPS2 RANBP3L RB1 RBM45 RBM7 RCN2 RELT RFK RGS7 RGS7BP RIF1 RNF141 RNF216 RNF217 RNF6 ROBO1 ROCK2 ROR1 RTP4 RUNX1 RUNX1T1 RUNX2 RYR3 SASS6 SBNO1 SCAF11 SCAF4 SCAI SEC62 SELENOT SEMA3C SEMA3E SEMA6D SERTAD2 SESN3 SESTD1 SGCZ SGMS2 SH2D3A SH3D19 SH3GL3 SH3GLB1 SLC10A7 SLC12A1 SLC12A6 SLC25A33 SLC27A6 SLC35F3 SLC36A4 SLC39A10 SLC5A3 SLC6A3 SLITRK3 SLITRK6 SMAD2 SMG1 SNAP91 SNRK SNX18 SOCS6 SOD2 SOS2 SP3 SPIRE2 SRSF4 SS18 SSR1 STAU1 STIM2 STK38L SUB1 SUV39H2 SYNJ2 SYNRG SYT14 SYT4 TBC1D23 TCEAL6 TCP11L1 TEAD1 TENM1 THOC2 TLK2 TMEM47 TMPRSS11D TNFSF13B TNRC6B TOB1 TOMM20 TPK1 TPR TPTEP2-CSNK1E TRIM33 TRIM72 TRMT10B TSHR TSPAN13 TTPAL TUBGCP5 TULP4 TUSC3 TWNK TXLNB UBE2G1 UBE2J1 UBL3 UBR5 UBXN2B UFSP2 USP1 USP38 VANGL1 VCPIP1 VGLL3 WDR44 XPNPEP3 YARS2 YPEL5 YTHDF3 YWHAE ZBTB18 ZBTB41 ZC3H14 ZCCHC10 ZCCHC14 ZDHHC21 ZEB2 ZFHX3 ZNF107 ZNF138 ZNF280B ZNF35 ZNF426 ZNF430 ZNF566 ZNF704 ZNF827 ZNHIT6 ZNRF3 MIR30A_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR30A_5P A1CF ABCC9 ABHD10 ABL1 ACTC1 ACTR1A ACTR3C ACVR1 ADAM12 ADAM19 ADAM22 ADAM9 ADAMTS3 ADAMTS6 ADAMTS9 ADGRA2 ADGRA3 ADGRL3 ADO ADRA1D ADRA2A AFAP1L2 AFF4 AGO3 ALG10 ALG10B ANKHD1 ANKRA2 ANKRD17 ANO4 ANXA2R AP4E1 APBA1 ARAF ARHGAP26 ARHGAP29 ARHGEF6 ARID1A ARID4A ARID5B ARMH3 ASB2 ASB3 ASB4 ATF1 ATG12 ATG5 ATL2 ATOSA ATP2A2 ATP2B1 ATRN ATXN1 AVEN AVL9 AZIN1 B3GNT5 B4GALT6 BAHD1 BCL10 BCL11B BCL2L11 BCL9 BCOR BDP1 BECN1 BMT2 BNC1 BNC2 BNIP3L BRAP BRD1 BRWD1 BRWD3 C14orf28 C3orf14 C4orf19 C9orf72 CACHD1 CACNB2 CADPS CALCR CALU CAMK2D CAMK2N1 CAMK2N2 CAMK4 CAMKK2 CAND1 CAPN5 CAPZA1 CARF CARS1 CBFB CBLB CBX2 CCDC117 CCDC120 CCDC43 CCDC6 CCDC97 CCNA1 CCNE2 CCNJL CCNK CCNT2 CD2AP CDC37L1 CDCA7 CDH20 CDK12 CECR2 CELSR3 CEP170 CEP350 CEP41 CERS6 CERT1 CFAP97 CFL2 CHD1 CHD7 CHIC1 CHL1 CHMP2B CHST1 CHST2 CLOCK CMTM4 CNKSR2 CNOT6 CNOT9 CNST COL13A1 COL25A1 COL9A3 CPEB3 CPNE8 CPSF6 CRACDL CRKL CSAD CSGALNACT1 CSNK1A1 CSNK1G1 CTHRC1 CUL2 CYB561 CYP24A1 CYP3A5 DACT1 DCTN4 DCUN1D1 DCUN1D3 DDAH1 DDIT4 DDX59 DENND1B DESI2 DGKH DIPK2A DLG5 DLGAP1 DLGAP4 DLL4 DMXL2 DNAJC13 DNAJC25-GNG10 DNMT3A DOCK7 DOK5 DOLPP1 DPY19L1 DPY19L3 DPYSL2 DSG2 DSTYK E2F7 EDC3 EDEM3 EDNRA EEA1 EED EEF1A1 EFNA3 EIF5A2 ELAVL2 ELAVL4 ELL2 ELMOD2 ELOVL2 ELOVL5 EML1 EML4 EPB41 EPC2 EPG5 ERG ERICH3 ERLIN1 ERRFI1 ESCO1 ESPN EXOC6 EXTL2 FAM110B FAM133A FAM13A FAM13C FAM199X FAM210B FAM229B FAM43A FAM83F FAM91A1 FAP FBXL17 FBXL20 FBXO32 FBXO34 FBXO45 FGD6 FHIP2A FIGN FKBP3 FLVCR1 FLVCR2 FNDC3A FNIP2 FOXD1 FOXG1 FRMD6 FRMPD1 FRZB FZD3 GABRB1 GALNT1 GALNT2 GALNT7 GAREM1 GARRE1 GATM GCLC GDE1 GFPT2 GIGYF2 GJA1 GLCCI1 GLDC GLI2 GMEB2 GMNC GNA13 GNAI2 GNG10 GNPDA1 GOLGA1 GOLGA4 GOLGA6C GOLGA8A GPCPD1 GPR19 GPT2 GRB10 GRIA2 GRIN2A GRM3 GRM5 GSKIP HACE1 HBS1L HCFC2 HDAC9 HIC2 HIPK2 HIVEP1 HNRNPUL2 HOXA1 HYCC2 IDE IDH1 IFNAR2 IGF2R IL1RAPL2 IL36RN INO80D INPP4A IP6K3 IQCB1 IRF2BP2 IRF4 IRS1 IRX4 ITGA6 ITGA8 ITGB3 ITPK1 JADE3 JAKMIP2 JDP2 JOSD1 JPH4 KATNBL1 KCNA4 KCTD16 KCTD7 KCTD8 KDM3A KIAA0408 KIAA1549 KIAA2026 KIF11 KIF16B KLF10 KLF12 KLF8 KLF9 KLHL20 KLHL28 KMT2A KMT2C KPNA6 KRAS KSR1 KXD1 LARGE1 LCLAT1 LCORL LGI1 LHX1 LHX8 LIFR LIMCH1 LIN28A LIN28B LINC03034 LMBR1 LMBR1L LMLN LOX LPGAT1 LPP LRFN2 LRP6 LRRC17 LRRC40 LRRC8B LRRC8C LRRC8D LRRK2 LYN LYPLAL1 LYRM7 MAB21L1 MAFG MAML1 MAN1A2 MAP3K13 MAP3K2 MAP3K21 MAP3K5 MAP3K7 MAP4K4 MAP6 MAPK8 MARCHF4 MARCHF6 MARCHF8 MARK1 MAST3 MAST4 MAT2A MBNL3 MBOAT1 MBTPS2 MCF2L ME1 MED12L MEIOB MEOX2 MEX3B MEX3C MFHAS1 MFSD6 MIA3 MIER2 MIER3 MKRN3 MLXIP MMD MPZL3 MROH9 MRPL19 MSI2 MTDH MXRA5 MYBL2 MYH11 MYO1H MYO5A MZT1 NAA25 NAALADL2 NADK NAP1L2 NAPG NAV3 NCALD NCAM1 NDEL1 NDUFC2 NECAP1 NEDD4 NEFL NEFM NEURL1B NEUROD1 NF1 NFAT5 NFATC2 NFATC3 NFIB NHLH2 NHS NKX2-2 NLGN1 NR4A2 NR5A2 NR6A1 NRG3 NRIP1 NSG1 NT5E NTNG1 NUCKS1 NUFIP2 NUP93 NUS1 OGA OMG OSBPL8 OSTM1 OTUD4 OTUD6B OVOL1 OXR1 P4HA1 P4HA2 PAAF1 PALM2AKAP2 PAPOLA PAPOLB PAWR PAX3 PAXBP1 PCDH17 PCGF5 PCMTD2 PDCD10 PDE4D PDE7A PDGFRB PDS5B PDSS1 PDXDC1 PER2 PEX5L PFN2 PGM1 PGM3 PGP PHACTR2 PHF13 PHIP PHTF2 PI4K2B PICALM PIEZO2 PIGA PIK3CD PIP4K2A PIP4K2B PLA2G12A PLAGL2 PLEKHM3 PLEKHO2 PLIN3 PLPP6 PLPPR4 PNKD PNPLA1 POLR3E PON2 PPARGC1A PPARGC1B PPID PPP1R12A PPP1R18 PPP1R1C PPP1R2 PPP1R9A PPP3CA PPP3CB PPP3R1 PPP4R4 PPTC7 PRDM1 PRDM13 PRG4 PRICKLE1 PRKAA2 PRLR PROSER1 PRPF40A PRUNE2 PSD3 PSMD7 PTGFRN PTP4A1 PTPDC1 PTPN13 PTPN2 R3HDM1 RAB15 RAB23 RAB27B RAB2A RAB32 RAB38 RAB4B RAB8A RAD23B RAI14 RALGDS RALGPS1 RAP1B RAP2C RAPGEF2 RAPGEF4 RAPH1 RARG RARRES1 RASA1 RASA2 RASD1 RAVER2 RBM12 REEP1 REEP3 RFX6 RFX7 RGS8 RHD RHEBL1 RHOB RIMBP2 RNF122 RNF157 RNF165 RNF220 ROR1 RORA RPRD1A RRAD RRAS2 RTKN2 RTN4IP1 RTN4R RUNDC3B RUNX1 RUNX2 S100PBP SACS SAMD4A SAMD8 SAP30BP SCAF4 SCARA5 SCEL SCML1 SCN1A SCN2A SCN3A SCN8A SCN9A SCYL3 SDAD1 SDK2 SEC22C SEC23A SEC24A SEC61A2 SEMA3A SEMA6B SEPTIN7 SEPTIN8 SETD5 SETD7 SH2B3 SH3PXD2A SH3RF1 SHISA3 SHOC2 SIX1 SIX4 SKP2 SLC12A6 SLC25A21 SLC25A34 SLC25A36 SLC30A4 SLC35A3 SLC35B4 SLC35C1 SLC35F1 SLC35F3 SLC38A2 SLC38A7 SLC4A7 SLC5A3 SLC6A6 SLC7A10 SLC9A8 SLCO6A1 SMAD1 SMAP1 SMDT1 SNAI1 SNAI2 SNTB2 SNX10 SNX16 SNX18 SNX33 SNX8 SOCS1 SOCS3 SOCS6 SOGA1 SOX13 SOX9 SP4 SPAST SPEN SPOCK3 SRGAP3 SRSF10 SRSF7 SSH2 ST8SIA4 STAC STAG2 STIM2 STK17B STK35 STK39 STOX2 STRIP1 STT3B STX16 STX2 STXBP5 SUV39H2 SYNGR3 SYPL1 TAB3 TAF4B TAOK1 TASP1 TBC1D10B TBC1D15 TBC1D2B TBL1XR1 TCIM TDG TENM1 TENM3 TENT2 TENT5A TEPSIN TFDP1 THAP12 TLCD4 TLL2 TM4SF1 TM4SF20 TMCC1 TMEFF1 TMEM170B TMEM181 TMEM229A TMEM87A TMEM87B TMOD2 TNIK TNRC6A TNRC6B TNRC6C TNXB TOGARAM1 TOX TP53INP1 TRAPPC14 TRIM13 TRIO TRPM7 TSEN15 TSPAN2 TTBK1 TTC8 TTLL2 TTLL7 TULP4 TUT7 TWF1 UBAC1 UBE2I UBE2J1 UBE2V1 UBE2V2 UBE3C UBN1 UBN2 UGT2A3 UNC5C USO1 USP37 USP48 VAT1 VAT1L VIM VKORC1L1 VOPP1 VPS26B WASHC4 WDR44 WDR64 WDR7 WDR82 WIPF1 WIPF3 WWP1 XPO1 XPR1 YAF2 YOD1 YPEL2 YPEL5 YTHDC1 YTHDF3 YY2 ZBTB11 ZBTB18 ZBTB41 ZBTB44 ZBTB6 ZCCHC2 ZCCHC3 ZDHHC17 ZEB2 ZFAND1 ZFAND5 ZFC3H1 ZFY ZMYND8 ZNF22-AS1 ZNF280B ZNF286A ZNF382 ZNF507 ZNF518A ZNF519 ZNF521 ZNF608 ZNF644 ZNF704 ZNF711 ZNRF1 ZPBP2 ZXDA MIR30B_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR30B_3P ACADSB ACKR2 ANKS4B APELA APOBEC3F APOL6 ARGFX ARID2 ARNT2 ASPG ATP1B4 ATP7B ATXN1 BMAL2 CALCR CASP10 CASTOR2 CBX5 CCDC28A-AS1 CCL28 CD164 CDADC1 CDH1 CDK8 CEBPZOS CGNL1 CHTF8 COL11A2 COL27A1 CORO2B CPSF7 CSF3R CTDSPL CTSW CYP1A2 CYP20A1 CYP2B6 DAB2IP DCTN5 DDX6 DEPDC5 DMRT1 DNAJC8 DTX4 DYDC2 EBAG9 EEF2K EFCAB2 ELK1 EOGT ERBB3 ESYT1 FAM72A FAM72B FBXL18 FBXL20 FIBCD1 FOXK1 FOXP4 FUS GAB2 GCFC2 GDI1 GFAP GFOD2 GFRA4 GLG1 GLS GNAT1 GNL3L GNPNAT1 GPR83 HOOK3 HRH2 HUNK IGF2BP1 IKZF3 IRGQ ITLN1 KCNIP1 LHPP LRRC51 LYZL1 LYZL2 MAPK13 MARK4 MASP1 MAVS MDM4 MIP MRPS2 MS4A1 MS4A10 MTFMT MTX3 MUCL3 MYO10 NCEH1 NDST1 NID1 NMNAT2 NOL9 NOVA2 NSL1 ODAPH ORAI2 OSBPL1A PACS1 PAPOLG PARP9 PDE7A PHACTR4 PI3 PIGK PLCXD1 PLEKHA5 PNMA2 POLR2D PPP1R11 PRICKLE3 PRND PSMB2 PYCR3 PYGO1 RAB21 RAD51B RALB RBM19 RBMS2 RHOJ RIMS3 RPL15 RRP15 RRP7A SAMD4A SBSPON SCAI SCGN SETD7 SH3BP2 SHISA6 SHISA7 SHOX SLC2A4 SLC6A11 SOGA1 SP8 STX5 SULT1E1 SUSD5 SV2C SYBU SYNGR1 SYP TCTN2 TIAM1-AS1 TMEM132E TMEM239 TMEM265 TMEM63C TMTC1 TRAF3IP2 UPK2 VIRMA VPS13B VPS25 YWHAQ ZDHHC15 ZFHX2 ZNF286B ZNF432 ZNF490 ZNF544 ZNF554 ZNF655 ZNF674 ZNF793 ZNF814 MIR30B_5P_MIR30C_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR30B_5P_MIR30C_5P A1CF ABCC9 ABHD10 ABL1 ACTC1 ACTR1A ACTR3C ACVR1 ADAM12 ADAM19 ADAM22 ADAM9 ADAMTS3 ADAMTS6 ADAMTS9 ADGRA2 ADGRA3 ADGRL3 ADO ADRA1D ADRA2A AFAP1L2 AFF4 AGO3 ALG10 ALG10B ANKHD1 ANKRA2 ANKRD17 ANO4 ANXA2R AP4E1 APBA1 ARAF ARHGAP26 ARHGAP29 ARHGEF6 ARID1A ARID4A ARID5B ARMH3 ASB2 ASB3 ASB4 ATF1 ATG12 ATG5 ATL2 ATOSA ATP2A2 ATP2B1 ATRN ATXN1 AVEN AVL9 AZIN1 B3GNT5 BAHD1 BCL10 BCL11B BCL2L11 BCL9 BCOR BDP1 BECN1 BMT2 BNC1 BNC2 BNIP3L BRAP BRD1 BRWD1 BRWD3 C14orf28 C3orf14 C4orf19 C9orf72 CACHD1 CACNB2 CADM2 CADPS CALCR CALU CAMK2D CAMK2N1 CAMK2N2 CAMK4 CAMKK2 CAND1 CAPN5 CAPZA1 CARF CARS1 CBFB CBLB CBX2 CCDC117 CCDC120 CCDC43 CCDC6 CCDC97 CCNA1 CCNE2 CCNJL CCNK CCNT2 CD2AP CDC37L1 CDCA7 CDH20 CDK12 CECR2 CELSR3 CEP170 CEP350 CEP41 CERS6 CERT1 CFAP97 CFL2 CHD1 CHD7 CHIC1 CHL1 CHMP2B CHST1 CHST2 CLOCK CMTM4 CNKSR2 CNOT6 CNOT9 CNST COL13A1 COL25A1 COL9A3 CPEB3 CPNE8 CPSF6 CRACDL CRKL CSAD CSGALNACT1 CSNK1A1 CSNK1G1 CTHRC1 CUL2 CYB561 CYP24A1 CYP3A5 DACT1 DCTN4 DCUN1D1 DCUN1D3 DDAH1 DDIT4 DDX59 DENND1B DESI2 DGKH DIPK2A DLG5 DLGAP1 DLGAP4 DLL4 DMXL2 DNAJC13 DNAJC25-GNG10 DNMT3A DOCK7 DOK5 DOLPP1 DPY19L1 DPY19L3 DPYSL2 DSG2 DSTYK E2F7 EDC3 EDEM3 EDNRA EEA1 EED EEF1A1 EFNA3 EIF5A2 ELAVL2 ELAVL4 ELL2 ELMOD2 ELOVL2 ELOVL5 EML1 EML4 EPB41 EPC2 EPG5 ERG ERICH3 ERLIN1 ERRFI1 ESCO1 EXOC6 EXTL2 FAM110B FAM133A FAM13A FAM13C FAM199X FAM210B FAM229B FAM43A FAM83F FAM91A1 FAP FBXL17 FBXL20 FBXO32 FBXO34 FBXO45 FGD6 FHIP2A FIGN FKBP3 FLVCR1 FLVCR2 FNDC3A FNIP2 FOXD1 FOXG1 FRMD6 FRMPD1 FRZB FZD3 GABRB1 GALNT1 GALNT2 GALNT7 GAREM1 GARRE1 GATM GCLC GDE1 GFPT2 GIGYF1 GIGYF2 GJA1 GLCCI1 GLDC GLI2 GMEB2 GMNC GNA13 GNAI2 GNG10 GNPDA1 GOLGA1 GOLGA4 GOLGA6C GOLGA8A GPCPD1 GPR19 GPT2 GRB10 GRIA2 GRIN2A GRM3 GRM5 GSKIP HACE1 HBS1L HCFC2 HDAC9 HIC2 HIPK2 HIVEP1 HNRNPUL2 HOXA1 HYCC2 IDE IDH1 IFNAR2 IGF2R IL1RAPL2 IL36RN INO80D INPP4A IP6K3 IQCB1 IRF2BP2 IRF4 IRS1 IRX4 ITGA6 ITGA8 ITGB3 ITPK1 JADE3 JAKMIP2 JDP2 JOSD1 JPH4 KATNBL1 KCNA4 KCTD16 KCTD7 KCTD8 KDM3A KIAA0408 KIAA1549 KIAA2026 KIF11 KIF16B KLF10 KLF12 KLF8 KLF9 KLHL20 KLHL28 KMT2A KMT2C KPNA6 KRAS KSR1 KXD1 LARGE1 LATS2 LCLAT1 LCORL LGI1 LHX1 LHX8 LIFR LIMCH1 LIN28A LIN28B LINC03034 LMBR1 LMBR1L LMLN LOX LPGAT1 LPP LRCH2 LRFN2 LRP6 LRRC17 LRRC40 LRRC8B LRRC8C LRRC8D LRRK2 LYN LYPLAL1 LYRM7 MAB21L1 MAFG MAML1 MAN1A2 MAP3K13 MAP3K2 MAP3K21 MAP3K5 MAP3K7 MAP4K4 MAP6 MAPK8 MARCHF4 MARCHF6 MARCHF8 MARK1 MAST3 MAST4 MAT2A MBNL3 MBOAT1 MBTPS2 MCF2L ME1 MED12L MEIOB MEOX2 MEX3B MEX3C MFHAS1 MFSD6 MIA3 MIER2 MIER3 MKRN3 MLXIP MMD MPZL3 MROH9 MRPL19 MSI2 MTDH MXRA5 MYBL2 MYH11 MYO1H MYO5A MZT1 NAA25 NAALADL2 NADK NAP1L2 NAPG NAV3 NCALD NCAM1 NDEL1 NDUFC2 NECAP1 NEDD4 NEFL NEFM NEURL1B NEUROD1 NF1 NFAT5 NFATC2 NFATC3 NFIB NHLH2 NHS NKX2-2 NLGN1 NR4A2 NR5A2 NR6A1 NRG3 NRIP1 NSG1 NT5E NTNG1 NUCKS1 NUFIP2 NUP93 NUS1 OGA OMG ORC2 OSBPL8 OSTM1 OTUD4 OTUD6B OVOL1 OXR1 P4HA1 P4HA2 PAAF1 PALM2AKAP2 PAPOLA PAPOLB PAWR PAX3 PAXBP1 PCDH17 PCGF5 PCMTD2 PDCD10 PDE4D PDE7A PDGFRB PDS5B PDSS1 PDXDC1 PER2 PEX5L PFN2 PGM1 PGM3 PGP PHACTR2 PHF13 PHIP PHTF2 PI4K2B PICALM PIEZO2 PIGA PIK3CD PIP4K2A PIP4K2B PLA2G12A PLAGL2 PLEKHM3 PLEKHO2 PLIN3 PLPP6 PLPPR4 PNKD PNPLA1 POLR3E PON2 PPARGC1A PPARGC1B PPID PPP1R12A PPP1R18 PPP1R1C PPP1R2 PPP1R9A PPP3CA PPP3CB PPP3R1 PPP4R4 PPTC7 PRDM1 PRDM13 PRG4 PRICKLE1 PRKAA2 PRLR PROSER1 PRPF40A PRUNE2 PSD3 PSMD7 PTGFRN PTP4A1 PTPDC1 PTPN13 PTPN2 R3HDM1 RAB15 RAB23 RAB27B RAB2A RAB32 RAB38 RAB4B RAB8A RAD23B RAI14 RALGDS RALGPS1 RAP1B RAP2C RAPGEF2 RAPGEF4 RAPH1 RARG RARRES1 RASA1 RASA2 RASD1 RAVER2 RBM12 REEP1 REEP3 RFX3 RFX6 RFX7 RGS8 RHD RHEBL1 RHOB RIMBP2 RNF122 RNF157 RNF165 RNF220 ROR1 RORA RPRD1A RRAD RRAS2 RTKN2 RTN4IP1 RTN4R RUNDC3B RUNX1 RUNX2 S100PBP SACS SAMD4A SAMD8 SAP30BP SCAF4 SCARA5 SCEL SCML1 SCN1A SCN2A SCN3A SCN8A SCN9A SCYL3 SDAD1 SDK2 SEC22C SEC23A SEC24A SEC61A2 SEMA3A SEMA6B SEPTIN7 SEPTIN8 SETD5 SETD7 SH2B3 SH3PXD2A SH3RF1 SHISA3 SHOC2 SIX1 SIX4 SKP2 SLC12A6 SLC25A21 SLC25A34 SLC25A36 SLC30A4 SLC35A3 SLC35B4 SLC35C1 SLC35F1 SLC35F3 SLC38A2 SLC38A7 SLC4A7 SLC5A3 SLC6A6 SLC7A10 SLC9A8 SLCO6A1 SMAD1 SMAP1 SMDT1 SNAI1 SNAI2 SNTB2 SNX10 SNX16 SNX18 SNX33 SNX8 SOCS1 SOCS3 SOCS6 SOGA1 SOX13 SOX9 SP4 SPAST SPEN SPOCK3 SRGAP3 SRSF10 SRSF7 SSH2 ST8SIA4 STAC STAG2 STIM2 STK17B STK35 STK39 STOX2 STRIP1 STT3B STX16 STX2 STXBP5 SUV39H2 SYNGR3 SYPL1 TAB3 TAF4B TAOK1 TASP1 TBC1D10B TBC1D15 TBC1D2B TBL1XR1 TCIM TDG TENM1 TENM3 TENT2 TENT5A TEPSIN TFDP1 THAP12 TLCD4 TLL2 TM4SF1 TM4SF20 TMCC1 TMEFF1 TMEM170B TMEM181 TMEM229A TMEM87A TMEM87B TMOD2 TNIK TNRC6A TNRC6B TNRC6C TNXB TOGARAM1 TOX TP53INP1 TRAPPC14 TRIM13 TRIO TRPM7 TSEN15 TSPAN2 TTBK1 TTC8 TTLL2 TTLL7 TULP4 TUT7 TWF1 UBAC1 UBE2I UBE2J1 UBE2V1 UBE2V2 UBE3C UBN1 UBN2 UGT2A3 UNC5C USO1 USP2 USP37 USP48 VAT1 VAT1L VIM VKORC1L1 VOPP1 VPS26B WASHC4 WDR44 WDR64 WDR7 WDR82 WIPF1 WIPF3 WWP1 XPO1 XPR1 YAF2 YOD1 YPEL2 YPEL5 YTHDC1 YTHDF3 YY2 ZBTB11 ZBTB18 ZBTB41 ZBTB44 ZBTB6 ZCCHC2 ZCCHC3 ZDHHC17 ZEB2 ZFAND1 ZFAND5 ZFC3H1 ZFY ZMYND8 ZNF22-AS1 ZNF280B ZNF286A ZNF382 ZNF507 ZNF518A ZNF519 ZNF521 ZNF608 ZNF644 ZNF704 ZNF711 ZNRF1 ZPBP2 ZXDA MIR30C_1_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR30C_1_3P AAK1 ABCC4 ADAM30 AKAP6 APOBEC3F ARHGAP9 ARID4A ATG16L2 ATP1B4 BAZ2A BCL9 C1orf105 CA6 CCL28 CCT4 CDK15 CDK8 CELF3 CHP1 CLIC5 COL4A2 CORO1C CREM CTNND1 DAB2 DDX6 DMP1 DUSP19 DYDC2 EBAG9 EIF4E3 ELK1 ENTPD7 FABP4 FAM117A FAM117B FAM199X FRMPD3 GABBR1 GAGE1 GAGE12D GASK1A GCC1 GIGYF1 GNGT2 GPATCH2 GRIN3A HIP1 HNRNPL HS6ST2 HYCC1 IARS1 IFT140 IKZF3 IMPG2 JAZF1 KCNB1 KRT2 KRT222 LOX LURAP1L MAML1 MAN2A1 MAP4K1 MAPK10 MARCKSL1 MDGA2 MEPCE METTL7B METTL8 MKKS MPPED2 MTCH2 MXRA5 MYEOV NAMPT NAV1 NIPSNAP3A NIPSNAP3B NPY1R NSMCE3 NT5DC3 ORAI2 PAK1 PALS2 PATZ1 PELI1 PGPEP1 PLBD2 PLXNA2 PPDPFL PPME1 PPP2R5C PRR23C PRSS27 PSG1 PSG4 PYGO1 RAB6C RAB6D RASSF8 RBM19 RLIM RPS6KA2 SDC3 SEMA4G SF3A3 SH2B3 SHISA7 SHOX SKIL SLC16A1 SLC1A2 SLC36A2 SLC39A8 SLC6A11 SNAPC3 SNX20 SRRM4 SSR2 ST6GALNAC5 STK17B STK4 STX11 STX5 SUCLA2 SYP SYT14 SYT6 TIMM21 TPM1 TRDN TRIM32 TSHZ3 TSPAN12 TSPYL4 UBE3A VGLL3 ZCCHC14 ZNF275 MIR30C_2_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR30C_2_3P AAK1 ABCC4 ADAM30 AKAP6 APOBEC3F ARHGAP9 ARID4A ATG16L2 ATP1B4 BAZ2A BCL9 C1orf105 CA6 CARHSP1 CCL28 CCT4 CDK15 CDK8 CELF3 CHP1 CLIC5 COL4A2 CORO1C CREM CTNND1 DAB2 DDX6 DMP1 DUSP19 DYDC2 EBAG9 EIF4E3 ELK1 ENTPD7 FABP4 FAM117A FAM117B FAM199X FRMPD3 GABBR1 GAGE1 GAGE12D GASK1A GCC1 GIGYF1 GNGT2 GPATCH2 GRIN3A HIP1 HNRNPL HS6ST2 HYCC1 IARS1 IFT140 IKZF3 IMPG2 JAZF1 KCNB1 KRT222 LOX LURAP1L MAML1 MAN2A1 MAP4K1 MAPK10 MARCKSL1 MDGA2 MEPCE METTL7B METTL8 MKKS MPPED2 MTCH2 MXRA5 MYEOV NAMPT NAV1 NIPSNAP3A NIPSNAP3B NPY1R NSMCE3 NT5DC3 ORAI2 PAK1 PALS2 PATZ1 PELI1 PGPEP1 PLBD2 PLXNA2 PPDPFL PPME1 PPP2R5C PRR23C PRSS27 PSG1 PSG4 PYGO1 RAB6C RAB6D RASSF8 RBM19 RLIM RPS6KA2 SDC3 SEMA4G SF3A3 SHISA7 SHOX SKIL SLC16A1 SLC1A2 SLC36A2 SLC39A8 SNAPC3 SNX20 SRRM4 SSR2 ST6GALNAC5 STK17B STK4 STX5 SUCLA2 SYP SYT14 SYT6 TIMM21 TPM1 TRIM32 TSHZ3 TSPAN12 TSPYL4 UBE3A URM1 VGLL3 ZBTB20 ZCCHC14 ZNF275 MIR30D_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR30D_3P AAK1 ABHD5 ACBD3 ACTR2 ADA ADAMTS5 AKAP5 AKT3 ANTXR2 AP4E1 APC APOBEC3A AR ARF6 ARHGAP28 ARID4A ARL11 ARMC1 ASXL3 ATP11C ATP9B ATRN B9D1 BCCIP BMT2 BRD8 BRWD1 BTNL9 C5orf24 C8orf44 CACNB4 CACYBP CALCA CALHM5 CANX CAPRIN1 CAST CAV1 CCDC112 CCDC184 CCDC186 CCDC6 CCDC80 CCKBR CCN3 CDC40 CDC73 CDKL2 CDKL5 CDKN1B CENPL CEP152 CEP19 CEP350 CEP44 CHCHD4 CHMP1B CHURC1 CLDN14 CMKLR2 CNPY2 COCH COL12A1 COL4A4 COLEC12 CREB1 CREBBP CSNK1E CSNK1G3 CWF19L2 DACH1 DAZ2 DBT DEUP1 DHFR DIP2B DLST DNAI4 DNAJB14 DNAJB4 DNAJB9 DOCK1 DOP1B DTNA ECM2 EGR1 EIF2AK1 ELAPOR2 ELK3 ELOC EMC4 EOGT EP300 EPAS1 EPGN EPS8 ERAP1 ETNK1 EXTL2 FAM104A FAM114A2 FAM171B FAM20B FAM98A FANCD2 FAR1 FBXL20 FBXO22 FCHO2 FGF7 FXR1 GABRG2 GALNT1 GALNT7 GATC GBP1 GFPT1 GGH GM2A GNA12 GOSR1 GPR137C GPR158 GPR176 GPR180 GPRASP2 GTPBP4 GUCY1A2 HDX HIRA HMGA2 HMGN4 HOOK1 HOXB7 HS3ST1 HS3ST5 HSPA5 HYCC1 IARS2 IGF1 IL1B INO80C INTS8 IPCEF1 ITGA1 KANSL1L KCTD16 KLHL11 KLHL5 KLK10 KMT2A KMT5B KRBA2 KRT10-AS1 KRT6C LACTB LCORL LPGAT1 LRCH1 LRP8 LRRTM2 LSS MAGT1 MAP1B MAP3K2 MAP3K4 MARS2 MCCC2 MED12L MEI4 MEOX2 METTL4 MFAP4 MINDY2 MNT MRPL30 MRTFB MSR1 MTDH MTHFD2 MYO5A MYO5C MYSM1 NAA16 NAA25 NABP1 NAPG NBEAL1 NCOA7 NEGR1 NEMP1 NHS NKRF NOD1 NODAL NOX3 NPAT NPHP3 NPY2R NR2C2 NR3C1 NSL1 NTRK3 NUFIP2 OPRK1 OSBPL11 OSBPL1A OTUD6B P2RY1 PAG1 PAIP2 PALS2 PANK3 PCDH17 PCLO PCSK5 PDE12 PDK1 PDK4 PDXDC1 PHACTR2 PHF24 PHLDA1 PIAS1 PIAS2 PIGBOS1 PIH1D2 PIK3AP1 PLEKHH1 PMEL POGLUT3 POU2F1 POU4F1 PPM1B PPP1R3A PRDM10 PRDM11 PRKAA2 PRLR PRPH2 PSD3 PSIP1 PSMD10 PTEN PTPN21 PTPN3 PYROXD1 RAB3IP RAB8B RALA RALGPS2 RANBP3L RB1 RBM45 RBM7 RCN2 RELT RFK RGS7 RGS7BP RIF1 RNF141 RNF216 RNF217 RNF6 ROBO1 ROCK2 ROR1 RPL13 RTP4 RUNX1 RUNX1T1 RUNX2 RYR3 SASS6 SBNO1 SCAF11 SCAF4 SCAI SEC62 SELENOT SEMA3C SEMA3E SEMA6D SERTAD2 SESN3 SESTD1 SGCZ SGMS2 SH2D3A SH3D19 SH3GL3 SH3GLB1 SLC10A7 SLC12A1 SLC12A6 SLC25A33 SLC27A6 SLC35F3 SLC36A4 SLC39A10 SLC5A3 SLC6A3 SLITRK3 SLITRK6 SMAD2 SMG1 SNAP91 SNRK SNX18 SOCS6 SOD2 SOS2 SP3 SPIRE2 SRSF4 SS18 SSR1 STAU1 STIM2 STK38L SUB1 SUV39H2 SYNJ2 SYNRG SYT14 SYT4 TBC1D23 TCEAL6 TCP11L1 TEAD1 TENM1 THOC2 TLK2 TMEM47 TMPRSS11D TNFAIP8L1 TNFSF13B TNRC6B TOB1 TOMM20 TPK1 TPR TPTEP2-CSNK1E TRIM33 TRIM72 TRMT10B TSHR TSPAN13 TTPAL TUBGCP5 TULP4 TUSC3 TWNK TXLNB UBE2G1 UBE2J1 UBL3 UBR5 UBXN2B UFSP2 USP1 USP38 VANGL1 VCPIP1 VGLL3 WDR44 XPNPEP3 YARS2 YPEL5 YTHDF3 YWHAE ZBTB18 ZBTB41 ZC3H14 ZCCHC10 ZCCHC14 ZDHHC21 ZEB2 ZFHX3 ZNF107 ZNF138 ZNF280B ZNF35 ZNF426 ZNF430 ZNF566 ZNF704 ZNF827 ZNHIT6 ZNRF3 MIR30D_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR30D_5P A1CF ABCC9 ABHD10 ABL1 ACTC1 ACTR1A ACTR3C ACVR1 ADAM12 ADAM19 ADAM22 ADAM9 ADAMTS3 ADAMTS6 ADAMTS9 ADGRA2 ADGRA3 ADGRL3 ADO ADRA1D ADRA2A AFAP1L2 AFF4 AGO3 ALG10 ALG10B ANKHD1 ANKRA2 ANKRD17 ANO4 ANXA2R AP4E1 APBA1 ARAF ARHGAP26 ARHGAP29 ARHGEF6 ARID1A ARID4A ARID5B ARMH3 ASB2 ASB3 ASB4 ATF1 ATG12 ATG5 ATL2 ATOSA ATP2A2 ATP2B1 ATRN ATXN1 AVEN AVL9 AZIN1 B3GNT5 B4GALT6 BAHD1 BCL10 BCL11B BCL2L11 BCL9 BCOR BDP1 BECN1 BMT2 BNC1 BNC2 BNIP3L BRAP BRD1 BRWD1 BRWD3 C14orf28 C3orf14 C4orf19 C9orf72 CACHD1 CACNB2 CADPS CALCR CALU CAMK2D CAMK2N1 CAMK2N2 CAMK4 CAMKK2 CAND1 CAPN5 CAPZA1 CARF CARS1 CBFB CBLB CBX2 CCDC117 CCDC120 CCDC43 CCDC6 CCDC97 CCNA1 CCNE2 CCNJL CCNK CCNT2 CD2AP CDC37L1 CDCA7 CDH20 CDK12 CECR2 CELSR3 CEP170 CEP350 CEP41 CERS6 CERT1 CFAP97 CFL2 CHD1 CHD7 CHIC1 CHL1 CHMP2B CHST1 CHST2 CLOCK CMTM4 CNKSR2 CNOT6 CNOT9 CNST COL13A1 COL25A1 COL9A3 CPEB3 CPNE8 CPSF6 CRACDL CRKL CSAD CSGALNACT1 CSNK1A1 CSNK1G1 CTHRC1 CUL2 CYB561 CYP24A1 CYP3A5 DACT1 DCTN4 DCUN1D1 DCUN1D3 DDAH1 DDIT4 DDX59 DENND1B DESI2 DGKH DIPK2A DLG5 DLGAP1 DLGAP4 DLL4 DMXL2 DNAJC13 DNAJC25-GNG10 DNMT3A DOCK7 DOK5 DOLPP1 DPY19L1 DPY19L3 DPYSL2 DSG2 DSTYK E2F7 EDC3 EDEM3 EDNRA EEA1 EED EEF1A1 EFNA3 EIF5A2 ELAVL2 ELAVL4 ELL2 ELMOD2 ELOVL2 ELOVL5 EML1 EML4 EPB41 EPC2 EPG5 ERG ERICH3 ERLIN1 ERRFI1 ESCO1 ESPN EXOC6 EXTL2 FAM110B FAM133A FAM13A FAM13C FAM199X FAM210B FAM229B FAM43A FAM83F FAM91A1 FAP FBXL17 FBXL20 FBXO32 FBXO34 FBXO45 FGD6 FHIP2A FIGN FKBP3 FLVCR1 FLVCR2 FNDC3A FNIP2 FOXD1 FOXG1 FRMD6 FRMPD1 FRZB FZD3 GABRB1 GALNT1 GALNT2 GALNT7 GAREM1 GARRE1 GATM GCLC GDE1 GFPT2 GIGYF2 GJA1 GLCCI1 GLDC GLI2 GMEB2 GMNC GNA13 GNAI2 GNG10 GNPDA1 GOLGA1 GOLGA4 GOLGA6C GOLGA8A GPCPD1 GPR19 GPT2 GRB10 GRIA2 GRIN2A GRM3 GRM5 GSKIP HACE1 HBS1L HCFC2 HDAC9 HIC2 HIPK2 HIVEP1 HNRNPUL2 HOXA1 HYCC2 IDE IDH1 IFNAR2 IGF2R IL1RAPL2 IL36RN INO80D INPP4A IP6K3 IQCB1 IRF2BP2 IRF4 IRS1 IRX4 ITGA6 ITGA8 ITGB3 ITPK1 JADE3 JAKMIP2 JDP2 JOSD1 JPH4 KATNBL1 KCNA4 KCTD16 KCTD7 KCTD8 KDM3A KIAA0408 KIAA1549 KIAA2026 KIF11 KIF16B KLF10 KLF12 KLF8 KLF9 KLHL20 KLHL28 KMT2A KMT2C KPNA6 KRAS KSR1 KXD1 LARGE1 LCLAT1 LCORL LGI1 LHX1 LHX8 LIFR LIMCH1 LIN28A LIN28B LINC03034 LMBR1 LMBR1L LMLN LOX LPGAT1 LPP LRFN2 LRP6 LRRC17 LRRC40 LRRC8B LRRC8C LRRC8D LRRK2 LYN LYPLAL1 LYRM7 MAB21L1 MAFG MAML1 MAN1A2 MAP3K13 MAP3K2 MAP3K21 MAP3K5 MAP3K7 MAP4K4 MAP6 MAPK8 MARCHF4 MARCHF6 MARCHF8 MARK1 MAST3 MAST4 MAT2A MBNL3 MBOAT1 MBTPS2 MCF2L ME1 MED12L MEIOB MEOX2 MEX3B MEX3C MFHAS1 MFSD6 MIA3 MIER2 MIER3 MKRN3 MLXIP MMD MPZL3 MROH9 MRPL19 MSI2 MTDH MXRA5 MYBL2 MYH11 MYO1H MYO5A MZT1 NAA25 NAALADL2 NADK NAP1L2 NAPG NAV3 NCALD NCAM1 NDEL1 NDUFC2 NECAP1 NEDD4 NEFL NEFM NEURL1B NEUROD1 NF1 NFAT5 NFATC2 NFATC3 NFIB NHLH2 NHS NKX2-2 NLGN1 NR4A2 NR5A2 NR6A1 NRG3 NRIP1 NSG1 NT5E NTNG1 NUCKS1 NUFIP2 NUP93 NUS1 OGA OMG OSBPL8 OSTM1 OTUD4 OTUD6B OVOL1 OXR1 P4HA1 P4HA2 PAAF1 PALM2AKAP2 PAPOLA PAPOLB PAWR PAX3 PAXBP1 PCDH17 PCGF5 PCMTD2 PDCD10 PDE4D PDE7A PDGFRB PDS5B PDSS1 PDXDC1 PER2 PEX5L PFN2 PGM1 PGM3 PGP PHACTR2 PHF13 PHIP PHTF2 PI4K2B PICALM PIEZO2 PIGA PIK3CD PIP4K2A PIP4K2B PLA2G12A PLAGL2 PLEKHM3 PLEKHO2 PLIN3 PLPP6 PLPPR4 PNKD PNPLA1 POLR3E PON2 PPARGC1A PPARGC1B PPID PPP1R12A PPP1R18 PPP1R1C PPP1R2 PPP1R9A PPP3CA PPP3CB PPP3R1 PPP4R4 PPTC7 PRDM1 PRDM13 PRG4 PRICKLE1 PRKAA2 PRLR PROSER1 PRPF40A PRUNE2 PSD3 PSMD7 PTGFRN PTP4A1 PTPDC1 PTPN13 PTPN2 R3HDM1 RAB15 RAB23 RAB27B RAB2A RAB32 RAB38 RAB4B RAB8A RAD23B RAI14 RALGDS RALGPS1 RAP1B RAP2C RAPGEF2 RAPGEF4 RAPH1 RARG RARRES1 RASA1 RASA2 RASD1 RAVER2 RBM12 REEP1 REEP3 RFX6 RFX7 RGS8 RHD RHEBL1 RHOB RIMBP2 RNF122 RNF157 RNF165 RNF220 ROR1 RORA RPRD1A RRAD RRAS2 RTKN2 RTN4IP1 RTN4R RUNDC3B RUNX1 RUNX2 S100PBP SACS SAMD4A SAMD8 SAP30BP SCAF4 SCARA5 SCEL SCML1 SCN1A SCN2A SCN3A SCN8A SCN9A SCYL3 SDAD1 SDK2 SEC22C SEC23A SEC24A SEC61A2 SEMA3A SEMA6B SEPTIN7 SEPTIN8 SETD5 SETD7 SH2B3 SH3PXD2A SH3RF1 SHISA3 SHOC2 SIX1 SIX4 SKP2 SLC12A6 SLC25A21 SLC25A34 SLC25A36 SLC30A4 SLC35A3 SLC35B4 SLC35C1 SLC35F1 SLC35F3 SLC38A2 SLC38A7 SLC4A7 SLC5A3 SLC6A6 SLC7A10 SLC9A8 SLCO6A1 SMAD1 SMAP1 SMDT1 SNAI1 SNAI2 SNTB2 SNX10 SNX16 SNX18 SNX33 SNX8 SOCS1 SOCS3 SOCS6 SOGA1 SOX13 SOX9 SP4 SPAST SPEN SPOCK3 SRGAP3 SRSF10 SRSF7 SSH2 ST8SIA4 STAC STAG2 STIM2 STK17B STK35 STK39 STOX2 STRIP1 STT3B STX16 STX2 STXBP5 SUV39H2 SYNGR3 SYPL1 TAB3 TAF4B TAOK1 TASP1 TBC1D10B TBC1D15 TBC1D2B TBL1XR1 TCIM TDG TENM1 TENM3 TENT2 TENT5A TEPSIN TFDP1 THAP12 TLCD4 TLL2 TM4SF1 TM4SF20 TMCC1 TMEFF1 TMEM121B TMEM170B TMEM181 TMEM229A TMEM87A TMEM87B TMOD2 TNIK TNRC6A TNRC6B TNRC6C TNXB TOGARAM1 TOX TP53INP1 TRAPPC14 TRIM13 TRIO TRPM7 TSEN15 TSPAN2 TTBK1 TTC8 TTLL2 TTLL7 TULP4 TUT7 TWF1 UBAC1 UBE2I UBE2J1 UBE2V1 UBE2V2 UBE3C UBN1 UBN2 UGT2A3 UNC5C USO1 USP37 USP48 VAT1 VAT1L VIM VKORC1L1 VOPP1 VPS26B WASHC4 WDR44 WDR64 WDR7 WDR82 WIPF1 WIPF3 WWP1 XPO1 XPR1 YAF2 YOD1 YPEL2 YPEL5 YTHDC1 YTHDF3 YY2 ZBTB11 ZBTB18 ZBTB41 ZBTB44 ZBTB6 ZCCHC2 ZCCHC3 ZDHHC17 ZEB2 ZFAND1 ZFAND5 ZFC3H1 ZFY ZMYND8 ZNF22-AS1 ZNF280B ZNF286A ZNF382 ZNF507 ZNF518A ZNF519 ZNF521 ZNF608 ZNF644 ZNF704 ZNF711 ZNRF1 ZPBP2 ZXDA MIR30E_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR30E_3P AAK1 ABHD5 ACBD3 ACTR2 ADA ADAMTS5 AKAP5 AKT3 ANTXR2 AP4E1 APC APOBEC3A AR ARF6 ARHGAP28 ARID4A ARL11 ARMC1 ASXL3 ATP11C ATP9B ATRN B9D1 BCCIP BCKDHB BMT2 BRD8 BRWD1 BTNL9 C5orf24 C8orf44 CACNB4 CACYBP CALCA CALHM5 CANX CAPRIN1 CAST CAV1 CCDC112 CCDC184 CCDC186 CCDC6 CCDC80 CCKBR CCN3 CDC40 CDC73 CDKL2 CDKL5 CDKN1B CENPL CEP152 CEP19 CEP350 CEP44 CHCHD4 CHMP1B CHURC1 CLDN14 CMKLR2 CNPY2 COCH COL12A1 COL4A4 COLEC12 CREB1 CREBBP CSNK1E CSNK1G3 CWF19L2 DACH1 DAZ2 DBT DEUP1 DHFR DIP2B DLST DNAI4 DNAJB14 DNAJB4 DNAJB9 DOCK1 DOP1B DTNA ECM2 EGR1 EIF2AK1 ELAPOR2 ELK3 ELOC EMC4 EOGT EP300 EPAS1 EPGN EPS8 ERAP1 ETNK1 EXTL2 FAM104A FAM114A2 FAM171B FAM20B FAM98A FANCD2 FAR1 FBXL20 FBXO22 FCHO2 FGF7 FXR1 GABRG2 GALNT1 GALNT7 GATC GBP1 GFPT1 GGH GM2A GNA12 GOSR1 GPR137C GPR158 GPR176 GPR180 GPRASP2 GTPBP4 GUCY1A2 HDX HIRA HMGA2 HMGN4 HOOK1 HOXB7 HS3ST1 HS3ST5 HSPA5 HYCC1 IARS2 IGF1 IL1B INO80C INTS8 IPCEF1 ITGA1 KANSL1L KCTD16 KLHL11 KLHL5 KMT2A KMT5B KRBA2 KRT10-AS1 KRT6C LACTB LCORL LPGAT1 LRCH1 LRP8 LRRTM2 LSS MAGT1 MAP1B MAP3K2 MAP3K4 MARS2 MCCC2 MED12L MEI4 MEOX2 METTL4 MFAP4 MINDY2 MNT MRPL30 MRTFB MSR1 MTDH MTHFD2 MYO5A MYO5C MYSM1 NAA16 NAA25 NABP1 NAPG NBEAL1 NCOA7 NEGR1 NEMP1 NHS NKRF NOD1 NODAL NOX3 NPAT NPHP3 NPY2R NR2C2 NR3C1 NSL1 NTRK3 NUFIP2 OPRK1 OSBPL11 OSBPL1A OTUD6B P2RY1 PAG1 PAIP2 PALS2 PANK3 PCDH17 PCLO PCSK5 PDE12 PDK1 PDK4 PDXDC1 PHACTR2 PHF24 PHLDA1 PIAS1 PIAS2 PIGBOS1 PIH1D2 PIK3AP1 PLEKHH1 PMEL POGLUT3 POU2F1 POU4F1 PPM1B PPP1R3A PRDM10 PRDM11 PRKAA2 PRLR PRPH2 PSD3 PSIP1 PSMD10 PTEN PTPN21 PTPN3 PYROXD1 RAB3IP RAB8B RALA RALGPS2 RANBP3L RB1 RBM45 RBM7 RCN2 RELT RFK RGS7 RGS7BP RIF1 RNF141 RNF216 RNF217 RNF6 ROBO1 ROCK2 ROR1 RTP4 RUNX1 RUNX1T1 RUNX2 RYR3 SASS6 SBNO1 SCAF11 SCAF4 SCAI SEC62 SELENOT SEMA3C SEMA3E SEMA6D SERTAD2 SESN3 SESTD1 SGCZ SGMS2 SH2D3A SH3D19 SH3GL3 SH3GLB1 SLC10A7 SLC12A1 SLC12A6 SLC25A33 SLC27A6 SLC35F3 SLC36A4 SLC39A10 SLC5A3 SLC6A3 SLITRK3 SLITRK6 SMAD2 SMG1 SNAP91 SNRK SNX18 SOCS6 SOD2 SOS2 SP3 SPIRE2 SRSF4 SS18 SSR1 STAU1 STIM2 STK38L SUB1 SUV39H2 SYNJ2 SYNRG SYT14 SYT4 TBC1D23 TCEAL6 TCP11L1 TEAD1 TENM1 THOC2 TLK2 TMEM47 TMPRSS11D TNFSF13B TNRC6B TOB1 TOMM20 TPK1 TPR TPTEP2-CSNK1E TRIM33 TRIM72 TRMT10B TSHR TSPAN13 TTPAL TUBGCP5 TULP4 TUSC3 TWNK TXLNB UBE2G1 UBE2J1 UBL3 UBR5 UBXN2B UFSP2 USP1 USP38 VANGL1 VCPIP1 VGLL3 WDR44 XPNPEP3 YARS2 YPEL5 YTHDF3 YWHAE ZBTB18 ZBTB41 ZC3H14 ZCCHC10 ZCCHC14 ZDHHC21 ZEB2 ZFHX3 ZNF107 ZNF138 ZNF280B ZNF35 ZNF426 ZNF430 ZNF566 ZNF704 ZNF827 ZNHIT6 ZNRF3 MIR30E_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR30E_5P A1CF ABCC9 ABHD10 ABL1 ACTC1 ACTR1A ACTR3C ACVR1 ADAM12 ADAM19 ADAM22 ADAM9 ADAMTS3 ADAMTS6 ADAMTS9 ADGRA2 ADGRA3 ADGRL3 ADO ADRA1D ADRA2A AFAP1L2 AFF4 AGO3 ALG10 ALG10B ANKHD1 ANKRA2 ANKRD17 ANO4 ANXA2R AP4E1 APBA1 ARAF ARHGAP26 ARHGAP29 ARHGEF6 ARID1A ARID4A ARID5B ARMH3 ASB2 ASB3 ASB4 ATF1 ATG12 ATG5 ATL2 ATOSA ATP2A2 ATP2B1 ATRN ATXN1 AVEN AVL9 AZIN1 B3GNT5 B4GALT6 BAHD1 BCL10 BCL11B BCL2L11 BCL9 BCOR BDP1 BECN1 BMT2 BNC1 BNC2 BNIP3L BRAP BRD1 BRWD1 BRWD3 C14orf28 C3orf14 C4orf19 C9orf72 CACHD1 CACNB2 CADPS CALCR CALU CAMK2D CAMK2N1 CAMK2N2 CAMK4 CAMKK2 CAND1 CAPN5 CAPZA1 CARF CARS1 CBFB CBLB CBX2 CCDC117 CCDC120 CCDC43 CCDC6 CCDC97 CCNA1 CCNE2 CCNJL CCNK CCNT2 CD2AP CDC37L1 CDCA7 CDH20 CDK12 CECR2 CELSR3 CEP170 CEP350 CEP41 CERS6 CERT1 CFAP97 CFL2 CHD1 CHD7 CHIC1 CHL1 CHMP2B CHST1 CHST2 CLOCK CMTM4 CNKSR2 CNOT6 CNOT9 CNST COL13A1 COL25A1 COL9A3 CPEB3 CPNE8 CPSF6 CRACDL CRKL CSAD CSGALNACT1 CSNK1A1 CSNK1G1 CTHRC1 CUL2 CYB561 CYP24A1 CYP3A5 DACT1 DCTN4 DCUN1D1 DCUN1D3 DDAH1 DDIT4 DDX59 DENND1B DESI2 DGKH DIPK2A DLG5 DLGAP1 DLGAP4 DLL4 DMXL2 DNAJC13 DNAJC25-GNG10 DNMT3A DOCK7 DOK5 DOLPP1 DPY19L1 DPY19L3 DPYSL2 DSG2 DSTYK E2F7 EDC3 EDEM3 EDNRA EEA1 EED EEF1A1 EFNA3 EIF5A2 ELAVL2 ELAVL4 ELL2 ELMOD2 ELOVL2 ELOVL5 EML1 EML4 EPB41 EPC2 EPG5 ERG ERICH3 ERLIN1 ERRFI1 ESCO1 ESPN EXOC6 EXTL2 FAM110B FAM133A FAM13A FAM13C FAM199X FAM210B FAM229B FAM43A FAM83F FAM91A1 FAP FBXL17 FBXL20 FBXO32 FBXO34 FBXO45 FGD6 FHIP2A FIGN FKBP3 FLVCR1 FLVCR2 FNDC3A FNIP2 FOXD1 FOXG1 FRMD6 FRMPD1 FRZB FZD3 GABRB1 GALNT1 GALNT2 GALNT7 GAREM1 GARRE1 GATM GCLC GDE1 GFPT2 GIGYF2 GJA1 GLCCI1 GLDC GLI2 GMEB2 GMNC GNA13 GNAI2 GNG10 GNPDA1 GOLGA1 GOLGA4 GOLGA6C GOLGA8A GPCPD1 GPR19 GPT2 GRB10 GRIA2 GRIN2A GRM3 GRM5 GSKIP HACE1 HBS1L HCFC2 HDAC9 HIC2 HIPK2 HIVEP1 HNRNPUL2 HOXA1 HYCC2 IDE IDH1 IFNAR2 IGF2R IL1RAPL2 IL36RN INO80D INPP4A IP6K3 IQCB1 IRF2BP2 IRF4 IRS1 IRX4 ITGA6 ITGA8 ITGB3 ITPK1 JADE3 JAKMIP2 JDP2 JOSD1 JPH4 KATNBL1 KCNA4 KCTD16 KCTD7 KCTD8 KDM3A KIAA0408 KIAA1522 KIAA1549 KIAA2026 KIF11 KIF16B KLF10 KLF12 KLF8 KLF9 KLHL20 KLHL28 KMT2A KMT2C KPNA6 KRAS KSR1 KXD1 LARGE1 LCLAT1 LCORL LGI1 LHX1 LHX8 LIFR LIMCH1 LIN28A LIN28B LINC03034 LMBR1 LMBR1L LMLN LOX LPGAT1 LPP LRFN2 LRP6 LRRC17 LRRC40 LRRC8B LRRC8C LRRC8D LRRK2 LYN LYPLAL1 LYRM7 MAB21L1 MAFG MAML1 MAN1A2 MAP3K13 MAP3K2 MAP3K21 MAP3K5 MAP3K7 MAP4K4 MAP6 MAPK8 MARCHF4 MARCHF6 MARCHF8 MARK1 MAST3 MAST4 MAT2A MBNL3 MBOAT1 MBTPS2 MCF2L ME1 MED12L MEIOB MEOX2 MEX3B MEX3C MFHAS1 MFSD6 MIA3 MIER2 MIER3 MKRN3 MLXIP MMD MPZL3 MROH9 MRPL19 MSI2 MTDH MXRA5 MYBL2 MYH11 MYO1H MYO5A MZT1 NAA25 NAALADL2 NADK NAP1L2 NAPG NAV3 NCALD NCAM1 NDEL1 NDUFC2 NECAP1 NEDD4 NEFL NEFM NEURL1B NEUROD1 NF1 NFAT5 NFATC2 NFATC3 NFIB NHLH2 NHS NKX2-2 NLGN1 NR4A2 NR5A2 NR6A1 NRG3 NRIP1 NSG1 NT5E NTNG1 NUCKS1 NUFIP2 NUP93 NUS1 OGA OMG OSBPL8 OSTM1 OTUD4 OTUD6B OVOL1 OXR1 P4HA1 P4HA2 PAAF1 PALM2AKAP2 PAPOLA PAPOLB PAWR PAX3 PAXBP1 PCDH17 PCGF5 PCMTD2 PDCD10 PDE4D PDE7A PDGFRB PDS5B PDSS1 PDXDC1 PER2 PEX5L PFN2 PGM1 PGM3 PGP PHACTR2 PHF13 PHIP PHTF2 PI4K2B PICALM PIEZO2 PIGA PIK3CD PIP4K2A PIP4K2B PLA2G12A PLAGL2 PLEKHM3 PLEKHO2 PLIN3 PLPP6 PLPPR4 PNKD PNPLA1 POLR3E PON2 PPARGC1A PPARGC1B PPID PPP1R12A PPP1R18 PPP1R1C PPP1R2 PPP1R9A PPP3CA PPP3CB PPP3R1 PPP4R4 PPTC7 PRDM1 PRDM13 PRG4 PRICKLE1 PRKAA2 PRLR PROSER1 PRPF40A PRUNE2 PSD3 PSMD7 PTGFRN PTP4A1 PTPDC1 PTPN13 PTPN2 R3HDM1 RAB15 RAB23 RAB27B RAB2A RAB32 RAB38 RAB4B RAB8A RAD23B RAI14 RALGDS RALGPS1 RAP1B RAP2C RAPGEF2 RAPGEF4 RAPH1 RARG RARRES1 RASA1 RASA2 RASD1 RAVER2 RBM12 REEP1 REEP3 RFX6 RFX7 RGS8 RHD RHEBL1 RHOB RIMBP2 RNF122 RNF157 RNF165 RNF220 ROR1 RORA RPRD1A RRAD RRAS2 RTKN2 RTN4IP1 RTN4R RUNDC3B RUNX1 RUNX2 S100PBP SACS SAMD4A SAMD8 SAP30BP SCAF4 SCARA5 SCEL SCML1 SCN1A SCN2A SCN3A SCN8A SCN9A SCYL3 SDAD1 SDK2 SEC22C SEC23A SEC24A SEC61A2 SEMA3A SEMA6B SEPTIN7 SEPTIN8 SETD5 SETD7 SH2B3 SH3PXD2A SH3RF1 SHISA3 SHOC2 SIX1 SIX4 SKP2 SLC12A6 SLC25A21 SLC25A34 SLC25A36 SLC30A4 SLC35A3 SLC35B4 SLC35C1 SLC35F1 SLC35F3 SLC38A2 SLC38A7 SLC4A7 SLC5A3 SLC6A6 SLC7A10 SLC9A8 SLCO6A1 SMAD1 SMAP1 SMDT1 SNAI1 SNAI2 SNTB2 SNX10 SNX16 SNX18 SNX33 SNX8 SOCS1 SOCS3 SOCS6 SOGA1 SOX13 SOX9 SP4 SPAST SPEN SPOCK3 SRGAP3 SRSF10 SRSF7 SSH2 ST8SIA4 STAC STAG2 STIM2 STK17B STK35 STK39 STOX2 STRIP1 STT3B STX16 STX2 STXBP5 SUV39H2 SYNGR3 SYPL1 TAB3 TAF4B TAOK1 TASP1 TBC1D10B TBC1D15 TBC1D2B TBL1XR1 TCIM TDG TENM1 TENM3 TENT2 TENT5A TEPSIN TFDP1 THAP12 TLCD4 TLL2 TM4SF1 TM4SF20 TMCC1 TMEFF1 TMEM170B TMEM181 TMEM229A TMEM87A TMEM87B TMOD2 TNIK TNRC6A TNRC6B TNRC6C TNXB TOGARAM1 TOX TP53INP1 TRAPPC14 TRIM13 TRIO TRPM7 TSEN15 TSPAN2 TTBK1 TTC8 TTLL2 TTLL7 TULP4 TUT7 TWF1 UBAC1 UBE2I UBE2J1 UBE2V1 UBE2V2 UBE3C UBN1 UBN2 UGT2A3 UNC5C USO1 USP37 USP48 VAT1 VAT1L VIM VKORC1L1 VOPP1 VPS26B WASHC4 WDR44 WDR64 WDR7 WDR82 WIPF1 WIPF3 WWP1 XPO1 XPR1 YAF2 YOD1 YPEL2 YPEL5 YTHDC1 YTHDF3 YY2 ZBTB11 ZBTB18 ZBTB41 ZBTB44 ZBTB6 ZCCHC2 ZCCHC3 ZDHHC17 ZEB2 ZFAND1 ZFAND5 ZFC3H1 ZFY ZMYND8 ZNF22-AS1 ZNF280B ZNF286A ZNF382 ZNF507 ZNF518A ZNF519 ZNF521 ZNF608 ZNF644 ZNF704 ZNF711 ZNRF1 ZPBP2 ZXDA MIR3115 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3115 AEBP2 ALDH1A2 ARFGEF1 BLID BTF3L4 C18orf63 C8orf44 CDC6 CDKL4 CHAC1 CRPPA DCC DCX DYNC1I2 ELOC FOXJ2 GAPT GPR17 GPRC5B HOMER1 ISCU KRT40 MGST2 MTRR PDE5A PGR PICALM PRKD3 PROSER1 RAB11FIP1 RPP30 SCLT1 SDR16C5 SNW1 TBX18 YRDC ZDHHC9 ZNF195 ZNF664 MIR3116 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3116 ABCC1 ACSBG1 ADCY1 AKIRIN1 ARHGAP31 ARID4A ARRB1 ARSD ATXN7L1 AZI2 C6orf120 CA8 CALR CBL CCDC73 CDK6 CLTCL1 CYB561D1 DDX53 DIP2B DNAI2 DNM3 DOCK3 DPM2 EFCAB14 ELAVL1 EMX1 ERG28 FAM169A FEZF2 FHIP2B FHL2 FOXP1 GRAMD1B HHLA2 IL1RL1 IQGAP3 KANSL1L KCNE1 KCNIP2 KCNQ5 KCTD12 KCTD5 LACC1 LDLRAD3 LSM14A MAP7 MECP2 MEOX2 MICALL1 MLEC MRPL43 MTURN NCOA3 NECAP1 NIPBL NOL11 NRCAM NWD1 NYX OSTM1 OTX2 PEX2 PHKG2 POLR1B PPP3CB PRAMEF1 PRAMEF13 PRAMEF14 PRAMEF2 PSMD10 PTPN20 RAB7B RAD50 RASL12 RASSF2 RBPJL RECQL5 RNGTT SAA2 SAP30L SCN2B SEMA4G SESN2 SH3BP2 SHLD2 SLC6A9 SMIM24 SOCS4 SOX13 SPATA22 SPOUT1 STK26 STPG4 TBKBP1 TMEM265 TSPAN11 TTC28 UBE2V1 WNT4 WT1 ZDHHC22 ZNF134 ZNF382 MIR3117_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3117_3P AFTPH ANO4 APOL6 ASNS AZI2 C21orf91 CADPS CD274 CHM CLDN18 COLGALT2 CSRNP3 DIP2B DISC1 FAM120C FAM222B GLRA2 GPT2 HAVCR1 KHDRBS1 KRAS LHX2 LRRTM4 NAP1L3 NID1 PAPOLB PSAT1 RALA SCUBE2 STAG2 SYNCRIP UBXN10 ZHX2 ZNF441 ZNF680 MIR3117_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3117_5P ADSS1 ANKRD34B ARMCX3 BICD2 CAPZA1 CAPZA2 CDK8 CLEC12B CNEP1R1 DDX17 DDX46 EIF3H ERC1 FAM124B FASTKD3 FAT1 GPAT3 GRM8 HIPK3 IL36G INPP4A ITPKB KATNBL1 KRAS LYPD5 MAPK9 MBNL1 MED14OS MICAL2 MRPS6 MYRIP NCAM1 NF1 PCDH17 PCDHB5 PTCHD1 PTPRZ1 RBCK1 RCHY1 RCOR1 RHPN2 RIT1 RTN4IP1 SCEL SEC24A SESN3 SGCD SLC16A1 SLC25A48 SLC5A3 STAT5B TCF12 TRIM43 UBQLN1 VRK2 ZNF235 ZNF500 ZNF587B ZSWIM6 MIR3118 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3118 ACSBG1 ANKRD50 BNC2 C1orf115 CCDC77 CDNF CEP41 CEP85L CLCC1 CLDN16 CLEC1A COPS6 CPSF6 CRY1 EPOR ERCC6 GABBR1 GLDN GRIK2 GYPE ITGA9 ITGB1 KIAA0040 KLHL14 KPNA5 KRAS KRT12 LVRN MBD4 MBNL1 MMP24 MMRN1 MOSPD1 MS4A2 NSUN5 NT5E NUP98 OSMR PDCD7 PIK3C2A PKD2 PLCH1 PLD1 PPM1L PPP1R7 PRLR PROP1 RAB27A RELT REPS1 RHOQ RIMS2 RMND5A RNF103 SDC3 SLC25A34 SLC25A5 SLC30A4 SLC4A4 SLC5A1 SYNM TBC1D7 TCF21 TCHP TESMIN TMEM248 TMPRSS11A TOMM7 USP9X XCL1 ZFPM2 ZMAT5 ZNF28 ZNF561 ZNF711 MIR3119 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3119 ABCA5 ABCE1 ABHD17C ACTC1 ACTR3B ADCYAP1R1 ADNP AFDN AFF1 AK3 AMFR ANGPTL2 ANKRD22 ANKRD33B ANLN AQP4 ARHGAP5 ARMC8 ARMS2 ASB14 ASIC5 ATG14 ATOSB ATP10B BAZ2B BCAP29 BMAL1 BMPR2 BNC2 BRWD1 BTAF1 BTG2 BZW2 C10orf88 C16orf90 C6orf120 C6orf141 CAAP1 CACNA1E CACNA1I CALML4 CAMKK1 CAP2 CARMIL1 CASD1 CBL CCDC134 CCDC85C CCNQ CD2BP2 CD47 CD58 CD68 CDCA2 CDH20 CEACAM6 CEACAM7 CEP41 CEPT1 CERCAM CGGBP1 CHMP4B CLDN3 CLEC12A CLEC2B CMTM3 CNGA3 CNGB3 COL5A1 CORIN CPLX2 CTNNB1 CTTNBP2 CYP27C1 CYP2R1 DCSTAMP DDX60L DENND1B DFFA DGKH DNAJC27 DRD1 DTL DYNC2H1 ECHDC3 EHD4 EIF2B2 EMP2 ENSG00000275993 ENTPD1 ENTPD4 ENTPD7 ERI2 ETNK1 ETV7 EXTL2 FAM86B1 FAM86C1P FAS FASTKD5 FBXO33 FKBP11 FMOD FNIP1 FOXN3 FOXO1 FRMD4B FRMPD4 FZD2 FZD4 GBE1 GCH1 GCLC GDAP1L1 GDI2 GEMIN8 GJC3 GK5 GLRB GNA14 GORAB GRAP2 GRIA2 GRIA3 GRID2 GRIK3 GRIP1 HDAC9 HDLBP HECTD2 HIPK1 HMGB2 HMOX2 HNRNPK HOMER1 HOXA1 HOXA10 HP1BP3 HSDL2 HYDIN HYKK IER5L IKZF3 IL13RA1 IL31RA IL6ST ILDR2 ILRUN INO80D IQCH IQCK IREB2 IRF2BP2 ITGA1 ITGAV JAKMIP2 JARID2 KANSL1L KATNBL1 KCNAB3 KCNN3 KIAA1549 KIF3B KLF4 KLHL8 KLRK1 LANCL2 LEF1 LGALSL LIFR LINC02873 LNX1 LONRF1 LRAT LUC7L3 MAN1A1 MAN2A1 MAPK10 MAPRE2 MARVELD1 MASP2 MDH2 MEF2A MEGF6 MEIG1 MELTF METTL8 METTL9 MFAP5 MFHAS1 MFSD6 MFSD9 MOB1B MOCS2 MOSMO MTCL1 MTDH MTMR12 MXD3 MYO1C MYO9A N4BP2L1 NAA30 NAMPT NBEA NF1 NFATC3 NISCH NOL4 NPDC1 NR3C2 NRF1 NRXN1 NUCKS1 NUMB NUP153 NUP88 NWD2 OGFRL1 OSBPL8 PABPC4 PAK5 PALS1 PAX5 PCSK2 PCSK5 PDE1C PDE5A PDE8B PDZRN4 PGGT1B PHACTR2 PHF3 PHOSPHO1 PICALM PIK3R1 PIM2 PLXND1 POLR1F PPDPFL PPM1E PPP4R3B PPP6C PPTC7 PRKAR2B PRLR PRPF40A PRRX1 PSD3 PTP4A1 PTPN11 PTPRT PURA PURG PYGO1 RAB14 RAB6A RAB6C RAP1B RAP1GDS1 RASL11B RBAK RCOR3 RELN RFX3 RGL1 RNF138 RNF165 ROCK1 ROCK2 RRP1B RUNDC3B RUNX2 SCIN SCUBE3 SEC62 SETBP1 SGPP1 SHISA6 SHROOM4 SIK1 SIPA1 SIRT1 SLC15A5 SLC24A2 SLC25A28 SLC25A5 SLC26A4 SLC2A6 SLC30A7 SLC35G3 SLC49A4 SLC4A8 SLITRK5 SLMAP SMIM13 SNRNP40 SNTB2 SNX16 SNX18 SON SORT1 SP3 SPCS3 ST6GAL2 STEEP1 STK38L STRBP STX3 SYT2 TBK1 TBX6 TCF7L2 TEAD1 TENM3 TENM4 TGM2 TLN2 TLX1 TMEM168 TMEM64 TMX4 TNFAIP8L1 TNKS1BP1 TNNT2 TRAT1 TREML2 TRPC1 TSEN54 TSHZ2 TSPAN31 TXNIP UBE2O UBE2W UBXN10 UHRF1 UNC13A UQCRB VAT1 VLDLR WDSUB1 WIPF1 WNT3 WSCD2 WTAP XBP1 YWHAE ZAR1 ZBTB44 ZFAND3 ZFTA ZIC1 ZMAT1 ZNF107 ZNF131 ZNF138 ZNF143 ZNF268 ZNF274 ZNF362 ZNF385B ZNF426 ZNF428 ZNF430 ZNF518A ZNF549 ZNF559 ZNF559-ZNF177 ZNF568 ZNF596 ZNF667 ZNF718 ZNF831 MIR3120_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3120_3P AAK1 ABCC5 ABTB2 ACAP2 ACKR4 ADAM23 ADGRL3 ADIPOR2 ADNP AFF1 AKAP1 AKIRIN2 ALKBH1 ANK2 ANK3 APBB2 APC ARF3 ARF6 ARFGEF1 ARHGAP20 ARID1B ARIH1 ARL6IP1 ARPC5 ARRDC3 ASAH1 ASAH2B ASXL3 ATAD2B ATL2 AUTS2 BAZ1A BBX BMP6 C18orf32 C2CD6 CA10 CAB39 CACNB2 CAPN7 CCNT2 CD2AP CDK6 CEBPZ CELF2 CENPQ CEP20 CEP97 CFAP65 CLDN12 CLOCK CLTC CNBP CNIH4 CNKSR2 CNTFR COL12A1 COL6A5 CREBRF CRIPT CROT CTNNB1 CTNND2 CUL3 CXCR4 CYP4Z1 DAGLA DCAF1 DCUN1D4 DDA1 DICER1 DNAJC6 DOCK10 DOCK8 DPH3 DPM1 EBAG9 EDRF1 EFR3A EGFL8 EID1 EIF4E EIF4EBP2 ELFN1 ENC1 ENPP1 EPC1 EPG5 EPM2AIP1 ERBIN ETF1 ETV1 ETV5 FAM174A FAM43A FBXL3 FBXO30 FBXO45 FEM1C FGF8 FKBP1B FOXD2 FOXN2 G3BP2 GAB1 GAB3 GCSAML GDAP2 GLCE GLI3 GNAI3 GNB1 GPATCH2L GPATCH8 GPD2 GPR180 GRIA4 GRIK3 GSE1 GTF2A1 GYG1 GZF1 HACD3 HIC2 HIF1A HOMER1 HS2ST1 HTR2A IAPP IDS IKZF2 IL12B INSIG2 IPO5 IRAK4 JPH1 KAT6A KIAA1143 KIAA1217 KIAA1549 KIAA2026 KIF13A KIF1B KIF21B KLHL13 KMT5B KRIT1 KRT86 LIN28A LRIT3 LYSMD2 MAF MAP2 MAPK8 MARCHF5 MBNL1 MCM3 MDFI MED21 MEF2A MEI4 METTL8 MEX3C MIDEAS MMADHC MRPL44 MRTFB MSI2 MTMR4 MTMR9 MYH9 MYNN MYO10 N4BP2 NAA50 NCK1 NDRG4 NEDD4L NKX2-5 NLK NPAT NR2E1 NR3C1 NRAS NRCAM NUFIP2 NYAP2 OGFRL1 OLFM3 OTUD1 PAF1 PAK2 PCDH19 PDE1C PDE4B PDGFB PDK3 PDPN PEAK1 PEG10 PEX5L PHF3 PLAG1 PLEKHA3 PLEKHA8 POLQ POTEM POU4F2 PPM1K PPP4R1 PRKAG2 PRKAR1A PRKAR2A PRTG PTBP3 PTGDR2 PTPN11 PTPRJ PXYLP1 RAB14 RAB2B RALGPS1 RASA1 RBL2 RBM12 RBMS1 RBX1 RIC1 RNF166 RNF32 RNMT RPA3 RPL17-C18orf32 RRAS RSBN1 RSF1 RTF1 S100PBP SBNO1 SCAF4 SCAI SCN8A SECISBP2L SERPINE2 SH3PXD2A SIKE1 SKIL SLBP SLC16A1 SLC30A4 SLC35F5 SLC39A14 SLC5A1 SLC7A14 SLC7A2 SLFN11 SLFN13 SMAD1 SMARCAD1 SMG7 SNX29 SOCS7 SORBS1 SPAG9 SPDYE3 SPG21 SPTLC2 SRGAP3 SRSF2 SRSF3 SSH2 STAG1 STAT3 STK17A STMN1 STXBP5 SUMO3 SURF4 SYNJ1 SYNJ2BP SYT15 SYT3 TAF9B TANC2 TAOK1 TARDBP TAT TBPL1 TBR1 TCF7L2 TGDS TGFB2 TGIF2 THAP12 THBS2 TLE4 TLR8 TMEM255A TMEM60 TMEM61 TMEM9B TNRC6B TRANK1 TRIB2 TRIP12 TTC30B TTC39A TUBB3 TUBE1 UBE2I UBE2K UGCG UNC5C UNC93A USP14 USP31 USP37 USP9X VAPA VAPB VDAC1 WASL WDR26 WEE1 WFDC12 WNK3 ZBTB10 ZBTB39 ZBTB43 ZC2HC1A ZC3H11A ZC3H12C ZDHHC17 ZFP28 ZFPM2 ZFYVE28 ZMYND19 ZNF142 ZNF546 ZNF608 ZNF620 ZNF662 ZNF704 ZNF706 ZNF879 MIR3120_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3120_5P ADGRF5 AKAP6 ASPN ATP9B ATXN2L BDP1 BRAP C2orf72 CCDC47 CEP72 CIAO2A CNOT2 CNTF COG6 COL15A1 CREB3L3 CTIF CX3CL1 DCTN5 DOCK3 DSCAM DSCAML1 DYRK1A EIF2AK4 EPHA3 FAM149A FEM1B GALNT6 GRIN1 HIVEP1 HSPB7 IPO9 KCNC4 KMT2C LEPR MKRN1 MPC2 N4BP2 NAA15 NAT8L NFIA NR4A3 NSD1 OLR1 PDAP1 PFN2 PKDCC PLGLB1 PLGLB2 PLPP3 POLR2F POU2F3 PSEN1 PTPN18 RBMS2 RCOR3 SCAMP1 SCN8A SEC23A SH3BGRL2 SMAD3 SMAD4 SNPH SOX14 SPPL3 ST13 STMP1 STN1 STX3 SULT1C4 SYNGR3 TBC1D5 TLL1 TMEM106A TMTC2 TREML2 VMAC WBP1L WDR6 WNT9B ZNF140 ZNF527 ZRANB1 MIR3121_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3121_3P A4GNT ABCA13 ABCB7 ABCC9 ABHD13 ABL2 ABT1 ABTB2 ACSBG1 ACTR3 ACVR1B ACVR2A ADAMTS4 ADM AFG1L AGFG1 AGRN AHCTF1 AIDA AJAP1 AK9 AKAP10 AKAP11 AKNA ALDH1A2 ALDOB ALG10B AMPH ANKIB1 ANKRD12 ANKRD42 ANKRD52 ANO5 APOO APPL2 ARHGAP17 ARHGAP5 ARID3A ARL1 ARL15 ARL5B ARMT1 ARSJ ASAP2 ASB5 ASB7 ASPH ATL2 ATL3 ATP11B ATP13A3 ATP2A2 ATP8B1 ATXN1 ATXN7 ATXN7L1 AVIL AZI2 B3GALT2 B4GALT3 BAZ2B BDNF BEND4 BIRC6 BNC1 BOLA3 BPTF BRPF3 BTBD1 C12orf75 C1orf146 C2CD2L C8orf34 CACNA1C CACNA2D2 CAGE1 CALHM5 CAMK1 CAMSAP2 CASK CBFB CBX7 CCDC88C CCK CCL20 CCNE2 CCNJL CCNY CD109 CD164 CD200R1 CD24 CD274 CD44 CDC42SE2 CDC73 CDK19 CDKN1C CDKN2AIP CDKN2D CDR2 CEMIP CEP85L CEP97 CETN3 CHD6 CHD9 CHMP3 CKAP2 CLDN8 CNOT6L CNOT7 COG6 COL12A1 COL25A1 COL2A1 COLCA1 COLGALT2 COQ10B COX11 COX8A CPEB2 CPNE8 CREB5 CREBL2 CREBRF CRHBP CSF1 CSF3 CSRNP2 CSRNP3 CUX1 CXorf38 CYBRD1 CYTH1 CYTH3 DAAM1 DAAM2 DCAF5 DCUN1D1 DDX5 DENND5A DEPDC1 DESI1 DGKH DHPS DHX15 DIMT1 DIXDC1 DMXL2 DNAJB12 DNAJB14 DNMT3A DNMT3B DPH6 DPP10 DRD1 DROSHA DSC2 DTD2 DUSP19 DVL2 DYNLRB2 DYRK1B EAF1 EBF2 EDNRB EEA1 EEIG2 EFCAB14 EFHC2 EGLN1 EGR1 EHF EIF5A2 ELAVL1 ELAVL3 ELL ELMOD2 ELP1 EML2 ENC1 ENTPD7 EOGT EPC1 EPC2 EPHA3 EPHA4 EPHA7 ERLIN2 EVC2 EXPH5 F3 FAM131A FAM72A FAM72B FAM72C FAM72D FAM8A1 FAS FBXL3 FBXO28 FBXO8 FEM1B FERMT2 FEZF2 FHIP2A FKBP7 FMNL2 FNBP1L FREM1 FRS2 FRS3 FURIN FZD2 FZD6 G3BP1 GABPA GABPB1 GABRA4 GABRB2 GALK2 GARIN1B GCFC2 GEM GIGYF2 GK5 GLIPR1L2 GLRB GNA11 GNAQ GNB4 GNRHR GOLGA4 GPALPP1 GPATCH1 GPC3 GPR37 GRM1 GSE1 GSKIP H1-8 H2AZ2 HELZ2 HIC2 HIF1A HNRNPA2B1 HOOK3 HS3ST5 HSPA5 HSPH1 HYCC2 HYOU1 IFFO2 IFNA1 IFNG IFRD1 IFT81 IGFBP5 IGHMBP2 IKZF2 IL10 IL17A IL1RAP IL2 IL22RA2 IL24 IL9 INTS6 IP6K3 IPO7 IQCB1 IRS2 ISY1-RAB43 ITCH ITGA3 ITGA7 ITPRIPL2 JAM3 JAZF1 JCAD JKAMP JUNB KANSL1 KAT2B KATNBL1 KCNAB1 KCNB1 KCNH7 KCNK1 KCNMB2 KCTD9 KDM7A KHDRBS2 KIAA1328 KIF1A KIF21A KIF5B KLHL42 KLHL7 KMT2C KRTAP19-3 LARP4 LATS1 LDB2 LDLR LEPROTL1 LGALSL LHX6 LIF LMO7DN LPP LRAT LRATD2 LRCH2 LRCH4 LRP12 LRRC4 LSAMP LYPLA1 LYRM7 LZTS1 MAFB MALRD1 MAML2 MAP1A MAP2 MAP2K4 MAP3K10 MAP7D1 MAPK6 MAPK9 MBNL3 MBOAT2 MBTPS2 MCMBP MECOM MECP2 MEIOC MEIOSIN MET MEX3A MITF MLLT3 MOB1A MON2 MORC3 MOSPD1 MPHOSPH9 MPPED2 MPZL1 MSI2 MSX1 MTHFD2L MTMR11 MTX3 MXD1 NAA16 NAIP NALCN NAPB NAV2 NCKAP5 NDUFB4 NEDD1 NEDD4L NEUROD1 NEUROG2 NR2C1 NR3C1 NRARP NSMAF NT5DC3 NTRK2 NUF2 NUP188 NUP58 NXT1 OSBPL3 OSTF1 OVOL1 P2RY13 PABIR3 PABPC5 PAFAH2 PAK4 PANK4 PAPSS2 PAQR5 PARP9 PCF11 PCMTD1 PDE1A PDE2A PDE3A PDE6D PDGFC PDS5A PELI1 PGBD5 PGF PHACTR2 PHF12 PHF14 PHF20 PHF8 PIAS3 PIBF1 PICALM PIGN PIK3CA PKN2 PLEKHA6 PLEKHG1 PLPPR4 PLXNC1 POMGNT1 POU3F1 POU3F2 PPFIBP1 PPM1B PPP2R5B PPP3CC PRDM1 PRDM16 PRICKLE1 PROM1 PRPF40A PRR12 PRRC1 PRTG PTBP2 PTF1A PTGER3 PTS PUM3 RAB27A RAB43 RAB5A RADIL RANBP6 RAP1GAP RAP2B RAPH1 RARG RASGRP3 RBM18 RBM24 RBP4 RCAN2 RET REV1 RGPD4 RHOQ RIMKLB RINT1 RNASEK RNF103-CHMP3 RNF19A ROBO1 RPTOR RSKR RSPO2 RUNX2 RXRA RYBP SAMD4A SATB1 SATB2 SCAF4 SCN3A SCRT2 SCYL1 SDC2 SDC4 SDE2 SEC22C SEC63 SEMA3C SEMA3F SENP2 SEPHS1 SESN3 SGCB SGCZ SGK1 SGK3 SHH SIKE1 SIN3B SIPA1L3 SIVA1 SKI SKIL SKP2 SLC16A9 SLC17A6 SLC23A2 SLC25A11 SLC25A17 SLC2A13 SLC30A1 SLC30A7 SLC30A8 SLC35D1 SLC35G1 SLC37A4 SLC39A1 SLC7A1 SLCO1A2 SMAD2 SMIM13 SMURF1 SMURF2 SNAPC1 SOX6 SP7 SPART SPDYA SPDYE1 SPDYE3 SPDYE5 SPDYE6 SPHKAP SPPL3 SPTSSA SRGAP2 SRPX SRSF10 SS18L1 SSX2IP ST3GAL5 ST6GALNAC3 STAM2 STIM2 STRN4 SUCO SULT1E1 SULT4A1 SUZ12 SYNE3 SYNPR SYP TAOK1 TBC1D2B TBC1D9 TBCCD1 TBL1X TBPL1 TBX4 TCF21 TCIM TESK2 THAP11 TIMM17A TMCC2 TMEM163 TMEM241 TMEM259 TMEM267 TMEM39A TMEM53 TMOD2 TMTC1 TMX3 TNF TNFRSF11B TNFSF9 TNK2 TNRC6A TOM1L1 TOX2 TPGS2 TPH1 TPRG1L TPST2 TRAPPC11 TRIB2 TRIL TRIP13 TRPC1 TRPM8 TSHZ2 TTC9 TUBE1 TVP23B TVP23C TWF1 TWIST1 TXNDC15 TXNDC8 TYRP1 UBE2D1 UGT1A10 UGT1A6 UGT1A9 UMPS UNC119B UNC5C UNC79 USF3 USP25 USP9X UTP14A VAMP7 VCAN VGLL3 VSTM4 VWC2 WDFY3 WIPF1 WNT1 WWP1 WWTR1 XPR1 YIPF6 ZBTB1 ZBTB10 ZBTB11 ZBTB20 ZC2HC1A ZEB2 ZFAND1 ZFPM2 ZFYVE28 ZMAT3 ZNF334 ZNF362 ZNF365 ZNF396 ZNF454 ZNF519 ZNF529 ZNF597 ZNF600 ZNF641 ZNF680 ZNF705A ZNF705D ZNF705EP ZNF709 ZNF793 ZNF804A ZNF85 ZNF850 ZSWIM4 MIR3121_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3121_5P ABCA12 ADAM20 ADAMTS8 ADARB1 AMIGO2 ANKRD16 ARHGEF3 ATP6V1C1 B3GALT2 BCL6 BMPR1B BTLA C14orf132 C1RL C1orf21 CADM2 CBFA2T3 CD160 CD93 CDK8 CDON CLASP1 CNTN3 CSNK1G1 CTSC CYP4F22 DAG1 DIP2C DSG2 ELFN1 ENPP5 ENSG00000291316 EPB41L1 FAF2 FAM168B FAM53C FGF12 FRZB GABRA4 GATA3 GOLT1B GPM6B GPN2 GRIK3 GSKIP HAPSTR1 IPCEF1 KAT6B KCNMA1 LPGAT1 LRP8 LZIC MGST1 MTHFD2 NDUFA10 NLRP4 NR3C2 NRXN1 NUFIP2 OSBP PAX9 PCLO PELI1 PHF6 PITPNC1 PLCB1 PMPCB POU2F1 PPP3CB PRICKLE2 PRPF40A RAB30 RILPL2 RNF112 SEMA4G SEMA6D SEPHS1 SH3TC2 SLC35B3 SLC6A8 SLC7A14 SPAG9 STIM2 SYNC TAF1 TAOK1 TCEAL7 TENM3 TIMM8B TLR3 TMEM14B TMEM86A TMEM97 TMPRSS11D TRAM1L1 TRIM22 UBAP1 UBXN10 WRNIP1 YIPF2 ZBTB1 ZBTB14 ZNF407 ZNF728 MIR3122 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3122 ACMSD AP1G2 APOBEC3F BCO2 C11orf58 C2orf88 CBX2 CDK19 CEP20 CLIP3 COX15 CSGALNACT2 CTBP2 DCLK3 EIF4EBP2 ESR1 ETNK1 GCSAM GOT1 GPBP1L1 GPC6 GZF1 HOOK3 IDI2 IQCK ITGAE KIAA0408 KRT222 LIAS MEX3C MYF5 MYO1A NDC1 NEXMIF NMBR NRF1 OST4 PDK3 PER1 PIP4K2A PLEKHS1 PPM1F PRDM16 PSMC4 RHAG RHPN2 RUSC1 SEPTIN3 SHPRH SIGLEC10 SKP1 SLITRK6 SMAD2 SOGA1 SOGA3 STK17A SULT1C2 TMEFF2 TMPRSS11A TSPAN6 USP48 VSNL1 YWHAQ YWHAZ ZNF236 ZNF704 MIR3123 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3123 A1CF ABCA13 ABCC5 ABCC9 ABL2 ACO1 ACTL6A ADAMTS3 AGMO AGO4 AHR ALG10B AQP4 ARHGAP20 ARMC2 ASTN2 ATF6 ATG3 ATP11A ATP2C1 ATP8A2 BACH1 BCAT1 BCL11B BEND4 C1RL C21orf91 C2CD2L C8orf34 CA2 CALHM5 CAMK2N1 CAP1 CCDC126 CCDC191 CCSER1 CD84 CDK12 CEACAM7 CHAF1A CHL1 CLASP2 CLOCK CNOT9 COL19A1 COL4A3 COL4A6 COMMD10 COX15 CSRNP2 CST11 CTCFL CTDSPL2 CWC25 CXCL6 DAAM2 DBX2 DDHD1 DGKE DGKH DLG3 DNAAF6 DOCK4 DSC1 DVL3 EAF1 EFHD1 EMP1 EN1 EPB41L2 ERC2 ETV1 F5 FABP2 FAM120A FAM199X FBXL3 FREM2 FYB1 FZD3 GALNT13 GALNT15 GAS6 GNG12 GOLGA6L4 GPC6 GRIN2A GRM6 GYPB GYPE HACE1 HAS2 HTR4 IKZF1 IPO7 ISCA1 ITGBL1 JADE3 JCHAIN KAT6A KCNA1 KCNB1 KCNN3 KCNV1 KHDRBS2 KLHL29 KLHL42 KMT2A KRTAP9-2 KRTAP9-4 KRTAP9-8 LHFPL6 LPP LRCH2 LTN1 LYSMD2 LYVE1 MAGI1 MAP3K19 MAP3K2 MAP7D3 MAPK8 MARCHF4 MCOLN2 MGP MKLN1 MMRN1 MOB1B MOB3B MROH9 MYO6 MYSM1 N4BP2L2 NAALADL2 NEK7 NIPA1 NIPSNAP3B NISCH NOC3L NOTCH2 NOVA1 NR2C2 NRN1 NSMAF NTRK2 NUDT4 OPRK1 OXLD1 P2RY14 PABIR2 PAG1 PALM2AKAP2 PALS1 PALS2 PAPOLB PAPOLG PATZ1 PCDH15 PDIA3 PDK4 PDPK1 PEAK1 PET117 PHKA1 PHLDB2 PHLPP2 PIAS2 PIK3AP1 PITPNC1 PJA2 PLCB4 PPARGC1A PPP3CA PPP3R1 PRCD PRDM15 PRLR PRRC1 PRRC2C PSMD5 PTCD3 PTPN4 PUS3 PXN RABGAP1L RAD51B RBM28 RFX7 RGS5 RNLS RNPEP RPH3A RPS6KL1 RSBN1 RUBCNL SEMA3F SERAC1 SESTD1 SET SETD7 SGIP1 SH3GLB1 SHQ1 SLC1A2 SLC25A17 SLC25A36 SLC2A12 SLC31A2 SLC35G1 SLC36A4 SLC4A4 SLFN12 SMARCA1 SMC4 SMIM17 SMIM21 SMIM43 SOGA1 SP4 SPAG9 SPRY3 SPTY2D1 SRD5A1 SRSF10 ST8SIA1 STAG2 STK10 STK39 SYNPO2 TACC2 TBL1XR1 TCP1 TEX55 TJP1 TMCC3 TMEM260 TMEM47 TPGS2 TPRX1 TREM1 TRH TRIM22 TRIM33 TRIO TRNT1 UBE3D UBQLN1 UBXN2B USF3 VCPIP1 VNN1 VPS26A VPS54 WDR12 XRCC5 YWHAZ ZBTB20 ZMAT3 ZNF260 ZNF641 ZNF69 MIR3124_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3124_3P AAK1 ACSM2A ACSM2B ADAM22 AFAP1L1 AGO4 AMER2 AMOT ANKDD1B ANXA1 AP1G1 AP3M2 ARFGEF3 ASXL2 ATP6V1A ATP8A1 ATP8A2 ATRX BAZ1A BIRC6 BLTP3A C1orf21 C6orf62 CACNA1D CALU CCNJ CCNYL1 CCPG1 CDH19 CEP97 CEPT1 CHIC1 CHMP5 CISD1 CLDN1 CLDN18 CLEC1A CNOT4 COCH COL27A1 CPEB2 CPEB3 CREM CXXC4 DDX6 DMRTA1 DNAJB12 E2F5 ELK4 EPHA4 ERBB4 ERICH3 EXOC6B FBXL20 FBXO33 FBXO45 FGD6 FIGN FLT1 FN1 FNBP1L FREM2 FRRS1 GAB3 GDAP2 GID8 GIT2 GJA5 GNG12 GOPC HEPACAM2 HERPUD1 HIBADH HIC2 HLA-DPB1 HORMAD2 HOXA9 HOXB7 IARS2 IFT88 INO80D IQGAP1 JADE1 KBTBD8 KCNB1 KDM2A KIAA0825 KLHDC7A KLHL18 KPNB1 LASP1 LATS1 LGI2 LRRK2 LSAMP LSM11 MACC1 MAGI3 MAPK9 MARCHF6 MBD2 MCFD2 MEOX2 MESD MOCS2 MSI2 MYO6 N4BP1 NAA15 NAA30 NCR3LG1 NEDD1 NHLRC2 NIF3L1 NMUR1 NRG3 NTNG1 NUBPL NUDCD1 OPRM1 OR2A4 ORC2 PAK3 PCYT1A PDPN PDZRN4 PEAK1 PERP PGR PIAS1 PIP5K1A PLCB1 PLEKHA8 POGLUT3 POLR1A POU3F2 PPARGC1A PTPRO PURA RAB39B RAB8A RANBP10 RBM11 RBM33 RBM41 RFESD RIDA RND2 RTN4RL1 RUFY1 SASS6 SEMA6D SH3BGRL2 SLAIN2 SLC18A2 SLC41A2 SLC44A1 SLC4A8 SMARCC2 SORL1 SP4 SPAST SRA1 ST18 ST8SIA3 STOX2 STXBP5 SUZ12 SYNPO2 TANC2 TBC1D26 TCEANC2 TCF20 TDGF1 TDRD15 TENM1 TFDP2 THBS3 THUMPD1 TMEM220 TMEM52B TMEM95 TNFAIP3 TNFSF8 TNPO1 TNRC6B TPRG1 TPST1 TRA2A TRABD2B TRDN TRIM44 TSC1 TSPAN13 TYW5 U2SURP UACA UNC13A UNC45B VCPIP1 VGLL3 VWA8 WDR26 WDR37 WDR76 WNK1 XPC ZFP30 ZMIZ1 ZNF180 ZNF189 ZNF268 ZNF322 ZNF510 ZNF527 ZNF609 ZNF618 ZNF831 ZNRF2 MIR3125 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3125 ABHD10 ACVR2B AGL AGO1 ALDH1A3 ALDH5A1 AMER1 ANK2 ANKRD45 ANO6 AP1AR AP3M2 APC AR ARHGEF35 ARID4A ARL3 ARMCX1 ASTN1 ATE1 ATF7IP ATP11B ATP8A1 BAZ1A BTD BTF3L4 BTG2 BTN1A1 BUB3 C11orf87 C17orf67 C1orf198 C4orf33 C5orf47 CAMK1D CAP1 CBLN4 CBX3 CCDC190 CCNT1 CD302 CDH12 CDIN1 CEP135 CEP350 CFL1 CLDND1 CLHC1 CNR1 CNTN3 CRADD CREB3L2 CSNK1G3 CTNNA1 CTTNBP2 CUL4A CYRIB DCX DDO DDX17 DDX52 DEFB132 DEPDC4 DIDO1 DLG2 DLGAP4 DOCK5 DYRK1A EGLN3 ELAVL4 ELFN1 EPS15 ERCC1 ESRP1 ESYT3 EXOC6B F9 FAM120B FAM98B FBXO45 FGB FGF9 FNDC5 FSD1L GALR1 GANAB GATA4 GCFC2 GDPD1 GFRAL GLDC GLI2 GNAQ GPATCH2 GPATCH2L GPLD1 GXYLT1 HAUS6 HDAC9 HDGFL3 HELQ HERC3 HIF3A HLA-DRA HNRNPK HNRNPR HOXB2 IMPACT INO80D IRF9 ITCH ITGB8 ITM2B KATNIP KCNE1 KIF3A KIF5B KLF8 KLHL31 KPNA1 KPNA3 KRAS KRIT1 KRT40 KTI12 LCE2B LMAN1 LMBRD1 LMBRD2 LRRC27 LY75-CD302 MACO1 MAN1C1 MED24 METTL13 MIER3 MLF2 MMACHC MN1 MTMR10 MYADM NAV3 NCOA5 NMNAT2 NRCAM NUP98 OGA OR2L13 OSBPL6 OTOR OTUD7B PANK3 PDCL3 PDE12 PDE1C PECAM1 PI15 PLEKHB1 POGK POLQ PPM1A PRDM1 PRDM4 RAB18 RAB31 RABL3 RALA RARB RASAL2 RBBP4 RBM20 RC3H1 RCBTB2 RHOQ RNF168 RNF212 RNF212B RNLS SC5D SCUBE3 SDC1 SEC22B SEC63 SETD4 SKA2 SLC16A2 SLC26A1 SMG7 SNX25 SORBS3 SPATS2 SPTLC3 STAMBP STK35 STK39 STYK1 SUFU SUSD1 TBCA TCP1 TDRD1 TEAD1 TLL2 TMEM126B TMEM178B TMEM19 TMOD2 TOR1AIP1 TP53INP2 TPRG1 TRA2A TRIAP1 TRIM8 TSPAN6 TSR2 TTC14 UNC5C USB1 USP49 VGLL3 VPS37A VWA5A WDR19 WDR36 XBP1 XPO7 YLPM1 ZBTB20 ZBTB41 ZDHHC3 ZFP36L1 ZFP36L2 ZFYVE26 ZNF264 ZNF365 ZNF550 ZNF566 ZNF609 MIR3126_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3126_3P AAK1 AHSA2P ALKBH8 AP3B2 ARID1A ASAP2 C1orf198 CDH11 CDYL2 CNTNAP2 CUL3 DCUN1D3 DESI2 DNAJC24 DRAM2 DYNC1I1 EML5 FBXO33 HOXB4 KCNN3 KIF2A KLC1 LRIG3 LSM8 MGAM MRGBP MROH9 N4BP2L1 PHTF2 PPP1R12A PTF1A RAB6B SEC23A SIPA1L2 SLC25A4 SMKR1 SV2C TLR2 TNFRSF25 TNFSF14 TRIM5 USP6 VPS13A ZBTB3 MIR3126_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3126_5P ACSM5 ANKRD63 BABAM2 BAIAP3 BEAN1 BLOC1S3 BLTP3A CANX CARNMT1 CASTOR3P CCNT1 CENPP CIAPIN1 CNNM2 COLQ CSF1 CSTPP1 DENND1C DHH DNAH8 EFCAB13 EIF1 ENTPD5 FAXDC2 FSTL1 GAMT GANC GJB4 GK5 GTF2A1 HECTD4 HUS1 HYDIN HYKK IL22RA2 KLK4 LY6G5C MAPRE3 MCMBP NCCRP1 NDST1 NR2C1 OAS1 OLFM2 PAK3 PDS5A PGM2L1 PPP3R1 PSME3IP1 PTPN3 SFPQ SLC17A7 SLC24A2 SLC4A10 SLC51A SPRED3 SV2C TENM2 TMEM87B TSPAN9 USP34 VAMP1 VASH2 WASF2 YME1L1 ZKSCAN7 ZNF614 MIR3127_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3127_3P ADRA1A AGAP1 ARRB2 BEAN1 BNC2 BOK C2orf88 C3orf70 CALHM2 CASTOR2 CCDC120 CCNK CELF2 CHD2 CLIC5 CLOCK CLSTN2 CLTC COL27A1 CPEB2 CTDSPL2 DDX6 DGKK DLL3 DOK1 EI24 EPB41L1 EPHB4 ERGIC1 EXOC6 FAM218A FOXG1 HDAC1 HMGXB3 HP1BP3 ICA1L IL19 ILDR2 IPO5 KCTD15 KDM2A KLHL14 KPNA6 LSAMP LSM2 MATN2 MPP2 NALF2 NAP1L1 NFAT5 NFIA NPTXR NTRK3 NUP35 PAFAH1B2 PCSK1 PCSK6 PHACTR1 PIKFYVE PLK2 PLPPR5 POU2F1 PPM1A PPP2R5B PPP3R2 PROX1 PRPF19 PRRC2B PTPN4 RAPH1 RCAN2 RELT RIMS4 RTN4 SAMD14 SAMD7 SDC4 SEMA4C SH3BP5 SINHCAF SLC1A7 SLC25A37 SPTLC2 SQLE TBC1D22B THTPA TMEM129 TMEM164 TMEM72 TMEM86A TNRC6B TRIM65 TTC17 UBE2K VGLL4 VKORC1L1 VLDLR XKR4 ZBTB10 ZBTB14 ZC3H13 ZDHHC22 MIR3127_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3127_5P ABHD15 ACTR1B ACTR3 ADGRL3 ANKFY1 ANKRD34A ARMC8 ATP10D CAV3 CDIN1 CYP4X1 DENND11 E2F7 EIF4G2 FAM172A FYTTD1 FZD4 GGA3 GOLM2 IGDCC4 KCNQ5 KIAA1522 KSR2 L2HGDH NCBP1 NCOA7 NFATC1 NKAPD1 NSD2 OTUD3 PACSIN3 PATZ1 PDLIM5 PROX1 RAB5B RAD9A RAP2A RFX2 RTKN2 SEMA4F SHOC2 SLC25A24 SORBS2 STAG2 STXBP5L THRB TMEM120B TMEM179 TOMM22 TRDMT1 UBE2D1 UPK1B WAPL WNK1 ZBTB9 ZC3H12C ZHX3 ZNF366 ZNF37A MIR3128 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3128 ABRAXAS2 ACTN2 ANAPC7 ANKRD44 ANTXR1 ARID1A ARRDC3 ASAP2 ATP9A BBX BRWD1 C1QTNF9 CASK CBL CCDC25 CCNT2 CCR2 CDC42BPA CDK12 CDKL5 CDYL2 CFAP65 CNTNAP2 COBLL1 CPPED1 CRISP1 CTNND1 CUX1 DCUN1D3 DDHD2 DDX5 DESI2 DHFR DLG2 DOK1 DPH3 DSC2 DUSP22 EFCAB14 EGLN1 EGLN3 EML5 ERP27 FAM133A FAM133B FAM171A1 FBXO33 FOXJ3 GASK1A GNAI1 GPD1 GPD2 GPM6B HIF1A HNRNPH3 HTR3D HYCC2 IGF1R INTS7 KATNBL1 KCNS2 KCTD5 KIF3A KLC1 KLF3 KLF7 MAP2 MAP3K7CL MED12L MED28 MIEF2 MSRB3 MTM1 NF1 NFATC2IP NOB1 NOS1 NPAS3 NYAP1 OSTF1 PAFAH1B2 PAX7 PDLIM4 PDZD2 PHACTR2 PLPPR1 PPP3CB PTF1A PTGFR PTPN22 PTPRG RAB21 RAB23 RAB6B RAPGEF2 RBPJ RCOR1 REPS2 RHOXF2 RHOXF2B RIOK3 RORA SERINC3 SERTAD4 SFT2D3 SGPL1 SLC1A1 SLC2A5 SLC30A7 SLC35F1 SLC45A3 SPTLC2 SRPK1 SV2C SYCP1 TEX11 TLCD4-RWDD3 TLN2 TMED10 TMEM86A TMTC2 TNKS TNRC6B UNC13C UNG USP27X WASHC4 WNK1 WRNIP1 WWC2 YY1 ZBTB33 ZSWIM5 MIR3129_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3129_3P ADAM9 ADD3 AFF4 ANK2 ARF4 ARID2 ARMCX1 ASAP2 ATF7IP ATRX B4GALNT1 BET1 BOLA2-SMG1P6 CACNB4 CADPS2 CALU CASR CCDC152 CCL4 CCL4L2 CDYL CEACAM7 CISD2 CNOT6L CNTD1 CPSF6 DDX3X DLEU7 DMRTB1 EFR3A ELOVL2 EPHA3 ETNK1 FAM169A FRMD4A GAD2 GALNT3 GPC6 GRB14 GREB1 IL20 KLHL24 LIN54 LTN1 MAP1B MARCHF5 MBNL3 MCL1 MDGA2 MLF1 MOXD1 NCAM2 NR2C1 NUTF2 PCM1 PDC PDZRN3 PHLDA1 PIK3C2A POLD3 PPFIA2 PPP2CB PRRX1 PTBP2 PTPN14 PTPRD PTPRG RBBP8 RHOQ S100PBP SCN8A SELENOT SEMA3E SETX SLC25A24 SLC35A5 SP8 SPATA18 SRSF1 SRSF11 STAR TBC1D12 TENT4B TEX12 THAP6 TIPRL TLR8 TMED2 TMEM106B TMTC3 TRIM33 TRMT10A TRMT9B TUBB2B UBE2D3 UBE2E1 UBE3C USP12 UVRAG VEZF1 WAPL WDPCP ZBTB33 ZC2HC1A ZEB1 ZMYM2 ZNF311 MIR3129_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3129_5P ACVR2A ACVR2B ADAM10 ADAMTS3 ADAMTSL3 ADD3 ADRB1 AEBP2 AK4 ALX4 AMZ2 ANKRD44 ANKRD61 APLF APLP2 ARHGEF3 ARL15 ASAP2 ATAD1 ATRX BCAR3 C2orf49 C9orf40 CBLL1 CCDC85C CD2AP CDK17 CDK7 CDNF CELSR2 CEP85L CHAD COL12A1 CPEB4 CREBRF CSRP2 CTNNA2 CXADR CYB5R4 CYP1B1 DCBLD2 DEPDC1B DNHD1 DNMT3A EBF1 EMC1 EPG5 ERBB4 ESRP1 ETNK1 FAM199X FGF7 FN1 FUBP1 FXR1 G3BP2 GALNT7 GNA12 GORAB GRK3 HIC2 IFFO2 ITGA3 ITGA6 ITGA8 ITGB8 ITPK1 KATNBL1 KDM3A KDM5A KDM6A KIAA0319L KLHL3 LAMP3 LIN28B LLGL2 LPAR4 LRP2 LRRC1 MAP3K4 MAP3K5 MCFD2 MECP2 MED12L MPP7 MS4A7 MVB12B NAA25 NACC1 NECTIN2 NEDD4 NET1 NIBAN1 NID2 NLK NLRP1 NOVA1 NTRK2 PAK4 PAWR PCDH7 PDE4B PHLPP2 PIK3CB PLAG1 PLCB1 PLEKHH1 PNRC1 PON2 PPP2R5E PPP4R2 PROSER1 PRPF40A PSD2 PTPN3 PTPRC PTPRZ1 QKI RAP2A RAPH1 RB1 RBM47 RFX3 RP1 RPS6KA6 RUNX1 SCD SDC2 SEMA3A SERPINE2 SH3GLB1 SINHCAF SLC20A2 SLC24A2 SLC39A10 SLC44A5 SLITRK6 SMIM8 SOS2 SP1 TAB2 TAOK1 TBX3 TGIF2 TMEM62 TPPP TUBGCP3 UBQLN1 VAMP3 VPS33A WDR47 WFDC8 ZHX1 ZNF217 MIR3130_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3130_3P AFF2 ANKRD10 ARNT2 ASB8 ATP2A2 BABAM2 C5orf67 CAMSAP2 CIT CRADD CSDE1 CXADR DPP10 DYNC1I1 E2F3 EP300 GARIN6 ITSN1 KALRN KDM4A KLHL25 LPIN2 LRRTM3 MAP3K20 NAA50 NECAB2 NELL2 OTOGL PCDHB9 PDXDC1 PEG10 PHTF2 PLPPR4 POLG POLR1D PROX1 PSMA4 RALBP1 SCAI SLC9A2 SNX3 THNSL1 TMEM165 TMEM45A TNRC6B TRANK1 WASL XIRP2 XKR4 ZFAND6 MIR3130_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3130_5P ACVRL1 ADCY1 AKIRIN1 ALG10 ALG10B ANKH ANKRD34A ASH1L ASIC1 ATL1 CCDC83 CCNB1 CDH18 CFAP210 CLCN5 CWC25 DMAC1 EPHA7 FCRL1 FOXA3 HMGA2 JAGN1 KANSL1L KPNA3 KRTAP3-2 LNPK MKRN1 MRPL35 MYCN NCOA7 NMD3 OSBP PBX1 PMPCB RAB14 RALA RRN3 SAMD5 SCARB2 SCN1A SETD6 SMARCE1 ST6GAL1 TAF7 TCF7 TM9SF3 UPF1 USF3 VAV2 VPS54 WNK3 XRCC2 YAP1 ZC3HAV1 ZMYM2 ZNG1A ZNG1B ZNG1C ZNG1E ZNG1F ZRANB1 MIR3132 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3132 AASS ANAPC10 APOOL ARHGEF28 ARL5A ATRNL1 BCL6 BLID BTG2 CBX5 CD86 CDIPT CDKL4 CEACAM1 CHD9 CNOT6 COLEC12 EPHA5 ETNK2 FAM78A FHDC1 FURIN GPD1 ICAM5 IL6ST ITPRID1 KCNIP2 KIF3C LILRA1 LRP3 LUC7L3 MLX MSRB2 MTUS2 MYO10 NDUFAF3 NUP93 OST4 PCLAF PFDN2 PHC3 PHF20 PPP1R1B PTAR1 PYGO2 RBMX RESF1 RSBN1 SEC14L5 SLC23A2 SLC26A7 SLC38A4 SLC41A1 SMARCA2 SPPL2C SPRED3 TBC1D7 TEP1 TGS1 TMC1 TMEM144 TMEM81 TRMT10A ULBP1 WDR48 YAE1 ZBTB22 ZNF124 ZNF239 ZNF287 ZNF875 MIR3133 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3133 AAK1 ABCB10 ABCC1 ABLIM1 ABRAXAS2 ACBD7 ACER2 ACTR3 ADGRL3 AGK AKAP11 AKAP5 AKAP6 ALCAM AMPH ANKRD28 ANKS1B ANLN ANTXR2 API5 ARAP2 ARF6 ARFGEF1 ARHGAP21 ARIH1 ARMC1 ARMC2 ARMC8 ASAH2B ASB11 ASB15 ASPH ATAD1 ATF7IP ATG2B ATG4C ATG5 ATL3 ATP2B4 ATP5PF ATP6AP2 ATRX AVL9 B3GALNT2 BBX BCAT1 BCOR BEND7 BIVM C12orf29 C1orf185 C21orf91 C5orf24 CACNB4 CADM1 CADM2 CAMSAP2 CAMTA1 CANT1 CAPS2 CASD1 CBL CBLB CBX3 CCDC117 CCDC32 CCDC82 CDK19 CDYL2 CEP170 CEP41 CEP85L CEPT1 CETN2 CETN3 CFAP418 CHIC1 CHSY1 CIPC CMPK1 CNTNAP2 CPEB3 CPNE5 CR1 CREBBP CREBRF CSRNP2 CSTF2T CTNNA3 CTSO CUL3 CUL5 CXCL13 CXXC4 CYBRD1 CYREN DACH1 DENND4A DENND5B DGKH DHX15 DHX32 DIAPH3 DICER1 DMD DMGDH DNAJB9 DNAL4 DNM3 DPY19L3 DUSP16 DUSP7 DYNC1I2 EDEM1 EDNRB EEF1E1 EIF2D EIF2S1 EIF3M ELAVL1 ELMOD2 EPB41L4A EPHA5 ERC2 ERCC4 ERCC6L2 ERI2 EXT1 EYS FAM169A FAM220A FAT3 FCHSD2 FEZ2 FHDC1 FHL1 FIGN FKBP5 FLI1 FMO2 FMO3 FNIP1 FOXA1 FOXJ2 FRMD6 FSBP FSD1L FTH1 FXR1 FZD10 GABRA4 GABRG1 GARRE1 GAS1 GBP4 GCC2 GFPT1 GJA1 GK5 GLRA2 GLT8D2 GNAI1 GNGT1 GOLGA4 GOLGA6L9 GOLT1B GOPC GPATCH2L GPR143 GPR37 GRIA3 GRM5 GRPEL2 GSTCD HECW2 HERPUD2 HIF1A HIPK3 HIVEP2 HMGA2 HMGB2 HMGCR HOOK3 HOXC4 HSD17B11 IFNA8 IKZF2 IL17RD INO80D INSYN2A IPO5 IRS1 ITGA4 ITGA6 ITIH5 JADE2 JAG2 KAT6A KCNJ13 KCNJ6 KCNQ5 KDM4D KERA KIAA1143 KLF7 KLHL4 KLLN KMT5B KRT10 KRTAP4-11 KRTAP4-8 LACTB LAMA4 LARGE1 LATS2 LGSN LHX2 LIN54 LIN7A LIN7C LONRF2 LOXL4 LPAR5 LPGAT1 LPIN2 LRATD2 LRP6 LRRC49 LRRC8B LUC7L3 MACC1 MACROH2A1 MAGEB4 MAP2 MAP3K2 MAP3K9 MAP4K3 MAP7 MAPK10 MAPK1IP1L MBOAT1 MCFD2 MDGA2 MED26 MEF2C MEST MEX3A MGAT4A MICAL2 MITF MOB1A MOB1B MON2 MORF4L2 MSL2 MTCH2 MTF1 MYCT1 NAA16 NAA30 NAPB NBEA NCAM1 NCEH1 NECAB1 NECAP1 NEK7 NETO1 NEXMIF NFASC NFAT5 NHS NIPA2 NLGN1 NMNAT2 NQO1 NR2C2 NRF1 NRP1 ONECUT2 OPRK1 OPRM1 OR7D2 ORC5 OSBPL8 OTUD4 OTUD7B OTULIN OXR1 P2RY10 P2RY14 PABPC1 PAG1 PARM1 PCDHB4 PCGF5 PCMTD1 PCMTD2 PCSK1 PCSK5 PDCD1LG2 PDE10A PDGFA PDIK1L PDP2 PEG3 PERP PHACTR3 PHACTR4 PHC3 PHF21A PHF6 PHF8 PHIP PIK3CD PIP4P2 PKD2 PLPPR4 PLRG1 PLXDC2 POF1B POLD3 PPARGC1A PPIC PPM1K PPP1CB PPTC7 PREPL PRKAR2A PRKAR2B PRKG1 PRPF4B PRRC1 PSD3 PSME4 PTGER3 PTPN20 PTPRK PUM1 QKI RAB10 RAB21 RAD54B RAP2C RB1CC1 RBBP5 RBMXL1 RC3H2 RCOR3 REEP3 RFC5 RFXAP RGPD4 RGPD5 RGPD6 RGPD8 RGS13 RIC8B RIMOC1 RIMS2 RIOK1 RIOK3 RNF182 RNF2 RORA RP2 RPGR RPRD1A RPS6KA6 RUFY3 RUNX1T1 RXYLT1 RYR2 SALL1 SATB1 SAXO2 SCAI SCML2 SCN1A SCN7A SCN9A SCRN3 SEC62 SELENOP SEPTIN8 SESN3 SESTD1 SIAE SIKE1 SIM1 SIRT1 SIX4 SLC16A9 SLC22A23 SLC24A2 SLC25A32 SLC26A2 SLC2A14 SLC2A3 SLC36A4 SLC44A1 SLC6A11 SLC6A14 SLFN13 SLK SMIM13 SMIM17 SMURF1 SNTG1 SON SORT1 SOX11 SP4 SPRY3 SREK1 SRSF10 SRSF3 ST13 ST6GALNAC5 STEAP2 STK17B STX18 STXBP5 SUMO1 SUMO2 SYNPO2 SYT14 TAF7L TAFA2 TAOK1 TAPT1 TARDBP TBL1XR1 TCEAL4 TCEAL8 TDGF1 TDRP TEAD1 TENM1 TEX30 TFAP2B TFEC TGFB2 TGFBRAP1 TIA1 TIGAR TIMM29 TJP1 TLCD4 TMED4 TMEM170B TMEM183A TMEM183BP TMEM200A TMEM245 TMEM260 TMEM47 TMEM63B TMF1 TMOD1 TMTC1 TNIK TNKS2 TNRC6B TPR TRAM1L1 TRAPPC10 TRAPPC8 TRDMT1 TRIM2 TRIM5 TRIM9 TRPA1 TSC22D2 TSPAN7 TSPYL5 TSR1 TUT4 UBE2W UGCG UGGT1 UNC5C UPF1 URI1 USF2 USP25 VANGL1 VAPA VAPB VPS13A VWA3B WDR45B YWHAE ZBTB20 ZBTB41 ZC3H12B ZDHHC21 ZEB2 ZIC3 ZMYM4 ZNF131 ZNF148 ZNF217 ZNF24 ZNF320 ZNF451 ZNF468 ZNF503 ZNF566 ZNF608 ZNF644 ZNF680 ZNF699 ZNF706 ZNRF3 MIR3134 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3134 ABHD17C ADGRL3 ALG10 AMMECR1 ANGPTL1 ANTXR1 ARHGAP11A BTNL9 C5AR2 CASP10 CD1E CNTD1 CNTN5 CT62 DCLK1 DCX DENND11 DIS3 DLX2 DPH3P1 EMCN EOGT FAM169BP FAM217A FUS GARIN6 HECW2 HSPB8 IFNA2 IGF2 INTS6 ITGA1 KIF5C KPNA4 KRT4 MCTS1 MID2 MYCT1 MYLK4 NAA50 NCOA2 NRXN1 NT5E NUDCD1 OLA1 PCBP2 PDE6A PLBD2 PLEKHG2 PRAMEF1 RAB5IF RHBDD1 RPS6KL1 SEMA4D SH3TC2 SKP1 SPA17 SPATA6 SPHKAP ST8SIA2 SV2B TGIF2-RAB5IF THAP6 TMEM132C TMEM265 TOB1 TRIM49 TRIM49C TRIP11 UTP25 ZNF227 ZNF664 MIR3135A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3135A APOBEC3C ARL17A C9orf64 CCDC86 CFAP298 CNTD1 CSNK1D CTSS DDX3Y DOCK2 EDARADD FLRT1 HDGF HNRNPC HS3ST5 IL17RD IL24 ITM2B LZTS3 MDFI MKRN1 NLGN4Y PGM2L1 PIAS3 PLEKHO2 PSMC2 PTGES3 PTGFR RAB41 SERPINB13 SGCB ST7L TCF7L2 TMEM168 TMEM214 TMEM243 TUBA8 MIR3135B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3135B ACTA1 ANKRD11 BTN2A1 CAMK1D CAPN6 CASTOR3P CBX7 CFL2 CNGA2 CREB1 CSNK1G1 CYB561D1 DNAJB12 DNM1L DSC3 DSG1 EFTUD2 ELL2 EPHA4 FAAP20 FAM53C FAM78A FBXO11 FMNL3 FNBP1 FNBP1L FOSL1 FSHB GABBR2 GIPC3 HDLBP HK1 INPP5J IVD KATNB1 KCTD2 KCTD5 KDM3B KLF9 LIMD2 LRRC27 LZTS3 MACROD2 MBTD1 METTL8 MKI67 MSANTD1 NCK1 NFATC1 NOCT NOS1 NUDC OPTC ORAI2 OSER1 PACS1 PALM2AKAP2 PDZD7 PEX10 PFN2 PHLDB1 PIK3R5 PITPNC1 PLXNA4 POU2F2 PPM1A PPP1R12A PPP1R9B PRLR PRPF4B PRR11 PRR23B PTEN RAB37 RAB7A RAP2C RASSF8 RBBP5 RBP1 RHOA RMND5A RNF41 RORC SENP1 SERF2 SHB SLC10A1 SLC10A3 SPATA12 SPTBN2 STX1A SUGP2 SUSD6 TCEANC2 TMEM234 TMEM38A TPD52L1 TRIM7 TTC21B VIPR2 WNT4 XPO7 XRN1 ZC3H7B ZHX2 MIR3136_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3136_3P AJAP1 ANP32A AP1G1 C11orf87 CHD3 CLEC12A CMTR1 CPT1A CREBZF CYSLTR1 CYTH4 DCP1A DIP2B EIF2A FAM161B GTPBP10 HKDC1 HMGB1 IL31RA KCNMA1 KDM2A KIF7 LDB1 LRRC41 LRRC55 LRTM2 MAP3K19 MEIS2 MFHAS1 MFSD8 MND1 MSANTD2 MXI1 NEK7 NFASC NFKBID PATJ PEX5L PFN1 PGAP2 PLOD2 RAVER1 RNF121 RNF38 RNF7 SH3PXD2A SMARCA1 SMARCD1 SPCS2 SRSF2 SSH2 STAB1 STXBP5L SUMO3 SWT1 SYCE2 TBCK TCF12 TLE1 TNPO2 UTP3 UVRAG ZNF746 MIR3136_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3136_5P A4GNT ABI1 ADGRE3 AHR AMER2 BASP1 BMP3 BRINP3 C2CD4A CCAR1 CD83 CEP57 CIAO2A CLDND1 CLK4 COA7 COL17A1 COL8A1 CRLF3 DAB2 DCLK1 DCUN1D3 DTNA ENDOD1 FOXC1 FOXP2 FUT9 GAN GKAP1 GTF2A1 HAUS6 HNRNPC HSF5 HYCC2 ICOS IFT43 KIAA0825 KLHL14 KLHL5 LAPTM5 LRP2BP MAPK10 MBNL1 NADSYN1 NLN NR3C1 OSGEPL1 P4HA1 PCCA PGM2L1 PM20D1 PPFIA2 PRXL2C PTGDR RFXAP RIC1 RNF138 RPS6KL1 SAMD12 SAYSD1 SERP1 SHE SHOC2 SLC25A5 SRGAP2C TENT2 TGFA THBS2 THSD7A TMEM65 TSHZ2 UBE2J1 UTP25 WDR89 XPNPEP3 ZNF875 ZSCAN1 MIR3137 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3137 ABHD5 ADAR ALS2 ATAD2B BAZ1A BBX BRWD3 CLEC9A CLOCK DCAF12L2 DSEL EPHA5 ERICH3 EYA4 FLT1 GBP4 GDNF HHEX IFIH1 JADE1 MAF MAP10 MAT2A MED13L MGST3 MSL2 NFIB NOM1 NPAS2 NR2C2 PEX5 PLPP4 PRICKLE1 PRKDC RAB2A RAP2A REEP3 RTP2 SEMA5B SEPTIN2 SMAGP TMEM254 TMEM263 TPRG1L TRIM73 TRIM74 TSPAN12 TSPAN3 ZBTB18 ZIC2 ZNF347 ZNF518B ZNF621 ZNF652 MIR3138 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3138 ABLIM1 ARL5A ASAP1 BASP1 C2orf69 CALM1 CASTOR3P CCDC85A COL19A1 CRIM1 CYP2S1 DCHS2 DSE ELAVL1 ERI2 FPGT GAB3 GALNT16 GARS1 GCSAM GPA33 GPRASP1 GSPT1 GSTM5 HSPBP1 INO80 IPMK ISOC1 KCNH1 KREMEN1 KRT2 KSR2 LIN7C MDGA1 NFIB PCGF3 PDE4A PIP4P2 PKIA PKLR PLET1 POMK PRKAR2A PRPH2 RAB2A RAB30 RAB3C RAD51AP1 SASH1 SBF2 SEMA6A SGPP2 SPECC1 SPOPL STEEP1 STXBP5 TCFL5 TDRD1 TMEM135 TRAPPC3L TRO TXNL4A UBOX5 UTP3 VLDLR VPS29 ZNF365 ZNF488 ZNF493 ZNF532 ZNF619 ZNF704 MIR3139 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3139 ADAMTS2 ADGRL1 ARIH1 ARL17A AS3MT ASPA ATAD2B BAG1 BBS10 BCAM CCL28 CNTFR CTNNBIP1 DCUN1D5 DKK3 EN2 EOMES FAM107A FGB FOXJ3 FOXN3 GARRE1 GIT2 GON4L GPM6A GSK3B HYCC1 IKBKB INVS JMJD6 JPH1 LSMEM1 MST1L NDOR1 NFE2L2 NOVA2 NPY2R OSBPL10 PATE4 PLAG1 RAP1B REL RHO RORA RPRD1A RPTN SKA1 SLC44A5 SRSF6 SSRP1 SWT1 TAS2R14 TEF TMEM260 TNS3 TRIM23 TRPC4AP WNK3 WSB2 ZKSCAN8 MIR3140_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3140_3P ACSL3 ADGRL3 AEBP2 AFTPH AKNAD1 AKT3 AMFR ANO4 AP2B1 APOL4 AQP4 ARHGAP26 ARHGAP42 ARID4B ASAP2 ASF1B ASH1L ASPH ASXL3 ATG4A ATXN7 AVL9 BICRAL BMPR2 C1orf21 C21orf91 C2orf49 C2orf69 C4orf3 C6orf47 CAAP1 CAMSAP2 CAV2 CBFA2T3 CCNE1 CCNG1 CCNT2 CD55 CDC37L1 CDH6 CDK15 CDK6 CDKN1B CEP135 CHMP1B COL4A2-AS2 COMMD3-BMI1 CR1 CREBRF CROT CSTF1 CTNNA2 CTNNA3 CYBRD1 DAZ2 DCTN5 DISC1 DNAI4 DYRK1A E2F1 ECT2 EGR3 ELK4 ELL2 ELMOD2 EPB41L1 FAM217B FAM3C FBXO28 FEM1B FMO2 FNIP2 FZD3 GABRB2 GALNT3 GFRA1 GGPS1 GINS4 GLRA3 GOLGA3 GOLT1B GPR137C GRIA3 GRIP2 GRM5 GUCY1A2 HECTD2 HS3ST2 ICA1L IFT57 IGDCC4 IGSF10 INTS6 JAM3 KCNB1 KCNIP3 KCNQ3 KCTD4 KHDRBS1 KIF23 KL KLF12 KLF3 KLF5 KRBOX4 LAMA3 LHFPL6 LPAR1 LPGAT1 LSG1 MAGI2 MAP3K2 MBTD1 MBTPS2 MCF2L MCFD2 MED21 MIER3 MINDY2 MME MOSMO MPP1 MRPS36 MXD1 NCOA4 NEGR1 NNT NR3C1 NRG1 OPCML OSBPL1A PACC1 PAK3 PAK6 PAN3 PCDH10 PCDH17 PCGF3 PCNP PDE1C PDK3 PEX5L PHEX PHF8 PI4K2B PIEZO2 PPP1R3B PPP4R3A PRDM5 PRKX PRPF40A PSG5 PSMD11 PTGDR PTPRT PTRH2 PURB RAB23 RB1CC1 RBM12 RBM26 RBMS3 RBPJ RCBTB1 RGS13 RHBDD1 RNASEL RNF128 RORB RPGRIP1L RPS6KA5 RSBN1 RTL8B SARAF SEMA3C SEMA5A SEMA6A SGCD SH3BGRL SHC3 SLC16A12 SLC24A2 SLC2A1 SLC35F1 SLC6A6 SLC9A4 SNX18 SNX3 SON ST18 STXBP5 STXBP5L SYNJ1 SYT14 TAB2 TCF7L2 TENM1 TENT4B TENT5D TET1 THUMPD2 TLCD3A TM4SF20 TMCO1 TMEFF2 TMEM167A TMEM201 TRIM2 TSPAN9 TTC1 TTLL2 TULP4 UBE2N UBE2O UBLCP1 UNC13A UNC5D VPS35L VPS37A VSNL1 VTI1A WDR26 WNT2B WWC2 XIAP XKR6 YIPF4 ZC2HC1B ZFP42 ZFPM2 ZFX ZMIZ1 ZNF34 ZNF721 ZSCAN12 ZSWIM6 MIR3140_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3140_5P ABRAXAS2 AGFG1 ALAD AMBN AMMECR1 ANKRD12 ANKS1A ASB5 ATPAF1 BCL11B BICD2 BNC1 BRPF3 C1orf52 C22orf23 CABP5 CACNA1H CDH10 CDH5 CEP72 CLOCK CNOT7 COG6 CPEB3 CPSF6 CRCP CRK CXXC4 CYP11B1 DENND1B DHX38 EDEM3 EGR1 EIF3L EIF4A1 ERCC6L2 ERMAP EVI2B FCHO2 FEZF2 FRYL GABARAP GFM1 GHSR GOLGA4 GPR158 GPR161 HRH2 HSPA4L INTS6L ITCH ITGA6 KCMF1 KCNMB2 KDM5B KDM6A KIRREL1 KLF4 LCMT2 LCOR LHFPL3 LRRTM1 LSAMP MAP3K1 MARS2 MBTD1 MIB1 MKNK1 MYOC NCAM1 NEDD9 NEFL NFATC3 NOD2 NR2E1 NRBP1 OPCML PAH PDCD6IP PIP4P2 PLAT PLEKHF2 PLTP PPBP PPFIBP1 PPP2R5E PRKCI PRPS2 PTBP3 RAPH1 RBBP4 REEP3 RFX7 SCN2A SCN2B SEC22B SEMA5B SGPP1 SH2B3 SINHCAF SIX4 SLC24A2 SSBP2 STK31 STK38L STOX2 TENM1 TENT5C TMEM170B TNFAIP1 TNFSF14 TNPO1 TOB2 TOX3 TRERF1 TRIO TSPAN9 TSPY1 TSPY10 TSPY2 TSPY3 TSPY4 TSPY8 TTC19 TWIST2 UBE2V2 UBN2 UBXN1 VGLL3 WHAMM ZC3H12C ZKSCAN5 ZNF154 ZNF223 ZNF280B ZNF546 ZPLD1 ZSWIM2 ZZEF1 MIR3142 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3142 ABHD17B ADRA2A ARF6 ARHGAP35 BHLHE40 BZW1 CASK CCDC85C CDC14A CERT1 COL4A1 DENND11 DENND6A DERL2 DYNLT3 GID4 GRID2 HOXA9 IL17B ILDR2 INSYN2A ITGB1BP1 KCNK13 KLHL29 MAP2 MED13L MON1B MSANTD3 NAA30 NEXMIF NMNAT1 NUDT13 NUP58 PILRA PIP5K1B PPFIA1 PPP3CA RNF38 SCG2 SEC14L2 SEH1L SLC17A5 SLC24A2 SNAP47 SPARC SPOPL TAFA2 TMPRSS3 TRAF3 ZNF205 ZNF367 ZNF584 ZNF586 ZNF74 ZNF773 ZNF780B ZNF781 MIR3143 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3143 A1CF ABCD2 ABHD18 ABRA ACVR1C ADAM23 ADCY1 ADD3 ADGRG2 ADSS2 AFDN AGFG1 AHCTF1 AHCY AKAP5 AKAP6 ALDH9A1 ALG10B AMER2 AMMECR1 AMN1 ANKRD26 ANO5 ANO6 AQP4 ARF6 ARHGAP18 ARHGEF10 ARHGEF33 ARPP21 ATF7IP ATP10A ATP2C1 ATP6V0D2 ATP6V1B2 AVIL AZIN1 B2M B3GNT2 B3GNT5 B4GALT6 BBS7 BCL11A BEND6 BHLHE40 BLOC1S4 BLTP3B BMP2K BPNT2 BTAF1 C12orf56 C16orf95 C2orf69 C7orf57 CACNB2 CACNB4 CADM1 CADM2 CALHM5 CAND1 CARNMT1 CASP7 CATSPERB CCDC141 CCDC6 CCDC85A CCL2 CDH2 CDH6 CDIN1 CEBPG CEMIP2 CER1 CERS3 CGGBP1 CHD6 CHL1 CHML CIAO1 CLDN12 CLPX CMKLR2 CNKSR2 CNOT6L COL14A1 COX7A2L CREB1 CREBRF CREBZF CSDE1 CSMD3 CTNND2 CTSS CXCL14 CXCL2 CYB5R4 DACH1 DCP2 DCUN1D1 DCUN1D4 DDX3Y DIP2B DLX3 DMC1 DMRT3 DMRTA2 DMXL2 DNAJB6 DNAJC15 DNAJC27 DPP10 DPY19L3 DSCC1 EDNRA EFR3B EIF4A2 EIF5A2 ELOVL2 ELOVL4 EMCN EML6 ENSG00000286190 EPS8 ERBB4 ERCC3 ETNK1 ETV1 EYS FAM117A FAM237A FAM91A1 FBXL3 FBXO21 FBXO33 FCHO2 FGD6 FGF12 FGFR2 FIGN FMR1 FOXD4 FOXD4L1 FOXD4L3 FOXD4L6 FOXG1 FOXN2 FOXO3 FZD4 GABRR2 GALR1 GAPVD1 GCFC2 GCK GDAP2 GGNBP2 GLS GLT6D1 GNB1 GNGT1 GOLGA6B GOLGA6C GOLGA6D GOLGA8H GOLGA8J GOLGA8M GOLGA8N GOLGA8Q GOLGA8R GOLGA8T GOPC GPAM GPCPD1 GPHN GPR82 GRB14 GRIK2 GRM5 GRPEL1 GTPBP8 HACD3 HAPLN1 HDHD2 HEBP2 HECA HERC4 HIPK1 HMGN5 HNF4G HNRNPA2B1 HNRNPDL HSPA4L HYCC2 ID4 IDE IDI1 IFT81 IL5 INPP1 INSIG2 INTS2 INTU IREB2 IRF5 ISOC1 ITPR2 KANSL2 KAT6A KCNJ16 KCNJ2 KCNN4 KCTD8 KDM4D KIAA0753 KIAA1522 KIF4A KIF4B KLHDC1 KLHDC10 KLHL15 KLHL42 KLHL5 KLHL8 KMT2E LACTB2 LATS1 LATS2 LCA5 LCOR LEPROTL1 LGALSL LHX1 LIFR LIN9 LMBR1 LRCH2 LURAP1L LZTFL1 MACIR MACROH2A1 MAK MAP1LC3B MAP3K2 MARS2 MATR3 MBNL1 MBNL3 MBTD1 MDFIC MINDY2 MKLN1 MLF1 MND1 MON2 MRFAP1 MROH8 MRPS18C MSL3 MTMR6 NAA25 NADK2 NAIP NCAPG2 NCKAP1 NDUFB4 NDUFB5 NEFL NEXMIF NFAT5 NIFK NIN NOG NOX4 NPR3 NR3C1 NRARP NRN1 NSMCE2 NSUN4 NSUN6 NT5DC1 NUDT12 NUP50 ONECUT2 OSBPL8 OSER1 OSGEPL1 OSM PANK1 PAPOLA PBX3 PCDH7 PCDH9 PCF11 PCSK6 PDE4D PDHX PDS5A PER3 PEX19 PHACTR2 PIAS2 PIEZO2 PIK3C2A PLSCR4 PLSCR5 PLXDC2 PNISR POC5 POF1B POT1 POU2F2 PPP4R2 PRDM11 PREX2 PRR15 PSIP1 PTP4A1 PTPN4 PUM2 PWWP2A PWWP3B PYGO1 RAB30 RAB6A RAB6C RAB6D RALGPS1 RAP1B RASAL2 RASSF10 RBL2 RBM39 RBM46 RBM47 RELL1 RNF103 RNF11 RNF138 RNF180 RNF2 RNF212B RNF6 RPAP3 RPRD1A RRP15 RRS1 RTKN2 RTL4 RTN1 RUFY4 RUNDC3B SAMD8 SANBR SASS6 SBF2 SCAI SCG2 SCN3A SELENOI SENP7 SERINC5 SETD3 SFR1 SGCZ SH3GLB1 SIPA1L2 SIX4 SLC10A7 SLC2A2 SLC30A8 SLC35A1 SLC38A4 SLC44A5 SLC7A11 SLCO2A1 SLITRK4 SLX4IP SMIM14 SMIM8 SNTG1 SNX16 SNX18 SORCS1 SOX11 SPOCK3 SPPL2A SPRED1 SPRY3 SPTBN1 SRSF2 SRSF5 ST6GALNAC3 STAM STK17B STYX SV2A TAB2 TAF1A TBL1XR1 TCERG1 TEX12 TGOLN2 THUMPD1 TLNRD1 TMBIM4 TMED5 TMEM132B TMEM167A TMEM237 TMEM243 TMEM263 TMEM33 TMEM97 TMOD3 TNFSF11 TNPO1 TNRC6B TPGS2 TRDN TRIB2 TRIM13 TRPM7 TSPYL5 TTC21B TWF1 TYRP1 TYW3 UBA2 UBB UBE2N UBE2Q2P13 UBE2W UBQLN1 UBR7 UFSP2 USP33 USPL1 VSTM4 WASL WDR43 WDR75 WLS WNK3 YIPF5 ZBTB21 ZBTB43 ZC3H12C ZEB1 ZFHX4 ZFP36L1 ZFPM2 ZIC3 ZNF131 ZNF148 ZNF260 ZNF28 ZNF280D ZNF302 ZNF319 ZNF451 ZNF493 ZNF519 ZNF660 ZNF696 ZNF800 ZYG11B MIR3144_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3144_3P CCT6B CDH9 CECR2 CNTN1 COX20 CSTF3 CTNNA1 DDX17 DENND6A DPP8 EIF1AX ERAP1 EYA1 FAM166B FAM47E FOXF1 GEN1 GPCPD1 GRID1 HDAC4 HEPHL1 HERC4 HNRNPH1 HSD11B1 IFT52 LPP LRRC18 MAN1C1 MEF2C MTRF1L NCBP1 NFX1 NR3C1 OPRM1 PABIR3 PATL2 PDE8B PHIP PNO1 PROX1 PTGER4 RBAK RBM7 SALL1 SAMD5 SATB2 SGO2 SH3GLB1 SLC1A7 SLC2A12 SLC44A5 SLITRK4 SWT1 SYNE1 TAF7L TWSG1 TYW5 UBR3 VKORC1L1 ZNF106 ZNF12 ZNF521 MIR3144_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3144_5P AKNA AMER2 ATP11B CAMK2G CDK19 CERKL CHRFAM7A CLRN1 DHRS9 DIP2C ECEL1 EGR3 EPB41L1 EXOSC2 IMPA1 INHBC IQSEC3 ITK KCTD15 KIR2DL1 KIR2DL3 KIR2DL4 KIR3DL3 MALL MSX1 NCOA5 NDST1 NRGN NTRK2 PEG10 PHKA1 POU2F2 PPP1R9B RANGRF SCN3A SH3PXD2A SHISA6 SHISA7 SHISAL1 SIK3 SLC1A7 SMARCD2 STMN4 TANC2 TBC1D5 TMEM201 TP53INP2 TRAM1 UBL4A VPS26B WDR91 ZFP41 MIR3145_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3145_3P ABCC4 ACBD3 ACSL6 ADCY6 ADGRL4 ADRB3 AFF2 AFF4 AGK AKR1C2 ANGPT1 ANKIB1 ANKRD50 ANO1 ANTXR2 ARHGEF28 ARMC10 ATG2B ATN1 ATXN3 BAZ2B BECN1 BLZF1 BMP2 BRIX1 BTBD1 BTNL3 C11orf54 C4orf33 C7orf25 C8orf33 CA8 CAP2 CARF CASZ1 CCDC112 CCDC136 CD274 CD44 CDC14A CDH11 CDH6 CDKL4 CDKL5 CELF2 CHIC1 CHMP4B CHP1 CIDEB CMSS1 CNNM4 CNOT8 CNR1 CNTN1 CNTN6 CNTNAP2 COCH COL13A1 CPXCR1 CRYBG3 CXorf66 DARS1 DENND4A DGKH DIXDC1 DNM1 DOCK4 DPYD DRD1 DYNC2LI1 ELAVL2 ELOVL7 ENPEP EPRS1 ETV1 EXOSC8 EYA4 FAM210A FAM241A FCGBP FGD4 FGD6 FRK FRMD5 GABRA4 GAN GCDH GFPT1 GPR180 GPR63 GSTA4 HMGN3 HNF1B HOOK3 IGF1 IL25 ITCH ITM2B JAG1 KCNJ4 KCNV1 KIAA2013 KIF16B KLHL4 KRT28 KRT31 KRTAP1-1 KRTAP2-1 L3HYPDH LDOC1 LILRA1 LIN7C LIPA LRRC19 MAP2K6 MAP3K20 MARCHF3 MBD4 METTL7A MIB1 MICU1 MIPOL1 MORC3 MPV17 MYADM NAA30 NLGN4Y NPAT NPR2 NR2C1 NR4A3 NTS OSBPL3 PABPC5 PAIP2B PANK1 PCDH10 PCGF5 PCLO PDE6C PERP PF4 PFKM PHF20L1 PKIA PLCB4 PLEKHM3 PLPP3 POLR3B PPFIBP1 PPP1R3G PRIM2 PRKAA2 PRKD3 PRRG1 PSMG2 PTBP3 PTPN4 PTPRK QKI RAB23 RAB3C RAD17 RASAL2 RBL1 REEP3 RIOX2 RNF38 RSBN1 RSRC2 SATB1 SLC24A2 SLC39A10 SLC39A12 SLC6A7 SLC6A8 SMAD9 SMARCAD1 SMDT1 SNAP25 SNX31 SPACDR SPRY1 STYK1 SULT1C3 SULT1E1 SULT2A1 SYNPO2 SYP SYT1 TANK TFAP2B TGM2 THAP10 THAP12 THYN1 TMEM130 TMEM169 TMEM175 TMEM230 TMEM47 TNFSF13B TNIK TNS3 TOB1 TOPBP1 TPBG TRAF3 TRAPPC11 TROAP TTC39B TWIST1 UBE2V2 UNC13C USP15 USP3 VCPIP1 ZBTB41 ZCCHC18 ZCCHC24 ZDHHC5 ZEB2 ZIC1 ZMYND8 ZNF267 ZNF273 ZNF664 ZNF681 ZNF714 ZNF749 ZNF770 ZNF793 MIR3145_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3145_5P ACTC1 ADGRV1 ANGPTL3 ANKFY1 AP4E1 ARHGEF12 ARMC5 ARMT1 ARSG ATP6V1B2 BOLA2-SMG1P6 C6orf62 CALCOCO1 CALHM5 CDH8 CDK8 CGGBP1 COPS2 CREBBP CREBZF DARS1 DCLRE1B DCN DEFB132 DENND5B DOCK8 DST EGR1 EIF3B EIF3J ELK4 ELOVL4 ENO4 ETV6 FAM181A FBXO28 FPGT GDPD1 GPR137C HOXA2 HSPA4L IGF2BP3 INO80 IPO5 JARID2 KDM7A KIAA1328 KLHL23 KY LACC1 M1AP MDM2 MIER1 MRPS10 NGLY1 NIN NONO OXGR1 OXR1 PDS5A PHF21A PIP4K2A PLAGL2 PNN PSMD10 PURA RAP2A RCC2 RFESD RFX3 RNF144B SBSPON SCN1A SEH1L SLC15A5 SLC22A23 SLC39A2 SLC5A6 SLC9A6 SNAP91 SPIN3 STK39 STRN3 STRN4 TAF5L TBC1D12 TCEA1 TERF2 THNSL1 TMEM30A TRIM37 ULK2 USP1 USP10 USP44 VASH1 ZCCHC2 ZNF550 ZNF831 ZSCAN30 MIR3146 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3146 ACOT11 AHSA2P ANKH ANKIB1 AP3B1 ARHGAP11A ATP6V1C1 BCKDHB CACNA1D CLVS2 CNTN4 COL4A4 CTHRC1 CXCR6 DCTN6 EHBP1 EIF4A2 ENKUR ETS1 F9 FOXN2 L3HYPDH LHFPL2 MYEF2 NCOA2 NLN NR2E1 NSD3 NTF3 NUDT10 OCRL PCDH9 PIWIL1 PRMT3 RARRES1 REPIN1 SLC6A4 SOX30 SUN2 TBC1D15 TDRD15 TMEM236 TSNAX UBE2H UGT8 VAMP7 WBP4 ZKSCAN8 ZNF470 ZNF624 MIR3147 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3147 ADAM28 BEST3 BMP2 C1QB CCDC39 CNOT2 CNTN5 COL11A1 CREB3L1 DYRK2 F2RL2 FEM1C GRIK2 HNRNPD HSD3B2 HTR4 IL1B KCNH4 MAN1C1 MEX3C MYO1F PGPEP1L PLEKHS1 RNF4 RORA RPS29 SHISA9 SLC39A8 SPOUT1 TPD52L3 USP12 ZBTB10 ZDHHC3 ZNF20 ZNF202 ZNF687 MIR3149 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3149 ADD3 ADGRL2 ADRA1A AK9 ALG13 ANKRD12 ANKUB1 ANO4 AR ARRDC3 ATG4A BCOR BEND6 BIVM BRIP1 C12orf4 CA10 CACYBP CAMK1 CAMTA1 CCDC88A CDH11 CDK8 COG6 CPSF2 CREBRF CRISP3 CYP20A1 DGKH DHODH DNMT3A DPY19L3 EAPP EFCAB11 ELAVL2 ELK4 EPHA7 EXOC4 FGB FKBP7 FMR1 FNDC3A FOXR2 GABRA5 GALM GET1-SH3BGR GLRA3 GNG5 GPALPP1 GRM8 HTR1E ICA1L IGF2BP3 IL31RA IQSEC1 IRS1 ITPRID1 ITSN1 KANK4 KANSL1L KIF1B LRCH1 LRRC7 MAGEB6 MBTD1 MCTP2 MFAP2 MFSD4A MIGA1 MYO1D NCBP1 NEK7 NEUROD2 NHLH1 NOTCH1 NXN OST4 PAPOLA PAXBP1 PBX3 PCDH17 PEG3 PER1 PGM3 PHIP PIK3R6 PLD5 PNO1 PNRC1 PPP4R3A PRDM8 PRDX3 PRKX PSPH PTAFR RAB33A RABIF RB1 RHOBTB1 RIMS2 RNF11 RORA RORB RPP14 SAV1 SCN7A SCN9A SEMA3D SGIP1 SH3BGR SH3RF2 SLC22A4 SLC25A31 SLC31A2 SLC35G2 SLC7A11 SLC7A14 SLCO3A1 SMC2 SMOC2 SPARC STARD4 TFEC THBS1 TMEM47 TOX3 TTC23L TYW1 TYW1B UBE2N USP51 UTS2B VAPB VKORC1L1 VPS13C WWC2 XK YAF2 ZBTB41 ZC3H12B ZC3H12C ZC3H14 ZC3H6 ZDHHC15 ZDHHC21 ZNF140 ZNF326 ZNF592 ZNF677 ZNG1C ZNG1E ZNG1F MIR3150A_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3150A_3P AGGF1 APOA5 AQP2 ATP2B4 BARHL1 BCAM BRME1 C1orf21 CAVIN1 CCDC97 CD1E CDCA5 CDR2L CHAD CIB2 COP1 CPA5 CPSF7 CSNK1A1 CSNK1A1L CTIF DLK1 EEA1 EGLN2 ELAVL3 ELK1 ENO2 ETNK1 EVC FA2H FBXO41 FGFR1 FKBP10 FREM1 GATAD2B GPD1 GRIK3 HECTD3 HMGCS1 IFI6 IFNLR1 IGFBP5 IRAG2 IRGQ ISLR KIAA0825 METTL7B MYPOP NACC1 NBL1 NCDN NEUROD2 NHERF1 NOVA1 NOVA2 NSG2 OAF PA2G4 PCDHB4 PDZD7 PLAC8L1 PLEKHS1 POU2F2 PPP4C PPP4R3B PRKACA PRX RAB7A RBM14 RBM38 RD3 RIMS3 S1PR2 SCN4A SCRT2 SELENOP SEMA5A SEZ6L2 SLC16A2 SLC25A37 SMARCC2 SNCB SPATA31D3 SPINDOC SPOCK2 STIM1 STMND1 SVIL SYNGAP1 TAF15 THY1 TLN1 TMTC3 TRAM1 TTC9 VAT1 VCAN WNK3 ZNF280B ZNF618 ZYG11B MIR3150B_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3150B_3P ACSBG2 ADAM28 AGPAT1 ANKS1A APCDD1 ARHGEF39 ATG16L2 ATL2 BAAT BASP1 BAZ2A BLMH BRIP1 CACNB4 CALCOCO1 CCDC127 CCL13 CCNI2 CD302 CD59 CDK17 CHRDL1 CLSPN CNTFR COPG2 CSGALNACT1 CSRP3 DAB2 DKK2 DLG1 DLG2 DNAAF11 DOCK8 DSC3 DTX4 E2F2 ENDOD1 ENOSF1 EXOC8 FAM168A FBXO31 FBXO42 FCGR1BP FIBIN FMNL3 FOXJ2 FRZB FTHL18P FUT8 GDF5 GEMIN4 GFRAL GPR61 GPR65 GRIN2A HBP1 HLA-DQA1 IFFO2 IGF1R IGF2R IKZF4 INO80D JPH4 KANK2 KAT7 KIAA1549L KLHL29 KLRG1 LUZP1 LY75-CD302 LYPLA1 MED18 MMADHC MMP11 MS4A1 MS4A13 MTMR11 MTPN MYO1D NAIF1 NAV2 NCEH1 NDUFA4 NFIC NRN1 NSD2 ODF1 ONECUT2 PABIR1 PABIR2 PARP11 PBX2 PDPR PDX1 PGR PITPNA POU2F2 POU3F3 PRDM15 PRG2 PRKCA PRKRA PRPF4B PSD2 PSMD11 RCL1 RFX5 RHOA RHOH RIC3 RNF39 RNF44 RORA RSPO4 RTL5 SGCZ SH3PXD2A SH3TC2 SIX3 SLC24A2 SLC25A13 SLC25A17 SLC25A36 SLC34A1 SLC35F1 SNAP25 SOCS6 SOGA1 SOX6 SSBP2 TAGLN3 TAOK2 TMED10 TNS1 TREM1 TRIM21 TRIM66 TSC22D4 TULP4 UBE2QL1 UBXN7 UHMK1 USB1 VRK3 WNT1 XPO7 ZBTB39 ZBTB44 ZDHHC9 ZFYVE1 ZNF652 MIR3151_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3151_3P ACP6 AKAP5 AKR1B10 BTRC C20orf173 CD24 CLCN6 COG7 EIF4A2 FANCC FARS2 FGFR2 FZD4 GATAD2A GLRX GPBAR1 GRID2IP HTR7 IGF2BP3 ITK KCNE4 KRTAP2-3 LAMTOR3 LFNG MBNL1 MRPL35 NDC1 NFE2L3 NR2F1 OR7A5 PPP3R1 RABEP1 REEP5 SELENOF SERPINB5 SLC30A7 TCF7L2 TIAM2 TIRAP TMEM183A TMEM183BP TMTC1 MIR3151_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3151_5P ABCE1 ADD1 ADH1B ARHGAP33 C1orf167 C9orf50 CADM1 CAMK1G CAMTA2 CAPN1 CCDC97 CDH11 CPSF7 CRMP1 DCDC2C DOCK3 DRP2 ERF FAM120A FBXO41 FCMR GNG13 GOLPH3L GTPBP2 HNRNPA0 HOXC8 INPP5A KIF21B KLF2 MEIS1 MEP1A NAA35 NAA60 NECTIN1 RPRD2 SEMA6A SLC30A2 SMG5 SNAI1 SNW1 SNX32 SPATA31D3 SPATA31D4 SPRN STIM1 TMEM132E TPPP UCN2 VAV2 ZCCHC13 ZNF213 ZNF234 MIR3152_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3152_3P ADAMTS6 AKR1C2 ANK2 ASPH ATF6 BARD1 BATF2 BHLHE41 BICD2 C15orf62 C9orf72 CD40LG CEP44 CFAP300 CLDN1 CLDN11 CNNM1 CNTD1 COL4A1 CPEB3 CPT1A CYB5R2 CYTL1 DHX8 DNAJC21 DPPA4 ECM2 EMX2 FAM120AOS FOXD4L5 GAB1 GGPS1 GORAB GPR171 HEATR5A IGF2BP3 KBTBD8 KCNA7 KCNMB2 KIAA1958 KLF3 KLF6 LANCL2 MBTD1 MED29 MMP1 MOSPD1 MTHFD2L MUC21 NKAIN2 NR4A1 P4HA1 PLAUR PLOD2 PLXDC2 PLXNC1 PPBP PRKAB2 PRRC1 PTPRD RFPL4B RHPN2 RLIM RNF39 RRAGC RYK SCUBE3 SEM1 SEPTIN7 SNX3 SPTBN1 SYCP3 TGFBR1 TIGD6 TSC22D2 TTF2 ZNF235 ZNF37A ZNF550 ZNF577 ZNF582 ZNF609 ZNF853 MIR3152_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3152_5P AAGAB ANKH ARGFX ARIH2 ASCC3 BAGE2 BCORL1 BIVM CAST CBX7 CCDC182 CEP85L CHML CHODL CLTC CNST COL27A1 DPYSL5 EIF4A1 ERVFRD-1 ESRRG EYA4 FARP1 FNDC3A FOSB HEPHL1 KBTBD8 KCNJ15 KMT2D MARK2 METAP2 MIER3 MTCH1 NDUFA2 NSD2 PCNP PEA15 POU3F2 PPARGC1A PPP4R3B PROX1 PTPN4 PURG RAD54L2 RASA4 RASSF6 RBMXL2 RHOXF1 RMND5A RPS6KB1 SLC22A15 SLC9A2 SLITRK4 SMARCA2 SMR3B SPAG9 SRSF8 TLCD4 TMEM62 TOR1B TRIM64 TRIM64B TSPAN18 VAMP4 ZBTB33 ZBTB4 MIR3153 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3153 AAK1 AAMP ABCC1 ABHD13 ACER2 ACP7 ADAM23 ADNP ADPRHL1 AFF2 AGO3 AMMECR1 ANKRD17 ANTXR1 APOOL ARFGEF2 ARFGEF3 ASCC3 ASTN1 ATP1B1 ATP6V1G2 ATP8B4 ATXN2L BCL9 BLTP3A BRPF1 BTN3A3 C1orf198 C3orf14 C9orf72 CACNA1E CCDC30 CDCA3 CDH11 CDK5 CHD3 CHTF8 CLASP1 CLASP2 CLEC7A COLGALT2 CREBL2 CTNNA3 CXCL14 DCAF16 DGKH DLC1 DLG3 DNAJC6 DPF2 DSCAM EBF3 EFNA5 ENTPD4 EPM2AIP1 EPS8L3 ERBB3 ERGIC1 F5 FAM234B FAXC FBXO4 FECH FKBP5 FMO1 FNDC3A FOXN1 FRA10AC1 GAS7 GEMIN8 GKN2 GLYATL3 GOLPH3 GORASP1 GPC6 GPRASP3 GRM5 GSPT1 GSTT2B GUCY1A2 HDGFL3 HLA-DQA1 HMGN5 HOXB3 HSPA9 HSPB6 IPPK KCMF1 KIF21B KLF14 KLF8 KMT2A KNSTRN KPNA3 KRBA1 KSR2 LANCL1 LIPA LMBRD2 LOX LRRC51 LSM11 LYN LZTS3 MAPK8 MARCHF4 MARK1 MARVELD3 MAT1A MBOAT7 MCM10 MECP2 MEGF8 MEX3C MIA3 MMD MYCL NALCN NCAN NCBP3 NEK2 NEUROD1 NOTCH2NLA NOVA2 NPAS3 NSD1 NUDC OSBP PAPPA PARP15 PBX2 PCDH12 PFN2 PIGN PKD2 PLA1A PLCD4 PLEKHS1 PLS3 POU3F4 PPIP5K2 PPM1L PREX2 PSTPIP2 RAB33A RAB5B RAB8B RABGAP1 RAPGEF6 RAVER2 RBM4B RGS8 RICTOR RIMOC1 RND3 RNF175 RPH3A RPP14 RTL5 SAMD10 SDK1 SELENOI SEMA3G SENP1 SH3D19 SH3KBP1 SHISAL1 SHPRH SHTN1 SLC18A1 SLC4A8 SLC7A14 SMIM12 SNRK SNX11 SNX27 SPICE1 SPOCK3 SRRM4 ST3GAL1 STRADA STRN4 STYX SULT1C4 SUOX TACC1 TAP2 TESK2 TGFBR1 THSD7A TIGAR TIGD3 TMEFF2 TMEM164 TMEM217 TMPRSS13 TNIK TRABD2B TSC1 TTC9 TTI2 USP46 VANGL2 VCL VPS25 VTCN1 WDR26 WDR43 YIPF5 YWHAG YWHAZ ZBTB20 ZBTB43 ZBTB9 ZDHHC18 ZDHHC21 ZDHHC9 ZEB2 ZMYM3 ZNF3 ZNF326 ZNF704 ZNF84 MIR3154 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3154 ACP7 ADPRHL1 ADRB3 AFDN APPL1 ARF3 ARMC3 ASCC3 BCL2L13 C1orf226 C20orf96 CALCA CAMK1D CAMKV CCDC191 CCNG2 CCR4 CCT6B CD84 CDC42 CDK2 CES4A CLIC5 CLOCK CMTM7 CNTNAP2 COX15 CPEB2 CTCF CTSC DPF2 ELAVL1 EPB41L2 EVA1C EVI2A FAM181B FAM76A FEZ2 FHL1 GGA2 GIGYF2 GML GPAT2 GRIN2B HCFC1 HIPK3 HMGN2 HOXB8 INO80D KCNQ5 KIAA0513 KMT2B KMT2C KY LARP1 LIN54 LINGO1 LURAP1L MBIP MECP2 MED20 MEIS3 NAGA NFIX NINJ2 NOVA2 NPEPPS NPL NRXN1 NUP43 OST4 PIANP POU2AF1 POU2F1 POU3F4 PPARG PPP1R11 RAD51C RBM18 RBM8A RORA RSPH3 RUNX2 SCAMP5 SFXN3 SKP1 SLC25A15 SLC31A1 SLC6A19 SMAD3 SOCS2 SORCS1 SOX8 SPATA33 SPRY3 SPTSSA SRD5A1 SRP19 TERF2 TFCP2L1 TLK1 TMEM170B TP53INP2 TRIM5 TRMT5 TTBK2 UBE2L6 URM1 ZBTB20 ZFP28 ZNF219 ZNF697 ZNF783 ZNRF1 ZSCAN9 ZSWIM4 MIR3155A_MIR3155B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3155A_MIR3155B ABCB10 ACVR1B ADGRE2 ALPK3 ANAPC7 AVL9 BSDC1 BTG4 CARHSP1 CDK9 COLQ CPLX3 CREB3L3 CRTC3 CSF1 CSRNP2 CYB5B DAG1 DCBLD2 DPYSL2 EFNA5 EFR3B EPX FGF1 HIPK1 HIVEP2 HK2 HLA-DOB HNRNPR HOXA5 IFNAR1 IGBP1 JADE2 JPT1 KCNJ14 KIAA1549 LZTS3 MAGI1 MAP2 MCTP1 MED8 MFSD14A MGAT5 MYCBP2 NDOR1 NDST3 NFATC4 PDGFA PIKFYVE PKNOX1 PTGER4 PTPRE QTRT2 RAB30 RETREG1 REV1 RHOBTB1 SERTAD1 SLC20A2 SNN SOX5 SPDYA STRN TBCD TGFBR3 TGM2 TNFSF9 TNR TNRC6C TOR3A TSGA10 TWNK VKORC1 WFS1 XPO4 ZMIZ1 ZSWIM6 MIR3156_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3156_3P ABCA9 ACP2 ACVR1C AGBL3 ANKRD44 ATXN1 BTF3L4 C2orf49 CAPRIN2 CDC25A CENPP CNDP2 CRKL CTSC CWH43 ELF2 ERLIN1 FREM2 GCC1 GPR63 GRIA2 HLA-DPB1 HNF1B HSPA14 HTRA4 IGF2BP1 IKZF2 INO80D ISL1 KMT2A LAMC2 MCC MDM4 MEF2C MEIS1 MIS12 MYF6 NCAPG NEXMIF NR2C2 NUFIP2 PCDH15 PENK POLR1B RFX3 SEPTIN11 SLC31A1 SMAP2 SMARCA1 SPRTN TARDBP TCF20 TNPO1 TPK1 TPT1 UBASH3B UBE2W UBE3C UBQLN1 USP48 VASH1 YTHDF2 ZFAND2A ZFP36L1 ZFP90 ZNF124 ZNF135 ZNF14 ZNF146 ZNF189 ZNF230 ZNF268 ZNF302 ZNF367 ZNF37A ZNF384 ZNF426 ZNF439 ZNF440 ZNF544 ZNF559 ZNF559-ZNF177 ZNF584 ZNF586 ZNF594 ZNF732 ZNF763 ZNF773 ZNF781 MIR3156_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3156_5P AFF4 AJAP1 AKAP8 ARPC4-TTLL3 BCAT1 C3orf38 CCND2 CCPG1 CDC123 CDC42 CHAC2 CIP2A CNOT7 COQ6 DIPK2A DLK1 ELAVL2 ELOVL5 EXD2 FAM13A FREM3 FUBP1 GBP5 GDPD1 HACD4 HIF3A IFT74 KCND2 KCNJ16 KLHL11 L3MBTL4 LYZ MBNL1 MFAP5 MINAR1 MORF4L2 NIPAL2 NRG3 PDK3 PLAG1 PML POLR3G RAB27A RAMAC RAP1A ROCK2 RPF2 RTN4 SCMH1 SDC2 SDF2 SESTD1 SKAP2 SLAMF6 SLC44A5 SP100 TACC1 TFPI2 TGFBR1 TMCC1 TOP1 TRPS1 TTLL3 UBE3D WNK3 XRN1 ZBTB46 ZFR ZNF273 ZNF711 MIR3157_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3157_3P ACP6 ADCYAP1 AP2B1 APBB2 BMP2K BRD8 C18orf25 COG5 CTDSPL2 CTSC CYP3A5 DIPK2A DRD1 EIF2AK2 FGL2 GID4 HTR2C ITGB1 KCNB1 LIPH LVRN NEK2 OR11A1 PLRG1 RAD21 RGS7BP SGK3 SLC12A2 STOX2 SUMO2 SYTL2 TANC1 TMEM150A TMEM167B USP34 WDR37 ZNF143 ZNF644 MIR3157_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3157_5P ABR ABRAXAS1 ACO2 AGO4 AP1AR ARCN1 ATXN1L BCKDHB BHLHE22 BTG2 C1orf122 C2orf83 CDH17 CEACAM8 CEBPE CHD2 COL2A1 CPEB4 DCLK1 DECR2 DMRT3 DPH6 DSCC1 DUSP23 DUXA ECPAS EPN2 FAM53B FLRT3 GATAD1 GLT1D1 GREB1 GRM8 HAPSTR1 HSBP1 IRAG1 KIF21A KRT222 LINC02953 LRRC58 LSM11 MAD2L1BP MAL2 MAN2A1 MARCHF5 MBD1 MCC MEIS2 MEX3C MGAT4A MICAL2 MIDEAS MOB3B MRPS23 MYH8 MYO1D MYO9B NAA50 NASP NCAN PALD1 PHF21A PIGN PIGS PIK3CA PPP1R1B PPTC7 PRICKLE2 PTBP2 PTPN20 PTPRE RAB3IP RAD51B RB1CC1 ROCK1 RPP14 SEC62 SELE SLC66A3 SMURF1 SNAP25 SOX30 SPECC1L STAU1 STIM2 STRAP SYT10 TANC2 TBC1D12 THOC2 TLE4 TMEM182 TMEM184C TMTC1 TNFRSF21 TPM1 TREML1 TTC39C UBASH3B USP16 VBP1 YPEL2 ZBTB34 ZFP1 ZHX3 ZNF410 ZNF474 ZNF516 ZNRF3 MIR3158_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3158_3P ATM BNIP5 BRINP2 CAMKK1 CENPI CWC25 CYP46A1 DGKH EIF1AY EIF3M FKBP1A HECW2 IL2 ITGA4 KNL1 MBTD1 MZF1 PCDHB4 PUS10 RELN RIMS2 RORA SFPQ SHISA8 SLC23A2 SNX27 SOX5 STAT3 STRBP TOX3 UBXN2B WASF2 WDFY3 ZNF135 ZNF426 ZNF544 ZNF629 ZNF74 ZSCAN16 MIR3158_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3158_5P ABCA13 ADAM22 ADAM7 AHCYL1 AMOTL1 APRG1 ARHGAP20 ARHGEF10 ARPC2 ASTN1 ATP6V1C1 BCL6 BTAF1 C17orf107 C3orf14 C8orf44-SGK3 CALN1 CAMSAP2 CAMTA1 CARS1 CCDC6 CDKL4 CHRFAM7A CHRNA7 CHST2 CIT CKLF CLEC14A CLSPN CNOT2 COL12A1 COP1 CORO2B CPEB4 CTNNA3 CTNND1 DICER1 DNAJC6 DNER DST E2F7 EHD4 EIF2AK2 ENC1 EPB41 EPHA4 ERBB2 ETF1 FAF2 FAM219B FAM43B FAM98A FANCD2OS FAT3 FIBIN FIGN FXR1 GARIN6 GATB GGA2 GLTP GLUD1 GPC4 GYG1 HACD2 HBEGF HDAC1 HIP1R HIPK1 HMGN3 HSPA12A HTR1B HTR3E ICE1 IKZF3 IL10RA IPO8 KAT7 KCNA1 KCND2 KCNQ3 KCTD9 KHDC4 KIAA0513 LDB3 MAEA MANEA MAP1B MARK4 MED13L MEF2A MN1 MTMR2 MYORG NIPBL NOD1 NT5C2 NUDT7 NUFIP2 OCM2 PATZ1 PFKFB3 PGAP4 PGM3 PGRMC1 PHACTR3 PHF24 POLDIP2 PPM1A PPP1R2 PPP4R3A PRPF19 PSD3 PTCHD1 PTPN2 RAB30 RAP1GDS1 RAPGEF6 RASSF10 RCOR1 RELN RNF187 RNF19A RP1L1 RPGRIP1L RPL15 RPP14 SERTAD2 SETD3 SFRP1 SGK3 SH3PXD2A SHISA9 SLC25A38 SLC2A10 SMAD4 SMARCE1 SMCO1 SNTG2 SP1 SPRYD7 SRSF7 TAL1 TDRKH TEAD1 TGFB2 THOC5 THPO TMEM62 TNFRSF19 TNFRSF1B TNFSF8 TNRC6B TRIM7 TTYH2 TUB UBE2B UCHL1 UGGT1 USP9X VKORC1L1 WDR47 WNK3 WSB1 WWTR1 ZC3HAV1L ZFR ZMYM6 ZNF566 ZNF780A MIR3159 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3159 AHCYL1 AIG1 AMZ1 APOBEC4 ASB4 ATXN1L BBS7 BHLHE22 BPNT1 C1orf53 CABYR CATSPERE CDH8 CHD8 CLTA CNGB1 CNKSR2 CNTN1 CTSC DCX DENND1B DNAJB9 DYRK2 EEIG2 EFHC2 EIF3A ELAC1 ELAVL1 ENPEP ENPP2 ETV1 FA2H FAM171A1 FBXO33 FNBP4 G6PC2 GAS1 GAS2 GOLM1 GPR85 GSPT1 GUCY1A2 GYG1 HAPSTR1 HLF IKBIP KANK2 KBTBD2 KCMF1 KDM7A LPCAT2 LPP MAD2L1BP MB21D2 MECOM MEX3A MLF1 MTRF1L NCAPG2 NUDCD1 OST4 PDE11A PHAF1 PHF6 PIGM PLPP6 PMP2 PPP1R11 PRKD3 PRR11 PTPN3 PUM1 RBBP4 RGS7BP RGS9BP RP2 SCLT1 SETBP1 SIMC1 SLC25A31 SLC4A10 SLC9A9 SORCS1 STK3 TCF12 TESMIN THAP10 TMEM255A TOX UHMK1 ULK2 WNK3 XKR9 YY1 ZBTB20 ZNF432 ZNF566 MIR3160_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3160_3P A1CF ACTBL2 ADH1B ALOX5AP AP4B1 ARL8A ATP8A1 BTBD19 C1orf174 C3orf70 CHTF8 CNKSR2 CNOT1 CORO6 CREB3L1 CRIM1 CROT CSN3 CUL3 DEPTOR DESI2 DIXDC1 FABP7 FAM153A FMNL3 FN1 GIPC3 HIPK2 HOXA1 ID4 IFNA2 LARP1B LILRA4 LRRC75A LYZ MAP3K9 MFSD9 NAB1 NCOA3 NSMCE3 PCDH9 PDE7A PUS1 RAB10 RAMAC REPS1 RNF144A RNF168 RPS6KB1 RUFY2 SDHAF2 SLC6A13 SLC8A1 ST8SIA5 SVIP TBL1Y TET2 TFAM TMEM11 TPRG1L TSPYL6 UVSSA VNN1 XPO7 YPEL5 ZC3H12C ZNF217 ZNF611 ZNF699 ZZZ3 MIR3160_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3160_5P ABI3BP ADAM10 ADAMTSL1 AGO1 AKAP12 ARID2 ARID4A ASMTL ATF7IP2 ATP11C BDP1 BMPR1B BMT2 C1orf141 C1orf43 CACNA1G CAMK2N1 CAPZB CCDC69 CDHR3 CDK14 CDK6 CDS2 CHRM2 CLASP2 CLDN12 CLIC5 CNOT7 CNOT9 CNTN5 COA5 COPS9 CREB3L1 CRKL CSNK2A2 CTNND2 CWC27 CXCL5 CXorf38 CYTH3 DAAM1 DCUN1D3 DENND10 DEPDC4 DGKI DIP2A DNAJC13 DPPA3 DSE DUSP18 EIF4A2 ELMOD2 EPS8 ERAP1 EXOC5 FAM107B FAM118A FHL5 FHOD3 FIGN FNDC9 FOXP2 FUT9 GABPB1 GFRA1 GLIPR1 GNAS GNS GPATCH2L GRM1 HBEGF HCFC1 HLA-DQB1 HYCC2 IGF2BP2 IGSF11 INSM1 INSYN2A JRKL KALRN KAT2B KCNK2 KCTD4 KCTD9 KIF3B KITLG KPNA3 LMO7 LPAR1 LYPD6B MEF2C MEGF9 MICAL2 MPDZ MSL3 MTREX NAALADL2 NCOA2 NDUFA10 NECAP1 NEDD9 NEFM NEU3 NR4A3 NSL1 NTAN1 NWD2 ONECUT2 OPCML OTUD7B OXR1 PARP11 PATE1 PBX1 PCSK2 PDGFD PDGFRA PDGFRL PFKFB3 PFN2 PHACTR2 PLXNA4 PLXNC1 PPM1L PPP3CA PROSER2 PROX1 PRSS16 PTPN4 PTPRK PWWP3B RAPGEF1 RASGRF2 RBMS3 RC3H1 RCBTB2 RCOR3 RETREG1 RFC3 RMND5A RPRD2 RPS6KB1 RSBN1 RSPO4 S1PR3 SASH1 SCAI SCD SCN8A SCRN3 SENP1 SEPTIN3 SERINC5 SERP1 SFPQ SGCD SGCZ SGK1 SH3BGRL2 SH3TC2 SHISA9 SIPA1L1 SIX1 SLAMF6 SLC12A2 SLC24A4 SLC44A1 SLC5A3 SLC9B2 SMC4 SPAG9 SPOPL SPRED1 ST7 STMND1 STXBP5 SYNJ2BP TAB3 TAFA5 THUMPD1 TICAM2 TM4SF18 TM9SF3 TMEM161B TMPRSS15 TNFAIP1 TRAK2 TRDMT1 TSC22D2 TUB UBE2B UFL1 UNC13C USP32 VAT1L VGLL3 VIPR1 VIRMA WASF1 WSB1 ZBTB38 ZC3H12C ZEB1 ZFHX3 ZFHX4 ZNF236 ZNF385B ZNF573 ZNF704 MIR3161 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3161 ABCC4 ABI3BP ADAM12 ADRA2B AHR ANGEL2 ANO5 ANO6 ANP32E ARHGEF28 ARHGEF40 ASB5 BCL2 BOLL C1orf141 CBR1 COL11A1 CORO2B CS CSNK1G3 EBF1 EIF5A2 EMC3 ERCC6L2 ERLIN1 FN1 FZD3 GRB14 GRIK2 GTF2B H1-8 ITGB8 LILRA1 LRRN1 LRRTM4 MAP3K20 MED14OS MKLN1 NOL11 NT5C1B NUS1 OAS2 OPCML OR51E1 PHYHIPL PICALM PLCL1 PLCXD3 PPARGC1A PRKCB RAB10 RAPH1 RASA2 RBM12 RICTOR RMDN2 RPS6KA6 RRAS2 RTL3 SCN9A SIRT5 SLC10A7 SLC35F2 SP3 ST6GALNAC3 TNFRSF1B TSEN34 TUBE1 USP8 VPS4B YIPF5 ZDHHC17 ZFP36L1 ZNG1E ZNRF3 MIR3162_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3162_3P ARHGAP28 ATP6V1C2 BAZ2A CPQ CTNNB1 DIO2 FAM219A FMO5 GCOM1 KALRN KMT2D MCM9 MSL2 NOTCH4 POLR2M RASSF3 S1PR1 SEC14L1 SPCS2 TMEM198 MIR3162_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3162_5P ABCB5 ADGRG5 AGTPBP1 AKTIP APOL6 ARNT ATF7 AVPR2 BACH1 BCL11A BRK1 C10orf105 CCDC113 CCDC127 CDH23 CDHR1 CELF4 CEP128 CLEC4G CNOT4 COL11A2 CYP46A1 CYS1 DACT1 DMRTA1 DYNAP EPB41L4B EPG5 ERO1A FAM124A GABBR2 GKAP1 GSDMA GUCA1B IKZF3 LAMTOR4 LDAH MARCHF6 MMGT1 MON1B N4BP2L2 NRXN1 OSBPL7 PARP9 PCSK1 PICALM POLE3 PPM1A PRPF40A PTER RORA RPGR RPS6KL1 RPTN RRH SEC31B SEPTIN2 SGMS1 SLC10A7 SLC25A44 SLFN12 SMARCA2 SPATA31D4 STK35 TIPARP TMEM9 TPP1 TRIM7 UNC5B UQCC6 URM1 VCPIP1 YARS1 ZNF35 ZNF385B ZNF618 MIR3164 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3164 ABCB5 ABTB3 ACSL4 AGL ANGPTL3 ASH1L ATP1B1 ATP8A1 BCL9L BLTP1 C1orf116 C4orf33 CACNG3 CISD1 CLPSL2 COL5A2 COX15 CPEB1 CPSF6 CTNNA1 CYP2R1 DGKE DGKH DST EGR3 ENOSF1 EPN3 FAM120C GRIK2 GUF1 HDAC5 HIRA HNRNPLL HS6ST2 HSD17B13 HSFX3 IAH1 IL1RAP INA INPP5A ITGB1 ITGB8 KDM6A KIF3A KLHL14 KRAS LINC02874 MAP4K3 MARCHF1 MEIS2 MFAP3L MID1 MPDZ MTCL1 MTRR MYO5B NOC2L NPHS2 NUDT13 NYNRIN OPALIN OSBP OVOL1 P2RX2 PADI4 PARP12 PARPBP PDE12 PEX11A POLDIP2 PRKAA1 PUM2 RAB21 RABEP1 RBMX RDH10 REP15 RNF103 RUNX1T1 SCN1A SEPSECS SH3TC2 SLC2A4 SLC49A4 SLFN5 SMIM9 SOS1 SRD5A2 SRRM4 ST6GAL2 STXBP1 TESMIN TICAM2 TMED7-TICAM2 TMEM248 TMEM50B TXNDC16 USP12 XKR6 ZC3H12B ZKSCAN1 ZNF25 ZNF268 ZNF28 ZNF503 ZNF559 ZNF648 ZNF879 MIR3165 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3165 ACIN1 ARMCX2 AVIL C18orf54 CAPZA1 CRYBG3 CXXC4 DDX50 DERL2 ENTPD6 ERC1 GARIN1A GOLGA7B HDAC2 ITGA9 JAKMIP3 MPV17L NBEA NCAPG2 NCMAP NEK4 PHB1 PKNOX2 PPARA PRIMA1 PURA RAP1B RFX5 SCN1B SH2B3 SHISA7 SMG1 SMG6 SRPK1 SYNJ2 YWHAG MIR3166 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3166 ABRAXAS2 AFAP1L1 ALCAM AMMECR1 ARHGDIA ARHGEF37 ARID3A ARL15 ATXN1L BCL11A BEND3 C7orf25 CACNA1B CADM2 CAMK2B CARMIL1 CCDC125 CCNL1 CD300LD-AS1 CD5L CDK5R2 CEP85 CKMT2 CLASP2 COBLL1 COL13A1 CPEB3 CREBRF CSMD2 CYLD DAB2 DIP2B DLG3 EEF2K EGR2 EGR3 ENSG00000275895 ERC2 ERN1 EYA1 FNDC1 FSTL1 FSTL5 GOLGA7 GREM2 GRK3 JMJD7-PLA2G4B KDM5B KHDRBS1 KICS2 KIF3A KLHL23 KRT74 LYN LYSMD2 MCTP1 MDGA2 MECP2 MPEG1 NAA30 NAT14 NUFIP2 OGT ONECUT2 PCDH20 PDE4B PIK3CA PIK3R5 PITPNB PPP1R12A PPP2CA PPP2R2B PPP2R5C PREX2 PRKCH PUDP PXYLP1 RAB3C RAPGEF6 RP1L1 RPL22 SAMD12 SAP30L SEC23IP SFT2D1 SH3PXD2A SHTN1 SLC22A23 SLC25A5 SLC35E1 SLC6A11 SLC6A15 SMPD3 SND1 SOX17 SPOCK1 SSBP2 TAOK1 TBL1XR1 TMEM167B TMEM265 TPBGL TRAM1L1 TSPYL4 TTC3 TTC31 TTC4 U2AF1 UFSP2 UGGT1 USP15 USP24 VASH1 WDR47 WDR7 XRN1 YWHAZ ZNF570 MIR3167 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3167 ACBD3 ADAMTS17 ADRB3 ANK2 ANKRD28 ARFIP1 ASAP2 ASXL3 ATOSA BACE1 BEND4 BICD2 CBFA2T3 CEP20 CHIC1 CLOCK COLCA1 CPEB2 CRISPLD1 CRTC1 CTTNBP2NL CUX2 CWF19L1 DBN1 DCLK1 DCX DMAC1 DNAJB4 DNAJC12 DNALI1 DPP10 DYNC1I1 EFHC2 EHBP1 EME1 EPC2 FAM240A FAXC FBXO3 FBXW10B FOXA2 GLOD4 GNAI1 GOLIM4 GPR171 GRK5 GTF2I HUWE1 ITGBL1 JARID2 KATNBL1 KDM5A KERA LAMTOR3 LMAN1 LOX LPP LRIT2 LRRC28 LRRTM2 MAP3K20 MEF2C MOB1B MTF1 MYL2 N4BP2L2 NEO1 NRP2 NUDT4 ONECUT2 OPRM1 OSBPL6 PHC1 PJA1 PREX2 PRKACB PTGDR PTGFRN PURA RAPGEF2 RIMBP2 RIMS2 RNF19B RTKN2 RTL3 S100Z SEMA6A SEPHS1 SEPTIN10 SGTB SHISA9 SLC9A9 SPPL3 SRGAP1 SRSF1 SSR2 SYT4 TBC1D4 TFF2 TM9SF2 TNFRSF9 TPH2 VIM WAC XKR4 YTHDF3 ZKSCAN7 ZNF146 ZNF586 ZNF773 MIR3168 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3168 ACAP2 ALAD ALG10B ANKRD28 ARHGAP6 ARID2 ARID4A ARMC3 ATXN1L B4GALT6 BMPR1A BMPR2 BNIP2 BRWD1 C7orf31 CA8 CBLN2 CCDC91 CELF3 CFAP52 CFAP97 CLCC1 COBLL1 CROT DIP2C DNAJC6 DPY19L1 DUSP6 DYNC1I2 ERICH2 FAM117B FAM169A FBXO39 FCRL1 FOXO3 G3BP2 GIPC3 GK5 HDAC2 HNMT HYCC2 ID4 IQCB1 ITGA8 KAT6A KATNBL1 KIF23 LAMTOR5 LMO1 LPCAT2 LZTFL1 MACROH2A2 MBD2 MBLAC2 MBNL1 MCCC2 MCTP1 MDH1B MEGF10 MEIOC MEMO1 MGA MMP16 MXRA7 NECAB1 NF1 NFAT5 NFIA NR2C1 NTN1 ORC2 OXTR PAPOLA PCYOX1 PCYT1A PHF11 PIK3C2A PLEKHA1 PON2 POTEA PROX1 RAP1GDS1 RASEF RCHY1 RGS2 RNF41 RNFT1 RORA SCML1 SEL1L SGO1 SKI SLAIN2 SLC11A2 SLC38A1 SLC39A9 SLC7A11 SLC9A4 SP4 SPA17 TAFA1 TAGLN3 TARDBP TMED4 TMED5 TMEM106B TOR1AIP2 TRA2B TRIM34 TRIM6-TRIM34 TSPAN2 TTC28 TXLNG UBR3 UNC5C USP50 VAPB WIPF2 YBX1 ZBTB10 ZBTB46 ZDHHC21 ZEB2 ZKSCAN3 ZMAT3 ZMYM2 ZNF236 ZNF345 ZNF362 ZNF550 ZNF644 ZNG1A ZNG1C MIR3169 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3169 ARID3B ASB8 ATF2 ATG12 B3GAT1 C12orf40 C16orf46 CALCOCO2 CCDC121 CHRNA1 CIP2A CNBD2 COMMD8 CSRNP3 DNMT3A DTHD1 ELOVL6 ENPP1 FERMT1 FGF13 FIGN GIPC2 GNG4 GNG5 GOLPH3 HCLS1 HTR3E INO80D IVNS1ABP LIN54 MTMR4 NAA50 NIPAL2 NKAP NKX2-4 NRP2 NRSN1 OR7A5 PAPPA PIK3R3 PNLDC1 PRICKLE1 PSD3 RAB26 RALA RAP2C SLC22A1 SMARCA1 SMG1 SOD2 SORBS1 SPG11 SUN1 TGIF2 TMCC1 TMEM175 TPM1 ZBTB10 ZHX2 ZNF701 ZNF813 ZXDA MIR3170 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3170 AHI1 ARHGAP12 BCAM BRI3BP C5orf22 CAMTA1 CASP3 CC2D1A CCDC82 CFAP210 CLIP3 COL27A1 DCP1B DLGAP4 DPP8 EPHA3 ETV1 FBXL20 FRS2 FXN GRIK5 GUCA1B GUCD1 HELZ HINFP IGLL5 IMPG1 KPNA1 LTN1 MEF2D MEOX1 NBN PCSK6 PJA2 POC1B PPM1H PPP1R9B RABL3 RASAL2 RIMS2 RORC SEC14L2 SHTN1 SLC38A4 SPACA9 SRPK1 SUMO3 TCAF1 ZNF345 ZNF470 MIR3171 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3171 AASDH ADGRF1 CNR1 ECM2 ESPL1 EYA1 F13A1 F8 FANK1 FBXO33 FOXN3 G3BP2 GABRA4 GPR6 GUCY1A2 HAVCR1 IRF4 ITIH2 JADE1 KAT6A LATS2 LHFPL3 LOX LRP11 LTBP3 MAPK6 MEAF6 MED12L MIER3 MTX3 NCAPH NDUFS4 NEMF OIP5 OSBPL8 PCDH10 PHF12 PHKB PIGM PLA2G4A PLAAT3 PLAAT5 PNO1 PNPLA3 POLK PPIL3 PPP6R3 PRDX6 PSMD14 RGS18 RLF RNF138 SERPINB10 SET SHC1 SMARCAD1 SOX6 SPATA1 ST7L STAU2 STXBP5 TACR1 TAFA2 THSD7B TRAPPC10 TRIQK TSPAN32 UBR5 UNC80 YME1L1 ZKSCAN4 ZNF133 ZNF268 ZNF292 ZNF566 ZNF678 ZNF714 MIR3173_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3173_3P ABLIM3 APH1A APOBEC3H ARID1A ARMC7 ATP6V1A AUNIP C2CD5 CD38 CD55 CDYL2 CELF4 CEP170 CHD4 CLCN3 CLUL1 CNOT6L COBL CORO2B DNA2 EN2 EPHA7 EPM2AIP1 FAM83A FBP1 FCHSD2 FHIP1A FRYL G6PC1 GMFB GSPT1 HNRNPH1 HYAL4 JCAD KAT6A KAZN KMT2A LCE2C LGI2 LRRC70 MAL2 MAX MCU MECP2 MEF2D MIB1 MYO1D MYO6 NOVA2 NRM NUFIP2 NWD2 OSM OXSR1 PCDH19 PICALM PIM1 PLEKHS1 PPP1R16B PPP6C PRH2 PRR13 PRRC2B PRTG PTGER3 PYCR2 RAB8A RBIS RELN RETREG3 RGPD5 RGPD6 RGPD8 RIMS3 RNF5 RTKN2 RUNDC3B SARM1 SEMA3F SHISA6 SLC24A4 SLC25A35 SLC9A5 SMG5 SNX16 SOGA1 SON SORCS1 SPOCK1 STK40 TAOK1 TBC1D10A TMEM35B TOB1 TOPORS UBE2Q1 USP32 VAMP1 YIPF6 ZBTB7A ZDHHC9 ZKSCAN1 ZNF333 ZNF444 ZPBP2 MIR3173_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3173_5P ADAMTS14 ADCY1 ADD2 AFF3 ALS2CL ARID3B ATP8A2 BCL2L13 BLTP2 BSN C20orf85 C2orf49 CASTOR2 CASZ1 CEP89 CHGA COX6C DDN DHDDS DOCK3 DSE EDEM1 ELAPOR2 ELOVL5 EPHA10 EPHB2 ETV5 FAM53C FGF3 FHIP2A GPR132 GRIK3 HEYL HSPB7 HTR2C IGFBPL1 IST1 KATNIP KAZN KCNK9 KCNQ1 KDM4A KIRREL3 KLK15 LHFPL6 LHX1 LIMD2 LMO4 LMX1A LPAR5 MMP28 MSRB3 MXI1 MYO1B NSMF NUFIP2 NUP58 PAX3 PBX1 PHLPP1 PIP4P1 PLEKHB2 POP1 PRDM1 PRKAR2A PRR12 PSD3 PTCHD4 PTPN12 RAB43 RAP1GAP RBM20 RFTN1 RGP1 RNF4 SH3BP5L SH3PXD2A SH3TC2 SLC12A5 SLC38A4 SLC6A3 SMNDC1 SNX12 SYNJ1 TBCEL TEF TIMM22 TMEM114 TMEM131 TMEM184A TMEM47 TP53INP2 TRAPPC3L TRIM9 TRMT112 TXNRD1 UBE2QL1 UNK USP46 VASH1 YEATS2 ZBTB39 ZDHHC3 ZNF239 ZNF710 MIR3174 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3174 ADAM15 ALCAM C1QTNF3 CHAC2 CHCHD3 CHML CNTF CXCL13 CXCL9 DAAM1 DDX42 EPHA7 FOXN3 FOXO1 GIMAP2 GNG11 GPAM HMGB1 KANSL1 KAT6A KITLG KMT2C KRBOX5 LILRA1 LRRC3 NDUFA6 NKAIN2 PIP4K2C PMP22 RPS29 SH3TC2 SLC9A6 SLCO2A1 SNRPA1 TAB3 TIPRL WBP1L ZFYVE21 ZNF41 ZNF546 ZNF616 ZNF644 MIR3175 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3175 ADRA2B AGGF1 AJUBA ALDH3A2 ANKRD26 ANKRD52 APLNR APOA5 ARHGAP26 ARHGAP39 ARL14EP ARL4D ASH2L ASIC1 ATAD3C ATP2B4 ATP8A2 BARHL1 BCAS1 BNC2 BRME1 BRPF3 C1QC CCDC97 CCL22 CD1E CDC20B CELF3 CHAD CLDN11 COL5A3 CPSF7 CRIPT CSNK1A1 CSNK1A1L CSNK2A1 DAAM2 DACT3 DAGLA DCAF12 DLK1 DNAAF11 DNAL1 EHMT2 EIF5A ELK1 ENO2 FAM168A FOXP4 GABPB1 GATAD2B GPD1 GPSM1 GRIK3 GSTM2 HHLA2 HNRNPA3 HNRNPC HS3ST3B1 HSPA9 INO80D IQSEC3 IRAG2 KALRN KCNC1 KCNH4 KDM5D LARP1 LDB1 LINC03040 LRRC59 MAFF MAGI2 MARCKS MARK2 MEF2D METTL7B MGRN1 MIEN1 MLXIP MPV17L MRO MSN MTHFD2 NACC1 NEUROD2 NFASC NFIC NGFR NOVA1 NOVA2 NYAP1 OSBP2 P2RY2 PA2G4 PCDHB4 PDZD7 PELO PIP4K2B POU2F2 POU3F2 PPHLN1 PPP2R5D PRKACA PRLHR PRR14L PRRT2 PTPRH RAB11B RAB5B RBFOX2 RBM14 RD3 RETREG3 RIMBP2 RIMS3 RIMS4 RNASEH2C S1PR2 SART3 SCN2B SCN4A SCN4B SETD5 SFTPB SHANK1 SHISA6 SIRPB2 SLC16A2 SLC25A13 SLC25A37 SLC29A1 SLC6A17 SLC7A6 SMARCC2 SMDT1 SNX9 SOGA1 SPDYA SPINDOC SPRYD3 SPTB SRCIN1 STC1 STMND1 STRN STXBP1 SYNGAP1 SYVN1 TCP10L2 TEF TFAP2B THRSP TLE3 TMOD2 TNRC6B TOB2 TRA2B TRIM66 TRNT1 TRPC5 TTC7B TTC9 TXNIP UBIAD1 UBTF UNC119 VAT1 VCAN WBP2NL WNK3 ZBTB18 ZFYVE28 ZNF609 ZNRF1 MIR3176 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3176 ABCB10 ADGRL3 ADNP AIMP2 AKAP13 AKR1C3 AP4B1 ARHGDIB ARHGEF12 ARMC9 ASB8 BMAL2 CADM1 CAMK1G CD247 CHTF8 CLOCK CMTM6 CNOT2 CNOT6 CRADD CST3 DCX ERBB4 ETS1 FAM172A FAT4 FHDC1 GALNT14 GMCL1 GNAZ GRAMD1B GREM1 GTPBP2 IFT88 INO80D ITGA5 KCNJ2 KDM2A KLF7 LIMD1 LUZP1 MED9 MMP1 NIPAL4 NT5DC3 NUFIP2 P2RY10 PEA15 PIGH PKM PPP1R12A RABGAP1 RSBN1L SERPINA11 SETDB2 SLC12A6 SMIM14 SOGA1 SOS2 SP4 STARD7 SYT17 SYTL5 TMEM230 TTC39C URM1 VWA5B1 YPEL1 ZBTB37 ZBTB7C ZNF618 ZYG11B MIR3177_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3177_3P ATP1B3 E2F3 FGFR2 HMBOX1 LBX1 PLXNA4 TOP2B ZNF282 MIR3177_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3177_5P ABCE1 ACADM ADAMTS3 ADD3 AKT3 ANKMY2 ARPC3 ASXL1 ATOH7 ATP11A ATP2B2 ATXN7 AUTS2 B3GNT9 BAG2 BCL2 BCL2L14 BRINP1 CASTOR2 CBX4 CCDC186 CD58 CDH2 CHD1 CNKSR3 CORO2B CTLA4 CUBN CYP1A1 CYP20A1 DKK1 DKK2 DYNLT5 EIF5A2 ELL ENKD1 ENOPH1 EPHA4 FABP2 FGF7 FHOD3 FNIP1 FOXD3 FPGT GABPB1 GATA6 GK GLCE GNAI1 GNB4 GOLM1 GPSM2 GRAP2 GRHL1 GRN GSK3B HBP1 HIC1 HMGXB4 HSPA4L HTR7 IGFL2 INSYN2A INTS8 JADE1 KCNC1 KDM5A LMBR1 LRRC8C LTBP3 MAGI3 MAPK6 MAPK9 MEA1 MEMO1 MOAP1 NAA16 NCAM2 NMBR NTN1 NUP160 OCIAD2 PAMR1 PAPOLG PCBD2 PCDH18 PHF12 PLPPR1 POU3F1 PPM1G PPP1R3B PPP1R3C PRR12 PSMC2 PTBP2 PTCHD4 PTPRF PUS7 PYGB RAD51AP2 RANGAP1 RASD2 RCSD1 RHOQ RLF RNF138 RNF38 RP2 RPL28 RPS3 RSPRY1 SAT1 SEC63 SELENOI SET SLC24A2 SLC24A3 SLC2A11 SMURF1 SNTA1 SORCS3 SPTLC1 STAT6 STEAP4 STRAP STXBP5L SYT16 TAB3 TBC1D23 TBC1D8B TCHHL1 THBS1 TP53INP1 TRAT1 UBE2K UCHL5 UNC5A USP10 VPS13C WNK1 WWC3 YY1 ZNF10 ZNF117 ZNF143 ZNF208 ZNF254 ZNF257 ZNF273 ZNF43 ZNF430 ZNF559 ZNF681 ZNF708 ZNF716 ZNF749 ZNF92 ZNRF3 MIR3179 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3179 AAK1 ABHD4 AFTPH ALG8 ANGPT4 ANKRD52 ARL3 ATOH8 ATP1A3 ATP2A1 BTRC C19orf47 C1QTNF2 C2CD2L CAMK1D CCDC85C CCR5 CELSR2 CENPO CLEC4D CLVS2 CTDSP2 CUL2 DAAM2 DET1 DSEL EEIG1 EFNA3 EHD1 EIF1 FBRS FBXO42 FCER2 FGF12 GANAB GAS7 GPR173 GTPBP3 HDAC5 HIF1AN IKZF4 JOSD1 KCNC4 KLHDC7B KLHL8 KLHL9 LARP1 LYZ MAF MRPL4 MRPS18C MTHFS NIFK NMD3 NONO NTRK2 NYNRIN ODAD1 P2RY4 PADI1 PAFAH1B2 PAK2 PBX1 PCDHGA12 PCP4L1 PIP4K2C PNKD PPP1R1B PPP3CB PPP4R3A PTPMT1 PTPRD RAPGEF2 RARG RERG RFTN2 RILPL2 RIMS4 RNASE2 RNASE3 RNF34 RPF1 SBNO1 SCNM1 SCRN1 SEC14L4 SINHCAF SMG6 SOGA1 SOX14 SP6 SPATA33 SRCAP SRF SRP68 SSPN ST20-MTHFS STK10 STX1A SUMO2 SUPT3H SYNGAP1 SZRD1 TAS2R1 TCL1B TCP11X2 TFAP2B TGM2 TLCD3A TLE3 TMEM127 TMEM145 TOR1B TP53INP2 TPTE TRAF3 TRIM22 TRIM8 TSPAN5 TSR1 UBE2D2 USP49 VAMP2 WDTC1 WTAP XKR6 ZBTB20 ZDHHC3 ZNF585B ZNF691 ZSCAN30 MIR3180_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3180_5P ABAT ABCD2 ABCG2 ABHD17B ABHD2 ABTB2 ACER2 ACTR2 ADAMTS5 ADCY1 ADCY2 ADD3 AEBP2 AGAP1 AK3 ALDOB AMOTL1 ANO5 ANXA11 AREL1 ARFGEF2 ARFRP1 ARGLU1 ARHGEF12 ARSB ASB2 ATAD2B ATP1B4 ATPSCKMT ATRNL1 B4GALT5 BACE2 BACH2 BAGE2 BCL3 BNIP3 BTG1 C2orf68 C5orf47 CACTIN CASP7 CCDC12 CCDC186 CCDC3 CCDC88C CD36 CD44 CD86 CDC73 CDH19 CDK13 CDKL2 CERS6 CFAP20 CHCHD7 CHERP CHMP1B CHN2 CILP CMTR2 CNBP COLQ COX4I1 COX5A CPEB3 CPSF2 CRKL CSN2 CSTF2 CTNNA3 CUX2 DHX15 DIRAS2 DTD1 DTNA DYNC2LI1 E2F7 EID1 EIF3A ESRRB ETNK1 FAH FAM135A FAM180A FAM32A FBXO28 FBXO4 FKTN FLNB FSCN1 FXR1 FZD4 GABARAPL2 GABRA4 GDI2 GIPC3 GLIS1 GSPT1 HAPSTR1 HAUS4 HECW2 HEG1 HHEX HIPK3 HLA-DQB1 HOXD10 HSF5 HTR2A HTR2C HYCC1 ICE1 IDI1 IFT80 IL1A IL5RA INTS7 IRS1 ITCH ITPRIPL2 ITSN1 JPH1 KALRN KATNBL1 KCNA4 KCNH1 KCNJ13 KCNJ3 KIF21A KIF2A KLF5 KLF9 KLHDC10 KLHL13 KPNA1 KREMEN1 LARP1B LDAH LEAP2 LHX6 LHX8 LRRC28 LRRC8B LSM8 LVRN MAMDC2 MAP3K13 MORF4L1 MYO5A NAB1 NAP1L1 NAV1 NBR1 NDUFB6 NEDD9 NEGR1 NEXMIF NIPAL4 NMT2 NOL9 NOX4 NPY2R NUCB1 NUFIP2 NXPH1 NXT1 OGT OLR1 ONECUT2 P2RY1 P2RY14 PADI2 PAGE2 PAGE2B PAPLN PAPPA PBX1 PCSK6 PDCD4 PDCD6IP PDE12 PDIK1L PEX12 PFN2 PHF20L1 PLA2G12B PLCE1 PLCL2 PLEKHA5 POLDIP3 PPM1H PPP3CA PRDM10 PRKG1 PRR15 PSD3 PTPN12 PTPRB PVALB QRSL1 RAB21 RAB23 RASGRP1 RASSF5 RBM15 RBM24 RC3H1 REV3L RFESD RGS4 RGS6 RHBDD1 RHOU RIMS1 RNF185 RNF212B RPF2 RPL22 RYR2 S1PR3 SASS6 SCAI SCD SCFD2 SEC22A SECISBP2 SEL1L SEMA3A SEMA7A SENP2 SESN1 SFMBT1 SGIP1 SGMS1 SHE SLC16A9 SLC1A2 SLC25A24 SLC25A27 SLC30A5 SLC30A7 SLC35D1 SLC7A10 SMARCA5 SNAP29 SNRK SNTB2 SNX7 SP4 SPOCK1 SPSB4 SPTSSB SRC SRPK2 SRPRB STIM2 STK40 STRADB STX2 SYCP1 TAF4B TANC2 TCF20 TENM3 TENM4 TENT5D TGFB3 THOC2 TK2 TM4SF18 TMEM132B TMEM263 TMEM267 TMEM33 TNFRSF10B TNFRSF1A TNFRSF21 TNKS2 TNRC6B TOPORS TP53INP1 TRIM7 TSPAN2 TTC7A TTLL7 TTPAL TULP4 TXK TXNDC8 UBE2Q1 UBQLN1 UNC5CL USF3 USP16 USP5 VASH2 VPS53 WDR5 WIZ WNK3 ZBTB34 ZC3H12C ZDHHC21 ZFHX4 ZMAT1 ZNF623 ZNF641 ZSCAN31 MIR3180_MIR3180_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3180_MIR3180_3P AAK1 ANKS1B ATP1A3 DLGAP3 DPF1 FGD5 GRB10 GRIN1 KLK9 NFIX PAX2 PPFIA3 PRR36 SCRT1 SLC29A3 SOBP SPATA33 TRIM48 VSTM2L ZNF385A MIR3182 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3182 ABITRAM AKAP10 AMOTL2 ANK3 ANKRD50 ANKS1B ANP32E AP4S1 ARHGAP21 ARID5B ARPC3 ATG101 ATP2B1 ATRX B3GALNT2 BCAS1 BCL2L13 BMPR2 BROX BRWD1 BTG1 BTRC C11orf58 C11orf87 C12orf4 C1orf21 C5orf63 C8orf33 CACNA2D2 CALD1 CALML4 CAP2 CARD8 CCDC13 CCDC6 CCL16 CCNA2 CD22 CDH4 CDK2AP1 CHD1 CHML CHST11 CHST15 CLCN3 CLTC CREBZF CREG1 CSNK1A1 CTSS CYBB DCDC1 DCHS2 DDX4 DDX55 DDX6 DENND1B DIO2 DIXDC1 DLG3 DNAH12 DPP10 DPY30 DRG2 DTNA E2F3 EEF1E1 EEIG2 EGLN1 ELAVL3 EML4 EML5 EOGT EPHB1 EXD2 FAM32A FAN1 FBP2 FBXW11 FCGR1A FCGR1BP FHIP2A FRMD3 GABPB2 GABRB3 GALNT15 GBX2 GDA GHITM GLI2 GLIPR1 GMCL1 GNA14 GNPTAB GPATCH2L GPR158 GPRIN1 GRIK2 HAVCR2 HEXIM1 HOOK3 IER5 IFI44 IFRD2 IGFBP7 IL6ST INTS8 ITGB5 JADE1 JPH3 KATNAL1 KDELR1 KIAA1671 KLHL14 KLHL2 LAMC1 LRP6 LRP8 LRTM2 LYRM9 MAGI3 MALT1 MAP1B MARCHF8 MARVELD3 MET METTL21A MFSD14B MIER1 MIGA1 MINAR1 MRRF MRTFB MTAP MTMR10 MTMR4 MTOR MYOCD MYSM1 NCALD NCKAP5 NDFIP2 NEU3 NMNAT2 NOL4 NR3C1 NRIP1 NUFIP2 OPCML PABPN1 PATE1 PCDH15 PCNX1 PHF2 PIK3CG PLCH1 PLEKHH1 PPP1R12A PPP4R2 PRELID3B PRKACB PRKG2 PRKN PROX2 PSMB11 PSMC6 PSTK PTBP3 PTP4A1 PTPN12 PTPRT PUM1 PUM2 PYROXD1 RAB14 RAB2A RALGAPA2 RALGPS2 RAP2A RARB RBM12 RHOU RIT2 RNF169 RNF217 RNF222 RNF41 S100PBP S1PR3 SBF2 SCN1B SEMA5A SGTB SH3BGRL2 SH3TC2 SIPA1L2 SLC16A14 SLC25A36 SLC49A4 SLC5A12 SLC9B1 SLF2 SMG7 SMIM13 SNAPC1 SNRNP27 SNX19 SORL1 SPATA6 SPRY4 SRGAP2 SRXN1 SSTR3 STARD7 STK32A STK35 SUCO SUMO1 SUPT20H TBL1XR1 TCP11L2 TECTB TEX19 THAP12 TMEM135 TMEM168 TMX1 TNFAIP8L2 TNFSF10 TNRC6B TRDMT1 TRIQK TSHZ3 TSLP TTC39B TXNDC8 UBE2W UBR5 UFM1 USP28 UTP25 VPS50 WDR3 WDR41 WDR48 YTHDC1 ZBTB20 ZC3H14 ZDHHC20 ZFP36L1 ZMYND8 ZNF148 ZNF385B ZNF418 ZNF682 ZNF697 ZNF761 ZNF81 ZRANB3 ZW10 MIR3183 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3183 AADACL3 ABRAXAS2 AGAP1 AGFG2 APOBEC2 APOLD1 CARMIL1 CASZ1 CCBE1 CCNT1 CDH11 CHD3 CHRNA1 CNOT9 CSF1 EHD3 ELF3 ELFN2 EPPIN-WFDC6 EYA2 FAM168A FBXW11 GABBR2 GMEB2 GPATCH2L GRIA3 HEG1 IGF1 IGFBP5 ING5 KSR2 LBX2 LRCH4 LRP11 LYN M6PR MANEA MAP1A MYO5A NKAIN1 NMUR2 NR2F1 NRXN1 NUP160 PCBP3 PDE3B PHKA1 PITPNC1 PKHD1 PLCB1 PTPN1 RXRA SAE1 SCYL2 SERTAD4 SETD3 SFMBT1 SLC24A4 SLC25A30 SLC52A3 SMAP2 SMARCC2 SPDYE1 SPDYE3 SPDYE5 SPEG SPR TARS3 TENM4 TMCC2 TNFRSF13B TVP23C UBE3D UBXN10 ZBTB37 ZBTB7C ZCCHC2 ZFYVE27 ZNF514 ZNF618 ZNF629 ZSCAN31 MIR3184_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3184_3P ACADSB ADCYAP1R1 AFF4 ANKIB1 BACE2 BMS1 BPNT2 C3orf14 CA10 CD4 CDY1 CDY1B CHIC2 CKB CLASP1 COL17A1 CPPED1 CREB1 CTDSPL2 DIO2 EGR1 ETNPPL F2R FAM199X FBXO11 FUT8 GALNT16 GCH1 GGNBP2 GRIA4 GTF2A2 ID1 IKZF4 IRAK4 ITCH KIF3A KLHL15 KLHL8 LIPA LRIG1 MAN2A2 MAPK9 MBOAT2 MCFD2 NBEA NCOR1 NHSL1 NLK PAM PANK2 POLR3G POMGNT1 PPM1A PWP2 RAB3GAP2 RAB5A RAP2C RBBP5 RIMKLB ROR1 RXRG SCOC SETD9 SIK2 SLC30A4 SLITRK3 SMAD2 TAL1 TAOK1 TEAD1 TEF TOR1AIP2 ZBTB44 ZFHX4 ZFY ZNF682 MIR3184_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3184_5P ABCC5 ACAP3 ADAR ADGRL1 AMBRA1 APBB1 ARHGEF4 ARPC5 ASB14 ASB6 ATG4D ATP10B ATXN7L3 BAP1 BCORL1 BEND3 C1QTNF6 CADM3 CALM3 CBX6 CDC42SE1 CELF5 CELSR2 CLCN4 CLDN23 COL1A1 COPS7B CPEB1 CRIP3 CSMD2 DAP DDX54 DISC1 DLGAP3 DMWD DNALI1 DOLPP1 DUSP8 ELF4 ELFN2 ENC1 ENSG00000187186 ERI3 EVC FAM172A FAM222B FBXL16 FOXP4 FRMD3 G3BP2 GLP1R GRM4 HDDC3 HIC2 KASH5 KCNIP3 KDM5B KLK4 LASP1 LHX6 LNPK LRRC47 LZTS3 MAP1LC3A MAPKBP1 MED28 MFSD12 MICALL1 MKRN2 MUL1 NACC1 NAT8L NAV1 NCS1 NECTIN1 NEXMIF NFATC2 NFIC NNAT NRSN2 OBSL1 ODC1 ODF3L1 OTUD5 PACS1 PAQR8 PDAP1 PGRMC2 PHOSPHO1 PLA2G6 PLCB1 PLEKHO1 PNKD PYGB RAC2 RAD9B RFFL RGMA RIMS4 RNF165 RNPEPL1 ROR2 RPUSD1 S100A16 SAMD4B SCAF1 SCN4A SDR16C5 SEPTIN9 SHANK1 SLC11A2 SLC20A2 SLC52A3 SLC6A9 SNX19 SOX12 ST6GALNAC6 STK24 STK40 SUFU SYP TCL1B TEC TEF TMEM150A TMEM184B TMEM41A TMEM68 TRABD2B TSPAN11 UBE2O WNT9B ZNF500 ZNF608 MIR3185 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3185 AAK1 ACRV1 ADAMTSL1 ADRB1 AGL ANKEF1 ANKRD34B AP3M1 ARF4 ARL14EPL ATP10B BCAT1 BTN2A2 C12orf29 C18orf25 CA3 CCDC39 CCNC CD300LG CDHR3 CHRNA3 CLDN1 CLEC3A CLVS2 CNGA3 CNR1 COL1A2 CREB1 CREBRF CREM CROT CSMD3 DAZ3 DCLK1 DDT DDX21 DENND4A DEPDC4 DNAJB4 DSC1 DSCAML1 DSE DUSP1 EFR3A EIF2AK3 ELOVL3 EPHA7 ERBB4 ERCC1 ERCC8 EXOC6B FABP7 FAM111A FAM81A FGF14 FGF2 FMO4 FOXP2 FOXRED2 FRMD6 FSD2 FXR1 FZD10 FZD4 GFRA1 GPR107 GPR22 GTSF1 GUCY1A2 HDX HIF3A HOXB2 HS6ST3 HSD3B2 IDE IKZF4 IL36B INTS6 IP6K2 IRF2BPL ITPRIP JAZF1 KCNIP1 KCNQ5 KDM5B KHDRBS2 KICS2 KMT2C KPNA6 KRTAP5-10 LARP1 LCP2 LDHB LMOD2 LPP LRRC39 MAF MAGEA10 MAT1A MCFD2 MFGE8 MINDY2 MLH3 MMP11 MMP19 MMP28 MRE11 MTPN MYBL1 MYCT1 MYF5 NBEA NCOA2 NDE1 NEDD4 NEXMIF NEXN NFAT5 NRXN2 NT5E ONECUT2 OSBPL8 OXSR1 OXTR PAK3 PALM2AKAP2 PDE1C PDK3 PDLIM5 PFKFB3 PHACTR2 PIANP PIAS3 PICALM PKD2L2 PLPPR4 POLR3F PPM1B PPP3CA PPP4R3A PRDM10 PRRX1 PYGO2 RAB39B RAB3D RBM46 RIMS3 RMI2 RORA RSBN1 S100A7A SAE1 SCIN SCN7A SEMA5A SESTD1 SH3D19 SLC10A7 SLC13A3 SLC35B4 SLC36A1 SLC38A1 SLC39A11 SMARCD1 SMU1 SOS1 SOX9 SPTLC2 SRP72 SRRM1 ST8SIA4 STEEP1 STK24 STRN3 STX5 SUCLA2 SYPL2 TAF11 TCN1 TEAD1 TFAP2A TLR6 TMEM120B TMEM170A TMEM174 TMEM265 TMEM35A TNK2 TOX TSPAN7 TTC14 UBAP1 UBXN7 USP25 VAMP2 VANGL1 VPS53 VSX2 VWC2 WASHC5 XRRA1 ZBTB44 ZC3H11A ZC3H12D ZDHHC21 ZEB2 ZKSCAN7 ZNF184 ZNF705A ZNF705D ZSCAN23 MIR3186_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3186_5P CFAP90 DOCK5 NAXD RNF149 TKTL1 MIR3187_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3187_3P AFF1 AHNAK ANAPC4 ANKRD54 APBB2 ATOH8 ATP11C B3GNT2 C18orf54 CAMK1D CCN4 CLN5 CNOT1 CNOT6L COL16A1 CPD CPSF6 CRIPT CSDE1 DCX DDB2 DDX3Y DENND4A DENR DGKK DSTN EDNRB ERP27 FBN2 FGF1 GANC GLCCI1 GPATCH2L GRIN2A HHEX IBTK JAM3 LCE1B LRP6 LRRC2 MAP4K3 MARCHF6 MARCKSL1 MDC1 MEX3C MPHOSPH9 MSANTD4 NANP NECTIN1 NKX2-2 OGG1 PCDH10 PCDH11X PGRMC2 PIP5K1C PLEKHA4 PLK2 PPP6R3 RANBP10 RAPGEF5 RHBDF1 RIMKLB RPS6KA3 SATB1 SCN2A SDC3 SELENOH SERPINB9 SLC2A2 SLC30A7 SPATA5 TMEM230 TUT7 U2AF2 WDFY3 ZBTB20 ZFTA ZNF197 MIR3187_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3187_5P ABCB8 ACP6 AHI1 AKAP13 AP4S1 APBB2 APPBP2 ARF6 ARNT2 ARRDC3 ATP8A1 BTRC C1orf210 CCNT1 CCP110 CEACAM7 CHL1 CKAP4 CLSPN CMKLR1 CMTR2 COL4A5 CREB5 CRTC1 CXXC4 DAB2IP DCTN5 DDX11 FAM120C FBXO33 FGF14 FMO5 FMOD FOXP4 FUS GAB2 GABRA1 GDNF GIPC3 GPI GPR62 GRK6 GTPBP10 HIVEP3 HOXA13 IFT122 IPO9 JRK KCNB1 KCNK2 KDM2B LARP1 LRRC31 LRRC41 LRRTM3 MARCKSL1 NDOR1 NECTIN1 NF2 NFAM1 NLRP14 NOS1 NRP1 NUDT19 NUFIP2 ORAI2 PHF21A PLEKHM1 PLOD1 PPP2R2B PPP3CB PRELP PRND PRR14L PSD3 PTEN PTGES3L RAB11FIP3 RARB RBMS2 RC3H1 RD3 RMI1 RPL28 RYBP SAR1A SC5D SEC14L1 SEC63 SIDT1 SIKE1 SLC17A5 SLC25A12 SMAD6 SMPD1 SPRTN SRFBP1 SRR SSH2 TANGO2 TCTN3 TFAP2A TMEM127 TMEM41B TPI1 TRABD2B TRMT13 WNT4 YAP1 YTHDF1 ZBTB8B ZNF322 ZNF609 ZNHIT6 MIR3188 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3188 ABHD17C ADH5 ANGPT4 ANLN ARMCX5 CAMK2G CCDC167 CCDC9B CCN2 CDAN1 CFAP300 CHP1 CLDN12 COL5A1 COQ10A CROT CSF3 CSKMT CXCL9 CYP11B1 DNAAF5 DPYSL3 DVL3 EDF1 FBXO45 FNDC5 GLCCI1 GRPR GSTM4 HECTD1 ITCH ITM2B JADE1 KHDRBS3 KIAA1522 LARP4B LUZP1 LZTS3 MAP3K20 MEX3D MIDEAS MNAT1 NAALAD2 NANOS1 NAV3 NFATC3 NPEPPS OGT OSBPL3 PAIP2B PCDHGA12 PCGF3 PLXNA4 POU2AF2 PPP2CA PRR9 PRSS12 RCAN2 RICTOR RIGI SEPTIN4 SERTM1 SHISA6 SLC10A1 SLC14A2 SLC1A2 SLC26A9 SLC38A1 SOGA1 SPDYA SRXN1 TDRKH TDRP TMEM150C TMEM86A TNS1 TTBK2 TTC31 UBE2I USP31 VWA8 WDR17 ZBTB39 ZNF317 ZNF391 ZNF563 MIR3189_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3189_3P ACVR2B ADGRF5 ALS2 ARHGEF25 BACH2 BBS7 BLCAP BTBD9 CALN1 CDC25A CHST11 CHTF8 CORO2B CTDSP2 DLL1 DNAJC11 EFNA4 EFTUD2 ENSA ETF1 FAM234A FGA FNIP1 GGCX GPR158 HINFP HMGCLL1 IFFO2 IKZF4 JADE2 KAT7 KCNQ3 MAB21L2 MAP1A MEX3C MGA MICU3 MOB2 NECTIN2 NEUROD2 NPY1R OSCAR PAAF1 PCNT PDIA3 PHF20L1 PIGL PLD1 PSMF1 RASSF3 RBMX RBMXL2 RERE SAXO1 SERPIND1 SF3B2 SH3PXD2A SPAG8 SPEN SRGAP2 ST6GAL1 STEAP1B TAF4B TAFA1 TLE4 UBE3A UVRAG VEZF1 ZBED4 ZBTB26 ZCCHC24 ZNF518A ZNF646 ZNF736 MIR3189_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3189_5P AIDA ANKS1A ARID3B ARL6IP6 B4GALNT1 BORA BRD2 BTRC C17orf80 C1orf159 CASQ1 CPSF7 CTTNBP2 CXXC4 DEFB132 DMRTC1 DMRTC1B DYNC1LI2 EDEM1 EZH1 FAM221B FAM53A FAM72A FAM72B FAM72C FAM72D IL6R KALRN KIAA2026 MPPED2 MPZL1 NR3C2 PTGES3 PTPRT PTPRU RAG1 RBM14 REV3L RIMS3 RNF187 SBNO1 SFMBT1 SHOC2 SLC35A3 SORCS3 TASP1 TENM3 TGFB3 THAP1 TMEM104 TNFRSF10D TRABD2B TRIM5 TSHZ1 MIR3190_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3190_3P ABL2 ACADSB ADGRA2 AHR AKAP3 ALDH9A1 ALG10B AMT ANAPC1 APLP2 ARID4A ARPP19 ATP2B2 ATRX ATXN1 BMERB1 C5orf63 CAMTA1 CARHSP1 CCDC28A CCDC80 CDH8 CHD5 CKAP4 CKLF CNTNAP3B COL1A2 COQ10A CREBRF CWC27 DGKH DPYSL3 DUOX2 ENAM EPC1 EPM2A EPPIN FAF2 FAM110B FCHSD2 FGF2 FOXN3 FUT9 GALE GATAD2B GEN1 GET1-SH3BGR GLCCI1 GNAS GPR107 GPR137 HLA-DRB5 HNRNPLL HPN IGSF9B IL24 ITGA2 KDM5A KIAA0930 KLHL9 KMT5A LINC03042 LPP LRIG1 MAP1B MCC MCMDC2 MEI4 MEOX2 METTL7B MOG MORC3 NEIL1 NIPSNAP2 NR4A1 NREP NTRK3 OSBPL3 OXR1 PCDH9 PCMT1 PDE1C PDE7A PICALM PLCB1 POLR3K PPP1R2 PPP1R3B PRMT2 PSMA4 PTPRB RAB2B RALBP1 RBMS3 RFC1 RMI1 RNF128 RPS6KB1 SCAI SERTAD3 SH3BGR SLC2A13 SLC4A7 SNX20 SRARP TAGAP TDRD1 TGM6 THEG5 TIPARP TLNRD1 TMEM26 TMLHE TRAM2 VNN1 WNK1 WWP1 ZDHHC3 ZFAND4 ZFP36L1 ZFX ZNF440 ZNF704 ZNF844 MIR3190_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3190_5P AAK1 ALKBH5 AMACR ANKRD60 AREL1 ARHGAP29 ARID3B ARIH2 ATXN1 BICD1 BTRC CAMK1G CAPRIN1 CBY1 CCDC28A CCNF CD59 CFAP418 CHST9 CLTC CNOT2 CYP4V2 DCAF7 DDX3X DIO2 DMXL2 ERBIN ETS1 FAM193A FBXO45 FGF1 FLOT2 FOXP4 GGT5 GPR161 GRAMD1B GREM2 GRIPAP1 H2AZ2 HNMT HSD17B12 HSF5 IBTK IL17RD IL1R1 ING5 ITGA5 JMY KCNC4 KDM2A KRT80 LAMC1 LAMC2 LIMD1 LOXL4 LUZP1 MAP4K4 MAPK10 MAPK6 MARF1 MB21D2 MDN1 ME2 NIPAL4 NKAIN1 NLGN4Y NT5DC3 NT5E NUDT3 NUFIP2 PASK PAX6 PEDS1-UBE2V1 PHAF1 PHLDA2 PLAU PMP2 PRDX5 PRIMA1 PRPF4B PRR14L PTPN14 PTPRB PTX3 RABGAP1 RALGAPB RANBP10 RPS6KA3 RRAS2 RSBN1L RSPRY1 SCARB2 SCD5 SH3TC2 SIAH1 SLC12A9 SLC16A6 SLC20A2 SLF2 SNTB2 SNX17 SPACA4 SRP14 STAMBPL1 SYTL3 TCERG1 TMEM127 TMEM230 TRAIP UBE2V1 UNC119B WDR26 WDR73 WNT9B XIRP1 ZBTB39 ZFR2 ZNF540 ZNF599 ZNF704 ZSCAN29 ZYG11B MIR3191_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3191_3P ATP11A CALU CPT1B E2F5 EPB41L1 FBLN1 FN3K GABRG3 GTPBP2 HBEGF KCTD15 LIF NFIB NFIX PPP1R9B RAB11B RAX RGS9BP SHISAL1 SLC12A5 SLC34A1 TRAM1 MIR3191_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3191_5P A1CF ADGRF1 AGBL3 ALCAM ANKRD45 AQP9 ARCN1 ARID5B ARMH3 ARPP21 ASPH ATP2A2 ATP6V1C2 ATRN ATXN1 BAALC BBX BCAT1 BEND6 BIN2 BRCC3 BTRC C5orf22 CADM2 CALCR CBLN2 CD34 CDH6 CERS6 CLCN5 CMKLR1 CNDP1 COL14A1 CRB1 CTSE DDHD1 DESI1 DNAAF6 DPF2 DYNLL1 ELK1 ENPP5 EPB41L1 EPHB3 ERC1 EYS FAM13A FANCL FAS FBXO21 FBXO3 FGF1 FLRT3 GLS2 GOSR1 GPD2 GPRC5B GRM1 HMGN5 HMGXB4 HS3ST5 ID1 IMPACT IQCJ-SCHIP1 ITGA5 JAKMIP2 JAKMIP3 KAT6A KCNRG KCTD15 KIAA1328 KIAA1958 KLHL14 LAIR1 MAPK1 MAT2A METTL25B MGA MICAL2 MRAS MSI2 MTM1 MYO15A MYO1C NADK2 NAF1 NFATC3 NGFR NR5A1 NRAS NSL1 NUBPL ODR4 OTUD1 PALM PARP9 PAX5 PCDH7 PCNP PCNX1 PDE1B PDS5A PLXNA2 POTEM PRKCA PTBP1 PTER PTPN3 RASAL2 RBFOX2 RBM44 RFLNA RICTOR RNF185 RNGTT RPE65 RREB1 RUNDC3A SCG3 SCHIP1 SDK2 SELENOI SEZ6L SGSM1 SH2B3 SH3PXD2A SHISA7 SLC24A3 SLC2A5 SLC35B4 SLC38A2 SMIM7 SPATA5 SRP19 STK36 STRADA SYT13 TAF12 TAF1B TAP2 TK2 TMEM70 TMF1 TMPRSS11D TNK2 TRABD2B TRIM39 UNC5C USP3 VTI1A WDHD1 XPO4 ZBTB7C ZDHHC3 ZFP1 ZNF268 ZNF322 ZNF396 ZNF781 ZNF839 ZSWIM5 ZZEF1 MIR3192_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3192_3P ADAMTS17 ADI1 AKR1B10 ANK2 ANKRD63 ANXA1 ARID2 BROX C20orf173 CA10 CCDC15 CCDC172 CD24 CELSR1 CERT1 CHL1 CHUK CLEC3A COX15 DNAJC25 DSEL EIF4A2 ETS1 FAM114A2 FAM120A FSHB FUT10 FUT9 GABRA4 GDPD1 GEMIN5 GLIPR1L2 HOXA3 HPCAL4 IGF2BP3 KCND2 KPNB1 L1CAM LFNG LGR5 LHFPL3 MAP1B MATCAP2 MED13L MTOR MYOCD NAP1L2 NCOA3 NDC1 NR2F2 OMD ONECUT2 PABIR2 PEX5 PLXNC1 PTPRD RAB18 RASSF5 RBFOX2 RBM25 RC3H1 RFC3 RIC8B RTKN2 SBF2 SCN9A SH3D19 SIAE SLAMF6 SLC1A2 SLC44A5 SYT11 TANC2 TENM1 TM9SF3 TMEM229A U2SURP UBL3 UHRF2 WWC2 ZFP1 ZNF148 ZNF646 MIR3192_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3192_5P AAK1 ABHD2 ACVR1B ADAM29 ADARB2 ADTRP ALKBH8 ANK1 APLP1 ARHGEF39 ARRB1 ATP8A2 ATRN AVL9 BTG1 BTNL8 C1orf105 CALN1 CBX5 CCDC149 CDK5R1 CLIC5 CLIP3 CLSTN1 CNOT9 CNTLN COPG2 COQ5 CPD CPEB1 CTNND2 CXCL12 CYP8B1 DCAF8 DHRS2 DNAJC11 DNM1L EFR3B ELOB ETS1 EXD2 FAM120C FBXL7 FBXW7 FGF11 FHDC1 FNDC10 FSHR G6PC3 GAL3ST3 GAL3ST4 GATA2 GGT7 GIGYF2 GOLGA6L10 GOLGA6L4 GOLGA6L9 GRIA3 GRIP2 HCK HEYL HIPK2 HMBOX1 HOOK2 IGDCC4 INPP5K IQSEC3 IRF2 KATNIP KCNC1 KCNQ4 KCTD14 KHDC4 KLF1 KLHDC8A KLHL18 KSR2 LDLRAP1 LPCAT2 LRRC59 LSM10 LYN MAPK8IP3 MDM4 MEN1 METTL21A METTL25B MPZL1 MT1E MT1F MT1M MYO1D MYPOP MYRF N4BP1 NAV2 NDUFC2-KCTD14 NECTIN1 NID1 NLGN3 NMNAT2 NRG1 ORAI2 OSBPL3 P4HA3 PCGF3 PDE3A PHLPP2 PIM2 PITPNM2 PLP1 PRELP PRICKLE2 PSMB11 PTGIS RBMS2 RNPEPL1 S100A5 SAV1 SBK1 SCRT2 SENP5 SEPTIN1 SERPINA9 SH3PXD2A SH3TC2 SHISA7 SLC7A14 SLC7A8 SLCO2A1 SOGA1 SOX14 SPINK7 SPOCK1 SPPL2B SPRED3 STK36 STRADB STX1B SUSD5 SYNGAP1 SYPL2 TAB1 TBL1XR1 TEAD1 TIMM23 TIMP3 TMEM170A TMEM260 TMTC1 TRIM4 UBASH3B UBP1 VAPA VSTM4 WDCP WDR26 XRN1 YBEY ZNF629 MIR3193 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3193 AIPL1 EML4 MUS81 PRRC1 SPEN SURF6 UBXN8 MIR3194_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3194_3P ABL1 ADCY1 ARHGAP19 ARID3B ARPIN ASPN ATF3 B4GALT4 BTBD9 C9orf163 CAPN7 CD300E CDX1 CEMIP2 CREBRF CSNK1A1 CSPG5 CTDP1 DENND1B DIRAS2 EPHA10 FAM117A FH FIBIN GID4 GPHN HESX1 HMG20A ITSN1 KIAA0586 KIAA1549 LANCL3 LMNB1 MAPRE1 MARCHF2 MDM4 MECP2 MFHAS1 MFN2 MMP16 MS4A4A MTMR7 MYO10 NOL9 NREP NXPH1 PAX5 PPM1F PPP4R1 PRRG4 PTPRF PTPRR RAB30 RAB43 RCC1 RIMS3 RNF166 ROCK1 RPS6KA5 RPS6KB1 SAMD12 SAMD8 SCN8A SMAD3 SMAD6 SMU1 SMURF2 SNN SPPL2C SPRED1 SSBP2 SSH2 SYNJ1 SYT11 SYT2 TANGO2 TFG TICAM2 TMED7-TICAM2 TMEM132B TMEM14A TMEM199 TMEM72 TRDN TRNT1 VSIG10 WASHC4 WWTR1 XPO7 ZFYVE16 ZNF264 ZNF326 ZNF547 ZNF652 ZSWIM6 MIR3194_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3194_5P ABCB9 ACTG1 ADAMTS17 ARID4B ARNT ARSD ATP1A3 ATP8A2 ATPAF2 C10orf62 C15orf39 C1QTNF5 CAB39 CAPRIN1 CCT7 CKAP4 CNST CRISP3 DICER1 DMTF1 DNAJB2 DOK4 DYNLL2 DYNLT5 EBPL EFCAB11 ELF5 FUT1 GABBR2 GMEB2 GPAM GRSF1 GSG1L HECTD4 IRAK3 IRF5 KHDC4 LAMP5 LARP4 LRRC10B LUZP1 MAP7 MEAF6 MEAK7 METTL21A MICAL3 MYO1E NAA25 NCDN NEURL2 NEUROG2 ORAI2 PAFAH1B1 PAXBP1 PIGN PPP3R1 RALB SGCD SMIM17 SOS1 SOX21 SYBU SYPL2 TBC1D16 TBC1D26 TMEM179 TMSB4X TMSB4Y TNRC6B TOX TRAF1 TXLNA TXNDC8 UHMK1 USP49 ZBTB43 ZNF516 MIR3196 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3196 AAK1 ATP1A3 DLGAP3 EEF1A2 FGD5 GRB10 KLK9 NFIX OTP PAX2 PRR36 SCRT1 SLC29A3 SOBP TGFB1 TLX3 TRIM48 VSTM2L ZNF385A MIR3197 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3197 ARPC2 C19orf84 CDKN2D CLASP1 TULP4 MIR3198 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3198 ADAM10 ADAR AKIRIN1 ATP1B4 BCAM BHMT2 C15orf40 CAMK4 DENND4A DYRK2 EEF2KMT EFNA5 EMC8 EPB41L4B FAM86B1 FAM86B2 FAM86C1P GATA4 GCC1 HMG20A HOXA5 HTR3C IGDCC3 INO80D KAZALD1 KCNE5 KDM5B KDM5C KLHL9 LRPAP1 LRR1 MAP3K20 MED7 MEPCE ONECUT2 ORC3 PATE1 PFKP PRR15 SERPINB13 SLC6A4 SMAP1 TCIM TFG TMEM245 TNFRSF11B TUBB4A VCAN ZIC1 ZNF793 ZNRF3 MIR3199 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3199 ADAM33 ADCY9 ARHGEF7 B3GALT1 C5orf22 CCDC187 CD28 CDK16 CLSTN1 CNTFR CRAMP1 CTBP2 DBNDD1 DCDC1 EIF2B1 EPN2 FAM171A1 FAM234B FBXO25 GAB2 GNB1 GP1BA INTS9 KDM6B LIN52 LRP8 LVRN MAP3K13 MAU2 MTMR11 NAP1L1 NPAS3 PDCD10 POLQ PRDM6 RFX3 SARM1 SATB2 SLC6A17 SULT1C2 SYNPO2L TMEM200A TNPO1 WTAP ZNF251 MIR31_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR31_3P AIFM2 AKAIN1 ARRDC3 AS3MT BACH1 BCL10 BTBD10 C6orf62 CDH13 CHMP4B CREB5 DAPK1 DDHD2 EHBP1 ELAPOR1 ELAVL4 ELOC FCHSD2 FRS2 GABBR2 GPCPD1 GPR137C GRHL1 GRIN2A HAUS4 HTR3E IL15 KCNK10 KIAA0232 KRT36 KRTAP3-3 MASP1 MBD4 MED12L NAA25 NKRF NT5DC1 PAFAH1B2 PLEKHB2 POLR2K PRSS23 RCOR1 RHOXF2 RHOXF2B RXFP1 SEC31A SEPTIN10 SHCBP1 SIPA1L2 SLC10A7 SYBU TDP1 TENT5A TRIT1 USP9X VAT1L VPS13A ZDBF2 ZMYM5 ZNF236 MIR31_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR31_5P ACAA2 ADAMTS1 AHCYL1 AHSA2P AK4 ARHGEF2 ASCC1 ATF6 ATL2 ATP11C ATP13A3 BACH2 C1orf74 C2orf49 CALR CAMK2D CCAR2 CDC23 CEP85L CIAPIN1 CLASP2 CLOCK CRYBG3 CSMD1 CYREN DCBLD2 DENND4B DMD DTD1 DUSP7 EGLN3 ELAVL1 FAM53B FGF7 FHIP2B FLOT1 FNDC5 FOXD4 FOXD4L1 FOXD4L3 FOXD4L5 FOXD4L6 GCH1 GLT6D1 GPR183 GXYLT1 HIF1AN HLA-A HOMER1 HSD17B6 HTRA1 IDE IGSF11 IGSF3 IL34 JAZF1 KCTD20 KCTD21 KHDRBS3 KIAA1549L KRT6A LATS2 LBH LYN MAGEA1 MAGEA12 MAP1B MAPKAPK2 MFSD14A MGAT1 MIGA1 MINAR1 MUC21 NOS1 NR5A2 NSF NUFIP2 NUMB NUP153 ODAPH OXSR1 PARP1 PAX5 PAX9 PC PCDH8 PDZD4 PEX5 PIK3C2A POU2F1 PPP1R9A PRKAA2 PRKAR2A PRKCB PRKCE PSMB11 PTGFRN PTPN14 RHOBTB1 RIMS3 RITA1 RNF144B RREB1 RSBN1 RTL9 SATB2 SEC24A SEMA6D SGMS1 SH2D1A SH3BGRL2 SLC1A2 SLC2A4 SLC6A6 SMUG1 SOGA1 STARD13 STAU2 STK40 SYDE2 TACC1 TBX19 TBXA2R TENM4 TESMIN TFRC TMEM145 TMEM43 TMEM74 TMPRSS11F TNFRSF9 TNS1 TSGA10 TTF2 TYW5 UACA UBXN10 VAPB VAV3 VEZT VPS26B VPS53 WDR5 YWHAE ZBTB20 ZFP36L1 ZIK1 ZNF512 ZNF74 ZNHIT6 MIR3200_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3200_3P AFTPH AKAP6 ANKRD10 AP3S1 CARF CELF4 COLGALT1 DENND1B DNAJB11 FBN1 FLT1 FZD3 GRM7 HIPK3 INSYN2A KDM2B MAP7D3 PTGER4 PURA REM2 REPS2 RRAGA SHTN1 SLC33A1 TBC1D7 TLR2 USP6NL ZRANB2 MIR3200_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3200_5P AAK1 ACSL4 ACTR1B AMACR AMER2 ANTXR1 ARFIP1 ARID3B ARMH3 ATF3 ATOSB BCAT1 BEND6 BOD1L1 CCN2 CDK15 CHIC1 CMAS CYTH3 DLC1 DONSON DPY30 DSG4 ELP1 EMP1 FNDC3B GBP2 GIPC3 GUCY1A1 IARS1 ID1 KLRG1 LARP1B LCOR LIN28B LRATD1 LRRC31 MAML1 MMP24 NT5DC1 OLA1 ONECUT2 PRKAA1 RBFOX1 RGS18 RPS6KA6 SCML2 SCN11A SENP1 SENP7 SEPSECS SFRP2 SGIP1 SH3TC2 SLC6A2 SLITRK3 SNX4 SP8 STARD3NL TAGAP TENT4A TOR1B TPBGL TRIM5 TSPAN9 UNC5C UNC80 YIPF6 ZC3H7A ZNF385B ZSCAN12 ZZZ3 MIR3201 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3201 ADGRE3 ALAS1 ANKRD17 ATP10D ATP5MF BCOR BNIP3L C12orf29 CACNA1D CADM1 CADPS CDPF1 CHRM5 CRYBG3 CTCFL CYP24A1 DARS1 DHFR DKK3 DVL3 EEIG2 EFCAB14 EFEMP1 ELAVL2 EPM2A ERLIN2 ERP27 ETV1 F2R FAM210B FBXL17 FNDC1 FTO GCH1 GPATCH2L GPX5 IL11 IRF2BP2 ITGA2 JOSD1 LGI1 LYRM7 MAL2 MAN1A1 MB21D2 MBNL2 MGA MLKL MYLIP NFASC NOTCH2 NT5E OCRL OPALIN PATL2 PCDH9 PGM2L1 PHACTR4 PLEKHA5 PSMC2 PTCHD4 PYGO2 RYBP S1PR1 SGCD SLC25A40 SLC41A2 SLITRK1 STAU1 TAB3 TBCK TCAIM TENM1 THAP6 TMEM265 TRAF5 TRIM22 TRIM44 UBE2B USP49 UTP25 VTCN1 ZBTB20 ZNF197 ZNF275 MIR3202 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3202 ADCYAP1R1 AFTPH AGAP2 AKAP6 AMMECR1 ANGEL1 ANGPT1 ANKRD45 AP3B1 APBA1 APBB1IP APTX ARGFX ATP2B4 BAZ2A BCAP31 BPIFB4 BTRC C1QTNF6 C9orf152 CACNA1C CARD18 CCDC97 CCN1 CD164 CD300LD-AS1 CD38 CECR2 CEP85 CHST14 CKAP4 CLASP1 CMTR1 CNDP1 CNOT7 CNTLN COL16A1 COLGALT2 CPD CREBRF CRMP1 CSF1 CTXN1 CYP21A2 CYP26B1 DAAM2 DACT3 DCX DDX27 DEDD DENND6A DHDDS DLK1 DNAAF10 DNMT3A DNMT3B DOCK5 DPP3 DRD2 DUSP16 EFNA3 EFNB1 ELFN2 ENTPD1 EOMES EPDR1 ERGIC1 EYA3 FAM131B FBRS FGD4 FGF12 FKBP4 FKBP5 FMNL3 FMO5 FOXP4 GABARAP GAS7 GFOD2 GFRA1 GLRA2 GLYCTK GOLGA1 GORASP1 GOSR2 GPR173 GRAMD1B GSK3B GTPBP3 H2AX HCN4 HIC1 HOXB9 HTN1 IKZF4 IL2RG IQSEC2 ITGA7 JPH2 JUNB KAT7 KCNE5 KCNH1 KCNH7 KIF21B LAMP3 LARP1 LHX6 LPP LRATD2 LZTS1 MAFG MAP3K3 MBLAC1 MECP2 MECR MED26 MIF4GD MLEC MLKL MNT MOB3B MSMO1 MXI1 NDE1 NDUFA10 NDUFA11 NFASC NFAT5 NKIRAS2 NLK NOVA1 NOVA2 NTRK3 NUB1 PACSIN1 PAX1 PDE4A PDPR PFDN1 PI4K2A PIANP PLCD4 PLEKHA2 PLXNA2 PML POLDIP3 POU3F4 PPP1R12B PPP2R2A PPP3R1 PRKACA PRSS23 PSME3 PTK2 PTPA PTPRD RABL6 RAD50 RARG RBFOX1 RBMS3 RGS8 RIMS4 RNASEH2C RPH3A RUNX3 SCAMP5 SCMH1 SCRT2 SCUBE1 SDK1 SET SGSM3 SH3PXD2A SHH SHISA6 SHISA7 SIRPA SIX2 SLC13A5 SLC25A11 SLC25A44 SLC2A4 SLC30A8 SLC35E2A SLC35E2B SLC41A1 SLITRK1 SMARCC1 SNAI2 SNX18 SNX2 SOCS7 SOGA1 SOX11 SPRED2 SPRY4 SRCIN1 SS18 SSH2 SSR1 STAT2 STIM1 STX16 STX3 SUSD6 SV2A SYNPO SYT7 SZRD1 TACR2 TAOK2 TAOK3 TBC1D10B TBC1D30 TFCP2L1 THG1L TOR1AIP2 TPBGL TRPM6 TTLL6 TTR TUBA4A TUBG2 TXN2 UBE2R2 USP22 VAMP3 VEGFA VPS35 WBP2 WNT1 XDH ZBTB33 ZBTB4 ZBTB7B ZDHHC23 ZFP3 ZFYVE27 ZHX3 ZNF324B ZNF365 ZNF423 ZNF436 ZNF541 ZNF664 ZNF703 ZNF862 MIR320A_3P_MIR320B_MIR320C_MIR320D https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR320A_3P_MIR320B_MIR320C_MIR320D ABCC5 ABHD13 ACBD3 ACOT7 ACTL6A ADAL ADAM28 ADCY3 ADIPOR1 AFF4 AGFG1 AGPS AK4 ALOX12 ANKRD13A APPL1 ARF1 ARFIP1 ARHGAP5 ARL8B ARMCX2 ARPP19 ATF7IP2 ATG14 ATL3 ATP11A BAZ1A BHLHE41 BLCAP BLOC1S5 BMPR1A BNC1 BNIP3 BOD1L1 BRWD3 C6orf118 CALN1 CANX CAPRIN1 CD274 CD74 CD96 CDH2 CDH20 CDK13 CDK6 CDKL5 CEMIP2 CERT1 CFLAR CNKSR2 CNOT6 CNOT6L CNOT7 CNTNAP5 COMMD3-BMI1 COPS2 CPD CPEB3 CPED1 CREB5 CUX1 CXCL14 CXXC4 CYLD CYP1A2 CYTH1 DCBLD2 DCC DCP1A DDX54 DHDDS DISC1 DLX1 DMXL1 DNER DSCC1 DTNA DUSP16 DYNC2H1 EFS EIF2D ELL2 ELOVL6 EMILIN2 ENTPD4 ENY2 EOGT ERMN ESRRG ETV1 EXO1 EYA1 FAM117B FAM91A1 FEM1B FHIP2A FIGN FLRT3 FOXQ1 FRRS1L GABPB2 GABRP GCG GNAI1 GNPDA2 GNS GOPC GPBP1 GPCPD1 GPRASP1 GRIK1 GSKIP GSPT1 GSPT2 GTF2A1 GTPBP2 GXYLT1 HADH HECTD2 HELZ HIPK3 HIVEP2 HSPA4 HSPH1 HYCC2 IDE IDS IGF2BP3 ING5 IPO5 IPO7 IRF6 ITGB1 ITPK1 ITSN2 JMY JPT2 KCNS3 KITLG KLF13 KLF5 KLHL15 KLHL36 LARS1 LHFPL3 LMO3 LRP6 LRRTM1 LZTS3 MAGI1 MANBA MAPK8IP3 MAPK9 MCL1 MDGA2 MEX3B MFSD14A MINDY2 MLF1 MLLT3 MPPED2 MTDH MTRF1 MXI1 N4BP1 NAA20 NABP1 NALF1 NAP1L5 NCK1 NEGR1 NETO1 NPAS2 NR2C2 NRN1 NRP1 NRXN1 NUFIP2 NXT2 ONECUT2 PAK5 PALLD PALM2AKAP2 PAN3 PBX1 PBX3 PCDH19 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 PCGF5 PCMTD1 PDE1C PDK1 PDZD8 PELI2 PFKM PHC1 PHC3 PHF1 PIGK PIK3CA PLEKHA5 PLPPR1 PLXNC1 PPM1B PPP1R3E PRKCG PRPS1 PTGFRN QSOX2 RAB14 RAB18 RAD21 RAI2 RASA1 RBBP6 RBFOX2 RBM24 RBMS3 RBMXL1 RBPJ RC3H1 RCN2 RELL1 RHOBTB1 RIOK3 RIT1 RNF138 RNF185 RP2 SATB2 SAV1 SAXO1 SDHD SEC63 SEMA3A SERF1A SERF1B SESN3 SGCB SH2B3 SH3GL1 SHCBP1 SLC25A36 SLC9A2 SMAP1 SMARCD2 SMNDC1 SNTB1 SOAT1 SOBP SOGA1 SPOPL SPPL2B STK26 TBC1D15 TBX4 TC2N TDP1 TENT4B TFAP2B TFCP2L1 TGOLN2 TIGAR TMEM108 TMEM255A TMEM47 TMEM64 TNPO1 TRABD2B TRIAP1 TRIM32 TSC1 TSHZ3 TUSC3 UBR3 UMAD1 USP25 USP46 UTP14C VDAC1 VEPH1 VHL WDR19 WWC2 YOD1 YWHAH ZBTB44 ZC3H7B ZDHHC3 ZKSCAN4 ZNF281 ZNF652 ZNF670 ZNG1E ZSWIM6 MIR320A_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR320A_5P AAK1 ABCC4 AFTPH AGAP1 ANKRD13C ANKRD37 ARMC2 ATL3 C1orf115 C6orf136 CA8 CACNA1E CCR5 CD300E CENPA CENPBD1P CHRM2 CLCN3 CLMP CNDP2 COG3 CRACDL CREB5 DUSP18 EEF1A1 ENSG00000255537 ERBB4 ERICH5 FABP7 FBXW11 FGF13 FXYD3 GAREM1 GFRA1 GRAMD1B HAO1 HOXA10 HTR5A INSR KCNB1 KDM3B LARP1 LMLN LRATD2 MANEAL MAP3K9 MCM6 MMP2 MON2 MPDZ NAV1 NEUROG2 NFASC NFATC2 NIPBL NMD3 NMT1 NR6A1 NUDT15 PARM1 PAX2 PKNOX2 POU2F1 PPBP PRDM16 PRICKLE2 PTGER4 RAB29 RAD54L2 RAPGEF4 RASSF5 RFX7 RIDA RIMKLB RORA RPL36A-HNRNPH2 SDK1 SH3TC2 SLC16A4 SLC9A7 SMARCD1 SMCR8 SNED1 SORCS1 SOX4 SRP19 SSTR3 STAT5B SV2B TAOK1 TBK1 TIA1 TMEM178B TMEM267 TMPRSS15 TNFRSF19 TNRC6B TNS1 TRAF3 TRIM9 TTC7B UBR3 UGGT2 VAPB XG XKR7 XYLT1 ZC3H12B ZNF287 ZNF366 ZSWIM6 MIR320E https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR320E ABR AQP1 ARHGAP19 BEX1 BLOC1S5 CDC25A CDKL5 CEP41 CFAP54 CHRNA2 CLASP1 CNOT7 CNTLN COPA CYP26A1 DAB2 DAZL DCT EIF4EBP2 EPHA7 ERP44 FBXO45 GTF2A1 HDGFL3 HIPK2 JMY KCNA6 LAPTM4A LMF1 MAB21L1 MICAL3 MINDY2 NR2C2 OCIAD1 ORMDL1 PARP8 PLEKHA4 PNRC1 POGZ PPP1R9B RAB33B RBM15 RBPJ RFX3 RHOG SETD5 SKA3 SLC10A3 SLC22A23 SLC6A17 SORBS2 SOX11 STT3B STUM TCEA1 TDG TEAD1 TMEM47 TMOD3 TSHZ3 ULK1 USP48 USP9X VEGFD WDR26 ZCCHC3 ZNF3 ZNF500 ZNG1E ZNRD2 ZRANB2 MIR323A_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR323A_3P ACTR3 ADD3 ADGRL3 ADIPOR1 AFTPH AGPS ALG10B ANKIB1 APP APPL1 ARF1 ARL1 ASCC3 ATF1 ATP11A ATP1B1 AUTS2 AZIN1 BRI3 BRINP1 BTBD3 C2orf69 C3orf80 C5orf24 CA2 CASP8AP2 CCDC141 CDC14A CDC27 CDC42BPA CDKN1B CENPJ CHIC1 CHMP5 CHODL CKS2 COA1 COMMD8 CUL2 DAB2IP DDX59 DENND1B DNAJB6 DNAJC6 EFCAB13 EIF1 EIF1AX EIF4G2 ELF1 ELK3 EMSY ENOX1 EPHA5 EYS FAM135A FAM13C FAM221A FBXO28 FBXO3 FERMT2 FGF14 FLRT3 FMR1 FNDC3B FNIP1 GABRG1 GAD1 GAN GCA GCLM GGNBP2 GJA1 GJB2 GNAI1 GOLIM4 GPATCH2L GRIA2 HIPK1 HNMT HP1BP3 HTR2C IFRD1 IGSF3 IKZF2 IL12B IMP3 ING3 INTS7 ITPR3 KCNB1 KCNJ13 KCNMB2 KCNQ3 KCNQ5 KLF11 KRAS LAMC1 LCA5 LMO7 LPAR1 LRRC42 LRRN1 MAB21L1 MAP3K2 MAPKAPK5 MITF MKLN1 MSI2 MSL3 MTMR2 MYSM1 NDST3 NEK4 NFYB NIPBL NPAS3 NPL NRK NUP43 PBLD PBX3 PCDH7 PCDH8 PCYOX1 PDCD4 PDCD6IP PDE4B PDZRN4 PGR PHF14 PLPP2 PLPPR5 PNMA2 POU4F2 PPFIBP1 PPM1B PRDM11 PRPF4B PRR13 PSAT1 PTH2R PTPN2 PTPN9 PTPRK PUM1 RAB23 RAB3GAP2 RAP1GAP2 RAPH1 RBBP6 RBM27 RBM5 RC3H2 RCN2 RICTOR ROCK2 RORA SAMD12 SBNO1 SDHC SEC23B SEZ6 SGCE SGK1 SH3GL3 SIM1 SLC30A7 SLC4A7 SLC7A13 SLC9B2 SMURF1 SNTG1 SP8 SPTLC2 SPTY2D1 ST7L STK39 SYNE2 SYNJ2 TAF1A TBC1D19 TBL1XR1 THSD7A TM9SF3 TMEFF2 TMEM168 TMEM183A TMEM183BP TMEM25 TNFSF11 TNFSF13B TRA2B TRIM22 TRPS1 UBA2 UBAP2 UBASH3B UBE2K UBE2Q1 ULK2 USO1 USP42 VAPB VSNL1 VSTM2A WDR36 WDR44 WDR45B WWP1 ZDHHC21 ZDHHC23 ZNF148 ZNF326 ZNF506 ZNF521 ZNF608 ZNF90 ZZZ3 MIR323A_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR323A_5P AMD1 ATAT1 BCAM BMERB1 CAPN6 CLDN3 CNTF COL5A2 CRB1 DCUN1D4 DDB1 DDX39B G0S2 GIMAP4 GK HNRNPA2B1 IQCH KCNMA1 KLF2 KLF6 LSM3 MIER3 MYLK2 NAPEPLD NFIA NKD2 PAQR3 PDE6H PKD2 PPP1R12A PRR9 RBBP4 SAXO1 SEPTIN7 SEZ6 SIRPA SLC5A1 SLC66A3 SP3 SPOP STIM1 SYNPO2L TOMM6 XKR6 ZBTB9 MIR323B_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR323B_3P AGFG1 C1QC C5orf24 CBLL1 CBX5 CCN1 CLEC17A CLVS2 DOP1B ECM2 EPC2 ERRFI1 FAM168A FAM184A FBXO11 FERMT2 FRMD4B GABARAPL2 GIGYF2 GPATCH2L GPR22 HDGFL3 HNRNPR KCNJ1 KIF5B MBNL1 METTL21A NEO1 NPAS2 NPTX2 NUP160 OLFML2B ORC5 PAK3 PDC PDLIM5 PPM1E PSMC6 PTPRQ RAP1B RBM24 RNF103 RNF13 SCOC SMARCD1 SMC6 SMIM13 SOCS5 SORCS1 SPAST SPATA4 SPECC1 TBC1D30 TCEAL4 TENM1 TMEM263 TRIM48 ULK2 WDR33 YME1L1 YTHDF2 ZBTB38 ZC4H2 MIR323B_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR323B_5P ALDOB ALG2 ARHGAP29 BOD1L2 BTAF1 CABYR CACNA2D1 CDKN2B DMRT2 FMN2 GGA2 GORASP2 HSPD1 IGLL5 IL1A ITGA6 JAK1 KRT33B MEOX2 MPC1 MXD1 NLK P3R3URF-PIK3R3 PCTP PIK3R3 PRKCA PTBP2 PTPN4 RHOBTB1 RNF24 SAV1 SERF2 SETD5 SETD7 STK38 SYT9 TAF5 TMEM115 TOGARAM1 ZMYM3 ZNF131 MIR324_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR324_3P AASDH ACVR2B ADGRL3 AKAP1 ALX4 ANKRD40 APBB2 ARID2 ARID4A ARL6IP5 ATXN2 BCL2L11 BLOC1S5 C15orf39 CBLB CCDC6 CIRBP CLK2 COL12A1 DCTN5 DCUN1D4 ELK4 ESYT1 ETS2 FREM2 GPATCH2L HGF IDH3B IFRD1 IGF1R IKZF3 IL13 INO80D KHDC4 KRAS LARP1B LRP4 MCMDC2 MIER3 NOS1 NUP62CL PABIR1 PAPOLG PDZRN3 PGAM1 PHC3 PHIP PPP1R10 PPP1R17 PRR3 RBFOX1 RBM4B RICTOR RIMS3 RTL5 SMIM20 SORBS1 ST3GAL3 STXBP1 SYNCRIP SYNPO2 TANC2 TBC1D16 TBXT TCN1 TMEM11 TPD52L2 TRIM44 TSHZ2 TTI2 VANGL2 WSB2 ZCWPW2 ZFX ZG16 ZNF280D ZNF547 MIR324_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR324_5P ABRAXAS2 AP1G1 ATXN7 BUB1 CAMK2G CAMKV CDS1 CMTM4 CPT1A CRISP1 DGKH EGR2 ELAVL1 ENSA ERLIN2 FAM237A GAN HFE HOXA2 KCTD20 KLF3 KLF7 MAP4K3 MGAT3 MYO7A PBX1 PCYT1B PIGM PRKCG RACGAP1 RAN RBFOX2 RBL1 SEPTIN3 SLC19A3 SP1 TAFA2 TMCC1 TMEM135 UBE2I VDAC1 ZFP91 ZNF197 ZNF713 MIR325 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR325 ABRAXAS2 ARRDC3 ATG12 CELF1 CSNK1A1 DDX5 DNAJB9 DNASE2 GKN1 GRIA4 HIRA ISOC1 KCNV1 KTI12 MAGOHB NR2C1 PACC1 PLD1 PPTC7 PREX2 RIMS1 ROCK1 SMCHD1 TPPP TRIM9 TTLL7 TYW1B UTP23 WNK1 ZNF225 MIR326 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR326 ABCC1 ABTB3 ADAM29 ALAD AMOTL1 ANKFY1 ARC ATP6V1G2 ATXN1 B4GALT1 BAHD1 BRPF3 BTNL8 CACNA1E CEP85 CERS6 CHL1 CHRM1 CMKLR1 CMTM8 CTXN2 DNM1L EFNA3 ELK1 EMC8 EPB41L1 EPHB3 EPHX2 ETS1 FAM104B FAM168A FBXO21 FGF11 FNDC3A FRAT2 FSHR GAB1 GDAP2 GGT7 GLOD5 GPD2 GPI GRIPAP1 H6PD HDHD2 IGF2BP1 ITGA5 KCNH1 KCNIP2 KCNQ4 KLF14 KLF3 KLK5 LARP1 LDOC1 LETM2 LRRTM1 MAGI3 MAML3 MDM1 MEGF6 METAP1 MMP24 MOB3C MRAS MTMR8 MTR NDUFAF4 NFATC2 NHS NINJ1 NLK NPAS3 ODR4 OTP OXSR1 PALM PARVA PCNX1 PIK3CG PIP4K2C PIP5K1C PLEKHG3 PLEKHM3 POLR2J3 PPIL1 PPP1R3F PPP4R1 PRKCB PRX PTBP1 RAB3IP RALGPS2 RFT1 RIMS4 RNASE13 RTL8B SAMD12 SAMD4B SDK2 SHISA7 SLC23A2 SLC27A4 SLC38A2 SLC5A3 SOGA1 SSBP4 STK35 SYS1 TIRAP TMEM178B TMTC2 TNR TOMM34 TOMM40L TPBGL TRABD2B TSPAN18 UBE2W UBXN10 VLDLR VPS39 WDFY1 XIRP1 YBEY ZNF322 ZNF423 ZNF544 ZNF577 ZZEF1 MIR328_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR328_3P ADNP ARID1B ARPP19 BARHL1 BLTP3A CHP2 DDB2 DTD2 DYNC1I1 EDARADD EIF2AK2 ENHO FERMT2 H2AX IVNS1ABP LGR4 LRRTM3 LRTOMT LYVE1 MEIS2 MFHAS1 MPI NR3C1 PEF1 PGM2 PLOD2 PRDM16 PRF1 PSMB9 PTPN9 RBFOX1 RSBN1L SERPINB1 SYT1 TCF7L2 TCHH TESK2 TNR TRIM71 UBFD1 UROC1 ZC3H12B MIR328_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR328_5P ANKRD40 ARHGDIA BRSK1 CBX6 CD7 CELF5 COL5A3 CPNE5 DELE1 DYNLRB1 FAM98C FBN3 FBRSL1 FOXE3 FOXJ1 FXR2 GFER GLT1D1 GNAI2 GRIN3A IGF2 INAVA IQSEC2 KLF16 KLRD1 LMTK3 MEAF6 MED20 MLLT11 MROH5 MYOM3 NFIC NFIX NGFR NIPA1 OTOGL PATZ1 PLPPR2 PPP1R14B PROSER3 RIMS4 RPS6KL1 SALL1 SERTAD2 SERTAD4 SHANK1 SKI SPATA20 SRCIN1 SYNGAP1 TCF7L2 TSC1 TUBB4A VAMP2 VSTM2L WIZ ZBTB7A ZNF385A MIR329_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR329_3P ADAMTS9 ADGRF5 AK4 ANK3 AP5M1 ARHGAP21 ARL4A ASXL1 ATAD2 BCL7A BLCAP BMPR1B C9orf72 CADPS2 CAPZB CCNI2 CDK1 CEP85L CHL1 CSNK1G3 CTDSPL2 DAAM1 DLGAP4 DUSP10 EIF4B EIF4G1 EIF4G3 EPHA4 EPPK1 EXOG FAM184A FPGT FSTL3 FXR2 GABRB2 GNA12 GRB2 HIPK1 INO80D KDM7A KHDRBS2 KLF6 KLHL2 KRIT1 LAMTOR3 MCAM MESD METTL9 NAV3 NKD1 NRBF2 NRP2 OTULINL PAIP2B PAM PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA9 PCDHAC1 PCDHAC2 PCDHB10 PDE3A PDE5A PERP PHF21A PITPNB PLCXD1 POC1B PPP1R3B PPP2R2D PTBP2 PTDSS1 PTPRJ RADX RAI1 RALA RLN1 RNF139 RNF19B RNF38 RORA RTL5 SHB SLC26A2 SLC44A1 SLC6A19 SLF2 SMNDC1 SOCS6 SRSF4 SSBP2 SSH1 SYT15 TCEA1 TENT4B TMEM245 TNRC6B USP37 VOPP1 WAPL WDR5B ZBTB18 ZFHX4 ZNF281 ZNF304 ZNF667 MIR329_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR329_5P ABCG4 ABHD17B ACTB AEBP2 AKTIP ALDH3A2 AP1S2 ARID2 ATMIN BMT2 C17orf50 C1orf109 C2CD2 CAP2 CASD1 CASP10 CDC14B CDK14 CELF4 CEP68 CILK1 COL8A2 CPEB3 CREG2 CRNN CTBS CTNS CYP3A5 DENND1B DIRC1 DLX2 DPY19L2 DUS4L EHD4 EML4 ENAH ESYT2 FGFR2 FOXD4L3 FOXD4L6 FUBP3 FUCA2 FXN G2E3 GLRX GPATCH1 GPM6B GREM1 GRM3 GRM5 HAX1 HIKESHI HOPX IL6ST IQCK IRAK3 IRX2-DT KLHL31 L1CAM LAMP2 LRRC75A LRRTM2 LSAMP MAFB MAPK8 MARCHF6 MBNL2 MDGA2 MEIOC MIB1 MIP MLLT6 MOSPD1 MTF1 MTSS1 MTX3 NAA15 NDST3 NECAB1 NECTIN3 NOCT NTAN1 NUDT21 NUP35 NUP50 OPRM1 PABPC4L PAPOLG PCM1 PCNX1 PLEKHA5 PMP22 POLB POMC PTRH2 PWWP2A RAB10 RAP1B RBMS3 RCHY1 REPS2 RLN1 RMND5A RND1 RPL7L1 RSL1D1 SAMSN1 SCPEP1 SEC24A SELENOF SERPING1 SETD9 SGK1 SGPP1 SHPRH SHROOM3 SKA2 SLC16A4 SLC46A2 SLITRK4 SNX19 SPINK8 SRSF2 SRSF8 STAG2 SYNJ2BP SYT16 THAP12 TMEFF2 TMEM106B TMEM35B TNRC6B TOGARAM1 UNKL VPS29 VSTM4 WDR73 ZBBX ZCCHC3 ZNF17 ZNF189 ZNF300 ZNF354C ZNF37A ZNF480 ZNF584 ZNF681 ZNF746 MIR32_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR32_3P ABHD13 ACBD5 ACER3 ACOT13 ACTN2 ACVR2A ADAMTS6 AHR AIFM1 ALKBH1 AMACR ANK3 ANKRD28 ANKRD39 APP ARHGEF28 ARHGEF3 ARIH1 ARL5A ASB8 ATF1 ATP11B ATP1B1 ATP5F1C ATRX BBX BCL11B BDH2 BMT2 BRPF3 BRWD1 BRWD3 C1QBP C21orf91 C4orf3 C5orf47 CAAP1 CAB39 CACNA1G CADPS CALD1 CAPRIN1 CAPS2 CARNMT1 CAV2 CCDC125 CD44 CD58 CDIN1 CDK6 CELF2 CFHR3 CFHR4 CHMP4C CIP2A CISD1 CLVS1 CMPK1 CNEP1R1 CNIH1 CNKSR2 CNOT6L CNOT7 COL1A2 CORO2A CPNE3 CPNE4 CREBL2 CREBZF CSN1S1 CXADR DAAM1 DACT1 DDX3Y DMRTA1 DOCK5 DPH3P1 DPP10 DTNA ECSCR EFEMP1 EIF3A EIF4E3 EMC7 EP300 EPC1 EYA4 F13B FAM210B FAM8A1 FBN1 FBXO28 FEM1B FERMT2 FGF4 FLG FOXG1 FUT9 GABARAPL2 GABPA GDF10 GK GNPTAB GOLPH3 GORASP2 GPC5 GUF1 HAND2 HAPLN1 HEATR5A HOOK3 HPCAL1 HPS5 HTR2A HYAL2 INO80D INPPL1 IRS1 ITGB6 ITGB8 ITPRIPL2 JADE1 JADE3 JAM3 JPT2 KAZN KBTBD3 KCNK9 KCNQ5 KCTD13 KCTD9 KDM7A KIAA1143 KIAA1549L KIF11 KIF5B KLF5 KLHL2 KLHL7 KNSTRN KPNA4 KRAS L3HYPDH LAMA4 LARP4B LATS2 LILRA1 LIMK2 LIN28B LIN54 LMAN1 LRRTM3 LSM8 LYN MAP3K20 MAP3K21 MAP3K8 MAPKAPK5 MBNL2 ME2 MED13 MEIOC MIA2 MIGA1 MINDY2 MINDY3 MKLN1 MKX MMAA MMD MMS22L MNX1 MOB1A MTM1 MYBL1 MYCBP2 NAA30 NAALADL2 NAV3 NCOA2 NDFIP2 NDNF NDUFA5 NDUFS1 NEK10 NEXMIF NGF NHLRC2 NPAS2 NPHP1 NR3C2 NR4A3 NRAS NRIP1 NTF3 NUP205 OLFM3 ONECUT2 OSBP OXR1 PACC1 PAFAH1B1 PAPOLA PAXIP1 PCDH19 PCM1 PDCD10 PDE10A PDE3A PDE8B PDZRN3 PEG10 PHYKPL PI15 PIAS1 PIP4P2 PLCL1 PLEKHF2 PLS1 POM121 PPARGC1A PPM1D PPP1R15B PPP1R8 PPP2CB PPP2R2A PPP4R2 PPP6C PREX1 PREX2 PRKCI PRPF40A PSMD7 PTAR1 PTPN12 PTPN4 QKI RAB21 RBMS3 REXO4 RGPD1 RNF141 RNF217 RNGTT RORA RP2 RSBN1 SAMD8 SCAI SCRN1 SEC24D SEC61G SEMA3A SENP2 SENP7 SEPSECS SERPINB3 SERPINB4 SGIP1 SGMS1 SGPP1 SH3BP4 SIMC1 SKIL SLC25A33 SLC2A12 SLC36A4 SLC37A3 SLC38A1 SLC66A3 SLIT2 SLK SMC5 SMG1 SMNDC1 SNX18 SOCS6 SPIRE1 SRGAP1 SRRM1 SRSF6 STAG2 STAT3 STEAP2 STK17B STOX2 STRADB STRN STX7 STXBP5 SYNJ2BP TAPT1 TBC1D23 TBC1D32 TCIM TEAD1 TET2 TGFBR1 THBS2 TIPARP TIPRL TM6SF1 TMEM108 TMEM174 TMEM196 TMTC2 TNFAIP3 TNPO1 TRDMT1 TRIM33 TRMT5 TSHZ3 TTC28 TWF1 TYW3 UBA5 UBE2S UBTD2 USF3 USP12 USP24 USP30 USP32 USP37 USP8 UTP25 VLDLR VPS72 VWA3B XK XPO1 XRN1 YOD1 YTHDC2 YWHAE ZBTB10 ZC3H6 ZDHHC17 ZDHHC21 ZIC1 ZNF215 MIR32_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR32_5P AADACL3 ABHD13 ACOX1 ACTC1 ADAM10 ADAM19 ADAMTSL1 ADAMTSL3 ADCY3 ADGRF2 ADRB1 AFF3 AGO3 AIDA ALKAL2 ANKIB1 ANKRD28 ANKRD44 ANO8 ANP32E APBB2 APPL1 ARF1 ARHGAP24 ARHGEF17 ARID1B ARMC1 ARPC2 ARRDC3 ARRDC4 ASPH ASPN ATG14 ATP6V1B2 ATP7A ATRX ATXN1 ATXN3 B3GALT2 BAHCC1 BAZ2B BCAT2 BCL11A BCL11B BCL2L11 BLTP1 BMPR2 BSDC1 BSN BTG2 C11orf24 C19orf12 C21orf91 C5orf24 C6orf62 C8orf44-SGK3 CACNA1I CADM2 CALN1 CASD1 CBFA2T3 CBLN4 CCDC113 CCDC186 CCNC CCNJL CD2AP CD69 CDCA7L CDK16 CDKL5 CELF2 CHCHD10 CHRM5 CIC CLCN5 CLDN11 CNEP1R1 CNIH1 COG3 COL19A1 COL1A2 COL27A1 COL5A1 COX20 CPEB2 CPEB3 CPEB4 CPNE8 CSMD3 CTTNBP2 CUX1 CXCL5 DAAM1 DCAF6 DDX3X DDX3Y DENND1B DENND4B DMXL1 DNAAF9 DNAJB12 DNAJB9 DOCK5 DOCK9 DPP10 DSC2 DSTYK DTX2 DUS2 DUSP10 DUSP5 DUSP6 DYRK2 EDEM1 EDEM3 EFR3A ELK4 ELOA ELOVL4 EOMES EPC2 EPG5 ERGIC2 ESRP1 EVI5 FAM135A FAM20C FAM24A FAM81A FBN1 FBXO28 FBXW7 FCHO2 FHIP1B FHIP2A FHL2 FKBP1A FMN2 FMR1 FNBP4 FNIP1 FNIP2 FOSL2 FOXN2 FOXN3 FRY FXR1 FZD10 G3BP2 GATA2 GATA6 GFPT2 GID4 GIT2 GLCE GLRA1 GLYR1 GNAQ GNPDA2 GOLGA1 GOLGA3 GOLGA4 GOLGA7 GOLGA8A GPBP1L1 GPC6 GPR137C GPR158 GPR180 GRAMD2B GRHL1 GRIA1 GRM7 GTF2A1 HAND2 HCN2 HERPUD2 HIPK1 HIPK3 HIVEP1 HNF1B HS3ST5 HYCC2 IBTK IDH1 IL36B INSIG1 IQGAP2 IRS2 ITGA5 ITGA6 ITGA8 ITGAV ITPR1 ITPRID2 JMY JOSD1 KAT2B KBTBD8 KLF2 KLF4 KLF8 KLHDC10 KLHL11 KLHL14 KLHL15 KLHL29 KMT5B LATS2 LHFPL2 LIMCH1 LIN54 LMBR1L LONRF3 LRCH1 LRRC1 LUZP1 LYST MACIR MAGEC2 MAN2A1 MAP1B MAP2K4 MAP3K20 MAP7D3 MAPK8 MARCHF4 MARCHF6 MAST4 MBOAT2 MCL1 MCOLN2 MED19 MEF2D MFF MFHAS1 MIA3 MIER1 MINAR1 MMD MMP10 MOAP1 MORC3 MPP1 MSR1 MTF1 MTFMT MTMR9 MYCBP2 MYH9 MYLIP MYO1B MYO5A NCAPH2 NCKAP5 NEDD4L NEFH NEFL NEFM NF2 NFYB NFYC NIPAL1 NIPBL NKX2-3 NKX2-4 NOTCH1 NOX4 NPC1 NPNT NR4A3 NRG1 NSF NSMAF NSMF NUFIP2 OSBPL5 OTUD3 OTUD4 P3H3 PALLD PAPOLA PAPSS2 PAX3 PAX9 PAXBP1 PCDH11X PCDH11Y PCDH7 PCGF3 PCMTD1 PCOLCE2 PCYT1B PDE10A PDZD2 PDZD8 PEAK1 PER2 PGBD2 PHF3 PHLPP2 PHTF2 PIAS4 PIK3AP1 PIK3CA PIK3CB PIK3R3 PIKFYVE PIP5K1C PITPNA PITPNM2 PKDCC PLEKHA1 PLEKHB2 PLEKHG3 PLXDC2 PNISR PPCS PPP1R12A PPP1R12C PPP1R37 PRKAR2B PRRC2B PRSS12 PSMD14 PTAR1 PTEN PTGER4 PTPRD PTPRJ PTPRK PTPRO PUS7 RAB14 RAB23 RAB3C RAB8B RAD21 RANBP9 RBM27 RBM47 RBPMS2 REST REXO1 RFX1 RGL1 RGS17 RGS3 RHPN2 RIC1 RIMS2 RNF11 RNF141 RNF180 RNF38 RNF4 RNF44 ROBO2 RORA RPL15 RPS6KA4 RSBN1 SBNO1 SCAF11 SCN8A SCUBE3 SEC31B SELENOT SEMA3A SERINC5 SERTAD2 SERTAD3 SESN3 SETD5 SFXN1 SGK3 SGPP1 SH3D19 SH3PXD2A SLC10A7 SLC12A5 SLC17A6 SLC24A3 SLC25A16 SLC25A32 SLC25A36 SLC32A1 SLC38A2 SLC39A8 SLC4A8 SLC7A11 SLC9A1 SLC9A7 SLX4 SNAP91 SNAPC1 SNN SNX13 SOCS6 SOSTDC1 SOX11 SOX4 SPRYD4 SPTBN4 SRPRA SSBP2 ST6GAL2 STRN3 STX17 STYX SYN2 SYNJ1 TACC2 TAFA1 TAGAP TBC1D12 TBC1D8 TBL1XR1 TCF21 TEAD1 TECPR2 TEF TENT4A TET2 TEX2 TGIF1 TMEM229A TMEM255A TMEM267 TMF1 TNPO1 TOB1 TOB2 TPCN1 TPPP TRIM36 TRIO TSC1 TTC9 TULP4 TWF1 TWIST1 UBASH3B UBE2W UBE2Z UBXN4 UCHL5 UGP2 USP28 USP36 USP45 VPS4B VWA5B2 WASL WWP2 XPNPEP3 XYLT2 YIPF4 ZC2HC1A ZDHHC5 ZEB2 ZFAND1 ZFC3H1 ZFHX4 ZFYVE21 ZNF230 ZNF24 ZNF280D ZNF287 ZNF385D ZNF521 ZNF532 ZNF595 ZNF721 ZNF804A ZNF827 MIR330_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR330_3P ABCA2 ABHD17C ACBD5 ACSL6 ADAM22 ADD3 ADK AGAP2 AGTR2 AK7 AMMECR1 AMOT ANKRD40 APCDD1 APPL1 AQP9 ARFGEF2 ARHGAP20 ARMCX6 ASB1 ASXL3 ATAD5 ATL2 ATP2B1 ATP2C1 ATP8A2 AZIN1 BCL11B BDNF BFSP1 BMI1 BMPR2 BMT2 BTRC C1orf21 C2CD2 C3orf62 C5orf15 C9orf64 CACHD1 CCN2 CCND3 CCPG1 CDH26 CDV3 CEP170 CERS6 CERT1 CFAP54 CLDN18 CLDN8 CMPK1 COL6A3 COMMD3-BMI1 CPNE8 CREBL2 CREM CSNK1A1 CSNK1G3 CTNNB1 CXCL5 CYP7A1 CYTH3 DCAF7 DCK DEFA1 DEFA1B DEFA3 DEFA4 DICER1 DIP2B DIRAS2 DLX1 DLX6 DNAAF2 DNM3 DOCK5 DPYSL3 DTL EBF1 EBF2 EGR4 EIF3J ELAVL1 ELK3 ELK4 ELOVL6 EPC1 EPS8 ERAP1 ERBB4 ERGIC2 F12 FAM107B FAM114A1 FAM72A FAM72B FAM72C FAM72D FBXL17 FBXW11 FBXW4 FBXW8 FCHSD2 FGFR1 FKBP6 FNTB FOXJ2 FOXO1 FRAS1 FRK FSBP FZD3 GCN1 GDPD1 GIGYF2 GLS GLYR1 GNA13 GNRHR GPAM GPHN GPRASP1 GRIA3 GRM5 GSKIP GTF2H1 GUCY1A1 GUCY1A2 HEATR1 HELZ HIF1A HNRNPR HNRNPU HOXC8 HSPH1 IFNE IGF1R IGF2BP3 IL22RA2 IL7R INO80D INSL5 IP6K2 IQCH IRX2 ITM2C JMY JPH1 KAT2B KCNJ16 KCNQ3 KCTD18 KITLG KLF10 KLF9 KLHDC9 KLHL1 KNOP1 KRCC1 KRT82 KRTAP4-9 KSR1 L1CAM LAPTM4B LAPTM5 LARP4 LIN7C LNX2 LRP2BP LRP8 LSM5 LTN1 MACROD2 MAML1 MAP2K5 MAPK1 MBNL3 MEF2A MEOX2 METAP2 METTL1 MFSD5 MICU3 MIER3 MINDY2 MLEC MLLT10 MOSMO MPZL3 MRPS6 MRRF MTDH MTMR9 MYBPC1 MYH3 MYO1C NAA30 NAT10 NBEAL1 NCOA2 NEFL NKRF NPTX2 NT5DC3 NTN4 NUP42 NUP58 ONECUT2 PABPC1L PALM2AKAP2 PAPOLG PARP11 PDE1A PDGFD PDZRN3 PIK3R3 PLS3 POU4F2 PPM1B PPM1L PRDM6 PRIM2 PRKAA2 PRKAB2 PROX1 PRR23C PRRC1 PRUNE2 PSD3 PSG1 PSMA5 PTPRM PURA RAB8B RAD54B RAI2 RAP1B RAP2A RAP2B RBM12 RC3H1 RCAN1 RCC2 REST RFWD3 RGS10 RIPK2 RMND5A RND3 RNF126 RO60 RSPO2 RUFY2 S100B SALL1 SAXO2 SCG3 SCP2 SEL1L SERINC3 SH3KBP1 SHC4 SIK3 SLAIN1 SLC10A7 SLC17A6 SLC19A2 SLC24A2 SLC25A24 SLC39A11 SLC44A5 SLC4A10 SLCO1C1 SLCO3A1 SLITRK2 SLITRK4 SNX1 SORL1 SOSTDC1 SOX6 SP4 SPOCK3 SPRYD7 SPTSSB SRPK2 SS18L2 SUB1 SUCO SUMF1 SYK TACC3 TAF1B TARDBP TBC1D7 TBL1XR1 TCERG1 TEAD1 TECPR2 TET2 THADA THOC3 TJP1 TM7SF3 TMEM178B TMEM245 TMTC1 TNKS TNKS2 TOX TRA2A TRAPPC8 TRIB2 TRIM2 TRPS1 TSFM TSHZ3 UBE2G1 UBL3 USP13 USP33 USP37 VGLL3 VPS13C VSIG10 WDFY3 WDR76 YLPM1 YPEL2 YTHDC1 ZBTB10 ZBTB34 ZFC3H1 ZFR ZKSCAN8 ZMAT3 ZNF148 ZNF367 ZNF423 ZNF706 ZNRF3 MIR330_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR330_5P ABCC1 ABTB3 ADAM29 ALAD AMOTL1 ANKFY1 ANKRD6 ARC ARPP21 ATP6V1G2 ATXN1 B4GALT1 BAHD1 BRPF3 BTNL8 CABLES2 CACNA1E CBFA2T3 CCDC149 CD47 CD6 CDH22 CDK15 CEP85 CERS6 CFAP70 CHCHD3 CHL1 CHRM1 CMKLR1 CMTM8 CNKSR3 CTNS CTXN2 CYP8B1 DNM1L DYRK3 EFNA3 EGFLAM ELK1 ELK4 EMC8 EPB41L1 EPHB3 EPHX2 ETS1 FAM104B FAM168A FBXO21 FGF11 FNDC3A FRAT2 FSHR GAB1 GDAP2 GGT7 GLOD5 GNAO1 GPD2 GPI GRIPAP1 GRM1 H6PD HAVCR2 HDHD2 IGF2BP1 INO80D IQCD IQSEC3 ITGA5 KCNH1 KCNIP2 KCNQ4 KLF14 KLF3 KLHL14 KLK5 LARP1 LDOC1 LETM2 LRRTM1 MAGI3 MAPK1 MAPK4 MDM1 MEGF6 METAP1 MGA MIEF1 MMP24 MOB3C MRAS MTMR8 MTR NDUFAF4 NFATC2 NGFR NHS NINJ1 NLK NPAS3 ODR4 OTP OXSR1 PALM PARVA PAX5 PCNX1 PIK3CG PIP4K2C PIP5K1C PLEC PLEKHG3 PLEKHM3 PML PNISR POLR2J3 PPIL1 PPP1R14C PPP1R3F PPP4R1 PRKCB PRX PTBP1 RAB3IP RALGAPA1 RALGPS2 RFT1 RIMS4 RIT1 RNASE13 RTL8B RUNDC3B SAMD12 SAMD4B SDK2 SHISA7 SKP2 SLC19A2 SLC23A2 SLC24A3 SLC27A4 SLC38A2 SLC5A3 SOBP SOGA1 SPRYD3 SRGAP3 SSBP4 SSTR3 STK35 SYS1 TANGO6 TBC1D16 TIRAP TK2 TLN1 TMEM178B TMTC2 TNR TOM1L2 TOMM34 TOMM40L TPBGL TRABD2B TSPAN14 TSPAN18 UBE2W UBXN10 VDR VLDLR VPS39 WDFY1 WDR91 WNT7B XIRP1 YBEY ZNF197 ZNF322 ZNF423 ZNF544 ZNF577 ZNF609 ZZEF1 MIR331_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR331_3P ABI2 AP2A1 APBA1 ARHGEF37 BAIAP2 C2CD4C CASK CDC42EP4 CDCP2 CNTNAP4 CPLX2 CPSF2 DCLRE1B DHTKD1 DOHH DUSP5 DYNC2I1 EARS2 ERBB2 FBLN7 FIGNL2 GRIK3 HS6ST2 KSR1 LOXHD1 MAP3K14 MRRF MS4A14 NBEA NFAM1 NRP2 OBI1 PANK2 PHLPP1 PLEKHA8 PML POPDC2 PPP2R5B PTPN2 PTPN7 RALA RECQL5 RGS6 RIMS4 RPTN SAMD12 SARM1 SEMA7A SLAMF9 SOCS1 SPOP STRA6 TGFBR1 THSD7B TMPRSS2 TSPAN18 UBL3 XPO7 ZBTB2 ZMYM4 ZNF37A ZNF609 ZNF652 MIR331_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR331_5P AFF4 AIMP1 ALAD AQP4 ARHGAP44 ASGR1 AVIL BRMS1L C1RL C5orf63 CCDC73 CCL21 CCSAP CDH5 CIART CKAP2L CPED1 CRBN CREM DAB2 DDTL DHX35 DMAC1 DOCK5 FHIP1A FNDC3B FUT9 HAUS2 HDX HOXC8 IGF2BP3 INA KLRG1 KPNA3 LHFPL5 MAP10 MAP3K20 MAP3K21 METTL14 MFSD1 MRPS33 NAALADL2 NAIP PDE1A PDGFD PFKP POLR2K PPFIA1 PPP1R3B RAI2 RANBP3L RAP2C RELN RFX3 RNASEH2B RNF217 SGPP1 SLC9A6 SMIM8 SNTN SOX18 SPCS2 TDG TKTL2 TMEM170B TNRC6C TRAPPC8 TRAT1 TRIB1 TSPAN6 TYW5 UBL3 UTP14C ZDHHC2 ZFHX3 ZMYM5 ZNF391 ZNF655 MIR335_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR335_3P AAK1 ABCB5 ABCD2 ABHD18 ABHD5 ACADSB ACSL6 ACSM5 ACTR2 ACVR1C ACVR2B ADAM12 ADAM32 ADAMTS1 ADAMTS6 ADAMTS8 ADGRF1 ADGRL2 ADI1 ADNP ADO ADRA1A AEBP2 AFF2 AFF4 AGFG1 AHDC1 AK7 AKAIN1 AKAP8 ALDH1L2 ALG10B ALKAL1 AMBRA1 ANGEL2 ANK1 ANK3 ANKRD13C ANKRD29 ANKRD50 ANOS1 ANTXR2 ANXA7 AP4E1 APLP2 APOOL APPL1 ARFGEF2 ARFGEF3 ARHGAP42 ARID1B ARID4B ARL15 ARL5A ARL6IP5 ARMC1 ARMC10 ARRDC3 ASB8 ASXL3 ATAD1 ATAT1 ATG4C ATL2 ATP1A2 ATP1B4 ATP6V1G1 ATRNL1 B3GALNT1 B3GNT5 BAG1 BBS7 BCAR3 BCL11A BCOR BDH2 BEND6 BICC1 BID BLOC1S5 BORA BPTF BRCC3 BRD1 BROX BRSK2 C10orf88 C14orf119 C1GALT1 C1orf53 C2CD6 C6orf58 C8orf44-SGK3 CACNA2D1 CACNB4 CACNG2 CACUL1 CALM1 CASR CASTOR2 CCDC169-SOHLH2 CCDC170 CCDC186 CCDC190 CCDC50 CCDC68 CCDC82 CCDC85A CCDC88A CCNDBP1 CCSER1 CCT4 CCT6A CD109 CD180 CD200 CD200R1 CD47 CDC73 CDH15 CDK13 CDKL2 CDKN1B CELF4 CENPJ CEP135 CEP170 CEP350 CEP68 CERS6 CES2 CFAP91 CFL2 CHD2 CHD9 CHPF2 CHRNA5 CIP2A CLDND1 CLIC2 CLPX CLVS2 CNOT2 CNPY2 CNTN1 CNTN5 CNTNAP5 CNTRL COBLL1 COL1A2 COL4A1 COL8A1 CORO2A CPEB4 CPNE3 CPT1A CPXM2 CREBRF CREBZF CRIPT CRISPLD1 CRISPLD2 CSMD1 CSNK1G3 CSRNP3 CTBS CTDSPL2 CTNNA2 CUL3 CUL5 CXCL12 CXCL3 CYB5B CYBRD1 CYP7A1 CYP7B1 CYRIA DCUN1D1 DCUN1D5 DDHD1 DEFB132 DENND1B DENND4C DERA DGLUCY DHX58 DIAPH1 DIAPH3 DIP2B DISC1 DLC1 DMRT2 DNAAF10 DNAJB14 DNAJC3 DPYD DSCAML1 DST DTL DUS4L DUSP19 DYRK1A ECT2L EDEM3 EDNRA EFNA5 EGR3 EHF EIF1AX EIF2A EIF3E EIF4B EIF4E3 EIF5AL1 ELAVL2 ELAVL3 ELF1 ELK3 ELMO1 ELN ELOVL7 EMB EMC1 ENPP4 EPHA4 EPHA7 ERAP1 ERBB4 ERC2 ERCC8 EREG ERICH2 ERP44 ETF1 ETS1 ETV1 EYA4 EZR F2R FAF2 FAM117B FAM20B FAM98A FAT3 FBXO4 FEM1B FEM1C FER FEZF1 FGA FGF12 FGF18 FGF7 FGF9 FH FKBP5 FLRT3 FMN2 FMR1 FNDC3A FOS FPGT FRMD4B FRS2 FUT8 FUT9 FZD3 G6PC2 GABPA GABRB2 GABRB3 GASK1B GBP5 GCNT1 GGA1 GHR GIGYF1 GLRX3 GLYATL3 GNB4 GNG2 GNPNAT1 GNRHR GOLGA2 GOLGA6L4 GOLGA6L9 GOSR1 GPAM GPATCH2L GPM6B GPN3 GPR12 GPR171 GPR180 GPR85 GPRIN3 GRID2 GRIN2A GRIN3A GRM5 GSKIP GTF2H5 GUCY1A2 GXYLT1 HAPLN1 HBS1L HDAC9 HDGFL2 HELQ HELZ HERC2 HERC3 HIPK1 HLCS HOMER1 HOOK3 HOXA13 HOXD13 HSCB HSD17B12 HSPA1B HTR2A HTR2C HYCC1 HYCC2 HYPK ID2 IFT81 IGSF3 IL16 IL1RAP INSIG1 INTS14 IPPK IQGAP2 IRX2-DT ISCA1 ITGA4 ITGA6 ITGA8 ITGB6 ITGB8 ITGBL1 ITPRID2 JADE1 JCAD JMY KALRN KAT2B KAZN KCND2 KCNH7 KCNJ5-AS1 KCNQ5 KCNT2 KCTD4 KCTD9 KDM7A KIAA0408 KIN KITLG KLF12 KLHL13 KLHL24 KLHL28 KLHL9 KMT5B KPNA4 KRAS LARP4B LCORL LHFPL3 LHX9 LIAS LIFR LINC02801 LMAN1 LMBR1 LMO4 LMO7 LMOD2 LPGAT1 LRATD2 LRP1B LRP2 LRRC2 LRRC31 LRRC40 LRRN1 LRRTM2 LRRTM3 LSAMP LTN1 LYPLAL1 MACC1 MAGEA10 MAGEE1 MAGI3 MAGT1 MANEA MAP2K1 MAP7 MAPK9 MARCHF7 MB21D2 MBTD1 MCAM MCTP2 MCUR1 MDGA2 MED14OS MEGF10 MEI4 MEX3A MIDN MINAR1 MINDY2 MMRN1 MOSPD2 MPC1 MRE11 MRM2 MRPL42 MRPS36 MRTFB MSH4 MSI2 MSRB3 MTMR10 MTO1 MTRF1L MUCL3 MXI1 MXRA5 MYCN MYO6 MYRIP NAA15 NAA30 NAA35 NAALAD2 NAALADL2 NAP1L1 NAPEPLD NAPG NAV1 NCEH1 NCKAP1 NCOA2 NCOA5 NCOA7 NDST3 NDUFA1 NECAB1 NECAP1 NEDD4L NEGR1 NEK1 NEPRO NETO1 NEUROG1 NFIA NHSL1 NIPA1 NIPA2 NKAIN3 NLGN1 NOL4 NOM1 NPAS3 NPPC NR2E3 NR3C1 NRCAM NRG4 NRIP1 NSFL1C NT5C3B NTRK2 NUDT15 NUFIP2 NUP98 OCIAD1 ODF2L OGN ONECUT2 OPN3 OPRM1 OSBPL8 OTOA OTUD4 OTUD6A OTUD6B OXTR P2RY1 PA2G4 PABPC4L PAK2 PALLD PALM2AKAP2 PAPPA PARN PARP11 PARPBP PARVA PAX6 PAX8 PBRM1 PCBP1 PCDH17 PCDH7 PCDHB9 PCGF5 PCLO PCM1 PCMTD1 PCSK5 PDE12 PDE1A PDE1C PDGFD PDIK1L PDS5B PER3 PGAP1 PGM2L1 PHACTR2 PHF14 PHF24 PHIP PHLPP2 PIGV PIK3CA PIK3CG PIKFYVE PIN4 PLCB1 PLCB4 PLCL1 PLCXD3 PLEKHM3 PLOD2 PLPPR5 PMAIP1 PNISR PNPT1 POGLUT1 POU2F1 PPARGC1A PPAT PPIL1 PPM1E PPM1L PPP3CA PPP4R2 PRDM4 PREX2 PRKAA2 PRKAR2B PRKCI PRKG1 PRLR PRMT2 PROSER2 PRPF40A PRR14L PRRG3 PRRG4 PRTG PSMD14 PTAR1 PTCHD4 PTEN PTGDR PUM2 PXDN RAB1A RAB30 RAB33B RAB8B RAD23B RAD54B RAP2A RAPGEF1 RASGEF1A RASSF6 RBM11 RBM12 RBM46 RBM7 RBMS2 RBMS3 RC3H1 RCSD1 REST RFESD RFX3 RGS7BP RIC1 RIC3 RIMKLB RLIM RMND5A RND1 RNF112 RNF128 RNF138 RNF165 RNF169 RNF217 RO60 ROBO1 ROCK2 RORA RP2 RPGRIP1L RPRD1B RPS6KA1 RPS6KA3 RPS6KB1 RTL9 RTN3 RUFY2 RUNX1T1 RYR2 S100A14 SAMD5 SAMD8 SAR1B SATB2 SBNO1 SBSPON SCN3B SCYL2 SEL1L SEMA3A SEMA3C SEMA3D SEMA5A SENP6 SEPHS2 SEPSECS SEPTIN14 SERPINB10 SERPINB13 SERPINE2 SESTD1 SFMBT2 SFXN1 SGCZ SGIP1 SGK3 SGTB SH3D19 SH3GLB1 SH3KBP1 SH3TC2 SHC3 SHOX2 SHROOM3 SIRT7 SIX4 SLC13A1 SLC16A12 SLC17A6 SLC17A8 SLC19A2 SLC24A2 SLC25A13 SLC25A17 SLC26A7 SLC30A5 SLC30A7 SLC36A4 SLC38A2 SLC49A4 SLC4A4 SLC5A3 SLC7A11 SLC9A2 SLC9A7 SLC9C1 SLCO1A2 SMAD5 SMARCA5 SMARCE1 SMIM10L1 SMIM14 SNCA SNX25 SOBP SOHLH2 SOS1 SOWAHC SP110 SPARC SPN SPOP SPTSSA SRPK2 SRSF6 SSB SSBP2 SST ST18 ST3GAL6 STARD13 STARD3NL STATH STC1 STEAP2 STIM2 STK38L STON1 STON2 STRBP STRIP2 STRN STXBP5 STXBP5L SUCLG2 SUZ12 SWAP70 SYT14 SYT4 TACR1 TANC2 TAOK1 TAOK3 TBC1D3 TBC1D3B TBC1D3C TBC1D3D TBC1D3F TBC1D3H TBC1D3I TBC1D3K TBC1D3L TBC1D4 TBCK TBL1XR1 TBX15 TCAF2 TCAIM TCEAL1 TCF4 TEAD1 TENT5C TENT5D THAP2 THAP9 THRB THSD7A TIPARP TLCD4 TLCD5 TLL2 TM9SF3 TMED4 TMED5 TMEM106B TMEM131L TMEM167B TMEM178B TMEM200A TMEM237 TMEM260 TMEM33 TMEM41B TMEM74 TMEM97 TMPRSS11D TMTC1 TMTC4 TMX1 TNFSF13B TNIP3 TOE1 TOX3 TPH2 TRA2B TRABD2A TRAF5 TRIM23 TRIM9 TRNP1 TRPC3 TRPM8 TRUB1 TSHZ1 TSHZ2 TTBK2 TTC21B TTC30B TTC33 TXNRD1 UBE2D1 UBE2D4 UBE2G2 UBE2W UBE4A UBL3 UFL1 UGGT1 ULBP1 USP10 USP15 USP29 USP34 UTS2 UTY VAPA VAPB VCAN VPS13B VPS29 VSIG10 VTA1 WASHC3 WDR17 WDR7 WNT3 WWTR1 XIRP2 XPR1 XRCC4 XYLB YAF2 YIPF6 YTHDC1 YTHDF3 ZBTB10 ZBTB18 ZBTB20 ZBTB21 ZBTB33 ZBTB7A ZC3H11A ZC3H6 ZCCHC10 ZCCHC2 ZDHHC21 ZEB2 ZFAND3 ZFHX3 ZFP1 ZFP36L1 ZFP36L2 ZFP42 ZFP69 ZFX ZHX1 ZIC3 ZMYM4 ZNF197 ZNF208 ZNF23 ZNF236 ZNF254 ZNF32 ZNF322 ZNF345 ZNF426 ZNF430 ZNF449 ZNF470 ZNF480 ZNF506 ZNF559 ZNF652 ZNF655 ZNF681 ZNF682 ZNF697 ZNF704 ZNF718 ZNF786 ZNF793 ZNF845 ZNF92 ZNF99 ZNHIT6 ZSCAN23 MIR335_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR335_5P ACTR2 AJAP1 ALPG APTX ARGLU1 ARHGAP18 ARMC10 ATE1 ATP2B4 B4GAT1 C12orf71 CALU CAMKK2 CASP7 CCNF CD209 CDC7 CDK13 CEP350 CERS5 CHFR CNOT7 COL5A2 CSRNP3 DAAM1 DGKB EIF5A2 ELAVL3 F13A1 FAM107B FAM131B FAM3B FBXO28 FLT1 FMN1 GATA2 GBP1 GJA5 GLYR1 GOPC HAND1 HOXD8 HPCAL4 JRK KAT7 KCNC1 KDM2B KDM4C KRT24 KRT81 KSR2 LDHB LMX1A M6PR MACO1 MED21 MLLT3 MTMR4 NAA25 NCKAP5 NRXN1 NXPH2 PANK1 PAPOLA PEX12 PGM3 PHF6 PLEKHA8 POU2F3 POU5F1 POU5F1B PRKAA2 PSD3 PTGES3L PTGR2 PTPN22 PTPRB RAB3B RASA1 RBFOX2 RPRM RTL9 SECISBP2L SEPHS1 SERF2 SMARCA2 SNIP1 SORCS1 SOX6 SREK1IP1 SRF SRSF4 STAG1 SYNC TCF4 TMEM41A TMEM59 TMEM74 TNFSF11 TPST1 TTK TXNDC8 UBE2G1 USP24 VAPA ZBTB20 ZHX1 ZMPSTE24 ZNF577 ZRANB1 MIR337_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR337_3P ABCD3 ANP32E APP ARID4A ARL6IP5 ASAP1 ATXN1 B3GNTL1 BCL11A C2CD2 C2CD6 C5orf22 C9orf152 CA13 CCDC88A CD28 CDC14A CEP41 CHP1 CPEB3 CSTF1 DNAJC25 EIF3J ELF1 ELMOD2 ERBIN FAM104A FAM199X FAM76B FRAS1 FRAT1 FSD1L FXR1 GOPC GPATCH2L GPATCH8 GRID2 GSTCD HOOK3 IARS2 IL13RA1 ING3 INTU ITPR2 JAK2 JAKMIP2 KBTBD8 KLHL28 KMT2A LDLRAD3 LMTK2 MAP1LC3B MSL1 NAA25 NAP1L1 NBN NFATC3 NTNG1 NTS NUS1 ODAD4 PCDH18 PELO PIK3C2B PIK3CB PLXDC1 PML POU2F1 POU4F2 PPIP5K2 PSIP1 PTEN PTPRN2 RARRES1 RASSF9 RBM18 RBM41 RIMKLB RNF222 RPS6KA3 RSAD1 SCOC SENP6 SEPHS1 SERPINE1 SLC44A1 SLC4A7 SLITRK4 SNX16 SORCS1 SRP72 STAT3 SYCP2 SYNPR TANK TCF12 TET2 TGFBR2 THAP2 TMEM192 TMEM74 TSEN2 TTC13 TYW3 UACA UBN1 USP15 USP49 VWA8 WDR26 ZBTB10 ZBTB25 ZC3H12C ZNF131 ZNF233 ZNF37A ZNF441 ZNF615 ZNF624 ZNF704 MIR338_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR338_3P AAK1 ABCC12 ACTR2 ADAMTS6 ADGRA2 AKAP12 APCDD1 ARGLU1 ARHGEF37 ARMCX3 B4GALT3 B4GALT7 C16orf87 CACNB4 CADM2 CAMK2G CAMTA1 CBFB CBL CBLN3 CC2D2B CCNT2 CEACAM6 CELSR2 CFHR5 CLASP2 CNOT6 CNP COPS4 CPEB3 CYP27B1 DAP3 DCAF12 DMRT2 DSC3 DUSP16 ETS1 F8 FAAH2 FAS FBXW7 FGF2 FGFR2 FKBP1A FOS FUS GNAQ HCN1 HDAC9 HIF1A IDNK INTS6L KCNA4 KCNC2 KCND2 KCNG4 KNOP1 LARP4 LGALSL MAFB MAP2 MS4A6E MSL2 MTCL1 MTUS1 MYH15 MYPN MYT1L NIF3L1 NIPSNAP1 NLRP2B NNT NOL4 NRP1 NTPCR ORC4 PAGE5 PCGF3 PHF20L1 PIP5KL1 PLA2G3 PPP2R5E PPP4R1 PREX2 PRRC2C PTEN PTPN12 PVALB RAB14 RAB30 RGS7 RHO RIN2 RNF144A RSL24D1 RWDD1 SALL1 SDCBP2 SEC61A2 SEMA6D SEPSECS SEPTIN8 SLC25A20 SLC2A10 SLC35F5 SLC39A14 SNX18 SRGAP3 STAG2 STK32C SURF1 SUSD6 SV2A TAF1 TAX1BP3 TBC1D15 TBL1XR1 TERF2 TGOLN2 THBS1 THSD7A TIMP2 TMCC3 TNFRSF1B TPH2 TRIM33 UBE2Q1 UBFD1 UBLCP1 VAPB VPS53 WNK4 ZBTB10 ZBTB18 ZBTB39 ZBTB43 ZFAND2B ZFHX4 ZNF215 ZNF483 ZNF493 MIR338_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR338_5P A1CF AAK1 ABCA8 ABTB2 ACBD5 ACER3 ACKR3 ACSL6 ACVR2A ADAMTS17 ADAMTS3 ADGRF5 ADM AFDN AHR AIMP1 AK7 ALG10B ALX1 AMOTL1 ANKRD12 ANKRD44 ANKS1B ANOS1 AP1B1 APCS ARAP2 ARHGAP12 ARHGAP23 ARHGAP5 ARID2 ARID4B ARID5B ARIH1 ARL15 ATAD5 ATOSA ATP11B ATP11C ATP2B1 ATP2C1 ATP5MC3 ATP6V0A4 ATP7A ATRN ATXN10 AZIN1 B3GALT6 BACH2 BAHCC1 BAZ2B BBX BCL2L11 BCL9 BICD2 BMI1 BRDT BRWD3 BTBD1 C1orf52 C2orf66 CA2 CADM2 CAMTA1 CAST CATSPERE CAV2 CCDC126 CCDC186 CCDC6 CCDC82 CCL20 CCN2 CCNL2 CD300LD-AS1 CD55 CD9 CDC7 CDK17 CDK6 CDNF CDYL2 CEACAM5 CENPF CEP104 CEP44 CEP63 CEP97 CHD1 CHIC1 CHM CHORDC1 CHSY3 CIRBP CLIP1 CMAS CMTM4 CNOT4 CNOT6L CNTN4 COBLL1 COG6 COL4A3 COMMD3-BMI1 COPS2 COX15 CPSF6 CREB1 CREB3L1 CSMD1 CSRNP3 CTTN CUL2 CUL4A CXXC4 CYP24A1 DAAM2 DAGLA DARS1 DBT DDIAS DDX46 DDX5 DDX59 DENND1B DENND4A DGKH DICER1 DLGAP1 DNAJC6 DOCK3 DPP8 DSC3 DYRK1A DYRK1B DYRK4 EBF3 EDIL3 EID1 ENAH ENPP1 ENPP2 EOMES EPHA5 ESRP1 ESRRG ETNK1 ETS1 FAM135B FAM161A FANCM FBXO33 FBXO4 FEM1C FERMT2 FEZ1 FGF2 FGFR1OP2 FGL2 FKBP14 FMNL2 FNDC3B FOXJ3 FPGT FRS2 FSD1L FST FZD7 GABRB2 GABRG1 GATA3 GCNT2 GCOM1 GDAP2 GDI2 GOLGA2 GPA33 GPATCH2L GRIA2 GRID2 GTF2A1 GTF3C3 GTPBP10 GTPBP2 GUCY1A1 GYPA H3-3B H3-5 HACE1 HCN1 HDAC4 HDAC9 HECTD2 HEMGN HESX1 HFM1 HIVEP1 HORMAD1 HOXA10 HOXA5 HOXA9 HS6ST2 HSF2 HSPA5 HSPH1 HYCC1 HYCC2 ID1 ID4 IFNW1 IKBIP IKZF4 IKZF5 IL19 IL22RA2 IL6 INO80D INTU IRF6 ITGB2 ITPR1 JAM2 JMJD1C KALRN KAT2B KCNJ3 KCNN3 KCTD15 KDM4B KIAA0408 KLF10 KLF11 KLF2 KMT2C KMT5B KRTAP4-11 KRTAP4-8 LATS1 LDB2 LEPROT LIN54 LIPT2-AS1 LPCAT2 LRATD1 LRP1 LRP2 LRRC58 LRRC7 LRRCC1 LRRTM3 LSM1 LSM6 LTBR LTV1 LYPD6 MAGI3 MAP10 MAP3K15 MAP3K2 MAP4K3 MAPK9 MARCHF6 MBD5 MBLAC2 MBNL1 MECOM MED13 MEF2C MID2 MITF MLANA MMP20 MNX1 MON2 MRPS18B MSI2 MSTN MTF1 MTRR MYBL1 MYCL MYCN MYO1E NAA15 NAA25 NAB1 NBEA NCK2 NDFIP1 NDUFS2 NEK4 NEK7 NEUROD4 NF1 NPAT NR1D1 NR3C1 NR5A2 NSL1 NSMCE4A NSUN7 NTF3 NUFIP2 NXPH1 NXPH2 OBI1 OGFRL1 OGT ORC6 OSBPL8 PAIP2 PALLD PAN3 PAQR3 PARD6B PCDH20 PCNP PDE10A PDE4B PDHX PELI1 PHC3 PHF20L1 PHLPP1 PI4K2B PICALM PIGA PIKFYVE PJA2 PKN2 POGLUT3 POLR2M POLR3G PPM1A PPP1R12A PPP2R5A PPP2R5C PPP6R3 PREPL PRR11 PRR12 PTCH1 PTGDR PTPN2 PTPN9 PTPRM PURA R3HDM2 RAB1A RAB28 RAB3C RAB6B RABGGTB RANBP17 RB1CC1 RFX7 RHEB RICTOR RING1 RLF RMI1 RND3 RNF138 RNF180 RORA RPRD1A RRM2 SCAMP1 SCML1 SCML2 SCN2A SCN9A SDE2 SEC63 SENP7 SGK1 SGMS1 SH2D1A SH3BGRL SIRT1 SIX1 SLC25A12 SLC25A53 SLC49A4 SLC4A7 SLC5A7 SLIT2 SLIT3 SMAD5 SMG8 SMURF2 SOD2 SOS2 SOX6 SP2 SP3 SPAST SPRY2 SPRY4 SPTBN1 SREK1IP1 STAG2 STK3 STRN SYCP1 SYPL1 SYVN1 TADA2B TAF1 TAF6 TAF7 TAOK1 TAOK3 TARDBP TASOR TBC1D12 TBX2 TEC TENM1 TET2 TLK1 TLR4 TMED5 TMEM158 TMPO TMX4 TNPO1 TOB1 TRA2B TRAPPC6B TRAT1 TRPC1 TSHZ1 TSHZ3 TTC33 TUT4 TVP23B TXNDC11 U2SURP UBE2K UNC13C UNC5D UQCRQ USP13 USP25 UST UTS2B VCPIP1 VMA21 WASF1 WDFY3 WDR20 WDR3 WDR33 WDR47 WDR72 WIF1 WWC3 XIAP YIPF5 YY1 ZBTB44 ZC3H12C ZFAND5 ZFX ZFY ZMYM3 ZNF236 ZNF507 ZNF521 ZNF543 ZNF585A ZNF609 ZNF711 ZNF770 ZNF793 ZNF827 ZXDC MIR339_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR339_3P ADAMTS14 CCDC77 NR3C1 PNKD TUBB USP25 MIR339_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR339_5P AKAP10 ALKBH1 BACE1 BCL2L11 BEND3 C1S C2orf83 CASD1 CASKIN2 CCDC50 CD276 CDK14 CGN CHD1 CIITA CNDP1 CNOT6 COL6A5 CSF3 DDX3X DIPK2A DIS3 FAM219B FLCN GABARAPL1 GLIPR1L2 HSPA14 INSYN2A KBTBD2 KDM3B KIF1B KLF11 KMT2A LHX6 LINC03040 LRRTM2 MAN1A2 MAPRE1 MRPL30 NCK2 NTRK2 NXPH1 PAFAH1B1 PCDH17 PLEKHG7 PLEKHH1 PPP1R14C PRCP PRTG PWWP3B RBM27 RGL1 SCARB2 SEPTIN8 SERINC1 SERINC5 SERTAD4 SHC1 SHISA7 SLC15A2 SORT1 SOS1 STOX2 TLE3 TMEM119 UBE3A UNC5C WDR81 ZFP90 ZNF480 ZNF589 ZNF689 MIR33A_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR33A_3P ABCA10 ACADL AFAP1L2 AFF1 AFF2 AGAP1 AGGF1 AGMAT AKAP5 AKAP9 ALDH1L2 ALG10B ALG6 ANGPTL3 ANKIB1 ANXA5 AP3S1 API5 AQP4 ARAP2 ARFGEF1 ARHGAP5 ARHGEF38 ASCL4 ATE1 ATP8A1 ATXN3 BCL2 BCL6 BCOR BLM BRWD3 BSN C1QTNF1 C3AR1 C5orf15 C5orf63 C7orf57 CACNA2D1 CACNB4 CADM2 CAMK1D CANX CAV2 CCDC112 CCDC71L CCDC88A CCDC89 CCND2 CCNL1 CCSER2 CD1C CD2AP CD48 CD8A CDC42SE2 CDK15 CENPC CENPK CEP170 CFL2 CFLAR CITED2 CLDN12 CLDND1 CLEC12A CLEC5A CLK4 CLOCK CMPK2 CNOT7 CNTN4 COL4A3 COL9A1 CP CPD CPEB2 CPLANE1 CPT1A CREB1 CREBRF CRISPLD1 CSNK1A1 CTTN CUBN CUL5 CXCL5 CYP24A1 CYRIA DCLK1 DCUN1D1 DENND5A DEPDC1 DHX15 DIP2C DIXDC1 DLAT DLL4 DMRTA1 DNAJC21 DNTTIP2 DPF2 DPP8 DPY19L4 EBAG9 EFCAB11 EFCAB2 EHMT1 EIF3A ELAVL1 ELF1 ELL2 ELOVL4 ENKD1 EPCAM EPHA5 EPM2AIP1 ERH ETV1 EVA1A FABP5 FAM91A1 FAT1 FBXO30 FBXO36 FCHO2 FGD4 FIGN FLG2 FMR1 FOXN2 FRG2C FRS2 GAB1 GABRA4 GIPC2 GIT2 GJA1 GJB2 GLDN GLIS1 GNA13 GOPC GPD1L GPM6B GPR85 GRB10 GRIA2 GUCD1 GUCY1A2 GULP1 HACD3 HAL HAND1 HAPLN3 HDAC9 HECTD1 HEXIM1 HEY2 HLCS HNRNPR HNRNPU HOOK1 HOOK3 HOXA4 HPF1 HRH4 HSPA13 HSPA2 HTR1E HUS1 HYCC2 HYDIN IFI16 IGF1 INTS6 IP6K2 IPMK ISL1 ITGB1BP1 JMJD1C KBTBD8 KCND2 KCNMA1 KCNQ5 KIF26B KLF12 KLF3 KMT2E KMT5B KPNA1 KRAS LARP4 LARP7 LCA5 LEMD3 LGALS8 LGSN LIMA1 LIMS1 LIN54 LINC03040 LMO7 LOX LPP LRCH2 LRRC3B LRRC42 LSM14A LUM LYN MAML3 MAMLD1 MAN2A1 MAP1LC3B MARCHF1 MCCC2 MED21 MET METTL3 MEX3C MFSD14A MIB1 MMD MPEG1 MRC1 MRGPRF MS4A1 MTF2 MYO1B N4BP2 NAA25 NAE1 NAPEPLD NBPF15 NCEH1 NDN NEBL NECAP1 NECTIN3 NEK9 NFATC3 NFKBIZ NIPA1 NIT1 NOD2 NPAS3 NR3C1 NRP2 NUFIP2 NUGGC NUS1 NXPH2 OSTF1 PABPC1 PAH PAK5 PARP15 PARP8 PASD1 PAXBP1 PCDH17 PCDHA9 PCGF6 PCLAF PCSK2 PDE10A PDIA6 PEA15 PELI1 PFKP PHACTR2 PHTF2 PHYHIPL PLA2G4A PLPBP PLPP3 PPHLN1 PPM1D PPP3CA PRDX3 PRF1 PRKCH PRRG1 PRSS50 PSIP1 PTAR1 PURA RAB38 RALGPS2 RARB RASAL2 RASSF6 RBCK1 RBM46 REEP3 RESF1 REV3L RFX3 RFX7 RIF1 RMI1 RNF170 RNF34 RNF6 ROR1 RORA RPL14 RPP30 RRP15 RTKN2 RTTN RUNDC3B S1PR1 SAMD8 SASH1 SCAI SDK1 SEC63 SEPTIN6 SETBP1 SF3B1 SFMBT1 SFRP2 SH2D1B SHE SKIC3 SLBP SLC16A7 SLC17A2 SLC18B1 SLC1A3 SLC25A16 SLC26A7 SLC2A11 SLC2A12 SLC38A1 SLC4A4 SLC5A1 SLC7A11 SMC6 SMIM13 SMIM14 SMIM21 SNX10 SPAG1 SPAG9 SPIN1 SPRING1 SRI SRSF1 ST6GALNAC3 STIM2 STRIP2 STRN SUB1 SZRD1 TBRG1 TBX18 TEFM TENM1 TEX101 TFAP2A THOC1 THSD7A TM9SF3 TMA16 TMEM101 TMEM132B TMEM184C TMEM196 TMEM220 TMEM237 TMEM50A TMF1 TMTC2 TNFAIP6 TNFRSF21 TNRC6B TOGARAM1 TOP2B TRIM2 TSHZ3 UBE2D3 UBE2J1 UBE2N UBN2 UBQLN1 UBQLN2 ULK4 UNC80 UQCC1 USP15 USP19 USP38 VAMP7 VSX1 VWA5A WAPL WASHC4 WDR26 WDR82 WIF1 YAF2 YIPF4 YTHDC1 ZFAND5 ZFP69 ZMAT4 ZMYND11 ZNF146 ZNF148 ZNF254 ZNF277 ZNF280C ZNF292 ZNF367 ZNF420 ZNF43 ZNF558 ZNF580 ZNF607 ZNF678 ZNF680 ZNF704 ZNF749 ZNF781 ZNF800 ZNF92 ZSCAN32 ZZZ3 MIR33A_5P_MIR33B_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR33A_5P_MIR33B_5P ABCA1 ABHD2 AHCYL1 ANKRD29 ANKRD44 ARID1B ARID5B ARMC8 ATL2 B3GALT2 BACH1 C12orf50 C5orf47 CACNA1C CADM2 CALN1 CAMK4 CAMTA1 CCNYL1 CD96 CDK16 CDK6 CLSPN CPEB2 CPT1A CROT DENND1B DPY19L1 DSC3 DYNC1LI2 EBF1 EN2 ERBIN EXPH5 FBXO47 GLCCI1 GRIK2 GRM8 HADHB HBS1L HIPK2 HMGA2 HOXC10 HRNR INSM1 KCNMA1 KIAA1549L KMT2E LDHA LDLRAD4 LIMCH1 LRRC19 LUC7L3 MAP3K1 MAP4K4 MAPK8 MBOAT2 MEGF10 MRPS25 MSRB3 NAA15 NAT8 NIPAL4 NPC1 NPY NUFIP2 PDGFRA PHACTR2 PHF12 PIM1 PIM3 PNMA1 POF1B RAP2A RASEF RIMBP2 RORA SAMD8 SATB2 SCN8A SEC24C SECISBP2L SEMA3A SGCB SGIP1 SIRT6 SIX4 SKI SLC12A5 SLC14A1 SLC17A6 SLC25A25 SLC26A7 SLC39A14 SMARCA5 SOWAHC SREK1 STON1 STS TENT5C TMEM86A TRIM67 TRIQK TTC28 VCAN WDFY3 YWHAH ZBTB34 ZC3H12C ZNF140 ZNF281 MIR33B_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR33B_3P AADAC AGO1 ATG14 BAZ1B BCL11B BICD2 BNIP5 C5AR2 CACNA1D CBLL1 CLOCK CSRNP3 CYB561D1 DAZAP2 DCUN1D3 DLG2 DLL1 DOCK4 DPYSL5 EPHA7 FAT2 FEZF1 GABBR2 GDAP1 GGCX IGSF10 ITPRID2 KCNJ13 KIAA1549L LRP8 MAPK6 MCF2L MTRF1L NPAS2 NR1D2 NR4A2 PAFAH1B1 PAFAH1B2 PAPOLB PFN2 PLBD1 PPP1R7 PRAMEF17 PRICKLE3 PTPN4 PTPRG RNF11 SETD3 ST6GAL2 SYT1 TBC1D17 TBC1D2 TBC1D3 TBC1D3H TENM3 TIGD2 TLN2 TOB1 TRAK1 URI1 YPEL4 ZNF213 ZNF280B ZNF513 ZNRF3 ZSWIM6 MIR340_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR340_3P ACTR10 APOBEC3F ATAD5 ATXN3 C15orf40 CTSV CYB5R3 DCAF16 EIF4E EPHA3 HUS1 INMT INPP5B JPH3 LIX1L LRRC51 MBOAT1 NOP14 QPCTL R3HDM2 RWDD2A S1PR2 SEC61A2 SHOX SINHCAF SLC16A4 SLC36A2 SLU7 SPACA9 SPCS3 TAPBP TLCD2 TMED4 TMEM170A TMEM41B TPM3 TSPYL1 TULP4 UPK3BL1 VPS33A ZBTB8OS ZC3H6 ZFP64 ZNF7 ZNF805 ZNF814 ZNF816-ZNF321P ZNF835 ZNF850 ZSCAN2 MIR340_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR340_5P ABHD13 ABHD3 ACAP2 ACTC1 ACTR3 ADAMTS1 ADAMTS19 ADAMTS5 ADGRB3 ADGRL3 ADIPOR2 ADPGK AGAP1 AHCTF1 AHR ALCAM ALDH1A3 ALG10B ALKAL1 ALS2 AMMECR1L ANGEL2 ANGPT2 ANKIB1 ANKRD12 ANKRD13D ANKRD28 ANKRD40 ANKRD62 ANKS1B ANO2 AP3M1 APLN APOL6 APPL1 ARFRP1 ARG1 ARGLU1 ARHGAP6 ARHGEF38 ARHGEF6 ARID1A ARID1B ARL4C ARL5A ARMC8 ASAP2 ASB7 ASH1L ATAD1 ATF1 ATP13A3 ATP1B1 ATP2B1 ATP6V0C ATP8B1 ATXN7 ATXN7L2 BAAT BARD1 BCL10 BCOR BDP1 BEND2 BLCAP BLOC1S6 BMP4 BMPR1A BMX BOD1L1 BPNT2 BRD1 BRIP1 BRWD3 BTAF1 BTBD1 BVES C14orf28 C1D C1QTNF3 C1orf35 C20orf203 C21orf91 C2CD5 C3orf70 C3orf80 C5orf47 C7orf57 C8orf34 CABP7 CACNA2D1 CACNB4 CADM2 CADM3 CALM1 CAMSAP2 CAPN10 CAPN7 CARMIL1 CASK CASP1 CAV1 CBLB CBR4 CC2D2A CCDC146 CCDC47 CCDC68 CCDC71L CCNG2 CCPG1 CCSER1 CD36 CDC42SE2 CDC73 CDH12 CDH9 CDKL5 CDKN2AIPNL CDON CEP120 CEP290 CEP44 CEP57L1 CEPT1 CERT1 CETN3 CFAP97 CHD6 CHIC1 CHUK CILK1 CLIC4 CLINT1 CLIP4 CLVS2 CNEP1R1 CNTLN COBLL1 COMMD3-BMI1 COPB1 CPNE8 CREB1 CREBL2 CREBRF CREM CTBS CTCFL CTTNBP2 CWC22 CWC25 CXADR CXCL14 CYFIP1 CYLD CYP26B1 DBF4 DBR1 DCAF12 DCBLD2 DCN DCUN1D1 DCX DDX5 DENND1B DEPDC1B DGKH DIXDC1 DLC1 DLG1 DLGAP1 DLL4 DMD DNAI4 DNAJC25 DNASE2B DPP10 DR1 DTNA DUSP18 DYNC1I1 DYNC1I2 DYRK2 E2F7 E2F8 EDIL3 EDNRB EIF2AK3 EIF3A EIF3J EIF5A2 ELAVL2 ELAVL4 ELOC EN2 ENAH ENTPD1 EPAS1 EPHA3 EPN2 EPPIN ERBIN ERI1 ERLIN1 ERO1B ERP44 ESYT2 ETNK1 EVC2 EVI2B EWSR1 EXO1 EXOC5 FAM13B FAM174A FAM76B FAM91A1 FBN1 FBXL3 FBXO30 FBXO8 FDX1 FEM1C FER FGD6 FGF12 FGF13 FGF2 FGF7 FGL2 FHIP2A FHIT FIGN FOXN2 FRAS1 FRMD6 FRS2 FRZB FSD1L FZD3 G2E3 G3BP2 GABPA GALNT13 GALNT18 GBP5 GDAP2 GJA3 GJB6 GK5 GLMN GLYATL3 GNA13 GNAI1 GNAL GNG12 GOLM2 GOPC GPR137C GPR15 GREB1 GRIA4 GRK2 GRM5 GSKIP GUCY1A2 GUCY1B1 GYPA H3-3B HAPLN1 HDLBP HECW2 HELQ HERC3 HERPUD2 HHEX HHIP HIRIP3 HLA-DMA HLTF HMCN1 HNF4G HNRNPH3 HOOK3 HOXB2 HOXD8 HPS4 HS2ST1 HSD11B1 HSPH1 ICE1 IDE IDS IER5L IFNG IGF1 IGF2BP3 IGFBP3 IL20RA INO80D INTS2 IPMK IPO7 IQCJ IQCK IRAK4 IRF2BP1 IRX2 ISCA1 ISG20L2 ITFG1 ITGA4 ITGA6 ITGA9 ITGAV ITGB8 ITPR2 JAM3 JPH1 JRK KAT6A KAT6B KCNA4 KCNH5 KCNJ13 KCNJ16 KCNK1 KCNS3 KIAA0586 KIF14 KIF23 KIT KLHL15 KLHL4 KRR1 KRT80 LACTB LAMC1 LATS1 LCORL LDLRAD4 LEPROT LHFPL6 LHX1 LIN54 LIN7A LIN9 LMO7 LPCAT1 LPP LRFN4 LRP12 LRP1B LRP5 LRRC18 LRRCC1 LSG1 LSM8 LUZP2 MACF1 MAGOH MAMDC2 MAN1A1 MANEA MAP2 MAP3K2 MAP4K3 MAP4K5 MAP7 MAPK14 MAT2A MATCAP2 MBNL3 MBTD1 MCMBP MCU MDM1 MED12L MED13 MED14 MED17 MED28 MEGF9 MET MFHAS1 MFSD14B MFSD9 MGAT4A MIB1 MICAL2 MINDY3 MKLN1 MLH3 MMAA MMP16 MRE11 MRPL22 MSRB3 MSTN MTFR1 MTMR10 MTPN MTR MTX3 MYBL1 MYL12A MYLIP MYO10 MYO1B MYRIP MZT1 N4BP2 NCAM2 NCAPD3 NCKAP5 NDC1 NDFIP2 NDNF NEK7 NENF NET1 NEXMIF NFAT5 NFATC3 NFE2L2 NFYB NHLH2 NOG NOTUM NPAS4 NPAT NPNT NR1D2 NR2C1 NR2C2 NR4A3 NRARP NT5C1B-RDH14 NUCKS1 NUP58 ODF2L OGFRL1 OGT OLFM3 ONECUT2 OSBPL6 OSTM1 OTUD4 PAIP1 PALLD PCDHB4 PCGF3 PCMTD1 PDCD6IP PDE4B PDE4D PDIK1L PEDS1 PELI1 PGM2 PGM2L1 PGM3 PGR PGRMC2 PHC1 PHIP PHLDA1 PHTF2 PIK3C2A PIK3CA PIK3CB PIP4P2 PKN2 PKNOX1 PLAAT3 PLAT PLAUR PLD1 PLEKHA3 PLEKHG4 PLPPR1 PLPPR5 PLXDC2 PLXND1 PMP22 PNO1 POGLUT2 POGZ POLI POLK POPDC3 POU2F1 PPM1B PPP1CB PPP3CB PPRC1 PRDM1 PRDM11 PRDM16 PRELID2 PRKAA2 PRKAR2B PRKCA PRKRA PRPF40B PRPSAP2 PSAT1 PSIP1 PTK2 PTP4A1 PTPRE PTX3 PUM1 PUM2 PWWP3B PXYLP1 QKI QSER1 RAB11A RAB27B RAB3C RAB6D RAD50 RADX RANGRF RAP1A RASSF3 RB1CC1 RBM24 RBM41 RBM7 RBMS1 REST REV3L RFC5 RFK RFX7 RGMB RGS4 RHBDD1 RHOA RIC1 RIC8B RIGI RIMBP2 RIOX2 RNF111 RNF217 RNH1 RORA RORC RP2 RPAP3 RPGR RPS6KA5 RPS6KA6 RRM2B RTN4RL1 RUNDC3B RUNX1T1 SACM1L SAMD12 SAMD13 SATB1 SCARB2 SCMH1 SCN1A SCN7A SDHAF4 SEC63 SECISBP2L SEH1L SELENOI SELENOK SELENOT SENP6 SENP7 SERBP1 SERPINB10 SERPINB13 SF3B1 SFMBT1 SFXN1 SGCE SGIP1 SGPP1 SH3GL3 SH3KBP1 SHCBP1 SHISA5 SIRPB1 SIVA1 SKIL SKP2 SLC11A2 SLC12A2 SLC12A5 SLC13A1 SLC1A2 SLC20A2 SLC25A12 SLC25A24 SLC25A32 SLC28A3 SLC2A13 SLC30A4 SLC30A6 SLC30A7 SLC30A9 SLC33A1 SLC36A4 SLC49A4 SLC4A7 SLC5A12 SLC6A14 SLC7A11 SLCO4C1 SLITRK4 SLK SMAD2 SMARCAD1 SMCHD1 SMIM15 SMIM17 SNRPB SNX3 SNX5 SNX6 SORBS2 SPAG9 SPIRE1 SPOCK2 SPTSSB SRGAP1 SS18 SSH1 SSR3 STC1 STIM2 STK17B STK26 STOX1 STT3A STXBP4 SUB1 SUCO SUMO2 SUN1 SUZ12 SV2B SVIP SWSAP1 SYDE2 SYTL4 TAB3 TACR2 TAF8 TAFA1 TANC2 TBC1D15 TBC1D23 TBC1D8B TBL1XR1 TBX5 TCEA1 TCF21 TCP11L2 TDG TDO2 TENM1 TENT4B TET2 TFDP1 THSD7B TIAM1 TLCD4 TMEM106B TMEM108 TMEM120B TMEM220 TMEM245 TMEM248 TMEM26 TMEM33 TMEM64 TMEM74 TMPRSS12 TMTC1 TMX3 TNFAIP3 TNFAIP6 TNFSF10 TNIP2 TNKS1BP1 TNKS2 TNS1 TOGARAM1 TOM1L1 TOPORS TOR1A TOX2 TP63 TPP2 TRAF3IP2 TRANK1 TRIM2 TRIP4 TRMT9B TRRAP TSHZ3 TTC8 TTPA TUBE1 TWSG1 UBE2D1 UBE2V2 UBL3 UBR3 UGDH ULK4 UNKL URB1 USP1 USP24 USP25 USP38 USP9X UTRN VASN VAV3 VCL VGLL3 VHL VMP1 VPS37A VPS50 VPS54 VSX1 VWA2 WDR12 WDR26 WDR43 WDR44 WDR64 WWC3 WWTR1 XPO4 XPOT XRN1 YAF2 YAP1 YES1 YOD1 YTHDF3 YY1 ZBTB11 ZBTB21 ZBTB34 ZBTB37 ZBTB41 ZC3H12B ZC3H6 ZCCHC14 ZDHHC17 ZDHHC21 ZFAND4 ZFC3H1 ZFPM2 ZFYVE16 ZNF10 ZNF239 ZNF292 ZNF385B ZNF417 ZNF471 ZNF503 ZNF507 ZNF513 ZNF543 ZNF587 ZNF599 ZNF652 ZNF713 ZNF736 ZNF829 ZNF831 ZSCAN29 ZSWIM5 ZSWIM6 ZXDA ZXDB MIR342_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR342_3P ACSL4 ADGRG2 AGPAT4 ANKRD49 ARHGEF28 ARHGEF9 ARID1B ASPH ATG10 ATXN1L ATXN7 AUTS2 BCL2L10 BTN2A1 C5orf24 CA12 CACNA1C CASP2 CDKL5 CLCN6 CNR1 COL1A2 CTNND2 CUX2 DCUN1D1 DHRSX DRAM1 DTNBP1 EEA1 EHF ELAVL2 ENSA EP300 EPC1 ETAA1 FASTKD2 FOSB FUT8 GPBP1L1 GSTA4 GXYLT1 HTR2C HYCC2 IBTK ID4 INO80D ITGAM JADE1 JPH3 KAT2A KCNA4 KCTD6 KDM6B LATS2 LIN28B MAGEB2 MAP3K7CL MED6 MEX3A MLLT6 MMS19 MRFAP1 MYLK2 N4BP2L1 NABP2 NEO1 NEURL1B NRARP NSD1 NUFIP2 OSER1 PAK2 PDE12 PDE4D PDGFRA PHF3 PLEKHB2 PLK2 PRPF40B PTGER4 RAD54L2 RAET1E RFX3 RGS4 RICTOR RRM2 S100A7A SH3TC2 SLC43A2 SLC6A19 SLC6A8 SLCO1A2 SLITRK4 SORL1 SOX21 SOX6 SV2B TANC2 TASOR TGIF1 TIA1 TMEM35A TMTC2 TTBK2 TXK UBE2D2 UBN1 UCHL5 UPF1 WBP1L ZBTB4 ZBTB40 ZEB1 ZFP28 ZNF117 ZNF189 ZNF20 ZNF225 ZNF322 ZNF329 ZNF568 ZNF652 ZNF740 MIR342_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR342_5P ACLY ACSL4 ADAM8 ARHGEF18 ARRB1 BCL7B CASP9 CCAR2 CCER2 CKB CLDN7 CPLX2 EFHD2 EFNA2 FAF2 FCER2 FOXI1 FRZB GALK2 GCM1 GPRC5A HNRNPA1 IGF2 ITGB4 ITPKB KCNC4 LIMD2 LINC03040 MPL MRTFB MYOZ3 PANO1 PFN1 POFUT1 PPARGC1A PPP1R1C PTPRN2 RHOH SAP30L SETD9 SFTPA2 SHISA9 SIGLEC14 SLC2A14 SLC48A1 SMR3B SOX12 SPRED3 SUMO1 SYNGAP1 TBC1D16 TDRD10 TMEM150A TNFRSF6B UBE3B VAC14 VPS52 VSX2 WBP1L ZBTB7A ZFP3 ZNF774 MIR345_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR345_3P ABCC4 ABCC5 ABHD6 ABL2 ADAL ADAM9 ADCY9 AGO4 AKAP1 ANAPC16 ANKS1A AQP2 ARFGEF3 ARHGAP5 ARID3A ARNT2 ASXL3 ATL2 ATP2B3 ATRX ATXN7 BAK1 BEND6 BET1 BRWD1 CABYR CALCOCO2 CARNS1 CBFB CBLL1 CCDC126 CCDC169 CCDC47 CCNC CDH5 CDK19 CDS2 CECR2 CELSR2 CER1 CMTR2 COL4A1 COPS4 CORO2B CREB5 CREM CRK CTDSP2 DAZAP2 DLGAP1 DMC1 DOCK3 DTWD2 DUS1L DUSP6 E2F7 EDN1 EFCAB14 EHD2 ELAVL4 ELOVL4 ENO4 ENPEP ESRRG FAM234B FAT4 FER FGD5 FGF13 FGFR2 FLG FMR1 FOXN3 FRAT1 GBP2 GCNT1 GPATCH2L GPC1 GRB10 GRHL1 GUCY1A2 GXYLT1 HADHB IER3IP1 IPMK IRF4 ITCH KCNA1 KCNK2 KIF1B KLF13 LACC1 LMLN LPAR4 MAGEB2 MAP3K1 MAP3K3 MARK1 MED14 MFSD14B MIER1 MKNK1 MKNK2 MRPL19 NCK2 NEDD9 NHLH2 NIPAL4 NR6A1 NRBF2 NRP2 OTX2 PCDH7 PCNX1 PDE4DIP PEAK1 PGP PHACTR3 PHF20 PI4K2B PIK3C2B PLAGL1 PLCB1 PLEKHA8 PLEKHG7 PLEKHH1 POLE POU2F1 PPM1H PPP2CA PPP4R3A PRDM2 PRKCI PRKRA PROX1 PTGFRN PUM1 QKI QPRT RALGPS2 RAPGEF5 RASAL2 RASGEF1A RASSF3 RBAK RBM20 REEP3 REL RFX5 RIT1 RMND5A RPP14 RRP15 RYR2 SCARA5 SCN5A SCRT2 SEC14L2 SEL1L SEMA4B SEMA4C SH3TC2 SLC10A6 SLC24A2 SLC35A4 SLCO3A1 SMG9 SNRNP40 SNX18 SPATA31C1 SPATA31C2 SPSB4 SS18 ST18 STARD13 STX6 STXBP5L SUN1 SYDE2 TENT5A TET2 TMCC2 TMEM132E TMEM135 TMEM9B TNFRSF1B TRIB2 TRIM66 TRIM71 TSPAN14 TTC30B UBE2G1 UBR2 UBR7 USP38 VMA21 VPS37B VPS4B XKR7 ZBTB2 ZBTB37 ZBTB43 ZCWPW2 ZDHHC7 ZDHHC9 ZFP62 ZKSCAN5 ZNF148 ZNF236 ZNF396 ZNF518A ZNF586 ZNF697 ZNF704 ZSWIM6 MIR345_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR345_5P ACTR1B BRWD1 CD5 CRTAM CTTNBP2NL EPN3 EYA3 FAM118A FSBP GPR3 GYPE HABP4 HDAC8 HS3ST5 ID4 KIAA1549 KMT2C KMT5B LDLRAD3 MAP3K14 MFSD14A MMP16 MRPL30 OLFM3 RAB27B RAD54B RFC1 RPA1 RPS3A SAPCD1 SEMA4B SLC16A7 SLF2 SORBS1 SORT1 TFDP2 THPO TJP2 TMEM139 TOB1 UBE2D3 USP15 YEATS2 ZNF133 ZNF14 ZNF879 MIR346 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR346 ACVR2B ADAMTS17 ALDH1L2 AP3S2 AP5M1 ARPIN-AP3S2 ASPHD2 ATP1A2 AUTS2 BCL6 BORCS5 BORCS8 CALHM5 CBLL1 CCDC141 CLDN11 COL2A1 DLG2 EIF3J ERI3 FAN1 FBXL2 GID8 GRM7 ICA1L ING3 IP6K3 KCMF1 KCNH6 KLF4 KSR2 LDAH LHX6 LINC03042 LPIN1 LRRC4C MRPS9 NAALAD2 NCOA7 NFIB NHERF1 NIN NXPH1 PAK1IP1 PGK1 PHC1 POU2F1 PROK1 PYDC1 RBM39 RCN1 RDX RFLNB RIMS2 ROR1 SELENOK SHANK2 SLAMF1 SLC36A2 SLC38A4 SMYD3 SPDYE2 SPDYE2B SPDYE3 SPRYD7 ST3GAL1 TULP4 WNT9B YTHDF1 ZC3H12C ZDHHC13 ZFC3H1 ZNF609 MIR34A_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR34A_3P ABHD10 ADGRF4 ADSS2 ANTXR2 APOBEC4 ARHGEF35 CAB39 CADM1 CERS6 DDX27 DEPDC5 DEUP1 DYRK1A ECHS1 EHMT1 EIF3C EIF3CL G3BP2 GALNT1 GORAB GPN1 HDAC2 HSDL1 KDM5B KIDINS220 LRP2 MAP3K4 MIEF1 MRC1 MSR1 NMT2 NSD1 NTRK2 PALLD PARP16 PAXBP1 PCDH19 PDCD6IP PHF6 PRSS12 PTAR1 RAB3IP RFFL RMI1 RNF135 RNF44 RNPEP RUNX1 SCRN3 SCYL2 SELENOI SH3GLB1 SHCBP1 SLC22A5 SNX4 SPX SUMO1 TACC2 TCAIM TET1 TMEM176B TMEM74 TNF UQCC1 USP37 WDR72 XRN2 YAP1 ZC3H15 ZHX1 ZNF407 ZNF480 MIR34A_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR34A_5P ABCD1 ABR ABTB3 ACBD3 ACSL1 ACSL4 ADAM22 ADD2 ADIPOR2 ADO AGO4 AHCYL2 AKIP1 ALDOA ALG13 AMER1 ANK2 ANK3 ANKRD52 ANKS1A ANP32A ARHGAP1 ARHGAP26 ARHGEF33 ARID4B ASB1 ASB4 ASIC2 ATG4B ATG5 ATMIN AXL BCL2L13 BMP3 BNC2 BRINP1 BRPF3 C14orf28 CA10 CA7 CACNA1C CACNA1E CACNB3 CAMK4 CAMTA1 CAPN6 CBFA2T3 CBX3 CCNE2 CDC25A CDH13 CDH4 CDH9 CDK6 CELF3 CERS6 CHM CLCN3 CLOCK CNOT6 CNTN2 COL26A1 CPLX2 CREB3L2 CTNND2 CUEDC1 CYREN DAAM1 DAGLA DCAF7 DGKZ DIXDC1 DLL1 DMWD DNAJC16 DNM1L DPP3 DPYSL4 E2F3 E2F5 ELL2 ELMOD1 EML5 EPHA4 EPN2 EPS15L1 ERC1 ERGIC1 ESYT3 FAM107A FAM117B FAM167A FAM76A FAM83A FBXO30 FGD6 FGF23 FKBP1B FLOT2 FOXJ2 FOXN2 FOXP1 FRA10AC1 FRMD5 FUT8 FUT9 GABRA3 GALNT7 GAS1 GINS3 GLCE GMFB GMNC GOLPH3L GP5 GPR158 GPR22 GREM2 HCN3 HNF4A HSPA1B HTR2C IGF2BP3 IL6R INA ISY1 JADE2 JAG1 JAKMIP1 KCNK3 KDM5D KIAA1217 KITLG KLF4 LDHA LEF1 LGR4 LHX2 LILRA1 LIMD2 LIN28B LMAN1 LMAN2L LYST MAP2K1 MAP7D3 MBLAC1 MCIDAS MDM4 MET METAP1 MEX3C MGAT4A MGAT5B MLLT1 MLLT3 MMAB MPP2 MTMR10 MYCN MYH9 MYT1 NAV1 NAV3 NCDN NCEH1 NECTIN1 NOS1AP NOTCH1 NOTCH2 NPNT NRIP3 NRN1 NSD1 NUMBL OAZ2 OLIG3 OSGIN2 PACS1 PAX5 PDE7B PDGFRA PDXK PEA15 PEG10 PGM1 PITPNC1 PKP4 PLAG1 PLEKHH2 PLOD1 PNOC POGZ PPARGC1B PPFIA1 PPM1A PPP1R10 PPP1R11 PPP1R16B PPP2R3A PRKD1 PTGIS PURB RAB21 RAD9B RALGPS1 RAP1GDS1 RCAN1 RDH11 RELN RFX3 RGS17 RPGRIP1L RPS6KA4 RPS6KL1 RRAGC RRAS RTL6 RTL8A RTN4RL1 S1PR3 SAR1A SATB2 SCN2B SDK2 SEMA4B SEPTIN3 SERPINF2 SFT2D1 SGPP1 SGTA SHISA7 SHKBP1 SHOC2 SIDT1 SIDT2 SLC25A27 SLC27A4 SLC37A3 SLC44A2 SLC4A7 SMIM15 SNAI1 SNTB2 SNX12 SNX15 SNX9 SOGA1 SRPRA SSX5 STAB2 STK38L STRN3 STX17 SUCO SURF4 SYNJ1 SYT1 TAF4B TAF5 TANC2 TASOR TBCK TBL1XR1 TENT5A TGIF2 THSD4 TMEM109 TMEM164 TMEM184B TMEM200B TMEM255A TMEM74 TMEM79 TNRC18 TOB2 TPCN2 TPD52 TPPP TRANK1 TRIM67 TSN UBP1 UCN2 UHRF2 UNC13C USP31 VAMP2 VCL WASF1 WIPI2 XBP1 XPO5 XYLT1 YTHDC1 ZBTB20 ZBTB9 ZCCHC17 ZDHHC16 ZDHHC17 ZFHX4 ZMYM4 ZMYND11 ZNF16 ZNF281 ZNF304 ZNF551 ZNF644 ZYG11B MIR34B_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR34B_3P ABI2 AGO3 AKTIP ATP8A2 BNIP3L BRINP2 BROX BTBD7 CAB39L CAMK4 CAPZA1 CASK CCK CD302 CELF2 CLINT1 CLOCK CPEB3 CTAGE1 DCUN1D4 DHX15 DTNA DYNLT5 EEIG2 ESPL1 F2RL2 FDX1 FNDC3A FURIN G2E3 GABRB2 GBP4 GCNT1 GPATCH8 GPR137C GUCY1A2 HHEX HSF5 INSIG1 ITM2B KIF2A L3HYPDH LIN54 LRRC31 LY75-CD302 MAP2 MARCHF4 MBD5 MCM9 MEST MIA2 MRAS MRPL19 MTF2 MYCT1 MYSM1 NAF1 NCAPG2 NCKAP1 NCOA4 NEPRO NPTN NUP42 NUP50 OSTC PCDH17 PDGFA PDK1 PGRMC1 PIGN PPP6R3 PRKAR2B PSME4 PTPRE RCN2 RPE RPRD1A RTKN2 RYBP SERPINF2 SETD3 SF3B1 SLC39A9 SLC9A6 SLITRK3 SNAP23 STX3 TAF5 TBRG1 TENM1 TENT4B TIA1 TLNRD1 TM9SF3 TMOD1 TNPO1 TRAF3 TTC9 UBE2N WBP2NL YTHDC2 YWHAG YY1 ZBTB44 ZFP82 ZNF268 ZNF367 ZNF449 ZNF71 ZNF84 ZNF879 MIR34B_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR34B_5P ACTL6A ADD2 AHCYL2 AMER1 ANKS1B APH1A APOB APPL1 ARID1B ARID2 ASCL1 ASPHD2 ATAD2B ATP11C ATP1B3 ATP6V0A2 BACE1 BRPF1 CADM2 CALN1 CAMSAP2 CBLB CD40LG CDK19 CELF2 CELSR3 CEP55 CLDN8 CNTN3 CNTNAP1 CREB1 CTNND2 CYRIB DAAM1 DEFB134 DENND1B DGKI DLG1 DLL1 DNM1L ELAVL1 ELMOD1 ERLIN1 ETS1 FAM219A FBXO40 FBXO45 FBXW10B FKBP1B FUT9 GAS1 GRHL1 GSK3B GTF3C2 HDGFL2 HMBOX1 HMGN4 HOXB8 HOXC8 HTR2C IFIT1B IL1RAP JAKMIP1 KCNA1 KCTD16 KRTAP3-1 LCP1 LYST MAN2A2 MAP3K9 MAPK1IP1L MAPK4 MARVELD2 MET MIDEAS MLLT3 MTCL1 MTDH MTF1 MYC MYCBP2 MYF5 NCOR1 NDRG1 NEUROD1 NEXMIF NFAT5 NHSL1 PAPSS2 PARD3 PFKFB1 PHACTR1 PHF6 PIEZO2 PIK3C2A PLEKHA1 PRKAA2 PTP4A2 PTPN4 PTPRG PUM1 PYGB QDPR RAB3C RALA RAP1GAP2 RDX RFX3 RHOH SLC25A13 SLC25A36 SMPD1 SNIP1 SOGA1 SOX6 STK38L STK39 STMN2 TASOR TENM1 TENT4A TFDP2 THAP12 THRB TMCC3 TMEM19 TOX TSPYL4 USP15 VAMP3 WIPF3 XKR6 YWHAZ ZBTB34 ZC3H12B ZC4H2 ZNF597 ZZZ3 MIR34C_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR34C_3P AEBP2 APC BICC1 C3orf52 CAPN1 CAPRIN1 CAPZA1 CFL2 CWC15 DCBLD2 DHX9 DMRTA1 DNAAF6 DNAJC16 EIF4E EIF4E3 FCHO2 FLT3 GGPS1 GPATCH8 HAUS2 HYCC1 KATNAL1 KCNMB3 KIF3A LYST MAGI3 MAP3K2 MARK1 MBD5 MRPL42 MTMR6 NCKAP1 NHEJ1 NIPAL2 OTUD3 P2RY4 PDX1 PLEKHA1 PPP3CB PPP6R3 PRKAR2B PRSS23 RANBP9 RNF128 RTL9 SCAI SETD3 SIKE1 SLC2A13 SLC9A6 SMAD2 SMIM10 SP100 SPATA22 SVIP SYPL1 TAF1B TCAIM TIPARP TMOD1 TNPO1 UGT2A3 WDR76 ZDHHC21 MIR34C_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR34C_5P ABR ACBD3 ACSL1 ACSL4 ADAM22 ADD2 ADIPOR2 ADO AGO4 AHCYL2 AKIP1 AMER1 ANK2 ANK3 ANKRD52 ANKS1A ARHGAP1 ARHGAP26 ARID4B ASB1 ASB4 ASIC2 ATMIN AXL BCL2L13 BMP3 BNC2 BRINP1 BRPF3 C14orf28 CA7 CACNA1C CACNA1E CACNB3 CAMTA1 CBFA2T3 CBX3 CCNE2 CDH13 CDK6 CELF3 CERS6 CLCN3 CLOCK CNOT6 CPLX2 CREB3L2 CTNND2 CUEDC1 CYREN DAAM1 DAGLA DCAF7 DGKZ DIXDC1 DLL1 DNAJC16 DNM1L DPP3 DPYSL4 E2F3 E2F5 ELMOD1 EML5 EPS15L1 ERGIC1 FAM117B FAM167A FAM76A FAM83A FBXO30 FGD6 FGF23 FKBP1B FLOT2 FOXJ2 FOXN2 FOXP1 FRA10AC1 FRMD5 FUT8 FUT9 GABRA3 GALNT7 GLCE GMFB GMNC GOLPH3L GP5 GPR158 GPR22 GREM2 HCN3 HNF4A HSPA1B HTR2C IGF2BP3 IL6R INA JADE2 JAG1 JAKMIP1 KCNK3 KDM5D KIAA1217 KITLG KLF4 LDHA LEF1 LGR4 LHX2 LILRA1 LMAN1 LMAN2L LYST MAP2K1 MAP7D3 MBLAC1 MCIDAS MDM4 MET METAP1 MEX3C MGAT4A MGAT5B MLLT1 MLLT3 MPP2 MTMR10 MYCN MYH9 MYT1 NAV1 NAV3 NCEH1 NECTIN1 NOS1AP NOTCH1 NOTCH2 NPNT NRIP3 NRN1 NUMBL OAZ2 OLIG3 OSGIN2 PACS1 PDE7B PDGFRA PDXK PEA15 PGM1 PITPNC1 PKP4 PLAG1 PLEKHH2 PLOD1 PNOC POGZ PPARGC1B PPFIA1 PPP1R10 PPP1R11 PPP1R16B PPP2R3A PTGIS PURB RAD9B RALGPS1 RAP1GDS1 RCAN1 RDH11 RELN RFX3 RGS17 RPGRIP1L RPS6KA4 RPS6KL1 RRAGC RRAS RTL6 RTN4RL1 S1PR3 SAR1A SATB2 SCN2B SDK2 SEMA4B SEPTIN3 SERPINF2 SFT2D1 SGPP1 SHISA7 SHKBP1 SHOC2 SIDT2 SLC25A27 SLC27A4 SLC37A3 SLC44A2 SLC4A7 SMIM15 SNAI1 SNTB2 SNX15 SNX9 SOGA1 SRPRA STAB2 STK38L STRN3 STX17 SUCO SYNJ1 SYT1 TAF4B TAF5 TANC2 TASOR TBL1XR1 TENT5A TGIF2 TMEM109 TMEM164 TMEM184B TMEM200B TMEM255A TMEM74 TNRC18 TOB2 TPCN2 TPD52 TPPP TRANK1 TRIM67 TSN UBP1 UCN2 UHRF2 UNC13C VAMP2 VCL WASF1 XBP1 XPO5 XYLT1 ZBTB20 ZBTB9 ZDHHC16 ZDHHC17 ZFHX4 ZMYM4 ZMYND11 ZNF281 ZNF304 ZNF551 ZNF644 ZYG11B MIR3529_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3529_3P AAK1 AASS ABCB7 ACYP2 ADD3 ADGRB3 ADGRL3 ADIPOQ ADSS2 AEN AFF2 AFF4 AK2 AK9 AKAP11 ALDH6A1 ALG10B ALOX15 AMOTL1 ANKRD10 ANKRD22 AP1G1 AP3M1 APPBP2 APPL1 ARFGEF2 ARHGAP12 ARHGAP21 ARHGAP29 ARHGAP5 ARHGEF2 ARHGEF7 ARID4B ARIH1 ARL5A ARPIN ARRDC3 ATG14 ATL2 ATP6V1A ATP7A ATXN1 BBX BCKDHB BCL10 BCL2L15 BET1 BNC2 BRINP1 BRWD3 BTRC C16orf46 C18orf25 C18orf63 C2orf76 C2orf88 CAAP1 CACNA2D1 CAMKK2 CARNMT1 CASD1 CASK CASP3 CBL CCDC150 CCDC85A CCL20 CCND2 CCNT2 CD9 CDC42 CDC42SE2 CDC6 CDK17 CDK6 CDYL2 CELF1 CELF2 CELF4 CENPH CEP120 CEP41 CFI CFL2 CHCHD3 CHN2 CHORDC1 CHRM2 CHSY3 CIRBP CLASP2 CLCF1 CMIP CMTR2 CNOT6 CNTN4 COL15A1 COL16A1 COL24A1 COL4A4 COMMD2 COMMD3-BMI1 CPEB3 CREBZF CRIM1 CRIPT CSMD3 CSRNP3 CTDSP2 CTNNB1 CUL3 CUX2 CWC27 CXADR CXXC5 DACH1 DCP1A DCX DDX3X DENND1B DESI2 DFFB DGKB DHX36 DHX8 DMRTC2 DNAJB6 DNAJB9 DPPA4 DPYSL2 DRAM2 E2F3 EDEM3 EGLN3 EGR4 EHBP1 EI24 EIF1B EIF5A2 ELF2 ELL ELOVL2 ELOVL7 EOGT EPAS1 EPB41L2 EPB41L5 EPM2A EPPIN-WFDC6 EPPK1 ERAP1 ERI1 ERLEC1 ERMP1 ESCO2 ETNK1 ETV5 EXOC6 EYA3 FABP2 FAM3B FAM9A FAXC FBXO6 FBXW11 FCHSD2 FDXACB1 FGF13 FHIP2A FKBP6 FLT1 FOXA2 FOXF2 FOXK1 FOXP1 FPGT FSD1L FUT9 FXN GABRA4 GATA3 GATAD2A GDA GHR GLCE GLTP GMEB1 GNA13 GNAI3 GNAL GNAQ GNB4 GNG4 GNPTAB GOLGA6L1 GPAT3 GPATCH11 GPATCH2L GPBP1 GPD2 GPRASP2 GRIA3 GRM3 GTF2I HAVCR2 HBEGF HCFC1 HEG1 HERC5 HIGD1A HIVEP1 HMGN2 HNRNPA0 HNRNPA2B1 HNRNPLL HOOK3 HOXD10 HP1BP3 HTR1B IER5 IGFL4 IKZF2 ING3 IRF4 ISCU ITGAV JOSD1 KANSL1L KAT6A KCND2 KCNMA1 KCTD12 KDM7A KHDC4 KHDRBS1 KIF3A KLF10 KLF12 KLHDC2 KMT5B KREMEN1 KRT37 KSR2 LAMP2 LCOR LGR4 LIN7C LMO4 LMO7 LNPEP LONRF2 LRP12 LRP1B LRRC25 LRRC51 LRRN1 LYSMD3 LZTFL1 MAGEB4 MAK MAN2A1 MAP3K4 MAP4K3 MAPKAPK2 MAST4 MBNL2 MBNL3 MBTD1 MCTS1 MED21 MEF2A MEF2D MID2 MIER3 MINAR1 MLLT3 MMS22L MORC1 MPPED2 MRO MRPL2 MSL2 MTMR9 MTTP MYEF2 MYSM1 N4BP2 N4BP2L2 NAMPT NAV1 NAV2 NBPF1 NBPF11 NBPF12 NBPF14 NBPF15 NBPF20 NBPF3 NBPF8 NBPF9 NCAM2 NCKAP5L NCOA6 NDUFC2 NEDD9 NFIA NFIX NKX2-1 NR4A2 NRG4 NTRK2 NUDT4 NUFIP2 NUP153 NXPE3 OGFRL1 OPA1 OR11A1 OR7A5 P4HA1 PAN2 PARM1 PARP11 PBLD PBRM1 PBX2 PCDH10 PCDH11X PCDH19 PCDH20 PCDH9 PCP4 PDE1C PDHA1 PDIK1L PHACTR2 PHC3 PHTF2 PIK3CB PITPNC1 PKN2 PLAC8 PLCXD3 PLGLB1 PLGLB2 PMP2 PNMA2 POLR2K POU2F1 PPM1A PPP4R4 PPP6R2 PRDM2 PREX2 PRICKLE3 PRKAA1 PRKACB PRKAR2A PRKD3 PRR14L PRRX1 PRTG PSD3 PTBP3 PUM1 PUS10 RAB22A RAB27B RAB30 RABL6 RALGDS RANBP9 RAPGEF6 RASA1 RBBP4 RBM25 RBM44 RBM46 RBMS3 RBMXL1 RCOR1 RDX RELCH REPS2 RETREG2 RFX7 RHBDL3 RNF180 RNF44 RNF8 RNFT2 ROBO1 ROBO2 RPRD1A RREB1 RTL5 RUNX2 SACS SAMD8 SARAF SATB1 SBNO1 SCAI SCN1A SEMA4C SEMA6A SEPTIN7 SERPINE2 SETD5 SGTB SH2B1 SH2D1B SHISA2 SIAH1 SKIDA1 SLC10A7 SLC11A2 SLC12A6 SLC19A2 SLC22A5 SLC24A2 SLC25A32 SLC25A36 SLC30A5 SLC35G1 SLC39A6 SLC39A8 SLC44A5 SLC4A4 SLC4A5 SLC5A3 SLC6A11 SLC7A1 SLC7A6 SMAD5 SMARCAD1 SMIM12 SNAP91 SNX30 SORBS1 SORBS2 SOS1 SOX6 SOX9 SP100 SP3 SPATA6L SPECC1 SPHKAP SPOCK1 SPPL3 SRRM1 SRSF1 SSB ST6GAL2 ST7 ST7L ST8SIA4 STK39 STRBP SUCNR1 SUCO SYDE2 SYPL1 SYT1 SYT4 TASOR TBC1D1 TBL1XR1 TCAIM TCEA1 TESMIN TET2 TFAP4 TLCD5 TLE4 TMEM179B TMEM192 TMEM38B TMEM68 TMPRSS13 TMX4 TOR1AIP2 TOR3A TOX3 TP53RK TPM3 TRA2A TRAF6 TRIM6 TRIM7 TRIP12 TRMT11 TRPC5OS TRUB1 TSEN2 TTC26 TTC6 TULP4 TXLNA U2AF2 U2SURP UBE2E2 UBE2W UBN2 UFM1 UFSP2 UGT8 UHMK1 UNC5C USP3 USP37 VDAC1 VGLL4 VPS13A VPS50 WASF3 WDR45B WTAP XIAP XPO6 XRN1 YAP1 YTHDF3 ZBTB34 ZBTB6 ZC3H11A ZDHHC13 ZDHHC17 ZFHX3 ZFR ZFTA ZHX2 ZMYM3 ZNF236 ZNF292 ZNF384 ZNF454 ZNF484 ZNF609 ZNF649 ZNF670 ZNF678 ZNF780A ZNF783 ZNF804A ZNRF3 MIR3529_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3529_5P CREBBP CXCL11 DNAJC30 EIF4G2 ELMOD2 ESRP1 FZD4 GALNT15 GDF6 LINGO2 LZTS3 MCTP2 MDM2 MTMR2 MTO1 NHLRC2 NHLRC3 NR6A1 NRARP OGN PEX11B PITPNM3 PPP4R1 RAB30 RAD18 SDE2 SEMA3A SGPP1 SMAP1 TLCD2 TXLNG UBE2E3 ZBTB26 ZCCHC2 MIR3605_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3605_5P ABCA9 ABLIM2 ADORA3 APOLD1 ARL6IP6 ATN1 BCAM C4BPA CASK CASTOR3P CBFA2T3 CCDC96 CD93 CDKN2AIP CFAP92 CHRM1 CLRN1 COX15 CX3CL1 CYGB DARS2 DCAF10 DDT EOMES FAM169BP FAS FCGR3A FCGR3B FOXO1 GATAD1 GRIN3A GTF2H1 GUCY1A1 HMGN3 IBSP IFT88 IRX2-DT IRX4 KCNK5 KCNQ3 KIAA0408 KIAA0753 KLHDC10 KLK5 KRTAP9-2 KRTAP9-3 KRTAP9-8 LRTOMT LYRM1 LZTS1 MBD2 MEX3C MSTO1 NALF2 NLRX1 NOLC1 NOVA1 NRG3 NRROS NSD1 PLCG1 POU2F2 PPM1A PRKACG RAB3C RAB6B RINT1 RNF157 RUNX1 RUNX1T1 SEMA3A SLC43A2 SLC6A1 SLC6A17 SMG7 SPATA31D3 SPATA31D4 STX5 STXBP1 TMEM254 TMOD2 TSHZ2 TSR1 TXLNG UBP1 UTY ZNF285 ZNF322 ZNF426 ZNF737 MIR3606_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3606_3P ABHD13 ABI1 ABRAXAS1 ABRAXAS2 ADAM10 ADAMTS5 ADGRG6 AFF4 AGFG1 AK2 ALCAM ALDH6A1 ANGEL2 ANGPTL3 ANKRD17 ANTXR2 APPL1 ARFGEF3 ARG1 ARHGAP29 ARL6IP6 ARMH4 ASAP2 ASB7 ASXL2 AZIN1 B4GALNT4 BAMBI BCL11B BCL2L13 BICC1 BMX BOLL C14orf28 C18orf54 C5orf24 C7 CACNB4 CADM2 CALB1 CARF CCDC141 CCDC186 CCDC39 CCNE2 CDC73 CDH19 CDK17 CDK19 CHCHD7 CHD7 CHIC1 CHST9 CNN3 CNOT6 CNOT6L CNST CNTN5 COL6A3 CPEB3 CREB1 CREBZF CREG2 CSGALNACT1 CSNK1A1 CSRNP3 CTDSPL2 CUL3 CXADR CYBRD1 DAZ2 DAZ4 DCAF10 DCUN1D5 DENND5B DGKI DLAT DNER DR1 DRD1 DTWD2 DUXA EDEM1 EEA1 EIF4A2 ELAVL2 ELF1 ELF2 ELK4 ELOC ENAH ENKUR EPHA5 ERO1B ETNK1 FAM114A1 FAM118B FAM133A FAM171B FAM20B FAS FBXO33 FBXO4 FEM1B FEM1C FGFR1OP2 FLYWCH1 FMR1 FSBP FSD1L FST FUT9 GAB1 GABRA4 GASK1B GNAI3 GOSR2 GPLD1 GPR180 GSPT1 GTF2H5 GYPA HACE1 HBS1L HDX HEXIM1 HIBCH HLTF HNRNPK HPCAL4 HSPA5 HTR2C ICA1L IGF2BP3 IKZF2 IL6ST ITCH ITGA4 JPH4 KALRN KCNC2 KCNS3 KCTD1 KDM6A KDM7A KIF13A KLF15 KLHDC1 KLRD1 LANCL3 LCORL LEPROT LHX8 LIN54 LIN9 LRATD1 LRP6 LRP8 LRRC3B LRRC4C LRRC7 LSAMP LUC7L2 LYPLA1 MACIR MAP3K4 MAP7 MATR3 MBNL3 MDFIC MDM4 MED13 MEIOC MGST1 MIGA1 MINDY3 MOB1B MPPED2 MRC1 MSX1 MTF2 MTM1 MXI1 NAB1 NAPEPLD NCBP1 NDUFA5 NDUFB8 NEDD4L NETO1 NEUROG2 NOP2 NOTCH2 NT5DC1 NUFIP2 NUP93 NUS1 OLFM3 PABPC4L PALS2 PAQR5 PARPBP PAWR PCDH11X PCDH8 PDE8A PDIK1L PEG10 PFKFB3 PGAP1 PHF20L1 PHIP PHLPP1 PIK3CA PKP2 PPARG PPM1E PPP1R3D PPP1R9A PPP2CB PPP2R1B PPP3CA PRKACB PRKG1 PRPF4B PTEN PTP4A1 PTPRB PTPRC RAB8B RAD54B RANBP3L RANBP9 RASSF8 RBBP5 RBM27 RBMS3 RC3H1 RCAN3 RELCH RELN RETSAT RFX3 RICTOR RNF103 RNF138 RNF146 RNF6 RPS6KA5 RSKR RUFY2 RUNDC3B RXFP1 SAMD8 SAR1A SCAI SEC23A SEMA5A SERINC5 SERPINB8 SGIP1 SGPP1 SH3GLB1 SH3KBP1 SHANK2 SLC12A2 SLC17A6 SLC1A3 SLC22A5 SLC25A46 SLC26A2 SLC2A13 SLC30A6 SLC35F5 SLC39A12 SLC4A7 SLC6A4 SLC7A11 SLC7A14 SLFN5 SLK SMARCA1 SMARCAD1 SNCA SNX15 SP3 SPG11 SPIRE1 SPOCK3 SPRED1 SPRYD7 SREK1 STOX2 STRN STXBP5 SUV39H2 SYPL1 SYT4 TARP TBC1D12 TBX18 TCEANC2 TCF12 TLCD4 TMCO3 TMEM170B TMEM33 TMEM38B TMF1 TMTC3 TNPO1 TOGARAM1 TOP2B TOPORS TOR1AIP2 TPMT TPRG1 TRDMT1 TRIM33 TRIP12 TSC22D1 TSNAX TTC28 TWF1 TXNDC11 TXNDC16 U2SURP UBE2D3 UBE2K UEVLD UFL1 UMAD1 USP31 VPS37A VPS50 WASF3 WBP4 WDR20 WHAMM XRN1 YTHDF3 YWHAZ ZBTB41 ZBTB8A ZC2HC1A ZCCHC9 ZDHHC2 ZDHHC21 ZFAND5 ZFHX4 ZFP28 ZFYVE16 ZNF148 ZNF22 ZNF287 ZNF320 ZNF326 ZNF34 ZNF367 ZNF516 ZNF678 ZNF714 ZNF736 MIR3606_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3606_5P AAK1 ABCA1 ABHD17C ADGRG2 ADRA2A AKAP12 AKT3 AMMECR1L ANKRD29 APPBP2 ARAP2 BAZ2B BBX CAMSAP1 CAMTA1 CCNT2 CDH2 CIITA CLEC10A CLIC4 CMTM3 CNOT6L CNTNAP5 COBL COL6A6 COLEC10 CRISP3 CSNK1A1L CSRP1 CXCL6 DCN DEGS1 DGKK DIP2C DNAH8 DNAJA3 DTL EBF3 ECM2 EDEM3 EPB41L4A EPHA7 EPYC ERMN ERO1A FAM149B1 FAM170B FBXW2 FGF2 FRZB FUT9 G2E3 GALNT3 GBX2 GDNF GLB1 GNPAT GPR137C GUF1 HOXC8 HSD17B13 IBTK IGFL2 INPP4A INTS6 ISL1 ITGA6 ITGA8 JMJD1C KATNBL1 KCNN2 KCTD5 KDM7A KIFBP LDLRAD4 LPIN2 LRRC58 MBNL3 MBTD1 MCCC2 MCM9 MEOX2 MGARP MIER3 MSL2 MSRB2 MUC7 MYH11 NECAB1 NECTIN3 NFKBIZ NIBAN1 NIPA2 NIPBL NPTXR NUMB OAZ2 OPN3 PCDH15 PGM1 PHACTR2 PIK3CA PIKFYVE PKD1L1-AS1 PLAU POU3F2 PRKCQ PROM1 PSMC2 RAB1A RAB3C RALGPS1 RANBP3L RAPGEF4 RBM39 RC3H1 RIMS2 RNF44 ROBO2 RTL3 RUNX1 SAMD4A SATB2 SBF2 SBSPON SCAI SH3GLB1 SLC1A2 SLC7A11 SMARCA5 SP3 ST8SIA3 STX11 STXBP4 SYPL1 TECRL TEX12 TFRC THAP2 TMEM245 TMEM41B TRAK1 TRIM23 TRPV2 UGT8 VASH2 VPS13B YTHDF1 ZC3H13 ZFAND3 ZNF311 ZNF367 MIR3609 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3609 AAK1 ACER3 ACOX3 ACTR2 ADAM10 ADAM22 ADAMTS5 ADD1 ADGRL3 AGFG1 AHI1 AKAP11 AKR7A2 AMELX AMPD3 ANKRD33B ANO5 ANO6 AP3D1 AQP4 ARHGAP26 ARMC8 ASTN2 ATG16L1 AVIL B3GALNT2 BCAT1 BCL2L11 BICC1 BMP2K BRMS1L BRWD3 BTF3L4 BTG1 BTG2 BTG3 BZW1 C12orf75 C2CD2 C3orf70 CCND1 CCSAP CD36 CD5L CDC25A CDIN1 CEP44 CEP97 CETN2 CHRM2 CITED2 CKAP2 CLEC12A CLOCK CMBL CNGB3 CNTLN COBL COIL COX7A2 CSRNP3 CXCL5 CYB561D1 DCDC2 DCTN6 DDHD1 DENND5B DNAJC15 DNAJC27 DOCK4 DOCK7 DPP10 DPP8 DSC3 DUSP2 E2F5 EGLN3 EGR3 EIF4A2 ELK3 EML1 ENPP5 ENTPD7 EP300 EPAS1 EPHA4 ERG28 ETV1 EXOSC5 EZH1 F3 FAM117B FAM120A FAM168A FAM76B FBXL3 FBXL5 FEM1C FGD5 FLRT3 FNBP4 FOXJ3 FRMD6 FRS2 FSD1L FUBP1 FUNDC2 FURIN FZD1 FZD3 FZD4 GIPC2 GKAP1 GMDS GNAI1 GOLPH3 GPC4 GPN3 GPR137B GPR6 GPR63 GRIP1 GRM5 GUCY1A2 GXYLT1 HERC1 HIBCH HIVEP3 HMGB2 HNRNPL HSPA8 IFI44L IFRD2 IKZF2 IL12A IL6ST INIP ITGA4 ITGB1 ITGB8 JPT1 KCNAB1 KCNB1 KCNE4 KCNK10 KDM3B KIF23 KLHL15 KLHL2 KMT5B KRT10 KRTAP4-7 L3MBTL1 LAMA3 LAMP3 LEPROT LITAF LMO3 LRFN5 LRP12 LRRK1 LYPLA1 MAGEB6 MAGI3 MAGOHB MAN1A2 MAP3K2 MAP3K20 MAPRE3 MARCHF6 MARK3 MASTL MATN3 MCF2L2 MED12L MED13 MED17 MFAP3L MIER1 MKRN1 MMP13 MPDZ MRPS25 MRPS36 MTF1 MTMR10 MYLIP MYT1L NAP1L5 NASP NBEAL1 NBR1 NDNF NDUFA5 NEDD4 NENF NEUROD1 NFAT5 NIBAN2 NPAT NRG3 NRIP1 NRIP3 NSD2 NT5E NTRK3 OSBPL8 OSMR OTUD4 PBLD PCDH20 PCDHA1 PDE5A PDE7B PDGFC PDK4 PDLIM5 PEX5L PHIP PHLPP2 PHTF2 PIK3C2A PKD2 PLCH1 PLEKHA3 PLPPR1 PLPPR5 POU2F1 PPM1A PPP1R15B PPP1R1A PPP2R3A PPP3CA PRICKLE2 PRKAR2B PRKCH PRKD3 PRR15 PTDSS1 PTPN4 RAB8B RAD21 RAMAC RAP2C RAPH1 RARB RASD1 RASGRF2 RASL11B RBM12B RBMX RBSN RCOR1 REST REV3L RNASE9 RNF128 RNF38 RPS6KA4 RPS6KA5 RRAGD RRAS2 RUNX1 RXFP1 RYK SACS SCAI SCAND3 SCD SCN1A SDC2 SERTM1 SETD2 SGMS2 SH3GL3 SH3PXD2A SHTN1 SLAIN2 SLC16A7 SLC24A2 SLC31A2 SLC35A5 SLC36A1 SLC39A8 SLC46A3 SLC4A7 SLCO1C1 SLCO4C1 SMARCA5 SMG1 SMIM13 SPAG9 SPOCK1 SPSB4 SSH2 ST8SIA3 STIM2 STMN1 STRIP2 STRN TBC1D8 TBC1D9 TDRD6 TES TMCC3 TMEM128 TMEM168 TMEM245 TMEM255A TMEM68 TMEM71 TMEM9B TNC TNFRSF21 TNFSF13B TNRC6B TOX TOX3 TRIM13 TRIM33 TRIM36 TRIP10 TRIP11 TRPC1 TXNIP TYRP1 UBASH3B UBE2D1 UGCG UNC5D USF3 USP46 UTP23 VANGL1 VASH2 VASP WDCP XIAP YOD1 YWHAB YWHAQ YY1 ZBTB20 ZDHHC21 ZFHX4 ZFYVE21 ZFYVE26 ZFYVE9 ZNF514 ZNF800 ZNF850 ZNFX1 MIR3611 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3611 ACVR1 ALDH1L2 AMER2 ANK2 ANKRD11 APBB2 ARG2 ARHGAP6 ARHGEF11 ARID1B ARL4C ASB14 ATG5 ATRX BACH2 BBS7 BDH1 CCDC115 CD1E CD99 CDH10 CDH13 CDH7 CHIC1 CNTLN CREBZF CSRNP3 DCLK1 DGKE DGKH DMTF1 DMXL1 DNAJC25-GNG10 DNHD1 DPP4 DUSP1 DYNC2H1 DZIP1L E2F5 ECHDC2 ECM2 EFR3A EIF3M EIF4G2 ENPP6 EPHA6 EPM2A ERO1B FAT3 FGD1 FGF14 FMO1 FN3KRP FOXN2 FYTTD1 GABBR1 GABBR2 GABRB2 GALNT13 GNG10 GNG4 GTF2I HMGA1 HNRNPA3 HNRNPU HSPA12A IDH2 IL23R IRS2 JMY KAT6A KCNQ3 KCTD16 KHSRP KLF7 KRTAP9-9 LANCL2 LARP7 LNPK LRP2BP MAGI1 MAK16 MAP3K1 MAPK1 MBNL1 MFHAS1 MIXL1 MPZL2 MYBL1 NAMPT NCOA2 NR1D2 PAPOLA PHACTR2 PLCL1 PLP1 POLA1 POLR3F POU2F2 PPAT PPEF2 PPP1R2 PPP1R8 PUM2 RAB3B RAB6A RAI2 RBL2 RBM41 REPS1 RER1 RMDN1 RNF6 RPL15 SCN2A SCN7A SEMA3C SESN3 SHMT1 SLC17A6 SLC35E4 SLC6A14 SNX1 SORBS2 SP1 SPRY1 SRD5A3 SSR1 SYNJ1 TAPT1 TBC1D12 TCF7L1 TDRP TECRL TLK2 TSHR UBE4A UBN2 UBXN2B USF3 USP9Y UST VKORC1L1 VXN WIPF2 WNK2 XRCC2 ZBTB20 ZEB2 ZNF330 ZSCAN20 ZXDB MIR3612 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3612 ADCK1 AGPAT4 ALX4 ARHGDIA ATP6V1A ATXN1 BCAS4 BCAT1 C7 CA13 CACNA2D4 CAPN5 CBX6 CEP85 CHD6 CHST2 CNTD1 CREB1 CUL2 DCUN1D1 DHX15 DIPK2B DZIP3 EBF3 EDIL3 EEIG1 EIF4G3 ELL EXOG EXOSC5 F2RL2 FA2H FAM131B FCHSD2 FHIP1A FOXP4 FUBP3 GALK1 GCLM GIN1 HTR3E HTR6 HYAL4 IFT80 ING4 INKA2 INO80D KDM2A KIF1A KLF6 KRT6A KRT6C KRT74 KRTAP4-12 LARP4B LDLRAP1 LINC02914 LMBRD1 LRP6 LRRC59 MBD6 MFHAS1 MITF MMP15 MOB3A MOB3C MTA2 MUL1 MXI1 NCOA1 NCS1 NFASC NHEJ1 NONO NR6A1 NTRK2 PALM2AKAP2 PAPOLG PDE1B PDS5A PIK3C2B PIP5K1A POU2F2 PPP1R9B PPP2R1B PRDM9 PRR3 PTPN7 PTPRJ RAB2B RGS7 RIMS4 RNF144B RNF4 SCN1B SCN8A SDC3 SHC1 SIRPB1 SLC25A35 SLC36A1 SOCS3 SPAG17 STAT3 STRADB SUMF2 SYDE1 TBCEL TGM4 THEM5 TMEM100 TRAF4 TSPAN6 TTBK1 U2SURP USP2 VCAN WASF2 MIR3613_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3613_5P AFF3 AKAP6 AMMECR1L ANKRD45 ANP32B ARFGEF1 ARIH1 ATR BBX BTN2A1 CADM2 CDADC1 CDC73 CENPM CIBAR2 CLOCK DLG2 DLG5 DNM1L ENSG00000274333 ENSG00000276077 ENSG00000277067 FLRT1 GALNT13 GATA2 GPAM GPD2 HEATR5A HEPACAM2 HYCC2 IKZF2 ITM2A KIF24 LHFPL6 LMNB2 LOC102724701 MAP3K1 MBNL2 MED6 MMRN2 NDST3 NPR3 NUDT21 NUDT9 NXPH1 OR13A1 PAPSS2 PAQR5 PATL1 PDCD2 PIGN PIGS PLA2G12A POLR3E PPARGC1A PPFIA2 PSME3IP1 PSTPIP2 QSER1 RAB10 RAB3C RERGL ROPN1 RRAS2 RRM2 SCAF8 SERTAD4 SLC26A7 SRI STARD4 THOC2 TLCD4 TMEM47 TTC17 TUT4 VPS13D XAF1 MIR3614_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3614_3P ACTB AKAP9 AKT3 ATP11B BBX BCL2L15 CCL26 CCNT2 CDH6 CEP97 CIBAR1 CLDN8 CPEB3 DCAF7 DCLK1 DDHD1 DGCR8 ECHDC1 ECT2L EID1 EXOSC7 FAM120A FAR1 FBLN5 FKBP10 FOXO4 GOLT1B GRAMD1B HS3ST4 IGSF11 KCNRG KCTD6 KHNYN KLHL34 KRR1 LIMS2 MAP2 MBNL3 MPZL2 NF2 NFIB NIPSNAP3A NUP50 OSER1 PCDH19 PIK3R1 PJA2 PTPDC1 PTPRD PTPRJ RAB7A RNF19A RNF38 SALL4 SMG7 SRRM4 SYT9 TAPT1 TNFAIP8 ULK4 WFDC6 ZBED5 ZBTB10 MIR3614_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3614_5P ADAT2 AKAP17A ALPK3 ANKRD37 ANKRD49 AP3M1 ASXL2 BACH2 BCL9 C11orf24 C2orf83 C3orf62 CNOT2 DBNDD2 DCPS ELAVL2 EML4 ETNPPL FAM171A1 FOXN3 GALC GAP43 GPR162 IDS KIF5C LINGO2 LRP6 MAB21L2 MACF1 MAD2L2 MERTK MESP2 MKI67 MSANTD4 MTHFD2 NCAM1 NCAPG NRXN3 PCP4L1 PHACTR2 PHC3 PHIP PIP4K2B PITPNA PLCH1 PLXNA4 POU2F1 RASD1 RASGRF1 RASGRF2 RDX RGS8 RICTOR SAP130 SLC13A3 SLC41A1 SNAI2 SP8 SPRTN TNRC6B TPGS2 TRAF3 UBE2B VSTM2A WDR36 WNK3 YY1 ZBBX MIR3615 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3615 ACHE ARRDC2 C14orf119 HNMT KCTD12 MAPRE2 NBPF14 NWD1 S1PR1 MIR3616_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3616_3P ARHGAP40 AURKA BNIPL BPTF C15orf61 CCAR2 CLPB COG4 CPSF7 DDOST DLX3 ERGIC1 ESCO1 FOXN3 FUT8 FZD1 GADD45A GALNT17 GARIN1A IKZF1 KCNB1 KCNJ6 KMT5A LUZP1 MAOB MCUR1 MEF2C MESD MLLT11 MXRA7 NRG3 OGA OGT ORMDL3 PEG10 PIANP PLS3 PRR3 PRRC2B PRX PTEN PTPRF RAB21 RGMB RGS7BP RGS8 S100A10 SHANK1 SHROOM2 SNPH SORT1 SPTAN1 SRRM4 SSH2 SYNPO TBX3 VAMP4 YPEL1 ZBTB26 ZC2HC1C ZKSCAN4 ZSCAN30 ZSCAN32 MIR3616_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3616_5P ADPRHL1 APBB2 ASPH BCL11A BIN3 BMPR1A BSDC1 BTBD7 C21orf91 C9orf24 CACNA2D2 CCDC186 CCNL2 CLC CLK2 CNOT7 COBLL1 CPA4 CROT CXCL9 CYP7B1 DKK3 DTWD1 DYNAP E2F3 EBF3 EGFR EPHA3 FMO3 GABRR1 GNB5 GPR171 GPRC5A GRM5 HCN1 HLA-DPA1 IRX2 ITGB8 KCNMB2 KDM5B KRT32 LYRM4 MARCHF2 MCM9 MED13 MLANA MMUT MTMR2 NHLH2 NR4A2 OST4 PAQR5 PCDHB12 PRSS35 PTS PYGO1 RAB23 RBM12B RINL RNF213 RNF32 RPA1 RPL36A SASH1 SATB2 SEPHS1 SHCBP1 SLC23A1 SLC25A23 SLC25A26 SLC2A12 SLC4A5 SNTN SOSTDC1 SPOPL SPTLC3 TAGAP THAP10 TMEM217 TRDN TRIB2 TYW3 UNC5C WDR72 WNK3 XYLB YAF2 ZNF155 ZNF483 MIR3617_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3617_3P ABHD10 ABTB3 ACBD5 ADAM22 ARHGEF35 ARMCX3 ASXL3 ATXN7L1 BCAT1 BMP2K BMPR2 BTAF1 C1GALT1C1 CAB39 CAPNS2 CCND2 CELF1 CNTNAP5 CUL3 CYP2C19 DAZ1 DAZ2 DAZ3 DAZ4 DAZL DCTN6 DCUN1D5 DLEU7 DNM3 DUSP11 EIF3C EIF3CL EPHA3 ERGIC2 GMFB GNAI1 GPR85 HASPIN HEATR1 HIPK1 HNRNPR HSF5 IQCH IRS1 KCNV1 KDM2A KLF3 KRTAP13-1 LPGAT1 LRP1B LRP2 MAPK9 MSR1 MXI1 NAA40 NEXMIF PALLD PARP8 PCDH19 PDGFRA PFN2 PIK3AP1 PIP4K2C PJA2 PKP4 PPARG PPP1R1B PPP2R2D PRKACB PRLR RAB23 RMI1 RNF135 RPF2 SLC16A9 SLC25A12 SNX4 SORBS2 SPIN4 STEAP4 TDRKH TET3 TFAP2D TMEM144 TMEM67 TNF TPX2 UCHL1 UGGT1 UHMK1 UMAD1 VWA8 WNT8A YAP1 MIR3617_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3617_5P ACYP2 ADAT2 AFF4 AFTPH AMOT ANKRD13C APLN APOOL ARHGAP32 ARID5B ATP6V1C2 ATP9A ATXN3 B3GALNT2 B3GLCT BCL2L11 BDP1 BNC1 BRAP BRINP3 BTLA C10orf88 CAMTA1 CCDC6 CDK8 CDKL5 CGGBP1 CNOT6 CNOT9 CNTN1 CNTNAP2 COL24A1 COL4A3 COLEC12 CPED1 CREBZF CSNK1G3 CSNK2A1 CYSLTR1 DAAM1 DBT DCUN1D5 DDX3X DDX5 DENND11 DENND1B DEPDC1B DNAJC27 DOCK9 DOK6 DTWD2 DUSP3 EBF1 EEIG2 EFCAB14 EFNB1 EIF4A2 EIF4G2 EIF5 ELAVL4 ELOVL6 ENPEP ERLIN2 FAM220A FAM47B FAT1 FEM1C FNIP1 FZD8 GABRB2 GBF1 GEM GNAQ GNG12 GPALPP1 GPATCH2L GPC5 GRIP1 GRK3 HOXB2 HP1BP3 HSF5 IFFO2 IL17RA INO80D IPO7 IRS2 IRX5 ITGA9 ITGB8 KCNB1 KCNJ2 KDM5A KIAA1143 KIAA1549 KIF13B KLF12 KLHL28 KLHL32 KLHL8 KPNA2 LAYN LEKR1 LHX6 LIN28B LPCAT2 LRATD2 LRP6 LRRC2 LRRC8B LRRC8C LRRTM1 LXN LYSMD2 MAGEE1 MAL MAL2 MAN1A1 MAP1B MAPK10 MAPK8 MAPK8IP3 MARCKS MARCKSL1 MAX MBNL3 METTL21A METTL8 MINDY2 MMD MRTFB MYH10 MYOZ2 NBN NCBP1 NCOR1 NEO1 NR4A3 NRG2 NRIP1 NUFIP2 NUP62CL NUS1 OMG OSBPL8 OTUD4 PAK2 PAK5 PALS1 PAM PARD3 PCDH9 PCDHA2 PCSK2 PDCD4 PDE3B PDE4D PLA2R1 PMAIP1 PODXL POLR3D PPP3CB PPP6C PRKACB PROSER2 PRPF4B PRSS12 PTGR1 PTGS2 PTPDC1 PTPN4 PTPRG PUS10 RAD21 RAPGEF6 RBMS3 RCOR1 RELN RFX7 RGL1 RIMS1 RMI1 RNF145 ROBO1 ROR2 RPIA RPS6KA4 RPS6KB1 RRS1 RSPRY1 SATB1 SBNO1 SCGB2A2 SCN2B SDR42E1 SEC14L1 SECISBP2L SELENOP SEMA3A SERPINB9 SERPINI2 SETDB2 SIAH2 SLC10A7 SLC39A11 SLC4A7 SLC4A8 SMIM13 SNRK SNX2 SNX9 SOS2 SOX6 SRP72 SRSF12 STAM STC1 STEAP4 STRN3 SYT6 SYTL4 TCTN2 TGFBR1 TGFBR3 TLNRD1 TMEM263 TMEM47 TMX1 TNFRSF21 TNPO3 TP53INP2 TRIM10 TRPS1 TRUB1 TTC14 UBE2D3 UBE2V2 USP33 USP37 USP44 UTRN VEZF1 WAPL WBP4 YWHAB ZBTB41 ZC3H12C ZC3H18 ZCCHC4 ZDHHC15 ZEB1 ZFAND5 ZFHX3 ZHX1 ZNF106 ZNF519 ZNF677 ZNF714 ZNF804A ZRANB2 MIR3618 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3618 AK7 ANTXR2 ARFGAP3 ATP4B ATP6V1C1 CASP2 CCL28 CCN3 CDK1 CDK19 CDYL2 CNOT4 CUL3 CUL4A CYB5D1 DCAF13 DHX15 DLG5 DNMT3B EAF1 EGF FAM234B FRMD3 FRMD4A FST FUT9 GGNBP2 GLT6D1 GOLT1B HAND2 HIPK3 HMGA2 HPGD HPS5 ITGA4 KCNQ3 KIAA1755 LEPR LIN28B LRRC4 LRRN1 MAFF MDM1 MEGF9 MIER3 MYO1D MYZAP NCOA2 NEO1 NFKBIZ NSD2 NTN4 PCDH19 PCGF5 PCSK5 PDPN PDZD4 PGAM1 PRKAR2A PSD3 PSPC1 PTBP2 PTGFR PTGR2 PTPN11 PWWP2A RANBP9 RAPH1 RHAG RTN1 SDE2 SEMA4D SIRT1 SLC13A1 SLC35F1 SLITRK4 SMCR8 SPIN1 SPIN2A SPIN2B SPOCK3 ST6GALNAC3 STARD4 SUSD5 TENT2 THSD7B TMEM255A TRIM36 TTK UBE2QL1 VANGL1 VEGFA VGLL4 WNK1 WTAP YIPF5 ZDHHC17 ZFYVE16 ZNF721 ZNF84 MIR3619_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3619_3P ARHGAP29 CASP10 COL25A1 COL4A1 CTNNB1 CYP4F3 EPB41L3 GMFB IKZF5 IPO11 KMT2C KRT19 LYSMD3 MCHR2 MED13 MITF MSI2 N4BP2 OCIAD1 PADI2 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA9 PCDHAC1 PCDHAC2 PIK3C2A PSMA8 RFC5 SMC2 SMCO4 SMDT1 SOCS6 TAOK1 TET3 TMPO TNFSF10 TTBK2 VPS36 ZC3H7B ZFP28 MIR3619_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3619_5P ACSL1 ACVRL1 ADSS2 AKAP13 ALPK2 ALS2 AMMECR1L ARF4 ARHGAP26 ARID3B ARL2 ATG16L1 ATP2A3 ATP6V0E2 ATP8A1 ATP8B2 BAX BAZ2A BCL11A BCL2L11 BRPF3 BTAF1 BTBD1 C17orf49 C1orf226 CAPN11 CBL CBR4 CBX2 CCDC103 CELF1 CENPM CEP44 CERT1 CHD2 CLASP1 CLSTN1 CMTM4 CNIH1 COG5 COP1 CPEB1 CPEB4 CPSF4 CREBL2 CRKL CSF1 CTNNB1 CTSS CXXC5 DAGLA DAPK2 DBNDD1 DBNDD2 DHRS12 DLL1 DMXL2 DOLPP1 DPP8 DUSP15 EDF1 ERC1 ERFE ERRFI1 EXOC2 EXOC3L2 F8 FAM110D FAM135B FAM20B FBLN5 FBXO32 FGF14 FGFR1 FNDC5 GALNT18 GALNT7 GARRE1 GATD3 GCC2 GDNF GFRA1 GLOD5 GNAL GPN1 GPR6 GPR85 GSK3B HIP1 HMG20A HMGN3 HMGN4 HPSE2 HR HSD17B8 IGSF3 IKBKB IL17RD INO80C IPO11 IPO7 IRS1 ITGB8 JAKMIP2 JPH1 KBTBD2 KCNC2 KCNC4 KCNH8 KIF13A KIF21B KIF7 KMT5A KPNA1 KRTAP10-4 KRTAP2-2 KRTAP4-4 KSR1 LARP1 LHX6 LRP2 LSM12 LTF LUZP1 MAK16 MAP3K4 MAPK1 MAPK8 MBLAC2 MEAF6 MECOM MED19 MFN2 MLLT10 MLXIP MMS19 MOBP MPI MTA3 MTM1 MTMR3 MYO1D NAA15 NAA50 NEO1 NEURL1B NFATC2 NFIA NMB NOMO3 NPTXR NSD1 NUFIP2 OPRK1 OXR1 PAN2 PARP16 PCDH20 PCLO PCMT1 PDE11A PDE5A PDLIM5 PELI3 PGF PGGT1B PHACTR3 PHF20L1 PHF21A PHF6 PID1 PIK3CB PIM1 PLA2G3 PLAGL2 PLXDC1 PPM1L PPP2CB PPP6C PRICKLE2 PROX1 PRR14L PRR23B PRRC2B PTER PURB PYM1 QKI RAB14 RAB4B RALGAPB RAP1GAP2 RAPGEFL1 RBM20 RBM34 RC3H1 RCSD1 RGS22 RHPN1 RIMS3 RIPOR2 RNF169 RPIA RPUSD1 RUBCN SARM1 SCAMP4 SDAD1 SEC24C SEC31A SIGMAR1 SIK2 SLC13A3 SLC23A2 SLC25A25 SLC25A39 SLC25A42 SLC36A1 SLC8A1 SMARCC1 SMYD5 SNX12 SNX8 SOGA1 SORBS1 SOS2 SOX8 SPPL3 SPTBN2 ST6GALNAC1 STK32B SYT15 TAFA4 TANC2 TAOK1 TBL1XR1 TFAP2C TGIF2 TGOLN2 TMEM161B TMEM248 TMEM33 TMEM43 TMEM86A TNPO1 TRA2B TRABD2B TRAF1 TRAF3 TSPAN11 TUT4 UBE2R2 UBE4A UBL4B UHMK1 USP20 USP24 USP3 USP30 USP46 UTS2B VANGL2 VPS53 VSTM4 WDTC1 YWHAZ ZBTB10 ZBTB20 ZBTB39 ZFAND3 ZFHX3 ZNF214 ZNF609 ZNF641 ZNF710 MIR361_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR361_3P ABI1 ADCY5 AKAP13 ALDH3B2 AP2A1 ATP2A3 ATXN1L BEAN1 CAMK2B CAVIN4 CBX6 CCN2 CCN5 CD63 CGNL1 CHMP1A CPEB1 CTDSP1 DSPP DTWD1 DTX4 EEF1AKMT3 EFNA5 ELK1 EMP1 ERG FAM72A FAM72B FAM72C FAM72D FBXL19 FHIP2A FYN GAB2 GIGYF1 H3-3B HACD1 HBB HEATR1 HIF3A HOXA10 HSPB7 INO80D ITPR1 IVD KCNJ6 KDM5C KIF13B KLHL21 KPNA1 LRTM2 MEIS2 MLLT6 MMP24 MOV10 MPP2 MSI2 NACC1 NCOA2 NECTIN1 NEK10 NFAT5 NIBAN2 NOP16 NUFIP2 OGT OSR2 PHACTR1 PIK3C2B PIM2 PKD1L2 PLEKHG4B POU2F2 PRRT2 PSMD2 PTGER2 RIMS4 RNF112 RNFT2 SAP30L SCAMP1 SENP1 STUM SYNGAP1 SYNJ2 TBC1D16 TFAP4 TFE3 TGFBR3 TMEM167B TMEM178B TMEM47 TNNI1 TRAF3 TSPAN1 TSPYL2 URB1 WFS1 XG YIPF1 ZNF264 ZNF618 MIR361_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR361_5P AAK1 ABCB10 ABHD3 ADAM18 AK5 ANKRD33 ANO6 ARGLU1 ARRDC3 ATAD1 ATPAF1 AWAT2 BLMH BMPR2 BTF3 C12orf50 C2orf78 C6orf58 CAB39L CAPN6 CCDC169-SOHLH2 CCDC178 CCDC28A-AS1 CCNYL1 CDC123 CDS1 CDYL2 CKS1B CLDN22 CNTN1 COPS7A CPOX CREBBP CREG1 CSMD1 CSNK1G3 CSTF1 CYP2U1 DCTN6 DERL2 DEXI DOK6 DR1 DYNC1LI2 EDIL3 EFHC2 EIF3A ELL3 ELMOD1 ELOVL7 ENDOD1 ERC2 ERCC6 FGF5 FGF7 FKBP14 FUT9 GAPT GEN1 GLRB GNA13 GOLGA4 GPR155 GSTA1 GSTA2 HFE HOMER1 HOOK1 HSP90AA1 INTS8 KCNJ3 KLHL7 KPNB1 LACTB LGR4 LURAP1L MAP10 MAP2 MECP2 MEF2D MERTK MEX3C MIX23 MTRR MTX3 NAALAD2 NFAT5 NFE2 NIPSNAP3B NR4A2 NXPH2 OGN OPTN PABIR3 PABPC4L PANX2 PARP11 PCDHB4 PCGF5 PCYOX1 PDE4B PDE4D PIK3CG PLD1 PLPPR4 PRICKLE2 PROSER3 PROX1 RAB28 RAB3GAP1 RAC1 RAG1 RANBP17 RDH11 RHOA RNF11 RNF4 RRAGB SCAF8 SDCBP SEC31A SERP1 SLC10A1 SLC24A2 SLC39A9 SLC66A1L SLCO6A1 SMG1 SOWAHC SP1 STARD5 STEAP2 SYNCRIP SYT10 TET1 TET2 TFAP2B THUMPD1 TIPIN TSR1 UGT2A3 USP44 UTP15 VEGFA WARS2 WDHD1 WNT3 WNT7A XRCC4 YIPF4 ZBTB18 ZBTB40 ZDHHC13 ZMAT3 ZNF148 ZNF160 ZNF460 ZNF492 ZNF510 ZNF516 ZNF804A ZSCAN32 MIR3620_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3620_3P ACP3 AMER1 AMOT ATRNL1 BMF BTG4 BTN2A1 CAMKK2 CAPRIN1 DOCK11 DOCK3 DQX1 ENSG00000274333 ENSG00000276077 ENSG00000277067 EPHA5 FAHD1 FAM43B FBXO30 FOXF2 FXYD3 GRSF1 HIC2 HNRNPA1 HOXA1 HTR7 KCNB1 KCNS3 LARP1B LILRA5 LOC102724701 LRP12 LVRN LYRM2 NADK2 NCOA6 NDUFA2 NR2C2 NRBF2 NUAK1 PFN2 POLR2D PRLR PTPRK RAP2A RASGRF1 RNF165 RORA SEMA4F SFRP1 SLC26A5 SRPK1 ST6GALNAC5 SYNGAP1 SYT13 SZRD1 TAFA2 TENM2 TMEM161B TMEM170B TTC1 USP46 WDR26 ZCCHC3 ZNF454 ZNF502 ZNF710 ZNF805 MIR3620_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3620_5P ADAT3 ADCY10 BEND6 CAMKK2 CD1B CHD5 CMKLR1 CNKSR2 CRISPLD1 EAPP EIF5 ERI3 FBXL16 FBXL18 FBXO17 GIPC3 GNAO1 ITCH KCNH5 KIAA0930 KLK13 LAPTM5 MBTD1 MDGA1 MEF2A MLLT6 MSANTD3 NAGA NCK1 NCOR1 NIPSNAP1 NPY PHF24 PLEKHA8 PLK2 SDC3 STK40 STRIP1 TAB2 TAGLN TJAP1 TMBIM1 TMEM216 TMPRSS13 TOX2 TRAF3 TRIM66 UBAP2L WARS1 ZIC4 ZNF609 ZSWIM5 MIR3622A_3P_MIR3622B_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3622A_3P_MIR3622B_3P AFF2 AMZ1 AOC3 ATXN1L BACH1 BACH2 BAHCC1 BEND4 BOK C16orf95 C6orf62 CABP5 CAMKK2 CELF5 CFHR5 CHIC1 CHL1 CLDN22 CLOCK CMTM4 CSTF2T CTNNA3 DCP2 DPH3 DPY19L3 DYNC2H1 EPHA4 EXOSC3 FAM118A FHL1 GDPD1 GNB4 GRIK4 HIP1 HIPK3 HMOX2 ICE2 INAFM2 KCMF1 KIAA1549L KIDINS220 KLF6 KRTAP2-4 LCOR LMBRD2 LY6K MAP4K4 MAPK9 MBOAT2 MKNK2 MSANTD4 MYBL2 NAA30 NEUROD4 NRIP1 PAQR9 PCSK2 PGGT1B PHLPP1 PIK3CG PTPN1 PTPN12 PXMP2 RAB39B RCC2 RIMBP2 RIMS2 S1PR5 SCML2 SCRN3 SETD5 SH3TC2 SIPA1L2 SLC25A36 SLC35D1 SLC39A14 SLC43A3 SOS2 SPATA13 SPRY3 SPTY2D1 SRSF2 STK38L STXBP5 SV2B TDRKH TMC7 TMEM229B TNPO1 TXLNG UBE2D3 UBN2 XKR7 ZBTB43 ZMAT2 ZNF148 ZNF268 ZNF280B ZNF705D MIR3622A_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3622A_5P ACAN ALG13 AMOT ANKRD50 ATAD2B ATP6V0E1 ATRN CCND2 CDCA7L CDK19 DUSP9 E2F3 FCHSD2 FMC1-LUC7L2 FSD1L FUT8 GAREM1 GATA6 GLCE HADHB HIC1 LIFR LUC7L2 MTMR10 MTUS2 NNT NR4A2 PDGFC PHKA1 PLAG1 PRRX1 PTBP2 SEC11A SEC24D SLC38A2 SMCO1 SOCS5 SP1 SP7 STK26 TMEM117 TNS1 TRIM66 VAT1L MIR3622B_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3622B_5P A1CF ARL14 ATRNL1 BTBD2 CADPS CCDC92 CEACAM19 CNKSR2 CWC27 DNAJC5G EIF3A EXTL3 FAM168B GTF2I HEY2 HRH1 HSBP1 HYCC2 IMPA1 KCNMB1 KCTD15 MSTN MUC7 MYO1B NBPF14 NBPF15 NBPF20 NBPF9 NKAIN2 NMRK1 NPTXR NTRK2 NWD2 PCDHB13 PDE7B PHF21A PLCB4 PLEK2 PLEKHA8 PPIAL4C PPIAL4D PPIAL4E PTPRK RAB43 RDH12 SCNM1 SLCO2A1 SORCS3 SOS1 SOX6 SRGAP3 STAG2 TGOLN2 TUB ZBTB40 ZBTB6 ZMIZ1 MIR362_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR362_3P ADAMTS9 ADGRF5 AK4 ANK3 AP5M1 ARHGAP21 ARL4A ASXL1 ATAD2 BCL7A BLCAP BMPR1B C9orf72 CADPS2 CAPZB CCNI2 CDK1 CDKN2D CEP85L CHL1 CSNK1G3 DAAM1 DLGAP4 DUSP10 EIF4B EIF4G1 EIF4G3 EPHA4 EPPK1 EXOG FAM184A FPGT FSTL3 FXR2 GABRB2 GNA12 GRB2 HIPK1 INO80D KDM7A KHDRBS2 KLF6 KLHL2 KRIT1 LAMTOR3 MCAM MESD METTL9 NAV3 NKD1 NRBF2 NRP2 OR2H1 OTULINL PAIP2B PAM PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA9 PCDHAC1 PCDHAC2 PCDHB10 PDE3A PDE5A PERP PHF21A PITPNB PLCXD1 POC1B PPP1R3B PPP2R2D PTBP2 PTDSS1 PTPRJ RADX RAI1 RALA RLN1 RNF139 RNF19B RNF38 RORA RTL5 SHB SLC26A2 SLC44A1 SLC6A19 SLF2 SMNDC1 SOCS6 SRSF4 SSBP2 SSH1 SYT15 TCEA1 TENT4B TMEM245 TNRC6B USP37 VOPP1 WAPL WDR5B ZBTB18 ZFHX4 ZNF281 ZNF304 ZNF667 MIR362_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR362_5P ACSL6 ADCYAP1R1 ALDH6A1 ALS2 ATF1 AVL9 CALHM5 CASTOR3P CENPK CHSY1 CNGB1 CPEB4 CYP1B1 DENND6A DLL1 EDEM1 EIF3A ERICH3 HDAC2 IDH1 IRF2BPL LARP1B LHFPL1 LHFPL2 LUC7L3 MRPL35 MRPS18C NEXMIF NOL4 OLIG3 PAN3 PEG10 PIKFYVE PLAGL2 PLP1 PLXNB1 PRKACB PRKCA PTHLH RAPGEF6 RBM12B RBM27 RMI1 RPS6KB1 RSPO2 SGIP1 SLC35G1 SNX18 STRN3 SUZ12 SYNC SYS1 TLE4 TMEM182 TNFSF13B TRIM50 MIR363_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR363_3P AADACL3 ABHD13 ACOX1 ACTC1 ADAM10 ADAM19 ADAMTSL1 ADAMTSL3 ADCY3 ADGRF2 ADRB1 AFF3 AGO3 AIDA ALKAL2 ANKIB1 ANKRD28 ANKRD44 ANO8 ANP32E APBB2 APPL1 ARF1 ARHGAP24 ARHGEF17 ARID1B ARMC1 ARRDC3 ARRDC4 ASPN ATG14 ATP6V1B2 ATRX ATXN1 ATXN3 B3GALT2 BAHCC1 BAZ2B BCAT2 BCL11A BCL11B BCL2L11 BLTP1 BMPR2 BSDC1 BSN BTG2 C11orf24 C19orf12 C21orf91 C5orf24 C6orf62 C8orf44-SGK3 CACNA1I CADM2 CALN1 CASD1 CBFA2T3 CBLN4 CCDC186 CCNC CCNJL CD2AP CD69 CDCA7L CDK16 CDKL5 CELF2 CHCHD10 CIC CLCN5 CLDN11 CNEP1R1 CNIH1 COG3 COL19A1 COL1A2 COL27A1 COX20 CPEB2 CPEB3 CPEB4 CPNE8 CSMD3 CTTNBP2 CUX1 CXCL5 DAAM1 DCAF6 DDX3X DDX3Y DENND1B DENND4B DMXL1 DNAAF9 DNAJB12 DNAJB9 DOCK9 DPP10 DSC2 DUS2 DUSP10 DUSP5 DYRK2 EDEM1 EDEM3 EFR3A ELK4 ELOA ELOVL4 EOMES EPC2 EPG5 ERGIC2 ESRP1 EVI5 FAM135A FAM20C FAM24A FBN1 FBXW7 FCHO2 FHIP1B FHIP2A FHL2 FKBP1A FMN2 FNBP4 FNIP1 FNIP2 FOXN2 FRY FXR1 FZD10 G3BP2 GATA2 GATA6 GFPT2 GID4 GIT2 GLCE GLRA1 GLYR1 GNAQ GNPDA2 GOLGA1 GOLGA3 GOLGA4 GOLGA7 GPC6 GPR137C GPR158 GPR180 GRAMD2B GRHL1 GTF2A1 HAND2 HCN2 HERPUD2 HIPK1 HIPK3 HIVEP1 HNF1B HS3ST5 HYCC2 IBTK IDH1 IL36B INSIG1 IQGAP2 ITGA5 ITGA6 ITGA8 ITGAV ITPR1 ITPRID2 JMY JOSD1 KAT2B KBTBD8 KLF2 KLF4 KLF8 KLHDC10 KLHL14 KLHL15 KLHL29 KMT5B LATS2 LHFPL2 LIMCH1 LIN54 LMBR1L LONRF3 LRCH1 LRRC1 LUZP1 LYST MACIR MAGEC2 MAN2A1 MAP1B MAP2K4 MAP3K20 MAPK8 MARCHF4 MARCHF6 MAST4 MBOAT2 MCL1 MED19 MEF2D MFF MFHAS1 MIA3 MIER1 MINAR1 MMD MMP10 MOAP1 MORC3 MPP1 MSR1 MTF1 MTMR9 MYCBP2 MYH9 MYO1B MYO5A NCAPH2 NCKAP5 NEFH NEFL NEFM NF2 NFYB NKX2-3 NKX2-4 NOX4 NPC1 NPNT NR4A3 NSF NSMAF NSMF NUFIP2 OSBPL5 OTUD3 OTUD4 P3H3 PALLD PAPSS2 PAX3 PAX9 PAXBP1 PCDH11X PCDH11Y PCDH7 PCGF3 PCMTD1 PCOLCE2 PCYT1B PDE10A PDZD2 PDZD8 PEAK1 PER2 PGBD2 PHLPP2 PHTF2 PIAS4 PIK3CB PIK3R3 PIKFYVE PITPNA PITPNM2 PKDCC PLEKHA1 PLEKHB2 PLEKHG3 PLXDC2 PNISR PPCS PPP1R12A PPP1R12C PPP1R37 PRKAR2B PRRC2B PSMD14 PTAR1 PTEN PTGER4 PTPRD PTPRJ PTPRK PTPRO RAB14 RAB23 RAB3C RAB8B RAD21 RANBP9 RBM27 RBM47 RBPMS2 REST REXO1 RFX1 RGL1 RGS17 RGS3 RHPN2 RIC1 RIMS2 RNF141 RNF180 RNF38 RNF4 RNF44 ROBO2 RORA RPL15 RPS6KA4 RSBN1 SCAF11 SCN8A SCUBE3 SELENOT SEMA3A SERTAD3 SESN3 SETD5 SGK3 SGPP1 SH3D19 SH3PXD2A SLC10A7 SLC12A5 SLC17A6 SLC24A3 SLC25A16 SLC25A32 SLC25A36 SLC32A1 SLC38A2 SLC39A8 SLC4A8 SLC7A11 SLC9A1 SLC9A7 SLX4 SNAP91 SNAPC1 SNN SNX13 SOCS6 SOSTDC1 SOX11 SOX4 SPRYD4 SPTBN4 SRPRA SSBP2 ST6GAL2 STRN3 STYX SYN2 SYNJ1 TACC2 TAFA1 TAGAP TBC1D12 TBC1D8 TBL1XR1 TCF21 TEAD1 TECPR2 TEF TENT4A TET2 TEX2 TGIF1 TMEM229A TMEM255A TMEM267 TMF1 TNPO1 TOB1 TOB2 TPCN1 TPPP TRIM36 TRIO TTC9 TULP4 TWF1 UBASH3B UBE2W UBE2Z UBXN4 UCHL5 UGP2 USP28 USP36 USP45 VPS4B WASL WWP2 XPNPEP3 XYLT2 YIPF4 ZC2HC1A ZDHHC5 ZEB2 ZFAND1 ZFC3H1 ZFHX4 ZFYVE21 ZNF24 ZNF287 ZNF385D ZNF521 ZNF595 ZNF721 ZNF827 MIR363_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR363_5P APPL2 ARMCX6 ATCAY ATF2 ATP2B2 BTN3A1 CACNA1E CALN1 CCDC150 CHAD CMTR1 CPS1 EBF1 EDA ELMO1 ENTPD2 ERGIC1 FRAT2 GRB2 GSG1L H2BC21 HIC2 IL17RD IRF2BP1 ISCA1 ITFG2 ITGBL1 KCNK17 LINC02694 MAPK6 MGAT5B MS4A10 MTHFR OPCML PAQR4 PLEKHG4B PREP PRRT1 RTKN2 S100A4 SAP130 SCRN3 SEMA6A SHC1 SLC24A3 SLC6A1 SMCP SMG6 SMURF1 SNX27 SOD3 SP6 SYN1 SYNPO2L SYT15 TMEM161B TMEM178B TNK2 TNRC6C TRIM29 TRIM67 TTC39C TTYH3 UAP1L1 VWDE ZDHHC21 ZDHHC22 ZNF148 ZNF426 ZNF503 ZNF827 MIR3646 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3646 AAK1 ABAT ABCB5 ABCC5 ABHD13 ACKR4 ACSL3 ACTN2 ACTR6 ACTR8 ACVR2A ADAMTS5 ADIPOQ ADK ADSS2 AEBP2 AHCYL2 AJAP1 AKAP11 AKAP6 AKR7A2 AKT3 ALG5 ALOX5 AMBN AMDHD1 ANGPT1 ANKH ANKRD46 ANKRD50 ANO6 AP3B1 APOOL APPBP2 APPL1 ARF3 ARFGEF3 ARFIP1 ARHGAP12 ARHGAP42 ARID4B ASB5 ASPH ASPHD2 ATAD1 ATG5 ATP11A ATP2B2 ATP7A ATXN2 AXIN2 BACH2 BAZ2B BBS10 BCAP29 BCAT1 BCL11B BCL9 BCO2 BHMT BICD1 BMAL2 BMP3 BMPR2 BMT2 BNC2 BOLL BPNT2 BRIP1 BRWD1 BRWD3 BUB1 BVES BZW1 C12orf75 C16orf87 C18orf25 C18orf54 C21orf62 C21orf91 C6orf118 CA10 CA8 CAB39 CACNB4 CADM2 CALCRL CAMK4 CAMTA1 CAPRIN1 CARNMT1 CAT CBFB CBL CCDC125 CCDC126 CCDC144A CCDC148 CCDC170 CCDC186 CCDC50 CCDC82 CCDC88A CCDC89 CCL16 CCNK CCNY CCT5 CD200 CD69 CD84 CD86 CD99 CDH11 CDK15 CDK17 CDK6 CEP290 CEP97 CERS6 CFAP300 CFH CFHR1 CFHR2 CFL2 CGGBP1 CHD6 CHM CHODL CLDN16 CLEC12A CLEC4C CLIC5 CLOCK CNEP1R1 CNOT2 CNOT6L CNR1 CNTN3 COMMD3-BMI1 COPS8 CPEB1 CPEB3 CPNE3 CPSF6 CRACD CREB1 CREB5 CREBZF CREM CRLF3 CRY1 CSNK1G3 CTBS CTDSPL2 CTHRC1 CTNND2 CUL3 CUL4A CUL4B CUX1 CWC25 CXADR CXCL12 CXXC4 CYREN DCBLD2 DCLK1 DCLK3 DENND1B DENND5B DGKH DHX57 DIPK2A DLG5 DLGAP1 DNAJB4 DNAJC27 DNHD1 DPM1 DPP4 DPY19L4 DPYD DTWD2 DYNC1I2 DZIP1 DZIP3 E2F4 EBF1 EBF2 EBF3 EDAR EDEM3 EDIL3 EEA1 EEF1E1 EEF2K EGLN1 EIF1AX EIF5A2 ELAPOR2 ELAVL1 EPB41L4B EPHA4 EPHA5 ERAP1 ERCC4 EREG ERICH3 ERLIN1 ERMN ERRFI1 ESR1 EXOSC3 EYA1 FAM133B FAM168A FAM169A FAM199X FAM204A FAT3 FBXL5 FBXO42 FER FFAR4 FGF12 FGF14 FGL2 FIGN FILIP1L FJX1 FKTN FMN1 FMO2 FNBP1L FOXA1 FOXN2 FOXO1 FPR3 FREM1 FRG2 FRG2C FRS2 FSBP FSD1L FSD2 FSTL5 FZD3 GAB3 GABPA GABRA1 GABRB3 GABRG1 GADL1 GAPVD1 GATAD1 GCN1 GCNT1 GCSH GDAP1 GDAP2 GDF6 GLMN GNG4 GOLGA6A GOLGA6B GOLGA6L10 GOLGA6L4 GOLGA6L9 GOLGA8A GOLGA8B GOLGA8N GOLIM4 GPC2 GPC6 GPM6A GPM6B GPNMB GPR158 GPR34 GPR83 GPR85 GRID1 GRID2 GRIP1 GRPEL2 GRSF1 GSK3B GSPT1 GSPT2 GUCY1A1 GUCY1A2 GUCY2C GXYLT1 GYS2 HAUS6 HCN3 HDAC1 HDAC2 HELZ HERC4 HFM1 HGF HIPK1 HIPK2 HIPK3 HMBOX1 HNF4G HNRNPF HNRNPLL HNRNPR HOOK3 HPGD HSD17B6 HYCC2 ICAM5 ICE2 ID4 IFI44L IFIT1 IGF2BP3 IKZF2 IKZF5 IL1RAP IL22RA2 INO80C INO80D INSYN2A INTS6 IPCEF1 IRAK3 IRS1 ITCH ITGB8 ITM2A ITPR1 JADE3 JMY JPH1 KALRN KAT6A KBTBD7 KCMF1 KCNA1 KCNMA1 KCNMB2 KCNV1 KCTD12 KCTD3 KCTD9 KDM7A KIAA0408 KIAA1958 KIF14 KIF2A KL KLF12 KLHL11 KLHL20 KLHL24 KLHL28 KLHL5 KLLN KMT2E KPNA4 KRIT1 KRTAP4-11 KRTAP4-8 LAMA1 LARP4 LARS1 LATS1 LCLAT1 LCOR LDHAL6B LGR4 LGSN LHCGR LHFPL6 LHX8 LIFR LIMCH1 LIN7A LIN7C LOX LPAR1 LPCAT2 LRP2BP LRRC40 LRRC75A LSAMP LSM8 LTBP2 LYVE1 LZTFL1 MACO1 MANSC1 MAP1B MAP2K4 MAP3K2 MAP3K20 MAP3K21 MAPK6 MAPK8 MAPRE2 MARCKS MARK1 MASTL MATCAP1 MATR3 MBNL3 MBTD1 MCF2 MCMBP MDFIC MED12L MED13L MEI4 MEIS2 MGAT4A MICAL2 MIER3 MIGA1 MINDY2 MKLN1 MMGT1 MMP28 MPP3 MRPL19 MRPL42 MSANTD2 MTM1 MTMR4 MTMR7 MTUS2 MXD1 MYCBP2 MYCT1 MYNN MYSM1 MYT1 MYT1L NAA25 NAB1 NDFIP2 NDUFA4L2 NEMF NETO2 NEXMIF NFAT5 NFYB NIPA1 NKIRAS2 NKTR NMNAT1 NONO NOVA1 NPAS3 NPL NPR3 NPTX1 NR2F1 NR3C1 NREP NRG2 NRIP1 NRIP3 NRP1 NRXN1 NSL1 NUP62CL NWD1 NWD2 OBI1 OGFRL1 OLFM3 OLR1 ONECUT2 OPA1 OPALIN OPRM1 OR9Q1 ORC4 OSBPL3 OSBPL8 OSGIN2 OTP PABPC5 PAFAH1B1 PAG1 PAK3 PAN3 PANK1 PAPLN PATZ1 PAX6 PCDH17 PCDH19 PCLO PCMTD1 PCNP PCNX1 PCSK2 PDCD6IP PDE10A PDE8A PDK3 PDLIM4 PDLIM5 PDS5B PEX3 PEX7 PFDN4 PGAM4 PGBD2 PHC3 PHEX PHF20L1 PHF3 PHIP PIAS2 PIGN PIK3CA PIK3CB PIK3R1 PIP4P2 PISD PKD2 PLA2G4D PLAG1 PLCB1 PLCL1 PLCXD3 PLEKHA1 PLEKHG7 PLEKHS1 PLXDC2 PNISR POC1B POLK POLR3K POT1 POTEE POTEJ POU3F2 PPM1E PPM1H PPP1R3A PPP2CB PPP6R3 PPTC7 PRAMEF1 PRAMEF13 PRAMEF14 PRAMEF2 PRDM11 PRDM4 PRELID2 PRICKLE3 PRKAA2 PRKACB PRKAG2 PRKCE PRKG1 PRLR PRPF4B PSMA8 PTBP1 PTBP3 PTER PTGDR PTPN14 PTPN22 PTPN4 PURB PUS10 PXDNL QKI R3HDM1 RAB21 RAB27B RAB28 RAB30 RAB3B RAB3C RAD1 RAD51B RAG1 RAI14 RALA RANBP1 RAP2B RAPH1 RASA2 RASGEF1A RASGRF2 RBFOX1 RBM22 RBM4 RBMS3 RCHY1 RDH10 REEP3 RELCH RERE REST RFX3 RFX7 RGS1 RHOA RHPN2 RICTOR RIF1 RIMS2 RLIM RMND5A RNF128 RNF144B RNF145 RNF152 RNF180 RNF7 ROBO1 RORA RPGRIP1L RPS6KA6 RSBN1L RSPH3 RSU1 SAMD8 SAMSN1 SAR1B SBNO1 SC5D SCAI SCAPER SCN11A SCN7A SCN8A SCYL2 SDAD1 SEC23A SEC61A2 SEC63 SEH1L SEL1L SEMA3D SENP5 SENP7 SEPHS1 SEPTIN10 SEPTIN7 SERPINA10 SETD7 SF3A1 SFMBT1 SGCD SGCZ SGIP1 SGTB SH2D4B SH3BP2 SH3D19 SH3TC2 SIGLEC8 SKI SKIL SLC12A1 SLC12A2 SLC16A1 SLC16A7 SLC1A2 SLC25A31 SLC30A4 SLC30A7 SLC38A4 SLC38A9 SLC39A10 SLC44A1 SLC4A7 SLC6A15 SLF2 SMARCA5 SMARCAD1 SMCO3 SMNDC1 SMURF2 SNAP23 SNAP29 SNAPC1 SNIP1 SNRNP40 SNTB2 SNTG1 SNX1 SNX13 SNX19 SOCS4 SOCS6 SOGA3 SORBS1 SOX21 SOX6 SP4 SPATA13 SPEF2 SPIN1 SPOPL SPTBN1 SPTY2D1 SRI SRPK1 SRSF1 SRSF10 SRSF2 SSB SSR1 STAU1 STK3 STMND1 STMP1 STRBP STX7 SULT4A1 SUMO2 SVEP1 SYT14 TASOR2 TBC1D32 TBCA TBCEL TBK1 TCAF2 TCEAL7 TCEANC2 TCF20 TCF4 TDG TDRP TENM1 TENT2 TESPA1 TET2 TFEC TFPI THAP1 THRAP3 TIAL1 TLCD4 TMCO1 TMED5 TMED7 TMEM135 TMEM164 TMEM170A TMEM182 TMEM236 TMEM241 TMEM245 TMEM38B TMEM59 TMEM98 TMPO TMX4 TNPO1 TOX TP53INP1 TP53TG3 TP53TG3B TP53TG3D TPCN2 TRA2B TRAF3 TRAK1 TRIB2 TRIM33 TRIM36 TRIM45 TRIP12 TRMT10A TRUB1 TSC22D2 TSNAX TTC30A TTF2 TTPA TXNDC17 UBA6 UBASH3B UBE2D2 UBE2D3 UBE2K UBE2W UBE3B UBL3 UBQLN1 UGT8 UNC5D USP15 USP34 USP47 USP8 UTRN UTY VAV3 VGLL3 VHL VPS29 VPS37A VSTM2A VTA1 VWA3B VWA8 VXN WAC WASL WDFY3 WDR33 WIPF1 WWC2 XIAP XKR3 XPO4 XPR1 XRN1 YIPF6 YPEL5 YTHDC2 YTHDF3 ZBTB10 ZBTB20 ZBTB38 ZBTB6 ZC3H12B ZC3H8 ZDBF2 ZDHHC15 ZFHX4 ZFX ZFYVE21 ZIC4 ZKSCAN8 ZMAT3 ZMYM4 ZMYND11 ZNF100 ZNF14 ZNF148 ZNF227 ZNF280D ZNF284 ZNF292 ZNF320 ZNF322 ZNF346 ZNF365 ZNF451 ZNF519 ZNF649 ZNF680 ZNF704 ZNF736 ZNF780A ZNF800 ZNRF3 MIR3649 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3649 ABL2 ADA2 CCL4L2 DNAI1 GPR161 JADE2 LALBA MEX3C MYH9 NENF NUMB PEG10 PHLDB1 PLEKHF2 RBM38 RLN2 RPS6KA5 SHISA7 SLC16A2 TLN2 ZMAT2 MIR3650 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3650 ABO ABR ANAPC10 AP5Z1 APPL1 BMP4 C2CD6 CCDC92 CEND1 CLIP2 COL6A6 COL8A1 CREB3 CTSE DENND1C DNM1 ECM1 ERICH4 FAM240A FGF2 FNDC7 GOLGA1 GRIP2 HDX HS3ST3B1 IFI16 KCNIP1 LMX1A MAGEC1 MAK16 MCU MFAP3 MYO1D NPAS4 NWD2 PANX3 PAPPA PCF11 PDK3 PLAGL2 PRMT2 PTCHD1 RETREG1 RHOC RHOQ RIOK1 SLC37A2 SRCIN1 SSX7 STAG2 STEAP2 STT3B STX1B TECPR2 TENT5A TMX4 TP53INP2 USP13 VAMP7 ZNF75A MIR3651 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3651 ABITRAM ANKRD18A ATP6AP2 CACNA1B CCDC144A FBXW8 FRMD3 GABRG2 HEY1 IP6K3 ITSN2 PHTF2 PMAIP1 PTPRQ RFX4 SEC63 TCEA1 TMPRSS12 USP13 USP32 MIR3652 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3652 AAK1 ADCY1 ADPGK AGO1 AGO3 ANKS1A ARGFX ASCC2 ATG13 ATP5MF-PTCD1 BCL11A BLTP3B BMX CACNA1H CBX5 CCDC28A CCDC3 CEP170B CFH CHD2 CLNS1A CLOCK CORO1C DDAH1 DEDD2 DGAT2L6 DIPK1B DISP2 DOK3 DPY19L1 DPYSL5 DUSP8 EFNB3 ELK1 EPS15L1 FAM222B FARP1 FCRLA FLNA FMC1-LUC7L2 GLS GLYCTK GRAMD1B GRIN3A GRM4 GUCD1 HEYL HJV HSPB6 HYDIN IGF2BP1 IGFBP5 IREB2 KDM3B KLF6 KLHL42 KRT85 L3MBTL2 LUC7L2 MBD2 MCUR1 MFAP1 MLEC MNT MPI MYEF2 MYL12A MYLK4 N4BP1 NECTIN1 NTRK3 OPA3 ORAI2 OSBP2 PARP16 PEDS1 PHACTR4 PHLDB1 PITPNM2 PLEKHM3 PLXNA2 PLXNA4 POTEM POU2F1 PPFIA2 PPIL2 PPIP5K1 PPP1R3B PPP3R1 PRADC1 PSD2 PTCD1 PURA RARB RASGEF1A RERE RHOQ RNF43 RPP14 RPRD1A RSPRY1 SDC3 SDHAF3 SEMA6C SEPTIN3 SEZ6 SH3PXD2A SHROOM4 SIK2 SINHCAF SKP2 SLC26A2 SLC7A14 SMPD3 SPOCK2 SPRED2 SSH2 ST3GAL1 ST6GAL1 ST8SIA5 STAMBP STUM SUSD6 SYT1 TACC1 TCP10L2 TECPR2 THAP5 TIMM23 TMEM248 TPCN1 TREM1 TRIM40 TRMT61A TSHZ2 TTBK1 UBOX5 UGT3A2 UNC13D VASH1 WWC1 XPO6 YY1AP1 ZDHHC22 ZDHHC7 ZFP91 ZMYND12 ZNF281 ZNF329 ZNF33B ZNF827 ZNRF3 MIR3654 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3654 ABHD2 ACBD5 ACTBL2 ADAT2 AP2M1 ATG12 CAB39L CALCB CDK8 CPEB3 CRNN D2HGDH DHX36 FBXW11 FCAR FRS2 GATA2 GSAP GSTA4 HLA-DQA1 IQSEC1 JAG1 KRBOX4 MED26 MFSD14A MSL2 PI4K2A PIM2 PSMA5 RAP1B RPP30 SECISBP2L SGIP1 SMIM5 SMURF1 TBL1XR1 TCHP TMCO6 TMEM68 TNFAIP8 UHRF1 VANGL1 ZNF134 ZNF554 ZNF638 ZNF776 MIR3657 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3657 ABLIM3 ANKRD28 ARRB1 ATF7IP AWAT1 BTRC CFAP90 CHORDC1 CIITA CLCN4 CLIC1 CNNM1 CYTH3 DDX20 DIRAS1 DMRTA2 DNAI4 DNAJC10 DNAJC25-GNG10 EBF1 EFS ERBB2 FBXL16 FGFRL1 GALNT2 GCSAM GNG10 IQSEC1 KHDRBS1 KIAA1958 LILRA5 MBNL2 MED14 MMP13 NLGN2 NR4A2 NUFIP2 OSBPL7 PDLIM3 PIGM PLXNA4 PPARGC1B RAB4A RASEF RBP3 RCBTB1 SHISA6 SLC12A3 SLC47A2 SMUG1 STARD13 TBC1D13 WSCD1 ZNF350 ZNRF2 MIR3658 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3658 AADAC AASS ABCG2 ABHD17C ABHD5 ABI2 ABI3BP ACOX1 ADAM12 ADAMTSL3 ADRA1A ADSS2 AGFG1 AGPS AJUBA AKNAD1 ALDOB AMER1 AMIGO2 AMN1 AMOTL1 ANAPC5 ANAPC7 ANGPT1 ANKRD17 ANO5 ANTXR1 APELA ARFGAP3 ARGLU1 ARID4B ARID5B ARL13B ARL5A ARL5B ARPC1B ASPA ASPN ATAD1 ATAD2 ATOH7 ATP1B4 ATP2B1 ATRNL1 ATRX ATXN3 ATXN7 AUTS2 B3GALNT1 B3GALT2 B3GNT2 BACE2 BACH2 BBOF1 BCOR BET1 BLOC1S2 BLTP3B BLVRA BMP3 BMPR2 BNIP3L BRAF BRD3 BRINP2 BRWD3 BTBD7 BTG3 C1orf198 C1orf21 C1orf43 C2orf80 CADM1 CALN1 CAMK2N1 CAMKK2 CAPN12 CARNMT1 CAST CAVIN2 CBL CBLL1 CCDC102B CCDC138 CCDC182 CCDC186 CCDC93 CCL8 CCNC CCNT2 CD55 CD99 CDCA4 CDH1 CDH26 CDH9 CDK14 CDK6 CDKN2AIP CDYL CELF2 CENPK CEP120 CEP44 CEP97 CETN3 CFAP52 CHMP1B CILK1 CISD1 CKAP4 CLCN2 CLCN3 CLEC4D CLIP4 CLMN CLOCK CMKLR2 CMTM8 CNIH1 CNKSR2 CNOT6L CNRIP1 COBL COCH COL25A1 COL4A2 COL5A2 COL6A5 COLGALT2 COX20 CPNE3 CREB3L2 CREBZF CRY1 CRYBG1 CSDE1 CSNK1A1 CTDSPL CTH CTLA4 CUL2 CXADR CYB5R4 CYFIP2 CYP20A1 CYTIP DACH1 DCBLD1 DCDC2 DCK DCLK1 DCUN1D1 DCUN1D4 DCUN1D5 DDX43 DDX46 DDX53 DENND1B DEPDC1 DGKH DHX40 DIAPH2 DIP2B DISC1 DKK1 DLG1 DLL1 DNAJB4 DNAJC22 DNAJC3 DNAJC5G DNPH1 DOCK7 DR1 DRAP1 DRP2 DSCC1 DSG1 DUSP16 DUT DYNC1I1 ECT2L EDDM3A EDEM3 EEA1 EIF1AX EIF4E3 ELAVL1 ELAVL2 ELAVL4 ELK4 ELMOD2 ENOX1 EPB41L5 EPDR1 EPM2AIP1 ERBB4 ERI1 ERO1B ETS1 EVC FAM107B FAM120A FAM13C FAM162A FAM210B FAM237A FAM3C FAM47C FAM8A1 FAR2 FBLN7 FBRSL1 FBXL3 FBXO30 FBXO38 FBXO45 FCHSD2 FDX1 FGB FGF5 FGF7 FGFR2 FH FMR1 FNBP1L FNIP1 FOSL2 FOXN2 FOXN3 FOXO1 FSBP FUCA2 FUT9 FZD3 G2E3 G3BP1 GABPA GABRA1 GABRB2 GALNT2 GARRE1 GATAD1 GBP1 GCA GCSH GDF6 GEM GFM1 GGNBP2 GGT7 GHR GLCE GLYATL2 GNB4 GOLGA7 GPATCH2L GPC2 GPC5 GPC6 GPR15 GPR180 GPR183 GPR65 GPR85 GPR88 GRIA1 GSK3A GTF2F2 GUCY1B1 GXYLT1 GYG1 HAPLN1 HAT1 HAUS6 HCFC2 HDAC2 HDAC9 HEG1 HIF1A HIPK3 HIVEP2 HIVEP3 HMCES HMGB1 HMGB3 HNRNPD HNRNPF HOXB2 HS3ST3A1 HSPA4L HYCC1 ICE1 ICMT IDH3A IDI1 IFNGR2 IGF1 IGF2R IKZF2 IL23R IL5 IL5RA IL6R INO80 INSC INSIG1 INSM1 INTS6 INTS7 IPO7 ISL1 ITGB8 ITPRID2 KANSL3 KCNB2 KDM5D KDM7A KHDRBS1 KIF1B KIF3A KIF5B KLC4 KLHL2 KLHL24 KLHL28 KLHL8 KLRC1 KLRC2 KPNA2 KRAS KRIT1 KRTAP9-9 KSR1 LARP7 LDAF1 LDLR LGR5 LIN7C LIN9 LITAF LMAN2 LMAN2L LMLN LMO7 LONRF1 LPAR4 LRAT LRIF1 LRP2BP LRP5L LRP6 LRRC58 LRRC8D LRRK2 LRRTM1 LRRTM2 LRRTM3 LSM12 LYRM1 LYSMD3 MACIR MACO1 MACROH2A2 MAGEB4 MAK16 MAN1A1 MAP2K1 MAP3K1 MAP3K2 MAPK4 MAPK6 MAPKAP1 MARCHF1 MARS2 MASP1 MATN4 MB21D2 MBL2 MBLAC2 MBOAT2 MBTD1 MCTS1 MCUR1 MDFIC MDM2 ME1 MED12L MED13 METTL8 MFSD6 MGA MGAT4A MICU3 MID2 MINDY2 MKLN1 MLLT3 MOB1B MON2 MRE11 MRPS14 MSI2 MSL2 MTERF3 MTF2 MTFR1L MYEF2 MYL1 MYLIP MYLK3 MYO5A MYSM1 MZT1 NAA30 NAA50 NABP1 NADK2 NAMPT NAP1L5 NCAPH2 NCBP3 NECAB1 NFXL1 NHS NIPAL1 NLGN3 NME5 NPEPPS NRG4 NRXN1 NSUN7 NUDT13 NUDT21 NUFIP2 NUMA1 NUP153 NUP50 NUP54 NUP98 NUTF2 ODF2L OPRK1 OSBPL3 OTOGL PABPC3 PAK5 PALS1 PALS2 PANK3 PAPSS2 PARD6B PAX5 PAXBP1 PCDH1 PCDH11X PCDH11Y PCDH19 PCDH7 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 PCDHB16 PCDHB4 PCDHB9 PCMTD1 PCYOX1 PDCD4 PDE1C PDE7A PDIK1L PEG3 PEX2 PF4V1 PFDN4 PGAM5 PGBD2 PGGT1B PGM3 PHACTR2 PHC3 PHLDA1 PI15 PIEZO2 PIGA PIGM PIK3CG PIP5K1A PLAGL1 PLAGL2 PLCG2 PLEKHA3 PLEKHA5 PLEKHA8 PLOD2 PLPPR4 PLPPR5 PLXDC2 PM20D2 PMS1 PNISR PNPLA8 POLR2D POLR3F POU2F1 POU5F1 POU5F1B PPIG PPM1A PPM1E PPP1CB PPP1R15B PPP1R17 PPP1R3B PPP3CA PPP3CB PPP4R3B PRC1 PRKAA2 PRKAR1A PRKD3 PRLR PRMT9 PROK2 PROSER1 PRRT2 PRTG PTAR1 PTEN PTGER3 PTGR2 PTGR3 PTMA PURB PUS10 PYHIN1 PYROXD1 QKI R3HDM1 RAB21 RAB2B RAB30 RAB3C RAB6A RAB9B RABGEF1 RAC1 RAD23B RAD54B RAI14 RALGPS2 RALYL RANBP3L RAP2B RASAL2 RB1 RBBP5 RBM18 RBM24 RBM27 RBM4B RBP1 RBP3 RC3H2 RCBTB1 REEP3 RELT REPS2 RERG RFX1 RHEB RHOQ RNF144B RNF157 RNF180 RNF217 RNF38 RNF44 RO60 RPGRIP1L RPRD1B RPS6KB1 RREB1 RRM2 RRP15 RSPRY1 RTKN2 RTL3 RUNX1T1 RWDD2A RWDD4 SASH1 SBDS SC5D SCAF8 SCAI SCGB2B2 SCN1A SCP2 SDE2 SEC23IP SEC24A SEC63 SEH1L SEMA3D SEMA5A SERTAD2 SESN3 SETBP1 SFT2D3 SGMS1 SH3GLB1 SHMT1 SHOX SKP2 SLAIN2 SLC11A1 SLC12A6 SLC17A6 SLC22A2 SLC25A17 SLC25A24 SLC25A31 SLC25A37 SLC2A13 SLC30A4 SLC30A7 SLC35F5 SLC36A4 SLC39A3 SLC4A4 SLC4A7 SLC5A8 SLC6A14 SLC7A1 SLC7A14 SLC9A2 SLC9A6 SLCO3A1 SLK SMAD3 SMAD5 SMARCE1 SMC5 SMCO3 SMG7 SMIM14 SNX10 SNX16 SNX7 SNX9 SOAT1 SOS1 SOS2 SOX30 SOX4 SOX6 SP4 SPAG9 SPAST SPRED1 SPRYD7 SPTSSA SREK1 SRI SRPK3 SRRM2 SSR3 STAM STAT1 STC1 STK26 STX17 STXBP5 SUV39H2 SUZ12 TAB3 TBC1D15 TBC1D23 TBL1XR1 TCEA1 TCF12 TCF21 TCF3 TET1 TET2 TEX2 TFEC TLCD4 TM9SF3 TMCC3 TMED10 TMED5 TMEM100 TMEM131 TMEM132E TMEM165 TMEM167A TMEM168 TMEM170B TMEM178B TMEM184A TMEM215 TMEM241 TMEM255A TMEM33 TNFRSF21 TNRC6B TOB2 TPBG TPRG1 TPSG1 TRA2A TRAPPC13 TRAPPC2 TRDN TRERF1 TRIM33 TRIM38 TRIM5 TRNP1 TRPA1 TRPC5 TRPC6 TRPS1 TSLP TSPAN19 TTC28 TTC33 TTPAL TVP23C TWF1 TWSG1 TXNDC9 UBE2D1 UBE2K UBE2V2 UBFD1 UBLCP1 UCHL5 UHMK1 UQCC6 USF3 USP42 USP44 VAMP7 VANGL2 VAPB VASH2 VKORC1L1 VPS26B VSTM2A VWA8 WASL WDFY1 WDR26 WDR33 WDR41 WDR47 WDR7 WNK3 WWC2 XIAP XPNPEP3 XRN1 YIPF5 YTHDC1 YWHAQ ZBTB1 ZBTB2 ZBTB20 ZBTB21 ZBTB4 ZBTB44 ZBTB7A ZC3H6 ZC3H7B ZCCHC10 ZDHHC15 ZDHHC23 ZEB2 ZFP28 ZFP91 ZFX ZIC3 ZIC5 ZKSCAN4 ZMAT1 ZMPSTE24 ZMYND11 ZNF177 ZNF254 ZNF280D ZNF34 ZNF354C ZNF407 ZNF438 ZNF491 ZNF555 ZNF559-ZNF177 ZNF618 ZNF652 ZNF711 ZNF730 ZNF780A ZXDB MIR3659 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3659 AASS ABTB2 AHR AP1G1 APELA ARID5B BTBD1 C1orf56 CALML4 CCDC74B CCKAR CCNYL1 CDK2 CDNF CLCA4 CLCN4 CLDN10 CNOT6 CYBRD1 DAG1 DOCK4 ECM1 EDNRB EPHA3 FOXI2 GBP1 GDA GGNBP2 GOLGA1 GTF3C2 HPGD HTR2A IDH1 KAT2B KBTBD6 KLHL11 KYAT3 LMO4 LYSMD3 MALT1 MANEAL MCF2L2 NRN1 NSD1 NUDT12 P4HA1 PAK4 PHF20L1 PHLDA1 POF1B PRKCQ PRSS23 RASA2 RASSF9 RBM8A REL RIMBP2 RIMKLA RSRP1 SIGLECL1 SIRPB1 SLC26A4 SLCO5A1 SNX3 SORCS1 STARD3NL STK39 TBKBP1 TIMP2 TNFSF9 TRMT44 UBA3 UBTD2 ZCCHC14 ZNF367 ZNF37A ZNF772 MIR365A_3P_MIR365B_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR365A_3P_MIR365B_3P ACVR1 ADD3 ADM AFAP1L1 AMMECR1 ANKRD11 ANKRD17 ANKS1A ARHGAP12 ARRB2 BCLAF3 C18orf25 CBFB CREB5 CREBRF DDX60L DLAT DLX3 DNAJB4 E2F2 EFEMP1 EHF EPC1 ESRRA EYA2 FAM91A1 GLIPR1L2 GON7 GPC6 GRAMD1C HDAC9 HHIP HMGCS1 HOXA9 IGFBP7 IL1RAP ING3 JADE2 KANSL1 KCNJ2 KIAA2026 KLF3 KLRD1 LPAR5 LRIT2 LYSMD3 MAK MAPK1 MEAK7 MEX3A MYLIP MYLK NFIB NR1D2 NR3C2 NR4A2 NUDT3 NUFIP2 OXR1 PCNP PIK3R3 PLCB4 PPFIA2 PRLR PRPF40A PRUNE2 PTPRJ RAC1 RAPGEF4 RASD1 RGS20 RICTOR ROR1 RPS10-NUDT3 SEMA3A SESTD1 SGK1 SH3PXD2A SIAH3 SIX4 SLC30A7 SLC43A3 SNX12 SOCS5 SRGAP1 SSH2 STARD4 SYPL1 TBK1 TECPR1 TFDP1 TIAM2 TLL2 TMEM106C TMOD3 TRHDE UBAC2 UBE2D3 UBP1 UGCG UNC5D USP33 USP48 VGLL3 WDR37 WDR90 YRDC ZFP28 ZNF124 ZNF148 ZNF493 ZNF644 ZNF680 ZNF782 MIR365A_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR365A_5P ALMS1 CCDC47 CPA3 DEGS1 DUS4L EPOR GAB2 HMGA2 HOMEZ IQCK MAPT MOCS2 MYF5 NUDT12 PHC2 POGZ PRDM6 PRTFDC1 PRX RBM46 SIM2 SLC24A3 SLC37A2 SMAD2 SYT2 TANC1 UBR3 USP12 USP34 ZCCHC14 MIR365B_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR365B_5P ALMS1 ARID3B CCDC47 CPA3 DEGS1 DUS4L EPOR GAB2 HMGA2 HOMEZ IQCK MAPT MOCS2 MYF5 NUDT12 PHC2 POGZ PRDM6 PRTFDC1 PRX RBM46 SIM2 SLC24A3 SLC37A2 SMAD2 SYT2 TANC1 UBR3 USP12 USP34 ZCCHC14 MIR3660 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3660 ABHD13 ACVR2A ADAM10 AFAP1L1 AKTIP AMZ1 ANKRA2 AP3B1 ATP5MC3 BEX5 BICD1 BICD2 C11orf24 C12orf60 C16orf87 CACNB2 CEMIP CERS6 CHGB CPEB2 CSF2RB DEK DNALI1 EBF1 ELK1 ELOVL6 EPHA2 ERBB4 FAM104B FBXL20 FBXO33 FCHSD1 FNBP1L FOXJ2 FZD7 GLUD1 GRM5 HOXC8 JAG2 LATS2 LRAT LRP12 LUZP1 MAD2L2 MAGEB6 MAP3K7CL MAZ MBOAT1 MKRN1 MPRIP MRS2 NFKBIZ NFYB NUFIP2 PCMTD1 PDE6H PEAK1 PLEKHA8 PPP2CA PPP2R2D PRKD1 PROM2 RAB11A RAD51 RAD51B RAP1A RASL10B RBPMS2 RFX4 RGS7BP RHOA RNF2 RSPO4 SEC24B SEZ6L SH3BGRL2 SLAIN2 SLC25A44 SLC35F5 SMAD1 SNX12 SOCS5 SOX4 SSR3 ST7 SUSD6 TECTB TFDP2 TGFBR1 THUMPD2 TMTC2 TNFRSF11B TP53INP1 TRAF3 TRPS1 TUBB3 UNC5C USP15 VTI1A ZC2HC1A ZNF202 ZNF333 ZNF426 MIR3661 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3661 ACSBG1 AKR1B1 ANKRD27 ANXA8 ANXA8L1 APLN ARL5A ARRB1 ASH1L ATP1B4 ATP4B C1orf94 CD28 CDR2L CEP57 CLEC16A COX14 DDX23 DLX1 DYRK1A ELP1 ERICH1 FAIM2 FAM131B FAM13A FGF2 GLUL GMCL1 GPR156 HDAC2 HIC2 HS3ST3A1 ITGA9 JADE3 KBTBD2 KCNA1 KCNJ10 METTL9 NEFL NFYB NR2C2 OASL OPTC PAK6 PCDH8 PHTF2 PIM2 PPP1R14C PPTC7 PSMB2 PWWP2B RAP1B RECQL5 RNF135 RUNX1T1 SMIM17 SNX7 STAM STK40 STX6 TBX3 TGFB3 TMEM104 TOGARAM1 TOR3A TVP23A WDCP YWHAB ZNF131 ZNF385B ZNF461 MIR3662 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3662 AAK1 ABCA12 ABCD2 ABCG1 ABHD18 ACADSB ACER3 ACSL4 ACTL6A ACTR2 ACVR1C ADAM22 ADAMDEC1 ADAT2 ADD3 ADGRG2 ADNP AFF2 AFG1L AGFG1 AK4 AKAP13 ALDH5A1 ALG10B ALG11 AMMECR1 AMOT AMPD3 ANGPTL1 ANKH ANKLE2 ANKRD12 ANKRD13C ANKRD22 ANKRD27 ANKRD28 ANKRD42 ANO6 APOLD1 APP APPBP2 APPL1 ARFGEF3 ARHGAP12 ARHGAP20 ARHGAP28 ARHGAP29 ARHGAP42 ARHGAP5 ARHGEF12 ARID4A ARL15 ASB5 ASB7 ASPH ASXL1 ASXL3 ATAD2B ATE1 ATG10 ATP11C ATP8B2 ATRX B3GALNT2 B3GALT2 BAAT BACH2 BAZ2B BCAT1 BCL11A BCL2L15 BCO1 BIVM BMPR2 BMX BOD1L1 BPNT2 BRWD1 BRWD3 BTBD7 BVES C12orf50 C17orf80 C18orf21 C18orf25 C18orf54 C18orf63 C1GALT1 C1orf131 C1orf141 C21orf91 C2CD4A C2orf15 C4orf3 C5AR2 C5orf24 C8A CA8 CAB39 CAB39L CACNB4 CACUL1 CADM2 CALCRL CAMK4 CAMSAP2 CAMTA1 CBFB CBL CBLIF CBLL1 CCDC170 CCDC47 CCDC88A CCL16 CCN2 CCNC CDC14B CDC42BPA CDC42EP3 CDC6 CDH11 CDK13 CDK17 CELF2 CENPK CEP120 CEP170 CEP43 CEP68 CEP85L CERS6 CERT1 CFHR2 CFLAR CGGBP1 CILK1 CKS1B CLDND1 CLMN CLOCK CLVS1 CMKLR2 CNOT6 CNOT6L CNR1 CNTD1 CNTN1 CNTN3 COL19A1 COPG2 CPE CPEB3 CPNE3 CPSF6 CREB1 CREB5 CREBRF CREBZF CSTF2 CTAGE1 CTCF CTDSPL2 CTSV CTTNBP2NL CUX1 CXADR CXCL14 CXXC4 CYBB CYP4A22 DCAF12 DCAF8L1 DCC DCK DCUN1D1 DDHD1 DENND1B DERL1 DGKH DHX35 DHX57 DICER1 DISC1 DLG5 DMAC2L DNAJB14 DNAJC18 DNAJC9 DNAL1 DOCK7 DPP4 DPYS DYNC1I2 DYNC1LI2 EBF3 EDEM3 EDIL3 EEF1E1 EEF2K EEIG2 EFCAB7 EFNA5 EFR3A EIF1AX EIF4E EIF5A2 ELAPOR2 ELAVL1 ELK3 ELK4 ELMOD2 ELOVL5 EMSY ENDOD1 ENPEP ENPP5 ENSA EOGT EPB41L4B EPC2 EPHA3 EPHA5 EPHA7 EPM2AIP1 ERBB4 ERBIN ERLEC1 ERLIN1 ERLIN2 ERRFI1 ESCO2 ETNK1 EVI5 EXOC5 EXPH5 EYA1 F2R FAM117B FAM133B FAM168A FAM199X FAM216B FAM218A FAM81A FANCF FAR1 FARP1 FAT4 FAXC FBLN2 FBN2 FBXO38 FBXO42 FBXO43 FBXW4 FEM1C FER FERMT2 FGA FGD6 FGF12 FGF14 FGF5 FGF7 FGG FKBP1A FKTN FLNB FLRT2 FLT1 FMR1 FNDC3A FOXO1 FREM1 FRG2 FRG2C FRK FSBP FUBP3 FZD3 FZD4 GABPA GABRA4 GABRB2 GABRG1 GABRP GADL1 GALNT13 GAN GAS2L3 GCN1 GDAP2 GEM GNA13 GNB4 GNPDA2 GOLGA8H GOLGA8J GOLGA8M GOLGA8N GOLGA8Q GOLGA8R GOLGA8T GOLM2 GOPC GPATCH2L GPC6 GPM6A GPM6B GPR18 GPR34 GPR63 GRIA2 GRIA4 GRID1 GRIN3A GSK3B GTF2A1 GTF2E1 GTF2H5 GTPBP10 GUCY1A1 GUF1 GULP1 GXYLT1 HAPSTR1 HAUS2 HDAC1 HDAC2 HDAC9 HDGFL3 HDX HEATR5A HECA HECW2 HEXIM1 HFE HGF HHIP HIPK1 HIPK3 HMCN1 HNF4G HNRNPF HNRNPR HNRNPU HOOK3 HP1BP3 HRH4 HS3ST3A1 HS3ST5 HS6ST2 HSPH1 HTR2C HUS1 HYCC2 ID4 IFI44L IFIT1 IGDCC4 IGF1 IGF2R IKZF2 IKZF5 IL1A IL1RAP IL22 IMPACT INO80D INSYN2A INTS6 INTS6L IPMK IPO8 IRGQ JAKMIP2 JCAD KALRN KANK2 KAT6A KBTBD11 KBTBD8 KCNJ3 KCNK13 KCNT2 KCNV1 KDM7A KIAA0408 KL KLF12 KLF3 KLHL4 KLHL42 KLRC1 KLRC2 KMT5B KPNA1 KPNA4 KRT40 KRTAP9-3 LCLAT1 LCORL LDLRAD4 LETM2 LGALS8 LGR4 LGSN LHFPL6 LHX8 LIFR LIMA1 LIN54 LIN7A LIN7C LINC02693 LMO3 LOX LPCAT1 LRP12 LRRC8B LRRC8C LRRFIP1 LRRN3 LRRTM3 LSAMP LSM14A LTBP1 LYSMD3 LZTFL1 MAGEA8 MAN1A2 MANEA MAP2K1 MAP3K1 MAP3K2 MAP3K8 MAP4K3 MAP4K5 MAPK6 MAPK8 MAPRE2 MARK1 MAST4 MBLAC2 MBNL3 MBTD1 MBTPS2 MDN1 MED1 MEF2C MEIS2 METAP1 METRNL MFAP3L MFF MGAT2 MGAT4A MGST3 MID1 MIER1 MKX MLLT11 MLLT3 MMP16 MMRN1 MOB1B MRPL30 MSANTD2 MSR1 MSTN MTF2 MTHFD2 MTMR6 MTX3 MXD1 MYEF2 MYOZ2 NAA16 NAA25 NAA30 NAB1 NAGS NAV1 NCAM2 NDFIP2 NDN NDUFA5 NEK7 NETO1 NFAT5 NFIB NFYB NHS NID1 NIN NKRF NLN NMNAT1 NONO NOVA1 NPR3 NR2C1 NR2C2 NR2F1 NR2F2 NRG2 NRP1 NRXN1 NSD2 NUDT4 NUFIP2 NUSAP1 NXPE3 OBI1 ODF2 OGFRL1 OLFM3 OPRM1 OR51E1 ORC4 OSBPL11 OSBPL1A OSBPL3 OSGIN2 OSR2 OTP OXCT1 PABPC5 PABPN1L PAFAH1B1 PAG1 PAK2 PAK4 PALM2AKAP2 PAPOLA PAQR3 PATZ1 PAX6 PBRM1 PBX1 PCDH15 PCDH19 PCDH20 PCDH7 PCDHB16 PCGF6 PCMTD1 PCNP PCP4L1 PCSK2 PDE10A PDE12 PDE1C PDE4D PDE6C PDE8A PDS5B PDSS1 PEAK1 PERP PGAP1 PGK2 PGR PHACTR2 PHEX PHF20 PHF21A PHF3 PHF6 PHKA1 PHYHIPL PIAS2 PIGK PIGN PIK3C2G PIK3R1 PIP4P2 PKD2 PKIA PKNOX1 PLAG1 PLCB1 PLCL1 PLEKHA1 PLEKHA5 PLEKHH2 PLEKHM3 PLK4 PLXDC2 PLXNC1 PNISR POLH POTEE POU1F1 POU3F2 PPIL4 PPM1A PPM1B PPM1K PPM1L PPP1CC PPP1R12A PPP1R15B PPP1R3B PPP2CB PPP3CA PPP6R3 PRDM5 PREPL PRKAA1 PRKAA2 PRKACB PRKCE PRKG1 PRKG2 PRLR PRPF39 PRPF40A PRR16 PRRG1 PRTG PSD3 PSMA8 PSMC2 PTAR1 PTGDR PTGR3 PTPN2 PTPN22 PTPN4 PTPRB PTPRD PTPRF PTPRJ PTPRS QSER1 R3HDM2 RAB18 RAB21 RAB27B RAB28 RAB3C RAD1 RADX RAG1 RALGAPA1 RALGPS1 RANBP3L RAP1A RAP2B RAP2C RARA RASSF8 RB1CC1 RBFOX1 RBM22 RBM7 RBMS3 RBPJ RC3H1 RCOR3 RDX REEP3 REPS2 REST RETREG2 RFT1 RFX7 RHBDD1 RICTOR RIMOC1 RIPOR2 RLIM RNF144B RNF169 RNF170 RNF2 RNF217 RNGTT RO60 ROBO1 ROR2 RORA RP1 RP2 RPS6KA6 RSBN1L RSKR RTF1 RTKN2 RUFY2 RUNDC3B RUNX1T1 SAMD4B SAMD8 SAMSN1 SAR1B SASS6 SAXO2 SBNO1 SCAI SCML2 SCN11A SCN1A SCN3A SCN8A SCYL2 SDHC SEC22C SEC62 SEH1L SEL1L SELENOI SEMA3A SEPHS1 SEPTIN10 SEPTIN11 SERPINB13 SETD7 SEZ6L SF3A1 SFPQ SGCB SGIP1 SH2D4B SH3D19 SH3TC2 SHC4 SHROOM4 SIKE1 SIPA1L1 SIX4 SLC16A7 SLC1A2 SLC25A46 SLC2A10 SLC30A4 SLC30A7 SLC35D1 SLC35F1 SLC35G1 SLC39A10 SLC44A1 SLC44A5 SLC5A12 SLC6A15 SLC7A11 SLC8A1 SLC9C2 SMAP1 SMARCA2 SMARCAD1 SMIM13 SMURF2 SNAP29 SNRNP40 SNTG1 SNX13 SOCS4 SOGA3 SORT1 SOX21 SOX30 SOX6 SP3 SP8 SPCS3 SPDYE1 SPDYE3 SPDYE5 SPDYE6 SPOCK3 SPON1 SPTBN1 SPTY2D1 SRBD1 SREK1 SRGAP1 SRGAP2 SRP72 SRSF1 SRSF10 SRSF2 SSB SSH2 SSPN ST13 ST8SIA6 STAG1 STAG2 STAM STARD4 STAU1 STOX2 STRIP2 STRN STT3B STXBP5 SUPT4H1 SVIL SYNCRIP SYNPO2 SYT1 SYT14 TAB3 TAFA2 TAOK1 TASOR TASOR2 TBC1D12 TBC1D32 TBCB TBK1 TCF20 TCF7L2 TCFL5 TCP1 TEAD1 TEDDM1 TENM1 TENM3 TENT4B TFDP1 TFEC THAP12 THBS1 THEMIS2 THOC2 THSD7A TIAM2 TIGAR TIMM21 TLCD4 TLX1 TMEFF1 TMEM135 TMEM144 TMEM182 TMEM241 TMEM245 TMEM33 TMEM47 TMEM59 TMF1 TMPRSS11B TMTC3 TMX4 TNFRSF11B TNFRSF9 TNPO1 TNRC6B TOMM20 TOR1AIP2 TOX TP53INP1 TPCN1 TRAF3 TRAK2 TRIM22 TRIM23 TRIM25 TRIM33 TRIM36 TRIM6 TRIM9 TRPC3 TRPM1 TRPS1 TSHZ1 TSHZ2 TTLL7 UBE2D1 UBE2D2 UBE2E2 UBE2J2 UBE2K UBE2Q2 UBE2QL1 UBE4A UBR1 UBR5 UCKL1 UGT1A1 UGT1A10 UGT1A3 UGT1A4 UGT1A5 UGT1A6 UGT1A7 UGT1A8 UGT1A9 UGT8 UNC13C UNC80 UPP2 USP15 USP44 USP53 UTRN UTY VAPB VKORC1L1 VPS13A VPS36 VSIG1 VSX1 VWA8 WDR20 WDR26 WNT5A WWTR1 XG XIAP XK XPR1 XRN1 YAP1 YIPF5 YIPF6 YME1L1 YY2 ZBTB1 ZBTB10 ZBTB2 ZBTB20 ZBTB24 ZBTB44 ZBTB6 ZBTB7C ZC3H12C ZC3H8 ZC4H2 ZDHHC2 ZDHHC3 ZEB1 ZEB2 ZFAND6 ZFHX4 ZFX ZIC3 ZIC4 ZKSCAN8 ZMAT3 ZNF148 ZNF197 ZNF227 ZNF236 ZNF260 ZNF264 ZNF268 ZNF273 ZNF326 ZNF385B ZNF420 ZNF451 ZNF507 ZNF510 ZNF608 ZNF619 ZNF649 ZNF737 ZNF800 ZNF84 ZPLD1 ZSCAN9 MIR3663_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3663_3P ADA ADAMTS2 AHNAK AIMP2 AK1 ALS2 ANK3 AP1G1 ATRN B3GNT5 BMF C1QL4 C1QTNF6 CA3 CACNA2D2 CASP2 CCDC186 CCDC8 CD151 CDC42 CDC42SE1 CDKN1A CHL1 CHSY1 CLEC1A CMPK1 CNPY4 COL11A1 COL22A1 COL27A1 COL4A4 CREBRF CRISPLD2 CTDSPL2 DCAF7 DLG5 DNMT3B DTX4 DUSP4 ENSG00000230707 ETV4 EXOC4 FAM124A FAM13B FKBP1B FREM2 FRMD4B GID4 GNB4 GRPEL2 GXYLT2 HAPSTR1 INO80D ITPRIP KCTD15 KDM6B KLHL18 LAMTOR1 LDLRAD3 LENG9 LRFN4 LTBR MAML1 MATCAP1 MICB MINAR1 MLXIP MMP15 MRO MSANTD3-TMEFF1 MTX3 MYORG NFKB1 NID1 NIPAL4 NNAT OSBPL11 OXR1 P2RY6 P3H4 PAN3 PATZ1 PGM3 PLEKHF2 PLP1 POGLUT2 POLE3 PPM1E PPP1R13B PRICKLE2 PTPN1 R3HDM4 RAB5A RAPH1 RASSF4 RGS4 RIMKLB RNF138 RNF214 RUSC2 SEC24D SEPSECS SET SETDB2 SH3BP5L SH3GL1 SIAH3 SIPA1L2 SLC16A1 SLC25A13 SLC25A53 SLC26A11 SLC7A6 SNRK SNX24 SPPL2B STRN3 TBC1D7 TET2 THAP8 TKT TMEFF1 TMEM117 TMEM151B TMEM169 TMTC3 TOMM20 TRAF3 TRIM37 TRPV4 TUBB2A UNK USP37 VIPAS39 VSIG1 YPEL2 ZBTB10 ZCCHC3 ZFP91 ZFYVE26 ZKSCAN4 ZNF507 ZNF516 ZNF783 MIR3663_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3663_5P ADPRHL1 ARL6IP1 ATP2B4 BAZ2B BTRC C1orf94 CBFB CD4 EML5 EPB41L2 EPN2 EVC FER G3BP2 GRIK3 INSYN2B KCNK10 KCNN3 KLK10 LIN28A MANEA MEIS2 MXRA7 NAT9 NFE2 NFIB NPTX1 NRSN1 PALM2AKAP2 PAN3 PHYKPL PLEC POLR2D RAD21 RAD9A RBM20 REEP1 RSBN1 SELENOT SH3TC2 SLC11A2 SMARCE1 SORBS3 SYNJ2BP TBC1D12 TBL1X TMEM168 TMEM184B TMPO VAPA VASH1 XYLT1 YBX1 MIR3664_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3664_3P ACOT8 ADK AFAP1L2 AFG1L AGPS AHCY AHNAK AKAP12 AP3S1 ARF4 ARIH1 ARL14 ASB8 ATF7IP2 B4GALNT1 BEAN1 BPNT1 BTBD7 BTN2A2 C1orf210 CAMLG CAP1 CASTOR2 CCDC107 CCDC88A CD93 CDH19 CECR2 CEP72 CHAD CMTR1 COL6A5 COLQ COPZ1 CRTC1 CSMD3 DAZAP1 DCAF10 DHRS13 DMRT2 DNAJB9 DNM1 DPP8 E2F7 ELL3 EML6 ENTPD5 EPGN ERGIC2 F2RL2 FAAP24 FAHD2B FAM98C FBN1 FBXO28 FNIP1 GALNT15 GLI2 GPC6 GUCY2C IL22RA1 INTS14 IRAK3 IST1 KCNB1 KCNU1 KLHL12 KY LCK LINC03043 LLCFC1 LRRC20 LRRC61 MAP4K2 MB21D2 MCL1 MFAP3 MTMR4 MTUS1 NAA20 NCAPH NCR3 NFAT5 NFYA NGDN NRARP NTRK3 ORAI2 PATL1 PCDHB5 PDP2 PGM3 PI4KB PID1 PIGA PLA2G5 PMS1 PNMA2 POMGNT1 PPP2R5E PRR3 PRX PSIP1 PURA PUS10 PUS7 RAB6B RAB9B RELCH RET RFC3 RGS4 RHOG RIDA RNF4 ROCK2 RPS3A RSF1 S100A7A SARM1 SDC3 SERAC1 SETD7 SGMS2 SIRPG SLC23A2 SLC29A3 SLC2A1 SLC6A17 STEAP2 STK17B STRA6 SV2B SYNRG TAFA5 TCTA THOC2 TKT TMEM191B TMEM191C TMEM201 TMEM267 TMEM50B TNFSF8 TOX3 TSPYL6 TUB UBQLNL UGT2B7 UNC5D ZBTB20 ZKSCAN4 ZNF592 ZNF860 ZSWIM5 MIR3664_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3664_5P ACVR2B ADGRL2 ANKRD49 ATP1B3 BCOR BMPER C18orf25 C2orf49 CA2 CALCR CAMTA1 CAMTA2 CC2D1B CCDC152 CCSER1 CD1E CDC27 CEP120 CFHR5 CNOT6L COL6A1 CRISPLD1 CYP27C1 CYP39A1 DNAJA2 DNAJC16 DPP10 DYNC2H1 EFCAB5 GABARAPL2 HLF HPS5 HSD17B6 ITGB6 ITK KCND2 KIF13A KLHL36 LIX1 LRRTM3 MEI4 MTDH NCOA3 ORC4 PGS1 PIK3R1 PPFIA1 PRR23E PRTG PTPN11 PTPRJ RAB3GAP2 RASGRF1 RHAG RIPOR1 SAMD12 SCAI SETBP1 SGCB SLC22A3 SLC30A1 SLC30A4 SLC35B4 SLC45A3 SLC4A4 TJP3 TMEM185A USP12 VPS13A WWTR1 ZMYM5 ZNF532 ZNF572 ZNF655 MIR3665 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3665 ABCG4 ABR ADAMTS19 ADGRA1 ALPK2 ANGPT2 AREL1 ARHGAP10 ASIC2 ATG9A ATP9A BOK BTG1 CDIN1 CFL2 CLOCK COL8A2 CXCL13 CYP2C8 DESI2 DIPK2B DOP1A DPYSL2 ELAVL4 EPB41L3 F13A1 FAM53A FBXO31 FUT6 FXN GIT1 GRAMD1B GRB14 HAUS5 KCND2 KDM4A KRT71 KSR2 LBH MAGIX MAPK1IP1L MARCHF4 MLLT10 MORN2 MYH9 NDFIP1 NRG2 ONECUT1 PDPK1 PPAN-P2RY11 PPP1CB PTPRT QSOX2 RAP2A RNF10 RYBP SCAI SFMBT1 SLC4A5 SLC9A7 SOX21 STK38L STRIP2 TEAD3 THBS1 THSD7A TIPARP TMED3 TMEM120B TMEM178B TMEM250 TNN TRIAP1 TRIO TSHZ1 TSHZ2 WIPF2 ZFP41 ZNF397 ZNF792 MIR3666 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3666 AAK1 ABCB7 ABCC5 ABHD3 ABRAXAS2 ACBD3 ACBD5 ACSL1 ACSL4 ACVR1 ADAM12 ADCY1 AGFG1 AGO1 AGO4 AKAP1 AKAP11 AKIRIN2 ANKIB1 APCDD1 APPL1 AR ARAP2 ARHGAP1 ARHGAP12 ARHGAP21 ARHGEF26 ARHGEF4 ARL6IP1 ASXL2 ATG14 ATG16L1 ATP12A ATP6V1B2 BAG5 BAHD1 BHLHE41 BLCAP BMP3 BMPR2 BMT2 BPTF BRWD1 BRWD3 BTAF1 BTBD3 BTBD7 BTF3L4 BTG1 C2orf15 CALM2 CAMSAP2 CAPRIN2 CASD1 CBFB CBLB CBX6 CBY1 CCDC126 CCDC6 CCNY CD2AP CD69 CDK19 CDS1 CENPO CEP170 CFL2 CGGBP1 CHD5 CHST1 CIT CLCN3 CLCN5 CLIP1 CLTC CNOT4 CNOT6 CNOT7 CPEB1 CPEB3 CRACD CSMD1 CUL3 CYP2U1 CYSLTR1 DAAM1 DCAF8 DCBLD2 DCUN1D3 DDX6 DENND10 DENND4C DGKE DIAPH3 DICER1 DLC1 DLG5 DLL1 DNAJC16 DNAL1 DOCK3 DPYSL2 DSEL DSG1 DYNC1LI2 DYNLL2 EBF3 EDN1 EGLN3 EIF4E2 ELK3 EMX2 ENPP5 EOGT EPC2 EPS15 ERBIN ERCC4 EREG ERP44 ESR1 FAM104A FASTK FAT3 FBXO28 FBXO48 FERMT2 FIBIN FMC1 FMR1 FOSL1 FOXF2 FRMD6 FRZB FSD1L FSTL5 FUT9 FYN FZD6 G0S2 G3BP2 GADD45A GAREM1 GJA1 GTF2H1 HCFC2 HECA HECW2 HEG1 HIVEP2 HOXA3 HOXD1 HPRT1 HS3ST5 HSPA8 IGF1 IL15 IL1RAP IMPDH1 ING2 INO80 INSIG1 IRF1 ITGB8 ITPR1 ITPRIPL2 JADE1 JARID2 JMY KBTBD8 KCNA4 KDM2A KIAA1191 KIF13A KLF7 KMT2C KRTAP26-1 LCORL LDAF1 LDLR LDLRAD4 LGALSL LMLN LONRF3 LPGAT1 LRIG1 LRP12 LRP2 LRP6 LRP8 LRRK2 LRRTM2 LSMEM1 LY75 MACIR MAF MAP3K12 MAP3K20 MAPK1 MB21D2 MBD2 MBNL1 MBNL3 MDFIC MDM4 MECP2 MEMO1 MET MFSD6 MID1IP1 MIER1 MIGA1 MIGA2 MLLT6 MMGT1 MPHOSPH9 MSMO1 MTCL1 MTMR10 MYBL1 NABP1 NACC2 NALF1 NCKAP5 NECTIN3 NEUROG1 NFIA NFIB NHLH2 NPAT NPEPL1 NPNT NRBF2 NSD3 OSBPL6 OTUD3 PAK6 PAN3 PCNX1 PDIK1L PDZD11 PEX5L PGM2L1 PHACTR2 PHAF1 PHF12 PHF14 PHF20 PIGA PIK3C2A PIK3CB PIKFYVE PIP4P2 PLAA PLCB1 PMEPA1 POP7 POU3F2 POU4F1 PPARG PPFIA2 PPP1R15B PPP6R2 PRKAA1 PRKD3 PRUNE2 PSAP PSD PTP4A1 PTPN4 PTPRG PURG R3HDM1 RAB12 RAB30 RAB5A RACGAP1 RAD51B RAI2 RALGPS2 RAP2C RAPGEF4 RASD1 RBBP8 RBM25 RFX7 RNF145 RNF216 RNF38 RO60 ROBO2 RPS6KA5 RRAGD RTCA RTN1 RUNX3 SALL3 SAMD8 SAR1B SBF2 SBNO1 SCUBE3 SECISBP2L SEL1L3 SERBP1 SERINC3 SFMBT1 SH3D19 SHANK2 SIX4 SKIDA1 SLAIN1 SLC2A4RG SLC44A1 SLC6A6 SLMAP SMARCD2 SMOC1 SNIP1 SNX2 SNX31 SNX5 SOCS5 SOS2 SOX4 SPART SPATA2 SPEN SPHK2 SPOCK1 SPTY2D1 SRSF2 ST18 ST8SIA5 STIM2 STON2 STX6 SULF1 SYBU SYT6 SZRD1 TAFA1 TANC2 TBL1XR1 TENT2 TES TET3 TEX2 TFCP2L1 TGFBR1 TGFBR2 THOP1 THSD7A TLCD3A TMEM250 TMEM50B TMOD1 TNRC6C TOGARAM1 TRIM2 TRPC3 TSC1 TSHZ1 UBA3 UBB UBE2D2 UBE2W UBE3B UBXN2B ULK2 USP13 USP28 USP33 USP8 VGLL4 VPS13D VPS37A WDFY3 WDR20 WDR33 WDR47 WEE1 WNK1 YTHDF2 ZBTB18 ZBTB20 ZBTB4 ZEB2 ZFYVE26 ZFYVE9 ZMAT3 ZNF107 ZNF217 ZNF594 ZNF609 ZNF800 ZNF862 MIR3667_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3667_3P ABR ADGRF5 AFDN AGAP1 AHCYL2 ALKBH5 AMER1 APH1A ARF6 ARHGEF26 ATP1A2 ATXN1L ATXN7 BCL2L13 BICD2 BICRAL BRPF3 C3orf33 C5orf22 CA12 CAAP1 CASTOR3P CBL CCBE1 CCDC182 CCDC62 CDAN1 CDC14A CDC42 CDCA3 CDK14 CEACAM1 CEP350 CEP41 CHD1 CHODL CHST11 CLMP CMKLR2 COLEC10 COMMD10 CT62 CXCL10 DCAF8 DCDC2 DNAJC25-GNG10 DTHD1 DYNC1LI2 ENOSF1 ENSA ENTREP1 ETS1 FAM53C FGF5 GNG10 GNG11 GPR26 GPR68 H6PD HAS2 HCFC2 HERPUD1 HIPK2 HRAS IBSP IGFBP2 JHY KCNAB2 KCNRG KDR KIAA0513 KLK7 KSR2 LEP LGALSL LHFPL6 LPP LRIF1 LRRC49 LSAMP MARCHF3 MBD5 MC2R MGAM2 MLEC MLLT6 MOSPD1 MRAS MTMR3 MUCL3 N4BP2 NAV1 NCOR2 NDUFB4 NECAP2 NEGR1 NFE2L1 NKD1 NMNAT2 OAT ORMDL1 OXR1 PALLD PAPPA PARP1 PFKFB2 PITPNB PLCXD3 PLXNA2 POP1 POU2F1 PPM1N PPP1R1C PRDM4 PRKD3 PTCH1 RAB11FIP4 RND1 RPUSD4 SDK1 SELENOW SEPTIN10 SHC3 SHISAL1 SIRPA SLC43A2 SNX29 SPEG SSTR3 ST6GALNAC3 STC2 STRN STX2 TAB2 TBC1D16 TBX18 TET3 TGFBR1 TNRC6B TOR1A TSC1 UBE2I UNKL UPRT VANGL1 WFDC13 YTHDF3 ZFP42 ZFP91 ZKSCAN7 ZNF516 ZNF81 MIR3667_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3667_5P ACACA ADAT2 AKT3 ANKRD28 APP ASB13 ATP2B1 BTBD9 C10orf67 CAMK2D CBX3 CCT6B CDC6 CHN2 CLDN12 CMTM6 COQ2 CSTF3 DIRAS2 ELAC1 EMC4 EPB41L1 EYA4 FRRS1 GCNA HEATR4 HOXD10 INSIG1 KCNN3 KDM5D LCT MFSD14A MYCBP NEURL1B NRIP1 NUP98 OSGEPL1 PLEKHB2 PNLIPRP3 PPP2R2B PTCHD1 PTPRK RBFOX1 RIC3 SEMA3C SLC22A3 SLC35D1 SNAPC3 SOX6 SP4 SPO11 STON2 TWIST2 VPS72 YBX1 ZNF521 ZNF718 MIR3668 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3668 AADAC ABCD2 ADD3 ADGRB3 ADGRL3 ARL14EP ARL6IP6 AUTS2 BTBD3 C5orf47 CASZ1 CCDC125 CD164 CDK8 CFAP20DC CFDP1 CLCN3 CSRNP1 DCUN1D1 DDX5 DNAH8 DOCK9 DPP4 DUSP4 EPHA7 EVI2B FAM104B FAM241A FAM3C FHL1 FKBP7 FRG2 FRG2C FRMD5 FYB2 GADL1 GALNT11 GCLC GK GLI2 HIPK1 HSD17B11 INSM1 KCTD9 KLHL31 KRT222 LONRF3 LRP1B LSM8 MEDAG MEX3B MREG MTMR2 NAALADL2 NAMPT NEMP1 NKAIN2 NSMAF NUFIP2 NUP133 PAPSS1 PCSK6 PEA15 PGAP6 POU3F2 PPBP PRKCB PSMA2 PTGER3 PTPN22 RBM4 RGS5 RHBDD1 RORA RUFY2 RUNDC3B SCN9A SDE2 SEMA3E SENP5 SLC12A1 SLC22A24 SLC26A11 SMAD5 SNX20 SP4 SRPK1 SRSF9 STC2 STRN SUB1 TOGARAM1 TPM4 TRHDE TSPYL5 UBXN4 USP47 VEGFA VIP WDR5 YAF2 YTHDC1 YWHAQ ZFP64 ZNF148 ZNF644 ZNF664 MIR3670 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3670 ACVR2B ADAM23 ADCY3 AGAP1 BFAR C11orf87 CAMK1D CBX4 CDH2 COL19A1 CPEB3 DTD2 EPB41L5 EPHA10 FAM98A GLCCI1 GRPEL2 HGF IGFBP3 IQGAP3 IRF2 ITGAL KCNT2 KDM2B KLHL6 LINC02693 MEAK7 MTM1 NAA16 NR2C1 NTF4 OCIAD1 OTOP3 PAFAH1B1 PCSK9 PEX19 PHTF2 PRKACB RETREG3 RHOG RMI1 RNF126 SGPP1 SLA SNAP91 SRP72 ST18 SUPT6H TARDBP TTC21B UPK1A VGLL3 ZNF132 ZNF275 ZNF316 MIR3671 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3671 AAK1 ABCC10 ABCC4 ABHD13 ACAP2 ACER3 ACKR3 ACOD1 ACSL4 ACTR3 ACVR2A ADAT2 ADD3 AEBP2 AFDN AFF4 AGAP1 AHR AK7 AKAP11 ALAD ALG10B AMD1 ANGPT1 ANK2 ANKRD17 ANKRD44 AP1AR API5 APOOL ARF6 ARFGAP3 ARHGAP19 ARHGAP32 ARHGAP42 ARHGAP5 ARHGEF12 ARID2 ARL5A ARL5B ARX ATG4A ATP11A ATP11C ATP13A3 ATP5F1C ATP7A ATXN3 ATXN7 BACE2 BANK1 BCL7B BDP1 BICC1 BIRC6 BLOC1S5 BLOC1S6 BMPR2 BNIP2 BNIP3L BOD1L2 BRI3 BRWD3 BTLA C14orf39 C1orf56 C2CD6 C2orf68 C2orf88 C8orf34 CACNA1B CACNA2D1 CADM2 CASK CAST CBFB CBX3 CCDC121 CCDC141 CCDC34 CCDC71L CCNT2 CCNY CCNYL1 CCZ1B CD302 CDC37L1 CDIN1 CDK13 CDKN2AIP CEACAM5 CEACAM8 CERS3 CFTR CHEK1 CHIC1 CHKA CHM CHORDC1 CHUK CLCN6 CLDN22 CLPX CLVS2 CNOT6 CNOT8 CNST CNTN1 CNTNAP3B COL11A1 COL12A1 COMMD2 COX5A CPNE3 CPSF6 CREB5 CREBZF CREM CRLF3 CRYZL1 CSN2 CT45A1 CUL4B CWC22 CXCL14 CXCL8 CYP2U1 DCAF8L1 DCUN1D3 DCUN1D4 DCX DDHD1 DDX5 DENND1B DENND5B DFFB DHX15 DICER1 DIP2B DIPK2A DISC1 DKK2 DLGAP1 DMD DMXL1 DNAJC12 DNAJC3 DNAJC9 DNM3 DOCK10 DOCK5 DPP10 DPP8 DTHD1 DTL DUSP12 DYNC1I1 E2F6 EDNRA EGF EIF1AX EIF2S1 EIF3A EIF4A2 EIF5A EIF5B ELAVL2 ELK4 EOGT EPB41L2 EPHA5 EPHA7 ERAP2 ERC2 ERCC6L2 ERF ESM1 EXOC5 F13B FAF2 FAM104A FAM110B FAM114A2 FAM120A FAM124A FAM13B FAM13C FAM168B FAM169A FAXC FBLN5 FBXL17 FBXO11 FGF12 FGF7 FLT1 FMR1 FN1 FNDC3A FOXF1 FSD1L FSD2 FSIP1 FUT10 FUT9 FYTTD1 FZD6 GABRA2 GABRA4 GCOM1 GDA GEM GFPT1 GGCX GJA1 GJB2 GLRB GNA13 GNB5 GNE GOLGA3 GOLIM4 GOSR2 GPC6 GPHN GPM6A GPR37 GPR88 GSKIP GSPT1 GSPT2 GTF2H3 GTF2I GUCY1A2 HDAC9 HECA HEMGN HK2 HMGB1 HNRNPR HOOK1 HOXA3 HOXA7 HOXD3 HOXD8 HS3ST5 HSPA13 HTR1F ICE2 IFNG IGF1 IGF2BP3 IGIP IGSF8 IKBIP IMPA1 INSM1 INTS13 IPO11 IQGAP2 IRX2 ITGAV ITGB8 ITM2B ITPRID2 IVNS1ABP IYD JAG1 JMY JRKL KALRN KATNAL1 KCNC2 KCNG3 KCNQ3 KCNQ5 KCNT2 KCTD6 KIAA1210 KIF21A KLF12 KLF6 KLHL28 KLHL31 KLHL9 KRBOX5 LCOR LGALS8 LHCGR LHFPL6 LIN7A LMAN1 LMO7 LRCH1 LRCH2 LRP11 LRP2BP LRP6 LTN1 LY75-CD302 LYPLA1 LYPLAL1 LYSMD3 LZIC MAB21L1 MAD2L1 MAGI3 MAN1A1 MAP1B MAP3K1 MAP3K2 MAP3K7 MAP9 MAPKAP1 MARCHF7 MARF1 MARK1 MB21D2 MBTD1 MCC MCTP2 MDGA2 MDM4 MEDAG METAP1 MGAT4A MID2 MIER1 MIGA1 MKRN1 MMP16 MMRN1 MORN2 MOSPD1 MPP4 MSI1 MSX1 MTMR2 MTMR9 MTX3 MYMX MYO1D NAA30 NAA50 NAB1 NCKAP1 NDUFA5 NECAP1 NEK1 NEK7 NIBAN1 NINL NIPSNAP3A NIPSNAP3B NLRC3 NMBR NPM1 NR1D2 NR4A3 NRBF2 NRG3 NSUN6 NUAK1 NUFIP2 NUS1 ONECUT1 OPRM1 OSBPL8 PABIR2 PABPC4L PACSIN2 PALS1 PAPOLG PAQR5 PARP8 PAX5 PCDH15 PCDH19 PCDH20 PCMTD1 PDE1C PDE7A PDHB PDIK1L PDK3 PDLIM5 PDXDC1 PGAP2 PGM2L1 PGRMC2 PHF12 PHTF2 PI15 PIK3CA PIP4P2 PKN2 PLCB1 PLSCR1 PLSCR4 PNPLA4 POGK POGLUT1 POLR2M POU2F1 PPM1B PPP2R2A PPP3R1 PRDM1 PRKACA PRKACB PRKG1 PROX1 PRPF38B PRPF4B PRR32 PRRC2B PRRC2C PRTG PSG1 PSMD11 PSMD14 PTBP3 PTGER2 PTPDC1 PTPN12 PTPN22 PTPN4 RAB12 RAB2A RAB3C RAB6B RAB8B RABGEF1 RAG1 RALBP1 RALGPS2 RAN RAP2C RAPGEF6 RASA2 RBBP6 RBMS3 RC3H1 RCBTB1 REEP1 REEP3 REPS2 RFX3 RIF1 RIMS2 RLIM RNF38 RNF4 RNF7 ROBO1 RORA RUBCNL S100PBP SANBR SARAF SCAI SCCPDH SCFD2 SEC23A SELENOI SEMA3A SEMA3D SERINC1 SFMBT2 SGPP1 SGTB SHISA9 SHMT1 SHROOM4 SI SLC16A1 SLC16A7 SLC18A2 SLC1A2 SLC1A3 SLC1A4 SLC25A24 SLC25A25 SLC2A2 SLC30A7 SLC35F3 SLC38A4 SLC66A1L SLK SMAD2 SMAD5 SMARCAD1 SMC5 SNTG1 SORL1 SOX2 SOX6 SP1 SP8 SPAG6 SPATA13 SPATA22 SPATS2L SPDYE3 SPIRE1 SPOCK3 SPRED1 SPRY2 SRRM4 SRSF10 SSMEM1 ST3GAL5 ST8SIA4 STK32B STOML2 STOX2 STT3B STX12 STXBP5 SUCLA2 SUCO SUPT3H SUZ12 SYNRG SYPL2 SYT4 TAF5L TARDBP TBC1D1 TCTN1 TDG TDRD15 TDRD3 TDRD6 TECRL TENM1 TENT5A TET1 TEX10 TGFBR1 THAP2 THAP6 THSD7A TIAL1 TIPARP TLCD4 TLK2 TLR7 TM7SF3 TM9SF1 TMED4 TMED7 TMEFF2 TMEM106B TMEM165 TMEM192 TMEM229A TMEM26 TMEM33 TMEM38B TMEM59 TMF1 TMPRSS4 TNFAIP8 TNRC6A TNRC6B TOX TPGS2 TPRX1 TRA2A TRAK1 TRAPPC13 TRIM5 TRIM71 TRIP12 TRMT61B TRPA1 TRPC1 TRPC5 TSFM TSPAN12 TSPAN13 TTC33 TTC39B TYW5 UBASH3B UBE4A UBLCP1 UBQLN2 UBXN2B UFL1 UNC5D USH2A USP1 USP54 USP9Y VEZT VGLL3 WASF1 WASHC4 WBP2 WDR17 XKR9 XPOT YAE1 YPEL5 YWHAZ ZBTB21 ZBTB33 ZBTB41 ZC2HC1A ZC3H11A ZC3H12C ZCCHC10 ZCCHC12 ZCCHC2 ZCRB1 ZDHHC14 ZDHHC21 ZEB2 ZFC3H1 ZIC2 ZMYM2 ZNF250 ZNF280B ZNF284 ZNF354C ZNF384 ZNF449 ZNF45 ZNF451 ZNF518A ZNF527 ZNF546 ZNF648 ZNF711 ZNF770 ZNF827 ZPBP ZSWIM2 ZXDC MIR3672 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3672 ABCB10 ANTXR1 ARHGAP29 BMPR2 BZW1 CALCRL CCT6B CDK2AP1 CHL1 CHRNA9 CNTN1 EIF4A2 EMP2 EPB41L4A ETV5 FAM107B FRMPD4 FXR1 GASK1B GPATCH2 HDAC9 HRH4 KAT6A KHDRBS2 KIRREL1 KMT2C MAP1A MAPK3 MRPS18B MTARC1 MTCH2 PLA2R1 POT1 PUM1 RBM8A RFLNB RIMBP3B RPL13 RSKR RSPRY1 STK39 SV2B USP15 USP22 VSNL1 ZBTB41 ZNF331 ZNF443 ZNF662 MIR3674 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3674 ABCC9 ABHD12B ALG10 ANKRD27 ANKRD6 ANKRD7 ATP8A1 BEND6 BRWD3 BTN3A1 CCDC125 CD164 CDC37L1 CIAO2A CLDN4 COL12A1 COL19A1 COL6A6 CRIM1 CROT CTNNA2 CTTNBP2 CYP39A1 CYTIP DACH1 DDX21 DENND2C DNAJB7 DNAJC15 DNAJC3 DOCK5 DSCAM EFCAB2 EGFR ELMOD2 EPHA5 EPOR ETNK1 FAM174A FBXL17 FMN1 FMNL2 FSHB GABARAP GABRR1 GIT2 GPD2 HNRNPR HTR2C IGFBP7 IKZF5 IL1RAP ITCH KIF2A L2HGDH LCOR LGALSL LYPLA1 MAP10 MAP7 MIER3 MOGAT3 MTMR9 MYOM1 NEGR1 NIF3L1 NIT1 NLRP1 NOL4 NR1D2 NUP155 PABIR2 PARM1 PCYOX1L PDCD4 PDE1A PDXDC1 PGM2 PLS1 POGZ PRICKLE2 PYROXD1 RAB21 RAPGEF4 RB1 RD3L RFTN2 RIC8B RNF212 RP1L1 SCAMP1 SEMA5A SH3BP4 SH3YL1 SHE SLAIN2 SLC12A1 SLC22A2 SLC30A7 SLC6A15 SMARCC1 SMPD3 SNRPA1 SOCS4 SPPL2A SYF2 TCHP TDRD15 TLE1 TM4SF4 TMSB15B TNFAIP6 TRAF3 TRIM5 TRMT11 TVP23B TVP23C UNC5C VAPA VWA8 ZCCHC14 ZNF138 ZNF239 ZNF333 ZNF512B ZNF626 ZNF829 ZNF99 MIR3675_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3675_3P ACSL6 ACYP1 ADAMTS2 ADGRG4 ADM ADRB2 AGFG1 ALCAM ANXA1 ATP7A BCAT1 BCL2L11 C1orf109 CAMTA1 CASK CASZ1 CDRT4 CISD2 CNTN1 CPOX DCLK1 DKK2 DNAJB4 DNAJC25-GNG10 EIF2AK3 ENAH ENC1 ENSA EPB41L1 ERO1B FAM151B FAM199X FAM20A FLT1 FZD3 FZD7 GAB1 GNG10 GOLPH3L H2AZ2 HDDC2 IQCJ-SCHIP1 KIAA0825 LGR5 LHFPL1 LIMA1 LURAP1 LYRM7 MAFK MCTP1 MMP12 MPLKIP MSH4 MTFMT NDNF NONO NPR3 ORC2 OTUD6B PCLO PDP2 PHF8 PIKFYVE PRNP PSTPIP2 RB1 RBFOX1 RNF146 RTKN2 SAMD4A SAMD9 SCN7A SCN8A SEC61G SGO1 SLC1A3 SLC4A8 SLC50A1 SMAD1 SMIM3 TAC1 TENM3 TRAPPC9 TRIL TVP23C-CDRT4 USO1 USP12 ZC3H12C ZNF225 ZSCAN12 MIR3675_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3675_5P ABHD4 AMFR ARHGAP24 ARHGAP32 ARHGAP6 BBS4 CELSR2 EPB41L5 EPHA4 FGF13 FGFR2 GALNT6 GIMAP4 JADE3 KLHL23 KNTC1 MAMLD1 MARCHF1 NEUROD4 NFATC2IP OAS1 PATL1 PHLPP2 RALGAPA1 RAP1B RTL5 SGTB SLC22A23 SNAPC2 SYNPO2L TESK2 WIPF1 XRCC4 ZFP64 ZNF101 ZNF189 MIR3677_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3677_3P HAS3 HAUS6 MS4A2 SF3B6 VGLL2 MIR3677_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3677_5P ATP11A CALN1 CANX CDON CHRNE CMPK1 CYP27B1 DHH DPY19L2 GNPNAT1 GPC4 HMGB1 IDE MAP3K8 MIB1 MN1 P2RY13 PELI2 POU2F2 RAB10 RAB41 SMARCAD1 SNRNP70 STK17A TUT7 UBE4A ZNF615 MIR3678_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3678_3P AAK1 ABLIM1 AGO1 ALOX12 AMPH ANKRD53 APBA1 AR ARGLU1 ARL13B ATP2A2 BHLHE22 BPIFB1 BTBD8 BTRC C9orf152 CAMK1D CDH17 CDK14 CFAP221 CNTN4 COL5A2 COPS3 CYP4Z1 CYP7B1 DOK5 DYRK2 EDEM3 ERBB4 ETV1 FAM120A2P FNDC1 FOXN3 GABBR2 GAPVD1 GGCX GIGYF2 GLRA1 GNAS GPATCH2L GPR158 GRIN3A GRIPAP1 GTF3C4 HYCC2 ID4 ITPR1 KCNE4 KHDRBS1 KIF11 LAMA4 LDLRAD3 LRRN1 LTBP1 LYSMD4 MED13L MLLT3 MMP13 MMP16 MRPS21 MS4A7 MSI2 MYH10 NBEAL1 NFYB NHERF2 NLRP1 NOVA1 OCLN ONECUT2 OPRM1 PANK2 PCNA PDS5B PHKG2 PLP2 POLE4 PPM1E PPP1R3D PRRT2 PRTG PRXL2B RAB10 RAB1A RC3H1 RFTN2 RND3 RNF215 RPS6KA6 RTN1 S100A14 SBNO1 SEMA5A SFRP1 SHANK2 SLC16A6 SLC19A2 SLC39A8 SLC6A11 SRXN1 SSBP2 SSX5 ST3GAL1 STIM2 STYX SVIP TLDC2 TMEM127 TMEM35A TMEM98 TNIK TNRC6B TRIM48 TRIM52 TRIQK TWIST1 UBB UNG WASF3 XPO1 YES1 ZFAND6 ZFP1 ZIC3 ZNF135 ZNF385B ZNF831 MIR3678_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3678_5P AKT2 BRSK1 COL5A1 DGKH EGLN3 ELAVL1 ITGAV LIG4 MTSS2 NSFL1C PCDHB13 RHBDF2 TMEM14B TPCN1 MIR3679_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3679_3P AACS AAK1 ABCB5 ADAT2 AGMAT AKAP13 AKAP6 APH1A APLNR ARHGAP19 B2M B3GALT2 BACH2 BCL11A BCL9 C11orf58 C1QBP CACNA1C CAMK2G CCN2 CCND2 CD160 CDR2 CFI CHML CLTC CPSF6 CTNNA2 CTPS1 CYP27C1 DNAAF2 DPH2 DTWD1 ELAVL2 ELAVL4 ELMOD2 ELOVL5 EPHA4 EPSTI1 FRMD4A FST FUBP1 FYN GABARAPL1 GALNT13 GEM GLIS3 GPBP1L1 GPX7 HACD1 HAUS6 HEBP1 HIPK1 HLA-DPA1 HOXA10 HYCC2 IGF1R ILK ILRUN INTS6 IRX2 ITGA2 JADE3 KIAA0319 KLF7 KMT2A KPNA1 KRTAP3-2 LONRF3 LRCH2 LRRC8E LYSET MACO1 MARCHF7 MCTP2 MED20 MED22 MED23 MEF2A MGAT5B MKLN1 MKNK2 MRPS24 MSL1 MTA3 MTAP NAA15 NALF2 NCAPH NCOA1 NCOA2 NFAT5 NRXN3 NSD2 NSD3 NUBPL NUFIP2 OPHN1 OSBPL3 OSTF1 OTUD7B PARD6B PDCD6IP PLEKHA1 PLEKHF2 PM20D1 PPM1B PPP4R3A PRCD PRSS12 PSMD11 PTGDR2 PTGR3 R3HDM1 RC3H1 RFC2 RNASE13 RO60 RPP30 RUFY3 SCARA5 SCN8A SELENOT SET SIK2 SLC16A6 SLC25A37 SMAD2 SOCS4 SOX4 SPON1 SPTLC2 SSBP3 STXBP5 TATDN2 TIAL1 TMED2 TMEM167B TMEM178B TMTC1 TNFAIP8L2 TNFSF10 TNRC18 TNS1 TOX2 TP53AIP1 TPD52L2 TRIM44 U2SURP UBE2K UGT8 UNG USP29 USP9Y VEZT VPS13D XG XPR1 ZDHHC17 ZFP36L1 ZMYM2 ZNF148 ZNF217 ZNF263 ZNF37A MIR3679_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3679_5P ABCA9 ADGRL1 ADORA3 AHNAK AHR ALDH3B1 ATP10D BAZ2B BCAM BRWD3 CD2AP CD5L CDC42SE1 CHTOP CNTLN COPS3 CRCP CTSK DHRS2 DISC1 DMXL1 ERP29 FGF13 FGF14 GMCL1 GTF2H1 HINFP HTRA4 ICE2 IFITM2 IFITM3 IGLL5 ITGA1 KDSR KIAA0408 KRIT1 LUZP2 MACC1 MAOB MED23 MIS18BP1 MMRN1 NAIP NCMAP NPL NUSAP1 ODAPH OGFRL1 PDHB PEX12 PPP2R2A PRELID2 RABL3 RFT1 RGS6 SEL1L SGCD SLC30A7 SLC46A3 SOS2 STK4 STXBP5L SULT2A1 SYTL2 TDP1 TEAD1 TLR6 TMEM33 TRPA1 TSPYL1 USP32 VNN1 ZNF117 ZNF280D ZNF845 MIR367_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR367_3P AADACL3 ABHD13 ACOX1 ACTC1 ADAM10 ADAM19 ADAMTSL1 ADAMTSL3 ADCY3 ADGRF2 ADRB1 AFF3 AGO3 AIDA ALKAL2 ANKIB1 ANKRD28 ANKRD44 ANO8 ANP32E APBB2 APPL1 ARF1 ARHGAP24 ARHGEF17 ARID1B ARMC1 ARRDC3 ARRDC4 ASPN ATG14 ATP6V1B2 ATRX ATXN1 ATXN3 B3GALT2 BAHCC1 BAZ2B BCAT2 BCL11A BCL11B BCL2L11 BLTP1 BMPR2 BSDC1 BSN BTG2 C11orf24 C19orf12 C21orf91 C5orf24 C6orf62 C8orf44-SGK3 CACNA1I CADM2 CALN1 CASD1 CBFA2T3 CBLN4 CCDC186 CCNC CCNJL CD2AP CD69 CDCA7L CDK16 CDKL5 CELF2 CHCHD10 CIC CLCN5 CLDN11 CNEP1R1 CNIH1 COG3 COL19A1 COL1A2 COL27A1 COX20 CPEB2 CPEB3 CPEB4 CPNE8 CSMD3 CTTNBP2 CUX1 CXCL5 DAAM1 DCAF6 DDX3X DDX3Y DENND1B DENND4B DMXL1 DNAAF9 DNAJB12 DNAJB9 DOCK9 DPP10 DSC2 DUS2 DUSP10 DUSP5 DYRK2 EDEM1 EDEM3 EFR3A ELK4 ELOA ELOVL4 EOMES EPC2 EPG5 ERGIC2 ESRP1 EVI5 FAM135A FAM20C FAM24A FBN1 FBXW7 FCHO2 FHIP1B FHIP2A FHL2 FKBP1A FMN2 FNBP4 FNIP1 FNIP2 FOXN2 FRY FXR1 FZD10 G3BP2 GATA2 GATA6 GFPT2 GID4 GIT2 GLCE GLRA1 GLYR1 GNAQ GNPDA2 GOLGA1 GOLGA3 GOLGA4 GOLGA7 GOLGA8A GPC6 GPR137C GPR158 GPR180 GRAMD2B GRHL1 GTF2A1 HAND2 HCN2 HERPUD2 HIPK1 HIPK3 HIVEP1 HNF1B HS3ST5 HYCC2 IBTK IDH1 IL36B INSIG1 IQGAP2 ITGA5 ITGA6 ITGA8 ITGAV ITPR1 ITPRID2 JMY JOSD1 KAT2B KBTBD8 KLF2 KLF4 KLF8 KLHDC10 KLHL14 KLHL15 KLHL29 KMT5B LATS2 LHFPL2 LIMCH1 LIN54 LMBR1L LONRF3 LRCH1 LRRC1 LUZP1 LYST MACIR MAGEC2 MAN2A1 MAP1B MAP2K4 MAP3K20 MAPK8 MARCHF4 MARCHF6 MAST4 MBOAT2 MCL1 MED19 MEF2D MFF MFHAS1 MIA3 MIER1 MINAR1 MMD MMP10 MOAP1 MORC3 MPP1 MSR1 MTF1 MTMR9 MYCBP2 MYH9 MYO1B MYO5A NCAPH2 NCKAP5 NEFH NEFL NEFM NF2 NFYB NKX2-3 NKX2-4 NOX4 NPC1 NPNT NR4A3 NSF NSMAF NSMF NUFIP2 OSBPL5 OTUD3 OTUD4 P3H3 PALLD PAPSS2 PAX3 PAX9 PAXBP1 PCDH11X PCDH11Y PCDH7 PCGF3 PCMTD1 PCOLCE2 PCYT1B PDE10A PDZD2 PDZD8 PEAK1 PER2 PGBD2 PHLPP2 PHTF2 PIAS4 PIK3CB PIK3R3 PIKFYVE PITPNA PITPNM2 PKDCC PLEKHA1 PLEKHB2 PLEKHG3 PLXDC2 PNISR PPCS PPP1R12A PPP1R12C PPP1R37 PRKAR2B PRRC2B PSMD14 PTAR1 PTEN PTGER4 PTPRD PTPRJ PTPRK PTPRO RAB14 RAB23 RAB3C RAB8B RAD21 RANBP9 RBM27 RBM47 RBPMS2 REST REXO1 RFX1 RGL1 RGS17 RGS3 RHPN2 RIC1 RIMS2 RNF141 RNF180 RNF38 RNF4 RNF44 ROBO2 RORA RPL15 RPS6KA4 RSBN1 SCAF11 SCN8A SCUBE3 SELENOT SEMA3A SERTAD3 SESN3 SETD5 SGK3 SGPP1 SH3D19 SH3PXD2A SLC10A7 SLC12A5 SLC17A6 SLC24A3 SLC25A16 SLC25A32 SLC25A36 SLC32A1 SLC38A2 SLC39A8 SLC4A8 SLC7A11 SLC9A1 SLC9A7 SLX4 SNAP91 SNAPC1 SNN SNX13 SOCS6 SOSTDC1 SOX11 SOX4 SPRYD4 SPTBN4 SRPRA SSBP2 ST6GAL2 STRN3 STYX SYN2 SYNJ1 TACC2 TAFA1 TAGAP TBC1D12 TBC1D8 TBL1XR1 TCF21 TEAD1 TECPR2 TEF TENT4A TET2 TEX2 TGIF1 TMEM229A TMEM255A TMEM267 TMF1 TNPO1 TOB1 TOB2 TPCN1 TPPP TRIM36 TRIO TTC9 TULP4 TWF1 UBASH3B UBE2W UBE2Z UBXN4 UCHL5 UGP2 USP28 USP36 USP45 VPS4B WASL WWP2 XPNPEP3 XYLT2 YIPF4 ZC2HC1A ZDHHC5 ZEB2 ZFAND1 ZFC3H1 ZFHX4 ZFYVE21 ZNF24 ZNF287 ZNF385D ZNF521 ZNF595 ZNF721 ZNF827 MIR367_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR367_5P ABCE1 ACADL ACER3 ADNP AJUBA ALG9 BBX BLZF1 CARTPT CASP7 CDC16 CDH13 CHIC2 CKS2 CNKSR2 CNOT6 CREB5 ERBIN FBXO33 FGL2 GLCE GLIS3 HIPK3 HNRNPH3 IGF1R ITK KDM6B LILRB2 MACROH2A1 MARVELD3 MBNL2 MCMDC2 MDFIC MED26 MEIS2 MRI1 NR3C1 NRIP1 NSUN7 OAS1 ONECUT2 PADI6 PLA2G4E PLG PPP2CB PRKAA1 PTEN RASSF5 RBM20 RPS6KA3 RPS6KA5 RUFY2 SALL1 SDK1 SLC25A46 SLC6A4 SMARCA5 SPATA18 SSPN TMED2 UBE2D3 VRK3 XYLT2 YAF2 ZBED4 ZBTB20 ZCCHC14 ZMAT2 ZNF131 ZNF793 ZSCAN32 MIR3680_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3680_3P AADAT ABCB5 ABCE1 ABHD3 ACSL4 ACTMAP ADAM19 ADAM23 ADRA1A AFF2 AGFG1 AGO3 AGPAT5 AIDA AK5 AMER2 AMPH ANGPT1 ANGPTL3 ANK3 ANKRD12 ANKRD36B ANKRD46 ANKRD52 ANKS1B ANO5 ANO8 APC APCDD1 APPL1 ARFGEF3 ARID1A ARID4A ARL17A ATF2 ATP11C ATP2A2 ATP6V0E1 ATXN7 AURKA AUTS2 BACH2 BAHCC1 BCL11B BCL2 BCL7A BEST3 BMAL1 BPTF BRWD3 C12orf50 C16orf87 C17orf75 C18orf63 C1QTNF9 C21orf91 C2orf15 C2orf69 C9orf40 CACNA1C CACNA1E CACNA2D1 CADM2 CAMK2A CAMK4 CAMTA1 CAPRIN1 CAPZA2 CAPZB CASP6 CBLB CBLIF CCBE1 CCDC50 CCDC88A CCDC91 CCDC9B CCNF CCNYL1 CCR6 CDC14B CDC42EP3 CDC73 CDK19 CDYL CELF1 CEP170 CGGBP1 CHIC1 CHL1 CHML CHMP2B CHST5 CIC CLNK CLRN1 CNIH1 CNMD CNN3 CNOT7 CNTN4 CNTN5 CNTNAP3B COLCA1 CPEB2 CRTAM CRTC1 CS CSNK1G3 CTC1 CTH CTNNA1 CTTNBP2NL DAB2 DAB2IP DCAF5 DCK DCLK1 DCUN1D1 DCUN1D5 DEGS1 DENND1B DKK2 DLG2 DNAJB5 DOC2A DSE DSTN DUSP13 EDN1 EDN3 ELK3 ELK4 ELOC ELOVL6 ENC1 ENDOD1 EPB41L1 EPC2 EPHA3 EPHA8 EPHB1 ERI1 ETS1 EXOC1 F2R FAM124A FAM13B FAM168B FAT3 FAXC FBXL4 FBXO8 FGF14 FGFR3 FHIP1A FHL5 FLRT3 FLT1 FNDC3B FOXN3 FOXO3 FOXR2 FPGT-TNNI3K FRS2 FSD2 FUT9 GABRA4 GABRB2 GALNT3 GATM GEM GGNBP2 GLCCI1 GMFB GMFG GNAQ GPR37 GRB2 GRIK2 GSPT1 GTF3C3 H3-5 HACD1 HBS1L HCN1 HECTD2 HEY2 HIPK1 HNRNPK HOXC13 HSP90AB1 IFFO2 IFT80 IGF1 IGFBP1 IKZF5 IL12B IL17RB IL23R INO80D INTS13 IRAK4 IRF2 IRF2BPL IRX5 ITFG1 ITGBL1 ITPRIPL2 JADE1 JAG1 JAKMIP3 KAT2B KCNB1 KCND2 KCNH7 KCNIP4 KCNJ16 KCNMA1 KCNMB2 KCNN3 KCNQ3 KCNQ4 KCNV1 KCTD1 KDSR KLF13 KLF7 KLHL5 KSR1 LACTB LATS1 LHFPL1 LIN28B LIN54 LIN7C LRIG3 LRP6 LRRC2 LRRN1 LYRM7 LYSMD3 MACROD2 MAOA MAP3K1 MAP3K8 MAP6D1 MAST4 ME1 MEF2C METTL9 MFHAS1 MGLL MICAL3 MOV10 MRAP MSI2 MSRB3 MZT1 NAA15 NBEA NDUFA10 NDUFA12 NEDD1 NFE2L2 NFE2L3 NFIB NFIC NFYB NKAIN3 NMD3 NMT2 NOVA1 NPAT NR2C2 NR3C2 NRBF2 NRXN1 NUDT5 NUP43 NUTF2 NWD1 NWD2 NYAP2 ODAPH OGG1 ONECUT2 OPRM1 OSBPL3 OSBPL6 OTUD1 OXR1 P2RY1 PABPC1 PABPC3 PABPC5 PAG1 PALLD PATE4 PATZ1 PAX2 PCDH19 PCDH7 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 PCDHGA1 PCDHGA10 PCDHGA11 PCDHGA12 PCDHGA2 PCDHGA3 PCDHGA4 PCDHGA5 PCDHGA6 PCDHGA7 PCDHGA8 PCDHGA9 PCDHGB1 PCDHGB2 PCDHGB3 PCDHGB4 PCDHGB5 PCDHGB6 PCDHGB7 PCDHGC3 PCDHGC4 PCDHGC5 PCSK5 PDCD5 PDE10A PDE12 PDE7A PDS5A PDS5B PGR PGRMC1 PHF13 PHKB PHLDA1 PI15 PIK3R1 PIP4P2 PITPNB PKD2 PKHD1 PLCB4 PLEKHA3 PLXNA4 PMP2 PPHLN1 PPM1K PPP1R1C PPP4R2 PPP4R4 PRKCB PRTFDC1 PSD3 PSMA8 PTBP1 PTCH1 PTER PTPN14 PTPN2 PTPRE PTPRM PURA QKI RAB30 RAB33B RAB3C RAB8B RAI14 RALA RALGPS2 RARG RASGRF2 RB1CC1 RBM41 RBMS1 RBMS3 RBPMS2 RCAN2 REEP1 RICTOR RNF165 RPF1 RPL22 RPS6KB1 RUNX2 S1PR3 SALL4 SAR1B SATB1 SDAD1 SEC14L1 SEL1L SEMA4F SEMA6A SEPTIN8 SERTAD2 SESN3 SETD9 SGCD SGMS1 SHC1 SIM2 SIX3 SKI SKIC3 SLC16A7 SLC17A6 SLC25A25 SLC26A7 SLC2A12 SLC2A3 SLC39A8 SLC4A7 SLC5A12 SLC5A5 SLC7A6 SLC9A9 SLIT2 SLITRK4 SMAD7 SNTB2 SOAT1 SORBS2 SOWAHC SOX6 SP3 SP8 SPARCL1 SPIN4 SPIRE1 SPOPL SPTBN4 SPTSSB SRI ST6GALNAC5 STEAP2 SUN2 SYN1 TAB3 TAF8 TAGAP TAGLN3 TAOK1 TBC1D19 TCERG1L TENT4B TENT5C TET1 TET2 TFPI2 TFRC THADA THAP6 THUMPD1 TIGIT TLCD4 TMEM200A TMEM260 TMEM267 TMEM43 TMEM59 TMEM64 TMSB4X TMTC4 TNNI3K TNPO1 TNRC6B TRPS1 TTF1 TTN TXNDC11 TXNDC15 TYW1 TYW1B UBAC2 UBE2K UBE2V2 UBE2W UBFD1 UBN2 UBR7 UNC13A UNK USP28 USP49 USP6NL USP9X UTRN VASH2 VCPIP1 VEGFC VEPH1 VEZF1 VIPAS39 VPS26A VSTM2A WAC WAPL WDFY3 WWC2 WWP1 XIAP XPO1 ZBTB2 ZDHHC17 ZDHHC2 ZEB2 ZFP1 ZFP36L1 ZMAT2 ZNF148 ZNF275 ZNF354C ZNF546 ZNF570 ZNF619 ZNF703 ZNF74 ZSWIM6 MIR3680_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3680_5P ALPI ANKIB1 ARID4A BAG4 CLXN COL14A1 COMMD10 CSNK1G1 DNER ELAVL4 ERC2 ERCC1 FUT10 GATA2 GNRHR HOOK1 LARP4B LIFR MED6 NFAT5 OGN PDS5B PLCL1 PLPPR4 SLBP SLC35A1 SLIT3 SS18L1 TASOR TMED7 TRABD2A TXNDC16 USP32 USP46 MIR3681_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3681_3P ABCA12 ABCB9 ABHD17C ABL2 ADAMTS5 ADCY2 AFF3 AFF4 AK2 AK4 AKIRIN1 AKR7A2 ALDH4A1 AMD1 AMER2 ANKRD40 APOLD1 ARF3 ARHGAP12 ARHGAP21 ARHGAP32 ARHGEF38 ARID1B ARMC8 ARRDC4 ASPH ATP8A1 ATXN10 B3GNT7 BAG2 BAZ2B BCORL1 BEND4 BICC1 BMI1 C1QTNF7 C1orf21 CA10 CABLES2 CACNA2D3 CACNG2 CASC3 CCDC88A CCDC92 CCNC CCNT2 CDH24 CDIP1 CDS1 CECR2 CEMIP CEP76 CHTF8 CKAP4 CLPP CNOT6 COL21A1 COL27A1 COLGALT2 COMMD3-BMI1 COPB2 CREB1 CRKL CSF1 CTDSP2 CXADR CYP39A1 DCC DCP1A DCUN1D4 DCX DIRAS1 DISC1 DNAAF6 DNAAF9 DOT1L DPY19L3 DPY19L4 DTX4 ECE1 ECE2 EEF1AKMT4-ECE2 EFR3A EHF EIF2S2 EML1 ENAH EPB41L1 EPB41L4A EPHB2 ERC2 ERLEC1 EYA4 F3 FAM177A1 FAM184A FAM78A FBLN2 FBLN5 FBXO30 FBXW7 FEM1B FNDC4 FOXA3 FRMPD3 FRYL FXR2 GAB1 GABBR2 GALNT3 GALNT7 GATA6 GCC1 GCC2 GIGYF2 GLTP GPAM GPATCH2L GREM1 GRIA3 GRIA4 GRIK3 GRIN2D GRM5 GSK3B GSPT1 GTF2A2 GXYLT1 H3-3B H3-5 HAPLN1 HCN4 HECTD1 HIC1 HIP1 HMBOX1 HOXA5 HYCC1 HYCC2 IFITM10 IGLON5 IGSF3 IL13RA1 ING5 INO80D IRF4 IRS1 ISL1 ITGA5 ITPKC JAG1 KAT7 KBTBD11 KCNK10 KCNK2 KCNN3 KCTD4 KDM3A KDM7A KIRREL1 KLHDC8A KMT2A LBH LHFPL3 LITAF LTBP1 LYPD3 MAP2K7 MAPK14 MAPK8IP3 MAPKAPK3 MARK4 MATN3 MBOAT2 MBTD1 MCF2L MDH1B MDN1 MED12L MED13 MED13L MED14 MEGF11 MET MIEF1 MINPP1 MIPOL1 MLLT10 MMD MME MNT MOSMO MSI2 MSL1 MTDH MTMR4 MTSS2 MYT1 N4BP1 NAA50 NABP1 NALF1 NALF2 NAV2 NDST1 NEK2 NEMP2 NEO1 NEUROD6 NF1 NFIL3 NFX1 NGFR NPTXR NRBF2 NREP NRK NRXN1 NSD1 NUS1 NXT2 OPA1 OSBPL10 OTULIN PAIP2 PALS2 PAX9 PCNX1 PDE10A PDE3A PDE7B PDHX PDIA5 PDPK1 PDS5B PGAP1 PHB1 PHF24 PHF6 PLAGL2 PLCH1 PLCL2 PLK2 PNKD POGLUT1 POGZ PPFIA2 PPM1E PPME1 PPP4C PRKX PROSER2 PTPN9 PTPRB PTPRQ PTPRT RAB11FIP1 RAB20 RAP1B RASGEF1B RCOR3 RECK RELN REPS1 RERE RET RETREG1 RETREG3 RGL2 RHOT2 RND3 RNF144A RNF182 RNF38 RNGTT RO60 ROR1 RPS6KA5 RPS6KB1 RSBN1L RYBP SAMD10 SAMD12 SASH1 SCAF11 SCAI SEC22A SEC24A SEC61A1 SERTAD2 SETD7 SFXN2 SGMS1 SH2D3C SH3BGRL2 SH3RF1 SIRT1 SKA3 SLC22A23 SLC24A4 SLC35F1 SLC35F3 SLC39A7 SLC5A3 SLC6A1 SLC7A11 SLIT2 SMAP1 SMARCA2 SNAP25 SNX12 SOCS5 SOGA1 SORL1 SOS1 SOX7 SP1 SP2 SPATA17 SPG21 SPTY2D1 SREK1 SRGAP2 SS18 SSH1 ST6GALNAC3 STARD4 STIM2 STK24 STK32A STK35 STOX2 STRN4 STX7 SYT1 SZRD1 TCEA1 TEAD1 TGFBR1 TMC7 TMEM167A TMEM25 TMEM30A TMEM64 TMEM87A TMTC2 TNFRSF10D TNPO1 TPPP TRIL TRIM23 TRPV3 TTC39A TTC9 TUB TXNIP UBA6 UBE2E2 UBE2N UBE2W UBN2 UBR1 UBR5 UGCG UGT8 UNC13C UNC80 USH2A USP42 USP46 USP49 UTP15 VANGL1 VANGL2 VEGFC VPS4B WDR7 WEE1 WNK1 XPR1 YWHAB ZC3H12D ZFHX3 ZFP36L1 ZFP82 ZKSCAN2 ZNF618 ZNF652 ZNF704 ZNF800 MIR3681_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3681_5P ACVR1C AXIN2 CCDC68 CCR1 CDH12 CDH6 CHST9 CRACDL CSDE1 CTXN2 ECT2 EFEMP1 FMO5 FUT10 HPSE KCNJ13 KDM5A KIN LAMA3 LRRN4CL METTL4 MLLT10 NDP NEMP2 NKD1 NOMO1 NOMO2 NOMO3 NRG4 PLPP3 SHISA7 TIMM23B TMPRSS11D TTC29 YPEL4 ZNF124 MIR3682_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3682_3P ACAT2 AMMECR1 APCDD1L ARHGEF38 ARMCX3 BCAS2 BTN3A1 BTN3A2 BTN3A3 C6 CCNT1 CFAP47 CRACDL CYRIA DDX46 DIAPH2 DIAPH3 DLG1 DNAJC24 DYNC2LI1 EDAR EFL1 ENTPD1 EPC1 EPC2 F13A1 FAM135A FAM83C FBXL2 FGF12 FLT1 FRMPD4 FUT9 FXR1 GLIPR1L1 GPR65 GRIA4 IGSF6 ITGB8 JAZF1 JHY KIF16B KPNA4 LRAT MARK4 MASP1 MEGF9 MRTFB NAP1L1 NKAIN2 OPTN PDS5B PGR PHF14 PHF6 PPT1 PRKAA1 PROS1 PROSER2 PTCHD4 PTPN23 RPA1 RUBCN SENP6 SHISA7 SLC24A2 SLC35D1 SLITRK3 SOGA1 SRP14 STMN4 SULT1C4 TRDMT1 TTC39A TTC9 TWSG1 USP37 WARS2 WFDC8 YLPM1 ZNF286A ZNF286B ZNF540 ZNF638 ZNF853 MIR3682_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3682_5P AADAT AKT3 APBB2 APC ARHGEF9 ATF6 ATP2C1 B4GALT6 BASP1 BMPR1B BRWD3 BTBD3 CACNA1B CAMSAP2 CDC42SE2 CHST7 CIAO2A CLIC5 CNKSR2 COG6 CREB1 CYB5B CYSLTR1 DCAF4L2 DCAF7 DDI2 DDX43 DNAAF4 DNM3 DOCK4 DTWD1 DUSP8 DZIP1 EEA1 EMX2 ESM1 EXPH5 FAIM FERMT2 FEZ2 FOXRED2 FSBP FUT9 GABPB2 GABRA4 GAL3ST1 GCC2 GOLM2 HDAC2 HECTD2 HNF1B HOXB6 IMPACT KANSL2 KCNT2 LHX9 MAPK1IP1L MBLAC2 MDM4 MECOM MFF MGAT4A MOSPD1 MTF2 MTFR1 NAB1 NOL7 NPY1R OGT PABIR3 PAK5 PHF6 PIAS2 PIGN PMAIP1 PPM1E PWWP2A RIOK2 RNF43 RPRD1B RUNDC1 SCEL SCN9A SERBP1 SLC1A2 SPIN1 SRP9 STAG1 STIM2 STXBP5 SYNJ1 TASOR TMEM50B TRAPPC9 TRIM33 TTC30A UBE2K UBXN4 USP38 USP49 ZBTB10 ZC3HAV1 ZNF319 MIR3683 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3683 FAHD2B FGF9 HOXA1 NMD3 SOCS2 MIR3684 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3684 ALAD BHLHE22 C11orf58 CCT2 DLEU7 DSP DYNAP EXOC1 FUT4 GCH1 GGCX ITGAX MBNL2 MGARP PCDH9 PRDM10 SHC1 SRSF8 STC1 TCP10L TIAM1 TRIM23 TRMT1L TSC1 UBE2D2 VLDLR YWHAG ZBTB18 ZIC4 ZNRF3 MIR3685 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3685 ACSL3 ADARB1 AFAP1L2 AHRR ANGPTL7 ANKRD46 APOOL APPL1 ASAP2 ATP1A1 ATP6V1D BACE1 BACH2 BAZ1A BNC1 C18orf25 CAPS2 CCDC140 CCDC6 CCN2 CDC14B CEP350 CPD CREBRF CREG2 CRLS1 CRYZ CTTN CXXC4 CYBRD1 DARS2 DCLK1 DEFB118 DENND1B DOCK5 DYNC1I2 EAF1 EBF2 EDIL3 ENPP4 ENSA ERCC4 F3 FAM104B FAM199X FAM228A FGD6 FN1 FOXJ3 GNAI3 GOLM1 GPBP1 GRID2 HDGF HEBP1 HIRA HNRNPK HOXB2 HTR2C IDO1 IFIT1 IGF1 INA INPP5F JRKL KANSL1L KBTBD11 KCTD1 KIF26B KLHDC10 KPNA4 LCMT2 MACIR MAP3K2 MED1 METAP2 METTL9 MEX3B MOB1B MRE11 MROH2A MRPL19 MYD88 NEK6 NFAT5 NFATC3 NOG NSD2 ODF1 OPRM1 OSBPL10 OXR1 PABIR3 PARP16 PEX5 PGAP1 PHLDA1 PICALM PIGK PIP4K2A PLD5 PLXNA4 POGZ POLR1D PORCN POU2AF3 PPM1A PRDM16 PRKACB PRKAR2B QKI RAPGEF4 RBBP7 RC3H1 RERE RFC3 RFX7 RNF32 RNF4 S1PR5 SARAF SAV1 SCCPDH SCLY SCN4B SEC24A SEC62 SENP1 SERF2 SERTAD2 SESN3 SH3TC2 SLC25A21 SLC25A3 SLC25A40 SLC27A2 SLC30A4 SLITRK4 SMC5 SNAP29 SNTB1 SNX18 SORBS1 SP4 SPATS2L SPRING1 SRSF11 STXBP5 SYPL1 SYT14 TAPBPL TBL1XR1 TCEAL4 TCTN1 TENM1 TET2 TIMP3 TMEM51 TMEM92 TRIP12 TSHZ1 TTC29 TXNRD1 ULK2 UNK USP15 USP45 VGLL4 VIT YWHAQ ZBTB1 ZBTB20 ZC3H11A ZFAND5 ZFP14 ZFP62 ZNF114 ZNF148 ZNF226 ZNF334 ZNF432 ZNF575 ZNF629 ZNF816-ZNF321P ZNF852 MIR3686 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3686 A1CF ABAT ABCA1 ABCC9 ABCD3 ABHD5 ACYP2 ADAMTS5 AEBP2 ALG14 AMPH ANAPC16 ANKRD22 ANKRD28 ANO4 AP3M1 AP4S1 ARAP2 ARFGEF1 ARHGAP12 ARHGAP28 ARHGEF3 ARHGEF33 ARSJ ASAH1 ASCC3 ATAD2B ATP11C ATP5F1A ATP8B1 ATXN7L1 B3GNT5 BAZ1A BBOF1 BCAS1 BCKDHB BCOR BMP2 BMT2 BRWD1 C10orf88 C11orf58 C2CD6 C2orf49 C5orf24 C6orf120 C7orf57 CA5B CACNA2D2 CALML4 CD244 CDHR1 CDK9 CECR2 CHD9 CHIC1 CNTNAP3B COL13A1 COL4A5 COTL1 CPNE4 CREBZF CYP4V2 DAGLA DBF4 DCX DENND11 DENND1B DENND4A DGKH DHRS12 DKK2 DRG2 ECE2 EDNRA EEF1AKMT4-ECE2 EEPD1 EGFL8 EIF3A EIF3J ELP4 EML4 EML5 EOGT EPC1 EPPK1 ERCC1 ERG ERO1A ESCO1 EXOC6 EZR FAM222B FGD4 FJX1 FMNL2 FMNL3 FMO2 FOXN3 FUNDC2 FUT9 FZD1 GAS6 GGNBP2 GHSR GLUL GPATCH2L GPBP1L1 GPHN GPRASP3 GRAMD1B GUCY1A2 HAUS1 HDGFL3 HDHD2 HHIP HIPK4 HMG20A HMGCS1 HOMER1 IFNA2 IGFBP7 IMPACT IRAG1 IRS2 IRX2 ITGAD JAG2 JDP2 KDELR1 KDM3A KDM4C KDM6A KIAA1217 KIF2A KLF12 KLF9 KLHL36 KRIT1 KRTAP4-6 L3MBTL3 LCOR LCORL LIMCH1 LIN54 LMBR1 LRCH2 LRP11 LRP6 LRP8 LSM8 LYZ LZTFL1 MACO1 MAF MAGI2 MALT1 MCL1 MCTP1 MED13 METTL4 MICAL2 MICU3 MINPP1 MMD MOSPD1 MRPL3 MSTN MXRA5 MYZAP N4BP2 NAA15 NAA35 NAP1L4 NBR1 NCKAP5 NDC1 NDRG3 NEUROD1 NEXMIF NKX2-2 NPAT NR0B2 NR2F2 NR6A1 NRIP1 NRP1 NUFIP2 NWD2 ONECUT2 OSBPL8 PALM2AKAP2 PARVA PCDH7 PEAK1 PEG3 PHACTR2 PHC3 PHF12 PHF24 PHIP PHYHIPL PIAS2 PIP5KL1 PKHD1 PLA1A PLAGL1 PLAGL2 PLPPR1 PLXDC2 PNPLA8 POFUT2 POLH PPFIA1 PPHLN1 PPP2R3A PPP2R5D PPP4R1 PRKG1 PRRC2C PRRG1 PSD3 PSTPIP2 PTPRD PUM2 PYROXD1 QKI QPCT RAB6C RAB8B RAC1 RAI14 RAMAC RASAL2 RASL11B RBBP6 RBM12 RBM5 RECK RFX3 RIPOR1 RPRD1A RSPH4A SCN1B SDC2 SEC24D SELENOF SETD9 SH2B3 SH3GLB1 SIPA1L2 SKP2 SLAIN2 SLC12A6 SLC15A4 SLC22A23 SLC25A12 SLC30A4 SLC30A5 SLC30A7 SLC30A8 SLC38A1 SLC38A4 SLC6A15 SLCO6A1 SLF2 SMG1 SPAST SPATA6 SPRY3 SSH2 SSX2IP STOX2 SYNJ1 SYNPO2 TAF1A TBL1XR1 TCF7L2 TFB1M TGFBR1 THRB TMA16 TMEM108 TMEM248 TMTC1 TMX3 TNF TNRC6A TNRC6C TOMM40 TPO TRIM71 TRIO TRIQK TSLP TUSC3 TUT4 TVP23B UBE2D1 UBN1 UBXN2B UNC119B UNKL UPP2 USP32 USP42 VPS41 VPS50 VPS54 WDR41 WDR82 WDR86 WIPI2 XPO7 XRCC2 XRN2 ZC3H12C ZFP36L2 ZFYVE9 ZIC1 ZMAT1 ZMYM2 ZMYM5 ZMYND8 ZNF124 ZNF148 ZNF287 ZNF471 ZNF516 ZNF684 ZNF737 MIR3688_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3688_3P ABCA1 ABCC12 ABI1 ACER3 ACSL4 ADAM22 ADAM30 ADAM7 ADAMTS1 ADAMTS17 ADAMTS3 ADCY9 AGGF1 AK3 AMOT AP1G1 APBB2 API5 APOBEC3H ARHGEF9 ARID4B ARL15 ARPIN ATP10B ATP13A3 ATP2B2 ATP2B4 ATP6V1G1 ATRX ATXN1 ATXN2 ATXN3 B3GNT5 B4GALT5 BLOC1S2 BMPR2 BRMS1L C10orf90 C1orf21 C2CD4A C9orf40 CAMK1 CAMKK2 CAND1 CAPZB CCAR2 CCBE1 CCDC102B CCDC126 CCDC169 CCDC25 CCDC6 CCDC88A CCL20 CCL28 CCSER1 CCT2 CD300LD-AS1 CD80 CD93 CDH13 CECR2 CETN1 CFL2 CHIC1 CHM CHMP5 CLCN5 CNOT6L COG2 COG5 COL21A1 COL4A4 COX20 CREB1 CSNK2A2 CSRNP1 CTCF CXXC4 CYP17A1 DCAF4L2 DCBLD2 DCDC1 DCHS2 DCLK1 DCUN1D2 DESI2 DHX35 DIPK1B DKK3 DLGAP1 DNAJC21 DOCK7 DPEP2NB DPF3 DSC2 DSG1 DTD2 DYNC1I2 DYNLT1 EFCAB5 EFNB3 EIF5A2 ELK4 ELL2 ENTPD7 EPC2 EPGN ERAP2 ERMN ESYT3 EXOC5 FAM120B FAM172A FAM76A FAM98B FAR1 FCHO2 FGF12 FILIP1L FMR1 FOS FOXF1 FOXP1 FRMD3 FRMD4B G3BP2 GABPA GALNT13 GBP3 GDAP1 GEN1 GFRA1 GLIPR1 GLIS3 GLS GNAI3 GNAQ GNB2 GPR15 GPR161 GRIA2 GRK6 GRM1 GUCY1A2 HDDC2 HDLBP HIGD1A HNMT HNRNPK HNRNPU HOMER1 HOXA10 HSPE1 HTR1F IDI2 IFT81 IGF1 IGSF11 IKZF2 IL1R1 IL22 IMP4 IMPACT INO80D INPP5E ITGA9 JADE3 JAK2 JMJD1C KBTBD8 KCNE4 KCNIP4 KCTD18 KCTD9 KDM1B KHDRBS3 KHSRP KIAA1522 KPNA1 KRAS KRT6C LANCL1 LATS1 LDB2 LEPROTL1 LGI1 LHFPL2 LHX4 LHX8 LIN9 LINC02694 LMOD1 LPP LRAT LRP12 LRRTM4 LSAMP LTBP4 LUC7L MAGI1 MAGI2 MAP1B MAP2 MAP4 MBNL3 MBOAT4 MED12L MEF2C MIA3 MIER1 MIGA1 MINAR1 MMRN1 MOAP1 MON2 MPC1 MPLKIP MROH5 MRTFB MSH2 MT1A MTARC1 MYH10 MYSM1 NAA30 NAIP NAPEPLD NEDD4L NEU3 NEUROD4 NFATC2 NFYC NGLY1 NPY1R NR6A1 NTRK2 NUDT11 NUFIP2 OAZ2 OGFOD1 OSBPL3 OTUD1 OTUD7A PAK2 PANK1 PBK PCDH10 PCDH15 PCDH18 PCNX1 PCSK5 PCTP PDK1 PDK2 PDK3 PDZD8 PEDS1-UBE2V1 PEG3 PELI2 PGAM1 PHYHIPL PIAS1 PLAG1 PLEKHF2 PLPPR5 PLXNA4 PNISR POC5 POF1B POFUT2 POGLUT3 POLR2K PPDPFL PPIP5K2 PPP1CC PPP1R18 PPP4R3B PRDX1 PRICKLE2 PRKAA1 PRRC2B PRRC2C PSMD12 PTPRS RAB1A RAB27B RAB33A RAC1 RANBP1 RANBP9 RASGEF1B RBBP9 RBM45 RCN2 RDH8 RETREG2 RIMS2 RIOK3 RIT1 RNF2 RNF39 ROCK2 RORA RSAD2 RSBN1L RTKN2 RTL8B SAFB2 SAMD7 SAMD9L SBSPON SCLT1 SEC23A SELENOP SENP2 SEPTIN14 SEPTIN7 SEPTIN8 SERINC3 SESN3 SGPP1 SH3BP5 SH3TC2 SHC1 SHE SHOC2 SIKE1 SIRT1 SKIL SLC23A2 SLC2A12 SLC2A14 SLC2A3 SLC6A8 SLC8A1 SMARCA2 SMARCAD1 SMC5 SMNDC1 SORCS1 SOX30 SPATA4 SPIRE1 SRGAP2C SRSF10 SRSF3 STAG2 STK17B STOM SVEP1 SWSAP1 SYT9 TACC1 TCEA1 TEDDM1 TENM3 TGFA TGIF1 TINAG TJP2 TK2 TLCD4 TLCD5 TLR3 TM9SF2 TM9SF3 TMEM178B TMEM182 TMEM26 TMEM38B TMF1 TNFRSF19 TRAF3IP1 TRIM50 TUBA1B TUT4 UACA UBE2D2 UBE2V1 UBE3A UBL3 UBR2 UEVLD UFL1 UGT2A1 UGT2A2 USP2 VAMP4 VAV3 VDAC2 VPS26A WAPL WDR26 WDR31 XPO4 YPEL5 ZBTB21 ZC2HC1A ZC3H12C ZFAND6 ZFHX3 ZFP82 ZFYVE28 ZIC1 ZMYM2 ZNF131 ZNF180 ZNF257 ZNF366 ZNF519 ZNF664 ZNF681 ZNF704 ZNF772 ZNF827 MIR3688_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3688_5P ACTR3B ADCK1 ADH5 AKAP13 AKIRIN1 ANGPTL1 APIP APPBP2 ARF6 ARID5B BBX BCL11B BNC2 CARF CCDC126 CD9 CHN2 CLDN10 CLIC5 CNTLN COL27A1 CREBRF CSPP1 CTNNB1 DGKZ DMXL1 DMXL2 DNAH14 DPY19L2 DPYD DUSP7 DUSP8 DYRK1A EBF3 EDEM3 EFHC2 EFL1 EPB41L1 ERAP1 EXOC5 FAM199X FAM81A FBXW7 FGF7 FKBP9 FNDC3A GALNT1 GAN GATA3 GLRX5 GPR34 HACE1 HSD11B2 HSD17B3 HYOU1 IAH1 IDH1 IKZF2 IMPG2 IRGQ ISCA2 ISL1 KDM7A KLHDC10 KPNB1 LIX1 LTBP2 MBNL2 MEGF10 METAP2 MFSD14A MIER1 MRPL30 MRTFB MSL2 MYSM1 NAA50 NFASC NFAT5 NFIB NOXRED1 NRBF2 NRXN1 PAN3 PAPPA PAQR9 PDE5A PDP1 PDXDC1 PHTF2 PPM1B PPP1R11 PPTC7 PRDM1 PRKCI PSMF1 PTPN4 RABIF RAI2 RCN1 RGS17 RLN2 RREB1 SCN1A SERTM1 SGIP1 SH3GLB1 SLK SMARCAD1 SPRED2 SPRY4 SRF SRRM1 STAP1 STARD4 TGFB2 TLK2 TMEM41A TNFRSF11B TNKS1BP1 TTL UBE3A UBIAD1 UNC119B USH1G USP9X VEGFC WDR44 WHRN XKR9 YAP1 YWHAH ZFX ZIC5 ZNF131 ZNF436 ZNF780B ZXDB MIR3689A_3P_MIR3689B_3P_MIR3689C https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3689A_3P_MIR3689B_3P_MIR3689C ACADSB ACKR2 ANKS4B APELA APOBEC3F APOL6 ARGFX ARID2 ARNT2 ASPG ATP1B4 ATP7B ATXN1 BMAL2 CALCR CASP10 CASTOR2 CBX5 CCDC28A-AS1 CCL28 CD164 CDADC1 CDH1 CDK8 CEBPZOS CGNL1 CHTF8 COL11A2 COL27A1 CORO2B CPSF7 CSF3R CTDSPL CTSW CYP1A2 CYP20A1 CYP2B6 DAB2IP DCTN5 DDX6 DEPDC5 DMRT1 DNAJC8 DTX4 DYDC2 EBAG9 EEF2K EFCAB2 ELK1 EOGT ERBB3 ESYT1 FAM72A FAM72B FBXL18 FBXL20 FIBCD1 FOXK1 FOXP4 FUS GAB2 GCFC2 GDI1 GFAP GFOD2 GFRA4 GLG1 GLS GNAT1 GNL3L GNPNAT1 GPR83 HOOK3 HRH2 HUNK IGF2BP1 IKZF3 IRGQ ITLN1 KCNIP1 LHPP LRRC51 LYZL1 LYZL2 MAPK13 MARK4 MASP1 MAVS MDM4 MIP MRPS2 MS4A1 MS4A10 MTFMT MTX3 MUCL3 MYO10 NCEH1 NDST1 NID1 NMNAT2 NOL9 NOVA2 NSL1 ODAPH ORAI2 OSBPL1A PACS1 PAPOLG PARP9 PDE7A PHACTR4 PI3 PIGK PLCXD1 PLEKHA5 PNMA2 POLR2D PPP1R11 PRICKLE3 PRND PSMB2 PYCR3 PYGO1 RAB21 RAD51B RALB RBM19 RBMS2 RHOJ RIMS3 RPL15 RRP15 RRP7A SAMD4A SBSPON SCAI SCGN SETD7 SH3BP2 SHISA6 SHISA7 SHOX SLC2A4 SLC6A11 SOGA1 STX5 SULT1E1 SUSD5 SV2C SYBU SYNGR1 SYP TCTN2 TIAM1-AS1 TMEM132E TMEM239 TMEM265 TMEM63C TMTC1 TRAF3IP2 UPK2 VIRMA VPS13B VPS25 YWHAQ ZDHHC15 ZFHX2 ZNF286B ZNF432 ZNF490 ZNF544 ZNF554 ZNF655 ZNF674 ZNF793 ZNF814 MIR3689A_5P_MIR3689B_5P_MIR3689E_MIR3689F https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3689A_5P_MIR3689B_5P_MIR3689E_MIR3689F A1CF ADAM10 ADGRA1 ADGRL4 ANKRD50 AOC2 AOX1 AQP4 ARNT ARPP21 ARSJ ASPH ATL1 AZIN1 B3GNT9 BNIP3 BTBD8 CCNE2 CDC14A CDH19 CDH9 CELF2 CERT1 COCH COL17A1 CTCFL CYB5R4 CYP3A4 DIP2A DNAI7 DNAJC25 DTWD1 EBAG9 EFHC2 EMC2 EXOC5 FAM117B FAM76A FGF14 FOXL2NB FZD2 GDAP1 GINS3 GLRA2 GLRB GMNC GPATCH8 GRM1 HCN1 HNRNPA0 HPS3 HSF5 HSPA13 HYDIN HYLS1 ITM2B KLF7 LRP6 MED13 MPRIP MTMR12 MYH11 MYO7A NANOS1 NCKAP5 NDUFAF5 NETO1 NEXMIF NLGN1 NLGN4Y OPCML PCDH11X PDE4D PHF20L1 PHTF2 PIK3CG PPFIA1 PPM1B PPP1R21 PRKACB PRR27 PRTG PSD3 PTCHD4 PTGR3 RAB11A RASGRP3 RBM41 REPS2 RGL2 RNF168 ROCK1 RPAIN RSU1 RTL3 SFXN1 SHANK2 SIGLEC5 SKAP2 SLC30A4 SLC39A7 SLC6A8 SMAD9 SP4 SPRED1 SSBP2 SYT1 TBC1D2B TCEAL8 TENT5D TET3 TLR7 TMBIM1 TMEFF2 TMEM265 TRHDE TRIM5 TSHR TSHZ2 TWF1 UBE2V2 UNC13C ZBTB14 ZBTB20 ZNF107 ZNF529 ZNF783 MIR3689D https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3689D ABHD13 ADAM19 ADCY5 ADI1 ALG9 AMOT ATP1B4 ATP6V0E1 BACH2 BCAM BRSK2 C6orf89 CAPN6 CFAP44 CLN8 CLYBL COL11A2 CYB5R2 DDHD1 DIAPH1 DOC2A EHD4 EIF4A1 EP300 ERG28 FICD FMNL3 FTMT GDPD4 GRM5 GTPBP1 HECTD3 HEPACAM HOMER1 HOXA1 IGF2R INSYN2B KAT7 KRT4 LDLRAD2 LRRC27 MAMLD1 MDGA1 METTL21A MLXIPL MSI2 NCCRP1 NCOR2 NECTIN1 NPPC OS9 PATE3 PDE4D PDGFB PDLIM3 PDLIM7 PHF8 PLAGL2 PLEKHS1 PLXNA4 PLXNC1 PMM2 PNKD POU4F1 PURB RAB44 RIMS4 RSPO4 SAMD10 SAP30BP SDK2 SH3RF2 SHOX SIRPB1 SLAMF6 SLC16A14 SLC27A4 SOGA1 SOX6 SSH3 ST3GAL1 TFCP2L1 TLE5 TNS4 TOB1 UNC80 USP22 VPS13C WDR33 XPNPEP3 ZBTB39 ZFX ZNF253 ZNF284 ZNF286A ZNF286B ZNF385A ZNF513 ZNF609 ZNF737 ZSWIM6 MIR3690 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3690 ADGRE5 C18orf63 C4orf33 CCDC69 CHD1 CTSF CYP2C18 CYP4F2 CYYR1 DLX3 DYRK1A EIF4E2 EMSY ENOSF1 ERG ETS2 EXOC2 FOXQ1 FYN GABBR2 GATA4 GEN1 GPM6B HMG20A HMGCR HOOK3 KCNIP1 KCTD5 KHDC3L KLF14 LCE3D LPIN3 MAP2K4 MMP15 NMNAT2 NPM1 NPTX2 NR1H2 PAM PIK3R5 PRDM14 PRRC1 PTGFRN SCYL3 SEL1L SNX13 SYNPO2 TRIM8 TTC1 UBR1 UPB1 USP30 WWC2 WWTR1 MIR3691_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3691_3P AFF4 ATXN2 AXIN1 B4GAT1 BLOC1S3 C19orf44 CDK17 CDR1 CGGBP1 CPD CREB5 CYBRD1 DCP1B EEIG2 EHF EIF4A1 ELF2 EMB ENKUR FAM171B FOXO1 G3BP2 GABRB2 GPATCH2L GPN1 GRB14 GSPT1 HIPK3 HNRNPA0 HRK HTR1D IQCK KIAA1671 KLHL29 LACTB MARCKSL1 MCOLN2 MIP NDUFB6 NEMF NKAIN1 NR4A3 PAN3 PCMT1 PDGFRA PEX13 POLR2J2 POLR2J3 PPP1R15B RAB3B RBM38 RLIM RRAGC SCAI SELENOI SFT2D3 SGMS2 SLC47A2 SLC66A1L SLF2 SMARCC2 SPOPL STK25 TCEANC TMEM81 UBE2G1 VASP YIPF3 ZCCHC14 MIR3691_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3691_5P ACLY ADAMTS3 AMMECR1 ARID2 ATP2B4 BID CCDC179 CCL8 DCX DPP10 E2F7 EFR3A FOXN1 FYCO1 GNAL GSG1L IL12A JMY KCNG4 MFNG MZF1 NCAPH2 NRXN1 PCBP2 PHAF1 PLEKHG2 RAB6D RORA SH3TC2 SLC4A5 SPHKAP SPON1 SPPL3 SYT17 TFDP3 THAP9 TIA1 TM2D3 TPRG1 TSR1 TTC19 UBE2G1 UBR1 USP6NL ZNF74 MIR3692_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3692_3P AAK1 ACOX1 ADAMTS6 ADD3 ADH5 AFF4 AGPS AK4 AMER2 ANKRD28 ANO3 APIP ARG1 ARHGAP12 ARID2 ARID4A ARL17A ARMC2 ARRDC3 ASB1 ASF1A ATG2B AZIN1 B3GALNT1 B3GNT2 B9D1 BAHD1 BAZ2B BCLAF3 BICRAL BMAL2 BSN C2orf49 CA13 CACYBP CADM1 CADM2 CALCRL CAMTA1 CASK CAVIN2 CCDC34 CCDC57 CCL13 CCL2 CDCP1 CDK6 CDYL2 CERT1 CHIC1 CKAP2L CLIC2 CNIH1 CPNE3 CPSF6 CREB1 CRK CTDSPL2 CYLD DDB1 DEPTOR DKK2 DNAJC21 DNAJC7 DNAJC8 DNER DSE DUS1L EHF ELAPOR2 ENOX1 ERMN EXOC6 EYA4 FAM53C FAXC FAXDC2 FBXL2 FBXO42 FBXO48 FGL2 FHL5 FN1 FRA10AC1 FUNDC1 FUT10 FUT9 FZD3 G3BP1 GALNT3 GAPVD1 GLS GNAQ GPATCH8 GPR180 GREM2 GRIK2 GRPEL2 GUCY1A2 GYPA HEPACAM2 HMGN4 HNRNPR IFIT1B IFTAP IKZF3 IL15 IL22RA2 INTS6 IRF2BP2 ITSN2 KBTBD11 KCNJ15 KCNMB2 KDM5B KDM7A KIF2A KIT KPNA2 KRBOX4 LCOR LRRC8C M6PR MACO1 MAGEB18 MAGT1 MAN2C1 MBNL2 MED26 MET MEX3C MIA3 MIER1 MIER3 MLLT10 MSI2 MSL2 MTRES1 MYO6 NAA16 NDEL1 NECTIN3 NEK7 NEXMIF NID1 NR3C1 NSD2 NUP58 NXPH2 OBI1 OGT ONECUT2 OSTC PABPC4L PALS1 PAWR PCDHB2 PCGF2 PFKFB2 PGF PIAS1 PIAS2 PIM2 PKP4 POU2F1 POU2F3 PPP2R5A PRDM10 PRKCB PROCR PRPF38B PTBP2 PTPRC PTPRZ1 PUM1 PYHIN1 QKI QPCT RAB6B RALGPS2 RANBP1 RAP2B RASEF RBM15 RCN2 RCOR1 RHOU RICTOR RLIM RNF130 RNF165 RNF168 RPGR RTN4 RXRA SAMSN1 SAV1 SCGB2A1 SCN7A SEC62 SECISBP2L SEMA3A SESN1 SGIP1 SH3BP5 SHANK2 SIX3 SLC16A1 SLC30A9 SLC33A1 SLC4A10 SLC7A14 SMAD5 SMAP1 SNAP25 SNRK SOCS6 SPAG9 SPICE1 SPIN1 SPO11 SPOP SRP54 SRPK1 SRSF10 SRSF6 STAG1 STXBP6 SUB1 SUSD5 TAF5L TARBP1 TBX15 TENM4 TESMIN THOC2 TIAM2 TIGD3 TLCD4 TMEM168 TMEM170B TMEM47 TMPO TMTC1 TNPO1 TNRC6A TRAPPC10 TRHDE TRIM37 TRIM44 TRIM55 TSC22D3 TSPAN5 TSPAN6 UBXN7 USP42 USP9X VSIG1 WNK1 XRN2 YTHDF1 ZBTB14 ZBTB20 ZDHHC17 ZDHHC21 ZFP1 ZFYVE26 ZNF117 ZNF121 ZNF138 ZNF154 ZNF155 ZNF189 ZNF195 ZNF257 ZNF266 ZNF268 ZNF302 ZNF37A ZNF426 ZNF449 ZNF488 ZNF503 ZNF544 ZNF552 ZNF559-ZNF177 ZNF569 ZNF586 ZNF608 ZNF678 ZNF704 ZNF718 ZNF721 ZNF75A ZNF773 ZNF780B ZNF800 ZNF844 ZNF99 MIR3692_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3692_5P ACVR2B ADD2 AGAP1 AGO4 ALPK3 ARFIP1 ARHGAP42 ARHGAP6 ARL3 ARRB1 ATCAY ATG7 ATP2A2 ATP6V1E1 ATXN2L CALML4 CAMK1D CAPN6 CCDC97 CEP57L1 CLNS1A CNOT2 CREBZF CSMD2 DCP1A DCUN1D2 DHX35 DLG3 DNAAF9 DUOXA1 EBF1 EIF4EBP2 ELMOD3 ERC1 ERMP1 EXOSC3 FAM107B FAM149B1 FAM219B FAM227A FOXO3 GAL3ST3 GKAP1 GLUD1 GPM6B GRID1 GRIK3 GRM1 HECTD2 HIF1A HIPK3 HK1 IFNB1 IGF1R IGF2BP1 ILDR2 IPO8 IQSEC3 JAZF1 KCND2 KCNMA1 KIF26A KPNA4 LAMC3 MAPK6 MAPRE3 MGLL MOGAT2 MSANTD3 MYO1D NEUROD1 NFASC NFX1 NKRF NNAT NUP153 PACS2 PACSIN2 PAX9 PDIA6 PEAK1 PIAS2 PNN POU2F1 PPARD PPP2R5E PSRC1 PTP4A2 RAI14 RALGPS1 RAPGEF1 RASSF8 REPS2 RMND5A RNF41 RPL22 RTL5 SCN8A SFSWAP SH3YL1 SHANK2 SIN3A SLC17A7 SLC24A2 SLC25A36 SLC4A8 SMAD2 SMARCD1 SMIM21 SNCAIP SOGA1 SORBS2 SPRING1 STING1 SZT2 TCEAL5 TCF12 TEX261 TJP1 TMEM106C TMEM169 TNRC6B TRAPPC9 TSC1 TTC21B TUT4 TVP23B UBXN10 ULBP2 URM1 USP20 XYLB ZCCHC3 ZHX2 ZIC2 ZMYND19 ZMYND8 ZNF223 ZNF471 ZNF704 ZNF827 MIR369_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR369_3P ABCD3 ABHD18 ACLY ACSL6 ADAM10 ADAMTS3 ADAMTS6 ADCY5 ADNP AGL ALKAL2 AMZ1 ANKRD44 ARHGAP28 ARHGAP5 ARID2 ARL2BP ATF2 ATP11C BACE1 BICD2 BIRC3 BMP2 BNIP2 C11orf58 C11orf71 C5orf24 CADM2 CAPZA1 CAPZA2 CASK CBX4 CCDC122 CCL22 CCNE2 CDH19 CDK19 CDKL5 CDYL2 CEBPA CEBPB CEBPG CENPK CEP20 CEP350 CFAP418 CFL2 CHAD CHD7 CHSY1 CILK1 CNTNAP4 COG5 COL4A1 COL4A6 COX15 CPOX CUX1 DBR1 DDX52 DENND1B DENND4A DEPDC1 DESI1 DLG3 DMAC1 DMD DR1 DSG2 DSG3 DSN1 DYRK1A DYRK2 EFNA5 EGR1 EID2B EIF4G3 ELOVL7 EP300 EPHA5 EXOC7 EYA1 FAF2 FAM135A FAM161A FBXL3 FCAMR FEZF1 FGF18 FLRT3 FNBP4 FNIP1 FOXN2 FOXO1 FPGT FZD5 FZD6 GABRG2 GBX2 GCA GCOM1 GJC1 GLG1 GNB2 GNL3 GOPC GPN3 GPSM2 GRAMD1A GRAMD1B GRIK1 HAO1 HCN1 HES1 HOMER1 HOXB3 HOXD8 HSD17B13 HSPH1 IDI1 IFNG INHBB ITGA4 JMJD1C JMY KHDRBS2 KIF20A KIRREL1 KL KLF7 KNTC1 LCA5 LCOR LIN28B LIN7A LRCH2 LRRC40 LTBP1 MAP2 MAP3K2 MAP3K7 MAPRE1 MBLAC2 MBNL2 MCFD2 MECP2 MED13 MGAT4A MINDY2 MKX MLX MMD MON2 MRPS6 MTREX MYLK4 MYOZ2 MZT1 N6AMT1 NCK1 NCOA2 NDUFA5 NETO1 NEUROD1 NEUROG2 NF1 NIPBL NPY1R NR2F2 NUMBL NYAP2 OCIAD1 PAH PALS2 PAPPA PAQR3 PARP8 PAXIP1 PCDH10 PCDHA8 PDE4B PDE4D PDE8B PELI1 PEX13 PGAP1 PGM2L1 PHACTR2 PHACTR3 PIGK PLD5 PLN PLXNA2 PMP2 PNRC1 POLR2M PPM1A PRDM1 PRDM11 PREX2 PROM2 PRRC2C PTBP1 PTPN12 PTPN14 PTPN21 RAB10 RAB11FIP2 RAB39A RAB5B RAI1 RANBP9 RASSF8 RBM26 RBPJ RBSN RC3H1 RC3H2 RELCH RFK RFPL1 RFPL2 RFX4 RGS7BP RIMKLB RNF214 RNF38 RNF44 RORA RRP15 RSF1 RUBCNL RYBP SCN5A SEC23A SEMA5A SETD2 SEZ6 SGPP1 SH3TC2 SHISA6 SKI SLC7A11 SLITRK1 SMAD6 SNRPC SON SP3 SPAG7 SPDYE3 SPICE1 SRSF2 STK38L STXBP5 SUPT4H1 TAF1A TAFA2 TAGAP TBC1D23 TBC1D9 TBX4 TCF4 TENM1 TJP1 TLE4 TLL2 TMEM108 TMEM117 TMEM245 TNRC6A TRAPPC8 TRPV3 UBA6 UBAP1 UBAP2L UBE3A USP30 VAV3 VEGFC VSTM2A VWA5A WBP4 WDR20 WSB1 YAF2 YTHDF1 YTHDF3 ZEB1 ZER1 ZFHX4 ZFR ZKSCAN3 ZNF236 ZNF281 ZNF345 ZNF423 ZNF493 ZNF521 ZNF711 ZNF771 ZSWIM6 MIR370_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR370_3P ADCY1 ADGRA2 AFF1 AP3M1 APOBEC3F AR ARMC7 ATP11A ATXN1 ATXN7L3 BAZ2A BICD2 CASKIN1 CCDC198 CD84 CDC42EP4 CEP112 CES3 CHD2 CHST11 CHST15 CNTNAP1 COX16 DBX2 DCBLD1 DHX35 DNMT3B DOCK4 DSTYK ERVV-2 EXOC7 FAM193A FLT1 FOXO1 GPD1 GRIP1 GSS HMGA2 HNRNPL IFIT1 ING3 INO80 KLF12 LRRK1 MAU2 MBNL1 MGMT MLEC MTMR1 NFASC NR4A3 OR12D3 OSCAR PAG1 PEAK1 PLEKHG4B PMAIP1 PRTFDC1 PSD3 RAP1GDS1 RAPGEF1 RFX7 RNF20 SCG3 SEC22C SERTAD4 SEZ6 SLAMF6 SLC4A4 SMAD1 SMAP1 SMURF1 SOGA1 SPTSSB SRSF6 SYNJ2BP-COX16 TADA1 TMEM117 TMEM161B TPCN1 TPM4 TPO TRIM33 UPF1 USP37 USP39 VPS26A WNT10B ZCCHC17 ZDHHC15 ZDHHC5 ZNF189 ZNF827 MIR370_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR370_5P AAGAB ADAMTS5 ANKRD17 AP4E1 BACH2 C10orf88 CACNA2D1 CACNB3 CALCR CCDC57 CCDC85C CDNF CDV3 CTPS1 DCAF10 DDIT4L DNAJC30 DPY19L3 EDEM3 EFNA5 EP400 FAM241B FZD3 GLRB GRIP1 GSDME HAPSTR1 HIP1 ILF2 ING2 IRF6 KHDRBS2 KHNYN KLF4 KLHL4 KPNA3 LRRC58 LUC7L3 MARCHF9 MECOM MFSD6 MSL1 MTF2 MTMR6 NEK2 NELL1 NHLH2 NIPSNAP2 NLN NR1D2 OBSL1 PCSK2 PLEKHA3 POFUT1 PPFIBP1 PRPH PURB RFX7 SCAMP3 SCOC SEMA4F SLC1A2 SMAD4 SPATA6 SPDYA SZRD1 TAF9B TMPRSS11E TTC39C UBE2K USP30 USP48 ZMAT3 ZNF746 MIR3714 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3714 ACAA2 ACSL1 ADAMTS9 ADCY5 ADISSP ADNP ADRB2 AFF4 AHCYL2 AHR AIF1L AK4 ALCAM ALG5 AMOTL1 AMPH ANKRD12 ANTXR2 ANXA11 ANXA5 ANXA7 AP1AR APBB2 APH1A APLF ARHGAP32 ARHGDIA ARNT2 ARPC5 ARRDC4 ASAP1 ASCL1 ATF7 ATF7IP ATMIN ATP6V0A2 ATP6V0E1 ATP8A1 BACE1 BACH2 BCL2L11 BCOR BMP6 BTBD1 BTBD10 BTD BTG2 BTN2A2 C1GALT1 C1orf74 C2orf88 CACNB4 CADPS CALN1 CAPN2 CAPN6 CASP2 CBL CBLB CCDC28A CCDC3 CCDC50 CD164 CD276 CDK4 CDK6 CDKN1A CDKN2A CDON CELSR3 CHP1 CHST1 CHSY1 CMTM7 CNTN1 COL12A1 COL4A1 COMMD5 CREB3L2 CREBRF CSNK1G1 CSTF3 CTDSP2 CUL5 CYCS DAAM2 DCP1B DCTN4 DCUN1D3 DENND1B DEPTOR DESI1 DESI2 DIAPH1 DIP2C DLL1 DMD DNAJC1 DPYSL2 DYNLT3 EFCAB14 EIF4A2 ELAPOR2 ELAVL1 ELK4 ELL2 ELMO1 ELOVL1 ELOVL5 EPHA7 EPHX4 EPM2AIP1 ERF ERLIN2 ERMP1 EVI5 EXTL3 EYA4 EZH2 FAM177A1 FAM219A FAM219B FAM78A FAM91A1 FARP1 FBLN7 FBXO10 FBXO33 FERMT2 FIZ1 FKBP15 FKBP1A FLOT2 FNBP1L FOXP1 FRAS1 GALNT13 GAS1 GDAP2 GIT2 GK5 GLI3 GLT8D1 GLTP GOLM2 GPC4 GPR158 GPR37 GRHL1 GRID1 GRM1 GSE1 GSS GXYLT1 GZF1 HEPACAM HMBOX1 HMGXB4 HPGD HRH1 HTR2C ICMT IGDCC4 IKZF1 IPO4 IQCJ IQGAP1 ITPR3 JADE2 JAKMIP1 JPH1 JPH3 KATNA1 KCNJ2 KCNJ6 KCNK10 KCNT2 KCTD8 KLHL28 LANCL1 LASP1 LCP1 LIMCH1 LITAF LMAN2L LMBRD2 LMNA LPIN1 LPP LRGUK LRRC1 LRRC15 LRRC58 LYSMD3 MACF1 MAGT1 MAN2A1 MAPK10 MAPK14 MAPK4 MARCHF8 MARK1 MBOAT2 MBP MC2R MCUR1 MECP2 MFSD14B MIER1 MIER2 MIGA1 MINAR1 MITF MLANA MLLT1 MLLT3 MMD MOB3B MORC4 MPC1 MTDH MTF1 MTPN MYH9 MYLIP MYNN MYO10 MYO1C MYRF MYRIP NAV1 NEMP2 NEUROD1 NFATC1 NFIB NOTCH1 NR3C2 NR5A2 NUFIP1 ODR4 OLFM2 OLFM3 OSBPL3 P4HA1 PABIR2 PALLD PALM2AKAP2 PAPOLG PAPPA PAPSS2 PARD3 PARP1 PARP16 PAXBP1 PCGF5 PDCD6 PDE4A PDLIM5 PDS5A PDXK PEA15 PGRMC2 PHACTR1 PHTF2 PID1 PIEZO2 PIK3C2A PLEKHH1 PLSCR3 PLXNB2 PNN PPP1R13L PRIMA1 PRLR PROX1 PRRX1 PRTG PTBP1 PTBP2 PTBP3 PTHLH PTPN12 PTPN9 QDPR QKI RAB27A RAB43 RAI14 RALA RALGPS2 RAPGEF6 RASSF8 RAVER2 RBFOX2 RBM20 RBM39 RBPJ RCC1L RCOR1 RDX REEP1 RELA RERE RFX3 RGS9 RHBDL3 RHOQ RHOU RIMBP2 RING1 RLIM RNF216 ROCK1 RPIA RPS6KB1 RRM2 RTCB RWDD4 RYBP SAP30L SCAMP2 SCML4 SCP2 SCUBE3 SDAD1 SEC13 SEC61A2 SELENOI SEMA6A SEMA6C SERTAD3 SETBP1 SETD3 SF3A3 SGSM2 SH2B3 SHTN1 SIGMAR1 SKAP1 SLAIN2 SLC10A7 SLC11A2 SLC16A1 SLC19A2 SLC1A2 SLC1A4 SLC26A9 SLC29A1 SLC2A2 SLC30A4 SLC31A2 SLC35B2 SLC35D1 SLC39A9 SLC46A3 SLC4A7 SLC4A8 SLC50A1 SLC7A8 SLC9A6 SLC9B2 SLITRK6 SMAD2 SMIM14 SNIP1 SNX18 SNX30 SNX6 SOGA1 SOX9 SP1 SPAG9 SPRY3 ST8SIA2 STEAP2 STT3A SUCLG2 SUGT1 SURF4 TANC2 TARBP1 TBC1D9B TBL1XR1 TCF3 TCTN3 TEAD1 TENM1 TFDP2 THRB THSD4 THSD7B THUMPD3 TLL1 TMCC3 TMED1 TMEM178A TMEM178B TMEM199 TMEM248 TMEM74 TMTC3 TNS1 TOR1AIP2 TOR3A TOX TPP1 TRIB3 TRIM36 TTL TUBG1 TXNDC9 UBR5 ULK2 USP13 USP14 USP25 VANGL1 VAT1 VAT1L WASF1 WIPF2 WWC3 XKR6 XYLT1 YIPF6 ZDHHC3 ZFAND5 ZNF148 ZNF503 ZNF559 ZNF561 ZNF608 ZNF706 ZNRF3 MIR371A_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR371A_3P AGO1 EXOC8 GSG1 MAPK6 PAFAH1B1 PFN2 PHF1 TOB1 ZNF213 MIR371A_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR371A_5P AAK1 ABHD18 ANKS1B ANKUB1 ANO6 AP1G1 BAG5 BARD1 BCCIP BCL10 BCLAF3 BECN1 BEND2 BTG3 C21orf91 C2orf49 CBX5 CCDC126 CCDC50 CCNY CCSER2 CDC73 CDK13 CELF1 CERK CHSY3 CITED2 CLPTM1L CNOT6 COA3 COL14A1 COMMD8 CPPED1 CSK CSNK1A1 CST9L CTNNA3 CYP20A1 DIRAS3 EML4 ENOPH1 EPM2AIP1 EPS15 ETV1 EVI2B EXOC5 FAR2 FBXL20 FGD4 FGFR1OP2 FMO3 FNBP1L GCFC2 GPATCH2L GXYLT1 HBS1L HDX HECW2 HELZ HMGB2 HOOK3 HSPA13 IFIT2 IGF2R ILDR2 ISL1 ITGB8 KANSL2 KDM3B KDM6A KIAA0232 KRIT1 LMLN LYRM4 LYRM7 MACROD2 MAP3K1 MAP3K5 MAPK8 MAPRE1 MKLN1 MPL MSL3 MYCN NEK3 NEXMIF NGRN NIBAN1 NIM1K NKAIN2 NLGN4X NME5 NR4A2 NUP50 OSER1 OTP PARG PCDH8 PCMTD1 PGAP1 PHF12 PHTF2 PLCB1 PPAT PPIG PPP4R3A PSMD12 PSMG3 PTGER3 QSER1 RABIF RASGEF1A RASGRF2 RHPN2 RIMKLB RIMS1 RNF141 RNF170 RPF2 RPGRIP1L RPL15 RPS6KA2 SANBR SAR1B SCAI SCN3B SCN9A SEC24A SFR1 SH3BGRL2 SIAH2 SLC16A7 SLC35E2A SMAP1 SOX2 SPAG9 SPANXN5 SRSF2 SRSF3 SS18 STK4 SUSD5 SUZ12 SVBP SYCP2L SYNJ2BP TAF11 TBX18 TEAD1 TET2 TIMM50 TLK1 TMEM106B TMEM170B TMEM33 TMEM50B TMOD2 TNRC6B TRAF3IP2 TRIM59 TRRAP TSPAN2 TTC39C UBFD1 USP32 USP33 UTY VPS35 WNK3 ZC3H6 ZDHHC3 ZKSCAN1 ZMYM5 ZNF264 ZNF644 ZNF706 ZNHIT6 MIR371B_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR371B_3P AARD AGO1 ARID4A BNIP2 CARD10 CCDC14 CFAP161 CHRNA3 CLOCK DUSP18 FBXO21 FEZ2 FMNL3 GDAP2 GPR137B GPR183 HAND2 HDDC2 HESX1 LSM5 MAPK6 MIGA2 NTRK2 PAFAH1B1 PARP1 PFN2 PTPRG RECK REEP1 STAT3 TNRC6C TOB1 UBR5 UQCC1 VAX1 YPEL1 ZFHX4 ZNF213 ZRANB1 MIR371B_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR371B_5P AADAT AAK1 ABCA5 ABHD18 ACACB ACKR2 ACOX1 ACTN4 ACTR10 ACTR2 ACYP2 ADAMTS18 ADAMTS4 ADIPOQ ADPRH AEBP2 AFMID AIFM2 AIG1 AKR1D1 ALDH16A1 ALDH18A1 ALDH6A1 ALG1 ALG9 ALKBH5 ALS2 AMER2 ANGPT4 ANKRD17 ANKS4B ANO6 AP1G1 AP4S1 APOBEC3D APOBEC3F APOL2 APOL6 APOOL APPL1 APRG1 ARAP2 ARCN1 ARF4 ARFIP1 ARGFX ARHGAP35 ARHGAP5 ARID5B ARL17A ARL6IP1 ARMCX3 ARPIN ARSB AS3MT ASPN ATAD5 ATF1 ATF7IP ATL3 ATP13A4 ATP1B4 ATP6V0A2 ATRX ATXN3 ATXN7 AUNIP BAG5 BAZ1A BBIP1 BCL10 BLNK BLOC1S2 BPNT2 BRD2 BRIP1 BVES C15orf40 C16orf54 C19orf12 C21orf91 C2orf49 C2orf68 C2orf69 C2orf83 C3orf14 C3orf70 C5AR1 CA5B CA8 CACNA1D CACNG4 CALCB CAMLG CAND1 CASP2 CASTOR2 CBL CBX5 CBX6 CCDC122 CCDC141 CCDC50 CCDC65 CCL16 CCNJ CCNT2 CCNY CCSER2 CD226 CD274 CD3G CDC5L CDCA7L CDH6 CDX1 CEACAM8 CEBPB CEBPZOS CENPA CEP70 CEP72 CEP97 CFAP210 CFL2 CGNL1 CHD6 CHMP1B CHP1 CHRDL1 CHSY1 CHSY3 CILK1 CIPC CISD2 CLCC1 CLDN12 CLEC7A CLSPN CNBD2 CNBP CNOT6 CNOT6L CNTLN COLCA1 COLEC10 COMMD8 COX15 COX18 COX6B2 CPA4 CPS1 CPSF2 CR1 CRCP CREB1 CREB5 CREBZF CRIPT CRTAP CSDE1 CSGALNACT2 CSK CSTF2T CYB5R3 CYLD CYP1A2 CYP20A1 CYP2B6 CYP4F3 CYP51A1 CYP8B1 DACT2 DAND5 DBR1 DBT DCAF17 DCDC1 DCP2 DCUN1D1 DCUN1D2 DCUN1D5 DENND1B DHH DHRSX DIAPH2 DICER1 DISC1 DNAJC14 DNAL1 DOCK1 DSCAML1 DTX3L DUSP19 DUSP3 E2F2 EDEM1 EEA1 EEF1A1 EEF1AKMT3 EFR3B EIF2S3 EIF4E ELAPOR1 ELAVL2 ELF5 ELK4 ELOVL5 EMC1 EMP2 ENAH ENPP1 EPB41 EPB41L4A EPG5 EPHA3 ERCC6L2 ETFBKMT EXOC5 F3 FABP7 FAM111A FAM114A1 FAM117B FAM204A FAM20B FAM210A FAM217B FAM228B FAM234B FANCF FBXL17 FBXL20 FBXO28 FBXO44 FBXW2 FCAR FDFT1 FDXACB1 FEZ1 FGD2 FGD5 FGF12 FGF14 FGFBP3 FKBP11 FLRT2 FNBP4 FNDC3A FOXK1 FOXL2NB FOXP2 FRG2 FRG2C FRMD8 FRZB FSBP FSIP1 FTO FUS FXN FYB2 FZD2 FZD3 G6PC1 GABPA GABRP GALNT12 GAPVD1 GATD1 GCM1 GCOM1 GCSAML GEMIN5 GINS1 GKN2 GLB1L3 GLG1 GM2A GNA13 GNB4 GNG2 GNG4 GNL3L GNS GOLGA3 GOLM2 GOSR2 GPANK1 GPATCH2L GPI GPN3 GPR37L1 GPR83 GRB14 GRM3 GRSF1 GSDMA GSPT2 GSR GSTCD GTF2IRD2 GTF2IRD2B GTF3C4 GTPBP3 GUCY1A2 GXYLT1 H6PD HACD2 HAUS5 HAVCR2 HDAC2 HECA HECW2 HEG1 HELLS HIF3A HIGD1A HMBOX1 HMGN2 HOGA1 HOOK3 HP1BP3 HPS3 HPSE HRH4 HS3ST3B1 HTR1D HUS1 HYKK IBA57 ICE2 IFI6 IFNAR2 IGF2BP3 IKZF1 IKZF3 ILDR2 INHBE INMT INPP5B INSYN1 INTS6 IPMK IRF9 IRGQ ISL1 ITGAX ITGB8 IYD JAK2 JAK3 KALRN KBTBD6 KCNJ14 KCTD14 KDM1A KHDRBS2 KIAA1143 KIAA1210 KIF16B KIF18B KIF3A KIF5C KIN KL KLF5 KLF8 KLHDC1 KLHL30 KLLN KMT5B KPNA3 KPNA4 KRBOX4 KRIT1 KRR1 KRT222 LAMP2 LATS1 LEPROTL1 LETM1 LILRA5 LINC02897 LIX1L LMTK2 LONRF2 LPGAT1 LPP LRP2BP LRPAP1 LRPPRC LRRC19 LRRC28 LRRC47 LRRC51 LSM11 LSM8 LURAP1 LY75 LYRM7 LZIC MACO1 MAP4 MAP7D3 MAPK1IP1L MAPK8 MARVELD2 MAST3 MATR3 MAVS MBD4 MBOAT1 MCCC2 MCM4 MCTS1 MDM1 MDM2 MDM4 ME2 MED17 MEFV METTL6 METTL8 MFAP3L MFSD14B MFSD4A MFSD8 MGA MGAT4A MLANA MLEC MOB1A MOB3B MOCS3 MORN4 MPC2 MPHOSPH9 MPIG6B MPV17L MRFAP1 MRI1 MRO MRPL19 MRPS11 MRPS16 MRPS30 MS4A10 MS4A2 MSMO1 MSS51 MTFMT MTHFD2L MTPAP MTR MTRR MTX3 MYLK3 MYLK4 MYO3B MYO5C NAIF1 NCAPG2 NCBP3 NCCRP1 NDRG3 NDUFA4 NDUFC2 NDUFC2-KCTD14 NDUFV3 NEK2 NEPRO NEXMIF NF2 NHLRC2 NIBAN1 NIM1K NLK NLRC3 NMNAT1 NOCT NOL9 NOM1 NPAP1 NPIPB13 NR5A2 NSL1 NUDT19 NUFIP2 NUGGC OCLN OGFRL1 OLFML1 OLFML2A OLR1 OPRK1 OR2H1 OR51E2 ORAI3 OSBPL10 OSMR P2RY1 PABPC5 PAFAH1B1 PAICS PAIP2B PAPLN PAPOLG PARD6B PATJ PCBD2 PCDH10 PCDHB11 PCDHB16 PCDHB9 PDE12 PDE6B PDE7A PDHA1 PDK3 PDP2 PDZD8 PEAK3 PGR PHACTR4 PHF20L1 PHLDA1 PHTF2 PI4K2B PIGR PIGW PIK3CA PIK3CD PIP4K2A PITPNM2 PIWIL1 PLA1A PLAAT5 PLAC8 PLEKHA5 PLEKHF2 PLEKHH2 PNISR PNPO POLH POLR1G POLR2J2 POLR2J3 POLR2M POU2F3 PPAT PPFIBP1 PPM1A PPM1D PPM1K PPP1R15B PPP4C PRELID2 PRKCI PRR23A PRR27 PRTG PSMD12 PSPH PSTPIP2 PTCHD4 PTEN PTER PTGES3L PTGIS PURA PURB PWWP3B PYGO1 QPCTL R3HDM2 RAB11A RAB21 RAB33B RAD51AP2 RAD52 RAD54B RAD54L2 RAP1A RARS2 RASGEF1A RASGRP4 RASSF5 RBBP4 RBL1 RBM43 RBM8A RBMS3 RBSN RC3H1 RCN2 REEP3 REPS2 RETREG3 RGS9BP RHD RHNO1 RHPN2 RIMKLB RIT2 RLF RLIM RMDN1 RNF115 RNF125 RNF207 RNF8 RP2 RPL15 RPL34 RPP30 RPS24 RPS27L RRM2 RRP15 RSKR RTBDN RTCA RTKN2 RYR2 S1PR2 S1PR5 SALL4 SAMD4A SAR1B SART3 SATB2 SCAF11 SCAI SCAMP1 SCARF1 SCD SCD5 SCIMP SCML2 SCN3B SCN9A SDC2 SDE2 SDHA SEC63 SENP5 SERBP1 SERF1A SERF1B SERPINB1 SERPINB13 SERPINB8 SERPINB9 SERTAD2 SFR1 SGCB SGCD SGPL1 SH3BGRL2 SH3D19 SH3TC2 SHCBP1 SHOC2 SHOX SIGLEC11 SIGLEC14 SIKE1 SINHCAF SIX4 SKA1 SKA2 SKP2 SLA2 SLAIN1 SLC10A7 SLC12A8 SLC13A1 SLC15A1 SLC15A5 SLC16A4 SLC16A7 SLC17A3 SLC24A1 SLC24A4 SLC25A32 SLC25A34 SLC25A45 SLC2A4 SLC30A5 SLC34A2 SLC35E2A SLC35F6 SLC36A2 SLC41A2 SLC48A1 SLC4A8 SLC5A5 SLC6A11 SLC8A1 SLC9A7 SLU7 SMAD4 SMC1A SMIM17 SMU1 SMUG1 SNAPC3 SNIP1 SNTB2 SNX1 SNX13 SNX22 SOAT1 SOX4 SPACA9 SPAG9 SPAST SPATA5 SPATS2L SPC24 SPECC1 SPIB SPN SPRYD4 SS18 SSX2IP ST6GAL2 ST8SIA4 STAM STAT2 STEAP4 STEEP1 STIL STMP1 STON1 STON2 STRADB STRIP2 STX11 STX2 SULT1C4 SULT1E1 SUMF2 SUPT7L SURF4 SUSD5 SV2B SVBP SVOP SYNJ2BP SYNPO2 SYT15 SYT4 TAB3 TAF8 TANGO2 TAPBP TAS2R14 TAS2R20 TASOR TBC1D7 TBCB TBK1 TCF7 TCTN2 TDGF1 TEDDM1 TENM2 TENM3 TENM4 TENT4B TERF2 TFAP2C TFCP2L1 TFDP2 TGFBR1 TGS1 THAP5 THOC3 THUMPD2 TIMM10B TIMM23B TIMM50 TIPRL TKT TLCD2 TLCD4 TM4SF20 TMED4 TMED5 TMEM106B TMEM120B TMEM167B TMEM170B TMEM184C TMEM239 TMEM33 TMEM41B TMEM52B TMEM59 TMF1 TMTC1 TMX1 TNFRSF10B TNFSF9 TNS4 TOGARAM1 TOP3A TOPORS TOR1AIP2 TOR1B TPM3 TPMT TRA2B TRAF3IP1 TRAF3IP2 TRAPPC2 TRDN TRIAP1 TRIM13 TRIM16 TRIM16L TRIM5 TRIM59 TRMT9B TRPM6 TRPM7 TRPV1 TSNAX TSPAN2 TSPYL1 TTN TULP4 TVP23A TVP23C TWF1 TXNDC9 TXNIP TXNL4B TXNRD2 UBA5 UBA52 UBE2K UBE2V2 UBE2W UCK2 UHMK1 UMPS UNC80 UPK3BL1 UQCC3 USF3 USP33 UTP11 UTP20 UTP25 VCPIP1 VENTX VHL VIP VIPR2 VMP1 VPS13C VPS26A VPS33B VPS53 VSIG10 WAC WDFY1 WDR27 WDR44 WDR55 WDR5B WDR76 WDR87 WHAMM WNK3 XIAP XPNPEP3 ZBTB2 ZBTB20 ZBTB25 ZBTB3 ZBTB7A ZBTB8OS ZC3H12B ZC3H13 ZC3H6 ZC3HAV1 ZC3HAV1L ZCCHC14 ZCCHC24 ZCCHC4 ZCCHC8 ZDBF2 ZFC3H1 ZFP14 ZFP36L2 ZMYM1 ZMYM6 ZNF100 ZNF101 ZNF124 ZNF22 ZNF221 ZNF253 ZNF260 ZNF264 ZNF28 ZNF281 ZNF286A ZNF286B ZNF326 ZNF426 ZNF451 ZNF454 ZNF486 ZNF490 ZNF493 ZNF527 ZNF530 ZNF543 ZNF552 ZNF557 ZNF568 ZNF578 ZNF587 ZNF587B ZNF595 ZNF600 ZNF611 ZNF621 ZNF626 ZNF681 ZNF699 ZNF7 ZNF709 ZNF713 ZNF736 ZNF765 ZNF770 ZNF780B ZNF785 ZNF793 ZNF805 ZNF808 ZNF814 ZNF816 ZNF816-ZNF321P ZNF839 ZNF845 ZNF850 ZNHIT6 ZNRF3 ZSCAN2 ZSCAN9 ZSWIM1 ZSWIM4 MIR372_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR372_3P AAK1 ABHD3 ADAM9 ADAT2 AGO1 ALDH1L2 AMER2 ANKRD13C ANKRD17 ANKRD52 ANO6 APOBEC4 APP ARHGAP30 ARHGEF10 ARHGEF17 ARID4A ARID4B ARID5B ARL4C ARMC8 ASAP1 ASF1A ASF1B ATAD2 ATF6B BARX2 BCAP29 BCL11A BCL6 BLCAP BTG1 C2CD2 C2orf69 C6orf15 CAPRIN2 CCNJ CCSAP CDC23 CDCA7 CELF2 CFL2 CLIP4 CMTR2 CNOT6 COG5 CORO2B CPEB1 CREB5 CREBRF CROT CUX1 CUX2 CXCL1 CYB5D2 CYBB CYBRD1 CYP20A1 CYP26B1 DCAF6 DCUN1D1 DCUN1D4 DDHD1 DENND5B DNAI7 DNAJC27 DPP8 DPYSL5 DRD1 DUSP2 DYNC1LI2 E2F2 E2F5 E2F7 EDNRB EIF3M ELAVL2 ELK4 EPHA5 ERCC4 EXOC5 EZH1 FAM168B FAT4 FGD4 FGD5 FMR1 FNDC3A FRMD4A FSTL5 FYCO1 FZD3 FZD6 GALNT3 GDF11 GLCE GLIS3 GNPDA2 GPC6 GPCPD1 GPM6A GPR6 GRM5 GUCA1C GUCY1A1 H2AJ HAUS8 HDAC4 HECTD2 HIF1AN HIPK3 HOOK3 HP1BP3 HS2ST1 IKZF2 INO80D IRF2 IRF2BP2 ISM2 ITGB8 ITPRIPL2 JAZF1 JPT1 KAT2B KDM1B KIAA1522 KIF26B KIF3B KMT5B KPNA2 KREMEN1 LAMA3 LAMP5 LATS2 LCOR LEFTY1 LEFTY2 LHX6 LHX8 LMO3 LRP2 LRP8 LYST MAN1A1 MAP3K14 MAP3K2 MAPK9 MARCHF11 MARCHF5 MBD2 MBNL3 MCC MCL1 MED12L MFAP5 MICA MIER3 MIGA2 MIXL1 MKNK2 MPC1 MSL1 MTF1 MTUS1 MYCN MYLK MYRF NFIA NFIB NFYA NPAS3 NR2C2 NR4A3 NUFIP2 OLFM3 OXR1 PAF1 PAK2 PAK5 PARP8 PDE4D PDE8A PDIK1L PFKP PHACTR4 PHF12 PHF14 PHKA1 PIGM PKD2 PKHD1 PLAG1 PLAGL2 POLQ PPARA PPP6C PRDM4 PRDM8 PRRG1 PSD3 PTGDR PTPN21 PTPRD QRSL1 R3HDM1 RAB11A RAB11FIP1 RAB11FIP5 RAB22A RAB5C RABGAP1 RAD18 RASGEF1A RASSF2 RB1CC1 RBBP9 RBL1 REEP3 RELA RELL1 REST RFX3 RGL1 RGMB RNF216 RNF6 ROCK2 RORA RPS6KA3 RRAGD RSBN1 RSF1 RTN1 RUBCN RUNX2 RYR2 SAMD12 SDC1 SERF1A SERF1B SETBP1 SHCBP1 SKIDA1 SLAIN1 SLAIN2 SLC15A2 SLC22A23 SLC24A2 SLC33A1 SLC40A1 SMARCC2 SMNDC1 SNRK SNX8 SON SPOP SPRED1 SPTLC2 SRCIN1 SS18L1 SSX2IP ST3GAL1 ST7L SUCO SUV39H1 SUZ12 SYDE1 SYNC SYTL4 TAGAP TANC1 TAPT1 TBC1D2 TBC1D8B TCAIM TET1 TET2 TET3 TFAP4 TGFBR2 TIAM1 TIPARP TMEM100 TMEM123 TMEM170B TMEM64 TMEM86A TMTC2 TMUB2 TNFAIP1 TNKS2 TNRC18 TP53INP1 TRAPPC14 TRIM36 TRIP11 TRPV6 TSEN34 TSHZ3 TWF1 TXNIP UBE2B UBE2J1 UBE2Q2 UNC80 UNKL USP16 USP24 USP46 VDR VLDLR WDR37 YOD1 ZBTB11 ZBTB33 ZBTB41 ZBTB5 ZBTB7A ZC3H13 ZFX ZFYVE26 ZKSCAN1 ZNF362 ZNF367 ZNF385A ZNF532 ZNF75A ZNF800 ZNF827 ZNRF3 ZRANB1 MIR372_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR372_5P AAK1 ABHD18 ACTR3C ADRB2 ALG10B ANAPC10 ANKRD49 ANKRD6 AP1G1 ARHGAP28 ARL13B ARPC2 ASTN2 ATAD5 ATP5MG ATXN1 B3GALT1 BAHD1 BAZ2A BBS7 BCL10 BLOC1S5 BRI3 C21orf91 C2orf49 C3orf80 C8orf48 CAAP1 CAPN2 CAPZA2 CCDC141 CCDC170 CCDC73 CCNT2 CCSER2 CDCA2 CDH1 CEACAM8 CEP97 CFL2 CHD7 CHSY3 CLEC4G CNTNAP4 COL1A1 COMMD8 CSGALNACT2 CSK CTNNA2 CTTNBP2NL CYB5D1 DBT DENND1B DIMT1 DNAAF2 DPP10 DPYD DTX3L DUSP19 EIF2S1 EPB41L2 EPN2 EXOC5 FAM149A FAM171B FAM184A FAM83B FAM8A1 FAR2 FBN2 FCAR GATA6 GNA13 GNB5 GPATCH2L GPR37 GPR88 GPRASP1 GSTCD GTF3C3 GXYLT1 HAUS6 HDAC9 HECW2 HES1 HLA-A HOOK2 HRH4 HSPB8 IARS1 IKZF2 INMT ITGA7 IVNS1ABP KIF2A KLF5 KLHL11 KLHL31 KMT5B KRIT1 LAMP3 LBX2 LCMT2 LCOR LIN7C LMLN LRBA LRCH2 LRRC19 LRRC3B LTN1 LYRM7 MAGI1 MAPK8 MAT2B MB21D2 MCUR1 MGAT4A MIER3 MOB1A MPEG1 MPZL3 MRTFB MS4A3 MTFR1 MTPAP MYO1C MYOZ1 NAA50 NBEAL1 NCAPG2 NECAB1 NEGR1 NEIL3 NEMF NETO1 NEXMIF NIM1K NKAIN2 NOC3L NRAS NUDT15 OGDH OXGR1 PAIP2 PCMTD1 PDS5A PHC3 PHTF2 PIGA PIK3C2B PLEKHA5 PLRG1 PPAT PPM1A PPP1CC PPP2R1B PPTC7 PRDM1 PTBP3 PTEN PTPMT1 QKI QSER1 RABGEF1 RAD23B RALGAPA1 RASGEF1A RB1CC1 RBAK RBM7 RC3H1 RECQL RHPN2 RIDA RIMKLB RNF44 ROCK1 RPF2 RPL15 RPS6KA6 RRP15 SAR1B SCAI SCLT1 SEC11C SEMA3A SEMA4C SFR1 SH3BGRL2 SH3YL1 SHCBP1 SIKE1 SIPA1L2 SKA3 SLC24A2 SLC30A6 SLC38A1 SLC6A14 SMCR8 SMIM14 SPAG9 SRSF10 SRSF2 SRSF7 SS18 SSBP2 STEAP2 STX17 STXBP5 SUSD5 SUV39H2 SVBP TCERG1L TFPI2 TIAM1 TM4SF20 TMEM106B TMEM167B TMEM33 TNFAIP8L1 TNRC6B TPM3 TRAF3IP2 TSPAN2 TUBB UBE2K VAX1 WNK3 XRN1 YAF2 YTHDC2 ZFP14 ZFY ZNF136 ZNF420 ZNF493 ZNF532 ZNF614 ZNF711 ZNF736 ZNF780B ZNF805 MIR373_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR373_3P AAK1 ABHD3 ADAM9 ADAT2 AGO1 ALDH1L2 AMER2 ANKRD13C ANKRD17 ANKRD52 ANO6 APP ARHGAP30 ARHGEF10 ARHGEF17 ARID4A ARID4B ARID5B ARL4C ARMC8 ASAP1 ASF1A ASF1B ATAD2 ATF6B BARX2 BCAP29 BCL11A BCL6 BLCAP BTG1 C2CD2 C2orf69 C6orf15 CAPRIN2 CCNJ CCSAP CDC23 CDCA7 CELF2 CFL2 CLIP4 CMTR2 CNOT6 COG5 CORO2B CPEB1 CREB5 CREBRF CROT CUX1 CUX2 CXCL1 CYB5D2 CYBB CYBRD1 CYP20A1 CYP26B1 DCAF6 DCUN1D1 DCUN1D4 DDHD1 DENND5B DNAI7 DNAJC27 DPP8 DPYSL5 DRD1 DUSP2 DYNC1LI2 E2F2 E2F5 E2F7 EDNRB EIF3M ELAVL2 ELK4 EPHA5 EXOC5 EZH1 FAM168B FAT4 FGD4 FGD5 FNDC3A FRMD4A FSTL5 FYCO1 FZD3 FZD6 GALNT3 GDF11 GLCE GLIS3 GNPDA2 GPC6 GPCPD1 GPM6A GPR6 GUCA1C GUCY1A1 H2AJ HAUS8 HDAC4 HECTD2 HIF1AN HIPK3 HOOK3 HP1BP3 HS2ST1 IKZF2 INO80D IRF2 IRF2BP2 ISM2 ITGB8 ITPRIPL2 JAZF1 JPT1 KAT2B KDM1B KIAA1522 KIF26B KIF3B KMT5B KPNA2 KREMEN1 LAMA3 LAMP5 LATS2 LCOR LEFTY1 LEFTY2 LHX6 LHX8 LMO3 LRP2 LRP8 LYST MAN1A1 MAP3K14 MAP3K2 MAPK9 MARCHF11 MARCHF5 MBD2 MBNL3 MCC MCL1 MED12L MFAP5 MICA MIER3 MIGA2 MIXL1 MKNK2 MPC1 MSL1 MTF1 MTUS1 MYCN MYLK MYRF NFIA NFIB NFYA NPAS3 NR2C2 NR4A3 NUFIP2 OLFM3 OXR1 PAF1 PAK2 PAK5 PARP8 PDE4D PDE8A PDIK1L PFKP PHF12 PHF14 PHKA1 PIGM PKD2 PKHD1 PLAG1 PLAGL2 POLQ PPARA PPP6C PRDM4 PRDM8 PRRG1 PSD3 PTGDR PTPN21 PTPRD QRSL1 R3HDM1 RAB11A RAB11FIP1 RAB11FIP5 RAB22A RAB5C RABGAP1 RAD18 RASGEF1A RASSF2 RB1CC1 RBL1 REEP3 RELA RELL1 REST RFX3 RGL1 RGMB RNF216 RNF6 ROCK2 RPS6KA3 RRAGD RSBN1 RSF1 RTN1 RUBCN RUNX2 RYR2 SAMD12 SDC1 SERF1A SERF1B SETBP1 SKIDA1 SLAIN1 SLAIN2 SLC15A2 SLC22A23 SLC24A2 SLC33A1 SLC40A1 SMARCC2 SMNDC1 SNRK SNX8 SON SPOP SPRED1 SPTLC2 SRCIN1 SS18L1 SSX2IP ST3GAL1 ST7L SUCO SUV39H1 SYDE1 SYNC SYTL4 TAGAP TANC1 TAPT1 TBC1D2 TBC1D8B TCAIM TET1 TET2 TET3 TFAP4 TGFBR2 TIAM1 TIPARP TMEM100 TMEM123 TMEM170B TMEM64 TMEM86A TMTC2 TMUB2 TNFAIP1 TNKS2 TNRC18 TP53INP1 TRAPPC14 TRIM36 TRIP11 TSEN34 TSHZ3 TWF1 TXNIP UBE2B UBE2J1 UBE2Q2 UNC80 UNKL USP16 USP24 USP46 VDR VLDLR WDR37 YOD1 ZBTB11 ZBTB33 ZBTB41 ZBTB5 ZBTB7A ZC3H13 ZFX ZFYVE26 ZKSCAN1 ZNF362 ZNF367 ZNF385A ZNF532 ZNF75A ZNF800 ZNF827 ZNRF3 ZRANB1 MIR373_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR373_5P AADAT AAK1 ABCA5 ABHD18 ACACB ACKR2 ACOX1 ACTN4 ACTR10 ACTR2 ACYP2 ADAMTS18 ADAMTS4 ADIPOQ ADPRH AEBP2 AFMID AIFM2 AIG1 AKR1D1 ALDH16A1 ALDH18A1 ALDH6A1 ALG1 ALG9 ALKBH5 ALS2 AMER2 ANGPT4 ANKRD17 ANKS4B ANO6 AP1G1 AP4S1 APOBEC3D APOBEC3F APOL2 APOL6 APOOL APPL1 APRG1 ARAP2 ARCN1 ARF4 ARFIP1 ARGFX ARHGAP35 ARHGAP5 ARID5B ARL17A ARL6IP1 ARMCX3 ARPIN ARSB AS3MT ASPN ATAD5 ATF1 ATF7IP ATL3 ATP13A4 ATP1B4 ATP6V0A2 ATRX ATXN3 ATXN7 AUNIP BAG5 BAZ1A BBIP1 BCL10 BLNK BLOC1S2 BPNT2 BRD2 BRIP1 BVES C15orf40 C16orf54 C19orf12 C21orf91 C2orf49 C2orf68 C2orf69 C2orf83 C3orf14 C3orf70 C5AR1 CA5B CA8 CACNA1D CACNG4 CALCB CAMLG CAND1 CASP2 CASTOR2 CBL CBX5 CBX6 CCDC122 CCDC141 CCDC50 CCDC65 CCL16 CCNJ CCNT2 CCNY CCSER2 CD226 CD274 CD3G CDC5L CDCA7L CDH6 CDKL5 CDX1 CEACAM8 CEBPB CEBPZOS CENPA CEP70 CEP72 CEP97 CFAP210 CFL2 CGNL1 CHD6 CHMP1B CHP1 CHRDL1 CHSY1 CHSY3 CILK1 CIPC CISD2 CLCC1 CLDN12 CLEC7A CLSPN CNBD2 CNBP CNOT6 CNOT6L CNTLN COLCA1 COLEC10 COMMD8 COX15 COX18 COX6B2 CPA4 CPS1 CPSF2 CR1 CRCP CREB1 CREB5 CREBZF CRIPT CRTAP CSDE1 CSGALNACT2 CSK CSTF2T CYB5R3 CYLD CYP1A2 CYP20A1 CYP2B6 CYP4F3 CYP51A1 CYP8B1 DACT2 DAND5 DBR1 DBT DCAF17 DCDC1 DCP2 DCUN1D1 DCUN1D2 DCUN1D5 DENND1B DHH DHRSX DIAPH2 DICER1 DISC1 DNAJC14 DNAL1 DOCK1 DSCAML1 DTX3L DUSP19 DUSP3 E2F2 EDEM1 EEA1 EEF1A1 EEF1AKMT3 EFR3B EIF2S3 EIF4E ELAPOR1 ELAVL2 ELF5 ELK4 ELOVL5 EMC1 EMP2 ENAH ENPP1 EPB41 EPB41L4A EPG5 EPHA3 ERCC6L2 ETFBKMT EXOC5 F3 FABP7 FAM111A FAM114A1 FAM117B FAM204A FAM20B FAM210A FAM217B FAM228B FAM234B FANCF FBXL17 FBXL20 FBXO28 FBXO44 FBXW2 FCAR FDFT1 FDXACB1 FEZ1 FGD2 FGD5 FGF12 FGF14 FGFBP3 FKBP11 FLRT2 FNBP4 FNDC3A FOXK1 FOXL2NB FOXP2 FRG2 FRG2C FRMD8 FRZB FSBP FSIP1 FTO FUS FXN FYB2 FZD2 FZD3 G6PC1 GABPA GABRP GALNT12 GAPVD1 GATD1 GCM1 GCOM1 GCSAML GEMIN5 GINS1 GKN2 GLB1L3 GLG1 GM2A GNA13 GNB4 GNG2 GNG4 GNL3L GNS GOLGA3 GOLM2 GOSR2 GPANK1 GPATCH2L GPI GPN3 GPR37L1 GPR83 GRB14 GRM3 GRSF1 GSDMA GSPT2 GSR GSTCD GTF2IRD2 GTF2IRD2B GTF3C4 GTPBP3 GUCY1A2 GXYLT1 H6PD HACD2 HAUS5 HAVCR2 HDAC2 HECA HECW2 HEG1 HELLS HIF3A HIGD1A HMBOX1 HMGN2 HOGA1 HOOK3 HP1BP3 HPS3 HPSE HRH4 HS3ST3B1 HTR1D HUS1 HYKK IBA57 ICE2 IFI6 IFNAR2 IGF2BP3 IKZF1 IKZF3 ILDR2 INHBE INMT INPP5B INSYN1 INTS6 IPMK IRF4 IRF9 IRGQ ISL1 ITGAX ITGB8 IYD JAK2 JAK3 KALRN KBTBD6 KCNJ14 KCTD14 KDM1A KHDRBS2 KIAA1143 KIAA1210 KIF16B KIF18B KIF3A KIF5C KIN KL KLF5 KLF8 KLHDC1 KLHL30 KLLN KMT5B KPNA3 KPNA4 KRBOX4 KRIT1 KRR1 KRT222 LAMP2 LATS1 LEPROTL1 LETM1 LILRA5 LINC02897 LIX1L LMTK2 LONRF2 LPGAT1 LRP2BP LRPAP1 LRPPRC LRRC19 LRRC28 LRRC47 LRRC51 LSM11 LSM8 LURAP1 LY75 LYRM7 LZIC MACO1 MAP4 MAP7D3 MAPK1IP1L MAPK8 MARVELD2 MAST3 MATR3 MAVS MBD4 MBOAT1 MCCC2 MCM4 MCTS1 MDM1 MDM2 MDM4 ME2 MED17 MEFV METTL6 METTL8 MFAP3L MFSD14B MFSD4A MFSD8 MGA MGAT4A MLANA MLEC MOB1A MOB3B MOCS3 MORN4 MPC2 MPIG6B MPV17L MRFAP1 MRI1 MRO MRPL19 MRPS11 MRPS16 MRPS30 MS4A10 MS4A2 MSMO1 MSS51 MTFMT MTHFD2L MTPAP MTR MTRR MTX3 MYLK3 MYLK4 MYO3B MYO5C NAIF1 NCAPG2 NCBP3 NCCRP1 NDRG3 NDUFA4 NDUFC2 NDUFC2-KCTD14 NDUFV3 NEK2 NEPRO NEXMIF NF2 NHLRC2 NIBAN1 NIM1K NLK NLRC3 NMNAT1 NOCT NOL9 NOM1 NPAP1 NPIPB13 NR5A2 NSL1 NUDT19 NUFIP2 NUGGC OCLN OGFRL1 OLFML1 OLFML2A OLR1 OPRK1 OR2H1 OR51E2 ORAI3 OSBPL10 OSMR P2RY1 PABPC5 PAFAH1B1 PAICS PAIP2B PAPLN PAPOLG PARD6B PATJ PCBD2 PCDH10 PCDHB11 PCDHB16 PCDHB9 PDE12 PDE6B PDE7A PDHA1 PDK3 PDP2 PDZD8 PEAK3 PGR PHACTR4 PHF20L1 PHLDA1 PHTF2 PI4K2B PIGR PIGW PIK3CA PIK3CD PIP4K2A PITPNM2 PIWIL1 PLA1A PLAAT5 PLAC8 PLEKHA5 PLEKHF2 PLEKHH2 PNISR PNPO POLH POLR1G POLR2J2 POLR2J3 POLR2M POU2F3 PPAT PPFIBP1 PPM1A PPM1D PPM1K PPP1R15B PPP4C PRELID2 PRKCI PRR23A PRR27 PRTG PSMD12 PSPH PSTPIP2 PTCHD4 PTEN PTER PTGES3L PTGIS PURA PURB PWWP3B PYGO1 QPCTL R3HDM2 RAB11A RAB21 RAB33B RAD51AP2 RAD52 RAD54B RAD54L2 RAP1A RARS2 RASGEF1A RASGRP4 RASSF5 RBBP4 RBL1 RBM43 RBM8A RBMS3 RBSN RCN2 REEP3 REPS2 RETREG3 RGS9BP RHD RHNO1 RHPN2 RIMKLB RIT2 RLF RLIM RMDN1 RNF115 RNF125 RNF207 RNF8 RP2 RPL15 RPL34 RPP30 RPS24 RPS27L RRM2 RRP15 RSKR RTBDN RTCA RTKN2 RYR2 S1PR2 S1PR5 SALL4 SAMD4A SAR1B SART3 SATB2 SCAF11 SCAI SCAMP1 SCARF1 SCD SCD5 SCIMP SCML2 SCN3B SCN9A SDC2 SDE2 SDHA SEC63 SENP5 SERBP1 SERF1A SERF1B SERPINB1 SERPINB13 SERPINB8 SERPINB9 SERTAD2 SFR1 SGCB SGCD SGPL1 SH3BGRL2 SH3D19 SH3TC2 SHCBP1 SHOC2 SHOX SIGLEC11 SIGLEC14 SIKE1 SINHCAF SIX4 SKA1 SKA2 SKP2 SLA2 SLAIN1 SLC10A7 SLC12A8 SLC13A1 SLC15A1 SLC15A5 SLC16A4 SLC16A7 SLC17A3 SLC24A1 SLC24A4 SLC25A32 SLC25A34 SLC25A45 SLC2A4 SLC30A5 SLC34A2 SLC35E2A SLC35F6 SLC36A2 SLC41A2 SLC48A1 SLC4A8 SLC5A5 SLC6A11 SLC8A1 SLC9A7 SLU7 SMAD4 SMC1A SMIM17 SMU1 SMUG1 SNAPC3 SNIP1 SNTB2 SNX1 SNX13 SNX22 SOAT1 SOX4 SPACA9 SPAG9 SPAST SPATA5 SPATS2L SPC24 SPECC1 SPIB SPN SPRYD4 SS18 SSX2IP ST6GAL2 ST8SIA4 STAM STAT2 STEAP4 STEEP1 STIL STMP1 STON1 STON2 STRADB STRIP2 STX11 STX2 SULT1C4 SULT1E1 SUMF2 SUPT7L SURF4 SUSD5 SV2B SVBP SVOP SYNJ2BP SYNPO2 SYT15 SYT4 TAB3 TAF8 TANGO2 TAPBP TAS2R14 TAS2R20 TASOR TBC1D7 TBCB TBK1 TCF7 TCTN2 TDGF1 TEDDM1 TENM2 TENM3 TENM4 TENT4B TERF2 TFAP2C TFCP2L1 TFDP2 TGFBR1 TGS1 THAP5 THOC3 THUMPD2 TIMM10B TIMM23B TIMM50 TIPRL TKT TLCD2 TLCD4 TM4SF20 TMED4 TMED5 TMEM106B TMEM120B TMEM167B TMEM170B TMEM184C TMEM239 TMEM33 TMEM41B TMEM52B TMEM59 TMF1 TMTC1 TMX1 TNFRSF10B TNFSF9 TNS4 TOGARAM1 TOP3A TOPORS TOR1AIP2 TOR1B TPM3 TPMT TRA2B TRAF3IP1 TRAF3IP2 TRAPPC2 TRDN TRIAP1 TRIM13 TRIM16 TRIM16L TRIM5 TRIM59 TRMT9B TRPM6 TRPM7 TRPV1 TSNAX TSPAN2 TSPYL1 TTN TULP4 TVP23A TVP23C TWF1 TXNDC9 TXNIP TXNL4B TXNRD2 UBA5 UBA52 UBE2K UBE2V2 UBE2W UCK2 UHMK1 UMPS UNC80 UPK3BL1 UQCC3 USF3 USP33 UTP11 UTP20 UTP25 VCPIP1 VENTX VHL VIP VIPR2 VMP1 VPS13C VPS26A VPS33B VPS53 VSIG10 WAC WDFY1 WDR27 WDR44 WDR55 WDR5B WDR76 WDR87 WHAMM WNK3 XIAP XPNPEP3 ZBTB2 ZBTB25 ZBTB3 ZBTB7A ZBTB8OS ZC3H12B ZC3H13 ZC3H6 ZC3HAV1 ZC3HAV1L ZCCHC14 ZCCHC24 ZCCHC4 ZCCHC8 ZDBF2 ZFC3H1 ZFP14 ZFP36L2 ZMYM1 ZMYM6 ZNF100 ZNF101 ZNF124 ZNF22 ZNF221 ZNF253 ZNF260 ZNF264 ZNF28 ZNF281 ZNF286A ZNF286B ZNF326 ZNF426 ZNF451 ZNF454 ZNF486 ZNF490 ZNF493 ZNF527 ZNF530 ZNF543 ZNF552 ZNF557 ZNF568 ZNF578 ZNF587 ZNF587B ZNF595 ZNF600 ZNF611 ZNF621 ZNF626 ZNF681 ZNF699 ZNF7 ZNF709 ZNF736 ZNF765 ZNF770 ZNF780B ZNF785 ZNF793 ZNF805 ZNF808 ZNF814 ZNF816 ZNF816-ZNF321P ZNF839 ZNF845 ZNF850 ZNHIT6 ZNRF3 ZSCAN2 ZSCAN9 ZSWIM1 ZSWIM4 MIR374A_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR374A_3P ABCC10 ABHD3 ADCYAP1 ANO6 AOPEP ARHGAP42 ARRDC3 ATPAF1 BCCIP BMPR2 BTF3 C12orf50 C3orf62 CAB39L CALHM2 CCDC28A-AS1 CCNDBP1 CDS1 CHST9 CLDN22 CLEC1A CNTN1 COPS8 CREBBP CREG1 DEXI EEA1 EIF3A ELOVL7 ERC2 FAF2 FKTN FUT9 GCFC2 GEN1 GLRB GLRX GNPTG GOLGA4 GPBP1 GPR155 GPR85 GSTA1 GSTA2 HMBOX1 HOMER1 HS2ST1 HSP90AA1 IL2 KCND2 KCNJ3 KDSR KLHL24 KPNB1 LACTB LARP4 LGR4 LONP2 MAP2 MED19 MTRR MTX3 NAB1 NCOA7 NEGR1 NOL8 NPHP1 NR4A2 OGN OPRM1 OR6A2 OXR1 PABIR3 PARD3B PCMTD1 PHF20L1 PHF3 PHYH PIAS1 PIK3CG PLD1 PLPPR4 PLPPR5 POLR1F PPP2R5E PRKAR2B PROX1 PTPN12 PTPRG RAET1E RANBP17 RBM27 RFX7 RHOA RNF4 RNGTT SCAF11 SCAF8 SH3GLB1 SHISA2 SLC24A2 SLC35A5 SLC41A1 SLC4A11 SLIT2 SMARCE1 SORBS2 SOWAHC SP1 SP8 SPARC STAT3 TDRD5 TFAP2B TRPC5 TRPS1 UBA5 UBE2K UNC80 USP10 USP49 VBP1 WNT3 WNT7A YIPF4 ZBTB1 ZBTB10 ZBTB26 ZC3H12C ZDHHC13 ZFAND1 ZMAT3 ZNF460 ZNF470 ZNF562 ZNF655 MIR374A_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR374A_5P AAK1 ABAT ABCA8 ABHD18 ABHD5 ABR ABTB3 ACAN ACKR4 ACSL4 ACSL6 ACTR3 ACVR2B ADAM10 ADCYAP1 ADD3 AFF1 AGL AGPAT5 AHDC1 AHI1 AHR AHSA2P ANKRD34B ANLN ANOS1 APOBEC4 ARHGAP5 ARHGEF40 ARL15 ASB5 ASCL1 ASGR2 ASTN2 ATAD2 ATAD2B ATF7 ATXN1 BCL11B BEND4 BMP2 BOLA3 BRWD1 BRWD3 BSDC1 C10orf90 C11orf58 C11orf87 C3orf70 C4orf33 C5orf24 C8orf33 CA12 CAAP1 CACNB4 CADM2 CAMSAP2 CAPZA2 CAV2 CCDC126 CCDC191 CCDC34 CCDC47 CCL2 CCL8 CCND1 CCNE2 CDC14A CDC40 CDC42BPB CDC73 CDK20 CDK6 CDS1 CEBPB CELF4 CEMIP CENPJ CEP350 CFAP418 CGNL1 CLVS2 CNTN1 CNTN4 CPEB4 CRIM1 CSGALNACT2 CSMD3 CWC27 CXADR CYB5A CYP24A1 CYYR1 DBR1 DCAF10 DCDC2 DCUN1D1 DCUN1D5 DIPK2A DKK2 DLG2 DMXL1 DOK6 DPY19L4 DSEL DSG2 DUSP19 DUSP6 DUSP8 EDAR EEA1 EGFL6 EIF2S2 ELAVL4 ELOVL7 EN1 EN2 EPB41L2 ETNK1 ETS2 EXOC7 EYS FABP2 FAF2 FAM161A FAM222B FAM47E-STBD1 FAT4 FBXL5 FDXACB1 FGF5 FLG2 FNIP1 FOXD2 FOXM1 FPR3 FRMPD4 FZD3 GABRA1 GABRG1 GABRG2 GADD45A GAS7 GATA3 GCLM GLO1 GNB2 GNPNAT1 GOLGA8M GOSR1 GPANK1 GRAMD1B HAPLN1 HECTD1 HECTD4 HES1 HGF HIBADH HMGN5 HNMT HOMER1 HOXA10 HR HSBP1 HSPA4 HUNK IGFBP3 IKZF2 IL22 IQSEC2 ITGA2 ITGB8 ITIH5 KANSL1L KAT6A KCTD20 KIF20A KIRREL1 KLHL28 KLHL29 KRCC1 LCA5 LDLRAD4 LEPR LIN54 LIN9 LNPK LPAR1 LPL LRP12 LRRTM3 LSAMP LTBP1 MACC1 MAP2 MAP2K4 MAP2K6 MAP4K3 MAP9 MAPK6 MBLAC2 MBNL3 MCFD2 MCTP2 MECP2 MED13 MED23 MEF2D MEOX2 MICB MICU3 MIPOL1 MIS18A MKX MLX MMP14 MOCS3 MORN4 MOSPD2 MREG MRPL42 MSH4 MSI2 MYO5A MYO5B MYO5C MYT1L MZT1 N4BP2 NCK1 NCOA1 NDUFA5 NEDD4L NEO1 NETO1 NEUROG2 NGLY1 NHLRC2 NIBAN1 NIPBL NKX2-2 NLN NME5 NOVA1 NR4A3 NRDE2 NRG2 NRK NRN1 NSUN3 NTF3 NUDT11 NUP35 NUP98 OCRL OR7A5 PALS2 PAPPA PAQR3 PARD6B PARP8 PCDH11X PCDH11Y PCDHB15 PCGF5 PDCD1 PDE10A PDE4B PDE4D PDE7B PELI1 PEX2 PGGT1B PHACTR2 PIGW PITX2 PKD1L2 PLD5 PLN PLPP3 PMPCB PNLIPRP3 PNPT1 POLK PPIL3 PPM1B PPP2R3A PRDM1 PRDM11 PRDM5 PREX2 PRH2 PRPF18 PRR16 PRRG1 PSMB2 PSMC3IP PTGER3 PTPN14 RAB22A RAB3GAP2 RABEP1 RAC1 RALGDS RANBP6 RAP1B RASGRF1 RBM27 RELCH RFK RGS14 RGS21 RGS4 RGS7BP RIC1 RNF14 RNF180 RNF214 RORA RPL34 RPRD1A RPRD2 RREB1 RSF1 RTKN2 SCML1 SCRN3 SEC63 SEL1L SELE SEMA3D SEPSECS SGPP1 SHPRH SLC22A10 SLC24A2 SLC2A12 SLC35F5 SLCO1B3 SLIT3 SLITRK1 SMAD2 SMAD6 SMARCAD1 SMKR1 SNTG1 SNX17 SNX18 SNX4 SOS1 SP1 SP3 SP4 SP5 SPIN1 SPOPL SRP68 SRSF5 SRSF7 STBD1 STEAP2 STK38L STMN2 STRIP2 STYX SUCNR1 SUMO4 SYT14 TACC1 TAF4B TAF5L TAFA2 TBC1D19 TBC1D23 TBC1D9 TCAIM TCERG1 TCF24 TENT2 TET3 TFDP1 TGFA TLCD4 TLE4 TM4SF19 TM9SF2 TMED5 TMEM108 TMEM123 TMEM185A TMEM192 TMEM207 TMEM245 TMEM267 TMEM38B TMPRSS11B TNFAIP3 TNRC6A TRPS1 TSPOAP1 TTC8 TXLNB UBE2K UBE3A UST VEGFC VGLL3 VSTM2A WASHC4 WDR35 WDR72 WNT5A WNT5B XIRP2 YME1L1 YTHDF1 ZBTB34 ZBTB46 ZCCHC4 ZCCHC9 ZDHHC5 ZFP36 ZFP37 ZIC3 ZNF131 ZNF16 ZNF280D ZNF423 ZNF527 ZNF587B ZNF615 ZNF655 ZNF711 ZNF81 ZSWIM6 MIR374B_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR374B_3P ADGRL3 AHSA2P ARFGEF1 ASH1L ATP6V1C2 B4GALT1 BLTP3A BMPR1A C1GALT1 C3orf62 CALCR CCDC80 CDH10 CDK17 CENPI CLCN3 CLPX CMC4 CPNE4 CREB5 CSNK1D CTCFL DBNDD2 DCN DCUN1D4 DDX53 DGKH DNM3 DSEL DYRK1A EEF1AKMT2 FAM135A FAM169A FAM199X FAM204A FBXL3 FBXW7 FEZF1 FMR1 FOXO1 GABRA2 GAREM1 GAS7 GDPD4 GRIP1 HECTD1 HIPK3 HTR1F IKZF5 INO80D IPO7 ISM1 ITGB1 JRKL KANK1 KCNQ5 KIF21A KLHL28 KSR1 LCN2 LRRC1 LRRC19 LRRK1 MARCKSL1 MCTS1 MGAT2 MLIP MOB4 MOV10 MPDZ MSL3 MSX2 MTF1 NAA15 NIPAL3 NOS1 NPTN NR2F2 NRBP1 NUDT4 NWD2 OPRM1 PACRG PAM PARP8 PLAG1 POGZ PPARGC1A PPIG PRMT2 PROX1 PTAR1 PTPRE PTPRR QKI QRFPR RAB14 RASGEF1B RASSF10 RP2 RPS6KA6 SEC24C SEPTIN7 SH3BGRL2 SIPA1L1 SLC16A9 SLC20A1 SLC38A1 SLIT2 SLITRK4 SMAD2 SMAD7 SP7 SPRED1 SRPRA SRRT STK33 STXBP5L SUMF1 SYT9 TAOK1 TFRC TIPARP TLK1 TMCC1 TMEM100 TMEM183A TMEM30A TMEM70 TMOD3 TTL UBE4B UBR3 UHMK1 UNC13A VEGFA VSNL1 ZBTB38 ZC2HC1A ZFHX3 ZFP82 ZFPM2 ZFYVE21 ZNF518A ZNF621 MIR374B_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR374B_5P AAK1 ABAT ABCA8 ABHD18 ABHD5 ACAN ACKR4 ACSL4 ACSL6 ACVR2B ADAM10 ADCYAP1 ADD3 AFF1 AGL AGPAT5 AHDC1 AHI1 AHR AHSA2P ANKRD34B ANLN ANTXR1 APOBEC4 ARHGAP5 ASB5 ASCL1 ASTN2 ATAD2 ATF7 ATXN1 BEND4 BMP2 BOLA3 BRWD3 C11orf58 C11orf87 C8orf33 CAAP1 CACNB4 CADM2 CAMSAP2 CAPZA2 CAV2 CCDC126 CCDC191 CCDC34 CCDC47 CCL2 CCL8 CCND1 CCNE2 CDC14A CDC42BPB CDK6 CDS1 CEBPB CELF4 CEMIP CENPJ CEP350 CGNL1 CLVS2 CNTN1 CNTN4 CRIM1 CSGALNACT2 CSMD3 CWC27 CXADR CYB5A CYP24A1 CYYR1 DBR1 DCAF10 DCDC2 DCUN1D1 DMXL1 DOK6 DSEL DSG2 DUSP19 DUSP6 DUSP8 EDAR EEA1 EIF2S2 ELAVL4 EN1 EN2 EPB41L2 ETNK1 ETS2 EXOC5 EXOC7 EYS FABP2 FAF2 FAM161A FAM222B FAM47E-STBD1 FBXL5 FDXACB1 FGF5 FLG2 FNIP1 FOXD2 FOXM1 FPR3 FRMPD4 FZD3 GABRA1 GABRG1 GABRG2 GADD45A GAS7 GATA3 GCLM GLO1 GNB2 GNPNAT1 GOLGA8M GPANK1 GRAMD1B HAPLN1 HECTD1 HECTD4 HES1 HGF HIBADH HMGN5 HNMT HOMER1 HOXA10 HR HSBP1 HSPA4 HUNK IGFBP3 IKZF2 IL22 IQSEC2 ITGA2 KAT6A KCTD20 KIF20A KIRREL1 KLHL28 KLHL29 LCA5 LDLRAD4 LEPR LIN54 LIN9 LNPK LPAR1 LRP12 LRRTM3 LSAMP LTBP1 MACC1 MAP2 MAP2K6 MAP4K3 MAP9 MAPK6 MBLAC2 MBNL3 MCFD2 MCTP2 MECP2 MED13 MEF2D MICB MICU3 MIPOL1 MIS18A MKX MLX MMP14 MOCS3 MORN4 MOSPD2 MREG MSI2 MYO5A MYO5B MYO5C MZT1 N4BP2 NCK1 NCOA1 NDUFA5 NEDD4L NEO1 NETO1 NEUROG2 NGLY1 NHLRC2 NIBAN1 NIPBL NKX2-2 NLN NME5 NR4A3 NRDE2 NRG2 NRK NSUN3 NTF3 NUDT11 NUP35 NUP98 OCRL OR7A5 PAPPA PAQR3 PARD6B PARP8 PCDH11X PCDH11Y PCDHB15 PDCD1 PDE10A PDE4B PDE4D PDE7B PELI1 PEX2 PGGT1B PHACTR2 PIGW PITX2 PKD1L2 PLD5 PLN PLPP3 PMPCB PNLIPRP3 POLK PPIL3 PRDM1 PRDM11 PRDM5 PREX2 PRH2 PRPF18 PRR16 PRRG1 PSMB2 PSMC3IP PTGER3 RAB22A RAB3GAP2 RABEP1 RAC1 RALGDS RALGPS2 RAP1B RBM27 RELCH RFK RGS21 RGS4 RGS7BP RIC1 RNF14 RNF180 RNF214 RORA RPL34 RPRD2 RREB1 RSF1 RTKN2 SCML1 SCRN3 SEL1L SEMA3D SEPSECS SGPP1 SHPRH SLC22A10 SLC2A12 SLC35F5 SLIT3 SLITRK1 SMAD2 SMAD6 SMARCAD1 SNX18 SNX4 SOS1 SP1 SP3 SP4 SP5 SPIN1 SPOPL SRSF5 SRSF7 STBD1 STEAP2 STK38L STMN2 STYX SUCNR1 SUMO4 SYT14 TACC1 TAF4B TAF5L TAFA2 TBC1D19 TBC1D23 TBC1D9 TCAIM TCERG1 TCF24 TENT2 TET3 TFDP1 TGFA TLE4 TM4SF19 TM9SF2 TMED5 TMEM108 TMEM123 TMEM185A TMEM192 TMEM196 TMEM207 TMEM245 TMEM267 TMEM38B TMPRSS11B TNFAIP3 TNRC6A TRPS1 TSPOAP1 TTC8 TXLNB UBE2K UBE3A UST VEGFC VGLL3 VSTM2A WASHC4 WDR35 WDR72 WNT5A WNT5B XIRP2 YME1L1 YTHDF1 ZBTB34 ZBTB46 ZCCHC4 ZCCHC9 ZDHHC5 ZFP37 ZIC3 ZNF131 ZNF16 ZNF280D ZNF423 ZNF527 ZNF587B ZNF615 ZNF655 ZNF711 ZNF81 ZSWIM6 MIR374C_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR374C_3P ACSL1 ARID4A BRIP1 CACNB4 CAMSAP2 CCDC32 CDC14A CEP128 CEP44 CHUK CREB3L2 DCUN1D5 DLD DZIP1 ERLIN2 FAM120A FAM13C FBXW11 FHIP2A FPR2 GABRB2 GRIA3 GTF3C3 GULP1 HMGB2 HNMT L3MBTL3 LAMP2 MAP10 MMEL1 MMGT1 MSL2 MTFR1 NCOA2 NDNF NEDD1 ONECUT2 PCDH17 PELI1 PFN4 PRORP PTN RBM14-RBM4 RBM4 REL SFPQ SLC12A2 SLC9A9 ST6GALNAC3 TBC1D9 VCL ZDHHC13 ZKSCAN2 MIR374C_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR374C_5P ABCG2 ABHD13 ACER3 ACLY ACSL4 ADAM10 ADAMTS6 ADD1 ADD3 ADM AEBP2 AFF4 AGFG1 AHDC1 ANKRD13C AP1S3 APC APCS APOBEC3A APOBEC3B ARID2 ARID4B ARMC3 ARPP19 ASCL1 ATAD2 ATAD5 ATG14 ATL2 ATP13A3 ATP5MC2 ATXN1L B4GALT6 BAAT BCL2L11 BHLHE22 BICC1 BICD2 BLTP3A BMS1 BOLL BPNT2 BPTF BTAF1 C11orf58 C11orf87 C18orf32 C2orf69 C3orf80 C5orf63 C8orf76 CALU CANX CAPRIN2 CAPZA1 CAPZA2 CASK CBFB CCDC140 CCDC80 CCDC85A CCNG2 CCNK CCNYL1 CCT5 CDADC1 CDH19 CDK11A CDK11B CDK17 CDK19 CDK2AP1 CEBPB CEP135 CEP350 CEP43 CERT1 CFAP20DC CFAP418 CGGBP1 CHIC1 CHIC2 CHN2 CHRNA9 CHSY3 CILK1 CLCF1 CLIC4 CMTM4 CMTM8 CNOT6L CNR1 CPEB3 CPNE8 CPSF6 CREBRF CREBZF CSTA CTDSPL2 CYFIP2 CYP2C8 CYYR1 DACH1 DARS1 DCTN6 DDX3X DENND1B DGKH DMD DOCK9 DPH6 DPH7 DSG3 DTD2 EAF2 EBF1 EFNA5 EFR3A EGR1 EIF1B EIF2S2 EIF3A EP300 EPB41L2 EXOC1 FAM13C FAM168B FAM174A FAM76B FBXL3 FBXO30 FBXO45 FCHSD2 FERMT2 FEZF1 FGD4 FLRT3 FMO2 FMO5 FNBP4 FNDC3B FNIP1 FOXC1 FRAS1 FREM2 FRG2 FRG2C FRMD4A FSD1L FZD4 FZD6 GAS1 GAS2L3 GATB GDI2 GMFB GNAI3 GNE GNPAT GOLIM4 GOLM2 GPBP1L1 GPC6 GPN3 GPR162 GPR85 GRM3 GTF2A1 GTF2F2 GTF2H1 GXYLT1 HCN1 HECTD2 HEG1 HIPK3 HLA-G HMGCR HOOK3 HORMAD1 HSPH1 HTR2C IFNW1 IKZF2 IL17A IL7 ING2 INO80D IPMK IPO5 ITGAV ITGB1 JMY KALRN KANK1 KCNC2 KCNJ13 KCNJ3 KCTD1 KCTD21 KCTD4 KDELR2 KDR KHDRBS2 KIF20A KLC1 KLF3 KLF5 KLHL24 KPNA6 KRTAP4-11 KRTAP4-8 LARP4B LGALSL LMBR1 LMO4 LNPK LNX1 LRCH2 LRP1B LRRC32 MACF1 MAGI2 MAP2K4 MAP4 MAP4K2 MARCHF6 MBNL2 MBNL3 MBTD1 MCTP1 MDM4 MEPE METTL6 MINDY2 MITF MOB3B MOB4 MPRIP MTDH MTX3 MYF5 NAB1 NAP1L1 NCOA1 NECTIN1 NECTIN3 NEDD4 NF1 NFIB NFIL3 NIPBL NKRF NRG1 NSD2 NTNG2 NUCKS1 NUMBL OCA2 OCLN PACSIN3 PARD6G PATZ1 PBX3 PCDH18 PCDH19 PCDH7 PCYOX1 PDLIM5 PHF20L1 PHF21B PHTF2 PIGK PLCXD3 PLPP3 PNISR PNRC1 POU2F1 POU4F2 PPP4R3B PRDM2 PRDX1 PRKD1 PRPF4 PRRX2 PTP4A1 PTPDC1 PTTG1IP RAB10 RAB29 RAB2A RABGAP1 RAI1 RBL2 RBM24 RBM3 RGS4 RGS7 RIC1 RILPL2 RNF111 RNF13 RNF217 RNF44 ROR1 RORA RPRD1A RPS6KB1 RPTN RTN1 SAMD8 SASS6 SATB2 SBNO1 SCAF11 SCAI SCAMP1 SCOC SENP6 SENP7 SESN3 SESTD1 SF3A1 SHPRH SIAH1 SINHCAF SLC16A4 SLC16A7 SLC22A4 SLC33A1 SLC9C1 SMAD5 SMC2 SNAPC1 SNRNP40 SNRPB2 SNX29 SOCS2 SPECC1L SPOCK3 SRF SRSF5 SRSF7 SSB STK38L STRN STXBP5 SUSD5 SYCP2L SYDE2 SYNJ1 SYT16 SYT4 TADA2B TAF1A TAF2 TAFA2 TAOK1 TBL1XR1 TBX18 TCF7L2 TEX261 TLE4 TMEM117 TMEM209 TMEM252 TMEM263 TMOD3 TMTC2 TMX3 TNPO1 TOB1 TOB2 TRAPPC10 TRIM24 TRIM49 TRIM49C TRIM5 TRIM62 TSPAN19 TSPAN7 TVP23B TYW5 UBA6 UBAP1 UBE2E2 UBE2E3 UBE2K UBE4B UBIAD1 UBN2 UBXN8 USP43 USP8 VEGFA VEGFC VKORC1L1 VWC2 WASF2 WDR72 WEE1 WIPF1 WLS XRCC4 YIPF5 ZCCHC13 ZCCHC24 ZEB1 ZFAND5 ZMYND11 ZMYND8 ZNF107 ZNF236 ZNF281 ZNF33A ZNF492 ZNF503 ZNF521 ZNF527 ZNF572 ZNF678 ZNF711 ZNF77 MIR375_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR375_3P APBB2 ATXN7 CDKN2AIP CENPM CREBZF DIP2C ELAVL4 GOLPH3 HNF1B HOXD3 ITPRID1 KCNAB1 KLF5 LDHB LPAR4 MMD MUC15 NFIX PLEKHA3 POC1B POU2AF3 POU3F1 QKI RBPJ RLF RNF139 SEC23A SLC16A2 SOCS5 SPAG9 SPINK13 SPOCK1 TSC1 UBE3A USP32 WBP1L XAF1 ZBTB20 ZFP36L2 ZIC1 MIR376A_2_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR376A_2_5P ACER3 ACVR1 ADAMTS8 ADGRF1 ANGPTL5 BMP6 C1GALT1 CADPS2 CAPZB CASK CGRRF1 CIAO2A COX20 CXCL8 CYP11B1 DENND1B DIAPH1 DOCK5 DYNC1I1 EPHA7 FAM168A FAM98A FMNL2 GALNT11 HOXA13 HOXA9 HTR2C IPMK JAG1 LEMD3 LYRM7 MATR3 MCTP1 MTUS1 NAALADL2 NEGR1 NKAIN2 NUTF2 OPCML P2RY14 PCDH11X PCDH11Y PCSK6 PDE6A PDLIM5 PDS5B PHYHIPL PSIP1 RAG2 RANBP6 RCHY1 RGS5 SAMD5 SDE2 SERINC1 SLC35A3 SLC6A15 SMAD5 SP4 TMED7 TMSB4Y TRMT11 TSHR TTK VEPH1 WASHC4 MIR376A_3P_MIR376B_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR376A_3P_MIR376B_3P AGO2 ALDH1L2 AQR ARL15 ATP2A2 ATP6V1G1 BEND4 BNC1 BPTF BRWD1 C15orf48 CABIN1 CACNA2D1 CCDC191 CDO1 CEBPB CELF4 CFAP97 CHD9 COQ10B CRISPLD2 CUX2 DCTN5 DLAT DSCAML1 DSE EBF2 EFNA4 EIF4B ELAPOR1 EML1 ENOX2 ENPP3 EPHX4 ERI2 EVA1C FAM117B FAM98A FBXO11 FEM1C G6PC2 GAB1 GIGYF2 GLE1 GLIPR1 GLS GPC6 GPR180 GRAMD2B GRIK2 HBS1L HDX HEPHL1 HFM1 HGF HNRNPA0 HSPB7 HYKK IARS2 KHDRBS3 KIAA0825 KL KLF15 KPNA4 LAMC1 LIN9 LSM8 MACROD2 MAN1C1 MT1X MT2A NIP7 NME5 NSG1 OTUD3 PAX3 PCDHB9 PDE8A PDIA6 PEX12 PGAM5 PI15 PLAG1 PLEKHA5 PON2 PPIL3 PPP1R10 PRKACB PRKCE PRKD1 PRLR PRSS35 PSMA5 PUS7 QKI RAPGEFL1 RB1CC1 RBMS1 RFTN2 RHBDL2 SCAI SCN9A SCOC SETD7 SGMS1 SIDT2 SLC16A4 SLC25A14 SLC25A16 SLC4A4 SLC7A2 SLITRK6 SPDYE3 SPTSSB SREK1IP1 ST6GALNAC3 SUGT1 TIAM1 TIFA TLCD5 TMTC4 TNFAIP6 TRABD2B TRAPPC11 TRIM22 TRIM60 TRMT9B TRPM3 USP49 USP53 UST WDR17 WWTR1 XPR1 ZFP82 ZFYVE28 ZNF225 ZNF230 ZNF254 ZNF559 ZNF80 MIR376A_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR376A_5P ADAMTS5 ADAP2 APOF ARHGAP5 ATP7B CA8 CAMSAP2 CAVIN2 CD99 CENPU CRISPLD1 CYP39A1 EMB EPHA7 ERLIN2 ERP29 F13B FH FUT9 GABRR2 GPATCH2L GPR182 IGFL4 IL7 ITK JUNB KIAA1549 KIF5C KRT222 MDH1 MELK MGST1 MMS19 MUS81 MYH9 N4BP2L1 P2RY10 PIK3C2A PIP4K2A PITRM1 PLAG1 PRKCA PTHLH RBFOX1 RGS7BP RSPRY1 SACS SEC23B SLC17A6 SLC35F5 SLC39A1 ST3GAL6 STAU2 TAFA1 TMTC3 UBAP1 VPS13D WDR26 ZC3H12C ZNF160 MIR376B_5P_MIR376C_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR376B_5P_MIR376C_5P AAK1 ADH5 ALCAM APEX1 ASB15 BCOR C5orf15 CDH6 CLVS2 EDNRB EPG5 EXOSC3 FAM81A FIGN GDF5 GLS GLT8D2 GPM6B IL1RAP LATS2 MACF1 MTO1 NAIP NEUROG2 NF1 NFE2L3 NFKBIA PGR PHIP PICALM RORA SCLT1 SCN1A SLC2A2 SLC39A13 SLITRK1 STPG4 TEP1 TMEM108 TMEM18 TMEM204 USP38 WIPF3 ZBTB20 ZKSCAN3 ZNF34 ZNF74 MIR376C_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR376C_3P ABCA1 ADIPOR1 ARFGEF1 ARFGEF2 ARID4A ASPH ATOSA B3GNT9 BAHCC1 BAZ1A BCL7A BMPR2 C1QTNF9B CACNB2 CCNT1 CDK12 CLOCK CMKLR2 CNIH2 CNTN4 CPEB3 CXCL5 DCAF7 DIAPH3 DKK2 DUSP11 EDEM1 EDIL3 EDN1 EMC4 EN2 EPHA5 ERCC8 ESRRG FAM149A FBXL14 FBXO28 FRY GCSAML GLG1 GLT6D1 GRHL3 GRIP1 GULP1 GXYLT1 H2AJ HBEGF HIF1A HLTF HMGCS1 HNRNPK HOXB7 HSDL1 HTR7 IFNLR1 IL1RAP IPMK IPO7 JMJD1C KALRN KANSL1L KIF2A KLHDC7B KPNA2 LANCL1 LIX1L MAMDC2 MAP1B MCTP1 MFAP3L MYPN NAA30 NEUROD6 NEXMIF NFIB NR2F1 NRCAM NUDT15 NWD2 OPA3 OR2C3 OTUD4 PAFAH1B1 PAPSS2 PAX4 PDCL PDE6D PDE8B PHF20 PHLDA2 PIRT PLEKHG1 POLB POLI POLR3G PREX2 PROX1 PRR23A PRSS35 PTGES3 PTPN20 RABGEF1 RALYL RASAL2 RAVER2 RFTN2 RFX6 RNF103 RRP15 SAMD5 SASH1 SBNO2 SENP1 SEPTIN7 SGK2 SLC13A1 SLC16A9 SLC17A5 SLC1A2 SLC25A37 SLF2 SP4 SPRY1 SUSD6 SVIP SYF2 SYNJ1 SYNM TBC1D8 TENT4A TGFBR3 THSD7A TKTL2 TMEM135 TMEM252 TMEM255A TMEM38B TNS3 VLDLR WARS1 WDR64 WNT3 XBP1 YLPM1 YTHDF1 ZMYM2 ZNF146 ZNF681 ZNF714 ZNF746 ZSWIM6 MIR377_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR377_3P AAK1 ABHD18 AGAP4 AGAP5 AGAP6 ALKAL1 ANKRD42 ARHGAP5 ARHGEF28 ARID1A ARID4B ARL8B ARMC8 ATL2 ATXN7 B4GALT6 BCL2L1 BEND3 C2 C21orf91 C5orf24 C7orf57 C8orf44-SGK3 CACNA2D1 CAMTA1 CAND1 CAPZB CARF CARTPT CASK CCDC117 CCDC68 CCNT2 CD274 CDC14A CDH13 CDKN1B CDON CDV3 CELF1 CENPV CEP135 CFTR CHUK CLXN CNOT6 CREBL2 CRELD1 CSRNP3 CTSC CUL1 DARS2 DCAF12 DCP1A DDX31 DNAJB1 DNAJB9 DNAJC6 EIF4ENIF1 ENPP6 ERGIC1 ETNK1 ETS1 EYA4 FBXO30 FBXO32 FBXO33 FBXO4 FLVCR1 FLYWCH2 FNBP1L FOXJ3 FZD6 GALNT4 GBP1 GLS GPATCH2L GPCPD1 GPR88 GREM2 GRM6 GRSF1 GXYLT2 H3-3A HAPSTR1 HDAC2 HMOX1 HP1BP3 HS3ST5 HTR7 IDS IL18R1 IL1RN ILRUN INO80D INPP5E INSC IPO5 IRX2 IRX3 JAG1 KAT6A KCNA4 KCNMA1 KCTD2 KIF13A KLF7 KLHL24 KRTAP19-3 LAMC1 LIG4 LIN28B LMX1A LRPAP1 MAP1A MAP3K7 MARCHF3 MAT2B MCF2 MED13L MGAM MINAR1 MSR1 NAA15 NAP1L1 NCOA1 NEGR1 NELFA NETO1 NKRF NLGN1 NR6A1 NRF1 NRP2 NRXN1 NT5C3B NT5E NTS NUFIP2 NUP153 NXPH3 OCLN OCRL OSBP2 OSBPL8 OTULIN PAQR3 PCDH10 PCDH7 PCF11 PDE10A PEX14 PHF6 PITX2 PLCB1 PLPPR5 POC1B-GALNT4 PPM1A PPP1R9A PPP3R1 PSME4 PTGS1 PTPRB PTPRT PUM2 QKI RABGAP1L RALGPS2 RASSF8 RB1 RBM18 RBM33 RBMS1 RFC1 RIN2 RNF182 RNF38 RNMT RPS6KB1 RSBN1 SCN8A SEMA6A SEPTIN2 SESN1 SETBP1 SGCB SGK3 SLC11A2 SLC39A10 SLC4A10 SLC4A7 SLC6A19 SLC6A8 SMIM3 SNX16 SOD2 SPTLC1 SRSF1 STARD7 STK35 STOX2 STRN4 SVIP SYT11 TAF4 TAPT1 TASOR TM6SF1 TMED2 TMEM273 TMOD2 TMX1 TP63 TRIO TRIP12 TTLL7 TUBE1 UBA3 UBE2D2 UBE2H UBXN10 ULK1 UMAD1 UNC80 USP13 USP49 VDAC3 WASF1 XIAP XPO7 XPOT XRCC4 ZBTB6 ZCCHC17 ZFP36L1 ZNF148 ZNF516 ZZZ3 MIR377_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR377_5P ACAT2 ACBD5 ACER2 ADGRB3 AGO1 ANGPTL4 ARRB2 ASIC1 BATF2 CCDC89 CDH10 CDK14 CHTF8 COL5A1 DDA1 EIF5A2 EPO FBN2 FBN3 FKBP1A FKBP5 HTR4 JCAD KRTAP8-1 LAMP5 MSL2 MTX2 MYEF2 MYO5C NCOA1 NCOR1 PAPOLA PITPNM2 PRRC1 PSG1 PSG4 PSG7 ROBO1 SLC37A3 SYT11 TEX56P TFPI TMEM167A TMEM30B TRIO TRPM7 TSPYL1 ZC3H4 ZFP82 ZNF234 ZNF273 ZNF483 MIR378A_3P_MIR378C_MIR378D_MIR378I https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR378A_3P_MIR378C_MIR378D_MIR378I AGK AK7 ATXN7L3B C4orf46 CCNI2 CHAMP1 CPD CREBRF ELAC1 FCGR1A FLT1 GPR156 IQSEC1 JADE3 KCNIP2 KIAA1522 KLK4 METTL4 NCAPG NKX3-1 NPAS4 NR2C2 NUAK2 OTUB2 PHC3 PIM2 PLCXD2 PROK2 PTGES3 RAB10 RAN RNF168 RP1L1 RPN2 SULF1 TSPAN17 UHRF1 VPS53 WDR64 ZFPM2 ZNF124 MIR378A_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR378A_5P ACSL6 ACTL6A ADGRB3 AKAP17A AMIGO1 ANKRD46 ANO3 APOO APPBP2 ARHGEF39 ARL15 ARPC5 ASXL2 B3GALNT1 BCL11B BCLAF3 BICD2 BLTP3A BNC1 C11orf54 CACNA1E CAMKK2 CCDC117 CCDC88A CCNY CEACAM1 CHFR CLCF1 CNPY1 CREB1 CTBP2 CYB5R4 DGCR8 DOCK11 ELAPOR2 EML1 ENPP6 ERCC6L2 ETS1 FAM53B FEN1 FGFR1OP2 FLG2 FTSJ1 GABRA5 GALNT6 GALNTL6 GAS7 GRIA4 HDX HOOK3 HOXB2 IPMK ITPRID1 KBTBD4 KCNH5 KPNA1 LATS2 LIMD1 LIMS1 LNX1 LRRTM1 LSM11 LYN LYSET MEOX2 MICOS10 MLEC MPLKIP MRPS2 MTCP1 MTDH NDEL1 NDUFA4 NFAT5 NFYA NME6 NPC1 NR4A3 PARP8 PCBP2 PDE1C PDE4D PELI1 PGR PIAS4 PIP4P2 PLXNA2 PPM1E PTK2 RAB11FIP2 RAG1 RELN ROBO2 SAP30L SECISBP2L SH2D4B SHC3 SLC24A2 SLC25A26 SLC33A1 SLC39A6 SLC7A11 SOX12 SOX6 STK4 TECTB TMEM154 TMOD2 TNFSF14 TNRC6B TOM1L2 TOMM40L TRDMT1 TRERF1 TRIAP1 TRIB2 TSPAN9 TUBGCP4 TXNDC17 UBE3A UBN2 UBR3 UNC5D USP15 VANGL1 VANGL2 VGLL3 WASHC4 YEATS2 ZNF451 ZNF618 ZNF75A ZNF781 ZNF84 ZZEF1 MIR378B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR378B AGK AK7 ATXN7L3B C4orf46 CCNI2 CHAMP1 CPD CREBRF ELAC1 FCGR1A FLT1 GOLT1A GPR156 JADE3 KCNIP2 KIAA1522 KLK4 METTL4 NCAPG NKX3-1 NPAS4 NR2C2 NUAK2 OTUB2 PHC3 PIM2 PLCXD2 PROK2 PTGES3 RAB10 RAN RNF168 RPN2 SULF1 TSPAN17 UHRF1 VPS53 WDR64 ZFPM2 ZNF124 MIR378E https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR378E AGK AK7 ATXN7L3B C4orf46 CCNI2 CHAMP1 CPD CREBRF ELAC1 FCGR1A FLT1 GPR156 IQSEC2 JADE3 KCNIP2 KIAA1522 KLK4 METTL4 NCAPG NKX3-1 NPAS4 NR2C2 NUAK2 OTUB2 PHC3 PIM2 PLCXD2 PROK2 PTGES3 RAB10 RAN RNF168 RP1L1 RPN2 SULF1 TSPAN17 UHRF1 VPS53 WDR64 ZFPM2 ZNF124 MIR378F https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR378F AGK AK7 ATXN7L3B C4orf46 CCNI2 CHAMP1 CPD CREBRF ELAC1 FCGR1A FLT1 GPR156 JADE3 KCNIP2 KIAA1522 KLK4 METTL4 NCAPG NKX3-1 NPAS4 NR2C2 NUAK2 OTUB2 PHC3 PIM2 PLCXD2 PROK2 PTGES3 RAB10 RAN RNF168 RPN2 SULF1 TSPAN17 UHRF1 VPS53 WDR64 ZFPM2 ZNF124 MIR378G https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR378G ACP6 ADAM12 AHI1 ALDH3B2 ALPK3 ANKRD53 ARMC5 ARRDC3 BCL2L2 C1orf226 CACNA1I CBR1 CDH1 CLCNKB CNTN1 CRABP2 CYB5RL ENG ERBIN ERI3 ERLIN1 ERLIN2 ETV1 FBLN5 FBXO33 FCRL3 FNDC3A GIPC3 HMGN2 IFI30 IFT122 ILRUN IQSEC3 ISCU KCNA5 KCNIP3 KCTD20 KDM2A KDM2B KPNA6 LEF1 MAVS MGAT5 MICAL2 MITF MTMR3 NF2 NFASC NINJ1 NOS1AP NT5E PAF1 PHF21A PLEKHM1 PLEKHM3 PPM1A PRKAB2 PTPRH RIMS4 SEC16A SEC31B SERINC4 SH3PXD2B SKIL SLC23A2 SLC39A4 SPCS1 SPECC1L SPEF1 SRGAP1 SRXN1 SSBP2 SYT6 TANC1 TMEM38B TPD52 TRABD2B TRMT5 TRNP1 UBE2N WDR33 MIR378H https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR378H AGK AHSA1 AK7 ATXN7L3B C4orf46 CCNI2 CHAMP1 CPD CREBRF ELAC1 FCGR1A FLT1 GPR156 IQSEC1 JADE3 KCNIP2 KIAA1522 KLK4 METTL4 NCAPG NKX3-1 NPAS4 NR2C2 NUAK2 OPRM1 OTUB2 PHC3 PIM2 PLCXD2 PROK2 PTGES3 RAB10 RAN RNF168 RPN2 SULF1 TSPAN17 UHRF1 VPS53 WDR64 ZFPM2 ZNF124 MIR378J https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR378J ABITRAM APOLD1 ARFGEF3 ARHGAP28 AZIN1 BICD2 CAND1 CCNE2 CD164 CD1E CERKL COLGALT2 CTDSPL CYB5R2 DACT1 DNAJA2 DNMT3A DYNC1LI2 EMC7 ESRRG FABP2 FBXL17 FER FEZF2 FKTN FRG2 FUT1 GALNT15 GALNT4 GCOM1 GPATCH11 GPR107 GUCA1C KCNK1 MAP3K3 MAPK6 MID1IP1 MIER3 MMD2 MYB MYOC NAA25 NCK1 ONECUT2 OSTC OTUD1 PALS1 PLS1 POC1B-GALNT4 RAB11FIP2 RAB27A RASAL2 RBL2 RUVBL1 SAMD12 SDHA SLC26A9 SMAD4 STAG2 STN1 SYF2 SYTL5 TDG TK2 TMEM135 TMEM199 TMEM255A TMEM70 TMX4 TRABD2B TTC30A UNC5B USP14 USP6NL VEGFA WDR26 ZBTB41 ZMYND8 ZNF534 ZNF664 MIR379_3P_MIR411_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR379_3P_MIR411_3P ADAM18 AGO4 AHR AKAP5 ASPH ATF7IP ATP6V1H ATXN1 AZIN1 BCAP29 BICD2 BNC2 BPTF C1orf109 CAMTA1 CC2D2A CCDC144NL CCDC89 CDV3 CEP170 CHIC1 CLVS2 CNOT6 COG6 COX20 DACH2 DCP2 DCUN1D5 DGKE DLD DLG1 DSC2 DUSP1 DUSP10 DUSP8 ELF2 EMB EMCN ENTPD7 ETNK1 EVC2 FAM174A FAXC FBXO33 FCRL1 FNIP1 FZD3 GAB1 GABPA GLRX3 GSAP GSDME HEATR5A HOOK3 HSPA4L HYDIN ID4 IGF1R IL10 IL21 IMMP2L INTS6 ITGBL1 JMJD1C JPH4 KCMF1 KCNJ2 KDM2B KIAA1958 KLHL1 KRCC1 LHX6 LIN9 LPAR1 LRRC19 LRRC2 LYN LYSMD3 MAPK1 MGAT4A MICAL2 MIDEAS MKS1 MMP7 MPZL2 MR1 MTFR1 MTX2 NDUFA5 NEPRO NETO2 NFAT5 NIPSNAP3B NLGN1 NLK NLRP2 NOL4 NOX4 NWD2 OTP OTUD6B OXR1 P2RY1 PAPOLG PAX3 PAXBP1 PFDN4 PHAX PHIP PHKB PLAGL1 PLCH1 PLSCR3 PPDPFL PPIL3 PPP2R1B PPP4R2 PRKAR2A PRR7 PTER PTPN9 PTPRD RAB11FIP2 RAB12 RAB21 RABGAP1L RAI1 RASSF6 RBM26 RERG RETREG1 RGPD1 RHPN2 RNF4 RPAP3 RPL36A RRAGD SAMD4A SCARA5 SCEL SCLT1 SCRN3 SDR16C5 SEC24B SEPHS1 SGPP1 SIM1 SLC10A7 SLC12A6 SLC30A1 SLC35F3 SLC4A10 SMURF1 SNX16 SNX4 SP3 SPC25 SPO11 SPOCK3 SPRING1 STRIP2 SUOX TAPT1 TARDBP TCAIM TCF7L2 TENT4B TMED5 TMEM33 TMPRSS11D TNPO1 TNRC6B TRIM25 TRIM36 TSC22D2 TSHZ1 TSHZ2 UBE3A UGDH USP53 VEZT YAP1 ZFHX4 ZNF280C ZNF518A MIR379_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR379_5P CCDC88A CFAP300 CXCL11 DNAJC18 DNAJC30 EIF4G2 ELMOD2 ESRP1 FAM76A FZD4 GALNT15 GDF6 KNG1 LINGO2 LZTS3 MAP3K2 MCTP2 MDM2 METTL4 MTMR2 MTO1 NHLRC3 NR6A1 NRARP OGN PEX11B PITPNM3 PLEKHG2 PPP4R1 RAB30 RAD18 SDE2 SEMA3A SGPP1 SMAD9 SMAP1 TLCD2 TMLHE TNRC6B TXLNG UBE2E3 VGLL3 ZBTB26 ZCCHC2 ZNF582 MIR380_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR380_3P ABCC9 ABI1 ABO ACSM5 ADAMTS19 ADAMTS3 ADGRE2 AHR ANGEL2 ANXA5 APP ARAF ARPC5 ASAH1 ASCC3 ATP11C ATXN2L AZIN1 B4GALT6 BAG1 BCAP29 BCOR BRWD1 C10orf88 C15orf61 C18orf63 CA8 CALD1 CALML4 CCDC186 CCDC68 CCDC90B CCL7 CCSER1 CDIN1 CDKN2AIP CFAP300 CHD9 CISD2 CNTN3 CNTN4 CRISPLD1 CSRNP3 CUL5 CXCL5 DCLRE1C DDX5 DGKH DLD DNAI4 DOCK5 DOCK9 DPY19L3 DUSP8 EIF4E ELOVL7 ENSG00000274333 ENSG00000276077 ENSG00000277067 ERCC6L2 EXOC7 FAN1 FBXO21 FBXO33 FBXO36 FNDC3A FOXC1 FSHR FYN GABPA GCSH GDAP2 GIMAP2 GOSR2 GPATCH2 GRM6 GUCY1A2 GYPA HEATR5A HECA HMGA2 HNRNPR HSPA4L HYDIN IPMK ITFG1 ITGA4 ITGAV JADE1 JAK2 JPH4 KCNA4 KCND2 KCNK10 KDSR KLHL2 KRBOX5 KRT73 KRTAP4-1 LAMA4 LEPROTL1 LIN28B LOC102724701 LPAR1 LPP LRRC31 LRRTM3 LTN1 MANEA MBTPS2 MCM8 MDH1B METTL8 MID2 MLF1 MMAA MOB1B MPZL2 MS4A7 MSANTD4 MTHFD2L MZT1 NDUFA5 NETO2 NISCH NLGN1 NLK NME7 NR3C1 NREP NRXN1 OPN3 OXR1 PCOLCE2 PDE11A PDE6D PDZD8 PGR PHF14 PHIP PHTF2 PKD2 PLAGL1 PPIP5K2 PPP1R8 PPP4R2 PRKAA2 PRKACB PROS1 PSMA8 PSMD5 PTER RAB11FIP2 RAB21 RAB23 RBM26 RC3H1 RCOR3 RERG RNF44 RNLS RORA SCARA5 SCEL SDHC SH3KBP1 SHOC2 SHPRH SIM1 SLC10A7 SLC16A7 SLC25A31 SLC2A13 SLC2A3 SLC4A10 SLC6A15 SLC7A11 SLITRK4 SMC5 SMIM15 SMURF1 SNRNP27 SNX16 SOSTDC1 SPAST SPC25 SPOCK3 SPRED1 STK32A STON1 STOX2 STXBP5 STYX SUZ12 SYAP1 TAF5 TAF5L TAFA2 TCEAL9 TCF7L2 THSD4 THUMPD3 TMEM33 TMEM64 TNPO1 TOR1A TOX3 TPTE TRIM36 TRIM41 TSTD3 UBR7 UFL1 UFSP2 UGDH UGT2A1 UGT2A2 WIPI1 XRCC4 YTHDF3 ZBTB20 ZBTB44 ZFYVE16 ZMYM2 ZNF331 ZNF391 ZNF649 ZNF678 ZNF699 ZNRF2 MIR380_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR380_5P ARSB BACH1 C16orf82 C2orf69 CAGE1 CEP57 CLEC12B CLIC6 COL1A2 COL3A1 CPN2 CRPPA CTPS2 DYNAP DZIP1 GPC6 HTATIP2 IGLL1 ITGAV KMT2A LINC02901 MDGA2 MFF MICAL2 MRPS30 MYO1D NAV1 NOP14 PBRM1 PDE11A PLEKHF2 PPM1B PRC1 RARS1 RHOU RNF111 RTN1 SEL1L SOD2 ST8SIA3 TTC19 UHRF1 ULBP1 WNK3 ZBBX ZNF510 ZNHIT6 MIR381_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR381_3P AADAC ABI1 ACBD5 ACSL3 ACTR3 ACVR2B ADGRG2 AFF4 AGFG1 AHR AKAP12 AKAP9 AMMECR1 AMN1 ANK3 ANKRD31 ANKS1B ANO4 AP1S3 APAF1 APP ARAP2 ARHGAP12 ARHGAP21 ARHGAP44 ARHGEF33 ARID4B ARIH1 ARL17A ARRDC3 ASXL1 ATAD5 ATF7IP ATG10 ATG2B ATP6V1H ATRN AUTS2 AXL B3GNT2 B4GALT6 BARD1 BDNF BEAN1 BMPR2 BPNT2 BRD1 BTAF1 BTBD1 BTBD7 BTF3L4 C8orf34 CACNA1C CACNB2 CADM1 CAMTA1 CAND1 CARMIL3 CBLN4 CBX5 CCDC126 CCDC66 CCNA2 CD300LG CDH11 CDH20 CDK19 CEMIP2 CEP128 CEP76 CEPT1 CGGBP1 CHD2 CILK1 CLCF1 CLOCK CNOT2 CNOT6L CNOT7 CNR1 COL11A1 COL4A1 CORO1C CPNE4 CPSF6 CREBRF CREBZF CRELD2 CRISPLD1 CRY1 CUL4B CWC22 DCAF6 DCC DCLK3 DCUN1D4 DCUN1D5 DENND2B DENND4C DGKH DHX33 DOCK1 DOP1A DPP6 DVL2 EDIL3 EFCAB14 EGFL6 EIF1AX EIF4A2 EIF4ENIF1 EIF4G3 ELOVL7 EMP2 EPB41L1 EPC1 EPS8 F3 FAM107B FAM117A FAM222A FAM9C FBXO34 FBXO43 FGF7 FGFR2 FNIP1 FOXJ3 FOXO1 FRG2C FRMD4B FRS2 FUS FYN FYTTD1 FZD3 GDAP2 GNA11 GNA13 GNAQ GNB4 GOLGA1 GPC6 GPR158 GPR34 GPR37 GPR65 GRHL3 GRM3 GRM8 GTF2A1 GTF2I GTF3C3 HBP1 HEATR5B HES1 HIVEP2 HMGXB4 HNRNPLL HNRNPR HOOK3 HOXA9 HS6ST2 ID1 IER2 IGFBP1 IKZF2 IL20 IPO7 IQSEC2 IREB2 ITCH ITGA6 ITGAV ITM2B JADE2 JAG2 JPH1 JPH3 KALRN KCNH5 KDM6A KDSR KHDRBS1 KIAA0408 KIAA1217 KIAA1958 KIF11 KIF1B KLF3 KLF4 KLHL15 KLHL35 KMT2C KPNA3 KRAS LANCL2 LATS1 LEF1 LIN52 LIN9 LMO3 LRP6 LRRC1 LRRC27 LRRC4 LRRC8B LVRN LYSMD3 LZTS2 MAGI1 MAGT1 MALT1 MAP2K3 MAPK10 MARK1 MAST4 MATN2 MBD5 MBNL2 MED14 MET MMS22L MNX1 MPEG1 MPHOSPH9 MRS2 MTSS1 MYCBP2 MYH10 NASP NBEA NCKAP1 NCOA2 NDC1 NECTIN1 NELFA NEUROG2 NEXMIF NFIA NFKBIA NFYB NHLH2 NHS NKTR NLGN1 NLN NOC3L NPY NPY1R NR3C1 NR5A2 NUDT4 NUP160 OAS2 OLFML2B OPA1 ORC2 ORC4 OSBPL3 OTUD6B OXR1 P2RY13 PAFAH1B1 PAN3 PARD6B PARP15 PARP3 PAXBP1 PCDH19 PCDH8 PCSK2 PDAP1 PDE5A PDLIM5 PDS5B PENK PEX5L PGLYRP4 PHACTR2 PHF2 PHIP PIGX PLA2R1 PLCB4 PLG PLPP3 PMPCB PNISR PNRC1 POLR1B POLR2K POPDC3 POU3F3 POU4F1 PPM1A PPM1D PPM1L PPP1R14C PPP1R15B PPP1R2 PPP1R21 PPP2R5E PPP3CA PPP4R3B PPP6C PRPF38B PRPF8 PRR12 PSD3 PSIP1 PTBP3 PTCH1 PTP4A1 PTPRE PUM2 QKI RAB10 RAB11FIP2 RAB2A RAB3C RABGGTB RAPGEF5 RAPH1 RBM26 RBPJ RBPMS2 RC3H1 REL RHOT1 RICTOR RIMKLB RNF144A RORA RPRD1B RPS16 RRAGD RRAS2 RTN1 RWDD3 RYBP SALL1 SCAF8 SCAI SCN7A SEC22C SEC23IP SEC24A SELE SELENOK SEMA6D SEPHS1 SEPTIN9 SFRP2 SGO1 SGTB SH3GL3 SIPA1L2 SKIL SLAIN2 SLC25A36 SLC4A5 SLC6A8 SLMAP SNAPC1 SORBS1 SOX9 SPOCK3 SPPL3 SPRED1 SRSF1 SRSF12 STRBP SWSAP1 SYNCRIP SYNGR3 SYVN1 TAOK1 TBC1D15 TCF3 TENT5A TES TET3 TGS1 THAP12 TLN2 TMED7 TMEM128 TMEM132B TMEM14C TMEM161B TMEM185A TMEM267 TMX1 TNS3 TP53 TP53BP1 TRIM63 TRIO TRPM7 TSPAN2 TUT4 TXNRD3 UBAP2L UBE2W UBL3 UBN1 UBR1 UCHL5 UGT3A1 ULK2 USF3 USP1 USP12 USP25 USP34 VAPA VASH2 VCPIP1 VEZF1 VPS29 WAC WAPL WDR37 WIPI1 WNT5A XPO1 XPO7 YIPF5 YTHDC1 YY1 ZBTB1 ZBTB14 ZBTB22 ZBTB39 ZFAND3 ZFHX3 ZFPM2 ZFY ZFYVE21 ZNF236 ZNF521 ZNF532 ZNF558 ZNF616 ZNF697 ZNF800 ZNF841 ZSWIM4 MIR381_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR381_5P CAP2 CTPS1 DDN DOCK10 MTCH1 RALGAPB RASSF3 MIR382_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR382_3P AHCYL1 ALG10B ALG2 ANKRA2 AP1AR ARL14 ARMC10 ATG7 ATP1B4 AZIN1 BTRC C2CD6 CAMTA1 CAPRIN1 CDC5L CPED1 CREM CROT CSRNP3 CYP2C8 DDX46 DENND5B DLEU7 DUOX2 DZIP1 ENSG00000187185 ERLIN2 FAM220A FAR1 FCGR3A FCGR3B FUBP1 G2E3 GABARAPL2 GABRR2 GPR176 HELQ HIPK3 HOXA13 HOXC5 IDE IFT74 INPP4B JAKMIP2 KLHL29 LCT LILRB3 LYZ MCOLN2 METAP1 MEX3C MFN1 MID1IP1 MOSPD1 MRPL11 MRPS36 NAA35 NDUFC2 NET1 NFAT5 NFYB NOTUM NOVA1 NSUN6 OPA1 PAFAH2 PARD6B PDE12 PDIA5 PNKD POTEF POTEM PRRX1 PRSS23 R3HDM1 RAD51B RAP1GDS1 ROPN1B SAE1 SCML1 SEPSECS SLC25A46 SMN1 SMN2 SNTN SNX13 SORCS3 TLCD4 TMCC3 TMEM47 TMEM68 TRIM55 TRIM8 UBR3 UCP3 UTP14C WDR43 WDR7 WDSUB1 ZFC3H1 ZFP82 ZNF148 MIR382_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR382_5P AGPS ARFGEF1 ARID5B ARIH2 ATP5F1C BLTP3A CASP3 CD2AP COL19A1 CTDSPL2 DDX3X FBXO28 FOXN2 FSTL5 FUNDC1 GPR176 HNRNPD HNRNPUL1 IFNA2 JAM2 KIAA1958 LACC1 LHX8 MFSD14B NAALADL2 NOL4 NPHP1 NRK PAPOLA PIAS2 PLCB4 PPM1M PPTC7 PRPS2 RECK RGN RSPO4 SBNO1 SDK1 SLC16A7 SLC17A6 SLC26A3 SLC45A4 SLC4A5 SLCO1A2 SMC3 SMCO3 SOD2 STIL STXBP4 SYT1 SYT4 TMEM131 TOP1 TSPAN2 UQCRB VMP1 VSNL1 ZNF138 ZSWIM6 MIR383_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR383_3P ADAMTS6 ADI1 ADRA2A AKAP11 ALDH6A1 ARHGAP35 ARHGDIA ARL14EP ARRDC3 ASIC4 ATXN1 BCL7A CCDC62 CCND2 CCNE1 CCNT2 CCNY CHEK1 COG3 COL7A1 CPE CPEB3 CPNE8 CPS1 CRISPLD2 CRYAB DBT DENND6A DGKD DIO2 DKK2 DMRT3 DPF3 EID2 EPB41L4B FAM117B FBXO3 FBXO45 FOXJ3 GIT2 GOLM2 GPHN GPRASP1 GUF1 HIPK1 HIVEP2 HTR6 HUS1 ID2 IRGQ JARID2 KIF5C KPNA1 LCE1E LCLAT1 LDLRAD4 LIN7A LOX LRRC1 LRRC47 MGAT2 MTUS2 MYCN NADK2 NDUFA10 NEGR1 NELL1 NFATC3 NLGN1 NPL NR2E1 NR4A3 NTRK2 ORAI2 OTC PABIR2 PACS2 PAIP2 PAX3 PECAM1 PHACTR1 PKIB PLEKHA5 PLEKHG6 PLEKHH1 PLXNC1 PPP2R2D PPP3R1 PRND PYGO1 R3HDM1 RYBP SAV1 SCN3B SEPSECS SIAH1 SLC30A4 SLC4A4 SMAD9 SNX12 SNX4 SOS2 SPRY3 SRD5A2 SRSF2 SS18L1 STK4 STMN2 STXBP1 TAF1A TAFA1 TARDBP TENT4B TMEM33 TWSG1 UBE2H UBE2R2 USP13 VHL WNK1 XKR6 ZBTB34 ZDHHC14 ZNF101 ZNF131 ZNF148 ZNF195 ZNF284 ZNF587 ZNF98 MIR383_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR383_5P ADSS2 AKR1B10 AKR1B15 ANKRD11 ARID2 BRCC3 C10orf71 CAMK2D CAPNS2 CAPS2 CCDC3 CD28 COA5 CSPG5 CTNNAL1 DIO1 DTHD1 DZIP1L E2F7 EPG5 FOS FSBP GAS2L3 HAVCR1 HCAR1 HNRNPH2 HYCC2 IRF1 KANK2 KLHDC10 LSM11 MAL2 MALL MCUR1 MEGF10 MGA MINDY2 MOB3B MSL2 MTMR6 NCKAP1 NGLY1 NPAT NR3C1 NXPH1 OTX2 PCNX1 PERP PPM1E PPP6R2 PRDX3 PRKAG1 PTPRE RAD54B RASSF8 RBBP9 RBMS1 RMND5A RNF141 RPL36A-HNRNPH2 RPS6KC1 SLC13A3 SLC35D2 SLITRK4 SPP2 SRSF2 STRAP STRN3 TBC1D1 TBCK TENT4B TNFSF12-TNFSF13 TNFSF13 TRIM37 TRIM9 UBE2R2 WNT16 YOD1 ZSCAN2 MIR384 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR384 AAK1 ABCG1 ACSL3 ADARB1 ANKRD20A1 ANKRD20A2P ANKRD20A3P ANKRD20A4P ASAP2 ATE1 BPNT2 C18orf25 C4orf46 CC2D1B CCDC169-SOHLH2 CCPG1 CENPQ CEP135 CFTR CISD1 CISD2 CLIP1 COQ2 DCUN1D5 DIRC1 DNAJC25 EAF1 EPC2 EPPK1 FAM199X GPM6B GSTCD GTF2B GTF2H3 HDGF HERPUD1 HIRA HMGCLL1 HOXB2 HTR2C IPO8 KCNJ10 KLHL9 KRT73 LIFR LPAR1 LRP2 LRRK2 LYVE1 MACIR MAPK9 MATN2 METAP2 MS4A8 MTPAP NCAM1 NEK4 NFAT5 NIF3L1 NLK NSL1 OPRM1 OR2A4 OXR1 OXSR1 PDE4D PDE5A PGAP1 PICALM PIGK PIWIL4 POGZ POM121 POU2F1 POU2F3 PPM1M PRKACB PRR16 PRTG PTN PYHIN1 RBM18 RBM19 RCAN2 RFXAP RHOBTB3 RORB RSU1 SEC62 SERF2 SH3BGRL2 SHANK2 SLC30A4 SLC35A5 SLC35F1 SLCO6A1 SLITRK4 SNTB1 SOHLH2 SPAST SPATA1 SPATS2L SRGAP3 STON2 STRN3 STX2 SYNGAP1 SYTL2 TAP2 TENM1 THBS1 TIMP3 TLR3 TMEM33 TNFAIP1 ULK2 VAMP3 VPS53 WDR44 WDR7 ZKSCAN4 ZNF597 ZNF629 MIR3907 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3907 AIG1 ARID3B ASPH ASXL2 C4orf19 CCDC92 CD47 CEP350 CFD COL5A2 COLGALT1 CTDSP1 DEFB129 DGKK DUSP3 E2F2 ERBB4 FREM1 GCNT4 HERC4 HLF ITGB3BP KLHL32 LYPD5 MED15 MZF1 NPPA NTN1 OSBPL11 PAN3 PKHD1 PRPF40A RCHY1 REEP1 RTL4 SLC30A5 SMAP2 SORBS2 SP100 SRD5A2 STON1-GTF2A1L TBPL1 TENM1 THADA TREM1 VPS11 WDR44 WNT9B YTHDC2 ZBTB20 ZFAND2A ZNF526 ZNF74 MIR3908 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3908 ADAM22 ADAM23 ADGRB3 ADIPOR1 ANKRD44 APP ARHGAP20 ARHGAP5 BACH2 BNIP2 C1orf141 CAMTA1 CAP2 CCDC47 CD44 CDK6 CHPT1 CLGN COL19A1 COX5A DCN DDI1 EBF2 EIF5A2 ENTPD7 ERO1A ESRRG EXT1 FRS2 FUT9 GABPB2 GAS1 GRB14 HAO1 HNRNPD KIAA0408 KIAA1143 KLHL7 LGALSL LIN7C LNX2 LRBA MBNL1 MEGF10 MICAL2 MIER3 MOB1A MORC3 MPIG6B MTMR10 NALCN NMBR NQO1 NR1I2 PALLD PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHAC1 PCDHAC2 PCLO PHF13 PMS1 PRRC1 PWWP2A RAB28 RANBP6 RAPGEF6 RGS10 RIMKLB RNF24 ROBO2 RRM2B RSBN1 SETBP1 SIK3 SLC1A3 SLC5A7 SMAGP SPX SRP72 SUPT20H SYT14 TET1 TNKS TNKS2 TNPO1 TOX3 TRIM37 TRPC5 TSC22D1 TXNL1 UQCC6 USP6NL VAPA YLPM1 YTHDC1 ZBTB14 ZER1 ZHX1 ZNF275 ZNF454 ZNF621 ZNF774 MIR3909 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3909 AAK1 ACOT13 AQP9 ARID5B ARIH1 ASB13 BTN3A2 CASKIN2 CCND3 CCNT1 CD300E CETN1 CHM CLUAP1 COBL CSNK1G1 DDR1 DHX15 DNAJC15 EDARADD EP300 FAM171A1 FOXP4 GJB2 GRIA4 HAND2 HAPSTR1 KCNA6 KCNH5 KIF5B MASTL MEF2C MSTO1 MXI1 MYL9 MYO10 MYO7A NAPEPLD NFIX NPR3 NUGGC ONECUT2 PAX9 PBX2 PDE1A PDIA3 PGAP1 PRKG1 PRKG2 RHBDL2 RING1 RSPRY1 SCML1 SH3D19 SHANK2 SLC1A5 SLC24A2 SLC6A20 SLITRK4 SOX5 SPICE1 SPOCK1 TAB3 TIMM23 TMEM26 TP53BP2 TSC22D1 TTC14 VSX1 XPR1 YBX2 ZNF337 ZNF544 ZNF83 MIR3910 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3910 ABCA9 ABHD3 ACAA2 ACSL1 ADIPOR2 ADSL AGL AGO4 AHR AIF1L AKIRIN1 AMOTL1 ANGPT1 ANKFY1 ANKRD12 ANTXR2 ANXA11 ANXA5 ANXA7 APBB2 ARHGAP42 ARHGDIA ARID4B ARRDC2 ATF7IP ATMIN ATP6V0A2 ATP6V0E1 AXIN2 B4GALT1 BACH2 BBS9 BEND2 BEND3 BEX3 BMP6 BMPR1A BRWD3 BTBD10 BTC C2orf88 C5orf24 C5orf63 CACNA2D1 CACNB4 CADPS CAPN2 CARMIL1 CASK CBLB CCDC28A CCDC50 CCDC6 CCDC68 CCDC90B CCL2 CCSAP CD164 CDK6 CDON CDR2L CEBPG CERT1 CFL2 CHD1 CHST1 CHSY1 CNTN1 CNTN3 COL11A1 COL4A1 COL8A1 CREB3L2 CUL5 CWC22 CYP2U1 CYP3A4 CYTH3 CYTL1 DCTN4 DDX5 DENND1B DEPDC5 DIP2B DMD DMXL1 DNAJC1 DPY19L2 EBF3 ECRG4 EDEM1 EED EFCAB14 EFNA5 EIF3A ELAPOR2 ELK4 ELL2 ELOVL5 ELP6 EML6 ENPP4 EPHA3 EPN2 ERMN ERMP1 ESRP1 ESRRG ETNK1 ETV1 ETV5 EYA4 FAM177A1 FAM78A FAM91A1 FANCF FAR1 FARP1 FERMT2 FGFR2 FKBP15 FLOT2 FNDC3A FOXL2NB FRZB FZD8 G3BP1 GALNT13 GGA1 GIT2 GLI3 GLT8D1 GNA13 GOLM2 GON4L GPR37 GRIA3 GRIN2A GXYLT1 GZF1 HAL HAPSTR1 HDAC4 HRH4 HYCC2 IGDCC4 IGFBP3 INSM1 IREB2 ISG20L2 ITGA11 ITPR1 ITPR3 JADE1 JAZF1 KAT6A KATNA1 KATNBL1 KCNH7 KCNJ6 KCNK10 KCNK2 KCNK9 KCNQ2 KCNS3 KCTD8 KIAA0586 KIAA1549 KIAA1671 KLC1 KLF4 KLF7 KLHDC10 KLHL28 KLHL42 LCP1 LPIN1 LRP6 LRRC1 LRRC58 LRRC7 LRRC8C LYSMD3 LZIC MAGT1 MAN2A1 MAP3K2 MAPK14 MAPRE1 MARCHF7 MARCHF8 MBD2 MBOAT2 MECOM MEIOC MFSD6 MGA MIER3 MIGA1 MINAR1 MINDY2 MMD MORC4 MRPL49 MRTFB MTSS1 MYCL MYCN MYLIP MYLK MYO10 MYO1C MYRF MYZAP NAV2 NCOA2 NDFIP1 NEXMIF NFASC NFATC1 NFIB NHLRC2 NKAPD1 NPTN NR2C2 NR3C2 NR4A3 NR5A2 NUDT3 NUDT4 NXT2 OSBPL3 OSBPL6 OTUD1 OTUD4 P4HA1 PABIR2 PAK6-AS1 PALLD PARP16 PAXBP1 PCGF5 PDCD5 PDCD6 PDLIM5 PDZD2 PEA15 PGRMC2 PIEZO2 PIGZ PIK3C2A PIK3CA PLAAT5 PLEKHH1 PLXNB2 PPDPFL PPP2R2A PPP3CA PPP4R3B PPTC7 PRDM15 PRKD1 PRKG1 PRRC2C PRRX1 PRTG PTBP1 PTBP3 PTPN1 PTPN12 PTPN9 PURA PUS7 QKI RAB11A RAB27A RAB4A RAB6A RAI14 RALA RALGPS1 RAP2A RAP2B RAP2C RASSF8 RAVER1 RBM20 RBM44 RBMS1 RCOR1 RECQL REEP1 RELA RGS9 RHOG RICTOR RIMS2 RNF144A RNF165 RNPC3 ROCK2 ROR1 RPIA RPS10-NUDT3 RRBP1 RTKN2 RWDD4 RXRA RYR3 SAR1B SATB1 SCN7A SDC2 SEC13 SELENOI SEMA6A SEPTIN10 SEPTIN11 SERPINB10 SERTAD3 SIGMAR1 SLC10A7 SLC16A1 SLC1A4 SLC22A16 SLC30A4 SLC31A1 SLC31A2 SLC35B2 SLC39A9 SLC4A7 SLC50A1 SLC6A6 SLC7A8 SLITRK6 SMYD3 SNCAIP SNIP1 SNX18 SNX30 SNX4 SOGA1 SOS1 SP1 SP3 SPP2 SRPK2 SSH2 STAC STT3A SUCLG2 SUGT1 SURF4 TAF13 TANC2 TARBP1 TBC1D9B TCF3 TEAD1 TECTB TET1 TGFBR1 TJP1 TLL1 TMED1 TMEM132B TMEM168 TMEM178A TMEM248 TMEM263 TNFRSF21 TNPO1 TOMM34 TP53INP1 TRA2B TRIM36 TTL UACA UBA2 UBE2B UCK2 ULK2 USP14 USP48 VAMP3 VASP VCL VSNL1 WASF1 WIPF3 ZDHHC3 ZDHHC6 ZFP36L2 ZMAT3 ZNF101 ZNF281 ZNF322 ZNF503 ZNF559 ZNF608 ZNF69 ZNF706 MIR3911 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3911 ACLY ACSM5 ALDH9A1 ANK3 ANKRD13C APOH APP ARHGAP1 ATRX BCL2L13 BCOR BMP4 CA3 CADPS CDK1 CISD3 CREBRF CST9L CTBP1 CTNND2 CYP2S1 DLAT ELAVL1 FAM110B FDFT1 FOXP3 FUT9 GALK2 GNAT1 GPD1L GPR107 GRID1 GRIP2 HNF1B HSDL2 HSPA8 IL31RA KCNJ3 KIAA1549L KLF7 LHFPL5 LILRA1 LINC03042 MAP2 MEIS2 MNT MS4A2 NF1 NFASC NFKBIA NR3C1 OXSR1 P2RY10 P2RY2 PAIP2 PAPPA PARG PCMT1 PCP4 PDE4D PLXNA2 PNMA1 PPM1D PSMA4 PTPRB QKI RAB6B RAB6D RGR SACM1L SETBP1 SLC13A5 SLC16A2 SNTB2 SPATS2 SSR1 ST8SIA4 STPG4 SYT13 TMEM254 TMLHE TRO UBL3 WBP2NL ZBTB8OS ZEB2 ZNF135 ZNF189 ZNF689 ZNF74 ZSCAN29 MIR3912_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3912_3P DYNC1I2 PDSS2 SCYL2 SLC18A2 ZNF804A MIR3912_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3912_5P ACTR1B ASCC3 ATP7B BACH2 BAG2 BAHCC1 BMPR1A BMPR2 BTG2 CA4 CAMTA1 CCND2 CCNG2 CERT1 CLDN1 COG8 COL25A1 CTBS CXXC5 ELAVL2 EML1 ERG ERO1B FURIN GABRB3 GATA3 GFRA1 GHR GMEB1 GPC4 HPGD KCNJ13 LPAR6 LRRN3 LTBP1 MAPK10 MARCKS MEIS2 MFSD14B MKX MRPL50 MRPS6 NAMPT NDUFS1 NFIA NUP205 ORC5 OTX2 P4HA1 PDCD7 PDE4D PDLIM2 PIEZO1 PITPNB PSD3 PTK2B RAB4A RALYL RCOR1 RNASE11 RNF2 RUNDC3A SH3RF1 SLC35A3 SLC6A14 SLC6A19 SLCO4C1 SPTY2D1 SRP19 SRSF3 STC2 SUZ12 TBC1D25 TCEAL9 TENT2 TEX30 TLL1 TMX3 TOX TRIM33 UBA52 UBE2N UGCG ZFHX4 ZNF700 MIR3913_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3913_3P ADAM23 ADAM28 AIG1 ALOX5AP ANAPC7 ANKRD28 ANKRD49 ATP1B3 B4GALT3 C3orf62 CCDC141 CDK1 CLOCK CMTM6 DCAF13 DCC DDX3X DUSP4 EFCAB11 EMC7 ESCO2 FAM117B FEM1B GNG12 GPC6 GUF1 IMPA1 KCTD4 KIAA1549 KIF5A KYNU LRRC7 MAGI3 MEGF10 MIER1 MNS1 MRPL1 MS4A18 MXI1 NFIL3 NOTCH2 NRIP1 NUFIP2 PARM1 PDS5B PKIA PKP1 PNISR PPP1CB PPP1R9A PRRC2C PTPN1 RAB3C RAP1GDS1 RGS18 RIPK4 RPP30 SCUBE3 SEMA6A SHISA7 SLC5A12 SLC9C2 SMAD2 SNX3 SPTLC1 SRSF1 SUZ12 TMEM117 TRPA1 TTN TXNDC16 UBE2I UBE4A UPF3B ZNF790 MIR3913_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3913_5P ACMSD ALDH5A1 ANKRD17 AP1G2 APOBEC3F BCO2 BLNK C11orf58 C2orf88 CAVIN3 CBX2 CDH12 CDK19 CEP20 CLIP3 CMPK2 CORO1C COX15 CSGALNACT2 CTBP2 DCLK3 DDX31 EFNA5 EIF4EBP2 ERGIC1 ESR1 ETNK1 FCGR2A GATD3 GCSAM GNL3L GORASP1 GOT1 GPATCH4 GPBP1L1 GPC6 GPR158 GZF1 HOOK3 IDI2 IQCK ITGAE KIAA0408 KRT222 LIAS MAN1A1 MEX3C MRTO4 MYF5 MYO1A NDC1 NEXMIF NMBR NRF1 OST4 PDK3 PER1 PIP4K2A PLEKHS1 PPM1F PRDM16 PSMC4 RHAG RHPN2 RUSC1 SAMD9 SEPTIN3 SERINC5 SHPRH SIGLEC10 SKP1 SLITRK6 SMAD2 SOGA1 STK17A SULT1C2 TMEFF2 TMPRSS11A TNRC6A TRPS1 TSPAN6 USP48 VSNL1 YWHAQ YWHAZ ZIC1 ZNF236 ZNF704 MIR3914 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3914 AMOTL2 ARX ATL1 BRWD1 BSDC1 CDKL2 CDKN1C CEMIP2 CIPC DCAF7 DDX10 DISC1 DLG5 DYNC1I1 EPC1 FGD3 GTF2I IFNGR1 IL3 KDM6A KIAA1217 LYVE1 MAP3K8 MFSD6 NDST1 OSBPL9 PABIR3 PAX5 PHC3 PIK3CA PRPF38A PRTFDC1 RIMBP2 RPS6KB1 RTN1 SERTAD2 SESTD1 SLC25A28 SLC2A12 SLC32A1 SPIN1 SRRM1 SRSF10 STT3B TCTN3 TMEM254 TNFSF13B TOX3 TPRG1L TRIM33 TRIM62 WBP4 YAF2 ZNF697 MIR3915 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3915 AADAT ABHD3 ADA2 ADAMTS18 ADAR ADGRL2 AFF3 AGFG1 AMIGO2 AMMECR1L ARHGEF18 ARHGEF9 ARID4B ATRX AVPR1A AZI2 B3GALT2 BCAT1 BEND4 BTG1 C12orf71 C2CD2 C2orf73 C9orf72 CACNA2D1 CAPN5 CCDC8 CCER1 CD200R1 CD5L CDCA7 CEP120 CEP85 CFAP58 CFLAR CLDN1 CNTLN CNTN4 COQ7 COX8C CRELD1 CTSG DAO DCTN4 DDN DERL2 DGKK DLG1 DNAJB14 DNAJC14 DNAJC18 DNAJC5G DRP2 EGR3 ENSA EP300 EPM2A ERCC6L2 ERCC8 EXOC6B EXOC8 EYA4 F9 FABP7 FAM217B FBXL7 FECH FGF2 FIGN FKBP5 FUNDC2 FUT9 G6PC3 GABRA4 GALNT15 GIN1 GNA12 GPR146 GRIA3 GRIN2A GTF3C1 GXYLT1 H2BW2 HAS3 HFE HINT3 HLA-DQA2 HNRNPC HNRNPH2 HOXB3 HVCN1 HYKK IL1RAP INSR IPO11 IPO5 IRF6 JAG2 KAT2B KCNK2 KDM4C KLK7 KMT5B KRT24 KRT76 KRTAP4-9 KSR2 LACTB2 LAMP2 LANCL3 LIN7A LIX1 LMNB1 MBL2 MED11 MEIS2 MIDEAS MMP10 MRC1 MRPL11 MS4A7 MTCH2 MTMR3 MUL1 MYB MYO1D MYSM1 NAA25 NADSYN1 NCBP2 NECTIN1 NEK3 NID1 NMD3 NME6 NOS2 NPHS2 NRXN2 NSD1 NSD2 NUFIP2 PABIR3 PASK PDIK1L PHACTR2 PHF19 PHLDA1 PLA1A PLEK PLOD2 PMP2 POLR3E PRIM2 PSTPIP2 PTPN11 RBFOX2 RBMS3 RIMKLA RNPC3 RPS6KB1 RTL5 RUNX1T1 SCAND3 SCP2 SH3BP4 SH3GLB1 SH3TC2 SKIL SLC16A7 SLC1A6 SLC25A22 SLC29A2 SLC38A8 SLC6A16 SLC7A11 SMARCC1 SMARCD2 SPRY1 SPTBN1 SRRM4 STS SV2A SYT14 TAC3 TANC2 TBC1D15 TFF2 TGFA TMEM184C TNS4 TOP1 TRIM22 TRIM66 TTC13 TTC3 TTC39B TTC8 URI1 VPS13A VPS50 WEE2 WFIKKN2 XPO1 YBX3 ZBTB10 ZBTB43 ZCCHC3 ZDHHC6 ZDHHC9 ZNF250 ZNF257 ZNF280D ZNF3 ZNF34 ZNF546 ZNF609 ZNF626 ZNF652 ZNF99 MIR3916 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3916 ACVR2B AGL AGO1 ALDH1A3 ALDH5A1 AMER1 ANK2 ANKRD45 ANO6 AP1AR AP3M2 AR ARHGEF35 ARID4A ARL3 ARMCX1 ASTN1 ATE1 ATF7IP ATP8A1 BAZ1A BTD BTF3L4 BUB3 C11orf87 C17orf67 C1orf198 C4orf33 CAMK1D CAP1 CBLN4 CBX3 CCNT1 CD302 CDH12 CDIN1 CEP135 CEP350 CFL1 CLDND1 CNR1 CRADD CREB3L2 CSNK1G3 CTNNA1 CTTNBP2 CYRIB DCX DDO DDX17 DDX52 DEFB132 DEPDC4 DLG2 DLGAP4 DOCK5 DYRK1A EGLN3 ELAVL4 ELFN1 EPS15 ERCC1 ERCC4 ESRP1 ESYT3 EXOC6B F9 FAM120B FAM98B FBXO45 FGF9 FNDC5 FSD1L GALR1 GANAB GATA4 GCFC2 GDPD1 GFRAL GLDC GNAQ GPATCH2 GPLD1 GTF2A1 HAUS6 HDAC9 HDGFL3 HELQ HERC3 HIF3A HINFP HLA-DRA HNRNPK HNRNPR HOXB2 IMPACT INO80D IRF9 ITCH ITGB8 ITM2B KATNIP KIF3A KIF5B KLF8 KLHL31 KPNA1 KPNA3 KRAS KRIT1 KRT40 KTI12 LCE2B LMAN1 LMBRD1 LMBRD2 LRRC27 LY75-CD302 MACO1 MAN1C1 MED24 METTL13 MIER3 MLF2 MMACHC MN1 MTMR10 MYADM NAV3 NCOA5 NMNAT2 NRCAM NUP98 OGA OR2L13 OSBPL6 OTUD7B PANK3 PDCL3 PDE1C PI15 PLEKHB1 PM20D2 POGK POLQ PPM1A PRDM1 PRDM4 RAB18 RAB31 RABL3 RALA RARB RASAL2 RBBP4 RBM20 RC3H1 RCBTB2 RNF168 RNF212 RNF212B RNLS SC5D SCUBE3 SDC1 SEC22B SEC63 SETD4 SKA2 SLC16A2 SLC19A3 SLC26A1 SMG7 SNX25 SPATS2 SPTLC3 STAMBP STK35 STK39 STXBP5 STYK1 SUFU SUSD1 TBCA TCP1 TDRD1 TEAD1 TLL2 TMEM126B TMEM178B TMEM19 TMOD2 TOR1AIP1 TP53INP2 TPRG1 TRA2A TRIAP1 TRIM8 TSPAN6 TSR2 TTC14 UNC5C USB1 USP49 VPS37A VWA5A WDR19 WDR36 XBP1 XPO7 ZBTB20 ZBTB41 ZDHHC3 ZFP36L1 ZFP36L2 ZFYVE26 ZNF264 ZNF550 ZNF609 MIR3918 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3918 ACSM5 AGO1 ARHGDIG ATG7 ATP2A2 B3GNT7 BAP1 BRD2 C19orf53 CACNB1 CAMKV CHAC1 COPG2 COX20 CTIF CYP26B1 DIAPH1 DYNLL2 FBRS FBXO27 FHIP2A FIBCD1 GALK2 GLDN GMPPB GRM7 GTPBP1 IL17A IRAK1BP1 KCNQ2 LAT2 LHFPL4 LHPP LIF LRRK2 MAFF MAPK8IP1 MAPK8IP3 MARK4 MED26 MTSS2 NAP1L2 NPC1L1 OAS2 PDPR PLCG1 PLEKHH3 PLXNA3 POC1A PPFIA4 PRKAG1 RAB5B RGS6 RNF26 RORA RRAGD SAMD4B SBK1 SCARF1 SHOC2 SLC25A21 SLC35C1 SLC35E2B SLC6A17 SLC7A1 SOGA1 SRP68 SUMO1 SUPT16H SYNPO2 TBC1D2B TMEM120B TMEM179 TMEM222 TOMM34 TPPP TRIM46 TSPAN7 TUBB6 UBAP1 USH1C USP32 VDR VPS37D WBP1L WDTC1 WWP2 ZBTB34 ZDHHC23 ZNF512B MIR3919 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3919 A2ML1 AAK1 ABCA9 ABCF1 ABL2 ACSL6 ADAM22 ADGRF5 ADGRL1 ADH5 AGTR2 AKAIN1 ANKHD1 ANKRA2 ANLN APBA1 ARHGEF12 ARID3A ARL15 ARL4C ARSB ASB3 ASIC1 ATP2B2 ATP2B4 ATP6V1B2 ATXN1 B4GALT6 BCAT2 BCL11B BCL7A BHMT BICD1 BRPF3 BUB3 C18orf21 C3orf80 C8orf34 CA12 CACHD1 CAMK1D CAMK2D CAPRIN1 CD84 CD96 CDK12 CDS1 CEP44 CFLAR CLEC1A CLEC4E CLUAP1 CNBP CNTF COPS3 CPQ CREBZF CTNNA3 CXCR5 CYLD CYP24A1 DCLK1 DDX23 DEPDC4 DIXDC1 DLD DLG1 DMXL2 DNAAF11 DNAJC16 EBF3 EGR2 EHF EIF5A2 ENTPD7 ERBB4 ERC2 ETAA1 FAM13C FAM210A FAM217B FAT3 FBXW11 FGFR1OP2 FIGN FLRT2 FOXJ2 FOXM1 FRAS1 FRAT1 FZD3 G3BP2 GALNT1 GFM1 GFPT2 GK5 GLIS3 GMCL1 GNRHR GOSR2 GRAMD1C GRHPR GRIA2 GRID2IP HDAC1 HIF1AN HLX HNRNPK HOMER1 HPSE2 HSD17B12 HYCC2 IFFO2 IGBP1 IGF1R IGF2BP3 IGSF3 INO80D INTS6L IRS1 ITCH ITGA10 ITGB8 KAT2A KAT7 KCNIP1 KCNS3 KCTD12 KDM5A KIAA0753 KIF1B KLK3 KMO LARP1 LCLAT1 LDLRAD3 LHFPL6 LNPK LRRN2 LURAP1L LUZP1 LYRM9 MAP2 MARCHF8 MEF2A METTL14 MFSD14B MGAT3 MGAT4A MIER1 MMGT1 MMP8 MORN4 MRFAP1L1 MYL1 NCKIPSD NDST3 NDUFA9 NFAT5 NFIB NOTCH2NLA NSUN7 NTN4 NXPH2 OAS1 OLFM3 OMD ONECUT2 OPHN1 PAFAH1B1 PAG1 PAN3 PARD3 PCBP2 PCDH19 PCDHB16 PCLO PDE2A PDK3 PDS5B PERP PFKFB1 PGAM5 PHLPP1 PIEZO2 PLA2G15 PLD1 PLD5 PLEK PLEKHA8 PLXDC2 PNPO PODXL POU2F1 PPP3R1 PPP3R2 PRMT6 PRR3 PRSS16 PTBP2 PTER PTGER4 PTGFR PTPRJ PXN RAB15 RASSF8 RC3H1 RFX3 RHOG RIC8B RIMS3 RNF169 RPIA RPN2 RSBN1 RUNX1T1 RWDD3 SAR1A SCEL SCFD1 SCML2 SCRG1 SEC22B SEL1L SERTM1 SFXN1 SGCZ SH3GLB1 SLC16A7 SLC16A9 SLC24A2 SLC24A4 SLC26A8 SLC30A8 SLC35F1 SLC39A14 SLC44A1 SLC4A8 SLC7A6 SLMAP SMAD2 SMS SNX12 SNX18 SOGA1 SPOP SRGAP3 SRPRB SRSF10 SSPN STARD3NL STK10 STMND1 STRBP STXBP6 SUSD5 SYN2 SYNPO2 TAF15 TAOK3 TC2N TCEAL5 TECRL TFCP2L1 TGFBR2 THUMPD1 TICAM2 TMED7-TICAM2 TMPO TMTC1 TNRC6B TP53INP1 TRIM45 TRIP11 TRUB1 TSPAN16 TTC30A TTN TTPAL TXNL4B UBE2G1 UBE2W UNC13A USP12 USP31 VPREB3 VPS13A VRK2 VWA2 WDFY3 WWTR1 YTHDF2 YWHAG ZFYVE16 ZHX1 ZHX3 ZMAT3 ZNF236 ZNF239 ZNF362 ZNF385B ZNF516 ZNF532 ZWILCH MIR3920 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3920 AAK1 ABCD4 ABHD6 ACADSB ADAL ANXA5 AP5M1 APLP2 ARL6IP6 ARSJ ASXL2 BCAP29 BMP2 BMPR2 C5orf24 CAMLG CARF CASK CASQ2 CCDC6 CCL28 CDC40 CHL1 CLHC1 CNOT6L CNTROB COMMD2 COMMD6 CXCL9 CXXC4 DAZ1 DAZ2 DAZ3 DAZ4 DAZL DBT DIPK2A DIS3L2 DLAT DSC3 EHF ENG EPHA5 EPHA7 ERBIN EXOC5 FAM13A FAM171B FAM174A FANCC FBXL3 FBXL4 FBXW7 FCHSD2 FGFR2 FYCO1 GDI2 GNPDA1 GOLIM4 GPR180 GRAMD2B GRIA4 HEXIM1 HMMR HNRNPK HSF2 HYCC2 IBTK IKZF4 IL20RA KIF13A KLHDC1 LGI2 MAP3K20 MAP9 MAPK6 MED13L MEIKIN MINDY2 MS4A6A MSI2 MUC15 MYL12A NDFIP2 NLGN1 NMD3 NRBF2 NRG1 NRP1 NUDCD2 ODF3 PDCL PDLIM5 PHF12 PLCXD3 PPP4R3B PTPMT1 RAB23 RAB7A RAP2C RBPMS RC3H1 RGS18 RO60 ROBO1 ROCK2 RSPRY1 SCG3 SCYL1 SERPINE2 SESN3 SGCE SH3D19 SHISA2 SIPA1L2 SOS2 SPATS2L SRI SYAP1 TAPT1 TBC1D23 TFDP2 TMEM135 TMEM183A TRA2A TRIM66 TTC14 TTC9C TWF1 VAMP3 WDSUB1 WHAMM WT1 XIAP YWHAB ZBED2 ZDHHC17 ZFPM2 ZFX ZKSCAN7 ZNF45 MIR3921 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3921 AHCYL1 AMN1 ANKFY1 ANKRD53 APIP AQP5 ARID2 ARID4A ASXL3 BMP2 BNC2 C1QTNF5 C1orf21 CALB2 CAMK1D CCM2 CD4 CEACAM6 CEMIP CERCAM CFAP65 CHST14 CMTR1 CNOT9 CNTN4 CPS1 CYP8B1 DCUN1D5 DEFB132 DHCR24 DSCAML1 EGR2 EIF3J EPHB2 ERLIN1 ERP27 FAM124A FMNL3 FOXC1 FOXJ2 G6PC2 GABRR2 HES5 HHEX HIC2 HIF1A HOMER1 HYCC2 IRGQ JMJD8 JPH4 KAT6A KCNIP1 KCNJ12 KCNQ3 KLF12 KRTAP8-1 LIPT2 LRRC3 LVRN LYRM9 MAPK1IP1L MARCHF6 MBD6 MEA1 MFRP MLLT11 MTX3 MXD1 NCOA7 NLRP2B NLRP5 NPAS3 NUBP1 NUDCD3 NYAP2 OSBPL3 P2RX7 PDS5A PEA15 PIAS1 PLEKHG4 PLPPR4 PLXNA4 POMGNT1 PPP1R3G PPP2R3A PPP4R1 PTPN12 RASSF6 RIPK1 RMI2 RNF222 RORC RPE65 RUBCN SAR1B SDF2 SEC14L3 SEMA3G SET SGCB SGO1 SH3PXD2A SLC14A1 SLC16A8 SLC24A4 SLC35C2 SLC44A1 SSBP4 ST8SIA5 STARD5 STK4 SZRD1 TACR2 TMEM116 TMEM144 TMEM154 TMEM241 TNFAIP3 TNFRSF10D TRABD2A TREM1 TSHZ1 TTC17 TXNIP UBE2E3 UMODL1 UPF1 VASN VAV3 WBP1L WDFY2 WDR48 WIPF3 ZBED4 ZDHHC21 ZEB1 ZFX ZFYVE26 ZNF12 ZNF248 ZNF322 ZNF398 ZNF544 ZSCAN12 MIR3922_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3922_3P ABCB10 ADGRL3 ADNP AIMP2 AKAP13 AKR1C3 AP4B1 ARHGDIB ARHGEF12 ARMC9 ASB8 ATXN1 BMF CADM1 CAMK1G CD247 CHTF8 CLOCK CMTM6 CNOT2 CNOT6 COX11 CRADD CST3 DCX ERBB4 ERBIN ERICH2 ETS1 FAM172A FAT4 FHDC1 GALNT14 GMCL1 GNAZ GRAMD1B GREM1 GTPBP2 IFT88 INO80D ITGA5 KCNJ2 KDM2A KLF7 KSR2 LIMD1 LMX1A LRRC8A LUZP1 MED9 MMP1 MTF1 MYLK2 NFAM1 NIPAL4 NT5DC3 NUFIP2 P2RY10 PATE2 PEA15 PIGH PKM PPP1R12A PTPN7 RABGAP1 RAC2 RAD52 RNASE13 RSBN1L SERPINA11 SETDB2 SLC12A6 SMIM14 SOGA1 SOS2 SP4 STARD7 SUV39H1 SYT17 SYTL5 TBC1D5 TMEM230 TRABD2B TRMT61A TRPM8 TTC39C URM1 VASH1 VWA5B1 YPEL1 ZBTB37 ZBTB7C ZNF397 ZNF500 ZNF618 ZYG11B MIR3922_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3922_5P ABHD4 ABL1 ABRAXAS2 AKAP13 ANKH ANKIB1 ARHGAP35 ARL10 ARL15 ARPP19 ARSD ARSJ B4GAT1 BCL11A BTF3L4 BTG1 BUB1B C10orf105 CASTOR2 CD47 CHRNA1 CIT CKS1B CNGA2 CYP4F11 DEPDC5 EMILIN3 ERC1 ERG ESYT2 FKBP3 FSTL5 FUT4 GAGE1 GALT GID4 GLCCI1 GOSR1 GPATCH2L HDDC3 HNRNPH1 JARID2 KCNMB4 KIF1B LENEP LINC02953 LSM10 MAGI3 MAP2 MARCHF8 NAP1L1 NIP7 OVOL2 PAX5 PCDH19 PCDHGB5 PGAP1 PGS1 PIP4K2C PLA2G4C PRKD2 PTPRG PTPRT RAB10 RAB5B RBMS3 RFK RIC3 RIMS1 RNF11 RNF13 RNF130 RNF214 RPAIN RPRD1A RXRB SEC61A1 SHC1 SLC5A9 SP1 SPSB1 SRPK1 STX2 TAB2 TCF12 TEPP TES TLCD2 TM2D3 TNPO1 TNRC6A TNRC6B TP53 TRHDE TRPC5 UNC80 USP1 USP49 VPS37C YTHDF3 ZDHHC22 ZFX ZNF451 ZNF500 MIR3923 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3923 ADAMDEC1 AMIGO2 ARL5B C14orf28 C5orf34 CACNB2 CHRNA5 CPED1 CPSF6 DGKH DNAAF9 DUSP16 GJB7 GPC6 GPM6A GRIA4 GTF2A1 HDX KPNA1 KRT4 LTV1 MAP3K7CL MFSD1 MLF1 MSR1 NBEA ODAM OXR1 PAPSS1 PARPBP RAB10 RBFOX2 RNF38 RPF2 SLC22A10 SP100 SPTLC1 ST8SIA1 STK17A TET1 TMEM167B TRIP11 UBXN2B WASHC5 YPEL1 ZBTB44 ZIC5 ZNF449 ZNF674 ZZZ3 MIR3924 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3924 ABCA6 ABI1 ACTBL2 ADAM9 ADAMTS9 ADGRD1 ADH6 ADM AEBP2 AJAP1 ALCAM ALG10B AMMECR1 ANKRD12 ANKRD17 ANKRD28 APOOL ARHGAP5 ARHGEF38 ARHGEF6 ASAP2 ASB11 ATF1 ATP1B4 ATP6V1G1 ATP8A1 ATRN BCDIN3D BCOR BDNF BICDL1 BMP2 BTBD1 BTBD3 BTG1 BVES C1orf21 C1orf52 C3orf38 CACNA1B CACNA1G CARTPT CAST CAVIN2 CCDC85A CD1E CD36 CD59 CD9 CDH2 CDK14 CDKN1B CELF2 CEP44 CERKL CFAP69 CGNL1 CHMP4C CLASP2 CLEC7A CLINT1 CMPK2 CNTNAP4 COMMD2 CPEB2 CREBBP CREBZF CRPPA CSMD1 CSNK1G3 CYRIA DACH2 DCLK1 DENR DGKH DNAJC25 DNAJC25-GNG10 DOCK9 DTL DUSP8 DYRK4 EIF4ENIF1 ENPP6 EPHA7 ETS1 EXO5 EYS FAM120C FAM135B FAM166B FAM169A FANCF FBLN7 FBXL14 FBXO45 FGF9 FLT3 FNDC3A FRMD4B FRMPD4 FST FZD5 GABRB3 GABRG3 GADL1 GASK1B GBX2 GEMIN2 GNG10 GOLGA5 GPSM2 GRIA2 GSK3B GTF2B GTF3C3 GUCY1A2 HDGFL3 HGF HIVEP1 HMGB2 HMGXB4 HNRNPU HOMER1 HOOK3 HSPE1-MOB4 HYAL4 IKBIP IL1RAP IMPA1 INTS8 IQCE IRAK1BP1 ITGA2 ITGBL1 JMJD1C KALRN KANSL1L KCNH5 KCNH7 KCNJ3 KDM4B KDM6A KHDRBS1 KIAA0586 KIAA1586 KIAA1958 KIAA2026 KLHL23 KRTAP4-3 LARP6 LMO3 LMO7 LOX LPCAT2 LPP LRATD1 LRIG1 LRRC28 LRRC31 LRRC59 LUM LYPLA1 MALT1 MAML3 MAN1A1 MAP3K12 MBIP MBL2 MBNL3 MCEE MED23 MEF2A MERTK MEX3C MFSD14A MGAT4A MICAL2 MIER3 MMP12 MOB4 MRS2 MSI2 MTREX MYF5 MYO5B NAMPT NCAM2 NDNF NDST3 NEUROD1 NFAT5 NFIX NME5 NR4A2 NRBF2 NUFIP2 NXPH1 ODF1 OTULINL P2RY13 PABIR1 PARVA PCDH10 PCDHB7 PCGF2 PDE10A PDXDC1 PDZRN3 PELI1 PEX3 PHF20L1 PHIP PI15 PIK3R1 PLCB4 PLD5 PLEKHF2 PLXDC2 PPIL4 PPP3R1 PPP4R2 PRDM1 PRELID3A PRKCD PRRG4 PRSS12 PSD2 PTER PTGER3 RAB5B RABGGTB RAI1 RAPGEF4 RBM23 RBPJ RC3H1 REEP4 RFX3 RIC8B RIOX2 RMND5A RNF138 RORA RPGRIP1L RPS6KA5 RTKN2 RUNX2 SAMD13 SCN2A SCN3A SCYL1 SEC24B SENP1 SIKE1 SLAMF1 SLC12A1 SLC18B1 SLC20A2 SLC24A2 SLC25A21 SLC2A11 SLC38A2 SLC38A3 SLC8A1 SLITRK1 SLITRK4 SLK SLU7 SMTNL2 SP1 SP4 SPATA5 SPDYE1 SPDYE3 SPDYE5 SPDYE6 SPIRE2 SPOPL SRGAP3 SSBP2 SSH2 STIP1 SUMO2 SUPT20H SUV39H2 TANC1 TBC1D32 TBK1 TCF7L2 TENT4B TET1 TGFBR2 TIMM17A TJP1 TLR4 TMC8 TMEM108 TMEM178B TMEM260 TMEM33 TMEM41B TRAK1 TRAPPC8 TRIM33 TRMT61B TSEN15 TSHZ3 TSPAN2 TTF1 TXLNB UBE2B USP53 VAMP2 VPS13C VSTM4 WDR20 WDR91 WWC3 YIPF4 YME1L1 YPEL4 ZBTB10 ZBTB18 ZBTB41 ZCCHC8 ZDHHC21 ZFYVE1 ZIC3 ZNF117 ZNF138 ZNF268 ZNF479 ZNF484 ZNF529 ZNF606 ZNF608 ZNF699 ZNF716 ZNF829 ZSWIM2 MIR3925_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3925_3P AAK1 ACSM5 AKAP12 AKIRIN1 AKTIP ALDH1A3 ANKRD42 APH1B ATP2B2 ATXN7 ATXN7L1 BOC C22orf46P C7orf25 CABP4 CBFB CBX5 CCBE1 CCDC60 CCNYL1 CDH2 CDH7 CDK14 CELF2 CNN1 CNOT9 CPEB3 DAB2 DNAJB11 DPH6 DUOXA1 EFNA3 EPB41L2 FAN1 FBXO45 FLAD1 FZD4 GNB4 GPD2 GRIA2 HAPLN4 HGF IPMK ITGA4 KCNA4 KLHL29 LIMK2 LYRM9 MAP3K3 MAP4K4 MARCKS MBNL1 MCHR2 MEIS2 MOG MYO6 MYRF NDST1 NDUFB5 NFE2L1 NR1D2 NUP98 OSR1 PEX13 PHKB PHTF1 PKP2 PLAGL2 PLCD4 PODXL PPP2R3A PRR32 PRTG PTPRB RBM46 RBPMS RCHY1 RGS16 SAR1A SEMA3A SERPINE1 SF3B1 SH3TC2 SIRPA SLC12A8 SLC25A37 SLC35C2 SLC35F1 SLC4A5 SLC5A9 SMARCA5 SNW1 SRGAP1 STRADB SULF1 TACC1 TDRD1 TENM4 UBXN4 ZBTB10 ZBTB20 ZC2HC1C ZFP1 ZFP90 ZNF101 ZNF107 ZNF117 ZNF124 ZNF138 ZNF195 ZNF208 ZNF254 ZNF273 ZNF28 ZNF302 ZNF426 ZNF431 ZNF432 ZNF439 ZNF440 ZNF468 ZNF480 ZNF490 ZNF493 ZNF514 ZNF544 ZNF559 ZNF559-ZNF177 ZNF578 ZNF586 ZNF594 ZNF600 ZNF611 ZNF626 ZNF675 ZNF676 ZNF682 ZNF701 ZNF705A ZNF705D ZNF705EP ZNF708 ZNF714 ZNF716 ZNF718 ZNF728 ZNF730 ZNF732 ZNF761 ZNF763 ZNF765 ZNF773 ZNF808 ZNF813 ZNF816 ZNF816-ZNF321P ZNF83 ZNF844 ZNF845 ZNF85 ZNF888 ZNF90 ZNF91 ZNF99 ZNHIT6 ZSCAN22 ZSWIM6 MIR3925_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3925_5P ABCC9 ABCG2 ACE2 ADARB1 ANKRD44 ANKRD60 ANXA7 ARNT2 ATG3 ATP2C1 BCAT1 BLZF1 BTRC CACNA2D1 CACNA2D3 CADPS2 CAMK2D CARD8 CBLN1 CBX5 CCDC141 CCSER1 CD276 CD80 CDIPT CDK5RAP3 CDK6 CDYL2 CELF3 CST9 CTDSPL2 CTSO CYB5D1 CYP27C1 CYP7B1 DAAM2 DCUN1D4 DLX1 DOCK2 DSC1 EEF1AKMT3 EIF1B EIF3J EIF4A2 ENY2 FRS2 G3BP2 GDNF HACD4 HCFC2 HEXA HSPA13 IL6 ITGBL1 JRKL KBTBD6 KCNB1 KCNIP2 KCNV1 KDELR1 KDELR3 KLHL24 KLHL4 LAMP2 LRP6 LRR1 LSM12 LYVE1 MAGEA1 MBTD1 MED13L MIS18BP1 MMGT1 MMRN1 MOB1B MOB3B MRPS36 MTDH MYCT1 MYO6 MYSM1 NFE2L1 NOVA1 NPAT NTRK2 OXCT1 P3R3URF-PIK3R3 PBX1 PCDH1 PDIA3 PHF12 PHLPP2 PIK3R3 PJA2 PLCB4 PLEK PMF1 POU3F2 PPARGC1A PRICKLE2 PSAT1 RAB39B RAB6B RHOBTB3 SAMD4B SCAI SESN3 SETD7 SFMBT1 SGCB SHC3 SIGLEC12 SKA2 SLC25A36 SLC66A3 SMG7 SMIM43 SOX6 ST7L STK17B STRBP SYNJ1 TBC1D24 TENM1 TFCP2L1 THAP2 THBS1 TIPIN TMEM74 TMPRSS11E TMX3 TRAM1 TRAPPC11 TRIM27 UGP2 UNC13C USH1G USP25 VOPP1 XRCC5 YWHAG ZC3H4 ZC3H6 ZCCHC7 ZNF112 ZNF132 ZNF275 ZNF322 ZNF641 ZNF670 ZNF704 ZNF813 ZNF891 MIR3926 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3926 A1CF AAK1 ABLIM3 ACP3 ADARB1 ADGRD1 AGO4 ALDH1B1 ANKFY1 APBA2 AR AREL1 ARHGEF12 ARID3B ARL6 ASXL3 ATP11A ATP6V0E1 ATP6V1D ATP8B2 ATXN3 BIRC6 BRAP C11orf58 C1orf21 CADPS2 CBY1 CCER1 CDH11 CEP170 CEP350 CFAP44 CHMP2B CHN1 CIT CKAP2 CLIP1 CNOT1 CREB1 CSNK1G3 CYSTM1 DCX DDX3Y DEDD2 DHX15 DLG1 ECHDC1 EEF1A1 EFHD2 EIF4EBP2 ELK1 ELK4 ESYT2 FAM166B FBLN1 FCHSD2 FLRT3 FMR1 FOXG1 FSBP GALR1 GCC1 GHR GNAZ GPRC5B HCFC2 HCRTR1 HIF1A HOMER1 HSF5 IDS IGF1 JAM3 JRKL KANSL1 KCNG3 KDM8 KIAA1549 KLF6 KLRF1 KPNA6 KRTAP1-3 LOXL1 LSM12 LVRN MAN2B2 MAP3K19 MB21D2 MED13 MMP16 MMP24 MOB1B MOB3C MON2 MUC15 NAA15 NCMAP NDUFA2 NECTIN3 NIPAL1 NMNAT1 NR4A2 NR6A1 NSRP1 NUBPL NUFIP2 ODAPH PAX6 PCDHB14 PIAS1 PIGA PLCB1 POGZ POLR1B POU3F3 PPP2R5C PRICKLE2 PRR15L PRRC2B PTMA PTPN11 PTPRB PTX3 RABGAP1 RASSF8 RBL1 RBMX RBPJ REM2 RNF146 RPL15 RRAS2 RTN4IP1 RYK SATB1 SBSPON SCG5 SCRT2 SELENOT SHANK2 SLC30A5 SLC35F3 SMAD7 SP1 SRPK1 SSBP1 STAC2 STK17A TDRD1 TENM4 TES TFRC TLL2 TMEM38B TMX1 TNFAIP1 TOM1L2 TSHZ2 TTPAL TULP4 UNC93A UTRN VDAC3 VGLL3 VPS26A YIPF4 ZBTB39 ZDHHC21 ZNF318 ZNF423 ZNF576 ZNF678 ZNF69 ZNF71 ZRANB1 MIR3927_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3927_3P ACVR1C ADAMTS8 ADRB2 AHR ALDH1L2 ASAH1 BACH2 BIN3 BMPR1A CBX5 CEP135 CFAP161 CNPY3 COIL CPEB3 CYP20A1 DISC1 DMD DNA2 ECRG4 ELMOD2 ELP1 EMCN ERI2 ESYT2 FBXO27 FBXO42 FIGNL2 FOS GATA6 GATM GDF6 GNB3 GNG5 GUF1 GXYLT1 HAND1 HAUS2 HOXA7 HOXA9 HOXB7 HOXC8 HS6ST2 IGF1R IL10RB IQCB1 JAZF1 KLF8 KLHL31 LHX1 LIN28B LPCAT3 MAP3K2 MAP3K7CL MDM4 MED10 NAP1L1 NBN NHLRC2 NME6 NPHP3 NXPE3 OSBPL3 PBX2 PHTF2 PLAGL2 PPP1R15B PRRG1 PRSS12 RDH10 REPIN1 RGS16 RIMOC1 RNF38 RPGRIP1L RPP25L RUFY3 SALL4 SEMA3A SEPTIN7 SLC39A8 SLC9A6 SMAD6 SNX30 SORCS1 SPRYD4 STIMATE STK40 STX3 SVIL TDRD6 TGFB1I1 TGFBR1 TIMM23 TMEM121B TRIM6 TRIM71 TRPM3 UTRN XPO7 XRCC5 ZBTB26 ZBTB34 ZBTB5 ZFYVE26 ZNF512B ZNRF3 MIR3927_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3927_5P ABTB3 ADAMTS1 AHCTF1 ATP6V0A2 CDKL5 CECR2 CEP43 CLCN3 DAPK1 DBN1 EPB41L5 ETAA1 FRK FUBP1 FZD2 GJB7 GRIN3A HCAR2 HCAR3 JPT2 KBTBD8 KLK2 LIN7C MIB1 MSI2 NDEL1 NEMF NPM1 OS9 PAM PCDHB16 PLEKHA8 POU2F1 TM4SF18 TMLHE TRAF3 VOPP1 WNK1 ZKSCAN3 ZNF233 ZNF75D MIR3928_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3928_3P AADACL3 ABHD3 ABRA ADAR AMD1 AMIGO2 AMOTL2 ANP32E ARHGAP32 C18orf63 C2CD4C CACNA2D1 CBLL2 CC2D1B CDCA2 CDK17 CERS5 CFAP58 CLYBL COQ4 CPEB1 CPM CSNK2A1 CYRIB DEPP1 DERL2 DLC1 DNALI1 ENSA EREG FAAP20 FAM86B1 FAM86C1P FANCD2 FBXO5 FOXK2 GABRG1 GNA12 GSTM5 H2BC12 HAP1 HAS2 HDAC6 HSPA13 INSR IPO11 IRS1 JAG2 KIF4A KLF12 KRTAP4-3 LARP7 LCORL LHFPL6 LRP1B LUM MAPK1 MEIS2 METTL8 MICOS10 MIDEAS MRPL19 NELL2 NF1 NID1 NIPA1 NSD1 OLFML3 PEA15 PLEK POU3F2 PRKAR2A RNF38 RREB1 RTL5 SCAF8 SERTAD2 SETDB1 SH3BP4 SH3GL1 SHROOM4 SMARCC1 SMARCC2 SPTBN1 TFAP2B TLK1 TRIM66 TRPS1 UBA6 VDAC3 WFIKKN2 ZC4H2 ZCCHC10 ZNF20 ZNF257 ZNF260 ZNF493 ZNF511 ZNF609 ZNF630 ZNF676 ZNF728 MIR3928_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3928_5P ADRA1A AMOT ATAD1 ATOSA BEND4 BLVRB BMI1 C3orf70 C4orf17 CA13 CACNA1E CAMKK2 CD99 CDH11 CERS6 CFAP210 CHMP3 CLRN1 CNOT2 COMMD3-BMI1 COX15 CPM CPSF6 CREB5 CRYZ CUL3 CYP21A2 DDI2 DNM1L DUOXA1 DYNLT5 EBF3 ELOVL6 ELP3 EPAS1 ESR2 FBXL20 G6PC2 GABRA4 GC GPM6B GRM6 GUCY1B1 GZF1 HCFC2 HMG20A HMGXB3 HNRNPR HS3ST2 IGF2BP3 ITGB8 KCNC2 KRTAP9-3 KRTAP9-9 MAP7D2 MBNL2 MDH2 MED14 MKI67 MLEC MTMR2 MZF1 NANOS1 NCMAP NEK7 NRP1 OXR1 PAX5 PDE1C PHIP PHTF2 PIGN POLG PPARGC1A PPP1R3A PRDM6 PRKD3 PTPRO RAB6A RBM19 RERE RGS7BP RNF103-CHMP3 RNF114 RNF144A SATB1 SHISAL1 SIT1 SLC8A3 SPOCK2 SPRR2F SPTLC1 SRGAP1 SSX2IP SULT1C2 SULT1C3 TEF TESMIN TRMT10B TXNDC8 UBFD1 VSIG10 WBP2 WDFY2 WDR20 ZDHHC17 ZNF282 MIR3929 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3929 ABCD3 ABI1 AFF4 CA10 CCDC174 CDADC1 CDC23 CEP83 CHST11 COQ5 CORO2B DCD DYNLL1 EEF2K EGFR EIF4E3 ERCC6L2 ETV6 FAM20B FKBP4 GABRB2 GORASP2 GPI GRB10 GRK3 HIF3A HMCN1 HMGCS1 IGLON5 IKBKE IMPA1 KCNJ10 KIR2DL4 KPNA1 KRT75 KRTAP24-1 LEPR MBNL3 MICAL2 MMP24 MOCS2 MTMR4 MTREX NALF2 NBPF1 NBPF11 NBPF12 NBPF14 NBPF15 NBPF20 NBPF3 NBPF8 NBPF9 NDUFAF5 NKTR ORAI2 OTUD4 PIK3AP1 PMAIP1 PMP2 PRUNE1 PSD3 RBMS3 RFTN2 RPN1 SEC24B SF3B1 SGPL1 SGSM1 SLC10A7 SLC44A1 SPAG17 SRGAP1 SUCLG1 SZRD1 TBC1D20 THRB TMCC3 TMEM132D TNFRSF1B UTP25 VTA1 XPO1 ZC3H4 ZFTA ZNF281 ZZEF1 MIR3934_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3934_3P ADAMTSL3 AMER1 ANKIB1 ANKRD36B ANKRD50 B3GAT3 BCL2L2 BOK C16orf92 C2CD3 CACNA1C CCDC9B CCT3 CD36 CDC42SE2 CHIC1 CNBP CNTN2 COPS6 CPED1 CRTC1 CSRNP1 CYP27C1 DAZAP1 DDX17 DHX8 DOK4 E2F7 EEIG1 F9 FAM168B FBXL20 FBXO9 FCGR2A FGF14 FST GAS2 GMFB GPR155 GPRC5B GRIA3 HMGXB3 HSPA9 IMPG2 INHBC JADE1 JOSD1 KCNS1 LEF1 LNPK LRRC20 LUZP1 MED29 MOSMO MPZL3 MTX3 MUC5B NAALADL2 NCDN NFASC NID2 NKAIN1 NPIPB11 NPIPB13 NPIPB3 NPIPB4 NPIPB5 NSFL1C NXF1 OGT OSER1 OTOGL PABPC1 PCYOX1 PPP1R8 PRIMA1 PROK1 RIMS3 RSF1 RTN2 SDK2 SENP1 SLC6A17 SMCR8 SNX27 SORT1 SSTR2 STYK1 SUSD2 SYDE1 TET3 TMC1 TMEM106A TMEM196 TNFSF10 TPCN1 TRIM63 TRRAP UNC5C ZC3H7A ZIM3 ZNF516 ZZZ3 MIR3934_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3934_5P ABR ACOX1 ADK AFF4 AGER ARID1A BOK CPPED1 CRTAP CSRP1 CXCL13 CYCS CYP20A1 CYP4Z1 CZIB DCC DENND5A EPB41L5 ESRP1 FBXL3 FBXO32 FOXK1 FRMD4A GFI1 GPC5 HMX2 IGF1R IGSF23 IMMT KCNQ2 MAML2 MB NCDN NEK6 NETO1 NRG2 PACSIN2 PARVA PLS3 POP1 PPP1R16B RIDA RTCA SETX SLC19A3 SLC43A2 SMPD3 SPATA1 SPON1 STAG1 TMCC3 TPH1 TRAM1 TRIM5 VAMP7 YTHDC1 ZNF275 ZNF623 ZNF713 ZNF750 MIR3935 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3935 AHDC1 ANXA6 ARHGEF35 BID C5orf24 CDKL3 CNOT7 COL15A1 CSMD3 CUL2 CYP20A1 EDIL3 EPHA4 FGG FRMD6 FUCA1 GNB4 GOLPH3 GRIP1 HECTD2 IAH1 IGFBP7 IRAK1BP1 KCTD9 KIF16B KPNA4 KRTAP20-3 LHFPL3 LTBP1 LYRM2 MAPK6 MED13 MYOM1 NAALADL2 NCBP3 NDUFAF4 NUDT3 NUP155 OTX1 PABIR3 PALLD PCM1 PCSK5 POU3F2 PTHLH PYROXD1 RAG2 RBL1 RGS5 RNF125 RNF149 RPS10-NUDT3 SALL4 SAMSN1 SCRN1 SLAIN2 SLC10A7 SLC22A24 SLC9A7 SOWAHA STC1 SVIL SYNPO2 SYT15 TBC1D16 TDRP TG THEMIS TOGARAM1 TRDMT1 TRIM56 TSPYL5 TXLNG UQCRQ YME1L1 ZBTB4 ZNF512B ZNF660 MIR3936 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3936 APC AZIN1 BCL2L1 CFHR5 CRH DGKI ENSG00000276759 ESR1 FBXO42 FBXW4 FGD4 FMO1 HELZ HYCC2 IFT80 JAGN1 MS4A6A NDUFA2 NMNAT1 OR2A4 PFN1 PPP1R11 PTPN4 SLC35A2 SNRK TCF20 TMUB2 TNIK TPRX1 TSPAN8 UFM1 VBP1 ZBTB20 ZFHX3 ZMYM2 MIR3938 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3938 AMOT ANKRD54 ANO1 ARCN1 BCL10 BICC1 BORA BRWD1 CCSAP CDKL2 CHCHD3 DENND4A DMTF1 DNAJC15 DUS1L EPHA7 FARP1 FBXO38 FIGN FKBP5 FRS2 FSTL5 GADL1 GCNT2 GLIS3 GPATCH11 GXYLT2 HOOK3 KLHL24 LIN28B LPIN3 LRP2 LRTOMT MAN2A1 MEAK7 MEIS1 MEX3D MMP24 MTMR7 MYH15 NAA15 NCOA7 OIT3 OR51E2 PGM2L1 PIK3CB PKHD1L1 PLEKHA8 PPM1E PRKCH RELL1 RHOT1 RPS6KA3 SEC22B SEMA5A SH3PXD2A SLC16A6 SLC35E4 SPIN4 SUMF1 SUZ12 SYNE3 SYTL5 TAOK1 TFAP2A TMEM47 TNPO1 TUT4 TXNDC11 UBR5 WIF1 ZMYND12 ZNF281 ZNF436 ZNF629 ZNF800 MIR3940_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3940_5P ASB8 ATXN1 CCDC3 CHERP CHST11 CLEC4D COL1A1 CPNE8 ECHDC1 EGR2 FBN2 FCGR1BP FGA GHITM HCN1 HOXA1 LMLN LRGUK MANBAL MRPL20 NUTF2 PSEN1 PSG8 PTPRJ RNF10 RNF165 SMIM10 STK39 TEAD1 TEAD4 TENM3 THBS4 TRIM10 ZBTB1 ZFHX4 ZNF568 ZNRF3 MIR3941 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3941 ABCA5 ABCB10 ABI1 ADAMTS9 ADCY9 ADCYAP1 AFF3 AFTPH AHCTF1 AJAP1 ALG10B AMER2 ANAPC4 ANK3 ANKFY1 ANKRD40 ANKRD45 AP5M1 APC ARID1B ARID2 ASH1L ASXL1 ATAD2 ATF7IP ATP2C1 AURKA AZI2 BAHCC1 BCL6 BEND7 BMF BPNT2 BRWD3 C22orf39 CARF CCDC112 CCDC28A-AS1 CCP110 CDC14A CDC73 CDK1 CELF2 CENPBD1P CENPI CEP350 CEP70 CFAP61 CLCN4 CLVS2 CNTN3 COL23A1 CORIN CPSF6 CREB5 CRLF3 CSNK1D CYB5R4 CYP2R1 CYP51A1 DAAM1 DACT1 DARS1 DCLK1 DCX DDX52 DENND5B DENR DIP2B DLAT DLGAP4 DPYSL2 DYNLL2 EBF2 EDIL3 ELAVL4 EME1 ENPP4 ENSG00000255537 EPSTI1 ETV1 EYA4 FAM120C FAM135B FAM184A FAM3C FAT3 FBN1 FBXO4 FBXO45 FBXO5 FEZF1 FLVCR1 FREM2 FUT9 GABRB2 GCSAML GOLGA7 GPR137C GRB2 GRIK2 GSK3B GUCY1B1 HAUS2 HERC2 HHIP HIPK1 HOOK1 HS6ST2 HSPA13 HSPE1-MOB4 HYCC2 IKZF2 IKZF5 IL17RA IL36G ING2 INO80D INPP5A IRS1 JAG2 KANSL1L KCNH5 KDM2A KDM5C KDM7A KHDRBS1 KHDRBS2 KIAA1143 KIF13A KIT KITLG KLC1 KLF15 KLF6 KLHL2 KLHL23 KLHL9 KRAS KRIT1 LARP4 LBH LEMD3 LILRB2 LRAT LRP2BP LRRTM4 LY6G5C MAP3K7CL MAPRE1 MBL2 MCAM MECP2 METTL9 MGAT4A MID1 MMS22L MOB4 MON2 MOSMO MOSPD1 MPDZ MRPL49 MTMR9 MTPAP NAA16 NAP1L2 NAP1L3 NAPEPLD NCKAP1 NDUFS5 NHS NLK NR2C2 NR3C1 NRBF2 NREP NSG1 NYAP2 OFD1 OSBPL11 P2RY1 PAM PARVA PAX5 PAXBP1 PCBD1 PCBP1 PCDH11X PCDH18 PCMT1 PCSK2 PDE10A PDE3A PDK4 PDS5A PDZD8 PEAK1 PGR PHF21A PHLDA1 PI15 PIK3C2A PITPNB PITPNM3 PLAG1 PLCXD1 PNPT1 PNRC1 POU2F1 PPM1H PPP1R13B PPP2R2C PPP4R2 PROS1 PRPF39 PRR23C PRRG1 PSD3 PSIP1 PSME4 PTBP2 PTEN PTPN2 PWWP2A R3HDM1 RAB1A RAB6B RADX RAI1 RASGRP1 RBM41 RBPJ RHNO1 RIC3 RMND5A RNF138 RNF139 RNF144B RNF19A RNF19B RNF216 RORA RTF1 RTL5 RUNX1T1 RUNX2 SAP18 SDC2 SEC22C SEC31A SGIP1 SGMS2 SGSM2 SHB SHROOM2 SIAH1 SLC39A2 SLC44A1 SLC4A7 SLC6A19 SLC8A1 SLF2 SLITRK4 SMCHD1 SNRK SOCS6 SORBS2 SORL1 SORT1 SP4 SPATA17 SPIN1 SRGAP3 SSBP2 ST6GAL2 STARD13 STARD8 STBD1 STEAP2 STK17B STRBP SYBU SYTL4 TBX5 TCEAL7 TCP1 TENT4B TENT5A TESPA1 TFAP2C THUMPD1 TIAM1 TIMM10B TMEM108 TMEM167A TMEM196 TNPO1 TNRC6B TOP1 TOPBP1 TOX TP53BP1 TP53INP1 TSEN34 TSPAN14 U2SURP UBA6 UBE2D2 UBE2K UBR1 UBR5 UCK2 USP37 USP9X USP9Y VAMP2 VAPA VAV3 VGLL4 VSTM2A WDR26 WDR47 WDR72 WNT1 WSCD2 YEATS4 ZBTB14 ZBTB41 ZC3H6 ZCCHC24 ZEB1 ZFHX3 ZMAT3 ZNF169 ZNF268 ZNF281 ZNF283 ZNF544 ZNF584 ZNF667 ZNF706 ZNF786 MIR3942_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3942_3P A1CF AADAC AAK1 ABCC5 ABHD2 ACTA2 ACVR1C ADAM10 ADAM28 ADCY9 AGA AGPS ALDH2 ANKRD12 ANKRD20A1 ANKRD20A2P ANKRD20A4P ANKRD42 APC ARHGAP15 ARIH1 ARL6IP6 ARV1 ASB14 ASXL1 ATG4C ATP5PB ATXN1 ATXN3 AZIN1 BCAT1 BDH2 BMPR2 BOLA2-SMG1P6 BRWD1 BRWD3 C11orf87 C17orf80 C2orf83 C5orf15 C6orf62 C9orf57 CALML4 CAPN14 CASP1 CATSPERE CBLN1 CCDC102B CCDC186 CCDC88A CCNE1 CD36 CDC40 CDH13 CDK6 CDKN1C CEP20 CERK CHL1 CHUK CLSTN2 CMC1 CNIH1 CNKSR3 CNOT6 COG6 COL22A1 COL25A1 COL3A1 CPXCR1 CSAG1 CSAG3 CSGALNACT2 CSNK1A1L CSRNP3 CWC27 CXADR DACH1 DBI DCAF12 DCUN1D4 DDC DENND4A DHX29 DLST DNAH14 DSEL DUSP16 DYNLT1 ECHDC3 EML1 ERICH1 ESYT2 EVI2B EXOC8 EXPH5 EYA4 FABP7 FAM114A2 FAM171B FAM20B FANCD2 FECH FREM1 FUT9 GAS2L3 GATC GBE1 GEMIN2 GFM2 GIGYF2 GLRB GNB4 GPC6 GPR158 GRM8 HAPLN1 HDAC9 HDX HEMGN HMGCLL1 HOOK3 HUS1 IFNK INO80C IRAK2 IRGQ ITPRIPL2 IVNS1ABP JMY KATNAL1 KCNAB1 KCNJ2 KCNS3 KIAA1549L KIF1B KLF12 KLHL14 KLHL15 KLRC2 LAMC1 LBH LBR LEPROT LIMA1 LMLN LNPEP LYSET MAB21L1 MAP1A MAPK10 MAPK8 MARK1 MATR3 MCTP1 MDM4 MED13L MED23 MEGF11 MFSD4B MGAT1 MGAT2 MINDY2 MLF1 MMAA MMP16 MOXD1 MRO MSANTD4 MSL1 MSTN MTCP1 MTHFSD MYO1D N4BP2 N4BP2L2 NALCN NANP NAV1 NCR2 NECAB1 NECTIN4 NEGR1 NIPA2 NLGN1 NPR3 NR2F2 NUB1 NUDT16 NUP54 NXPE3 ODR4 OLA1 OTOGL OTUD4 P2RY13 PCDH11X PCDH17 PCDHB4 PCLO PCNX4 PDCD1LG2 PDE7A PDHA1 PDXDC1 PERM1 PIKFYVE PIWIL4 PKIA PLA2R1 PLCL1 PLEKHF2 PLK4 PLPP4 PLPPR4 PNO1 PPIC PPM1B PRDM5 PRLR PRXL2A PTGER2 PTPRN2 PUM2 RAB11FIP2 RAB21 RAB23 RAB27B RALB RALGPS2 RAPGEF6 RAPH1 RBBP5 RELCH RFLNB RIMKLB RMC1 RNF38 RNGTT RPA1 RPRD1A RSF1 RUNX1 RUNX1T1 RXFP1 RYR3 SASS6 SCN2A SCN3B SCN7A SCOC SCPEP1 SECTM1 SENP2 SEPTIN10 SGIP1 SHLD1 SHROOM3 SIX4 SKIC3 SLC15A2 SLC16A1 SLC17A1 SLC1A1 SLC25A2 SLC25A24 SLC35F5 SLC36A4 SLC44A1 SMAD2 SMG1 SNTG1 SNUPN SOCS6 SP140L SPAG9 SPATA6L SRP9 SS18L1 STXBP5L TAFA2 TAOK1 TBL1XR1 TCF12 TET2 TEX26 TGFA TIAM1 TM9SF3 TMEM167A TMEM215 TMEM38B TMEM64 TMX3 TNFRSF11B TNFSF14 TNKS TP53AIP1 TPT1 TRAPPC10 TRAPPC11 TRIM10 TRIP12 TRMT9B TSC22D2 TSHZ3 TTC27 TTC33 TTPAL UBE2D1 USP13 UST VAV3 VCPIP1 VIRMA VPS45 VPS72 VSTM2A VWC2 WDR44 WIPF1 XYLT1 YIPF6 ZBTB20 ZBTB33 ZBTB44 ZC2HC1A ZC3H12C ZC3H14 ZDHHC15 ZKSCAN3 ZMYM2 ZMYM3 ZNF274 ZNF431 ZNF507 ZNF516 ZNF527 ZNF569 ZNF620 ZNF644 MIR3942_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3942_5P ABCC9 ABCD2 ABI1 ABTB2 ACTC1 AFTPH AMMECR1 ANKRD44 ANXA2R APC APPBP2 ARAF B3GALNT2 B3GALT2 BACH2 BBX BCL11B BHMT BNIP2 C14orf39 C15orf40 C9orf72 CAAP1 CACNB2 CALCRL CALN1 CALU CCDC190 CCDC80 CCNL1 CD302 CDH11 CDK6 CLASP2 CLIC4 CLVS1 CMPK1 COMMD3-BMI1 COX15 CREG2 CRISPLD1 CTNND2 CXCL16 DENND10 DLX1 DNAJA4 DNHD1 DOK6 DUSP4 E2F7 EIF2S1 ELAVL2 ELAVL3 ELOVL2 ENTPD3 ERAP1 ETV1 EXT1 FAM3C FAM98A FOXJ3 FSIP1 FSTL3 FUT9 GALE GCG GFM2 GLYAT GPM6B GUCY1A1 HCN1 HIGD1A HNRNPD HNRNPR HS6ST3 HTR4 IL17RB IL2RA INTU IREB2 ITM2A KCNH5 KCNN2 KDM6A KMT5B LARP1B LCLAT1 LCORL LRBA LRP2BP LY75-CD302 MAG MARCKS MARK1 MARS2 MOB1A MSANTD2 MSR1 MTMR10 NAA15 NCOA1 NDNF NFAT5 NHLH1 NR2F2 OR51E2 OTOGL PARP8 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 PCLO PCSK6 PDZD8 PEG10 PHF13 PHIP PIAS2 PKP4 PLAG1 PLEKHA3 PLEKHA5 PLEKHG3 POPDC3 PPIL4 PPP6R3 PRKCD PTAR1 PTP4A2 PTPRG QSER1 RAB11A RAB11FIP2 RAP1GAP2 RASAL2 RB1 RBFOX1 RIC1 RNF212B RNF24 RO60 RUNX2 SACS SCN8A SFRP5 SIPA1L1 SIPA1L2 SKAP2 SLBP SLC20A1 SLC35F1 SLCO3A1 SMAD1 SMARCAD1 SNX16 SPATA22 SPIN1 SRGAP2B SRGAP2C STAB1 STEAP2 STK26 TAFA1 TCEAL9 TCF21 TET1 TFEC TGFB2 THAP1 THRB TIMM8B TMEM97 TNFRSF11B TNPO1 TOGARAM1 TOX3 TP53RK TPM3 TRIM43 TRIM43B TRPS1 TTC5 TUT7 TXN UBE2B UGT8 ULK1 UNC5A UNC5C VAPA VPS36 VSNL1 WSB1 YIPF5 YWHAG ZDHHC23 ZFAND1 ZIC3 ZIC4 ZNF420 ZNF510 ZNF514 ZSCAN23 MIR3943 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3943 ACSL3 ACTC1 ADH1A ADH1B AHNAK AJUBA AOC3 AQP6 BLOC1S3 C1orf122 CHKA CRTC1 CUX1 DTX2 EGF EPM2AIP1 FAM78A GFPT1 GRIA1 ICA1 KLF17 LIN28A MFAP2 MTSS1 NRBP1 PALM PDGFB RASGRP3 RPS24 SCML1 SMG1 SPATA6L STRADB TC2N TNFRSF12A TOM1L2 TRAFD1 TRPC5 TTYH3 UPF2 ZNF618 ZNF706 MIR3944_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3944_5P ADCY1 AKR1C3 ANKFY1 ANKRD13A ANO3 AP3M1 ARID4A ARID4B ATG9A BHMT CARD10 CASK CD5 CDC37L1 CDC42BPB CDK12 CDV3 CGN CHD1 CLASP2 CLIP1 CRKL DCTN5 DCUN1D3 DDX3X DEPDC1B DIP2B DPPA4 DYRK1A EFCAB14 ENC1 ENO2 EPHA7 FAM104A FOXP1 FRK G3BP2 GFOD1 GNS GPR6 GPR85 HSDL1 HTATIP2 IQCH IQSEC3 ISM2 JOSD1 KCNK9 KCNMB4 KIAA1549 KIF13A KIF5C KLHL21 KPNA6 MACO1 MCM7 MIER3 MRAP2 MT1M NBL1 NF1 NFIA NIBAN2 NOL4 NR2C2 NRAS OLR1 PDS5A PITPNA PPP3R1 PTEN PTPN4 PURB RAB11FIP4 RAD21 RALGPS1 RAPGEF6 RBAK RBM24 RC3H1 RCAN1 RFX7 RNF32 RORA SCAMP2 SELENOT SEMA6D SH3BP5 SNX3 SOX6 SP4 SPG21 SPRY3 SRGAP1 STK33 SULF2 SUN2 TBPL1 TMED6 TMEM143 TMEM233 TMEM25 TNFRSF21 TNRC6B TOPORS TSPYL5 TXLNA UBE2D3 UBE2Q2 WASF3 ZNRF2 MIR3945 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3945 ARPP19 BIRC6 BTBD1 C1orf74 CACNB4 CADPS CCBE1 CCDC178 CLPB COPS7B DTD1 FAM72A FAM72B FAM72D FAR2 FNDC3B GABRG2 GHR GTF3C2 HNRNPR IL26 KBTBD2 KCNC4 KIRREL2 MIGA1 MYOF PCDH9 PCDHB3 PIK3R5 RIC8B RNFT2 RSKR SANBR SMIM43 SPATS2 TADA1 TRIM2 TRMT13 XPO1 ZNF230 ZNF93 MIR3960_MIR8072 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3960_MIR8072 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 POU3F3 SLC9A3 WWP2 MIR3972 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3972 ABCA1 ABLIM1 ACTG1 ANAPC16 ARID4B BCL6B BICRAL BNIP5 CCR5 CDH5 CDK14 CHSY3 CNST COLEC10 CRISPLD1 CTNND1 DICER1 DMTF1 EFNA5 EGLN2 EIF4E2 EML4 FMO5 FTSJ1 HLA-DRA HNF4A KDM6A LAMP5 LILRA5 LRP4 LRRC8C LUZP1 MAN2B2 MAX MCTP2 MED23 MS4A12 NDFIP2 NDST3 NR2C1 NUMBL OSBPL11 PAK2 PAK5 PLPPR4 PPP1R14C PSMD12 PTPN20 RALBP1 RRN3 RRP1B SELENOT SHE SLC18A2 SLC38A1 SOS1 SRPK2 SULT4A1 TLE3 TMEM215 TMEM263 TMEM87A TOX ZBTB34 ZBTB43 ZDHHC18 ZDHHC21 ZFHX4 ZNF195 ZNF365 MIR3973 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3973 AAK1 ACTR3 ACTR6 ADAM22 ADAMTSL3 ADCY2 ADK AHCTF1 AHI1 AK7 AKAP11 AKIRIN1 ANKRD20A1 ANKRD20A2P ANKRD20A4P AP1AR APBB2 ARL17A ARRDC4 ASXL2 ATF7IP ATP6V0D2 ATRX ATXN2 AZIN1 BAG5 BAZ2B BBS10 BLOC1S6 BNIP2 BOD1L1 C18orf54 C7orf25 CACNA2D3 CACNB4 CCP110 CDK17 CDKL2 CELF3 CENPW CERS6 CFAP97 CLCA2 CLCN4 CLOCK COL5A2 COX11 CPSF6 CREBRF CRIPT CSGALNACT2 CSNK1E CSPG5 CWC22 CXADR CXCL12 CYP7B1 DCAF13 DCAF7 DCK DCLK1 DDX46 DIPK2A DLG5 DPH6 DTNA ELL2 EPSTI1 ERLIN2 EXD2 FAM120A FAM13C FBXL5 FGF23 FGFR1OP2 FIGN FLRT3 FSD1L FXR1 FZD7 GABPA GABRA4 GALNT1 GCC2 GFI1 GFPT1 GK GLRB GNAI3 GPC6 GPM6A GTDC1 HBEGF HEY2 HIPK3 HIVEP2 HNRNPM IFRD1 IKZF5 INO80D IPMK JAZF1 JMY KAT6A KCTD18 KIAA1191 KIAA1217 KIAA1328 KLF15 KLHL11 KLHL2 KLHL23 KLHL28 KLHL29 KMT2C LAMP2 LARP4 LARS1 LCOR LHX2 LHX8 LRCH2 LRP2 LUC7L3 MAGOHB MAPK8 MED13L MEST METTL8 MINDY2 MKX MSH2 MTMR6 MYZAP NAA16 NBEA NBPF11 NBR1 NECTIN2 NET1 NEXMIF NHLRC3 NHSL1 NMD3 NOVA1 NOX4 NPY1R NUFIP2 NUP50 NUS1 NVL OGA OGFRL1 PAK5 PALLD PARD6G PBK PCDH19 PCDH9 PDCD5 PDCL PDS5A PGR PHF13 PIKFYVE PLAC8 PLCB1 PLEKHA1 PLPP5 PMS1 POMC PPP5C PRKAA1 PRKCI PRKRA PRPF4 PRPS2 PSMA1 PSME3 PTPRE RAB21 RAB39A RAB8B RALGPS1 RAP2C RASA2 RGPD5 RGPD6 RGPD8 RICTOR RIMKLB RNF144B RNF149 ROBO2 RORA RRAGD RSPRY1 S100PBP SBF2 SCAI SCML2 SCN8A SELENOT SENP7 SERPINB2 SESTD1 SHROOM3 SLC30A7 SLC38A2 SLC4A7 SMAD1 SMAD7 SMURF2 SNW1 SON SORCS1 SOX14 SPTSSA SPTY2D1 ST8SIA4 STT3B SUB1 TAB3 TAF12 TAFA1 TBC1D23 TCAF1 TCF7L2 TENM1 THRAP3 THSD7A TMEM167A TMEM229A TMEM65 TNFAIP8 TNKS TOMM20L TPTEP2-CSNK1E TRDN TSHZ3 UBA5 UBE2D2 UGT2B7 USP37 UXS1 VAMP4 VAV3 VKORC1L1 VPS26A VPS29 WTAP WWP1 XRCC4 ZBTB41 ZCCHC2 ZFP36L2 ZFP91 ZNF281 ZNF451 ZNF670 ZNF706 ZNF770 MIR3974 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3974 ADCY10 ADH6 ARHGEF26 ARPP21 ASPH BBX BLTP3A BMP4 BNC2 BTRC C1D C4orf19 CACNA2D1 CALHM3 CBLL1 CBX4 CCDC144A CDC42EP3 CDV3 CEP162 CHD7 COPS4 CORO2B CPLX1 CPSF2 CSRNP3 CYTIP DCAF10 DDAH2 DNAH6 DPH6 ELP5 FIGN GPR3 GPR68 GRIK5 GTPBP10 KCNE4 KCNJ15 KIF3B KLHL15 KPNA3 LARP4 LRRFIP1 MARCHF3 MECOM MFSD6 MLLT3 MPDZ MPV17 MS4A3 MUCL3 NCAM2 NCOR1 NDRG2 NGLY1 NHLH2 NICN1 NTF3 NUP93 PDE4D PHIP PIP4P2 POU3F2 PTEN PTGFRN PTP4A1 QKI RAB14 REPS2 RND3 RNF212 RPH3A SEMA4F SLFNL1 SMOC2 SRSF1 STEAP4 SYNPO TAF9B TENM3 TMED3 TNRC6B TTC28 USP30 VPS35 WDTC1 WIF1 WNT11 YTHDF3 ZBTB44 ZMAT3 ZMYM4 ZSCAN16 MIR3975 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3975 ANKRD6 ANKUB1 APLP2 BCAP29 CCN2 CLDN12 DPYSL3 DRP2 ENDOV EOGT EPHA4 ERAP2 ERG28 ETNK1 GABPB2 GLYAT GPHN GSR HOXB13 INSR KICS2 MBD6 MIER3 MITF MYO1H NABP1 NAV3 NPAS3 NRG3 OGT PHTF2 PLXNA4 PRUNE2 PTGR3 RNF24 SEC24C SLC15A2 SLC26A6 SNX3 STAU2 SUOX TDRP TEAD1 TMEM86A TPD52L2 UBE2I USP47 USP7 ZBTB18 ZBTB41 ZNF541 ZNF770 ZXDB MIR3976 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3976 AAK1 ABCA9 ADCY5 AHCTF1 ANO1 ARMC2 ATL2 ATXN1L BCL7A BTNL3 C1RL CAP1 CCDC126 CCSER2 CELF4 CNTN3 CRPPA CSRNP2 CYP7A1 DCT DPPA4 DTD2 DTL EFNA3 EXOSC3 FAM13C FAM76A FBXL3 FSTL1 FYB1 GAD1 GJB2 GPC4 GPC6 GPR34 GUCY1A1 HDAC9 HEPN1 HIF3A HYKK IFIT2 IFT22 IL20RA IRAK1BP1 ISCA1 ITGBL1 KIAA1210 KLHL8 KRT38 KRT76 LAMP2 LRCH4 LYSMD2 MAGI2 MAP3K2 MEX3C MMRN1 MMUT MOB1B MPV17L2 MTMR4 NALCN NIPA1 NOC3L NOVA1 NRXN1 NUDT11 P2RY14 PALS1 PCLO PCNA PHLDB2 PIK3IP1 PIWIL1 PJA2 PLPP6 PPARGC1A PPP3R1 PRKACB PRR14 PSMA5 PTPN21 RAB39B RBM44 RNASE4 RNPEP SATB2 SCML1 SCN2A SEMA3F SESTD1 SFRP4 SFXN2 SLC6A1 SMC4 SNRNP40 SP4 SPAG9 SRSF10 STX16 SUCNR1 TADA1 TAS2R13 TET3 TGM2 THAP6 THSD7A TMEFF2 TMEM196 TMLHE TMTC3 TRIM66 TTC22 UGT2A3 WDR12 XCL1 XKR6 ZDHHC8 ZNF571 ZNF641 MIR3977 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3977 ABCB10 ABLIM1 AGO1 AK7 ALCAM AMD1 ANKRD13C AP4B1 ARID1B ARID5B ARL8B ATP2B4 ATP8A2 AVEN BAG5 BBX BEND3 BPNT2 BRAF C2CD4A C8orf44-SGK3 CANX CARTPT CDH5 CDKN1B CDYL2 CEP68 CERS6 CERT1 CHST9 CLIC5 CLUAP1 CMKLR2 CMPK1 CNOT6 COMMD9 CPT1A CREBRF CRIPT CRISPLD2 CST8 CTCF CTDSPL CTNND1 CUL4B CWF19L2 DCUN1D4 DENND6A DPPA3 ELOVL7 ENC1 ENPEP ENSG00000275993 FAM118A FAM237A FAM8A1 FBXO47 FZD3 G6PC1 GABRB2 GAR1 GPATCH2 GPCPD1 GZF1 HAPLN1 HBS1L HDAC2 HDAC9 HIVEP2 HOXA5 HTR5A ICA1L IER5 KCNK9 KIAA1549 LEAP2 LIN28B LNX2 LRRC8A MAB21L2 MAD2L1 MCTS1 MEI4 MEX3C MIER1 MIP MIS18A MKKS MOB1A MOB1B MOCS2 MSL1 MTARC1 NDUFAF5 NEBL NEDD4 NFASC NHLRC3 NMBR NPAP1 NR3C2 NRSN1 OPRM1 PAK3 PALLD PAQR9 PDSS1 PHF20 PHF20L1 PKNOX1 PMS1 POF1B PRAME PTCH1 RAB11B RALGAPB RASAL2 RAVER2 RBM48 RIOX2 RNF14 RUBCN RYR2 SCAI SCN2A SEMA5A SFMBT1 SGCZ SGK3 SIK1 SLC22A24 SLC6A6 SLC8A1 SMIM10 STK3 STT3B SYF2 SYT1 SYT16 TAC1 TADA2B TAF5L TBL1XR1 TENT2 TLE4 TMCO1 TMEM164 TMEM47 TMX4 TRIM44 UBE2V1 UBE2V2 UGP2 UHMK1 UNC5D USP49 VTA1 WWP1 XIRP2 ZDHHC17 ZIC3 MIR3978 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR3978 ABCD2 ACSL1 ACTL6A ACVR2A ADAMTS5 ADAMTS9 ADM AFF1 AFF2 ALPL ANGEL2 ANKRD42 AP1S2 AP3S2 ARHGAP24 ARHGEF9 ARID4B ARL1 ARL10 ARPIN-AP3S2 ARSB ATE1 ATXN3 ATXN3L ATXN7 AVL9 B3GALNT2 B3GNT5 BCAP29 BCL2L13 BMP2 BMPER BTBD8 BTRC C21orf91 C2orf66 C3orf70 CASD1 CBFA2T2 CCAR2 CCDC3 CHD1 CHIC2 CHL1 CHMP5 CLEC7A CLOCK CNBD2 CNOT6L CNR1 CPNE3 CREBL2 CTXN2 DACH1 DCK DDX6 DGKH DIAPH2 DISC1 DKK2 DLL1 DNAH10 DNAJB2 DNAJC1 DOCK5 DPYD EIF1B EIF5A2 EPB41L2 ESR1 FARP1 FBXO46 FCHO2 FKBP1A FRMD5 FRMPD4 FSTL5 GABRA1 GALE GATM GCC2 GDPD1 GJB7 GLRA2 GMCL1 GNRHR GOLT1B GPLD1 GPR19 GRM7 H2AZ1 HACD4 HGSNAT HIPK2 HOMEZ HOOK3 HOXA1 HOXD13 HSF5 IARS1 IDH3A IER3IP1 IL1R1 IL1RAP IMPACT INO80D INSYN2A IQCA1 IRF8 ISOC1 JAKMIP2 JMY KATNA1 KCNA5 KDELR1 KDM3B KDM7A KIAA0408 KIAA1328 KPNA4 LCP1 LETM2 LIN7A LMO3 LMTK2 LRRTM2 LY6G6C MAF1 MAPT MBNL3 MEGF10 MFAP3L MLEC MMS22L MOSMO MPC1 MTMR1 MYEF2 MYLK4 MYOCD NAMPT NEFH NETO1 NOL4 NRG1 NRXN2 NSD2 NUFIP2 NUP43 OAS1 OGT ONECUT2 OPN3 OSBP2 OSBPL3 PBOV1 PCDHB10 PCDHGA7 PDE4D PDE4DIP PDE7A PDPK1 PER3 PEX7 PHTF2 PJA2 PKN2 PLPPR4 POU2AF1 PPIP5K2 PPM1H PPP2R5C PRDM16 PRICKLE2 PRIMPOL PRRC2B PRRG3 PSD3 PTPDC1 PTPRD PURB PYROXD1 RAD21 RASSF2 RASSF8 RBM19 RCC2 RERE RFXAP RGS21 RICTOR RORA RPS6KA6 RUNX1T1 S1PR3 SEPTIN6 SERPINB8 SF3B1 SH3TC2 SIAE SIT1 SLC22A23 SLC35B3 SLC36A3 SLC9A9 SMIM10 SNAP25 SNAP47 SOCS3 SP3 SPIN1 SRGAP1 SRPK2 STIM2 STXBP6 SULT1C2 SV2B TAF11 TAPT1 TDP1 TEAD1 TLE1 TM4SF4 TMEM132D TMEM229A TMOD3 TMX4 TNC TNFAIP3 TOX TRABD2A TRANK1 TRAPPC4 TRIM2 TSPAN2 VGLL3 WDR33 WIPI2 WNK1 XPR1 XRN1 YPEL2 ZC3H10 ZKSCAN8 ZNF280C ZNF597 ZNF609 ZNF664 ZNF704 ZNF710 ZNF792 ZNF84 ZNF860 ZW10 MIR409_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR409_3P ABHD5 AIDA AKIRIN1 ANAPC7 ASAP2 ATF7 BTN2A1 CACNB4 CEP19 CHM CPD CPSF6 CPT1A DCLRE1B DENND2C DENND5A DLG1 DLL4 EBAG9 ELF2 EML5 EPHA7 FAM120A FGF3 GALNT1 GRHL3 GUCY1A2 HYCC2 IFIT2 IFTAP IMPACT IQCJ-SCHIP1 ITGB3 KANSL1 KLF15 KLF5 KRTAP7-1 LANCL2 LMO4 LRRN4CL MRPL57 MTF2 MTRR MYO1D NAA15 NAV2 NEXMIF NFKBIZ NPC2 NUDT21 NUFIP2 NXPH1 OXTR PDHX PLCH2 PPP2R5E RAB10 RAB30 RBM46 RCOR2 REPS1 RORB RRH SALL1 SAV1 SEC22B SERPINA10 SLC15A4 SLC1A3 SLC35A3 SMAD2 STRN TEP1 THOC2 TM4SF18 TOP2B TRIM33 TSPYL1 UBE2W UPK1B USP38 VPS41 VSTM2A YTHDF3 ZDHHC20 ZIM2 ZNF138 ZNF540 ZNF660 ZNF704 ZNF781 ZNF99 ZZZ3 MIR409_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR409_5P ACAT1 ACVR2B ADAM10 AK9 ANKRD13C ASPH CAMTA1 CBLN2 CEP43 CGGBP1 CPSF6 CREM GNG12 GPAT3 HMBS HYCC1 KDM4D KDM5A LRP8 LRRC57 LRTM2 MAPK1IP1L MARCKS MINDY2 MKRN1 NADK2 NAIP NETO2 PAOX PAX9 PCLO PDAP1 RUFY2 SEMG1 SMIM43 TMC5 TRPS1 USP53 USP7 ZBTB34 MIR410_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR410_3P ABHD10 ABHD18 ACADSB ACVR1C ADCYAP1 ADM AFF4 AHCTF1 ANKRD29 ARHGAP29 ARHGAP5 ARID2 ARID5B ARMC10 ARMC8 ASB11 ASB15 ASZ1 ATAD2 ATAD5 ATF1 ATG16L1 ATN1 ATP6V1H ATP8B2 ATRX AVPR1A B3GLCT BAZ2B BMPR1A BMPR2 BTG3 C11orf87 C21orf91 C9orf72 CACNB4 CADM2 CBFB CBX3 CCDC82 CCNDBP1 CCSER1 CDK19 CEP152 CFAP20 CFAP97 CGNL1 CHD1 CHML CLCA2 CLEC6A CNOT6L CNOT7 CNTLN CNTN4 COBLL1 COL15A1 COL4A3 CPEB3 CPEB4 CPNE8 CPSF6 CREB5 CREBZF CSNK1G3 CXCL5 CXCR4 CYP19A1 DCTN6 DGKE DGKH DIO2 DISC1 DLG3 DNAL1 DNAL4 DPYSL2 DUSP2 EAF1 ELAVL4 ELMOD2 EPB41L4B ERBIN ERO1A ETS1 ETV6 EXOC5 EXOC6 EYS FAM104A FAM200B FBXL17 FBXO34 FCHO2 FGF12 FGF2 FHIP1A FMR1 FZD3 G2E3 GAD1 GDF9 GFPT1 GIGYF2 GLIS3 GLRA3 GLRB GLS GOLPH3 GPATCH2L GPR180 GRHL3 GRIA2 GSK3B GUCA1B GUCY1A2 HACE1 HIVEP1 HMGB1 HTATIP2 HTR2A IL12A IPO7 IRAK1BP1 ITPKB IWS1 KAT6A KCNMB2 KDM4C KDM6A KDM7A KIAA0408 KIAA0825 KIRREL1 KLF10 KLF6 KLHL9 LCOR LCORL LETM2 LHX8 LIN7A LIN9 LMTK2 LNPK LNX2 LPCAT2 LPCAT4 LRRC7 LSAMP MAB21L1 MAFG MAGEB18 MAGI3 MANBA MANEA MAP3K12 MATN3 MCFD2 MCM10 MED12 MED13 MFAP5 MGP MICU3 MKLN1 MMS22L MN1 MOB1B MOSMO MOXD1 MSI2 MYH9 NAA15 NAMPT NCAM2 NDFIP2 NDNF NETO1 NHLH2 NPPC NR3C1 NRDE2 NUMB OCLN OR2L13 OSBPL3 OTX2 PALS2 PARD6G PBRM1 PCDH8 PCNX1 PCSK5 PDE4B PDZD2 PGM2L1 PIK3IP1 PLPP3 PLXNA2 POGLUT3 PPFIBP1 PPP1R2 PPP3CB PPP6R1 PRDM11 PREX2 PRG4 PRKAA1 PRPF18 PRPF40A PRRX1 PSIP1 PSME4 PTK2 PTPRB RAB11FIP2 RAB30 RAB38 RAD23B RAPGEF2 RAPGEF6 RC3H1 RC3H2 RERE REST RFK RFX3 RGMB RIDA RIMOC1 RNF38 RNF6 ROCK2 RORA RP2 RPS24 RPS6KA3 RTN4 RUFY2 RUFY3 SCAMP5 SCEL SDHD SEC23A SETD3 SGPP1 SLC24A2 SLC34A2 SLC35C2 SLC35G2 SLC38A11 SLC38A4 SLC7A11 SLC9A7 SLK SMAD6 SMAD7 SMARCA1 SMPX SNTG1 SNX3 SP1 SP3 SPDYA SPDYE1 SPDYE3 SPDYE5 SPDYE6 SPRED1 SRSF11 SRSF2 ST8SIA4 STAG1 STARD13 STXBP5 SVIL TAFA2 TAS2R14 TAT TBX4 TBX5 TDRD15 TEC TENT4A TENT5A TEX14 TIAM1 TMED4 TMEFF2 TMEM106B TMEM108 TMEM161B TMEM170B TMEM236 TMTC1 TNFSF11 TNPO1 TPR TPTE2 TRIM23 TRPC1 TRUB1 TSHZ2 TTYH3 UBR3 UFM1 UGGT2 USP15 USP29 UTRN VEGFA VEPH1 VGLL3 VPS13C WNT3 WNT5B ZBTB34 ZBTB41 ZBTB44 ZCCHC10 ZER1 ZFX ZFY ZNF273 ZNF274 ZNF492 ZNF518B ZNF548 ZNF585A ZNF644 ZSWIM6 ZZZ3 MIR410_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR410_5P ALDOB ALG2 ARHGAP29 BOD1L2 BTAF1 CABYR CACNA2D1 CDKN2B DMRT2 FMN2 GATC GGA2 GORASP2 HSPD1 IGLL5 IL1A ITGA6 JAK1 KRT33B MEOX2 MXD1 NLK P3R3URF-PIK3R3 PCTP PIK3R3 PRKCA PTBP2 PTPN4 RHOBTB1 RNF24 SAV1 SERF2 SETD5 SETD7 STK38 SYT9 TAF5 TMEM115 TOGARAM1 ZMYM3 ZNF131 MIR411_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR411_5P ABHD18 AP3M1 ATAD2B BNIP3 C11orf21 C11orf54 CALML4 CCPG1 CDH2 DBF4 DUSP1 ELFN1 EXOSC3 FBXL5 FEM1C GPR65 GRM3 GTPBP8 HSD17B4 KIAA1614 KIF21A KLC1 MAML3 MARF1 MICB MITD1 MOSMO NR3C1 NRBP1 NXPE4 PGAM5 PREX2 PRKD3 PXDC1 RALGDS RCC2 RNF149 SGCZ SKAP2 SPRY4 STK17A STON2 TLL1 TMCO1 UBE2R2 ZNF551 ZNF680 ZNF81 MIR412_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR412_3P ADGRG7 AKAP8 ARMCX3 ASF1A ATP5F1E BOD1 BOD1L2 BOK C15orf40 C4orf3 CALCR CDC7 CDH10 CERS6 CLPTM1 CLTC CNOT2 COL25A1 CXADR DAG1 DCAF4L2 DDX6 EIF3J EPHB1 FKBP1A FMNL2 FREM2 FUT1 GAS7 H3-5 HSPA1A IL17RD LHFPL2 LRRC7 MAPK14 MEF2A N4BP1 NR2C1 OLAH PCF11 PCLO PIM2 PKP4 PLCE1 POU3F3 QKI QTRT2 RAP1A RASSF2 RBM27 RBSN RNF165 SEMA4D SERINC3 SLC29A3 SLC9A2 SOX6 SPAG11B TAB2 TACC1 TAF1D TC2N TECRL TFF3 THAP12 TNRC6B TP53TG3 TP53TG3B TP53TG3C UBE2D2 UBR1 WDTC1 ZBTB20 ZNF117 ZNF486 ZNF676 ZNF765 ZNF813 ZNF99 MIR412_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR412_5P ARHGEF2 PCDH10 PNMA1 TENM3 XPO1 MIR421 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR421 ACSL3 ADGRL4 AFDN AFF4 AKR1D1 ANKRD17 ANKS1B AR ARGLU1 ARID4B ARPIN ARPP19 ASAP1 ATAD2B ATG2B ATOSA BACH2 BCLAF3 BLOC1S6 BMF BTF3L4 CACNB4 CALCRL CALM2 CAPZA1 CASD1 CASP3 CDKL5 CFAP206 CFAP97 CHEK1 CHST9 CLCN3 CLDN11 CLEC1A CLOCK COL19A1 CREBZF CTDSPL2 DCAF10 DCAF17 DCAF5 DDX60L DLX3 DNAJC27 DUOX2 EDEM3 EIF2S1 ELK4 ETS1 FAM8A1 FAM9A FAM9C FCHSD2 FOXC1 FRMPD2 GALNT3 GAN GAREM1 GCNT1 GPATCH2 HMG20A HNRNPA1L2 HOPX HYCC2 ILF2 ILRUN JARID2 JPH1 KHDC3L KIAA2026 KLF11 LDLRAD4 LRATD2 MBD2 MEIS2 MGAT4A MMP8 MPV17 MRO MSI2 MSL2 MTRR NAP1L1 NCKAP1 NIPBL NMU NR1H4 NRAS NRBP2 NT5C1B PABIR1 PACRG PACRGL PAPOLA PAPPA PCBP2 PCDH9 PCDHB5 PCYT1A PHTF2 PIGA PLS3 PPP1CC PPP2R2C PPP4R2 PRCC PRDM11 PRKAA2 QKI RAB26 RAB30 RABGAP1L RAD50 RAD51B RALGAPB RANBP17 RASA1 RDX REPS2 RFX7 RND3 RORA RSU1 RTL3 RTTN RUNX1T1 S100A2 SCAND3 SCGB2A1 SEMA4D SEMA6D SFMBT1 SGIP1 SIRT3 SLC10A7 SLC25A3 SLC25A36 SLC4A7 SMC1B SNAP25 SNRNP70 SOX17 SP3 SPOCK3 SREK1IP1 SRR SRSF10 STRN3 SUZ12 SYT14 TBC1D30 TBC1D4 TCP11L1 TESK2 TLDC2 TMEM132E-DT TMEM202 TMPO TNKS2 TOMM70 TRMO TRPC3 TTBK2 TTPA TWIST2 TXNRD1 VAMP7 VAPA VGLL3 VSX1 XRN1 YTHDF1 ZBTB11 ZC3H12C ZFP36L2 ZIC2 ZNF337 ZNF619 ZNF706 ZNF721 ZNF805 ZSCAN4 MIR422A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR422A AGK AK7 ATXN7L3B C4orf46 CCNI2 CHAMP1 CPD CREBRF ELAC1 FCGR1A FLT1 GPR156 IQSEC1 JADE3 KCNIP2 KIAA1522 KLK4 METTL4 NCAPG NKX3-1 NPAS4 NR2C2 NUAK2 OTUB2 PHC3 PIM2 PLCXD2 PROK2 PTGES3 RAB10 RAN RNF168 RPN2 SULF1 TSPAN17 UHRF1 VPS53 WDR64 ZFPM2 ZNF124 MIR423_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR423_5P ABCC5 ACAP3 ADAR ADGRL1 ADISSP AMBRA1 APBB1 ARHGEF4 ARPC5 ASB14 ASB6 ATG4D ATP10B ATXN7L3 BAP1 BCORL1 BEND3 C1QTNF6 CADM3 CALM3 CBX6 CDC42SE1 CELF5 CELSR2 CLCN4 CLDN23 COL1A1 COPS7B CPEB1 CRIP3 CSMD2 CXCL16 DAP DDX54 DISC1 DLGAP3 DMTN DMWD DNALI1 DOLPP1 DUSP8 ELF4 ELFN2 ENC1 ENSG00000187186 ERI3 EVC FAM172A FAM222B FBXL16 FOXP4 FRMD3 G3BP2 GLP1R GRM4 HDDC3 HES7 HIC2 KASH5 KCNIP3 KDM5B KLK4 LASP1 LHX6 LNPK LRRC47 LZTS3 MAP1LC3A MAPKBP1 MED28 MFSD12 MICALL1 MKRN2 MUL1 NACC1 NAT8L NAV1 NCS1 NECTIN1 NEXMIF NFATC2 NFIC NNAT NRSN2 OBSL1 ODC1 ODF3L1 OTUD5 PACS1 PAQR8 PDAP1 PDXP PGRMC2 PHOSPHO1 PLA2G6 PLCB1 PLEKHO1 PNKD PYGB RAC2 RAD9B RFFL RGMA RIMS4 RNF165 RNPEPL1 ROR2 RPUSD1 S100A16 SAMD4B SCAF1 SCN4A SDR16C5 SELENON SEPTIN9 SHANK1 SLC11A2 SLC20A2 SLC52A3 SLC6A9 SNX19 SOX12 ST6GALNAC6 STK24 STK40 SUFU SYP TCL1B TEC TEF TMEM150A TMEM184B TMEM41A TMEM68 TRABD2B TSPAN11 UBE2O WNT9B ZNF500 ZNF608 MIR424_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR424_3P ADAM17 BAG5 CALM1 CCDC96 COL19A1 DCK DRD1 EIF5A HNRNPA0 HNRNPK KCTD18 KIAA1586 KLHDC1 MDGA2 MED13L MRFAP1 MSR1 NBPF3 NBR1 NEK6 NEXMIF OSR1 RER1 RHOXF2 RHOXF2B RNF13 RNF166 SCRT1 SLC26A5 SMAD7 SPIN3 SRSF12 THBS4 TMEM42 TNKS2 TRDN WIF1 ZBED5 MIR424_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR424_5P ABCF3 ABHD2 ABL2 ACOX1 ACTR2 ACVR2A ACVR2B ADAMTS3 ADGRL1 ADRB2 AGO1 AGO4 AHCYL2 AK4 AKT3 AMER1 AMMECR1 AMOT AMOTL1 ANKRD46 ANKS1A ANKUB1 ANO3 APLN ARFGAP2 ARHGAP12 ARHGAP20 ARHGAP32 ARHGDIA ARIH1 ARL2 ARL3 ARMCX2 ARMH4 ASH1L ATF6 ATG13 ATG14 ATG9A ATXN1L ATXN2 ATXN7L1 ATXN7L2 ATXN7L3 ATXN7L3B AVL9 AXIN2 BAG4 BCL11B BCL2L2 BTAF1 BTG2 BTRC BZW1 C12orf76 C1QL3 C1orf21 C2orf42 CACNA1E CACNA2D1 CACUL1 CAPRIN1 CAPZA2 CARM1 CASK CASR CBX2 CBX4 CBX6 CC2D1B CCDC6 CCDC88C CCND1 CCND2 CCNE1 CCNT1 CD2AP CD3E CD47 CD80 CDC25A CDC37L1 CDC42SE2 CDCA4 CDK17 CDK5R1 CDK8 CEP55 CEP85L CFAP45 CHAC1 CHD2 CHEK1 CHIC1 CHPT1 CHUK CLCN4 CLOCK CLUH CMC4 CMPK1 CNOT6L COBLL1 COL12A1 COP1 COPS7B CPD CPEB2 CPEB3 CPSF7 CREBRF CSDE1 CSRNP1 CUX1 CXCR5 CYB561A3 CYP26B1 CYP2S1 DCLK1 DCP1A DDX3X DDX3Y DENND1B DENND2C DENND4A DEPDC4 DESI1 DIXDC1 DLL1 DMPK DMTF1 DNAJB4 DPY19L4 DRD1 DYNC1LI2 DYRK1B E2F3 EDA EGLN1 ELAC1 ELL ELMOD1 ENAH ENSG00000275993 EPC1 EPHA7 EPHB2 ETNK1 EXOC3L2 EYA1 EZH1 FAM110C FAM133B FAM135A FAM81A FAM89A FAM91A1 FASN FBXL20 FBXO21 FBXW7 FERMT2 FGF2 FGF7 FGFR1 FLT3 FOXK1 G2E3 GABARAPL1 GALNT13 GALNT7 GAREM1 GATAD2A GCC2 GFAP GGA3 GHR GLS2 GNAT1 GPATCH8 GPR63 GRM7 GSTCD HECTD1 HELZ HEPHL1 HERC6 HIGD1A HIPK2 HMBOX1 HMGA1 HSPA4L HSPG2 HTR2A HTR4 IARS1 IFT74 IGF2R IKBKB ILDR2 INSR IPO7 IPPK ISLR IVNS1ABP JARID2 JPH3 KANK1 KCNG4 KCNJ2 KCNK10 KCNN4 KCTD8 KDSR KIF1B KIF21A KIF23 KIF3B KIF5B KIF5C KLHL2 KRTAP11-1 KRTAP4-6 LAMC1 LAMP3 LARGE2 LATS1 LDLRAD2 LGR5 LITAF LRIG1 LRIG2 LRP2 LRP6 LRRK1 LRRN3 LSM11 LURAP1L LUZP1 MAMSTR MAN2A2 MAP2K1 MAP3K13 MAP3K9 MASP1 MCU MED26 MEOX2 MEX3C MFN2 MGAT4A MIDEAS MKNK1 MKX MNT MOB3B MOB4 MTFR1L MTMR3 MYB MYBL1 MYEF2 MYLK MYO5A MYO5B N4BP1 NAA25 NAPG NAV1 NCS1 NECTIN1 NF1 NFATC3 NHLRC2 NOB1 NOS1 NR2C2 NRN1 NRP2 NSG1 NSMF NUFIP2 NUP50 OGT OMG OOEP OTX1 P3H2 PABIR2 PAFAH1B1 PAFAH1B2 PAG1 PAPPA PARVA PCDH17 PCDH9 PCMT1 PDE3B PDIA6 PDK4 PDZD8 PEDS1-UBE2V1 PELI2 PEX13 PHF19 PIAS2 PIK3R1 PIP4P1 PIP4P2 PISD PLAG1 PLPP1 PLRG1 PLXNA4 PLXNC1 PNPLA6 POU2F1 PPM1A PPM1E PPP1R11 PPP2R1B PPP6R3 PPT2 PRDM4 PRRC2C PTH PTPN3 PTPN4 PTPRD PTPRR QKI RAB11FIP2 RAB30 RAB9A RAB9B RAD23B RAD50 RARB RASEF RASGEF1B RASSF8 RBBP6 RBM12 RBM24 RBM6 RBPJ RECK RELN RET RETREG2 RFK RFX3 RICTOR RNF10 RNF144B RNF217 ROCK2 RPS6KA3 RPS6KA6 RREB1 RS1 RSPO3 RUNDC3B RUNX1T1 SALL1 SALL4 SAMD10 SAV1 SCN8A SCOC SEC24A SEH1L SEL1L3 SEMA3A SEMA5B SEMA6D SEPTIN2 SERBP1 SESN1 SETD3 SGK1 SH3GL2 SHOC2 SIK1 SIPA1L2 SIRT4 SKI SLC11A2 SLC12A2 SLC13A3 SLC20A2 SLC25A37 SLC2A14 SLC35G1 SLC36A1 SLC39A10 SLC4A4 SLC6A11 SLC9A6 SLIT2 SMAD7 SMIM13 SMURF1 SNRPB2 SNTB2 SNX16 SOBP SOCS6 SON SOX6 SPRED1 SPRYD3 SPTBN2 SPTLC1 SREK1 SRPRA SSR1 SSTR3 ST7L ST8SIA3 STK33 STOX2 STRADB STXBP3 STXBP5 SUCO SUMO3 SYDE2 SYNJ1 SYNRG SYPL1 SYT3 SYT4 TAB3 TARBP2 TBL1XR1 TBP TBPL1 TCAIM TENM2 TFAP2A TFCP2L1 TGFBR3 TGIF2 TLK1 TLL1 TMC7 TMCC1 TMEM100 TMEM135 TMEM154 TMEM178B TMEM183A TMEM199 TMEM245 TMEM268 TNFSF13B TNRC6B TRABD2B TRAM1 TRANK1 TRIM66 TSC22D2 TUBA4A UBE2Q1 UBE2V1 UBE4A UBE4B UBFD1 UBN2 UBQLNL UBR3 UNC13A UNC5D UNC80 UROS USP15 USP25 USP3 USP31 USP42 USP44 UTP25 VEGFA VPS33B VPS4A WBP11 WDTC1 WEE1 WIPI2 WNK3 WNT3A WNT7A WWC1 XPO7 YTHDC1 YWHAH ZBTB20 ZBTB34 ZBTB39 ZBTB44 ZBTB46 ZC2HC1A ZC3H13 ZCCHC2 ZCCHC3 ZDHHC15 ZFHX3 ZFHX4 ZMAT3 ZMYM2 ZNF367 ZNF449 ZNF622 ZNF691 ZNHIT6 ZNRF2 ZNRF3 ZSCAN31 MIR4251 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4251 AAK1 ABRAXAS2 ABT1 ADAMTS16 ADCY1 ADGRB2 ADSL AJUBA AKT3 ALDH6A1 ANGPT2 ANGPTL2 ANKRD13A ANKRD46 ANO3 APH1A APLNR APOBEC3A ARFGEF3 ARID4A ARL13B ARPP19 ASCC1 ATF3 ATOSA ATP8A1 BACH2 BCAS1 BCAT1 BHLHE22 BMPR1A BNIP5 BOD1L2 BTG2 C1QTNF5 C4orf19 CACNA1G CAMK1D CCDC117 CCDC28A-AS1 CCDC39 CCDC50 CCDC6 CCDC91 CCM2 CCNB2 CD274 CDADC1 CDK15 CENPB CEP170B CEPT1 CERS3 CHIC1 CHRFAM7A CHRNA7 CHSY1 CLCN4 CLHC1 CLIC5 CLIC6 CLTC CMAS CMTM4 CNOT7 CNOT8 CNOT9 CNTN4 COL11A1 COL4A3 CPNE8 CSNK1G1 CSNK1G3 CSTF2 CUL3 CUL4B CYP2U1 CYRIA CYTH3 DACT1 DCAF10 DCP1A DCP2 DDHD1 DDX52 DGKE DIDO1 DIO2 DMAC1 DNAJC21 DNAJC5B DNPH1 DOCK11 DOT1L DPH2 DPY30 DSG2 DUSP16 DUT E2F6 EBF3 EEF2 EGR3 EIF5A2 ELK1 EMSY EPB41L4A EPG5 EPSTI1 ERFE FAM117B FAM177B FAM78A FBN1 FBXO30 FCGR1A FCGR1BP FCHO2 FERMT1 FGF14 FMNL3 FRAT2 FYN FZD3 G6PC2 GABPB1 GABRA4 GABRB3 GALNT15 GALNTL6 GDPD1 GFRA1 GID8 GNG2 GOT2 GPATCH2L GRIA3 GRIN2A GRIN3A GRM3 HCFC1 HDX HIC2 HLCS HOMER1 HRH2 HS6ST3 HSPA4L IBTK ID1 IDE IGDCC3 IGSF3 IKZF2 IKZF3 IL16 IL17RD IRAG1 IRX2 ITGAM KBTBD4 KCNA6 KCNB1 KCNJ10 KCNS3 KLF12 KLF13 KLF14 KLF6 KLF7 KLRG1 KRTAP1-5 LARP4 LCOR LEMD3 LNPK LRATD1 LRP6 LRRC7 MAGI2 MAML1 MAMLD1 MAP1B MAP2K6 MAP3K19 MAP3K20 MAPK14 MARCHF8 MARK3 MBD1 MBNL3 MCM3AP MED1 MED13 MEI4 MEIS2 MIER1 MST1L MTA2 MTF1 MTMR9 MYL12B MYOCD MYSM1 NAA15 NAIF1 NBEA NBPF1 NBPF3 NCOA3 NDRG3 NDUFA6 NETO2 NEXMIF NFASC NFATC3 NLRP5 NRP1 NSL1 NUDT16 ONECUT2 OSBPL1A PAIP2 PAX1 PBX2 PCBP4 PCNX1 PCYT1A PDE7B PDPK1 PER1 PGM2L1 PHACTR2 PHF20L1 PHKG2 PIAS1 PIAS2 PIP4K2B PLPPR4 PLXNA2 POLR3F POMT2 PON1 POU1F1 PPARD PPM1E PPP1R18 PPP1R3G PPP4R1 PRELID2 PRKAB2 PRKAR2A PRPF38B PRPF40A PSME4 PTAR1 PTBP3 PTGFRN PTK2 PTPN14 PYGO1 RAB11FIP1 RAB11FIP2 RAB2A RAB3B RAD18 RAD54L2 RASGRF2 RASSF3 RASSF5 RBM20 REEP1 RERE RFC3 RICTOR RNF157 RNF170 RNF24 RTP1 SCML2 SCN8A SDC2 SEC14L1 SEC14L3 SEMA3G SENP7 SESN3 SH3TC2 SHANK2 SHROOM2 SIDT2 SIPA1L1 SLC11A2 SLC17A7 SLC25A5 SLC26A2 SLC2A14 SLC30A4 SLC35A5 SLC35E4 SLC35G1 SLC44A1 SLC5A7 SLC6A1 SLC6A2 SLC7A1 SLF2 SLX4IP SMIM2 SNAPC4 SNX4 SORBS1 SOX4 SPECC1 SPICE1 SPP1 SSBP2 STK11IP STK32C STK35 STK39 STRBP STRN STXBP5 STXBP5L SYNPO2 SYT15 TANC2 TASP1 TBC1D2 TCAIM TDRD6 TENM3 TENT4B TFCP2L1 THSD4 THSD7B TIA1 TLCD4 TLN2 TMEM106C TMEM120B TMEM132B TMEM154 TMEM168 TMEM64 TMEM67 TMPRSS13 TMX4 TNFAIP8 TNFRSF1A TOGARAM1 TP63 TPGS2 TPM4 TRABD2A TRAF6 TRAK2 TRIM5 TRIM9 TRPS1 TSHZ1 TSPAN12 TSPAN2 TSPAN9 TSPYL1 TXNDC11 TXNIP UBTF UHRF1 UNC5C UNC5D URI1 USP15 USP2 VEPH1 VGLL2 VRK1 VWC2 WAPL WASHC4 WIPF2 YIPF6 YPEL2 ZBTB7A ZCWPW2 ZFHX3 ZIC3 ZNF230 ZNF239 ZNF248 ZNF516 ZNF618 ZNF644 ZNF667 ZNF678 ZNRF3 ZRANB1 ZSCAN12 ZSWIM5 MIR4252 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4252 ABCG8 ADAM23 ADAMTSL3 AGBL5 AK2 AK7 AKIRIN1 AKIRIN2 ARL4A ATP2A2 BCLAF3 CDK6 CRKL DAAM1 DDX3X DIXDC1 DYRK2 E2F4 EFNB3 EIF5A2 ENTPD4 ERC2 FCHSD2 FCRL1 FNDC3A GARS1 GGACT GIMAP1 HFM1 HPSE2 IAPP ICA1L IMP3 JPH3 JRKL KCNK10 KHDC4 KLHL29 KLHL3 LAMC1 LGR5 LMTK2 MANEAL MAP1B MED13 MED9 MEI4 MFSD4B NAA15 NAP1L4 OTOF PALLD PCYOX1 PDCD10 PGS1 PRKG1 PTAR1 RAB2A RAB3B RAB5B RAB9B RFK RHPN2 RYBP SAE1 SCRN1 SLC25A45 SLC2A13 SLC39A10 SLC4A7 SMPDL3B SPRTN SRGAP2 ST3GAL3 STOML2 SYNPR TAOK1 TBC1D5 TRANK1 TRNP1 TRPC3 TTC7B TULP4 UBQLN4 USH2A USP37 WASF1 WIPI2 WSB2 WWTR1 ZFYVE16 ZNF99 MIR4253 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4253 AASDHPPT ADAM22 AFTPH AKIRIN2 ALOX15 ARF3 ARHGAP36 ARMC3 ATP2B4 ATXN7L3B BTBD1 CADPS CAMK4 CARNS1 CHID1 COL4A3 CUL4B DENND3 DTD1 HSD11B2 IQSEC2 ITGA3 KCNA6 KIF5B KLHDC1 MAPK8 MDGA1 MDK MEIS2 MYL12A MYO9B NECTIN1 NUDT19 PABIR1 PCMT1 PPT1 PTPN23 RALGDS RANBP6 RIPOR2 RNF148 SNX18 STAG1 THRB TM9SF1 TMED3 TNN TPM2 TRPM1 USP31 XPO1 MIR4254 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4254 ACTR2 ADGRG5 AJUBA ANKRD13B ARHGAP25 ARRB1 ASB10 BDH2 BEND6 BSPRY BTN3A1 C10orf105 CA10 CAMK1G CD1D CD300C CD44 CDH24 CELF5 CENPT CHD1 CHMP7 CHST11 CSRNP2 CTDSPL2 CUZD1 DENND5B DLX3 DNAJC25 DNER DOCK3 DTNB EPHB2 FAM131B FSCN3 GABRB2 GNG7 GPAT4 GPD1 HBEGF HOMER1 HPS4 IGF2BP1 IGSF6 IYD KDM3B KDM6A KHNYN KIF2A KIT KLRF1 KMT2D LAMB3 LIN28A LRRC14 LY6H MGAT5B MICU1 MID1 MINK1 NKD1 OSBP2 PARP1 PAX5 PCDH11Y PHC2 PIGK PKIA PLA2G2F POT1 PPP1R12B PPP1R14C PSMA5 PTGFRN RHOBTB2 RNASEH2B SAMD11 SCYL3 SEL1L SH3RF2 SHISA6 SHISA7 SIPA1L3 SLC26A10P SLC38A1 SPOUT1 SSC4D TBC1D13 TMCC2 TMEM87A TRIR TSNARE1 TSPAN18 UBA6 URM1 UROS WBP1L ZDHHC11 ZNF470 ZNF780B MIR4255 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4255 ACSL1 ACSL4 AFF4 AMMECR1L ANKRD28 ANLN APC APLN APPL2 AQP4 ARHGAP35 ARHGEF2 ARID4A ARTN ASH1L ATF7 ATP2B2 ATP6V1C1 ATRN BAHCC1 BAZ1A BBIP1 BEST1 BOD1L1 BRD1 C11orf96 C18orf25 C1orf53 C2CD2 C6orf62 CAPRIN1 CCDC198 CCDC47 CCDC6 CCNI2 CCNJ CD24 CDC14A CDC7 CDK17 CDKN1B CEP170 CFL2 CLOCK CNN3 CPEB2 CPEB4 CRK CTLA4 CTNND1 DDIAS DYNC1H1 DYNC1LI2 EBF3 ELAVL3 ELF2 ELK3 EPB41L2 EPPIN-WFDC6 FAM149A FAM171B FCHO2 FGL2 FNDC3B FOSL1 FOXM1 FRS2 FYB1 GAS2L3 GCNT2 GLT1D1 GSAP HAVCR1 HDLBP HECTD2 HMBOX1 HSBP1 IER3 INO80D INPP5A ITGA5 JADE1 KCTD3 KDM4A KIF5B KIF5C KMT2A LAMTOR3 LARP4 LCOR LRRFIP2 MAP4K3 MARCHF5 MARF1 MEDAG MFSD2A MGAT4A MOSMO MOSPD2 NABP1 NBPF3 NCKAP1 NGRN NKAIN3 NLGN3 NUP88 PAM PBK PDE12 PHF6 POLR3A PPCS PRIMPOL PTP4A1 QKI RAB11FIP2 RAB9B RABEP1 RABGAP1L RGL2 RHOQ RICTOR RIPPLY3 RNF111 RNF145 ROCK1 RUFY2 SAMD4B SAMD8 SCAI SCAMP1 SCRN3 SETBP1 SGCZ SH2B3 SLITRK4 SMAD5 SNX2 SNX24 SPAG9 SPPL3 SRGAP2C STT3A SUCO TAB2 TAF5L TAOK1 TASOR2 TFG TMTC1 TNRC6C TRIP11 TSEN34 TSGA10 TTC14 UGT8 UQCC6 USP8 UTRN VCL VGLL4 VPS52 WWTR1 XPO1 YTHDF3 YWHAB ZBTB10 ZBTB20 ZBTB41 ZIC5 ZNF217 ZNF230 MIR4256 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4256 ABCC1 ALK ARMC8 C2orf49 C9orf43 CEP126 CHL1 CLSTN1 CMPK1 CREB5 CREBRF CSTF2 DAZL DENND11 DNAJC3 EEIG2 EMCN EPB41L5 F13A1 FAM110C FAM117B FGD6 FHIP2A GLG1 GNAI3 GREB1 GRPEL1 HDDC3 HNF1B HTR7 ICA1L ID2 IGF1R IL6 IRAK3 ITGA10 JKAMP KCNS1 KIF14 KLF3 MAP3K1 MCAM MCM9 MDN1 MITF MTF1 MTFR1 MTOR NEK6 NFATC2 NR2C1 NUDT4 PEX7 PID1 PIM2 PLGLB2 PWWP2A SGMS2 SNX4 SORT1 STX16 SUSD4 SYCP2L TIAM2 TMED1 TMEM263 UBE2D3 USP14 WDR47 WNK3 YIPF4 ZC3H12A ZFHX4 ZNF385B ZNF780B ZNF831 MIR4257 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4257 ACER2 ACTR8 ADAMTS5 ADSS2 AFF4 AKAP13 ANAPC13 ARL8A ARL8B ASB4 ASTN2 ATAT1 ATP11A ATXN7 B4GALT4 BLOC1S6 BTN3A2 C17orf49 C17orf50 C2 CCKBR CEP135 CEP350 CHN2 CNNM4 CPM CREBZF CSMD1 CSNK1E CTBP2 CYP8B1 DDOST DIP2A DLG2 DUSP6 EHHADH EIF5AL1 EXOC5 EYA3 FAS FKTN FRMD7 FSD2 GATM GPATCH2 GPD1 GRIA2 GRIA4 HDX HNRNPM IL10 IRGQ KCND1 KLF7 KLHL28 KPNA6 LCK LEPROTL1 LIN28B LRP11 LYRM1 MANEAL MAPK1 MARK3 MAX MED13L MLKL MMP14 MPEG1 MTMR4 NAA40 NAT8L NEDD4L NID2 NOVA1 OCIAD2 OPRM1 OSBPL11 OTUD3 OTUD4 PARD6B PBX3 PHF1 POU2F1 PRRC2C PTPRB QKI RAB8B RASA1 RBMS1 RFESD RGS16 RHOJ RIMKLB RUFY3 S100P SDR42E1 SFMBT1 SFT2D2 SHROOM3 SLC10A7 SMIM8 SPRED2 SPRYD4 SPRYD7 SSH1 SST ST13 TARBP2 TCEAL8 TFAP2B TMEM105 TNRC6C TPP2 TPTEP2-CSNK1E TTC9C TUBB4A VAT1 WT1 YTHDF1 ZC3H11A ZEB1 ZFHX4 ZNF248 ZNF276 ZNF3 ZNF689 MIR4258 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4258 ATAD5 ATP2B2 DHX38 METTL7A NEUROD2 SYS1 MIR4259 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4259 APRG1 CCL28 CHST9 CTNND1 DCT DCUN1D4 DR1 EIF2B1 ELF2 FHIT HS6ST3 KCTD18 KLHL7 MARCHF4 MYEF2 NFKB2 NPAS3 PALM2AKAP2 PAX7 PDZD7 RBM18 RBM25 RHOA SERPINH1 STMN2 SULT1C2 MIR425_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR425_5P ADCY1 AJAP1 ANKRD1 AP3M1 ARMC8 ATP5MC3 BCAS2 BCOR BEX4 CAB39 CADM4 CBX6 CD36 CDC14A CDC5L CENPT CFL2 CYBB CYYR1 DEK DICER1 DIP2C DNAJC27 DYNC2H1 EDIL3 ELOVL5 EOGT EPPK1 FAM13B FAM204A FASTKD3 FBXO45 FOXJ3 GABRA1 GINS1 GPATCH2L GPC6 GPRASP3 HGF IL11 KCNK9 KCNT2 KIAA2026 KLHL13 MAP2K6 MAP3K5 MARK1 MBD1 MINDY2 MPZL1 NRAS NUFIP2 PDCD10 PPP2R2A PPP4R3A PRDM8 PTPRN2 PUS7L RAB3C RGS13 RIT1 RNF217 SAMD4A SCAMP1 SENP6 SH3RF1 SHISA7 SIDT2 SLC6A1 SMAD5 SMCHD1 SMG1 SPTLC3 SYNCRIP TDRD5 TMEM116 TMEM135 TMEM263 TRMT13 USP54 VIT VPS26B VRK2 WAPL ZBTB21 ZFP82 ZMAT3 ZNF124 MIR4260 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4260 AGAP1 ARHGEF33 ASIC1 BCL2 C17orf97 CACNA1E CALCOCO1 CBX6 CEP85L CLIP3 CNTNAP1 CRABP2 CREBBP CREG1 CRTC3 DDX42 EIF5 ELAVL3 ENSG00000187185 ESRP2 FAM216B FXR2 G6PC3 GAS7 GON4L H2AB1 H2AB2 H2AB3 HECTD4 HEXIM1 IGF2 IGF2BP3 IL22 IL36B LMO7 MAG MECP2 NELFE NR2E3 NUTM2A NUTM2B OSBPL3 PAX9 PCSK2 PKNOX2 POM121 PPP1R16B PPP1R9B PPP3CB PRAF2 PRRX2 PRX RALGPS1 RCAN2 SGMS1 SLC24A1 SLC25A23 SLC6A11 SNX4 ST8SIA3 STAT6 TCHP TGFBR3 TLN1 UNC13C VAPB ZC3H11A ZC3H11C ZCCHC24 ZNF215 ZNF32 ZNF629 MIR4261 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4261 A1CF AAK1 AAR2 ABCD2 ABRA ACAN ACKR3 ADAM28 ADAMTS5 ADAR ADARB1 ADCY6 ADGRD1 ADNP2 ADSS2 AFF3 AGAP2 AGO1 AGO3 AGPAT5 AHR AKAP10 AKIRIN1 ALDH1B1 ALG6 AMD1 ANAPC1 ANGPT1 ANXA11 APBB2 APOBEC3B APOOL ARAP2 ARF1 ARF3 ARID4B ARL4C ARL5A ARPIN ASTN2 ATP6V0D2 ATXN7 BARD1 BCL11A BCL2L2-PABPN1 BLTP3A BMAL1 BNC2 BRAP BRSK2 BUB3 C18orf25 C1S C2orf69 C9 CACNB4 CACYBP CADPS2 CALHM5 CAMKK2 CAP2 CAPN7 CASD1 CAST CCDC73 CD164 CD40LG CDKN2AIP CELSR3 CEP170 CHD6 CHD9 CHP1 CHRNB2 CLASP2 CLOCK CMKLR2 CNGB1 CNIH1 CNOT6L CNRIP1 COL4A6 COPS7B CPQ CRACDL CRCP CREB3L2 CRKL CS CUL4A CWC15 CX3CR1 DCAF7 DCBLD2 DCP1A DDHD1 DGKI DIAPH1 DIPK2B DKK2 DLD DLGAP1 DMKN DOLPP1 DPF3 DPPA4 DUSP16 DZIP1 EBAG9 EDIL3 EDNRA EEIG2 EIF1B ELAPOR2 EMC4 EML4 EMP2 ERCC6L2 ERLIN2 EVI2B FAF2 FAM104A FAM120A FAM13A FAM172A FBXL20 FBXL3 FBXL5 FBXO22 FBXO34 FCGR2B FGF13 FGG FMN1 FMNL2 FNBP1L FOXO1 FTH1 FUT9 FXYD6 FZD5 FZD6 G3BP2 GABRA1 GALC GFM1 GFRA1 GMFB GNG4 GOLPH3L GOPC GOSR1 GPR15 GRIA2 GRIA3 GRID2 GRIK2 GTF3C4 HAND2 HASPIN HCN1 HDAC9 HDLBP HERC3 HIPK2 HMGA2 HS2ST1 HSPE1 HTR4 IKZF1 IL17RD IL26 ILRUN INAFM2 INO80D INSYN2A INTS7 KANSL1 KAT2B KCNIP1 KCNK6 KDM3B KDM5A KLHL24 KMO KRTAP1-5 KSR2 LACTB LAIR1 LAMC1 LARP4 LIN7A LMO1 LRRTM4 LSAMP LTBP2 LYN LZTFL1 MAB21L1 MAGEA12 MAGEA2 MAGEA2B MAGEA3 MAGEA6 MAGEH1 MAGI2 MAP1B MAP3K1 MAP3K14 MBD2 MCC MED13L MEF2C MEIOC MESD MEX3C MFAP1 MFAP3L MGMT MID2 MLEC MLLT6 MOB3B MROH2A MRPL43 MTA3 MTO1 MX2 MYEF2 MYLIP MYO19 MYSM1 NAA15 NAA20 NAV1 NAV2 NAV3 NCAM1 NCK1 NECAB1 NEGR1 NEMP1 NEUROD1 NFATC2 NFATC3 NFIA NFIB NFYC NHEJ1 NOVA2 NPTN NREP NRP1 NSD2 NUP58 OCLN ONECUT2 OPHN1 OTUD1 OTUD4 PABIR2 PABPN1 PAFAH1B1 PARP9 PARPBP PCDH11X PCDH11Y PCDH18 PCDH19 PCDH7 PCLO PCSK1 PCYT1B PDCL PDE1C PDE4D PDGFRA PEAK1 PEDS1-UBE2V1 PFKFB2 PFN2 PGBD5 PGM3 PHF13 PHF8 PHIP PHYHIPL PIAS2 PLCB4 PLCXD3 PLEKHA8 PLIN1 PLPPR5 PLXNA4 PMM2 PNPLA4 POU4F1 PPARA PPFIBP1 PPP1R3B PPP2R1B PRICKLE2 PRKG2 PROX2 PRRC2B PRXL2A PTAR1 PTPRK PTPRM QSER1 RAB2A RAB33A RABL2A RAD51 RANBP9 RASSF3 RBM18 RBM22 RBMS3 RGS5 RHOBTB1 RIMKLB RIOK3 RNF38 RNF4 RNF8 RNPC3 RORA RPP14 RRP15 SALL4 SAMD12 SASH1 SCN2A SCN2B SEC11A SEC13 SEMA3A SERP1 SERPINB5 SERPIND1 SESN1 SETD9 SEZ6 SH3GLB1 SH3PXD2A SHISA9 SHPRH SHQ1 SKA1 SLC18A2 SLC30A5 SLC35E2A SLC38A1 SLF2 SLTM SMYD1 SNTN SOX13 SP3 SPCS1 SPRED1 SRFBP1 SRR SRSF4 SSX7 STAU2 STX18 STX3 SUGP2 SUSD6 SVEP1 SYBU SYK SYTL4 TAF7 TANC2 TATDN3 TBC1D12 TBC1D2B TBC1D32 TBL1XR1 TCF20 TCF7L2 TENM3 TET1 THRB TIGD3 TIMELESS TLCD4 TLE1 TMEM50B TMEM59 TMTC3 TMX4 TNFSF15 TNKS TOM1L2 TRAF3IP2 TRANK1 TRDMT1 TREML2 TRIM42 TRIM67 TWIST1 TXNDC15 TXNL1 UBE2V1 UBE2W USP15 USP37 USP45 UTRN VCPIP1 VGLL3 VOPP1 VPS4B VTCN1 WAC WASHC4 WDR20 WDR31 XPNPEP3 XPO4 XPR1 ZBBX ZBTB18 ZBTB20 ZBTB34 ZC3H12C ZC3H8 ZDHHC17 ZIC3 ZIK1 ZMYND11 ZNF148 ZNF160 ZNF407 ZNF697 ZNF704 ZNF706 ZNF789 MIR4262 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4262 AASDHPPT ABHD18 ABTB2 ACAD8 ACAP2 ACER3 ACSL4 ACVR2A ACVR2B ADAM11 ADAMTS18 ADAMTS5 ADAMTS6 ADAMTSL1 ADARB1 ADCY1 ADCY9 ADGRB3 ADO ADRA1A AFG3L2 AGFG1 AGO4 AHCTF1 AK9 AKAP6 AKIRIN1 AKIRIN2 AKT3 AMER2 ANKEF1 ANKRD13C ANKRD44 ANO1 AP1AR AP1G1 AP1S3 APBA1 APOO ARF6 ARFGEF3 ARHGEF3 ARHGEF7 ARL5A ARMC8 ARMH4 ARNT2 ARSJ ASAH2B ASPH ASPN ASTN1 ATL1 ATM ATMIN ATP11C ATP1B1 ATP2A2 ATP2B1 ATP2B2 ATP2B3 ATP8B2 ATXN1 ATXN3 ATXN7 AVL9 B4GALT1 BACH2 BAG4 BAZ2B BCL2 BCL2L11 BCLAF1 BEND3 BHLHE40 BIRC6 BLOC1S6 BMP2K BOLL BRAP BRD1 BRWD1 BTBD3 C14orf28 C16orf87 C1orf109 C2CD5 C2orf69 C8orf44-SGK3 CA8 CALCR CALM1 CAMK2D CAMSAP2 CAMTA2 CAPRIN1 CAPRIN2 CAPS2 CARF CARM1 CBFA2T3 CBLB CBLL1 CBX4 CBX7 CCL8 CCNDBP1 CCNJ CCNK CCP110 CD302 CD4 CD69 CDC40 CDC5L CDC73 CDH8 CDK17 CDKN2AIP CDKN3 CDON CDS1 CDYL CECR2 CEP83 CEP97 CERS3 CFAP161 CHCHD7 CHD1 CHIC1 CHL1 CHMP1B CHMP2B CLASP1 CLIP1 CLUH CLVS1 CNKSR2 CNKSR3 CNOT2 CNTN4 CNTNAP2 CNTNAP3B COPS2 COX15 CPD CPEB4 CPNE2 CPOX CPSF6 CREB1 CREBRF CRIM1 CTDSPL CTTNBP2NL CUL3 CUL5 CXCL9 DARS1 DCAF12L1 DCBLD2 DCLK1 DCLK3 DCN DCUN1D1 DDIT4 DDX3X DDX3Y DEK DEPTOR DERL1 DISC1 DLG2 DMXL2 DNAJA4 DNAJC13 DNAJC3 DOCK4 DSE DUSP6 DYNC1LI2 DYNC2H1 E2F5 E2F7 ECT2L EN1 ENAH ENDOD1 ENTPD6 EPB41 EPB41L3 EPC2 EPHA4 EPHA5 ESM1 ESR1 ETFBKMT ETNK1 ETS1 ETV6 EXD1 EXOC5 EYA3 EYS FAM135A FAM3C FBXO33 FBXO34 FGD4 FHAD1 FHIP1A FHIP1B FIGN FKBP1A FNDC3A FNDC3B FNIP2 FOXP1 FRMD8 FRYL FSBP FSD1L FUT9 G3BP2 GABRA1 GALNT4 GAPVD1 GATA6 GATM GCC2 GFPT1 GHITM GIGYF1 GLCCI1 GLS GOLGA1 GOLGA6L4 GOLGA6L9 GOLGA8A GOLGA8B GOLGA8H GOLGA8J GOLGA8M GOLGA8N GOLGA8Q GOLGA8R GOLGA8T GOT2 GPBP1 GPD1L GPD2 GPR137C GPR83 GPRIN3 GPSM1 GRB10 GRIA3 GRIK2 GRM5 GSE1 GSKIP GTSE1 GUCY1A2 HAO1 HCN2 HEATR3 HECA HEY2 HIC2 HIPK1 HIPK3 HMBS HOXA1 HOXA11 HOXC8 HOXD1 HRH1 HSP90B1 HYCC2 HYOU1 IGDCC3 IGF2BP2 IKZF5 IL1A IL2 IL25 INO80D IPMK IPO7 IPO8 IQCJ-SCHIP1 IRS2 ITGA3 ITGB8 ITPRID2 JADE2 JARID2 JAZF1 KANK1 KAT2B KATNBL1 KCNA1 KCNH1 KCNJ10 KCNQ5 KDM5A KHDC1 KIAA1217 KIAA1549L KIF1B KIF3A KIF3B KLF15 KLF6 KLHL2 KLHL29 KLHL42 KLHL5 KMT2A KMT2C KPNA1 KPNB1 KRAS KRBOX4 L1CAM LAMA1 LARP4 LATS1 LCLAT1 LCTL LEMD3 LGALSL LIF LIG4 LIMCH1 LIN28A LIN28B LMBRD2 LMO1 LNPK LOX LPCAT1 LPCAT2 LRBA LRRC32 LRRC8D LRRN1 LY75-CD302 LYRM1 MAB21L3 MAMDC2 MAN2A1 MAP1B MAP3K3 MAP7D2 MAPK1IP1L MARCHF6 MARK1 MB21D2 MBNL2 MBOAT2 MBTPS2 MCC MED26 MEGF9 METAP1 METAP2 MEX3B MFSD6 MGAT2 MICU3 MIDEAS MIER3 MINK1 MLXIP MORC3 MS4A1 MSANTD3-TMEFF1 MTF2 MTMR12 MTPN MTURN MTX3 MUC22 MUC7 MYBL1 MYCBP2 MYO1E N4BP2 NAA50 NAAA NAALADL2 NAB1 NAP1L1 NCALD NCOA2 NEGR1 NEK7 NELFA NEXMIF NFAT5 NIPAL4 NIPBL NKAIN2 NLK NLN NMBR NOTCH2 NOTCH4 NOVA1 NPAT NPEPPS NR1D2 NR2C2 NR4A3 NR6A1 NRXN1 NSUN7 NUCKS1 NUS1 NWD2 OGFRL1 ONECUT2 OOSP2 OR51E2 OSBPL2 OSBPL3 OSBPL8 OTOGL OTUD1 OTUD4 OXGR1 P3R3URF-PIK3R3 PABIR2 PAFAH1B2 PAK5 PALM2AKAP2 PALS1 PAM PAPOLG PARM1 PARP11 PAWR PAX5 PAX9 PBX3 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 PCNP PCSK1 PDAP1 PDCD4 PDE3A PDE5A PDGFRA PEAK1 PER3 PHACTR4 PHC3 PHF20L1 PHF3 PHIP PHLDA1 PHTF2 PI4K2B PIAS1 PIK3R3 PITPNB PKNOX2 PLA2G4A PLAG1 PLAU PLCL2 PLEKHA3 PLEKHJ1 PNISR PNMA2 PNRC2 POC1B-GALNT4 POLI POLQ POU2F1 PPARA PPFIA1 PPIP5K2 PPP1R12B PPP1R3B PPP2R3A PPP2R5E PPP3R1 PPP5D1P PRDM4 PRKAG2 PRKCD PRLR PROSER1 PROX1 PRR27 PRRC2C PRTG PSG11 PSG3 PSG5 PSG9 PSPC1 PTBP2 PTBP3 PTGR3 PTPDC1 PTPN22 PTPN4 PUDP PUM1 PURB QKI QSER1 RAB30 RAB3C RAB3GAP1 RAB3IP RAB8B RAD21 RAD54B RAI1 RALA RALGAPB RAP1B RASSF1 RASSF2 RASSF8 RBBP7 RBM46 RBM47 RECK REPS2 RFC1 RFTN2 RIMKLB RIOX2 RLF RLIM RNF169 RNF182 RNF217 RNF34 RNF6 RNMT RORA RPS6KA3 RPS6KB1 S1PR1 SACM1L SALL4 SAMHD1 SCD SEC24A SEC24C SELENOT SEMA4G SENP2 SEPTIN8 SERTAD2 SESN3 SETX SGK3 SH2B3 SH3TC2 SIK3 SIN3B SIPA1L2 SIX2 SIX4 SLAIN2 SLC10A7 SLC12A5 SLC16A7 SLC22A15 SLC25A36 SLC25A37 SLC2A3 SLC35E1 SLC35F3 SLC38A11 SLC4A10 SLC4A8 SLC5A9 SLC7A1 SLC7A11 SLITRK1 SMAP1 SORD SOWAHA SPECC1L SPIRE1 SPP1 SPRING1 SPRY4 SPTLC1 SPTY2D1 SRGAP2 SRPK2 SRSF7 SS18L1 SSB SSX2IP ST6GALNAC5 ST8SIA4 STARD4 STXBP5 SYNPR SYT16 TAB2 TAB3 TADA1 TADA2B TAFA2 TAOK1 TBC1D1 TBC1D14 TBC1D4 TBCEL TBL1X TBPL1 TCERG1 TCF7L2 TCFL5 TENT4B TESMIN TET2 TFRC TGFBR1 TGFBR2 TGFBRAP1 THRB TIMP3 TLL1 TM9SF4 TMED4 TMEFF1 TMEM123 TMEM131 TMEM144 TMEM165 TMEM64 TMEM87B TMEM94 TMF1 TMLHE TNF TNFAIP1 TNFRSF11B TNFSF4 TNIK TNPO1 TNRC6B TNS1 TOGARAM1 TOM1L1 TPRX1 TRAK1 TRDMT1 TRDN TREML4 TRIM2 TRIM71 TSC22D2 TTC39B TXNDC12 UBE2B UBE2D1 UBE2D3 UBE3C UBL3 UBP1 UNC5D UNC80 USP15 USP33 USP42 VANGL1 VPS41 WASL WDR82 WNK1 WSB1 XPO7 XRN1 YLPM1 YOD1 YTHDC2 YTHDF3 ZBTB2 ZBTB4 ZBTB41 ZBTB43 ZDHHC17 ZDHHC3 ZDHHC7 ZEB2 ZFAND4 ZFAND6 ZFP1 ZFP14 ZFP36L1 ZFP36L2 ZFP62 ZFP82 ZFP90 ZIC2 ZIC3 ZNF121 ZNF124 ZNF136 ZNF14 ZNF140 ZNF189 ZNF217 ZNF266 ZNF268 ZNF283 ZNF302 ZNF329 ZNF37A ZNF426 ZNF439 ZNF44 ZNF440 ZNF468 ZNF479 ZNF514 ZNF527 ZNF544 ZNF559 ZNF563 ZNF568 ZNF571 ZNF584 ZNF586 ZNF594 ZNF597 ZNF655 ZNF699 ZNF700 ZNF704 ZNF773 ZNF780A ZNF780B ZNF781 ZNF800 ZNF814 ZNF823 ZNF83 ZNF844 ZNRF2 ZSCAN23 MIR4263 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4263 AAK1 ABCA10 ACSL4 ACTR2 ADAMTS5 ADGB ADGRG6 ADO AGFG1 ANGEL2 ANKRD12 ANKRD44 ANKS1A ANTXR1 ARHGAP29 ARHGAP42 ARID1A ASPH ASXL3 ATMIN ATP10D AVL9 B3GNT5 BANK1 BEND3 BICD2 BMP2 BMPR1B BRD7 BRPF1 BVES C11orf54 C1orf74 C5 C8orf44-SGK3 CAPZB CC2D1B CCDC148 CD302 CEACAM7 CEMIP CEP57L1 CERK CERS6 CFAP97 CHAC2 CKAP5 CLOCK CLVS1 CMTM6 CNEP1R1 CPT1A CRIM1 CRISPLD1 CRKL CSNK1G3 CUL3 CUX2 CXCL11 CXCL13 CYTH3 DAZL DDX42 DENND5A DGKH DISC1 DIXDC1 DMC1 DNAL1 DPYS DSEL EFNA5 EFNB1 EIF4A2 ELAVL4 EMB ERICH3 ETNK1 FAM114A2 FBF1 FBN1 FBXL17 FBXO42 FBXW7 FGF2 FMR1 FOXN2 FSHB FUT9 FZD3 GABRA4 GDAP1 GJA3 GNS GOLIM4 GOPC GPR88 GRM3 GRM5 GUCY1A2 HACE1 HDAC9 HOOK1 HOOK3 HPRT1 HRH4 HSPA12A ICA1L IGDCC4 IGF2BP2 IKZF5 ING3 INSIG1 IPMK ITGB8 ITGBL1 JCAD KANSL3 KAT6A KCNA1 KCNMA1 KCTD16 KLF6 KLHL15 KRT40 LANCL1 LARP4 LCLAT1 LEPROT LGALS8 LIN52 LIN7C LMBR1 LPP LY75-CD302 MECP2 MEGF10 METTL14 METTL9 MFSD4A MGA MGAT4A MIB1 MIGA1 MMGT1 MOB1A MOB1B MOB4 MOXD1 MRE11 MRPL35 MTF2 MTFR2 MTSS1 MXRA7 NARS2 NDFIP2 NDST3 NEXMIF NFAT5 NR1D2 NR4A3 NUDT5 NUFIP2 ONECUT1 ONECUT2 OSBPL8 OXTR P4HA1 PANK1 PAPOLG PARP1 PCGF5 PCNA PCSK5 PER2 PEX5L PGRMC1 PHF3 PIAS1 PIGT PJA2 PLEKHM3 PML PNPT1 PPP1R2 PPTC7 PRKAR1B PRKCB PTGR3 PTPN14 PTPN4 PUM2 PWWP3B RAB11A RALA RALGAPA2 RANBP3L RB1 RBMS3 RFX3 RIC8A RLN2 RNF182 RPGRIP1L SAMD8 SAMHD1 SCAI SEMA3D SEPTIN7 SERAC1 SGK3 SINHCAF SLC26A7 SLC30A4 SLC35G1 SLC39A10 SLC4A7 SNX10 SP4 SPARC SPATA13 SRGAP1 SRP9 SRSF3 ST8SIA4 STAC3 STAG2 STAU2 SYT13 TAF5L TATDN3 THAP5 THSD7A TMEM33 TMEM38B TMF1 TNF TOMM70 TRIM2 TRIM33 TRIM4 TSC1 TTC29 TTI1 TXLNG UBR3 VRTN WDR72 YY2 ZBTB10 ZBTB18 ZEB1 ZFP36L2 ZFX ZMAT3 ZNF280B ZNF302 ZNF507 ZNF678 ZNF681 ZNF714 ZNF776 MIR4264 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4264 ABCA8 ABHD12 ACAN ADAMTS18 ADIPOR2 ADORA2A AK4 ARPC5 ASGR2 ASXL2 ASXL3 BCL2L12 C1QTNF8 CACHD1 CACNA2D3 CALCR CALM3 CAPZB CD28 CNTN1 COL24A1 CSF2RB CSN2 CTDSP1 CXXC4 CYRIA CYRIB DDX3X DMAC1 ELAVL2 ELOVL4 ENPP6 EXOSC2 FAF2 FAM210A FBXO38 FBXO42 FRAS1 GAB3 GEMIN8 GLI3 GLIPR1L2 GPATCH2L GPR107 GRM1 GTF2I HAPLN1 HNRNPDL IL17RE INO80 INSIG2 IRF6 KAZN KDM1A LARP6 MAP1A MAP3K21 MATN3 MMP12 NCK1 NEK2 NF1 NFAT5 OSBPL1A PASK PGAP4 PHIP PPP1R12A PPP1R3G PPP6R1 PRICKLE4 PTCRA PTPDC1 PTPRG PWWP2A RAB3C RASAL1 RGS18 RIBC1 RIF1 RPA1 RRN3 SAP30L SEMA4G SETD9 SLC24A3 SLC25A30 SLC7A11 SLC8A2 SMC2 SORL1 SPRED3 SREK1IP1 SYT1 TAF12 TMEM150C TMEM238 TRAPPC8 TREML1 TRIM39 TRIM66 UBE2Q2 WDR44 XCL1 XCL2 ZFP36L1 ZIC3 ZMYND12 MIR4265 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4265 ADGRG6 APLN AQP6 ARID5B ASB7 ATP6V1B1 CBLB CERS6 CINP CLDN10 EBF3 EIF3J ETV5 FAF2 FCN1 KIAA1549L LOXL3 LRAT MYOF NME6 OLFML1 PCDH17 PRF1 RAB5C RAD51B RPL28 RUNX1T1 SH3BP1 SPATA2L SPOCK3 STUM STXBP5 SYCE1 TMEM196 TNRC6A USP8 VEPH1 VWF MIR4266 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4266 ACSL5 ACVR1B ADAMTS15 AQP10 ARIH1 ASPRV1 ATP11C C12orf29 CASK CASP14 CCL28 CDC42EP3 CLYBL COL24A1 CUEDC1 DNAAF9 DPP8 DTNB ELK4 EXPH5 F2R FAM219A FBXW11 GATM GIGYF2 GNL3L GPLD1 GTSF1 HEATR5B IKZF3 IL17RA JAK3 KCTD16 KPNA7 KRAS KRT31 KSR1 LGR4 LHX9 LMLN LURAP1L MAPT MMAA MRPL43 MYBPC1 NADK2 NDUFS4 OGT OSBP PCNX1 PHYHIPL PHYKPL PLEKHM3 PTGES3 R3HDM1 RAB23 RAB2B RAD23A RAPH1 RBBP5 RIOX2 RNF38 SCN2B SETD3 SH3PXD2B SHISA9 SNTB2 SPN SRGAP2 SYNPO2 TICRR TMEM255A TMTC1 TREML1 TRIM39 TSFM UQCRQ WNK3 WNT1 ZBTB39 ZCCHC17 ZFHX4 ZNF365 ZNF655 ZNF76 MIR4267 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4267 ABCA13 ABCF1 ABCF2 ABHD12 ACSL5 ADAMTSL1 AGT ALDH18A1 ALPK3 ANKRD42 AOC3 ARMH3 ATP1B3 BCKDHB BCLAF1 BMAL2 BMP4 BMPR2 BRD8 BSDC1 BTG2 C5orf24 CACNG2 CALHM1 CALHM5 CAPN6 CARHSP1 CCDC178 CCDC186 CCDC33 CD44 CDK5R1 CECR2 CFAP44 CFLAR CHST3 CISH CNDP2 CNTN2 COG8 COL6A6 COMMD3 COPS2 CPPED1 CRLS1 CSF1 CSPG4 CTTNBP2NL CWC27 CYLD CYP4A22 DACT2 DCAF7 DGKQ DIS3 DNAJA4 DNAJB5 DOCK9 DOK5 DUSP10 DUSP6 EFR3B EI24 EPPIN ERBB3 FAM168A FAM53A FAM53B FAM53C FBXO40 FCHSD1 FOS FOSL1 FOXD4L3 FOXD4L6 GARRE1 GCC2 GDI2 GLE1 GLRX GLS GNPNAT1 GPRASP2 HABP4 HDAC4 HIVEP3 HOOK3 HSF5 HUNK IHH ITPRIP JAKMIP3 KATNIP KCND1 KCNE4 KDM2A KIF13B KLF12 L3MBTL2 LASP1 LDLRAD2 LENG8 LGR4 LIMK1 LMOD1 LRRC31 LRRK1 LZTS1 MAG MAP4K5 MAP7D3 MAST3 MBD6 MBNL1 MECP2 MED22 METTL1 MINDY2 MOCS1 MPI MSL3 MSR1 MTFR1L N4BP2 NANOS1 NCBP2 NCK1 NFASC NFIA NKX2-5 PA2G4 PARP8 PCSK6 PDF PHAF1 PHF13 PHYHIP PIN4 PITPNM3 PLEKHM1 PNP POGZ POLR2F POMGNT1 PPP1R9B PREX1 PRKX PTPRO PYDC1 RAB11FIP3 RAB15 RANBP10 REXO4 RGS16 RNF165 RNF169 RREB1 RXFP1 SAMD12 SANBR SCAMP5 SEC24C SEMA6A SESN1 SFMBT1 SHISA6 SKA3 SLC12A3 SLC12A5 SLC1A4 SLC1A7 SLC22A13 SLC2A10 SLC39A10 SLC6A17 SMARCC1 SMCR8 SMG7 SMG8 SMPD1 SNPH SORT1 SOX11 SPPL2A SPRY3 STK4 STRIP2 SUV39H1 SZRD1 TAB3 TBC1D16 TBC1D2B TCF19 TEF TENM4 TK2 TMEM86A TNS3 TOMM34 TRAF3 TRDN TRPV3 TRUB2 TSC22D1 TWIST1 TYSND1 UBE2D3 UCK2 VAMP1 VAPB VPS37C VPS53 VSTM2A WEE2 WFDC11 WIPI2 YWHAH-AS1 ZBTB47 ZC3H12B ZCCHC17 ZFAND3 ZMYND11 ZNF423 ZNF497 ZNF609 ZNF623 ZNF653 ZNF782 MIR4268 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4268 AGAP1 BBS5 BECN1 CBR1 CCL28 CCN1 CDH7 CHD3 CSMD3 DUSP6 DYRK1A FAM177A1 FHIP2B GABRP GJB1 GRM7 HOXB6 HS6ST3 HTR5A IL6ST LINC02874 LVRN MITF MPZL1 MTCL1 MYCN NDUFC2-KCTD14 NFYC NOC3L OSCP1 PAN3 PEA15 PHF3 PHF8 PLCD3 PLCL1 PLXNA4 PTGR3 RAB6B SAMD13 SCAF8 SCARA5 SESN3 SGSM2 SLC4A4 SLC9A8 SNX1 SOX7 STAT3 STX17 TICAM2 TMED7-TICAM2 TPM3 UBE2K UBE4B UPF1 WDR89 WNT5A ZER1 ZNFX1 MIR4269 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4269 ABLIM3 ACCS ACVR1B ADCY3 AHSG AKAP6 ALDH1L2 ANKS6 APP APPL2 ARAF ARHGAP28 ATG4A ATXN7 BCL7A BRWD1 BTBD7 BTK CACNA1B CAST CAV1 CDC20B CEP164 CKS2 CLCN3 CRBN CREB1 CREB5 CREBZF CSDE1 CSMD2 CTNNB1 CTTNBP2NL CYB561D1 CYBC1 DNM2 DNMBP DOCK11 DSG1 DVL2 E2F3 EIF4H EIF5B ERF ERGIC2 ESR1 ESYT2 ETF1 FAM161B FAM167A FASLG FAT1 FBXL18 FOXO1 FZD1 GAREM1 GATAD2A GET1-SH3BGR GIT2 GNB4 GNPDA1 GPCPD1 GPR63 GRIN2A GRK2 HEY2 HIF1AN HIPK3 HNF4G HOXD1 IGDCC4 IRGQ JARID2 KANK1 KANSL1 KCND3 KCNH8 KCNIP1 KCNMB1 KCTD6 KIF16B KIF21B KPNA4 KRTAP26-1 LANCL2 LDLR LMAN1 LMAN2L LMNA LRCH2 MAGI1 MAP2 MAPKAPK3 MED28 MEOX2 MGAT4B MIDEAS MINDY2 MLEC MORC2 MTCL1 MTSS1 MYO18A MYORG MYPOP NAA20 NMNAT2 NPLOC4 NWD1 OSBPL11 OTUD7A PAFAH1B1 PCSK7 PDE7A PDGFB PEX13 PFN2 PGAP1 PHF21A PLEKHA1 PLXNC1 POLE3 PPIF PPM1B PPP4R2 PRKAR2A PRX PTK7 QRICH1 RAB8A RAD21 RBPJ REEP3 RFX3 RGS7BP RHOB RIMS3 RMND5A RNF123 RNF165 ROBO2 RPL7L1 RSBN1L SCN2A SCN3A SCN4B SDC3 SEH1L SENP8 SEPTIN2 SERPINA1 SERPINI2 SH3BGR SIPA1L2 SKI SLAIN1 SLC39A10 SLC44A1 SMARCD1 SNX30 SORT1 SOX8 SPATA5L1 SPINT3 SPRED2 SRPRA STK39 SUCLG1 SV2B TAOK3 TDRP TEAD1 TENT5A TFDP1 THY1 TIMP3 TLN1 TMA7 TMEM214 TMEM248 TMEM64 TOGARAM1 TRIM9 TRPS1 TSHZ2 TUSC1 U2SURP UBE2K UBE3C UBFD1 UBL3 UBTD2 UHRF2 USP12 VWA5B2 WDFY3 WNT8A XYLT2 ZBTB22 ZDHHC17 ZEB1 ZEB2 ZFAND5 ZFYVE16 ZNF436 ZNF585A ZNF608 ZNF688 MIR4270 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4270 ABHD2 ADARB1 AEN AGO1 ALX4 APBA2 ARHGEF11 ARL17A ASTN1 ATP1B2 ATP6V0D1 AUTS2 B3GLCT BBS1 BCORL1 BEND4 BRAP C10orf105 C19orf84 CCL22 CD82 CDK12 CDK14 CDPF1 CLCN6 CLN8 CNIH4 CNNM3 CNTN2 COL11A2 CSNK1D DCC DDB1 DDN DDX6 DUSP18 DUSP3 EIF4EBP2 ESAM EXOC3L2 FAHD2B FAM20A FAM222B FANCC FCHSD1 FLOT2 FOXK1 FOXP4 GADD45A GANC GIT2 GLIS3 GLRA4 GNAO1 GPATCH11 GREM1 GXYLT1 HAPLN4 HS3ST2 HTR3C HTR3E HTR4 IFFO2 IKZF1 IL17RD INSM2 IQCC KBTBD13 KCNB1 KCNE1 KCTD7 KDM4E KIAA1671 KMT2A KRTAP5-10 KRTAP5-2 LBH LINC02873 LINC03040 LRRC27 LTA MAP1A MAPK3 MAPKBP1 MEF2A MEF2D MFRP MITF MRPL15 MS4A18 MYLK4 MYO1C MYRF NBL1 NCCRP1 NFAM1 NFAT5 NGEF NIBAN2 NMUR1 NPR3 NR1D2 NUTM2G NYNRIN OMG OPRM1 OSBP PCYT1A PDE7B PDXP PIGZ PLA2G2D PPP2R2D PRICKLE1 PRRT2 PRSS16 PSMD9 RAB3B RAP1GAP2 RAPGEF1 RAPGEF3 RAPGEFL1 RAPH1 RCC2 REEP4 RGMA RPH3A RUBCN SATB2 SDC3 SHISA7 SKI SLC6A17 SLC6A6 SMARCD1 SMG6 SNRPD3 SOGA1 SPINT3 SPOCK2 SPRR2A SPRR2B SPRR2D SPRR2E STN1 STRN4 SUFU SV2C SYN2 SYNJ2 SZRD1 TAP2 TBC1D8B TDO2 TMEM138 TMEM183A TNNI1 TOM1L2 TRIB2 TRIP12 TRIP6 TTC39C VEGFA VWA5A WDFY3 WFDC10B WNT2B XPNPEP3 ZBTB34 ZBTB4 ZDHHC3 ZDHHC9 ZFR2 ZNF185 ZNF385A ZNF444 ZNF70 ZNF747 ZNRF1 MIR4271 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4271 ABCC10 ABHD5 ADCY9 ADO AMFR ANAPC13 ARFGEF3 ARHGEF7 ARID3B ARPIN ARSI ASXL3 ATF5 ATF7 ATXN7L3 BAZ2A BCAS3 BNC2 BRAF BRPF3 BRWD1 BTRC C19orf47 C19orf84 C1QTNF7 CABP5 CALN1 CALU CANT1 CBX4 CC2D2A CCDC178 CCDC68 CD177 CD207 CD209 CERT1 CHRNB2 CHRNE CHST3 CLIC5 CLOCK CNGB1 CNOT2 CNOT8 CNTNAP3 CNTNAP3B CORO2B CPNE5 CSNK1G1 CXCR3 CXXC4 DAPL1 DCAF7 DCHS2 DDN DYNLT3 ECE1 EFNA3 EGR3 EI24 ELAVL2 ELK1 EP300 FADS2 FANCC FCER1G FKBP1A FKBP5 FNBP1L FOXRED1 FRA10AC1 FYCO1 FZD2 GIT1 GRAMD1B GRAP2 GSDMA GSTM5 HCFC1R1 HDAC1 HHLA2 HINFP HOXD13 IFIT1B IGFBP4 INO80D IPCEF1 ITGA7 IVL KCNA1 KDM2A KDM4A KIF21B KSR2 LGR6 LINGO1 LIPT2 LRRTM2 LY6D LZTS3 MAF MAFG MARCKSL1 MARK2 MBD6 MECP2 MFAP4 MFN1 MINPP1 MKRN2 MMRN2 MOXD1 MXRA5 MYO1E NAA40 NECTIN1 NEUROG2 NR1I3 NR2F2 NRAS NUP205 OSBP OSBPL7 P3R3URF-PIK3R3 PABIR1 PAF1 PAMR1 PARS2 PATL1 PBX2 PCDH7 PCYOX1 PDLIM5 PDXK PDYN PHACTR1 PI4KB PIK3R3 PLEKHS1 PNOC PPP1R18 PRDM11 PRDM16 PRKD3 PTPN14 PYGB QKI RAB11FIP4 RAB3A RAD18 RALY REPS2 RHOC RNF14 RPL15 RTN4RL2 RUFY2 S100A14 SAMD4B SCAMP5 SCNN1A SCRT2 SDC3 SDHC SEMA4G SERF2 SH3PXD2A SHISA6 SIPA1L3 SLC4A7 SLC7A14 SMARCD1 SPAG7 SPOCK3 SPRY4 SRSF2 STEAP3 SUCNR1 SYP SYT7 TAGLN2 TAOK3 TAP2 TET3 TFE3 THRA TMED4 TMEM131 TMEM69 TNRC6A TNS1 TPTE TRMT112 TTC21A UBE2D2 UBE2R2 USB1 VTI1A VWA1 WAS WDFY1 XPO7 YY1AP1 ZBTB20 ZBTB4 ZCCHC3 ZDHHC14 ZDHHC3 ZIC3 ZKSCAN1 ZMYM3 ZNF346 ZNF385A ZNF516 ZNF592 ZNF703 MIR4272 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4272 AAK1 ACYP2 AFF4 ALDH3A2 ANKRA2 ANKRD20A1 ANKRD20A2P ANKRD20A3P ANKRD20A4P ANKRD30B APC ARFGEF1 ARPC5 ATAD2B ATP6V0A1 BBS10 BTF3L4 C17orf100 C2CD5 C3AR1 C5orf15 CADM2 CAMK2D CCDC9B CD24 CDIN1 CDK13 CENPQ CEP83 CFAP52 CHMP4B CHRNB1 CLCN3 CMPK1 CNTNAP4 COL19A1 COL21A1 CPEB2 CPLX1 CTAGE1 CXADR CYP20A1 CYREN DCK DCUN1D4 DEK DENND4C DYRK1A EDRF1 EFCAB11 EFHC2 EGLN3 EIF5A2 ELAVL2 ELMOD1 EPHA4 EPHA7 ETNK1 FAM241A FCHSD2 FGFBP3 FGFR1OP2 FOLH1 FOLH1B FRMD3 FUT9 GATA3 GET1 GPBP1L1 GSPT2 HAT1 HDLBP HERPUD2 HIVEP1 HLF HSD17B12 HSF2BP HSP90B1 HYCC1 IL15 IQGAP2 IRAK3 ITGB8 JAG1 JPH1 KIAA1328 KIAA1958 KIN KLF12 KLHL9 KMO LARP1B LHX2 LIX1 LRCH2 LRRC40 MAP1LC3B MAP2 MAP3K20 MBTPS2 MCM2 MCM3 MCTS1 MEP1A MFSD8 MOSPD3 MRPS18C MYH10 NAA16 NAA30 NAA50 NABP1 NAGPA NCS1 NKIRAS1 NRG1 NUFIP2 NXPE3 OLR1 ORC4 OTUD4 PAPOLA PCDH18 PDE4D PGAP1 PJA2 PLCB1 PNO1 PPP2R2C PPP3R1 PRDM11 PRELID2 PRICKLE2 PRPSAP1 PRRG4 PSAT1 PSMC6 PTGER3 PURG PYROXD1 RAB5IF RABGAP1L RBBP6 RCC2 REEP1 REL REPS2 RFX7 RNPS1 RPS6KA6 RPS6KB1 SAP18 SEC16A SEMA5A SLC6A11 SMAD2 SMG1 SOCS6 SP3 SP4 SPATA22 SPRY1 SRSF1 SSH2 STRN3 SUMO1 SYAP1 SYF2 TAF5 TAF5L THADA TLR4 TM9SF1 TMEM108 TMEM181 TMEM209 TMEM26 TMEM68 TOR1AIP2 TP53BP1 TRIM38 TRPM7 TRPS1 UBE2K UBE2Q2 ULK2 UQCRFS1 USP7 VDAC1 WDR20 WDR26 ZC3HAV1 ZEB1 ZNF143 ZNF26 ZNF326 ZNF48 ZNF608 ZNF609 ZNF639 ZNF652 ZSCAN4 ZSWIM2 MIR4273 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4273 ABCD3 ACP3 ANAPC10 ARG2 ARMC8 ATXN7 BBOF1 BEND6 CDH12 CHN2 CLSTN2 CNR1 CNTN5 CNTNAP4 CORO1C CYLD DAAM1 DEFB132 DLG3 DNAJC11 EHMT1 EIF2S1 EMC4 ENO4 EPPIN-WFDC6 FABP2 FAM104A FAM89A FCGR2B GUCY1A2 HOXC4 HRH4 IL1RAP IRAK1BP1 ITGA7 KANK2 KHSRP KIAA1191 KLHL1 KLHL18 LAMP2 LARGE1 LHFPL2 MAP2K5 MATN3 MBNL1 MICOS10 MID2 MMGT1 MSL2 MSX1 MTHFR NEGR1 NFIB NOG NR4A3 OPN5 OSBPL11 PALM2AKAP2 PCDH7 PDE10A PHLDA1 PKD2 PKN2 PLCD4 POLR3B PRKD1 PRMT8 PTBP3 PURG QKI RAB33B RETREG3 RORA RRP8 SDC2 SERAC1 SLC1A2 SLC25A30 SNX9 SRGAP3 SUB1 SULF1 TAL1 TBCK TENT2 THEMIS TLCD4 TMEM144 TNRC6B TNS1 TRIM71 TRMT10C TUBGCP4 UBR5 UHRF2 UQCRB VLDLR XPNPEP1 XXYLT1 YTHDF2 YWHAG ZBTB10 ZC3H12D ZNF275 ZNF281 ZNF492 ZNF704 ZNF98 MIR4274 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4274 ADARB1 AGFG1 ATP5MG BTF3 BTRC C6orf136 COL4A2-AS2 COL4A6 COMMD2 CPNE8 DCUN1D4 DHRSX DNM3 DOCK3 DPH6 DYNC1LI2 DYRK1A EIF3H ELL3 EXOC6B FBN2 GABRA2 GIGYF2 GLRB GOLGA6C HDAC2 IRF2 KCNIP2 L3MBTL1 LOXL4 MARK3 MAT2A MECOM MSL3 MXRA5 NRK NSL1 NT5C1B PAGE5 PARD3B PCDH9 PDCD2 PEX5 PLPP3 PRKG1 QKI QSER1 RAB10 RAB14 RAPGEF2 RBM26 RNF39 SEC63 SESN3 SLC25A31 TM9SF3 TPPP3 TRA2B UBE2D2 USP3 ZBTB24 ZNF367 MIR4275 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4275 ABHD18 ADAMTS18 ADCY1 AMFR ANKRD45 AP3B1 AR ARHGAP17 ASS1 ATP1B2 B3GLCT CAB39 CACNB4 CASK CBR1 CCND2 CD99 CERS6 CHORDC1 CMPK2 COQ7 CREBL2 CREBZF CYP7B1 DCN DHX15 DNAJA1 DOK5 DPP8 EFCAB11 EIF4G2 ELF1 EPB41L5 EPHA3 ESR1 F2RL1 FAM241A FAM76B FCGR2A FDCSP FEM1B FUT9 GDAP1 GOLGA6L4 GRIA4 GSPT1 HNRNPH1 HOXD13 HYCC2 IFI44L IFT80 IL36B IQGAP2 KATNAL1 KAZN KCNJ3 KDM1B KHDRBS1 KLHL1 KLHL24 KLHL32 KPNA3 KRT20 LAMC1 LRCH2 LRRC40 LRRFIP1 LYVE1 MAD2L1 MAGEB6 MAP3K2 MARCHF11 MASP1 MB21D2 MBD1 MCCC2 MECP2 METTL2A METTL2B MICU3 MPP7 NCK1 NEK7 NFYB NMD3 NNT NR1D2 NUFIP2 ODF2L OSBPL8 PCDH7 PDE10A PDP1 PGRMC1 PHC3 PHF20 PHF20L1 PIAS2 PLA2R1 PMAIP1 PPARGC1B PPM1A PSIP1 PTP4A1 PTPRB PTPRK PWWP2A QKI RAB2A RAD21 RNF24 ROBO2 SDHA SELENOI SF3B1 SH2B3 SH3TC2 SLC16A1 SLC34A1 SLC6A6 SP8 SPRED1 SRSF10 SSPN STAG2 STARD4 STMN4 STRBP SYBU TBC1D8 TBCEL TMEM35A TMEM41B TMX3 TOP1 TRA2A TRAM1 TSLP UBE2D3 UBQLN1 UBR3 USP25 USP44 WRNIP1 YTHDF3 ZBTB18 ZBTB20 ZFHX3 ZFX ZNF326 ZNF423 ZNF451 ZNF681 ZNF699 ZNF780B ZNRF2 MIR4276 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4276 AASDHPPT ABCB7 ABCC12 ACSL1 ADAM10 ADAMTS6 ADGRF1 AFAP1L1 AFDN AKT3 ALDH1A3 ALKBH8 ALS2 AMBN AMOT ANK3 ANKRD40 AP5M1 APPL1 ARHGAP6 ARHGAP8 ARMC1 ASAP1 ASPH ATP6AP2 ATP8B4 ATXN10 B3GALNT1 B4GALT5 BAG2 BCL7B BIRC6 BTBD3 C11orf87 C1GALT1 C3orf52 C4orf19 C8orf44-SGK3 CALB1 CAMSAP2 CAND1 CANX CBLB CBX1 CCDC169-SOHLH2 CDC14A CDCA7 CDH17 CDK19 CDKN1B CDYL CEP41 CHCHD4 CHGB CHMP2B CHUK CLCN5 CLDN1 CLEC12B CNTN4 COA5 CSF2RB CSGALNACT2 CTDSPL2 CYP26B1 CYRIA DENND2C DGKH DNAAF10 DNAAF9 DNALI1 E2F5 EIF2S1 ELAPOR2 EMC7 EOGT EPAS1 EPB41L1 ERBB3 EXOC8 EYA4 FABP7 FAM107B FAM3C FERMT2 FLACC1 FLRT2 FMR1 FXR1 GAB1 GABRA4 GADD45A GATA3 GJB4 GK GPAM GPC5 GPM6B GRAMD4 GRM5 GTF2E1 GTF2H1 HECA HECW2 HIRIP3 HS3ST1 HS6ST2 IFNAR1 IL1B INPP5B ITGB1BP1 ITGB6 ITGB8 ITSN2 JMY KCNIP4 KCNMB3 KIAA0232 KIAA0930 KMO KPNA1 KRT28 KRTAP4-7 KRTAP4-9 L3MBTL4 LONRF3 LRP2 LRRC7 LSM14A LZTR1 MACIR MAF MALRD1 MAP3K21 MCCC2 MCM10 MEOX2 MEST MINPP1 MIS18BP1 MPEG1 MPO MRPS18A MTMR12 MTX2 MUC15 MXD1 MYNN NAB1 NAP1L3 NBEA NCKAP1 NR1D2 ORC4 ORC5 OSBPL11 PACSIN2 PALM2AKAP2 PAPPA2 PBX1 PCDH20 PCDH7 PDE9A PHYHIPL PIAS2 PLAG1 PLCXD2 PLPP4 PLXDC2 POLR2J PPP1R3B PRDM11 PRKAA1 PRSS16 PTCD2 PTPRO QKI RAD1 RASGEF1B RB1 RBIS RC3H1 RETREG3 RGL1 RGS7 RICTOR RIF1 RLN1 RLN2 RORA RPS6KA3 RRAGC RRAS2 SBF2 SDC2 SEC61A2 SELENOI SENP6 SESTD1 SETDB2 SGK3 SH2B3 SIK2 SLC15A4 SLC38A1 SMIM12 SNAP91 SNX11 SOGA3 SOHLH2 SORL1 SOWAHC SOX5 SPIN3 SQOR SSX3 ST3GAL1 STK38L STXBP5 SUZ12 SVIP TACR1 TANC2 TBC1D12 TBC1D23 TBL1XR1 TBX3 TCP10L2 TEAD1 TENT4B TET2 TGFBRAP1 TIMM8A TLCD2 TLR5 TMEM170A TMEM209 TMEM218 TMEM236 TMOD2 TMTC2 TNKS2 TOMM20 TP53AIP1 TPR TRHDE TRIM2 TRIM23 TRIP11 TRNT1 TRPM3 TSC22D1 TSPAN12 UBE2D3 UHRF1 UPB1 USP44 USPL1 VENTX VPS37A WDR37 WIPF3 WWC3 WWTR1 ZBTB43 ZDHHC7 ZEB2 ZFYVE26 ZNF236 ZNF250 ZNF396 ZNF445 ZNF451 ZNF461 ZNF618 MIR4277 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4277 AKAP8 ALAD ARPC1A BAALC BRMS1L CASZ1 CCDC6 CCN2 CD200R1 CDH11 CDK19 CH25H CHP1 CNOT2 CNPPD1 CNST CPPED1 CREM CYP3A4 DDIT4 DDO DDX21 DENND5B DHX15 DIO2 DUSP11 EIF4E3 ELK3 ELK4 ENOSF1 EP300 ERC1 F5 FGF5 FNDC3B FNTA FOXA1 FOXJ3 FOXO1 FREM2 G0S2 GALNT1 GART GPR37 GRAMD1C GRK5 GTF2E1 HARS2 HIF1AN HIPK4 HNRNPU IKZF1 INPP5A ITPR2 JAZF1 KIAA1958 LYRM4 MAP3K15 MAPK9 MBLAC2 MBTD1 MTHFD2 MYEF2 MYNN NCBP1 NEXMIF NRP1 NUP42 NXF1 PAQR6 PDYN PHF20L1 PPP2CA PPP4R2 PRDM16 PTCH1 PURA PURB PYGO1 RAB23 RAB2A RAB3C RACGAP1 RANBP1 RANBP6 RAP1A RASSF8 RBM41 REG1A RNF6 RORA RUBCN RUNX1T1 RYR2 SENP6 SGMS2 SKI SLC35A5 SLIT2 SLK SMARCA2 SMARCD1 SNCA SOX11 SPOPL SPPL3 SPTY2D1 SSPN STXBP4 STXBP5L SUMO1 TACC1 TLK1 TMPRSS11F USP13 VPS37B WDR26 YIPF6 YTHDC1 ZBTB20 ZC4H2 ZNF22 ZNF330 ZNF770 MIR4278 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4278 APOLD1 ARCN1 ASAH1 ATXN1 BCL9 CD83 CLDN1 CNTD1 DCLK1 GPD1L GSTM1 GSTM2 HJV JPH3 MAB21L2 MAN1A2 NT5DC3 NUP50 PHLPP1 POLH PRELP PRLR PRUNE1 PTCHD3 RLBP1 SOBP STX17 STXBP4 TBX10 TFCP2 TMED2 TRAPPC10 VSNL1 ZNF395 ZSCAN16 MIR4279 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4279 ADCY6 ADGRL3 ADORA1 AFF1 ALG10B AMER2 ANGPT4 ANKRD13A ANKRD6 ANKS6 ARHGAP26 ARHGEF28 ARID1A ARSJ ATAD1 ATMIN ATP8A2 ATXN1 BAZ1A BCL9 BCOR BMF C11orf87 C1orf56 C5orf63 CACNA1E CACNG8 CAMK1D CASK CD274 CDK6 CENPF CFAP65 CHMP7 CLASP2 CLCN3 CLCN5 CLIC5 CLOCK CNOT4 COG8 COL6A5 CPEB4 CREBBP CTDSPL2 CTXN3 DBT DCAF7 DEPP1 DGKG DHRS12 DLX4 DNAJB4 DOK6 DSE DYNC1LI1 DYRK2 EBLN2 EMCN EMP2 ENSG00000291316 EPAS1 ERICH5 ETV1 EZH1 FAM168A FAM234B FBXO32 FBXO45 FGG FOS GANAB GDAP2 GEMIN5 GFPT2 GK5 GLCCI1 GLI1 GLRA4 GNAL GPR162 GPR62 GREM1 GSTCD GSTZ1 GTF2F2 HAPLN1 HDAC6 HECA HIPK1 HIPK2 INHBC INSR IRF2 ITIH5 KCNB1 KCNH5 KCNK10 KCNMA1 KCNN3 KDM2A KIAA1958 KLF12 KLF3 KLHL15 KMT2C KPNA6 KPNB1 KSR2 LAMA1 LYPD6 MARCHF1 MARCHF5 MCHR2 MGAT3 MKRN1 MMD2 MPC2 MSL1 MVB12B MYO5A MYRFL NDST1 NEXMIF NFASC NMD3 NPR1 NR6A1 NRAS OAZ1 OLFML2A OPA3 OXR1 P2RY10 PAFAH1B2 PCYOX1L PDF PDGFC PELI1 PELI2 PGAM4 PGPEP1 PLXNA2 POGLUT3 PPTC7 PRDM1 PRICKLE2 PRKAA2 PRKAG2 PWWP2A PXN RALGAPB RHD RIMS3 ROR1 RPTN RWDD1 SDHC SELL SH3BGRL SH3KBP1 SH3TC2 SIRT5 SLC1A2 SLC25A20 SLFN13 SMARCA1 SMPD3 SNX19 SNX27 SNX8 SOX4 SRF SSBP2 SSR3 STAG2 STK3 STK35 STON1-GTF2A1L STON2 STXBP3 STXBP5 STXBP5L TANC1 TARS2 TBC1D32 TCEA1 TCF21 TFCP2 THEG5 THSD4 THY1 TIFA TIPRL TLK2 TMEM65 TMX3 TNRC6B TSPAN7 TSPYL1 TTLL2 TTLL4 TTYH2 TVP23C UBXN4 USF3 USH2A USP18 WBP2NL XPR1 YTHDF3 ZBTB43 ZNF202 ZNF33A ZNF33B ZNF426 ZNF551 ZNF75A ZNF793 ZNF80 ZSWIM5 MIR4280 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4280 ADAMTS3 APBB2 ATP4B BMAL2 C2CD2 CAPN6 CCDC62 CDC14A CDC73 CDK4 CEP192 DCAF6 DIRC1 DOCK7 FAM222B FBXO21 FLRT2 FMNL2 FNIP1 FRAT1 GABRB2 HIPK3 INPP4A ITPRID2 KCNJ8 KDM5C LRRTM3 LSMEM2 NMBR PFKM POLR3GL RAB12 RERE RHEB RHOBTB3 SCAF8 SGK3 SLC37A3 SLC39A6 SP110 TLNRD1 TMEM59 TNFRSF1A TNRC6C TSHR UBXN2A VSTM2B ZBTB41 ZNF248 MIR4281 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4281 AZIN1 BCL3 CDK5R2 CTTNBP2 DLST DUSP1 FAM172A GRM5 MYH9 PPP4R3A PRRX1 PTBP2 RBBP4 SMIM21 TFAP2A TGFBR3L TGIF2 TK2 TRAIP TRIQK VAPB MIR4283 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4283 ABHD4 ABI3 ABR ACAP3 ADARB2 ADCY1 ADORA1 AEN ANGEL1 APC2 ARC ARFIP2 ARHGAP1 ARHGEF18 ASIC1 ASIC4 ATOH8 AWAT2 B4GALT2 BAP1 BCAM BOK BTBD9 C14orf132 C1orf21 CACNB1 CAMKK2 CASTOR3P CCDC157 CCDC33 CCDC85C CCDC97 CCL16 CDH24 CDKN1A CEMIP CLCN7 CLIP2 CLIP3 CNGB1 CNTN2 COL27A1 COL5A3 CSF1 CSK CUX1 CXCR3 CYB561D1 DGKZ DIPK2B DNM1 DPM2 ENO2 ENTPD6 EPHA8 ERLIN2 F5 FAM163A FAM168A FAM53C FBXL12 FBXL16 FCHSD1 FGF13 FIGN FKBP15 FSTL1 FURIN GAL3ST3 GAS7 GIGYF1 GNG13 GPR173 GRIK3 GSTK1 HID1 HPCA HTT IGF2BP1 ILF3 INSYN1 IQGAP1 KCNB1 KCNIP3 KCNQ1 KCTD2 KDM2A KIAA0930 KIAA1549L KIF1B KIF21B KRTAP5-7 LARS2 LDB3 LIN52 LINC02908 LINC02953 LNP1 LRRC20 MAMLD1 MECP2 MEIS2 MTSS2 MYO1D NAA40 NCCRP1 NFX1 NMUR1 NPM2 NR5A1 NUDT16 OPRPN ORAI2 P2RY8 PACS2 PAK4 PAX5 PDLIM2 PEX14 PFDN1 PFKFB4 PGC PKP1 PLA2G2F PLAGL2 PLAUR PLEKHG4B PLK3 PLXNA4 PLXNB2 PMEPA1 POU2F2 PPARD PRKCA PRKCE PRRC2B PRSS27 R3HDM4 RBP2 REXO1 RGL2 RGP1 RIMS4 RNF11 RPL28 SASH3 SERPINA1 SGPP2 SIN3B SIPA1L1 SIRT2 SKI SLC27A4 SLC30A3 SLC9A5 SLIT3 SMARCB1 SMARCD1 SMG7 SMIM14 SMIM8 SOGA1 SPAG7 SPOCK1 SPRN ST3GAL1 ST8SIA6 STK10 STK26 STK35 STMN3 SYN1 SYT7 TAL1 TECPR2 TIMP2 TMED1 TMEM105 TMEM125 TMEM184A TMEM201 TMEM250 TMEM92 TNFSF14 TOMM34 TPSAB1 TPSB2 TREML4 TRPC3 TSPAN11 TSPOAP1 TTYH2 TUBB4A USP13 USP21 USP51 VPS37C WIPF1 XRCC4 XXYLT1 YY1AP1 ZBTB22 ZCCHC24 ZDHHC3 ZFR2 ZNF3 ZNF316 ZNF398 ZNF544 ZNF585B MIR4284 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4284 AAK1 AAMP ADAMTS6 ADCY5 ADSS1 AGR2 ALG2 ANKRD62 AP4E1 APBA1 BCL2L11 BTAF1 C8orf58 CA5B CALCR CCDC32 CCDC8 CDK17 CHRNB2 CLCN3 CORO2B CREBL2 CTSB CYTH2 DCTN5 DENND10 DMC1 ELL ELP5 ENC1 ERC2 FBXL18 FTO FZD2 FZD4 GAD1 GARIN1A GATA5 GGA2 GLIPR1 GPR4 HDAC1 HNF1B IL6R IMPA1 INHBA INSIG1 KCTD21 KPNA4 KRTAP17-1 LMTK2 MAGI1 MATN3 MEX3A MIA3 MICAL2 MIX23 NAP1L5 NAV2 NFAT5 NLK NPL PABIR2 PCBD2 PEX26 PLA2R1 PLEKHH2 PMS1 PRDM1 PSMB2 RAB18 RALA RALGAPA1 RASGEF1A REPS2 RLIM RNF138 RNF41 RSBN1L SCML2 SCML4 SEMA6C SEPTIN12 SIGLEC11 SLC30A7 SNX27 SOS1 SRL STC2 SWT1 SYN2 TENT5A TGIF2 TP53 TRPC4AP TSC1 TSC22D2 TTLL4 TXNRD3 UBFD1 UGCG UGDH VPS53 XPO1 ZCCHC14 ZFR2 ZMYM3 ZNF443 ZNF445 ZNF554 ZNF799 ZNRF3 MIR4286 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4286 ADRA1A ANKRD34A ARHGEF38 BCL11A BEND3 BTN2A1 BTN3A2 C22orf46P C3orf62 CELF5 CES3 CIRBP CLDN11 COL4A1 CRAMP1 DCP1A DCTN5 FAM117B FAM120AOS FANCA FBLIM1 FBXW2 FOXO4 FURIN G6PC2 GABRA3 GALNT1 GANC GLS2 GOLPH3 GPR55 HMGA1 HSF5 IFFO2 IGLON5 ITPRID1 KCNA7 KCNC1 KCND1 KHDC4 KIAA1671 KLHDC3 LDLR LIN28A LRRC4 LZTR1 MAGEA8 MAN2A2 MDK MEX3A MGAT3 MXI1 NAA10 NDST1 NPTX2 NSD1 NUS1 ORMDL3 PHF1 PLEKHA8 PPIL1 PPM1E PPP4R1 PPP4R3A PRDM11 PTBP2 PTGES3 RBFOX1 RDH10 RETREG3 RNF144B RNF157 RNF34 RORB SECISBP2L SEMA4F SLC10A7 SYT2 TLN2 TMEM104 TMEM229B TRAPPC2L TSHZ1 UBE2R2 VANGL1 WASHC4 ZBTB1 ZBTB7B ZFP36L1 ZNF470 ZNF641 ZPR1 MIR4287 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4287 ACSM2B ADCY1 ADCY3 ADRA1A AGO4 AP1AR APLN ASIC1 ATG9A BARX2 BMP2K BTN3A1 CAPN15 CCR2 CDKL5 CFAP97 CPD CREB5 CSPG4 DCC DDAH1 DDX3X DKK2 DTX4 DUSP6 EDEM1 EDN1 EFEMP2 EHF ENPP3 EOMES EPC1 EPHA7 ESRP1 FAM117B FNDC9 FRMD5 FSD1L GATAD2A GPR161 HMGA2 HNRNPUL2 HOXA10 HS1BP3 ICE2 INO80D INTS8 KAT5 KCNQ3 KIAA1210 KLF12 KLHL42 KPNA1 KRT80 LRP12 LTBP1 LYZ MAP1A MAP2K4 MAP2K6 MAP4K5 MS4A6A NAA16 NBN NCAN NDST3 NTRK2 NUAK1 NUDT13 NUP88 PHF23 PLCB1 PMEPA1 POU2F1 PRAME PTGER3 PTHLH QKI RAB11A RAP2A RCC1 RECK RFX5 RGCC RIPK1 ROBO2 RP2 RPL28 S1PR1 SAYSD1 SEC22B SEPTIN6 SLC22A5 SMG7 SNX31 SOX11 SPATA13 SPEG SRP54 STK38L TACC2 TAF1C TAF5 TGFB3 TIE1 TMEM121B TMEM242 TMOD2 TMOD3 TOB2 TOP1 TOX2 TRAF2 TRHR TRIQK UPRT VAPB VBP1 XCL1 ZNF135 ZNF384 ZNF506 ZNF600 ZNF71 ZNF780B ZNRF3 MIR4288 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4288 ACVR2B ADAM10 ADAM22 AMELX AP1G1 AQP4 ATG2B ATG7 BCL11A BCL6 BMAL1 CAMK1D CAPZB CASP14 CC2D1A CCDC121 CCNL1 CCNT1 CD40LG CDH11 CDRT4 CEP350 CHST3 CLVS1 COLEC12 COLGALT1 CSNK1D CSNK2A1 DCANP1 DCN DCTN4 DENND4A DHX40 DLEU7 DNMBP DROSHA DYRK1A ELAVL4 ELF3 ENSG00000274333 ENSG00000276077 ENSG00000277067 EPB41L1 ERI3 FAR2 FBXW11 FGF7 GFRA2 GGCT GLUL GPR26 GPRIN3 HILPDA HOXC4 IFT57 IKZF3 ING3 ITGBL1 KCMF1 KCNQ3 KIF1B KLF3 KLF4 LAPTM4B LHPP LHX6 LIN9 LMX1B LOC102724701 LRRC4C LTBP2 MAGI1 MAPK10 MATCAP2 MBNL1 MEF2C MGAM2 MGAT5B MMP16 MYCT1 NAA60 NACC2 NBPF9 NRARP NTM NTNG1 OAS2 ORAI2 PABPC1L2A PALD1 PARP8 PKD1 PKDCC POU2F1 PPARGC1B PROK1 PRRG1 PSIP1 PTCHD1 PTPN13 PTPN7 RAB39A RALB RASA1 RASL12 RFLNB RNF125 ROR1 RUVBL1 SALL3 SAXO1 SCAMP4 SELENOK SERTAD2 SH3PXD2A SHANK2 SHISA7 SIX3 SKAP2 SMR3B SNRK SORBS1 SORCS3 SOX5 SP4 SPC24 SPRYD7 SUCO SULF1 TAF6 TANK TCEANC2 TEAD1 TGFB2 TIGD6 TMTC2 TNRC18 TOMM6 TOX TRMT13 TVP23C-CDRT4 UBE2Q2 UBXN4 UGT8 UHRF1 UIMC1 USPL1 VSTM2A ZC3HAV1 ZEB2 ZFC3H1 ZNF148 ZNF208 ZNF382 ZNF45 ZNF552 ZNF576 ZNF598 MIR4289 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4289 ANXA7 ARFGEF2 ATG3 ATP2C2 BCDIN3D CDC42SE2 CFAP300 CFL2 CIAO2B CTCFL CYP24A1 DCLK3 ENC1 ENY2 FAM120A FAM3C FGF7 GIPC2 GLCE GOLGA7 GRHL2 GUCY1A2 HNRNPDL HNRNPF HTR4 ID1 INSIG2 KCND2 LILRB4 LIMS2 LRRTM2 MAP3K1 MAPK8 MBNL3 MFAP3L MLEC MPHOSPH8 MSANTD2 MYH10 PAK3 PLCB1 PLP1 PLXNC1 PPM1E PTCHD4 PTER PTPRR RAB18 RPS6KA6 SDHAF3 SETD7 SLC11A2 SLC25A40 SOCS6 SP7 STT3B SYNPO TBC1D32 TEX30 THOC2 TLK2 TMEM215 TMEM68 TNFSF14 TNPO2 TRNT1 ULK4 WIF1 ZCCHC7 ZFP14 MIR429 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR429 A1CF ADAMTS3 ADH1B ADIPOR2 AFF3 AGFG1 AKAP7 ALDH1A1 AMFR ANK3 ANKRD40 ANKRD44 AP1S2 APOO ARHGAP20 ARHGAP6 ARID4B ARIH1 ARL2BP ARL5A ASAP1 ATAD2B ATL2 ATP11C ATP5F1B ATXN1 B3GLCT B3GNT2 B4GAT1 BAP1 BCL11B BDP1 BICC1 BLCAP BLTP3A BNC2 BRWD3 C11orf87 CAB39 CAMSAP2 CASR CASZ1 CBL CBX4 CCDC177 CCDC82 CCNE2 CCNJ CCNYL1 CDH20 CDK17 CDYL CDYL2 CECR2 CEP350 CEP41 CEP85L CEP97 CERT1 CFL2 CHN2 CHRDL1 CHRM2 CHRNA6 CHSY1 CKAP4 CLASP1 CLASP2 CLIC4 CLIP1 CLVS2 CNEP1R1 CNKSR3 CNOT6 CNOT9 CNTN1 COPS8 CORO1C CPED1 CRH CRKL CRTAP CSMD3 CSNK1G3 CTDSPL2 CUX1 CYTH1 CYTH3 DACH1 DCBLD2 DCUN1D5 DDIT4L DENND1B DENND5A DENND5B DESI1 DGKA DGKH DIXDC1 DLC1 DNA2 DNAJB5 DNAJB9 DNAJC3 DNMT3B DPH6 DPY19L1 DPY19L3 DTNA DUSP1 DZIP1 EDEM3 EGLN1 EIF2B5 EIF4E2 ELAVL2 ELK3 ELK4 ELL2 ELMOD2 ELOC ENO4 EPS8 ERG ERICH4 ERRFI1 ESRRG ETS1 EVI5 EXD2 EXOG FAM118B FAM227A FAM227B FAM8A1 FARP1 FAT3 FBXO30 FBXO33 FBXW7 FERMT2 FEZ2 FHL1 FIGN FIGNL2 FLI1 FLII FN1 FNDC3B FOXF1 FOXG1 FOXN2 FRMD4B FRMD6 FSCN1 FSD1L FSTL1 GABBR2 GARRE1 GAS2L3 GATA4 GEM GIT2 GJC1 GLCCI1 GLI3 GNAQ GOLGA1 GOLGA7 GPATCH2L GPATCH8 GPM6A GPR158 GPR180 GPRASP2 GSTA4 GTF3C4 GTPBP10 GXYLT1 HAPSTR1 HDAC9 HDHD2 HECTD2 HIPK1 HIPK3 HMBOX1 HMGB3 HNRNPD HOOK1 HOOK3 HS2ST1 HS3ST1 HS3ST3A1 HSPA13 HYCC2 IER5 IGF2R IGSF10 IKZF2 IMMP2L INSM2 INTS8 IPO7 ITGA1 JAKMIP2 JAZF1 JCAD JKAMP JUN KANK2 KCND2 KCNQ3 KCTD8 KDM7A KDR KHDRBS1 KIF14 KLF4 KLF6 KRT80 KYNU LARP1B LBR LHFPL6 LIN7A LOX LRP1 LRP1B LRRC8A MAP2 MAP3K1 MAP4K3 MAP4K4 MAP4K5 MAPK7 MAPRE1 MARCHF6 MARCKS MARF1 MATR3 MBNL2 MBNL3 MBOAT2 MCFD2 MED13 MEX3D MFAP5 MGAT2 MIB1 MIEF1 MINDY2 MMD MOSMO MPDZ MPRIP MSL2 MSN MTF2 MYB MYZAP NAB1 NANOS1 NAP1L5 NBR1 NCK2 NCOA2 NCS1 NDN NECTIN4 NEDD1 NFIA NOG NOTCH1 NOVA1 NOVA2 NPC1 NPM1 NR3C1 NR5A2 NRBP1 NRG1 NTF3 NTRK2 NUDT4 NUFIP2 OCLN OSBPL11 OSTM1 OTUD4 PABIR3 PAG1 PAPOLA PCDH19 PCLAF PCMTD1 PDIK1L PDS5B PGM2L1 PHACTR3 PHEX PHF21B PHTF2 PI4K2B PI4KB PICALM PIK3CA PIKFYVE PIM2 PITPNM3 PKD1 PKIA PLCL1 PLPP3 PLPPR4 PLXNC1 PMAIP1 POGLUT2 POLK PPFIA1 PPHLN1 PPM1B PPM1E PPM1F PPP1R10 PPP1R18 PPP1R9A PPP1R9B PPP2R1B PPP2R5E PPP4R2 PRDM1 PRDM16 PRKACB PRKG1 PROK2 PRTG PSAT1 PSIP1 PTAR1 PTBP3 PTHLH PTPN12 PTPN14 PTPN21 PTPRZ1 PUM2 QKI RAB11FIP2 RAB21 RANBP10 RANBP9 RAP1B RAP2C RASA2 RASSF8 RBFOX2 RBFOX3 RBSN RDH10 RDX RECK REEP1 RGL1 RIC1 RIMS2 RIPK2 RND3 RNF19A RNF2 RO60 ROCK2 RPS6KA3 RPS6KB1 RRP15 RSPRY1 RTF1 RTKN2 RUSC2 S100PBP SBSPON SCAI SCAMP1 SCD SCN5A SCN8A SCRT2 SDC2 SEC23A SECISBP2L SEMA3F SEMA6D SERINC1 SERPINI1 SESN1 SESN3 SFXN1 SGCE SGIP1 SIX1 SLC14A1 SLC1A2 SLC24A4 SLC25A36 SLC30A7 SLC35B4 SLC35E2A SLC35E2B SLC39A14 SLC4A7 SLC6A1 SLC6A11 SLF2 SLIT2 SLITRK1 SLK SMARCD1 SNRPB2 SNX16 SOX2 SPAG9 SRGAP1 SRI STK4 STRADB STRN SULF1 SUSD5 SUZ12 SYDE1 SYNJ1 SYVN1 TAF12 TAP2 TBC1D12 TBCA TBK1 TBL1XR1 TBX18 TCAIM TENT4B TFAP2A THAP1 THAP2 TIMP2 TLCD5 TLN1 TLN2 TMEFF2 TMEM164 TMEM17 TMOD3 TMX4 TOB1 TOGARAM1 TRAPPC8 TRHDE TRIM23 TRIM33 TRMT9B TSC22D1 TSC22D2 TSSK1B TUBB UBAC2 UBE2R2 UBE2W ULK2 USP25 USP27X USP6NL VASH1 VASH2 VAT1L VEGFA VLDLR WAPL WASF1 WASF3 WDR82 WIPF1 WNT16 WWC3 XKR4 XKR8 YAP1 YPEL2 YWHAB YWHAG ZBTB10 ZBTB20 ZBTB38 ZC3H4 ZC3H6 ZCCHC24 ZDHHC21 ZEB1 ZEB2 ZFAND6 ZFPM2 ZFTA ZFX ZKSCAN8 ZMAT3 ZNF131 ZNF217 ZNF224 ZNF326 ZNF532 ZNF711 ZSWIM4 ZYG11B MIR4290 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4290 ADAM11 AKIRIN2 ANKRD52 ARHGEF17 ARHGEF2 ATP8A2 AWAT1 BDKRB2 CAMTA1 CAPZA1 CASP14 CCDC9B CCNT1 CLCF1 CSN1S1 CTDSP2 CXCL12 DCTN4 ELFN2 ELMOD2 ENOX2 ERLIN2 ERRFI1 FGF9 GID4 HS3ST1 KDM4A KRT77 LINC02881 LYNX1 MAP1B MAPK1IP1L MAPK8IP1 MAT2A MS4A6A MTAP MYRF NFASC NRBP1 NUP188 PPP1R9B PRKDC PRPH2 PTPN5 PYCR1 RGS17 RPE RPEL1 SART3 SEPTIN3 SESN2 SMG5 SNX8 SORCS2 STAT3 STK32C SUN1 TIMM23B TM2D2 TMEM192 TMEM265 TNKS TRIB1 TSPAN5 WIPF2 ZFAND6 ZNF185 ZNF276 ZNF541 MIR4291 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4291 AAK1 ABCA1 ABHD2 ABTB3 ADORA3 ADSS2 AGMAT AGPAT4 AHCYL1 AICDA AKAP9 AMMECR1L ANKRD13C ANKRD28 ANKRD30B AP1G1 ARF4 ARHGAP26 ARHGEF12 ARL8B ARMC9 ARPC5L ARPP21 ATG16L1 ATP2A2 ATP8A1 ATP9A ATRX BAZ2A BCL11B BRMS1L BSDC1 BTAF1 BTBD1 BTLA C11orf97 C16orf87 C17orf49 C19orf12 C1QA C2orf76 CAMK2D CAPNS2 CAPZA1 CASP1 CCDC141 CCDC184 CCDC191 CCDC6 CD6 CDH11 CDK13 CDK6 CDKN1C CDS2 CERT1 CHMP4B CIT CLASP1 CMTM4 CNOT9 COG5 COG6 COX11 CPD CSF1 CSTF1 CTNNA3 CXCL3 DCUN1D1 DIO3 DLL1 DMXL2 DNM3 DOCK11 DOLPP1 DPP4 DUXA ELOVL5 ERC2 ERCC8 ERRFI1 ESAM ESRRG ETV1 EXOC2 EXOC6B FAM110D FAM172A FAT4 FBLN5 FBXO44 FCMR FGFBP1 FIGN FLRT3 FNDC5 FRAS1 FRAT2 GALNT1 GAREM2 GCC2 GDNF GHITM GIT2 GNAQ GNB1 GOT2 GPD1 GPR156 GPR26 GPR6 GPR85 GSK3B GSTZ1 HEY2 HHIPL2 HIPK1 HMG20A HMGCS1 HSCB HSD17B8 HSPA12A ICE2 IGSF3 IL17RD IL19 INVS IRF4 IRS1 IRS2 ITGB8 ITPK1 JADE2 JMJD4 JOSD2 JPH1 KBTBD2 KCNC2 KCNC4 KCNIP1 KCNJ13 KDM2A KIAA1549L KICS2 KIF12 KITLG KPNA1 KRTAP24-1 KSR1 LEPROTL1 LGALS8 LGALSL LGSN LMO4 LPIN2 LRP12 LRP1B LRP2 LUC7L LYSMD3 MALL MAP1B MAP3K19 MAPK1 MBD1 MBNL1 MBOAT2 MBTD1 MEAF6 MECOM MFN2 MFSD4B MGST1 MLXIP MMS19 MOSMO MSMP MTCL1 MTF1 MTMR3 MVB12B NAA15 NAA30 NAIP NCOA4 NDUFA4 NEO1 NEXMIF NFATC2 NFATC3 NMT1 NMUR2 NOMO3 NOX4 NSD1 NTRK2 NUP98 NVL NXT2 OPRK1 OXR1 P2RY1 PANK3 PARP16 PATJ PBOV1 PCDH20 PCGF3 PDE12 PER1 PGAP3 PGF PGR PHC3 PITPNC1 PLXDC2 PPARGC1A PPIE PPIP5K1 PPP1R2 PPP1R8 PPP6C PRDM11 PRKACB PRKAR2A PRLR PROSER1 PROX1 PRR14L PSME4 PTAFR PTAR1 PTBP3 PTHLH PWWP2A PXYLP1 PYM1 RAB8A RABL3 RASEF RASSF6 RAVER1 RBFOX1 RBM20 RBM25 RBM34 RC3H1 RCSD1 RELN RFX7 RGS22 RHNO1 RNF145 RNF180 RNF2 RNF213 RTN4RL1 RUBCN SCAMP3 SCN2A SCN5A SCP2 SDAD1 SEC31A SEMA3C SEMA5A SENP2 SEPSECS SETD9 SFTPB SGIP1 SHB SHOC2 SHTN1 SIMC1 SIRT3 SIX4 SLC12A2 SLC13A1 SLC16A1 SLC25A31 SLC25A4 SLC25A42 SLC30A7 SLC43A2 SLC6A13 SLC8A1 SLITRK1 SLK SMARCA5 SMARCE1 SMG7 SMPD3 SMUG1 SMYD5 SNTB2 SNX12 SORBS1 SORL1 SOS2 SPDYE3 SPOCK2 SPOPL SRD5A2 SREK1 SRRM4 SRSF6 SSH1 SSR1 SSTR1 ST6GALNAC1 ST8SIA2 STAG2 STEAP4 STX17 STX6 SULF1 SYT6 TAB2 TAB3 TAOK1 TBPL1 TET3 TFAP2D TGIF2 TGOLN2 THEM4 TICAM2 TLK1 TMED7-TICAM2 TMEM248 TMEM30A TMEM33 TMPO TNPO1 TOMM22 TP53TG3 TP53TG3B TP53TG3D TPR TRDN TRIM33 TSC22D1 TXLNA UBE4A UBFD1 UCHL1 UGGT1 UHMK1 UNC13C UNC5C USP3 USP30 USP38 USP9X VASP VGLL4 VIRMA VPS33A VSTM4 WAC YWHAB ZBTB1 ZBTB33 ZBTB39 ZBTB5 ZCCHC7 ZDHHC3 ZFAND3 ZFHX3 ZFP36L2 ZNF112 ZNF254 ZNF264 ZNF302 ZNF398 ZNF417 ZNF587 ZNF81 MIR4292 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4292 AAK1 ADAR AP1M1 APBA1 ARHGAP18 ARHGAP36 ATXN7L3 BBS1 BCL2L2-PABPN1 C19orf73 C1orf167 C4orf19 CALN1 CAPN15 CARMIL3 CASTOR2 CBX7 CCDC102A CDC25A CDC42BPG CDCA3 CDR2L CLEC14A CLIP3 CMKLR1 CPLX2 CPNE5 CPSF7 CRTC1 DAGLA DCAF7 DDX6 DESI1 DYRK2 ELFN2 EPB41L4A EPOP ERGIC1 FAM234A FBXL19 FBXO41 FIBCD1 FOSL2 GALNT16 GARRE1 GARS1 GATAD2B GPSM1 GYPC HDAC7 HIP1 HSPB7 IGLON5 IL1RAP INPP5F IQCG IQSEC3 IRF1 ITGB1 KMT5C KY LDB1 LHX9 LMOD1 MAP3K14 MAPRE3 MDGA1 METTL1 MGA MIEF2 MKRN1 MLEC MLLT1 MLLT6 MOSPD3 MYOCD NALF2 NBL1 NCAM1 NCDN NECTIN1 NFYC NINJ1 NOS1 ORAI3 OSBPL3 P2RY2 PABPN1 PDCD4 PDGFRB PHF21A PHF24 PI4KB PIFO PIK3CA PLEC PLK3 POU3F2 PPM1F PPP3CB PRH2 PTPN9 RALGPS1 RCE1 RGMA RHOBTB1 RIMS4 RLF RNF19B RNF220 RNF44 RNPEPL1 SAMD10 SAMD14 SDC3 SH3BGRL2 SH3PXD2B SHISAL1 SLC26A9 SLC45A4 SLIT2 SOGA1 SPEN SPRY3 ST8SIA2 STAT2 STXBP5 STYK1 TACC2 TANC2 TBC1D16 TBC1D2 TBX15 TLCD2 TMEM164 TMEM229B TMEM35A TMEM8B TNPO1 TPBGL TRIM10 TSPAN18 TTC39C UBASH3B UBE2Z UNC5A USH2A VASH1 WAPL WDR47 WFIKKN2 WNT4 XYLT1 ZBTB34 ZBTB40 ZFAND3 ZNF322 ZNF335 ZNF362 ZNF395 ZNF862 MIR4293 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4293 ABHD16A ABHD17C ADGRA3 ADGRB3 AIG1 AQP3 ARFGEF1 ARHGAP24 ARL6IP6 ARMC3 ARSF AZIN1 BHLHE40 BPTF CAPRIN2 CASD1 CHD1 CLEC14A CLIP3 CNOT6L CPEB3 CSMD1 CXXC4 CYB5D1 CYP20A1 DCAF7 DCUN1D1 DESI2 DUSP13 DUSP7 EDC3 EIF3J EPHA10 FGL2 FUS GGNBP2 GLCE GLG1 GSKIP HDAC1 HECW1 HEMGN HOXA13 KPNA1 LEMD2 LGALSL LIPT2-AS1 LMO4 LONP2 MED8 METTL8 MEX3C MLPH MTF1 MTFR1 MTUS1 NFATC4 OLFML3 PANK2 PECAM1 PELI1 PIAS3 PRKAG2 PTGS1 RAB2B RAB4A RANBP17 RAP1B REG3G RFX3 RGS17 RNF144B RNF17 RNF19A RPL36A SETD7 SIAH1 SKIDA1 SLAIN2 SLC24A2 SLC30A6 SOGA3 SORCS3 SREBF2 SYNJ2BP TAB2 TANC2 THUMPD3 TOX3 TRAF3IP2 VOPP1 VPS26A WAPL WDR47 WEE1 YAP1 ZBED4 ZBTB10 ZDBF2 ZFPM2 ZFYVE28 ZNF264 ZNF451 ZNF528 ZNF546 ZNF655 MIR4294 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4294 ABCG5 ADRA2A AEN AGBL1 ARFIP2 ARHGAP24 BMAL2 BPIFB4 BTN1A1 BZW2 CEP350 CFAP77 CKMT1A CLIC5 CSNK1D CTNND1 CYTH4 EBF1 EFNA5 ETV1 EZR FAHD2B FAM86B1 GAS2L2 GLYAT HABP4 HTR3C IRF2 KATNAL2 KDM3B KIF3C KLHL14 KLRK1 LCLAT1 LMLN LOXL2 LRPAP1 MAP3K20 MRGPRX2 MSX2 NBR1 NCKAP5 NEU1 ONECUT2 ORC3 OXGR1 PAX8 PDZD11 PEG10 PLCXD2 PMP22 PRKG1 R3HDM1 SDK2 SLC18A2 SLC5A12 SNAP25 SPOCK1 SREK1IP1 SRPK2 SRSF8 SSR2 SUSD4 TCERG1 TCIM TDRKH TFG THRB TMEM19 TNFRSF11B TPX2 VIPR1 WIPF2 ZNF668 ZNRF3 MIR4295 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4295 AAK1 ABCB7 ABCC5 ABHD3 ABRAXAS2 ACBD3 ACBD5 ACSL1 ACSL4 ACVR1 ADAM12 ADCY1 ADGRB3 AGFG1 AGO1 AGO4 AKAP1 AKAP11 AKIRIN2 ANKIB1 APCDD1 APPL1 AR ARAP2 ARHGAP1 ARHGAP12 ARHGAP21 ARHGEF26 ARHGEF4 ARL6IP1 ASXL2 ATG14 ATG16L1 ATP12A ATP6V1B2 BAG5 BAHD1 BHLHE41 BLCAP BMP3 BMPR2 BMT2 BPTF BRWD1 BRWD3 BTAF1 BTBD3 BTBD7 BTF3L4 BTG1 C2orf15 CALM2 CAMSAP2 CAPRIN2 CASD1 CBFB CBLB CBX6 CBY1 CCDC126 CCDC6 CCNY CD2AP CD69 CDK19 CDS1 CENPO CEP170 CFL2 CGGBP1 CHD5 CHST1 CLCN3 CLCN5 CLIP1 CLTC CNOT4 CNOT6 CNOT7 CPEB1 CPEB3 CRACD CSMD1 CUL3 CYP2U1 CYSLTR1 DAAM1 DCAF8 DCBLD2 DCUN1D3 DDX6 DENND10 DENND4C DGKE DIAPH3 DICER1 DLC1 DLG5 DLL1 DNAJC16 DNAL1 DOCK3 DPYSL2 DSEL DSG1 DYNC1LI2 DYNLL2 EBF3 EDN1 EGLN3 EIF4E2 ELK3 EMX2 ENPP5 EOGT EPC2 EPS15 ERBIN ERCC4 EREG ERP44 ESR1 FAM104A FASTK FAT3 FBXO28 FBXO48 FERMT2 FIBIN FMC1 FMR1 FOSL1 FOXF2 FRMD6 FRZB FSD1L FSTL5 FUT9 FYN FZD6 G0S2 G3BP2 GADD45A GAREM1 GJA1 GTF2H1 HCFC2 HECA HECW2 HEG1 HIVEP2 HOXA3 HOXD1 HPRT1 HS3ST5 HSPA8 IGF1 IL15 IL1RAP IMPDH1 ING2 INO80 INSIG1 IRF1 ITGB8 ITPR1 ITPRIPL2 JADE1 JARID2 JMY KBTBD8 KCNA4 KDM2A KIAA1191 KIF13A KLF7 KMT2C KRTAP26-1 LCORL LDAF1 LDLR LDLRAD4 LGALSL LMLN LONRF3 LPGAT1 LRIG1 LRP12 LRP2 LRP4 LRP6 LRP8 LRRTM2 LSMEM1 LY75 MACIR MAF MAP3K12 MAP3K20 MAPK1 MB21D2 MBD2 MBNL1 MBNL3 MDFIC MDM4 MECP2 MEMO1 MET MFSD6 MID1IP1 MIER1 MIGA1 MIGA2 MLLT6 MMGT1 MPHOSPH9 MSMO1 MTCL1 MTMR10 MYBL1 NABP1 NACC2 NALF1 NCKAP5 NECTIN3 NEUROG1 NFIA NFIB NHLH2 NPAT NPEPL1 NPNT NRBF2 NSD3 OSBPL6 OTUD3 PAK6 PAN3 PCNX1 PDIK1L PDZD11 PEX5L PGM2L1 PHACTR2 PHAF1 PHF12 PHF14 PHF20 PIGA PIK3C2A PIK3CB PIKFYVE PIP4P2 PLAA PLCB1 PMEPA1 POP7 POU3F2 POU4F1 PPARG PPFIA2 PPP1R15B PPP6R2 PRKAA1 PRKD3 PRUNE2 PSAP PSD PTP4A1 PTPN4 PTPRG PURG R3HDM1 RAB12 RAB30 RAB5A RACGAP1 RAD51B RAI2 RALGPS2 RAP2C RAPGEF4 RASD1 RBBP8 RBM25 RFX7 RNF145 RNF216 RNF38 RO60 ROBO2 RPS6KA5 RRAGD RTCA RTN1 RUNX3 SALL3 SAMD8 SAR1B SBF2 SBNO1 SCUBE3 SECISBP2L SEL1L3 SERBP1 SERINC3 SFMBT1 SH3D19 SHANK2 SIX4 SKIDA1 SLAIN1 SLC2A4RG SLC44A1 SLC6A6 SLMAP SMARCD2 SMOC1 SNIP1 SNX2 SNX31 SNX5 SOCS5 SOS2 SPART SPATA2 SPEN SPHK2 SPOCK1 SPTY2D1 SRSF2 ST18 ST8SIA5 STIM2 STON2 STX6 SULF1 SYBU SYT6 SZRD1 TAFA1 TANC2 TBL1XR1 TENT2 TES TET3 TEX2 TFCP2L1 TGFBR1 TGFBR2 THOP1 THSD7A TLCD3A TMEM250 TMEM50B TMOD1 TNRC6C TOGARAM1 TRIM2 TRPC3 TSC1 TSHZ1 TSPOAP1 UBA3 UBB UBE2D2 UBE2W UBE3B UBXN2B ULK2 USP13 USP28 USP33 USP8 VGLL4 VPS13D VPS37A WDFY3 WDR20 WDR33 WDR47 WEE1 WNK1 YTHDF2 ZBTB18 ZBTB20 ZBTB4 ZEB2 ZFYVE26 ZFYVE9 ZMAT3 ZNF107 ZNF217 ZNF3 ZNF594 ZNF609 ZNF800 ZNF862 MIR4296 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4296 ADGRG6 APLN AQP6 ARID5B ASB7 ATP6V1B1 BRD8 CBLB CERS6 CINP CIRBP CLDN10 EBF3 EIF3J EMILIN3 ETV5 FA2H FAF2 FCN1 GPR63 JAKMIP2 KIAA1549L LDHD LIMS2 LOXL3 LRAT MAPRE1 MYOF NCBP3 NECTIN1 NEXMIF NFATC3 NME6 OLFML1 PAXIP1 PCDH17 PGAP1 PGR PRF1 PTGDR PTPRT RAB5C RAD51B RIC8B RPL28 RUNX1T1 SCLY SERPINB3 SERPINB4 SH2B3 SH3BP1 SH3RF1 SLC10A7 SLC9A8 SMCO1 SPATA2L SPOCK3 SRSF4 STUM STXBP5 SYCE1 TCHH TMEM196 TNRC6A USP8 VEPH1 VWF WIZ ZNF410 ZNF546 MIR4297 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4297 ABCC4 ABCD3 ABHD13 ABL2 ABRA ACTC1 ADCY1 ALKBH5 ANKRD1 ANO3 APOBEC3A APOBEC3B APOBEC3G APOL6 AQP4 ARHGEF39 ATP6V1A ATP8A1 ATXN1L BACE2 BARHL2 BCR BEST3 BTG4 C14orf132 CADM1 CAMK2G CARM1 CASTOR3P CBX5 CCDC62 CELF2 CES5A CHN2 CHST9 CIBAR1 CLK3 CLMN CNTN5 COX20 CPEB2 CPEB3 CSNK1D CUX2 DCLK2 DESI1 DLG2 DOCK4 DUSP22 EFNB1 ELAPOR2 ENSG00000233223 ENSG00000255537 FAM83A FBLIM1 FBXL2 FBXO32 FCGR2B FGF1 FOXN3 FYCO1 FZD7 GABBR1 GANC GMEB1 GPX5 GRAMD1B HERPUD1 HTR2A HUNK IFFO2 IFT20 IL4R JMY KANSL3 KCNN1 KCNRG KDM5B KIF1A LACC1 LATS1 LHX6 LRRTM2 LSM11 MAPK10 MAPT MARF1 MATCAP1 MAU2 MID2 MINAR1 MMP14 MORC4 MPP3 MSI2 MXD4 NCOA3 NEDD4L NOS1 NPNT NTN1 NWD1 ORMDL2 OSBPL8 PAFAH1B1 PAIP2 PCGF5 PDX1 PDZRN3 PEX19 PHOSPHO1 PI4KB PLA2G2F PNKD POLR2G POTEM POU2F2 POU3F2 PPARGC1B PPFIA1 PPP6R1 PTPRE PWWP3B RASSF5 RBPJ RCOR1 RIMKLA RORC RPL36A-HNRNPH2 RPP14 SARDH SEMA3D SEMA5A SERPINA1 SFT2D2 SGPP2 SH3PXD2A SHC3 SHISA6 SHOC2 SHROOM4 SLC4A8 SLCO2A1 SMARCAD1 SMG7 SMIM10 SNX30 SPATA5 SRGAP1 STAMBP STEAP2 STS STX12 SUV39H2 SYNPO2 SYTL4 TBC1D9 TCEAL7 TCF24 TFDP1 TGFBR1 THSD7A THUMPD1 TMTC1 TNFRSF10B TSHR UBAP2L UBE2E3 UBXN10 UBXN7 ULK2 UNC5D VEZF1 WDFY3 ZIC3 ZNF200 ZNF491 ZNF550 ZNF559-ZNF177 ZNF608 ZNF609 ZNF629 ZNF790 MIR4298 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4298 ALDH5A1 ARHGAP32 ARID5B ATL2 C11orf58 CDK19 CELF1 CEP20 COL4A3 CSGALNACT2 CTBP2 DOCK3 ENSG00000255537 ESR1 FKBP7 GCSAM GMEB1 ING2 ITGAE KCNB1 LHX6 LIAS LIX1L MDN1 MINDY3 NAA30 NEDD1 NEXMIF ONECUT2 PECR PER1 PGM1 PLAAT2 PPM1F PTK2B RAB23 RASL10B RNF4 RUSC1 SEPTIN3 SHPRH SKP1 SLC36A4 SMAD2 SPIDR STMN1 SYT10 TASOR TIPRL TM6SF1 TMEM132B TRAM2 TRPS1 UBA6 UMPS YWHAZ ZNF736 ZRANB1 MIR4299 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4299 ABHD4 ARL8B BNC2 BRIX1 C2orf68 CDCA2 CEP104 CERT1 CLIP1 CLVS1 COL25A1 CREB1 CWC22 CWC25 CYSLTR1 DCP1A DIO2 DTD2 ELK3 ENTPD7 FERMT2 FJX1 GATA6 GGA3 HNRNPK IRAG1 KLF11 KMT5B KPNA4 L3MBTL3 LSM14A LZTS3 MAFA MCTS1 MECP2 MLF1 MORN4 OSBP PDIK1L PHYHIPL PIK3R3 PLCXD3 PNP PPP1R16B PRDM7 RALGAPB RARA RBFOX1 RBFOX2 RNF165 RORB SERP1 SHISA5 SHISA7 SLC22A23 STAT5B TAB3 TAPT1 TET1 TFPI2 THBD THRB TIMM17A TMCC1 TMEM101 TRPS1 ZBTB4 ZGLP1 ZKSCAN8 ZNF135 ZNF268 ZNF584 ZNF589 ZNF711 ZNF773 ZNF781 MIR4300 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4300 ABI2 AK9 ATP11A ATP8A1 ATP8A2 ATPAF1 CCDC157 CDK19 CLEC4E COL9A2 DHRS2 DUSP23 EDA2R FBXO10 FLRT1 FOXP4 GINS2 HECTD3 HIC1 HMGA1 IPO13 KAT6A KIAA0513 LAMTOR3 LMX1A LY6G6C MAP3K2 MBNL3 MICAL3 MYCT1 MYO9B MYORG NETO2 NOA1 NPTX1 NUCB2 NUMA1 OR11A1 OR7D2 PLXNA4 PML PPFIA4 PPP1R18 PRX PTAR1 RAB9B RASGRP3 RBPMS2 RGR RHOBTB1 SHPRH SIRT2 SMCR8 SPRYD4 ST8SIA1 STK36 THRB TNRC6B USP54 VPS36 ZC2HC1C ZNF510 MIR4301 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4301 ACP2 ARL17A C2orf72 CAPRIN2 CENPP CHST2 CREBZF CRKL EGLN1 ELF2 FKBP14 GIMAP2 IL23A INO80D LEF1 LONP2 NFKBIZ NR2C2 PCDH15 PFKM PRELID2 PRNP PTPRD RAD51B SIX1 TENT5A TFAP2A TMEM182 TMPRSS11A TNPO1 TPK1 TSPAN31 UHRF1 UNC80 USP33 VPS13C WDR82 MIR4302 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4302 ABHD17B ABI3BP ACYP2 ADAMTS6 AKR7A2 ARHGEF11 BUB1 CACUL1 CD46 CDH12 CDK6 CECR2 CHCHD4 CHD1 COCH CREM CXXC4 CYP46A1 DAZ1 DAZ2 DAZ3 DAZ4 DDX46 DENND6A EBF3 ELAVL4 ENTREP3 EPAS1 ERLIN1 EYA4 FABP2 FBXW8 FGD6 FGFR2 FSD2 FZD6 GAB3 GALNT4 GOSR2 HEYL HIPK3 INHBA INPP5A ITGA3 ITGB1BP1 ITPR2 KAT2B KATNBL1 KCNIP4 KCNK10 KCNK3 KIF13A KIF5A KLF4 KLHL29 KMT2E KMT5B LIFR LRRC10 LZTS2 MAP3K20 MAP3K5 MAP4K3 MAPK4 MBNL1 MSI2 NCR2 NKAIN2 NR1D2 NREP OSBPL8 PAXBP1 PCM1 PDCD10 PDE3A PDS5A PGAM1 PHF6 PIFO PLXDC2 PLXNA2 PNKD POC1B-GALNT4 POLR2J2 POLR2J3 PPDPFL PRDM11 PSMA7 PTPRG QTRT2 RAI1 RNF38 ROCK1 RPS6KA3 RUNX3 SH3PXD2A SHOC2 SIX4 SLC2A8 SLC5A9 SMG7 SOGA3 SP3 SREK1 STAC STAM STXBP1 TARS3 TBCC TBX15 TENT4B THBS1 TPMT TSEN34 TWF1 UBXN4 YOD1 ZBTB8A ZFP90 ZNF121 ZNF189 ZNF195 ZNF329 ZNF426 ZNF439 ZNF544 ZNF559 ZNF559-ZNF177 ZNF587B ZNF75A ZNF763 ZNF773 ZNF844 MIR4303 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4303 AAK1 ABL2 ACSM5 ACVR2B ADAMTSL5 ADRA1A AGAP1 AGPAT4 AJUBA ALAD AOPEP APOBEC3A APOL6 ARHGEF12 ARID2 ARRDC3 ASPHD2 ATP2A2 ATP6V1A ATP6V1E2 B3GALT5 BNC1 BTBD7 C12orf42 C17orf100 C1orf21 C21orf58 C2CD6 CALHM4 CAMSAP1 CARD8 CASK CCDC68 CDS2 CELF4 CLEC4E CLIC5 CLPB CNBP CNNM1 CNOT4 CNTN1 COG5 COL4A6 CRADD CSTF2 CTBS CTDSPL CYCS CYP4A22 CYP4F11 CYYR1 DBNDD1 DCLK1 DCX DDHD1 DERL2 DLG5 DNAL1 DR1 EFCAB14 EIF2B2 EIF4E3 EML4 EPB41L1 ERCC6 ERCC6L2 EYA1 F5 FAM172A FAT3 FAT4 FCER1G FGF14 FMNL2 FNIP1 FRMPD2 GALNT1 GCNT3 GCOM1 GID4 GNAQ GPC5 GYPA HIC2 HIP1 HOMER1 HOXC8 HS3ST1 IGF2 IKZF2 IL18BP IL22RA2 ITGB8 ITIH5 KALRN KCNH6 KCNJ12 KCNQ3 KCTD20 KDM4B KIF1B KIF21A KRBA1 LDLRAP1 LGR5 LRRC20 LRRC28 LUZP1 MAFB MAP6 MAPK10 MIOS MSI2 MTCL1 MTF1 MTMR4 MUC12 MYEOV MYO5B MYT1L NAP1L5 NAPG NCAM1 NCAPH2 NDUFA5 NFATC2 NIT1 NLE1 NREP NUAK2 OAS2 OLA1 PABPC1 PACRGL PAFAH2 PAX7 PCYT1A PDE11A PDIA3 PEAK1 PIAS2 PIK3CA PLD5 PLXNA4 POLR2M POMGNT1 PPM1B PPP1R9A PRKCA PTBP2 PTCH1 PTEN PTGER4 PTPRT PUS7 RAB3C RAB6B RAB8B RAD52 RALGAPB RALGPS2 RASGRF1 RB1 RBM25 RBPJ RC3H1 RCAN1 RHOQ RHOT1 RNF14 RNF146 RNGTT ROBO2 RORC RPE RPS6KL1 RRP8 RSAD1 RUNX1 SARM1 SCN1A SIMC1 SLC44A1 SLC49A4 SLC4A7 SNX22 SORCS3 SP1 SPATA31D3 SPATA31D4 SPCS3 SPECC1 SPTBN1 SPTLC2 SRSF9 SSPN STAMBP STN1 STON1 STX6 SURF6 TARS3 TBX19 TFEC TMED1 TMEM121B TMEM68 TRAK2 TREML2 TRIM33 TTC14 UBASH3B UBE2E3 UBXN10 VAV3 VCL YOD1 ZCCHC24 ZFR ZFYVE9 ZKSCAN8 ZMIZ1 ZNF322 ZNF571 ZNF827 MIR4305 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4305 AKR7A2 ATL2 B3GNT2 BACH2 CACNB2 CBX1 CDYL2 CHMP3 CNOT4 CPEB3 CPNE8 CREBRF DAG1 ENTPD1 G3BP1 GPRASP3 GUCY1A1 HECA HPS3 INTS6L IP6K1 KIF5C KLF15 LHFPL2 LIX1L MARK1 MCOLN2 MDM1 MTFR1L NIPAL2 PAFAH1B1 PDS5B PEA15 PPP3CB PROX1 RAD51B RNF103-CHMP3 RSBN1 SCUBE3 SMAD2 ST6GAL2 ST6GALNAC1 STIL STK38L STMN3 TENT4B TMEM201 TNFRSF11A TNFSF8 UGCG YWHAQ ZFHX2 ZNF44 ZNF443 ZNF711 ZNF799 MIR4306 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4306 ABCA3 ABCG1 ABCG4 ACACB ADAM22 ADAMTS17 ADGRB1 ADGRL1 ADH4 ADRA1A AFAP1L2 AGO1 AGPAT3 AKAP6 AKR1C2 ANKFY1 ANKRD17 ANKRD34A ANKRD45 ANKS4B APH1A AR ARF3 ARFIP2 ARID1A ARL3 ARMC8 ARMC9 ARPC4 ASTN2 ATAT1 ATP1A3 ATP2A2 ATP6V1F ATXN1 B3GAT1 B9D1 BASP1 BCAT1 BEND4 BRPF3 BSN BTBD9 BTG2 BTLA BTN2A2 C12orf43 C1orf21 C3orf14 C9orf57 CA10 CACNB1 CACNG4 CAMK2D CAPZB CARD18 CARF CASP14 CCDC97 CCND2 CCNL2 CD209 CD300LD-AS1 CD84 CDC42 CDH23 CDH4 CDYL2 CELF2 CENPO CEP104 CFAP44 CGN CHMP7 CHRNB4 CKAP2 CLCN6 CLEC4M CLMN CNOT9 CNTD1 CNTLN CNTN2 CNTNAP5 COCH COMMD2 CPNE6 CREBRF CSMD2 CSRNP2 CTC1 CTDNEP1 CXCL9 DCTN3 DCX DDX18 DDX41 DEFA5 DLG2 DOCK3 DPEP2NB DTNA DYNLL2 EFCAB2 EFTUD2 EIF2AK1 EIF4EBP2 ELMO1 ELOVL2 ELOVL4 EMC10 ENAH ENC1 EPB41L1 EPB41L4A EPHB2 EPPK1 ERCC6 ETV3L EXD2 EXOC6B EYA3 FAIM2 FAM104A FAM135B FAM151B FAM163B FAM168A FAM222B FAM234B FAM76A FANCA FANCD2OS FBXL17 FBXL20 FBXO41 FBXO48 FCER2 FCRL3 FIGNL2 FJX1 FKTN FMN1 FNDC9 FOXN4 FOXP4 FZD4 GATAD1 GCKR GEMIN7 GEMIN8 GINS1 GJA1 GJA5 GLYAT GNB3 GNRHR GPNMB GPR26 GPR84 GPX3 GPX6 GRIN2B GRM6 GSTA4 GSTT2B GTF3C4 HCCS HCN4 HDAC5 HDX HIC2 HIF1AN HIPK2 HK2 HOOK3 HOPX HP1BP3 IDE IKZF4 IL2RA INO80D INTS6 IP6K1 IPCEF1 ISG20 ITGB3 ITM2C JAGN1 KANK2 KAT6A KCNJ5 KCNK9 KCNN3 KDM3B KIAA1328 KIDINS220 KLF7 KLHL29 KLK5 KPRP KSR2 LAMP5 LARP1 LCOR LDLR LHX2 LIFR LINC03043 LPCAT3 LRIT1 LRRC27 LRRC32 LRRFIP1 LYN LZTFL1 MAB21L2 MAGI1 MAP3K20 MAPK13 MAT2A MAU2 MCHR1 MECP2 METTL25B MEX3A MIER1 MLLT11 MNT MOCS2 MON1B MRPL34 MRPS21 MS4A2 MS4A3 MSI1 MTHFS MXRA5 MYADM MYBL1 NAA40 NBN NCAN NDUFA10 NEK6 NETO1 NFATC1 NFATC2 NFATC3 NHLRC2 NMNAT2 NOTCH2 NOVA2 NPHS2 NPL NPNT NR1D1 NRSN1 OPCML OPRM1 ORC5 OTUB2 PAK3 PAK6 PALM2AKAP2 PARP11 PARP9 PATZ1 PAX5 PBX2 PCDH10 PCDH9 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 PCLO PCP4 PDK3 PGLYRP4 PHETA2 PHF21A PHLDB1 PIM1 PITPNA PLA2G2F PLAGL2 PLEKHA5 PM20D1 PMF1 PNP POPDC2 PPME1 PPP1R3B PPP6C PPP6R1 PREPL PRKAB2 PRKAR2A PRR23A PRR5L PRSS16 PRTG PTGDR2 PTGR3 PTPA PTPN13 PXT1 QSOX1 RAB15 RAB30 RAB35 RAB3D RAE1 RALGAPB RASEF RBM15B RCC1L RDX RERE RFLNA RGS8 RHOA RHOT1 RIC8B RIMOC1 RNASE9 RNASEH2B RNF180 RNF20 RORA RSU1 SAR1A SARNP SBK1 SCD SDF2 SEL1L3 SET SETBP1 SETD5 SF1 SFT2D3 SGMS1 SH3BP2 SHISAL1 SIGLEC1 SIPA1L1 SIX1 SIX2 SIX3 SLC13A3 SLC16A2 SLC17A2 SLC17A7 SLC25A15 SLC25A28 SLC25A53 SLC30A3 SLC7A1 SLC8A1 SMCO4 SMG7 SNAP25 SNX19 SNX30 SOGA1 SORL1 SORT1 SOX13 SOX5 SPATA2 SPATS2 SPIN3 SPTB SPTBN1 SREBF2 SRGAP2 SSTR2 SSX1 SSX4 SSX4B SSX7 ST20-MTHFS STRN STX6 SUMF2 SYN1 SYNM TAF5L TANC2 TAP2 TBC1D19 TBC1D30 TBC1D5 TCF12 TCP1 TEAD1 TFDP1 THRA TMEM139 TMEM150C TMEM165 TMEM182 TMEM214 TMEM218 TMOD2 TNFSF12-TNFSF13 TNFSF13 TOX3 TPD52L1 TPMT TRAF3 TRGC1 TRIM58 TRIM66 TRIP12 TRPM3 TSHR TSPAN18 TTBK1 TTC28 TTC3 TUBGCP3 UBE2D4 UBE2H UBE2W UBR2 UBXN10 ULK4 UMPS URM1 USB1 USP3 USP49 USPL1 VANGL1 VGLL3 WDCP WNT1 WNT9B XKR5 XYLB XYLT1 YIPF1 YWHAG ZBTB5 ZC3H11A ZC3H11C ZCCHC12 ZFP1 ZNF2 ZNF236 ZNF37A ZNF444 ZNF469 ZNF473 ZNF557 ZNF586 ZNF662 ZNF665 ZNF687 ZNF704 ZSCAN22 MIR4307 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4307 ABCA5 ABCD2 ACAP2 ADGRL2 AGAP1 AGGF1 AGK ALB ALG13 AMTN ANKRD12 ANTXR2 APOBEC4 AQP4 ARFGEF1 ARHGAP15 ARHGAP24 ARHGEF3 ARL13B ARMCX3 ARRDC4 ASCC1 ASPH ASPM ATP11C ATP1B4 ATP6AP2 ATRNL1 AURKA AVL9 B3GALT2 BBX BCAT1 BCL2 BEND6 BMPR1B BRK1 BTNL9 C12orf29 C1GALT1 C1QTNF3 C22orf23 C2orf78 C7orf57 CA2 CAAP1 CACNB4 CADM2 CALHM4 CANX CAV2 CCBE1 CCDC141 CCDC162P CCND1 CCR3 CD47 CD83 CDS2 CEP162 CERT1 CFAP300 CFAP44 CFAP69 CFAP97D1 CGGBP1 CGNL1 CHL1 CHORDC1 CIAO2A CLDN16 CLEC19A CLIC2 CLOCK CMTM6 CNOT7 CNST COBL COL15A1 COL25A1 COL5A2 COX20 CPT1A CRH CRISPLD1 CRLS1 CSN2 CSNK1A1 CTBS CTDSPL CTNNA3 CYP20A1 DAPP1 DCAF10 DCBLD2 DCDC2 DCLK1 DCTN4 DDHD2 DDIT4L DEPDC1 DGKH DICER1 DMRT3 DMRTA1 DNAJB6 DNMT3A DST DYRK2 E2F5 EDAR EFCAB2 EFNA1 EFR3A EGLN1 EIF3M EIF4E2 EIF5AL1 ELAPOR1 ELOVL5 EMC4 EML5 ENAH ENOPH1 ENPP1 ENPP4 EPCAM EPHA3 EPHA5 ERGIC2 ERICH3 ERLIN2 F2R FAM76A FBXO22 FGF5 FKTN FLVCR2 FNDC3A FUCA2 FUT9 FXR1 G2E3 G3BP2 GABRA4 GCM1 GCNT2 GDAP2 GEM GIT2 GJA1 GLIPR1 GNG2 GNRHR GPALPP1 GPD2 GPR158 GPR18 GPR85 GRIA2 GRID2 GSN HACD3 HAND1 HDAC8 HECTD1 HERC2 HIPK3 HIVEP2 HMX2 HNRNPLL HNRNPR HNRNPUL2 HOOK3 HOXA4 HSPA12B HSPA8 IAPP IDS IFIT2 IL2 INO80D IPO7 IPO8 JMJD1C KALRN KCNAB1 KCND2 KCNH5 KCNQ3 KCNT2 KDM4C KIAA1210 KLF12 KLHL14 KLHL15 KMT5B KRTAP19-3 KRTDAP LCORL LEMD3 LGSN LHFPL6 LIMS1 LIN28B LIN54 LIN7A LIN7C LINGO2 LPGAT1 LRAT LRP6 LRRC39 LRRC58 LRRTM4 LSM6 LUM MAGEA9 MAGOHB MANEA MARCHF6 MASTL MBNL2 MCM10 MDN1 MEGF11 MEGF9 MEI4 METTL16 MKX MLF1 MORC1 MOSPD2 MPLKIP MPZL1 MRO MRPL19 MSI2 MTX3 MYB MYF5 MYO1D NAA16 NAALADL2 NAPEPLD NDFIP2 NDUFA9 NEDD1 NEMP1 NEXMIF NIPA1 NOP14 NOX1 NOX4 NPFFR2 NPTN NRP2 NRXN1 NTRK2 NUDT12 OLA1 OLIG1 OSBPL3 OTUD4 PABPC1 PARD3B PBX1 PCDH17 PCDH9 PDE4D PDS5B PDSS2 PET117 PHACTR1 PHACTR2 PHC3 PHTF2 PIK3R2 PLEKHG1 PLEKHH2 PLPP3 PLXDC2 PMS1 PNISR POF1B POLI POU4F1 PPHLN1 PPM1K PPP1R21 PPP4R2 PPP4R4 PRDX3 PRG4 PRMT6 PROKR2 PRPS2 PRR27 PRTG PSD2 PTBP3 PTGER4 PTP4A2 PTPN4 PTPRJ PTPRK PYROXD1 RAB33B RAB38 RAD51B RBBP9 RBM12B RFX7 RGCC RGL1 RGPD1 RIC8B RICTOR RIMKLB RND3 RNF170 RNF217 RNF6 ROBO1 ROCK1 ROR1 RPS6KA6 RUNDC3B RYK SACM1L SAMD8 SAMD9 SCAI SCG3 SEC62 SELENOF SEMA3A SEPTIN10 SEPTIN2 SETBP1 SETD9 SFMBT1 SHISA9 SIM1 SIX6 SLAIN2 SLC12A4 SLC17A2 SLC17A6 SLC25A21 SLC2A12 SLC35A5 SLC6A19 SLC7A13 SLURP1 SMIM15 SMLR1 SNCAIP SNRPD1 SNTG1 SNW1 SPATA13 SPATA5 SPIN1 SPP1 SPPL2A SRSF2 SSH1 STAM2 STK32C STXBP5 SUV39H2 SVIL SYT14 TAS2R13 TBX4 TCEA1 TDRP TENM1 TEX2 TEX55 TFAM TLR2 TLR3 TMEFF2 TMEM106B TMEM117 TMEM161B TMEM170B TMEM267 TMEM64 TMEM87B TMOD2 TMPO TNRC6B TOR1AIP2 TRAM1 TRIM71 TRIO TRPC1 TTC6 UBA6 UBQLN1 UPRT UQCRC2 USO1 UTY VAMP4 VPS29 VPS37A WAPL WASHC4 WDFY1 WDR27 WNT11 WWP2 YAF2 ZDHHC20 ZDHHC21 ZEB2 ZFAND3 ZMYM3 ZMYND11 ZNF100 ZNF197 ZNF277 ZNF292 ZNF30 ZNF333 ZNF418 ZNF451 ZNF516 ZNF518A ZNF716 ZNF92 ZNF99 MIR4308 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4308 ACAN ACSL1 ACTR2 AKAP8 APBA1 ARHGAP23 ATG16L1 ATRN BUD23 C1QTNF6 CALU CAMKK1 CAND2 CASTOR2 CDR2L COL5A3 CPSF2 CST3 CWC25 DAB2IP DDC DESI1 E2F2 EHF EIF2S1 EMSY EPB41 FAM3C FMOD FZD7 GMFB GTF2H5 HAS3 HECTD4 HIBADH HS3ST3A1 IGFBPL1 IL18BP IMP3 ITGA5 ITGB1 JUP KAT6A KCNK13 KCTD17 KDM4E KLF7 KLHL29 LALBA LASP1 LIMS2 LRP3 LRRFIP1 LZTS1 MAP9 MAPK8IP3 MDGA1 MGA MICAL2 MINDY2 MINK1 MLEC MPRIP MYEOV MYOCD NBL1 NBN NFAM1 NIPBL NOL7 NRP2 NT5C3B NUDCD3 NUDT2 OPCML P2RY2 PAPPA PAQR9 PCDH1 PCDHB3 PDCD4 PDYN PIP4P1 PLXNA4 PLXNC1 POLH PPM1F PPM1H PPME1 PPP1R12B PPP3R1 PRDX3 PRKCA PTPN7 RAB3D RAB43 RAD51D RASAL2 RHOBTB1 RIMKLA RIMS3 RIN1 RNF183 RTKN2 SARM1 SBF2 SDK2 SERBP1 SERPIND1 SH3TC2 SHANK2 SLC22A23 SLC23A2 SLC35E1 SLC38A7 SLF1 SPRY3 SPRYD3 SRCAP SRGAP2 STK24 THBS1 TMEM164 TMEM229B TMEM35A TMEM8B TRA2B TRABD2B TRIM27 TRIM67 UBASH3B UBE3B UBTF UGT2B15 UQCC1 VANGL2 WNT4 XIRP1 ZCCHC14 ZFYVE1 ZNF395 ZNF862 MIR4309 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4309 ADAM10 ADAR AKIRIN1 BHMT2 C15orf40 CAMK4 DENND4A DYRK2 EEF2KMT EFNA5 EMC8 EPB41L4B FAM86B1 FAM86B2 FAM86C1P GATA4 GCC1 HMG20A HOXA5 IGDCC3 INO80D KAZALD1 KCNE5 KDM5B KDM5C KLHL9 LRPAP1 LRR1 MAP3K20 MED7 MEPCE ONECUT2 ORC3 PATE1 PFKP PRR15 SERPINB13 SLC6A4 SMAP1 TCIM TMEM245 TNFRSF11B TUBB4A VCAN ZIC1 ZNF793 ZNRF3 MIR4310 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4310 ABCA5 ABCB5 ACVR2B ADCY7 ADGRL3 ADK AHCTF1 AMOT ANKIB1 ANKRD6 ANKS6 ANO3 ANTXR1 AP1G1 APOA2 APOOL APPL1 ARGLU1 ARMCX3 ASB4 ASH1L ATL2 ATXN7L1 BCL11A BCL2L11 BTBD7 BTLA BTN3A1 BTN3A2 C19orf12 CAB39 CBFB CD1E CD28 CDC42BPA CDK6 CDKL4 CDYL2 CENPL CHD6 CLCN3 CNKSR2 CNOT9 COPB1 CREB1 CRYBG1 CRYM CUL5 CXCR6 CYP2C19 CYP2C8 CYP4X1 DCBLD2 DCDC1 DCDC2 DCTN6 DCUN1D4 DICER1 DLEU7 DLL1 DNAJB4 DNM3 DPY19L2 DPYD DYNC1LI2 DYRK1A DYRK2 E2F6 EBLN2 EFR3B EIF1AX ELK4 ENDOU EPHA3 EPHA7 ETS1 F5 FBP1 FBXL20 FBXO45 FDX1 FEM1B FGF12 FGFR2 FNIP1 FOXP1 FRS2 FRY FXR1 GAB1 GKAP1 GLT8D1 GMFB GNL3L GOLGA4 GORAB GPCPD1 GPR26 GPR85 GPRASP2 HDGFL3 HECA HIF1A HNRNPF HOXD9 HSF5 IL1RAP INIP ITGB1BP1 ITPR2 JADE1 JOSD1 KASH5 KATNBL1 KCTD16 KDELR2 KDM5B KHDRBS2 KIAA0930 KIF13A KIF21A KIF23 KIF5C KITLG KLF12 KLHL21 KLHL9 KMT2A KRT34 LDLRAD4 LIX1 LMBRD1 LPGAT1 LRRC4 LRRN1 LSM8 MAGI3 MAP1B MAP3K9 MAPK9 MATN2 MBD1 MCC MCTP1 MED26 MEF2C MFN2 MIEF1 MINDY2 MSI2 MYORG MYT1L NDUFA5 NEDD4 NEDD9 NEK2 NF1 NR2C2 NRG1 NSMAF OTOGL OTUD4 PABIR2 PARP14 PATZ1 PDCL PDE3B PDE4D PEAK1 PELI2 PF4V1 PHF6 PJA2 PLS3 PML POU2F1 PPARGC1A PPDPFL PPM1B PPM1E PPP6C PPP6R2 PRKAB2 PRKACB PRKAG2 PRPF4B PRR16 PRSS54 PTPN4 RAB11FIP2 RAB33A RAB3GAP2 RAB3IP RAPH1 RBM24 RHBDL2 RINT1 RLN1 RNF19A RNF38 RNMT RORA RRAGA RUBCN RWDD4 SCAI SCN8A SEPSECS SET SETD5 SGCB SH3GLB1 SIKE1 SKIC3 SLC25A31 SLC30A6 SLC35G1 SLC39A10 SLC4A10 SLC9A2 SLC9A6 SLITRK4 SMPDL3A SMURF2 SNRPB2 SPATA13 SPINT1 SRSF11 SSH1 ST13 SUN2 SV2C SYNDIG1 TARDBP TBKBP1 TCEANC2 TENM3 TGFBR3 TGM2 TLK1 TMCC1 TMEM132B TMEM14B TMEM176B TMEM30A TMEM74 TNPO1 TNRC6B TOMM70 TP63 TPM3 TREM1 TRIM71 TSHZ2 TSPAN12 TTC14 UBE2Q1 UBP1 UHMK1 USH2A USP10 USP24 USP42 VAV3 VDAC1 VWA8 WASHC5 WDFY3 WDR20 WNT11 WNT2 XPNPEP3 YAP1 YTHDF1 ZBED1 ZBTB18 ZBTB20 ZBTB21 ZC3H12C ZFYVE28 ZNF19 ZNF407 ZNF461 ZNF474 ZNF571 ZNF7 ZNF704 MIR4311 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4311 A1CF AAK1 AAMP ABHD17B ABLIM3 ACO1 ACTR3 ACVR1C ADA2 ADIPOQ AFF2 AFF4 AFP AK7 ALCAM ALPL AMOT ANGEL2 ANXA2R AR ARHGEF9 ARID1B ARID4B ARMC8 ASH1L ATF7 ATF7IP ATL2 ATM ATP11B ATP2B1 ATP2C1 ATP6V0C ATP6V1B2 AURKC B4GALT6 BAMBI BAZ2B BBOF1 BDP1 BMT2 BPY2 BPY2B BPY2C BTBD7 BVES C11orf87 C19orf12 C1GALT1 C21orf91 C2CD2L C2orf76 CACNA1E CADM2 CALCR CALHM4 CALHM5 CALM1 CAMK2N1 CASK CATSPERB CBL CCDC141 CD1D CDCA4 CDIP1 CDK2AP1 CEACAM7 CETN2 CFAP52 CHAC1 CIP2A CLCC1 CLCN5 CLEC10A CLIC5 CMAS CMTM4 CNTN5 CNTNAP5 COL1A2 COLGALT2 COX15 CPEB4 CPNE3 CPNE8 CREBRF CSRNP3 CTCFL CWC25 CYP8B1 DAPP1 DAW1 DCAF10 DCX DDX5 DERL1 DGKH DGKI DHTKD1 DIP2C DNAAF6 DNAJC21 DNAJC6 DOCK5 DUSP6 DVL3 EBF1 EBF2 EDIL3 EEF2K EGFL8 ELMOD2 EN2 ENPP3 ENTPD5 EPHA3 ERLIN1 ESR1 ESRRG ETV1 EXOC2 F9 FCMR FMNL2 FOXG1 FRA10AC1 FYB1 GABPA GATAD1 GCLC GFRA1 GID8 GIGYF2 GIPC2 GMPR GNRHR GPR180 GPR88 GRIK4 GRM5 GRM7 GTF2A1 GTF2H3 H2AJ HDAC9 HEATR5B HHIP HIRIP3 HOOK3 HSD3B2 HSFY1 HSFY2 HSPA2 HSPE1 IDS IGF2BP2 IGSF23 IKZF1 IMPA1 INO80D IP6K1 IRAK1BP1 IRF2BP1 JAK1 KAT6A KCNC2 KCNJ2 KCNK1 KCNMA1 KIAA1549 KIF1B KIF5B KLF4 KLRG1 KPNA3 KRTAP9-4 L3MBTL3 LAMP2 LANCL1 LAPTM4A LCTL LENG9 LINC02693 LPGAT1 LPP LRIF1 LRRC41 LSM12 LZTFL1 MAGEB2 MAPKAP1 MBTD1 MC5R MEF2C MID1 MLF1 MRPL19 MSI2 MSL2 MTBP MTERF4 MTFR1 MTTP MXI1 MYF5 MYLK4 NAB2 NCAM2 NCAPG NDUFB5 NEGR1 NEK9 NEXN NFAT5 NMBR NPAS3 NPAT NRAS NUCKS1 NUDT3 OTUD4 OXGR1 OXR1 P2RY10 PABIR2 PAG1 PALS2 PCDH15 PCED1B PCSK6 PDE10A PDLIM5 PECAM1 PFDN2 PGAP4 PHKG1 PLAG1 PM20D2 POU2F1 PPDPFL PRAMEF2 PRKCE PRKD3 PRR23E PTBP3 PTGER3 PTPRR RAB14 RAB3B RAB3GAP1 RAD18 RAD51B RAD54L2 RALGPS1 RASAL2 RASGRF2 RBMS3 RCAN2 RDH10 RFX7 RIMS2 RNF128 RNF139 RNF144A RORA RREB1 RRM2B RRP36 RTKN2 RUBCNL RUNX1T1 SAMD8 SARAF SCAF11 SEH1L SEMA5A SEMA6A SENP1 SERPINB1 SESN3 SESTD1 SETD7 SH3GLB1 SIX4 SLC17A8 SLC1A2 SLC24A4 SLC35A5 SLC36A4 SLC39A10 SLC4A8 SLIT1 SLMAP SMCO3 SMIM17 SNIP1 SNRPN SNURF SNX27 SOX5 SOX9 SP6 SPARC SPIN4 SRCIN1 SRFBP1 SRGAP2B SRSF1 SSBP2 SSBP3 SSX2IP ST8SIA4 STK40 SVIL SYT16 TATDN3 TBCA TEAD1 TENM1 TEX55 TFAP4 TGFA THSD4 TICAM2 TIPIN TMED7-TICAM2 TMEM178A TMEM260 TMEM35B TNFRSF11A TOM1L1 TOX2 TP63 TRDN TRIM50 TRIO TRMT13 TTC17 TUBB2B TWF1 TYRP1 UBQLN2 UBR7 UBXN4 UNC5CL VCAN VNN1 VOPP1 VSIG10L WDR12 WDR43 WNT16 WRN WTAP XRCC5 XRN1 YTHDF3 ZBTB18 ZBTB20 ZC3H12B ZDHHC9 ZHX2 ZHX3 ZKSCAN1 ZNF2 ZNF275 ZNF521 ZNF611 ZNF620 ZNF641 ZNF800 MIR4312 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4312 ADGRF1 ADSL AKR1C2 AVEN BMS1 C1orf68 CACNB4 CADM2 CAPZA2 CNRIP1 CTNND2 CXCL8 CXXC4 DENND5B DNAAF5 GORASP1 HDAC8 HIF1A HTR1F HTR7 IRAK4 JPT2 MTERF3 MYO3B NKD1 PDCD4 PLXDC2 PPARGC1B PRH2 RAD51B RHEX RIMS1 S1PR3 SCIN SESTD1 SH3RF1 SHISAL1 SLC44A1 SLC4A8 SLC8A1 TFAM TGFB3 TRIM10 TSPAN14 USP13 WBP11 ZBTB11 MIR4313 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4313 APOLD1 B4GALT2 CACNG7 CLCA1 COPZ1 CUX1 DACH1 DDX4 ESRP2 FBLN1 IL1B KCNE4 KCNJ12 KCNJ18 LONRF1 NDFIP1 PCBP4 PCDH7 PHF12 PLPPR2 PPARGC1B PPP1R16B RUFY2 SLC25A27 TBX15 TNFRSF12A TNRC6B ZNF362 MIR4314 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4314 ABHD10 ABHD2 ADAM29 ADH1B AFF1 AFF4 AGAP1 AKT1S1 APBA1 APOBEC3B ARHGEF33 ARHGEF6 ARL8B ATP1B2 BBX BRI3BP C21orf91 CACNA2D1 CAMK4 CBLN3 CBY1 CCAR1 CCDC14 CCNT1 CD3G CDC23 CDH7 CENPU CFAP77 COL6A3 COPG2 COQ10A CPEB1 CTAGE1 CYP1B1 CYP2E1 DCAF10 DDX31 DIP2B DNAJC27 EIF4E ETS1 FABP7 FAM118B FAM120C FNDC9 FOXN1 FRMD5 FSHR GABBR2 GGT7 GIGYF1 GNG11 GPATCH8 GRAMD1B GREM2 GRM5 GUCY1B1 HIC2 HIPK2 ICOSLG ILDR2 IPO5 IRF2 ITGB3 JAK1 KCNMA1 KLK5 KPNB1 LHPP LIN52 LPCAT2 MARCHF6 METTL25B MS4A6A MTMR1 MYCL NDUFB4 NIN NLGN1 OPA1 PCDHB7 PDS5B PEX11A PIK3C2B PKDCC PKIA PLA2R1 PLEKHG4B POFUT1 POU4F1 PRDM5 PRDM6 PTP4A2 QKI RAB3GAP1 RAVER2 SANBR SEL1L SH3TC2 SLC30A7 SLC6A11 SLC7A14 SMYD4 SP1 SPATA5 SPHKAP SPIN4 SPOCK1 SPRY3 SULF2 SYN1 SYN2 SYNPO2 SYT14 TEDDM1 THPO TIMP3 TMEM80 TMTC1 TRIM49D1 TRIM49D2 TTC30B VANGL2 VPS13C VPS26C WDR31 WDR72 WNT7B WNT8B ZFP3 ZMYND12 ZNF124 ZNF134 ZNF3 ZNF366 ZNF687 ZNF70 MIR4315 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4315 CAVIN2 PDCD10 SGO1 TSEN2 VCP ZMYM3 MIR4316 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4316 ADAM19 ADRA2A AHR ARHGAP19 ARHGAP29 ARL8B ATP1B2 B3GNTL1 C5orf22 C8orf58 CACNA1C CAND2 CCDC157 CCDC177 CCDC82 CCND2 CD164 CD209 CLDN12 CMTM3 COL4A6 COX16 CPNE9 CYP4V2 DCSTAMP DENND2C DERL3 DHX34 DLK2 DNAAF11 DYRK1A EBF1 EBF4 EHHADH EIF2AK2 ENPP1 ENTPD7 EPHB2 ERAP1 FA2H FAM161B FAM86C1P FCHO2 FIGN FMNL3 GFAP GFOD2 GOLM1 GPN1 GSTK1 GTF2IRD2 GTF2IRD2B HEATR1 HGH1 HIF3A HLCS HM13 HNF4A HOXD1 IGF2BP1 IL17RE INPP5A KLF7 KLF9 KRT81 LARP1B LMBR1L LRCH2 LRP2BP LRRC8B MAPKBP1 MMD MORN4 MSI2 MTCL1 MTMR1 MUL1 MXD3 NCR3LG1 NDUFS2 NFIC NTRK3 OR9Q1 PACS2 PAFAH1B1 PCARE PIPOX PLK3 PLS1 POGLUT1 PRIMA1 PSMD11 PTPN2 RAB10 RAB14 RAB28 RBMS2 REEP3 RPTOR RTL5 SBF2 SEC24A SEC24C SH2D3A SH3GL1 SLC16A6 SLC25A46 SLC37A2 SLU7 SMARCD1 SNCAIP SNX3 SPINK7 SPTLC3 SSH1 SSTR2 SUCLG2 SYNJ2BP-COX16 TAT TLN2 TM9SF4 TMEM120B TMEM196 TNFAIP8L3 TPP2 TRABD2B TUBB4A USP22 UTP14C VSX2 WIPF3 WNT4 WNT5B YOD1 ZDHHC2 ZHX2 ZNF565 ZNF592 ZNF763 ZNF862 ZSWIM5 MIR4317 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4317 AASS ABCA1 ACACA ACSL6 ADD1 AKR1E2 APOL5 APPL1 ARHGEF7 ATP11C AUTS2 BRF2 BZW1 CALML4 CCND2 CD55 CDK16 CHML CLEC6A CLUAP1 CORO1C CRISP2 CYB5D1 DGKB DISC1 DNAAF11 DNAJA1 DNAJC12 DUSP8 ENDOU FOXD2 GABRR1 GCM2 GCNA GDPD1 GOSR2 GPX8 HADHB HDGFL3 HEPHL1 HINT1 HPS3 IFNA10 IFNA17 INO80D INSIG1 INTS6 IPMK IRS2 KCNC2 KMT5B LDHA LGSN LILRB5 MACIR MARCHF1 MLKL MMP13 MRPS35 NDUFB4 NEK2 NFAT5 OGG1 PDE7A PDPK1 PDS5B PMP22 PPP1CB PRKG1 PTPN4 PTPRK PUM2 RASL11B RC3H1 ROBO2 RPL37 SGCE SLC26A7 SLMAP SRRM1 ST18 TENT5A TGS1 TMEM231 TMEM47 TMEM87A TRHDE TRPM6 UBE2Q2 UBE2W UGT2B10 UGT2B28 UGT2B7 UGT8 ZIC4 ZMYM5 ZNF230 ZNF474 ZNF561 ZNF770 MIR4318 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4318 ALKBH2 ANKRD12 ANKRD34A ARIH1 ARPP21 ARRDC4 ATP8B2 ATXN1 B4GALT6 BCDIN3D BOLA2-SMG1P6 C4orf46 CADM2 CARF CCDC152 CCDC47 CDADC1 CDYL2 CEP170 CERS6 CHRNA5 CIT CNTN5 COL5A1 CREBZF CSMD1 CYLC1 DCAF8 DCANP1 DCUN1D5 DCX DNAH5 DUSP7 E2F2 ELAVL4 EMC3 ENO2 EPCAM ERLIN1 FBXW7 FN1 FOXP1 GALK2 GRM6 GSK3A HECTD2 IGFBP5 INIP INO80D KALRN KIAA1210 MAGEB4 MAGEB6 MAP2 MBNL3 MFSD14A MYLK MYT1 NAA15 NMNAT2 NPTX1 NR3C1 NRG1 NRN1 OTUD4 P2RY1 PAK5 PAM PCDH9 PDPR PDZD11 PEDS1-UBE2V1 PHF14 PIP4P2 POLR2J PPM1H PTPN3 PXMP4 RBM33 RBPJ REEP1 REEP3 RLIM RNF207 RUFY2 SCAMP1 SCN8A SEC62 SEPTIN11 SGCB SGIP1 SH3RF1 SH3TC2 SIK3 SINHCAF SLC6A14 SNAP25 SORT1 SPARC SSBP2 STARD13 STON2 TMEM144 TRIM2 TRIM33 TRIO TSHZ2 UBE2V1 UBE3A USP38 USP51 VCP VEZF1 ZDHHC11 ZFP36L1 ZMYND11 ZNF215 ZNF274 ZNF280D MIR4319 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4319 ABCC4 ABCC5 ABHD3 ABHD6 ABTB1 ACER2 ACHE ACTMAP ADAM28 ADPRHL1 AGXT2 AIFM1 AKT1S1 ALPK3 AMIGO2 ANAPC16 ANKRD33B ANKRD42 ANKRD50 ARHGEF39 ARID3B ARMC7 ARRB1 ASB13 ASIC1 ATP10D ATXN1 ATXN3 ATXN7 BAG4 BAK1 BAP1 BCAN BCL2L14 BLZF1 BMF BNIP2 BORCS6 BRWD1 BTG2 C10orf105 C19orf38 C1orf210 C1orf74 C6orf47 CACNA1B CACNB3 CARS2 CBFB CBLL1 CBX7 CCNJ CCR2 CCR5 CD5L CDC37L1 CDC42BPG CDC42SE1 CDH5 CDK19 CDR2L CDS2 CEP85 CGN CHTF8 CLN6 CNTNAP1 CPSF6 CRB2 CRIPT CSRNP1 CYP24A1 CYTH2 DAAM1 DDX54 DENND6A DHX33 DICER1 DIP2A DIRAS1 DIS3L2 DLD DNAJB5 DOCK3 DPH2 DPP9 DRAM2 DRP2 DTX4 DUS1L DUSP6 DYNLT3 E2F2 E2F3 EBF4 EDN1 EIF1AD EIF2B5 EIF4EBP1 ELOVL6 ENKUR ENPEP ENPP1 ENTPD4 EPO ESRRA ESYT1 ETS1 EVA1A FAM118A FAM169BP FAM234B FAM78A FBXO42 FBXO45 FBXW4 FBXW8 FGFR2 FIBP FLVCR2 FMNL3 FMO2 FNDC3B FOXD2 FREM1 FRMD5 FUT4 GALNT14 GANC GARIN2 GCNT1 GEMIN2 GGA2 GJC1 GOLGA5 GPATCH8 GPR107 GRB10 GTF3C3 HADHB HAPLN1 HCN3 HIC2 HIF1AN HINFP HOMEZ HTR6 IER2 IER3IP1 IGSF11 IL16 IL31 IL6R INO80D INTS15 INTS7 IRF4 ISCU IST1 ITCH ITGA8 JADE2 KCNA1 KCNH7 KCNIP3 KCNK10 KCNS3 KCTD15 KCTD21 KDM4C KHNYN KIAA0319L KIAA1522 KIF24 KLC2 KLF13 KLHL6 KMT5C KPNA6 LACTB LBH LCLAT1 LFNG LGI2 LIN28A LIN28B LIPA LPAR4 LRP4 LRRC10B LRRC8B LYZL6 M6PR MAMDC2 MAN1B1 MAP2K7 MAP3K10 MAP3K11 MAP3K13 MAP3K9 MAP6 MAPK12 MAPRE2 MBOAT2 MCL1 MCTP2 MEMO1 MFHAS1 MFSD13A MFSD14B MFSD9 MKNK2 MMP11 MORC2 MRAP MRPL30 MSI1 MSRB3 MTF1 MTFP1 MTMR3 MXD4 MYO18A MYT1 NAIF1 NBEAL2 NCAN NCKAP5L NCOR2 NDUFA2 NECAB3 NEU1 NHERF4 NIN NIPA1 NIPAL4 NKAPD1 NPL NR6A1 NRXN1 NT5DC1 NUP210 OAZ2 OLFML2A ORC2 OSBPL9 P2RY2 PADI2 PAFAH1B1 PCDH15 PCDH7 PCGF6 PCLO PCTP PDE7A PDK3 PHACTR3 PHF20 PHKA1 PI4K2B PKP4 PLCH2 PLEKHA8 PLEKHM3 PLXNA1 PMM2 PODXL POFUT2 PPAT PPIL2 PPME1 PPP1R37 PPP2R5C PPP4R3A PRDM1 PRKAA2 PRRC1 PRSS35 PRTG PSAPL1 QSOX2 RAB3D RAB6B RABEP2 RABL6 RAP1A RAPGEF5 RASGEF1A RASGRF1 RASGRF2 RASSF3 RBAK RBM20 RBM7 REST RETREG2 RETREG3 RFX3 RFX5 RFXANK RHOQ RMND5A RNF168 RORA RPL28 RPS6KA1 RREB1 RUFY3 RYBP SAMD10 SAMD14 SANBR SARM1 SAXO1 SBNO1 SCARB1 SCARB2 SCLY SCN2B SCN4A SCRT2 SCUBE3 SEC14L2 SEC61A2 SEL1L SEMA4B SEMA4C SEMA4D SEMA4F SERTAD3 SGPL1 SH3BP5L SH3TC2 SLC16A6 SLC25A15 SLC25A35 SLC26A6 SLC35A4 SLC37A2 SLC38A9 SLC39A9 SLC46A3 SLC4A4 SLC6A17 SLC7A1 SLITRK6 SMURF1 SNX18 SOD2 SOX11 SPATA31D3 SPATA31D4 SPEG SPSB4 SPTB SRF SS18 SSTR3 ST6GALNAC5 STARD13 STX18 SULT4A1 SUN1 SUV39H1 SYDE2 SYVN1 SZRD1 TAF9B TAFAZZIN TBC1D1 TBC1D16 TBX4 TDG TENT5A TET2 TLE3 TMEM120B TMEM132E TMEM135 TMEM161B TMEM168 TMEM63A TMPRSS13 TMTC2 TNFAIP3 TNFSF4 TOMM40 TOR2A TRAF6 TRIAP1 TRIL TRIM71 TRIM9 TRMT5 TSEN54 TSNARE1 TTC7A TTPA TYSND1 UBE2G1 UBE2R2 UBN1 UBR2 UBR7 UCK2 ULK3 USP2 USP38 VCPIP1 VDR VPS36 VPS37B VPS4B VTCN1 WARS1 WDR5 XKRX ZBTB34 ZBTB37 ZBTB7A ZC3H7B ZDHHC23 ZFP62 ZFYVE1 ZKSCAN5 ZNF385A ZNF543 ZNF652 ZNF691 ZNF704 ZNF80 ZNF827 ZNRF3 ZSCAN29 ZSWIM4 ZSWIM5 ZSWIM6 MIR431_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR431_5P ALG8 ANKH API5 APOOL C17orf67 C1orf94 CAMTA1 CANX CCDC59 CD34 CD69 CDCP1 CELSR2 CHODL CLTC CNTNAP3B COL12A1 DAAM1 DIAPH2 DISC1 DLX3 DMGDH DNAJC21 ELP1 ERCC6 FAS FOXJ3 GPC6 HIPK3 IRF2BP2 KDM7A KLRG1 LHX8 LIFR MEIOC MMP28 MOCS1 NMBR PCNP PEX5L PITPNA PMFBP1 POLR1F RALGAPB RIPOR2 SERINC5 SHISAL2B SOCS6 SORL1 SPDYA ST6GALNAC3 TPGS2 TSPYL4 UBE2D1 WDR55 XRRA1 ZEB1 ZNF143 ZNF280C ZNF644 MIR4320 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4320 ABL1 ADAM7 ANKRD18A ARID1A ATP1B4 ATP5PB CARHSP1 CDH7 CNOT4 CPD CPXCR1 CYB5R4 DAZ1 DAZ2 DAZ3 DAZ4 DAZL DDX43 DOK6 ELOVL6 ESR1 FCHSD2 FIGNL2 GID4 GIPC3 HERC3 HOMER1 INA KCNK1 LARP1B LRP6 LYSMD2 MAGEE2 MBNL3 MED27 MYT1 NAA16 NPY2R PCDH7 POSTN PXYLP1 RBL2 RPS3 RTF1 RTKN2 SEC22B SLC18A2 SLC35C1 SOD1 SUGP2 TRAK1 UFM1 USP46 WEE1 ZC3H6 ZNF135 ZNF22 ZNF90 MIR4321 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4321 ADGRL2 CXCL9 DYRK1A STOX1 TLCD3B TRO MIR4322 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4322 ADGRG6 APLN AQP6 ARID5B ASB7 ATP6V1B1 CBLB CERS6 CINP CLDN10 EBF3 EIF3J ETV5 FAF2 FCN1 KIAA1549L LOXL3 LRAT MYOF NME6 OLFML1 PCDH17 PRF1 RAB5C RAD51B RPL28 RUNX1T1 SH3BP1 SPOCK3 STUM STXBP5 SYCE1 TMEM196 TNRC6A USP8 VEPH1 VWF MIR4323 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4323 AFF1 ATF7 C6orf120 CAMK2G CFAP97D1 CRTC1 DIAPH1 EPHA4 FBXO34 FBXO45 GOLPH3 HDGF HPS5 IQSEC2 KDM6B KIAA0930 KIF3B KRAS LINC03040 MAP2K1 MEX3D MLIP NR2C2 OAS2 OXCT1 PDLIM3 PPP1R9B PTPRJ RCN2 RLF SCN4B SDC3 SEPTIN4 SH3TC2 SH3YL1 SHISAL1 SLC6A2 STIM2 STX11 SUFU TAB2 ZBTB7C MIR4324 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4324 ABCC5 ABRACL ACSL6 ACTL6A ADAM10 ADAM19 ADAMTS14 ADCY1 AJUBA ALDH18A1 ANGPTL2 ANKRD13A ANO3 AP4E1 APH1A API5 APPBP2 APPL1 ARMC1 ARPP19 ATG2B ATP10D ATP11C ATP8A1 AXL BACH2 BBC3 BDP1 BEND4 BLMH BLTP3A BLZF1 BMP2 CACUL1 CADM1 CAMSAP2 CAMTA1 CAND2 CBX1 CCDC117 CCSER2 CDC25A CDC42SE1 CDCA7L CEP164 CEP170B CEP350 CEP68 CEP85 CHD1 CHFR CHIC1 CIAO2A CLEC16A COL21A1 COL24A1 CPEB2 CPLX1 CPNE5 CPT1A CREB1 CRELD1 CTAGE15 CTAGE6 CTBP1 CTBP2 CUL1 CYB5R4 DCP2 DDHD1 DGKE DHX35 DMXL1 DNAJC27 DOCK11 DPP4 ELMOD2 EML1 EML4 ENDOV EPB41L4A ERBB3 FADS6 FAM107B FAM118B FAM169BP FAM53B FBN1 FEN1 FNTB FREM1 GALNTL6 GATA6 GIGYF2 GLCCI1 GLT8D1 GMCL1 GSKIP H2AZ1 HAPLN4 HAUS2 HCCS HCK HDAC7 HDX HIF3A HNF1B HNF4G HOMER1 HOXB2 HPGD HTR7 HTT IDE IFRD2 IGDCC3 IKZF2 IL16 IL1RAP IL6R IMPA2 IPMK IRF2 IRF4 IRS1 IRX2 ITGAL JOSD1 KCND1 KCNN3 KCNS3 KHNYN KIAA1522 KIF21A KLHL6 KY LAD1 LATS2 LGR4 LIN28A LOXL4 LPAR2 LYN LYSET MAN2A1 MAP3K1 MAP3K8 MBTD1 ME1 MEIOC MEOX2 MIA2 MICOS10 MOGS MORC2 MPV17L MTERF1 MTUS1 MYCBP2 MYT1 NAA15 NATD1 NCOA3 NDST3 NFATC2IP NKD1 NRIP1 NRN1 NRP1 NUDT5 PAQR8 PBX2 PCDH15 PCTP PDE3B PIP5K1A PITPNC1 PLPPR5 PLRG1 PLXDC2 PLXNA2 POLR3G PPM1E PPP1R12B PPP4R3A PRDM15 PTGS1 PTK2 PUS10 PXDN PXDNL PXN RAB39B RAB3D RASSF5 RBBP5 RBM20 RBM41 RNF4 RPS6KL1 RSBN1 RTN4RL1 SCML2 SEC14L2 SECISBP2L SH3GL2 SIAH3 SLC11A2 SLC14A1 SLC17A5 SLC25A43 SLC35G1 SNX7 SOX12 SOX30 STAC2 STARD7 STK10 STK11IP TBCEL TCERG1 TENT4B TFDP2 THRB TLN2 TMEM121 TMEM219 TMEM245 TMEM263 TMEM41B TNKS TNPO1 TNRC6C TOMM40L TPD52L2 TRAK2 TRIL TRIM9 TRNP1 TSEN54 TXLNG TXNL4A UBE2R2 UBR3 UNC5D UNC80 USP31 USP33 WASHC4 WDCP WDR43 YARS1 ZDHHC23 ZFHX3 ZFHX4 ZFYVE28 ZIC3 ZNF236 ZNF264 ZNF281 ZNF516 ZNF609 ZNF629 ZNF646 ZRANB1 ZSWIM5 MIR4325 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4325 ACADL ACOX1 ACTB ADAM23 ADAMTSL1 ADCY3 ADM AFF1 AMMECR1L ANTXR2 AP1AR ARFGEF2 ARID4B ARMC1 ARRDC3 ASH1L ATG3 ATL3 BAHCC1 BAZ2B BCAT2 BCL11A BHLHE41 BMAL1 BNIP2 BSN C8orf44-SGK3 CACNB4 CALCRL CCDC93 CCNC CD2AP CDCA7L CES5A CHD9 CHKA CLOCK CNIH1 COX11 CPEB2 DBT DCAF4L2 DCAF6 DDX3X DDX3Y DLC1 DNAAF9 DOCK5 DPF2 DPP10 DSTYK DYNC1LI2 DYNLT5 DYRK1A DYRK2 EGR2 EIF5 EMILIN2 ESRP1 FAM120A FAM133B FAM168A FAM20C FAM222A FBN1 FBXW7 FCHO2 FHL2 FMN1 FMN2 FNBP4 FNIP1 FRY FZD7 GAA GATA6 GDF6 GLCCI1 GNPDA1 GRHL1 GTF2E2 GUCY1A2 HAS3 HCN2 HELQ HERPUD2 HIPK1 HIVEP3 HNF1B IDH1 IKZF2 IL6ST INSIG1 IQGAP2 ITGA5 ITGAV JMJD1C JOSD1 KALRN KBTBD8 KCNA1 KCNB2 KDELR2 KHDRBS3 KIF5B KLHDC10 KLHL14 KLRC1 KLRC2 KLRF1 KMO LGI2 LRRC1 LRRC8C LSM11 MAN2A1 MAP2K4 MAPRE1 MARCHF4 MBLAC2 MINAR1 MKRN3 MMD MOB3A MTDH MTF2 MYCBP2 MYH9 MYO1B MYRIP NCAPD3 NCOA2 NCOA6 NEFH NEUROD1 NEXMIF NFIA NFIX NHLRC3 NKX2-4 NOX4 NPHP3 NPTN NPTX2 NR2F2 NR4A3 NSMF NUDT16 OSBPL6 OTUD7B PALLD PATJ PCDH20 PCMTD1 PCOLCE2 PDCD6IP PDE10A PDE6C PDS5A PDZD2 PHF6 PIAS4 PIK3CA PITPNA PITPNM2 PLXDC2 PLXNA4 PNISR PNPT1 PPFIA2 PPHLN1 PPP1R37 PRPF40A PTAR1 PTPRO RAB12 RAB9B RABGAP1L RBM47 RBMS3 REST RFX1 RGS3 RGS9 RIC1 RIOX2 RNF38 RNF4 ROBO1 ROBO2 RORA RPL15 RRM2B RTN1 SCAF11 SCUBE3 SCYL2 SELENOT SEMA5A SEPTIN8 SETD5 SFXN1 SGK3 SGMS1 SGPP1 SH3D19 SH3PXD2A SLC12A5 SLC17A6 SLC38A2 SLC5A7 SLTM SNAI2 SNAP47 SNAPC1 SNIP1 SORBS2 SPRED1 SREK1 SRPRA SRSF8 STRC STRN3 STYXL1 SUFU SVIP SYNDIG1 SYNPO2 SYPL1 SYT14 TCF21 TCP11 TEAD1 TECPR2 TEF THSD7B TMCC3 TMEM255A TMPRSS11B TNPO1 TP63 TRAF3 TRAK2 TWF1 UGP2 UNC5A UNKL VASH2 YIPF4 YWHAZ ZBTB5 ZCCHC2 ZFHX3 ZFYVE21 ZIC1 ZNF100 ZNF41 ZNF430 ZNF431 ZNF512B ZNF703 ZNF721 ZNF773 ZNF804A ZNF85 ZSWIM7 MIR4326 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4326 ADAM28 ADAMTS5 ARHGAP35 ATG2B C17orf107 C1GALT1 C1QTNF3 CAB39 CALU CCNY CHM CLEC12B CLSTN2 CNRIP1 CNTD1 CTSB CXADR CXCL14 DOCK8 EIF2AK2 EPHA3 FAM124B FAM149A GABRG1 GLTP GPR39 GPRC5C GREB1 GTF2A1 GTF3C4 HDAC9 HSF5 INCENP INPP4B KIF26B KLK15 LEMD3 LRRN2 MAP3K13 MAP3K2 MAPK13 MBTPS1 MED13 MEGF10 MPDZ MRPS33 MXRA5 NBPF11 OLFM1 PDIA3 PPM1M PRELP PROX1 RAB39B RAB3IP RBM41 RHO SAMSN1 SH3TC2 SLC25A53 SMC1A SMUG1 SNAP23 SP100 SPTLC1 SUSD6 SVOPL SYDE2 TAB2 TANGO2 TCF21 TEX35 TNP2 TPX2 TSC1 UBE3B UNC5CL UQCC1 XIRP2 YEATS4 YIPF6 ZNF304 ZNF559 ZNF790 ZRANB1 MIR4327 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4327 ABCC4 ABHD13 ARHGAP25 ATAD2 ATOSA CABYR CALCR CCL20 CCNY CETN2 CHRNE CLEC4D CMSS1 CNKSR2 CPSF6 DCAF6 DDAH1 DIAPH2 DOCK8-AS1 ENOX2 ERLIN2 FBXO30 FOSL2 GABPA GABRA1 GATAD2A GGA3 GPC5 GPR63 GRIA4 GRIP1 HOXA3 HPGD IGF1R KCNJ2 KIAA1522 KLF7 KLF9 KMT2E MAP3K1 MAPK6 MEF2A NAA30 ORAI3 OTUD1 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHAC1 PCDHAC2 PCSK5 PLXNA2 PUM1 RAB44 RFX3 RNF165 ROBO2 SCN2A SIMC1 SLC17A6 SLC20A1 SLC37A3 SLF2 SOX2 SPIN1 STAG2 TCF12 TM4SF19 TNFRSF10D TSHZ1 TUB USP31 VANGL1 WDR47 YBX1 ZC3H12C ZNF20 ZNF770 MIR4328 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4328 ABCD3 ABLIM1 ABRA ACER3 ACTB ACVR2A ADAM11 ADAM12 ADAM22 AFF4 AHR AK2 AKAP12 AKTIP ALCAM ALDOB ALG10B ALG6 AMOTL1 ANAPC7 ANKRD12 ANKRD42 ANP32E APC AQP4 ARAP2 ARF6 ARHGEF38 ARID1A ARL5A ARPC5 ASAP2 ATAD2 ATE1 ATMIN ATP10D ATP12A ATP8B1 B3GNT2 BBX BICRA BIRC6 BMF BMPR2 BRWD1 BTG1 BTLA C11orf87 C12orf50 C1QTNF7 C1orf21 C5orf24 C9orf57 CACNA1C CADM2 CALHM2 CALU CAMSAP2 CAND1 CARF CASK CBFB CCDC34 CCDC62 CCL15 CCNC CCNJL CD164 CD302 CDC14A CDC26 CDH19 CDS1 CENPN CEP19 CEP63 CFAP206 CFL2 CHMP2B CISD1 CKAP2L CLASP2 CLOCK CLU CMKLR2 CMPK2 CNKSR2 CNOT6L CNOT9 COL27A1 CP CPNE3 CRADD CREB1 CREBRF CRISP3 CRISPLD1 CSNK1A1 CSNK1E CTAG1A CTAG1B CTDNEP1 CTDSPL2 CTNND2 CTSV DCP1B DCUN1D1 DCUN1D3 DCUN1D4 DENND5B DHX33 DIPK1B DISC1 DIXDC1 DNAAF9 DNAJB2 DNAJB9 DNAJC21 DPH3 DTNA DUSP6 DUSP8 DYNC1LI2 DYRK2 EEF1A2 EGLN1 EIF1 EIF1AX EIF2AK3 EIF4E EIF4G2 ELFN2 ELK3 ELL3 ELMO1 ELP3 ENC1 EPC2 EPCAM EPM2AIP1 EPS8 ERCC8 ESRP2 EVI5 EYA3 FAHD1 FAM199X FAM76A FAM83B FAT3 FBXO22 FBXO8 FBXW7 FCER1G FGD6 FGF1 FGF7 FIGN FKBP1A FKBP4 FMN1 FMR1 FOXO3 FRMD5 FSTL5 FUBP3 FXR1 GAB1 GABPA GABPB1 GABRG2 GALNT11 GALNT3 GALT GCLM GEN1 GFI1 GFPT1 GID4 GIGYF2 GINS1 GLCE GLIS1 GLIS3 GMCL1 GNAI2 GNAT1 GNB5 GNPTAB GOLM1 GPC6 GPD2 GPM6A GPR12 GRB10 GSAP H2AZ1 HDAC2 HERPUD1 HGF HIVEP2 HOXC6 HS6ST2 HUS1 HYCC1 HYCC2 ICMT IDS ILDR2 IMPG2 INO80D INPP5B INPP5F INSYN1 IRF2BP2 IRS1 ITGA2 ITGA8 ITPR1 KBTBD7 KCMF1 KCNC1 KCNH7 KCNJ13 KCNJ15 KCNJ2 KCTD1 KCTD12 KCTD9 KDM1B KDM6A KHDC4 KIAA0408 KIRREL2 KLHL11 KLK2 KRAS KRT10-AS1 LACC1 LAMB1 LANCL3 LARP4 LATS2 LCORL LCP2 LGR5 LHX3 LHX9 LIM2 LIN7A LIN9 LINC01517 LOX LPGAT1 LRRC58 LRRTM3 LSM14A LTA4H LTB4R LUZP4 LY75-CD302 LYRM2 LYZL6 MAGOHB MAP1B MAP3K9 MAP6 MAP9 MAPK10 MAPK13 MARCHF10 MARCHF6 MAST4 MASTL MATN2 MATN4 MBD2 MBNL3 MBOAT2 MCF2L MCFD2 MECOM MED14 MED29 MGAT2 MGAT4A MIB1 MINDY2 MINDY3 MKNK1 MMP24 MMS22L MNT MOGAT2 MRTFB MSI2 MTARC1 MTM1 MTMR7 MTPN MTURN MYLK4 NAA35 NAB1 NAP1L5 NBAS NDST3 NDUFAF4 NEBL NECTIN3 NEDD9 NEK4 NFASC NFAT5 NFATC1 NFIB NIPAL1 NKAIN1 NPY2R NR2C2 NR2F2 NR3C1 NRG4 NSA2 NSL1 NUDT16 NUDT5 OGFOD1 OPRM1 OSBPL11 OSBPL6 OSGIN2 OTUD4 P2RY1 PACRG PALM2AKAP2 PAPPA PAPSS2 PAX1 PAX3 PAXBP1 PCCA PCGF5 PCLO PCNX1 PDE3B PDE4D PDE7B PDGFC PDP2 PER2 PEX16 PEX5 PHACTR2 PHF20L1 PHIP PHTF2 PKN2 PKP1 PLA2G12A PLCL2 PLPP6 POGLUT3 POLD3 POLE3 PPP1R12A PPP3CA PRCP PRDM1 PRELID3B PRKAA2 PRKCE PRLR PRUNE1 PSD PSD3 PSIP1 PSME4 PTEN PTGES3L PTGR2 PTPN4 PWWP2A PYROXD1 QKI RAB27B RAB3IP RAB8B RABGAP1L RAP1A RAPGEF6 RARA RASGRF2 RB1CC1 RBM12 RBM43 RBMS3 RBMXL2 RC3H1 RECK RGS2 RGS7BP RHAG RILPL1 RMND5A RNF157 RNF168 RNF180 RNF216 RPE RPEL1 RRAS2 RRM2 RRM2B RUNX3 RWDD1 SAMD12 SAPCD1 SAR1B SCAI SEC24D SEC61A2 SEC63 SEL1L SENP6 SEPTIN10 SEPTIN14 SEPTIN8 SERINC5 SERTAD2 SERTM1 SGIP1 SGMS2 SH3D19 SHISA9 SHOC2 SHROOM4 SKIL SLC17A8 SLC23A2 SLC24A2 SLC25A21 SLC25A31 SLC25A32 SLC25A33 SLC26A2 SLC26A7 SLC30A4 SLC30A7 SLC39A14 SLC4A4 SLC4A7 SLC6A15 SLC9A2 SLF2 SLITRK4 SLITRK5 SLK SMAD4 SNAP25 SNAP29 SNRNP27 SOGA3 SORCS1 SOX11 SP4 SPAG16 SPG11 SPPL3 SPRED1 SPRY4 SPTLC2 SREK1 SRGAP3 SS18 SST STK17B STK39 SUN1 SYK SYNPO2 SYTL5 TACC1 TAF5L TAOK1 TARDBP TATDN3 TBX21 TCAF1 TCTN1 TENT5A TESK1 TFDP2 TFEC THOC1 THOC2 THPO TIPARP TLL1 TMBIM6 TMED2 TMED5 TMEM131 TMEM178B TMEM181 TMEM30B TMEM64 TMEM68 TMOD1 TNFRSF19 TNIK TNKS2 TNRC18 TNRC6B TOMM20 TOX TPTEP2-CSNK1E TRABD TRAF6 TRAM1 TRIM14 TRIM5 TRIM61 TRIM71 TRPS1 TSC22D2 TSHR TTC30A TTC39A UBE2D3 UBE2H UBE3C UCHL5 ULK2 UNC13C UNC5D UPF1 UQCC2 USO1 USP16 USP34 UTY VAPA VGLL1 VIM VKORC1L1 VPS26C VTCN1 VTI1A WDFY3 WDR75 WNK3 YAF2 YES1 YIPF4 ZBTB2 ZBTB20 ZBTB41 ZBTB46 ZC3H11A ZEB2 ZFHX3 ZFHX4 ZFP64 ZFX ZFYVE16 ZIC3 ZNF317 ZNF430 ZNF514 ZNF559 ZNF687 ZNF706 ZNF737 ZNF831 ZSCAN26 ZSWIM1 ZYG11B ZZZ3 MIR4329 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4329 ABL2 ACTN4 ARHGAP30 ARHGAP6 ATAD2B ATF3 ATG5 BCAT1 BEST3 C8G CACNA1G CADM1 CNST COL14A1 CSTF2 CTBP2 CUL3 DACT1 DOCK2 DPY30 EPSTI1 FABP7 HLA-DPB1 HSF2 IER3IP1 ING1 KHNYN KLF12 LEMD3 LRP12 LRRC7 MBP NAA15 NCCRP1 NEXMIF NUP153 PDZRN4 POMT2 PPP2CA PSME4 PTGR3 RASEF RASSF1 RCBTB2 RICTOR RNF166 RS1 SDC2 SEC14L1 SHOC1 SIAH3 SLC25A24 SLC44A1 SLC6A16 SMIM17 SPDYE5 SPDYE6 STARD3NL STK39 TENM3 TEPSIN TLL1 TLN2 TMEM47 TOP2B TRIM26 TSPAN9 TSSK1B UBFD1 UCP2 UNC5C WNT16 XBP1 XIAP YWHAE ZC3HAV1 ZFP36L2 ZNF135 ZNF706 MIR432_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR432_3P ACTBL2 ADAM12 ASZ1 ATL2 BEAN1 BMP7 C1orf43 CAPZA1 CDH6 CEP85 CFAP107 CNDP1 DRP2 DYNLL1 ERBB4 ESR1 FAM169BP FSHB GABRR2 GPM6A GSE1 GSG1L GTF2I HECW1 HECW2 HLA-DMB HOXD10 HTR4 ILDR2 KRTDAP LAMC2 LARS1 LYST MBNL3 MTDH NPAT OSBPL3 PCGF3 PCLO PDK3 PEG3 PLBD2 PXN RBFA RNF157 RNF217 RSPO1 SFR1 SH3KBP1 SH3TC2 SHISA5 SMURF1 SNX3 SP1 STK32C SYT2 SYTL5 TM9SF3 UBR1 VWA8 XKR4 YPEL2 YPEL5 ZBTB20 ZDHHC18 MIR432_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR432_5P AAR2 ABHD15 ABHD6 ADAR ADCK1 ADTRP AGO1 AMD1 ARL5B ASPH B3GNTL1 BACE1 BPGM CACNG4 CASP14 CASP2 CAVIN2 CCR7 CDKL5 CDYL CELSR2 CLEC12B COL4A5 CPEB2 CX3CL1 CYB5D1 DAZ2 DAZ3 DCPS DEFB110 DHRS7 E2F3 EDA2R EMX2 EPHB2 ERBB4 FAM107B FBXW7 FKBP14 FKBP7 FMO4 FN1 FNTB GABRA5 GIGYF2 GPAM GRAMD2A HMG20A HSDL2 IL7 KCNN3 KLRK1 KRTAP19-6 LASP1 LRRC1 MAN1A2 MAP3K13 MBNL2 MEAK7 MLLT6 MPP7 MRPL34 MTX3 NFAT5 NR1D1 ONECUT2 PALM2AKAP2 PDGFB PGBD4 PIK3CB PLK3 POLI PPP1R3E PRIM2 PRKCB PURA QSER1 RGS7BP SH3TC2 SLCO6A1 SLF2 SPRED3 SPTB SPTY2D1 TBC1D22B TENT5C THUMPD1 TLN1 TMEM242 TOX4 TP53AIP1 TP53TG3 TP53TG3B TP53TG3C TP53TG3D TUBB TUBGCP4 UCK2 UTP23 WDFY3 XPNPEP2 ZCCHC14 ZNF155 ZNF280C ZNF621 MIR4330 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4330 ABCC2 AGR3 AGTR1 ARFGEF1 ASIC1 ATP8B1 B3GALT1 BAG4 BEX3 BICD2 C18orf32 C1orf116 CCDC172 CCN1 CELSR2 CKMT2 CLOCK COL12A1 COL25A1 COL5A3 DNAJC11 EIF4EBP2 EPHX4 FAM222A FAM228A FBXO33 FOXA1 FUT8 GALNS GAS7 GDPD1 GFOD2 GIPC3 GPR160 GYS1 HERPUD2 HMMR INSR IRGQ ITGB3 KCNK1 KDELR2 LIPG LYN LYVE1 MARCHF6 MATR3 METTL13 MTMR3 MYNN MYOT N4BP3 NCBP2 NDST3 NEFL NFAT5 NPAS2 NR1D2 NRXN1 NUDT21 OGN OXSR1 PATE2 PCDHB7 PHLPP1 PLXDC1 POGLUT3 PTPN3 PTPRT RNF138 RNGTT RPL17-C18orf32 RPS3A SMIM10 SPIB STK40 STT3B TCF20 TMEM230 TRIOBP UBE2D3 UBE3C UGT3A1 ZBTB20 ZCCHC7 ZNF655 ZNF764 MIR433_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR433_3P ACP1 ADAM18 AHR ANKRD12 AP3B1 ASAP2 ASPH AZIN1 B4GALT3 BCAT1 BPTF C1QC CAP2 CARNMT1 CCAR1 CCDC138 CD300LF CDK17 CEP135 CEP57 CFHR3 CHD6 CHD9 CLCN3 CLINT1 CLIP1 CLTC CREB1 CSPP1 CYCS CYP1B1 DKK1 DPYSL2 DTD2 ENY2 EPHA7 EPRS1 F13B FBXW7 FERMT2 FOXN3 FPR3 GAN GASK1A GCLC GFRA1 GOT1 GXYLT1 HECW2 HNMT HOOK3 HOXA1 IGFBP1 KDM3B KRAS KRT20 LAMC1 LIMD2 LIN7C LRRTM2 LYG2 MAPK6 MAPK8 MARK3 MFAP5 MIER1 MMD MOB1B MSL2 MYH9 NAGA NCOA2 NMI NMT2 NR2F6 OMA1 ORC5 PGR PLCXD3 PLD1 PRKCB PRKG2 RAB23 RAD21 RBM11 RECQL RHOQ RIOK3 SASS6 SEMA6A SESN3 SESTD1 SGMS2 SH3BGRL SLC17A5 SLC25A46 SMC4 SMG1 SMIM19 SNTG1 SOX6 ST3GAL2 ST6GALNAC3 STARD3NL STYX SUCNR1 TACR1 TASOR TBC1D19 TENM1 TIA1 TMEM33 TMPO TNRC6B TNRC6C TOP1 TRPA1 TTC13 UBE2D2 UHMK1 VWA5A WTAP WWC3 YWHAG ZC3H6 ZNF302 ZNF354C ZNF439 ZNF440 ZNF563 ZNF567 ZNF700 ZNF704 ZNF763 ZNF844 ZNF91 MIR433_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR433_5P ARID2 NT5C3A RPAP2 SKI TGS1 TPO ZFHX4 MIR4418 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4418 ACBD3 ACLY ACSL6 AFF3 AGFG1 ANKMY2 ANKRD50 ANLN ARF6 ATAD2B ATP11C ATP9B ATXN7 BCL11A BTG1 C2orf73 C5orf24 CALD1 CAMK2D CAMTA1 CCNJ CCSER2 CD200R1 CDC14A CELA1 CHRNE CKLF COL6A6 CORO1C CSMD2 CSTF2 CTNNB1 DCLK1 DENND6A DOCK3 E2F7 EHD4 EIF1B EIF4E2 EIF5B ELOC ELP3 EPB41 EPHA6 FAM168B FGF2 FIGN G3BP2 G6PC1 GALC GATB GFOD1 GID8 GMFB GPALPP1 GPM6A GPR85 GTF2IRD2 GTF2IRD2B HACD3 HSPA9 HYCC2 IGF1R INO80D IP6K3 IPO8 IQCH JARID2 KDM4A KHDC4 KIAA0232 KIF5C MED13L MED28 MGAT4A MPC1 MXRA5 NCAM1 NES NFAT5 NHEJ1 NLGN1 NOS1 NUDT7 OCM OCM2 OGG1 P2RY10 PAFAH2 PGRMC1 PICALM PIEZO2 PIP4K2B POGLUT2 POLR3F PPM1F PSIP1 RAB11A RAB37 RAP2C RETREG1 RHOT1 RNGTT RTKN2 SCAMP1 SERTAD2 SHISA9 SHROOM1 SINHCAF SLC1A1 SLC25A38 SLC25A5 SLC2A10 SLC38A2 SLC38A9 SLC9A7 SMC2 SNX27 SPOPL SYNGR2 SYNJ2BP TARDBP TDG TENM1 TMEM209 TMEM26 TNFRSF19 TNPO1 TOGARAM1 TRAK1 TRAPPC2 USP15 WDFY1 WDR82 ZFAND5 ZHX1 ZNF423 ZPLD1 MIR4420 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4420 ABI1 ACO1 ADCY6 AEBP2 AGPAT5 ANKRD42 ANKRD44 ANXA4 APH1B ARHGAP42 ARHGAP5 ARID1A ARID1B ARIH1 ARL5B ARPC5 ASB15 ASPH ATAD1 ATRX ATXN7L1 AUNIP BMAL2 BOD1L1 CALCR CCDC96 CCN1 CCSER1 CD3G CDC42BPA CDH20 CEP135 CHIC1 CKS2 CLTA CMPK1 CNKSR2 CPED1 CPOX CSDE1 CTXN2 CYP19A1 DDX3X DDX3Y DENND1B DKC1 DNAAF9 DNAJC18 DNAJC21 DR1 DTNA DUSP16 E2F5 E2F6 EBPL EIF1AX EIF3A EIF4E ELMOD2 EXOC5 F2R FAM104A FAM135A FAM20C FAM217A FBXW11 FGFR2 G3BP2 GNA13 GORAB GRM5 GUCY1A2 GUF1 HECW2 HMCN1 IGSF22 IKZF2 ILF3 ITGB1BP1 KCNAB1 KIF5B KLF12 KMT2C KPNA1 KRT85 LACC1 LINC02694 MAMDC2 MAP1B MAP9 MAPRE1 MATR3 MBNL3 MCCC2 MECOM MED12L MED13 MED27 METTL4 MEX3B MOB1B MRPS7 MTCL1 MTMR3 MYH10 NAV3 NCBP2 NECAB1 NEGR1 NETO1 NKAIN2 NPM1 NR2F2 NR3C1 ODAD2 ONECUT2 OSCP1 OTULINL PCDH19 PCMTD1 PIAS2 PLCXD3 PLXNA4 POLR2M POU2F1 PPP4R3B PRXL2C PTGER2 PTGS1 PTP4A2 PTPRG PURA RAB28 RAP2C RIMKLA RIMKLB RNF152 RNPC3 RO60 ROR1 RPL7L1 RYK SCML2 SCN3B SEL1L SEMA3C SKIDA1 SLC1A2 SLC30A8 SMARCC1 SMCO4 SMIM10L1 SMURF1 SNTG1 SNX30 SOWAHB SP4 SPTBN1 SPTSSB STK17A TAF5L TAOK3 TASP1 TBC1D9 TBCA TCF7L2 THNSL1 THRB TIPARP TM9SF3 TMCC3 TMEM170B TMEM26 TNRC6B TRA2A TRIM23 TRPC6 TSC1 TTC39C TUSC3 TUT7 UBQLN2 UFM1 UNC5D UPF3A USP46 VSNL1 WBP11 WDSUB1 XBP1 XPNPEP1 YWHAG ZBTB20 ZDHHC17 ZHX1 ZIC3 ZMYM6 ZNF275 ZNF280D ZNF37A ZNF544 ZNF804A ZNF827 MIR4421 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4421 ACACB ACKR2 ADRB1 ANO6 ARL17A ARPC1A BACE1 C8orf76 CAPRIN1 CCDC141 CCDC24 CD300E CDC40 CLMN CLN8 CNOT4 COL19A1 DBNDD2 DMRTC1 DMRTC1B DTD2 EEF2KMT EMX2 ENOSF1 EPO FGF13 GALNT13 GLG1 GMCL1 HAUS2 HIPK3 HNRNPUL2 KCNB1 MAP2K4 MLPH MPZL3 NRXN3 PDE11A PIAS2 PRXL2C PTPN7 RTP1 SEC23IP SH3TC2 SLC24A2 SRFBP1 SRSF1 TBC1D7 TMEM170B TNPO3 TNRC6C TRIM8 VWA8 WDHD1 ZNF26 MIR4422 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4422 AAK1 ABCB11 ABCF2 ABHD17B ABHD17C ABLIM1 ACSL4 ACTC1 ACTL6A ACTR2 ADCY3 ADD3 AFAP1L1 AFF2 AGAP1 AKTIP ALCAM ANKRD40 ANLN ANXA4 AP4S1 APAF1 API5 APP APPL1 ARF6 ARFGEF2 ARHGAP12 ARHGAP26 ARHGAP5 ARMC8 ARPC1B ASAP2 ASIC2 ATE1 ATF3 ATP1B1 ATP2B1 ATP7A ATP8A1 ATXN1 ATXN3 AVPR1A B4GALT5 BACE1 BAHD1 BBX BCL11A BMPR2 BOLL BRD1 BRWD3 C3orf33 C5orf24 CACNA1E CACNA2D1 CACNB4 CACUL1 CADM2 CALML4 CAMTA1 CBLB CCDC121 CCDC152 CCDC186 CCPG1 CCSAP CD200R1 CDC27 CDH8 CDK6 CDKN2AIP CDKN2D CDR2L CELF2 CENPBD1P CEP41 CERT1 CFL2 CHEK1 CHST1 CILP2 CLCN4 CLDN8 CLPX CLUAP1 CMTM6 CNOT6 CNTN1 CNTN4 CNTNAP2 CNTNAP3 CNTNAP3B COG3 COL24A1 CORO2A CPA3 CRABP2 CREB1 CSDE1 CSMD3 CSNK1G2 CSRP3 CTBS CTNND1 CUL3 DCBLD2 DCDC2 DCP2 DCUN1D1 DICER1 DLG3 DMD DNAJC12 DNAJC21 DPY19L4 DSG1 DYNLT3 DYRK2 ELAVL1 EPHA5 ERAP1 ETNK1 EXPH5 F3 FAT3 FAT4 FBXL3 FBXL4 FBXL5 FBXO11 FBXO38 FGF7 FGF9 FHIP2A FIGN FLII FOXJ2 FRAS1 FRS2 FSTL5 FUBP1 FXN FYTTD1 GABPB1 GABRA1 GAS2 GCA GLS GPAM GPATCH2L GPBP1L1 GPCPD1 GPR158 GPR180 GPR82 GRAP2 GRSF1 GSAP GTF2A1 GUCY1A2 HDAC2 HDAC7 HDAC9 HECW2 HGH1 HIPK1 HNRNPR HOXD8 HSPA4 IGF2BP3 IL6ST ILF3 ING3 INHBB INTS2 IRF2BP2 IRF2BPL ISCA1 ITM2A JAZF1 KAT2B KBTBD3 KCNB1 KDM1B KIAA1217 KIF1A KIF20A KLHL11 KLHL2 KLHL20 KRAS KRT4 LDB2 LHFPL1 LIN7C LRIG3 LRRC59 LUC7L3 LYPLA1 LYSMD3 MAPK1 MAPK8 MARVELD1 MBD5 MBNL2 MCTP1 MEGF10 MEMO1 MFAP3L MMS22L MOSMO MPPED2 MPZL2 MTFR1 MTSS1 MYO1C MYT1L NAA20 NCAM2 NCOA3 NDST3 NECTIN3 NEK7 NFAT5 NFATC2 NRBF2 NT5DC1 NTNG1 NUFIP2 NUP50 OCLN OPCML OSER1 OSTF1 OXR1 PACSIN2 PAG1 PAIP1 PARPBP PCDH15 PCDH17 PCGF3 PCNX1 PDE12 PDP1 PDZD8 PDZK1 PEX7 PGM2L1 PHACTR2 PHF3 PHLDA1 PHLPP1 PIK3R1 PIP4K2A PITPNC1 PJA2 PLD5 PLEKHM3 PLXDC2 POF1B POU3F2 PPAT PPM1B PPP1R12A PPP1R2 PREX2 PRKAR1A PRKCE PRPF4B PRR32 PSD3 PSMG4 PTPN3 PTPRR QKI QSER1 RAB11FIP2 RAB27B RAB39B RAB3C RABGAP1L RALGPS2 RAPH1 RASA1 RASEF RASSF8 RAVER2 RBL1 RBM12 RBM48 RBMS1 RBMXL2 RBMXL3 RBPMS RCC2 RCHY1 RCOR1 REST RFPL2 RFPL3 RHOT1 RLIM RMND5A RNASEH2B RND3 RNF149 RNF32 ROCK1 ROCK2 RRAGD RSBN1 RSPO2 RUFY2 RUNDC3B RUNX1T1 RYK SAMD8 SAMD9 SCN3A SEH1L SEMA6D SEPTIN10 SERINC1 SETD3 SETD7 SFRP1 SGPP2 SH3TC2 SHROOM3 SKA3 SLAIN1 SLC10A7 SLC12A5 SLC24A2 SLC25A32 SLC2A13 SLC35F1 SLC4A7 SLC6A1 SLIT2 SLIT3 SLITRK4 SLK SLMAP SMAD2 SMAD4 SMARCAD1 SMG1 SMPD3 SNRPF SNX13 SNX3 SNX30 SOSTDC1 SPEF2 SPOPL SPP1 SPRED1 SPRYD7 SREK1 SRSF6 SSBP2 SSBP3 SSPN ST13 STAG2 STRIP2 STRN3 SUGT1 SUMF1 SUN1 SWT1 SYNE2 SYT14 SYT4 TAB2 TAF12 TAOK1 TARDBP TBCEL TCERG1 TDP2 TET2 TET3 TFB1M TFDP2 TFPI THBS1 TIAM2 TLE4 TM9SF3 TMEM101 TMEM17 TMEM170B TMEM178A TMTC3 TMTC4 TNRC6C TOLLIP TOR1AIP2 TP53INP1 TP63 TP73 TRAM1 TRAM2 TRIM2 TRIP11 TSPAN2 UBE2D3 UBE2W UBL3 UBN1 UBQLN1 UBR2 UGCG ULK2 UQCRC2 USP45 UTP23 VSTM2A WDHD1 WDR20 WNK3 WWTR1 YBX3 ZBTB10 ZBTB11 ZBTB18 ZBTB20 ZBTB41 ZBTB44 ZBTB5 ZCCHC4 ZDHHC1 ZDHHC21 ZFHX3 ZFYVE21 ZNF22 ZNF322 ZNF608 ZNF630 ZNF677 ZNF678 ZNF704 ZSWIM6 MIR4423_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4423_3P ABCC9 ADAM10 ADAMTS5 ADRA2A AFF3 AHCTF1 AMER1 AMOT ANKFY1 ANKHD1 ANKRD29 ANKRD34C ANKRD40 ANKRD50 AQP3 ARL8B ATRN BLOC1S5 C2orf88 CADM2 CCDC141 CCDC71L CCNK CD84 CDH9 CDK19 CNOT6L CPSF4 CTNND2 CYYR1 DAG1 DIP2A DNAAF5 EAF1 ELOVL5 EPB41L5 FMNL2 FNDC3B FRS2 FSD1L FUT8 GAB1 GAB2 GAN GIT2 GJA1 GK5 GNA13 GOLGA6C GPC6 GRAMD1B GRIN2A HADHB HCN1 HSD17B10 HTR7 IFI16 ITPR2 JADE3 KAT2B KCTD20 KCTD9 KIF1B KIF5B KLF5 KPNA4 LANCL1 LIFR LRRTM2 MESD MTMR10 MTUS2 NIPSNAP2 NPAT NPY1R NR3C1 NR4A2 ONECUT2 OSBP2 PAQR3 PATL2 PDSS1 PHF13 PIK3C2A PLAG1 PMPCB POLR3G PPM1E PPP1R2 PREPL PTGES3L PYGO2 RAB3C RGS4 RTKN2 RYR3 SCN3A SEC11A SEC24D SGMS2 SHISA6 SIX1 SLAIN1 SLAIN2 SLC35D1 SLC38A2 SLC44A2 SLIT1 SLK SNX13 SOCS5 SP1 SPTBN1 STK26 STON2 TCF3 TDGF1 TIMM8A TMEM263 TMEM47 TPPP3 TRIB3 TRIM23 TRIM66 UXS1 VAT1L WIPF3 WNK3 ZNF449 ZNF518A MIR4423_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4423_5P ABCG8 ANAPC16 BDNF CD226 CDNF CEP20 CNOT6 FGF9 FIP1L1 FNDC3A FOXC1 GLIPR1 GPM6B GPR85 KCTD18 KCTD4 LATS2 MEF2C MEGF10 PHF20L1 PKD2L2 RND2 SH3BGRL3 SMARCB1 STC2 TMED7 USP30 ZC3H12C MIR4424 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4424 ACER2 ADD3 AFF4 AGPAT3 ARHGEF33 ARL13B BLTP3A BRCC3 BTBD1 C11orf96 C2CD6 CADM2 CALCR CCNJ CENPI CHRDL1 CNOT7 CNTN1 CPEB4 CREB5 CTCFL CTLA4 DIP2B ENPP1 EPHA3 ERBIN FASLG FNDC3A FUCA2 GABPA GATAD2B GBP2 GHR GLIPR1L1 GLUL GNPDA2 GOLGA6L10 GPC6 GRB2 GRIN3A GUCY2C HDX HNRNPLL IRF2 KIF2A KLF7 KLHL23 LDB3 LDLRAD3 LECT2 LRRN1 LYSMD3 MAN1A1 MKX MON2 MS4A6A MZT1 NARS1 NDRG3 NECAP2 NKAIN1 NPAT NR2C2 NRIP1 ODF2L OPRM1 PDK4 PHAF1 PHF20L1 PIK3C2A PKHD1 PKP2 POLG POLR3F POU2F3 PTPN20 PYCR2 RAB10 RAB11A RABEP1 RRAS2 RTKN2 SC5D SEC14L1 SEC61A2 SEMA3A SH3GLB1 SLC1A1 SLC28A3 SLC2A14 SLC38A9 SLC39A14 SLCO4C1 SMARCAD1 SMPDL3B SOX10 SPRED1 SRPK1 STARD3NL STARD4 STXBP6 TAB3 TAF4 TAGAP TFDP1 TMCC1 TMEM100 TMEM212 TNFSF8 TRMT13 UHRF1 USP1 USP38 USP9X VCAN VIP WAPL WDR11 ZFHX4 ZNF160 ZNF322 ZNF572 ZNF577 ZNF827 MIR4425 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4425 ADAMTS5 ARHGAP44 ATAT1 ATP2B1 ATP8A2 BSDC1 CCDC92 CCNT1 CDV3 CENPV CFAP44 CHD1 CHMP1B CHST9 CKAP2L CNP CTPS2 CXADR CXXC4 CYP4X1 DCTN5 DENND6A DR1 DTX4 EPPIN ERVV-1 FAM172A FNDC3A FOXA1 FOXA2 GABRB3 HAPLN1 HIVEP3 IL13RA1 IPO13 KCND1 KCNH4 KCTD18 MACF1 MARVELD3 MEX3C MREG MUC7 MYEF2 MYO5A NAPG NFASC NOL6 NSD1 PALM2AKAP2 PCDH7 PDZD2 PEAK1 PEG3 PHAX PLEKHS1 POLR3B PPM1D PRDM1 PRR3 PUM2 RAB3B RASAL2 RB1CC1 RNASE9 RRM2B SCG2 SECISBP2L SERPINF2 SH2D1B SH3D19 SLC25A12 SLC36A3 SNX19 SRP19 STAU1 STC1 STXBP5L TMEM14B TMEM39B TP53RK TPO TRPS1 UBE2Z URI1 UST VPS13A VWA5A WDR33 MIR4426 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4426 ABCC10 ACOX1 ACVR2B ANGEL2 ARID1B ARID3B ARL8B ATF7 C11orf71 C2CD5 CACNB4 CCDC85A CCSER2 CD24 CDK5R2 CETN3 CLEC2A CNOT9 CNTN4 COL1A2 CSE1L DCBLD2 DEFB132 DHFR DISC1 DNAJA2 EFHC2 EIF1AX EIF4E ENAH ENPEP ESRRG FAM120C FAM168B FAR1 FBLN1 FBXO32 FBXO33 FBXW8 GABBR1 GALK2 GAREM1 GARNL3 GCNT1 GOLGA6L1 GOLGA6L6 GPR180 GRIA4 GSK3B GTF2A1 HDAC2 HNRNPR HTR1F IFIT1 IHH IL2RA INO80D ITGAD KAT6A KBTBD8 KCNG3 KIF2A KNCN L3MBTL4 LAMC2 LCORL LNPEP LRFN5 LRRC58 MAPK9 MMP8 MTCL1 MTMR4 MYORG N4BP2L2 NEDD9 NEXN NME9 NONO OGFRL1 OPA3 PBX2 PCGF5 PCID2 PCNX4 PDCD10 PDS5B PER2 PHC3 PHF14 PIGW PLCB1 PLCH1 PLEKHG2 PRICKLE2 PRPH2 PRR27 PTPRT RAB14 RABL3 RANBP9 RASA1 RASAL2 RELL1 REV1 RIC8A RIPOR2 RNF170 RNF38 RPS23 SCYL2 SELENOV SH3BP2 SH3PXD2A SH3TC2 SLC16A1 SLC22A2 SLC9B2 SNX13 SOX6 SSBP2 ST6GALNAC3 STAU2 STON2 STRN3 TET2 TMEM26 TMEM65 TMOD2 TOB1 TRPC5 TRUB1 TSLP TSPAN32 UBR2 UBXN2B UBXN8 USP38 USP47 VPS4A WDFY3 WDR83 ZDHHC15 ZFP64 ZMYM3 ZNF333 ZNF655 ZNF716 ZNF749 MIR4427 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4427 ABCB10 ABCG2 ABL2 ACKR3 ADAMTSL3 ADARB1 ANKRD17 ANKS1A ARHGAP36 ARID1A ARID1B ARID4A ARMC8 ATAD5 ATP6V1FNB B3GALNT2 B4GALNT4 BBX BCCIP BDNF BEND7 BFAR BNC1 BTAF1 C1QTNF9B C1orf74 C2orf69 CACNA2D1 CADPS CASP7 CAVIN2 CBR4 CCNG2 CDC20B CDC40 CEACAM1 CEP57 CFAP90 CFAP97 CFH CFHR1 CGN CHM CHMP4B CIT CLMP CLOCK CNOT9 CNTD1 COBLL1 COX11 CP CRELD2 CYCS CYTH3 DCP2 DENND4A DGKE DNPEP DTWD2 EFCAB13 ELAVL2 ENOPH1 ENPEP ENSG00000266560 EPB41L4B ERRFI1 EYA4 FAM111B FAM169A FAM177A1 FBXO11 FBXO30 FCHO2 FIGN FNDC3B FOXN1 FPR2 FUT9 FZD3 GABRA4 GDAP2 GID4 GNS GOLIM4 GOLT1B GPATCH2L GRPEL2 GSKIP GUF1 HAND2 HAPLN1 HEG1 HEY2 HS2ST1 HS3ST5 IL6ST JADE1 JAG2 KALRN KCTD12 KIAA0232 KLHL24 LGALSL LHFPL5 LIN9 LNPK LRRTM3 MACF1 MAGEA12 MAGEA2 MAGEA2B MAGEA4 MAGEA5P MAGEA6 MAGEB16 MAML3 MARK1 MBNL1 MBNL2 MEA1 MEF2A METTL13 MOCS3 MSI1 MXI1 NCAPG NDEL1 NDP NEUROD6 NIPAL1 NKAIN2 NR2F2 NRG3 NRK NUFIP2 OLAH OR51E1 PACSIN2 PAK3 PALLD PANX1 PAX7 PBX1 PCBD2 PCDH9 PCSK1 PCSK2 PDCD7 PDE4D PIGX PM20D2 PMAIP1 PNISR POU3F3 PPM1B PRR27 PRRC2C PRTG PTBP3 PUM2 RALGPS1 RAPH1 RASSF3 RB1CC1 RBM46 RFX7 RIMOC1 RNF14 RNF217 RNF4 RNF6 RPS20 SANBR SCML1 SEM1 SFXN1 SHE SLC10A7 SLC17A3 SLC24A2 SLC2A1 SLC38A1 SLC38A2 SNRK SNX9 SOCS3 SORBS1 SPHKAP SPTLC2 SPTY2D1 SRSF1 SSBP2 STRN SUCO SUPT6H SYCP1 SYTL5 TANC1 TARDBP TBC1D13 TBC1D4 TCAF1 TET3 TFAP2A TGFBR1 TMEM167A TMEM168 TMPRSS11B TNPO1 TNRC6B TOB2 TRAPPC13 TRIO TSPAN12 TSPAN9 TXLNG UBE2E1 UBE2K UBE2W UBE3D UBR3 UBXN2B VAPB VAT1L VCPIP1 WDR20 YIPF6 ZBTB2 ZC3H12A ZDHHC21 ZEB2 ZFY ZMIZ1 ZNF250 ZNF395 ZNF521 ZNF678 ZNF81 ZNRF2 ZPBP MIR4428 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4428 AAK1 ABCB5 ABRAXAS1 ACLY ADAR ANKRD52 AP3D1 ARMS2 ARPP19 ASTN2 ATP6AP1 ATP8B2 BCDIN3D BCL9 BRK1 BTN2A2 C2orf49 C6orf62 CADM2 CCDC34 CCDC88A CCNY CCT8 CD1C CDCA8 CEP170 CEP41 CHCHD3 CHD4 CKMT2 CLCA2 COX7A2L DCAF12 DCAF7 DGKK DLG1 DLGAP1 DNAJC24 EGR3 ENTPD1 EPHB1 EPM2AIP1 ESRRG FAM78B FAM98A FBXW11 FUBP3 GABRA6 GLP2R GNB3 GPX6 GTF2E1 HEMGN HERC3 HIVEP3 IGDCC4 INO80D KAT6A KLF7 KLF9 KLHDC7A KLHL13 KLHL9 KRR1 LAMA4 LCE1E LCE2D LIX1L MAP2K4 MATCAP2 MECP2 MED28 MESP2 MIB1 MS4A2 MSH4 MSI2 NCBP1 NEB NUFIP2 OR51E2 PAK2 PARP9 PBX1 PDGFC PFN2 PIGN PNPLA4 PPFIA2 PRRC2B PTGES3 RAB11FIP2 RELN RHOG RNF157 RNF217 SCN1A SF1 SH3TC2 SHFL SLC17A8 SLC66A1L SLC7A7 SON SOSTDC1 SPRY3 ST8SIA6 STK39 SUPT16H SUPT7L SYNGAP1 SYTL5 TBC1D5 TCF7L2 THAP9 TMEM273 TMEM33 TMEM80 TPCN2 TPM3 UBE2Q1 XYLT1 YIPF6 ZBTB41 ZCCHC2 ZFP91 ZNF275 ZNF644 ZNF84 ZSCAN16 MIR4429 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4429 ABCC5 ABHD13 ACBD3 ACOT7 ACTL6A ADAL ADAM28 ADCY3 ADIPOR1 AFF4 AGFG1 AGPS AK4 ALOX12 ANKRD13A APPL1 ARF1 ARFIP1 ARHGAP5 ARL8B ARMCX2 ARPP19 ATF7IP2 ATG14 ATL3 ATP11A BAZ1A BHLHE41 BLCAP BLOC1S5 BMPR1A BNC1 BNIP3 BOD1L1 BRWD3 C6orf118 CANX CAPRIN1 CD274 CD74 CD96 CDH2 CDH20 CDK13 CDK6 CDKL5 CEMIP2 CERT1 CFLAR CNKSR2 CNOT6 CNOT6L CNOT7 CNTNAP5 COMMD3-BMI1 COPS2 CPD CPEB3 CPED1 CREB5 CUX1 CXCL14 CXXC4 CYLD CYP1A2 CYTH1 DCBLD2 DCC DCP1A DDX54 DHDDS DISC1 DLX1 DMXL1 DNER DSCC1 DTNA DUSP16 DYNC2H1 EFS EIF2D ELL2 ELOVL6 EMILIN2 ENTPD4 ENY2 EOGT ERMN ESRRG ETV1 EXO1 EYA1 FAM117B FAM91A1 FEM1B FHIP2A FIGN FLRT3 FOXQ1 FRRS1L GABPB2 GABRP GCG GNAI1 GNPDA2 GNS GOPC GPBP1 GPCPD1 GPRASP1 GRIK1 GSKIP GSPT1 GSPT2 GTF2A1 GTPBP2 GXYLT1 HADH HECTD2 HELZ HIPK3 HIVEP2 HSPA4 HSPH1 HYCC2 IDE IDS IGF2BP3 ING5 IPO5 IPO7 IRF6 ITGB1 ITPK1 ITSN2 JMY JPT2 KCNS3 KITLG KLF13 KLF5 KLHL15 KLHL36 LARS1 LHFPL3 LMO3 LRP6 LRRTM1 LZTS3 MAGI1 MANBA MAPK8IP3 MAPK9 MCL1 MDGA2 MEX3B MFSD14A MINDY2 MLF1 MLLT3 MPPED2 MTDH MTRF1 MXI1 N4BP1 NAA20 NABP1 NALF1 NAP1L5 NCK1 NEGR1 NETO1 NPAS2 NR2C2 NRN1 NRP1 NRXN1 NUFIP2 NXT2 ONECUT2 PAK5 PALLD PALM2AKAP2 PAN3 PBX1 PBX3 PCDH19 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 PCGF5 PCMTD1 PDE1C PDK1 PDZD8 PELI2 PFKM PHC1 PHC3 PHF1 PIGK PIK3CA PLEKHA5 PLPPR1 PLXNC1 PPM1B PPP1R3E PRKCG PRPS1 PTGFRN QSOX2 RAB14 RAB18 RAD21 RAI2 RASA1 RBBP6 RBFOX2 RBM24 RBMS3 RBMXL1 RBPJ RC3H1 RCN2 RELL1 RHOBTB1 RIOK3 RIT1 RNF138 RNF185 RP2 SATB2 SAV1 SAXO1 SDHD SEC63 SEMA3A SERF1A SERF1B SESN3 SGCB SH2B3 SH3GL1 SHCBP1 SLC25A36 SLC9A2 SMAP1 SMARCD2 SMNDC1 SNTB1 SOAT1 SOBP SOGA1 SPOPL SPPL2B STK26 TBC1D15 TBX4 TC2N TDP1 TENT4B TFAP2B TFCP2L1 TGOLN2 TIGAR TMEM108 TMEM255A TMEM47 TMEM64 TNPO1 TRABD2B TRIAP1 TRIM32 TSC1 TSHZ3 TUSC3 UBR3 UMAD1 USP25 USP46 UTP14C VDAC1 VEPH1 VHL WDR19 WWC2 YOD1 YWHAH ZBTB44 ZC3H7B ZDHHC3 ZKSCAN4 ZNF281 ZNF652 ZNF670 ZNG1E ZSWIM6 MIR4430 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4430 AAK1 ADCY1 ADPGK AGO3 ARGFX ASCC2 ATG13 ATOH8 BCL11A BLTP3B BMX CACNA1H CBX5 CCDC28A CCDC3 CFH CHD2 CLNS1A CLOCK CORO1C DDAH1 DGAT2L6 DIPK1B DISP2 DOK3 DPY19L1 DPYSL5 DUSP8 EFNB3 ELK1 EPS15L1 FAM222B FARP1 FCRLA FLNA FMC1-LUC7L2 GLS GLYCTK GOLGA1 GRAMD1B GRIN3A GRM4 GUCD1 HJV HSPB6 HYDIN IGF2BP1 IGFBP5 IREB2 KDM3B KLF6 KLHL42 KRT85 L3MBTL2 LUC7L2 MAP6D1 MBD2 MCUR1 MFAP1 MLEC MNT MPI MYEF2 MYL12A MYLK4 N4BP1 NECTIN1 NTRK3 OPA3 ORAI2 OSBP2 PDPK1 PEDS1 PHACTR4 PHLDB1 PITPNM2 PLEKHM3 PLXNA2 PLXNA4 POTEM POU2F1 PPFIA2 PPIL2 PPP1R3B PPP3R1 PRADC1 PSD2 PURA RARB RASGEF1A RERE RHOQ RNF43 RPP14 RPRD1A RSPRY1 SDC3 SDHAF3 SEMA6C SEPTIN3 SEZ6 SH3PXD2A SHROOM4 SIK2 SINHCAF SKP2 SLC26A2 SMPD3 SPOCK2 SPRED2 SSH2 ST3GAL1 ST6GAL1 ST8SIA5 STAMBP STK10 STUM SUSD6 SYT1 TACC1 TCP10L2 TECPR2 THAP5 TIMM23 TMEM248 TREM1 TRIM40 TRMT61A TSHZ2 TTBK1 UBOX5 UNC13D VASH1 WWC1 YY1AP1 ZDHHC22 ZDHHC7 ZFP91 ZMYND12 ZNF281 ZNF329 ZNF33B ZNF827 ZNRF3 MIR4432 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4432 ACSL1 AEBP2 AKT2 ANTXRL ARSJ BTBD8 CCDC198 CCNI2 CDYL2 CFAP65 CPA6 CYCS ELFN1 EPM2AIP1 FAXC GABRP GDF9 H2AZ1 HTR1D HYKK INPP5E KCTD8 KIAA1522 KLHDC7A LMX1A LPIN2 LRRFIP1 MDGA2 MFSD8 MON2 MTX3 NADK2 NCBP2 NOCT OLA1 OSBPL1A PCDH10 PCDH7 PCYOX1L PIGR PLAG1 PRKAR1A RAB5C RAD54L2 REEP1 RFPL1 RFPL3 RNF182 RSBN1L SKIL SLC33A1 SLC38A9 SLC7A6 SOX6 SRRM1 STAU2 TBC1D19 TESK2 TMC5 TXNDC16 UBE2E1 UBE2V1 VAV3 WASHC2A WASHC2C XPO4 ZBTB43 ZNF281 ZNF703 MIR4433A_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4433A_3P AHCYL2 AMBP ANKFY1 ANKS4B APOBEC3F ARL1 ATG3 C3orf70 CAMTA1 CCL17 CDC42BPB CEBPD CHGA CPNE4 DCX DMD DPP8 EEF1A1 ERI2 EZH1 FAM120A FANCD2OS FBXO33 FMO2 IFT140 ILKAP IRGQ MGST3 MLLT1 PDP2 PIBF1 PLEKHA5 PNPLA2 PRIMA1 PRM1 PRRG4 RAB3D RBM17 RTKN2 SEL1L SEZ6L SLC25A5 SLC39A3 SMUG1 SNX1 STAT2 STN1 SUMO1 TAT TBC1D14 TCERG1 TMC7 TP53INP2 UBE2E3 USP4 ZNF329 ZNF587 ZNF705D ZNF705EP ZNF80 MIR4433A_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4433A_5P AFG1L AGPAT1 AGPAT4 ARHGEF7 ARID5B ATF6B ATP7A ATP9A BRPF3 BTNL9 BTRC CD1D CENPN CLTC COX4I1 CPN1 CREBZF GALNT2 GRID2 HOMER1 IKZF1 KIF24 KRAS LHX1 MAPK10 MOCS2 NEDD9 PRTFDC1 PTBP2 PTPN12 RNF187 RPL41 RXRA SAMD4B SGK1 SLIT2 SNRPD1 SP140 STRN3 SYNRG TIMM17A TIMM8A TM9SF3 TMEM64 UBR2 ZFP36L1 MIR4433B_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4433B_3P ADSS2 ANKRD13C ARL17A CCDC43 CDH8 CPEB1 EFHC1 ERBB3 FAM83H GRPR HMGB1 IGDCC3 IGSF5 JPH1 LPCAT3 LRRTM4 MMP7 MS4A18 MTRR PARP3 PLXNA2 RELL1 SLC9A1 SPRY2 SUCLA2 SUMO1 SYN1 TBL1XR1 TFB1M TMIGD1 TUBA1C ZNF415 ZNF701 MIR4433B_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4433B_5P ABHD13 ADGRL2 ANO1 ARID4A ATF6B ATF7IP ATP11AUN BRPF3 BTRC CACUL1 CAMKK2 CDH7 CELF5 CEMIP2 CHAF1B CNTN1 COP1 CPEB2 CYP24A1 DDX20 EIF4E2 FANCC HIP1 HMGN3 IRAK4 KLHL42 LINC02873 LUZP4 MECP2 MEX3C MIS18A MOCS2 MORN4 MRPL9 NAT8L NFYA NUCKS1 OLR1 PAG1 PDE7A PIK3R1 PIK3R2 PLCL1 RESF1 SEMA4G SEPTIN3 SERPINE1 SLC10A2 SNX20 SOX6 SRGN STK32A SUCO TMTC1 VPS36 VPS53 WSB1 ZCCHC14 MIR4434 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4434 AAK1 AASDH ABHD16A ABL2 ADARB2 AHCYL2 AKAP13 ALDH16A1 ANKFY1 ANKS1A AQP1 ARHGEF4 ASB11 ASCC1 ASH1L BNC2 BORCS7 BTK BTN2A1 CCBE1 CCDC9B CD276 CDC20B CDH7 CDK6 CEP250 CEP85 CHPF CILP2 CLTCL1 CORO2B CPLX4 CPM CREB5 DDX6 DICER1 DNMT3B DOCK3 DSCAML1 DUOXA1 EBF1 EGR3 EIF3J ELF2 ELOVL5 ERBB4 EXOSC3 F9 FAAP20 FAM131B FAM135B FANCL FBN1 FBXO21 FBXO28 FBXO32 FBXO46 FBXW7 FCGR1BP FCHSD2 FMNL3 FN1 FNBP4 FOXD2 FSTL4 GALP GAS7 GIPC2 GJB6 GNB4 GPATCH2L GPD1 GYPE IDH1 ING4 ITGA9 KCND1 KIAA1522 KIRREL1 KLHDC8A KLHL13 KLHL42 KMT2D LINC03040 LPXN LRP4 LRRC8B LYPD6 MAF MAN1A2 MECP2 MS4A10 MSN MTMR7 NECAP1 NFIC NHSL1 NKAIN1 NT5C1B-RDH14 NTRK2 OPCML OTULIN PABIR2 PAFAH2 PAK1 PALM2AKAP2 PDE1C PHF8 PIK3CB PLAGL2 PLAT PLEKHG2 PPP3R1 PREPL PRPF4B PRR27 R3HDM2 RASAL2 RECQL5 RHO RNF10 RSPO4 RTL4 SAR1A SASH1 SCAMP1 SCGB2B2 SCN3B SEPTIN6 SET SHF SIAH3 SLC25A21 SLC26A10P SLC7A6 SMG7 SNTB2 SOGA1 SP1 SPATA33 SPCS3 SPG7 SRL SSBP2 ST6GAL1 SVBP SYNPO2L TAS2R14 TCF12 THUMPD2 TMCC2 TMEM178B TMEM214 TNFRSF21 TNRC6B TOX3 TRPM7 TTC22 TXNRD1 USP18 VAMP1 VPS29 ZBTB2 ZC4H2 ZDHHC7 ZFP3 ZKSCAN2 ZKSCAN8 ZMAT3 ZNF133 ZNF22 ZSCAN16 MIR4435 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4435 ADTRP ALDH6A1 ANGPTL2 ARFIP2 ASCL2 ATF3 BACE1 C22orf23 CAMK1D CAPRIN1 CDK6 CHPF CKM CLN5 CNBP CNOT10 CORO2A CTTNBP2NL CYP20A1 DAAM2 DBT DCAF10 DDX3X DGKK DNALI1 DSTN EPHA3 EXOSC3 FAM107B FEN1 FOXN3 G6PC3 GALNTL6 GOLPH3L GRAMD1B JAM3 MAP3K1 MAPK8 MARCKSL1 MED19 MICAL2 MKRN1 MMP24 MS4A14 NID2 NMT2 NRK NUMBL OTOR PAPPA PHACTR4 PIGS PIK3R3 PLCG2 PLCL2 PLEKHO2 PNPO PRPS2 PSMD11 PTPRJ QSER1 RASA3 SATB1 SCN2A SDC3 SEC62 SIAH1 SKI SLC12A4 SLC23A2 SLC35B4 SLC6A2 SOGA1 SOS1 SPHK2 SRRM4 ST8SIA3 STC1 TMEM201 TMEM213 TSPAN5 UACA WARS2 WDR33 ZNF543 MIR4436A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4436A AAK1 AQP6 ARF3 ARHGAP12 ARL15 ARL8A BAGE2 BCL11B BOD1 BORCS8 CAP1 CASP10 CCN4 CDK8 CLCN3 CNR1 DDX3X DKC1 DNAJA2 DND1 DOP1A ELAVL2 ERGIC1 ETNK2 FAM118B FBXW7 FCRL2 FMR1 FYN GFPT2 H6PD HEG1 HMGCLL1 HOXA5 LCMT2 LRRC59 LSM11 LY75 MAP3K9 MAU2 MMD2 MTMR4 MTPN MYCBP2 NALF1 NR2F1 NR2F2 PACS2 PAIP2B PAX6 PCDH17 PDCD6IP PLAG1 PNLDC1 PRDM6 PRPF38B PTP4A3 PTPN1 RAB10 RALGAPA2 RORB RSKR SLC18B1 SLC39A7 SLIT2 SNAP25 SPCS2 SPEG SSH1 STX1B TGIF2 TLCD4 TMED4 TMEM121B TOMM6 TXNDC17 UBE2N UBL3 UBXN7 UNC45B URGCP-MRPS24 USP35 VPS29 VPS35L WASF3 WDFY3 XK YTHDF3 ZFHX4 ZIC3 ZNF709 MIR4436B_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4436B_3P ACVR2B ADAMTS4 AGO1 AIF1L AK3 AMOT ANKFY1 ANKRA2 ARHGEF6 ATP2B4 BTN2A2 C17orf67 CDIN1 CDON CECR2 CERS3 CHAF1A CLIC5 COL16A1 COL5A3 DCX DGKI DGKK DUSP13 ERG28 ETV4 FAM53A FAM78A FHL1 FNDC3B GABRA4 GOSR2 GRM2 HNRNPR HR IKZF1 KBTBD2 KCNB1 KCND1 KCNIP1 KCNJ6 KIAA0513 KIF21B KLHL14 LDLRAP1 LSM12 LUZP1 MAFG MAP3K11 MAPKAPK2 MORN5 N4BP1 NAV1 NCAPH NEUROD4 NFX1 NFYA NOS1 NOTCH2 NQO1 PARP6 PAX5 PIANP PPM1M PRMT6 PRR32 PUM2 RAB1B RASSF4 REG3G RGMB RHBDL1 RIMS2 RNF19B RTKN SATB1 SCML1 SDC3 SH3GL2 SHOC1 SLC10A7 SLC37A1 SLC6A17 SMARCD1 SOX10 SRGAP2 SSR1 ST3GAL5 STAB2 STEAP2 STK35 SUSD6 TCEA2 TENT4A TLL2 TMEM201 TMEM217 TRIM26 TRIM35 TRIM4 TRIM46 TSPAN9 USP7 VPS39 WASF2 WDTC1 XYLT1 YTHDF3 ZNF385A ZNF862 MIR4436B_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4436B_5P AASDHPPT ACTR2 AEBP2 AFG1L AKTIP AMMECR1 ANKRD26 ASCC1 ATP6V1A ATXN1 BCAP29 BICC1 BMAL1 CAB39 CACNB2 CADM2 CAMSAP1 CANT1 CAPN7 CCDC144A CCN4 CCNY CDC14A CDK15 CDYL2 CEP350 CHD4 CLOCK CSNK1A1 CSTPP1 CTPS2 CXCL8 DAZ2 DDX60 DNAJC22 DTWD2 DYNC1LI1 EIF3J ENOX1 ETF1 FAM111B FAM53C FKBP4 FOCAD FRMD3 GALR1 GAS7 GPATCH1 GRK5 GUCY1A2 GYS2 HAND2 HECTD2 HILPDA HNRNPH1 HSPA8 HTR2C IAPP ILF3 IRX2 ITM2C KATNBL1 KCMF1 KIF3B KIF5C KIRREL1 KLHL1 LINC02901 LMCD1 LTA4H MAP2K1 MCM10 MCTS1 MPPE1 NAA30 NAV3 NKX2-4 NPHS1 OGFOD1 OSTM1 P2RY10 PARP14 PARP4 PDCD4 PDK2 PHF14 PHIP PNRC2 PPARGC1B PPIP5K2 PPM1A PTP4A1 RAB8B RAD51AP1 RAPGEF2 RBM15 RBM26 RBMX REPS2 SAMD12 SAMD4B SCN1A SEC22C SESN3 SGIP1 SHC4 SOWAHD SQLE SRSF8 STAG2 SVIP TARDBP TBC1D15 TBCEL TBK1 TMED4 TMEM170B TMEM50B TPST2 TRIM36 TTC39B TTC39C TVP23B TVP23C UBE2D2 USP13 USP38 WDR33 WDR47 YWHAZ ZFP1 ZFR ZMAT1 ZMYM2 ZNF268 ZNF37A ZNF451 ZNF548 ZNF605 ZNF616 ZNF618 MIR4437 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4437 AAK1 ACTR3C ADAM23 ADCYAP1R1 ADGRL2 ANTXR1 ARL11 ARMC10 ATG4C B4GALT1 BCL6B BOK BPHL C14orf180 CABP4 CC2D1B CCDC88A CEP43 CFLAR CLEC19A CLMP CNOT6 COA3 CUL5 DCAF17 DCLRE1B ESRP2 FAT3 FBXL18 FGF9 FKBP4 FREM3 FUT10 GALNT10 GDE1 GIPC3 GK5 GLUL GNG13 GSTCD H2BW2 HACD3 HPS1 HSD11B2 HTRA3 HUS1B ICAM4 IPP ITSN1 JAK1 KCNMB2 KDM2A KIF21B KRTAP4-11 KRTAP4-8 KRTAP4-9 LYSMD1 MAVS MCUR1 MEF2A MFN2 MMP16 MOGAT3 MYH10 NAT8L NGEF NIT1 NR2C1 OASL PDXDC1 PNPLA5 POU4F2 PPP1R3E PRDM1 PRKCE PRSS8 PTGFRN PTPRM RASGEF1A RASSF1 RCBTB1 RELB RGMB RNF11 RRH RRP7A SEMA4B SETD5 SGO2 SH3PXD2A SPRED1 STX1B TBC1D12 TCF19 TMEM231 TUBGCP5 UBE2D2 UBE2Q2 VPS45 WDPCP WIZ ZNF292 ZNF48 MIR4438 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4438 ADAMTS6 ANKIB1 ATRN AVIL BEND4 BTG1 C17orf75 CASTOR3P CCDC186 CIT DCC DMRT1 DNAJA2 DNAJC8 DNM3 E2F5 EIF4G2 EMC6 EPHA5 EPS15 EXTL2 FAM76B GDPD1 GOPC GSK3B GYG2 HECTD2 HECW1 HOXA5 IDS INAFM2 IPMK ITIH2 JPT2 KRT31 LGI2 LINC03042 MAGI1 MAP2 MRRF MTF2 MYCN NDFIP1 NDST3 NRXN1 NSUN2 NUFIP1 PABPC5 PDZD2 PLTP PRIM2 PRTG RAB8B RETREG1 RIBC1 SENP1 SLC31A1 SMG1 SRD5A1 SYNCRIP TFPI TGFBR1 THAP1 TMPRSS11E USP32 USP6 ZBTB46 ZCCHC2 ZNF519 ZNF770 MIR4439 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4439 A4GNT ABI1 ADGRE3 AHR AMER2 BASP1 BRINP3 C2CD4A CCAR1 CD83 CEP57 CIAO2A CLDND1 CLK4 COA7 COL17A1 COL8A1 CRLF3 DAB2 DCLK1 DCUN1D3 DTNA ENDOD1 FOXC1 FUT9 GAN GKAP1 GTF2A1 HAUS6 HNRNPC HSF5 HYCC2 ICOS IFT43 KIAA0825 KLHL14 KLHL5 LAPTM5 LRP2BP MAPK10 MBNL1 NADSYN1 NLN NR3C1 OSGEPL1 P4HA1 PCCA PGM2L1 PM20D1 PPFIA2 PRXL2C PTGDR RFXAP RIC1 RNF138 SAMD12 SAYSD1 SERP1 SHE SHOC2 SRGAP2C TENT2 TGFA THBS2 THSD7A TMEM65 TSHZ2 UBE2J1 UTP25 WDR89 XPNPEP3 ZNF875 ZSCAN1 MIR4440 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4440 APOD CLDN8 GSK3B RP1 ZNF830 MIR4441 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4441 ABHD2 ABTB3 ACSL4 ADAM19 ADARB1 AEN AGO1 AIF1L ALX4 ANGPT4 APBA2 APPL1 ARF3 ARHGDIA ARHGEF11 ARL17A ASF1A ASTN1 ATP1B2 ATP6V0D1 AUTS2 B3GLCT B3GNT7 BBS1 BCORL1 BEND4 BRAP BTBD9 BTF3L4 C10orf105 C19orf84 C5orf24 CACFD1 CAPZB CBX2 CBX5 CCL22 CD82 CDC42EP4 CDK12 CDK14 CDK2AP2 CDPF1 CERS2 CLCN6 CLDN19 CLN8 CNIH4 CNNM3 CNTN2 COL11A2 COL8A2 CREBL2 CRYM CSNK1D DCAF8 DCC DCLK1 DDB1 DDN DDX6 DGKH DHRS2 DIPK2A DIXDC1 DPT DUSP18 DUSP3 EEF1AKMT3 EIF4EBP2 ELMO1 ERC1 ERCC6L2 ESAM EVC EXOC3L2 FADS2 FAHD2B FAM107A FAM20A FAM222B FANCC FBXO41 FCHSD1 FLOT2 FMNL3 FOXK1 FOXM1 G6PC3 GADD45A GANC GFOD2 GIPC1 GIT2 GLIS3 GLRA4 GNAO1 GNPAT GPATCH11 GRAMD2A GREM1 GTF2H3 GXYLT1 HAPLN4 HGH1 HMGA2 HS3ST2 HTR3C HTR3E HTR4 IDO2 IFFO2 IKZF1 IL17RD IL1R1 INSM2 JRK KBTBD12 KBTBD13 KCNB1 KCNC4 KCNE1 KCNQ2 KCTD7 KDM4E KIAA0513 KIAA1671 KMT2A KRTAP5-10 KRTAP5-2 KSR2 LARP1 LBH LINC02873 LINC03040 LRRC27 LTA MAP1A MAP2K3 MAPK3 MAPKBP1 MARCHF6 MEF2A MEF2D MFRP MITF MLEC MRPL15 MRPL19 MS4A18 MTUS2 MYLK4 MYO18A MYO1C MYRF NBL1 NCCRP1 NDST1 NFAM1 NFAT5 NGEF NIBAN2 NMUR1 NPR3 NPTXR NR1D2 NRXN2 NUTM2G NXF1 NYNRIN OPRM1 OSBP P2RY2 PAPOLB PCYT1A PDE7B PDGFRB PDS5B PDXP PEF1 PHKA1 PIGZ PLA2G2D PLXNA1 PLXNA2 POLR2F PPP2R2D PRICKLE1 PRMT5 PRRT2 PRSS16 PRX PSMD9 RAB11B RAB15 RAB30 RAB3B RAB43 RAP1GAP2 RAPGEF1 RAPGEF3 RAPGEFL1 RAPH1 RBFOX2 RCC2 RGMA RNF121 RNF24 RPH3A RUBCN SAMD4B SATB2 SBNO1 SCAMP5 SCN3B SCN4A SCUBE3 SDC3 SELENON SEMA5A SGCZ SH3BGRL3 SHISA7 SKI SLC20A2 SLC35F6 SLC41A1 SLC4A5 SLC6A17 SLC6A6 SLC7A6 SMARCD1 SMG6 SNRPD3 SOGA1 SORT1 SPINT3 SPOCK2 SPRR2A SPRR2B SPRR2D SPRR2E SPRR2F ST8SIA3 STN1 STRN4 SUFU SV2C SYN2 SYNJ2 SYT7 SZRD1 TAP2 TBC1D20 TBC1D8B TCF4 TDO2 TET3 TFDP1 TIFAB TMCC2 TMEM138 TMEM179 TMEM183A TNNI1 TNPO2 TOM1L2 TP53I11 TPP1 TRIB2 TRIP12 TRIP6 TSLP TTC28 TTC39C USP13 VEGFA VWA5A WDFY3 WFDC10B WNT2B XPNPEP3 ZBTB34 ZBTB4 ZC3H7B ZDHHC3 ZDHHC9 ZFR2 ZKSCAN8 ZNF185 ZNF385A ZNF444 ZNF474 ZNF70 ZNF747 ZNRF1 MIR4442 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4442 GPR161 MATCAP2 MTA2 RBMS1 TMEM167B MIR4443 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4443 A1CF ACP3 ACVR1B ADARB2 AFF3 AGPAT4 AGT AKT1 ALX3 ALX4 AMER2 AR ARHGAP31 ATP6V0E1 B3GALT1 BTN2A2 C1orf74 C2orf16 CACNA2D4 CAMK1D CAMK1G CAPZB CD209 CD274 CHST2 CLEC4M CLMN CNTNAP2 CREB5 CUL2 DBR1 DGKA DGKB DIPK2B DLEU7 DLL4 EBF3 EFHC1 EIF4G3 ERBB4 ERLIN2 ESYT1 ETNK2 EXOG F2RL2 FAM120A FAM168B FBXO42 FER1L6 FKBP1A FUBP3 GALK1 GCLM GFRAL GGCX GJB2 GVQW3 HEPACAM HIF3A HIP1 HOXA9 IDI2 IFT80 ILF3 ITPRID2 KBTBD2 KCNC4 KCNS1 KDM2A KIF1B KLF6 KLHL29 KRT6C KRT77 KRTAP4-12 LAPTM5 LARP4B LIX1L LRP6 LRRC20 LZTR1 MCAM MITF MLLT1 MOB3A MOB3C MOGAT3 MPI MTM1 MUL1 NBPF1 NBPF11 NBPF12 NBPF14 NBPF15 NBPF20 NBPF3 NBPF8 NBPF9 NCOA1 NCOA2 NCOA4 NECTIN4 NMT2 NONO NOVA2 NR6A1 NRIP3 NTRK2 NTRK3 PAX5 PDE1B PDS5A PIK3C2B PLCL1 PLEC PLPP5 PLXDC1 PMP22 PPP1R13B PRLR PRRG3 PRSS22 PRY PRY2 PTPN7 PTPRJ RAB11FIP4 RALGAPA2 RASSF2 RASSF4 RELCH RERG RFESD RGS7 RNF4 RUSC2 S100B SAMD12 SCAI SCN8A SETD5 SIRPB1 SMARCA5 SMO SNPH SOGA1 SPAG17 ST14 ST3GAL1 STX1A SUMF2 SYNJ1 SYT7 TACC1 TCF21 TCHH THBS1 TIMM10B TIMP2 TMEM100 TMEM170A TMEM199 TMEM26 TMEM95 TNS1 TRAF4 TRPC3 TRPC5 TSC22D1 TSPAN6 U2SURP UNC80 USP51 WDHD1 WIPF3 WLS XKR4 YBX2 YDJC ZNF597 MIR4444 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4444 ACAD11 ANKRD55 BCLAF3 CSNK2A1 E2F1 XPO1 MIR4445_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4445_3P ATRNL1 CENPBD1P EIF4E3 EIF4G2 EPHA4 GPATCH2L MIER3 NSD2 PPP3CA RNF43 ZNF292 MIR4445_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4445_5P ABCD3 ADAM9 ADAMTS9 ANKRD13A ARID5B ARMC8 ASH1L ATP6V1A ATP6V1G3 B3GALNT1 B3GALT2 B4GALT5 BASP1 BICRAL BTRC CCNA2 CERT1 CFAP44 CLASP1 CLOCK CRLF3 CROT CYRIA DCAF13 DMXL1 DNAJC22 ELF2 ELF5 ELOVL7 ETFA FBXW7 FOXO1 GATM GFRAL GPD1L GSTM3 GTF3C3 GXYLT1 HOMER1 KCNA4 KCTD10 KIAA0825 KIAA1549 KNSTRN LCLAT1 LGALSL LIN7C LRIT1 LYPLA1 MBNL1 MEIS1 MOB4 MSTN MTPN NAV1 NPAS3 NR2C2 NUMB ORC4 OSBPL2 PAK1 PLEKHG7 PNISR PPP2R2C PUM2 RASSF3 RBM24 RBM27 RECK RGS17 RNF165 ROR1 RYBP SCIMP SDK1 SDR16C5 SETD7 SORCS1 STRBP TAF7L TCF21 TCHHL1 TLK1 TRHDE VLDLR WEE1 ZBTB18 ZC3H6 ZNF277 ZNF423 MIR4446_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4446_3P ABCG4 ANKEF1 ARID3B ATPAF1 BCL2L13 BRCA1 C1orf162 C2orf68 CADM3 CBX7 CD79A CDK18 CELF3 CPT1B CTDSPL CYBRD1 DMKN DNAJC25-GNG10 DR1 EFNA2 ENTPD2 FAM107A FAM117A FAM13A FBXO11 FBXO41 FOXP2 FUS FXYD6 GNG10 GOLGA6C GOLGA8J GOLGA8Q GOLGA8R GOLGA8T HAGH HECW2 INSIG1 IQSEC2 IVD KNG1 MAL2 MBNL2 MSI1 MTMR11 NXT1 PAK5 PDAP1 PHF24 PLAG1 PPP4R1 RAPGEFL1 RGCC SOCS7 SRY SSR1 TYR USH2A VWDE ZBTB39 ZFAND5 ZNF135 ZNF217 ZNF99 ZSWIM3 MIR4446_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4446_5P ABRAXAS2 ACSL4 ACTR2 ADRA1D AGAP1 AGPAT5 AIPL1 AK2 ANKRD13A ANKRD44 AP1S3 APC ARCN1 ARFGEF1 ARHGEF2 ARL1 ARMC8 ATL2 ATP10B ATP2B4 ATP6V1C2 ATXN1 ATXN2 B3GLCT B3GNT5 BCL11A BCL2L2 BIRC6 BMP6 BNC2 BPNT2 C14orf28 C18orf32 C1orf185 C2CD2 C2orf68 C9orf40 C9orf57 CACNA1C CACNA1G CALCRL CCBE1 CCDC40 CCDC50 CDK7 CDYL2 CECR2 CELF2 CENPA CEP350 CEP68 CHD5 CHRM2 CLEC2B CLPX CNKSR3 CNOT6L COG6 COL5A1 COQ2 COX5A CPSF6 CRACD CRAMP1 CRBN CREB5 CRHBP CTNNA3 CUL3 CXCL14 CYP1A1 DIPK2A DIXDC1 DLG1 DNAAF9 DPPA5 ECE1 EDEM3 EDRF1 EID1 EIF2AK3 ELAPOR2 ELAVL2 ELAVL3 ELAVL4 EPC2 ESRRG EVI5 EXOC6B FAM13C FAM98B FAR2 FBN2 FBXL22 FEM1C FGFR1 FGFR2 FOXC1 FRAS1 FRMD4A FSHB GABBR2 GABRB1 GAD1 GDF6 GDF9 GID8 GLIS3 GPR26 GPR37 GRIN2A GTF3C3 GUCY1A2 HAPSTR1 HECA HOXC6 HSPH1 HTR2A ICE2 IGFBP5 IL6R IMMP2L IRF2 ITGA2 ITIH5 JADE3 JARID2 KCNK9 KDM5A KIF15 KLF7 KPNB1 KXD1 LIG3 LPP LRP6 LYSET M6PR MACROH2A1 MAP1B MAP3K2 MAPRE2 MARCHF3 MAU2 MBOAT2 MCOLN1 MEIS2 MLLT11 MLLT3 MMP16 MRPS17 MTCH2 MTCL1 MTF1 MTMR7 MYADML2 MYCT1 NAA40 NBR1 NCAPG2 NEURL1B NEXMIF NF1 NFIA NFIB NLRP2B NR2F1 NRBF2 NTRK2 NUDT5 ONECUT2 OTUD7B OXTR PAIP2B PAQR3 PAQR9 PCDH7 PGGT1B PHIP PHOX2B PIAS1 PID1 PIP4K2B PLD5 PLEKHM3 PLPP3 PLXDC2 PLXNA2 POLR3G POM121 POTEC POU2F1 POU3F2 PPARG PPARGC1A PPM1L PPP2R1B PRTG PRUNE2 PTGR3 PTPN7 PTPRT RAB14 RAB22A RAB40B RAB5A RAD54L RASL10A RHEX RMI1 RNF169 ROBO2 ROR1 RPL17-C18orf32 RPS6KA5 SAMD5 SASS6 SCAI SCUBE3 SGCD SGIP1 SH3PXD2A SHC1 SKI SLC17A8 SLC28A3 SLC2A13 SLC35B1 SLC37A3 SLC44A5 SLC4A8 SLC5A3 SLITRK4 SMAD4 SNX13 SOX14 SPOP SPRY3 SRSF7 STIL STIMATE STN1 STRADB STXBP5L SUMF1 SUN1 SUZ12 TAOK1 TCF12 TENT5A TET2 TFDP3 THRB TLCD4 TMED4 TMEM106B TMEM123 TMEM135 TMEM183A TMEM183BP TMEM255A TMEM52B TMOD3 TNFAIP3 TNFAIP6 TNFSF13 TNPO1 TNRC6B TOX3 TRIM10 UBA2 UBA6 UBE2Q1 UBN2 UCHL5 UEVLD UGT2B28 UGT2B4 USP31 VAMP4 VGLL3 VPS37B VSNL1 WAPL WDR26 WRN YPEL2 YPEL4 ZBTB20 ZBTB34 ZBTB4 ZBTB7C ZDHHC14 ZDHHC23 ZEB2 ZFX ZKSCAN1 ZMYM4 ZNF131 ZNF189 ZNF37A ZNF704 ZNF793 ZNRF2 MIR4447 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4447 ABCC6 ABCD1 ACSF2 ADARB2 ADD1 ADORA3 AGO1 AKAP13 AMOTL2 ANKRD13B ARHGAP1 ARL5B ARPIN ARRB1 ASB1 ASB6 ATG14 ATG16L1 ATP13A1 ATP2A1 ATP2A3 AVPR1A B4GALT5 BARHL2 BCL2L1 BCL7A BCL7B BCORL1 BTBD9 C14orf132 C1orf159 C20orf203 C5AR1 C5orf15 C6orf141 CACNG2 CAPN15 CAPN6 CARM1 CASK CASTOR2 CBFA2T2 CCDC113 CCDC157 CCDC3 CCDC97 CDCA4 CDH4 CENPI CENPT CMIP CMTR1 CNDP1 CNNM1 COL5A3 CPLX2 CPNE5 CREB3L2 CRLF2 CYP26B1 CYP2W1 DAB2IP DAGLA DDA1 DEF8 DERL1 DLGAP3 DLX3 DMRTB1 DNMT3B DTX3 DVL3 EFNB1 ELAVL3 ELAVL4 ELMO2 ELMOD3 ELOVL1 EMILIN3 EPHB2 ERF ERN2 FBRS FIBCD1 FOXP4 G6PC2 GALNT2 GARS1 GATAD2B GCM1 GDI1 GIT1 GJB4 GMIP GPR137 GTDC1 GYS1 H2AB1 HAAO HCN2 HIP1 HOXB4 HOXC4 HOXC8 HYDIN ICMT IDH3B IGF2 IGFL3 INHBC INTS6 IQGAP3 IQSEC2 KALRN KANK2 KATNAL2 KCNAB2 KCNC1 KCNH2 KCNK3 KCNQ2 KIF21B KLK5 KMT2B KMT2D KMT5C KSR2 LAMC1 LDB3 LHX6 LIMD2 LSAMP LZTS3 M6PR MAG MAP3K9 MBD2 MECP2 MEF2D METTL21A MEX3A MFN2 MLF2 MMP24 MPL MSI1 MSN MTCL1 MTHFSD MTSS2 MYO15A MYO18A NACC1 NACC2 NCAN NECTIN1 NFASC NFIC NFIX NGFR NIPAL2 NKD2 NOVA2 NOX5 NSL1 NTSR1 NUAK2 NXF1 NXPH3 OPA3 P2RY4 PALD1 PALM PAX5 PCYOX1L PDE4A PDLIM3 PDPR PDXK PGGHG PHOSPHO1 PKM PKN3 PLCH2 PLEKHM1 PLEKHM3 PLPPR5 POLM PPP2R1A PRELP PRKACA PRLR PRRG1 PSMF1 PTK7 PTPDC1 PYGO2 RAB15 RAB36 RARA RASAL2 RGS6 RIMOC1 RIPOR1 RNASE13 RNF165 RNF5 RPAP3 RSPO4 RWDD2A SAMD4A SCAMP5 SCN4B SCRT1 SEMA4C SEMA4G SEMA6A SEPTIN6 SERTAD2 SH2B1 SH3PXD2A SHISA6 SHISAL1 SKI SLC22A7 SLC4A2 SLC6A17 SLC7A8 SLC9A1 SMARCD1 SMTN SMYD5 SNAI1 SNPH SNX30 SORBS1 SPATA31D4 SPINT3 STAC2 STMN3 STRIP1 STUM STX1B SUN2 SUV39H1 SYNGAP1 SYT7 TADA3 TBX6 TCF12 TIE1 TMEM114 TMEM132E TMEM164 TMEM63B TNKS1BP1 TNNI1 TRIM4 TRIM45 TSHZ2 TSPAN9 TTC22 TTC9 TTYH3 TUBB4A TXK TXNL4B TXNRD1 UBL5 UBTF UGT3A1 URM1 USP20 VAMP2 VWA5B2 WSCD2 WWP2 ZBED10P ZBTB4 ZC3H7B ZCCHC24 ZDHHC15 ZDHHC8 ZFR2 ZNF385A ZNF512B ZNF618 ZSWIM4 MIR4448 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4448 ADAMTS6 AFG1L AGAP1 AHRR ARID2 BBX BPTF BRMS1L BRWD3 CASP4 CCDC88A CDH19 CHD2 CREBRF CXXC4 EGLN1 EIF2AK1 ENTPD4 FAM177A1 FHOD3 GABRA4 GATA3 GID4 GRID2 HRH2 KATNBL1 KIF3A LDAH LRRN1 MAP7 MAT1A MRPL16 MTO1 NFATC2 NFYC NQO2 NRG1 OPHN1 OSBPL6 PAN3 PDE8B PGAM5 PHF8 PITPNB PKIB RHOU RNF4 SALL2 SCAF8 SCN1A SLC31A1 SLC7A1 SOX7 SRPK1 STX17 TBL1XR1 TBR1 TMEM161A TMEM243 TPM3 UBL4A WDFY2 ZBTB34 ZNF616 ZNF680 ZNFX1 MIR4450 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4450 ACVR2A ADAM23 ADGRG2 ADGRL2 APPBP2 ARID4A ATP5MC3 B4GALT5 BCAM BTRC C12orf71 CABP5 CACNA2D2 CD37 CDK9 CELF6 CIDEB CLIP3 CPPED1 CREB3L2 CTBP2 CTPS1 DISC1 DUSP3 ELAVL3 EN2 FAM13A FHIT FKBP7 FLYWCH1 GALNT11 GIT1 GOLT1A GPX5 GYPE HLA-DOB HNRNPUL1 HOXA3 HTR1B KCNJ8 KLHL28 KPNA5 LRFN1 MAML1 MB21D2 MEX3D MMRN2 MRPL22 NEMP2 NHSL1 NIPAL4 PIK3CA PLEKHB1 RAX2 RIGI RPS6KA6 SAMD4B SCUBE2 SEMA5A SHC1 SIGLEC8 SINHCAF SLC1A2 SLC25A23 SLC39A13 SOGA1 SPTY2D1 SRP68 ST3GAL2 SYDE1 WDR73 WDR89 ZNF229 ZNF74 ZNF81 MIR4451 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4451 A1CF ACP7 AFF2 AGAP1 AKAP5 ALOX15B APBB2 AQP9 ARFGEF2 ARID4A ARRDC5 ASPH ATF7 ATP8B1 ATP8B4 BACH1 BCL3 BEGAIN BHMT2 C12orf40 C4orf46 CACNG8 CADPS2 CCL16 CD40LG CDC14A CDK12 CEP350 CLASP2 CLDN1 COA1 CORIN CR1 CRACD CSDE1 CSTA CTXN2 CUL4B CYB561D1 DCAF10 DCSTAMP DCUN1D4 DENND6A DGKK DHDDS DISC1 DNAAF11 DYNAP EIF4EBP2 EIF4G2 ELMOD2 ELOC ELOVL2 F2RL3 G6PC2 GABRA4 GDPD1 GIN1 GNL3L GP6 GPALPP1 GPX5 GRIP1 HPCAL4 HSPA5 HTR3B HYCC2 IL1RAP INSR IPP ITGAD JAK1 KCNB1 KCNJ13 KLB KLHL23 KRTAP4-2 KRTAP4-4 LHFPL3 LINGO2 LPP LTBP1 LZTS3 MAP3K20 MBNL3 MOSPD2 MYORG NPHP3 NUCKS1 OLR1 OPALIN PARP1 PDGFB PDPK1 PEAK1 PLCB4 PNMA8A POC5 PODNL1 PPFIBP1 PRDM14 PRR11 PRR15L PRUNE1 PSMB5 RAB15 RAP1GDS1 RAPGEF2 RBM14 RGS16 RNASE7 RNF180 ROR1 SART1 SEC16B SEC22B SEM1 SEMA4D SFXN3 SLC25A36 SLC25A53 SLC26A2 SLMAP SPATA19 SPRY3 SRGAP3 ST8SIA1 STRIP2 SUDS3 TAF11 TECTB TFAP2D TGFBRAP1 THOC2 TKFC TMEM169 TMEM38A TMEM68 TMPRSS11F TTC39A TUBD1 TXLNG TYW5 UGT2A1 UGT2A2 UNC13C UNC13D VPS26A VPS33B WFDC5 WNT2B YBX1 YES1 YWHAG ZKSCAN4 ZNF134 ZNF235 ZNF776 MIR4452 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4452 ABI1 ACVR1 AGBL2 ALPK1 ARMCX4 ASCC1 ATL2 ATP1B4 B3GALT2 BEND7 BMP3 C2CD6 C2orf83 C4orf3 C5orf63 CAAP1 CALB1 CALCRL CAPZA2 CCDC191 CCDC25 CCDC71L CD1E CDC23 CHST10 COL4A1 CPED1 CREBBP CREBRF CRIPT CRMP1 CSMD2 CTXN2 CYP19A1 DCP1A DDX21 DDX24 DIP2B DLX5 DNAAF11 EEA1 EIF4G1 ERC1 FABP7 FAM20C FAM241A FANCD2 FBXO47 FSIP1 FUT9 FXR1 GABRB3 GALNT13 GAP43 GDAP2 GEM GFOD1 GIPC2 GRIA3 GRIP1 HAL HIBADH HNRNPA0 HNRNPD HRNR IL6ST KANSL1L KBTBD8 KCNC2 KIF21A LCORL LRRTM2 LRRTM3 MANEA MAPK8 MEIS2 MFSD6 MSANTD3 MSL1 N4BP2 NAALADL2 NHLRC1 NLGN4Y NOL7 NQO1 NRK NTRK2 NYAP2 OSBPL8 P2RY10 PAQR5 PDE8A PDLIM3 PDPK1 PEG10 PIP4P2 PLIN2 PLS1 PPIC PPP6R3 PRB4 PRG4 RAB28 RALA RAP2C RBM15 RBM17 RBM46 RHPN2 RIMS2 RIN2 SAR1B SATB1 SCN3A SEC24B SERINC1 SETD3 SIKE1 SLC10A2 SLC10A7 SLC30A4 SLC39A6 SMAP1 SNAP23 SNX19 SRSF1 SYCP2 TMEM47 TPST2 TRHDE TRIM44 TRPS1 TTN TUSC3 TXNDC17 UBA5 USP25 USP38 USP45 VAPB WDR11 ZCCHC10 ZDHHC15 ZDHHC2 ZFP90 ZNF117 ZNF189 ZNF208 ZNF211 ZNF233 ZNF254 ZNF266 ZNF28 ZNF302 ZNF426 ZNF532 ZNF594 ZNF596 ZNF765 ZNF781 ZNF91 ZRANB3 ZSCAN16 MIR4453 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4453 ARPC2 ASB4 AZIN1 BHLHE40 CCDC179 CCT6A E2F3 FNDC3B GK5 GRIA3 LRFN3 LRRC55 PDCD6IP PLPP3 PPP4R4 PRX RELN RERE RPF2 RPGR SLC7A14 SUB1 TMEM117 TTN WDR26 ZBTB7B ZNF761 MIR4455 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4455 ADAMTS9 ADGRA1 ADGRL1 ADIPOR1 ANKRD34A AQP9 ATCAY ATP11A ATP8A1 BTN2A1 BTN2A2 C1GALT1 CAMK2B CAPNS1 CASP14 CCDC28A-AS1 CDC14A CDC20B CHD2 CHD3 CNNM1 CORO1A CPAMD8 CREBBP DDX24 DEPDC5 DESI2 DHRS12 DIABLO DPYSL2 DTX4 DUSP18 EHD2 EIF3A EPB41L1 FBXL20 FBXL7 FBXO36 FGFRL1 FOXI2 FRZB GFRA3 GLIS3 GPAM GRIK2 GSE1 HAPSTR1 HDAC11 IGLON5 INHBB ITPRIPL2 JAM2 LRTM2 MAGEC1 MAP6 MRPS16 MYL1 MYL9 MYO5A NBEA NECTIN1 NFIC NLRP5 NUGGC PAPPA PDE3A PITPNM1 PMS2 PODN POLR3B POU2F2 RERE RORC RPH3AL RPL23A RSPO4 RTL5 RUSF1 SCYL1 SHLD1 SLC12A8 SLC29A4 SLC47A1 SLC7A1 SLC8A2 SLC9A8 SMO ST6GALNAC3 SYT2 TAF2 TBX15 TFDP2 TMEM43 TNNI1 TP53I11 TRAF7 TRARG1 TRIOBP TRPV3 ULK4 UNC13A USP1 VASP ZC3H4 ZC3H6 ZDHHC11 ZKSCAN8 ZMIZ1 ZNF624 MIR4456 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4456 ACTN1 ADCY1 ADCYAP1R1 ASXL1 BAHCC1 BBX BNC2 C17orf78 C2CD2 CACNA1C CACNA2D2 CALML4 CCL4L2 CD40 CHD6 CNNM1 CNOT8 CNTNAP3 DBNDD2 DIP2C DYRK4 EFNB3 ENTREP2 EPHA7 ERC1 EXOC4 FAM104A FAM170B FIBP FOXN4 FOXP4 FZR1 GABBR2 GALNT10 GLP2R GNB1 GPATCH2 GPATCH2L GPR158 GPX5 GSE1 HGSNAT IKZF3 INTS10 KLHL20 KPNA3 KPNA4 LGALS3BP LY6G5C LZTS1 MAFA MAN1A1 MARK2 MECP2 MED26 METTL8 MLXIP MRPL3 MXD1 MYCN NFAT5 NFIA OBP2A OBP2B PCNP PDGFRB PDIA3 PHF21A PHOX2B PLEKHG4B PML PPIA PPIP5K1 PPM1H PRAMEF13 PRAMEF14 PRDM11 PRKACA PRRC2B PTK2 PTPRF PYGB RANBP10 RGL1 RNF38 RPS6KL1 RUVBL2 SENP1 SEPTIN7 SGCB SHFL SHISA7 SLC13A4 SLC24A2 SLC25A25 SLC9A1 SMG1 SMURF1 SOGA1 SOGA3 SOHLH2 SORBS2 SRRM4 STPG1 TACR2 TAPT1 TBC1D8B TIGAR TMEM101 TMEM134 TMEM184B TMEM39B TRPS1 TXLNA UBE2V1 URM1 VSIG4 XPO7 ZBTB43 ZDHHC21 ZMAT4 ZNF131 ZNF135 ZNF268 ZNF275 ZNF282 ZNF584 ZNF589 ZNF609 ZNF711 ZNF74 ZNF773 ZNF839 MIR4457 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4457 ACER3 ACSF2 ADAR ADCY10 ADGRA1 AFMID AHSA2P AKAP6 ANKRD27 APC APOL4 ARGLU1 BCL2L1 BSN CAMKV CAMLG CASP10 CCPG1 CDC14B CDK14 CDK19 CES4A CETN3 CHUK CMKLR2 COPG2 CPSF6 DHX38 DLGAP1 DNAAF4 DR1 ELAVL1 FADD FAM131B FMO2 FSTL5 GATAD2A GMFB GPR85 HIGD1A HMGB3 HOXA5 ILDR2 IRF2 JADE1 KBTBD8 KCNK10 KCNN3 KLF10 KMT2A KRTAP9-9 LIPH MAD1L1 MAT2A MDH1 MED13L METTL21A MOAP1 MTMR4 NCOA2 NEGR1 NEU1 NEXMIF NHS NUS1 NYAP2 PACRG PALM2AKAP2 PATZ1 PCDH17 PDE7B PEG10 PFN2 PGM3 PIK3C2B PPP3CA PROS1 RAB21 RAD51AP1 RASSF2 REV1 RIMS1 RNF170 RNF217 RPRD1A RTKN SCG3 SEPSECS SF3B1 SLX4 SNX2 SOBP SPATA2 SPTLC1 SRP72 ST8SIA3 STAM2 STX2 SVEP1 SYT13 TENT5A TEP1 TEX36 TMED10 TNFRSF10C TNFSF14 TOP3A TP53RK TRAF3 TRAPPC2 TRIP13 TSC22D2 TTC17 UBE2D2 VAPA YWHAQ ZBTB41 ZC3H12D ZC3HAV1 ZIC2 ZNF182 ZNF490 ZNF585A MIR4458 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4458 ABCB9 ABCC5 ABL2 ABT1 ACER2 ACTA1 ACVR1C ADAMTS15 ADAMTS8 ADRB2 ADRB3 AEN AGAP1 AGO4 AHCTF1 AKAP6 AMOT AMT ANKRA2 AP1S1 APBB3 ARHGAP28 ARHGEF38 ARID3B ARL5A ARMT1 ASAP1 ATL2 ATP2A2 ATP8B4 B3GNT7 B4GAT1 BACH1 BEGAIN BEND4 BIN3 BZW1 C14orf28 C15orf39 C19orf47 C8orf58 CADM2 CARNMT1 CASP3 CBX5 CCL7 CCND2 CCNJ CD164 CD59 CDC25A CDC34 CDKN1A CEMIP2 CEP120 CEP135 CERCAM CERT1 CHD4 CLCN5 CLDN12 CLDN16 CLP1 CNOT6L COIL COL1A2 COL27A1 COL3A1 COL4A1 COL4A2 COL4A6 CPA4 CPEB1 CPEB2 CRTAM DCAF15 DDI2 DDX19A DDX19B DHX57 DIP2A DLC1 DLST DMD DNA2 DNAJA2 DNAJC1 DPP6 DTX2 DTX4 DUSP1 DVL3 E2F2 E2F5 E2F6 EDEM3 EDN1 EEA1 EEF2K EFHD2 EIF4G2 ELF4 ELP1 ENTPD7 ENTREP2 ERCC4 ERCC6 ERO1A FAM104A FAM135A FASLG FAXC FBXL12 FGF11 FIGN FIGNL2 FNDC3A FNIP1 FNIP2 FRAS1 FRMD4B FZD3 FZD4 GABBR2 GALC GALNT1 GALNT2 GAN GAS7 GATM GCNT4 GDF6 GFM2 GJC1 GNG5 GNPTAB GPATCH2 GPCPD1 GPR26 GTF2I GXYLT1 GYG2 HAND1 HAS2 HDLBP HDX HECTD2 HIC2 HIF1AN HIP1 HMGA2 HOOK1 HOXA1 HOXD1 HSPA14 IGDCC3 IGDCC4 IGF1R IGF2BP1 IGF2BP2 IGF2BP3 IL13 IMPG2 INSR IQCB1 IRS2 ITGB3 KCNC2 KCNJ11 KCTD17 KCTD21 KDM3A KLF8 KLF9 KLHDC8B KLHL31 LAMP2 LBR LEPROTL1 LIMD2 LIN28A LIN28B LINGO1 LIPH LIPT2 LPGAT1 LRIG2 LRIG3 MAP3K9 MAP4K3 MAPK6 MAPK8 MARS2 MASP1 MBD2 MDM4 MED8 MIB1 MMS22L MRS2 MTDH MTRES1 MYCN NAP1L1 NEK3 NGF NHLRC3 NIPAL4 NKAPD1 NME4 NME6 NPHP3 NR6A1 NRAS NYNRIN ONECUT2 OPA3 OSBPL3 OSMR PABIR1 PALD1 PAPPA PARPBP PBX1 PBX2 PBX3 PCDH19 PCGF3 PDE12 PDPR PEG10 PEX11B PGRMC1 PIGA PIK3IP1 PLA2G3 PLAGL2 PLEKHA8 PLEKHG6 PLEKHO1 PLPP5 PLPP6 PLXNC1 PLXND1 POGZ POLL POLR3D PPP1R15B PPP1R16B PRRX1 PRSS22 PRTG PTAFR PTPRD PXDN PXT1 RAB11FIP4 RAB8B RALB RASGRP1 RBFOX2 RDX RFX6 RGS16 RGS6 RICTOR RIMOC1 RNF165 RNF20 RSPO2 RUFY3 SALL3 SALL4 SCN11A SCN4B SDK1 SEMA4C SENP2 SENP5 SFMBT1 SIGLEC14 SIGLEC5 SKIL SLC10A7 SLC16A9 SLC20A1 SLC25A27 SLC2A12 SLC31A2 SLC35D2 SLC38A9 SLC5A6 SLC5A9 SLF2 SMARCAD1 SMC1A SMIM3 SNX16 SNX30 SOCS4 SPRYD4 SRGAP1 STARD13 STARD9 STIMATE STK40 STRBP STX3 SUB1 TAF9B TBKBP1 TET3 TGFBR1 TGFBR3 THOC2 THRSP TMEM121B TMEM167A TMEM65 TMOD2 TMPPE TMPRSS2 TNFSF9 TRIM67 TRIM71 TSC1 TSEN34 TSPEAR TTLL4 UGCG UHRF2 USP24 USP38 USP44 UTRN VIRMA WNT9B XK XKR8 XRN1 XYLT1 YOD1 ZBP1 ZBTB5 ZBTB8B ZFYVE26 ZNF275 ZNF280B ZNF322 ZNF512B ZNF516 ZNF583 ZNF644 ZNF710 ZNF784 ZSWIM5 MIR4460 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4460 ABHD5 ACSL6 ADAM10 AFTPH ANKRD17 ARL15 B4GAT1 BACH1 BLTP1 C6orf120 C6orf47 CBLL1 CCNB1 CCNE2 CD226 CHCHD3 CLDND1 CTNNA3 CXADR DLST DYNC1LI2 DYNLT3 EGR2 ERC2 FCHO2 FSTL4 GPR161 HDAC7 HDGFL3 HEY2 IGFBP5 IPO7 IRGQ KAT2B KATNBL1 KBTBD6 KLF6 KLF9 KRR1 LHFPL2 MED13 MFSD14A MIER3 MMD MROH9 MRPS18C NFE2L2 NLK NMD3 NPR3 PALM2AKAP2 PARD6B PBOV1 PTBP3 PURB RALA RIC1 RNF19A SDC2 SEL1L SEPTIN2 SORCS1 SRGAP3 SUGCT SULF2 SYT1 TANC2 TMEM260 TNFRSF21 TSPAN12 TSSK2 TVP23B TVP23C UBE2V1 WASF1 WDFY3 WNK4 YOD1 ZBTB10 ZBTB20 ZC3H11A ZKSCAN4 ZNF781 ZNF800 MIR4462 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4462 AIDA ATP2A1 BBOF1 CCT2 DLG5 DTX1 ECE2 EEF1AKMT4-ECE2 MAGI1 OSBPL5 PDCD2 RANBP9 RSPRY1 TRIM37 ZNF597 MIR4463 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4463 ABCC9 ADIPOQ ADNP ADSS2 AGO2 AMOT ARRB1 ASAP2 BNC1 BRINP3 CCDC86 CCDC97 CD8A CDC6 CLDN1 CNOT2 CRK CTSV DCDC2 DDX55 EAF1 EBPL EMB EXOC6 FGF5 G3BP2 GABRB1 GAN GDPD2 GLIPR1L2 GLYAT GOPC HIF1A IGSF21 IREB2 KATNAL1 KCNV1 KLF12 KLRD1 KRR1 LOXL2 LPGAT1 LPP LRRC59 MAN1A2 MCCC2 MMRN2 MRPL35 NALF1 NRG3 OAS2 OPHN1 PALM2AKAP2 PARP15 PDE8B PDGFRL PDHA1 PITPNA PPP1R10 PRMT2 RAD51B RBFOX3 RIPK4 RPA1 RPIA SELENON SHISA9 SLC8A1 SLC9A4 SPC25 SURF4 TCAF2 TMEM203 TRIM33 TRIM4 USP31 VAMP1 XKR9 ZNF124 ZNF207 ZNF264 ZNF326 ZNF785 ZSCAN21 MIR4464 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4464 ADAM17 ALDH3A2 ATMIN CHN2 CKAP2L DDX3X DDX3Y DNAJA3 ELOVL5 EML1 ESYT3 EYA1 FBXO28 FNDC3A FUBP3 GABRG2 GM2A GREM1 HHEX HNRNPUL2 IMPACT IRAK1BP1 KCNH8 KCNJ13 KIAA1217 LIPA MARCHF7 NAA15 NOP58 NR2F2 NSD2 OPRM1 PCDHB4 PCYOX1 POU4F1 PPP2R5A PSME3IP1 RAB27B RCAN2 SLA SLC39A4 SLC46A1 SLITRK4 SOCS5 SPZ1 SRSF11 SRSF2 SSH2 STAG2 SYT16 TANK TBCA TCP11L2 TMEM106B TP63 TSPAN13 UBE2G2 UTY WDHD1 YWHAE ZC2HC1A ZNF107 ZNF117 ZNF140 ZNF28 ZNF462 ZNF479 ZNF483 ZNF493 ZNF765 MIR4465 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4465 ABCC4 ABHD5 ABL2 ACADM ACBD5 ACSL3 ACVR1C ADAM17 ADAM19 ADAM23 ADAM9 ADAMTS19 ADAMTS6 ADM ADRA1A AKAP7 ALDH5A1 ALS2 AMOT ANKRD28 ANKRD63 ANKS1A ANKS1B ARFGEF1 ARHGAP21 ARL5B ARL6IP6 ARMCX2 ARPP19 ART3 ASPN ATAD1 ATF2 ATM ATP11C ATP1A2 ATPAF1 B3GNT5 B4GALT4 BAG4 BAK1 BAZ2B BBS7 BBX BCR BEND4 BFAR BHLHE40 BID BLOC1S2 BOD1 BRWD1 C18orf25 CACNA1C CACNB2 CAMSAP1 CASZ1 CCDC28A CCDC6 CCDC82 CCNJ CD200 CDC6 CDK2AP1 CDK6 CDK8 CELF2 CELSR1 CEP350 CHAC1 CHD1 CHFR CHORDC1 CHSY1 CILP CIPC CLASP2 CNTNAP3 CNTNAP3B COL10A1 COL19A1 COL1A2 CPPED1 CPSF2 CRADD CREB1 CREBRF CREBZF CTH CTNND2 CTSV CTTNBP2NL CTXN3 CXADR DAPK1 DCDC2 DDX17 DENND1B DGKH DLG5 DMRT3 DMXL1 DNA2 DOCK4 DUSP5 E2F7 EIF2S1 EIF4G2 EIF5 EP300 EP400 EPB41L3 EPC1 EPC2 ERC2 ERLIN1 ESR1 ETNK1 EZH2 FA2H FAM136A FAM172A FAM199X FAM98A FANCF FBXL19 FBXO11 FBXO28 FGD1 FGF18 FHIP1A FLVCR1 FPGT FRAT2 FRMD4B G2E3 G3BP2 GABRA4 GABRB2 GMDS GMFB GNA13 GPALPP1 GPR52 GRHL3 GSK3B HAS3 HEPHL1 HGF HMGA1 HMGA2 HOXA5 HOXA9 HOXC4 HOXD13 HSPA8 HTR1B ICE1 IL18R1 INHBB IQCJ ITGA6 ITGB8 JAG1 JARID2 KBTBD8 KCNJ2 KIAA2013 KLHL18 KLHL42 KPNA2 KPNA6 LARP1 LEF1 LIMS1 LIN28B LMLN LNX2 LOXL2 LRRC2 LSM11 LSM12 LTBP1 MAB21L1 MAEA MAN2A1 MAP2 MAP3K7 MAP7 MAPK6 MARK1 MAT2A MATR3 MCL1 MCUR1 MDN1 MFSD14A MICAL3 MIER1 MMP16 MRAS MSMO1 MTDH MTFMT MTM1 MTTP MTX2 MXI1 NAA15 NAB1 NABP1 NAGPA NAP1L5 NATD1 NCEH1 NCOA4 NEK1 NHS NIPAL2 NLK NT5C1B-RDH14 NUDT11 NUP50 NUS1 OSBPL11 OTUD4 OVOL2 PAK2 PALM3 PALS2 PAN3 PARP14 PARPBP PAWR PCDH18 PCDH9 PCNX1 PDHX PECAM1 PELI2 PEX13 PFDN4 PFKFB2 PFKFB3 PGM2 PGRMC2 PHAF1 PHF14 PHF20L1 PHF21A PHF3 PHF6 PHLDB2 PHTF2 PIK3R3 PIM1 PITPNC1 PLCB1 PLEKHG1 PLEKHH1 PLOD2 PLP1 POLH POLR3G PPP1R15B PPP3CB PPP3R1 PPP4R1 PRKCD PRKCQ PRR5L PSD3 PTEN PTGS2 PTPRD RAB21 RAB5IF RAP2C RASSF3 RB1 RBM20 RBM24 RCBTB1 RCN1 RCN2 RCOR1 RDH14 REEP3 RESF1 REST RFK RGS4 RHD RHOQ RHOU RLF RNF141 RNF6 RPGR RPS6KA6 RSPRY1 RTF1 RYK SACS SBNO1 SCAMP1 SEMA6D SENP5 SEPTIN10 SERBP1 SFPQ SFXN1 SH3PXD2A SH3RF1 SHANK2 SKP2 SLC16A6 SLC19A2 SLC1A1 SLC22A23 SLC24A4 SLC25A16 SLC25A36 SLC2A13 SLC33A1 SLC35E4 SLC36A4 SLC38A2 SLC45A4 SLC4A4 SLC5A1 SLC7A11 SMAD1 SNN SNX20 SOCS7 SPDYE5 SRCAP SRGAP1 SRP19 SRSF6 SSH2 SSX2IP ST6GAL2 STK39 STRADB STRBP STXBP5 STYX SULF1 SUZ12 SV2C SYT10 TAF9B TANC2 TAOK1 TBC1D15 TBC1D4 TENT2 TET1 TET2 TET3 TGIF2-RAB5IF THAP2 THUMPD3 TM2D3 TMC7 TMCC1 TMEM106B TMEM184B TMEM248 TMEM260 TMEM265 TMEM68 TMEM86A TNPO1 TNRC6A TNRC6B TNRC6C TOB1 TOP1 TP53INP1 TRANK1 TRIB2 TRIM65 TRPC3 TTC13 TTPA TTPAL TWF1 UBE2G1 UBE2H UBE4B UBN2 UBR3 UCK2 UGT8 ULK1 ULK2 USP15 USP25 USP3 USP37 USP9X VANGL2 VDAC1 WNK1 WNK3 YAF2 YPEL1 ZBTB18 ZCCHC24 ZDHHC18 ZDHHC20 ZDHHC6 ZFC3H1 ZFHX4 ZIC5 ZNF235 ZNF410 ZNF462 ZNF469 ZNF516 ZNF598 ZNF608 ZSWIM6 MIR4468 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4468 ACADL ADAM22 ADCY9 ADH1A ADH1C ADPRM AKIRIN1 ALCAM ALDH6A1 ARHGEF37 ATAD2B ATG14 ATXN1 BACH2 BBOX1 BDKRB2 BEND2 BMF BSDC1 BSN CADM1 CAMSAP1 CCDC144NL CDC42SE2 CDK19 CEACAM4 CLOCK CLSTN2 CRIM1 CRYBA1 CYB561D1 DCLK1 DHX36 DIPK1A DNAJC3 DPPA5 DTWD1 EFS EPHA2 FBXL20 FKBP1B FKBP5 GABBR1 GAP43 GARIN6 GNAI3 GPR174 HIPK2 HLA-DPB1 IGF1R JAK2 JMJD6 JRKL KANK4 KAT7 KDM2A KIF11 KIF21A KRBOX5 KRT39 KRTAP9-2 KRTAP9-8 LATS2 LDLRAD3 LPCAT2 LRP8 MAPK8IP3 MRPS30 MS4A15 MTUS1 NARS1 OSER1 PAX3 PDE12 PELI1 PGAP1 PHKG2 PITPNM3 PLOD2 PLXNA2 PPM1L PPP3R1 PPP4R3A PPTC7 PTPRR PTPRT QPRT RASSF2 RBPJ RC3H1 REG4 RGS7BP RIMS3 SDCCAG8 SEMA6A SERPINB2 SERTAD2 SF3B1 SGCZ SLC35A5 STX11 SYT14 TEF TEX261 TMEM230 TNFAIP1 TNRC6B TPM3 TPRG1 TSPAN5 TTPAL USP10 UTY VSX2 WDFY1 WNT9B ZC4H2 ZNF571 ZNF730 MIR4469 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4469 ADGRL1 AGAP1 ASIC1 ATXN1L BARX2 BST2 C14orf132 CACNA1E CACNG8 CAPN15 CD300A CDK18 CLCN3 DDX55 DESI2 DHX33 DTX4 EDN1 EMX2 ERMN FAM104A FAM114A2 FAM131A FAM170A FAM199X FAM78B FGF11 FOXK1 FRMD5 GOSR1 GPR176 GPRC5B GRAMD1B GRSF1 GSK3B GTPBP10 HOPX HOXB7 HTR7 IL1R1 JARID2 KCNA7 KCNQ3 KDM4C KLHDC7A LMO2 LSAMP MAP1A MAP2K3 MAP2K4 MAP7D3 MIDEAS MSI2 MSX2 MYOCD NAALADL2 NCAM1 NOL9 NR6A1 NTM OXSR1 PALM2AKAP2 PICK1 PLCB3 PPFIA2 PPP1R16B PPP1R1A PPP1R21 PPP3CA PRCP PSIP1 PTPRG RABEP1 RASL10B RBL2 RFX5 RNF165 RPA3 SASS6 SDHC SEC14L5 SETD7 SINHCAF SLC25A16 SMG7 SOX11 SPATA13 SPTLC3 SRSF6 STK32C STK35 SUPT3H SYNPO2L TAF1L TAOK2 TMEM121B TMEM132B TMEM38B TMEM39A TMOD2 TNFRSF13B TRIM67 TRIQK UCK1 UPF1 VDAC3 VPS26B VPS33B WDR43 ZBTB20 ZNF691 ZNRF2 MIR4470 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4470 A1CF ABHD13 ADD3 ADRA2C AGMO AKAP13 ALCAM AP3M1 AP3S1 APLN ARHGAP6 ARID4B ARL6IP5 ARMC1 ARPP21 ASCC3 ATF6 ATP5MC3 ATP6V1H ATP8A1 ATP9A AXIN2 AZIN1 BBOF1 BBX BCL2L12 BET1 BMI1 BRWD3 BTRC C1QL3 C5orf15 CACNA2D3 CACNB4 CACNG1 CADM2 CALN1 CAMK2D CAMSAP2 CASK CATSPERE CBFA2T3 CCDC125 CCDC178 CCNY CCSER1 CCT8L2 CD47 CDC42 CDHR3 CELF2 CEP83 CERT1 CHSY1 CLASP1 CNOT2 COBL COL1A2 COL5A2 COMMD3-BMI1 CPSF7 CREBRF CTTN CUL5 CYLD DELE1 DENND1B DENND4C DERL2 DMXL1 DNAJB14 DOCK10 EBF3 EGLN1 ELL ELL2 EML1 ENTPD1 EVI5 EYS FAM174B FAM78B FAM81A FBXL12 FBXW11 FBXW2 FBXW7 FIGN FOXF2 FOXO1 FPR3 FRS2 GATA3 GATAD2A GNB1 GNB4 GPC6 GRID2 HACE1 HIGD1A HIPK3 HOXA9 HS6ST2 HSPH1 IFNW1 IGSF10 IKZF5 IL18R1 IL20RA IRF2BPL JPH3 KCNE4 KCNH8 KHDRBS2 KLF11 KLHL31 LAMC1 LHX8 LIMS1 LRRC55 LTN1 LTV1 MAGED2 MAGI2 MAN1A1 MAPK7 MBNL1 MCPH1 MECOM MECP2 MKX MORN2 MPZL3 MTHFD1 MYO1C MYO1D NAMPT NCALD NCAPD2 NCOA7 NF1 NFE2L1 NFYC NOTCH2 NPTX1 NRN1 NUP58 NUP98 OSTF1 OTUD6B PAN3 PAPPA PCNX1 PDE5A PDE7A PHF21A PIK3AP1 PLEKHA3 PLPPR2 PMP2 PPM1K PPP3CB PRDM10 PRKAA1 PRKACB PRKAR2A PRR27 PRTG PRUNE2 PSME4 PTEN PTER PTP4A1 PTPRD PTPRG PYGO2 QSER1 RAB10 RAB2A RAB3B RABGEF1 RALGAPB RARG RERG RETREG1 REV3L RIMKLA RNF208 ROCK1 RPL32 RPRD1B RWDD2A RWDD3 SCN7A SCN9A SEC22A SEPTIN9 SERINC5 SERTAD4 SETX SH3KBP1 SKIL SLAIN1 SLC30A1 SLC35D1 SLC39A9 SLC44A2 SLC7A1 SLC9A7 SNX19 SNX4 SNX6 SORBS2 SORL1 SORT1 SOX6 SREK1 SRF SSH2 ST13 STK39 STX17 TACC1 TAGAP TARBP1 TBC1D12 TBC1D25 TNS3 TOR1B TP63 TRIO TRUB1 TULP3 UBAC2 UGT3A2 UHMK1 UNC13C USP13 VAMP1 WDR37 WDR82 WIPI2 WNK3 XPR1 YWHAG ZC3H15 ZMAT3 ZNF445 ZNF501 ZXDB MIR4471 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4471 ABI2 ACSL5 AFF4 ANKIB1 ANTXR1 ARPC2 ATOSB ATP8A1 ATRN ATXN7L3B B3GNT2 BEND4 CAPS CCSER1 CD44 CDCA2 CDS2 CHRNA9 CLCC1 CNGB3 CNNM3 COPS4 CPSF2 CSRP1 DEDD DSTYK ERICH1 ESYT3 EVA1A FBXO32 FGF20 GORASP1 GPC4 GSTO2 HACD2 HSD17B8 IMMP2L INTS10 ITGA11 ITSN2 JADE2 KLF4 LARP4 LRRIQ3 MAFB MAP1A MITF MTOR NOS1 NR3C1 NSFL1C PARVB PCP4L1 PNP POU2F1 POU2F3 PPM1L PRKD1 RELN RPS3A SERTAD3 SKAP1 SLAMF8 SLC16A2 SMARCA1 TACC2 TNFAIP2 TOMM6 TTC9 XCL1 ZBTB34 ZNF597 MIR4472 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4472 ABCC6 ABCD1 ACSF2 ADORA3 AMOTL2 ANKRD13B ARL5B ATG14 ATG16L1 AVPR1A BCL2L1 BCL7A BCL7B BCORL1 C5orf15 C6orf141 CAPN15 CASK CASTOR2 CBFA2T2 CCDC3 CCDC97 CENPI CMTR1 CNDP1 CPLX2 CRLF2 CYP26B1 DDA1 DERL1 DNMT3B DTX3 ELAVL4 ERN2 FIBCD1 FOXP4 G6PC2 GARS1 GATAD2B GCM1 GIT1 H2AB1 HCN2 HOXC8 IDH3B IGF2 IGFL3 INTS6 IQSEC2 KATNAL2 KCNAB2 LAMC1 LDB3 LHX6 LSAMP MAP3K9 MECP2 MMP24 MPL MSI1 MSN MTHFSD MYO18A NACC1 NECTIN1 NFASC NFIC NGFR NOVA2 NSL1 NTSR1 NUAK2 NXPH3 OPA3 P2RY4 PAX5 PDLIM3 PLEKHM3 PPP2R1A PRELP PTPDC1 RIMOC1 RPAP3 RSPO4 SEMA4G SEMA6A SEPTIN6 SERTAD2 SHISAL1 SKI SLC22A7 SLC6A17 SLC7A8 SLC9A1 SPATA31D4 SPINT3 STAC2 STX1B SYT7 TADA3 TCF12 TIE1 TTC9 TTYH3 TXK TXNRD1 URM1 VAMP2 ZC3H7B ZSWIM4 MIR4473 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4473 ADAM7 ADAM9 ADAMTSL3 ADCYAP1 ARFGEF1 ARID4B ARL5B ASAP2 ATXN7 BRAP C2orf69 C5orf22 CAMSAP1 CAPRIN2 CCDC6 CCNL1 CDK19 CNOT2 EIF2AK1 EPC1 FBN1 FIGN IKBIP IL6ST IPO7 IQCH KIF23 KLF7 KMT2C LCOR LDOC1 LOXL3 LUZP2 MB21D2 MBD2 MPHOSPH9 MTMR12 NFIA NIPSNAP2 NPNT OLFM3 OTULINL PAFAH1B1 PAIP1 PCNX1 PICALM PIK3R5 PKN2 PLLP PRR32 PRX PSAP QRSL1 QSER1 RAB5A RALGPS2 RANBP2 RAP1A RAVER2 RFK RFX7 RNASE11 SBF2 SEPTIN2 SLC24A2 SLC25A40 SLCO3A1 SP1 SPOP SPRED1 SYT9 TMEM250 TMEM30A TMOD1 TMOD2 TMSB4Y TOB1 TOM1L2 TTYH1 UBL3 ULK2 VPS13D WNK1 WNT5A ZBTB37 ZFYVE16 ZNF213 MIR4474_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4474_3P ADARB2 ADIPOR2 AHRR ALOX15 ARNT2 BCL11B CADM1 CAPZA2 CDC7 CGGBP1 CHD7 CLRN1 COL24A1 COL3A1 CRIM1 CTSB DAB2 DENND1C DESI1 DOK1 DUSP18 ECHDC3 EHMT1 ELOVL2 EPHA3 FAM210B FASLG FBXW7 FNDC5 GINS3 GJD3 GRIK1 HS6ST2 INSM1 MAOB MAP6 MBNL1 METAP2 MRPL57 MRPS25 NAB1 NAIP NLK NPEPPS PAK5 PARP8 PCDH9 PDE7A PIK3R1 PRDM7 PRDM9 PRR14L RABL6 RAI2 RAMP1 RASSF8 RBPJ RHOQ RIMOC1 RNF144B RNF2 RNF41 RTL10 SCAF4 SCRT2 SCYL1 SERP1 SLC38A2 SLC45A4 SPIRE1 STAC SYS1 SYT1 TBL1XR1 TLR5 TMEM216 TMEM47 TMEM52B TRPC5 VAMP4 VPS29 XPO4 YWHAH ZFYVE26 ZNF480 ZNF589 ZNF773 MIR4474_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4474_5P ARMCX3 ATG12 ATP2B2 AWAT2 BPNT2 CCDC140 CWC27 EML6 F7 FEZ1 GPR161 GPR52 HPSE2 IST1 ITK KCNA4 KLRG1 LIN7C LUZP1 LYVE1 MRPS35 NLGN1 OSBPL6 OTUD6B PACC1 PLXDC2 PPM1G PPP6R3 PTBP3 PTX3 RAB8B RGL1 RNF180 RYR2 SGTB SLAIN1 SRSF7 STARD7 SYNJ2BP TACC1 TESK1 TMEM255A TPT1 TRIM58 TUBG1 TXNDC5 UBE2D2 UBE2D3 XG ZBTB44 ZFHX3 MIR4475 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4475 ABCG2 ANOS1 BCL11A CCDC150 CD44 CDC23 CEP44 CLSTN2 CRELD2 CRIPT CTBP2 CYB5R2 DGKH DMRTC1 DMRTC1B DST ELOA ERC2 FEZ1 FSTL4 GEM GRHL2 HAPLN4 IGFBPL1 INPP4A KCNB1 MAP3K2 MARCKSL1 MED12L MEF2C MIB1 MPC2 NPAT PCDHB4 PDE7A PIP4P1 PJA2 PLG PLGLB1 PLGLB2 PPM1B PRDM16 RABL3 RASGEF1B RBM39 RNF38 RPS6KA3 SIPA1L2 SLC39A9 SMARCA5 SMARCC2 SOX4 SPSB3 SSR1 TRIM14 TTF1 U2SURP UBE4B UFM1 UGDH USP8 YTHDF2 ZFHX3 ZFP28 ZIC3 ZNF24 ZNF473 ZNF559-ZNF177 MIR4476 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4476 AAK1 ABHD2 ACKR2 ACP7 ACSL4 ACVR2B ADGRF2 ADIPOQ ADRB3 AK4 ALOX15 ALS2 ANGPT4 ANKRD13C ANKRD45 AP1S3 APEX2 ARIH2 ASTN1 ATAD2 ATOX1 ATP6AP1 BCAM BCL11B BHLHE40 BLMH BMP3 C10orf82 C11orf87 C5AR1 C5orf24 C6orf136 C9orf152 C9orf57 CALCA CAMK2D CAMK4 CAMKV CCDC149 CDIP1 CDK6 CEACAM1 CREB3L2 CSNK1E CSTF2T CWC27 DCAF7 DLEU7 DLG2 DOCK8-AS1 DPYSL2 E2F3 E2F7 EBF2 EEF1AKMT3 EHD2 ELFN2 ELK4 EPHA8 FAM168A FAM222A FBXO41 FCGR1BP FEM1B FGD6 FN3KRP FNDC5 FOXJ2 FRZB FSCB GID4 GJA4 GJB1 GLRB GNE GPATCH2L GPATCH8 GRAMD1B GUCY1A2 HAND1 HERC3 HLTF HMG20A HMGXB4 HNRNPR HOOK3 HOXA3 HTR2C IGDCC4 IL18BP INSM2 JCAD JMJD8 JPH1 KCNK9 KDM5C KIAA0825 KIAA1217 KLHL7 KRT38 LANCL1 LCT LENG8 LRIT3 LRRTM4 LSAMP LUC7L2 MAN2A1 MAP10 MASP1 MCRIP1 MED14 MLH3 MLLT11 MPRIP MPZL2 MRPS16 MSMO1 MYO5C NABP2 NACC2 NALF1 NDUFA10 NEBL NFAT5 NIPAL3 NR3C1 NR4A3 NR6A1 ONECUT2 OSBP OTUD6A P2RY10 PABIR3 PARP11 PARPBP PCGF3 PDP2 PEAK1 PGRMC2 PHB1 PHF21A PHF8 PIP4P1 PIP5K1A PITPNM3 PLSCR1 PNMA2 POU2AF1 POU3F1 PRLR PRRC2B PSMD11 PTAR1 RAB11FIP2 RAB15 RAB5A RAB5B RAB6B RANBP10 REEP4 RNF157 RPA1 RTKN2 RUSC1 SATB2 SCAF11 SCN2B SDK1 SEC14L1 SH2B3 SH3TC2 SHISA6 SHISA9 SLC29A2 SLC7A1 SMARCD1 SNX27 SOCS4 SOCS7 SOGA1 SPOCK1 SRCIN1 SRGAP2 SRGAP3 SSH2 ST6GALNAC5 SUSD6 SV2C TAL1 TAP2 TFAP2B TMED4 TMEM138 TMEM25 TNR TOR1AIP1 TPTEP2-CSNK1E TRAF3IP1 TRIM22 TRMT10B TRRAP TSC22D2 TTC13 TTI2 TTLL7 TVP23A TWIST1 UBN2 UBQLN2 UBXN1 UNC80 USP12 USP37 VAMP2 VPS26B WASF2 WDR33 WDR48 WIPF2 XPR1 ZC4H2 ZDHHC2 ZFYVE26 ZNF169 ZNF585B ZNF609 ZNF664 ZNF709 ZXDC MIR4477A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4477A ABHD4 ACADL ACKR3 AFDN ALDH1A1 AMOTL2 ANAPC5 ANK1 ANKRD10 ANKRD12 ARHGAP32 ARHGAP45 ARHGEF12 ARID2 ARID4A ASCC3 ASPA ATAD2 ATG3 ATP2A2 ATP8A1 BARD1 BCAS1 BHLHE40 BLTP3B BLZF1 BMAL1 BNC1 BPNT2 BRAF BRI3BP BRWD3 BSPH1 C14orf132 C1orf43 C21orf91 C5orf24 C5orf34 C7orf31 CA13 CA2 CACNB4 CADM1 CARNMT1 CASK CAVIN2 CBX1 CCDC158 CCDC28A CCNE1 CCP110 CD274 CDC27 CDH20 CDK15 CEP135 CEP76 CERT1 CFAP298 CFAP95 CHD1 CHMP3 CHRDL1 CKAP4 CLASP1 CLDN8 CLTRN CNOT7 CNRIP1 CNTNAP2 COL13A1 CREBRF CRTC2 CSHL1 CTSS CUX2 DCUN1D5 DEPDC7 DGKH DGKK DHFR DHFR2 DIP2A DIPK2A DIRAS3 DLAT DNAJB4 DNAJC25 DNALI1 E2F5 EED EIF3J ENTPD1 ENTR1 ENY2 ERRFI1 ETNK1 EYA1 F2R FAM107B FAM120A FAM199X FAM200C FAM220A FBXW11 FGFR2 FOXJ2 FOXQ1 FZD3 GABARAPL2 GAS2L3 GDF10 GEM GFI1 GFM1 GHR GINS1 GK5 GNAI1 GNGT1 GPR176 GRM7 GSPT1 GTF3C3 GUCY1A2 HEPHL1 HESX1 HIGD2A HINT3 HMGN5 HNRNPD HOOK3 HOXA13 ICA1 IDS IER5L IL2 ING3 INHBE INTS12 IQCJ IQCJ-SCHIP1 IQCK ISL2 ITFG1 ITGB4 JAG1 JPH1 KANK2 KBTBD2 KCND2 KCNIP3 KIF11 KIF14 KLF15 KLF3 KLHL1 KLHL17 KLHL25 KLHL32 KLRF1 KRTAP1-5 KRTAP3-1 KRTAP9-9 LGALS3 LIMS1 LIN7C LMAN1 LMO3 LONRF2 LRATD2 LRCH2 LRIG3 LRRC8B LRRC8D LSM7 MACC1 MAGEC2 MAN1A1 MAP3K2 MAP4K5 MATN1 MBNL3 MCTS1 MEX3C MEX3D MID1 MIER3 MINDY2 MKLN1 MKX MLLT10 MMP16 MMUT MOXD1 MPP7 MRFAP1 MS4A12 MTHFD2 MYCT1 MYEF2 MYO5A NAB1 NAE1 NALF1 NAP1L1 NCBP3 NEDD4L NEMP1 NF1 NFAT5 NIPBL NOD1 NR0B1 NRXN1 NUDT7 NUFIP2 NUP210 ORC6 OSBPL3 OXNAD1 PAFAH1B1 PAGE2 PAGE2B PAGE5 PAMR1 PAN3 PARG PASD1 PCDHB5 PCLO PCOLCE2 PDE11A PDE7B PDXP PEX3 PF4V1 PHC3 PKD2 PLIN3 POLR2D PPM1E PPM1L PPP2R2A PPP6C PRDM10 PRICKLE1 PRLR PSIP1 PTAFR PTPN11 PTPN4 PTPRB PTPRK RAB21 RAB27B RAB8B RALYL RAP1GDS1 RAP2C RASA2 RBM26 RBM41 RBMX RC3H1 RCOR3 RECK RFLNA RHEB RIPOR2 RNF103-CHMP3 RNF13 RNF138 RNF145 RNF146 RNF213 RP2 RPL15 RPRD1A RPRM RSBN1L RSF1 RSPO4 RTKN2 RWDD1 RWDD4 SASS6 SC5D SCAI SCEL SDE2 SDHAF3 SEMA4B SESTD1 SETBP1 SHISA2 SIGLEC10 SIPA1L2 SLAIN2 SLAMF7 SLC17A6 SLC18A2 SLC22A15 SLC25A24 SLC35A4 SLC46A3 SLC4A10 SLCO1B1 SMAP2 SMG5 SON SORBS1 SPRED1 SPRYD7 SREK1 SRPK3 SRPX SS18L1 SSPN SSR3 ST8SIA4 STIL STON2 SYCE3 SYPL1 TAB2 TAF3 TBC1D9B TBXAS1 TCEAL7 TENT2 TENT4A TET2 TFEC TFPI2 TFRC TGFB2 THAP2 TJP2 TKTL1 TM9SF2 TMEM108 TMEM129 TMEM135 TMEM170B TMEM215 TNKS2 TNPO1 TNRC6C TOLLIP TPR TPRA1 TRIL TRIOBP TRPS1 TSLP TSPAN7 TSR2 TTN TUBB3 TULP4 TWSG1 U2AF1L4 UBA3 UBL5 UBR1 UBR3 UCN UGT8 UHRF2 URGCP USP25 USP43 USP47 UTP18 UXS1 VTA1 WASHC4 YTHDF1 ZCRB1 ZCWPW1 ZDHHC13 ZDHHC20 ZDHHC9 ZNF112 ZNF280C ZNF354C ZNF431 ZNF540 ZNF827 MIR4477B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4477B AAGAB AAK1 ABL2 ACVR2A ADAM23 ADGRL3 AEN AIDA AKAP8 AKR1E2 AMZ1 ANKRD13A ARHGAP18 ARHGAP6 ARHGEF3 ARPP19 ATG5 ATOSA ATP11A ATP5IF1 B3GALNT2 BCL11B BMP2 BMP6 BMPR2 BRK1 C14orf39 C18orf25 CASC3 CCL4L2 CCNJ CCT8 CD19 CDC73 CDON CEBPD CEP112 CETN1 CETN3 CFL2 CHCHD7 CHD6 CKMT2 CLOCK CMC1 COL5A2 CPD CPE CPEB1 CPPED1 CRYL1 CXCL6 DAAM1 DAZL DCP1A DCUN1D5 DDX46 DENND2C DGKH DHX40 DLG1 DNM3 DYNLRB1 DZIP1 EIF4G2 EIF5A2 ELFN2 ELL2 ENDOV ENOSF1 EPHA3 EPHA7 EPM2AIP1 ERO1A ESRP2 EYA4 FABP2 FBXO22 FBXO25 FGD4 FKBP15 FKBP5 FLRT3 GALNT3 GATAD2A GBP3 GCN1 GEMIN8 GET1 GNPNAT1 GOLIM4 GPR22 GPR37 GPSM2 GPT2 GREM1 GTF2I HDAC9 HECTD1 HES5 HEXIM1 HIPK3 HIVEP1 HOOK1 HSPA9 IFITM10 ING3 INO80D IPCEF1 ITPR3 KAT6A KCTD7 KLHL14 LMBR1 LRRC19 LSMEM2 LUM MAB21L1 MAGI3 MAP3K2 MAP4K4 MAPKAPK2 MBOAT2 MDGA2 MEAF6 MED13 MGAT4A MICAL3 MINDY2 MKLN1 MOB1B MON2 MORC1 MPZ MRPL17 MS4A12 N4BP1 NAA30 NANP NCOR1 NEXN NID1 NUFIP2 OSBPL6 PABPC1 PANK3 PAQR3 PCSK6 PDCD10 PDE3B PEG3 PHACTR2 PHF6 PIFO PIK3C2A PLAU PNPLA1 PON2 PPCS PPP1CB PRRG1 PSEN2 PSME4 PTAR1 PTGDR PTGFR PWP1 RAB2A RAB30 RAB40B RAI14 RAPGEF6 RCOR3 REEP1 RELN RHOBTB1 RIF1 RIOX1 RMI1 RNASE11 RNASE4 RNF216 RPRM RPS6KA3 RRM2B RYR3 SCN1A SEC22B SERF2 SGTB SLC1A4 SLC27A6 SLC39A14 SLC46A3 SLC50A1 SLITRK4 SMAP2 SNX6 SOCS4 SOD2 SORCS3 SOX9 SPATA6L SPIN1 SPON1 SPOPL SPRED1 SPRTN SPTSSA SREK1 SRPK2 SRSF2 SRSF8 STARD5 STEAP2 SULT6B1 TBCCD1 TBL1XR1 TBX3 TCEANC TCF4 TDRD6 TEAD1 TEX12 TFDP1 TGFBR3 THBS1 TIMMDC1 TIPRL TMEM108 TMEM218 TMEM38B TPD52L2 TRAPPC3L TRIM2 TRPM1 TSPYL1 TTC21B TTC22 TXNDC16 UBE2A UBR3 UNC50 USP10 UTP14C UTP25 VMA21 VPS13C VPS53 WTAP YAP1 YOD1 ZBTB10 ZBTB7A ZCCHC14 ZCRB1 ZDHHC9 ZER1 ZFP42 ZMYM1 ZMYND19 ZNF124 ZNF333 ZNF608 ZNF800 MIR4478 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4478 ABCC1 ABCD3 ABI1 ACVRL1 ADGRG5 AFF4 ALS2 ANK1 APOBEC3F ATM AUNIP C4orf3 CA10 CBX5 CCDC174 CDADC1 CDC23 CEP83 CERS6 CHMP5 CHST11 CHST3 CLVS1 COL21A1 COPS7B COQ5 CORO2B CRIPT CYP1A2 CYP20A1 DCAF16 DCD DDX31 DYNLL1 EEF2K EGFR EIF4E3 ERCC6L2 ETV6 EVI5 F2RL2 FAM20B FAM86C1P FBXL20 FBXW2 FEN1 FKBP4 GABRB2 GFRA1 GJC1 GNB4 GNPNAT1 GORASP2 GPI GPR156 GPR15LG GRB10 GRK3 GTF3C1 HIF3A HMCN1 HMGCS1 HOGA1 HOOK3 IGF2R IGLON5 IKBKE IKZF3 IL13 IMPA1 IRGQ KCNB1 KCNJ10 KCNMA1 KIR2DL4 KPNA1 KRT10-AS1 KRT75 KRTAP24-1 LAMP3 LEPR LHCGR LRRC51 LYPD5 MARCHF6 MAVS MBNL3 MCFD2 MDM2 MDM4 MEAF6 MED14 MICAL2 MMP24 MOCS2 MTMR3 MTMR4 MTREX NALF2 NBPF1 NBPF11 NBPF12 NBPF14 NBPF15 NBPF20 NBPF3 NBPF8 NBPF9 NDUFAF5 NKTR NOMO1 NOMO2 NOMO3 NRIP3 NRP2 OLFML1 ONECUT2 ORAI2 OTUD4 PARVA PAX6 PAX7 PDK3 PDP2 PIK3AP1 PIP4K2B PLEKHA6 PMAIP1 PMP2 PMS1 PRKCA PRMT5 PRUNE1 PSD3 PTAR1 RAB3IP RAPGEF5 RBMS3 RFTN2 RPN1 S100A7A SAMD4B SCAI SEC24B SF3B1 SF3B3 SGPL1 SGSM1 SLA2 SLC10A7 SLC11A2 SLC44A1 SOGA1 SPAG17 SPOCK2 SRGAP1 SRRM4 STAG3 SUCLG1 SZRD1 TBC1D20 TBC1D24 THRB TMCC3 TMEM132D TMPO TNFRSF10B TNFRSF1B TRAPPC2 UNC5D USP8 UTP25 VTA1 XK XPNPEP3 XPO1 ZBTB8A ZC3H4 ZC3H7B ZFTA ZFYVE26 ZNF281 ZNF587 ZNF814 ZNF850 ZZEF1 MIR448 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR448 ABHD13 ABLIM3 ACSL6 ACTN4 ACVR2A ADAM23 ADAMTS8 ADD1 ADD3 ADO AGAP1 AGO3 ALDH8A1 AMER2 AMPH ANK3 ANKRD42 ANO5 ANO8 ARID1A ARMH4 ATAD2B ATG5 ATOSA ATXN7 AURKA AUTS2 AZIN1 BACH2 BAHCC1 BCL11A BCL2 BICC1 BMAL1 BMPR1A BMPR1B BPNT2 BTAF1 BTG3 C17orf75 C18orf63 C21orf91 C9orf40 CACNA1C CADM2 CAP1 CAPRIN1 CATSPERE CBFB CBLL2 CC2D2A CCDC152 CDK19 CEP97 CFAP119 CLCN5 CNKSR2 CNTN5 CNTNAP1 COL19A1 CPEB2 CPSF2 CREB5 CRTC1 CRY1 DAAM1 DACT1 DAGLA DARS1 DCAF5 DCC DCLK1 DDX18 DENND1B DESI2 DMD DNAJB11 DOC2A DOCK9 DPP4 DSC1 DSG1 DSTN DTNA DTX3 DYNLT3 DZIP1L E2F3 EEF1AKMT2 EFCAB7 ELF2 ENKUR ENPP4 EPHA4 ERRFI1 ETNK1 FAM168A FAM168B FAM216B FANCF FAXC FBXL17 FBXO28 FBXO30 FBXO33 FBXO48 FBXO8 FER1L5 FERMT2 FHIP2A FMR1 FNDC1 FOXD1 FOXO3 FOXR2 FRMD6 FXR1 GABRB2 GAN GDF6 GEM GFPT2 GLCE GPHN GPM6A GPR158 GRB2 GRHL3 GRIP2 GTF3C3 HCFC2 HDLBP HECTD2 HECW2 HEY2 HIPK1 HPS6 HS3ST5 IFFO2 IGF1R IGLON5 IKZF1 ILRUN ING2 INO80D IPO7 IRS2 IRX2 JOSD1 KANK4 KCNA1 KCNA4 KCNB1 KCND1 KCNH7 KCNIP4 KCNJ16 KCNK3 KCNMB2 KCNQ4 KCTD1 KCTD9 KDSR KIAA1210 KIF3A KIF7 KLF5 KLHL5 KREMEN1 LEPROTL1 LGSN LHFPL6 LRRC57 LRRC8B LYSMD4 MAGEA3 MAGEA6 MAP2K6 MBTD1 MDFIC MED13L MEF2C MFHAS1 MGAM MON2 MPC1 MPPED2 MRAP N4BP2L2 NAV2 NBEA NFATC2 NFIA NFIC NLGN1 NPR2 NPTN NRG3 OGFOD1 OR2L13 OSMR OTX2 OXR1 PABPC4L PAIP1 PAXBP1 PCDH7 PCDH8 PDE10A PDE12 PDE4D PDE6C PDS5A PELI1 PFN2 PHF13 PHF3 PHKB PIGA PIGV PIK3R1 PIP4P2 PKHD1 PLA2G4A PLSCR5 PPIP5K2 PPP1R12A PPP6C PRDM2 PRKAA1 PRKAB2 PRKG1 PRTG PSMA8 PTBP1 PTF1A PTPN14 PTPRE RAB11FIP2 RAB12 RAB7A RABGAP1 RAI14 RALGPS2 RB1CC1 RBFA RBM41 RCCD1 RCOR1 REST RHEBL1 RICTOR RIGI RNF19A RNF7 RNFT1 RNGTT ROR1 RPS6KA5 RTN4 RTN4RL1 RUNX2 SALL4 SATB1 SBNO2 SCN3A SEMA3A SERTAD2 SESTD1 SETD9 SF3B1 SGIP1 SGK3 SGPP1 SGTB SH3KBP1 SH3TC2 SHC1 SIX4 SKI SLAIN2 SLC12A2 SLC16A7 SLC4A4 SLC9A4 SLC9A9 SLCO5A1 SMAP1 SMURF1 SNTB2 SOCS2 SOCS5 SORL1 SOX6 SPOPL SPRY2 SPTBN4 SPTLC3 SRSF11 SS18 STARD13 STIM2 STIMATE SYN1 SYNPO2 SYT4 TACC1 TAF1 TAGLN3 TAOK1 TBC1D19 TBC1D8B TBX3 TCEAL1 TCERG1L TESK2 TFPI2 TIGD1 TIMMDC1 TLCD4 TLR4 TMOD2 TMSB4X TPCN1 TRMT11 TRMT9B TTLL7 TTN TTYH3 TXNDC11 UBE2W UBFD1 UNC5A UNC5C USP6NL UTP23 UTRN VASH2 VEZF1 VGLL3 VSTM2A VWA5B2 WRNIP1 WWP1 XYLT2 YIPF2 ZBTB34 ZBTB43 ZCCHC14 ZDHHC15 ZDHHC2 ZDHHC6 ZEB2 ZFP3 ZNF135 ZNF148 ZNF286B ZNF454 ZNF521 ZNF644 ZNF660 ZNF677 ZNF711 ZZEF1 MIR4480 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4480 ABCB5 ADIPOR1 ALG2 ALKBH4 ARHGAP8 ARHGEF18 ARHGEF5 BLTP3A CALN1 CAPS2 CCDC6 CFL2 CHP1 CLEC16A CLECL1P COPS2 DCAF1 DDX3X DDX3Y DRD2 FAM47E FBXO41 FOXA2 GALNTL6 GREM1 HNRNPK IRF2BP2 KAT6B KCNE5 KHDC4 KRT31 MIB1 NRXN1 PATZ1 PDE8B PDF PFN2 PGK1 PIAS1 PLEKHH2 PRICKLE2 PRR5-ARHGAP8 PTPRS REPS2 RRN3 SMG1 ST6GALNAC3 SYNJ1 TBX18 TFG TMEM263 TRIB2 TRPS1 TSPAN33 TTC7B TVP23B TVP23C WIPF1 MIR4481 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4481 ADGRE3 ADRB3 ALPK3 AP1G1 APOBEC3H ARF3 ARFGEF3 ATG2A ATOSB BAZ2A BCAT1 C1orf21 CACNA1G CAMK1D CD22 CD28 CDH5 CDIN1 CDK11A CDK11B CFAP47 CIPC CISD1 CLCF1 CLCN6 CREB3L1 CYP1B1 DAZAP2 DENND10 DHRS3 DLX3 DNAAF3 DNAJC5G DTNA EAF1 EFNA2 ELAVL2 ERC1 ESS2 EZH1 FAM185A FGFR2 GEMIN2 GHDC GLUL GMEB1 GNG13 GRIK1 HDGF HR HYAL3 IRF6 IRX6 ITGB1BP1 KAT6A KCNAB2 KCNK3 KCNMB1 KCNQ5 KDM6B KIAA0040 KPRP KRT76 LARP4B LONRF2 LSM12 LYPLA2 MBD6 MECP2 MGA MLLT1 MLLT10 MMP25 MOB3B MPV17 MR1 MSR1 NATD1 NECTIN1 NOVA1 NOVA2 NUDC OTULIN PACSIN1 PATZ1 PHYHIP PITPNM2 PLAGL2 PLAT PLEKHG3 PPP1R15B PSD2 PTGDS PXYLP1 PYGM RGL2 RUFY4 SBK1 SC5D SCN3B SEC24C SENP3 SERPINB8 SLC12A6 SLC16A2 SLC1A6 SLC25A35 SLC35A4 SLC35E2A SLC35E2B SLC6A17 SNX22 SOGA1 SRD5A3 SRMS TBC1D12 TCF21 TNFSF12 UNC5D USB1 VAPA VIPR1 XPC ZC4H2 ZDHHC3 ZER1 ZNF213 ZNF407 ZNF532 ZNF581 ZNF704 ZSCAN12 ZSCAN22 MIR4482_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4482_3P A4GNT AAK1 ABHD5 ABHD6 ACBD3 ADAM20 ADAM22 ADARB1 ADAT1 ADGB AEBP2 ALG10B ALYREF AMER2 ANKRD12 ANTXR2 ANXA10 AP1G1 APPBP2 APPL1 ARHGEF3 ARHGEF33 ARID1B ARID2 ARIH1 ARRDC4 ATP2B1 ATP7A ATP8A1 ATRX B3GALT5 BCKDHB BCLAF1 BEND3 BLOC1S4 BMP2 BNIP1 BPNT2 BRWD3 BTBD7 BTLA C11orf54 C21orf62 C2orf88 C5orf24 C8A CAPZA1 CARF CATSPERE CBFA2T2 CCDC148 CD109 CD2AP CDH12 CDHR3 CDK6 CERKL CFAP44 CFAP90 CHRM3 CHRNA5 CHRNB1 CLEC4D CLYBL COL5A2 COMT COPG2 CPEB3 CPNE8 CREBRF CRIM1 CSPP1 CTNNA3 CTTNBP2 CUL4B CUL5 CWC27 CYP39A1 DAPP1 DCAF4L1 DCC DCDC2 DCT DCUN1D5 DDX19A DDX21 DEFB118 DENND2A DGKE DGKH DGKI DHX33 DHX9 DIAPH2 DMXL1 DNAJB4 DOCK5 DPY19L4 DSE DSP DTNA DUSP21 ECRG4 EEA1 EEIG2 EFNA5 EIF4G3 EIF5B ELAVL4 EPHA5 ERAP1 ERBB4 ERG ERG28 ETV3 EXO1 EXOC5 EXTL2 FABP7 FAM117B FAM200A FAM24A FAM72A FAM72B FAM72C FAM72D FAM98A FAM98B FANCD2 FANCI FBXL3 FBXO40 FLRT1 FMNL3 FNDC3A FNIP1 FOXG1 FOXI2 FREM1 FUT9 G2E3 GABRA1 GABRA4 GABRG2 GALK2 GBP7 GCNT1 GINS1 GLCCI1 GLRX3 GLS GMCL1 GPR158 GPR65 GRIK2 GRK5 GSE1 GTF2A1 GTF2H3 GTF3C3 GUCY1A1 GUCY1A2 H1-0 HDDC2 HEATR1 HIPK3 HNRNPD HNRNPU HNRNPUL2 HSD17B12 HSD17B13 HSPA13 HTN1 HTN3 HTR1F HYPK IAPP IFNGR1 IFT22 IKZF5 IL17RA IL20RA IL23R IL6ST INO80D INSYN2A IPCEF1 IPP ITFG2 ITPR3 ITPRID2 IVD KALRN KBTBD6 KBTBD7 KCNB1 KCNQ5 KDM6A KLF12 KLRC1 KLRC2 KRR1 L2HGDH LARGE1 LARP4B LATS1 LHX1 LIN52 LIN54 LIPH LMNB1 LPCAT2 LRIG1 LRP11 LRP2 LRRC34 LRRN1 LY75 LZTS3 MAGEB1 MAGEB4 MALRD1 MAP3K2 MAP3K20 MASTL MBNL3 ME2 MED1 METTL15 MFSD14B MICAL2 MICU3 MID1 MMAA MOCS1 MRTO4 MSTN MTMR10 MTMR4 MTUS2 MTX3 MYBL1 MYD88 NAA25 NCOA3 NDFIP2 NDST3 NETO1 NHS NID1 NOVA2 NPY5R NR1D2 NR3C1 NRG2 NRIP3 NRXN1 NSD2 NTNG1 NUBPL NUP155 OGG1 OLIG2 OSGIN2 OXR1 PAK2 PAK3 PALS2 PAN3 PANK3 PCBD1 PCBP2 PCDH11X PCDH11Y PCDH9 PCF11 PCNX1 PDE1C PDK4 PEBP1 PEDS1 PEX13 PHACTR2 PHIP PHYHIPL PI4K2B PIAS2 PIK3CA PIP5K1B PLAG1 PLCB1 PLCXD3 PLEKHA1 PLEKHB1 PLPP6 PLS1 PLXNB3 POU4F2 PPARGC1B PPP1CB PPP2R5E PRDM5 PRKAA1 PRKAR1A PRKG2 PRLR PROSER2 PRPF4B PRR23B PRRX1 PRUNE2 PSD2 PSD3 PTBP3 PTEN PTGER2 PTGFR PTPN3 PTPN4 PTPRQ PTPRZ1 PXMP4 RAB28 RALGPS2 RAMAC RASA3 RASGRP1 RBM12 RGS7BP RGS9BP RHOA RICTOR RIF1 RIMKLA RIN2 RIOX2 RNF128 RNF144B RNF19A RPP14 RPS6KB1 RRAGC RRAS2 RSPH3 RTP1 RYBP SAP18 SARNP SASH1 SATB1 SCAF11 SCP2 SEL1L SELENOP SELENOS SEMA3A SEMA5A SETD9 SF3B3 SFPQ SGIP1 SHCBP1 SHTN1 SIKE1 SIX1 SLAIN2 SLC13A1 SLC16A4 SLC22A24 SLC25A15 SLC25A21 SLC25A24 SLC26A4 SLC35B4 SLC35E4 SLC4A7 SLC5A5 SLITRK6 SMAP1 SMPDL3A SNAPC1 SNF8 SNX18 SOD2 SPOUT1 SPRY2 SREK1IP1 SSTR2 ST18 STAG2 STATH STEAP2 STX17 STXBP3 SUDS3 SUPT20H SUZ12 TAC1 TAFA2 TAGAP TANK TATDN3 TBR1 TBX18 TC2N TCAF2 TCF12 TDRD6 TDRP TFCP2L1 THAP5 THG1L TIPARP TLE1 TM9SF3 TMEM106B TMEM170B TMEM30A TMEM67 TNFSF11 TNPO1 TOP1 TP63 TRAFD1 TRDMT1 TRIM23 TRIT1 TRPC3 TRPS1 TSHR TSPAN3 TSPYL6 TTC14 TTYH2 TUT7 TYRO3 UBA3 UBE2J1 UBR2 UHMK1 UNC13C UNC80 UPF2 USP15 USP46 VEGFB VHL VPS72 VSTM2A WDR26 WNT5A YAF2 YOD1 ZBTB1 ZBTB20 ZC3H12B ZC3H12C ZC3H6 ZCCHC14 ZCCHC9 ZDHHC21 ZFPM2 ZKSCAN5 ZNF12 ZNF264 ZNF385B ZNF474 ZNF507 ZNF519 ZNF530 ZNF563 ZNF585A ZNF585B ZNF626 ZNF652 ZNF761 ZNF805 ZNF829 ZNF830 ZZZ3 MIR4482_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4482_5P ACVRL1 ADCY1 AKIRIN1 ALG10 ANKH ANKRD34A ASIC1 ATL1 CCDC83 CCNB1 CDH18 CFAP210 CLCN5 CWC25 EPHA7 FCRL1 KANSL1L KRTAP3-2 LNPK MKRN1 MRPL35 MYCN OSBP PBX1 RAB14 RALA SCN1A SMARCE1 TAF7 TCF7 UPF1 USF3 VPS54 YAP1 ZC3HAV1 ZMYM2 ZNG1A ZNG1B ZNG1C ZNG1E ZNG1F ZRANB1 MIR4483 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4483 ADARB2 AKAP13 ALOXE3 ALPI ANKIB1 ARMC8 ASCC1 ASTE1 CACNA1E CALN1 CCDC57 CEP85L CHRNB4 COBL COL23A1 CXXC4 DLK1 DTNBP1 EI24 ERC1 FBRS FBXO41 FGA FLT4 FMNL3 FOXJ2 FUT5 GCNT4 GPR55 GRAMD2A GSG1L GTPBP1 HIC2 HIVEP3 HSBP1L1 IL1RAP IQSEC2 KCNAB2 KCNE1 KCNH4 KCNJ10 KRTAP5-6 LRP2BP MAPK6 MCCC2 MED13L MGAT5B MYORG NFIC NMUR1 NRIP2 NSG1 NXF2 NXF2B NXPH3 PALLD PATZ1 PCBP2 PDZRN3 PHF8 PPARGC1B PPP3R1 PRELP PURA RAB5IF RAB7A REEP2 RGS6 RIMS2 ROBO2 ROPN1 RTL9 SESTD1 SGK2 SH3KBP1 SH3TC2 SHISAL1 SLC16A2 SLC25A34 SMURF1 SNX19 SORCS2 SYDE2 TAB2 TGIF2-RAB5IF THG1L TMEM217 TTYH3 UBE2V1 UCK2 UNC5B VAMP1 VSX2 ZFR2 ZMIZ1 ZMYND8 ZNF445 ZYX MIR4484 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4484 AGO3 ARPC3 BCLAF3 BHLHE40 CNOT4 DAG1 FAM98A HECTD2 IGF2R MLLT10 MRTFB MTHFD2 MTMR12 PHC3 PIK3C2A POLR1C PPARGC1A PTBP3 PTCH2 RFC1 RHOBTB1 RPA1 RRAGA SACM1L SHC2 SNX30 TAF4 UBE2E3 USP37 XYLT1 ZNF107 ZNF117 ZNF737 MIR4485_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4485_5P CDK9 CLN8 DCANP1 NRF1 RAB1B RAP1B SLC6A20 TMEM250 MIR4486 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4486 ACAP3 ACP6 AHI1 AKAP13 APOBEC3D ARRDC3 CACNA1I CDH1 CNNM3 DUSP18 FBXO33 H6PD IFT122 INMT IQSEC3 KCNK2 MEX3C MOB3A NF2 NKAIN1 NUTF2 NXF1 PADI2 PHF21A QKI RFT1 RIMS4 SEC63 SLX4 SNX27 SZRD1 TRABD2B UBE2O VKORC1L1 MIR4487 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4487 ADAM33 ARL8A ATP4A BCL2L14 BNC2 BOLL BORA CACNG2 CBX6 CFL2 CUL3 CYP21A2 EEPD1 EIF4EBP2 EOLA1 EPHB1 FBXL17 FBXO16 FLT1 FMNL3 FMOD GALNT15 GIPC3 GPATCH8 GRSF1 GYPC HECA HIPK2 HYCC2 INMT ITGA5 KRTAP5-10 LCE1A LIMD1 MAP3K9 MBNL3 MC5R MLLT6 MUC13 NAP1L5 NBEAL2 NDST1 NIPAL4 NSD1 OPN4 PA2G4 PHF2 PHF21A POLR2J2 PSMA5 PTPN14 RAB11FIP4 RAP1GAP2 RASSF4 RCAN2 ROCK2 RUNX3 SDHB SLC13A5 SLC22A2 SLC6A8 SLC7A1 SLC8A1 SOGA1 SORT1 STC2 SUFU TMEM198 TMEM43 TNNI1 TTLL12 UBN2 URGCP URM1 USH1G ZBTB18 ZKSCAN3 ZNF704 ZNHIT3 ZZZ3 MIR4489 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4489 ABHD4 ACO2 ADGRG2 ARHGAP1 ASIC4 BET1 BOK CARD6 CETN1 CMBL DAB2 DFFA DNPH1 EBAG9 EMX2 ERCC6L2 FAM120A FAM168A FAM53C FBXL16 FBXO4 FGF13 GAS7 GNG13 GPAT3 HSD17B12 IL1RN KLHL18 KNOP1 LRCH4 MEIOSIN NID1 NKAPL NONO NR2E3 PNOC PRKCA PRPS2 REXO1 RNGTT SALL3 SLC9A5 SMG7 SMLR1 ST3GAL1 TAL1 TP53INP2 TPM3 TRERF1 TRIM55 UBE3A VSIG10 XRCC4 ZMYND11 ZNF219 MIR4490 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4490 ABHD17B ACOT2 ACVR2B ADAMTS3 ANKHD1 ARHGAP21 ARID2 B4GALT1 BCCIP BEND6 BMP6 BTBD10 CADM2 CALN1 CAPRIN1 CCDC57 CCNDBP1 CD8B CDH2 CDK17 CHCHD4 CHD9 CHMP2B CIAPIN1 CORO2A DNM3 DOCK4 ESPN EVPLL FAM20B FAM81A FAT4 FCGR2A FERMT2 GPHN H2AZ2 HSD11B1 IL6R IMP4 KALRN KLF12 KRT10 LMO7 MAST4 MC5R MCTP2 MIB1 MRGPRX2 MTA3 NHLRC2 NOVA1 NR2C2 OAF OTUD1 PABPC4L PARP8 PDSS1 PGAM4 PRTG PRUNE2 PSMA6 PTPN4 PTPRB PTPRR QKI RAPGEF5 RB1CC1 RBM3 RDH11 REG4 RFXAP RNF19B ROCK2 RPS6KA4 RRAGC SGK2 SLC25A23 SMC4 STIM2 TACR3 TAT TBP TMEM117 TMEM168 TNFRSF10A TPK1 UBAC2 VIM VRK3 WFDC11 WNK1 YAF2 ZBTB20 ZC3H12C ZFP91 ZNF224 ZNF562 ZNF644 ZNF780A MIR4491 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4491 ABHD17C ACVR2B AFF4 AGTR1 ALCAM ANXA7 APLF ASPH ATP8B4 C6orf120 C8orf34 CA8 CCDC6 CCNT2 CKLF CLTC CNIH1 DISC1 DNAJA2 DYNC1I1 FAM222B FZD6 GATAD1 GLCCI1 GMEB1 GRIN2D GSPT1 HIVEP2 HMCN1 HTR5A IP6K2 KIAA1671 KLC4 LATS2 LIPG LRRTM2 MAPKAPK5 MID1 NIPSNAP2 OCLN OR11A1 PAXBP1 PDCD6IP PHIP PLEKHB2 PLPPR5 PRPF4 PYGO1 RASA1 RGS4 RMDN2 RORA RPL26L1 SANBR SEMA6A SIGLEC8 SOX10 SPACA7 STEAP3 TFB1M TMEM132B TNFSF15 TRIP13 TTI2 USP15 VBP1 WNK1 YOD1 YWHAQ ZDHHC15 ZFP36L1 ZNF532 ZNF548 MIR4492 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4492 ABCF1 ABCF2 ABCG4 ABR ACE ACSF3 ACTMAP ACVR1B ACVRL1 ADGRA2 ADGRG3 ADGRL1 AKT1S1 AKT3 ALDH4A1 ALX4 AOC3 AP5B1 APC2 APLN ARC ARHGAP1 ARHGAP4 ARHGDIA ARHGEF40 ARID3B ARL2BP ARMC3 ARMC9 ARNT2 ARRB1 ASB6 ATP2B2 ATP5MF-PTCD1 BARHL1 BCAM BCL2L13 BHMT2 BRAT1 BRD3 BTBD9 BTF3L4 CABLES1 CABP7 CADM3 CAPN15 CASP10 CBX6 CBX7 CDC42SE1 CDK18 CDR2L CDYL2 CELF3 CENPP CEP85 CERS1 CHD5 CHRNA4 CINP CLCF1 CLCN5 CLCNKB CLDN18 CLDN19 CLDND1 CLIP2 CLIP3 CMTM4 CNIH2 CNP COL1A1 COPS7B COX10 CPEB3 CPLX2 CPLX3 CPNE2 CPNE5 CPSF7 CPTP CRAMP1 CRTC1 CTCF CUEDC1 CX3CL1 CYB5R3 CYP26B1 DAG1 DCAF7 DCANP1 DDX54 DENND2B DIAPH1 DNAJB5 DNM1 DUSP8 EDAR EEF2KMT EEFSEC EFNB3 EIF5 EMP2 ENG ENGASE EPHB2 ERC1 ESPN EVC FAIM2 FAM163A FAM170B FAM219A FAM240A FBXL16 FBXL18 FBXO31 FBXO41 FGF19 FMNL1 FOSL1 FOXK1 FOXP2 FSTL3 G6PD GAB1 GFI1 GIPC3 GIT1 GLIS2 GNAI2 GNG13 GPBP1L1 GPRIN1 GRIK3 GRM2 GSK3A GTPBP1 HCFC1 HES6 HIPK2 HLA-DOB HOXA11 HOXA7 HSPB6 IGFBP5 IGSF8 IQSEC2 IRF5 ITCH JADE2 JMJD8 JPH3 KCNC1 KCNIP3 KCNS1 KIAA0513 KIAA0930 KIF21B KLK4 KREMEN1 LARP1 LHX3 LIFR LIMS3 LIMS4 LMF2 LOXL3 LRP1 LRRC4B LY6G5C LZTS1 MAP6D1 MAPK8IP3 MAPKAPK3 MARVELD1 MBTD1 MDGA1 MECP2 MEN1 METRN MFAP1 MGLL MICB MID2 MOCS1 MPRIP MPZL2 MRAS MRTO4 MYL12A MYO1C NAA60 NANOS2 NAP1L3 NAT8L NATD1 NCLN NCOR1 NCS1 NCSTN NDRG4 NDUFA11 NDUFA4L2 NECTIN1 NF2 NFASC NFIC NFIX NGFR NKAIN2 NKD1 NKIRAS2 NMD3 NMNAT2 NPLOC4 NPTX1 NR2C2 NT5DC3 OGG1 OLFML2A OSBP2 OTOF P2RY2 PACS1 PAK4 PAQR4 PARN PARVG PAX7 PCDHGA1 PCDHGA10 PCDHGA11 PCDHGA12 PCDHGA2 PCDHGA3 PCDHGA4 PCDHGA5 PCDHGA6 PCDHGA7 PCDHGA8 PCDHGA9 PCDHGB1 PCDHGB2 PCDHGB3 PCDHGB4 PCDHGB5 PCDHGB6 PCDHGB7 PCDHGC3 PCDHGC4 PCDHGC5 PDE4D PEX14 PHLDB1 PIK3R6 PKIG PKLR PKM PKP2 PLEC PLXDC2 PLXNA1 PLXNA4 PML PMM2 PPIE PPIL2 PPM1F PPM1H PPM1M PPME1 PPP1R11 PPP1R16B PPP3R2 PRAF2 PRCC PRCD PRDM11 PRKACA PRLHR PSME3IP1 PTCD1 PTPRF PYGM RAB35 RAB5A RAB6B RAB7A RAP1GAP2 RASD2 RELT REXO1 RIMS4 RNF20 RNF38 RNF44 RPIA RPL28 RUFY4 SAMD11 SAMD4B SARM1 SCRT1 SDC3 SDK1 SDK2 SEMA6A SEMA7A SEPSECS SH3PXD2A SH3PXD2B SHB SLC12A4 SLC1A3 SLC25A19 SLC2A8 SLC35E4 SLC35F5 SLC37A2 SLC39A3 SLC45A2 SLC46A1 SLC6A17 SLC8A2 SLC9A3 SLCO3A1 SLK SMPD3 SMYD5 SNX19 SOGA1 SON SPIB SPOCK2 SPRN SRD5A1 SRSF7 ST3GAL1 STK40 STRA6 STRBP STUM SUFU SUV39H1 SYNDIG1L SYNJ1 SYT12 SYT7 SZT2 TAGLN TAOK2 TBC1D16 TBC1D5 TBL1XR1 TCP10L TEX264 TJAP1 TLX1 TM2D3 TMC7 TMCC3 TMEM127 TMEM151B TMEM178B TMEM222 TMEM41A TMEM54 TNC TNFAIP1 TOM1L2 TOX2 TPD52L1 TRABD2B TRAF1 TRAF7 TRAM2 TRAPPC9 TRIM62 TRIM66 TRMT61A TRPM3 TTL TTLL6 TTYH3 TXLNA TXLNG TXN2 TYSND1 UBA1 USP30 VAMP1 VDR VSIR VWA3A WARS1 WDR48 WDTC1 WHRN YY1AP1 ZBTB4 ZC3H7B ZDHHC22 ZDHHC3 ZFP41 ZFR2 ZMIZ1 ZNF219 ZNF346 ZNF385A ZNF395 ZNF454 ZNF594 ZNF609 ZNF618 ZNF672 MIR4493 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4493 ACSL1 AGAP1 AMMECR1L ANK2 APLN APOLD1 ARPP21 ATXN3 B4GALT5 BDH1 BICD2 BPTF BRWD3 BZW1 CD81 CDT1 CFLAR CHST10 CLEC5A CLVS1 CREBRF DCAF5 DOCK5 ELF4 ELMO2 ENAH EPHA7 EPSTI1 ERCC4 FBLN5 FBXO42 FCAMR FIS1 FLI1 FMO5 GAB2 GABRG1 GOLPH3 GOLPH3L GPX2 HADHB HDLBP HS1BP3 IGF2BP2 IRF2 LHFPL2 LMAN2L LRP5L LRRC28 LSS MACROD2 MED14 MMP20 MRRF NEGR1 NR2E1 NREP PARD3B PCSK7 PGRMC2 PIAS2 PLPP3 PLXNA2 POGLUT1 PRKAA1 PSKH1 RAB7A RAB9B RAP2C RBM14 RMDN3 SCO1 SDK2 SFRP4 SH2D4B SLC2A13 SMIM21 SNAP47 SSH2 TAF4 TESK1 TM2D3 TNFRSF21 UBR2 WDR82 YWHAH-AS1 ZNF135 ZNF24 ZNF268 ZNF367 ZNF426 ZNF530 ZNF594 ZNF74 ZNF763 ZNF844 MIR4494 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4494 ADGRB3 ADH6 ADORA3 AGRN ANKHD1-EIF4EBP3 ASAP1 ATP8A1 AVL9 C1orf109 C2CD6 CBX5 CDC14A CER1 CHRNG COPS2 CSRNP3 DNAJB14 EIF4EBP3 FBXL20 FNIP2 GLYAT GRIP2 HDDC3 KCTD13 KLHL15 KPNB1 MAP1B MAP3K20 NCOA2 NEMP1 NR2F2 OPRK1 ORC6 PAPPA PER2 PHACTR2 PIK3CA PRCC PRKAR1A PRKG1 PTER RAB22A RND3 RTF1 SCN3B SETD5 SLC39A8 SLC7A6 SPG7 TIMELESS USP46 VCP VEZT WASF1 ZNF215 ZNF266 ZNF468 MIR4495 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4495 ABCE1 ABHD13 ABHD6 ABRA ACSF3 ACVR2A ADAMTS5 ADAMTS7 ADGRL3 ADM ADSS2 AFTPH AHI1 AHR AK9 AKAP6 ALDH1L2 ALG13 AMFR ANAPC10 ANKRD17 ANKRD26 ANP32B APP ARHGAP15 ARHGAP29 ARPC5 ASXL1 ATP11C ATRX ATXN1 ATXN7 AVL9 AVPR1A AZIN1 B2M B3GALT1 BCAP29 BCKDHB BCL2 BDP1 BEND3 BLTP3A BOD1L1 BORA BTC C11orf54 C2orf69 C4orf19 C6orf118 C8orf34 CAB39 CADM2 CAMK4 CAND1 CANX CAPN7 CCDC102B CCDC43 CCNT2 CDCA4 CDK17 CDKL3 CEBPG CENPH CHIC1 CHL1 CHM CIP2A CLCC1 CLEC10A CLGN CLIP4 CNTN3 CNTN4 COL25A1 COPS2 CPEB3 CPNE3 CREBZF CREM CRPPA CSRP2 CTCF CUL4A CYRIA DDR2 DGKE DGKH DIXDC1 DLD DLG1 DMGDH DNAAF9 DNAJA2 DOCK3 DOK6 DSC2 DUSP8 DYNC2H1 DZIP1L EDNRA EFR3A EIF1AX EIF4A1 EIF5A2 ELAVL2 ELF1 ELOVL5 ENTPD1 ENTPD3 EPHA5 ERBIN ETNK1 EVI2B EXTL2 EYA1 EYA2 FABP7 FAM118B FAM161A FAM218A FBXO33 FCHO2 FHIP2A FHL5 FNIP1 FOXP2 FPR3 FRMD4A FRMD4B FSBP FXR1 FYN GABPA GALNT2 GALNT7 GFM2 GK2 GLDC GLRA2 GLUD1 GNA13 GPATCH2 GPR173 GRID2 GSKIP GUCY1A2 HAPLN1 HAUS5 HEATR5A HECTD2 HERC1 HIC2 HIF1A HIPK1 HIPK3 HOMER1 HSPA13 HSPA4L ICMT IKZF2 IL1RAPL2 IL5RA IMPACT INO80D INTS13 IPMK IRF4 ITGA1 ITGAD ITGB1 ITGB2 ITGB8 ITGBL1 JPH1 JPH4 KAT2B KCNB1 KDM5C KIAA1549L KIAA2026 KIF20B KL KLHDC1 KLHL20 KMT2C LARGE1 LDAF1 LGALSL LIN7A LMNTD1 LMO3 LOX LPAR1 LRAT LRCH2 LRIT2 LRRC17 LRRC7 LRRTM2 LSM1 LYSMD3 MAB21L1 MAL2 MAN1A1 MAN1A2 MANEA MAP3K1 MAP3K2 MAP3K20 MAP3K4 MAPK8 MAPRE2 MARCHF1 MARCHF6 MARK1 MB21D2 MED10 MED30 MEF2C MEGF9 MID2 MIPOL1 MMAA MOB3B MORC1 MPZL2 MTTP NCAN NETO2 NHS NIPA2 NIPSNAP2 NLGN1 NMD3 NOTCH3 NPM3 NR1D2 NRBF2 NRF1 NTNG1 NUCKS1 NUDCD2 OBI1 OLFM3 OPRM1 ORC3 ORMDL1 OSBPL8 OXR1 PAIP1 PALS2 PARD3B PARVA PATL1 PAWR PAX3 PCDH10 PCDHB13 PDZD8 PEX5L PFDN4 PGAP1 PHC3 PHF14 PHF6 PHTF2 PIAS2 PICALM PIEZO2 PIK3C2A PLAGL1 PLCH1 PLPPR4 PM20D2 PMP22 PNPLA8 POLR3G PPARGC1B PPM1B PPM1N PPP1R12A PPP3R1 PPP4R2 PPP6R3 PRKAA1 PRKAA2 PSMF1 PTAR1 PTER PTN PTP4A1 PTPRK PYROXD1 RAB11FIP2 RAB21 RAB23 RAB3GAP2 RABGEF1 RAD54B RAG1 RANBP2 RANBP3L RAP1B RASA2 RBAK RBM12B RBM26 RBM47 RC3H1 REPS1 RERE RERG REST RGPD1 RGS7BP RGS8 RNF111 RNF139 RNF145 RORA RPS6KA5 RRAGC RRAS2 RSL24D1 RTKN2 RTL3 RUNDC3B SAMD4A SAMD8 SATB2 SCARA5 SCN2A SCN9A SEC22C SEC23A SEC24D SEC61A2 SEL1L3 SEMA3E SERPINB1 SERPINB5 SERPINB9 SERTAD2 SESTD1 SFXN1 SGIP1 SH3PXD2A SIKE1 SIM1 SIX1 SKIL SLC12A6 SLC1A3 SLC25A36 SLC2A13 SLC38A4 SLC4A10 SLC6A6 SLC7A11 SLMAP SMARCC2 SMC5 SMCO1 SMG1 SMURF1 SMURF2 SNX10 SNX16 SNX9 SOCS1 SOCS6 SPOCK3 SPRYD7 SRGAP2 SRRM5 SRSF7 ST8SIA1 STAM STAU2 STEAP4 STK26 STOX2 STRIP1 STX2 SUB1 SUCLG2 SUZ12 SYAP1 SYNPO2 SYT4 TAF1B TBC1D8B TBRG1 TCAIM TCF7L2 TDRD15 TENM3 TENT4B TFAP2B TFDP1 TGFBR2 THAP1 THSD7A TK2 TLL2 TMCC1 TMCC3 TMED5 TMEM170B TMEM181 TMEM236 TMEM33 TMEM45A TMTC4 TNC TNFSF13B TNKS2 TNPO1 TNRC6B TOB2 TRAK1 TRAPPC3 TRIM36 TRIO TRPS1 TSHZ2 TVP23B TVP23C UBE2D3 UBN1 UBN2 UFD1 UFM1 UGDH UNC5D UNC80 UPRT UQCC1 USP46 UTRN VAT1L VGLL3 VPS36 WDR33 WDR82 XIAP XPO1 YME1L1 YPEL5 YTHDF3 ZBTB24 ZBTB41 ZBTB6 ZCCHC10 ZCWPW2 ZDHHC15 ZDHHC21 ZEB2 ZFP28 ZFP82 ZFX ZFY ZMYM2 ZNF112 ZNF148 ZNF195 ZNF260 ZNF281 ZNF34 ZNF391 ZNF451 ZNF484 ZNF507 ZNF585A ZNF678 ZNF711 ZNF75A ZNF764 ZNF770 ZNHIT6 ZNRF3 MIR4496 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4496 A1CF AAR2 ABCA9 ACER3 ACKR3 ACO1 ADAM22 ADAM28 ADAMTS6 ADGRL2 AHR AIDA ALDH6A1 ALG6 ALK AQR ARHGEF11 ARSJ ASB7 ASH1L ATG2B ATP2B2 BARD1 BBC3 BCHE BCL2L2-PABPN1 C3orf62 C3orf70 CACNB4 CAP1 CASD1 CDIPT CDK12 CDKN1B CELF2 CHST2 CKAP5 CLINT1 CLOCK CMTM4 CNBD2 CNOT6 CP CREB1 CREBRF CSTF2T CTNNB1 CUL4B DCAF7 DDX41 DIP2B DLG2 DLX3 DMKN DPPA4 DUSP16 EDIL3 EDNRB EML4 EMP2 ENAH ENOX1 EPB41L5 EPHA5 ERLIN2 EVI5 FAM53A FAT4 FBXL3 FBXL5 FDFT1 FGG FLVCR2 FSTL1 FXYD6 FZD6 GABRA1 GABRA6 GABRP GALNT18 GAPVD1 GATAD2B GCH1 GFRA1 GJA9 GMCL1 GMFB GOLPH3L GPATCH2L GPM6B GPR146 GRM3 GTF2H1 H3-3B HDAC4 HDAC9 HELB HIC2 HLF HOXA7 HSPE1 HTR2B INO80D IQGAP2 KCNA1 KCNQ5 KDM2B KIF21A KIF3A KIF5B KIN KLF12 KLHDC10 KLHL13 KLHL24 LAMC1 LAMP3 LRCH1 LRP2 LRRTM4 LYN MAB21L1 MACO1 MAFB MAGEA4 MAGEA8 MAP4 MAU2 MBNL1 MBOAT2 MCC MED13L MFAP1 MGMT MMD2 MME MMP16 MOB1B MOB3B MRPL43 MS4A1 MSI1 MTFR2 MTO1 MTX2 MXD1 NAB1 NAV3 NCEH1 NCK1 NCKAP5 NCL NEXMIF NFAT5 NFYC NHLH2 NR3C1 NREP NT5E PABIR1 PABPN1 PAK3 PAPPA PARP9 PCDH19 PFN2 PGAP4 PHF13 PHF20L1 PHIP PHYHIPL PI15 PIGM PIK3R3 PLCB2 PLCB4 PLPPR4 PPFIA2 PPP1R1C PRELID3B PREX1 PRKACB PRLR PTBP3 PTPN14 PURA RAB3GAP2 RABL2A RAP1B RBM11 RBM12 RBMS3 RD3L RFLNB RFPL1 RFPL2 RFPL3 RFX3 RICTOR RIPOR3 ROCK2 RPRD1A RPS6KA6 RRAGB RTKN2 RTP4 SALL4 SART3 SBSPON SDR16C5 SEMA3A SERPINB5 SESTD1 SEZ6 SGO1 SH3BP4 SH3GLB2 SH3PXD2B SHISA6 SKA1 SLC25A24 SLC30A4 SLC5A3 SLC7A14 SMAD2 SMYD2 SNX13 SNX17 SOGA1 SOS1 SPAG1 SRGAP3 SRR SSR3 STARD13 STEAP4 STX18 SYT1 SYT9 SYTL4 TANC2 TAS2R14 TATDN3 TBC1D12 TCF7L2 TIMELESS TK2 TM9SF3 TOX3 TREM1 TRIM32 TRMT10A TRPM7 TSPAN2 TUB UBE2H UBTF UCK2 UGT1A1 UGT1A10 UGT1A3 UGT1A4 UGT1A5 UGT1A6 UGT1A7 UGT1A8 UGT1A9 UNC5C UNC79 USP37 UTRN VAMP3 VOPP1 WAC XPR1 YWHAQ ZBTB14 ZBTB34 ZBTB41 ZNF148 ZNF251 ZNF565 ZNF566 ZNF699 ZNF704 ZNF706 ZNF750 ZNF770 ZZZ3 MIR4497 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4497 APPBP2 ARFRP1 BOK KCNA3 MED13L METTL21A NRN1 TRERF1 MIR4498 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4498 ABCF1 ABCF2 ACE ACTMAP ACVR1B ACVRL1 ADGRL1 AKT3 AOC3 AP5B1 APC2 APLN ARHGAP1 ARID3B ARL2BP ARMC3 ARNT2 ARRB1 ATP2B2 ATP5MF-PTCD1 BCAM BCL2L13 BHMT2 BPTF BTBD9 BTF3L4 CAPN15 CASP10 CBX7 CDC42SE1 CDR2L CDYL2 CERS1 CLCF1 CLCN5 CLCNKB CLDN18 CLDN19 CLDND1 CLIP2 CLIP3 CNIH2 CNP COPS7B CPEB3 CPLX2 CPLX3 CPNE2 CPSF7 CRTC1 CTCF CUEDC1 CX3CL1 CYP26B1 DCANP1 DENND2B DNAJB5 EEFSEC EFNB3 EIF5 ENG EPHB2 ERC1 EVC FAM219A FBXL16 FBXO41 GAB1 GFI1 GIPC3 GLIS2 GNAI2 GNG13 GPBP1L1 GPRIN1 GRIK3 GRM2 GSK3A HOXA7 HSPB6 IGFBP5 IGSF8 IQSEC2 ITCH JMJD8 JPH3 KCNIP3 KCNS1 KIAA0513 KIAA0930 KIF21B KLK4 LARP1 LIFR LMF2 LRP1 LRRC4B LZTS1 MAP6D1 MBTD1 MDGA1 MECP2 MEN1 MFAP1 MID2 MPRIP MPZL2 MYO1C NAA60 NAP1L3 NATD1 NCOR1 NCS1 NDRG4 NECTIN1 NFIC NFIX NKAIN2 NKIRAS2 NMD3 NPTX1 OLFML2A OSBP2 OTOF PACS1 PAQR4 PARN PARVG PAX7 PCDHGA1 PCDHGA10 PCDHGA11 PCDHGA12 PCDHGA2 PCDHGA3 PCDHGA4 PCDHGA5 PCDHGA6 PCDHGA7 PCDHGA8 PCDHGA9 PCDHGB1 PCDHGB2 PCDHGB3 PCDHGB4 PCDHGB5 PCDHGB6 PCDHGB7 PCDHGC3 PCDHGC4 PCDHGC5 PDE4D PEX14 PHLDB1 PKIG PKLR PKP2 PLXDC2 PLXNA1 PML PMM2 PPIE PPIL2 PPM1H PPM1M PPP1R11 PPP1R16B PPP3R2 PRAF2 PRKACA PRLHR PROM2 PSME3IP1 PTCD1 PTPRF RAB35 RAB5A RAB6B RAP1GAP2 RELT REXO1 RNF20 RPIA RPL28 SAMD11 SDC3 SDK2 SEMA6A SEMA7A SEPSECS SH3PXD2A SH3PXD2B SHB SLC12A4 SLC1A3 SLC2A8 SLC35F5 SLC45A2 SLC6A17 SLC8A2 SLC9A3 SMPD3 SNX19 SOGA1 SON SPOCK2 SRD5A1 SRSF7 ST3GAL1 STK40 STRBP STUM SYNDIG1L SYNJ1 SYT7 SZT2 TAGLN TAOK2 TBL1XR1 TLX1 TM2D3 TMCC3 TMEM178B TMEM41A TNC TOX2 TRAF1 TRAF7 TRAPPC9 TRMT61A TRPM3 TTL TTLL6 TTYH3 TYSND1 UBA1 VAMP1 VDR WARS1 WDR48 WHRN YY1AP1 ZBTB4 ZDHHC22 ZFR2 ZNF219 ZNF346 ZNF395 ZNF609 ZNF672 MIR4499 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4499 ACSL6 AKIRIN2 ANKRD34B API5 ARL15 BNC2 CASP10 CDK14 CDO1 CENPE CHRD CIT CLK1 CLRN1 CNOT4 CREBRF CRK CSTF2 CTSL DCX DEPDC1B DIDO1 DNAH12 DOCK5 FAM104A FAM120AOS FAM20B FAM216B FARP1 FHIP2A FSBP GAREM1 GAS2L3 GBX2 GRID2 GRM3 HIF1A HNRNPR IRAG1 KDM4D KIAA0825 KPNA4 LAMP2 LMBRD2 LPIN2 LRCH1 LYRM7 MAGI3 MANEA MAP1B MAP3K19 MKNK1 MLC1 MS4A8 NAPEPLD NAT8 NEPRO NEUROD4 NPAS3 NUCKS1 NUDT4 PABIR3 PAN3 PATE4 PCBP2 PEX1 PGRMC2 PHACTR4 PHF24 PIGA PITPNA PPFIA2 PPM1D PRKG1 PTCHD1 RAB22A RADX RALYL RANBP17 RBM5 RC3H1 RFX3 RILPL2 RNF138 RNF6 RPS6KA5 RYBP SAP30L SDE2 SEC63 SECISBP2 SERPINA1 SETBP1 SGCZ SHROOM3 SIAH3 SLC6A16 SNX18 SSX2IP ST8SIA1 TET2 TNPO1 TRIM29 TRIO TSHZ1 UBE2E1 UBE2W UEVLD UPP2 USP46 VWC2 WDR47 ZEB1 ZNF236 ZNF24 ZNF264 ZNF566 MIR449A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR449A ABCD1 ABR ABTB3 ACBD3 ACSL1 ACSL4 ADAM22 ADD2 ADIPOR2 ADO AGO4 AHCYL2 AKIP1 ALDOA ALG13 AMER1 ANK2 ANK3 ANKRD52 ANKS1A ANP32A ARHGAP1 ARHGAP26 ARHGEF33 ARID4B ASB1 ASB4 ASIC2 ATG4B ATG5 ATMIN AXL BCL2L13 BMP3 BNC2 BRINP1 BRPF3 C14orf28 CA10 CA7 CACNA1C CACNA1E CACNB3 CAMK4 CAMTA1 CAPN6 CBFA2T3 CBX3 CCNE2 CDC25A CDH13 CDH4 CDH9 CDK6 CELF3 CERS6 CHM CLCN3 CLOCK CNOT6 CNTN2 COL26A1 CPLX2 CREB3L2 CTNND2 CUEDC1 CYREN DAAM1 DAGLA DCAF7 DGKZ DIXDC1 DLL1 DMWD DNAJC16 DNM1L DPP3 DPYSL4 E2F3 E2F5 ELL2 ELMOD1 EML5 EPHA4 EPN2 EPS15L1 ERC1 ERGIC1 ESYT3 FAM107A FAM117B FAM167A FAM76A FAM83A FBXO30 FGD6 FGF23 FKBP1B FLOT2 FOXJ2 FOXN2 FOXP1 FRA10AC1 FRMD5 FUT8 FUT9 GABRA3 GALNT7 GAS1 GINS3 GLCE GMFB GMNC GOLPH3L GP5 GPR158 GPR22 GREM2 HCN3 HNF4A HSPA1B HTR2C IGF2BP3 IL6R INA JADE2 JAG1 JAKMIP1 KCNK3 KDM5D KIAA1217 KITLG KLF4 LDHA LEF1 LGR4 LHX2 LILRA1 LIMD2 LIN28B LMAN1 LMAN2L LYST MAP2K1 MAP7D3 MBLAC1 MCIDAS MDM4 MET METAP1 MEX3C MGAT4A MGAT5B MLLT1 MLLT3 MMAB MPP2 MTMR10 MYCN MYH9 MYT1 NAV1 NAV3 NCDN NCEH1 NECTIN1 NOS1AP NOTCH1 NOTCH2 NPNT NRIP3 NRN1 NUMBL OAZ2 OLIG3 OSGIN2 PACS1 PAX5 PDE7B PDGFRA PDXK PEA15 PEG10 PGM1 PITPNC1 PKP4 PLAG1 PLEKHH2 PLOD1 PNOC POGZ PPARGC1B PPFIA1 PPM1A PPP1R10 PPP1R11 PPP1R16B PPP2R3A PRKD1 PTGIS PURB RAB21 RAD9B RALGPS1 RAP1GDS1 RCAN1 RDH11 RELN RFX3 RGS17 RPGRIP1L RPS6KA4 RPS6KL1 RRAGC RRAS RTL6 RTL8A RTN4RL1 S1PR3 SAR1A SATB2 SCN2B SDK2 SEMA4B SEPTIN3 SERPINF2 SFT2D1 SGPP1 SGTA SHISA7 SHKBP1 SHOC2 SIDT1 SIDT2 SLC25A27 SLC27A4 SLC37A3 SLC44A2 SLC4A7 SMAD4 SMIM15 SNAI1 SNTB2 SNX12 SNX15 SNX9 SOGA1 SRPRA SSX5 STAB2 STK38L STRN3 STX17 SUCO SURF4 SYNJ1 SYT1 TAF4B TAF5 TANC2 TASOR TBCK TBL1XR1 TENT5A TGIF2 THSD4 TMEM109 TMEM164 TMEM184B TMEM200B TMEM255A TMEM74 TMEM79 TNRC18 TOB2 TPCN2 TPD52 TPPP TRANK1 TRIM67 TSN UBP1 UCN2 UNC13C USP31 VAMP2 VCL WASF1 WIPI2 XBP1 XPO5 XYLT1 YTHDC1 ZBTB20 ZBTB9 ZDHHC16 ZDHHC17 ZFHX4 ZMYM4 ZMYND11 ZNF16 ZNF281 ZNF304 ZNF551 ZNF644 ZYG11B MIR449B_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR449B_3P ATP6AP1 ATP8A2 BLOC1S5 BLTP1 BMAL2 CAMK2A CAP2 CBL CDC37L1 CDH8 CLDN1 CLDN10 COLEC12 CREBRF CSRNP3 DDC DEPP1 DLX3 DYNC1LI2 EPHA7 FGF13 FOXD2 FRAT1 GABARAP GAP43 GARIN1A GLCCI1 GNA13 GNAZ GPR137C GPR161 GRIK2 IP6K1 IPO8 KCNJ15 KDM4B KIF1B KMT5B KPNA1 LPL LRP8 LTBP3 METTL14 MMGT1 MSI2 MSL1 MTF2 NCAM2 NFAT5 NKX2-2 NPFFR2 NPPC NR2C2 NSG2 NTPCR P4HA2 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHAC1 PCDHAC2 PHACTR4 PHF20L1 PIGU PLXNA1 POGZ PPP2R5C PPP3CB PRKACB PTPN9 RAB1A RB1CC1 RPL22 RSBN1 RWDD1 SAYSD1 SCAI SEPTIN11 SFTPA2 SLC17A5 SLC39A10 SLC43A2 SLC5A12 SLITRK3 SMAD4 SORT1 SRBD1 SRSF11 STON2 STXBP6 TAGLN2 TM9SF2 TMCC1 TMEM178B TMEM65 TSNAX TSPYL1 U2SURP UBA6 UCP3 UPRT VANGL1 WASL WDR6 XPO4 YWHAZ ZBTB25 ZDHHC9 ZMYM2 ZMYND11 ZNF17 ZNF385B ZNF518A ZNF711 ZSWIM5 MIR449B_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR449B_5P ABR ACBD3 ACSL1 ACSL4 ADAM22 ADD2 ADIPOR2 ADO AGO4 AHCYL2 AKIP1 AMER1 ANK2 ANK3 ANKRD52 ANKS1A ARHGAP1 ARHGAP26 ARID4B ASB1 ASB4 ASIC2 ATMIN BCL2L13 BMP3 BNC2 BRINP1 BRPF3 C14orf28 CA7 CACNA1C CACNA1E CACNB3 CAMTA1 CBFA2T3 CBX3 CCNE2 CDH13 CDK6 CELF3 CERS6 CLCN3 CLOCK CNOT6 CPLX2 CREB3L2 CTNND2 CUEDC1 CYREN DAAM1 DAGLA DCAF7 DGKZ DIXDC1 DLL1 DNAJC16 DNM1L DPP3 DPYSL4 E2F3 E2F5 ELMOD1 EML5 EPS15L1 ERGIC1 FAM117B FAM167A FAM76A FAM83A FBXO30 FGD6 FGF23 FKBP1B FLOT2 FOXJ2 FOXN2 FOXP1 FRA10AC1 FRMD5 FUT8 FUT9 GABRA3 GALNT7 GLCE GMFB GMNC GOLPH3L GP5 GPR158 GPR22 GREM2 HCN3 HNF4A HSPA1B HTR2C IGF2BP3 IL6R INA JADE2 JAG1 JAKMIP1 KCNK3 KDM5D KIAA1217 KITLG KLF4 LDHA LEF1 LGR4 LHX2 LILRA1 LMAN1 LMAN2L LYST MAP2K1 MAP7D3 MBLAC1 MCIDAS MDM4 MET METAP1 MEX3C MGAT4A MGAT5B MLLT1 MLLT3 MPP2 MTMR10 MYCN MYH9 MYT1 NAV1 NAV3 NCEH1 NECTIN1 NOS1AP NOTCH1 NOTCH2 NPNT NRIP3 NRN1 NUMBL OAZ2 OLIG3 OSGIN2 PACS1 PDE7B PDGFRA PDXK PEA15 PGM1 PITPNC1 PKP4 PLAG1 PLEKHH2 PLOD1 PNOC POGZ PPARGC1B PPFIA1 PPP1R10 PPP1R11 PPP1R16B PPP2R3A PTGIS PURB RAD9B RALGPS1 RAP1GDS1 RCAN1 RDH11 RELN RFX3 RGS17 RPGRIP1L RPS6KA4 RPS6KL1 RRAGC RRAS RTL6 RTN4RL1 S1PR3 SAR1A SATB2 SCN2B SDK2 SEMA4B SEPTIN3 SERPINF2 SFT2D1 SGPP1 SHISA7 SHKBP1 SHOC2 SIDT2 SLC25A27 SLC27A4 SLC37A3 SLC44A2 SLC4A7 SMIM15 SNAI1 SNTB2 SNX15 SNX9 SOGA1 SRPRA STAB2 STK38L STRN3 STX17 SUCO SYNJ1 SYT1 TAF4B TAF5 TANC2 TASOR TBL1XR1 TENT5A TGIF2 TMEM109 TMEM164 TMEM184B TMEM255A TMEM74 TNRC18 TOB2 TPCN2 TPD52 TPPP TRANK1 TRIM67 TSN UBP1 UCN2 UNC13C VAMP2 VCL WASF1 XBP1 XPO5 XYLT1 ZBTB20 ZBTB9 ZDHHC16 ZDHHC17 ZFHX4 ZMYM4 ZMYND11 ZNF281 ZNF304 ZNF551 ZNF644 ZYG11B MIR449C_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR449C_3P ACOT13 ADGRL2 ANKRD29 ANXA5 ARHGEF18 BAG2 CD1E CHL1 CLCN4 CYP39A1 DHODH DRD1 ECT2 FYTTD1 GOLGA1 GPBP1 GSPT1 HECW2 HNRNPA0 HTR2C INTS8 KBTBD2 KLF3 KRAS MINDY3 MTERF2 MZT1 NANOS1 NEUROD4 NR2E1 NXT2 OXTR PARP9 PCGF6 PLPP5 PPARGC1B PTCHD4 RAD51B RALGAPA1 SEC24A SECISBP2L SLC10A7 SLU7 TCTN3 THUMPD1 TMEM182 UBR5 ULBP3 VAPA VAT1L YWHAQ ZDHHC17 ZFP36L2 ZMYND11 ZNF441 MIR449C_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR449C_5P ACTL6A ADD2 AHCYL2 AMER1 ANKS1B APH1A APOB APPL1 ARID1B ARID2 ASCL1 ASPHD2 ATAD2B ATP11C ATP1B3 ATP6V0A2 BACE1 BRPF1 CADM2 CALN1 CAMSAP2 CBLB CD40LG CDK19 CELF2 CELSR3 CEP55 CLDN8 CNTN3 CNTNAP1 CREB1 CTNND2 CYRIB DAAM1 DEFB134 DENND1B DGKI DLG1 DLL1 DNM1L ELAVL1 ELMOD1 ERLIN1 ETS1 FAM219A FBXO40 FBXO45 FBXW10B FKBP1B FUT9 GAS1 GRHL1 GSK3B GTF3C2 HDGFL2 HMBOX1 HMGN4 HOXB8 HOXC8 HTR2C IFIT1B IL1RAP JAKMIP1 KCNA1 KCTD16 KRTAP3-1 LCP1 LYST MAN2A2 MAP3K9 MAPK1IP1L MAPK4 MARVELD2 MET MIDEAS MLLT3 MTCL1 MTDH MTF1 MYC MYCBP2 MYF5 NCOR1 NDRG1 NEUROD1 NEXMIF NFAT5 NHSL1 PAPSS2 PARD3 PFKFB1 PHACTR1 PHF6 PIEZO2 PIK3C2A PLEKHA1 PRKAA2 PTP4A2 PTPN4 PTPRG PUM1 PYGB QDPR RAB3C RALA RAP1GAP2 RDX RFX3 RHOH SLC25A13 SLC25A36 SMPD1 SNIP1 SOGA1 SOX6 STK38L STK39 STMN2 TAF1A TASOR TENM1 TENT4A TFDP2 THAP12 THRB TMCC3 TMEM19 TOX TSPYL4 USP15 VAMP3 WIPF3 XKR6 YWHAZ ZBTB34 ZC3H12B ZC4H2 ZNF597 ZZZ3 MIR4500 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4500 A1CF ABCB9 ABCC5 ABHD17C ABL2 ABT1 ACER2 ACSL6 ACTA1 ACVR1C ACVR2A ADAMTS15 ADAMTS6 ADAMTS8 ADGRL3 ADRB1 ADRB2 ADRB3 AEN AFF2 AGAP1 AGO4 AHCTF1 AIFM1 AK3 AKAP6 AMER3 AMMECR1L AMOT AMT ANKRA2 ANKRD52 AP1S1 APBB3 ARG2 ARHGAP28 ARHGEF15 ARHGEF38 ARID3A ARID3B ARL5A ARMT1 ASAP1 ATL2 ATOSB ATP2A2 ATP8B4 B3GNT7 B4GAT1 BACH1 BEGAIN BEND4 BIN3 BSN BZW1 C14orf28 C15orf39 C18orf21 C19orf47 C8orf58 CACNB4 CADM2 CANT1 CARNMT1 CASP3 CBX2 CBX5 CCDC71L CCL7 CCND2 CCNJ CCNT2 CCR7 CD164 CD200R1 CD59 CDC25A CDC34 CDKN1A CEMIP2 CEP120 CEP135 CERCAM CERT1 CHD4 CHIC1 CLASP2 CLCN5 CLDN12 CLDN16 CLP1 CNOT6L CNTRL COIL COL1A2 COL27A1 COL3A1 COL4A1 COL4A2 COL4A6 COL5A2 CPA4 CPEB1 CPEB2 CPEB3 CRB2 CRCT1 CRTAM CUX1 DCAF15 DCUN1D2 DCUN1D3 DDI2 DDTL DDX19A DDX19B DDX31 DHX57 DICER1 DIP2A DLC1 DLST DMD DNA2 DNAAF9 DNAJA2 DNAJC1 DPH3 DPP3 DPP6 DTX2 DTX4 DUSP1 DUSP22 DVL3 E2F2 E2F5 E2F6 EDEM3 EDN1 EEA1 EEF2K EFHD2 EIF2S2 EIF4G2 ELF4 ELP1 ENTPD7 ENTREP2 EPHA4 ERCC4 ERCC6 ERO1A ERVH48-1 ESR2 FAM104A FAM135A FASLG FAXC FBXL12 FBXO30 FGD6 FGF11 FIGN FIGNL2 FMO4 FNDC3A FNDC3B FNIP1 FNIP2 FOXP2 FRAS1 FRMD4B FZD3 FZD4 GABBR2 GALC GALE GALNT1 GALNT15 GALNT2 GAN GAS7 GATM GCNT4 GDF6 GDPD1 GFM2 GGA3 GJC1 GNG5 GNPTAB GOLGA6L4 GOLT1B GPAT4 GPATCH2 GPCPD1 GPR26 GPX7 GRAMD2B GRPEL2 GTF2I GXYLT1 GYG2 HAND1 HAS2 HDLBP HDX HECTD2 HIC2 HIF1AN HIF3A HIP1 HMGA1 HMGA2 HOOK1 HOXA1 HOXA9 HOXD1 HSPA14 IFI44L IGDCC3 IGDCC4 IGF1 IGF1R IGF2BP1 IGF2BP2 IGF2BP3 IKZF2 IL10 IL13 IMPG2 INSR INTS2 INTS6L IQCB1 IRS2 ITGB3 KATNAL1 KCNC2 KCNJ11 KCNQ4 KCTD17 KCTD21 KDM3A KIAA0930 KIAA1958 KLF8 KLF9 KLHDC8B KLHL31 KLHL6 LAMP2 LBR LEPROTL1 LIMD2 LIN28A LIN28B LINGO1 LIPH LIPT2 LPGAT1 LRFN4 LRIG2 LRIG3 LRTOMT MAP3K1 MAP3K2 MAP3K9 MAP4K3 MAPK6 MAPK8 MARS2 MASP1 MBD2 MDM4 MED28 MED8 MEF2C MEIS2 MFSD4A MIB1 MMS22L MOB4 MRS2 MSN MSR1 MTDH MTRES1 MTUS1 MYCN NAP1L1 NAT8L NEK3 NGF NHLRC3 NIPAL4 NKAPD1 NLRP2B NME4 NME6 NOL4L NPEPL1 NPHP3 NR6A1 NRAS NYNRIN ONECUT2 OPA3 OSBPL3 OSMR PABIR1 PALD1 PAPPA PARD6B PARM1 PARP8 PARPBP PBX1 PBX2 PBX3 PCDH19 PCDH20 PCGF3 PDE12 PDP2 PDPR PEG10 PEX11B PGM2L1 PGRMC1 PIGA PIK3IP1 PITPNM3 PKD1L2 PLA2G3 PLAGL2 PLD3 PLEKHA8 PLEKHG6 PLEKHO1 PLPP5 PLPP6 PLXNA4 PLXNC1 PLXND1 POGLUT1 POGZ POLL POLR3D PPARGC1B PPP1R15B PPP1R16B PRDM5 PRKAR2A PRLR PRPF38B PRRX1 PRSS22 PRTG PTAFR PTPRD PXDN PXT1 RAB11FIP4 RAB15 RAB3GAP2 RAB8B RALB RANBP2 RASGRP1 RBFOX2 RBMS1 RBMS2 RCN1 RDX RFX6 RGS16 RGS6 RICTOR RIMOC1 RNF165 RNF20 RNF44 RSPO2 RUFY3 SALL3 SALL4 SCD SCN11A SCN4B SCN5A SDK1 SDR42E1 SEMA3F SEMA4C SEMA4G SENP2 SENP5 SERF2 SESTD1 SFMBT1 SIGLEC14 SIGLEC5 SIGMAR1 SKIL SLC10A7 SLC16A9 SLC20A1 SLC22A23 SLC25A18 SLC25A24 SLC25A27 SLC2A12 SLC30A4 SLC31A2 SLC35D2 SLC38A9 SLC5A6 SLC5A9 SLC66A1 SLF2 SLK SMAP1 SMARCAD1 SMARCC1 SMC1A SMIM3 SMUG1 SNX16 SNX30 SOCS4 SPRYD4 SRD5A3 SRGAP1 STARD13 STARD3NL STARD9 STIMATE STK24 STK40 STRBP STX3 STXBP5 SUB1 TAF9B TBKBP1 TECPR2 TET3 TGFBR1 TGFBR3 THOC2 THRSP TMC7 TMEM121B TMEM167A TMEM234 TMEM65 TMOD2 TMPPE TMPRSS2 TNFRSF1B TNFSF9 TRABD TRANK1 TREML1 TRIB1 TRIM41 TRIM67 TRIM71 TRMT13 TSC22D2 TSEN34 TSPEAR TTL TTLL4 TXLNA TXLNG UGCG UHRF2 USP24 USP32 USP38 USP44 UTRN VAV3 VIRMA VSNL1 WDFY3 WDR37 WNT9B XK XKR8 XRN1 XYLT1 YOD1 YPEL2 ZBP1 ZBTB10 ZBTB39 ZBTB5 ZBTB8B ZCCHC9 ZFYVE26 ZNF10 ZNF275 ZNF280B ZNF322 ZNF341 ZNF512B ZNF516 ZNF583 ZNF587 ZNF644 ZNF652 ZNF689 ZNF710 ZNF784 ZSWIM5 MIR4501 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4501 ABR ABTB2 ADAMTS6 AGTR1 ANGPTL3 ANKRD18A APBB2 ASXL2 AVPR1A BTAF1 C2orf73 CA10 CAPS2 CBX6 CCDC117 CCNT1 CCPG1 CENPJ CFAP58 CISD1 CLU CPE CREB1 DCUN1D1 DEFB118 DNAJA2 DYNC2I1 EFNB2 EXOSC3 FBXO6 FEM1C FSD1L GK HCN1 HSD11B1 ICE2 IRAG1 KATNAL1 KDM7A KLF10 LRRC2 MCIDAS MIPOL1 MMAB MPRIP MYBL1 NAAA NKX3-1 NPAS3 NR5A2 OSMR PAQR9 PIK3C2A PPP2R2B PURG RACGAP1 RIT1 SARNP SLC35A3 SLC49A4 SPPL3 SPRED1 STAT1 SYT17 TIFA TMEM14A TMEM184B TMEM248 TRIQK TUBGCP3 TXNDC16 UBE4A UBE4B YME1L1 ZBTB20 ZFAND1 ZNF501 MIR4502 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4502 AADAT AGO2 ARFGEF1 AVL9 BCAT1 CACNA2D3 CAVIN4 CPEB4 DBT DCUN1D1 DDHD1 DDX4 DNAJC24 EIF5A2 FKBP4 FKTN FXR1 GABRA4 GPM6B GRPEL2 HELZ HS3ST4 INTS2 KDM5A LHFPL1 LMLN LRCH3 MMP28 MYO1B NDUFAF5 OFD1 PAH PALS1 PCDH17 PCMTD1 PHACTR2 PIAS2 PLCE1 PLPP4 PPP2R5A PPP4R3B RAB3GAP2 RB1CC1 RBBP9 SAMD4A SESN3 SLC38A4 SLC4A8 SLC8A2 SMC1A SPAG9 SRSF1 STAM2 SULF1 SYNGR3 TCF12 TCOF1 TMEM184C TMPRSS13 TOP2A TOR2A TRPC5 TTC38 UBE2A UGDH WASHC4 ZFP1 ZFP90 ZKSCAN7 ZNF189 ZNF267 ZNF268 ZNF302 ZNF354B ZNF37A ZNF544 ZNF578 ZNF705A ZNF776 ZNF781 MIR4503 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4503 ACER3 AFF1 AHR ALAS1 ANKRD12 ANKRD62 APOL6 AQR ARFIP1 ASPH BACE2 BCL11B BICRAL BLOC1S6 BPTF C14orf39 C15orf61 C8orf34 C9orf153 C9orf72 CA1 CADM2 CAPS2 CAV2 CBLN4 CCDC88A CCND2 CCNE2 CD302 CDK13 CDV3 CELF2 CELF4 CEP104 CFAP20DC CLTB CNPY1 CNTRL COL1A2 COL9A1 COMMD8 CPEB2 CPSF6 CTAGE1 CTNNB1 CTSV CTTNBP2NL CUL4B DCAF8L1 DCLK1 DCTN4 DCTN5 DCX DENND4C DIXDC1 DKK1 DNAJA1 DOCK11 DOCK5 DYRK1A EAF1 EFR3A ELAVL2 ENTPD1 ERCC6 ERICH2 ETV1 F13B FAM120A FAM135A FAM177A1 FAM20B FASLG FBXL3 FCGR2A FERMT2 FGF13 FKBP5 FKTN FMR1 FNIP2 FOXP2 FSCB GARRE1 GDAP2 GNB4 GNGT1 GPR137C GPR34 GPR6 GPRIN3 GREM1 GRIN2A GSDMA GTPBP10 HAUS2 HELZ HIVEP3 HMGCR HS3ST5 IDE IFNA16 ING2 INSM1 IRS1 ITPR2 KANSL1 KCNC2 KCNE4 KHDRBS1 KHDRBS3 KIAA0319 KLHL31 KMT2C LACTB LAMP5 LIAS LIMS1 LMNB1 LRRC51 LY75-CD302 MAL2 MAP4 MAP4K3 MAP4K5 MARK1 MASTL MBNL1 MCC MDM4 MED13 MEGF10 MIA2 MID1 MIS18A MN1 MORF4L1 MS4A7 MSRB3 MTDH MYO1D MYT1L NAA30 NAP1L1 NAP1L4 NCAM1 NCOA3 NEXMIF NTRK2 NUDT11 NXT2 OSBP2 OTC PABPC4L PACSIN2 PAG1 PAPPA PBLD PCGF3 PCK1 PCOLCE2 PDYN PHLDA1 PIGBOS1 PIGG PIK3C3 PIP4P2 PITPNA PLGLB1 PLGLB2 PLPP3 PLS1 PNMA8A PPP1R21 PREX2 PRKAA2 PRTG PTCH1 PTPRN2 PUS7 PXK RAB14 RAB18 RAB36 RAB39B RAB8B RABGAP1 RANBP2 RANBP9 RAP1A RAP1GAP2 RELN RNF11 RNF180 ROBO2 RRAGA RUFY2 RWDD4 SC5D SCN2A SEC24B SELENOF SELENOT SERTAD4 SESN3 SETD2 SH2D1B SIMC1 SLC16A10 SLC17A5 SLC25A27 SLC2A2 SLC30A10 SLC30A7 SLC4A8 SLC6A4 SLC9B2 SMAD5 SMAP2 SMCHD1 SNX1 SPART SPAST SPATA22 SPRY1 SREK1 STAG2 STBD1 STX16 STXBP5 STYX SUZ12 SVIP SYVN1 TBL1XR1 TBX5 TBXAS1 TENT5A TFAP2B TFG TLCD4 TM7SF3 TMBIM4 TMEM104 TMEM135 TMEM255A TMEM30A TMEM33 TMEM38B TNKS2 TNMD TNPO1 TOR1AIP2 TPD52 TSHZ2 TSHZ3 TSPYL1 UGT2A1 UGT2A2 USP13 USP6NL VEZF1 VMA21 VPS13C VPS37A WASHC2C WDR26 WDR7 WLS XPO4 YTHDF3 ZBTB21 ZCCHC17 ZDHHC2 ZDHHC23 ZFHX4 ZNF195 ZNF445 ZNF664 ZNF689 ZNF827 MIR4504 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4504 ACSL1 ALDH1A2 ALKBH4 AMMECR1 ANP32E APPL1 AREG ARHGEF26 ARPC1A ATP6V0B BCLAF1 BMX BRD3 BTAF1 C1orf21 C5orf63 C6orf47 CA10 CACNG4 CAPS2 CDK17 CLU CNNM4 CNTF COL25A1 COPG2 CPEB3 CSGALNACT2 CSNK1A1 CSNK1A1L CYP8B1 DNM3 DYNC2I1 EEF1A1 EOLA1 ERCC6 ERI1 EXOC6 FBN1 FEM1C FGB FNDC3B FUT9 GAB1 GAD2 GBP5 GDF11 GLCE GM2A GON7 GPBP1 GPR153 HACD4 HIF1A HIPK3 HLF HRH4 HS2ST1 IGDCC4 INTS2 ITGB1BP1 ITPR1 JOSD1 JUN KATNAL1 KBTBD8 KLF7 KLHL13 LBH LSM14A MAP3K1 MAP3K9 MAP4K4 MECP2 MEIS1 METTL14 MIER1 MMAB MRTFB NCK1 NCSTN NIPAL1 NR2F2 NRG1 NSD3 NUDT4 ONECUT2 OSMR PALLD PAQR9 PARP12 PBX2 PCGF5 PGK1 PLBD1 PLEKHA1 PLET1 PNPLA8 PPP1R17 PPP2CA PRR27 PSMB6 PWWP2B RAB33B RASA3 RBM15B RBM7 RIMS2 RIT1 RNF217 RPS6KB1 RTN4 RTRAF SBSN SCN1A SCRN3 SDC2 SEC11A SEC24B SH3KBP1 SLC33A1 SLC6A6 SLF2 SMCHD1 SNTG1 SOWAHC SP8 SPTLC3 SRSF1 SYT17 TAF11 TBC1D9 TBCC TBL1XR1 THAP9 TKTL2 TNPO1 TRAPPC1 TRIM37 TUBGCP3 TWF1 UACA USP13 VAPB VPS41 WTAP WWC3 YME1L1 ZFAND6 ZFHX3 ZFHX4 ZFP36L1 ZFR ZNF592 ZNF618 ZNF701 ZNF761 MIR4505 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4505 AAK1 ABCG4 ABR ACTMAP ACVR2B ADAP1 ADCY1 ADGRL1 ADRB3 AFF3 AGAP2 AKAP4 AMACR AMOTL2 ANKS1A ANKS6 ARHGAP35 ARHGDIA ARID3B ARMC6 ARNT ASCC2 ASIC1 ATF7 B3GAT1 B3GNTL1 BARHL1 BBC3 BMP8B C7 CACNA1E CASS4 CBFA2T3 CBX6 CCDC157 CCDC28A CCL28 CD28 CEACAM6 CELF3 CEP85 CHRM1 CIRBP CLCC1 CLOCK CLVS1 CMTM3 CNOT1 CORO1A CORO1C CPLX2 CPNE5 CPTP CRHR2 CRTC1 CSK DAOA DENND1A DES DHCR24 DHX8 DMBX1 DMWD DNMT3A DPYSL5 DUSP8 E2F2 ECE1 EEFSEC EME1 EMILIN3 ENG ENSA ERBB2 ESPN FAM166B FAM219A FAM53B FBXO41 FLNA FMNL3 FOXN3 FSCN1 GARRE1 GATAD2A GGT7 GIPC3 GLIS2 GNG13 GPC1 GRAMD1B GRIK3 GUCA1B HADHA HAP1 HCN4 HECTD1 HMGA1 HSPB6 IGF2BP1 IGFBP5 JADE2 KCNE4 KCNT1 KDM6B KIF21B KLK4 KSR2 LAYN LMX1B LRP1 MAPKAP1 MAPT MARCHF8 MFNG MLKL MLPH MNT MOB3C MYO1D NACC2 NAT8L NCAM1 NCLN NCS1 NDST1 NECTIN1 NEURL1 NF2 NFIB NFIC NFIX NFX1 NNAT NOVA2 NPLOC4 NR6A1 ORAI2 OSBP2 P2RX1 PACS1 PAK4 PARN PARP16 PAX5 PDGFB PES1 PHACTR4 PIANP PLEC PLEKHO1 PLXNA2 PLXNA4 POU2F2 PPFIA2 PPIP5K1 PPP1R16B PPP1R3B PPP1R7 PPP3R1 PROX1 PSG1 PTAR1 PXN RAB11FIP5 RAB43 RAD23A RALY RAPGEF5 RASGEF1A RCAN2 RERE RHOQ RIMS4 RING1 RNF166 RNLS RPGRIP1L RSPRY1 RXRA SARM1 SCD5 SCUBE3 SDK1 SDK2 SELENON SEMA3G SEPTIN3 SEZ6 SH3GL1 SH3KBP1 SH3PXD2A SHB SHISA6 SHISA7 SHROOM4 SIX3 SLAIN2 SLC25A22 SLC30A7 SLC35E1 SLC38A1 SLC43A2 SLC7A1 SLC7A8 SLCO2B1 SMAD3 SMARCD2 SMIM7 SMPD3 SMYD1 SNX29 SOGA1 SP1 SPEG ST6GALNAC6 ST8SIA5 STAMBP STK40 SULF2 SUV39H1 SYNGAP1 SYT1 TANC2 TBC1D13 TBC1D16 TEAD2 TENM1 TMCC2 TMEM104 TMEM184A TMEM63C TNFRSF10C TP53I11 TPCN1 TRABD2B TRARG1 TSBP1 TUBB4B UBR2 UBR5 VANGL2 VPS37C VSX2 WDFY1 WDTC1 WWP1 ZBTB2 ZDHHC14 ZDHHC22 ZFP41 ZMIZ2 ZNF219 ZNF395 ZNF600 MIR4506 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4506 ANKRD42 AQP4 ARF4 BARX2 BRCA1 CD274 CDKN2D CLASP2 F2RL2 FBXO43 FBXW2 FSTL1 GGA2 GNRH1 GOLIM4 GPALPP1 HNRNPU IGDCC4 JAZF1 KCNV1 MYO5A NAPG OR12D3 PHF2 PIKFYVE PTGES3 RCAN2 RNF182 SDR9C7 SERPINA1 SH3BGRL3 SIGLEC14 SKAP2 SLC2A9 SMAP1 SYNJ1 TFDP1 UBE2D1 UGT2B10 WDR48 ZDHHC19 ZFP3 ZNF680 MIR4507 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4507 ASB8 ATXN1 CCDC3 CHERP CHST11 CLEC4D COL1A1 CPNE8 ECHDC1 EGR2 ETF1 FBN2 FCGR1BP FGA GHITM HCN1 HOXA1 LMLN LRGUK MANBAL MRPL20 NUTF2 PSEN1 PSG8 PTPRJ RNF10 RNF165 SMIM10 STK39 TEAD1 TEAD4 TENM3 THBS4 TRIM10 ZBTB1 ZFHX4 ZNF568 ZNRF3 MIR4509 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4509 ACSL4 ANKLE1 ANKRD1 ATP11AUN AUNIP BCHE C5orf24 CASK CDCA4 CDH8 CELF4 CRYBG3 DCAF8 DENND1B DICER1 DLC1 DNAJB4 EFEMP1 EFHC1 ERH GAB2 GBP5 HIBADH ITCH LDHB LHFPL1 MBNL3 MECP2 MED26 MISP MMD MMGT1 MTREX MXI1 MYF5 MYF6 MYO1E NANOG NEU1 NF2 NFIB NKAIN2 PPARGC1A PRKX PTBP2 PTK2 RBM18 SEPTIN8 SIGLEC12 SLC7A7 SPAG6 STAU2 SUCNR1 TBL1XR1 TGFBRAP1 TNRC6C TPR TRAK1 TRPS1 UBE2H UBQLN2 WDR1 ZEB2 ZFP90 ZKSCAN8 ZNF268 ZNF559-ZNF177 ZNF589 ZNF697 ZNF708 ZNF773 MIR450A_1_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR450A_1_3P AAK1 ABCF3 ABLIM1 ADRA1A AFF1 AK9 ALKBH5 ANK3 ANKDD1A ARHGEF18 ARSB BBX BCAP29 BEND2 BMP2 BNC2 C1orf109 C9orf64 CADPS2 CBLL1 CDH2 CDS2 CENPQ CHD9 CHST4 CIPC CNGB3 CNTNAP2 COBL CREBL2 CRNKL1 CT45A1 CT45A10 CT45A5 CT45A9 CTDSP2 CTDSPL2 CXCL9 CYBRD1 CYSLTR1 DCBLD2 DCLK3 DENND5A DGKH DNAJC12 ELAPOR1 ELMO1 ENY2 EPS8L3 FAM53C FBXO33 FBXO4 FGA FGF18 FOXN2 FRMPD4 GKN2 GPATCH2 GPBP1L1 GPC6 GPR158 GPRASP3 GRAMD1B GRM6 GRPEL1 GTF2H3 GTF3C2 GUCY1A2 GULP1 GVQW3 HACD4 HAUS5 HERC3 HMGCR HMGN5 HNRNPA3 HPRT1 HSPA9 IL20RA IRAK3 JADE3 KLF4 KLHL8 LMBRD2 LRRC51 MAP3K7 MAP7D2 MBNL3 MBOAT7 MEF2C MEX3C MIER1 MIS18BP1 MKRN1 MMP20 MRE11 MRPS27 MTHFD2 MTRF1L MYEF2 MYO5B NAPG NEFH NFIA NIPAL1 NSD1 NSL1 NUDT19 OCRL OLFML1 ONECUT2 OPRK1 OSBP PABPC1L PCSK7 PFKFB2 PHF2 PHF20 PIGN PKIB PLA2G4D PLEKHS1 POM121 POM121C POU2F1 PPM1L PRKACB PRPF3 PRRX1 PSIP1 PTN RASGEF1A RASSF10 RBBP4 REEP5 RFTN2 RFX3 RIF1 RNPEP ROCK2 ROR1 RPA3 RPL15 SARAF SCP2 SDHD SEPTIN3 SF3B4 SFRP1 SGIP1 SH3TC2 SLC12A8 SLC34A2 SLC35E2A SLC49A4 SLCO1A2 SMAD2 SOGA1 SPRR4 SPRTN SRA1 STAC STAP1 STAT1 STMN4 SUSD4 SYNPO2 TDGF1 TM9SF3 TMEM170B TMEM41A TRIO TRMT10C TRPS1 TTC22 TXLNB UBE2F UBE3C UHMK1 ULBP2 VCL VSNL1 VWC2 WBP1L ZEB1 ZMYM4 ZMYND11 ZNF264 ZNF280C ZNF365 ZNF502 ZNF578 ZNF662 ZNF704 MIR450A_2_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR450A_2_3P ABCB7 ACSL1 ADGRA3 AFF3 AMIGO1 ANKRD26 ANXA1 APOL4 ARGFX ASXL3 ATP2B4 ATP6V1G2 BCAM BNC2 BRAF C1QTNF3 C3orf36 CBX6 CCDC82 CCDC97 CD69 CEP135 CFLAR CLCF1 CLIP3 CNIH3 CSNK1A1 CXCL11 CYBB CYYR1 DCTN4 DIRAS2 ELAVL3 ELK1 ELOVL4 ERFE FGFR1 G3BP1 G3BP2 GBP3 GDF11 GOLT1A GPR135 GRIK1 HECTD3 IGF2 IL6ST INKA2 KAZALD1 LMO7 LOXHD1 LUC7L3 MAP1A MARCKSL1 MBD2 MCTS1 MED12L MED9 MMACHC MTF2 NAALADL2 NECTIN2 NLN NME8 NOS1 NPFFR2 NUDCD1 OPN5 ORAI2 OSBPL6 PATL1 PCSK2 PDE12 PDE8B PI4KB PIK3CA PIK3R3 PKNOX2 PKP2 PLAA PLCH1 PLEKHS1 PPP1R9B PRH2 PRICKLE4 PRKCB PRLR PSKH1 PSTPIP2 PURG PYGB RAB11FIP2 RHOC RICTOR RSAD2 RXRG S1PR3 SCNN1A SERAC1 SH3BP4 SLC25A23 SLC38A1 SLC4A10 SSX2IP ST8SIA1 SUCNR1 SUSD2 TAB3 TAF1 TBC1D8B TBR1 TLN1 TMEM144 TMTC3 TMX4 TPP1 TRAM1 TRPC5OS USP14 WFDC12 YES1 YY1AP1 YY2 ZBTB39 ZDHHC8 ZFHX4 ZNF32 ZNF470 ZNF629 ZNF750 MIR450B_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR450B_3P AP3S1 ASAP1 C11orf58 C4orf19 C5orf15 C6orf136 CBLN2 CCDC92 DACT1 DCLRE1C DPY19L4 EYS GABRG2 GALNT10 GPR180 HEY2 HMCN1 HSP90B1 IKZF1 ILDR2 KDM4C KDSR KLF7 KRTAP17-1 LMBR1L MACF1 NECTIN2 NOVA1 NSFL1C PBXIP1 PEG10 PGK1 PIP5K1A POLQ PTPN11 RFC3 SFRP5 SLC25A23 SP7 SP8 TMED2 TMEM139 TPBGL WBP1L ZNF708 ZSWIM9 MIR450B_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR450B_5P AADAT ABCA1 ABRAXAS1 ACSL4 ACVR1 ADAM10 ADAM19 ADAM9 ADARB1 ADH1B AGFG1 AGO3 AGO4 AGPAT5 AK5 AMPH ANK3 ANKRD12 ANKRD28 ANKS1B ANO3 AOAH APBB2 APC APPL1 AQP4 ARFGEF3 ARID1A ARID4A ARPC5 ART3 ATF7IP ATP11C ATP2C1 ATP5MG ATP8B2 ATP9A ATXN7 AUTS2 B3GNT2 BACH2 BCL10 BCL11B BCL2 BCLAF3 BICD2 BPTF BRWD3 BZW1 C15orf61 C18orf25 C1GALT1C1 C1RL C1orf174 C1orf21 C3orf38 C3orf70 CACNA1B CACNA1C CADM2 CALB1 CALM2 CAMK1D CAMK2N1 CAMK4 CAMTA1 CAPZA2 CBLB CBX3 CCBE1 CCDC170 CCDC179 CCDC91 CCDC9B CCNC CCNDBP1 CCNK CCNYL1 CD2AP CDC14B CDC42EP3 CDHR3 CDYL2 CENPK CEP350 CEP41 CFL2 CGGBP1 CHD6 CHMP2B CHMP4B CHRM2 CLCC1 CLCN3 CLCN5 CLEC3B CLIP4 CLRN1 CMTM8 CNKSR2 CNNM1 CNOT7 CNTN5 CP CPEB1 CRB1 CSRNP3 CSTPP1 CT62 CTTNBP2NL CUL5 DAAM1 DAB2IP DAZ2 DAZ3 DAZ4 DCP1A DDX24 DENND10 DENND1B DGKE DKK2 DKK3 DLK1 DMP1 DNAJA3 DPY19L3 EBF1 ECPAS ECT2 EDA EDIL3 EEA1 EGF ELAVL4 ELK4 EMX2 ENDOD1 ENOX2 ENTPD1 ENTREP1 EOGT EPHB1 ERBB2 ERI2 ETV6 FAM120A FAN1 FAXC FBN1 FCRL2 FHIP2B FILIP1 FLRT3 FNDC3B FOXE1 FOXN3 FOXR2 FRMD4A FRYL FUBP3 GABBR2 GABPA GABRA4 GABRG1 GALNT7 GALNTL6 GAPT GASK1B GEM GFRA2 GGNBP2 GLCCI1 GMFB GNA13 GNAI3 GNAQ GOLGA5 GPATCH2L GPC6 GPR158 GSN GSPT1 GSTA2 GTF2A1 GUCY1A2 GZF1 HADHB HAPSTR1 HERC3 HIPK1 HIPK3 HMGB2 HNRNPK HNRNPL HOOK3 HSD11B1 HSPA13 HSPB8 HUS1B IBTK IFI44L IGF1 IGSF1 IKZF5 INO80D INTS13 INTS6L IRF2BPL ISM1 JAM2 JKAMP KCNA1 KCNB1 KCNIP3 KCTD1 KCTD21 KIDINS220 KLF8 KLHL5 KLHL8 KMT2E KPNA6 KRT15 LAMP2 LAYN LBR LEPROT LEPROTL1 LHX1 LNPEP LPGAT1 LRAT LRP6 LRRC39 LRRN1 LSM14B LUM LYPD6B LYPLA1 MAGED4 MAGED4B MAMDC2 MAN1A1 MAP2 MAP3K13 MAPK6 MARCHF5 MARCHF7 MBLAC2 MBNL1 MBNL3 MCC MED26 MEF2C MEI4 MIER1 MIPOL1 MKX MLLT6 MMUT MRPL35 MRPL44 MS4A12 MSL3 MSN MSTN MSTO1 MSX2 MTDH MZT1 NANOS1 NAV3 NBAS NDRG3 NEBL NECAP2 NEDD1 NELL1 NEPRO NFE2L2 NFKB1 NKAIN2 NKTR NOXRED1 NPAT NPHP1 NR1D2 NR4A2 NSD3 NWD2 NXT2 ONECUT2 OR9Q1 ORC5 OTOGL PABPC1 PABPC3 PABPC5 PAK3 PALLD PAN2 PAX9 PBRM1 PBX1 PCDH17 PCDH19 PCDH7 PCDHGA7 PCSK6 PDE10A PDE3A PDK2 PDS5A PDZRN3 PEX5L PGRMC1 PHF20 PHIP PI4K2B PIP5K1B PKD2 PKD2L2 PLCB4 PLEKHA8 PLEKHO2 PLK4 PLXDC2 PLXNA4 PNRC1 POGLUT3 POLR3F PPHLN1 PRDM16 PRICKLE2 PRKACB PRKAR2B PRRG1 PRTG PSD3 PTBP1 PTP4A1 PTPN4 PTPRR PTPRZ1 PURA PURB PWWP3B QKI RAB11A RAB23 RAB3IP RAB43 RALA RAP2C RARG RASGEF1C RASGRF2 RASSF5 RBM47 RBMS3 RBPJ RCBTB2 REEP1 REP15 RFC1 RFX7 RHOQ RIMS2 RNF113B RNF217 RPP14 RUNX1 RXFP1 SALL4 SATB2 SCAF11 SCAF8 SENP1 SENP8 SERINC5 SESN3 SETD6 SGCD SGMS1 SHB SLAMF1 SLC16A10 SLC17A6 SLC1A6 SLC25A46 SLC30A4 SLC35A3 SLC36A4 SLC39A14 SLC4A7 SLC9C1 SLCO3A1 SLU7 SMC1A SMCO3 SMIM9 SNCA SOD2 SORCS1 SOWAHA SOX2 SOX21 SOX6 SP4 SPOPL SPRTN SPTBN4 SPTSSB STARD9 STIM2 STOX2 STS SUN2 SYT7 TAOK1 TENT4B TET1 TFRC THSD7A TLCD3A TLCD4 TMEM106B TMEM123 TMEM199 TMEM255A TMEM267 TMLHE TNPO1 TNRC6A TPP2 TPST2 TRDN TRIO TRIQK TRMT12 TRO TRPM3 TTN TUB TUBA4A TYR U2SURP UBASH3B UBE2I UBE2K UBN2 UBR1 UCHL5 UNC5D USO1 USP47 USP9X UVSSA VCP VGLL3 VGLL4 VMA21 VPS36 WAC WDR59 WWP1 WWTR1 XKR4 XPO4 YEATS2 YIPF6 ZBTB10 ZBTB11 ZBTB20 ZBTB43 ZDHHC17 ZFYVE26 ZIC3 ZNF10 ZNF366 ZNF367 ZNF516 ZNF701 ZNF813 MIR4510 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4510 ABHD2 ACVR2A ADAM19 ADGRF2 AGAP1 AKAP13 ALKBH1 ALOXE3 ARHGAP19 ARL8A ATAT1 ATP13A3 ATP1B2 ATP6V1B2 BAZ2A BCL11A BICDL1 BPIFB2 C20orf96 CACNG6 CAMKMT CANX CASTOR2 CCDC184 CD34 CDK1 CDK5R2 CENPP CERS2 CERS3 CHRDL1 CLSTN3 CLTA CREB3L1 CSNK1G1 CWC27 DCX DEFB118 DLX6 DNAH8 DNMT3B DTX4 DUSP26 EIF4EBP1 ELMOD1 ENAM ERI3 ETF1 EYA3 F9 FAM104B FAM131C FBXO45 FGD1 FIGNL2 FOXL2NB FRMPD3 FRY GABRG2 GATAD2B GEN1 GJB3 GMPPB GPATCH8 GSK3A GTF2A1 HYCC2 IFFO1 IGF1R IGSF8 IKBKE IL10RA IL18R1 IL2RG INTS6 JADE2 KCND1 KCNF1 KCNQ4 KDELR2 KIAA0513 KIF24 KIF5A KLC4 KLK4 KRT75 KSR2 LASP1 LDLRAD3 LENG8 LHX2 LINC03040 LPXN LRATD2 LSAMP LURAP1 MAPK14 MAPKAPK2 MAPRE1 MECP2 MICALL1 MIP MMACHC MPIG6B MSH5 MSI1 MVB12B NAA50 NABP2 NELFE NEMP2 NFIX NIPSNAP1 NME9 NOL4L NOTCH3 NOVA2 NUDT18 NXF1 NYNRIN OSBP PABPC1L2A PABPC1L2B PACS1 PADI2 PAICS PAK3 PARD3B PIANP PLA2G2D PLXNA4 POU2AF1 PPP1R12B PRR29 PSME3 PTMS RAB11FIP1 RAB5B RASSF3 RBMS3 RCOR1 RGSL1 RNF169 RPH3A RSPO4 S100A16 SAMD9 SDK1 SHB SHE SHF SHLD1 SHMT2 SIGLEC1 SIX2 SLC19A3 SLC25A24 SLC2A3 SMAD3 SMG6 SMOC1 SNX33 SORL1 SP1 SPINK14 SPRY4 ST3GAL1 STING1 STUM STX2 SYNGAP1 TAB1 TET2 TET3 TMEM169 TMEM63A TOLLIP TRIM16 TRIM16L TTYH3 TUBB UBL4A UBQLN2 VTI1A WBP2 WDTC1 XPR1 XYLB YEATS4 ZFPL1 ZNF395 ZNF583 ZNF703 ZNF782 MIR4511 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4511 ADGRE3 ANKRD34C ANLN ARL5B ASH1L B4GAT1 BUB3 C9orf152 CA1 CAPS2 CCDC169-SOHLH2 CCDC93 CD93 CDC42EP3 CDH11 CDK19 CDY1 CDY1B CELF4 CEP57 DACH1 DCAF10 DEPDC1 DKK1 DTNA EEA1 EMC6 EPS8 ESCO1 FAM241A FAM3C FCHSD2 FGFBP3 FIGN FOXJ2 FOXO1 FRMPD4 FSD1L FXR1 FZD8 GCA GEMIN5 GIN1 GPSM2 HAS2 HAUS1 HDAC8 HDX HELLS HELZ HIVEP2 HMBOX1 HMCES HS6ST2 IARS1 KDSR LAMA4 LIPG LMNB1 LONRF3 LRRC7 MAP3K2 MCOLN3 MED14 MGAT4A MIGA1 MORF4L2 MPL MSL2 MTDH MTFR1 NAA30 NAP1L1 NLGN3 NOX1 NR2C1 NUFIP2 OR7D2 ORC5 OSER1 OTUD4 OXR1 PABPC4L PALLD PCNP PEG10 PIK3C2B PIK3CA PON2 PPP1R15B PPP3CB PPP4R3A PRDM5 PRKAA2 PRKG1 PRMT6 PXK RAB3B RAI14 RAP2C RBKS RBM15B RBMS1 RNF146 RPRD1A RUBCNL SAMD4B SATB1 SCP2 SCYL3 SF3B2 SINHCAF SLC16A9 SLC25A16 SLC25A24 SLC25A32 SLC6A11 SLCO1A2 SMAD5 SOS2 SP3 SPRED2 SRSF1 ST6GAL2 ST8SIA4 STAG2 STAMBP SUMO1 SUSD6 TAPT1 TBC1D24 TBC1D32 TBRG1 TFDP1 TGFBRAP1 TIAM1 TMED4 TMEM263 TNKS TOR1AIP2 TRIM67 TSPYL1 TUT4 U2SURP UBASH3B UBE2W UBLCP1 UMAD1 UNC5D USP24 USP25 USP45 WDR41 WDR45B WWC3 YWHAE ZBTB33 ZBTB41 ZBTB44 ZDHHC17 ZNF280D ZNF532 ZNF728 MIR4512 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4512 CAMKV CNBP CWC22 GCC1 GNG2 H2AJ H2AX KIAA0408 MACIR MDGA2 MKNK1 NR2F2 PTPRD SNRNP48 SNRPB SOGA3 SRPK1 TMEM255A UFM1 USP2 ZNF521 ZNF584 MIR4513 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4513 BICD1 C1orf50 CLDND1 CLEC4D CLK4 CPS1 DAB2 DCUN1D3 ESYT3 FMO2 GAN GLRA2 GSAP HNRNPA2B1 ICOS IL1RAP KAT6B KCNJ3 L3MBTL1 LCP2 LSM14A MAP1B MAPK10 MBNL1 MBOAT2 MDH1B MEAK7 MYL1 MYOCD NHLRC3 NIPBL OCLN OSGEPL1 P3H2 PDZD2 PITPNB PLAGL1 PM20D2 PNPLA1 PROZ RGS7 SLC4A5 SPZ1 STX11 SV2C TK2 VKORC1L1 ZNF25 ZNF594 MIR4514 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4514 ABR ACSBG2 ADAM22 AKAP13 AMER1 AREL1 ARMH3 ASB6 ATP2B3 ATXN7L3B AVIL BLMH BMF BRD4 C18orf25 CACNA1A CACNA1B CAPN2 CASKIN2 CC2D1B CCNT2 CDK16 CHL1 CHMP7 CMTM4 CNTN2 COTL1 COX7A2L CREB1 CREB5 CRLF3 CS CTTNBP2NL CYP11B1 CYP4A11 CYP7A1 CYP8B1 DENND10 DESI1 DIS3L2 DNALI1 DOC2A DOCK5 DOLPP1 EGR1 EIF1AY ERGIC2 ESR1 F8 FAM83B FBF1 FBXL20 FBXO45 FGFRL1 FPGS GABRB3 GARRE1 GCC1 GJB1 GPR26 GPR63 GRB10 GRIK3 HAND1 HIGD1A IQCG ITGB3BP ITPK1 JARID2 KCND3 KDM2A KIAA0513 KIF3C KL KRT73 KY L3MBTL2 LBH MAP2 MAP3K9 MAPKAPK3 MARCHF6 MBD3 MEIKIN MINDY2 MPIG6B MYADM MYBBP1A MYPOP N4BP1 NAA60 NAV1 NAV2 NBPF1 NBPF12 NBPF15 NBPF3 NBPF8 NBPF9 NEXMIF NFIL3 NOTCH2 NPR3 NXPH4 OLFM2 OTUD6B PABPC4L PAK2 PARN PCDH1 PCDHB10 PCSK7 PHTF2 PIAS3 PITPNM2 PLAAT5 PNKD POU4F1 PPP1R11 PRKAR2A PRM1 PRX RAB11B RAB11FIP4 RANBP10 RETREG2 RIMS4 RIT2 RNF123 RNF44 RPF2 SCN4B SCUBE3 SERPINH1 SGPP1 SH3BP2 SH3GLB2 SKI SLAIN1 SLC26A7 SLC39A10 SLC43A2 SLC8A2 SMARCAD1 SMIM24 SMLR1 SON SPTSSB SSBP3 SSR1 ST7L STAMBP STRN STUM SV2B SYT1 TBC1D10A TBC1D13 TBC1D2B TENM1 TEX2 TFDP1 TLR9 TMCC2 TMEM9B TRAF3 TRIM26 TRPC4AP TSPAN2 U2SURP UNC5CL USH2A UTRN VAMP2 VPS36 WASF2 WASL WDFY3 WWP2 XRCC6 ZC2HC1C ZMAT3 ZNF250 ZNF526 ZNF608 ZSCAN2 MIR4515 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4515 AFAP1L2 AGO1 APPBP2 BEX4 CEP78 CRH CRIPT DCAF8L1 DENND3 DMTN DOCK5 EEIG1 EPB41L2 ERP29 FILIP1L GABRG1 GGT5 GPR65 GPX2 HYAL3 KCNMB1 LAMC1 LGI1 MGAT4A N6AMT1 PLAGL2 PPP1R12B PSMA3 RAB5IF RAPGEF2 RAPGEF4 RCOR1 REM2 SENP5 SPANXN1 SPANXN5 TBX3 TGIF2-RAB5IF TSHR TSLP TSNARE1 TTF2 URI1 ZFPM2 ZNF655 MIR4516 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4516 AAK1 AASDH ABHD16A ABL2 ACSL1 ADAM12 ADARB2 ADCK1 AHCYL2 AK6 AKAP13 ALDH16A1 AMER1 ANKFY1 ANKRD40 ANKRD52 ANKS1A AP1G1 AP3D1 APOC4 AQP1 ARHGEF4 ASB11 ASB5 ASCC1 ASH1L ASTN1 ATXN1L AWAT2 BACH1 BLTP3A BNC2 BORCS7 BTK BTN2A1 C1orf216 C2CD6 CCBE1 CCDC9B CD276 CD300E CDC20B CDH7 CDK2AP2 CDK6 CECR2 CELF5 CEP250 CEP41 CEP85 CFAP141 CHD4 CHPF CHST10 CILP2 CLCN6 CLTCL1 CLVS2 CMTM4 CORO2B CPLX4 CPM CREB1 CREB5 CSNK2A1 CUX1 CYB561A3 CYSLTR2 DAZ1 DAZ3 DAZL DCX DDX6 DICER1 DNMT3B DOCK3 DOK3 DSCAML1 DUOXA1 EBF1 EFCAB11 EGR3 EIF3J EIF4B EIF4E ELF2 ELOVL3 ELOVL5 EN2 ENTPD7 ERBB4 EXOSC3 F9 FAAP20 FAM131B FAM135B FANCL FAR2 FBN1 FBXO21 FBXO28 FBXO32 FBXO46 FBXW7 FCGR1BP FCHSD2 FMNL3 FN1 FNBP4 FNDC5 FOXD2 FSTL4 FUCA1 GALP GARIN2 GAS7 GIPC2 GJB6 GLRX GNB4 GOLGA1 GPATCH2L GPD1 GRM6 GYPE HBS1L HCFC1 HNF4A HOXA3 HOXA4 IDH1 ILDR2 ING3 ING4 INTS6 ITGA9 JPH4 KCND1 KIAA1522 KIRREL1 KLF8 KLHDC8A KLHL13 KLHL42 KMT2D KSR2 LCE1B LCT LINC02907 LINC03040 LONRF2 LPP LPXN LRP4 LRRC27 LRRC8B LYPD6 MAB21L4 MAF MAN1A2 MAP2 MAP3K9 MECP2 METTL8 MLLT3 MOBP MOSMO MS4A10 MS4A2 MSN MTMR7 MUC3A MYRF NCOA4 NECAP1 NFIC NHSL1 NKAIN1 NT5C1B-RDH14 NTRK2 OPCML OPRM1 OR2H1 OTULIN OTX1 PABIR2 PAFAH2 PAK1 PALM2AKAP2 PAPOLB PAX5 PDE1C PDE4A PER1 PGAP4 PHACTR4 PHF24 PHF8 PHLPP2 PIK3CB PIM2 PLAGL2 PLAT PLEKHG2 PPIL2 PPP3R1 PRDM11 PREPL PRKCB PROM2 PRPF4B PRR27 PTPN14 QTRT2 R3HDM2 RAB10 RANBP6 RAP1A RASAL2 RASL10B RECQL5 REL RFX1 RHO RIMS3 RIMS4 RLIM RNF10 RNF19A RPS24 RRP1B RSPO3 RSPO4 RTL4 SAR1A SASH1 SCAMP1 SCGB2B2 SCN3B SCN8A SDK2 SEMA4G SEPTIN6 SET SHF SIAH3 SLC16A7 SLC17A8 SLC25A21 SLC26A10P SLC2A10 SLC36A1 SLC38A1 SLC46A1 SLC4A5 SLC7A6 SMG7 SNTB2 SNX27 SOGA1 SP1 SPATA33 SPCS3 SPG7 SPRY4 SRL SSBP2 ST6GAL1 STAU2 STK32C STUM SVBP SYN1 SYNPO2L TAFAZZIN TAS2R14 TBC1D13 TBC1D25 TBC1D7 TBL1XR1 TCF12 TFAP2B THUMPD2 TMCC2 TMEM127 TMEM178B TMEM214 TNFRSF21 TNNI1 TNRC6B TOX3 TP53I11 TRIM46 TRIM66 TRPM7 TSPEAR TTC22 TXNRD1 UBXN2B USP18 VAMP1 VPS26B VPS29 WDTC1 YWHAE ZBTB2 ZBTB20 ZBTB39 ZC4H2 ZDHHC7 ZFAND4 ZFAND5 ZFP3 ZKSCAN2 ZKSCAN8 ZMAT3 ZNF133 ZNF22 ZNF646 ZNF652 ZSCAN16 MIR4517 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4517 ABCC12 ACSL3 ADAM22 ADD3 ADGRV1 AFTPH ALX1 ANKRD10 ANKRD20A1 ANKRD20A2P ANKRD20A3P ANKRD20A4P ANO6 ASIC2 ATF7IP2 ATL3 ATXN7L3B BCCIP BET1 BMPR2 BOLL BRIP1 C11orf58 C9orf72 CAB39 CDC5L CDH9 CEP43 CISD2 CLCN3 CLCN4 CNRIP1 CNTN3 COL19A1 CPEB1 CPEB2 CPSF6 CREBBP CSMD1 CSNK1G3 CSRNP3 CTSE DACH1 DARS1 DAZAP2 DCK DDX3X DENND4C DGKH DIP2B DLEU7 DLX1 DNAAF4 DR1 DRAM2 EFHD1 ELF1 ELMO1 ENTHD1 ENTPD1 EPAS1 FABP2 FAM200C FASTKD2 FCRL1 FLI1 FMO5 FMR1 FOXD4L3 FOXD4L6 FRMD4B FRMD6 FUT9 GABPA GABRA3 GALNT6 GATA3 GATAD1 GLRA3 GMDS GNA11 GNG2 HDGFL3 HIVEP1 HNMT IFNA2 KCNT2 KITLG KLHDC1 KMT2C LIN7A LPP LRP12 LRP2 LRRC19 LYRM7 LYSMD3 MAEL MAP3K2 MAP4K3 MARCHF5 MICU3 MON2 MPDZ MPP7 MRPL50 MS4A12 MTA1 MYNN N4BP2 NAF1 NCKAP1L NDUFB4 NETO1 NFAT5 NFYB NODAL NOVA1 NPY2R OOSP2 OR2A4 OSBPL11 OSMR OTC PABPC5 PALLD PAPPA PARD3B PCDH10 PDCL PDE3A PDS5A PDZRN4 PGBD2 PHC3 PHF2 PHF8 PIGN PLAUR PLD5 PLSCR1 PPP1R3A PPP1R3C PREPL PRPF40A PRRG4 PTPN4 PTRHD1 PUS7L PYGO1 QKI RAB3C RAB3IP RANBP3 RAP1A RAP1GDS1 RASEF RASGRP1 RB1CC1 RBM41 RNF38 RPRD1B RSBN1L RSF1 S100A7A SEM1 SEMA5A SENP3 SERPINB8 SGIP1 SIX1 SLC10A2 SLC25A25 SLC36A3 SLC7A11 SLC9A1 SNRPG SNX12 SRSF10 SRSF12 SSH3 SSX2IP ST6GALNAC5 STEAP2 STON2 TCEAL6 TCERG1L TENM1 TGFBRAP1 TLCD3A TMEM267 TMEM38B TNPO1 TRAPPC10 TRIM33 TRIM58 TRMT12 TUBB TUBE1 TWF1 UBE2H UGT2A3 USP46 VAMP4 VPS37A VSIG1 WDR47 XRN1 YAE1 ZFP36L1 ZFY ZNF281 ZNF384 ZNF415 ZNF681 ZNF770 ZNF827 ZNF850 ZNHIT6 ZSWIM3 ZXDA MIR4518 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4518 ADGRF2 AFG1L AMER1 ANAPC11 APTX ARHGEF40 ARID1A ASB7 ASTN1 BPIFB2 BTBD7 BTN2A2 C10orf105 CAPZB CCDC15 CDCA8 CFAP53 CLIP3 CS CSRNP1 DCLRE1C DDX42 DIAPH1 DPYSL3 E2F7 EPB41L5 ERGIC2 FAM168A FRMPD1 GALNT12 GIPC3 GPSM3 GPX3 INSYN2B IP6K2 KCNB1 KCNK10 KIF18A KLHL12 LHX6 LILRB4 LINC03040 LRRC10B LRRC20 LZTS1 MAPRE1 MATR3 MINDY1 MITF MKRN1 MYO18A NAA20 NCOR1 NKD1 NR2C2AP NTMT1 OAS1 OLIG2 PAK1IP1 PBX1 PHF13 PI4KB PKLR PRIMA1 PRMT5 PROM2 PRORP PRX PSIP1 SLC13A3 SLC25A36 SLC25A44 SLC2A1 SLC35C1 STARD13 SV2B SYNPO2 TENT4A TET3 TGFA THRB TMEM101 TMEM201 TRIP13 TSGA10 TTPAL WAPL WDR33 WIPF1 ZKSCAN1 ZNF732 ZXDC MIR4519 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4519 ADGRV1 AHSA2P ANXA4 ASXL1 BIRC6 C17orf80 C2orf69 C2orf73 CCDC82 CLOCK CNOT6 CSMD3 CTTNBP2NL DCLRE1C DCX DNM3 E2F7 ELL2 EXOC6B FAM161A FAM172A FGR FLOT1 GABRA2 GGA3 GHITM GPR158 GRTP1 GUCY1A1 HAS2 HNMT ITPK1 KANSL1L KDM2B KIAA0232 KRAS KRT39 LEF1 LGALSL LIPT2 LPAR3 MAP3K2 MFAP1 MOSPD1 MSL3 MTSS2 MXD3 NKAIN2 NRG3 NUP43 PAK5 PAQR3 PIMREG PRKAB2 RAB14 RAPH1 RIOX1 ROBO1 SCN1A SESN3 SHISA7 SLC25A30 SLC26A9 SLC38A1 SNAP91 SOSTDC1 STAU1 TBP TJP1 TM4SF1 TMEM185B TMEM265 TMOD3 TNPO1 TRIM33 TRMT61B UBE2D1 UBE2D3 UBE2L3 UBR5 UBTD2 WDR20 WDR37 WIPF1 MIR451A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR451A CDKN2D CUX2 CXCL16 OSR1 PSMB8 ST8SIA4 TRGC1 MIR451B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR451B AAK1 ABCC5 ACAP2 ACYP2 ADAMTS18 ADAMTS2 ADCY3 AEBP2 AGO1 AGO4 ALAS1 ALS2 ANKRD62 AQP9 ARHGAP18 ARL1 ASB4 BACE1 BACH2 C9orf72 CADPS CADPS2 CALB1 CASK CCDC152 CD207 CHFR CILP CLCN4 CUL3 CUX1 CYRIB DAB2 DCBLD2 DHFR DHFR2 DNER DOCK5 DSTN DYNAP EED EFCAB3 ELAVL4 ENC1 ENKUR ENTPD1 EPG5 ERBIN FAF2 FAM131B FAM172A FBLN5 FBXO32 FEZ2 FKBP1B FNTA FOXQ1 FZD7 GABPB1 GABRG3 GCNT2 GPATCH2L GRIA3 HECW2 HERC3 INSM1 IRS2 JADE1 JOSD1 JRK KCNJ10 KCNMB3 KIAA0232 KIF11 KITLG KLRD1 KPNA3 KREMEN1 LEMD3 LGR4 LMO3 LRRN4CL LSM4 M6PR MED13 MGP MRTFB MYCBP2 NELL1 NETO1 NEXMIF NPTX1 NSMCE3 ONECUT2 OPRK1 OPRPN PABPC1 PACSIN2 PCSK5 PCYT1B PDE1C PGAP1 PGPEP1 PLS3 POM121 PPP3R1 PRKAR2A PRKCE PROS1 PRPF18 PRRT1 PRUNE2 PTGER2 PTPRR RAB10 RHOA RHPN2 RNF168 RNGTT RPE SAMSN1 SERPINB9 SGPP2 SH3GL2 SHC4 SIAH2 SKIC3 SLC37A2 SP2 SPTSSA SRI SRSF1 STK35 STXBP6 SYNM SYTL4 TACC2 TBC1D7 TBC1D9 TBL1XR1 TDRD15 TENT5A TESMIN TLK2 TMEM229B TMEM74 TNFAIP8 TOX3 TRIM3 TRPS1 TTC33 TVP23B TVP23C UNC79 UXS1 VAPA VEGFA VPS13C WAPL WLS YIPF3 ZFHX3 ZMPSTE24 ZNF106 ZNF250 ZNF518A ZNF805 ZNRF2 ZXDC MIR4520_2_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4520_2_3P ACE2 ACSL5 ADAMTS13 AGO4 AHCYL1 ANKRD29 ATCAY ATP2A2 BNC2 CALHM5 CCDC80 CD163L1 CEBPB CLEC4F CLINT1 CNR1 CREB5 CYSTM1 DAB2 DMRTC2 DOCK5 DUSP19 EEF2 ELAVL1 ERBB4 ETF1 FAM167A FAM83B FBXW7 FYB2 GATA6 GDA GLCCI1 GPT2 GRP GUCY1A2 HCAR1 HS2ST1 IGSF10 IQCH ITGB1BP2 KAT6B KCNB1 KCNJ15 KCNK10 KIF2B KLF9 KRTAP4-12 LDAH LPIN2 MBD5 MGAT2 MMD2 MSRB2 MYOCD NAPB NBPF1 NBPF11 NBPF12 NBPF14 NBPF15 NBPF20 NBPF3 NBPF8 NBPF9 NECAB1 NEDD4L NFE2L3 NFIB NPLOC4 NPM1 NSF ONECUT2 ORC5 PCDH17 PDGFRA PI4K2B PIGA PIWIL1 PPM1B PPP4R1 PRSS55 RAP1GDS1 RGS6 RO60 RPS6KB1 SART3 SCAPER SEC11C SERPINB3 SFR1 SH3D19 SH3PXD2A SIGLEC6 SIKE1 SIRT3 SLC25A27 SLC35E2A SLC35E2B SMG1 SMPD3 SPTLC3 STYXL1 SUDS3 TBC1D16 TBX3 THSD7A TMEM64 TMEM74 TNK1 TNS1 TXNRD1 UBE2F USP49 WDR89 WEE2 WNK1 XPO4 YARS2 ZBTB34 ZBTB41 ZBTB8B ZCCHC2 ZFP41 ZNF577 ZNF652 MIR4520_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4520_3P A1CF AAK1 ABAT ASCL1 ASPN ATF7IP2 BBOF1 BCL2L1 BHMT2 BMPR2 C1orf52 C21orf91 CCNL2 CD46 CDCA7L CDCP1 CDK6 CLINT1 COL4A1 DIXDC1 ELAVL1 EVPL FBXW7 GIGYF2 GLG1 GRB2 GSPT2 H2BC21 HBB HNRNPDL HS6ST2 HSPH1 IPMK ITGAD KCNQ3 KCNS2 KIF2B KISS1R LGALSL LRP6 MAST4 MECP2 MMD2 MYOCD NEDD4L NFIB OGA OSBPL11 PALLD PAPOLG PCDH17 PCDHB7 PGBD5 PGK2 PGR PIM3 PITPNM3 PLEKHA8 POLR2C PPP1R12B PPP1R3D PRSS55 PSMA3 PSMA4 PTPN5 RAB10 RAPH1 RHEB SCN1A SIGLEC6 SLC25A15 SLC38A2 SMPD3 SORCS1 SOX3 SPIN3 SPOPL TBC1D16 TENM2 TGS1 TNS1 TP73 TRIM41 TTC19 USP32 USP49 USP6 VIPAS39 WWC3 ZBTB34 ZEB2 MIR4520_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4520_5P CD36 CREB3 FGFRL1 KBTBD11 LRRFIP1 MLST8 MIR4521 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4521 AAK1 ABR ACAA2 ARG1 ATG3 ATXN1 ATXN1L BCL11A CDC37L1 CDYL2 CELF6 CENPF CETN1 CNIH4 COPA CPNE4 CPSF6 DENND1B DLGAP5 DMGDH DMRT1 DOCK5 EDARADD EIF2AK3 ENO1 FAM234B FBXO28 FIZ1 FOXM1 FSD1L GABARAPL2 HIPK2 HSPA12A KCNAB3 KCTD15 KIT KLF5 KLF6 KLHL42 LMLN LRRC19 MBNL1 MSR1 MUC3A NCOA2 NEDD4L NETO2 PABPC5 PGM2 PPP1R16B PROSER2 PTBP3 RAVER2 RNF141 RRAS2 SH2D4B SRGAP1 TAF5L TENM1 TRABD TTC39A UBE2C UGT3A1 VPS13C WAPL WWOX ZBTB18 ZEB2 ZFYVE1 ZMYM4 ZNF22-AS1 ZNF609 ZNRF3 MIR4522 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4522 ADAM29 ADAMTS17 ANKH APOBEC3B ARHGEF12 CAMK1D CCDC149 CCDC62 CCNT2 CHRD CNR1 CRPPA DEPTOR DMXL1 DROSHA DRP2 ERBIN EXOC2 FCGR2A FGFBP3 FREM1 G2E3 GBP6 GPSM2 GSE1 HEY2 HLA-DPB1 HRH4 HS3ST5 JADE1 LINC02898 MASP1 MBD3 MICAL2 MMP16 MTFR1L MTMR7 MYO5A NECTIN4 NHLRC3 PNLIPRP3 PPP1R12B PPP1R3B RBM24 RUFY3 SCML4 SLC10A7 SLC35E4 SLC35G3 SOBP SPECC1 SYTL4 UPF2 USP49 VPS13D WDR5 ZC3H12A ZZZ3 MIR4524A_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4524A_3P AAK1 ABHD18 ACE2 ACSL3 ADAMTS2 ADH1B ADH7 ADM ADPRM AFDN AMOTL1 ANAPC16 AP1AR APC ARHGDIA ARHGEF39 ARID1A ARL4C ASH1L ASH2L ASTN2 ASXL1 ATP6V0D2 AWAT1 BCL11A BORA BRSK2 BSN C14orf132 C1GALT1 C3orf70 CA13 CALCRL CASK CASP14 CCDC15 CCDC32 CCDC50 CCDC97 CD93 CDH10 CDIN1 CFLAR CHSY1 CIP2A CLASP2 CLCN5 CNOT6L CPM CRYZ CSMD2 CXCL11 CXCL12 DCAF11 DCK DDOST DERL2 DGKI DHX15 DMRTC1 DMRTC1B DNPEP DSC2 DUXA DYDC2 DYNC1I1 EBF3 EEF2K EML4 ENGASE ENSG00000255537 EPB41L1 ERC1 EYA3 FAM72C FAM72D FCAMR FKBP14 GALNT10 GDAP1L1 GLTP GNG7 GPC4 GPM6B GPR158 GPR65 GTPBP1 HECTD2 HEPACAM HERC5 HHEX HLA-A HLA-B HLA-C ICA1L IKZF3 INO80D INSM2 IPO7 JMJD1C KCNJ6 KCTD10 KDSR KIN KLHL26 KRT73 LAT2 LAX1 LDLRAD1 LENG8 LGALS3 LIN52 LINGO2 LPAR1 LPAR3 LPL LYPLA2 MAP1A MAP3K11 MBNL1 MCPH1 MDH1B MDM4 MFAP3 MFF MGRN1 MPZL2 MRGPRX2 MSN MSR1 MYO18A NALF1 NDRG4 NDUFA2 NEUROG2 NFATC4 NFIB NLGN1 NME6 NR1D1 NTS OLA1 ORAI2 OTULIN PDE6A PICALM PIP4K2C PLEKHM3 PLXNA2 PNISR PPBP PRNP PRSS16 PTPN22 RAB3B RASGRP1 RIMBP2 RNF114 RPL7L1 RUNX1T1 S100A7A S1PR1 SBDS SEL1L SERAC1 SFXN4 SGPP2 SLC12A3 SLC24A2 SLC35D1 SLC39A3 SLC5A3 SNAP29 SOGA1 SPAG9 SPOCK1 SPRED2 SQSTM1 SRGAP2B SRRM4 SRXN1 STIM1 STIP1 STK40 STOX2 STX6 SUSD5 SYNRG SYT6 TBC1D10B TBX10 TEF TGS1 TMEM132E-DT TNFSF8 TNRC6B TOP2B TOR1B TPCN2 TRAF6 TRAPPC2 TRIM5 TRPV3 TTC19 TUT4 TVP23B UBE2S UBL4A USF3 VAPB VSTM4 WAS XRN1 YPEL2 YWHAG ZC3H13 ZC4H2 ZDHHC22 ZDHHC3 ZDHHC9 ZMYM3 ZNF34 ZNF562 ZNF614 ZNF621 ZNF623 ZNF630 ZNF662 ZNF706 ZNF711 ZNF844 ZNRF2 MIR4524A_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4524A_5P AAK1 ACSL4 ACTR2 ACVR2A ADAMTS3 AK4 AKT3 ALDH1A3 ANKS1A ARHGAP20 ARHGAP32 ARL2 ARMH4 ASH1L ATP7A ATXN2 BCAP29 BMPR1A BTAF1 BTRC C12orf76 C1orf21 CACNA1E CACUL1 CAPZA2 CBFA2T3 CBX2 CBX4 CCDC6 CCDC83 CCND1 CCND2 CCNE1 CCNJ CD2AP CDC14A CDC27 CDC37L1 CDCA4 CDHR1 CDK17 CDK5R1 CDK8 CFAP45 CHAC1 CMC4 CMPK1 CPEB2 CPEB3 CREB5 CREBRF CYP26B1 CYP2S1 DCLK1 DENND1B DEPDC4 DESI1 DMTF1 DNAJA2 DRAM1 DYNC1LI2 EFCAB5 ELL2 EMC4 EPHA7 EPHB2 FAM81A FBXW7 FCHSD2 FGF2 FGF7 FRY G2E3 GABRA2 GALNT13 GAREM1 GATA2 GHR GLCE GNAI3 GOLGA1 GPR63 GSTCD HECTD1 HECTD4 HMGA2 HSPA8 IFT74 IKBKB IPO7 ISLR KANK1 KCNJ2 KCNN4 KCNQ5 KDSR KIF21A KIF23 KIF2A KIF5C KLHL2 LAMP3 LIMS3 LIMS4 LRRK1 MAP2K1 MAP3K7 MAPK8 MED26 MEOX2 MGAT4A MOB3B MOB4 MOV10 MPDZ MTAP MYB MYRIP N4BP1 NAA15 NAV1 NDP NFE2L1 NHLRC2 NOS1 NPTN NRN1 NSD2 NUP50 OCRL OMG OOEP ORMDL1 PABIR1 PACRG PAFAH1B1 PAM PAPPA PARD6B PDZD8 PIP4P2 PLAG1 PLEKHA1 PNPLA6 PNRC2 PPP1R11 PPP2R1B PPP2R5C PRDM4 PROX1 PTCD3 PTH PTPN3 PTPN4 PTPRD PTPRR PURG QKI RAB11FIP2 RASGEF1B RECK RFX3 RICTOR RIMKLB RNF144B RPS6KA6 RREB1 RUNDC3B SALL1 SALL3 SEC24A SEC24C SEL1L3 SEMA3D SEMA6D SESN1 SIRT4 SLC11A2 SLC12A2 SLC20A2 SLC24A3 SLC25A37 SLC2A14 SLC2A3 SLC30A8 SLC35G1 SLIT2 SMAD7 SMURF1 SMURF2 SOCS6 SPRED1 SREK1 SRPRA ST8SIA3 STK33 STOX2 STXBP5 SYDE2 TAOK1 TBL1XR1 TENM2 TLK1 TMC7 TMCC1 TMEM100 TMEM183A TMEM245 TMEM74B TNFSF13B TNRC6B TOX3 TSPYL2 UBE4B UBN2 UBQLNL UBR3 UHMK1 UNC13A UNC80 USP12 USP25 USP31 VEGFA VPS33B VSX1 WEE1 WIPI2 YTHDC1 ZBTB39 ZBTB44 ZBTB46 ZC3H13 ZFHX3 ZFHX4 ZMAT3 ZNF367 ZNF622 ZNF697 ZNRF3 MIR4524B_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4524B_3P ABCG2 ACSL5 ADCY2 ADCY6 AMPD3 ARHGAP12 ATP5F1E ATXN7L3 CAMSAP1 CCDC6 CHSY1 CNTNAP5 COLQ COPRS CTSK DENND1B DPP3 ERP27 FAM110B FARP1 FIGN FIGNL2 FLOT2 FOXRED2 GASK1B GNAL GPR139 HMG20A HS3ST5 HYCC2 IBA57 IDH3A IGF2BP3 KAT6A KHDRBS2 LPAR3 LSM11 MARCHF9 MECP2 MEF2A MMS22L MRFAP1 MYF6 NCOR2 NSL1 PDE11A PIP5K1A PLEKHF2 PROX2 PRRG3 PTPRB RAB10 RAB6B REPS1 RGS8 RTN4 SERPINE2 SERPINI2 SF3B3 SH3RF1 SHISA9 SLITRK4 SPTY2D1 TMEM242 TOX TP53AIP1 UBN2 YWHAB ZC3H18 ZC3HAV1L ZNF80 ZNRF3 MIR4524B_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4524B_5P AAK1 ACSL4 ACTR2 ACVR2A ADAMTS3 AK4 AKT3 ALDH1A3 ANKS1A ARHGAP20 ARHGAP32 ARL2 ARMH4 ASH1L ATP7A ATXN2 BCAP29 BMPR1A BTAF1 BTRC C12orf76 C1orf21 CACNA1E CACUL1 CAPZA2 CBFA2T3 CBX2 CBX4 CCDC6 CCDC83 CCND1 CCND2 CCNE1 CCNJ CD2AP CDC14A CDC27 CDC37L1 CDCA4 CDHR1 CDK17 CDK5R1 CDK8 CFAP45 CHAC1 CMC4 CMPK1 CPEB2 CPEB3 CREB5 CREBRF CYP26B1 CYP2S1 DCLK1 DENND1B DEPDC4 DESI1 DMTF1 DNAJA2 DRAM1 DYNC1LI2 EFCAB5 ELL2 EMC4 EPHA7 EPHB2 FAM81A FBXW7 FCHSD2 FGF2 FGF7 FRY G2E3 GABRA2 GALNT13 GAREM1 GATA2 GHR GLCE GNAI3 GOLGA1 GPR63 GSTCD HECTD1 HECTD4 HMGA2 HSPA8 IFT74 IKBKB IPO7 ISLR KANK1 KCNJ2 KCNN4 KCNQ5 KDSR KIF21A KIF23 KIF2A KIF5C KLHL2 LAMP3 LIMS3 LIMS4 LRRK1 MAP2K1 MAP3K7 MAPK8 MED26 MEOX2 MGAT4A MOB3B MOB4 MOV10 MPDZ MTAP MYB MYRIP N4BP1 NAA15 NAV1 NDP NFE2L1 NHLRC2 NOS1 NPTN NRN1 NSD2 NUP50 OCRL OMG OOEP ORMDL1 PABIR1 PACRG PAFAH1B1 PAM PAPPA PARD6B PDZD8 PIP4P2 PLAG1 PLEKHA1 PNPLA6 PNRC2 PPP1R11 PPP2R1B PPP2R5C PRDM4 PROX1 PTCD3 PTH PTPN3 PTPN4 PTPRD PTPRR PURG QKI RAB11FIP2 RASGEF1B RECK RFX3 RICTOR RIMKLB RNF144B RPS6KA6 RREB1 RUNDC3B SALL1 SALL3 SEC24A SEC24C SEL1L3 SEMA3D SEMA6D SESN1 SIRT4 SLC11A2 SLC12A2 SLC20A2 SLC24A3 SLC25A37 SLC2A14 SLC2A3 SLC30A8 SLC35G1 SLIT2 SMAD7 SMURF1 SMURF2 SOCS6 SPRED1 SREK1 SRPRA ST8SIA3 STK33 STOX2 STXBP5 SYDE2 TAOK1 TBL1XR1 TENM2 TLK1 TMC7 TMCC1 TMEM100 TMEM183A TMEM245 TMEM74B TNFSF13B TNRC6B TOX3 TSPYL2 UBE4B UBN2 UBQLNL UBR3 UHMK1 UNC13A UNC80 USP12 USP25 USP31 VEGFA VPS33B VSX1 WEE1 WIPI2 YTHDC1 ZBTB39 ZBTB44 ZBTB46 ZC3H13 ZFHX3 ZFHX4 ZMAT3 ZNF367 ZNF622 ZNF697 ZNRF3 MIR4525 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4525 ACTB ARHGEF10 ARL5B CASTOR2 CDK18 CNTNAP1 COPG1 DSG3 ELOA ENTPD2 FILIP1L GUCA1B INAVA KDELR3 LPGAT1 MECP2 MPZ MSS51 NABP1 NAPA NAPG NCAN NFASC NFIX PPP2R2D PPT2 PVALB RDX RFX3 RNF125 RNLS SHISA7 SHISAL1 SLC6A17 STC1 STIM2 WNT7B MIR4526 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4526 ABHD13 ACVR2A ADAM10 AFAP1L1 AKTIP AMZ1 ANKRA2 AP3B1 ATP5MC3 BEX5 BICD1 BICD2 C11orf24 C12orf60 C16orf87 CACNB2 CEMIP CERS6 CHGB CPEB2 CSF2RB CYTH3 DEK DNALI1 ELK1 ELOVL6 EPHA2 ERBB4 FAM104B FBXL20 FBXO33 FCHSD1 FNBP1L FOXJ2 FZD7 GLUD1 GRM5 HOXC8 JAG2 LATS2 LRAT LRP12 LUZP1 MAD2L2 MAGEB6 MAP3K7CL MAZ MBOAT1 MKRN1 MLXIP MPRIP MRS2 NFKBIZ NFYB NUFIP2 PCMTD1 PDE6H PEAK1 PLEKHA8 PPP2CA PPP2R2D PRKD1 PROM2 RAB11A RAD51 RAD51B RAP1A RASL10B RBPMS2 RFX4 RGS7BP RNF2 RSPO4 SEC24B SLAIN2 SLC25A44 SLC35F5 SMAD1 SNX12 SOCS5 SOX4 SSR3 ST7 SUSD6 TECTB TFDP2 TGFBR1 THUMPD2 TMTC2 TNFRSF11B TP53INP1 TRAF3 TRPS1 TUBB3 UNC5C USP15 VTI1A ZC2HC1A ZNF202 ZNF333 ZNF426 MIR4527 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4527 AAK1 ACSL1 ADAMTS19 AGO2 ARHGAP17 ATP6V0B BEND3 CCDC25 CFL1 CXCL12 DDI2 DNAJC6 DNAL1 DPH5 EPHB4 ESR2 ETV6 EVC EXOC6 FSTL4 FXR1 GABRE GLUD1 HSDL2 ID4 ILRUN IPO9 LCNL1 LILRB4 MAX MYO15A NAV3 NCALD NDRG1 NEDD9 NFASC NR2F2 ONECUT2 OPRK1 PDPK1 PDPR PIP5KL1 PRKX RAB30 RAPGEF1 RPA1 SAMD12 SEC24A SETD3 SGO1 SLITRK3 SLX4IP SPIN1 SPTBN1 SUPT7L TDRD6 TENT2 THRB TLN1 TMEM199 TNRC6B TRNP1 TUBB4A UBE2Z UCMA ZNF266 ZNF609 ZNF93 ZNRF3 MIR4528 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4528 AAK1 ABCA10 ABHD3 ABTB3 ACSL6 AGMO AKAP6 AKR1D1 ALG9 AMZ1 ANGEL2 ANKIB1 ANKRD13C ANKRD6 ANP32E ASCC3 BCLAF3 BIVM BLTP1 C5orf24 CAMK1D CAV2 CCDC179 CCL2 CCSER1 CDCA2 CDH5 CERT1 CFL2 CHEK1 CHST9 CHUK CLDN8 CMYA5 CNBP COPS8 CR1 CREB1 CRIM1 CUL2 CUL3 DBR1 DCDC2 DDX59 DENND4C EGR3 EIF5 EIF5A2 EML1 EPDR1 ERF EYS FBXO30 FH FKBP14 FLRT2 FOXR2 FUT9 GATA6 GCNT1 GFM2 GIMAP2 GJA3 GK GK2 GLYATL3 GMPR GNPNAT1 GNRHR GOSR1 GPATCH2L GPCPD1 GTF3C4 GTPBP10 GYPA HACE1 HBS1L HDAC9 HHEX HNRNPH3 HOXA9 HOXD8 IBSP ICE1 IFT27 IGF2BP3 IL36G IQCA1 IQCH IRAK1BP1 IRAK3 IRX2 KALRN KCNK1 KCTD1 KLHDC1 KLHL2 KRT10-AS1 LBR LGSN LIN7C LIPG LPP LRP5L LRRC3B LYPLAL1 MAP2 MAP3K2 MAP3K7 MAP9 MAT2A MDM2 ME1 MEIOC MGST1 MITD1 MLF1 MSR1 NAMPT NECTIN3 NF1 NR2F1 NRBF2 ODR4 OPRM1 ORMDL1 PALM2AKAP2 PAPSS2 PAX3 PAX6 PBRM1 PCDH15 PDE12 PDP2 PEX3 PGR PHC3 PHF3 PMAIP1 PPIL3 PPP2R5A PPP4R4 PRDM13 PRDM16 PRH2 PTPN4 PUM1 RAP1A RAP2C RBBP6 RBM17 RBMS1 RFX7 RPS6KA6 RREB1 RTKN2 SCAI SCAPER SEC24B SGCB SLC30A4 SLC37A3 SLC38A2 SLC39A12 SLC52A1 SLITRK4 SNAPC3 SPHKAP SRGN STARD4 TACC1 TAS2R14 TENM3 TEX12 TGFB2 TMED7-TICAM2 TMEM123 TMEM168 TMEM184C TMEM237 TMEM50B TMPRSS12 TNKS2 TNRC6A TRDN TRIM6 TSC22D2 TSNAX TVP23C TWSG1 UBA3 UBE2B UBE2H UBN2 USP14 VPS11 VPS26A WDR35 WDR72 WNT11 YTHDF3 ZBTB38 ZFAND4 ZFP2 ZFYVE28 ZHX1 ZMYM2 ZNF16 ZNF215 ZNF26 ZNF28 ZNF354B ZNF37A ZNF506 ZNF518B ZNF546 ZNF571 ZNF608 MIR4529_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4529_3P ANKRD34B ANTXR1 BEND4 BNIP2 C9 CCL16 CDKL3 CHST3 CLCN4 CYP11B1 DAAM1 DCAF4L2 EN2 FSTL5 GALC HLF IL17RD ITPR1 KCNJ3 KCNK10 KCNK15 KCNT2 LIX1 MBD5 MFSD4A ONECUT1 OPRM1 PALMD PDCD6IP PDZRN3 PHF21A PIK3CA PLB1 PPM1E PRPF18 RAB2B RAP1B RB1 RFTN2 TBKBP1 TSR1 UGDH USP9Y WDR20 ZBTB21 ZSCAN16 MIR4529_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4529_5P ABLIM2 ADAM12 AFF1 BCAS1 C1QTNF3 CAMK1D CIT CNNM3 CPEB2 CSDE1 CTBP2 DIO1 DNAH2 DNAJC14 ENSG00000266560 EPHA3 IBTK KIRREL2 LAMC1 LDB3 LRP1 MAGEA5P MAN1A2 MARCKS MARCKSL1 MEX3C MR1 NEDD9 OGG1 OSBPL2 PIK3CA PLIN1 PTGFRN PUDP RANBP10 RBMS3 RHOA RPS6KA3 RPS6KB1 RRAS2 SHISA9 SLC2A12 SS18L1 STX4 TASOR TIRAP TRIM9 TSPAN9 UNC119B ZNF451 ZNF597 MIR452_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR452_3P ABCA5 AKAP5 AKIRIN2 AMACR AMER1 ANKDD1B ANKRD33B ANKS6 ARID2 ARL15 ASPH ATE1 ATF7IP ATP6V1G3 ATRN BAG4 BEX3 BIK BTLA C5orf24 CBLL1 CBR1 CCSER1 CCSER2 CDK6 CEP57 CHMP4B CHN1 CLMN CNEP1R1 CYP4F2 CYP4F3 DDHD1 DMD DNAJC6 EFNB2 EIF3D ELOA EPG5 ERLIN2 FAXC FBLN1 FBXO39 FHIP1B FKTN FMN1 FZD3 GALK2 GFRA2 GJA3 GPR34 GRHL1 GVQW3 ITGA9 KCNG3 KCNH7 KIF13A LEPR LIFR LRP1B LRP2 MAT2B MME MXI1 MYDGF NAALADL2 NCMAP NCOA2 NLGN1 NRG1 NT5E OPRL1 OSBPL9 OSTM1 PAK1 PANK1 PBRM1 PCDH12 PCF11 PELI1 PFN2 PLOD2 PPFIA1 PPP2R2D PRLR PRRC2C RAB1B RAB5IF RGS21 RUNX1T1 SALL3 SASH3 SCYL2 SELENOK SEPTIN4 SERPINB8 SETD9 SEZ6L SIPA1L2 SLC1A3 SLC30A4 SLC38A2 SLC66A1L SOCS6 SP4 SRSF1 SSB STRAP STRIP2 STXBP1 SUGCT SULF1 SYNDIG1 TBC1D28 TBK1 TCEANC2 TGIF2-RAB5IF TMEM106B TMEM263 TMEM67 TNF TRIO TTLL3 UBASH3B WTAP ZFHX3 ZMIZ1 ZNF704 ZNF830 ZNHIT3 ZWINT MIR452_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR452_5P ADAM22 ADD3 AFF4 AGMO AKAP5 ALG2 ANAPC4 ANK2 ANKRD17 ANKRD27 ANKS1B APBA3 ARF4 ARHGEF10 ARIH1 ARMC10 ASCC1 AVL9 BBX BDP1 BECN1 BICD2 BRDT BROX BZW1 C14orf93 C3orf70 C5orf24 CACNA2D1 CAPN7 CASD1 CCL23 CCNO CCNT2 CD1E CDK17 CDKN1B CEP350 CHD2 CNOT11 CNPPD1 CNTN3 COLEC12 COMMD9 CREB5 CRKL CTCFL CTTNBP2 DACT1 DCLK1 DISC1 DISP2 DNAI7 DPY19L1 DR1 DSG3 DYRK1A ELAPOR2 ELAVL4 EMC8 ENSG00000274333 ENSG00000276077 ENSG00000277067 EPS8 ERC2 ERI2 ESS2 EXOC4 EXOSC3 FAM120A2P FAM8A1 FGD4 FILIP1L FSD1L GABPA GALNS GAN GARNL3 GIN1 GJA1 GNPTG GPR173 GPR75 GRM3 GSDME GUF1 HAT1 HMGB3 HOMEZ HORMAD1 HP1BP3 HS3ST3B1 IGIP IMMP2L INKA2 INTS8 JADE1 KBTBD3 KCNH5 KCNK2 KCTD15 LAMC1 LCP2 LEF1 LIFR LIG4 LOC102724701 LRP1B LXN MAP3K20 MAPRE1 MBOAT2 MKLN1 MRPS23 MTMR6 MZF1 NAP1L5 NCOA7 NDST3 NFE2L3 NFIB NKX6-3 NOC3L NPEPPS NPHP1 OIT3 PACSIN2 PAN3 PAQR9 PCGF3 PDE10A PGM2L1 PHF6 PIGK PIP4P2 PKN2 PLAG1 PLPP6 PNN PPA2 PPP1R10 PPP3CB PRKAR2B PTPRJ PTPRR PURA RAB21 RAB42 RASGRP1 RBFOX1 RIC1 RIMKLB RNF139 RORA RPA1 RPS16 RPS6KA3 RTP4 RYK SCAI SCX SEC23A SEC61A2 SEC63 SERINC1 SERTAD2 SF3B1 SIAH1 SIPA1L1 SLC27A6 SLC7A11 SMAD4 SMIM12 SNAI2 SNRPD3 SNX18 SON SOX7 SP3 SPRYD7 SRCIN1 SRD5A3 SS18L1 STAM2 SULF1 SUMO3 SUPT6H SYPL2 TENM1 TENT4B TES TFAP2B TIMP2 TIMP3 TLL1 TMED7 TMEM232 TMEM87A TMOD2 TNFSF13B TNPO1 TSPYL5 TTC21B TYW5 UBA6 UBE2D1 UPF1 VEZT VPS41 WDR17 XKR6 XKR8 YIPF6 YWHAE ZBTB20 ZDHHC21 ZNF140 ZNF621 ZNF644 ZNF692 MIR4530 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4530 AAK1 ADAMTS15 ADAMTS6 ADAR ADGRL2 ADRB2 AKTIP ALKBH6 ARMC5 ATF6 ATG3 ATP6V0A2 ATP8B2 B3GNT9 B4GALT3 BFSP2 BTBD9 CAMK2A CAMK2G CAMTA1 CARM1 CBL CD24 CDH23 CDK14 CDV3 CEACAM21 CH25H CKMT2 CRISPLD1 CRNKL1 CYB5B DACH1 DAGLA DEFB125 DOCK1 DUSP16 DUSP22 DYNLT5 EMC10 ERCC4 ETS1 FAHD2B FBXO11 FGD5 FGF2 FGFR1 FGFR2 FOS FOXP4 FUT3 GFAP GGA3 GPATCH2L HAPLN1 HDAC11 HERC3 HPSE2 ICOS IFNAR1 IGF2BP3 JUNB KCND1 KDSR LGALSL LHFPL4 LIF LIN9 LINC02873 LMO3 MARCHF7 MARCHF9 MECP2 MEF2C MS4A2 MTPN MYPN NECTIN4 NIPSNAP1 NKX2-1 OASL OSBPL3 PANK1 PATL1 PCNX3 PDIK1L PHF20L1 PLG PPP1R1A PRRC2C PSAP PSMD11 PTCD3 PURA RAPH1 RASA1 RBP1 RFC3 RIN2 RNF141 RNF169 RNFT2 RSAD2 RTN4RL1 SALL1 SCARA3 SCD SCNN1A SEC22C SEMA4F SFMBT1 SH3PXD2A SHISA6 SLC17A8 SLC1A2 SLC23A3 SLC25A22 SLC35D1 SMARCD2 SPOCK3 SQSTM1 STAG2 SUSD6 TBL1XR1 TCTA TNPO1 TP73 TRADD TRIB1 TRIM33 TRMT11 TSPYL1 TUBGCP4 UBE2Q1 UBFD1 UBLCP1 VAPB VASH1 VGLL4 VPS53 YOD1 ZBTB39 ZBTB40 ZFAND3 ZZZ3 MIR4531 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4531 AAK1 ABHD2 ABLIM1 ACTN1 ADAL ADAM28 ADAMTS9 ADARB2 ADI1 AHCYL2 AK6 AKTIP ALKBH1 AMD1 AMER1 AMER2 ANKRD34B ANTXR2 APELA APH1A APOC4 ARHGAP12 ARHGEF4 ARPP19 ARRB1 ASPH ATF7IP ATPAF2 AUTS2 BAAT BACE1 BMP2 BPGM C15orf40 C2orf73 CADM4 CADPS2 CALCOCO2 CALN1 CAMK2N1 CAMK4 CCDC120 CCDC186 CCDC40 CCNT1 CD209 CD276 CD28 CD53 CDH7 CDK6 CDYL CEACAM1 CELF2 CER1 CHEK1 CLEC12B CLN5 CLVS2 CNTN3 COL25A1 COL4A5 COLEC11 CPEB2 CREB5 CREBRF CRYBG3 CSRNP3 CUL4B CUX1 CX3CL1 CYSLTR2 DAZ3 DAZL DBT DCAF12L1 DCX DDAH1 DDC DDX3X DDX6 DENND6A DEPTOR DHRS2 DIPK2A DOK3 DOK6 DPYSL3 EDA2R EGLN3 EIF4B EIF4E EIF4E3 ELL ELMOD2 EMC4 ENTREP2 EPC1 EPHA6 ESF1 EYA2 F9 FAM120C FAM210B FBN1 FBXL20 FBXO21 FBXW7 FEM1C FKBP14 FN1 FNBP4 FOXO3 FRAS1 FSTL4 GATAD1 GFPT2 GJA1 GNB4 GNG12 GOLGA7B GOT2 GPC6 GPR26 GPR78 GSPT1 GTDC1 HAL HEATR5A HECTD2 HMGN4 HNRNPU HOXA9 HP1BP3 HPS1 HSF2 HTR2A IKZF1 IKZF2 ING4 INTS6 ISG20 JMJD6 KCNN3 KCTD12 KDM7A KIAA0040 KIAA1549 KLF12 KLF7 KSR2 LIN7C LONRF2 LRATD1 LRCH1 LRRC1 LSAMP LYSMD1 LYST MAN1A2 MASP1 MCM8 MCPH1 MED14OS MED17 METTL4 METTL8 MINDY2 MLX MMD MS4A1 MS4A2 MSANTD3 MSI2 MYO1D NDUFB5 NEDD4L NFATC2 NRSN1 OLFM3 OPCML OPRM1 ORMDL2 PAFAH1B2 PALM2AKAP2 PAPOLA PAPOLB PATE4 PAX5 PDE12 PDE1C PDE3B PDE4A PDLIM5 PGD PHC1 PHF8 PIK3CB PITPNB PIWIL2 PLAGL1 PLAGL2 PLCL2 PLEKHS1 PNOC PNRC2 PPAT PPP1R12B PPP2R1B PPP3CC PRKAB1 PRR23D1 PSD2 PSD3 PTCH1 PTPRC PUM2 QSER1 RABGAP1L RBM23 RBPMS2 RECQL5 REST RNF217 RPRD1A RTL4 SAR1A SASH1 SCAF8 SCAI SCAMP1 SCN3B SDC1 SEMA3C SENP5 SEPTIN9 SERF2 SERPINB13 SESN1 SET SF3A3 SGMS1 SH3GL2 SH3RF1 SLC11A2 SLC12A8 SLC15A2 SLC16A7 SLC1A2 SLC23A2 SLC24A2 SLC29A1 SLC35A1 SLC35A3 SLC35B4 SLC35F2 SLC4A5 SLCO6A1 SLIT1 SMARCAD1 SMIM8 SNIP1 SNX20 SP100 SP7 SPANXN1 SPATA33 SPATA6L ST18 ST3GAL3 STAT2 SUMO2 SUZ12 SVIP SYNJ1 SYPL2 SYT17 TAF7 TAOK1 TBC1D4 TBC1D7 TBC1D8B TBL1X TCF12 TESC TFPI TFRC THOC5 THRB THSD7A TMEM135 TMPO TNFRSF21 TOX3 TPGS2 TRAF3 TRIP6 TRMT9B TSPAN12 TTC21B TTN TUB TWF1 TXNRD1 UBE2QL1 USP27X USP33 USP6NL VEZF1 VSIG10 WASF3 WDHD1 WDR26 WIPF2 WNT9B XRN1 XYLB ZBTB2 ZBTB20 ZC4H2 ZCCHC14 ZDHHC15 ZEB2 ZFAND5 ZFP82 ZKSCAN8 ZNF106 ZNF148 ZNF24 ZNF385D ZNF587 ZNF780B ZPLD1 MIR4533 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4533 ABHD2 ACKR2 ADA ADAMTS1 ADGRF2 ADGRL1 ADIPOQ AFAP1L2 AK4 AKAP6 ALOX15 AMMECR1 ANKRD13A ANO1 ANTXR2 AP1S3 AQP4 ARFIP1 ARFIP2 ARGLU1 ARHGAP19 ARIH2 ASB6 ASPHD2 ATG16L1 ATG5 ATP11C ATP6V1A ATP6V1E1 ATRNL1 ATRX ATXN7L3 AZIN2 BAALC BAP1 BCL9 BLMH BMP8A BNC2 BPNT1 BSPRY C11orf71 C5AR1 C5AR2 C9orf152 CALCA CAMK2D CAPRIN2 CARMIL1 CASC3 CASP2 CBL CBLB CBX6 CBX7 CCDC141 CD207 CDC14B CGN CIRBP CLCN5 CLDN18 CLMN CNOT8 CNTN1 COL1A2 COL9A2 COX10 CPSF6 CPT1A CRY2 CRYZL1 CWC27 DCX DDA1 DEDD DHX58 DLG2 DNM3 DNMT3A DUSP10 DUSP4 E2F7 EGFR EHD2 EIF4H ELFN2 ELK4 ELMO2 ELMOD2 EMILIN3 EOMES EPC1 ERCC3 ERRFI1 ETV1 F8 FABP7 FAM107A FAM117A FAM131B FAM220A FBXO11 FBXO41 FGD6 FGF12 FKBP7 FLT1 FLT3 FN3KRP FOXJ2 FOXRED2 GAS7 GID4 GLUD1 GLYR1 GNE GPATCH2L GPR173 GRIN2A GRPEL2 GSG1L GUCY1A2 HAND1 HMG20A HMGXB4 HOOK3 HOXA1 HOXB5 HOXB9 HOXC10 HTR2C IDH3B IFIT5 IGDCC4 IGF1R IL17D IL5RA IPO11 IQSEC2 IRAG1 ITIH5 JADE2 JPH3 JUN JUNB KCNG3 KCNH7 KCNJ5 KCNK9 KDM5A KDM5C KIAA1217 KIAA2013 KLC2 KLHL11 KLHL18 KLHL30 KLHL7 KRT31 KRTAP5-2 LAMTOR3 LENG8 LIFR LPP LRRTM2 LSAMP LY6G6C MASP1 MECP2 MGA MIEF1 MLEC MLH3 MLLT11 MME MMP15 MOXD1 MPRIP MRPL17 MTX3 MYADM MYO5C MYSM1 MYT1L NALF1 NAV1 NAV2 NCSTN NDUFA10 NFAT5 NIPAL4 NLRC3 NOVA2 NPTX1 NPY2R NR4A1 NTRK3 NUB1 NUDT18 OAS2 OLFM4 OPCML OTUD5 OTUD6A OTUD7B P2RY10 PABIR3 PARP11 PCNX4 PDE1A PDE1C PDE4A PDP2 PGRMC2 PHACTR4 PHETA2 PHF8 PIANP PIGR PLEKHS1 PLPP3 PLXNA4 PNMA2 POU2AF1 PPP2R2A PPP2R3A PRDM2 PRICKLE1 PRICKLE2 PRRC2B PRTG PSD3 PTAR1 RAD18 RANBP10 RBBP7 RBFOX1 RGS8 RPS24 RTF1 RTKN2 RUSC1 SAMD4B SCAI SCMH1 SCN2A SDK1 SELL SEMA4F SEMA6A SERPINB4 SETD5 SF3B4 SGK1 SGPL1 SH2B3 SH3D19 SHISA6 SHISA7 SHISA9 SLA2 SLC11A2 SLITRK1 SMARCC1 SMARCD1 SNX12 SNX27 SOAT2 SPHKAP SPINK14 SPOCK1 SRBD1 SRGAP3 SRP54 SS18 SSH2 SSU72 SSUH2 ST6GAL1 STAG2 STAT1 STING1 SUSD6 SYNGAP1 TAB3 TASOR TBC1D8 TCHHL1 TCP11L1 TET3 TIAM1 TMBIM6 TMEM138 TMEM178B TMEM184B TMEM214 TMEM40 TMPPE TNPO1 TNR TRAF3IP2 TTC26 TTI2 TTLL7 TVP23A UBQLN2 USP30 USP39 VAMP3 VAX1 VDR VSIG10 VTA1 WDR33 WNT1 XPO1 XYLT1 YJU2 ZBTB20 ZBTB37 ZBTB39 ZBTB4 ZBTB40 ZC4H2 ZDHHC22 ZDHHC23 ZFP3 ZFYVE26 ZHX3 ZMIZ2 ZMYM5 ZNF331 ZNF592 ZNF709 ZNF8 ZNF862 ZRANB1 ZSCAN22 MIR4534 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4534 ADAM12 ADCY1 AKAP13 ALDH16A1 ALDH9A1 ALG12 AP4E1 ARHGAP12 ARHGAP28 ASAP2 ATF7 ATG2B ATP12A BET1L C2CD5 C8orf44 CACNG3 CCDC121 CCDC40 CCND2 CER1 CHRNB2 CHST3 CLCA2 CMTM7 CNOT9 CXorf58 DAAM2 DCX DDTL DTNA EFHC1 EIF4E ERC1 ERCC1 ERICH3 ESRRG FAM120C FAM161A FAM169BP FAM217A FAM222B FCMR FIGNL2 FNDC10 FOSL1 FOXQ1 FUNDC2 FXR2 GFRA1 GLT8D1 GNG13 GNG2 GNPDA1 GPR84 GSG1L GYPC HECTD3 HECW2 HGSNAT HMGCLL1 HOMER1 IGF2 IGLON5 IL6ST INTS6 JARID2 JMJD6 KCNQ4 KCNS1 KDM2A KLHL42 LHFPL3 LIMCH1 LPCAT2 LRRC8A LRRTM2 MARK1 MIEF1 MILR1 MOG MOSPD1 MR1 MS4A1 MSL3 MTCL1 MTG2 MTMR14 MYO18A NAB1 NCAN NCAPH NECAP1 NETO1 NOP9 NOVA2 NR6A1 NT5E NUBP1 NUMBL OLA1 OLR1 OPRM1 PAX7 PGR PHTF2 PLCXD2 POGK PPAT PPM1K PPP3R1 PURG PXMP4 RAB5IF RDH10 REL RGL1 RNF10 SCN2B SCN3B SH3BGRL3 SLC25A36 SLC31A1 SLC35A3 SLC35E1 SLC35F2 SLC44A5 SMYD1 SOX6 SPAG17 SPN SRGAP2 SRPX ST6GAL1 ST8SIA2 ST8SIA3 STON2 TAC3 TAOK3 TBC1D25 TENT2 TGIF2-RAB5IF TIGIT TMEM168 TMPPE TNRC18 TOM1L2 TRPA1 TSPAN14 UGDH VPS53 VWC2 WWC1 XIRP1 ZKSCAN1 ZMIZ1 ZMYND11 ZNF142 ZNF213 ZNF264 ZNF813 MIR4535 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4535 ADGRG3 ASB7 ATP1B4 CBFA2T3 CREBRF DNAJB12 ETF1 FBXO32 FOXO1 GOLPH3 GPC4 IAH1 ITGB1BP1 KDM1B LDLRAD3 MAT2A PNRC2 PRKG1 PURA SACM1L SHISA7 SMAD4 SMARCE1 SPON1 TIMP2 TNFRSF21 TUB TUSC1 ZCCHC14 MIR4536_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4536_3P ARCN1 CBLN2 DBN1 DGKH ERC2 FOXJ3 HS3ST3A1 IGLON5 IRF2BPL LEMD3 LRRTM3 MARCHF9 NFIA NR4A3 NUP42 OLFM3 PHF13 SRSF1 TMEM150C TOGARAM1 VSTM2B ZNF521 MIR4536_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4536_5P ABCB5 ADD3 ALS2 AMD1 ANKRD2 AREL1 ARHGAP11A C1QTNF7 CCDC126 CLDN1 CRYBG3 CXCL11 CYP26A1 DCSTAMP DNMT1 ELMOD2 ERCC4 FOXF2 GSG1 H3-3B KLRG1 LINGO2 LRBA LYPD6 MRPL53 MTMR2 NFAT5 NR1D2 OLFM4 PARP1 PPP1R15B PRC1 RBMS3 SEC22B STRN STRN3 TAS2R14 TRIM45 TRIM59 TTC3 TTC33 TUT7 TXNDC8 USP25 ZWILCH MIR4537 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4537 ANKRD16 CA12 MDM4 MPV17L PCMTD2 ZNF587 MIR4538 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4538 ARPC2 ASB4 AZIN1 BHLHE40 CCDC179 CCT6A E2F3 FNDC3B GK5 LRFN3 LRRC55 PDCD6IP PLPP3 PPP4R4 PRX RELN RERE RPF2 RPGR SLC7A14 SUB1 TMED7 TMEM117 TTN WDR26 ZBTB7B ZNF761 MIR4539 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4539 ACBD3 AKTIP ANKRD34A ARGLU1 ARL6IP6 ATL3 ATP8A1 AZIN1 B3GALT2 C21orf91 CADM1 CCDC14 CCDC178 CLXN CNKSR2 COA5 COBLL1 CSNK2A1 DPP10 EGR2 ELOC EMC8 EML4 EPB41L3 EPC2 ERCC6L FAM166C FAM199X FHIP2A FRMD6 GRIA3 GTF2A1 HNRNPDL HOXC4 IDI1 IL33 ITGAV ITPRIPL2 KBTBD3 KIF5B LEXM LPGAT1 LRRC59 LY9 MAGEE2 MAP3K2 MARCHF6 MRPL47 NEIL2 NIPA1 NIPAL1 NXN ORMDL1 PAK2 PEX13 PLEKHM3 PPIL4 PPM1E PTCH1 PTPN4 RAB28 RAD21 RBM14-RBM4 RFX4 RIMS2 RTKN2 SLFN13 SMYD2 SNX11 TFAP2A TMEM33 TOX4 TRDN VPS4B VWC2 ZBTB34 ZHX3 ZNF251 ZNF367 ZNF827 MIR4540 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4540 ABHD3 ACBD5 CDK17 CENPI CHIC1 CPSF7 CXCL16 DDX21 DNAJC25 DSTYK EEF1E1 EIF4A2 ELK4 ETF1 GABRB2 GLO1 GPAM HMGB1 HMGCR HTR2C KMO LCE1C MANEA MCMDC2 MECOM MGAT5B MMP20 MYLK NADK2 NNT NRG1 PARG PARL PDE10A PDE7A PGAP2 PLEKHH1 POC1B PPP2R5A PTPN12 RBM43 RHOG RPS6KC1 SLIT2 SNX13 TYW3 URI1 VGLL3 WDFY1 ZSWIM6 MIR454_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR454_3P AAK1 ABCB7 ABCC5 ABCE1 ABHD3 ABRAXAS2 ACBD3 ACBD5 ACSL1 ACSL4 ACVR1 ADAM12 ADCY1 ADGRB3 AGFG1 AGO1 AGO4 AKAP1 AKAP11 AKIRIN2 ALDH3A2 ANKIB1 APCDD1 APPL1 AR ARAP2 ARHGAP1 ARHGAP12 ARHGAP21 ARHGEF26 ARHGEF4 ARL6IP1 ASXL2 ATG14 ATG16L1 ATP12A ATP6V1B2 BAG5 BAHD1 BHLHE41 BLCAP BMP3 BMPR2 BMT2 BPTF BRWD1 BRWD3 BTAF1 BTBD3 BTBD7 BTF3L4 BTG1 C2orf15 CALM2 CAMSAP2 CAPRIN2 CASD1 CBFB CBLB CBX6 CBY1 CCDC126 CCDC6 CCNY CD2AP CD69 CDK19 CDS1 CENPO CEP170 CFL2 CGGBP1 CHD5 CHMP3 CHST1 CLCN3 CLCN5 CLCN6 CLIP1 CLTC CNOT4 CNOT6 CNOT7 CPEB1 CPEB2 CPEB3 CRACD CREB5 CSMD1 CUL3 CYP2U1 CYSLTR1 DAAM1 DCAF8 DCBLD2 DCUN1D3 DDX6 DENND10 DENND4C DEPDC1 DGKE DGKH DIAPH3 DICER1 DLC1 DLG5 DLL1 DNAJC16 DNAL1 DOCK3 DPYSL2 DSEL DSG1 DYNC1LI2 DYNLL2 EBF3 EDN1 EGLN3 EIF4E2 ELK3 EMX2 ENPP5 EOGT EPC2 EPS15 ERBIN ERCC4 EREG ERP44 ESR1 FAM104A FASTK FAT3 FBXO28 FBXO48 FERMT2 FIBIN FMC1 FMR1 FOSL1 FOXF2 FRMD6 FRZB FSTL5 FUT9 FYN FZD6 G0S2 G3BP2 GADD45A GAREM1 GJA1 GPR65 GTF2H1 HCFC2 HECA HECW2 HEG1 HIVEP2 HOXA3 HOXD1 HPRT1 HS3ST5 HSPA8 IGF1 IGSF3 IKZF5 IL15 IL1RAP IMPDH1 ING2 INHBB INO80 INSIG1 IRF1 ITGB8 ITPR1 ITPRIPL2 JADE1 JARID2 JMY KATNBL1 KBTBD8 KCNA4 KDM2A KIAA1191 KIAA1217 KIF13A KLF7 KLHL3 KMT2C KRTAP26-1 LCORL LDAF1 LDLR LDLRAD4 LGALSL LMLN LONRF3 LPGAT1 LRIG1 LRP12 LRP2 LRP6 LRP8 LRRK2 LRRTM2 LSMEM1 LY75 MACIR MAF MAP3K12 MAP3K20 MAPK1 MAT2B MB21D2 MBD2 MBNL1 MBNL3 MCTP1 MDFIC MDM4 MECP2 MED12L MEMO1 MET MFSD6 MID1IP1 MIER1 MIGA1 MIGA2 MLLT6 MMGT1 MPHOSPH9 MSMO1 MTCL1 MTMR10 MYBL1 NABP1 NACC2 NALF1 NCKAP5 NECTIN3 NEUROG1 NFIA NFIB NHLH2 NKAPD1 NPAT NPEPL1 NPNT NPTN NRBF2 NSD3 OSBPL6 OTUD3 PAK6 PAN3 PCNX1 PDIK1L PDZD11 PEX5L PGM2L1 PHACTR2 PHAF1 PHF12 PHF14 PHF20 PHF3 PIGA PIK3C2A PIK3CB PIKFYVE PIP4P2 PLAA PLCB1 PMEPA1 POP7 POU3F2 POU4F1 PPARG PPFIA2 PPP1R15B PPP6R2 PRKAA1 PRKD3 PRUNE2 PSAP PSD PTGES3 PTP4A1 PTPN4 PTPRG PURG R3HDM1 RAB12 RAB30 RAB5A RACGAP1 RAD51B RAI2 RALGPS2 RAP2C RAPGEF4 RASA1 RASD1 RBBP8 RBM25 RFX7 RNF145 RNF216 RNF38 RO60 ROBO2 RPS6KA5 RRAGD RTCA RTN1 RUNX3 SALL3 SAMD8 SAR1B SBF2 SBNO1 SCUBE3 SECISBP2L SEL1L3 SERBP1 SERINC3 SESTD1 SFMBT1 SH3D19 SHANK2 SIX4 SKIDA1 SLAIN1 SLC2A4RG SLC44A1 SLC6A6 SLMAP SMARCD2 SMOC1 SNAP47 SNIP1 SNPH SNX2 SNX31 SNX5 SOCS5 SOS2 SPART SPATA2 SPEN SPHK2 SPOCK1 SPTY2D1 SRSF2 ST18 ST8SIA5 STIM2 STON2 STX6 SULF1 SYBU SYT6 SZRD1 TACC2 TAFA1 TANC2 TBL1XR1 TENT2 TES TET3 TEX2 TFCP2L1 TGFBR1 TGFBR2 THOP1 THSD7A TLCD3A TMEM170B TMEM250 TMEM50B TMEM9B TMOD1 TNRC6C TOGARAM1 TRIM2 TRIM23 TRPC3 TSC1 TSHZ1 TTYH3 UBA3 UBB UBE2D2 UBE2W UBE3B UBXN2B ULK2 UNC13A USP13 USP28 USP33 USP8 VGLL4 VPS13D VPS37A WDFY3 WDR20 WDR33 WDR47 WEE1 WNK1 WNT1 YTHDF2 ZBTB18 ZBTB20 ZBTB4 ZCCHC14 ZEB2 ZFYVE26 ZFYVE9 ZIC5 ZMAT3 ZNF107 ZNF217 ZNF3 ZNF555 ZNF594 ZNF609 ZNF800 ZNF862 MIR454_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR454_5P ADGRF4 ATXN7L3B CACHD1 COP1 FGFBP2 GDF9 GID8 GIGYF2 GPR176 MAPK1 MYCL NIPA1 PCID2 PUM2 RAP1B SERPINH1 SP4 STARD8 SYNE2 TDG TLN2 TMEM47 TRIM50 ZBED4 ZNF860 MIR455_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR455_3P ACAN ACP2 ADCY1 ARMC8 BCL2L12 BLTP3A CARF CD80 CLVS2 CNOT6 COLEC12 CUL3 DYNLL2 EID1 ELF3 EPHB1 FAM227A FBXO42 FRMD3 FRYL FXR1 FZD10 GABARAPL2 GLCCI1 GNL1 GPATCH2L GRAMD2B GTPBP1 HNRNPR HOXC4 HSF1 ID2 KIF5A KMT2A KMT2C LCE6A MARVELD3 MFAP3L MINDY1 MSANTD3-TMEFF1 NFIB NLN NOL4 NOVA1 NR2F1 OTOR OTULINL PACC1 PDE4DIP PHF6 PIK3R1 PNPLA6 POU3F3 PPP2CB PRKAB2 PRKD3 PSIP1 PTPN9 RMND5A RTN4 RUSC1 SALL1 SAR1A SCG3 SEC62 SEMA3G SLC22A4 SLC25A3 SLC35F1 SSR1 STK17B STRADB TBC1D24 TENM3 TENM4 TFRC TMED7 TMEFF1 TPRG1 TPT1 TTK UBE2K UBE2Q2 USP30 VEGFC WDR26 XCL1 XCL2 XPO1 ZBTB18 ZCCHC10 ZFP36L1 MIR455_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR455_5P ADD3 ANKRD13B ARRDC3 ATP11C BAZ2B BCDIN3D BMP8A BRD1 BSPRY C6orf120 CACNB4 CCDC148 CDK13 CDKN1B CEP70 CLOCK CPEB1 CPEB3 CYBC1 DAZAP2 DCAF5 DOCK9 DYNC1LI2 ELOA F3 FBXO42 GABRB2 GALNT13 GDAP2 GPD2 GPX6 GSKIP HNRNPL INPP4A INTS13 IPO7 IRF2 KBTBD4 KCNJ2 KDR KDSR KIF1B LRP2 LRRFIP2 MYLIP NCK2 NDUFAF4 NR4A2 NRIP1 NUDT7 NXPH1 PATL1 PEAK1 PJA2 PLXNC1 PPP1R12A PREX2 RANBP3 RANBP3L RIN2 RPS3 SERPINA9 SETD7 SGCZ SOCS3 SPATA9 SRSF7 ST8SIA1 STK24 STYK1 SUZ12 TAF4 TBC1D3 TBL1XR1 TMED2 TMEM212 TNRC6B TOMM22 TRIM33 TSHZ3 TSPAN5 TTC17 USP3 USP9X VCAN VSTM4 WDR17 ZNF404 MIR4632_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4632_5P ACVR2B ADAMTS4 AGO1 AIF1L AK3 AMOT ANKFY1 ANKRA2 ARHGEF6 ATP2B4 BAZ2A C17orf67 CBX7 CDIN1 CDON CECR2 CERS3 CHAF1A CIC CLIC5 COL16A1 COL5A3 DCX DGKK DUSP13 ERG28 ETV4 FAM53A FAM78A FHL1 FNDC3B GABRA4 GOSR2 HLA-DOB HNRNPR IKZF1 KBTBD2 KCNB1 KCND1 KCNIP1 KIAA0513 KIF21B KLHL14 LDLRAP1 LSM12 MAFG MAP3K11 MORN5 N4BP1 NAV1 NEUROD4 NFYA NOS1 NOTCH2 NQO1 NRIP2 PARP6 PAX5 PIANP PPM1M PRMT6 PRR32 PUM2 RAB1B REG3G RGMB RHBDL1 RIMS2 RNF19B RTKN SATB1 SCML1 SH3GL2 SHOC1 SLC10A7 SLC37A1 SLC6A17 SMARCD1 SOX10 SRGAP2 SSR1 ST3GAL5 STAB2 STEAP2 STK35 SUSD6 TCEA2 TENT4A TLL2 TMEM201 TMEM217 TRIM26 TRIM35 TRIM4 TRIM46 TRIOBP TSPAN9 USP7 VPS39 WASF2 WDTC1 XYLT1 YTHDF3 ZNF862 MIR4633_3P_MIR6500_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4633_3P_MIR6500_5P CCDC127 CD247 CSMD1 DNAJB14 FGF12 GIPC3 HOXA5 HYCC1 IFFO2 LAMC1 LAPTM5 LIMK2 MAST4 MLXIP NHS OAS2 P4HA1 PCMTD2 RABIF RALY RAP1GDS1 RIMS2 SCARB2 SLC1A4 SP100 SP5 STK26 STK33 STRAP TAFA5 TBL1Y TNRC6B TNS3 ZBTB25 ZFAND3 ZIK1 ZNF503 MIR4633_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4633_5P ADAM22 ADSS2 AK7 AKAP10 ARMC8 BICDL1 CAPZB CCNG1 CDH13 CENPK CEP44 CIBAR1 CPLANE1 ERCC6L FAM47E FLRT3 GEN1 GSAP HELZ HLF IGF1 MRS2 NR5A2 NRCAM NRIP1 PDS5B PDZD11 PITPNC1 PRPF4B PYROXD1 PYURF RSBN1 SEPTIN14 SESTD1 SLC38A2 SOCS2 SUCLG2 TAB3 THRAP3 TMEM170B UCHL5 VPS37A WIPF3 XRCC5 ZNF85 ZYG11B MIR4635 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4635 ADGRF2 AKAP6 ANO5 APBB2 ARIH1 ARX BCAT1 BRCC3 C17orf75 C1orf21 C9orf24 CAMK4 CDC27 CEACAM8 CFAP65 CHD3 CLEC1A CLEC2A COQ10B COQ6 CPEB2 CUX1 DAP DIO2 DMTF1 DR1 DTNA DYRK3 EFEMP1 EID2 ELOVL6 EPHA5 ERC2 ERH ERO1B FAM13B FBXL4 GINS4 GPR155 GRAMD1C GRIA3 HEATR4 HIPK3 HS3ST2 IDE INPP4A KBTBD2 KCNQ5 KDM5B KLF7 KLHL1 LIAS LRCH1 MAPK10 MATR3 MGAT4A MIA3 MOSPD2 MPHOSPH9 MTHFD1 MTTP MYF5 NCAM2 NFE2L3 NFYB NLGN1 OMG PAQR8 PCDHA9 PCSK6 PDE12 PGK1 PHACTR4 PIK3C3 PKD2L2 PLSCR1 POLQ PPM1B PPP2R1B PRICKLE2 PRRG1 PSG11 PSG2 PSG3 PSG5 PTPRR QRICH1 RAB31 RAD51AP1 RAD51B RANBP6 RAP2C RBM48 RBPMS RCBTB1 RREB1 RXFP1 SAR1B SCG2 SLC45A4 SLC8A1 SMIM7 SNAP47 SOGA3 SOS1 SPATA13 SPRTN STAM STRADA STYK1 SUV39H2 TAF5 TAFA1 THAP10 TLR7 TMC5 TMCC1 TMEM252 TMEM260 TNFAIP3 TNFSF4 TRIO TRMT61B UBL3 UCHL5 VAMP3 WDR31 WDR36 YEATS4 ZCCHC7 ZFC3H1 ZNF12 ZNF451 ZNF780B MIR4636 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4636 GOLGA6A GOLGA6C METTL21A SCAF11 SLC14A1 MIR4637 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4637 ABCA13 ABHD5 ADAMTS1 ARHGAP5 ASTN1 ATG7 BCL2 CCNI2 CDC73 CDK5RAP3 DMAC1 ELOC ESRP1 FUNDC2 GBP2 GBP4 GPALPP1 GPATCH1 GPC4 HIPK1 HNRNPF HS6ST2 HSBP1 ITGAV JAZF1 KCNAB1 KCTD18 KL KLHL1 LUC7L3 MAGEB2 MIER1 MINDY2 MTRR MYT1 NF1 OXR1 PATZ1 PDLIM5 PGRMC1 PJA2 PKLR POGLUT3 PPHLN1 PPP1R2 RARB RBBP6 RNASE7 RNF115 SERBP1 SERP1 SIAH1 TCF24 TMEM263 TMEM30A TMEM39A TOR1AIP2 TOX TRMT6 ZBBX ZC2HC1A MIR4638_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4638_3P ACVR1 AK9 ALCAM ANK3 ATXN1 C5orf63 CACNA1D CACNB2 CAMK1D CCDC144NL CCK CELF4 CHORDC1 CPEB1 DISC1 EDRF1 FBXW11 FZD2 GALNT3 GLOD4 GPR173 INHBC ITPRID2 KCNC3 KLHL21 KMT5B KNG1 MAL2 MOXD1 NAA15 NADK NFIA NFRKB NKAP PAQR8 PAXBP1 PEX11A PKN2 PLEKHM3 POLR2G POMGNT1 PSMA8 RALGAPB RBFA RBMS2 SEC63 SETD3 TFAP2B TGFBR3 THRB TNFRSF18 TNFSF15 TOLLIP TRIL TUBB VANGL1 WDR17 WDR37 XRN1 YY1 ZNF674 MIR4638_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4638_5P EPHA8 FFAR4 SLC44A5 USP49 ZXDC MIR4639_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4639_3P AGO2 ALG1 ARHGEF7 BHLHE22 BNC2 C6orf47 CABCOCO1 CAPZA1 CCN2 CDS1 CNEP1R1 CTNNA3 CUX1 DCUN1D1 DGKE DLG4 DPH6 EMX2 ENC1 FMN1 KBTBD2 KCNK1 KCNMA1 LGR5 LINC02694 LYSMD4 MAP1B MAP7 MASP2 MCMDC2 MLLT6 MTURN NIFK NLGN4X NRG1 NSL1 NUS1 NXF1 PPM1L PSAT1 PTGER3 RABIF RBBP4 RSAD1 SGSH SH3BP2 SLC24A2 SLC6A5 SPATA5 SPN STEAP3 TDRD10 TIA1 TLNRD1 TMED7 TMTC3 TSC22D1 TSPAN5 TXNDC16 USP37 VDR VEPH1 VHL WDR33 YPEL2 ZCCHC10 ZCCHC17 ZNF287 ZNF354B ZNF484 ZNF597 ZNRF3 MIR4639_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4639_5P AMELX AMELY ANK3 ANKRD20A1 ANKRD20A2P ANKRD20A4P ANXA7 ATG4C B4GALT1 BICD2 BLOC1S5 BMP3 BVES CAB39 CACNA1B CAMTA1 CCDC117 CCDC85A CHD9 CHN2 CLEC1A CNOT7 CPD CPSF2 CRH CRISPLD1 DCAF12L1 DDHD1 DYNLL2 EBLN2 EDIL3 FMNL2 FOXP2 FREM3 FTHL17 GABRA1 GALNT16 GJB7 GOLPH3 HIF1A HYDIN IRF2BPL KCTD3 KDM4A KHDC4 KRT28 KRTAP3-1 LRRC75A MAGI3 MAP4K5 MBNL2 MBOAT2 MCTS1 MED29 MEDAG MIPOL1 MRTFB MYO1D NEFH NFATC2 NRG2 NRG4 NUP50 OPRK1 OR2H1 PFN2 PHYHIPL PKIA PPCS PRICKLE2 PRIMA1 PTPN4 PTPRB RNF216 RRAGA SLC35A5 SLC35F3 SLC6A8 ST8SIA5 STK39 STXBP5L SV2C TDRD7 TET2 TMEM126B TOX UBE3C UNC13D USP48 WASHC2A WASHC2C YEATS4 ZBTB20 ZBTB21 ZNF236 ZNF281 ZNF710 ZNF737 ZPBP2 MIR4640_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4640_3P AAGAB CSMD1 DNAJC16 EEF1AKMT3 FOXO4 LRRIQ1 MBD6 MGAT4A MITF PAGR1 PDCD4 PDE4B SGIP1 SIMC1 ZBTB34 ZNF217 MIR4640_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4640_5P AAK1 ADRA1A AFDN AGO1 AK1 ALX4 ATF3 BACH2 BATF2 BCL11A BGN BNIP2 BPIFA1 CAPRIN2 CD209 CDC42SE1 CDIP1 CHD8 CHRM1 CLDN4 CNNM4 COL26A1 CSTPP1 CTNNA2 DAG1 DBN1 DCTD DENND1A DUSP13 EBF4 EDC3 ELMO2 EPB41L1 EPHA6 EPN2 FAM78B FAXC FBXO41 FCRLA FYCO1 GAS8 GOLGA4 GOLGA6L6 GPR137C GRK2 GYS1 HCFC2 HEPACAM HP1BP3 HPCAL4 HS6ST1 IDH3G IDS ILVBL IMPDH1 IQSEC3 ITPRIP JAG2 KCNMA1 KHNYN LARGE1 LCOR LHFPL4 LONRF2 LOXL3 LRTOMT LYPD3 MAGI1 MAP2K3 MAPK4 MBD1 MEST MOB1B MRAP2 MYLK2 MYO1E NAPA NATD1 NDUFB4 NFYA NGFR NOS1 NOTCH3 NRG4 ORAI2 POR PPP4C PPP4R2 PSMD11 PTPRU RAB1B RAB4B RANGAP1 RBM14 RFT1 RHOA RIPOR2 RNF216 RNF44 SARM1 SEMA5B SEPTIN9 SLC13A4 SLC22A13 SLC39A13 SNX17 SNX27 SOGA1 SORD SPEG STUM SUSD6 SYNGR3 TAFA4 TAPBP TBX21 TCP11X2 TCTA TFCP2L1 THRB TIGD5 TMEM101 TMEM184B TP53I11 TRPM1 TSPAN11 TSPAN7 UBFD1 VAMP3 ZBTB20 ZDHHC3 ZNF540 ZNF592 ZNF710 MIR4641 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4641 ABCD2 ABTB3 ACVR1C ADORA3 CAMK2G CAMTA2 CCDC91 CDH13 CDHR4 CTXN3 DIRAS2 DLAT EPN3 FBXL7 FBXO41 FLG2 FLOT2 GNAT1 HIPK3 HS3ST4 ING3 KLF3 KLHDC10 LARGE1 MAB21L3 MAPT MED1 MEIS2 MR1 MS4A3 MXRA7 MYLK MYO6 NAA25 NKX2-1 PCNX1 POLR3E PPFIA2 PPP1R16B PTGER3 RAB3D RAB6B RBFA REG3A RGS14 RNF138 SARS1 SCAMP1 SERPINB12 SMTN SV2B TFDP1 TMOD2 TOM1L2 TOP2A USP3 VAT1L WDR90 YLPM1 YWHAH ZNF550 ZNF662 ZNF765 ZRANB1 MIR4642 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4642 AAMDC ABRAXAS2 ADORA3 AIFM2 ALKBH8 ANKRD10 APELA ARMC10 ATXN3 AUH BCAT2 CABLES2 CADM1 CBX2 CCN4 CD164 CLIC5 CMTR1 CORO2B COX7B DAAM1 DUSP10 ETF1 FAM199X FLT1 FNDC3B FRMPD4 GLRB HAS2 HES1 KCNK2 KICS2 KLHL2 KSR2 LARS2 LIN28A LMOD1 MACIR MAP3K9 MKX MRPS18C MYO1C NPNT NUDT13 PBX2 PCSK5 PDE7A PER2 PGRMC2 PHAF1 PHYHIPL PI4K2B PKNOX2 POLG PPP3CA PPP3CB PRKAR2B PRTG RAB2A RALGPS1 RAP2B RBFOX1 RBM15 RBM18 REPS2 RICTOR RPS6KA5 RUFY2 RUVBL1 SCAF8 SELENOI SESN3 SGMS1 SH3BP5 SHISA7 SKIL SLAIN2 SLC25A16 SLC25A42 SLC35G1 SMIM13 SOBP SPRY3 STAR STOX2 TARBP1 TBC1D8 TIAM1 TMED2 TMEM132C TSC1 TSHR TTC28 TTC39A UBE2K UBN2 WASF2 XPO1 ZBTB20 ZCCHC4 ZIC3 ZNF697 MIR4643 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4643 ADAM22 ALPK2 ANGPT1 ARF6 ARHGAP24 ARID1B ATP11A ATP1B4 AZIN1 B3GALNT2 B4GALT5 BAG4 BAZ1A BAZ2B BBX BCL11B BHLHE22 BLCAP BMP8A BMPER C19orf12 C1orf21 C9orf72 CA8 CBX1 CCDC62 CDH2 CDYL2 CENPI CENPN CEP85L CFAP47 CLEC4A CLECL1P CLMN CNOT2 CNR1 COG5 COLEC12 CPEB2 CPNE4 CPSF6 CTNNB1 CTXN3 CYP3A7 DCUN1D4 DEK DENND5B DHX36 DIPK1C DLX5 DNAH12 DOCK4 DRD1 DRD5 DYNLL2 DZANK1 EIF2AK4 ELMOD2 EPHA5 ERC2 EVI5 FBXO11 FMN1 FMNL2 FRY GABRA1 GABRB2 GIGYF2 GINS1 GIPC2 GOPC GPD1L GPR137C GPR180 GPR22 GRIA2 GTF3C2 HDGFL3 HERC3 HEXIM1 HIPK3 HMBOX1 HMX2 HNRNPA1 HSP90B1 HYCC2 IFNA16 IFNA17 INO80D JAKMIP1 KALRN KDM7A KHDRBS1 KHDRBS2 KIAA0319 KLHL23 KLHL24 KLK10 LACTB2 LDB3 LGALS3 LGI1 LRP8 LSAMP LYPD6 MAD2L1 MARCHF6 MATR3 MCM6 MEF2C MEIG1 MGAT4A MLLT3 N4BP2L1 NABP1 NAP1L5 NAT8L NETO1 NOL11 NPAS3 NR1D2 NR2C2 NXPH2 OPA3 PACSIN2 PAIP1 PARP15 PCMTD2 PCSK5 PDGFRL PDLIM5 PENK PHF13 PHIP PI15 PKD2 PLAC1 PLAG1 PLCB4 PLCXD1 PNMA2 PNRC1 PPP4R3A PRKCE PSME3 PSMF1 PTK2B PTPN4 RAB31 RAB6B RAB9A RALGAPA1 RAP1B RAPGEF4 RBFOX2 REV3L RFTN1 RICTOR RIMKLB RPRD1B RRN3 RS1 SASS6 SBNO1 SEH1L SEPTIN8 SERP1 SESN3 SESTD1 SKP1 SLC35E3 SLC6A19 SNX13 SNX19 SOCS6 SON SP4 SPN SPRED1 STON1 SYNJ1 TAB2 TEAD1 TGFB2 THBS1 THBS2 TMEM30A TMEM39A TMEM65 TNPO1 TNRC6B TNRC6C TP63 TRAPPC13 TRIM4 TRIO TSHR TTC33 TUBB2A TUT4 U2SURP UBE2D3 UBE2Q1 UTY VAPB WDR45B WIF1 YTHDC2 YWHAQ ZNF326 ZNF367 ZNF780A ZNF827 ZSWIM6 MIR4644 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4644 ABCG1 ABCG4 ACACB ADAM22 ADGRB1 ADGRL1 ADH4 ADRA1A AKAP6 AKR1C2 ANKFY1 ANKRD45 AR ARF3 ARID1A ARMC8 ATAT1 ATP1A3 ATP6V1F ATXN1 B3GAT1 BASP1 BCAT1 BSN BTLA C3orf14 CA10 CACNG4 CARD18 CARF CASP14 CCND2 CCNL2 CD209 CD300LD-AS1 CDC42 CDH4 CDYL2 CENPO CEP104 CFAP44 CGN CHMP7 CNOT9 CNTD1 CNTLN CNTNAP5 COMMD2 CPNE6 CSMD2 CSRNP2 CTDNEP1 CXCL9 DCTN3 DCX DDX18 DEFA5 DLG2 DNM1 DOCK3 DTNA DYNLL2 EFCAB2 EFTUD2 EIF2AK1 ELOVL4 EMC10 ENC1 EPB41L1 EPHB2 EPPK1 ERCC6 ETV3L EXOC6B EYA3 FAM135B FAM151B FAM163B FAM222B FAM234B FAM76A FANCA FANCD2OS FBXL17 FBXO41 FCRL3 FIGNL2 FMN1 FOXN4 FOXP4 FZD4 GATAD1 GEMIN7 GEMIN8 GINS1 GJA1 GJA5 GNB3 GPNMB GPR84 GPX3 GRB2 GRIN2B GSTA4 GTF3C4 HCCS HCN4 HDAC5 HDX HIC2 HIF1AN HIPK2 HOOK3 HOPX HP1BP3 INTS6 ISG20 ITPRIP JAGN1 KANK2 KAT6A KCNJ5 KCNK9 KCNN3 KIAA1328 KLF7 KLHL29 KLK5 KPRP LAMP5 LCOR LDLR LHX2 LINC03043 LRIT1 LRRC32 LYN MAB21L2 MAPK13 MAT2A MAU2 MECP2 METTL25B MIER1 MLLT11 MON1B MRPL34 MRPS21 MS4A2 MS4A3 MSI1 MTHFS MXRA5 NBN NCAN NCAPH NETO1 NFATC3 NHLRC2 NMNAT2 NOTCH2 NPNT NR1D1 ORC5 PAK6 PALM2AKAP2 PARP11 PATZ1 PBX2 PCDH10 PCDH9 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 PCP4 PGLYRP4 PHF21A PHLDB1 PIM1 PLEKHA5 PLEKHB1 PM20D1 PMF1 POPDC2 PPP1R3B PREPL PRKAR2A PRR23A PRR5L PXT1 RAB35 RAE1 RALGAPB RASEF RCC1L RDX RERE RGS8 RHOA RHOT1 RIC8B RIMOC1 RNASEH2B RNF20 RORA SARNP SBK1 SCD SDF2 SEL1L3 SF1 SGMS1 SH3BP2 SHISAL1 SIGLEC1 SIPA1L1 SIX1 SIX2 SIX3 SLC16A2 SLC17A2 SLC25A28 SLC30A3 SLC8A1 SMCO4 SMG7 SNAP25 SNTB2 SNX30 SOGA1 SORL1 SOX13 SOX5 SPATA2 SPATS2 SPTB SREBF2 SRGAP2 SSTR2 SSX1 ST20-MTHFS STX6 SUMF2 SYN1 SYNM TAF5L TAP2 TBC1D19 TBC1D30 TBC1D5 TCF12 TCP1 TERB2 TMEM139 TMEM150C TMEM165 TOX3 TPD52L1 TPMT TRIM58 TRIM66 TRPM3 TSPAN18 TTBK1 TTC28 TUBGCP3 UBE2D4 UBE2H UBXN10 ULK4 USB1 USP3 USPL1 WDCP WNT1 WNT9B XKR5 XYLB XYLT1 YIPF1 YWHAG ZCCHC12 ZNF2 ZNF236 ZNF444 ZNF473 ZNF557 ZNF586 ZNF662 ZNF704 MIR4645_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4645_3P ABL2 ACVR2A ADAM10 ADO AKR1D1 AKT3 AP3B1 AQR ATXN7 C2orf88 CALM2 CCDC174 CHN2 CLTC CPEB2 CPEB3 CSF2RB CUL4B CYBB CYBRD1 DCP2 DESI2 DPP10 DPP6 DUSP8 E2F3 EDIL3 ELK3 ENTHD1 ERC1 FLRT3 GABPA GLIPR1L2 GMFB GPC6 GRID2 GRM5 HIBCH HINT3 IL33 JADE3 LATS2 LINGO2 LRIG1 LRP12 MACF1 MAGI2 MAP2K1 MBNL2 MED12L MED13 MEF2A MFF MID1 MPP7 MRNIP MRTFB MTMR4 MUC15 MYRIP NAA50 NECTIN3 NFYB NOD2 NRG1 OLFM3 OMG OR2H1 OXR1 PDCD6IP PIGA PUM1 RAN RAP1A RAPGEF3 RBM44 REEP5 RGS1 RHBDD1 RHOA SAMSN1 SCG2 SLC35C1 SLC38A2 SLIT3 SMIM13 SRPK1 STXBP5 SYNCRIP SYS1 TFAM TMEM179B TOMM70 TSTD3 TTC7B TTPA UBE3C UGT2A3 USP43 WDR45B WDR64 XDH XKR6 YPEL5 ZFP91 ZIC4 ZNF225 ZNF257 ZNF45 ZNF681 ZNF708 MIR4645_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4645_5P ACTR1A AIRE AK2 AP4B1 AP5B1 ARF4 ARHGAP36 ARRDC3 ATP11C ATXN7 BAGE2 BCR BICD2 CCNL2 CDH22 CDIN1 CEMIP2 CHMP7 CNOT6 DELE1 DHCR24 DIO3 DOCK11 DVL2 EGF EREG ERG ERP29 EXD1 FAM107A FAM98B FBXW4 FERMT2 FGFRL1 FOXO3 GBX2 GCC1 GPATCH2L GPC5 GPR12 GPR171 GTF2H5 IGDCC4 IL3 IRGQ JADE1 KCND3 KCTD6 KIF3A KLHL29 KSR2 KY LINC02907 LMAN2L LRPAP1 LSM14A MAF1 MNT MPPED1 MRTFA MSANTD1 MYRF NCLN NDST1 NXPH1 OPRM1 PAPOLG PDAP1 PDXK PHF21A PHTF1 PIM2 PLA2G12B PLA2G3 PTK7 RANBP10 RAPGEF2 RBBP6 RSBN1 SERTAD4 SETD5 SH3BP2 SH3PXD2B SHC2 SIX4 SLAMF8 SLC15A4 SLC35B4 SLC51A SLC5A1 SMAD4 SOCS1 SOGA1 SPOP SPTSSA SRGAP2B SRGAP2C SRPRA STT3B SYN1 TBC1D2B TEX261 THOC2 TLK1 TMEM126B TMEM208 TMPRSS13 TNK2 TRIL TRIM36 TTL UBE2G2 UBFD1 VTA1 WASHC4 WWTR1 ZHX2 ZMAT2 ZNF132 ZSCAN12 ZSCAN22 MIR4646_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4646_3P ABHD13 ADGRL2 AMD1 ANO1 ARID4A BMPR2 CAMKK2 CDH7 CELF5 CHTF8 CNTN1 CPEB2 DNAAF6 DSE EDA2R EIF4E2 FAM83B FOXN3 GRK6 HIP1 IKZF2 IL20RA IL6ST ISYNA1 LRRC55 LRRN3 MAP3K7CL MECP2 MEX3C MOCS2 MPLKIP MYH7B NAT8L NR3C1 NUFIP2 PANK1 PIF1 PIK3R1 RASGRF2 RUNX1 SCN8A SEMA4G SERPINE1 SLC10A2 SLC39A11 SMAD1 SRGN STRN3 SUCO TAF12 TERF1 TMED6 TRIM58 TTLL5 VPS53 WSB1 ZCCHC24 ZNF716 MIR4646_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4646_5P AAK1 ABHD2 ACVR2B ADGRG7 ADRA2B AFF4 AGAP1 AGO3 ALG2 ANGPTL2 AOPEP ARFGEF3 ARHGEF33 ARL8B ATOSB ATP8B1 B9D1 BAHD1 BAP1 BBX BNC1 C19orf44 C21orf91 CACNA1C CARD17P CCAR1 CCDC97 CCNT1 CDC23 CDH3 CDH7 CFLAR CLASP2 CNDP2 COL6A3 COLGALT2 COPG2 COQ10A CPEB1 CUL3 CYP2E1 DCTN4 DCUN1D1 DDX31 DESI1 EPHA3 ERICH1 ETS1 FABP7 FAM118B FAM120C FAM161B FAM168A FAXC FN1 FOXN1 FPGT FRMD5 FSD2 FSHR GABBR2 GABRA5 GAS7 GCK GDAP1L1 GFPT1 GGT7 GRM5 HCCS HDGFL3 HIC2 HLA-DQA1 HS3ST3A1 HSD17B8 ICOSLG INO80D IRF2 ITGB8 KATNIP KCNE1 KCNE4 KIF1B KLHL18 KPNB1 LHFPL5 LPCAT2 LRATD2 LYN MANEAL MARCHF6 METAP1 METTL21A MOB3B MS4A6A MTFR1L N4BP1 NECTIN1 NEMF NEUROG2 NFASC NIN NR3C1 NXPH3 ORAI2 PALM PAX7 PCBD1 PCDHB7 PDE8A PDK3 PLEKHA5 PMM1 POFUT1 RAVER2 RFT1 RGS16 RORA SEL1L SEPTIN6 SLC5A3 SLC6A11 SLC7A14 SMIM7 SOGA1 SORD SPOCK1 STEAP4 STXBP5L SUSD5 TAF7 TBC1D16 TBL1XR1 TGFBR1 TIMP3 TOMM20 TSEN34 TTC30B UNG VANGL2 VPS26C WDR31 XYLT1 ZBTB20 ZMYND12 ZNF544 ZNF547 ZNF576 ZNF670 ZNF70 MIR4647_MIR4662B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4647_MIR4662B ABCC10 ACOX1 ANGEL2 ARID1B ARL8B ATF7 C2CD5 CACNB4 CCSER2 CD24 CNOT9 COL1A2 DCBLD2 DEFB132 DHFR DISC1 DNAJA2 EFHC2 EIF4E ENPEP FAM168B FAR1 FBXO33 FBXW8 GABBR1 GALK2 GAREM1 GPR180 GRIA4 GSK3B GTF2A1 HDAC2 IHH ITGAD KAT6A KBTBD8 KCNG3 KIF2A KNCN LCORL LRFN5 MMP8 MTCL1 MTMR4 MYORG N4BP2L2 NONO OPA3 PBX2 PCID2 PDCD10 PHF14 PIGW PLCB1 PLCH1 PRR27 PTPRT RAB14 RANBP9 RASA1 RELL1 REV1 RIPOR2 RNF170 RNF38 RPS23 SCYL2 SELENOV SH3BP2 SLC16A1 SLC22A2 SLC9B2 SOX6 SSBP2 STAU2 TMOD2 TOB1 TRPC5 TSLP UBR2 UBXN8 USP47 VPS4A WDFY3 ZDHHC15 ZFP64 ZMYM3 ZNF655 MIR4648 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4648 ALOX15 ARHGEF39 BBX BOLL C10orf53 CALB1 CCNJL CD164 CD207 CDC16 CLEC12A CTSE DCP1B ENSG00000255537 EXPH5 FAM86B1 FRYL GMEB1 LPP MBD1 MICAL3 MYO19 MYO5B OPA1 PAQR7 PAXBP1 PDZD2 RELN RETREG2 RFX3 SEPTIN3 SLC9A2 SMIM43 SPRTN SPRY4 TMEM216 TNPO3 TRARG1 TRPM3 TSPOAP1 VDAC3 VEGFA YWHAZ ZNF746 MIR4649_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4649_3P AAK1 ABHD17C ACBD5 ACVR2A ACVR2B ADAM10 ALS2CL ANGEL2 ANGPT4 ANGPTL6 ANKRD23 ANKRD40 ARHGAP42 ARID3B ARMC1 ARMC8 ASTN1 ATP2B4 B4GALT2 BAZ2A BAZ2B BCL2L1 BID BTBD18 C12orf42 C9orf57 CASTOR2 CBFA2T3 CCND2 CD300LG CDC42EP4 CELF2 CEP164 CFTR CPEB4 CPT1B CRY2 CSMD1 CYCS CYP2U1 DDHD1 DENND1B DIRAS1 DLC1 DNAJC19 DSE ENTPD4 ERC2 ERGIC1 ETNK1 ETV7 EVPL FAM172A FAM217B FBRSL1 FGF4 FGF5 FIGNL2 FOXP3 FSTL3 FZD3 GATM GLE1 GNAT1 GPI HCAR2 HCAR3 HDAC7 HDHD5 HEYL HOXA1 HOXB6 IGF1 IL5RA IRGQ JADE2 KCNA6 KCNH1 KDM2A KIAA0930 KLK4 KPNA3 KRTAP3-2 LENG8 LHFPL2 LIMK1 LONRF1 LRIG2 LUZP1 LY9 MAGED1 MAVS MCF2L MEF2C MFHAS1 MIDEAS MIOS MLF2 MLX MTMR9 NAALADL2 NFATC3 NKIRAS2 NUDT12 NUP58 NXF1 OMD ORAI2 OSBPL3 PABIR1 PAG1 PALD1 PATJ PCDHGA1 PCDHGA10 PCDHGA11 PCDHGA12 PCDHGA2 PCDHGA3 PCDHGA5 PCDHGA7 PCDHGA8 PCDHGA9 PCDHGB3 PCDHGB7 PCDHGC3 PCDHGC5 PCNX1 PHKG2 PLEKHG4B PLXNA4 PPARGC1B PPM1F PPM1H PPP1R12A PRPF40B PRR14L PTGS2 PTPRCAP RAB8B RAB9B RALGAPA2 RASGRP1 RB1 RBFOX1 RBM14 RCAN2 RCN1 RCSD1 RFX7 RHBDL3 RICTOR RNF213 RPRD1B RPS6KL1 RRP36 RUNX1T1 S1PR2 SCAMP2 SEMA6A SERPINB2 SGPL1 SGSM2 SLC17A7 SLC26A9 SLC2A10 SPRED3 SRSF6 SRXN1 STAU2 STIM1 STK40 STOX2 STRADA SUSD2 TBC1D16 TMEM164 TMEM268 TOR4A TRAPPC9 TREM1 TSPOAP1 UBE2I UBN1 UBQLN1 UGGT1 URM1 UTRN UVRAG VAV3 ZDHHC3 ZDHHC9 ZMAT2 ZNF230 ZNF276 ZNF33B ZNF366 ZNF557 ZNF587 ZNF761 ZRANB2 MIR4649_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4649_5P DCLK1 GALNS GART MEX3C PDSS1 PPP2R5B RSPO4 SH3GL1 MIR4650_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4650_3P ABHD3 ACVR1C AKT3 ALG8 APBB2 ARIH2 ARRB1 ATP5PB BCORL1 C12orf29 C1QTNF7 C2orf27A CAAP1 CAP1 CARNMT1 CCDC126 CCDC138 CD36 CDC6 CELF5 CEP135 CFAP161 CHCHD4 CLDN1 CLEC14A CLEC4E CLVS1 CNBP CNPY3 CREBL2 DCUN1D4 DENND3 DNA2 EFCAB5 EFNA2 EHMT1 EIF4G2 ELMOD2 EPHA8 ERI2 FAM78A FIGN FIGNL2 FMO2 FNDC3A FOS FOXF2 FUCA1 FUT11 GAD1 GAPT GNB3 GPC4 GXYLT1 GZMK HAND1 HLF HMGA2 HS6ST2 HSPA5 ICAM5 IL10RB IL6R JAKMIP2 LHX1 LINGO2 LPCAT3 LRRC8C LRRC8D LTBP1 LZTS3 MAP3K1 MBNL3 MC2R MCU MEGF10 MFAP3 MMS22L MPC2 MSI2 NBN NCOA5 NDUFA12 OAF OLFM3 OLR1 PARP15 PDE2A PHLDA2 POU2AF3 PPP1R15B RAB9B RDH10 RIMOC1 RNF180 RNF6 ROBO2 SCN3A SDE2 SEC24D SEPTIN7 SESTD1 SLC25A23 SLC25A27 SLC39A8 SLC41A1 SLC43A1 SLC6A4 SLC9A6 SNX6 SPAG1 SPATA2 SPRYD4 SRGAP2C SRSF9 STAG1 STX3 SYT14 TBCEL TBP TCF7L2 THOC2 THSD7A TRIM41 TRIM45 TRIM71 TRPA1 TTC3 TXLNG UBL3 UBN1 UHMK1 UNC13C UTRN WNT2B ZBTB8B ZFAND5 MIR4650_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4650_5P AGPAT3 ATP2B4 B4GAT1 BAG5 C1GALT1 CALM3 CALR CAP1 CARM1 CARNS1 CDC25B CEP152 CEP162 CLEC6A CPA4 CSF3R DKC1 DLD DLL3 DNAJC5B DPP6 DYSF ESCO1 FAM222A FERMT2 FGF14 FMR1 HIP1R HTR3A ILRUN ITGB1BP1 KCNH5 LHFPL5 LYPD6 MAGIX MECP2 MOSPD2 MSMO1 NAT8L NEO1 NKAIN3 NTNG1 PCDH10 PHF19 PHF20L1 PITPNM2 PMEPA1 POF1B PPP1R1B PRKG1 PRSS12 RAI1 RTF1 RTKN2 SAMD4A SELENOT SERPINB12 SH2B3 SLC12A5 SLC35A4 SLC37A2 SLC43A3 SLC7A6 SLCO1B1 SMIM8 SPTBN4 SRCAP SRL STPG1 TAB3 TMEM51 TYRO3 VWA8 ZHX1 MIR4651 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4651 A1CF AAK1 ABCC12 ACTR1A AIPL1 AK2 AQP2 ARRB1 ASIC1 ATF7 ATP1B2 BCAM BSN C19orf53 CALB2 CARM1 CASTOR2 CCL21 CDKN1A CDSN CELSR2 CFAP251 CHRM1 CHST14 COX15 CPLX2 CRHR1 CSRP1 CUX1 CYP2W1 DAGLA DDA1 DDN DLX3 DMWD DNAJB5 DNAJC8 DVL3 EEF1A1 EFNA5 EGFR ELAVL3 ELN ENTPD2 EPHA8 EPN1 FAM107A FAM177B FAM219A FBXO46 FCRLA FGD4 FNDC10 FOXI1 FOXO4 FOXP4 FZD4 FZD8 GFAP GIT1 GNG4 GORASP1 GP6 GPX3 GRAMD4 GRIN2A HIVEP3 HYOU1 IGFBP5 IGLON5 IQSEC2 IQSEC3 ITPKB JADE2 KCNC4 KCNH1 KCNK9 KIF21B KLF16 KLK6 KMT2D KPRP KSR2 LDB3 LHPP LHX6 LIMD2 LMOD1 LRRC32 LSMEM2 MAB21L2 MAP3K13 MDGA1 MEOX1 MEX3A MKNK2 MMP24 MSI1 MUC3A NACC1 NALF2 NAV2 NECTIN1 NEUROD6 NFIC NFIX NHERF1 NKD1 NME4 NOVA2 NPTXR NR4A1 NTSR1 OLFM2 ONECUT2 PARVB PATZ1 PAX5 PCDHGA1 PCDHGA10 PCDHGA11 PCDHGA12 PCDHGA2 PCDHGA3 PCDHGA5 PCDHGA7 PCDHGA8 PCDHGA9 PCDHGB3 PCDHGB7 PCDHGC3 PIERCE1 PIGL PITPNM2 PIWIL3 PLD3 PML PODXL POU4F1 PPP1R9B PRAF2 PRIMA1 PRPS1 PTPN14 RAB25 RAI1 RASL10B RAVER1 RC3H1 RCVRN RFX1 RGS6 RHBDL3 RHOF RIMBP2 RSPRY1 RTN4R SARDH SCN2B SCRT1 SEPTIN9 SGCD SGSM2 SH3BP4 SIX3 SLC1A7 SLC45A3 SLC48A1 SLC7A8 SLC8A2 SNX19 SNX20 SOD3 SOX12 SPRY4 SPTBN4 SRCIN1 SSBP3 SSH3 SYNGAP1 SZRD1 TBC1D16 TBX6 TFAP4 TMCC3 TMEM61 TOM1L2 TTBK1 TTYH3 TWIST2 VAT1 VSTM2L WFDC5 WFIKKN2 WIPF2 YY1AP1 ZBTB7A ZBTB7B ZC3H7B ZMYND11 ZNF385A ZNF584 ZNF609 MIR4652_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4652_3P A1CF ABCB1 ACVR2B ACVRL1 ADAL ADAM12 AGO1 AHSA2P AKAP10 AKAP5 ALG13 ALOX15B ANK3 ANKRD17 ANKRD29 ANKRD50 ANKS1A APOBEC3F ARHGEF12 ARL5B ARRDC4 ASB8 ASH1L ASXL2 ATP11C ATP13A3 ATP5F1A B4GALNT3 B4GALT1 BCL11A BICD2 BMPR2 C11orf87 C17orf100 C17orf49 C2orf88 C9orf72 CACNA2D2 CACNB4 CARF CARNMT1 CCDC180 CCDC191 CCL20 CCN1 CD226 CD84 CDC14B CDC7 CDH17 CDH7 CDK19 CENPJ CEP135 CIBAR1 CLDN16 CLEC7A CNKSR2 CNNM2 CNOT4 COL10A1 COL11A1 COL19A1 COX15 CPEB2 CPNE8 CREB3L1 CREBRF CRPPA CRYBG3 CSTF2 CTDSPL CTNNA3 CTSS CYCS DCLRE1C DCUN1D1 DDX60L DEK DENND1B DENND6A DIP2B DIPK1A DISC1 DKK2 DMRT1 DMTF1 DNAH5 DOCK2 DOK6 DPY19L2 DTWD2 ELF1 ELFN1 ENTPD1 EPHA4 ERO1B ETNK1 FABP7 FAM169A FAM241A FBXO33 FBXW10B FGB FMO5 FMR1 FXYD6 GASK1B GGNBP2 GNA12 GOLM2 GOLPH3 GOLT1B GPC6 GPHN GPLD1 GPR180 GRIK4 GRK3 GTF2I GTF3C4 GTPBP10 GUCY1A2 GYPA HACL1 HAPLN1 HERPUD2 HIPK2 HOGA1 HS3ST5 HTR7 HYAL4 ICA1 IFRD2 IGF2R IKZF3 IL1RAP ING3 ITSN2 KCNAB1 KCNC1 KCNG3 KCTD12 KCTD3 KCTD9 KDR KIAA0825 KLHL5 LANCL2 LEMD3 LILRB4 LPP LRIG1 LRP3 LSM14A MARCHF6 MARK1 MATCAP2 MBNL3 MBOAT2 MEF2C METTL9 MMP24 MORC3 MORF4L2 MOSPD1 MRPS14 MSANTD2 MSR1 MTOR MYC MYRFL MYRIP NCOA1 NCOA3 NDEL1 NHS NIPA1 NKAIN2 NLGN1 NOX4 NPEPPS NPR3 NR1H2 NSF NSRP1 ONECUT2 OSTF1 OTUD4 OTULINL P2RY14 PAK3 PARP12 PCDHGA1 PCDHGA10 PCDHGA11 PCDHGA12 PCDHGA2 PCDHGA3 PCDHGA5 PCDHGA7 PCDHGA8 PCDHGA9 PCDHGB3 PCDHGB7 PCDHGC3 PCDHGC5 PCTP PDE1C PDGFRL PDLIM5 PDS5A PGM3 PKN2 PLAA PLAAT3 PLCL1 PLN PLXNA2 POLR1F POU1F1 POU2F2 POU3F2 PPP3CA PRKG1 PTGS2 PTPN12 PTPRZ1 RAB14 RAB3B RAB8B RALGPS2 RAMAC RASAL2 RASSF8 RBMS3 RC3H2 RELN RFX3 RGS13 RINT1 RPRD1A RSPH4A SBF2 SELENOF SEZ6L2 SLC13A1 SLC15A4 SLC1A5 SLC24A2 SLC29A1 SLC30A4 SLC30A7 SLC36A4 SLC38A1 SLC38A6 SLC4A4 SLITRK4 SNAPC1 SOSTDC1 SP100 SP4 SREK1 SSX2IP STARD9 STK26 STON2 SYTL5 TBL1XR1 TCEANC TCF12 TCF4 TEK TERF1 THBD TJP1 TLL2 TLR4 TM9SF2 TMEM161B TMEM196 TMEM218 TMEM67 TMTC4 TNFSF10 TNPO1 TNRC6B TOB2 TRIM39 TRIQK TRMT12 TRPA1 TSR1 TTC28 TWIST2 U2SURP UHRF2 UPF3A USP15 USP34 WDR26 WDR35 WNK3 WWC1 XKR4 YY1 ZBTB20 ZBTB6 ZDHHC21 ZFHX3 ZFP28 ZFP36L2 ZFP90 ZFR ZFX ZNF146 ZNF160 ZNF287 ZNF3 ZNF419 ZNF445 ZNF462 ZNF485 ZNF547 ZNF576 ZNF652 ZNF658 ZNF684 ZNF75D ZNF805 MIR4652_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4652_5P ATF6B BBC3 BNC2 CABYR CD19 CDH4 CLEC17A COG5 DNAJC15 EPB41L1 FIGNL2 GJB1 IP6K2 ISCU KCTD15 KIAA0040 MXRA8 PIP5K1C PPP1R9B PSMD5 RND1 SHISAL1 SIDT1 SLC25A32 SLC35F1 SLF2 SNX20 STIMATE TRAM1 TTLL5 USP3 VTI1A WDR72 ZFTA ZNF285 ZNF664 ZNF714 MIR4653_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4653_3P ACTR1A AHCTF1 AHR AP1S3 AP3S1 ASPH BMAL2 BZW1 CADM2 CALCR CFAP52 CFAP53 COL3A1 CXXC5 CYCS EXO1 EYS FAM171A1 GLUL GNG2 GNPTG IGF2BP2 KIRREL1 KRT40 LRRN3 MAK16 MLLT11 MSL1 MYO3B MYRF NIPBL PCDHB3 PCNP PGBD4 PNPLA8 PPP2CA PPP4R3B PURA RBFOX2 SAMD9 SKIC3 SLC2A1 SUMO1 TAF1 TBC1D12 TK2 TMEM200A TRIM27 TSLP USP15 WDR11 XPO7 YAE1 ZNF250 MIR4653_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4653_5P AHCYL1 AMN1 ANKFY1 ANKRD53 APIP AQP5 ARID2 ARID4A ASXL3 BMP2 BNC2 C1QTNF5 C1orf21 CALB2 CAMK1D CCM2 CD4 CEACAM6 CEMIP CERCAM CFAP65 CHST14 CMTR1 CNOT9 CNTN4 CPS1 CYP8B1 DCUN1D5 DEFB132 DHCR24 DSCAML1 EGR2 EIF3J EPHB2 ERLIN1 ERP27 FAM124A FMNL3 FOXC1 FOXJ2 G6PC2 GABRR2 HES5 HHEX HIC2 HIF1A HOMER1 HYCC2 IRGQ JMJD8 JPH4 KAT6A KCNIP1 KCNJ12 KCNQ3 KLF12 KRTAP8-1 LIPT2 LRRC3 LVRN LYRM9 MAPK1IP1L MARCHF6 MBD6 MEA1 MFRP MLLT11 MTX3 MXD1 NCOA7 NLRP2B NLRP5 NPAS3 NUBP1 NUDCD3 NYAP2 OSBPL3 P2RX7 PDS5A PEA15 PIAS1 PLEKHG4 PLPPR4 PLXNA4 POMGNT1 PPP1R3G PPP2R3A PPP4R1 PTPN12 RASSF6 RIPK1 RMI2 RNF222 RORC RPE65 RUBCN SAR1B SDF2 SEC14L3 SEMA3G SET SGCB SGO1 SH3PXD2A SLC14A1 SLC16A8 SLC24A4 SLC35C2 SLC44A1 SSBP4 ST8SIA5 STARD5 STK4 SZRD1 TACR2 TBC1D5 TMEM116 TMEM120B TMEM144 TMEM154 TMEM241 TNFAIP3 TNFRSF10D TRABD2A TREM1 TSHZ1 TTC17 TXNIP UBE2E3 UMODL1 UPF1 VASN VAV3 WBP1L WDFY2 WDR48 WIPF3 ZBED4 ZDHHC21 ZEB1 ZFX ZFYVE26 ZNF12 ZNF248 ZNF322 ZNF398 ZNF544 ZSCAN12 MIR4654 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4654 ABI2 ACACA ACAN ALDH6A1 ANKRD49 AOC3 AP1G1 ASPH BLOC1S5 BTNL8 COL19A1 CYP8B1 DBT DDIT3 DNAJA2 ELAVL1 ENSG00000255537 ERMN FAM131B FBXO36 H6PD HSF2BP KCNB1 KIF13A MARCHF7 MEF2C MMP25 MUC7 MYO19 NXPE1 OSER1 PARP15 PAXBP1 PDZD2 PIK3AP1 POLDIP2 POU5F1 POU5F1B PUS7L RAG2 RELN RNF123 ROBO2 SLC25A23 SLC28A1 TMEM221 TMEM41B TRDMT1 TSHZ3 UBE2H USP3 USP48 ZNF107 MIR4656 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4656 ADCY10 ADGRD1 ADIPOR1 ANTXR1 ARID3B ARNT2 ATP2B2 BAZ1B BEND6 CABP7 CCDC13 CD79A CDH6 CLIP2 CMKLR1 CNKSR2 CRISPLD1 CYP26B1 EFCC1 EIF5 ENTPD2 ERBB2 ERI3 FBXL18 FBXO17 FNIP2 GIPC3 GPR39 GPR84 GSG1 HDAC6 HTR6 ITM2C JADE2 KIAA0930 LAPTM5 LARP1 MBNL2 MBTD1 MDGA1 METRN MGAT4A MKX MLLT6 MOBP MYSM1 NAA80 NANOS2 NATD1 NCK1 NFIX NIPSNAP1 NKAIN2 NPY P2RY2 P4HA2 PAK5 PCSK5 PDAP1 PHF19 PHF24 PLEKHA5 PLEKHM3 PLXDC2 PML PUM2 RGMA RIPK1 RMND1 RPS6KA2 RUNX2 SASH1 SDAD1 SDC3 SELENON SHFL SKIL SLC25A19 SLC9A5 SOGA1 STK40 SYNDIG1L SZRD1 TAB2 TAGLN TCF12 TCHH TJAP1 TMBIM1 TMCC3 TNS4 TRAM2 TSPAN18 TSPAN7 TTYH2 UBAP2L UQCRC2 USH2A VDR WARS1 WNT5A ZNF341 ZNF609 ZNF671 ZNF704 ZNF705D ZNF787 ZNRF1 ZSWIM5 MIR4657 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4657 ABHD17C AFF4 AGTR1 ALCAM ANXA7 APLF ASPH ATP8B4 C6orf120 C8orf34 CA8 CCDC6 CCNT2 CKLF CLTC CNIH1 DISC1 DNAJA2 DYNC1I1 FAM222B FZD6 GATAD1 GLCCI1 GMEB1 GRIN2D GSPT1 HIVEP2 HMCN1 HTR5A IP6K2 KIAA1671 KLC4 LATS2 LIPG LRRTM2 MAPKAPK5 MID1 NIPSNAP2 OCLN OR11A1 PAXBP1 PDCD6IP PHIP PLEKHB2 PLPPR5 PRPF4 PYGO1 RASA1 RGS4 RMDN2 RORA RPL26L1 SANBR SEMA6A SIGLEC8 SOX10 SPACA7 STEAP3 TFB1M TMEM132B TNFSF15 TRIP13 TTI2 USP15 VBP1 WNK1 YOD1 YWHAQ ZDHHC15 ZFP36L1 ZNF532 ZNF548 MIR4658 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4658 APELA APOBEC3D ARID5B ARPP21 CDC14A CNMD COL15A1 CPM EHHADH ERICH3 FOXI2 GDAP2 GDF6 GOLGA1 HADH IDH1 INS-IGF2 KALRN KLHL11 LONRF1 LRPPRC LYPLAL1 MALT1 NLGN4Y NRN1 NSD1 OLA1 PDE1A PHF20L1 PLXNA4 PRELID1 PRKCQ PTHLH RASSF9 RIMKLA RSRP1 SERPINA5 SLC2A2 SLC35F4 SOAT1 STK39 TASOR2 TCF20 UBA3 WLS ZCCHC2 ZNF772 MIR4659A_3P_MIR4659B_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4659A_3P_MIR4659B_3P AAK1 ABCA1 ABCA12 ABHD5 ABLIM1 ACADSB ACSM2A ACSM2B ADAMTS6 ADGRA2 ADGRL3 ADIPOR1 ADK ADORA3 ADTRP AFF1 AFG1L AGAP1 AGO1 AJAP1 AKAP6 AKAP7 ALDH1B1 ALK ALKBH8 ALS2 AMER1 AMMECR1 ANK3 ANKRD12 ANKRD17 ANKRD30A ANKRD34B ANKS1B ANP32A ANTXR1 ANXA5 AP1M2 APCDD1 APELA ARFGEF3 ARGFX ARHGAP20 ARHGAP21 ARHGAP26 ARHGAP28 ARID2 ARID4B ARL13B ARL17A ARL5A ARMCX3 ARNT ARPC5 ARPC5L ARRB2 ASCC3 ASCL1 ATP2B2 ATP5IF1 ATP8A2 ATXN7 B4GALT6 BACH2 BAGE2 BAZ1B BHMT BICD2 BMPR1A BRCC3 BRPF1 BRWD3 BTG4 BTRC C11orf58 C11orf87 C15orf40 C17orf75 C1orf141 C21orf91 C2orf83 C8orf44-SGK3 CA10 CA3 CACHD1 CACNA1C CACYBP CADM2 CALB1 CALCRL CAVIN2 CCDC141 CCDC144A CCDC15 CCDC32 CCDC39 CCDC6 CD28 CD47 CD55 CD58 CD83 CDC14A CDH18 CDK2AP1 CDK6 CDKL1 CDKL5 CDYL CELF4 CERK CERS6 CHCHD7 CHD6 CHD9 CHL1 CHST11 CHST2 CHSY3 CHTOP CHUK CLRN1 CMIP CMTM4 CNIH4 CNOT2 CNR1 CNTLN COA5 COL4A1 COL4A4 COL8A1 COL9A1 COX19 CP CPD CPEB2 CPEB3 CREBBP CREM CRIM1 CSGALNACT2 CSNK1G1 CTNND2 CUL4B CUTC CXCL13 CXXC4 CYBRD1 CYSLTR1 CYTL1 DACH1 DACT2 DBX2 DCAF7 DCC DCLK1 DCTN4 DDB1 DDI2 DDX4 DDX6 DEPDC5 DESI2 DGKK DIAPH2 DIO2 DIXDC1 DKC1 DLG2 DLG3 DLGAP1 DNAI7 DNAJB4 DNAL1 DOP1B DPP10 DSE DTWD2 DUSP19 EBF1 EDEM1 EHF EIF3H EIF4EBP2 EML5 EN2 ENAH ENOPH1 ENTPD1 EPHB1 ERBIN ERCC6 ERGIC2 ERLIN2 EXO1 EXOC5 EYS FAM117B FAM168B FAM199X FAM98A FBXL5 FBXO32 FBXO34 FBXO45 FFAR3 FLVCR2 FMR1 FNIP2 FOXF1 FRMD3 FRMD5 FSD2 FST FUT9 FXR1 GABPA GABPB2 GABRB3 GABRG1 GATA3 GEN1 GIPC2 GK GLIPR1 GNAL GNPDA1 GOLIM4 GPATCH2L GPR179 GPR85 GPR88 GRAMD1C GRID2 GSK3B GTF2A1 GTF2H1 GUCY1A2 GXYLT1 HAS2 HBEGF HCFC2 HDAC9 HECW2 HELZ HIF1A HIPK2 HMCN1 HOOK3 HPCAL4 HPSE2 HS2ST1 HS3ST4 HSCB HTR2C ICA1L ICE2 ID4 IDO2 IFNAR2 IFRD1 IFT81 IGDCC4 IGSF1 IKZF2 IKZF3 IL1R1 IL22RA2 IL36RN ILDR1 ILRUN ING3 ING4 INTS10 ITGA9 ITGBL1 ITM2B ITPR2 ITPRID1 JMY JPH1 JPT1 JTB KANK4 KATNA1 KATNAL1 KCNA1 KCND2 KCNK2 KCNQ3 KCTD11 KCTD5 KCTD9 KDELR1 KDSR KITLG KLF7 KLHL42 KNG1 KPNA1 KRAS KRT25 KRTAP3-2 LAMC1 LARP4 LCT LGALSL LHX8 LIFR LIN7C LINC01517 LMLN LMO4 LPAR1 LRCH1 LRIG2 LRP6 LRRC17 LRRC2 LRRC8B LYRM2 MAF MAML1 MAN2A1 MAP1B MAP2K6 MAPK9 MARK1 MATCAP2 MBNL1 MBNL3 MBTPS2 MCTS1 MDGA2 MED19 MED4 MEDAG MEF2C MEIS2 METAP1D METTL4 MEX3B MIGA1 MINAR1 MKLN1 MLLT10 MLLT3 MMD MMS22L MOB1B MOB3B MON2 MORF4L2 MPRIP MSI2 MSL2 MTAP MTDH MTF1 MTMR6 MTR MTUS1 MTX3 MYOCD NABP1 NAGK NCAM2 NCBP3 NCK1 NDST3 NEFH NETO1 NEUROD1 NEXMIF NFIX NHS NIPA1 NLK NLRP2B NLRP8 NMT2 NPR3 NPTX1 NPY2R NR5A2 NRG1 NRG3 NRK NTM NTRK2 NXPE3 OCA2 OLFML2B ONECUT2 OPRPN P2RY1 PABIR2 PABIR3 PAFAH1B2 PALMD PALS2 PAN3 PAPPA PASK PATZ1 PCDH15 PCDH17 PCDHB12 PCYOX1L PDE6C PDK4 PDPK1 PDS5B PDSS2 PDZK1 PFKFB2 PFN4 PHACTR1 PHACTR3 PHACTR4 PIK3CA PIK3R1 PIKFYVE PINX1 PLCB1 PLEKHA8 PLEKHG7 PLEKHH1 PLOD2 PLPPR1 PLXDC2 PLXNA4 PMCH PNMA2 POLD3 POTEA POU2F1 PPM1N PPP2R1B PPP2R2C PPP3CB PPP4C PRDM1 PRG4 PRKACB PRKCB PRKX PRRG4 PRRX1 PRSS35 PRTG PSD3 PSG11 PSG2 PSG6 PSG9 PSMC6 PSMD10 PTBP3 PTCD3 PTGER3 PTPN11 PTPN4 PTPRD PWWP2A QPRT QTRT2 RAB14 RAB27B RAD51B RAG2 RALGAPB RANBP3L RANBP6 RAPH1 RASGEF1B RBIS RBM11 RBM18 RBM26 RBM27 RBM41 RBMS3 RGS7 RIC8B RIMKLB RIPK2 RIT2 RNASE6 RND3 RNF170 RNF182 RNF217 RNPC3 ROBO2 RPRD1A RREB1 RSF1 RSPO3 RUFY3 S1PR3 SAMD4A SAMD8 SBSPON SC5D SCFD1 SDR16C5 SEMA3A SEPTIN10 SERPINE2 SETBP1 SETD7 SFPQ SGK3 SH3BP4 SH3TC2 SHANK1 SKIL SLC16A10 SLC17A8 SLC35F5 SLC35F6 SLC35G3 SLC38A9 SLC40A1 SLC4A10 SLC4A4 SLC5A3 SLC5A7 SLC7A14 SLC8A1 SLC9A6 SLITRK6 SMG1 SMO SMOC1 SMPD3 SNAPC1 SNX13 SP3 SPP1 SPRED1 SPRY3 SPTBN1 SPTY2D1 SRCAP SRP19 SRP68 SRSF9 SSBP2 SSH2 ST8SIA4 STAG1 STIM2 STK17B STOML3 STRAP STXBP5L SUV39H2 SUZ12 SV2C SYNCRIP SYT11 TAB2 TAB3 TAFA1 TBC1D15 TBK1 TC2N TDG TDRD3 TEAD1 TENM1 TENT5A TEPP TET3 TFF2 THAP12 THBS1 THEMIS2 THG1L THRB TIAL1 TIAM1 TLCD2 TMEM106B TMEM132B TMEM236 TMEM74 TMEM87A TMF1 TNFAIP3 TNFAIP8 TNFRSF6B TNFSF10 TNFSF13B TNFSF4 TNRC6B TNRC6C TNS1 TOX3 TOX4 TPGS2 TRAF3 TRAF6 TRAPPC2L TRHR TRIM24 TRIQK TRPM7 TSHZ2 TSLP TSPAN5 TTC14 TTC23 UBE2QL1 UBN2 UBR5 UNC13B UNC13C UNC80 UNK USP13 USP30 UTRN VGLL2 VNN1 VPS33A VPS37A VPS4B VPS53 VTI1A WASHC4 WASL WDR26 WDR64 WDR7 WDR77 WTAP YBX1 YES1 YOD1 ZBTB10 ZBTB39 ZBTB8A ZC3H12C ZC3H14 ZCCHC17 ZDBF2 ZDHHC21 ZEB2 ZFAND5 ZFP91 ZIC5 ZKSCAN1 ZMAT1 ZMAT4 ZMPSTE24 ZMYND8 ZNF148 ZNF160 ZNF197 ZNF211 ZNF212 ZNF254 ZNF276 ZNF277 ZNF287 ZNF445 ZNF518A ZNF518B ZNF606 ZNF704 ZNF705D ZNF718 ZNF81 ZNF84 ZNHIT6 MIR4659A_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4659A_5P ABHD13 ANTXR1 BNC2 CAAP1 CCDC82 CDK14 CEP350 CERS2 CFL2 CKAP5 COL11A1 COX15 CSPG5 CYB5R4 CYRIB DBN1 DEK DUSP12 EIF5AL1 EPHA10 FRS2 FSD1L HMCN1 HTRA4 IFNA10 IFNA17 KCNB2 KIAA0408 KIAA0753 LMLN LRAT LRRC15 LRRFIP2 MS4A3 NQO1 NSUN7 PATE4 PDS5B POC1B PRRC1 PTCHD4 RAB6A RAB6C RAD23B RAD51D RAPGEF2 RARB RBMXL1 REPS2 RNF169 RSF1 SAMD12 SEC24A SEMA3A SH2D4B SLF1 SLITRK3 SMG1 SMG7 SOCS7 SOGA3 SOX2 SPRY2 SS18 STT3B TBL1XR1 TMEM132D TMEM72 TMX4 TSC22D2 WASHC5 WIPI1 ZBTB2 ZNF365 ZNF431 ZNF575 ZNF677 ZNF714 MIR4659B_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4659B_5P ABHD13 ANTXR1 BNC2 BZW1 CAAP1 CCDC82 CDK14 CEP350 CEP97 CERS2 CFL2 CKAP5 CLASP1 CLCN4 COL11A1 COL13A1 COX15 CRACDL CREG2 CSPG5 CYRIB DBN1 DCAF11 DEK DNM3 DUSP12 EIF5AL1 ENHO EPHA10 FEM1B FRS2 FSD1L GPNMB HMCN1 HTRA4 IFNA10 IFNA17 KCNB2 KIAA0408 KIAA0753 LBH LMLN LRAT LRRC15 LRRFIP2 MACIR MARCHF7 MS4A3 NQO1 NR4A3 NSUN7 PATE4 PDS5B POC1B PRRC1 PTCHD4 RAB6A RAB6C RAD23B RAD51D RAPGEF2 RARB RBMXL1 RNF169 RSF1 RUNX2 SAMD12 SEC24A SEMA3A SH2D4B SLC35E4 SLF1 SLITRK3 SMG1 SMG7 SMURF1 SOCS7 SOGA3 SOX2 SPRY2 SS18 STT3B TAF8 TBL1XR1 TEF TESPA1 TMEM132D TMEM72 TMX4 TSC22D2 WASHC5 WIPI1 ZBTB2 ZNF365 ZNF384 ZNF431 ZNF575 ZNF677 ZNF714 MIR466 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR466 ABCA5 ABCB1 ABI1 ACAT2 ACE ACSL3 ACTR3 ADAMTS17 ADAMTS18 ADCYAP1 AEBP2 AFF4 ALDH1L2 ANGPT1 ANKFY1 ANKRD11 ANKRD40 ANKRD45 ANO5 AQR ARAP2 ARFGEF2 ARHGAP23 ARHGAP24 ARHGEF10L ARID2 ARX ATAD1 AUH AZIN1 BAG4 BAHCC1 BAZ2B BCL6 BCLAF3 BEND6 BHLHE22 BLOC1S2 BMP10 BNC2 BRD1 BRIX1 BTAF1 BTBD3 C1orf21 C21orf91 C6orf120 C8orf34 CA8 CACNA2D1 CACNB4 CALCA CAPS2 CASP7 CCDC120 CCDC32 CCDC62 CDYL2 CENPI CEP70 CFAP43 CFAP47 CFL2 CHEK1 CHMP2B CIAO2A CKS2 CLCN4 CLEC4C CLEC4E CLOCK CLVS1 CNOT1 CNOT2 CNTN4 COL21A1 COL4A1 CPSF6 CRADD CREB1 CREBZF CRYZ CSNK1D CXCL2 CYB5A DACT1 DCLK1 DCUN1D4 DEFB134 DENND4A DGKH DIAPH2 DIP2B DIPK1C DLAT DLGAP4 DLX5 DNAJB4 DNAJC22 DOCK4 DSC3 DTL DYNC1LI1 DYNC2H1 EBF1 EBF2 EDIL3 EIF2B1 ELK4 ELMOD2 EML4 ENSG00000276759 EPB41L5 EPCAM EPHA5 EPS8L2 ERLEC1 ERMN ERP44 ETV1 EVI5 EYA4 FAM135B FAM184A FAM3C FAT3 FBXO11 FBXW7 FGF4 FMNL2 FOXJ3 FOXN3 FRY FUT9 GABPA GABRB2 GABRB3 GALNT4 GBP5 GLI3 GLUD1 GOLGA7 GOLGA8M GORAB GPR137C GPR173 GRID1 GRIK2 GRM3 GUCA1B GUCY1B1 GUF1 HDGFL3 HERC2 HMGXB4 HNRNPA1 HOMER1 HYCC2 IARS1 IL17C IL36G INO80D INTS14 INTS2 IRS1 ITPRID2 JAG2 JAK1 KBTBD2 KCNMB2 KCNQ3 KCTD7 KCTD8 KDM2A KDM6A KHDRBS2 KIF3B KIT KITLG KLC1 KLF15 KLF7 KLHDC1 KLHL23 KLHL3 KLHL9 KRIT1 KRTAP24-1 L2HGDH LAMB4 LEMD3 LGI1 LIN28B LMO7DN LRP4 LRRC34 LRRIQ4 LRRTM4 LYAR MACF1 MAGEA2 MAGEA2B MAGEB16 MAP1LC3B MAP3K15 MARCHF6 MAX MBIP MECP2 MERTK METAP1 MEX3B MFSD6 MGAT4A MLLT3 MOSPD1 MPDZ MRS2 MSL1 MYO9B NAA16 NANP NAP1L2 NET1 NHS NIN NLK NR1D2 NR2C2 NR3C1 NREP NSG1 NUBPL NUFIP2 NUP62CL NUS1 OSBPL11 PAIP1 PAXBP1 PCBP1 PCDH18 PCMT1 PCSK2 PCSK5 PDGFRL PDIK1L PDLIM5 PDS5A PEX5 PGAP1 PGS1 PHF13 PHIP PIBF1 PIK3CA PIK3CB PIK3R1 PITPNC1 PKD2 PKN2 PLCB4 PLCXD1 PM20D2 PNRC1 POLR2F PPAT PPFIA2 PPIL6 PPM1A PPM1K PREX2 PRKAA2 PRLR PROX1 PRPF39 PSD3 PSIP1 PTEN PTPN4 PTPRR PWWP2A R3HDM1 RAB31 RAB6B RAB9A RALGAPA1 RANBP9 RAPH1 RASA1 RBAK RBM12 RBM25 RBP3 RBPJ REV3L RGS4 RICTOR RIMKLB RNF216 RNF34 RNF44 RPAIN RPEL1 RPS6KA3 RUNX2 SDC2 SEMA6D SERP1 SERTAD2 SESN3 SFRP1 SGIP1 SGTB SHPRH SIRT5 SLC26A7 SLC30A5 SLC44A1 SLC44A5 SLC45A2 SLC6A1 SLC9A6 SLF2 SMAP2 SMC6 SNAP23 SNAP91 SNRPD1 SOCS6 SORL1 SOX21 ST8SIA4 STEAP2 STK3 STXBP3 STYK1 SVEP1 SYBU SYNJ1 SYT4 SYTL2 TBC1D12 TBK1 TFAP2A TGFB2 THUMPD2 TLR6 TMCC1 TMCO1 TMED10 TMEM108 TMEM167B TMEM196 TMEM39A TMPRSS12 TMPRSS15 TMX1 TNFRSF19 TNPO1 TNRC6B TNRC6C TNS1 TOP1 TOX3 TRA2B TRIM33 TSHZ1 U2SURP UBE2Q1 UBE3A UBR1 UBR5 UBTF UCK2 UNKL USP3 USP33 UTY VAMP2 VAV3 VAX1 VIP VSTM2A WDR26 WDR47 WRNIP1 XIRP2 XRN1 YEATS2 YTHDC2 YWHAB YWHAE YWHAQ ZBTB14 ZBTB5 ZC3H12C ZC3H6 ZCCHC24 ZEB1 ZFAND5 ZFHX3 ZFY ZNF230 ZNF326 ZNF334 ZNF367 ZNF415 ZNF518B ZNF519 ZNF670 ZNF680 ZSWIM5 ZSWIM6 ZYG11B MIR4660 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4660 ACIN1 ACTR1B ACVR2A ADGRG1 AGAP2 AGXT AMOT ANO6 ARL17A ARL5A ARMC2 ASCL2 ATP1B4 ATXN1L BACH1 BACH2 BCL9 BIRC5 BPIFB2 CA8 CACNA2D2 CACYBP CBR1 CCDC103 CCL13 CCL18 CENPI CFLAR CHDH CHST3 CLASP2 CLUH CNTNAP4 CRELD2 CSPG4 DGKG DNAH5 DPP10 DVL1 EEIG2 EGLN2 EGR2 ENTREP3 EYA3 FAM171A1 FBLN1 FCHSD2 FDX2 GOLGA8H GOLGA8J GOLGA8M GPATCH2L GPR45 GRIN2A GXYLT1 HERPUD2 HIGD1A HOXC8 HRAS HS3ST4 IGDCC4 IKZF2 JPH1 KCNA6 KIF16B KIF21B KLHL15 KMT2A KPNA3 LDHA LIN28B LIN7A LRRC49 LRRN1 LUZP1 MAP3K13 MAP3K4 MAP4K4 MECP2 METTL14 MLIP MSI2 MYO18A NACC2 NCALD NPTXR NSUN2 NXPH1 PALM2AKAP2 PDE4D PDPK1 PHF24 PHTF2 PIK3R1 PLA2G15 PLPPR1 PPARGC1B PPP3CA PRRC2B PSMA8 PSMB5 PSMF1 PTGFRN PURB RAD9A RBM15 RIC8B SCAMP2 SCN4B SH3BP5 SIRT3 SKIL SLC25A12 SLC26A1 SLC26A4 SLC35D1 SLC39A1 SLC39A11 SNX27 SYT14 TAX1BP1 TCP11X2 TIFAB TIMP3 TKFC TMOD1 TNPO1 TNRC6B TRIO TSPAN5 TUBB4A UBE2V2 VAPB VGLL3 WAC YAF2 ZMYND11 ZNF22-AS1 ZNF48 MIR4661_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4661_3P ABCA10 AMACR C1orf198 COL5A3 CPB2 CPLX2 DAZAP2 ENOX2 GMEB2 GTF2H1 HERC6 HLA-DMB HOGA1 KDM5C MLEC MUC7 NAPG NDE1 NUDCD2 ORC6 PHF8 PPP1R3B PRKAB2 PTPRF SENP3 SLC25A23 SLITRK3 STIM1 TFB1M TM9SF3 TTC9 ZBTB38 MIR4661_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4661_5P ATP10B BNIP2 BTBD1 CCNB1 CDYL CNTN4 CTDSPL2 DEPDC1 DMXL2 EED EPHA7 GABRG2 GDAP2 HDGFL3 HERPUD2 HOMER1 KIAA1143 LMNTD1 NCOA4 NFIB NKTR ODAM OSBPL3 PARVA PCMTD1 PLS1 PRKAA1 PSMA8 RAD21 RAPGEF5 REXO2 RPEL1 RSBN1 SAR1B SF3B1 SNAP25 SRGAP2B SRGAP2C USP54 MIR4662A_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4662A_3P ARID2 ARID3B ASB5 ATP2C1 C14orf28 CCDC178 CDH7 CFAP300 CFAP95 CFDP1 COL19A1 CUL2 CYB5B DCLRE1B DLC1 DMXL1 DRD1 EMC3 ERAP1 FAXC GEM GOLPH3 GPR182 GUCY1B1 KAT6B KBTBD2 KCNC2 KCNQ3 KCTD16 KLHL24 KRTAP4-2 MBD4 MBNL2 MEOX2 MGAM2 MINDY2 MS4A1 NAB1 NRG1 OSBPL8 PHACTR4 PLAGL1 PRDM1 PTPN21 PTPRC RAB12 RABL3 RBP4 RLIM SDCBP SHANK2 SLAMF7 SLC25A4 SLC35D3 SLC35E4 SOX6 SPX STAT3 TEX10 TFB1M TRIM33 TRIM35 TRNT1 USP38 VWA5A YTHDF3 YY1 ZNF451 MIR4662A_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4662A_5P AASDH ABHD17B ACBD6 ADGRV1 AGFG1 ANKRD42 ANKRD50 ASB5 BCL2L15 C20orf85 CAMTA1 CCDC141 CCNA2 COL6A5 CPS1 CREBL2 CSF1 DAW1 DNAJB4 DNM3 DROSHA DUSP6 EEF1E1 EFCAB2 EID1 ENSG00000255537 EPHA3 EPM2AIP1 EPN2 FEM1C FER GABRB2 GBP3 GLT6D1 GMCL1 GUCY1A2 HAL HNRNPH3 IGF2 ING3 INTS6 IQGAP3 IRGQ IRX3 LRRC8E MDM4 MLANA MSN MTPN NBR1 NCBP3 NFE2L2 NIP7 PANX1 PCDHB9 POLQ PPP1R9A PTAR1 PTEN PTP4A1 PURG RAB27B RAB4B RHOT1 SERAC1 SF3B5 SLC39A9 SMURF2 SOBP SPATA46 SPRED1 SRP14 SRSF1 STAMBP STK32A STRA6 TBC1D7 TCTN3 TMEFF2 TMSB4Y TRPM1 USP9X WNT9B YY2 ZDHHC17 ZDHHC21 ZNF124 ZNF827 ZNF850 ZYG11B MIR4663 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4663 ABCG2 AFF3 AKTIP ASAP3 ATAD2B ATPAF1 BOLL BSDC1 CCDC6 CDCP1 CHRM1 COL19A1 CREB3L1 CUX1 DBX2 DNAI7 EIF3J EXO1 FAM98A FGF14 FTO FUT9 FXYD6 FYCO1 GOLIM4 GPR17 IRF6 KCNIP4 LGSN MAP6 MEIS2 MIER1 NFASC NKX3-1 NUDCD2 PAK3 PCYT1B PDIK1L PDYN PKD1L1-AS1 PKIA PRKAB1 RAC2 RPS3A SCN1B SEMA4C SESN3 SLC29A3 SMAD7 SNX4 STK19 SV2C SYNJ1 TBC1D28 TMEM174 TOP2A TRIM33 UBR1 USP24 USP3 VASH2 VEZF1 VSTM2L WFDC1 WNK3 ZNF655 MIR4664_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4664_5P AAK1 ACLY ACTR1A ADAM8 ARHGEF18 ARRB1 BCL7B CASP9 CCAR2 CCER2 CKB CLDN7 CPLX2 EFHD2 EFNA2 EVI5L FAF2 FAM234A FCER2 FECH FOXI1 FRZB GALK2 GCM1 GFAP GPRC5A HNRNPA1 IGF2 IGFBP5 IL17REL ITGB4 ITPKB KCNC4 LIMD2 LINC03040 MMP16 MPL MRTFB MYOZ3 OTOA PANO1 PFN1 POFUT1 PPARGC1A PPP1R1C PTPRH PTPRN2 RBMS2 RDX RHOH SAP30L SETD9 SFTPA2 SHISA9 SIGLEC14 SLC2A14 SLC48A1 SMR3B SOX12 SPRED3 SPTBN4 SUMO1 SYNGAP1 TBC1D16 TDRD10 TMCC3 TMEM150A TNFRSF6B TRAT1 UBE3B ULK3 UQCRB USH1G VAC14 VPS52 VSX2 WBP1L ZBTB7A ZFP3 ZNF774 ZPBP2 MIR4665_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4665_5P ABCF1 ACTB ADAR AKNAD1 APLNR ARRB1 ASB11 ATCAY ATP10B BHLHE41 BRWD3 C12orf75 CACNA1C CASKIN2 CASTOR2 CBLN1 CBX6 CCDC148 CCDC33 CEBPG CFAP418 CLEC2D CTBS CTNND2 DCLK1 DDX17 DVL3 ELOVL2 ENY2 FAM50B FBN1 FOXA3 FOXP4 G3BP2 GANAB GATAD2B GIMAP1 GRIK2 HMGB3 HNRNPAB IGF1 IGF2 IGF2BP3 IP6K3 ISL1 JAZF1 KCNJ10 KCTD20 KLHL28 KRT23 KSR2 LALBA LEFTY2 LPCAT3 LRRC28 LZTS3 MAJIN MAPK4 MECP2 MPZL2 MYCT1 NAALADL2 NALF2 NFIX NKAPL NOS1 NOVA2 NXPH2 OTOR OVOL2 PAX5 PCDHB13 PCDHGA1 PCDHGA10 PCDHGA11 PCDHGA12 PCDHGA2 PCDHGA3 PCDHGA5 PCDHGA7 PCDHGA8 PCDHGA9 PCDHGB3 PCDHGB7 PCDHGC3 PHYH PIGG PINX1 PKNOX2 POU3F2 PPM1E PPP1R3C PPP2R2D PPT2 PRKCA PTGER3 RAB11FIP5 RAB3A RAB3B RABGGTB RDX REG3A RNF10 RPAIN SAMD4B SDCBP2 SEC24A SENP6 SERTAD2 SHISA7 SHISAL1 SIAH1 SIRT2 SLC10A2 SLC25A42 SLC2A4RG SLC30A7 SLC6A17 SLC7A8 SOX7 SPAG9 SPEN SPICE1 SPIDR SPINT1 SPRED3 SPTAN1 SSC4D SSX2IP STX8 SUCNR1 SYNPR TACR1 THUMPD2 TLNRD1 TM9SF2 TTC17 TTC39C UBE2Z UPK2 VPS37D WASHC4 WDHD1 WIZ ZBTB7A ZDHHC15 ZFP36L2 ZNF131 ZNF32 ZNF444 ZNF629 ZSWIM4 MIR4666A_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4666A_3P AAK1 ABCC5 ABI1 ACSL3 ACTR3 ACVR2B ADH5 ADM ADRB2 AGR2 AHDC1 AHR AKAP12 AKAP9 AKT3 AMMECR1 ANK3 ANKRD49 AP1S3 APLF ARAP2 ARHGAP12 ARHGAP44 ARID4B ARID5B ARIH1 ARMC8 ARPP19 ARRDC3 ASAP2 ASB11 ASNSD1 ATAD5 ATP6V0A4 ATP6V1H ATRX B3GNT2 BASP1 BAZ1B BCL11A BDNF BICC1 BICD2 BMAL1 BMPR1B BMPR2 BMS1 BNC2 BPNT2 BRD1 BRDT BRF2 BTAF1 BTF3L4 C10orf88 C2orf66 C4orf33 CA2 CADM1 CAMTA1 CASD1 CBFB CBLN4 CCDC126 CCDC186 CCNA2 CCNG2 CCNY CD38 CDH20 CDK19 CDS1 CEMIP2 CEP44 CEP76 CEPT1 CFAP43 CHD1 CHIC1 CHSY3 CILK1 CLIP1 CLOCK CMTM4 CNOT6 CNOT6L CNTN5 COG5 COG6 COL19A1 CPSF6 CREB3L1 CREBRF CREBZF CRIM1 CRISPLD1 CROT CSMD1 CSTA CUL2 CYFIP1 DACH1 DAGLA DCAF6 DCAF7 DCLK1 DCLK3 DCUN1D4 DDX59 DDX60 DENND4A DGKH DMTF1 DMXL1 DMXL2 DNAAF10 DNPEP DOCK1 DOCK11 DOP1A DRD1 DYNC2LI1 E2F5 EBF3 EDIL3 EEA1 EIF2B3 EIF4A2 EMP2 EPHA7 ERAP1 EREG ESF1 ESRRG ETNK1 ETS2 EXOSC8 F3 FA2H FAM227A FAN1 FANCM FBXO33 FBXO34 FBXO38 FBXO4 FBXO43 FERMT2 FGF2 FGF7 FLT3LG FNDC3A FNDC3B FNIP1 FOXA1 FOXJ3 FOXO1 FOXR2 FREM2 FRMD4B FRS2 FSTL5 FUT9 FYTTD1 FZD3 GABRB3 GABRG1 GBP5 GDAP2 GDPD1 GNAQ GOLM2 GOLPH3 GP1BA GPC6 GPR158 GPR37 GRHL1 GRHL3 GRM3 GSK3B GTF2A1 GTF3C3 GTF3C4 GUCY1A2 HDAC4 HDAC9 HEATR5A HEATR5B HECTD2 HEMGN HERC2 HHIP HIVEP1 HIVEP2 HMGCR HMGXB4 HOMER1 HOOK3 HOXA9 HOXC8 HS6ST2 HSF2 HSPA13 HSPE1-MOB4 HTR2A ID1 ID4 IFNW1 IL23A IL6 INPP4A IREB2 IRS1 IRX3 ITCH ITGA6 ITGAV ITGB6 ITM2B JAG1 KBTBD2 KCNC2 KCNG3 KCNJ15 KCNJ3 KDM6A KDM7A KIAA0408 KIF3A KL KLF10 KLF2 KLF4 KLF5 KLF6 KMT2C KPNA4 KRAS KRBOX4 KRR1 LATS1 LCORL LIN52 LIN9 LIPG LMLN LMO4 LONRF2 LRP2 LRP6 LRPPRC LRRC1 LRRC4 LRRC7 LRRC8B LRRCC1 LSM14A LYSMD3 MACIR MALT1 MAMDC2 MAP4K3 MAP9 MARCHF6 MARK1 MAST4 MBD2 MBD5 MBNL1 MCL1 MCTP2 MECOM MED14 MEF2C MFSD14A MGAT4A MKLN1 MMS22L MNX1 MOB4 MON2 MRPL44 MRPS5 MSANTD2 MSRB3 MSTN MTPN MTRR MYCBP2 MYCL MYO1E MYSM1 NAA15 NAA16 NAA25 NAALADL2 NASP NBEA NCOA2 NDC1 NEDD9 NEK7 NEUROG2 NF1 NFYB NGDN NKTR NLGN1 NPY NR3C1 NR5A2 NRG1 NT5C2 NUDT4 NUFIP2 OLFML2B OPA1 OSBPL9 OSGIN2 OXR1 PABPC1L2B PAFAH1B1 PALLD PALS2 PAN3 PAQR3 PAXBP1 PCDH19 PCDH8 PCNP PDCD2 PDCD6IP PDE5A PDLIM5 PEX5L PHACTR4 PHIP PI4K2B PID1 PIK3C3 PIK3R4 PIKFYVE PLAG1 PLEKHH1 PLN PLPP6 PNISR PNPLA4 POLR2K PPM1A PPM1K PPM1L PPP1R12A PPP1R15B PPP1R2 PPP1R21 PPP2CA PPP2R5C PPP3CA PPP6C PPP6R3 PRDM12 PRDM2 PREX2 PRPF8 PSD2 PSD3 PSIP1 PTAR1 PTBP3 PTCH1 PTPDC1 PTPRE PUM2 PURA QKI RAB10 RAB11FIP2 RAB28 RAB2A RAB3GAP2 RABGAP1 RABGGTB RAD21 RALGAPB RAP1A RAP2C RASEF RASGEF1A RDX RFK RFX1 RFX7 RHEB RICTOR RILPL2 RIMKLB RNF115 RNF138 ROCK1 RRM2 SAMD9 SBNO1 SCAI SCAMP1 SCN2A SCN7A SELENOK SENP7 SEPTIN9 SERP1 SFRP2 SGIP1 SGK1 SGO1 SH3GL3 SH3GLB1 SLC12A8 SLC18A2 SLC25A53 SLC2A13 SLC35A3 SLC38A2 SLC4A4 SLC4A5 SLC5A7 SLC6A14 SLC6A17 SLIT2 SMARCA5 SMARCE1 SMG1 SMURF2 SNAPC1 SOAT1 SOCS6 SOGA3 SORBS1 SORCS3 SOS2 SOX6 SOX9 SPOCK3 SPRED1 SPTB SRSF1 ST8SIA4 STOX2 STRIP2 STRN STXBP5L SYNGR3 SYT1 SYVN1 TAF13 TANC2 TAOK1 TAOK3 TARP TBCA TBL1XR1 TBRG1 TCEAL9 TCF20 TCF3 TDGF1 TEAD1 TERF1 TGFBR1 THAP12 TLE4 TM4SF1 TMEM132B TMEM161B TMEM170B TMEM196 TMEM39A TMEM87A TMOD3 TMTC3 TMTC4 TMX4 TNS3 TOB1 TRAF3IP1 TRAK1 TRGC1 TRIM63 TRIM71 TRPM7 TSHZ3 TTC6 TUT4 UBE2H UBE2W UBFD1 UBN1 ULK1 USF3 USP12 USP25 USP34 UTRN VAPA VEZF1 VLDLR VPS13B VPS29 WBP4 WDR3 WDR35 WDR37 WDR7 WDR72 WIPI1 WTAP WWC1 YIPF4 YTHDC1 YY1 ZBTB14 ZBTB18 ZBTB44 ZC3H11A ZC3H12B ZC3H12C ZC3H4 ZC3H6 ZDHHC21 ZFAND5 ZFPM2 ZFX ZFY ZMYM2 ZNF136 ZNF160 ZNF236 ZNF260 ZNF273 ZNF426 ZNF521 ZNF585A ZNF597 ZNF615 ZNF652 ZNF800 ZNF85 MIR4666A_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4666A_5P ABCC9 ABHD13 ABRAXAS1 ACTN4 ADAM22 ADCYAP1R1 ADK ADNP2 AFF2 AFMID AK7 ALCAM ANAPC10 ANGPT1 ANKRD29 AP1S2 APC ARHGAP11A ARL1 ASCL1 ATAD1 BNIP3L BOD1L1 BRWD3 C1orf174 CACYBP CADM2 CAMK1D CANX CAPRIN1 CCDC121 CCNG2 CD55 CD8A CDC14A CDH11 CDK1 CDK7 CDKN2C CEP126 CERT1 CHORDC1 CHRNA3 CLEC19A CNGB3 COPA CPEB4 CRPPA DDAH1 DDX3X DHX35 DIAPH3 DIP2B DLX5 DNAJB4 DOP1A DR1 DTHD1 DYNC1LI1 E2F7 EBAG9 EGLN1 EIF1AX EIF2A EIF4A3 EIF4B EIF4G3 ELAVL1 ELF2 EMC2 ERLIN2 ETNK1 F2RL1 FAM149A FAM98A FBN1 FBXO11 FBXO5 FCHO2 FGD5 FILIP1 FNDC3B FOXRED1 FRMD4B FRY FZD3 G2E3 GAB1 GCLC GFRA1 GJA1 GLUD1 GLUD2 GOLGA6L1 GOLGA6L6 GSTCD GUCY1A2 HACE1 HAUS2 HAUS5 HIPK1 HOXD1 HTATIP2 IFRD1 IL31RA ING4 IPO7 ISM1 ITPRIPL2 JCAD KATNA1 KCNS3 KCTD16 KIAA0586 KIAA1217 KIF2A KLF3 L3MBTL1 LAMB4 LCP2 LDB2 LGSN LHFPL3 LONRF3 MAGEA9 MAT2B MED31 MEF2C MICU2 MKX MMRN1 MPP7 MTDH MYLK3 N4BP2 NAMPT NEK2 NEXMIF NIPA1 NR4A1 NSG1 NTM NTRK2 OAZ2 OXNAD1 PAFAH1B1 PAG1 PAIP1 PCBD2 PCDH11X PCDH11Y PCF11 PDCD4 PDK4 PDLIM3 PDSS1 PDXK PGM1 PHF14 PHIP PIP4P2 PPARGC1A PPP3R1 PRCP PRPF38B PSD3 PSMF1 PTH PTP4A1 PUM1 QKI QPCT RAB38 RAB5C RAP2C RAPGEF2 RFX3 RGS13 RTN1 SAMD4A SAV1 SCLT1 SCN2A SDHAF2 SEL1L SEMA3D SEPTIN7 SKA2 SKP1 SLBP SLC13A1 SLC2A13 SLC44A1 SLC5A12 SLC6A19 SLF1 SLFN5 SNX2 SRC SRD5A2 SSR3 ST6GALNAC3 STXBP4 SULF2 SYT4 TAGAP TBX22 TENM2 TIA1 TMC5 TMED5 TMEM33 TMPO TNFAIP8 TNPO1 TNRC6B TPP2 TSLP TSPAN2 TTN TXNDC17 UBE2A UBE2B UBE2V2 UBR5 USP3 USP42 USP44 VPS13D VWA8 WAC WASF1 WASL WDHD1 WTAP ZBTB11 ZCCHC14 ZCCHC2 ZEB2 ZFP64 ZMAT3 ZNF136 ZNF189 ZNF208 ZNF281 ZNF284 ZNF420 ZNF507 ZNF514 ZNF516 ZNF569 MIR4666B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4666B ABR ABTB3 ADH6 ADNP AQP4 ARHGAP6 ATP11A B3GALNT1 B3GALT2 BEAN1 C16orf87 CALN1 CAMTA1 CASP7 CCL16 CD209 CDRT4 CERT1 CLIC2 CLNK CNIH1 CNPY2 CPEB2 CTNNA2 CYSLTR1 DENND11 DLK1 DPYSL3 EIF4H EP300 EPC2 ETV5 FAM13B FBXO43 FGG FUT8 GCLC GLRX2 GREB1 HDX HPS1 IFRD1 IGF2 IL17RB INTS6L KCMF1 KCNE3 KCNJ3 LAMP2 LSM14B LTBR MASTL MBLAC2 MCOLN3 MED1 MIER3 MLLT10 MMP8 MTMR4 MYH3 NAA30 NDUFA12 NR2C2 NR3C1 NRCAM NRG1 NUP58 OBSL1 ODAPH OSBPL10 PAK5 PAX5 PCDH9 PGBD2 PHIP PI15 PINX1 PPP1R10 PSMA8 RBPJ REST RGL2 RGS4 RIOK2 SAMD4A SCARA3 SEC63 SGCB SGCZ SH3BGRL2 SH3TC2 SLC22A10 SLC25A15 SLC5A12 SLC7A11 SLC7A14 SP4 STUM TGFBR1 TMEM47 TMTC4 TNRC6C TP63 TRDN TSHZ3 TVP23C-CDRT4 UBR3 USP46 VEZF1 VPS26A VPS4B WDR44 WDR7 YME1L1 YWHAH ZCCHC10 ZEB2 ZFAND6 ZFP82 ZNF268 ZNF440 ZNF461 ZNF503 ZNF559 ZNF570 ZNF681 MIR4667_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4667_3P ADGRL1 AGO1 ALPK3 ANKRD52 AOPEP AP3M2 ARHGAP17 ASTN1 ATP8B2 BAG4 BAHD1 BCL2L2-PABPN1 BRD2 BTK C2CD2L C2CD5 C3orf38 CACNG8 CBX1 CCDC184 CCDC9B CFAP68 CLDN1 CNNM2 COL12A1 CXXC4 DAPK1 DESI2 DLG4 DMRT2 DPPA2 EBF3 ELFN2 ELN EMP1 ENAH ESF1 FAM110A FAM168A FKBP5 FLVCR2 FRA10AC1 GNL1 GPR55 GPR61 GRAMD1B GRAP2 GSG1L HAS3 HIC2 HIF1AN HIPK2 HMGN2 HMGXB3 HNF1A IRGQ ITGA10 KALRN KCNQ2 KCNS1 KPNB1 LMNB1 LSAMP MAGI1 MAP2K1 MAP3K13 MECP2 MED1 MEX3A MGAT5 MIEF2 MYORG NAT8L NAV1 NCAM1 NCDN NECAP2 NEURL1B NEUROG2 NFASC NKD1 NRBP1 NRG3 NSD1 OLIG3 OXSR1 PABPN1 PARD3B PCDH1 PLCXD3 PLLP PRTFDC1 RAB11FIP3 RAB5B RAD54L2 RASSF3 RBL2 RNF138 RNF222 RPS6KA3 SCMH1 SERPINA5 SF3B1 SHISA6 SLC2A14 SLC2A3 SMIM12 SNPH SNX18 SNX8 SRF ST3GAL1 STK35 SYNGAP1 TARS3 TBCEL TLE4 TMEM105 TMEM50A TNKS TOMM40 TRIT1 TSC1 TUBB6 UBE2K UCK2 USP5 ZNF212 ZNF234 ZNF728 MIR4667_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4667_5P AAK1 ABCB9 ABCC10 ADGRG2 AKIRIN1 ANKIB1 APOM ARFIP1 ARID3B ARL10 ATF6B ATP8B2 ATXN1L BAK1 BBIP1 BCL2L1 C17orf107 CALN1 CAPN12 CARMIL3 CASKIN1 CCDC178 CCSER2 CELF6 CIC CLDN19 CNGB1 CPLX2 CSKMT DAGLA DCTN5 DMWD EGLN3 EHD3 ELMOD1 ENTPD3 FAM104B FAM228B FBLN1 FBXO41 FGF18 FGF19 FOXN3 FUT11 GAB2 GABRG3 GALNT15 GFAP GGA3 GPAT2 GRIP2 HACD3 HCCS HEYL HSDL1 IL6R IQSEC3 ITGA5 ITPRIP KCNJ10 KCNK3 KCNMA1 KDELR1 KIF17 KSR2 LASP1 LOXHD1 LYPD6 LZTS1 LZTS3 MAPK1 MAT1A MAT2A MBD6 MBOAT7 MEIS2 MLLT6 MMUT MS4A15 MTHFR NAA40 NAGA NAV1 NHLH1 NR6A1 NRIP2 NUMA1 OPRM1 OSBPL7 PAK6-AS1 PALM PCDHGA1 PCDHGA10 PCDHGA11 PCDHGA12 PCDHGA2 PCDHGA3 PCDHGA4 PCDHGA5 PCDHGA6 PCDHGA7 PCDHGA8 PCDHGA9 PCDHGB1 PCDHGB2 PCDHGB3 PCDHGB4 PCDHGB5 PCDHGB6 PCDHGB7 PCDHGC3 PCDHGC4 PCDHGC5 POPDC3 POU3F3 PPP1CA PPP1R10 PPP1R1B PPP1R9B PRKCG PSMD5 PXN RANBP1 RARB RGSL1 RNASE13 RNF170 S1PR2 SALL1 SAMD12 SEC23IP SEPTIN5 SLC17A2 SLC25A14 SLC34A2 SLC38A7 SLC6A9 SNX12 SOGA1 SON SOX6 SPIB SPN SRCAP STAM2 STX17 SUPT7L SUSD2 TEAD1 TET3 TEX36 THRA TJP1 TMEM127 TOX3 TRIM71 TSPAN11 TSPAN2 TTF2 UBXN4 UNC5B VSTM4 WDR72 XPO7 ZDHHC23 ZNF106 ZNF559 ZNF687 ZNF831 MIR4668_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4668_3P AAK1 ABCE1 ACBD3 ADGRL3 ADNP2 ADRA2A AFF2 AHCTF1 AHCYL1 AKAP7 ANK3 ANKS1B ANOS1 AP1AR ARFGEF1 ARL13B ASGR1 ATAD2 ATAD2B ATE1 ATF1 ATP1A1 ATP8A1 BCL9 BEND3 BICDL1 BLOC1S4 BRAF BTBD7 C15orf32 C2CD2 C2CD5 C4orf19 CACNB4 CADM1 CAND1 CBX5 CCDC186 CDH2 CDK19 CDK4 CELF1 CEMIP2 CEP135 CHIC1 CLINT1 CLOCK CLVS2 CNNM3 COX18 CPEB2 CPED1 CPS1 CTDSPL2 CUL5 DAZAP2 DCDC2 DDB1 DENR DEUP1 DNMT1 DYRK2 EDEM3 EFHB EIF5A2 EIF5B ELAVL4 EOMES EPC2 EPM2AIP1 ERCC6 ERRFI1 ESD ETS2 EXOC6 EXTL3 FAM13C FAM171A1 FAM20B FAM3C FAM81A FAM83B FAM91A1 FBXO3 FBXO33 FBXO8 FGD4 FHIP1A FMR1 FNDC3B FRAT1 FUT9 FZD7 GFI1 GGACT GOLGA1 GPATCH8 GPM6B GSK3A H2AZ1 HACD4 HECA HECTD2 HINT3 HLF HLTF HSF1 HSF5 HTR2C HYCC2 ING3 INO80D IRF6 ISL1 JPH3 KAT6B KHDRBS2 KITLG KLF11 KLHL28 KLHL31 KLHL4 KMT2A LARP4 LIMK2 LOX LYRM7 LYSMD3 MBNL1 MBTD1 MDM1 MEF2A MEI4 MFAP3 MGAT4A MIER3 MINDY2 MKLN1 MPRIP MRC1 MSANTD2 MSI2 MTPN MYLK3 MZT1 NAP1L5 NFIA NFIB NFYB NIPSNAP3B NOTCH2 NPHP3 NR1D2 NR2C1 NUP160 NXPE3 ODC1 ONECUT2 ORC4 OSBPL6 OSTF1 OSTM1 OVOL2 PAFAH1B1 PAK5 PAN3 PCDH7 PDE4D PELI2 PFKFB2 PGM3 PHIP PIK3CA PITPNB PKD2L2 PKHD1 PLEKHM3 PNP POU3F1 PPDPFL PPFIA1 PPFIBP1 PPM1E PPP1CB PPP1R15B PRKCA PRTG PTGES3 PTPN2 PTPN4 PTPRD PTPRR PYGO1 QSOX2 RAB8B RAB9A RAD51AP2 RAD9B RALGPS2 RANBP2 RAPH1 RBM23 RBMS1 RC3H1 REPS2 REV1 RNF169 RNF180 RNF38 ROBO2 RPRD1A RPS6KA2 RPS6KB1 RUNX1T1 S100PBP SCAMP1 SCN8A SEC24A SEM1 SGK1 SHOC2 SIKE1 SIN3A SKIL SLAIN2 SLC16A6 SLC16A7 SLC16A9 SLC35A3 SLC39A5 SLC6A2 SLC7A11 SLC7A8 SLC9A9 SLITRK1 SMIM13 SNX25 SOX5 SP4 SPACA9 SPATS2L SPIN4 SPOCK3 SPRTN SRPK2 STEAP2 STK38 STRBP STXBP5 TAC3 TAF12 TBPL1 TC2N TCEAL8 TCF4 TENM3 TM9SF2 TM9SF3 TMCC1 TMX4 TNFSF12 TNPO1 TOX TRERF1 TRIM25 TRIM5 TRIM66 TRIOBP TRPC1 TUT7 TVP23C TXNRD1 UBE2Q2 UBN2 UBP1 UBR2 UHRF2 UNC5D USP13 USP38 USP47 VASH2 VMA21 VPS36 WDFY3 WDR47 XRN1 YWHAE ZBTB8B ZC3H12C ZC3H7A ZCCHC2 ZDHHC21 ZFHX3 ZFTA ZFY ZHX2 ZNF143 ZNF148 ZNF454 ZNF664 ZSCAN2 ZZZ3 MIR4668_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4668_5P AAK1 ABI2 ABTB3 ACSL4 ACVR1C ACVR2B ADAM30 AFF1 AGER AGO3 AK9 ALKBH5 ALKBH6 AMER1 AMMECR1 ANGEL1 ANKRD50 ANKRD6 ANOS1 ANXA2R ANXA9 APOOL ARFGEF3 ARFIP2 ARHGAP44 ARHGAP5 ARIH1 ASTN1 ATG10 ATP11C ATP2B4 ATP6V1G1 ATXN7L3B AUTS2 BACE1 BAZ2A BBX BDKRB2 BEST3 BPNT2 BRWD3 BTF3L4 BTN3A3 CACNA1C CADM1 CADM2 CADM3 CALM1 CAMK2D CAMKMT CASTOR2 CBX5 CCDC186 CCDC50 CCDC82 CCDC97 CCNG1 CCNJ CCNT1 CD164 CD300E CD48 CDC42 CDH1 CDH3 CDV3 CDX2 CEACAM7 CELF6 CFAP53 CHD2 CHRM2 CHTF8 CLASP2 CLRN3 CMTM4 CNNM3 CNOT7 COG6 COL19A1 COL6A3 COLGALT2 CORO2B CREB5 CREBL2 CRTAP CTNNA1 CTNNA3 CTPS2 DACH1 DCBLD2 DCLK1 DENND6A DGKH DICER1 DIPK1A DIRAS3 DLG2 DLG3 DNAH12 DNAJB14 DNMT3B DOCK3 DPPA5 DR1 DSCAM DTNA DUSP19 DUSP4 EEA1 EFNA5 EIF4A3 ELAPOR2 ELAVL2 ELK4 EMX2 ENAM ENPP5 ENTPD3 ENY2 EPHA3 EPM2AIP1 ETNK1 EXOC5 EYA3 F2RL2 FAM199X FAM53C FAXC FBXO4 FCHSD1 FGA FGFBP3 FKBP7 FLRT1 FN1 FNBP1L FNDC3A FRMD3 FSBP FSD2 FZD3 GAB1 GABRA5 GAS7 GATAD2A GDNF GEM GEMIN2 GIGYF2 GJA1 GK5 GLRX3 GNAQ GP1BA GPATCH2 GPC6 GPR180 GRM5 GRM6 GSK3B GSPT1 GTDC1 HAO1 HAUS5 HCCS HDDC2 HDGF HDGFL3 HNRNPA2B1 HOOK3 HOXC9 HYCC2 IKZF3 IL18BP INO80D INTS6 IQCK ISL1 JCAD KANSL1 KATNAL1 KCNE4 KCTD21 KDSR KIAA0040 KIAA0232 KICS2 KIF16B KLF12 KLHL15 KLHL28 KLHL31 KMO KMT2D KPNA3 KRTAP4-1 LACC1 LARS1 LATS1 LATS2 LBH LCMT2 LCORL LHX9 LINC03034 LMBRD2 LPXN LRP6 LSM8 LYPD6 LYST MAGI3 MAML2 MAP3K2 MARCHF6 MASP1 MAST4 MCM8 MCPH1 MED12L MED26 MED30 MEF2A MEF2C MEX3C MFSD8 MICOS10 MIEF1 MIER1 MKRN1 MOB3B MPZL2 MRAS MRPL10 MS4A4A MSI2 MTPAP MTRR MYCT1 MYO5A MYO5B NAPG NCAPD3 NEK9 NEMF NFAT5 NFIA NFIB NINL NPTX2 NR1H3 NRSN1 NTM NUFIP2 OSBPL1A OTULIN PABPC4 PAK1IP1 PALM2AKAP2 PAPOLA PAPPA PBX2 PCDH19 PCGF3 PCM1 PCNT PCNX1 PDE1C PDPR PERP PGM2L1 PGR PHACTR2 PIGK PIGN PLA2G4D PLA2G7 PLAGL2 PLBD1 PMPCB PNRC1 POM121 POM121C POU2F1 POU3F4 POU5F2 PPIL1 PPM1L PPP1CB PPP1R12B PPP1R2 PPP1R3A PPP3CC PPP6C PRIM2 PRKAB2 PRLR PROX1 PRR23B PTBP3 PTN PTPN14 PTPRD PTPRJ PTPRT QSER1 RABGEF1 RAD54B RAG1 RALGAPA1 RASGEF1A RBM14 RBM18 RBMS3 RBMX RBPJ RC3H1 RCC2 REP15 RIC8B RICTOR RIMKLB RIMOC1 RNASEL RNF2 RNF44 ROCK2 ROR1 RORA RP1 RPL22L1 RPP30 RSPO2 RWDD2B SAMD4A SEC62 SEPTIN11 SET SGIP1 SH3D19 SHB SHISAL1 SHOC2 SHTN1 SINHCAF SLC10A7 SLC12A2 SLC1A2 SLC25A38 SLC25A6 SLC30A1 SLC31A2 SLC39A12 SLC5A3 SLC6A11 SLC7A14 SLC9A2 SLITRK1 SLITRK2 SMAD4 SMIM12 SMIM21 SNAPC1 SNRPF SNX27 SOGA3 SPICE1 SPOCK3 SPRY1 SRA1 SRBD1 SRSF2 SS18 ST6GALNAC3 STAM2 STAT1 SUMO2 TBCEL TBL1XR1 TCEA1 TCIM TDGF1 TENT4B TFDP2 TGFBR1 TGIF2 THRB THSD7A THSD7B TIAM1 TIGD3 TLK2 TM9SF3 TM9SF4 TMCO3 TMEM127 TMEM132D TMEM200B TMEM25 TMEM59 TMEM65 TMEM67 TMPRSS15 TNPO1 TOMM20 TRABD2B TRIM71 TRIO TRIP12 TRNP1 TRPS1 TSPAN7 TTPAL TULP4 TXLNB TXNL4B UBE3C UBE4B UBXN7 UNG USP31 USP38 USP49 VANGL2 VAPB VCL VTI1A WDR43 WIPF1 WNK3 XRN1 XXYLT1 XYLT1 YES1 YWHAG YWHAZ ZBTB18 ZBTB20 ZBTB39 ZC3H6 ZDHHC15 ZDHHC18 ZFHX3 ZFHX4 ZFP28 ZFP69 ZFP91 ZFX ZKSCAN3 ZMAT3 ZMPSTE24 ZMYM2 ZMYM4 ZMYM6 ZNF124 ZNF277 ZNF3 ZNF365 ZNF492 ZNF518A ZNF544 ZNF547 ZNF606 ZNF670 ZNF695 ZNF703 ZNF770 ZNHIT6 ZNRF1 ZNRF3 ZSCAN30 ZSWIM6 MIR4669 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4669 CLIC1 CREBZF CYTH3 FAIM2 FGFRL1 GIGYF2 OSBPL7 SLF2 TCF19 TMEM63B ZNRF2 MIR4670_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4670_3P ADGRB3 ADM ADPRM AKAP5 ALDH5A1 ANKRD34B ANXA4 APLP2 APOBEC4 AQP4 ARL15 ASXL3 AZI2 BACH1 BMPR1A BMPR2 C4orf46 CABYR CAPS2 CCL28 CCR3 CGRRF1 CLEC3A CLMP CNTLN COL3A1 COLEC10 COX18 CPEB2 CTSV CYB5B DNAAF9 DSTYK DUSP1 EBF3 EIF5A2 EPG5 ERMN FAM118A FAM131B FBN2 FBXO9 FEM1C FGF9 FNBP1L FNDC3A FOXE1 FOXK1 GMNN GON7 GPC5 GRIA3 HNRNPR HRH4 HSPD1 HTR1D IFIT5 IGSF1 IL5 IMPA1 IRS1 KHSRP KIR2DL1 KRIT1 MDGA2 MPDZ MSR1 MTHFD2 MTMR6 NDFIP2 NEBL NKRF NLK NOP58 NPAT NPR3 NR2C1 NXPH3 OIP5 OPRM1 OSGIN2 PAPOLA PDE4B PDSS2 PHF8 PLCXD3 PLEKHA3 PLN PMEPA1 PNO1 POU3F2 PPARGC1A PREPL PTK2B PTPN4 PTPRG RAN RANBP3L RAVER2 RBM47 RBMS3 RCBTB1 RGS18 RNF185 RORA RPF2 RRAGB RUNX2 SAMD12 SAMD13 SAT1 SCGN SDHAF4 SDR9C7 SEPTIN14 SERTM1 SIRT1 SLC4A7 SNAP47 SPAG8 SRP54 STXBP5 SVBP SVEP1 SYT4 TCF21 TESMIN THBS4 TIFA TJP1 TLE4 TM7SF3 TMC7 TMEM123 TMEM170B TMPRSS13 TMTC3 TNRC6B TPBG TPR TRPC6 TTN UBE2G1 UNK USF3 UTP11 VEZF1 VGLL3 WDR17 WDR47 ZFP90 ZNF280C ZNF326 ZNF711 MIR4671_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4671_3P ABRAXAS2 ACBD3 ACBD5 ACSL1 ACVR1 AFF3 AGO4 AKAP11 ANKRD52 APPL1 AR ARFGEF1 ARHGEF26 ARHGEF4 BAHD1 BPTF C2orf15 CAPRIN2 CCDC126 CCDC146 CCND3 CCNY CDK19 CEP170 CHST1 CLCN3 CLCN5 CLIP1 CMYA5 CNOT6L CPEB1 CPEB2 CPPED1 CRACD CSMD1 CYP2U1 DCUN1D3 DDX6 DGKE DHX8 DIAPH3 DLC1 DNAAF6 DOCK3 DPP8 DSEL EBF3 EDA ENPP5 EPC1 EPN2 ERP44 FAM135A FAM98A FAT3 FERMT2 FMR1 FOSL1 FRZB FUT9 GAREM1 GJA1 GPBP1 HCFC2 HIVEP2 HOOK3 HPRT1 HS3ST5 IGF1 IGSF3 IKZF5 IMPDH1 ING2 IRF1 ITGB8 JADE1 JMY KBTBD8 KCNA4 KCNJ10 KLF3 KLF7 KMT2C KRTAP22-2 KRTAP26-1 LDAH LGALSL LMLN LRP12 LRP8 LY75 MAF MAPK6 MARK3 MB21D2 MDFIC MDM4 MET MLLT6 MPHOSPH9 MTMR10 MYBL1 MYO10 NACC2 NECTIN3 NFIA NIPA2 NPAT NPNT NR3C2 OLFM3 OTUD3 PAFAH1B1 PAN3 PCNX1 PDIK1L PELI1 PHAF1 PIK3CB PIK3R5 PIP4P2 PLLP PNRC1 POU4F1 PPARG PPFIA2 PRKAA2 PRR32 PSAP PSTPIP2 PTPRG PURG QSER1 RAB12 RAB30 RAB5A RALGPS2 RAP1A RBM17 RBM25 RFX7 RHOH RND2 RTCA RUNX3 SBF2 SDR42E1 SECISBP2L SERINC3 SETD7 SH3D19 SHANK2 SLAIN1 SLC10A3 SLC2A4RG SLC44A1 SLC6A6 SLMAP SNX2 SOCS5 SPART SPATA2 SPESP1 SPHK2 SPOCK1 SPRED1 SRSF11 SRSF2 ST18 STIM2 STT3B STX7 SYBU TACC2 TANC2 TBL1XR1 TES TGFBR1 THOP1 THSD7A TLCD3A TMEM250 TMOD1 TOB1 TOB2 TOGARAM1 TRAM1 TRIB1 TRPM1 TSHZ1 TTYH1 UBB UBE2D2 UBE3B ULK2 UNC13A USP13 USP8 VGLL4 VPS13D WDFY3 WNK1 WNT2B ZBTB20 ZBTB4 ZFAT ZHX1 ZIC5 ZMAT3 ZNF213 ZNF3 ZNF449 ZNF451 ZNRF3 MIR4671_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4671_5P CAV3 CDK5R1 DCTN5 IDH3A IGFBP3 KIR3DL1 NOG PRRC2C MIR4672 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4672 ABCA5 ABCC10 ABI1 ACSL3 ACVR2A ADAMTS15 ADARB1 ADCYAP1 ADGRG2 ADGRV1 ADNP AKAP11 ALG10B ANKFY1 ANKRD40 ANKRD45 ANTXR1 ANXA7 AOX1 APC ARHGEF3 ARHGEF33 ARID2 ARPC1B AUNIP AZI2 BAHCC1 BCL9 C12orf29 C1QTNF7 C1orf21 C6orf120 C6orf136 CACHD1 CAMKK2 CANX CARD9 CASP10 CAV1 CBX1 CCDC112 CCDC32 CCDC62 CDC5L CDKN1B CDYL2 CELF2 CELSR3 CEP68 CEP70 CEP72 CFAP97 CKAP2 CLCN4 CLIP4 CLOCK COLEC12 CPSF6 CRB1 CREM CRKL CSNK1D CTBP1 CTCF DACT1 DEF8 DENND5B DIP2B DLG2 DLGAP4 DNAJC8 DNM1L DPY19L4 DSC2 DYRK1A DYRK2 E2F5 EBF1 EBF2 EDEM1 EDIL3 EIF3J EPSTI1 ERP44 ESF1 ETV1 EVI2A EYA4 EYS FAM135B FAM184A FAM53B FAM53C FAT3 FAT4 FBXO11 FBXO22 FEM1B FLVCR1 FOXA3 FOXF1 FREM2 FUT9 GABRA4 GABRB2 GAD2 GATC GNAI1 GOLGA2 GOLGA6A GOLGA6B GOLGA6D GOLGA6L4 GOLGA7 GOLGA8A GOLGA8B GPATCH2L GPBP1 GRB2 GRIK2 GTF2H1 GTF2I GUCY1B1 HDAC1 HDHD2 HECTD4 HERC2 HIVEP1 HMGB1 HNRNPA0 HNRNPA1 HOPX HOXA9 IKZF2 IKZF5 INHBA INPP5A JAG2 KANSL1 KCNA1 KCNA4 KCNJ16 KCNMB4 KDM2A KHDRBS2 KIF13A KIF5C KIT KLC1 KLF15 KLHL9 L3MBTL2 LAMP2 LARP1B LHFPL3 LIMK1 LMO4 LNPK LRAT LRCH4 LRRC59 LRRC8B LRRTM4 LTBP1 MAP3K1 MAP3K8 MAP4K4 MCTP2 MECP2 MGAT4A MIER3 MINDY3 MIPOL1 MMRN1 MMS22L MOBP MOSPD1 MPDZ MRAS MRPS23 MTMR9 MTRF1L MYRIP NAA16 NALF1 NAP1L2 NAP1L3 NCOA4 NGFR NKIRAS1 NLK NPL NPVF NR3C1 NREP NSG1 NSL1 NTF3 NWD2 OTUD4 PAFAH1B1 PALLD PAM PAXBP1 PCBP1 PCDH18 PCMT1 PCNX1 PDZD8 PEAK1 PHF13 PI15 PJA2 PLAGL1 PLEKHA8 PMP22 PPM1H PPP1CB PPP4R2 PRPF39 PRR18 PRRG1 PSD3 PSIP1 PTBP3 PTGFR PTPRD PURB PWWP2A R3HDM1 RAB14 RAB23 RAB31 RAB6B RAB8B RAP2C RAPGEF5 RBBP4 RBPJ RCHY1 REV3L RFK RFX4 RGMB RHOA RHOB RIN2 RNF145 RNF216 RNF32 RPN2 RRM2 RTF1 RUFY3 RUNX2 RYBP SAFB SAMSN1 SAP30L SASH1 SDC2 SEC61A1 SEMA3C SENP6 SERTAD2 SEZ6L2 SGIP1 SGSM2 SGTB SLC16A14 SLC20A1 SLC35A1 SLC35F1 SLC44A1 SLC4A8 SLC6A9 SLC9A6 SLCO1C1 SLF2 SMAP2 SNX12 SNX25 SNX30 SORL1 SPRED2 SRD5A1 SREK1 SRSF10 SS18 STEAP2 STK24 STK38 STON1 STUB1 STX7 STXBP5 SYBU SYNPO2L SYT1 TAF1 TBC1D12 TCP11L2 TENM4 TLCD5 TLX1 TM6SF1 TMEM108 TMEM64 TMEM67 TMTC4 TNPO1 TOP1 TOX TPD52L1 TRA2B TSC22D1 TSC22D2 TSHZ1 TSPYL5 U2SURP UBA2 UBA6 UBE2D2 UBE2K UBR5 UBXN7 UCK2 UNC5C USP34 VAT1L VAV3 VEPH1 VMP1 VPS4B WAC WASF3 WDFY3 WDR26 WDR43 WDR47 WT1 XG ZBTB14 ZBTB41 ZC3H6 ZDHHC15 ZEB1 ZFHX3 ZFP36L1 ZIC2 ZMAT3 ZNF148 ZNF251 ZNF385B ZNF543 ZNF597 ZNF623 ZNF706 ZNF711 ZNF717 ZNF8 ZNF84 ZYG11B ZZZ3 MIR4673 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4673 ABR ACTR1A ADA2 ADAM11 AIRE AK2 AP4B1 ARF4 ARHGAP36 ATP11C ATXN7 B4GALT1 BACE1 BAGE2 BCR BICD2 BSPRY C10orf62 CACFD1 CCNL2 CDH22 CDIN1 CEMIP2 CHMP7 CNNM3 CNOT6 CNTN2 CXXC5 DELE1 DHCR24 DIO3 DOCK11 DVL2 EGF ENO2 EREG ERG ERP29 EXD1 FAM107A FAM98B FBXO45 FBXW4 FERMT2 FGFRL1 FOXO3 GBX2 GCC1 GLDC GPATCH2L GPC5 GPR12 GPR171 GTF2H5 HEYL HHLA2 IGDCC4 IL3 IRGQ JADE1 KCND3 KCNE4 KCTD6 KIF3A KLHL29 KSR2 KY LINC02907 LMAN2L LPIN3 LRPAP1 LSM14A MAF1 MNT MPPED1 MRAS MRTFA MSANTD1 MYRF NCLN NDST1 NEU3 NSL1 NXPH1 OPRM1 PAPOLG PAQR7 PDAP1 PDXK PHF21A PHTF1 PIM2 PLA2G12B PLA2G3 PSORS1C1 PTK7 RANBP10 RAPGEF2 RBBP6 RSBN1 SDC1 SERTAD4 SETD5 SGSH SH3BP2 SH3PXD2B SHC2 SIX4 SLAMF8 SLC15A4 SLC25A32 SLC35B4 SLC51A SLC5A1 SMAD4 SOCS1 SOGA1 SPOP SPTSSA SPTSSB SRGAP2B SRGAP2C SRPRA STT3B SYN1 TBC1D2B TEX261 THOC2 TLK1 TMEM126B TMEM208 TMPRSS13 TNK2 TRIL TRIM36 TSHR TSPYL5 UBE2G2 UBFD1 VDAC3 VTA1 WASHC4 WWTR1 ZBTB14 ZHX2 ZMAT2 ZNF132 ZSCAN12 ZSCAN22 MIR4675 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4675 ADCY1 DNAJA2 EEF1AKMT4 FBXL16 FBXW10B FXYD6 GRAP2 HAGH JADE1 LARP1 LNX2 LRRC32 MAGI1 MBTD1 MMAB MORF4L2 MSANTD3 NCOR1 NKAIN2 PCBP3 PCDH11X PDE4D PHF11 PLEKHA8 PLK2 PLXDC2 POLR2D PPM1H PPM1M PPME1 PRPF38A PTPRF RAB22A RGSL1 SBF1 SDC3 SETBP1 SRY STK40 TAB2 TXLNG USP9X ZFAND5 ZNF410 ZNF609 MIR4676_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4676_3P ADD3 AFF4 AGMO AKAP5 ALG2 ANAPC4 ANK2 ANKRD17 ANKRD27 ANKS1B APBA3 ARF4 ARHGEF10 ARIH1 ARMC10 ASCC1 AVL9 BBX BDP1 BECN1 BICD2 BRDT BROX BZW1 C3orf70 C5orf24 CACNA2D1 CAPN7 CASD1 CCL23 CCNO CD1E CDK17 CDKN1B CEP350 CHD2 CNOT11 CNPPD1 CNTN3 COLEC12 COMMD9 CREB5 CRKL CTCFL CTTNBP2 DACT1 DCLK1 DISC1 DISP2 DNAI7 DPY19L1 DR1 DSG3 DYRK1A ELAPOR2 ELAVL4 ENSG00000274333 ENSG00000276077 ENSG00000277067 EPS8 ERC2 ERI2 ESS2 EXOC4 EXOSC3 FAM120A2P FAM8A1 FGD4 FILIP1L FSD1L GABPA GALNS GAN GARNL3 GIN1 GJA1 GNPTG GPR173 GPR75 GRM3 GSDME GUF1 HAT1 HMGB3 HOMEZ HORMAD1 HP1BP3 HS3ST3B1 IGIP IMMP2L INKA2 INTS8 JADE1 KBTBD3 KCNH5 KCNK2 KCTD15 LAMC1 LEF1 LIFR LIG4 LOC102724701 LRP1B LXN MAP3K20 MAPRE1 MBOAT2 MKLN1 MRPS23 MTMR6 MZF1 NAP1L5 NCOA7 NDST3 NFE2L3 NFIB NKX6-3 NOC3L NPHP1 OIT3 PACSIN2 PAN3 PAQR9 PDE10A PGM2L1 PHF6 PIGK PIP4P2 PKN2 PLAG1 PLPP6 PNN PPA2 PPP1R10 PPP3CB PRKAR2B PTPRJ PTPRR PURA RAB21 RAB42 RASGRP1 RBFOX1 RIC1 RIMKLB RNF139 RORA RPA1 RPS16 RPS6KA3 RYK SCAI SCX SEC23A SEC61A2 SEC63 SERINC1 SERP1 SERTAD2 SF3B1 SIAH1 SIPA1L1 SLC27A6 SLC7A11 SMAD4 SMIM12 SNAI2 SNRPD3 SNX18 SON SOX7 SP3 SPRYD7 SRCIN1 SRD5A3 SS18L1 STAM2 SULF1 SUMO3 SUPT6H SYPL2 TENM1 TENT4B TES TFAP2B TIMP2 TIMP3 TLL1 TMED7 TMEM232 TMEM87A TMOD2 TNFSF13B TNPO1 TSPYL5 TTC21B TYW5 UBA6 UBE2D1 UPF1 VEZT VPS41 WDR17 XKR6 XKR8 YIPF6 YWHAE ZDHHC21 ZNF140 ZNF621 ZNF644 ZNF692 MIR4676_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4676_5P ABCD3 AKAP13 ANK3 ANKRD23 ANKRD61 CADM2 CAPN7 CEP128 CEP85L CHD9 CHSY3 CSNK1G3 CXXC5 DCUN1D4 DENND5A DIPK2A DOCK5 DPP8 DYNC1LI2 ELAVL4 ELOVL6 EPB41L5 EPOR EXT1 FANCC FBXW11 GUCY2C ITGA2 LSM12 MBD4 MEF2C NDEL1 OSMR PCDH19 PLPPR4 POLR3B PURA RBBP5 RIPK4 SBNO1 SNRPD3 ST7L STOX1 TPT1 TSSK1B USP49 WDFY3 WEE1 WNK3 YPEL5 ZNF142 ZNF398 ZNF425 ZNF516 ZNF827 MIR4677_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4677_3P ABHD14A ADAM19 AMOTL1 ANKRD62 ARHGEF38 ARID3B ATL2 BBS9 BPTF C1orf141 C8orf58 CASP14 CAVIN2 CCDC181 CD300A CD8B CDC23 CDK8 CENPU CHRDL1 CNNM4 CPA3 CUX1 CXXC5 CYP7B1 DAW1 DCAF12 DCTN6 DENND2D DPH6 DUSP18 E2F2 EP400 ESYT2 FCRLB FSHB G6PC2 GALK2 GINS2 GLB1 GMNC GNAQ GOLGA6A GOLGA6B GOLGA6C GOLGA6D GOLGA8A GOLGA8H GOLGA8J GOLGA8M GOLGA8N GOLGA8Q GOLGA8R GOLGA8T HEBP1 HNRNPU HSD17B10 HSPA12A IFNAR1 IMPG1 ITGB1BP1 IVNS1ABP JPH3 KCNC1 KLF7 KLHL14 KLK3 L3MBTL3 LCLAT1 LDHB MACO1 MECR MRPL19 MRPS26 NCOA7 NDEL1 NEDD9 NEXMIF NRAS PABIR2 PALM PARM1 PCDHB14 PDE10A PDE4B PDE4D PEX11B PLS1 POPDC2 PPP1R12A PRKAA2 PRKCQ PRSS23 PTPN1 PTPRO PURB RAB1A RABL6 RAET1E RB1 RCAN2 RICTOR RIMS3 RPE RPGR RPRD1A SAYSD1 SEC24C SFMBT2 SGCD SIAH1 SLC41A2 SLC6A6 SORBS2 SOX10 SOX6 SOX7 STARD3NL TBL1X TNFSF4 TNRC6B TP53AIP1 TPD52 TPPP TRIQK TYMSOS UBAC1 WDCP YLPM1 YWHAB ZBTB11 ZDHHC7 ZFHX4 ZNF22 ZNF250 ZNF501 ZNF737 ZSCAN16 MIR4677_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4677_5P ABHD5 ACSL1 ADIPOR2 ADSS2 AEBP2 AKAP12 ALCAM ALS2 ANKHD1 ANKRD13B ANKRD40 APRG1 ARMC8 ASB3 ASB8 ATP10A ATP6V1G3 B3GALT1 BBOF1 BCL11B BCL6 BRSK2 BTBD7 C11orf71 C12orf29 C1orf109 C1orf141 C2orf88 C8orf44-SGK3 CACNG2 CAST CBR4 CCDC59 CCDC73 CCNJ CDC37L1 CDH18 CDH20 CELF4 CEP120 CEPT1 CHML CNGB1 CNTNAP2 COL11A1 COL4A3 CRIPT CRISP3 CSNK1E CSNK2A1 CYS1 DAAM1 DDI2 DERL1 DHFR DIAPH2 DIPK1A DLG2 DLG3 DNAJC11 DNAJC24 DNAL1 DPY19L2 DSPP DTD2 EDIL3 EEA1 EIF2S1 EIF4G3 ELK4 ELOVL2 EMC3 ENTPD1 ERCC6L2 ETV1 EXOC6B FAM114A1 FAM98B FBXO22 FBXO36 FBXW2 FGF7 FMNL2 FOXF1 FOXO1 FYB2 GABRA1 GABRR2 GAGE1 GAPT GATA4 GATA6 GATAD1 GCSAM GFM2 GNAO1 GRIK5 HABP4 HAPLN1 HLCS HOXB9 HUS1 INO80D IP6K2 IP6K3 IQCH IRAG1 ITPRID2 KANK2 KCNA1 KCNAB1 KCNJ13 KLF3 KLHL1 KLHL31 LAMP3 LDLRAD4 LINGO2 LMAN2 LPGAT1 MAP4K3 MAT2B MATR3 MB21D2 MBNL1 MBNL3 MEF2A MEST METTL21C MINPP1 MOCS2 MRPL19 MTRF1L MYL1 NBEA NEK2 NEMP1 NFAT5 NHEJ1 NOSIP NOTCH2NLA NOVA1 NPY1R NR4A3 NRXN1 NSD3 NUBPL NUP155 NUP62 NXT2 ODF2L ONECUT2 OPA1 ORC4 OTULIN PAICS PAK1 PALLD PAN3 PARP15 PAX5 PAX6 PCP4 PDE10A PDE4A PDPK1 PDZD8 PHF14 PIGF PLCXD3 PLEKHA3 PPARGC1A PPP1R21 PPP1R3D PPP3CC PPP4R3B PRKCA PRKDC PTP4A2 PTPN1 PTPN3 RAB39A RAB7A RAPGEF6 RASEF RASSF8 RBM27 RBM46 RBM47 RBPJ RD3 RETREG3 ROR1 RORA SCAI SCN2B SEMA3D SEMA6D SENP2 SFXN1 SGK3 SH3GLB1 SIRT3 SKP1 SLC10A7 SLC18A2 SLC1A2 SLC22A5 SLC35B4 SOCS5 SOS1 SOX14 SPACA1 SPAG1 SPTLC2 SRFBP1 SRP19 STON2 STXBP3 SUB1 SULF1 SYT1 TACC1 TBX21 TCAIM TCF12 TENM1 TENT2 TEX55 TLE4 TMEM209 TMPRSS11D TMPRSS3 TNPO3 TPTEP2-CSNK1E TSPAN2 TSTD2 TTC3 TTC30B TTC39C UBR5 UHRF2 ULK2 UNC80 UST VSTM2A WWOX YOD1 YWHAZ ZBTB20 ZC3H10 ZDHHC21 ZFYVE28 ZMAT4 ZNF277 ZNF582 ZNF704 MIR4678 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4678 ADAM9 ANLN AQP11 ARID3B ATG7 C11orf97 C12orf40 C5orf47 C9orf40 CCDC71L CCND2 CCNG2 CCSAP CELF4 CFAP300 CHEK1 CLDN12 COL27A1 CPEB2 CRBN CREM CYP7B1 DCAF10 DCAF4L2 DDTL DHX16 DICER1 DMAC1 DOCK3 DOCK5 DPY19L1 DUSP1 DVL3 ELF1 ERLIN2 EYA3 FAM200B FARP1 FHAD1 FHIT FMC1-LUC7L2 FNDC3B GADD45A GALNT4 GHR GLIPR1L2 GLMN GNG2 GPR155 HECTD2 ITGA8 JCAD LHFPL5 LUC7L2 MAP3K20 MBD2 MBNL3 MFSD8 MRPS33 MYCN MYO5C NAP1L1 NRARP NSL1 ONECUT2 PCK1 PFKP PHYHIPL PIK3C2A PLD5 POC1B-GALNT4 POU2F1 PPARGC1B PPP1R3A PROS1 RAI2 RELN RICTOR RUFY3 SCYL3 SETD9 SLC35F1 SMAP1 SNX5 SPCS2 STARD3NL SYT1 TBC1D8B TLR4 TMC7 TMEM170B TMEM9B TNRC6C TRAT1 TRMT13 TRPC5 TSR2 TTLL7 TVP23C UBL3 UMAD1 USP44 VPS37A WAC WAPL WDFY3 ZCRB1 ZNF225 ZNF334 ZNF462 ZNF605 ZNF695 MIR4679 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4679 ADAM12 ADGRL4 AFF3 AFP AKR1B10 AKR1B15 AMMECR1 APCDD1L ARFIP1 ATG7 ATL2 ATP5MG B4GALT5 BBS9 BBX BEND4 BEND7 C1QTNF3 C7orf31 CALD1 CAMSAP2 CAVIN2 CCDC88A CCNDBP1 CD2AP CDA CDK8 CHML COL8A2 COX11 CUX1 CYB5B DAW1 DCAF12 DCBLD2 DDIT4L DENND3 DNAJC25-GNG10 EFNA5 ELOVL4 ETFA FAM169A FEM1B GABRA4 GBP2 GFM1 GIGYF2 GJA1 GLI1 GLIS1 GMNC GNG10 GOLGA8J GPC6 GPR63 H2BC21 HECW2 HERC4 HJV HSPA12A HSPA13 IFNW1 ILDR1 IQCK ITGB1BP1 ITM2B JMY JTB KCNE3 KLF7 KLF8 KLK7 KPNA4 LIAS LIMD1 LMO4 LONRF1 LRIG2 MACO1 MAGI2 MAP1LC3B MAP1LC3B2 MAP4K3 MBNL3 MEGF11 MMUT MSI2 MTRF1L MYH11 NAA30 NALF1 NDEL1 NEBL NIPSNAP2 NLGN1 NR3C1 NR5A2 OGDHL OPCML PALS2 PARP15 PDE1C PEX1 PHC3 PIK3CG PKP2 POC1B PPA2 PPFIA1 PRSS35 PSD3 PTGR3 PUS10 RAB35 RFC5 RMND5A RPL28 SERINC4 SIAH1 SIGMAR1 SLC26A4 SLC2A8 SLC35B2 SLC38A1 SLC6A15 SLC6A6 SNX18 SOD1 SOX7 SPATA12 SV2C SYK SYNDIG1 SYNPO2 TENT5D TMEM150C TMEM41B TOM1L2 TOX3 TPPP TPRKB UTP14C WNT16 YLPM1 ZFHX4 ZNF100 ZNF208 ZNF215 ZNF257 ZNF430 ZNF431 ZNF506 ZNF608 ZNF677 ZNF681 ZNF708 ZNF714 ZSWIM5 MIR4680_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4680_3P ABCD3 ABCG2 ABHD2 ACADSB ACSL3 ADAMTSL3 AGGF1 AKR7A2 ALDH6A1 ARFGEF3 ARID2 ARL14EP ARMS2 B3GLCT BCCIP BLOC1S5 BNC1 BNIP2 BRWD1 BRWD3 C1QTNF3 C2orf69 CA2 CAB39 CACNA1H CCDC6 CCNG2 CCR2 CDH6 CDK6 CLHC1 CLOCK CNGA3 CNTLN COBLL1 COQ10B COX11 COX18 CPNE4 CPOX CREB5 CRELD2 CSTF2 CTSS CTTN CYCS CYP3A5 DCAF10 DCP1A DIPK2A DNAAF9 DNAH14 DNAL1 DOK6 DTWD2 DYNC1LI2 EDNRA EFCAB9 ELL2 ENPP4 EYA4 FAM204A FAM72A FAM72B FAM72C FAM72D FBXL20 FBXO11 FBXO32 FNDC3B FOXC1 FZD3 FZD4 GALK2 GANC GDAP1 GDAP2 GFOD2 GJA1 GOLGA1 GOLGA5 GPATCH2L GPR173 GPX8 GRIA1 GTF2A1L GUCY1A2 H2AJ HACE1 HADHB HIF1A HIPK3 HLTF HMCN1 HNF4G HOXB13 HS3ST5 HTR2C HYCC1 HYCC2 IFI44 IFT81 IKZF2 IRS1 JADE1 KCNG3 KCNH7 KCNIP4 KDM5B KIAA0232 KIF13A KLF12 KLF4 KLHL14 KLHL23 LANCL3 LEXM LGALSL LIN28B LIN54 LIPT2-AS1 LMBR1 LRRTM2 LYRM7 LZTFL1 MAB21L1 MAP3K7 MCMBP ME2 MED28 MEF2C MFAP3 MGAT2 MMP28 MSI1 MTFR1 MXRA5 NAA50 NANP NCK1 NCOR2 NDEL1 NEB NFAT5 NFXL1 NUBP1 PBX1 PCDH18 PCNX1 PDCD4 PDIA6 PDZK1 PEX1 PGRMC2 PID1 PLIN1 PLXDC2 PMP2 POGZ POSTN POU2AF3 PPM1D PPP1CC PRKAR2A PRPF40A PRUNE2 PSD2 PTAR1 PTCHD1 RABGAP1L RANBP17 RBM3 RBM46 RBMS3 RC3H1 REEP3 RHOQ RHPN2 RIPPLY3 RNF139 RPL31 RPS6KA6 RSPO3 RYR3 SACM1L SCAMP1 SCML1 SEMA3A SESN1 SFRP1 SFTPB SFXN1 SGPP1 SHTN1 SLC35D3 SLC40A1 SLC4A10 SMAD1 SMAD4 SMIM43 SNAP23 SOCS6 SORBS1 SPINK13 SPRED1 STK38L STON1-GTF2A1L STRN STXBP3 STXBP6 SUCO TANC1 TAOK3 TAP2 TDRD7 TGFBR1 THAP2 THSD7A TM4SF4 TMED7 TMEM106B TMEM170B TMEM53 TPGS2 TRIM44 TRMT1L TSHZ2 TSPAN12 TTC7B TXLNB UBA6 UBE2G2 UBR3 USP46 UXS1 VASH2 VMA21 WAC WARS2 WDR7 WNT16 YES1 ZBTB10 ZDHHC15 ZFP1 ZFYVE26 ZGRF1 ZNF260 ZNF37A ZNF425 ZNF449 ZNF521 ZNF678 ZNF704 ZNF77 ZNF804A ZNF93 ZNRF2 MIR4680_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4680_5P AGO3 ANKRD13A ARHGEF9 ATP11C ATP5MF-PTCD1 AXIN2 CBLB CCDC88A CNKSR2 CREB5 CTBP2 CWC25 CYRIA DIXDC1 DNAJC14 ECPAS EDAR FAM166A FYTTD1 GALK2 GALNT16 GIPC2 HAUS6 HYKK IER5 KMT2A LRATD2 MAGI3 MAP1B MAP7 MIER1 MSL1 NFIB NIN NOG NOVA1 NR1D2 PACSIN1 PHTF1 PRCP PRKG1 PSMD12 PTCD1 RNF114 SALL1 SAMD9 SC5D SCUBE2 SESTD1 SLAMF7 SMARCA2 SMARCC2 TMSB4Y TRAPPC2 UBA6 UBFD1 USP34 VAPA WASHC4 XPO5 ZNF14 ZNF195 ZNF492 ZNF532 ZNF586 ZNF606 ZNF641 ZNF655 ZNF776 ZNF814 MIR4681 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4681 AP3D1 CDC20B RPP14 SNRPB ZSCAN23 MIR4682 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4682 ASAP2 ATCAY ATE1 ATG2B BCCIP BEST1 BMAL2 C1QTNF1 C2CD6 CAMLG CAND2 CBY2 CCNJ CDH4 CDH7 CELF4 CFAP97 CKLF CLK4 CLVS2 CPEB4 CREB5 CYP3A43 CYP4F22 DENND6A DERL2 DMD DSG2 DTWD2 DTX3L EBF1 EEA1 ELAVL4 ELP1 EN2 ERLIN1 ESRRB EVI2A FBXL2 FGF14 FUT8 GALNT2 GATC GIPC3 GPR34 GRIA4 HSP90AA1 IARS1 ICA1L IER3 INSR IQCH IRF2 ITGA2 JCAD KLHL14 KLHL34 KLHL9 KMT2D LCLAT1 LRRC34 M1AP MAOA MAP7 MDGA2 MLH3 MRPS2 NCBP2 NDUFB8 NFXL1 NOL4L NRIP1 OC90 OPRK1 OSGIN2 PARPBP PARVA PDE3A PEG3 PHF20L1 PIKFYVE PITRM1 PLCH1 PLPP1 PLPPR4 PLPPR5 POLG PPP3R1 PPP6C PRDM16 PRKCE QKI QSER1 R3HDM1 RAP2C RBM27 RBM41 RTN3 SATB2 SEL1L SEMA5A SEMA6A SFXN1 SKIDA1 SLC39A14 SLC45A3 SP8 SPRING1 STAMBP STAT1 STK4 SYNE2 SYNJ1 TGFB2 THAP2 TLL2 TMEM40 TMOD2 TNFSF14 TOR2A TRAF3IP3 UNC5D USP31 USP8 VGLL3 WDFY2 YWHAB ZC3H7A ZDHHC15 ZDHHC17 ZKSCAN8 ZNF146 ZNF30 ZNF597 MIR4683 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4683 A4GNT ABCC4 ADAMTS18 ALG2 ARHGEF33 ATXN7L1 BAAT BCL11B BMP8B BRWD3 CCL22 CD34 CELSR2 CFAP97 CHSY1 CNTN3 CYP4F11 DENND1B DYNAP FHOD3 FRAT1 GTDC1 HLA-DOB HPGD IL23A INHBB LYSMD3 N4BP2L1 OLA1 OSBP2 OTUD3 RAP1GAP2 RAVER1 RBMXL3 REPS2 RRP12 SEPTIN11 SH3BGRL2 SLC25A43 SLITRK2 SNRNP25 STAR STAU1 TBX15 TCF20 THSD7A TMEM229A TMEM242 TSPYL6 UEVLD VRK2 VTCN1 ZC3H12C MIR4684_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4684_3P AADACL2 ABCA1 AGTR1 AKIRIN1 ANKRD11 ATG12 AZIN1 BMPR2 BNIP2 BTC C14orf28 C1orf21 CABLES2 CACNA1B CAMK2N1 CDCA8 CEP128 CHIC2 CHRNA6 CLEC3A DCAF13 DCTN3 DENND1B DENND5A DMXL1 ELOVL4 FAM110C FCER1A FN3KRP FOXC1 GALNT6 GATA6 GIGYF2 GPR12 GPR83 GRHL3 GSKIP GSTA5 HDAC9 HFM1 HNRNPD HTR2C IHO1 IMMT INHBA ITPK1 KCNK10 KDM5A KIAA0586 KRTAP1-5 LAMC2 MACROH2A1 MAP2 MAP3K21 MEF2C MID1 MME MMP19 MTAP NAALADL2 NADK NEUROD6 NPHP3 NTRK2 NUFIP2 NWD2 OLFML2A PAIP2B PCDH9 PKIA PLXNC1 POLK PPP1R15B PRDM8 PREP PRKAA2 PTHLH QKI RASSF5 RBM39 RBMXL1 RGS21 RIMS2 RPS6KB1 SALL1 SART3 SDR42E1 SEL1L SETD7 SLC17A6 SLC25A40 SLC4A8 SMG7 SNX13 SOCS5 SP4 SPRY2 SRSF10 ST18 STK26 SYT1 TMED2 TMEM45B TNFRSF21 TNRC6B TPSG1 TSC22D2 TUBB UBE3A UBN1 UBN2 UCHL3 UFD1 UNG YAE1 YAF2 ZAR1 ZAR1L ZEB2 ZNF37A ZNF546 ZNF689 MIR4684_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4684_5P ABLIM2 ADAM12 ADAMTS19 ADGRG1 AKAP9 ALG1 AMMECR1L AMTN ANKUB1 ANO5 ANOS1 ANP32E APBB2 APELA ASH1L ATRNL1 ATXN7L1 CASP10 CCDC51 CCDC6 CD109 CD1D CEBPZOS CHRDL1 CIPC CNTNAP1 COX15 CPSF7 CRYBG1 CTCFL CXXC5 DHX36 DLG3 DNAH14 DNAJA1 DRC3 EIF5B ELK4 EPB41L1 FAM199X FGD2 FRY GABRB2 GALNT15 GATA2 GATAD2B GDAP2 GID8 GINS1 GK5 GLIS3 GNA13 GOLGA5 GUCY1A2 GXYLT1 HMGB2 HPSE HSPD1 HYKK IGFBP3 IRAK2 JADE1 JADE2 JCHAIN KDM2B KLHL24 KLHL5 KRTAP19-6 LPIN3 LRP8 LRRC51 LURAP1 MALT1 MATR3 MDGA2 MEOX2 MIS12 MS4A1 MTFMT MYOZ2 MYPN NFYA NOL9 NTNG2 NUDCD1 NXT1 NYNRIN OGFRL1 ORAI2 ORC4 OSBP PABIR1 PAICS PAIP1 PCBD2 PDE4B PDE6A PDK3 PDZD8 PDZD9 PLCXD1 PNO1 PPHLN1 PPP1R14C PPP6R3 PTPN11 RAB11B RAB41 RBBP4 RBM8A RDH10 RDH12 REPIN1 RGS5 RHOBTB3 RIN2 RNF44 RPS20 RPS6KA3 RTKN2 SCIMP SCML2 SCOC SHANK2 SHISA2 SLC16A7 SLC30A7 SLC4A8 SLC6A1 SLMAP SNTG1 SOST SPATA31A1 SPATA31A3 SPATA31A5 SPATA31A6 SPATA31A7 SRPX STARD4 STX2 SYNPO2 TAB3 TATDN3 TCF24 TDRD10 TIMM50 TMEM236 TMEM248 TOR1AIP2 TRIQK TRMT10A TTC14 UGCG UMPS USH1G USP1 USP28 UVRAG VEZF1 WIZ YME1L1 ZBTB10 ZBTB20 ZBTB38 ZC3H12B ZEB2 ZFP2 ZFX ZNF181 ZNF195 ZNF250 ZNF302 ZNF33A ZNF479 ZNF490 ZNF677 ZNF705EP ZNF737 ZNF776 ZNF850 ZNF99 MIR4685_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4685_3P ACSM2B ADCY1 ADCY3 ADRA1A AGO4 AP1AR APLN ASIC1 ATG9A BARX2 BMP2K BTN3A1 CAPN15 CCR2 CDKL5 CFAP97 CPD CREB5 CSPG4 DCC DDAH1 DDX3X DKK2 DTX4 DUSP6 EDEM1 EDN1 EFEMP2 EHF ENPP3 EOMES EPC1 EPHA7 ESRP1 FAM117B FNDC9 FRMD5 FSD1L GPR161 HMGA2 HNRNPUL2 HOXA10 HS1BP3 ICE2 INO80D INTS8 KAT5 KCNQ3 KIAA1210 KLF12 KLHL42 KPNA1 KPNA6 KRT80 LRP12 LTBP1 LYZ MAP1A MAP2K4 MAP2K6 MAP4K5 MS4A6A NAA16 NBN NCAN NDST3 NTRK2 NUAK1 NUDT13 NUP88 PHF23 PLCB1 PMEPA1 POU2F1 PRAME PTGER3 PTHLH QKI RAB11A RAP2A RCC1 RECK RFX5 RGCC RIPK1 ROBO2 RP2 RPL28 S1PR1 SAYSD1 SEC22B SEPTIN6 SLC22A5 SMG7 SNX31 SOX11 SPATA13 SPEG SRP54 STK38L STYK1 TACC2 TAF1C TAF5 TGFB3 TIE1 TMEM121B TMEM242 TMOD2 TMOD3 TOB2 TOP1 TOX2 TRAF2 TRHR TRIQK UPRT VAPB VBP1 XCL1 ZDHHC22 ZNF135 ZNF384 ZNF506 ZNF600 ZNF71 ZNF780B ZNRF3 MIR4685_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4685_5P ABAT ABLIM3 ACTR1A ADAMTS6 AP5B1 APH1A ASB8 ATP2B1 B3GNT7 BIK BMF CADM3 CCNY CHAC1 CHGA CISH CPEB3 CSF1 CST9 CYTH1 DAB2IP DDB1 DEDD2 DENND4B DEXI DGKD EEIG1 ERF FAM53A FKBP5 FLRT1 GAS7 GIMAP1 GPM6A GRB10 GSTZ1 HAPLN4 HEMK1 INTS6 ISM2 KCNJ10 KLHDC8A LRRC20 MEGF11 MICOS10 MS4A7 MVB12B NAGS NALF2 NATD1 NDOR1 NDUFA2 NEURL1 NHLRC3 NOTCH2 NPLOC4 NTN1 OLFML2A ORAI2 OTUD7A PACS2 PHF8 PITPNM3 PLEKHA6 PNMA8B POU2F2 PPARGC1A PPP2R5D PPP3CB PSMA3 PSMD9 PTPN12 RAB5B RAPGEF5 REPIN1 RNF135 RPL13 RPL13A RPL41 RXRG SDR16C5 SERF2 SEZ6 SEZ6L2 SLC23A3 SLC35B1 SLC43A2 SLC6A17 SLC8A3 SLMAP SNTB2 SOGA1 SORCS2 SPICE1 SPNS2 SPOCK2 SUSD5 SYT9 TBC1D13 TBC1D22A THNSL2 TMEM120B TMEM185A TMEM239 TMOD2 TNS3 TRARG1 TRIM7 TTYH3 UACA USP2 USP42 VDR VPS37D VPS39 VRK3 WDTC1 WNT9B ZER1 ZNF512B ZNF704 MIR4686 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4686 ACVR2A ADAM17 AGBL3 ANGEL2 APLP2 BIVM BTBD1 C1QTNF7 CAT CBLN4 CIAO2A CKAP2L CLDN8 CRELD1 CXADR CYBRD1 CYP4V2 DAB1 DCX DMAC1 DNAJC19 DYDC2 EFCAB11 EFCAB14 ETS1 EXTL2 FAM133A FBXO9 FGFRL1 FGL1 FSTL5 GCA GPATCH2L GPBP1L1 HOXA7 HOXC8 IDI1 KIF13A KNL1 KRT6A LARP4B LMO7 LRRC42 MARCHF3 MICAL2 MORN4 MTMR4 NCAM2 NME5 PDIA4 PDZK1 PHIP PRNP PTCH1 RAB21 RABEP1 RAD23B RAP2C RBMY1F RCE1 RPEL1 SCRN1 SEC23B SEC31A SLC10A7 SLC51B SLC66A1L SLCO5A1 SLF2 SPINK9 TBC1D22B TEDDM1 TJP2 TMED3 TMEM186 TMEM33 TTN UBE4A UBN2 VAPA ZFPM2 ZNF347 ZNF570 ZNF704 ZNF839 MIR4687_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4687_3P ABITRAM ACACA ADAMTS17 AJAP1 AKAP10 APLF BAIAP2L1 C8orf34 CDA CEACAM1 CENPB CEP57 CLIP2 CNIH1 CXCL8 CYSLTR1 CYTIP DLK1 EGR1 ENOSF1 EPC1 ESR1 EVC FRMD5 GOLM1 GRIK1 GRIN3A GVQW3 KDM4C KDM6A KRTAP4-5 LIPT2 LRCH1 MEGF11 MEOX2 MFAP4 MPV17L MSRB2 MYO9B MYRIP NAB1 NCOA4 NFATC1 NPTX2 NR4A3 NSA2 PABIR2 PHF13 PHGR1 PLAAT4 PLEK2 PLS3 PPM1M PPP1R3F PRRC2C PTGFRN RALBP1 RASSF2 RBM24 RHOF RNF149 SAP18 SCML4 SDHC SESN3 SGMS1 SLC10A7 SNCAIP STK38 TAF4 THEMIS TIFA TMEM132B TOMM22 TTPAL TUBGCP4 UBALD2 UBE2D1 UBXN2B USP31 VEGFB YWHAG ZNF250 ZNF879 ZRANB1 MIR4687_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4687_5P ANK1 ATP2B4 AXIN2 BDKRB2 CACNA1E CASTOR3P CDK12 CELF2 CNKSR1 CPLX3 CXCL5 DGKI ELK4 ELMO2 ERC2 FAM220A GRM5 IGSF11 KCNJ16 KLF3 KLF6 LUZP1 MEMO1 NLN PEG10 PHTF2 PPM1D PRKCB PURA SDR42E1 SEC14L1 SEC63 SLCO5A1 TLCD5 TMEM161B TRIB1 TSEN2 VBP1 WDFY4 YAE1 ZC3H7B ZFAND6 ZKSCAN1 ZNF609 MIR4688 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4688 AFF4 ARPC4 CAMK2A CDC42EP1 CDK19 CHD3 CHIA CHST5 CNOT6L CPEB3 DGAT1 DGAT2 DPY19L1 EEIG1 FBRS FUT8 GSTT2B GTPBP1 GYPB HBP1 ISLR MITF MLIP NEGR1 PCDH9 PLA2G6 PLCB1 POU2F2 PPARD PTPN1 RERG RHBDD1 SINHCAF SLC33A1 SMUG1 SNW1 SOX10 SPRY2 SUFU TANC2 TFB1M TMEM132B TMEM260 TULP3 UBE2M ZBTB47 ZSWIM5 MIR4689 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4689 ABRAXAS1 ADCYAP1R1 AMOTL2 ANKUB1 ARHGEF39 ATP12A BAZ2A BCAT1 BLMH BRPF3 CCDC127 CCDC149 CCDC178 CD59 CD84 CEP120 CIT CNGA3 CPSF7 ENDOD1 ENSG00000187186 ESYT1 EXOC8 EYA4 FAM167B FAM168A FAM53B FMNL3 FOXJ2 GABRA6 GABRB2 GDF5 GFRA1 GPR65 GRIN2A GRSF1 GSDMC HBP1 HPSE IGF2R IGSF5 IL13RA1 ING3 IPO5 KANK2 KAT7 KIAA1549L KLHL24 KRT40 LEPROT LUZP1 MAP7D3 MBP MIER1 NOL4L NR6A1 NRN1 PKD2L2 POU3F3 PRKRA RACGAP1 RIMBP2 RNASE2 RTL5 S1PR1 SCAF4 SEMA7A SH3TC2 SLAMF7 SLC34A1 SLC35F1 SLF2 SNPH SOCS6 SV2A TBR1 TMCO1 TOP1 TROAP UBE2QL1 VRK3 VWC2 WNT1 ZBTB39 ZDHHC6 ZNF280D ZNF652 ZNF99 MIR4690_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4690_3P ADCYAP1R1 ADSS2 ALG13 ARHGAP21 ASB1 ATP8B1 BCAP29 C9orf72 CERT1 CFL1 CNR1 CNTNAP2 CPT1A DDX6 EMILIN2 EVC FAM217B FAM76A GALNT15 GINS2 GPBP1 GPRASP3 GRB2 GRIPAP1 HABP4 HNRNPR INHBB INKA2 INPP5A ITPRIPL2 KCND1 KDM3B KDM6A KIAA1549 KRBOX5 KSR2 LRRC4 LYSMD1 MMD MMP14 MZT1 N4BP3 NAA50 NMT1 OCLN PHF21A PLEKHA3 RAB31 RIMS3 SGPP2 STAC2 STAG2 STK32B STRBP SUFU TBC1D8B TESK1 TMEM127 TNRC6A TREML2 TRIQK UBE2D4 VAMP3 VWA8 WFDC2 ZDHHC18 ZDHHC8 ZNF330 MIR4690_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4690_5P ACTR3 ADAM19 AKAP13 AMOTL2 ARVCF ATP2B2 ATP2B4 ATRX BPTF C17orf100 CACNB1 CADM1 CCN2 CD59 CD8B CDK16 CDR2L CENPB CENPQ CFAP141 CLIC5 CSNK1A1 CYRIA DAGLA DDX3Y DIAPH1 EIF4B ERF FGF14 GALNT18 GSKIP HIPK1 HOXC5 HPSE2 INPP4A IRX4 JRK KCNK9 LAMTOR1 LAMTOR3 MAFB NEO1 NTRK3 PAN3 PARP8 PATL1 PDGFA PHF3 POLI PPP2CB PRDM11 PTPRC RASA2 ROCK2 RPE65 RPGRIP1L SATB2 SCN7A SEC24C SETBP1 SHISA6 SMYD5 SOHLH1 STAU2 SYT1 TBC1D4 TCEAL1 TLE3 TMEM248 TPM3 UBE2H UBE4B UBXN2B ZFAND3 ZNF704 MIR4691_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4691_3P ABHD16A ACO2 ALKBH1 APC ARAP2 ARHGAP24 AZI2 BCAT1 BCL9L BHLHE22 CACNA1B CACNG6 CAMK2A CDH20 CTNND1 CYRIA DCLK1 DGAT2L6 DHODH DIO2 DLGAP3 DLX1 DNER DUXA DYRK1A EIF4G1 ENTPD6 ERMN EXTL3 F2RL2 FAM53B FAM53C FCER2 FOXG1 GARS1 GATA6 GLG1 GOSR2 GRIK2 HIPK1 HNRNPK HS3ST4 HSD3B2 HTR1F ISOC2 JAG2 JRK KIF21A KLF1 KPNA1 KY LMX1A MAFG MARCHF5 MBD1 MCMDC2 MED21 MED27 MMP11 MNT MTURN MYO1E MYOF NF2 NKIRAS1 NUDT10 PARN PDIK1L PDS5B PHF20L1 PLEKHG4B PPP1R1B PRICKLE2 PSMB5 PTBP2 PTH2R PYGB RAB1A RBPJ RUNX2 SEC24C SFMBT2 SLC45A4 SPRY1 SREK1 SS18 SUSD6 TBC1D4 TCF4 TRIT1 TVP23A UBE2E2 ZBTB34 ZFAND6 ZMYND11 ZNF711 MIR4691_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4691_5P ABRAXAS2 ADAM28 ADAMTS15 ADAMTS17 ADRA1D AFF1 AKAP5 AKT3 ALDH8A1 ANKRD17 ARFGEF3 ARHGEF33 ARHGEF38 ARPP21 BAHD1 BRINP1 CACYBP CARNMT1 CCDC43 CCNY CDK15 CDK19 CPEB4 CPLX2 CPPED1 DAG1 DAXX DBNDD2 DCDC1 DNAJB7 ENKUR ENSA FAM149A FANCG FBXW7 FCRL2 FKBP9 FRAS1 GBP2 GFI1 GPC3 GRM7 HOXA9 KATNAL1 KCNA5 KCNA6 KDM3A KIN KRCC1 LHPP LIPG LRRFIP2 LSM6 LUZP1 LYSMD4 MDM4 MFSD6L MLLT1 MRPS33 NABP1 NADK2 NASP NGFR NLGN1 NME8 NOL10 NPAT NRIP3 PAX1 PIN4 PNISR POM121 POTEC PRDM13 PRKCB PRKDC PSMG3 RAB26 RAB31 RAB33B RAB3IP RAB9A RANBP3L RBM41 RGS21 RNF111 RNLS SAMD4A SENP6 SENP8 SESN3 SH3PXD2A SLC35D1 SLMAP SMAD1 SNAPC4 SNF8 SORCS3 SP1 SP3 SPRED1 SPRY4 TAF1L TEF TENM1 TFE3 THBS1 TIMM23 TMEM237 TMEM35A TNFRSF11A TNFSF13B TOMM40L TRAK2 TRDN TRIM2 TRPM8 UBASH3A UBN2 USP34 VCAN VIPR1 ZBTB5 ZBTB8A ZNF326 ZNF564 ZNF618 ZNF691 MIR4692 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4692 ABR ACRV1 ACSBG2 ADAM22 ADORA1 AKAP13 AMER1 ANGPT2 AQP1 AREL1 ARMH3 ASB6 ATP1B2 ATP2B3 ATXN7L3B AVIL BBS5 BLMH BMF BRD4 C18orf25 CACNA1A CACNA1B CAPN2 CASKIN2 CCNT2 CDC42EP4 CDK16 CEP164 CEP72 CHMP7 CMTM4 CNTN2 COTL1 COX7A2L CREB1 CREB3L4 CREB5 CRLF3 CS CTTNBP2NL CYP11B1 CYP4A11 CYP7A1 CYP8B1 DENND10 DESI1 DGKH DIS3L2 DNALI1 DOC2A DOCK5 DPP9 EGFLAM EGR1 EIF1AY ENTPD4 ERGIC2 ESR1 F8 FAM83B FBF1 FBXL20 FBXO10 FBXO45 FGFRL1 FOXO1 FPGS GABRB3 GARRE1 GCC1 GJB1 GPR26 GPR63 GRB10 GRIK3 H2BC5 HAND1 HEG1 HEY2 HIF1AN HIGD1A INO80 INO80D IQCG ITGB3BP ITPK1 JARID2 JOSD1 KCND3 KDM2A KIAA0513 KIF3C KL KRT73 KSR2 KY L3MBTL2 LBH LCE1E LMO7 LRRFIP1 MAP2 MAP3K9 MAP4 MAPKAPK3 MARCHF6 MBD3 MBNL1 MEIKIN MINDY2 MLXIP MOSPD1 MOV10 MPIG6B MYADM MYBBP1A MYPOP N4BP1 NAA60 NACC2 NAV1 NAV2 NBPF1 NBPF12 NBPF15 NBPF3 NBPF8 NBPF9 NEXMIF NFIL3 NOTCH2 NPR3 NXPH4 OLFM2 OR2C3 OTUD6B OTUD7A PABPC4L PAK2 PARN PCDH1 PCDHB10 PCSK7 PDCD1 PDGFB PHTF2 PIAS3 PITPNM2 PLAAT5 PNKD POU4F1 PPP1R11 PRKAR2A PRM1 PRX PTP4A2 RAB11B RAB11FIP4 RAB1B RANBP10 RETREG2 RIMS4 RIT2 RMND5A RNF123 RNF44 RPEL1 RPF2 SCN4B SEMA4F SGPP1 SH3BP2 SH3GLB2 SHISA7 SKI SLAIN1 SLC26A7 SLC39A10 SLC43A2 SLC8A2 SMARCAD1 SMIM24 SMLR1 SNX11 SON SPTSSB SSBP3 SSR1 ST7L STAMBP STRN STUM SV2B SYNE2 SYT1 TBC1D10A TBC1D13 TBC1D2B TENM1 TEX2 TFDP1 TLR9 TMCC2 TMEM9B TMPRSS6 TRAF3 TRIM26 TRPC4AP TSPAN2 U2SURP UNC5CL USH2A UTRN VAMP2 VPS36 WASF2 WASL WDFY3 WWP2 XRCC6 ZC2HC1C ZER1 ZMAT3 ZNF250 ZNF526 ZNF608 ZSCAN2 MIR4693_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4693_3P ABHD6 ADAMTS14 ADCY1 ADIPOR2 ADORA2A AKAP3 ALG10 ALPK1 ARRB2 ATP11C CCNT1 CDK17 CYP39A1 EFR3B EPPIN FLOT2 GMNC HECW2 HSPBP1 INSR IQSEC3 JUN KCNIP1 KLF7 LNX2 LZTS3 MARK2 MC2R MTF1 NIPSNAP2 NUF2 OLA1 OSGIN2 PARP9 PDS5A PEX19 PHKA2 PNLDC1 POU3F4 PPARGC1A PROX1 RAMP2 RBMS3 ROS1 RPGRIP1L RSU1 SLAIN2 SLC6A15 SP100 SPRY3 STRN4 SULF2 TARDBP THBS1 TM4SF20 TRAPPC1 TRDN UBE2F UNC5A UNC5D ZBTB41 MIR4693_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4693_5P ABHD18 ADCY2 ANKRD12 ANKRD34A APC ARHGEF7 ARID1B ARIH1 ARL5B ARPP21 ATXN1 B3GALT1 BACE1 BPNT1 C1D CACNA2D1 CCNH CDYL2 CEP68 CHD1 CLCN3 CNOT6 DENND4C DGKA DLX1 DMD DUXA FBXW7 FIGNL2 FOXP2 GALK2 GLCE GLRA3 GOLPH3 GSR HDAC9 HECTD2 HTR2C IGFBP1 JAKMIP3 KANK1 KAT6A KCNN3 KLHL36 KNG1 LIMA1 LMO4 MAP2 MECR MED13 MEF2C MFSD14A NHLRC2 NPTX1 NR3C1 PAM PATJ PCDH7 PCDH8 PCDH9 PCSK6 PLEKHA3 PNISR PPFIA1 PRKN PRNP PROS1 PRRG1 PSMD11 PSMG2 PTPN13 RAD51D RAP1A RBM4 REEP1 RHOQ RNF180 RNF2 SAP30BP SEC62 SLC26A7 SLC39A1 SLC39A14 SNAP25 SPRY2 SSBP2 TCF12 TENT4B TGM2 TIFA TMEM215 TMEM220 TNRC6B TRIO TRIP13 TSHZ2 UGGT1 VWC2 WDR11 WDR33 XRCC2 ZBTB20 ZC3H12C ZDHHC11 ZFP36L2 ZIM3 ZNF302 ZNF644 ZPLD1 MIR4694_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4694_3P ABCB5 ABCC4 ACBD7 ACVR1C ACVR2A ADAM12 ADAM23 ADAM7 AIG1 AMER2 AMMECR1 AMOT ANKRD20A1 ANKRD20A2P ANKRD20A3P ANKRD20A4P ANXA5 APAF1 ARID4B ARL15 ARPC2 ARSJ ATF2 ATP11AUN ATP6V1D AUTS2 AVPR1A B3GALNT2 BCL11A BEND3 BRWD1 C11orf87 C1S C1orf21 C21orf91 C2orf73 CACNG2 CAMK1D CAMK4 CAMTA1 CAPZA2 CASP3 CCDC169 CCDC170 CCDC179 CCDC186 CCR1 CD274 CD80 CDH11 CDK5R2 CENPM CEP20 CEP43 CFLAR CHIC1 CHST9 CIBAR1 CISD1 CLCN3 CLMP CLOCK CMTM2 CMTM6 CNDP1 CNOT6L COG5 COL21A1 CORO1C CPD CREB5 CTNNA2 CWC27 CXXC4 CYB5B CYLD DAZL DCK DCP2 DCUN1D3 DEDD DET1 DHX35 DIDO1 DLC1 DLG1 DLG2 DNAJC18 DNAJC22 DOCK7 EBF3 EIF2A EIF2AK3 ELL2 ERGIC1 ERRFI1 EXOC5 EXPH5 F3 FAM172A FAM180A FBXL2 FBXO25 FCHO2 FGF13 FGF14 FHIP2A FKRP FRK FXR1 G3BP2 GABRA4 GBP4 GEM GIMAP8 GLRB GLS GMNC GOLGA1 GPATCH11 GPC6 GPSM2 GTPBP10 HECW2 HERC4 HJV HMG20A HNRNPR HOPX HOXA1 HSD17B13 HYCC2 IFIT1B IKZF1 IL6ST KCNIP4 KDM2B KDM5A KHSRP KLC1 KNOP1 KRAS LCTL LGI1 LIX1 LPAR1 LPCAT1 LPCAT2 LSM8 LYZL1 LYZL2 MAGEB18 MAML3 MAN1A2 MAP2 MAP3K1 MAP3K13 MAP4K2 MARK1 MBL2 MED1 MEF2C MESD METAP1D METTL21A MFAP1 MFSD8 MOB1A MS4A1 MTR MTSS1 MTX3 MYSM1 MYT1 NEIL3 NEK4 NETO1 NEUROD1 NEUROD4 NFAT5 NFYC NIPBL NRIP1 NTRK2 NUFIP2 NUP153 NXT2 OMD OPRM1 OTUD1 PAK2 PALM2AKAP2 PANK3 PCNP PCSK5 PHIP PLEKHA5 PLEKHF2 POLR1E PPM1A PPP2R3A PRICKLE2 PRKAA1 PRKACB PRLR PRPF38B PSMA7 PTGR2 PTPN4 PTPRB PTPRG PTPRS PWWP3B RAB30 RANBP9 RAPGEF2 RASGRP3 RBBP5 RBBP9 RBSN RCOR1 RDX RERE RFX7 RGS8 RORA RPRD1A RSAD2 RTKN2 RYR2 SCGB2A1 SCN2A SEC23A SELENOP SEPTIN2 SEZ6L SGPP1 SGTB SHOC2 SKIL SLC10A7 SLC12A2 SLC13A3 SLC25A16 SLC2A2 SLC38A2 SLC4A7 SLC6A8 SMAD5 SMARCA2 SMIM14 SMNDC1 SORL1 SOS1 SPOCK3 SS18L1 STAC STC2 STOX2 SVEP1 SYBU SYF2 SYNJ1 TAF9B TANC2 TAOK3 TASL TBPL1 TECRL TET3 TGIF1 TIAL1 TM9SF3 TMCC2 TMEFF2 TMEM128 TMEM150A TMEM182 TMEM248 TMEM94 TMUB2 TNPO1 TNRC6B TOMM20 TOMM20L TOX3 TPD52L3 TPK1 TRHDE TSHZ3 UBE2Q2 UBE2W UBP1 VASH2 VEPH1 VPS53 VPS8 VSIG10 VSX2 WAC WIPF3 WT1 XBP1 YIPF6 ZBTB10 ZC3H12C ZDHHC23 ZIC3 ZNF441 ZNF567 ZNF76 MIR4694_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4694_5P ACTR3 AGL AZIN1 BCAT1 BMT2 CA3 CARMIL1 CCDC182 CCDC186 CPSF4 CSDE1 DMD DNMT3A DRP2 EMC6 ESRP2 F3 FCER1G GPC5 GPR183 IMMT KCND2 MAP4 MARCHF6 MIB1 NME7 NTRK3 PALLD PCSK5 PIGM RETSAT S1PR1 STX2 TRAF3 UBAP1 UBE2M ZNF563 ZNF704 ZNF773 ZNF781 MIR4695_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4695_3P ABLIM3 ADRA2A ARFGEF3 ARRDC4 ATXN7 BAZ1A C5AR1 CALB1 CEP112 CFAP61 CFL2 CHRNA7 CUL3 DCAKD DDX3X DLEC1 DPYS E2F6 EDA2R EIF4E3 ELK4 ENAH FAM107B FARP1 FGD6 GMFB GPR75 GTF2H5 IFT88 INTS7 ISL1 KIF16B KLF7 KPNA4 LAMP2 LBH LCOR LGR5 LMAN1 LRIT2 LRRC66 MAP3K7CL MCTP2 MRI1 MXD3 NBEA ODAPH OTX2 PARS2 PDLIM3 PIGK PROP1 PSD2 PTGFR PURG PWWP3B REST RIDA ROPN1 SDC2 SLC17A3 SLC17A7 SLC35D1 SLC38A1 SLC7A14 SNX2 SOX3 SPRED1 SV2C TANC2 TCEA1 TRDMT1 WDR26 ZBED10P ZNF10 ZNF250 ZNF394 ZNF420 MIR4695_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4695_5P AGO1 ANKS4B ATP6V1A ATXN7 BCAT1 BNIP3L C7 CAPN6 CASP8AP2 CDCA7L CDH15 CENPN CEP43 CEP85 CHMP4C CLUAP1 CUX1 DEPTOR DMWD DPP8 EEIG1 EFR3B ERI1 FANCB FBXW11 FCHSD2 FOCAD FSTL4 GABRR2 GEMIN7 GFPT2 GLG1 GUCY1A1 HMGB1 IGF1R ITGB3 JAK3 KIF1C METTL6 MOSPD3 MYBPC1 NCAPG2 NDUFA7 NECAP1 NHEJ1 NTRK3 NUMA1 OLFML1 PAQR4 PARP3 PCARE PCDHGA12 PRKAB2 PURA R3HDM1 RASSF1 RBFA RIMS4 RIOK3 RNF144B RPS6KA5 SERBP1 SERTAD3 SFR1 SHC1 SHISA7 SLC16A1 SLC25A20 SLC28A1 SPN SRSF1 STAC SYNGR2 SYPL2 TAF12 THEM5 TMEM214 TOR2A UBE2D2 UBE2Q1 VIPAS39 WASF2 WNT1 ZKSCAN3 ZNF528 ZNF704 ZNF737 ZSCAN22 MIR4696 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4696 ABCC9 AMPD2 ANKRD34A ATL2 ATP5MC3 BEND6 C4orf45 C5orf22 CACNB2 CBX5 CCNY CDK1 CDK13 CHFR CREBBP CREBRF CREM CXCL3 DEK DGKH DICER1 EEF1AKMT3 EML5 ENPEP ERC2 ERCC6 ERVFRD-1 FAM107B FBP2 FBXO28 FOXP1 G3BP2 GABRP GDAP2 GLCCI1 GPRASP2 GXYLT1 IGFBP3 JAZF1 JPH4 KCNH1 KCNH7 LRRFIP1 LYSMD3 MAX MEX3C MPZL1 MPZL3 MYRIP NACA NPY1R NUP153 PAIP2 PIK3CA PPP1R9A PPP2R2D PRR15L RARB RASSF2 RIOK2 RYBP SEC24A SEH1L SERTAD3 SGK1 SH3RF1 SHANK1 SIPA1L1 SLC17A6 SMAD4 SOCS6 SPAG9 SRSF4 SSR3 STEAP4 SUPT16H TCP10L2 TERF2 THAP1 TIMP3 TM9SF3 TMEM243 TMEM47 TNFSF11 TRH TRIM2 TRIM36 TRMT61B TTR UBE3A USP14 VAV3 WDR47 ZFR ZFX ZMIZ1 ZNF22-AS1 ZNF416 ZNF532 MIR4697_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4697_3P ABHD15 ACTB ADGRB3 AEBP2 AMOT ANKIB1 ARFIP1 ATP7A ATP8A2 BOLA3 BTBD7 CCT3 CDC7 CDH12 CENPI CEP20 CFHR3 CNOT2 COPS2 CXCL13 CYP46A1 DMD DUSP21 EBF3 FBXL14 FBXO8 FBXW7 FOXP1 G3BP1 GPM6B GPR155 GPR160 GRM7 HAO2 HLF HMGCS1 HMGN5 HNRNPH1 IGSF21 IKBIP INPP4A IQCH KIF23 KPNB1 LBR LCOR LEPR LONRF3 LRRC10 LSM6 MAP3K2 MARCHF5 METAP1 MMD MPRIP MPZ MRPS18A MYBL1 NAA30 NIP7 NKX2-1 NUP160 ODAPH OTUD4 PAFAH1B1 PAK5 PARD3B PDS5A PLA2G4A PRMT2 PSEN1 PTBP2 PURG RGSL1 RNPEPL1 RRAS2 SDC2 SESN3 SH2B3 SH3YL1 SIAH1 SIM1 SIRPD SLC10A2 SLC24A2 SLC37A3 SLC8A1 SLCO1B3 SOX5 SOX6 SP3 SPATA13 SSX1 SSX4 SSX4B SSX7 STAM STAT1 THUMPD1 TMEM9B TNFAIP1 TOMM70 TPM3 TPP1 TVP23A UBE3B UBR5 UBXN1 USP32 USP6NL VMP1 WDR43 XK YTHDF2 ZC3H12C ZCCHC8 ZKSCAN8 ZNRF1 MIR4697_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4697_5P ADGRL1 CARMIL1 EFNB1 FOXP4 HPD IGF2 IQSEC2 MDGA1 MELTF NAT8L NFIC NFIX NRG1 PDGFB RHOG RLBP1 SCRT1 SLC8A2 WNT1 MIR4698 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4698 AAK1 ABRAXAS1 ABRAXAS2 ACADM ACTA1 ACTR2 ACTR3B ACVR1C ACVR2B ADAMTS19 ADAMTS5 ADARB2 ADGRL3 ADRA1D AFF2 AKAP12 AKR1C1 AKR1C2 AKR1C3 ALG1 ALG10B ALS2 AMD1 AMZ2 ANK3 ANKRD29 ANKS1B ANO5 ANTXR2 AP1S3 APPL1 ARHGAP19 ARHGEF12 ARHGEF28 ARID5B ARMC1 ARPP19 ARRDC3 ARRDC4 ASAP1 ASB3 ASPH ATAD2B ATE1 ATF2 ATP2B2 ATXN7 AXIN2 B4GALT4 BARD1 BICRAL BLOC1S6 BLTP3B BMP4 BPNT2 BRWD3 BZW1 C1orf174 C1orf21 C1orf210 C5orf15 C5orf24 C6orf62 CA10 CACNA2D1 CADM2 CADPS CALCRL CALHM4 CALU CAMK2D CAPZA2 CARD14 CASP3 CAV2 CBX1 CCDC141 CCDC186 CCDC88A CCDC90B CCL18 CCNC CCSER2 CD28 CDC14A CDC40 CDC42EP3 CDC42SE2 CDC73 CDH13 CDH4 CDK1 CDK17 CDK6 CELF2 CENPBD1P CEP55 CERS6 CFAP52 CHD6 CILK1 CIRBP CLIC4 CLN8 CLOCK CLPX CLXN CMPK2 CNKSR3 CNOT1 CNOT6L COBLL1 COL25A1 COL6A6 COMMD3-BMI1 CPEB2 CPEB4 CPNE4 CPSF4 CPSF6 CREB1 CREB5 CREBZF CRELD2 CRIPT CSNK1A1 CSNK1D CSNK1G3 CTTNBP2 CTTNBP2NL CUL2 CUL4A DACH2 DBT DCUN1D1 DDIAS DDX3X DEK DENND1B DEPTOR DERL1 DGKH DGKI DIP2C DLK1 DMD DNAH5 DNAJA2 DR1 DSC3 DSG3 DUSP16 DUSP19 E2F8 EHHADH EI24 EIF1AX ELAVL1 ELAVL2 ELK1 ELK4 ELOVL7 EMP1 ENC1 ENKD1 EPC2 EPHA5 EPM2AIP1 ERBB4 ERBIN ERLIN2 ERO1B ERRFI1 EYA2 F13A1 FAM117B FAM120A FAM20B FAM76B FANCM FAT4 FBXL2 FBXO22 FBXO28 FBXO43 FGL2 FHIP2A FMO3 FOXJ3 FOXO1 FPGT FRK FRMD5 FRMD6 FRS3 FRYL FSD1L FSTL5 FUT9 FZD4 FZD5 G0S2 G3BP2 GAB3 GABRB2 GABRB3 GCA GDA GFPT1 GGCT GHR GNAI3 GNG2 GNPDA1 GOLGB1 GOLIM4 GOPC GP5 GPALPP1 GPD2 GPR63 GRB14 GRIA4 GRID2 GRK5 GRM5 GSKIP GSN GUCY1A2 GXYLT1 HDAC9 HERC4 HERPUD2 HIPK1 HMBOX1 HMGB1 HNRNPC HNRNPR HOOK3 HSDL2 HSP90AB1 HSPE1-MOB4 HSPH1 HTR2C HTR4 HTR5A HYCC1 IL26 IPP IREB2 IRF2BP2 ITGB8 JADE3 JAK2 JAZF1 JPH1 KCND2 KCNH8 KCNJ1 KCNN3 KCNQ5 KCNT2 KDM7A KDSR KIAA0408 KIAA1217 KIDINS220 KIF26A KL KLF3 KLHL15 KPNA4 KRBOX1 KRTAP4-8 L3MBTL3 LAMA1 LAMP2 LBR LCORL LEO1 LGALSL LHFPL6 LIMCH1 LIN54 LIN7A LIN7C LOX LRPPRC LSM8 MAB21L1 MACF1 MACO1 MAN2A1 MAP3K13 MAP3K2 MAP3K20 MAP3K7 MAP4 MAP7 MAPK1IP1L MAPK8 MARCHF6 MARF1 MARK1 MAT2B MBD2 MBNL1 MBTPS2 MCFD2 MDFIC MDM1 MDM2 MDM4 MECOM MED13L MEF2C MEGF10 MEIOB MEN1 MFSD14B MFSD4A MIA2 MIB1 MICAL3 MID1 MIDEAS MIF4GD MINDY2 MLEC MLLT10 MOB4 MON2 MSR1 MTMR10 MTMR7 MTX3 MXD1 MYLIP MYT1 MYT1L NAA25 NAALADL2 NAB1 NADK2 NAP1L2 NAP1L5 NAV2 NCOA7 NDUFAF5 NEDD4 NEDD9 NEGR1 NEK1 NETO1 NFYB NIPBL NLK NOL4 NOTCH3 NPR3 NR2F1 NRIP1 NUDT12 NUDT21 NUFIP2 OBI1 OGN OLFM3 ONECUT2 OPCML OSTF1 OTUD1 PABIR2 PABPC4 PABPC4L PABPC5 PAFAH1B1 PAG1 PARP8 PATJ PAX6 PCDH19 PCDH7 PCDHB10 PDIA6 PDLIM5 PDS5B PELI1 PFKFB3 PFN4 PGAP1 PGM2L1 PHACTR3 PHF20 PHTF2 PI4K2B PIK3CA PISD PLCL1 PLEKHA3 PLEKHG1 PLEKHH2 PLGRKT PLS1 PLS3 PLXNC1 POU2F1 PPARGC1A PPP2R5C PPP4R2 PREX2 PRKAA1 PRKAR2B PRKCA PRKCI PROX2 PRPF39 PRPF4B PRPS2 PRR27 PRR7 PRTG PSD3 PSMD14 PSME4 PSPC1 PTBP2 PTP4A1 PTPN11 PTPN14 PTPN20 PTPN21 PTPN4 PURA QKI QSER1 RAB11FIP2 RAB12 RAB1A RAB9B RAD51B RADX RAG1 RANBP3L RAP2C RASSF2 RASSF8 RBBP5 RBM22 RBM26 RBM43 RBMS3 RC3H1 RCC1 RDM1 REPS2 REV3L RFX3 RFX7 RIPPLY3 RNF144A RNF165 RNF187 RNMT RORA RPS20 RPS6KA3 RPS6KA6 RSBN1 RTKN2 RTP4 RXYLT1 RYR2 SALL1 SAMD12 SAP18 SCAI SCAMP1 SCRN3 SEC22C SEC23IP SEC62 SECISBP2L SEM1 SEPHS1 SERINC1 SESN3 SF3A1 SGIP1 SGTB SH3TC2 SKIDA1 SLC16A7 SLC18A2 SLC1A2 SLC25A20 SLC25A21 SLC2A10 SLC30A4 SLC38A2 SLC40A1 SLC4A10 SLC7A1 SMURF2 SNAI1 SNRNP40 SNTB2 SNX18 SNX3 SOGA3 SORBS1 SOX11 SOX30 SOX6 SOX9 SP3 SPATA13 SPOCK3 SPTBN1 SPTLC2 SPTLC3 SPX SRI SRSF2 SSH2 SSRP1 ST13 ST18 STAG2 STAM STK24 STOM SUZ12 SVIL SYNPR SYT16 TAB2 TAB3 TAF1C TAFA1 TBC1D8B TBL1XR1 TBX15 TC2N TCEA1 TCF4 TEAD1 TEF TENT2 TENT5A TEPSIN TERB2 TET2 TFPI TIA1 TIAL1 TIFA TLCD4 TM9SF3 TMED7 TMEM132B TMEM170A TMEM245 TMEM30A TMEM33 TMEM38B TMEM65 TMX1 TNRC6B TNRC6C TOMM20 TOP2B TOX3 TPCN1 TPT1 TRIB2 TRIM59 TRMT61B TSC22D2 TSHZ1 TSSK2 TTC28 TTC33 TUT7 UBA6 UBE2D3 UBE2E2 UBE2G1 UBE2K UBE2W UBQLN1 UBQLN2 USH2A USP38 USP46 UTRN UTS2B VIT VNN1 VPS13C VSIG1 VSTM2A WDR72 WNK1 WWP1 XPC XPO7 XRN1 YIPF6 YTHDF2 ZBTB10 ZBTB11 ZBTB20 ZBTB38 ZBTB44 ZC3H12B ZCCHC2 ZDHHC23 ZDHHC6 ZFX ZMAT3 ZMYM2 ZNF148 ZNF28 ZNF319 ZNF451 ZNF468 ZNF507 ZNF512 ZNF532 ZNF554 ZNF704 ZNF705EP ZNF714 ZNF736 ZNF75A ZNF76 ZNF761 ZNF765 ZNF860 ZNHIT6 ZNRF2 ZSWIM4 ZZZ3 MIR4699_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4699_3P A1CF ABHD10 ABHD13 ACTR3B ADAMTS5 ADAMTSL3 ADARB2 ADD3 ADRA1A ADRA2A ADRB2 AFG3L2 AHCTF1 AKAP1 ALDH1L2 ALG10B ALG11 ANGPT2 ANKRD22 AP1AR AP3M1 AP3S1 APBB2 APC ARGLU1 ARHGAP11A ARHGAP18 ARHGAP23 ARHGAP32 ARHGAP5 ARHGEF11 ARID2 ARL1 ARL4A ARL6IP1 ARL8B ARMT1 ARPP19 ASAH1 ASB5 ATMIN ATP1A2 ATP23 ATRN ATXN7 AZIN1 B3GALT1 B3GALT2 BACH2 BBOF1 BCAR3 BCL2L11 BDP1 BMP3 BMP6 BORCS7 BRD2 C1orf21 C1orf52 C2orf49 C6orf136 CACNB2 CALCRL CAPN12 CASD1 CBFB CCDC61 CCN2 CCPG1 CDH10 CDH6 CDK19 CDYL2 CENPA CEP350 CGGBP1 CHIC1 CHMP7 CHST2 CILK1 CLK2 CLSTN1 CLVS1 CLVS2 CMPK1 CNEP1R1 CNOT4 CNOT6L CNOT7 COG2 COL5A1 CPSF6 CRLS1 CRY1 CSNK1G3 CUL1 CXCL8 CYB5B CYTH3 DACH1 DBF4 DCAF17 DCLK1 DCUN1D1 DDHD2 DENND5B DEUP1 DGKH DHX15 DHX35 DHX40 DICER1 DIPK2A DKK1 DKK2 DLC1 DLG2 DMXL2 DNAAF9 DNAH10 DNAJA3 DNAJC10 DNAJC6 DOCK3 DUSP6 EDEM3 EEA1 EGR3 ELAVL2 ELF1 EMC8 EMP1 EMX2 ERBB4 ETNK1 EXPH5 FAM135B FAM181A FAM234B FAM3C FAR2 FASTKD5 FBXO3 FBXO32 FCHO2 FCRL1 FCRL2 FGD4 FGF9 FGFR2 FILIP1L FMNL2 FOXJ3 FUT9 GAB1 GABARAPL2 GABRA4 GABRB2 GABRG2 GBP4 GCLC GFPT1 GLI2 GNAQ GNL3L GOLPH3 GOLT1B GPR4 GREB1 GRIA2 GRIA3 GUCY1A2 HBS1L HCN1 HECTD2 HIPK2 HJURP HLX HNF1B HOOK1 HOXD8 HSD17B13 HSPA1A HSPA5 HTR2C HYCC1 HYCC2 IFFO2 IFIT5 IFT74 IGFBP3 IL22RA2 ING3 INO80D INTS2 INTS6 IQCK IREB2 IRX2 ITGA8 ITGB3BP ITPR1 IYD JADE3 KAT7 KATNBL1 KBTBD3 KCNA2 KCNAB1 KCNJ1 KCNJ4 KCTD4 KHDC4 KIAA1217 KIF18A KIF1B KIT KLF3 KLF5 KLHL24 KMT2A LARP7 LGR5 LMOD2 LNPK LONRF3 LRIG2 LRP6 LRP8 LRRC58 LRRK2 LSM1 LSM14A LTV1 LYPD6 MAMDC2 MAP3K1 MAP3K2 MARCHF6 MBNL3 MCRS1 MEF2A MEX3C MFAP3 MIA2 MKRN3 MPDZ MPP7 MPV17L MRPS23 MSC MTFR1 MTSS1 MYBL1 MYC MYRF N4BP2L1 NAP1L3 NCBP1 NCOA3 NCOR1 NEFL NEGR1 NF1 NFKB1 NHS NIPA1 NKTR NLK NOG NPAT NPR2 NRCAM NRG1 NRIP1 NUFIP2 NXPH2 OCIAD1 OCLN OLIG3 OPRK1 P2RY14 PABPC4L PAN3 PAQR3 PARP8 PAWR PCDH11X PCDH11Y PCDH9 PCNP PDE1A PDE1C PDLIM5 PELI1 PEX2 PHAF1 PHC3 PHF13 PHF23 PHF3 PIK3CG PIKFYVE PIM2 PIP4P2 PIP5K1B PKN2 PLAC8 PLD3 PLEKHA1 PLPPR4 PLXNA2 PNRC1 POLR2B POU3F1 PPM1D PRKD3 PROSER1 PRPF40A PRR16 PSD3 PSMB4 PTP4A1 PTPN13 PTPN22 PTPN4 PTPN6 PTPRB PTPRJ PTPRM PTPRZ1 PXDC1 RAB11FIP2 RAB12 RAB14 RAB27A RABGEF1 RAD17 RAI2 RALGAPB RALGDS RALGPS2 RAPGEF4 RASA1 RBBP6 RBM12B RBM25 RBM27 RBM39 RBM41 RCOR3 RETREG2 REXO2 RFPL4B RFX3 RFX7 RGS7BP RHOT1 RIC1 RICTOR RILPL2 RNF128 RNF169 RORA RSBN1L RTCA RTF1 SACM1L SAMD8 SAMSN1 SASH1 SCAI SEL1L3 SELENOK SESTD1 SEZ6L2 SF3B2 SFSWAP SGIP1 SGPP1 SH2D3C SIMC1 SIX4 SKIL SKP1 SLC1A1 SLC20A2 SLC27A2 SLC31A2 SLC35D2 SLC35E2A SLC38A2 SLC45A1 SLC5A3 SLC8A1 SLC9A6 SLITRK2 SLITRK6 SLMAP SNTG1 SNUPN SPAG1 SPTLC2 SRP9 SRPX2 SRSF1 STARD13 STAT5B STC2 STK24 STMN2 STRBP STRN STX12 STXBP5 SUZ12 SVIP SYT15 TACC2 TBC1D12 TBC1D23 TBK1 TENM1 TENT4A TFEC TGFB2 TIAL1 TLE1 TM9SF2 TMEM170B TMEM202 TMEM220 TMEM33 TMEM41B TMEM60 TOP2A TOX TRDN TRIM33 TRPS1 TSGA10 TTC22 TTK TTL TUBGCP3 TUT7 TXNL1 TYW5 UBA2 UBE2K UBE2V2 UBR3 UNC50 URI1 USH2A USP12 USP42 VAV3 VEZF1 VGF VIP VKORC1L1 VLDLR WAPL WDR89 WIPF3 WRAP73 ZBTB34 ZC3H12C ZCCHC14 ZFAND5 ZIC1 ZIC2 ZIC3 ZMYM2 ZNF148 ZNF197 ZNF236 ZNF257 ZNF33B ZNF367 ZNF407 ZNF492 ZNF516 ZNF532 ZNF608 ZNF704 ZWILCH MIR4699_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4699_5P AASDH ACO1 ADCY3 AEBP2 AKAP1 ALG13 AOC3 APOBEC4 ARL5B ATRX C1QTNF7 C1orf43 C6orf89 CABS1 CCDC25 CD46 CD69 CD99 CDYL2 CEP57L1 CLEC7A CLVS2 COX11 COX16 DESI2 DGKH DHX33 DIMT1 DIS3 DPY19L4 DRP2 EBF3 EDIL3 EML1 ENPEP EPM2A ERO1B F2R FAM199X FAM227B FANCF FCHSD2 GALNT13 GDA GRIN2A GTDC1 HERC4 HHIP HSPA12A ID4 IDI1 IFT80 ILRUN KLHL11 KNOP1 KRBOX4 KRTAP4-3 LARGE1 LCORL LIMS3 LIMS4 LRRC19 MAP7D2 MAPK10 MCTP2 MED30 MLX MYEF2 NTS OSER1 PARVA PGGT1B PIH1D2 PIK3C3 PKD2 PLSCR1 PPFIA2 PSENEN PTBP2 PTPRU PUM2 PWWP2A RAB3C RAB6D RAD51AP1 RAPGEF2 RASSF8 RETREG1 RIMKLB RPL7L1 SEMA3E SFPQ SGCB SLC4A10 SLFN12 SOX17 SSPN STAU2 SYNJ2BP-COX16 SYT10 TBL1X TBL1XR1 TFRC TMEM255A TMSB15A TMSB15B TPP2 TRDMT1 UBE2L3 ULK2 VPS13C WDR89 ZBTB20 ZDHHC15 ZFR ZIC3 ZNF107 ZNF678 ZSCAN20 MIR4700_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4700_3P AAK1 ABCD3 ARL15 ARPP21 BEND4 BNC2 C9orf72 CAV1 CBL CDYL2 CERS6 CERT1 CMTM4 CNR1 CSDE1 DKC1 DLG3 DNAJC16 DSN1 DUSP8 EMB ENPP2 EPM2AIP1 ERP44 FBXO11 FGF14 FMR1 FOXO1 FUT9 FYN GCG GID8 GSTA4 H6PD HSPA13 HTR1D HTR2C INAFM2 ITPRID1 KCMF1 KHDRBS3 KIF3A KMT2D KPNA4 LATS2 LBR LEMD3 LHX1 LRRC17 LSM3 LUC7L3 MAMLD1 METTL25 MFF MORF4L2 MTRF1L MTSS1 MYCBP2 NALF1 NBPF1 NCOA3 NOS1 NR2F1 NR3C1 OXR1 PAFAH1B2 PAX6 PCGF5 PDCD6IP PLCG1 PRDM6 PTPN1 RAB10 RALB REEP1 RFPL2 RXYLT1 SH2D1A SIDT2 SLC22A5 SLC39A8 SLC5A3 SPCS2 SPOCK1 SRPRA STMN2 SYNJ2 TAFA1 TAL1 TLL2 TMEM42 TREM1 TSHZ1 UMPS UPF2 UQCRB URGCP-MRPS24 VPS29 WDFY3 ZIC3 ZNF365 MIR4700_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4700_5P AAK1 ABCB9 ABCC10 ACACA AKIRIN1 ANKIB1 ANKRD20A1 ANKRD20A2P ANKRD20A4P APOM ARFIP1 ARID3B ARL10 ATF6B ATXN1L BAK1 BBIP1 BCL2L1 C17orf107 C2CD2L CALN1 CAPN12 CARMIL3 CARTPT CASKIN1 CCDC178 CCSER2 CD44 CDC42EP1 CELF6 CIC CIITA CLDN19 CLSTN1 CNGB1 CNTN2 CPLX2 CSKMT DAGLA DCTN5 DGAT2 DMWD DNAJC15 DNALI1 DNM1L DUSP9 EFCC1 EFR3B EGLN3 EHD3 ELMOD1 ENTPD3 FAM104B FAM228B FBLN1 FBXO41 FGF18 FGF19 FOXN3 FUT11 GAB2 GALNT15 GFAP GGA3 GIGYF1 GLIPR1 GLP1R GRIP2 HACD3 HCCS HEYL HSF2BP IL6R IQSEC3 ITGA5 ITPRIP KCNJ10 KCNK3 KCNMA1 KDELR1 KSR2 LASP1 LOXHD1 LYPD6 LZTS1 LZTS3 MAP3K14 MAPK1 MAT1A MAT2A MBD6 MBOAT7 MEIS2 MKRN2 MLLT6 MMUT MS4A15 MTHFR NAA40 NAGA NAV1 NCDN NFYC NHLH1 NR6A1 NRIP2 NUMA1 OPRM1 OSBPL7 PADI2 PAK6-AS1 PALM PCDHGA1 PCDHGA10 PCDHGA11 PCDHGA12 PCDHGA2 PCDHGA3 PCDHGA4 PCDHGA5 PCDHGA6 PCDHGA7 PCDHGA8 PCDHGA9 PCDHGB1 PCDHGB2 PCDHGB3 PCDHGB4 PCDHGB5 PCDHGB6 PCDHGB7 PCDHGC3 PCDHGC4 PCDHGC5 PMS2 POPDC3 POU3F3 PPP1CA PPP1R10 PPP1R1B PPP1R9B PRH2 PRKAR1B PRKCG PRX PSMD5 PSMF1 PXN RALGPS1 RANBP1 RARB RARG RASSF4 RCAN2 RGSL1 RNASE13 RNF170 S1PR2 SALL1 SAMD12 SAP30BP SEMA3F SEPTIN5 SERPINA1 SGCD SH2D3C SLC17A2 SLC25A14 SLC27A4 SLC34A2 SLC38A7 SLC6A9 SMYD1 SNX12 SOGA1 SON SORCS2 SORT1 SOX6 SPIB SRCAP SRM SSX1 STAM2 STX17 SUPT7L SUSD2 TBC1D13 TBKBP1 TBX5 TEAD1 TET3 TEX36 THRA TJP1 TMEM127 TOX3 TRIM71 TSPAN11 TSPAN2 TTF2 UBE2L6 UBXN4 UNC5B VSTM4 VTI1A WDR72 XPO7 ZDHHC23 ZNF106 ZNF346 ZNF474 ZNF559 ZNF687 ZNF704 ZNF831 MIR4701_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4701_3P ADH6 ATP2B2 BEST1 C6orf89 CAMK2D CD37 CMTR1 CRNKL1 DHFR DOCK7 DUOX1 EPM2A ETFRF1 EXOC3L2 FAM222A FGFR1 FLI1 GEMIN5 GLYATL2 HDGF HSD17B4 IQSEC2 KSR2 LIPA MFAP5 MPDU1 MSRB2 NRG3 NTS OCM OCM2 OSBPL1A PHLDB2 PRPF38B QKI RAB27B RPE SALL3 SLC35E2A SLC66A1L SPTBN1 SUOX TBX5 TMEM100 TNPO3 TYRO3 USP14 YIPF1 ZCCHC17 ZNF607 ZNHIT1 MIR4701_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4701_5P ADAMTS6 ARHGEF15 ARL15 ARNT2 ATRNL1 AZI2 B3GNTL1 C1orf35 CCDC141 CCDC92 CCND3 CENPN CEP128 CERKL CHST14 CLN5 CLSTN2 CNOT7 COL4A4 COL4A6 CTTNBP2NL CUX1 CYB561 DAAM2 DARS1 DCAF7 DCLK1 DDX3X DDX3Y DGKK DOCK7 DSTN ELF4 EMX2 FAM227A FBXW7 FUT3 FZD5 GALNT15 GDPD5 GPC4 GPR137C HILPDA HMGA2 ING3 IQSEC2 ITIH4 JAM3 KCNJ13 KLF7 KLHL14 KLHL32 LDAF1 MAP2 MARCKSL1 MARK1 MGAT1 MICAL3 MTMR4 MTX3 MYPN N4BP2 NALCN NFAT5 NR3C1 NUAK2 NUP50 OTUD6B PAK5 PGM5 PHF24 PIGX POGZ POTEF PRKAR1A PSMD10 PTPRO RAB3B RAP1B RHBDF1 RHOJ RHOQ RIMBP3 RIMBP3B RIMBP3C RIMS1 ROBO1 SATB1 SCN2A SDC3 SEMA6D SET SH3PXD2B SHANK2 SHISA6 SLC31A1 SLC6A17 SOX5 SPTLC2 SRSF6 ST6GALNAC2 STK26 SUCLG2 TBC1D22B TGM6 TIMP2 TKTL2 TLCD3A TMEM233 TNRC6C TOP3A TSHZ2 TTPAL TUSC1 TXNIP UBE2D3 UBE2H UBXN1 XIRP2 XPO7 XRCC2 YWHAZ ZFHX3 ZNF479 ZNF704 ZNF716 ZRANB1 MIR4703_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4703_3P AKR1C3 ANKRD44 ANO5 ATP11C B4GALT6 BIRC6 BRWD3 CAV2 CDYL CELF6 CLDN20 DDX52 DGKB DYNAP EXTL2 FAM161B FANCD2OS FBN1 FCHO2 HECW1 HVCN1 ITGBL1 LAMB1 LAMP2 MITF NAALAD2 NMI PCYOX1 PHF12 RNF125 RNF220 SATL1 SEC24A SLC2A12 TMPRSS11D USP32 VCL YBX3 ZNF239 ZNF326 ZNF470 MIR4703_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4703_5P ABCC9 ABCD2 ABCD3 ABI1 ABTB2 ACTC1 AFTPH AGAP2 ALCAM AMMECR1 ANKRD33B ANKRD44 ANXA2R APC APPBP2 ARAF ASPH B3GALNT2 B3GALT2 BACH2 BBX BCL11B BHMT BNIP2 C14orf39 C15orf40 C9orf72 CAAP1 CACNB2 CALCRL CALN1 CALU CCDC190 CCDC80 CCNG1 CCNL1 CD302 CDH11 CDK6 CLASP2 CLIC4 CLVS1 CMPK1 COMMD3-BMI1 COX15 CREG2 CRISPLD1 CTNND2 CXCL16 DCAF5 DENND10 DLX1 DNAJA4 DNHD1 DOK6 DUSP4 DUXA E2F7 EIF2S1 ELAVL2 ELAVL3 ELOVL2 ENTPD3 ERAP1 ETV1 EXT1 FAM135A FAM3C FAM98A FOXJ3 FSIP1 FSTL3 FUT9 GALE GCG GFM2 GLYAT GPATCH11 GPM6B GPR37 GPR85 GUCY1A1 HCN1 HIGD1A HNRNPD HNRNPR HS6ST2 HS6ST3 HTR4 IL17RB IL2RA INTU IREB2 ITM2A KCNH5 KCNN2 KDM6A KMT5B LARP1B LCLAT1 LCORL LRBA LRP2BP LY75-CD302 MAFG MAG MAGEB18 MARCKS MARK1 MARS2 MED6 MFSD8 MOB1A MRPS30 MSANTD2 MSR1 MTMR10 NAA15 NCOA1 NDNF NEK1 NFAT5 NHLH1 NR2F2 OR51E2 OTOGL PARP8 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 PCLO PCSK6 PDZD8 PEG10 PHETA2 PHF13 PHIP PIAS2 PKP4 PLAG1 PLEKHA3 PLEKHA5 PLEKHG3 POPDC3 PPIL4 PPP2CA PPP6R3 PRKCD PTAR1 PTP4A2 PTPRG QSER1 RAB11A RAB11FIP2 RAP1A RAP1GAP2 RASAL2 RB1 RBFOX1 RIC1 RNF212B RNF24 RO60 RSPO2 RUNX2 SACS SCN8A SFRP5 SIPA1L1 SIPA1L2 SKAP2 SLBP SLC20A1 SLC35F1 SLCO3A1 SMAD1 SMARCAD1 SNX16 SPATA22 SPIN1 SRGAP2B SRGAP2C STAB1 STEAP2 STK26 TAFA1 TCEAL9 TCF21 TET1 TFEC TGFB2 THAP1 THRB TIMM8B TMEM97 TMIGD1 TNFRSF11A TNFRSF11B TNPO1 TOGARAM1 TOX3 TP53RK TPM3 TRIM43 TRIM43B TRPS1 TTC5 TUT7 TXN UBE2B UGT8 ULK1 UNC5A UNC5C VAPA VPS36 VSNL1 WDR41 WSB1 YIPF5 YTHDC1 YWHAG ZDHHC23 ZFAND1 ZIC3 ZIC4 ZMIZ1 ZNF264 ZNF420 ZNF510 ZNF514 ZNF536 ZPLD1 ZSCAN23 MIR4704_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4704_3P ABCC4 ABCG5 ALKBH8 APAF1 ARAP2 ARHGAP44 ASXL2 ASXL3 ATG12 ATG4A ATRX BPGM CABP7 CACNA1G CCDC178 CCDC32 CCDC50 CCN4 CDR2 CELF4 CLTB CNOT7 CNP CPEB2 CTBP1 CTBP2 CTCFL CTDSP1 DDX3X DDX3Y DDX60 DLG3 DNMT3A DYRK1A EGLN1 EGR1 EPHB1 FAM167A FGF5 GATA6 GATD3 GEMIN8 GIGYF1 GIPC2 GLIPR1L2 GLT8D2 GPATCH2 GPC6 GRIA2 GSK3B GTF2H5 GVQW3 HES1 HMGCR HMGCS1 HNRNPDL HNRNPR IFNB1 KCNC2 KCTD10 KDM7A KLF2 KRTCAP3 LAMB4 LEP LINC02693 LMAN2L LMO4 MBTD1 MFSD4B MFSD5 MLEC MMP10 MT1E NDRG4 NEXMIF NFAT5 NIPSNAP2 NRG4 NUP153 NXF3 OR2A4 ORMDL1 OSBPL2 P4HA2 PAGE4 PBDC1 PHAF1 PHTF2 PLEKHA1 PNMA8A PPME1 PPP1R12A PROX1 PRUNE1 PTAFR PTPRE RAB10 RAB14 RAB39B RAB9B RALA RALBP1 RASSF4 RASSF8 RBM45 RGS7BP RNF168 RNF213 RRN3 RUFY3 SCP2 SELENOS SETD5 SHANK2 SLC23A2 SLC24A3 SLC30A5 SMIM43 SNAP91 SRGAP1 ST8SIA3 STOX2 TAF12 THBS1 TIMM9 TMEM179 TMEM70 TNFAIP8 TOP1 TRIM66 TRPM3 UBXN7 UGCG UQCC1 USP13 UXS1 VIPAS39 VPS53 XPO7 ZBTB46 ZFC3H1 ZFP36L2 ZMYND8 ZNF189 ZNF518A ZNF608 ZNF621 ZNF655 MIR4704_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4704_5P ACSS3 AIDA ASPH ATP1B1 BACH2 CA8 CAMK2D CCDC68 CCNG2 DENND1B ELAVL1 ESCO2 FAF2 FHIP2A GFOD1 HMGA2 HNRNPDL KDM3A KHDRBS3 LATS1 MAPK6 MAX MFHAS1 MIA3 MKRN2 NCAM1 NKAIN2 NKAPD1 NOL4 NOVA1 PABIR3 PHLPP2 PLCXD3 PPFIA2 PUM1 RAD21 RAD23B RBM15B RCOR3 RP2 SHOX2 SLAMF7 SLC38A2 SMAP1 STRN SUB1 TCF7 TMEM170A TMEM245 TSC22D2 UBE2K VEZF1 WASF1 WDFY3 XBP1 ZBTB20 ZNF253 ZNF77 ZNF827 MIR4705 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4705 ABHD6 ACVR2A AGAP1 AHCYL2 ALKBH8 ATP13A3 ATP2C1 ATRX BEND6 BRINP2 C1orf52 CA5A CBLN2 CCND3 CD109 CDK15 CLK4 CLSPN COL11A2 COQ9 CPSF6 CTNNA1 CYBRD1 DCLRE1C DNAAF9 DNAJC21 DPYSL2 DTX3L EID2 ELOVL5 EMX2 EPB41L1 ERRFI1 ETAA1 FAM151B FAM169A FAM217A FAM76A FNDC3B FNIP2 FOXA1 FZD4 GFM2 GNPDA1 GNRHR GPR12 GRIA2 GRID2 GRM8 GUCY1A2 HAPSTR1 HERC1 HOXA9 HPRT1 IBTK IL1A IL20RA INSIG1 JAZF1 KLHL31 LAMP5 MAGEE1 MAP3K1 MAP3K9 MARCHF7 MBOAT1 MCFD2 MED13 MGP MIDEAS MINAR1 MINDY2 MYO5C NABP1 NAP1L1 NFIB NTS P2RY12 PAWR PCDH19 PEX11A PIEZO2 PLEKHB2 PRDX3 PRRC2B RAD51B RND3 RNF138 RPL31 SCAF11 SESN3 SH2D1A SH3RF1 SH3TC2 SLC17A6 SLC25A35 SLC35B4 SLC39A10 SLC9A6 SMG1 SMURF1 SOD2 SOGA1 SS18 STRIP1 SUDS3 TBXAS1 TET1 TFG TJP1 TMEM215 TMEM40 TMEM68 UBE3A USO1 VAV3 VHLL VSX1 WAC WARS2 ZBTB18 ZMYND8 ZNF491 ZNF677 MIR4707_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4707_5P ACOT11 API5 CCDC47 COPS7B CWC25 FSTL3 GM2A TGIF1 ZG16 MIR4708_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4708_3P ADGRL2 AGO4 AXDND1 BAZ2B CACNB4 CALU CCDC6 CDH20 CEP43 CETN2 CHIC2 CNIH4 CNKSR3 CNOT9 CPEB1 CPN2 CSNK1A1 CSNK1A1L CTNNB1 DAAM1 DNMT3A DSEL DUOXA1 EFNB2 FAM181A FGF14 FMR1 FN3KRP FRAS1 FRMD4B GALNT10 GCNT3 GPD1L GRB2 HNRNPLL IL18BP ITGB5 JPH3 KCNK10 KDM2B KIF26B KLF7 KRBOX5 LGALS8 LINGO2 LRCH1 LUC7L3 MATR3 NECAP1 NEMF NFIA NOTCH3 NTM NUFIP2 NUP210 OPA1 OSMR PAK1 PALM2AKAP2 PCDH8 PEX5L PIANP PRDM10 PRKD1 PTBP2 PUM2 PUS7 RALGAPB RAPH1 REEP2 REEP4 RIPOR2 RPGR RRAGC SEMA7A SERP1 SH3PXD2A SIDT2 SLC25A13 SLC9A6 SLIT1 SPCS3 SPOCK3 SPRR1B SPTSSB ST7L STK24 SYNCRIP TEX261 TMC1 TMEM245 TP53INP1 UBE2O UEVLD USP38 UXS1 VAT1 XKR8 ZNF275 ZNF521 ZNF704 ZSCAN12 ZXDA MIR4708_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4708_5P ABHD17B ABL2 ACSF3 ADD2 AHCYL1 AIG1 ALB AMIGO3 ANXA3 ASH1L BBS9 BCL2 BLTP3B BPTF C2orf88 C3orf38 C6orf62 CACHD1 CACNA1E CACNA2D3 CADM1 CAPZA1 CD300LF CDK17 CLEC16A CNTD1 COL21A1 COL5A3 DERL2 DLC1 EXOC2 FBXO46 FNDC5 FRMPD2 FRS2 FSCN1 FTSJ1 GLI3 HECTD1 HK2 IGFBP5 INO80D ITGB8 ITM2B KAT6A KIF3B LRIT3 MAGI3 MAPK1 MMP2 MOGS MRTFB MSI2 MYO6 NECAP1 OSER1 PABIR2 PACRG PDIA6 PGK1 PHF6 PIK3R4 PLPPR1 PNKD PSME4 PURA RFLNB SCUBE3 SELL SENP7 SLC15A4 SLC25A53 SMDT1 SPRED3 STOX2 SUSD4 TBC1D12 TBL1XR1 TCEAL8 TCEAL9 TET1 THRB TMEM178B TMEM67 TRPS1 TYSND1 UACA WDFY3 WDR48 WIPF2 ZKSCAN7 ZNF746 MIR4709_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4709_3P ABCA1 ACER2 ACYP2 ADAM12 ADGRB1 ADRA1A ALDH6A1 AMFR ANKRD12 ANKRD27 AOX1 AP3M1 APOL6 AUTS2 BACE2 BCAT1 BRPF3 C12orf29 C15orf40 C1QB C2orf69 C5orf63 C9orf24 CAMK2D CBFA2T3 CCDC28B CCNT2 CCNY CD53 CDKAL1 CDKN2AIP CFI COL5A1 COPG2 CPN2 CREB1 DDIT4L DDX60 DMTF1 DNAJC16 DNAJC9 DSC2 DUSP6 EML4 ENAM ENC1 ENTPD5 ERCC6 FAM9A FBXO11 FBXO21 FCHSD2 FGF2 FHIP2A FKBP15 FSTL1 GET3 GOLGA1 GPN3 GSKIP HDHD2 HK1 HMGA2 ID4 IGF2R IP6K2 JARID2 KIF5C KLHL24 KRTAP1-1 KRTAP2-2 LARP1B LECT2 LRCH2 LRRC15 LYST LZIC MAGED2 MAMDC2 MAP3K1 MAP3K7 MAPK10 METTL8 MMP28 MOG MTF1 NEIL3 NFS1 NMD3 NME2 NR3C1 NT5C1B-RDH14 NUP54 ODAM OPRM1 OPRPN PCSK5 PDHA1 PIAS3 PIK3CG PLEKHG1 PM20D1 PNMA3 PNMA6A PPM1B PROX2 PTCH2 PTPRD QRSL1 R3HDM1 RAB11A RASEF REG3A RFX3 RMDN2 RNF166 RNF169 RPS6KL1 RUNX1T1 SEC24C SEMA3A SEMA3C SERPINB4 SGIP1 SH3BP5 SIK3 SKIDA1 SLC25A53 SLC35A3 SLC39A11 SLC5A3 SNAI2 SNX4 SOGA1 SOX6 SPCS1 SPINK8 STK17A SYPL2 TAFA1 TBC1D8B TGOLN2 TM9SF3 TMEM108 TNPO1 TRAPPC3 TRIB2 TRIM71 TSHZ1 TSHZ2 UBE2D3 UBXN8 UGT3A2 USF3 WDFY3 WDR36 WEE1 WFDC6 YTHDC1 YWHAH ZMAT2 ZMYND8 ZNF143 ZNF239 ZNF706 MIR4709_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4709_5P AASDH ABHD3 ACYP2 AFF3 AKAP1 ANKS1B AP1G1 ARHGAP42 ARL1 ARPP19 ARPP21 ASAP1 ATOSA ATP6V1C1 BACH2 BMF BNC2 BTG2 C2orf49 CALM2 CAPZA1 CARF CBLB CDC14B CLASP2 CLDN11 COBL CTDSPL2 CUL3 CUX2 DCAF4L1 DMRT1 ECHDC1 EPN2 FAM172A FEM1C GORAB HSPH1 IMMT JARID2 KIAA2026 KMT5B KRTAP13-2 LAMB4 MAGI1 MAP4K4 MEF2C MGAT4A MGAT5 NARS2 NCKAP1 NEIL2 NEUROD6 NFYA NIPAL1 NMT2 NR3C1 NRAS NT5C1B ONECUT2 PACRG PACRGL PDK3 PICALM PIGA PJA2 PLXNA2 POLR1B PPP1CC PRKX RMND5A RND3 RPS6KA1 SEPHS1 SEPTIN2 SEPTIN7 SLC37A3 SMAD1 SMC1B SNAP25 SNAP91 SNRNP70 SNURF SP3 SPRY1 TMEM202 TOLLIP TUBB2A TUBB2B USB1 USP12 UTY WNK1 ZC3H12C ZDHHC21 ZFR ZIC5 ZMYM2 ZNF124 ZNF404 ZNF606 ZNF648 ZNF706 ZNF805 ZXDA MIR4710 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4710 AAR2 ABHD4 ALDH4A1 ARID1A ARID1B ASIC1 B3GNTL1 BAHD1 BHMT2 C17orf97 C2CD4B C5orf63 CABP7 CACTIN CCDC177 CCK CD4 CFL2 DHH DISC1 EFCAB11 EPHB1 FGF14 GARRE1 GBA2 GSK3A GSK3B GUCY1A2 GULP1 HGF HOMER1 HOXD3 HSD17B3 JAZF1 KLF11 KLHDC1 KLHL15 LPIN2 MARK2 MBTPS2 MMP24 MYOZ1 NID1 PACS1 PCDH1 PCDH19 POGZ PTGFRN RECK RGS6 RIMS4 RNMT ROBO4 RPH3A RPP30 SARM1 SEMA4B SERPINB13 SF3A3 SH3GL2 SHTN1 SIGMAR1 SLC25A23 SMOC2 SNCAIP SOGA1 SPANXN5 STC1 TAOK1 TEAD1 TECPR2 TMEM253 TRIM14 TRIM8 TXNDC17 WIPI1 ZHX2 ZNF518B ZNF548 ZNF667 MIR4711_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4711_3P A1CF ABCA9 ABO ACSL3 ARFGEF3 CACNA1B CBLN2 CCN3 CCNYL1 CREB3L3 DBT DCDC2 DCTN4 DNAI4 EFCAB2 ENSG00000275993 EPHA3 FN1 GRIK3 HNF1B HOXA4 IDI2 IGF1 IL12B ILDR2 ISY1 KCMF1 KCTD1 KIAA1522 KLHL18 KMO LINGO2 LRP1 LRRN4 LSMEM1 MECP2 MFAP5 MGAM2 MRS2 MXI1 MYOZ2 PCGF3 PLAAT2 PPFIBP1 PRKCA PRRX1 PTGIS RBPJ RCAN2 RFX3 RHOH ROBO2 RPRD1A RSRC1 SATB2 SIK1 SLC25A26 SORCS1 SORL1 SP100 SYNJ2BP TACC2 TBCK TBL1XR1 TCF12 TENT2 TMEM154 TMPO TNFSF15 TNFSF8 TRABD2A TRAPPC3 TRUB2 TSHZ1 TTR WDR26 XPOT ZC2HC1A ZFHX3 ZFHX4 ZFP90 ZMYM1 MIR4711_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4711_5P AAK1 ADGRL3 AGO4 ALG13 APCDD1 ATP2B1 ATRN BACH2 BEGAIN CACNA1H CASZ1 CBFB CCDC102A CCR2 CH25H CHST14 CIAO2A CLEC5A CMTR2 COL12A1 CTTN DIDO1 DIO2 DMXL1 DR1 DYNLL1 ELAVL4 EVI2A FAT1 FBXO28 FGF9 GABPA GADD45A GALK2 GINS2 GTF3A HDAC8 HDDC3 HECTD4 HECW2 ICA1L KCNJ10 KIF2A KPNB1 KRT10 LAMC2 LARP4B LMO7 LRCH2 LUZP1 MBNL2 MGST2 MID2 MOSMO MSL2 MTSS1 MYT1 N4BP2L1 NAV2 NCAPH2 NRCAM NXPE4 OGDH PAPOLA PAPSS2 PDE3B PHF8 PNN POU2AF3 PPP2R2B PPP4R2 PTPRE R3HDM1 RAB11FIP2 RAVER1 RORA RPGRIP1L RUVBL1 RYR2 SBF2 SCN4B SLC24A4 SLC31A1 SLC44A1 SUPT7L TMBIM4 TMEM30A TMPO TNFAIP8L3 TRAPPC8 TRIM41 TTBK2 UBAC2 USP29 USP47 WDFY3 WNT3A YIPF4 ZDHHC15 ZDHHC17 ZFHX3 ZFHX4 ZNF333 MIR4712_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4712_3P ACTR3C ACVR1C ADAM12 AFAP1L2 ARIH1 ATG12 ATXN10 BICC1 BOD1L1 C16orf46 CARD18 CBR1 CBX6 CD226 CEP44 COX16 CRYBG3 DCAF8L1 EDIL3 ENSG00000255537 ERCC6 FAM120C FIBIN FNDC7 GALNT13 GAPT GPBP1 GPR158 GTF2A1 HIF3A HSPA12A INSR IPO8 ITPRID1 KIAA1671 KRBOX4 LCE5A LIPF MAPK9 MID1 MLKL NECTIN3 NIPSNAP3B NR1H4 OLFM4 OPRM1 P2RY4 PHLDA1 RBM27 RFTN2 RTL10 SEC22B SLC7A14 SLITRK3 SNTG1 SORCS1 STEAP2 SYNJ2BP-COX16 TMEM221 TMEM35A TNRC6A TRPS1 TSPYL6 UBE2E2 VEZT ZC2HC1A ZFYVE1 ZNF652 MIR4712_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4712_5P ADD3 ADGRV1 AKIRIN2 AMIGO2 APELA AQP4 ARHGAP12 BAZ1A BICC1 BLTP3A BTG1 CABLES1 CCDC60 CCDC85A CCND2 CDKL4 CKS1B CNOT6L CNTN4 CPEB2 CPEB3 DHTKD1 DIAPH3 DLST DSE ELL2 EML4 FLI1 GCSAML GMFB GOLGA7 GTDC1 HERC3 HSPA5 IKZF2 IPMK KAT2B KCNMB2 KIF13A MAOA MAP3K1 MARK1 MATN2 MBTD1 MMAA MNX1 MYH10 MYO6 NAA15 NAP1L1 NETO1 NTRK2 NUDCD1 OGT PAFAH1B2 PBX1 PDCD2 PLXDC2 PPP3CA PPP4R2 PTPN12 RAC2 RAD23B RBM46 RCHY1 RRAGB SAMD3 SIRT7 SLC17A6 SMARCC1 SORT1 SP4 STK17A STK38L TANC2 TARS1 TDP1 TFCP2 TLCD3A TLNRD1 TMEM132C TMEM178A TMEM38B UBR3 XAF1 ZC3H12C ZCCHC2 ZDHHC11 ZFAND3 ZFP90 ZHX2 ZNF107 ZNF117 ZNF138 ZNF208 ZNF676 ZNF764 ZNF765 ZNF99 MIR4713_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4713_3P ACYP2 ADGRL3 ATP2B1 B3GAT1 CD4 CERCAM CIBAR1 CLCC1 COL27A1 DOK1 DUX4 ELP5 ERP44 F8 FGD6 GALNT10 GINS4 GSG1 GSTA4 H2BC5 HNRNPA0 IQCH ITIH6 KCNJ6 KCNN3 KDSR LMCD1 LMO4 LRRC27 MKRN1 MYCBP MYEF2 MYOM3 PSMD14 PTDSS1 RIPOR2 SLC25A23 SRXN1 SYNCRIP TARP TSTD2 UPP2 ZNF215 MIR4713_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4713_5P ADAM19 ADIPOR2 AGAP1 AHI1 ANKRD12 ARHGEF28 ARL6IP1 ATP6V1H ATP8A2 BSN C15orf48 C1orf198 C1orf21 C22orf46P CACNA1E CACNA1G CD36 CDH7 CDK13 CDKN1B CHD2 CHRNB3 CNOT7 CNTLN CPD CYP4A11 CYP4X1 CYTH1 DACT3 DCAF6 DENND4A DOK6 DUOX2 DYNLT1 DYRK1A EDEM1 EIF5 ELOVL3 ENSA EREG FADS1 FAM32A FAM47E-STBD1 FRAT2 FSHB FTO GARIN1B GGNBP2 GOSR1 GPR26 GPRC5B H1-0 HEXIM1 HOMER1 IHH IKZF2 INPP5A IPO5 IRAK2 ITGAX KAZN KCNE4 KMT2A KRBOX4 LBH LDLR LNPK LRRC58 MEGF9 MLEC MRPL36 MTCH2 MYB MYOCD NDC1 NEK2 NFASC NKX2-4 NLRP7 NOVA2 NRCAM OSBPL9 PALD1 PAPPA PARD3B PDE7A PERP PIK3AP1 PIK3R1 POF1B POM121 POM121C PPP1R1A PRR3 PRSS35 PSMB6 PSTPIP2 PTPN20 RAB9A RAD54L SAXO2 SCD5 SESTD1 SET SHC4 SLC30A5 SLC49A4 SMC3 SMDT1 SNAP23 SNX30 SPOCK1 SPOPL SRGAP3 SV2B SYN2 SYNJ2BP SYNPO2L SZRD1 TADA1 TAF5L TASOR TDRP TET3 TGIF2 THUMPD3 TMEM108 TNRC6B TP53INP2 TRIB1 TTC26 UBE2J1 VPS26B ZBTB4 ZC3H14 ZEB1 ZFP1 ZFP91 ZFX ZHX2 ZKSCAN3 ZMYND8 ZNF135 ZNF182 ZNF25 ZNF37A ZNF385C ZNF568 ZNF577 ZNF589 ZNF596 ZNF700 ZNF99 ZSWIM6 MIR4714_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4714_3P AMMECR1L BAAT BDP1 CCNT1 CPSF7 CTCF DCUN1D3 DENND4C ELOVL6 GNAQ HGF JADE1 KCNJ3 KCNQ3 KLF8 KLHL24 KPNA4 MPZL2 MTSS1 MYBL1 NDUFC2 NOVA1 NPTX1 PAPOLA PCDH7 PCDHB6 PGRMC2 PHIP PLA2G4A PRR23C RAB5B RERG RYK SERPINB13 SETD7 SLC35G1 SLC41A2 SLC44A5 SLC9A7 SMARCB1 SMC5 SP4 TDRD10 TENM3 THBS2 TMEM65 TPH2 TRIP11 TRPA1 TSC22D1 TSPAN6 TTC39C TTL UBE3C WDHD1 ZNF248 MIR4714_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4714_5P ABCB10 ACSM5 ADAMDEC1 AKR7A2 ARHGEF38 ARL6IP6 ARL8B ATP8A2 C17orf67 C1orf198 C6orf62 C9orf64 CAMTA1 CEP85 COL21A1 COX11 CUX2 DDX46 DEGS1 DST DUSP4 EEA1 ETNK1 FAM169A FAM53A FAM78B G3BP1 GABRA2 GABRB2 GAGE1 GCNT4 GFPT2 GINS4 HADHA HOMEZ HRH4 IKBIP KCNB1 KPNA1 KRT12 LAP3 LCT LRATD2 LRP8 MANEA MAP2 MAP4K4 MDGA2 NEFL ONECUT2 PGAP4 PHTF2 PPIE PPM1E PRKG2 PRR20A PRR20B PRR20C PRR20D PRR20E PRR27 PSMC2 PTPN11 PTPRQ RASL11A RHOU RNF170 RPH3AL RPL31 SAP30L SELENOT SERTAD4 SESN3 SESTD1 SH3BGRL2 SHOC2 SLC22A3 SLC25A15 SLC30A4 SLC45A3 SMLR1 SNAP23 STOX2 STX16 SV2C SVIL TAF1B TBP TCAIM TECTB TMEM41B TNS3 TSPAN6 TTC7B YTHDC1 ZNF273 ZNF37A ZNF595 ZNF674 ZNF71 ZNF718 ZNF721 ZNF77 ZNF780A ZNF805 MIR4715_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4715_3P ABHD13 ALCAM AMMECR1L ARHGAP27 ARHGEF5 AURKA BPTF CASP8 CCDC186 CD164 CLCF1 CLN8 DOK2 EID2B EPO FBXO42 FBXW7 FIGN FXR1 GABRG2 GPR158 GRM3 HOXC11 KDM5A LAMC1 MAP3K12 MAX MEF2C MICAL2 NOP10 OXR1 PDCD10 PECR PLEKHA1 PPP1R3B RAB3B RGL2 SETD3 SLC25A41 SOX6 TAPT1 TENT4B TRPV2 UROS VGLL2 VSIG10L VSNL1 VSTM2A XK YPEL2 ZNF107 ZNF117 ZNF138 ZNF208 ZNF225 ZNF28 ZNF468 ZNF493 ZNF600 ZNF611 ZNF676 ZNF708 ZNF710 ZNF728 ZNF730 ZNF732 ZNF737 ZNF816 ZNF99 MIR4715_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4715_5P ARHGAP19 ARHGEF12 ATRNL1 CCN4 CNN3 CTXN3 DCUN1D4 DYRK1A EXT1 EXTL2 GJB2 HDC HMGCLL1 HOMER1 INTS5 LARP1 MIER1 MRTFB MXD3 MYEF2 NCAM1 NEUROD4 PANK1 PHKB PIK3R3 PLPPR4 PPP1R10 RAC1 RC3H1 RDH10 RHOA SEPTIN9 SERINC4 SLCO4C1 STMN2 SULT1C3 TEX2 TMEM52B TRIQK TUSC1 UBE2G1 UCK2 ZNF544 MIR4716_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4716_3P ACOX1 ALDH7A1 AP3B1 APOLD1 APPL1 ARSK ASAH1 ATF7 BCL9 CADM1 CBX5 CHD6 CPM CSDE1 CTNND1 DAPP1 DEDD DOCK3 EFNB1 ELP5 EPB41L1 ERVFRD-1 ESR1 FAM222A FAM222B GPR137 HGF HOXB3 IL17D IL18BP KALRN KAZN KLHL13 LARP1 LDB1 LPGAT1 LZTS1 MAB21L2 MAMDC2 MAN1A2 MIDEAS MVB12B NCAPH2 NECTIN1 NOVA2 NUP50 ONECUT2 PCM1 PDX1 PHLPP1 PPP2R1A PPP2R2D PRUNE1 PTPRJ PTPRS PXYLP1 RAB14 RAB2B RAD51B RAG1 RALGPS1 RASL11B REEP1 RLBP1 SESN3 SFXN3 SLC12A6 SLC22A23 SPRY4 SRF SRSF2 STC1 STXBP4 SUMO2 TGFBI TRAF4 TRNP1 UBAP2L USP54 XBP1 ZBTB20 ZNF395 ZNRF2 MIR4716_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4716_5P AASDHPPT ACSS3 ADAL ADAM12 ADAM22 AP1S2 ARHGEF33 ARHGEF38 ATOH8 ATP2B2 BDH2 BMP2K BORCS7 BSDC1 BTG1 CCDC43 CCR10 CEP135 CERS2 CGRRF1 COBLL1 CPSF6 CRISPLD1 DACH2 DAG1 DHODH DIP2C DIXDC1 DZIP3 EDNRB EGLN1 ELK3 ERC2 ERLIN2 FKBP5 FUT8 GCFC2 GPRIN3 GRIA2 GRID2 GRM3 HEXA HIPK3 HMGA2 HMGN3 IGSF5 IPPK ISY1-RAB43 JAKMIP2 KCNJ11 KCNS3 LILRA4 LRRC4B LZIC MAGEA10 MAP3K7CL MBNL3 MFHAS1 MFSD6 MSTN MTHFD1L MTMR1 NAMPT NFIA NKAIN3 OSBPL3 PCDH7 PDCD6 PGS1 PICALM PIKFYVE POLR3C PPDPFL PRRC2C RAB43 RABGAP1 RABIF RANBP9 RASA3 RBM41 RBM46 RNF220 SCAF8 SETBP1 SGK1 SH3RF3 SHANK2 SHPRH SLC24A1 SLC39A9 SLC9A7 SMG1 SP3 SRSF2 SSX2IP STAC SUPT6H SYT4 TAFA2 TCTN1 TLE4 TLNRD1 TM9SF3 TMEM106A TMEM8B TMLHE TRAPPC3 TSPYL5 TTC13 UBE2K UGT8 VLDLR ZDHHC17 ZEB2 ZFHX4 ZFX ZNF197 ZNF480 ZNF568 ZNF571 ZNF644 ZNF772 MIR4717_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4717_3P ADGRF1 AFF3 ARL8B BAZ2A BEX3 C1QL3 CAMK4 CELF2 CGGBP1 CLOCK COL21A1 COLGALT2 CREM DCUN1D5 DDN EEIG2 EML4 EML6 ERLIN1 FAM151B FSHR GPR65 GRB14 GRK5 HS3ST2 ING2 KHDRBS2 KIAA1191 KLHDC2 KLHL14 KLHL24 LIN54 MACROH2A2 MEGF10 METTL2A METTL2B MRPL50 MSANTD3-TMEFF1 MYH3 NDP NIPSNAP2 PKD2 PLEKHA2 POP1 PPEF2 PPP1R12A PPP1R8 PRKD3 PSME3 PUM2 RASGEF1B RASSF3 RIN2 RNASE9 ROBO1 RORA SASH1 SCML4 SERTM1 SNAI2 SPHKAP STC1 SUMF1 SYNJ1 TGIF1 TMEFF1 TNPO1 TUBA1B WASF1 WDR26 ZDHHC23 ZFHX4 ZNF124 ZNF24 ZNF451 ZNF48 MIR4717_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4717_5P ABCF1 ADIPOR2 AGFG1 AKIRIN2 ASAP1 ATF7 ATP6V1A ATP8A2 BCLAF1 BCLAF3 BNIP3 CDC42BPB CDH9 CEP350 CHMP7 CLIP2 COL23A1 CRACD CSKMT DOP1A EFTUD2 EGLN1 ELAPOR1 ELL2 EPAS1 ERG FBXO42 FKBP1A FSD1L FYCO1 FYN GALNT7 GANC GAS2L1 GDAP2 GDI1 GET1 GPR65 GRM5 HADHB HERC4 IGSF5 IRF2BP2 KCNQ3 KDM3B KIF1B KMT5B LMBR1L LMNTD2 LRP10 LSM10 LSM8 MAGI3 MAP3K19 MAPRE1 MFSD14A MINK1 NACA NAP1L3 NR2E1 NRIP3 NUDT7 PARP16 PAX5 PDE7B PDIA6 PEAK1 PGGT1B PLPP3 PPT2 RAB10 RAB3C RBPJ RHO SCCPDH SCRN1 SDC2 SEC16A SERPINB6 SLC25A36 SLC35A2 SLMAP SMIM17 SNRPB SOS2 SRSF2 ST6GALNAC4 STARD13 STC1 SUB1 TCF12 TES TMEM151B TMEM64 TRHDE TRIM33 TRIP11 TSHR VCAM1 VGLL4 WWC1 XYLT1 ZBTB20 ZBTB41 ZEB1 ZNF133 MIR4718 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4718 ADSL ARHGEF10 ASB7 ATM BCL2L11 BNC2 BTG2 CAB39 CACNB4 CAMTA1 CD177 CENATAC CHL1 CNN3 CTCF CTNND2 CYRIB DLG2 EIF4E FAM166A FAM193A FRS2 GABPB1 GABRB2 GATA2 GNAI3 GPBP1L1 HECW2 HIPK3 HIVEP2 HIVEP3 IGFBP7 IL1R1 KDM5B KLB KMT5B LAMTOR3 LHFPL4 LMX1A MAK MBD2 MCPH1 MEGF9 MGAT2 MMP15 MTOR NPTN NRXN1 PALLD PAN3 PCDH20 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA9 PCDHAC1 PCDHAC2 PDS5A PHAF1 PLEKHA1 PPM1A R3HDM1 RAG1 RBM45 RBM4B RGS13 SBNO1 SEC62 SESN1 SGSM1 SHCBP1 SIK3 SLC38A2 SLC3A1 SOX11 SRPK1 SRRM2 STK3 SV2C SYN2 SYN3 TAF6 TIAM1 TJP1 TM2D3 TMEM117 TMEM185A UBE2F VAPA VSIG1 WDFY3 WWC1 ZBTB43 ZEB2 ZNF266 ZNF507 ZNF747 MIR4719 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4719 ABCA5 ABCE1 ABHD13 ABHD16A ABI1 ACLY ADAM17 ADAM28 ADCY1 ADGRF4 ADGRG6 ADGRL4 AGFG1 AKAP13 AKAP5 ALG6 ANGPTL1 ANK2 AP4E1 APP ARHGAP12 ARHGAP32 ARHGAP36 ARID2 ARID4B ARL13B ARMCX2 ASB7 ATG4C ATL2 ATP6V0B AZIN1 BCLAF1 BMT2 BPNT2 BRINP2 BTRC C12orf43 C16orf95 C19orf47 C1GALT1C1 C1orf115 CACHD1 CACNB4 CADM2 CALCOCO1 CALCR CAMK2D CAMSAP2 CASC3 CBX5 CCDC148 CCDC28A CCDC71L CCN1 CCNG2 CCNI CCSER1 CD36 CDK17 CDK19 CDKL5 CDKN1A CDS2 CDYL2 CEBPG CEMIP2 CEP20 CEP57L1 CFAP47 CFH CFHR1 CHD2 CHD9 CHMP4B CHN2 CHRNA6 CISD2 CLEC7A CNNM4 CNOT6L COMMD3-BMI1 COP1 COX15 CPEB1 CPEB2 CPNE8 CREB1 CREBBP CREBZF CRIM1 CSRNP3 CTBP1 CTBP2 CTNNA1 CWC22 CXADR CXCL14 CYB5R4 DCDC2 DCTN4 DCUN1D5 DDX42 DENND1B DENND6A DISC1 DIXDC1 DLL1 DMD DNER DOC2A DOCK10 DPY19L1 DSCAM EDIL3 EEA1 EID2B ELOVL6 EMB EME1 EPGN EPHA5 EXTL2 EYA1 FAM169A FAM76A FAM83A FAM91A1 FAM98B FAT1 FBXL3 FER FGF13 FGFR2 FHIP2A FLVCR2 FMN2 FMR1 FNDC3A FOXN3 FOXO1 FOXQ1 FRMD6 FRY FSD1L FUT9 FZD3 FZR1 GABPA GABRB2 GABRP GAD1 GARRE1 GCSH GLS GLUL GNG2 GOLGA6A GOLGA6B GOLGA6C GOLGA6D GOLGA6L10 GOLGA6L4 GOLGA6L9 GOLGA8A GOLGA8B GOLGA8M GOLGA8Q GOLGA8R GOLGA8T GPATCH2L GPM6A GPR180 GPR34 GPR83 GRM5 GRM7 GTF2H2 H3-3B HACD1 HACE1 HDX HERC4 HNRNPA1 HNRNPA1L2 HNRNPA3 HNRNPD HP1BP3 HS6ST2 HSPA13 HTATSF1 HTR2C HTR5A HYCC2 IDS IL1RN IL24 IMMT INO80D INPP4A JUNB KATNAL1 KCNC2 KCNMB2 KDM6A KHDRBS2 KIAA1191 KIF16B KIF1B KIF26A KLF15 KLHL1 KLHL2 KLHL28 KMT2C KPNA4 KRT28 LACC1 LAP3 LAPTM4A LCOR LGALSL LIFR LIN28B LMAN1 LMO4 LNX2 LONRF1 LRATD2 LRP2 LRP6 LRPPRC LRRC58 LRRK2 LSM8 LUZP2 LZTS2 MAB21L1 MAGEH1 MAGI2 MAL2 MAP1B MAP2 MAPK1 MAPK9 MBD2 MBNL3 MCFD2 MDH1 MDM1 MED13 MED26 MELK MESP1 METAP1 METTL15 METTL2A METTL2B MIB1 MICU2 MKLN1 MLIP MMGT1 MMS22L MNAT1 MOB1B MORN4 MRTFB MSI2 MTARC1 MTDH MTMR9 NAA50 NABP1 NBN NCKAP5 NCOA1 NDN NEDD4 NEXMIF NFAT5 NFIB NFYA NHLH2 NIN NIPSNAP2 NIT2 NKX3-2 NPY2R NR2E1 NR3C1 NR4A1 NR6A1 NTF3 NTRK2 NUDT4 NUP54 NUP93 OGFRL1 OIP5 OLFM3 OTP OTUD4 P2RY1 PACRGL PAK5 PAK6 PALMD PAN3 PAX5 PBX1 PCDH10 PCDH17 PCDHA9 PCLO PDE1C PDGFRA PDIA3 PEDS1 PER1 PFKM PGBD5 PGM2L1 PHACTR2 PHF14 PHF20L1 PIGA PIK3R3 PIP5K1B PITPNA PJA2 PLEKHB2 PMP2 PNMA2 POGLUT3 POGZ POLK POLR1D PPARGC1A PPAT PPM1B PPP1CC PPP1R12A PPP1R14C PPP1R15B PPP1R17 PPP2R2A PPP3R1 PPP4R3A PPP4R4 PRDM1 PRDX6 PRELID2 PRKACB PRPF4B PRSS12 PSD3 PSMD10 PTPN21 PTPN3 PTPRM PYGO1 RAB12 RAB21 RABEP1 RAD21 RADX RALGAPB RASGRF2 RASSF8 RBL2 RBM44 RC3H1 RC3H2 RCAN2 RCOR1 REEP1 REST RET RETREG1 RFX3 RFX4 RFX7 RHOB RICTOR RLIM RPEL1 RPS27L RSF1 S1PR3 SAMD4A SAMD8 SCAPER SDC2 SEMA3C SH3PXD2A SHANK2 SIM1 SLC16A1 SLC16A10 SLC17A6 SLC22A3 SLC24A3 SLC28A1 SLC30A6 SLC35A1 SLC39A10 SLC44A1 SLC5A1 SLC6A14 SLITRK1 SLITRK4 SMAD2 SMARCA5 SMARCAD1 SMIM13 SNAP47 SNAP91 SNX27 SORCS3 SOX21 SPAST SPIN1 SPIN2A SPOP SPRY1 SPRY4 SPRYD7 SRGAP2B SRSF11 SS18 SSPN ST8SIA4 STAG1 STK26 STMN1 STRBP STRIP2 STX2 SVIL SYN2 SYNCRIP SYT14 SYT17 TAF4B TAL1 TANC1 TBC1D32 TBPL1 TBX5 TCF7L2 TENT4A TET1 TGFBR1 THAP2 TJP1 TLE3 TMC5 TMED7-TICAM2 TMEFF1 TMEM144 TMEM164 TMEM178A TMEM239 TMEM255A TMEM59 TNFAIP3 TNFRSF19 TNIK TNKS2 TNRC6B TOGARAM1 TRAF3 TRERF1 TRIB2 TRIM2 TRIM33 TRIO TRMT10B TSC22D1 TSPAN7 TTC28 TTC39C UBE3C UFSP2 UGDH UHMK1 UNC13A UNC45B USP10 USP21 USP31 USP37 USP49 UTY VAMP4 VAPA VN1R1 VSX1 WAPL WDFY1 WEE1 XIAP YPEL1 YWHAB ZBTB20 ZBTB34 ZBTB41 ZBTB43 ZBTB44 ZC3H12B ZFHX4 ZFTA ZFX ZMIZ1 ZMYND8 ZNF24 ZNF280D ZNF451 ZNF512 ZNF519 ZNF652 ZNF680 ZNF831 ZNF84 ZZZ3 MIR4720_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4720_3P ACADM ADAM20 AEBP2 ARG1 ARHGAP6 ARL4C ARMC9 ATP11C BIVM BLOC1S3 C1QTNF7 CCDC47 CDH10 CDKN2C CELF1 CNIH1 COL19A1 COX15 CPSF6 CREB5 CSN2 DCLRE1B DCUN1D3 DELE1 DLC1 DSCC1 DSG3 DUSP1 DUT EXOC1 EYA4 FCGBP FCRL2 FH FSD1L GDF11 GMCL1 GNG11 GPR137C GRIA2 HERPUD2 HNRNPH3 ICOS IGF2BP3 INO80D KALRN KCNB1 KLF4 KYNU LAPTM4A LIN54 LRCH2 LRCH3 LRRC4 MBNL3 MCM9 MCMDC2 MDGA2 MEGF10 MMS22L NDRG4 NHLRC2 OSBPL8 OTP OTULIN PCDH10 PDS5B PF4V1 PHTF2 PLCH1 PLXNC1 PRDM8 PTPN2 REST RIOK2 SAMD12 SCUBE3 SEH1L SGO1 SH3GLB1 SLC25A30 SLC2A13 SLC7A9 SLFN11 SNX1 SPRED1 SRP68 SRSF3 STK4 SUZ12 TAF4B TBL1XR1 TBX18 TET3 TIA1 TMCC1 TMEM123 TRIM9 TRPC1 TTC39C TXNRD2 TYRP1 USP9X VAT1 VLDLR WDR41 XPO4 YEATS4 YIPF6 YPEL5 ZBTB18 ZDHHC17 ZEB1 ZNF655 MIR4720_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4720_5P ABRAXAS2 ACKR3 AFDN AGAP1 ALPK3 ANP32E ARHGEF38 ARMC1 BACH2 BCORL1 BNIP1 BRWD3 BTBD1 BTBD7 CDC26 CDX2 CHST15 COBLL1 COL13A1 CREBRF DKK2 DLEU7 DNAJC24 DPY19L2 EBAG9 EGLN1 ERICH3 FAM171A1 FBXO33 FOXJ3 GAN GCNT2 GPAT3 GTF2E1 GTSF1 HYCC2 ISX JMJD1C KRT32 KRT74 L3HYPDH LEPROTL1 LRIG3 LSM8 MAP2 MGAM MRGBP MUSTN1 MYBL1 N4BP2L1 NBEA NF1 NKAIN2 OSTF1 PDE6A PHACTR2 PIK3R1 PLPPR1 PLXDC2 PLXNA2 PPFIBP1 PPP1R9B RAB3C RER1 REST RIOK3 SC5D SDK2 SF3B1 SHOC2 SLC25A4 SLC38A2 SND1 STARD13 STIMATE-MUSTN1 STOX2 SV2C TAFA3 TLR2 TNP1 UBE2G1 USP16 VANGL1 WASL WRNIP1 XAGE1B YY1 ZDHHC2 ZNF512B MIR4721 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4721 ABCA1 ABHD4 ACOD1 ADAMTS4 ARMH3 ASB15 ASB9 ATOSB ATP6V1F B4GALT5 BCAM BMPER BRINP2 BTN1A1 CALR CAPN11 CDCA7 CFAP77 CLDN12 CMIP CPSF7 CTDSPL2 DLX3 DPY19L2 DPYSL4 FAM13A FEZ1 FXR1 GAP43 ITGA10 JADE1 KCNB1 KLHL11 KRT32 LRRC18 LUZP1 MAX MBTD1 MFN2 MLLT11 MTX3 NEGR1 NHS NLGN2 NLRP5 NRG3 PDYN PKLR RC3H2 RFTN1 RGS8 RPL37 RRAS2 SCUBE3 SIPA1L3 SMARCC2 SMARCE1 SRY STX1B SV2A SV2C TAF2 TMEM39A TNS2 TP63 TSHZ3 TTPA UBE2O UBE3A WASF2 ZCCHC14 ZNF354A MIR4722_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4722_3P AADAT ACVR2B AHDC1 AKTIP ALCAM ANKRD20A3P ASPH BCL11A BCL11B CAPRIN1 CAPZA1 CBX6 CEMIP CEP85 CHP1 CHRM1 CLSTN1 CRIM1 CRTC1 CSMD2 CSMD3 CTNNA2 DCAF10 DMD DUSP7 EPHA7 EPHB2 FGD6 FMR1 FZD3 GAB2 GALK2 GCNA GLCCI1 GRAMD1B HSBP1 ISYNA1 KIF1B LARP1 LCLAT1 MAN2A2 MAP3K13 MED9 MFSD6 MLEC MLXIP MRPL15 N4BP3 NOTCH2NLA NUDT16 NUP214 OPA3 PBX1 PBX2 PDGFB PLEKHG7 PRR15L PSG1 PSG4 PSG7 PSG8 RBSN RFX3 RGP1 RNF125 RP9 RPRD2 SCN4B SDK2 SERP2 SLC25A30 STON2 SUPT3H TBC1D7 TC2N TCEANC2 TDRKH TECPR2 TLNRD1 TRABD2B TTC33 UBE3A VPS53 ZNF516 ZNF608 MIR4722_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4722_5P ABHD16A ACOT7 ADAMTS6 AHCYL2 AKR1C1 AP3B1 ARF5 ATP11A BAIAP2 BBS1 C6orf226 CACNA2D2 CAMKV CAMTA1 CCDC136 CCL21 CD320 CD47 CDC42BPB CIDEA CPLX1 CRISPLD1 CS CTNND2 CYRIB DAP DBNDD2 DCAF7 DCN DDI1 DEK DNAJC13 DOCK3 DOK1 DSPP EEF1A1 EIF4H ENTPD1 FAIM2 FARSB FBXO11 FER FIBCD1 FOXK1 FZD1 GALNT2 GAS7 GATAD1 GPATCH2L GPR83 GSTM2 GUCA2A HACD3 HIF1AN HPS4 HROB IFNAR2 INKA2 KAAG1 KIF21B KLC1 LDLRAD4 LHFPL1 LINC03043 LPP MAFB MAP1B MAZ MEF2C MGRN1 NALF2 NCOA2 NCOR1 NCS1 NF2 NFAT5 NOS1 NUCKS1 OIP5 OLFML2A OPRM1 PCP4 PHC1 PHYHIP PISD PLCB2 PLXDC1 PLXNA4 PM20D1 POM121 POM121C PPP1R1C PRM1 PTBP2 RAB14 RBM17 REG4 RELL1 SCRN2 SEPTIN8 SETD2 SFMBT2 SHANK2 SHH SLC19A3 SLC24A4 SLC39A3 SMR3B SNX1 SOGA1 SPEN ST3GAL1 STON2 SUMF2 SZT2 TAF5L THEM5 TRAF3 TRIM34 TRIM6-TRIM34 TSPAN11 TSPEAR TUBB8 UBE2R2 UBE2W URM1 USP15 WBP1L WDR41 ZFAND3 ZKSCAN3 ZNF346 ZNF618 ZNF689 ZNF710 ZNF862 MIR4723_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4723_3P AADACL3 AGAP1 AGFG2 APOBEC2 APOLD1 CARMIL1 CASZ1 CCBE1 CCNT1 CDH11 CHD3 CHRNA1 CNOT9 CSF1 EHD3 ELF3 ELFN2 EPPIN-WFDC6 EYA2 FAM168A FBXW11 GABBR2 GMEB2 GPATCH2L GRIA3 HEG1 IGF1 IGFBP5 ING5 KSR2 LBX2 LRCH4 LRP11 LYN M6PR MANEA MAP1A MYO5A NKAIN1 NMUR2 NR2F1 NRXN1 NTRK2 NUP160 PCBP3 PDE3B PHKA1 PITPNC1 PKHD1 PLCB1 PLXNA2 PTPN1 RXRA SAE1 SCYL2 SERTAD4 SETD3 SFMBT1 SLC24A4 SLC25A30 SMAP2 SMARCC2 SPDYE1 SPDYE3 SPDYE5 SPEG SPR TARS3 TENM4 TMCC2 TNFRSF13B TVP23C UBE3D UBXN10 ZBTB37 ZBTB7C ZCCHC2 ZFYVE27 ZNF514 ZNF618 ZNF629 ZSCAN31 MIR4723_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4723_5P ACSL5 ACTB ADORA3 AFAP1 ANKRD26 ANKRD52 AP2M1 APBA1 APLNR ARRB2 ATAD3C ATP9A BIRC2 BMP1 BSDC1 BSN C19orf12 C6orf141 C9orf57 CADM4 CALR CAMK1D CAMKK2 CASTOR2 CBX5 CCDC102B CCDC97 CDK18 CDR2L CELF3 CES4A CHRNA4 CLSTN1 CNIH2 CNST CNTNAP1 COL9A2 COTL1 CPS1 CSF2RB CTDSP1 CTNND1 CXADR CYP2B6 DDX31 DEF8 DIRAS1 DIRAS2 DMWD DPYSL5 DUSP10 DVL3 DYRK1A DYSF ELAVL3 ELK1 EN1 EPB41L1 FADS2 FAM131B FAM174B FAM234A FBXO43 FGF1 FKBP8 FOXC1 FOXE1 FOXP4 GAS7 GATAD2B GPRC5A GRHL2 GTPBP2 H1-10 HEYL HMGA1 IGSF11 IHH IKZF4 IL17RD INAVA ITGA3 JPH4 KALRN KCNC3 KMT2D KRT1 LCE1B LIX1L LRATD2 LRP8 LRRC28 LRRC59 LSAMP LURAP1 MAP1A MAP7D1 MAT1A MECP2 MED19 METTL9 MEX3A MFRP MIEN1 MINK1 MLLT6 MNT MPZ MTSS2 MYL12A NAPA NAT16 NFASC NFAT5 NFIC NFIX NHERF2 NLGN2 NOVA2 NR1D1 NRG1 PACS1 PANX2 PAX5 PCDHB11 PDE1B PDLIM4 PEDS1-UBE2V1 PHC2 PHLPP1 PIK3R2 PKNOX2 PLA2G2D PLVAP PLXNA4 POU2F2 PPP1R9B PPP2R1A PPP2R2D PPP2R5E PPT2 PRC1 PRKACA PRR23A PRR5L PSME3 PSMF1 PTHLH PVALB RAB11FIP4 RANBP10 RBM23 RBMS3 RERG RNASE13 RSPO4 RSU1 SCGB2B2 SERPINB7 SF3A2 SH3TC2 SHANK2 SHISAL1 SLC25A42 SLC28A1 SLC6A17 SLC7A8 SLC8A2 SLC9A8 SMARCC2 SNPH SNX29 SOX13 SPIN3 SPRR1B SRF ST13 STAC2 STIM1 SYNGAP1 SZRD1 TBC1D10B TCF7 TCP11L1 TFAP2B THRSP TLE3 TMEM151A TMEM198 TMEM222 TMEM54 TMEM63B TNFSF12 TRAM2 TREML1 UBAP2L UBE2QL1 UBE2V1 UBTF VPS37D WIZ WNK4 WNT3 XYLB ZBTB7B ZDHHC15 ZFC3H1 ZNF691 ZNRF2 MIR4724_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4724_3P AAK1 ADAM12 ANKRD34C APOLD1 ARID2 ARMC1 AVPR1A BAZ2B BPTF C5orf34 CACHD1 CADM2 CCDC68 CHCHD7 CMBL CNTN5 COL6A6 COX20 DACT1 DDAH1 DHFR DNHD1 DPM1 EIF3J EPB41L4B FAM200B GJA1 GRIK1 HACE1 HIF1A HLTF INTS6 IPO9 KANK2 KRAS LMO7 LPAR4 MBNL2 MDGA2 MGST2 MSH2 MSL2 NHP2 NR3C2 ONECUT2 PAN2 PAQR6 PDE3A PHF14 PJA2 PRPF4B PSIP1 QKI RAPH1 RBM27 RBM4 RPS6KA3 SCN3A SDC2 SIAH1 SLC25A35 SMAD2 SMAP1 SMNDC1 STAG2 STAM STAT1 STK38L TECPR2 TET2 TGOLN2 TMEM65 UBE2E3 USP44 VTI1B WWC1 YES1 ZNF124 ZNF276 ZNF322 ZNF800 MIR4724_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4724_5P ACSL3 ACTC1 AKTIP ANKRD13C ANKRD20A3P AP4E1 ARGLU1 ARID1A ARL3 ASXL3 ATP8A1 BNC2 BTF3L4 C11orf97 C14orf39 C5orf22 CAPN6 CCDC34 CCND2 CCNJ CCNT2 CDK8 CDYL CENPJ CFL2 CHD6 CHP1 CLIC1 COX16 CRISP1 CSNK2A1 CTAGE1 CTBP2 CYCS DCN DCP2 DDHD2 DDX3Y DDX6 DLG1 DR1 DTNA EIF4E ELAVL2 ELL2 ELOC EPHA7 ERCC4 ESF1 ETV1 FAIM FAM110B FAM169A FEM1B FLRT2 FYTTD1 GABRA6 GLCCI1 HIPK1 HNRNPH2 HORMAD1 HS3ST3A1 ITPRIPL2 JUND KCND2 KLHL13 KLHL15 KLHL28 LACC1 LCORL LITAF LPAR4 LPCAT3 LRP4 MAPK9 MBLAC2 MECP2 MEX3C MIB1 MINDY2 MON2 MRTFB MTCP1 MTF1 NCAM1 NELL2 NPLOC4 NRP1 NUFIP2 PDIA3 PGD PKD2L2 PLD5 PPIL1 PPM1E PREPL PRPF18 PSG6 PTBP3 PTPN21 QSOX2 RABGAP1 RASSF8 RPGR RPL36A-HNRNPH2 RS1 SATB2 SEPTIN10 SHOC2 SHTN1 SLC35G2 SLITRK1 SPIRE1 SPTLC1 STRN SYNJ2BP-COX16 TENT5D TGFBR3 THOC2 THSD7A TM4SF18 TMEM196 TPD52 TRPM3 TSC22D2 TTI2 VPS13B WAPL WASHC5 XRN2 YTHDC1 YWHAE ZDHHC17 ZDHHC21 ZIC5 ZNF264 ZNF551 ZNF827 MIR4725_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4725_3P ABCC10 ABHD5 ADCY9 ADO AK2 AMFR ANAPC13 ARFGEF3 ARHGEF7 ARID3B ARPIN ARSI ASXL3 ATF5 ATF7 ATRN ATXN7L3 BAZ2A BCAS3 BCL2L1 BNC2 BRAF BRPF3 BRWD1 BTRC C19orf47 C19orf84 C1QTNF7 CABP5 CALN1 CALU CANT1 CBX4 CCDC103 CCDC113 CCDC178 CCDC68 CD177 CD207 CD209 CDON CERT1 CHD3 CHP1 CHRNB2 CHRNE CHST3 CLIC5 CLOCK CNGB1 CNOT2 CNOT8 CNTNAP3 CNTNAP3B COG6 CORO2B CPNE5 CSDE1 CSNK1G1 CT55 CTNND1 CXCR3 CXXC4 DAPL1 DCAF7 DCHS2 DDN DMTN DPP8 DYNLT3 ECE1 EFNA3 EGR3 EI24 ELAVL2 ELK1 EP300 FADS2 FANCC FCER1G FKBP1A FKBP5 FNBP1L FOXRED1 FYCO1 FZD2 GIT1 GJB4 GPA33 GRAMD1B GRAP2 GRK6 GSDMA GSTM5 GUCA1C HCFC1R1 HDAC1 HINFP HOXB9 HOXD13 IER5 IFIT1B IGFBP4 INO80D IPCEF1 ITGA7 IVL JPH3 JPH4 JTB KCNA1 KDM2A KDM4A KIAA0319 KIF21B KSR2 LAMB4 LGR6 LINGO1 LIPT2 LMOD1 LRG1 LRRTM2 LY6D LZTS3 MAF MAFG MAPK1 MAPK10 MARCKSL1 MARK2 MAZ MBD6 MBOAT7 MECP2 MEX3A MFAP4 MFN1 MIER3 MINK1 MINPP1 MKLN1 MKRN2 MMRN2 MOXD1 MXRA5 MYO1E NAA40 NACC2 NECTIN1 NEUROG2 NR1I3 NR2F2 NRAS NUCKS1 NUP205 OSBP OSBPL7 P2RY4 P3R3URF-PIK3R3 PABIR1 PAF1 PAMR1 PARS2 PATL1 PBX2 PCDH7 PCYOX1 PDLIM5 PDXK PDYN PHACTR1 PI4KB PIK3R3 PIP4K2B PKNOX2 PLEKHS1 PNOC PPP1R18 PRDM11 PRDM16 PREP PRKD3 PSMF1 PTPN14 PUM1 PXN PYGB QKI RAB11FIP4 RAB3A RAD18 RALY RASL10B RBM14 RBM26 RELL2 REPS2 RHOC RHOF RNF14 RNF180 RNF39 RPL15 RTN4RL2 RUFY2 S100A14 SAMD4B SASH3 SCAMP5 SCNN1A SCRT2 SDC3 SDHC SELENOW SEMA4G SERF2 SH3PXD2A SHISA6 SHISA7 SIPA1L3 SLC22A8 SLC24A4 SLC38A7 SLC4A7 SLC6A3 SLC7A14 SMARCD1 SP1 SPAG7 SPATA12 SPOCK3 SPRY4 SPRYD4 SRSF2 STEAP3 SUCNR1 SYP SYT7 TAGLN2 TAOK3 TET3 TFE3 THRA TMED4 TMEM127 TMEM131 TMEM43 TMEM69 TMOD2 TNRC6A TNS1 TPTE TRMT112 TTC21A TUB UBE2D2 UBE2R2 UNC5B USB1 USP51 VAMP2 VTI1A VWA1 WAS WDFY1 WNT9B XPO7 YY1AP1 ZBTB20 ZBTB4 ZBTB7A ZCCHC3 ZDHHC14 ZDHHC3 ZIC3 ZMYM3 ZNF346 ZNF385A ZNF512 ZNF516 ZNF592 ZNF609 ZNF703 MIR4725_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4725_5P ASXL1 BORA C3orf18 CDC42SE1 CDCP1 CDK16 CEP170 CNOT2 CNOT6 COPS4 COPZ1 CTDSPL CXXC4 DUSP3 ELOVL6 EPB41 FJX1 FZD7 GMIP GOLGA3 HENMT1 KCNK2 L3MBTL3 LINC02693 MAN2A2 MAPRE2 MECOM MMP24 MORC2 MRAS NCSTN NFIX NRF1 PAGR1 PCDH17 PDCL PLEKHN1 PRSS35 PTPN7 RASSF1 RNF38 SH2D4A SLC35E1 SMPD3 SPRY4 TENT4B TMEM121B TMEM123 TMEM38A TP53INP1 TP53RK UBE2G1 UBN2 UBTD1 WDR26 ZMYND11 MIR4726_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4726_3P ACSL4 ADCY6 ALPK2 ANKRD52 ANXA9 ARHGAP20 ATRX BATF3 C16orf90 C4A C4B CADM3 CALCR CBLN3 CD8A CFTR CHTF8 CIR1 CPXM2 DALRD3 DLG4 EIF4B FUT6 GAS2 GCLC GTF2E1 KANK4 KCNJ6 KIF13A MAFF MEIOC MEX3A MLEC MLLT10 MMS19 MSX2 NAV1 NCAPH2 NDOR1 NEFM NEURL1B NPSR1 NTNG1 PAFAH1B1 PAX5 PDE1B PFKFB3 PNMA8B PPP2R5D PPP4R3B PRDM6 PRXL2A RBKS RIMS4 SAMD14 SEMA4F SHC2 SHISA2 SLC24A2 SLC35F6 SLC37A1 SMCR8 SOCS3 SPRING1 TFE3 TMC7 TRAK2 TREML2 TSPAN17 UBE2D2 UPF2 VANGL2 VPS13B VWA2 ZDHHC3 MIR4726_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4726_5P AAK1 ADRA1A AFDN AGO1 AK1 ALX4 ATF3 BACH2 BCL11A BNIP2 CAPRIN2 CD209 CDC42SE1 CDIP1 CHD8 CLDN4 CNNM4 CTNNA2 DBN1 DENND1A DUSP13 EBF4 ELMO2 EPB41L1 EPN2 FBXO41 FCRLA FYCO1 GAS8 GOLGA4 GOLGA6L6 GPR137C GRK2 GYS1 HCFC2 HEPACAM HP1BP3 HPCAL4 HS6ST1 IDH3G IDS IMPDH1 IQSEC3 ITPRIP KCNMA1 KHNYN LCOR LONRF2 LOXL3 LYPD3 MAGI1 MAPK4 MEST MOB1B MRAP2 MYLK2 MYO1E NFYA NGFR NOS1 NRF1 NRG4 ORAI2 POR PPP4C PPP4R2 PTPRU RAB1B RAB36 RAB4B RANGAP1 RBM14 RFT1 RIPOR2 SEMA5B SLC13A4 SLC22A13 SLC39A13 SNX17 SNX27 SOGA1 SORD SUSD6 TAFA4 TAPBP TBX21 TCP11X2 TCTA TFCP2L1 TMEM184B TP53I11 TRPM1 TSPAN11 TSPAN7 UBFD1 VAMP3 ZDHHC3 ZNF540 ZNF592 ZNF710 MIR4727_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4727_3P AFAP1L2 APLP2 ARHGAP33 ARL15 B4GAT1 C22orf23 CLDND1 DDIT4L DENND1B DISC1 EGFR FADS2 FUCA2 IRAK2 KATNBL1 KRTCAP3 MMD NEK2 OAS2 OR7A5 OTUD4 RAP1A RPGRIP1L SLC22A15 TMCC1 TRIL USP48 WDFY3 ZMYM4 ZNF214 ZNF484 MIR4727_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4727_5P ACTR1A ADAMTS5 ADGRL3 AGFG1 AMOT ARCN1 ATRX BACE1 BANF1 BPTF C9orf57 CAMSAP2 CBFB CCDC126 CCDC6 CD302 CDK6 CIPC CNTN4 CSTF3 DDHD2 DPPA4 EFNA5 EIF2S3 EIF5A2 EIPR1 EML4 ERICH6B ETNPPL FAM168A FAM78A FLNB FUT4 GARIN2 GGACT GNAS GP1BA GRID2 GRM5 HACE1 HERC3 HMG20A HOOK3 IGF2BP1 IRF4 KCNQ5 KIAA0513 KLHDC10 L2HGDH LRATD1 LY75-CD302 MAPK8 MBD5 MOCS2 MYT1L NCBP3 NCOR2 NFAT5 NFKBIZ NIPBL NKAIN2 NLGN1 NPY2R NUP98 ODC1 PAK2 PAK5 PDAP1 PDPK1 PFKFB3 PFKFB4 PIAS1 PPHLN1 PPP1R1C PRPF4B PSAP PTAR1 PTN RAB23 RALB RAPH1 REPS1 REPS2 RIMS2 RNF144B RPS27A RYK SCN8A SEC22C SENP2 SHOC2 SLC16A12 SLC25A14 SLC6A6 SLC9A1 SPRTN SPRY4 ST6GALNAC5 SVOP SYCE2 TENM1 THSD7B TM9SF2 TMEM178B TXLNB UBE2Z UBXN7 UFL1 VAPA VASH1 WAPL WDR48 YTHDF1 ZBTB10 ZFHX3 MIR4728_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4728_3P AMMECR1 AMPD3 APPBP2 ARMC2 ATG2B ATPAF1 AUTS2 BDP1 BTF3L4 CAB39 CACNA2D3 CCDC28B CD22 CD38 CDIN1 CDK19 CIDEB CNN3 CNOT4 DMAC1 EMSY FAM149B1 FAR1 FAXC FMO3 GABRB3 GLCCI1 GPC6 GRM5 HACD2 HS3ST2 JARID2 KCNA1 KCNB1 KICS2 KIF14 KLHL2 KMT5B KRTAP7-1 LPP LRP6 LRRN3 LZTFL1 MAGEL2 MAPK1 MCHR2 MIB1 NAA15 NCOA1 NCOA7 NDUFA2 OCIAD1 PABIR1 PAK3 PAM PCLO PDS5A PGRMC2 PHLPP1 PICALM PLXNA4 PPARGC1A PPP4R4 PRKACB PRPF4B PTBP3 PTCH1 RAB6C RABL2A RABL2B RALBP1 RAPGEF5 RCOR1 RORA RYBP SAMD12 SCN1A SEL1L SEMA3A SH3BGRL2 SLC26A8 SLC9A6 SMCHD1 SNTG1 SNX13 SNX17 STK26 TAF4 TBC1D22B TFPI TLL1 TMED10 TMEM132B TMEM60 TNIP3 TRAM1 TXLNB UBE2K VAT1L WNK3 YOD1 YWHAE ZC3H12B ZCCHC12 ZFAND5 ZFP90 ZNF148 ZNF189 ZNF367 ZNF449 ZNF655 ZNF75D ZSCAN16 ZSWIM6 MIR4728_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4728_5P ABCB5 ABCB8 ABCC12 ABCD1 ABCG4 ABHD14B ABO ACKR2 ACP3 ADAM12 ADAM19 ADAM21 ADCYAP1R1 ADGRL1 AGAP1 AGAP2 AGPAT1 AHDC1 ALPG ALPL ALX4 ANGPT4 ANKRD45 ANKRD52 ANKRD63 AP1S1 AP2A1 APCDD1 APLNR APOA5 APOBEC3F APOL6 APRG1 AQP6 AR ARFRP1 ARHGAP23 ARHGDIA ARHGEF11 ARHGEF12 ARL17A ARMC9 ARNT2 ARPC2 ARPC4-TTLL3 ASIC1 ATF7 ATOSB ATP1B2 ATP2A3 ATP7A ATP8A2 ATXN1 ATXN2L AVPR2 B3GAT3 B9D1 BAZ2A BAZ2B BCL2L1 BCL9 BET1L BICDL1 BMP8A BORCS8 BSN C1QTNF6 C1RL C1orf210 C20orf96 C2CD2L C9orf78 CALN1 CAMK1 CAPZB CARM1 CASKIN1 CASP10 CASTOR2 CBLN3 CBX6 CCDC180 CCDC43 CCDC69 CCL22 CD6 CDC23 CDC42BPA CDKN1A CDR2L CEBPZOS CERCAM CHP1 CHST3 CIC CIT CLCC1 CLIP2 CLSPN CNGA2 CNNM1 COL11A2 COL5A3 COL6A1 COMMD6 COPS7B CORO2B CPQ CREB3L2 CSDC2 CSDE1 CSF1 CSF1R CSF2RB CSMD2 CSNK2A1 CTSD CYP1A2 CYP26B1 CYP4V2 DAAM2 DAB2IP DACT1 DAGLA DBNDD2 DDA1 DDAH1 DDX11 DDX18 DEPDC5 DES DESI1 DLGAP4 DLK1 DNAJB12 DNAJB2 DNM1 DPF1 DPF3 DRG2 DTX4 DUSP4 DUSP8 EDNRA EEF2K EEIG1 EFCAB2 EIF4EBP2 ELAVL1 ELAVL3 ELFN2 ELK1 ENSG00000233223 ENTPD2 ENTPD3 ERAL1 ERF ERI3 EXPH5 EYA3 F11R FAIM2 FAM120B FAM131B FAM131C FAM3D FANCF FAT2 FBXL18 FBXL20 FBXO10 FCAR FGFR1OP2 FIBCD1 FKBP1B FLT4 FNIP1 FOXK1 FOXP4 FSCN1 FURIN FUS G6PC3 GAB2 GAL3ST3 GALNT2 GANAB GCDH GDI1 GFOD2 GGCX GLDN GLG1 GLP1R GNAO1 GNAT1 GNL3L GPM6B GPR65 GPRC5A GRIP2 GRK2 GRM4 GRSF1 GSK3A HAP1 HCFC1 HDAC2 HIPK2 HK1 HMGXB3 HOGA1 HOOK3 HOXA1 HOXA10 HOXB8 HOXC4 HSPB7 HYI IFFO2 IGSF8 IKZF3 IL2RG INKA2 IQSEC1 IQSEC3 IRGQ JPH1 KCND3 KCNE5 KCNIP1 KCNK15 KCNQ2 KCNQ4 KCTD10 KHSRP KIAA1549 KIF18B KIF19 KIF21B KIF5A KLC2 KLRC3 KRT75 KRTAP4-11 KSR2 KY LENG8 LINC03040 LRFN1 LRP1 LRRC4B LRRC51 LYN LZTS3 MAFF MAP3K9 MAPK13 MAPT MAVS MBOAT2 MDC1 MDM4 ME2 MECP2 MEF2D MEX3A MGAT5B MGRN1 MIEF2 MINK1 MKNK2 MLLT6 MMP19 MNT MOB3A MORC4 MPP2 MRPL43 MRTFA MS4A4A MTA2 MTF1 MTFMT MTR MTX3 MVB12B MXD3 MXRA7 MYADM MYH14 MYO10 MYO1C MYRF N4BP1 NACC1 NATD1 NAV2 NBL1 NCOR2 NDST1 NECTIN1 NF2 NFASC NFIC NFIX NGFR NHERF2 NIBAN2 NLGN3 NOL9 NOS1 NOVA2 NOX1 NPAS3 NPTX1 NPTXR NRF1 NTSR1 NUP98 NUTM2G NYNRIN OAF OLFML1 ORAI2 PA2G4 PACS1 PACSIN1 PAIP2B PAPOLG PARP11 PARVG PBX2 PCBD1 PCBD2 PDE7A PDK2 PDLIM2 PEX2 PFN2 PGAM1 PGAM4 PHYHIP PIGR PIK3C2B PIK3R2 PITPNM2 PITPNM3 PKNOX2 PLA2G2A PLA2G4E PLAGL2 PLCXD1 PLEKHA5 PLXNA4 PNMA2 PNPLA2 PNPLA6 PNPO POLH POLR1G POLR2E POMT2 POU2AF1 POU2F1 POU2F2 PPARD PPIA PPM1F PPM1J PPP1R9B PPP5D1P PRG4 PRICKLE1 PRKCA PRMT1 PRR12 PRR30 PRR32 PSMB2 PTGR3 PTK2 PTPN3 PTPRA PTPRB PTPRJ PURA PXDC1 PXMP4 RAB11B RAB30 RAB35 RAB37 RAB3IL1 RAB5B RAD51B RALB RALGDS RAP1GAP2 RARA RASSF5 RAVER1 RBFOX2 RBM24 RBMS2 RELT RFT1 RHO RHOB RHOC RIMS3 RNF222 RNF24 RNF38 RNF44 RNMT RPH3AL RPL15 RPL32 RPRD2 RPS6KA2 RRP15 RSPO4 RTN3 RUSC1 S100A5 SAMD10 SARM1 SAV1 SBF1 SCAI SCAMP4 SCGB2B2 SCN1B SCN4B SDC3 SDK1 SEC22B SELENON SENP5 SERPINA1 SETDB1 SFXN3 SH3BP2 SH3GL1 SHANK1 SHISA6 SHISA7 SLC12A4 SLC22A23 SLC25A23 SLC25A45 SLC29A3 SLC2A4 SLC34A2 SLC35F6 SLC4A8 SLC6A11 SLC7A1 SLC7A8 SLC8A2 SLITRK5 SMARCD1 SMG6 SMPD3 SMU1 SOGA1 SORCS1 SOX12 SOX13 SPI1 SPN SPRY4 SREBF2 SRRM4 SSBP3 STARD9 STIM1 STK25 STK35 STX1A STX2 SUFU SULT1C4 SUPT5H SUSD5 SV2A SV2C SYN2 SYNGAP1 SYNGR1 SYNJ1 SYP SYT15 SYT7 TAF10 TAF4 TAP1 TAPBP TBKBP1 TCF3 TCTN2 TET3 TFAP2B TFDP2 TFEB TGFBR3L THTPA THY1 TIMP3 TMED4 TMEM104 TMEM120B TMEM184B TMEM252 TMEM276 TMEM63C TMEM94 TMTC1 TNK1 TNS1 TNS2 TOLLIP TOMM40 TPBGL TPCN1 TRAPPC14 TRAPPC9 TRIM67 TSKU TSPAN18 TTYH3 TUBB4A UNC5B USP37 UTP11 VAMP2 VAT1 VPS25 VPS37C VSIG10L VSIR VWA5B2 WBP2 WDTC1 WNT9B XKR6 XPNPEP3 XYLT1 YBX2 YPEL4 YWHAQ ZBTB4 ZCCHC8 ZFAND5 ZNF333 ZNF384 ZNF385A ZNF490 ZNF503 ZNF518B ZNF544 ZNF548 ZNF609 ZNF649 ZNF667 ZNF674 ZNF710 ZNF814 ZSCAN30 MIR4729 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4729 AASS ABCC12 ABCC4 ABCE1 ABCG2 ABL2 ACIN1 ACVR2A ADAMTS5 ADAMTS7 ADCYAP1R1 ADD3 AEBP2 AFF3 AGL AGTPBP1 AHCTF1 AICDA AK5 AK9 AKTIP ALDH7A1 ALG6 ALKAL2 ALX1 AMD1 AMOTL1 ANAPC5 ANKRA2 ANKRD1 ANKRD13C ANKRD28 ANKRD34A ANKRD34C ANKRD46 ANKS1A APRG1 AQP4 AQP6 ARFGEF3 ARGLU1 ARHGAP25 ARHGAP42 ARL13B ARL15 ARL5A ARL8A ARMC2 AS3MT ATP11C ATP2B1 ATP6V0A2 ATP8A1 ATXN1 AWAT1 B4GALT1 B4GALT7 BAIAP2L1 BATF BBX BCL11A BDNF BFSP2 BICD2 BIRC6 BMAL1 BOC BPNT2 BRI3 BRME1 BRPF3 BRWD3 BTBD10 BZW2 C16orf95 C2CD6 C5orf15 C9orf85 CA10 CACNA2D1 CACNB4 CADM2 CALHM5 CAPN14 CAV2 CBFA2T2 CCDC102A CCDC107 CCDC22 CCDC59 CCDC82 CCDC83 CCDC9B CCNT1 CCNYL1 CD1B CD300C CD55 CDC42SE2 CDC73 CDH9 CDV3 CDY1 CDY1B CELF4 CEP128 CEP350 CEP41 CEP76 CEP97 CER1 CGGBP1 CHAD CHCHD7 CHFR CHMP3 CHP1 CHRNA5 CHST14 CHURC1 CNOT6 CNTN1 COPB1 COX18 COX4I1 CPPED1 CREB3L2 CREBZF CRISPLD1 CRLF1 CTBS CYB561 CYLD CYP7B1 DBT DCAF10 DCAF15 DCP2 DCUN1D1 DCUN1D5 DDN DDT DDX28 DDX5 DDX60L DEFB106A DEFB106B DEPDC1 DGAT2 DGKH DHX58 DLGAP1 DLL1 DMGDH DNAJB14 DNAJC25-GNG10 DNAJC9 DOCK3 DOK6 DPEP2 DSC2 DSC3 DUSP10 DYNC1I1 DYNLT5 DZIP1 EDEM1 EEA1 EFR3B EHHADH EIF1AY EIF2A EIF3A ELAVL1 EMC6 EMSY ENPP6 EOMES EPHA5 ERBB4 ERCC6 ERLIN1 ERLIN2 ERO1B ETNK1 ETV4 EVA1C EXOC5 EXPH5 EYS F13B F2R FAM135A FAM13A FAM241A FAM76B FAT3 FBXO22 FBXO36 FBXO9 FCGR1A FCGR1BP FCHO2 FER FFAR3 FGA FGF1 FGF2 FGFR1OP2 FGFR2 FOXA1 FOXO1 FOXO4 FRAS1 FRAT1 FREM1 FRMPD4 FSD1L FUBP1 FUT2 FUT9 FZD8 GABPA GABRA1 GABRB2 GAD2 GARIN1A GBF1 GCSAM GDAP2 GINS3 GLIPR1L2 GLT6D1 GNG10 GOLGA6C GPATCH2L GPBP1 GPC6 GPR180 GPR84 GRAMD2A GREM2 GRM8 GSPT1 GUCY1B1 GXYLT1 HACD1 HCFC2 HCN1 HDHD5 HELLS HELQ HIPK1 HIPK3 HIRA HMGCS1 HNRNPH3 HOOK1 HOOK3 HOXA10 HOXC9 HOXD9 HSCB HTR2C HTR7 HUWE1 HYCC2 IAH1 IARS1 IDH1 IGFL1 IGSF10 IGSF11 IKZF1 IL1B IL22 IL7 ILRUN ING1 ING3 INIP INO80D INPP4A INSM2 IPO5 IPO7 IQGAP2 IRF2 IRF6 IRS1 IRX3 ITFG1 ITGA4 ITGA6 ITPR1 JAZF1 JMY JPT2 KAT2B KCNA4 KCNH8 KCNMA1 KCNN4 KCNQ3 KCNS2 KCTD21 KCTD9 KDM7A KIAA0408 KIAA0825 KIAA1958 KIF20B KIF21A KIF2A KIRREL1 KITLG KLF5 KLHDC2 KLHDC8A KLHL1 KLHL5 KLHL9 KLK12 KRBOX4 KRT72 LAP3 LARGE1 LDLRAP1 LIN54 LINC01517 LMAN2 LPGAT1 LRFN5 LRP2 LRP6 LRP8 LRRC56 LRRIQ4 LY6D LZTR1 MAB21L1 MAGOH MAMDC2 MAP3K2 MAP6 MAPK8 MAPK8IP3 MAPKAP1 MARCHF6 MARCHF7 MARCKSL1 MAT2B MBD2 MBNL2 MBNL3 MBTPS2 MCM4 MCM9 MDFIC MDM2 MED13L MED17 MED8 MEMO1 MEOX2 MET METTL2A MID2 MIS18A MITF MLPH MMGT1 MOB1B MOB3B MORC3 MPC1 MRPL14 MRPS28 MS4A7 MSL2 MSMO1 MTMR1 MTMR6 MTOR MTRF1 MYADM MYCBP2 MYEF2 MYO6 MYRF MYRIP NABP2 NAPEPLD NCAPD2 NCF1 NCOA6 NECTIN1 NEGR1 NEK6 NEK7 NEXMIF NFKB1 NOP14 NOTCH2 NOVA1 NPAS3 NRIP1 NRXN3 NT5M NTAQ1 NUFIP2 NUP43 NUP98 NUS1 OGA OGFRL1 OGN OGT OLFM4 OSBPL11 OSBPL6 OTP OVOL2 P3H1 PAFAH1B2 PAIP1 PARP11 PAXIP1 PCMTD2 PCNP PDCD6IP PDGFRA PDGFRL PDLIM1 PDLIM5 PDS5A PGGT1B PHACTR3 PHB1 PHF6 PI4K2B PIAS2 PIP4P2 PITPNC1 PJA2 PKD1L2 PKLR PKP4 PLAC8 PLAC8L1 PLCXD1 PLCXD3 PLEKHH2 POMGNT2 POU2F1 PPIP5K2 PPP6R2 PRDM1 PREP PRICKLE1 PRKAA1 PRKAA2 PRPF38B PRPF4B PRR12 PRR23E PRRC1 PTBP2 PTEN PTGER3 PTGFR PTH PTP4A1 PTPMT1 PUS7L PYGO1 QKI RAB23 RAB27B RAB36 RAB3IP RAD23B RAI2 RARS2 RB1CC1 RBFOX1 RBL1 RC3H1 RFC1 RFX3 RHOJ RIC8B RIN2 RMND5A RNF103-CHMP3 RNF180 RNF19A RNF216 RNF38 RNF39 RNF44 RNFT1 RORA RPL22L1 RPL32 RPRD1B RRAGC RRH RSPO3 RTF1 RTKN2 RTN1 RWDD3 RXYLT1 SAFB2 SANBR SATB1 SCD5 SCN11A SCPEP1 SCYL3 SDCCAG8 SDHA SEC14L1 SEC22A SEMA4D SENP6 SEPTIN9 SERINC1 SFMBT2 SGIP1 SH3GL3 SHC4 SIPA1L2 SKI SLC10A2 SLC10A7 SLC16A14 SLC1A1 SLC1A2 SLC22A15 SLC25A16 SLC25A26 SLC26A7 SLC27A3 SLC30A4 SLC35E1 SLC35E3 SLC35G1 SLC66A1L SLC6A1 SLC6A15 SLC6A4 SLC7A11 SLC9A2 SLIT2 SMAD7 SMARCA5 SMIM14 SNAP23 SNAP25 SNAP29 SNTB1 SNTG1 SNX13 SNX4 SOCS4 SOCS5 SOCS6 SOGA3 SORBS1 SOX9 SP8 SPACA4 SPAG9 SPAST SPATA12 SPINK8 SPIRE1 SPPL3 SPTAN1 SREK1IP1 SSTR1 ST18 STAM STARD13 STEAP2 STK38L STOML1 STRIP2 STX11 STX12 SYCP2 TAC4 TAOK1 TBC1D12 TBCA TBX5 TCHH TCP11L2 TCTN2 TDRD5 TEAD1 TENM1 TGM3 THUMPD1 TIE1 TIGD2 TIMM17A TLCD4 TLR3 TMED10 TMEM131 TMEM132B TMEM170B TMEM198 TMEM241 TMEM38B TMEM45A TMEM47 TMEM62 TNFRSF11B TNPO1 TNS1 TNS3 TOLLIP TONSL TP53AIP1 TP53BP1 TP63 TPI1 TPK1 TPP2 TRABD2A TRAK1 TRAK2 TRAPPC2 TREML4 TRIM55 TRUB1 TTC19 TTLL7 TUSC3 UBA2 UBASH3B UBE2C UBE2D1 UBE2D3 UBE2G1 UBE2K UBE2N UBE2QL1 UBE2Z UBE4A UBIAD1 UBN2 UBP1 UBR2 UBR5 UHRF1 UNC13C UQCRB USP10 USP14 USP25 USP44 USPL1 VAV3 VCAN VEZF1 VIT VPS13C VSNL1 VSTM2A VWC2 WASF1 WDHD1 WDR26 WDR31 WNK1 YEATS4 YTHDC2 YWHAH ZBTB1 ZBTB43 ZBTB49 ZC3H6 ZC4H2 ZCCHC10 ZDHHC21 ZFAND5 ZFP37 ZFX ZIC4 ZKSCAN8 ZMYM2 ZMYM4 ZMYND11 ZNF175 ZNF177 ZNF227 ZNF304 ZNF333 ZNF385C ZNF519 ZNF528 ZNF552 ZNF559-ZNF177 ZNF607 ZNF638 ZNF655 ZNF704 ZNF710 ZNF782 ZNRF2 ZSCAN16 ZYG11B MIR4730 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4730 FAM219A GAREM2 KCNMB2 PAX5 RECK TSPEAR YTHDC1 MIR4731_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4731_3P ABHD13 ABI1 ABLIM3 ADAMTS10 AGFG1 AKAP9 ALG10B ANK3 ARHGAP32 ARL5A ARNT ASAH2B ASIC2 ATP2B4 AUTS2 BAZ1B BIRC6 BMPR1A BMPR2 BRWD3 CACNA1C CCDC184 CCDC71L CCDC85A CCL23 CCNL1 CERT1 CFAP61 CLDN8 CNNM4 CNOT1 CNOT7 CRKL CSNK1D CTDSPL2 CXCR4 CYRIA DACH1 DACT1 DCAF5 DDX3X DGKE DHX38 DIP2B DIPK2A DOCK3 DUSP4 ELL2 EPHA5 ERC2 FAM117A FAM193A FAM199X FAM91A1 FAT3 FBXL5 FGF13 FOXO3 GABRA6 GAD2 GLRA2 GOLGA7 GORASP2 GPM6A GTPBP3 HACD3 HECTD2 HIPK1 HIVEP1 HMGB2 HOXA5 HSPD1 HSPH1 IMMT INO80D IRF5 ITGB5 IYD JAG2 KBTBD8 KIF26B KSR2 LDHA LRP12 LRRTM3 LRRTM4 LSM4 LUC7L3 MACO1 MAP7D3 MBNL3 MCHR2 MECP2 MEST MEX3D MFSD6 MOSPD1 MPDZ MSR1 NAP1L3 NAT1 NDFIP1 NDRG4 NDUFAF6 NECTIN1 NETO1 NF1 NFAT5 NOTCH2 NOVA1 NR4A1 NRN1 NRP1 NUDT16 NUFIP2 NUP54 NWD2 OTUD1 PABIR3 PARPBP PCDH9 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHAC1 PCDHAC2 PHC3 PHF3 PI4K2B PITPNB PMCH PNN POLR1B PPP1R15B PRKAG2 PRTG PSD3 PTPN4 PTPN9 PTPRK PUM1 PUM2 QRICH1 RAB9B RANBP3L RAP1A RB1 RBM27 RBX1 RFX3 RIMKLB RIMS3 RNF11 RNF2 RNF220 RNPS1 ROBO2 RRAS2 RTN4R RYBP SAMSN1 SCG2 SCGB2A1 SEC23IP SFMBT2 SGIP1 SGTB SIN3A SLC16A1 SLC26A5 SMG7 SNRPB2 SORL1 SPAG16 SPHKAP SPOCK3 SPTLC1 SRP68 ST8SIA4 SYT1 TATDN2 TBC1D8B TEAD3 TLX1 TMA16 TMEM106B TMEM35A TNFRSF19 TOB1 TP53INP1 TP53TG3 TP53TG3B TP53TG3D TRIO TSC22D2 UBA2 UBE2B UBE2H UBE3A UBR3 UCK2 UGT2A3 USP1 USP24 USPL1 VSNL1 WEE1 YWHAH ZC3H12C ZC3H6 ZCCHC17 ZFPM2 ZFR ZIC4 ZMYND8 ZNF143 ZNF382 ZNF605 ZNF706 MIR4731_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4731_5P AAK1 ABR ACAP3 ACE ACTG1 ACTR1B ADAMTS10 ADARB1 ADCY1 ADCY6 ADGRA1 ADRB3 AGAP1 AIF1L AMACR ANKFY1 ANKS6 APC2 APOBEC3C APOBEC3D APOBEC3F ARC ARID3B ARL6IP4 ASB6 ATXN2L BANF1 BARHL1 BAZ2A BEGAIN BYSL C14orf132 C4orf46 CACNB1 CALR CARNS1 CCDC93 CCDC97 CCND2 CD74 CD83 CDH4 CDK19 CDT1 CERCAM CIDEB CISH CLIP1 COA7 COBLL1 COLCA1 CORO2B CPEB4 CPLX2 CRIP3 CRTC1 DBNDD1 DCAF8 DELE1 DES DIAPH1 DLX1 DMAC2 DMWD DNAJC11 DOK2 DVL3 EEIG1 EFR3B EHMT2 EIF4A2 ERF ESPN EVI5L EXTL3 FAM53C FBXO41 FGF1 FGF19 FNDC4 FOXE1 FOXP1 FRMD5 FXN GFAP GGA1 GGA3 GIGYF1 GIPC3 GNAI2 GPRC5B GRK2 GRK6 HEY1 HEYL HIP1 HMG20A HOXC5 ICOS IQSEC2 IQSEC3 KCNC1 KCND1 KCNJ10 KCNK3 KCNQ2 KIF21B KIF24 KRT78 KRTAP10-10 KSR2 L1CAM L1TD1 LARP1 LEF1 LIMK2 LMOD1 LMX1B MAP3K14 MAST3 MBOAT7 MECP2 MED29 MED9 METTL6 MICAL1 MIDN MLLT1 MPRIP MPZ MUC6 MYPOP MZT2A MZT2B N4BP2L2 N4BP3 NCALD NCAM1 NECTIN1 NEUROG1 NFATC4 NGFR NMNAT2 NPRL3 NPTXR NRSN1 ORAI2 PA2G4 PAAF1 PACS1 PAX5 PCGF2 PDGFRB PDXK PHF24 PHF8 PIP4K2A PITPNM2 PKP1 PLA2G2F PLCH1 PLEK2 POU2F2 PPARA PPP1R10 PPP1R9B PPP2R1A PRAP1 PRDM16 PRKD2 PRR13 PRR23C PXN QKI RAB6B RASD2 RFX1 RING1 RNF185 RNF26 RXRB SAMD10 SCAMP4 SCARA5 SDC1 SDC3 SEH1L SELENON SETD5 SFRP2 SH3TC2 SIRT2 SLC23A3 SLC25A23 SLC43A2 SLC6A6 SLC6A9 SLC7A1 SLC9A5 SMIM3 SNX20 SOGA1 SORBS3 SP7 SPPL2B SRCAP SRRM2 ST18 ST3GAL1 STAT3 STK40 SZT2 TAFA3 TANC2 TBCK TBX10 TEAD3 TET3 TLN1 TMEM127 TMEM132E-DT TMEM184A TMEM255A TMEM63A TMUB2 TNS1 TOM1L2 TP53INP2 TPM4 TRAM2 TRIM66 TSNARE1 TSPAN11 TSPAN18 TTBK1 TTYH3 UBL4A UNC5B URM1 USF2 WDR48 WDTC1 ZBTB39 ZBTB46 ZCCHC3 ZDHHC3 ZFAND3 ZFAT ZMYM3 ZNF154 ZNF512B ZNF516 ZNF609 ZNF619 ZNF827 ZNF831 MIR4732_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4732_3P ABCC4 ABHD6 ADAR ALCAM ASXL3 ATXN1 BAK1 BBC3 BCL2L2 BHLHE41 CBFB CBLL1 CDH5 CDKL5 CFAP141 CNTNAP1 DISC1 DNAJC14 DOCK3 DUS1L DUSP26 DUSP6 EFCAB14 ENPEP EXTL3 GCNT1 GJA1 HMGCLL1 HNF4G IER3IP1 IGSF3 INO80D IQSEC3 IRF4 ITGB2 JADE3 KDM4C KDM7A LANCL3 LGALSL LRRC59 LURAP1L MBLAC1 MCPH1 MXD4 NFYA NIPAL4 OLAH PCDH7 PGRMC2 PHACTR3 PHF20 PI4K2B PPP4R3A PRICKLE1 QKI RAPGEF5 RASSF3 RBAK RBM20 RFX5 SBNO1 SEL1L SH3BP2 SH3TC2 SLC35A4 SNX18 SRF STARD13 SUN1 SYDE2 TAOK1 TENT5A TMEM132E TMEM135 TRMT10B UBASH3B UBR2 UBR7 USP38 ZBTB11 ZBTB37 ZFAND1 ZKSCAN5 ZNF704 ZSWIM4 ZSWIM6 MIR4732_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4732_5P ALKBH5 AMMECR1 ANXA7 ARSL CCDC73 CYBRD1 DDX5 FAM222B GABRB3 GJA5 GRM5 KIRREL3 KLLN NHLH1 OSCAR PPM1E PSMA5 RAVER2 SEPTIN11 SOCS5 TAF9B WASL MIR4733_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4733_3P ABHD4 ACSS1 ADAMTS1 AIG1 AKR1B10 AKR1B15 ASIC1 BEX5 CAV1 CCL8 CHAD CHD2 CHEK1 CHMP1A CLDND1 CNNM4 COL12A1 CTAGE1 CTNND1 CYB561A3 CYB5R2 DAG1 DCX DENND1C ESR1 FGF2 GLUD1 HADHA HM13 HOXC10 IRF2BP2 ITPK1 KRT37 KSR2 LARP1 LASP1 MAGEL2 MAPRE2 MOSMO MYO1E PABPN1 PDZD2 PHF24 PLEKHM3 PPP2CA PPP6R2 PPP6R3 PSAP RALA RIMS3 RNF185 SEPTIN5 SHISA7 SLC18A2 SLC46A2 SLC6A16 SLC7A6 SORCS1 SRGAP2 STX17 STXBP6 SUSD6 SYNGR1 TADA2B TAP2 TBCD THAP11 ZFPM2 ZMYND11 ZNF189 ZNF512B ZZZ3 MIR4733_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4733_5P ABCC6 ADIPOR2 AK9 ALYREF ARF3 ARIH1 ARL8B ARMH3 ARMH4 ARPC5 CACNG6 CALCR CCDC50 CCN1 CHAC2 CIBAR1 CNGA1 COBLL1 CRLS1 CTNNB1 DACT1 DCAF6 DLG3 DLGAP1 EBLN2 EIF2AK4 EIF4ENIF1 ERBB4 ERI2 FAM170B FBXW11 FUT11 GABRB2 GLCCI1 ITGB5 JPH4 LIN28B LPGAT1 LSAMP MACIR MAGI3 MAN1A2 MAOB MED6 MEIS1 MEX3C MGAT5B MUC7 NKAPD1 NOL10 NOLC1 NT5C1B-RDH14 ONECUT2 OXSR1 PEA15 PELO PFN2 PGGT1B PIP4P1 POU2F1 PPIF PTPN4 RAB30 RAB31 RACGAP1 RAPGEF2 RBM43 RCE1 RCSD1 RDH14 ROBO1 SEMA4A SERPINB5 SLC16A12 SLC4A1AP SLC6A2 SMOX SNRPD1 SP1 STAM STARD13 SZRD1 TAFA2 TMEM254 TP63 TRIL UBE2E3 UNG UTRN VNN1 ZFYVE26 ZNF135 ZNF250 ZYG11B MIR4735_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4735_3P ADD3 AEBP2 AGFG1 ATL2 ATM ATXN1 BBX BTG3 CA12 CCDC88A CCN2 CCR2 CDK19 CEMIP2 CREBL2 DICER1 DIP2C DIRAS2 DPPA3 EPB41L1 ERI1 ESCO2 ESR1 FAM3C FAM9B FBXL3 FCHSD2 FER FRS2 FRYL GCLC GIGYF1 GLRB GOSR2 GPR158 HEATR5A HIF1A HMBOX1 HMGCS1 HSF5 IQSEC3 IRF2 ITGA2 KCMF1 KCNA1 KCNH7 KCNJ2 KCNS2 KDM2A KLHL20 KPNA6 LACTB2 MAP3K1 MAP7D1 MAPK4 MBOAT2 MEF2C MYLK NAA50 NEDD4 NEDD9 NR1I2 NUFIP2 OLFML2B PARD6B PATJ PDE4D PDZD2 PHC3 PHF19 PIAS3 PNISR PNLIPRP3 PRSS12 PSD3 PTCHD1 PTGFRN RAB5A RAB5C RABGAP1 RBBP8 RNF145 RORA RUNX1 SH3BP4 SIX3 SMAD2 SORBS2 SUCO TAOK1 TBPL1 TGFBR3 TMEM170B TMEM248 TNFAIP3 TOR1B TRAPPC8 TRIB2 TRIOBP TRPC4 TWF1 VPS13A XYLT1 XYLT2 YBX3 YPEL5 ZBTB20 ZBTB4 ZBTB47 ZCCHC24 ZCCHC3 ZFP62 ZNF365 ZNF367 MIR4735_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4735_5P A1CF AAK1 ADD2 ADGRF2 ADGRL3 AGPS AHR ANKIB1 ANKRD13C ANKRD62 APOBEC3G AQP4 ARHGAP21 ARHGEF33 ARL4D ASB8 ASRGL1 AUTS2 B4GALT6 BOD1L2 BRWD1 C15orf48 C2orf66 CADM2 CAMK4 CAPS2 CARTPT CCDC148 CCDC28A-AS1 CDK6 CELF2 CLCN3 CNGA1 CNOT6L CNTD1 COL4A1 COMMD6 CPEB2 CREB1 CREBL2 CSRNP3 CYRIB CYSLTR1 DCAF10 DCP2 DNAJB14 DPP10 EED EFEMP1 EFHB ELK4 ENKUR EPC2 FCHO2 FIGN FPR3 FREM1 FUT9 FZD3 GABRG2 GATC GID4 GNB4 GOLGA4 GOSR1 GRID2 HERC1 HOOK3 HYCC2 IGFBPL1 IGSF1 INO80D ITGA4 KCNMA1 KLHL7 LAMA4 LARP4 LATS2 LCOR LIN28B LIN54 LRATD2 LRRN1 MAGEB3 MAP2K4 MAP7 MASTL MBNL3 MDC1 MEST MGARP MYO5B NAMPT NCOA2 NDUFS2 NR2C1 NR4A3 NRIP1 NTS OMD PAICS PAIP1 PCDH10 PCDH17 PCSK2 PDLIM5 PECR PHC3 PHF20L1 PHYKPL PJA2 PKN2 PLCB1 PLEKHA2 PPDPFL PPP4R2 PRR11 PRSS35 PTGS2 PUM2 QKI RAB3C RAB6A RAB6C RAB6D RAB7A RABEP1 RASSF8 RB1 RBL2 RC3H1 RCBTB1 RFX3 SCAI SEC24B SETD7 SF3B1 SGTB SHH SIX2 SKAP2 SKP2 SLAIN2 SLC4A4 SLIT2 SNAPC1 SNX29 SOHLH2 SOX21 SPOPL SPRY2 SRPX SRSF3 STAG2 STON2 STYX SUSD5 SYNE2 TBC1D9 TEAD1 THAP1 TMEFF2 TMEM59 TMEM98 TP53BP2 TRDN TRIM33 TRMT5 TSPAN2 TWIST1 UACA UBE4A UQCRB VCPIP1 VKORC1L1 VWA3B WAPL WNK3 XRN1 YBX1 YIPF6 ZC3H12C ZDHHC17 ZFP14 ZNF382 ZNF519 ZXDA MIR4736 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4736 ADRM1 AP1M2 ASIC2 ATF7 ATG9A ATM ATP9A ATXN1 BARD1 BAZ2A BEAN1 BIRC6 C10orf82 CACHD1 CACNB4 CCDC174 CCSER2 CDH17 CDK16 CDKAL1 CFL2 CHAD CHID1 CTNNA2 CYP3A5 DDX3X DEF8 DGKI DNASE2 DPP8 EEF1A1 EFS EPHA5 EPHA8 ESRRB ESRRG FAM53A FBH1 FBXL18 FIGN FMNL2 FOXN2 FOXN3 GAPT GATAD2B GDF6 GID4 GPR137 HABP4 HTR6 INHBB JPH4 KCNH5 KCNJ6 KCNS1 KDM6A KLHL12 LRIG3 LRRC59 LZTS3 MAP1B MEF2C MYO5C NCKAP1 NDRG1 NR6A1 ONECUT1 PALM2AKAP2 PDPK1 PEA15 PHB1 PLEC PLPPR2 PPP3R1 PRKD3 PRODH PTPN12 RGS9BP RUNDC3A RYBP SAMSN1 SDK2 SH2B3 SLC34A1 SOGA1 SSH2 SSR1 ST7L STAG1 STIM1 TBL1Y TCF19 TEAD3 TLN1 TNKS TNPO1 TPP1 TPPP3 TRAF3IP3 TRIO UBE2G1 UBE2V1 VSTM4 WASF2 WWC3 ZBTB20 ZFP41 ZHX3 ZNF608 ZNF609 ZNF704 MIR4737 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4737 BTN3A1 COMMD1 DAZAP2 GABBR2 PDZD11 MIR4738_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4738_3P ABL2 ADAMTS6 ADRA1A AFF2 AKAP11 ANKRD45 ANO6 ATP2B4 ATP6V1A ATXN7L3B BCAT1 BMT2 BORCS8 BTBD1 C8orf88 CACNA1E CADM1 CAPRIN1 CD300A CEP43 CERT1 CHL1 CKAP2 CLOCK COPG2 COPS7B CRPPA CSTF3 CTBP2 CTDSPL2 CTNND2 CWC27 CXXC4 DCLK1 DNAJA2 DNM1L DTWD1 EGF EIF4G3 EPN2 ETNK1 FAM98B FBXO11 FBXO32 FKBP1A FMN2 FMO5 FMR1 FOXO6 FRMD8 FYB2 GBP4 GNG12 GPM6B GPR137C GPR22 GPR88 GPX5 GRSF1 GTPBP10 H2AJ HAL HAPLN1 HAPSTR1 HAVCR1 HNRNPH1 HNRNPR HOMER1 HYI IPO8 KAT6A KAT7 KCNJ1 KDM7A KHDRBS1 KIF5A KIF5C LDLRAD3 LRRTM3 MAK16 MAP2 MAP4K5 MAPK9 MCTS1 MIB1 MKLN1 MYNN MYSM1 NCOA2 NDUFAF5 NETO1 NFIL3 NIPSNAP2 NLN ONECUT2 OOSP2 OSER1 PAG1 PARP15 PBRM1 PBX1 PCBP2 PCDH9 PCMTD1 PDE4B PGM2L1 PHF1 PHIP PKNOX2 PMS1 PNKD PPM1E PTAR1 PTGER3 PTPRE PTPRO PUM2 PXYLP1 RAD21 RAP2C RBM42 RBPJ RETREG1 RNF180 RNF185 RPGRIP1L RPRD2 RPSA RUNX1 RYBP SAMD13 SCYL2 SELL SEPTIN6 SESN3 SHISA6 SIAH1 SLAIN2 SLC17A7 SLC25A24 SLC38A2 SLC6A15 SNN SNX19 SOX11 SPECC1 SPG11 SPP2 SPRTN SRP72 SS18 SSBP3 STEAP2 STXBP5L TAF9B TC2N TGFB2 TIGD6 TLR10 TNFAIP1 TOX3 TRPC3 TRUB1 TSC22D2 TTN UBA2 UGT3A2 UNC5C URI1 USB1 WAPL WASF3 WDR48 XKR6 YTHDC1 ZBTB18 ZFYVE27 ZMAT3 ZNF211 ZNF277 ZNF493 MIR4739 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4739 ABCG4 ACKR2 ADAMTS4 ADD2 ADGRE5 ADO AHCY AIF1L ANO6 AR ARHGEF9 ARL6IP5 ATP6V0D1 AURKA BACE2 BAK1 BLTP3A BZW1 C20orf96 CASC3 CBX6 CCDC169-SOHLH2 CD300LD-AS1 CD44 CDHR1 CERS2 CETP CREB3L2 CRTC2 CS DLK1 DLX3 DMBX1 DNA2 DTX1 ELFN2 ESRRG EYA3 FBN2 FGF23 FZD1 GABBR2 GATAD2B HECTD4 HERC3 HNF4A HNRNPA2B1 HOXB9 HOXC10 HPCA HSD17B13 HTT IGFBP4 IL2RB IL2RG IMPDH1 ISLR ITGA8 JCAD KCTD13 KDM5C KICS2 KLHDC10 KLHL13 KLHL9 KLK4 KSR2 LASP1 LENG8 LRP2BP LRRTM1 LSAMP LSM8 MAP3K9 MEF2D MEIS3 METTL21A MYOM1 NALF2 NAV2 NCOR2 NDUFA10 NDUFA4L2 NECTIN1 NEMP2 NFAM1 NFAT5 NFIX NGF NISCH NOVA2 NSG2 OPA3 OXCT2 PAX1 PCYT1A PDLIM5 PHF8 PIANP PLAGL2 PLXNA1 POU2AF1 PRRT2 PSD3 PTK2 RAB3IL1 RASSF3 RBM43 REG1B RND1 RNF103 SAMD4A SDK1 SEC31A SEMA4G SGMS1 SH3PXD2B SHISA7 SKI SLC1A3 SLC2A3 SNU13 SOHLH2 SOX12 SOX13 SPRN SRP54 SSH1 STK16 TBC1D24 TET3 TP53INP1 TRIM3 UBE2D3 UBE2O UBE2W ULK1 WASF2 WDTC1 WNT1 WNT9B YTHDC2 ZFHX3 ZMYM3 ZNF444 MIR4740_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4740_3P AKT1 ALG2 CAMK2B LHX3 SLC25A18 STXBP4 STYK1 MIR4740_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4740_5P ACLY AGAP1 AHSA1 ATF2 ATG12 BCL2L11 C10orf105 C16orf46 CCDC62 CCL11 CNOT6L DAAM1 DEPDC4 DGKK ELAVL2 ELK4 ELOVL6 ENOPH1 ENPP1 EXO5 FOXC1 GIPC2 GLO1 HCLS1 HSD17B13 IMPG1 IRX2-DT KCNIP3 KLHL15 KMT2A LIN54 LIX1L MSL2 MSR1 NKAP P2RX2 PCDHGA1 PCDHGA10 PCDHGA11 PCDHGA12 PCDHGA2 PCDHGA3 PCDHGA5 PCDHGA7 PCDHGA8 PCDHGA9 PCDHGB3 PCDHGB7 PCDHGC3 PDK3 PSMA5 RAB26 RER1 RIOX2 SCRT2 SLC25A21 SLC4A10 SMG1 SPTLC2 STAM2 TCL1B THSD4 TPM1 URI1 WSB2 ZFPM2 ZHX1 ZNF705A ZNF705EP ZNF706 ZNF84 MIR4741 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4741 ADCY1 C19orf84 DNAJA2 EDA2R EEF1AKMT4 FBXL16 FBXW10B FXYD6 GIPC3 GRAP2 HAGH JADE1 LARP1 LDB1 LNX2 LRRC32 MAGI1 MBTD1 MMAB MORF4L2 MSANTD3 NCOR1 NKAIN2 PCBP3 PCDH11X PDE4D PHF11 PLEKHA8 PLK2 PLXDC2 POLR2D PPM1H PPM1M PPME1 PRPF38A PTPRF RAB22A RGSL1 SBF1 SDC3 SETBP1 SRY STK40 TAB2 TXLNG USP9X ZFAND5 ZNF410 ZNF609 MIR4742_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4742_3P ABCA1 ABCC2 ABCG8 ADAT1 AHCTF1 AKAP5 ANAPC7 ARHGAP21 ARID4B ATP11C ATP2B1 BCCIP BEND6 BICC1 BMP3 BRCA1 C4BPA C9orf78 CACNG8 CALCR CALD1 CAMK4 CD177 CDK2AP1 CERKL CFAP20DC CHD6 CHFR CHIC2 CISD2 CLCN3 CLIC1 CLIP3 CNNM2 CNTN6 COL10A1 COMMD8 CUX2 CXCL10 CYB5R4 CYP1B1 CYP27C1 CYP4A22 CYRIA DCBLD2 DENND1B DGKE DNAJC13 DOC2A DOCK9 DPP10 DR1 DROSHA DSEL EARS2 EBF1 EIF4A2 ELOVL5 EPB41L2 EPC1 EPHA5 ERAP2 FBXO36 FCF1 FGF7 GABRB2 GATA3 GCNT1 GHITM GJC1 GLYAT GNG12 GRAMD1B GRB10 GRIN2A GRM5 GTDC1 HDAC2 HECTD2 HECW2 HLTF HOOK3 HSP90AA1 HSPA9 IFNAR1 ING2 IRF2BP2 ITCH KIFBP KLF6 KLLN KRT10-AS1 LGALS8 LRRC8C LSAMP LY6E MACF1 MAP3K5 MAP4K5 MAPK9 MBD5 MCMDC2 MFAP3L MFSD4A MLANA MLLT3 MOSMO MRPL30 MTAP MXD4 MYO16 MYO5C NABP2 NAPG NAV3 NCAM1 NCK2 NKTR NOL10 NOVA1 NRK NUFIP1 NUFIP2 OIP5 PAPOLA PARP16 PCDH15 PCIF1 PCNP PDE10A PDE1C PGAM5 PGBD2 PHF14 PNN PPM1B PREPL PRKCI PRND PRR11 PRRC1 PSMF1 PTGDR PUM1 PURB RAB3GAP2 RAF1 RIMOC1 RND3 RRP15 RTL4 SALL4 SCUBE2 SLC2A1 SLC39A6 SLC4A10 SLC4A8 SLIT2 SLITRK1 SLITRK3 SMAD5 SMAD6 SORBS1 SPR SRFBP1 SRSF3 STAG1 STK26 STRADB SUSD5 TBC1D9 TBL1XR1 TBX15 TDRP THAP5 TM9SF2 TMEM106C TMEM117 TMEM123 TMEM158 TMLHE TMPRSS11F TNFRSF1B TRDN TRIM10 TRIM36 TRIP11 TSC22D2 TSHZ3 U2SURP UBASH3B UBE2F UBE2J1 UBR3 UFL1 USP28 USP42 USP51 UTY VEGFA VKORC1L1 VPS13A WAC WBP4 WNK3 XPNPEP3 YEATS2 ZBTB10 ZDBF2 ZDHHC15 ZFY ZIC1 ZNF449 ZNF569 ZNF570 ZNF71 ZNRF2 ZRANB3 ZWINT MIR4742_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4742_5P ACBD5 ACTR1A ACTR1B AK2 AMER3 AMMECR1L ANKRD18A AP3S1 ARHGAP28 ATG5 ATP11C ATXN7 AZI2 BIN1 BNC2 BRD8 BSDC1 BTBD3 CACNA1B CCDC117 CCDC152 CCL5 CDC42EP4 CEP41 CHL1 CLTC COL21A1 CRACDL CREB1 CREB5 CRIM1 CRPPA CSDE1 CTTNBP2NL CYB561D1 CYRIA DCLK1 DENND1B DGCR2 DNAJA2 DOLPP1 EGF EGR1 EIF3J EMCN ENO4 EPM2AIP1 ERGIC2 ESCO2 ESR1 FAM133B FAM200B FAM218A FBXO8 FBXW7 FJX1 FOXC1 FOXO1 FUT6 GLCCI1 GLIPR1L1 GLRX5 GPAM GPR37L1 GPR63 GRSF1 HERC1 HINT1 HKDC1 HMGN3 HTR2A IER3IP1 IMPA1 INO80D INSR IRS2 ITPRID1 JMJD1C KSR2 LDB3 LEF1 LOXL4 LPP LRRC8C LSM11 MAFB MAN2A1 MAP2 MAP2K4 MBD2 MCTP2 MIEF1 MINDY2 MKRN3 MORC3 NAV1 NBPF11 NDUFA6 NFIX NKIRAS1 NMT2 NSF OIP5 OPRK1 ORC5 OTUD7A PARP11 PCDHB13 PCSK7 PDE4B PDGFB PHF2 PHKA1 PLXDC2 PPP4R4 PRIMPOL PRKAA2 PRKAR2A PRLR PRR14L PSME4 PYHIN1 RAB1A RABGAP1L RB1CC1 RC3H1 RIMKLA RMND5A RNF123 RNFT2 RPF2 RSBN1 SEC14L5 SEC61G SEMA3A SEMA4F SERINC5 SH3BGRL2 SHLD2 SKI SLAIN1 SLC16A14 SLC39A10 SLC8A2 SNRPN SNURF SORBS2 SOX6 SPECC1L SREK1 SSBP2 ST3GAL6 STAG2 STOX2 STRN SV2B SYT1 TACC1 TARDBP TAX1BP3 TBC1D28 TFDP1 THOC2 TM2D3 TNFSF14 TNPO1 TSHZ2 U2SURP UBP1 UGGT1 USP3 VGLL4 XPO4 YY1 ZBTB20 ZNF365 ZNF608 ZNF652 ZPLD1 MIR4743_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4743_3P ABCE1 ACADM ACTRT3 ADAM12 AFF4 AGTR1 AK5 AKAP10 ANKRD29 ARGFX ARID2 ASB8 ASXL2 ATF6 ATP11C ATP5F1A BCAT1 BDP1 BPGM BTBD9 BTG2 C15orf40 C17orf49 C1orf109 C2orf83 C9orf153 C9orf72 CCP110 CDC7 CDH7 CEP44 CHST9 CIBAR1 CILK1 CMPK2 CNOT4 CNOT6L COG6 CPEB3 CPNE8 CSF2 CXorf58 CYB5A DIP2B DMRTC2 DPY19L3 DRP2 DUSP3 EEA1 EEF1AKMT2 EFNB3 EIF3J EIF4H ELFN1 EPHA4 ERO1B ETNK1 FAM169A FAM227A FAM83B FBXO33 FGFBP3 FIGN FMOD GABRR1 GAD2 GDNF GGNBP2 GLRA2 GNA12 GOLT1B GUCY1A2 HAPLN1 IFT22 IL15 JMY KAT6A KIDINS220 KLHL11 L3MBTL1 LANCL2 LAYN LIN54 LRATD1 LRRC8C LRRFIP2 LRRIQ3 LVRN MAK METTL15 MFSD14B MGA MINDY2 MINDY3 MINPP1 MORF4L2 MOSPD2 MYRIP MYT1L NAA16 NAT8L NDEL1 NDUFAF7 NFIA NFS1 NFYA NSG1 NTM NUDT13 OPN5 ORMDL3 PAFAH1B1 PCDH17 PDAP1 PDE3B PELO PKNOX1 PLAGL1 PLCL1 PLN POU3F2 PRKAR2A PRKCI PRKG1 PSD3 PYROXD1 RAB3B RACGAP1 RAMAC RAPGEF6 RERE RGS17 RIMS1 RIOK3 RIPPLY3 RNF150 RPF1 RPS6KB1 RSPH4A SCUBE3 SELENOF SFMBT2 SGCD SH3TC2 SHISA9 SIVA1 SIX1 SKIDA1 SLC12A6 SLC29A1 SLC2A11 SLC30A4 SLC30A7 SLC38A1 SLITRK4 SMIM10 SMPD4 SORT1 SP100 SP4 SPCS2 SS18 ST8SIA4 STK16 STRN3 STX6 TAS1R3 TBC1D3 TBC1D3H TECPR2 TLE1 TLL2 TMEM106B TMEM18 TMEM47 TNFAIP3 TNRC6B TRANK1 TRIM39 TRIQK TSPAN17 TTC28 UHRF2 VASH2 WBP2NL WDR33 WDR43 WWC2 XKR4 ZBTB20 ZBTB6 ZC3H12D ZDHHC17 ZFP36L2 ZKSCAN1 ZMYM4 ZNF268 ZNF287 ZNF35 ZNF37A ZNF462 ZNF468 ZNF484 ZNF563 ZNF639 ZNF641 ZNF652 ZNF684 ZRANB1 MIR4744 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4744 ABCC5 ACOX1 ACSS3 ACTR3 AFG1L ALCAM ALKAL2 ALOX5AP ANKRD50 ANKS1A APH1B ARHGAP32 ARL5B BAG1 BCL6B C17orf58 C3orf52 CAMLG CBL CCN4 CDC73 CDK6 CENPF CHRNA5 CLEC2D CLPX CLRN1 CLTA CMPK2 COBLL1 COL6A6 COMMD10 CPED1 CRYBG3 CTNND1 CWC15 CYB5B DARS2 DENND1B DGKH DHX15 DPH6 DSEL DUSP11 EFEMP1 EIF1AX EIF4EBP2 ENTPD5 FAM83B FAM91A1 FBN2 FTO GNG2 GPBP1 GPM6B GPR143 GRIK1 GTF3C3 HABP2 HEATR1 HEPH HIBADH HMBS HNRNPU IGF1 IL17D INO80D ITGB3 JPH4 KDM6A KIF20B KL KLF5 KLHL2 L3MBTL4 LEKR1 LHFPL1 LSS LYSET M1AP MAGI1 MAP3K2 MBNL3 MECP2 MED26 MEIOC MON2 NAA16 NCKAP5 NPIPB13 NPR3 NTRK2 NUBP1 OXGR1 PAK6-AS1 PATZ1 PDE3B PDE7B PDIA6 PHACTR2 PHC3 PHEX PHRF1 PLEKHG7 PPIP5K1 PPM1A PPM1B PPM1F PPP2R5C PRELP PRRG1 PSIP1 PTBP2 PTEN RABEP1 RALGPS1 RAP2A RASAL2 RBFOX1 REEP1 REPS1 REPS2 RFC5 RFX3 RFXAP RGL4 RGS5 RIOK2 RNF139 RNF17 RUNX1T1 RYBP SALL1 SDC2 SDE2 SENP6 SHCBP1 SKP2 SLC16A1 SLC35F3 SLC39A1 SLC4A7 SLC6A11 SLK SNUPN STK17B SUCLA2 TAF5L TARDBP TBL1XR1 TCEAL6 TEAD1 THEMIS TLE4 TLX3 TMBIM6 TMEM106B TNRC6B TOB2 TRDN TRIM34 TRIM6-TRIM34 TRMT10A TRPC6 TUBE1 UBE2B VCPIP1 ZBTB18 ZBTB20 ZIC4 ZKSCAN8 ZMAT3 ZNF514 ZNF518B ZSCAN25 MIR4745_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4745_5P ADGRE3 ADRB3 AK2 ALPK3 AP1G1 APOBEC3H ARF3 ARFGEF3 ATG2A ATOSB CACNA1G CAMK1D CD22 CDH5 CDIN1 CFAP47 CISD1 CLCF1 CLCN6 CREB3L1 CYP1B1 DAZAP2 DHRS3 DNAAF3 DNAJC5G DTNA EAF1 ELAVL2 EZH1 FAM185A FAM47E-STBD1 FGFR2 FPR1 GEMIN2 GLUL GMEB1 GNG13 GRIK1 HYAL3 IRF6 IRX6 ITGB1BP1 KAT6A KCNK3 KCNQ5 KDM6B KIAA0040 KRT76 LARP4B LONRF2 LSM12 MBD6 MLLT10 MMP25 MOB3B MR1 NATD1 NOVA1 NOXRED1 NUDC PHYHIP PITPNM2 PPP1R15B PSD2 PTGDS PXYLP1 PYGM RAB18 RUFY4 SC5D SCN3B SEC24C SENP3 SERPINB8 SLC12A6 SLC16A2 SLC1A6 SNX22 SRD5A3 SRMS VAPA ZC4H2 ZNF532 ZNF704 MIR4746_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4746_5P ELF4 KTI12 MAP3K7 NR2C2 SCLY SLC25A44 SRF SRSF8 TMCO1 MIR4747_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4747_5P AAK1 AAMP ADCY1 ADRA1A ADRB3 AFAP1 AGO1 AHCYL2 AMMECR1 ANKRD44 ANKRD45 ANKRD52 AP2M1 APBA1 ARID4A ATG13 ATP1B2 ATP2A1 ATP2B4 ATP8A2 ATXN7L3 BAZ2A BCL9 BEND3 C11orf68 C2orf49 CACNA1E CAPZA1 CASQ1 CBX7 CCDC157 CCDC97 CCNT1 CD1C CD22 CDC42 CDK4 CEACAM1 CELSR2 CFAP61 CFAP70 CFL1 CHRNB4 CLMN CORO2B CPSF7 CREB3L1 CRY2 CSNK1G1 CSTB CSTF2T CTDSP2 DGKK DHX58 DISC1 DKK3 DLK1 DNAAF11 DOK3 DRD4 DUSP10 ELF2 ELFN2 EPHA5 EPHB2 ESRRG FAM20B FAM3C FBXL20 FBXO11 FBXO41 FBXO42 FBXW11 FGF12 FKBP5 FMOD FOSL2 GAB2 GAPDHS GDA GJB1 GLG1 GLT6D1 GLYR1 GNAO1 GPER1 GRIN2D GSG1L GTPBP3 HCLS1 HDAC1 HDDC3 HEYL HIP1 HIPK1 HLA-E HOXC13 HOXD11 HSPA12A HTR1B IFI44L IKZF3 ILRUN INSYN2B IQSEC3 IRF2 ITGA11 JPH4 KAT7 KCNB1 KCNG3 KCNG4 KCNN3 KDM7A KLK5 KMT5B KPNA6 KREMEN1 KRTAP4-8 LAMC1 LASP1 LCE2A LINGO1 LSM5 LUZP1 LY6G6C LZTS1 MBD6 MBNL3 MBOAT2 MECP2 MEF2D MICAL2 MMP15 MOSMO MPZL2 MSC MTF1 MTHFSD MYADM MYO1D MYO9A NAV2 NCSTN NDE1 NDUFA10 NFIA NIPAL4 NKD1 NKX3-1 NRF1 NTRK2 ODF1 OTOF OTP P3R3URF-PIK3R3 PAAF1 PACS1 PARP14 PATL1 PAXX PDPR PEAK1 PGAP4 PHF1 PHF21A PHF24 PHKA1 PIANP PIK3R3 PLEKHS1 PLIN4 PLSCR3 POGZ POU2AF1 PRDM1 PRKAG1 PRKD3 PSME3 PURG PXYLP1 PYM1 RAB3C RAD1 RAP1A RB1CC1 RBM22 RD3 RELL2 RIMS4 RNF122 ROCK2 RPRD1B RUFY2 RXRB SAMD4B SCAMP5 SCRN1 SDK1 SGPL1 SHANK1 SHISA6 SHROOM4 SIX1 SLC17A7 SLC19A2 SLC25A22 SLC37A2 SLC3A2 SLC6A11 SLC7A8 SLC8A1 SLC9A5 SMAP2 SMARCC1 SMARCC2 SMURF1 SOGA1 SON SORT1 SPATA31D4 SPHKAP SPRY4 SPTB SRF SRPK1 SRRD SRSF10 ST3GAL2 STAG1 STEAP4 STIM1 SUSD6 SZRD1 TAF4 TAL1 TAOK3 TBC1D13 TEAD1 TFPI THAP11 TIAM1 TM9SF1 TMEM178B TMEM253 TNF TNFAIP8L2 TNFSF8 TNKS1BP1 TNPO2 TPM4 TRAM2 TRDMT1 TRIM27 UBAP1 UBR2 UBTF UCP2 VCL VPS37C VPS53 WDR82 WDTC1 WNT9B XKR4 XYLT1 YWHAE ZBTB20 ZDHHC5 ZER1 ZFP3 ZFYVE26 ZIC1 ZMYND11 ZNF319 ZNF385A ZNF444 ZNRF1 MIR4748 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4748 ADAM17 ATMIN CHN2 CKAP2L DDX3X DDX3Y DNAJA3 ELOVL5 EML1 ESYT3 EYA1 FBXO28 FNDC3A FUBP3 GABRG2 GM2A GREM1 HHEX HNRNPUL2 IMPACT IRAK1BP1 KCNH8 KCNJ13 KIAA1217 LIPA MARCHF7 NAA15 NOP58 NR2F2 NSD2 OPRM1 PCDHB4 PCYOX1 POU4F1 PPP2R5A PSME3IP1 RAB27B RCAN2 SLA SLC39A4 SLC46A1 SLITRK4 SOCS5 SPZ1 SRSF11 SRSF2 SSH2 STAG2 SYT16 TANK TBCA TCP11L2 TMEM106B TP63 TSPAN13 UBE2G2 UTY WDHD1 YWHAE ZC2HC1A ZNF107 ZNF117 ZNF140 ZNF28 ZNF462 ZNF479 ZNF483 ZNF493 ZNF765 MIR4749_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4749_3P ACTN4 ATP1B2 ATXN7L3 BRD1 C1QTNF1 CADM3 CAMK1D CAMK2B CASTOR2 CCDC140 CDK15 CHD8 CIC CPSF4 DACT1 DAZAP2 DNAJC8 EMP2 EREG ESR2 FAM217B FURIN GAL3ST4 GANAB GEN1 GPR26 HIPK1 KIRREL1 MMP24 NDUFB5 NHP2 OAZ2 PAX8 PDCD7 PHC2 PID1 PLXNA1 PREP RNF167 RPRD1A SLC24A2 SLC36A2 SYNC TAFA4 TBC1D16 TRPC1 TRPV3 UNK USP5 VPS53 ZBTB10 ZIC3 ZNF385B MIR4749_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4749_5P ARL15 CWC27 F2R LRATD1 PITPNM2 MIR4750_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4750_3P ATP1B4 B4GALNT1 BNC2 C9orf43 CCDC82 CLN8 CNTN2 DCAF5 DNAJC3 DYRK1A FLRT1 HEATR5B INSM2 KLF3 LIX1 MAPKAPK3 MFSD6 MTF1 MXI1 NAV3 NPAS3 NRP2 NUDT12 PAK6 PID1 PPTC7 RHEB RHOQ RTKN2 SNU13 SOX30 TFCP2L1 TRAF1 YAF2 YIPF4 ZC3H11A ZC3H12A ZNF189 MIR4751 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4751 AMOT ANKRD49 BACE2 BCAS2 BHLHE22 C17orf97 CAPN5 CDH22 CNTNAP3 CNTNAP3B CYTH4 FLCN GAB4 GLUD1 H2BC12 HNRNPU KANK1 KPNA1 LBP NUFIP2 PRICKLE2 RNF146 RNF215 SEMA3C SLAMF8 STK16 TADA2B THRB TMEM165 TMEM47 TTC14 TXN2 ZNF138 ZNF208 ZNF264 ZNF99 MIR4752 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4752 ADH5 AGPAT3 ALCAM ANXA11 APPL1 AREL1 ASB15 ATP10D BCOR BECN1 BRWD3 BTD C4orf45 C5orf15 CAMK2D CD160 CETN2 CLVS2 COL19A1 CRYBA1 DGKH DHCR24 DNAJC6 DPT E2F5 EIF4E FBXO30 FIGN FMOD FN1 FRG2 GDF10 GDF5 GLT8D2 GUCY1A2 ITGAV JPT1 KCNMA1 KCTD16 KLHDC8A LRP6 MALT1 MAP1B MPHOSPH8 MYLK4 MZF1 NEDD4 NQO1 PASK PDXK PHIP PICALM PJA1 PPP4R3A PROSER1 PTPN21 RABGAP1L RAD23B RORA SCAI SCLT1 SEMA6A SESTD1 SLC2A13 SLC39A13 SPPL3 STX17 TCAIM TDRD15 TEP1 TMEM204 TMEM217 TNFSF14 TRAPPC8 UBE2G1 UNC5D WIPF3 ZBTB20 ZCCHC12 ZCCHC18 ZKSCAN3 ZNF135 ZNF189 ZNF33B ZNF547 ZNF74 MIR4753_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4753_3P AAK1 ABCD2 ABI3BP ABLIM1 ACER3 ACOT8 ACP7 ACSM2A ACSM2B ACVR1C ADAM10 AFDN AHCY AIMP1 AKIP1 ALDH2 ALDH6A1 ALDOB ALKBH8 AMD1 ANKFY1 ANO5 APBB2 ARG2 ARHGAP24 ARHGAP28 ARID3A ARID5B ARRDC4 ARV1 ASH1L ATF6 ATG4C ATG5 ATMIN ATP6V1C1 ATXN7 AUTS2 B3GLCT B4GALT6 BACE1 BAMBI BCL11A BHLHE40 BLOC1S6 BLZF1 BNC2 BTBD1 C11orf54 C1RL CACNA1D CACNG2 CAMSAP3 CAPS2 CASK CCBE1 CCDC126 CCDC14 CCN4 CCND1 CCNJ CD28 CD2AP CD47 CD86 CDK12 CDK6 CELF2 CEP97 CES2 CFAP91 CFTR CGNL1 CHCHD3 CHMP7 CHRDL1 CLDN19 CLEC16A CNOT1 CNOT9 CNR1 COG2 COL11A2 COL1A2 COPG2 COX11 CPEB2 CPEB3 CPNE6 CPSF6 CREG1 CREG2 CREM CRH CRY2 CRYBA4 CSRNP2 CSRNP3 CTDSP1 CTDSPL2 CXCL3 CXCL5 DAAM1 DCX DDX21 DDX31 DDX6 DES DGKH DHRS1 DIP2C DMRT3 DNAJC3 DPH3 DPP10 DPY19L2 DSCAM DTNA EDIL3 EDNRB EHD4 EHMT1 EIF2S1 ELAVL1 EMX2 ENC1 EPB41L5 EPHA7 EPM2AIP1 ERC1 EXTL3 FABP7 FAM120A FAM53B FAM78A FAM81A FBXL17 FBXO11 FCRL4 FCRLA FGD6 FLCN FLVCR2 FOXD4L5 FXR2 FYB2 FZD10 FZD2 GAD1 GALNT13 GALNT14 GALNT2 GALR1 GAS2L3 GATC GDA GIGYF2 GIN1 GIPC2 GLIPR1 GMPR2 GOLGA8J GOLGA8Q GOLGA8R GOLGA8T GOLIM4 GPR158 GPRASP3 GRAMD1B GREB1 GREM1 GREM2 GRIP1 GRP GSK3B GUCY1A2 GXYLT1 HAND1 HEATR4 HEG1 HEPACAM HIVEP2 HOXA3 HOXC8 HPRT1 HRH1 HTR5A HUS1 IGF2BP2 IKZF2 IKZF5 IL11RA IL17RD INPP5A IQGAP2 IQUB ITSN2 KASH5 KAT6A KCNJ13 KCNN3 KCNQ3 KCNRG KDM7A KIAA0513 KIAA1217 KIAA1549L KIAA1586 KIF14 KIF16B KIF2C KIF5B KITLG KL KLF12 KLHDC10 KLHL18 KLHL42 KMT5B LAMB4 LAMC1 LARP4 LCORL LENG8 LINC02907 LINGO1 LPIN2 LPP LRIT3 LRRC1 LRRC58 LRRC66 LSM8 LY75 LYRM2 LYST MACC1 MAF MAGI1 MALRD1 MAP3K13 MAP3K5 MARK2 MBNL3 MCFD2 MDM2 MED20 MEF2A MEF2C MERTK MEX3B MEX3C MFSD4B MIPOL1 MLLT3 MPDZ MRPL19 MRPL33 MRPL9 MS4A2 MSL1 MTARC2 MUC21 MYCT1 MYH9 MYO5A MYZAP NAA50 NAV2 NCKAP5 NCOA6 NDNF NEDD4L NELL1 NETO1 NGB NHLRC2 NIPBL NLGN4X NMD3 NOVA1 NRXN1 NSL1 NTRK3 NUDT3 ODF2L OGN ONECUT2 OPCML OSER1 OTC P2RY12 PACRGL PAG1 PAK1 PAK2 PALM2AKAP2 PAPOLG PAPPA PAPSS2 PARP15 PATL1 PATL2 PCDH17 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 PCDHB12 PCDHB4 PDCD6IP PDE11A PDE1C PDE4D PDGFA PDGFRA PDHA2 PDLIM5 PDZD2 PDZRN4 PFKFB2 PHACTR2 PHF1 PHLDB2 PIGN PIK3R1 PIN4 PIP5K1B PITPNC1 PKIB PLAA PLAGL2 PLCL2 PLEKHG1 PLEKHH2 PLEKHM3 PLP1 PLPP3 PLPPR1 PLXNA2 PLXNA4 PNPLA5 PNPT1 POLR3B POSTN POU2F1 POU2F2 PPARGC1A PPM1L PPP1R15B PPP1R9A PPP2CB PPP2R5B PPP4R3A PRAME PRDM10 PRDM16 PRIMA1 PRKAA2 PRKACA PROK2 PRPF38A PSIP1 PSMB1 PTBP1 PTBP3 PTER PTPRB PURA PYGO1 RAB11FIP2 RAB30 RAB3B RAB7A RAD51B RALB RALGPS2 RALY RAPH1 RASGRF2 RASSF5 RB1CC1 RBM18 RBM20 RBM44 REST RGS21 RGS5 RHOA RIMBP2 RNASEK RNF138 RNF169 RNF213 RNF217 RORA RPIA RPP30 RPS10-NUDT3 RPTN RSBN1 SAMD13 SBF1 SCAI SDHD SELENOI SEMA3C SEMA6D SEMG1 SENP2 SERPINE1 SGMS1 SH3KBP1 SHLD2 SI SIK3 SLAIN2 SLC14A2 SLC17A6 SLC1A1 SLC35F3 SLC38A1 SLC39A8 SLC5A12 SLC5A7 SLC7A14 SLC8A3 SLC9A6 SLCO1B3 SLFN13 SLK SMARCA1 SMIM10L1 SNX1 SNX14 SOBP SOCS6 SOWAHC SP3 SPATA19 SPDYE6 SPP1 SPTBN1 SPTSSB SSR1 ST3GAL5 ST6GALNAC5 STAP1 STK38 STX11 STXBP1 STXBP3 SUPT4H1 SYNJ2BP SYT1 SYT4 TASP1 TBC1D8B TBL1XR1 TBX5 TDG TEAD1 TENM1 TET2 TET3 TFDP1 THAP1 THOC2 TLE1 TMEFF2 TMEM132C TMEM165 TMEM167B TMEM260 TMEM30B TMEM35A TMEM87A TMTC1 TMTC3 TNF TNFSF8 TNRC6B TOB2 TRIM71 TRIM8 TRIO TRPM1 TRPS1 TSC22D2 TSHR TSPAN2 TTC14 TTR TWIST1 UBE2D2 UBIAD1 UBN2 UMPS UNC5D UNC80 UQCR11 USP37 USP49 USP9Y UTP3 UTRN VPS13C VPS33A VPS37C WASHC4 WBP1 WBP2 WDR36 WDR91 WNT3 XPO4 XPOT YIPF5 YPEL2 YTHDF2 YWHAB ZBTB20 ZBTB34 ZBTB41 ZC2HC1A ZEB2 ZFAND3 ZFHX4 ZFX ZFYVE16 ZMYM2 ZNF138 ZNF268 ZNF287 ZNF317 ZNF326 ZNF333 ZNF385D ZNF514 ZNF566 ZNF610 ZNF682 ZNF704 ZNF770 ZNF80 ZNF90 ZNF99 ZWILCH MIR4753_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4753_5P ABHD17B ABRAXAS2 ACSBG1 ADIPOR2 AFG1L AGFG1 AGO1 AKAP13 ANKFY1 AP1G1 ARHGEF3 ARL8B ARPP19 ATF7 ATP5IF1 ATP8A1 ATP8A2 B3GALNT2 BCLAF3 BNIP3 BRWD3 C17orf100 CAB39 CDH11 CEP170 CEP350 CHM CKAP2 CNOT7 COL19A1 CPNE8 CRTC1 CRYBG1 CUL4A CYLC1 DBNDD1 DCBLD2 DYRK1A EFHD2 EIF4E3 ELAPOR1 ENAH ENDOD1 ENY2 EPHA7 ETS2 EYA1 FAM120C FAM53B FLI1 FSD1L FYCO1 GAB1 GABRB3 GALNT15 GAS2L1 GFM2 GNAO1 GNAQ GRID2 GRM5 HAND2 HDLBP IGDCC4 IQCJ-SCHIP1 IRF2BP2 IRGQ KCTD7 KDM3B KIAA1522 KIF1B KLHDC10 KMT5A KMT5B L3MBTL2 LARP4 LCLAT1 LHX6 LLPH LMNB1 LRP10 LYSMD1 LZTS1 MAP3K2 MAP4K3 MAP6 MAPRE1 MAST4 MATCAP1 MBNL3 MCTP2 MDGA1 MFSD14A MICAL3 NEDD1 NIPA2 NUFIP2 NUMB OCRL ONECUT2 ORAI1 OTULINL PAX5 PBX3 PDIA6 PDK3 PGAP2 PIAS2 PISD PJA2 PLEKHA6 PLPP3 POLE3 PPAT PPFIA1 PRRC2B PTBP2 PTPRE QRICH1 RAB21 RAB5B RAB8B RASEF RASSF8 RBPJ RCAN1 RCOR1 REEP1 RFX1 RHOA RHOBTB1 RHOJ RHOQ RNF13 RNF212B RNF4 SAP130 SDC2 SEPTIN9 SFMBT2 SFRP4 SLBP SLC25A36 SLC37A4 SLC41A2 SMAD4 SOCS6 SOCS7 SP1 SPRY3 SPTLC2 ST3GAL3 STX2 SUB1 SYNJ2BP TBC1D14 TCF12 TCF20 TDRD1 TEF TENM4 THRB TMEM151B TMEM164 TMEM200B TNRC6B TOX3 TRIP11 UNC5A UNC80 USP36 USP8 VDAC2 VDAC3 WDR26 XYLT1 ZBTB20 ZEB1 ZNF148 ZNF586 ZSCAN26 MIR4755_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4755_3P ACVRL1 ADAM11 ADAP1 ANKRD52 AP3B1 ARHGDIA ARNT2 ARSG ATP11C ATXN7L3 ATXN7L3B B4GALNT1 BICD2 CACNA2D4 CBFA2T3 CCDC113 CDH22 CEP170B CHMP6 CHRAC1 CLN8 CNPY3 COL5A2 CPNE9 CRCP CSDC2 CSMD1 CWF19L1 CYB561D1 DALRD3 DAND5 DDN DHDDS DIO3 DIXDC1 DLEU7 DVL1 DYRK2 ELFN2 EMCN EPDR1 EPM2AIP1 ERAL1 ESYT1 FAM110B FAM98A FOXO3 GATAD2A GATC GBX2 GDF6 GPD1 GPR15LG GRAMD1B IFITM10 IGDCC4 IGSF1 IL17RA IQSEC3 ISY1-RAB43 JPH2 KLF6 KSR2 KYAT3 LZIC LZTS1 MAPK13 MAVS MEF2A MFAP5 MMP2 MPRIP MRAS MTHFR MTSS2 MYORG MZT1 NATD1 NCALD NCDN NEURL1B NFAM1 NIT1 NUMBL ORAI2 PCDH9 PFKFB3 PHF19 PLA2G15 PLXNA1 PNKD POLR1G POM121 PPP2R5A PSD PTAFR PTK7 RAB43 RALA RANBP10 RBBP6 RCHY1 RIMKLA RUBCN RXRA SAMD12 SCN5A SDC3 SETDB2 SH3PXD2A SH3TC2 SHC2 SLC17A5 SLC26A9 SLC35E2B SLC43A2 SNX27 SPOP SRSF4 STK40 TESK1 TEX261 THRA TLCD5 TMEM74 TMEM92 TOM1L2 TRAF1 TRAF6 TRIB2 TRIM66 TSHR TUBB TULP1 TXNRD1 UNC5B USP28 USP34 VASH1 VHL VPS53 ZNF225 ZNF253 ZNF275 ZNF407 MIR4755_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4755_5P A2ML1 ABRAXAS2 ACADL ACSL4 ACSM2A ACVR2B ADGRL3 AFAP1 AHSA2P AK2 ALDH6A1 AMER1 ANGPT1 ANKRD13A ANO6 AP1S2 AP2A2 AP3M1 ARCN1 ARHGEF33 ARL6IP5 ARMC8 ATF2 ATL2 ATP10B ATP8A2 ATXN2 B3GNT5 BACE2 BCL11A BCL11B BCL2 BCL2L2 BCL7A BHLHE22 BICC1 BIN1 BIRC6 BMPR1A BPIFC BPNT2 C14orf28 C18orf32 C1orf185 C2CD2 C2orf68 C2orf76 C9orf40 CACNA1C CALCRL CAMK1D CAMK2D CAPRIN1 CCDC117 CCDC120 CCDC25 CCND1 CCND2 CCNJ CCNY CDH11 CDK12 CDKN2B CDYL2 CELF2 CENPA CES2 CHCT1 CHD5 CHN2 CLCN6 CLN8 CNKSR3 COX5A CRACD CREB5 CTDSPL2 CTIF DAZL DCN DGKG DLG1 DMTF1 DNAAF9 DNAJC13 DPF1 DR1 DTX4 DVL3 EBF2 EDEM3 EFNA5 EFNB3 EGFLAM ELAVL2 ELAVL3 ELAVL4 ELF4 ENTHD1 ENTPD7 EPHA4 EPHA5 EPHA7 EPHB2 EPHB6 ERC1 ESRRG EVC2 EZR FAM13C FAM98B FBN2 FBXL22 FGF18 FGFR2 FHIP1B FLT1 FLVCR1 FMO5 FOXC1 FRAS1 FRMD4A FRS2 FUT9 GABBR2 GAD1 GCNT2 GDF6 GLIS3 GNAQ GNG12 GOLGA5 GOSR2 GPBP1L1 GSPT1 GSTM3 GTF3C3 HAPLN1 HAPSTR1 HAS2 HCAR2 HMGA2 HMGN4 HNF4G HNRNPA2B1 HNRNPUL1 HOOK3 HOXD1 HS6ST3 HSPH1 HYCC1 ICE2 IGF2R IGFBP5 IKZF2 IL11 IL33 IL6R INO80D IPO8 IRF2 IRF2BP2 ITGB1 ITIH5 ITPR1 JAK2 JARID2 KCNK9 KCNMA1 KDM5A KIF1B KLF11 KLF3 KLHL29 KLHL6 KSR2 KXD1 LARP4B LARP6 LEPROT LEXM LIG3 LPP LRP2 LSAMP M6PR MAN2A2 MAP1B MAP3K2 MAPK9 MAPRE2 MCOLN1 MEIS2 MGAT3 MINDY2 MLLT3 MLXIP MMP16 MOCS1 MON2 MPP7 MRPS17 MTCH2 MTCL1 MTMR12 MTMR7 MYADML2 MYCT1 N4BP2L1 NAA15 NAA40 NBR1 NCOA7 NEXMIF NIPA2 NR3C1 NR5A2 NRBF2 NRG3 NRP1 NTRK2 NUCKS1 NXPH1 ODR4 ONECUT2 PDGFRB PEX19 PGGT1B PHOX2B PI4KB PIAS1 PID1 PIK3CB PLCH1 PLEKHM3 PLXDC2 PLXNA2 POLE3 POM121 POU3F2 PPARGC1A PPIC PPP1R9A PREPL PROX1 PTGR3 PTP4A1 PTPRD PTPRR PTPRT RAB10 RAB22A RAB40B RAD21 RASL10A RBM41 RETSAT RFX7 RGL1 RHOBTB3 RIMS2 RIN3 RINT1 RNF169 RNLS ROR1 RPL17-C18orf32 RPRD2 RPS6KA5 RREB1 RSPO4 RTKN2 RTL8B RUSC1 SAMD4A SAMD5 SASS6 SDHD SEC24D SEC61A2 SEPTIN11 SGCD SGIP1 SH2B3 SH3PXD2A SH3TC2 SHC1 SIRT1 SKI SLC16A12 SLC16A6 SLC19A2 SLC28A3 SLC2A13 SLC37A3 SLC38A9 SLC7A14 SLITRK4 SMIM13 SNAP47 SNX13 SNX18 SOCS4 SORT1 SOX14 SPCS3 SPOP SPRY3 STXBP5L SUN1 SZRD1 TAOK1 TCF12 TENM1 TENT5A TET2 TFAP2A TGFBR2 TIFA TMA16 TMEM127 TMEM135 TMEM178B TMEM213 TMEM64 TMOD3 TNRC6B TOMM40L TOX3 TRIM2 TRIM44 TRIM71 TRPS1 TSPAN13 TSPAN8 TUT4 TUT7 TXNDC5 UBA6 UBR2 UEVLD USP14 VPS37B VWA8 WDFY2 WDR26 WNT9B WWC3 YPEL2 YPEL4 ZBTB20 ZBTB7C ZC3H7A ZCCHC24 ZDHHC14 ZEB1 ZMYND8 ZNF148 ZNF266 ZNF268 ZNF300 ZNF549 ZNF605 ZNF704 ZNF740 MIR4756_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4756_3P AGFG1 ANGPT2 ANKRD63 APBA1 ASIC1 BCDIN3D BOC BRPF3 CCR2 CDK4 CDYL2 CENPW CERS6 CNTNAP4 COL5A2 CPEB2 CRNN CTNNA3 CYFIP1 DACH2 DCUN1D1 DYNC1I2 ERC2 FAM222A FMN1 FOXN2 FZD3 GADL1 GJA5 GK5 GPATCH2 GXYLT1 H2AZ1 HYCC2 IGF2BP3 INO80D ITGA10 KATNBL1 KCNIP1 KIAA1549L KRT2 L2HGDH LARP1 LCLAT1 LDLRAD3 LMO4 LUC7L3 MACIR MED27 MRPL11 NFE2L1 NFIB NRXN1 OIP5 PHLPP1 PIAS2 PPAT PPP2R1B PRSS16 PTPN4 RAB3D RACGAP1 RDH10 RFX7 RHOQ RIPK2 SAMD13 SAMD8 SERTM1 SIM1 SLAIN2 SLC16A10 SLC18A2 SLC26A8 SLC2A10 SLC30A6 SLC35F1 SMIM18 SMNDC1 SNTB2 SNX16 SPHKAP SSPN ST7 STC2 SYNDIG1L SYNPO2 TAC1 TAF15 TBC1D22B THAP9 THUMPD1 TRDN TRIB1 TRPC1 TTC26 TTPAL TUBB4A UBE2H UBE2W VCPIP1 VRK2 WDFY3 WWTR1 YWHAG ZBTB22 ZCCHC14 ZNF234 ZNF25 ZNF268 ZNF384 ZNF519 ZNF772 ZXDB MIR4756_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4756_5P ABCG4 ACKR2 ADAMTS4 ADD2 ADGRE5 ADO AHCY AIF1L ANO6 AR ARHGEF9 ARL6IP5 ATP6V0D1 AURKA BACE2 BAK1 BLTP3A C20orf96 CASC3 CBX6 CCDC169-SOHLH2 CD300LD-AS1 CD44 CDC42EP4 CDHR1 CERS2 CETP CREB3L2 CRTC2 CS DLK1 DLX3 DMBX1 DNA2 DTX1 ELFN2 ESRRG EYA3 FGF23 FZD1 GABBR2 GATAD2B HECTD4 HERC3 HNF4A HNRNPA2B1 HOXC10 HPCA HSD17B13 HTT IGFBP4 IL2RB IL2RG IMPDH1 ISLR ITGA8 JCAD KCTD13 KDM5C KICS2 KLHDC10 KLHL13 KLHL9 KLK4 KSR2 LASP1 LENG8 LRP2BP LRRTM1 LSAMP LSM8 MAP3K9 MEF2D MEIS3 METTL21A MYOM1 NALF2 NAV2 NCOR2 NDUFA10 NDUFA4L2 NECTIN1 NEMP2 NFAM1 NFAT5 NFIX NGF NISCH NOVA2 NSG2 OPA3 OXCT2 PAX1 PCYT1A PDLIM5 PHF8 PIANP PLAGL2 PLXNA1 POU2AF1 PRRT2 PSD3 PTK2 RAB3IL1 RASSF3 RBM43 REG1B RND1 RNF103 SAMD4A SDK1 SEC31A SEMA4G SGMS1 SH3PXD2B SHISA7 SKI SLC1A3 SLC2A3 SNU13 SOHLH2 SOX12 SOX13 SRP54 SSH1 STK16 TBC1D24 TET3 TP53INP1 TRIM3 UBE2D3 UBE2O UBE2W ULK1 WDTC1 WNT1 WNT9B YTHDC2 ZFHX3 ZMYM3 ZNF444 MIR4757_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4757_5P ADGRG5 AMZ1 ANKH ANO5 ARRB1 B4GALNT3 BACH2 BSN C18orf25 CASZ1 CD2AP CDK14 COL5A1 DCUN1D4 DMRT2 DSC1 DYRK1A EOLA1 EVC F2RL3 FBXL7 FIBCD1 GRAMD1B GREM1 IL20RA INHBB JADE3 KALRN KCNA6 KLHL29 LHX6 MEGF8 MRAP NCAPG NKAIN2 PIK3R1 PPME1 PRKCA PSME3IP1 PTCH1 QRICH1 RNF222 SH2B1 SH3KBP1 SLAIN2 SLC10A3 SLC26A7 SLC38A2 SLC4A8 SNED1 SOGA1 STKLD1 STMN4 STX16 TAF8 TANGO6 TESMIN TFAP4 TIFAB TMEM178B TSC1 YPEL1 ZNF346 MIR4758_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4758_3P A1CF ARID3B BRD2 CALR CAMKV CASKIN2 CASQ1 CDH3 CELF5 CHRNG DGKQ DMRTB1 DYNC1LI2 EFNA3 ENDOV EPN3 FAM53A GCN1 GIT1 HS1BP3 KIAA2026 KIF3A KLHL18 KMT2D KRAS LHFPL1 NAA50 NFIX NR3C2 OTUD5 PCSK9 PSME3 PTPRU RIMS1 RNF121 RNF44 RORB SOAT1 SRF SUN2 TCP10L TENM3 TGFB3 TMEM119 TMEM129 TRABD2B TRIM37 ULK1 USP6NL WSCD2 ZBTB41 ZBTB47 ZFP91 ZNF512B MIR4759 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4759 AMOT ATRN C4orf46 CBL CLGN COLGALT2 DIP2B EIF2AK3 ENPP2 ETS1 FAM120A FTO GLRA2 GNRHR GPT2 GRM1 INAFM2 IP6K3 ITPRIP KHDRBS1 LARP1 LHX2 MSANTD3-TMEFF1 NAA50 NAP1L3 NID1 NLGN4Y OGFOD1 PABPC1 PABPC3 PAPOLB PHF14 PLRG1 PTCD2 RAP1B RAP1GDS1 RFTN1 SLC6A15 SSH1 TBCCD1 TMEFF1 TP53RK UBE2W UBR1 UBXN10 VIL1 ZHX2 ZNF664 ZNF680 ZNF74 ZZZ3 MIR4760_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4760_3P ABHD6 ACOT2 ACTC1 ACTN2 ACTR3 ADAM22 ADAMTS3 ADARB2 AKAP6 AKR1D1 ALDH18A1 AMMECR1 ANK3 ANKUB1 AP1S2 APAF1 APPBP2 AQP4 ARHGAP12 ARHGEF12 ARHGEF38 ARID4B ARL1 ARMC1 ARMC8 AS3MT ASB14 ASTN2 ATM ATP8A1 B4GALT6 BACH2 BAZ2B BCHE BPNT2 BUB3 C1QL3 C2orf83 CA2 CACNB2 CCDC198 CCN3 CCNJ CCSER2 CDK1 CDK15 CEP135 CEP44 CFTR CHMP2B CLDN16 CLNS1A CMKLR2 CNKSR2 CNST COL11A1 CSMD3 CTBP1 CTNNA1 CTNNA3 CXXC4 DCAF10 DDAH1 DDX59 DNAH7 DNAJB14 DPP10 DPY19L1 DSP E2F3 EDIL3 EIF4G1 ELAVL2 ELF5 EMC8 EPHA7 ERCC4 ERCC6 ETNK1 EVI5 FAM133B FAM135A FEM1C FMR1 FNDC3B FRAS1 FRZB FXYD4 GAGE1 GALNT11 GIGYF2 GNGT1 GOLPH3L GPM6B GPR180 GPR34 GPR85 GPRIN3 GPSM2 GRAMD1B GRM6 GSKIP HACE1 HECTD2 HELQ HMGB1 IGDCC4 IGF2BP3 IL17A INO80D INPP4A IPO7 IQGAP2 JRKL KBTBD3 KCTD9 KDM4B KDM7A KHDRBS1 KIAA0930 KIF21A KIF23 KIF26A KIF4A KIF4B KLF5 KLHL4 KLHL7 KLRC1 LCORL LIN28B LRCH2 LRRC7 LRRC8B LRRTM3 LSM6 MAGEE2 MAP10 MAP1B MAPK8 MAPRE2 MBNL3 MCF2 MDGA2 MED13L MEIOC MFN1 MID2 MITD1 MON2 MTRF1 NBEA NETO1 NLGN1 NMBR NR1D2 NR2C2 NUP35 PAK5 PCMTD1 PDE4D PDE6D PDPK1 PHF21B PHIP PICALM PIK3CA PKIB PKN2 PLCB4 PLEKHA5 PLSCR1 POLQ POLR3G PPM1B PPM1E PRKAA2 PRKAR2B PRKG1 PRR16 PRSS23 PTPN4 PUM2 QKI RAB11A RAB18 RAB21 RABGGTB RALGPS2 RAP2B RASGRF1 RBBP5 RBFOX1 RBM41 RCAN3 RCHY1 RIMOC1 RNF20 RNF212 ROBO2 RPRD1A RPS6KA5 RPS6KA6 RREB1 RRM2 RUBCNL SAMD8 SASS6 SCAI SEC24B SEPSECS SERINC1 SERTAD2 SFI1 SFPQ SGIP1 SH2D1A SH3GL3 SIGLEC9 SIX3 SLC10A2 SLC16A7 SLC25A21 SLC30A6 SLC39A10 SLC9B1 SNTB1 SNX2 SOCS6 SON SPIN4 SPRED1 SREK1 SRSF1 ST18 ST3GAL2 STAG1 STMN2 STON1 STRBP TBC1D8B TBX3 TENM3 THEG5 TLR4 TLR7 TNKS2 TRABD2B TRIM24 TUBB2B TVP23A UBA6 UBE2D1 UFM1 UHRF1 URI1 USF3 USP22 USP4 VCPIP1 VPS4B VWDE WDR33 WEE1 XRN1 ZBTB1 ZBTB11 ZBTB34 ZBTB6 ZDHHC2 ZFHX3 ZFP3 ZNF32 ZNF326 ZNF396 ZNF567 ZNF621 ZNF772 ZNHIT6 MIR4760_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4760_5P AASDH ABCG2 ABHD5 ACOX1 ACSS3 ADGRL3 AKAP12 AMD1 ANOS1 APOOL ARHGAP5 ARID2 ARL5B ASNS ATR BPNT2 C1orf141 C2orf66 CAPN14 CCDC138 CCDC88A CCL7 CCNT2 CCNY CD44 CDC34 CFHR5 CHUK CISD1 CLIP4 COPS3 CTNND1 CWC15 CYBRD1 CYYR1 DEK DELEC1 DENND1B DFFA DIS3 DLK1 EGLN1 ELAVL4 ELOVL5 EMB ENPEP ETV1 FAM13C FAM210B FBXL17 FGD6 FKBP7 FMO3 FNDC3B FSD2 FUT9 FXYD3 GABRG2 GALNT4 GK5 GLDN GMCL1 GOLGA3 GOPC HACD4 HADHB HCFC1 HCN1 HNRNPLL HS3ST1 IFNG IFT57 IMPG2 KAZN KCNA4 KCND2 KCNJ16 KCNMA1 KCNQ5 KIF2A KIF5C KNSTRN KRT222 KRT38 LAMA4 LATS1 LEP LGR4 LGSN LHFPL2 LRRC31 LRRC4C MAP3K20 MAP4 MARCHF1 MBNL2 MDH1 MFSD14A MINDY2 MKRN1 MOB1B MRRF MSL3 MTERF1 NBEA NBR1 NEK7 NFIB NGLY1 NMU NPEPPS NR3C2 NRN1 NTNG1 NTS NUDT15 PABPC3 PABPC4L PARG PATL2 PCDH7 PEX1 PEX5L PI15 PID1 PIK3CA PITRM1 PMP22 POC1B-GALNT4 POLI PPM1K PPP1R15B PPP4R2 PRL PSD3 PTAR1 PTHLH PTPN21 RAB27B RAB3C RBM18 RDX RFPL1 RHOU RIOK2 RNF217 RNF6 RSBN1 SCP2 SEMA3A SEPHS2 SH3TC2 SLC1A1 SLC25A46 SLC28A3 SLC4A7 SLFN11 SLITRK4 SOX11 SPRED1 STAU1 STC2 SUSD5 TENT4B THAP12 TJP1 TM4SF18 TMEM229A TMEM263 TMEM33 TNKS2 TOR1AIP2 TRHDE TTC21B TUSC1 UBAP1 UBE2G2 UNC80 USH2A VCAN VPS72 WDR17 XRN1 YES1 YME1L1 ZBTB20 ZDHHC20 ZFP91 ZFYVE16 ZMYM5 ZNF148 ZNF267 ZNF333 ZNF704 ZNF99 MIR4761_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4761_3P ALS2 ARPP19 B3GALNT2 BCL2L2 BIRC6 CACNB4 CACNG8 CCNL1 CDK2AP2 CFAP91 CHCHD7 CPEB4 DESI1 DGKH DMRT3 EIF4G2 EMX2 ERBB2 ERBIN FAM170B FAR2 HLA-DPA1 IL1R1 INO80D KBTBD2 KDM5A LHCGR LRRC39 MAPK8 NABP1 NT5DC1 OSBPL1A PPP3CA PRLHR PRR32 PTPRB PUM2 RAB25 RB1CC1 RIC8B RIMS2 SCGB3A2 SLC16A14 SNTG1 SRP14 STEEP1 TENT5A TMEM116 UBE2Z USP42 ZNF655 ZNF709 MIR4761_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4761_5P ABLIM3 AFF4 AK9 ALPI ANK1 ANKIB1 ANKRD26 ANKRD28 ANKRD6 ANKS4B ANXA7 ARL4C ATXN2L AZGP1 AZIN1 BMP4 C15orf32 C4orf19 CCND2 CD93 CNTLN CPSF7 CSTF1 EMCN EPHA7 ERAL1 FAM124B FAM91A1 FBXO42 FOXD4L5 GPR3 GRM1 GSE1 HMGA2 IMPG2 ITGB6 KCTD1 KLF4 MICB MTMR4 PCDHB5 PEDS1-UBE2V1 PFN2 PHF2 PPP6R3 PRKAB1 SECISBP2L SH3D19 SMAD2 SNAP91 SOBP SSH2 STAC SYNCRIP TBC1D10B TBX6 TIAM1-AS1 TMCO3 TMEM170B TP53INP2 UBE2V1 ULK1 USP32 USP6 VSIG1 ZNF330 ZNF468 MIR4762_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4762_3P AAK1 ABCD4 ADGRF1 AGO1 AGPS AHCTF1 ANKRD49 ARHGAP21 ARID2 ARPC5 ASAH1 ASB7 ATL2 ATL3 ATP13A3 B3GAT1 B3GLCT BAG3 BAG5 BDNF BHLHE22 BMT2 BROX C2orf83 C9orf72 CA12 CACNA2D3 CAPS2 CAPZA2 CAVIN2 CBX3 CCDC34 CCR6 CDV3 CEP57L1 CLEC1A CLEC3A CLOCK CMTM6 CNOT7 CNOT9 COL3A1 CPEB4 CPSF6 CREBRF CRIPT CXCL9 DBT DCAF4L2 DDI2 DDX6 DENND1B DIO1 DIPK2A DIS3L2 DNAJC25 DUSP10 EHF EIF4A2 EIF5A2 ENSG00000215022 EPHA5 ERBIN ERICH1 FABP2 FABP7 FAM120A FAM199X FAM20A FAM216B FAM78B FBXL5 FER FGD6 FREM2 FUT9 FZD1 GABPB1 GALNT7 GDPD1 GFPT1 GK5 GLRA4 GLS GNPDA1 GOLIM4 GORAB GTF2A1 HAUS2 HEXIM1 HSD17B11 IFT20 IFT43 IHO1 IKZF2 IKZF3 INSR IPO8 ITCH ITGA6 JMJD1C KCND2 KCNJ16 KCNK1 KCNMB4 KCNN3 KIF1B KLHDC8A KNG1 KPNA4 L1CAM LANCL2 LDAF1 LFNG LHFPL3 LPGAT1 LRCH2 MAGED1 MAP3K20 MAP9 MAPK8 MARCHF6 MASTL MATR3 MBD5 MED13L MEGF11 MEIS2 MIGA1 MINAR1 MOB1B MOB3B MRPL42 MTF1 MTOR MYOCD MZT1 N6AMT1 NABP1 NAIP NEUROD1 NFAT5 NHSL1 NPAS3 NR3C1 NRG2 NUFIP2 NYAP2 OLFM3 PABIR2 PABPC4L PARP15 PARVA PCDH11Y PCSK1 PDE8B PGRMC1 PHF12 PHF14 PHF20L1 PI4K2A PIGR POLR3F POTEE POTEJ POU2F1 PPP4R3B PRKAA2 PRMT2 PROK2 PRPF38A PRUNE2 PTBP3 PTK2 PTPRD PXK R3HCC1L RAB3C RB1CC1 RBFOX2 RBM20 RBM25 RBM41 RC3H1 RGS13 RGS18 RNF168 ROBO1 RPS6KA3 RTKN2 SATB1 SCAI SDR42E1 SELENOT SERPINB7 SFXN5 SGIP1 SH3GLB1 SHC4 SHE SHROOM3 SIDT1 SLC16A7 SLC24A2 SLC25A15 SLC30A6 SLC32A1 SLC35C1 SLITRK4 SMARCC1 SMG1 SMG7 SNTB2 SOCS4 SPOPL SRBD1 ST8SIA4 STAG2 STAM2 STAT1 STRN STXBP5 SV2C SVIL SYAP1 SYNJ1 SYT10 TAF1 TAS2R20 TBCA TBX18 TCF12 TIMM8A TMEM135 TMEM167A TMEM196 TMEM215 TMEM267 TMEM47 TNFAIP8 TNFRSF21 TRDN TRHDE TRIM33 TRIQK TRMT1L TRPC5 TSEN15 TSPAN12 U2SURP UBXN2B UBXN4 UHRF2 UNC13C UNC5CL UNC5D UNC80 USP12 VPS26C WDR77 WWC2 ZBTB20 ZBTB41 ZDHHC17 ZDHHC2 ZFP1 ZFP28 ZFP36L1 ZFX ZNF208 ZNF24 ZNF302 ZNF34 ZNF480 ZNF546 ZNF675 ZNF705EP ZNF716 ZNF765 MIR4762_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4762_5P ABCC8 ACOT13 ADAM17 ADCY1 ADGRG7 ADH7 ADHFE1 AEBP2 AFDN AOX1 APPL1 AQP4 ARFIP1 ARMC8 ARMH4 BNC1 C18orf54 CASK CCDC28A-AS1 CCNG1 CCNJ CCNY CDR2L CELF2 CILK1 CIT CLEC4D CMPK1 COQ2 CTBP2 DAZAP2 DCAF5 DCLK3 DCUN1D5 DEK DOCK11 DOT1L DSCC1 DTNBP1 DYNC1LI2 FABP7 FAT1 FAT3 FAXC FBXO24 FFAR4 FGF13 FGF7 FHIP1A G3BP1 GALNT3 GPR15 GPR75 GRM5 HDGFL3 HOXA9 JAG1 KCNC4 KLF10 LAMP2 LARP4 LCA5 LDLRAD3 LPAR4 LRRC59 MAN1A1 MED13 MYSM1 NAA50 NLK NLRP4 NUCKS1 OXTR PAFAH2 PAK5 PARP8 PGRMC2 PHYHIPL PKP4 PRCP PRKAG2 PRKAR1A PTAR1 PTBP3 PTCD2 QKI RAB40B RAP2C RB1CC1 RBFOX1 RC3H1 RETREG1 RNF111 RNF144A RPE RRP15 RSF1 RUNX1T1 SC5D SDCBP2 SENP5 SERPINB7 SF3B1 SH3BGRL2 SIKE1 SIPA1L2 SKP2 SLA2 SLC25A25 SLC2A13 SLC30A4 SLC37A4 SMIM14 SNRNP27 SOSTDC1 SOX9 SYNPO2 SYT16 TBC1D9 TCF12 THSD7A TMEM106B TMEM74 TMTC3 TNRC6B TPH2 TRIM33 TRIM52 TRIM59 TRNT1 TXLNB UBE4B USPL1 UTY VPS53 WDR33 YTHDF3 ZBTB20 ZEB1 ZNF225 ZNF354C ZNF546 ZNF792 ZSWIM6 MIR4763_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4763_3P ABCC5 ABCG4 ABHD4 ADAMTS10 ADAMTS16 ADGRA2 AFAP1L1 AKAP5 ALS2CL ANGEL1 ANKRD63 APOL6 ARC ARRB1 ASB6 ASXL1 ATG16L1 ATG9A ATP11A ATRN ATXN7L3 B4GALNT1 BARHL2 BCL7B BRPF3 C2orf72 CACFD1 CACNA2D1 CACNB3 CAPN7 CASC3 CASTOR2 CBX5 CBX6 CCDC102A CCL22 CCND3 CD151 CD276 CDC42BPB CDK5R1 CDR2L CELF5 CHAC1 CHAD CHD5 CHPF CHRNA6 CIT CLASP1 CNIH2 CNTN2 CPEB2 CRAT CRTC1 CSRP1 CST9 CTXN1 CYP26B1 DAGLA DCHS1 DCUN1D3 DDX3X DEF8 DISP2 DMBX1 DOLPP1 EPHA10 ERF ETF1 F7 FA2H FAM120C FBXO41 FOXN2 FSTL4 G6PD GALNT2 GATAD2B GIT2 GNAI2 GNAO1 GOLGB1 GPR137 GPSM1 GRM4 GTDC1 GTPBP2 HBEGF HK1 HYAL2 IL6ST IPO9 ISM2 ITM2C JADE2 JAKMIP3 KCNG1 KDM4B KIF21B KLF6 KRTAP4-5 KSR2 LDLRAD2 LENG8 LHPP LINGO1 LRP1 LRP4 LSM12 LYST MAFG MAFK MAGT1 MAP1B MAPK8IP3 MAPKAPK2 MARK2 MECP2 MEF2C MLST8 MLXIP MNT MON1B MPP2 MRAP2 MTA3 MYEOV NAA60 NACC1 NALF2 NAT8L NATD1 NAV3 NBPF1 NBPF3 NDRG1 NECTIN1 NES NFASC NFIC NGEF NHERF2 NIPSNAP1 NOS1 NPTXR NR6A1 NSMF ORAI2 PACS2 PBX1 PCBP3 PDGFRB PDPK1 PEF1 PHB1 PIK3CG PIRT PITPNM2 PLPPR2 PLXNA1 POLR1G POU2F2 PPP1R1A PPP3R1 PRR15L RAB1B RAB43 RARA RASL10B RBBP5 RCVRN RLN3 RNF216 RXRA SARM1 SCN2B SDC1 SDC3 SDK2 SEMA3F SEPTIN9 SH3KBP1 SH3PXD2B SIX5 SLC13A5 SLC22A11 SLC22A8 SLC25A23 SLC35C2 SLC35E2B SLC35E4 SLC43A2 SLC6A17 SLC6A9 SLC7A1 SLC7A8 SMARCD1 SOGA1 SPNS2 SPRN SSH2 SSR3 STAG1 STAT6 STIM1 STK40 SUSD6 SV2A SYNDIG1L TAF12 TCAF2 TEAD3 TFE3 THEM5 TIFAB TLN1 TMA7 TMCC1 TMEM201 TMEM229B TOB2 TP53I11 TPTE TRIM67 TSPAN5 TSPAN9 TTC5 TUBB6 UBE2Z UNC13D UNC5A UNK USP4 VAMP1 VANGL2 VASP VAT1 VPS11 WBP1L WDTC1 WNT7B ZFP41 ZFYVE27 ZMYM3 ZNF285 ZNF740 MIR4763_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4763_5P ADAP1 ADCY2 AIFM3 AMBP APBA2 ATP10A BSN CAMKV CBX2 CCDC85C CHST3 CLASP2 COL26A1 CTIF CXCR5 DPP8 EPHB3 FAM168A FAM180A FAXDC2 FGFR2 HDAC6 INO80D KIAA0232 KLF5 LASP1 LINGO2 LOXL4 LRRC8A MED26 MKRN1 MLXIP MMP24 NGEF NOL6 PLEKHM1 PLET1 RAB28 RAB43 RAB6B RAPGEF1 RASSF1 RPL7L1 RPRD1B SH3GL1 SNAP47 SRSF7 TPPP TRABD2B TTBK2 UNC5CL UPK1A ZNF335 ZNF592 ZNF608 MIR4764_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4764_3P AAK1 AKR1E2 ANKRD44 ARNT ATXN7L1 BMP6 C1orf141 CAMK1G CAPRIN1 CCDC112 CDK8 CYP1B1 DACH2 DCC DNAJC21 EXOSC3 FABP5 FAM171B FEM1C FGF9 FKBP3 FUT9 GTPBP8 HLA-DRB1 IFI44L JAZF1 KIAA0232 KIAA0319 KITLG KPNB1 LAMB1 LAMTOR3 LRIG3 MAD2L1 MAP3K1 NBEA NECTIN2 NMT1 OSBPL6 PCDHB14 PDK2 PITPNM3 PLAAT2 POU2F1 PPP1R1C PRAME PTPN13 RAP2A RFWD3 RGS9BP RNGTT SNRPD1 SNX24 SOX11 SPATA6 SSPN ST8SIA5 STAU2 TARS1 TBC1D1 TC2N TIPRL TMEM135 TNFRSF10A UNC5C USP10 ZNF546 ZNHIT3 MIR4764_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4764_5P ABHD13 BCAM BTD C10orf105 C1orf116 CASK CD109 CDC16 CDH23 CFAP68 CHD7 CLASP1 CLNS1A CUL4B CYP19A1 DIRAS3 ENDOD1 ENTPD1 ENTPD7 EVI5 FHOD3 FNDC7 GAS1 GCOM1 GFRA1 GGNBP2 GLRB GPLD1 GTF2E1 IFT22 KLF15 KPNA6 LRRN1 MIER1 MMADHC MRPL34 MTF1 NFATC3 NME1 OPRK1 PATZ1 PAX9 PDK3 PHB1 PIAS3 PLAG1 POLR2M POMC PPM1A PRICKLE2 PRKAR1A RAB7A RANBP10 RFC3 RNF123 RNF165 RNF24 SEMA6A SIX4 SLC16A10 SLC32A1 SLC6A5 ST6GAL2 SYNE2 TEAD1 THAP9 TMEM125 TMEM86A TSTD2 UBR2 ZBTB7C ZHX1 ZHX3 ZNF420 ZNF695 MIR4765 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4765 ACAT1 AIF1L ANKH C1QL3 CCDC28A-AS1 CCSER1 CLTRN CNR1 CYP7B1 DIS3 ELN ESYT3 FAM72A FAM72B FAM72C FAM72D FOXK2 FOXP1 GPATCH2 GSG1L HNRNPR HOMER1 ITGA8 KALRN KCNJ6 KDM4C LIN28B MEGF11 PHIP PHKA1 POPDC2 PRKAR1A PTGIS PYROXD1 RFX3 SFRP1 SGCG SLC1A6 SNX6 SOX6 STRN STS TCF3 TEC TMPRSS11D TTC17 TTLL2 VNN2 WDFY3 ZNF239 ZNF346 ZZZ3 MIR4766_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4766_3P ABCD3 ACOX1 ADAM28 AK6 ANK2 ANKIB1 ANKRD44 APPBP2 ARHGAP17 ARHGAP5 B3GALT2 BNIP2 C15orf40 CALCR CAMTA1 CAP2 CCDC190 CCDC80 CDK6 CENPK CNN3 CNOT4 COL19A1 COX15 CPEB2 CREG2 CRISPLD1 CSNK1D CWC27 DCN DERA DGAT2 DIP2C DKK2 DNAJA4 DNER DNHD1 DOCK7 DUSP19 DUXA EHF ENAH ETV3L EXOC8 FAF2 FAM3C FBXW11 FNDC1 FRS2 FSIP1 FUT9 GCG GIMAP8 GPR37 HERC3 HERPUD1 HNRNPA0 HNRNPD HS6ST3 IKZF4 IL17RB IL2RA INTU IREB2 KLF8 KRT6B KTN1 LAMP1 LARP1B LCLAT1 LRBA LRRC40 MACIR MAG MARCKS MBTD1 MCMDC2 MED6 MEMO1 MEX3C MLF1 MRPS30 MYOG NDNF NR2E1 NR2F2 NR4A3 OSMR OTOGL PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 PCLO PHF13 PKP4 PLCH1 PPIL4 PPIP5K2 PSMD7 RAB31 RAD1 RANBP3L RAP1GAP2 RIMKLB RNF130 RNF24 RUNX2 SC5D SCN3A SCN8A SEC23B SEMA3E SERPINB5 SIPA1L1 SLC35F1 SLCO3A1 SMARCAD1 SRGAP2B SRGAP2C SRRM1 STRN3 SWAP70 TAF4 TCF21 TGFB2 TMEM144 TP53TG3 TP53TG3B TP53TG3D TRIM16 TRIM16L TRIM43 TRIM43B TTC28 UBAP1 USP46 VAPA VEGFA VPS36 YIPF5 YTHDC1 ZBTB38 ZCCHC3 ZFAND1 ZIC4 ZNF2 ZNF425 ZPLD1 MIR4766_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4766_5P AAK1 ACADSB ACTBL2 ACTN4 ACVR2A ADAM12 ADAMTS16 ADAMTS17 ADAMTSL1 ADD3 AFF3 AFF4 AGBL3 AKAP11 AMMECR1 AMOT AR ARHGAP28 ARIH1 ARL13B ARV1 ASB8 ATP6V0A2 ATXN1 ATXN7 AUTS2 B3GALT1 BACE1 BAG5 BASP1 BBX BCL10 BIRC5 BMPR1A BOD1L1 BRK1 BRWD1 C14orf28 C21orf91 C5orf22 C6orf62 C8orf33 CADM2 CAVIN4 CBX5 CCNT1 CDK12 CDK13 CDKL4 CEMIP CEP41 CEP97 CGGBP1 CHD9 CHRNA4 CLGN CLOCK CLVS2 CMKLR2 CREBRF CSTB CYB5R3 CYP4X1 CYP7A1 DCDC2 DDX20 DHTKD1 DIP2B DNAI4 DNAJB3 DOCK10 DPP4 DPPA2 DPYS ECT2L EDNRA EEIG2 ELF1 EPB41L2 ETNK1 FAM210A FAM221B FAM98A FBXL17 FGFR2 FIGN FSIP1 FTHL17 FZD3 FZD4 GAS7 GATAD2B GCOM1 GID4 GLCCI1 GLI3 GLYR1 GNAL GNB4 GNE GNPDA2 GOLGB1 GOT2 GPBP1 GPR158 GRM1 GTF2A1 GUCY1A2 GUCY1B1 HCAR2 HCAR3 HCN1 HIF1AN HLF HMG20A HOOK3 HPGDS HSPH1 HYCC2 IDS IFIT2 IFT20 IFT81 IMPACT ING2 INO80D IRX1 JTB KALRN KAT2B KCNA7 KCNJ10 KCNN2 KICS2 KLHL14 KLHL15 KMT5B L3MBTL3 LAMC1 LCORL LNX2 LRCH2 LRP2BP LRP6 LRP8 MAP7D3 MAPK1IP1L MAPK9 MARCHF6 MBLAC2 MCTP2 MECP2 MEIOC MEMO1 MGAT4A MLLT10 MOCS2 MORC1 MOSPD1 MTMR4 MTMR7 MYBL1 MYO3B NACC2 NCKAP5 NCOA2 NEDD9 NELL2 NFAT5 NNT NOL4 NPAS2 NSL1 NSUN7 OCLN OPRK1 OSTM1 P2RY13 PAM PAPLN PARPBP PCDH7 PCDHGA11 PDE4B PDLIM3 PHF20L1 PHIP PHTF2 PI15 PIGV PKHD1L1 PKN2 PLCXD3 PLD5 PLEKHA1 POLR2M POU4F2 PPM1G PPP4R2 PRDM10 PRKACB PRPSAP1 PRR23C PRR9 PTAR1 RAB22A RAD51AP1 RASA4 RASAL2 RB1CC1 RBM25 RBM4 RBMS3 RCN2 RELCH REPS2 RFX3 RFXAP RHOQ RND3 ROBO1 RPRD1A RTF1 RTKN2 RUNDC3B SANBR SASH1 SBF2 SBSPON SCAF11 SCAI SCUBE3 SDHD SEH1L SEMA3A SH3BGRL2 SH3PXD2A SIX4 SLC18A1 SLC1A3 SLC30A4 SLC38A1 SLC44A1 SLC4A4 SLC4A8 SLC66A3 SLCO6A1 SLFNL1 SLX4IP SMAD4 SMG1 SNX16 SNX27 SOX6 SPICE1 SPRED1 SPTY2D1 SPX SRRM1 SSR1 STAM2 STMN1 STMP1 STOX2 STXBP5 SUN1 SUPT20H SV2C SYT14 TAF4 TAF9B TAOK1 TEDDM1 TFB2M TLN2 TLR5 TMEM132D TMEM237 TMEM26 TMEM263 TNFAIP8 TNFSF8 TNKS2 TOP1 TRAM1 TRANK1 TRIM13 TRIM14 TTPA TUBGCP3 UBIAD1 UNC5D USP33 UTP25 VEPH1 VGLL3 WBP1L WNK3 XYLT1 ZBTB11 ZBTB20 ZBTB44 ZBTB7C ZDBF2 ZDHHC21 ZFP36L1 ZFP90 ZMYND8 ZNF142 ZNF195 ZNF236 ZNF257 ZNF26 ZNF32 ZNF322 ZNF350 ZNF460 ZNF516 ZNF626 ZNF681 ZNF844 ZNF92 ZRANB1 MIR4768_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4768_3P AASDH ADAM12 ADCY7 AGER ALDH6A1 ANKDD1A ANKRD1 APOL6 ARNT ASB15 ASB6 ASCC1 ATP1B4 ATP8A2 ATXN7 BACH1 BBS10 BCL7A BDP1 BMP3 BROX BTC C12orf4 C4orf46 CAMTA1 CARHSP1 CBL CBLN3 CBX5 CCAR2 CCBE1 CCDC50 CCDC73 CCSER2 CEACAM8 CEBPZOS CGGBP1 CHRD CNBP CNOT4 CNPY1 CNTNAP3 CNTNAP3B CPEB4 DAAM1 DACH1 DCAF12 DCX DEPDC1B DGKE DNAJB4 DNAJC15 DNMT3A EFCAB2 EIF4B EOLA1 ERC1 ERI2 FAM114A1 FAM168A FBXL16 FBXL18 FIGNL2 FOSL1 FOXK1 FOXN2 FRS2 GADL1 GEMIN8 GNA11 GPI GSTM1 HAUS4 HCN1 HGF HOOK3 IDH1 IL31RA INO80D IRGQ KCNB1 KCNN3 KDM3B KIF18B KIF24 KMT2E KPNA6 KRT10-AS1 KRTAP5-5 LRAT LRATD1 LRFN5 LRRN2 LUZP1 LYN MAEL MAF MAN1A2 MAP3K9 MAP7D3 MDM4 METAP2 MID1 MOSMO MPV17L MRPL32 MSL2 MTFMT MTX3 NACA NAPB NAV1 NF2 OCA2 OGT PANK2 PARD6B PAXBP1 PDP2 PGA3 PGA4 PGA5 PIK3R1 PIM2 PLAC8 PLP1 PLPPR5 PLXNA2 PODXL POLR1G POU2F1 PPP4R1 PSMB11 PTBP2 RAB11A RAB15 RALB RC3H1 RECQL5 RRM2 RTL8A SARM1 SCAI SCRN2 SDC3 SEMA4D SEMA6D SERP1 SF3B3 SH3RF1 SHISA9 SLC24A4 SLC25A21 SLC35F1 SLC39A14 SMOC2 SNX1 SP140 SP140L SPACA9 SPC24 SPEN SPIRE1 STAP1 STK38 SUN2 TAF11 TASOR TAT TBCB TFCP2L1 TFDP2 TMEM126B TNFRSF11A TNFSF8 TRAF3 TRAF6 TRIM8 TTC14 TTPAL UBE2E3 UBE2L3 UBE2N UHMK1 WDR89 WIPF2 XKR3 XPNPEP3 ZFAND3 ZKSCAN3 ZNF354C ZNF37A ZNF490 ZNF528 ZNF850 ZSCAN4 MIR4768_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4768_5P AAK1 ABCC9 ACSL3 ACSM2A ACSM2B ADAM22 ADAMTS1 ADGRF1 ADRB2 ALDH2 ANKH ANKRD28 ANO3 ARF6 ARL15 ARL4C ASCL1 ATP6V1C1 ATP8A1 AUTS2 B3GALNT2 B3GLCT BCL11A BCLAF1 BLZF1 BNC2 BTRC C1QTNF3 C22orf46P CADM2 CALML4 CASP3 CAVIN2 CCDC88A CDH19 CDK12 CDK6 CDON CDR2L CEP85L CHD5 CHD9 CLEC4A CLMP CLVS2 CNKSR2 CNNM4 COPS6 CSGALNACT2 CUL3 CYB561D2 DCP1B DCX DDI1 DGKG DIRAS3 DLAT DLG3 DNAJB9 DOK6 DTNA EDA EGR3 EMX2 ENC1 ENPP1 ENTPD1 EP300 EPS8 EVC FAF2 FAM120A FAM131B FAM78A FANCL FGF23 FOXK1 FRMPD4 FUT9 GALNT15 GATM GCFC2 GCLM GNB1 GPATCH2L GPC6 GSE1 GTDC1 HAO1 HDAC8 HLA-DOA HNMT HOXC6 IDE IKZF1 IL17RD IL20RB IQCJ ITGA4 KCNJ3 KCNT2 KIAA1191 KIAA1549L KLHL5 KMT2A KRIT1 LACC1 LDB2 LENG8 LGSN LONRF3 LPGAT1 LPP LRRC7 LSAMP LTA LTN1 MAFK MAGI3 MAP1B MAP3K2 MBNL1 MBNL3 MBOAT2 MEF2A MEX3A MID1 MSS51 MTMR2 MYCL MYO3B MYT1 NEDD4L NEURL1B NF1 NFIX NFXL1 NNT NXPH2 ONECUT2 PALM2AKAP2 PAPPA PARD3B PATE1 PCSK2 PDE4D PDE7B PDK3 PEG10 PGF PHLPP1 PHYHIPL PIP5K1B PLD5 PLXNA2 PLXNA4 PMEPA1 POU2F2 PPARGC1B PPP2R5B PPP5D1P PPP6R3 PPRC1 PRKCB PRTG PSD3 PTGES3 PTGR3 PURA QRSL1 RAB27B RAD54L2 RAPH1 RBFOX2 RBMS3 RDH12 REEP3 RIMBP2 RIMKLB RIN2 RNF148 RNF165 RNF213 RPP30 RPS6KA6 RSBN1 RTN4RL1 SBNO1 SCAI SEC61B SELENOT SEMA3A SENP3 SERTM1 SFTPB SGMS1 SH3PXD2A SH3TC2 SIKE1 SIRT3 SLAIN1 SLAIN2 SLC12A6 SLC17A3 SLC22A15 SLC30A7 SLC38A1 SLC39A8 SLC4A8 SLC5A12 SLC6A2 SLC7A11 SLC8A3 SMIM14 SMIM21 SOBP SPINK7 SPOP SPRY3 SRP19 SRXN1 SSUH2 STON2 SYNJ2BP TAF11 TBCEL TBL1XR1 TCHHL1 TGFBRAP1 THG1L TM4SF18 TMEM151B TMEM170B TMEM245 TMEM87A TNRC6B TOB2 TOR1AIP1 TPM3 TPT1 TRAK2 TRIM71 TRIM9 TSC22D2 TTC31 UHMK1 USP10 USP37 VANGL1 VGLL3 VIP VPS13C ZBTB18 ZBTB20 ZBTB7A ZDHHC3 ZFHX2 ZFP1 ZFP14 ZFP36L1 ZFP90 ZMYND8 ZNF107 ZNF117 ZNF124 ZNF135 ZNF136 ZNF138 ZNF181 ZNF189 ZNF195 ZNF207 ZNF208 ZNF257 ZNF268 ZNF28 ZNF302 ZNF317 ZNF415 ZNF420 ZNF426 ZNF439 ZNF440 ZNF468 ZNF493 ZNF502 ZNF544 ZNF557 ZNF558 ZNF559-ZNF177 ZNF569 ZNF57 ZNF578 ZNF594 ZNF600 ZNF611 ZNF626 ZNF655 ZNF670 ZNF676 ZNF682 ZNF701 ZNF705D ZNF708 ZNF711 ZNF713 ZNF714 ZNF716 ZNF718 ZNF721 ZNF728 ZNF730 ZNF761 ZNF763 ZNF765 ZNF808 ZNF813 ZNF816 ZNF844 ZNF845 ZNF888 ZNF90 ZNF91 ZNF99 ZSCAN22 ZSWIM6 MIR4769_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4769_3P ACVR2B ADAM9 ADGRL3 AKTIP ANO5 ATF1 ATRX B3GNT3 BCL6 BCL6B BNC2 BPTF C2orf72 CAPZA1 CCDC141 CCDC6 CDC26 CGREF1 CIPC CLIC4 CNNM1 COMMD8 CPNE4 CSNK1G1 CSTF3 DAB1 DGCR2 DMD DTNA DUSP12 EML4 ERBIN ESYT3 FAM131A FAM240A FXR1 GABRA1 GGACT GLRB GRID2 GRM5 GUCY1A2 HACE1 HDAC2 HMG20A HOOK3 HSF2 IP6K3 ITLN1 KALRN KCNIP3 KHNYN KIAA0408 LPIN1 MAP3K13 MAPK8 MARCHF5 MBD5 MCTS1 NET1 NFAT5 NFKBIE NIPBL PAK2 PCBD1 PGK1 PILRB PLAAT1 POU4F2 PPARA PPM1H PRIM1 PTAR1 PTEN RAB6A RADIL RASSF3 RBM15 RBMY1F RCN1 RHBDF2 SASS6 SEC22C SEMA6A SHOC2 SIGLEC6 SMIM14 SOGA3 SUB1 SVOP SYT9 TM9SF2 TMEM106B TMEM254 TMSB15B TRAPPC6B TSC1 VAPA WAPL WDR3 WIPI2 YTHDF1 YY1 ZNF135 ZNF23 ZNF254 ZNF423 ZNF608 ZNF843 MIR4769_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4769_5P ABI2 ACAN AFF2 ALDH6A1 ANKRD49 AP1G1 ASPH COL19A1 DBT DNAJA2 ELAVL1 ENSG00000255537 ERMN FAM131B FBXL7 FBXO36 HSF2BP KCNB1 KIF13A MARCHF7 MEF2C MMP25 MYO19 NXPE1 PARP15 PAXBP1 PDZD2 PIK3AP1 POU5F1 POU5F1B PUS7L RAG2 RELN RNF123 ROBO2 SLC25A23 TMEM221 TMEM41B TRDMT1 TSHZ3 UBE2H USP48 MIR4771 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4771 ABCC5 AVIL BCL6 BDNF C18orf63 CADM2 CAMSAP2 CAPRIN1 CCDC6 CFAP91 CLASP2 CLRN1 CREBRF CYTIP DNAJA4 EGR2 ELF5 ENOX2 EPS8 FAIM FAM222B FILIP1L GABRA1 HECTD2 IGFBP7 INHBA KLK15 MAP4K4 MYBL1 NCBP2 NIBAN1 NOLC1 NPLOC4 NUFIP2 NUP160 PAIP2 PAPPA RAB8A RBM44 SERF2 TNRC6B TPBGL USP12 USP24 USP8 VSNL1 WDR48 ZC3H12C ZNF229 ZNF79 ZZZ3 MIR4772_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4772_3P AARD ACSL1 ADAL ADO AEBP2 AK6 ALDH7A1 APLP2 APRG1 ASAP2 ATP9A BCAT1 BLZF1 CAMK4 CCNT2 CDR2 CETN3 COL12A1 COL5A1 CPEB1 CPEB2 CTBP2 DIO2 ENDOD1 EPHA2 FAM210B FAM234B FCRL4 FGF14 FKBP1B FRMD4A GEMIN8 GJC1 GLCE HAUS6 HEATR1 HSPA4L IL13 IL36B INO80D IPO9 ITGA2 KCNJ2 KDELR2 KHDRBS1 KLF12 LDLRAD4 LMO7 MBOAT2 MED13 MKRN1 NEB NEK9 NFAT5 NTM OGT PAK3 PCDH17 PIGY PLPPR4 POLH PPARGC1A RAB8B RAE1 RANBP6 RAP2C RBM48 RC3H1 RTN4 SEC24A SH3BP4 SIPA1L1 SLC3A2 SNRK SP110 STK31 SUDS3 TAOK3 THAP11 TMEM161B TMEM245 TMEM260 TRAM2 TTC19 TTC9C UGCG WDFY3 XYLT1 YAE1 ZFPM2 ZNF354C MIR4772_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4772_5P ABT1 AFAP1L1 AKAP12 ANKRD34C ANTXR1 APP ASB3 CALD1 CELF3 CNOT4 DBR1 DUS4L EDARADD ENDOV F8 FOS FREM1 FUS GAS2L3 GPX8 GTDC1 HNRNPH1 HSPA13 IDO2 IQSEC2 ITGA9 KBTBD4 KDELR3 KLHDC10 KRT10-AS1 LRBA MAL2 NCKAP1 OGFOD1 OR11A1 PHACTR3 PRUNE1 RBM20 RCAN2 RPL31 SLC37A3 SLC39A3 SLITRK4 STK40 SV2B TTC1 VCP WAC WIPF2 YLPM1 ZMAT4 ZNF316 ZNF780A MIR4773 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4773 ABRAXAS2 ACVR1C AGPS ALG9 ALOX5 AMD1 ANKRD10 AP4B1 ARF6 ARHGAP11A ARHGAP5 ARID1B ARL8A ARMC1 ASAP1 ATAD2B ATL2 AXL BCKDHB BORCS7 BRPF3 BRWD1 C11orf91 C5orf24 C5orf47 CADM1 CAV1 CAV2 CBL CBLB CCR1 CDK13 CDKN2C CELF1 CEPT1 CLXN CNIH1 COG6 CREBBP CRISP1 CRYM DCX DLG3 DLST DPH3 EEIG2 ESPL1 ESR1 FAM120C FAM168A FAM20B FAM229A FANCD2 FGFR2 FIGN FLRT3 FNIP1 FOXK1 FXR1 FYTTD1 GABBR2 GABRP GCSAML GID4 GID8 GJA3 GLIPR1L2 GNS GRID1 GTF2E1 GTPBP10 HSD17B11 HSD17B4 HTR2C HVCN1 HYAL2 IRF4 IRGQ ITIH5 JCAD KCNMB2 KCTD20 KDM5A KIF1B KITLG KRT10 KRT26 KRTAP2-1 LBH LHCGR LRR1 MAGEB3 MAGI1 MAP3K21 MBD1 MED10 MID2 MINDY2 MPRIP NAA25 NAP1L1 NCALD NCOA4 NDUFS5 NECAB1 NFAT5 NHLH1 ONECUT1 ORC5 OSGIN2 PABIR3 PAN2 PARN PATL1 PCYT1B PDSS1 PELI1 PLD5 PLN PLXNA4 POF1B PRKCE PTBP2 PTPRO PYURF RABGGTB RBM6 RMDN1 RNF166 ROBO2 RRP15 SEMA6A SEMA6D SENP6 SESTD1 SFT2D3 SH3TC2 SH3YL1 SIK3 SIRT1 SKP1 SLC15A1 SLC24A2 SLC4A4 SLC6A1 SLC6A13 SMAD2 SMIM14 SMURF1 SORCS3 SOST SPIN3 STYX SUB1 SV2B SYT14 TFCP2L1 TJP1 TMEM14C TMEM87A TPR TRAM1 TRHDE TRIM33 TRMT1L TRPS1 TSC1 TSPAN7 TULP4 TYW1 TYW1B UBE3A USP14 USP3 USP50 WASHC5 WDR11 WDR75 XKR6 YPEL2 ZC3H12C ZCCHC18 ZFAND3 ZFPM2 ZKSCAN8 ZMYM5 ZNF236 ZNF280C ZNF516 ZNF680 ZNF704 ZNF706 ZNF718 ZSCAN31 MIR4774_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4774_3P ABCA5 ABRA ACTR3B ADAMTS3 ALKBH3 AMFR ANGPTL5 ANO1 AOX1 ATRNL1 BAZ1B BEAN1 CCP110 CEP350 CHML CLK4 CLTC COCH DNAJB4 DPYSL5 ELOVL6 ENTREP1 ERVW-1 FARP1 FBXO48 FBXW2 FRMPD2 GLIPR1L2 GNAQ GOLPH3L GRIP1 HINT1 HRH1 IGIP IL1RAP KDM7A KLHDC1 MARK3 NCOA4 NMBR NPHS1 OR51E1 PCDH9 PEA15 PNN POU3F2 PROX1 PURG RBM25 RMND5A RNF128 RPA1 RPS6KB1 SAMD9 SAYSD1 SEMA3A SERPINB2 SET SETD3 SLC39A12 SLC6A8 SMAP2 SORT1 SOWAHA SP100 SPART ST8SIA4 TENM3 TFB1M TLX2 TPD52L2 TRIM71 TSC22D2 TSHZ2 UACA UBE2D1 UBE2Q2 UBE2W USP31 VPS13C ZIC3 ZMAT4 MIR4774_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4774_5P A1CF ADAMTS3 ADGRL3 AFDN AKAP11 ARHGAP21 ASF1A ATP8B4 AVPR1A B3GALT4 BACH2 BCL2L13 BCLAF3 C3orf70 CCDC120 CD302 CDH2 CHRNA5 CLOCK COL11A1 CTNND2 DEK DRD2 DSTYK DYNLL1 EIF3M EMX2 ERCC6L2 ESCO1 ETFRF1 FAM220A FNDC3B FPR3 GCLM GNG12 HNRNPK ILF2 ITGB3BP JAKMIP3 KCNIP2 KRBOX1 LAPTM4A LY75-CD302 MAP4K4 MAPK6 METAP2 N4BP2L1 NHLRC2 NRP2 OAF P2RY14 PARG PCDH11X PHF2 PIF1 PLAG1 PLEKHG1 POU2F1 PPP2R5E PRRC1 PRRC2C RAB1A RASA2 RNF38 RPF1 RRAGC S100A10 SERPINB13 SHC1 SLC25A23 SLC27A3 SLC35F3 SLC45A2 SLC9A6 SNAP25 SPAG16 SWAP70 SYAP1 SYT1 TBP TIMELESS TMEM117 TMEM217 TNFSF4 TRIM6 TRPM7 UBE2D1 UPF2 VPS13A WNK1 ZNF124 ZNF215 ZNF677 ZNF776 MIR4776_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4776_3P ACTL10 ADAT2 AFF4 AGO3 ALOX15 AMOTL1 ANGPT1 APPL2 ARF1 ARGFX ARHGAP11A ARHGAP32 ATG2B ATG4B BICC1 C18orf63 C5AR1 C5orf15 CADM2 CCDC68 CCDC88A CFL2 CLHC1 CLIC2 CNTN5 COL11A1 CSAD CUL2 CUL3 CXCL5 DEPDC4 DPYSL2 EBF1 EIF5A2 ENTHD1 ESYT3 EXD2 FAM135B FBXO22 FGF23 FZD3 GAP43 GARIN6 GDI2 GGNBP2 GLIPR1L2 GLYR1 GOLPH3 HAUS2 HMGN1 HMGXB4 HOOK1 HYPK IGF2BP3 IQSEC3 JADE1 KCTD4 KIAA2013 LBH LRAT LRRC8B LUZP1 MARCHF11 MARCHF7 MSL3 MTMR9 NR3C1 NR4A3 NWD1 PAK5 PAQR5 PCDH9 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 PEX5L PHF6 POLK PPIL4 PREX2 PTCHD4 PTGES3 RAB3C RAD23B RAD51D RAN RARB RASSF3 RNF169 RP2 RRAGD RUNX2 SALL1 SDC1 SDC2 SIAH1 SLC16A7 SLC30A8 SLC35F1 SP100 SRSF2 STRBP STRN SYT2 TACR1 TAX1BP1 TBCEL TENT5D TMEM19 TPRG1 TRA2B TRIM14 TRIM33 TRIM45 TUBB1 USH2A USP25 VEPH1 YTHDF3 ZBTB2 ZFP28 ZNF100 ZNF107 ZNF117 ZNF138 ZNF195 ZNF208 ZNF322 ZNF329 ZNF431 ZNF468 ZNF493 ZNF506 ZNF578 ZNF600 ZNF611 ZNF667 ZNF676 ZNF708 ZNF709 ZNF714 ZNF728 ZNF730 ZNF732 ZNF737 ZNF793 ZNF816 ZNF880 ZNF99 MIR4776_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4776_5P APBA1 ARHGAP29 ARL4A ASB7 C10orf90 CAV1 CCNJ CCSAP COL4A1 CRB1 CRYGS CTNNB1 DSTN FAF2 FAM193A FOXO1 FSTL5 GASK1B GOLPH3 HAS3 IPO11 ITCH KCNK9 KRT19 KRT8 MAML2 MED13 MXD1 N4BP2 NMT1 NXT2 OCIAD1 OTULIN PAK1 RBM14-RBM4 RBM4 RIMS2 SAR1A SETBP1 SMC2 STRN TET3 TFCP2L1 TIMP2 TNFSF10 TRAPPC13 TSPAN7 MIR4777_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4777_3P AGXT2 ALDH6A1 ANKS1A ARMC8 ATP2C1 BMAL2 BTBD8 C4orf51 CAPS2 CDK14 CENPK CLDN12 CREB5 DCLRE1B DGKH DLGAP4 DTD1 EYA1 FAT3 GCA GFM2 HOMEZ KLHL13 KMT5B LRP6 LRRCC1 MACC1 MARK1 MED20 METTL4 MRPL48 MTRF1L NANOG OGFOD1 ORC4 OTUD4 PIP4P2 PKN2 PLAA PMP2 PSMB11 PTN QSER1 RBM47 RCHY1 RNF139 RPGR RPS3 SERPINB9 SLC38A2 SNX30 SOX8 SPCS3 SPRTN SRSF12 SRSF2 TNPO1 TRAF3IP3 TRIM49 TRIM49C WDHD1 WDR7 WDR93 ZNF451 ZNF699 ZNF701 ZNF813 ZNF830 ZNF845 MIR4777_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4777_5P ABRA ACADSB APOL6 BEND4 C14orf93 C1orf185 C4BPA CACNA1D CCDC172 CCR9 CFAP119 CFLAR CHMP1B CHRDL1 CNOT4 COG6 CPPED1 CREBRF CYCS CYGB DAZ1 DAZ2 DAZ3 DAZ4 DCAF10 DIP2A DNAAF11 ELOVL6 EMC1 ENPEP ENY2 FAM199X FBXO3 FMO2 FOXO3 G3BP1 GFI1 GIPC3 GLCE GNAI2 GPAM GYS2 HIF3A IFT80 JCAD KBTBD2 KCNJ14 KCNN3 KLF10 KLF15 LILRA1 MAP4 MCUR1 MED4 MIPOL1 MMUT MYNN NAA50 NDFIP1 NEGR1 NIPSNAP3A NIPSNAP3B NMT2 NXPE3 OR12D3 PAFAH1B1 PCLO PDE12 PGGT1B PHYH PIK3CG PLAAT5 PLCB3 PPP1R12A PPP4R3B PRPF38B PRRC2C RAB14 RAD51AP2 RAD9B RDH10 RMDN3 RORA SCEL SCML2 SEMA6D SEPTIN2 SIGLEC8 SLC1A3 SMIM15 SP100 SPTBN1 SRP14 STK31 STYK1 SUZ12 TADA1 TET3 TMED5 TMEM123 TMEM161B TMEM168 TMEM50B TTC39B UBE2D1 UGT2A1 UGT2A2 VDAC1 VTCN1 WDFY3 XAF1 ZBTB2 ZBTB8B ZNF644 ZNF80 MIR4778_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4778_3P AAK1 ABHD17C ACSM2A ADD1 ADRA2A AMACR ANKRD17 APBB2 APELA ARCN1 ARID5A ARL13B ARL17A ASCC3 ASCL1 ATF3 ATF7IP2 ATP2B2 ATP5IF1 ATP8B3 AXIN2 BAALC BCCIP BCL2L13 BCL2L14 BCOR BDP1 BMF BMPER BPTF BRINP1 BSPRY C11orf87 C14orf119 C19orf33 C1orf21 C1orf226 CA3 CACNA1A CALHM1 CBLN4 CCDC110 CCL16 CD55 CD84 CDC14A CDC42SE2 CDC73 CDH9 CDK6 CDKL1 CELF4 CERS6 CFTR CLDN18 CLDN8 CLVS2 CNNM2 COL6A3 COX17 CPD CPEB3 CTLA4 CUL4A CYP2U1 CYSLTR1 DAZ2 DAZ4 DCAF7 DDB1 DDHD1 DDI2 DELE1 DKC1 DLG1 DNM3 DSC2 DYNC2LI1 EBPL EFCAB14 EIF3J ELAPOR2 ELAVL4 ELK4 ENDOU ENSA EPHB1 ERBIN ERC1 ERCC6 FAM124B FAM168B FAM78A FAM9B FBXO45 FXR1 FZD1 GALNT13 GANAB GCA GDNF GLUD2 GOLGA4 HAVCR2 HBEGF HEPH HIF1A HOXC8 HSCB IGDCC3 IGLON5 IL36G ILRUN ING4 ITPR2 KCNA1 KCNMB2 KITLG LDHA LGSN LILRB2 LRP6 LYRM1 LZTFL1 MAP4K4 MCM9 MED19 MED21 MED30 MEF2C MEGF11 MIEF1 MMP8 MOBP MROH9 MS4A14 MS4A8 MTFR1L MYOCD NBPF20 NCOA1 NEDD9 NETO1 NFIC NHS NIPAL4 NLRC3 NPY2R NR4A1 NRG1 NSUN7 NTRK2 PALMD PAPPA2 PARP8 PAX8 PCDH15 PCDH17 PCDH19 PCNX1 PCYOX1L PEG10 PGBD5 PINX1 PIP5K1A PLAC8 PLEKHA8 PLOD2 PLPPR4 PLXNA1 PMS1 POLR1D POTEC PRKACB PROP1 PRPF4 PRRG4 PRX PSMD1 PTPRD PURG RANBP3L RBBP5 RBM47 RBMS3 RHOU RILPL1 RIT2 RNF19B RNF214 RNF217 RTKN2 RTL5 RTN3 RUNX1T1 SAMD4A SAMD8 SATB2 SBSPON SCNN1G SDR16C5 SEC22A SEC61B SEMA4D SEPTIN10 SH3TC2 SLC4A4 SLC5A7 SLC9B2 SLITRK6 SMAD3 SMIM43 SOCS7 SPRED1 SPRY4 SPTBN1 SRP19 SRSF8 STON1-GTF2A1L TAF8 TAL1 TATDN3 TBC1D7 TENM1 TEX11 TFEC TM2D3 TM9SF3 TMED7-TICAM2 TMEM39A TMPRSS11E TMTC1 TMTC3 TRDN TSPAN5 TXNL4B UBE2F ULBP1 ULK1 USP12 USP13 WDFY3 XIRP1 ZBTB38 ZBTB8A ZCCHC10 ZCCHC17 ZNF107 ZNF547 ZNF555 ZNF687 ZNF704 ZSCAN5A ZSWIM7 MIR4778_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4778_5P ABCA1 ABCB1 ABCC2 ABCD3 ABCG1 ABHD5 AEBP2 AKAP5 ALCAM ANK3 ANKHD1 ANKRD6 ARFGEF1 ARHGAP5 ARNT ASXL1 ATP11C BICD2 BRD3 C2orf49 CANX CCDC180 CCDC71L CCNG2 CCNT2 CCP110 CD164 CD302 CFAP20 CGGBP1 CHMP4C CLIC1 CNMD CNTN5 CNTNAP3B CREB1 CRIPT CYP4X1 DBF4 DENND1B DICER1 DLGAP5 DNAJC25 DPH6 DSTN EBF1 EFCAB11 ELMOD2 ENPEP EOGT EPB41L3 EZR FAM229B FAM91A1 FBXO25 FBXO32 FJX1 GGCT GLUL GNG12 GPALPP1 GRAMD1B GRIN2A GSTT2B GTPBP2 GUCY1A1 GXYLT1 HDGFL3 HECA HGH1 HMGCR HOMER1 IL6ST INO80D ITCH ITGB8 KCTD18 KERA KLHL13 KLLN KMT2C KRIT1 LIMCH1 LSM14A LSM8 LY75-CD302 MACF1 MAP4K5 MARCHF6 MBD5 MED13 MON2 MTSS1 MXRA5 MYO5B MYT1L N4BP2 NALF1 NAP1L4 NDUFB3 NFAT5 NFE2L3 NKAPL NPR2 NRARP NRIP1 NUP58 PBX1 PCDH7 PCDH9 PDE4B PDZRN3 PHLDB2 PHTF2 PIAS2 PIK3R1 PJA2 PKN2 PLAAT3 PLCXD2 PPHLN1 PRMT9 PRRG1 PSD3 PTPRQ QPCT RBBP6 RCAN3 RCC1 RERE RNF180 RORA RSF1 SAMD13 SETD9 SGCZ SH3GLB1 SIX4 SLC12A6 SLC24A1 SLC30A4 SLC36A4 SLC6A4 SLC7A14 SLCO1A2 SLIT1 SMAD4 SMC2 SNX13 SPATA6 SPHKAP SRRM1 TAF1A TMA16 TMED7 TMEM132A TMEM248 TMF1 TRABD2A TRDN UBE2B UBE2N UBTD2 UNC119B USP2 USP34 USP49 YWHAB ZC3HAV1 ZIC1 ZMYM2 ZNF160 ZNF267 ZNF616 ZNF711 ZRANB1 MIR4779 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4779 ABCG4 ACVR1B ADD1 AGAP3 AHNAK2 AKTIP ANGPTL2 ATF7 AUTS2 AZGP1 C20orf96 CAMKMT CAPN15 CARNS1 CASTOR2 CCDC141 CCDC30 CDH24 CDH26 CLIC5 CLMP CLPTM1 COP1 COPS7B CPLX3 CRTC1 CSN2 CYGB DNAAF9 DOK2 DSCAML1 DUSP8 EEPD1 ENSG00000233223 ENTREP3 ERC2 EXPH5 F12 F9 FAM120C FAM219A FAM222B FAM78B FHIT FOXP4 GLUL GNAO1 GNRHR GSDMA HAPLN4 HLA-DPB1 HOXA2 IQSEC2 IRX5 IRX6 KDELR2 KDM2A KIRREL3 KLHDC8A KLK4 KRTAP5-7 KSR2 LENG8 LMLN LRP10 LRP6 LRSAM1 LZTS3 MANBAL MEX3A MOBP MPIG6B MRPL43 MRPL49 MRPS14 MYBPC1 NDUFA10 NDUFAF5 NOVA2 NPLOC4 NPTXR NR3C1 NREP NRN1 OCRL PACS1 PDX1 PIANP PITPNB PLXNA4 POLR2F POU2AF1 POU2F2 POU3F4 PRIMA1 PRKACB PRRC2B PSMB2 RAB37 RBM44 RET RFFL RIMS4 RNF157 RPRD2 RUSC1 S100A3 SALL2 SAR1A SARS2 SDC3 SKI SLC13A5 SLC25A20 SLC30A3 SLC5A8 SLC9A1 SLCO1A2 SMC1A SMURF1 SOX12 ST7 STK24 SYT11 TINF2 TM4SF20 TMEM184B TMEM214 TOM1L2 TPPP TRIM34 TRIM6-TRIM34 TRIM67 TRIOBP UBR4 USB1 VAX1 WIPF1 XYLB ZBTB40 ZBTB7B ZCCHC14 ZMYM3 ZNF384 ZNF703 ZNF792 MIR4780 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4780 ADRA1A ASCL2 ATXN7 BBS5 BBS7 CLVS1 DYRK3 FOXN2 FUT10 GMFB GPBP1L1 HEXIM1 HNMT KLHL3 MFAP5 MINAR1 MMP19 NCL NOP58 NUDT7 PCMT1 PHF6 PIK3C2B PPP1R14C PTBP3 RANBP1 RNF169 SCAF11 SKI SLC12A2 SORCS3 STT3B TLE4 TMED4 TMEM156 TMEM191B TMEM191C TMTC3 TRIM44 VWA2 YAP1 YBX2 MIR4781_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4781_3P ATXN1 ATXN3L C1orf56 CEP170 CLDN18 CTXN3 DCAF5 DHRSX EFHC2 FPR3 FRMD5 GAN GRM6 HLA-DPB1 IMPACT INA LCMT2 LNX2 MAP3K13 NDUFV3 NEUROD4 OSBPL6 PFN2 PHIP PHTF2 PPIL3 PROSER1 RAB8A SDC2 SLC25A40 SMCO3 SPRED1 STAU1 STMP1 SUPT3H TEAD1 TMEM165 TOP1 YOD1 MIR4781_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4781_5P C15orf39 ERO1B HOXB8 RAB27A RARG STPG3 URM1 MIR4782_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4782_3P ABCB10 ABHD13 ABRAXAS1 ADCYAP1 ADGRE2 AKAP13 AKAP6 ANAPC10 ANKRD44 ANKRD52 ARHGAP26 ARMC8 ASH1L ATG14 BICRAL BTBD7 CAMK1D CAPS CC2D1A CCDC28A CCNA2 CD164 CDH1 CDYL2 CERT1 CGNL1 CHD7 CHRNA3 CLASP1 CLOCK CNRIP1 COL9A1 CRLF3 CXXC4 CXXC5 DAZAP1 DCAF10 DCBLD2 DDAH1 DIAPH3 DNAJC6 DNAL1 DOK6 EFNB2 ELMOD2 ELOVL7 ERG ETV5 EYA1 EYA2 FAM199X FAM210B FBXO3 FBXO30 FBXO42 FHIP1B FOXJ3 FURIN GRAMD1B GREB1 GXYLT1 HAS3 IL12B IL5RA INPP5J ISL1 KBTBD8 KCNA4 KCNH8 KIAA1549 LAPTM4A LEF1 LGALSL LPP LSAMP LURAP1L MBNL1 MECOM MEF2D MFNG MIER3 MMS19 MRTFA NR2C2 OCRL PARD3 PCDH17 PDE4D PDGFRA PIGG PIGR PPARGC1A PPDPFL PRDM16 PRG4 PRKAA2 RAB35 RASSF3 RBM24 RBMS3 RECK RIMS1 ROR1 RPRD2 S100PBP SCAI SDK1 SEMA4G SH3D19 SKIDA1 SLC12A8 SLC16A7 SLC31A1 SLC35E1 SLC39A10 SLC41A1 SLC46A3 SLK SNRK SOX14 SOX6 SSBP2 STK38L STRBP SYT5 TBXT TENM2 TGFBR2 THRB THSD7B TMEM98 TMX4 TNRC18 TPCN1 TRHDE TSC22D2 TSPAN2 TTC30A UBASH3B UBE2Z UBE3A UBR1 WEE1 ZBTB18 ZC3H6 ZEB2 ZNF398 ZNF561 ZNF697 ZNF704 MIR4782_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4782_5P ABCC9 ACER3 ADAM29 ADD3 ADGRE2 ALAS1 ALDH9A1 ALX4 ANKRD17 ARHGEF12 ATP6V0C ATXN1 AZIN1 BAZ2B C15orf40 CACNA1E CALN1 CAPN12 CAST CCDC122 CD164 CD28 CD302 CDK6 CEP192 CEP44 CERKL CFLAR CHL1 CHST9 CLEC19A CNOT2 CPEB2 CRIPT CSPG5 CTAGE1 CTCF CTNNA3 CUX2 CXCL8 CXXC4 DCUN1D3 DDAH1 DDI2 DENND1B DERL2 DNMT3A DYNC1LI2 ELOVL3 EMC7 FBXL17 FER FIGN FNBP1 GALNT15 GCOM1 GET1-SH3BGR GFOD1 GPATCH11 GPR107 GPR3 GRIA2 GXYLT1 GYS1 HIGD1A HIPK4 HOXC10 IFI6 IGF2BP3 KCNAB1 KCNMA1 KLHL12 KRBOX4 LHX9 LNPEP LY75-CD302 LYPD1 MAGI3 MAT2B MID1IP1 MIER1 MIER3 MTO1 MYRIP NAA25 NAB1 NCBP1 NEU3 NFAT5 NFIB OSTC P2RX7 PAG1 PAK5 PATE4 PCDH9 PEG10 PGM2 PGRMC1 PKDCC PLEKHA5 PNPLA4 POGZ PRKG2 PRRX1 PSMB4 PTGER3 PTGER4 RAD23B RALGAPB RBFOX1 RBM18 RFC3 RHAG RHOQ RNF6 RPS6KA2 RPS6KA5 RYR3 SAMD12 SASH1 SH3BGR SHISA6 SLC26A9 SLC2A5 SMPD3 SOAT1 SOX6 SPOP STAG2 STRIP1 SUMO2 TAF1B TBC1D8B TBX18 TCTN1 TENM1 TLN2 TM9SF3 TMEM135 TMEM212 TMEM255A TMOD2 TMTC4 TOX3 TRMT11 TSPAN33 UBE2W UBXN10 UNC5B UNC5C VEGFA VSIG1 VSX1 VTI1A WDR26 WDR48 ZCCHC7 ZFP1 ZMAT4 ZNF534 ZNF749 ZNF778 MIR4784 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4784 ACSBG2 ADAM28 AGPAT1 ANKS1A AP3S2 APCDD1 ARHGEF39 ARPIN-AP3S2 ATG16L2 ATL2 BAAT BASP1 BAZ2A BLMH BRIP1 CACNB4 CCDC127 CCL13 CCNI2 CD302 CD59 CDK17 CHRDL1 CLSPN CNTFR COPG2 CSGALNACT1 CSRP3 DAB2 DKK2 DLG1 DNAAF11 DOCK8 DSC3 DTX4 E2F2 ENDOD1 ENOSF1 EXOC8 FAM168A FBXO31 FBXO42 FCGR1BP FIBIN FMNL3 FOXJ2 FRZB FTHL18P FUT8 GDF5 GEMIN4 GFRAL GPR61 GPR65 GRIN2A HBP1 HLA-DQA1 IFFO2 IGF1R IGF2R IKZF4 INO80D JPH4 KANK2 KAT7 KIAA1549L KLHL29 KLRG1 LRRC20 LUZP1 LY75-CD302 LYPLA1 MED18 MMADHC MMP11 MS4A1 MS4A13 MTMR11 MTPN MYO1D NAIF1 NAV2 NCEH1 NDUFA4 NFIC NRN1 NSD2 ODF1 ONECUT2 PABIR1 PABIR2 PARP11 PBX2 PDPR PDX1 PGR PITPNA POU2F2 POU3F3 PRDM15 PRG2 PRKCA PRKRA PRPF4B PSD2 PSMD11 RCL1 RFX5 RHOA RHOH RIC3 RNF39 RNF44 RORA RSPO4 RTL5 SGCZ SH3PXD2A SH3TC2 SIX3 SLC24A2 SLC25A13 SLC25A17 SLC25A36 SLC34A1 SLC35F1 SNAP25 SOCS6 SOGA1 SOX6 SSBP2 TAGLN3 TAOK2 TBR1 TMED10 TNS1 TREM1 TRIM21 TRIM66 TSC22D4 TULP4 UBE2QL1 UBXN7 UHMK1 USB1 VRK3 WNT1 XPO7 ZBTB39 ZBTB44 ZDHHC9 ZFYVE1 ZNF652 MIR4786_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4786_3P AAK1 ABCA12 ADAMTS19 ADD2 ADGRD1 ADGRF5 ADRA1A AKAP13 AKIRIN2 ALG2 ANKRD24 APELA APOBEC3A APPL1 ARHGAP39 ARL15 ATP13A4 ATP2B1 AZIN1 BAZ2B BCL11B BMPR1B BOLL BTN2A1 BTN2A2 CALN1 CBLN2 CCDC28A-AS1 CCDC6 CD164 CDC40 CLEC1A CTTNBP2NL DAZAP1 DCTN3 DCUN1D1 DIPK1A DMAC2 DYNC1LI2 EXD2 FAM13A FAS FBXW11 FGF13 FIBIN FOXO3 GATM GFRA2 GIGYF2 GNG12 GOPC GREM1 GRSF1 H2AZ1 HAPSTR1 HCFC2 HDAC2 HDGFL3 HIGD1A HLA-DPB1 HRH4 IFFO2 IGSF21 IRF6 KCNRG KDM5A KRTAP19-6 LEF1 LGALSL LRRN3 MAEA MAP6 MAPK14 MARF1 MARK1 MED13 MFAP3 MIA3 MOBP MYH9 MYO16 MYSM1 NALCN NARS1 NCOA1 NEPRO NFAT5 NOL4L NUF2 NUP50 NWD1 ONECUT2 OTUD5 PAN2 PAPSS1 PDLIM5 PLCD4 PLEKHF1 PPHLN1 PPP1R10 PPP1R15B PRKRA PRPF4B PSMC2 QSOX2 RAB27B RAB6B RALA RAPH1 RDX RGS7 RHEB RIMS1 ROBO1 RORA RORC RRAGA SATB2 SCN8A SCOC SELENBP1 SGK2 SLC23A2 SLC6A16 SLC6A2 SMNDC1 SNCA SSR1 STK26 STX6 SUMO1 SYNPO2L SYT1 TEX35 TFCP2L1 THAP6 TMEM167A TMEM178B TMEM258 TNFRSF19 TTPAL UGT1A1 UGT1A10 UGT1A3 UGT1A4 UGT1A5 UGT1A6 UGT1A7 UGT1A8 UGT1A9 UGT2B17 UNC5D UQCR10 USP7 VGLL3 WDCP WDR7 WT1 YPEL1 YWHAZ ZNF207 ZNF22-AS1 ZNF318 ZNF398 MIR4786_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4786_5P ABCG1 AKT3 ALPK2 APP BMPR2 BTD BTG2 CDNF CDO1 CENPM CEP89 CFAP47 CFHR3 CFHR4 CHP2 CHST11 COG6 CYP1A1 DCUN1D4 DCX DLEU7 DNAJC21 EIF3A ELOA ETS1 FEM1C FETUB FZD3 GGT7 GLYATL2 GORASP2 GPATCH2L GRPEL2 GRSF1 HACE1 HDAC9 ICE2 IHO1 KCNH4 KCNK9 KERA KISS1R KPNA6 LPAR5 MAST4 MEX3C MFSD4B MLX MSL1 MSL2 MTFR1L NNAT NTRK2 NUDT4 OLFML2B OPRM1 PALS2 PCSK2 PLEKHA1 PTCD2 PTPN3 RCAN2 RCC2 RIMBP2 RNF139 RNF32 RSPH4A SACM1L SEPHS2 SETD7 SLC22A7 SLC25A12 SLC45A4 SMC2 SS18 SSH2 STK32A STK32C TK2 TMEM184B TMX4 TRIM33 TTPAL UGCG UNC13A URI1 USP1 USP37 VPS50 YWHAE ZC3H4 ZNF326 ZNF461 MIR4787_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4787_5P ARID2 CEMIP2 INF2 LRRC3B PDLIM5 SPTSSA ZNF385A MIR4789_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4789_3P ACE ACTR3 ACTR6 ADAMTS18 ADAMTS9 ADCYAP1 AHSA1 AKIRIN1 AMPH ANGPT1 ANKRD11 ANO5 AQR ARAP2 ARHGAP24 ARHGAP26 ARHGAP5 ARHGAP6 ARHGEF10L ARHGEF38 ARID3B ATP13A3 ATP6V1A ATP7A ATPSCKMT ATXN7L3B AZIN1 B3GALT1 B4GALT6 BAZ2B BCL6 BCLAF3 BHLHE22 BMF BMPER BTAF1 C18orf21 C19orf12 C5orf24 C8orf34 CA8 CACNA1G CACNG3 CALHM5 CAMK4 CAMSAP2 CASD1 CASK CASZ1 CCDC186 CD200R1 CDC14A CDH11 CDK17 CDYL2 CENPI CFAP47 CHIC1 CHSY1 CIAO2A CKS2 CLEC4C CLVS1 CMPK2 CNOT2 CNOT6L COL19A1 COL1A1 COL21A1 COL4A1 COPS2 CPEB2 CPSF6 CREB1 CREBZF CUL3 CXCL2 CYCS DCUN1D4 DDHD2 DENND4C DEPDC1 DGKH DIAPH2 DIO2 DIPK1C DLC1 DNAJC25 DNPEP DOCK10 DOCK4 DPPA4 DST DYNLL2 DZANK1 EGR3 EIF1 ELK4 ELL2 ELMOD2 EPB41L5 EPCAM EPHA4 EPS8L2 ERP44 FAM184A FAM222B FAN1 FBXO11 FGFR2 FMNL2 FRMD3 FRMPD4 FRY FSTL5 FUT9 GABPA GABRB2 GABRB3 GBP5 GCOM1 GLUD1 GNAI1 GPR137C GPR180 GPR63 GRIA2 GRIN2A GRM3 GTF2I GUCA1B HAUS2 HDGFL3 HERPUD2 HMGXB4 HMX2 HOMER1 HOXD3 HSPE1-MOB4 HYCC2 IFNA21 IL17C INO80D INTS6L IRS1 ISL1 KCNA2 KCNG3 KCNQ3 KDM4C KDM6A KIT KITLG KLF7 KLHL23 KLHL28 KLHL3 KRTAP24-1 L2HGDH LARP1B LEMD3 LHFPL2 LIN28B LIPA LMO7DN LRP8 LRRIQ4 MAGEA2 MAGEA2B MAP1LC3B MARCHF6 MARK1 MBNL2 MEF2C MEIS2 MERTK MID2 MLLT3 MNT MOB4 MORF4L2 MRPL14 MRS2 MRTFB MYO9B NANP NIN NMUR1 NPAS3 NR1D2 NR2C2 NR5A2 NRF1 NTRK2 NUBPL NUFIP2 NUS1 NXPE3 OSBPL11 PAIP1 PCDH18 PCDH7 PCDHB4 PCF11 PCLO PCSK2 PDE3B PDLIM5 PEX5 PGAP1 PHF13 PHF14 PHIP PI15 PIK3R1 PKD2 PKN2 PLAG1 PLCB4 PLCXD1 PLPP5 PM20D2 PNRC1 POLR2F POLR2M PPARGC1A PPAT PPM1A PPM1K PPP1R1C PREX2 PRLR PROX1 PTPN4 PTPRR PURA RAB31 RAB6B RAB9A RAPGEF4 RAPH1 RBM12 RBP3 RBPJ REEP3 REV3L RICTOR RIMKLB RNASE4 RNF180 RNF44 RORA RPGR RUNX1T1 SART3 SCAI SERPINB8 SESN3 SGK1 SHOC2 SHPRH SLC12A2 SLC25A3 SLC30A5 SLC35F3 SLC35G1 SLC44A1 SLC6A1 SLC6A19 SLC7A11 SMAP2 SMC6 SMOC2 SOCS6 SOX21 SPIN1 SPRED1 SRGAP2B SRGAP3 SSBP2 ST8SIA4 STARD13 STEAP3 STK3 STXBP3 STXBP5 SYNJ1 SYTL4 TAF4B TATDN3 TBC1D22B TBC1D31 TCEAL7 TENM1 TENT5A TFAP2A TGFB2 THBS2 THUMPD2 TMCC1 TMEM144 TMEM196 TMEM26 TMPRSS12 TMPRSS15 TNFRSF19 TNRC6B TRIO TRIQK TYRP1 UBE2Q1 UBTF UNC80 UNK UNKL USP25 USP3 USP53 UTY VAV3 VSTM2A XPO1 XRN1 YRDC YTHDC2 YWHAB YWHAE YWHAQ ZBTB5 ZNF124 ZNF230 ZNF254 ZNF367 ZNF518B ZNF618 ZNF670 ZNF681 ZNF829 ZNF91 ZSWIM5 ZSWIM6 ZXDC ZYG11B MIR4789_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4789_5P AAK1 ABCD3 ABHD10 ACAP2 ACTR6 ADAM22 ADAM23 ADAM28 ADAMTS15 ADAMTS5 ADCY7 ADGRF5 AFF2 AJAP1 AKAP13 AKAP6 ANGEL1 ANO1 APOOL ARAP2 ARFGAP3 ARFGEF2 ARHGAP20 ARHGAP24 ARHGEF10L ARHGEF12 ARHGEF9 ARID1A ARID1B ARID4B ARL2BP ARMC8 ASAH1 ASCC3 ASCL1 ASPH ATP2B3 ATP6V1A ATP8B1 BAZ2B BHLHE40 BICRA BIRC6 BMP10 BMPER BMPR1A BROX BTBD3 BTBD7 C12orf29 C15orf61 C2CD5 CACHD1 CALN1 CAMKMT CAMSAP2 CAPN7 CASP8AP2 CASZ1 CCDC80 CCR9 CD81 CDC73 CDKN1B CENPN CENPQ CHP1 CKS2 CLCN6 CLDN12 CMTM6 CNOT2 CNOT7 CNTN1 COL1A1 COLEC12 CRISPLD1 CSRNP3 CTTNBP2NL DCUN1D4 DCUN1D5 DDX21 DENND1B DENND4A DEPDC1B DGKD DGKH DIRAS2 DKK3 DNAJA2 DOCK11 DSC3 DYNLL2 EBF1 EEA1 EIF5B ENSG00000255537 EPB41L5 EPHA5 EPHB4 ERF ERLEC1 EXOC1 EXOC8 FAM114A1 FAM43A FBXO33 FBXO34 FGF4 FGFR1 FHIP2A FOXA1 FOXN2 FSTL5 FUT9 FZD10 GABRB2 GABRB3 GABRG1 GATA3 GMNN GOLIM4 GP5 GPATCH11 GPM6A GPR137C GPR22 GRB2 GRIA3 GRID2 GSE1 GTF3C3 GUCY1B1 HECTD2 HERC1 HEXIM1 HHEX HIPK3 HIVEP1 HMCN1 HMGXB4 HNRNPR HOXD3 HSP90B1 HSPA14 HSPE1-MOB4 HYCC2 IGF1R IKZF2 INHBA INO80D IRX3 ITM2B JAG1 KBTBD8 KCNH5 KDM3A KIAA1217 KIF2A KIF3A KIF5B KLF3 KLHL2 KLHL23 LAMP2 LCOR LEMD3 LIPT2-AS1 LIX1L LPA LRCH4 LRP1B LRP6 LRRN1 LYSMD3 MAGOH MAP3K8 MBNL2 MBTD1 MEF2D MEIOC MERTK MEX3D MMP11 MMS22L MOB4 MON2 MORF4L1 MOSMO MSI2 MYT1L NAA20 NANOS1 NCKAP1 NDFIP2 NEIL3 NFAT5 NHLRC2 NOTCH2 NOVA1 NPAS3 NR1D2 NR2C2 NR3C1 NRP1 NUFIP2 NUP98 OLA1 OLFML2B OPA3 OTUD4 OTUD6B OTX2 P2RY12 PAFAH1B2 PAIP1 PCDH18 PCDHB4 PCNX4 PCSK2 PCTP PDE10A PDE3A PDE4DIP PDGFD PDHA1 PDS5A PDS5B PHB1 PHF13 PIK3C2A PIK3R1 PIK3R4 PITPNB PITX2 PKP1 PLAG1 PLCB4 PLCXD1 PLN PLPP3 PNISR PNRC1 PPFIA2 PPM1A PPM1K PPP1R15B PPP4R2 PRR12 PSME4 PTCHD3 PTPN4 PTPRA PTPRE PTPRR PUM1 PUM2 PURA QKI RAB11FIP3 RAB14 RAB6B RAD21 RADX RALGDS RAPH1 RASA1 RB1CC1 RBFOX2 RBM12B RBM5 RC3H1 RFK RGL4 RICTOR RLIM RNF138 RNF220 RNMT RRAS2 SATB1 SBF2 SCAI SCAMP1 SCN2A SDC2 SEC22C SECISBP2L SEH1L SEMA3C SEPTIN9 SFPQ SH3GL3 SH3TC2 SIRT1 SLAIN2 SLC1A2 SLC25A31 SLC30A5 SLC35E3 SLC38A2 SLC44A1 SLC6A19 SLITRK4 SMAD7 SMARCA5 SNX30 SOX9 SPIN1 SPOCK3 SPOPL SPRED1 SPRY4 SRGAP3 ST8SIA4 STEAP3 STRN SYNJ1 SYT1 TAF4B TAOK1 TAS2R14 TASP1 TBC1D12 TBR1 TBRG4 TCEAL7 TCF7L2 TENT4B TENT5A TFRC TGFBR3 TLE1 TMEM132B TMEM196 TMEM70 TMOD2 TMPRSS12 TMTC2 TNFAIP8 TOB1 TPRA1 TRHDE TRIQK TSC22D2 TSHZ3 TVP23B TVP23C TWIST2 TXLNG U2SURP UBE2B UBE2H UBE3C UBR1 UBTD2 UBTF UFM1 USP1 USP24 USP25 USP32 USP42 VAMP4 VKORC1L1 WAC WDFY3 WDR72 WEE1 XRN2 YEATS2 ZC3H7B ZFX ZMYM6 ZNF143 ZNF230 ZNF280D ZNF486 ZNF529 ZNF532 ZSCAN4 ZSWIM6 MIR4790_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4790_3P ABCD2 ABI1 ADCY10 ADH1C AGPAT4 AIDA AJUBA ARFGEF2 ARL5B ATAD2B ATRX C1orf21 CAPN6 CEMIP CEP63 CFLAR CHDH CNOT6 CNOT6L COMMD3 DPYD EBF2 ENC1 ERAP1 FAXC FCHSD2 FMO5 FOXR2 GRP GSG1L HIKESHI KCNA3 LHFPL3 MAMLD1 MAP1A MAP9 MCCC2 MED26 MEX3C MYOM1 NAGS NDUFA12 NETO1 NLRP14 NRIP1 PATZ1 PDS5A PKP2 PMP22 PPFIBP1 PPP2R5A PROS1 PSAT1 RB1 RBFOX3 RBM27 RCHY1 REL RERE SERBP1 SERPINI2 SH3RF3 SLC35F1 SLMAP SOGA3 SOWAHC SRI STARD3NL STEAP2 SUCLA2 TEX55 TMED10 TMEM138 TOX3 TRAF2 UBL3 ULK2 VPS37A VPS37B WDR26 WDR43 WIPF1 WNK1 XKRX YBX3 ZNF124 MIR4790_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4790_5P BANK1 BEGAIN CBLIF CCDC198 DENND1B ELAVL3 FMR1 LRRN3 NCOR2 PSMG3 RAB3A SMPDL3A TMEM97 ULK1 VCP ZNF430 MIR4791 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4791 ADGRE3 ALAS1 ATP5MF BCOR BNIP3L C12orf29 CACNA1D CADM1 CDPF1 CHRM5 CRYBG3 CTCFL CYP24A1 DARS1 DHFR DVL3 EEIG2 EFCAB14 EFEMP1 EPM2A ERLIN2 ERP27 ETV1 FAM210B FBXL17 FTO GCH1 GPX5 IL11 IRF2BP2 ITGA2 LGI1 MAL2 MB21D2 MBNL2 MGA MYLIP NFASC NOTCH2 NT5E OCRL OPALIN PATL2 PCDH9 PGM2L1 PHACTR4 PHIP PLEKHA5 PSMC2 PTCHD4 S1PR1 SGCD SLC23A2 SLC25A40 SLC41A2 SLITRK1 STAU1 TCAIM TENM1 TMEM265 TRAF5 TRIM44 UBE2B USP49 UTP25 VTCN1 ZIC3 ZNF197 MIR4793_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4793_3P ADGRE2 ANK2 ATP2A2 ATP8A2 BCCIP BICD2 BTBD3 C3orf52 CAMSAP2 CANX CEP44 CHMP2B CLCN3 CSDE1 CSF1 DISC1 DTNA EFR3A EHMT1 ETV5 EXT1 FAM217B FNDC3A GABRA1 GATAD2A ISOC1 KBTBD11 KPNA3 LIN9 LMNB1 MAP3K1 MAP3K20 MAP4K4 MEAF6 MINPP1 MXI1 NKAIN2 NUP214 PAPOLG PDS5A PRKG1 PRRC2B RAPGEF2 RDH11 RNF103 RNF125 RNF169 RPRD1A SDK1 SERTM1 SESN3 SMAP1 SNX18 SNX3 SOWAHC SOX11 SPIN1 SREK1IP1 SSR1 TENM4 TIAM2 TMEM255A TRIP11 TTC14 VPS36 WDR1 ZFAND6 ZIC1 ZNF471 ZNF658 ZNF93 MIR4793_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4793_5P ACTC1 ANKH APP ARHGAP11A ARHGAP40 ARHGEF12 ARID2 ASXL2 ATF2 ATP2C1 ATP6V0E1 B3GNT9 BAGE2 BBS4 BCDIN3D BEND4 BET1L CHIC1 CHM CTDSPL CUX2 DOCK9 ELAVL2 ERC1 ERCC6L2 ESRRG EXOC6B FOXN2 FZD10 GRAMD2B H3-3B H3-5 IGF1 INPP5D ITGAE KRTAP6-3 LEPR MAP2K1 MDM4 MED13 NCKIPSD OPCML PCDHA2 PDCD10 PDE1C PLPP3 PMM2 PPM1A PPP2R5E RBM41 REPS2 SCN2A SHISAL1 SLC2A14 SLC2A3 SLC45A3 SMAD4 SNX1 SPANXN1 SPANXN5 SPRY3 STRN SUSD6 TAP2 TBC1D9 TCF12 TLR2 UQCRB UTP14C VLDLR WDR64 XPR1 ZC3H15 ZNF706 MIR4794 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4794 AAK1 APPL2 AREL1 ARHGAP21 ATP10B ATP1B4 ATP2A2 BAIAP2L1 BCL9L BTAF1 C15orf40 CACHD1 CAMK2G CBX5 CDC27 CDC42SE1 CNTNAP4 CRACD CUL3 CYP20A1 DCAF11 DDX3X DDX3Y DHODH DNASE2 EFHD1 ELP5 ENTPD1 FAM193A FAM199X FAT1 FBXO17 GALNTL6 GGCX GRAMD1B GRIK2 HDHD2 HIPK1 HMGCR HMOX2 JPT1 KCNN3 KDR LPP LRATD1 LRCH1 LRRC7 MAPK6 MAPK8 MTHFSD NETO1 NR4A3 NTRK2 PANK3 PDE1B PHACTR4 PHLDB1 PPARD PRKG1 PSAP PSME3IP1 RALB REPS2 RHOBTB3 RSBN1L SCAF11 SEC23A SEPTIN7 SLC16A10 SLC19A2 SLC2A4 SLC7A14 SMAP1 SORD SORT1 SPATA5L1 SPRR2E SRGAP2 SYNE2 SYT1 TBC1D2B TCEAL7 TCEAL8 TCEANC2 TMEM108 TMEM135 TMEM245 TMEM38A TNFRSF25 TPD52L1 TRAF3IP2 WDR1 WIPF3 YARS2 ZBTB4 ZFAND3 ZNF37A ZNF544 ZNF629 ZNF74 ZNF776 MIR4795_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4795_3P A2ML1 AASDHPPT ABCA5 ABCD3 ABHD18 ABI1 ACAN ACVR2A ACVR2B ADAMTS4 ADAMTS6 ADCYAP1 ADH4 ADHFE1 AFF4 AFG1L AGTR2 AHR AIG1 AKAP13 AKAP4 AKR1B10 ALDH1L2 ALS2 AMACR AMFR AMMECR1L ANGPT1 ANK3 ANKDD1A ANKRD29 ANKRD42 ANO2 ANTXR1 ANTXR2 ANXA8 ANXA8L1 AOPEP AP3B1 APPL1 ARHGEF38 ARID1A ARID2 ARL11 ARL5A ARMC1 ARMT1 ARSJ ARSK ASAH2B ASTN1 ATG16L1 ATG3 ATG4A ATG7 ATP1A2 ATP5IF1 ATP8B1 ATXN1L B4GALT4 BAIAP2L1 BCAP29 BCO1 BDH2 BDNF BICD2 BIRC6 BLTP1 BLZF1 BMP3 BOLL BRAT1 BRD3 BRPF3 BRWD3 BTLA BUB1B C11orf87 C17orf75 C18orf25 C1RL C21orf62 C21orf91 C2CD4A C3orf80 C5orf34 C6orf136 C7orf57 C8orf34 C9orf153 CA1 CACNA1A CADM1 CADM2 CALCB CALHM1 CALHM3 CAMK2A CAMK4 CASK CASP1 CASP3 CASP9 CAVIN2 CCDC13 CCDC14 CCDC149 CCDC186 CCDC25 CCDC32 CCL28 CCP110 CCR1 CCSER1 CD84 CDC14A CDC5L CDCA7 CDH7 CDK13 CDK20 CEACAM1 CELF2 CEP57L1 CEPT1 CERS6 CFAP299 CFAP91 CFHR3 CFHR4 CHCHD3 CHD1L CHEK1 CHMP5 CHRNA5 CHST11 CHST7 CHUK CHURC1 CIAO2A CISH CLCC1 CLEC12B CLEC1A CMSS1 CNOT4 CNTN1 CNTNAP2 COA8 COBLL1 COL11A1 COL12A1 COMMD2 COQ9 CORO2A CPSF7 CREB5 CRIPT CSF1 CSF2RA CTDSPL2 CTR9 CXorf38 CYP1B1 CYS1 DAP3 DBF4 DBNDD2 DCAF13 DCDC2 DCLK1 DDX21 DENND1B DERA DIO3 DLG1 DLK1 DNAH14 DNAJB9 DNAJC1 DOCK7 DTD1 DTL DUSP28 DYM DYNLT3 DYRK2 EBF1 EDA2R EEF1AKMT2 EFCAB5 EFR3A EGFL6 EIF4A2 EIF4A3 ELAVL2 ELAVL4 ENPP2 ENSG00000273590 ENSG00000274333 ENSG00000276077 ENSG00000277067 EPGN EPHA5 EPHA7 EPHB1 EPOR EPS15 EREG ERGIC2 ERICH4 ERVV-1 ESCO1 ESRP1 ESRRG ETS2 ETV1 EXD2 EXOSC9 F9 FABP3 FABP4 FAM111A FAM13B FAM168A FAM216B FAM78A FAP FAT4 FBN1 FBN2 FBRSL1 FBXO25 FBXO6 FCHO2 FGD2 FGF12 FGF7 FGG FLT4 FMC1-LUC7L2 FMN2 FNIP2 FNTB FPGT FRK FRMPD4 FRYL FRZB FUT9 FXN FYB1 FZD2 GABPA GABRA1 GABRA4 GABRA5 GABRB2 GARIN3 GARRE1 GATA3 GFRAL GGT6 GIMAP8 GJA3 GK GLE1 GLIPR1 GLRB GLS GLYAT GMPPB GNB5 GNE GOLGB1 GOSR1 GPATCH2L GPBP1 GPR137B GRB2 GRIK1 GRIK2 GRM5 GRM8 GSDMC GSK3B GSTA3 GTF2F1 GUCY1A1 GUCY1A2 HBS1L HECA HECTD2 HERC3 HGF HMCN1 HMOX1 HNMT HOMEZ HOOK3 HOXA13 HOXB5 HOXB6 HOXC8 HPN HPS5 HSD11B1 HSFX3 HSPB8 HSPE1 HYDIN IDS IFFO1 IFI44 IGBP1 IKZF2 IL11 IL15 IL17A IL17D IL1F10 IL36G IL7 INPP5D ISCU ISL2 IVD JARID2 JMY JPH1 KCNB1 KCNH2 KCNJ5-AS1 KCNMA1 KCNN3 KCNT2 KDM6A KHDRBS2 KIAA1549L KIRREL1 KL KLF17 KLHL41 KLHL7 KLHL9 KMT2A KMT5A KRCC1 L2HGDH L3MBTL4 LACC1 LACTB2 LAMTOR3 LARP6 LAS1L LCE2B LCE2C LDLRAD2 LIN9 LINGO1 LMBRD2 LMO4 LOC102724701 LPP LRFN4 LRRC55 LRRC74B LRRTM3 LTN1 LUC7L2 M1AP MACC1 MAGEB5 MAK MAN1A1 MAP3K2 MAP3K7 MAP9 MAPK10 MARCHF3 MAT2B MBLAC2 MBOAT1 MBP MBTD1 MCHR2 MDGA2 MDH1 MDM4 MED11 MED17 MEF2D METTL17 METTL25 MEX3A MFAP4 MGAT3 MIA2 MID1IP1 MINAR1 MIPOL1 MLANA MMAA MME MMP20 MMRN1 MMS22L MOCS2 MOG MR1 MRPL13 MRPL57 MRS2 MSR1 MSRB3 MTAP MUC17 MXRA5 MYBL1 MYD88 MYO1B MYOZ3 NACC2 NALF1 NAT1 NCAN NCAPH NCK1 NCOA7 NDUFS1 NEGR1 NETO1 NEUROD6 NFAT5 NFIA NFKB1 NFXL1 NHLRC2 NIBAN1 NIPA2 NLGN4X NOLC1 NOX1 NPAS2 NPAT NPTXR NR1D2 NRAP NSL1 NUFIP2 NUP133 NUP43 NWD1 NXF2 NXF2B NXF5 OCLN ODAPH ODR4 OLFM3 ONECUT2 OSTF1 PATE1 PAX2 PCDH11X PCDH11Y PCDH7 PDE7B PDLIM5 PDZD8 PDZRN4 PEX13 PEX5L PGBD1 PGC PHACTR2 PI15 PIAS2 PKHD1 PLXNA4 PNLIPRP3 PNN PNRC1 POFUT1 POGLUT2 PPARGC1A PPAT PPBP PPDPFL PPFIA2 PPIF PPIL1 PPIL6 PPP1R10 PPP1R12B PPP3CA PPP4R3A PREX2 PRKD1 PRKX PRPF8 PSMA1 PTGS2 PTPN12 PTPN20 PTPN4 PTPRD PWWP2A QPRT QRSL1 RAB30 RABGEF1 RABL3 RALGPS1 RANBP3L RASAL2 RASSF6 RECK REG1A REG3G RELCH REP15 REPS2 RFTN2 RFX4 RGPD4 RGPD5 RGPD6 RGPD8 RGR RGS10 RGS20 RIMS1 RINL RO60 RORA RP2 RPSA RSBN1 RSPO3 RTN4RL1 RWDD4 RXRG S1PR3 SAE1 SAMSN1 SCRN1 SELENOI SEMA3D SEMA6D SEPSECS SEPTIN7 SERPINE1 SESN1 SETBP1 SETD5 SETD9 SFRP4 SGCB SGK3 SGPP1 SH2D1A SH3BGRL2 SHH SHISA3 SHISAL1 SLC16A7 SLC16A9 SLC20A2 SLC25A30 SLC25A53 SLC26A7 SLC27A6 SLC2A11 SLC2A13 SLC45A1 SLC49A4 SLC6A15 SLC7A14 SLC7A4 SLCO1A2 SLFN13 SMAD9 SMCHD1 SMIM11 SNCA SNRPN SNURF SOX6 SPAST SPATA18 SPATA2 SPATA4 SPATA6 SPOUT1 SPRY4 SRD5A3 SRFBP1 SRSF12 SSBP3 ST6GALNAC5 ST8SIA3 STAM2 STC1 STEAP2 STK17B SULT6B1 SUPT3H SYNJ2BP SYNPO2 SYS1 SYT10 TAOK3 TBC1D9B TBCA TBX3 TCAIM TCEAL9 TCEANC2 TCHH TCIM TCTN1 TDO2 TECPR2 TET1 TET2 TEX14 TFE3 TFEC TGFBI THAP3 TLCD4 TMCO4 TMED5 TMEM100 TMEM170B TMEM182 TMEM19 TMEM216 TMEM266 TMEM33 TMEM41B TMEM70 TMPO TMPRSS13 TMPRSS15 TMTC1 TMX1 TMX4 TNC TNFAIP2 TNFAIP3 TNFAIP8L3 TNN TNS2 TOB1 TRADD TRAF6 TRDN TRIM8 TRIP6 TRMT10A TRMT9B TRPC5 TRPS1 TSC22D4 TSHZ3 TSPO2 TUBGCP4 TYRP1 UBA3 UBE2V2 UBE2W UBE3C UBLCP1 UGT8 UNC5D USP12 USP14 USP45 UTRN VCPIP1 VEZF1 VGLL1 VPS13A VPS13C VPS35 VPS4B VWA8 VWC2 WASHC3 WDR35 WDR64 WFDC13 WIPI1 WWC1 XIRP2 XPO7 YIPF5 YIPF6 ZBTB20 ZBTB21 ZBTB41 ZBTB7C ZBTB8B ZDHHC15 ZDHHC20 ZFAND5 ZFC3H1 ZFHX3 ZFR ZIC2 ZIC5 ZKSCAN8 ZNF135 ZNF148 ZNF208 ZNF211 ZNF224 ZNF333 ZNF33B ZNF346 ZNF432 ZNF567 ZNF639 ZNF695 ZNF703 ZNF74 ZNF777 MIR4795_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4795_5P ADD3 AKAP10 ANGPT4 ATOSA BLCAP CACNA2D2 CAMK2D CAMSAP2 CBLIF CDH10 CDH2 CELF3 CEMIP CFHR3 CNIH3 COBLL1 DCBLD2 DNPEP DOK2 DYNAP E2F3 EDAR EPB41L2 ERCC4 ERMP1 FMR1 FNDC7 FSTL1 GALNT16 GLB1 GRM5 GYG1 HDAC4 KLHDC8A LUZP1 LYZL6 MAPK1 MARCHF2 MIER2 MOB1B NFS1 NPAS3 PGK1 PIP4P1 PKN2 PLEKHA8 PROX1 PRRG1 RBM5 RIOX2 SATB2 SHISA7 SHISA9 SLAMF6 SLC14A1 SLC25A26 SOGA1 SPARCL1 SPX SSB STIM1 TCF4 TERF2 THTPA UBASH3A UBE2H UNC5C VCPKMT ZNF124 ZNF148 ZNF316 ZNF681 MIR4796_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4796_3P AAK1 ABCA1 ACIN1 ACTR1A ADAM9 ADH4 AGFG1 AIFM2 AKAP11 ANKIB1 ANKRD33B ANKRD42 ANO6 APBB2 API5 APPL1 ARID4A ARMC8 ATG16L1 B2M BECN1 BMP2 BRMS1L BTBD10 BTG3 C3orf70 C6orf62 CAND1 CAPRIN2 CBFB CBLN4 CCL28 CCND1 CD69 CDH1 CEP120 CEP170 CEP97 CHRM2 COPS2 CORO2B CPQ CRY2 CYP3A5 DDHD1 DENND1B DENND5B DERL2 DLG4 DLGAP1 DNAJC27 DOCK4 DSP DTD1 DUSP2 E2F5 EAF1 EBF1 EGLN3 EGR3 EIF4A2 ELL ENO4 ENPP5 EPHA4 ERP44 ESRRG ETV1 EZH1 F3 FAM117B FBXL3 FBXL5 FER FGD5 FGF12 FJX1 FMNL3 FMO3 FOXJ3 FRMD6 FRS2 FSD1L FYCO1 FZD3 FZD7 GARS1 GLUD1 GOLGA7 GPATCH11 GPR137B GPR6 GPR63 GXYLT1 HAUS8 HCN4 HRH1 HSPA8 IKZF4 IL17RD IL6ST ITGA4 ITGB8 ITPRIPL2 JPT1 KCNB1 KCNE4 KCNK10 KDM5B KIF5B KLHL2 KLHL24 KLHL29 KLHL8 KPNA4 KTI12 LAMA3 LAMP3 LCE2A LDLRAP1 LIMK1 LIMK2 LIX1L LYZL4 MACF1 MAML3 MARVELD2 MASTL MED12L MINDY2 MTSS2 MYF5 MYLIP MYT1L NAGK NEDD4L NFAT5 NIN NOTCH2NLA NPAT NRIP1 NRIP3 NUCKS1 OSM OTUD1 OTUD4 PALS2 PAPLN PCGF2 PCM1 PCSK5 PDE7A PDZD8 PEX5L PHAF1 PKD2 PLEKHA3 POLR3K POU1F1 PPP1R3B PRKCA PRR15 PRRG1 PTPN4 PURA RAB8B RAP2C RASD1 RASGRF2 RASL11B REL REST RETREG3 REV3L RGMB RIMBP2 RLIM RNF128 RNF13 RNF217 RPS6KA3 RPS6KA4 RPS6KA5 RPUSD2 SACS SAMD12 SASH3 SCARB2 SCN1A SEMA4B SERTAD2 SESN3 SGIP1 SH3BP5 SH3PXD2A SLAIN2 SLC11A2 SLC16A6 SLC24A2 SLC25A13 SLC39A9 SLF2 SMIM15 SMURF1 SSH2 SSU72 STARD13 STRIP2 SYT7 TBC1D9 TEDC2 TENT5D TET3 TFB1M TGFBR2 TIMM44 TMEM127 TMEM18 TNFRSF21 TOMM70 TRIM3 TRIM36 TRIP10 TRIP11 TSC22D2 TSEN15 TTR TXNIP U2SURP UBE2D1 UBE3C UNC80 UPK2 USP46 USP9Y UVRAG VANGL1 VASH2 VASP WDR36 ZBTB33 ZFHX3 ZFP36L2 ZFYVE26 ZFYVE9 ZNF561 ZNF780B ZNF800 ZNFX1 MIR4796_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4796_5P ABHD10 ADH4 AFG1L ANAPC16 APC ARL8B ASXL3 ATP8A1 AUTS2 B4GALT6 BLTP2 C1QL3 CAPS2 CCDC186 CCDC32 CDYL CHD6 CTNNA3 CUX2 CYP27C1 CYTIP DSG2 DUSP16 EDEM3 EDN3 EGF EPHA7 ETS1 EXPH5 FBXO47 FKBP1A FOXN2 FRS2 GAS1 GLS2 HHIP HIVEP1 IKZF2 IRF2BPL LAX1 LEPR LMX1A LRRC18 MAIP1 MGAT4A MYO5B N4BP2L2 NIP7 NOD2 PABPC1L2B PACRG PAX4 PAX6 PCDH18 PCDHB9 PDE11A PLEKHB1 PMP2 PRDM2 PREX2 RAB3B RANBP3L REEP1 REV3L RIMS1 RND1 RNF152 RPS6KA6 RTF1 RWDD3 SCAF8 SHROOM3 SKP2 SLC16A14 SLC25A17 SLC44A5 SNAP25 SNTB1 SNX12 SNX25 SP100 ST6GALNAC5 THEG5 TMEFF2 TRAPPC3L TRMT11 UNK USP31 USP42 VCAM1 VEPH1 VWC2 WDHD1 WSB1 ZNF652 ZNF709 ZNF81 ZNF84 ZNF91 MIR4797_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4797_3P ABCD3 ACVR1C ALG6 ARL15 ARPC5 ATP11AUN BACH1 BOD1L1 CACNA2D3 CALCR CALU CBLB CBX5 CD151 CDYL2 CLXN CNOT2 CNTNAP5 CPEB3 CPEB4 CYRIB DEFB118 DIO2 DLGAP1 DNAJC27 EML4 ERC1 FAM204A FBXL14 FBXO42 FCAR GABRB2 GALK2 GLIPR2 GTF2H5 HOXA5 IRAK1BP1 ITGAV KPNA1 LGALS8 LHFPL3 LIMCH1 LPAR4 LRRC2 LYST MAPRE1 MATN3 MCPH1 MDC1 MFAP3 MIPOL1 MRPL22 MSI1 MYLIP MYOZ3 NAA25 NEDD4 NOLC1 NSD3 PAK2 PBX3 PGAP1 PHAX PPP1R12A PSMD2 PTPRG PXN RAB11FIP1 RAB3C RIF1 SCAI SCLT1 SGPP1 SLC4A5 SLITRK6 SNRPB2 SNTG1 SOX11 SPACA9 SREK1IP1 SYNM SYT15 TAC1 TAF2 TEDDM1 TGIF1 TINAG TRAK2 TTC17 TULP4 UBD UGCG WFDC11 WNT10B ZCWPW2 ZDHHC11 ZFYVE28 ZMYM4 ZNF432 ZSCAN25 MIR4797_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4797_5P ACLY AFF2 AFF4 AKAP5 ANXA1 APBB3 ARGLU1 ARHGEF12 ARPP19 B4GALT4 BAG3 BCL11B BRD2 CA12 CACUL1 CBLN1 CC2D1B CCNG2 CCNT2 CCNY CDKN1B CES3 CFAP418 CHCHD5 CHD6 CIAO2A CILP CIP2A CPEB2 CREBBP CYP2C18 CYP2C8 CYP2C9 DCUN1D4 DIAPH3 DUSP6 DYNC2LI1 EIF2B3 EPHA5 ERG ERP27 FAM133B FAM13C FLRT2 FNDC3B FRY GABPB1 GALNT7 GORAB GPR12 HNRNPU HOXC6 IGFBP5 JKAMP KAT6A KCTD1 KCTD20 KCTD9 KDM5B KIF20B KIF5A KLF12 LHX2 MACIR MAP2 MAPK8IP3 MCMDC2 MEOX2 MRNIP MRPL19 NEK6 NFIA NOVA1 NR4A3 NXT2 PALM2AKAP2 PAXIP1 PDE5A PDZK1 PIAS1 PIK3CA PPFIA2 PPP1R16B PPP1R18 PRKD1 PTPRD RAB4A REEP3 RNF19A RTN1 RUBCN RXRG SEPTIN11 SERINC5 SHROOM2 SLC25A36 SLC37A2 SMC3 SOGA1 SRSF12 STAC STEAP2 STXBP1 SULF1 SYTL2 TMEM68 TRA2B TRMT10A TSG101 TSPAN3 UNC13A USP6NL ZBTB24 ZHX1 ZMIZ1 ZNF215 ZNF343 ZNF396 ZNF75D MIR4798_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4798_3P ARID4A ATP2A2 DNER PLPPR4 QDPR RAB28 SEC11A SPRTN TASOR TFAM TM6SF1 TSHZ1 MIR4799_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4799_3P ABRAXAS2 ACKR3 AFDN AGAP1 ALPK3 ANP32E ARHGEF38 ARMC1 BACH2 BCORL1 BNIP1 BRWD3 BTBD1 BTBD7 CDC26 CDX2 CHST15 COBLL1 COL13A1 CREBRF DKK2 DLEU7 DNAJC24 DPY19L2 EBAG9 EGLN1 ERICH3 FAM171A1 FBXO33 FOXJ3 GAN GCNT2 GPAT3 GTF2E1 GTSF1 HYCC2 ISX JMJD1C KRT32 KRT74 L3HYPDH LEPROTL1 LRIG3 LSM8 MAP2 MGAM MRGBP MUSTN1 MYBL1 N4BP2L1 NBEA NF1 NKAIN2 OSTF1 PDE6A PHACTR2 PIK3R1 PLPPR1 PLXDC2 PLXNA2 PPFIBP1 PPP1R9B RAB3C RER1 REST RIOK3 SC5D SDK2 SF3B1 SHOC2 SLC25A4 SLC38A2 SND1 STARD13 STIMATE-MUSTN1 STOX2 SV2C TAFA3 TLR2 TNP1 UBE2G1 USP16 VANGL1 WASL WRNIP1 XAGE1B YY1 ZNF512B MIR4799_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4799_5P ABHD13 ACVR1 ACVR1C ADAM17 AGGF1 AKR7A3 ALCAM ALDH1A3 ALKAL1 ANGPT1 ANKRD12 ANKRD52 ANTXR2 AP3B1 APBA2 APOLD1 APPBP2 ARFGEF3 ARHGAP32 ARHGAP6 ARID2 ARL8B ASPH ATAD2B ATE1 ATG3 ATP6AP2 AVL9 AZIN1 B4GALT6 BAHD1 BCL11A BMAL2 BMT2 BMX BOLA3 BRD1 BRMS1L BRWD3 BTBD3 BTG1 C11orf54 C11orf58 C14orf28 C1QL3 C21orf91 C2CD6 C5orf15 C8orf34 CAMK4 CAMSAP2 CAMTA1 CARNMT1 CASP10 CCDC141 CCDC148 CCDC186 CCDC39 CCDC73 CCDC91 CD1D CDC14A CENPK CENPW CEP68 CFAP44 CFHR5 CHD1 CHSY3 CHUK CLGN CLHC1 CLIP1 CLK4 CNIH3 CNOT1 CNOT6L CNST CNTN1 CPEB2 CPNE8 CREB5 CRISPLD1 CRPPA CTBP1 CUL5 CYP4V2 DAZ2 DAZL DCX DDHD2 DDO DDX42 DEFB134 DENND4C DENND5B DGKE DISC1 DMGDH DNAL1 DR1 DSC3 DYRK2 E2F4 EBF3 EFEMP1 EFNA5 EIF3A ELMOD2 EML4 ENTPD4 EPHA7 EXOC5 FAM111A FAM114A1 FAM200B FAM20B FAM76B FAT1 FBXL18 FBXO30 FGF13 FIGN FLVCR1 FRMPD4 FSD2 FUBP3 FUNDC1 FZD3 G6PC2 GAB1 GALR1 GBP1 GDAP2 GGACT GHITM GK5 GLCE GLO1 GNAS GNG2 GOSR2 GPAM GRM3 GRSF1 GZMK HACD1 HACD3 HACE1 HDHD2 HEATR6 HIF1A HLTF HOMER1 HOXD3 HPRT1 HSPA13 IGF2BP2 IKZF5 IL17A ING3 INSIG2 IPMK IQCE IRS1 ITGB8 KCNJ6 KCNK1 KDM6A KDM7A KIAA0408 KIF20B KLHL29 KLHL42 KPNA3 KRAS LARP4 LATS1 LCMT2 LEPROT LGSN LIN54 LPP LRP6 LRRC58 LSM11 LYSET LZTFL1 MAGEB4 MAK16 MAPK1 MCIDAS MECP2 MEGF10 METTL9 MIGA1 MINDY2 MIS18BP1 MITF MMP1 MOB1B MRC1 MTX3 MXD1 MYOCD MYRIP NAA16 NAMPT NCEH1 NDFIP2 NDST3 NEGR1 NEK4 NFAT5 NHS NIN NLK NOVA1 NR2C2 NR4A2 NTNG1 NUCKS1 NUF2 NUMB NUP155 OMD OSBPL8 OTUD6B P2RY6 PCDH17 PCDHB12 PCDHB7 PCGF5 PDE10A PDE3A PDLIM5 PEX5L PFDN4 PGRMC1 PHC3 PHF6 PHF8 PHKB PI4K2B PIAS1 PIK3R1 PJA2 PLEKHA5 PLET1 PLPP5 PLS1 PMS1 POC1B POLR1D PPFIA1 PPM1A PRKAA1 PRKACB PRKDC PROX1 PRRG4 PSMC3IP PTAR1 PTGIR PTPN4 PYGO1 R3HDM4 RAB1A RABGAP1L RAD51AP1 RALA RASSF8 RB1 RBM39 RCAN2 RCBTB1 REV3L RFTN2 RFX3 RGS13 RGS22 RGS5 RHOA RNF11 RNF165 RNGTT RNLS RORA RPS6KA6 SAMD4B SAR1B SASS6 SCYL2 SDC2 SEC62 SEMA3D SEPTIN7 SERBP1 SERTAD2 SESTD1 SETD9 SF3B1 SFT2D3 SGIP1 SGK1 SGPP1 SKI SKIL SLC16A7 SLC19A2 SLC25A21 SLC2A13 SLC30A6 SLC30A7 SLC44A1 SMAD2 SMAD9 SMARCAD1 SMPD3 SNX10 SOCS6 SOGA3 SOS1 SPAG1 SPATA13 SPRY4 ST8SIA3 STK39 SYNCRIP SYNM TAF5 TAOK1 TBC1D20 TBC1D4 TBC1D8B TBL1XR1 TBX18 TC2N TENM3 TENT5D TESMIN TFAM THSD4 THSD7A THUMPD1 TM9SF3 TMCC1 TMED7 TMEM106B TMEM135 TMEM47 TMEM74 TMF1 TMX3 TNFSF11 TOM1L1 TOMM70 TRDN TRIM2 TRPC5 TSN TTBK2 TTI2 TTPA TULP4 TWF1 TXLNB UNC5D USO1 USP31 USP9X UTP14C VAPA VCPIP1 VDAC2 VEZT VGLL3 VIRMA VMP1 VNN1 WIF1 WNK3 XK YTHDF1 ZBTB10 ZBTB20 ZBTB33 ZBTB39 ZBTB4 ZCCHC2 ZCWPW2 ZEB1 ZEB2 ZFP42 ZMYM2 ZMYND11 ZNF322 ZNF362 ZNF451 ZNF492 ZNF550 ZNF608 ZNF718 ZNF740 ZSWIM6 ZYG11B MIR4800_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4800_5P ANKIB1 ARMC1 CIT COL19A1 CRMP1 CYP2F1 GIGYF1 GPR146 HTR2A INA ITGB1BP1 KCND1 KCND2 LPO LRRC36 MIS12 PHF3 PSMA8 SECISBP2L SGCZ SLC39A9 SMCO4 ZNF138 ZNF732 MIR4801 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4801 ABHD13 ABI1 ABLIM3 ACTR10 ADAMTS10 ADRB1 AGFG1 AKAP9 ALG10B ANK3 ANKRD27 ARHGAP32 ARL5A ARNT ASAH2B ASIC2 ATP2B4 AUTS2 BAZ1B BAZ2B BIRC6 BMPR1A BMPR2 BRWD3 C15orf62 CACNA1C CCDC136 CCDC184 CCDC71L CCDC85A CCL23 CCNL1 CERT1 CFAP61 CHRDL1 CLDN8 CLEC14A CNNM4 CNOT1 CNOT7 CNTRL CRKL CSNK1D CTDSPL2 CXCR4 CYRIA DACH1 DACT1 DCAF5 DDX3X DGKE DHX38 DIP2B DIPK2A DNAI4 DNAJC27 DOCK10 DOCK3 DUSP4 ELL2 EPHA5 ERC2 ERLIN1 FAM117A FAM193A FAM199X FAM91A1 FAT3 FBXL5 FGF13 FOXO3 GABRA6 GAD2 GLRA2 GOLGA7 GORASP2 GPM6A GPM6B GTPBP3 HACD3 HECTD1 HECTD2 HIPK1 HIVEP1 HMGB2 HOXA5 HSPD1 HSPH1 IMMT INO80D IRF5 ITGB5 IYD JAG2 KBTBD8 KIF26B KSR2 LDHA LRP12 LRRTM3 LRRTM4 LSM4 LUC7L3 MACO1 MAP7D3 MBNL3 MCHR2 MECP2 MEST MEX3D MFSD6 MOSPD1 MPDZ MSR1 NAP1L3 NAT1 NDFIP1 NDRG4 NDUFAF6 NECTIN1 NETO1 NF1 NFAT5 NIPSNAP2 NOTCH2 NOVA1 NR4A1 NRIP3 NRN1 NRP1 NUAK2 NUDT16 NUFIP2 NUP54 NUTF2 NWD2 OTUD1 PABIR3 PAPOLG PARPBP PCDH9 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHAC1 PCDHAC2 PHC3 PHF3 PHLDA1 PI4K2B PITPNB PLIN1 PMCH PNN POLR1B PPP1R15B PPP4R2 PRKAG2 PRTG PSD3 PTGFRN PTPN4 PTPN9 PTPRK PUM1 PUM2 QRICH1 RAB9B RANBP3L RAP1A RB1 RBM27 RBX1 RC3H1 RFX3 RIMKLB RIMS3 RNF11 RNF139 RNF2 RNF220 RNPS1 ROBO2 RORA RRAS2 RTN4R RYBP SAMSN1 SCG2 SCGB2A1 SEC23IP SEH1L SF3B1 SFMBT2 SGIP1 SGTB SIN3A SLC16A1 SLC26A5 SMG7 SNRPB2 SORL1 SPAG16 SPC24 SPCS2 SPHKAP SPOCK3 SPRY4 SPTLC1 SRGAP2 SRP68 ST8SIA4 SYT1 TATDN2 TBC1D8B TEAD3 TENT4B TLX1 TMA16 TMEM106B TMEM35A TMX4 TNFRSF19 TOB1 TOP1 TP53INP1 TP53TG3 TP53TG3B TP53TG3D TRIO TSC22D2 TULP4 TXLNG UBA2 UBE2B UBE2D2 UBE2H UBE3A UBR3 UCK2 UGT2A3 USP1 USP24 USP38 USPL1 VSNL1 WDR47 WEE1 YWHAH ZC3H12C ZC3H6 ZCCHC17 ZFHX3 ZFP14 ZFPM2 ZFR ZIC4 ZMYND8 ZNF143 ZNF382 ZNF605 ZNF652 ZNF706 ZNF804A MIR4802_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4802_3P ACAT2 ACKR4 ADGRF3 ADRA1A ADRB2 AFF2 AJAP1 ANGEL1 ANKRD34A ANKRD34C ARF3 ATOSA BAHD1 BUB1 C6orf118 CADM2 CADPS CAMKK2 CAST CBLL1 CCSAP CDC42SE1 CDH2 CEACAM1 CEP350 CERT1 CFAP300 CHD6 COL15A1 COLEC11 COPS4 CREBL2 CREBRF CSF2RB CTDSPL2 CYP26B1 DNAJB1 DOP1B DPH6 ELK4 EXT2 FAM227B FAM228A FBN1 FBXO8 FGL2 FOS GABARAPL1 GABRA2 GAPVD1 GATA6 GNS GPR171 GRIA2 HAP1 HOMER1 HOXA13 HS3ST5 HTR3E IPP IQCA1 KANSL1 KCNH8 KCNMA1 KCTD18 KHDRBS2 KIF5C KLC4 KLF3 KRTAP4-12 LAMP2 LENG8 MAGI2 MAP7 MAPK9 MED29 MEIS2 METAP2 MIB1 MIER3 MLLT3 MMP25 MNT MOXD1 MPP7 MTCP1 MYOG NCAPH NDST3 NDUFS4 NEMP1 NFIB NMI NREP NRIP1 NRXN1 NUFIP2 NUTF2 PAQR3 PCDH1 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 PDCD7 PIK3C2A PITX1 PLCB1 PNRC1 PPP1R8 PRR18 PTPRR RAB11A RABGAP1L RAI14 RASAL2 RGMB RHOJ RYBP SATB2 SDCBP SEC62 SLBP SLC25A16 SLC2A13 SLTM SOX11 SOX2 SPACDR STUM STXBP5 TACC1 TMCC1 TMX3 TRPC1 TUBA1B TWF1 TXNRD1 UBE2A UBE2QL1 USP21 UTP15 UVRAG VPS35 WDFY3 WDR26 WDR82 YWHAZ ZCRB1 ZDBF2 ZDHHC15 ZEB1 ZFP36L2 ZFYVE28 ZNF124 MIR4802_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4802_5P ABHD13 AGBL1 ATAD2B ATAT1 ATP1B1 BAX C16orf46 CALM2 CAPN6 CAPZB CBLB CCL4 CCNA1 CCNL1 CTNNA3 CUL2 DCLK1 DLX6 DNAJA2 EDIL3 EIF5 ESRRG FAM169BP FILIP1L FUBP3 GALP GDPD4 HECW1 HGF HMGN4 HOMER1 ITGA4 KDM2A LAMA1 LMLN LMO7DN MAT2B MDGA2 MPDU1 NMT2 OR2H1 ORMDL2 PEAK1 PEG10 PRUNE2 RBMY1A1 RBMY1D RBMY1E RBMY1F RSL1D1 SCAMP1 SH3RF1 SMS SPAG1 SPAG17 STOX2 TFAP2D TRIM41 TTI2 VWC2 WASF1 WNT16 YTHDC1 ZFP91 MIR4803 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4803 AAK1 ABCC4 ACP3 ACSL3 ACSM5 ACVR1C ADAM22 ADAMTS1 ADAMTS9 ADCYAP1 ADGRL3 ADSS2 AGFG1 AKAIN1 ANGPT2 ANKRD27 ANTXR2 AP1S3 APBB2 APELA APPL1 ARAF ARL2BP ARL5A ARMC8 ARPP19 ASAH1 ASAP2 ASTN2 ASZ1 ATP10A ATP2B1 ATP6V1A ATP6V1B1 BCL11A BCL2L11 BDNF BEND4 BMP2K BNC2 BPNT2 BRINP3 BRWD1 BTN2A2 BTRC C14orf39 C8orf44-SGK3 C8orf76 CAAP1 CADM2 CALCRL CALD1 CALHM4 CAMSAP2 CAPRIN1 CAV2 CBLN4 CC2D2B CCDC14 CCDC141 CCDC28A CCNT2 CD109 CDK17 CDK6 CDKN1B CDYL CENPJ CEP170 CFAP97 CHAC2 CHAMP1 CHD1 CHIC1 CHL1 CHRNA5 CKS1B CLEC6A CMSS1 CNOT8 COL19A1 COL21A1 COL25A1 COL4A3 COX15 CREB1 CREBBP CRYBG3 CSNK1G3 CSTF2T CTPS1 CTTNBP2 DACH1 DAZAP1 DCLRE1A DCT DCUN1D5 DDB2 DDHD1 DDIT4L DENND5A DEPDC1 DERL3 DGCR2 DLG2 DNAJC16 DNAJC21 DOCK4 DPY19L4 DSG1 DYRK4 EDNRB EGR1 EIF2S3 EIF3J EIF4A2 ELAVL2 ELK4 EMB EPC1 EPHX4 ERCC3 EREG ESYT2 ETNK1 EVI2B F8 FAAH2 FAM114A1 FAM117B FAM210A FAM91A1 FBXL3 FBXO3 FBXO33 FBXW11 FGB FGD4 FGD6 FGF7 FGFR1 FHIP1B FKBP6 FLVCR1 FOXJ3 FPGT-TNNI3K FRMPD4 FUS GABPA GABRA4 GABRB3 GAN GATA2 GDA GIMAP6 GLCCI1 GLI3 GLS GNAI1 GNAI3 GOLGA6C GPM6A GPNMB GRAMD2B GRID1 GRM1 GSE1 GTF2A1 GTF2H2 GTPBP10 H2AZ2 HACE1 HAUS6 HBEGF HEATR5A HECW2 HHIP HNRNPH1 HOOK3 HORMAD1 HOXB2 HOXC6 ICA1L ICE2 IGFBP5 IL12A IL1RAP INO80D IPMK IQCH ITM2B JUN JUND JUP KCNQ3 KCTD8 KHDRBS3 KIAA2026 KIFBP KLF11 KLHL28 KLRC1 KLRC2 KMT5B L3MBTL3 LAMC1 LEPROT LEPROTL1 LIFR LIMCH1 LIN9 LMLN LPCAT2 LRP12 LRP6 LRP8 LRR1 LTBP1 LUC7L MACC1 MAGEB6 MAN1A1 MAP2K6 MAPK7 MDFIC MEF2C MGST1 MIGA1 MINDY3 MKRN3 MKX MMP3 MON2 MOSPD1 MPPED2 MRPS17 MTMR6 MTMR9 MTSS1 MYO3B MYT1 N4BP1 NANP NCAM1 NCAM2 NCBP3 NDUFAF4 NEFM NHLH2 NKX2-5 NMNAT2 NPAP1 NR3C1 NRARP NRCAM NRXN1 NSMCE3 OBI1 OMA1 OSBPL6 OTUD6B PAK3 PALM2AKAP2 PAPPA PAX6 PAXIP1 PBX1 PCDH19 PCGF3 PCMTD1 PDE4B PDZD2 PFN2 PGM2 PHACTR2 PHC1 PHYHIPL PI15 PIAS2 PIGBOS1 PIK3CD PJA2 PLK4 PLPPR5 PLS3 POSTN POU3F1 POU3F2 PPIG PPM1B PPP3CC PRDM1 PRDM15 PRKCH PRRG1 PRSS27 PRTG PTGES3 PTPN2 PURG PVALB PYGO1 QKI R3HDM1 RAB30 RAF1 RAPGEF4 RBBP5 RBM46 RBMX RCHY1 RECK RELN REST RETREG2 REV1 RFX7 RGS4 RHEB RICTOR RMDN2 RNF43 RNLS ROBO2 ROR2 RPGRIP1L RPS6KA6 RUFY4 SACS SCAF11 SCML2 SCN1A SDC2 SELE SEMA3C SEMA5A SEMA7A SERPINB8 SGK3 SH2D1B SH3D19 SH3GLB1 SHISA3 SIX4 SKP2 SLC10A7 SLC16A14 SLC17A8 SLC25A36 SLC30A6 SLC38A11 SLC4A7 SLC7A11 SMAD4 SMAD7 SMARCAD1 SMIM8 SNX29 SON SOX8 SP4 SPOCK3 SS18 SSBP2 ST8SIA4 STK4 STRAP SYPL1 SYTL3 TADA2B TAF2 TAF4B TANK TAOK1 TBL1X TGFBR2 THAP10 TIAM1 TLNRD1 TMED2 TMEM135 TMEM14C TMEM165 TMEM170B TMEM178A TMEM255A TMEM260 TMEM33 TMSB4Y TMX2 TNC TNF TNFRSF17 TNFSF13B TNFSF15 TNIK TNNI3K TNPO1 TNRC6B TOGARAM1 TPTE TRA2A TRDMT1 TRIL TRIM23 TRPC1 TTC14 TTF2 TULP4 UBE2E3 UBE2H UBE2V2 UBE2W UBN2 UGCG UIMC1 USP15 USP37 UTP6 VAT1L VEPH1 VPS13B VPS13C VPS37A VTA1 WNT7B XIAP XPNPEP3 YWHAZ ZBTB18 ZBTB20 ZC3H12C ZCCHC4 ZDHHC17 ZDHHC21 ZEB1 ZFAND6 ZFP36L1 ZFP36L2 ZFPM2 ZIC3 ZKSCAN4 ZMYM5 ZMYND19 ZNF217 ZNF25 ZNF280D ZNF320 ZNF329 ZNF468 ZNF470 ZNF492 ZNF493 ZNF503 ZNF529 ZNF667 ZNF678 ZNF827 ZNRF2 MIR4804_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4804_3P ALDH8A1 APAF1 ARHGAP6 ARID1B ARL8B BEND6 C5orf15 CCT6A CDC42SE2 CDH23 CDKN2C CHORDC1 CLK4 CMPK2 COL6A3 CPE CTR9 DCAF7 DEK ERMP1 FAM149B1 FAT3 FBXO30 FLRT3 FPR3 GAPVD1 GDF6 GLRA3 GMFB GPR137C GTPBP8 HERPUD2 HOOK1 INO80D IPMK KDM3A KHDRBS3 KIAA1210 KIAA1217 LAPTM4A LIMS1 LPAR6 LRCH3 LRIT1 MACROH2A1 MBNL3 MDGA2 MET MIER3 MRPL22 MUC4 NDUFB5 NSMF NSUN4 OTUD7B PAIP2 PALM2AKAP2 PARP1 PARPBP PDE1A PGM2 PGM5 PHTF2 POP1 PRDM8 PRLR RAI14 RBM28 RCOR3 RGS18 RPS6KA3 SDCBP SLITRK1 SNRNP48 SNX1 SNX6 SPRED1 STYX TAF4B TMEM220 TSPYL5 VGLL3 VLDLR YEATS4 ZEB2 MIR4804_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4804_5P ADO CCDC180 CES2 FAM169BP GBGT1 GNB1 NCOA2 NUS1 SETD9 MIR483_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR483_3P AFF1 AMZ2 ANAPC15 ANKRD13A ATP8A2 BASP1 BAZ2B CARF CBLN1 CDH4 CNOT6L COL26A1 CREBZF DCANP1 EPGN FAM185A GAN GDPD4 GUCY1B1 HEATR5B HSDL1 ICA1L IGF1 INTS9 KCNN3 KIF3B LCLAT1 MED1 METTL13 MIGA1 MTA2 MYH9 NEK9 NRAS ODF2 OGT PGAM1 PGAM4 PIGY PRKAR1A PYURF QKI RBAK SANBR SLC22A23 STOX2 TACC1 TANC2 TUBGCP3 USP24 WDR44 ZBTB26 ZNF267 ZNF268 ZNF460 MIR483_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR483_5P ALCAM CT62 HR IQCE PLA2G5 RUSC1 STK40 MIR484 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR484 ABCB10 ACVR1B ADGRE2 ALPK3 ANAPC7 AVL9 BSDC1 BTG4 CARHSP1 CCR9 CDK9 COLQ CPLX3 CREB3L3 CSF1 CSRNP2 CYB5B DAG1 DCBLD2 DPYSL2 EFNA5 EFR3B EME1 EPX FGF1 HIPK1 HIVEP2 HK2 HLA-DOB HNRNPR HOXA11 HOXA5 IFNAR1 IGBP1 IL21R JADE2 JPT1 KCNJ14 KIAA1549 LZTS3 MAGI1 MAP2 MCTP1 MED8 MEN1 MFSD14A MGAT5 MYCBP2 NDOR1 NDST3 NFATC4 PDGFA PIKFYVE PKNOX1 PNRC1 PTGER4 PTPRE QTRT2 RAB30 RETREG1 REV1 RHOBTB1 SERTAD1 SLC20A2 SNN SORBS1 SOX5 SPDYA STRN SUSD2 SVOP TBCD TGFBR3 TGM2 TNFSF9 TNR TNRC6C TOPBP1 TOR3A TRAT1 TSGA10 TWNK VKORC1 WFS1 XPO4 ZMIZ1 ZSWIM6 MIR485_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR485_3P ABHD17B ADAMTS5 ADCYAP1 AKAP1 ALDH18A1 ANK3 APRG1 ARHGAP20 ARID1A ARID4B ARL17A ASAP2 ASXL1 ATP1B1 AUTS2 AZIN1 BBS9 BCOR C10orf88 C22orf39 CACNA1B CAMSAP1 CCDC68 CCDC85A CD36 CD46 CDC14A CDH13 CDH15 CDH19 CDK14 CDK16 CDYL CEP170 CEP192 CEP41 CKAP5 CNR1 CPED1 CREBRF CTBP1 CTPS2 CUL3 DAGLA DCAF10 DENND1B DIAPH1 DLC1 DMXL2 DNAAF10 DNM1L DYNLT5 EDNRA EFCAB5 ELAVL2 ENY2 FAM133B FAM168A FAM222B FBN2 FCHO2 FGF1 FMO3 FOXN3 GABRA4 GALC GALNT1 GDA GDAP2 GIGYF2 GLRX3 GNB1 GOLGA6C GOLGA8A GOLIM4 GPAM GRIA4 GRID1 GRM6 GTF3C3 HACE1 HCN1 HDAC4 HNRNPA3 HOOK3 HS3ST3B1 ILRUN ITM2A JAG1 KATNBL1 KBTBD8 KCNQ5 KIF21A KLF6 KMT2C KMT5A LCORL LEPR LGALS8 LIPT2-AS1 MAGEE1 MAP2K1 MCU MEI4 MGARP MITD1 MPHOSPH8 MTM1 MTTP MUC15 MYO1E MZT1 NAALAD2 NAT8L NECTIN3 NFIX NLK NR1D2 NRF1 NRG1 NRXN1 NSMCE4A NWD2 NXPH1 OTUD4 P4HA3 PCDH18 PCDH7 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHAC1 PCDHAC2 PCGF3 PCNP PDCD6IP PDE10A PDIA6 PDZD2 PEAK1 PEX5 PI4K2A PIGK PISD PLA2G4A PLCL2 PMP2 PNN POLR3GL PPARGC1A PPM1A PPP3R1 PPP4R4 PROX1 PRRC2C PTPN2 PUM2 RAB21 RAB38 RAI2 RALGAPB RC3H1 RCN2 RIOX1 RLN1 RNF145 RNF146 RNF220 RORA RUFY2 RUNX2 RYR2 SAXO1 SEMA3C SIRT1 SLC26A3 SLC40A1 SLC49A4 SLC7A14 SMG1 SMPX SNAI2 SP3 SPRED2 ST6GAL2 STEAP2 STK35 SYPL1 TANC1 TANC2 TBX15 TENM1 TENT2 TMEM184B TMEM67 TMSB10 TNPO1 TPGS2 TPH2 TPP2 TRIB2 TSHZ3 TTI2 UBE2Q1 UBR3 UGT8 ULBP1 UNC80 WDR35 WDR7 WFDC6 XG YPEL4 ZBTB21 ZC3H13 ZFAND5 ZNF124 ZNF233 ZNF302 ZNF397 ZNF454 ZNF749 ZNHIT6 MIR485_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR485_5P ABHD2 ABR ACTR3 ADAMTSL5 ADIPOR2 AFG3L2 APLP2 APPBP2 ARSD ASCC2 ATPAF2 BCAP29 CCN2 CDX1 CEP85 CERS6 CKS1B CLDN12 CNKSR3 CRIPT CTDNEP1 CYREN DAG1 DFFA DHCR24 DNAJC5G DPAGT1 DPP8 DPYSL3 EEF2K EFNA1 EFR3B EPB41L4A ETNK1 FABP7 FAM168A FAM89B FKBP4 FRMD5 FTO GABRB3 GLCE GLIS3 GPI GPN3 GPR176 HEYL HIF3A HMGA2 HOOK3 HTR6 IBA57 IGF2BP2 IKZF3 KANSL3 KCNB1 KIAA1328 KRT10-AS1 LDLRAD3 LRP4 LRP8 LRRC7 MDM4 MELTF MEOX1 MGAT5B MGST3 MMP14 MMP15 MRGPRF MSI2 MTMR11 NSD2 NUCB1 OGT ONECUT2 OSBPL10 PANK3 PAPPA PARP8 PCNX1 PEX12 PHAF1 PHTF2 PLEKHA1 PLXNA4 POLE PPARGC1A PSD2 PSMA5 PTMS QKI RAB8B RAPGEFL1 RBM4 RBM4B RGN RICTOR RNF182 RPRD2 SFRP5 SGPL1 SHISA6 SLC23A2 SLC26A9 SLC35E2B SLC36A3 SMG1 SOGA1 SOX5 SPTB SSH2 ST3GAL1 STX5 TAOK1 TDRP TFRC TMBIM6 TMC8 TMEM120B TMEM132D TMEM214 TMEM86A TTYH3 UBE2I UNC119B UPF2 USP38 VAT1 WBP2NL WDR35 YIPF6 YTHDC1 YWHAG ZBTB39 ZNF474 ZNF609 ZNF831 ZSWIM6 MIR486_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR486_3P AATK ABHD10 ADAM19 ADARB1 ADGRL1 ADH6 AGO1 ALDH3B2 AP1B1 ARID1B ASB14 ATF3 ATXN7L3 BCL2 BMPR2 BRD9 C10orf105 C17orf97 C19orf25 CACNA2D2 CALCOCO1 CALN1 CAPN6 CCDC97 CD209 CD79A CDC20B CHST1 CIDEC CLCF1 CLDN19 CNIH2 CNP CNTNAP1 CRTC1 CSRNP1 CYB5RL DAB2IP DBNDD1 DIRAS1 DIS3 DLL4 DMBX1 DNHD1 DNMBP DOT1L DTX3 DVL3 E2F1 EEIG1 ELFN2 EPHB2 FANCC FBXO41 FBXW4 FLOT2 FOXP4 FXYD6 GATAD2B GDI1 GRM4 H6PD HEMK1 HES7 HRH3 IFITM5 IGSF5 IL2RB IMPDH1 IRF2BPL ITGB2 KCNAB2 KDELR1 KLF12 KMT2D LARGE2 LMCD1 MAP1LC3A MARK2 MCM5 MEP1A MIB2 MICALL1 MKNK2 MOB3B MRPS5 MTMR12 NAA60 NACC2 NCKAP5L NDOR1 NECTIN1 NFIC NKD1 NPTX1 NSD1 ORAI2 OTOF PACS2 PAK6 PDE2A PEX26 PGAP3 PHAF1 PHF8 PLCB1 PLD3 PLEK PLEKHO2 PLPP5 PLPPR2 PLXNA4 POU2F2 PPARD PRX RAPGEF1 RAPGEFL1 RIMS4 RNF145 RNF165 RNF41 RPRM RTL5 S100A10 SAP30BP SAXO1 SBK1 SCN2B SCRIB SDC3 SEPTIN3 SF3A1 SH3KBP1 SLC6A11 SLC9A8 SOGA1 SOX10 SPIB SPOCK2 SRC SRCIN1 SUV39H1 SZRD1 TANC2 TBC1D22B TK2 TMEM132E TMEM234 TRABD2B TRAF3 TRIOBP TRPV5 TTBK1 TTC7B TTYH3 TUBB TYMSOS UTP25 VOPP1 WASF2 WNT4 WNT5B YY1AP1 ZC3H12A ZDHHC8 ZNF215 ZNF512B ZSCAN22 ZSWIM3 MIR486_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR486_5P ABHD17B ADAMTSL1 AFF3 AREG ARHGAP44 ARHGAP5 ARID4B ATXN7L3 BCAS2 BCL11B BIRC6 BTAF1 C19orf73 CADM1 CCDC85C CD247 CDH7 CDK4 CELF2 CEMIP CNKSR2 CNTNAP4 COL6A6 COPG2 COPS7B CREBRF CSPG5 CTDSPL2 DARS1 DCC DENND2B DOCK3 DYNLL1 ERFE FAHD1 FGF7 FOXO1 FOXP1 GAB2 GABRB3 GCNT2 GPR153 GPX8 HAT1 IGF1 LCE3E LILRB4 LINGO4 LMTK2 MAP3K2 MARK1 MCMDC2 MRPL47 MRTFA MXI1 MYLK2 NCKAP5 NEUROD6 NLRP1 NR2C2 NR2F1 NUDCD1 NUDT11 OLFM4 PIK3AP1 PIK3R1 PLAGL2 PRRC2C PTEN PTPN12 PYCR2 RBPJ RELT SERPINE1 SLC10A7 SLC12A5 SMOC1 SNRPD1 SP5 SRSF3 STK26 TOB1 TRIM10 TRIM36 TRNT1 TSC22D2 TXLNG UBASH3B ULK2 VTCN1 WSCD1 ZNF257 ZNF268 ZNF331 MIR487A_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR487A_3P ABTB2 ADAMTS5 ADGRL2 AGFG1 ANKRD50 ANKS1B ANXA4 APLP2 APPL1 ASAP2 ATF2 ATL3 ATP11C ATP8B1 AZIN1 BTG2 CALCOCO1 CAMSAP1 CARNMT1 CBLB CDH8 CEP192 CHKA CLEC12A CNKSR3 CNR1 COBL CRBN DCUN1D4 DYRK1A ENY2 EVI5 GLRB GPM6A GRIA4 ILRUN KCNMA1 KIAA1217 KIF1B LEKR1 LRCH1 LRRCC1 LRRTM2 MAGI2 MGARP MOB1B MTMR10 MTMR12 NEK4 NLK NTF3 NUDCD2 PDE10A PDE4D PDZD2 PLAC8 PNPLA4 PON3 PPM1A PPM1B PPP4R4 PRKAA1 PUM2 RBM11 REPS2 RGS14 RLN1 RNF217 RP2 RPRD1A SEMA3C SEPTIN8 SIRT1 SMAD7 SNRNP40 SNX2 SNX6 SP3 ST6GAL2 STIM2 STXBP3 STYX TASOR2 TEAD1 TMEFF2 TMEM67 TMEM68 TNPO1 TRIB2 TUT7 TXLNG USP34 VTI1B YPEL4 ZC3H7A ZCCHC2 ZEB2 ZNF281 ZNF33A ZNF454 ZNF57 ZNF780A MIR487A_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR487A_5P AKAP6 AKTIP AMMECR1 ANKRD42 ANKS1A AP1S3 AR ARHGAP32 ARID1A ARID1B ATF1 AVPR1A BAZ2A BIRC3 BMP2 CAMK4 CBLN2 CCL28 CEACAM1 CLIP1 COL4A3 CTNNA1 CTSG CWC15 CXCL11 DCLK1 DIO2 DYNLRB1 EMB EPB41L2 EPB41L3 FAM199X FBXL3 FCGR2A FILIP1 FMN1 FMNL2 FNTA FRMD3 FRYL GCLM GFPT2 GLDN GLIPR1 GTF3C3 HGF HMBS IDNK IKZF4 KIF13A MAGT1 MCPH1 MFSD4B MIER3 MINAR1 MOB3B MTMR4 NEDD4 NFATC1 OLFM3 OSTM1 PARG PDE8A PDSS1 PDZRN3 PFN2 PGGT1B PHYKPL PLP1 PLPPR5 POLK PRMT6 PTGER4 R3HDM1 RAB5C RABIF RAP2A RCC1L RIMKLB RINT1 SACS SEMA3D SEPTIN11 SERTAD4 SH3BGRL SLC12A2 SLC25A30 SLC39A9 SLC6A13 SLC7A11 SNX16 SORBS1 SOX30 SP3 SPDYA SRSF2 TAFA4 TDG TESK2 THEG5 TSC22D2 TULP4 UTRN ZC3H6 ZC3H7A ZNF366 ZNF544 ZSWIM6 MIR487B_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR487B_3P AGA ALDH1A3 ANP32E CRYBA1 FAM83B GLCCI1 NAAA NRARP ZNF280D MIR487B_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR487B_5P AKAP6 AKTIP AMMECR1 ANKRD42 ANKS1A AP1S3 AR ARHGAP32 ARID1A ARID1B ATF1 AVPR1A BAZ2A BIRC3 BMP2 CAMK4 CBLN2 CCL28 CEACAM1 CLIP1 COL4A3 CTNNA1 CTSG CWC15 CXCL11 DCLK1 DIO2 DYNLRB1 EMB EPB41L2 EPB41L3 FBXL3 FCGR2A FILIP1 FMN1 FMNL2 FNTA FRMD3 FRYL GCLM GFPT2 GLDN GLIPR1 GTF3C3 HGF HMBS IDNK IKZF4 KIF13A MAGT1 MCPH1 MFSD4B MIER3 MINAR1 MOB3B MTMR4 NEDD4 NFATC1 OLFM3 OSTM1 PARG PDE8A PDSS1 PDZRN3 PFN2 PGGT1B PHYKPL PLP1 PLPPR5 POLK PRMT6 PTGER4 R3HDM1 RAB5C RABIF RAP2A RCC1L RIMKLB RINT1 SACS SEMA3D SEPTIN11 SERTAD4 SH3BGRL SLC12A2 SLC25A30 SLC39A9 SLC6A13 SLC7A11 SNX16 SORBS1 SOX30 SP3 SPDYA SRSF2 TAFA4 TDG TESK2 THEG5 TSC22D2 TULP4 UTRN ZC3H6 ZC3H7A ZNF366 ZNF544 ZSWIM6 MIR488_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR488_3P ABHD17B ABI3BP ADAM9 AEBP2 AFF4 AKAP11 AKAP13 AMMECR1 ANKRD13C AP3S2 ARPC5 ARPIN-AP3S2 ARPP19 CADPS2 CAV2 CCNG1 CDK14 CDKL4 CENPO CEP170 CGNL1 CHRM5 CLEC1A CLOCK CNOT6L COL11A1 COL4A1 CTNNA3 CTSC CXXC4 CYRIB CYTIP DAZ1 DAZ2 DAZ3 DAZL DCX DDX4 DENND1B DENND2C DLG2 DSE EEF2K EFCAB12 EFL1 EFNA5 EFNB3 EHHADH EIF2S1 EIF3A ELK3 EMC4 ENAM EXD2 FAM13B FBN1 FBXL5 FRYL FSCN1 FSTL5 GNAQ GORAB GPATCH2L GPSM2 GRIA3 GRIK1 IGF1 IL6ST INO80D INTS15 ITPRID2 JAZF1 KAT6A KIAA2013 KLLN KRTAP1-3 LCE2D LCORL LHFPL3 LOX MACROH2A2 MAP2 MAP3K7 MAPK1 MED1 MMP1 MTHFS MTURN MXRA5 MYO1B NADK NAT8 NDUFA5 NETO2 NEXMIF NFXL1 NIPAL3 NOTCH2 NRIP3 NRSN2 NSUN4 NUDCD3 NUP210 OLFML1 P2RY10 PAFAH1B1 PAK3 PCDHB16 PCDHB4 PDC PDE1A PHC3 PHF8 PKDCC PLPP3 POLR1D POMC POPDC3 POU3F4 PPFIA1 PPHLN1 PPM1G PPME1 PRDM10 PRR14L PRRC2B PTBP2 PTCH1 PWWP2A PXK RAB11FIP1 RAB9B RAD51AP2 RASGRP3 RBMS3 RHOT1 RIMKLA RIPOR2 RNF111 RNGTT RPS6KA6 RSBN1 RSPRY1 SACS SCAI SCN2A SEC61G SERINC1 SFTPA1 SH3TC2 SLC1A2 SLC30A7 SLC4A4 SLC4A7 SLC9A7 SLCO1C1 SMARCC1 SMIM8 SNX27 SOX5 SP3 SPDYE1 SPDYE3 SPDYE5 SPDYE6 ST20-MTHFS STAG2 STAM STMN4 STON1 STXBP5 SYNJ1 TACSTD2 TCP1 TENM1 TM6SF2 TMEM232 TMOD2 TRIM58 TRMT1L TSC22D1 TTC9C UMAD1 VAMP7 WDFY3 ZBTB2 ZDHHC21 ZIC5 ZNF136 ZNF195 ZNF563 ZNF592 ZNF704 ZRANB1 MIR488_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR488_5P ACTR3 ADAM28 ADNP AGPAT1 ANKDD1A ARFGEF2 ARHGEF12 ARHGEF28 ARL6IP1 ATP1A1 BRINP2 C7orf25 CADM3 CAND1 CAPN2 CCDC102B CCDC34 CDK13 CHFR CHMP1B CHMP7 CHN2 CLEC4A CLIP4 COL12A1 CREBBP CREM CTCFL DIXDC1 EBF1 EFCAB11 EGLN1 ELF4 ENAM ETV5 FAM177A1 FANCI FAR2 FLRT2 FSD1L GLRB H2AZ2 ITM2B KCNH1 KLHL4 LAGE3 LIMD2 LRRC15 MEIOC MOBP MRAS MTFMT NBEA NCOA1 NETO1 NOVA1 PDE12 PKHD1 PSPC1 PTGS1 PXDC1 RAB10 RCAN2 RETREG1 RNF212 SCYL2 SDR16C5 SH3GLB2 SIAH1 SKIL SNRK SYCP1 TASOR TCEA1 TOPORS TYRP1 XAF1 ZC3H14 ZYG11B MIR489_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR489_3P ACKR4 ADAM23 AIG1 AMIGO2 ANKRD49 ATP1B3 B4GALT3 BEND4 CCAR1 CNTLN CREB5 DCAF13 DCC DNAJC13 EFCAB11 EMC1 EMX2 ETNK1 GABRA4 GLIPR2 GPC6 GTF3C3 HSF5 IL13 IMPA1 IPO5 IQSEC3 ITGB1BP1 JAG1 KCNQ5 KLHL13 LONRF2 LVRN MAF MAP3K7 MEGF10 MNS1 NF2 NR4A3 NRIP1 PARM1 PAX3 PKP1 PLPP6 PNISR PPARGC1B PRXL2A RASGEF1B RECK RELCH RGS18 RICTOR RIPK4 RNF111 RPP30 RTN4IP1 SCIN SHISA7 SLC25A21 SLC2A13 SLC7A11 SLIT2 SRSF1 SRSF7 SUZ12 TCEAL6 TENT2 TENT4B TLL1 TNFSF4 TRAM1 TSC1 UBE4A UPF3B ZFP28 ZNF624 ZNF790 MIR490_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR490_3P ABCC2 AHCTF1 ANKRD44 ARFGEF1 ARHGAP32 BBS9 CACNA1H CDYL2 CFAP68 CLECL1P CRYBG3 DIPK2A EMSY FBXO45 GAL3ST3 GATC GCNT3 GEN1 IKZF2 IRX6 KDM7A LINC02693 MAML2 MDGA2 MED20 MSI1 NR3C2 NUS1 PCBP1 PHC1 PLPBP POLR1B PPME1 PPP4R2 RAB14 RBM12 RBM14 RFX7 RNF144B S100A7A SHANK2 SMARCD1 TMOD3 TNKS2 TXNRD2 UBE2QL1 VPS35L ZDBF2 ZSCAN32 MIR490_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR490_5P ADCYAP1 ADGRF3 ALDH1A2 ALG10B APPL1 ARHGAP26 ARHGAP42 ARPP19 BAZ2B BORA C11orf58 C1orf43 CNTN3 COA5 COLEC11 CST8 EMCN F8A1 FOS GCH1 GPALPP1 HPS5 INHBC KIRREL1 LAMTOR3 LMOD1 LRATD1 NBR1 P4HA1 PKD2 RANBP10 RTL3 SERPINB10 SHISA7 SPRED3 STEEP1 TAOK1 TOX3 TTC29 UNC80 USP37 WDR44 YWHAB ZEB2 ZNF347 MIR491_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR491_3P ABI1 ADAMTS5 ADD3 AFG1L AGGF1 AIG1 ANGPT2 ANKDD1A ANKRD30A ATG4A AZI2 BCAT1 BNC2 CABP7 CD247 CEP55 CFAP44 CHIC1 CHM CLDN23 CLEC4E CNNM4 COL4A4 CRAMP1 CTSS DCN DDX21 DNAAF11 DPM1 DUSP19 DUSP4 DYNC2I1 DYRK1A EEA1 ELAVL4 ERCC8 ETFBKMT FABP7 FOXN2 FOXO3 GABPA GABRB2 GALNT15 GNPTG GOPC GPBP1L1 GRIA1 GYPA HSPA2 IKZF4 IL18R1 JCHAIN KANSL1 KCNB2 KCNC2 KPNA4 LARP4 LIN9 LRBA MARF1 MGAT2 MINDY2 MKX MTF1 MTX3 MUC5AC MYNN NEK2 NOM1 NOVA1 OTX2 P4HA1 PCDH7 PCGF5 PDCD6IP PDCL PDS5A PHIP PIAS2 PPP3R1 PRICKLE2 PRKAR2B PRPF4B PTAR1 PTPRM PUM2 RANBP9 RAPGEF5 RAPH1 RBM46 RHAG RICTOR SBNO1 SHCBP1 SIRT1 SLC12A1 SLC17A3 SLC25A46 SLC5A7 SLC7A14 SNN SP3 STON2 TBC1D19 TGFBR3 THAP5 THBD TNN TP53INP1 TRIO TRIP12 TRPC1 UBE2D3 UQCRB USP12 UXS1 VTI1A VWC2 ZC3H12B ZFP37 MIR491_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR491_5P ABCD4 AGPAT1 AMD1 APH1A ARHGAP33 ASB13 ATP5MC3 B4GALT5 BARHL2 BCL6B C2CD2L CD177 CHRNB2 CLXN CPNE5 CPNE7 CSRNP2 CSRP1 DNAJA2 DNAJB5 DOK4 ELAVL4 ELN ERF EXOC8 FAM218A FBXO41 FGD1 FHIT FOXP4 FPGT-TNNI3K FXN FZR1 GALNT17 GALNT2 GANC GATAD2B GIPC1 GIT1 GRAMD1B HCFC1R1 HSPB6 IGF2 ILRUN INO80D KAT7 KCNA6 KCNE1 KCNT2 KIF21B KRTAP2-3 KSR2 LRFN1 LYPLA2 MDK MEX3A MIER3 MOCS1 MPL MRPS35 MSN MTSS1 MYT1L NCOA7 NIPAL2 OGG1 OPTC OTP PARVA PDK4 PDXK PIP4P1 POGK PTK7 PYGM RFWD3 RNF2 SAMD4B SCYL3 SEC24A SEMA6A SHISA6 SHOC2 STRN SYNGAP1 TAF10 TAF5L TDP2 TERT TFAP2B TICAM2 TMED7-TICAM2 TMEM218 TMEM35A TMEM43 TMEM69 TNNI3K TP53 TSKU TXNL4B UTP25 VSX2 ZFP36L1 ZNF519 ZNF609 ZNF644 ZNF703 MIR492 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR492 ADRA1A ATRN BUB3 CHRNB2 DYRK1A ELF5 FAM151B FAM76A GOLPH3 GPR15LG IGF1R KLC4 MAT2A MYH9 NDUFA5 PNPLA5 PPME1 SGCZ SPOPL TBC1D9B TRA2B TTN UBR3 ZCCHC17 MIR493_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR493_3P AAK1 ABCB5 ADORA3 AHSP C17orf49 CADPS CAPN6 CDC27 CELF5 CIAO1 CIC CIDEA COL5A1 CPLX1 CREB1 CSF2RB DKK1 DPY30 DYNLRB1 EEIG2 EID1 EPM2AIP1 ETF1 FANCE FERMT1 FOXP2 FRAS1 GABRG3 GAREM2 GIGYF2 HECTD4 HNRNPU IRAG1 KDM2B KIF3B KRTAP4-1 LGALS3BP LIAS MACROH2A1 MAD2L1 N4BP1 NCKAP1L NFASC OGDH PEG10 PGAM5 POLDIP2 PRADC1 PRXL2C RAB22A RNF152 SHTN1 SLC13A1 SLC29A2 SOSTDC1 SRSF11 STRN TOMM5 TSPYL1 UPF2 USP4 VPS35 WDR33 WDR72 WDR87 ZNF468 ZNF584 ZNF765 MIR493_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR493_5P ABTB2 ACAP2 ACKR4 ACTR1B ADAM23 ADAM28 ADARB2 ADCY1 AFF3 AGTPBP1 AHDC1 AK5 AKAP1 AKR1D1 ALCAM ALDH9A1 ALX1 ANK2 ANKRD12 ANKRD17 ANKRD61 ANO4 ANTXR1 AP3S1 AP4S1 ARFGEF1 ARHGAP12 ARHGAP44 ARHGAP5 ARHGEF38 ARID1B ARID4B ASTN1 ATAD2 ATAD2B ATAD5 ATP2A2 ATP5F1A ATP5MK AXIN1 BASP1 BAZ1A BBX BCL11A BCL7A BCOR BMPR1A BNC2 BOD1L1 BTBD3 BTG1 C11orf87 C1GALT1C1 C1QL1 C1S C5orf15 CACNB4 CADM2 CALD1 CALN1 CAMK2N1 CAPZA2 CARM1 CDC14A CDH11 CDH13 CDH2 CELF2 CENPA CENPJ CITED2 CKS2 CLIC2 CLIP1 CLOCK CLSTN1 COG3 COLEC12 COQ3 CPEB2 CPNE3 CREB1 CRISP3 CSPP1 CTDSPL2 CTNND2 CUL5 CWC25 CXADR CXCL8 CYFIP2 CYTH3 DAB2IP DACH1 DCTN2 DCUN1D1 DEFB132 DENND4A DENND4C DENND5A DGKI DHX36 DIP2A DIP2C DLG2 DLL1 DMGDH DOCK9 DSCAML1 DUSP16 DYRK4 E2F3 EEA1 EFNA3 EGR2 EIF4ENIF1 ELAVL1 ENDOD1 ENSG00000274333 ENSG00000276077 ENSG00000277067 EOMES EPHA7 EPSTI1 ERC2 ESF1 EYA1 F3 FAM114A1 FAM169A FAM217B FAM228A FAR1 FAXC FBRSL1 FBXL3 FBXO33 FBXW11 FER FMNL2 FNIP1 FOXJ3 FOXO1 FRMD4A FUBP1 FZD4 GABRA2 GABRA5 GABRG2 GABRG3 GAS1 GATA2 GCLC GDF6 GDNF GGACT GJB7 GJC1 GNPTAB GOLM1 GP6 GPR176 GRHL2 GRID2 GRM5 GSKIP GTF2H1 GTF2IRD1 HAPLN1 HAT1 HECTD2 HIF1A HIPK1 HIVEP2 HK2 HMGCR HMGCS1 HMGN1 HOOK3 HORMAD1 HOXA1 HP1BP3 HS3ST3B1 HS6ST3 HSF5 HSPA12A IFRD1 IL15 IL1A INSM2 IQCK IRX3 ITGB1 ITGBL1 ITPRID2 ITPRIPL2 JPH1 JPH3 JUN KALRN KCNJ13 KCNJ6 KCNK1 KDM2B KDM6A KIAA0408 KIAA0825 KIAA1671 KIAA2026 KIF13A KIF18A KLF4 KLHL24 KLHL36 KPNA4 KRBOX1 KRBOX5 L1CAM LANCL2 LARP4 LCA5 LCE1E LDLR LDLRAD4 LIMCH1 LMO3 LOC102724701 LRATD1 LRIG1 LRP12 LRRC8C LTBP3 LYRM7 M6PR MAP3K1 MAP3K2 MAP3K20 MBD5 MBNL2 MBNL3 MBTD1 MCM6 MCUR1 MED13 MED13L MEF2A MEF2C MEGF11 MEMO1 MFAP5 MGAT3 MIER3 MLLT10 MT2A MTREX MTSS1 MYCBP2 MYO9B MYT1L NAB1 NAMPT NAV2 NCAPH NCL NCOA1 NCOA7 NDNF NDST1 NDST3 NDUFC2 NECAB1 NECTIN3 NECTIN4 NEO1 NFKBIA NLK NPAS3 NPR3 NR2C2 NRXN3 NTN4 NUDT16 NUDT4 NXPH1 OSBPL6 OSBPL8 OTUD1 PAG1 PAIP1 PANK3 PAPSS2 PARP8 PCGF2 PCGF5 PDPK1 PDS5A PDZRN3 PGRMC2 PHC3 PHF12 PHF20L1 PIAS1 PIK3C3 PIK3R1 PLCB1 PLEKHA5 PMP22 POLK PPFIA1 PPP1CC PPP2R2C PPP2R5D PRDM12 PRDM8 PREX1 PRKD3 PSD3 PSMG4 PTCH1 PTGER3 PUM1 PUM2 PURB RAB10 RAB27B RAB3IP RAB5C RABGAP1L RAD21 RALGPS1 RAP1GAP2 RAPGEF2 RAPH1 RASAL2 RASL11B RBBP5 REEP1 REV3L RGS10 RHOT1 RMC1 RNF4 RPS6KA5 RSL24D1 RSPO2 RTN4IP1 RXRA SALL1 SAT1 SBNO1 SCAMP2 SCN1A SCRN1 SEC24B SEC24D SEC63 SEPTIN7 SERP1 SERPINB7 SERTAD2 SF3B1 SH2B3 SHOC2 SIN3A SLAIN2 SLC10A7 SLC22A23 SLC25A12 SLC2A13 SLC38A2 SLC5A1 SMAD9 SMAP1 SMG1 SNRNP48 SNRPB2 SNX9 SORCS3 SOS2 SP1 SP3 SPARCL1 SPRY3 SPX SRGAP1 SRI SRPX SSH2 STAM STARD13 STON2 STXBP5L SUN1 SUSD6 SVEP1 SYT4 TAB3 TBC1D22B TBK1 TCF4 TCF7L2 TDO2 TGFBRAP1 THSD7A TIA1 TIAL1 TMCO1 TMCO3 TMEFF1 TMEM106B TMEM128 TMEM170A TMEM170B TMEM237 TNFAIP8 TNFSF11 TNRC6B TOX3 TP63 TRHDE TRIP10 TSC22D2 TTC7B UBE2G1 UBE2V2 UCK2 UNC50 UNC5C USP16 USP21 USP32 USP43 USP7 VAMP2 VASH2 VPS13D VPS35L VSTM2B VSX2 WASF3 WDR33 WNK3 WNT5A YIPF4 ZBTB38 ZDHHC17 ZFAND5 ZIC2 ZMIZ1 ZMYM5 ZMYND8 ZNF143 ZNF148 ZNF236 ZNF354C ZNF384 ZNF385B ZNF43 ZNF431 ZNF560 ZNF638 ZNF718 ZNF91 MIR494_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR494_3P A1CF AAK1 ABCC12 ABCC5 ABHD18 ADCY7 AGAP1 AGO3 AGPS AK5 AKAP7 AKAP8 ALG8 ALK AMOTL1 ANKRD22 ANKRD50 ANKS1B API5 APLN APPL1 ARF6 ARFGAP3 ARHGAP11A ARHGAP20 ARHGAP5 ARPC5 ATAD1 ATP2C1 ATP8A1 ATP8A2 ATRX B3GALT2 BCAP29 BCL2L15 BCORL1 BMP2K BMPR2 BRIP1 C5orf24 CADPS CAMK2D CAPS2 CAST CBLL1 CDH6 CDK6 CDKL2 CERS6 CFTR CGGBP1 CH25H CHD9 CKS1B CLEC4C CLPTM1L CLTA CLVS2 CMPK2 CNBP CNOT6 CNOT6L CNR1 CNTN3 COBL COMMD3-BMI1 CREM CS CSRNP3 CUL3 CUL4A CWC15 CXCL5 CXXC4 CYSTM1 DCAF7 DCBLD2 DCLK1 DCP1B DENND1B DENND6A DHX33 DLGAP1 DNAJA2 DNAJC25-GNG10 DNAJC5B DNAJC6 DPYD DSG2 ECT2 EIF5 ELF1 ELF2 ELOVL3 ELP1 EML4 EML6 EMSY ENY2 ERCC4 EVI2B EXD2 F2R FAM114A1 FAM136A FAM169A FBXL20 FBXW11 FGF14 FKRP FOXO3 FSTL5 FZD6 G3BP1 GABRA1 GADL1 GALNT2 GCC2 GDAP2 GGNBP2 GIN1 GK GLI3 GNG10 GOLGA6L10 GOSR2 GPATCH2L GPC6 GPNMB GPR158 GRAMD1C GULP1 H2AB1 H2AB2 H2AB3 HDAC9 HEPACAM2 HEPHL1 HIVEP1 HIVEP2 HLA-DQA1 HMGCS1 HNMT HOXA10 IGF1R IKZF5 IL17RD IL33 IL5RA INSC INSYN2A IQCJ-SCHIP1 JAKMIP2 JUND KAT6A KDM4C KDM5B KIAA0930 KIAA1522 KIAA1958 KLF11 KLRC4 KMT2A KRTAP9-2 KRTAP9-3 KRTAP9-8 LARP1B LCLAT1 LMO1 LRAT LRRC19 LRRFIP2 LSM8 MACC1 MAP4 MB21D2 MBD5 MEGF9 MFAP3L MINDY2 MORF4L2 MSANTD2 MTMR9 MTUS1 MTX3 MYLIP MYO6 MYOF NAALADL2 NAB1 NADK NADK2 NAMPT NAP1L2 NAV3 NBEA NDUFA5 NFIB NHLH2 NNT NOVA1 NPHS2 NPR3 NR2C1 NR4A3 NUTF2 OGN PCDH10 PCDH19 PCLO PCP4 PCSK1 PDCL3 PDE12 PDE4B PDIK1L PDLIM4 PDS5A PDS5B PELI1 PGAP1 PGR PHF8 PHOX2B PI15 PIK3R4 PITPNB PITX2 PKIA PLEKHA8 PLOD2 PLSCR4 POF1B POM121 POM121C PPFIA2 PPP1R12A PPP2R2B PRDM4 PRDM6 PRKAB2 PRKACB PRKAR1A PROS1 PRR14 PRRC2B PRSS27 PRTG PTEN PTPN12 PTPN14 PTPRQ PUS7L RAB27A RAD23B RAP1B RAPGEF5 RB1CC1 RBM4B RDH10 REPS2 RFX7 ROBO2 ROCK1 RORA RPRD1A RPS6KA3 RRAGD RUBCNL RWDD4 SAP18 SCAF11 SCD5 SCGB2B2 SCN1A SEC11A SEMA3A SENP3 SEPTIN9 SERPINE1 SET SH3RF3 SHISA2 SHOC2 SHTN1 SLC1A2 SLC22A17 SLC25A40 SLC25A47 SLC26A3 SLC30A4 SLC35F5 SLC38A9 SLC39A6 SLC44A5 SLC46A3 SLC4A7 SLC6A15 SLC7A11 SMAD1 SMARCA5 SMURF2 SNX4 SOAT1 SOCS5 SOCS6 SPATA16 SPPL3 SPSB4 SRFBP1 SRSF10 STT3B STXBP5 STXBP6 SUV39H2 SYNCRIP SZRD1 TACC1 TACC2 TAOK3 TBC1D4 TBL1X TBL1Y TCEA1 TCERG1L TDP1 TEAD1 TFPI TGIF1 THRAP3 TLR6 TLR8 TMC1 TMED2 TMEM135 TMEM154 TMEM19 TMTC3 TMX3 TNPO3 TNRC18 TOR1AIP1 TSHR TSHZ2 TSPAN13 TTI1 UBE2L6 UBP1 UFL1 UGT2B17 UNC80 USO1 USP15 USP31 UTP15 UTY VASH2 VCPIP1 VGLL3 WDR1 WDR37 WIPF1 WWC3 XRN1 ZBTB10 ZBTB20 ZBTB41 ZBTB8A ZC3H7A ZDHHC20 ZFHX3 ZFHX4 ZFX ZKSCAN2 ZNF207 ZNF233 ZNF543 ZNF568 ZNRF2 ZRANB3 ZSCAN23 ZXDB MIR494_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR494_5P ALDOB ALG2 ARHGAP29 BOD1L2 BTAF1 CABYR CACNA2D1 CDKN2B DMRT2 FMN2 GGA2 GORASP2 HSPD1 IGLL5 IL1A ITGA6 JAK1 KRT33B MEOX2 MXD1 NLK P3R3URF-PIK3R3 PCTP PIK3R3 PRKCA PTBP2 PTPN4 RANBP6 RHOBTB1 RNF24 SAV1 SERF2 SETD5 SETD7 STK38 SYT9 TAF5 TMEM115 TOGARAM1 ZMYM3 ZNF131 MIR495_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR495_3P AAK1 ABCE1 ABHD13 ACBD7 ACTA1 ACTC1 ACTR10 AGBL4 AGFG1 AIFM2 AKAP11 AKAP12 AKAP6 ALG10B ALS2 ANKIB1 ANKRD13C ANKRD26 ANKRD6 ANLN ANTXR1 AP1G1 AP4S1 APOL6 AQP4 AREL1 ARF6 ARHGAP19 ARHGAP28 ARHGAP5 ARPC1A ARRDC3 ASB5 ASB7 ATF1 ATF7IP2 ATL2 ATP2B2 ATP8A2 ATRN ATXN7 B4GALT6 BACH2 BAIAP2 BCAP29 BCDIN3D BCL11A BCL2L1 BDNF BMP7 BPIFC BPNT2 BROX BUB1 C18orf25 C21orf62 C21orf91 C3orf33 C5orf22 CA13 CAB39 CACNA1D CADM1 CADPS2 CALU CAMK2G CAMTA1 CAND1 CANX CAPS2 CARD6 CAST CBFA2T2 CBFB CBX3 CBX5 CCDC126 CCDC88A CCNT2 CCSER1 CD9 CDC14A CDC37L1 CDC42SE2 CDC6 CDIN1 CDK14 CDK6 CDKN1B CDKN2B CDON CELF1 CELF2 CEP170 CEP70 CERS6 CERT1 CFAP44 CHD6 CLCN5 CLDN10 CLEC6A CLIC4 CLOCK CMPK1 CMTM4 CNBP CNOT6 CNTNAP4 COL19A1 COL4A1 COMMD3-BMI1 COPB1 COPS7B CPEB3 CPNE4 CPOX CPSF2 CREBBP CREBZF CRIPT CSNK1E CSPP1 CSRNP3 CTNND2 CUL4B CXCL2 CYP26B1 CYTH1 DACT1 DCAF16 DCAF17 DCUN1D3 DCUN1D4 DDHD2 DDIAS DDIT4 DDX3X DDX52 DENND1B DENND5B DEPDC5 DGKH DICER1 DMRT1 DMRTC2 DNAAF5 DNAH7 DNAJC3 DNAJC6 DNAL1 DNER DPP8 DUSP6 EEF1E1 EEF2K EFCAB5 EIF4G3 ELAVL1 ELF1 ELK4 ELL2 ENAH EPB41L3 ERCC6 ERCC6L2 ERI2 ESM1 ETS1 ETS2 EVI5 EXOSC8 EZR F2RL2 FAM133A FAM169A FAM184A FAM91A1 FAT3 FBRSL1 FBXO28 FBXO30 FBXW7 FCF1 FEM1C FGF14 FGF17 FGF2 FGF5 FGF7 FIGNL2 FKBP5 FKTN FMN1 FNDC1 FNDC3A FNDC3B FOXK1 FOXO3 FRMD4B FUBP1 FUT1 FZD4 G3BP1 GAB1 GABRA1 GAGE1 GAS1 GATA3 GFI1 GFPT1 GLIS3 GMFB GOLGA7 GOLPH3L GORAB GPCPD1 GPM6A GPR155 GPR158 GPR180 GPR22 GPR63 GRIA3 GRK3 GRM7 GRWD1 GSE1 GTF2A1 GTF3C3 GUCY1A2 HBEGF HCCS HCN1 HDAC9 HESX1 HIGD1A HIPK1 HIVEP2 HJURP HMGCLL1 HMGXB4 HNF4G HOXA10 HSDL2 HSP90AA1 HSPA2 HSPA5 HTR1B HTR1E HTR2C HYCC2 IDI1 IER2 IGF1 IL1B IL25 IL6R ILF2 INO80D INPP4B INSIG1 IRAG2 ITGA4 ITGBL1 ITM2A ITPK1 ITPR2 JAZF1 JUN KANK4 KCMF1 KCNH5 KCTD10 KCTD16 KDM2A KDM4A KDM5D KHDRBS2 KHDRBS3 KIAA0232 KIF13A KLF3 KLF5 KLF8 KLHL11 KLHL15 KLHL8 KLK10 KMT2A KMT2C KSR2 LAGE3 LAMP2 LAPTM4A LCLAT1 LIFR LNPK LRBA LRP6 LRRC25 LRRC4 LRRTM4 LYPD6 MACROD2 MALL MANEA MAOA MAPK9 MARCHF1 MAST4 MBTD1 MDC1 MDH1B MDM2 MECOM MED1 MED12 MEF2A MET METTL4 MEX3C MFAP3L MGAT2 MGRN1 MIB1 MID2 MINAR1 MINDY2 MKS1 MLEC MLLT3 MPHOSPH9 MS4A18 MSI2 MTA3 MTF2 MXRA7 MYEF2 MYNN MYT1L NAA15 NAALADL2 NAB2 NABP1 NACC2 NAPB NAPG NAV1 NCAM2 NCBP1 NCF2 NDUFB6 NDUFS2 NECTIN3 NEK7 NEURL1 NEUROD6 NEXMIF NFAT5 NFE2L3 NFIA NFIB NFYC NHLH2 NHLRC3 NIPBL NKAIN1 NLGN1 NLN NOTCH2 NPAP1 NQO2 NR2F2 NR6A1 NRBF2 NRXN1 NRXN3 NTNG1 NUFIP2 NUP62 NUP62CL NXPE3 ONECUT2 OPCML OR2L13 OSBPL8 OTUD4 OTUD6B OTUD7B P4HA2 PABPC5 PAF1 PAIP2 PANK3 PAPLN PAQR9 PASD1 PBOV1 PBRM1 PCDH18 PCDH20 PCDH9 PCDHB9 PCLO PCM1 PCYOX1 PDCL PDE11A PDE12 PDE3A PDE4D PDHA1 PDLIM5 PELI1 PEX2 PEX26 PEX3 PFKFB2 PGAP1 PGR PHC3 PHF21A PHF6 PHKG2 PHLPP1 PHLPP2 PHTF2 PIAS2 PICALM PIK3CB PKD1L1 PLAG1 PLCH1 PLCXD3 PLEKHG1 PLXNA4 PMP22 PNISR PNRC1 POGZ POU2F1 POU3F1 PPHLN1 PPIP5K2 PPM1D PPP1CB PPP1R2 PPP3CA PPP4C PPP4R3B PPP6C PRDM9 PRELID3B PRICKLE1 PRKAA2 PRKAB2 PRKAG2 PRKAR1A PRKD3 PRKX PROM2 PRR11 PRR23C PRRG1 PRTG PRUNE2 PSAPL1 PSMC6 PSME3 PTEN PTK2 PTK7 PTPN13 PTPN2 PTPRA PTPRE PTPRJ QSER1 R3HDM2 RAB18 RAET1E RAI2 RALGDS RAN RASGRF2 RAVER2 RBM12 RBM20 RBM46 RBMS3 RBPJ RC3H1 RDH10 REV1 RGS17 RHOBTB1 RHOU RICTOR RIMKLB RIMS4 RLF RLIM RMI1 ROBO1 RORB RPGRIP1L RPRD1A RPRD1B RPRML RPS6KA3 RUNX1T1 S1PR3 SAMD12 SAMD4A SAP18 SAR1B SATB1 SATB2 SCAI SCD5 SCEL SCG2 SCN2A SDC3 SEC24A SEC62 SEL1L SELENOI SENP1 SENP2 SENP6 SEPTIN11 SEPTIN7 SEPTIN8 SESN3 SESTD1 SFMBT2 SFPQ SGCE SH3BGRL2 SH3PXD2A SHOX2 SHPRH SHTN1 SLC16A10 SLC17A6 SLC2A14 SLC30A7 SLC35F2 SLC41A3 SLC44A5 SLC6A15 SLC7A14 SLITRK2 SLX4IP SMAD9 SMC5 SMIM14 SMIM7 SMNDC1 SNAP25 SNIP1 SNRPB2 SNX30 SOAT1 SOWAHC SOX13 SPAST SPEN SPIN4 SREBF1 SREK1 SSX2IP ST18 STAT1 STK17A STK32B STK4 STOX2 STXBP5 SUCO SULT2A1 SUMO1 SUPT16H SYT15 SZRD1 TAF1 TAFA2 TASOR TBL1XR1 TCF4 TDRD1 TDRD5 TEAD2 TENM1 TENT5A TESMIN TEX261 TFAP4 TFDP1 TGFBR3 TGIF2 THBS2 THRB THSD7A TIGD6 TIMM21 TLE3 TM4SF1 TM9SF2 TM9SF3 TMED2 TMED9 TMEFF2 TMEM167A TMEM170B TMEM19 TMEM33 TMEM39A TMEM41B TMEM47 TMEM64 TMEM9B TMX1 TMX3 TMX4 TNFRSF1B TNFRSF21 TNKS TNRC18 TNRC6A TP53INP1 TPD52L3 TPTEP2-CSNK1E TRIM32 TRIP11 TRIQK TRMT9B TRPC1 TTC28 TTC6 U2SURP UAP1L1 UBA52 UBA6 UBE2D3 UBE2Z UBE3A UBN2 UFM1 UNC13C UNC5C UNG UPB1 USP15 USP32 UTP23 VDAC2 VEZF1 VGLL3 VGLL4 VPS13D VPS35 VTA1 WASHC4 WBP1L WDTC1 WIPF1 WIPI2 WNK1 XYLT1 YOD1 YTHDC1 ZBED4 ZBTB20 ZBTB37 ZBTB41 ZDHHC21 ZFAND5 ZFHX3 ZFHX4 ZFR ZFX ZMPSTE24 ZMYM2 ZNF264 ZNF273 ZNF280B ZNF280C ZNF281 ZNF292 ZNF362 ZNF391 ZNF43 ZNF431 ZNF503 ZNF518A ZNF548 ZNF592 ZNF599 ZNF704 ZNF708 ZNF850 ZNRF2 MIR495_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR495_5P ABI2 ASB7 ATP2C1 BTC BTN3A1 C14orf28 CAMK2N1 CAMTA1 CEP128 CFHR3 CFHR4 CHIC1 CMKLR2 COPS8 CPSF2 CPSF6 CTNNB1 CTTN DENND5A DIPK2A FAM120A FAM120A2P FMN2 FOXN2 GAS1 GGNBP2 GIPC2 GPR37 HMGA2 HNRNPD IMMT INTS6 KANSL1L KREMEN1 LRRC55 MAFB MCOLN3 MCUB MPP1 NCOA2 NOL4L PAIP1 POU4F2 PPM1L PXDNL RYR2 SBNO1 SCN8A SIRPA SLC45A4 SLC4A4 SLC9A4 SMNDC1 SNRPF SRPK1 TBC1D1 TCF7L2 TIMM9 TNPO1 TOM1L1 TPD52 TWSG1 VCAM1 ZC3H13 ZFP36L1 ZNF281 ZNF37A ZNF417 ZNF470 MIR496 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR496 ALB AMD1 ANKRD12 ANO6 ASCC1 ASXL2 ATOSA ATP2A2 BZW2 CALB1 CCDC169-SOHLH2 CCDC43 CCNT2 CDK1 CLUL1 COL9A1 CPEB3 CS CTLA4 CYBB DACT2 DLX2 DMXL1 DNM1 DOCK9 EDIL3 ELP3 EML4 FAM185A FAT4 FBXO22 FGL1 FYB2 GARNL3 GET1-SH3BGR GFRAL GPRIN3 GRAMD2B HACD4 HIVEP2 HNRNPH1 IFT52 IL33 ILF2 IPO11 IRF2BP2 ITCH ITPRID1 KCMF1 LIMCH1 MAN1A2 MAP3K2 MATN3 MBNL1 MCTP1 MGAT2 MOXD1 MRO MTARC2 MTHFS MTX3 NPAS3 NR2C1 NXPE4 PAX6 PHYHIPL PLCG2 PLSCR1 PPP6C PRKACB PRKD1 PRMT9 PRSS35 PSMD10 PXT1 QKI RANBP9 RASGRP3 RBP3 RGS18 RHPN2 RIPOR2 SCN3A SEC23IP SEPHS1 SGIP1 SH3BGR SLC12A2 SLC16A14 SMC1B SOHLH2 ST20-MTHFS SUMO1 SUV39H2 TBC1D12 THEG5 TMCC1 TMEFF2 TMEM255A TMPRSS4 TXNDC9 TYW1 TYW1B VSIG1 WASHC4 ZMYM4 ZNF136 ZNF140 ZNF202 ZNF41 MIR497_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR497_3P ABCA5 ACSL1 ACVR1C AFG1L AGPS ALG6 AMD1 AP4E1 ARHGAP17 ARID1A ARL15 ASAP2 ASB8 ASCL1 ASPH ATAD2B ATG7 ATP1B3 BACH2 BAIAP2 BIRC6 BMPR1A BROX C5orf22 C9orf72 CAB39 CAPRIN1 CCNYL1 CDK12 CDK5R1 CENPP CEP135 CEP76 CKAP2 CLDND1 CNN2 CNST COA3 CPEB2 CPEB3 CREB1 CYCS DDX3X DNAJB1 DNM3 DPP10 DSG1 EDAR EEF2K EIF4G2 EIF4H EIF5A ELOC EP300 ESS2 EXTL3 FAM114A2 FAM120A FAM124B FBLN2 FOXO1 G2E3 GABPA GADL1 GAN GFM1 GGCT GID4 GOLIM4 GOPC GPANK1 GPR158 GPR85 GRK3 GRM2 GSK3B GUCY1A2 HAPSTR1 HECA HLCS HMGB3 HMGN3 HS2ST1 IGF1 IGSF10 IL7R INO80D INPP4A INTS6 IRF4 JARID2 KAT2B KDM5A KLF13 KLF4 LARP4 LGR4 LIFR LONRF3 LRCH1 LRRC3B LYPLA2 MAP3K4 MAPK8 MBNL1 MED13 MED14 MELK METTL13 MIEF2 MKRN1 MLLT10 MRPL1 MRPL10 MRPL47 MSRB3 MYB MYCBP2 MYO9B MYOG NAA35 NCAPG NCAPG2 NCOR1 NDFIP2 NDUFB3 NFAT5 NKRF NR2F2 NR3C1 NRCAM NTS NUCKS1 NUDT4 NUFIP2 OSBPL6 OTX2 PAK1 PAK2 PAQR5 PCGF5 PDCD6IP PGM2L1 PKDREJ PPARGC1A PPIL3 PRDM1 PTBP3 PTP4A1 PUM2 RARB RBM17 RBM24 RBPJ RCOR3 RELL1 REPS1 RICTOR RIT2 ROBO2 RPGRIP1L RTN1 RTN4 RXFP1 SAMD12 SAMD4A SCLT1 SCN9A SCRIB SECISBP2 SEMA4B SERINC3 SERP1 SGTB SKP1 SLC17A7 SLC24A1 SLC25A4 SLC30A4 SLC30A9 SLC31A1 SMAD2 SMARCC1 SMG7 SNX2 SOBP SP3 SPARCL1 SPATA9 SPIN1 SRP19 SS18 STX7 SYNRG TAF1 TAF12 TBCEL TBX18 TBX3 TCF7L2 TENT5C THADA THAP12 TIAM2 TLE1 TLR8 TM2D1 TMBIM6 TMEM108 TMEM158 TMX3 TMX4 TP53INP1 TRMT10A TTYH3 TXNRD1 UBA2 UBE2E2 UBE3C USP53 VAPA VBP1 VPS13A WNT5A WTAP XPR1 YWHAZ ZBTB34 ZC3H14 ZFAND4 ZIC2 ZNF17 ZNF385C MIR497_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR497_5P ABCF3 ABHD2 ABL2 ACOX1 ACTR2 ACVR2A ACVR2B ADAMTS3 ADGRL1 ADRB2 AGO1 AGO4 AHCYL2 AK4 AKT3 AMER1 AMMECR1 AMOT AMOTL1 ANKRD46 ANKS1A ANKUB1 ANO3 ANXA11 APLN ARFGAP2 ARHGAP12 ARHGAP20 ARHGAP32 ARHGDIA ARIH1 ARL2 ARL3 ARMCX2 ARMH4 ASH1L ATF6 ATG13 ATG14 ATG9A ATXN1L ATXN2 ATXN7L1 ATXN7L2 ATXN7L3 ATXN7L3B AVL9 AXIN2 BAG4 BCL11B BCL2L2 BTAF1 BTG2 BTRC BZW1 C12orf76 C1QL3 C1orf21 C2orf42 CACNA1E CACNA2D1 CACUL1 CAPRIN1 CAPZA2 CARM1 CASK CASR CBX2 CBX4 CBX6 CC2D1B CCDC6 CCDC88C CCND1 CCND2 CCNE1 CCNT1 CD2AP CD3E CD47 CD80 CDC25A CDC37L1 CDC42SE2 CDCA4 CDK17 CDK5R1 CDK8 CEP55 CEP85L CFAP45 CHAC1 CHD2 CHEK1 CHIC1 CHPT1 CHUK CLCN4 CLOCK CLUH CMC4 CMPK1 CNOT6L COBLL1 COL12A1 COP1 COPS7B CPD CPEB2 CPEB3 CPSF7 CREBRF CSDE1 CSRNP1 CUX1 CXCR5 CYB561A3 CYP26B1 CYP2S1 DCLK1 DCP1A DDX3X DDX3Y DENND1B DENND2C DEPDC4 DESI1 DIXDC1 DLL1 DMPK DMTF1 DNAJB4 DPY19L4 DRD1 DYNC1LI2 DYRK1B E2F3 EDA EGLN1 ELAC1 ELL ENAH ENSG00000275993 EPC1 EPHA7 EPHB2 ETNK1 EXOC3L2 EYA1 EZH1 FAM110C FAM133B FAM135A FAM81A FAM89A FAM91A1 FASN FBXL20 FBXO21 FBXW7 FERMT2 FGF2 FGF7 FGFR1 FLT3 FOXK1 G2E3 GABARAPL1 GALNT13 GALNT7 GAREM1 GATAD2A GCC2 GFAP GGA3 GHR GLS2 GNAT1 GPATCH8 GPR63 GRM7 GSTCD HECTD1 HELZ HEPHL1 HERC6 HIGD1A HIPK2 HMBOX1 HMGA1 HSPA4L HSPG2 HTR2A HTR4 IARS1 IFT74 IGF2R IKBKB ILDR2 INSR IPO7 IPPK ISLR IVNS1ABP JARID2 JPH3 KANK1 KCNG4 KCNJ2 KCNK10 KCNN4 KCTD8 KDSR KIF1B KIF1C KIF21A KIF23 KIF3B KIF5B KIF5C KLHL2 KRTAP11-1 KRTAP4-6 LAMC1 LAMP3 LARGE2 LATS1 LDLRAD2 LGR5 LITAF LRIG1 LRIG2 LRP2 LRP6 LRRK1 LRRN3 LSM11 LURAP1L LUZP1 MAMSTR MAN2A2 MAP2K1 MAP3K13 MAP3K9 MASP1 MCU MED26 MEOX2 MEX3C MFN2 MGAT4A MIDEAS MKNK1 MKX MNT MOB3B MOB4 MTFR1L MTMR3 MYB MYBL1 MYEF2 MYLK MYO5A MYO5B N4BP1 NAA25 NAPG NAV1 NCS1 NECTIN1 NF1 NFATC3 NHLRC2 NOB1 NOS1 NR2C2 NRN1 NRP2 NSG1 NSMF NUFIP2 NUP50 OGT OMG OOEP OTX1 P3H2 PABIR2 PAFAH1B1 PAFAH1B2 PAG1 PAPPA PARVA PCDH17 PCDH9 PCMT1 PDE3B PDIA6 PDK4 PDZD8 PEDS1-UBE2V1 PELI2 PEX13 PHF19 PIAS2 PIK3R1 PIP4P1 PIP4P2 PISD PLAG1 PLPP1 PLRG1 PLXNA4 PLXNC1 PNPLA6 POU2F1 PPM1A PPM1E PPP1R11 PPP2R1B PPP6R3 PPT2 PRDM4 PRRC2C PTH PTPN3 PTPN4 PTPRD PTPRR QKI RAB11FIP2 RAB30 RAB9A RAB9B RAD23B RAD50 RARB RASEF RASGEF1B RASSF8 RBBP6 RBM12 RBM24 RBM6 RBPJ RECK RELN RET RETREG2 RFK RFX3 RICTOR RNF10 RNF144B RNF217 ROCK2 RPS6KA3 RPS6KA6 RREB1 RS1 RSPO3 RUNDC3B RUNX1T1 SALL1 SALL4 SAMD10 SAV1 SCN8A SCOC SEC24A SEH1L SEL1L3 SEMA3A SEMA5B SEMA6D SEPTIN2 SERBP1 SESN1 SETD3 SGK1 SH3GL2 SHOC2 SIK1 SIPA1L2 SIRT4 SKI SLC11A2 SLC12A2 SLC13A3 SLC20A2 SLC25A37 SLC2A14 SLC35G1 SLC36A1 SLC39A10 SLC39A9 SLC4A4 SLC6A11 SLC9A6 SLIT2 SMAD7 SMIM13 SMURF1 SMURF2 SNRPB2 SNTB2 SNX16 SOBP SOCS6 SON SOX6 SPRED1 SPRYD3 SPTBN2 SPTLC1 SREK1 SRPRA SSR1 SSTR3 ST7L ST8SIA3 STK33 STOX2 STRADB STXBP3 STXBP5 SUCO SUMO3 SYDE2 SYNJ1 SYNRG SYPL1 SYT3 SYT4 TAB3 TARBP2 TBL1XR1 TBP TBPL1 TCAIM TENM2 TFAP2A TFCP2L1 TGFBR3 TGIF2 TLK1 TLL1 TMC7 TMCC1 TMEM100 TMEM135 TMEM154 TMEM178B TMEM183A TMEM199 TMEM245 TMEM268 TNFSF13B TNRC6B TRABD2B TRAM1 TRANK1 TRIM66 TSC22D2 TUBA4A UBE2Q1 UBE2V1 UBE4A UBE4B UBFD1 UBN2 UBQLNL UNC13A UNC5D UNC80 UROS USP15 USP25 USP3 USP31 USP42 USP44 UTP25 VEGFA VPS33B VPS4A WBP11 WEE1 WIPI2 WNK3 WNT3A WNT7A WWC1 XPO7 YTHDC1 YWHAH ZBTB20 ZBTB34 ZBTB39 ZBTB44 ZBTB46 ZC2HC1A ZC3H13 ZCCHC2 ZCCHC3 ZDHHC15 ZFHX3 ZFHX4 ZMAT3 ZMYM2 ZNF367 ZNF449 ZNF622 ZNF691 ZNHIT6 ZNRF2 ZNRF3 ZSCAN31 MIR498_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR498_3P ABCE1 ABHD18 ABHD4 ACBD5 ADAM19 ADAMTS16 ADAMTS17 ADO ADSL AKAP13 ALKBH8 AMER1 AMOT ARPP19 ARSF ASCL4 ASPH ASXL3 ATP2B1 ATP2B4 BIRC2 BMPR1A BNC2 BRWD3 C1orf52 C5orf15 CAMSAP2 CARD18 CARMIL1 CCDC117 CCDC138 CCNY CCNYL1 CDK6 CDKL5 CEP152 CEP68 CGGBP1 CHFR CILP2 CLK2 CNR1 CNTN1 COL4A2 COL4A4 COL5A1 COL9A1 CPSF7 CREB5 CRISPLD1 CTSO CYBRD1 DAB2 DCLK1 DCX DENND1B DNMT3A DOCK11 DOCK3 DOLPP1 EFEMP1 EMP2 EOMES EPHA7 ERC1 FAM13B FAM3C FBN1 FBN2 FRS2 FZD6 GARRE1 GLI2 GLIS3 GNE GPAM GPX7 GRAMD1B GRIA3 GSE1 GSK3B HACD1 HAS3 HDAC4 HDC HMCN1 HMGN3 HOMER2 HS2ST1 IGSF3 INSIG1 JOSD1 KCNK10 KCNN3 KCTD20 KLF4 KLHL18 KPNA1 LARP4B LDLRAD4 LIF LIMS1 LOXL4 LRP6 MACIR MACROH2A2 MAPRE2 MED12L MED28 MFAP1 MIDEAS MOB1A MORF4L1 MORF4L2 MUC7 MXD1 MYCN N4BP2 N4BP2L1 NAV1 NAV2 NCBP3 NID1 NIN NIPSNAP3A NKRF NLRX1 NOTCH2 NSF OPN3 OSBPL6 OSTC PAIP2 PCSK5 PDGFA PDGFB PER3 PGAP1 PHACTR2 PIK3R1 PINX1 PPIP5K2 PPM1E PPP1R15B PPP2R5D PRKAB2 PRKRA PROSER1 PRSS12 PTBP3 PTPRK PTX3 PURG PUS7 RAB12 RAB14 RAB33B RAP1A RARB RCC2 RELA REST REV3L RFX3 RND3 SCN2A SCN9A SEMA4D SEPHS1 SERINC5 SERP1 SFXN3 SHPRH SLC2A14 SLC2A3 SLC4A7 SMAD2 SMS SOCS7 SOWAHC SPAST SPATA2L SPDL1 SPTAN1 SYN2 SYPL2 TAF5 TCF4 TDG TENM3 TET1 TET3 THBS2 TIPRL TMEM65 TMEM74 TRA2B TRAK2 TRIB2 TRIM63 TTC9 UBFD1 USF3 USP34 USP42 USP6NL VASH2 VPS37C VTA1 XBP1 XKR4 XKR6 ZBTB41 ZCCHC14 ZNF366 ZNF438 ZNF518B MIR498_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR498_5P AAK1 ALAD ATAD2B ATOSB ATP11C ATP2B1 ATP5F1E B3GNT2 BACH2 BAG4 BEST3 BIVM BMI1 C12orf76 C2CD4A C5 CA13 CACNA2D3 CAPZA2 CCPG1 CCR5 CD109 CD2AP CDK6 CHD1 CHFR CHM CHORDC1 CILP CIPC CLTRN CMPK1 COA7 COMMD3-BMI1 CRCP CREB1 CREBBP CREBL2 CREBRF CRLS1 CUL4B DAB2 DBF4 DCBLD2 DCLK1 DDX4 DENND4C DHX35 DICER1 DSN1 DUSP4 DYRK1A EAF1 EIF2S1 ELAVL4 EML4 EP300 ESRP1 ETNK1 EYA3 FA2H FAM193A FAM200B FAM98A FAR1 FBN1 FBXO45 FERMT2 FLVCR1 FNTB FOXJ3 FRAT2 FRMD3 FUBP3 GABRA4 GABRG2 GALNT7 GATM GCNT1 GCOM1 GJA1 GLMN GNA13 GPR107 GPR171 GRIA3 GSK3B HBP1 HIPK1 HOOK3 HS3ST2 HSPA12A IL1R1 INSC IRF2 IRF2BP2 ITSN1 KCNN3 KCNT2 KDM6A KDM7A KIF5B KLF6 KLF7 KLHL18 KLHL42 LARP1 LEP LIN28B LINC02694 LMO3 LNX2 LPCAT2 LRRC8C MAB21L1 MAGEE1 MAPK6 MARCHF4 MATN3 MCTP1 MEAF6 MED14 MIPOL1 MLANA MMAA MOB1B MORF4L2 MRFAP1 MTRF1L MYPN NAB1 NAP1L3 NCAM2 NCOA1 NEMF NFIB NOSTRIN NSMCE2 NUDT19 ODC1 OLIG3 ONECUT2 OSBPL11 OVOL2 PABIR1 PACSIN2 PALM2AKAP2 PALM3 PAM PAQR8 PCGF5 PDE4B PDE4DIP PGM2 PHF3 PHF6 PLD5 PLEKHG1 POLQ POLR2M PPIP5K2 PPM1A PPP1R15B PPP1R3D PPP6R3 PRKAG2 PRTG PSD3 PSMA2 PTPN1 PTPN4 PWWP3B RAB28 RAD52 RALA RALGAPB RANBP3L RCBTB1 REEP3 RESF1 RFESD RFK RGS4 RHOQ RIPOR2 RNF11 RSPH4A RTN3 SARAF SEMA6D SIX4 SKI SKIL SKP2 SLC2A3 SMIM13 SNRK SPIN4 SREK1 SRGAP1 STK39 STRADB STRBP STXBP5L STYX SYNPO2 TAFA2 TBC1D4 TENT4B TET1 TET2 TET3 TFRC TIMM17A TLL1 TMEM245 TMEM59 TMEM69 TMTC1 TRABD2A TRIM71 TRPC3 TTC13 U2SURP ULK1 UNC80 USF3 VAPA WDR26 WT1 WWOX YOD1 YPEL2 YWHAG ZBTB43 ZDHHC6 ZEB2 ZFP36L1 ZNF449 ZNF518A ZNF532 ZNF652 ZNF689 ZNF70 MIR4999_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4999_3P ADAM7 ALDH6A1 APOOL ARMC8 BAZ2B BCL11A C18orf25 CMTM6 COMMD3-BMI1 CWC27 DDX17 ELAVL4 EMB ERICH5 EWSR1 FAM13B GLS GTDC1 GULP1 KIF18A LIN54 MMD MSI2 NHLH1 NHLH2 NLRP5 NPAS4 PPT1 PWP2 SLC17A4 SLC7A11 SYT1 TAF15 TGFBR1 TGM2 UQCRB USP3 XBP1 MIR4999_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR4999_5P ADAMTS5 AIDA ANKRD12 APOL3 ARL5B ARL8B BMP6 BRINP3 CA13 CAMK4 CAMTA1 CAT CCNL2 CD40LG CEP44 CLPX CLXN CNTNAP2 CTNNB1 CTSS DCX DMAC1 DYNLT3 DYRK2 EAF2 EIF4E EIF4ENIF1 ELOVL5 ENOSF1 FAM76B FAM83A FAM8A1 FOXP2 FSD1L GABRA1 GEMIN8 GLCE GTF2A2 HECW2 IL1R1 KDM5B KIAA1549 KLLN KRT14 LAYN LFNG LMX1A MED21 MSX2 MYBL1 NCAM1 NEGR1 NRG1 OTUD4 OTX1 PALS2 PDGFRB PDK3 PHF12 PIH1D2 PPP1R16B QDPR R3HDM1 RAP2C RHOU RO60 RUNX1T1 SCD5 SDHB SEC62 SESN1 SFTPA1 SHC4 SLC38A2 SLMAP SMAD6 SMARCA4 SREK1 TBC1D9 TEX55 TLR7 TM2D3 TMEM117 TMEM156 TMEM196 TOMM40L TSPY1 TSPY10 TSPY2 TSPY3 TSPY4 TSPY8 TWNK UBE2F USP25 USP42 WDFY3 ZBTB43 ZFAND5 ZNF143 MIR499A_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR499A_3P AAK1 ADAMTS9 AGXT2 AKAP6 ANO5 ARL5A ATOSA BCLAF1 BRD1 C4orf46 CACNA2D4 CAPRIN2 CCNL1 CDC42EP3 CEP44 CLDN22 CRISPLD1 CXXC4 DCAF8L1 DLL1 DMXL2 EDEM3 EDIL3 EGR2 EPGN ERC2 ERCC6 EYA1 FGFBP3 FIGN FOXN2 FOXN3 FRY FUT9 FZD9 GABRB3 GNG2 GPM6A GRAMD1C GXYLT1 HACD4 HEATR5A HK2 HOMER1 HOXA5 IPO8 ITFG1 IVNS1ABP JMJD1C KBTBD2 KCNE4 KDM5B LAMB3 LEPR LRP1B LSM8 MAD2L1 MAF MAN2A1 MAP3K1 MAP4K3 MAPK8 MAPK8IP3 MARK1 MBD2 MBTPS2 MEOX2 MFN2 MIER3 MMUT MOCS2 MSANTD2 MSANTD3-TMEFF1 MSI2 MSL2 MYO6 NAA15 NDFIP1 NECTIN1 NEK2 NRIP1 ODF2L OMG OTUD4 OTUD6B PAK3 PAPOLB PCDH11Y PCM1 PDGFC PDPK1 PDZD8 PGAP1 PI15 PITPNA PKP1 PLS3 POM121 POM121C PPM1B PPP1R26 PPP4R3A PRDM5 PRKG1 PSMG4 RAP1GDS1 RAP2B RBM27 REEP3 RNF144A RUFY3 SCRIB SDCBP SEC24A SEC62 SEPTIN7 SLC17A6 SLC30A4 SLCO3A1 SMOC2 SNAP25 SNCAIP SNX3 SON SOX6 SPIN1 STIM2 STXBP5L SUCO SUGP2 TAF9B TANC1 TAOK3 TBX3 TCF7L2 TENM3 TENT4B TET2 TFCP2L1 TMEFF1 TMEM132B TMEM178B TMX1 TRAPPC11 TRDN TRIB2 TRIO TSPYL1 TTN UBE2D3 UBE2E3 UBFD1 UEVLD USP3 USP9X XKR4 ZC3H6 ZEB2 ZFAND5 ZIC2 ZNF257 ZNF260 ZNF503 ZNF529 ZNF585A ZNF99 MIR499A_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR499A_5P ADAM10 ADCYAP1 AHCTF1 ANKRD40 ANKRD49 ANTXR2 ARGLU1 ARHGAP12 ASPH ATF2 CACNB2 CERT1 CNOT6L CNOT9 CNTN5 COL5A2 COLQ COMT CPSF2 CREBZF DCAF5 DCP2 DDX1 DEPDC1B DGCR8 DNAJC25 DSG2 E2F3 EBAG9 EDAR EIF4G2 ELAVL4 ELMOD2 EML4 EPB41L2 EPM2AIP1 ERCC4 EYA4 FAM172A FBN1 FBXW8 FNBP4 FNIP1 FOXN2 FOXP2 GATA3 GDF9 GPR180 H2AZ1 HDAC9 HNRNPC HP1BP3 HSD17B13 IKZF2 IMPG2 JADE1 KCNA4 KCNN3 KDM7A KIF13B KLF7 KLHL42 KPNA3 LAMP3 LIMA1 LIN28B LIPA LRCH2 LRRC8C LRRTM1 MAMDC2 MAP2 MAPK6 MARS2 MCU MED13 MEIS3 MFSD14A MPZL2 MTERF1 MYEF2 NDUFA5 NOCT NOVA1 NR3C1 NRARP OMG OSBPL1A PAPOLA PCDHB11 PCDHB13 PDCD4 PEDS1-UBE2V1 PEG3 PHLDA2 PLAG1 PLN PNISR PPP3CA PPP4R3B PRKAR1A PRPSAP1 PTAR1 PTBP2 PTBP3 PTCH1 PTP4A1 PTPRG RAB5C RALYL RCN2 RCOR3 REEP1 REST RGS21 RIMS1 RMDN3 RNF145 RRAGB RSBN1 SAMD8 SCN4A SDC2 SEC11A SEC14L1 SECISBP2L SEH1L SEMA3A SH3KBP1 SIAH3 SKP1 SLC12A2 SLC30A4 SLC6A13 SLC9C1 SMC6 SMCO1 SMIM15 SNRK SNX2 SOS2 SOX5 SOX6 SPRED1 SRI ST7 ST8SIA4 STC1 SYBU TESK2 TGFA THBS2 TMBIM6 TMEM100 TMEM202 TNFAIP8L3 TNFSF10 TRUB1 TSPAN12 TUT7 TVP23C UBE2V1 UBE2V2 UQCC6 USP45 VAV3 VCPIP1 VPS13A WDR41 XRN1 YBX1 YIPF6 ZNF217 ZSWIM7 ZUP1 MIR499B_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR499B_3P AAK1 ADAMTS9 AGXT2 AKAP6 ANO5 ARL5A ATOSA BCLAF1 BRD1 C4orf46 CACNA2D4 CAPRIN2 CCNL1 CDC42EP3 CEP44 CLDN22 CRISPLD1 CXXC4 DCAF8L1 DDX46 DLL1 DMXL2 EDEM3 EDIL3 EGR2 EPGN ERC2 ERCC6 EYA1 FGFBP3 FIGN FOXN2 FOXN3 FRY FUT9 FZD9 GABRB3 GNG2 GPM6A GRAMD1C GXYLT1 HACD4 HEATR5A HK2 HOMER1 HOXA5 IPO8 ITFG1 IVNS1ABP JMJD1C KBTBD2 KCNE4 KDM5B LAMB3 LEPR LRP1B LSM8 MAD2L1 MAF MAN2A1 MAP3K1 MAP4K3 MAPK8 MAPK8IP3 MARK1 MBD2 MBTPS2 MEOX2 MFN2 MIER3 MMUT MOCS2 MRTFB MSANTD2 MSANTD3-TMEFF1 MSI2 MSL2 MYO6 NAA15 NDFIP1 NECTIN1 NEK2 NRIP1 ODF2L OMG OTUD4 OTUD6B PAK3 PAPOLB PCDH11Y PCM1 PDGFC PDPK1 PDZD8 PGAP1 PI15 PITPNA PKP1 PLS3 POM121 POM121C PPM1B PPP1R26 PPP4R3A PRDM5 PRKG1 PSMG4 RAP1GDS1 RAP2B RBM27 REEP3 RNF144A RUFY3 SCRIB SDCBP SEC24A SEC62 SEPTIN7 SLC17A6 SLC30A4 SLCO3A1 SMOC2 SNAP25 SNCAIP SNX3 SON SOX6 SPIN1 STIM2 STXBP5L SUCO SUGP2 TAF9B TANC1 TAOK3 TBX3 TCF7L2 TENM3 TENT4B TET2 TFCP2L1 TMEFF1 TMEM132B TMEM178B TMX1 TRAPPC11 TRDN TRIB2 TRIO TSPYL1 TTN UBE2D3 UBE2E3 UBFD1 UEVLD USP3 USP9X XKR4 ZC3H6 ZEB2 ZFAND5 ZIC2 ZNF257 ZNF260 ZNF503 ZNF529 ZNF585A ZNF99 MIR499B_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR499B_5P AAK1 ACIN1 AGRN APBB1 ASAP1 ATP2B3 ATP5MC3 BIN2 C17orf75 C5orf24 CAMSAP2 CBLN1 CDK17 CHD6 CNOT8 COPS3 CSRNP3 DLG2 DTNA ENO2 EP300 F2R FAM199X FAM53C FBXO40 FNDC3A FOXD3 GDF15 GLRB GORAB HSPH1 ILDR2 ISL1 ITCH JAZF1 KCNB1 KIAA0586 KLRC4 KMT5B LARP4B LPP LRRIQ3 LURAP1L MACO1 MAIP1 MARK3 MLXIP MRS2 MUC7 NAPG NCBP2 NEK2 NIPA2 OLIG1 OPRK1 OTUD1 PDS5B PHB1 PLCB1 PPP1R9A PPP3R1 PRDM10 PRMT2 PRMT6 PRPF40A RASSF6 RHOV RNF214 RRN3 RSBN1 SCX SEMA4B SEPHS1 SNX13 STX7 STXBP5 SYNPO2 TCF4 TDG TET1 TFCP2L1 TGFB2 TIFA TLCD4 TLE4 TOE1 TP53INP2 TRAPPC8 TSSK4 TWIST1 TWSG1 UBXN7 USP15 VPS45 WDR37 WDR77 YBEY ZFP91 MIR5000_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5000_3P AAK1 ACVR2B AQP6 ARF3 ARHGAP12 ARL15 ARL8A BCL11B BMP2K BOD1 BOD1L2 BORCS8 CAP1 CASP10 CCAR1 CCN4 CDK8 CDKN2C CLCN3 CNR1 DDX3X DKC1 DNAJA2 DND1 DOP1A DTNA DUSP3 ERGIC1 ETNK2 FAM118B FCRL2 FMR1 FXYD3 FYN GFPT2 H6PD HEG1 HMGCLL1 HOXA5 HSPA13 HSPA4L LCMT2 LINC02693 LINC02902 LMOD1 LRRC59 LSM11 LY75 MAP3K9 MAU2 MMD2 MTMR4 MTPN MYCBP2 NALF1 NR2F1 NR2F2 PACS2 PAIP2B PAX6 PCDH17 PDCD6IP PLAG1 PRDM6 PRPF38B PTP4A3 PTPN1 RAB10 RAB9B RALGAPA2 RORB RRAGD RSKR SKIDA1 SLC18B1 SLC39A7 SLIT2 SNAP25 SPCS2 SPEG SPINK5 SSH1 STX1B THRAP3 TLCD4 TMED4 TMEM121B TOMM6 TXNDC17 UBE2N UBL3 UBXN7 UPF3B URGCP-MRPS24 USP35 VAV3 VPS29 VPS35L WASF3 WDFY3 XK YTHDF3 ZFHX4 ZIC3 ZNF423 ZNF709 MIR5000_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5000_5P ACVR2A ADAMTS8 ANKRD29 ANXA4 ARGLU1 ATRAID BAMBI BPTF CA10 CD59 CD81 CDIN1 CDK13 CDR2 CHKA CILK1 COPS7B CPEB3 CRYZ CSNK1A1 CSNK1G3 DENND6A DNAJB9 DNAJC21 DR1 ELOC EMC1 EMILIN3 ENY2 ERCC4 FAM78B FUBP3 GEMIN8 GOLT1B GOSR1 GPR160 GRB2 GTF2H1 HBD HDDC2 HEPN1 INA ITCH KALRN KRIT1 LBH LEPROTL1 MAK16 MAPK8 MDM1 MTM1 NFAT5 NOVA1 NTNG1 OGT PHTF2 PIAS2 PLA2G3 PLK2 PMEPA1 PPP1R1C PPP1R3A PSENEN PTPRB RAB3C RAC1 RASGRP3 RBM28 RC3H1 RELA RNF13 RNF212B RUNX2 SALL1 SAMHD1 SETD2 SH3D19 SIAE SLAIN2 SLC12A6 SLC26A5 SLC38A2 SNRPF SOX2 SP1 SPON1 SPRING1 SSBP2 STAMBP TRMT5 TTC33 TUT4 UBE2U UBP1 UQCC3 VCPIP1 XRN2 ZBTB6 ZBTB8A ZDHHC9 ZNF292 ZNF322 MIR5001_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5001_3P AAK1 ABHD4 ADAMTS5 AFF2 AIMP1 ANKRD7 ANOS1 ATRX BACE1 BMPR1A BPTF C1orf112 C1orf141 C1orf216 CA12 CABP7 CARF CCDC113 CD164 CDY1 CDY1B CERS3 CHST2 CHST6 CLINT1 CNTLN COLEC10 CSTF3 CTC1 DCAF5 DDX3X DENND11 DENND1B DGKG EDAR EI24 EML4 ENPEP ENSG00000266560 ENTREP1 FAM32A FAS FMN1 FUT9 GABPA GATA3 GATAD2A GID4 GNAL GPAT3 GPR176 GREM2 GRID2 GSPT1 GTDC1 GTF2E1 HAPLN1 IL1F10 IREB2 JPT2 LMBR1 LMOD3 LPP MACF1 MAGEA5P METTL21A MOAP1 MPZL1 MRPL17 NAV3 NCOA1 NCOR2 NF2 NFAT5 NFATC2 NFIB NHLRC2 NIPBL NLGN1 NR4A2 NR4A3 NRG4 ODC1 OLIG1 PAFAH1B1 PALLD PCSK5 PDCD2 PKNOX2 PLB1 PLCB4 POC1B POLH PRKAB2 PROM2 PROS1 PSMC2 PTBP2 PTN PYGO2 RAB37 RAB3B RAPGEF1 RAPGEF5 RASSF5 RBM39 RCC1L RDH10 RNASE11 RPA1 SCAI SEZ6L SH2B3 SH3PXD2B SIRT5 SLC25A26 SLC25A36 SLC39A6 SLC6A11 SORCS1 SRPRA SSR1 STK3 STRAP SUMF2 TAF7 TBCEL THSD7B TIA1 TLE4 TMEM178B TMEM53 TNFRSF13B TNIK TP53RK TPBGL TPPP TRAM2 TUSC3 TXLNB UCHL5 UQCR10 USP34 USP48 USP51 VCPIP1 VPS35L ZBTB1 ZFAND5 ZFC3H1 ZFHX3 ZKSCAN8 ZNF132 ZNF215 ZNF559-ZNF177 ZNF609 MIR5001_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5001_5P ABCF1 ABCF2 ACE ACVR1B ACVRL1 ADGRL1 AOC3 AP5B1 APC2 APLN ARHGAP1 ARID3B ARL2BP ARRB1 ATP2B2 BCAM BCL2L13 BPTF BTF3L4 CDC42SE1 CDR2L CDYL2 CERS1 CLCF1 CLDN18 CLDN19 CLDND1 CLIP3 CNIH2 CNP COPS7B CPEB3 CPLX2 CPSF7 CRTC1 CTCF CUEDC1 DENND2B DNAJB5 EEFSEC EIF5 ENG ERC1 EVC FAM219A FBXL16 FBXO41 GAB1 GFI1 GIPC3 GLIS2 GNAI2 GNG13 GPBP1L1 GPRIN1 GRIK3 GSK3A HOXA7 IGFBP5 IQSEC2 ITCH JMJD8 JPH3 KCNIP3 KCNS1 KIAA0513 KIAA0930 KIF21B KLK4 LARP1 LIFR LOXL3 LRP1 LZTS1 MAP6D1 MBTD1 MDGA1 MFAP1 MPZL2 MYO1C NAP1L3 NATD1 NCOR1 NDRG4 NECTIN1 NFIC NFIX NKAIN2 NKIRAS2 NMD3 NPTX1 OLFML2A OSBP2 OTOF PACS1 PARVG PAX7 PDE4D PEX14 PHLDB1 PKIG PKLR PKP2 PLXDC2 PML PMM2 PPIE PPIL2 PPM1H PPP1R11 PPP3R2 PRLHR PTPRF RAB5A RAB6B RAP1GAP2 RELT REXO1 RNF20 RPIA RPL28 SDC3 SDK2 SEMA7A SEPSECS SH3PXD2A SH3PXD2B SHB SLC2A8 SLC45A2 SLC6A17 SMPD3 SOGA1 SON SPOCK2 SRSF7 ST3GAL1 STK40 STRBP STUM SYNDIG1L SYNJ1 SYT7 SZT2 TAGLN TAOK2 TBL1XR1 TM2D3 TMCC3 TOX2 TRAF1 TRAF7 TRMT61A TRPM3 TTL TTLL6 TTYH3 TYSND1 UBA1 VAMP1 WARS1 WDR48 YY1AP1 ZBTB4 ZFR2 ZNF219 ZNF395 ZNF609 ZNF672 MIR5002_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5002_3P ABCA5 ARID4A AWAT1 C1GALT1 CAB39 CACNB4 CAV1 CEP20 CLINT1 CRMP1 CSTF2 CYP21A2 CYRIA DNALI1 DOCK3 EBPL EFCAB13 EHMT1 GDAP2 KPNB1 MACO1 MARCHF5 MAT2B MGMT MLEC MRPL58 MSTN NFKBIZ NLGN4X NPAT PATZ1 PIP4K2B PKN2 PON1 PPP1R12A PPP3CA RBM41 RMND5A SAMD8 SETBP1 SIX3 SLC25A36 THAP5 THRSP TRPM7 TSC22D1 TYW5 UPF2 WFDC3 ZBTB5 ZIC3 MIR5002_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5002_5P ADAMTS19 AGTPBP1 AHCTF1 AHR ALDH1A2 ALKBH6 ANO1 ARHGEF10 ARHGEF12 ARHGEF38 ARMCX2 ARPC5 ATF7IP ATP11C ATP2B1 ATP5MC3 AUH BBX BICC1 BIRC6 C11orf87 C1orf112 C5orf63 CAPN15 CBFA2T2 CCDC57 CCDC88A CD163 CD2AP CDC42BPA CDK12 CDO1 CDR2 CEP63 CHST9 CLOCK CMPK2 CNNM2 CNTN1 COL12A1 COL25A1 CREBRF CTNNA3 CTTNBP2NL CTXN3 DCLK1 DDB1 DMD DMRT3 DOCK4 DTWD2 DUSP1 DUSP3 DVL2 DYNC1LI2 DYNC2LI1 DYNLL2 EEA1 EFCAB14 EFCAB5 EPM2AIP1 EYA4 FAHD1 FAM117A FAM136A FAM156A FAM156B FAM171A1 FBN1 FGD4 FGL1 FLOT1 FNBP1 FOXK2 GAD2 GADD45A GALNT7 GCC2 GNAI3 GNE GOLGA1 GPATCH11 GPR22 GRIA2 GULP1 H2AZ1 HECW1 HELLS HIPK2 HLA-DPB1 HOXA9 HYCC2 IFI27 IGF1 IGF2R IRF2BP2 JOSD1 KARS1 KAT6B KCNA6 KCNJ3 KDM4A KIAA0232 KIAA1217 KLHL5 LATS1 LGI1 LIG4 LIN9 LPGAT1 LPP LRRC8C LRRTM1 LYST MANEA MAPK9 MBNL2 MBTD1 MEI4 MIGA1 MINDY2 MINDY3 MLLT3 MOSMO MYH9 MYL6 MYLK MYO5B NAPEPLD NDUFAF4 NIPSNAP3A NR2E1 NR3C1 NR5A2 NRBF2 NRG3 NUDT12 NUFIP2 OGT ORC4 OXR1 P3R3URF-PIK3R3 PABPC4 PAIP1 PAIP2 PCGF2 PDE1C PDIK1L PEX5L PIK3R1 PIK3R3 PLAGL1 PLD5 PLEKHA3 PLEKHA8 PLXNC1 POLR3E POU2F1 POU2F2 PRDM1 PRDM16 PRKAG2 PSEN1 PSIP1 PTBP1 PTGFRN PTPDC1 PTPRJ PYGO2 QKI RAB27B RALGPS1 RALGPS2 RANBP9 RAP1B RASSF8 RBPJ RFX3 RGPD3 RGPD4 RGPD5 RGPD6 RGPD8 RHOQ RICTOR RIMKLA RIMS1 RMND5A RNF165 RNF6 RO60 ROCK1 RPF2 SCAF11 SGCE SGO2 SH3BGRL2 SLC12A2 SLC1A2 SLC2A3 SLC35A2 SLC38A2 SLC4A4 SLITRK4 SMAD2 SNX16 SNX18 SORD SRPRA ST7L STC1 STK19 STT3A TBC1D15 TEAD1 TEP1 THAP4 TM9SF3 TMCC3 TMEFF2 TMOD3 TNRC6B TNRC6C TOX TPD52 TPM4 TRAM1 TRHDE TRIM33 TRPC5OS TTC7B UBA2 UBE2E3 UBE2G1 UBP1 UHMK1 UNC5C USP31 USP32 USP45 USP48 USP9Y VCPIP1 VIP VPS26A WDR3 WFS1 WIPF3 WWC2 XPO4 YIPF5 YWHAG ZBTB34 ZBTB44 ZC3H11A ZFP36L2 ZMYM5 ZNF217 ZNF699 ZNF780A ZNRF3 MIR5003_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5003_3P A1CF ACBD7 ACSM2A ACVR2B ADAMTS18 ADAMTS5 ADAMTS6 ADAT2 ADCYAP1 AFG1L AGMO ALG10B ALG11 ALG14 ANK2 ANKRD34B ANLN AP5M1 ARHGEF4 ARL5A ARRDC3 ASAH1 ATG3 ATP11B ATP6V1G1 ATP8B1 ATRN BACH2 BCL11B BEND2 BEND4 BHMT BRWD1 BRWD3 C11orf58 C17orf78 C2orf69 CACNA2D1 CADM2 CALD1 CAPZA2 CBL CCDC25 CCDC82 CCDC88A CD226 CD2AP CDC42 CDH1 CDH13 CDH8 CDK12 CDON CERT1 CGRRF1 CHST6 CILK1 CIPC CLDN12 CLOCK CLUAP1 CNKSR2 CNKSR3 CNTN3 COG6 COL4A4 COL5A1 CPNE3 CREB1 CREBL2 CREBZF CREM CRISPLD1 CSMD3 CSNK1G3 CTXN3 CUL4B CXADR CYP1B1 DAZ2 DCAF12L1 DCP1B DHFR DHFR2 DMTF1 DMXL1 DRD1 EDN1 EIF4G3 ELAVL2 ELMOD2 ELP5 ENKUR ERG28 FAM120C FBXO11 FBXO32 FBXO34 FBXO45 FGD5 FGF12 FIP1L1 FOXJ1 FYTTD1 FZD3 GALNT6 GBP7 GGPS1 GLI2 GLS GORAB GPM6A GREB1 GRPR GSK3B GTF2H1 HMGB1 HSDL2 HSF5 HSP90AA1 HYDIN IFIT5 IL17B IMPACT INTS6 IPO5 ITGA6 IYD JAG1 KCND2 KCNK6 KDM5A KDM6A KIF11 KIT KLF12 KLHL11 KLHL24 KLHL9 KMT5B LAMC1 LARS1 LASP1 LPP LRRIQ3 LSM11 LUC7L3 LYRM1 LYSMD3 MAB21L1 MAGI1 MAGI3 MAP3K2 MARCHF5 MARCKS MAT2B MBLAC2 MBTPS2 MCFD2 MCTP1 MED13 MFSD6 MLLT10 MON2 MOSPD2 MRFAP1 MRPL50 MRTFB MSANTD3-TMEFF1 MSL2 MYT1 NABP1 NANOS1 NAV3 NDN NDUFB6 NEDD4 NETO1 NEUROD1 NEXMIF NF1 NHS NID1 NLGN4Y NR2C2 NR2E1 NRIP1 NUFIP2 NUP50 OGN ORC4 OTUD6B PAFAH1B1 PAPPA2 PCDH15 PCGF5 PCSK6 PDK3 PDS5A PECR PGRMC1 PHC3 PHIP PIAS1 PLEKHH1 PNMA1 POMP PORCN PPP1R3C PPP2R3A PRDM12 PRKAB2 PRPF39 PTGR3 PTPN22 PUM2 PURA PURG QSER1 RAB11FIP2 RAB21 RAB30 RAVER2 RBM15 RBM44 RBMXL2 RC3H1 RDM1 RFX3 RGS7BP RHOXF2 RHOXF2B RIMS2 RNASEH2B RND3 RNF180 RNF217 ROBO1 ROBO2 RPGRIP1L RPN2 S1PR3 SAXO2 SBF2 SBNO1 SCN7A SEMA3D SERPINI1 SH3BGRL2 SHFL SHISA6 SLC16A1 SLC44A1 SLC4A5 SLC6A5 SLC7A11 SLC7A14 SLC7A7 SLITRK4 SMG7 SMLR1 SMTNL2 SNIP1 SNX5 SP4 SPRED1 SS18L1 SSBP2 SSX2IP STARD13 STIM2 STRIP2 SYT4 TAB2 TAFA2 TARDBP TBP TBX22 TENM1 THUMPD1 TMEFF1 TMEM100 TMEM168 TMEM170B TMEM242 TMEM245 TMEM33 TMEM47 TMIGD1 TMPO TMTC3 TRA2B TRAPPC11 TRIM59 TRIM71 TRPC5 TSFM TTC28 TTI1 TUBA1A UBE2H UBL4B UBXN4 USP27X USP46 USP53 VASH2 VGLL3 WDR26 WWC2 XPR1 YRDC YWHAQ YY1 ZBBX ZBTB10 ZC3H12C ZCCHC4 ZCCHC8 ZDHHC2 ZFP36L2 ZFX ZNF131 ZNF182 ZNF235 ZNF257 ZNF367 ZNF385B ZNF614 ZNF680 ZNF714 ZZZ3 MIR5003_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5003_5P ABHD15 ADGRD1 ADRA1A ANK2 AP1S2 ARHGAP12 ASAP2 ASS1 ASTN2 ATF7 ATP6V1A ATXN1L B3GNT2 BACH2 BAZ2B BDNF BMP2K BTF3L4 BZW1 C18orf32 CACNA2D1 CACUL1 CAMSAP2 CANX CCL15 CD2AP CEP85L CERS5 CHCHD1 CHD6 CHD7 CHD9 CLASP2 CLHC1 CLOCK CLTC CLVS2 CNTN1 CRIM1 CTDNEP1 CUL4A CYP27C1 CYP7B1 CYTIP DIPK2B DSC3 DYNLL1 EIF4E3 ELAVL4 F11 FAM110B FAM210A FBXL5 FBXO9 FGF14 FOXP2 FSD1L FUT9 GALNT7 GAS2L3 GATAD2A GIGYF1 GK5 GNB4 GNG2 GPM6A GPR12 GPR158 HMOX1 HOXA9 HS6ST3 HSPA14 INO80D INTS6 IQSEC1 KDM2A KHDRBS2 KHDRBS3 KL KLF12 KMT2D KMT5B LCOR LDLRAD4 LEMD3 LIMD2 LMO2 LRBA LRRC58 LRRN1 MACIR MAGI3 MANEA MAPKAPK3 MATN2 MBNL3 MSL3 MTCL1 MYB MYRIP NDUFA4 NEFL NEUROD1 NEXMIF NEXN NHLH2 NOLC1 NOS1 NR2C2 OCRL ODC1 OPRM1 OR7A5 PALLD PCDHB5 PDCD6IP PDLIM5 PHACTR2 PHAF1 PHC3 PHF8 PJA2 PKIB PLPPR4 POU2F1 PPDPFL PPP1R9A PRKCQ RAB3GAP2 RAD51C RAPGEF6 RBBP4 RBM5 RHOBTB1 RICTOR RMDN1 RNF144A RNF144B RNF185 ROBO2 RPL17-C18orf32 RTL5 S1PR1 SAE1 SAMD8 SDF4 SGSM1 SLC23A2 SMOC2 SNAP91 SNCB SPA17 SPHKAP SPP1 SPRYD7 SRGAP1 SRSF4 SS18L1 STAG2 STAM SUCO SUSD5 SUV39H2 TAC1 TADA3 TAF9B TAFA2 TASOR TBR1 TFDP1 TM4SF1 TMED2 TOMM70 TOR1AIP2 TRIM66 TRIP12 TXNRD1 U2SURP UBE2E3 UBE2G1 URI1 USP9Y UTS2B VDAC1 VIP VPS33B WSB1 WWC3 YTHDF2 ZBTB10 ZBTB20 ZMYND8 ZNF318 ZNF629 ZNF704 ZSWIM6 ZYG11B ZZZ3 MIR5004_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5004_3P ABCC4 ABL1 ACADSB ACSL4 ACTR3 ADH1A ADH1C AFF4 ALDH6A1 ANKRD13C AP3B1 APOBEC4 ARID2 ASH1L BBX BNC2 C11orf97 C14orf28 CAPZA1 CASP1 CBFA2T3 CBL CBLL1 CCDC141 CCDC177 CEP43 CHD1 CHL1 CLEC3A CNOT7 COL8A1 CROT DAP DNM1L DOK6 DPY19L1 DUSP6 EHHADH EIF5 ELK3 ELOVL5 EN2 ENSA ERC2 ETV3 FAM131B FGF13 FKBP5 FSCN3 FXR2 GALK2 GNAI3 GORAB GPR171 GPR183 GSDME GSK3B HAPLN1 HOMER2 IGFBP7 IPO7 IQSEC3 ITGA4 KCND2 KCNJ6 KCNT2 KIF13B KIF26B KLF9 KRBOX5 LIX1 LMLN LRIF1 MARVELD3 METTL8 MRPL43 MTMR4 NEO1 NHLH2 NRAS ONECUT2 OSBPL6 PBRM1 PCDH7 PCSK5 PER3 PGM2L1 PHACTR2 PHOX2A PIGM PLEKHA1 POU2F1 PPP1CB PPP2R5E PRMT9 RBAK RBMS3 RNF138 RPL34 RPS6KA2 SEC22C SESN3 SH2D4B SHOC1 SKIC3 SLC18A2 SLC27A2 SLC4A7 SLFN5 SORCS1 SPA17 SPARCL1 SPON1 SREK1 SRGAP2 SYT4 TBL2 TES THRSP TMEM170B TTC29 TTF2 UBE4B UGT2B17 VAMP7 VIRMA WAPL ZBTB34 ZCCHC14 ZFHX2 ZNF197 ZNF208 ZNF22 ZNF714 ZNHIT3 MIR5004_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5004_5P ACTL6B AKT2 ANKMY2 AQP2 ARNT ASCC1 ATF6 ATP8A1 BAG1 C12orf40 CCDC186 CHST2 CMTM4 COPB1 CPA6 CREB1 CRNN CRYBG1 CTXN2 DDB1 DMRT2 DSC3 DYRK1A EFCAB11 EMID1 EPN2 EXOC2 FAM78A FHIP2A FNDC3B G3BP2 GABARAPL2 GALNT2 GLRX GPR176 GPX5 GRIK4 GTDC1 HAPLN4 HBP1 HECA HNRNPU ICA1 ITSN1 IYD KCNB1 KCTD21 KIAA1549L KPNA1 KPNA3 KRIT1 KRT72 KRT73 LAMC2 LSM6 MADD MAPK4 MDH1B METAP1 MGAT4A MKRN1 MNT MS4A6E MSI2 MSL1 NFIB NIPA2 NOS1 NOVA1 NRP1 NT5DC3 NTNG1 NUFIP2 OGFOD1 OR12D3 PABIR2 PDE4DIP PFKFB2 PINLYP PLCD3 PPP1R9B PRICKLE2 PRRX1 PTK2 RAP2A RASD2 RGMB RHOQ RNF169 RPE RPL23A SAMD12 SAPCD1 SHISA7 SKP1 SLC1A2 SLC35G1 SLC9A8 SMAD2 SYT17 TAF2 TAOK1 TECPR2 TMEM104 TMEM221 TMEM266 TMPRSS11B TRAFD1 TRAM2 TRIM44 TROAP TRPS1 TSPAN5 TUBB2A UCHL1 UNC13D USP54 WDFY2 XRCC5 ZNF664 ZNF99 ZNRF1 MIR5006_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5006_3P A2ML1 ABRAXAS2 ACADL ACSL4 ACSM2A ACVR2B ADGRL3 AFAP1 AHSA2P AK2 ALDH6A1 AMER1 ANGPT1 ANKRD13A ANO6 AP1S2 AP2A2 AP3M1 ARCN1 ARHGEF33 ARL6IP5 ARMC8 ATF2 ATL2 ATP10B ATP8A2 ATXN2 B3GNT5 BACE2 BCL11A BCL11B BCL2 BCL2L2 BCL7A BHLHE22 BICC1 BIN1 BIRC6 BMPR1A BPIFC BPNT2 C14orf28 C18orf32 C1orf185 C2CD2 C2orf68 C2orf76 C9orf40 CACNA1C CALCRL CAMK1D CAMK2D CAPRIN1 CCDC117 CCDC120 CCDC25 CCND1 CCND2 CCNJ CCNY CDH11 CDK12 CDKN2B CDYL2 CELF2 CENPA CES2 CHCT1 CHD5 CHN2 CLCN6 CLN8 CNKSR3 COX5A CRACD CREB5 CTDSPL2 CTIF DAZL DCN DGKG DLG1 DMTF1 DNAAF9 DNAJC13 DPF1 DR1 DTX4 DVL3 EBF2 EDEM3 EFNA5 EFNB3 EGFLAM EIF5 ELAVL2 ELAVL3 ELAVL4 ELF4 ENTHD1 ENTPD7 EPHA4 EPHA5 EPHA7 EPHB1 EPHB2 EPHB6 ERC1 ESRRG EVC2 EZR FAM13C FAM98B FBN2 FBXL22 FGF18 FGFR2 FHIP1B FLT1 FLVCR1 FMO5 FOXC1 FRAS1 FRMD4A FRS2 FUT9 GABBR2 GAD1 GCNT2 GDF6 GLIS3 GNAQ GNG12 GOLGA5 GOSR2 GPBP1L1 GSPT1 GSTM3 GTF3C3 HAPLN1 HAPSTR1 HAS2 HCAR2 HMGA2 HMGN4 HNF4G HNRNPA2B1 HNRNPUL1 HOOK3 HOXD1 HS6ST3 HSPH1 HYCC1 ICE2 IGF2R IGFBP5 IKZF2 IL11 IL33 IL6R INO80D IPO8 IRF2 IRF2BP2 ITGB1 ITIH5 ITPR1 JAK2 JARID2 KCNK9 KCNMA1 KDM5A KIF1B KLF11 KLF3 KLHL29 KLHL6 KSR2 KXD1 LARP4B LARP6 LEPROT LEXM LIG3 LPP LRP2 LSAMP M6PR MAN2A2 MAP1B MAP3K2 MAPK9 MAPRE2 MCOLN1 MEIS2 MGAT3 MINDY2 MLLT3 MLXIP MMP16 MOCS1 MON2 MPP7 MRPS17 MTCH2 MTCL1 MTMR12 MTMR7 MYADML2 MYCT1 N4BP2L1 NAA15 NAA40 NBR1 NCOA7 NEXMIF NIPA2 NR5A2 NRBF2 NRG3 NRP1 NTRK2 NUCKS1 NXPH1 ODR4 ONECUT2 PDGFRB PEX19 PGGT1B PHOX2B PI4KB PIAS1 PID1 PIK3CB PLCH1 PLEKHM3 PLXDC2 PLXNA2 POLE3 POM121 POU3F2 PPARGC1A PPIC PPP1R9A PREPL PROX1 PTGR3 PTP4A1 PTPRD PTPRR PTPRT RAB10 RAB22A RAB40B RAD21 RASL10A RBM41 RETSAT RFX7 RGL1 RHOBTB3 RIMS2 RIN3 RINT1 RNF169 RNLS ROR1 RPL17-C18orf32 RPRD2 RPS6KA5 RREB1 RSPO4 RTKN2 RTL8B RUSC1 SAMD4A SAMD5 SASS6 SDHD SEC24D SEC61A2 SEPTIN11 SGCD SGIP1 SH2B3 SH3PXD2A SH3TC2 SHC1 SIRT1 SKI SLC16A12 SLC16A6 SLC19A2 SLC28A3 SLC37A3 SLC38A9 SLC7A14 SLITRK4 SMIM13 SNAP47 SNX13 SNX18 SOCS4 SORT1 SOX14 SPCS3 SPOP SPRY3 STXBP5L SUN1 SZRD1 TAOK1 TCF12 TENM1 TENT5A TET2 TFAP2A TGFBR2 TIFA TMA16 TMEM127 TMEM135 TMEM178B TMEM213 TMEM64 TMOD3 TNRC6B TOMM40L TOX3 TRIM2 TRIM44 TRIM71 TRPS1 TSPAN13 TSPAN8 TUT4 TUT7 TXNDC5 UBA6 UBR2 UEVLD USP14 VPS37B VWA8 WDFY2 WDR26 WDR36 WNT9B WWC3 YPEL2 YPEL4 ZBTB20 ZBTB7C ZC3H7A ZCCHC24 ZDHHC14 ZEB1 ZMYND8 ZNF148 ZNF266 ZNF268 ZNF300 ZNF549 ZNF605 ZNF704 ZNF740 MIR5006_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5006_5P ADRA2B ARHGAP44 ARHGEF26 ARID4B ASB14 ATP10B BCL2L13 BICRAL C1QL4 C8orf34 CAMKV CAPNS2 CARD8 CBS CCBE1 CCDC62 CDH18 CDIN1 CHRNA5 CHSY3 CIT CNIH4 COPS7B COPZ2 COTL1 CRACD CRIM1 CRISPLD1 CSDC2 CSTF2 CTDSPL CTNND1 DCN DCUN1D1 DENND1C DHDDS DOCK9 EHD4 EME1 EML4 ENTPD3 FAM111B FAM168A FAM200B FGF2 FLAD1 FOXO1 FOXO3 FSHR FZD8 GATAD2A GM2A GOSR2 GTPBP2 KBTBD8 KCNAB3 KCNB1 KCTD10 KDM6A KLF6 KRT14 MEF2A MFN1 MGAT5B MPPED2 MRC1 MTMR4 MXD3 NLGN2 NME7 PACS1 PAK2 PAK5 PANK1 PAX6 PCDH12 PDE12 PHF24 PLPPR4 PNKD PNMA5 POU3F2 PPM1E PPP1R14C PTAFR PUM2 RALBP1 RARB RASSF10 RBBP6 RIPOR2 RPS6KA5 RRN3 SETDB2 SHISA9 SIAH1 SLC26A9 SOS1 SPRY4 SRPK2 STYXL2 TBC1D10C TDRD10 TFCP2L1 TGM4 THSD7A TMC5 TMEM131 TMEM44 TMEM92 TRIB2 TTC19 UBE2V1 UBXN2A VMAC ZBTB6 ZDHHC21 ZFHX4 ZNF180 ZNF585A ZNF827 MIR5007_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5007_3P ABCC9 ADGRB3 ADGRL3 ADGRL4 AFG3L2 AP1M2 AP3B1 ARFGEF2 ARHGEF33 AVL9 BCOR C18orf32 CA2 CADM2 CASD1 CBLN4 CCDC47 CCNT1 CCSER1 CECR2 CES5A CNN3 CNTRL CPNE3 CXADR CXCL11 DCUN1D1 DCUN1D5 EDNRA ELOVL7 EVI5 FBXL3 FZD3 GABRA4 GAPT GRIA4 HAPLN1 HERPUD2 HOXC5 IFT81 KCNH2 KLHL4 LMO7DN LMOD2 LRP12 MAGEB6 METTL23 MICU3 MPZL2 MRPL35 MSI2 MYO15A NEMP1 NEUROG1 NLGN4Y NLK NPTX1 OGT OTUD6B P2RY1 PAK2 PCDH20 PFN2 PIKFYVE PJA2 PRAG1 PREX2 PROSER1 PTPRC RAB4A RAI1 RANBP3 RANBP3L RBL2 RBM27 RBMS3 RNF145 RORA RPL17-C18orf32 SCYL2 SEC24B SENP2 SGIP1 SH2D1A SIGLEC6 SLC10A7 SLC17A6 SLC19A2 SLC25A32 SLC30A10 SLC33A1 SLC7A2 SNURF SPATA5 SPATA6 SS18L1 ST8SIA4 STEAP2 STOX2 STXBP6 TAC3 TBC1D8B TDRD15 TMCC3 TMEM114 TMEM265 TMEM30A TMEM35B TOMM5 TPMT TRDMT1 TRMT1L UTY VLDLR VPS13C ZBTB1 ZBTB10 ZC3H6 ZEB2 ZNF302 ZNF585B ZNF770 MIR5007_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5007_5P AFAP1L2 AFF4 ASIC1 BLZF1 BZW2 C10orf67 C3orf18 CD9 CDC42EP3 CDK15 COL11A1 COL14A1 COL5A2 CSNK1A1 CTCF CUX2 DENND4A EFNA3 FANCC FZD3 GLO1 GNA12 GRID1 H2AZ1 IL10 IL1A IRX2 KIF13B KLF10 KMT5B OXTR PBK PHF21A PIWIL1 PPP1R17 PROSER1 PSMB4 RBBP5 RBBP9 RGS16 RGS4 RND1 SCRIB SF3B1 SLAIN1 SLC26A9 SMPX SOX11 SPRY3 SPRYD3 STEAP1B SYNM TCIM TMPO TSEN34 WDR7 XYLT1 ZNF333 MIR5008_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5008_3P ACAD10 ADAMTS3 ALDH5A1 ALG9 ANKRD44 APLP2 APOB ARRB1 AS3MT ATP10A ATXN2 B3GAT1 BBIP1 BCHE BCL3 BICD1 BIVM C11orf58 C11orf87 C18orf63 CA2 CADM2 CALN1 CARD17P CDC6 CELF5 CEP350 CEP85L CHD6 CHMP2B CLCN5 CLK3 CNDP1 COA5 COL4A4 CXXC5 CYP2U1 DCAF10 DDO DDX5 DDX6 DICER1 DIDO1 DTNA DYNC1I2 EGFR ELK4 EPB41L5 ESAM ETS2 FAM229A FAM53A FAM78A FEM1A FGF12 FGF14 FGFRL1 FHOD3 FIGNL1 FKBP10 FOXN3 GPAM GRIP1 GSG1 GSK3B HECTD1 HIVEP3 IER5 JCHAIN KCNF1 KCNQ4 KLF12 KLF9 KLHDC10 LALBA LIFR LIMCH1 LMNB1 MARCHF4 MAST4 MAT1A MBD6 MBNL1 MEA1 MECP2 MED23 MIER3 MMP24 MYLIP NAMPT NAT8L NCAM1 NRBP1 NRK NUDT5 OGT PALLD PALM2AKAP2 PAN3 PCDH11X PCDH8 PCGF2 PDAP1 PECAM1 PHF13 PHF21A PHTF2 PLEKHF2 PLGRKT POC1B POU2F1 PSME4 PUM2 RAB5IF RASSF5 RHBDL3 RICTOR RIMS1 SAMD12 SCAI SCN4B SDC2 SKIL SLC11A2 SLC1A2 SLC1A4 SLC35F1 SLC38A1 SLC39A1 SLC9A6 SLITRK6 SP4 SPRED1 SRCIN1 STAU1 STK35 TAB3 TAC1 TENM3 TIAL1 TLCD4 TMEM132B TMEM187 TMF1 TOP2B TOX3 TRARG1 TSPAN7 TTC39C TULP3 UBN2 USF2 USP31 VIRMA VPS13A WWP1 YEATS4 YY1 ZDHHC11 ZDHHC2 ZFAND5 ZFHX3 ZMYND10 ZNF267 ZNF275 ZNF33A ZNF518A ZNF704 ZZZ3 MIR5008_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5008_5P ABTB2 AGAP1 ALS2CL ANKRD13C APOBEC3C APOBEC3D APOBR ARAF ARFGEF1 ARHGAP27 ARHGEF15 ARRB1 ATXN1L ATXN7 BCL11B C12orf42 CCDC40 CDH13 CERS2 CFAP44 CLN6 CPNE5 CTDSP2 DIRAS1 DOK7 ENSG00000215022 EPB41L1 FAM234A FBXO10 FGF12 FOS FOXJ2 FUT5 FUT6 FXR2 GXYLT1 HAUS4 HIF3A HOXC6 HSPA12B ITIH4 ITPKB JAK3 KAZN LINGO1 LRRC46 LUZP1 MAN1C1 MIGA2 MRAP MYL3 NRIP2 NTSR1 NUDC NUP62 OLIG3 PDE2A PDE4C PIK3C2G PLAUR PRPF19 RAB11FIP4 RBM15 RBP1 RPGR RPS6KL1 RTP2 S1PR4 SLC22A18AS SMARCA2 SMIM8 SMPD3 SNX27 SYNPO2L TBL2 TJAP1 TMCO1 TMEM120B URM1 VPS13D WASHC3 WNT7A ZEB2 ZHX3 ZNF236 ZNF346 MIR5009_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5009_3P ABCA10 ACBD5 ACOT13 ADARB2 AEBP2 AGO1 AHSA2P AMIGO2 ANKRD20A1 ANKRD20A2P ANKRD20A3P ANKRD20A4P ARHGEF26 ARL8B ASPH ASTN2 ATRN ATRX BCDIN3D BMT2 BOLL BPNT1 BRWD3 BTBD1 BTBD10 BUB1B C1orf21 C3orf70 C5orf15 C7orf57 CAND1 CDC5L CDH19 CDH7 CDK1 CDKL2 CECR2 CEP72 CHIC1 CLMN CNOT2 CRMP1 CTNNA3 CYRIB DCTN4 DGKE DKK2 DMRTA2 DNHD1 DNM3 DSC1 DSC2 E2F7 EFCAB5 EFR3A EPHA7 ERC2 ESYT3 ETNK1 FNDC5 FOXO1 FRS2 FZD1 GATM GFPT1 GGACT GLCE GLRB GPC2 GRIA2 GRM1 JPH1 KHDRBS1 KIF3C KRT10-AS1 LATS2 LIFR LPGAT1 LRRC58 LYSMD2 LYSMD3 MAP9 MDFIC METTL14 MINDY2 MKKS MKLN1 MOB3B MPPED2 MREG MS4A7 MSN MTERF3 MTMR4 NADK2 NDFIP2 NDUFAF6 NEDD9 NEMF NEUROD4 NFAT5 NSL1 NUBPL NUDT13 OGFRL1 PABPC4L PARM1 PATZ1 PBRM1 PDX1 PEX13 PGM2L1 PHC3 PIKFYVE PJA2 PLCXD3 PLOD2 PPBP PPM1L PRKDC PRTG PTBP2 PTN RAB40B RBMS1 RNF115 RPRD1B RPS3 RPS6KB1 RTKN2 SAP18 SCD5 SERPINI1 SESN3 SLC16A1 SLC16A7 SLC1A2 SLCO1A2 SMNDC1 SPIDR SREK1IP1 ST8SIA1 STEAP2 STEEP1 STIM2 SYT14 TAB2 TBC1D4 TMEM169 TMEM207 TMEM267 TMEM64 TMEM65 TNFRSF19 TPD52 TRIM23 TRIM5 TRIM6 TRPC5OS UBE2K UBR2 UCP3 USP32 WWC1 ZBTB1 ZFAND3 ZNF180 ZNF333 ZNF518B ZNF540 ZNF740 ZNF800 MIR5009_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5009_5P ANTXR1 APIP ATP2B4 BHLHE41 BLTP3B BZW1 C3orf38 CLIP4 CLTRN CSRNP2 DCAF4L2 DPP10 EN2 ENPEP FAM227B FGF12 FST GABRG2 GNAI2 GPR107 HACD1 HACD4 HDAC9 HLF HRH4 IGF2BP3 LHX1 LRRC2 MMUT MTHFD2L MYT1 PALMD PHF21A PIK3CG PLB1 PRKAA2 RAB2B RALGAPB RAP1B RBBP5 RNF114 RNF150 SLC15A2 SNAI2 SNAPC3 SNX6 SOCS5 SPIN1 SRR STIM1 STXBP5 SULT1C2 TBKBP1 TNFSF11 TREM1 TYW5 YWHAQ ZFAND1 ZNF292 MIR500A_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR500A_3P ABTB3 ADAMTS17 ADAMTSL3 ARHGAP29 ASPHD2 ATL1 BEND6 C11orf24 CAMK4 CCDC6 CDK6 CNNM3 CSMD1 DAAM1 DDX3X DLG3 DMRTA2 DOCK4 DUSP18 EIF4E ELAVL2 FBXW7 FNDC3B FNIP2 FOXG1 GAN GJB5 GPM6A HERC2 HNRNPA0 IBSP JADE1 KBTBD2 KCNA1 KCNJ3 KCNK10 LACTB LIN54 MACIR MTDH NFAT5 NKX2-3 NRF1 NRG1 NRG4 NSG1 NWD2 OTULIN PDE8A PDS5B PLPPR4 PLXNC1 PPP2R2C PPP4R1 PRAMEF13 PRAMEF14 PRAMEF2 PRRC2B PTPRJ RAB14 RAB21 RP2 RREB1 RUFY3 SAMD12 SCN1A SFRP2 SIM1 SOCS2 SRGAP2C TET1 TNPO1 TNRC6B UBE2Z UCHL3 USP36 ZFHX4 ZFX ZNF469 ZNF711 ZNF98 ZSWIM6 MIR500A_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR500A_5P ACE2 ADI1 AKIRIN2 ALS2 AMFR ARF6 AZIN1 BAMBI BCL10 BIRC2 BNIP2 BRWD3 C8orf34 C9orf40 CADM2 CAND1 CCNC CCSER2 CD38 CFAP57 CHD1 CHIC2 CNOT1 CNOT10 CPEB4 CPSF6 CROT CYCS DACH1 DENND6A DESI2 DNAJB14 DNAJB6 EHBP1 EIF3A FAM3C FAXC FBXO3 FGD4 FGF23 GABRB2 GRID2 HAS2 HDGFL3 HOXD3 HYCC1 IFRD2 IL10RA IL18BP IRAK1BP1 KRR1 LAMA3 LEKR1 LEPROTL1 LINC02898 LINC02909 LRP1B LSM14A LTN1 MAB21L1 MACROD2 MAPK10 MAPK6 MAPKAPK3 MFSD13A MMAA NFE2L2 NLRP11 NOTCH2NLA NOVA2 NUP155 ODR4 P4HA3 PAK3 PCOLCE2 PEX2 PINX1 PNN POLK PPP4R1 PRKCA PTPRD PUS3 PXK RAPGEF4 RBMS3 RCOR3 RDH11 RDX REEP1 RFESD RNF180 RNF2 RPS27L RPS6KB1 SATB2 SCN3A SCP2 SEMA3E SERBP1 SHOC2 SIK3 SKA3 SLC35A3 SLC9C2 SMIM8 SNX13 SOX11 SOX4 SPATS2L SPOPL SPTLC2 SRGN SRSF1 ST6GALNAC3 SUB1 SULF1 TAF5L TBL1XR1 TCEA1 TEKT3 TM9SF1 TMBIM4 TMEM170B TMEM41B TMEM47 TRA2B TRDMT1 TTLL2 TXNRD1 U2SURP UBE2B UBE2L3 UBE3A UBE4B USP38 USP49 VASH2 VLDLR XRN1 ZBTB34 ZBTB41 ZDHHC20 ZNF175 ZNF274 ZNF451 ZNF514 ZNF641 ZNF718 ZNF805 ZSCAN20 MIR500B_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR500B_3P ABCA12 ACTR3C ARHGAP18 ARHGEF15 BAALC BLZF1 BTN2A2 CALU CAST CBX8 CCDC178 CCNP CD83 CDYL CDYL2 CNTD1 COA7 CREBRF DDHD1 DEF8 DHTKD1 DHX33 DPT EP300 EPHA8 FAM171B FSCN1 FSTL3 GPR26 GSTM3 HDAC9 HES2 HPCAL4 HSD17B7 IRGQ KDM4C KIAA1549L LCOR LEPROT LHFPL1 LYRM2 LYSMD4 MAVS MFSD11 NEURL1B NR4A3 OR13A1 OTX2 PATE1 PDZRN3 PKNOX2 PLEKHA8 POLDIP3 PRKAG1 PRSS8 RALA RBM33 RREB1 SAE1 SAMD8 SERF1B SFMBT1 SFRP5 SH3PXD2A SLC25A13 SLC4A8 SNX16 ST3GAL1 TCEAL4 TCEANC2 TCERG1 TEDDM1 THRB TICAM1 TLE1 TMEM144 TTPAL USP13 USP16 YTHDF3 MIR500B_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR500B_5P ACSL6 ADCYAP1R1 ALDH6A1 ALS2 ATF1 AVL9 CALHM5 CASTOR3P CENPK CHSY1 CNGB1 CPEB4 CYP1B1 DENND6A DLL1 EDEM1 EIF3A ERICH3 HDAC2 IDH1 IRF2BPL LARP1B LHFPL1 LHFPL2 LUC7L3 MRPL35 MRPS18C NEXMIF NOL4 OLIG3 PAN3 PEG10 PIKFYVE PLAGL2 PLP1 PLXNB1 PRKACB PRKCA PTHLH RAPGEF6 RBM12B RBM27 RMI1 RPS6KB1 RSPO2 SGIP1 SLC35G1 SNX18 STRN3 SUZ12 SYNC SYS1 TLE4 TMEM182 TNFSF13B TRIM50 ZNF765 MIR5010_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5010_3P A1CF ABCB5 ABCG2 ABR ABTB3 ACSL4 ADAM12 ADAM23 ADAMTSL1 ADGRA1 ADGRL2 AGA AGAP11 AGAP4 AGAP5 AGAP6 AGAP9 AIMP1 ALG6 ALOX12B AMER2 ANGPTL7 ANKS1B AP2B1 APBA1 ARMC10 ARRDC3 ASB5 ASCC2 ASPH ASXL3 ATAT1 ATP6AP1L ATRN BAIAP2 BIVM BLTP3A BROX BTBD7 BTC BTNL3 C21orf62 C9orf153 CAMTA1 CARF CARM1 CBL CCBE1 CCDC186 CCDC32 CCDC39 CDCA7 CDH12 CDK19 CEBPG CELF4 CENPN CFAP161 CLASP1 CLCC1 CNTNAP2 COL4A3 CPD CPE CREB1 CREBRF CSGALNACT2 CSMD3 CTXN3 CX3CR1 CYP26B1 DCLK1 DCTN4 DELE1 DEUP1 DLGAP4 DNAJC18 DNMT3A DUSP16 DYNLRB2 DYNLT5 E2F5 EHMT1 EIF3A EIF4A1 EIF4E3 EIF4G3 ELAVL3 ELOVL4 ENC1 EPC1 ERO1B ETNK1 ETS2 ETV1 EXD2 FAM149B1 FAM168B FAM20B FBXW7 FGD1 FGF7 FHOD3 FLRT3 FMR1 FZD3 GABRA5 GABRG1 GGACT GINS3 GLRB GMCL1 GNRHR GOLGA6A GOLGA6B GPR160 GRID2 GRIK2 GRIP2 GRM3 GRM4 GTF2A1 GTF2H1 GTF3C3 HMGA2 HOXA5 HPCAL4 HSBP1 IFT80 IGF1R IGF2 IGF2BP2 IKZF3 INSYN2A ITFG1 ITGBL1 JADE1 KAT6A KCNJ5-AS1 KCP KDM3B KLHL13 KLHL29 KLHL5 KMT2A KMT2C LDB3 LEP LHFPL2 LIAS LIMD1 LIPG LRRC8C LRRTM3 LSAMP LYRM7 MAB21L2 MAFA MAGEE2 MAPK10 MARF1 MARK1 MB21D2 MBNL3 MBTD1 MEIS2 METTL15 MEX3C MFSD8 MID1 MID2 MMP1 MORC4 MPC2 MRTFA MTMR9 MYH2 NAA30 NAMPT NCBP1 NFASC NFIA NLGN3 NOTCH2 NPY1R NR3C2 NRXN1 NUS1 OLAH OSBPL8 PAK3 PBLD PBOV1 PDCD6 PDE11A PER2 PEX5L PHC3 PLCB4 PLCXD1 PLEKHH2 PLEKHM3 PLPPR1 PLXDC2 PMEPA1 PMP2 POGLUT3 POU3F2 PPM1L PRKAA2 PRKAB2 PSD2 PTBP3 RAB3IP RAB6D RAB9A RANBP10 RBBP4 REV3L RFX1 RFX3 RFX7 RIBC1 RICTOR RIPOR2 RNF139 RNF217 ROR1 RPL27A RTN4RL1 RWDD3 RXFP1 SCAI SCN1A SCN2A SENP6 SESN3 SETD9 SGCD SGIP1 SIGLEC8 SIX4 SLC10A7 SLC12A8 SLC22A23 SLC2A12 SLC30A7 SLF2 SNX20 SORBS1 SORT1 SOWAHC SPATA31D4 SPECC1 SPIN3 SPPL3 SRSF10 ST3GAL5 STMP1 TBX5 TCFL5 TDP1 TEAD1 TET3 TGFBRAP1 TIFA TIPARP TLL1 TMEM117 TMEM156 TMEM252 TMEM70 TNRC6B TRAPPC6B TRIM2 TSC22D1 TSPOAP1 TTC14 TTLL7 TUBB1 UBN2 UBQLN2 UNC5D USP10 USP32 USP9Y VAPB VPS37A VWC2 VXN WDR44 WDR7 WNK1 WWC2 XKR6 ZBTB10 ZBTB20 ZBTB37 ZBTB7A ZC3H12C ZC3H14 ZDHHC3 ZFR ZIC4 ZNF10 ZNF14 ZNF146 ZNF148 ZNF273 ZNF451 ZNF500 ZSWIM6 MIR5010_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5010_5P ACTB ARHGEF10 ARL5B CACNA1I CASTOR2 CDK18 CNTNAP1 COPG1 DSG3 ELOA ENTPD2 FILIP1L GUCA1B INAVA KDELR3 LPGAT1 MECP2 MPZ MSS51 NABP1 NAPA NAPG NCAN NFASC NFIX PPP2R2D PPT2 PVALB RDX RFX3 RNF125 RNLS SHISA7 SHISAL1 SLC6A17 STC1 STIM2 WNT7B MIR5011_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5011_3P ADAM21 AKAP3 ARID5B ATL1 B3GALT2 BPY2 BPY2B BPY2C C2orf50 CA7 CACNA1B CAMK1D CDH13 CLDN23 CLEC4M CTNNA2 DCAF8L1 EP300 ERCC6L2 FUT8 GP5 HECW2 HLA-DRA HOXC10 INO80D INTS6L KCNJ3 LDB2 LHFPL3 MEIOC MIGA2 MTPN NAA30 NCOA7 PBX3 PCDH9 PDE8B POP4 RBM41 RGS7BP RORA RSPO1 SAXO2 SGCB SGO1 SLC37A2 SLC9A1 STAG1 SURF6 SYT1 TIPRL TOMM70 UBE2V2 XBP1 YWHAH ZC3H12B ZNF681 MIR501_3P_MIR502_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR501_3P_MIR502_3P ADAMTS3 ADCY2 ADGRA1 ARPP21 ATXN1 B4GALT5 BCL7A BCOR CBLL1 CCDC50 CCN3 CDK6 CLASP2 CLDN11 CSDE1 CUX1 CWC27 DAPK1 DCC DCLK1 DGKK DPP10 EML6 FBN2 GAN HERC1 HEY1 HMGCS1 HOXD10 HYCC2 JADE1 KBTBD2 KCNB2 KCTD9 KDM7A KLHL2 KPNA4 MAPK9 MYCN MYNN NAP1L5 NCAPG2 NONO PAFAH1B1 PPP2R2C PSMD11 RAI14 RBM41 RBMS1 RORA SAMD12 SBNO1 SEC63 SEMA3C SEPSECS SMIM13 SNX13 SPC24 SUMO1 TET3 TIPRL TMED7 TMEM135 TMEM170B TMSB15A TSHZ3 UBE2H XPO1 ZBTB43 ZC3H12C ZFHX4 ZFX ZNF737 MIR501_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR501_5P ABCC2 ADRA2B AGPS AIMP1 ALX1 AMER3 ANKRD34B APRG1 ARHGEF38 ASAP3 ATL2 ATP5MC3 BAZ1A BBS7 BLID BMI1 C14orf132 C5orf15 CACHD1 CAPS2 CD164 CDC27 CHST9 CLCA4 CLEC2D CNP COMMD3-BMI1 CSE1L CT45A10 CT45A5 CT45A9 CYLD CYP7A1 DACH1 DCDC2 DENND6A DNAJC6 DOCK5 DRAM2 DYNC1I2 EIF3M EML1 ENGASE ENKUR FOXC1 FPGT FRMD6 FUT9 GALK2 GRAMD2B GRIA4 H2AX HDAC9 HES5 HTR2A INO80D IRF2BPL JADE3 JMY JUN KCNC2 KCND2 KCTD15 KIAA0825 KIF1C KLF12 KLHDC1 KRR1 LHFPL2 LPAR1 LPGAT1 LPIN1 LRIG3 LSM14A MAGEB6 MAP4 MARK1 MCU MEF2C MFSD14B MINAR1 MMP13 MSI2 MYB MYLK NEXMIF NFIL3 NLRP11 NPR3 NR4A3 ODAD2 PAK3 PAN3 PCOLCE2 PEG10 PEX12 PEX5L PINX1 PLP1 PLXNB1 PMP2 PNN PPP6R3 PRDX3 PRPS2 PTPN4 PXK RAB27B RBM41 RCN1 RDX RIMKLB RIPK2 SENP7 SH2B3 SH2D1A SLC24A4 SLC35D3 SLC39A8 SLC44A5 SLC5A3 SLITRK5 SMC1A SNRPF SNX13 SOX4 SPTSSB SRBD1 SRPK1 SRSF2 SSR3 SSX2IP STEAP2 STK26 SYAP1 TAC3 TBR1 TEKT3 TFAM THUMPD1 TNNI2 TOGARAM1 TRIM65 TRNT1 UBAP1 UBE3A UBE4B VPS13A ZFX ZFYVE9 ZNF471 ZNF519 MIR502_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR502_5P ACO2 ADAMTS15 ADAMTS18 ADCY1 AGO3 AP2B1 ARPC1B ATP1A2 B3GNT5 BABAM1 BMT2 C12orf54 C6 CDKN1B CELF4 CLSTN2 COMMD9 CTLA4 DAPK1 DCAF4L1 DMRT2 DONSON DOT1L ELAVL4 EPHA4 FAM172A FIGN FILIP1L FRMD4A FYTTD1 GABRB2 GADD45A GPN1 GTF2A2 HNRNPA2B1 HOXC8 KLF4 LCA5 MEX3C MREG MTARC2 MTRF1L NDUFV3 NEO1 NHLRC1 ODF4 OSBPL10 PABPC1 PHF20L1 PLSCR2 PPM1L PPP4R3B PRDM6 PRLR QSOX2 RAB1B RBAK SERPINI1 SFMBT2 SGIP1 SLC28A3 SLC35F5 SLC7A14 SRPK2 STIMATE SYT9 TAFA1 TM2D3 TRIP12 TXNL4A VSX1 ZNF101 ZNF471 ZNF844 MIR503_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR503_3P ACTG1 AMMECR1L AQP4 ASPH BAK1 CDH19 CFAP300 DCAF5 DMP1 EPB41L4B EPC1 F2RL2 FAM104A GAB1 GANC GBP4 GIPC2 GUCY2C IQGAP3 LANCL2 MEIOC MFSD8 MPZL1 MYO18A NWD2 OIT3 PCDHB10 PI15 PICALM PPP1R13B PRSS12 RPP30 SGPP1 SHROOM3 TEAD1 TET3 TUSC1 VSTM2A ZC3H11A ZC3H11C MIR503_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR503_5P ABCF3 AKT3 ANKS1A ANLN ARL2 ARMH4 ASH1L BMPR1A BTRC CCND1 CCND2 CCNE1 CDCA4 CDK8 CDKN2AIP CMPK1 CPEB2 CPEB3 CREBL2 CYP26B1 DCLK1 DENND1B DNAJA2 EMC6 EPHB2 FAM135A FBXW7 FGF2 FGF7 G2E3 HECTD1 IPO7 KANK1 KCNJ2 KDSR KIF1C KIF21A KIF23 KIF5C KLHL2 KLHL26 KPNA3 LRRC58 LURAP1L MAP2K1 MEX3C MGAT4A MOV10 MYB N4BP1 NDUFA4 OMG PABIR1 PAPPA PISD PLAG1 PTPN3 PTPN4 RASGEF1B RECK RFX3 RICTOR RIF1 RNF144B RNF41 RTN4 SALL1 SALL3 SEC24A SLC11A2 SLC20A2 SMAD7 SMURF1 SMURF2 SOCS6 SPRED1 SRPRA STOX2 SYDE2 TMCC1 TMEM100 TMEM245 TSC22D2 UBE4B UNC80 USP2 USP25 VEGFA WEE1 WIPI2 YTHDC1 ZBTB39 ZER1 ZFHX4 ZNF367 ZNF423 ZNF622 ZNRF2 ZNRF3 MIR504_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR504_3P AARS2 ABHD18 ABR ACTR5 ADAMTS15 ARSA ASCL1 ATF7 ATP5MF-PTCD1 AVIL BCAS1 BHLHE41 BPHL C21orf62 C3orf62 CA10 CCDC142 CCDC157 CCDC90B CDKN2AIPNL CHRNA5 CHST15 CLN8 CMKLR2 COG5 CRCP CREBRF CWF19L1 CYP20A1 DBT DCAF10 DDR2 DENND2A DNAJB7 DNAJC18 DSTYK DUSP18 EEIG1 EIF3I ERBB4 FAM227A G6PD GJC1 GLUL GRB10 GYS1 HNRNPU HOXD1 IFITM1 ING3 ITIH5 IVD KCNN3 KCP KIF1B KLK10 LDLRAD1 LINC02908 LPCAT3 LRRC2 LRRC74B LRRTM2 LYRM7 MAP3K3 MARVELD3 MED29 MFSD11 MGP MIGA1 MOSPD1 MPV17 MSRB3 MTG2 MYH11 NABP2 NCAPD2 NKAIN2 NLN NMNAT1 NOCT NOS1 OCRL ORAI2 OTUD6A P4HA1 PAMR1 PBOV1 PDE4C PDP2 PDZD2 PHACTR4 PNPT1 POLH PRR11 PTCD1 PTPN2 PURB RAD1 RAVER1 RBFOX1 RBM47 RBM48 RFC2 RIPOR2 RPL7L1 SEC14L4 SERF2 SLC31A1 SLC35E3 SLC43A2 SMIM14 SMYD4 SPTY2D1 STK38L SUSD6 TBL1XR1 TECTB TFDP2 THG1L TIMM50 TMC7 TMEM201 TPRG1L TRIM56 TRPS1 TSPAN6 UPK1B VAMP3 VHL VPS26A WDR47 WDR93 XIAP ZBTB8A ZFP14 ZFP82 ZKSCAN1 ZNF106 ZNF135 ZNF213 ZNF430 ZNF431 ZNF483 ZNF540 ZNF829 MIR504_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR504_5P ASXL1 BORA C3orf18 CDC42SE1 CDCP1 CDK16 CEP170 CNOT2 CNOT6 COPS4 COPZ1 CTDSPL CXXC4 DLC1 DUSP3 ELOVL6 EPB41 FJX1 FZD7 GMIP GOLGA3 HENMT1 KCNK2 L3MBTL3 LINC02693 MAN2A2 MAPRE2 MECOM MMP24 MORC2 MRAS NCSTN NFIX NRF1 PCDH17 PDCL PLEKHN1 PRSS35 PTPN7 RASSF1 RNF38 SH2D4A SLC35E1 SMPD3 SPRY4 ST6GALNAC6 TENT4B TMEM121B TMEM123 TMEM38A TP53INP1 TP53RK UBE2G1 UBN2 UBTD1 WDR26 ZMYND11 MIR505_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR505_3P ABL2 ACOT4 ACTN2 ANAPC11 ANKRD34B ASCC3 BMT2 BRWD3 C2orf72 C9orf72 CACNB4 CADM1 CANX CENPU CEP97 CPEB2 CREBRF CSNK1A1 CTCF DHX15 DIP2A DMRT2 E2F5 EAF1 EIF3A ELOVL4 EMD EPC1 EPDR1 ERCC6L2 ESYT2 FAM169BP FAM174B FGF18 FMR1 GABRG1 GEMIN8 GLRA4 GLYR1 GPM6A GYG1 HIPK1 HMGB1 HNRNPM HTATIP2 IFNG IL6ST JAKMIP2 KCNT2 KIT LAYN LDB3 LDOC1 LIMS1 LRRCC1 MAPK8 MARCHF5 MDM1 MEIS2 MELK METTL4 MGST1 MIER1 MIS18BP1 MLXIP MYCN MYH10 MYT1L MZT1 NCK2 NR6A1 PAFAH1B1 PBX3 PHLDB2 PIM2 PLEKHM3 PLK4 PRKAG2 PRR23C PTBP2 PTEN PUM2 RAB8B RAI14 RBMS3 ROR1 SCLT1 SHISA2 SLC25A31 SLC39A8 SLC6A14 SNX30 SON SOX6 SP4 SPINDOC SRSF11 SUZ12 TBX5 TM9SF2 TMEM263 TRMT11 UBLCP1 USP30 USP32 VGLL3 VSIG10L WDHD1 WDR37 ZNF197 ZNF292 MIR505_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR505_5P ACAD11 AKT1S1 APOBEC3B ATL2 ATP1B2 ATP8A2 BANF1 C5orf46 CAPN5 CAPSL CDK5 CLEC2A CREBL2 CREG1 DLG2 ERCC1 GDI2 GLIS2 GNAO1 GPR26 HBP1 HOXA3 LAMP1 MDFIC MECP2 MMP24 MR1 NEPRO NSG2 NT5C2 PITPNM3 PSMD11 PXT1 RAB7B RARG RETREG3 SAPCD1 SDC3 SENP1 SFTPB SIGLEC5 SLAMF7 SLC2A5 SLC39A10 SLC8A3 SMAGP SMARCC1 ST3GAL1 ST8SIA3 TGM7 THUMPD2 TNIP1 TRPM3 VPS36 ZDHHC22 MIR506_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR506_3P ABCC4 ABHD5 ABT1 ACAA2 ACADVL ACSL1 ACTN4 ADCY9 ADNP2 AFF4 AHR AIF1L AKT1S1 AKT3 ALDH1L2 ALDH9A1 ALG2 AMMECR1 AMOT AMOTL1 ANAPC7 ANKLE2 ANKRD27 ANKRD44 ANTXR2 ANXA11 ANXA5 ANXA7 AP1M2 APBB2 APLN ARFGEF2 ARFIP1 ARHGAP28 ARHGDIA ARHGEF37 ARL5B ARMC1 ASB4 ASCC2 ASPA ATF7 ATF7IP ATL3 ATMIN ATP1A1 ATP6V0A2 ATP6V0E1 ATP7A B4GALT1 BACH2 BCAT1 BCL11B BCL2L13 BCL7A BICC1 BLOC1S6 BMP6 BPNT2 BTBD10 C1GALT1 C2CD3 C2orf68 C2orf69 C2orf88 C9orf72 CACUL1 CADPS CALCOCO1 CAPN1 CAPN2 CAPN6 CASP9 CASQ2 CAV1 CBFB CBL CBX2 CC2D1B CCDC177 CCDC198 CCDC28A CCDC86 CCDC89 CD151 CD164 CDCA7 CDCP1 CDH2 CDH4 CDH9 CDK13 CDK6 CDON CEBPA CELSR1 CEP85L CERS2 CGN CHIC1 CHIC2 CHODL CHP1 CHST1 CHST14 CHSY1 CLDND1 CLMP CLOCK CNEP1R1 CNKSR3 CNTN1 COL4A1 CPA3 CPD CPNE3 CPNE5 CPT1A CREB3L2 CREBRF CRTC3 CSPP1 CTDSP1 CTDSP2 CTDSPL CTNND1 CUL5 CUX1 CXADR CYB5A CYP2R1 DCTN4 DDX3X DENND1B DENND6A DLL4 DLX3 DLX5 DMD DMRT1 DMRTA1 DNAJC1 DNAJC25-GNG10 DNASE2 DSG2 DUSP3 DYRK2 E2F5 ECE1 ECI2 EDEM1 EDNRB EEA1 EFCAB14 EGR1 EGR2 EIF3B ELAPOR2 ELK3 ELK4 ELL2 ELOVL5 EML6 ENAH ENDOD1 ENPP4 ENY2 EPHA3 EPS8 ERMP1 ERN1 ESYT2 ETNPPL ETS1 EVI5 EYA1 EYA2 EYA3 EYA4 FA2H FAM120C FAM171A1 FAM177A1 FAM199X FAM53B FAM78A FAM78B FAR1 FARP1 FBXO38 FCHO2 FCHSD2 FERMT2 FKBP15 FLOT1 FLOT2 FLRT3 FMC1-LUC7L2 FMOD FNBP1 FOXQ1 FPGS FRMD4B FRMD6 FRMD8 FSBP FSTL5 FURIN FZD4 G3BP1 GALNT10 GALNT13 GARIN1A GATA6 GCDH GCH1 GDAP1L1 GDAP2 GFPT2 GGA2 GGPS1 GIT2 GLCE GLI3 GLRB GLT8D1 GMCL1 GMFB GMNC GNAI1 GNAL GNG10 GNG2 GOLM2 GPALPP1 GPAM GPATCH8 GPR37 GPT2 GRB2 GRIA2 GRIA3 GRIA4 GRID1 GSN GTF2A1 GXYLT1 GZF1 H6PD HADH HADHA HDAC4 HEATR1 HEBP2 HECTD2 HIF1AN HIPK1 HIPK3 HIVEP1 HIVEP2 HIVEP3 HMGXB4 HTATIP2 IAPP IFFO2 IL6R IL9R ILDR2 IMPACT IPO8 IQGAP1 IQGAP2 IREB2 IRF2BPL ITGA3 ITGA7 ITGB1 ITPR3 ITPRID2 JADE1 JAG1 JAKMIP3 JAM2 KANK1 KAT7 KATNA1 KATNBL1 KCNJ6 KCNK10 KCNK2 KCTD8 KIAA1671 KIAA2013 KIF13B KIF26A KIF26B KIF2A KIF3A KLF6 KLHL24 KLHL28 KLLN KPNA3 L2HGDH LAMC1 LAMP2 LCLAT1 LCP1 LDLRAP1 LEMD3 LIF LIMCH1 LIMS1 LITAF LMAN2L LMBRD1 LPCAT3 LPIN1 LPP LRIG1 LRRC1 LRRC57 LRRC58 LUC7L2 MAGT1 MAN2A1 MANBAL MAP3K1 MAP3K2 MAPK14 MAPK4 MARCHF8 MBNL3 MBOAT2 MCUR1 MED26 MEF2A MGAT4A MIB1 MICAL2 MIGA1 MINAR1 MITF MKX MLXIP MOCS1 MORC4 MTM1 MTMR10 MTR MYADM MYH10 MYH11 MYH9 MYLIP MYO10 MYO1C MYO1E MYORG MYRF MYRIP MYZAP NAA15 NAP1L5 NAPEPLD NAT8L NCOA4 NECAP2 NEK6 NEMP1 NEURL1B NFAT5 NFATC1 NFATC2 NFIB NFIC NFIX NIBAN2 NID1 NME4 NMNAT1 NR3C2 NR4A1 NR5A2 NRP1 NSUN2 NTAQ1 NYNRIN OAF OGFOD3 ORC2 OSBP OSBPL10 OSBPL11 OSBPL3 OSBPL8 OVOL2 P4HA1 PABIR2 PABPC4L PALLD PAM PAPOLG PAPSS2 PAQR8 PAQR9 PARD3 PARP14 PARP16 PARP8 PCDH8 PCSK6 PDCD6 PDE4B PDLIM5 PDPR PEA15 PECR PGM2 PGRMC2 PHACTR2 PHF19 PHF8 PHKA1 PI4K2B PIEZO2 PIK3C2A PIM1 PIP4K2C PKN2 PLEC PLEKHF2 PLEKHH1 PLEKHM3 PLOD3 PLP2 PLSCR3 PLXNA3 PLXNB2 PML PNPLA2 POC1B POGLUT1 POLR3G PPARA PPFIBP2 PPIF PPM1F PPP1R13L PPP1R3B PRDM13 PRKAG2 PRKG1 PRLR PROX1 PRRX1 PRTG PSKH1 PTBP1 PTBP2 PTBP3 PTPN12 PTPN14 PTPN9 PTPRD PTPRJ PTPRQ PTPRZ1 PTTG1IP PUS10 QKI QSER1 RAB10 RAB11FIP1 RAB11FIP5 RAB22A RAB27A RAB34 RAB38 RAB3D RAB3GAP1 RAD17 RAD54B RAI14 RALA RALGDS RALGPS2 RANBP10 RAPGEF1 RAPH1 RARG RASGEF1A RASSF3 RASSF5 RASSF8 RAVER1 RBL1 RBM20 RBM24 RBM33 RBM47 RBMS1 RBMS3 RCOR1 RDH10 REEP1 RELA RFFL RFX3 RFX4 RGS9 RHBDF1 RHOG RHOQ RHOU RIF1 RIOX2 RNF128 RNF135 RNF19A RNF217 RNPEPL1 ROCK1 ROR2 RPIA RPS6KA1 RRAGD RREB1 RSRC2 RWDD4 RXRA RYK RYR1 RYR2 RYR3 SAP30L SBNO2 SCAF11 SCAMP2 SCAMP4 SCD SDF2L1 SEC13 SELENOI SEMA6A SEMA6D SEPSECS SEPTIN10 SEPTIN9 SERINC2 SERP1 SERTAD2 SERTAD3 SERTAD4 SESTD1 SFT2D2 SGCZ SGK1 SGMS1 SGPL1 SGPP1 SH2B3 SH3KBP1 SH3PXD2A SHANK2 SHC1 SHC3 SIGMAR1 SIX4 SLC10A7 SLC13A1 SLC15A4 SLC16A1 SLC16A13 SLC17A5 SLC1A4 SLC22A5 SLC25A30 SLC25A37 SLC25A38 SLC25A39 SLC2A13 SLC30A7 SLC31A1 SLC31A2 SLC33A1 SLC35A4 SLC35B2 SLC35G1 SLC39A9 SLC44A5 SLC50A1 SLC66A3 SLC7A1 SLC7A14 SLC9A2 SLC9A9 SLCO5A1 SLITRK4 SLITRK6 SMAD5 SMARCAD1 SMARCC1 SMCO4 SMOX SNAI2 SNAP29 SNIP1 SNTA1 SNTB2 SNX16 SNX18 SNX30 SOGA1 SORD SOS2 SOX8 SP1 SPCS2 SPINDOC SPOPL SPPL2A SPTLC1 SREK1 SRGAP1 SRSF6 SSH1 ST3GAL1 STEAP3 STK26 STK35 STK38 STOM STON2 STT3A STX10 SUCLG2 SUCO SUGT1 SUMF1 SUSD6 SVIL SVIP SYT14 TADA2B TARBP1 TBC1D9B TBX22 TEAD1 TET1 TEX261 TFDP2 TFEB THAP2 THBS2 THRB THSD7B TJP2 TLL1 TLN1 TMBIM1 TMC7 TMCO3 TMED1 TMEM104 TMEM109 TMEM134 TMEM150A TMEM178A TMEM184B TMEM248 TMEM35B TMEM41A TMEM87B TNFRSF11B TNFSF15 TNRC6B TOR1AIP2 TOR3A TP53INP1 TPST2 TRAF3 TRAM2 TRIB3 TRIM45 TRIM48 TRIM49 TRIM49C TRIM49D1 TRIM49D2 TSC22D4 TSHZ1 TSKU TTC7A TTL TUB TWIST2 TWSG1 UBE2G1 UBE3A UBE4A UBQLN3 ULK2 UNC119B UNC5D USP1 USP14 USP2 USP30 USP45 VAMP3 VAT1 VIM VPS35 VPS37C WASF1 WASF2 WDFY3 WDR44 WDR48 WIPF1 WIPF2 WIPF3 WNK1 WTAP XKR6 XPO4 XYLT1 YEATS2 YME1L1 ZBED4 ZBTB11 ZBTB20 ZCCHC24 ZDHHC3 ZFP36L1 ZFP36L2 ZKSCAN4 ZKSCAN8 ZMAT3 ZMPSTE24 ZNF131 ZNF219 ZNF503 ZNF608 ZNF706 ZSCAN22 ZWINT MIR506_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR506_5P ACADSB ADNP AGBL3 ANAPC1 ANHX ANXA10 ARHGAP18 ATP2B4 ATP6V1A ATP8B2 BTBD17 C11orf54 C17orf80 CALCR CEP41 CERT1 CFAP100 CFHR5 CHORDC1 CNOT6L COMMD3 COX11 CSNK1G3 CTSW CUL9 CYBRD1 DBP DCUN1D5 DENND2C DEPTOR DHX9 DTL EDAR EDIL3 EIF2S1 EIF4B EIF5A EIF5AL1 EPS15 EVI5 FAM72A FAM72B FAM72C FAM72D FRG2C FTSJ3 G3BP1 GFER GLI2 GNG2 GRIA4 HAUS4 HDAC6 HLA-DQA2 HMCES HTR1F ITPKB ITPRID2 LAMC1 LARP4 LIN7C LIPT2-AS1 LPL LRRC34 LSAMP MDFIC MDGA2 MSS51 MTDH MTERF4 NCKAP5 NHLH2 NKRF NMD3 NRN1 NSMAF NXT1 OGFR ORC2 PAN3 PLPP6 PLPPR4 PNLIPRP3 POLDIP3 PPARA PPP1CC PRPF8 PSME3 QKI RAB38 RAD54B RALA RCC2 RFX3 RNF169 RORA RTN4RL1 SBF2 SCD5 SERPINF2 SGIP1 SIPA1L2 SLC16A6 SMC5 SOCS4 SPON1 SPRR2D SQOR SRARP SREK1IP1 STN1 SYNC TACC1 TBC1D15 TBC1D5 TBPL1 TGS1 THSD7A TMC5 TMEM237 TNFRSF11B TNRC6B TPSG1 TRAPPC8 TRERF1 TSHZ2 TULP3 UTP14C UTP18 UTRN VAMP7 VSTM2L WRN ZBTB2 ZBTB33 ZNF718 ZNF732 MIR507 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR507 AADAT ADAM10 ADAM17 ADAM19 AGAP1 AGFG1 AGO3 AGPAT5 AKAP5 AKIRIN1 ALPI AMN1 AMPH ANK3 ANKRD12 APC APOL6 ARHGAP28 ARHGEF3 ARID1A ARRDC2 ASH1L ATP11C ATP1B1 ATRN ATXN7 AUTS2 BACH2 BCL11A BCL11B BCL2 BCL7A BICD2 BPTF BRWD3 C14orf28 C19orf44 C2orf74 C3orf80 CACNA2D1 CAMK4 CAMTA1 CASP7 CBX4 CCDC6 CCDC93 CCDC9B CDC42EP3 CGGBP1 CHMP2B CHRNA3 CLCN4 CLOCK CNKSR2 CNOT7 CNTNAP3 CPSF6 CRTAM CSMD1 CTNNA2 CUL1 CUL4A CXCR6 DAB2IP DENND1B DFFB DHRS12 DKK2 DMRT2 DMRTC1 DMRTC1B DPH3 DTL DYRK1A E2F7 EEF2KMT EIF4G2 ELK3 ELK4 ENDOD1 EOGT EPC2 ERC2 FAM43A FCRL3 FGFBP3 FLRT3 FLT1 FOXD4 FOXD4L3 FOXN3 FST GATM GEM GGNBP2 GLRA3 GMFB GP6 GRIK2 GRIP1 GRP GTF2H1 HACL1 HIPK1 HIVEP3 HNRNPD HOMER1 HOXB5 IRF2BPL ISX JADE1 KCNN3 KCTD1 KDELR2 KHDRBS3 KIAA0232 KIAA0753 KMT5B KPNA1 KRBOX4 LACTB LCLAT1 LCN10 LCOR LHX8 LIMS1 LPGAT1 LRRN1 LUM MACO1 MAP4 MARK3 MBNL3 MDGA2 MED13L MEIS1 MLLT11 MOB1B MRPS33 MS4A13 MTDH MTF1 NCEH1 NEDD1 NEFL NELL2 NEXMIF NMT2 NPAT NR2C2 NUDT16 NUP43 NWD2 OLFML2B OLIG3 OSM OXTR PABPC1 PAX6 PCDH19 PCDH9 PCLO PDE10A PDE3A PDE6C PDS5A PF4 PGRMC1 PIWIL4 PJA2 PLCB4 PLXNA4 PLXNC1 PNN PNPT1 POGLUT3 POLR1D PPHLN1 PPP1R3D PRDM1 PRKACB PRKCE PTBP1 PTPRD PTPRM RAB22A RALA RALBP1 RARG RASSF5 RB1 RBL1 RBMS3 RBPJ REV3L RFX7 RGMB RIMS2 RPL28 RPS6KB1 RUNX1 RWDD2A SACM1L SCLT1 SCN1A SCN3A SCYL2 SECISBP2L SEMA6D SENP7 SGCD SGMS1 SHMT1 SLC17A6 SLC1A2 SLC4A7 SLITRK4 SNAI2 SNTB2 SNX13 SORBS2 SP3 SPECC1 SPTBN4 STAT5B SUN2 SYT11 SYT14 TAOK1 TASOR TENT4B TET1 TFRC THAP6 TLCD4 TMEM245 TNPO1 TRIM63 TRIP13 TRMT9B TRPM1 TSPYL4 UBA6 UBE2K UBE3A UBN2 UNC13A UNKL USP9X UVSSA VIPR2 VOPP1 WAC WWP1 XPO4 XRCC4 ZBTB5 ZDHHC17 ZER1 ZFP1 ZNF268 ZNF440 ZNF85 ZSWIM6 MIR5087 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5087 ABCC4 ADAMTS15 ADIPOR2 ALDH1A2 ANKRD27 ARHGAP18 ARPC5 ATG3 BCL2L11 BCOR C1orf21 CALU CARF CDC14A COMMD8 CPT1A DCSTAMP DCUN1D5 EML1 EOLA1 FBXO17 FLT1 FOSL1 FTSJ1 GRIA3 GSK3B GTF2I HADHB HIPK2 HLA-DPB1 HNRNPH3 HS6ST2 IGF2BP2 IPO9 ITGA6 KANSL1L KAT6A KCNMB4 KCTD8 KIF24 KPNB1 LCOR LDLRAP1 LIN28B MAP3K20 MAP3K7CL MBD2 MBD6 MIER3 MMD NEB NET1 NR2F2 NRBF2 NUBPL OTX2 PAIP2B PALLD PBX3 PEX5L PMP22 POU2F2 REST REV3L RFTN1 RMND5A SANBR SCN5A SCYL1 SHOX SLC22A4 SNX30 SOCS5 SPOPL ST13 STRN3 TBC1D8 TEAD1 TOP1 TOR1AIP1 TPK1 TRPM4 UBE2H USH2A ZBTB14 ZFHX3 ZKSCAN4 ZNF107 ZNF148 ZNF280B ZNF384 ZNF699 ZNF710 ZSWIM6 MIR5088_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5088_3P ADD2 AFAP1L1 AGMO ANK3 ANKRD13C AQP2 ATP2C1 ATP7A ATXN1L AZIN1 BCL6B BCR BRINP1 CAMK1D CARF CARTPT CCND1 CCNJ CCT8L2 CD209 CD72 CHCHD6 CHD3 CILK1 CLCN3 CLRN1 CPSF2 CRACD CREB3L2 DENND4B DNAJB5 DTX4 EFNA5 ELF3 EPB41L1 EPHB6 EXOC3L2 FAM43B FANCD2 FBRS FEM1B FGF5 FRMD5 FURIN GNAS GPR161 GRAMD1B GRIA2 HOXA10 IFFO2 IGFBP5 IL12A IRF6 JARID2 JPH3 KLF10 KLF14 KLHL20 LAMA4 LUZP1 LYRM1 MDGA1 MDH2 MED13 MED21 MLLT6 MSX1 MTMR4 MYO1C NAA35 NCK2 NDUFAF4 NKAPD1 NQO1 NUMA1 NUMB NXPH1 PEX3 PHLDB1 PKHD1 PLEKHH2 PPM1J PPP1R16B PRDM15 PRKAB2 PTCHD4 PTPRR RAB33B RAB3B RBM15B RNF122 RSPO3 RUNX2 SIGLEC6 SLC25A18 SLC45A3 SLC46A2 SPAST SPON1 SPOP STOX2 TANC1 TMCO5A TMEM135 TMEM178B TMEM198 TMEM263 TMOD3 TPST1 TRAF1 TRIM2 TRIM9 UBE2I UBFD1 VAX2 VKORC1L1 VPS36 VSTM4 VTI1A ZBTB4 ZNF384 ZNF480 ZNF514 ZNF704 ZNF705A ZNF74 MIR5088_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5088_5P ADCYAP1R1 AGAP1 AKAP3 ATPAF1 BZW2 CANX CENPI CNTNAP2 CTDNEP1 FGF9 FOXO4 FUT10 GALNT2 HECW2 HIC2 IDS KCNMB2 KDM2A LRRTM2 MECP2 MIP MSANTD2 PCDH10 PI15 PJA1 PMP22 PRSS8 PSMB9 PTBP2 PTER RIMS4 SH3PXD2A SLC22A2 THTPA TMEM47 USP14 VAPB XRCC6 ZNF135 MIR5089_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5089_3P ABCB5 AHSA2P AIDA ANKRD13A ARMC10 ATF2 BRD1 CACNA2D1 CDH2 CDIN1 CFAP119 CLCF1 CLEC1A CNOT6 CPEB2 CTTNBP2 CUL5 CYCS ELMOD2 FBXO45 FGF9 FHIP2A FNDC3A FRK FUCA2 GALNT1 GLB1L2 GOLGA3 GRID2 GTPBP10 GVQW3 HMBOX1 HNRNPR HRNR ITM2B JCHAIN KIF1B LHFPL1 LMNTD1 LRRIQ3 MAPKAP1 MARK3 MYO6 MYOZ2 NCOR1 NDST3 NOX4 PAPOLG PDLIM5 PELI1 PEPD PPP1CB PPP4R3B PTPN1 PTPN13 RGS6 RNF145 SBK1 SELENOI SH3RF1 SLC25A40 SLCO6A1 SMC6 SNAP25 SPOCK3 TMEM169 VASH1 YTHDF3 ZFPM2 ZNF704 MIR5089_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5089_5P AAK1 ABHD18 ACTR8 ADCY2 ADGRG4 ADTRP AP4S1 APLP1 APRG1 ASB7 ASTN1 ATF7IP2 B4GALNT1 BHMT2 BSDC1 C11orf54 C15orf40 C16orf82 C19orf84 CACYBP CAMK1D CBLN2 CBX2 CCAR1 CDK20 CKAP2L CLIP3 COLEC12 COX19 CRISP3 CSMD3 CYP20A1 ENDOU ENPP6 ENSG00000255537 ESR2 ETNK1 FAM20A FANCM FBXO9 FGB GCNT2 GGA2 GJC1 GPR158 GTF2H2 H2AZ2 HAPLN1 HAUS2 HIVEP3 IKZF3 ILDR2 INPP5F IPO13 IPO9 IQUB ITGA2 IVD KCNH4 LPL M1AP MACF1 MAP3K21 MRPL57 NAV1 NCKAP5 NLK NOM1 NRIP1 NT5C2 NUMB OLA1 PAQR9 PAXBP1 PHACTR4 PHAX PNMA2 PNPT1 POLR2E PRDM5 PRKG2 PRR11 QPCTL RAB3B RABL3 RAET1E RBL1 RINL ROR1 SFTPB SGO2 SPATA17 SPRYD7 SPTLC2 ST8SIA3 STAU1 TIMM8B TM7SF3 TMEM174 TMEM178B TNFSF10 TPD52L1 TSR1 TTPAL USP49 VCP WFDC8 ZBP1 ZBTB8A ZNF552 ZNF814 MIR508_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR508_3P ACOX1 ADAM28 ADNP AMDHD1 ANXA10 APOBEC2 ARHGEF12 ARL4C ASH1L ATL2 BICRAL C2 CAPRIN1 CCL1 CCNA2 CCNYL1 CDC14B CECR2 CERT1 CFL2 CLASP1 CLOCK CPNE2 CPNE3 CRLF3 CTDSPL2 DCLK1 DLG2 DNAJC6 ELOVL7 FAM20B FCHSD2 GAB1 GLCE GNRHR GRIA2 GXYLT1 HACD3 HBP1 HMGA2 HOXA1 HTR2C IRX2 KCNA4 KIAA1549 KLF4 LAMTOR3 LOX MAGT1 MBNL1 MINDY2 MINPP1 MITF MPHOSPH9 MSTN MTMR6 NCOA1 NDUFAF6 NETO1 NFIB NFKB1 NR2C2 NR4A3 NSD3 NUMB ODAM PAK3 PHYHIPL PIKFYVE PROKR2 PTPN9 RAB12 RAD23B RAP2A RARS1 RASSF3 RBFOX2 RBM27 RBMS3 RECK RMND1 RNF103 ROR1 SALL4 SCN2A SDK1 SEPTIN7 SLAIN2 SORCS1 SPZ1 SRPRA STRBP TAB3 TECTB TFAP2B TLCD4-RWDD3 TRHDE UBASH3B UGCG UPRT VAPA WEE1 XPR1 ZBTB18 ZBTB44 ZDHHC3 ZNF397 MIR508_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR508_5P AKAIN1 AKAP12 AMER1 APELA B3GALT6 C4orf19 C6orf62 CCL13 CEP350 CGGBP1 CLMN CPEB3 CREB5 CRISP3 CYP3A4 CYYR1 DAZAP2 DIXDC1 DMRTA1 DOK6 DPH3P1 ELMOD1 EMP1 FAM168A FAM171B FAR2 FGFBP2 FNDC5 FOXO1 GALNT9 GCH1 GMNC GPATCH2L GREB1 HAPSTR1 HELB HJURP IPO5 IRGQ ISM1 JARID2 KCNH8 KLHDC8B KNL1 LHFPL1 LIN28B MBNL3 MINDY2 MSRB1 MYBPC2 MYO6 MYRF NAV3 NLK NOL7 OSR1 PDE4DIP PDS5A PDZD2 PGAP2 PLAGL2 POTEA PPIP5K2 PRRG4 PTPRJ RAB33A REEP6 RNF157 SACM1L SART3 SCML1 SDHC SEH1L SERAC1 SHCBP1 SIRT5 SKIDA1 SLC25A30 SLC39A8 SLC9A6 SNAP91 SORL1 SOX11 TFDP2 TLNRD1 TMEM163 TMEM87B TRMT9B TSGA10 UBA3 UBA52 UBE2N UBE4A USP13 VLDLR WARS2 WDR43 YBEY ZBTB33 ZNF568 ZNF850 MIR5092 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5092 AHDC1 DSEL FAM9B PPP3CB RELN TMEM131L TMEM151B UBE2Q2 MIR5093 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5093 AAK1 ABHD17C ABHD18 ACSL1 ADAMTS6 AGO4 AIFM2 AK1 APOLD1 ARIH2OS ATAT1 ATP13A3 ATP6V1G1 B3GALNT2 BMPR2 BNIP2 BOLA3 C2orf68 CALB1 CAMK2D CASD1 CBL CCDC6 CCDC88A CCR1 CD109 CDC42SE2 CETN2 CFTR CHD1 CHIC1 CHST11 CIDEB CMPK1 CNGB1 COL5A2 CPNE4 CRYBG1 CYFIP2 CYP21A2 CYP26A1 DAP DBT DCDC1 DKK2 DNALI1 DOK3 DUOX2 ELL2 EML5 ENC1 EXOC6B F2RL2 FAM117B FAM169A FAM172A FAT1 FIGN FKBP5 FNBP1L FUT9 GAS1 GMEB1 GNAQ GOLT1B GPR155 GPR161 GRIA2 GRIN2A GTF3C4 HDX HFE HIVEP2 HNRNPAB HSPA4L IKZF1 ING3 IRF8 IRS1 ITPRIPL2 JAKMIP2 KAT6A KCMF1 KCNA3 KIF13B KIFAP3 KLF11 KLF6 KRT31 LAMA1 LANCL1 LHX6 LMX1A LONP2 LRATD2 LRP12 LRRC27 LRRC8D LYSET MAIP1 MAP3K2 MAP3K7CL MAPKAPK5 MCFD2 MFSD14A MIA3 MICAL2 MLXIP MOB1B MOB3B MPZ MSANTD2 MYCT1 MYEF2 MYLK4 NAA50 NBPF15 NCOA1 NDFIP2 NDST1 NECTIN2 NET1 NIPA1 NIPSNAP3B NR3C1 NR6A1 NRN1 NTRK2 OPRM1 OSBPL3 PABPN1 PCBP2 PCDHB15 PCNP PDZD8 PGR PHIP PHYHIPL PIK3C2A PLCXD3 POLR1E POU2F1 PPAT PPIP5K2 PRKG2 PSMA5 PTPN14 PTPRT PUM1 RAB30 RANBP3L RBFOX2 RBM39 RBM42 RBM47 RC3H1 RGS8 RIMBP2 RIMKLA RLBP1 RNF180 RNF8 RPGR RPTN RTKN2 RTN2 SAMD4A SAMD5 SBF2 SCGB2A1 SELENOI SELENOP SEMA4G SERBP1 SERPINB13 SETBP1 SGO1 SH3YL1 SHROOM3 SKIL SLC17A6 SLC18B1 SLC1A3 SLC22A4 SLC25A21 SLC27A2 SLC2A12 SLC4A7 SLCO2B1 SLCO5A1 SMARCAD1 SMURF2 SNAP25 SNTB2 SORBS3 SOST SPACA9 SPTLC2 SRBD1 SREK1 SSBP1 ST13 ST3GAL1 STK3 TAFA2 TCF20 TFDP2 TIMP3 TINAG TMA16 TMEM220 TMPRSS11E TRABD2A TRPC1 TSHZ2 TUBGCP5 TXLNG UBE2A UBE2D2 UBE2QL1 UBR3 UBTD2 UMAD1 USF3 USP3 USP49 VDAC2 VEGFC VTCN1 WAC WBP11 WNK1 YPEL5 ZBTB20 ZBTB21 ZBTB39 ZC3H12C ZFYVE28 ZNF333 ZNF527 ZNF624 ZNF704 ZNF750 ZRANB2 MIR5094 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5094 AAR2 ABCA13 ABCE1 ADAT2 AGL ANKRD29 ANKRD36B ANKRD36C ANXA9 APPL1 AQP5 ARHGAP42 ARL4A ATP4B BICC1 C12orf75 CALD1 CAT CDC42 CNTN1 COL4A1 CRISP1 CSF2RB DCAF12 DIPK2A DSG2 ELOA2 EPB41L4B ESRRG FBXW2 FERMT2 FGFR2 GJB4 GLB1 GRIN1 GRM6 IMPA1 ITGA9 KDM7A KLF5 KPNA3 LIN7A LRCH1 LRP4 MACROH2A1 MAP3K2 MARK1 MEIOC MIER3 MON2 MTCH2 MTMR7 MYO3B NOTCH2NLA NPEPL1 NPL NRP1 NT5C3A PACSIN2 PDE9A PDIK1L PHF20L1 PIK3C2A PTCH1 PTPRE PTPRG QSER1 RAD1 RIT1 SCCPDH SERINC5 SLC17A2 SLC38A1 SNX11 SPEF2 STK32A SVIP SYNJ1 TAF9B TCAIM TENM3 TGS1 TMEM218 TRIM34 TRIM6-TRIM34 TSPAN12 VWA2 WAPL YOD1 YWHAB ZNF805 ZSWIM6 MIR509_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR509_3P ANKRD23 BRWD1 CACNB4 CALB1 CDK17 CES3 CLXN COCH COG5 DDAH1 ENO4 ENTPD3 ERVW-1 FAM240A HABP4 JADE1 KATNBL1 KDF1 LRRC39 LRRTM1 MAP3K8 MCFD2 MDH2 MLF1 MMD2 MMP19 NETO2 NR1D2 OSBP PIP5K1B PLGRKT PLP1 PRUNE1 PSD3 RAB5C RAD9A RBMY1E RBMY1F RFX3 RIBC1 RNF130 RNF180 SCG3 SERPINB9 SF3B4 SH3GL3 SLC37A2 SORD ST3GAL2 TCF7L2 TRPA1 UNC13B USP27X VEZF1 VGLL4 VPS26A XPR1 YAP1 ZMAT3 ZNF345 ZNF423 MIR509_3_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR509_3_5P ACBD3 ACLY ACSL6 AFF3 AGFG1 ANKMY2 ANKRD50 ANLN AP3M1 ARF6 ATAD2B ATP11C ATP9B ATXN7 BCL11A BTG1 C2orf73 C5orf24 CALD1 CAMK2D CAMTA1 CCNJ CCSER2 CD200R1 CDC14A CELA1 CHRNE CKLF CLSPN COL6A6 CORO1C CSMD2 CSTF2 CTNNB1 DCLK1 DENND6A DISC1 DOCK3 E2F7 EHD4 EIF1B EIF4E2 EIF5B ELOC ELP3 EPB41 EPHA6 ESRRG EZH2 FAM168B FGF2 FIGN G3BP2 G6PC1 GALC GARIN6 GATB GFOD1 GID8 GMFB GOLGA1 GPALPP1 GPM6A GPR85 GTF2IRD2 GTF2IRD2B HACD3 HNF1B HSPA9 HYCC2 IGF1R INO80D IP6K3 IPO8 IQCH JARID2 KDM4A KHDC4 KIAA0232 KIF5C LDB3 LILRB1 MBOAT2 MED13L MED28 MGAT4A MPC1 MTMR8 MXRA5 NCAM1 NDN NES NFAT5 NFXL1 NHEJ1 NLGN1 NOS1 NUDT7 NUP35 OCM OCM2 OGFRL1 OGG1 P2RY10 PAFAH2 PGRMC1 PICALM PIEZO2 PIP4K2B POGLUT2 POLR3F PPM1F PROX1 PSIP1 PSTPIP2 PTPRZ1 RAB11A RAB37 RAP2C RETREG1 RHOT1 RNF139 RNGTT RTKN2 SCAMP1 SERTAD2 SHISA9 SHROOM1 SINHCAF SLC1A1 SLC25A38 SLC25A5 SLC2A10 SLC38A2 SLC38A9 SLC9A7 SMC2 SNED1 SNX27 SPOPL SYN2 SYNGR2 SYNJ2BP TARDBP TDG TENM1 TET1 TIAM2 TMEM209 TMEM26 TNFRSF19 TNPO1 TOGARAM1 TP53TG3 TP53TG3B TP53TG3C TP53TG3D TRAK1 TRAPPC2 USP15 WAPL WDFY1 WDR82 WNK3 ZFAND5 ZHX1 ZNF423 ZPLD1 MIR509_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR509_5P ACBD3 ACLY ACSL6 AFF3 AGFG1 ANKMY2 ANKRD50 ANLN AP3M1 ARF6 ATAD2B ATP11C ATP9B ATXN7 BCL11A BTG1 C2orf73 C5orf24 CALD1 CAMK2D CAMTA1 CCNJ CCSER2 CD200R1 CDC14A CELA1 CHRNE CKLF CLSPN COL6A6 CORO1C CSMD2 CSTF2 CTNNB1 DCLK1 DENND6A DISC1 DOCK3 E2F7 EHD4 EIF1B EIF4E2 EIF5B ELOC ELP3 EPB41 EPHA6 ESRRG EZH2 FAM168B FGF2 FIGN G3BP2 G6PC1 GALC GARIN6 GATB GFOD1 GID8 GMFB GOLGA1 GPALPP1 GPM6A GPR85 GTF2IRD2 GTF2IRD2B HACD3 HNF1B HSPA9 HYCC2 IGF1R INO80D IP6K3 IPO8 IQCH JARID2 KDM4A KHDC4 KIAA0232 KIF5C LDB3 LILRB1 MBOAT2 MED13L MED28 MGAT4A MPC1 MTMR8 MXRA5 NCAM1 NDN NES NFAT5 NFXL1 NHEJ1 NLGN1 NOS1 NUDT7 NUP35 OCM OCM2 OGFRL1 OGG1 P2RY10 PAFAH2 PGRMC1 PICALM PIEZO2 PIP4K2B POGLUT2 POLR3F PPM1F PROX1 PSIP1 PSTPIP2 PTPRZ1 RAB11A RAB37 RAP2C RETREG1 RHOT1 RNF139 RNGTT RTKN2 SCAMP1 SERTAD2 SHISA9 SHROOM1 SINHCAF SLC1A1 SLC25A38 SLC25A5 SLC2A10 SLC38A2 SLC38A9 SLC4A2 SLC9A7 SMC2 SNED1 SNX27 SPOPL SYN2 SYNGR2 SYNJ2BP TARDBP TDG TENM1 TET1 TIAM2 TMEM209 TMEM26 TNFRSF19 TNPO1 TOGARAM1 TP53TG3 TP53TG3B TP53TG3C TP53TG3D TRAK1 TRAPPC2 USP15 WAPL WDFY1 WDR82 WNK3 ZFAND5 ZHX1 ZNF423 ZPLD1 MIR5100 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5100 ACVR2B ADAR ADGRA3 ALG9 ARSJ ATP8A1 AXIN2 AZIN1 BEND6 C18orf21 C9orf57 CAAP1 CALCR CATSPERE CERK CHD4 CHML CPSF6 CSNK1G3 CTNNA3 CXCL12 DEK DMRTA1 DNAJC21 DYNC1LI1 EPPIN-WFDC6 EYA3 FAM114A1 FAM114A2 FAM216B FASTKD3 FBXO8 FMC1-LUC7L2 FRYL GABRG2 GNB4 GPATCH2 GPCPD1 GRM8 HMGCLL1 HTR2C ITPK1 KAT7 LAMC1 LIFR LRBA LRRC58 LSM10 LUC7L2 LYSET MATR3 MCTP1 MED23 MEGF9 METAP1D MINPP1 MOSPD2 MOXD1 NALCN NLGN4Y NQO1 NXPE3 PCMTD1 PCSK1N PIK3R1 PLA2G4D PLA2R1 PPT1 QKI RAN RPAP3 SETD7 SHROOM3 SMARCA2 SNX12 SPO11 SS18L1 STS TBL1XR1 TMF1 TNFRSF11B TWSG1 UBASH3B VAC14 VEZT XRN2 YWHAG ZBTB1 ZBTB20 ZFAND6 ZKSCAN3 ZMYND11 ZNF280B ZNHIT6 MIR510_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR510_3P AAK1 ABCC12 ABHD18 ABI3BP ADCY7 AFDN AGO4 AKAP17A AMMECR1 ANGPTL5 ANKMY2 ANKRD22 ANKRD40 ANO5 APBB2 APC ARF6 ARHGAP6 ASB7 ASXL3 ATP6V1C1 ATP8A2 B3GALT2 BBOX1 BBX BCKDHB BCL2L11 BCL7A BCL7B BCLAF1 BLCAP BMP2K BMP3 BMT2 BRCA2 C15orf40 C17orf100 C21orf91 C2orf49 C3orf70 C7orf57 CA10 CACNA1C CACNB4 CADM1 CADM2 CALCB CAV2 CCDC82 CCDC85C CCNG2 CCT4 CDK6 CDKL2 CEBPZOS CELF1 CEP120 CEP170 CEP41 CEP97 CFHR3 CFHR4 CFTR CH25H CHD9 CHL1 CHMP5 CLDN11 CLIC5 CLINT1 CLTA CLU CNOT6 CPLX3 CPT1A CREB1 CREBRF CRIPT CRISPLD1 CSE1L CSRNP3 CUL3 CXCR5 CXXC4 CYSTM1 DCBLD2 DCLK1 DCUN1D1 DDX3X DENND6A DHX40 DNAJC6 DPM1 DPYSL2 DSG2 DTNA DYNC1I1 EEF2K EFNB2 EIF5 ELF2 ELL2 ELOVL7 EME1 EML6 EMX2 ENOPH1 ENPEP EPHA3 EPHA5 EPS15 ERBIN ESM1 ETV1 EXD2 FAM135A FAM169A FBXW11 FHOD3 FLRT3 FMR1 FNIP2 FOXN2 FREM2 FTSJ1 FZD3 GANC GATA3 GIPC2 GNPNAT1 GPATCH2L GPR12 GPR180 HDAC9 HLA-DQA1 IKZF2 IMPA1 ITPR1 JAKMIP2 KALRN KCNAB1 KCNJ13 KDM4C KHDRBS1 KIAA1958 KIAA2013 KIF13A KIF18A KIF3A KIF4A KLF8 KLHL24 KMT5B KPNA6 KRT10-AS1 LAMC2 LATS2 LCOR LGALSL LHFPL3 LIN54 LMAN2 LRCH2 LRRC4C LRRTM3 MAB21L1 MAF MAP1B MAP3K1 MAPK9 MATR3 MBNL1 MBNL2 MBNL3 MCTS1 MDGA2 MED1 MED14 MEIS2 MET MFSD8 MGAT4A MIER3 MORF4L2 MSI2 MYCT1 MYL6B MZT1 NAP1L2 NAV1 NAV3 NCOA2 NEK10 NEXMIF NFIB NMI NMNAT2 NMT2 NPL NRP1 NXPH2 OLFM3 OLFML1 ONECUT2 OSR2 PAG1 PANK1 PAXBP1 PCDH10 PCDH15 PCDH19 PCDH9 PDCL3 PDIK1L PDS5A PDX1 PELI1 PEX5L PHACTR2 PHC3 PHYHIPL PIANP PIK3CA PIM1 PLOD2 PLSCR5 PNISR POU4F1 PPARGC1A PPM1E PPP1CC PPP1R9A PPP4R2 PPP4R4 PRKAA2 PRKACB PROS1 PRRC2B PTP4A1 PTPN4 RAB23 RAB27B RAB3C RABEP1 RABGAP1L RAD23B RAPGEF5 RAPH1 RASGRF2 RB1 RB1CC1 RBM18 RBM42 RBM47 RBMS1 RBMS3 RFX6 RIF1 RORA RPS6KA3 RPS6KA6 RPS6KB1 RTKN2 RUBCNL RUFY2 S1PR1 SASS6 SCAI SCG3 SCYL2 SEC24A SEC62 SEC63 SEMA3A SENP3 SENP7 SEPTIN9 SERPINE1 SGIP1 SGMS1 SHMT1 SIRT1 SLC16A12 SLC17A7 SLC1A2 SLC22A17 SLC26A3 SLC30A7 SLC35F1 SLC46A3 SLC4A4 SMAD1 SMN1 SMN2 SNAP91 SNW1 SOCS6 SORCS3 SP100 SPAG6 SPOPL SRD5A2 SREK1 SRP72 SS18 STAM STRIP2 STXBP5L SYDE2 SYT16 TACC2 TAF4B TBCA TCF21 TENM1 TENT5D TEX30 THSD7A TIA1 TLR6 TMCC2 TMEM132B TMEM154 TMEM255A TMEM26 TMEM51 TMEM59 TMOD1 TMTC3 TNFSF10 TNFSF13B TNPO3 TOR1AIP2 TPR TRAF3 TRAPPC13 TRHDE TRIM15 TSEN34 TTC39C TUBB1 TUT7 U2SURP UBASH3B UBE2B UBE2L6 URI1 USP24 USP51 UTP15 VCPIP1 VGLL3 VWC2 WDR26 WDR35 WDR48 XIAP XRN1 YY1 ZBTB20 ZBTB21 ZC3H6 ZDHHC21 ZFHX3 ZFHX4 ZMYM3 ZNF148 ZNF280C ZNF287 ZNF333 ZNF652 ZNF704 ZNF711 ZNF772 ZNF816-ZNF321P ZYG11B MIR510_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR510_5P ACOX1 ACVR1B ADCY5 ADGRF1 AGTPBP1 ALDH6A1 ARMCX5 ASXL3 C14orf28 C17orf75 C7 C9orf24 CASTOR2 CCDC51 CDH1 CDH11 COL4A6 COLQ CTH DBH DNM1L DOCK9 DOP1A DPCD EPGN ESYT2 EXOG FAHD2B FANCD2 FNIP1 FRMPD3 GMNC GNAQ GPM6A GRIA4 HLTF HOXC10 HPSE HTR3E IL7R KATNAL1 LDB2 MAF MFAP3 MYD88 NOL8 NOP9 OR7D2 PACC1 POT1 PPP2R5E PRKAB1 PRLHR PTGES3 RBFOX1 SDC3 SERPINB1 SLC35G3 ST8SIA2 TAFA5 THOC2 UBE2B VLDLR VPS33A WAPL ZNF410 ZNF483 ZNF518B ZNF75D ZNF776 MIR511_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR511_3P ABHD18 ACBD5 ADAMTS9 ADGRF5 ADH1B AEBP2 AFDN AJAP1 ALG6 AMER2 ANGPTL2 ANKRD44 ARFGEF3 ARL14EPL ATP11C ATP2A2 ATXN7 BACH2 BCL2 CAMK2N1 CCDC174 CENPA COBLL1 CPNE4 CRIM1 CRPPA CSRNP3 CTNND2 CUBN DCAF8L1 DENND2C DENR DYDC2 DYNLT5 EDNRA EGR3 ENOSF1 FBXL3 FBXO30 FHL5 FNDC3A FNIP2 GABRB3 GJB1 GTPBP2 GUCY1A2 HEXIM1 HINT3 HNRNPA2B1 HOMER1 HSPH1 IMMP2L INHBA IREB2 KANSL1L KCNJ13 KCNJ3 KCNMA1 KPNA1 KRBOX1 LAMP2 LDLRAD2 LPP LRATD1 LRRC31 LRRN3 LSM8 MALT1 MAN1C1 MATN3 MATR3 MCUR1 MDFIC MIS18BP1 MORC1 MTRF1 NETO2 NLGN1 NOX4 NUDC NUDT7 NXPH1 OMA1 OTULINL PALLD PAN3 PANX3 PATJ PDE10A PDZRN4 PGBD2 PLA2G12A PLAG1 PLP1 PLSCR4 POLR3G PRDM4 PRRG4 PUM1 PURG RAB3C RAB44 RASSF5 RB1 RBM5 RBP4 RICTOR RNF138 RNF213 ROCK2 SCARA3 SEMA3A SH3TC2 SIRT3 SLC24A2 SLC35E3 SLC44A1 SLCO3A1 SMAD9 SORCS3 SPRY2 SSBP2 STARD8 SUOX TDRKH TMEM209 TMEM229A TMEM255A TMEM41B TNFRSF21 TNRC6B TOP2B TSPAN12 TXLNB UBE2V2 UNC79 USP25 VENTX VMA21 VPS13C XKR4 XKR6 XRCC4 YPEL2 ZFAND3 ZFP28 ZNF107 ZNF117 ZNF124 ZNF138 ZNF253 ZNF254 ZNF257 ZNF354C ZNF415 ZNF449 ZNF480 ZNF486 ZNF493 ZNF506 ZNF540 ZNF543 ZNF626 ZNF676 ZNF730 ZNF737 ZNF85 ZNF90 ZNF99 ZSCAN5B MIR511_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR511_5P A1CF ABCG8 ABHD3 ABRACL ACOT13 ACTR3 ADAMTSL3 ADGRF5 ADTRP AGBL4 AGO1 AGTPBP1 AHDC1 AIG1 ALCAM ALDH1A1 ALPK3 AMN1 ANAPC15 ANGPTL1 APOD ARHGAP36 ARID1A ARID4A ARL17A ASB15 ATP8B3 ATRX BACH2 BBS2 BBX BCL6 BHMT2 BICC1 BICD2 BID BRD8 BTG1 C15orf40 C1QTNF7 C1orf146 C2orf69 CA3 CADM2 CALHM5 CAMK1D CAMK4 CAPRIN1 CCDC102B CCDC125 CCDC152 CCDC178 CCND1 CD300E CD36 CD8A CD9 CDK14 CLCN4 CMC4 CNOT7 COCH CREB1 CTCFL CYP26B1 DCK DCLRE1C DDX18 DEDD DISC1 DNAJC13 DNAJC24 DNAJC6 DPP10 DUSP7 EIF2AK2 EIF4G3 EIF4H ELAVL3 ELMOD2 ELP4 EMX2 ENPP4 ENSG00000215022 ENSG00000275993 ERBIN ERICH1 ERMN FBXL17 FEM1C FGF12 FGFR1OP2 FN1 FNDC5 FOXA1 FOXJ3 FUBP3 FZD10 GABRB1 GARIN2 GCLM GCM1 GFRA1 GLCCI1 GLRA2 GNG12 GNL3 GPR135 GPR137C GPR161 GRM8 HAS2 HEATR5A HECW2 HIPK2 HLTF HPX HSD11B2 IDI2 IL17RE IL24 IRF2BP2 ITGA1 ITGBL1 KCNA1 KCNC4 KCNK9 KDM2A KHDRBS2 KLB KLF3 KRBA2 LARP1 LEF1 LINC02694 LMTK3 LPP LRP2BP LRRC4 LSM14A LSM6 LVRN LYRM1 MAFG MAP2 MAP3K2 MAP7 MAPK1IP1L MARCHF6 MBD2 MBD6 MBNL1 ME2 METAP2 METTL8 METTL9 MGST1 MIB1 MINK1 MKNK2 MKX MRC1 MRPL34 MRPS5 MRTFB MTRFR MVB12B MXI1 MYCBP MYOCD NAIF1 NALF1 NAP1L1 NCALD NEUROD6 NFIC NHLH2 NIBAN1 NIPBL NLK NRCAM NRXN1 NRXN3 NTRK2 NUDT15 NUDT19 NXPH1 OLFML2A ONECUT2 PAK2 PARD3 PAX8 PAX9 PCDH10 PCDHB9 PCNX1 PDE12 PEX5L PHKA2 PHLDB2 PHLPP1 PHOX2B PICALM PIK3C2G PIK3CA PIK3R3 PKD2 PLA2R1 PLEKHG7 PLK5 PLXDC1 POGK POGZ POU3F2 POU4F1 PRAMEF1 PRAMEF13 PRAMEF14 PRH2 PRKAR2B PRKG1 PRPF4B PRTG PRUNE1 PSMA1 PTEN PTPN2 PURA QKI QRICH1 RAB27B RAB2A RAB33B RAPGEF2 RBKS RBM3 RETNLB RFX7 RGL1 RRN3 RSPO3 SAA2 SCN3A SDK1 SERTAD2 SESN3 SH2D1A SIK1 SLC10A7 SLC22A17 SLC24A2 SLC25A26 SLC35F6 SLC39A8 SLC4A4 SLC6A15 SLK SMARCA5 SOST SOX12 SOX14 SOX9 SP100 SPATA46 SPINK6 SPTLC2 SRF STAT1 STEAP2 STK3 SUCNR1 SULT4A1 TAF5 TASOR2 TBC1D4 TBXT TGFB3 TGFBR1 THEMIS TIAL1 TMEFF2 TMEM129 TMEM243 TMEM47 TMEM59 TNRC6B TNRC6C TOB1 TP63 TPRG1L TRAM1L1 TRAPPC3 TRIP12 TRMT11 TRMT9B TRRAP TRUB1 TSPOAP1 TTC23L TTC33 TUT7 UBE2H UFSP2 USP2 VTI1A WWTR1 XYLB YY1 ZC2HC1A ZDHHC12 ZIK1 ZNF24 ZNF268 ZNF385C ZNF426 ZNF480 ZNF521 ZNF611 ZNF652 ZNF660 ZNF704 ZNF706 ZNF765 MIR512_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR512_3P ABHD18 ABL2 ADAM18 ADAMTSL3 ADCY1 AGTR2 AHRR AKTIP ARHGEF10 ARL17A ARL5B ATXN1 ATXN7 BICC1 C1orf21 CADM2 CAMTA1 CAPRIN2 CCDC6 CDK19 CEP43 CPM CUBN CUX1 CXXC5 CYP2U1 CYSTM1 DDI1 DOCK3 DYRK2 EFCAB5 EPC1 ERBB3 ESRP2 FAT4 FEM1C FGL2 FOXK2 GAS2 GIPC2 GON4L GXYLT1 HLF HPRT1 IL6ST JMJD1C KAT6A KLB LRRC8B MAPK10 MARCHF8 MAST4 MLLT6 MYT1L NFIB NOD1 NR2E1 PCYT1B PDIK1L PFKP PFN2 PHACTR4 PIK3R5 PLPP4 PPARA PPP3CA PPP4R3B PRKAR2A PTBP2 PTCHD1 PTPN4 PXYLP1 QSER1 RABEP1 RND3 RNF38 SELENOT SFMBT1 SLAIN2 SLC16A6 SLC6A11 SMAD9 SNRNP200 SPOP TANC1 THRB TM2D3 TNKS2 TP53INP1 TP63 TRAK1 TRHDE TTC23 TTPAL USP3 USP46 ZC3H12C ZDHHC3 ZFHX3 ZFR ZFYVE16 ZNF12 ZNF213 ZNF24 ZNF711 ZNF827 MIR512_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR512_5P ACOX1 ATG12 ATRX BAZ2A BBS4 C17orf75 CAMK2B CCDC167 CCPG1 CRK CTNNB1 DCAF17 DCC DDX6 DEFB132 DMXL2 DUOX2 EFCAB5 ESYT2 GAPT GNL3L GPC5 HLTF HSPA12A INO80D JOSD1 KCNC1 KCNH5 KNL1 MMGT1 MPPED1 NANP NUDT18 NUP153 PHF6 PKD2 PPM1B PRR14L PTMA PTPN7 REG1A RHOT1 RIBC1 RIMS1 RINT1 SERPINB9 SHQ1 SINHCAF SLC22A3 SLC35A2 SNAP91 SRPK2 STARD8 SUCNR1 TESMIN TMPRSS13 TRHDE UBQLN1 XKR6 MIR513A_3P_MIR513C_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR513A_3P_MIR513C_3P ABHD13 ABI1 ABRAXAS1 ABRAXAS2 ACOT13 ACVR2A ADAM10 ADAMTS5 ADAMTSL3 ADGRG6 AFF4 AGFG1 AHDC1 AK2 ALCAM ALDH6A1 ANGEL2 ANGPTL3 ANKRD17 ANTXR2 APOH APPL1 ARFGEF3 ARG1 ARHGAP29 ARL6IP6 ARMH4 ASAP2 ASB7 ASXL2 ATP11AUN AZIN1 B4GALNT4 BAG4 BAMBI BCL11B BCL2L13 BICC1 BMX BOLL BRMS1L BTF3L4 C14orf28 C18orf54 C5orf24 C7 CACNB4 CADM2 CALB1 CARF CASZ1 CCDC141 CCDC186 CCDC39 CCDC50 CCN3 CCNE2 CD38 CDC73 CDH19 CDK17 CDK19 CEACAM1 CERK CHCHD7 CHD7 CHIC1 CHST9 CNN3 CNOT6 CNOT6L CNST CNTN5 COL6A3 CPEB3 CREB1 CREBZF CREG2 CSGALNACT1 CSNK1A1 CSRNP3 CTDSPL2 CUL3 CXADR CYBRD1 DAZ2 DAZ4 DCAF10 DCUN1D5 DEK DENND5B DGKI DIPK2A DISC1 DLAT DNER DR1 DRD1 DTWD2 DUXA EDEM1 EEA1 EFCAB14 EIF4A2 ELAVL2 ELF1 ELF2 ELK4 ELOC ENAH ENKUR EPDR1 EPHA5 ETNK1 FAM114A1 FAM118B FAM133A FAM135A FAM171B FAM20B FAS FBXO33 FBXO4 FBXO8 FEM1B FEM1C FGFR1OP2 FLYWCH1 FMR1 FNDC1 FSBP FSD1L FST FUS FUT9 G3BP1 GAB1 GABRA4 GASK1B GCNT1 GGCX GNAI3 GOLGA3 GOSR2 GPBP1 GPLD1 GPR180 GSPT1 GTF2H5 GYPA HACE1 HBS1L HDX HEXIM1 HIRA HLTF HNRNPK HOMER1 HPCAL4 HSPA5 HTR2C ICA1L IDS IGF2BP3 IKZF2 IL6ST INTS2 ITCH ITGA4 JADE1 JMJD6 JPH4 KALRN KANK4 KCNC2 KCNS3 KCTD1 KDM6A KDM7A KIF13A KLF15 KLHDC1 KLRD1 LACC1 LAMTOR3 LANCL3 LARP4 LCORL LEPROT LHX8 LIN54 LIN7C LIN9 LRATD1 LRP6 LRP8 LRRC3B LRRC4C LRRC7 LSAMP LUC7L2 LYPLA1 MACIR MAGEB4 MAL2 MAP3K4 MAP7 MAPK6 MATR3 MBNL3 MBOAT2 MCOLN2 MDFIC MDM4 MED13 MED14 MEI4 MEIOC MGST1 MIGA1 MINDY3 MOB1B MPPED2 MRC1 MSX1 MTF2 MTM1 MXI1 NAB1 NAPEPLD NCBP1 NCOA1 NDUFA5 NDUFB8 NEDD4L NETO1 NEUROG2 NIPBL NOP2 NOTCH2 NRIP1 NT5DC1 NUDT21 NUFIP2 NUP93 NUS1 NYAP2 OLFM3 OTUD6B PABPC4L PALS2 PAQR5 PARPBP PAWR PCDH11X PCDH8 PDE11A PDE8A PDIK1L PEG10 PEX5 PFKFB3 PGAP1 PHF14 PHF20L1 PHIP PHLPP1 PIK3CA PITPNB PKP2 PLEKHG7 PPARG PPM1E PPP1R3D PPP1R9A PPP2CB PPP2R1B PPP3CA PPP4R2 PREX2 PRKACB PRKG1 PRPF4B PSD2 PTEN PTGDR PTP4A1 PTPRB PTPRC RAB8B RAD54B RANBP3L RANBP9 RAPH1 RASGRP4 RASSF8 RBBP5 RBM27 RBMS3 RC3H1 RCAN3 RELCH RELN RETSAT RFX3 RICTOR RNF103 RNF111 RNF138 RNF146 RNF6 RPS6KA5 RPS6KB1 RSKR RUFY2 RUNDC3B RXFP1 RYBP SAMD8 SAR1A SCAF11 SCAI SEC23A SELENOI SEMA5A SERINC5 SERPINB8 SETD9 SGCZ SGIP1 SGPP1 SH3GLB1 SH3KBP1 SHANK2 SKIL SLC12A2 SLC17A6 SLC1A3 SLC22A5 SLC25A46 SLC26A2 SLC2A13 SLC30A6 SLC35F5 SLC39A12 SLC4A7 SLC6A4 SLC7A11 SLC7A14 SLFN5 SLK SMARCA1 SMARCAD1 SMIM13 SNCA SNX14 SNX15 SNX3 SNX4 SOX1 SP3 SPG11 SPIRE1 SPOCK3 SPRED1 SPRYD7 SREK1 STOX2 STRN STXBP5 SUV39H2 SYPL1 SYT4 TARP TBC1D12 TBX18 TCEANC2 TCF12 TDRD15 TIPRL TLCD4 TMCO3 TMEM106B TMEM170B TMEM33 TMEM38B TMF1 TMTC1 TMTC3 TNPO1 TOGARAM1 TOP2B TOPORS TOR1AIP2 TPMT TPRG1 TRDMT1 TRIM33 TRIP12 TSC22D1 TSNAX TTC28 TWF1 TXNDC11 TXNDC16 U2SURP UBE2D3 UBE2K UEVLD UFL1 UGT2B17 UGT2B4 UMAD1 USP31 VGLL3 VPS37A VPS50 WASF3 WBP4 WDR20 WHAMM XIAP XPA XRN1 YTHDF3 YWHAZ ZBTB21 ZBTB41 ZBTB8A ZC2HC1A ZCCHC9 ZDHHC2 ZDHHC21 ZFAND5 ZFHX4 ZFP28 ZFYVE16 ZNF148 ZNF22 ZNF287 ZNF320 ZNF326 ZNF34 ZNF367 ZNF516 ZNF518B ZNF626 ZNF678 ZNF736 MIR513A_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR513A_5P ABHD17B ABHD17C ABHD5 ABHD6 ABTB3 ACVR1C ADAM17 ADAMTSL1 ADAMTSL3 ADD3 AGFG1 AGPS AHSA2P AK4 AKAP13 AKIRIN2 ALG9 ALS2CL AMPD3 ANKRD12 ANTXR2 APLP2 APPBP2 ARFGEF1 ARHGAP32 ARHGEF26 ARHGEF7 ARL4C ARSJ ASF1A ASH2L ATAD2B ATF6B B3GNT7 B4GALT3 BAALC BDKRB2 BHLHE22 BLTP1 BLTP3A BMS1 BRPF3 BRWD3 BTG1 BTG2 BTN1A1 BUB3 C12orf4 C1QL4 C22orf39 C2CD2 CA10 CACNA1B CAGE1 CALD1 CAPN15 CBLB CBLN2 CCDC65 CCDC82 CCNG1 CCSER2 CD44 CDH11 CDK14 CDK6 CDS1 CHD7 CHKA CHL1 CKAP4 CLK2 CLSTN2 CNR1 CNTNAP2 COL19A1 COPZ1 CRACDL CSNK1G1 CTH CTNND1 CUBN CYP1B1 DCAF7 DCUN1D4 DCX DDAH1 DDT DDX5 DIPK1A DNAJC13 DNAJC27 DPYSL2 DSN1 DTNA DUSP18 DYRK1A E2F7 EBF2 EDEM3 EDIL3 EDRF1 EHBP1 EI24 ELFN2 ENC1 ENTREP2 EPHA5 EPS8 ERICH3 EYA1 FAM168A FAM184A FAM76B FBXO10 FBXO34 FBXW7 FIZ1 FRMD6 FUBP3 FZD4 GALR1 GAREM1 GATA3 GATC GCC2 GCSAM GGNBP2 GMFB GNG13 GNS GOLGA1 GOLM1 GPI GPR6 GPT2 GRB2 GRIN2A GRM5 GRSF1 GTF2A1 GTF2I GXYLT1 GYPA HGF HHIP HHLA1 HIC2 HMGCR HS2ST1 HSDL1 ID4 IL6ST IMPA2 ING5 INO80D INSM2 IPMK JMJD8 KAT2B KAT6A KCNB2 KCNK2 KCNK5 KCTD14 KCTD8 KDM3B KDM7A KHSRP KIAA0319L KIAA0586 KITLG KLF3 KLF6 KLHL29 KMT2C KMT5B KRAS LATS2 LDLRAD3 LIN52 LIN7C LPIN1 LRRIQ3 MAGI2 MAP1B MARK1 MCHR2 MGAT4A MIGA2 MKLN1 MMD MORC3 MRPS14 MT1F MTARC1 MTF1 MUCL1 MYB MYLK4 NABP1 NCALD NECAP1 NEO1 NEURL4 NHLH2 NIPAL4 NODAL NPAS3 NPTN NR2F1 NR5A2 NRCAM NRK NSD1 ONECUT2 OTUD4 PADI4 PATZ1 PDE8A PDIA5 PDS5A PDS5B PDXK PEG10 PET117 PHF3 PKIA PLCH1 PLCL2 PLEKHH1 PLEKHJ1 PLK2 PLPP3 PNKD PNPLA7 PPARGC1A PPP4R2 PPP6R3 PRKG1 PRKG2 PRR3 PSMD11 PSRC1 PTGER3 PTGFR PXN RAB14 RAP2B RAPH1 RASSF3 RASSF8 RBM19 RBPMS2 RC3H1 RCAN1 REPS1 RGPD4 RGPD5 RGPD6 RNF139 RNF144A ROR1 RORB RPN2 RTL9 RUNX1 SAMD9L SAMSN1 SBF2 SCN1A SEMA4F SEMA6A SEMA7A SERP1 SFRP1 SFSWAP SH3GL3 SH3TC2 SHISA7 SLC1A2 SLC25A25 SLC35A3 SLC35F1 SLC35F4 SLC5A3 SLC5A7 SLC6A3 SLC7A11 SLC7A2 SMAD4 SMOC2 SNN SNRK SNX10 SNX18 SNX30 SOD1 SOX11 SPATA13 SPATA33 SPICE1 SPRTN SPRYD3 SRGAP3 SRRM2 SSBP2 ST3GAL6 STRN SYNJ1 SYNRG TAB3 TBR1 TEAD1 TFAP2B THBS2 TLE4 TLK2 TMCC1 TMEM167A TMEM170B TNPO1 TNRC6B TPR TREML1 TRIM2 TRPM3 TSC22D2 TSHR TSTD3 TTC39C TTR TXLNG UBE2D1 UBE2K UBE2V1 UBN2 UGCG UNC5D UNKL USF3 USP21 USP31 USP46 VAV2 VPS35 VPS53 VSIG10 VSX2 WBP1L WDR37 WDR43 WNK3 XDH XPO1 YTHDF3 ZBTB34 ZCCHC24 ZFAND3 ZFP36 ZHX1 ZNF329 ZNF334 ZNF44 ZNF609 ZNF624 ZNF665 ZNF780B ZNF800 MIR513B_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR513B_3P ADAMTSL3 AKAP11 ALDH7A1 ANK3 ANKRD29 ANP32E API5 ARMC1 ASPH ASXL3 ATAD2B ATAT1 ATOSA BBS7 BCO1 BEND2 BEND4 BIRC3 BRWD3 BTLA C8orf34 CCNG2 CCZ1 CCZ1B CDK17 CFAP251 CHEK1 CISH CLPX COL4A4 CPEB2 CRPPA CTTNBP2NL DDAH1 DENND11 DNAAF4 DNAJB14 DR1 EGLN3 ELAVL4 EMC2 EMP1 ENDOD1 EPDR1 EPHX2 ERBB4 FBXO9 FMR1 GAB2 GABARAPL1 GALNT7 GBP1 GBP4 GJA1 GPATCH1 HACE1 HCN1 HECA HMGB1 HS6ST3 IBSP INPP5A KATNAL1 KBTBD2 KCTD3 KIDINS220 KPNA7 LMAN1 LYRM4 MAGI3 MAN1A2 MAP4K4 MCM10 MINDY2 MRPL44 MTMR6 MYCN NAMPT NBEA NCOA4 NHS NIPAL1 NR2F2 NUP50 OR51E1 PAFAH1B2 PAK2 PDGFC PFKP PHACTR2 PHC3 PICALM PIGY POLR3F POSTN PPP3CA PRDM1 PRKCE PRMT9 PTEN PTPDC1 PTPRE PYURF QKI QRICH1 RAB39A RBM46 RFX7 RNF111 RORA RSBN1 RTKN2 SELENOS SEMA5A SERPINB10 SFSWAP SKIL SLC44A1 SMIM13 SNIP1 SREK1 TARDBP TBC1D12 TIMM23B TMBIM4 TMEM135 TMEM38B TMEM74 TMTC1 TNFRSF11B TPM3 TRIM5 TRPC1 TRPV3 TSHZ2 TSPAN2 TSPAN7 TTC22 TTC26 TXK UNC5D USP44 UTY VNN2 WNK3 WNT5B YOD1 YPEL5 YTHDF2 ZBTB11 ZC3H8 ZFTA ZNF22 ZNF251 ZNF28 ZNF461 ZNF713 ZNF761 ZNF845 ZNF860 MIR513B_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR513B_5P ABCE1 ABHD17B ACVR2A ADAM28 ADAMTSL1 ADCYAP1 ADGRG6 AGFG1 AGO4 AHI1 AMD1 ANKS1B APOL4 ARFGAP3 ARHGAP42 ARHGAP5 ARID2 ARID4A ARID4B ARNT2 ASPH ATF2 BCL11B BCL2L11 BDNF BLCAP BMF BMPR1A BMT2 BPIFC BPNT2 BSN BTG1 C1orf52 C2orf69 CACNA2D1 CACNB4 CALCR CASQ1 CBLL1 CCDC15 CCL11 CCNYL1 CCPG1 CDK19 CDYL2 CERT1 CHD2 CHMP5 CHN2 CLASP2 CLTC CLVS2 CNKSR2 CNTN1 CNTNAP2 COX7A2 CPEB3 CPNE8 CPSF6 CRMP1 CRTC3 CWC22 CXADR DCAF10 DHRS9 DIPK2A DLC1 DLG3 DLX1 DMD DNAAF4 DNAJA2 DNER DR1 E2F5 E2F6 EBF2 EEA1 EGLN1 EHF EIF1B ELAVL1 EML4 ERBB4 FAM131B FAM135A FBXW2 FEM1C FGFR1OP2 FSTL5 FUT9 GABPA GABPB1 GAPVD1 GATA2 GBP4 GBX2 GCH1 GIMAP4 GMFB GNB4 GPR85 GRID1 GRPR GTF2A1L HAT1 HDX HNRNPK HNRNPU HOXA10 HTR2C HYCC2 IHO1 IKZF2 IMPACT INPP5F INSM1 IRF2 ISOC1 IVNS1ABP JPT1 KCNMA1 KHDRBS3 KIF2A KL KRTAP22-2 KRTAP9-9 LEMD3 LHFPL2 LHX8 LIN28B LIPI LRIG2 LRRC2 LRRC58 LURAP1 LYZL4 MAN1A1 MAP3K20 MDH1 MED26 MED6 MESP1 METAP1 METTL15 MGAT4A MKLN1 MND1 MOSPD1 MRPL19 MSI2 MTCL1 MTDH NAV3 NCOR1 NECAB2 NEGR1 NEK7 NEXMIF NHS NIN NKRF P3R3URF-PIK3R3 PAK1 PAPPA2 PDE10A PDE12 PDS5B PGRMC1 PIK3R3 PKD1L1 PKIA PPARGC1B PPM1E PPP1R14C PPP1R3E PPP2R3A PPP4R3A PRDM16 PRPF39 PSD3 PTGS2 PTPN14 PTPN4 PTPRK PTPRR RABGEF1 RALGPS1 RASGRP2 RBM27 RCOR1 REV1 RHOA RMND5A RNF20 RNGTT RP2 RYBP S100PBP SALL2 SCML4 SCN5A SEL1L SENP7 SF3A1 SH3BGRL2 SH3GLB1 SHPRH SLC10A7 SLC17A6 SLC18A2 SLC38A1 SLC39A9 SLC49A4 SLITRK4 SLX4 SMIM13 SNAP25 SNRPF SNRPN SNURF SNX2 SNX25 SOS1 SOX6 SPATA2 SPRY2 SPRYD7 SPTLC2 SRSF4 SSR3 STAG1 STON1-GTF2A1L SV2B SYNPO2L SYT4 TBCEL TBL1XR1 TBX3 TCEAL9 TCF7L2 TENT5A TET2 TFAP2A TIMM8A TLE1 TMCC1 TMEM192 TMEM196 TMEM39A TMEM64 TNFRSF19 TNKS2 TNPO2 TOGARAM1 TOMM20 TRAF3 TRAPPC10 TRIB2 TRUB1 TSPAN7 TTC3 U2SURP UCHL3 URI1 USP21 USP25 USP44 USP51 VAPA VEGFC VEGFD VHL WEE1 WWC3 WWTR1 XIAP ZBTB41 ZBTB43 ZDHHC14 ZEB2 ZFHX4 ZFP36L2 ZIC2 ZIC3 ZNF419 ZNF512 ZNF704 ZNF736 ZYG11B ZZZ3 MIR513C_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR513C_5P ABL2 ABLIM1 ADAM9 AGO1 AGXT2 ALG13 ANGPT2 ANKS1B AP1AR ARMC8 ARPC5L ATP11B ATP6V0A2 BCKDHB BCLAF1 BRCA2 BRI3 BRWD1 BTG3 CBR4 CCDC47 CCSER2 CKAP2 CLDN22 CLEC1A CLIC4 CNTNAP2 COMMD2 COMMD4 DAPP1 DBP DLX1 DNAJC15 DVL3 EIF2AK1 FBXO45 FCF1 FGF21 FOLR1 GABRB3 GASK1B GMFB GNG2 GON7 GPATCH2 GPM6B GPR137B GPR158 GPRIN3 GXYLT1 HMBOX1 HNRNPR HYLS1 IBTK IGF2BP1 INTS5 IPCEF1 IRF2BP1 ITPR2 KATNBL1 KCNAB1 KCNQ3 KCTD12 KLHL11 KLHL20 KRTAP2-3 KSR2 LMAN1 LRATD2 LRBA LSM2 LTBP1 MAP3K2 MARCHF3 MAT2B MCTP2 MET MINDY2 MPZL1 MRPL44 MTMR4 NAA50 NBEA NCK2 NCOA3 NDUFA4 NECAB1 NFIA NFYB NIPAL4 NUFIP2 PDE3B PEX12 PHTF2 PI4K2B PLEKHA3 PLEKHH2 PLXDC2 POGLUT1 PPP1R9A PPP4R3A PPTC7 PRDM16 PRKAA2 PTER PTGES3 PTGR2 PTPN4 PTRH2 RABGAP1L RAI14 RASGEF1A RBM39 RC3H1 RCN1 RFX3 RNFT2 RNMT RREB1 RUNDC3B SAMD8 SBSPON SEPSECS SEZ6L SHROOM3 SIKE1 SIPA1L3 SIRPB1 SKIL SLC26A9 SLC30A8 SLC36A4 SLTM SMAD4 SRGAP2 SRR STAMBP SYN1 SYTL2 TADA2B THPO TIFA TIPRL TM6SF1 TMEM123 TMEM33 TMEM64 TOB1 TRAM1 TRIM37 TRMT6 UACA UBE2K UBE3A UBR4 UPF2 VAMP1 VCPIP1 VGLL3 YTHDC2 ZBTB20 ZFP69 ZKSCAN2 ZNF100 ZNF264 ZNF273 ZNF283 ZNF318 ZNF680 ZNF711 ZNF730 ZNF90 ZNHIT6 ZYG11B MIR514A_3P_MIR514B_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR514A_3P_MIR514B_3P ADGRL4 AFDN AFF4 AGO4 ANO5 ARHGEF9 ATP8B1 AVIL BAALC BBIP1 BCAP29 BTBD1 C20orf203 C7 CABLES1 CAPSL CARMIL1 CD200R1 CENPC CHD7 CLGN COL2A1 CUL2 DCAF10 DCLK3 DEFB132 DLK1 ECE1 EGFR EML6 ERC1 ETNPPL FAM117A FAM8A1 FHAD1 FNTB GTF3C4 GUF1 GULP1 HECTD2 HELZ HIPK3 ITCH JAK1 JAM2 KCTD1 KHDRBS1 LPAR4 LRAT MBTD1 MS4A3 MVB12A NCOA7 NEXMIF NFIB NPAS3 NRXN3 PCCA PCNP PEG3 PIK3C2B PPIL4 PPP1R12A PPP2R1A PRKD1 PSMA2 PTEN PTPRG QSER1 RAB3A RABEP1 RBM27 RBX1 REPS2 RFT1 RNF19B SCN3A SESN3 SLC35D3 SNIP1 SPDYA SPO11 SPRY4 SRGAP1 SSH1 STAM2 STARD7 SUCLG2 SVIL SYT11 TAC1 TBCA TCF12 TMEM50A TMEM68 TMX4 TPR TSPAN9 USP27X VCPIP1 VGLL3 ZFHX3 ZNF257 ZNF282 ZNF350 ZNF474 ZNF675 ZNF800 MIR514A_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR514A_5P ACADSB ADAM29 ARNT2 ASB9 BCL2A1 BRD3 BSDC1 CACNA1E CAMTA1 CARF CDC27 CELF5 CHCHD4 CLIP3 CSDE1 DNMT3A ELAVL1 EML2 FAM53A HSPB7 IL17A ILF2 ITPRID1 KCNB1 KIAA0232 KIAA1671 KLF14 KRT26 MBTPS2 MIS18BP1 MMP1 MYO3B NEFL NLK NR4A3 NRAS PLAC8 PNMA5 POU3F2 PRKAA1 PRKAR1A PRKCB PRKG2 PROS1 PTPN11 SIAE SLAIN2 SLC22A3 SLC45A3 SLC9A6 SMURF2 SOX9 STOX2 TCEAL7 TCF21 TDRD15 TLN1 TMEM132D TMEM167A TRIM34 TRIM6-TRIM34 TRIM66 UBE2D1 USP15 YIPF6 ZFAND5 ZMYND11 ZNF569 MIR514B_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR514B_5P ABL2 ABLIM1 ACER1 ADAM9 AGO1 AGXT2 ALG13 ANGPT2 ANKS1B AP1AR ARMC8 ARPC5L ATP11B ATP6V0A2 BCKDHB BCLAF1 BRCA2 BRI3 BRWD1 BTG3 CBR4 CCDC47 CCSER2 CKAP2 CLDN22 CLEC1A CLIC4 CNTNAP2 COMMD2 COMMD4 DAPP1 DBP DLX1 DNAJC15 DVL3 EIF2AK1 FBXO45 FCF1 FGF21 FOLR1 GABRB3 GASK1B GMFB GNG2 GON7 GPATCH2 GPM6B GPR137B GPR158 GPRIN3 GXYLT1 HEPHL1 HMBOX1 HNRNPR HYLS1 IBTK IGF2BP1 INTS5 IPCEF1 IRF2BP1 ITPR2 KATNBL1 KCNAB1 KCNQ3 KCTD12 KLHL11 KLHL20 KRTAP2-3 KSR2 LRATD2 LRBA LSM2 LTBP1 MAP3K2 MARCHF3 MAT2B MCTP2 MET MINDY2 MPZL1 MRPL44 MTMR4 NAA50 NBEA NCK2 NCOA3 NDUFA4 NECAB1 NFIA NFYB NIPAL4 NUFIP2 PDE3B PEX12 PHTF2 PI4K2B PLEKHA3 PLEKHH2 PLXDC2 POGLUT1 PPP1R9A PPP4R3A PPTC7 PRDM16 PRKAA2 PTER PTGR2 PTPN4 PTRH2 RABGAP1L RAI14 RASGEF1A RBM39 RC3H1 RCN1 RFX3 RNF41 RNFT2 RNMT RREB1 RUNDC3B SAMD8 SBSPON SEPSECS SEZ6L SHROOM3 SIKE1 SIPA1L3 SIRPB1 SKIL SLC26A9 SLC30A8 SLC36A4 SLTM SMAD4 SRGAP2 SRR STAMBP STK40 SYN1 SYPL1 SYTL2 TADA2B THPO TIFA TIPRL TM6SF1 TMEM123 TMEM33 TMEM64 TOB1 TRAM1 TRIM37 TRMT6 UACA UBE2K UBE3A UBR4 UPF2 VAMP1 VCPIP1 VGLL3 YTHDC2 ZBTB20 ZFP69 ZKSCAN2 ZNF100 ZNF264 ZNF273 ZNF283 ZNF318 ZNF680 ZNF711 ZNF730 ZNF90 ZNHIT6 ZYG11B MIR515_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR515_3P AADAC AGO1 ATG14 BAZ1B BCL11B BICD2 BNIP5 C5AR2 CACNA1D CBLL1 CLOCK CSRNP3 CYB561D1 DAZAP2 DCUN1D3 DLG2 DLL1 DOCK4 DPYSL5 EPHA7 FAT2 FEZF1 GABBR2 GDAP1 GGCX IGSF10 ITPRID2 KCNJ13 KIAA1549L LRP8 MAPK6 MCF2L MTRF1L NPAS2 NR1D2 NR4A2 PAFAH1B1 PAFAH1B2 PAPOLB PFN2 PLBD1 PPP1R7 PRAMEF17 PRICKLE3 PTPN4 PTPRG RNF11 SETD3 ST6GAL2 SYT1 TBC1D17 TBC1D2 TBC1D3 TBC1D3H TENM3 TLN2 TOB1 TRAK1 URI1 USH2A WAC YPEL4 ZNF213 ZNF280B ZNF513 ZNRF3 ZSWIM6 MIR515_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR515_5P ABCC11 ACVR2B ADARB1 AFF2 AFF4 AGPAT3 AJAP1 ALG9 ANKRD30A AP3S1 API5 APLP2 ARMC1 ARPP21 ASPH ATAD2B ATP10B AUTS2 BAG1 BCL9 BEND7 BIN3 BMP8B BMPR1B BMS1 BORA C6 C7orf25 CA4 CAB39 CACNA1A CACNB3 CADM2 CAMKK1 CASP10 CASP9 CCDC141 CCDC186 CCDC198 CCDC43 CCN1 CDC42EP4 CDH11 CDH26 CDK14 CEMIP2 CERT1 CHMP3 CHSY1 CLCF1 CLIC6 CLNK CLOCK CNOT6L COA5 COL14A1 COPS8 CPEB2 CREB5 CREBL2 CREBZF CSNK1G1 CSRNP1 DCLK3 DENND4A DIXDC1 DLGAP5 DOCK3 DTD1 DUSP3 DYM EBF3 EBF4 EDN3 EEF2KMT EEIG2 EHMT1 ELAVL2 ELK4 EPN2 ERCC6 ETV1 FAM135B FAM199X FBN3 FBXO45 FGFR2 FOXE1 FRMD4B FRS2 FSHB FURIN FUT9 G3BP2 GATAD2B GCNT2 GLIS3 GLRX GNA12 GNB4 GNPDA2 GOLGA7 GPR161 GPT2 GRIA1 GTF2E1 HEY2 HIP1R HOXC10 HS3ST3B1 HSPA12A IL6 IL6R ILDR2 ISL1 ITGA8 ITGB8 ITPKB ITPRIP ITSN1 IWS1 KCNA4 KCND2 KCNH5 KLF6 LCOR LDHC LIN7A LMOD1 LONRF2 LPCAT1 LPCAT3 LPGAT1 LRRC10B LRRC28 LRRC32 LRRN2 LTBP1 MADCAM1 MAGEA11 MAPRE1 MARCHF6 MARCKS MATR3 MBNL3 MCCC1 ME1 METTL9 MIB1 MLXIP MPP1 MSTN MTF2 MTHFD1L NAF1 NAV1 NAV2 NDUFAF5 NEK9 NEXMIF NFIB NIF3L1 NNT NOTCH2 NOVA2 NPY1R NR1D2 NR3C1 NRAS NT5C2 NXPE4 NYNRIN OGFRL1 OSTC OTUD1 P4HA2 PAQR8 PASK PAX5 PDE3B PDGFRA PHACTR2 PHC3 PI15 PIKFYVE PLAAT5 PLAGL2 PLCL2 PLEKHA1 PLEKHG7 POGK POLR2D POU2F1 PPP2R2A PROX1 PRR3 PSMC4 PTPRB PTPRM PUM1 QKI RAB3IP RAB8A RAB9A RANBP3L RAP2B RASSF3 RBM43 RERE RFX8 RGS17 RMDN2 RNF103-CHMP3 RNF144B RPP14 RSBN1 RSL24D1 RTF1 SCN8A SEMA3E SEZ6L SGCZ SH3TC2 SLC25A5 SLC27A6 SLC35A3 SLC39A2 SLC4A7 SLC5A12 SLC9A2 SLITRK5 SLTM SMARCD1 SPECC1 SPEN SPOPL SRD5A3 ST8SIA1 STX6 SUDS3 SUMO2 TAL2 TC2N TCEA3 TENM1 TENT4A TFCP2L1 TGFBR2 THSD7B TIPRL TMEM164 TMEM241 TMEM41B TMEM45A TMPRSS11E TNFAIP8L1 TOP3A TPM3 TRIM39 TSC22D1 UBASH3B UBE2B UBE2H UBE2K UBE2Q2 UBXN4 ULK2 USH2A VCPIP1 VEZF1 VKORC1L1 WIPF2 WNT3 XPR1 YWHAG ZBTB10 ZCCHC9 ZFAND4 ZFY ZFYVE21 ZFYVE28 ZNF138 ZNF207 ZNF248 ZNF28 ZNF365 ZNF420 ZNF43 ZNF528 ZNF552 ZNF559 ZNF566 ZNF595 ZNF639 ZNF680 ZNF681 ZNF691 ZNF705A ZNF714 ZNF765 ZNF773 ZNF92 ZNF99 ZNHIT6 MIR516A_3P_MIR516B_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR516A_3P_MIR516B_3P ABCB5 ABHD17A AGO1 ALPK3 ANKFY1 APH1B APOLD1 ARSF ASIC1 ASXL2 ATF7 ATP6V1D B3GNTL1 BAP1 BLCAP CADM2 CBFA2T3 CCDC14 CCDC93 CCNH CDHR3 CEBPG CERS6 CFAP410 CHD2 CHIC1 CHRNA6 CIPC CLASP1 CNOT3 COL6A6 COMMD9 CREB5 CREBRF CRLS1 CSF1 CTCFL CTIF CTLA4 DIAPH1 DLST DPH3P1 DPP6 DTNA DUSP5 ECHDC1 EGFLAM ELL2 ESYT3 F3 FAM120C FCHO2 GAGE1 GALK2 GFOD1 GHR GPM6B GRIA4 GRID2 GRIK3 GXYLT1 HAT1 HCFC1 HEXIM1 HOPX HSF2 IFI27L1 INKA2 ITPRIP JAZF1 JDP2 JMY KCNIP1 KIAA1549 KIF21B KLF5 KLHL3 LBH LIN7A MED23 MEX3B MGAT5 MRPL34 MRPS7 MTX3 MYOC NETO2 NKIRAS2 NKX2-8 NPNT NR2E1 NSF ONECUT2 OSBP2 PABIR3 PANK2 PANX1 PAX3 PCDH7 PCNP PDE1A PEG10 PI4K2A PIAS2 PIAS4 PIP4K2A PLA2G4E PLEKHG7 PLXDC1 PPM1F PPWD1 PRAMEF1 PRAMEF13 PRAMEF14 PRKCA PRPF4B PRR5L PTPRN2 RC3H2 REV1 RHPN2 RIMBP2 RIMS2 RPS3 RSU1 RTEL1 RUNX3 S100B SDK1 SDK2 SEPTIN6 SFMBT1 SFPQ SFT2D2 SH3GL2 SIAH1 SLC23A1 SLC30A4 SLC36A4 SLC6A6 SLCO3A1 SLMAP SOBP SPRED1 SRSF2 STAT4 STK32B SULF1 SYT1 SYT14 SYT4 TCF4 TET3 TFAP2A TMEM164 TNS3 TRABD2B TRIM32 TRMT9B TUB VANGL1 VHL VPS53 WWOX XBP1 YWHAH ZBTB25 ZC2HC1C ZFAND5 ZNF250 ZNF26 ZNF367 ZNF385B ZNF440 ZNF441 ZNG1E MIR516A_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR516A_5P ADSL PIK3R4 RASSF9 RPRD2 TMEM68 TNFSF8 MIR516B_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR516B_5P AAK1 ADD3 ADGRL3 ANO3 APOLD1 ARHGAP5 ARHGEF12 ARMC9 ASB12 ATM B3GAT3 BACE2 BBOX1 BGLAP C11orf98 C15orf32 C1orf68 C7orf57 CAB39 CACNB2 CAPZA1 CARF CD1A CDK6 CELF4 CFAP157 CFAP44 CFLAR CHAF1B CHST11 CNNM3 CNOT2 COPS2 COX18 CTCF DCTD DDAH1 DERL2 DNAJC25 EGLN3 EPC1 ERCC6L2 FAM107A FCER2 FNDC5 FOXO3 FRAS1 FSD2 GABRB2 GET1-SH3BGR GGA3 GGPS1 GIPC3 GJB7 GPR107 GPR3 GRIA2 GXYLT1 GYS1 HSDL2 HTR1B IL17RE ITGA9 KCNN3 KIF4A KLHL15 KNSTRN LBHD1 LEMD2 LHX9 LIN28B MAGI3 MAP7D1 MECP2 MINAR1 MLLT11 MNT MYO1B NAA25 NCAPG2 NFAT5 NME6 NPEPPS OGFOD1 OLFML1 OTULINL PARS2 PCDH7 PJA2 RAPH1 RASSF8 RBM18 RIC3 RNF122 RNF20 SH3BGR SHISA6 SLIT2 SMC2 SOGA3 SP7 SPINK8 SRGAP3 SUGCT SUMO2 SUMO4 SUN2 SYT9 TAFA5 TLX1 TM9SF3 TMEM183A TMEM183BP TMEM240 TOX3 TPCN1 TSPAN12 TSPAN33 UBAP2L UPK1B VEGFA VGLL2 VTI1A WARS1 YY1 ZBTB4 ZFP14 ZNF548 ZNFX1 MIR517A_3P_MIR517B_3P_MIR517C_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR517A_3P_MIR517B_3P_MIR517C_3P CBLN2 CCDC89 CLIC4 DBN1 DGKH FOXJ3 HERPUD2 HOXA5 NFIA NFIB NFIC PHF13 PTK2B SHANK1 SMIM14 TMCC1 TNIP1 VSTM2B ZNF521 MIR517_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR517_5P AKNAD1 ARHGAP11A ARIH1 ATAT1 BMAL2 BRD8 CDC20B CDH26 CHKA CRYM CUL3 DELEC1 DIP2C DLGAP4 DNAJB9 DNAJC27 EOLA1 EPHA5 ERLIN1 F9 FAM199X FAM200B FAS FCGR1A FCGR1BP FEZ2 FGF11 FST GAD2 GCNT1 GIMAP4 GPC6 GTF3C4 ITCH KCTD5 LACC1 LARP7 LILRA2 LRP8 MACIR MAGED1 MAP2 MAP2K4 MAPK9 MDM4 MED26 MRPL17 MTDH MYO5A NHERF1 NPFFR2 P2RY12 PABIR1 PAPPA PGD PID1 PKD2L2 PKNOX1 PLAA PLEKHA3 PODXL PPP1R14C PPP4R4 PTPN9 PTPRC QRSL1 RAP2C RASA2 RND3 RNF14 SDC4 SH3BGRL2 SLC22A4 SLC22A7 SOCS2 SSPN SWI5 TAOK1 TENM1 TNPO2 TRPA1 TSPAN12 UVSSA VPS13B WDR6 WDR83 YPEL1 ZNF124 ZNF398 ZNF449 ZNF716 MIR5186 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5186 ALG11 ARF3 ATXN7 BEST3 BRPF3 C10orf90 CCDC85A CD40LG DNAJC12 EAF1 EMCN EPDR1 FER GGACT GLI3 GLRX GPR173 HDAC9 IMPA2 INSM1 KBTBD4 KCNE2 KCNN3 KLC2 KPNA3 MAP3K21 MYOZ2 NECTIN3 NEXMIF OTUD1 PSMA5 SYT4 TMEM263 TRAPPC3L TTBK2 ZKSCAN7 ZNF704 MIR5187_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5187_3P ABI1 ACBD3 ACP1 ADAM22 ANKRD33B ANKRD34B ARHGEF12 ARHGEF33 ARID4A CBLN2 CCN4 CHMP5 CLOCK CNGB1 COX11 CP CRELD2 DCUN1D5 DDHD2 DIPK2A DMXL1 DMXL2 DOK6 DOLK EAF2 EIF1AD EYA4 FAM110C FBXO11 FSIP1 GIMAP6 GLIPR1 GPATCH2L GSKIP HIPK3 HS3ST5 JCHAIN KCNE5 KCNK2 KIAA0232 KLF3 KSR1 LIFR LIMD1 LYSET MAGEB2 MAGEB4 MBNL2 MED19 MOBP MSRB3 NDEL1 NFKBID NRG1 OAZ1 OGFRL1 OR51E1 OSM PACSIN2 PCDH19 PDCD6IP PGM3 PICALM PPP3R1 PSMC6 PTCD3 PTGES3 RAB27A RIMS2 RNF141 RNF20 SDHC SH3TC2 SLCO3A1 SMIM13 STARD9 STRN SUCO TCF7L1 TGFBR1 TMEM87A TMTC1 TRIM38 TRUB1 TXLNB UBASH3B UBE2R2 UBFD1 UBN2 UBR3 UFM1 VSTM2A XKR4 ZCCHC10 ZDBF2 ZDHHC20 ZNF19 ZSCAN21 ZWINT MIR5187_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5187_5P ADGRL2 ALG8 ALOXE3 AMMECR1L ATRN B9D1 BCAM BCL6 C1QTNF3 CALCOCO1 CAPRIN1 CHRNB2 CHTOP CLCA4 COL2A1 COL5A1 CSDE1 CSMD2 CYP26B1 DCAF8 DIDO1 DIPK1A DPH6 EDNRB EEF2K EEF2KMT EFR3B ENO2 ENSG00000233223 ERBB4 ERC1 FAM131B FAM216B FAM86B1 FAM86C1P FLT3LG FOXN1 FZD3 GCH1 GFAP GLP1R GLT1D1 GNG2 GOT2 GPR158 GRAMD1B GSG1L HAPLN1 HM13 HPS3 HSF2 HYCC2 KATNBL1 KCTD4 KLB KLHL4 KRTAP5-10 KRTAP5-11 LAMTOR1 MAP4K5 MAT2B MID2 MMP25 MOGS MRPS16 MUC21 NBEA NCL NDRG4 NLGN1 NSD3 NUP98 ONECUT2 OPA3 OST4 PBX1 PCSK2 PCYOX1L PPEF1 PPM1D PPP1R15B PTBP3 RAP1GDS1 RASSF3 RBL2 SENP2 SHCBP1 SHISA6 SIDT2 SLAMF7 SLC1A3 SMIM10L1 TBL2 TEAD1 TET1 TIMP2 TLN2 TMED4 TMEM185B TMEM230 TRAPPC2L TTC9 USP49 WDR7 WNT7B XPO1 ZCRB1 ZNF609 MIR5189_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5189_3P ADORA2A ANTXR1 ARMC8 C1orf21 C3orf62 CBFB CLEC12A CNBP CRYZ CTNNA2 DIP2C DSEL EFNB3 EIF5A2 EIF5AL1 FAM117B FCER1G FRAS1 HGF ITGA4 ITPR1 ITPRID2 JAG1 KPNA3 LCE2C MSI2 MSTN MTMR6 NDUFS4 NUDT11 ORAI3 PBX1 PPM1B PRKDC PRRT4 PSMC3IP PTPN4 PTPRJ RAB6B RIN2 RNF41 SECISBP2L SELENOS SLC12A5 SLC18A2 STX4 TGIF2 TMEM38A TP53INP2 TSTD2 UBR5 UGT8 XPR1 YARS1 ZNF488 ZNF827 MIR5189_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5189_5P ABCB8 ACP6 AHI1 AKAP13 ANGPT4 APBB2 APPBP2 AQP2 ARF6 ARNT2 ARRDC3 ATP8A1 BRPF3 BTRC C1orf210 CACNA1I CAV1 CCNT1 CCP110 CEACAM7 CHL1 CKAP4 CMKLR1 CMTR2 COL4A5 CREB5 CRTC1 CXXC4 DAB2IP DCTN5 DDX11 EEF2K EGR3 FAM120C FAM124A FBXL20 FBXO33 FGF14 FMO5 FMOD FOXP1 FOXP4 GAB2 GABRA1 GDNF GIPC3 GPI GPR62 GRK6 GUCD1 HAPSTR1 HIVEP3 HOXA13 IFI35 IFT122 IPO9 JRK KCNB1 KCNK2 KDM2B KPNA6 LARP1 LRRC31 LRRC41 LRRTM3 MARCKSL1 MIER3 MUL1 NAT8L NBPF4 NDOR1 NECTIN1 NF2 NFAM1 NLRP14 NOS1 NPLOC4 NRP1 NUDT19 NUFIP2 NXF1 ORAI2 PADI3 PALM2AKAP2 PDK1 PGAP2 PHF21A PLEKHM1 PLOD1 PODNL1 PPP2R2B PPP3CB PRND PRR14L PSD3 PTEN PTGES3L RAB11FIP3 RARB RBMS2 RC3H1 RD3 RIMS4 RMI1 RORC RPL28 RYBP SAR1A SC5D SEC14L1 SEC63 SIDT1 SIKE1 SLC17A5 SLC22A14 SLC25A12 SLC6A4 SMAD6 SMPD1 SPRTN SPSB4 SRFBP1 SRR SSH2 SUDS3 SYNGR1 TANGO2 TCTN3 TFAP2A TFB1M TMEM127 TMEM41B TPI1 TRABD2B TRMT13 TRPC1 TTC22 TUB WWC2 YAP1 YEATS2 YTHDF1 ZBTB8B ZNF322 ZNF609 ZNHIT6 MIR518A_3P_MIR518B_MIR518C_3P_MIR518D_3P_MIR518F_3P_MIR526A_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR518A_3P_MIR518B_MIR518C_3P_MIR518D_3P_MIR518F_3P_MIR526A_3P ATXN7L3 EGR1 FBXO3 NDUFA4 TEAD3 TSN ZNF281 ZNF282 MIR518A_5P_MIR527 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR518A_5P_MIR527 A1CF ABHD5 ACSL4 ACSL6 ACVR1 ADGRA2 ADGRG2 AEBP2 AGO3 AKIRIN1 AMER2 ANGPTL1 ANK3 ANKRD10 AQP8 ARID4A ARPC2 ATP11C ATP5MG ATXN1 ATXN10 BICD2 BNC2 BTC C18orf25 C1orf21 CA3 CBLN1 CCNK CCNYL1 CDH11 CDHR3 CDR2 CDYL2 CEP350 CFAP300 CGN CHIC2 CLCN3 CNIH4 CNKSR2 CNOT7 CREBRF CRISPLD2 CTBS CXXC4 CYP2E1 CYSLTR1 DCK DCLK1 DCP1A DCUN1D4 DPP10 DSCAM DTX2 ECT2 EDIL3 EFNA5 EGR4 ELFN1 ELFN2 ELK4 ENPP5 ENTPD1 EPB41L1 EPHA5 EZH2 FAM168A FBLN5 FBXO28 FOXN3 FOXO3 FRYL FUNDC1 FYTTD1 FZD4 GBP5 GCOM1 GET1 GNAI3 GOLGA5 GPR158 GPR85 GRM7 GTDC1 GTF2A1 GUCY1A2 HBEGF HDAC2 HIPK3 HNRNPUL1 HOOK3 HTR2C ID2 IL1R1 IMPA1 IMPDH1 INO80D INSYN2A ISM1 JAM2 JRKL KCNA1 KCNA4 KCNIP4 KCTD20 KCTD21 KDM2A KDM7A KLF12 KLHL13 KLK12 KMT5B KPNA4 KRTAP9-3 KRTAP9-4 LAMTOR3 LATS1 LFNG LRATD1 LRP6 LSM11 MACROH2A1 MAFK MAP1LC3B MAP1LC3B2 MAP6D1 MAPK6 MAT2B MCC MCOLN3 MEF2C MIER3 MMP24 MRPL35 MSL2 NAA30 NAALADL2 NANP NECAP2 NFKBIZ NHLRC2 NPEPL1 NPHP3 NR3C2 NSG1 NUP54 NUS1 NWD2 OGDH OTUD1 OTUD4 PALLD PAN2 PARP8 PCBD1 PCDH7 PDCD6IP PDE4D PDGFD PDZRN3 PFKFB4 PFN2 PHF12 PHF6 PIK3R1 PLCB1 PLPPR5 PLXNA2 PNN POLR2M PPP1R15B PREP PRKAR2B PRKX PRUNE2 PSD3 PSMD5 PUS7 QKI RAB8B RACGAP1 RAP1A RARG RBFOX2 RBKS RBMS2 RFC1 RHOB RMND5A RNASEH2B RNF14 RNF38 ROBO1 RORA RPP14 S100G SALL1 SAMD4A SATB2 SEL1L3 SENP1 SENP7 SERINC5 SGK1 SH3D19 SLC22A2 SLC30A7 SLC35A3 SLC35A5 SLC35D1 SLC4A7 SOCS3 SPO11 SPRR2E SREK1IP1 SRSF7 STAG2 STK4 STRN STXBP5L SUPT16H SYNPO2 TARDBP TBX15 TBX4 TCF4 TEAD1 THRB THSD7A TLE4 TMEM106B TMEM123 TMEM135 TMEM163 TNC TNPO1 TNRC6B TNRC6C TRIM23 TRPC3 TUBE1 UBE2A UBE2D2 UBE2G2 ULK1 VAMP4 WASF3 WDR47 WIPI2 WNT3 XKR4 XPR1 ZBTB20 ZBTB46 ZC4H2 ZDHHC21 ZEB2 ZFAND6 ZFHX3 ZMAT3 ZNF521 MIR518C_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR518C_5P ADGRE1 ADGRL1 AFF3 AGBL3 ALCAM AMHR2 ANKRD45 ARID5B ARMH3 BBX BHLHE40 BRCC3 BSN C5orf22 CBLN2 CCDC186 CCR1 CD1E CD34 CD40LG CDH6 CERS6 CFAP68 CHCHD3 CRB1 CSNK2A1 CTNND1 CTSE CYB5D1 CYTH3 DAAM2 DDT DDX52 DESI1 DHRSX DLG2 DNAJB1 DNMT3A DPF2 DSC3 ELAVL1 EPB41L1 EPHB3 ETS1 ETV5 EYA2 EYA3 FAIM2 FAM120C FAM237A FBXO21 FBXW8 FGF11 FHIT FNDC3A FOXM1 FRYL GDAP2 GLB1L GMFB GPD2 GPR15LG GPRC5B GRAP GRM1 GSPT1 GTF3C4 H2BW1 H6PD HDHD2 HERC4 HLA-A HLA-B HLA-C HMGN5 HMGXB4 ICAM1 IQCB1 ITGA5 JKAMP KCNIP2 KDM2A KDM5C KLHL24 KRTAP24-1 LAIR1 LRP2 LRRC10 LRRC19 MAPK1 MARCHF3 MATCAP2 MECP2 METTL25B MGA MICAL2 MIEF1 MRAS MSI2 MTM1 MYO15A MYO1C MYO3B N4BP2L2 NAF1 NALF2 NEMP1 NFATC3 NKD1 NRAS NSL1 NUBPL ODR4 OSMR OTUD1 PALM PARP9 PARS2 PAX7 PCDH9 PEX19 PFN4 PHC3 PLA2G5 PLXNA4 POGZ POU3F2 PPP1R8 PRKAR1A PRSS23 PRX PSME3 PTBP1 PTGS1 PTPN3 RBFOX2 RHOQ RNF8 RPE65 RPL23A RUNDC3B SDK1 SDK2 SGMS1 SH2B3 SLC22A3 SLC24A3 SLC30A4 SLC35B4 SLC38A2 SLC5A12 SMIM7 SMOC2 SMURF2 SPATA5 SPIN3 SRL SRP19 STAU1 STRADA STX16 STX2 SULF1 SYT2 SYT7 TAF12 TAF1B TANC2 TANGO6 TAOK1 TAP2 TFAP2D TGFBI THY1 TMEM273 TMEM70 TMTC2 TNK2 TRABD2B TRMT10A TSPAN18 TWIST1 UBE2R2 UBXN10 USB1 USP2 UVRAG WDHD1 WIF1 ZBTB8A ZFAND5 ZNF212 ZNF268 ZNF343 ZNF385B ZNF396 ZNF80 ZNF839 MIR518D_5P_MIR518F_5P_MIR520C_5P_MIR526A_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR518D_5P_MIR518F_5P_MIR520C_5P_MIR526A_5P ACSM3 ADGRB3 AJUBA AMZ2 ARL2BP BCL2L2 BEND4 C6orf136 CCDC91 CHORDC1 CLK4 CNNM3 CNTLN COX20 CREBRF DCAF10 DLL3 DNM3 ECHDC1 EGLN3 ELOVL6 EWSR1 FAM174B FBXO40 FGF7 FLI1 FLT3 G3BP1 GALNT11 GHSR GIPC3 HIPK1 HMGB3 HMGN1 HOXB9 HYKK JPH4 KCNIP2 KCNJ14 KLF15 LCP1 LHFPL5 LILRA1 LPGAT1 LSM8 MED4 MSH5 NCEH1 NCOA2 NFIA NMT2 NR3C1 NRCAM NUDT4 NXPE3 OSBPL6 PLGLB1 PLGLB2 PPP4R3B PRRC1 PRRC2C PTGES3L PTPN21 RANBP2 RB1CC1 RBM27 RELL1 RP1 SAV1 SCNN1B SEMA6A SFT2D3 SIKE1 SLC25A33 SS18 TBR1 TFRC TMEM170B TMEM65 TMEM87A TRIM10 TRIOBP TXNRD2 USP8 ZCCHC10 ZNF45 ZNF512 ZNF823 ZSWIM6 MIR518E_5P_MIR519A_5P_MIR519B_5P_MIR519C_5P_MIR522_5P_MIR523_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR518E_5P_MIR519A_5P_MIR519B_5P_MIR519C_5P_MIR522_5P_MIR523_5P ACSM3 ADGRB3 AJUBA AMZ2 ARL2BP BCL2L2 BEND4 C6orf136 CCDC91 CHORDC1 CLK4 CNNM3 CNTLN COX20 CREBRF DCAF10 DLL3 DNM3 ECHDC1 EGLN3 ELOVL6 EWSR1 FAM174B FBXO40 FGF7 FLI1 FLT3 G3BP1 GALNT11 GHSR GIPC3 HIPK1 HMGB3 HMGN1 HOXB9 HYKK JPH4 KCNIP2 KCNJ14 KLF15 LCP1 LHFPL5 LILRA1 LPGAT1 LSM8 MED4 MSH5 NCEH1 NCOA2 NFIA NMT2 NRCAM NUDT4 OSBPL6 PLGLB1 PLGLB2 PPP4R3B PRRC1 PRRC2C PTGES3L PTPN21 RB1CC1 RBM27 RELL1 RP1 SAV1 SCNN1B SEMA6A SFT2D3 SIKE1 SLC25A33 SS18 TBR1 TFRC TMEM170B TMEM65 TMEM87A TRIM10 TRIOBP TXNRD2 USP8 ZCCHC10 ZNF45 ZNF512 ZNF823 ZSWIM6 MIR5190 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5190 ABHD6 ADGRG6 AEBP2 AFF2 AGBL3 AHSA2P AKAP6 AKT3 ASXL3 ATP5MC3 B3GNT5 BCKDHB BEND4 CALB1 CBFA2T3 CCDC169-SOHLH2 CD36 CDC42SE2 CECR2 CELSR2 CHEK2 CIT CREBL2 CTDSPL2 CXCL9 CYRIA DCAF12 DCAF7 DCBLD2 DDX23 DGKG DGKI DSG2 DYDC2 DYNC2H1 EMC7 EXTL2 EYS F2R FAM43B FBXO33 FMN1 GABRA6 GABRB2 GBP5 GLCE GPR155 GPR180 GREM1 GRIK2 GSPT2 HAL HPS6 HYCC2 JARID2 KANK2 KAT7 KDM5B KRTAP4-7 LBH LGALSL LIPA LYSMD4 LZTR1 MBNL2 MEIOC MMP1 MMP24 MRPL22 MYO1D MYO3B NAA50 NEK6 OSGIN2 PAIP2 PCDH10 PCDH15 PDE9A PHLPP1 PLEKHA5 PNMA8A PRICKLE2 PSMD11 PTPN5 RAB33B RAPH1 RBM7 RETREG3 RICTOR RNF11 RPA1 RRAGC RRAGD RRAS SDC2 SERPINB8 SLC38A1 SMARCA4 SMC2 SNAP91 SOHLH2 SORL1 SPOCK1 SRGAP1 STRN SVOP TAPT1 TBC1D12 TBC1D8B TBXAS1 TENM3 THAP9 TMEM200A TNFAIP8 TRPC3 TSPAN12 TTBK1 UBE2Z UBP1 UBXN4 VWA5B2 WDR1 WEE1 YWHAE ZEB2 ZFP36L1 ZFR2 ZFX ZKSCAN3 ZKSCAN4 ZNF211 ZNF451 MIR5191 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5191 ADAM28 ALDH7A1 BFAR CDK12 CHGA DCAF17 FLG2 FOXL1 GNB1 GNB4 GSDMA GSG1L IL21 KLHDC8A MAP1B NHLH2 NT5DC1 ODAPH PDPN PPEF2 PRELID2 RBPJL SEPTIN8 SIMC1 STXBP6 TSGA10 VWA8 WFDC8 WWP2 MIR5192 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5192 ABCG4 ABRAXAS2 ARID5B BLMH BLOC1S3 BLOC1S6 BTBD7 C12orf4 C2orf68 CGN CHERP CKMT2 CYP27B1 DNAJC25 EIF4B ENC1 FAM170B FAXC G2E3 GORASP2 GUCY1A1 KDM3B MAPK14 MSI1 MYLK NDUFB3 NR4A3 ORC5 PCDH9 PDPR PDS5A PIRT POPDC2 PROX1 RELA RGS8 SLC13A3 SLC23A1 SMARCD2 SMG7 TPGS2 TRPM3 VWA3A ZNF345 ZNF436 ZNHIT3 ZPBP2 MIR5193 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5193 ABCC12 ACACA ADD1 AFF1 AKIRIN1 ALX4 AMACR AMOTL1 AMZ1 AOC3 AP3S1 ARPC2 ATAD1 ATF6 ATP2B4 ATP6AP1L ATP8B2 BCL2L13 BTBD9 BUB3 C10orf105 C14orf93 C16orf90 C1orf52 C3orf70 CACNA1C CACNG8 CAMK2N1 CBR1 CCDC9B CCNF CCNY CCR5 CD274 CDCA2 CHRM1 DAAM2 DCAF7 DLG3 DLL4 DST DTNA EAPP EFNB3 EHD3 EID1 ELOVL6 EPB41L1 EPHA8 ERCC3 ERG FADS1 FAM167B FOSB GDNF GFAP GJB1 GLB1L2 GLIS3 GLP1R GPD1 GPR107 GPR68 GRAMD1B GRM1 GRM7 HOMER1 HRH1 IFNLR1 IL25 IREB2 JDP2 KCNH5 KCNQ2 KCNQ5 KDM5C LAMP5 LIM2 LRCH1 MAPKAPK2 MATCAP1 MB MBNL2 MGAT5 MICAL3 MIEF2 MKLN1 MRPS35 MTFR1L NAA11 NAA50 NACC2 NAV1 NDOR1 NEDD4L NFAM1 NFATC4 NFIC NLGN1 NLN NUDCD1 NXPH3 NYAP1 OTOR PALM2AKAP2 PCDH15 PCIF1 PDE1A PEA15 PEG10 PEG3 PHF20L1 PIAS3 PID1 PIGR PLCG1 PLCXD2 PLEKHO2 PNMA5 POFUT2 POLR2F PRG2 PRKAG1 PRMT3 PSD3 PTPN3 RAB3GAP2 RAP1GAP2 RASSF1 RELT RFPL4B RGS3 RHOBTB2 RPS9 RXFP3 S1PR3 SCG5 SCN8A SFMBT2 SGO2 SLC22A6 SLC38A5 SLC6A6 SNX18 SOD2 SOX6 SP6 SPANXN1 SPANXN5 SRP19 SSR1 ST3GAL6 STIM1 TASOR TBC1D2B TECPR2 TFE3 THEG5 THSD1 TMEM223 TNRC6B TPM3 UBA3 UBN2 UNC5C UST WNT9B YAF2 ZNF177 ZNF24 ZNF250 ZNF559-ZNF177 ZNF827 MIR5194 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5194 ACTL7A BMF CASP14 CASP2 CD1C CEP20 COMMD9 DDIT4 DHRSX DISC1 DNAI1 DOCK9 ERV3-1 EVC FAM222B FAP FOXP4 GDE1 GOLM2 GVQW3 IGLON5 IL24 KAAG1 KCNQ3 KDM5C KIAA1143 LZTS3 MAPT MEIOSIN MKRN1 NLRP4 NOVA1 PAX9 RAB5B RGMA ST6GALNAC6 SYN1 SYP TEX51 TRIM11 VGF ZC4H2 ZFYVE28 MIR5195_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5195_3P ABCA1 ABCE1 ABHD17B ABHD17C ABR ABRACL ACTB ACTG1 ADAM17 ADAM19 ADAMTS5 ADCYAP1 ADD3 ADI1 ADPGK AGFG1 AKAP12 AKAP9 ALS2 ANGPT2 ANKRD28 AP1G1 AP2B1 APLF ARF6 ARHGAP21 ARHGAP6 ARL5B ARL6IP5 ARPC5 ASAP2 ATP1A2 ATP8A1 ATXN2 BACH2 BCR BICC1 BLTP3A BNIP3 BTG1 C2CD5 CACHD1 CACNA1D CACNB2 CAMK1D CAMK2D CAMKK1 CAMSAP2 CARMIL1 CASZ1 CBFB CCDC148 CCDC25 CCN1 CHAC2 CHP1 CITED2 CLCN2 CLCN3 CNTN4 COL11A1 COL6A5 COMMD5 COMMD9 CORO2B CPNE8 CREB5 CRKL CSMD3 CSRNP2 CTNND1 DAB2 DACH1 DAW1 DDC DENND10 DENND5B DLC1 DLGAP1 DLX6 DNAL1 DOCK9 DUSP6 DYRK1A EAPP EBF1 EBF3 EIF4EBP2 ELK4 ELMO1 EPB41L5 EPHA4 EPS15 ERBB4 ERG ERLIN1 ETNK1 EXOC8 FAM135A FAM174B FKBP3 FLI1 FLNB FLRT3 FOXO1 FSCN1 G3BP1 GABARAPL1 GABARAPL2 GALNT1 GFRA1 GJA3 GLIS1 GLIS3 GMFB GRB10 H2AX HECTD1 HECW2 HELB HEPHL1 HEY1 HIC2 HNRNPH2 HS6ST1 HTATSF1 HTR2A IKZF2 INO80 IPMK ITGB8 ITPR2 IVNS1ABP JPH1 KATNBL1 KCNA4 KCNK1 KCNK9 KDM7A KIF21A KIF3A KLF5 KLHL11 KLHL18 LAMP2 LDLRAD3 LOX LRAT LRRC8B MAGI2 MAP4K4 MBTD1 MDFIC MED13 MEST MKX MOSMO MPZL2 MRTFB MTF1 MYCN MYO5A MYO6 MYRF MYSM1 NAA15 NAA30 NAA40 NAP1L1 NAV3 NDFIP2 NDUFA4 NECTIN3 NEDD9 NEGR1 NET1 NFIA NINL NR4A2 NRAS NSUN4 NTN4 NUAK1 NUFIP2 OGT OSBPL1A OTOR PALS1 PAN2 PCBP4 PCSK5 PDCD4 PHACTR2 PLA2R1 PLCE1 PLCL2 PLXNA2 PMP22 POTEM PPP3CA PPP4R2 PRDM1 PRDM2 PRKD3 PSAT1 PSD3 PTGFR PTPN12 PURA PXN QKI QSER1 RAB11FIP4 RAB14 RAD51B RASA1 RASA2 RASSF2 RBM20 RC3H1 RCBTB1 REV3L RGS7 RIMS1 RIN2 RNF170 RNF186 RNF207 RPL36A-HNRNPH2 RPS6KB1 RREB1 RTKN SAP30L SCN2A SEMA3A SEMA6A SENP2 SERINC5 SET SLC25A36 SLC30A9 SLC38A11 SLC5A6 SLC7A8 SMAD3 SMAD5 SNTB2 SNX27 SNX8 SOX11 SOX9 SPATS2 SPSB4 SRGAP1 SRGAP2 SSH2 ST6GALNAC3 STAM TAGLN2 TAT TBC1D15 TDRD6 TENT2 TENT4B TFEC TGFB2 TGFBR2 TMEM139 TMEM167A TMEM178A TMEM184A TMEM9B TMOD2 TNFRSF11B TPM3 TPM4 TPR TRIM2 TRIO TRPC6 TTC26 TULP4 UBA6 UBE2W UBN2 UBR7 UMODL1 UNC119B USP31 USP32 USP37 USP46 UXS1 VASN VPS26A VWA5A WDR33 XRN1 YES1 YTHDC1 YTHDF2 ZBTB10 ZBTB20 ZBTB33 ZBTB6 ZFHX4 ZFYVE9 ZMYM5 ZNF521 ZNF543 ZNF626 MIR5195_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5195_5P ABTB3 ADGRF2 ADRB2 ARHGEF33 BTNL8 CAMLG CHRNA9 DLD E2F8 KCNJ1 LONP2 MTF2 MYF6 NCOA3 NUDT4 POLR2A PRRC2C PTPN13 SBDS TNPO1 MIR5196_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5196_3P ADGRF1 ATXN7L3B BAGE2 BBS1 BEST2 BRMS1L BRWD1 C3AR1 CALHM1 CBX5 CCNG2 CENPO CEP68 CFAP91 CHRM5 CLVS2 CNGB3 COL4A4 CTAGE1 DIPK2A ENKUR EOLA1 EXOC6B FAM229B FRMD4B GABRA6 GAL3ST3 GLRX2 GPRASP1 GRIA1 HSPH1 KCNJ3 KIF26B KLF12 LIF LSM8 MAP2K1 MDM4 MED13 MFAP3L MMP20 NCS1 NECAP1 OTOGL PCDH17 PLA2G3 PPP1R9A RAD50 RBM41 RCAN3 RND2 RNF168 RNFT1 SMAP2 SNX21 SP1 SPANXN1 SPANXN5 SPRY2 TICAM2 TMED7-TICAM2 TMEM67 TPD52L3 USP38 VCL VDAC2 VSTM4 WDR18 ZDHHC5 ZNF280D ZNF84 MIR5196_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5196_5P AAK1 AAMP ADCY1 ADRA1A ADRB3 AFAP1 AGO1 AHCYL2 AMMECR1 ANKRD44 ANKRD45 ANKRD52 AP2M1 APBA1 ARID4A ATP1B2 ATP2A1 ATP2B4 ATP8A2 ATXN7L3 BAZ2A BCL9 BEND3 BTRC C11orf68 C2orf49 CACNA1E CAPZA1 CASQ1 CASTOR2 CBX7 CCDC157 CCDC97 CCNT1 CD1C CD22 CDC42 CDK4 CEACAM1 CELSR2 CFAP61 CFAP70 CFL1 CHRNB4 CLMN CORO2B CPSF7 CREB3L1 CRY2 CSNK1G1 CSTB CSTF2T CTDSP2 DDX54 DGKK DHX58 DISC1 DKK3 DLK1 DNAAF11 DOK3 DRD4 DUSP10 EFHC1 ELF2 ELFN2 EPHA5 EPHB2 ESRRG FAM20B FAM3C FBXL20 FBXO11 FBXO41 FBXO42 FBXW11 FGF12 FKBP5 FMOD FOSL2 GAB2 GAL3ST3 GAPDHS GDA GJB1 GLG1 GLT6D1 GLYR1 GNAO1 GPER1 GSG1L GTPBP3 HCLS1 HDAC1 HDDC3 HEYL HIP1 HIPK1 HLA-E HMGA1 HOXC13 HOXD11 HPS4 HSPA12A HTR1B IFI44L IGF1R IKZF3 ILRUN IQSEC3 IRF2 ITGA11 JPH4 KAT7 KCNB1 KCNG3 KCNG4 KCNN3 KDM7A KLK5 KMT5B KPNA6 KREMEN1 KRTAP4-8 LAMC1 LASP1 LCE2A LINGO1 LSM5 LUZP1 LY6G6C LZTS1 MAP3K9 MBD6 MBNL3 MBOAT2 MECP2 MEF2D MICAL2 MMP15 MOSMO MPZL2 MSC MTF1 MTHFSD MYADM MYD88 MYO1D MYO9A NAV2 NCSTN NDE1 NDUFA10 NFIA NIPAL4 NKD1 NKX3-1 NRF1 NTRK2 ODF1 OTOF OTP P3R3URF-PIK3R3 PAAF1 PACS1 PARP14 PATL1 PATZ1 PAXX PDPR PEAK1 PGAP4 PHF1 PHF21A PHF24 PHKA1 PIANP PIK3R3 PLEKHS1 PLIN4 PLSCR3 PNKD POGZ POU2AF1 PRDM1 PRKAG1 PRKD3 PSME3 PURG PXYLP1 PYM1 RAB3C RAD1 RAP1A RB1CC1 RBM22 RD3 RELL2 RIMS4 RNASE1 RNF122 ROCK2 RPRD1B RUFY2 RXRB SAMD4B SCAMP5 SCRN1 SDK1 SGPL1 SHANK1 SHISA6 SHROOM4 SIX1 SLC17A7 SLC19A2 SLC25A22 SLC37A2 SLC3A2 SLC6A11 SLC7A8 SLC8A1 SLC9A5 SMAP2 SMARCC1 SMARCC2 SMARCD1 SMURF1 SOGA1 SON SORT1 SPATA31D4 SPHKAP SPRY4 SPTB SRF SRPK1 SRRD SRSF10 ST3GAL2 STAG1 STEAP4 STIM1 SUSD6 SZRD1 TAF4 TAL1 TAOK3 TBC1D13 TEAD1 TFPI THAP11 TIAM1 TM9SF1 TMEM178B TMEM253 TNF TNFAIP8L2 TNFSF8 TNKS1BP1 TNPO2 TPM4 TRAM2 TRDMT1 TRIM27 UBAP1 UBR2 UBTF UCP2 VCL VPS37C VPS53 WDR82 WDTC1 WNT9B XKR4 XYLT1 YWHAE ZBTB20 ZDHHC5 ZER1 ZFP3 ZFYVE26 ZIC1 ZMYND11 ZNF319 ZNF385A ZNF444 ZNRF1 MIR5197_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5197_3P AFF4 AGMO AGPAT3 ALB ANXA10 ARHGAP42 ARHGEF38 ARL15 ARL8B ATF2 ATP11B AZI2 BACH2 BCOR BLCAP BRPF3 C12orf29 C9 CARMIL1 CCDC50 CCL3L1 CCSAP CDK19 CDR2L CIPC CLCN5 CLMP CNGB3 CNOT6 CNTF COPA CPNE8 CUL3 DIXDC1 DMBX1 DNAJC16 DOCK1 EEA1 EFNA4 EHMT1 ELF1 ELOC EPC1 EPHA5 ERC1 ETS1 FAM107B FAM9C FBXW2 FRZB FUT9 FZD4 G2E3 GABRB3 GDAP2 GFM2 GUCY1A2 HELZ HINT1 HOOK3 HTR1A HTR2A ICMT IKZF4 ING2 INO80D IRF6 ISLR ITK JPH4 KAAG1 KCNB1 KCNE1 KCNIP2 KCNMA1 KCNQ3 KCNS1 KIAA0232 LHX9 LINGO1 LMTK2 LRBA LRP6 LZIC MAOB MAP3K9 MARK1 MBNL3 MECP2 MITD1 MMD MMP1 MOB1A NDEL1 NEUROD1 NISCH NME6 NOTCH2 NOXRED1 NQO1 NSRP1 NTRK2 NTS NUP50 OBSL1 ONECUT2 PABIR3 PARP11 PBX1 PCDH17 PCDHB5 PDE10A PICALM PIEZO2 PIGR PITPNB POU2F2 PPP1R3B PPP4R2 PRKDC PSMC2 PSMD11 PTPRQ QSOX2 R3HDM2 RAB3IP RAD54L2 RBM4B RCOR3 RCSD1 REEP3 RFC3 RIGI RPH3A RSBN1 RUFY3 SELENOP SEMA3C SFTA3 SH3TC2 SIX3 SLC13A1 SLC16A9 SLC22A23 SLC25A21 SLC25A31 SLC25A53 SLC35D1 SLC35E3 SLC4A8 SLC66A3 SLC6A15 SLC9A7 SLITRK5 SLK SOCS4 SOS1 SOX12 SPDYE1 SPDYE3 SPDYE5 SPDYE6 SPRY3 SRGAP2B SRGAP2C SSH1 STON2 SYNGAP1 TBC1D23 TBR1 THBS1 TIMM23 TIMP3 TLR3 TMEM116 TMEM267 TNRC6B TRAF3 TREM1 TRIB2 TRMT10C TYRP1 U2SURP UBE2QL1 UBE3C UGGT1 USB1 VAT1L VAX1 VPS50 VWC2 WDR26 WFDC8 ZBTB20 ZDHHC2 ZHX1 ZNF706 ZRANB3 ZSCAN23 MIR5197_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5197_5P A1CF ABHD12B ABRAXAS2 ADAM17 ADGRG6 ANKRD28 ANO6 AP3M1 ARHGEF37 ARPP19 ASXL3 ATF2 ATF6 ATL2 ATP8A1 BACH2 BICC1 BNIP3L BOLA2-SMG1P6 BRWD3 BTBD3 BVES C19orf12 CACNA1E CALN1 CAMTA2 CCDC15 CCDC169 CCDC190 CELSR1 CHMP2B CHSY1 CILK1 CILP CLCN3 CLDND1 CLOCK CMPK1 CNOT6L COL1A2 CSAD CSNK1G1 CSTF1 CTDSPL2 CTNNA2 DAAM1 DCAF6 DCLRE1B DCX DIP2B DLG2 DMD EMB EPHA4 EPHA7 ERP44 EXOC5 FAM120A FBN1 FBXO8 FNDC3A FOXN2 FRMD3 G6PD GABRB2 GARRE1 GCC1 GJB2 GLS GPAT4 GPC6 GRID2 GTF3C4 GUCY1A1 HOXA11 HOXA5 HS6ST2 ICA1 IFT81 IL1A INTS6 IREB2 ITGB1 JADE2 KCNJ14 KCNK10 KCTD21 KLF4 KMT2C LBR LIMS1 LRCH1 LUZP1 LYVE1 MAGED2 MAGI2 MAP3K13 MAP3K4 MAPK4 MAPK8IP1 MATN3 MBNL1 MGAT4A MSANTD2 MTARC1 MYC NALF2 NAPEPLD NAV1 NAV3 NBEA NDFIP1 NFAT5 NKX2-4 ODAD4 PABIR2 PCYOX1 PDE8A PHACTR2 PHKB PHLDB2 PIGP PKP4 PLAG1 POU3F3 PPHLN1 PRKAA1 PROX1 PSAT1 PSME4 PTPRG PTPRZ1 RDX REPS2 RNF208 RPAP3 SAMD4A SAP18 SCUBE3 SEC31A SFPQ SHOC2 SKAP2 SKIDA1 SLC24A2 SLC25A36 SLC35A3 SLC44A1 SLCO3A1 SLITRK1 SLX4IP SORBS1 SOX5 SPARC SRSF10 STC1 STEAP2 STRN TAOK1 TAOK3 TFDP2 TMEM161B TMEM168 TMEM182 TRAM1 TSEN54 TXNL1 UBR3 UNC45B USP10 USP3 VAMP3 VCPIP1 VDAC1 VIPR1 WDFY1 ZBTB11 ZBTB25 ZBTB34 ZC3H4 ZFAND4 ZMYM2 ZNF281 ZNF711 ZNF91 MIR519A_2_5P_MIR520B_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR519A_2_5P_MIR520B_5P ABLIM2 ADAMTS19 ADAMTSL5 ADCY1 ADGRG1 AK2 AKAP9 ALG1 AMMECR1L AMTN AP4S1 APBB2 APELA APOL6 ASH1L ATP6V0A2 ATP6V0D2 BEND4 BRPF3 CASP10 CASZ1 CBX7 CCDC50 CCL22 CD163 CDC14A CDKAL1 CEBPZOS CEP41 CLEC7A CLPX CNNM3 COL12A1 COX15 CPSF7 CRYBG1 CTF1 CUX2 CXXC5 DDX52 DEPDC4 DHX36 DSC2 DUOX2 DUSP10 DUSP19 EBF1 EFCAB2 EFCAB5 ELK4 ERLIN2 ESRP1 EXOC8 EXOSC6 FBXO31 FGD2 FGFRL1 FOXL2NB FRY FUT1 FUT9 FZD3 GALNT15 GATA2 GINS1 GJC1 GK5 GLRX3 GPI GRM6 HCFC1 HES1 HMGA2 HMGB2 HPSE HSD17B13 HSPA12A HYKK IBA57 IFT81 IKZF3 IL12RB1 ING4 IRAK2 IRF6 ITPKB JADE1 JADE2 JAZF1 JCHAIN KBTBD2 KCNIP4 KCNMB2 KLHL24 KLHL5 KRTAP19-6 LDHAL6A LRCH4 LRRC51 LRRN3 LURAP1 MET MICB MIS12 MKX MMGT1 MOB1A MTFMT MYOZ2 NCMAP NEK4 NTNG2 NYNRIN ORAI2 ORC1 PAICS PAPOLG PAQR5 PARD6B PCBD2 PCDH11X PCDH11Y PCDHB11 PDK3 PDXDC1 PDZD8 PGAP1 PIGR PIWIL4 PLCXD1 PNO1 POLR3C PPHLN1 PRDM16 PROM2 PSMD9 PTGR3 PUS7 RAB11B RAD1 RASAL1 RBM8A RFT1 RIN2 RNF148 RPL15 RPS20 SCOC SERAC1 SF3B3 SHANK2 SHISA2 SIN3A SLC11A2 SLC25A15 SLC4A8 SLC5A5 SLC6A1 SMIM3 SNRPD3 SOST SOX6 SPATA31A1 SPATA31A3 SPATA31A5 SPATA31A6 SPATA31A7 SPN SRPX STARD4 SULT1E1 SYS1 SYT1 TATDN3 TBC1D9 TCF24 TENM3 TGS1 TIMM50 TMED7 TMEM236 TMEM248 TNFRSF19 TOR1AIP2 TP53BP2 TPMT TRAF3IP2 TRIB1 TRIQK TTC14 TTC30B TXLNG UMPS UNC45B USH1G USP28 VEZF1 WIZ YIPF5 YPEL5 ZC3HAV1L ZEB2 ZFX ZNF195 ZNF250 ZNF326 ZNF454 ZNF479 ZNF619 ZNF638 ZNF678 ZNF850 ZNF99 MIR519A_3P_MIR519B_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR519A_3P_MIR519B_3P AAK1 ABHD3 ABL2 ABRAXAS2 ACSL4 ACTL6A ACVR1 ADIPOR2 AFG1L AGO1 ANKFY1 ANKIB1 ANKRD13C ANKRD29 APCDD1 ARAP2 ARHGAP1 ARHGAP12 ARHGAP24 ARHGAP29 ARHGEF11 ARID4A ARID4B ARX ASXL2 ATG16L1 ATP12A ATP2C1 ATP6V1C1 ATXN1L ATXN7L1 BAG5 BCO1 BECN1 BICD2 BLCAP BMPR2 BMT2 BNC1 BRWD1 BTBD10 BTBD7 BTF3L4 BTG3 CAMSAP2 CAPRIN2 CASD1 CBX6 CCDC88A CDADC1 CDC37L1 CDK2 CENPO CEP120 CEP164 CEP97 CFL2 CHD5 CHD9 CHRM2 CIT CLCN3 CMPK1 CNOT4 CNOT6 CNOT7 COA1 CPA3 CPEB1 CPEB3 CR2 CREB1 CREB5 CREBRF CRISPLD1 CRY2 CTSK CUL3 CYP4V2 DCAF8 DCBLD2 DENND10 DIP2A DLG5 DNAJB9 DNAJC16 DNAL1 DPYSL2 DYNC1LI2 E2F1 E2F2 E2F7 EFNA5 EFR3A EIF4E2 EIF4G2 ELK3 EMSY EMX2 ENPP5 ENTPD4 EPHA4 ERBIN ERCC4 EREG ESR1 EZH1 FAM117B FAM169A FAM199X FAM78A FANCM FASTK FBXL17 FBXL5 FBXO48 FBXW11 FCHO2 FIBIN FILIP1L FJX1 FMR1 FOXF2 FOXJ3 FRMD6 FSTL5 FYCO1 FZD6 GAB1 GABRR1 GALNT13 GDA GJA1 GOLGA1 GPR137C GPR158 GRB10 GRIN2A GRM5 GUCY1A1 HABP4 HAS2 HAS3 HBP1 HECA HEG1 HFM1 HIF1A HIF1AN HIVEP2 HMGB3 HNRNPUL1 HOXA3 HPS5 HS3ST5 HSD17B11 HSPA8 HYCC2 IER3IP1 IFNAR2 IGF1 IKZF2 IL1RAP ILF3 INSYN2B INTS6 IQCH IRF2 IRF2BP2 ITCH ITGB4 ITPR1 ITPRIPL2 JAK1 JAKMIP1 KBTBD2 KBTBD8 KCNA1 KCND2 KCNJ10 KCNK10 KDM2A KIF13A KIF23 KLHL20 KLHL28 KMT2A KMT2B KREMEN1 KRT23 L3MBTL3 LAPTM4A LARP4 LATS2 LCLAT1 LDLR LIMA1 LIMK1 LMX1A LPGAT1 LRIG1 LRP4 MAB21L1 MAN1C1 MAP1B MAP3K12 MAP3K2 MAP3K8 MAP3K9 MAP7 MAPK1 MAPK4 MAPRE1 MASTL MBNL1 MBNL3 MDM4 MEX3D MIER3 MIGA2 MOB1B MOSMO MRRF MTMR4 MYBL1 MYLK MYOCD MYRF MYT1L NAA30 NAA50 NABP1 NACC2 NAGK NALF1 NCKAP5 NELL2 NEUROG1 NFIA NFIB NHLH2 NIN NKIRAS1 NMUR2 NPAS2 NR2C2 NRP2 NRSN1 NUFIP2 OTUD7B PAFAH1B1 PARP1 PCDHB4 PDCD1LG2 PDE3B PDZD11 PGM2L1 PHC3 PHF14 PHKA1 PHTF2 PIGA PIGS PIK3AP1 PIKFYVE PITPNA PKD2 PLCB1 PLIN2 POLQ PPP1R15B PPP1R3B PPP1R9A PPP6R2 PRDM16 PRDM8 PRKAA1 PROX1 PRR15 PSD PTHLH PTPN4 PXK PXYLP1 R3HDM1 RAB5C RAB8A RACGAP1 RAD51B RAP2C RAPGEF4 RASD1 RASGEF1A RASL11B REPS2 RNF128 RNF216 ROCK2 RORB RPRD2 RPS6KA5 RTN1 RUBCN RUFY2 RXFP1 SACS SALL3 SAMD8 SATB2 SCN2B SCUBE3 SEMA7A SETD5 SFMBT1 SFRP4 SGMS1 SH3PXD2A SKIDA1 SLAIN1 SLC17A6 SLC24A2 SLC35D1 SLC40A1 SMAD5 SMOC1 SMYD2 SNIP1 SNRK SNX5 SOBP SOCS6 SON SORL1 SOS1 SPOPL SPTY2D1 SRGAP1 SSH1 STK17B STX12 STX6 STXBP5 STXBP5L SUV39H1 SYDE2 TAFA1 TANC2 TAOK1 TAPT1 TCIM TESK2 TEX2 TFAP4 TFCP2L1 TGFBR2 TIPARP TLX1 TMEM168 TMEM170B TMEM50B TMEM64 TMOD2 TNFRSF21 TNKS1BP1 TOPORS TOX3 TP63 TRERF1 TRIP10 TSEN34 TSG101 UBE3A UHRF2 USP28 USP3 USP31 USP32 USP6 UXS1 VASH2 VLDLR WDFY3 WDR20 WDR33 YTHDF2 ZBTB18 ZBTB4 ZBTB5 ZDHHC14 ZFAND4 ZFHX4 ZFP91 ZFYVE9 ZHX2 ZNF217 ZNF236 ZNF250 ZNF367 ZNF652 ZNF704 ZNF711 ZNFX1 ZNRF3 MIR519C_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR519C_3P AAK1 ABHD3 ABL2 ABRAXAS2 ACSL4 ACTL6A ACVR1 ADIPOR2 AFG1L AGO1 ANKFY1 ANKIB1 ANKRD13C ANKRD29 APCDD1 ARAP2 ARHGAP1 ARHGAP12 ARHGAP24 ARHGAP29 ARHGEF11 ARID4A ARID4B ARX ASXL2 ATG16L1 ATP12A ATP2C1 ATP6V1C1 ATXN1L ATXN7L1 BAG5 BCO1 BECN1 BICD2 BLCAP BMPR2 BMT2 BNC1 BRWD1 BTBD10 BTBD7 BTF3L4 BTG3 CAMSAP2 CAPRIN2 CASD1 CBX6 CCDC88A CDADC1 CDC37L1 CDK2 CENPO CEP120 CEP164 CEP97 CFL2 CHD5 CHD9 CHRM2 CIT CLCN3 CMPK1 CNOT4 CNOT6 CNOT7 COA1 CPA3 CPEB1 CPEB3 CR2 CREB1 CREB5 CREBRF CRISPLD1 CRY2 CTSK CUL3 CYP4V2 DCAF8 DCBLD2 DENND10 DIP2A DLG5 DNAJB9 DNAJC16 DNAL1 DPYSL2 DYNC1LI2 E2F1 E2F2 E2F7 EFNA5 EFR3A EIF4E2 EIF4G2 ELK3 EMSY EMX2 ENPP5 ENTPD4 EPHA4 ERBIN ERCC4 EREG ESR1 EZH1 FAM117B FAM169A FAM199X FAM78A FANCM FASTK FBXL17 FBXL5 FBXO48 FBXW11 FCHO2 FIBIN FILIP1L FJX1 FMR1 FOXF2 FOXJ3 FRMD6 FSTL5 FYCO1 FZD6 GAB1 GABRR1 GALNT13 GDA GJA1 GOLGA1 GPR137C GPR158 GRB10 GRIN2A GRM5 GUCY1A1 HABP4 HAS2 HAS3 HBP1 HECA HEG1 HFM1 HIF1A HIF1AN HIVEP2 HMGB3 HNRNPUL1 HOXA3 HPS5 HS3ST5 HSD17B11 HSPA8 HYCC2 IER3IP1 IFNAR2 IGF1 IKZF2 IL1RAP ILF3 INSYN2B INTS6 IQCH IRF2 IRF2BP2 ITCH ITGB4 ITPR1 ITPRIPL2 JAK1 JAKMIP1 KBTBD2 KBTBD8 KCNA1 KCND2 KCNJ10 KCNK10 KDM2A KIF13A KIF23 KLHL20 KLHL28 KMT2A KMT2B KREMEN1 KRT23 L3MBTL3 LAPTM4A LARP4 LATS2 LCLAT1 LDLR LIMA1 LIMK1 LMX1A LPGAT1 LRIG1 LRP4 MAB21L1 MAN1C1 MAP1B MAP3K12 MAP3K2 MAP3K8 MAP3K9 MAP7 MAPK1 MAPK4 MAPRE1 MASTL MBNL1 MBNL3 MDM4 MEX3D MIER3 MIGA2 MOB1B MOSMO MRRF MTMR4 MYBL1 MYLK MYOCD MYRF MYT1L NAA30 NAA50 NABP1 NACC2 NAGK NALF1 NCKAP5 NELL2 NEUROG1 NFIA NFIB NHLH2 NIN NKIRAS1 NMUR2 NPAS2 NR2C2 NRP2 NRSN1 NUFIP2 OTUD7B PAFAH1B1 PARP1 PCDHB4 PDCD1LG2 PDE3B PDZD11 PGM2L1 PHC3 PHF14 PHKA1 PHTF2 PIGA PIGS PIK3AP1 PIKFYVE PITPNA PKD2 PLCB1 PLIN2 POLQ PPP1R15B PPP1R3B PPP1R9A PPP6R2 PRDM16 PRDM8 PRKAA1 PROX1 PRR15 PSD PTHLH PTPN4 PXK PXYLP1 R3HDM1 RAB5C RAB8A RACGAP1 RAD51B RAP2C RAPGEF4 RASD1 RASGEF1A RASL11B REPS2 RNF128 RNF216 ROCK2 RORB RPRD2 RPS6KA5 RTN1 RUBCN RUFY2 RXFP1 SACS SALL3 SAMD8 SATB2 SCN2B SCUBE3 SEMA7A SETD5 SFMBT1 SFRP4 SGMS1 SH3PXD2A SKIDA1 SLAIN1 SLAIN2 SLC17A6 SLC24A2 SLC35D1 SLC40A1 SMAD5 SMOC1 SMYD2 SNIP1 SNRK SNX5 SOBP SOCS6 SON SORL1 SOS1 SPOPL SPTY2D1 SRGAP1 SSH1 STK17B STX12 STX6 STXBP5 STXBP5L SUV39H1 SYDE2 TAFA1 TANC2 TAOK1 TAPT1 TCIM TESK2 TEX2 TFAP4 TFCP2L1 TGFBR2 TIPARP TLX1 TMEM168 TMEM170B TMEM50B TMEM64 TMOD2 TNFRSF21 TNKS1BP1 TOPORS TOX3 TP63 TRERF1 TRIP10 TSEN34 TSG101 UBE3A UHRF2 USP28 USP3 USP31 USP32 USP6 UXS1 VASH2 VLDLR WDFY3 WDR20 WDR33 YTHDF2 ZBTB18 ZBTB4 ZBTB5 ZDHHC14 ZFAND4 ZFHX4 ZFP91 ZFYVE9 ZHX2 ZNF217 ZNF236 ZNF250 ZNF367 ZNF652 ZNF704 ZNF711 ZNFX1 ZNRF3 MIR519D_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR519D_3P AAK1 ABCA1 ABCG4 ABHD2 ABHD5 ABI1 ABL2 ACSL4 ADAM9 ADARB1 AFG1L AGFG1 AGFG2 AGO1 AGTPBP1 AHNAK AKAP11 AKAP13 AKTIP AMER2 ANKFY1 ANKH ANKIB1 ANKRD13C ANKRD17 ANKRD29 ANKRD33B ANKRD50 ANKRD52 ANO6 AP2B1 APCDD1 APP ARHGAP1 ARHGAP12 ARHGAP26 ARHGEF10 ARHGEF11 ARHGEF18 ARHGEF28 ARHGEF3 ARID4A ARID4B ARMC8 ATAD2 ATG16L1 ATG2B ATL3 ATP12A ATXN1L B3GALT2 BAHD1 BBX BCL11B BCL2L11 BEST3 BHLHE41 BICC1 BICD2 BMPR2 BNC2 BNIP2 BRMS1L BRWD1 BTBD10 BTBD7 BTG3 C14orf28 C2CD2 C2orf69 CALD1 CAMTA1 CAPN15 CAPRIN2 CC2D1A CCDC71L CCND1 CCNG2 CD274 CD69 CDC23 CDC37L1 CENPQ CEP120 CEP170 CEP97 CERCAM CFL2 CHD5 CHP2 CHRM2 CLIP4 CLOCK CMKLR1 CMPK1 CMTR2 CNOT4 CNOT6 CNOT6L CNOT7 CNRIP1 CORO2B CREB1 CREB5 CROT CRY2 CRYBG3 CSRNP3 CTSA CTSK CXCL6 CYBRD1 DAB2 DCBLD2 DCUN1D1 DDHD1 DDX5 DENND10 DENND5B DERL2 DNAJB9 DNAJC16 DNAJC27 DNAL1 DOCK4 DPYSL2 DPYSL5 DRD1 DUSP2 DUSP8 DYNC1LI2 E2F1 E2F5 EEIG1 EFCAB14 EGLN3 EGR2 EIF4A2 EIF5A2 ELK3 ELK4 EMSY ENPP5 ENTPD4 ENTREP2 EPHA4 EPHA5 EPHA7 EPS15L1 ERAP1 ERC1 EREG ETV1 EZH1 F3 FAM117B FAM13A FAM13C FAM199X FAM210A FAM219B FAT2 FAT4 FBXL3 FBXL5 FBXO21 FBXO31 FBXO48 FCHO2 FEM1C FGD4 FGD5 FJX1 FLT1 FNBP1L FNDC3B FOXJ3 FOXK2 FRMD6 FRS2 FSD1L FYCO1 FZD3 GAB1 GABBR2 GLIS3 GNB5 GNPDA2 GNS GOLGA1 GOSR1 GPATCH2 GPR137B GPR137C GPR6 GPR63 GRAMD1A GUCY1A1 GXYLT1 HAS2 HAUS8 HBP1 HECTD2 HEG1 HIF1A HLF HPS5 HS3ST5 HSPA8 HTR2A HYCC2 IGSF10 IL1RAP IL6ST IQSEC2 IRF1 IRF9 ISM2 ITGA4 ITGB8 ITPRIPL2 JPT1 KAT2B KATNAL1 KCNB1 KCNJ10 KCNK10 KIAA0513 KIAA1191 KIF23 KIF26B KIF3B KLF11 KLF9 KLHL15 KLHL2 KLHL28 KMT2A KMT2B KMT5B KPNA2 L3MBTL3 LAMA3 LAPTM4A LASP1 LCOR LDLR LDLRAP1 LHX6 LIMA1 LIMK1 LMO3 LPGAT1 LRCH1 LRIG1 LRP8 LRPAP1 LRRC55 LYPD6 LYST LZIC MAGI3 MAP10 MAP3K14 MAP3K2 MAP3K8 MAP3K9 MAP7 MAPK1 MAPK4 MAPRE3 MARCHF8 MASTL MCF2L MCL1 MED12L MEX3D MFAP3L MFN2 MFSD8 MIDN MINK1 MKNK2 MKRN1 MMP24 MOSMO MTF1 MTMR3 MYLIP MYNN MYO5B MYT1L NAA30 NABP1 NACC2 NAGK NANOS1 NAPEPLD NBEA NCKAP5 NCOA3 NDEL1 NEDD4L NEUROG1 NFAT5 NFIB NFIC NHLRC3 NIBAN1 NIN NIPA1 NKIRAS1 NPAS2 NPAT NPLOC4 NR2C1 NR2C2 NRIP3 NTN4 NTNG1 NUP35 OCRL OLFM3 ORMDL3 OSM OSR1 OSTM1 OTUD4 OXR1 P2RX4 PAG1 PAK5 PANX2 PAPOLA PAPOLB PARD6B PBX3 PCDH15 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHAC1 PCDHAC2 PDCD1LG2 PDE3B PDGFRA PDLIM5 PEX5L PFKFB3 PFKP PGBD5 PGM2L1 PHC3 PHIP PIK3R1 PITPNA PKD1 PKD2 PLAG1 PLAGL2 PLEKHA3 PLXDC2 PLXNA1 PPP1R15B PPP1R21 PPP1R3B PPP3R1 PPP6C PRCP PRDM6 PRR14L PRR15 PRR16 PRRG1 PSD PSG3 PTGDR PTHLH PTPDC1 PTPN21 PTPN3 PTPN4 PTPRD PURB PXK RAB10 RAB11FIP1 RAB11FIP5 RAB22A RAB30 RAB5B RAB8B RACGAP1 RAP2C RAPH1 RASD1 RASGRF2 RASL11B RB1CC1 RBBP7 RBL1 RBL2 RCCD1 REEP3 REPS2 REST RETREG2 RETREG3 REV3L RGL1 RGMA RGMB RHOC RLIM RNASEH2B RNF128 RNF6 RNH1 ROCK2 RORA RORC RPS6KA4 RPS6KA5 RPS6KA6 RRAGD RRM2 RSRP1 RUFY2 RUNX3 S1PR1 SACS SALL1 SALL3 SAMD12 SAR1B SCAMP2 SCAMP5 SCN1A SCN2B SEMA4B SEMA7A SEPTIN2 SERF1A SERF1B SERP1 SERTAD2 SESN3 SFMBT1 SGMS1 SH3BP5 SH3PXD2A SIKE1 SLAIN2 SLC16A6 SLC16A9 SLC17A7 SLC22A23 SLC24A2 SLC33A1 SLC40A1 SLC46A3 SLC49A4 SLC4A4 SLC4A8 SLITRK3 SLMAP SMAD4 SMAD5 SMOC1 SMOC2 SNTB2 SNX16 SNX8 SOS1 SOX4 SPOPL SPRED1 SQSTM1 SRCIN1 SRGAP1 SRPK2 SSH1 SSH2 SSX2IP ST3GAL1 ST6GALNAC6 STAT3 STK11 STK17B STK38 STRIP2 STXBP5 STYX SUCO SUSD6 SYTL4 TAFA1 TAGAP TANC1 TAOK1 TAOK3 TBC1D20 TBC1D8B TBC1D9 TENM1 TET1 TET3 TFAM TGFBR2 TGM2 THRA TIAM1 TM2D2 TMBIM6 TMEM100 TMEM127 TMEM138 TMEM167A TMEM168 TMEM265 TMEM64 TMX3 TNFAIP1 TNFRSF21 TNKS1BP1 TNKS2 TOPORS TP73 TPRG1L TRAPPC14 TRDN TRIM3 TRIM36 TRIM37 TRIP10 TRIP11 TRPV6 TSG101 TSPAN9 TXNIP U2SURP UBE2Q2 UBE3C UBXN2A UEVLD ULK1 UNC80 UNK UNKL URI1 USP24 USP28 USP3 USP31 USP32 USP46 USP6 UXS1 VANGL1 VASH2 VLDLR VSX1 WDFY2 WDFY3 WDR37 WFS1 WNK3 XRN1 YOD1 ZBTB18 ZBTB20 ZBTB21 ZBTB33 ZBTB4 ZBTB41 ZBTB7A ZBTB8A ZBTB9 ZC3H12C ZDHHC1 ZDHHC9 ZFAND4 ZFP91 ZFPM2 ZFYVE26 ZFYVE9 ZHX2 ZNF148 ZNF202 ZNF236 ZNF25 ZNF264 ZNF280B ZNF367 ZNF512B ZNF597 ZNF652 ZNF704 ZNF800 ZNF827 ZNFX1 ZSCAN20 ZXDA MIR519D_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR519D_5P ACVR2B AFF2 AFF4 ALG9 ANKRD30A ANKS4B AP3S1 AP4E1 APOL6 ARPC5L ARPP21 ASAH2B ATAD2B ATP6V1G1 ATXN7 ATXN7L3B AUTS2 BLOC1S3 BMPR1B C11orf87 C18orf54 C1orf21 CA4 CAB39 CASP10 CASP9 CCDC177 CCDC186 CCN1 CCNF CDH26 CDK8 CELF1 CEMIP2 CERT1 CHMP3 CILK1 CLCF1 CMTM6 CNBP CNNM2 CNOT6L COA5 COPG2 CPEB2 CR1 CREB5 CREBZF CSRNP1 DCDC2 DCX DDX52 DENND4A DLG2 DLGAP5 DNAJC6 DTD1 DUSP19 EIF3A ELK4 ENTPD1 EOGT EPC2 EPN2 FAM131B FAM135B FAM181A FAM210A FGF12 FGFR2 FHAD1 FPGT FUT1 GAB1 GARIN1A GATAD2B GCSAML GHITM GPR4 GRM5 GSTA4 GTF2E1 HARS2 HAT1 HDAC2 HIF1AN IKZF2 IL6R ILDR2 INO80 IPO8 ISL1 ITGA8 ITSN1 JADE1 JARID2 KDM7A KIF2A KLHL31 LARP4 LCOR LIN7A LMCD1 LPAR4 LPCAT3 LRRC32 MAGEB18 MANSC1 MAP4 MAPRE1 MARCKS MBTD1 MCMDC2 MEF2D METTL9 MLLT10 MLXIP MPP1 MYH1 NAA50 NAV1 NEK9 NFIA NGLY1 NHERF4 NKD1 NOTCH2 NTRK2 NXPE4 OGFRL1 OSTC OTULIN PALB2 PAQR8 PCDHB6 PCNP PDE3B PDE4B PDS5B PGAM5 PGAP1 PI15 PIAS2 PIKFYVE PIP4K2A PITHD1 PLCL2 PLEKHG7 POGK POLI POU2F1 PRADC1 PRDM2 PRELID3B PRKAR1A PRKD3 PTBP3 PTGDR PTGER4 PTPN21 PUM1 QKI RAB2A RAB3IP RAB8A RAP2B RDH11 RHBDL2 RNF103-CHMP3 RNF144B RNF38 RPL32 RPP14 RSL24D1 RTF1 RUNDC3B RWDD4 SCN8A SDAD1 SEPTIN10 SEZ6L SKIDA1 SLC10A6 SLC12A8 SLC25A36 SLC25A5 SLC26A2 SLC27A6 SLC35A5 SLC39A2 SLTM SNAP23 SNAP25 SOD2 SPATS2 SPOPL STRN SYCP2 SYN3 TAB2 TAF12 TBC1D12 TC2N TENM1 TERF2 TIMM23 TMEM242 TPT1 TRUB1 TSPAN2 TTN TUB UBASH3B UBE2Q2 ULK2 USP1 USP10 USP44 VKORC1L1 VPS13B VPS13D WDHD1 WNT3 XIAP ZBTB1 ZFAND5 ZFY ZFYVE28 ZNF154 ZNF207 ZNF385B ZNF528 ZNF592 ZNF639 ZNF677 ZNF84 ZNHIT6 ZSCAN29 ZSCAN30 MIR519E_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR519E_3P AADAC AGO1 ATG14 BAZ1B BCL11B BICD2 BNIP5 C5AR2 CACNA1D CBLL1 CLOCK CSRNP3 CYB561D1 DAZAP2 DCUN1D3 DLG2 DLL1 DOCK4 DPYSL5 EPHA7 FAT2 FEZF1 GABBR2 GDAP1 GGCX IGSF10 ITPRID2 KCNJ13 KIAA1549L LRP8 MAPK6 MCF2L MTRF1L NPAS2 NR1D2 NR4A2 PAFAH1B1 PAFAH1B2 PAPOLB PFN2 PLBD1 PPP1R7 PRAMEF17 PRICKLE3 PTPN4 PTPRG RNF11 SETD3 ST6GAL2 SYT1 TBC1D17 TBC1D2 TBC1D3 TBC1D3H TENM3 TLN2 TOB1 TRAK1 URI1 WAC YPEL4 ZNF213 ZNF280B ZNF513 ZNRF3 ZSWIM6 MIR519E_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR519E_5P ABCC11 ACVR2B ADARB1 AFF2 AFF4 AGPAT3 AJAP1 ALG9 ANKRD30A AP3S1 API5 APLP2 ARMC1 ARPP21 ASPH ATAD2B ATP10B AUTS2 BAG1 BCL9 BEND7 BIN3 BMP8B BMPR1B BMS1 BORA C6 C7orf25 CA4 CAB39 CACNA1A CACNB3 CADM2 CAMKK1 CASP10 CASP9 CCDC141 CCDC186 CCDC198 CCDC43 CCN1 CDC42EP4 CDH11 CDH26 CDK14 CEMIP2 CERT1 CHMP3 CHSY1 CLCF1 CLIC6 CLNK CLOCK CNOT6L COA5 COL14A1 COPS8 CPEB2 CREB5 CREBL2 CREBZF CSNK1G1 CSRNP1 DCLK3 DENND4A DIXDC1 DLGAP5 DOCK3 DTD1 DUSP3 DYM EBF3 EBF4 EDN3 EEF2KMT EEIG2 EHMT1 ELAVL2 ELK4 EPN2 ERCC6 FAM135B FAM199X FBN3 FBXO45 FGFR2 FOXE1 FRMD4B FRS2 FSHB FURIN FUT9 G3BP2 GATAD2B GCNT2 GLIS3 GLRX GNA12 GNB4 GNPDA2 GOLGA7 GPR161 GPT2 GRIA1 GTF2E1 HEY2 HIP1R HOXC10 HS3ST3B1 HSPA12A IL6 IL6R ILDR2 ISL1 ITGA8 ITGB8 ITPKB ITPRIP ITSN1 IWS1 KCNA4 KCND2 KCNH5 KHNYN KLF6 LCOR LDHC LIN7A LMOD1 LONRF2 LPCAT1 LPCAT3 LPGAT1 LRRC10B LRRC28 LRRC32 LRRN2 LTBP1 MADCAM1 MAGEA11 MAPRE1 MARCHF6 MARCKS MATR3 MBNL3 MCCC1 ME1 METTL9 MIB1 MID2 MLXIP MPP1 MSTN MTF2 MTHFD1L NAF1 NAV1 NAV2 NDUFAF5 NEK9 NEXMIF NFIB NIF3L1 NNT NOTCH2 NOVA2 NPY1R NR1D2 NR3C1 NRAS NT5C2 NXPE4 NYNRIN OGFRL1 OSTC OTUD1 P4HA2 PAQR8 PASK PAX5 PDE3B PDGFRA PHACTR2 PHC3 PI15 PIK3R5 PIKFYVE PLAAT5 PLAGL2 PLCL2 PLEKHA1 PLEKHG7 POGK POLI POLR2D POU2F1 PPP2R2A PROX1 PRR3 PSMC4 PTPRB PTPRM PUM1 QKI RAB3IP RAB8A RAB9A RANBP3L RAP2B RASSF3 RBM43 RERE RFX8 RGS17 RMDN2 RNF103-CHMP3 RNF144B RPP14 RSBN1 RSL24D1 RTF1 SCN8A SEMA3E SEZ6L SGCZ SH3TC2 SLC25A5 SLC27A6 SLC35A3 SLC39A2 SLC4A7 SLC5A12 SLC9A2 SLITRK5 SLTM SMARCD1 SPECC1 SPEN SPOPL SRD5A3 ST8SIA1 STX6 SUDS3 SUMO2 TAL2 TC2N TCEA3 TENM1 TENT4A TFCP2L1 TGFBR2 THEMIS THSD7B TIPRL TMEM164 TMEM241 TMEM41B TMEM45A TMPRSS11E TNFAIP8L1 TOP3A TPM3 TRIM39 TSC22D1 UBASH3B UBE2B UBE2H UBE2K UBE2Q2 UBXN4 ULK2 USH2A VCPIP1 VEZF1 VKORC1L1 WIPF2 WNT3 XPR1 YWHAG ZBTB10 ZCCHC9 ZFAND4 ZFY ZFYVE21 ZFYVE28 ZNF138 ZNF207 ZNF248 ZNF28 ZNF365 ZNF420 ZNF43 ZNF528 ZNF552 ZNF559 ZNF566 ZNF595 ZNF639 ZNF680 ZNF681 ZNF691 ZNF705A ZNF714 ZNF765 ZNF773 ZNF92 ZNF99 ZNHIT6 MIR520A_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR520A_3P AAK1 ABHD3 ADAM9 ADAT2 AGO1 ALDH1L2 AMER2 ANKRD13C ANKRD17 ANKRD52 ANO6 APP ARHGAP30 ARHGEF10 ARHGEF17 ARID4A ARID4B ARID5B ARL4C ARMC8 ASAP1 ASF1A ASF1B ATAD2 ATF6B BARX2 BCAP29 BCL11A BCL6 BLCAP BTG1 C2CD2 C2orf69 C6orf15 CAPRIN2 CCNJ CCSAP CDC23 CDCA7 CELF2 CFL2 CLIP4 CMTR2 CNOT6 COG5 CORO2B CPEB1 CREB5 CREBRF CROT CUX1 CUX2 CXCL1 CYB5D2 CYBB CYBRD1 CYP20A1 CYP26B1 DCAF6 DCUN1D1 DCUN1D4 DDHD1 DENND5B DMTF1 DNAI7 DNAJC27 DPP8 DPYSL5 DRD1 DUSP2 DYNC1LI2 E2F2 E2F5 E2F7 EDNRB EIF3M ELAVL2 ELK4 EPHA5 ERCC4 EXOC5 EZH1 FAM168B FAT4 FGD4 FGD5 FMR1 FNDC3A FRMD4A FSTL5 FYCO1 FZD3 FZD6 GALNT3 GDF11 GLCE GLIS3 GNPDA2 GPC6 GPCPD1 GPM6A GPR6 GRM5 GUCA1C GUCY1A1 H2AJ HAUS8 HDAC4 HECTD2 HIF1AN HIPK3 HOOK3 HP1BP3 HS2ST1 IKZF2 INO80D IRF2 IRF2BP2 ISM2 ITGB8 ITPRIPL2 JAZF1 JPT1 KAT2B KDM1B KIAA1522 KIF26B KIF3B KMT5B KPNA2 KREMEN1 LAMA3 LAMP5 LATS2 LCOR LEFTY1 LEFTY2 LHX6 LHX8 LMO3 LRP2 LRP8 LYST MAN1A1 MAP3K14 MAP3K2 MAPK9 MARCHF11 MARCHF5 MBD2 MBNL3 MCC MCL1 MED12L MFAP5 MICA MIER3 MIGA2 MIXL1 MKNK2 MPC1 MSL1 MTF1 MTUS1 MYCN MYLK MYRF NFIA NFIB NFYA NPAS3 NR2C2 NR4A3 NUFIP2 OLFM3 OXR1 PAF1 PAK2 PAK5 PARP8 PDE4D PDE8A PDIK1L PFKP PHACTR4 PHF12 PHF14 PHKA1 PIGM PKD2 PKHD1 PLAG1 PLAGL2 POLQ PPARA PPP6C PRDM4 PRDM8 PRRG1 PSD3 PTGDR PTPN21 PTPRD QRSL1 R3HDM1 RAB11A RAB11FIP1 RAB11FIP5 RAB22A RAB5C RABGAP1 RAD18 RASGEF1A RASSF2 RB1CC1 RBBP9 RBL1 REEP3 RELA RELL1 REST RFX3 RGL1 RGMB RNF216 RNF6 ROCK2 RORA RPS6KA3 RRAGD RSBN1 RSF1 RTN1 RUBCN RUNX2 RYR2 SAMD12 SDC1 SERF1A SERF1B SETBP1 SHCBP1 SKIDA1 SLAIN1 SLAIN2 SLC15A2 SLC16A10 SLC22A23 SLC24A2 SLC33A1 SLC40A1 SMARCC2 SMNDC1 SNRK SNX8 SON SPOP SPRED1 SPTLC2 SRCIN1 SS18L1 SSX2IP ST3GAL1 ST7L SUCO SUV39H1 SUZ12 SYDE1 SYNC SYTL4 TAGAP TANC1 TAPT1 TBC1D2 TBC1D8B TCAIM TET1 TET2 TET3 TFAP4 TGFBR2 TIAM1 TIPARP TMEM100 TMEM123 TMEM170B TMEM64 TMEM86A TMTC2 TMUB2 TNFAIP1 TNKS2 TNRC18 TP53INP1 TRAPPC14 TRIM36 TRIP11 TSEN34 TSHZ3 TWF1 TXNIP UBE2B UBE2J1 UBE2Q2 UNC80 UNKL USP16 USP24 USP46 VDR VLDLR WDR37 YOD1 ZBTB11 ZBTB33 ZBTB41 ZBTB5 ZBTB7A ZC3H13 ZFX ZFYVE26 ZKSCAN1 ZNF362 ZNF367 ZNF385A ZNF532 ZNF75A ZNF800 ZNF827 ZNRF3 ZRANB1 MIR520A_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR520A_5P AAK1 ABCE1 ABHD2 ACE2 ACSBG1 ALPL ANKS4B ANKZF1 ARHGEF12 ASH2L ASRGL1 ATF2 ATP6V1H BACE2 C2orf68 CA12 CD28 CDK13 CELF1 CEP19 CERS6 CLCN5 CLTB CNOT1 CREBZF CTNNAL1 CYB5D1 DCUN1D5 DIRAS2 DRP2 EEPD1 ELOVL7 EPHA2 ESF1 ETV5 EXOC6 FAM124A FAM171A1 FAM78B FBXW11 FUT1 GBP6 GCC2 GIPC3 GMEB1 GTF2H1 HARS2 HEPACAM2 HEYL HIP1 HMGCL HMOX1 HOXA5 HOXD10 HTR4 ILDR2 INPP5K ISM1 KCNH1 KIAA0930 KPNA1 KRT34 LHX6 LHX8 MAN2A2 MAP3K13 MBTD1 MEIOB MICOS10 MLLT1 MPP3 MXD1 MYOZ3 NAB1 NFASC NME6 NTRK3 NUP58 NXPH1 OLR1 OTX2 PADI1 PAFAH1B1 PAK5 PATE4 PCTP PCYOX1 PHF13 PHKA2 PLSCR4 PLXND1 POFUT2 PPARA PPP1CC PPP2R5E PRDM1 PTGFR PTPRB RAP1GAP2 RAPGEFL1 RASGRP1 RB1 RHOU RPGRIP1L RPRD2 RPUSD3 RYK SAR1A SCML4 SCN3B SEC22A SEC22C SEL1L SEPTIN11 SESN3 SETD5 SH3GL3 SKP2 SLC22A15 SLC22A23 SLC25A13 SLC41A1 SMC1A SNRK SNX27 SNX6 SON SPATA6 SPOCK1 SPRED3 STK40 STX3 TAF4B TBC1D22B TGOLN2 TLCD4-RWDD3 TLR7 TMEM87B TNN TNRC6B TRIM33 TSPAN2 TTPAL TUBA4A TULP4 UQCRQ USP15 USP5 VLDLR VPS54 WDR5 WIPF2 ZFP36L2 ZFP90 ZNF177 ZNF182 ZNF333 ZNF559-ZNF177 ZXDB MIR520B_3P_MIR520C_3P_MIR520E_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR520B_3P_MIR520C_3P_MIR520E_3P AAK1 ABHD3 ADAM9 ADAT2 AGO1 ALDH1L2 AMER2 ANKRD17 ANKRD52 ANO6 APP ARHGAP30 ARHGEF10 ARHGEF17 ARID4A ARID4B ARID5B ARL4C ARMC8 ASAP1 ASF1A ASF1B ATAD2 ATF6B BARX2 BCAP29 BCL11A BCL6 BLCAP BTG1 C2CD2 C2orf69 C6orf15 CAPRIN2 CCNJ CCSAP CDC23 CDCA7 CELF2 CFL2 CLIP4 CMTR2 CNOT6 COG5 CORO2B CPEB1 CREB5 CREBRF CROT CUX1 CUX2 CXCL1 CYB5D2 CYBB CYBRD1 CYP20A1 CYP26B1 DCAF6 DCUN1D1 DCUN1D4 DDHD1 DENND5B DNAI7 DNAJC27 DPP8 DPYSL5 DRD1 DUSP2 DYNC1LI2 E2F2 E2F5 E2F7 EDNRB EIF3M ELAVL2 ELK4 EPHA5 ERCC4 EXOC5 EZH1 FAM168B FAT4 FGD4 FGD5 FMR1 FNDC3A FRMD4A FSTL5 FYCO1 FZD3 FZD6 GALNT3 GDF11 GLCE GLIS3 GNPDA2 GPC6 GPCPD1 GPM6A GPR6 GRM5 GUCA1C GUCY1A1 H2AJ HAUS8 HDAC4 HECTD2 HIF1AN HIPK3 HOOK3 HP1BP3 HS2ST1 IKZF2 INO80D IRF2 IRF2BP2 ISM2 ITGB8 ITPRIPL2 JAZF1 KAT2B KDM1B KIAA1522 KIF26B KIF3B KMT5B KPNA2 KREMEN1 LAMA3 LAMP5 LATS2 LCOR LEFTY1 LEFTY2 LHX6 LHX8 LMO3 LRP2 LRP8 LYST MAN1A1 MAP3K14 MAP3K2 MAPK9 MARCHF11 MARCHF5 MBD2 MBNL3 MCC MCL1 MED12L MFAP5 MICA MIER3 MIGA2 MIXL1 MKNK2 MPC1 MSL1 MTF1 MTUS1 MYCN MYLK MYRF NFIA NFIB NFYA NPAS3 NR2C2 NR4A3 NUFIP2 OLFM3 OXR1 PAF1 PAK2 PAK5 PARP8 PDE4D PDE8A PDIK1L PFKP PHACTR4 PHF12 PHF14 PHKA1 PIGM PKD2 PKHD1 PLAG1 PLAGL2 POLQ PPARA PPP6C PRDM4 PRDM8 PRRG1 PSD3 PTGDR PTPN21 PTPRD QRSL1 R3HDM1 RAB11A RAB11FIP1 RAB11FIP5 RAB22A RAB5C RABGAP1 RAD18 RASGEF1A RASSF2 RB1CC1 RBBP9 RBL1 REEP3 RELA RELL1 REST RFX3 RGL1 RGMB RNF216 RNF6 ROCK2 RORA RPS6KA3 RRAGD RSBN1 RSF1 RTN1 RUBCN RUNX2 RYR2 SAMD12 SDC1 SERF1A SERF1B SETBP1 SHCBP1 SKIDA1 SLAIN1 SLAIN2 SLC15A2 SLC16A10 SLC22A23 SLC24A2 SLC33A1 SLC40A1 SMARCC2 SMNDC1 SNRK SNX8 SON SPOP SPRED1 SPTLC2 SRCIN1 SS18L1 SSX2IP ST3GAL1 ST7L SUCO SUV39H1 SUZ12 SYDE1 SYNC SYTL4 TAGAP TANC1 TAPT1 TBC1D2 TBC1D8B TCAIM TET1 TET2 TET3 TFAP4 TGFBR2 TIAM1 TIPARP TMEM100 TMEM123 TMEM170B TMEM64 TMEM86A TMTC2 TMUB2 TNFAIP1 TNKS2 TNRC18 TP53INP1 TRAPPC14 TRIM36 TRIP11 TSEN34 TSHZ3 TWF1 TXNIP UBE2B UBE2J1 UBE2Q2 UNC80 UNKL USP16 USP24 USP46 VDR VLDLR WDR37 YOD1 ZBTB11 ZBTB33 ZBTB41 ZBTB5 ZBTB7A ZC3H13 ZFX ZFYVE26 ZKSCAN1 ZNF362 ZNF367 ZNF385A ZNF532 ZNF75A ZNF800 ZNF827 ZNRF3 ZRANB1 MIR520D_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR520D_3P AAK1 ABHD3 ADAM9 ADAT2 AGO1 ALDH1L2 AMER2 ANKRD13C ANKRD17 ANKRD52 ANO6 APP ARHGAP30 ARHGEF10 ARHGEF17 ARID4A ARID4B ARID5B ARL4C ARMC8 ASAP1 ASF1A ASF1B ATAD2 ATF6B BARX2 BCAP29 BCL11A BCL6 BLCAP BTG1 C2CD2 C2orf69 C6orf15 CAPRIN2 CCNJ CCSAP CDC23 CDCA7 CELF2 CFL2 CLIP4 CMTR2 CNOT6 COG5 CORO2B CPEB1 CREB5 CREBRF CROT CUX1 CUX2 CXCL1 CYB5D2 CYBB CYBRD1 CYP20A1 CYP26B1 DCAF6 DCUN1D1 DCUN1D4 DDHD1 DENND5B DMTF1 DNAI7 DNAJC27 DPP8 DPYSL5 DRD1 DUSP2 DYNC1LI2 E2F2 E2F5 E2F7 EDNRB EIF3M ELAVL2 ELK4 EPHA5 ERCC4 EXOC5 EZH1 FAM168B FAT4 FGD4 FGD5 FMR1 FNDC3A FRMD4A FSTL5 FYCO1 FZD3 FZD6 GALNT3 GDF11 GLCE GLIS3 GNPDA2 GPC6 GPCPD1 GPM6A GPR6 GRM5 GUCA1C GUCY1A1 H2AJ HAUS8 HDAC4 HECTD2 HIF1AN HIPK3 HOOK3 HP1BP3 HS2ST1 IKZF2 INO80D IRF2 IRF2BP2 ISM2 ITGB8 ITPRIPL2 JAZF1 JPT1 KAT2B KDM1B KIAA1522 KIF26B KIF3B KMT5B KPNA2 KREMEN1 LAMA3 LAMP5 LATS2 LCOR LEFTY1 LEFTY2 LHX6 LHX8 LMO3 LRP2 LRP8 LYST MAN1A1 MAP3K14 MAP3K2 MAPK9 MARCHF11 MARCHF5 MBD2 MBNL3 MCC MCL1 MED12L MFAP5 MICA MIER3 MIGA2 MIXL1 MKNK2 MPC1 MSL1 MTF1 MTUS1 MYCN MYLK MYRF NFIA NFIB NFYA NPAS3 NR2C2 NR4A3 NUFIP2 OLFM3 OXR1 PAF1 PAK2 PAK5 PARP8 PDE4D PDE8A PDIK1L PFKP PHACTR4 PHF12 PHF14 PHKA1 PIGM PKD2 PKHD1 PLAG1 PLAGL2 POLQ PPARA PPP6C PRDM4 PRDM8 PRRG1 PSD3 PTGDR PTPN21 PTPRD QRSL1 R3HDM1 RAB11A RAB11FIP1 RAB11FIP5 RAB22A RAB5C RABGAP1 RAD18 RASGEF1A RASSF2 RB1CC1 RBBP9 RBL1 REEP3 RELA RELL1 REST RFX3 RGL1 RGMB RNF216 RNF6 ROCK2 RORA RPS6KA3 RRAGD RSBN1 RSF1 RTN1 RUBCN RUNX2 RYR2 SAMD12 SDC1 SERF1A SERF1B SETBP1 SHCBP1 SKIDA1 SLAIN1 SLAIN2 SLC15A2 SLC22A23 SLC24A2 SLC33A1 SLC40A1 SMARCC2 SMNDC1 SNRK SNX8 SON SPOP SPRED1 SPTLC2 SRCIN1 SS18L1 SSX2IP ST3GAL1 ST7L SUCO SUV39H1 SUZ12 SYDE1 SYNC SYTL4 TAGAP TANC1 TAPT1 TBC1D2 TBC1D8B TCAIM TET1 TET2 TET3 TFAP4 TGFBR2 TIAM1 TIPARP TMEM100 TMEM123 TMEM170B TMEM64 TMEM86A TMTC2 TMUB2 TNFAIP1 TNKS2 TNRC18 TP53INP1 TRAPPC14 TRIM36 TRIP11 TSEN34 TSHZ3 TWF1 TXNIP UBE2B UBE2J1 UBE2Q2 UNC80 UNKL USP16 USP24 USP46 VDR VLDLR WDR37 YOD1 ZBTB11 ZBTB33 ZBTB41 ZBTB5 ZBTB7A ZC3H13 ZFX ZFYVE26 ZKSCAN1 ZNF362 ZNF367 ZNF385A ZNF532 ZNF75A ZNF800 ZNF827 ZNRF3 ZRANB1 MIR520D_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR520D_5P AASDHPPT ABRACL ACBD5 ACER2 ACKR3 ACKR4 ACSL3 ACSL4 ACTA1 ACTBL2 ACTR3B ADAM10 ADAM23 ADAMTS16 ADAMTS5 ADAMTSL3 ADARB2 ADCYAP1 ADGRL2 ADIPOR1 ADK AGFG1 AGRN AHCTF1 AJAP1 AKAP11 AKIRIN1 AMFR ANGPTL7 ANKRA2 ANKRD44 ANKRD46 ANO8 AP2B1 APBA1 APC API5 APLN APPBP2 APPL2 AR ARFGEF3 ARGLU1 ARHGAP12 ARHGAP29 ARHGAP33 ARHGAP35 ARHGEF33 ARIH1 ARL13B ARL5B ARPP19 ARVCF ASB13 ASB5 ASH1L ATAD2B ATAD5 ATF2 ATG16L2 ATG2B ATMIN ATP1A1 ATP2B1 ATP2B2 ATP8A1 ATXN1 AZI2 AZIN2 B4GALT1 BCL11B BCLAF1 BCOR BDH2 BDNF BEND4 BHLHE40 BMP3 BMPR1A BNIP2 BOD1L1 BRD3 BRD4 BRINP1 BSDC1 BTAF1 BTBD7 BUB1B BZW1 C11orf54 C11orf58 C17orf75 C1D C1QTNF3 C1QTNF7 C1orf35 C8orf44-SGK3 CACNA1D CACNA2D1 CACNA2D2 CACNB2 CADM2 CALB1 CALU CAMK4 CAMTA1 CASP7 CASTOR2 CAV2 CBX3 CCDC6 CCN1 CCNT2 CCSER1 CCT7 CD1A CD46 CD47 CDC25C CDC42 CDC42BPB CDH15 CDH19 CDH4 CDH9 CDK2 CDK6 CDPF1 CDYL2 CEBPD CENPC CEP120 CEP128 CEP350 CEP57 CERS6 CERT1 CETN3 CGGBP1 CHAMP1 CHIC1 CHN2 CHODL CIAO2A CILK1 CLK4 CLLU1-AS1 CLNS1A CLOCK CLSTN1 CLVS2 CNKSR2 CNOT2 CNOT6L CNOT8 CNR1 CNRIP1 CNTN1 CNTN5 CNTNAP3 COL11A1 COL1A2 COL3A1 COL4A1 COX16 COX18 CPEB2 CPEB3 CPNE2 CPPED1 CREB1 CREBRF CREM CRHBP CRTC1 CSDE1 CSMD1 CSMD3 CSNK1E CTHRC1 CTTNBP2 CWC25 CYP20A1 CYP7B1 CYTH2 DACH1 DACT3 DCAF10 DCAF4L2 DCAF7 DCUN1D1 DCX DDAH1 DDHD1 DDX17 DDX6 DENND2B DENND5B DGKE DHX40 DICER1 DIP2A DIP2C DIRAS2 DKK2 DLG2 DLG5 DLX1 DLX4 DMXL1 DNAJC6 DNTTIP1 DOCK1 DOCK10 DOCK4 DRAM1 DUSP6 DYRK1A E2F3 E2F8 EBF2 EBF3 ECT2 EDIL3 EED EEIG2 EFEMP1 EFR3A EGFL6 EGLN1 EGR1 EGR4 EID1 EIF4E ELAPOR1 ELAVL2 ELF1 ELK4 ELOA EML6 ENPP4 EOMES EP400 EPB41 EPC1 EPCAM EPHA1 EPHA3 EPHA5 EPHA7 ERBIN ESYT2 ETS2 EYA1 FAM131A FAM13C FAM169A FAM181A FAM184A FAM221A FAM3C FAM76A FAM76B FAM83B FBLN2 FBN1 FBXO3 FBXO30 FBXO32 FBXO45 FCGR2A FCHO2 FGFR2 FIBIN FKBP14 FKBP7 FOXD3 FOXJ3 FOXO1 FRMD6 FZD2 FZD3 G3BP2 GABPA GALNT7 GART GATAD1 GATAD2B GBX2 GDF10 GFPT1 GID8 GIGYF2 GIPC2 GJB2 GLI3 GLRB GLS GLUD1 GMFB GNA13 GNAI3 GNB4 GNPTAB GOLGA6A GOLGA6B GOLGA6C GOLGA6D GOLGA6L10 GOLGA6L4 GOLGA8A GOLGA8B GOLGA8H GOLGA8J GOLGA8M GOLGA8N GOLGA8Q GOLGA8R GOLGA8T GOLM2 GORASP2 GPATCH2L GPBP1 GPC6 GPM6A GPR180 GPR63 GPT2 GRID2 GRIN3A GRM7 GSPT1 GTF2A1 GTF3C3 H1-0 HADHB HCFC2 HDAC2 HECTD1 HEG1 HEPACAM HEY1 HEY2 HIP1 HIPK1 HIRA HIVEP2 HLCS HMGA2 HMGB3 HNF1B HNRNPDL HNRNPH1 HNRNPK HNRNPU HOOK3 HOXA3 HOXB7 HOXC8 HS3ST1 HS3ST3A1 HS3ST3B1 HSD17B13 HSF2 HSPA1B HYCC1 HYCC2 ID4 IFT52 IGSF11 IGSF3 IKZF2 IL12B IL1A IMPA1 INIP INO80D INTS10 INTS6 IPMK IQGAP2 IRAK2 IRAK3 IRF2 IRX2 ITGA10 ITGB8 ITM2C ITPR1 JAG1 JAG2 JARID2 JAZF1 JMY JUN KAT2B KAT6A KCNC2 KCNK2 KCNN4 KDM5A KDM6A KIF1B KIF21A KIF2A KIF5A KIN KLF4 KLF6 KLHL23 KLHL28 KLHL7 KMT2C KPNA1 KPNA4 L3HYPDH L3MBTL3 LAMC1 LARP1 LARP4 LATS1 LATS2 LEF1 LHX6 LIN9 LIPA LMAN1 LMNB1 LNX2 LRBA LRP12 LRP1B LRP5 LRP8 LRRC3B LRRC40 LRRC58 LRRTM3 LSM8 LTA4H LTN1 LUC7L2 LYPD6 MAEL MAGEB6 MAMLD1 MAP3K5 MAP3K8 MAP4K3 MAP4K5 MAPK1 MAPK1IP1L MAPK6 MAPK8 MAST4 MATCAP2 MBD2 MBNL1 MBTPS1 MEAF6 MECOM MED4 MEF2C MEGF9 MEIOC MEOX1 MEOX2 METTL9 MGAT3 MIB1 MINPP1 MIPOL1 MIS18BP1 MITF MLLT10 MLLT6 MMGT1 MOK MOSPD2 MPDZ MPRIP MRS2 MSR1 MSRB3 MSS51 MTM1 MTMR12 MTSS1 MTTP MXD1 MYF6 MYOD1 MYOF MYRF MYRFL NAA50 NANOS1 NAV3 NBEA NCOA1 NDUFS1 NEBL NEGR1 NEXMIF NFATC3 NFIA NFYB NHS NKRF NKTR NLGN4Y NOP58 NOVA1 NPAT NR2F1 NR4A2 NRK NSG1 NUDT4 NUFIP1 NUP205 NUP37 NUP43 NWD2 NXPH2 NXT2 OAT OGA OLFM1 OLIG2 OPA1 OSTM1 OXSR1 PAFAH1B1 PAK5 PALLD PALS2 PAPOLG PARP11 PARP8 PBX1 PCBP2 PCDH9 PCDHB2 PCGF3 PCGF6 PDCD10 PDE10A PDE4B PDIK1L PDZRN4 PELI1 PELI2 PER2 PEX3 PEX5 PFKFB3 PGRMC1 PHF20L1 PHIP PHLDB1 PHLDB2 PIP5K1A PKDCC PKIA PKN2 PLAGL1 PLAGL2 PLCB1 PLEKHF2 PLEKHG1 PLPP3 PLPPR4 PMS1 PNISR PNN PNOC PNRC1 POC5 POLR3B PPFIA1 PPFIA3 PPM1A PPM1L PPP1R1B PPP1R21 PPP1R8 PPP1R9A PPP3CA PPP3R1 PPP5C PPP6C PPTC7 PRDX3 PRELID3B PREX2 PRICKLE2 PRIM2 PRKAB1 PRKCB PRKD3 PRKRA PRNP PROX1 PRPF39 PRPF40A PSD3 PSG1 PSIP1 PSMB9 PSPC1 PTH2R PTHLH PTPN12 PTPN13 PTPRA PTPRB PTPRE PTPRG PTPRS PTPRU PTX3 PUM1 PUM2 PUS7 QKI RAB11A RAB11B RAB12 RAB14 RAB33B RAB6B RAI14 RALGPS2 RANBP9 RAP1B RAP1GDS1 RAP2C RBBP5 RBFOX1 RBL1 RBM12 RBM23 RBM26 RBM27 RBM39 RCAN2 REST RFC1 RGCC RGS7BP RHOT1 RIF1 RIN2 RNF130 RNF138 RNF182 RNF216 RNF217 RNF220 ROBO1 ROR1 RORA RP2 RPRD1A RPS6KA3 RPS6KB1 RRAS2 RSBN1 RSBN1L RSPH4A RSRC2 RUFY2 RYR2 SAFB SBF2 SC5D SCAI SCAMP5 SCEL SCN2A SCN3A SCN8A SCYL2 SEC14L2 SEC24A SEC24B SECISBP2L SEH1L SELENOF SELENOI SELENOS SEPSECS SERF2 SERINC5 SERPINB1 SERPINB8 SESN1 SESTD1 SFPQ SFSWAP SGIP1 SGK1 SGK3 SGMS1 SH3BGRL2 SH3KBP1 SHISA3 SIAH1 SIPA1L1 SIPA1L2 SIRT1 SIX4 SKIL SLC10A4 SLC16A4 SLC17A6 SLC1A2 SLC22A10 SLC25A12 SLC25A13 SLC30A4 SLC30A6 SLC34A2 SLC35D1 SLC38A2 SLC39A14 SLC40A1 SLC4A7 SLC6A6 SLIT2 SLITRK2 SLITRK4 SLITRK6 SMAD2 SMAD3 SMARCA2 SMARCAD1 SMC3 SMC4 SMCHD1 SMIM43 SMNDC1 SMPX SMURF1 SMURF2 SOCS6 SORL1 SORT1 SOS1 SOX5 SOX8 SOX9 SP3 SP4 SP8 SPATA13 SPCS3 SPRED1 SPTSSA SPTY2D1 SRBD1 SRD5A1 SRSF10 SRSF2 SS18 SSB SSNA1 ST18 STAT4 STAU1 STK10 STK26 STRBP STXBP4 STXBP5 SUB1 SULF1 SULF2 SUMO1 SUZ12 SV2A SYF2 SYNJ2BP-COX16 SYT4 TAB2 TAF12 TAF4 TAF8 TAFA1 TAFA2 TAL1 TANK TAOK1 TBCCD1 TBL1X TBR1 TCEA1 TCEAL1 TCF4 TCF7L2 TCP11L2 TEAD1 TENT4B TES TET2 TFAP4 TFDP2 TFEC TFRC TGFB3 THOC3 THSD7A TJP1 TLCD4 TLE4 TM4SF4 TMED7 TMEM161B TMEM163 TMEM17 TMEM170A TMEM170B TMEM181 TMEM196 TMEM215 TMEM220 TMEM30A TMEM30B TMEM33 TMEM39B TMEM50A TMF1 TMTC3 TMX4 TNFRSF19 TNKS2 TOM1L1 TOX TPTEP2-CSNK1E TRA2A TRAPPC13 TRAPPC8 TRDN TRIM23 TRIO TRIP11 TRPS1 TSC22D2 TSHZ1 TSHZ2 TSNAX TTBK2 TTC28 TTC30B TTC9 TTK TTN TUBB2B TWIST1 TXNDC9 TXNIP TXNL4B UBA3 UBA6 UBASH3B UBE2B UBE2D3 UBE2E3 UBE2Q2 UBN2 UBR1 UBR5 UGDH UNC13C UNC5C USF3 USP25 USP27X USP31 USP49 USP53 USP54 USP7 VAMP4 VANGL1 VAV3 VCAN VDR VGLL3 VIRMA VPS13D VSIG10 WASHC4 WDFY3 WDR43 WIPF1 WIPF3 WNK1 WWC2 YBX1 YTHDC2 YWHAQ YY1 ZBTB34 ZBTB43 ZBTB44 ZBTB7C ZC3H12D ZCRB1 ZEB2 ZFC3H1 ZFP36 ZFP36L1 ZFR ZIC3 ZMAT3 ZMIZ1 ZMYM1 ZMYM2 ZMYND11 ZMYND19 ZMYND8 ZNF106 ZNF367 ZNF461 ZNF516 ZNF583 ZNF638 ZNF655 ZNF704 ZNF711 ZNF716 ZNF772 ZNF827 ZNRF3 ZSWIM4 ZWILCH ZYG11B MIR520E_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR520E_5P ABCE1 ABRACL ACBD3 ACSL4 ADH5 AGFG1 AKR1C4 ALOX12 ARMC8 ASPH AZI2 BAZ2B BMI1 BNIP2 BNIPL BRINP3 C12orf29 C1orf112 CA8 CACNB4 CARD8 CAVIN4 CD86 CEP97 CHD6 CLOCK CMTR2 COMMD3-BMI1 CRNKL1 CTNNA2 CXCL12 DDX60L DEPDC1 DLG5 DMC1 DMD DOCK4 DPY19L2 DTD2 DYNC2LI1 EFR3A EIF2S1 ELAPOR2 ENTPD4 ERICH1 ETNK1 EXOC6B EXTL2 F9 FAM107B FAM120C FAM149A FAR1 FLT1 FUT9 GAB2 GABRB2 GABRG2 GAD1 GALNT3 GOLPH3 GPATCH2L GPHN GRIA2 GUCY1A2 HGF HIPK3 HMCN1 HS6ST2 HSCB IL1RN IRX2 ISG20 KAT6A KLHL8 KPNA1 LCT LIN28A LRP12 LRRC1 LYZ MIER3 MKRN1 MOSPD1 MRPL19 MRS2 MTSS1 MTX2 MYO16 MZT1 NEDD4 NEMF NLN NPAS3 NPR3 NSL1 ODC1 PABIR3 PAIP1 PCGF5 PCMTD1 PDP1 PGM2 PHLPP1 PIAS2 PLD5 PPFIA2 PPP2R5E PPP4R1 PREPL PRTG PTBP3 PURB RAB5B RALA REEP1 REL RERE RUFY2 S100Z SEL1L SENP8 SLAMF7 SLC24A4 SLC25A13 SLC37A3 SLC4A10 SLITRK4 SMAD2 SMURF2 SPDYA SPIRE1 SPP1 STAG2 STOX1 SYT4 TAFA5 TAX1BP1 TMEM170B TMEM260 TMEM59 TMEM9B TNFAIP6 TOPORS TRIM66 TSPAN2 UBE2Q2 UBQLN1 USF3 USP46 WDCP WDR20 WWC2 YAP1 YIPF6 YPEL2 YTHDF3 ZBTB6 ZDHHC21 ZFP1 ZIC3 ZNF24 ZNF300 ZNF608 ZNF680 MIR520F_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR520F_3P ADAM9 ADAMTSL3 ADCY10 ADCYAP1 AEBP2 AMER2 ANKRD50 APP ARID4A ARID4B ARMC8 ASAP2 ASF1B ASH1L ATAD2 ATF2 ATXN7 BAZ1A BBIP1 BICRAL C11orf54 C2orf69 CACUL1 CAMSAP2 CAPRIN2 CCDC6 CDC25B CDCA4 CDCA7 CDK19 CDKN1B CELF2 CFL2 CILP CNOT11 CNRIP1 CNTN3 COPG2 CREB5 CROT CUX2 CXXC5 CYB5R4 CYP26B1 CYP2U1 DAPP1 DCAF6 DDHD1 DENND1B DENND5B DERL2 DYNC1LI2 EFEMP1 EIF2S1 EPC1 EXPH5 FBN1 FBXW11 FGD4 FGD5 FIGN FMC1-LUC7L2 FNDC3A FYCO1 GALNT3 GAS2 GDF11 GLIS3 GXYLT1 HNRNPA2B1 HSPA14 IDI2 IKBIP IKZF2 IL6ST IRF2 ISM2 ITFG1 ITPR3 JAZF1 JPT1 KCNB1 KCTD10 KDM1B KIAA1522 KIF23 KIF26B KMT2A LAMA3 LAMP5 LCOR LDOC1 LEFTY1 LHX6 LMO3 LRP5L LRP8 LUC7L2 MAP3K14 MAP3K2 MARCHF5 MBNL2 MCL1 MDGA2 MED12L MEX3A MLIP MNT MTF1 MUC7 MYO19 NFYA NR2C2 NRCAM NT5C3A OLFM3 OSBPL8 PACC1 PAK5 PCDH7 PDCD4 PDIK1L PICALM PIP4K2A PKN2 PLAG1 PMPCB PRC1 PRDM4 PRDM8 PRRX1 QSER1 RAB11A RAB22A RALGPS2 RAP1A RARB RASSF2 RB1CC1 RBL1 RCOR3 RDH5 RFX7 RGL1 RND3 ROCK2 SAMD12 SAR1B SEPTIN2 SETD9 SLC22A23 SLC24A3 SLC33A1 SLC49A4 SLCO3A1 SMARCC2 SOX6 SP1 SPOP SPRED1 SS18L1 SYNC SYTL4 TAB3 TET1 TET3 TFAP4 TIPARP TLCD3A TMEM19 TMSB4Y TNFAIP1 TNRC6B TOM1L2 TP73 TRERF1 TUBG1 UBE2Q2 USP24 USP46 VAMP3 VASH2 VLDLR WDR37 WNT9B YOD1 ZBTB11 ZBTB37 ZBTB7A ZFYVE26 ZKSCAN1 ZNF213 ZNF367 ZNF385A ZNF75A ZNF800 ZNF804A ZZZ3 MIR520F_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR520F_5P ABCG1 ADAM10 AGO3 AIG1 AKAP8 ALCAM ANKRD13A ARHGAP39 ASB4 ATL2 ATP10D BCL2L11 BPGM C16orf54 C1orf52 C3orf38 CAAP1 CACHD1 CADM1 CALU CASK CCDC186 CCDC6 CCDC71L CCDC8 CDC25A CDC26 CDC27 CDH8 CDIP1 CPEB2 CPOX CR1 CTNND1 CXXC5 CYLD DBT DENND5A DHX33 DNAJC22 DNAJC25-GNG10 DPH6 DTWD2 E2F4 EFHC1 EPS8 ERCC6L2 ETFBKMT ETFDH EXOSC6 FABP2 FAXC FEM1C FHL5 FXR1 GABRA4 GAD1 GAL3ST4 GAREM1 GCNT4 GDF2 GIPC2 GLT6D1 GNAI2 GNG10 GPNMB GPR132 GRIA3 GRIA4 HABP2 HAPSTR1 HMBS HTR1F ING2 ING3 INSC IQCJ-SCHIP1 ITGA4 JARID2 KCNC2 KCTD7 KIAA0232 KLF3 KMO LBX2 LGR5 LIMA1 LRP2 LRP8 LSAMP LSM5 LTA4H LYRM7 LYSMD4 MAP7 MAPK10 MCTP1 MED21 MEF2A MEGF10 METTL6 MPLKIP MRPL9 MSANTD2 MTFMT MXD1 NABP1 NCOA7 NDUFA4 NECAB1 NHLH2 NOVA1 NPR3 NUDT11 NUP214 OSR2 PAPOLA PCLO PFKFB2 PHLPP2 PLPBP PLPPR4 PLSCR5 PMM1 PMP2 PPIL1 PPM1L PPP1R3E PRPF4B PRPSAP2 PSMD12 PSME3IP1 PSTPIP2 PTGDR PVR QKI RAB27B RAB8B RASAL2 RB1 RC3H1 RDH12 RELCH REST RNF175 RPAP3 RTKN2 SALL1 SAXO2 SEPTIN6 SHISA9 SIM1 SLC25A24 SLC38A1 SLC4A8 SLC50A1 SLTM SLU7 SMAD1 SMAD5 SMARCE1 SOAT1 SPATS2L SPIRE1 SPNS2 SRP9 SUPT3H TAT TBX2 TECRL TMEM209 TMEM241 TMPO TMPRSS11E TMX1 TMX4 TRA2A TRIM32 TSPAN12 TSTD3 TWIST1 UBE4A USP9X UTY VWA5A YAP1 YPEL1 YTHDC2 ZBTB18 ZBTB20 ZBTB41 ZEB2 ZKSCAN5 ZMYM2 ZNF3 ZNF470 ZNF592 MIR520G_3P_MIR520H https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR520G_3P_MIR520H AAK1 ABCA1 ABHD2 ABI1 ABL2 ADAM22 ADAMTS5 AFG1L AHCTF1 AKAP11 AMZ1 ANLN ANXA4 APEX1 ARAP2 ARID4B ARL4C ATP2B1 ATXN1 BCOR BMT2 BNIP2 BTAF1 CARNMT1 CCNB1 CCP110 CDH6 CDKN1A CDYL2 CERS5 CHUK CKS1B CLEC2D COG8 CPEB3 CPSF6 CREBRF CSF1 CYP20A1 DCBLD2 DCP1A DEPTOR DIDO1 DIPK2A DMTF1 DPH6 DPYSL5 E2F1 EHD3 EIF2S1 EIF4G2 EIF4G3 ELK4 ENTPD4 EPHA5 EVA1A EXOC6B FAM83B FBXL3 FLRT2 FURIN FXN G2E3 G3BP1 GBF1 GFI1 GIMAP4 GJA1 GLRA2 GNS GOLIM4 GRIN2C GRK3 GSTT2B HAPSTR1 HECTD2 HIF1A HIPK3 HNRNPM IRAK4 ITCH ITPRIPL2 JAZF1 KCNJ13 KCTD18 KIF26B KIRREL1 KLHL2 KLHL29 KPNA1 KRT81 KRTAP4-9 LHX8 LIMK1 LIN28B LRRC31 LUC7L3 MAN1A1 MAP3K9 MAP6 MED13L MKNK1 MOSMO MOSPD1 MSANTD4 MSL2 MXI1 MYCN MYO3A NDFIP1 NECTIN2 NEDD4L NOX4 NPAS3 NPEPL1 NR2C2 NUFIP2 OCRL OGA OTUD4 PCDH19 PCDH7 PDE4A PDF PFN2 PHF14 PIAS2 PKN2 PLAGL2 PLCB1 PLEKHA6 PLEKHA8 PLEKHM3 POLR3E POMC PPP6R2 PRCP PRICKLE2 PRKAR2A PTPN13 PXYLP1 RAB11B RAB21 RAB22A RAB27B RALGAPB RAPGEFL1 RBSN RFX4 RGPD5 RGPD6 RGPD8 RHOV RIMBP2 RIMKLB RND3 RNF145 RNF216 ROCK2 RRAGD RTCA SALL1 SATB2 SEMA5A SEPTIN8 SERINC1 SH3PXD2A SIN3B SINHCAF SLC31A1 SLC35A5 SLC44A4 SLF2 SMAD3 SMOC2 SORCS1 SPACA1 SPTY2D1 SSR1 SUMF1 TAFA1 TAGAP TBC1D15 TBC1D9 TBKBP1 TECRL TGFBR1 TLR5 TNFAIP1 TNKS1BP1 TNRC6A TOX3 TRIM13 TRPC5 TXNIP TYW5 UNKL USP18 USP9X UXS1 VLDLR VPS26A XKR9 ZBTB6 ZFP91 ZNF320 ZNF334 ZNF362 ZNF837 MIR520G_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR520G_5P ACSL4 ANK2 ANTXR1 AP3M2 BCL6B BEND4 BRINP3 BTBD7 CBX4 CIB4 EGLN3 EIF2AK1 ENDOU ENSG00000223438 ERCC4 FAM104B FBXL2 FBXO7 FKBP5 GFM2 GIPC3 GNA14 GNAQ HIPK1 HNRNPC HSP90AA1 IL21 KCNAB1 KLHL7 LAMP2 LILRA1 MAL2 MANEAL MAPK8 MN1 MTPN NELL2 NRK OGG1 OLFM3 OSBPL6 PDE1A PDZK1 PHF3 PLN PMEPA1 PPP1R9A PTRH1 SEC14L1 SHLD1 SMIM17 SORCS1 SS18 SSPN TIMELESS TJAP1 TMEM117 URGCP-MRPS24 ZNF367 ZNF566 MIR522_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR522_3P ABCB5 ABCD4 ABHD3 ADA2 ADGRF2 AKAP6 AMMECR1 AMMECR1L ARHGAP29 ARHGAP5 ARMC10 ARPC5 ATF7IP ATP1B1 ATXN1L ATXN7 BCL2 BEND4 C15orf40 CADM1 CASKIN1 CBLL1 CCDC186 CCSER2 CDK6 CHIC1 CLVS1 CNOT6L COL5A2 CSNK1A1 CSTF2T CUL1 DCHS2 DEPDC4 DHFR DHFR2 DIMT1 DIP2A DLG1 DLG2 DNAJC25 DOCK7 DPYSL2 EEF1AKMT2 EIF2A ELAVL1 ENTPD4 ETV1 FAHD1 FANCD2 FBXO8 FEM1C FHIP2A FLRT3 FMR1 FST FUT9 GAB2 GARRE1 GDAP2 GEM GIN1 GOLGA1 GPRASP3 HNRNPLL HORMAD1 HS3ST3A1 INO80D KIF7 KLHL31 KLHL8 KPNA4 KRTAP3-1 LARP1B LMO7 LPAR1 LSM5 LZIC MAFB MBNL3 MCMDC2 MEF2C METTL13 MID1 MPO MRPL47 MST1L MTMR3 MYEF2 MZT1 NDUFA5 NEUROD1 NEXMIF NFAT5 NFIB NHLRC1 NOXRED1 NPAT NRG3 NSD2 OAS1 P2RY10 PARP15 PDIA5 PERP PHIP PIK3CA PIP4P2 PLIN4 PLXDC2 PPFIA2 PPM1E PRKAA1 PRKG1 PTPN11 PTPN4 RAB14 RAB38 RABEP1 RAC1 RAP2A RAPGEF6 RASGRP3 RAVER2 RB1CC1 RBM47 RCAN3 RFX7 RHD RPS3 RSL24D1 SC5D SCAF11 SEMA5A SHOC2 SIAH1 SLC12A6 SLC45A2 SLC4A7 SLCO4C1 SMAD2 SMURF2 SNAP25 SNX1 SOGA3 SPICE1 SPRY3 STAG1 STK4 SYNJ1 TAF1C TAOK3 TBC1D9 TCP11L2 TLR8 TM2D1 TMEM266 TMTC4 TNFSF4 TNRC6B TOR1AIP1 TP63 TRPM7 TUBGCP5 TXNDC9 UBE2Q2 UBR3 USP8 VAPA WDFY3 WDTC1 WT1 WWTR1 YWHAQ ZBTB20 ZBTB6 ZC3H7A ZC3H8 ZDHHC6 ZMAT3 ZNF594 MIR524_3P_MIR525_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR524_3P_MIR525_3P ACTB BICC1 CSDE1 EBF1 EDC3 GET1-SH3BGR KCNA5 KPNB1 SACM1L SEPTIN4 SH3BGR SIRT3 ZFPM2 MIR524_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR524_5P AASDHPPT ABRACL ACBD5 ACER2 ACKR3 ACKR4 ACSL3 ACSL4 ACTA1 ACTBL2 ACTR3B ADAM10 ADAM23 ADAMTS16 ADAMTS5 ADAMTSL3 ADARB2 ADCYAP1 ADGRL2 ADIPOR1 ADK AGFG1 AGRN AHCTF1 AJAP1 AKAP11 AKIRIN1 AMFR ANGPTL7 ANKRA2 ANKRD44 ANKRD46 ANO8 AP2B1 APBA1 APC API5 APLN APPBP2 APPL2 AR ARFGEF3 ARGLU1 ARHGAP12 ARHGAP29 ARHGAP33 ARHGAP35 ARHGEF33 ARIH1 ARL13B ARL5B ARPP19 ARVCF ASB13 ASB5 ASH1L ATAD2B ATAD5 ATF2 ATG16L2 ATG2B ATMIN ATP1A1 ATP2B1 ATP2B2 ATP8A1 ATXN1 AZI2 AZIN2 B4GALT1 BCL11B BCLAF1 BCOR BDH2 BDNF BEND4 BHLHE40 BMP3 BMPR1A BNIP2 BOD1L1 BRD3 BRD4 BRINP1 BSDC1 BTAF1 BTBD7 BUB1B BZW1 C11orf54 C11orf58 C17orf75 C1D C1QTNF3 C1QTNF7 C1orf35 C8orf44-SGK3 CACNA1D CACNA2D1 CACNA2D2 CACNB2 CADM2 CALB1 CALU CAMK4 CAMTA1 CASP7 CASTOR2 CAV2 CBX3 CCDC6 CCN1 CCNT2 CCSER1 CCT7 CD1A CD46 CD47 CDC25C CDC42 CDC42BPB CDH15 CDH19 CDH4 CDH9 CDK2 CDK6 CDPF1 CDYL2 CEBPD CENPC CEP120 CEP128 CEP350 CEP57 CERS6 CERT1 CETN3 CGGBP1 CHAMP1 CHIC1 CHN2 CHODL CIAO2A CILK1 CLIC6 CLK4 CLLU1-AS1 CLNS1A CLOCK CLSTN1 CLVS2 CNKSR2 CNOT2 CNOT6L CNOT8 CNR1 CNRIP1 CNTN1 CNTN5 CNTNAP3 COL11A1 COL1A2 COL3A1 COL4A1 COX16 COX18 CPEB2 CPEB3 CPNE2 CPPED1 CREB1 CREBRF CREM CRHBP CRTC1 CSDE1 CSMD1 CSMD3 CSNK1E CTHRC1 CTTNBP2 CWC25 CYP20A1 CYP7B1 CYTH2 DACH1 DACT3 DCAF10 DCAF4L2 DCAF7 DCUN1D1 DCX DDAH1 DDHD1 DDX17 DDX6 DENND2B DENND5B DGKE DHX40 DICER1 DIP2A DIP2C DIRAS2 DKK2 DLG2 DLG5 DLX1 DLX4 DMXL1 DNAAF9 DNAJC6 DNTTIP1 DOCK1 DOCK10 DOCK4 DRAM1 DUSP6 DYRK1A E2F3 E2F8 EBF2 EBF3 ECT2 EDIL3 EED EEIG2 EFEMP1 EFR3A EGFL6 EGLN1 EGR1 EGR4 EID1 EIF4E ELAPOR1 ELAVL2 ELF1 ELK4 ELOA EML6 ENPP4 EOMES EP400 EPB41 EPC1 EPCAM EPHA1 EPHA3 EPHA5 EPHA7 ERBIN ESYT2 ETS2 EYA1 FAM131A FAM13C FAM169A FAM181A FAM184A FAM221A FAM3C FAM76A FAM76B FAM83B FBLN2 FBN1 FBXO3 FBXO30 FBXO32 FBXO45 FCGR2A FCHO2 FGFR2 FIBIN FKBP14 FKBP7 FOXD3 FOXJ3 FOXO1 FRMD6 FZD2 FZD3 G3BP2 GABPA GALNT7 GART GATAD1 GATAD2B GBX2 GDF10 GFPT1 GID8 GIGYF2 GIPC2 GJB2 GLI3 GLRB GLS GLUD1 GMFB GNA13 GNAI3 GNB4 GNPTAB GOLGA6A GOLGA6B GOLGA6C GOLGA6D GOLGA6L10 GOLGA6L4 GOLGA8A GOLGA8B GOLGA8H GOLGA8J GOLGA8M GOLGA8N GOLGA8Q GOLGA8R GOLGA8T GOLM2 GORASP2 GPATCH2L GPBP1 GPC6 GPM6A GPR180 GPR63 GPT2 GRID2 GRIN3A GRM7 GSPT1 GTF2A1 H1-0 HADHB HCFC2 HDAC2 HECTD1 HEG1 HEPACAM HEY1 HEY2 HIP1 HIPK1 HIRA HIVEP2 HLCS HMGA2 HMGB3 HNF1B HNRNPDL HNRNPH1 HNRNPK HNRNPU HOOK3 HOXA3 HOXB7 HOXC8 HS3ST1 HS3ST3A1 HS3ST3B1 HSD17B13 HSF2 HSPA1B HYCC1 HYCC2 ID4 IFT52 IGSF11 IGSF3 IKZF2 IL12B IL1A IMPA1 INIP INO80D INTS10 INTS6 IPMK IQGAP2 IRAK2 IRAK3 IRF2 IRX2 ITGA10 ITGB8 ITM2C ITPR1 JAG1 JAG2 JARID2 JAZF1 JMY JUN KAT2B KAT6A KCNC2 KCNK2 KCNN4 KDM5A KDM6A KIF1B KIF21A KIF2A KIF5A KIN KLF4 KLF6 KLHL23 KLHL28 KLHL7 KMT2C KPNA1 KPNA4 L3HYPDH L3MBTL3 LACTB LAMC1 LARP1 LARP4 LATS1 LATS2 LEF1 LHX6 LIN9 LIPA LMAN1 LMNB1 LNX2 LRBA LRP12 LRP1B LRP5 LRP8 LRRC3B LRRC40 LRRC58 LRRTM3 LSM8 LTA4H LTN1 LUC7L2 LYPD6 MAEL MAGEB6 MAMLD1 MAP3K5 MAP3K8 MAP4K3 MAP4K5 MAPK1 MAPK1IP1L MAPK6 MAPK8 MAST4 MATCAP2 MBD2 MBNL1 MBTPS1 MEAF6 MECOM MED4 MEF2C MEGF9 MEIOC MEOX1 MEOX2 METTL9 MFSD14A MGAT3 MIB1 MINPP1 MIPOL1 MIS18BP1 MITF MLLT10 MLLT6 MMGT1 MOK MOSPD2 MPDZ MPRIP MRS2 MSR1 MSRB3 MSS51 MTM1 MTMR12 MTSS1 MTTP MXD1 MYF6 MYOD1 MYOF MYRF MYRFL NAA50 NANOS1 NAV3 NBEA NCOA1 NDUFS1 NEBL NEGR1 NEXMIF NFATC3 NFIA NFYB NHS NKRF NKTR NLGN4Y NOP58 NOVA1 NPAT NR2F1 NR4A2 NRK NSG1 NUDT4 NUFIP1 NUP205 NUP37 NUP43 NWD2 NXPH2 NXT2 OAT OGA OLFM1 OLIG2 OPA1 OSTM1 OXSR1 PAFAH1B1 PAK5 PALLD PALS2 PAPOLG PARP11 PARP8 PBX1 PCBP2 PCDH9 PCDHB2 PCGF3 PCGF6 PDCD10 PDE10A PDE4B PDIK1L PDZRN4 PELI1 PELI2 PER2 PEX3 PEX5 PFKFB3 PGRMC1 PHF20L1 PHIP PHLDB1 PHLDB2 PIP5K1A PKDCC PKIA PKN2 PLAGL1 PLAGL2 PLCB1 PLEKHF2 PLEKHG1 PLPP3 PLPPR4 PMS1 PNISR PNN PNOC PNRC1 POC5 POLR3B PPFIA1 PPFIA3 PPM1A PPM1L PPP1R1B PPP1R21 PPP1R8 PPP1R9A PPP3CA PPP3R1 PPP5C PPP6C PPTC7 PRDX3 PRELID3B PREX2 PRICKLE2 PRIM2 PRKAB1 PRKCB PRKD3 PRKRA PRNP PROX1 PRPF39 PRPF40A PSD3 PSG1 PSIP1 PSMB9 PSPC1 PTH2R PTHLH PTPN12 PTPN13 PTPRA PTPRB PTPRE PTPRG PTPRS PTPRU PTX3 PUM1 PUM2 PUS7 QKI RAB11A RAB11B RAB12 RAB14 RAB33B RAB6B RAI14 RALGPS2 RANBP9 RAP1B RAP1GDS1 RAP2C RBBP5 RBFOX1 RBL1 RBM12 RBM23 RBM26 RBM27 RBM39 RCAN2 REST RFC1 RGCC RGS7BP RHOT1 RIF1 RIN2 RNF130 RNF138 RNF182 RNF216 RNF217 RNF220 ROBO1 ROR1 RORA RP2 RPRD1A RPS6KA3 RPS6KB1 RRAS2 RSBN1 RSBN1L RSPH4A RSRC2 RUFY2 RYR2 SAFB SBF2 SC5D SCAI SCAMP5 SCEL SCN2A SCN3A SCN8A SCYL2 SEC14L2 SEC24A SEC24B SECISBP2L SEH1L SELENOF SELENOI SELENOS SEPSECS SERF2 SERINC5 SERPINB1 SERPINB8 SESN1 SESTD1 SFPQ SFSWAP SGIP1 SGK1 SGK3 SGMS1 SH3BGRL2 SH3KBP1 SHISA3 SIAH1 SIPA1L1 SIPA1L2 SIRT1 SIX4 SKIL SLC10A4 SLC16A4 SLC17A6 SLC1A2 SLC22A10 SLC25A12 SLC25A13 SLC30A4 SLC30A6 SLC34A2 SLC35D1 SLC38A2 SLC39A14 SLC40A1 SLC44A5 SLC4A7 SLC6A6 SLIT2 SLITRK2 SLITRK4 SLITRK6 SMAD2 SMAD3 SMARCA2 SMARCAD1 SMC3 SMC4 SMCHD1 SMIM43 SMNDC1 SMPX SMURF1 SMURF2 SOCS6 SORL1 SORT1 SOS1 SOX5 SOX8 SOX9 SP3 SP4 SP8 SPATA13 SPCS3 SPRED1 SPTSSA SPTY2D1 SRBD1 SRD5A1 SRSF10 SRSF2 SS18 SSB SSNA1 ST18 STAT4 STAU1 STK10 STK26 STRBP STXBP4 STXBP5 SUB1 SULF1 SULF2 SUMO1 SUZ12 SV2A SYF2 SYNJ2BP-COX16 SYT4 TAB2 TAF12 TAF4 TAF8 TAFA1 TAFA2 TAL1 TANK TAOK1 TBCCD1 TBL1X TBR1 TCEA1 TCEAL1 TCF4 TCF7L2 TCP11L2 TEAD1 TENT4B TES TET2 TFAP4 TFDP2 TFEC TFRC TGFB3 THOC3 THSD7A TJP1 TLCD4 TLE4 TM4SF4 TMED7 TMEM161B TMEM163 TMEM17 TMEM170A TMEM170B TMEM181 TMEM196 TMEM215 TMEM220 TMEM30A TMEM30B TMEM33 TMEM39B TMEM50A TMF1 TMTC3 TMX4 TNFRSF19 TNKS2 TOM1L1 TOX TPTEP2-CSNK1E TRA2A TRAPPC13 TRAPPC8 TRDN TRIM23 TRIO TRIP11 TRPS1 TSC22D2 TSHZ1 TSHZ2 TSNAX TTBK2 TTC28 TTC30B TTC9 TTK TTN TUBB2B TWIST1 TXNDC9 TXNIP TXNL4B UBA3 UBA6 UBASH3B UBE2B UBE2D3 UBE2E3 UBE2Q2 UBN2 UBR1 UBR5 UGDH UNC13C UNC5C USF3 USP25 USP31 USP49 USP53 USP54 USP7 VAMP4 VAV3 VCAN VDR VGLL3 VIRMA VPS13D VSIG10 WASHC4 WDFY3 WDR43 WIPF1 WIPF3 WNK1 WWC2 YBX1 YTHDC2 YWHAQ YY1 ZBTB34 ZBTB43 ZBTB44 ZBTB7C ZC3H12D ZCRB1 ZEB2 ZFC3H1 ZFP36 ZFP36L1 ZFR ZIC3 ZMAT3 ZMIZ1 ZMYM1 ZMYM2 ZMYND11 ZMYND19 ZMYND8 ZNF106 ZNF367 ZNF461 ZNF516 ZNF583 ZNF638 ZNF655 ZNF704 ZNF711 ZNF716 ZNF772 ZNF827 ZNRF3 ZSWIM4 ZWILCH ZYG11B MIR525_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR525_5P AAK1 ABCE1 ABHD2 ACE2 ACSBG1 ALPL ANKS4B ARHGEF12 ASH2L ASRGL1 ATF2 ATP6V1H BACE2 C2orf68 CD28 CDK13 CELF1 CEP19 CERS6 CLCN5 CLTB CNOT1 CREBZF CTNNAL1 CYB5D1 DCUN1D5 DIRAS2 DRP2 EEPD1 ELOVL7 EPHA2 ESF1 ETV5 EXOC6 FAM171A1 FAM78B FBXW11 FUT1 GBP6 GCC2 GIPC3 GMEB1 GTF2H1 HARS2 HEPACAM2 HEYL HIP1 HMGCL HMOX1 HOXA5 HOXD10 ILDR2 ILRUN INPP5K ISM1 KALRN KCNH1 KIAA0930 KPNA1 KRT34 LHX6 LHX8 MAP3K13 MBTD1 MEIOB MICOS10 MLLT1 MPP3 MXD1 MYOZ3 NAB1 NFASC NME6 NTRK3 NUP58 NXPH1 OLR1 OTX2 PADI1 PAFAH1B1 PAK5 PATE4 PCTP PCYOX1 PHF13 PHKA2 PLSCR4 PLXND1 POFUT2 PPARA PPP1CC PPP2R5E PRDM1 PTGFR PTPRB RAP1GAP2 RAPGEFL1 RASGRP1 RB1 RHOU RPGRIP1L RPRD2 RPUSD3 RYK SAR1A SCML4 SCN3B SEC22A SEC22C SEL1L SEPTIN11 SESN3 SETD5 SH3GL3 SKP2 SLC22A15 SLC22A23 SLC25A13 SLC41A1 SMC1A SNRK SNX27 SNX6 SON SPATA6 SPOCK1 SPRED3 STK40 STX3 TAF4B TBC1D22B TGOLN2 TLCD4-RWDD3 TLR7 TMEM87B TNN TNRC6B TRIM33 TSPAN2 TTPAL TUBA4A TULP4 UQCRQ USP15 USP5 VLDLR VPS54 WDR5 WIPF2 ZFP36L2 ZFP90 ZNF177 ZNF182 ZNF333 ZNF550 ZNF559-ZNF177 ZXDB MIR526B_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR526B_3P AAK1 ABCA1 ABCG4 ABHD2 ABI1 ABL2 ACSL4 ADAM9 ADARB1 AFG1L AGFG1 AGFG2 AGO1 AGTPBP1 AHNAK AKAP11 AKAP13 AKTIP AMER2 ANKFY1 ANKH ANKIB1 ANKRD13C ANKRD17 ANKRD29 ANKRD33B ANKRD50 ANKRD52 ANO6 AP2B1 APCDD1 APP ARAP2 ARHGAP1 ARHGAP12 ARHGAP26 ARHGEF10 ARHGEF11 ARHGEF18 ARHGEF28 ARHGEF3 ARID4A ARID4B ARMC8 ATAD2 ATG16L1 ATG2B ATL3 ATP12A ATXN1L B3GALT2 BAHD1 BBX BCL11B BCL2L11 BEST3 BHLHE41 BICC1 BICD2 BMPR2 BNC2 BNIP2 BRMS1L BRWD1 BTBD10 BTBD7 BTG3 C14orf28 C2CD2 C2orf69 CALD1 CAMTA1 CAPN15 CAPRIN2 CC2D1A CCDC71L CCND1 CCNG2 CD274 CD69 CDC23 CDC37L1 CDKN1A CENPQ CEP120 CEP170 CEP97 CERCAM CFL2 CHD5 CHP2 CHRM2 CLIP4 CLOCK CMKLR1 CMPK1 CMTR2 CNOT4 CNOT6L CNOT7 CNRIP1 CORO2B CPEB3 CREB1 CREB5 CROT CRY2 CRYBG3 CSRNP3 CTSA CTSK CXCL6 CYBRD1 DAB2 DCBLD2 DCUN1D1 DDHD1 DDX5 DENND10 DENND5B DERL2 DNAJB9 DNAJC16 DNAJC27 DNAL1 DOCK4 DPYSL2 DPYSL5 DRD1 DUSP2 DUSP8 DYNC1LI2 E2F1 E2F5 EEIG1 EFCAB14 EGLN3 EGR2 EIF4A2 EIF5A2 ELK3 ELK4 EMSY ENPP5 ENTPD4 ENTREP2 EPHA4 EPHA5 EPHA7 EPS15L1 ERAP1 ERC1 EREG ETV1 EZH1 F3 FAM117B FAM13A FAM13C FAM199X FAM210A FAM219B FASTK FAT2 FAT4 FBXL3 FBXL5 FBXO21 FBXO31 FBXO48 FCHO2 FEM1C FGD4 FGD5 FJX1 FLT1 FNBP1L FNDC3B FOXJ3 FOXK2 FRMD6 FRS2 FSD1L FYCO1 FZD3 GAB1 GABBR2 GLIS3 GNB5 GNPDA2 GNS GOLGA1 GOSR1 GPATCH2 GPR137B GPR137C GPR6 GPR63 GRAMD1A GUCY1A1 GXYLT1 HAS2 HAUS8 HBP1 HECTD2 HEG1 HIF1A HLF HPS5 HS3ST5 HSPA8 HTR2A HYCC2 IGSF10 IL1RAP IL6ST IQSEC2 IRF1 IRF9 ISM2 ITGA4 ITGB8 ITPRIPL2 JAK1 JPT1 KAT2B KATNAL1 KCNB1 KCNJ10 KCNK10 KIAA0513 KIAA1191 KIF23 KIF26B KIF3B KLF11 KLF12 KLF9 KLHL15 KLHL2 KLHL28 KMT2A KMT2B KMT5B KPNA2 L3MBTL3 LAMA3 LAPTM4A LASP1 LCOR LDLR LDLRAP1 LHX6 LIMA1 LIMK1 LMO3 LPGAT1 LRCH1 LRIG1 LRP8 LRPAP1 LRRC55 LYPD6 LYST LZIC MAGI3 MAP10 MAP3K14 MAP3K2 MAP3K8 MAP3K9 MAPK1 MAPK4 MAPRE3 MARCHF8 MASTL MCF2L MCL1 MED12L MEX3D MFAP3L MFN2 MFSD8 MIDN MINK1 MKNK2 MKRN1 MMP2 MMP24 MOSMO MTMR3 MYLIP MYNN MYO5B MYT1L NAA30 NABP1 NACC2 NAGK NANOS1 NAPEPLD NBEA NCKAP5 NCOA3 NDEL1 NEDD4L NEUROG2 NFAT5 NHLRC3 NIBAN1 NIN NIPA1 NKIRAS1 NPAS2 NPAS3 NPAT NPLOC4 NR2C1 NR2C2 NRIP3 NTN4 NTNG1 NUP35 OCRL OLFM3 ORMDL3 OSM OSR1 OSTM1 OTUD4 OXR1 P2RX4 PAK5 PANX2 PAPOLA PAPOLB PARD6B PBX3 PCDH15 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHAC1 PCDHAC2 PDCD1LG2 PDE3B PDGFRA PDLIM5 PEX5L PFKFB3 PFKP PGBD5 PGM2L1 PHC3 PHIP PIK3R1 PITPNA PKD1 PKD2 PLAGL2 PLCB1 PLEKHA3 PLXDC2 PLXNA1 PPP1R15B PPP1R21 PPP1R3B PPP3R1 PPP6C PRCP PRDM6 PRR14L PRR15 PRRG1 PSD PSG3 PTGDR PTHLH PTPDC1 PTPN21 PTPN3 PTPN4 PTPRD PURB PXK RAB11FIP1 RAB11FIP5 RAB12 RAB22A RAB5B RAB8B RACGAP1 RAP2C RAPGEFL1 RAPH1 RASD1 RASGRF2 RASL11B RB1CC1 RBBP7 RBL2 RCCD1 REEP3 REPS2 REST RETREG2 RETREG3 REV3L RGL1 RGMA RGMB RHOC RLIM RNASEH2B RNF128 RNF6 ROCK2 RORA RORC RPS6KA4 RPS6KA5 RPS6KA6 RRAGD RRM2 RSRP1 RUFY2 RUNX3 S1PR1 SACS SALL1 SALL3 SAMD12 SAMD8 SAR1B SCN1A SEMA4B SEMA7A SEPTIN2 SERF1A SERF1B SERP1 SERTAD2 SESN3 SFMBT1 SGMS1 SH3BP5 SH3PXD2A SIKE1 SLAIN2 SLC16A6 SLC16A9 SLC17A7 SLC22A23 SLC24A2 SLC33A1 SLC40A1 SLC45A4 SLC46A3 SLC49A4 SLC4A8 SLITRK3 SLMAP SMAD4 SMAD5 SMOC1 SMOC2 SNTB2 SNX16 SNX8 SOCS6 SORL1 SOS1 SOX4 SPOPL SPRED1 SPTY2D1 SQSTM1 SRCIN1 SRGAP1 SRPK2 SSH1 SSH2 SSX2IP ST3GAL1 ST6GALNAC6 STAT3 STK11 STK17B STK38 STRIP2 STXBP5 STYX SUCO SUSD6 SYTL4 TAFA1 TAGAP TANC1 TAOK1 TAOK3 TBC1D20 TBC1D8B TBC1D9 TENM1 TET1 TET3 TFAM TGFBR2 TGM2 THRA TIAM1 TM2D2 TMBIM6 TMEM100 TMEM127 TMEM138 TMEM167A TMEM168 TMEM265 TMEM64 TMX3 TNFAIP1 TNFRSF21 TNKS1BP1 TNKS2 TOPORS TP73 TPRG1L TRAPPC14 TRDN TRIM3 TRIM36 TRIM37 TRIP10 TRIP11 TRPV6 TSG101 TXNIP U2SURP UBE2Q2 UBE3C UBXN2A UEVLD ULK1 UNC80 UNK UNKL URI1 USP24 USP28 USP3 USP31 USP32 USP46 USP6 UTP23 UXS1 VANGL1 VASH2 VLDLR VSX1 WDFY2 WDFY3 WDR37 WFS1 WNK3 XRN1 YOD1 ZBTB18 ZBTB20 ZBTB21 ZBTB33 ZBTB4 ZBTB41 ZBTB7A ZBTB8A ZBTB9 ZC3H12C ZDHHC1 ZDHHC9 ZFAND4 ZFP91 ZFPM2 ZFYVE26 ZFYVE9 ZHX2 ZNF148 ZNF236 ZNF25 ZNF264 ZNF280B ZNF367 ZNF512B ZNF597 ZNF652 ZNF704 ZNF800 ZNF827 ZNFX1 ZSCAN20 ZXDA MIR526B_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR526B_5P ACSS2 ACTR3C AGXT2 AHCYL2 AKAIN1 ALMS1 ANKRD42 APBB2 CASD1 CCDC157 CD200R1 CDKN2AIP CHST15 CPA6 CR2 CREB1 CWC27 DNAJC21 DNAJC25-GNG10 DTX3L EPHB1 ERLEC1 EXT2 FGD4 FKTN FUT9 GABRG1 GABRG2 GCLM GFRAL GNG10 GRIA4 GRIK2 HDAC2 HENMT1 HHIP HMG20A HSD11B2 IDS KIAA0319 KLHDC1 KTN1 LEPROTL1 LPAR1 LPL LRIF1 LYPLA1 MBNL3 MKLN1 MLLT3 MTMR9 NAP1L3 NDFIP1 NEDD4L NLGN1 NLRC3 NME6 NPR3 NR1H4 NSF PAFAH1B1 PANK3 PCP4 PDIA6 PHF6 PKP2 POU2F1 PPHLN1 PSME3 PTPN14 RAP1A RARB RBL2 RIMBP3B RIMKLB RNF217 RPRD1A RPS6KA5 RPTN SCAMP1 SEMA5A SH2D2A SLC13A4 SLC35F5 SLCO4C1 SPTSSA SRD5A3 ST13 STAM TAFA1 TANC2 TASOR TBX21 TFPI THAP6 THBS1 TMPRSS15 UBE2V2 UNC5C VKORC1L1 WNK1 ZFP91 ZNF124 MIR532_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR532_3P ADCYAP1R1 ALCAM ANKRD12 ATP1A2 BCL9 BET1 C1orf21 C22orf46P CDKL5 CHD3 CHKA CLMP CLSPN CSF1 CYB561D1 CYRIA CYTH1 DCAF6 DDOST DTX4 EFNA5 ELAVL4 ELOVL3 EXOSC3 FAM168A GALNT10 GALNT6 GLP1R GPR182 GSG1L GSPT1 GUCY1A1 HMGA2 HNRNPH2 HNRNPH3 IBA57 KDF1 KLHL12 KMT2A KPNA6 LBH LDLRAD4 MMP16 MRPL49 MYB NFASC NIPBL NWD1 PAPPA PAX5 PDE7A PEA15 PHF20L1 PRDM16 PRKAR2B PRKCA PSD PTP4A1 QKI RBM7 RPL36A-HNRNPH2 RPRML RRM2 SLITRK2 SPCS2 SUMO1 SZRD1 TEAD3 TENT4B TET3 TMEM100 TNRC6B TRABD2B TRPV3 TSPOAP1 WDFY3 WDR36 ZBTB10 ZFP90 ZFP91 ZFX ZGLP1 ZNF514 ZNF543 MIR532_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR532_5P AASS ADAM22 AHSA2P ARID2 ATP13A3 ATP8A1 BHLHE41 BICC1 BICDL1 CCNG1 CDO1 CIBAR1 CNTN5 COG5 COLCA1 CPEB3 CXCL1 CXCL2 CYCS DENND6A EPC1 EPHA4 FHIP2A FOXP1 FRS2 GCC2 GPATCH2L HECTD2 HYCC2 IRS2 KRAS LCA5 LIN9 MDFIC MINDY2 NCF2 NDP NR1I2 NR5A2 PARD3 PCDHB10 PCGF3 PDS5B PTPRJ PWWP2A RAB11A RABIF RAP2A RASSF5 RAVER2 RCOR1 RGPD4 RGPD5 RGPD6 RGPD8 SEPTIN14 SESTD1 SI SKIL SLC25A46 SLC5A3 SMARCC1 SNX16 SPATA5L1 SPATS2 SPIRE1 SRSF12 SUCLA2 SUCLG2 SVOPL TAB3 TAP1 TMED7 TRHDE TTC14 TUBD1 VPS13C XPO4 XRCC5 ZRANB3 MIR539_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR539_3P ABHD17B ADAMTS5 ADCYAP1 AKAP1 ALDH18A1 ANK3 APRG1 ARHGAP20 ARID1A ARID4B ARL17A ASAP2 ASXL1 ATP1B1 AUTS2 AZIN1 BBS9 BCOR C10orf88 C22orf39 CACNA1B CAMSAP1 CCDC68 CCDC85A CD36 CD46 CDC14A CDH13 CDH15 CDH19 CDK14 CDK16 CDYL CEP170 CEP192 CEP41 CKAP5 CNR1 CPED1 CREBRF CTBP1 CTPS2 CUL3 DAGLA DCAF10 DENND1B DIAPH1 DLC1 DMXL2 DNAAF10 DNM1L DYNLT5 EDNRA EFCAB5 ELAVL2 ENY2 FAM133B FAM168A FAM222B FAM76A FBN2 FCHO2 FGF1 FMO3 FOXN3 GABRA4 GALC GALNT1 GDA GDAP2 GIGYF2 GLRX3 GNB1 GOLGA6C GOLGA8A GOLIM4 GPAM GRIA4 GRID1 GRM6 GTF3C3 HACE1 HCN1 HDAC4 HNRNPA3 HOOK3 HS3ST3B1 ILRUN ITM2A JAG1 KATNBL1 KBTBD8 KCNQ5 KIF21A KLF6 KMT2C KMT5A LCORL LEPR LGALS8 LIPT2-AS1 MAGEE1 MAP2K1 MCU MEI4 MGARP MITD1 MPHOSPH8 MTM1 MTTP MUC15 MYO1E MZT1 NAALAD2 NAT8L NECTIN3 NFIX NLK NR1D2 NRF1 NRG1 NRXN1 NSMCE4A NWD2 NXPH1 OTUD4 P4HA3 PCDH18 PCDH7 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHAC1 PCDHAC2 PCGF3 PCNP PDCD6IP PDE10A PDIA6 PDZD2 PEAK1 PEX5 PI4K2A PIGK PISD PLA2G4A PLCL2 PMP2 PNN POLR3GL PPARGC1A PPM1A PPP3R1 PPP4R4 PROX1 PRRC2C PTPN2 PUM2 RAB21 RAB38 RAI2 RALGAPB RC3H1 RCN2 RIOX1 RLN1 RNF145 RNF146 RNF220 RORA RUFY2 RUNX2 RYR2 SAXO1 SEMA3C SIRT1 SLC26A3 SLC40A1 SLC49A4 SLC7A14 SMG1 SMPX SNAI2 SP3 SPRED2 ST6GAL2 STEAP2 STK35 SYPL1 TANC1 TANC2 TBX15 TENM1 TENT2 TMEM184B TMEM67 TMSB10 TNPO1 TPGS2 TPH2 TPP2 TRIB2 TSHZ3 TTI2 UBE2Q1 UBR3 UGT8 ULBP1 UNC80 WDR35 WDR7 WFDC6 XG YPEL4 ZBTB21 ZC3H13 ZFAND5 ZNF124 ZNF233 ZNF397 ZNF454 ZNF749 ZNHIT6 MIR539_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR539_5P AADACL4 AAK1 ACKR3 ACSL6 ADAM12 ADAM22 ADD3 AEBP2 AGO3 AHRR ALDH6A1 ALX1 ANKRD62 ANO1 ANO3 APEX1 APH1A APOL4 ARID5B ARL5A ARL8B ARPP19 ASPH ATF6 ATF7IP ATOSA ATP6V1A ATP8A1 ATPSCKMT AZI2 B3GLCT BACH2 BANK1 BASP1 BCL11A BCL6B BEND4 BLCAP BLZF1 BROX BSN BTBD7 BTLA C17orf97 C18orf54 C1orf141 CAAP1 CADPS2 CAMK1D CAMSAP1 CBX5 CCDC141 CCDC186 CCDC50 CCDC91 CCNYL1 CD1E CD2AP CD93 CDCA7L CDK6 CEP97 CFAP52 CHIC1 CHORDC1 CHSY3 CILK1 CLASP2 CLVS1 CMAS CNOT7 CNTNAP4 COPA COX19 CREBL2 CRIPT CSE1L CSRNP3 CSTA CUL2 CXCL14 CYP3A7-CYP3A51P DCX DDHD1 DENND1B DIXDC1 DLG4 DNAH6 DNAJC10 DNAJC27 DNAJC6 DNAL1 DPH2 DPY19L1 DSCAML1 DSG2 DST EBF3 EFEMP1 ELAVL1 ELK1 ENC1 EPG5 EPHB1 ESRRG ETAA1 ETV1 EYA4 F8 FAHD1 FAM111A FAM135A FAM205A FBXO30 FBXW11 FGF13 FMN1 FMNL3 FNIP1 FRS2 FZD3 GABPA GABPB1 GABPB2 GABRA4 GALNT7 GAS2 GDAP2 GLO1 GNAO1 GNG12 GPR155 GPRC5B GRK5 GSPT2 HCN1 HDAC1 HNRNPF HNRNPK HNRNPU HOMER1 HOOK3 HS2ST1 HSPB1 HSPE1 HYCC2 IDE IDI2 IKZF3 ING3 INO80D IP6K1 IPCEF1 ISM1 ITGAM ITGB6 ITGB8 JCAD JTB KAT7 KBTBD6 KCNB1 KCND2 KCNG3 KCNK1 KCNK9 KCNMB2 KCTD11 KDM6A KDM7A KDSR KIAA0232 KIAA1191 KIF5B KLF12 KLF6 KLHL14 KLRG1 KRTAP11-1 KRTAP3-2 LAMA4 LAMC2 LATS1 LECT2 LHX1 LIFR LILRA1 LNPK LPP LRATD1 MAEA MAGI2 MAP2 MAPK8 MARK2 MBTD1 MEGF11 MEIOC METTL15 MFAP5 MMP8 MOSPD2 MTF1 MTHFS MYCL NAE1 NALF1 NAV1 NCOA2 NEBL NELL2 NEUROD4 NEXMIF NFIB NFKBIZ NPAT NPL NQO1 NUDT21 OGFOD1 ONECUT2 OPRM1 PABIR2 PABIR3 PAK3 PALM2AKAP2 PAN3 PAPOLA PARP16 PAX7 PCBP2 PCDH15 PCNX1 PDE6H PDE7B PDIA4 PEX13 PHAX PHF3 PIAS2 PIKFYVE PJA2 PKD2 PKHD1 PLCH1 PLEKHJ1 PNMA1 POGK POPDC3 POU2F1 POU5F2 PRICKLE2 PRKAA1 PRRG1 PRSS12 PTK2 PTPN4 PURB RAB2A RAB5A RAD50 RAD54L2 RAD9A RALA RALGPS2 RANBP3L RAPH1 RARRES1 RBM28 RERE RESF1 RNF128 RNF165 RNMT RORA RPGRIP1L RRM2 RSPO2 RUNDC3B RWDD4 S1PR3 SCMH1 SCML2 SEC16B SEC24A SEC62 SEMA3A SESN3 SH3KBP1 SH3TC2 SHTN1 SIK3 SIX4 SLC1A2 SLC22A15 SLC25A37 SLC25A46 SLC2A14 SLC41A2 SLC44A1 SLC5A12 SLC5A7 SLF2 SLITRK2 SMC5 SNAP29 SP1 SPOCK1 SPRED1 SRSF10 SSBP2 ST20-MTHFS ST8SIA1 STEAP2 STMN1 STRBP STRN STX12 SYNPO2 TANC2 TAPT1 TBC1D19 TBC1D5 TBCEL TBK1 TBRG1 TENM1 TENT4B TET1 TFAM TGFBRAP1 TMEM168 TMEM200B TMEM33 TMX1 TNFAIP8 TNFRSF11B TNFSF4 TNRC6B TOR1AIP1 TP53INP1 TP53TG3 TP53TG3B TP53TG3D TRDN TRHDE TRIM5 TRIP11 TRMT112 TTC21B TTC33 UBA5 UBE2H UBE2K UBTF UPK1B USP31 VAMP1 VAX1 VPS36 VSIG10 VWA2 WAPL WBP4 WDR35 WDR44 WNT3 XPR1 XRN1 YTHDF1 ZBTB20 ZBTB41 ZFHX4 ZFPM2 ZFX ZKSCAN4 ZMAT4 ZNF146 ZNF148 ZNF354A ZNF367 ZNF382 ZNF567 ZNF677 ZNF782 ZRANB1 ZSCAN12 ZSWIM5 MIR541_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR541_3P AGO1 AIG1 ALPK3 AMIGO1 ANTXR2 ATG2A BCL7A BDNF CABP2 CACNA1E CASTOR2 CD2 CISD1 COTL1 CPLX4 CTDSP1 CYB5R3 DBH DCN DDR1 DDX17 DIRAS1 DLK1 EDAR ELAPOR2 ENOSF1 EPHA8 GAPVD1 GEM GLP2R GNAS GUCA2B HAX1 HLA-DQB2 HLA-G HOOK3 IRS1 ITM2C JPH4 KCTD15 KIF17 LENEP LHX8 LMOD1 LRFN2 LRTOMT LSM12 LYRM4 MEF2D MGLL MLEC MOCS1 MRAS MTSS1 MYOCD NFATC3 NOVA2 NREP NTRK2 PAPPA2 PARVA PCDHB9 PDIA6 PELI3 PITPNM2 PPP1R1B PRR14L PRX PTPN23 PTPRN RAB11FIP1 RAB1B RANBP10 RBM43 RPTOR SLC25A42 SLC41A2 SLC6A17 SLC6A8 SMG5 SNRPD3 STK38 STMN2 SUPT16H TCOF1 TGM2 THOC7 TMEM11 TMEM178B TNN TSPAN3 TSPAN9 WDR82 XIRP1 YWHAH ZBTB4 ZFHX2 ZGPAT ZNF275 MIR541_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR541_5P ABCB7 ADAMTSL3 ANKRD46 APIP ARFIP1 ASTE1 C12orf75 C18orf32 C8orf34 CAMSAP2 CCDC141 CCDC82 CDH8 CDK6 CEP112 CHD6 CHD8 CLC CLEC6A CLVS2 CNTN3 COPS2 CPA3 CST11 CTDSPL2 DERL1 DGKI DHX33 DHX40 EFNB2 EIF5A2 ENOSF1 FBXO25 FBXO33 FGF14 FRMD3 FRS2 GABARAPL2 GABRG2 GATAD2A GFPT1 GLIPR1 GLTP GNPNAT1 GRM5 GSPT1 IFT52 ING3 JAZF1 KIF3A KPNA1 LPP LRRC7 LRRFIP1 LSMEM2 LUM MAGEB2 MAP4K5 MAPK1 MARF1 MED13 MED14 MEX3A MIPOL1 MYF5 NAP1L1 NCAN NR3C2 NRM NUDT12 NUDT19 PAQR3 PCDHGB7 PICALM PIGM PLXDC2 PM20D2 PRELID3B PRKG2 PRRC2C PTGDR RAD51B RAPH1 RBM17 RHNO1 RNF144A RPL17-C18orf32 RPS6KA3 RUFY2 SAXO2 SCG3 SGTB SLC46A3 SLC7A6 SLFN13 SMNDC1 SOCS4 SPON1 SPRED1 TENM3 TEP1 THAP10 TIGAR TINF2 TM7SF3 TMED7 TMEM161B TMEM248 TMPRSS11A TRHDE UBE2W ULK2 VEZF1 VPS13A VPS13C WNK3 ZNF189 ZNF326 ZNF586 ZNF708 ZNF781 MIR542_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR542_3P ABR AFAP1L1 AHR ALCAM AMMECR1 ANGPT2 ANKRD10 ANOS1 AP3D1 APLF ARMC8 ATP8A2 B3GNT5 BIRC5 BNIP2 BRK1 BTAF1 C18orf25 C6orf47 CA10 CCDC71L CCNT1 CDC5L CILP CLBA1 COA7 COLGALT2 CTCF CTLA4 DCBLD2 DCUN1D1 DDI2 DDX25 EBP ELAPOR2 ELAVL2 EMSY EVC F11 FBN1 FBXO6 FEM1C FHOD3 FIG4 FKBP1B FLRT3 FUT9 FYCO1 GBE1 GDNF GFRA1 GPRIN1 GSTZ1 HAPLN4 HIPK3 HS2ST1 IL33 ITGB1BP1 ITPRIP JADE2 KMT2E KPNA3 LPP LRRC2 LYSMD4 MINPP1 MMAB MPRIP MUC7 MYH9 MYLIP NKX3-1 NXPH2 OSGIN2 PAK3 PAPSS2 PARP12 PDIA6 PELI2 PFKM PHYHIP PIK3R1 PLA2R1 PLEKHA6 PLEKHM3 POU2AF1 PRDM16 PRIM2 PSME3 PTGS2 PUM2 PWP1 RAB44 RBM15B RBPMS RNF114 RPS6KA4 RPS6KB1 RSBN1 RTRAF SEPTIN2 SERPINB8 SH3KBP1 SHISA7 SLC12A2 SLC33A1 SMIM14 SNTB2 SNU13 SPRED1 STC1 SUCLG2 SUN2 SYT17 TBL1XR1 TCF12 TKTL1 TMEM65 TNFSF14 TPGS2 TRNT1 TSC22D1 TSHZ2 UBE2E1 UBE3C UQCR11 USP25 VAPB VPS26A WDR33 YME1L1 YPEL5 ZFHX3 ZFHX4 ZFP28 ZFR2 ZIC1 ZNF618 ZXDA MIR543 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR543 ABHD13 ACVR1C ACYP1 ADAM9 ADGRB3 AHCTF1 AKAP5 AKAP6 AKAP7 ALDH9A1 AMER2 ANKRD13C ANKRD50 ANO5 AQP4 ARHGEF26 ARHGEF3 ARL5A ARNT2 ATG5 ATP10A ATP1B1 AVPR1A B3GALT1 BACH2 BAZ2B BCL6B BIRC6 BMP2K BRD1 C15orf48 C16orf95 C19orf12 C21orf91 C2orf69 C5AR1 CACNB4 CADM2 CALHM4 CASK CBLL1 CCAR1 CCDC112 CCDC117 CCDC141 CCDC28A-AS1 CCDC88C CD163 CD302 CDH2 CDH8 CEP97 CGGBP1 CHML CLOCK CNTNAP3 CNTNAP3B COLEC10 COPS2 COX11 CREB1 CREBRF CREG2 CSRP3 CTDSPL CTSC CTTNBP2NL CYB5R4 CYP26B1 DACH1 DCLK1 DCP1A DHRS9 DHX15 DLX1 DMRT3 DMXL2 DOP1B DPY19L3 DYNC1LI2 E2F7 EEA1 EEIG1 EIF1 EIF4A2 ELOVL2 ENSG00000286190 EPS8 EREG EYA1 FAM117A FAM133B FAM13B FASTKD1 FBXO34 FGF12 FHIP1A FHIP1B FIGN FKBP4 FMNL2 FOXP2 FRYL FZD4 GABRA1 GABRB2 GALNT3 GAPVD1 GATM GBP1 GDA GHITM GID4 GK5 GOLGA6L10 GOLGA6L4 GOLGA6L9 GOLGA8A GOLGA8B GOLGA8H GOLGA8J GOLGA8M GOLGA8N GOLGA8Q GOLGA8R GOLGA8T GPBP1 GPCPD1 GRIK2 GRM8 GTSE1 HECA HEG1 HEY2 HGF HIGD2A HIPK2 HOOK1 HS3ST3A1 HSPA12A ID4 IFT74 IFT80 IKZF5 IL1A ING1 ING5 IQCJ-SCHIP1 IRF5 ITGB8 ITPR2 JMY KAT6A KCNA1 KCNC2 KCNMA1 KCNQ5 KDM5A KIF3A KIN KLF6 KLHDC10 KLHL5 KRBOX5 L3MBTL4 LIFR LINC02693 LMO1 LPP LRATD2 LRRC58 LRRC8D LRRN1 LY75-CD302 LZTFL1 MACIR MANEA MAPK1 MATR3 MCTP2 MDFIC MEGF10 METAP1 METAP2 MFSD2A MIA2 MRPL13 MRPS14 MRPS18C MSI2 MSR1 MTA1 MTARC2 MTCL1 MTF2 MTMR12 MTX2 NAALADL2 NADK2 NANP NFAT5 NMT2 NPM1 NR1D2 NR3C1 NWD2 ONECUT2 OPRM1 OSBPL2 OSBPL3 OSBPL8 OTUD1 PAK5 PCSK1 PCSK5 PDAP1 PDE5A PDZD11 PEAK1 PER3 PF4V1 PHIP PIAS1 PKD2 PLA2G4A PLAG1 PLEKHA8 PLXDC2 PPA1 PPP2R2C PPP3R1 PPP4R2 PPP4R3B PREX2 PRKG1 PRTG PSG9 PSIP1 PTPN4 QKI RAB11A RAB30 RABGEF1 RABL3 RASAL2 RASSF10 RBM26 RBM46 RBM47 REPS2 RNF13 RNF6 RNF7 RORA RP2 RPE65 RUFY2 SAMD5 SCG2 SEL1L SELENOT SERPINI1 SH3GLB1 SH3TC2 SIPA1L1 SIRT1 SIX2 SLC10A7 SLC12A5 SLC16A6 SLC25A21 SLC38A4 SLC39A12 SLC7A11 SNAPC3 SNX18 SORD SPTY2D1 SRSF7 SS18L1 ST6GALNAC3 STRBP STT3B TAX1BP1 TBC1D1 TBC1D9 TCERG1 TCF7L2 TESMIN TEX2 THUMPD1 TMEM252 TMEM263 TMF1 TNFSF11 TNPO1 TRIM23 TRMT9B TRPM7 TTBK1 TWIST1 TXK TXLNA UBA2 UBE2W UFD1 UNKL VBP1 VIP VPS13B WASF1 WASL WNK3 WNT16 YBX3 YTHDC1 ZBTB34 ZBTB43 ZDHHC3 ZFAND4 ZFHX4 ZNF131 ZNF280D ZNF345 ZNF367 ZNF419 ZNF566 ZNF597 ZNF704 ZNF711 ZNF74 ZZZ3 MIR544A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR544A AAK1 ABCD3 ABHD10 ABI1 ADGRL3 AEBP2 AKAP5 AMER2 APPBP2 ARF6 ARHGAP20 ARRDC4 ASTN1 ATP11A ATP2A2 ATP6V1D AZIN1 BIRC6 BMPR2 BNC1 BRMS1L C14orf132 C17orf67 C6orf62 CACNB4 CASP7 CBFA2T3 CCL13 CDH1 CDKN2AIP CDR2 CEACAM7 CEP20 CHURC1 CISD2 CLCF1 CNTN3 COL19A1 COL5A1 COMMD2 CRIM1 CSDE1 CTDP1 CTTNBP2NL CYP19A1 DARS1 DARS2 DCP1A DCP2 DDX5 DENND10 DNAJC1 DNM1L DUSP2 DUSP26 EBF2 ENAH ENPP5 ETV5 FAM98A FAT4 FBRSL1 FLNB FLRT1 FMN1 FOXO1 FUT9 GALNT3 GAN GLTP GPATCH2L GTF2A2 GTF2H1 GTPBP10 GUCY2C HERPUD1 HGF HMGA2 HTATSF1 HTR3D HYCC2 IKZF2 IPO5 KALRN KBTBD4 KCNJ3 KDM3A KIF13A KLF3 KRT6A LACTB LPAR1 LTN1 LYRM2 LYST MAP2 MAP3K1 MED13L MIS18BP1 MRPS30 MSANTD2 MTMR12 MYO1D MYORG NAPB NARS2 NCAM2 NCOA3 NELL2 NFIB NIPA2 NIPBL NKX6-2 NOD1 NUFIP1 NUFIP2 NWD1 ORC4 OSBPL8 PAK5 PALD1 PARPBP PAX9 PCLO PDCD6IP PERP PHF3 PHIP PI4K2A PLEKHG1 PLK2 PLPPR4 PLSCR5 PNISR POLH POLR1E POLR3E POLR3G POU3F2 PPM1A PPP2R3A PUM3 PWWP3B RAB37 RAD51D RAP1GAP2 RAP2A RAP2C RASSF10 RELN RET RNF214 SACS SAMD4A SAR1A SCN8A SDHD SDK1 SEPTIN9 SERPINA9 SESN3 SLC10A2 SLC22A1 SLC25A22 SLC35G2 SLC39A10 SLC41A2 SLC5A3 SMAD4 SOCS7 SPRY1 SREK1IP1 SRSF2 STBD1 STMN2 STRIP2 SUSD6 SYNPO2 TBCK TBL1X TDRP TEAD1 TENM4 TGFBR2 TIMP2 TMED5 TMEM167A TMEM260 TMEM62 TMEM67 TNFAIP8L3 TNPO1 TOX TPM1 TSC22D2 TSHR TTC14 TUT4 UBE2L3 USP12 USP8 USP9X VAMP4 VCPIP1 VEGFD WARS2 WDFY3 WDR1 XIRP2 XYLT1 ZBTB34 ZNF234 ZNF236 ZNF471 ZNF518A ZNF695 ZNF704 ZNF737 ZNF853 MIR544B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR544B ABCC5 ABCG8 ABHD3 ACTL6A ADA2 ADAM10 ADAM8 ADAMTS15 ALDH6A1 AMIGO1 ANKRD33B ANO3 AP4E1 ARID1A ARIH1 ARMC1 ARNT ARPP19 ARRDC4 ARSD ATP11C ATP2B1 BCL2L2 BLMH BLTP3A BMP2 BRMS1L C1orf210 CACNA1I CACNG3 CACUL1 CAND2 CASKIN1 CASP6 CBX2 CCDC13 CCDC57 CCDC62 CCDC96 CCND2 CEP164 CEP20 CEP85 CHFR CHIC1 CHST14 CIAO2A CMTM7 CNNM2 COL4A2 CORO2A COX20 CREM CUL1 CYB5R4 DCAF12L2 DHX35 DICER1 DMRT3 DMXL1 DNAJC27 DOCK11 ELAVL1 ELFN2 ELMOD2 ELOVL1 EML1 ENTPD4 ERCC6L2 ERVH48-1 ESRRG ESYT1 FAM118A FBN3 FBXO45 FEN1 FNTB FOXK1 FSD1L FYCO1 GLT8D1 GMCL1 H2AZ1 HAPLN4 HDAC6 HDAC7 HDLBP HDX HEPH HIP1 HMOX2 HNF4G HOMER1 HTATIP2 HTT IGDCC3 IGF2BP3 INSR IPMK IPO9 IRF2 IRGQ IRS1 IRX2 ITGA1 JAKMIP3 KCNIP3 KCTD15 KIAA1671 KIF21A KLC4 KLF13 KLHL28 KLHL6 KMT5C LDB2 LIMD1 LOXL3 LOXL4 LPP LYN LYSET MAP3K1 MAP3K3 MAPK8IP3 MBD3 MEMO1 MGA MICOS10 MINPP1 MMP14 MMP24 MYCBP2 MYT1 NCOA3 NDST3 NR6A1 NUFIP2 OR51E1 PAN3 PBX2 PCGF3 PCTP PDE3B PIP4P2 PIP5K1A PITPNC1 PLCXD3 PLEKHG4B PLXNA2 PLXNA4 PPP2R3A PPP3CA PPP4R3B PPP6R3 PSME3 PTGR3 PTK2 PTPN1 PTPN7 PUS1 RAB11FIP2 RAB32 RAD54L2 RASSF5 RBM41 RBM7 RETREG2 RGL1 RPEL1 RPS6KL1 SCML2 SECISBP2L SEMA4C SGPL1 SH3BP4 SHISAL1 SLC14A1 SLC26A6 SLC2A12 SLC38A7 SLC44A1 SMARCC1 SMARCD1 SOS2 SP110 SPATA5 SPG11 SRC STK4 TAFAZZIN TBC1D9B TENT4B TEX38 TGFBR2 THRB TINF2 TM9SF4 TMEM41B TRIL TRPV3 UBFD1 UBR3 UHRF2 USP33 VDR WASHC4 WSCD2 XPNPEP3 ZFYVE28 ZIC3 ZNF264 ZNF322 ZNF558 ZNF609 ZNF616 ZNF646 ZNF704 ZNF76 ZNF841 MIR545_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR545_3P ABCC5 ABHD17B ADAM23 ADAMTS16 ADIPOR1 AGO4 AKAIN1 ALS2CL AMFR ANK2 ANK3 ANKDD1B ANKIB1 ANKRD50 ANKRD55 ANKRD7 APBB2 APOD ARGLU1 ARHGAP18 ARHGAP24 ARHGAP42 ARID3B ARIH1 ARL4A ARRB1 ARRDC3 ATAD2B ATG14 ATP2B4 ATP6V1G2 ATXN1L AUTS2 AVL9 BCAT1 BCCIP BICD2 BMPR2 BNC2 BRCA1 C1GALT1C1 C1orf74 CACNA1B CADM1 CALCRL CAMK2B CAMK2D CASKIN1 CAV1 CBL CBX2 CCDC25 CCDC77 CCDC89 CCPG1 CDC42SE2 CDK12 CDK19 CDKN2AIP CEACAM5 CEBPZ CELF2 CEP57L1 CEP97 CERS6 CHD7 CHN2 CHUK CIT CLDN23 CLTCL1 CNIH4 CNR2 COL19A1 COL3A1 COL4A1 COL6A5 CPEB3 CPPED1 CPSF6 CREBRF CRISPLD2 CRK CSNK1G3 CTNNB1 CTTN CUL3 CXCL16 CYP26B1 CYRIA CYSLTR1 DBX2 DCLK1 DCUN1D5 DDX3X DDX42 DENND5A DGKH DIP2C DLEU7 DNM3 DOCK10 DOK6 DPH3 DPY19L1 DPY19L4 DR1 DSEL DUSP1 EFR3A EGR3 EIF4E EIF4E3 ENTPD4 ETV1 FAM110C FAM174A FAM43A FAM91A1 FBLN2 FBXO30 FBXO45 FGD4 FGF2 FGFR1 FLRT2 FOXD2 FOXN2 FZD6 G3BP2 GABRG3 GCC2 GCLC GK5 GNAI3 GNB1 GOSR1 GPATCH8 GPR6 GRIA3 GRIK3 HASPIN HECTD1 HMGCS1 HNRNPR HRK IL4R ILDR2 INO80D INTS6 IPPK IRF8 ISL1 JAZF1 JPH1 KBTBD11 KCNA2 KCNC4 KCNV1 KCTD4 KIDINS220 KIF13A KIF1B KIF21B KLHL15 KMT5B KRIT1 LGI2 LMO4 LPGAT1 LRIG1 LRIT3 LRP1 LRP12 LRP1B LRRC42 LRRC51 LUC7L LYVE1 MAF MAGEB16 MAP3K7 MAPK8 MATCAP2 MDM1 METTL14 MEX3B MEX3D MFAP5 MFSD4B MGAT4A MIDEAS MIEF1 MKX MOB1B MOSMO MRPL50 MRPS28 MS4A13 MTX3 MYEF2 MYLK MYRFL N4BP2 NCOA3 NDRG4 NEDD4L NPAS3 NR1D2 NR3C1 NRCAM NRP2 NUFIP2 NUP133 NUSAP1 ONECUT2 OSBPL11 OSBPL6 OTUD1 PAFAH1B2 PALLD PAPPA PCDH19 PCDHB10 PCDHB14 PCDHB6 PCDHGA11 PCGF3 PDE10A PDE4D PDZD8 PEAK1 PEX5L PFN2 PIAS2 PIK3R1 PIP4K2C PIWIL4 PKP4 PLAG1 POLQ POTEM PPA1 PPM1B PRKD3 PRKG2 PSEN1 PSG1 PTAFR PTBP3 PTCH1 PTGDR2 PTMA PTPRK PURB PZP RAB11FIP2 RASA1 RAVER1 RBBP6 RBL2 RBPJ RC3H1 RCOR1 RDX REEP1 RELN RFX7 RIC1 RIF1 RLN2 RMI1 RNASEL RNF38 RPF1 RRM2B RSRC1 RTL5 RYR2 SAMD12 SCAF4 SCAI SCD5 SCO1 SCYL2 SDHAF3 SEC14L1 SECISBP2L SENP7 SEPTIN11 SEPTIN2 SETD3 SHCBP1 SHOC2 SHOX SLC14A1 SLC16A1 SLC25A12 SLC35A5 SLC41A2 SLC45A4 SLIT2 SMAD1 SMIM13 SNAI2 SNAP25 SNIP1 SNTG1 SNX2 SNX29 SOCS6 SORBS2 SOS2 SPDYE5 SPTBN1 SRD5A1 SRP54 STK38L STX6 STXBP5 STXBP6 SUMO3 SYT11 TASOR2 TBC1D19 TBC1D2B TBC1D8 TBC1D8B TBL1XR1 TCAF2 TCF7L2 TDRKH TESMIN TFDP1 TGDS TGIF2 THSD7A TIPARP TLCD4 TMEM154 TMEM215 TMPRSS11D TNFSF13B TNKS2 TNRC6B TOX TP53BP1 TPD52L3 TRAF6 TRIM33 TRIM66 TRIP12 TUBGCP3 UBE2D1 UBE4B UBR3 UBR5 UBTD2 UHMK1 UNC5C USO1 USP15 USP31 USP37 USP9X USP9Y VCPIP1 VTI1A WEE1 YWHAE ZBTB44 ZC3H6 ZC3HAV1 ZCCHC3 ZFHX4 ZNF280C ZNF621 ZNF622 ZNF704 ZNRF3 MIR545_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR545_5P ABAT ACTN1 ACVR1C ADAM23 ADORA2B AGL AHNAK AKAP11 AKAP6 AKIRIN1 ALCAM AMMECR1 ANGEL2 ANGPTL1 ANK1 ANKRA2 ANKS1A ANTXR1 AP3B1 APBB2 ARF4 ARHGEF12 ARHGEF38 ARL8B ARMC1 ARMC2 ARMC8 ASAP1 ATAD2B ATF7IP2 ATG12 ATP10B ATP1B1 B3GALNT1 BACH1 BCL11B BCL2L15 BCLAF1 BDNF BIRC6 BMI1 BNIP3L C14orf39 C1orf198 C4orf3 C7orf31 CACNA1I CACNA2D1 CACNB4 CAPZA1 CCND2 CCSER2 CCT8 CD58 CDC73 CDKL5 CDS1 CDV3 CELF2 CEP70 CFL2 CHD9 CHST1 CNOT4 CNOT8 COL4A4 COMMD3-BMI1 CPB2 CPEB1 CRISP3 CSDE1 CTCFL CUL4B CXCL8 DACH2 DCAF17 DCLK1 DDIT4 DDX3X DDX5 DENND1B DET1 DGKH DIMT1 DIO2 DIPK2A DNAJC6 DNAJC7 DOCK4 DPY19L4 DR1 DUSP8 E2F5 ECM2 ELK3 ENTPD1 EPHA5 ERMP1 ERP44 ETFRF1 EYA4 FAF2 FAM221A FBXL14 FGL2 FMN2 FOXJ3 FRK GABPA GABRA4 GAPT GATA6 GBP7 GCLC GET4 GFRA1 GGH GNAI3 GNG12 GNPNAT1 GORAB GPAM GPATCH2L GPR82 GTF3A HDHD5 HIBCH HINT3 HIVEP1 HNF1B HOOK3 HSPA9 IDS IKZF1 IKZF2 IL17RD IMMT INSYN2A ITM2C KATNAL1 KIF2A KPNA1 KPNA3 LATS2 LFNG LGALS8 LGALSL LIPT2-AS1 LMBR1 LRRIQ4 LRRTM3 LYST MAB21L2 MAMDC2 MANEA MAP3K1 MAPK1 MAPK6 MAPK8 MARCHF7 MBNL1 MED12L MED13 MED13L MINDY3 MIPOL1 MIS12 MMD MMP28 MORC3 MPP7 MPZL2 MRPS30 MYLIP MYO5C N4BP2 NAA15 NBEAL1 NDUFA12 NDUFB6 NDUFS1 NEFL NEK4 NFIC NIN NMT2 NPFFR2 NRAS NSD2 NUFIP2 OLFM3 ORC3 OSBPL10 PAIP2 PAK6-AS1 PANK1 PAXBP1 PBLD PCDH11X PCDH7 PCDHB11 PCGF5 PCSK6 PDK4 PDS5B PGR PHAX PHF20L1 PHF3 PHIP PKD1L1 PLAAT1 PLAAT2 PLAC8 PLEKHO2 PLXNA1 PPA2 PPAT PRICKLE2 PRR11 PTAR1 PTPN21 QKI RAB11FIP1 RAB8B RALGDS RAP1A RAP2A RAPGEF6 RAPH1 RASGRP1 RBM33 RCAN1 RCN2 REEP3 RELA REV1 RNF111 RNFT1 ROCK1 RRP1B RYBP SAMSN1 SAP30 SC5D SDE2 SEPHS2 SETD2 SETD5 SFPQ SGIP1 SGPP1 SLAIN2 SLC10A3 SLC12A6 SLC16A9 SLC27A6 SLC30A4 SLC30A9 SLC33A1 SLC35D3 SLC44A1 SLC6A15 SMARCE1 SNAP91 SPINK7 SPOCK3 SSH2 STC2 STX16 SUN1 TBX5 TCIM TM9SF3 TMCC1 TMED9 TMEM258 TMEM33 TMTC4 TOB1 TPBG TRAFD1 TRDN TSC22D1 TSGA10 TSPAN12 UBE2D1 UFM1 UGT2A3 UNC80 UPRT USP24 USP34 VAMP2 VPS36 VWC2 WDFY1 WDR26 XK YBX3 YLPM1 YOD1 YWHAE ZBTB39 ZCCHC2 ZMYM2 ZMYND11 ZNF182 ZNF432 ZNF454 ZNF493 ZNF695 MIR548AA_MIR548AP_3P_MIR548T_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR548AA_MIR548AP_3P_MIR548T_3P AAK1 ABCD3 ABHD17B ABI2 ABTB2 ACBD3 ACER2 AEBP2 AFF4 AFG3L2 AGO2 AGPAT1 AGPAT3 AGTPBP1 AGTR2 AJUBA AK1 AKAP11 ANGEL2 ANKRA2 ANKRD17 ANKRD28 AP1AR ARAP3 ARFGEF3 ARHGAP28 ARHGAP32 ARID1A ARL5A ARL8B ARMH4 ASCL1 ATAD1 ATG4C ATM ATP1B4 ATP2B4 ATP6V0A2 BACH2 BAHCC1 BBS12 BCL11B BEND4 BIRC5 BIRC6 BMP1 BMPR1A BNC2 BRWD1 BTBD10 BTF3L4 C11orf58 C18orf54 C1QTNF9 C1QTNF9B C1orf21 C2CD2 C5orf24 C6orf62 CADM2 CALCRL CARF CBFB CBLL1 CBX5 CBX6 CCDC102A CCDC88A CCNA2 CCND2 CCR1 CDC14B CDC42BPA CDK12 CDK14 CDK17 CDS2 CDYL2 CERS3 CHD4 CHIC1 CHN2 CHRM3 CHSY1 CIPC CITED2 CLDN8 CLOCK CMPK2 CNOT2 CNOT7 CNOT9 CNTN5 COBLL1 COG6 CPNE4 CPSF6 CREB1 CREBBP CRISPLD1 CSNK2A1 CSNK2B CTDSPL2 CTNNA3 CTTN CXCL6 CYCS CYLD DACH1 DCBLD2 DCUN1D4 DDHD2 DDX17 DDX5 DDX6 DIS3L2 DISC1 DLX3 DMD DNAJB14 DNMT3B DPP10 DPY19L1 E2F6 EBPL EID1 EID2 EIF4E3 EIF5A ELMOD2 ELN ELOC EPB41L3 EPHA5 EPHA7 EPN2 ERBB4 ERI1 ERMP1 ERO1B ETV5 EXTL2 FAM104B FAM124B FAM168A FAM169A FAM171B FAM210B FAM222B FBN2 FBXL3 FBXO22 FBXO33 FBXO41 FGD4 FHIP1A FNBP1L FOXN2 FOXN3 FOXO1 FUBP3 FUNDC2 FYB2 FZD3 GAB1 GABPA GABRA4 GABRB1 GABRG1 GALK2 GALNT4 GAN GEMIN5 GFM1 GLCE GLIPR1 GLIS1 GNB2 GOLIM4 GPR180 GPR82 GPRC5B GRIK3 GRM5 GRM6 GRPEL2 GSE1 GTF3C4 GUCY1A2 HDAC9 HEG1 HIPK1 HIPK2 HIRA HNRNPA3 HOXB7 HOXC8 HS2ST1 HSPA14 HSPE1-MOB4 HTATSF1 IDE IGFBP5 IGFBP7 IKZF1 IL1RAP ING3 INPP4A IRF6 IRX2 ITPRID2 JADE2 JAG1 JARID2 JMY JUND KAT2B KCNB1 KDM2A KDM7A KIAA0319 KIAA0586 KIF1B KIF26A KLF11 KLHDC10 KLHDC2 KLHL15 KLHL20 KLHL26 KLHL28 KMT2A KMT2C KRAS KRCC1 KRTAP3-2 LAMP2 LARP4 LCLAT1 LDLRAD1 LDLRAD3 LIMCH1 LMNA LRATD1 LRRC37B LRRC47 LSM11 LTN1 MACF1 MAL2 MAMLD1 MANSC1 MAP10 MAP3K2 MAP4K3 MAPK8 MARCHF1 MAST4 MBNL1 MBNL2 MBTD1 MCM9 MDM4 MED1 MED14 MET MFSD14B MGARP MIB1 MIER3 MITF MLLT3 MOB1B MOB4 MPC1 MPRIP MSANTD3 MSL3 MTERF4 MYCBP MYCT1 MYEF2 MYO16 NAA35 NAALADL2 NAV1 NBN NCAM2 NCBP3 NCL NDUFAF4 NEK1 NEXMIF NIN NIPBL NMNAT3 NR3C1 NRAS NRCAM NRIP3 NUAK1 NUDT10 NUDT21 NUFIP2 NUMB OGT ONECUT2 OPRM1 OSBPL11 OSGEP OTUD1 PABPC4 PALM2AKAP2 PAPOLA PAPOLG PAPSS1 PARD6G PARP11 PARP12 PAWR PBX1 PCBP2 PCLO PCYOX1 PDS5A PDZD8 PELI1 PELI2 PER3 PGM2L1 PGRMC1 PIAS1 PIM1 PIM2 PIP5K1A PJA1 PLCB1 PLEKHJ1 PMS2 PNISR PNN POC1B-GALNT4 POU2AF1 PPARA PPARGC1A PPP1R12A PPP1R14C PPP1R1C PPP2R1B PPP3R1 PPP4R1 PPP4R2 PRDM1 PREX2 PRKACB PRKAR2B PRKD3 PRKG1 PRPF40A PSD3 PSPC1 PTBP3 PTPN11 PTPRZ1 PUM2 RAB33B RABGAP1 RAG1 RASA2 RASSF3 RB1CC1 RBBP4 RBM12 RBM46 RBMS3 RCOR3 REEP3 RET RETREG2 RETSAT RFX3 RFX5 RGMA RGMB RGS7BP RIC1 RICTOR RIMS2 RIOK1 RMI1 RNF169 RNF182 RNF185 RNF38 RNFT1 ROBO1 RORA RPE65 RPS20 RPS3 RPS6KA2 RPS6KA6 RTF1 RUNDC3B RUNX2 SAMD13 SAMD8 SASH1 SCAI SDR16C5 SEMA6A SENP3 SENP5 SENP6 SEPTIN2 SERBP1 SERP2 SETBP1 SETD2 SETD7 SGIP1 SGO2 SH3RF1 SKIL SLC16A7 SLC25A21 SLC25A36 SLC36A3 SLC39A14 SMAD5 SMARCC1 SMARCE1 SMC6 SMG7 SMOC1 SNRK SNX2 SOGA1 SOHLH2 SORBS2 SORCS3 SOX21 SP3 SSB SSH1 STK38L STYX SUFU SUSD4 SWAP70 SYNCRIP TAF7L TAPT1 TASOR2 TAX1BP1 TBC1D23 TBC1D8B TBCEL TBL1XR1 TBR1 TBX3 TEAD3 TEF TENM1 TERF1 TFAP2C TIMP3 TIPARP TLCD4 TLR2 TM4SF20 TM9SF3 TMCO3 TMED10 TMEM106B TMEM131 TMEM161B TMEM167A TMEM170B TMEM209 TMEM263 TMEM33 TMEM63B TMEM87A TMX3 TNFRSF11B TNFSF11 TNRC6B TNRC6C TOX TP53BP1 TRAPPC13 TRMT10A TRPC3 TSTD2 TTC14 TTC28 TWSG1 UBE2D2 UBE2G1 UBL3 UBR2 UGDH UNC5D USP24 USP3 USP38 USP46 VAPA VASP WASF3 WDR43 WDR89 WNK3 WNT5A WTAP WWC2 YPEL1 YWHAE YWHAZ ZBTB10 ZBTB20 ZBTB21 ZBTB34 ZBTB39 ZBTB43 ZC3H12C ZCCHC14 ZCCHC2 ZDHHC21 ZDHHC22 ZEB2 ZFAND5 ZFHX4 ZIC4 ZMAT3 ZMYM2 ZMYM5 ZMYND11 ZNF217 ZNF385C ZNF44 ZNF512 ZNF700 ZNF704 ZNF706 ZNF805 ZNF830 MIR548AB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR548AB A1CF ABCA5 ABI3BP ACADL ACAT2 ACBD3 ACBD5 ACTN4 ACVR2B ADAM22 ADAM30 ADAMDEC1 ADAMTS1 ADGRB3 ADH5 AFDN AFTPH AGTR1 AHSA2P AIDA AK3 ALG11 ANAPC1 ANGEL2 ANKRD10 ANKRD22 ANKRD26 ANKRD46 AP1AR APPBP2 AQP3 ARFRP1 ARID2 ARL13B ARL6IP6 ARMCX3 ARRDC4 ASB3 ATP11A ATXN2 ATXN7L1 B3GALT5 BBS10 BBX BCL2L2 BEND7 BMI1 BMT2 BNIP3 BOD1L1 BRWD1 BRWD3 BTF3L4 BTG2 BTG3 C11orf87 C18orf25 C21orf91 C3orf38 C5orf24 C6orf120 C9orf40 CA8 CACNA2D3 CACUL1 CAMLG CAMSAP2 CAPN2 CARF CBFB CBX3 CCDC117 CCDC179 CCDC47 CCDC50 CCNB1 CCNG2 CCNY CCP110 CCSER1 CD163 CD99 CDK6 CEP120 CEP350 CERS6 CFAP44 CFDP1 CFL2 CHN1 CHRNA7 CHST9 CIAO2A CISD2 CLCN4 CLDN12 CLVS2 CMPK2 CNTN1 COL11A1 COMMD3-BMI1 CRACD CRIPT CSGALNACT2 CSNK1D CTNNA3 CYBRD1 DAAM1 DCDC2 DDIT4 DEFA6 DENND1B DHRS1 DIAPH3 DIP2B DNAJB14 DNAJB4 DOLPP1 DPY19L3 DTWD2 DUS4L DUSP7 DYNC1I2 DYNC1LI2 EDIL3 EEA1 EIF2AK2 ELL2 EPB41L5 EPHA3 ERC2 ETF1 EVI2A EXOC5 FAM133A FAM135A FAM199X FAM221A FBXL3 FBXO22 FEM1C FGD4 FGFR1OP2 FGL2 FIGN FLRT3 FMNL2 FNDC3B FNIP2 FOXG1 FRMD5 FSBP FYB2 FZD3 FZD5 FZD7 GABPA GABPB1 GABRA4 GAPVD1 GASK1A GATM GCC2 GCNT1 GLIPR1 GNAQ GOLGA6L2 GOPC GPALPP1 GPATCH11 GPC6 GPD2 GPR155 GPR85 GRID2 GRIP1 GRM5 GRM7 GSE1 GSTCD GTF2I GTF3C3 GUCY1A2 GUCY1B1 GULP1 HDAC9 HECA HIPK1 HLTF HMBOX1 HNRNPDL HOMER1 HOOK3 HOXD13 HTR2C IGF1 IGF2BP3 IGSF3 IKBIP IKZF2 ITGAV ITGB6 JARID2 KATNBL1 KCNJ3 KIAA1586 KIF20B KL KLF10 KLF7 KLF8 KLRD1 KPNA4 KRT28 LACTB LACTB2 LANCL1 LARP4 LATS1 LCOR LCTL LIN7A LMCD1 LMX1A LPP LRP1B LRRC4B LRRC7 LRRTM3 LSAMP LVRN MAGT1 MAML1 MAP4K4 MAP9 MARCHF6 MAST3 MAST4 MBIP MBNL2 MBNL3 MCF2L2 MDFIC ME1 MECP2 MED6 MEIS2 METTL6 METTL8 MEX3D MFN1 MFSD8 MGARP MIDEAS MIER1 MIER3 MIGA1 MINDY2 MMD MMP16 MMUT MTA1 MTF1 MTFR1 MYCN MZT1 NAA30 NAT1 NAV2 NCKAP1 NDC1 NDFIP2 NEDD4L NEGR1 NFAT5 NFKB1 NOS2 NOTCH2 NOTUM NR2C1 NRG4 NRXN1 NTF3 NUMB NUP160 NUP50 NUP54 OAZ1 ODAPH OGFRL1 PAPOLG PAQR9 PAX5 PCDH11X PCDH11Y PCLO PDCD5 PDE1C PDE4D PDZRN4 PGAM1 PGRMC2 PHYHIPL PITX2 PLEKHG1 PLEKHH2 POLR2H PPARG PPEF2 PPHLN1 PPP1R2 PPP1R27 PPP1R9A PPP5C PRELID2 PREX2 PRKAA1 PRKAA2 PRKAG2 PRKG1 PROK2 PROSER1 PRPF39 PRPF40A PRPF4B PRRC1 PSMC2 PTBP3 PTGFRN PTPRG PTPRR RAB27B RAB8B RALA RAP1A RAP2A RASSF8 RBBP8 RC3H1 RESF1 RETREG1 REV3L RFC3 RFX7 RGPD4 RGPD5 RGPD6 RGPD8 RGS7BP RHOQ RHPN2 RIC1 RICTOR RIMOC1 RMND5A RNF138 RNF149 RNF217 RO60 RORA RPS6KA5 RRAGD S1PR1 SACS SAMD8 SANBR SCAI SCAMP1 SCARF1 SCML2 SCN1A SCN3A SCN8A SDC2 SDE2 SDF4 SEC22C SEC24A SECISBP2L SENP1 SERINC3 SERINC5 SESTD1 SETD2 SF3A1 SFMBT1 SFT2D1 SH3D19 SIX4 SKIDA1 SLAIN1 SLC24A3 SLC30A5 SLC4A7 SLCO5A1 SLU7 SMAD5 SMAD9 SMG1 SNAP91 SNX16 SNX30 SOX5 SPAG9 SPATA6L SPDYE1 SPOCK3 SREK1 SRP9 SRSF3 SRSF6 SSR3 STEAP2 STXBP5 STYX SUMF1 SYNM SYTL5 TBCA TBCK TCF12 TFAM TFDP3 THSD7A TIFAB TLCD4 TMED7 TMEFF2 TMEM135 TMEM167B TMEM200A TMEM255A TMEM65 TMTC1 TMTC3 TNFRSF21 TOLLIP TP53INP1 TPM3 TRA2B TRAM1 TRIM2 TRIM9 TRPC1 TRPC5 TRUB1 TTC13 TTC19 TXLNG U2SURP UBA6 UBE2A UEVLD UGDH UGT8 UNC80 URI1 UTP3 WAPL WDR26 WDR47 WDR7 XPNPEP1 YIPF5 ZBTB10 ZBTB11 ZBTB20 ZBTB25 ZBTB41 ZBTB44 ZBTB8A ZC3HAV1L ZCCHC8 ZDHHC15 ZDHHC2 ZDHHC21 ZEB2 ZFAND5 ZNF148 ZNF326 ZNF454 ZNF486 ZNF492 ZNF503 ZNF559 ZNF608 ZNF652 ZNF680 ZNF747 ZNF792 ZNG1A ZNG1B ZNG1C ZNG1E ZNG1F ZRANB2 MIR548AC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR548AC ABCC2 ABHD13 ABI2 ACBD5 ACVR1C ADARB2 ADGRG2 ADISSP AEBP2 AFF2 AGL AGPAT1 AHSA2P AKAP10 AKT1 ALK ALKBH1 AMFR ANKRA2 ANKRD13C ANKRD28 ANKS1A ANO3 ANO5 APH1A API5 ARAP2 ARFGEF3 ARGLU1 ARHGAP29 ARID1A ARID4A ARL6IP5 ARL6IP6 ARX ATF7IP ATL3 ATP13A3 ATP2A2 ATP2B2 ATP2B4 ATP6V0A2 ATXN7L3 AZIN1 AZIN2 B3GALT2 B3GNT5 B4GALT4 BACH2 BAG5 BARD1 BBS9 BCL2L10 BCL2L11 BCOR BMPR1A BOLL BPNT2 BPTF BRD3 BROX BTBD10 C18orf54 C2CD2 C5orf24 CA13 CABLES2 CACNA2D1 CADM2 CAMSAP2 CAMTA1 CARF CASC3 CCDC14 CCDC34 CCDC68 CCDC71L CCNC CCND2 CCNYL1 CCZ1 CCZ1B CD47 CD96 CDK14 CDK17 CDS2 CHUK CIPC CLP1 CMTM6 CNOT6L CNOT7 CNOT9 CNTLN COL1A1 COL4A1 COLGALT2 COPS2 COX15 CPEB1 CPEB2 CPNE8 CPSF6 CREBBP CREBRF CRLS1 CRY1 CSNK1A1 CSNK1G3 CSNK2B CTXN2 CXCL12 CYRIB DAG1 DCBLD2 DCLK1 DCUN1D4 DDX5 DDX6 DIS3L2 DLG1 DMD DNAJA2 DNAJB1 DNAJB11 DNAJB12 DNAJB4 DNAL4 DND1 DNMT1 DNMT3B DOCK10 DOCK6 DOCK9 DPY30 DTNA DUS4L DYRK1A DYRK2 EFEMP1 EGLN1 EGR3 EIF1AX EIF4G2 ELAVL1 ELMOD2 ELOC EMP2 ENTPD7 EPC1 ERBIN EREG ERGIC2 ERI1 ERO1B ERP44 ETF1 ETNK1 FAM169A FAM76B FANCC FAT1 FBXW2 FHIP1A FIGNL1 FKBP1A FKBP5 FLI1 FMNL2 FOSL2 FOXN2 FSBP FSD1L FYTTD1 FZD3 FZD6 G2E3 GABBR2 GABPA GABRA4 GABRG1 GCFC2 GFPT1 GIGYF1 GMCL1 GNA11 GNAI3 GOLM2 GORAB GPATCH2 GPC6 GPD2 GPR63 GRIA2 GRIN3A GRPEL2 GSE1 GTF2A1 GTF3C4 HDAC4 HDAC8 HDGFL2 HDX HECTD2 HELZ HIF3A HIPK2 HNRNPC HNRNPR HOOK3 HOXA5 HOXB7 HOXD13 HOXD8 HSPE1-MOB4 HSPH1 HUS1 HUWE1 HYCC2 ICAM5 ICE2 IDS IER3IP1 IGF2BP2 IKZF2 IL6 IL6R ING3 INO80D INPP4A INVS IPO8 IQGAP2 IRX2 ITPA ITPRIPL2 KCNJ2 KCTD12 KDM2A KDM7A KIAA0232 KIAA0408 KIN KIRREL1 KLF11 KLHL15 KMT2C KPNA4 KRAS KRTAP2-4 L2HGDH LAMTOR1 LANCL3 LARP4 LEPROTL1 LETM2 LIN28B LIN7C LLGL2 LOXL1 LOXL2 LPGAT1 LRFN3 LRRC37B LRRC58 LRRC8C LRRTM4 LSM14A MAFB MAGOHB MAML3 MAP2K4 MAP3K3 MAP3K5 MAP3K7 MAPK1 MAPK6 MAPK8 MARCHF5 MARCKSL1 MARK1 MATR3 MBNL3 MBOAT2 MBTD1 MCL1 MCM9 MCU MDM4 MED1 MED13 MEF2C MEX3C MFAP3L MFSD13A MFSD14B MGARP MID1 MITF MLLT1 MLLT3 MMGT1 MOB1B MOB4 MOSMO MPZ MSI2 MTMR4 MTRF1L MXD1 MYBL1 MYC MYEF2 MYLK NAA35 NAA50 NAALADL2 NAMPT NAV2 NCL NDUFA4 NEK1 NOL10 NOL7 NOTCH2 NPAS3 NRIP1 NTF3 NUFIP2 NUP98 ONECUT2 OSGEP OTUD7B OTX2 PAN3 PANK1 PAPOLG PARP11 PCDH20 PDCD7 PDCL3 PDE1C PDE7A PDS5A PDSS2 PELI1 PELI2 PHC3 PI4K2B PID1 PIK3CA PIK3R1 PIK3R3 PIM1 PITPNB PITPNM2 PITPNM3 PLAGL2 PLGRKT PLPP2 PM20D2 PMS1 POLD3 POLR1A POU3F1 PPM1B PPP1R14B PPP1R2 PPP2R1A PRDM4 PRKAA2 PRKAR2B PRKCI PRMT1 PRMT3 PRR14L PSD3 PSIP1 PTBP2 PTBP3 PTPRK PTPRZ1 PUM2 PXDN QTRT2 RABEP1 RAF1 RAPH1 RASA2 RASD1 RASEF RB1 RB1CC1 RBBP4 RBL2 RBM20 RBM27 RBM46 RBMS3 RBPJ RC3H1 RCAN2 RCC1L RETREG1 RETSAT RGPD1 RICTOR RIF1 RIT2 RMI1 RNF38 RNFT2 RNPC3 ROBO1 ROR1 RORA RP2 RPS6KA3 RPS6KA6 RSBN1 RSKR RSPRY1 RSRC1 RUNDC3B SAMD8 SAP130 SAR1B SASH1 SBK1 SCAI SCG2 SCN9A SCUBE2 SCYL2 SDK1 SELENOI SEMA4B SEMA6D SEPTIN2 SERBP1 SETBP1 SETD3 SETD7 SFPQ SGCZ SGO2 SH3RF1 SHISAL1 SIAH2 SIDT2 SKI SKIL SLC10A4 SLC18B1 SLC25A16 SLC25A44 SLC2A13 SLC30A7 SLC35A3 SLC44A1 SLF2 SMC1A SMC1B SMG7 SMIM10L1 SMIM7 SMURF2 SNRK SNX12 SNX18 SOAT1 SOCS5 SOCS6 SOHLH2 SON SORCS1 SOS2 SOX6 SPATA31A1 SPATA31A3 SPATA31A5 SPATA31A6 SPATA31A7 SPATA6 SPIN1 SPRED1 SPTSSA SRP54 SSR1 STAC STARD4 STIM2 STK24 STOML2 STOX2 STRN3 STX16 STXBP4 SUPT3H SUZ12 SYNCRIP SYT16 SYT4 TAF7L TAF9 TANK TAOK1 TBCA TBL1XR1 TBX3 TCF7L2 TCP11L2 TDRP TET3 TFPI2 TGFBR1 TLL1 TLNRD1 TM2D3 TMC7 TMCC1 TMEM128 TMEM131 TMEM170B TMEM59 TMEM63B TMEM64 TMPO TMPRSS15 TNFSF11 TNRC6B TOX TOX3 TP53INP1 TRHDE TRIM28 TRMT9B TSC22D2 TSLP TSPAN3 TSPAN9 TTC14 TTC28 TUT4 TUT7 UBE2D1 UBE2H UBN2 UBR5 UGCG UHMK1 UHRF1 UNC5D USP16 USP24 USP38 USP42 USP49 UTRN VAV2 VCPIP1 VEZF1 VGLL3 VKORC1L1 VSTM2A WDR44 WNK3 WNT5A WWC3 WWP1 XIAP XPR1 YBX1 YBX3 YIPF4 YPEL5 YTHDF1 YTHDF3 YWHAZ ZBBX ZBTB21 ZBTB22 ZBTB34 ZBTB41 ZBTB8A ZC3H12C ZCCHC14 ZDHHC21 ZFAND4 ZFAND5 ZFP30 ZMIZ1 ZMPSTE24 ZMYM3 ZNF148 ZNF207 ZNF248 ZNF28 ZNF468 ZNF529 ZNF547 ZNF566 ZNF583 ZNF614 ZNF648 ZNF704 ZNF800 ZNF830 ZNF875 MIR548AD_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR548AD_3P ANXA7 BAZ2B BIN1 BNIP2 C18orf25 CBLN1 CECR2 CITED2 CXXC5 DNAJC10 ICMT KLF6 LIN9 MAGEH1 MEGF9 MMP16 ODF2L PFDN4 PRPSAP2 RSKR SPAST SYNCRIP TCF4 YES1 ZCCHC3 ZNF362 MIR548AD_5P_MIR548AE_5P_MIR548AY_5P_MIR548B_5P_MIR548D_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR548AD_5P_MIR548AE_5P_MIR548AY_5P_MIR548B_5P_MIR548D_5P A1CF ABCA5 ABI3BP ACADL ACAT2 ACBD3 ACBD5 ACTN4 ACVR2B ADAM22 ADAM30 ADAMDEC1 ADAMTS1 ADGRB3 ADH5 AFDN AFTPH AGTR1 AHSA2P AIDA AK3 ALG11 ANAPC1 ANGEL2 ANKRD10 ANKRD22 ANKRD26 ANKRD46 AP1AR APPBP2 AQP3 ARFRP1 ARID2 ARL13B ARL6IP6 ARMCX3 ARRDC4 ASB3 ATP11A ATXN2 ATXN7L1 B3GALT5 BBS10 BBX BCL2L2 BEND7 BMI1 BMT2 BNIP3 BOD1L1 BRWD1 BRWD3 BTF3L4 BTG2 BTG3 C11orf87 C18orf25 C21orf91 C3orf38 C5orf24 C6orf120 C9orf40 CA8 CACNA2D3 CACUL1 CAMLG CAMSAP2 CAPN2 CARF CBFB CBX3 CCDC117 CCDC179 CCDC47 CCDC50 CCNB1 CCNG2 CCNY CCP110 CCSER1 CD163 CD99 CDK6 CEP120 CEP350 CERS6 CFAP44 CFDP1 CFL2 CHN1 CHRNA7 CHST9 CIAO2A CISD2 CLCN4 CLDN12 CLVS2 CMPK2 CNTN1 COL11A1 COMMD3-BMI1 CRACD CRIPT CSGALNACT2 CSNK1D CTNNA3 CYBRD1 DAAM1 DCDC2 DDIT4 DEFA6 DENND1B DHRS1 DIAPH3 DIP2B DNAJB14 DNAJB4 DOLPP1 DPY19L3 DTWD2 DUS4L DUSP7 DYNC1I2 DYNC1LI2 EDIL3 EEA1 EIF2AK2 ELL2 EPB41L5 EPHA3 ERC2 ETF1 EVI2A EXOC5 FAM133A FAM135A FAM199X FAM221A FBXL3 FEM1C FGD4 FGFR1OP2 FGL2 FIGN FLRT3 FMNL2 FNDC3B FNIP2 FOXG1 FRMD5 FSBP FYB2 FZD3 FZD5 FZD7 GABPA GABPB1 GABRA4 GAPVD1 GASK1A GATM GCC2 GCNT1 GLIPR1 GNAQ GOLGA6L2 GOPC GPALPP1 GPATCH11 GPC6 GPD2 GPR155 GPR85 GRID2 GRIP1 GRM5 GRM7 GSE1 GSTCD GTF3C3 GUCY1A2 GUCY1B1 GULP1 HDAC9 HECA HIPK1 HLTF HMBOX1 HNRNPDL HOMER1 HOOK3 HOXD13 HTR2C IGF1 IGF2BP3 IGSF3 IKBIP IKZF2 ITGAV ITGB6 JARID2 KATNBL1 KCNJ3 KIAA1586 KIF20B KL KLF10 KLF7 KLF8 KLRD1 KPNA4 KRT28 LACTB LACTB2 LANCL1 LARP4 LATS1 LCOR LCTL LIN7A LMCD1 LMX1A LPP LRP1B LRRC4B LRRC7 LRRTM3 LSAMP LVRN MAGT1 MAML1 MAP4K4 MAP9 MARCHF6 MAST3 MAST4 MBIP MBNL2 MBNL3 MCF2L2 MDFIC ME1 MECP2 MED6 MEIS2 METTL6 METTL8 MEX3D MFN1 MFSD8 MGARP MIDEAS MIER1 MIER3 MIGA1 MINDY2 MMD MMP16 MMUT MPHOSPH8 MTA1 MTF1 MTFR1 MTMR6 MYCN MZT1 NAA30 NAT1 NAV2 NCKAP1 NDC1 NDFIP2 NEDD4L NEGR1 NFAT5 NFKB1 NOS2 NOTCH2 NOTUM NR2C1 NRG4 NRXN1 NTF3 NUMB NUP160 NUP50 NUP54 OAZ1 ODAPH OGFRL1 ONECUT2 PAPOLG PAQR9 PAX5 PCDH11X PCDH11Y PCLO PDCD5 PDE1C PDE4D PDZRN4 PGAM1 PGRMC2 PHYHIPL PITX2 PIWIL3 PLEKHG1 PLEKHH2 POLR2H POU2F1 PPARG PPEF2 PPHLN1 PPP1R2 PPP1R27 PPP1R9A PPP5C PRELID2 PREX2 PRKAA1 PRKAA2 PRKAG2 PRKG1 PROK2 PROSER1 PRPF39 PRPF40A PRPF4B PRRC1 PSMC2 PTBP3 PTGFRN PTPRG PTPRR RAB27B RAB8B RALA RAP1A RAP2A RASSF8 RBBP8 RC3H1 RESF1 RETREG1 REV3L RFC3 RFX7 RGPD4 RGPD5 RGPD6 RGPD8 RGS7BP RHOQ RHPN2 RIC1 RICTOR RIMOC1 RMND5A RNF138 RNF149 RNF217 RO60 RORA RPS6KA5 RRAGD S1PR1 SACS SAMD8 SANBR SCAMP1 SCARF1 SCML2 SCN1A SCN3A SCN8A SDC2 SDE2 SDF4 SEC22C SEC24A SECISBP2L SENP1 SERINC3 SERINC5 SESTD1 SETD2 SF3A1 SFMBT1 SFT2D1 SH3D19 SIX4 SKIDA1 SLAIN1 SLC24A3 SLC30A5 SLC4A7 SLCO5A1 SLU7 SMAD5 SMAD9 SMG1 SNAP91 SNX16 SNX30 SOX5 SPAG9 SPATA6L SPDYE1 SPOCK3 SREK1 SRP9 SRSF3 SRSF6 SSR3 STEAP2 STXBP5 STYX SUMF1 SYNM SYTL5 TBCA TBCK TCF12 TFAM TFDP3 THSD7A TIFAB TLCD4 TMED7 TMEFF2 TMEM135 TMEM167B TMEM200A TMEM255A TMEM65 TMTC1 TMTC3 TNFRSF21 TOLLIP TP53INP1 TPM3 TRA2B TRAM1 TRIM2 TRIM9 TRPC1 TRPC5 TRUB1 TTC13 TTC19 TXLNG U2SURP UBA6 UBE2A UEVLD UGDH UGT8 UNC80 URI1 UTP3 WAPL WDR26 WDR47 WDR7 XPNPEP1 YIPF5 ZBTB10 ZBTB11 ZBTB20 ZBTB25 ZBTB41 ZBTB44 ZC3HAV1L ZCCHC8 ZDHHC15 ZDHHC2 ZDHHC21 ZEB2 ZFAND5 ZNF148 ZNF326 ZNF454 ZNF486 ZNF492 ZNF503 ZNF559 ZNF608 ZNF652 ZNF680 ZNF747 ZNF792 ZNG1A ZNG1B ZNG1C ZNG1E ZNG1F ZRANB2 MIR548AE_3P_MIR548AQ_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR548AE_3P_MIR548AQ_3P AAGAB AAK1 ABCA5 ABCD4 ABHD13 ABHD2 ABI1 ABLIM2 ACBD5 ACSL3 ACTR3B ACVR1 ACVR1C ACVR2B ADAM17 ADGRB3 ADGRE2 ADH7 ADNP AEBP2 AFAP1 AFF1 AGBL3 AGO2 AGPS AGR3 AHSA2P AKAP5 AKR1D1 ALCAM AMER2 AMFR ANKH ANKIB1 ANKRD13C ANKRD28 ANKS1A ANLN ANO4 ANO5 AOX1 AP1AR APH1A APPBP2 APPL1 ARAP2 ARFGEF3 ARGLU1 ARHGAP29 ARHGAP32 ARID1A ARID4A ARL14EP ARL5A ARL6IP5 ARL6IP6 ASAP2 ASPH ATF1 ATF7IP ATL3 ATOSA ATP2A2 ATP2B4 ATRNL1 ATXN1 AVL9 AZIN1 B3GALNT2 B3GALT2 B3GAT1 B4GALT4 B4GALT6 BACE1 BAG5 BCAR1 BCLAF3 BCOR BDP1 BEND4 BLOC1S2 BNIP2 BPNT2 BPTF BTBD7 C12orf40 C12orf75 C18orf25 C21orf91 C2orf49 C5orf24 CADM2 CAMSAP2 CAMTA1 CARF CBLL1 CCDC71L CCDC73 CCL3L1 CCNA2 CCND1 CCNT1 CCNYL1 CCZ1 CCZ1B CD38 CD47 CDK17 CDK6 CDKN1B CDYL CECR2 CELF2 CFAP61 CIP2A CKAP2 CLDN11 CLGN CNEP1R1 CNOT6L CNOT7 CNST CNTNAP2 COA5 COL1A1 COL4A1 COMMD9 COQ10A CPEB1 CPEB3 CPEB4 CPNE8 CPSF6 CREB1 CREBRF CREM CRISP1 CRY1 CSNK1A1 CTDSPL2 CTNND1 CXCR4 CYP2U1 CYP4V2 CYP8B1 DACT1 DAG1 DAZ1 DAZ2 DAZ3 DAZ4 DBI DCAF12L1 DCAF17 DCBLD2 DCDC2 DCK DCLK1 DCP1A DCUN1D4 DDA1 DDX4 DDX55 DENND1B DHX32 DICER1 DIMT1 DIP2B DIS3L2 DLEU7 DLG1 DMRTA1 DNAJB5 DNAJC19 DNMT1 DNMT3B DPP10 DPP8 DPY19L1 DPY30 DTD1 DTNA DUS4L DUSP15 DYNC1LI2 DYNLT3 DYRK1A DYRK2 EFEMP1 EGR3 EIF4B EIF5A2 ELAVL1 ELMOD2 ELOVL4 EMC1 EPC1 EPG5 ERBB2 ERBIN EREG ERGIC2 ERO1B ESRP1 ETF1 ETNK1 ETS1 EVI5 EXOSC9 EYA3 FAM169A FAM171B FAM177A1 FAM220A FAM241A FAM83B FARP1 FAT1 FBXL17 FBXL20 FBXO11 FBXO43 FBXW2 FER FERMT2 FGD6 FGF12 FGFR3 FHDC1 FKBP5 FLI1 FLRT2 FMNL2 FOS FOXN2 FOXP2 FRMD5 FRS2 FSBP FSTL1 FYN FYTTD1 FZD1 FZD3 G2E3 G3BP1 GAB1 GABBR2 GABPB1 GABRA4 GABRB2 GABRB3 GABRG1 GAS1 GCLC GFPT1 GGCX GJA3 GKAP1 GLCE GNAI3 GNB4 GNG2 GNL3L GORAB GPATCH2 GPC4 GPC6 GPD2 GPR155 GPR63 GRIA2 GSE1 GSPT1 GTDC1 GTF2A1 GTF2B GTF2I GTF3C4 HBEGF HDAC4 HDAC9 HDX HECTD2 HERPUD2 HIF1A HIPK2 HMGN1 HMGXB4 HNRNPF HNRNPR HOXA3 HOXA5 HOXA9 HPS1 HYCC1 HYCC2 ICAM5 ICE2 IDE IGF2BP3 IGFBP3 IGFBPL1 IGSF5 IKZF2 ING3 INO80D INPP4A INPP5F IPMK IQGAP2 IRAK2 IRX2 ITPRIPL2 JADE3 JAK2 KANSL1L KCMF1 KCNJ2 KCNQ5 KCTD12 KDELR1 KDM5B KDM7A KIAA0408 KIAA1210 KIAA2026 KLHL11 KLHL15 KLHL24 KLHL28 KLHL5 KMT2D KNTC1 KPNA4 KRAS L2HGDH LCOR LEMD3 LHX9 LIG4 LIN28B LIN7A LIN7C LLGL2 LPCAT2 LPP LRATD2 LSM8 LZIC MAF MAFG MAML3 MANEA MAP2 MAP2K4 MAP3K2 MAP4 MAPK6 MAPK8 MAPKAPK2 MARCHF4 MARCHF5 MARCKSL1 MARK1 MBNL1 MBNL3 MBTD1 MCC MCF2L2 MCL1 MCTP1 MCTS1 MCU MDFIC MED1 MED12 MED13 MED13L MED30 MED6 MEF2C MEX3B MFAP2 MIB1 MICU3 MINDY2 MMADHC MMD MME MMGT1 MOB1B MOSMO MOSPD1 MPHOSPH9 MPZL1 MRPS11 MSTN MTSS1 MYBL1 MYC MYEF2 N4BP2L2 NAA15 NAA50 NAB1 NABP1 NAMPT NANOGNB NAP1L1 NAPG NCOR1 NEK7 NET1 NEXMIF NFYA NHLH2 NIN NKX2-1 NLGN1 NOL4 NOTCH2 NOVA1 NPM1 NPM3 NR2C2 NRIP1 NSD2 NTF3 NUFIP2 NUP62CL OAF OAS3 ORC4 OSBPL8 OTUD7B OXGR1 P3R3URF-PIK3R3 PAG1 PAK2 PALM2AKAP2 PAN3 PAPOLA PARD3 PARP15 PCDH11X PCDH20 PCDHB15 PCGF5 PDE10A PDE1A PDE4D PDE7A PDS5A PDS5B PELI1 PEX5L PFKFB2 PGR PHACTR2 PHC3 PHF14 PHF20L1 PHIP PIGN PIK3CA PIK3R1 PIK3R3 PKD2 PLAC8L1 PLAGL2 PLD5 PLEKHB2 PLEKHM3 PLPPR4 PM20D2 PNISR PPAT PPFIA1 PPM1K PPP1CC PPP2R2B PPP2R5E PPP3CA PPP4R2 PPP4R3A PPP6C PRKAA2 PRKAR1A PRKCA PRKCB PRKCI PRMT1 PRMT3 PROSER1 PRPF6 PRRC1 PRSS35 PSD3 PSIP1 PSMA1 PTBP2 PTBP3 PTH2R PTPDC1 PTPN5 PTPRD PTPRK PTPRZ1 PUM2 PURG PUS7 PYGO1 QKI QTRT2 RAB23 RAB3C RAC1 RAD54B RAF1 RANBP1 RANBP3L RASEF RBBP4 RBBP8 RBM12B RBM24 RBM27 RBM47 RBMS3 RBPJ RC3H1 RECQL REV1 RGS13 RIMKLB RIMS1 RIT2 RNF139 RNF180 RNF19A RNF217 RNGTT ROBO1 ROR1 RORA RP2 RPL34 RPRD1A RPS3 RPS6KA3 RPS6KA6 RRP15 RSBN1 RSPRY1 RYK SAMD8 SAR1B SASS6 SBSPON SCAI SCG2 SCN9A SCYL2 SECISBP2L SEH1L SELENOI SERINC3 SERPINB1 SERTAD2 SETBP1 SFPQ SGMS1 SH3GLB1 SH3TC2 SHISAL1 SHPRH SIAH2 SIDT2 SINHCAF SKAP2 SKI SKIL SLC10A4 SLC12A2 SLC16A7 SLC17A2 SLC18B1 SLC19A2 SLC23A2 SLC25A16 SLC25A36 SLC25A44 SLC2A13 SLC30A7 SLC35D1 SLC38A1 SLC4A10 SLC4A7 SLC7A11 SLC7A2 SLC9A1 SLCO5A1 SMARCA5 SMC2 SMC5 SMIM13 SMIM8 SMURF2 SNRPD1 SNW1 SNX16 SOAT1 SOCS5 SOCS6 SOGA3 SON SORBS1 SOS2 SOST SOX2 SOX21 SOX6 SP4 SPICE1 SPIRE1 SPOCK3 SPTSSA SREK1IP1 SRFBP1 SSH2 SSU72 ST6GAL1 ST6GALNAC5 STAG2 STARD4 STK24 STOX2 STRA6 STRBP STRN3 SUB1 SUFU SUGT1 SUZ12 SYNCRIP SYT1 SYT4 TAF5 TAOK1 TBC1D22B TBL1X TBL1XR1 TBP TC2N TCF7L2 TET2 TET3 TFDP1 TFPI2 TGDS TGFBR1 TGS1 THSD7B TIAL1 TIGD3 TJP1 TLDC2 TLNRD1 TM2D3 TM7SF3 TMCO1 TMED2 TMEFF2 TMEM135 TMEM170A TMEM41B TMEM50A TMEM64 TMPO TMPRSS11F TNPO1 TNRC6B TOMM70 TOX TOX3 TP53INP1 TRHDE TRIM33 TRIM36 TRIP12 TRPC1 TSC22D2 TTC14 TTC26 TTYH2 TUT4 TVP23B TVP23C TXNRD3 UBAC2 UBE2D1 UBE2H UBE2W UBN2 UBR5 UBXN2B UBXN4 UFM1 UGGT1 UHMK1 USP10 USP13 USP15 USP24 USP25 USP37 USP38 USP42 USP46 USP49 USP53 UTRN VAPA VASP VCPIP1 VEZF1 VGLL3 VKORC1L1 VPS13C VPS4B WASF1 WDR37 WDR44 WNK3 XPR1 XRN1 XRN2 YBX1 YES1 YIPF4 YIPF6 YTHDF1 YTHDF3 YWHAZ ZBED4 ZBTB2 ZBTB41 ZBTB44 ZC3H12C ZDBF2 ZDHHC17 ZDHHC21 ZEB1 ZEB2 ZFAND5 ZFHX3 ZFR ZMPSTE24 ZMYM3 ZNF148 ZNF20 ZNF236 ZNF24 ZNF264 ZNF280D ZNF322 ZNF326 ZNF365 ZNF367 ZNF382 ZNF468 ZNF469 ZNF561 ZNF562 ZNF609 ZNF652 ZNF678 ZNF681 ZNF682 ZNF704 ZNF706 ZNF740 ZNF750 ZSWIM6 ZYG11B MIR548AG https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR548AG AMER2 ANKRD13A ANKRD17 APPBP2 B3GNT5 BACH2 BCAT1 BICD2 BMP3 BRMS1L C1orf115 C21orf91 C4orf46 CAMSAP2 CD164 CDC14A CDH19 CENPK CEP78 CEP97 CERT1 CMTM4 COG5 COX5A CRISPLD1 CRNKL1 CYP2J2 DCAKD DCP2 DENND1A DENND4C DICER1 DIXDC1 EFEMP1 EHBP1 ELOVL5 ENPP4 ENSG00000275895 EPHB1 EPSTI1 FBXL4 FIP1L1 GABARAPL1 GASK1B GDNF GNG12 GPM6A GUCY1A2 HELQ HMCN1 HPCAL4 HSPA4L IFIT1B INSIG1 IQCK ITPR3 ITSN1 KDM2B KRTAP9-9 LAMTOR5 LCOR LMBR1 LPP LSM8 MAP7 MBNL3 MFN1 MOB1B MORC3 MPRIP MRO MTUS1 NCKAP1 NEK2 NELL2 NEMP1 NEUROD1 NFE2L3 NFYB OBSL1 OIP5 P2RY12 PABPC5 PAK2 PCDH15 PCDH18 PCMTD1 PDE6C PDE7A PDHA1 PDLIM5 PF4 PIK3C2B PKD2 POLR3G PPP1R9A PPP3R1 PRDM4 PSD3 PSMA8 PSMD7 PSME3 PURB PWP1 PWWP2A QKI RBMXL3 RDX RFXAP RGL1 RGS9BP RHOA RIOX1 RNF38 RORB RREB1 RWDD4 SASS6 SEMA3C SETD9 SLC15A1 SLC17A6 SLC25A12 SMAD2 SON SP110 SPCS3 SPDYE1 SPDYE3 SPDYE5 SPDYE6 STAM STAU2 STXBP1 SVIL TCERG1 TCFL5 TMEM178B TMEM200A TMEM229A TMPRSS11B TNIK TNKS2 TNRC6C TOMM5 TPR TRIM13 TRIP11 TYMSOS U2AF1 UBE2E3 UBE2W ULK2 USP42 VAPA WDR20 ZC2HC1C ZDHHC21 ZEB2 ZHX2 ZNF362 ZNF43 ZNF461 ZNF585B ZNF699 ZNF716 ZNF730 ZNF770 ZNF777 MIR548AH_3P_MIR548AM_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR548AH_3P_MIR548AM_3P AAGAB AAK1 ABCA5 ABCD4 ABHD13 ABHD2 ABI1 ABLIM2 ACBD5 ACOT2 ACSL3 ACTR3B ACVR1 ACVR1C ACVR2B ADAM17 ADGRB3 ADGRE2 ADH7 ADNP AEBP2 AFAP1 AFF1 AGBL3 AGO2 AGPS AGR3 AHSA2P AKAP5 AKR1D1 ALCAM AMER2 AMFR ANKH ANKIB1 ANKRD13C ANKRD28 ANKS1A ANLN ANO4 ANO5 AOX1 AP1AR APH1A APPBP2 APPL1 ARAP2 ARFGEF3 ARGLU1 ARHGAP29 ARHGAP32 ARID1A ARID4A ARL14EP ARL5A ARL6IP5 ARL6IP6 ASAP2 ASPH ATF1 ATF7IP ATL3 ATOSA ATP2A2 ATP2B4 ATRNL1 ATXN1 AVL9 AZIN1 B3GALNT2 B3GALT2 B3GAT1 B4GALT4 B4GALT6 BACE1 BAG5 BCAR1 BCLAF3 BCOR BDP1 BEND4 BLOC1S2 BNIP2 BNIP5 BPNT2 BPTF BTBD7 C12orf40 C12orf75 C18orf25 C21orf91 C2orf49 C5orf24 CADM2 CAMSAP2 CAMTA1 CARF CBLL1 CCDC71L CCDC73 CCL3L1 CCNA2 CCND1 CCNT1 CCNYL1 CCZ1 CCZ1B CD38 CD47 CDK17 CDK6 CDKN1B CDYL CECR2 CELF2 CFAP61 CIP2A CKAP2 CLDN11 CLGN CNEP1R1 CNOT6L CNOT7 CNST CNTNAP2 COA5 COL1A1 COL4A1 COMMD9 COQ10A CPEB1 CPEB3 CPEB4 CPNE8 CPSF6 CREB1 CREBRF CREM CRISP1 CRY1 CSNK1A1 CTDSPL2 CTNND1 CXCR4 CYP2U1 CYP4V2 CYP8B1 DACT1 DAG1 DAZ1 DAZ2 DAZ3 DAZ4 DBI DCAF12L1 DCAF17 DCBLD2 DCDC2 DCK DCLK1 DCP1A DCUN1D4 DDA1 DDX4 DDX55 DENND1B DHX32 DICER1 DIMT1 DIP2B DIS3L2 DLEU7 DLG1 DMRTA1 DNAJB5 DNAJC19 DNMT1 DNMT3B DPP8 DPY19L1 DPY30 DTD1 DTNA DUS4L DUSP15 DYNC1LI2 DYNLT3 DYRK1A DYRK2 EFEMP1 EGR3 EIF4B EIF5A2 ELAVL1 ELMOD2 ELOVL4 EMC1 EPC1 EPG5 ERBB2 ERBIN EREG ERGIC2 ERO1B ESRP1 ETF1 ETNK1 ETS1 EVI5 EXOSC9 EYA3 FAM169A FAM171B FAM177A1 FAM220A FAM241A FAM83B FARP1 FAT1 FBXL17 FBXL20 FBXO11 FBXO43 FBXO8 FBXW2 FER FERMT2 FGD6 FGF12 FGFR3 FHDC1 FKBP5 FLI1 FLRT2 FMNL2 FOS FOXN2 FOXP2 FRMD5 FRS2 FSBP FSTL1 FYN FYTTD1 FZD1 FZD3 G2E3 G3BP1 GAB1 GABBR2 GABPB1 GABRA4 GABRB2 GABRB3 GABRG1 GAS1 GCLC GFPT1 GGCX GKAP1 GLCE GNAI3 GNB4 GNG2 GNL3L GORAB GPATCH2 GPC4 GPC6 GPD2 GPR155 GPR63 GRIA2 GSE1 GSPT1 GTDC1 GTF2A1 GTF2B GTF2I GTF3C4 HBEGF HDAC4 HDAC9 HDX HECTD2 HERPUD2 HIF1A HIPK2 HMGN1 HMGXB4 HNRNPF HNRNPR HOXA3 HOXA5 HOXA9 HPS1 HYCC1 HYCC2 ICAM5 ICE2 IDE IGF2BP3 IGFBP3 IGFBPL1 IGSF5 IKZF2 ING3 INO80D INPP4A INPP5F IPMK IQGAP2 IRAK2 IRX2 ITPRIPL2 JADE3 JAK2 KANSL1L KCMF1 KCNJ2 KCNQ5 KCTD12 KDELR1 KDM5B KDM7A KIAA0408 KIAA1210 KIAA2026 KLHL11 KLHL15 KLHL24 KLHL5 KMT2D KNTC1 KPNA4 KRAS L2HGDH LCOR LEMD3 LHX9 LIG4 LIN28B LIN7A LIN7C LLGL2 LPCAT2 LPP LRATD2 LSM8 LZIC MAF MAFG MAML3 MANEA MAP2 MAP2K4 MAP3K2 MAP4 MAPK6 MAPK8 MAPKAPK2 MARCHF4 MARCHF5 MARCKSL1 MARK1 MBNL1 MBNL3 MBTD1 MCC MCF2L2 MCL1 MCTP1 MCTS1 MCU MDFIC MED1 MED12 MED13 MED13L MED30 MED6 MEF2C MEX3B MFAP2 MIB1 MICU3 MINDY2 MMADHC MMD MME MMGT1 MOB1B MOSMO MOSPD1 MPHOSPH9 MPZL1 MRPS11 MSTN MTSS1 MYBL1 MYC MYEF2 N4BP2L2 NAA15 NAA50 NAB1 NABP1 NAMPT NANOGNB NAP1L1 NAPG NCOR1 NEK7 NET1 NEXMIF NFYA NHLH2 NIN NKX2-1 NLGN1 NOL4 NOTCH2 NOVA1 NPM1 NPM3 NR2C2 NRIP1 NSD2 NTF3 NUFIP2 NUP62CL OAF OAS3 ORC4 OSBPL8 OTUD7B OXGR1 P3R3URF-PIK3R3 PAG1 PAK2 PALM2AKAP2 PAN3 PARD3 PARP15 PCDH11X PCDH20 PCDHB15 PCGF5 PDE10A PDE1A PDE4D PDE7A PDS5A PDS5B PELI1 PEX5L PFKFB2 PGR PHACTR2 PHC3 PHF14 PHF20L1 PHIP PIGN PIK3CA PIK3R1 PIK3R3 PKD2 PLAC8L1 PLAGL2 PLD5 PLEKHB2 PLEKHM3 PLPPR4 PM20D2 PNISR PPAT PPFIA1 PPM1K PPP1CC PPP2R2B PPP2R5E PPP3CA PPP4R2 PPP4R3A PPP6C PRKAA2 PRKAR1A PRKCA PRKCB PRKCI PRMT1 PRMT3 PROSER1 PRPF6 PRRC1 PRSS35 PSD3 PSIP1 PSMA1 PTBP2 PTBP3 PTH2R PTPDC1 PTPN5 PTPRD PTPRK PTPRZ1 PUM2 PURG PUS7 PYGO1 QKI QTRT2 RAB23 RAB3C RAC1 RAD54B RAF1 RANBP1 RANBP3L RASEF RBBP4 RBBP8 RBM12B RBM24 RBM27 RBM47 RBMS3 RBPJ RC3H1 RECQL REV1 RGS13 RIMKLB RIMS1 RIT2 RNF139 RNF180 RNF19A RNF217 RNGTT ROBO1 ROR1 RORA RP2 RPL34 RPRD1A RPS3 RPS6KA3 RPS6KA6 RRP15 RSBN1 RSPRY1 RYK SAMD8 SAR1B SASS6 SBSPON SCAI SCG2 SCN9A SCYL2 SECISBP2L SEH1L SELENOI SERINC3 SERPINB1 SERTAD2 SETBP1 SFPQ SGMS1 SH3GLB1 SH3TC2 SHISAL1 SHPRH SIAH2 SIDT2 SINHCAF SKAP2 SKI SKIL SLC10A4 SLC12A2 SLC16A7 SLC17A2 SLC18B1 SLC19A2 SLC23A2 SLC25A16 SLC25A36 SLC25A44 SLC2A13 SLC30A7 SLC35D1 SLC38A1 SLC4A10 SLC4A7 SLC7A11 SLC9A1 SLCO5A1 SMARCA5 SMC2 SMC5 SMIM13 SMIM8 SMURF2 SNRPD1 SNW1 SNX16 SOAT1 SOCS5 SOCS6 SOGA3 SON SORBS1 SOS2 SOST SOX2 SOX21 SOX6 SP4 SPICE1 SPIRE1 SPOCK3 SPTSSA SREK1IP1 SRFBP1 SSH2 SSU72 ST6GAL1 ST6GALNAC5 STAG2 STARD4 STK24 STOX2 STRA6 STRBP STRN3 SUB1 SUFU SUGT1 SUZ12 SYNCRIP SYT1 SYT4 SYTL4 TAF5 TAOK1 TBC1D22B TBL1X TBL1XR1 TBP TC2N TCF7L2 TET2 TET3 TFDP1 TFPI2 TGDS TGFBR1 TGS1 THSD7B TIAL1 TIGD3 TJP1 TLDC2 TLNRD1 TM2D3 TM7SF3 TMCO1 TMED2 TMEFF2 TMEM135 TMEM170A TMEM41B TMEM50A TMEM64 TMPO TMPRSS11F TNPO1 TNRC6B TOMM70 TOX TOX3 TP53INP1 TRHDE TRIM33 TRIM36 TRIP12 TRPC1 TSC22D2 TTC14 TTC26 TTYH2 TUT4 TVP23B TVP23C TXNRD3 UBAC2 UBE2D1 UBE2H UBE2W UBN2 UBR5 UBXN2B UBXN4 UFM1 UGGT1 UHMK1 USP10 USP13 USP15 USP24 USP25 USP37 USP38 USP42 USP46 USP49 USP53 UTRN VAPA VASP VCPIP1 VEZF1 VGLL3 VKORC1L1 VPS13C VPS4B WASF1 WDR37 WDR44 WNK3 XPR1 XRN1 XRN2 YBX1 YES1 YIPF4 YIPF6 YTHDF1 YTHDF3 YWHAZ ZBED4 ZBTB2 ZBTB44 ZC3H12C ZDBF2 ZDHHC17 ZDHHC21 ZEB1 ZEB2 ZFAND5 ZFHX3 ZFR ZMPSTE24 ZMYM3 ZNF148 ZNF20 ZNF236 ZNF24 ZNF280D ZNF322 ZNF326 ZNF365 ZNF367 ZNF382 ZNF468 ZNF469 ZNF561 ZNF562 ZNF609 ZNF652 ZNF678 ZNF681 ZNF682 ZNF704 ZNF706 ZNF740 ZNF750 ZSWIM6 ZYG11B MIR548AH_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR548AH_5P AAK1 ACER3 ACOX3 ACTR2 ADAM10 ADAM22 ADAMTS5 ADD1 ADGRL3 AGFG1 AHI1 AKAP11 AKR7A2 AMELX AMPD3 ANKRD33B ANO5 ANO6 AP3D1 AQP4 ARHGAP26 ARMC8 ASTN2 ATG16L1 AVIL B3GALNT2 BCAT1 BCL2L11 BICC1 BMP2K BRMS1L BRWD3 BTF3L4 BTG1 BTG2 BTG3 BZW1 C12orf75 C2CD2 C3orf70 CCND1 CCSAP CD36 CD5L CDC25A CDIN1 CEP44 CEP97 CETN2 CHRM2 CITED2 CKAP2 CLEC12A CLOCK CMBL CNGB3 CNTLN COBL COIL COX7A2 CSRNP3 CXCL5 CYB561D1 DCDC2 DCTN6 DDHD1 DENND5B DNAJC15 DNAJC27 DOCK4 DOCK7 DPP10 DPP8 DUSP2 E2F5 EGLN3 EGR3 EIF4A2 ELK3 EML1 ENPP5 ENTPD7 EP300 EPAS1 EPHA4 ERG28 ETV1 EXOSC5 EZH1 F3 FAM117B FAM120A FAM168A FAM76B FBXL3 FBXL5 FEM1C FGD5 FLRT3 FNBP4 FOXJ3 FRMD6 FRS2 FSD1L FUBP1 FUNDC2 FURIN FZD1 FZD3 FZD4 GIPC2 GKAP1 GMDS GNAI1 GOLPH3 GPC4 GPN3 GPR137B GPR6 GRIP1 GRM5 GUCY1A2 GXYLT1 HERC1 HIBCH HIVEP3 HMGB2 HNRNPL HSPA8 IFI44L IFRD2 IKZF2 IL12A IL6ST INIP ITGA4 ITGB1 ITGB8 JPT1 KCNAB1 KCNB1 KCNE4 KCNK10 KDM3B KIF23 KLHL15 KLHL2 KMT5B KRT10 KRTAP4-7 L3MBTL1 LAMA3 LAMP3 LEPROT LITAF LMO3 LRFN5 LRP12 LRRK1 LYPLA1 MAGEB6 MAGI3 MAGOHB MAN1A2 MAP3K2 MAP3K20 MAPRE3 MARCHF6 MARK3 MASTL MATN3 MCF2L2 MED12L MED13 MED17 MFAP3L MIER1 MKRN1 MMP13 MPDZ MRPS25 MRPS36 MS4A14 MTF1 MTMR10 MYLIP MYT1L NASP NBEAL1 NBR1 NDNF NDUFA5 NEDD4 NEFH NENF NEUROD1 NFAT5 NIBAN2 NPAT NRG3 NRIP1 NRIP3 NSD2 NT5E NTRK3 OSBPL8 OSMR OTUD4 PBLD PCDH20 PCDHA1 PDE5A PDE7B PDGFC PDK4 PDLIM5 PEX5L PHIP PHLPP2 PHTF2 PIK3C2A PKD2 PLCH1 PLEKHA3 PLPPR1 PLPPR5 POU2F1 PPARD PPM1A PPP1R15B PPP1R1A PPP2R3A PPP3CA PRICKLE2 PRKAR2B PRKCH PRKD3 PRR15 PTDSS1 PTPN4 RAB8B RAD21 RAMAC RAP2C RAPH1 RARB RASD1 RASGRF2 RASL11B RBM12B RBMX RBSN RCOR1 REST REV3L RNASE9 RNF128 RNF38 RPS6KA4 RPS6KA5 RRAGD RRAS2 RUNX1 RXFP1 RYK SACS SCAI SCAND3 SCD SCN1A SDC2 SEPTIN8 SERTM1 SETD2 SGMS2 SH3PXD2A SHTN1 SLAIN2 SLC16A7 SLC24A2 SLC31A2 SLC35A5 SLC36A1 SLC39A8 SLCO1C1 SLCO4C1 SMARCA5 SMG1 SMIM13 SPAG9 SPOCK1 SPSB4 SSH2 ST8SIA3 STIM2 STMN1 STRIP2 STRN TBC1D20 TBC1D8 TBC1D9 TDRD6 TES TMCC3 TMEM128 TMEM168 TMEM245 TMEM255A TMEM68 TMEM9B TNC TNFRSF21 TNFSF13B TNRC6B TOX TOX3 TRIM13 TRIM33 TRIM36 TRIP10 TRIP11 TRPC1 TXNIP TYRP1 UBASH3B UBE2D1 UGCG UNC5D USF3 USP46 UTP23 VANGL1 VASH2 VASP WDCP XIAP YOD1 YWHAB YWHAQ YY1 ZBTB20 ZDHHC21 ZFHX4 ZFYVE21 ZFYVE26 ZFYVE9 ZNF514 ZNF800 ZNF850 ZNFX1 MIR548AI_MIR570_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR548AI_MIR570_5P AMER2 ANKRD13A ANKRD17 APPBP2 B3GNT5 BACH2 BCAT1 BICD2 BMP3 BRMS1L C1orf115 C21orf91 C4orf46 CAMSAP2 CCDC43 CD164 CDC14A CDH19 CENPK CEP78 CEP97 CERT1 CHL1 CMTM4 COG5 COX5A CRISPLD1 CRNKL1 CYP2J2 DCAKD DCP2 DENND1A DENND4C DICER1 DIXDC1 EFEMP1 EHBP1 ELOVL5 ENPP4 ENSG00000275895 EPHB1 EPSTI1 FBXL4 FIP1L1 GABARAPL1 GALNT7 GASK1B GDNF GNG12 GPM6A GUCY1A2 HELQ HMCN1 HPCAL4 HSPA4L IFIT1B INSIG1 IQCK ITPR3 ITSN1 KDM2B KRTAP9-9 LAMTOR5 LCOR LMBR1 LPP LSM8 MAP7 MBNL3 MFN1 MOB1B MORC3 MPRIP MRO MTUS1 NCKAP1 NEK2 NELL2 NEMP1 NEUROD1 NFE2L3 NFYB OBSL1 OIP5 OTUD6B P2RY12 PABPC5 PAK2 PCDH15 PCDH18 PCMTD1 PDE6C PDE7A PDHA1 PDLIM5 PF4 PIK3C2B PKD2 POLR3G PPP3R1 PRDM4 PSMA8 PSMD7 PSME3 PURB PWP1 PWWP2A QKI RBMXL3 RDX RFXAP RGL1 RGS9BP RHOA RIOX1 RNF38 RORB RREB1 RWDD4 SASS6 SEMA3C SETD9 SLC15A1 SLC17A6 SLC19A2 SLC25A12 SMAD2 SON SP110 SPCS3 SPDYE1 SPDYE3 SPDYE5 SPDYE6 STAM STAU2 STXBP1 SVIL TCERG1 TCFL5 TMEM178B TMEM200A TMEM229A TMPRSS11B TNIK TNKS2 TNRC6C TOMM5 TPR TRIM13 TRIP11 TYMSOS U2AF1 UBE2E3 UBE2W ULK2 USP42 VAPA WDR20 ZC2HC1C ZDHHC21 ZEB2 ZHX2 ZNF362 ZNF43 ZNF461 ZNF585B ZNF699 ZNF716 ZNF730 ZNF770 ZNF777 MIR548AJ_3P_MIR548X_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR548AJ_3P_MIR548X_3P AAGAB AAK1 ABCA5 ABCC5 ABCD4 ABHD13 ABHD2 ABI1 ABLIM2 ACBD5 ACER3 ACSL3 ACTR3B ACVR1 ACVR1C ACVR2B ADAM17 ADGRB3 ADGRE2 ADGRL2 ADH7 ADISSP ADNP AEBP2 AFAP1 AFF1 AFF3 AGBL3 AGO2 AGPS AGR3 AHSA2P AICDA AKAP1 AKAP5 AKR1D1 ALCAM ALG10B AMER2 AMFR ANGPTL1 ANKH ANKIB1 ANKRD13C ANKRD28 ANKS1A ANLN ANO4 ANO5 AOX1 AP1AR APH1A APPBP2 APPL1 ARAP2 ARFGEF1 ARFGEF3 ARGLU1 ARHGAP29 ARHGAP32 ARHGAP39 ARHGAP45 ARID1A ARID4A ARL14EP ARL5A ARL6IP5 ARL6IP6 ASAP2 ASNSD1 ASPH ATF1 ATF6 ATF7IP ATL3 ATOSA ATP2A2 ATP2B4 ATRNL1 ATXN1 ATXN2 AVL9 AZIN1 B3GALNT2 B3GALT2 B3GAT1 B4GALT4 B4GALT6 BACE1 BAG5 BCAP29 BCAR1 BCAT1 BCLAF3 BCOR BDP1 BEND4 BLOC1S2 BMP3 BNIP2 BNIP5 BPNT2 BPTF BTAF1 BTBD7 C12orf40 C12orf75 C15orf40 C16orf46 C17orf58 C18orf25 C21orf91 C2orf49 C4orf51 C5orf24 CADM2 CALCRL CAMSAP2 CAMTA1 CARF CARTPT CBLL1 CCDC102B CCDC71L CCDC73 CCL3L1 CCNA2 CCND1 CCNT1 CCNYL1 CCZ1 CCZ1B CD38 CD47 CDC5L CDK17 CDK6 CDKN1B CDKN1C CDYL CECR2 CELF2 CFAP61 CFLAR CIP2A CKAP2 CLDN11 CLGN CLSTN1 CNBP CNEP1R1 CNKSR2 CNOT6L CNOT7 CNST CNTNAP2 COA5 COL1A1 COL4A1 COMMD9 COPS2 COQ10A CPD CPEB1 CPEB3 CPEB4 CPNE8 CPSF6 CREB1 CREBBP CREBRF CREM CRISP1 CRY1 CSNK1A1 CSNK2B CTDSPL2 CTNND1 CXCR4 CYP24A1 CYP2U1 CYP4V2 CYP8B1 DACT1 DAG1 DAZ1 DAZ2 DAZ3 DAZ4 DBI DCAF12L1 DCAF17 DCBLD2 DCDC2 DCK DCLK1 DCP1A DCUN1D4 DDA1 DDX4 DDX55 DENND1B DEPDC1B DHX32 DICER1 DIMT1 DIP2B DIS3L2 DLEU7 DLG1 DMRTA1 DNAI4 DNAJB5 DNAJC19 DNMT1 DNMT3B DPP10 DPP8 DPY19L1 DPY30 DSG1 DTD1 DTNA DUS4L DUSP15 DYNC1LI2 DYNLT3 DYRK1A DYRK2 EEF1A1 EFEMP1 EGR3 EIF1AY EIF4B EIF5A2 ELAVL1 ELMOD2 ELOVL4 EMC1 EPC1 EPG5 ERBB2 ERBIN EREG ERGIC2 ERLEC1 ERO1B ESRP1 ETF1 ETNK1 ETS1 EVI5 EXOSC9 EYA3 FAM169A FAM171B FAM177A1 FAM220A FAM241A FAM83B FARP1 FAT1 FAT4 FAXC FBXL17 FBXL20 FBXO11 FBXO43 FBXO8 FBXW2 FER FERMT2 FGD6 FGF12 FGFR1OP2 FGFR3 FHDC1 FKBP5 FLI1 FLRT2 FMNL2 FOS FOXJ3 FOXN2 FOXP2 FRMD5 FRS2 FSBP FYB1 FYN FYTTD1 FZD1 FZD3 G2E3 G3BP1 GAB1 GABBR2 GABPB1 GABRA4 GABRB2 GABRB3 GABRG1 GAS1 GBP2 GCLC GFPT1 GGCX GJA3 GK5 GKAP1 GLCE GNAI1 GNAI3 GNB4 GNE GNG2 GNL3L GORAB GPATCH2 GPC4 GPC6 GPD2 GPR155 GPR63 GRIA2 GSE1 GSPT1 GTDC1 GTF2A1 GTF2B GTF2I GTF3C4 H1-8 HBEGF HDAC4 HDAC9 HDX HECTD2 HERPUD2 HIF1A HIPK2 HMGN1 HMGXB4 HNRNPF HNRNPR HOOK3 HOXA3 HOXA5 HOXA9 HOXD13 HPS1 HYCC1 HYCC2 ICAM5 ICE2 IDE IGF2BP3 IGFBP3 IGFBPL1 IGSF5 IKZF2 ING3 INO80D INPP4A INPP5F INSYN2A IPMK IQGAP2 IRAK2 IRX2 ITGAE ITPRIPL2 JADE3 JAK2 KANSL1 KANSL1L KCMF1 KCNJ2 KCNQ5 KCTD12 KDELR1 KDM5B KDM7A KIAA0232 KIAA0408 KIAA0586 KIAA1210 KIAA2026 KLB KLF8 KLHL11 KLHL15 KLHL24 KLHL28 KLHL5 KMT2A KMT2D KNTC1 KPNA4 KRAS L2HGDH LARP4 LCOR LEMD3 LHX9 LIG4 LIN28B LIN7A LIN7C LLGL2 LNX1 LPCAT2 LPP LRATD2 LRRTM4 LSM8 LZIC MAF MAFB MAFG MAML3 MANEA MAP2 MAP2K4 MAP3K2 MAP4 MAPK6 MAPK8 MAPKAPK2 MARCHF4 MARCHF5 MARCKSL1 MARK1 MATR3 MBNL1 MBNL3 MBOAT2 MBTD1 MCC MCF2L2 MCL1 MCTP1 MCTS1 MCU MDFIC MDM4 MED1 MED12 MED13 MED13L MED30 MED6 MEF2C MEX3B MFAP2 MIB1 MICU3 MINDY2 MKRN3 MMADHC MMD MME MMGT1 MOB1B MOB4 MOCS2 MORC3 MOSMO MOSPD1 MPHOSPH9 MPZL1 MRPS11 MSTN MTSS1 MYBL1 MYC MYEF2 MYNN N4BP2L2 NAA15 NAA50 NAB1 NABP1 NAMPT NANOGNB NAP1L1 NAPG NCOR1 NEK7 NET1 NEXMIF NFU1 NFYA NHLH2 NIN NKX2-1 NLGN1 NOL4 NOTCH1 NOTCH2 NOVA1 NPM1 NPM3 NR2C2 NRIP1 NSD2 NSL1 NSMCE3 NTF3 NTN4 NUFIP2 NUP62CL NWD2 OAF OAS3 ORC4 OSBPL8 OSTM1 OTUD7B OXGR1 P3R3URF-PIK3R3 PAG1 PAK2 PALM2AKAP2 PAN3 PAPOLA PARD3 PARP15 PBX1 PCDH11X PCDH20 PCDHB15 PCGF5 PDE10A PDE1A PDE1C PDE4D PDE7A PDS5A PDS5B PELI1 PEX5L PFKFB2 PGR PHACTR2 PHC3 PHF14 PHF20L1 PHIP PIGN PIK3CA PIK3IP1 PIK3R1 PIK3R3 PKD2 PLAC8L1 PLAGL2 PLAT PLD5 PLEKHB2 PLEKHM3 PLPPR4 PM20D2 PNISR PPAT PPFIA1 PPM1K PPP1CC PPP1R16B PPP2R2B PPP2R5E PPP3CA PPP4R2 PPP4R3A PPP6C PRKAA2 PRKAR1A PRKCA PRKCB PRKCI PRMT1 PRMT3 PROSER1 PRPF6 PRRC1 PRSS35 PSD3 PSIP1 PSMA1 PSMD11 PTBP2 PTBP3 PTH2R PTPDC1 PTPN5 PTPRD PTPRK PTPRZ1 PUM2 PURG PUS7 PXDN PYGO1 QKI QTRT2 RAB23 RAB3C RAB40B RAC1 RAD54B RAF1 RALYL RANBP1 RANBP3L RASEF RB1 RBBP4 RBBP8 RBBP9 RBM12B RBM24 RBM27 RBM47 RBMS3 RBPJ RC3H1 RECQL REV1 RGS13 RHOQ RIMKLB RIMS1 RIT2 RNF139 RNF180 RNF19A RNF217 RNGTT ROBO1 ROR1 RORA RP2 RPL34 RPRD1A RPS3 RPS6KA3 RPS6KA6 RRP15 RSBN1 RSPRY1 RYK SACS SAMD8 SAR1B SASS6 SBSPON SCAI SCG2 SCN9A SCYL2 SEC16B SEC62 SECISBP2L SEH1L SELENOI SEMA6D SERINC3 SERPINB1 SERTAD2 SETBP1 SFPQ SGCB SGMS1 SGMS2 SH3GLB1 SH3TC2 SHISAL1 SHPRH SHROOM3 SIAH2 SIDT2 SINHCAF SKAP2 SKI SKIL SLC10A4 SLC12A2 SLC16A7 SLC17A2 SLC18B1 SLC19A2 SLC23A2 SLC25A16 SLC25A30 SLC25A36 SLC25A44 SLC2A13 SLC30A7 SLC35D1 SLC38A1 SLC4A10 SLC4A7 SLC7A11 SLC7A2 SLC9A1 SLCO5A1 SMARCA5 SMC2 SMC5 SMIM13 SMIM8 SMURF2 SNRPD1 SNW1 SNX16 SNX18 SOAT1 SOCS5 SOCS6 SOGA3 SON SORBS1 SOS2 SOST SOX2 SOX21 SOX6 SP4 SPICE1 SPIRE1 SPOCK3 SPON1 SPTSSA SRD5A1 SREK1IP1 SRFBP1 SSH2 SSU72 ST6GAL1 ST6GALNAC5 STAG2 STAM2 STARD4 STK24 STOX2 STRA6 STRBP STRN3 SUB1 SUFU SUGT1 SUZ12 SYNCRIP SYT1 SYT4 TAF5 TAOK1 TBC1D22B TBL1X TBL1XR1 TBP TC2N TCF7L2 TET2 TET3 TFAM TFDP1 TFPI2 TGDS TGFBR1 TGS1 THSD7B TIA1 TIAL1 TIGD3 TJP1 TLDC2 TLL1 TLNRD1 TM2D3 TM7SF3 TMCC3 TMCO1 TMED2 TMED4 TMEFF2 TMEM135 TMEM170A TMEM41B TMEM50A TMEM64 TMPO TMPRSS11D TMPRSS11F TNPO1 TNRC6B TOMM70 TOP1 TOX TOX3 TP53INP1 TRHDE TRIM33 TRIM36 TRIP12 TRPC1 TRUB1 TSC22D2 TSPAN9 TTC14 TTC26 TTYH2 TUT4 TVP23B TVP23C TXNRD3 UBAC2 UBE2D1 UBE2H UBE2W UBN2 UBR5 UBXN2B UBXN4 UFM1 UGGT1 UHMK1 USP10 USP13 USP15 USP24 USP25 USP37 USP38 USP42 USP46 USP49 USP53 UTRN VAPA VASP VCPIP1 VEZF1 VGLL3 VKORC1L1 VPS13C VPS4B WASF1 WDR37 WDR44 WNK3 WNT5A XPR1 XRN1 XRN2 XYLT1 YBX1 YES1 YIPF4 YIPF6 YTHDF1 YTHDF3 YWHAZ ZBED4 ZBTB2 ZBTB24 ZBTB41 ZBTB44 ZC3H12C ZCCHC14 ZDBF2 ZDHHC17 ZDHHC21 ZEB1 ZEB2 ZFAND5 ZFHX3 ZFP30 ZFR ZMPSTE24 ZMYM3 ZNF148 ZNF20 ZNF236 ZNF24 ZNF264 ZNF28 ZNF280D ZNF322 ZNF326 ZNF334 ZNF365 ZNF367 ZNF382 ZNF468 ZNF469 ZNF493 ZNF561 ZNF562 ZNF568 ZNF609 ZNF652 ZNF678 ZNF681 ZNF682 ZNF704 ZNF706 ZNF740 ZNF750 ZNF800 ZNRF2 ZSWIM6 ZYG11B MIR548AJ_5P_MIR548G_5P_MIR548X_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR548AJ_5P_MIR548G_5P_MIR548X_5P ABCB10 ABHD17B ABI1 ABLIM1 ACADL ACSL6 ACVR2A ACYP2 ADAMTS15 ADGRA2 ADNP AEBP2 AFTPH AGPAT5 ALPI ANKRD44 ANKRD46 ANO4 API5 ARHGEF7 ARL6IP1 ARMC1 ARPC3 ARPP19 AS3MT ASB5 ATAD2B ATG14 ATP11A ATP11B ATP2A2 ATP6V1B2 ATRN B3GNT2 BBOX1 BMP3 BMPR2 BNC2 BNIP2 BPTF BRWD3 BTBD7 C11orf96 C14orf132 C15orf61 C1QTNF2 C2orf42 CABLES2 CACNA1C CACUL1 CALHM4 CAMK2B CAMK2G CAMSAP1 CAND1 CASP10 CBFB CBR4 CBX6 CCAR1 CCAR2 CCNL1 CCR2 CD47 CDC20B CDC27 CDC42BPA CDCA7L CDK19 CERT1 CFL2 CGGBP1 CHFR CHMP2B CLINT1 CLIP1 CLIP4 CLOCK CNKSR2 CNOT4 CNTFR CNTN1 CNTNAP3B CPEB3 CPNE4 CPS1 CPSF6 CREB1 CREBRF CSMD1 CTNNB1 CYLD DCUN1D4 DDHD2 DDX39B DENND4C DIAPH1 DICER1 DLG2 DNA2 DNAJC16 DOCK8-AS1 DOCK9 DPP10 DPY30 DSG1 ECT2 EGR4 EIF2D ELAVL1 ELAVL4 ELOC ELOVL5 ELOVL6 ENTHD1 EPB41L4A EPC2 EPS15 ERF ESR1 EZH2 F3 FAM117A FAM168B FAM217A FAM43A FAM76B FAR1 FBXO8 FBXO9 FGD6 FLNC FNDC3B FOXJ2 FOXN3 FRA10AC1 FRZB FSTL1 FZD3 FZD6 GABRA4 GABRA5 GABRB2 GALNT16 GALNT4 GAREM1 GCC2 GDAP2 GID4 GIT2 GLIS3 GLS GNAI3 GNPNAT1 GPATCH2L GPBP1L1 GPC3 GPM6A GPR85 GRM7 GSPT1 GTF2A1 GUCD1 HCFC2 HECW2 HIPK3 HMGA2 HNRNPR HOXA1 HOXA9 HOXC10 HSBP1 IDS IGF2BP2 IGFBP3 IL33 INO80D INPP5J INSIG1 IPMK ITM2C IVNS1ABP JAKMIP1 JCAD KATNAL1 KBTBD11 KBTBD8 KCNE3 KCNJ13 KCNJ3 KCNJ4 KCTD8 KDM2B KDM7A KIAA0586 KLF10 KLF7 KLHL15 KLHL8 KMT2E KPNA6 KRT24 KRTAP2-4 L3MBTL3 LCLAT1 LCOR LINC02693 LNPEP LONRF1 LONRF3 LRP2 LRP6 LRP8 LRRC8B LRRFIP1 LSM12 LYPLA1 MAEA MAFG MAMDC2 MAN1A1 MAP2 MAP2K3 MAP3K20 MAP7 MAPK8 MAPRE2 MAT2B MATN3 MBL2 MC2R MDM4 MEAK7 MED12L MED13L MEF2A MEF2C MEGF10 MEOX2 MFHAS1 MGAT2 MID1 MIER1 MIP MKX MMGT1 MMP16 MPRIP MSL2 MSRB3 MTF1 MTMR6 MYBL1 MYL12A NADK NANP NAV2 NCOA4 NDFIP2 NEDD1 NEDD4L NEUROD2 NGLY1 NHEJ1 NKX3-1 NLGN4Y NPTN NRXN1 NUP107 NUP58 OLFM3 ORMDL3 PAK5 PAK6-AS1 PALD1 PAX9 PCCB PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 PCGF5 PCSK5 PDCD10 PDE5A PDS5A PEX5L PFDN4 PGM3 PHLDB2 PIGK PIGM PIK3CA PIK3R3 PIP5K1B PLAC8 PLCB1 PLEKHA1 PLXNA4 POC1B-GALNT4 POU3F4 PPM1B PPP1R15B PPP1R3B PPP1R3D PPP2R5E PPP3R1 PPTC7 PRDM16 PRKAA1 PRKAR2B PRMT8 PROX1 PRPF39 PRSS23 PSAP PSD3 PTPRR PUM1 PWWP3B RAB21 RAB23 RAB9B RARG RASGRP4 RBAK RBM11 RBM27 RBMS1 RBMS2 RC3H1 RFX7 RGS4 RHAG RHOBTB3 RICTOR RIMS2 RNF19A ROBO1 RPL26L1 RSPO3 RUNX1T1 S1PR1 SACS SALL1 SAP30L SCAF11 SCN3A SDC1 SDC2 SECISBP2L SEH1L SELENOT SEMA4C SENP1 SENP2 SEPTIN11 SERBP1 SETDB2 SF3B3 SFRP2 SGCB SGPP1 SH3KBP1 SHANK1 SIM2 SLC12A8 SLC16A7 SLC2A13 SLC30A4 SLC30A5 SLC38A1 SLC4A7 SLC6A6 SLITRK5 SMAD4 SMAD5 SMCR8 SMU1 SMURF2 SNIP1 SNX27 SOCS6 SORBS1 SORCS1 SOX11 SOX6 SPART SPATA6L SPON1 SPRED1 SPTLC2 SPTSSB SPTY2D1 SRBD1 SRSF12 ST3GAL2 ST8SIA3 STAU2 STRN STXBP5 STXBP6 SULT1E1 SUPT7L SVOP SYNM SYT11 TAOK1 TAOK3 TCF4 TDRP TENM1 TENT2 TENT4B TGFBR1 TGFBR2 TGIF2 TGM3 THOC3 THSD7A TLCD4-RWDD3 TMCC3 TMEM14B TMEM250 TMEM255A TMEM68 TMEM98 TMEM9B TMTC1 TNFRSF19 TNPO1 TP63 TPGS2 TRA2B TRAPPC10 TRIM33 TRIM67 TRIO TSC1 TSHZ3 TXNL1 UBA3 UCP3 UHRF2 UNC5C USF3 USP19 USP25 USP33 USP4 UTS2 UVSSA VKORC1L1 VPS35 WBP4 WDR44 WDR45B WNK3 XYLT1 YAP1 YES1 YTHDF3 ZBTB18 ZBTB41 ZC3H4 ZC3H7A ZC3HAV1L ZEB2 ZMAT3 ZNF217 ZNF367 ZNF598 ZNF708 ZNF92 MIR548AK_MIR548AM_5P_MIR548C_5P_MIR548H_5P_MIR548O_5P_MIR548AU_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR548AK_MIR548AM_5P_MIR548C_5P_MIR548H_5P_MIR548O_5P_MIR548AU_5P A1CF ABCA5 ABI3BP ACADL ACAT2 ACBD3 ACBD5 ACTN4 ACVR2B ADAM22 ADAM30 ADAMDEC1 ADAMTS1 ADGRB3 ADH5 AFDN AFTPH AGTR1 AHSA2P AIDA AK3 ALG11 ANAPC1 ANGEL2 ANKRD10 ANKRD22 ANKRD26 ANKRD46 AP1AR APPBP2 AQP3 ARFRP1 ARID2 ARL13B ARL6IP6 ARMCX3 ARRDC4 ASB3 ATP11A ATXN2 ATXN7L1 B3GALT5 BBS10 BBX BCL2L2 BEND7 BMI1 BMT2 BNIP3 BOD1L1 BRWD1 BRWD3 BTF3L4 BTG2 BTG3 C11orf87 C18orf25 C21orf91 C3orf38 C5orf24 C6orf120 C9orf40 CA8 CACNA2D3 CACUL1 CAMLG CAMSAP2 CAPN2 CARF CBFB CBX3 CCDC117 CCDC179 CCDC47 CCDC50 CCNB1 CCNG2 CCNY CCP110 CCSER1 CD163 CD99 CDK6 CEP120 CEP350 CERS6 CFAP44 CFDP1 CFL2 CHN1 CHRNA7 CHST9 CIAO2A CISD2 CLCN4 CLDN12 CLVS2 CMPK2 CNTN1 COL11A1 COMMD3-BMI1 CRACD CRIPT CSGALNACT2 CSNK1D CTNNA3 CYBRD1 DAAM1 DCDC2 DDIT4 DEFA6 DENND1B DHRS1 DIAPH3 DIP2B DNAJB14 DNAJB4 DOLPP1 DPY19L3 DTWD2 DUS4L DUSP7 DYNC1I2 DYNC1LI2 EDIL3 EEA1 EIF2AK2 ELL2 EPB41L5 EPHA3 ERC2 ETF1 EVI2A EXOC5 FAM133A FAM135A FAM199X FAM221A FBXL3 FEM1C FGD4 FGFR1OP2 FGL2 FIGN FLRT3 FMNL2 FNDC3B FNIP2 FOXG1 FRMD5 FSBP FYB2 FZD3 FZD5 FZD7 GABPA GABPB1 GABRA4 GAPVD1 GASK1A GATM GCC2 GCNT1 GLIPR1 GNAQ GOLGA6L2 GOPC GPALPP1 GPATCH11 GPC6 GPD2 GPR155 GPR85 GRID2 GRIP1 GRM5 GRM7 GSE1 GSTCD GTF3C3 GUCY1A2 GUCY1B1 GULP1 HDAC9 HECA HIPK1 HLTF HMBOX1 HNRNPDL HOMER1 HOOK3 HOXD13 HTR2C IGF1 IGF2BP3 IGSF3 IKBIP IKZF2 ITGAV ITGB6 JARID2 KATNBL1 KCNJ3 KIAA1586 KIF20B KL KLF10 KLF7 KLF8 KLRD1 KPNA4 KRT28 LACTB LACTB2 LANCL1 LARP4 LATS1 LCOR LCTL LIN7A LMCD1 LMX1A LPP LRP1B LRRC4B LRRC7 LRRTM3 LSAMP LVRN MAGT1 MAML1 MAP4K4 MAP9 MARCHF6 MAST3 MAST4 MBIP MBNL2 MBNL3 MCF2L2 MDFIC ME1 MECP2 MED6 MEIS2 METTL6 METTL8 MEX3D MFN1 MFSD8 MGARP MIDEAS MIER1 MIER3 MIGA1 MINDY2 MMD MMP16 MMUT MTA1 MTF1 MTFR1 MTMR6 MYCN MZT1 NAA30 NAT1 NAV2 NCKAP1 NDC1 NDFIP2 NEDD4L NEGR1 NFAT5 NFKB1 NOS2 NOTCH2 NOTUM NR2C1 NRG4 NRXN1 NTF3 NUMB NUP160 NUP50 NUP54 OAZ1 ODAPH OGFRL1 ONECUT2 PAPOLG PAQR9 PAX5 PCDH11X PCDH11Y PCLO PDCD5 PDE1C PDE4D PDZRN4 PGAM1 PGRMC2 PHYHIPL PITX2 PIWIL3 PLEKHG1 PLEKHH2 POLR2H POU2F1 PPARG PPEF2 PPHLN1 PPP1R2 PPP1R27 PPP1R9A PPP5C PRELID2 PREX2 PRKAA1 PRKAA2 PRKAG2 PRKG1 PROK2 PROSER1 PRPF39 PRPF40A PRPF4B PRRC1 PSMC2 PTBP3 PTGFRN PTPRG PTPRR RAB27B RAB8B RALA RAP1A RAP2A RASSF8 RBBP8 RC3H1 RESF1 RETREG1 REV3L RFC3 RFX7 RGPD4 RGPD5 RGPD6 RGPD8 RGS7BP RHOQ RHPN2 RIC1 RICTOR RIMOC1 RMND5A RNF138 RNF149 RNF217 RO60 RORA RPS6KA5 RRAGD S1PR1 SACS SAMD8 SANBR SCAMP1 SCARF1 SCML2 SCN1A SCN3A SCN8A SDC2 SDE2 SDF4 SEC22C SEC24A SECISBP2L SENP1 SERINC3 SERINC5 SESTD1 SETD2 SF3A1 SFMBT1 SFT2D1 SH3D19 SIX4 SKIDA1 SLAIN1 SLC24A3 SLC30A5 SLC4A7 SLCO5A1 SLU7 SMAD5 SMAD9 SMG1 SNAP91 SNX16 SNX30 SOX5 SPAG9 SPATA6L SPDYE1 SPOCK3 SREK1 SRP9 SRSF3 SRSF6 SSR3 STEAP2 STXBP5 STYX SUMF1 SYNM SYTL5 TBCA TBCK TCF12 TFAM TFDP3 THSD7A TIFAB TLCD4 TMED7 TMEFF2 TMEM135 TMEM167B TMEM200A TMEM255A TMEM65 TMTC1 TMTC3 TNFRSF21 TOLLIP TP53INP1 TPM3 TRA2B TRAM1 TRIM2 TRIM9 TRPC1 TRPC5 TRUB1 TTC13 TTC19 TXLNG U2SURP UBA6 UBE2A UEVLD UGDH UGT8 UNC80 URI1 UTP3 WAPL WDR26 WDR47 WDR7 XPNPEP1 YIPF5 ZBTB10 ZBTB11 ZBTB20 ZBTB25 ZBTB41 ZBTB44 ZC3HAV1L ZCCHC8 ZDHHC15 ZDHHC2 ZDHHC21 ZEB2 ZFAND5 ZNF148 ZNF326 ZNF454 ZNF486 ZNF492 ZNF503 ZNF559 ZNF608 ZNF652 ZNF680 ZNF747 ZNF792 ZNG1A ZNG1B ZNG1C ZNG1E ZNG1F ZRANB2 MIR548AL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR548AL ATRNL1 CENPBD1P EIF4E3 EIF4G2 EPHA4 FEM1A GPATCH2L MIER3 NSD2 PPP3CA RNF43 ZNF292 MIR548AN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR548AN ABHD17B ACTR1A ADAM22 AFF4 AGFG1 AGMO AGO3 AGO4 AK3 AKAP13 ALG5 AMER1 AMER2 ANKLE2 ANKRD12 ANTXR1 ANTXR2 APH1A APIP ARHGAP44 ARL5B ARL6IP5 ARPC3 ASCL1 ATAD2B ATF7 ATL2 ATL3 ATMIN ATP2B1 ATP6V0E1 ATP8A1 ATXN1L ATXN7 AXIN2 B3GNT2 B4GALT1 BAG1 BBX BCL2L2-PABPN1 BEND4 BEX3 BHLHE40 BLOC1S6 BMPR1A C1GALT1 C2orf69 C2orf80 C5orf24 C9orf72 CA10 CACNB4 CALM2 CALU CAMK1D CARMIL1 CBL CBLB CBX2 CBY1 CC2D1B CCDC144NL CCDC177 CCDC40 CCNE1 CCSAP CD69 CDH2 CDH4 CDHR3 CDON CDYL2 CECR2 CEP162 CEP350 CERS2 CERT1 CHD1 CHSY3 CILP CIT CLCA2 CLIC5 CLOCK CNN3 CNOT4 CNOT9 COL11A1 COPZ1 CORIN CREBBP CSMD1 CTDSP2 CTXN1 CXADR CYRIB DACT1 DAG1 DENND1B DLL1 DTD1 DUSP19 DYNC1LI2 EAF1 EGR1 EIF4A2 ELL ELL2 ENDOD1 EPN2 EPS8 ERBB4 ESRRG ETS2 ETV5 EVI5 FABP3 FAM13B FAM171A1 FAM91A1 FAM98A FBXO38 FBXO42 FCGR2A FERMT2 FNBP1 FOXE1 FPGS FRMD3 FRMD6 FSBP FUCA1 FUNDC2 FZD3 FZD4 GABRA2 GALNT1 GALNT10 GALNT12 GATA6 GATAD2A GATAD2B GDAP1L1 GEMIN8 GLCCI1 GLRA2 GLUD1 GLUD2 GOLGA1 GOLGA3 GPATCH2L GPM6B GPR158 GRAMD1C GRB2 GRK3 H2AZ1 H6PD HECTD2 HES5 HIVEP1 HIVEP3 HNRNPA2B1 HP1BP3 HS6ST2 HYCC2 IDO2 IGF1R IGF2R IKZF4 IL20RA IMPACT ING1 ING2 ING3 INO80D INPP4A INSM1 INSYN2A IQGAP1 IQGAP2 IRAG2 ITGB1 ITPR1 IVNS1ABP JADE1 JADE2 JPH3 KAT6A KAT6B KCNA1 KCNS2 KCTD12 KDELR1 KIF3A KLF7 KLHL15 KLHL42 KLHL7 KPNA1 KPNA3 LARP1B LBH LBR LDB1 LGI1 LIMD2 LIMS1 LPP LRCH1 LRRC7 LRRC8B LRRC8C MACO1 MAGI1 MAP3K2 MBD2 MBNL3 MCTP1 METAP2 MIER3 MLF2 MMD MRTFB MTMR10 MTR MTUS1 MTX3 MXD1 MYO1E MZT1 NAMPT NCAM1 NCBP2 NEMP1 NETO1 NEXMIF NFAT5 NFIA NFIB NFYB NIPA1 NIPAL3 NKIRAS1 NME4 NR1D2 NR2C2 NRN1 NRP1 NRXN1 NSUN2 NSUN4 NT5E NUP153 NUP50 NWD1 NYAP2 OSBPL10 OSBPL8 OSTM1 OXCT1 P2RY1 PABPN1 PAK2 PAK5 PALLD PAPOLA PAPSS2 PAQR9 PARD3 PATL2 PAX5 PBRM1 PCDH17 PCDH7 PCDHB4 PCMTD2 PCNX1 PDCD10 PDE2A PDE4B PEG3 PGS1 PHACTR1 PHC3 PHF20L1 PIGM PIGN PIK3C2A PIM1 PIP4P2 PKN2 PLCB1 PLP2 POLQ POLR1C POLR3B PPARGC1A PPP3CA PROX1 PRR15L PRRC2C PRTG PSEN2 PTBP3 PTGFR PTPN1 PTPN11 PTPN14 PTPRJ PUS7 RAB11FIP1 RAB21 RAB43 RAB5B RAB8B RABGEF1 RAP2C RAPGEF5 RBFOX2 RBMS1 RCAN2 RDX RECQL REEP1 RELCH RER1 RFC1 RFX3 RFX4 RFX6 RHOBTB1 RHOU RICTOR RIMBP2 RIMKLA RIT2 RNF103 RNF135 RNF144A RNPC3 RRAGA RSAD2 RSPRY1 SACM1L SBNO2 SCML4 SCN7A SDC2 SDK2 SEL1L SENP5 SEPHS1 SERINC5 SERTAD2 SESN3 SFT2D2 SGPP1 SH3BGRL2 SH3D19 SH3PXD2A SHC1 SKAP1 SKP2 SLC18A2 SLC26A2 SLC30A7 SLC37A1 SLC7A14 SLC9A2 SLCO3A1 SLF2 SMAD4 SMARCC1 SMIM17 SNTA1 SNX18 SNX30 SNX6 SOGA1 SOS1 SOS2 SOX17 SOX8 SP1 SPATA13 SPIN1 SPO11 SPRY3 SRF SRGAP1 SRSF6 SSB SSH2 ST6GALNAC5 STAG1 STK24 STK26 STRN STT3B SUMO3 SVIP SYNCRIP SYNJ2BP TAB3 TBC1D20 TEAD1 TECPR2 TENM1 TENT5D TET1 TET2 TFDP2 TFEB TGFBR1 TLCD4 TM2D2 TM9SF1 TM9SF3 TMCO3 TMEM128 TMEM33 TMEM47 TMEM70 TMOD1 TNFSF11 TNFSF13B TNRC6B TRAPPC2L TRIM44 TRPC5 TSHZ2 TSPYL5 TST TTC17 TUB TUBGCP3 TULP4 UBA2 UBE2E1 UBE2E3 UBN1 UBQLN2 UCK2 UFM1 USP15 USP25 USP30 USP31 USP37 USP9X VAMP3 VAPA VAPB VCL VIM VPS35 VSIG10 WBP11 WDR33 WDR6 WTAP XYLT1 YME1L1 YTHDF3 ZBTB41 ZBTB44 ZDHHC6 ZFX ZIC3 ZIM3 ZMAT3 ZNF107 ZNF117 ZNF236 ZNF333 ZNF518A ZNF532 ZNF550 ZNF737 ZNF77 ZNRF3 ZXDA ZYG11B MIR548AO_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR548AO_3P ACACA CLEC12B CSRNP1 DNAL4 DYRK1A ELK4 EYA4 HOXD10 KCNN3 MAFA MFSD14A MYCBP OXR1 PTCHD1 SH3GLB1 SIGLEC14 XPR1 XRCC5 YBX1 ZNF521 MIR548AO_5P_MIR548AX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR548AO_5P_MIR548AX AGO3 AKIRIN2 AMD1 ANKRD40 ANO4 APH1B APPL1 ARPP19 ASF1A ATP13A4 B2M B3GALNT1 BIVM BRCA2 C10orf88 C22orf39 C5orf47 C8orf76 CCDC32 CCDC73 CDK19 CFAP418 CHCHD3 CLDN8 CLOCK CMPK2 CNOT2 CNTN3 CRYZ CSNK1G3 CYP4A22 DDAH1 DDX18 DDX52 DENND1B DEUP1 DLX6 DMAC1 E2F5 EGFR EIF5 ENOX2 EOMES EPHA5 FAM120A FAM13B FANCL FBXL5 FBXO38 FKBP14 FOXN2 FZD5 GABRB1 GANAB GIGYF2 GOLGA6L10 GOLGA6L4 GOLGA6L9 GOLGA8A GOLGA8B GPR83 GSDMC GYPE GZF1 HDAC9 HNRNPC IARS1 ITGB8 JAGN1 JAK2 JPH4 KCMF1 KCNT2 KLHL14 KLRC4 LHFPL3 LMAN1 LONRF2 LPCAT1 LRAT LRIG1 LURAP1 MAT2B MED13 MEGF10 MGP MKLN1 NEXMIF NIPBL NIPSNAP3A NOTCH2NLA NPAP1 NPAS2 NR1H4 NT5C1B NWD2 OSBPL8 OTC PALM2AKAP2 PAN3 PCDH11X PCDH11Y PDE3B PDE4DIP PFN4 PHIP POLR2D PRIMPOL PRKACB RAB18 RAB8B RAD23B RANBP9 RBM26 REV3L RORA RSAD2 RUBCNL RYK SAMD8 SAR1A SBNO1 SEPTIN14 SFMBT2 SGIP1 SH3GLB1 SHPK SI SLC16A2 SLC25A34 SLC4A10 SLIT2 SLMAP SREK1 SSH1 STK33 SUB1 TAOK3 TAPT1 TEAD1 TGFBR1 TM4SF20 TMEM68 TMSB4X TMSB4Y TNFSF13B TOR1AIP2 TOX TPRG1L TRMT13 TSPAN2 TSPAN6 TSR1 TUBG1 TVP23A U2SURP UBAP2 ULK2 UNC80 UQCRB WWTR1 XPO1 ZBED5 ZDHHC21 ZFAND4 ZFHX3 ZNF217 ZNF236 ZNF280D ZNF492 ZNF711 ZNF761 ZNF765 ZNF813 ZSCAN16 MIR548AP_5P_MIR548J_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR548AP_5P_MIR548J_5P A1CF ABCA5 ABI3BP ACADL ACAT2 ACBD3 ACBD5 ACTN4 ACVR2B ADAM22 ADAM30 ADAMDEC1 ADAMTS1 ADGRB3 ADH5 AFDN AFTPH AGTR1 AHSA2P AIDA AK3 ALG11 ANAPC1 ANGEL2 ANKRD10 ANKRD22 ANKRD26 ANKRD46 AP1AR APPBP2 AQP3 ARFRP1 ARID2 ARL13B ARL6IP6 ARMCX3 ARRDC4 ASB3 ATP11A ATXN2 ATXN7L1 B3GALT5 BBS10 BBX BCL2L2 BEND7 BMI1 BMT2 BNIP3 BOD1L1 BRWD1 BRWD3 BTF3L4 BTG2 BTG3 C11orf87 C18orf25 C21orf91 C3orf38 C5orf24 C6orf120 C9orf40 CA8 CACNA2D3 CACUL1 CAMLG CAMSAP2 CAPN2 CARF CBFB CBX3 CCDC117 CCDC179 CCDC47 CCDC50 CCNB1 CCNG2 CCNY CCP110 CCSER1 CD163 CD99 CDK6 CEP120 CEP350 CERS6 CFAP44 CFDP1 CFL2 CHN1 CHRNA7 CHST9 CIAO2A CISD2 CLCN4 CLDN12 CLVS2 CMPK2 CNTN1 COL11A1 COMMD3-BMI1 CRACD CRIPT CSGALNACT2 CSNK1D CTNNA3 CYBRD1 CYP3A7 DAAM1 DCDC2 DDIT4 DEFA6 DENND1B DHRS1 DIAPH3 DIP2B DNAJB14 DNAJB4 DOLPP1 DPY19L3 DTWD2 DUS4L DUSP7 DYNC1I2 DYNC1LI2 EDIL3 EEA1 EIF2AK2 ELL2 EPB41L5 EPHA3 ERC2 ETF1 EVI2A EXOC5 FAM133A FAM135A FAM199X FAM221A FBXL3 FEM1C FGD4 FGFR1OP2 FGL2 FIGN FLRT3 FMNL2 FNDC3B FNIP2 FOXG1 FRMD5 FSBP FYB2 FZD3 FZD5 FZD7 GABPA GABPB1 GABRA4 GAPVD1 GASK1A GATM GCC2 GCNT1 GLIPR1 GNAQ GOLGA6L2 GOPC GPALPP1 GPATCH11 GPC6 GPD2 GPR155 GPR85 GRID2 GRIP1 GRM5 GRM7 GSE1 GSTCD GTF3C3 GUCY1A2 GUCY1B1 GULP1 HDAC9 HECA HIPK1 HLTF HMBOX1 HNRNPDL HOMER1 HOOK3 HOXD13 HTR2C IGF1 IGF2BP3 IGSF3 IKBIP IKZF2 ITGAV ITGB6 JARID2 KATNBL1 KCNJ3 KIAA1586 KIF20B KL KLF10 KLF7 KLF8 KLRD1 KPNA4 KRT28 LACTB LACTB2 LANCL1 LARP4 LATS1 LCOR LCTL LIN7A LMCD1 LMX1A LPP LRP1B LRRC4B LRRC7 LRRTM3 LSAMP LVRN MAGT1 MAML1 MAP4K4 MAP9 MARCHF6 MAST3 MAST4 MBIP MBNL2 MBNL3 MCF2L2 MDFIC ME1 MECP2 MED6 MEIS2 METTL6 METTL8 MEX3D MFN1 MFSD8 MGARP MIDEAS MIER1 MIER3 MIGA1 MINDY2 MMD MMP16 MMUT MTA1 MTF1 MTFR1 MTMR6 MYCN MZT1 NAA30 NAT1 NAV2 NCKAP1 NDC1 NDFIP2 NEDD4L NEGR1 NFAT5 NFKB1 NOS2 NOTCH2 NOTUM NR2C1 NRG4 NRXN1 NTF3 NUMB NUP160 NUP50 NUP54 OAZ1 ODAPH OGFRL1 PAPOLG PAQR9 PAX5 PCDH11X PCDH11Y PCLO PDCD5 PDE1C PDE4D PDZRN4 PGAM1 PGRMC2 PHYHIPL PITX2 PLEKHG1 PLEKHH2 POLR2H PPARG PPEF2 PPHLN1 PPP1R2 PPP1R27 PPP1R9A PPP5C PRELID2 PREX2 PRKAA1 PRKAA2 PRKAG2 PRKG1 PROK2 PROSER1 PRPF39 PRPF40A PRPF4B PRRC1 PSMC2 PTBP3 PTGFRN PTPRG PTPRR RAB27B RAB8B RALA RAP1A RAP2A RASSF8 RBBP8 RC3H1 RESF1 RETREG1 REV3L RFC3 RFX7 RGPD4 RGPD5 RGPD6 RGPD8 RGS7BP RHOQ RHPN2 RIC1 RICTOR RIMOC1 RMND5A RNF138 RNF149 RNF217 RO60 RORA RPS6KA5 RRAGD S1PR1 SACS SAMD8 SANBR SCAMP1 SCARF1 SCML2 SCN1A SCN3A SCN8A SDC2 SDE2 SDF4 SEC22C SEC24A SECISBP2L SENP1 SERINC3 SERINC5 SESTD1 SETD2 SF3A1 SFMBT1 SFT2D1 SH3D19 SIX4 SKIDA1 SLAIN1 SLC24A3 SLC30A5 SLC4A7 SLCO5A1 SLU7 SMAD5 SMAD9 SMG1 SNAP91 SNX16 SNX30 SOX5 SPAG9 SPATA6L SPDYE1 SPOCK3 SREK1 SRP9 SRSF3 SRSF6 SSR3 STEAP2 STXBP5 STYX SUMF1 SYNM SYTL5 TBCA TBCK TCF12 TFAM TFDP3 THSD7A TIFAB TLCD4 TMED7 TMEFF2 TMEM135 TMEM167B TMEM200A TMEM255A TMEM65 TMTC1 TMTC3 TNFRSF21 TOLLIP TP53INP1 TPM3 TRA2B TRAM1 TRIM2 TRIM9 TRPC1 TRPC5 TRUB1 TTC13 TTC19 TXLNG U2SURP UBA6 UBE2A UEVLD UGDH UGT8 UNC80 URI1 UTP3 WAPL WDR26 WDR47 WDR7 XPNPEP1 YIPF5 ZBTB10 ZBTB11 ZBTB20 ZBTB25 ZBTB41 ZBTB44 ZC3HAV1L ZCCHC8 ZDHHC15 ZDHHC2 ZDHHC21 ZEB2 ZFAND5 ZNF148 ZNF326 ZNF454 ZNF486 ZNF492 ZNF503 ZNF559 ZNF608 ZNF652 ZNF680 ZNF747 ZNF792 ZNG1A ZNG1B ZNG1C ZNG1E ZNG1F ZRANB2 MIR548AQ_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR548AQ_5P ABCA5 ABI3BP ACADL ACAT2 ACBD3 ACBD5 ACTN4 ACVR2B ADAM22 ADAM30 ADAMDEC1 ADAMTS1 ADGRB3 ADH5 AFDN AFTPH AGTR1 AHSA2P AIDA AK3 ALG11 ANAPC1 ANGEL2 ANKRD10 ANKRD22 ANKRD26 AP1AR APPBP2 AQP3 ARFRP1 ARID2 ARL13B ARL6IP6 ARMCX3 ARRDC4 ASB3 ATP11A ATXN2 ATXN7L1 B3GALT5 BBS10 BBX BCL2L2 BEND7 BMI1 BMT2 BNIP3 BOD1L1 BRWD1 BRWD3 BTF3L4 BTG2 BTG3 C11orf87 C18orf25 C21orf91 C3orf38 C5orf24 C6orf120 C9orf40 CA8 CACNA2D3 CACUL1 CAMLG CAMSAP2 CAPN2 CARF CBFB CBX3 CCDC117 CCDC179 CCDC47 CCDC50 CCNB1 CCNG2 CCNY CCP110 CCSER1 CD163 CD99 CDK6 CEP120 CEP350 CERS6 CFAP44 CFDP1 CFL2 CHN1 CHRNA7 CHST7 CHST9 CIAO2A CISD2 CLCN4 CLDN12 CLVS1 CLVS2 CMPK2 CNTN1 COL11A1 COMMD3-BMI1 CRACD CRIPT CSGALNACT2 CSNK1D CTNNA3 CYBRD1 DAAM1 DCDC2 DCUN1D5 DDIT4 DEFA6 DENND1B DHRS1 DIAPH3 DNAJB14 DNAJB4 DOLPP1 DPY19L3 DTWD2 DUS4L DUSP7 DYNC1I2 DYNC1LI2 EDIL3 EEA1 EIF2AK2 ELL2 EPB41L5 EPHA3 ERC2 ETF1 EVI2A EXOC5 FAM111A FAM133A FAM135A FAM199X FAM221A FBXL3 FEM1C FGD4 FGFR1OP2 FGL2 FIGN FLRT3 FMNL2 FNDC3B FNIP2 FOXG1 FRMD5 FSBP FYB2 FZD3 FZD5 FZD7 GABPA GABPB1 GABRA4 GAPVD1 GASK1A GATM GCC2 GLIPR1 GNAQ GOLGA6L2 GOPC GPALPP1 GPATCH11 GPC6 GPD2 GPR155 GPR85 GPSM2 GRID2 GRIP1 GRM5 GRM7 GSE1 GSTCD GTF3C3 GUCY1A2 GUCY1B1 GULP1 HDAC9 HECA HIPK1 HLTF HMBOX1 HNRNPDL HOMER1 HOOK3 HOXD13 HTR2C IGF1 IGF2BP3 IGSF3 IKBIP IKZF2 ITGAV ITGB6 JARID2 KATNBL1 KCNJ3 KIAA1586 KIF20B KL KLF10 KLF7 KLF8 KLRD1 KPNA4 KRT28 LACTB LACTB2 LANCL1 LARP4 LATS1 LCOR LCTL LIN7A LMCD1 LMX1A LPP LRP1B LRRC4B LRRC7 LRRTM3 LSAMP LVRN MAGT1 MAML1 MAP4K4 MAP9 MARCHF6 MAST3 MAST4 MBIP MBNL2 MBNL3 MCF2L2 MDFIC ME1 MECP2 MED6 MEIS2 METTL6 METTL8 MEX3D MFN1 MFSD8 MGARP MIDEAS MIER1 MIER3 MIGA1 MINDY2 MMD MMP16 MMUT MTA1 MTF1 MTFR1 MTMR6 MYCN MZT1 NAA30 NAT1 NAV2 NCKAP1 NDC1 NDFIP2 NEDD4L NEGR1 NFAT5 NFKB1 NOS2 NOTCH2 NOTUM NR2C1 NRG4 NRXN1 NTF3 NUMB NUP160 NUP50 NUP54 OAZ1 ODAPH OGFRL1 ONECUT2 PAPOLG PAQR9 PAX5 PCDH11X PCDH11Y PCLO PDCD5 PDE1C PDE4D PDZRN4 PGAM1 PGRMC2 PHYHIPL PITX2 PIWIL3 PLEKHG1 PLEKHH2 POLR2H POU2F1 PPARG PPEF2 PPHLN1 PPP1R2 PPP1R27 PPP1R9A PPP5C PRELID2 PREX2 PRKAA1 PRKAA2 PRKAG2 PRKG1 PROK2 PROSER1 PRPF39 PRPF40A PRPF4B PRRC1 PSMC2 PTBP3 PTGFRN PTPRG PTPRR RAB27B RAB8B RAD54B RALA RAP1A RAP2A RASSF8 RBBP8 RC3H1 RESF1 RETREG1 REV3L RFC3 RFX7 RGPD4 RGPD5 RGPD6 RGPD8 RGS7BP RHOQ RHPN2 RIC1 RICTOR RIMOC1 RMND5A RNF138 RNF149 RNF217 RO60 RORA RPS6KA5 RRAGD S1PR1 SACS SAMD8 SANBR SCAMP1 SCARF1 SCML2 SCN1A SCN3A SCN8A SDC2 SDE2 SDF4 SEC22C SEC24A SECISBP2L SENP1 SERINC3 SERINC5 SESTD1 SETD2 SF3A1 SFMBT1 SFT2D1 SGIP1 SH3BGRL SH3D19 SIX4 SKIDA1 SLAIN1 SLC24A3 SLC30A5 SLC4A7 SLCO5A1 SLU7 SMAD5 SMAD9 SMG1 SNAP91 SNX16 SNX30 SOX5 SPAG9 SPATA6L SPDYE1 SPOCK3 SREK1 SRP9 SRSF3 SRSF6 SSR3 STEAP2 STXBP5 STYX SUMF1 SYNM SYTL5 TBCA TBCK TCF12 TFAM TFDP3 THSD7A TIFAB TLCD4 TMED7 TMEFF2 TMEM135 TMEM167B TMEM200A TMEM255A TMEM65 TMTC1 TMTC3 TNFRSF21 TOLLIP TP53INP1 TPM3 TRA2B TRAM1 TRIM2 TRIM9 TRPC1 TRUB1 TTC13 TTC19 TXLNG UBA6 UBE2A UEVLD UGDH UGT8 UNC80 URI1 UTP3 WAPL WDR26 WDR47 WDR7 XPNPEP1 YIPF5 ZBTB10 ZBTB11 ZBTB20 ZBTB25 ZBTB41 ZBTB44 ZC3HAV1L ZCCHC8 ZDHHC15 ZDHHC2 ZDHHC21 ZEB2 ZFAND5 ZNF148 ZNF326 ZNF454 ZNF486 ZNF492 ZNF503 ZNF559 ZNF608 ZNF652 ZNF680 ZNF747 ZNF792 ZNG1A ZNG1B ZNG1C ZNG1E ZNG1F ZRANB2 MIR548AR_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR548AR_3P ABCC2 ABHD6 ACKR3 ACVR1C ACVR2B ACYP2 ADAM10 ADAM22 ADAMTS5 ADAMTSL3 ADGRB3 ADH5 ADIPOQ ADPRH ADSS2 AHDC1 ALKBH5 ALS2 AMER1 AMPH ANGEL2 ANKRD11 ANKRD33B ANKRD55 APELA APLF APOL6 ARHGAP21 ARHGAP6 ARID4A ARL6IP1 ARL8B ARPP19 ASB15 ATF2 ATF7IP2 ATL1 ATP11C ATP2A2 ATRNL1 ATRX ATXN1 ATXN3 ATXN7 ATXN7L1 B3GAT1 B3GLCT B4GALT6 BBS5 BCL11A BCLAF1 BCOR BCORL1 BEX2 BMPR2 BOLL BRWD1 BRWD3 BTF3 BZW1 C18orf25 C1orf131 C3orf70 C4orf51 CALB1 CALM1 CAMTA1 CAVIN4 CCAR1 CCDC186 CCL28 CCNYL1 CCSER1 CD47 CDC14A CDC42BPB CDCA4 CDCA7 CDK13 CDK19 CDK6 CDYL CELSR1 CENPH CEP85L CFAP418 CFHR5 CHCHD7 CHRAC1 CHST14 CLASP2 CLU CNBP CNEP1R1 CNOT6L CNTN1 CNTN4 CNTNAP2 COL19A1 COMMD3-BMI1 COX15 CPNE3 CPNE8 CREB5 CSDE1 CSK CSTF3 CTTNBP2 CUL3 CXCR4 CXXC4 DCC DDX3X DENND4C DGKH DHH DIDO1 DKK3 DMD DNAJC27 DR1 DSC2 DSG2 DTD2 DYNC1LI2 EBF2 ECT2 EDEM3 EGFL8 EHMT1 EIF1 EIF4E ELAVL1 ELK4 ENOPH1 ENPP2 ENSG00000275993 ENTPD1 EPC1 ERBIN ESYT2 ETNK1 EVI5 EZR FAM120A FAM149B1 FAM161A FAM169A FAM3C FAM76A FBXO22 FBXW7 FERMT2 FGFR1OP2 FGG FJX1 FLI1 FLT1 FMC1-LUC7L2 FNDC3A FNIP2 FOXJ3 FOXO3 FTHL17 FTO FZD3 FZD4 G3BP2 GABPB1 GABRB1 GABRG1 GADD45A GALNT1 GCNT1 GCSAML GEMIN2 GEMIN5 GFRA1 GKAP1 GNAO1 GNB2 GNS GPAM GPC4 GPR137B GPR22 GPR63 GPR85 GRIA3 GSPT1 GTF2A1 GTF2IRD2 GTF2IRD2B GUCY1A1 GUCY1B1 HACD3 HACE1 HAPLN1 HCFC2 HECTD2 HERC1 HERC4 HLF HLTF HNRNPUL2 HS3ST3A1 HTR5A HYPK IER3IP1 IFT81 IKBIP IKZF2 INHBB INO80D INTS15 IPMK IQCJ-SCHIP1 IREB2 ITGAV ITPR1 ITPRID2 JAKMIP2 JAKMIP3 KANSL1 KANSL1L KAZN KBTBD8 KCNC1 KDELR3 KDM1B KIF2A KLF7 KLF9 KLHL15 KLHL28 KMT2D LATS1 LCP2 LEPROT LINC02801 LPP LRRTM3 LTBP1 LUC7L2 LYRM7 MACF1 MAF MAFB MAP3K2 MAP4 MAP7 MCC MECP2 MED28 MED4 MEF2A MEX3B MEX3C MEX3D MFAP3L MICAL2 MIER3 MINDY2 MMAB MMP2 MOB1B MPHOSPH9 MPZL2 MSI1 MSL2 MSMO1 MTDH MTF1 MTPAP MTUS2 MTX3 MYEF2 MYO1B MYO5A N4BP2L1 NAA16 NAV3 NDUFC2-KCTD14 NEK7 NEMF NEURL3 NEXMIF NF1 NFAT5 NHLRC2 NINL NIPBL NNT NR3C2 NRK NSD2 NTN4 NUAK1 NUDT12 ONECUT2 OPRM1 OSBPL8 OSM OTUD6B OTULINL OTX2 P3R3URF-PIK3R3 PABPC5 PAG1 PAIP1 PAK2 PAK4 PAPOLA PARP16 PATZ1 PBX2 PCBP1 PCBP2 PCBP4 PCDH11X PCDH7 PCGF3 PCGF5 PCLO PCNA PDE10A PDE7B PDK3 PDS5B PEX13 PGM2L1 PGM3 PHC3 PHF20L1 PHF3 PHF6 PHIP PI4KB PIAS1 PIAS2 PIGN PIK3CB PIK3CG PIK3R1 PIK3R3 PIKFYVE PIP4K2A PKNOX1 PLAGL1 PLCH1 PLEKHB2 PLPPR1 PMS1 PNISR PNPLA4 POU4F1 PPM1B PPM1D PPP3R1 PPP4R3B PPP6R3 PRRC1 PSIP1 PTBP2 PTBP3 PTEN PTPN12 PURB PXYLP1 PYCR1 QKI RAB22A RAB27B RAB31 RAD23A RAD51AP1 RAPGEF5 RAPH1 RBFOX1 REST RGS22 RGS3 RGS4 RNF14 RNF168 RNF19A RNF19B RNF2 RNF207 RNF217 RNF38 RNPS1 RPGRIP1L RPP30 RPS6KB1 RSBN1 RUFY2 SAMD8 SARAF SASS6 SCAI SCML1 SDE2 SEC62 SELENOF SERBP1 SERINC5 SERTAD2 SESN3 SGCZ SGIP1 SH3GL2 SHPRH SIK1 SKIL SLC1A1 SLC1A3 SLC22A16 SLC25A24 SLC25A36 SLC26A4 SLC2A13 SLC30A5 SLC39A10 SLC39A12 SLC44A5 SLC4A10 SLC4A4 SLC4A5 SLC6A11 SLCO4C1 SMAD4 SMNDC1 SNRPD1 SOCS6 SOWAHC SOX9 SP3 SPATA5 SPIN4 SPINK7 SPIRE1 SPOPL SPRED1 SRCIN1 SREK1 ST18 STAM2 STK39 STRBP STXBP5 SUB1 SULT1C4 SV2B SYNDIG1L TAB2 TAF4 TAF9B TAOK1 TAPT1 TBL1XR1 TBP TCF20 TDG TEAD1 TENT4B TET1 TET2 TFRC TGFBR3 THUMPD1 TLNRD1 TM9SF2 TMED4 TMED5 TMED7 TMEM167B TMEM169 TMEM236 TMEM245 TMEM33 TNFSF13B TNPO1 TNRC18 TNRC6B TOMM20 TOP2A TOP2B TOR1A TP53BP1 TP53INP1 TPBG TPR TRAM2 TRAPPC1 TRAPPC8 TRMT10A TRMT5 TRPC5 TRPM7 TRUB1 TSPAN16 TSPAN2 TSTD2 TTC39B TTPA TXNRD1 U2SURP UBE2G1 UBR2 UGGT1 UGT3A1 UQCC6 USP31 USP33 USP38 USP48 UTP23 UXS1 VASP VEZT VHL VMA21 VPS13C VPS37A VSTM4 WAPL WASF1 WASHC3 WDR17 WDR47 WDR89 WDTC1 WNK3 XPO4 XRN2 ZBTB14 ZBTB20 ZBTB41 ZBTB44 ZC3H12C ZCCHC10 ZDBF2 ZDHHC21 ZEB1 ZFAND3 ZFAND4 ZFAND5 ZFHX3 ZFHX4 ZFPM2 ZFR ZFX ZFYVE28 ZMYND11 ZMYND19 ZNF106 ZNF148 ZNF229 ZNF260 ZNF264 ZNF275 ZNF280C ZNF281 ZNF333 ZNF484 ZNF569 ZNF658 ZNF681 ZNF711 ZNF713 ZNF91 ZPLD1 ZSCAN30 ZYG11B MIR548AR_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR548AR_5P A1CF ABCA5 ABI3BP ACADL ACAT2 ACBD3 ACBD5 ACTN4 ACVR2B ADAM22 ADAM30 ADAMDEC1 ADAMTS1 ADGRB3 ADH5 AFDN AFTPH AGTR1 AHSA2P AIDA AK3 ALG11 ANAPC1 ANGEL2 ANKRD10 ANKRD22 ANKRD26 ANKRD46 ANXA2 AP1AR APPBP2 AQP3 ARFRP1 ARID2 ARL13B ARL6IP6 ARMCX3 ARRDC4 ASB3 ATP11A ATXN2 ATXN7L1 B3GALT5 BBS10 BBX BCL2L2 BEND7 BMI1 BMT2 BNIP3 BOD1L1 BRWD1 BRWD3 BTF3L4 BTG2 BTG3 C11orf87 C18orf25 C21orf91 C3orf38 C5orf24 C6orf120 C9orf40 CA8 CACNA2D3 CACUL1 CAMLG CAMSAP2 CAPN2 CARF CBFB CBX3 CCDC117 CCDC179 CCDC47 CCDC50 CCNB1 CCNG2 CCNY CCP110 CCSER1 CD163 CD99 CDK6 CEP120 CEP350 CERS6 CFAP44 CFDP1 CFL2 CHN1 CHRNA7 CHST9 CIAO2A CISD2 CLCN4 CLDN12 CLVS2 CMPK2 CNTN1 COL11A1 COMMD3-BMI1 CRACD CRIPT CSGALNACT2 CSNK1D CSTF2T CTNNA3 CYBRD1 DAAM1 DCDC2 DDIT4 DEFA6 DENND1B DHRS1 DIAPH3 DIP2B DNAJB14 DNAJB4 DOLPP1 DPY19L3 DTWD2 DUS4L DUSP7 DUT DYNC1I2 DYNC1LI2 EDIL3 EEA1 EIF2AK2 ELL2 EPB41L5 EPHA3 ERC2 ETF1 EVI2A EXOC5 FAM117B FAM133A FAM135A FAM199X FAM221A FBXL3 FEM1C FGD4 FGF12 FGFR1OP2 FGL2 FIGN FLRT3 FMNL2 FNDC3B FNIP2 FOXG1 FRMD5 FSBP FYB2 FZD3 FZD5 FZD7 GABPA GABPB1 GABRA4 GAPVD1 GASK1A GATM GCC2 GCNT1 GLIPR1 GNAQ GOLGA6L2 GOPC GPALPP1 GPATCH11 GPC6 GPD2 GPR155 GPR85 GRID2 GRIP1 GRM5 GRM7 GSE1 GSTCD GTF3C3 GUCY1A2 GUCY1B1 GULP1 HDAC9 HECA HIPK1 HLTF HMBOX1 HNRNPDL HOMER1 HOOK3 HOXD13 HTR2C IGF1 IGF2BP3 IGSF3 IKBIP IKZF2 ITGAV ITGB6 JARID2 KATNBL1 KCNJ3 KIAA1586 KIF20B KL KLF10 KLF7 KLF8 KLRD1 KPNA4 KRT28 LACTB LACTB2 LANCL1 LARP4 LATS1 LCOR LCTL LIN7A LMCD1 LMX1A LPP LRP1B LRRC4B LRRC7 LRRTM3 LSAMP LVRN MAGT1 MAML1 MAP4K4 MAP9 MARCHF6 MAST3 MAST4 MBIP MBNL2 MBNL3 MCF2L2 MDFIC ME1 MECP2 MED6 MEIS2 METTL6 METTL8 MEX3D MFN1 MFSD8 MGARP MIDEAS MIER1 MIER3 MIGA1 MINDY2 MMD MMP16 MMUT MTA1 MTF1 MTFR1 MTMR6 MYCN MZT1 NAA30 NAT1 NAV2 NCKAP1 NDC1 NDFIP2 NEDD4L NEGR1 NFAT5 NFKB1 NOS2 NOTCH2 NOTUM NR2C1 NRG4 NRXN1 NTF3 NUMB NUP160 NUP50 NUP54 OAZ1 ODAPH OGFRL1 ONECUT2 PAPOLG PAQR9 PAX5 PCDH11X PCDH11Y PCLO PDCD5 PDE1C PDE4D PDZRN4 PGAM1 PGRMC2 PHYHIPL PITX2 PIWIL3 PLEKHG1 PLEKHH2 POLR2H POU2F1 PPARG PPEF2 PPHLN1 PPP1R2 PPP1R27 PPP1R9A PPP5C PRELID2 PREX2 PRKAA1 PRKAA2 PRKAG2 PRKG1 PROK2 PROSER1 PRPF39 PRPF40A PRPF4B PRRC1 PSMC2 PTBP3 PTGFRN PTPRG PTPRR RAB27B RAB8B RALA RAP1A RAP2A RASGRP1 RASSF8 RBBP8 RC3H1 RESF1 RETREG1 REV3L RFC3 RFX7 RGPD4 RGPD5 RGPD6 RGPD8 RGS7BP RHOQ RHPN2 RIC1 RICTOR RIMOC1 RMND5A RNF138 RNF149 RNF217 RO60 RORA RPS6KA5 RRAGD S1PR1 SACS SAMD8 SANBR SCAMP1 SCARF1 SCML2 SCN1A SCN3A SCN8A SDC2 SDE2 SDF4 SEC22C SEC24A SECISBP2L SENP1 SERINC3 SERINC5 SESTD1 SETD2 SF3A1 SFMBT1 SFT2D1 SH3D19 SIX4 SKIDA1 SLAIN1 SLC24A3 SLC30A5 SLC4A7 SLCO5A1 SLU7 SMAD5 SMAD9 SMG1 SNAP91 SNX16 SNX30 SOX5 SPAG9 SPATA6L SPDYE1 SPOCK3 SREK1 SRP9 SRSF3 SRSF6 SSR3 STEAP2 STXBP5 STYX SUMF1 SYNM SYTL5 TBCA TBCK TCF12 TFAM TFDP3 THSD7A TIFAB TLCD4 TMED7 TMEFF2 TMEM135 TMEM167B TMEM200A TMEM255A TMEM65 TMTC1 TMTC3 TNFRSF21 TOLLIP TP53INP1 TPM3 TRA2B TRAM1 TRIM2 TRIM9 TRPC1 TRPC5 TRUB1 TTC13 TTC19 TXLNG U2SURP UBA6 UBE2A UEVLD UGDH UGT8 UNC80 URI1 UTP3 WAPL WDR26 WDR47 WDR7 XPNPEP1 YIPF5 ZBTB10 ZBTB11 ZBTB20 ZBTB25 ZBTB41 ZBTB44 ZC3HAV1L ZCCHC8 ZDHHC15 ZDHHC2 ZDHHC21 ZEB2 ZFAND5 ZNF148 ZNF326 ZNF454 ZNF486 ZNF492 ZNF503 ZNF559 ZNF608 ZNF652 ZNF680 ZNF747 ZNF792 ZNG1A ZNG1B ZNG1C ZNG1E ZNG1F ZRANB2 MIR548AS_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR548AS_3P AAK1 ABHD17B ABHD3 ABTB2 ACAD11 AFTPH ALKBH5 AMMECR1 ANKRD28 ANO1 ANP32E APPL2 ARAP3 ARHGAP29 ARID1A ARNT ATAD2B ATF7IP ATP13A3 ATP8A2 AZIN1 B3GALNT2 B4GALT6 BAHCC1 BCDIN3D BCL11B BDH2 BEND7 BICD2 BMPR1A BNC2 BOD1L1 BRWD1 C2CD2 CCDC47 CCDC88A CCNA2 CD164 CD96 CDK17 CEBPZOS CEP85L CHD4 CIRBP CLASP1 CLGN CNN2 CNOT7 COL4A1 CPEB1 CPEB2 CREBBP CRIPT CTTN DCP2 DENND4C DERL1 DIXDC1 DLC1 DNAL4 DNMT3A DPY19L1 DTD1 ERCC3 ETS1 FAM168A FAM169A FAR1 FBXO45 FOXP2 GAB1 GABPB2 GABRR2 GET4 GNG12 HDGFL3 HUNK ICA1L IGF1R IL1RAP IRF2BP2 JADE1 KALRN KANK2 KAT6B KCNAB1 KDM2A KHDRBS1 KIF9 KLHL28 KMT2C LAMC1 LCP2 LIN28B LRP1B MACC1 MAN2A1 MAPRE1 MARCHF4 MBTD1 MDM2 MEIOC MEX3C MFSD14B MIB1 MIER3 MINDY3 MITF MLLT1 MSN MYEF2 MYO5A NAA30 NCOA2 NEB NHLH2 NKRF NKX2-1 NPC1 NPR3 NR2C1 NT5DC1 NTRK3 NUDT15 NUFIP2 OGT ONECUT2 OPRM1 ORMDL1 OTUD3 OTUD7B P2RX7 PABPC4 PARP12 PBLD PBRM1 PCBP1 PCBP2 PDIA6 PI4K2A PJA1 PLA2G4E PNISR PPP1R14B PPP1R3C PPP3CB PPP4R4 PRG2 PRPF40A PRR14L PSPC1 PTBP3 PUF60 QKI RAB39B RABEP1 RACGAP1 RAF1 RASSF3 RASSF5 RAVER1 RBM14 RBM26 RBM7 RCE1 RCN2 RETREG2 RFX3 RGS7BP RMDN1 RNF103 RNF169 RNF185 RNF212B RNLS ROBO1 RORA RPS27A RRN3 SAMD13 SCN3A SDR42E1 SEC31A SEC61G SEMA6D SETBP1 SETD5 SGIP1 SGMS1 SH3RF1 SLC10A7 SLC15A1 SLC1A1 SLC25A30 SLC25A36 SLC39A14 SLC7A11 SLITRK6 SMAD1 SMG7 SNRPG SNX27 SORCS1 SOX1 SPAG9 SRSF10 SSB STRN SUMO1 SVBP SYNCRIP SYNE2 TAF7L TBC1D23 TBL1XR1 TCAIM TEAD3 TFDP2 TFRC TGFBR1 TIPARP TM9SF3 TMEM120A TMEM132B TMEM33 TMEM63B TNFSF10 TNRC6C TOM1L1 TOX3 TP53BP1 TRIO TSNAX TTC28 TYRP1 UBAP1 UGDH UNC5A UNC5B USP3 USP38 USP54 VAPA VAV2 VPS35 WDR77 WNK3 XIAP XKRX YPEL4 ZBTB38 ZC3H12B ZC3H12C ZDHHC21 ZFAND5 ZMAT3 ZMYM2 ZNF217 ZNF292 ZNF704 ZNF805 MIR548AS_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR548AS_5P A1CF ABCA5 ABI3BP ACADL ACAT2 ACBD3 ACBD5 ACTN4 ACVR2B ADAM22 ADAM30 ADAMDEC1 ADAMTS1 ADGRB3 ADH5 AFDN AFTPH AGTR1 AHSA2P AIDA AK3 ALG11 ANAPC1 ANGEL2 ANKRD10 ANKRD22 ANKRD26 ANKRD46 AP1AR APPBP2 AQP3 ARFRP1 ARID2 ARL13B ARL6IP6 ARMCX3 ARRDC4 ASB3 ATP11A ATXN2 ATXN7L1 B3GALT5 BBS10 BBX BCL2L2 BEND7 BMI1 BMT2 BNIP3 BOD1L1 BRWD1 BRWD3 BTF3L4 BTG2 BTG3 C11orf87 C18orf25 C21orf91 C3orf38 C5orf24 C6orf120 C9orf40 CA8 CACNA2D3 CACUL1 CAMLG CAMSAP2 CAPN2 CARF CBFB CBX3 CCDC117 CCDC179 CCDC47 CCDC50 CCNB1 CCNG2 CCNY CCP110 CCSER1 CD163 CD99 CDK6 CEP120 CEP350 CERS6 CFAP44 CFDP1 CFL2 CHN1 CHRNA7 CHST9 CIAO2A CISD2 CLCN4 CLDN12 CLVS2 CMPK2 CNTN1 COL11A1 COMMD3-BMI1 CRACD CRIPT CSGALNACT2 CSNK1D CTNNA3 CYBRD1 DAAM1 DCDC2 DDIT4 DEFA6 DENND1B DHRS1 DIAPH3 DIP2B DNAJB14 DNAJB4 DOLPP1 DPY19L3 DTWD2 DUS4L DUSP7 DYNC1I2 DYNC1LI2 EDIL3 EEA1 EIF2AK2 ELL2 EPB41L5 EPHA3 ERC2 ETF1 EVI2A EXOC5 FAM133A FAM135A FAM199X FAM221A FBXL3 FEM1C FGD4 FGFR1OP2 FGL2 FIGN FLRT3 FMNL2 FNDC3B FNIP2 FOXG1 FRMD5 FSBP FYB2 FZD3 FZD5 FZD7 GABPA GABPB1 GABRA4 GAPVD1 GASK1A GATM GCC2 GCNT1 GLIPR1 GNAQ GOLGA6L2 GOPC GPALPP1 GPATCH11 GPC6 GPD2 GPR155 GPR85 GRID2 GRIP1 GRM5 GRM7 GSE1 GSTCD GTF3C3 GUCY1A2 GUCY1B1 GULP1 HDAC9 HECA HIPK1 HLTF HMBOX1 HNRNPDL HOMER1 HOOK3 HOXD13 HTR2C IGF1 IGF2BP3 IGSF3 IKBIP IKZF2 ITGAV ITGB6 JARID2 KATNBL1 KCNJ3 KIAA1586 KIF20B KL KLF10 KLF7 KLF8 KLRD1 KPNA4 KRT28 LACTB LACTB2 LANCL1 LARP4 LATS1 LCOR LCTL LIN7A LMCD1 LMX1A LPP LRP1B LRRC4B LRRC7 LRRTM3 LSAMP LVRN MAGT1 MAML1 MAP4K4 MAP9 MARCHF6 MAST3 MAST4 MBIP MBNL2 MBNL3 MCF2L2 MDFIC ME1 MECP2 MED6 MEIS2 METTL6 METTL8 MEX3D MFN1 MFSD8 MGARP MIDEAS MIER1 MIER3 MIGA1 MINDY2 MMD MMP16 MMUT MTA1 MTF1 MTFR1 MTMR6 MYCN MZT1 NAA30 NAT1 NAV2 NCKAP1 NDC1 NDFIP2 NEDD4L NEGR1 NFAT5 NFKB1 NOS2 NOTCH2 NOTUM NR2C1 NRG4 NRXN1 NTF3 NUMB NUP160 NUP50 NUP54 OAZ1 ODAPH OGFRL1 PAPOLG PAQR9 PAX5 PCDH11X PCDH11Y PCLO PDCD5 PDE1C PDE4D PDZRN4 PGAM1 PGRMC2 PHYHIPL PITX2 PLEKHG1 PLEKHH2 POLR2H POU2F1 PPARG PPEF2 PPHLN1 PPP1R2 PPP1R27 PPP1R9A PPP5C PRELID2 PREX2 PRKAA1 PRKAA2 PRKAG2 PRKG1 PROK2 PROSER1 PRPF39 PRPF40A PRPF4B PRRC1 PSMC2 PTBP3 PTGFRN PTPRG PTPRR RAB27B RAB8B RALA RAP1A RAP2A RASSF8 RBBP8 RC3H1 RESF1 RETREG1 REV3L RFC3 RFX7 RGPD4 RGPD5 RGPD6 RGPD8 RGS7BP RHOQ RHPN2 RIC1 RICTOR RIMOC1 RMND5A RNF138 RNF149 RNF217 RO60 RORA RPS6KA5 RRAGD S1PR1 SACS SAMD8 SANBR SCAMP1 SCARF1 SCML2 SCN1A SCN3A SCN8A SDC2 SDE2 SDF4 SEC22C SEC24A SECISBP2L SENP1 SERINC3 SERINC5 SESTD1 SETD2 SF3A1 SFMBT1 SFT2D1 SH3D19 SIX4 SKIDA1 SLAIN1 SLC24A3 SLC30A5 SLC4A7 SLCO5A1 SLU7 SMAD5 SMAD9 SMG1 SNAP91 SNX16 SNX30 SOX5 SPAG9 SPATA6L SPDYE1 SPOCK3 SREK1 SRP9 SRSF3 SRSF6 SSR3 STEAP2 STXBP5 STYX SUMF1 SYNM SYTL5 TBCA TBCK TCF12 TFAM TFDP3 THSD7A TIFAB TLCD4 TMED7 TMEFF2 TMEM135 TMEM167B TMEM200A TMEM255A TMEM65 TMTC1 TMTC3 TNFRSF21 TOLLIP TP53INP1 TPM3 TRA2B TRAM1 TRIM2 TRIM9 TRPC1 TRPC5 TRUB1 TTC13 TTC19 TXLNG U2SURP UBA6 UBE2A UEVLD UGDH UGT8 UNC80 URI1 UTP3 WAPL WDR26 WDR47 WDR7 XPNPEP1 YIPF5 ZBTB10 ZBTB11 ZBTB20 ZBTB25 ZBTB41 ZBTB44 ZC3HAV1L ZCCHC8 ZDHHC15 ZDHHC2 ZDHHC21 ZEB2 ZFAND5 ZNF148 ZNF326 ZNF454 ZNF486 ZNF492 ZNF503 ZNF559 ZNF608 ZNF652 ZNF680 ZNF747 ZNF792 ZNG1A ZNG1B ZNG1C ZNG1E ZNG1F ZRANB2 MIR548AT_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR548AT_3P ABHD17B AEBP2 ASTN2 ATF7 BAHCC1 CAB39 CCNA2 CDH13 CDK17 CHD4 CNOT7 DACT1 DDX3Y DOCK10 DPY19L1 EMSY EXOC8 FBXO33 GNAQ HSD17B12 IL1RAP MBTD1 MEX3C MIB1 OGT PARP12 PCBP2 PJA1 PRPF40A PSORS1C2 PSPC1 PTBP3 RASSF3 RBM7 RFX3 RNF169 RNF185 ROBO1 SENP8 SLC25A36 SLC39A14 SMC3 SNAP47 SNRPC SRSF10 SSB TEAD3 TIPARP TMEM33 TRIM66 TTC28 UGDH VAPA VTI1A ZC3H12C ZMAT3 ZMYM2 ZMYND11 ZNF287 ZNF704 MIR548AT_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR548AT_5P AAK1 ABCA1 ABCD4 ABHD18 ABI1 ACBD5 ACTR10 ADAM23 ADD3 ADPRM AGFG1 ALCAM ALG6 AMN1 ANKRD17 ANKRD20A4P APC ARAP2 ARHGAP5 ARL5B ATF7IP ATG5 ATP11A ATP13A3 ATXN3 ATXN7L2 AVIL BAZ1A BCLAF3 BCOR BET1 BIRC3 BLTP1 BMPR2 BNC2 BPNT2 BRWD3 BSDC1 C1D C1orf21 C21orf91 C3orf80 C5orf22 C6orf120 CACNA1B CACNA2D1 CADM1 CASP8 CCNG1 CCNG2 CCNH CCNT2 CD2AP CDH6 CDK17 CDK6 CEP192 CEP290 CEP70 CEP97 CEPT1 CHD9 CHSY3 CLASP2 CLDN8 CLHC1 CLOCK CMC1 CNBP CNGB3 CNKSR2 CNOT6 CNR1 CNTN1 CNTN3 COG6 COL19A1 CPED1 CPNE4 CREBRF CRY1 CSAD CSDE1 CTCF CXCL8 DCAF4L2 DCP2 DCUN1D1 DDX21 DENR DESI2 DIAPH3 DIDO1 DNAJB14 DNAJC7 DNM1L DPYD ECH1 EIF5A2 ELAPOR2 ELAVL2 ELOC ELOVL7 ELP4 EPG5 ERCC6 ETV1 EXD1 EXO1 FAM133A FAM135A FAM199X FAM83B FBXO22 FBXO33 FBXO48 FCHO2 FERMT2 FHIP2A FOXQ1 FZD6 GCH1 GLS2 GNA13 GPD1L GPD2 GPR155 GRIA2 GTF2A1 GUCY1A1 GXYLT1 HAPLN1 HAS2 HLTF HMGA2 HNF1A HNF4A HNRNPH3 HOOK1 IGFBP3 INSM1 INTS2 ITIH5 IVNS1ABP KATNAL1 KCNQ5 KCNT2 KHDC4 KIAA0408 KIAA1210 KLF6 KLHDC1 KLHL14 KLHL4 KRAS LEPROT LETM2 LIG4 LIMCH1 LMBR1 LMX1A LPP LRIF1 LRP12 LSM12 LYRM7 MAGI2 MAK16 MAP3K9 MAP4K3 MARCHF5 MBNL3 MBTD1 MDM1 MED14 MEGF10 METTL15 MIA2 MIB1 MINDY2 MLLT3 MMD MSMO1 MTMR10 MTMR7 MYC MYO1D NAAA NALF1 NDUFA10 NEDD1 NFX1 NHLRC2 NKAPL NLGN1 NXT2 OTULINL P2RY12 PALM2AKAP2 PARD6B PCDH11X PCDH9 PCGF3 PCM1 PCNX1 PDCL PDE7B PGR PHF6 PHTF2 PICALM PINK1 PIWIL1 PKN2 PLAGL1 PLCB1 PLCB3 PLPPR4 PMEPA1 PNPLA4 PPP1R1C PPP3R1 PRDM10 PRDM15 PRPF4B PRRC1 PRRG3 PRXL2C PSD3 PTPN22 PTPRZ1 PUM2 RAD21 RAP2C RASAL2 RBBP7 RC3H1 REEP3 REL RFX3 RIC8B RIN2 RMND5A RNF141 ROBO1 ROBO2 RORA RRAS2 RRP1B RSAD2 RSBN1 RSRC1 SAMD4B SAMD8 SCN3A SCN3B SDC2 SEC62 SELENOI SEMA4D SEPTIN14 SEPTIN8 SFRP2 SFRP5 SFT2D1 SGCD SGMS1 SGPP1 SIRT1 SKIL SLC15A1 SLC25A2 SLC25A33 SLC25A37 SLC2A3 SLC44A1 SLC44A5 SLC4A4 SMAD4 SMARCA5 SMARCAD1 SMNDC1 SNAP91 SOCS1 SORBS1 SORT1 SOX5 SPAG16 SPAG9 SPART SPIC SPIRE1 SPRED1 SRCIN1 STAG1 STAU1 STC1 STK38 STK38L STON2 STRBP STXBP5 SUMO2 SYTL2 TADA1 TAOK1 TBC1D4 TBL1XR1 TCEA1 TCF21 TENM3 TENT2 TFAP2C TJP1 TMEM167A TMF1 TMX3 TNFRSF12A TRA2A TRPC4AP TSHZ1 TSPAN9 TTC26 TTC33 TTPA UBE2D1 UBE3B UBR3 VGLL3 VKORC1L1 VSTM4 WDR20 WDR5B WNT2 XPR1 YWHAZ ZBTB44 ZBTB6 ZC3H6 ZCCHC10 ZCCHC14 ZFAND3 ZFHX4 ZFP36L1 ZKSCAN7 ZMYM2 ZMYM5 ZMYND8 ZNF117 ZNF148 ZNF274 ZNF275 ZNF57 ZNF709 ZNF793 MIR548AU_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR548AU_3P ABRAXAS2 ADAM10 ADAM22 ADCY5 AFF4 ANK3 ANKS1A ANP32A ARHGEF3 ARID4A ARNT2 ATAD2B ATF7 ATP11C ATP1B3 ATP5IF1 BMP3 BNC2 C2orf69 C3orf70 C5orf24 C9orf152 CA10 CA9 CACNA1E CADPS CALCR CAMLG CAMTA1 CAPN5 CBFB CDC25A CDH13 CDH9 CENPS COPZ1 CRACDL CREB3L2 CRK CYB5B DAB2IP DENND1B DGLUCY DIXDC1 E2F5 EDAR EEA1 EIF2AK2 EIF2S2 ELAVL1 ESYT3 FAM107A FAM117B FAM167A FAM210A FAM76A FAM81A FCER1G FGD6 FLOT2 FMNL2 FNDC3B FOXN2 FOXN3 FUT8 GAS1 GNAI2 GPR22 GPRIN3 HCN3 HMMR HSPA13 INHBB JADE2 JAZF1 KCNA1 KCNH7 KIAA1217 KITLG KNOP1 LEF1 LGI1 LHX2 LIN28B LRCH2 LUZP4 LYSET MAPK4 MBP MDM4 MED4 MEX3C MGAT4A MIDEAS MIER2 MKX MORN4 MPPED2 MTF1 MTMR10 MYC NAV2 NAV3 NDC1 NIN NKTR NPNT NRIP3 NUDT13 OXSR1 PACS1 PARN PDE7B PER2 PGRMC2 PHACTR1 PKHD1L1 PKP4 PLAAT5 PPP1R11 PRKACB PRKD1 PROSER1 PRR3 PTBP3 QDPR RAB21 RALGPS2 RAP1GDS1 RARB RDH11 RDX RELN RGS4 RNF128 RNF44 RPGRIP1L RRAS RTF1 SCN1A SCN2A SCN2B SHOC2 SIRT1 SLC25A27 SLC27A4 SLC8A3 SMIM20 SNX30 SOGA1 SOX6 SPCS2 SRSF10 STK17A STRN3 SURF4 TAF4B TBL1XR1 TNRC18 TOX TRARG1 UBE2QL1 UBP1 UNC13C UTY XKR6 YTHDC1 ZDHHC17 ZFP28 ZNF550 ZNRF3 ZZZ3 MIR548AV_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR548AV_3P AASDHPPT ADAM10 ADARB2 ADGRB3 ADSS2 AFF2 ALG13 ALS2 AMHR2 APLN ARL6IP1 ARPP19 ATF1 ATG4C ATL2 ATP11C ATP8A1 ATP9A B4GALT4 BAG4 BICRAL BRWD1 CAMTA1 CASP2 CBLL1 CCAR1 CCDC40 CCT6B CDC42SE2 CDK19 CDKL4 CKAP2 CLEC7A CLOCK CLPB CNTN4 COL1A1 CPSF6 CREBRF CTDSPL2 CTNND2 DCLK3 DDX3X DDX46 DHX15 DLC1 DMTF1 DNAJB14 DTNA E2F7 EEF1A1 EIF3J EIF4G3 ESRRG ETV1 FAM118B FAM168B FAM169A FOXJ3 FOXO3 FUBP3 GID4 GKAP1 GLCCI1 GLS GMFB GNA13 GXYLT1 HECTD2 HMGN3 HNRNPU HOXB7 IKZF5 INO80D IQUB KBTBD8 KDM4C KIAA0319 KLF5 KLF7 KRCC1 LBR LGR4 LINGO3 MAGEB16 MAGI2 MAP4K4 MAPK8IP1 MED17 MIA2 MIER3 MRPS36 MSH3 MSRB3 MTSS1 MYEF2 MYO5A NAA50 NCOA2 NLGN4X NOL4 NR4A2 NR4A3 NRBF2 NUP188 OGG1 PAIP1 PALM2AKAP2 PBX2 PCGF2 PCGF3 PCGF5 PCNA PHIP PIGK PMS1 PPM1A PPTC7 PRKAR2B PRPF4B PTEN RANBP6 RIMS2 RPAIN RPL36A SCAI SCG5 SEMA3C SEMA6B SERP1 SET SFPQ SH3GL2 SH3KBP1 SHROOM4 SIAE SLC16A7 SLC39A12 SLC45A4 SLITRK3 SLMAP SP100 SPRED1 SRSF8 STMN2 STT3A SV2C SVIL SYNCRIP TBP TDG TENM1 TET2 THBS1 TMEM47 TNPO1 TOR1AIP2 TOX TPBG TRAPPC11 TRIM2 TRIP12 TSC22D2 TSG101 TSHZ1 TTPA TUBGCP2 URB2 URI1 VDAC1 WDFY1 WNT3 YTHDF2 YWHAG ZEB1 ZFAND6 ZFP36L1 MIR548AV_5P_MIR548K https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR548AV_5P_MIR548K A1CF AAK1 ABCC4 ABHD3 ACAT2 ACSL4 ADAM22 ADAMTS1 ADAMTS6 AFG3L2 ANGPTL5 ANKDD1B ANKRD11 ANKRD22 ANXA2 AP1G1 APPBP2 AR ARHGEF38 ARID4B ATOSA ATRX ATXN1L BBX BCL10 BCLAF3 BEND4 BICD1 BNIP3 BPNT2 BRD1 C1D C5orf15 C5orf24 CACNA2D3 CARF CBLB CCNL1 CCNY CCSER2 CD109 CD164 CD47 CD55 CDK19 CDK6 CELF5 CEP120 CEP350 CISD2 CNN3 CNTN1 CNTN5 CPNE2 CPNE4 CSNK1D CTNND1 CUL4A CXADR CYP1B1 DAP DDIAS DDX5 DMRT2 DMXL2 DNAJB4 DSCC1 DSP EFNA5 EIF2AK3 EIF5A2 ELAVL4 ENC1 EPC1 ERICH2 FAM120A FAM13C FAM168B FBXO43 FEM1C FIGN FKBP7 FMNL2 FMR1 FNDC3B FNIP2 FUBP1 GDA GJB7 GLIPR2 GMNC GOLPH3 GOLT1B GOPC GPATCH11 GPATCH2L GPM6A GRIP1 GSPT2 GSTM2 GUCY1A2 GULP1 HDAC4 HECA HS2ST1 HTR2C HYCC1 HYOU1 IGF2BP3 IGFL1 IKZF5 IL23A ITGA9 ITGAV IVNS1ABP KAT6A KCNK2 KCTD18 KITLG KLF10 KLF8 KLHL13 KLHL28 KLHL3 KMT5B KRAS LCORL LGI1 LIN7C LMBR1 LPCAT2 LRP12 LRP2 LSM8 LY75 MAP3K2 MAP3K7CL MAP4K5 MAP9 MARCHF6 MCOLN3 MED6 MEF2A MEF2C MEX3B MEX3D MFSD14A MGAT4A MID2 MIER3 MLH3 MMUT MSN MTCP1 MTF1 MYBL1 MYCN NAPB NCAPG2 NCKAP1 NCOR1 NECTIN1 NEDD4L NEGR1 NFAT5 NFE2L2 NOTCH1 NPAP1 NR1I2 NUP153 OCIAD2 OPRK1 ORC3 OTUD4 P2RY10 P4HB PAXIP1 PDE1A PDK1 PDS5B PDZD8 PDZRN3 PDZRN4 PI4K2B PKN2 PLEKHG1 PNN POGLUT2 POU2F1 PPHLN1 PPP3CA PPP3CB PPP6C PRELID1 PREX2 PROSER1 PRR23A PSPH PTAR1 PTBP3 PTMA PTPN12 PTPRM RAB11A RAB6B RAB9B RAP1A RASGRP1 RBM18 REEP3 REPS2 RHOQ RNF111 RNF138 RNF148 ROBO1 RPGR RRM2B RSRC2 RUFY3 RUNX2 SAMD8 SAR1B SATB2 SCARB2 SCML2 SEMA6D SERINC5 SERPINB3 SERTAD2 SH2D1A SH3RF3 SINHCAF SKIL SLC24A3 SLC35A1 SLC5A3 SLC9A6 SMG1 SMOC2 SNTB1 SORBS2 SOS2 SPCS2 SPDL1 SPON1 SPTLC2 SRSF6 SS18 ST8SIA1 STEAP2 STXBP5 SUMO1 TAB3 TADA1 TAF12 TANC1 TBC1D3B TBCA TCEAL8 TCP1 TENT4B TGFBR1 THSD7A TLX3 TM9SF3 TMEM100 TMEM156 TMEM229A TNC TOP2A TP53TG3C TRIM43 TRIM43B TRIP11 TTC17 TWF1 UBE2A UBE2B UCK2 UGT2B17 VEZF1 VPS26C VPS4B WDR11 WDR77 WNK3 WNT5A WWP2 YTHDF1 YWHAQ YWHAZ ZBTB41 ZBTB44 ZDHHC17 ZEB2 ZIC1 ZNF26 ZNF281 ZNF486 ZNF493 ZNF600 ZNF611 ZNF680 ZNF711 ZNF789 ZNF800 MIR548AW https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR548AW AAK1 ABLIM1 ACAP2 ACBD5 ACSL6 ACTL6A ADAMTS2 ADAMTS5 ADGRA2 ADH1B AGO4 AHNAK AKIRIN1 AKT3 ALG9 ALKAL2 AMMECR1 ANK3 ANKFY1 ANKRD11 ANKRD44 ANKRD46 ANKRD6 ANO1 ANO4 API5 ARFIP1 ARHGAP28 ARHGEF3 ARHGEF7 ARMC1 ARPP19 AS3MT ASAP2 ATF2 ATF7IP ATG14 ATP6V1B2 ATP8B1 ATXN7L3 ATXN7L3B AUTS2 B3GNT2 B4GALT5 BCL6 BICD2 BMP3 BMPR2 BNC2 BNIP2 BPTF BRWD1 BTBD7 BTF3L4 C11orf96 C1GALT1C1 C1orf141 C1orf174 C3orf52 C6orf89 CAB39 CABLES2 CACUL1 CAMK2G CAMK2N1 CAMSAP1 CAND1 CASZ1 CAVIN2 CBFB CBR4 CBX6 CCAR1 CCDC179 CCDC34 CCNC CCNK CCNL1 CD47 CDC42 CDH2 CDH4 CDH7 CDYL CEP350 CEP55 CFL2 CGGBP1 CHIC2 CHST1 CLCN3 CLEC3B CLIP1 CLIP4 CLOCK CLXN CNEP1R1 CNKSR2 CNOT4 CNOT6L CNOT7 CNTN1 COX7A2L CP CPNE4 CR1 CREBL2 CREBRF CSMD1 CSMD2 CSPP1 CTDSPL2 CTNNB1 CTNND1 CYLD DBN1 DCAF10 DCK DCP1A DDHD2 DENND11 DENND1B DENND4C DEPDC4 DLG2 DLG5 DLK1 DLX5 DMD DMXL1 DNAAF9 DPM1 DTX2 E2F8 EBF1 ECT2 EDARADD EGR4 EIF2D EIF2S2 ELAVL4 ELFN1 ELFN2 ELK4 ELOC ELOVL5 EMSY ENDOD1 EOGT EPAS1 EPHA5 EPS15 ERBIN ESR1 ETV6 EZH2 FAM117A FAM13B FAM168A FAM168B FAM172A FAM199X FAM43A FAM76B FBXO32 FBXO8 FBXO9 FBXW11 FILIP1L FNBP4 FNDC3B FNIP1 FOXJ2 FOXN3 FREM2 FRMD4B FRYL FSTL1 FUNDC1 FUT9 G0S2 GABRA1 GABRA4 GABRA5 GALNT2 GALNT4 GAREM1 GCC2 GCOM1 GEM GHITM GIMAP7 GINS4 GIT2 GLIS3 GLS GMNC GNA13 GNAI3 GOLPH3 GPATCH2L GPC5 GPC6 GPR158 GPR85 GRIN3A GRM7 GSPT1 GSPT2 GTPBP3 GUCY1A2 GXYLT1 HAUS8 HCFC2 HDX HECW2 HELZ HFM1 HIPK1 HIPK3 HLA-E HMGA2 HNRNPK HNRNPR HOMER1 HOOK3 HOXA3 HOXA9 HSBP1 HSPA9 IGF2BP2 IGFBP3 IL12B IL17A IL1R1 ING3 INO80D INSIG1 ITGB8 ITSN2 JADE1 JAK2 JAKMIP1 JCAD KBTBD8 KCNA4 KCNB2 KCNJ2 KCNJ3 KCNQ5 KCTD8 KDM2B KHDC4 KIAA0319L KIF5B KLF4 KLF7 KLHL15 KLHL21 KLK12 KMT2E KMT5A KPNA4 LCLAT1 LCOR LDB3 LDLR LHFPL2 LIMCH1 LONRF3 LRCH2 LRIG3 LRP2 LRP6 LRRC39 LRRFIP1 LRRN1 LSM12 LYPLA1 MACROH2A1 MAEA MAFB MALL MAMDC2 MAN1A1 MAP2 MAP3K20 MAPK6 MAPK8 MARCHF2 MAT2B MB21D2 MBNL3 MDM4 MED12L MED27 MEF2A MEF2C MEMO1 METTL8 MFSD6 MGAT2 MICAL2 MID1 MIER1 MMP24 MPRIP MRPL35 MRPL44 MRTFB MSANTD3-TMEFF1 MSL2 MSL3 MSN MTF1 MXRA5 MYBL1 MYNN NAA25 NAALADL2 NADK NAPB NAV3 NCKAP5 NCOR1 NEBL NEDD9 NEXN NFASC NIN NKAPD1 NKX3-1 NOXRED1 NR2C1 NR3C2 NRXN1 NTS NUDT11 NUDT15 NUP54 NUP58 NWD2 OCLN OPRM1 OR9Q1 OTOGL OTUD1 PACRGL PAIP2B PAK5 PALD1 PARP4 PAX3 PAX9 PBRM1 PBX3 PCDH7 PCDHGA7 PCSK6 PDCD6IP PDE4D PDE5A PDIK1L PDPN PDS5A PDZRN3 PEX5L PFKFB3 PFKFB4 PHIP PHLDB2 PHTF2 PIK3CA PIK3R1 PITPNA PLAA PLCB1 PLEKHA8 PLK4 PLS1 PLSCR1 PLXNA2 PLXNA4 PMFBP1 POC1B-GALNT4 POLH POLR2M POLR3F POU2F3 PPM1B PPP1R15B PPP2R5E PPP6C PPTC7 PRDM16 PRDM2 PRKAR2B PRKCI PRMT8 PRPF39 PRSS23 PSD3 PSMA2 PTAR1 PTEN PTGS1 PUM1 PURB PUS7 PWWP3B PYHIN1 QKI RAB11A RAB21 RAB23 RAB38 RAMAC RAP1A RAP2C RARG RASSF5 RBM33 RBM46 RBMS1 RBMS2 RBMXL1 RCE1 RCN2 RFX7 RGPD4 RHAG RHOBTB3 RHOQ RICTOR RIMS2 RMND5A RNF111 RNF186 RNLS ROBO1 ROBO2 ROR1 RPL26L1 RSPO2 S1PR1 SALL1 SAMD8 SCAF11 SCAF8 SCN3A SCN9A SDC2 SEC24A SECISBP2L SENP1 SENP2 SEPTIN8 SFRP2 SGCB SGK1 SH3TC1 SHANK1 SIPA1L1 SIX4 SLAIN2 SLC17A6 SLC1A6 SLC2A13 SLC30A4 SLC30A5 SLC35A3 SLC38A1 SLC39A14 SLC4A7 SLC9C1 SLCO3A1 SLITRK4 SMAD4 SMAD5 SMURF2 SNIP1 SNX16 SORBS1 SOX6 SOX9 SP4 SPART SPIN1 SPON1 SPOP SPOPL SPTBN4 SPTLC2 SPTSSB SPTY2D1 SRBD1 SRD5A1 SREK1IP1 SSPN STAG2 STARD4 STK26 STRN SUCO SUZ12 SV2B SYN3 SYPL1 TAOK1 TBC1D31 TBCEL TCF24 TEAD1 TENM1 TENM4 TENT2 TENT4B TES TET3 TFB1M TFRC TGFB3 THAP5 THEG THRB THSD7A TLL1 TMCC3 TMED5 TMEFF1 TMEFF2 TMEM170B TMEM196 TMEM47 TMEM9B TNFRSF19 TNPO1 TNRC6B TP53TG3 TP53TG3B TP53TG3C TP53TG3D TP63 TRIM2 TRIM33 TRIM66 TRIO TRUB1 TSC1 TSHZ3 UBE2D3 UBE2I UBN1 UBN2 UBQLN1 UGCG UHRF2 USF3 USP13 USP33 USP47 VAMP4 VAPA VGLL4 VIT VPS35 VPS36 WASF3 WDFY3 WDR44 WDR45B WIZ XDH XYLT1 YAE1 YEATS2 ZAR1L ZBTB18 ZBTB33 ZBTB41 ZDHHC20 ZDHHC21 ZEB2 ZMAT3 ZMYND11 ZNF135 ZNF140 ZNF148 ZNF273 ZNF367 ZNF37A ZNF483 ZNF516 ZNF534 ZNF598 ZNF681 ZNF713 ZNF772 ZNF80 ZNF84 MIR548AY_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR548AY_3P ABHD17B AEBP2 ASTN2 ATF7 BAHCC1 CAB39 CCNA2 CDH13 CDK17 CHD4 CNOT7 DACT1 DDX3Y DOCK10 DPY19L1 EXOC8 FBXO33 GNAQ HSD17B12 IL1RAP MBTD1 MEX3C MIB1 OGT PARP12 PCBP2 PJA1 PRPF40A PSORS1C2 PSPC1 PTBP3 RASSF3 RBM7 RFX3 RNF169 RNF185 ROBO1 SLC25A36 SLC39A14 SMC3 SNAP47 SNRPC SRSF10 SSB TEAD3 TIPARP TMEM33 TRIM66 TTC28 UGDH VAPA VTI1A ZC3H12C ZMAT3 ZMYM2 ZMYND11 ZNF287 MIR548AZ_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR548AZ_3P ABHD6 ACKR3 ACVR1C ACVR2B ACYP2 ADAM10 ADAM22 ADAMTS5 ADAMTSL3 ADGRB3 ADH5 ADIPOQ ADPRH ADSS2 ALKBH5 ALS2 AMPH ANGEL2 ANKRD11 ANKRD55 APELA ARHGAP21 ARHGAP6 ARID4A ARL6IP1 ARL8B ARPP19 ATF2 ATF7IP2 ATL1 ATP11C ATP2A2 ATRNL1 ATRX ATXN1 ATXN3 ATXN7 B3GAT1 B3GLCT B4GALT6 BBS5 BCOR BEX2 BMI1 BMPR2 BOLL BRWD1 BRWD3 BTF3 C18orf25 C1orf131 C3orf70 C4orf51 CALB1 CALM1 CAMTA1 CAVIN4 CCAR1 CCDC186 CCL28 CCNYL1 CD47 CDC14A CDC42BPB CDCA4 CDK13 CDK6 CDYL CELSR1 CENPH CEP85L CFAP418 CFHR5 CHCHD7 CHST14 CLASP2 CNBP CNEP1R1 CNOT6L CNTN1 CNTN4 CNTNAP2 COMMD3-BMI1 COX15 CPNE3 CPNE8 CREB5 CSDE1 CSK CSRNP3 CSTF3 CTTNBP2 CUL3 CXCR4 CXXC4 DCC DDX3X DENND4C DGKH DIDO1 DKK3 DMD DNAJC27 DR1 DSC2 DSG2 DTD2 DYNC1LI2 EBF2 EDEM3 EGFL8 EHMT1 EIF1 EIF4E ELAVL1 ELK4 ENOPH1 ENPP2 ENTPD1 EPC1 ERBIN ESYT2 ETNK1 EVI5 EZR FAM149B1 FAM3C FAM76A FBXO22 FBXW7 FERMT2 FGG FLI1 FNIP2 FOXJ3 FOXO3 FTHL17 FTO FZD3 FZD4 G3BP2 GABPB1 GABRB1 GABRG1 GADD45A GALNT1 GCSAML GEMIN2 GEMIN5 GFRA1 GKAP1 GNAO1 GNAQ GNB2 GNS GPAM GPC4 GPR137B GPR22 GPR63 GPR85 GRIA3 GTF2A1 GTF2IRD2 GTF2IRD2B GUCY1A1 GUCY1B1 HACD3 HACE1 HAPLN1 HCFC2 HECTD2 HERC1 HERC4 HLF HLTF HS3ST3A1 HTR5A HYPK IFT81 IKBIP IKZF2 INHBB INO80D INTS15 IPMK IQCJ-SCHIP1 IREB2 ITGAV ITPRID2 JAKMIP2 JAKMIP3 KANSL1 KANSL1L KAZN KBTBD8 KCNC1 KDELR3 KIF2A KLF9 KLHL15 KLHL28 KLHL8 KMT2D LATS1 LEPROT LINC02801 LPP LRRTM3 LTBP1 LUC7L2 LYRM7 MACF1 MAFB MAP3K2 MAP4 MAP7 MCC MECP2 MED28 MED4 MEF2A MEX3C MEX3D MFAP3L MIER3 MINDY2 MMAB MMP2 MOB1B MPHOSPH9 MPZL2 MSI1 MSL2 MTF1 MTX3 MYEF2 MYO1B MYO5A N4BP2L1 NAV3 NDUFC2-KCTD14 NEK7 NEMF NEURL3 NEXMIF NF1 NFAT5 NHLRC2 NNT NR3C2 NRK NSD2 NTN4 NUAK1 NUDT12 ONECUT2 OPRM1 OSBPL8 OSM OTUD6B OTULINL OTX2 P3R3URF-PIK3R3 PABPC5 PAG1 PAIP1 PAK2 PAPOLA PARP16 PBX2 PCBP1 PCBP2 PCBP4 PCDH11X PCDH7 PCGF3 PCGF5 PCLO PCNA PDE10A PDE7B PDS5B PEX13 PGM2L1 PHC3 PHF20L1 PHF3 PHF6 PHIP PI4KB PIAS1 PIGN PIK3CB PIK3CG PIK3R1 PIK3R3 PIKFYVE PIP4K2A PLAGL1 PLCH1 PLEKHB2 PLPPR1 PMS1 PNPLA4 POU4F1 PPM1B PPM1D PPP3R1 PPP6R3 PRKAR1A PRRC1 PSIP1 PTBP2 PTBP3 PTEN PTPN12 PURB QKI RAB22A RAB27B RAB31 RAD23A RAD51AP1 RAPGEF5 RAPH1 RBFOX1 REST RGS3 RNF14 RNF168 RNF19A RNF2 RNF207 RNF38 RNPS1 RPGRIP1L RPP30 RPS6KB1 RSBN1 RUFY2 SAMD8 SCAI SCML1 SDE2 SEC62 SERBP1 SERINC5 SERTAD2 SESN3 SGCZ SGIP1 SKIL SLC1A3 SLC25A24 SLC25A36 SLC26A4 SLC2A13 SLC44A5 SLC4A10 SLC4A4 SLC6A11 SLCO4C1 SMAD4 SMNDC1 SNRPD1 SOCS6 SOWAHC SOX9 SP3 SPATA5 SPIN4 SPINK7 SPIRE1 SPOPL SPRED1 SRCIN1 SREK1 SRSF11 ST18 STAM2 STK39 STRBP STXBP5 SUB1 SULT1C4 SV2B SYNDIG1L TAB2 TAF9B TAOK1 TBL1XR1 TBP TCF20 TDG TEAD1 TENT4B TET1 TET2 TFRC TGFBR3 THUMPD1 TLNRD1 TM9SF2 TMED4 TMED7 TMEM169 TMEM236 TMEM245 TMEM33 TNPO1 TNRC18 TNRC6B TOP2A TOP2B TP53BP1 TP53INP1 TPBG TPR TRAPPC1 TRAPPC8 TRMT10A TRMT5 TRPM7 TRUB1 TSPAN16 TSPAN2 TSTD2 TTC39B TTPA TXNRD1 U2SURP UBE2G1 UBR2 UGGT1 UGT3A1 UQCC6 USP31 USP33 USP38 USP48 UTP23 VASP VEZT VMA21 VPS13C VPS37A WAPL WASF1 WASHC3 WDR17 WDR47 WDTC1 XPO4 XRN2 YWHAE ZBTB14 ZBTB20 ZBTB41 ZBTB44 ZC3H12C ZCCHC10 ZDBF2 ZDHHC21 ZEB1 ZFAND4 ZFHX3 ZFHX4 ZFPM2 ZFR ZFX ZFYVE28 ZMYND19 ZNF148 ZNF229 ZNF260 ZNF264 ZNF275 ZNF280C ZNF281 ZNF333 ZNF484 ZNF569 ZNF658 ZNF681 ZNF711 ZNF713 ZNF91 ZPLD1 ZYG11B MIR548AZ_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR548AZ_5P A1CF ABCA8 ACER3 ADAM22 ADAMTS4 ADAMTS9 ADARB1 ADD1 ADGRB3 ADO AFDN AGFG1 AICDA AMER2 ANAPC11 ANKRD17 ANO5 AP1S2 APPBP2 APPL1 AQP3 AQP4 ARGFX ARHGAP1 ARHGAP12 ARID4B ARIH1 ARIH2 ASB4 ATAD2 ATF2 ATG16L1 ATXN1 B3GALT2 B4GALT5 B4GALT6 BBX BCAT1 BCL2L11 BICC1 BMP2 BMPR2 BPNT2 BRWD1 BRWD3 BTG1 C11orf96 C1orf162 C2orf69 CACNA2D1 CADM2 CAMK2D CAPZA2 CCDC152 CCNG1 CCSER1 CD2AP CDC37L1 CDH1 CDH6 CEBPZOS CEP44 CETN3 CFL2 CHD1 CHIC1 CHRAC1 CHST9 CITED2 CLHC1 CLIP4 CLOCK CLXN CMBL CNTLN COL3A1 CPEB4 CPNE8 CREB1 CREB5 CRIM1 CSMD3 CTNNB1 CXCL11 CXCL5 DCK DCUN1D5 DENND4A DESI2 DGAT2 DGKH DLEC1 DOCK4 DPP8 DPY19L1 DPY19L4 DPYSL2 DSCC1 DYNC1LI2 ECE1 EIF4A1 EPB41L5 EPHA5 EPHA7 EPRS1 ERBIN EREG ERLIN2 ERO1A ETF1 EXOC5 EXOC6 FADS1 FAM199X FAT2 FBXO22 FEZ2 FGF23 FLRT3 FOXG1 FOXL1 FRMD4A FUBP1 FZD2 GAB1 GCOM1 GDA GIPC2 GJA3 GLIS3 GNG10 GPC6 GPD1L GPD2 GPN3 GPR137C GRIP1 GRM5 GUCY1A2 HAS2 HAUS2 HDAC9 HDX HNF1A HNRNPDL HNRNPL HOXD13 HS2ST1 HSFY1 HSFY2 IGF1R IGSF10 IKZF2 INTS5 IPPK ITGA2 ITGB1 ITGB8 KATNAL1 KCNAB1 KDM5B KIF21A KIF5C KLF9 KLHL23 KMT2A KPNA2 KPNA3 KRAS LCOR LEF1 LEPROTL1 LIN7C LMAN1 LMX1A LPGAT1 LRAT LRIG1 LRP1B LRRN1 MAP3K2 MAP3K20 MAP4K3 MAP4K5 MAPK1 MARCHF5 MARCKSL1 MBOAT2 MDGA2 MECP2 MFAP3L MFSD5 MICU3 MIER3 MITD1 MOB1B MRPL19 MRPS25 MRTFB MSI2 MTF2 MTMR10 MYCN MYT1L N4BP2 NAALAD2 NABP1 NAIF1 NAPB NCAM1 NCAPG2 NCBP2 NCKAP5 NCOA1 NDST3 NEDD4 NEFH NEO1 NFKB1 NFXL1 NR4A3 NRIP1 NTNG1 OIP5 OLAH OPRM1 OSBPL5 OSBPL8 OTOGL OTUD4 PACC1 PAG1 PAIP1 PAK3 PAPOLA PARP12 PBRM1 PCDH20 PCDHB7 PDE4D PDIK1L PEX5L PGAP1 PHC3 PHIP PHLPP2 PHTF2 PIK3C2A PITPNA PKN2 PLAG1 PLG PLGLB1 PLGLB2 PLOD1 PMP22 POGZ POLR2M POU2F1 POU5F1 POU5F1B PPARA PPARG PPM1G PPP1R15B PPP2R2A PPP3CA PPP6R3 PRKACB PRKAR2B PSMA8 PTBP3 PTGR2 PTH PTPN14 PTPN2 PTPRJ R3HDM1 R3HDM4 RAB22A RAB27B RAB3D RAB5C RABGAP1L RALGAPB RANBP3 RAPGEF1 RASGEF1A RBBP7 RBM44 RBMX RBMXL1 REEP3 RLIM RNF212B RNF217 RNF38 RNLS RPS6KA3 RPS6KA5 RRAS2 RYBP RYK SALL3 SAR1B SCN2A SERP1 SERTAD2 SET SGCZ SGIP1 SGMS2 SGPL1 SGPP2 SGTB SH3BP4 SKIL SLAIN2 SLC24A4 SLC2A13 SLC38A2 SLC4A4 SLC4A7 SLC6A6 SMARCA5 SMG1 SMIM15 SMIM21 SMOC1 SNTB2 SNX9 SOBP SOS1 SPAG9 SPOCK1 SPOCK3 SPOPL SS18 SSX2IP ST13 STIM2 STK17B STK35 STRN3 STX11 STXBP5 SUCO SUZ12 SYT16 TAOK1 TBC1D8B TBCEL TCEA1 TCF4 TDP1 TENM1 TENM4 TGDS THAP1 THAP6 TMCC1 TMEM127 TMEM128 TMEM131L TMEM170A TMEM170B TMEM182 TMTC3 TNRC6B TNS1 TOPORS TOX TP63 TPD52 TRIM2 TRIM33 TRPS1 TXN UBE2D3 UBE2K UBE2Q2 UBE3C UBR3 UBR5 USP15 USP21 USP28 USP3 USP31 USP46 UTP25 VEZF1 VPS29 WASF3 WDR26 XRN1 YES1 YIPF2 YPEL1 YTHDC1 YY1 ZBTB41 ZBTB7A ZC3H12C ZC3H6 ZCCHC8 ZDHHC17 ZDHHC21 ZEB2 ZFAT ZFHX4 ZFP36L2 ZMYND11 ZNF106 ZNF217 ZNF234 ZNF318 ZNF367 ZNF451 ZNF484 ZNF493 ZNF652 ZNF704 ZNF711 ZNF737 ZNF850 ZNF99 MIR548A_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR548A_3P ABHD6 ACKR3 ACVR1C ACVR2B ACYP2 ADAM10 ADAM22 ADAMTS5 ADAMTSL3 ADGRB3 ADH5 ADIPOQ ADPRH ADSS2 ALKBH5 ALS2 AMPH ANGEL2 ANKRD11 ANKRD55 APELA ARHGAP21 ARHGAP6 ARID4A ARL6IP1 ARL8B ARPP19 ATF2 ATF7IP2 ATL1 ATP11C ATP2A2 ATRNL1 ATRX ATXN1 ATXN3 ATXN7 B3GAT1 B3GLCT B4GALT6 BBS5 BCOR BEX2 BMPR2 BOLL BRWD1 BRWD3 BTF3 C18orf25 C1orf131 C3orf70 C4orf51 CALB1 CALM1 CAMTA1 CAVIN4 CCAR1 CCDC186 CCL28 CCNYL1 CD47 CDC14A CDC42BPB CDCA4 CDK13 CDK6 CELSR1 CENPH CEP85L CFAP418 CFHR5 CHCHD7 CHST14 CLASP2 CNBP CNEP1R1 CNOT6L CNTN1 CNTN4 CNTNAP2 COMMD3-BMI1 COX15 CPNE3 CPNE8 CREB5 CSDE1 CSK CSTF3 CTTNBP2 CUL3 CXCR4 CXXC4 DCC DDHD1 DDX3X DENND4C DGKH DIDO1 DKK3 DMD DNAJC27 DR1 DSC2 DSG2 DTD2 DYNC1LI2 EBF2 EDEM3 EGFL8 EHMT1 EIF1 EIF4E ELAVL1 ELK4 ENOPH1 ENPP2 ENTPD1 EPC1 ERBIN ESYT2 ETNK1 EVI5 EZR FAM149B1 FAM3C FAM76A FBXO22 FBXW7 FERMT2 FGG FLI1 FNIP2 FOXJ3 FOXO3 FTHL17 FTO FZD3 FZD4 G3BP2 GABPB1 GABRB1 GABRG1 GADD45A GALNT1 GCSAML GEMIN2 GEMIN5 GFRA1 GKAP1 GNAO1 GNB2 GNS GPAM GPC4 GPR137B GPR22 GPR63 GPR85 GRIA3 GTF2A1 GTF2IRD2 GTF2IRD2B GUCY1A1 HACD3 HACE1 HAPLN1 HECTD2 HERC1 HERC4 HLTF HNRNPUL2 HS3ST3A1 HTR5A HYPK IFT81 IKBIP IKZF2 INHBB INO80D INTS15 IPMK IQCJ-SCHIP1 IREB2 ITGAV ITPRID2 JAKMIP2 JAKMIP3 KANSL1 KANSL1L KAZN KBTBD8 KCNC1 KDELR3 KIF2A KLF9 KLHL15 KLHL28 KMT2D LATS1 LEPROT LINC02801 LPP LRRTM3 LTBP1 LUC7L2 LYRM7 MACF1 MAFB MAP3K2 MAP4 MAP7 MCC MECP2 MED28 MED4 MEF2A MEX3C MEX3D MFAP3L MIER3 MINDY2 MMAB MMP2 MOB1B MPHOSPH9 MPZL2 MSI1 MSL2 MTF1 MTPAP MTX3 MYEF2 MYO1B MYO5A N4BP2L1 NAV3 NDUFC2-KCTD14 NEK7 NEMF NEURL3 NEXMIF NF1 NFAT5 NHLRC2 NNT NR3C2 NRK NSD2 NTN4 NUAK1 NUDT12 ONECUT2 OPRM1 OSBPL8 OSM OTUD6B OTULINL OTX2 P3R3URF-PIK3R3 PABPC5 PAG1 PAIP1 PAK2 PAPOLA PARP16 PBX2 PCBP1 PCBP2 PCBP4 PCDH11X PCDH7 PCGF3 PCGF5 PCLO PCNA PDE10A PDE7B PDS5B PEX13 PGM2L1 PHC3 PHF20L1 PHF3 PHF6 PHIP PI4KB PIAS1 PIGN PIK3CB PIK3CG PIK3R1 PIK3R3 PIP4K2A PLAGL1 PLCH1 PLEKHB2 PLPPR1 PMS1 PNPLA4 POU4F1 PPM1B PPM1D PPP3R1 PPP6R3 PRRC1 PSIP1 PTBP2 PTBP3 PTEN PTPN12 PURB QKI RAB22A RAB27B RAB31 RAD23A RAD51AP1 RAPGEF5 RAPH1 RBFOX1 REST RGS3 RNF14 RNF168 RNF19A RNF2 RNF207 RNF38 RNPS1 RPGRIP1L RPP30 RPS6KB1 RSBN1 RUFY2 SAMD8 SCAI SCML1 SDE2 SEC62 SELENOF SERBP1 SERINC5 SERTAD2 SESN3 SGCZ SGIP1 SINHCAF SKIL SLC1A3 SLC25A24 SLC25A36 SLC26A4 SLC2A13 SLC44A5 SLC4A4 SLC6A11 SLCO4C1 SMAD4 SMAD5 SMNDC1 SNRPD1 SOCS6 SOWAHC SOX9 SP3 SPATA5 SPIN4 SPINK7 SPIRE1 SPOPL SPRED1 SRCIN1 SREK1 SRSF11 ST18 STAM2 STK39 STRBP STXBP5 SUB1 SULT1C4 SV2B SYNDIG1L TAB2 TAF9B TAOK1 TBL1XR1 TBP TCF20 TDG TEAD1 TENT4B TET1 TET2 TFRC TGFBR3 THUMPD1 TLNRD1 TM9SF2 TMED4 TMED5 TMED7 TMEM169 TMEM236 TMEM245 TMEM33 TNPO1 TNRC18 TNRC6B TOP2A TOP2B TP53BP1 TP53INP1 TPBG TPR TRAPPC1 TRAPPC8 TRMT10A TRMT5 TRPM7 TRUB1 TSPAN16 TSPAN2 TSTD2 TTC39B TTPA TXNRD1 U2SURP UBE2G1 UBR2 UGGT1 UGT3A1 UQCC6 USP31 USP33 USP38 USP48 UTP23 VASP VEZT VMA21 VPS13C VPS37A WAPL WASF1 WASHC3 WDR17 WDR47 WDTC1 XPO4 XRN2 ZBTB14 ZBTB20 ZBTB41 ZBTB44 ZC3H12C ZCCHC10 ZDBF2 ZDHHC21 ZEB1 ZFAND4 ZFHX3 ZFHX4 ZFPM2 ZFR ZFX ZFYVE28 ZMYND19 ZNF148 ZNF229 ZNF260 ZNF264 ZNF275 ZNF280C ZNF281 ZNF333 ZNF484 ZNF569 ZNF658 ZNF681 ZNF711 ZNF713 ZNF91 ZPLD1 ZYG11B MIR548A_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR548A_5P A1CF ABCA5 ABI3BP ACADL ACAT2 ACBD3 ACBD5 ACTN4 ACVR2B ADAM22 ADAM30 ADAMDEC1 ADAMTS1 ADGRB3 ADH5 AFDN AFTPH AGTR1 AHSA2P AIDA AK3 ALG11 ANAPC1 ANGEL2 ANKRD10 ANKRD22 ANKRD26 ANKRD46 AP1AR APPBP2 AQP3 ARFRP1 ARID2 ARL13B ARL6IP6 ARMCX3 ARRDC4 ASB3 ATP11A ATXN2 ATXN7L1 B3GALT5 BBS10 BBX BCL2L2 BEND7 BMI1 BMT2 BNIP3 BOD1L1 BRWD1 BRWD3 BTF3L4 BTG2 BTG3 C11orf87 C18orf25 C21orf91 C3orf38 C5orf24 C6orf120 C9orf40 CA8 CACNA2D3 CACUL1 CAMLG CAMSAP2 CAPN2 CARF CBFB CBX3 CCDC117 CCDC179 CCDC47 CCDC50 CCNB1 CCNG2 CCNY CCP110 CCSER1 CD163 CD99 CDK6 CEP120 CEP350 CERS6 CFAP44 CFDP1 CFL2 CHN1 CHRNA7 CHST9 CIAO2A CISD2 CLCN4 CLDN12 CLVS2 CMPK2 CNTN1 COL11A1 COMMD3-BMI1 CRACD CRIPT CSGALNACT2 CSNK1D CTNNA3 CYBRD1 DAAM1 DCDC2 DDIT4 DEFA6 DENND1B DHRS1 DIAPH3 DIP2B DNAJB14 DNAJB4 DOLPP1 DPH6 DPY19L3 DTWD2 DUS4L DUSP7 DYNC1I2 DYNC1LI2 EDIL3 EEA1 EIF2AK2 ELL2 EPB41L5 EPHA3 ERC2 ETF1 EVI2A EXOC5 FAM133A FAM135A FAM199X FAM221A FBXL3 FEM1C FGD4 FGF12 FGFR1OP2 FGL2 FIGN FLRT3 FMNL2 FNDC3B FNIP2 FOXG1 FRMD5 FSBP FYB2 FZD3 FZD5 FZD7 GABPA GABPB1 GABRA4 GAPVD1 GASK1A GATM GCC2 GCNT1 GLIPR1 GNAQ GOLGA6L2 GOPC GPALPP1 GPATCH11 GPC6 GPD2 GPR155 GPR85 GRID2 GRIP1 GRM5 GRM7 GSE1 GSTCD GTF3C3 GUCY1A2 GUCY1B1 GULP1 HDAC9 HECA HIPK1 HLTF HMBOX1 HNRNPDL HOMER1 HOOK3 HOXD13 HTR2C IGF1 IGF2BP3 IGSF3 IKBIP IKZF2 ITGAV ITGB6 JARID2 KATNBL1 KCNJ3 KIAA1586 KIF20B KL KLF10 KLF7 KLF8 KLRD1 KPNA4 KRT28 LACTB LACTB2 LANCL1 LARP4 LATS1 LCOR LCTL LIN7A LMCD1 LMX1A LPP LRP1B LRRC4B LRRC7 LRRTM3 LSAMP LVRN MAGT1 MAML1 MAP4K4 MAP9 MARCHF6 MAST3 MAST4 MBIP MBNL2 MBNL3 MCF2L2 MDFIC ME1 MECP2 MED6 MEIS2 METTL6 METTL8 MEX3D MFN1 MFSD8 MGARP MIDEAS MIER1 MIER3 MIGA1 MINDY2 MMD MMP16 MMUT MTA1 MTF1 MTFR1 MYCN MZT1 NAA30 NAT1 NAV2 NCKAP1 NDC1 NDFIP2 NEDD4L NEGR1 NFAT5 NFKB1 NOS2 NOTCH2 NOTUM NR2C1 NRG4 NRXN1 NTF3 NUMB NUP160 NUP50 NUP54 OAZ1 ODAPH OGFRL1 PAPOLG PAQR9 PAX5 PCDH11X PCDH11Y PCLO PDCD5 PDE1C PDE4D PDZRN4 PGAM1 PGRMC2 PHYHIPL PITX2 PIWIL3 PLEKHG1 PLEKHH2 POLR2H PPARG PPEF2 PPHLN1 PPP1R2 PPP1R27 PPP1R9A PPP5C PRELID2 PREX2 PRKAA1 PRKAA2 PRKAG2 PRKG1 PROK2 PROSER1 PRPF39 PRPF40A PRPF4B PRRC1 PSMC2 PTBP3 PTGFRN PTPRG PTPRR RAB27B RAB8B RALA RAP1A RAP2A RASGRP1 RASSF8 RBBP8 RC3H1 RESF1 RETREG1 REV3L RFC3 RFX7 RGPD4 RGPD5 RGPD6 RGPD8 RGS7BP RHOQ RHPN2 RIC1 RICTOR RIMOC1 RMND5A RNF138 RNF149 RNF217 RO60 RORA RPS6KA5 RRAGD S1PR1 SACS SAMD8 SANBR SCAMP1 SCARF1 SCML2 SCN1A SCN3A SCN8A SDC2 SDE2 SDF4 SEC22C SEC24A SECISBP2L SENP1 SERINC3 SERINC5 SESTD1 SETD2 SF3A1 SFMBT1 SFT2D1 SH3D19 SIX4 SKIDA1 SLAIN1 SLC24A3 SLC30A5 SLC4A7 SLCO5A1 SLU7 SMAD5 SMAD9 SMG1 SNAP91 SNX16 SNX30 SOX5 SPAG9 SPATA6L SPDYE1 SPOCK3 SREK1 SRP9 SRSF3 SRSF6 SSR3 STEAP2 STXBP5 STYX SUMF1 SYNM SYTL5 TBCA TBCK TCF12 TFAM TFDP3 THSD7A TIFAB TLCD4 TMED7 TMEFF2 TMEM135 TMEM167B TMEM200A TMEM255A TMEM65 TMTC1 TMTC3 TNFRSF21 TOLLIP TP53INP1 TPM3 TRA2B TRAM1 TRIM2 TRIM9 TRPC1 TRPC5 TRUB1 TTC13 TTC19 TXLNG U2SURP UBA6 UBE2A UEVLD UGDH UGT8 UNC80 URI1 UTP3 WAPL WDR26 WDR47 WDR7 XPNPEP1 YIPF5 ZBTB10 ZBTB11 ZBTB20 ZBTB25 ZBTB41 ZBTB44 ZC3HAV1L ZCCHC8 ZDHHC15 ZDHHC2 ZDHHC21 ZEB2 ZFAND5 ZNF148 ZNF326 ZNF454 ZNF486 ZNF492 ZNF503 ZNF559 ZNF608 ZNF652 ZNF680 ZNF747 ZNF792 ZNG1A ZNG1B ZNG1C ZNG1E ZNG1F ZRANB2 MIR548BA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR548BA AMER2 ANKRD13A ANKRD17 APPBP2 B3GNT5 BACH2 BCAT1 BICD2 BMP3 BRMS1L C1orf115 C21orf91 C4orf46 CAMSAP2 CD164 CDC14A CDH19 CENPK CEP78 CEP97 CERT1 CMTM4 COG5 COX5A CRISPLD1 CRNKL1 CYP2J2 DCAKD DCP2 DENND1A DENND4C DICER1 DIXDC1 EFEMP1 EHBP1 ELOVL5 ENPP4 ENSG00000275895 EPHB1 EPSTI1 FBXL4 FIP1L1 GABARAPL1 GASK1B GDNF GNG12 GPM6A GUCY1A2 HELQ HMCN1 HPCAL4 HSPA4L IFIT1B INSIG1 IQCK ITPR3 ITSN1 KDM2B KRTAP9-9 LAMTOR5 LCOR LMBR1 LNX2 LPP LSM8 MAP7 MBNL3 MFN1 MOB1B MORC3 MPRIP MRO MTUS1 NCKAP1 NEK2 NELL2 NEMP1 NEUROD1 NFE2L3 NFYB OBSL1 OIP5 P2RY12 PABPC5 PAK2 PCDH15 PCDH18 PCMTD1 PDE6C PDE7A PDHA1 PDLIM5 PF4 PIK3C2B PKD2 POLR3G PPP1R3B PPP3R1 PRDM4 PSMA8 PSMD7 PSME3 PURB PWP1 PWWP2A QKI RBMXL3 RDX RFXAP RGL1 RGS9BP RHOA RIOX1 RNF38 RORB RREB1 RWDD4 SASS6 SEMA3C SETD9 SLC15A1 SLC17A6 SLC25A12 SMAD2 SON SP110 SPCS3 SPDYE1 SPDYE3 SPDYE5 SPDYE6 STAM STAU2 SVIL TCERG1 TCFL5 TMEM178B TMEM200A TMEM229A TMPRSS11B TNIK TNKS2 TNRC6C TOMM5 TP63 TPR TRIM13 TRIP11 TVP23A TYMSOS U2AF1 UBE2E3 UBE2W ULK2 USP42 VAPA WDR20 ZC2HC1C ZDHHC21 ZEB2 ZHX2 ZNF362 ZNF43 ZNF461 ZNF585B ZNF699 ZNF716 ZNF730 ZNF770 ZNF777 MIR548BB_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR548BB_3P ABCC2 ABHD13 ABI2 ACBD5 ACVR1C ADARB2 ADGRG2 ADISSP AEBP2 AFF2 AGL AGPAT1 AHSA2P AKAP10 AKT1 ALK ALKBH1 AMFR ANKRA2 ANKRD13C ANKRD28 ANKS1A ANO3 ANO5 APH1A API5 ARAP2 ARFGEF3 ARGLU1 ARHGAP29 ARID1A ARL6IP5 ARL6IP6 ARX ATF7IP ATL3 ATP13A3 ATP2A2 ATP2B2 ATP2B4 ATP6V0A2 ATXN7L3 AZIN1 AZIN2 B3GALT2 B3GNT5 B4GALT4 BACH2 BAG5 BARD1 BBS9 BCL2L10 BCL2L11 BCOR BMPR1A BOLL BPNT2 BPTF BRD3 BROX BTBD10 C18orf54 C2CD2 C5orf24 CA13 CABLES2 CACNA2D1 CADM2 CAMSAP2 CAMTA1 CARF CASC3 CCDC14 CCDC34 CCDC68 CCDC71L CCNC CCND2 CCNYL1 CCZ1 CCZ1B CD47 CD96 CDK14 CDK17 CDS2 CHUK CIPC CLP1 CMTM6 CNOT6L CNOT7 CNOT9 CNTLN COL1A1 COL4A1 COLGALT2 COPS2 COX15 CPEB1 CPEB2 CPEB4 CPNE8 CPSF6 CREBBP CREBRF CRLS1 CRY1 CSNK1A1 CSNK1G3 CSNK2B CTXN2 CXCL12 CYRIB DAG1 DCBLD2 DCLK1 DCUN1D4 DDX5 DDX6 DIS3L2 DLG1 DMD DNAJA2 DNAJB1 DNAJB11 DNAJB12 DNAJB4 DNAL4 DND1 DNMT1 DNMT3B DOCK10 DOCK6 DOCK9 DPY30 DTNA DUS4L DYRK1A DYRK2 EFEMP1 EGLN1 EGR3 EIF1AX EIF4G2 ELAVL1 ELMOD2 ELOC EMP2 ENTPD7 EPC1 ERBIN EREG ERGIC2 ERI1 ERO1B ERP44 ETF1 ETNK1 FAM169A FAM76B FANCC FAT1 FBXW2 FHIP1A FIGNL1 FKBP1A FKBP5 FLI1 FMNL2 FOSL2 FOXN2 FSD1L FYTTD1 FZD3 FZD6 G2E3 GABBR2 GABPA GABRA4 GABRG1 GCFC2 GFPT1 GIGYF1 GMCL1 GNA11 GNAI3 GOLM2 GORAB GPATCH2 GPC6 GPD2 GPR63 GRIA2 GRIN3A GRPEL2 GSE1 HDAC4 HDAC8 HDGFL2 HDX HECTD2 HELZ HIF3A HIPK2 HMGCS1 HNRNPC HNRNPR HOOK3 HOXA5 HOXB7 HOXD13 HOXD8 HSPE1-MOB4 HSPH1 HUS1 HUWE1 HYCC2 ICAM5 ICE2 IDS IER3IP1 IGF2BP2 IKZF2 IL6 IL6R ING3 INO80D INPP4A INVS IPO8 IQGAP2 IRX2 ITPA ITPRIPL2 KCNJ2 KCTD12 KDM2A KDM7A KIAA0232 KIAA0408 KIN KIRREL1 KLF11 KLHL15 KMT2C KPNA4 KRAS KRTAP2-4 L2HGDH LAMTOR1 LANCL3 LARP4 LEPROTL1 LETM2 LIN28B LIN7C LLGL2 LOXL1 LOXL2 LPGAT1 LRFN3 LRRC37B LRRC58 LRRC8C LRRTM4 LSM14A MAFB MAGOHB MAML3 MAP2K4 MAP3K3 MAP3K5 MAP3K7 MAPK1 MAPK6 MAPK8 MARCHF5 MARCKSL1 MARK1 MATR3 MBNL3 MBOAT2 MBTD1 MCL1 MCM9 MCU MDM4 MED1 MED13 MEF2C MEX3C MFAP3L MFSD13A MFSD14B MGARP MID1 MITF MLLT1 MLLT3 MMGT1 MOB1B MOB4 MOSMO MPZ MSI2 MTMR4 MTRF1L MXD1 MYBL1 MYC MYEF2 MYLK NAA50 NAALADL2 NAMPT NAV2 NCL NDUFA4 NEK1 NOL7 NOTCH2 NPAS3 NRIP1 NTF3 NUFIP2 NUP98 ONECUT2 OSGEP OTUD7B OTX2 PA2G4 PAN3 PANK1 PAPOLG PARP11 PCDH20 PDCD7 PDCL3 PDE1C PDE7A PDS5A PDSS2 PELI1 PELI2 PHC3 PI4K2B PID1 PIK3CA PIK3R1 PIK3R3 PIM1 PITPNB PITPNM2 PITPNM3 PLAGL2 PLGRKT PLPP2 PM20D2 PMS1 POLD3 POLR1A POU3F1 PPM1B PPP1R14B PPP1R2 PPP2R1A PRDM4 PRKAA2 PRKAR2B PRKCI PRMT1 PRMT3 PRR14L PSD3 PSIP1 PTBP2 PTBP3 PTPRK PTPRZ1 PUM2 PXDN QTRT2 RABEP1 RAF1 RAPH1 RASA2 RASD1 RASEF RB1 RB1CC1 RBBP4 RBL2 RBM20 RBM27 RBM46 RBMS3 RBPJ RC3H1 RCAN2 RCC1L RETREG1 RETSAT RGPD1 RICTOR RIF1 RMI1 RNF38 RNFT2 RNPC3 ROBO1 ROR1 RORA RP2 RPS6KA3 RPS6KA6 RSBN1 RSPRY1 RSRC1 RUNDC3B SAMD8 SAP130 SAR1B SASH1 SBK1 SCAI SCG2 SCN9A SCYL2 SDK1 SELENOI SEMA4B SEMA6D SEPTIN2 SERBP1 SETBP1 SETD3 SETD7 SFPQ SGCZ SGO2 SH3RF1 SHISAL1 SIAH2 SIDT2 SKI SKIL SLC10A4 SLC18B1 SLC25A16 SLC25A44 SLC2A13 SLC30A7 SLC35A3 SLC44A1 SLF2 SMC1A SMC1B SMG7 SMIM10L1 SMIM7 SMURF2 SNRK SNX12 SNX18 SOAT1 SOCS5 SOCS6 SOHLH2 SON SORCS1 SOS2 SOX6 SPATA31A1 SPATA31A3 SPATA31A5 SPATA31A6 SPATA31A7 SPATA6 SPIN1 SPRED1 SPTSSA SRP54 SSR1 STAC STARD4 STIM2 STK24 STOML2 STOX2 STRN3 STX16 STXBP4 SUPT3H SUZ12 SYNCRIP SYT16 SYT4 TAF7L TAF9 TANK TAOK1 TBCA TBL1XR1 TBX3 TCF7L2 TCP11L2 TDRP TET3 TFPI2 TGFBR1 TLL1 TLNRD1 TM2D3 TMC7 TMCC1 TMEM128 TMEM131 TMEM170B TMEM59 TMEM63B TMEM64 TMPO TMPRSS15 TNFSF11 TNRC6B TOX TOX3 TP53INP1 TRHDE TRIM28 TRMT9B TSC22D2 TSEN15 TSLP TSPAN3 TSPAN9 TTC14 TTC28 TUT4 TUT7 UBE2D1 UBE2H UBN2 UBR5 UGCG UHMK1 UHRF1 UNC5D USP16 USP24 USP38 USP42 USP49 UTRN VAV2 VCPIP1 VEZF1 VGLL3 VKORC1L1 VSTM2A WDR44 WNK3 WNT5A WWC3 WWP1 XIAP XPR1 YBX1 YBX3 YPEL5 YTHDF1 YTHDF3 YWHAZ ZBBX ZBTB21 ZBTB22 ZBTB34 ZBTB41 ZBTB43 ZBTB8A ZC3H12C ZCCHC14 ZDHHC21 ZFAND4 ZFAND5 ZFP30 ZMIZ1 ZMPSTE24 ZMYM3 ZNF148 ZNF207 ZNF248 ZNF28 ZNF468 ZNF529 ZNF547 ZNF566 ZNF583 ZNF614 ZNF648 ZNF704 ZNF800 ZNF830 ZNF875 MIR548BB_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR548BB_5P A1CF ABCA5 ABI3BP ACADL ACAT2 ACBD3 ACBD5 ACTN4 ACVR2B ADAM22 ADAM30 ADAMDEC1 ADAMTS1 ADGRB3 ADH5 AFDN AFTPH AGTR1 AHSA2P AIDA AK3 ALG11 ANAPC1 ANGEL2 ANKRD10 ANKRD22 ANKRD26 ANKRD46 AP1AR APPBP2 AQP3 ARFRP1 ARID2 ARL13B ARL6IP6 ARMCX3 ARRDC4 ASB3 ATP11A ATXN2 ATXN7L1 B3GALT5 BBS10 BBX BCL2L2 BEND7 BMI1 BMT2 BNIP3 BOD1L1 BRWD1 BRWD3 BTF3L4 BTG2 BTG3 C11orf87 C18orf25 C21orf91 C3orf38 C5orf24 C6orf120 C9orf40 CA8 CACNA2D3 CACUL1 CAMLG CAMSAP2 CAPN2 CARF CBFB CBX3 CCDC117 CCDC179 CCDC47 CCDC50 CCNB1 CCNG2 CCNY CCP110 CCSER1 CD163 CD99 CDK6 CEP120 CEP350 CERS6 CFAP44 CFDP1 CFL2 CHN1 CHORDC1 CHRNA7 CHST9 CIAO2A CISD2 CLCN4 CLDN12 CLVS2 CMPK2 CNTN1 COL11A1 COMMD3-BMI1 CRACD CRIPT CSGALNACT2 CSNK1D CTNNA3 CYBRD1 DAAM1 DCDC2 DDIT4 DEFA6 DENND1B DHRS1 DIAPH3 DIP2B DNAJB14 DNAJB4 DOLPP1 DPY19L3 DTWD2 DUS4L DUSP7 DYNC1I2 DYNC1LI2 EDIL3 EEA1 EIF2AK2 ELL2 EPB41L5 EPHA3 ERC2 ETF1 EVI2A EXOC5 FAM133A FAM135A FAM199X FAM221A FBXL3 FEM1C FGD4 FGFR1OP2 FGL2 FIGN FLRT3 FMNL2 FNDC3B FNIP2 FOXG1 FRMD5 FSBP FYB2 FZD3 FZD5 FZD7 GABPA GABPB1 GABRA4 GAPVD1 GASK1A GATM GCC2 GCNT1 GLIPR1 GNAQ GOLGA6L2 GOPC GPALPP1 GPATCH11 GPC6 GPD2 GPR155 GPR85 GRID2 GRIP1 GRM5 GRM7 GSE1 GSTCD GTF3C3 GUCY1A2 GUCY1B1 GULP1 HDAC9 HECA HIPK1 HLTF HMBOX1 HNRNPDL HOMER1 HOOK3 HOXD13 HTR2C IGF1 IGF2BP3 IGSF3 IKBIP IKZF2 ITGAV ITGB6 JARID2 KATNBL1 KCNJ3 KIAA1586 KIF20B KL KLF10 KLF7 KLF8 KLRD1 KPNA4 KRT28 LACTB LACTB2 LANCL1 LARP4 LATS1 LCOR LCTL LIN7A LMCD1 LMX1A LPP LRP1B LRRC4B LRRC7 LRRTM3 LSAMP LVRN MAGT1 MAML1 MAP4K4 MAP9 MARCHF6 MAST3 MAST4 MBIP MBNL2 MBNL3 MCF2L2 MDFIC ME1 MECP2 MED6 MEIS2 METTL6 METTL8 MEX3D MFN1 MFSD8 MGARP MIDEAS MIER1 MIER3 MIGA1 MINDY2 MMD MMP16 MMUT MPHOSPH8 MTA1 MTF1 MTFR1 MTMR6 MYCN MZT1 NAA30 NAT1 NAV2 NCKAP1 NDC1 NDFIP2 NEDD4L NEGR1 NFAT5 NFKB1 NOS2 NOTCH2 NOTUM NR2C1 NRG4 NRXN1 NTF3 NUMB NUP160 NUP50 NUP54 OAZ1 ODAPH OGFRL1 ONECUT2 PAPOLG PAQR9 PARD3 PAX5 PCDH11X PCDH11Y PCLO PDCD5 PDE1C PDE4D PDZRN4 PGAM1 PGRMC2 PHYHIPL PITX2 PIWIL3 PLEKHG1 PLEKHH2 POLR2H POU2F1 PPARG PPEF2 PPHLN1 PPP1R2 PPP1R27 PPP1R9A PPP5C PRELID2 PREX2 PRKAA1 PRKAA2 PRKAG2 PRKG1 PROK2 PROSER1 PRPF39 PRPF40A PRPF4B PRRC1 PSMC2 PTBP3 PTGFRN PTPRG PTPRR RAB27B RAB8B RALA RAP1A RAP2A RASSF8 RBBP8 RC3H1 RESF1 RETREG1 REV3L RFC3 RFX7 RGPD4 RGPD5 RGPD6 RGPD8 RGS7BP RHOQ RHPN2 RIC1 RICTOR RIMOC1 RMND5A RNF138 RNF149 RNF217 RO60 RORA RPS6KA5 RRAGD S1PR1 SACS SAMD8 SANBR SCAMP1 SCARF1 SCML2 SCN1A SCN3A SCN8A SDC2 SDE2 SDF4 SEC22C SEC24A SECISBP2L SENP1 SERINC3 SERINC5 SESTD1 SETD2 SF3A1 SFMBT1 SFT2D1 SH3D19 SIX4 SKIDA1 SLAIN1 SLC24A3 SLC30A5 SLC4A7 SLCO5A1 SLU7 SMAD5 SMAD9 SMG1 SNAP91 SNX16 SNX30 SOX5 SPAG9 SPATA6L SPDYE1 SPOCK3 SREK1 SRP9 SRSF3 SRSF6 SSR3 STEAP2 STXBP5 STYX SUMF1 SYNM SYTL5 TBCA TBCK TCF12 TFAM TFDP3 THSD7A TIFAB TLCD4 TMED7 TMEFF2 TMEM135 TMEM167B TMEM200A TMEM255A TMEM65 TMTC1 TMTC3 TNFRSF21 TOLLIP TP53INP1 TPM3 TRA2B TRAM1 TRIM2 TRIM9 TRPC1 TRPC5 TRUB1 TTC13 TTC19 TXLNG U2SURP UBA6 UBE2A UEVLD UGDH UGT8 UNC80 URI1 UTP3 WAPL WDR26 WDR47 WDR7 XPNPEP1 YIPF5 ZBTB10 ZBTB11 ZBTB20 ZBTB25 ZBTB41 ZBTB44 ZC3HAV1L ZCCHC8 ZDHHC15 ZDHHC2 ZDHHC21 ZEB2 ZFAND5 ZNF148 ZNF326 ZNF454 ZNF486 ZNF492 ZNF503 ZNF559 ZNF608 ZNF652 ZNF680 ZNF747 ZNF792 ZNG1A ZNG1B ZNG1C ZNG1E ZNG1F ZRANB2 MIR548BC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR548BC ABHD6 ACKR3 ACVR1C ACVR2B ACYP2 ADAM10 ADAM22 ADAMTS5 ADAMTSL3 ADGRB3 ADH5 ADIPOQ ADPRH ADSS2 ALKBH5 ALS2 AMPH ANGEL2 ANKRD11 ANKRD55 APELA APOL6 ARHGAP21 ARHGAP6 ARID4A ARL6IP1 ARL8B ARPP19 ATF2 ATF7IP2 ATL1 ATP11C ATP2A2 ATRNL1 ATRX ATXN1 ATXN3 ATXN7 B3GAT1 B3GLCT B4GALT6 BBS5 BCOR BEX2 BMPR2 BOLL BRWD1 BRWD3 BTF3 C18orf25 C1orf131 C3orf70 C4orf51 CALB1 CALM1 CAMTA1 CAVIN4 CCAR1 CCDC186 CCL28 CCNYL1 CD47 CDC14A CDC42BPB CDCA4 CDK13 CDK6 CDYL CELSR1 CENPH CEP85L CFAP418 CFHR5 CHCHD7 CHST14 CLASP2 CNBP CNEP1R1 CNOT6L CNTN1 CNTN4 CNTNAP2 COMMD3-BMI1 COX15 CPNE3 CPNE8 CREB5 CSDE1 CSK CSTF3 CTTNBP2 CUL3 CXCR4 CXXC4 DCC DDHD1 DDX3X DENND4C DGKH DIDO1 DKK3 DMD DNAJC27 DR1 DSC2 DSG2 DTD2 DYNC1LI2 EBF2 EDEM3 EGFL8 EHMT1 EIF1 EIF4E ELAVL1 ELK4 ENOPH1 ENPP2 ENTPD1 EPC1 ERBIN ESYT2 ETNK1 EVI5 EZR FAM149B1 FAM3C FAM76A FBXO22 FBXW7 FERMT2 FGG FLI1 FNIP2 FOXJ3 FOXO3 FTHL17 FTO FZD3 FZD4 G3BP2 GABPB1 GABRB1 GABRG1 GADD45A GALNT1 GCSAML GEMIN2 GEMIN5 GFRA1 GKAP1 GNAO1 GNB2 GNS GPAM GPC4 GPR137B GPR22 GPR63 GPR85 GRIA3 GTF2A1 GTF2IRD2 GTF2IRD2B GUCY1A1 HACD3 HACE1 HAPLN1 HECTD2 HERC1 HERC4 HLF HLTF HNRNPUL2 HS3ST3A1 HTR5A HYPK IFT81 IKBIP IKZF2 INHBB INO80D INTS15 IPMK IQCJ-SCHIP1 IREB2 ITGAV ITPRID2 JAKMIP2 JAKMIP3 KANSL1 KANSL1L KAZN KBTBD8 KCNC1 KDELR3 KIF2A KLF9 KLHL15 KLHL28 KMT2D LATS1 LEPROT LINC02801 LPP LRRTM3 LTBP1 LUC7L2 LYRM7 MACF1 MAFB MAP3K2 MAP4 MAP7 MCC MECP2 MED28 MED4 MEF2A MEX3C MEX3D MFAP3L MIER3 MINDY2 MMAB MMP2 MOB1B MPHOSPH9 MPZL2 MSI1 MSL2 MTF1 MTX3 MYEF2 MYO1B MYO5A N4BP2L1 NAV3 NDUFC2-KCTD14 NEK7 NEMF NEURL3 NEXMIF NF1 NFAT5 NHLRC2 NNT NR3C2 NRK NSD2 NTN4 NUAK1 NUDT12 ONECUT2 OPRM1 OSBPL8 OSM OTUD6B OTULINL OTX2 P3R3URF-PIK3R3 PABPC5 PAG1 PAIP1 PAK2 PAPOLA PARP16 PBX2 PCBP1 PCBP2 PCBP4 PCDH11X PCDH7 PCGF3 PCGF5 PCLO PCNA PDE10A PDE7B PDS5B PEX13 PGM2L1 PHC3 PHF20L1 PHF3 PHF6 PHIP PI4KB PIAS1 PIAS2 PIGN PIK3CB PIK3CG PIK3R1 PIK3R3 PIKFYVE PIP4K2A PLAGL1 PLCH1 PLEKHB2 PLPPR1 PMS1 PNPLA4 POU4F1 PPM1B PPM1D PPP3R1 PPP6R3 PRRC1 PSIP1 PTBP2 PTBP3 PTEN PTPN12 PURB QKI RAB22A RAB27B RAB31 RAD23A RAD51AP1 RAPGEF5 RAPH1 RBFOX1 REST RGS3 RNF14 RNF168 RNF19A RNF2 RNF207 RNF38 RNPS1 RPGRIP1L RPP30 RPS6KB1 RSBN1 RUFY2 SAMD8 SCAI SCML1 SDE2 SEC62 SERBP1 SERINC5 SERTAD2 SESN3 SGCZ SGIP1 SKIL SLC1A3 SLC25A24 SLC25A36 SLC26A4 SLC2A13 SLC44A5 SLC4A4 SLC6A11 SLCO4C1 SMAD4 SMNDC1 SNRPD1 SOCS6 SOWAHC SOX9 SP3 SPATA5 SPIN4 SPINK7 SPIRE1 SPOPL SPRED1 SRCIN1 SREK1 SRSF11 ST18 STAM2 STK39 STRBP STXBP5 SUB1 SULT1C4 SV2B SYNDIG1L TAB2 TAF9B TAOK1 TBL1XR1 TBP TCF20 TDG TEAD1 TENT4B TET1 TET2 TFRC TGFBR3 THUMPD1 TLNRD1 TM9SF2 TMED4 TMED7 TMEM169 TMEM236 TMEM245 TMEM33 TNPO1 TNRC18 TNRC6B TOP2A TOP2B TP53BP1 TP53INP1 TPBG TPR TRAPPC1 TRAPPC8 TRMT10A TRMT5 TRPM7 TRUB1 TSPAN16 TSPAN2 TSTD2 TTC39B TTPA TXNRD1 U2SURP UBE2G1 UBR2 UGGT1 UGT3A1 UQCC6 USP31 USP33 USP38 USP48 UTP23 VASP VEZT VMA21 VPS13C VPS37A WAPL WASF1 WASHC3 WDR17 WDR47 WDTC1 XPO4 XRN2 ZBTB14 ZBTB20 ZBTB41 ZBTB44 ZC3H12C ZCCHC10 ZDBF2 ZDHHC21 ZEB1 ZFAND4 ZFHX3 ZFHX4 ZFPM2 ZFR ZFX ZFYVE28 ZMYND19 ZNF148 ZNF229 ZNF260 ZNF264 ZNF275 ZNF280C ZNF281 ZNF333 ZNF484 ZNF569 ZNF658 ZNF681 ZNF711 ZNF713 ZNF91 ZPLD1 ZYG11B MIR548B_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR548B_3P AARD ADAM10 AKAP9 ARL13A ARPC2 ATP2B4 ATP5MK ATXN1 BECN1 BRINP2 BRWD3 BTBD10 CACHD1 CACUL1 CADPS2 CAP1 CAPS2 CCDC169-SOHLH2 CDC27 CELA1 CHORDC1 CIP2A CPEB2 CPNE5 CSTF1 CSTF3 DCAF10 DIP2C DLEU7 DOCK1 EPN2 EPS8 EXO5 EYS FAT3 FBXO30 GABRG2 GEMIN5 GLUL HMBOX1 HMCES HNRNPA2B1 JTB KMT5B LAGE3 LIAS MAP3K2 MAP3K8 MAP4 MAPK1 MATR3 MORF4L2 MTA2 NAA20 NAMPT NAP1L1 NBEA NCKAP1 NEDD9 NPAS3 NUFIP2 OR2H1 PBDC1 PCDHB13 PDXK PFKFB2 PHF21A PIK3C2B POU4F2 PPP1R26 PTGS1 RNF44 ROBO1 RTKN2 SAMD4B SERINC4 SF3B2 SLC16A4 SLC22A15 SLC2A3 SLC39A10 SNX9 SOCS6 SQSTM1 SUN2 TAF4 TANC1 THAP10 TMEM117 TMLHE TRIM39 TUT4 U2SURP UBE2N UBLCP1 VXN WNK3 YWHAE ZDHHC17 ZDHHC21 ZNF225 ZNF426 ZNF570 ZRANB1 MIR548D_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR548D_3P ABCC2 ABHD13 ABI2 ACBD5 ACVR1C ADARB2 ADGRG2 ADISSP AEBP2 AFF2 AGL AGPAT1 AHSA2P AKAP10 AKT1 ALK ALKBH1 AMFR ANKRA2 ANKRD13C ANKRD28 ANKS1A ANO3 ANO5 APH1A API5 ARAP2 ARFGEF3 ARGLU1 ARHGAP29 ARID1A ARL6IP5 ARL6IP6 ARX ATF7IP ATL3 ATP13A3 ATP2A2 ATP2B2 ATP2B4 ATP6V0A2 ATXN7L3 AZIN1 AZIN2 B3GALT2 B3GNT5 B4GALT4 BACH2 BAG5 BARD1 BBS9 BCL2L10 BCL2L11 BCOR BMPR1A BOLL BPNT2 BPTF BRD3 BROX BTBD10 C18orf54 C2CD2 C5orf24 CA13 CABLES2 CACNA2D1 CADM2 CAMSAP2 CAMTA1 CARF CASC3 CCDC14 CCDC34 CCDC68 CCDC71L CCNC CCND2 CCNYL1 CCZ1 CCZ1B CD47 CD96 CDK14 CDK17 CDS2 CHUK CIPC CLP1 CMTM6 CNOT6L CNOT7 CNOT9 CNTLN COL1A1 COL4A1 COLGALT2 COPS2 COX15 CPD CPEB1 CPEB2 CPNE8 CPSF6 CREBBP CREBRF CRLS1 CRY1 CSNK1A1 CSNK1G3 CSNK2B CTXN2 CXCL12 CYRIB DAG1 DCBLD2 DCLK1 DCUN1D4 DDX5 DDX6 DIS3L2 DLG1 DMD DNAJA2 DNAJB1 DNAJB11 DNAJB12 DNAJB4 DNAL4 DND1 DNMT1 DNMT3B DOCK10 DOCK6 DOCK9 DPY30 DTNA DUS4L DYRK1A DYRK2 EDIL3 EFEMP1 EGLN1 EGR3 EIF1AX EIF4G2 ELAVL1 ELMOD2 ELOC EMP2 ENTPD7 EPC1 ERBIN EREG ERGIC2 ERI1 ERO1B ERP44 ETF1 ETNK1 FAM169A FAM76B FANCC FAT1 FBXW2 FHIP1A FIGNL1 FKBP1A FKBP5 FLI1 FMNL2 FOSL2 FOXN2 FSD1L FYTTD1 FZD3 FZD6 G2E3 GABBR2 GABPA GABRA4 GABRG1 GCFC2 GFPT1 GIGYF1 GMCL1 GNA11 GNAI3 GOLM2 GORAB GPATCH2 GPC6 GPD2 GPR63 GRIA2 GRIN3A GRPEL2 GSE1 GTF3C4 HDAC4 HDAC8 HDGFL2 HDX HECTD2 HELZ HIF3A HIPK2 HLCS HNRNPC HNRNPR HOOK3 HOXA5 HOXB7 HOXD13 HOXD8 HSPE1-MOB4 HSPH1 HUS1 HUWE1 HYCC2 ICAM5 ICE2 IDS IER3IP1 IGF2BP2 IKZF2 IL6 IL6R ING3 INO80D INPP4A INVS IPO8 IQGAP2 IRX2 ITPA ITPRIPL2 KCNJ2 KCTD12 KDM2A KDM7A KIAA0232 KIAA0408 KIN KIRREL1 KLF11 KLHL15 KMT2A KMT2C KPNA4 KRAS KRTAP2-4 L2HGDH LAMTOR1 LANCL3 LARP4 LEPROTL1 LETM2 LIN28B LIN7C LLGL2 LOXL1 LOXL2 LPGAT1 LRFN3 LRRC37B LRRC58 LRRC8C LRRTM4 LSM14A MAFB MAGOHB MAML3 MAP2K4 MAP3K3 MAP3K5 MAP3K7 MAPK1 MAPK6 MAPK8 MARCHF5 MARCKSL1 MARK1 MATR3 MBNL3 MBOAT2 MBTD1 MCL1 MCM9 MCU MDM4 MED1 MED13 MEF2C MEX3C MFAP3L MFSD13A MFSD14B MGARP MID1 MITF MLLT1 MLLT3 MMGT1 MOB1B MOB4 MOSMO MPZ MSI2 MTMR4 MTRF1L MXD1 MYBL1 MYC MYEF2 MYLK N4BP2L2 NAA50 NAALADL2 NABP1 NAMPT NAV2 NCL NDUFA4 NEK1 NOL7 NOTCH2 NPAS3 NRIP1 NTF3 NUFIP2 NUP98 ONECUT2 OSGEP OTUD7B OTX2 PAG1 PAN3 PANK1 PAPOLG PARP11 PCDH20 PDCD7 PDCL3 PDE1C PDE7A PDS5A PDSS2 PELI1 PELI2 PHC3 PI4K2B PID1 PIK3CA PIK3R1 PIK3R3 PIM1 PITPNB PITPNM2 PITPNM3 PLAGL2 PLGRKT PLPP2 PM20D2 PMS1 PNISR POLD3 POLR1A POU3F1 PPM1B PPP1R14B PPP1R2 PPP2R1A PRDM4 PRKAA2 PRKAR2B PRKCI PRMT1 PRMT3 PRR14L PSD3 PSIP1 PTBP2 PTBP3 PTPRK PTPRZ1 PUM2 PXDN QTRT2 RABEP1 RAF1 RAPH1 RASA2 RASD1 RASEF RB1 RB1CC1 RBBP4 RBL2 RBM20 RBM27 RBM46 RBMS3 RBPJ RC3H1 RCAN2 RCC1L RETREG1 RETSAT RGPD1 RICTOR RIF1 RMI1 RNF38 RNFT2 RNPC3 ROBO1 ROR1 RORA RP2 RPS6KA3 RPS6KA6 RRAS2 RSBN1 RSPRY1 RSRC1 RUNDC3B SAMD8 SAP130 SAR1B SASH1 SBK1 SCAI SCG2 SCN9A SCYL2 SDK1 SELENOI SEMA4B SEMA6D SEPTIN2 SERBP1 SETBP1 SETD3 SETD7 SFPQ SGCZ SGO2 SH3RF1 SHISAL1 SIAH2 SIDT2 SKI SKIL SLC10A4 SLC18B1 SLC25A16 SLC25A44 SLC2A13 SLC30A7 SLC35A3 SLC44A1 SLF2 SMC1A SMC1B SMG7 SMIM10L1 SMIM7 SMURF2 SNRK SNX12 SNX18 SOAT1 SOCS5 SOCS6 SOHLH2 SON SORCS1 SOS2 SOX6 SPATA31A1 SPATA31A3 SPATA31A5 SPATA31A6 SPATA31A7 SPATA6 SPIN1 SPRED1 SPTSSA SRP54 SSR1 STAC STARD4 STIM2 STK24 STOML2 STOX2 STRN3 STX16 STXBP4 SUPT3H SUZ12 SYNCRIP SYT16 SYT4 TAF7L TAF9 TANK TAOK1 TBCA TBL1XR1 TBX3 TCF7L2 TCP11L2 TDRP TET3 TFPI2 TGFBR1 TLL1 TLNRD1 TM2D3 TMC7 TMCC1 TMEM128 TMEM131 TMEM170B TMEM59 TMEM63B TMEM64 TMPO TMPRSS15 TNFSF11 TNRC6B TOX TOX3 TP53INP1 TRHDE TRIM28 TRMT9B TSC22D2 TSLP TSPAN3 TSPAN9 TTC14 TTC28 TUT4 TUT7 UBE2D1 UBE2H UBN2 UBR5 UGCG UHMK1 UHRF1 UNC5D USP16 USP24 USP38 USP42 USP49 UTRN VAV2 VCPIP1 VEZF1 VGLL3 VKORC1L1 VSTM2A WDR44 WNK3 WNT5A WWC3 WWP1 XIAP XPR1 YBX1 YBX3 YPEL5 YTHDF1 YTHDF3 YWHAZ ZBBX ZBTB21 ZBTB22 ZBTB34 ZBTB41 ZBTB43 ZBTB8A ZC3H12C ZCCHC14 ZDHHC21 ZFAND4 ZFAND5 ZFP30 ZMIZ1 ZMPSTE24 ZMYM3 ZNF148 ZNF207 ZNF248 ZNF28 ZNF468 ZNF529 ZNF547 ZNF566 ZNF583 ZNF614 ZNF648 ZNF704 ZNF800 ZNF830 ZNF875 MIR548E_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR548E_3P ABHD6 ACKR3 ACVR1C ACVR2B ACYP2 ADAM10 ADAM22 ADAMTS5 ADAMTSL3 ADGRB3 ADH5 ADIPOQ ADPRH ADSS2 ALKBH5 ALS2 AMPH ANGEL2 ANKRD11 ANKRD55 APELA ARHGAP21 ARHGAP6 ARID4A ARL6IP1 ARL8B ARPP19 ATF2 ATF7IP2 ATL1 ATP11C ATP2A2 ATRNL1 ATRX ATXN1 ATXN3 ATXN7 B3GAT1 B3GLCT B4GALT6 BBS5 BCOR BEX2 BMPR2 BOLL BRWD1 BRWD3 BTF3 C18orf25 C1orf131 C3orf70 C4orf51 CALB1 CALM1 CAMTA1 CAVIN4 CCAR1 CCDC186 CCL28 CCNYL1 CD47 CDC14A CDC42BPB CDCA4 CDK13 CDK6 CDYL CELSR1 CENPH CEP85L CFAP418 CFHR5 CHCHD7 CHST14 CLASP2 CNBP CNEP1R1 CNOT6L CNTN1 CNTN4 CNTNAP2 COMMD3-BMI1 COX15 CPD CPNE3 CPNE8 CREB5 CSDE1 CSK CSTF3 CTTNBP2 CUL3 CXCR4 CXXC4 DCC DDHD1 DDX3X DENND4C DGKH DIDO1 DKK3 DMD DNAJC27 DR1 DSC2 DSG2 DTD2 DYNC1LI2 EBF2 EDEM3 EGFL8 EHMT1 EIF1 EIF4E ELAVL1 ELK4 ENOPH1 ENPP2 ENTPD1 EPC1 ERBIN ESYT2 ETNK1 EVI5 EZR FAM149B1 FAM3C FAM76A FBXO22 FBXW7 FERMT2 FGG FLI1 FNIP2 FOXJ3 FOXO3 FTHL17 FTO FZD3 FZD4 G3BP2 GABPB1 GABRB1 GABRG1 GADD45A GALNT1 GCSAML GEMIN2 GEMIN5 GFRA1 GKAP1 GNAO1 GNB2 GNS GPAM GPC4 GPR137B GPR22 GPR63 GPR85 GRIA3 GTF2A1 GTF2IRD2 GTF2IRD2B GUCY1A1 HACD3 HACE1 HAPLN1 HECTD2 HERC1 HERC4 HLF HLTF HNRNPUL2 HS3ST3A1 HTR5A HYPK IFT81 IKBIP IKZF2 INHBB INO80D INTS15 IPMK IQCJ-SCHIP1 IREB2 ITGAV ITPRID2 JAKMIP2 JAKMIP3 KANSL1 KANSL1L KAZN KBTBD8 KCNC1 KDELR3 KIF2A KLF9 KLHL15 KLHL28 KMT2D LATS1 LEPROT LINC02801 LPP LRRTM3 LTBP1 LUC7L2 LYRM7 MACF1 MAFB MAP3K2 MAP4 MAP7 MCC MECP2 MED28 MED4 MEF2A MEX3C MEX3D MFAP3L MIER3 MINDY2 MMAB MMP2 MOB1B MPHOSPH9 MPZL2 MSI1 MSL2 MTF1 MTX3 MYEF2 MYO1B MYO5A N4BP2L1 NAV3 NDUFC2-KCTD14 NEK7 NEMF NEURL3 NEXMIF NF1 NFAT5 NHLRC2 NNT NR3C2 NRK NSD2 NTN4 NUAK1 NUDT12 ONECUT2 OPRM1 OSBPL8 OSM OTUD6B OTULINL OTX2 P3R3URF-PIK3R3 PABPC5 PAG1 PAIP1 PAK2 PAPOLA PARP16 PBX2 PCBP1 PCBP2 PCBP4 PCDH11X PCDH7 PCGF3 PCGF5 PCLO PCNA PDE10A PDE7B PDS5B PEX13 PGM2L1 PHC3 PHF20L1 PHF3 PHF6 PHIP PI4KB PIAS1 PIGN PIK3CB PIK3CG PIK3R1 PIK3R3 PIKFYVE PIP4K2A PLAGL1 PLCH1 PLEKHB2 PLPPR1 PMS1 PNPLA4 POU4F1 PPM1B PPM1D PPP3R1 PPP6R3 PRRC1 PSIP1 PTBP2 PTBP3 PTEN PTPN12 PURB QKI RAB22A RAB27B RAB31 RAD23A RAD51AP1 RAPGEF5 RAPH1 RBFOX1 REST RGS3 RNF14 RNF168 RNF19A RNF2 RNF207 RNF38 RNPS1 RPGRIP1L RPP30 RPS6KB1 RSBN1 RUFY2 SAMD8 SCAI SCML1 SDE2 SEC62 SERBP1 SERINC5 SERTAD2 SESN3 SGCZ SGIP1 SKIL SLC1A3 SLC25A24 SLC25A36 SLC26A4 SLC2A13 SLC44A5 SLC4A4 SLC6A11 SLCO4C1 SMAD4 SMNDC1 SNRPD1 SOCS6 SOWAHC SOX9 SP3 SPATA5 SPIN4 SPINK7 SPIRE1 SPOPL SPRED1 SRCIN1 SREK1 SRSF11 ST18 STAM2 STK39 STRBP STXBP5 SUB1 SULT1C4 SV2B SYNDIG1L TAB2 TAF9B TAOK1 TBL1XR1 TBP TCF20 TDG TEAD1 TENT4B TET1 TET2 TFRC TGFBR3 THUMPD1 TLNRD1 TM9SF2 TMED4 TMED7 TMEM169 TMEM236 TMEM245 TMEM33 TNPO1 TNRC18 TNRC6B TOP2A TOP2B TP53BP1 TP53INP1 TPBG TPR TRAPPC1 TRAPPC8 TRMT10A TRMT5 TRPM7 TRUB1 TSPAN16 TSPAN2 TSTD2 TTC39B TTPA TXNRD1 U2SURP UBE2G1 UBR2 UGGT1 UGT3A1 UQCC6 USP31 USP33 USP38 USP48 UTP23 VASP VEZT VMA21 VPS13C VPS37A WAPL WASF1 WASHC3 WDR17 WDR47 WDTC1 XPO4 XRN2 ZBTB14 ZBTB20 ZBTB41 ZBTB44 ZC3H12C ZCCHC10 ZDBF2 ZDHHC21 ZEB1 ZFAND4 ZFHX3 ZFHX4 ZFPM2 ZFR ZFX ZFYVE28 ZMYND19 ZNF148 ZNF229 ZNF260 ZNF264 ZNF275 ZNF280C ZNF281 ZNF333 ZNF484 ZNF569 ZNF658 ZNF681 ZNF711 ZNF713 ZNF91 ZPLD1 ZYG11B ZZZ3 MIR548E_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR548E_5P AAK1 ABCA5 ABHD13 ABL2 ABLIM1 ACBD5 ADAM10 ADAM12 ADAMTS5 ADAR ADARB1 ADCY9 ADI1 ADIPOR1 AFF4 AFTPH AGO4 AHR AK4 AK9 ALG10B AMOT ANKRD13A ANKRD28 ANTXR1 ANTXR2 ANXA2R AP3M1 APBB2 ARAF ARF6 ARHGAP26 ARHGAP29 ARHGAP42 ARHGAP5 ARHGAP6 ARHGEF9 ARL6IP1 ARMT1 ARPP19 ASAP1 ASZ1 ATE1 ATF2 ATF7IP ATP1B3 ATP2A2 ATP2B1 ATP4B ATXN1 ATXN3 ATXN7 AVPR1A B3GLCT B4GALT6 BACH2 BAG4 BAHD1 BAMBI BAZ2A BBX BCLAF3 BDNF BHLHE22 BICRAL BIRC6 BLCAP BLTP1 BLTP3B BMAL1 BMP3 BNC2 BOD1L2 BOLL BPNT1 BPNT2 BRI3 BRIP1 BRWD3 BTBD3 BTF3 C18orf25 C18orf63 C5orf15 C5orf46 C6orf47 C8orf88 CACNA2D1 CACUL1 CADM2 CADPS CALCRL CALM2 CARF CARNMT1 CASP2 CASP8 CASP8AP2 CAVIN1 CBFB CCDC126 CCDC18 CCDC28A CCDC47 CCDC71L CCDC82 CCDC85C CCSAP CD36 CDCA7 CDH11 CDH2 CDK12 CDK13 CDK19 CDK5R1 CDKN2AIP CELF2 CELF4 CENPBD1P CEP57 CEP57L1 CEP97 CERS3 CHD7 CHIC1 CHRNA7 CHUK CIAO2B CLASP2 CLK2 CLOCK CLRN1 CNOT6 CNOT6L COL19A1 COL22A1 COL3A1 CORO2A CPEB2 CPXCR1 CREB1 CREB5 CREBRF CSMD3 CSNK1G3 CSNK2A1 CSTF2 CTBS CTCF CTCFL CTNNA1 CTNND1 CTTN CTTNBP2NL CXCL16 CYP2U1 CYRIB DCAF12 DCBLD2 DCLK1 DCP2 DCUN1D1 DCX DEK DGKE DIAPH1 DIAPH3 DIP2A DIXDC1 DMXL1 DNAJC10 DNAJC11 DOCK4 DOCK9 DOK6 DPP4 DPP8 DPY19L3 DTNA DYRK1A E2F6 EEA1 EED EEPD1 EFNB1 EGFR EHHADH EIF2S2 EIF3A EIF4E3 EIF5A2 ELAVL1 EMC1 EMILIN3 ERO1B ESR1 ESRRG ETS1 EXOC5 FAAH2 FAF2 FAM199X FAM76B FAT4 FBXL3 FBXO42 FCHO2 FGD4 FGF7 FLII FLRT2 FLYWCH2 FMR1 FNDC3A FNTA FOXJ3 FOXP1 FRAS1 FREM2 FRMD6 FRY FRYL FSBP FSD2 FZD3 G0S2 G6PC2 GABRA1 GABRG3 GADL1 GALM GALNT16 GCA GK5 GLCCI1 GLS GMFB GNB4 GOLGA2 GOLGA3 GOLM2 GOLPH3 GOSR1 GPATCH2 GPATCH2L GPC6 GPM6B GPR63 GPRC5B GSE1 GSPT1 GTF2A1 GUCY1A2 GZF1 H2AJ HABP4 HAUS2 HCAR1 HCFC2 HCN4 HDAC9 HEPHL1 HERC3 HERPUD1 HIPK1 HIPK3 HIVEP1 HMGXB4 HNF4G HNRNPC HNRNPM HNRNPR HOXC8 ICA1L IER5 IGF1R IGSF3 ILF3 ILRUN INPP5F IPO11 IPPK IRF2BP2 ISOC1 ITCH JAM3 JMY JOSD1 KALRN KANSL2 KATNAL1 KATNBL1 KCNB1 KCNH7 KCNV1 KCTD9 KDM5A KDM6A KDM7A KIAA1671 KIF17 KLF9 KLHL2 KLHL20 KLHL28 KLHL7 KMT2E KMT5A KPNA1 KPNA6 KRCC1 KRT5 KRT8 KRTAP19-3 LACTB LANCL1 LARGE1 LARP4 LATS2 LCA5 LCOR LDLRAD3 LEF1 LEMD3 LEPR LGR5 LHFPL2 LIFR LIN7C LMO3 LNPK LOX LPGAT1 LRCH1 LRCH2 LRRTM4 LSM11 LUC7L2 LYAR MACROH2A2 MAFK MAGEB3 MAGT1 MAMDC2 MAP1B MAP2K1 MAP3K2 MAP3K20 MAP7D2 MAPK1IP1L MARVELD1 MAST4 MAU2 MBD5 MBLAC2 MCF2L MCM6 MDM1 MDM4 MECP2 MED13 MEX3A MFAP3L MIB1 MICAL3 MINK1 MME MNDA MOB1B MPPED2 MSI2 MTF2 MXD1 MYLK MYT1L N4BP2 N4BP2L1 NAA25 NAA50 NAP1L5 NAPB NAV1 NCBP3 NCOA1 NCOA3 NDFIP1 NDN NEBL NEGR1 NETO1 NF1 NFATC1 NFATC3 NFIA NIPSNAP3B NLGN4X NME1 NME7 NOL4 NOM1 NPFFR2 NPTN NPTX1 NPY1R NR1D2 NR2C2 NR3C1 NSD1 NSMCE2 NSUN2 NUCKS1 NUFIP2 NUP37 NXPE3 NYAP2 ONECUT2 ORC5 ORMDL3 OSBPL8 PABIR2 PACS2 PAPOLG PAPPA PARP11 PAX3 PAX5 PCDH10 PCDH11X PCDH17 PCDH19 PCDHB7 PCM1 PCNX1 PCSK1 PCYOX1L PDE10A PDE1A PDE3B PDZD2 PEDS1-UBE2V1 PEG10 PER2 PEX7 PGK2 PHF14 PHF19 PHF6 PHIP PID1 PIGA PIGW PIK3C2A PIP4K2A PLAA PLAGL2 PLD5 PLEKHA8 PLPP3 PLSCR5 PMP22 POLA1 POLR1B POLR1F PPARGC1B PPFIA1 PPFIA2 PPM1E PPM1L PPP1R1C PPP1R9A PPP2R5A PPP2R5E PREX2 PRKAA1 PRKAA2 PRKAB2 PRKACB PRKAR1A PRKG2 PRLR PRPF40A PRPF4B PRR32 PRSS12 PSIP1 PTBP2 PTPA PTPN3 PTPRG PTPRT PUM2 PURA PXN PYURF QKI QSER1 RAB11FIP2 RAB12 RAB18 RAB21 RAB23 RAB3GAP2 RAB4A RAB6A RAB6C RAB6D RAB9B RAD54B RALBP1 RAMAC RAP2C RAPGEF6 RB1 RBL2 RBM47 RBMS3 RBPJ RBPMS RC3H1 RC3H2 RCAN1 RD3L RDX REPS2 RETREG1 REXO2 RFTN2 RFX3 RGCC RIC1 RIMBP2 RIMKLB RIMS1 RING1 RLIM RMND5A RNF138 RNF169 RNF217 RNF38 RNGTT RNPS1 RORA RPAIN RPGRIP1L RPL13A RRAGC RRAGD RRM2B RSBN1 RSKR RTRAF RUNX1T1 SAMD4A SAMD5 SAMD8 SAMD9L SAR1A SCLT1 SCNN1G SDC1 SEC61A1 SENP7 SEPTIN11 SERINC1 SESN1 SETD2 SETD7 SFT2D1 SFXN1 SGCZ SGMS1 SH3BGRL SIAE SIPA1L2 SIX2 SIX4 SKA3 SKP2 SLBP SLC12A2 SLC13A1 SLC16A1 SLC25A15 SLC2A13 SLC35B4 SLC36A4 SLC38A2 SLC4A7 SLC6A6 SLITRK2 SLITRK4 SMAD5 SMPD3 SNTB2 SNX13 SNX18 SOCS5 SORCS1 SOWAHA SP1 SPAG9 SPCS2 SPIC SPIN3 SPINK5 SPPL2A SPRR3 SPTLC2 SRGAP2B SRSF1 SRSF11 SRSF3 ST6GAL2 STARD9 STEAP2 STK26 STK40 STON1 STRADB STRN STX6 STXBP5L SULT1B1 SUN1 SV2C SYNJ1 SYT10 SYT4 SYTL4 TAF1 TAF12 TAFAZZIN TAOK1 TBL1XR1 TBPL1 TDRD10 TENM1 TENT2 TENT4B TES TET2 TET3 TFPI THOC7 THSD7B TIAL1 TIGAR TLCD4 TLK2 TLR8 TMA16 TMEM101 TMEM106B TMEM131 TMEM161B TMEM182 TMEM248 TMEM26 TMEM30A TMEM65 TMEM87A TMTC1 TMTC2 TNKS2 TNRC6B TOR1AIP2 TOX3 TRA2A TRAF6 TRIP11 TRPC1 TSC1 TSPYL5 TTC28 TUB TXLNG TXNDC16 TXNL1 UBE2E3 UBE2G1 UBE2H UBE2V1 UBE2W UBE3C UBLCP1 UBN2 UBQLN1 UBR7 UFSP2 UGCG UGGT1 UHRF2 USP25 USP30 USP31 VASN VCL VGLL3 VIM VPS13C VSTM2A WAPL WDR33 WDR75 XKR6 YAP1 ZBED2 ZBTB18 ZBTB20 ZC3H11A ZCCHC3 ZDHHC2 ZDHHC21 ZFP91 ZFTA ZHX1 ZHX2 ZHX3 ZKSCAN4 ZMAT3 ZMYND8 ZNF107 ZNF117 ZNF138 ZNF148 ZNF200 ZNF280D ZNF281 ZNF407 ZNF423 ZNF436 ZNF518B ZNF618 ZNF718 ZNF737 ZNF780A ZNF813 ZNF99 ZNRF3 ZRANB2 ZSCAN2 ZSWIM6 ZW10 MIR548F_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR548F_3P ABHD6 ACKR3 ACVR1C ACVR2B ACYP2 ADAM10 ADAM22 ADAMTS5 ADAMTSL3 ADGRB3 ADH5 ADIPOQ ADPRH ADSS2 ALKBH5 ALS2 AMPH ANGEL2 ANKRD11 ANKRD55 APELA ARHGAP21 ARHGAP6 ARID4A ARL6IP1 ARL8B ARPP19 ATF2 ATF7IP2 ATL1 ATP11C ATP2A2 ATRNL1 ATRX ATXN1 ATXN3 ATXN7 B3GAT1 B3GLCT B4GALT6 BBS5 BCOR BEX2 BMPR2 BOLL BRWD1 BRWD3 BTF3 C18orf25 C1orf131 C3orf70 C4orf51 CALB1 CALM1 CAMTA1 CAVIN4 CCAR1 CCDC186 CCL28 CCNYL1 CD47 CDC14A CDC42BPB CDCA4 CDK13 CDK6 CDYL CELSR1 CENPH CEP85L CFAP418 CFHR5 CHCHD7 CHST14 CLASP2 CNBP CNEP1R1 CNOT6L CNTN1 CNTN4 CNTNAP2 COMMD3-BMI1 COX15 CPNE3 CPNE8 CREB5 CSDE1 CSK CSTF3 CTTNBP2 CUL3 CXCR4 CXXC4 DCC DDHD1 DDX3X DENND4C DGKH DIDO1 DKK3 DMD DNAJC27 DR1 DSC2 DSG2 DTD2 DYNC1LI2 EBF2 EDEM3 EGFL8 EHMT1 EIF1 EIF4E ELAVL1 ELK4 ENOPH1 ENPP2 ENTPD1 EPC1 ERBIN ESYT2 ETNK1 EVI5 EZR FAM149B1 FAM3C FAM76A FBXO22 FBXW7 FERMT2 FGG FLI1 FNIP2 FOXJ3 FOXO3 FTHL17 FTO FZD3 FZD4 G3BP2 GABPB1 GABRB1 GABRG1 GADD45A GALNT1 GCSAML GEMIN2 GEMIN5 GFRA1 GKAP1 GNAO1 GNB2 GNS GPAM GPC4 GPR137B GPR22 GPR63 GPR85 GRIA3 GTF2A1 GTF2IRD2 GTF2IRD2B GUCY1A1 HACD3 HACE1 HAPLN1 HECTD2 HERC1 HERC4 HLF HLTF HNRNPUL2 HS3ST3A1 HTR5A HYPK IFT81 IKBIP IKZF2 INHBB INO80D INTS15 IPMK IQCJ-SCHIP1 IREB2 ITGAV ITPRID2 JAKMIP2 JAKMIP3 KANSL1 KANSL1L KAZN KBTBD8 KCNC1 KDELR3 KIF2A KLF9 KLHL15 KLHL28 KMT2D LATS1 LEPROT LINC02801 LPP LRRTM3 LTBP1 LUC7L2 LYRM7 MACF1 MAFB MAP3K2 MAP4 MAP7 MCC MECP2 MED28 MED4 MEF2A MEX3C MEX3D MFAP3L MIER3 MINDY2 MMAB MMP2 MOB1B MPHOSPH9 MPZL2 MSI1 MSL2 MTF1 MTPAP MTX3 MYEF2 MYO1B MYO5A N4BP2L1 NAV3 NDUFC2-KCTD14 NEK7 NEMF NEURL3 NEXMIF NF1 NFAT5 NHLRC2 NNT NR3C2 NRK NSD2 NTN4 NUAK1 NUDT12 ONECUT2 OPRM1 OSBPL8 OSM OTUD6B OTULINL OTX2 P3R3URF-PIK3R3 PABPC5 PAG1 PAIP1 PAK2 PAPOLA PARP16 PBX2 PCBP1 PCBP2 PCBP4 PCDH11X PCDH7 PCGF3 PCGF5 PCLO PCNA PDE10A PDE7B PDS5B PEX13 PGM2L1 PHC3 PHF20L1 PHF3 PHF6 PHIP PI4KB PIAS1 PIGN PIK3CB PIK3CG PIK3R1 PIK3R3 PIKFYVE PIP4K2A PLAGL1 PLCH1 PLEKHB2 PLPPR1 PMS1 PNPLA4 POU4F1 PPM1B PPM1D PPP3R1 PPP6R3 PRRC1 PSIP1 PTBP2 PTBP3 PTEN PTPN12 PURB QKI RAB22A RAB27B RAB31 RAD23A RAD51AP1 RAPGEF5 RAPH1 RBFOX1 REST RGS3 RNF14 RNF168 RNF19A RNF2 RNF207 RNF38 RNPS1 RPGRIP1L RPP30 RPS6KB1 RSBN1 RUFY2 SAMD8 SCAI SCML1 SDE2 SEC62 SELENOF SERBP1 SERINC5 SERTAD2 SESN3 SGCZ SGIP1 SINHCAF SKIL SLC1A3 SLC25A24 SLC25A36 SLC26A4 SLC2A13 SLC44A5 SLC4A4 SLC6A11 SLCO4C1 SMAD4 SMAD5 SMNDC1 SNRPD1 SOCS6 SOWAHC SOX9 SP3 SPATA5 SPIN4 SPINK7 SPIRE1 SPOPL SPRED1 SRCIN1 SREK1 SRSF11 ST18 STAM2 STK39 STRBP STXBP5 SUB1 SULT1C4 SV2B SYNDIG1L TAB2 TAF9B TAOK1 TBL1XR1 TBP TCF20 TDG TEAD1 TENT4B TET1 TET2 TFRC TGFBR3 THUMPD1 TLNRD1 TM9SF2 TMED4 TMED5 TMED7 TMEM169 TMEM236 TMEM245 TMEM33 TNPO1 TNRC18 TNRC6B TOP2A TOP2B TP53BP1 TP53INP1 TPBG TPR TRAPPC1 TRAPPC8 TRMT10A TRMT5 TRPM7 TRUB1 TSPAN16 TSPAN2 TSTD2 TTC39B TTPA TXNRD1 U2SURP UBE2G1 UBR2 UGGT1 UGT3A1 UQCC6 USP31 USP33 USP38 USP48 UTP23 VASP VEZT VMA21 VPS13C VPS37A WAPL WASF1 WASHC3 WDR17 WDR47 WDTC1 XPO4 XRN2 ZBTB14 ZBTB20 ZBTB41 ZBTB44 ZC3H12C ZCCHC10 ZDBF2 ZDHHC21 ZEB1 ZFAND4 ZFHX3 ZFHX4 ZFPM2 ZFR ZFX ZFYVE28 ZMYND19 ZNF148 ZNF229 ZNF260 ZNF264 ZNF275 ZNF280C ZNF281 ZNF333 ZNF484 ZNF569 ZNF658 ZNF681 ZNF711 ZNF713 ZNF91 ZPLD1 ZYG11B MIR548F_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR548F_5P ABCB10 ABHD17B ABI1 ABLIM1 ACADL ACSL6 ACVR2A ACYP2 ADAMTS15 ADGRA2 ADNP AEBP2 AFTPH AGPAT5 ALPI AMMECR1 ANKRD44 ANKRD46 ANO4 API5 ARHGEF7 ARL6IP1 ARMC1 ARPC3 ARPP19 AS3MT ASB5 ATAD2B ATG14 ATP11A ATP11B ATP2A2 ATP6V1B2 ATRN B3GNT2 BBOX1 BMP3 BMPR2 BNC2 BNIP2 BPTF BRWD3 BTBD7 C11orf96 C14orf132 C15orf61 C1QTNF2 C2orf42 CABLES2 CACNA1C CACUL1 CALHM4 CAMK2B CAMK2G CAMSAP1 CAND1 CASP10 CBFB CBR4 CBX6 CCAR1 CCAR2 CCNL1 CCR2 CD47 CDC20B CDC27 CDC42BPA CDK19 CERT1 CFL2 CGGBP1 CHFR CHMP2B CLINT1 CLIP1 CLIP4 CLOCK CNKSR2 CNOT4 CNTFR CNTN1 CNTNAP3B CPEB3 CPNE4 CPS1 CPSF6 CREB1 CREBRF CSMD1 CTDSPL2 CTNNB1 CYLD DAPK1 DCUN1D4 DDHD2 DDX39B DENND4C DIAPH1 DICER1 DLG2 DNA2 DNAJC16 DOCK8-AS1 DOCK9 DPP10 DPY30 DSG1 ECT2 EGR4 EIF2D EIF4B ELAVL1 ELAVL4 ELOC ELOVL5 ELOVL6 ENTHD1 EPB41L4A EPC2 EPS15 ERF ESR1 EZH2 F3 FAM117A FAM168B FAM217A FAM43A FAM76B FAR1 FBXO8 FBXO9 FGD6 FLNC FNDC3B FOXJ2 FOXN3 FRA10AC1 FRZB FSTL1 FZD3 FZD6 GABRA4 GABRA5 GABRB2 GALNT16 GALNT2 GALNT4 GCC2 GDAP2 GID4 GIT2 GLIS3 GLS GNAI3 GNPNAT1 GPATCH2L GPBP1L1 GPC3 GPM6A GPR85 GRM7 GSPT1 GTF2A1 GUCD1 HCFC2 HECW2 HIPK3 HMGA2 HNRNPR HOXA1 HOXA9 HOXC10 HSBP1 IDS IGF2BP2 IGFBP3 IL33 INO80D INPP5J INSIG1 IPMK ITM2C IVNS1ABP JAKMIP1 JCAD KBTBD11 KBTBD8 KCNE3 KCNJ13 KCNJ3 KCNJ4 KCTD8 KDM2B KDM7A KIAA0586 KLF10 KLF7 KLHL15 KLHL8 KMT2E KPNA6 KRT24 KRTAP2-4 L3MBTL3 LCLAT1 LCOR LINC02693 LNPEP LONRF1 LONRF3 LRP2 LRP6 LRP8 LRRC8B LRRFIP1 LSM12 LYPLA1 MAEA MAFG MAMDC2 MAN1A1 MAP2 MAP2K3 MAP3K20 MAPK8 MAPKAPK2 MAPRE2 MAT2B MATN3 MBL2 MDM4 MEAK7 MED12L MED13L MEF2A MEF2C MEGF10 MEOX2 MFHAS1 MGAT2 MID1 MIER1 MIP MKX MMGT1 MMP16 MPRIP MSL2 MSRB3 MTF1 MTTP MYBL1 MYL12A NADK NANP NAV2 NCOA4 NDFIP2 NEDD1 NEDD4L NEUROD2 NGLY1 NHEJ1 NKX3-1 NLGN4Y NPTN NR2C2 NRXN1 NUP107 NUP58 OLFM3 ORMDL3 PAK5 PAK6-AS1 PALD1 PAX9 PCCB PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 PCGF5 PCSK5 PDCD10 PDE5A PDS5A PDZRN3 PEX5L PFDN4 PGM3 PHLDB2 PIGK PIK3CA PIK3R3 PIP5K1B PLAC8 PLCB1 PLEKHA1 PLXNA4 POC1B-GALNT4 POU3F4 PPM1B PPP1R15B PPP1R3B PPP1R3D PPP2R5E PPP3R1 PPTC7 PRDM16 PRKAA1 PRKAR2B PRMT8 PROX1 PRPF39 PRSS23 PSAP PSD3 PTPRR PUM1 PWWP3B RAB21 RAB23 RAB9B RARG RASGRP4 RBAK RBM11 RBM27 RBMS1 RBMS2 RC3H1 RFX7 RGL1 RGS4 RHAG RHOBTB3 RICTOR RIMS2 RNF19A ROBO1 RPL26L1 RSPO3 RUNX1T1 S1PR1 SACS SALL1 SAP30L SCAF11 SCN3A SDC1 SDC2 SECISBP2L SEH1L SELENOT SEMA4C SENP1 SENP2 SEPTIN11 SERBP1 SETDB2 SF3B3 SFRP2 SGCB SGPP1 SH3KBP1 SHANK1 SIM2 SLC12A8 SLC16A7 SLC2A13 SLC30A4 SLC30A5 SLC38A1 SLC4A7 SLC6A6 SLITRK5 SMAD4 SMCR8 SMU1 SMURF2 SNIP1 SNX27 SOCS6 SORBS1 SORCS1 SOX11 SOX6 SPART SPATA6L SPON1 SPRED1 SPTLC2 SPTSSB SPTY2D1 SRBD1 SRSF12 ST3GAL2 ST8SIA3 STRN STXBP5 STXBP6 SULT1E1 SUPT7L SYNM SYT11 TAOK1 TAOK3 TCF4 TDRP TENM1 TENT2 TENT4B TGFBR1 TGFBR2 TGIF2 TGM3 THOC3 THSD7A TLCD4-RWDD3 TMCC3 TMEM14B TMEM250 TMEM255A TMEM98 TMEM9B TMTC1 TNFRSF19 TNPO1 TP63 TPGS2 TRA2B TRAPPC10 TRIM33 TRIM67 TRIO TSC1 TSHZ3 TXNL1 UBA3 UCP3 UHRF2 UNC5C USF3 USP19 USP25 USP33 USP4 UTS2 UVSSA VKORC1L1 VPS35 WBP4 WDR44 WDR45B WNK3 XYLT1 YAP1 YES1 YTHDF3 ZBTB18 ZBTB41 ZC3H4 ZC3H7A ZC3HAV1L ZEB2 ZMAT3 ZNF217 ZNF367 ZNF516 ZNF598 ZNF708 ZNF92 MIR548G_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR548G_3P ACTC1 ACTR10 ADAM22 ALG2 ANKDD1A ANKIB1 ANKRD12 ARHGAP21 ARHGAP28 ARHGAP32 ARID2 ARL4C ASAP1 ATAD5 ATF1 B3GAT1 B3GLCT BCL11A BMP3 BNIP3L BRWD1 BRWD3 C17orf80 C1orf141 C5orf24 CALB1 CAPRIN1 CCAR1 CD1E CDC14A CDC42BPA CDYL CEP85L CNN3 CNTLN CNTN4 COTL1 CPNE3 CPNE8 CPSF6 CRABP2 CUL3 CUL5 CXCR4 DCC DCK DDX46 DMTF1 DNAJC27 DNMT3A DPPA3 DSC3 DTNA DUSP9 EDNRB EEA1 EFNA5 ELMOD2 ERCC6L2 ERMP1 ETV1 ETV5 FABP7 FAM221A FBXL3 FBXO11 FBXW11 FBXW8 FERMT2 FGD1 FNDC3A FOXJ3 GABPB2 GALNT7 GCC2 GFM1 GJC1 GMFB GPAM GPATCH1 GPC4 GRM7 GSDME GTF2A1 HERC4 HNRNPH1 INO80D JMJD1C JPH1 KANSL1 KBTBD8 KIF3A KIF5B KLHL15 KMT2D KNTC1 KRCC1 LATS1 LMBRD2 LRRC19 LRRC4C LZTFL1 MACO1 MAN1C1 MAPK8 MBP MED13 MFSD1 MIA2 MICU3 MIER3 MON2 MSL2 MTFR1 MTMR4 MTPN NAB1 NAT1 NFAT5 NR2C1 NRBF2 NTN4 NUTF2 ONECUT2 P3R3URF-PIK3R3 PALM2AKAP2 PAPPA PARP16 PCBP4 PCDH19 PCDH7 PDE5A PHIP PICALM PIK3R1 PIK3R3 PLS1 PLSCR5 POGZ PPFIA2 PPM1D PPP3CA PPTC7 PROM1 PTPN2 QKI RAB14 RAB9B RAD17 RBM7 RBMS3 RELL1 RETREG1 RGS5 RIMKLB RLIM RNF111 RNF13 RNF14 RNF2 RNF212B ROBO2 RORA RTKN2 SAR1B SCML2 SDR16C5 SELENOT SERINC3 SETBP1 SFTPA2 SKIL SLAIN2 SLC35F3 SLITRK6 SMG1 SNAI1 SOCS5 SOCS6 SON SOX15 SPEN SPIDR SRSF1 SS18 STK4 STRN SVIL SZRD1 TAF5 TAPT1 TASOR TBC1D12 TDRD6 THUMPD1 TMC1 TMEM170B TNFSF13B TNPO1 TNRC18 TOP2B TPBG TRAM2 TRUB1 TSC22D2 TUBB1 UBA6 UGGT1 UNC5C UNC80 USP42 USP48 VAMP7 VEPH1 VKORC1L1 WAPL WDR26 WDR47 WTAP YPEL2 ZBTB18 ZBTB5 ZFC3H1 ZFHX4 ZFP36L1 ZFX ZMYND19 ZNF124 ZNF273 ZNF281 ZNF292 ZNF473 ZNF492 ZNF516 ZNF598 ZNF627 ZNF713 ZZZ3 MIR548H_3P_MIR548Z https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR548H_3P_MIR548Z ABCC2 ABHD13 ABI2 ACBD5 ACVR1C ADARB2 ADGRG2 ADISSP AEBP2 AFF2 AGL AGPAT1 AHSA2P AKAP10 AKT1 ALK ALKBH1 AMFR ANKRA2 ANKRD13C ANKRD28 ANKS1A ANO3 ANO5 APH1A API5 ARAP2 ARFGEF3 ARGLU1 ARHGAP29 ARID1A ARID4A ARL6IP5 ARL6IP6 ARX ATF7IP ATL3 ATP13A3 ATP2A2 ATP2B2 ATP2B4 ATP6V0A2 ATXN7L3 AZIN1 AZIN2 B3GALT2 B3GNT5 B4GALT4 BACH2 BAG5 BARD1 BBS9 BCL2L10 BCL2L11 BCOR BMPR1A BOLL BPNT2 BPTF BRD3 BROX BTBD10 C18orf54 C2CD2 C5orf24 CA13 CABLES2 CACNA2D1 CADM2 CAMSAP2 CAMTA1 CARF CASC3 CCDC14 CCDC34 CCDC68 CCDC71L CCNC CCND2 CCNYL1 CCZ1 CCZ1B CD47 CD96 CDK14 CDK17 CDS2 CHUK CIPC CLP1 CMTM6 CNOT6L CNOT7 CNOT9 CNTLN COL1A1 COL4A1 COLGALT2 COPS2 COX15 CPEB1 CPEB2 CPEB4 CPNE8 CPSF6 CREBBP CREBRF CRLS1 CRY1 CSNK1A1 CSNK1G3 CSNK2B CTXN2 CXCL12 CYRIB DAG1 DCBLD2 DCLK1 DCUN1D4 DDX5 DDX6 DIS3L2 DLG1 DMD DNAJA2 DNAJB1 DNAJB11 DNAJB12 DNAJB4 DNAL4 DND1 DNMT1 DNMT3B DOCK10 DOCK6 DOCK9 DPY30 DTNA DUS4L DYRK1A DYRK2 EFEMP1 EGLN1 EGR3 EIF1AX EIF4G2 ELAVL1 ELMOD2 ELOC EMP2 ENTPD7 EPC1 ERBIN EREG ERGIC2 ERI1 ERO1B ERP44 ETF1 ETNK1 FAM169A FAM76B FANCC FAT1 FBXW2 FHIP1A FIGNL1 FKBP1A FKBP5 FLI1 FMNL2 FOSL2 FOXN2 FSBP FSD1L FYTTD1 FZD3 FZD6 G2E3 GABBR2 GABPA GABRA4 GABRG1 GCFC2 GFPT1 GIGYF1 GMCL1 GNA11 GNAI3 GOLM2 GORAB GPATCH2 GPC6 GPD2 GPR63 GRIA2 GRIN3A GRPEL2 GSE1 GTF2A1 GTF3C4 HDAC4 HDAC8 HDGFL2 HDX HECTD2 HELZ HIF3A HIPK2 HMGCS1 HNRNPC HNRNPR HOOK3 HOXA5 HOXB7 HOXD13 HOXD8 HSPE1-MOB4 HSPH1 HUS1 HUWE1 HYCC2 ICAM5 ICE2 IDS IER3IP1 IGF2BP2 IKZF2 IL6 IL6R ING3 INO80D INPP4A INVS IPO8 IQGAP2 IRX2 ITPA ITPRIPL2 KCNJ2 KCTD12 KDM2A KDM7A KIAA0232 KIAA0408 KIN KIRREL1 KLF11 KLHL15 KMT2C KPNA4 KRAS KRTAP2-4 L2HGDH LAMTOR1 LANCL3 LARP4 LEPROTL1 LETM2 LIN28B LIN7C LLGL2 LOXL1 LOXL2 LPGAT1 LRFN3 LRRC37B LRRC58 LRRC8C LRRTM4 LSM14A MAFB MAGOHB MAML3 MAP2K4 MAP3K3 MAP3K5 MAP3K7 MAPK1 MAPK6 MAPK8 MARCHF5 MARCKSL1 MARK1 MATR3 MBNL3 MBOAT2 MBTD1 MCL1 MCM9 MCU MDM4 MED1 MED13 MEF2C MEX3C MFAP3L MFSD13A MFSD14B MGARP MID1 MITF MLLT1 MLLT3 MMGT1 MOB1B MOB4 MOSMO MPZ MSI2 MTMR4 MTRF1L MXD1 MYBL1 MYC MYEF2 MYLK NAA35 NAA50 NAALADL2 NAMPT NAV2 NCL NDUFA4 NEK1 NOL10 NOL7 NOTCH2 NPAS3 NRIP1 NTF3 NUFIP2 NUP98 ONECUT2 OSGEP OTUD7B OTX2 PAN3 PANK1 PAPOLG PARP11 PCDH20 PDCD7 PDCL3 PDE1C PDE7A PDS5A PDSS2 PELI1 PELI2 PHC3 PI4K2B PID1 PIK3CA PIK3R1 PIK3R3 PIM1 PITPNB PITPNM2 PITPNM3 PLAGL2 PLGRKT PLPP2 PM20D2 PMS1 POLD3 POLR1A POU3F1 PPM1B PPP1R14B PPP1R2 PPP2R1A PRDM4 PRKAA2 PRKAR2B PRKCI PRMT1 PRMT3 PRR14L PSD3 PSIP1 PTBP2 PTBP3 PTPRK PTPRZ1 PUM2 PXDN QTRT2 RABEP1 RAF1 RAPH1 RASA2 RASD1 RASEF RB1 RB1CC1 RBBP4 RBL2 RBM20 RBM27 RBM46 RBMS3 RBPJ RC3H1 RCAN2 RCC1L RETREG1 RETSAT RGPD1 RICTOR RIF1 RIT2 RMI1 RNF38 RNFT2 RNPC3 ROBO1 ROR1 RORA RP2 RPS6KA3 RPS6KA6 RSBN1 RSPRY1 RSRC1 RUNDC3B SAMD8 SAP130 SAR1B SASH1 SBK1 SCAI SCG2 SCN9A SCUBE2 SCYL2 SDK1 SELENOI SEMA4B SEMA6D SEPTIN2 SERBP1 SETBP1 SETD3 SETD7 SFPQ SGCZ SGO2 SH3RF1 SHISAL1 SIAH2 SIDT2 SKI SKIL SLC10A4 SLC18B1 SLC25A16 SLC25A44 SLC2A13 SLC30A7 SLC35A3 SLC44A1 SLF2 SMC1A SMC1B SMG7 SMIM10L1 SMIM7 SMURF2 SNRK SNX12 SNX18 SOAT1 SOCS5 SOCS6 SOHLH2 SON SORCS1 SOS2 SOX6 SPATA31A1 SPATA31A3 SPATA31A5 SPATA31A6 SPATA31A7 SPATA6 SPIN1 SPRED1 SPTSSA SRP54 SSR1 STAC STARD4 STIM2 STK24 STOML2 STOX2 STRN3 STX16 STXBP4 SUPT3H SUZ12 SYNCRIP SYT16 SYT4 TAF7L TAF9 TANK TAOK1 TBCA TBL1XR1 TBX3 TCF7L2 TCP11L2 TDRP TET3 TFPI2 TGFBR1 TLL1 TLNRD1 TM2D3 TMC7 TMCC1 TMEM128 TMEM131 TMEM170B TMEM59 TMEM63B TMEM64 TMPO TMPRSS15 TNFSF11 TNRC6B TOX TOX3 TP53INP1 TRHDE TRIM28 TRMT9B TSC22D2 TSLP TSPAN3 TSPAN9 TTC14 TTC28 TUT4 TUT7 UBE2D1 UBE2H UBN2 UBR5 UGCG UHMK1 UHRF1 UNC5D USP16 USP24 USP38 USP42 USP49 UTRN VAV2 VCPIP1 VEZF1 VGLL3 VKORC1L1 VSTM2A WDR44 WNK3 WNT5A WWC3 WWP1 XIAP XPR1 YBX1 YBX3 YIPF4 YPEL5 YTHDF1 YTHDF3 YWHAZ ZBBX ZBTB21 ZBTB22 ZBTB34 ZBTB41 ZBTB8A ZC3H12C ZCCHC14 ZDHHC21 ZFAND4 ZFAND5 ZFP30 ZMIZ1 ZMPSTE24 ZMYM3 ZNF148 ZNF207 ZNF248 ZNF28 ZNF468 ZNF529 ZNF547 ZNF566 ZNF583 ZNF614 ZNF648 ZNF704 ZNF800 ZNF830 ZNF875 MIR548I https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR548I A1CF ABCA5 ABI3BP ACADL ACAT2 ACBD3 ACBD5 ACTN4 ACVR2B ADAM22 ADAM30 ADAMDEC1 ADAMTS1 ADGRB3 ADH5 AFDN AFTPH AGTR1 AHSA2P AIDA AK3 ALG11 ANAPC1 ANGEL2 ANKRD10 ANKRD22 ANKRD26 ANKRD46 AP1AR APPBP2 AQP3 ARFRP1 ARID2 ARL13B ARL6IP6 ARMCX3 ARRDC4 ASB3 ATP11A ATXN2 ATXN7L1 B3GALT5 BBS10 BBX BCL2L2 BEND7 BMI1 BMT2 BNIP3 BOD1L1 BRWD1 BRWD3 BTF3L4 BTG2 BTG3 C11orf87 C18orf25 C21orf91 C3orf38 C5orf24 C6orf120 C9orf40 CA8 CACNA2D3 CACUL1 CAMLG CAMSAP2 CAPN2 CARF CBFB CBX3 CCDC117 CCDC179 CCDC47 CCDC50 CCNB1 CCNG2 CCNY CCP110 CCSER1 CD163 CD99 CDK6 CEP120 CEP350 CERS6 CFAP44 CFDP1 CFL2 CHN1 CHRNA7 CHST9 CIAO2A CISD2 CLCN4 CLDN12 CLVS2 CMPK2 CNTN1 COL11A1 COMMD3-BMI1 CRACD CRIPT CSGALNACT2 CSNK1D CTNNA3 CYBRD1 DAAM1 DCDC2 DDIT4 DEFA6 DENND1B DHRS1 DIAPH3 DIP2B DNAJB14 DNAJB4 DOLPP1 DPY19L3 DTWD2 DUS4L DUSP7 DYNC1I2 DYNC1LI2 EDIL3 EEA1 EIF2AK2 ELL2 EPB41L5 EPHA3 ERC2 ETF1 EVI2A EXOC5 FAM133A FAM135A FAM199X FAM221A FBXL3 FEM1C FGD4 FGFR1OP2 FGL2 FIGN FLRT3 FMNL2 FNDC3B FNIP2 FOXG1 FRMD5 FSBP FYB2 FZD3 FZD5 FZD7 GABPA GABPB1 GABRA4 GAPVD1 GASK1A GATM GCC2 GCNT1 GLIPR1 GNAQ GOLGA6L2 GOPC GPALPP1 GPATCH11 GPC6 GPD2 GPR155 GPR85 GRID2 GRIP1 GRM5 GRM7 GSE1 GSTCD GTF3C3 GUCY1A2 GUCY1B1 GULP1 HDAC9 HECA HIPK1 HLTF HMBOX1 HNRNPDL HOMER1 HOOK3 HOXD13 HTR2C IGF1 IGF2BP3 IGSF3 IKBIP IKZF2 ITGAV ITGB6 JARID2 KATNBL1 KCNJ3 KIAA1586 KIF20B KL KLF10 KLF7 KLF8 KLRD1 KPNA4 KRT28 LACTB LACTB2 LANCL1 LARP4 LATS1 LCOR LCTL LIN7A LMCD1 LMX1A LPP LRP1B LRRC4B LRRC7 LRRTM3 LSAMP LVRN MAGT1 MAML1 MAP4K4 MAP9 MARCHF6 MAST3 MAST4 MBIP MBNL2 MBNL3 MCF2L2 MDFIC ME1 MECP2 MED6 MEIS2 METTL6 METTL8 MEX3D MFN1 MFSD8 MGARP MIDEAS MIER1 MIER3 MIGA1 MINDY2 MMD MMP16 MMUT MTA1 MTF1 MTFR1 MYCN MZT1 NAA30 NAT1 NAV2 NCKAP1 NDC1 NDFIP2 NEDD4L NEGR1 NFAT5 NFKB1 NOS2 NOTCH2 NOTUM NR2C1 NRG4 NRXN1 NTF3 NUMB NUP160 NUP50 NUP54 OAZ1 ODAPH OGFRL1 PAPOLG PAQR9 PAX5 PCDH11X PCDH11Y PCLO PDCD5 PDE1C PDE4D PDZRN4 PGAM1 PGRMC2 PHYHIPL PITX2 PLEKHG1 PLEKHH2 POLR2H PPARG PPEF2 PPHLN1 PPP1R2 PPP1R27 PPP1R9A PPP5C PRELID2 PREX2 PRKAA1 PRKAA2 PRKAG2 PRKG1 PROK2 PROSER1 PRPF39 PRPF40A PRPF4B PRRC1 PSMC2 PTBP3 PTGFRN PTPRG PTPRR RAB27B RAB8B RALA RAP1A RAP2A RASSF8 RBBP8 RC3H1 RESF1 RETREG1 REV3L RFC3 RFX7 RGPD4 RGPD5 RGPD6 RGPD8 RGS7BP RHOQ RHPN2 RIC1 RICTOR RIMOC1 RMND5A RNF138 RNF149 RNF217 RO60 RORA RPS6KA5 RRAGD S1PR1 SACS SAMD8 SANBR SCAI SCAMP1 SCARF1 SCML2 SCN1A SCN3A SCN8A SDC2 SDE2 SDF4 SEC22C SEC24A SECISBP2L SENP1 SERINC3 SERINC5 SESTD1 SETD2 SF3A1 SFMBT1 SFT2D1 SH3D19 SIX4 SKIDA1 SLAIN1 SLC24A3 SLC30A5 SLC4A7 SLCO5A1 SLU7 SMAD5 SMAD9 SMG1 SNAP91 SNX16 SNX30 SOX5 SPAG9 SPATA6L SPDYE1 SPOCK3 SREK1 SRP9 SRSF3 SRSF6 SSR3 STEAP2 STXBP5 STYX SUMF1 SYNM SYTL5 TBCA TBCK TCF12 TFAM TFDP3 THSD7A TIFAB TLCD4 TMED7 TMEFF2 TMEM135 TMEM167B TMEM200A TMEM255A TMEM65 TMTC1 TMTC3 TNFRSF21 TOLLIP TP53INP1 TPM3 TRA2B TRAM1 TRIM2 TRIM9 TRPC1 TRPC5 TRUB1 TTC13 TTC19 TXLNG U2SURP UBA6 UBE2A UEVLD UGDH UGT8 UNC80 URI1 UTP3 WAPL WDR26 WDR47 WDR7 XPNPEP1 YIPF5 ZBTB10 ZBTB11 ZBTB20 ZBTB25 ZBTB41 ZBTB44 ZBTB8A ZC3HAV1L ZCCHC8 ZDHHC15 ZDHHC2 ZDHHC21 ZEB2 ZFAND5 ZNF148 ZNF326 ZNF454 ZNF486 ZNF492 ZNF503 ZNF559 ZNF608 ZNF652 ZNF680 ZNF747 ZNF792 ZNG1A ZNG1B ZNG1C ZNG1E ZNG1F ZRANB2 MIR548J_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR548J_3P AAGAB AAK1 ABCA5 ABCD4 ABHD13 ABHD2 ABI1 ABLIM2 ACBD5 ACSL3 ACTR3B ACVR1 ACVR1C ACVR2B ADAM17 ADGRB3 ADGRE2 ADH7 ADNP AEBP2 AFAP1 AFF1 AGBL3 AGO2 AGPS AGR3 AHSA2P AKAP5 AKR1D1 ALCAM AMER2 AMFR ANKH ANKIB1 ANKRD13C ANKRD28 ANKS1A ANLN ANO4 ANO5 AOX1 AP1AR APH1A APPBP2 APPL1 ARAP2 ARFGEF3 ARGLU1 ARHGAP29 ARHGAP32 ARID1A ARID4A ARL14EP ARL5A ARL6IP5 ARL6IP6 ASAP1 ASAP2 ASPH ATF1 ATF7IP ATL3 ATOSA ATP2A2 ATP2B4 ATRNL1 ATXN1 AVL9 AZIN1 B3GALNT2 B3GALT2 B3GAT1 B4GALT4 B4GALT6 BACE1 BAG5 BCAR1 BCLAF3 BCOR BDP1 BEND4 BLOC1S2 BNIP2 BPNT2 BPTF BTBD7 C12orf40 C12orf75 C18orf25 C21orf91 C2orf49 C5orf24 CADM2 CAMSAP2 CAMTA1 CARF CBLL1 CCDC71L CCDC73 CCL3L1 CCNA2 CCND1 CCNT1 CCNYL1 CCZ1 CCZ1B CD38 CD47 CDK17 CDK6 CDKN1B CDYL CECR2 CELF2 CFAP61 CIP2A CKAP2 CLDN11 CLGN CNEP1R1 CNOT6L CNOT7 CNST CNTNAP2 COA5 COL1A1 COL4A1 COMMD9 COQ10A CPEB1 CPEB3 CPEB4 CPNE8 CPSF6 CREB1 CREBRF CREM CRISP1 CRY1 CSNK1A1 CTDSPL2 CTNND1 CXCR4 CYP2U1 CYP4V2 CYP8B1 DACT1 DAG1 DAZ1 DAZ2 DAZ3 DAZ4 DBI DCAF12L1 DCAF17 DCBLD2 DCDC2 DCK DCLK1 DCP1A DCUN1D4 DDA1 DDX4 DDX55 DENND1B DHX32 DICER1 DIMT1 DIP2B DIS3L2 DLEU7 DLG1 DMRTA1 DNAJB5 DNAJC19 DNMT1 DNMT3B DPP10 DPP8 DPY19L1 DPY30 DTD1 DTNA DUS4L DUSP15 DYNC1LI2 DYNLT3 DYRK1A DYRK2 EFEMP1 EGR3 EIF4B EIF5A2 ELAVL1 ELMOD2 ELOVL4 EMC1 EPC1 EPG5 ERBB2 ERBIN EREG ERGIC2 ERO1B ESRP1 ETF1 ETNK1 ETS1 EVI5 EXOSC9 EYA3 FAM169A FAM171B FAM177A1 FAM220A FAM241A FAM83B FARP1 FAT1 FBXL17 FBXL20 FBXO11 FBXO43 FBXW2 FER FERMT2 FGD6 FGF12 FGFR3 FHDC1 FKBP5 FLI1 FLRT2 FMNL2 FOS FOXN2 FOXP2 FRMD5 FRS2 FSBP FSTL1 FYN FYTTD1 FZD1 FZD3 G2E3 G3BP1 GAB1 GABBR2 GABPB1 GABRA4 GABRB2 GABRB3 GABRG1 GAS1 GCLC GFPT1 GGCX GKAP1 GLCE GNAI3 GNB4 GNG2 GNL3L GORAB GPATCH2 GPC4 GPC6 GPD2 GPR155 GPR63 GRIA2 GSE1 GSPT1 GTDC1 GTF2A1 GTF2B GTF2I GTF3C4 HBEGF HDAC4 HDAC9 HDX HECTD2 HERPUD2 HIF1A HIPK2 HMGN1 HMGXB4 HNRNPF HNRNPR HOXA3 HOXA5 HOXA9 HPS1 HYCC1 HYCC2 ICAM5 ICE2 IDE IGF2BP3 IGFBP3 IGFBPL1 IGSF5 IKZF2 ING3 INO80D INPP4A INPP5F IPMK IQGAP2 IRAK2 IRX2 ITPRIPL2 JADE3 JAK2 KANSL1L KCMF1 KCNJ2 KCNQ5 KCTD12 KDELR1 KDM5B KDM7A KIAA0408 KIAA1210 KIAA2026 KLHL11 KLHL15 KLHL24 KLHL5 KMT2D KNTC1 KPNA4 KRAS L2HGDH LCOR LEMD3 LHX9 LIG4 LIN28B LIN7A LIN7C LLGL2 LPCAT2 LPP LRATD2 LSM8 LZIC MAF MAFG MAML3 MANEA MAP2 MAP2K4 MAP3K2 MAP4 MAPK6 MAPK8 MAPKAPK2 MARCHF4 MARCHF5 MARCKSL1 MARK1 MBNL1 MBNL3 MBTD1 MCC MCF2L2 MCL1 MCTP1 MCTS1 MCU MDFIC MED1 MED12 MED13 MED13L MED30 MED6 MEF2C MEX3B MFAP2 MIB1 MICU3 MINDY2 MMADHC MMD MME MMGT1 MOB1B MOSMO MOSPD1 MPHOSPH9 MPZL1 MRPS11 MSTN MTSS1 MYBL1 MYC MYEF2 N4BP2L2 NAA15 NAA50 NAB1 NABP1 NAMPT NANOGNB NAP1L1 NAPG NCOR1 NEK7 NET1 NEXMIF NFYA NHLH2 NIN NKX2-1 NLGN1 NOL4 NOTCH2 NOVA1 NPM1 NPM3 NR2C2 NRIP1 NSD2 NTF3 NUFIP2 NUP62CL OAF OAS3 ORC4 OSBPL8 OSTM1 OTUD7B OXGR1 P3R3URF-PIK3R3 PAG1 PAK2 PALM2AKAP2 PAN3 PARD3 PARP15 PCDH11X PCDH20 PCDHB15 PCGF5 PDE10A PDE1A PDE4D PDE7A PDS5A PDS5B PELI1 PEX5L PFKFB2 PGR PHACTR2 PHC3 PHF14 PHF20L1 PHIP PIGN PIK3CA PIK3R1 PIK3R3 PKD2 PLAC8L1 PLAGL2 PLD5 PLEKHB2 PLEKHM3 PLPPR4 PM20D2 PNISR PPAT PPFIA1 PPM1K PPP1CC PPP2R2B PPP2R5E PPP3CA PPP4R2 PPP4R3A PPP6C PRKAA2 PRKAR1A PRKCA PRKCB PRKCI PRMT1 PRMT3 PROSER1 PRPF6 PRRC1 PRSS35 PSD3 PSIP1 PSMA1 PTBP2 PTBP3 PTH2R PTPDC1 PTPN5 PTPRD PTPRK PTPRZ1 PUM2 PURG PUS7 PYGO1 QKI QTRT2 RAB23 RAB3C RAC1 RAD54B RAF1 RANBP1 RANBP3L RASEF RBBP4 RBBP8 RBBP9 RBM12B RBM24 RBM27 RBM47 RBMS3 RBPJ RC3H1 RECQL REV1 RGS13 RIMKLB RIMS1 RIT2 RNF139 RNF180 RNF19A RNF217 RNGTT ROBO1 ROR1 RORA RP2 RPL34 RPRD1A RPS3 RPS6KA3 RPS6KA6 RRP15 RSBN1 RSPRY1 RYK SAMD8 SAR1B SASS6 SBSPON SCAI SCG2 SCN9A SCYL2 SECISBP2L SEH1L SELENOI SERINC3 SERPINB1 SERTAD2 SETBP1 SFPQ SGMS1 SH3GLB1 SH3TC2 SHISAL1 SHPRH SIAH2 SIDT2 SINHCAF SKAP2 SKI SKIL SLC10A4 SLC12A2 SLC16A7 SLC17A2 SLC18B1 SLC19A2 SLC23A2 SLC25A16 SLC25A36 SLC25A44 SLC2A13 SLC30A7 SLC35D1 SLC38A1 SLC4A10 SLC4A7 SLC7A11 SLC9A1 SLCO5A1 SMARCA5 SMC2 SMC5 SMIM13 SMIM8 SMURF2 SNRPD1 SNW1 SNX16 SOAT1 SOCS5 SOCS6 SOGA3 SON SORBS1 SOS2 SOST SOX2 SOX21 SOX6 SP4 SPICE1 SPIRE1 SPOCK3 SPTSSA SREK1IP1 SRFBP1 SSH2 SSU72 ST6GAL1 ST6GALNAC5 STAG2 STARD4 STK24 STOX2 STRA6 STRBP STRN3 SUB1 SUFU SUGT1 SUZ12 SYNCRIP SYT1 SYT4 TAF5 TAOK1 TBC1D22B TBL1X TBL1XR1 TBP TC2N TCF7L2 TET2 TET3 TFDP1 TFPI2 TGDS TGFBR1 TGS1 THSD7B TIAL1 TIGD3 TJP1 TLDC2 TLNRD1 TM2D3 TM7SF3 TMCO1 TMED2 TMEFF2 TMEM135 TMEM170A TMEM41B TMEM50A TMEM64 TMPO TMPRSS11F TNPO1 TNRC6B TOMM70 TOX TOX3 TP53INP1 TRHDE TRIM33 TRIM36 TRIP12 TRPC1 TSC22D2 TTC14 TTC26 TTYH2 TUT4 TVP23B TVP23C TXNRD3 UBAC2 UBE2D1 UBE2H UBE2W UBN2 UBR5 UBXN2B UBXN4 UFM1 UGGT1 UHMK1 USP10 USP13 USP15 USP24 USP25 USP37 USP38 USP42 USP46 USP49 USP53 UTRN VAPA VASP VCPIP1 VEZF1 VGLL3 VKORC1L1 VPS13C VPS4B WASF1 WDR37 WDR44 WNK3 XPR1 XRN1 XRN2 YBX1 YES1 YIPF4 YIPF6 YTHDF1 YTHDF3 YWHAZ ZBED4 ZBTB2 ZBTB44 ZC3H12C ZDBF2 ZDHHC17 ZDHHC21 ZEB1 ZEB2 ZFAND5 ZFHX3 ZFR ZMPSTE24 ZMYM3 ZNF148 ZNF20 ZNF236 ZNF24 ZNF280D ZNF322 ZNF326 ZNF365 ZNF367 ZNF382 ZNF468 ZNF469 ZNF561 ZNF562 ZNF609 ZNF652 ZNF678 ZNF681 ZNF682 ZNF704 ZNF706 ZNF740 ZNF750 ZSWIM6 ZYG11B MIR548L https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR548L AADAC AAK1 ABCB5 ABCC9 ABCG2 ABHD13 ACSL6 ACTR3 ACVR1C ACVR2A ACYP2 ADAM17 ADAMTS1 ADCYAP1 AGFG1 AKAP11 ANGPTL5 ANKRD12 ANKRD22 ANKRD44 APPBP2 APPL1 AQP11 ARHGAP11A ARHGEF3 ARL13B ASCL1 ATG16L1 ATL3 ATP8A1 BBX BMI1 BNIP3 BOLL BPNT2 BRCA2 BRWD3 C17orf80 C5orf24 CANX CAPRIN1 CAPZA1 CARF CBR4 CCDC141 CCDC179 CCDC80 CCNY CCP110 CCSER1 CD1C CD28 CDC42BPA CEP120 CEP350 CEP97 CHD9 CNEP1R1 CNOT6L CNTN1 COL4A4 COL6A3 COMMD3-BMI1 COX20 CPNE1 CPNE4 CPNE8 CRBN CREBZF CRIPT CSF2RB CSNK1D CXCL3 CYP8B1 DCLK1 DCUN1D4 DCUN1D5 DDTL DENND1B DIAPH2 DLG2 DOCK4 DUS4L DUXA DYNC1I2 DYNLT1 E2F4 EDDM3B ELAVL4 EMB ENTPD1 EPC2 ERBB4 ERO1A ERO1B ESR1 EXOC5 EYS F3 FAM120A FAM24B FAM47E FAM89A FAM91A1 FBXL5 FBXO25 FEM1C FGD6 FIGN FNDC3B FOXC1 FOXF2 FZD3 GAS7 GASK1B GCNT2 GNA14 GNG12 GOLPH3L GOPC GPCPD1 GPM6A GPR155 GRIP1 HECA HIVEP2 HLTF HOOK1 HOOK3 HSPE1-MOB4 HTR2C ICA1L IGF2BP3 IGSF11 IL20RA INPP5A IPMK IRAK1BP1 IST1 ITGB8 KCNA1 KCNG3 KCNIP4 KCTD5 KICS2 KIF18A KITLG KLF10 KLF3 KLF8 LACTB2 LHFPL3 LHFPL5 LIMS1 LIPF LIX1L LRP1B LRP8 LRRC59 LRRC70 LSM8 MAP3K2 MAP3K20 MAP9 MAPK6 MAST4 MBD2 MBLAC2 MBOAT2 MCMDC2 MDGA2 MEGF11 MEX3D MOB4 MRPS36 MSI2 MTCP1 MTF1 MTHFD2 MTPN MYCN MYO5A MYSM1 N4BP2 NBEA NCAM1 NCKAP1 NDC1 NEGR1 NEK1 NENF NFAT5 NFIA NFKB1 NLGN1 NQO1 NR1I2 NUDT11 NUFIP1 NUP133 NUP160 NUP37 OTUD1 OTUD4 PBRM1 PCDH15 PCDHB16 PDCD6IP PDE12 PDK1 PDLIM5 PDZD8 PDZRN4 PGGT1B PGM2 PHIP PIBF1 PIK3C2A PIK3CA PKN2 PLEKHG1 PLEKHJ1 PLET1 POLR3G PPARGC1B PPEF2 PPHLN1 PPIC PPM1A PPP4R2 PPP6C PRDM11 PRKAA2 PRKAR2A PRKG1 PROM1 PSAT1 PTGES3L PTPN13 PTPN2 PURB QKI RAB21 RAP1A RAP1B RFC3 RHOQ RNF138 RNF146 RORA RP2 RPGRIP1L RPS6KA3 RPS6KA5 RRAS2 RRM2B RSBN1 RUBCNL RWDD4 S1PR1 SACS SAXO2 SCAI SCML2 SEC61A2 SELENOT SEMA3D SENP1 SETD7 SFT2D1 SH3RF1 SKI SLAIN1 SLC15A5 SLC23A2 SLC24A3 SLC25A21 SLC25A36 SLC30A4 SLC35D1 SLC4A7 SLC6A15 SLC9A2 SLC9A4 SMAD4 SMAD5 SMG1 SMIM15 SNTG1 SNX16 SOCS6 SP1 SPACA1 SPC25 SPCS3 SPO11 SPOPL SPRED1 SPRYD7 SRSF6 SS18 STEAP2 STK39 STXBP5 STXBP5L SYNJ1 SYT14 TAB1 TAF2 TAFA1 TBC1D8B TBCA TBL1XR1 TBR1 TET2 TLCD4 TLK1 TLR2 TMEM100 TMEM170B TMEM30A TMTC1 TRIOBP TRIP11 TRMT13 TUBB1 UBASH3B UBE2A UBE3D UFL1 USP12 USP38 USP44 VAV3 VGLL3 VPS54 WAPL WDR11 XKR9 ZBTB10 ZBTB20 ZBTB33 ZBTB41 ZBTB5 ZCCHC2 ZDHHC20 ZEB2 ZFAND1 ZKSCAN3 ZMIZ1 ZNF107 ZNF257 ZNF470 ZNF493 ZNF567 ZNF624 ZNF660 ZNF705EP ZNF770 ZNG1A ZNG1B ZNG1C ZNG1E ZNG1F ZSCAN12 ZXDC MIR548M https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR548M AARS2 ABHD2 ABHD5 ADAM12 ADGRG2 AFF4 AMER2 AMMECR1 ANKRD13A ANKRD17 ANKS1B APPBP2 ARCN1 ARF4 AVL9 B3GNT5 BACH2 BCL11B BCL2L11 BHLHE41 BMT2 BRIP1 BTN2A1 C11orf71 C1orf115 CADM2 CAMSAP2 CAP1 CAP2 CAV2 CBX1 CCDC71 CDCA4 CDH11 CEP78 CERT1 CHMP2B CHODL CHSY1 CISH CLDN12 CNOT6L CPEB2 CTTNBP2 CYBRD1 CYP4V2 CYREN DCANP1 DCP2 DICER1 DIXDC1 DNAJB14 DPY19L1 DPYD DSCAM EBI3 ELP5 ENPEP ENPP4 ENSA EYS EZR F9 FAM135A FBXL2 FRMD4A FSD1L FTH1 FZD3 GDNF GLMN GPM6A HAPLN1 HYCC1 INPP4A IQCH IRAK4 IRF2BP2 ITGAV KCTD3 KDM2B KIAA0586 KLHL24 LACC1 LARP1B LCOR LEPROT LIN28B LMNTD1 LPP MAGI3 MAP7 MBNL3 MFSD6 MORC3 MPRIP MRPL30 N4BP2 NCOA3 NDN NDUFV3 NFYB NLN NUDT4 OIP5 OLFML2A ONECUT2 P2RY12 PCDHB13 PCK1 PCLO PDCD6IP PDE5A PDHA1 PIGN PLCL1 PLPP5 PMPCB POLR3G PPP1CB PPTC7 PROX1 PRPF38B PSMA8 PXT1 QKI RCC2 RIOK2 RIOX1 RORA RPL10 RPL37 RTKN2 SAMD8 SEC23A SH3BGRL SLC22A23 SLC25A36 SLC2A14 SLC35F1 SLC35F5 SMG1 SMNDC1 SNX6 SORT1 SP110 SPAG6 SPICE1 SRD5A2 SRGN STAM TCERG1 TEK TFRC TJP1 TMED7 TMEM170A TMEM9B TMX4 TNPO1 TNRC6C TPR TRPC3 TTC28 TUBB2B TULP3 UBE2B UBE2E3 UBE2W UNC80 USP12 USP15 VWA2 YAP1 YTHDF3 ZBTB41 ZDHHC2 ZDHHC21 ZEB1 ZHX2 ZNF420 ZNF507 ZNF699 ZNF770 ZNF777 ZYG11A MIR548N https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR548N AADAT ABCA8 ABCB11 ABI3BP ACSS1 ACVR2A ADAM18 ADAM22 ADAMTS9 AFTPH AGFG1 AICDA AK3 AKAP7 ALG10B ANAPC1 ANGPTL1 ANKIB1 ANKRD10 APAF1 APLF APPBP2 APPL1 AQP3 ARHGAP29 ARIH1 ARL13B ARL6IP6 ARPP19 ASAP2 ATAD2 ATF6 ATG16L1 ATP10B ATRX ATXN2L AUTS2 B3GALT2 B4GALT6 BBS10 BCL2L2 BCOR BICC1 BIVM BMI1 BMP3 BMPR2 BOLL BPNT2 BRIX1 BRWD1 BRWD3 BTG1 C11orf87 C14orf28 C18orf25 C21orf91 C2orf73 C4orf19 C4orf33 C5orf24 C9orf72 CA8 CAAP1 CABCOCO1 CACNA2D3 CACNB4 CACUL1 CAMK2D CAPN2 CCDC179 CCDC88A CCNB1 CCNG1 CCNJ CCNT2 CCP110 CCSER1 CCT6B CD2AP CD84 CD99 CDH17 CDK6 CDKL5 CDS1 CELF3 CENPA CFDP1 CFL2 CHD1 CHIC1 CHIC2 CHST9 CHSY3 CLASP2 CLCC1 CLMN CNOT6L CNTN1 COL12A1 COMMD3-BMI1 CPEB4 CPNE1 CPNE8 CPS1 CREB5 CREBRF CSNK1G1 CSNK2A1 CSRNP3 CTNNA3 CTNNB1 CTNND1 CUL5 CXADR CXCL11 CXCL5 CYSLTR1 DAAM1 DCBLD2 DCDC2 DCLK1 DCT DCTN5 DCUN1D1 DCUN1D3 DCUN1D5 DEK DENND6A DEPDC4 DESI2 DGKH DHRS1 DIRC1 DIS3 DISC1 DLG3 DMTF1 DNAJB4 DNAJC21 DNAL1 DOLPP1 DPP8 DPY19L1 DSC3 DSCC1 DUS4L DYNC1I2 DYNC1LI2 E2F4 ECHDC1 EEA1 EGLN1 EGR2 EHHADH ELL2 ELOA EMCN EMP1 EMSY EPB41L5 EPHA5 ERBIN ERC2 ERICH3 ERLEC1 ERLIN2 ERO1B ETF1 EXOC5 EXOC6B EXPH5 FAIM FAM133B FAM135A FAM199X FAM200B FAM221A FAM76B FBXO32 FCGR2B FGD4 FGF5 FLRT3 FMN2 FMO2 FOXF1 FOXG1 FRMD4A FUBP1 GABPA GATA2 GATM GJC1 GLIPR1 GNG12 GNPTAB GPD1L GPD2 GPM6A GPM6B GPR137B GPR137C GPR171 GPSM2 GTF2H3 GTF2I GUCY1B1 HACE1 HAUS2 HCN1 HDAC4 HDAC9 HELZ HERC1 HIP1 HIVEP2 HLTF HMBOX1 HNF1A HNF4G HNRNPR HOOK3 HOXD13 HPS3 HS2ST1 IAPP ICE2 IFNL1 IGF2BP3 IGSF11 IKBIP IKZF2 INPP5A INSIG1 INSM1 INSR INTS6 IPMK IRF2BP2 IRF8 ITPRID2 IVNS1ABP JUND KAT6B KATNAL1 KCNC2 KCNK1 KCNK2 KCTD5 KDM3B KDM7A KIN KITLG KLF9 KLHL24 KLHL28 KLHL36 KMT5B KPNA1 KRAS KRIT1 KRT28 LACTB LAMTOR3 LANCL1 LARP4 LATS1 LHX9 LIN7C LINC01517 LMX1A LPP LRBA LRIG1 LRP1B LRP8 LRRC42 LRRC58 LRRN1 LY75 LYVE1 MACROH2A1 MAF MAFB MAGT1 MAML1 MAN1A2 MAP3K2 MAP3K20 MAP4K3 MAP4K5 MAPK1 MARCKS MARCKSL1 MAST3 MATR3 MBOAT2 MEF2C MEGF11 MEIKIN METAP1 MEX3D MGAT4A MICU3 MIER3 MIGA1 MMD MOB1B MSI2 MTA1 MTFR1 MYLIP MYLK4 MZT1 N4BP2 NAA30 NAALADL2 NABP1 NCAPD2 NCOR1 NECTIN3 NEGR1 NEK7 NFAT5 NFKB1 NLK NOL7 NOTCH1 NOTCH2NLA NRXN1 NUDCD1 NUP54 OAZ1 ODAPH OMA1 OSBPL8 OTUD1 OTUD5 PAIP1 PAK5 PAPOLA PARP12 PCDH10 PCDH11X PCDH11Y PCDH20 PCDHB10 PCGF3 PDCD6IP PDE4D PDLIM5 PELI1 PEX13 PGAM1 PGAP1 PGBD1 PHC3 PHTF1 PHTF2 PIGX PITX2 PKN2 PLAG1 PLAGL2 PNISR POLR2H POLR3C PPARG PPEF2 PPFIA1 PPIC PPIP5K2 PPM1A PPP1R27 PRDM10 PRKAA1 PRKAA2 PRKACB PRKCA PROK2 PROSER1 PRPF39 PSPC1 PTBP3 PTGES3L PTGR2 PTPN2 PTPRG PURG QKI RAB27B RAB31 RAB33B RAB3C RAB7A RABGAP1L RABL3 RACGAP1 RANBP3 RAP2A RAPGEF1 RASGEF1A RBFOX2 RC3H1 REEP3 RESF1 REV3L RGS2 RGS7BP RHOT1 RHPN2 RIC1 RIMOC1 RIMS1 RIOX2 RIPOR2 RMND5A RNF2 RNF212 RNF41 RO60 ROBO1 ROBO2 RPGRIP1L RPRD1A RRAS2 RSAD2 RUFY2 RUNX2 RYBP RYK S100PBP SACS SAR1B SAV1 SC5D SCAI SCML1 SEC22A SEC22B SEC23A SEC23B SEC24A SEC61A2 SELENOI SEMA3C SEPTIN2 SERBP1 SERINC3 SERTAD2 SGCZ SGIP1 SGTB SH3BGRL SIM2 SINHCAF SIX4 SKIDA1 SKIL SKP2 SLAIN1 SLAIN2 SLC12A5 SLC30A7 SLC35D1 SLC38A2 SLC4A4 SLC6A6 SLC9A2 SLCO1A2 SLITRK4 SMAD1 SMARCE1 SMC5 SMG1 SMIM13 SNW1 SNX16 SNX18 SNX2 SOBP SOCS6 SOX6 SOX8 SP1 SPACA1 SPHKAP SQOR SRCIN1 SREK1 SRSF6 SS18 ST8SIA4 STAG2 STAU2 STK35 STOML3 STRBP STXBP5 SULF1 SUMO1 SUPT7L SYCP2 SYNCRIP TAB3 TAF2 TAFA2 TAL1 TAOK1 TASOR TBCA TBL1XR1 TBR1 TCEAL8 TENT4B TEX36 THAP1 THAP6 THSD7A TIAM2 TIFAB TLCD4 TM9SF3 TMEFF2 TMEM181 TMOD2 TMPO TMTC1 TMTC3 TNFSF10 TNRC6B TOLLIP TOX3 TP63 TPMT TRA2B TRDN TRIM33 TRIM58 TRIQK TRPC1 TSNAX TSPYL6 TTC13 TTC30A TUSC1 TUT7 TVP23C TWF1 TXNDC15 U2SURP UBE2B UBE2D3 UBE2W UBQLN2 UBR3 UBR5 UFM1 UGT8 UNC45B UNC5D URI1 USP12 USP44 USP6NL UTP3 VEZT VGLL3 VIM VIRMA VPS13C VWC2 WAPL WDR26 WNT5A XCL1 XCL2 XRN1 YLPM1 YWHAQ ZBTB34 ZBTB41 ZBTB6 ZC3H6 ZCCHC8 ZDHHC15 ZDHHC21 ZEB2 ZFHX4 ZFP91 ZFR ZIK1 ZIM3 ZKSCAN7 ZMYM2 ZNF100 ZNF106 ZNF326 ZNF345 ZNF492 ZNF493 ZNF527 ZNF608 ZNF626 ZNF649 ZNF652 ZNF681 ZNF711 ZNF737 ZNF800 ZNF813 ZNF99 ZNRF2 ZRANB3 ZWINT MIR548O_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR548O_3P AAK1 ABCA8 ABHD17B ACKR3 ADCY2 AGGF1 AKAP11 ANKRA2 ANKRD44 ARFGAP3 ARHGAP21 ARHGAP29 ARHGAP32 ARHGEF7 ARL6IP1 ARPP19 ASIC2 ASIC5 ATAD2B ATF7IP ATG14 ATL2 ATP2B1 ATXN10 ATXN3 AZIN1 B4GALT6 BMPER BNC2 BTBD3 C2orf49 C8orf34 C9orf64 CA8 CALU CAMSAP1 CAMTA1 CAND1 CASP8AP2 CBLN1 CD200R1 CDH7 CDK17 CDYL CELF2 CFLAR CGGBP1 CHSY3 CLEC7A CLOCK CMPK1 CNOT1 CNTNAP4 COL25A1 COPS3 CPB2 CPD CREBRF CRMP1 CRY1 CSE1L CXCL1 CYP3A4 DCC DDX3X DDX3Y DDX4 DENND1A DENND4A DNAJA2 DNAJB2 DPP10 DSC2 DUSP7 EEA1 EEPD1 EFNB1 ENOX2 EPN2 FAM118B FAM13C FAM151B FAM168A FANCB FBXO28 FKBP4 FNIP1 FOXM1 FRS2 FSD1L G3BP2 GATM GID4 GINS1 GLCCI1 GLI3 GLOD4 GNAQ GOLGA7 GPATCH2L GPM6A GPM6B GRHL2 GRK5 HACD4 HHIP HMGCR HMGN2 HMX2 HSPA4L IGF2BP3 IKZF2 IKZF5 IL1R1 IL6 ILRUN INPP5F IRS1 IVNS1ABP JMY KCNAB1 KCTD10 KCTD12 KDM4C KDM7A KHDRBS1 KIAA0408 KICS2 KLHL7 KMT2C KPNA4 KRCC1 LARP4B LMAN2L LPP LRP2BP LY75 MAN2A1 MARCHF8 MAT2B MBNL3 MCM9 METAP1 MFF MIER3 MLLT10 MTMR6 MYNN MYO6 NAV3 NCKAP1 NEXMIF NFXL1 NR2F2 NTAQ1 NUP58 ODC1 OSMR PABPC4L PAK5 PAQR9 PARP1 PATJ PEG10 PELI1 PEX5 PGAP1 PGRMC1 PHC3 PHIP PIERCE2 PIP5K1B PLAA PLD5 PLGRKT PNRC1 POMP PPP1R12B PPTC7 PRDM10 PRKAA2 PRKDC PRMT9 PRPF40A PRRG1 PSIP1 PTPRD PTPRG PTPRO PTPRQ PWWP2A RAB1A RAD17 RBBP5 RCC1 RFX2 RICTOR RIDA RNF20 RPS27L RTBDN RTL6 SCAF11 SCAF4 SCN9A SECISBP2L SERTAD4 SETD4 SFRP2 SGCD SIX4 SLAIN2 SLC25A36 SLC25A53 SLC2A13 SMARCA1 SMC6 SNRPA1 SOCS7 SPO11 SPRED1 SPTSSA SPTSSB SREK1 SRGAP1 SRI SRSF3 SS18 SSR1 STK26 STK38 STMN2 STRN STRN3 STT3A SULF1 TARDBP TBCEL TBR1 TEC TET3 TEX30 TGFBR3 TKTL2 TLCD5 TMC7 TMEM135 TMEM170A TNFRSF19 TNPO1 TOPBP1 TP53INP1 TPD52L3 TRAPPC8 TSC22D2 TTC33 TTC39C TTN U2SURP UBA5 UBE2W USH2A USP47 UVRAG VAMP7 VASP VGLL3 VSIG1 XPO4 YWHAH ZBTB10 ZBTB20 ZBTB33 ZBTB44 ZFHX4 ZMAT1 ZNF286A ZNF286B ZNF518A ZNF615 ZSWIM6 MIR548O_5P_MIR548W https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR548O_5P_MIR548W A1CF ABCA5 ABI3BP ACADL ACAT2 ACBD3 ACBD5 ACTN4 ACVR2B ADAM22 ADAM30 ADAMDEC1 ADAMTS1 ADGRB3 ADH5 AFDN AFTPH AGTR1 AHSA2P AIDA AK3 ALG11 ANAPC1 ANGEL2 ANKRD10 ANKRD22 ANKRD26 ANKRD46 AP1AR APPBP2 AQP3 ARFRP1 ARID2 ARL13B ARL6IP6 ARMCX3 ARRDC4 ASB3 ATP11A ATXN2 ATXN7L1 B3GALT5 BBS10 BBX BCL2L2 BEND7 BMI1 BMT2 BNIP3 BOD1L1 BRWD1 BRWD3 BTF3L4 BTG2 BTG3 C11orf87 C18orf25 C21orf91 C3orf38 C5orf24 C6orf120 C9orf40 CA8 CACNA2D3 CACUL1 CAMLG CAMSAP2 CAPN2 CARF CBFB CBX3 CCDC117 CCDC179 CCDC47 CCDC50 CCNB1 CCNG2 CCNY CCP110 CCSER1 CD163 CD99 CDK6 CEP120 CEP350 CERS6 CFAP44 CFDP1 CFL2 CHN1 CHRNA7 CHST9 CIAO2A CISD2 CLCN4 CLDN12 CLVS2 CMPK2 CNTN1 COL11A1 COMMD3-BMI1 CRACD CRIPT CSGALNACT2 CSNK1D CTNNA3 CYBRD1 DAAM1 DCDC2 DDIT4 DEFA6 DENND1B DHRS1 DIAPH3 DIP2B DNAJB14 DNAJB4 DOLPP1 DPY19L3 DTWD2 DUS4L DUSP7 DYNC1I2 DYNC1LI2 EDIL3 EEA1 EIF2AK2 ELL2 EPB41L5 EPHA3 ERC2 ETF1 EVI2A EXOC5 FAM133A FAM135A FAM199X FAM221A FBXL3 FEM1C FGD4 FGFR1OP2 FGL2 FIGN FLRT3 FMNL2 FNDC3B FNIP2 FOXG1 FRMD5 FSBP FYB2 FZD3 FZD5 FZD7 GABPA GABPB1 GABRA4 GAPVD1 GASK1A GATM GCC2 GCNT1 GLIPR1 GNAQ GOLGA6L2 GOPC GPALPP1 GPATCH11 GPC6 GPD2 GPR155 GPR85 GRID2 GRIP1 GRM5 GRM7 GSE1 GSTCD GTF3C3 GUCY1A2 GUCY1B1 GULP1 HDAC9 HECA HIPK1 HLTF HMBOX1 HNRNPDL HOMER1 HOOK3 HOXD13 HTR2C IGF1 IGF2BP3 IGSF3 IKBIP IKZF2 ITGAV ITGB6 JARID2 KATNBL1 KCNJ3 KIAA1586 KIF20B KL KLF10 KLF7 KLF8 KLRD1 KPNA4 KRT28 LACTB LACTB2 LANCL1 LARP4 LATS1 LCOR LCTL LIN7A LMCD1 LMX1A LPP LRP1B LRRC4B LRRC7 LRRTM3 LSAMP LVRN MAGT1 MAML1 MAP4K4 MAP9 MARCHF6 MAST3 MAST4 MBIP MBNL2 MBNL3 MCF2L2 MDFIC ME1 MECP2 MED6 MEIS2 METTL6 METTL8 MEX3D MFN1 MFSD8 MGARP MIDEAS MIER1 MIER3 MIGA1 MINDY2 MMD MMP16 MMUT MTA1 MTF1 MTFR1 MTMR6 MYCN MZT1 NAA30 NAT1 NAV2 NCKAP1 NDC1 NDFIP2 NEDD4L NEGR1 NFAT5 NFKB1 NOS2 NOTCH2 NOTUM NR2C1 NRG4 NRXN1 NTF3 NUMB NUP160 NUP50 NUP54 OAZ1 ODAPH OGFRL1 ONECUT2 PAPOLG PAQR9 PAX5 PCDH11X PCDH11Y PCLO PDCD5 PDE1C PDE4D PDZRN4 PGAM1 PGRMC2 PHYHIPL PITX2 PIWIL3 PLEKHG1 PLEKHH2 POLR2H POU2F1 PPARG PPEF2 PPHLN1 PPP1R2 PPP1R27 PPP1R9A PPP5C PRELID2 PREX2 PRKAA1 PRKAA2 PRKAG2 PRKG1 PROK2 PROSER1 PRPF39 PRPF40A PRPF4B PRRC1 PSMC2 PTBP3 PTGFRN PTPRG PTPRR RAB27B RAB8B RALA RAP1A RAP2A RASSF8 RBBP8 RC3H1 RESF1 RETREG1 REV3L RFC3 RFX7 RGPD4 RGPD5 RGPD6 RGPD8 RGS7BP RHOQ RHPN2 RIC1 RICTOR RIMOC1 RMND5A RNF138 RNF149 RNF217 RO60 RORA RPS6KA5 RRAGD S1PR1 SACS SAMD8 SANBR SCAMP1 SCARF1 SCML2 SCN1A SCN3A SCN8A SDC2 SDE2 SDF4 SEC22C SEC24A SECISBP2L SENP1 SERINC3 SERINC5 SESTD1 SETD2 SF3A1 SFMBT1 SFT2D1 SH3D19 SIX4 SKIDA1 SLAIN1 SLC24A3 SLC30A5 SLC4A7 SLCO5A1 SLU7 SMAD5 SMAD9 SMG1 SNAP91 SNX16 SNX30 SOX5 SPAG9 SPATA6L SPDYE1 SPOCK3 SREK1 SRP9 SRSF3 SRSF6 SSR3 STEAP2 STXBP5 STYX SUMF1 SYNM SYTL5 TBCA TBCK TCF12 TFAM TFDP3 THSD7A TIFAB TLCD4 TMED7 TMEFF2 TMEM135 TMEM167B TMEM200A TMEM255A TMEM65 TMTC1 TMTC3 TNFRSF21 TOLLIP TP53INP1 TPM3 TRA2B TRAM1 TRIM2 TRIM9 TRPC1 TRPC5 TRUB1 TTC13 TTC19 TXLNG U2SURP UBA6 UBE2A UEVLD UGDH UGT8 UNC80 URI1 UTP3 WAPL WDR26 WDR47 WDR7 XPNPEP1 YIPF5 ZBTB10 ZBTB11 ZBTB20 ZBTB25 ZBTB41 ZBTB44 ZC3HAV1L ZCCHC8 ZDHHC15 ZDHHC2 ZDHHC21 ZEB2 ZFAND5 ZNF148 ZNF326 ZNF454 ZNF486 ZNF492 ZNF503 ZNF559 ZNF608 ZNF652 ZNF680 ZNF747 ZNF792 ZNG1A ZNG1B ZNG1C ZNG1E ZNG1F ZRANB2 MIR548P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR548P AAK1 ABCC5 ABHD17C ABL2 ACBD7 ACER3 ACKR4 ACTL6A ADAM10 ADAMTS6 AFTPH AGFG1 AGO4 AGPAT3 AHR AKAP11 ALDH1L2 ALG6 AMMECR1 ANKRD63 AP1S2 AP3B1 API5 APOB APOL6 ARHGAP24 ARHGEF26 ARL13B ARL5B ARL6IP6 ARL8A ARMC8 ARPP21 ASB15 ASB3 ATAD2B ATP6V0A2 ATP8A1 B3GALT1 B3GNT5 B4GALT6 BAAT BBX BMAL2 BMPER BMT2 BORCS7 BRWD3 BTBD8 BTRC C18orf63 C1GALT1C1 C2orf42 C3orf14 C7orf57 C8orf44-SGK3 CACNA2D1 CACUL1 CADM2 CADPS CALHM4 CAP2 CAPRIN1 CAPS2 CBLB CBLN1 CCDC115 CCND2 CCP110 CD1A CD302 CD9 CDH11 CDK12 CDK6 CEBPA CEBPZOS CELF2 CHFR CHL1 CHM CHMP2B CHN2 CHODL CHRDL1 CLASP1 CLCN4 CLEC3A CLEC4E CLINT1 CLU CNBP CNIH1 CNIH4 CNN3 CNTN4 CNTNAP2 COL25A1 COMMD2 CORO1C CPA4 CPEB2 CPEB3 CPNE4 CREBRF CSDE1 CSNK1D CSRNP3 CTCF CTLA4 CTTNBP2 CTTNBP2NL CXCL5 CYFIP2 CYP26B1 CYP39A1 DCAF16 DCLRE1C DCUN1D4 DEFB129 DEPDC1 DEPDC4 DESI2 DGAT2 DIAPH1 DNAH14 DNAJB6 DNMT3B DPY19L1 DSG2 DSP DTWD1 DUT E2F7 EAF1 EDIL3 EFR3A EIF1AX EIF4E ELOC ENC1 EPB41L4B EPHA7 EPPIN ERBIN EREG ETNK1 ETV1 EVI5 EXOC5 EXOSC1 EZR F13A1 FAM135A FAM171A1 FAM98A FAR1 FAT3 FBN2 FBXL17 FBXO30 FBXO4 FBXW11 FGFR1 FGFR2 FKTN FLT3 FMNL2 FNDC3B FNIP2 FOXN2 FOXP1 FSD1L FSTL5 FUNDC2 G6PC1 GABRA1 GABRA2 GABRB2 GABRB3 GABRR2 GALNT16 GAS2 GAS7 GATA2 GLRA2 GLYR1 GOPC GPBP1 GPM6B GPR12 GRIA4 GSKIP GTF2A1 GUCY1A2 H1-0 HACE1 HAUS2 HELZ HEPACAM2 HIPK3 HMGB2 HSPA1B HSPH1 IGSF10 IGSF3 IL20 IL22RA2 IL33 ING2 INO80D IP6K2 IPPK IQCJ-SCHIP1 IRF2BP2 IRF2BPL IRS2 ISX ISY1 ITPRIPL2 JAM3 JUND KCNN3 KCNQ5 KCNT2 KCNV1 KCTD4 KDM7A KDSR KIAA0408 KICS2 KIF13A KIF20B KIF5B KLF6 KLHL11 KLHL15 KMT2E KMT5A KMT5B KPNA1 KPNA4 KTI12 LACTB2 LAMP1 LATS2 LBR LCLAT1 LEF1 LIN7C LMO3 LNX2 LONRF1 LRATD2 LRP1 LRP1B LRP6 LRRN1 LSM8 LY75-CD302 MACF1 MAF MAFB MAML1 MAN1C1 MAP1B MAP2 MAP3K20 MAP7D2 MAPK8 MAST4 MATN3 MBD2 MBTD1 MECP2 MEIS2 METTL14 MFAP1 MFAP3L MIER1 MIGA1 MIPOL1 MIS18BP1 MMP16 MOSMO MPZL3 MRAP2 MRPL42 MSI2 MST1L MT1G MTF1 MYO1H MYOG MYT1L NANOS1 NAP1L4 NAP1L5 NAV1 NBR1 NCOA3 NECAP2 NEUROD4 NF1 NFAT5 NFKBIZ NFXL1 NGDN NHSL1 NKD1 NOX4 NR4A3 NRBP1 NRIP1 NSD2 NUFIP2 NUP205 OGFRL1 OSBPL1A OSBPL3 OSBPL6 OSMR OTUD4 PABIR2 PAIP1 PAPOLA PARG PBLD PBX1 PCDH18 PCDH19 PCF11 PCGF5 PDCD10 PDE3A PDE4D PDE6H PDE7B PEAK1 PGGT1B PGM3 PHC3 PHF3 PHIP PHLDA1 PIAS2 PIGA PIK3R1 PIK3R4 PIM2 PIP4P2 PITPNC1 PJA2 PKD2L2 PKN2 PLAGL2 PLCB4 PLCH1 PLIN1 PLS3 PLXDC2 PLXNA1 PMP22 PNRC1 POLB PPARD PPM1A PPP3CA PRELID3B PRKAR1A PRKCA PRKG1 PROM2 PRORP PRRG1 PSD3 PSMD4 PTAR1 PTER PXK QKI RAB11FIP2 RAB18 RAB21 RAB31 RAB40B RAB5B RAB8B RAB9B RABL3 RAPGEF6 RAPH1 RB1 RBBP5 RBMS1 RC3H1 REV3L RFFL RHOQ RICTOR RMND5A RNF141 RNF19A RNF24 RNF41 RNLS RNPS1 RO60 RORA RPS6KA6 RRAS2 RRP15 RUFY1 SANBR SBNO1 SCAI SCD5 SCG5 SCLT1 SCN3A SCNN1G SCP2 SEC22A SEC23A SECISBP2L SEL1L SEMA3A SEMA3E SEPTIN11 SERINC5 SERTAD2 SFT2D1 SGK3 SH2B3 SH3KBP1 SIPA1L2 SKIL SLAIN1 SLC16A10 SLC16A6 SLC16A9 SLC19A2 SLC1A2 SLC2A13 SLC35E4 SLC36A2 SLC36A4 SLC38A1 SLC38A4 SLC7A1 SLC7A7 SLC9A9 SLCO2A1 SMARCAD1 SMARCC1 SMIM13 SMIM14 SMPDL3A SNAP29 SOAT1 SOCS2 SOGA3 SORBS2 SOWAHA SOX6 SP1 SPAG16 SPCS2 SPG21 SPON1 SPOPL SRPK2 SRSF1 SRSF4 SRSF6 STIM1 STK35 STK4 STRAP STRN3 STXBP5 STXBP5L STXBP6 STYX SUDS3 SUPT7L SURF4 SUV39H2 SV2C SVEP1 SWAP70 SYBU SYNJ2BP SYNM SYNPO2 SYTL4 TAF4 TAFA4 TAOK1 TBC1D9 TBCC TBL1XR1 TBX18 TC2N TCF21 TDRD6 TGIF2 THAP11 THAP2 THBS1 THSD7A THUMPD1 TIAL1 TIAM1 TIMP3 TLCD4 TLCD5 TLR5 TMEM185A TMEM26 TMEM30A TMEM64 TMX3 TNIP1 TNKS TNPO1 TOB1 TOB2 TOP1 TP53INP1 TPK1 TRA2A TRAM1 TRIM2 TRIM23 TRIM66 TRPM8 TSC1 TSGA10 TSHZ3 TSPYL5 TTC28 UBAP1 UBP1 UBQLN2 UBR5 UHMK1 UNC5C UQCRB USP15 USP31 USP9X VAV3 VEGFA VGF VKORC1L1 VNN1 VPS13B VPS26A VSNL1 VTI1A WASF1 WDFY3 WTAP YAP1 YBX3 YWHAZ ZBTB21 ZBTB43 ZBTB44 ZBTB6 ZC2HC1C ZC3H12C ZC3H13 ZCCHC3 ZCCHC8 ZDBF2 ZDHHC13 ZDHHC21 ZEB2 ZFHX4 ZFP36L1 ZFX ZKSCAN1 ZKSCAN4 ZMAT3 ZMYND12 ZNF107 ZNF143 ZNF148 ZNF300 ZNF407 ZNF518B ZNF570 ZNF597 ZNF664 ZNF699 ZNF704 ZNF740 ZNF813 MIR548Q https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR548Q ABHD5 ADNP2 AKR1B15 CDR2L CHRNA4 CNEP1R1 CYB561D1 DLG2 EBF1 EID1 FNDC3A GCNT2 GPR19 GSE1 HOXA9 KLHL12 KPNA4 KPNA5 KRBOX5 LRRC4 MAFA METTL8 MZF1 NBEA NFAT5 RGPD1 RNF165 SPATA33 STAU1 TAPT1 TGOLN2 TMEM101 TXNRD3 VPS35 YPEL5 ZEB2 ZFAND5 ZMYND11 ZNF135 ZNF268 ZNF584 ZNF594 ZNF711 ZNF74 ZNF773 ZSCAN22 MIR548S https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR548S ABLIM3 ACAP2 ACTR8 ADGRD1 AKAP12 ANAPC16 ANKFY1 ANKIB1 ANKUB1 ARID3B ATP11A ATXN1 AVEN BACH1 BIRC6 BPTF C1orf21 C1orf94 CBFA2T2 CCER1 CLIP1 CLN5 CNOT1 CNOT10 COA3 CPSF6 CREB1 CRTAP CSDE1 CYP20A1 CYSTM1 DDX3Y DGKE DGKK DHX15 DIP2A DIP2B DPY19L3 DSTN EBPL ECHDC1 EDA2R EEF1A1 EIF4EBP2 ESYT2 EVA1A FAM166B FBLN1 FOXG1 GALNT15 GNAZ GPRC5B HCRTR1 HMGA2 HOMER1 HSPBAP1 JAM3 KANSL1 KCNG3 KCNJ15 KIAA1549 KLF12 LOXL1 LSM12 MARCKSL1 MB21D2 MED18 MMAA MMP24 MMRN2 MRAP2 N4BP2L1 NAA15 NDUFA2 NFAT5 NIPAL1 NIPAL4 NLN NTRK2 OAT OSR1 P4HB PAQR3 PCDHB14 PCNX4 PIGA POLR1B POP1 PPP6R3 PRKAR2B PRKCE PTPN11 RBL1 RBMX RPL15 RRAS2 RYK SATB1 SBSPON SCARF2 SCG5 SCN2A SDC3 SELENOT SERF2 SLC30A5 SLC35F3 SMC3 SOGA1 SOX5 STRBP TES TEX35 TFRC TLL2 TMEM51 TNFAIP1 TNS4 TSHZ2 TTPAL TULP4 VPS26A VXN YIPF4 ZC3H12C ZDHHC21 ZNF318 ZNF326 ZNF423 ZNF576 ZNF678 MIR548T_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR548T_5P A1CF ABCA8 ACER3 ADAM22 ADAMTS4 ADAMTS9 ADARB1 ADD1 ADGRB3 ADO AFDN AGFG1 AICDA AMER2 ANAPC11 ANKRD17 ANO5 AP1S2 APPBP2 APPL1 AQP3 AQP4 ARGFX ARHGAP1 ARHGAP12 ARID4B ARIH1 ARIH2 ASB4 ATAD2 ATF2 ATG16L1 ATXN1 B3GALT2 B4GALT5 B4GALT6 BBX BCAT1 BCL2L11 BICC1 BMP2 BMPR2 BPNT2 BRWD1 BRWD3 BTG1 C11orf96 C1orf162 C2orf69 CACNA2D1 CADM2 CAMK2D CAPZA2 CCDC152 CCSER1 CD2AP CDC37L1 CDH1 CDH6 CEBPZOS CEP44 CETN3 CFL2 CHD1 CHIC1 CHRAC1 CHST9 CITED2 CLHC1 CLIP4 CLOCK CLXN CMBL CNTLN COL3A1 CPEB4 CPNE8 CREB1 CREB5 CRIM1 CSMD3 CTNNB1 CXCL11 CXCL5 DCK DCUN1D5 DENND4A DESI2 DGAT2 DGKH DLEC1 DOCK4 DPP8 DPY19L1 DPY19L4 DPYSL2 DSCC1 DTX4 DYNC1LI2 ECE1 EIF4A1 EPB41L5 EPHA5 EPHA7 EPRS1 ERBIN EREG ERLIN2 ERO1A ETF1 EXOC5 EXOC6 FADS1 FAM199X FAT2 FBXO22 FEZ2 FGF23 FLRT3 FOXG1 FOXL1 FRMD4A FUBP1 FZD2 GAB1 GCOM1 GDA GIPC2 GJA3 GLIS3 GNG10 GPC6 GPD1L GPD2 GPN3 GPR137C GRIP1 GRM5 GUCY1A2 HAS2 HAUS2 HDAC9 HDX HNF1A HNRNPDL HNRNPL HOXD13 HS2ST1 HSFY1 HSFY2 IGF1R IGSF10 IKZF2 INTS5 IPPK ITGA2 ITGB1 ITGB8 KATNAL1 KDM5B KIF21A KIF5C KLF9 KLHL23 KMT2A KPNA2 KPNA3 KRAS LCOR LEF1 LEPROTL1 LIN7C LMAN1 LMX1A LPGAT1 LRAT LRIG1 LRP1B LRRN1 MAP3K2 MAP3K20 MAP4K3 MAP4K5 MAPK1 MARCHF5 MARCKSL1 MBOAT2 MDGA2 MECP2 MFAP3L MFSD5 MICU3 MIER3 MITD1 MOB1B MRPL19 MRPS25 MRTFB MSI2 MTF2 MTMR10 MYCN MYT1L N4BP2 NAALAD2 NABP1 NAIF1 NAPB NCAM1 NCAPG2 NCBP2 NCKAP5 NCOA1 NDST3 NEDD4 NEO1 NFKB1 NFXL1 NR4A3 NRIP1 NTNG1 OIP5 OLAH OPRM1 OSBPL5 OSBPL8 OTOGL OTUD4 PACC1 PAG1 PAIP1 PAK3 PAPOLA PARP12 PBRM1 PCDH20 PCDHB7 PDE4D PDIK1L PEX5L PGAP1 PHC3 PHIP PHLPP2 PHTF2 PIK3C2A PITPNA PKN2 PLAG1 PLG PLGLB1 PLGLB2 PLOD1 PMP22 POGZ POLR2M POU2F1 POU5F1 POU5F1B PPARA PPARG PPM1G PPP1R15B PPP2R2A PPP3CA PPP6R3 PRKACB PRKAR2B PSMA8 PTBP3 PTGR2 PTH PTPN2 PTPRJ R3HDM1 R3HDM4 RAB22A RAB27B RAB3D RAB5C RABGAP1L RALGAPB RANBP3 RAPGEF1 RASGEF1A RBBP7 RBM44 RBMX RBMXL1 REEP3 RLIM RNF212B RNF217 RNF38 RNLS RPS6KA3 RPS6KA5 RRAS2 RYBP RYK SALL3 SAR1B SCN2A SERP1 SERTAD2 SET SGCZ SGIP1 SGMS2 SGPL1 SGPP2 SGTB SH3BP4 SKIL SLAIN2 SLC24A4 SLC2A13 SLC38A2 SLC4A4 SLC4A7 SLC6A6 SMARCA5 SMG1 SMIM15 SMIM21 SMOC1 SNTB2 SNX9 SOBP SOS1 SPAG9 SPOCK1 SPOCK3 SPOPL SS18 SSX2IP ST13 STIM2 STK17B STK35 STRN3 STX11 STXBP5 SUCO SUZ12 SYT16 TAOK1 TBC1D8B TBCEL TCEA1 TCF4 TDP1 TENM1 TENM4 TGDS THAP1 TMCC1 TMEM127 TMEM128 TMEM131L TMEM170A TMEM170B TMEM182 TMTC3 TNRC6B TNS1 TOPORS TOX TP63 TPD52 TRIM2 TRIM33 TRPS1 TXN UBE2D3 UBE2K UBE2Q2 UBE3C UBR3 UBR5 USP15 USP21 USP28 USP3 USP31 USP46 UTP25 VEZF1 VPS29 WASF3 WDR26 XRN1 YES1 YIPF2 YPEL1 YTHDC1 YY1 ZBTB41 ZBTB7A ZC3H12C ZC3H6 ZCCHC8 ZDHHC17 ZDHHC21 ZEB2 ZFAT ZFHX4 ZFP36L2 ZMYND11 ZNF106 ZNF217 ZNF234 ZNF318 ZNF367 ZNF451 ZNF484 ZNF493 ZNF652 ZNF704 ZNF711 ZNF737 ZNF850 ZNF99 MIR548U https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR548U AAK1 ABLIM1 AGFG1 AHR AK4 AKT3 ALS2 ANKRD27 ATOSA ATP1B1 BAAT BBX BPNT2 BTBD8 C7orf31 CARD8 CCER1 CCL17 CCPG1 CDH11 CDK14 CDKL5 CEP63 CNOT6 CNR1 COG6 COL24A1 CSTF2T CTBP2 CTSC CXCL5 DAAM1 DACH1 DCAF10 DDX3X DDX4 DIAPH3 DIDO1 DPY19L4 DSTYK EAF1 ELAVL2 EOGT EPB41L4B EPN2 ERO1A ESRP2 ETV6 FAM91A1 FARP1 FBXO3 FEM1C GABPA GCH1 GHITM GNAL GRK5 GRM5 HDAC9 HEY2 HLF HOOK3 HYAL4 IGF1 IMPG2 IPMK KBTBD6 KIAA1549L KIF5B KLHL2 LEPROT LIMA1 LIN28B LPAR6 LRRC58 LYSMD2 MAGI2 MGST2 MITF MRPL17 MS4A12 MSL2 NAP1L1 NAPG NEXN NIPAL1 NOTCH3 NR2F1 NR4A3 NUP98 ONECUT2 OSBPL8 PADI1 PAN3 PCDH9 PDE6D PHTF2 PI4K2B PIK3AP1 PKP2 PPP3R1 PPTC7 PRKCI PRRC1 PRUNE2 PSMA5 PTCHD1 RC3H1 RER1 RGS7BP RSBN1L RSF1 RSRP1 SEC14L1 SH3RF3 SINHCAF SLC24A2 SLC39A3 SLC4A4 SLC5A3 SLIT2 SNX10 SOX2 SPTY2D1 SSR1 STRN3 SUCO SUPT7L TBPL1 TENT4B TFAP2A TFDP1 TREM1 TRIM13 TRIM5 TRMT11 UBE2E2 USP11 USP33 VDAC1 WDCP WDFY4 XRCC2 YWHAG YWHAQ ZBTB41 ZDHHC15 ZNF41 ZNF451 ZNF558 ZNF594 ZNF624 ZNF680 ZNFX1 ZSWIM7 MIR548V https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR548V ACTL7A AIDA AJAP1 ANO1 AP3B2 APOLD1 ARHGEF10 ATF7IP2 ATP1B1 CALM1 CAND1 CDC40 CDH2 CDK19 CDK8 CDKN1B CEP350 CHFR CLVS2 CNOT6 COBL CREM CSTF2T CTNNA2 CTPS2 CTTN CUL5 DDIT4 DENND1B DMRT3 DPH6 DTX3L EAF1 ECPAS EFCAB14 EIF5A2 ELAVL2 ERV3-1 ETS1 FAHD1 FAM222B FBN2 FGA FGF14 GABRA1 GATA4 GOLGA1 GRM1 GUCY1A2 HECTD2 HNRNPA0 IGDCC4 KCNH8 KLF7 LHFPL2 LNX2 MAP3K13 MAPK8 MARK1 MIER3 MYLIP MYOG NEXMIF NOVA1 NUFIP2 PAIP1 PBX3 PGGT1B PIAS2 PIEZO2 POU2F1 PPIAL4A PPIAL4C PPIAL4D PPIAL4E PPIAL4F PPIAL4G PPP2R2A PRKCQ PSMA4 PTBP2 RAB18 RBM14-RBM4 RBM4 RBSN REV1 RGS6 RIC8B RIMS1 RIMS3 RMND5A RNPS1 RTF1 RTL4 RTN1 SATB1 SDC2 SEC62 SELENOS SEMA6D SEPTIN2 SH3PXD2B SLC10A7 SLC3A1 SLC44A5 SLC6A9 SLITRK4 SOS2 STOX2 SUN2 TCF12 TCF7L2 TDRKH THEMIS2 TIPRL TMEM140 TMEM59 TNRC6C TP53BP2 TSPAN5 UBE2J1 USP40 USP49 VAPB VPS52 YPEL3 ZBTB5 ZFYVE16 ZMYM2 ZNF234 ZNF3 ZNF385A ZNF431 ZNF587B ZNF629 ZNF704 ZNF814 MIR548Y https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR548Y A1CF ABCA5 ABI3BP ACADL ACAT2 ACBD3 ACBD5 ACTN4 ACVR2B ADAM22 ADAM30 ADAMDEC1 ADAMTS1 ADGRB3 ADH5 AFDN AFTPH AGTR1 AHSA2P AIDA AK3 ALG11 ANAPC1 ANGEL2 ANKRD10 ANKRD22 ANKRD26 ANKRD46 AP1AR APPBP2 AQP3 ARFRP1 ARID2 ARL13B ARL6IP6 ARMCX3 ARRDC4 ASB3 ATP11A ATXN2 ATXN7L1 B3GALT5 BBS10 BBX BCL2L2 BEND7 BMI1 BMT2 BNIP3 BOD1L1 BRWD1 BRWD3 BTF3L4 BTG2 BTG3 C11orf87 C18orf25 C21orf91 C3orf38 C5orf24 C6orf120 C9orf40 CA8 CACNA2D3 CACUL1 CAMLG CAMSAP2 CAPN2 CARF CBFB CBX3 CCDC117 CCDC179 CCDC47 CCDC50 CCNB1 CCNG2 CCNY CCP110 CCSER1 CD163 CD99 CDK6 CEP120 CEP350 CERS6 CFAP44 CFDP1 CFL2 CHN1 CHRNA7 CHST7 CHST9 CIAO2A CISD2 CLCN4 CLDN12 CLVS1 CLVS2 CMPK2 CNTN1 COL11A1 COMMD3-BMI1 CRACD CRIPT CSGALNACT2 CSNK1D CTNNA3 CYBRD1 DAAM1 DCDC2 DCUN1D5 DDIT4 DEFA6 DENND1B DHRS1 DIAPH3 DIP2B DNAJB14 DNAJB4 DOLPP1 DPY19L3 DTWD2 DUS4L DUSP7 DYNC1I2 DYNC1LI2 EDIL3 EEA1 EIF2AK2 ELL2 EPB41L5 EPHA3 ERC2 ETF1 EVI2A EXOC5 FAM111A FAM133A FAM135A FAM199X FAM221A FBXL3 FEM1C FGD4 FGFR1OP2 FGL2 FIGN FLRT3 FMNL2 FNDC3B FNIP2 FOXG1 FRMD5 FSBP FYB2 FZD3 FZD5 FZD7 GABPA GABPB1 GABRA4 GAPVD1 GASK1A GATM GCC2 GCNT1 GLIPR1 GNAQ GOLGA6L2 GOPC GPALPP1 GPATCH11 GPC6 GPD2 GPR155 GPR85 GPSM2 GRID2 GRIP1 GRM5 GRM7 GSE1 GSTCD GTF3C3 GUCY1A2 GUCY1B1 GULP1 HDAC9 HECA HIPK1 HLTF HMBOX1 HNRNPDL HOMER1 HOOK3 HOXD13 HTR2C IGF1 IGF2BP3 IGSF3 IKBIP IKZF2 ITGAV ITGB6 JARID2 KATNBL1 KCNJ3 KIAA1586 KIF20B KL KLF10 KLF7 KLF8 KLRD1 KPNA4 KRT28 LACTB LACTB2 LANCL1 LARP4 LATS1 LCOR LCTL LIN7A LMCD1 LMX1A LPP LRP1B LRRC4B LRRC7 LRRTM3 LSAMP LVRN MAGT1 MAML1 MAP4K4 MAP9 MARCHF6 MAST3 MAST4 MBIP MBNL2 MBNL3 MCF2L2 MDFIC ME1 MECP2 MED6 MEIS2 METTL6 METTL8 MEX3D MFN1 MFSD8 MGARP MIDEAS MIER1 MIER3 MIGA1 MINDY2 MMD MMP16 MMUT MTA1 MTF1 MTFR1 MTMR6 MYCN MZT1 NAA30 NAT1 NAV2 NCKAP1 NDC1 NDFIP2 NEDD4L NEGR1 NFAT5 NFKB1 NOS2 NOTCH2 NOTUM NR2C1 NRG4 NRXN1 NTF3 NUMB NUP160 NUP50 NUP54 OAZ1 ODAPH OGFRL1 ONECUT2 PAPOLG PAQR9 PAX5 PCDH11X PCDH11Y PCLO PDCD5 PDE1C PDE4D PDZRN4 PGAM1 PGRMC2 PHYHIPL PITX2 PIWIL3 PLEKHG1 PLEKHH2 POLR2H POU2F1 PPARG PPEF2 PPHLN1 PPP1R2 PPP1R27 PPP1R9A PPP5C PRELID2 PREX2 PRKAA1 PRKAA2 PRKAG2 PRKG1 PROK2 PROSER1 PRPF39 PRPF40A PRPF4B PRRC1 PSMC2 PTBP3 PTGFRN PTPRG PTPRR RAB27B RAB8B RAD54B RALA RAP1A RAP2A RASSF8 RBBP8 RC3H1 RESF1 RETREG1 REV3L RFC3 RFX7 RGPD4 RGPD5 RGPD6 RGPD8 RGS7BP RHOQ RHPN2 RIC1 RICTOR RIMOC1 RMND5A RNF138 RNF149 RNF217 RO60 RORA RPS6KA5 RRAGD S1PR1 SACS SAMD8 SANBR SCAMP1 SCARF1 SCML2 SCN1A SCN3A SCN8A SDC2 SDE2 SDF4 SEC22C SEC24A SECISBP2L SENP1 SERBP1 SERINC3 SERINC5 SESTD1 SETD2 SF3A1 SFMBT1 SFT2D1 SGIP1 SH3BGRL SH3D19 SIX4 SKIDA1 SLAIN1 SLC24A3 SLC30A5 SLC4A7 SLCO5A1 SLU7 SMAD5 SMAD9 SMG1 SNAP91 SNX16 SNX30 SOX5 SPAG9 SPATA6L SPDYE1 SPOCK3 SREK1 SRP9 SRSF3 SRSF6 SSR3 STEAP2 STXBP5 STYX SUMF1 SYNM SYTL5 TBCA TBCK TCF12 TFAM TFDP3 THSD7A TIFAB TLCD4 TMED7 TMEFF2 TMEM135 TMEM167B TMEM200A TMEM255A TMEM65 TMTC1 TMTC3 TNFRSF21 TOLLIP TP53INP1 TPM3 TRA2B TRAM1 TRIM2 TRIM9 TRPC1 TRPC5 TRUB1 TTC13 TTC19 TXLNG U2SURP UBA6 UBE2A UEVLD UGDH UGT8 UNC80 URI1 UTP3 WAPL WDR26 WDR47 WDR7 XPNPEP1 YIPF5 ZBTB10 ZBTB11 ZBTB20 ZBTB25 ZBTB41 ZBTB44 ZC3HAV1L ZCCHC8 ZDHHC15 ZDHHC2 ZDHHC21 ZEB2 ZFAND5 ZNF148 ZNF326 ZNF454 ZNF486 ZNF492 ZNF503 ZNF559 ZNF608 ZNF652 ZNF680 ZNF747 ZNF792 ZNG1A ZNG1B ZNG1C ZNG1E ZNG1F ZRANB2 MIR549A_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR549A_3P ACER3 ARHGAP44 ARHGAP5 ARL8B ATP11A BCAP31 BCL2L11 BNC2 BPNT2 C1R CCDC117 CCDC141 CCDC144A CDK14 CDK8 CEP135 CES5A CRNDE DEFB132 DIPK2A DOP1A DTD1 EID1 ENC1 EPPK1 ERO1B FASTKD2 GAD2 GSPT1 HIF1A HS3ST4 HSPA4 IAH1 KCNMA1 KPNA1 LAPTM5 LPIN2 LUZP2 MARCHF6 MARF1 MARK1 MINPP1 NUDT12 PAX3 PDCD6IP PEG10 PLEKHF2 POLR3G PRMT3 PRUNE2 PTRHD1 RAB3A RAG1 RCAN1 SCAF8 SETDB2 SHC3 SI SLC30A10 SLC39A6 SOX6 SP4 SREK1 SRI SRP72 TAF9 TDG TENM1 THEG5 TIGAR TPRG1L TRMT61A TTC33 UBAP2 UBE2D3 WLS ZFHX3 ZFR ZNF493 ZZZ3 MIR549A_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR549A_5P ABRAXAS2 ACTB AGA AMACR ANO6 ASB2 ATP6V0A2 C18orf63 C8orf34 CASQ1 CAV2 CECR2 CHST8 CNOT2 DLC1 DNAAF9 EXT1 FAM216B FOSL1 GABPB2 GP5 GRHL2 LYRM1 METTL23 MTSS1 MTURN NDC1 NEDD9 NR1D1 OSBPL8 PAN3 PDE4B PPP1R3C PPP2CB PRKCI PSMA2 RAI14 RANBP3 RPTN SEPTIN2 SIRPB1 SLC12A8 SMS SMURF1 SSX1 SSX2 SSX2B SSX3 SSX5 SSX7 TMEM132E-DT TSPAN9 ZNF331 ZNF605 MIR550A_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR550A_3P ARID4B ATP1A2 C19orf44 C1orf94 CAPRIN1 CASQ2 CAVIN2 CCNT1 CD47 CMAS CMIP CNIH1 COL11A1 CPEB2 CPXCR1 DCDC2 DTNA EML1 GARIN2 GNAI3 GNAO1 GNG13 HECA HEPHL1 HIVEP1 HOXA4 HS3ST3B1 HTR2C IL7 INA IRAK1BP1 IRS1 JMY MAP1B MAPK6 MBLAC2 MEAF6 MLANA MSRB3 MTM1 MYH10 MYT1L PAK3 PCDH17 PCDH8 PGPEP1L PHACTR2 PITPNC1 PLEKHF2 PLXDC2 POTEF POTEM PSMD14 PTBP3 PTGIS RAP1A SEMA4F SERINC5 SLC16A14 SLC16A7 SLC25A13 SMAD5 SMARCD2 SYNCRIP SYT4 TDP1 THBD TPRG1L TTLL7 UTP15 VASN VTI1A ZBTB8A ZDHHC15 ZNF14 ZNF763 ZNF792 ZSCAN18 MIR550A_3_5P_MIR550A_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR550A_3_5P_MIR550A_5P ABCF1 ABCG4 ADCY1 ADCYAP1 ADPRH AIPL1 ALDH8A1 APPL2 ATP1A2 B3GAT3 BCL2L2 BRD1 CACNB3 CCDC68 CDK13 CDKN2AIP CENPO CNPY3 CX3CR1 DAZAP2 DENND4C DERA DPYSL5 DSTN ESYT2 EXPH5 GJC1 IGSF21 KCNMB4 KRTAP20-3 LUC7L3 MAN1A1 MAP1LC3B MAP3K20 MED13L MED29 MEF2A MTDH NEUROG1 NFIC NT5DC3 NUP93 PBX1 PDPR PLPBP PSME1 RAB43 RAP1GAP2 RTN4RL1 SAMD12 SCAP SESN3 SHISA2 SOX11 SRGAP2C ST6GALNAC6 STK35 TRAK2 TSHZ3 TSTD2 TTC39C ULK2 UNC5A UNG USP3 WTAP XRN1 ZCCHC10 ZNF689 ZNF710 ZSWIM6 MIR550B_2_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR550B_2_5P ACTR3 ADAM10 ADCY1 ANKRD13B ATF2 B3GALT2 CACNA1B CADM2 CDCA7 CPEB3 CPNE4 CX3CR1 CYP27B1 DSCAML1 EIF2S3 FAM120A FAM180B GSK3B HINT3 ID4 KBTBD8 KIAA1217 KLF6 LRP1B MAP1LC3B MYH2 NCBP1 NDUFAF4 NRXN1 NXPH1 PBX1 PHOX2B PTPN21 RFESD RSRC1 SAMD12 SCN11A SEPTIN8 STXBP5 TBL1XR1 TMEM30B TSTD2 ULK2 USP1 USP3 WDR26 XKR6 YIPF3 MIR550B_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR550B_3P AFF4 APOBEC3B ASNSD1 BNC2 CASP10 CCDC47 CCNA2 CDC73 CDIPT CDS1 CLDN10 CLEC4E CLHC1 CTPS2 DLK1 DYNC1I2 EPB41L5 EXTL2 FBXO28 FHIP1A FLRT3 GANC GPRASP3 GTF2H2 HTR2B KIF13A KRR1 LSM6 MAP3K20 MCMBP MOB3B MOBP MXI1 NMNAT2 NUDT9 PAAF1 PAK3 PDZD8 PPIH PRDM6 RBAK ROCK1 SDAD1 SEC11A SFPQ SHISA6 SMAD5 SNRNP27 SREK1 STAG1 TMEM232 TRPV3 USP27X VPS26A ZC3HAV1 ZNF285 ZNF552 MIR551A_MIR551B_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR551A_MIR551B_3P ADGRL1 CRB2 ERBB4 TMPRSS4 ZFP36 MIR551B_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR551B_5P A1CF AAK1 ACER3 ACTR3 ADAMTS19 ADH7 ADNP2 AFAP1 AFF4 AGTR1 AKR1C3 ALCAM ALDH1A1 ALG13 ANGPT1 ANK2 ANKH ANKRD10 ANO3 AP3M1 ARF6 ARHGAP5 ARL13B ARL4A ARMC8 ARPP19 ASB8 ASTN2 ATAD2B ATM ATP5MG ATP5MGL ATXN10 BAHD1 BARD1 BEND4 BIRC6 BMPR2 BNIP2 BPNT2 BRWD3 BSN BTAF1 BTBD7 BTF3L4 C12orf56 C1orf112 C5orf22 C6orf58 CAB39 CADM2 CAPZA1 CASZ1 CBX3 CBX7 CCDC88C CCDC93 CCN4 CCNC CCNY CCT2 CDC14A CDC5L CDH20 CDK14 CDYL2 CEBPZOS CECR2 CENATAC CENPK CEP350 CEP97 CHD9 CHORDC1 CILK1 CIP2A CLDN11 CLDN22 CLINT1 CLOCK CLPX CNKSR3 CNTN1 COG3 COL19A1 COL1A2 COX7A2L CPD CPE CPEB3 CPEB4 CPSF6 CREBBP CSPP1 CUL3 CUL5 CYP3A5 DCAF12 DCAF17 DCX DDX4 DGKH DHRS2 DICER1 DMD DMP1 DNAJB14 DPH6 DPP8 DPY19L3 DPY30 DPYD DTWD2 ECT2 EDIL3 EIF3A EIF5A2 ELAPOR2 ELAVL1 ELL2 ENAH ENPEP EP300 EPB41L3 EPB41L4B EPHA3 EPS8 ERBIN ERCC4 ERO1B ESPL1 ESR1 ETV1 EXOC4 FAM120A FAM91A1 FAT1 FAXC FBXL17 FBXO8 FCHO2 FEM1C FGF12 FGF9 FGFR2 FHIP1A FLT1 FNDC3B FOXA1 FOXO3 FSBP FSD1L FSIP1 FUBP3 FUT9 FZD3 GABPB1 GABRB3 GABRG1 GABRG3 GALNT1 GALNT7 GALR1 GASK1B GFPT1 GGACT GIPC2 GLS GNG10 GOPC GOSR1 GPM6A GREB1 GRPEL2 GTF2H5 GUCY1A2 HEATR5B HECW1 HEY1 HIC2 HIPK3 HNRNPU HOOK1 HRH1 HSD17B6 HSD17B7 IGF1 IGF2BP3 IL1RAP IL26 INO80D IQGAP2 IREB2 IRF2BP2 ITGA2 ITGAV JAG1 KCNA1 KCND2 KCNJ3 KCNQ3 KIAA1210 KLHL15 KLHL28 KLHL5 KLRC3 KPNA3 LARP4B LIMCH1 LIMS1 LIN7C LNX2 LPP LRP6 LRRC40 LRRC8B LSM11 LTA4H MAB21L1 MAGEB4 MAN1A1 MAP3K13 MAP3K2 MAP3K7CL MAP4K3 MARK1 MARK2 MBD2 MBNL1 MBNL2 MCM10 MDM2 MEIS2 MEX3C MGAT1 MGAT4B MIA2 MICU3 MIER3 MKRN2 MLLT10 MMAB MMP21 MOCS2 MPPED1 MSL2 MTDH MTMR6 MTX2 MTX3 MYCN MYEF2 MYLK MYO1D MYO1H MYO5B NAA50 NAALADL2 NADK2 NALCN NARS1 NARS2 NBEAL1 NCKAP1 NCOA7 NDUFA5 NEGR1 NEMP1 NETO1 NEUROG2 NHLRC3 NHS NLN NOVA1 NOX4 NR1D2 NR2E1 NR3C1 NRG3 NRN1 NRXN1 NUDT11 NUDT16 NUFIP2 NUP160 NUP42 OCIAD1 ONECUT2 PABPC1 PABPC3 PAH PALS2 PANK1 PARD6B PARPBP PAX5 PCDH11X PCDH11Y PCDH17 PCDH7 PCDH9 PCID2 PCNX3 PELO PER3 PEX3 PFKFB2 PHC3 PHF20L1 PHIP PHLPP1 PIAS2 PKNOX1 PLAC8 PLCL1 PLIN1 PPHLN1 PPM1L PPP1CC PPP1R15B PPP1R2 PPP1R9A PPP4R2 PPP4R3A PRKAA1 PROK2 PROX1 PRPF40A PRR16 PTPN4 PURA PXN PXYLP1 QKI RAB11A RAB18 RAB2A RAD51B RAD54B RALBP1 RALGPS2 RAP2A RAP2C RASSF8 RBBP7 RBM12 RDX RECK RERE RETREG1 RFX3 RICTOR RINL RMI1 RND3 RNF11 RNF5 RPS6KB1 RSBN1L RSF1 S1PR1 SAMD4A SAT1 SCAI SCAMP1 SCD SCML2 SDK2 SEC23A SECISBP2L SEL1L SEPTIN2 SERINC3 SERP1 SERPINE1 SESN1 SF3B1 SGPP1 SGPP2 SH3TC2 SHANK2 SHOX SLA2 SLAIN2 SLC10A7 SLC17A4 SLC27A1 SLC30A4 SLC31A1 SLC35A3 SLC35F1 SLC39A9 SLC44A1 SLC4A10 SLC4A7 SLC6A15 SLC7A11 SLC7A14 SLC9A4 SMAD2 SMARCA5 SMC2 SMC5 SNX10 SNX27 SORL1 SOX11 SP100 SP8 SPATA2 SPTY2D1 SRRM1 SRSF6 SSH2 SSX2IP ST13 STAC STIMATE STK3 STON1-GTF2A1L STRBP STX16 SUCO SYT16 SYTL2 TASOR TAT TBC1D15 TBC1D23 TC2N TCF12 TENT2 TERB2 TET2 THAP12 TIMM10B TLR1 TM4SF4 TMEM132B TMEM170A TMEM170B TMEM245 TMEM33 TMEM35A TMEM47 TMLHE TMPO TMX4 TNFAIP8 TOMM70 TP53TG3 TP53TG3B TP53TG3D TRAK1 TRAPPC10 TRAPPC9 TRIM8 TRIM9 TRMT10A TRPV3 TSHZ1 TSPYL1 TTC28 TWSG1 UBA5 UBE2D3 UBE2E2 UBE2G1 UBR7 UBXN2B UCHL5 UHRF2 USF3 USP25 USP37 VGLL3 VPS13C WAPL WDR26 XRN1 YBX1 YIPF5 YIPF6 YOD1 YTHDF1 ZBTB11 ZBTB14 ZBTB20 ZBTB21 ZBTB34 ZBTB41 ZC3H12C ZC3H18 ZCCHC14 ZDHHC21 ZEB1 ZFHX4 ZFX ZHX2 ZMYM4 ZNF236 ZNF354C ZNF610 ZNF638 ZNF770 ZNF805 ZXDA MIR552_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR552_3P ATP5MF-PTCD1 BIRC6 C8orf34 C9orf40 CARMIL1 CEBPZOS CSKMT CTDSPL2 CYP4A11 DMXL1 DNAJA4 DNAJB14 DTWD1 FAP FNDC4 FOXC1 GCNT1 GPM6A HMX2 IL10 IMMT JAK1 KIAA0930 LHX8 MAPK10 MBNL2 MEX3C MTAP MTFR1 MUC17 NDUFA6 NF1 NFATC2 NLGN1 NLK NR2C2AP NSG2 NUFIP2 PPM1B PPP6R3 RNF20 SAMD9L SEC14L2 SEMA6D SGK1 SKI SLC25A33 SLC30A9 SNRK SPDYA STRN3 TAOK1 TMEM131 TNRC18 TSC22D1 TSPYL5 WDFY2 WDR7 ZBTB14 MIR552_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR552_5P ABCD3 ADAMTS8 ADTRP AK3 ANKRD40 ARL13B ARL14EP ASAP2 ATAD2 ATP6V1A ATXN7 AVL9 BAZ2A BICD2 BLOC1S6 BRAF BZW1 C12orf40 C17orf78 CABP5 CACNA1H CADM2 CAND1 CAPZA2 CASP7 CCNJ CD28 CDC42EP3 CDC73 CDK17 CEP120 CHORDC1 CLCA2 CLIC5 CLOCK CNNM1 COPRS CREB3L2 CRISP3 CRY1 CS CTBP1 DCAF17 DDIAS DDX4 DENND1B DEPDC1B DGKH DMRT1 DNA2 DNAAF2 DNAJC21 DNAJC9 DOK6 DSC3 EBLN2 EBNA1BP2 EGR3 EIF3J ELF1 ELL2 EOLA1 ERRFI1 EVI5 EYA4 FAM210A FBXO30 FGF13 FOXO1 FXR1 GABRG1 GALNTL5 GAS2L3 GET1 GHSR GNPDA2 GOLT1B GPR146 GPR161 GPR180 HORMAD1 HYCC2 IFIT5 IFT80 IPO9 ITPR2 KCNAB1 KCNT2 KDM7A KHDRBS1 KIAA0319 LAMP1 LAMP2 LIN9 LMNTD1 LRIT3 MAP2 MAP3K2 MAPK14 MBNL1 MDFIC MRPL19 MTMR10 MTMR9 NAA50 NDFIP2 NECTIN3 NHEJ1 NOVA1 NUP93 OGDH OTX2 PALM2AKAP2 PAQR3 PDCD6IP PGPEP1 PHIP PIK3R1 PJA2 PKDCC PRELID3A PREX2 PTS RAB31 RAD54L RAI14 RANGAP1 RASA4 RASSF10 RB1 RIF1 RNASEH1 RNF103 RNF6 ROR1 RPRD2 SBDS SEC22A SERINC3 SGIP1 SH3D19 SHROOM2 SLAIN2 SLC12A2 SLC2A13 SLC39A8 SLF2 SMCR8 SNRPD1 SOCS7 SP4 SPEF2 SPTSSA SRSF1 SSTR1 STRN SUMO3 SV2B TAFA2 TGFB2 TMEM129 TMEM161B TMEM71 TOB1 TOR1AIP2 TRAPPC13 TRIM33 TRIM61 TRPS1 TSHZ3 UBE2B UBL3 USP31 USP38 UXS1 VSTM2A WBP4 WIF1 XPO1 XRN2 YAE1 ZBTB21 ZBTB44 ZCCHC14 ZFYVE16 ZNF557 ZNF831 ZNHIT6 ZYG11B MIR553 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR553 AMER2 ARID2 CTTNBP2 CUX2 EPRS1 FAM168B GOLGA6A GOLGA6B GOLGA6C GOLGA6D NR3C2 PLAGL2 SCGB1C1 SLC40A1 MIR554 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR554 ADARB1 C1orf116 CACNB2 CARS1 DDA1 EIF1 ENDOU GABRB2 LANCL1 NXT2 PIEZO2 PPP2R2A RBMXL2 SDR16C5 SEC31A SLITRK2 SMARCE1 TOX4 TRPC5OS WDR1 ZMYM6 MIR555 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR555 ABITRAM ABRAXAS1 AHCYL2 AMMECR1 ARL6IP1 ATXN1L BCAN CCSER2 CD44 CDKN2B CDY1 CDY1B CDYL CREG1 DISC1 DTWD2 ERCC6 ETNK1 FA2H GABRR1 GPR65 GPRIN3 GRM2 H2BC18 HSPA9 KCND2 MRPL11 MTHFD2L MYOC NALCN NHLRC2 NOA1 PDE3A PPHLN1 PRPF40A RBMS3 RC3H1 RPN2 SEM1 TRIM22 VCPKMT WDR26 YARS2 ZC3H13 ZFP3 ZSCAN25 MIR556_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR556_3P AGFG1 AK4 ANGEL2 AP1AR AP4E1 APLF ARIH1 ATP6V1C2 ATP6V1FNB BIRC3 BRD7 CCDC85A CCN4 CDH20 CEACAM5 CHN2 CIP2A CLDND1 CNNM4 CNOT2 CNTN1 COL4A1 CPEB3 CWC25 CYBRD1 CYP3A7 DAB2IP DAPL1 DCAF7 DCTN4 DGKH DNAL1 DTX3L EHMT2 ELAVL1 ELAVL4 ENPP1 ERG FCGR3A FCGR3B FGF14 FGFBP1 FGFR2 FYB1 G3BP2 GLIPR1 GPR180 GPRIN1 GRHL3 HECW1 HHIPL2 HINFP HOXD1 IHH IKBIP IMPA2 KATNAL1 KCNH1 KCNMB3 KCNN4 KCTD4 KIAA1958 KIN KRT12 LAMA3 MAB21L1 MAFB MAPK9 MED18 MGME1 MTMR9 NPAS2 NR3C2 NUAK1 PCP4 PEX14 PI4K2B PKIA PPM1B PPP2R5C PRPF39 PRR3 PRSS21 PRTFDC1 PSG11 PSG2 PSG3 PSG5 PSG6 PSG9 PSMB9 PTPRA PTPRF RAB22A RCBTB2 RETNLB RFC3 RGS9BP RIBC1 S1PR5 SAFB SENP2 SENP6 SLC25A4 SLC26A9 SLC27A3 SLC49A4 SLC6A13 SLMAP SMC5 SOCS1 SOX7 STX16 TAF1 TCFL5 TEK TM9SF3 TNPO1 TOMM20L TRAPPC8 TRIM36 TRNT1 TTC1 TYK2 UNC5C UPF1 VDR VTI1B YBX1 ZFP14 ZIC3 ZNF33A ZNF507 ZNF548 ZNF695 ZNF704 ZZZ3 MIR556_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR556_5P AGFG1 ANKRD20A1 ANKRD20A2P ANKRD20A4P ARL8A ATG12 BCL2L2-PABPN1 C6orf120 C9orf72 CCDC18 COLEC10 CREB5 DET1 DHX15 DHX40 F13A1 FNDC3B FUT1 GABPB2 GABRA6 GCC2 GPATCH8 GPCPD1 HIC2 HOXA1 IL18R1 KCNJ15 KLF6 L3MBTL3 LGALSL MRPS18C NWD2 OSR2 PABPN1 PIP5KL1 PPTC7 RIMS4 SGPP1 TMEM144 TMEM167A TMEM216 ZBTB46 MIR557 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR557 AADAT ADAM10 ADAM17 ADAM19 AGAP1 AGFG1 AGO3 AGPAT5 AKAP5 AKIRIN1 ALPI AMN1 AMPH ANK3 ANKRD12 ARID1A ARRDC2 ASH1L ATP11C ATRN ATXN7 AUTS2 BACH2 BCL11A BCL2 BCL7A BPTF BRWD3 C14orf28 C19orf44 C1orf74 C2orf74 C3orf80 CACNA2D1 CAMK4 CAMTA1 CASP7 CBX4 CCDC6 CCDC9B CDC42EP3 CGGBP1 CHODL CHRNA3 CLCN4 CLOCK CNKSR2 CNOT7 CPSF6 CRTAM CSMD1 CTNNA2 CUL1 CUL4A CXCR6 DAB2IP DENND1B DFFB DHRS12 DKK2 DLK1 DMRT2 DMRTC1 DMRTC1B DYRK1A EEF2KMT EIF4G2 ELK3 ENDOD1 EOGT EPC2 FAM43A FCRL3 FGFBP3 FLT1 FOXD4L3 FOXN3 FST GATM GEM GGNBP2 GLRA3 GMFB GP6 GRIK2 GRIP1 GRP GTF2H1 HACL1 HIPK1 HOMER1 IRF2BPL ISX JADE1 KCNN3 KCTD1 KDELR2 KHDRBS3 KIAA0232 KIAA0753 KMT5B KPNA1 KRBOX4 LACTB LCLAT1 LCOR LHX8 LIMS1 LONRF2 LPGAT1 LRRN1 LUM MACO1 MAP4 MARK3 MBNL3 MDGA2 MED13L MEIS1 MLLT11 MOB1B MRPS33 MS4A13 MTDH MTF1 NCEH1 NELL2 NEXMIF NPAT NR2C2 NUP43 NWD2 OLFML2B OLIG3 OXTR PAX6 PCDH19 PCDH9 PCLO PDE10A PDE3A PDE6C PDS5A PF4 PGRMC1 PIWIL4 PJA2 PLXNA4 PLXNC1 PNN PNPT1 POGLUT3 POLR1D PPHLN1 PPP1R3D PRDM1 PRKACB PRKCE PTBP1 PTPRD PTPRM RAB22A RALA RALBP1 RARG RASSF5 RB1 RBMS3 RBPJ REV3L RFX7 RGMB RIMS2 RPS6KB1 RUNX1 RWDD2A SACM1L SCLT1 SCN1A SCN3A SCYL2 SECISBP2L SEMA6D SENP7 SGMS1 SLC1A2 SLC4A7 SLITRK4 SNX13 SORBS2 SP3 SPTBN4 STAT5B SYT14 TAOK1 TASOR TET1 TFRC THAP6 TLCD4 TMEM245 TNPO1 TRIM63 TRIP13 TRPM1 TSPYL4 UBA6 UBE3A UNC13A UNKL USP9X UVSSA VOPP1 VPS36 WAC WWP1 XRCC4 ZBTB5 ZDHHC17 ZER1 ZFP1 ZNF268 ZNF440 ZNF85 ZSWIM6 MIR5571_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5571_3P AGAP3 AGFG1 AJAP1 ASAP2 ASXL2 CCDC85A CCNYL1 CHIC1 COL6A5 DCTN4 DNAJC16 EDA EIF1AX ERVH48-1 FBXL20 GDI1 GNGT2 GPR83 GREM2 LIX1 MACIR MBL2 METAP2 MRPL10 OAZ3 OSBP PAGE4 PCDH10 PHLPP1 PRKACB RBIS RFXAP SDHD SIX4 SLC16A10 SLC35F1 SLC39A14 SMG1 SRGAP3 STEAP2 TENM1 TMCC2 TOX4 UBE3D UNC5C UNK VPS53 ZSWIM6 MIR5571_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5571_5P ABI1 ACBD3 ACTN4 ACTR3B ADCY1 ADGRL3 ALDOB ANKRD12 ANKRD28 APBB2 ARHGAP28 ARID4A ASTN1 ATRN BCDIN3D BMP2 CADM2 CALHM4 CAMTA1 CAV2 CCDC105 CCDC126 CCDC191 CD226 CELF2 CFL2 CLN5 CNTLN COA5 CRELD1 DDHD2 DHX8 DIP2B DOCK8 DPP10 DTWD2 DYNLT3 E2F6 EIF4E ELN ENPEP EPB41L2 ERAP2 ETV1 FLRT2 FMN1 FOXP2 FYCO1 FZD3 G3BP2 GABRA4 GAD1 GNAI1 GPATCH2 GPR158 GPRASP3 GPRIN3 GRIP1 HCN1 HIPK1 HOMER1 HSF5 ID4 IKZF2 IL17RD IMPACT INTS2 ITGAV KDM7A KIF5B KLHL14 KLRD1 KLRF1 KPNA1 LDB2 LGMN LRP6 MAGEA12 MAGI3 MAP7 MAPK1 MDGA2 MDM1 MDM2 MED28 MEGF10 MIB1 MIER3 MIPOL1 MRPL30 MYSM1 MYZAP MZT1 NADK2 NFAT5 NOVA1 NR2F1 NUDT13 PAN3 PARP11 PDS5A PI15 PLEKHG2 PPP1R2 PPP3CB PRDM15 PRRC2C PSD3 PTMA PTPDC1 RAD51AP1 RGN RNF138 RORB RPF2 RPGRIP1L RSPH3 SAXO1 SCN8A SFRP4 SH3YL1 SHTN1 SLC19A3 SLC34A2 SLC41A1 SLC5A12 SLC7A11 SLCO6A1 SMARCE1 SNAP23 SP100 SRSF6 STAP1 STK32C STT3B SULT1C3 SUZ12 THSD7A TIPRL TMEM11 TMEM117 TMTC1 TOPORS TRIB3 TSC22D1 TSPAN2 UBE2K VPS37B VSTM2A WDR26 WEE2 YTHDF2 ZC3H4 ZDHHC6 ZKSCAN8 ZNF480 ZNF506 ZNF90 MIR5572 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5572 AFDN ASIC3 ATP5MG BRI3BP C1orf141 CAMTA1 CBX3 CBX6 CC2D1A CDK6 CLIP3 COL9A1 CTBP2 DAG1 DLX3 ELAVL3 EPHA3 FOXP3 GNA13 GPR55 GUCD1 H2BC18 HELZ HOMER1 IGF2 IMPG1 JADE3 KIAA1549L KIN KRT13 LCLAT1 LRRC18 LYSMD3 MCCD1 MEF2D MIOX MSS51 N4BP3 NAP1L5 NCR3LG1 NKAPD1 NUDT4 PATZ1 PCDH15 PCSK2 PDGFRA PIGA PKNOX2 PPP1R9B PPP6C PRAF2 PTPRA RAB31 RABL3 RIMS2 SHTN1 SLC25A23 SLC6A15 SOGA1 SPRED3 SRGN SRPRA SSH2 SSX2IP TAOK1 TFAP4 TGFBR1 TLN1 TMEM199 TMEM214 TMEM25 TNFRSF11B UBAP2L WIZ WNT4 WWTR1 ZDHHC15 ZNF143 ZNF32 ZNF345 ZNF385A ZNF629 MIR5579_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5579_3P ABCD2 ADAMTS3 ADGRE5 ADGRG2 ADNP ALDH9A1 ANKRD33B AP3M1 ASF1A ATRN BBS12 BBS9 BCL11A BCL11B BICC1 BTG2 CCDC34 CCL20 CCNYL1 CD36 CDC25A CDH7 CEACAM5 CEACAM8 CEP57L1 CFAP300 CFL2 CLIC5 CMBL CPEB3 CREBRF CSN1S1 CSRNP3 CTNND2 DAZ1 DAZ2 DAZ3 DAZ4 DAZL DCAF7 DCUN1D3 DIPK2A EGR3 ELF2 EML6 ETNK1 EXO1 FAM168B FANCC FASLG FBXL17 FBXO28 FCGBP FHIP2A GABRB2 GAREM1 GATAD2B GID4 GIMAP1-GIMAP5 GIMAP5 GLIS2 GLRA2 GPR34 GRAMD2B HBP1 HEATR5A HERC4 HIPK3 HNRNPU HOMER1 HOOK3 HPS5 HSD17B7 IFFO2 IL12A IL6R IPO11 IRAK1BP1 ITGB8 JAG1 KBTBD8 KDM7A KLF3 KLF5 LRRC57 LRRN1 LSM3 MACO1 MALT1 MAPRE1 MAST4 MCTP1 MGAT5 MIA3 MOSMO MOXD1 MSX1 MTM1 NCAPG NKIRAS1 NOVA1 NRL PBRM1 PDCD4 PDE6A PDIK1L PELI1 PHLDA1 PIGN PIKFYVE PLAG1 PLEKHA1 POM121 PPP1R3D PPP3CA PRDX3 PRKCE PRXL2A PURA RAB11FIP2 RAB1A RALGPS2 RAPGEF6 RASGRP1 RBM17 RBMS3 RECK RFX3 RIMBP2 RMND5A RNF217 RP2 SCML2 SCN8A SERPINI1 SESN1 SFT2D1 SKI SKP2 SLC22A15 SLC7A6 SOX7 SPRY2 STAG2 TENT4B TGFBI TNS1 TRIM33 TRMT5 TRMT6 TRPA1 UBE2D3 UBE2K UNC80 USO1 YOD1 ZBTB41 ZDHHC17 ZNF367 ZSWIM6 MIR5579_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5579_5P AADAT ACTR3 AMMECR1 ANKRD42 ASH2L BBX C17orf100 CCDC59 CDH6 CNTN1 COPS8 CRAMP1 CREB1 CRH CYFIP2 DEPDC5 DSG4 FBXO11 FEM1C GAPDH GJA3 GNA13 GPHN GUCY1A2 HDAC8 HELZ HNRNPR HOXC13 ICA1L IKZF2 KBTBD3 KCND2 KCNT2 LAMTOR3 LONRF1 LTBP2 LZTS3 MAFB MALT1 MAN2A1 MAP2K4 NCAPG2 NECAB1 NHS NR3C2 PALMD PAPPA PATZ1 PDE4A PHACTR2 PLEKHA8 PPP2R5A RAB11A RASGEF1A RBL2 RGS7 RIC8B RYBP SCN1A SEC24D SHTN1 SIAH1 SIN3A SLIT3 STAP1 TAS2R20 TFCP2L1 THBS2 TRAM1 TXLNG UBE3A ZCCHC2 ZFY ZMYM1 ZNF257 ZNF521 ZNF567 ZNF780A MIR558 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR558 ABCC5 ANKS1A APCS APOBEC4 AQP4 BCL2L11 BCL2L14 BTBD9 BTF3 CADM1 CAPRIN1 CARD8 CD84 CDKN2AIP CENPV CGREF1 CLIP2 CNOT6L COPS2 CUL3 DESI2 DIDO1 DIS3L2 DPF2 DPYSL2 DPYSL5 DTNA ECT2 EDARADD EDC3 ELF2 ELFN2 FBN2 FBXO41 FLNC FNBP4 GBP4 GIPC3 HECTD1 HMGB2 HOXA1 HOXA4 HOXC8 HS6ST3 ITGBL1 JAG1 KALRN KAT2A KAT6A KCNA1 LAMP1 LEFTY2 LPGAT1 LPP LRPAP1 LRRC1 LRRC73 MBNL3 MRPL12 MTMR2 MXI1 NAA30 NALF2 NECAP1 NIPA1 NIPA2 NPR2 NUDT2 OLFML2A OSR2 PBX2 PDE12 PDE7A PDS5B PLD1 PTBP3 PTPN11 PVR RANBP6 RAPH1 RBM46 RBSN RCOR1 RGS8 RMND5A RNF19A RNF8 SCGB2B2 SEC11A SENP7 SEPTIN8 SFXN1 SLC24A1 SLC35D1 SLC8A1 STK26 STK39 TARP TBC1D14 THSD4 TJAP1 TMCO4 TMEM140 TPM1 TRIP12 ULK1 WDFY1 WIPF3 WWC3 ZCCHC3 ZFAND5 ZFP14 ZNF217 ZZZ3 MIR5580_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5580_3P ABHD13 ACTC1 ADAM22 ADAMTS1 AFF4 AK4 AKAP12 AKT3 ALG10 ALG10B ANK3 ANKS1B ANO4 AP1AR APOL6 APOOL ARAP2 ARHGEF38 ARL17A ASPN ATF7IP ATP1B1 ATP2B4 ATP6V1A ATP7A ATRN ATRNL1 ATXN7L3 BCKDHB BLOC1S6 BMS1 BNIP3L BTAF1 CACNG7 CARMIL1 CASP8AP2 CCDC141 CCDC90B CCDC96 CCSAP CD109 CDC14A CDH23 CDK7 CEP135 CFAP47 CHORDC1 CLDN1 CLEC5A CLTC CNIH1 CNTN4 COL11A1 CREBRF CRPPA CSN2 CSNK1A1 CTR9 DACH1 DAPK1 DCUN1D4 DENR DICER1 DISC1 DNAAF4 DNAJB4 DPYSL2 DUSP10 ENOPH1 ENSG00000274333 ENSG00000276077 ENSG00000277067 EPHA3 EPHA4 EPPIN ERICH3 EVI2B EYA1 FAM76B FAXC FBXO27 FBXO38 FKBP14 FMO2 FNDC3B FNIP1 FXR1 GAB1 GABRA1 GABRA5 GABRA6 GABRB2 GGACT GIGYF2 GJB7 GPD1L GPR148 GPR65 HECTD2 HIPK1 HIVEP1 HMBOX1 HTR2C HYCC2 IGFBP1 IKZF2 IL17A INO80 INO80D INTS15 INTS8 IQCJ-SCHIP1 JADE3 JAZF1 KCNJ3 KCNMA1 KIAA2026 KLF4 KMT2E KPNA4 LARP1B LCA5 LEMD3 LEPROTL1 LIPT2 LOC102724701 LPP LTBP1 MAP4K3 MAPK1IP1L MEF2A MEGF11 MIA3 MKX MSC MSI2 MSTN MTMR10 MTMR2 NCAM1 NEXMIF NLK NRXN1 OSBPL8 PAX4 PAXBP1 PCDH10 PCNA PDE10A PFKFB3 PFN2 PHACTR2 PHC3 PHF20L1 PI15 PID1 PIK3R1 PLA2G12A PNN PNRC2 PPP3R1 PRDM1 PROX1 PRRG4 PTGER3 PUDP PUM2 RAB22A RAB2B RAB3IP RAP1B RASSF8 RCN2 RERG RNF11 RNF216 RORA RPA2 RPAP3 RPGRIP1L SCN2A SCN9A SELENOI SENP7 SERPINB5 SESTD1 SHISA9 SIPA1L3 SLC16A7 SLC2A13 SLC30A7 SLC4A7 SLC6A15 SLITRK5 SMIM10L1 SNRNP48 SNTG1 SOS1 SPAG9 SPRY3 ST18 STAG2 STARD13 STARD4 SUZ12 TAF1B TAF2 TAOK1 TARDBP TENT5A TET3 THAP1 TIGAR TMBIM4 TMEM108 TMEM154 TMEM168 TMEM215 TMEM51 TMEM64 TNKS2 TPD52L1 TRERF1 TRIM2 TRIQK TTC9 UBE2T UBR2 UNK USP15 USP28 VCAM1 VEGFA VKORC1L1 VPS13A VPS35L WDR44 WDR7 WRAP73 ZC3H12B ZDHHC20 ZDHHC21 ZMIZ1 ZNF101 ZNF236 ZNF281 ZNF407 ZNF532 MIR5580_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5580_5P ABHD3 ACER3 ACOT11 ADCY1 AGO2 ALKBH3 ARFIP2 ARMC1 ATXN7 B3GAT1 BACH1 BCL2L11 BCORL1 C17orf100 CABYR CARMIL1 CBLN3 CCND1 CD99L2 CDC23 CHP1 CHRM1 CLEC16A CMTM4 COL24A1 CSGALNACT1 DCAF7 DCSTAMP DLG5 DPYSL3 DUT EPHA8 EPHB2 FAM124A FAM193A FAM20B FAM216B FOXN2 GALNT4 GALNTL6 GPD1L HECTD1 HELZ2 HIP1R HIPK1 HIPK2 IGFBP5 IQCE ITPK1 KCNH7 KCTD4 KIAA1549 KPNA6 LCOR LIMK2 MAPK6 MINDY3 MLEC MMP24 MOCS3 MPI MSI1 NDUFC1 NEK6 NFIA OXSR1 P3R3URF-PIK3R3 PCSK2 PDE3A PHF21A PIK3R3 PKM PLAAT2 PLCG1 POC1B-GALNT4 PPFIA1 PPP1R12B PTPN1 PTPRK PTPRT PURA PXN RAB30 RAB43 RAP1B RAPGEF5 ROBO1 RREB1 SELENON SEZ6 SGTA SLC25A16 SLC6A6 SLC9A8 SLITRK3 SLU7 SNN SRGAP2 SRPK1 STAC STIM2 STON2 STX1A SYK TAS1R3 TBC1D10C TFAP2A THRB TMEM151B TMEM72 TPRG1L UGT2A3 VPS26C WIPI2 ZNF135 ZNF219 ZNF335 MIR5581_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5581_3P ABCB10 ADRB2 AMACR ANK3 APTX ARID2 ARIH1 ARL5B BEX1 BEX2 BEX3 BTG1 C8orf34 C8orf58 CAMK2D CCDC47 CCNT2 CERT1 CGGBP1 CHL1 CNKSR2 CNTNAP3B CNTNAP5 COL25A1 CPEB2 CPNE4 CSTF2T CTCF DDHD2 DIDO1 DMRTC2 DNAJA2 DNMT3A EBF1 EFCAB11 EGR1 ENTPD6 EXTL2 FAM118A FAM222B FBXL20 FBXO28 FGF13 FHL1 FOXN3 GPC3 GPR155 GUCY1A2 HERC2 HES7 IGFBP1 IL4R JPH4 KCNA2 KCNAB1 KCNH7 KCNK9 KLHDC2 KRT10 MAML3 MAP2 MAP3K1 MAP3K13 MAPK6 MB21D2 MBTD1 MCUR1 MDGA2 MED13 MFSD6 MYBL1 NFIA NFIB NFYC NHEJ1 NR3C1 NRF1 ORC5 PAQR9 PCED1A PHKA1 PIAS2 PLA2G4E PNPLA8 PPP1R9A PPP2CB PRAMEF15 PRAMEF25 PRAMEF4 PRKCI PRMT2 PRR20A PRR20B PRR20C PRR20D PRR20E PURB RAB3IP RAB4A RASA1 RETREG1 RIMS2 RNF146 RPL32 SDC2 SEMA3A SEMA3D SEPHS1 SERTAD2 SLC8A1 SLC9A7 SLITRK1 SPAM1 SPATA12 SRC SSX2 SSX2B SSX3 SYNE2 TACR1 TCEAL3 TCEAL5 TCEAL7 TIGD3 TLCD4 TMEM9 TMOD2 TMPRSS15 TMX3 TP53BP1 TPSAB1 TPSB2 TRARG1 TRHDE TSPAN2 TSPAN33 TTPAL TTYH2 UCHL5 USP49 YWHAE ZBTB25 ZC3H12B ZFAND5 ZNF354A ZNF439 ZNF440 ZNF829 MIR5581_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5581_5P ABCD3 ABL2 ADCY1 ANO3 AQP4 ATP6V1A BTG4 CAMK2G CCDC62 CHN2 CIBAR1 CPEB3 CSNK1D CUX2 EFNB1 FBLIM1 FBXL2 FGF1 FYCO1 FZD7 GABBR1 GMEB1 GPX5 GRAMD1B HUNK IFFO2 JMY KANSL3 KCNRG KDM5B LATS1 LHX6 MARF1 MAU2 MMP14 MORC4 MPP3 NEDD4L NWD1 ORMDL2 OSBPL8 PAFAH1B1 PDX1 PHOSPHO1 PI4KB POU3F2 PPFIA1 PPP6R1 PTPRE RCOR1 RPP14 SEMA5A SERPINA1 SH3PXD2A SHISA6 SHOC2 SHROOM4 SLCO2A1 SPATA5 STEAP2 SUV39H2 TBC1D9 TCEAL7 TFDP1 TGFBR1 THSD7A THUMPD1 UBAP2L UBXN10 UBXN7 UNC5D ZIC3 ZNF491 ZNF608 ZNF790 MIR5582_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5582_3P A1CF AAK1 ABCB10 ABCD4 ABHD6 ABI1 ACKR3 ACKR4 ACP7 ACVR1B ACVR2B ADAL ADAMTS18 ADAMTS19 ADAMTS5 ADCY2 ADD3 ADGRL1 ADGRL2 ADRA1A AFF1 AGA AGBL4 AGFG1 AGO4 ALCAM AMER2 AMFR ANAPC1 ANGEL2 ANKRD28 ANO5 AP4S1 APPBP2 ARFGEF1 ARFGEF2 ARHGAP21 ARHGAP32 ARL14EP ARPC3 ARPP19 ARRDC3 ASNSD1 ATAD2B ATG14 ATL2 ATRNL1 ATRX ATXN1 ATXN2 ATXN3 ATXN7 AVL9 B3GALT2 B4GALT6 BACH2 BAIAP2 BBS7 BCAP29 BCL10 BCL11A BCLAF1 BCLAF3 BMPR2 BRWD1 BRWD3 C17orf58 C17orf75 C18orf25 C1GALT1 C1R C2orf88 C3orf70 CADM2 CALHM5 CAMTA1 CAV2 CBFB CC2D2B CCAR1 CCDC117 CCDC169-SOHLH2 CCDC186 CCNC CCSER2 CD164 CD302 CD47 CDC14A CDC14B CDC42BPB CDCA4 CDK13 CDK19 CDK6 CDKL2 CDKN3 CELF5 CENATAC CGGBP1 CHSY3 CLVS2 CMPK1 CNOT6L CNTLN CNTN1 CNTNAP2 CNTNAP4 COIL COL19A1 COL24A1 COL5A1 COL5A2 COLCA1 CPB2 CPEB1 CREB1 CRHR2 CRMP1 CRTC3 CRYBA1 CSDE1 CSK CSTF3 CTAGE1 CTBS CTCFL CTDP1 CTSB CTSC CTTNBP2 CXADR CXCL3 CYP3A4 CYRIB CYSLTR1 DACH1 DAXX DAZ1 DAZ2 DAZ3 DAZ4 DBT DCK DCP1A DCTN5 DCUN1D1 DCUN1D5 DDX3X DENND1B DENND4C DERL2 DGKH DGLUCY DKK3 DLG3 DNAJB14 DNM3 DPPA5 DPY19L1 DR1 DSC2 DSCC1 DSG2 DTWD2 DYNLT5 DYRK2 EDEM3 ELAVL1 ELK4 ELMOD2 EML2 ENOPH1 EPHA5 ERCC6 ERICH3 ERP44 ESYT2 ESYT3 ETNK1 EVI2B EVI5 EXOC8 EYS FAM110B FAM120A FAM133B FAM169A FAM222B FAM53C FAM76A FAM76B FBXL2 FBXL3 FCHO2 FGF23 FILIP1 FKBP1A FNDC3A FOXN2 FRA10AC1 FRMD3 FRY FSD1L FYB1 FZD4 GABRG1 GABRG3 GADD45A GAS1 GCNT1 GDPD1 GFPT1 GIMAP1 GJA1 GLCE GLIS3 GNL3L GOSR1 GPALPP1 GPATCH2L GPM6A GPR22 GPR63 GPR85 GRIA2 GSK3B GUCY1A1 GUCY1A2 GUCY1B1 HACD1 HAND2 HDAC2 HECTD2 HELZ HERC4 HERPUD1 HERPUD2 HLTF HMGCS1 HNRNPR HOOK3 HOXA3 HTR2C HYCC2 ICE2 IDE IFT81 IGF2BP3 IKZF2 IL20 IL31RA INAFM2 INCENP INO80D INPPL1 INSIG1 IQCJ-SCHIP1 JAKMIP2 JMY JRKL KALRN KANSL1L KBTBD8 KCNH1 KCNN3 KDM5B KHDC4 KIAA0319 KIAA1143 KIF2A KIF3B KLF4 KLF9 KLHDC10 KLHL15 KLHL4 KRAS L3MBTL3 LARGE2 LATS1 LCA5 LCLAT1 LCOR LCORL LCP2 LGR5 LIN7A LNPK LONRF2 LPIN2 LRIG2 LRP6 LRRC1 LRRC28 LRRC8C LUC7L3 LUZP4 LY75-CD302 LYRM7 MAB21L2 MAFB MAGI1 MAML1 MAP2 MAP3K2 MAP4 MAPK4 MARCKS MATCAP2 MBLAC2 MED10 MED12 MED13 MED13L MED28 MED30 METTL14 METTL25B MEX3B MEX3D MFSD14B MGAT2 MIEF1 MIER3 MKLN1 MMP10 MOSPD1 MPZL3 MRE11 MREG MRGPRX2 MTCL1 MTDH MTF1 MTMR6 MTX3 MYEF2 MYO1B MYOF MZT1 NAV3 NBEA NEK7 NEMP1 NEXMIF NFAT5 NFIB NFKBIZ NINL NLK NOVA1 NR3C2 NR4A2 NRK NRXN1 NSL1 NT5C3A NUDCD1 NUFIP2 NXPE1 OCLN OLFML2B ONECUT2 OPHN1 OPRM1 OSBPL8 OTUD6B OTULINL PABIR2 PAFAH1B2 PAGE2 PAGE2B PAGE5 PAIP1 PAPOLG PARD6B PARG PATZ1 PBRM1 PCBP1 PCBP2 PCDH7 PCDHGA1 PCDHGA10 PCDHGA11 PCDHGA12 PCDHGA2 PCDHGA3 PCDHGA5 PCDHGA7 PCDHGA8 PCDHGA9 PCDHGB3 PCDHGB7 PCDHGC3 PCK1 PDLIM2 PGM3 PGRMC1 PHC3 PHF2 PHF20L1 PHF3 PHIP PIAS1 PIAS2 PIGP PIK3CB PIN4 PJA2 PLAGL1 PLD5 PLPPR1 PLRG1 PNISR PPAT PPIG PPIL3 PPM1A PPM1B PPP1R12B PPP3CA PPP3R1 PPP4R2 PPP4R3B PRDM2 PRIMPOL PRKCA PRLR PSEN1 PSIP1 PSPC1 PTAR1 PTPRG PTPRK QKI QSOX2 RAB27B RAB39A RAB3C RAD21 RAD23A RAP2A RAP2B RAPGEF5 RAPH1 RASGRP1 RASGRP3 RBBP7 RBM24 RBM47 RBMS3 RCC2 REST REV1 RHEX RHOF RIPK2 RNF138 RNF19B RNF217 RNF38 RNPEP ROBO2 ROCK2 RPF1 RPGRIP1L RPRD1A RPS6KA6 RRM2 RSBN1 RSKR RUFY2 RUNX1 RYK SAMD8 SASS6 SATB1 SCAI SCAMP1 SCG2 SCHIP1 SCNN1G SEC62 SEH1L SEL1L SELENOF SERINC5 SERP1 SERTAD2 SESN3 SF3B1 SFR1 SGCZ SGIP1 SGMS1 SH2D4B SH3BP2 SHC1 SHC4 SHCBP1L SHISA3 SHOC2 SHPRH SINHCAF SIX4 SKIL SLC12A2 SLC16A1 SLC1A3 SLC22A7 SLC25A16 SLC25A34 SLC2A13 SLC39A10 SLC44A5 SLC7A11 SLC7A14 SLC9A4 SLF2 SLMAP SMAD6 SMARCA1 SNAP91 SNRPD1 SOHLH2 SORCS1 SOX2 SPAG9 SPC25 SPCS1 SPDYA SPICE1 SPIRE1 SPRED1 SPRY2 SPTLC2 SREK1 SREK1IP1 SRP72 SRSF1 ST8SIA4 STARD4 STC2 STIM2 STK17A STK39 STK4 STT3A STXBP5 STYX SUB1 SUGCT SUPT16H SYTL2 TAF2 TAL1 TAOK3 TASOR TCEAL9 TCF20 TCF7L2 TDG TET1 TFAP2A TFCP2 TFRC THAP2 THSD7A THUMPD1 THUMPD3 TIAL1 TIAM1 TIPARP TJP2 TLCD4 TLK2 TMCC1 TMED5 TMEM123 TMEM158 TMEM255A TMEM38B TMEM74 TNFRSF9 TNFSF8 TNPO1 TOP2A TOR1A TOX2 TOX3 TP53BP1 TP63 TPMT TRAPPC10 TRIM23 TRIM33 TRIM5 TRIM59 TRIM60 TRIM9 TRIP11 TRIP12 TRMT13 TRPM7 TRPS1 TRUB1 TSEN2 TTC19 TTPA TVP23B TXK TXNRD1 TYW3 U2SURP UACA UBE2D1 UBR2 UGT2B10 URI1 USP33 USP53 UTY VCPIP1 VKORC1L1 WAPL WASF3 WDR41 WDR47 WDR64 WDTC1 WEE1 WNT5A XK YOD1 YWHAZ ZBTB20 ZBTB21 ZBTB33 ZBTB41 ZBTB6 ZDHHC21 ZFAND4 ZFHX3 ZFPM2 ZFX ZFYVE28 ZMYND11 ZNF100 ZNF148 ZNF175 ZNF280B ZNF280C ZNF396 ZNF468 ZNF493 ZNF518A ZNF555 ZNF606 ZNF618 ZNF620 ZNF652 ZNF680 ZNF704 ZNF711 ZNF713 ZNF736 ZNF772 ZNF780B ZNF814 ZNF860 ZYG11B ZZZ3 MIR5582_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5582_5P ABCA9 ABCD2 ABITRAM ABRA ACADVL ADAMTS5 ADRA2A AKAP6 ALDH1L2 AMOT AMOTL1 ANKHD1 ANKMY2 ANKRD27 ANKRD50 ANTXR2 AQP3 ARFIP1 ARHGAP29 ARHGAP44 ARHGEF37 ARL8B ARMC1 ATF7 ATF7IP ATP1A1 ATP2C1 ATRN B4GALT1 B4GALT5 BACE2 BCAT1 BCL7A BLOC1S5 BPNT2 C2orf69 CALCOCO1 CAMKV CAP2 CAPRIN2 CBL CC2D1B CCDC141 CCDC177 CCND2 CCR3 CD2AP CD84 CDCA7L CDCP1 CDH9 CDK19 CDK2 CDV3 CENPU CEP85 CHP1 CHST14 CHSY1 CLIC6 CLOCK CMPK1 CNOT6L CPA3 CPD CPSF4 CREB3L2 CREBRF CTDSP2 CTDSPL CTNNA3 CTNND1 CXADR CYB5A CYYR1 DDX3X DGAT2 DGKK DIP2A DMRTA1 DNAJB14 DNAJC1 DNAL1 DYRK2 E2F3 EAF1 ECI2 EIF3B EIF4EBP1 ELK3 ELL ELOVL5 ENDOD1 ENY2 ERGIC1 ESR1 EVI5 EYA4 FAM133B FAM177A1 FAM81A FBXW11 FCHO2 FLOT1 FLRT3 FMC1-LUC7L2 FMNL2 FNDC3B FRMD4B FSD1L FSTL5 FUT8 FZD5 G3BP1 GAB1 GALNT1 GAN GAREM1 GATAD2B GCH1 GDAP1L1 GDAP2 GDF5 GDF9 GGA2 GIT2 GLI3 GLRB GMFB GNA13 GNAL GOLGA6C GOLGA8B GOLGA8H GOLGA8J GOLGA8M GOLGA8N GOLGA8R GOLGA8T GOLGB1 GPATCH8 GPR171 GPT2 GRAMD1B GRID1 GSTCD HADHB HCN1 HDHD5 HECTD2 HIVEP1 HIVEP2 HOXD1 HSD17B10 HTATIP2 IQGAP2 IRF2BPL ITGB1 JADE1 JADE3 JAKMIP2 KAT2B KAT7 KCNIP1 KCNK4 KCTD9 KDM3B KIAA2013 KIF21A KIF24 KIF2A KPNA3 LAMC1 LANCL1 LEMD3 LIFR LIMCH1 LPP LRRC1 LRRTM2 LUC7L2 MAN2A1 MAP2K1 MAP3K2 MAP3K3 MAPK14 MAVS MESD MIB1 MINAR1 MINDY2 MON2 MORN4 MROH1 MSR1 MSRB3 MTM1 MTMR10 MTUS2 MYRF MYZAP NAPEPLD NAT8L NCOA4 NEDD4L NEK9 NEURL1B NFIA NID1 NIPSNAP2 NPAT NPY1R NR4A2 NSD2 NSUN2 NUFIP1 NYNRIN ONECUT2 OSBPL10 P4HA1 PAQR3 PAQR9 PARP16 PATL2 PCDH8 PCDH9 PDCD6 PDE12 PDSS1 PGM5 PGRMC2 PHF13 PICALM PIK3C2A PKN2 PLAG1 PLCB1 PLEKHF2 PLEKHG2 PLOD3 PLXNC1 POGLUT1 POLR3G PPIF PPM1E PPP1R2 PRC1 PRKAA2 PROX1 PRR14L PTBP1 PTBP3 PTPMT1 PTPN9 PTPRZ1 RAB11FIP5 RAB38 RAP1A RAPH1 RB1CC1 RFX3 RFX4 RHBDF1 RHBDL3 RHOB RHOG RNF135 RNPEPL1 RRAS RTL4 RYR3 S1PR3 SBNO2 SCAF11 SCN2A SCN3A SCOC SEC11A SEC24D SEMA6A SEMA6D SENP2 SEPSECS SERF2 SFT2D2 SGK1 SGPL1 SGPP1 SGSM1 SHC1 SHISAL1 SIX4 SKI SLAIN1 SLC16A1 SLC17A6 SLC25A37 SLC25A53 SLC30A3 SLC31A1 SLC31A2 SLC35D1 SLC35G1 SLC38A2 SLC7A14 SLC8A1 SLC9A2 SNTB1 SNTB2 SNX18 SOCS5 SOS2 SOX8 SP1 SPOPL SPPL2A SPTBN1 SRGAP1 SSMEM1 ST3GAL1 STEAP3 STK26 STK32A STON2 STT3A SUCO SUSD6 SYNJ2BP SYT14 TAOK1 TBX15 TCEANC TCF12 TCF3 TDGF1 TFDP2 TFEB TIMM8A TM9SF2 TMCO3 TMED1 TMEM128 TMEM263 TMEM33 TMEM41A TMEM47 TMEM87B TNRC6B TPST2 TRIM39 TRIM66 TSC22D1 TSHZ1 TUB TWF1 TWSG1 U2SURP UBE3A UBTD2 UHRF2 UMAD1 UNC5D USF3 USP1 USP14 USP38 UXS1 VAT1L VPS35 VPS4B WASF2 WDR44 WTAP XYLT1 YME1L1 YWHAZ ZBTB33 ZBTB41 ZCCHC24 ZDHHC2 ZFAND5 ZKSCAN4 ZKSCAN8 ZMPSTE24 ZNF131 ZNF304 ZNF398 ZNF436 ZNF449 ZSCAN22 MIR5583_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5583_3P AKAP10 ANXA4 AP2B1 ATRX BOLA3 C2orf66 CADM3 CCDC88A CDH9 CLOCK CREB1 CRTC3 CSF2 CUL3 DIP2B DLX1 DTD2 ENSG00000274333 ENSG00000276077 ENSG00000277067 FKBP7 FMR1 GABPA GNPDA2 GRIA2 HIBADH HIVEP1 HNMT HSPE1-MOB4 HYDIN IDI2 INPP5E ITGA9 LOC102724701 MEIS1 MOB4 NEGR1 NHS NIF3L1 NR4A3 NTNG1 NUDCD2 PALLD PAPPA PCSK5 PDCD10 PEX3 PGR PHIP PIEZO2 PIK3R4 PLPP6 POC1B PRLR RAP1GDS1 RINL SCAMP1 SCLT1 SCML2 SCN2A SCN3A SH3RF1 SKIDA1 SLC20A2 SLC30A7 SLC6A11 SMARCA4 SMARCAD1 SNTG1 SPTBN1 ST7 TADA2B TCF4 TIMM8A TLR4 TMEM202 TNFRSF11B TRABD2B TRIM50 TTC7B UACA USP1 VAMP4 WWP2 YTHDF3 ZNF26 ZNF566 MIR5583_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5583_5P ADAM9 ADD3 AFF4 ANK2 ARF4 ARID2 ARMCX1 ASAP2 ATF7IP ATRX B4GALNT1 BET1 BOLA2-SMG1P6 CACNB4 CADPS2 CALU CASR CCDC152 CCL4 CCL4L2 CDYL CEACAM7 CISD2 CNOT6L CNTD1 CPSF6 DDX3X DLEU7 DMRTB1 EFR3A ELOVL2 EPHA3 ETNK1 FAM169A FRMD4A FZD5 GALNT3 GPC6 GRB14 GREB1 IL20 KLHL24 LIN54 LTN1 MAP1B MARCHF5 MBNL3 MCL1 MDGA2 MLF1 MOXD1 NCAM2 NR2C1 NUTF2 PCM1 PDC PDZRN3 PHLDA1 PIK3C2A POLD3 PPFIA2 PPP2CB PRRX1 PTPN14 PTPRD PTPRG RBBP8 RHOQ S100PBP SCN8A SELENOT SEMA3E SETX SLC25A24 SLC35A5 SP8 SPATA18 SRSF1 SRSF11 STAR TBC1D12 TENT4B TEX12 THAP6 TIPRL TLR8 TMED2 TMEM106B TMTC3 TRIM33 TRMT10A TRMT9B TUBB2B UBE2D3 UBE2E1 UBE3C USP12 UVRAG VEZF1 WAPL WDPCP ZBTB33 ZC2HC1A ZEB1 ZMYM2 ZNF311 MIR5584_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5584_3P ADAM12 AFDN ANP32E AREL1 ARFGEF1 ATAD3C ATP2A2 ATP2B2 BCAR1 BCLAF3 BLOC1S5 CALR CAPN7 CCNL1 CCSAP CDC73 CDK14 CDYL CEP135 CGNL1 CHIC1 CISD3 CNMD CNTN4 CSH2 CXCL1 DACH1 DCAF4L2 DCSTAMP DDR2 DEFB110 DNER DOCK9 DPY19L1 DTL EIF3J EPHA6 FAM13B FBXO36 FBXW11 FERMT1 FLRT3 FNTA FOXO3 GH2 GNGT1 GPBP1 HACD2 HERC3 HHLA2 HNRNPH3 HTR1B HYCC2 IQCK KAT6A KATNBL1 KCNA4 KCNH7 KIAA2026 KICS2 KIF13A KIFC3 KPNA2 LARS1 LONRF1 LRRK2 LSM14A MAP3K2 MARCHF1 METRN MEX3D MTOR MYSM1 NAA15 NAAA NCAM2 NETO1 NFAT5 NFIA NLGN1 NUP50 OGFRL1 OGT PALM2AKAP2 PAN3 PCDH10 PCDHB6 PCNX4 PCYOX1 PDE6C PHF2 PIK3C2A PLAC8 PLEKHA1 POGLUT1 PPM1A PPP1R14C PREX2 PTPN4 RAB12 RAP1A RGS2 RIMS2 RIOK1 RNF149 RORA SAMD9L SAMSN1 SATB1 SATB2 SIRT5 SIX4 SLAIN2 SMAD5 SMG1 SPCS3 STMN2 SV2A TAL1 TBC1D19 TBC1D24 TENT2 TGIF1 THSD7A TMED4 TMEM117 TMPO TMSB4X TTLL12 UTP3 VASH2 VNN1 WASHC5 ZBTB10 ZBTB20 ZC3H12C ZNF225 ZNF704 ZSWIM6 ZZZ3 MIR5584_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5584_5P A1CF AAK1 ABCC9 ABHD2 ADAM23 ADIPOR2 ADNP ADORA3 AGER AHCYL1 AMMECR1L ANAPC10 ANKRD50 ANKRD6 ANOS1 ANXA4 ANXA8 ANXA8L1 APOOL ARFIP1 ARHGAP6 ATG4C ATP5IF1 ATP6V1G1 ATXN7L3B AUTS2 BAZ2B BBS10 BCL2L2-PABPN1 BOLA2-SMG1P6 BPNT2 BRD2 BRK1 BRWD3 BTBD1 C15orf61 C4orf46 CACNA1E CADM1 CADM2 CAMK2D CAPRIN1 CCDC157 CCNJ CD300E CD44 CDC37L1 CDIN1 CDKL3 CES4A CHD6 CHRDL1 CHTF8 CNOT7 COL25A1 COL4A5 COL6A3 CPEB2 CREB5 CUL4B CXADR DACH1 DCAF6 DCUN1D4 DEDD DNAJB14 DNAL1 DNALI1 DNMT3B DOCK3 DRP2 DYRK2 EDIL3 EIF4E EIF4E3 ELAVL2 ENY2 EP300 ERAP1 ESRRG EXOC6B F2RL2 FBXO32 FBXO42 FMNL3 FSBP G6PC1 GALNT13 GDAP2 GEMIN2 GLIS3 GLUL GNAI1 GNAQ GSK3B GUCY1A2 HACE1 HBD HDDC2 HLF HMBOX1 HORMAD1 IDI2 IL1RAP INO80D IQGAP3 KCNG3 KCNG4 KCNK13 KIAA0319 KIF1B KLHL12 KLHL24 KLHL31 KMT2A KPNA4 LARS1 LRP6 LRRK2 LRRN1 MARCHF4 MATCAP2 MEAK7 MED13L MED26 MFAP3L MLC1 MPPED2 MSL1 MTDH MTMR2 MYSM1 NAP1L1 NAV1 NEURL1B NKAPD1 NMNAT2 NOS1 NOXRED1 NPR3 NRSN1 NSD1 NTRK2 NUCKS1 NUFIP2 NUP58 OFD1 OSBPL1A OSTM1 PABPN1 PANK1 PAPOLA PAPPA PARP14 PAX4 PBX3 PCDH19 PCNX1 PCSK1 PDCD4 PGM2L1 PHACTR2 PHOSPHO1 PICALM PLA2G12A PLA2R1 POLI POU3F4 POU5F2 PPP1CB PPP1R12B PPP2R2B PRKAR1A PROX1 PRPF40A PRTG PTBP3 PTP4A2 PTPRJ PTPRQ PURA QSER1 RAB6A RABGEF1 RAD54B RBFOX2 RBL2 RBM12 RBM14 RC3H1 RCC2 RERG RIMKLB RNF13 RNF19A RPP30 RTBDN SCD SDC1 SGIP1 SH3TC2 SINHCAF SIRPB1 SLC10A7 SLC12A8 SLC22A18AS SLC39A12 SLC39A14 SLC44A5 SMAD2 SMG1 SNAPC1 SOCS7 SP1 SP6 SPAG9 SPATA8 SPRY2 SRBD1 SRPX SRPX2 SSTR1 STK10 STK17B STK35 STX6 STXBP6 SUMO1 SUMO2 SYT4 TAF12 TAFA2 TBL1XR1 TCTN3 THSD7A TM9SF4 TMEM127 TMEM167B TMX2 TNFRSF11B TNPO2 TRMT13 TRNP1 TSN TTC30A UBE2G1 UBFD1 UBXN7 USP49 VAPB VSTM2A VTA1 WNK3 XG ZMAT3 ZMYM6 ZNF41 ZNF562 ZNF609 ZNF680 ZNF695 ZNF703 ZNRF1 ZSWIM6 ZZZ3 MIR5585_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5585_3P ABCA1 ADGRG6 AIFM1 AOC3 API5 ARHGAP5 ARL6IP6 ASB9 BRIP1 CADM2 CASP14 CCDC82 CHCHD3 CNTN1 COL10A1 CRYBG1 CTSK CYBB DIP2A EFCAB7 EIF2S1 EIF4A2 ESYT2 ETFRF1 FAM169BP FAM217A FBXO4 FYB1 GALNT18 GSPT1 HMBOX1 HNRNPR IGFBP5 INSM1 INTU KERA KL KLHL15 LARP4 LCN15 LIMA1 LIN54 LNX1 MAB21L1 MARK1 MDH1 MIPOL1 MOBP MROH9 MT1B NEUROG1 NRG3 PALS2 PIGA PIK3R4 PIKFYVE PIN4 PPARGC1A PRKCE PRSS37 PXYLP1 PYROXD1 RAB3GAP1 RBM24 RGL4 RNF2 ROBO2 SEC24A SGCZ SGIP1 SH3TC2 SLC17A9 SLC19A2 SLC4A7 SMARCA1 SOS2 SRSF7 STRN SYNPO2 THRB TMEM135 TTN URI1 WT1 XRCC4 ZC2HC1A ZNF180 ZNF624 ZSCAN25 MIR5585_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5585_5P ACAD11 ADRA1B AGO3 AMDHD1 ANTXR2 AP1S2 APOLD1 ARHGAP5 ARMH4 ARPP19 ATP1A1 ATPSCKMT AUH B3GALNT1 BCAT1 BSN C1GALT1C1L CA8 CAPN6 CARD8 CFLAR CFTR CILP CLINT1 CLN8 CLNS1A CNEP1R1 CNTN3 CTSO CYB5D1 DDHD1 DISC1 DNAJC12 EBF3 EIF4E ENPEP ERCC6L2 FAM104A FAM13B FAM216A FAM24A FAN1 FBXL5 FBXO41 FGF7 FKBP10 FLG2 FOXO1 GABRB1 GNAS GRIA3 GRM7 GTPBP10 HARS1 HMGCS1 ILDR2 IRX2 ITGB8 KDM2B KDM5D LMAN1 LPCAT1 LRAT MAPK1 MCM9 MED13L MIP MOB1A MR1 NCAN NRK PAFAH1B2 PCCA PDCD10 PDE8B PHF20L1 PI4K2B PIK3AP1 PKN2 PPP1R14C PURB PZP RAB12 RAB6A RAB6C RAB6D RABL3 RB1CC1 ROBO2 ROPN1 RP1 RPRD1B RTKN2 SAP130 SASS6 SEPTIN6 SLC10A2 SLC11A2 SLC20A2 SLC24A2 SLC25A6 SLITRK6 SMIM8 SNIP1 SNRK SRR STK39 SUCNR1 SUMO3 TBC1D3 TBC1D3B TBC1D3C TBC1D3D TBC1D3F TBC1D3H TBC1D3I TBC1D3K TBC1D3L TFDP3 TFPI TOMM22 TOX TTC39A TTC39B TTPAL TVP23C UBE3B UNC45B UST VPS53 WWP2 XBP1 XYLT1 YME1L1 ZNF217 ZNF407 ZNF615 ZNF644 MIR5586_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5586_3P ADGRB2 ADRA1A AGO1 AHDC1 APBB2 ARHGEF5 BVES CACUL1 CCDC146 CLOCK COL2A1 DDX42 ELN EPB41 ERVW-1 FAM131B FLRT2 GNE HOXB9 KATNAL2 KIF20B KIF3C LCP2 LIN28B LRRN2 LUM MAP3K10 MAT2A MBNL2 MED21 PACSIN2 PDS5A PEG10 PLSCR1 PRKCB PTN RNF14 RORA RSU1 SPATA31A1 SPATA31A3 SPATA31A5 SPATA31A6 SPATA31A7 STRN4 SULT1C4 SYNC SYT14 TEAD1 VGLL3 WDR55 YWHAQ ZEB1 MIR5586_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5586_5P ABRAXAS1 ACTN4 AGPAT1 AIM2 ARHGAP12 ARHGAP24 ATRN BLZF1 C10orf90 CC2D2B CCDC126 CNOT6 COPS4 DEGS1 DERL1 DLX5 DSC3 EIF2AK2 ELN ENPP1 FAM89B FOXO1 GLIS3 GNAQ HIVEP2 HMGN2 HNRNPR HOXA1 HTATSF1 IGLON5 INTS6L ITCH JADE1 KLHL31 KLHL32 KLHL42 KRTAP1-5 LCP1 LGALSL LMO3 LRRC31 LRRK1 MAGI3 MBTD1 MGAT4A MITF MYL12B NOL3 NR3C1 NUAK1 OTOR PALMD PCDHGB5 POMGNT1 PRDM15 PRELID3A PRRC2C PTPN12 PURA RAD23B RASA1 RGS7 RIN2 RIT2 SLCO5A1 SNX4 STAG2 SUSD6 SVEP1 TFRC TMOD1 TNRC6B TRABD2B TRMT11 TRMT5 TXNL1 USP49 USP9Y ZNF215 ZNF324B MIR5587_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5587_5P ABCC1 ACER3 ADAMTS5 AGL AKIRIN1 ANK2 AP2M1 ARG2 ATG3 ATRX BBX BEND2 C11orf58 CACNA1B CACUL1 CAND1 CCN2 CD2AP CD93 CDK8 CELF2 COL1A1 COL25A1 CPNE3 CRIPT CSNK1G3 CSRNP1 CXCL12 DGCR8 DIPK1A DNAH5 DPH5 DYNC1LI2 DYNLT3 EFNB3 ELOVL1 FAF2 FDXACB1 FGFR1 G3BP2 GABRG3 GLP1R GLS HIPK3 HIVEP1 HS3ST5 IDH1 KMO LDLRAP1 LRRC40 LZTS2 MAN1A2 MAP3K5 MARS2 MTMR8 MYH1 MYO1F NIPAL4 NKAPL NPAT NR6A1 NSF NSMF NUS1 P2RY2 PCDH17 PCDHB13 PDE7A PFKFB2 PHF6 PHTF2 PIK3CB PPP6R3 PRDM1 PRKD1 PTBP2 RAB14 RAB21 RAB27B RALGAPB RBM4B RC3H2 RETNLB RNF146 ROCK2 RSF1 SCOC SGSM1 SLC15A5 SLC19A3 SMAD1 SMAD5 SMARCA2 SP1 SPRED1 TAFA1 TBL1X TCF12 TGDS TMED10 TNFSF10 TRAF3 TRIM23 TTPAL UBXN7 UGCG YIPF4 ZBED10P ZDHHC15 ZDHHC7 ZHX1 ZNF326 MIR5588_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5588_3P ABI1 ATP11B BZW2 CCDC6 CHMP5 CNEP1R1 CNKSR2 COX4I1 CPT2 DCAF12 DLX5 DVL2 E2F5 GABRR1 GLUL GNAI3 GPR137C GRID2 HBEGF IL7R LILRA4 LRIF1 LRRFIP1 MED13L MEGF8 NREP NXF1 OSTM1 PICALM PIK3R1 POGLUT3 PTPRD RANBP3 RSRC2 SEC62 SECISBP2L SEH1L SEPTIN8 SLC25A5 SUV39H2 SYT6 TPH2 TPT1 ZBTB14 ZFP36L1 MIR5588_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5588_5P ABRAXAS2 ACKR3 AFDN AGAP1 ALPK3 ANP32E ARHGEF38 ARMC1 BACH2 BCORL1 BNIP1 BRWD3 BTBD1 BTBD7 CDC26 CDX2 CHST15 COBLL1 COL13A1 CREBRF CSNK1G1 DKK2 DLEU7 DNAJC24 DPY19L2 EBAG9 EGLN1 ERICH3 FAM171A1 FBXO33 FOXJ3 GAN GCNT2 GPAT3 GTF2E1 GTSF1 HYCC2 ISX JMJD1C KRT32 KRT74 L3HYPDH LEPROTL1 LRIG3 LSM8 MAP2 MGAM MRGBP MUSTN1 MYBL1 N4BP2L1 NBEA NF1 NKAIN2 NRXN1 OSTF1 PDE6A PHACTR2 PIK3R1 PLPPR1 PLXDC2 PLXNA2 PPFIBP1 PPP1R9B RAB3C RER1 REST RIOK3 SC5D SDK2 SF3B1 SHOC2 SLC25A4 SLC38A2 SND1 STARD13 STIMATE-MUSTN1 STOX2 SV2C TAFA3 TLR2 TNP1 UBE2G1 USP16 VANGL1 WASL WRNIP1 XAGE1B YY1 ZNF512B MIR5589_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5589_3P ABCC9 ABR ACVR1B ADGRA1 ADIPOR2 AKAP13 ALG2 ANKRD44 APPL1 ARHGEF3 ARL8B ATP6V1FNB BLTP1 BOD1L1 BTBD7 C18orf25 CACNA1B CAMTA1 CAPNS2 CBL CBR4 CCDC169 CCNJL CCNT2 CCSER2 CD36 CD69 CHRNG CIC CLCN4 CNMD CNOT6L COL4A3 COX18 COX19 COX20 CPEB2 CTNND2 CYRIB DAAM1 DAGLA DDHD2 DDX42 DHX36 DMRT2 DNAJC1 EDEM1 ELK4 EN2 EPC1 ERC2 FAM83G FCHSD2 FGGY FOXO4 FRS2 FSBP GALNT16 GATA6 GNE GNG5 GPM6B GPR158 GPR173 GPR78 GRB10 HPSE2 HTATSF1 IBSP IFNA1 IFNA2 IKZF2 IL33 INO80D INSYN2A ITGA6 JMY JPH1 KBTBD12 KCND2 KCNQ5 LCOR LEMD3 LPGAT1 LYST MAP2 MAP2K1 MAP2K4 MAP3K1 MAP4K4 MAPRE1 MAU2 MBNL3 METTL8 MOCS1 NAPB NAT8L PASK PCDH11X PCDH11Y PDCD6 PDS5A PDSS1 PHOX2B PJA2 PLEKHG4 POTEM PPARGC1B PPP3CA PPP3CB PRDM1 PRDM15 PRDM2 PRKCE PRSS45P PSD2 PTGER3 PTPRD PTPRJ PTPRK RAD54B RASSF3 RGS17 RLF RNF32 RNF38 RRN3 RTF1 RXFP1 RYBP SARNP SATB2 SCARA3 SERTAD2 SLC16A14 SLC1A6 SLC25A36 SLC5A7 SMCO4 SOCS5 SORT1 SPARCL1 SPCS2 SPIN1 ST18 SYT4 TCEAL2 TCEAL5 TCF7L2 TET2 TFDP2 TM9SF2 TMEM30A TNFRSF9 TNKS TNRC6B TP53INP1 TRIO TRIQK TTPA USF1 VAMP1 VAMP7 WDHD1 WSB2 WWP2 YIPF6 ZBTB10 ZCRB1 ZFAND5 MIR5589_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5589_5P ABR AGAP1 APOBEC4 ARID4A ATCAY BBS1 BCL11B BCL2L11 BPY2 BPY2B BPY2C C2CD3 CDH4 CDK19 CNOT6 COL10A1 COL19A1 CSNK1E CWC27 DAZL DCUN1D1 DELE1 DGKE DHX57 EEIG1 EIF2AK1 ETV6 EXPH5 FOXO3 FRMD5 GIPC3 HDHD2 HECTD1 HEYL HNRNPU IGF2BP3 IRAK3 KCNA5 KCNJ6 KIF21B KIF24 KRT78 L1CAM LEF1 LLPH MAMDC2 METAP2 MMP24 MUC1 MYH11 NAGA NBEA NCAM1 NMNAT2 NXF1 ONECUT1 ORAI2 PIP4K2A PITPNM2 POU2F1 RIMS4 S100A12 SCAMP4 SGO1 SH3TC2 SLC24A2 SSR3 ST3GAL1 TENM1 TET3 TLCD4 TNS1 TSNARE1 VASH2 ZBTB39 ZDHHC3 MIR559 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR559 A1CF ABCA5 ABI3BP ACADL ACAT2 ACBD3 ACBD5 ACSL3 ACTN4 ACVR2B ADAM22 ADAM30 ADAMDEC1 ADAMTS1 ADAMTSL5 ADGRB3 ADH5 AFDN AFTPH AGTR1 AHSA2P AIDA AK3 ALG11 ANAPC1 ANGEL2 ANKH ANKRD10 ANKRD22 ANKRD26 ANKRD46 AP1AR APPBP2 AQP3 ARFRP1 ARID2 ARL13B ARL6IP6 ARMCX3 ARRDC4 ARSJ ASB3 ATP11A ATP1B4 ATXN2 ATXN7L1 B3GALT5 BBS10 BBX BCL11B BCL2L2 BEND7 BMI1 BMT2 BNIP3 BOD1L1 BRWD1 BRWD3 BTBD3 BTF3L4 BTG2 BTG3 C11orf87 C18orf25 C1QTNF3 C21orf91 C3orf38 C5orf24 C6orf120 C9orf40 CA8 CACNA2D3 CACUL1 CAMLG CAMSAP2 CAPN2 CARF CBFB CBX3 CCDC117 CCDC179 CCDC47 CCDC50 CCNB1 CCNG2 CCNY CCP110 CCSER1 CD163 CD99 CDK6 CEP120 CEP350 CEP57L1 CERS6 CFAP44 CFDP1 CFL2 CHN1 CHRNA7 CHST7 CHST9 CIAO2A CISD2 CLCN4 CLDN12 CLIP4 CLVS2 CMPK2 CNTN1 CNTROB COL11A1 COMMD3-BMI1 COQ6 CPNE4 CRACD CRIPT CSGALNACT2 CSNK1D CSTF2T CTNNA3 CUL4A CYBRD1 CYP3A7 DAAM1 DCDC2 DCUN1D5 DDIT4 DEFA6 DENND1B DHRS1 DIAPH3 DIP2B DNAJB14 DNAJB4 DOLPP1 DPY19L3 DTWD2 DUS4L DUSP7 DUT DYNC1I2 DYNC1LI2 ECPAS EDIL3 EEA1 EIF2AK2 ELL2 EPB41L5 EPHA3 ERC2 ETF1 EVI2A EXOC5 FAM111A FAM133A FAM135A FAM199X FAM221A FBXL3 FEM1C FGD4 FGFR1OP2 FGL2 FIGN FLRT3 FMNL2 FNDC3B FNIP2 FOXG1 FRMD5 FSBP FUT9 FYB2 FZD3 FZD5 FZD7 G3BP1 GABPA GABPB1 GABRA4 GALNT15 GAPVD1 GASK1A GATM GCC2 GCNT1 GFPT1 GLIPR1 GNAQ GOLGA6L2 GOPC GPALPP1 GPATCH11 GPC6 GPD1L GPD2 GPR155 GPR85 GPSM2 GRID2 GRIP1 GRM5 GRM7 GSE1 GSTCD GTF3C3 GUCY1A2 GUCY1B1 GULP1 HDAC9 HECA HIPK1 HLTF HMBOX1 HNRNPDL HOMER1 HOOK3 HOXD13 HTR2C IGF1 IGF2BP3 IGSF3 IKBIP IKZF2 IRAK1BP1 IRS1 ITGAV ITGB6 IVNS1ABP JARID2 KATNBL1 KCNJ3 KIAA1586 KIF20B KIF24 KL KLF10 KLF7 KLF8 KLRD1 KPNA4 KRT28 LACTB LACTB2 LANCL1 LARP4 LATS1 LCOR LCTL LIN7A LMCD1 LMX1A LNPK LPP LRP1B LRRC4B LRRC7 LRRTM3 LSAMP LVRN MAGT1 MAML1 MAP4K4 MAP9 MARCHF1 MARCHF6 MAST3 MAST4 MBIP MBNL2 MBNL3 MCF2L2 MCMDC2 MDFIC ME1 MECP2 MED4 MED6 MEIS2 METTL6 METTL8 MEX3D MFN1 MFSD8 MFSD9 MGARP MIDEAS MIER1 MIER3 MIGA1 MINDY2 MMD MMP16 MMUT MST1L MTA1 MTF1 MTFR1 MYCN MZT1 NAA30 NAT1 NAV2 NCKAP1 NDC1 NDFIP2 NEDD4L NEGR1 NETO1 NFAT5 NFKB1 NOS2 NOTCH2 NOTUM NR2C1 NRG4 NRXN1 NTF3 NUFIP2 NUMB NUP160 NUP50 NUP54 OAZ1 ODAPH OGFRL1 ONECUT2 PAPOLG PAQR9 PAX5 PCDH11X PCDH11Y PCLO PDCD5 PDE1C PDE4D PDZRN4 PGAM1 PGRMC2 PHYHIPL PITX2 PIWIL3 PLEKHG1 PLEKHH2 POLR2H POU2F1 PPARG PPEF2 PPHLN1 PPP1R2 PPP1R27 PPP1R9A PPP5C PRELID2 PREX2 PRKAA1 PRKAA2 PRKAG2 PRKG1 PROK2 PROSER1 PROX1 PRPF39 PRPF40A PRPF4B PRRC1 PSMC2 PTBP3 PTGFRN PTP4A1 PTPRG PTPRR RAB27B RAB8B RAD54B RALA RAP1A RAP2A RASGRP1 RASSF8 RBBP8 RC3H1 RESF1 RETREG1 REV3L RFC3 RFX7 RGPD4 RGPD5 RGPD6 RGPD8 RGS7BP RHOQ RHOT1 RHPN2 RIC1 RICTOR RMND5A RNF138 RNF149 RNF217 RO60 RORA RPS6KA5 RRAGD RRP15 S1PR1 SACS SAMD8 SANBR SCAMP1 SCARF1 SCML2 SCN1A SCN3A SCN8A SDC2 SDE2 SDF4 SDHB SEC22C SEC24A SECISBP2L SENP1 SERINC3 SERINC5 SESTD1 SETD2 SF3A1 SFMBT1 SFT2D1 SH3D19 SIX4 SKIDA1 SLAIN1 SLC24A3 SLC30A5 SLC4A7 SLC7A1 SLC9A6 SLCO5A1 SLU7 SMAD5 SMG1 SNAP91 SNX16 SOX30 SOX5 SPAG9 SPATA6L SPDYE1 SPOCK3 SPOPL SPTBN1 SREK1 SRI SRP9 SRSF3 SRSF6 SSR3 STEAP2 STXBP5 STYX SUMF1 SYNM SYT11 SYT14 SYTL5 TBC1D4 TBCA TBCK TCF12 TENT5A TFAM TFDP3 THEMIS THSD7A TIFAB TLCD4 TMED7 TMEFF2 TMEM135 TMEM167B TMEM200A TMEM255A TMEM65 TMTC1 TMTC3 TNFRSF21 TOLLIP TP53INP1 TPBG TPM3 TRA2B TRAM1 TRAM1L1 TRIM2 TRIM9 TRPC1 TRPC5 TRUB1 TTC13 TTC19 TXLNG U2SURP UBA6 UBE2A UBE4A UEVLD UGDH UGT8 UHMK1 UNC80 UQCRB URI1 UTP3 WAPL WDR26 WDR47 WDR7 WNK3 WWP1 XPNPEP1 YIPF5 ZBTB10 ZBTB11 ZBTB20 ZBTB25 ZBTB41 ZBTB44 ZC3H11C ZC3HAV1L ZCCHC8 ZDHHC15 ZDHHC2 ZDHHC21 ZEB2 ZFAND5 ZNF148 ZNF273 ZNF326 ZNF454 ZNF486 ZNF492 ZNF503 ZNF559 ZNF608 ZNF652 ZNF680 ZNF747 ZNF792 ZNG1A ZNG1B ZNG1C ZNG1E ZNG1F ZRANB2 MIR5590_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5590_3P AADAC ABCA1 ABCB5 ABHD10 ABHD13 ACADSB ACBD5 ACER3 ACKR3 ACSL6 ACTC1 ACTN4 ADAM20 ADAMTS1 ADAMTS5 ADGRB3 ADGRL3 ADIPOR2 AFF4 AHR ALS2 ANGEL2 ANGPT2 ANGPTL5 ANKIB1 ANKRD28 ANKS1B APPBP2 APPL1 AQP11 ARHGEF6 ARID2 ARID4B ARSJ ASB7 ATP13A3 ATP1B1 ATP1B4 ATXN7L2 B3GNT5 BAZ2A BCOR BHLHE41 BICD1 BMI1 BMPR1A BNIP2 BOD1L1 BRD1 BRWD3 BTBD1 BVES C11orf71 C8orf34 CA8 CADM2 CAPN10 CAPN7 CAV2 CBLN4 CCDC80 CCL28 CCNG2 CCNT2 CCSER1 CD109 CD5L CD69 CDK17 CDK19 CEP290 CEP57L1 CFAP65 CHSY3 CILK1 CISD2 CIT CLIC4 CLK4 CLVS2 CNEP1R1 CNTN1 COMMD3-BMI1 CPNE4 CREBRF CSMD3 CUL4A CXADR CYLD CYTH2 CZIB DAP3 DBR1 DENND1B DIAPH2 DIO2 DLG1 DLGAP1 DMD DNAI7 DNAJB4 DNAJC25 DNAJC7 DYNC1I2 DYNLT1 EFCAB14 EIF5A2 ELAVL4 EPAS1 ERH ETV1 EXO1 FAM131B FAM199X FAM91A1 FBXL3 FBXO30 FCHO2 FEM1C FGD6 FGF12 FGFR1OP2 FHIT FIGN GAB1 GAS7 GBP5 GCC2 GDNF GK5 GNG12 GOPC GPC6 GPR155 GUCY1A2 HAPLN1 HDLBP HELQ HIPK1 HNRNPH3 HOOK3 HOXD8 HSD11B1 HSPH1 HYCC1 IFIT5 IGF1 IGF2BP3 IGFL1 IL17F IL22 ITGAV KBTBD12 KCNA4 KITLG KLF10 KLF8 KNG1 KRAS LACTB LDB2 LEPROT LHFPL3 LMX1A LPP LRP12 LRP1B LSM8 MAGI2 MAL MAL2 MAN1A1 MAP3K2 MAP3K20 MAP4K3 MARCHF6 MARVELD3 MBNL3 MCM10 MCMDC2 MED12L MED14 MED17 MED28 MED6 METTL6 MFSD9 MID2 MKLN1 MLH3 MOSPD2 MRPS36 MTCP1 MTFR1 MTMR10 MTR MYCN MYO1D NALF1 NBEA NBN NCK2 NCKAP1 NEDD4L NENF NEXMIF NFAT5 NFE2L2 NFX1 NKX3-1 NPAT NR1I2 NR2C1 NT5C1B-RDH14 NUP133 OGFRL1 ONECUT2 OTUD4 PAIP1 PDCD6IP PDS5B PGM2 PHYHIPL PIK3C2A PIK3CA PLAUR PLEKHA3 POGLUT3 PPP3R1 PPP6C PRDM8 PRELID2 PRKG1 PROM1 PRPF40A PRPF4B PSAT1 PTP4A1 PTPN4 RAB11FIP5 RAB6B RAD50 RAP1A RB1CC1 RC3H1 RERG REST RGPD4 RGPD5 RGPD6 RGPD8 RHOA RHOQ RNF138 RNH1 ROBO1 RORA RPS6KA5 RRP15 RSF1 RWDD4 S1PR1 SACS SAMD12 SDHB SELENOT SGCE SGMS1 SH2D1A SH3KBP1 SIX4 SLAIN1 SLC12A2 SLC15A5 SLC18A2 SLC24A2 SLC25A21 SLC30A4 SLC7A11 SLC9A6 SMAD2 SMAD5 SNX1 SNX3 SOCS1 SOX7 SPAG9 SRSF6 SSH1 ST8SIA1 STAG1 STARD13 STAU1 STC1 STK17B STK38L STX17 STXBP4 SUPT7L SWSAP1 SYNJ1 TAFA1 TBC1D9 TBL1XR1 TCF21 TENM3 TMEM265 TMX3 TNS1 TOPORS TRIM13 TRIM2 TRIM23 TRIM36 TRPC4 TRUB1 TTL TVP23B TVP23C UBE2A UBE2D1 UBE3B UBE4A UFL1 USP9X VGLL3 VMP1 VPS50 VPS54 WWP1 YOD1 ZBTB11 ZBTB20 ZBTB37 ZC3H12B ZC3H12C ZCCHC14 ZDHHC2 ZFPL1 ZFPM2 ZMYND11 ZNF131 ZNF239 ZNF326 ZNF445 ZNF454 ZNF471 ZNF503 ZNF587 ZNF624 ZNF680 ZNF736 ZNF770 ZSCAN12 ZXDC MIR5590_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5590_5P ABHD13 ACTL10 ADAM22 ADAT2 AFF4 AGO3 ANGPT1 ANK3 ASCC3 ATG2B B4GALT6 BAX BICC1 C18orf63 C4orf46 C5AR1 C5orf15 CACNA1E CADM2 CCDC88A CCDC89 CD55 CEMIP2 CEP97 CFAP20DC CFL2 CHODL CISD1 CKAP2 CLHC1 COL11A1 CSTF3 DEPDC4 DLG2 DPY19L1 EBF1 ENTHD1 ERO1B ESR1 FBXO30 FBXO36 FGF23 FRMD6 FRS2 FSCB GGNBP2 GLIPR1L2 HELZ HOOK1 HOOK3 HYPK IFT122 IL1R1 KCNJ3 KIAA0753 KMT2C KRT40 LBH LPAR1 LRAT LRRC28 LUZP1 LYPLA1 LYSMD2 LYVE1 MAML1 MARCHF7 MICU2 MRTFB MYLIP NAV1 NKAIN3 NPAS4 NR3C1 OCIAD1 PACSIN2 PAQR5 PHF6 PREX2 PTCHD4 RAN REXO5 RNF145 RNF169 RRAGD SALL1 SAXO2 SCAMP1 SLC35F1 SLC9A6 SMARCA1 SNX20 SP100 SPART SS18 TAF9B TAX1BP1 TENM2 TMEM42 TPGS2 TRIM14 TRIM45 TSC22D2 USP25 WDR35 WDR43 YTHDF3 ZBTB2 ZC3H12C ZC3HAV1 ZIC4 ZNF100 ZNF329 ZNF695 ZNF714 ZNF880 ZNF99 MIR5591_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5591_3P A2ML1 ACTR2 ARHGAP36 ASTN2 CD8A CDR2L CLCA2 CLEC3A COL4A1 CPEB3 DNAJC3 EPAS1 GCOM1 HDAC6 HIF1A HIPK1 IQCK JPH1 JPH3 LEPR ME2 MTMR10 MYCN PATE2 PCDHB3 PJA2 PMAIP1 POLR2M RBBP6 RFX4 RRP1B SBNO1 SIM1 SLC66A3 SPCS2 SYNJ1 TBC1D22B TGFBRAP1 UPB1 UPF1 USP27X VEZF1 VPS13B XPR1 ZBTB34 ZMAT3 MIR5591_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5591_5P ABI2 AK9 ATP11A ATP8A1 ATP8A2 ATPAF1 CBX6 CCDC157 CDK19 CLEC4E COL9A2 DHRS2 DUSP23 EDA2R FBXO10 FLRT1 FOXP4 GINS2 HECTD3 HIC1 HMGA1 IPO13 KAT6A KIAA0513 LAMTOR3 LMX1A LY6G6C MAP3K2 MBNL3 MICAL3 MYCT1 MYO9B MYORG NETO2 NOA1 NPTX1 NUCB2 NUMA1 OR11A1 OR7D2 PLXNA4 PML PPFIA4 PPP1R18 PRX PTAR1 RAB9B RASGRP3 RBPMS2 RGR RHOBTB1 SHPRH SIRT2 SMCR8 SPRYD4 ST8SIA1 STK36 TBXA2R THRB TNRC6B USP54 VPS36 ZC2HC1C ZNF22-AS1 ZNF510 MIR561_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR561_3P ABCA5 ABHD13 ABHD18 ACAP2 ACBD3 ACP3 ACTR2 ACVR2A ACVR2B ADAM10 ADAMTS6 ADGRB3 ADGRE2 ADGRL2 AGFG1 AHR ALCAM ALG10B ALOX12 AMBN ANGPT2 ANKFY1 ANKRD13C APC APOL6 ARHGAP11A ARHGAP29 ARHGAP5 ARHGEF12 ARIH1 ARL5A ARL8B ARMC3 ARPIN ARPP19 ARRDC3 ATF7IP ATG14 ATP11C ATP6V0A2 ATP8A1 ATXN3 B3GALNT2 BAIAP2 BBS10 BCL11A BCLAF3 BCO1 BCOR BIRC3 BMAL2 BMT2 BPIFA3 BPNT2 BRAP BRD3 BRSK2 BRWD3 BTBD7 C12orf71 C1QTNF3 C1orf21 C8orf82 C9orf64 CAAP1 CACNA1B CACNG7 CARF CASK CASP1 CCDC85A CCDC92 CCL28 CCL4 CCL4L2 CCNH CDCA4 CDH19 CDK14 CDK6 CDKAL1 CDYL2 CEBPB CEP55 CFAP61 CGGBP1 CHSY3 CIT CKAP2 CLDND1 CLEC2B CNOT6L CNTN1 COL19A1 CORIN CPEB2 CPEB4 CRACDL CREB1 CRIM1 CRYBG3 CTNNB1 CUL2 CUL3 CUL4B DACT1 DAZ1 DAZ2 DAZ3 DAZ4 DAZAP1 DAZL DCBLD2 DDHD1 DENR DERA DHODH DHX8 DIDO1 DLGAP1 DNAI7 DNAJC25 DNAJC7 DNM3 DPY19L3 DSG1 DSP DYRK4 EBF2 ECM2 ECT2L EDIL3 EHBP1 EIF4E3 EIF5A2 ELAPOR2 ELAVL2 ELL2 EPHA7 ERCC6 ERV3-1 EYA4 FAM124A FAM135A FAM162B FAM177A1 FBH1 FBXL3 FBXO22 FERMT2 FGF12 FGF9 FNDC3A FOXO4 FYTTD1 FZD1 GADD45G GALNT2 GATM GBP5 GHR GIT2 GLS2 GMCL1 GNPAT GOLGA7 GOLIM4 GPR155 GPR158 GPR63 GPT2 GRIA2 GRIA4 GTF2A1 H1-0 HACD2 HAPSTR1 HDX HERC3 HIPK1 HMG20A HOOK1 HOXA5 HSD11B1 HSPA13 HSPA1A ID3 IFRD1 IKZF2 INO80D IPCEF1 IRS2 IWS1 KCTD3 KHDRBS3 KHSRP KIAA0232 KLF8 KLHL14 KLHL24 KLHL4 KPNA4 KRR1 KRT10 KRTAP3-1 KRTAP4-7 LCORL LGSN LMX1A LRATD1 LRATD2 LRP12 LRRC10 LRRK2 LRRTM3 MAGT1 MAK16 MAML2 MAP3K21 MARCHF5 MARF1 MARS2 MATN3 MBNL2 MBP MCOLN3 MED14 MEGF10 MFAP3L MGAT5 MIB1 MICU3 MID1IP1 MINDY2 MITD1 MKX MLLT1 MOCS2 MOSPD1 MR1 MTMR6 MTMR7 MYL12A MZT1 N4BP2L2 NADK NBN NCL NEK7 NETO2 NIN NKX3-2 NLGN1 NOTCH2 NR0B1 NR1D2 NR2F2 NR4A2 NRK NUCKS1 NUDT13 NUDT21 NUFIP2 NUP160 ODF2L OMG OPRM1 PAIP1 PAK2 PALS2 PAPOLG PARP4 PBX1 PBX3 PCDH11X PCDH17 PCDH9 PCDHB12 PCDHGA7 PCLO PCNX1 PCNX4 PDCL PDSS1 PEX5L PHF6 PHTF2 PHYHIPL PIAS2 PIGW PIP5K1A PKD2 PLAT PLCE1 PLK2 PLPPR1 PLSCR3 PLXNC1 PNPLA8 POLR2E POLR2H POMP POPDC3 POU2F1 PPA2 PPM1N PPP2CB PPP4R2 PRDM8 PRKAB2 PRKAR1A PRKCB PRKD3 PRKRA PRPF40A PRRG4 PRSS12 PSD3 PTGER3 PTPMT1 PTPN2 PTPN21 PTPN22 QKI QRICH1 RANBP3 RASAL2 RBM6 RC3H1 REEP5 RETREG1 RFX3 RFX7 RFXAP RIC8B RIMS2 RIOK3 RMI1 RMND5A RNF141 RO60 ROBO1 ROCK2 RORA RP2 RPS6KA6 RRAGB RRP15 RUVBL1 S100A2 SAMD12 SCAMP1 SCAP SCYL2 SDC1 SDC2 SEC61B SEPTIN7 SERF1A SERF1B SERINC5 SERPINH1 SETD1A SETD9 SFRP2 SFT2D1 SGPP1 SH2D3C SIX4 SLC12A1 SLC18A2 SLC25A15 SLC25A53 SLC35A1 SLC36A4 SLC39A10 SLC44A1 SLC45A4 SLC4A4 SLC4A7 SLC6A6 SLITRK4 SLTM SMAD3 SMARCA5 SNRPB2 SNRPG SOCS1 SON SORBS1 SOX2 SOX5 SPAG9 SPEN SPIRE1 SPRED1 SPRYD7 STAC3 STAU1 STC1 STK38L STX17 STXBP5 SYNJ1 SYT6 TAF10 TBX3 TENM4 TENT4B TET2 TEX14 TFDP1 THEMIS TIGAR TJP1 TLR2 TMED7 TMEM181 TMEM182 TMEM59 TMF1 TNFSF13B TNRC18 TNRC6B TNS2 TP53TG3D TP63 TPM3 TRIM13 TRIM2 TRMT10A TRMT5 TRUB1 TVP23B TVP23C TWF1 TXNDC12 UBE2H UBE2K UBE2W UBR3 UCHL3 UFL1 UNC119 UQCC1 URI1 USP15 USP44 USP9X VAPA VMP1 VPS13C VPS37A VSTM4 WDFY3 WDPCP WDR43 WIPF3 XPOT XRN2 YLPM1 YPEL5 ZBTB1 ZBTB18 ZBTB20 ZBTB21 ZBTB43 ZBTB44 ZBTB6 ZBTB8A ZC3H12C ZDHHC20 ZDHHC3 ZEB2 ZFAND6 ZFHX3 ZFHX4 ZFP28 ZFPM2 ZFX ZHX1 ZKSCAN7 ZNF117 ZNF131 ZNF148 ZNF195 ZNF280C ZNF280D ZNF454 ZNF471 ZNF503 ZNF662 ZNF768 ZNF770 ZNF816 ZNF99 ZYG11B MIR561_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR561_5P ABHD13 ACTG1 ADGRA3 AHCYL2 ALDH5A1 ALX4 APLF ARFGEF2 ARHGAP5 ASH1L ATP2C1 BCL11B BNIP1 BRAF CARNMT1 CCDC88A CD300LD-AS1 CFAP65 CKAP2 COL1A1 CUL4B DDX21 DDX4 DENND5A DESI1 DIP2B DMRTA1 DOK6 DYNLRB1 EEA1 EFCAB13 EHBP1 EIF3J EIF4G2 ELAVL4 ELOVL7 ERCC6 ERI2 FKBP1A FZD10 GABRA1 GATAD2B GLIPR1 GLO1 GOLGA8H GOLGA8M GOLGA8T GPATCH2 GPR88 GSPT1 GTF2H5 HEXIM1 HMBOX1 HMGB1 INSIG1 KCNN3 KDM7A KIF5B KLK7 LTB4R MAGEB1 MAGEE1 MAPK10 MAPK6 MDGA2 MDM4 MED1 MICU3 MINDY2 MMGT1 MMUT N4BP2L2 NAP1L1 NDUFA9 NID1 NME6 NMNAT2 NPM3 NTRK2 NUFIP2 OPA1 OSBPL8 PAPLN PAX7 PAXBP1 PCNX1 PDE7A PDK3 PDS5A PLIN5 PLXNA2 PLXNA4 PLXNC1 POGLUT1 PPM1E PRRC1 RAC1 RALA RANBP3L RASSF10 RBBP4 RCOR3 RDH10 REEP3 RERE REV3L SDF4 SELENOS SESN3 SH3RF1 SIGLEC5 SIRPB1 SKIL SLAIN2 SLC1A2 SLC4A11 SLC5A1 SLIT2 SLX4IP SMAP1 SORCS2 SPX STK35 STK4 TENM1 TMEM123 TMEM167B TMF1 TPH1 TRPC5 TRPM3 TSC22D1 UNC5C USF3 VPS37C WDR76 WNK3 WWC3 YOD1 ZCCHC2 ZNF236 ZNF384 ZNF449 ZNF461 ZNF480 ZNF655 ZNF708 ZNF737 ZNF804A ZNF99 ZXDB MIR562 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR562 ACTR2 ARHGAP17 ATP2B1 B3GALT1 C5orf47 CETN1 CLASP2 CORO1C COX5A CYLD DLD EFCAB7 ELL2 ENTPD1 ERICH5 FAF1 FAM120A FGFR1 GET1-SH3BGR GPALPP1 IRF2BP2 KCNMB4 MATR3 MCC ME1 MGAM2 MINDY2 MLH3 MRPS9 MTMR4 NECAB1 NEMP2 NR2F2 NRIP1 NTN4 PHF13 PIGA PNPLA1 POGK PTCD3 PTGFRN PTH2R PTPRG RAD51AP1 RANBP9 RC3H1 RFX3 RGPD1 SDR42E1 SERPINB9 SH3BGR SIRT5 SLC10A1 SOS2 SPTY2D1 TAF7L TBX18 TFDP2 TMA16 TMEM132E-DT TPGS2 ZBTB14 ZBTB41 ZBTB43 ZDHHC17 MIR563 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR563 BACH1 C2orf69 CAGE1 CLEC12B COL1A2 CPN2 CRPPA CTPS2 DYNAP GPC6 HTATIP2 IGLL1 ITGAV KMT2A LINC02901 MICAL2 MRPS30 MYO1D NAV1 NOP14 NRBP2 PBRM1 PDE11A PLEKHF2 RARS1 RNF111 RTN1 SEL1L ST8SIA3 TTC19 UHRF1 WNK3 ZBBX ZNF510 ZNHIT6 MIR564 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR564 AIPL1 CERS1 CMIP CNBP DAGLA DCANP1 FAM53B MPI NRGN PLXNA4 SIK3 SKI TBC1D2B ZIC2 ZIC3 MIR567 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR567 ABCG1 ABR ACER3 ACLY ADGRL2 ALG13 AMMECR1 ANKRD31 ARHGEF33 ARID1A ATG5 ATP1B1 ATRN B3GNT2 BNC2 BTAF1 C1GALT1 CADM2 CALB1 CAMTA2 CCDC170 CCDC6 CDK8 CEP162 CFAP97D1 CNIH3 CPSF2 CREBL2 DCAF16 DCC DDX60 DENND5B DIS3 DNMT3A DPYD EDA2R ELL2 FAM120C FAT4 FLT1 FOXI2 FXYD3 GABRB2 GATA6 GDPD1 GPALPP1 GPM6B GRAMD1C HIVEP3 HLA-DRA HOXC8 IGF1R KANSL1L KCNAB1 KCNV1 LCORL LHFPL6 MAGEA3 MAGEA6 ME2 MED10 MTF2 MTREX MYO1D NCBP1 NKAIN3 NTRK2 OLFM3 OSBPL10 PARVA PFDN4 PGR PNN PPP4R2 PSD2 PTAFR PTBP3 PUM1 QRICH1 RANBP17 RCOR3 RHOT1 RIMKLB SCARA3 SETD9 SGMS1 SKIL SLC26A7 SLITRK4 SLMAP SMOC2 SSBP2 STXBP5 SUCO SYNE1 TCEA1 THAP2 TRMT13 TRMT5 TTC26 UBE4B UBR3 UQCRC2 VPS13C WASF1 WDR64 ZBTB20 ZNF25 MIR568 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR568 ABHD13 ACKR4 ACOX1 ACTR6 ACVR1C ADAMTS1 ADK AGFG1 AKIRIN1 ALCAM AMMECR1 ANGPT2 ANP32A AP3M2 APLN APOOL ARFGEF3 ARL4C ARL6IP6 ARMCX4 BACE1 BEND3 BLZF1 BTBD1 BVES C10orf88 C1orf21 C2 CACNA2D1 CADM2 CAMK4 CAVIN1 CCDC141 CCDC144A CCER1 CCL1 CCNL1 CD40 CDCA7 CDK4 CFAP69 CFAP91 CHP2 CHST9 CLDND1 CLEC2D CLEC4D CLK2 CMTM6 CNTN5 COL13A1 COL6A3 CPPED1 CSMD2 CTNNA3 CYP26B1 DGKH DKK2 DLG2 DOCK2 DPH5 DPY19L4 DUSP1 EFNA1 ELAPOR1 ELAVL2 ENPEP ERAP1 EREG ESCO2 FAM13C FAM91A1 FBXO38 FBXO8 FCF1 FGL2 FHOD3 FKBP14 FOSL1 FRMD4B FRMD6 FST FUT9 FZD6 GAB1 GATA6 GCLC GLCE GPATCH2L GPR6 GRM8 GTF2H3 HEXA HGF HOXD13 HTR1F ID2 IFNL1 INSC INTS6L IRX2 JADE1 JAK1 JAK2 JRKL KCNMB2 KIF20B KLF12 KLF8 KMT2E LCORL LIMCH1 LIX1L LMO2 LRP11 LRP1B LRRC7 LYPD6B MAML2 MAP2K6 MAP3K7CL MATN2 MBTD1 MCC MCTP1 MED14 MEOX2 MFAP2 MFSD14A MFSD14B MFSD4A MIER3 MSL2 MTREX MYCBP2 NBEA NETO1 NEUROD1 NFAT5 NGF NHS NIPBL NOC3L NOTCH1 NOTCH2NLA NR2C2 NR4A3 NRG1 NUFIP2 NUP188 OPA3 PALB2 PAX3 PCBD2 PDE3A PGAP1 PGM3 PHC3 PHIP PIEZO1 PLCL2 PLD5 PLEKHA3 POLR1F POSTN PPIL2 PPP1CC PRDM1 PROSER2 PRXL2C PTPN4 PTPRG PTRH1 PURA PWP1 PYGO1 RAB20 RAC3 RAMAC RAP1A RAP2A RBIS RBM11 RBM20 REST REV3L RGS21 RGS5 RHOBTB1 RHOT1 RIC3 RIMOC1 RING1 RNF145 RNF214 RNF217 RORB SEL1L3 SEPTIN10 SERTAD2 SGCZ SH3BP5 SHE SIKE1 SIX4 SLC16A10 SLC17A2 SLC1A3 SLC35A3 SLC6A15 SLC7A11 SMTNL2 SMURF2 SNX2 SOCS4 SOX1 SPAST SPOPL SPPL3 SREK1IP1 SS18L1 STAMBPL1 STIP1 STOX1 STXBP5 SUMO4 SYNE3 SZRD1 TAF1L TBR1 TET2 TJP1 TMEM132B TMPRSS11E TRAK2 TRIP10 TSHZ1 TSHZ3 TTC13 TXNDC9 UNC80 USP44 USP45 USP49 VCPKMT VIRMA WNT3 WRAP73 XKR3 YIPF4 YY1 ZBTB41 ZC3H12B ZC3H18 ZDHHC3 ZFX ZIC5 ZKSCAN7 ZMYND11 ZNF268 ZNF362 ZNF454 ZNF621 ZNF684 ZNF736 ZNF800 ZSWIM6 MIR5680 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5680 ABRAXAS1 ABTB3 ACSL4 ADAM10 ADIPOR2 AFDN AFF1 AFF4 AGO3 AKAP5 AKAP7 AKT3 ALG10B AMACR ANAPC7 ANKRD27 ANKS1B ANTXR2 AP3M2 APBB2 APC APPBP2 ARHGAP12 ARHGAP42 ATM ATP8A1 ATP8B2 ATRX ATXN1 AVPR1A AZIN1 B3GALNT2 BANP BCAT1 BCL10 BEND4 BEST4 BMPER BPNT2 BTBD1 BTG1 C12orf75 C18orf32 CACNB4 CADM2 CALCRL CAMK1D CAMK2G CAMSAP2 CBFB CBLB CBX5 CCDC102B CCDC89 CCNA2 CD93 CDC40 CDH19 CDK6 CENPC CEP70 CERT1 CGGBP1 CHAMP1 CHD6 CHIC1 CHL1 CHMP2B CLCN3 CLCN5 CLOCK CNEP1R1 CNTNAP3 COL25A1 COL5A2 CPB1 CPEB2 CPSF6 CREB1 CREBBP CTCFL CTTNBP2 CUL4A CYCS CYP26A1 CYP2F1 CYP39A1 CYP4X1 CYTH3 DCAF6 DCUN1D4 DCUN1D5 DDOST DDX46 DENND1B DENND4A DESI1 DGKI DHX15 DIMT1 DISC1 DMD DNAJB4 DNMBP DOCK3 DOCK9 DPH6 DPP4 DPYD DRAM2 DST DUSP1 DYNC1I1 EDEM3 EDIL3 EGFL6 EIF4E EIF4E3 EIF5A2 ELMOD2 ENAM EOMES EP300 EPB41L4A EPB41L5 EPHA5 EPHA6 EPM2AIP1 ESR1 EXD2 FAM172A FANCE FAT1 FBXO25 FBXO48 FCHO2 FEM1C FGB FGF12 FGF2 FGFBP3 FHIP2A FNIP1 FOXK2 FRMD3 FRS2 FUCA1 G3BP2 GABPA GABRB2 GADD45B GALNT1 GALNT7 GAPT GCC2 GDAP1L1 GDNF GLRA2 GMCL1 GMFB GNAO1 GNB4 GOLPH3L GORAB GORASP2 GPATCH2L GPM6A GPR63 GRAMD1C GRAMD2B GRHL3 GRIK1 GRM4 GUCY1A2 GXYLT1 HACD3 HECW1 HECW2 HMGA2 HOMER3 HOOK3 HOXA7 HSPH1 HYCC2 IAPP IKZF2 IL1RAP IL22RA2 IL33 IMPG2 ISCU ITGB3BP JPH4 KANSL1L KATNBL1 KCND2 KCNG3 KCNJ15 KCNJ3 KDM5D KDR KIAA1549 KLF12 KLHDC1 KLHL12 KLHL36 KLHL8 KMT2C KPNA1 LARP4 LARS1 LIFR LMNB2 LNX2 LPP LRAT LRP3 LRRC34 LRRC4 LRRC42 LRRTM2 MAP2K4 MAP3K2 MAPRE2 MAX MBNL3 MBOAT2 MDM1 MED1 MED12L MEGF9 MITD1 MMAA MMP24 MON2 MOSPD1 MRE11 MSL2 MTCH2 MTUS2 MYO16 MYT1L NAA15 NADK NADK2 NCKAP1 NCOA2 NETO1 NEXMIF NFIB NLGN4X NLGN4Y NPAS3 NPM1 NPR3 NQO1 NR1D2 NRCAM NSD2 NSL1 NSUN7 NT5E NWD2 NXPH2 OAF OCRL OLFM3 OMG ONECUT2 OPHN1 OSBP2 OSBPL3 OSBPL8 P4HA2 P4HB PALMD PALS2 PANK1 PAPOLA PARP11 PAX3 PAX9 PCNX1 PCSK6 PDGFRL PDHX PECAM1 PEDS1 PGR PHC3 PHEX PHF2 PHF6 PHIP PHLDA1 PHLPP2 PIEZO2 PIGY PIP4P2 PITPNM2 PLCB2 PLEKHA5 PLXNA4 PLXNC1 POU2F1 PPM1E PPP1R15B PPP6R3 PRKACB PRKG1 PRLR PRRX1 PTBP3 PTGER3 PTPRJ PTPRN PTPRN2 PYURF RAB23 RAB2A RAB9B RABIF RALBP1 RAP1A RAP1GDS1 RAP2B RAPH1 RBM12 RBM27 RBM3 RBM47 RBMS3 REV3L RFXAP RHOBTB3 RHOJ RHOQ RIMS2 RNF111 RPS6KB1 RRM1 RTKN2 SANBR SAP30L SBDS SCD SECISBP2L SEL1L SENP6 SENP7 SEPTIN2 SEPTIN7 SERAC1 SESTD1 SFXN1 SH3BP5 SKIL SLC11A2 SLC16A12 SLC19A2 SLC22A4 SLC23A2 SLC25A15 SLC25A18 SLC25A40 SLC25A53 SLC26A7 SLC35D2 SLC40A1 SLC46A3 SLC6A15 SLCO6A1 SLF1 SLITRK6 SMAD7 SMARCA2 SMC5 SMIM7 SNCA SNCAIP SNX18 SOCS4 SOGA3 SPAG9 SPATA2 SPCS1 SPEF2 SPIRE1 SPOCK3 SS18 SS18L1 SSPN STIM2 STK17B STK3 STON2 STRBP STRN SUSD6 SUZ12 SYNJ2BP SYNPO2 TAB2 TAFA1 TAGAP TAOK1 TBC1D8 TBL1XR1 TCERG1L TCF12 TCHP TEAD1 TENM1 TESK2 TET2 THEMIS TLK1 TMEM123 TMEM132B TMEM135 TMEM167A TMEM196 TMEM214 TMEM255A TMEM97 TMOD3 TMTC3 TNFAIP8 TOR1AIP2 TPR TRDN TRIB2 TRIM33 TRIM5 TRPS1 TTC33 TTC9 TTF2 TXNDC16 TYW5 UBE2H UBE2V2 UHMK1 UNC50 VAV3 VGLL3 VLDLR WDFY3 WDR26 WDR76 WIPF1 WWC2 YPEL2 ZC3H8 ZCCHC2 ZDHHC20 ZKSCAN1 ZMAT4 ZMIZ1 ZMPSTE24 ZNF284 ZNF423 ZNF431 ZNF441 ZNF460 ZNF644 ZNF704 ZNF829 ZSWIM5 MIR5681A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5681A ACY3 ADIPOR2 AIDA AKAP11 ALG8 ALOXE3 AMMECR1 AMOTL2 ANKS1A ATM ATXN1 BAZ2A BPNT2 C5orf24 CAPRIN1 CBFA2T2 CBL CCNH CD68 CDC42 CDC42EP4 CDIP1 CDK15 CHRM5 CLINT1 CNNM1 COL4A4 CREB3L2 CREBBP CRYL1 CSMD3 CYP27B1 DAZ1 DAZ2 DAZ3 DAZ4 DENND1B DIRAS2 DNAJA2 EFNA5 EIF4E3 ENTPD4 ESRRG F13A1 FBXO42 FCN3 FJX1 FTO GABARAP GABRB3 GATAD2B GCA GEMIN8 GMPR GRIA3 GRIN3A GSK3B GTPBP3 HTR5A IGF1 INTS9 KALRN KAT6A KAT7 KCNB1 KCNRG KIAA1549 KRTAP4-8 LAD1 LARS1 LIN54 LRRC41 MAFG MAP3K19 MAP3K9 MICAL3 MRPL30 MTF1 NAP1L3 NAP1L4 NELFCD NFATC2IP NIPAL3 NPAP1 NPR3 NPTN NRSN2 NSD2 OAS2 PCBP2 PCNX1 PDC PGRMC2 PHF8 PIANP PKNOX1 PMP22 POLDIP3 POU3F4 PPME1 PPP1R12B PPP1R2 PRKN PTPRM PURA RAD51B RALGAPA2 RBM15B RC3H1 RHOT1 RTN4IP1 SAMD5 SENP1 SF3B4 SFTPA1 SHISA9 SLC22A23 SLC40A1 SMAP2 SMARCD1 SMG6 SNX27 SP1 SP6 STAM STIMATE STK4 STX1B SYK TACC1 TAF2 TENM1 TGIF2 THRB TM6SF2 TM9SF1 TMEM164 TMEM241 TMOD2 TRIB3 TRIM58 TSBP1 TSHZ1 TSHZ3 VAMP2 VAMP7 VPS35 WBP11 ZFC3H1 ZIC5 ZNF117 ZNF609 ZNF704 ZNF706 ZRANB1 MIR5681B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5681B ADD3 AGPS AK9 ALOX5AP ANTXR1 BECN1 CCDC177 CLMP COX10 COX11 CREB5 DNAJB1 DNAJB5 DNAJC14 DTWD2 FAM156A FAM156B FBXO8 FREM1 GABRP GAPVD1 HDAC9 IGF2BP3 IKZF2 IKZF4 JMY KMT5B KRT6B MAP4K4 MMUT MTF2 MYCN NHS NSRP1 NUP160 PHIP PIK3R1 PLEKHA3 PNKD PPARGC1B PRDM6 RAP1B RCOR1 RND2 SAXO1 SCYL3 SEC24C SH3GLB1 TCEAL9 TENT5D VEZF1 VWA5A WAC ZBTB44 ZNF334 MIR5682 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5682 ADAMTS10 ADAMTS17 ADAMTS6 ADAMTS7 ADAMTS9 AFAP1L1 AKAP5 AKT3 AMMECR1 AMMECR1L ANKRD13B ANKRD13C ANKRD27 ASAP2 ATAD2B ATP1B4 BACH2 BAK1 BCORL1 BMF BTG2 C11orf54 CALM3 CAMK4 CBX1 CBX6 CCNJ CCNT2 CCSAP CD276 CEP97 CFL2 CLDN1 CLEC2D COL15A1 COL19A1 COL1A1 COL1A2 COL22A1 COL25A1 COL2A1 COL3A1 COL4A1 COL4A5 COL5A1 COL5A2 COL5A3 COL6A3 COL7A1 CSGALNACT2 CSRNP2 DCAF12 DCUN1D4 DDX3X DGKD DGKH DICER1 DLG2 DLGAP1 DNMT3B DPYSL5 DRD1 DTWD2 DYNLT1 E2F7 EFNA5 EIF3J EIF4E2 ELF2 ELOVL4 EML5 EML6 EPC1 ERCC6 FAM241A FBN1 FEM1B FERMT2 FGA FOXJ2 FREM2 FSTL1 GOLGA7 GPATCH2 GPR37 GRIP1 HAPLN3 HBP1 HIF3A HMCN1 IFFO1 IFI30 IGF1 IL1RAP INA ING3 IQCJ-SCHIP1 IREB2 ISG20L2 ITGA11 ITGA6 JAZF1 KCTD3 KDM4B KIAA1549 KIF26A KIF26B KLHL28 KMT5C KNOP1 KPNA1 LPL LYPLA1 LYSMD1 MAP4K4 MAP6 MAPRE1 MARK3 MATCAP2 MBTD1 MCL1 METAP2 MOG NASP NAV1 NAV3 NCKAP5 NEXMIF NFIA NID2 NKIRAS2 NPAS3 NSD1 NUFIP2 OTULIN P3H2 PAN2 PCGF3 PDIK1L PDS5B PGAP2 PI15 PLEKHA8 PMP22 PPIC PRKG1 PRPF40A PTP4A1 PURG PXYLP1 RAB30 RALA RAPH1 RBAK RFX7 RGS1 RHOBTB1 RIC1 RLF RNF19A RNF39 ROBO1 SERBP1 SERPINH1 SESTD1 SETDB1 SGCB SGK1 SGMS2 SH3GLB1 SH3PXD2A SHROOM2 SIDT2 SIKE1 SIRT1 SLC16A14 SLC16A7 SLC6A14 SLK SMIM21 SMTNL2 SNTB2 SPARC SPRN SPRY4 SPSB4 STMN2 SVIL TDG TET2 TET3 TFAP2C TFEB TLL1 TMEM134 TMEM178B TMEM183A TMEM236 TNFRSF1A USP31 WDR41 WWTR1 XKR7 YWHAH ZBTB34 ZBTB5 ZC4H2 ZDHHC21 ZFP36L1 ZHX3 ZKSCAN4 ZMIZ1 ZMYM2 ZNF28 ZNF282 ZNF346 ZNF469 ZNF512B ZNF704 MIR5683 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5683 ACLY ADAMTS9 ADSS2 AFAP1L2 AFDN AFF1 AGA AK4 AMPH ANP32A ARHGAP15 ARHGAP36 ARSJ ASAP2 ASXL1 ATN1 ATP2A2 ATP6V1E1 ATXN7 AXIN2 BAHD1 BCKDHB BFAR BICD2 BPTF C1QL3 C9orf64 CACNB4 CADM2 CAMKK1 CANX CCDC141 CCDC81 CD59 CDC42EP3 CEP70 CNBP CNOT6 CNTNAP3B COL6A5 COLGALT2 CPEB3 CPLX3 CSPP1 CTTNBP2NL CXXC1 CXXC4 CYB5B CYB5R2 CYP3A7-CYP3A51P DACT3 DBH DCBLD2 DCLK1 DENND1B DEPDC1 DIP2B DIS3 DMRT2 DNAJB4 DTX3L DUOXA1 EEA1 ELAVL2 ENDOV ENSG00000255537 ENTPD7 EPC1 ETS2 FAHD1 FBXL19 FMR1 FNDC3B FYTTD1 GABRB2 GAS6 GFOD1 GRM3 HAO1 HDLBP HIVEP3 HLA-DRB5 HNRNPU HOXD10 HS6ST2 HSD17B4 INO80D IQCH IQSEC3 IRF9 ISX ITGA4 KAT6B KAT7 KCNMA1 KCNN3 KCTD21 KDELR2 KHSRP KIAA1586 KIF5C LACTB LMBRD1 LRIG1 LYPLAL1 MACROH2A2 MAP3K2 MAPK9 MBTD1 MED20 MEF2C MEGF11 MEMO1 MFAP3L MGA MGST1 MINK1 MMS22L MOB2 MOSMO MREG MS4A3 MTMR1 MUCL3 MYEF2 NAV1 NCKAP1 NCOR1 NDFIP2 NECAB1 NECAP1 NEMF NEU3 NIPSNAP3B NR3C1 ONECUT2 OTX2 PABPC1L2B PALS2 PARP15 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHAC1 PCDHAC2 PCM1 PDCD10 PJA2 PPM1B PPM1N PPP1R15B PRKAA1 PRKG1 PRPF40A PSMD11 PTBP3 RAB9B RABGGTB RALGPS2 RANBP2 RAP1A RBBP6 RBMS3 RFC3 RHOBTB3 RIC8B RO60 RPL15 RSBN1 RTF1 RYBP SCLT1 SCPEP1 SENP1 SERTAD4 SETD7 SH3RF1 SHOC2 SHROOM3 SLC15A5 SLC25A43 SLC25A44 SLC30A6 SLC30A7 SLC35G3 SLC4A9 SNRK SPATA6 ST8SIA2 STAU2 STK26 STYK1 SYNPO2 SYNPR TAL1 TAOK1 TBX18 TCEA1 TMA7 TMEM130 TMEM182 TMEM214 TMEM255A TMEM33 TMIGD1 TMOD2 TNFRSF11B TOMM70 TPM3 TRA2B TSPAN2 TSPYL1 TSTD3 TUBB1 TYSND1 UGCG ULK2 USP27X VLDLR XKR4 YPEL5 YWHAE ZBTB38 ZFAND5 ZKSCAN8 ZNF124 ZNF133 ZNF189 ZNF277 ZNF431 ZNF608 ZNF670 MIR5684 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5684 ACSL4 ADAM2 ADAMTS1 ANKIB1 AP4B1 ARIH1 ARL17A ATG14 B3GNT2 CBX8 CLHC1 CNTN1 CRYM CXXC4 EFHC2 FST FYB1 GTF2A1 HIVEP2 KLHL24 KPNA4 LILRA1 MED26 MIB1 MRTFB NHSL1 NKX3-2 PAPPA PPM1H RASA2 RCOR3 RGS4 RPS6KL1 SEMA3A SNTB1 TMX1 TNFSF18 TNPO2 XRN2 ZDHHC2 ZNF449 MIR5685 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5685 ADCYAP1R1 ADSS2 ALG13 ARHGAP21 ASB1 ATP8B1 BCAP29 C9orf72 CERT1 CFL1 CNR1 CNTNAP2 CPT1A DDX6 EMILIN2 EVC FAM217B FAM76A GALNT15 GINS2 GPBP1 GPRASP3 GRB2 GRIPAP1 HABP4 HNRNPR INHBB INKA2 INPP5A ITPRIPL2 KCND1 KDM3B KDM6A KIAA1549 KRBOX5 KSR2 LRRC4 LYSMD1 MARCHF1 MMD MMP14 MZT1 N4BP3 NAA50 NMT1 OCLN PCDH7 PHF21A PLEKHA3 RAB31 RIMS3 SGPP2 STAC2 STAG2 STK32B STRBP SUFU TBC1D8B TESK1 TMEM127 TNRC6A TREML2 TRIQK UBE2D4 VAMP3 VWA8 WFDC2 ZDHHC18 ZDHHC8 ZNF330 MIR5687 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5687 AXL BTBD3 C1GALT1C1 CAPZA1 CTNND2 CYP3A43 FOXO1 GOLM2 GZF1 HRNR HTR4 MCM9 MORF4L2 PDCD6 PDE7A RRAGC SIM2 SP2 SP8 WASHC5 MIR5688 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5688 AAK1 ABCE1 ABHD13 ACBD7 ACTA1 ACTC1 ACTR10 AGBL4 AGFG1 AIFM2 AK5 AKAP11 AKAP12 AKAP6 ALCAM ALG10B ALS2 ANKIB1 ANKRD13C ANKRD26 ANKRD6 ANLN ANTXR1 AP1G1 AP4S1 APOL6 AQP4 AREL1 ARF6 ARHGAP19 ARHGAP28 ARHGAP5 ARPC1A ARRDC3 ASB5 ASB7 ASTN2 ATF1 ATF7IP2 ATL2 ATP2B2 ATP8A1 ATP8A2 ATRN ATXN7 B4GALT6 BACH2 BAIAP2 BCAP29 BCDIN3D BCL11A BCL2L1 BCLAF1 BDNF BMI1 BMP7 BNC2 BNIP2 BPIFC BPNT2 BRINP1 BROX BUB1 C18orf25 C21orf62 C21orf91 C3orf33 C5orf22 CA13 CAB39 CACNA1D CADM1 CADPS2 CALU CAMK2G CAMTA1 CAND1 CANX CAPS2 CARD6 CAST CBFA2T2 CBFB CBLL1 CBX3 CBX5 CCDC126 CCDC88A CCNT2 CCSER1 CCSER2 CD9 CDC14A CDC37L1 CDC42SE2 CDC6 CDIN1 CDK14 CDK6 CDKN1B CDKN2B CDON CELF1 CELF2 CEP170 CEP70 CEP76 CERS6 CERT1 CFAP44 CFAP92 CHD6 CLCN5 CLDN10 CLEC6A CLIC4 CLOCK CMPK1 CMTM4 CNBP CNOT6 CNTNAP4 COL19A1 COL21A1 COL4A1 COMMD3-BMI1 COPB1 COPS7B CPEB3 CPNE4 CPOX CPSF2 CREBBP CREBZF CRIPT CSNK1E CSPP1 CSRNP3 CSTF3 CTNND2 CUL4B CXCL2 CYP26B1 CYTH1 DACT1 DCAF16 DCAF17 DCAF8L1 DCUN1D3 DCUN1D4 DDHD2 DDIAS DDIT4 DDX3X DDX3Y DDX52 DENND1B DENND5B DEPDC5 DGKH DICER1 DMRT1 DMRTC2 DNAAF5 DNAH7 DNAJC3 DNAJC6 DNAL1 DNER DPP8 DUSP6 DYNC1LI2 EEF1E1 EEF2K EFCAB5 EIF4G3 ELAPOR1 ELAVL1 ELF1 ELK4 ELL2 ENAH EPB41L3 EPB41L4B ERCC6 ERCC6L2 ERI2 ESM1 ETS1 ETS2 EVI5 EXOSC8 EZR F2RL2 FAM133A FAM169A FAM184A FAM91A1 FAT3 FBRSL1 FBXO28 FBXO30 FBXW7 FCF1 FEM1C FGF14 FGF17 FGF2 FGF5 FGF7 FIGNL2 FKBP5 FKTN FMN1 FNDC1 FNDC3A FNDC3B FOXK1 FOXO3 FOXP1 FRMD4B FUBP1 FUT1 FZD4 G3BP1 GAB1 GABRA1 GAGE1 GAS1 GATA3 GFI1 GFPT1 GLIS3 GMFB GOLGA7 GOLPH3L GORAB GPCPD1 GPM6A GPR155 GPR158 GPR180 GPR22 GPR63 GRIA3 GRK3 GRM7 GRWD1 GSE1 GTF2A1 GTF3C3 GUCY1A2 HBEGF HCCS HCN1 HDAC9 HESX1 HEY1 HGF HIGD1A HIPK1 HIVEP2 HJURP HMGCLL1 HMGXB4 HNF4G HOXA10 HOXC9 HSDL2 HSP90AA1 HSPA2 HSPA5 HTR1B HTR1E HTR2C HYCC2 IDI1 IER2 IGF1 IL1B IL25 IL6R ILF2 INO80D INPP4B INSIG1 INTS6 IRAG2 ITGA4 ITGBL1 ITM2A ITPK1 ITPR2 JAZF1 JUN KANK4 KAT2B KCMF1 KCNH5 KCNJ13 KCTD10 KCTD16 KDM2A KDM4A KDM5D KHDRBS2 KHDRBS3 KIAA0232 KIAA0513 KIF13A KIF1B KLF3 KLF5 KLF8 KLHL11 KLHL15 KLHL8 KLK10 KMT2A KMT2C KPNA2 KSR2 LAGE3 LAMP2 LAPTM4A LCLAT1 LHX2 LIFR LNPK LPGAT1 LRBA LRP6 LRRC25 LRRC4 LRRTM4 LYPD6 MACROD2 MALL MALT1 MANEA MAOA MAPK10 MAPK9 MAPKBP1 MARCHF1 MAST4 MBLAC2 MBTD1 MDC1 MDH1B MDM2 MECOM MED1 MED12 MED12L MEF2A MET METTL4 MEX3C MFAP3L MGAT2 MGRN1 MIB1 MID2 MINAR1 MINDY2 MKS1 MLEC MLLT3 MPHOSPH9 MPPED2 MRPS10 MS4A18 MSI2 MTA3 MTF2 MXRA7 MYEF2 MYNN MYT1L NAA15 NAALADL2 NAB2 NABP1 NACC2 NAPB NAPG NAT14 NAV1 NCAM2 NCBP1 NCF2 NDUFB6 NDUFS2 NEBL NECTIN3 NEK7 NETO1 NEURL1 NEUROD6 NEXMIF NFAT5 NFATC2 NFIA NFIB NFYC NHLH2 NHLRC3 NIPBL NKAIN1 NLGN1 NLN NMT2 NOTCH2 NPAP1 NQO2 NR2F2 NR6A1 NRBF2 NRXN1 NRXN3 NT5C2 NTN4 NTNG1 NUFIP2 NUP62 NUP62CL NXPE3 OCRL ONECUT2 OPCML OR2L13 OSBPL8 OTUD4 OTUD6B OTUD7B P4HA2 PABPC5 PAF1 PAFAH1B1 PAIP2 PANK3 PAPLN PAQR9 PASD1 PBOV1 PBRM1 PCDH18 PCDH20 PCDH9 PCDHB9 PCLO PCM1 PCNP PCYOX1 PDCL PDE11A PDE12 PDE3A PDE3B PDE4D PDHA1 PDLIM5 PDZD8 PELI1 PEX2 PEX26 PEX3 PFKFB2 PGAP1 PGM2L1 PGR PHC3 PHF1 PHF13 PHF21A PHF6 PHKG2 PHLPP1 PHLPP2 PHTF2 PIAS2 PICALM PIK3CB PKD1L1 PLAG1 PLCH1 PLCXD3 PLEKHG1 PLXNA4 PMP22 PNISR PNRC1 POGZ POU2F1 POU3F1 PPFIBP1 PPHLN1 PPIP5K2 PPM1A PPM1D PPM1K PPME1 PPP1CB PPP1R2 PPP3CA PPP4C PPP4R3B PPP6C PRDM9 PRELID3B PRICKLE1 PRICKLE2 PRKAA2 PRKAB2 PRKAG2 PRKAR1A PRKD3 PRKX PROM2 PRPF38B PRR11 PRR23C PRRG1 PRTG PRUNE2 PSAPL1 PSMC6 PSME3 PTCD3 PTEN PTK2 PTK7 PTPN13 PTPN2 PTPRA PTPRE PTPRJ QSER1 R3HDM2 RAB18 RAET1E RAI2 RALGDS RAN RAPGEF6 RASGEF1B RASGRF2 RASSF9 RAVER2 RBM12 RBM20 RBM46 RBM7 RBMS3 RBPJ RC3H1 RDH10 REV1 RGS17 RHOU RICTOR RIMKLB RIMS4 RLF RLIM RMI1 RNF4 ROBO1 RORB RPGRIP1L RPRD1A RPRD1B RPRML RPS6KA3 RRP1B RUNX1T1 S1PR3 SAMD12 SAMD4A SAP18 SAR1B SATB1 SATB2 SCAI SCD5 SCEL SCG2 SCN2A SDC3 SEC24A SEC62 SEL1L SELENOI SENP1 SENP2 SENP6 SEPTIN11 SEPTIN7 SEPTIN8 SESN3 SESTD1 SFMBT2 SFPQ SGCE SH3BGRL2 SH3PXD2A SHOX2 SHPRH SHTN1 SKIDA1 SKIL SLC16A10 SLC17A6 SLC2A14 SLC30A7 SLC35B4 SLC35F2 SLC41A3 SLC44A1 SLC44A5 SLC6A15 SLC7A14 SLITRK2 SLX4IP SMAD9 SMC5 SMIM14 SMIM7 SMNDC1 SNAP25 SNIP1 SNRPB2 SNRPD1 SNX30 SOAT1 SOWAHC SPAST SPEN SPIN4 SPTSSB SREBF1 SREK1 SSX2IP ST18 STAT1 STAT3 STK17A STK32B STK4 STOX2 STXBP5 SUCO SULT2A1 SUMO1 SUPT16H SYT15 SZRD1 TAF1 TAFA2 TASOR TBL1XR1 TCF4 TDRD1 TDRD5 TEAD2 TENM1 TENT5A TESC TESMIN TEX261 TFAP4 TFDP1 TGFB2 TGFBR3 TGIF2 THBS2 THRB THSD7A TIGD6 TIMM21 TLE3 TLK2 TM4SF1 TM9SF2 TM9SF3 TMED2 TMED9 TMEFF2 TMEM167A TMEM170B TMEM19 TMEM268 TMEM33 TMEM39A TMEM41B TMEM47 TMEM64 TMEM9B TMX1 TMX3 TMX4 TNC TNFRSF1B TNFRSF21 TNKS TNRC18 TNRC6A TP53INP1 TPD52L3 TPTEP2-CSNK1E TRIM32 TRIP11 TRIQK TRMT9B TRPC1 TTC6 TULP4 U2SURP UAP1L1 UBA52 UBA6 UBE2D3 UBE3A UBN2 UFM1 UNC13C UNC5C UNG UPB1 USP15 USP32 UTP23 VDAC2 VEZF1 VGLL3 VGLL4 VPS13D VPS35 VTA1 WASHC4 WBP1L WDTC1 WIPF1 WIPI2 WNK1 XYLT1 YOD1 YTHDC1 ZBED4 ZBTB20 ZBTB37 ZBTB41 ZDHHC21 ZFAND5 ZFHX3 ZFHX4 ZFR ZFX ZMPSTE24 ZMYM2 ZMYM5 ZMYND11 ZNF234 ZNF264 ZNF273 ZNF280B ZNF280C ZNF280D ZNF281 ZNF292 ZNF318 ZNF362 ZNF391 ZNF43 ZNF431 ZNF503 ZNF518A ZNF548 ZNF592 ZNF599 ZNF704 ZNF708 ZNF804A ZNF850 ZNRF2 ZRANB2 MIR5689 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5689 ACSL3 ACVR1C ACVR2A ADAM23 AFF4 AMACR AMBN AMD1 AMPH AP3B1 ARAP2 ARF6 ARRDC4 ATF1 ATP11A BACH2 BCL11A BPTF BRINP2 C9orf40 CARMIL1 CASZ1 CCN4 CHML CHST11 CKAP2 CLOCK CNIH4 COPS2 CTDSPL2 CTNNA2 CWC27 DAB2 DACH1 DCHS2 DESI2 DR1 EGR2 EHD3 ELMOD1 ENOPH1 EPHA3 FAM120A FAM168A FAM168B FGF12 FMR1 FOXO3 GABRA6 GALK2 GAS1 GATA2 GNAI1 HECTD1 HK1 HNRNPK HTRA1 IKZF5 IL1RAP IRF2BP2 ITGBL1 JMJD1C KALRN KLF13 KRTAP2-3 KYAT3 LCLAT1 LDB2 LINC01517 LMO4 LPAR1 LRRC1 LYSMD3 MAML2 MAP9 MAST4 MEF2C MOB4 MOSPD1 MSI2 MYEF2 MYT1L NAPEPLD NCK1 NFYB NPTX1 NR4A3 NRIP1 OTX2 PAIP1 PANK1 PAX4 PIGA PKP4 PLS1 PPM1B PPP3CB PPP4R3B PRR16 PRRG1 PRRT2 PRXL2C PTK7 PTPN12 PTPRB PUDP RAD51C RBM47 RECK RERGL RHOH RNF6 SAMD12 SATB1 SEMA4F SEMA6D SGO1 SH3BGRL SLC16A7 SLC25A53 SLC39A10 SMAD1 SNX18 SOCS5 STEAP3 STX16 TAB3 TACC2 TAF1 TASOR TBPL1 TET1 TEX101 TMED4 TMEM168 TMTC3 TNRC6B TOGARAM1 TRIM33 TSHZ1 TSPYL1 TXLNG UBE2D1 UBE2E3 UBFD1 UBR5 UTRN UTS2B VEZF1 WSB1 ZFR ZNF594 ZNF644 ZNF780A ZNFX1 ZSCAN4 MIR569 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR569 ABTB2 ACSL6 AQP4 ATG7 BARD1 CCPG1 CDK2AP1 CFAP58 CLCN3 CLDN1 CNGA3 CNOT7 CP DCP1A DEPTOR DNAJC13 E2F5 ELAVL4 FGF9 FOS G3BP2 GAB1 GMFB GPR82 KIAA1549 KLHL8 LMNB1 LPAR6 LRRC8B LRRTM3 MAP4 MELTF MFSD6 MOSPD1 MPDZ NDUFA8 NEBL PALS1 PCDH17 PCDHA9 PDSS2 PNPLA8 PTPRZ1 RAB39B RASGEF1A RBM24 RSBN1 RUNX1T1 SLC18A2 SLC35A3 SLC39A10 SLC39A12 SMARCA4 SMARCA5 SMG1 SMIM9 SNX4 SPRED2 STX17 SV2C SYT15 TAOK1 TBC1D15 TCAIM THAP10 TLE4 TMEM267 TP53INP1 TTC3 UCHL3 VEGFA VTI1A WWP2 ZFAND6 ZFP90 ZNF407 ZNF793 MIR5690 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5690 ANP32B ANXA1 APAF1 ATP9A B4GALT5 BCHE BPNT2 BRINP3 BTBD10 CCND2 CFL2 CLDN11 CNTNAP2 CTCF CTPS2 CYP4F11 DOK6 DVL2 DYNC1I1 EIF2S3 EIF4ENIF1 EML6 ETS1 EXOC8 FBXL20 FCHO2 FRYL GEMIN2 GFRA1 GFRA4 GPR137B GPR158 HMGB2 HMGCR HSD3B1 HSPB8 HTR7 IRAK1BP1 ISCA1 KIAA1549L KIR3DL1 LIFR LRPAP1 MAGIX MCOLN3 MDM4 MEOX2 MPRIP MRPS35 MTSS1 MYLK4 NCAM1 NEFH NEXN NOTCH3 NOVA1 NXPH1 OSBPL3 OTUD4 PACS2 PCDH17 PCSK1 PDPK1 PITPNB PLAGL2 PPDPFL PSD3 RASEF RBFOX2 RBM15 RBM22 RBM27 RBMS1 RHOT1 RIN2 RLIM RSBN1 SDC2 SELENOS SEMA4G SHANK2 SLC16A10 SLITRK4 SMC2 SNAP25 SNRNP48 STK38L SV2A SYDE2 SYNRG TAF5 TCF7L1 TEAD1 TFG TFR2 TIMP3 TMEM43 TRIM23 TTC39C UBE2E3 UBE2J1 UGT8 USP32 USP37 USP6 USP6NL VPS13D WNT3 WWTR1 YLPM1 YWHAB ZHX1 ZNF468 ZNF483 ZNF528 ZNF543 ZNF652 ZNF800 MIR5691_MIR6805_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5691_MIR6805_3P ABCC6 ACSM5 ADCY1 ADRA2A AMBN ANK3 ANKFY1 ANKRD44 ANXA7 ATCAY ATP11B ATP8B4 ATXN1 B4GALT1 BICRAL BTBD9 BUB1B C1orf56 C22orf39 CACNB3 CACUL1 CAPN7 CARMIL1 CBL CCDC103 CCN3 CD300LG CD38 CERS6 CIPC CISD1 CLEC2A CREBRF CTCFL CYP3A5 CYTH2 DCDC2 DENND1B DGKH DKC1 DMP1 DST DUSP5 E2F6 EIF4E2 ELMO1 EMC4 EML6 EPHA5 FAM241B FCHSD2 FGFR2 FNDC5 FOXO3 FRMD4B FRYL FUCA1 GGH GNB5 GPD2 GREB1 HCFC2 HOXB13 ICE1 IGLL1 KCNMB2 KCNRG KEL KIAA1549 KLF12 KLHL29 KLHL34 LHX2 MAP7 MAPK1 MAPK10 MAPK4 MAPRE1 MDM4 MECP2 METTL6 MKRN1 MPI MSTN MTF2 MTRF1L MXD1 NCAM1 NCMAP NCOA3 NCOA7 NFAT5 NLRP5 NPHS2 NR6A1 NXPH1 ONECUT2 OTX2 P2RX5 PAM PCMTD1 PEAR1 PHKA1 PICALM PKN2 PLEKHA5 PLXDC2 PPP6R3 PRLR PROSER1 PTBP3 PTCHD4 PTPN5 PTPRR RAB2B RAB30 RANBP10 RBPMS RIMS3 RNF166 RNMT RPL7L1 SEMA3A SEMA3E SENP5 SFXN3 SH3D19 SIAH3 SLC30A4 SLC35B3 SLC35E2A SLC35E2B SLC44A1 SLC4A10 SMURF2 SOX6 SRSF8 STXBP5 SUCO SYNJ2BP TESK1 TET2 TMEM192 TTN TULP3 UBXN4 UGCG USP24 WFDC1 ZC3H7A ZNF302 ZNF644 ZNF704 ZNF711 MIR5692B_MIR5692C https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5692B_MIR5692C ABCA8 ABCD3 ABHD5 ACSL6 ADAM10 ADCYAP1 AFF1 AFF4 ALCAM ALG6 ANKRD34B ANOS1 ANXA1 ARAF ARHGAP5 ARL15 ASB14 ASCC3 ATAD2 ATAD5 ATF7 ATP6V1G1 ATP8B2 ATXN7L2 AUTS2 BACH2 BBX BCLAF3 BHLHE40 BICC1 BICD2 BLTP2 BLZF1 BMP2 BOLA3 BRINP3 C11orf71 C11orf87 C1GALT1C1 C2CD6 C5orf24 CAAP1 CADM2 CCDC126 CCDC47 CCDC91 CCL28 CCND2 CCNE2 CDC42EP3 CDON CEBPB CERS3 CERS6 CILK1 CLDN11 CLVS1 CLVS2 CNOT6L COL27A1 CORIN CPEB3 CRB1 CREB5 CRISPLD1 CRTC2 CSGALNACT2 CSNK2A2 CWC27 CXADR CXCL5 CYP4F11 DACH1 DBR1 DENND2C DENND4A DEPDC1 DISC1 DLG3 DNAJC11 DSG2 DUSP8 DZIP1L EDAR EEA1 EEIG2 EFNA2 EFNB2 EGFL6 EIF2AK4 EIF5A2 ELAPOR2 ELOVL6 ELOVL7 ENSA EPHA3 EPHA8 EREG EXOC5 EXOSC8 FAF2 FAM172A FBXO36 FBXO4 FBXO42 FBXO43 FEZ2 FGD4 FGF12 FGF13 FGF18 FGFR2 FKBP5 FNIP1 FOSB FRMD3 FRMD6 FRMPD4 FSTL1 FUT11 FZD5 G6PC2 GABRA1 GABRA4 GABRG2 GATA3 GBX2 GDA GDF6 GDPD1 GHSR GNAQ GNB2 GPC6 GPM6A GRAMD1B GRAMD1C GRID2 GRK3 GTF2A1 GTPBP10 GUCY1A2 GXYLT1 HAPLN1 HAPSTR1 HBP1 HBS1L HECTD1 HIBADH HIVEP1 HNRNPAB HNRNPH3 HOMER1 HORMAD2 HOXA11 HOXA3 HS2ST1 HSPG2 IFNA2 IFNA21 IKZF2 IL15RA INO80D INTS6 IPMK KAT6A KCNV1 KCTD20 KDSR KIAA0586 KIF20A KIRREL1 KLF3 KLF6 KLHL28 KLHL29 KRAS KRTAP1-5 KSR2 LATS2 LCA5 LDLRAD4 LIN28B LIN7A LMO7 LNX2 LPAR1 LRRC58 LRRN1 LTN1 LTV1 MACC1 MBLAC2 MBNL2 MCTP2 MECP2 MED13 MEF2D MEX3B MFAP3L MFAP5 MICU3 MKX MLX MRTFA MSX1 MTR MTREX MYF5 MYO5C MYOZ2 N4BP2 NCK2 NCOA1 NEDD1 NEGR1 NEK1 NEMF NETO1 NEUROG2 NEXMIF NIP7 NIPBL NMT1 NOTUM NPTX2 NR3C1 NR4A2 NR4A3 NRDE2 NRG2 NTF3 NUDT11 NUMB OLFML2B OLFML3 OR2L13 OSBP PAPPA PAPSS1 PAQR3 PARP8 PATE1 PCDH10 PCDH15 PCLO PDCD1 PDLIM5 PER3 PF4V1 PFDN4 PHACTR2 PHRF1 PID1 PITX2 PLAG1 PLPP3 PLXNA2 POF1B POLK POU4F2 PPAT PPM1H PPP1R2 PPP6R1 PRDM1 PRDM11 PRDM2 PRIMA1 PRKCD PRKCE PROK2 PROX1 PRPF18 PRR16 PRRC1 PTEN PTPN12 PTPN4 PTPRB PUM2 PWWP3B RAB38 RABGAP1L RAD51B RALGDS RAP1A RASSF6 RBM41 RBPJ RC3H1 RC3H2 RER1 RGS21 RGS4 RIMS2 RNF14 RNF214 RORA RORB RP2 RPRD1A RPRD2 RPS6KA5 RSF1 SAMD8 SAXO2 SCAI SCML1 SCN2B SDC4 SELE SEMA3D SENP7 SETD5 SEZ6 SGPP1 SH3PXD2A SH3TC2 SHISA6 SIK3 SLC24A2 SLC35F5 SLC38A3 SLITRK1 SMAD2 SMAD6 SMAD7 SMNDC1 SNTG1 SNX16 SNX4 SOX1 SP1 SP4 SPDYE6 SPRY2 SRSF5 SSR3 STARD13 STK38L STRN STXBP5 SUCNR1 SV2C SVIP SYNE1 SYNE2 SYP SYT1 SYT14 SYT16 TASP1 TBX15 TBX4 TCAIM TERB2 THSD4 TIMM21 TLE4 TM9SF2 TMEM108 TMEM161B TMEM179B TMEM196 TMEM245 TMEM267 TMEM38B TMEM64 TNFSF9 TNPO1 TOX4 TRAPPC8 TRPM6 TTC32 TTC39B UBE2E3 UBE2H UBE3A UTRN VAMP2 VEGFA VEGFC VPS13C VSTM2A WDR17 WNT3 WNT5A WNT5B YLPM1 ZBTB20 ZBTB41 ZBTB46 ZBTB6 ZCCHC24 ZDHHC5 ZER1 ZFP14 ZIC5 ZNF384 ZNF516 ZNF550 ZNF644 ZNF677 ZNF711 ZNF81 ZNF827 ZSWIM6 MIR5693 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5693 AFF1 AGXT2 ALPK3 ANKUB1 APOBR ARHGAP26 ARID2 ATP2B1 BICD2 CA12 CCNT2 CHD2 CHD9 CNBP CPOX CRISPLD1 CSTF2 CYP26B1 DCX DDHD2 EPGN FBLN1 FBXW7 FCF1 FGF11 GOLGA6A GOLGA6B GOLGA6C GOLGA6D GOLGA6L10 GOLGA8A GPC5 GPR34 GSPT1 HNF4A IAH1 IRX2 KBTBD8 KCNB1 KCNIP4 KIAA0040 KIF6 LARS2 LMNTD1 LRFN5 LRRC3B LUC7L3 MAK16 MAP4K5 MRPS21 NABP2 NMT1 PAPPA PDE5A PEDS1 PHF20 PHF20L1 PLA2G4E PPME1 PPP3CB PPTC7 PRKAA2 PTPN12 QKI RAB11FIP1 RALA RCN1 ROBO4 RORA RRAGC RTL5 SDC2 SFPQ SLC4A8 SMCO3 SNCAIP SNRPF SNX18 SOGA1 STAG2 STAM SYNCRIP TATDN3 TEAD3 TNS3 TWIST1 UPB1 ZNF280B ZNF516 ZSCAN29 MIR5694 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5694 ABT1 ADORA2B APLP2 B4GALT1 BARX1 C11orf71 C15orf48 CCDC170 CEPT1 CNTNAP4 CTSO DIPK2A DPPA2 DYRK3 EIF4E FCHSD2 FGA HIPK3 KICS2 KIF26A MAPK6 MLLT3 MTHFD2L MYLIP NOS1AP NRIP1 NUP98 OSMR P4HA1 PAK5 PLCH1 PLSCR1 PPARG PPFIA1 PPP4R4 RAB5C RERE RORA RTN4RL1 SGIP1 STK38L SWAP70 TAFA1 TENT5A TMX3 TRMT10A TSPAN13 TWSG1 UIMC1 ZBTB44 ZEB1 ZFP36L1 ZFP37 ZNF501 MIR5695 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5695 AAR2 ABL2 ABLIM3 AFF4 APLN APOL6 ARRDC3 ATAD2B B3GALT2 BIN3 BRD3 BSN C14orf132 CAMK4 CCDC186 CENPA CERT1 CLMN CLN8 CNOT6L COBLL1 CREB5 CTDP1 CYP27C1 CYP4A22 DLG2 DSP EEIG2 EFCAB2 EIF2B1 EIF5 ENTPD7 EPN2 FGFR2 FOXE3 FOXJ2 G3BP2 GALNT11 IGSF3 IL1R1 ILDR2 ILRUN ISL1 ITGA8 KCNA4 LCE1B LRRC10B LYZL1 LYZL2 MAGEA11 MAPRE1 MFSD6 MLLT10 MSTN MYO18B NAA11 NFAT5 NIF3L1 NOL6 NTN1 ODAPH OPALIN PADI3 PDGFRA PHC3 PHLDA1 PLAGL2 PLCL2 PLEKHB2 RANBP6 RASGRP2 RCC2 RMDN1 RPP14 RUNDC3B SCML4 SEZ6L SLC12A8 SLC35A3 SLC39A6 SSPN ST8SIA1 TEP1 THSD4 TIPIN TMEM164 TMEM52 TNPO1 TRIM39 TYMSOS UBE2Q2 UGT3A1 WNT2 ZBTB44 ZNF99 MIR5696 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5696 AASS ABCE1 ABCG2 ABHD13 ACIN1 ACSL5 ACTC1 ACTN2 ACVR2A ADAMTS5 ADARB2 ADCY7 ADCYAP1 ADD3 ADGRB3 ADGRE2 ADGRF1 AFF2 AFF3 AFF4 AGFG1 AHCTF1 AK7 AKTIP ALDH1A2 ALKBH3 AMD1 ANKRD28 ANKRD36B ANKRD44 ANO5 ANOS1 ANXA2 APC APIP ARFGAP3 ARHGAP10 ARHGAP21 ARHGAP35 ARL15 ARMC2 ARMT1 ASXL3 ATE1 ATP1B1 ATP8A1 ATXN7 B3GALNT1 B3GNT5 B4GALT7 BACH2 BAIAP2L1 BCHE BCL2L15 BIRC6 BRCC3 BRME1 BRWD3 BTBD10 BTBD9 C1D C2CD5 C5orf47 C6orf62 CA2 CAB39L CACNB4 CACUL1 CADM2 CADPS2 CALCRL CALHM4 CAMK2D CAMTA1 CBFA2T2 CCDC82 CCSER2 CD163L1 CD180 CD1B CDC5L CDC73 CDV3 CEP126 CEP350 CHAC2 CHAF1A CHCHD7 CHIC1 CHN2 CHSY3 CHURC1 CLDN8 CLEC12B CLIC2 CLTC CNGA3 COL5A2 COX18 CPD CPPED1 CPT1A CRACD CREB1 CRISPLD1 CT47A1 CT47A10 CT47A11 CT47A12 CT47A2 CT47A3 CT47A4 CT47A5 CT47A6 CT47A7 CT47A8 CT47A9 CTBS CTDSPL CTSO CUL4B CUL5 CXCR2 CXXC4 CYB5R4 CYBB CYLD DAB2 DBT DCAF10 DCDC2 DCP2 DCTN5 DCUN1D5 DCX DDT DDX46 DDX5 DDX60L DENND4C DEPDC1 DGKE DGKH DHRS12 DHX58 DIO2 DMGDH DNAI2 DNAJA1 DNAJB14 DNAJC27 DOK6 DPH7 DPYD DRAM1 DSC3 DTNA DUSP10 DYNLT5 EDA EDN1 EDNRB EEF1A1 EIF2A EIF5A2 ELAPOR2 ELAVL1 ELAVL4 ELK4 ELL2 ELMOD1 ELN ELOVL6 ELP4 EMC6 ENPP4 ENTPD7 EPB41L5 EPHA3 ERBB4 ERO1A ERO1B ERP44 ESR1 ETAA1 ETNK1 EXPH5 EYS F13B FAM131B FAM210A FAM76B FAM83B FANCF FAR1 FAT3 FBXL5 FBXO21 FBXO32 FBXW2 FBXW7 FGF5 FKTN FLI1 FOXA1 FOXN2 FRMPD4 FRS2 FRYL FSD1L FUBP1 FUT2 FZD3 FZD8 GABPA GABRB2 GARIN2 GASK1B GATAD1 GDF9 GIMAP1 GJA1 GJA9 GLIPR1L2 GLIS3 GLRA3 GLS GLT6D1 GLYATL2 GNAI3 GNAS GNG12 GPBP1 GPC4 GPHN GPR155 GPR180 GPR34 GPR65 GPR84 GRIA2 GRIK2 GRK5 GSKIP GSPT1 GUCY1A2 GXYLT1 GYS2 HACD1 HBS1L HCN1 HDAC8 HDX HELQ HELZ2 HEY2 HFE HFM1 HIPK1 HIPK3 HMX1 HNRNPH3 HOOK3 HOXB7 HPCAL4 HSCB HTR2A HTR7 HUWE1 HYCC2 IDNK IGHMBP2 IGSF10 IGSF11 IL1A IL1RAP IL6ST ILRUN IMPACT ING1 INTS2 IPO5 IPO7 IQGAP2 IRF2 IRS1 IRX1 ITFG1 ITGA4 ITGB8 ITGBL1 JADE1 JAG2 JAZF1 JMY JRKL KANK2 KAT2B KCNH8 KCNJ2 KCNMA1 KCNQ3 KCTD12 KDM3A KDM7A KIAA0408 KIAA1522 KIF16B KIF21A KIF2A KIF5B KLHDC10 KLHL11 KLHL5 KLHL6 KRBOX4 KRT72 LANCL3 LARS1 LCP1 LETM1 LILRB5 LIMA1 LIMD1 LIMS1 LIN54 LPAR6 LPGAT1 LRATD1 LRP1B LRP6 LRRTM2 LRRTM3 LSAMP LSM11 LYSMD3 LZTR1 MAB21L1 MAGEE1 MAP3K7 MAP3K7CL MAP4K5 MAPK10 MAPK9 MARCHF6 MARCHF7 MARF1 MARK1 MAT2B MBNL3 MBTPS2 MCTP2 MDGA2 MED13L MEGF11 MEP1A MET MFSD6 MIER1 MINPP1 MIS18A MKX MLPH MMGT1 MMRN1 MOB1B MOB3B MOSPD2 MOXD1 MPZL3 MRPL17 MRPL50 MS4A2 MSL2 MTAP MTDH MTERF3 MTOR MTRF1 MUC15 MYEF2 MYO6 MYRIP NAALADL2 NAMPT NAP1L1 NAPEPLD NCEH1 NCKAP5 NCOA5 NCOA7 NDFIP2 NDUFA5 NECTIN3 NEK7 NEMP1 NET1 NEXMIF NKTR NLGN4Y NLN NOL3 NOP14 NOVA1 NPY1R NR2C1 NRAS NRXN3 NSF NTAQ1 NTS NUCKS1 NUFIP1 NUFIP2 NUP43 NYAP2 OGFRL1 OGN OGT OLIG3 OMG ONECUT2 OPRM1 OR51E2 OTUD6B OVOL2 OXR1 PA2G4 PAIP1 PAPOLG PCDH20 PCM1 PCNP PDAP1 PDE3A PDP1 PGM2L1 PHACTR2 PHACTR3 PHF6 PHIP PHKB PIAS2 PIK3CA PJA2 PKIB PKN2 PLAC8 PLEKHH2 PLS1 PMP2 PNPLA8 POC1B POLR3K POMGNT2 PPFIA2 PPIE PPM1L PPP1CC PPP2R3A PRDM10 PRDX6 PREX2 PRKAA2 PRKAG1 PRKAR1A PRPF38B PRPF4B PRPS2 PRRC1 PRRG1 PRTG PTBP2 PTCHD4 PTGFR PTGS2 QKI RAB30 RAB33B RAB3B RABGEF1 RABGGTB RANBP3L RASGEF1B RB1CC1 RBFOX1 RBM20 RBM41 RC3H1 REPS1 RFX3 RGS5 RHOJ RHOQ RIMBP2 RIN2 RMDN2 RMND5A RND3 RNF11 RNF212 RNFT1 ROBO2 RPRD1B RPS6KA3 RPS6KA6 RRH RSPO3 RTKN2 RTN1 RUFY2 RWDD3 SANBR SCAI SCD5 SCN11A SCUBE3 SDCCAG8 SDK2 SEC24B SEC61G SECISBP2L SEM1 SENP6 SERINC1 SERPINB10 SFI1 SFMBT2 SGCB SGIP1 SH3BP5 SH3GL3 SHC4 SHLD2 SKI SLC10A2 SLC24A2 SLC25A16 SLC25A24 SLC25A26 SLC27A2 SLC30A4 SLC35G1 SLC38A1 SLC4A4 SLC5A3 SLC6A1 SLC6A11 SLC9A2 SLMAP SMAD5 SMARCA5 SMIM14 SMIM15 SNAP25 SNCG SNTB2 SNTG1 SNX13 SNX2 SNX4 SOBP SORBS1 SORBS2 SOX30 SP110 SPATA12 SPEF2 SPINK8 SPIRE1 SPOPL SPTAN1 SQLE SREK1IP1 SSPN SSR3 ST6GAL2 STAM STK26 STK38L STOX2 STRBP STRIP2 STXBP5 SULT6B1 SYNJ2 SYPL1 TATDN3 TAX1BP1 TBC1D4 TBCA TBL1XR1 TCEANC TCF20 TCF4 TCF7L2 TCP11L2 TCTN2 TDG TDP2 TDRD5 TDRP TEAD1 TENT5A TET3 TFEC THRAP3 THSD7A TLCD4 TLR5 TMCO3 TMEM135 TMEM169 TMEM170B TMEM178B TMEM200A TMEM220 TMEM229A TMEM241 TMEM35B TMEM38B TMEM45A TMEM62 TMF1 TMOD2 TMTC1 TMX3 TMX4 TNFSF8 TNS3 TOX3 TP63 TPK1 TPP2 TPR TRAK1 TRAK2 TRIM2 TRIM37 TRUB1 TSPAN6 TTC33 TTLL7 TUSC3 UBASH3B UBE2D1 UBE2D3 UBE2G2 UBE2Z UBE3C UBE4A UBL3 UBR5 UCHL5 UGDH UGT2B4 UHRF1 UHRF2 USP25 USP38 USP49 USP7 USP9X VAMP4 VAMP7 VASH2 VCAN VPS50 WDFY3 WHAMM WNT2 WNT9B WWC2 XKR6 YES1 YTHDC1 YTHDC2 ZBTB1 ZBTB10 ZBTB49 ZFAND5 ZFHX3 ZFP14 ZFP69 ZFPM2 ZFX ZIC3 ZMAT3 ZNF175 ZNF202 ZNF292 ZNF326 ZNF331 ZNF385C ZNF430 ZNF519 ZNF528 ZNF532 ZNF655 ZNF704 ZNF710 ZNF84 ZNRF3 ZXDA MIR5697 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5697 ADAM17 ADM ALDH5A1 AMD1 AMOT ANKRD34C ANKS1A ANKS1B ARAP2 ARHGAP12 ARHGAP17 ARPP19 ATP1A2 B3GNT5 BARD1 BLOC1S2 BOD1 BOD1L2 C2CD2L CARMIL1 CD200 CDH20 CDK8 CFAP45 CHAC1 CHFR CHORDC1 CIBAR1 COL19A1 COL1A2 COPG2 COX5A CREBRF CREBZF DLG1 DLG5 DMXL1 DNAJA1 DTD2 ECHDC2 EIF4G2 EP400 EPHA5 ERLIN1 FA2H FAM98A FBXO11 FBXO42 FCAR FOXJ3 FRMD4B G3BP2 GSK3B HS3ST1 HS3ST3A1 KCNH7 KIR2DL1 KIR2DL3 KIR2DL4 KIR3DL1 KIR3DL3 KLHL42 KPNA2 KRIT1 LIMS1 LRRTM3 LSM11 MAB21L1 MAEA MAP3K13 MAP7 MCL1 MFHAS1 MGAT4A MLLT10 MTM1 NAB1 NAP1L5 NCEH1 NID1 NOL4 NUDT11 OSBPL11 OSBPL2 OVOL2 OXNAD1 PALM3 PLEKHH1 PLOD2 PMAIP1 PPP3R1 PPP4R3A PSAP PURA RAPGEF2 RASSF3 RBM24 RBMS1 RCBTB1 RCN1 RCN2 REEP4 RHOQ RIPPLY3 RPS6KA6 RTN1 SACS SEC63 SH3D19 SKP2 SLC12A2 SLC19A2 SLC25A16 SLC2A13 SLC30A7 SLC38A7 SLC45A4 SLC4A7 SLC7A11 SLK SMAD1 SPESP1 SPTLC2 SRCAP SRSF11 STRADB STRBP TBC1D4 TET2 TET3 THAP8 TMEM200B TNPO1 TNRC6B TRPC3 TXLNG TXNDC16 UBE4B UBR1 ULK2 USH2A USP27X USP3 USP37 USP9X VPS13C XKRX ZDHHC22 ZDHHC6 ZNF598 ZNF608 ZNF662 ZSWIM6 MIR5698 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5698 ACSL5 ACTB ADORA3 AFAP1 ANKRD26 ANKRD52 AP2M1 APBA1 APLNR ARRB2 ATAD3C ATP9A BIRC2 BMP1 BSDC1 BSN C19orf12 C6orf141 C9orf57 CADM4 CALR CAMK1D CAMKK2 CASTOR2 CCDC102B CCDC97 CCL22 CDK18 CDR2L CELF3 CES4A CHRNA4 CLSTN1 CNIH2 CNST CNTNAP1 COL9A2 COTL1 CPS1 CTDSP1 CTNND1 CXADR CYP2B6 DDX31 DEF8 DIRAS1 DIRAS2 DMWD DPYSL5 DUSP10 DVL3 DYRK1A DYSF ELAVL3 ELK1 EN1 EPB41L1 FADS2 FAM131B FAM174B FAM234A FBXO43 FGF1 FKBP8 FOXC1 FOXE1 FOXP4 GAS7 GATAD2B GPRC5A GRHL2 GTPBP2 H1-10 HEYL HMGA1 IGSF11 IHH IKZF4 IL17RD INAVA ITGA3 JPH4 KALRN KCNC3 KMT2D LCE1B LIX1L LRATD2 LRP8 LRRC28 LRRC59 LSAMP MAP1A MAP7D1 MAT1A MECP2 MED19 METTL9 MEX3A MFRP MIEN1 MINK1 MLLT6 MNT MPZ MTSS2 MYL12A NAPA NAT16 NFASC NFIC NFIX NHERF2 NLGN2 NOVA2 NR1D1 PACS1 PANX2 PAX5 PCDHB11 PDE1B PDLIM4 PHC2 PHLPP1 PIK3R2 PKNOX2 PLA2G2D PLVAP PLXNA4 POU2F2 PPP1R9B PPP2R1A PPP2R2D PPP2R5E PPT2 PRC1 PRKACA PRR12 PRR23A PRR5L PSME3 PSMF1 PTHLH PVALB RAB11FIP4 RANBP10 RBM23 RBMS3 RERG RSU1 SCGB2B2 SERPINB7 SF3A2 SH3TC2 SHANK2 SHISAL1 SLC25A42 SLC28A1 SLC6A17 SLC7A8 SLC8A2 SLC9A8 SMARCC2 SNPH SNX29 SOX13 SPIN3 SPRR1B SRF ST13 STAC2 STIM1 SYNGAP1 SZRD1 TBC1D10B TCF7 TCP11L1 TFAP2B THRSP TLE3 TMEM151A TMEM198 TMEM222 TMEM54 TMEM63B TNFSF12 TRAM2 TREML1 UBAP2L UBE2QL1 UBTF VPS37D WIZ WNK4 WNT3 XYLB ZBTB7B ZDHHC15 ZFC3H1 ZNF691 ZNRF2 MIR5699_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5699_3P ACACB ACKR2 ADRB1 ARL17A ARPC1A BACE1 C8orf76 CAPRIN1 CCDC141 CCDC24 CD163 CD300E CDC40 CLMN CLN8 CNOT4 DBNDD2 DMRTC1 DMRTC1B DTD2 EEF2KMT ELAVL4 EMX2 ENOSF1 EPHB1 EPO FAM86B1 FAM86C1P FGF13 GALNT13 GANC GCNA GLG1 GMCL1 GNL3L GRIA3 HAUS2 HIPK3 HNRNPUL2 ISG20 KATNBL1 KCNB1 MAP2K4 MFSD6 MLPH MPZL3 MYZAP NRXN3 ODF2L PAX1 PDE11A PIAS2 PRXL2C PTPN7 RPL32 RTP1 SEC23IP SH3PXD2A SH3TC2 SLC24A2 SPTBN4 SRFBP1 SRSF1 TBC1D7 TMEM170B TNPO3 TNRC6C TRIM8 VWA8 WDHD1 ZNF14 ZNF26 MIR5699_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5699_5P ACVR2A ADAMTS14 ADAMTS17 AFTPH ANKS1A APBA1 ARHGAP11A BCL9 BRD2 CASQ1 CAV2 CCPG1 CD96 CFAP97D1 CHRND CLCC1 CPLX3 CREBZF CYTH3 DCDC2 DUOX1 DYNC1LI2 EEF1AKMT2 ERCC8 FAM53A FOXK2 GOLGA2 GOPC GPATCH2L HDGF HIC2 HIPK2 ID4 IGF2BP1 IL6R INSR JADE3 JAK1 JOSD1 KBTBD4 KIAA2026 KIF5A KLHL18 LARGE1 LCP2 LPCAT1 LRRC10B MAGEB3 MSI2 MTM1 MYO9A NAGA NECAP2 NEO1 NR3C2 OGA OSBPL1A OXR1 PABIR1 PEX19 PITPNM3 PPP3CB PPP6R3 PSMA4 PTPN14 PTPRU RASSF6 RDH11 RSPRY1 RUSC2 S1PR2 SARM1 SCML2 SDC3 SEPTIN4 SHISA9 SIM2 SINHCAF SLC10A7 SLC23A2 SPTA1 STIP1 SUN2 SUPT6H SYNE1 TENM3 TESK2 TGFB3 TMBIM6 TMEM164 TMEM242 TPH2 TRABD2B TTC5 TTLL11 UBA6 UBE4B ULK3 WNK2 XPO4 YTHDC1 ZBTB14 ZBTB33 ZC3H14 ZFYVE21 ZHX1 ZNF396 ZNF512B ZNF528 ZNF780B ZRANB2 ZSCAN12 MIR5700 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5700 ABCD2 ABI1 ACSL3 ACSL6 ACVR1C ADAM10 ADAMTS6 AFF2 AFF4 AGAP1 ALDH7A1 AMD1 AMELX ANKRD40 APBB2 APC APP ARFGEF3 ARHGAP11A ARID2 ATG3 AXIN2 BACH2 BCL2L15 BMAL1 BNIP2 BRWD3 C11orf71 C1orf112 C3orf80 C6orf118 CACUL1 CAMKK2 CCDC88A CCSER1 CDC42 CEP20 CERS3 CFL2 CHTOP CITED2 CLCN3 CLDN10 CLIP3 CLPTM1L CLTA CLTC CLXN CNN3 CNOT1 CNOT4 CNTNAP4 COBL CSPP1 CTDNEP1 CTDSPL2 CTSS CYSLTR1 DCAF8L1 DCHS2 DCP2 DEPTOR DGKH DICER1 DKK2 DNALI1 DNMT1 DPY19L2 DYRK3 EFCAB7 EIF4E EIF4H ELAVL4 EML4 ERC2 ERGIC1 ERRFI1 ETV1 FAM120A FAM172A FAM76B FBXL3 FCHO2 FERMT2 FLRT2 FUT9 FZD5 GABRB2 GALK2 GALNT7 GASK1B GCG GCLC GLCCI1 GNG2 GPM6A GPR139 GTF2H3 HADHB HARBI1 HDHD2 HECW2 HERC2 HFE HIPK3 HIVEP2 HRNR HSPA2 HSPA4L HYCC2 HYDIN IFIT5 IGFBP5 IGSF10 IKZF2 IKZF5 IL20 IL7R KCND2 KIAA2026 KIF20B KLF3 KPNA3 LETM2 LGALS8 LIN7A LMO3 LMO7 LPAR3 LPGAT1 LPP LRCH2 LRP12 LUZP2 MAFB MAGI1 MBLAC2 MED12L MED13L MED14 MEF2C MFAP5 MIER3 MORC3 MORF4L2 MPEG1 MRE11 MRGPRX3 MYLK3 NETO1 NEXMIF NFYC NLRP8 NOS1 NR2F2 NRBF2 NRG3 NRK OLFM4 OLFML3 PANK1 PAPOLA PATJ PCDH7 PCLO PDCD2 PDE4D PDE8A PDP1 PDSS2 PELI1 PFN2 PHF21B PHTF2 PICALM PIK3C2G PKN2 PMCH PMP22 POF1B PON1 POU4F1 PPFIA1 PPP2R5C PPP2R5E PREX2 PRKD1 PRKX PRR16 PTPN12 PTPN4 PTPRK PYHIN1 RAB21 RAB2A RAB33B RAB34 RAB39A RAB3B RAP1B RAPGEF2 RBBP4 RBM41 RCHY1 RCOR1 RIMKLB RNF146 RNF19A ROBO2 ROCK1 RPL22L1 RRAGC RRS1 RUVBL1 SALL1 SAMD12 SBNO1 SBSPON SCN3A SCN9A SELENOT SEPTIN14 SESN3 SESTD1 SF3B1 SH3KBP1 SH3TC2 SHISA6 SLC10A7 SLC12A2 SLC1A6 SLC25A43 SLC36A2 SLC4A4 SLC5A1 SLC7A11 SLF1 SMURF2 SNX6 SOCS6 SPRED1 SRPK2 STARD13 STK38 STK39 STRN3 SUB1 SUMO3 SYCP1 SYT1 TARDBP TBC1D8B TFDP2 THAP6 THBD TMEM178A TMEM26 TMX3 TNFRSF11B TNRC6B TOMM22 TRPM1 TRPS1 TRUB1 TSHZ3 TTC30B TUBGCP3 TULP4 TWIST1 TXLNB TYRP1 UBAC2 UBE2E2 UBQLN2 UCKL1 UEVLD ULK2 UQCC6 USP30 USP46 VEZF1 WDR3 WIPF1 WSB1 ZBTB21 ZEB2 ZFHX4 ZFYVE9 ZNF12 ZNF148 ZNF202 ZNF230 ZNF302 ZNF318 ZNF384 ZNF485 ZNF503 ZNF516 ZNF592 ZNF703 ZNF704 ZNF721 ZNF827 ZSCAN31 MIR5701 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5701 ABRAXAS2 ABTB2 ADIPOR2 AEBP2 AMELX AMELY AMOT ANKRD36B ARHGAP20 ARID2 ARNT2 ATP1B1 ATP1B4 ATP2B2 ATP6V0D1 ATP8B1 ATXN1 BCL10 BLTP3B BRINP3 C16orf82 CACYBP CALHM5 CAPN6 CAT CBFB CCDC126 CCND2 CCNT2 CDKN1B CFL1 CHAC2 CKMT2 CLIP2 CNTN4 COL26A1 COPB1 COX8A CSRP3 CST6 DCTN3 DCUN1D5 DDIT4L DDX46 DENND4A DICER1 DOCK2 DOK5 DPAGT1 DTNA EIF3A ELAVL4 ELK3 ETV3 ETV5 FAT1 FBXL3 FGFR2 GABARAPL2 GABRG2 GADD45G GALNT18 GBP7 GFPT2 GHRH GLIPR2 GNRHR GOLGA6L10 GOLGA6L4 GOLGA6L9 GOLGA8H GOLGA8J GOLGA8M GOLGA8N GOLGA8Q GOLGA8R GOLGA8T GRB7 GRP GSPT1 HERC3 HRNR HSPB7 IL22 INTS3 IWS1 KCTD4 KIAA1191 KPRP KRT17 LAPTM4A LLCFC1 LRP2BP LURAP1L LYRM4 MAJIN MAP1A MLIP MLXIP MMAA MN1 MRPL35 MRPL37 MRPS18B MT1E MT3 MYH10 MYO10 NAT16 NCMAP NDRG2 NECAB1 NETO2 NHLRC3 NIN NIPBL NKPD1 NR1D2 NR2E3 NRP1 NUFIP2 OLFM1 PABPC5 PACRG PALM2AKAP2 PARP14 PCLO PDIA3 PGPEP1L PHEX PIGQ PLPP7 PLRG1 POFUT1 PPP1R3A PPP1R9B PRDM8 PRKCSH PRSS36 PSMA1 PSMD3 QSER1 RAB2A RAB3C RAI2 RALGAPA1 RAP1GAP2 RB1CC1 REPS1 RFLNB RGPD1 RGS18 RNF7 RTP2 RXYLT1 SEC61A2 SEMA3D SERPINB5 SGCB SGCE SGMS1 SH3BGRL2 SLC16A10 SLC22A23 SLC25A20 SLC25A53 SLC30A5 SLF2 SNAI2 SNRPB2 SNRPF SPINDOC STAB1 STAU2 STRN3 SYNGR3 TENT5A TET2 TEX9 THEMIS TNFRSF9 TP53 TPGS2 TRIM23 TSHZ1 TWF1 TXN TXNDC5 UBE2D3 UBE2E3 UBFD1 UHRF2 UPP2 UROD VCP VSNL1 ZBTB44 ZEB1 ZEB2 ZNF385A ZNF516 ZNF568 ZNF585A ZNF644 ZNF714 ZNF75D ZNF777 ZNF780A ZPR1 ZXDB MIR5702 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5702 ADAM19 ADCYAP1 ADGRL4 AGTPBP1 ANXA11 AP3S1 ATG5 ATXN7L1 BLZF1 C1QL3 CCSER2 CDYL2 CEACAM6 CHP1 CLIC5 CNTFR CSNK1A1 CTNNBIP1 CTNND1 CYRIA DLST DYNAP EGFLAM ETF1 FBXO11 GAS6 GATA4 GRAP2 GRIK4 HDAC8 HMGB3 HNRNPH1 HOMER2 ILDR2 KCNA1 KCNMB1 KIDINS220 KLF5 KLHL4 KRTAP9-2 KRTAP9-8 LCE2B LCE2C LPP MAMDC2 MDGA2 MEGF11 MGST3 MIB1 MIX23 MRPL45 MTERF2 MXD3 NBPF11 NREP NXPH1 P3R3URF-PIK3R3 PALM2AKAP2 PIK3R3 PITPNC1 PLEKHM3 RAB38 RAB3B RER1 RGL3 ROCK2 RUFY2 SAP30 SRP54 STK40 SV2C TPD52 TUSC3 TXNRD3 UBE2QL1 XYLB ZEB1 ZSCAN22 MIR5703 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5703 AAK1 AASDH ABHD16A ABL2 ADARB2 AHCYL2 AKAP13 ALDH16A1 ANKFY1 ANKS1A AQP1 ARHGEF4 ASB11 ASCC1 ASH1L BNC2 BORCS7 BTK BTN2A1 CCBE1 CCDC9B CD276 CDC20B CDH7 CDK6 CEP250 CEP85 CHPF CILP2 CLTCL1 CORO2B CPLX4 CPM CREB5 CYB561A3 CYSLTR2 DDX6 DICER1 DNMT3B DOCK3 DSCAML1 DUOXA1 EBF1 EGR3 EIF3J ELF2 ELOVL5 ERBB4 EXOSC3 F9 FAAP20 FAM131B FAM135B FANCL FBN1 FBXO21 FBXO28 FBXO32 FBXO46 FBXW7 FCGR1BP FCHSD2 FMNL3 FN1 FNBP4 FOXD2 FSTL4 GALP GAS7 GIPC2 GJB6 GNB4 GPATCH2L GPD1 GYPE IDH1 ING4 ITGA9 KCND1 KIRREL1 KLHDC8A KLHL13 KLHL42 KMT2D LINC03040 LPXN LRP4 LRRC8B LYPD6 MAF MAN1A2 MECP2 MS4A10 MSN MTMR7 NECAP1 NFIC NHSL1 NKAIN1 NT5C1B-RDH14 NTRK2 OPCML OTULIN PABIR2 PAFAH2 PAK1 PALM2AKAP2 PDE1C PHF8 PIK3CB PLAGL2 PLAT PLEKHG2 PPP3R1 PREPL PRPF4B PRR27 R3HDM2 RASAL2 RECQL5 RHO RNF10 RSPO4 RTL4 SAR1A SASH1 SCAMP1 SCGB2B2 SCN3B SEPTIN6 SET SHF SIAH3 SLC25A21 SLC26A10P SLC46A1 SLC7A6 SMG7 SNTB2 SOGA1 SP1 SPATA33 SPCS3 SPG7 SRL SSBP2 ST6GAL1 SVBP SYNPO2L TAS2R14 TCF12 THUMPD2 TMCC2 TMEM178B TMEM214 TNFRSF21 TNRC6B TOX3 TRPM7 TTC22 TXNRD1 USP18 VAMP1 VPS29 ZBTB2 ZC4H2 ZDHHC7 ZFP3 ZKSCAN2 ZKSCAN8 ZMAT3 ZNF133 ZNF22 MIR5704 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5704 AASDHPPT ACSS3 ACVR2B ATP6V1D BAG4 BCL10 CAPZB CASTOR3P CLIP2 CSKMT DEDD2 DHX40 DNMT3A DPY19L3 ENO2 EPHA3 FAS FBXO36 GATA3 GLOD5 HACD3 HIF1A IFI6 KDSR KLRF1 NBN NPAS2 NPNT OXSR1 PALS1 PAPOLA PAQR5 PARP16 PBRM1 PDE8B PLEKHG7 PNRC2 POLR1D PWP1 QRICH1 RALB SDC2 SLMAP SMIM17 SPIRE2 SULT1C2 SV2C SYCP2 TET2 TFF1 TMEM50B TMTC3 TRAPPC6B ZMAT2 MIR5705 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5705 HORMAD2 KIF5C NEK1 OLR1 PLA2G5 MIR5706 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5706 ABCC9 ACER3 ADAM29 ADD3 ADGRE2 ALAS1 ALDH9A1 ALX4 ANKRD17 ARHGEF12 ATP6V0C ATXN1 AZIN1 BAZ2B C15orf40 CACNA1E CALN1 CAPN12 CAST CCDC122 CD164 CD28 CD302 CDK6 CEP192 CEP44 CERKL CFLAR CHL1 CHST9 CLEC19A CNOT2 CPEB2 CRIPT CSPG5 CTAGE1 CTCF CTNNA3 CUX2 CXCL8 CXXC4 DCUN1D3 DDAH1 DDI2 DENND1B DERL2 DNMT3A DYNC1LI2 ELOVL3 EMC7 FAM180A FBXL17 FER FIGN FNBP1 GALNT15 GCOM1 GET1-SH3BGR GFOD1 GPATCH11 GPR107 GPR3 GRIA2 GXYLT1 GYS1 HIGD1A HIPK4 HOXC10 IFI6 IGF2BP3 KCNAB1 KCNMA1 KLHL12 KRBOX4 LHX9 LNPEP LY75-CD302 LYPD1 MAGI3 MAT2B MID1IP1 MIER1 MIER3 MTO1 MYRIP NAA25 NAB1 NCBP1 NFAT5 NFIB OSTC P2RX7 PAG1 PAK5 PATE4 PCDH9 PEG10 PGM2 PGRMC1 PKDCC PLEKHA5 PNPLA4 POGZ PRKG2 PRRX1 PSMB4 PTGER3 PTGER4 RAD23B RBFOX1 RBM18 RFC3 RHAG RHOQ RNF6 RPS6KA2 RPS6KA5 RYR3 SAMD12 SAMD9 SASH1 SH3BGR SHISA6 SLC26A9 SLC2A5 SMPD3 SOAT1 SOX6 SPOP STAG2 STRIP1 SUMO2 SYT9 TAF1B TBC1D8B TBX18 TCTN1 TENM1 TLN2 TM9SF3 TMEM135 TMEM212 TMEM255A TMOD2 TMTC4 TOX3 TRMT11 TSPAN33 UBE2W UBXN10 UNC5B UNC5C VEGFA VSIG1 VSX1 VTI1A WDR26 WDR48 ZCCHC7 ZFP1 ZMAT4 ZNF534 ZNF749 MIR570_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR570_3P AAK1 ABCC4 ABCD2 ABL2 ACSL3 ACVR1 ADAM10 ADAMTS5 ADARB2 ADH1B ADNP2 AEBP2 AFAP1 AGGF1 AGO3 AIMP1 AK1 AKAP11 AKR1D1 ALG10 ALG10B AMER2 AMMECR1L ANGPT1 ANGPTL5 ANKFY1 ANKIB1 ANKRD13C ANKRD44 ANKRD50 APBB2 APPL1 ARF1 ARHGEF12 ARID4B ARL5B ARPC2 ASB11 ASTN2 ATG12 ATG14 ATP13A3 ATP6V0D2 ATP7A ATRX ATXN3 B3GNT5 B4GALNT4 BAG4 BBX BCLAF1 BIVM BMP3 BNIP2 BOLL BPIFC BPNT1 BPNT2 BRD3 BRIP1 BRWD3 C14orf132 C18orf25 C1D C20orf203 C21orf91 C22orf23 C3orf14 C3orf70 C5orf24 C6orf62 C9orf72 C9orf78 CA8 CACUL1 CADM2 CALM2 CAMK1D CAMK4 CAMSAP1 CAMTA1 CAND1 CAPRIN2 CAPS2 CASP2 CAV2 CBX6 CC2D2A CCDC117 CCDC141 CCDC87 CCNG2 CCNH CCNJ CD164 CD1C CDC42SE2 CDK14 CDK19 CDK6 CDKL5 CDS2 CDYL CEP112 CEP135 CEP95 CERS3 CERS6 CFAP97 CFHR2 CFL2 CGGBP1 CHD1 CHD9 CHL1 CHMP5 CHST1 CHSY1 CLASP2 CLCN3 CLDN10 CLDN8 CLNK CLVS2 CMTM4 CNMD CNOT6 CNOT7 CNTLN CNTN1 COBLL1 COL15A1 COL19A1 COL25A1 COL5A2 CORO2B CP CPA6 CPEB3 CPNE3 CPSF2 CREB1 CRIM1 CSMD2 CTTNBP2 CUL3 CUL4B CUX1 CWC22 CXCL1 CXCL10 CYP19A1 CYP3A4 CYRIA CYYR1 DACH1 DAZAP2 DCC DCHS2 DCLK1 DCP1A DCTN4 DCUN1D1 DCUN1D2 DCUN1D5 DCX DDO DDX17 DDX46 DDX5 DENND1B DGKH DHODH DIDO1 DIXDC1 DLD DLEU7 DLG1 DLX2 DMD DNA2 DNAAF10 DNAJB4 DNAJC5 DNAJC8 DPP4 DTWD2 DTX4 EFNA5 EFR3A EHD4 EID2 EID2B EIF4E3 EIF4G2 EIF5A2 EIF5B ELAVL4 ELF1 ELK4 EMCN EML4 ENOX2 ENSG00000274333 ENSG00000276077 ENSG00000277067 ENTREP2 EPGN EPHA3 ETNK1 ETV6 EXOC5 EYA4 FABP2 FAM117B FAM135B FAM13C FAM172A FAM199X FAM241A FAM8A1 FAM91A1 FANCB FAT3 FAXC FBLIM1 FBXL4 FBXO3 FBXO30 FBXO32 FBXO6 FGB FGD4 FGF13 FHIP2A FKBP1A FLT3 FMO4 FMR1 FNDC3B FNIP2 FOXP2 FRMD4A FRMD5 FXR1 FZD3 GABPA GABRA4 GABRA6 GALNT1 GALT GAN GANC GCLM GCN1 GCNT2 GDI2 GFRA1 GIT2 GNA13 GNAI1 GNAS GOLPH3L GON7 GOPC GOSR2 GPBP1 GPM6A GPR12 GPR19 GPR63 GRB10 GRIA3 GSTCD GTF2H2 GTF3C4 GUCY1A2 HAUS2 HECW1 HELZ HGF HIC2 HIP1 HLA-E HMGCS1 HNRNPC HNRNPH3 HNRNPLL HNRNPR HNRNPU HOOK1 HOOK3 HSPA13 HTR1D HTR2C HYCC2 ICA1L IFNA10 IFNA14 IFNA16 IFNA17 IFNA4 IFT20 IFT81 IGFBP5 IKZF2 IMPG2 ING1 INO80D INSR IPCEF1 IPO11 IRS1 IRS2 IST1 ITGB8 ITPR2 JUND KAT2B KBTBD3 KBTBD4 KBTBD8 KCNA4 KCNB1 KCNMB4 KCNN3 KDM6A KIAA0232 KIAA1217 KIF26B KIF5B KLF8 KLHL42 KMT2C KPNA1 KPNA3 KPNA4 KRTAP26-1 KRTAP4-5 KRTAP9-2 KRTAP9-4 KRTAP9-8 LACTB LARP1B LARP4 LEPROT LGI2 LGR4 LHFPL5 LIMS1 LIN7A LIPA LMOD3 LNPK LOC102724701 LRAT LRIT2 LRP12 LRP1B LRP6 LRPAP1 LRRC8A LRRC8B LRRC8C LRRK2 LYPD1 LYSMD2 MACROD2 MAGI3 MAN2A1 MAP1B MAP3K1 MAP4 MAP4K5 MAPK1IP1L MARCHF5 MARCHF6 MARK3 MBNL2 MBNL3 MCM6 MDM4 MECOM MED13 MED14 MEIS2 METAP1 MFAP1 MFSD14A MGAT2 MGAT4A MIB1 MIS12 MKX MLH3 MOB4 MORF4L1 MPPED2 MPRIP MRE11 MRPL30 MRTFB MSANTD3-TMEFF1 MSL1 MSL2 MTM1 MXD1 MYADM MYEF2 MYO1B MYOCD MYOZ2 MYSM1 MYT1 MYZAP NAA50 NADK2 NAP1L2 NAP1L4 NAV1 NCOA3 NCOA5 NDUFA10 NEDD4L NEK7 NEMP2 NETO1 NEXMIF NFAT5 NFXL1 NHS NIPA1 NLN NOTCH2NLA NR3C1 NR6A1 NRP1 NRXN1 NTRK2 NTS NUFIP2 OAZ2 ODF3 OGFRL1 ONECUT2 OPTN OR2H1 ORC2 OSBPL8 P2RY14 PAFAH1B1 PAFAH1B2 PAK3 PALS1 PAM PAN3 PAQR9 PAXIP1 PBRM1 PCDH11X PCDH7 PCDHB12 PCDHB7 PCGF6 PCLO PCMTD2 PDE1C PDE3A PDE7A PDIK1L PDK2 PDS5B PEX5L PGAP1 PGR PHC3 PHF6 PHF7 PHLDA1 PIH1D2 PIK3C2A PLCL1 PLCXD3 PLEKHA2 PLEKHB2 PLEKHM3 PLPPR4 POTEF POU2F1 PPEF2 PPIG PPM1A PPM1E PPM1L PPP1CB PPP1R9A PPP2CA PPP4R1 PPP6R3 PRKG1 PROSER1 PROX1 PRPF4B PRR23B PRRC1 PRRC2B PRTG PSIP1 PSMD12 PTBP3 PTCH1 PTGFRN PTPN12 PTPN4 PTPRE PTPRF PTS PURB QKI QSER1 R3HDM1 RAB11FIP2 RAB22A RAB26 RAB30 RAB5IF RAD51AP2 RAD51B RAG1 RAI14 RALGAPA2 RALGPS1 RAP1GDS1 RAPGEF6 RAPH1 RASSF3 RBM25 RBM26 RBM47 RBM4B RBM8A RBMS3 RBPJ RC3H1 RD3L RDH11 REPS2 RFK RFPL4B RFX7 RGS21 RGS7BP RHOH RIOK1 RNF182 RO60 ROBO1 ROBO2 RORA RPGR RPGRIP1L RPRD2 RPS6KA2 RPS6KA6 RSRP1 RTN4 SAMD12 SAMSN1 SAP30L SAR1B SBNO1 SC5D SCAI SCN7A SCN8A SDC2 SDHAF4 SEC14L5 SEC22C SELENOI SEMA3D SEMA6A SENP1 SEPTIN2 SERBP1 SERINC5 SERPINB13 SERTAD2 SEZ6L SFMBT2 SH3GLB1 SIRT1 SIX1 SIX4 SLC1A2 SLC24A2 SLC25A36 SLC25A46 SLC30A7 SLC35D1 SLC35F1 SLC38A11 SLC38A2 SLC44A1 SLC7A11 SLC8A1 SLC9A6 SLITRK1 SMARCAD1 SMG1 SMU1 SNAP23 SNRPD3 SNTB2 SNX10 SNX3 SNX6 SOGA1 SOX13 SP1 SP4 SPAG9 SPIN1 SPRY1 SPRY2 SPTAN1 SPTLC2 SPTY2D1 SPX SRCIN1 SREBF2 SREK1 SRP9 SRSF3 SRSF6 SRY SSR3 ST13 ST8SIA4 STAG2 STAM2 STARD4 STIM2 STRN SUB1 SULT1E1 SUMO1 SYNJ1 TAC1 TAF5L TANC2 TAOK1 TATDN2 TBC1D9 TBL1XR1 TBX3 TEAD1 TENM1 TENT2 TENT5A TEX14 TFAP2B TFCP2L1 TGIF2-RAB5IF THRB THSD7A THSD7B TLK1 TLR7 TMCC3 TMED2 TMED7 TMEFF1 TMEM106B TMEM117 TMEM135 TMEM139 TMEM170A TMEM170B TMEM215 TMEM59 TMPO TMTC2 TMX4 TNRC6B TOX3 TP53INP1 TP63 TPD52 TPD52L3 TPMT TPP2 TRA2B TRAF3 TRAK2 TRAM1 TRAPPC13 TRIM2 TRIM24 TRIM33 TRIM35 TRIM67 TRIP13 TRMT9B TRPC5OS TRPS1 TSPYL4 TUBD1 TWF1 TXLNA TYW1 TYW1B U2SURP UACA UBA6 UBE2E2 UBE2V2 UBE2W UBP1 UNC119 USP3 USP31 USP37 UTRN VAMP4 VIT VRK1 VWC2 WAPL WDR12 WDR41 WDR48 WNK1 WNT7B XIRP2 XPO6 XPR1 XYLT1 YAP1 YBX1 YLPM1 YPEL2 YTHDF3 YWHAG YWHAZ ZBTB20 ZBTB24 ZBTB41 ZBTB44 ZC3H12B ZCCHC4 ZCCHC9 ZFAND1 ZFAND5 ZFHX3 ZFP28 ZFX ZFY ZNF12 ZNF135 ZNF264 ZNF326 ZNF407 ZNF468 ZNF518B ZNF519 ZNF704 ZNF827 ZSCAN5A ZUP1 ZZEF1 MIR571 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR571 ANKIB1 ATP5MK BIRC3 CHD1 CLIC2 CREBBP CREBRF CSNK2A1 CYP24A1 DMBT1 ERLIN2 FAM163A FBXW10B FLVCR2 GLG1 GPC6 H2BC5 HECW1 IL6R ITGA6 KCNH7 KCNIP1 KCNN3 KDM5B KIAA1328 LAMA1 LINGO1 LMX1A MEMO1 MFSD6 MRPS18B MTRF1 NECAB1 OTUD3 PAPOLA PAX8 PIK3CG PIM1 POU2F3 PPP1R12B RAB9A RABGAP1L RANBP10 RASSF8 RDH12 REG1A RFPL1 RFPL3 RGPD1 RNF169 RUNX1 SAMD12 SCRT2 SLC1A6 SLC6A4 SPAG8 SS18L2 STK11IP STRN TNFSF8 TRAPPC4 TXK XDH XPO1 ZBTB42 ZNF426 MIR573 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR573 ADPRHL1 APBB2 ASPH BCL11A BIN3 BMPR1A BSDC1 BTBD7 C21orf91 C9orf24 CACNA2D2 CCDC186 CCNL2 CLC CLK2 CNOT7 COBLL1 CPA4 CROT CXCL9 CYP7B1 DKK3 DTWD1 DYNAP E2F3 EBF3 EGFR EPHA3 FMO3 GABRR1 GNB5 GPR171 GRM5 HCN1 HLA-DPA1 IRX2 ITGB8 KCNMB2 KCNV1 KDM5B KLRC1 KRT32 LYRM4 MARCHF2 MCM9 MED13 MLANA MMUT MTMR2 NHLH2 NR4A2 OST4 PAQR5 PCDHB12 PRSS35 PTS PYGO1 RAB23 RBM12B RINL RNF213 RNF32 RPA1 RPL36A SASH1 SATB2 SEPHS1 SHCBP1 SLC23A1 SLC25A23 SLC25A26 SLC2A12 SLC4A5 SNTN SOSTDC1 SPOPL SPTLC3 TAGAP THAP10 TMEM217 TRDN TRIB2 TYW3 UNC5C WDR72 WNK3 XYLB YAF2 ZNF148 ZNF155 ZNF483 MIR5739 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5739 APBA1 BCL9 CSNK1G3 DDN PCYT1B SORCS1 TDRD1 MIR574_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR574_3P ADAM28 CCDC39 RXRA TMPRSS11D USP45 MIR574_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR574_5P ADGRB2 ARFGEF1 ATCAY BTBD7 C11orf96 CALCOCO1 CALML4 CAPSL CCDC141 CCDC70 CCDC88C CCK CD96 CDC42BPB CELF4 CYP2S1 DAZL DDB1 DGKG DPP4 EEF1AKMT3 EEF2K EPHA3 EVX1 FAM221B FOSL1 FOXI2 FOXL2NB FOXN3 GALNT3 GET3 GOLGA1 HLTF IDH1 IGDCC4 IL5RA INSYN2B KALRN KATNAL1 L2HGDH LARP6 LRIT1 MDGA1 MIS12 MKRN1 MORF4L1 MS4A7 MYCBP NEBL NKAIN1 NRN1 NSD1 NSD2 NSUN5 NT5C3A ONECUT2 PHF20L1 POGLUT3 PRADC1 REL RERGL RFX4 RGMA RNF114 RSC1A1 S100A12 SEMA7A SHISA9 SLC52A2 SOX6 ST8SIA4 TCF20 TEAD1 THRB TRIM68 UBA3 USP44 VWA5B2 WDR19 ZNF578 ZNF589 ZNF626 MIR575 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR575 ABCD3 AKAP13 ANK3 ANKRD23 ANKRD61 BTBD3 CADM2 CEP128 CEP85L CHD9 CHSY3 CSNK1G3 CXXC5 DCUN1D4 DENND5A DIPK2A DOCK5 DPP8 DYNC1LI2 ELAVL4 ELOVL6 EPB41L5 EPOR FBXW11 GUCY2C ITGA2 LSM12 MBD4 MEF2C NDEL1 OSMR PCDH19 PLPPR4 POLR3B PURA RBBP5 RIPK4 SBNO1 SNRPD3 ST7L STOX1 TPT1 TSSK1B USP49 WDFY3 WEE1 WNK3 YPEL5 ZNF142 ZNF398 ZNF425 ZNF516 ZNF827 MIR576_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR576_3P ADD3 ADGRB3 ARHGAP15 C3orf70 C5orf24 CALML4 CLUL1 CNOT2 DDI2 DNAH12 DOCK9 EFCAB2 EGLN1 EGR3 ENTPD5 FAM9B FGF2 FGL2 GABPB1 GNG5 GREB1 GRM5 GTF2A1 HAO1 HOOK3 ISL1 KDM6A KLHL24 LIN28A MAPK6 MARCHF11 MCCC2 MED27 MED29 MPHOSPH8 MS4A1 MYBL1 MYOT MZT1 NAALADL1 NDUFAF5 NHLH2 PAPOLB PHYH PIERCE1 PPP2R5E PTPRT RAB2A RIMS2 RORA SCNN1G SIKE1 SLITRK1 SMTNL2 SPIB STAG2 STOX1 TAB2 TAGAP TEX10 TMEM65 VWA3B ZNF680 MIR576_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR576_5P ABHD18 ACP3 ACSL3 ACTR2 ACVR1B ADAMTS3 ADAMTS5 AFTPH AGGF1 AHI1 AHR AK7 ANKRD28 ANKRD29 APH1B APPL1 AQP4 ARGFX ARHGAP11A ARHGAP5 ARMC3 ASPH ATP6V1G1 ATPSCKMT AVL9 B3GNT5 BACE2 BCAT1 BLZF1 BMP2 BOLL BRWD3 C10orf88 C11orf54 C1GALT1C1L C21orf91 C4orf46 CA8 CADM2 CAMK4 CAPS2 CAPZA2 CAST CAV1 CCDC148 CCDC39 CCSER2 CD164 CD38 CDCA4 CDH11 CDK17 CDK6 CEBPZOS CENPS CERK CETN3 CFAP97 CHIC1 CIP2A CISD2 CKAP5 CLOCK CLTC CMYA5 CNTNAP2 COBLL1 COMMD6 CPNE3 CRISPLD1 CUL3 CUX2 CXADR CYYR1 DBT DCLK1 DCP2 DDHD1 DDX42 DGKH DIAPH3 DNAL1 DSE E2F6 EFCAB11 EFNA5 EGF EIF4A2 ENAH ENKUR ENY2 EPHX4 ERICH3 ETNK1 F9 FAM169A FAR2 FAXC FBXL17 FBXO42 FDX1 FGF2 FLI1 FMN1 FMR1 FNDC3A FREM1 FSTL5 FUT4 FUT9 FZD3 GAB1 GAS2 GASK1B GCFC2 GCLM GDAP1 GDAP2 GOLIM4 GOPC GOSR1 GPATCH11 GRB10 GRIN2A GRM3 GRM5 HACE1 HBS1L HCFC2 HDAC9 HDGFL3 HEXIM1 HIPK1 HOOK1 HPRT1 HS3ST3A1 HTR1F HYCC2 ICA1L IGDCC4 IGF2BP2 IKZF5 IL6ST INSIG1 IPMK IRAK3 ITGA4 ITGA6 ITGB8 ITGBL1 ITPRID2 JADE2 KAT6A KCMF1 KCNA4 KCNMA1 KCNQ5 KCTD4 KLF10 KLF3 KRR1 LAMP2 LAMTOR3 LARP4 LCLAT1 LDB2 LEPROT LINC01517 LONRF2 LPP LRP2 LRRCC1 LUM LUZP2 LY6K LYSMD4 MACIR MAP7 MAP9 MECP2 MEGF11 METTL9 MFSD4A MGA MGARP MGAT4A MIPOL1 MMGT1 MMP20 MOB1B MRAS MRPL42 MRPS7 MSANTD3 MSX2 MTSS1 MYO5B N4BP2 NALCN NAMPT NBPF1 NCEH1 NCK1 NCKAP5 NDFIP2 NDST3 NECAB1 NECTIN3 NEXMIF NF1 NFAT5 NFXL1 NLK NPR3 NR3C1 NR3C2 NR4A3 NRIP1 NUFIP2 ODF2L ONECUT2 PAPOLB PCDH10 PCDH17 PCDHB2 PCGF5 PCLO PDE12 PDS5A PDXDC1 PER2 PEX5L PGGT1B PIAS1 PIMREG PJA2 PLCL1 PLEKHA8 PLRG1 PNRC2 POLDIP2 POLR1D POU2F1 PPM1A PRPF38B PRPF40A PTPN4 PUM2 PWWP3B PXYLP1 RAB11A RB1 RBAK-RBAKDN RBL2 RBM38 RBMS3 RC3H1 REEP3 RFX3 RGS5 RIOK3 RNF138 RSRC2 RTL3 S1PR3 SAMSN1 SCAF11 SCAI SENP7 SGPP1 SI SINHCAF SIX2 SKIL SLC10A4 SLC16A7 SLC4A7 SLC5A12 SLC6A14 SLC7A11 SLC9A4 SLCO4C1 SNX10 SOHLH2 SORL1 SP4 SPIN1 STAU2 STXBP3 SUMO2 SUMO4 SYTL2 TASOR TCAIM TDRD7 THAP5 THRAP3 TM9SF3 TMEM14A TMEM196 TMEM33 TMEM38B TMF1 TMPO TMTC3 TNFRSF11B TOMM70 TOX TRDN TRIM23 TRIM33 TRIP11 TSHZ3 TTC3 TULP4 TXNDC16 UBE2O UBR3 USP47 VEGFA VIRMA VTA1 WDR33 WDR72 WWP2 YBX1 YIPF6 YTHDF3 ZC3H12C ZDHHC17 ZDHHC21 ZEB1 ZFHX4 ZFP30 ZFP82 ZFX ZHX1 ZMAT3 ZNF131 ZNF146 ZNF181 ZNF273 ZNF326 ZNF507 ZNF670 ZNF770 ZNF805 ZNF850 MIR577 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR577 ADAMTS3 ADAMTSL3 ADRA1A ADSS2 AGK AHR AIP AMER2 ANTXR2 APLN AQP4 ARHGAP42 ARID2 ARL15 B3GALNT2 BAZ2A BHLHE40 BLZF1 BMPR2 BPTF BRWD3 BTAF1 C18orf54 C5 CALCRL CASD1 CAV1 CCDC125 CCDC39 CCDC82 CCNE2 CCPG1 CCR2 CCR6 CD44 CDK13 CDK19 CDKL3 CFAP20 CHFR CISD2 CLDN1 CLIC4 CLMN CMTM7 CNOT11 CREB1 CREB5 CREBL2 CRHR1 CSRNP2 CTDSPL2 CTSC CYB5R4 CYBRD1 CYP2J2 DACH1 DAZ1 DAZ2 DAZ3 DAZ4 DCX DENND1B DENND2A DENND6A DGKI DIP2B DIPK2A DNAJB11 DNAJB9 DNAJC16 DNAJC21 DPP10 EEA1 EFHC2 EIF2AK4 EMC1 ENSG00000255537 EPC1 EPDR1 EPHA5 EPM2AIP1 ERC2 ESCO1 ETNK1 EXTL2 F2R FAM107B FAM120C FAM135A FBXO36 FBXW10B FGG FKBP1A FOXK1 FRMPD4 FUT11 FZD1 GALNT3 GARIN1B GFPT1 GIN1 GKN2 GLB1L3 GOLPH3 GPR65 GRIA4 GRIK4 GRIN2A GRM7 GSE1 GUCY1A2 GXYLT1 HAT1 HAUS6 HCFC2 HDX HEBP2 HNRNPU HOOK3 HOXA1 HP1BP3 HPSE IFNA1 IGF1R IGF2BP1 IGSF11 IKZF2 ING1 INO80D IPMK IRAK1BP1 ITGB8 JAGN1 JCAD KAT6A KCNA4 KCNJ10 KCNJ13 KITLG KLF12 KLF4 KLHL2 KLHL24 KPNA1 KRTAP1-5 KRTAP4-4 LACTB2 LARP6 LHFPL3 LIG4 LMO3 LRP12 LRRFIP2 LRRTM3 LSM14A LYPD6 MAFF MCHR2 MINDY2 MLLT11 MMGT1 MRO MRPL19 MRPL33 MRPS10 MRPS18C MTF1 MYNN N4BP2L2 NCKAP5 NDUFB4 NEIL2 NEK1 NEK11 NEK6 NRXN1 NUDT15 ODF2L OSR2 PABIR3 PABPC4L PAPOLA PARP1 PARS2 PATE3 PAWR PCDH20 PCDHB10 PCDHB11 PCLO PCMTD1 PCNX1 PCSK5 PELI1 PEX13 PGGT1B PGRMC1 PHC3 PIWIL1 PLCL1 PLEKHA1 PLXDC1 POLH PPM1H PPP1R3B PPP6C PPTC7 PRDM12 PRKAA2 PRTG PTF1A PUM2 PXDC1 RAB3IP RANBP3L RBFOX1 RBM12 RBMS3 RBP4 RDX RHOA RLIM RNF149 RNF217 RORA RPS6KA3 RSBN1 RTN4RL2 S100Z SALL4 SAMHD1 SCN9A SCRT2 SDC2 SDK1 SEMA5A SERPINB9 SERTAD3 SETD5 SGCD SH3GL2 SHMT2 SHROOM2 SIKE1 SIMC1 SKI SKP2 SLC10A7 SLC13A1 SLC22A24 SLC27A6 SLC2A14 SLC30A8 SLC7A11 SLIT3 SLU7 SMURF2 SOWAHA SOX9 SP3 SP4 SPAG9 SPDYE1 SPDYE3 SPDYE5 SPDYE6 SPIN3 SPTBN1 SRSF1 SSBP2 STAG2 STYK1 SYCP2 SYT16 TAF7L TAGAP TASOR TBC1D8B TCFL5 TENM1 TESC TFAP2A TFAP2B TFPI2 TLN2 TM9SF3 TMEM167A TMEM53 TMEM61 TMEM98 TMOD2 TNFSF8 TNKS2 TRHDE TRPC1 TTC30A TULP4 TVP23C TXLNG TXNDC8 UBR2 UGT2A3 UGT3A1 ULK2 UMAD1 UNKL USP25 USP6NL UXS1 VDAC1 VGLL3 VPS13C WEE2 ZBTB11 ZBTB4 ZBTB43 ZC2HC1A ZCCHC10 ZDHHC15 ZEB2 ZFHX3 ZFPM2 ZMAT3 ZMIZ1 ZMPSTE24 ZNF101 ZNF235 ZNF280D ZNF334 ZNF546 ZNF655 ZNF711 ZNF776 ZNF827 ZSCAN2 ZYG11A MIR578 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR578 ABCD4 ABHD13 ADAMTS3 AHCYL2 AMDHD1 ANO2 ARHGEF9 ARID1B ATP9A BAAT BAG2 BCL11B BRIX1 C2orf88 C9 CA12 CCDC125 CDC37L1 CENPQ CEP57L1 CIT CNOT6L COBLL1 COL19A1 CPEB3 CPED1 CR1 CREBL2 CRYAB CTNNA2 CTSO CYB5B CYYR1 DCAF1 DCTN6 DICER1 DKK2 DPY19L3 DPYD DSG1 DTD2 EPHB1 EPM2A FAT4 FBXO4 FGF12 FNTA FRMD4B FSTL5 FUT9 FZD8 GCSAML GLCE GLIPR1L2 GLIS1 GRB2 GRID1 HACD1 HIF1A HIPK2 HOOK3 HSPE1-MOB4 HTR1B ICOS ITGA4 JAZF1 KCND2 KCNV1 KCTD8 KIAA0586 KIAA1328 KIAA1549L LDB2 LDLRAD4 LIMS1 LIPA LPL LPP LRP8 LSM5 LYRM7 MAGI3 MAP3K2 MAP7 MBNL3 MED14 MEF2A MEOX2 MLLT3 MOB1A MOB4 MRAP2 MSRB3 MTM1 MYH11 NIPBL NRP2 NT5C2 ODF2L ONECUT2 PAFAH1B2 PAPPA PCDH15 PCDHB9 PCSK2 PELI1 PFN2 PHLDB2 PIK3C2A PKP2 PLEKHA8 PPM1A PPP1R14D PPP3R1 PRDM5 PRKAR2B PRKCQ PYROXD1 QSER1 RBMS3 RETREG1 RNF217 RORB RUFY2 SAMD8 SAXO2 SCML1 SCRN3 SEZ6L SHOX2 SIX3 SLC24A2 SLC35F2 SLC36A4 SLC38A6 SMAD6 SMAP2 SOCS2 SOX21 SPDYA SPTY2D1 SRP72 SRP9 STAC TACC2 TAFA1 TBC1D1 TBCK TCTN1 TENM3 TGFB2 TMED5 TMEM212 TMEM70 TNFRSF19 TNFSF13B TOX3 TP63 TRPC6 ULBP1 UPP1 UQCRQ USP15 USP27X USP30 VEGFA VIP WDR64 WNT5A ZBTB20 ZBTB41 ZNF25 ZNF331 ZNF365 ZNF398 ZNF449 ZNF559 ZNF569 MIR5787 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR5787 AAK1 ABCG4 ABR ACTMAP ADAP1 ADCY1 ADCY6 ADGRL1 ADRB3 AFF3 AGAP2 AK1 AKAP4 AMACR ANKS1A ARHGAP35 ARHGDIA ARID3B ARMC6 ARNT ASCC2 ASIC1 ATF7 B3GAT1 B3GNTL1 BARHL1 BBC3 BMP8B C7 CACNA1E CASS4 CBFA2T3 CBX6 CCDC157 CCDC28A CCL28 CD28 CEACAM6 CELF3 CEP85 CHRM1 CIRBP CLCC1 CLOCK CLVS1 CMTM3 CORO1A CORO1C CPLX2 CPNE5 CPTP CRHR2 CRTC1 CSK DAOA DENND1A DES DHCR24 DHX8 DMBX1 DMWD DNMT3A DPYSL5 DUSP8 ECE1 EME1 EMILIN3 ENG ENSA ESPN FAM166B FAM219A FAM53B FBXO41 FLNA FMNL3 FOXN3 FSCN1 GARRE1 GATAD2A GGT7 GIPC3 GLIS2 GPC1 GRAMD1B GRIK3 GUCA1B HADHA HCN4 HECTD1 HMGA1 HSPB6 IGF2BP1 IGFBP5 IL17REL JADE2 KCNE4 KCNT1 KIF21B KSR2 LAYN LMX1B LRP1 LYSMD1 MAPKAP1 MARCHF8 MED26 MEIS2 MFNG MLKL MLPH MNT MOB3C MYO1D NAPA NAT8L NATD1 NCLN NCS1 NDST1 NECTIN1 NEURL1 NF2 NFIB NFIC NFIX NFX1 NNAT NOVA2 NPLOC4 ORAI2 OSBP2 P2RX1 PACS1 PARP16 PAX5 PDGFB PELATON PHACTR4 PIANP PIP4K2B PLEC PLEKHO1 PLXDC2 PLXNA2 PLXNA4 POU2F2 PPFIA2 PPIP5K1 PPME1 PPP1R16B PPP1R3B PPP1R7 PPP3R1 PROX1 PSAPL1 PSG1 PTAR1 PTDSS2 PXN RAB43 RALY RAPGEF5 RASGEF1A RBMS2 RCAN2 RERE RHOQ RIMS4 RING1 RNLS RPGRIP1L RSPRY1 RXRA SARM1 SCD5 SCUBE3 SDK2 SELENON SEMA3G SEPTIN3 SEZ6 SH3GL1 SH3KBP1 SH3PXD2A SHB SHISA6 SHISA7 SHROOM4 SIX3 SLC25A22 SLC30A7 SLC35E1 SLC38A1 SLC43A2 SLC7A1 SLC7A8 SLCO2B1 SMAD3 SMARCD2 SMIM7 SMPD3 SMYD1 SNX29 SOGA1 SP1 SPEG SPSB4 ST6GALNAC6 ST8SIA5 STAMBP STK40 SULF2 SUV39H1 SYNGAP1 SYT1 TANC2 TBC1D13 TBC1D16 TEAD2 TENM1 TMCC2 TMEM104 TMEM184A TMEM63C TNFRSF10C TP53I11 TPCN1 TRABD2B TRARG1 TSBP1 TTBK1 TUBB4B UBR2 UBR5 UCP2 VPS37C VSX2 WDFY1 WDTC1 WWP1 ZBTB2 ZDHHC14 ZDHHC22 ZFP41 ZMIZ2 ZNF219 ZNF395 ZNF600 MIR579_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR579_3P ABI2 ACBD5 ACSL6 ACTN2 ACVR2A ADAM22 AFF2 AGFG1 AGPS AHCTF1 AHSA2P AJUBA AK3 ALCAM ANGEL2 ANGPT1 ANKIB1 ANKRD10 ANKRD27 ANKRD44 ANO10 ANO5 ANTXR2 AP1S2 APAF1 APBB2 APC APELA AQP4 ARHGAP28 ARL5A ARMT1 ARRB1 ARSB ATAD1 ATE1 ATP2C1 ATP6V1C2 ATP8A1 B3GNT5 B4GALT6 BACH2 BCL11B BECN1 BICRAL BMPR1A BMT2 BRCC3 BZW1 C19orf12 C1orf141 C2CD5 C2orf88 C4orf17 CA13 CACNB4 CADM2 CALM1 CALN1 CAMTA1 CAPN7 CAPZA1 CARD14 CAV2 CAVIN4 CCAR1 CCNC CCSAP CCSER1 CD1B CD2AP CD38 CDC73 CDH10 CDK14 CDK6 CEP57L1 CFAP90 CFAP91 CHM CHODL CHRNA9 CHSY3 CLDN8 CLEC12B CLIC5 CLVS2 CMC4 CMTM4 CNTN5 CNTNAP4 COBLL1 COL4A3 CPLX4 CPT1A CRISPLD1 CSDE1 CTCFL CTDSPL2 CTNNA1 CTNNAL1 CTTNBP2NL CUL4B CWF19L1 DAPP1 DBT DCAF10 DCP2 DENND4A DENND4C DEPDC1 DGKE DGKH DHX8 DIO2 DIP2C DISC1 DLG2 DMGDH DNAI2 DNAJB14 DOCK1 DPP8 DSC3 DSCAML1 EAF1 EIF3J ELL2 ELP4 EMC6 ENTPD7 EPHA3 ERAP1 ERAP2 ERP44 ETNK1 ETV6 F5 FAM210A FAM76B FAM83B FAM98B FAT3 FBXO21 FBXO33 FNDC3A FNIP1 FRYL FUT9 FZD3 GABPA GABRB2 GCOM1 GDPD2 GIPC2 GJA1 GLDN GLIS3 GLS GNAQ GNAS GNAT1 GOPC GPBP1 GPC4 GPC6 GPHN GPM6B GPR160 GPR180 GPR34 GPRASP2 GPRASP3 GSKIP GUCY1A2 GXYLT1 GYPA HABP4 HAS2 HBS1L HDAC8 HDAC9 HEY2 HHIPL2 HIPK2 HNMT HOOK3 HOXD10 HSD17B12 HSF5 HSPA4L IGSF11 IGSF5 IKZF5 IL22RA1 IL6ST ING1 INSYN1 INSYN2A IPO7 IPO9 IQGAP2 IRF8 ITGA4 ITGBL1 ITPR1 JAG2 JRKL KCNH8 KCNN3 KCNQ3 KCTD16 KIAA1549L KICS2 KIF11 KIF2A KIF4A KIF5B KLF12 KLF5 KLF7 KLF9 KLHL31 KLHL9 KRT10-AS1 KRTAP4-2 LACTB2 LAMP3 LAPTM5 LCP2 LDAH LGI1 LIF LIMS1 LINC03042 LONRF1 LRAT LRATD1 LRP6 LRRC19 LRRK2 LRRTM2 LRRTM3 LSAMP LSM11 LSM8 LTBP1 MAEA MAMDC2 MAP1B MAP3K13 MAP3K7 MAP4K5 MBNL3 MBOAT2 MBTD1 MBTPS2 MC2R MCTS1 MDGA2 MDH1 MED4 MEGF11 METTL14 MFSD6 MKX MMRN1 MOB1B MORN4 MTDH MYEF2 MYO6 MYRIP NAA15 NAALADL2 NANOG NAPEPLD NARS1 NCEH1 NCK1 NCKAP5 NCOA5 NCOA7 NDFIP2 NECTIN3 NEDD4L NEK7 NET1 NEXMIF NFIB NKTR NLGN1 NOVA1 NPAS3 NPY5R NR2F2 NR4A3 NSUN6 NTM NTNG1 NTRK2 NUS1 NVL OGFRL1 OGT OLFML2B OLIG3 OMG OR51E2 OSBPL6 OSBPL8 OTUD6B OXNAD1 OXR1 PABIR2 PAK3 PANK1 PAPOLG PARM1 PATJ PCDH18 PCDHA2 PDIK1L PDP1 PFDN4 PGM2L1 PHACTR2 PHB1 PHC1 PHF20L1 PHIP PHKB PHLDB2 PIAS2 PIK3CA PIK3R1 PJA2 PKN2 PLAC8 PLEKHA3 PNPLA8 POC1B POLR2M POU3F2 PPFIA1 PPFIA2 PPM1L PPP1CC PPP2R3A PRDM10 PRELID3B PRICKLE2 PRKCB PRPF4B PRPS1 PRSS37 PRTG PSMD12 PTCHD1 PTCHD4 PTGER3 PTPDC1 PYGO1 QKI QSER1 RAB22A RAB23 RAB3B RABGEF1 RAP1A RASGRF2 RBFOX1 RHOQ RIF1 RIOK2 RMND5A ROBO2 RPRD1B RPS6KA3 RUFY2 SAMD13 SEC24B SELENOF SEM1 SENP6 SERINC1 SETX SFI1 SGIP1 SH2D4B SH3GL3 SH3TC2 SHC3 SHLD2 SHROOM3 SIRT1 SKIL SLC10A2 SLC16A7 SLC22A12 SLC25A16 SLC25A17 SLC48A1 SLC4A4 SLC6A11 SLC6A2 SLC7A11 SLC7A13 SLCO1A2 SLITRK2 SMIM14 SMIM15 SMIM8 SNAP25 SNTB2 SOBP SORBS1 SORD SPA17 SPC24 SPIRE1 SPTLC3 SQLE SRBD1 SRGAP1 SRP19 SRP72 SSPN STAG1 STAG2 STAM STMN2 STMN3 STT3A STXBP5 SULT1B1 SUMF1 SWT1 SYPL1 TANC2 TAOK1 TBC1D4 TBC1D9 TBL1XR1 TBX22 TEAD1 TENT5A THSD7A TIGAR TMED4 TMEM135 TMEM200A TMEM215 TMEM220 TMEM229A TMEM233 TMEM30B TMEM45A TMEM62 TMF1 TMSB4X TMTC3 TMX4 TNFSF8 TPR TRABD2B TTC17 TULP4 UBE4A UBL3 UFL1 UGT3A1 UQCC4 USH2A USP38 USP7 UVRAG VGLL3 VPS50 WASHC5 WDR89 WWC2 WWTR1 XKR6 XPO4 YIPF6 YOD1 YPEL1 YTHDC2 YTHDF3 ZBTB10 ZBTB34 ZBTB4 ZC3H6 ZFHX3 ZFHX4 ZFP14 ZFX ZIC3 ZMYM4 ZNF280C ZNF326 ZNF347 ZNF605 ZNF655 ZNF704 ZNF713 ZNRF3 ZYG11A MIR580_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR580_3P AAK1 ABCA1 ABI1 ADARB1 ANKRD6 ANKS4B ANO3 ARL11 ASAP1 ASPN ATF7IP BAZ1A BRPF1 BTC BTG1 CACUL1 CALHM5 CAMSAP2 CAPN5 CASQ2 CCDC102B CDC37L1 CDK14 CEP41 CEP85L CETN2 CFHR3 CILK1 CIP2A CISD1 CLOCK COL11A1 COMMD2 COX11 CPD CPNE3 CPPED1 CREB1 CROT CTDSPL2 CYC1 CYP7B1 DCAF5 DCP2 DCT DLG4 DNAJC10 DNAJC25 DSG3 EIF4E ELK4 ELP4 ENO4 EVI5 EXO5 EXTL2 FAM90A1 FAR2 FBXO5 FBXW2 FCHO2 FLI1 FMN2 FNBP4 FNDC1 FNIP1 FRY FSD1L GABPA GABRA1 GABRA4 GADD45A GAREM1 GCOM1 GDAP2 GGCX GHITM GIT2 GOPC GPR155 GPR158 GRM5 GUCD1 HAPSTR1 HDAC9 HDGFL3 HIF1A HSPB1 HTN1 ICE2 ICMT IGSF3 IL20RA IL22RA2 IMPG2 INPP4A IQCE ITFG1 KBTBD6 KCNMB3 KCNS3 KIAA1191 KPNA1 KPNB1 KREMEN1 KRTAP11-1 LIX1L LRATD1 LRRC3 MEGF11 MFSD4A MINDY2 MME MOB1A MPPE1 MRPL42 MS4A2 MYBL1 NARS1 NBPF14 NBPF15 NBPF20 NBPF9 NCK2 NECAB1 NEDD9 NIPAL1 NPAS3 NR1I2 NR4A2 NSD2 NSUN7 NUSAP1 PAG1 PALM2AKAP2 PAQR8 PCDHB14 PCLO PDCD4 PDCD6IP PDE1A PDE4DIP PEAK1 PGGT1B PHF14 PI15 POLR2M PRKG2 PRSS12 PSD3 PTK2 PTK7 PTPRB PYGO1 PYROXD1 RAB6B RBL1 RNF11 ROBO1 RTKN2 SAMD9L SAP30L SATB1 SBSPON SCAI SESTD1 SH3PXD2A SIAH1 SLC12A1 SLC41A1 SLC6A2 SLK SP100 SPART STAG1 STAU1 STRBP STX7 SUMO2 SYNPR SYT15 TAF8 TERB2 THUMPD1 TIAM1 TMEM185B TOGARAM1 TP53INP1 TPD52L3 TRAM2 TRDN TRHDE TRPM7 TRUB2 TSLP TTC32 TXN UBE2F USF3 WDR33 XRRA1 YES1 ZBTB20 ZDHHC21 ZFHX3 ZNF100 ZNF148 ZNF208 ZNF239 ZNF250 ZNF516 ZNF620 ZNF670 ZNF704 ZNF782 ZSCAN31 MIR580_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR580_5P ABRAXAS2 ACSL3 ADAM10 ADAM28 AHCYL1 ALB ALG10B AMMECR1 AMOT ANKRD33B ANKS1B ARHGAP36 ATF2 ATP1B4 B3GALT2 BARD1 BAZ2B BOC BORCS7 BTBD8 C14orf39 C8orf33 C9orf64 CCDC141 CCL28 CD164 CDC14B CDX1 CEP162 CEP170B CERS6 CERT1 CIAO2A CLDN10 CLINT1 CMPK1 CNOT7 COL25A1 COMMD3-BMI1 COX18 CPEB3 CTNNA2 CUL3 CYB561D1 CYP3A7 DDI1 DICER1 DLGAP4 DNAJC13 DNHD1 DSCC1 ECHDC1 EHHADH EIF1B ELF1 ELOVL2 ELOVL5 ELOVL7 EMP2 ERAP1 ERCC6 EXT2 FAM111B FAM210A FAM216A FAM216B FBXW2 FGFR2 FLT1 FRS2 FZD3 G2E3 GARRE1 GJC1 GMCL1 GPHN GRIK2 GRPEL2 GUCY1A2 H2BC12 HAL HCN1 HECTD1 HEMGN HIPK1 HMGCLL1 HMGN3 HNRNPA0 HSPA9 IL17D ING2 INO80 INO80D IREB2 JADE1 KCMF1 KCNV2 KCTD6 KIAA1143 KICS2 KIF13A KIF5B KLRC1 KLRC2 KMT5B KRAS L3HYPDH LAMB4 LCORL LDLRAD4 MAPK1 MBTPS2 MCTP1 MED6 MFSD4A MTCH2 MTMR4 MTX3 MYO1B NAA50 NARS2 NBEAL1 NDFIP1 NDUFB4 NEDD9 NGF NOVA1 NSD3 PAK2 PAPOLG PDCD4 PDE12 PDSS2 PER3 PEX3 PHF3 PIAS2 PINX1 POLK PPDPFL PRKAR2B PRRG1 PSMA1 PTER PTPN13 PTPRG RAB27B RAB33B RAB6C RAP1B RBFOX1 RCOR3 RHOBTB1 RNF38 RNF44 RNH1 RNMT RSBN1 RUNX1T1 SF3A1 SH3BP5 SHPRH SIPA1L1 SKAP2 SLC10A2 SLC10A7 SLC1A3 SLC25A24 SLC8A3 SLCO4C1 SLITRK3 SMARCAD1 SMARCC1 SNAP25 SNX3 SNX5 SPIN4 SPRED1 SPTSSA SRSF10 SSBP2 SSPN SSTR1 ST13 STAG2 STEAP2 STRN SUCLA2 SUZ12 SYCP2 TAP2 TAT TECTB TET1 TJP1 TM9SF4 TMEM47 TMEM59 TNNT1 TOP1 TOR1AIP1 TRAF3IP1 TREM1 TRIM2 TRIM49 TRIM49C TRPM8 TSPYL1 TTC3 UBE2W USP51 VPS13C VTI1A VWC2 WAPL WFDC8 XG XRRA1 ZBTB10 ZBTB20 ZC3H12C ZC3H13 ZC4H2 ZDBF2 ZDHHC21 ZFAND6 ZFYVE16 ZIC4 ZMYND11 ZNF100 ZNF131 ZNF326 ZNF382 ZNF577 ZNF648 ZNF761 ZNF765 ZNF860 MIR581 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR581 ALDH6A1 BPNT2 CACNA1D CCDC89 CCDC90B CLDND1 COL19A1 CTSO CYP2C18 CYREN DEFB110 DICER1 DMAC1 DMRT3 DPP10 EMC3 FAM124B FOXD1 FOXO1 GLCE HAUS2 HIPK3 HNRNPU ITGBL1 JADE1 KCNC1 LIN28A LRP4 LRRFIP1 LRRTM4 LUZP4 LY9 MAP4K4 METTL15 MGAM NALCN NCAN NFIX NIPAL1 NR2C1 NSUN7 ODF3 OVGP1 PCGF2 PDP1 PDRG1 PDXDC1 PER2 PHF8 PIWIL1 PLAAT3 PLEKHM3 POLR1F QRSL1 RAB7A RBM15 RORA SHB SLC17A1 SMAD7 SMIM13 SPON1 SRPRB SUPT20H TBK1 TIGAR TLK1 TMEM154 TNFSF10 TRMT13 TUB TUBB1 UBP1 UPP1 ZBTB10 ZC2HC1A ZFP90 ZNF117 ZNF138 ZNF559 ZNF708 MIR582_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR582_3P AAK1 ACTR10 ACTR3 ACVR2B AHSA2P AKIRIN2 ALDH1A2 ARHGAP21 ATAD2B AZIN1 BCCIP BEX4 BICRAL CA10 CCDC40 CDK7 CDYL CEBPG COPS5 CREB5 CRLS1 CTNND2 DELEC1 DIXDC1 DLAT E2F7 ENOX1 ENSG00000275895 EPS8L2 FANCF FER FERMT2 FTSJ1 FUNDC2 GAL3ST1 GAREM1 GCOM1 GPATCH2L H2AZ2 HERC3 HOATZ HTRA4 KATNAL1 KIF3A KMT2E KRBOX1 KRT32 LONRF1 LRP2 LRRK2 MAP3K5 MAP4K4 MRC1 N4BP2L1 NEK7 NFAT5 NRBF2 PALMD PARG PEAK1 PKHD1 POLR2M PPA2 PPP1R2 PRDM4 PROK1 PRRC2C RAP1GDS1 RBFOX1 RBM3 RHOA RLIM RNF217 RPAP3 RSF1 RTL8B SCAMP1 SCN2A SCN7A SEPTIN7 SKIL SKP1 SLC26A9 SLC44A2 SLF2 SLMAP SMAD1 STT3A SYT14 TAFA5 TBR1 TNFSF4 U2AF1 UBXN2A UCHL5 UCK2 VSX1 WDR31 ZBTB43 ZNF704 MIR582_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR582_5P AAK1 ABHD10 ABHD17B ABHD17C ABHD2 ABHD5 ABTB2 ACSL4 ACSL6 ADAMTS5 ADAMTSL1 AFAP1 AGPS AKAP13 ALG13 ALG9 ANKRD44 AP1G1 AP1S1 APC AQP4 ARFIP1 ARHGAP10 ARHGAP42 ARID1A ARID4B ATAD2B ATF2 ATG7 ATP10D ATP1B1 ATP2B1 ATXN7L1 AXIN2 AZIN1 B3GALNT2 B3GAT1 BAZ1A BCL11B BCLAF1 BLZF1 BMF BMP10 BOLL BRPF1 C8orf88 CADM2 CAMSAP2 CAND1 CAPRIN2 CAPS2 CAPZA2 CARNMT1 CAV3 CCDC71L CCL11 CCN3 CCNJ CD1B CD24 CD40LG CD81 CDC42EP3 CDH12 CDK17 CDYL CHN2 CLDN16 CLEC2B CLIC5 CMIP CNR1 CNST CNTN4 COG3 COL5A1 COL8A2 COLGALT2 CPD CPEB1 CPNE8 CREBZF CRISPLD1 CTH CXCL2 CXXC4 CYBRD1 CYFIP1 DBT DENND1B DGKI DICER1 DMD DYNC1LI1 E2F8 EBF3 EHMT1 EID2 EIF2AK3 EIF4G2 ELAVL3 ELOVL5 EML4 EMP2 ENOSF1 EPC2 EPS8 ERLIN1 ESR2 ETNK1 ETV1 F2R FAM120A FAM168B FAM218A FAM81A FAM91A1 FBN1 FEM1B FGF9 FMC1-LUC7L2 FMR1 FNDC3B FNTA FOXO1 FOXP1 FRMD6 FRY FRYL FUNDC1 FUT9 FYB1 FZD3 GABPB1 GCLC GIMAP2 GLCE GLI3 GNAO1 GNAT1 GOLT1B GPR85 GREB1 GRIA4 GRIP1 GRM5 HAPSTR1 HIF1A HMGB3 HNRNPH3 HNRNPUL2 HOMEZ HTR2A IKZF2 IL20RA INPP5B INSIG2 IPMK IPO7 ITGA2 JAM3 KALRN KAT6B KCNAB1 KCNC2 KHDRBS2 KIAA1671 KIF13A KLF12 KLHL13 KMT2E KRTAP13-1 LACTB LEKR1 LGR5 LPIN1 LRIF1 LSM14A LTO1 LUC7L2 MAEA MAP7D1 MAPK14 MAPK8 MAPRE1 MARCHF5 MARCKSL1 MARK1 MBD2 MBNL3 MEAK7 MEIOC METAP1 MINDY2 MNT MOSMO MPZL2 MRC1 MRPS23 MTMR9 MYCN MYO9B NAA15 NACC2 NAE1 NAP1L1 NDFIP1 NDUFAF4 NEK7 NEK9 NFE2L2 NGLY1 NHLRC2 NIF3L1 NIPAL2 NOVA1 NOX1 NR3C1 NREP NUP160 OR4N4 OVGP1 PABPC5 PAFAH1B1 PARD6B PAXBP1 PCDH11Y PDE4D PDE7A PEX5 PGAP1 PHACTR2 PHF3 PHF6 PIK3AP1 PLA2G12A PLEKHA1 PLEKHM3 PLPP5 POU2F1 PPARGC1B PPFIA1 PPIP5K2 PPP4R3B PRDM12 PRKAA1 PTPN2 PTPRJ PURA PYGO1 RAB33B RAB3GAP1 RAI1 RASL11B RBM27 RBMS3 RBPJ REV1 RFC1 RICTOR RIN2 RNF135 RO60 ROBO2 RTN4 RTN4RL1 RUNX3 SCAI SCN8A SELENOI SEMA6D SENP2 SERINC3 SESTD1 SETBP1 SFRP2 SGIP1 SH2D3C SHISA6 SIMC1 SLC25A4 SLC2A13 SLC35A2 SLC39A9 SLC44A1 SLC4A4 SLC4A5 SLX4IP SMARCA4 SMC3 SMC4 SNAPC3 SNN SNTB2 SNX10 SORT1 SOX9 SPAG9 SST STARD13 STEAP2 STOX2 STRN3 STXBP3 STXBP5 SYCE1 TAF4 TANK TAOK1 TAPT1 TBC1D19 TBL1XR1 TCF12 TET2 TET3 TFAP4 TIMM23 TLX2 TMEFF2 TMEM19 TMPRSS2 TNFAIP1 TNFRSF21 TNKS2 TRIM22 TRIM36 TSHZ3 UBA5 UBE2D1 UBE2D3 UBE2E1 UBE2H UBR5 USF3 USP45 VANGL1 VAV2 VSX2 WAC WASHC4 WDR35 YAF2 YTHDF3 ZBTB10 ZBTB18 ZBTB41 ZC3H11A ZC3H12B ZDHHC20 ZFHX3 ZFHX4 ZMYM2 ZNF12 ZNF236 ZNF266 ZNF354A ZNF407 ZNF439 ZNF532 ZNF624 ZNF704 ZNF792 ZNF804A ZNRF2 ZNRF3 MIR583 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR583 A1CF ADA2 ADAMTSL5 ANKRD46 APAF1 APC APEX2 ARF6 ARHGEF35 ARHGEF9 ARID4A ATF7IP BDNF BNIP3 BPY2 BPY2B BPY2C C14orf28 C21orf91 C2orf76 C3orf52 CACNA1E CAMK1D CCAR2 CCSAP CDH12 CDK15 CISH COG5 CREB3L2 CREBRF CTTNBP2NL CWC25 CYP3A7 DDX5 DGKI DLG1 DUSP28 EIF4A2 ELAVL4 ELFN1 ELMOD2 EN2 ENTPD1 ENTPD4 EPG5 EPS15L1 ERBB4 ERG28 ERLIN1 EXOC6B FAM172A FBXW10B FGF21 FGF23 FOXC1 FOXJ2 FSD1L GABPB2 GADL1 GFRAL GLRX GNAI3 GPR176 GPR63 HOXB2 HRH4 IL23R INAVA INPP1 IPMK IRAG2 IRF2BP1 JAK1 KAT6A KCNA4 KCNK1 KCNK6 KCNRG KIT KLHL31 KPNA3 LACTB LRRIQ1 MAB21L4 MED13 MED23 MIDEAS MMADHC MMP16 MSI2 MXI1 MYLK3 NANP NAV1 NDRG1 NEDD8 NEFL NRG3 NUDT6 NUP98 NWD1 NXF2 NXF2B ORC4 PA2G4 PCED1B PCLO PHC3 PHETA2 PIK3R2 PLAGL2 PLS3 PNN POLE3 POU4F1 PPP3CA PRPSAP2 PRRG4 PSME3 PTBP3 PTK2B PURG PWWP2B RAB10 RAB18 RAB7A RASAL2 RCAN2 RIMS2 RNF139 RPAP2 RPGRIP1L RTP1 SCML4 SDE2 SEMA6A SESN2 SGO1 SH3TC2 SINHCAF SIVA1 SIX4 SLC1A2 SLC25A27 SLC38A9 SLITRK5 SLMAP SNX25 SPATS2 SPCS3 SRD5A1 ST8SIA3 STK39 STOX1 STRIP2 TFAP4 TFRC TIAM1 TMEM165 TRA2A TRAPPC3 TRIM49 TRIM49C TRMT13 TSN TUBGCP3 USP34 WNK3 WNT11 XPR1 YIPF3 YWHAH ZBTB18 ZBTB20 ZFYVE16 ZNF512 ZNF800 ZNF841 ZNRF3 MIR584_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR584_3P ABT1 ADAM9 AGGF1 AMD1 ARID2 ASIC2 BCL2L11 BHLHE40 CAMTA1 CBLL2 CCDC174 CCER1 CCL4L2 CCN2 CDH18 CDH8 CDK19 CNOT2 CPS1 CREBBP CREBRF CYLC1 DAG1 DLST DNAJC14 DOCK9 DOK6 DRAM1 DTD1 EEF1E1 EFEMP1 EI24 EIF1AD ELK3 FAHD1 FAM120C FBXO4 FGF13 FOXO1 FUCA1 FUNDC2 GABRA5 GK5 GLE1 GPR171 GRK5 GTF2A1 GTF3C3 H2BC18 HMG20A HNRNPU HOXA4 HOXB7 HOXD10 HTR4 HVCN1 IL15 INSM2 KIAA1549L KLF11 KLHL2 KLK15 LIN54 LMTK3 MICU3 MOB1B MON2 MYORG MYT1L NAMPT NLGN4Y NUP42 NUS1 OLFM4 PDE4B PEX5 PFAS PHF20L1 PIP4P1 PLK2 POSTN PRTG PSMB1 PURB RAB3C RABGAP1L RANBP1 RICTOR RLF RNF152 RNPC3 RPA3 SEL1L SH3TC2 SPPL3 SRGAP2 SSRP1 STKLD1 STX5 TCAF1 TFB1M TOP2B UBL3 USP46 USP49 UST VKORC1L1 XPO4 YES1 YIPF6 ZC4H2 MIR584_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR584_5P ACYP2 ADNP2 AIDA ALPK1 ANGPTL5 ANKLE1 AVPR1A BPNT2 CADPS CALCA CAVIN4 CCDC152 CCNC CD200 CENPQ CHORDC1 CNOT9 DAND5 DHH DSG3 EIF2AK1 ELL2 ENAH EXPH5 FOXA1 FREM1 GABRA4 GALNT15 GBP5 GNG12 GRID2 HBD HDAC1 HSD11B1 KMT2A LINC02801 LRP11 LRRIQ3 MEX3B MTRF1 MYRIP NAA30 NCOR1 NPHP1 NUDCD2 PABIR2 PDHA1 PDXDC1 PHACTR1 PIGK PKD2 POGLUT1 POLR1F PPFIA2 PPIL1 PPM1A PRPF19 PRRX1 PSMF1 PTCH2 RAP2A RUNX2 SETD5 SH3PXD2A SIGLEC10 SLC25A23 SLC2A13 SLC35D3 SNTG1 SPOPL SRP72 TBRG1 TCAIM THBD TMEM212 TMX1 TRAF3IP2 TRDN TTC22 USP6NL VPS41 XPO7 YKT6 ZNF432 ZNF512 ZNF583 ZNF614 MIR585_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR585_5P ADAMTS6 AK7 ALCAM ANKRD13B ANKRD29 ANXA4 ARMCX5 ATAD1 AUTS2 BEST3 C5orf22 CCDC51 CCNT2 CCR2 CD44 CDYL2 CELF2 CERT1 CHD1 CITED2 COL6A3 CPA3 CPSF6 CREBZF CRKL CYSTM1 DAB2 DGKK DPY19L1 DPYSL5 DUSP6 DYNLT1 EGR4 EIF3J ELAVL2 ELF3 EML6 ERCC6 FEM1B FHIP2A GGCT GOLGA7 GORAB GPALPP1 GPR37 GRAMD4 GRIP1 HIVEP2 HOOK3 IGSF11 INA INVS IQCJ-SCHIP1 JAZF1 KDM2A KIAA0408 KIAA1217 LEPR LGR4 LHFPL2 LRRN1 MACC1 MIER3 MSL2 MSX2 NCOA7 NDN NEFL NEXMIF NFAT5 NPEPPS NR1D2 NRARP NUDCD1 PAWR PAX9 PEDS1-UBE2V1 PGAP2 PGK2 PI15 PLPPR4 PMEPA1 PPARA PPM1A PRKAR1A PRKAR2A PSIP1 RAB21 RAB30 RAPH1 REPS2 RFTN1 RIMS1 RLF RPS6KA6 RSF1 SASS6 SECISBP2L SESTD1 SH3KBP1 SHROOM2 SHROOM3 SLC20A1 SLC25A53 SLC6A8 SLC7A5 SMG1 SMIM15 SOCS5 SPARC ST8SIA1 STRN3 TDRD3 TFEB TMEM134 TMEM170B TMEM236 TMEM38B TRIM58 TXLNG UBE2E1 UBE2V1 UNKL USP27X USP38 VIM WDR26 YWHAH ZBTB18 ZIM3 ZNF117 ZNF131 ZNF451 ZNF598 MIR586 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR586 ABCA1 ACSL6 ACVR1 ADGRL3 AFF4 AGBL3 AGPS AJAP1 ANGPTL1 ANO3 ARHGAP32 ARL13B ARL4C ATAD2 ATG4C ATL2 ATP5F1A ATP8A1 ATP8A2 AZI2 BCL11A BEND4 BMI1 BNC2 BNIP2 BRDT BTAF1 C1GALT1 C6orf120 CABP7 CADM2 CAMK2D CAPZA2 CARD19 CCDC186 CCDC6 CD2AP CDC42BPA CFLAR CLDN15 CLDN20 CLTC CLU CNOT11 CNTNAP4 COMMD3-BMI1 COPA CPEB2 CPEB4 CPNE3 CRISPLD1 CSMD3 CSRNP3 CTNNA1 CTNNA2 CTNND2 CTSS CTSV CYP24A1 DCX DENND1B DICER1 DKK2 DLK1 DNAJB14 DNM1L EDN3 ELF2 EREG FAM133B FAM227B FAM76B FASLG FBLIM1 FBXW7 FERMT2 FGFR1OP2 FLVCR1 FMNL2 GABPA GABRA4 GABRB3 GALNT1 GDI2 GLOD5 GLS GPM6A GPR137C GPR26 GSPT2 GTPBP10 GYPA HAGH HBS1L HECW2 HSD17B12 HSPA2 ICA1L IDO1 IGFBP5 IL18R1 IL1RAP INPP5E IQGAP1 ITPR1 JAZF1 KCNA1 KCND2 KCNE1 KCNK1 KCNQ5 KCNV1 KCTD6 KDM2B KERA KHDC4 KIF1B KIFAP3 KLHL13 KLHL32 KPNA3 LCA5 LIN9 LIPI LMBR1 LRRC8D MAGI1 MBNL1 MBOAT4 MED12L MFAP5 MGAT4B MLLT3 MPEG1 MRPS16 MRPS25 MS4A6E MTRF1L MTSS1 MTX3 MYNN MYOCD MZT1 N4BP2L2 NCK1 NEFM NETO1 NEUROD1 NEUROD6 NR1D2 NSMAF P2RY1 PCDH18 PCDH19 PCDH9 PCDHB7 PCM1 PDE10A PDE12 PLCB1 PLEKHA8 PPARG PPP1CB PPP1CC PPP1R2 PPP3CB PPP4R4 PRKAA1 PRKAR2B PRKCI PRKD1 PSMF1 PTPRC RAB2A RANBP9 RBL2 RERG RGS7BP RIMBP2 RNF103 RNGTT RSBN1 RSF1 SATB2 SCN3A SCN9A SEC24B SEMA3A SEPTIN7 SETX SFPQ SGCE SH3GLB1 SHC3 SHCBP1 SLC12A1 SLC1A2 SLC25A4 SLC25A5 SLC26A4 SLC2A12 SLC30A5 SLC44A1 SLC7A14 SLF2 SNAI2 SNRPN SNX13 SNX16 SNX20 SORCS3 SP3 SPARCL1 SPATA5L1 SPIRE1 SPTLC3 SRSF7 STK26 STK38 STRN3 SYDE2 SYT1 TAFA2 TANC2 TBL1XR1 TEK TFEC THAP6 THBD TLR7 TMED7 TMEM168 TMEM196 TNFSF15 TNPO1 TOX4 TP53INP1 TPM3 TPT1 TRIM33 TRIP13 TRMT10A TSPAN1 UBASH3B UBE2D2 UBE2D3 UBE2E1 UBE2K UBE2W UBR1 UBR7 UNC13C USP15 USP46 VCL VPS13A VPS35 VWC2 WDR17 WTAP ZBTB25 ZC2HC1A ZC3H6 ZDHHC15 ZFR ZIC2 ZNF146 ZNF148 ZNF154 ZNF277 ZNF468 ZNF568 ZNF711 ZNF91 MIR587 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR587 AASS ACBD3 ACER3 ACP1 ADAM23 ADAM28 ADAMTS18 ADAMTS6 ADCY1 ADGRE3 ADGRG2 ADGRG6 AFTPH AGBL1 AMTN ANKRD44 ANO1 ANTXR2 AQP11 ARHGAP35 ARHGEF11 ARMC8 ARPC1A ASIC1 ATP10D ATP6V1G3 ATP8B1 ATXN7 B4GALT6 BCAT1 BCL2A1 BDP1 BET1 BICRAL BMI1 BMP2 BMP3 BORCS7 C2orf49 C5orf47 CACNB4 CADM2 CAMTA1 CAPRIN1 CBL CCDC148 CCDC181 CCN1 CCN2 CCNYL1 CDC27 CENPP CEP135 CEP170 CEP41 CEP43 CEP97 CFAP69 CHAC2 CHMP7 CLASP2 CMC1 CNNM4 CNOT8 CNTNAP2 COG2 COL11A1 COL1A2 COL21A1 COL25A1 COMMD3-BMI1 CREB5 CRTAP CSNK1G3 CTSA DCUN1D1 DDI2 DDX3X DERL2 DLEU7 DOCK5 DPP9 DSE DTNA DYNC1LI2 EDEM3 EGFL6 EID2 ENTPD3 ERBIN ESCO1 ESYT3 ETV1 ETV6 EVI5 EXOSC5 F2R FAM124A FBXO33 FMN2 FSBP GABRG2 GAD1 GALNT13 GAPVD1 GAS6 GFAP GFRA2 GLCCI1 GLI3 GNAI2 GNG11 GPBP1 GPCPD1 GPM6A GPR107 GPSM2 GRIA2 GRIK2 GRIP1 GRM3 GTF2B GUSB HADHB HECTD2 HERC2 HES2 HGD HYCC1 IBTK IKZF2 ILF3 INHBC INSM2 IPMK IPO7 IRAK1BP1 IRF1 IRF6 IYD JAKMIP2 JRK KAT2B KAT6B KCNAB1 KCNAB2 KCND2 KDM7A KIAA1549 KIF21A KIN KL KLF7 KLHL31 KPNA4 KRAS LAMA3 LEPROTL1 LMNTD1 LPP LRBA LRIG3 LSAMP LSM11 LSM3 LSM4 LSM8 LYST MAML1 MAP3K2 MAP3K5 MAP3K8 MAPK1IP1L MCM4 METAP1 MFAP3L MGAT4A MICAL3 MIER3 MLLT11 MRPL45 MRPS17 MS4A4A MS4A6A MS4A6E MS4A7 MSRB3 MYEF2 MYO5A MYOZ1 NAB1 NALCN NAPG NCAPG NCK1 NFAT5 NIPA1 NIPSNAP3A NKX2-2 NOX4 NR2E1 NR4A3 NRP1 NRP2 NSD2 NUDT13 NUDT5 NUGGC NUP58 NUSAP1 NXPH1 ODC1 OGG1 ORC1 PABPC1 PAIP2B PARP12 PARP8 PCDH18 PCDH19 PCMTD1 PDE1C PDS5B PEX3 PFDN4 PHACTR4 PIGA PIK3CB PIP4P2 PKIA PKP4 PLEKHA7 PLEKHF2 POTEM PPM1B PPP1R11 PPP3R2 PPP4R3B PPT2 PPTC7 PRKAA2 PRMT3 PTPRR QPCT RABEP1 RAD54B RBFOX1 REEP5 RETREG1 RFC1 RFX4 RFX7 RGL1 RIDA RIPOR2 RLIM RMND5A RNF144A RNF146 RNF169 RNF19B RNF2 RPS6KA5 RRAGD RSRC1 RTKN2 SAMD4A SEC16B SHOX2 SIM1 SKIDA1 SLC1A3 SLC25A12 SLC25A24 SLC2A2 SLC30A7 SLC35F1 SLC36A3 SLC44A1 SLC4A4 SLC5A3 SLC6A15 SLC7A11 SLIT3 SLITRK1 SMAD6 SMG7 SNX10 SORBS2 SORCS3 SORT1 SOS1 SPAG9 SPRED1 SPTLC3 SRRM4 ST8SIA4 SUCLG2 TADA1 TBC1D15 TBC1D23 TFDP2 TFPI THAP12 THRB TIMM23B TIMM9 TLR10 TLR4 TMED7-TICAM2 TMEM170A TMEM225 TMEM65 TMEM68 TMIGD1 TRA2B TRIM36 TRMT5 TRPC6 TRPM6 TRPS1 TSPAN33 TSPYL1 UBE2D2 UBE2I UBE3B UBR1 UPF2 USF2 USP15 USP37 UTP18 VAMP4 VEGFC WDFY1 WFDC13 WWP2 XKR4 YWHAH YWHAQ ZBTB10 ZBTB20 ZC3H12B ZFHX4 ZFP42 ZIC3 ZMYM2 ZNF124 ZNF184 ZNF3 ZNF354C ZNF367 ZNF436 ZNF568 ZNF701 ZNF704 ZNF761 ZNF781 ZNF782 ZNF81 ZNF90 ZNF92 ZNRF3 ZSCAN20 MIR588 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR588 ADAMTS6 ARHGEF15 ARL15 ARNT2 ATRNL1 AZI2 B3GNTL1 C1orf35 CCDC141 CCDC92 CCND3 CENPN CEP128 CERKL CHST14 CLN5 CLSTN2 CNOT7 COL4A4 COL4A6 CTTNBP2NL CUX1 CYB561 DAAM2 DARS1 DCAF7 DCLK1 DDX3X DDX3Y DGKK DOCK7 DSTN EMX2 FAM227A FBXW7 FUT3 FZD5 GALNT15 GDPD5 GPC4 GPR137C HILPDA HMGA2 ING3 IQSEC2 ITIH4 JAM3 KCNJ13 KLF7 KLHL14 KLHL32 LDAF1 MAP2 MARCKSL1 MARK1 MGAT1 MICAL3 MTMR4 MTX3 MYPN N4BP2 NALCN NFAT5 NR3C1 NUAK2 NUP50 OTUD6B PAK5 PGM5 PHF24 PIGX POGZ POTEF PRKAR1A PSMD10 PTPRO RAB3B RAP1B RHBDF1 RHOJ RHOQ RIMBP3 RIMBP3B RIMBP3C RIMS1 ROBO1 SATB1 SCN2A SDC3 SEMA6D SET SH3PXD2B SHANK2 SHISA6 SLC31A1 SLC6A17 SOX5 SOX9 SPTLC2 SRSF6 ST6GALNAC2 STK26 SUCLG2 TBC1D22B TGM6 TIMP2 TKTL2 TLCD3A TMEM233 TNRC6C TOP3A TSHZ2 TTPAL TUSC1 TXNIP UBE2D3 UBE2H UBXN1 XIRP2 XPO7 XRCC2 YWHAZ ZFHX3 ZNF479 ZNF704 ZNF716 ZRANB1 MIR589_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR589_3P ABHD2 ACYP2 ADAMTS2 ADAMTSL1 ADNP ALDH1L2 ANP32A ANTXR2 APBA1 APLNR ARMCX3 AVL9 BEND4 BNC2 BNIP3 C12orf29 CAMK2B CAV2 CBLB CD36 CD81 CDC123 CDC37L1 CDCA8 CDK6 CEP72 CHIC1 CHST2 CIR1 CLCN3 CLOCK CNOT4 COBLL1 CPEB3 CREBL2 CTNNB1 CTTNBP2NL DCAF6 DCAF7 DDHD2 DLX1 DNAAF10 DNAH7 DNAJB14 DOK5 DOT1L DPAGT1 E2F6 E2F7 ECHDC1 EHMT1 EIF2S3 ENPP2 EPB41L4B EZR FABP4 FAM168A FGF9 FKBP3 FNIP1 FOS FRMD4B GABRA5 GAGE1 GBE1 GDF6 GJC1 GNPDA1 GOLGA8A GOLGA8B GOLGA8H GOLGA8J GOLGA8M GOLGA8N GOLGA8Q GOLGA8R GOLGA8T GPATCH2L GPR176 GRM1 HASPIN HIF1A HOOK3 HOXB8 HROB HSP90AB1 HUWE1 IFT81 IGF2BP2 IQGAP2 ISCU ITPRIPL2 JRKL JUND KCNIP1 KCNS3 KHSRP KIAA0232 KIRREL2 KMT2C KNSTRN KRT6B KRTAP24-1 LIN54 LIX1 LNX2 LRRC47 MAGI1 MAP1B MAPK9 MCC MCM6 MET MGAT4A MICU3 MIER3 MTX3 MYSM1 NAA30 NAMPT NAP1L2 NCOA5 NEDD1 NF1 NFAT5 NKAP NLGN1 NPAT NRG3 NSRP1 NUS1 OLA1 PAQR5 PARD3 PATJ PCDH7 PCDH9 PDYN PFKFB3 PGAP1 PGR PHKB PIAS2 PLA2G5 PLEKHH1 PNMA2 POU2F1 PPARGC1A PPP1R12A PPP1R12B PPP6R2 PRICKLE2 PROX1 PTPRJ PTPRT PYGO1 RAB18 RABGAP1L RAD9B RAPH1 RASAL2 RBFOX1 RBM19 RBM25 RBM27 RBM38 RC3H1 RCBTB2 RDX RIMS4 RNF111 RNF114 RNF125 RNF145 RNF169 RORA RPS6KA6 RSPH4A RSRC2 RUNDC3B SERP1 SH2D1A SHISA9 SIPA1L2 SLC22A23 SLC25A12 SLC2A2 SLC35A2 SLC44A1 SLC6A13 SLF1 SMAD4 SMG1 SMIM19 SMU1 SMYD2 SNIP1 SOD2 SORCS1 SPIN1 SPRED1 SPRING1 SRD5A1 SRSF7 ST3GAL2 STARD3NL STK25 STMN1 SUB1 SYT4 TBC1D9 TBCEL TDRD9 TLCD4 TMCC1 TMEM109 TMEM121B TMEM178B TMEM196 TMEM60 TOP1 TPBG TPD52 TRERF1 TRIM22 TRIP11 TSFM TSPAN3 TSPYL5 TSPYL6 TTLL4 TUBA1C UBR5 UEVLD ULBP2 UNC5C UNK VASH2 VAV3 VCL VSIG4 VTI1A XIRP2 ZBTB34 ZCCHC14 ZCCHC3 ZDHHC3 ZFP90 ZFX ZFYVE16 ZMYM2 ZMYM3 ZNF322 ZNF548 ZNF652 ZNF704 MIR589_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR589_5P AGAP1 ANKLE2 ANKRD46 ASPH ATP23 BAG1 BCORL1 BMPR1A CALCOCO1 CALHM5 CAT CAVIN1 CEP170B CMTM6 CPLX4 CXXC4 DCAF7 DCUN1D2 ELAC1 ERRFI1 ETV5 FBXL5 FTHL17 G3BP1 GPATCH2L HHAT INO80D IRAK1 ITGB3 KCNK5 KLF7 LAT LRRC8E MAP3K8 MAT2A MED20 MGAT5B MOCS1 MPPE1 MYO6 MYT1 NOVA1 NPTN PHKB PHOX2B PIAS1 PIP4K2B PKN2 PNPLA4 POLR2G PPP1R11 PRC1 PRICKLE2 PRKAR2A PSMD9 PURG RCAN3 RFXAP RGS5 ROR1 SEH1L SET SGIP1 SHCBP1 SIN3A SLC12A6 SLC25A14 SLC3A1 SLFN5 SPRY4 TMEM132D TMEM185B TMEM237 TMEM74 TNRC6A TOX TRAF6 TRMT9B TTC17 TTC31 UMPS VAPB VPS13D ZBTB22 ZC4H2 ZFYVE1 ZNF195 MIR590_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR590_5P ADGRG2 AKAP12 ALX4 ANGPTL5 ANKS1B ARHGAP24 ARL1 ATXN10 BAHD1 BCL11A BCL11B BCL7A BTG2 C7 CASKIN1 CCL1 CCL20 CFAP300 CHIC1 CLDN8 CLIC2 CNBP CPEB3 CREBRF CSRNP3 CUX1 EHD1 ELF2 EPHA4 EPM2A FAM13A FAM3C FASLG FGF18 GATAD2B GID4 GLCCI1 GLIS2 GNAQ GPATCH2L GRAMD2B HIPK3 HSD17B4 IL12A IL6R ITCH JAG1 KCNJ10 KDM1B KDM7A KLF3 KRIT1 LPA LRRC57 LTV1 MALT1 MAP3K1 MAST4 MATN2 MBNL3 MCMDC2 MED21 MEI4 MPRIP NEGR1 NFIA NFIB NIPAL1 NIPAL2 NKIRAS1 NPPB NTF3 OLFM3 OSR1 PAN3 PBRM1 PCSK6 PDCD4 PDZD2 PELI1 PITX2 PLAG1 PLEKHA1 PPP1R3A PPP1R3B PPP1R3D PRDM11 RAB6D RAD51AP1 RALGPS2 RASA1 RASA2 RASGRP1 RBMS3 RBPJ RECK RMND5A RNF103 RP2 RSAD2 SCML2 SKI SKP2 SLC30A10 SMAD7 SMARCD1 SOS2 SOX5 SPRY1 SPRY2 STAG2 STAT3 STK38L SYT15 TENT5A TGFBI THRB TIAM1 TIMP3 TMEM170A TPRG1L UBE2D3 UBR3 USP15 VCL WWP1 YAP1 YOD1 ZBTB41 ZNF367 ZNF704 MIR591 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR591 ABCC3 AHCYL1 BCLAF1 BNC2 BORCS7 CBFB CCNJ CCNL1 CLASP1 CLPX CNKSR2 CNKSR3 DLG1 DNAAF6 ELAPOR2 EOLA1 FBRSL1 GALNT2 KCNK2 KLF4 KLHL2 KRT33B MEX3B MIER3 MPP7 MS4A7 N4BP2L2 NEGR1 NRK PFKM PKD2 PLCB4 PPP2R5B PPP3CB PRR14L RANBP9 RBMS3 RRAD SERBP1 SIN3A SPAG6 SPARC SPRR2G SYNPR TAOK1 TMEM178B TRPS1 TUBB2A VPS26A ZEB1 MIR592 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR592 AKAP7 ANKRD36B ANKRD36C ARHGEF9 ATMIN ATP1A4 BCCIP BCL11A BCL11B BST1 C2orf88 C5orf24 CCDC149 CDIN1 CDK8 CEACAM21 CERS6 CFAP44 CHGB CLPX DCLK1 DENND11 DHX15 ERBB3 F8 FAM240A FBXW2 GCSAML GDF11 GIGYF2 GLCE GPR65 HEXIM1 ID2 IGF1 INO80E KCNA2 KLHL29 LAMC1 LRRC4C LRRFIP2 MTHFD2L MXRA7 NFIA NR2E1 NRDE2 PAFAH1B1 PDE3A PDE4D PLXNA2 PRELID2 PROX1 PRUNE2 PTHLH PUDP RFX1 RHPN2 RNF10 ROCK1 RRN3 SART1 SCD SCRT1 SLC39A10 STPG2 TCF12 TFAP2A TMED2 TPM3 TRDN TRIP12 TSC22D1 TSHZ1 XG ZNF484 ZSCAN5A ZSWIM6 MIR593_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR593_3P ABO ADCYAP1R1 AKIRIN1 ARCN1 ASH1L ASXL2 BAMBI BAP1 BCL9 BHLHE22 BIN2 BMPR2 BPNT2 CALU CAMTA1 CASK CASP7 CCDC152 CCL28 CCM2 CD101 CD3G CDK16 CDKN1B CDKN2AIP CDY1 CDY1B CHFR CNIH3 CPLX2 CYP2W1 CYP8B1 DELEC1 DHRSX DLG2 DMRT3 DSCAML1 DTNA EEF2K EGR3 ELOF1 ENSG00000276759 ERP27 FABP7 FFAR3 FGF11 FNDC1 FOSL1 FOXC1 FOXO3 FRS2 FUT8 GATA2 GATA5 GIGYF2 GNL1 GPR89A GRIK3 HABP2 HYAL1 IDO1 IGSF3 IL13 ILDR2 INAFM2 ITIH6 JAKMIP2 KCNC4 KCNIP1 KDM5C KIAA0232 KIAA1217 KIDINS220 KLHL7 LMO4 LRP8 LSM8 MAMSTR MAN2A2 MAP3K20 MAP3K9 MAP7D3 MCC MEX3C MOCS1 NHLH2 NIF3L1 NTM NTRK2 NUBP1 PACS2 PCSK5 PLEKHS1 POGK POMGNT1 PRDM16 PREX1 PRR23E PSMB2 RBFOX2 RFT1 RGS13 RIC1 RNF170 RNF8 RORC RRP12 RRS1 RSPRY1 SEZ6L SHC4 SHISA7 SIM2 SLC25A12 SLC35D3 SLC38A1 SLFN5 SNAI2 SP1 ST6GALNAC3 STAC2 STXBP5L SUCLG1 SUSD6 SZT2 TCF12 TFCP2L1 TIMM17A TMEM231 TMEM64 TRAF3IP2 TRIM3 TXNIP VASN YBX2 ZBTB10 ZFX ZMYND19 ZNF112 ZNF124 ZNF236 ZNF608 ZNF879 MIR593_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR593_5P ADSS2 AMMECR1L ANKRD40 ANKRD44 ARFGAP2 ARHGAP21 ARHGEF12 ARMC7 ATF7IP AZIN1 B3GALT1 C12orf60 CAMTA1 CARHSP1 CAV1 CCDC190 CCND1 CCND2 CDCA7L CELSR3 CEP170B CEP43 CHIC2 CMTM4 COL11A1 COMMD7 CSMD1 CTDSP1 CYGB DAZAP2 DCUN1D2 DLX5 DNAJC3 DOP1A DPP8 DUSP18 DZIP1 EGR1 EIF4EBP2 ELMO2 EPB41L4B FAF2 FBXL5 FBXO41 FGF9 FKBP9 FLOT2 FMC1-LUC7L2 FOXK2 FOXO1 FRMD5 FUT8 FZD5 GALNT13 GLRX3 GNAI3 GRIK4 GRM1 HADH HCN1 HDAC7 HEATR1 HP1BP3 HS3ST5 IDH2 IKZF2 IL17RD INPP5A JHY JPT2 KIAA1143 KIF13A KLF6 KLHL24 KRT74 L3MBTL3 LDLRAP1 LNX2 LRCH2 LUC7L2 MAP3K20 MAP4K5 MBNL3 MMD2 MSN MTSS1 MYO18A MYO1B MYO5B NCDN NDST1 NEMP1 NEUROD4 NFYB NRG2 NXN OGFOD2 OGT OSBPL11 OTUD4 OTUD7A OVOL1 OVOL2 PAFAH1B1 PAM PCDH15 PDE3A PDE6C PIK3C2A PLEKHF2 PLK3 PSD3 PSEN2 PTPDC1 RALB RGPD2 RHOG RIMS4 RNF152 RNF165 RNF19A ROBO2 RPP14 RPP30 RPS6KA6 RUFY2 SEC24D SERF2 SERTAD4 SIRPA SLC12A9 SLC25A44 SLC26A7 SLC7A8 SNX1 SOCS7 SP1 SPOCK3 SPSB1 SRGAP3 SRSF10 ST6GALNAC4 STK26 STK36 STX17 TET1 TET3 TLCD3A TMEM117 TMEM214 TOR3A TRPM3 TTYH3 TWSG1 UBTD2 UGT8 USP49 VKORC1L1 WIPF1 XIAP ZDHHC17 ZFPM2 ZNF496 ZNF695 MIR595 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR595 ADIPOR1 AFF4 AKR1C2 ARHGAP1 ARMC8 BCAR3 BCKDHB BEST3 BNIP2 CCDC85C CHM CLOCK CLTB COQ10B CSMD3 CUL5 DENND5A DUXA ECT2L ETFRF1 FAM227A GAB4 GABRA1 HAS2 HINT1 HIVEP1 HSF5 IARS1 IFNA14 IFNA17 IFNA7 IGF1 KIAA0753 KIF21A KMT5A MED13L MLANA MTMR10 NCAM1 NR2F2 NTS ODC1 OGA OPHN1 PLD5 PPP1R21 PPP3CA REPS2 RGN ROCK2 SCLT1 SERTM1 SFMBT1 SH3YL1 SLC19A1 SLC30A8 SLCO4C1 SPRED1 SUCO TRAPPC13 UBASH3B UBE2G2 USP10 YES1 ZDHHC13 ZFP91 ZNF845 MIR596 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR596 ATXN7L3 BBS12 DNAJC10 DPYSL2 EYA3 HIPK3 HOATZ HTR2C IFNK IGF2BP2 IL31 MAN2B2 MRPS27 NFIB NREP NSF PCDH11X PGM3 PTEN RBFOX1 SCYL3 SGSM2 SOX4 SPTY2D1 ST8SIA2 TNNI3K TOX3 TPBG USP14 USP30 VDAC2 ZNF335 MIR597_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR597_3P ALG6 APOL2 ARID5B ARL4C ATG14 BCL2L1 BIRC6 BNIP2 BOLL BTBD7 C22orf46P C4orf3 CAB39L CADM1 CAPRIN1 CBX1 CDK2 CGN CLVS1 CNN3 COQ4 CTDSPL CXADR CXXC5 DACH1 DIXDC1 DNAJB1 DPH2 E4F1 EHF EIF4H FAM168A FAM221B FBXO28 FCRLA FRMD6 FYCO1 GLIS3 GPATCH2L GRM5 GTF2B GXYLT1 HECA HECTD2 HMGXB4 IGLON5 IL2RA IYD KCTD15 KLF11 KLHL42 KRTAP9-2 KRTAP9-8 KYAT1 LAMP2 LDAH LDLRAP1 LPAR5 LRTOMT LTBP2 MAP1LC3B MDH1B MYH9 NAP1L1 NRAS ONECUT2 PAK5 PHACTR1 PHACTR2 PIK3C2A PPTC7 PRDM11 PREPL PTDSS2 PTPRQ PYGO2 RAB6B RALGPS1 RBMS1 RBMS3 RFX3 RHBDL3 RIC3 SDC1 SDK1 SEMA3D SEMA5A SEMA6D SGPL1 SGSM1 SLC46A3 SMIM12 SNX25 SOCS2 SPATA33 SPN SYN1 SYNJ2BP TDRD1 TIGIT TOR1AIP2 TSHZ3 TSPAN11 UBN1 UNC5D USP18 YWHAE MIR597_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR597_5P ABCA1 ACER2 ACVR2B ADGRG7 AJUBA ARHGAP42 ARHGAP6 ATP1A4 ATXN7 BCCIP BCL11B BOD1L1 BRIP1 C1QTNF3 CARTPT CCDC149 CCDC178 CDK14 DCAF12 DCLK1 DDX6 DNAJB6 EIF4E3 EPB41L5 FAM111B FGFR1OP2 FIGN FOXF1 FUT8 G3BP2 GABRG1 GJB7 GPD2 GPR158 HEG1 HYCC2 JAK1 KIAA0040 LARP4 LCK LIFR MAPK9 MOAP1 MYSM1 NCAM1 NCBP3 NLRC5 NRK OBSL1 OPA3 PACS1 PPME1 PPP1R27 PPP2R2D PRG4 PRKX PRLR PWWP2A RWDD2A SCN2A SGK1 SHB SLC24A4 SLITRK3 SNW1 SRSF3 SUSD5 TEAD1 TLX1 TMEM87A TRIM32 TTC8 UBE2A UGT2A3 XPO7 ZC3H12C ZMYM2 ZNF25 MIR598_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR598_3P EIF5B JPH1 LIN28A MSRB3 NTN1 PAX3 PPFIBP1 QRSL1 SLC6A13 TUBB6 MIR598_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR598_5P EBF1 GRIA1 KRT80 LMAN2L PLCXD1 MIR599 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR599 ACVR2B ADAM12 ANHX ANKRD13B ATMIN BIRC6 BPNT2 BST1 C2orf88 C5orf24 CARD16 CARTPT CDK8 CEACAM21 CEP135 CERS2 CFAP44 CHCHD10 CHD7 CNOT9 CNTNAP2 COX15 CYP26B1 DLG2 DNAJC24 EDIL3 ERBB3 FAM111B GPD2 HPCAL4 IGF1 IL1RL1 ILDR2 JAM2 KIAA0040 KLHL29 LMCD1 LRRC4C LRRC8C LRRFIP2 LSAMP MAB21L2 MAF MAPK10 MPC2 MTHFD2L MYOZ2 NFIA NLGN3 NRDE2 NRXN1 NSL1 PDE1C PDE3A PDE4D PGGT1B PGR PLCB4 PLEKHM3 PMP2 PRKD1 QSOX1 RAG2 RFX1 ROCK1 SART1 SLC10A7 SLC2A12 SLC30A10 SNX29 SORCS1 SOX9 STAT1 TAF2 TBL1XR1 TCF12 TFAP2A TGFB2 TNRC6B TSC22D1 TSHZ1 UVRAG XG ZFP30 ZNF134 ZSWIM6 MIR600 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR600 ABRAXAS2 ALS2 ARL1 ARPP19 ATF3 ATP6V0A2 BBX BICRA C2orf88 C8orf34 CCK CCNDBP1 CCNJ CIP2A CLASP2 CLVS2 COL11A1 COL2A1 CPSF6 CREBBP CRH CRIM1 DCLRE1B DCUN1D1 DDIT4L DLC1 DYRK2 DZIP1L ELF2 ENAH EPHX2 EPS15L1 ETNK1 FEM1B FMNL3 FOXC1 GAD1 GATA3 GDAP1 GLI3 HAPLN1 HIVEP3 HPRT1 INA INSIG2 INSM2 KCNA4 KCNE3 KCTD12 KCTD21 KDM5A KDM5B KIAA0930 KLF9 KMT2E LHX8 LONRF2 MBD2 MEAF6 MIA2 MMS22L MYT1L NAA35 NACC1 NCL NEMP1 NETO1 NF1 NKIRAS2 NKX2-5 NOVA1 NPY2R NRBF2 NSG1 NUDT5 PAFAH1B1 PALLD PCDH7 PCDH8 PCF11 PCMTD2 PDE1A PEAK1 PHTF1 PHTF2 PPP2CA PRKACB PTBP3 PTPRD RAB10 RAB4A RANBP3 RAP2C RFPL1 RFPL3 RICTOR RNF125 RPS6KC1 SBNO1 SCFD2 SEPTIN3 SERINC5 SHLD2 SHPRH SLC2A10 SLC4A10 SLC6A2 SLC6A6 SLITRK5 SP3 SPIN1 SPSB1 STIM2 STK4 STRIP2 STX6 TDRP THAP5 TIAM2 TMPRSS11D TNRC6B TP53I11 TRIM52 TTC22 UBFD1 UBQLN1 UBQLN2 UBR3 UCHL1 USP27X VGLL3 WAC WASHC3 WRN ZBTB41 ZC3H12B ZC3H12C ZNF451 ZNF792 ZNF804A ZSCAN31 MIR601 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR601 AHCTF1 ALDH3A1 ANKIB1 ANKRD31 B3GNT9 BCL2L2 CASP3 CNKSR2 CSNK2A2 CUL3 DDHD2 DTX4 EFNA4 EIF4EBP3 FBLN7 GOLGA8A GOLGA8B HSPH1 KHDC4 LHFPL2 LURAP1L MBNL1 NLGN1 NRG3 PCSK9 PPP2R2D RASGRP3 RO60 RSKR RTBDN SEC16B SIRT1 SLC38A9 SLC6A6 SNRK TAF11 USP29 ZBTB38 ZNF416 MIR602 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR602 DNAJC3 HTT MTF2 NOG ORMDL1 SPIRE1 TENM4 ZNF396 MIR603 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR603 ABCB10 ABCC2 ABCC6 ADAMTS9 ADCYAP1 AFTPH AHCTF1 AKAP13 ANKRD17 APMAP ARHGAP5 ARL4A ASXL1 ATAD2 BCL6 BCOR BPNT2 C1orf216 CAV2 CCDC169 CCNT1 CD164 CDKL2 CEP135 CEP350 COL25A1 CR1 CTNND1 CUL1 CUL5 CYP51A1 DAAM1 DARS1 DLG1 DLGAP4 DNAJC21 DTWD1 EGR3 EIF1AY EIF2AK3 ELAVL4 ENPP4 EP400 EPG5 FAM120A FAM177B FAM184A FANCL FBN1 FBXO4 FBXO45 FBXO47 FFAR4 FOXN3 FSTL5 GABRB2 GCC2 GOSR2 GPR137C GRB2 HERC2 HHLA1 HILPDA HIPK1 HOOK3 IMPG1 ITGAM KCNA2 KDM7A KHDRBS1 KHDRBS2 KIF2A KLF6 KLHL13 KLHL2 LARP4 LDLRAD3 LHX8 MACC1 MATR3 MBL2 MED14 MED24 METTL9 MGAT4A MID1 MOSMO NEUROD6 NFIL3 NHS NOP16 NR2C2 NSRP1 P2RY13 PABIR1 PABIR2 PCNX1 PDE3A PDS5A PDS5B PEG10 PEG3 PGM2L1 PHF21A PHF6 PITPNB PLAAT5 PLAG1 PLCXD1 PLXNA4 PRKG1 PTBP2 PTGFRN PTH2R PTPRN RAD51C RADX RAI1 RALGPS2 RASSF8 RFK RFX3 RGPD3 RGPD4 RGPD5 RGPD6 RGPD8 RGS4 RMND5A RNF139 RNF19A RNF38 RORA RUNX1T1 SCAF11 SEC22C SEC31A SHB SHROOM2 SLC6A19 SLF2 SLITRK4 SNIP1 SOCS6 SP4 SSBP2 SSH1 STRBP SUN2 SYTL4 TBCCD1 TBRG1 TBX5 TENM2 TENT4B TFAP2C TIFA TMEM108 TMEM245 TMIGD1 TMTC4 TNRC6B TNRC6C TP63 TPRA1 TRIM36 USP37 VAPA ZBTB14 ZCCHC2 ZNF281 ZNF529 ZNF789 MIR604 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR604 ALCAM CAMK2G CPT1A GATD3 GPN1 GRID2 IGSF10 KRTCAP3 NAV1 PLCH2 SCN8A SEC14L1 SEPTIN3 SLC7A1 SS18 STIMATE MIR605_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR605_3P ABHD17B ADAM12 ADAM17 ADCY9 ADISSP AGO1 AHCYL2 ALDH1L2 ALDH7A1 ANO3 ARHGEF6 ARPC5 ARPP21 ARRB1 ARRDC3 ASF1A ATF2 ATL2 AXIN1 B4GALT5 BACE1 BCAN BICD2 BPTF BRAP BTBD7 BTG2 C1orf105 CACNA2D1 CALCOCO1 CAST CAV1 CBX2 CCDC6 CD81 CENPQ CEP85L CHMP1B CHST6 CHUK CLOCK COL4A1 COLGALT2 CORO2A CPD CPNE8 CREBRF CRK CROT CSMD3 CTDSP1 DCUN1D3 DCX DDX52 DENND2B DENND4B DENND6A DIP2C DMXL2 DUSP10 EBF3 EBNA1BP2 EFNA5 ELAVL2 EML4 ENAH ENSG00000275993 EZH2 F2RL2 FAM120A FAM199X FAM98B FLT1 FMO1 FMO5 FNDC3A FOXG1 FRA10AC1 FRAS1 FSTL4 G3BP1 GAB2 GAPT GFM2 GPATCH8 GPR153 GPR63 GRID1 GTF3C2 GUCY1A2 HADHA HDAC9 HIPK3 HMGCS2 HPGD HTR2A IL7 INSYN2A IPO8 ITGA3 ITM2C JAG2 KCNH7 KCNQ2 KIF3B KL KLHL11 KLHL15 KPNA4 KRBOX5 KRTAP13-1 LAMC1 LHFPL2 LNPK LRCH4 LRRC15 LRRC28 LSM12 MACROD2 MAP3K8 MBOAT2 MDGA2 MECOM MED13 MED14 MIDEAS MOCS1 MTM1 MYCBP2 MYO5B NAA15 NAA50 NAP1L5 NAV1 NEGR1 NFATC2 NIPAL2 NPAS3 NQO1 NR2E1 NRAS NUMA1 OTUB1 PAPOLA PCDH19 PCDH9 PDK3 PGAP1 PHF8 PIAS2 PIK3C2A PIK3IP1 PIK3R1 PIM1 PLCD1 PLEKHM3 PLXNA4 POGLUT1 POU2F3 PPP1R13L PPP1R3B PPP2R2A PROSER1 PRR15 PRSS35 PTPRG RAB3D RABGAP1 RAF1 RALBP1 RAP2C RBM18 RCOR1 RETREG1 RIC3 RNF157 RNF165 RRAS RTL9 RUNX2 SCAI SCLT1 SEMA5B SERTAD2 SESN2 SH2D4A SH3KBP1 SIAH3 SIPA1L1 SKP2 SLC12A2 SLC13A1 SLC29A1 SLC2A13 SLC35F3 SLC38A10 SLC6A15 SLC6A3 SLCO4C1 SLCO5A1 SLITRK1 SMARCE1 SMIM9 SMOX SNAP29 SNX3 SNX4 SOS1 SP1 SPPL2A SPTSSA SRSF2 SRSF8 STEAP3 STX1A SYNJ1 TAFAZZIN TAL1 TEAD1 TENM3 THNSL1 TIA1 TMEM132B TMEM252 TMTC4 TNFRSF21 TNIK TP53INP1 TSKU TSPYL1 TTBK2 TYR UBE2B UBE2J1 UBN2 USP25 VAMP3 VAT1 VPS13A VPS26B VSTM4 WIPF2 WSCD2 ZBTB20 ZBTB41 ZCCHC3 ZKSCAN4 ZNF124 ZNF207 ZNF268 ZNF426 ZNF451 ZNF697 ZNF74 ZNF763 ZNF844 ZSCAN20 MIR605_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR605_5P ACTN4 ACTR2 ACTR3 ADAMTS6 ADD3 ADGRL3 AFDN AHR ANKRD44 ANKRD6 ATE1 ATG5 ATP8A2 ATXN1 BCL11B BTBD3 C16orf74 C2orf49 CAP2 CAST CCDC50 CLDN23 CLEC3A COPS2 CSNK1A1 CSRNP3 DGKH DNAJB11 DPYD DRAM1 EBLN2 EFTUD2 ENY2 FAM13A FAM3C FAT1 FCHSD2 FLI1 FLRT2 FXYD3 G2E3 GABARAPL1 HAPLN1 HECTD2 HIPK2 HSD17B11 IFI44 JAK2 KCNA4 KDM5B LEMD3 LRBA LRCH1 LRP5 LRRK1 LUC7L3 MAP3K9 MBD1 MBTD1 MED6 MITF MOSPD3 MRPS27 MTMR8 MTRR NFIA NIPSNAP3B NR1D2 NREP NRP2 NSUN4 P2RY12 PCDHGA7 PCGF5 PCTP PDE3B PHACTR2 POGZ PPP2R2A PREX1 PRLHR PRPF40A PTBP3 PTGR3 PTPN4 QSOX2 RBM27 RNF168 RPS6KB1 SCN2B SEC24D SEH1L SGMS1 SIX2 SLAIN2 SLC10A7 SLC11A2 SLC16A1 SLC7A11 SLITRK2 SMIM3 SNAPC1 SOX9 STARD4 STOX2 SYTL2 TBC1D8B TIMM8A TLCD5 TMED10 TMEM132E TMEM170B TMEM65 TMOD1 TMPRSS11A TMTC2 TRIM34 TRIM6-TRIM34 TRPC1 TSN UBXN10 UTP15 VAPB VGLL3 WDR26 ZBTB43 ZCCHC14 ZFC3H1 ZFHX3 ZNF592 ZNF843 ZSWIM6 MIR606 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR606 ACADM ACVR1 ANKRD13A ANKRD50 APOOL ARL15 ARPC1A ASNSD1 BOD1L1 BRWD1 CAV2 CCNA1 CD44 CDK2AP1 CNST CNTNAP2 COL25A1 CPSF6 CXADR CYLD DCLRE1A DDX60L DNAJB5 ELP4 EPHA4 EYA1 FDX1 GNPTAB GPR34 HEPHL1 HFM1 HNRNPC HNRNPU HRG HSPA4L KDM7A KIF14 LTN1 MAP1LC3B MBNL1 MBNL3 MBOAT2 MED23 MPHOSPH9 MYT1 NUFIP2 PAX6 POLK POU2F1 PPM1D PRKCD PROSER2 PRTG PTPN13 RAD51 RAD51B RASSF8 RBM8A RBPJ REPS2 RGS17 RIMS1 RMDN1 RPP30 RUNX1T1 SCAF11 SCD SCG3 SCN9A SESTD1 SFRP1 SFRP2 SLC10A7 SLC7A11 SMARCA5 SOX11 STC1 SVIP TBC1D15 TCF4 TNFSF11 TRMT11 TUBE1 UBE2D3 VEZT WTAP XRN2 ZBTB8B ZDHHC21 ZFAND4 ZNF16 ZNF280D MIR6069 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6069 ACTA2 CBLB CCDC121 CHST9 CIDEB CNOT9 CTDSP2 GSTA1 IVD KCNJ2 MYCN NUP210 OTUD4 PAK5 PEX10 PLPPR5 PPP1R12B RAB11FIP5 RCOR1 SHPRH SIK3 SIMC1 SLC22A8 SYS1 TMIGD3 WAC ZBTB20 ZNF385C ZNF860 MIR607 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR607 AASDH ABCA9 ABCB10 ABHD10 ABHD13 ABHD18 ABHD5 ACAP2 ACKR3 ACTR2 ACTR3 ACVR2A ACVR2B ADAM22 ADAMTS5 ADAMTSL1 AEBP2 AFDN AFF4 AGAP11 AGAP4 AGAP5 AGAP6 AGFG1 AGPS AHR AK7 AKAIN1 AKAP11 AKIRIN2 ALG10B ALS2 ANK2 ANKRD22 ANKRD28 ANKRD44 AP1AR AP1G1 API5 APOOL APPL1 AQP9 ARF6 ARFGAP3 ARFGEF3 ARHGAP12 ARHGAP26 ARHGAP32 ARHGAP5 ARHGEF12 ARID1B ARIH1 ARL13B ARL5A ARL5B ARL6IP5 ARRDC3 ARX ASB8 ASF1A ATF7IP ATG4C ATP10D ATP11C ATP2B1 ATRX ATXN3 ATXN7 AZI2 AZIN1 B3GNT9 BACE2 BACH1 BANK1 BCAT1 BCL7B BCLAF3 BDP1 BICC1 BICRAL BIRC6 BIVM BLOC1S6 BLTP1 BMP2K BMP3 BMPR2 BOD1L2 BRWD3 BTBD3 BTLA BZW1 C10orf90 C17orf58 C18orf54 C1GALT1 C1orf146 C1orf56 C21orf91 C2orf49 C2orf68 C2orf72 C2orf88 C8orf34 C9orf72 CACNB4 CADM2 CAMK4 CAND1 CAPRIN1 CASK CASP1 CASQ2 CBFB CBLB CBLL1 CCAR1 CCDC126 CCDC141 CCDC71L CCNB1 CCNT1 CCNT2 CCNY CCNYL1 CCZ1B CD302 CD83 CD93 CDC14A CDH6 CDIN1 CDK12 CDK13 CDK17 CDK6 CDKL1 CEACAM5 CEACAM8 CEP135 CEP41 CEP63 CERS3 CFAP161 CFAP90 CFTR CHEK1 CHIC1 CHM CILK1 CIP2A CLEC2D CLEC4D CLOCK CLPX CLVS2 CNKSR2 CNOT8 CNST CNTLN CNTN1 CNTN4 COA1 COBLL1 COG5 COL5A1 COMMD2 CORO1C CPEB1 CPSF4 CPSF6 CREB1 CREB5 CREBZF CREM CRIPT CRYZL1 CSMD2 CSN2 CSNK1A1 CSPG5 CSRNP3 CTBS CTNND2 CTSE CTSS CUL3 CWC22 CXADR CXCL14 CXCL8 CYP2U1 CYP4V2 DAZ3 DAZ4 DBT DCAF8L1 DCBLD2 DCLK1 DCUN1D1 DCUN1D3 DCUN1D4 DCUN1D5 DCX DDX3Y DDX5 DDX52 DENND1B DENND4A DENND5B DEPDC7 DGKH DHX15 DIP2B DISC1 DKK2 DLD DLGAP1 DNAH10 DNAJB9 DNAJC12 DNAJC3 DNM3 DOCK5 DOK5 DOK6 DOP1B DPY19L3 DTL DUS4L DYNC1I1 E2F6 EDIL3 EDNRA EEF1AKMT2 EFCAB5 EFR3A EIF1AD EIF1AX EIF3A ELAVL2 ELAVL4 ELK4 ENPP1 ENPP2 ENPP5 EOGT ERBIN ERC2 ERCC6L2 ERI2 ERMN ERP44 ESR1 ESRRG ETNK1 ETV1 EXTL2 FAM104A FAM120B FAM124A FAM133A FAM13A FAM13B FAM13C FAM168B FAM169A FAT3 FAXC FBLN5 FBXO30 FBXO9 FBXW2 FECH FEM1B FEM1C FGF12 FGF7 FGL1 FGL2 FIGN FLT1 FMR1 FN1 FNDC3B FOXF1 FOXJ3 FOXN2 FOXO1 FRS2 FSD1L FSD2 FUT9 FXR1 FYTTD1 FZD3 FZD6 G6PC1 GABPA GABRA2 GABRA4 GABRG1 GADD45A GALP GAREM1 GBP2 GCLM GCN1 GCNT1 GDA GEM GFPT1 GGCX GIPC2 GJA1 GJB2 GK5 GLRB GMNC GMPR2 GNAQ GNE GNG2 GOLGA6L10 GOLGA6L4 GOLGA6L9 GPAM GPATCH11 GPHN GPM6A GPNMB GPR26 GPR37 GPR88 GRIN2A GRIP1 GRM5 GSKIP GSPT1 GSPT2 GTF2A1 GTF2H3 GTF2I GTPBP10 GUCY1A2 GYG1 HAPLN1 HDAC8 HDAC9 HECW1 HERPUD2 HIVEP2 HIVEP3 HK2 HLCS HMGCS1 HNRNPR HOOK3 HOXA3 HOXD13 HOXD3 HOXD8 HSPA4L HSPB3 HTR1F HYCC1 IDI1 IFI16 IFNG IGF1 IGF2BP3 IGIP IGSF3 IKBIP IKZF3 IKZF5 IL5RA ILDR2 IMPA1 INO80D INTS13 INTS6 IQGAP2 IRAK3 IRF2BP2 IRF2BPL IRX2 ITGAV ITGB1 ITGB6 ITGB8 ITM2A ITM2B ITPRID2 JADE3 JAG1 JCHAIN JMY JRKL KALRN KANSL1L KCNC2 KCNMA1 KCNQ3 KCNQ5 KCNT2 KCTD12 KDELR2 KDM3B KIAA0408 KIAA0825 KIF14 KIF21A KIN KL KLF10 KLF12 KLF15 KLF6 KLF7 KLHL2 KLHL24 KLHL28 KLHL31 KLHL5 KLHL9 LACTB LANCL2 LARP4B LATS2 LBH LCORL LHCGR LHFPL6 LHX9 LIN7A LMO7 LNPK LONRF2 LPGAT1 LRCH1 LRCH2 LRP11 LRP2BP LRRC58 LRRC8B LSM8 LY75-CD302 LYPLA1 LYSMD3 LZIC MAB21L1 MACROD2 MAGI3 MAMDC2 MAMLD1 MAN1A1 MAN1A2 MAN2A1 MAP1B MAP3K2 MAP3K20 MAP3K7 MAP7D3 MARCHF8 MARF1 MARK1 MATCAP2 MBNL1 MBNL3 MBTD1 MBTPS2 MCFD2 MCM8 MCTS1 MDFIC MDGA2 MDM1 MDM4 MED12L MED13 MEDAG MEIOB MFAP3 MFSD14B MGAT4A MIA3 MIB1 MITF MKRN1 MKRN3 MLLT3 MLXIP MMP12 MMP16 MOB1B MON2 MOSPD1 MPP4 MRPS10 MSANTD4 MSRB3 MSX1 MTDH MTMR10 MTMR12 MTMR2 MTMR9 MTSS1 MXD1 MYLK3 MYO10 MYO5A NAA16 NAA30 NAALADL2 NADK2 NAPB NAV2 NCKAP1 NDUFA5 NDUFAF5 NDUFS1 NECAP1 NEGR1 NEK1 NEK7 NET1 NFAT5 NFIA NFKBIZ NIBAN1 NINL NIPA1 NIPAL1 NKIRAS1 NLK NLRC3 NMBR NNT NPY1R NR1D2 NRBF2 NRG3 NRG4 NRK NSL1 NSUN6 NUDT11 NUDT21 NUFIP2 OAT ONECUT2 OPRM1 OSTM1 OTOGL PABIR2 PAFAH1B2 PAH PALS2 PAPOLG PARP11 PARP8 PAX6 PAXIP1 PBX1 PCBP1 PCDH15 PCDH19 PCDH7 PCMTD1 PCNP PCSK1 PDCD6IP PDE7A PDE8B PDHB PDIK1L PDK1 PDLIM5 PDS5B PDZD2 PEAK1 PELI1 PEX13 PFKFB2 PGAP1 PGAP2 PGM2L1 PGR PGRMC2 PHACTR3 PHC3 PHIP PHTF2 PI15 PIAS2 PIK3CA PIK3CG PIP4P2 PITPNC1 PKD2 PKNOX1 PLCB1 PLD5 PLEKHA1 PLEKHF2 PLSCR1 PLSCR4 PLXDC2 PMPCB PNISR POGK POGLUT1 POLR2M PPIL6 PPM1L PPP1R3B PPP2R2A PPP3R1 PPP4R2 PPP6R3 PRDM5 PREPL PREX2 PRKAA1 PRKAA2 PRKACA PRKACB PRKCB PRKG1 PRLR PRMT3 PROSER2 PRPF38B PRPF4B PRR32 PRRC2C PRRG4 PRSS23 PRTG PSG1 PSG2 PSG3 PSG5 PSIP1 PSMD11 PSMD14 PTBP2 PTBP3 PTCD2 PTGER2 PTPDC1 PTPN11 PTPN12 PTPN4 PTPRB PURA PURB PURG PYHIN1 QKI RAB11FIP2 RAB12 RAB6B RAB8B RAG1 RAN RAP2C RAPGEF6 RASA2 RBBP9 RBFOX1 RBM18 RBM27 RBM47 RBMS3 RBP2 RC3H1 RCAN2 RCHY1 RECK REEP1 REEP3 REPS2 RESF1 RFTN2 RFX3 RICTOR RIF1 RIMS2 RNF128 RNF144B RNF149 RNF180 RNF4 RNF7 ROBO1 RORA RP2 RPRD1A RPS6KB1 RSBN1 RUFY2 RUNX2 S100PBP SALL3 SAMD8 SANBR SAR1B SAT1 SATB2 SCAI SCARA3 SCCPDH SCML1 SCN9A SDK2 SEH1L SELENOI SELENOT SEMA5A SERINC1 SERPINB3 SERPINB4 SERTAD2 SFT2D1 SGPP1 SH3BGRL SH3BGRL2 SHISA9 SHROOM4 SINHCAF SIRT1 SKAP2 SKP2 SLC12A2 SLC16A1 SLC16A7 SLC1A3 SLC25A24 SLC25A46 SLC2A2 SLC30A7 SLC35A3 SLC35F3 SLC38A4 SLC41A1 SLC44A1 SLC45A4 SLC4A10 SLC66A1L SLC7A11 SLFN11 SLIT2 SLITRK2 SLITRK5 SLK SMAD2 SMAD5 SMC5 SMIM13 SNTG1 SNX19 SOCS4 SOX2 SP1 SP3 SP4 SP8 SPAG16 SPAG9 SPATA13 SPATS2L SPCS3 SPDYE5 SPIRE1 SPN SPOCK3 SPOPL SPRED1 SPRY2 SPTA1 SPTY2D1 SRGAP1 SRP68 SRSF1 SRSF2 SRSF4 SSBP2 SSMEM1 ST8SIA2 ST8SIA4 STARD4 STEAP2 STK17B STK26 STK39 STOX2 STRBP STRN STT3A STX12 STXBP4 STXBP5 STXBP5L SUCLG2 SUCO SUPT3H SUZ12 SV2C SWAP70 SYNPO2 SYPL1 SYPL2 SYT14 TACC1 TADA2B TAF5L TAFA1 TAGAP TARDBP TBC1D1 TBC1D12 TBC1D9 TBL1XR1 TCF12 TDG TDP2 TECRL TECTB TENM1 TENT4B TENT5A TET1 TEX10 TEX30 TFAP2E TFB2M TFDP2 TFEC THAP2 THAP6 THAP9 THSD7A TIPARP TLCD4 TLK2 TLL1 TM7SF3 TM9SF1 TM9SF3 TMED4 TMED7 TMEFF2 TMEM106B TMEM14A TMEM170B TMEM245 TMEM26 TMEM260 TMEM33 TMEM35A TMEM43 TMEM59 TMEM70 TMEM74 TMF1 TMTC2 TMX1 TNRC6B TOMM6 TOX TP53BP2 TPRX1 TRA2A TRAK1 TRAPPC13 TRDN TRIM44 TRIM71 TRIP11 TRPA1 TRPC1 TRPC5 TRPC5OS TRPC6 TSFM TSHZ2 TSHZ3 TSNAX TSPAN12 TSPAN13 TTC14 TTC33 TTC39B TULP4 TWSG1 TYW5 UBASH3B UBE2B UBE2D1 UBE2Q1 UBE3C UBE4B UBLCP1 UBP1 UBTD2 UBXN2B UGGT1 UGT2A3 UNC5C USF3 USH2A USP1 USP31 USP33 USP38 USP46 USP53 USP54 USP9Y UXS1 VAMP4 VGLL3 VPS26A VRK1 WASF1 WASHC4 WDHD1 WDR17 WIPF1 WWC3 XKR9 XPOT YAE1 YIPF6 YTHDC2 YTHDF3 ZBTB1 ZBTB20 ZBTB33 ZBTB4 ZBTB41 ZBTB44 ZBTB8A ZC3H14 ZCCHC2 ZCRB1 ZDHHC14 ZDHHC15 ZDHHC21 ZEB2 ZFC3H1 ZFP91 ZFR ZFYVE16 ZHX1 ZKSCAN8 ZMAT3 ZMYND15 ZNF112 ZNF12 ZNF250 ZNF318 ZNF407 ZNF449 ZNF454 ZNF471 ZNF518A ZNF546 ZNF608 ZNF695 ZNF706 ZNF708 ZNF711 ZNF717 ZNF737 ZNF770 ZPBP ZXDC MIR6071 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6071 ADNP AICDA AMD1 ARF4 ARFIP1 ARHGAP42 ARMH4 BANK1 BCL2L11 BTRC C1QL2 C8orf44-SGK3 CACNA2D4 CASK CCDC40 CDC42BPB CDKN1B CEBPZOS CLDN8 CLEC4F CLN5 CNOT10 CRACR2B CREG2 CWC27 CYFIP2 DCAF8 DCP1A DCX DDI2 DLG3 DLGAP1 DNAJC27 DPF3 DUOXA1 DYRK1A EBF3 EDN1 EFHC2 EGFLAM EMB ERC1 ESM1 FAM149B1 FAM53C FBXO22 FCHO2 FHL1 FOXO3 FST FSTL5 FUT2 FZD3 GANC GATAD2A GFRA1 GKAP1 GREM2 HECTD2 HRNR IFNK IHO1 IKZF2 IRS1 JRK KAT6A KCNG1 KCNH5 KIAA1549L KIAA1958 KLHL2 KLRD1 KPNA4 LDLR LDLRAD4 LGALSL MAB21L2 MAN1C1 MAP3K20 MAPK8 MBNL3 MBP MFSD14B MIP MORN4 MXI1 NAPB NEUROD1 NFASC NFATC3 NLGN3 NNAT NR6A1 OGT OSBPL2 PACSIN2 PAX9 PAXBP1 PCGF6 PDGFRB PDS5A PEX11B PHF5A PHLDB1 PKIG PLCXD2 PLPPR4 PNN POLH PRPS1 PTP4A2 PTPN2 RAB30 RAB39A RAB3B RAD23B RALBP1 RASSF8 RBBP6 RCC1 RHPN1 RNF24 RPS6KA1 SAP30L SERF2 SET SGK3 SH3D19 SIK2 SLAIN2 SLC25A15 SLC46A3 SLC5A3 SMDT1 SNX18 SNX27 SOGA1 SORBS2 SOX6 SPINK5 SPRING1 SPX STAG2 STAM2 STEAP2 TBL1XR1 TBXT TENT5A TFB2M TFDP1 TLCD4-RWDD3 TLE1 TMEM150A TMPPE TOM1L1 TOR1AIP2 TPST1 TRABD2B TRERF1 TRPS1 TUT4 TYSND1 UBE2D3 UBL3 UBR3 UGT3A1 USP3 VGLL3 WNT3 XYLB YAP1 YPEL2 ZBTB20 ZIC2 ZNF395 ZNF695 ZNF704 ZNF793 ZPR1 ZRANB1 MIR6072 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6072 ABCC3 ADAM23 AGBL4 ALG6 AMOT ANGPT2 APPBP2 ARHGEF33 ATRNL1 BECN1 C1orf21 CAMKV CCAR1 CEP41 CERS6 CLIP4 CNR2 CREB1 CUL5 DCX DENND4A DPY19L3 FAM168A FLT1 GFI1 HIF1AN HM13 HNRNPDL HSDL2 IFIT5 KCTD20 KCTD3 KPNA5 LEMD3 MICU1 MON1B MSL2 NETO1 NOTCH2NLA NPTN NUDT13 OLIG2 ONECUT2 P4HA1 PCYT1A PEX11G PIK3R3 POLE4 PPT1 PRKCI PRR5L PTPRT RAB3B RABEP1 RIC3 RNF168 RNMT RRP15 RSPH4A RUNDC3B SEPTIN4 SIX1 SLC25A25 SLFN13 SMARCAD1 SMIM13 SNX20 SPATA6L SPRY2 STK3 SYT1 TINF2 TMEM221 TTL VDAC2 VWC2 ZNRF3 MIR6073 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6073 ACBD3 ACBD5 AK5 ANKRD50 ARHGEF12 ARID2 ASH1L ASPH BAK1 BMAL1 BTLA C6orf47 CA3 CBLB CIITA CLOCK CREB5 CYB5A CYP4X1 DMTF1 ECI2 EIF3M ERAP1 FAM13A FBXO45 FOXO1 FUBP1 GANC GGA3 GNAL GOLGA5 GPCPD1 GPRC5B HAL HECTD1 HSPA12A HTATIP2 IL6ST IL7R ILDR2 IPO7 ITGAV ITGB8 ITPKB JMJD1C KATNBL1 KLF13 LPP LRRC17 LRRC59 MAP3K4 MARK3 MIER1 MPRIP NETO2 NMBR NOL7 NR3C1 OSBP PDE8B PDZD2 PGRMC2 PHAF1 PPP1R37 PRC1 PTPN23 RAB12 RAB2A RASGRP1 REPS2 RICTOR RREB1 SELENOI SLC49A4 SMLR1 SNX16 SP4 SSH3 ST6GALNAC1 STAM STAU1 SYNJ2BP TAB2 TAGAP TASOR2 TBC1D2B TBL1XR1 TESK2 TGFBR2 TMTC2 TRIM6 TWF1 UTRN UXS1 VEPH1 VSTM2A WASL ZCCHC14 ZCCHC24 ZEB1 ZEB2 ZNF644 MIR6074 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6074 A1CF ABCC9 ACTR3 ADCYAP1 ADH7 AFF4 AIFM1 AK6 AKAP11 AKIRIN1 ALG10 ANK2 ANKRD20A1 ANKRD20A2P ANKRD20A3P ANKRD20A4P AP1S3 AQP4 AQR ARFGEF1 ARFIP1 ARL15 ARMC2 ARMCX3 ATG5 ATP5MG BAG4 BEX1 BRINP3 BRWD1 CADM2 CALCRL CALHM5 CCZ1B CD2AP CDC40 CDC6 CDH19 CDKN2C CDS1 CDYL2 CFAP97 CFL2 CHD1 CHD9 CHUK CKAP2 CLK2 CNGB1 COL4A4 CREBBP CROT CXADR CXCL6 CYBB CYBRD1 DAAM2 DCLK1 DCUN1D5 DDX53 DIP2B DIPK2A DLC1 DNAL1 DST DUSP16 ELAVL2 ELAVL4 ENPP3 EP300 EPHA5 ERAP1 ERO1B ERRFI1 EVI5 FAM241A FANCF FANCL FAXC FBXL17 FBXO30 FBXO38 FGFR1OP2 FOXD3 FRMD3 FUT9 G6PC2 GABRG2 GLRA3 GNAI3 GNPDA2 GNPNAT1 GOLGA4 GOLIM4 GPAT3 GPR180 GRIA4 GRIK3 GSE1 GTF2A1 GTF2A1L GXYLT1 HIVEP1 HPGD HTR2A IDE IL22RA2 IRAK1BP1 IRF2 IRF2BPL ISOC1 ITFG1 ITGA4 ITGB8 JUNB KCNV1 KDM4C KIAA1328 KIF11 KLF10 KLHL2 KRT20 LMO7DN LPP LRPPRC LRRCC1 MACIR MAN1C1 MAP3K2 MAP9 MARCHF7 MCM8 MCTS1 MELK MEP1A MGA MIPOL1 MMD MMP13 MRPL17 MSANTD4 MSTN MTERF3 NAA15 NAA30 NAALADL2 NBN NCAPG2 NCKAP5 NDUFA5 NEK2 NIP7 NLGN1 NPY2R NTNG1 NUDT7 OAT ODC1 OR9Q1 PCDH18 PCGF5 PDIA6 PDP1 PEX11B PHF20L1 PHIP PIK3C2A PIK3CA PNISR POLK PRDM13 PRDM5 PRG4 PSD3 PTGER3 PTPRJ PTPRN2 PWWP2A PYGO1 QKI R3HDM2 RAB18 RAB44 RASGRP2 RBM7 RBSN RFX3 RFX7 RHOT1 RHOU RIPOR2 RNF121 RP1L1 RPS6KA6 RRM2B RSBN1 RXFP1 SAMD5 SAP18 SCOC SELENOT SERPINB10 SETBP1 SFMBT1 SGIP1 SGK3 SGO1 SHC3 SLC35F4 SLC37A3 SLC38A2 SLC6A15 SMAD2 SNTN SNX13 SNX31 SOCS4 SORCS3 SOX5 SP3 SPAG9 SPATA6 SSPN ST8SIA4 STAU2 STK17B STON1-GTF2A1L STRAP SUCLG2 SYNJ1 SYT16 TENT4B TENT5A THRB TMEM108 TMEM135 TMEM236 TMEM243 TNKS2 TNPO1 TRAPPC8 TRDN TRIM23 TRIM38 TRIP12 TSPAN2 TTC9 TULP3 TUSC1 UBE2W USF3 UTP14C VNN1 WDFY3 YAF2 ZBTB10 ZBTB21 ZBTB25 ZC3H14 ZC3HAV1L ZFYVE16 ZNF124 ZNF148 ZNF28 ZNF283 ZNF326 ZNF37A ZNF423 ZNF605 ZNF624 ZNF658 ZNF680 ZNF780B ZNF816 ZNF844 ZSWIM2 MIR6076 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6076 AJUBA ASPH BBS12 BCL9 C4orf33 C5 CLMN CPEB4 CPNE5 DNAJB12 E2F3 EID1 ENAH EP300 EPB41L5 ETS1 HNRNPA2B1 HSD11B1 KLF6 KLF7 LRRN4CL MAP4K4 MYOT MYT1L PCDH7 PCSK5 PIK3CA PLS1 POC1B PPP4R2 PXYLP1 RBFOX2 RNF144A RNF2 RNF6 SBNO1 SCN8A SEMA6D SLC4A7 SLC6A2 SMG9 SRBD1 SSBP2 STOX2 SUSD5 TCIM TMEM25 TSC22D2 USP9X WDFY3 ZNF138 MIR6077 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6077 ACSL4 ADGRL2 ALK AP5M1 APEX2 ARHGAP1 ARID2 ARID4A ARMC7 ARRB1 ARRDC3 ASF1B ATAT1 ATF7 ATRN ATXN1 B4GALNT1 B4GALT2 BCL6B BLOC1S4 BMPR2 C1orf21 C5orf22 CA10 CACNA1C CACNB4 CADM3 CALM3 CARD17P CARNS1 CASP14 CCDC186 CD38 CDS1 CHL1 CKAP4 CLEC4M CLVS1 CMTM2 CNPPD1 CNTNAP2 CX3CR1 DCAF7 DDX60L DENND11 DEPDC1 DOCK5 DPPA4 EIF4EBP2 ELFN2 ENAM EPB41L4B EPYC FAM118A FAM131B FAM133B FAM222B FBXL16 FBXO3 FCRLA FGD6 FGF23 FNDC4 FOXN3 GATA6 GATAD2B GGA2 GKAP1 GNRHR GPC4 GPX5 GRIN2A GRM5 HAP1 HDAC9 HIC1 HOXC4 IFI6 IGFBPL1 IGLON5 IGSF11 IGSF9B IL17A INTS7 KATNAL2 KCNA1 KCNAB1 KLF12 KLHL14 KNCN KPNA6 KRT26 KRTAP4-11 KSR2 LASP1 LGR6 LINGO1 LOXL2 LRP6 LRRC15 LRRTM3 LSM12 LZTS3 MAFG MAGT1 MAPKAP1 MARCKSL1 MCC MCF2L MECP2 MEN1 MIER3 MOB3A MOSMO MRRF MTFR1L MTMR3 MUCL3 NANOS2 NAV1 NCOR1 NDE1 NDST3 NFAT5 NGDN NKD1 NOTCH3 NR4A3 NREP PARP1 PARP11 PATL1 PBX1 PCDHGA12 PDE10A PDK3 PDX1 PHF19 PHGR1 PIK3R3 PIP4K2B PLCB1 PLXNA4 PNPT1 POGLUT3 POLE4 POLR3D POU1F1 POU3F4 PPT1 PRKCB PRR18 PSMA4 PSME3 PYROXD1 PYURF QTRT2 RAB2B RAD18 RAF1 RB1 RBM23 REPS2 RGS5 RGS8 RHOBTB1 RIMS3 RNF141 RNF150 RNF212B RNF213 RYK SC5D SCN4A SEMA4G SEMA6A SENP8 SETDB2 SGCE SGO2 SGTB SHANK2 SIK3 SIX2 SLC25A16 SLC2A1 SLC4A7 SLC8A2 SMAD6 SMARCD1 SMG6 SMPX SNAP91 SNX27 SOX14 SP1 SPINT1 STX17 SUB1 SUFU SYNGR1 SYT5 TBKBP1 TCHHL1 TDRD10 TGM6 THSD7B TMEM127 TMEM14A TMEM178B TMEM200A TMEM229A TMLHE TNRC6B TRDMT1 TRIM62 TRIM67 TTC5 TUBB2B TWSG1 UBE2D2 UBE2Z UBE4A UCP2 UHMK1 ULK2 USB1 VDAC3 VSTM4 WDR72 ZBTB20 ZC3H4 ZCCHC10 ZDHHC22 ZDHHC9 ZNF282 ZNF395 ZNF516 ZNF575 MIR6079 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6079 ABR ACVR2A ADAM23 ADGB ADO AK4 AKAP6 ANKRD46 ARSG ASCL1 ATAD2B ATP6V1A ATXN3 BMPR2 BPNT2 C11orf24 C11orf68 CA10 CAMKK2 CANX CAPN2 CBX4 CCDC71L CCDC87 CCDC96 CDH6 CDKN2AIP CDR2L CELF5 CFL2 CHURC1 CORO1C CREBRF CSNK1G3 CYFIP2 CYP11B1 DACT3 DHRS7 DIAPH2 DSTN EDDM3A EDEM3 ELAVL4 ELL EPB41L3 EPHA6 FOXN3 FREM1 GALR1 GARRE1 GDAP2 GID4 GSKIP HAPSTR1 HCN3 HIF3A HMGN1 HNRNPD HRH4 ILDR2 ITGA2 ITPR2 JADE1 KBTBD2 KCND2 KCNK9 KCNMA1 KDM5A KRTAP4-7 LDLRAD1 LENG9 LIN9 LPP LRRC39 LRRK2 LRRN1 LSM12 MAGI3 MAU2 MBTD1 MDGA1 MEX3B MFAP3L MIP MITF MME MS4A1 MSMO1 MTOR MVB12B MYRIP OGT ONECUT2 OTUD4 PCDH11X PIK3CB POGK POLH PRICKLE2 PRKAA1 PRX PTAR1 PTP4A1 RAB5B RALGAPA1 RASA2 RBFOX1 RBFOX3 REEP3 RORA RPP25 RTN4 SACM1L SCARA5 SEMA3C SERPINB2 SETD7 SGK2 SHANK2 SLC7A6OS SMCO3 SMIM17 SMR3B SOGA3 SPOCK2 STYX TET3 TIMP2 TMEM168 TMEM39A TMEM41A TRAPPC14 TRMT61B UBXN2B ULK2 VDAC3 VEPH1 VPS13A XXYLT1 YWHAZ ZCCHC2 ZNF281 ZNF585B ZNF621 MIR608 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR608 A1CF AAK1 ABCC12 ACTR1A AIPL1 AK2 ANKRD52 ARRB1 ASIC1 ATF7 ATP1B2 BCAM BSN C19orf53 C1QB CALB2 CARM1 CASTOR2 CCL21 CDKN1A CDSN CELSR2 CFAP251 CHRM1 CHST14 COX15 CPLX2 CRHR1 CSRP1 CUX1 CYP2W1 DAGLA DDA1 DDN DLX3 DMWD DNAJB5 DNAJC8 DPF2 DVL3 EEF1A1 EFNA5 EGFR ELAVL3 ENTPD2 EPHA8 EPN1 ERF FAM107A FAM177B FAM219A FBXO46 FCRLA FGD4 FNDC10 FOXI1 FOXO4 FOXP4 FZD4 FZD8 GFAP GIT1 GNG4 GORASP1 GP6 GPX3 GRAMD4 GRIN2A HIVEP3 HMGXB3 HYOU1 IGFBP5 IGLON5 IQSEC2 IQSEC3 ITPKB JADE2 KCNC4 KCNH1 KCNK9 KIF21B KLF16 KPRP KSR2 LDB3 LHPP LHX6 LIMD2 LMOD1 LRRC32 LSMEM2 MAB21L2 MAP1A MAP3K13 MDGA1 MEOX1 MEX3A MKNK2 MMP24 MSI1 MUC3A NACC1 NALF2 NAV2 NECTIN1 NEUROD6 NFIC NFIX NHERF1 NKD1 NME4 NOVA2 NPTXR NR4A1 NTSR1 OLFM2 ONECUT2 PARVB PATZ1 PAX5 PCDHGA1 PCDHGA10 PCDHGA11 PCDHGA12 PCDHGA2 PCDHGA3 PCDHGA5 PCDHGA7 PCDHGA8 PCDHGA9 PCDHGB3 PCDHGB7 PCDHGC3 PFKFB3 PIERCE1 PIGL PITPNM2 PIWIL3 PLXNA4 PODXL POU4F1 PPP1R9B PRAF2 PRIMA1 PRPS1 PTPN14 RAB25 RAI1 RASL10B RAVER1 RC3H1 RCC2 RCVRN RFX1 RGS6 RHBDL3 RHOF RIMBP2 RSPRY1 RTN4R SARDH SCN2B SCRT1 SEMA4G SEPTIN9 SFTPA2 SGCD SGSM2 SH3BP4 SIX3 SLC1A7 SLC45A3 SLC48A1 SLC7A8 SLC8A2 SNX19 SNX20 SOD3 SOX12 SPRY4 SPTBN4 SRCIN1 SSBP3 SYNGAP1 SZRD1 TBC1D16 TBX6 TFAP4 TMCC3 TMEM61 TOM1L2 TRIM33 TTBK1 TTYH3 TWIST2 VAT1 VDR VSTM2L WDTC1 WFDC5 WFIKKN2 WIPF2 YY1AP1 ZBTB7A ZBTB7B ZC3H7B ZDHHC3 ZMYND11 ZNF584 ZNF609 MIR6080 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6080 ACVR1 ADCYAP1 ARMH4 CACNA1D CDKL2 CLN6 CPEB2 CSMD1 DARS1 DSG1 EPC2 FAM200C FMC1 GABRB2 GPC6 INAFM2 JARID2 KCNRG KLF7 KLK8 MAT2B METTL9 MNS1 MSANTD4 MYB NALF2 PAX6 PDE7B PDIK1L PEX5L PLAGL2 PRR3 PYGO1 RALA RARB RO60 SCN2A SKIDA1 SLC25A46 SLCO3A1 SPAG8 SPRED1 STK33 TRAM1L1 USP13 ZBTB20 ZBTB4 ZSWIM2 MIR6081 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6081 ABL2 ADGRG4 AMACR ATAD2B ATOSB ATRN BCL2L1 BRINP2 C17orf58 CBR1 CCL4L2 CDH4 CDK11A CERS1 CHST14 CLCN3 COG6 DCAF5 DCX DDX51 DHRS9 DPPA5 DUSP8 DYNLL2 EIF2AK1 ENPEP EPN3 ERC1 ETV6 EYA3 FOXG1 FRMPD2 FXYD3 GAL3ST3 GFPT2 GNAZ GRK3 GUCY1A2 HMGA1 HOXA13 HTR1A IFFO2 ISLR JMJD6 KDM2A KLHL31 KRT39 LRRN3 LY75 MAP3K4 MECP2 MGAT5 MMP24 MRPS10 MYLK4 NECTIN1 NINJ2 NR2E1 NR5A2 P3R3URF-PIK3R3 PDE1B PGAP2 PIK3R3 PLAG1 PNISR POLG PPP2R5D PRCP PTGIR PXDN RALGAPA2 RC3H1 RGS7BP RIMBP2 RNF170 RPE65 RPRD1A SAPCD1 SCN8A SDK2 SEMA4B SEMA6A SERTAD3 SGCB SLC16A6 SLC2A1 SLC35F1 SLC39A1 SNX16 SPDEF SRGAP2 TEX261 TGFBR1 TMCC1 TMEM130 TNPO2 TOM1L2 TSPAN1 UBE2D3 USP8 USP9Y WNT10B YARS1 ZC3H7B ZDHHC16 ZNF213 ZNF704 ZNF717 MIR6082 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6082 ANLN ARAF BMP4 CNRIP1 DNAJC6 HACE1 IER5 MED13 METTL23 RIOX2 ROBO1 SECISBP2L TGFBR1 TMEM200A TOR1AIP1 TRPC4 TYW3 MIR6083 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6083 ACBD5 ACKR3 ACTR2 ADAMTS5 AFG1L AHR AKTIP ALKBH8 AMER2 ANKRD13A ANKRD17 ANXA4 ARAP1 ARHGEF11 ARL14EP ASAH2B ASXL1 ATL2 ATP10A AVPR1A B4GALT6 BCL6 BMT2 BNIP3 BTBD1 C11orf54 C16orf87 C18orf32 C1GALT1 C1orf112 C5orf24 CACNA1B CACNB4 CADM2 CCAR1 CCDC162P CCDC88A CD2AP CDC37L1 CDK1 CDK19 CDK8 CDKN2AIP CHCHD7 CHD1 CHML CHRNA5 CLEC4C CLEC4E CLIC2 CLMN CNIH1 CNTN3 CPED1 CREBBP CREBZF CRISPLD1 CRY1 CSMD3 CSPP1 CXCR4 CYSLTR1 DACT1 DCP1B DLG1 DLG2 DNA2 DNAJB4 DUSP10 EAPP ELAVL4 ESD ESRRG EXTL2 FAM13C FEM1B FKBP9 FOXF1 FREM1 FSD1L FUBP1 FZD6 GALNT1 GBF1 GCG GCN1 GCSAML GFRA1 GRAMD1B GRHL1 GRIA2 GRIA4 GSK3B HAND2 HCK HDAC1 HS2ST1 HSD17B11 HTR2C IDE IFIT2 INO80D IPO7 IQSEC1 IRX2 ITPR2 KAT6A KCNT2 KCTD9 KHDRBS1 LAPTM4A LARP4 LDHA LEMD3 LIN28A LMO7 LOXL3 LPCAT4 LRIG3 LRRC31 LRRC39 LRRIQ1 LSM8 MACROD2 MAFK MANBA MAP2 MAP3K2 MBLAC2 MDM2 MED26 MEF2C MEX3B MINDY2 MOSMO MRPS35 MTMR7 MTX3 MYCBP2 NBEA NEGR1 NEK7 NFAT5 NHLH2 NIPBL NIPSNAP3B NPR3 NTF3 OGN PABIR2 PALS2 PAPPA PCCA PCDH11X PDE10A PDIK1L PGBD2 PGR PHYHIPL PI4K2B PIAS1 PIK3R2 PLPP3 POF1B POGLUT3 POGZ PPA2 PPIL4 PRDM1 PRDM11 PRDM8 PRG4 PRRC2C PSMC3IP PTGER4 PTK2 PTPRK PTPRZ1 PURA PWWP3B QKI RAB21 RAB27B RAB30 RABGAP1 RAD51AP2 RALGAPA1 RANBP9 RFLNB RFX7 RHBDD1 RNF139 RNF141 RNF170 ROCK2 RORA RPGRIP1L RPL17-C18orf32 RSPO3 SCAF8 SCN3A SCUBE1 SEC22C SELENOF SEMA3A SEMA3F SENP3 SENP7 SETD3 SFRP2 SGCD SGMS2 SHOC2 SLC1A2 SLC24A2 SLC27A6 SLC35F1 SLC4A7 SLC7A11 SLIT2 SLMAP SMAD6 SMAD7 SNX1 SNX13 SP3 SPEN SPRED1 STK4 SUZ12 TBC1D23 TBX4 TECTB TMED5 TMEM178B TMEM38B TNRC18 TPBG TRIM38 TULP3 UBA5 UBE2Q2P13 UGCG UGT2A3 USP27X USP42 USP53 VEGFA WDR36 WNT3 WNT5B XPO4 ZBTB18 ZBTB20 ZFAND5 ZIC1 ZNF280D ZNF326 ZNF451 ZNF713 MIR6085 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6085 APP ATCAY BAP1 BET1 CPEB2 DCAF8 DCX ELMO1 ENC1 ERCC1 FAM222B FTO GNA12 HCCS HEATR5B HSD17B12 KCNN2 KLK4 MAPKBP1 MUC1 NDUFA6 NPAS2 PDAP1 PGRMC2 PLXNA1 RPL22L1 SMG6 SNX12 SOX10 SYNPO TFB1M TOX4 TRH VAV2 ZDHHC9 ZFAND2B ZFHX4 ZNF664 ZNF74 MIR6086 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6086 ACAT2 ACBD5 ACER2 ADGRB3 AGO1 ANGPTL4 ARRB2 ASIC1 BATF2 CCDC89 CDH10 CDK14 CHTF8 DDA1 EIF5A2 EPO FBN2 FBN3 FKBP1A FKBP5 HTR4 KRTAP8-1 LAMP5 MSL2 MTX2 MYEF2 MYO5C NCOA1 NCOR1 PAPOLA PITPNM2 PRRC1 PSG1 PSG4 PSG7 ROBO1 SLC37A3 SYT11 TEX56P TFPI TMEM167A TMEM30B TRIO TRPM7 TSPYL1 ZC3H4 ZFP82 ZNF234 ZNF273 ZNF483 MIR6088 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6088 ABHD14A ABHD17B ABL2 ADD3 AFF1 AHCYL1 AKAP13 AKAP6 ALDH1L2 ARFGAP3 ARHGAP26 ASAP3 ATP10A ATP6V1A B9D1 BAAT BAG3 BRD2 C12orf76 CACHD1 CACNA1A CBFB CCDC110 CDC42BPA CHST10 CIR1 CLDN22 CLTRN COL1A1 COL24A1 COL25A1 COL5A3 COMMD2 CPB2 CPD CRELD1 DCLK1 DEGS1 DENND1B DIP2B DISC1 DSG1 EIF2AK3 EME1 EPM2AIP1 ERC1 ETV3 ETV6 EXOC6B FADS6 FAM117A FGF1 FGF9 FNDC3B FNDC5 FOSL2 FRS2 FSCN1 FTSJ1 GABARAPL1 GDF10 GIGYF2 GLI3 GNL3 GOLM1 GXYLT1 HIPK2 HOXA5 HTR2B HTR2C HTR3A IGFBP5 IL2RA INSYN2A ITGB8 ITM2B KAT6A KIF3B KRAS LRBA LRP12 MAB21L1 MAP3K7 MAPK7 MEDAG MEX3C MGP MLLT10 MOGS MRTFB MSI2 MYO5A MYO6 NECAP1 NEK5 NEURL1 NEXMIF NFATC1 NFXL1 NPR3 NSD2 PAN3 PC PGLYRP4 PHF6 PLPBP PPM1E PSEN1 PSME4 PTPN23 PTPN4 RAB11FIP1 RALBP1 RASGRF2 RBM24 RECQL5 RND2 RPP30 SC5D SCUBE2 SEC14L4 SECISBP2L SELL SEMA5A SFXN1 SH3PXD2A SHISA7 SINHCAF SIX4 SLC16A2 SLC30A8 SLC38A2 SLC39A11 SMNDC1 SPATA5L1 SRD5A1 SRSF11 ST8SIA4 STOX2 STRN3 SYNCRIP SYT10 SYT3 TBL1XR1 TET1 THRB TM2D2 TMEM178B TP53RK TRAPPC8 TSHR TTPA TTPAL TUB UBE2E2 UBXN2B USP24 UTP18 VAPB VASH1 VAX1 WASF3 WWC3 ZBTB44 ZNF182 ZNF583 ZNF701 ZWILCH MIR6089 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6089 ABTB2 ADGRA2 AGAP1 ARFGEF1 CDH13 CERS2 CPNE5 DIRAS1 E2F2 GEMIN4 IFT81 PRSS22 SMARCA2 SNX27 TMEM120B ZEB2 MIR609 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR609 ADAM10 ADARB2 ARHGAP32 CYBB DENND1B FOXI2 FXYD3 GABBR2 GANC HNRNPK HTATIP2 LARP6 LSM12 LY6G5B MBOAT4 MECP2 MOSPD3 MYLIP NDUFB4 NFKB2 NPR3 PIGM PLPPR5 PPP1R1C PRKCI RAG2 RSPO4 SELP SHOX2 STARD9 THEG TMCC1 USP8 ZKSCAN8 MIR6090 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6090 ADCY9 ATL2 CDK14 DDX6 DSE DTX1 LMX1A PIPOX TIAM1-AS1 TNRC6B MIR610 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR610 AGK ANKRD20A1 ANKRD20A2P ANKRD20A3P ANKRD20A4P AQP9 ARL3 BCL2L2-PABPN1 BTN3A1 BTN3A2 CENPA CFAP68 CIPC CIT CREG2 CYBRD1 DET1 DPH3 DTX4 E2F7 EBF1 EVI5 FEN1 FGF14 FNDC3B GJA3 HIBADH IL15 IPMK KITLG KRT1 LGALSL LGI2 LIN54 LMBR1 LNPEP LYSMD3 MARVELD1 MBOAT7 MMP24 NIPA2 NKAIN2 NLRP3 NRIP3 NSUN5 NUMBL NYAP2 ODF2 PABPN1 PAN3 PARPBP PEA15 PEDS1-UBE2V1 PGGT1B PIP4K2B PIP5KL1 POLR3E PRF1 PTPRD PUS7 RANBP3L RBL1 RGS7 RIMS4 RNF220 RORA RPRD1A RPS24 SESN3 SLAIN1 SLC37A2 SMARCC1 SOX13 TMEM144 TMEM33 TTC33 TUB UBE2D1 UBE2E3 UBE2V1 UGDH UNKL USP33 ZBTB46 MIR612 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR612 ABCB8 ACP6 AHI1 AKAP13 APBB2 APPBP2 ARF6 ARNT2 ARRDC3 ATP8A1 BTRC C1orf210 CCNT1 CCP110 CEACAM7 CHL1 CKAP4 CMKLR1 CMTR2 COL4A5 CREB5 CRTC1 CXXC4 DAB2IP DCTN5 DDX11 FAM120C FBXO33 FGF14 FMO5 FMOD FOXP1 FOXP4 GABRA1 GDNF GIPC3 GPI GPR62 HIVEP3 HOXA13 IFT122 IPO9 JRK KCNB1 KCNK2 KDM2B LARP1 LRRC31 LRRC41 LRRTM3 MARCKSL1 MDGA1 NDOR1 NECTIN1 NF2 NLRP14 NRP1 NUDT19 NUFIP2 NXF1 PHF21A PLEKHM1 PLOD1 PPP2R2B PPP3CB PRND PRR14L PSD3 PTEN PTGES3L RAB11FIP3 RARB RBMS2 RC3H1 RD3 RMI1 RYBP SAR1A SEC14L1 SEC63 SIDT1 SIKE1 SLC25A12 SMAD6 SMPD1 SPRTN SRFBP1 SRR SSH2 TANGO2 TCTN3 TFAP2A TMEM127 TMEM41B TPI1 TRABD2B TRMT13 YAP1 YTHDF1 ZBTB8B ZNF322 ZNHIT6 MIR6124 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6124 A1CF AAK1 ABHD2 ABLIM1 ACBD6 ACIN1 ACSL4 ACTA2 ACTMAP ADAM12 ADAM22 ADAMTS17 ADAMTS5 AFF4 AGFG2 AIPL1 AKAP6 ANGEL1 ANGPTL7 ANK3 ANKIB1 ANKRD17 APBB2 API5 APOB ARFIP1 ARHGAP42 ARHGEF38 ARID4B ARIH1 ARPC2 ASH1L ATG14 ATP11C ATXN1 ATXN3 B4GALT1 BAG5 BAIAP2 BAZ2A BCAT1 BCCIP BCL11A BCL11B BCLAF3 BEST3 BHLHE40 BLOC1S2 BMPR2 BRD8 BRWD1 BRWD3 C11orf87 C16orf46 C3orf70 C5orf46 C9orf72 CALN1 CASP14 CASQ2 CAST CASZ1 CAV2 CBX1 CCDC47 CCDC6 CD209 CD80 CDH12 CDK14 CDK17 CDY1 CDY1B CDYL2 CENPC CEP350 CFAP107 CFL2 CHIC1 CIAO1 CLEC17A CLINT1 CLSTN1 CLSTN2 CNOT6L CNR1 COL11A1 COL19A1 COPS2 COX10 COX15 CRACDL CREB1 CREBRF CREM CRIM1 CSGALNACT2 CSNK2A2 CTCF CTLA4 CWC25 CXCL13 DACH1 DAG1 DBN1 DCBLD2 DCN DDO DENND1B DHX57 DLL1 DNAJC11 DSC3 DTNA DUOX2 DYNC2LI1 EDEM3 EIF2A EIF3A ELAVL1 ELFN1 ELK3 ELL2 EMX1 ENDOD1 EPB41L1 EPC2 ERCC4 ERRFI1 ESPNL ESRRG ETFA ETS1 ETV1 FAM120C FAM50A FANCM FER FGD4 FKBP7 FOS FOXN2 FOXN3 FOXP1 FREM2 FZD6 G3BP2 GAL3ST3 GAS7 GFRA1 GIT2 GLIPR1 GLRB GLS GMNC GNB5 GPBP1L1 GRIN2A GRIN3A GRM6 GSTA1 GSTA2 GTF3C4 HAMP HAO1 HECTD4 HGSNAT HIGD1A HLCS HNRNPA2B1 HNRNPK HOOK3 HS3ST5 HSPA12A HUNK HYOU1 IDS IFT81 IGF1 IL1R1 IL2RA ILDR2 IMPA1 INHBB INO80D INPP5E INSYN2A INTS6 IPO11 IRF2 IRS1 IST1 ITM2A KAT6A KBTBD8 KCNG3 KCNJ15 KCNJ2 KCNJ3 KCTD18 KDM3B KDM5B KIAA0408 KIAA1210 KIF3C KIF5B KLF11 KLF12 KLF6 KLF8 KLHDC10 KMT2C KPNA1 KSR2 LAMA3 LCOR LDB2 LGI1 LIN7A LRRC39 LRRTM2 LRRTM3 LTBP1 MAFK MAGI1 MAGI2 MAN1C1 MAP1B MAP2 MAP3K2 MAPK1 MAPK10 MAPRE3 MARCKSL1 MARF1 MBOAT2 MBOAT4 MBTD1 MEF2C MEGF10 METTL8 MFAP1 MFAP3L MGAT2 MIB1 MINAR1 MINDY2 MKRN1 MOB1B MORC3 MSRB3 MTF1 MTHFD2 MTMR3 MTX3 MYH10 MYLK MYOCD NAA30 NAMPT NBN NEDD4L NEK11 NFASC NR1D2 NSD1 NSL1 NXT2 OAZ2 ONECUT2 OPA1 OR51E1 OR9Q1 ORMDL3 OSBPL3 OSBPL9 OTUD7A OTUD7B OVGP1 P2RY13 PAFAH1B2 PAG1 PAK2 PAPOLG PAPSS1 PARP9 PCDH19 PDE10A PDIA4 PECAM1 PELI2 PFKFB2 PHRF1 PHTF1 PIK3CA PIP5K1A PKP2 PLEKHM3 PLK2 PLPPR4 POC5 POF1B POGLUT3 POLH POU2F1 POU2F2 PPM1L PPP1R1A PRR27 PRTG PSD3 PTBP2 PTBP3 PTCHD4 PTPRB PTPRN2 RAB23 RAB30 RAB6B RABGAP1L RANBP1 RAPGEF5 RARB RASGEF1B RASL11B RC3H1 REEP3 RERE RFX3 RHOT1 RIN2 RIPOR2 RNF128 RNF169 RORA RPRD1B RSBN1L RUFY2 SAMD12 SCLT1 SEC62 SEMA3E SERPINH1 SESTD1 SETD9 SF1 SFT2D1 SGPL1 SH3TC2 SHANK2 SHC1 SIRT1 SLC25A12 SLC25A24 SLC30A4 SLC32A1 SLC39A10 SLC4A8 SLC6A14 SLCO2B1 SMIM2 SOGA3 SOX6 SP1 SPATA4 SPG21 SPINK2 SPINK5 SPIRE1 SRL SS18 STAM STAT1 STT3B STX16 STXBP5 SUMF1 TACC1 TAF11 TAF12 TAF5 TAFA1 TAL1 TANC2 TAOK3 TEAD1 TENM1 TFAP2A TFF2 TKTL2 TMC7 TMED2 TMEM132B TMEM132C TMEM158 TMEM233 TMEM248 TMTC1 TNFSF10 TREM1 TRERF1 TRIM5 TRIM6 TRPC5 TSC22D1 TSPYL6 TTLL5 TTPAL TUBA1B TUT4 TWNK TXNDC17 UBE4A UBE4B UBN2 UFD1 USP7 VAX1 VPS36 WASF1 WNK3 XIRP2 XPO4 XPR1 XYLT1 YPEL5 YWHAQ ZBTB20 ZC3H12C ZDHHC9 ZEB2 ZFAND5 ZFP36L1 ZMAT3 ZMAT4 ZMYM2 ZNF280D ZNF300 ZNF365 ZNF398 ZNF407 ZNF507 ZNF521 ZNF561 ZNF608 ZNF609 ZNF626 ZNF704 ZSCAN25 MIR6125 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6125 BCORL1 EIF4EBP1 KIAA0232 KIF6 MROH2A SLC6A12 TRIM41 USP35 YTHDF2 MIR6126 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6126 AAK1 ABHD17B ADAM17 ADRB2 ALDH7A1 ARPP21 ARRDC3 ATL2 AXIN1 B4GALT5 BICD2 BPTF BTBD7 C3orf18 CATSPERE CCDC177 CD81 CLNK COL4A1 CPD CPNE8 CTSC DCUN1D3 DHCR7 DMXL2 EBF3 EBNA1BP2 EDRF1 ENAH ENTREP3 FAM120A FGG FRA10AC1 FRAS1 FRMD5 GAB2 GFM2 GPATCH2L HAL HTR2A IL17A IL7 INSYN2A IPO8 KCNQ2 KRBOX5 KRTAP13-1 LAMC1 LHFPL2 LNPK LPP LRATD2 LRRC28 LSM12 MACROD2 MDGA2 MED14 MPHOSPH9 MPP1 MTMR3 NAA15 NAA50 NEGR1 NR2E1 OPALIN OPCML OTUD5 PAPOLA PCDH9 POGLUT1 PRIM1 PRR15 PTP4A1 RIC3 RIMKLB ROR2 SCAI SLC12A2 SLC12A6 SLC13A1 SLC2A13 SLC3A2 SLC7A11 SLCO4C1 SMIM9 SMOX SNX3 SNX4 SOS1 SRSF2 STEAP3 STRA6 TARDBP TBC1D1 TGFBR1 THRB TIA1 TMEM252 TMTC1 TNFRSF21 TP63 UBE2B VASP WIPF2 WSCD2 XPO1 ZNF124 ZNF135 ZNF14 ZNF268 ZNF367 ZNF426 ZNF490 ZNF559 ZNF594 ZNF74 ZNF763 ZNF844 ZXDB MIR6127 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6127 ABHD2 ACKR2 ACVR2A ADAM19 ADAM30 ADGRF2 AGAP1 AKAP13 ALKBH1 ALOXE3 ARHGAP19 ARL8A ATAT1 ATP13A3 ATP1B2 ATP6V1B2 BAZ2A BCL11A BICDL1 BPIFB2 C20orf96 CACNG6 CAMKMT CANX CASTOR2 CCDC184 CD34 CDK1 CDK5R2 CENPP CERS2 CERS3 CHRDL1 CLSTN3 CLTA CREB3L1 CSNK1G1 CWC27 DCX DEFB118 DLX6 DNAH8 DNAJB2 DNMT3B DPF1 DTX4 DUSP26 EIF4EBP1 ELMOD1 ENAM EPO ERI3 ETF1 EXOC2 EYA3 F9 FAM104B FAM131C FBXO45 FGD1 FIGNL2 FOXL2NB FRMPD3 FRY GABRG2 GATAD2B GEN1 GJB3 GMPPB GPATCH8 GSK3A GTF2A1 HERC1 HOXC6 HYCC2 IFFO1 IGF1R IGSF8 IKBKE IL10RA IL18R1 IL2RG INTS6 JADE2 JCAD KCND1 KCNF1 KCNQ4 KDELR2 KIAA0513 KIF24 KIF5A KLC4 KLK4 KRT75 KSR2 LASP1 LDLRAD3 LENG8 LHX2 LIMD2 LINC03040 LPXN LRATD2 LSAMP LURAP1 MAPK14 MAPKAPK2 MAPRE1 MECP2 MICALL1 MIP MMACHC MMP19 MPIG6B MSH5 MSI1 MVB12B N4BP1 NAA50 NABP2 NDST1 NELFE NEMP2 NFIX NHLH1 NIPSNAP1 NKD1 NME9 NOL4L NOTCH3 NOVA2 NUDT18 NXF1 NYNRIN OPN4 OSBP PABPC1L2A PABPC1L2B PACS1 PADI2 PAICS PAK3 PARD3B PAX5 PIANP PLA2G2D PLXNA4 POU2AF1 PPP1R12B PRR29 PSME3 PTMS RAB11FIP1 RAB5B RASSF3 RBMS3 RCOR1 RNF169 RPH3A RSPO4 S100A16 SAMD9 SDK1 SHB SHE SHF SHLD1 SHMT2 SIGLEC1 SIX2 SLC19A3 SLC25A24 SLC2A3 SLC9A8 SMAD3 SMG6 SMIM24 SMOC1 SNX33 SORL1 SP1 SPINK14 SPRY4 ST3GAL1 STAT6 STING1 STUM STX2 SYNGAP1 TAB1 TET3 TMEM169 TOLLIP TRIM16 TRIM16L TTBK1 TTYH3 TUBB UBL4A UBQLN2 VTI1A WBP2 WDTC1 WNT7B XPR1 XYLB YEATS4 ZDHHC3 ZFPL1 ZNF395 ZNF583 ZNF703 ZNF782 MIR6128 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6128 AFF4 AKR1D1 AMBRA1 ARHGEF39 ARL3 ARMC1 ASXL2 ATAD2B ATF7IP ATP6V0C B3GNT2 BACH2 BCL11A BEST1 BIK BIVM CAMK1D CBLB CCDC28A CCR1 CD164 CDH1 CDK6 CEBPZ CHCHD3 CLASP2 CLCN3 CNTNAP3B COPG2 CTTNBP2NL CXADR DCLK3 DLAT DOLPP1 DPY19L4 EDEM3 EGLN3 ELAVL1 ENPP5 ENSG00000230707 EOGT EPB41L2 ERCC2 ESYT3 ETNK1 ETS1 EVC FAM172A FAM210B FMC1-LUC7L2 FNBP4 FNIP2 FOCAD FRMD4B FUBP1 G3BP2 GATA6 GCLC GID8 GJC1 GNPDA2 GPR158 GPR3 GRIA3 HIF3A IFNGR2 IL6ST ING3 JADE1 KDSR KIAA1217 KIAA2026 LANCL1 LATS1 LENG8 LHX9 LRP2 LUC7L2 MANSC1 MAP3K1 MBIP MBNL2 MEIS2 MEOX2 MIPOL1 MSN MSRB3 MTX3 MYL12B NALF1 NCALD NCOA1 NFATC3 NKRF NOTCH3 NPR1 NR3C1 OAF OAS3 PAQR3 PHC3 PIM1 PLAGL2 PON2 PRKD3 PRND PTBP1 QTRT2 RAB6A RALA RALGAPB RNF8 RORA RSPRY1 RTL5 SEMA4D SESN3 SGIP1 SGMS1 SHANK2 SLC24A3 SLC30A6 SLC30A9 SLC38A2 SMURF1 SNAPC3 SOCS2 SOX6 SPON1 SPTLC1 SRSF9 ST6GALNAC3 STAT3 STC1 SUDS3 SULF1 SUMO2 TANC2 TENT5A TESPA1 TIA1 TIPRL TMEM169 TMEM217 TMEM30A TMOD2 TNIK TNKS2 TRIM10 TWSG1 UBE2R2 UBN1 UGT2A1 UGT2A2 UQCRB USP45 WDR48 WIF1 YIPF4 ZBTB8A ZC3H4 ZFHX3 ZFPM2 ZMYND11 ZNF280C ZNF281 ZNF285 ZNF326 ZNF711 MIR6129 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6129 ABHD2 ACVR2A ADAM19 ADGRF2 AGAP1 AKAP13 ALKBH1 ALOXE3 ARHGAP19 ARL8A ATAT1 ATP13A3 ATP1B2 ATP6V1B2 BAZ2A BCL11A BICDL1 BPIFB2 C20orf96 CACNG6 CAMKMT CANX CASTOR2 CCDC184 CD34 CDK1 CDK5R2 CENPP CERS2 CERS3 CHRDL1 CLSTN3 CLTA CREB3L1 CSNK1G1 CWC27 DCX DEFB118 DLX6 DNAH8 DNMT3B DTX4 DUSP26 EIF4EBP1 ELMOD1 ENAM ERI3 ETF1 EXOC2 EYA3 F9 FAM104B FAM131C FBXO45 FGD1 FIGNL2 FOXL2NB FRMPD3 FRY GABRG2 GATAD2B GEN1 GJB3 GMPPB GPATCH8 GSK3A GTF2A1 HYCC2 IFFO1 IGF1R IGSF8 IKBKE IL10RA IL18R1 IL2RG INTS6 JADE2 KCND1 KCNF1 KCNQ4 KDELR2 KIAA0513 KIF24 KIF5A KLC4 KLK4 KRT75 KSR2 LASP1 LDLRAD3 LENG8 LHX2 LINC03040 LPXN LRATD2 LURAP1 MAPK14 MAPKAPK2 MAPRE1 MECP2 MICALL1 MIP MMACHC MPIG6B MSH5 MSI1 MVB12B MYCL NAA50 NABP2 NDST1 NELFE NEMP2 NFIX NGEF NIPSNAP1 NME9 NOL4L NOTCH3 NOVA2 NUDT18 NXF1 NYNRIN OSBP PABPC1L2A PABPC1L2B PACS1 PADI2 PAICS PAK3 PARD3B PIANP PLA2G2D PLXNA4 POU2AF1 PPP1R12B PRR29 PSME3 PTMS RAB11FIP1 RAB5B RASSF3 RBMS3 RCOR1 RGSL1 RNF169 RPH3A RSPO4 S100A16 SAMD9 SDK1 SHB SHE SHF SHLD1 SHMT2 SIGLEC1 SIX2 SLC19A3 SLC25A24 SLC2A3 SLC9A8 SMAD3 SMG6 SMIM24 SMOC1 SNX33 SORL1 SP1 SPINK14 SPRY4 ST3GAL1 STING1 STUM STX2 SYNGAP1 TAB1 TET3 TMEM169 TOLLIP TRIM16 TRIM16L TTBK1 TTYH3 TUBB UBL4A UBQLN2 VTI1A WBP2 WDTC1 XPR1 XYLB YEATS4 ZFPL1 ZNF395 ZNF583 ZNF703 ZNF782 MIR613 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR613 ACTB ADAM12 ADAR ADGRA3 ADPGK AJUBA AKAP11 ANKRD29 ANXA2 AP1B1 AP1G1 AP1S1 API5 ARCN1 ARF3 ARHGAP20 ASH2L ASXL3 ATF2 ATG13 ATP6V1A AZIN1 BACH2 BCL11A BDNF BHLHE22 BPNT1 BSCL2 BTAF1 C2orf69 CAAP1 CAP1 CAPRIN1 CAVIN2 CBL CCDC146 CCDC32 CCL2 CCSAP CD2AP CDK14 CDKL5 CEBPZ CERS2 CHSY1 CITED2 CLCN3 CLOCK CLTC CNN3 CORO1C CPEB1 CPED1 CREB5 CREBL2 CREM CTTNBP2NL DDX5 DDX55 DGKH DLG1 DRD1 EBPL EDN1 EEIG1 EIF1AX EIF4E ELF1 EPHB1 ETS1 FAIM FAM168A FAM72A FAM72B FAM72C FAM72D FAM91A1 FBXL14 FBXO33 FBXW7 FLI1 FN1 FNDC3A FNDC3B FOSB FOXP1 FRS2 FUBP1 G6PD GCH1 GCLC GJA1 GLCCI1 GLCE GNPDA2 GPD2 GPR137C GPR158 GRK6 HACD3 HACE1 HELZ2 HIGD1A HIPK3 HIVEP3 HMBOX1 HMGN1 HNRNPU HP1BP3 HS3ST3B1 HSP90B1 HSPD1 HYCC1 IFT52 IGF1 IMPACT INSM1 IP6K2 IPO8 JOSD1 KANK4 KAT6A KAT6B KCNIP3 KCTD10 KIF2A KLF4 KMT2E KMT5B KTN1 LAMP2 LASP1 LRCH1 LRRC8A MAB21L1 MAL2 MAP4K2 MAP4K3 MATR3 MAX MBLAC2 MCHR1 MEA1 MECOM MEOX2 MET METTL21A MEX3C MFSD14A MGAT4A MINDY2 MIPOL1 MMD MMD2 MMRN1 MON2 MPP7 MTX1 MXD1 MYLK MYOCD NAB1 NALF1 NBEA NCL NCOA1 NDRG3 NEDD9 NET1 NETO2 NEXMIF NFAT5 NFATC2 NFATC3 NINJ1 NOL4L NRP1 NUP50 NXT2 OSBPL7 PABPC1L2B PALS1 PARP11 PAX3 PAX7 PBX1 PCDHB13 PDCD10 PDCD4 PDE7A PDIK1L PEAK1 PGM2 PHAX PHF6 PHIP PICALM PIK3C2A PIRT PLPPR4 PLXNA4 POGK PPIB PPP4R2 PREX1 PRKCE PTPN1 PTPN14 PTPRG RAB5A RABGAP1L RARB RFLNB RFWD3 RGS7 RICTOR RIMOC1 RIT2 RNF138 RNF145 RNF38 RTN4IP1 S100A7A SAMD8 SAMSN1 SATB1 SCAF11 SEC22B SEC23B SEC61A1 SEMA6D SERP1 SH3TC2 SKIC8 SLC10A7 SLC25A22 SLC25A30 SLC25A36 SLC25A53 SLC29A3 SLC35B3 SLC35G1 SLC37A3 SLC38A3 SLC39A10 SLC39A9 SLC44A1 SLC6A11 SLC7A2 SMARCB1 SMARCC1 SMIM14 SNAI2 SNX2 SOWAHC SOX9 SPRED1 SPRN SRGAP2 SRI SRSF1 SRSF9 SS18 STAG2 STARD7 STC2 STMN2 SULF1 SYT1 TAF1B TAGLN2 TBC1D15 TBCK TBX18 TBX3 TFE3 THAP12 THBS1 THRB TIMP3 TMCC1 TMEM178A TMEM243 TMSB4X TNKS2 TNPO2 TOX3 TPPP TRA2B TRAPPC3 TRIM2 TSPAN4 TTC7B TWF1 UBE4A UHMK1 UNC119B USP33 UST UTRN VAMP4 WBP1L WDR1 WDR48 WIPF2 WNK3 WWC1 XPO6 YWHAQ YWHAZ ZBTB41 ZBTB6 ZEB2 ZFP36L1 ZFP36L2 ZMAT3 ZNF24 ZNF280D ZNF281 ZNF547 ZNF800 MIR6130 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6130 ABHD2 ACVR2A ADAM19 ADGRF2 AGAP1 AKAP13 ALKBH1 ALOXE3 ARHGAP19 ARL8A ATAT1 ATP13A3 ATP1B2 ATP6V1B2 BAZ2A BCL11A BICDL1 BPIFB2 C20orf96 CACNG6 CAMKMT CANX CASTOR2 CCDC184 CD34 CDK1 CDK5R2 CENPP CERS2 CERS3 CHRDL1 CLSTN3 CLTA CREB3L1 CSNK1G1 CWC27 DCX DEFB118 DLX6 DNAH8 DNMT3B DTX4 DUSP26 EIF4EBP1 ELMOD1 ENAM ERI3 ETF1 EYA3 F9 FAM104B FAM131C FBXO45 FGD1 FIGNL2 FOXL2NB FRMPD3 FRY GABRG2 GATAD2B GEN1 GJB3 GMPPB GPATCH8 GSK3A GTF2A1 HYCC2 IFFO1 IGF1R IGSF8 IKBKE IL10RA IL18R1 IL2RG INTS6 JADE2 KCND1 KCNF1 KCNQ4 KDELR2 KIAA0513 KIF24 KIF5A KLC4 KLK4 KRT75 KSR2 LASP1 LDLRAD3 LENG8 LHX2 LINC03040 LPXN LRATD2 LURAP1 MAPK14 MAPKAPK2 MAPRE1 MECP2 MICALL1 MIP MMACHC MPIG6B MSH5 MSI1 MVB12B NAA50 NABP2 NELFE NEMP2 NFIX NIPSNAP1 NME9 NOL4L NOTCH3 NOVA2 NUDT18 NXF1 NYNRIN OSBP PABPC1L2A PABPC1L2B PACS1 PADI2 PAICS PAK3 PARD3B PIANP PLA2G2D PLXNA4 POU2AF1 PPP1R12B PRR29 PSME3 PTMS RAB11FIP1 RAB5B RASSF3 RBMS3 RCOR1 RGSL1 RNF169 RPH3A RSPO4 S100A16 SAMD9 SDK1 SHB SHE SHF SHLD1 SHMT2 SIGLEC1 SIX2 SLC19A3 SLC25A24 SLC2A3 SMAD3 SMG6 SMOC1 SNX33 SORL1 SP1 SPINK14 SPRY4 ST3GAL1 STING1 STUM STX2 SYNGAP1 TAB1 TBC1D16 TENT4B TET3 TMEM169 TOLLIP TRIM16 TRIM16L TTYH3 TUBB UBL4A UBQLN2 VTI1A WBP2 WDTC1 XPR1 XYLB YEATS4 ZFPL1 ZNF395 ZNF583 ZNF703 ZNF782 MIR6131 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6131 ABI1 ACVR2B ADAMTS1 AFAP1L1 AGO4 ALDH6A1 AMMECR1 APPBP2 ARHGAP6 ARL5B ATP11C BAZ1B BAZ2B BEST2 BLZF1 C2CD2L CASTOR2 CCND3 CLIP1 CLVS1 CREBZF DCAF10 DEK DESI2 DNAJB11 DTX4 DUSP16 EFNB3 EID1 EVC FAM104B FEM1C FERMT2 FOXP4 FRMD5 GNG2 GPAM HECTD2 KLF11 KLF12 KLHDC10 KLHL18 KMT5B L3MBTL3 LIN9 LZTS3 MAN2A1 MAP3K7CL MAST4 MICAL3 MINDY2 NEUROD1 NFIB NFIX PAN3 PCGF3 PDAP1 PDIK1L PDZD8 PHF21A PLAU PPARD PPIP5K1 PTPN4 RARA RASSF8 RB1CC1 RELN RIMS2 RNF126 RNF38 RPRD1B SCN5A SCRN1 SERTAD4 SERTM1 SEZ6L2 SFSWAP SGIP1 SH2B3 SPOCK3 SPRN SRSF6 ST6GALNAC4 STOX2 SULF2 TANC1 TBC1D4 TBL1X TENT4B TMPO TSTD3 VDAC2 VEZF1 VIM YIPF5 ZBTB18 ZER1 MIR6132 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6132 ACAP3 ADAM11 ADAMTS10 ADCYAP1R1 ADGRE2 AMZ1 ARHGEF9 ARNT2 ATG9A ATP5F1D ATP6V0A1 BAHD1 BTN2A1 BTN2A2 C6orf89 CACNB3 CALML5 CAMK2G CAMKV CANX CAPNS1 CARMIL1 CASP10 CAVIN1 CDC42 CEMIP CGREF1 CNNM4 CNTNAP2 DOCK9 DUSP26 E2F7 EFNB1 EIF2AK1 EMILIN3 ERCC6L ESRRA FEM1C FGF1 FOXN4 GRM7 HRH3 IQSEC2 JADE2 JDP2 KIF21B KRTAP10-7 KSR2 LAMTOR3 LARGE1 LDLRAP1 LHPP LRP3 LSM12 MAFG MAPK1 MARCHF3 MBD3 MEF2D MGAT5 MLXIP MPZ MSL1 MTCP1 MVB12A MYOCD N4BP3 NFAM1 NFIX NPLOC4 NR6A1 NUDT5 NUFIP2 PABIR3 PAQR4 PCYT2 PEX16 PHF19 PIPOX PLAG1 PLCXD3 PLEKHH3 PLXNA2 PRRT2 PTAR1 PUM1 RAB1B RAB23 RAB4B RAPGEFL1 RASGEF1A RC3H1 RIC3 RIMS3 RING1 RLN3 RNF216 RORA RUFY1 SALL1 SFTPB SH3PXD2B SHC3 SLC2A13 SNPH SOGA1 SRP68 SSH3 STAG1 STEAP3 STOML1 SYK TEX19 TGIF2 TMEM25 TNPO1 TPRA1 TRMT61A TSPAN7 TTYH2 TTYH3 UBA7 UBE2H UBE2V1 VANGL2 VPS39 XPO7 ZCCHC24 ZDHHC22 ZKSCAN2 ZMAT3 ZNF704 MIR6133 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6133 ABHD2 ACVR2A ADAM19 ADGRF2 AGAP1 AKAP13 ALKBH1 ALOXE3 ARHGAP19 ARL8A ATAT1 ATP13A3 ATP1B2 ATP6V1B2 BAZ2A BCL11A BICDL1 BPIFB2 C20orf96 CACNG6 CAMKMT CANX CASTOR2 CCDC184 CD34 CDK1 CDK5R2 CENPP CERS2 CERS3 CHRDL1 CLSTN3 CLTA CREB3L1 CSNK1G1 CWC27 DCX DEFB118 DLX6 DNAH8 DNMT3B DTX4 DUSP26 EIF4EBP1 ELMOD1 ENAM ERI3 ETF1 EYA3 F9 FAM104B FAM131C FBXO45 FGD1 FIGNL2 FOXL2NB FRMPD3 FRY GABRG2 GATAD2B GEN1 GJB3 GMPPB GPATCH8 GSK3A GTF2A1 HYCC2 IFFO1 IGF1R IGSF8 IKBKE IL10RA IL18R1 IL2RG INTS6 JADE2 KCND1 KCNF1 KCNQ4 KDELR2 KIAA0513 KIF24 KIF5A KLC4 KLK4 KRT75 KSR2 LASP1 LDLRAD3 LENG8 LHX2 LINC03040 LPXN LRATD2 LURAP1 MAPK14 MAPKAPK2 MAPRE1 MECP2 MICALL1 MIP MMACHC MPIG6B MSH5 MSI1 MVB12B MYCL NAA50 NABP2 NDST1 NELFE NEMP2 NFIX NHLH1 NIPSNAP1 NME9 NOL4L NOTCH3 NOVA2 NUDT18 NXF1 NYNRIN OSBP PABPC1L2A PABPC1L2B PACS1 PADI2 PAICS PAK3 PARD3B PIANP PLA2G2D PLXNA4 POU2AF1 PPP1R12B PRR29 PSME3 PTMS RAB11FIP1 RAB5B RAD9A RASSF3 RBMS3 RCOR1 RNF169 RPH3A RSPO4 S100A16 SAMD9 SDF2 SDK1 SHB SHE SHF SHLD1 SHMT2 SIGLEC1 SIX2 SLC19A3 SLC25A24 SLC2A3 SLC9A8 SMAD3 SMG6 SMOC1 SNX33 SORL1 SP1 SPINK14 SPRY4 ST3GAL1 STING1 STUM STX2 SYNGAP1 TAB1 TBC1D16 TET3 TMEM169 TOLLIP TRIM16 TRIM16L TTYH3 TUBB UBL4A UBQLN2 VTI1A WBP2 WDTC1 XPR1 XYLB YEATS4 ZFPL1 ZNF395 ZNF583 ZNF703 ZNF782 MIR6134 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6134 AGFG1 AHNAK2 ALDH7A1 ALS2 AMPH ANKRD50 ANKS1A APBB2 ARID1A ARL4D ATF6 B9D1 BPNT2 C1QTNF1 C1orf21 CA10 CAPN12 CCDC28B CCDC88A CCDC97 CCNE1 CCNYL1 CFL2 CHD5 CHKA CHP1 CLRN1 COMMD10 DGKA DPP9 DUSP18 EFNB3 ELFN2 ELOVL4 EPB41L1 ERCC3 EVA1A FAM53B FIBCD1 FNDC9 FSD1 GARRE1 GLIS3 H2BC21 HACE1 HAX1 HBEGF HIF1AN HMGB3 HMOX2 HS3ST5 HSFY1 HSFY2 HYDIN IL12RB1 IL17RA ITPRIP KCTD1 KRT80 LMLN LOXL3 LRRC19 LSM12 LY6G6C MARK1 MBD2 MEP1B MLEC MLLT6 MLXIP MORC2 NALF2 NAMPT NBR1 NECTIN1 NEURL4 NIPAL3 NPAT NSUN5 NTRK3 NUFIP2 OSBPL11 OVOL1 PARP1 PCGF2 PDS5B PITPNM2 PLXNA4 PNKD POMC PPM1M PPP2R1A RAD54B REG3A RGS7BP RHBDF1 RIMS3 RMND5A RNF150 RNF8 S100A11 SEPSECS SHOX SLC22A23 SLC2A3 SLC30A4 SLC38A2 SLC41A1 SLC45A2 SLC5A6 SLC8A3 SMAD2 SNTB2 SOGA1 SP3 SQSTM1 STK4 STMP1 TAF4 TIMP3 TMEM198 TMEM200B TNFSF12 TRIM39 TTC28 TXNRD1 UFL1 USP49 VPS13B XPO5 ZDHHC6 ZNF618 ZSWIM5 ZZEF1 MIR615_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR615_3P ITSN1 MEF2A PSMD11 TOMM7 USP44 ZNF626 MIR615_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR615_5P ABI3 ADAMTS14 ADGRD1 ADGRF4 APC2 AUTS2 BHLHE40 C12orf76 C18orf32 CAMK2N2 CLDN8 CLIP3 CSRP1 DNAAF8 DUXA ETS1 FAM174B GLIS3 GRM6 GRN HTR4 IL27RA KCNH5 KCNQ1 LILRB1 MEIS2 MYEF2 NTF4 P2RY2 PRCC PRDM7 RPL17-C18orf32 SNAI1 SPRED3 SPSB1 STC1 TUBB4A WFDC12 MIR6165 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6165 ADAMTS16 ANKRD34A AREL1 ARL4C ATG13 BACH1 BCL11A BPTF C1orf21 C2CD6 CACNA2D1 CD1E CD200R1 CDC42 CEP85 COLQ CPNE4 DBNDD2 DNAAF10 DOCK9 EHF ERG ERN1 ERRFI1 F8 FBXO28 FLOT2 FNDC9 FXN GDNF GPC4 HECTD4 HIPK1 HMBOX1 HOOK3 HOXC8 HOXD10 HSBP1 HSDL2 ITGB5 JADE2 KANSL1 KBTBD3 KIF1B KLHL28 KPNA1 KRAS LAMTOR1 LARP1 LARP4B LPIN2 LRRC40 LUZP1 MAPK9 MAT1A MATN3 MAX MED15 MED30 MFNG MIS18A MLLT11 MPDZ MTMR14 MYH10 NAA50 NCS1 NEK4 NIBAN1 NKAIN2 NOVA1 NUCKS1 P4HA1 PNPLA1 PPP1R3D PRICKLE2 PRR23B RAB11FIP1 RAPGEFL1 RBM27 RERG RPL7L1 RPS6KA1 SEC24C SEMA4F SH3PXD2B SHC4 SIGMAR1 SLC25A44 SLC46A1 SLC9A6 SLK SMAD1 SNX1 SNX12 SORBS2 SPPL3 SRD5A1 STAC STK24 STK38 SYTL5 TLR2 TMEM263 TNRC6B TPD52 TREM1 TRIM66 TRIM9 TSPAN11 USP16 XBP1 YAF2 YY1AP1 ZC3H7A ZKSCAN3 ZNF423 ZNF550 ZNF76 ZSWIM5 MIR616_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR616_3P ADD1 ADGRG6 ANTXR1 ARL8A ATP2B3 BIRC3 BRD1 C4orf19 CCDC141 CDC7 CPED1 DAPK1 DCUN1D4 DDX59 ERBIN FGF14 GC GPBP1L1 HPGD KCNA4 KCNJ1 LMAN1 LONRF3 LSM11 MAEL MAPK9 MBNL3 MCPH1 NCL NECTIN3 NEDD4L NR3C1 PDE6H PIK3C2B PRKAG1 RAB27B RBM43 RDH11 RNF144B SCGB1D2 SERPINH1 SLC17A8 SYN3 TNFSF14 TXK ZNF22 MIR616_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR616_5P AADAT AAK1 ABCA5 ABHD18 ACACB ACKR2 ACOX1 ACTN4 ACTR10 ACTR2 ACYP2 ADAMDEC1 ADAMTS18 ADAMTS4 ADIPOQ ADPRH AEBP2 AFMID AIFM2 AIG1 AKR1D1 ALDH16A1 ALDH18A1 ALDH6A1 ALG1 ALG9 ALKBH5 ALS2 AMER2 ANGPT4 ANKRD17 ANKS4B ANO6 AP1G1 AP4S1 APOBEC3D APOBEC3F APOL2 APOL6 APOOL APPL1 APRG1 ARAP2 ARCN1 ARF4 ARFIP1 ARGFX ARHGAP35 ARHGAP5 ARID5B ARL17A ARL6IP1 ARMCX3 ARPIN ARSB AS3MT ASPN ATAD5 ATF1 ATF7IP ATL3 ATP13A4 ATP1B4 ATP6V0A2 ATRX ATXN3 ATXN7 AUNIP BAG5 BAZ1A BBIP1 BCL10 BLNK BLOC1S2 BPNT2 BRD2 BRIP1 BVES C15orf40 C16orf54 C19orf12 C21orf91 C2orf49 C2orf68 C2orf69 C2orf83 C3orf14 C3orf70 C5AR1 CA5B CA8 CACNA1D CACNG4 CALCB CAMLG CAND1 CASP2 CASTOR2 CBL CBX5 CBX6 CCDC122 CCDC141 CCDC50 CCDC65 CCL16 CCNJ CCNT2 CCNY CCSER2 CD226 CD274 CD3G CDC5L CDCA7L CDH6 CDX1 CEACAM8 CEBPB CEBPZOS CENPA CEP70 CEP72 CEP97 CFAP210 CFL2 CGNL1 CHD6 CHMP1B CHP1 CHRDL1 CHSY1 CHSY3 CILK1 CIPC CISD2 CLCC1 CLDN12 CLEC7A CLSPN CNBD2 CNBP CNOT6 CNOT6L CNTLN COLCA1 COLEC10 COMMD8 COX15 COX18 COX6B2 CPA4 CPS1 CPSF2 CR1 CRCP CREB1 CREB5 CREBZF CRIPT CRTAP CSDE1 CSGALNACT2 CSK CSTF2T CYB5R3 CYLD CYP1A2 CYP20A1 CYP2B6 CYP4F3 CYP51A1 CYP8B1 DACT2 DAND5 DBR1 DBT DCAF17 DCDC1 DCP2 DCUN1D1 DCUN1D2 DCUN1D5 DENND1B DHH DHRSX DIAPH2 DICER1 DISC1 DNAJC14 DNAL1 DOCK1 DSCAML1 DTX3L DUSP19 DUSP3 E2F2 EDEM1 EEA1 EEF1A1 EEF1AKMT3 EFR3B EIF2S3 EIF4E ELAPOR1 ELAVL2 ELF5 ELK4 ELOVL5 EMC1 EMP2 ENAH ENPP1 EPB41 EPB41L4A EPG5 EPHA3 ERCC6L2 ETFBKMT EXOC5 F3 FABP7 FAM111A FAM114A1 FAM117B FAM204A FAM20B FAM210A FAM217B FAM228B FAM234B FANCF FBXL17 FBXL20 FBXO28 FBXO44 FBXW2 FCAR FDFT1 FDXACB1 FEZ1 FGD2 FGD4 FGD5 FGF12 FGF14 FGFBP3 FKBP11 FLRT2 FNBP4 FNDC3A FOXK1 FOXL2NB FOXP2 FRG2 FRG2C FRMD8 FRZB FSBP FSIP1 FTO FUS FXN FYB2 FZD2 FZD3 G6PC1 GABPA GABRP GALNT12 GAPVD1 GATD1 GCM1 GCOM1 GCSAML GEMIN5 GINS1 GKN2 GLB1L3 GLG1 GM2A GNA13 GNB4 GNG2 GNG4 GNL3L GNS GOLGA3 GOLM2 GOSR2 GPANK1 GPATCH2L GPI GPN3 GPR37L1 GPR83 GRB14 GRM3 GRSF1 GSDMA GSPT2 GSR GSTCD GTF2IRD2 GTF2IRD2B GTF3C4 GTPBP3 GUCY1A2 GXYLT1 H6PD HACD2 HAUS5 HAVCR2 HDAC2 HECA HECW2 HEG1 HELLS HIF3A HIGD1A HMBOX1 HMGN2 HOGA1 HOOK3 HP1BP3 HPS3 HPSE HRH4 HS3ST3B1 HTR1D HUS1 HYKK IBA57 ICE2 IFI6 IFNAR2 IGF2BP3 IKZF1 IKZF3 ILDR2 INHBE INMT INPP5B INSYN1 INTS6 IPMK IRF9 IRGQ ISL1 ITGAX ITGB8 IYD JAK2 JAK3 KALRN KBTBD6 KCNJ14 KCTD14 KDM1A KHDRBS2 KIAA1143 KIAA1210 KIF16B KIF18B KIF3A KIF5C KIN KL KLF5 KLF8 KLHDC1 KLHL30 KLLN KMT5B KPNA3 KPNA4 KRBOX4 KRIT1 KRR1 KRT222 LAMP2 LATS1 LEPROTL1 LETM1 LILRA5 LINC02897 LIX1L LMTK2 LONRF2 LPGAT1 LRP2BP LRPAP1 LRPPRC LRRC19 LRRC28 LRRC47 LRRC51 LSM11 LSM8 LURAP1 LY75 LYRM7 LZIC MACO1 MAP4 MAP7D3 MAPK1IP1L MAPK8 MARVELD2 MAST3 MATR3 MAVS MBD4 MBOAT1 MCCC2 MCM4 MCTS1 MDM1 MDM2 MDM4 ME2 MED17 MEFV METTL6 METTL8 MFAP3L MFSD14B MFSD4A MFSD8 MGA MGAT4A MIA3 MIER3 MLANA MLEC MOB1A MOB3B MOCS3 MORN4 MPC2 MPIG6B MPV17L MRFAP1 MRI1 MRO MRPL19 MRPS11 MRPS16 MRPS30 MS4A10 MS4A2 MSMO1 MSS51 MTFMT MTHFD2L MTPAP MTR MTRR MTX3 MYLK3 MYLK4 MYO3B MYO5C NAIF1 NCAPG2 NCBP3 NCCRP1 NDRG3 NDUFA4 NDUFC2 NDUFC2-KCTD14 NDUFV3 NEK2 NEPRO NEXMIF NF2 NHLRC2 NIBAN1 NIM1K NLK NLRC3 NMNAT1 NOCT NOL9 NOM1 NPAP1 NPIPB13 NR5A2 NSL1 NUDT19 NUFIP2 NUGGC OCLN OGFRL1 OLFML1 OLFML2A OLR1 OPRK1 OR2H1 OR51E2 ORAI3 OSBPL10 OSMR P2RY1 PABPC5 PAFAH1B1 PAICS PAIP2B PALS1 PAPLN PAPOLG PARD6B PATJ PCBD2 PCDH10 PCDHB11 PCDHB16 PCDHB9 PDE12 PDE6B PDE7A PDHA1 PDK3 PDP2 PDZD8 PEAK3 PGR PHACTR4 PHF20L1 PHLDA1 PHTF2 PI4K2B PIGR PIGW PIK3CA PIK3CD PIP4K2A PITPNM2 PIWIL1 PLA1A PLAAT5 PLAC8 PLEKHA5 PLEKHF2 PLEKHH2 PNISR PNPO POLH POLR1G POLR2J2 POLR2J3 POLR2M POU2F3 PPAT PPFIBP1 PPM1A PPM1D PPM1K PPP1R15B PPP4C PRELID2 PRKCI PRR23A PRR27 PRTG PSMD12 PSPH PSTPIP2 PTCHD4 PTEN PTER PTGES3L PTGIS PURA PURB PWWP3B PYGO1 QPCTL R3HDM2 RAB11A RAB21 RAB33B RAD51AP2 RAD52 RAD54B RAD54L2 RAP1A RARS2 RASGEF1A RASGRP4 RASSF5 RBBP4 RBL1 RBM43 RBM8A RBMS3 RBSN RCN2 REEP3 REPS2 RETREG3 RGS9BP RHD RHNO1 RHPN2 RIMKLB RIT2 RLF RLIM RMDN1 RNF115 RNF125 RNF207 RNF8 RP2 RPL15 RPL34 RPP30 RPS24 RPS27L RRM2 RRP15 RSKR RTBDN RTCA RTKN2 RYR2 S1PR2 S1PR5 SALL4 SAMD4A SAR1B SART3 SATB2 SCAF11 SCAI SCAMP1 SCARF1 SCD SCD5 SCIMP SCML2 SCN3B SCN9A SDC2 SDE2 SDHA SEC63 SENP5 SERBP1 SERF1A SERF1B SERPINB1 SERPINB13 SERPINB8 SERPINB9 SERTAD2 SFR1 SGCB SGCD SGPL1 SH3BGRL2 SH3D19 SH3TC2 SHCBP1 SHOC2 SHOX SIGLEC11 SIGLEC14 SIKE1 SINHCAF SIX4 SKA1 SKA2 SKP2 SLA2 SLAIN1 SLC10A7 SLC12A8 SLC13A1 SLC15A1 SLC15A5 SLC16A4 SLC16A7 SLC17A3 SLC24A1 SLC24A4 SLC25A32 SLC25A34 SLC25A45 SLC2A4 SLC30A5 SLC34A2 SLC35E2A SLC35F6 SLC36A2 SLC41A2 SLC48A1 SLC4A8 SLC5A5 SLC6A11 SLC8A1 SLC9A7 SLU7 SMAD4 SMC1A SMIM17 SMU1 SMUG1 SNAPC3 SNIP1 SNTB2 SNX1 SNX13 SNX22 SOAT1 SOX4 SPACA9 SPAG9 SPAST SPATA5 SPATS2L SPC24 SPECC1 SPIB SPN SPRYD4 SS18 SSX2IP ST6GAL2 ST8SIA4 STAM STAT2 STEAP4 STEEP1 STIL STMP1 STON1 STON2 STRADB STRIP2 STX11 STX2 SULT1C4 SULT1E1 SUMF2 SUPT7L SURF4 SUSD5 SV2B SVBP SVOP SYNJ2BP SYNPO2 SYT15 SYT4 TAB3 TAF8 TANGO2 TAPBP TAS2R14 TAS2R20 TASOR TBC1D7 TBCB TBK1 TCF7 TCP11L1 TCTN2 TDGF1 TEDDM1 TENM2 TENM3 TENM4 TENT4B TERF2 TFAP2C TFCP2L1 TFDP2 TGFBR1 TGS1 THAP5 THOC3 THUMPD2 TIMM10B TIMM23B TIMM50 TIPRL TKT TLCD2 TLCD4 TM4SF20 TMED4 TMED5 TMEM106B TMEM120B TMEM167B TMEM170B TMEM184C TMEM239 TMEM33 TMEM41B TMEM52B TMEM59 TMF1 TMTC1 TMX1 TNFRSF10B TNFSF9 TNS4 TOGARAM1 TOP3A TOPORS TOR1AIP2 TOR1B TPM3 TPMT TRA2B TRAF3IP1 TRAF3IP2 TRAPPC2 TRDN TRIAP1 TRIM13 TRIM16 TRIM16L TRIM5 TRIM59 TRMT9B TRPM6 TRPM7 TRPV1 TSNAX TSPAN2 TSPYL1 TTN TULP4 TVP23A TVP23C TWF1 TXNDC9 TXNIP TXNL4B TXNRD2 UBA5 UBA52 UBE2K UBE2V2 UBE2W UCK2 UHMK1 UMPS UNC80 UPK3BL1 UQCC3 USF3 USP33 USP9X UTP11 UTP20 UTP25 VCPIP1 VENTX VHL VIP VIPR2 VMP1 VPS13C VPS26A VPS33B VPS53 VSIG10 WAC WDFY1 WDR27 WDR44 WDR55 WDR5B WDR76 WDR87 WHAMM WNK3 XIAP XPNPEP3 ZBTB2 ZBTB25 ZBTB3 ZBTB7A ZBTB8OS ZC3H12B ZC3H13 ZC3H6 ZC3HAV1 ZC3HAV1L ZCCHC14 ZCCHC24 ZCCHC4 ZCCHC8 ZDBF2 ZFC3H1 ZFP14 ZFP36L2 ZMYM1 ZMYM6 ZNF100 ZNF101 ZNF124 ZNF22 ZNF221 ZNF253 ZNF260 ZNF264 ZNF28 ZNF281 ZNF286A ZNF286B ZNF326 ZNF426 ZNF451 ZNF454 ZNF486 ZNF490 ZNF493 ZNF527 ZNF530 ZNF543 ZNF552 ZNF557 ZNF568 ZNF578 ZNF587 ZNF587B ZNF595 ZNF600 ZNF611 ZNF621 ZNF626 ZNF681 ZNF699 ZNF7 ZNF709 ZNF736 ZNF765 ZNF770 ZNF780B ZNF785 ZNF793 ZNF805 ZNF808 ZNF814 ZNF816 ZNF816-ZNF321P ZNF839 ZNF845 ZNF850 ZNHIT6 ZNRF3 ZSCAN2 ZSCAN9 ZSWIM1 ZSWIM4 MIR617 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR617 AIG1 AKT3 BLTP3B CACUL1 CDK19 CDKN2A CEP350 CHD2 CMC1 CSRNP3 CTBP1 DDX27 DGKH E2F3 ELF2 EPHA10 EPHA7 EVI2A GINS3 GLT8D1 HSPA2 ITCH JPH1 KLF7 LEPROT LRRC19 MAN2A2 MAP2K4 MIA3 MLX MYO5A MYOCD NKIRAS1 NQO1 PAX9 PCMTD1 PDGFRL PDK2 PLD6 PPA1 PRPS2 PSMD12 PWWP2A RAD54L2 RFXAP SAE1 SCARA5 SEC22A SLC14A1 SLC2A4RG SMAD3 SORBS1 SRGAP2B SRGAP2C ST8SIA3 STPG2 STXBP1 SURF4 TENT4B TTC14 ZFAND3 ZFX ZNF146 MIR618 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR618 ABLIM2 ACOX1 ADGRF5 AFDN ATP11B C17orf75 C5orf24 CAVIN2 CBLL1 CBX5 CBX8 CDC7 CHEK1 DCAF5 DENND5A DMXL2 DUSP10 EIF4A2 ELOC FEM1C FGFRL1 FXR1 GBP5 GIPC2 H2AJ HHIP IQUB ITCH ITPRID2 ITPRIP JAZF1 KCNC2 KDM4C KLF10 KLF3 KRT12 LSM1 MBNL3 METTL6 NCOR1 NUP214 OGFRL1 PALM2AKAP2 PAX3 PCYT1A PLEKHB2 PLP1 PLSCR4 PRAME RAB1A RASA2 ROCK2 SALL1 SEPTIN6 SIPA1L1 SLC35F5 SLC39A10 SLC4A4 SNX14 TENM1 TGFB2 TMEM230 UBE2A UFD1 USP38 VPS41 XK YTHDC1 ZFAND1 ZKSCAN8 ZNF275 ZNF302 ZNF532 ZNF652 MIR619_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR619_3P ACVR2B APC ARNT ATP6V1G2 C1orf52 CACNB3 DELE1 EDEM3 EGR3 EPB41 FAM131B FOXG1 GAL3ST3 GNG7 GPCPD1 GRB14 KDM7A LSMEM2 MAML2 MAPK9 MDGA2 MGA MICAL3 MR1 MSI1 NALF1 NANOS1 OAS1 OGT OPRM1 PCBP1 PCDH9 PDLIM4 PDS5B PREX1 PTPRA RBPJ RSF1 RUNX1T1 S100A7A SANBR SGPP1 SHANK2 SLIT3 SMARCD1 SPRY3 TCHH TIFA TLX1 TMEM94 TNFAIP2 TNKS2 TSC22D1 VIT WBP1L WDFY3 XPNPEP1 ZCCHC2 ZNF154 ZNF586 MIR619_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR619_5P AAK1 ABHD18 ABHD2 ABL2 AGAP1 ANAPC16 APTX ARHGEF6 ATCAY ATXN3 AVL9 BOC C11orf58 C19orf18 C5AR1 CACNA1E CACNA2D1 CACNG8 CALD1 CAMK1D CCNT1 CELF4 CENPU COL4A3 COPG2 CORO1C CPEB1 CRCP CSNK1G1 CTNS CTSA CTSB CYFIP2 CYP20A1 DBT DCAF10 DGKH DOCK5 EMP2 ESRP1 ETS1 FAM104B FFAR2 FGF11 FNDC9 GATAD1 GGT7 GK5 GLCE GPATCH8 GPD2 HIP1 HRH4 ICA1L IKZF3 ITGA1 IVD KCNMA1 KIAA1328 KIAA1614 KLB LASP1 LETM2 LGI1 LINC02898 LRRC57 LRRC74B MASP1 MAVS MCTS1 MDM1 METTL21A MGARP MTX3 MYCL NAA50 NFATC2 NLGN1 NR3C1 NUBPL ODF2L OPA3 ORAI2 PAG1 PATE2 PDE4C PDP2 PIAS2 PLA2R1 PLEKHG4B POLH POU4F1 PPIC PRDM5 PRR11 PTAFR PTP4A2 RAB3IP RBBP4 ROCK2 SLC25A23 SLC43A2 SLC7A14 SMIM14 SNAP29 SOGA1 SPATS2 SPN SPOCK1 SPRYD4 STON2 SUDS3 SUSD5 TCEANC2 TCN1 TIMM50 TLCD2 TMEM183A TMEM183BP TMEM199 TMEM37 TMPO TOE1 TRIM49D1 TRIM51 TRMT10C URM1 VLDLR VPS53 WDFY1 WDR59 WNT7B YME1L1 YPEL1 ZBTB8A ZNF577 ZNF721 ZNF865 MIR620 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR620 AFP ANKRD44 ASPH ATXN7L1 B9D1 BACE1 BORCS7 C15orf40 C1orf174 CAMK4 CATSPERE CBLIF CCNT2 CD209 CD276 CEP164 CHSY1 CIR1 CNTN3 COPS4 DCPS DGKE DNAAF3 EDIL3 ENTPD3 EPB41L4B EPPIN GLI2 GSPT1 GTDC1 HAS1 HEXA HLA-DQA1 HNRNPU IQCJ IRF2BP2 KLHDC3 KRTAP4-11 LAMB4 MAN1A1 MKX N4BP2L1 NDUFAF5 OLA1 PDE1C PIK3CA POLI POLR1G POLR3C POU2F3 PRR23C PRSS37 RFC5 SDC4 SENP5 SET SGMS1 SH3BGRL2 SLC24A2 SLC25A37 SLITRK2 SMCO4 SPTBN1 STOML3 TCF20 TESC TMEM242 TXNRD2 UBASH3B UNC45B UNC5D WBP2NL XKR9 ZCCHC14 ZDHHC15 ZIC5 MIR621 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR621 ACKR4 ALDH1A2 CAPN2 CAPRIN1 CBLB CCND2 COQ2 EBF3 FGD4 GABRR2 IRAK1BP1 ITSN2 KLHL15 LEF1 MIER1 MYEF2 NFIB NGLY1 NLRP9 PCDH19 PFKFB2 PHF8 RBM11 RWDD2A SEC22B SIN3A SLC45A3 SNRNP40 SNX14 SNX4 TCEAL4 UBQLN2 USP25 YPEL5 YY1 ZFHX4 MIR622 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR622 AMPH ANKRD20A3P ANKS1A APPL1 ARHGAP20 ATF2 BCL10 BNIP3 CACNG2 CAMTA1 CDK8 CLK1 CNTNAP2 CSF2RB CXCR4 DACH1 DBNDD2 DCUN1D1 DCUN1D5 DGKB DIO3 DKK2 DYRK2 DYRK4 ESRRG ETFBKMT EYA1 FAM104A FKBP15 FKTN FRAS1 FRS2 G3BP1 GHR GPR89A GPSM2 HOXA9 ING1 INSIG2 IRF2 JRKL MARCHF1 MBNL1 MYL12A MYLIP NAA25 NFYA PATZ1 PDE3A PHACTR2 POU3F3 PPP1R2 PRKAR2B PTGES RAB10 RALGPS1 RCOR1 ROCK2 RPP14 RXRB SERAC1 SLAMF1 SLC39A12 SLC5A3 SMARCAD1 SPRY3 SPTY2D1 SRSF1 SS18 ST8SIA3 TBC1D14 TCF7L2 TGIF1 TTC17 TXLNG UBE2K USP44 USP9X VIPAS39 WASL YAP1 YTHDF1 ZMYM2 MIR623 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR623 ACSL4 ACSM2A ANGPT1 AP1S2 AP2A2 AP3M2 ATXN7 BBS7 BICC1 BIRC2 BIRC6 BRF1 C2orf68 CACNA1C CCDC117 CCND2 CD163 CDK20 CFAP418 CHST15 CIPC COX5A CREB5 CRHBP DCN DLGAP5 DNAJC13 ELAVL2 ENOX2 EPHA7 EPHB2 EPHB6 ESRRG EVC2 FAM210A FBN2 FOXC1 FOXN2 FRAS1 FRS2 GLIS3 GPBP1L1 GPR19 HAL HAPLN1 HAS2 HMGCR HOOK3 HYCC1 IGFBP5 IKZF2 ITPR1 JAK3 KCNQ3 KLF3 LDLRAD4 LSAMP M6PR MEIS2 MFSD11 MLXIP MTMR7 NBR1 NCOA7 NMT1 NOP58 NR3C1 NUDT7 PCMT1 PHF6 PI4KB PKM PPM1K PTPRD QSOX2 RAB22A RBM24 RETSAT RHOBTB3 RIMS2 SCML1 SEC24D SEMA5A SEPTIN11 SH3PXD2A SKI SLC12A2 SLC16A6 SLC37A3 SMIM13 SMIM14 SPRY3 SREK1 SRSF12 TAOK1 TCF12 TFAP2A TMED4 TMEM132C TMEM134 TMEM156 TMEM178B TMEM213 TOR1B TRIM44 TRMT13 TTYH1 UBA6 UBQLN1 VAPB WDFY2 WWC3 YPEL2 ZC3H7A ZCCHC24 ZNF197 ZNF549 ZSWIM3 ZZZ3 MIR624_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR624_3P AAK1 ACTG1 ADAM10 ADNP ADPRH APAF1 ARAP2 ARID4B ATXN1 CACNA1A CADPS2 CBX5 CCDC88A CD84 CEP290 CHAMP1 CREBRF CXCL9 DCUN1D3 DIRAS3 DOP1B DPP6 DUSP10 DZIP3 ECM2 EMC3 EPC2 EPHB4 ERCC6L2 FBXO45 FNBP1 FST GABRB2 GAS2L3 GNA14 GNAI1 GPC6 GSK3B HYCC2 IFNAR1 ING5 ITSN1 JAG2 KDM4C KDSR KIF23 KLF4 KMO KMT5B LRP6 MAP3K4 MARF1 MCC NBEA NEGR1 NFIB OGN OPRM1 OTUD7B PCLO PFN2 PGP PLEKHA7 PMEPA1 PMPCB POGLUT3 PPP6R3 PRDM12 PRR32 PTBP1 PUM2 RNF217 RRAS2 RSRC2 SALL1 SATB1 SELENOI SIM2 SIPA1L2 SMAD2 SP100 STARD5 STXBP1 SYNE1 TGDS TNS3 TRAFD1 TRIAP1 TUT4 ULBP1 UQCC1 USP32 USP6 WDR7 XPO7 ZDHHC21 ZNF28 ZNF616 MIR624_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR624_5P ADCY6 AKAP10 AKTIP ANKS1A ARL4A AVPR1A BBX BICC1 BICD2 BRPF1 CCDC182 CDK6 CELSR2 CHRDL1 CHST9 CLOCK COLEC12 CSNK1G3 CTNNB1 DCUN1D1 DHX29 DLG3 DOCK11 DOCK5 DTX4 DZIP1 EPC1 ERGIC1 F3 FAM114A2 FAM200B FIBIN FOXP1 FRS2 GHR GPR63 GRPEL2 HMGXB4 HOXD3 HSF2 HSPA4 IDI1 ILK KLHL23 KRIT1 LCP1 LDAH LMTK2 LSM12 MAX MET MSI2 MTMR10 NCOR1 NFKBIA NOTCH2 NUCKS1 NXT2 OTUD4 PARD3 PDE10A PHIP PIK3CB PTGER4 PTGS2 PURB RAB10 RAF1 RALGAPA1 RAP1GDS1 RASA2 RGL3 S100A7A SEC22A SH3KBP1 SLC25A46 SLC44A5 SMARCA1 SNX30 SOWAHC SOX13 SPON1 STK24 STK26 STK38 STMP1 SUSD6 SYT1 TAOK1 TBX5 TFRC TGFBR1 THAP5 TMED4 TMEM183A TRPM7 UAP1 UGDH WWTR1 YES1 YTHDF3 ZFHX3 ZNF407 ZNF699 ZNF800 MIR625_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR625_3P ADGRF5 ALAS1 APOL6 ARF6 ARID1A ASIC5 BBOF1 C11orf87 CCDC126 COMMD8 CPEB4 DNAJA1 DNAJA2 ERBIN EZH2 FAM151B FLG2 GALNT1 GNL3L GPC6 IL5RA KDM7A LEPROTL1 MAB21L2 MANEA MAP3K1 NADK2 NDUFAF5 NEUROD1 NUP37 ODAPH PAPOLA PDP1 PIP5K1B POLR1F PRICKLE2 PTPN12 PTPRD PYGO1 RBM27 SLC24A1 SLC34A2 SLC39A10 SOCS5 SP8 THRAP3 TNFSF11 USP42 WDR76 ZBTB34 ZFPM2 MIR625_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR625_5P ABI2 ACTB ADAR AHCTF1 AMOT ANGEL1 APLNR ARID2 ARIH2 ARL5B ASAH1 ASB11 ATAD2B ATAT1 ATP10B ATXN1 ATXN2L AVPR1A BCLAF1 BRWD3 C1orf198 C2CD5 C5orf15 C5orf24 CALU CASKIN2 CASQ1 CASTOR2 CBX5 CCDC148 CCDC33 CEBPG CHAF1A CHD6 CLDN11 CNN2 CRYZ CTBS CYB5B DAPP1 DCLK1 DDX17 DUSP8 DVL3 EID2 ELOVL2 EPB41L1 EPB41L4B ERVFRD-1 FAS FBN1 FLOT2 FLRT1 G3BP2 GABRP GATAD2B GCOM1 GHRH GIMAP1 GRIA4 GSPT1 GYS2 HECW2 HMGB3 HNRNPAB HOXB5 HS2ST1 IFFO2 IGF2BP1 IL17D IL18BP INO80D IP6K3 IQSEC3 ITSN1 JAZF1 KALRN KATNAL2 KLHL13 KLHL28 KLK10 KRT1 KRT23 LEFTY2 LETM1 LHX6 LIX1L MACO1 MAJIN MBD2 MCC MECP2 MEX3A MFN2 MGST2 MPZ MPZL2 MTSS2 MXD1 MYCT1 NAPA NBN NECTIN1 NEDD9 NFASC NFIX NOS1 NOVA2 NSD1 NSL1 NXPH2 ORMDL3 OVOL2 P2RY4 PABPC4 PAG1 PCDHB13 PCDHGA6 PCM1 PDE1C PEX5 PHLDA3 PHYH PIGG PKM PLCXD3 PLEKHH1 PMEL POLR1D POLR2M POU3F2 PPP1R3C PPP2R1A PPP2R2D PPP6C PPT2 PRPF38B PTBP3 PTGER3 PTPRJ PTPRS PVALB PXYLP1 RAB33B RABGGTB RAD51D RAG1 RASL11B RBFOX2 REEP1 REG3A RIMKLA RNF10 RSPO2 SCIMP SCUBE3 SEC24A SEMA3D SEMA6A SENP6 SEPTIN6 SERTAD2 SESN3 SHISAL1 SLC6A17 SMUG1 SNPH SNX3 SOX7 SPAG9 SPICE1 SPIN1 SPOCK1 SPRY4 SRGAP1 STC1 STIM1 STX8 STXBP4 SUMO2 SUMO4 TBC1D7 TBCEL TES THUMPD2 TLNRD1 TNK2 TSHZ2 TSPAN11 TTC39C TTPAL TXK UBAP2L UBE2K UBE2N UBE2R2 WASF1 WASHC4 WBP4 WIZ ZDHHC15 ZNF275 ZNF32 ZNF395 ZNF444 ZNF519 ZNF527 ZNF629 ZNRF2 ZSWIM4 MIR626 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR626 ABCB5 ABCG1 ACSL3 ARFGAP3 ATP5F1C AUTS2 BCL11A CA3 CDH13 CNR1 COL24A1 CTNNA3 CTPS1 DDHD2 DPY19L3 DUSP4 DYRK4 FAM219B GCOM1 GJB2 GPD2 HEPH INPP5A JPH1 KLF11 LILRA2 LPA LRRC4 MBNL1 MITF MTDH MYEF2 NAA15 PAPOLB PIAS2 POLR2M PRPSAP1 PUS7 RAB21 RNF6 SELENOT SLAMF7 SMCP SOX9 TBL1XR1 TENM4 TIPARP TMEM182 TRDN TTC39A TYW1 UBL3 XYLT1 ZCCHC17 MIR627_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR627_3P AAK1 ABCA5 ABCD2 ABI3BP ADAM22 ADAMTS18 ADAMTS3 ADARB2 ADAT2 ADD3 ADGRL2 AFF4 AGPS AK9 AKAP6 AKNA AKR1D1 ALG10B ALKBH1 ANAPC10 ANK3 ANKRD12 ANKRD20A1 ANKRD20A2P ANKRD20A3P ANKRD20A4P ANKRD29 ANKRD45 APCDD1 ARHGAP26 ARHGAP32 ARID2 ARID3A ARMC8 ARRDC4 ATG7 ATP11AUN ATP6V1C2 ATRN ATRX ATXN1 AVL9 B3GNT5 BEND6 BIRC2 BNC2 BORCS7 BTG2 C1GALT1 C1orf21 C2CD4A C3orf33 C5orf63 CACNA1E CACNB1 CALN1 CAMK2N1 CAMK4 CAMLG CAND2 CANX CAPZB CARF CAT CCDC88A CCDC9B CCNT1 CCNT2 CD180 CD2AP CD55 CDH1 CDK6 CEACAM5 CEBPB CELF5 CEP55 CFAP97D1 CGGBP1 CIPC CISD2 CLSTN2 CLVS2 CMYA5 CNKSR3 CNOT4 COL24A1 COL27A1 COL5A1 COL8A1 COMMD3 COPS3 CPE CPEB4 CPNE3 CPPED1 CREG2 CSGALNACT1 CSNK1G1 CUX1 CYP1B1 DACH1 DCAF10 DCAF17 DCLK1 DDHD1 DDI2 DDX21 DDX42 DENND1B DGKH DHX40 DIO2 DLX1 DMTF1 DNAH14 DOCK3 DPP8 DSP DTNB DYRK1A DZIP3 EBI3 EHF EIF2A EIF3E EIF4E3 EIF4EBP2 ELK4 ELOVL6 ENDOD1 EPHA3 ERAP2 ERGIC2 ESRRB EVA1A F11R FAM53B FASTKD1 FAT3 FAXC FBXO32 FBXO45 FBXW7 FCRL4 FDX1 FER FGD4 FKTN FMN1 FOS FOXO1 FRYL FXR1 FZD7 G6PC1 GAB3 GABRA4 GABRG2 GALNT13 GATA3 GBP4 GBP7 GINS3 GLS GNAQ GPBP1 GPR26 GPR63 GRB14 GRIA3 GRK3 GTDC1 GUCY1A2 GXYLT1 H2BC21 H6PD HCFC2 HLF HOPX HOXB3 HS3ST3B1 HSCB HTR1B HTR1D HUWE1 IFIT5 IGF1 IGF1R IL18BP IL1RAP IL1RN IL32 ILDR2 INO80D INTS6 IRAK3 JADE2 JAZF1 JKAMP KCNA7 KCNMA1 KCNT2 KCTD14 KEAP1 KIAA1549L KIF20B KLHL24 KMT2A KRAS KRT13 KRT28 LAIR1 LARP4 LCORL LCTL LDB2 LGR5 LHFPL2 LIN54 LPP LRRC4C LRRN1 LRRTM2 LUM MAGEE1 MAGI3 MALT1 MAML1 MAP3K2 MAP7 MBNL1 MBNL3 MECOM MFHAS1 MGP MICU3 MIPOL1 MLLT10 MLLT6 MRPL35 MSL1 MSRA MTR MUS81 MYO6 NAV1 NAV2 NDST3 NDUFC2-KCTD14 NEUROD1 NEXMIF NFKBIZ NID1 NIN NLN NMT2 NPAS2 NR2C2 NR4A3 NSG1 NSL1 NUFIP2 NWD1 NXPE3 ONECUT2 OPN3 OSBPL8 PAG1 PAK3 PALM2AKAP2 PAX6 PCARE PCDH11X PCDH11Y PCDH17 PCDH9 PCF11 PCGF5 PCMTD2 PDIK1L PDLIM2 PDLIM5 PDPK1 PEX12 PHACTR2 PHF21A PHIP PIAS1 PIK3CA PIN4 PKHD1 PLAG1 PLEKHG1 PM20D2 POGK POGLUT3 POTEA POTEM POU2F1 POU2F3 POU4F1 PPM1A PPM1K PPP1R3E PPP5D1P PRKCQ PRPF38B PRR11 PSD3 PTN PTP4A2 PTPN3 PTPRQ PURA PWWP2B PWWP3B QKI RAB14 RAB21 RAB22A RAB29 RAB30 RAB39B RAB3B RAB7A RAD9A RALA RALGAPA2 RALGAPB RALYL RANBP3L RANBP6 RASEF RBM14 RBM20 RBM26 RBM41 RBM47 RGS20 RHNO1 RIOX2 RNF128 RNF169 RNF41 ROBO2 ROR1 RORB RPL15 RRAGC RTKN2 RUNX1T1 S1PR3 SAMD12 SARNP SASH1 SATB2 SCN11A SCRN3 SEM1 SEMA3D SEMA5A SEMA6A SERINC4 SEZ6L SGIP1 SINHCAF SIPA1L1 SIX4 SKIL SLA SLC16A7 SLC23A2 SLC24A2 SLC25A15 SLC25A46 SLC2A12 SLC35F3 SLC35F6 SLC39A14 SLC44A1 SLC4A8 SLC5A12 SLC6A5 SMAD7 SMARCA1 SNX10 SNX16 SNX18 SOCS4 SPAG9 SPATA5 SPRED1 SRPX SRSF4 SSPN ST3GAL1 ST3GAL4 STX11 STXBP5 SV2C SYNJ2BP SYT4 TBC1D8B TBL1X TBL1Y TENM4 TERF2IP THSD7A TLCD4 TLN2 TLR4 TMC5 TMEM168 TMEM74 TMX3 TNC TNFSF10 TNRC18 TNRC6B TOGARAM1 TPRKB TRAK2 TRPC5OS TRPM7 TSNAX TTC14 TTL TUBB UBN2 UGT2B15 UNC13C UNC5D USF3 USP46 USP47 UTRN VBP1 VEGFB VGLL3 VNN3P VPS41 WDFY2 WDR72 WDR93 YPEL2 ZBTB11 ZBTB20 ZBTB41 ZC3H18 ZDHHC17 ZDHHC21 ZDHHC3 ZFP90 ZIC1 ZMAT1 ZMIZ1 ZMYND8 ZNF117 ZNF236 ZNF329 ZNF331 ZNF333 ZNF407 ZNF41 ZNF652 ZNF695 ZNF704 ZNF793 ZSCAN31 ZZZ3 MIR627_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR627_5P ARHGAP12 ATP13A4 BDKRB2 CAV2 CCNL1 CERT1 CNOT2 COMT DNAJB4 DVL3 EBAG9 EEIG2 ENSG00000286190 ENTREP2 GEMIN5 HIRIP3 IFNG KCNB1 MAP2K4 MCTP1 NAA16 NIPSNAP3B PDCD2 PTP4A2 PTPRK RER1 RGMB ROM1 RRP15 RSPO3 SCN3B SEMA3C SH3KBP1 SKIL SOX21 SPRYD4 SWT1 TBC1D8B TMEM140 TRIL USP49 WTAP MIR628_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR628_3P ABCA13 ADAMTS1 AIDA ALG9 ALKAL1 ARFGEF3 ARMCX3 ARSJ ATRX BEND4 BTK CBX3 CPSF6 CR1 CRIPT DCAF8L1 DDX5 DELEC1 DERA DGKI ELOC ENAM EPHA7 FAM47C FBXO30 FCHO2 FRY GPM6A HIRA HSPBAP1 IPP ITCH JMY KLB KLHL28 LIN54 LSM12 MAMDC2 MBNL3 MED23 MEX3A MS4A6A NALF1 NEPRO NEXMIF NSL1 NUP133 PAIP1 PAK5 PCDH9 PDCL PIGX PIP5K1B POLK PPP3CB PTTG1IP RBFOX2 RBM41 RCCD1 RCN1 RICTOR SCARF1 SEPTIN7 SGCD SH2D1B SINHCAF SLAIN2 SLC40A1 SMCHD1 SMG1 SPAG1 STK4 TBL1XR1 TIMM8A TRIM9 TUT4 VAMP2 VTA1 ZBED4 ZBTB10 ZFP82 ZNF197 ZNF300 ZNF449 ZNF606 MIR628_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR628_5P ACVR1 ADGRE2 AHCYL2 ANK3 ANKRD50 AP4E1 ARHGAP36 ATG4A ATP2A2 ATXN3 BBS1 BCL6 BIRC6 BLM BMS1 BNIP3L CAMK4 CAV1 CCDC144NL CHAMP1 CHPT1 CISD1 COL19A1 COL4A1 CRYGN DCX DEK DMC1 EFR3A ELAPOR2 EMILIN3 EPHA3 FAM168B FAM210B FUT9 G6PC1 GPR15 HMGB3 IKZF1 KATNAL2 KDM5B LAPTM4B LMLN LOXL3 LSM14A MEF2C MRAP2 NAT2 NBEA NPEPPS NR1D2 OTULINL PITX2 PLD5 PRTG PSD3 PSTPIP2 PVRIG RABGEF1 RLF RORA SALL1 SCN3A SLAIN1 SLC46A3 SLIT2 SMARCAD1 STK32B STK40 TMEM184A TMEM185B TMEM33 TRAF3 TSNAX TXNDC16 VASH2 WDFY3 WDR64 ZBTB21 ZC3H6 ZMAT4 ZSCAN31 MIR629_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR629_3P ADGRL3 ADIPOR2 AGAP1 ALCAM AMER2 AMOT ANKRD12 ARHGEF28 ARMC10 ARPP21 ATP4B ATP8A2 ATXN1L BCOR C15orf48 C22orf46P CACNA1E CACNA1G CCDC68 CD36 CD83 CDK14 CERS6 CHD2 CHEK1 CHRNB3 CNOT4 CPD CPM CREB5 CRIM1 DACT3 DCX DDAH1 DERA DNAJB5 DTL DUOX2 DUSP6 EBF1 EDEM1 EDEM3 EDN1 EDNRA EEIG2 EIF5 ELAPOR2 ELOVL3 FAM229B FAM47E-STBD1 FAM76A FBXO32 FECH FSHB GARIN1B GATA3 GEN1 GLI3 GPC6 GPR161 GPR26 H1-0 HIVEP3 HMGA2 HOMER1 HS3ST3B1 IKZF2 INPP5A IRAK2 ITGAX KCNE4 KCNJ18 KCNK10 KCNQ3 KPNA4 KRBOX4 LNPK LRRC47 LRRC58 LTBP1 MACC1 MAPK14 MAPK1IP1L MBNL1 MCFD2 MS4A6A MTCH2 MTMR1 MYOCD NDC1 NDST3 NEK2 NPVF NRAS NYAP2 OSBPL9 PAPPA PCSK1 PDGFC PERP PHF21B PIK3R1 PIRT PNMA6A POM121 POU2F1 PPP1R8 PRICKLE2 PROX1 PRSS35 PTAR1 PTGR3 PTP4A1 RAB12 RAD54L RAP2A RAPGEF6 RBL2 RBMXL2 REEP5 RNF141 SDK2 SEL1L SEMA3A SESTD1 SET SLC30A5 SMDT1 SNX30 SOX11 SP100 SPEN SPOCK1 SRP54 STC2 STMN1 TADA1 TASOR TENT5A TET3 TFAP2A THUMPD3 TIE1 TLE3 TMEM132C TMEM87B TNRC6B TP53INP2 TRIB1 TRIM39 TTLL12 TTPAL UBE2B UBE2J1 USP8 USP9X VPS13C VTA1 WIPF3 XCL1 ZBTB4 ZEB1 ZFP1 ZFP90 ZNF135 ZNF138 ZNF182 ZNF25 ZNF268 ZNF317 ZNF322 ZNF37A ZNF426 ZNF440 ZNF546 ZNF568 ZNF589 ZNF596 ZNF687 ZNF700 ZNF773 ZNF92 ZNF99 MIR629_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR629_5P ADAM12 AGA ALAD ANGPTL3 ANGPTL7 ANO5 ASPH ATCAY ATG5 BMP2K CBLL1 CCR1 CDC37L1 CDH11 CDH6 CEP250 CEP350 CEP55 CHRNA9 CIDEA CLDN8 COL4A5 DENND5B DESI2 EFR3B EIF1AD EIF2A ELAVL4 EPC1 ESPL1 ESRRG FAF2 FRZB FZD3 GAB1 GAL3ST1 GNRHR GPATCH2L GPR6 GPR83 HDHD2 HNF4A HS3ST3A1 HSPB2 HUS1 INSYN2B KCNK2 KIAA0753 KLHL13 KRT32 KRT40 LRP6 MAML2 MAPK10 MARCHF6 MED13L MIEF2 MMP16 MTRF1L MUC3A NAP1L5 NAV1 NFX1 NID1 PDE7A PHYH PIN1 PKLR PPBP PRLR PRRG1 PSMA2 RASSF8 RBFOX1 RFX4 RHNO1 RNPS1 RRP15 RTN4RL1 SARAF SFRP2 SFT2D1 SLC25A3 SNX18 SNX30 SPATA31D3 SPRY3 TCAF1 TCF4 TEAD4 TLK2 TMEM106B TMEM9B TNRC6C TRIL TRIM33 TSHZ1 UBE2E3 UBR3 VDAC3 WDR47 YPEL5 YTHDF2 YY1 ZBTB1 ZFP3 ZNF214 ZNF831 ZRANB2 MIR630 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR630 ABCC2 AIG1 AKAP10 AMER2 ANKMY2 ARL6 CBX5 CCDC71L CDC7 CEP44 CFLAR CHD9 CLIC2 CRKL CTDSPL2 DCAF13 DCTN4 DDIAS DIPK2A EFCAB5 EPC1 ERO1B EXO1 EZH2 FRS2 GOLIM4 GPR4 H3-3B HYCC2 KBTBD2 KDM3B KIF13A KLF6 LAPTM5 LMO3 LRRC1 LUC7L3 LYPD6 MED13L MIA3 MTM1 NAB1 NDUFA5 NHS NKTR PCLO PDLIM5 PDP1 PHIP PRKCI PSMC2 QKI RASGEF1A RDH10 RFESD RPF2 SALL3 SAMD12 SLC10A7 SLC51A SLCO1B1 SLITRK3 SMIM15 ST6GAL2 SUCLA2 TAPBPL TLK2 TM7SF3 TMED7 TMEM170A WASHC4 WWOX YES1 ZBTB4 ZDHHC15 ZDHHC21 ZFP1 ZNF131 ZNF148 ZNF17 MIR631 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR631 ACSBG1 AKR1B1 ANKRD27 APLN ARL5A ARRB1 ASH1L ATP1B4 ATP4B CD28 CEP57 COX14 DDX23 DLX1 ELP1 FAIM2 FAM131B FAM13A GMCL1 GPR156 HDAC2 HIC2 HS3ST3A1 JADE2 KBTBD2 KCNA1 KCNJ10 METTL9 NFYB NR2C2 OASL PAK6 PCDH8 PHTF2 PPP1R14C PPTC7 PSMB2 RAP1B RBSN RNF135 RUNX1T1 SMIM17 SNX7 STAM STX6 TBX3 TGFB3 TMEM104 TOGARAM1 TOR3A ZNF131 ZNF461 MIR632 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR632 ADAM10 AMELX AP1G1 BCL11A BMAL1 CAPZB CASP14 CC2D1A CD40LG CHST3 COLEC12 ELF3 EPB41L1 FAR2 FBXW11 GPRIN3 HOXC4 IFT57 IKZF3 ING3 ITGBL1 KCMF1 KIF1B KLF4 LAPTM4B LHPP LIN9 LRRC4C MBNL1 MEF2C NBPF9 NRARP NTM PSIP1 RASA1 RNF125 ROR1 RUVBL1 SAXO1 SELENOK SERTAD2 SHISA7 SIX3 SMR3B SNRK SPRYD7 SUCO TAF6 TANK TOMM6 TRMT13 UBE2Q2 UGT8 UHRF1 UIMC1 USPL1 ZC3HAV1 ZEB2 ZFC3H1 ZNF45 ZNF552 MIR633 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR633 ABHD18 ADCY5 ANKRD17 APPL1 ARFGEF2 ARL5A BMP2 BPNT1 C1GALT1C1L C3orf38 CA11 CALR CAMK2G CCK CFAP65 CFHR2 CHST7 CIART CLOCK CPEB2 CPS1 CREB1 CREBZF CUL3 CYP4X1 DISC1 DMXL1 DNAJB14 DPP8 DPY19L1 EFR3B EGLN1 EIF2AK2 EPHA5 ESF1 EXOC6B EXOSC9 EXT1 FAM161A FAM168A FAM24A FAM8A1 FBXL12 FGD4 FUBP3 GABARAPL2 GALNT13 GCC2 GLIPR1L2 GLIS3 GNB4 GNPDA1 GPALPP1 GTF2A1 HCCS HNRNPR HOXD8 HSD17B4 HSPA4 IFNA21 IL34 INTS13 ITGA9 IVNS1ABP KAT2B KCNH5 KCTD13 LANCL3 LEMD3 MDN1 MEI4 METTL15 MGAT4A MIX23 MKX MMP12 MPDU1 MRPS36 MSR1 MTERF2 MTMR10 MYEF2 MYLIP MYRIP NAALADL2 NAP1L4 NDNF NDUFB4 NEK1 NEXMIF NEXN NINL NR2C2 OSR1 OSTM1 PAFAH1B1 PDLIM5 PELI2 PFN2 PGAP1 PKIB PLSCR1 POLR3G PPP1R3D PROS1 PRR15 PRUNE1 RETREG1 RHEB ROBO2 RORA RPIA RPS6KA3 RXFP1 SELENOP SETBP1 SHTN1 SLC19A2 SLCO2A1 SMAD4 SORCS3 SPARC SPARCL1 SPDL1 STOX1 SYCP1 TAOK1 TMEM220 TMOD3 TOR1A TRAPPC13 TRAPPC14 TRIM33 TRPC4AP UBE2N USP32 USP6 WNT16 ZFYVE9 ZNF184 ZNF585A ZNF711 ZRANB3 MIR634 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR634 A1CF AADACL3 AAMP ADAM18 ANKRD40 ARGLU1 ARPC1B ARPP21 ATP2A2 ATP6V0B ATXN1L ATXN7 BLOC1S5 C2orf49 CERK CKMT2 CKS1B CLCN6 CLIC5 CPEB3 CRISPLD2 CTDSP2 CYP2C8 DENND2B DLST DNM1L DYRK1A EEA1 EIF3J EIF4E FAM168B FAM3D FBXW7 FOXP2 FURIN H2AZ2 HMGN1 HMGXB4 HRK HS2ST1 IGDCC4 IRX2 ITGB6 KCNB1 KCNK2 KLB KPNA1 MAP3K1 MAP3K2 MAPK1IP1L MBIP MPP7 MRPS16 MSL2 NPHP4 NPR2 NRXN3 OAZ1 PCGF3 PDCD6IP PDIK1L PFKFB2 PHACTR1 PHIP PPP4R1 PTPN3 RAB11A RAB1A RADX RICTOR SAMD4A SCGN SLC4A8 SLC8B1 SLCO2B1 SNRPE TBC1D8 TBCA THBS1 TIMM9 TTC28 UACA USP10 VASN VGLL4 ZDHHC22 MIR635 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR635 ADRA1A APEX1 BCCIP BTBD1 CCDC6 CCL20 CD69 CMTM6 COG7 COL8A2 DSC2 ENSG00000266560 ESYT1 FAM120C GAB3 GLUL HACD3 HSPA5 IFNAR1 KAT14 KIFC1 KLHL32 KMT2A LRRC8A MAGEA5P METTL8 MPPE1 MTSS1 NAA15 NID1 NXF3 PAFAH1B1 PIGZ PLD1 PLXDC2 PM20D1 PML PRX PTPRM RIT2 RPS6KA3 RUNX2 SELENOH SIDT2 SKI SLC11A2 SOGA1 TAF4B TOP2A UBE2D3 MIR636 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR636 ABCG4 ABRA ACSL1 ADAM22 ADCY9 ADRB1 AMER2 ANKRD44 AP3M1 ARF6 ARID4B B3GAT1 BRINP3 C3orf70 CBLN3 CCDC89 CDC42SE2 CETN2 CHM CHST8 CILK1 CISD1 CNOT6 CNOT7 COLGALT1 COMMD3-BMI1 CROT CSMD3 DCAF5 DCAF6 DCBLD2 DCDC2 DCLK1 DCUN1D4 DLG2 DOCK9 EBF3 EIF5A2 EMX2 EPB41L1 EPHA7 ERC2 FAM172A FAM78A FBRSL1 FCHO2 FGF12 FIGN FREM2 FRMD4B GASK1B GFRA1 GLCE GNB1 GNG3 GRIK2 GRIP1 HAPLN1 HCFC1 HECTD2 HIPK1 HIVEP1 HOXA10 HOXD10 HP1BP3 HTN3 IL20RA INHBB INSYN2B INTS6 IPO8 ITGA9 ITGB6 ITM2C JADE2 JADE3 JMY KCNE1 KCNH1 KCNIP3 KDELR3 KIRREL3 KLF8 KLF9 KLHL18 KLHL29 KLHL5 KRTAP1-3 L3MBTL3 LASP1 LDOC1 LINC03034 LPCAT1 LRIG1 LRRC75B LYSMD3 MAFG MARCHF4 MAST4 MBNL2 MDGA1 MDGA2 MED17 MIER3 MINDY2 MKNK2 MKX MOSPD1 MYORG MYSM1 NCAN NDRG4 NEURL4 NMT2 NPY1R NR1D2 NR2C1 NRXN1 NUFIP2 NUMB NUP50 ONECUT2 P2RX4 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHAC1 PCDHAC2 PCGF2 PFKM PHC3 PIEZO2 PLXNA4 PNPLA8 PPME1 PRLR PSEN1 PTPRA RAB6A RABGAP1L RAP1A RBPJ RCBTB1 RCOR1 RECQL5 RELN RET RICTOR RIMBP2 RIMKLB RIMS1 RIMS3 RNF139 RNF165 ROBO2 RPA3 RPS6KA2 RPS6KA3 RTN3 RUNX2 SAMD12 SAMD8 SAXO2 SCAF11 SCN9A SEMA4A SENP1 SERTAD2 SETBP1 SFMBT1 SFRP2 SGCZ SHISA6 SHTN1 SLC6A1 SLC6A17 SLK SNX4 SOCS3 SOX5 SPECC1L SPSB1 STAM2 STATH TBX15 TCF20 TCF4 TMEM129 TMEM132B TMEM132E-DT TMEM150C TMEM163 TMEM178A TMEM182 TMEM25 TNRC6C TOB1 TPD52 TRIM71 TRIM9 TUB UBE2E2 UBR3 UQCR10 VAMP7 VAT1 VOPP1 VPS53 VSIG10 YEATS4 YTHDF3 YWHAB YWHAZ ZDHHC8 ZFX ZFYVE26 ZNF468 ZNF831 MIR637 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR637 ABTB2 ARFIP1 ASAP1 ATAT1 BMP1 CASTOR2 CDC42EP1 CLEC4D CLVS1 CNN1 CNTNAP1 COL4A1 CPLX2 CRISP2 CRYZ DAGLA DPY19L1 DUSP9 DYRK1B EFCAB13 ELOA FAM131B GATAD2B GIPC3 GPR3 GRIK5 GRM3 HIF3A INAVA INKA2 KCNK15 LZTS3 MAP1A MECP2 MED19 MEF2D MNT MPZ NAA40 NAPA NAV1 NCDN NECTIN1 NFIX NHLH1 NUTM2A NUTM2B PABPC4 PAX2 PAX8 PEX5 PHLPP1 PMEL POLR1D PPP1CA PPP1R1B PPP1R9B RBFOX2 RERE RFX3 RFX4 RING1 RNASE13 RNF111 RUSC2 S1PR2 SCUBE3 SDC3 SEPTIN5 SEPTIN9 SGTA SLC12A7 SLC25A14 SLC25A42 SLC34A2 SLC8A2 SMAD6 SMYD5 SNX29 SOGA1 SORCS2 SOX10 SPN SPRED3 SRCIN1 STRADA TNRC18 TSPAN11 WBP4 WNT7A ZNF704 ZNF853 MIR640 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR640 ABI3BP ADPRM BNIP3 CCNG1 COX7A2 DCAF6 DMAC1 EXOSC3 FAM72A FAM72B FAM72C FAM72D GID8 GIGYF2 GNPDA1 GPM6B HIF1A HNRNPH3 IGF2BP3 ING5 ISCA1 KATNA1 KLHL12 LSM12 MAP3K1 MARK2 NELL1 PHLDA1 PLPP3 PPP6R3 PTPN9 PUS10 REEP5 RNF168 SF3B1 SLC25A46 SOX6 SPAM1 SPINK8 SVOP TADA2B TENT4B TKTL1 TM9SF3 TNPO1 TPT1 TRIM33 USH2A UTP3 VLDLR WARS2 WDR43 ZBTB24 ZFP91 ZNF157 ZSWIM5 MIR641 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR641 ACYP2 ADAT2 AFF4 AFTPH AMOT ANKRD13C APOOL ARHGAP32 ARID5B ATP6V1C2 ATP9A ATXN3 B3GALNT2 B3GLCT BCL2L11 BDP1 BNC1 BRAP BRINP3 BTLA C10orf88 CAMTA1 CCDC6 CDK8 CDKL5 CGGBP1 CNOT6 CNOT9 CNTN1 CNTNAP2 COL24A1 COL4A3 COLEC12 CPED1 CREBZF CSNK1G3 CSNK2A1 CYSLTR1 DAAM1 DBT DCUN1D5 DDX3X DDX5 DENND11 DENND1B DEPDC1B DNAJC27 DOCK9 DOK6 DTWD2 DUSP3 EBF1 EEIG2 EFCAB14 EFNB1 EIF4A2 EIF4G2 EIF5 ELAVL4 ELOVL6 ENPEP ERLIN2 FAM220A FAM47B FAT1 FEM1C FNIP1 FZD8 GABRB2 GBF1 GEM GNAQ GNG12 GORASP2 GPALPP1 GPATCH2L GPC5 GRIP1 GRK3 HOXB2 HP1BP3 HSF5 IFFO2 IL17RA INO80D IPO7 IRS2 IRX5 ITGA9 ITGB8 KCNB1 KCNJ2 KDM5A KIAA1143 KIAA1549 KIF13B KLF12 KLHL28 KLHL32 KLHL8 KPNA2 LAYN LEKR1 LHX6 LIN28B LPCAT2 LRATD2 LRP6 LRRC2 LRRC8B LRRC8C LRRTM1 LXN LYSMD2 MAGEE1 MAL MAL2 MAN1A1 MAP1B MAPK10 MAPK8 MAPK8IP3 MARCKS MARCKSL1 MAX MBNL3 METTL21A METTL8 MINDY2 MMD MRTFB MYH10 MYOZ2 NBN NCBP1 NCOR1 NEO1 NR4A3 NRG2 NRIP1 NUFIP2 NUP62CL NUS1 OMG OSBPL8 OTUD4 PAK2 PAK5 PALS1 PAM PARD3 PCDH9 PCDHA2 PCSK2 PDCD4 PDE3B PDE4D PLA2R1 PMAIP1 PODXL POLR3D PPP3CB PPP6C PRKACB PROSER2 PRPF4B PRSS12 PTGR1 PTGS2 PTPDC1 PTPN4 PTPRG PUS10 RAD21 RAPGEF6 RBMS3 RCOR1 RELN RFX7 RGL1 RIMS1 RMI1 RNF145 ROBO1 ROR2 RPIA RPS6KA4 RPS6KB1 RRS1 RSPRY1 SATB1 SBNO1 SCGB2A2 SCN2B SDR42E1 SEC14L1 SECISBP2L SELENOP SEMA3A SERPINB9 SERPINI2 SETDB2 SIAH2 SLC10A7 SLC39A11 SLC4A7 SLC4A8 SMIM13 SNRK SNX2 SNX9 SOS2 SOX6 SRP72 SRSF12 STAM STC1 STEAP4 STRN3 SYT6 SYTL4 TCTN2 TGFBR1 TGFBR3 TLNRD1 TMEM263 TMEM47 TNFRSF21 TNPO3 TP53INP2 TRIM10 TRPS1 TRUB1 TTC14 UBE2D3 UBE2V2 USP33 USP37 USP44 UTRN VEZF1 WAPL WBP4 YWHAB ZBTB41 ZC3H12C ZC3H18 ZCCHC4 ZDHHC15 ZEB1 ZFAND5 ZFHX3 ZHX1 ZNF106 ZNF519 ZNF677 ZNF714 ZNF804A ZRANB2 MIR642A_3P_MIR642B_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR642A_3P_MIR642B_3P ADORA2B AFF4 AGO4 AMHR2 ANO5 AP1S3 ARL6 ARSB ATG12 ATP8B1 BASP1 BAZ1A BCL2L2-PABPN1 BCOR BEND4 BEX4 C5orf15 C6orf89 CACNA1G CBL CCDC144NL CD200R1 CDH22 CENPE CEP57 CEP63 CHST1 COMMD2 COPS2 CPLX2 CSMD1 CXCL3 DCN DENND2D DHX32 DIP2C EDDM3A EML6 ETNPPL EXOG FAM13C FLT1 FRK GAB1 GCLM GOLGA4 GPC6 GTF3C4 GTPBP10 HNRNPU IFNA8 IFNG ILDR2 IQGAP1 JPH1 KRT75 LEMD3 LRIG3 LRRFIP1 MARCHF6 MEIS2 MMP10 MTMR7 MYO5A MYOF NCAPG2 NCOA7 NCOR1 NDUFA4 NIPA1 NIT2 NNAT PABPN1 PCDH12 PCDH18 PDCD10 PGR PMS1 POFUT1 POU2AF2 PPM1A PPP2R1A PPP2R2A PRIM1 PROX1 PTPN5 PTPRG QPCT RAB28 RAD51B RHOT1 RNF11 RNGTT RSBN1L SCARB2 SCN3A SEPTIN3 SEPTIN7 SERP1 SERPINE1 SFT2D1 SH3RF1 SKP1 SLC35F2 SLC4A8 SLITRK4 SLX4IP SMOC2 SOD2 SPESP1 SPRED1 SPRY1 SRGAP1 SYNCRIP SYT17 TEAD1 TMED4 TMEM116 TMTC2 TP53BP1 TPH2 TPPP TSPAN12 TXNDC15 USP25 USP27X VGLL3 VKORC1L1 VPS26B WAPL YLPM1 YRDC ZEB1 ZNF177 ZNF350 ZNF449 ZNF559-ZNF177 MIR642A_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR642A_5P APMAP ARHGAP39 ARIH1 ARL11 ARRDC3 BBS9 BDH1 BRD2 BRINP3 C1GALT1 C21orf91 CHL1 CLCN3 CMTM4 DTHD1 EEF2 EPM2AIP1 ERBB4 FAM199X FAM78B FLVCR2 GAD1 GALNT7 GCSAM GDA GJA5 GTF2H1 HECA HECTD3 HM13 HTR1F IL5 INA INO80 ITPRIPL2 KAT2A KCNQ2 KCTD8 KLF5 KLHL23 KRT85 LMO4 LUZP1 LYZL1 MAP3K2 MAP3K7 MBNL3 MEF2D MFSD4A MSI2 MTRFR MTX3 NCK2 NLRP5 NSL1 PCNP PLPPR4 PPARGC1A PRKCD PTK7 PTP4A2 PXK RAMAC RASSF10 SEC24A SIX3 SMCO4 SNX3 SOHLH1 SOWAHA SP8 SPINT2 SRSF6 STRAP SUZ12 SZRD1 TANC1 TM9SF3 TMEM81 TNFRSF13B TNS1 TRPM8 UBR5 UFM1 ZBTB20 ZNF25 ZNF37A ZNF705A ZNF728 MIR642B_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR642B_5P AAK1 ABL2 ADCY6 AKAP1 ALPL ANKMY2 AP1S2 AP3M1 ARHGAP5 ARRDC3 ASPH ATXN7L3 BBIP1 BRINP3 CALM2 CTNNB1 DACH1 DMTF1 DNAH9 DYNC2H1 DYNLL1 EIF1 ELK4 GABPB2 GAN GPATCH2L GRIA4 HAPLN1 ITPR1 JAG1 JAK2 KCNJ2 KDM3B KIF5C KLF3 LATS1 LDHA LIN28B MCEE MTX3 NALF1 NIN NPTX1 ORMDL3 PCTP PDZD8 PHACTR3 PPM1K PRAMEF18 PRDX6 PRKRA PROSER1 PTGER2 RAP1B RBM27 RFXANK RHOBTB3 ROBO1 RREB1 SEC24D SERINC3 SIRT1 SLC12A5 SLC30A9 SLC35B3 SP100 TENT4B TNS1 TRA2B WDR45B YTHDF3 ZMYND11 ZNF521 ZNF544 ZNF800 MIR643 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR643 ACKR4 ADGRL2 ANK3 ANKS1B BAG2 BMP8B C5orf24 CACNA1B CCDC138 CD2AP CDC37L1 CDK15 CDKL3 CIT CLK2 COG5 COL13A1 CTBP2 CYREN DNAJC28 ELAVL4 EREG F5 FSBP GATA6 GRID1 HOOK3 JADE2 KALRN KCNJ15 KIAA1328 LHX8 LONRF2 LYRM7 MAP2K6 MSRB3 MYH11 PAFAH1B2 PDE1C PDZD7 PIGF PLXDC2 PRKD3 RAB18 RAB27B RAB33A RAD54B RB1 SLC36A4 SNHG32 SOHLH2 SPTY2D1 STIL TAFA2 TBR1 TERF1 TRIM61 TRMT9B TXNDC9 USP3 WDR33 ZNF330 ZNF449 ZNF569 MIR644A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR644A ARL8B B3GNT9 BCAP29 BMP4 CCDC92 CDK6 CDKL1 CHMP7 CHP1 CREBRF CTBP1 CX3CR1 CYP2S1 DAB2 DNASE1L1 DYNLL1 EEA1 FABP2 FAM131A FOXP3 FXYD3 GPRC5B GRID1 GRIK2 KCNIP4 KIAA1549L KLF7 NF1 NFAT5 NLGN4X NR3C1 NRBF2 OPCML PARP12 PAX3 PDP1 PITX2 PJA2 PODN PPP1R7 PRPS2 PSEN1 PTPRR PURA PXDNL RNF130 RNF41 RTN4 SCN2A SHB SMARCC1 SPAG8 SPRED2 TFAP2B TLX1 TMEM123 TSPAN7 TUBGCP4 URGCP VIPAS39 WDR44 ZNF697 ZSWIM6 MIR645 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR645 AMD1 B3GALNT1 CCDC66 CCL5 FAM53B GCA GJC1 HDAC6 HECTD3 LAMTOR3 LIX1 MBTD1 MCFD2 MEF2A MINDY2 PDZD8 PHYHIPL PLAU PLEK POLR1F PPIE PPM1E RAB12 RAB22A SCD SLC8A1 SMARCA1 SUGP2 SYNGR3 TBC1D20 TMED7 TMEM267 TTC21B UBA2 UGT2A3 XPO1 ZFAND3 ZMYND8 ZNF521 ZNF570 MIR646 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR646 ABCF3 ACACB ACVR2A ADORA2B ADRA1A AGO2 AHCYL1 AKAP12 AKAP6 AKT3 ALK ANKS1A ANLN ANOS1 ARMH4 ASAP1 ASH1L BAG3 BCL2 BIN1 BTF3 BTRC C2orf72 CAMSAP2 CASR CBX5 CCND2 CCND3 CCNE1 CCNE2 CCNYL1 CDC27 CDCA4 CDK5RAP1 CDK6 CDK8 CDS2 CEP350 CKAP2L CMC4 CMPK1 CNNM3 CNOT6L COL7A1 CPEB2 CREBL2 CREBRF CRYBG1 CYP26B1 DCAF17 DCAF8 DCC DCLK1 DENND1B DESI1 DHX33 DIPK1A DKC1 DLC1 DLG3 DNAJA2 DNAJC16 DSE DVL1 E2F7 EIF5B ELL2 ELOVL5 ELOVL7 EPHB2 ERI2 FAM135A FAM168A FAM171A1 FAM199X FBXO33 FBXW7 FCHSD2 FGF2 FGF7 FHIP1A FKBP1B FNDC3A FOSL1 FOXK1 FRY G2E3 G3BP2 GABARAPL1 GABRA1 GAL3ST3 GAN GAREM1 GLCE GNG2 GOLIM4 GRK3 GRM7 GTF2H1 HECTD1 HERPUD2 HOXD1 HSPA8 HSPG2 IGF1R IL17RD INSR INSYN2A IPO7 ITGB8 JAZF1 KANK1 KCNJ2 KCNQ5 KIF13A KIF16B KIF1C KIF21A KIF3B KIF5A KIF5B KLHL2 KPNA3 LATS2 LHX1 LMAN1 LPAR3 LPIN2 LRP10 LUZP1 LYPLAL1 MACF1 MAP2K1 MAP3K7 MAP7D2 MEX3C MFAP3L MGAT4A MOV10 MPZL1 MTAP MTMR10 MTOR MYCL N4BP1 NAA15 NAA30 NECAP1 NECTIN3 NEXMIF NFE2L1 NKD1 NR2E1 NUP160 NXPH1 OCRL OMG P2RY12 PACRG PAFAH1B1 PAM PAPPA PARD6B PDAP1 PDE4A PER1 PI4K2B PIF1 PIK3C2A PIK3R1 PIP5K1B PLEKHA3 PLPP3 PNRC2 PPARGC1B PRR11 PRR3 PTCD3 PTPN3 PTPN4 PURA PURG RAF1 RASGEF1B RBM47 RCAN2 RCE1 RECK RFX3 RICTOR RNF111 RNF144B RTN4 SALL1 SALL3 SCRN1 SDF2 SEC24A SEL1L SESTD1 SETD5 SFXN1 SLC11A2 SMURF1 SMURF2 SOX5 SREK1 SRPRA STOX2 SYDE2 TBC1D8B TBL1XR1 TEPSIN TFG TFPI2 TIGAR TIMM10B TMCC1 TMEM100 TMEM245 TNPO1 TNRC6C TPCN2 TRIM36 TSC22D2 TTC33 TXLNA UBE4B UBN2 UFC1 UHMK1 UNKL USP25 VEGFA VPS11 VPS25 WDR43 WEE1 WSB1 XPO4 ZFHX4 ZNF236 ZNF367 ZNF622 ZNF697 ZNF827 ZNRF3 MIR647 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR647 ABCC9 AFF3 ALCAM ALOXE3 AP5M1 ARID1A ARNT ASPH ATP8A2 BARHL2 C1orf122 C1orf127 C9orf153 CADM3 CCDC28A CCDC6 CDIP1 CELF4 CEP350 CPEB2 DCX DESI1 EAF1 EFEMP1 ELOC ENSG00000215022 EXOC5 FAM149B1 FBN2 GABRB2 GRIA2 GSDMB HNRNPF ICOS IFIT2 INSYN2A KCNB1 KIAA0930 KIAA1143 KIF26A KPNA1 LCP1 MDM1 MYBL1 NFATC2 NIPBL PCGF6 PLCL2 PLD1 PLEKHS1 PML PPP1R14D PRRX1 RNF165 RNF208 RSPRY1 S1PR5 SCN8A SEC14L1 SLC44A1 SLC7A1 SLC9A6 SMCO1 SMURF1 SRF SS18 SYVN1 TBC1D16 THOC5 TMEM143 TMEM91 TRABD2B TRAK2 TUBB6 UBE2Q2 UPF3B WASF2 ZBTB37 ZBTB41 ZBTB44 ZC3H7B ZDHHC14 ZFAND3 MIR648 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR648 ADIPOR1 AKAP10 ARFGEF1 ARHGEF38 ARL15 BAGE2 BTBD7 CARMIL1 CASZ1 CDYL CSMD3 CXCL12 FUT9 GARRE1 HBP1 IMPDH1 IRX4 ITSN2 KCNE4 KIF13A LRRC8A MBD5 MBD6 MBNL1 MEIS2 MMP16 MYO1A NUFIP2 ONECUT2 PANX3 PLD5 PLEKHG7 PRKCI PRMT3 PTPRB REEP3 RFX7 RHEBL1 RNF19B SATB2 SHANK1 SLC2A13 SLC35F1 SLC35F3 SYNPO2 TKTL2 TMPO WDR45B WWP2 YAP1 YES1 MIR649 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR649 ACER3 AKIRIN2 API5 ARFGEF1 ARHGAP32 ARID2 ARID4B ATP5IF1 BACH2 BICRAL CACNA1H CAND1 CCDC6 CCDC88A CCNG2 CDK1 CFAP418 CHL1 CHRDL1 CKAP2 COPS7B CORIN CPNE4 DCTN4 DENND1B DICER1 DIPK2A DNAAF6 FAM104A GALNTL6 GAPVD1 INPP5K KDM7A KITLG KMT5A KPNA1 LHX6 MARK1 MARK3 MEX3C MLANA MOB1B MRPL43 MYOT NAA20 NDUFA5 NEUROD6 NUFIP2 P3H2 PHC3 PHLDB2 RAB14 RAP1B RFPL1 RFX7 RPRD1A SENP5 SLC2A4RG SNRPD1 SPRED1 SPTY2D1 STAG2 STT3A TFCP2 TMEM181 UBE2E2 VGLL4 XIRP2 ZC3H12C ZNF281 ZNF595 MIR6499_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6499_3P ADGRG2 AJUBA AP2B1 API5 ARFGEF2 ASXL1 B3GNT4 C14orf132 C2CD2 C2orf15 CACNB2 CAPN6 CCDC144NL CD160 CDH13 CHD1 CRP CSTF2 CTTNBP2NL DAAM1 DENND4C DIXDC1 DLG2 DLL1 E2F3 ELL2 ELMOD1 ELOVL6 EMILIN2 EML5 EPB41L5 ESR1 FUT8 FUT9 GABRA3 GATM GCSH GMFB GPR158 GPRASP3 GRID2 GRIN3B GRINA GSG1 GUCY1A1 HACE1 HIPK3 INPP5A JPH3 KHDRBS1 KIFAP3 KLF10 LIX1 LRRTM4 LYST MAP3K11 MAP3K20 MAP4K3 MAT2A MDM4 MEIOC MET MEX3C MTR MTSS1 NAV1 NBPF14 NBPF15 NBPF20 NBPF8 NCOA3 NEXMIF NQO1 NRN1 NUDT9 OSBPL3 PDE4B PDIA6 PHGDH PLAA PMP2 PNMA5 POU3F2 PPIP5K1 PRKCI PTPN4 RAB21 RAB35 RAB6C ROBO2 RORA RPS3 RRAGC SCAF4 SCN1A SGTB SLC12A6 SLC36A3 SLC49A4 SMAD9 SMIM15 SMYD2 SSR1 ST3GAL5 SVIP SYDE2 TANC2 TBL1XR1 TBP TRAPPC10 TRIM48 UBE2Q1 ULBP3 USP33 VGLL4 VWC2L WASF1 WDR82 WSCD2 XYLT1 ZBTB18 ZBTB20 ZBTB21 ZDHHC17 ZFHX4 ZNF154 ZNF480 MIR650 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR650 ADCK1 AGPAT4 ALX4 ATP6V1A ATXN1 BCAS4 BCAT1 C7 CA13 CACNA2D4 CAPN5 CBX6 CEP85 CHD6 CHST2 CNTD1 CREB1 CUL2 DCUN1D1 DHX15 DIPK2B DZIP3 EBF3 EDIL3 EEIG1 EIF4G3 ELL EXOG EXOSC5 F2RL2 FA2H FAM131B FCHSD2 FHIP1A FOXP4 FUBP3 GALK1 GCLM GIN1 HTR3E HTR6 HYAL4 IFT80 ING4 INKA2 INO80D KDM2A KIF1A KLF6 KRT6A KRT6C KRT74 KRTAP4-12 LARP4B LDLRAP1 LINC02914 LMBRD1 LRP6 LRRC59 MBD6 MFHAS1 MITF MMP15 MOB3A MOB3C MTA2 MUL1 MXI1 NCOA1 NCS1 NFASC NHEJ1 NONO NR6A1 NTRK2 PALM2AKAP2 PAPOLG PDE1B PDS5A PIK3C2B PIP5K1A POU2F2 PPP1R9B PPP2R1B PRDM9 PRR3 PTPN7 PTPRJ RAB11FIP4 RAB2B RGS7 RIMS4 RNF144B RNF4 SCN1B SCN8A SDC3 SHC1 SLC25A35 SLC36A1 SOCS3 SPAG17 STAT3 STRADB SYDE1 TBCEL TGM4 THEM5 TMEM100 TRAF4 TSPAN6 TTBK1 U2SURP USP2 VCAN WASF2 MIR6500_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6500_3P ABHD2 ABRA ADNP AKAP11 AMMECR1 ANK2 ANKRD33B AP4E1 BRCA2 C15orf40 CDK17 CDKN2AIP CEP83 DCAF8L1 DEK EMC10 EPHA3 EZR FABP7 FMNL2 FNBP4 FNDC3A GABRG3 GPAM H1-0 HESX1 HIPK1 IFT52 IRF4 KCTD9 KLHL28 LIN28B LRP6 MACF1 MGAM MIA3 MKI67 MPZ MTRF1L NECAB1 NEXMIF NIPBL NR4A3 NWD2 PANK1 PDZD7 PHTF2 PITPNA PNPLA8 PPP6R3 QRICH1 RAB39B RARRES1 RBM46 RGS3 RHOH RIC1 RNF152 RORA SETD2 SLFN14 SRPK2 ST18 STT3B TAFA2 TAPT1 TDRD3 TMEM108 TMEM47 USP46 UTP25 VAMP4 WIPF1 ZFAND5 ZNF117 ZNF268 ZNF28 ZNF468 ZNF684 ZNF730 ZZZ3 MIR6501_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6501_3P ABHD15 ADAM12 ADAT2 ADGRL3 AMER2 ANK1 ANTXR1 ARFGEF1 ARHGAP28 ARNT2 ASPH ASPHD2 ATG14 ATG4C ATP1A2 CHD6 CHD7 CHTOP COL4A3 COMMD8 CREBRF CRIM1 CRIPT CUL3 DCAF16 DCAF7 DGAT2 DIP2C DIRAS2 ELAVL4 ELOVL3 EPM2A ERAP1 ERI1 FAM47E-STBD1 FBXW7 GALE GIPC3 GOLPH3 GRIP1 HECTD4 HEG1 HID1 HS3ST5 IGDCC4 INAVA INPP4B IRS2 KCNK10 KCNMA1 KLHL12 KLRC2 KRTAP4-4 LAPTM5 LDLRAD3 LILRA1 LIN7A LTV1 MAK MAP2 MAP3K9 MAPK14 MCOLN3 MECP2 MICALL1 MID1IP1 MINAR1 MORF4L1 MRTFB N4BP2 N4BP2L1 NAA15 NAT8L NECTIN3 NEK2 NGB NTNG1 OPRPN ORC5 OSBPL11 OTX2 PAK1 PCDHB12 PCDHB7 PDGFC PDIA4 PIAS1 PLOD2 PLS3 PLXNA4 PPP3CA PPTC7 PRKAG2 PRKG1 PTBP3 PTPRE RAB11A RAB23 RANBP17 RAP1A RHBDD1 ROBO2 RPRD1B RXRA RYR2 SCFD2 SEC22A SHISAL1 SHTN1 SIL1 SIPA1L2 SKIL SKP1 SLC13A5 SLC7A11 SORT1 SPAG11B SPATS2L SPCS1 STBD1 SULT2A1 SV2B SVIL TBL1XR1 TDRD7 TET3 TFAM THAP10 TK2 TMEM168 TNFRSF11B TNRC6A TOR1B TPGS2 TRIAP1 TRIO TSC22D3 TSEN2 TSPYL5 UGT2B10 USP5 VAPB VIPAS39 YY1 ZFR ZNF609 ZXDB MIR6501_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6501_5P ABCC4 ABHD15 ADAMTSL3 ADRA1A AEBP2 ALCAM ALKBH4 AMPD3 APBB2 ASAP1 AZIN1 BAIAP2 BEND6 CADM2 CRB1 DAB1 EDN3 EML4 EPB41 EPS15 FABP7 FAM162B FAM47A FAM47B FBXO40 FBXW5 FOXG1 HLF HSPA4L KDELR2 KDM6A KLHL14 KRT3 METAP2 MFSD14B MIB1 NR1H4 NSUN7 PELI3 PGM2L1 PHF2 PHF6 PPP2R1B PREP PRR11 PTEN PTPN5 PTPRJ RBCK1 RBM11 RCOR1 RNPS1 RTL3 SEMA6D SH3BGRL3 SMG1 STK39 TAFA1 TMED7 TMOD2 TRERF1 TRIM60 TRUB1 UGT8 USP30 UTP15 VEGFA ZBTB18 ZC3H12C ZCCHC14 ZFP14 ZNF365 MIR6502_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6502_3P AFF1 ANKLE1 ARMCX4 ASTN2 ATAD2B ATM BTBD3 C6orf62 CACNA1D CAMLG CDHR1 CUL5 DLG3 DSE EDN1 ELL EPHA4 ERCC8 EYA4 FKTN FLRT3 FMR1 FRAS1 GAL3ST3 GPD2 GPR137B HSP90AA1 IKZF2 KRIT1 LAMA1 LRRN1 MATCAP1 MME OSBPL11 PDLIM5 PLAAT5 PMAIP1 PSMD5 PTBP2 PTPN12 RAB3C RGS17 RPS6KB1 SEPTIN8 SRSF7 STX7 SUMO3 TMED5 TRIL YME1L1 ZFR ZNF367 ZNF445 ZNF521 ZNF606 ZNRF3 MIR6502_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6502_5P ADAM12 ADD3 ANKRD42 ARIH1 B3GNT2 CAMSAP2 CPEB2 EIF4E2 ERI1 FAM98A GPD2 HMGN3 HOXB13 HTR5A INSM2 ISLR KCNMB2 LHCGR LRAT MACIR MAN1A2 MAP2 MIER3 MYLK3 N4BP2L1 NCK1 NCSTN NUDT7 OOSP2 RABEP1 RGS8 RNF10 RNF166 SCD5 SLC35A1 SLC6A1 SNAP25 SNX18 TAOK2 TEP1 THSD7A TMEM33 TRABD2B TRIM8 TSPAN7 URI1 VWA2 WNK1 WNT2 XRN1 ZBTB34 ZFHX2 ZRANB1 MIR6503_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6503_3P AK7 CDH26 CFAP65 DICER1 GNG2 HNRNPLL HTR1F ISL1 ITPR1 KIF2A LARP1 LRRC57 MPP3 NLN NUDT5 OR6A2 PABPC1 PABPC3 PHC3 RAB2A RB1 RPL36A SERINC1 SERP1 SLC6A4 SYT13 TRIM62 TRPV4 VPS53 ZFAND3 ZZZ3 MIR6503_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6503_5P AAK1 ADAMTS19 AGO2 ARHGAP17 ATP6V0B BEND3 CCDC25 CFL1 CXCL12 DDI2 DNAJC6 DPH5 ESR2 ETV6 EVC EXOC6 FABP7 FXR1 GABRE GLUD1 HSDL2 ID4 LILRB4 MAX NAV3 NCALD NDRG1 NEDD9 NFASC NR2F2 ONECUT2 PDPR PIP5KL1 RAB30 RAPGEF1 SAMD12 SEC24A SETD3 SGO1 SPIN1 SPTBN1 SUPT7L TDRD6 TENT2 TLN1 TMEM199 TNRC6B TRNP1 TUBB4A UBE2Z UCMA ZNF266 ZNF609 ZNF93 ZNRF3 MIR6504_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6504_3P A4GNT AAK1 ABHD18 ABI1 ABI3BP ABL2 ABTB2 ACP6 ACSL6 ADAMTS3 ADAMTS5 ALDH1A3 ANKRD10 ANKRD22 ANKRD44 ANOS1 APC APPL2 ARFGEF1 ARHGAP12 ARID1A ARID4B ARIH1 ARSJ ASB1 ASPN ATAD2B ATP1A2 BCL11A BMP7 BMPR2 BZW1 C17orf75 C2CD5 CACNB4 CAMKK1 CAMSAP2 CAPZA2 CASK CAV2 CCDC102A CCDC186 CCND3 CCSER1 CCSER2 CDC73 CEP20 CHMP4B CHRNA5 CHUK CLCN3 CNOT2 CNR1 CNST CNTN4 COL11A1 COL4A1 COL5A2 COPS5 CPEB2 CPNE8 CREB1 CSE1L CTDSPL2 CTNNB1 CTSS CTTNBP2 CTTNBP2NL CUL2 CYP20A1 CYP27C1 DAB2IP DCAF7 DCK DHX36 DLGAP1 DNAJC6 DOCK10 DOP1B DYNC1H1 EDDM3A EEA1 EIF4E EIF4G2 EIF5A2 ELF3 ELOVL5 ELOVL6 EMP2 ENSG00000286190 ENTPD7 ERLIN1 ETV1 FAM218A FAM227A FBN1 FCHO2 FGF9 FNDC3B FOXO1 FUNDC1 GAPVD1 GAREM1 GCLC GCLM GFPT1 GJC1 GK5 GLCCI1 GPC6 GPHN GPR180 GPR82 GRIA4 GRIK2 GSE1 HAUS2 HCN1 HECTD3 HIVEP2 HMGB1 HMGB3 HMMR HOOK3 HOXA1 HSPA13 HSPD1 HTATIP2 HYCC2 IDS IFIT1 IGF2R IKZF5 INO80D INPP5B INTS12 IPO4 ITGB8 ITM2B ITSN1 JAZF1 JMY KAT2B KAT6A KCNN4 KHDRBS2 KIF13A KLF4 KLHL24 KLHL5 KRAS LARP6 LATS1 LCLAT1 LCOR LDHD LEMD3 LHX6 LIPF LRP1B LSM11 LSM14A LSMEM2 MAGEA10 MAMLD1 MAN2A1 MAPK1 MAPK10 MAPK8 MAPK8IP1 MARK1 MED13 MEF2C MEGF10 MEGF11 METAP1 METTL15 MIGA1 MINDY2 MOB1B MPHOSPH6 MPP7 MRPL51 MRPL57 MS4A15 MSI2 MSX1 MTCL1 MTM1 MX1 MYOCD NAA16 NAMPT NCAPG2 NCSTN NECAB1 NEGR1 NEK7 NF1 NIF3L1 NLK NPAS2 NR4A2 NT5C2 NT5DC1 NTN4 NTNG1 NUP58 NYAP2 OCRL ONECUT2 OPA3 OTUD3 PCF11 PDE4D PDE7A PDS5B PEG3 PEX14 PGM2L1 PHACTR2 PHF20 PHF6 PLAG1 PLEKHM3 PLPPR5 PNRC2 PPFIA2 PPIE PPP1R1B PPP1R8 PPP4R3A PPP5C PPP6R3 PRDM12 PRICKLE2 PROKR2 PROX1 PRPF39 PRR11 PRR15L PRSS12 PSME4 PTCH1 PTGES3 PTPN13 PTPN9 PTPRA PTPRB PTPRD PTPRJ QKI RAB27A RAB33B RAB5A RAI14 RAPGEF6 RAPH1 RASAL2 RASGRP1 RASSF8 RBM27 RCBTB1 RCHY1 RECK REEP1 RIMKLB RNASE4 RNF138 RNLS ROCK2 RPGR RPS6KA3 RPS6KB1 RRAS2 RRM2 RSBN1L RTF1 SAFB SALL1 SCAF8 SCAI SCAMP1 SCAP SCG2 SCN8A SEC24A SEPTIN7 SETD5 SETMAR SFRP2 SFT2D1 SGIP1 SGK1 SH3BP5 SHANK2 SHISA6 SIAH1 SLC12A2 SLC23A2 SLC27A3 SLC2A13 SLC35A3 SLC7A11 SNX10 SPATA13 SPG11 SPP2 SPTBN1 SPTLC2 SPTY2D1 SRSF10 SS18 SSMEM1 SSR1 ST6GALNAC3 STAU2 STEAP2 STK3 STON2 STUB1 SV2B TAF1 TAOK1 TAX1BP1 TBC1D19 TBL1XR1 TBPL1 TFDP1 TFPI2 TGFB2 TGFBR3 THAP5 TLCD4 TLE4 TMCO3 TMEM221 TMEM230 TMEM236 TMEM26 TMEM59 TMOD2 TNFAIP1 TNFRSF19 TRA2B TRIAP1 TRIM33 TRIQK TSPAN13 TUBB2B UBE2B UBE2D2 UCHL5 VASH2 VDAC1 VGLL4 VKORC1L1 WIPF1 XRN1 YBX1 ZBTB18 ZFP14 ZIC3 ZNF281 ZNF367 ZNF546 ZNF569 ZNF681 ZNF737 ZNF780A ZNF780B ZNRF2 MIR6504_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6504_5P AAK1 ADCY1 ADD1 AGO1 ANKRD36 AP1G1 AP1M1 APPL2 AREL1 ARHGAP21 ATP10B ATP1B4 BAG4 BAIAP2L1 BMF BTBD6 CA10 CACHD1 CAPN6 CCDC186 CLASP2 CLIC6 CLIP2 CLOCK CMTM4 CNN3 CNOT10 CRIM1 CRY2 CSNK1G1 DDX3Y DHCR24 DKK3 DNAJB9 EDAR EIF5 ELP5 EVC FAM107B FBXO17 FYCO1 FZD5 GABRB2 GALNT10 GLDN GPN2 HEMK1 HMOX2 HNMT HSPB6 IDH2 IGFBP5 IL1R1 JADE2 JOSD1 JPH1 KCNK9 KCNN3 KLHDC3 LDLRAD3 LEMD2 LEXM LMX1B LRGUK LZTS1 MECP2 MFSD11 MMD2 MRPL52 MSRB2 MYH9 NDST1 NECTIN4 NR4A3 NUDT15 ODR4 OGT P2RX7 PAN3 PAX5 PCDH20 PHLDB1 PIK3CB PIK3R6 PIP4K2B PLXNA2 PNO1 PPP3R1 PPP4R2 PRDM10 PRDM4 PRR15L PTPRJ PTPRT R3HDM1 R3HDM4 RASSF8 REPS2 RHOF RHOJ RSBN1L SAV1 SEZ6 SH3BGRL3 SIX4 SLC26A1 SLC26A9 SLC36A1 SLC4A8 SMURF1 SORT1 SPRED2 SRGAP2 STK38 SUMF2 TANC2 TBC1D16 TBC1D2B TBL1X TCEANC2 TFCP2L1 TMEM178B TMEM245 TNFRSF25 TRAPPC3L TXNIP UBE2QL1 UBIAD1 VPS33A VPS4A WASHC4 ZBTB3 ZFAND3 ZNF12 ZNF37A ZNF471 ZNF544 ZNF582 ZNF74 ZNF747 ZNF782 ZNF850 MIR6505_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6505_3P AGR3 ALDOC ALG6 ARG2 ARHGEF33 ARL5B ATF2 BAALC BCL9L C3orf14 C4orf33 CALD1 CBFA2T2 CCDC3 CD58 CEMIP CEP350 CHD6 CXCL11 DCUN1D2 DGKH DMRT1 DNALI1 E2F3 EDNRB ENOSF1 FRG2 FRG2C GAGE12D GHITM HACE1 HSPD1 HTR5A IL22RA2 IL2RA ISL1 ITGB1BP1 ITM2A ITPR1 KCMF1 KRAS KRBOX4 LRP11 LRRC40 LYPD1 MAIP1 MAT2A MFSD9 MTHFD1 MYO1B MYOCD NFAT5 NIT1 NSL1 NT5DC1 NUAK1 ODF1 ONECUT2 OTOF P2RX2 PAGE4 PAK4 PDGFRL PDLIM5 POU2AF1 PPFIA1 PRKD3 PRKX PTER RAP1A RBM27 RFXAP RHOA RNF169 RTN3 S1PR3 SGTB SKIL SLC1A3 SLC44A5 SORBS1 SRP68 SRPK2 ST8SIA3 STXBP1 TGFB2 TLCD2 TMEM245 TNKS TOR1AIP1 TRIB2 UBE2J1 VRK2 WAPL YTHDF1 ZFP1 ZNF25 MIR6505_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6505_5P ACOT13 ACTB ADAMTSL3 ADH6 AHR AJUBA ANKRD13C ANKRD55 ANO6 AQP4 ATF1 ATP5MC3 ATXN7 BAG4 BOLL C18orf63 C8orf33 CADM2 CALD1 CAMTA1 CAPN14 CASK CASP7 CCDC126 CDADC1 CDC14A CDCA2 CDH19 CDKL4 CDKN2B CEP152 CFAP77 CHP2 CLASP2 CNBP CNKSR2 CNOT6L CNOT7 COL19A1 COL5A2 CSRNP1 CTXN3 CYB561D1 DAZL DCC DHX15 DLG3 DNAJC10 DNAJC18 DOT1L EAF1 EDIL3 EN2 EPAS1 ETNK1 ETS1 EVI2B FAM217A FKRP FNDC3B FNIP2 FOXJ3 FRMD4B FUT9 GALNT3 GANC GIT2 GLIPR2 GTDC1 GTF2E2 HDAC4 HERC3 HNRNPLL HNRNPR HOXA7 HPS3 IL10RA IL15 ING3 INTS6 KCNN3 KDM4E KLB KLF12 KLF4 KLF7 KRTAP4-11 KRTAP4-7 KRTAP4-8 KRTAP4-9 LATS1 LILRB2 LIMA1 LIN9 LPAR1 LY75 LYST MAN1A2 MBNL2 MBOAT2 MEGF10 MIER3 MTF2 MTREX MYLIP MYLK NBEAL1 NECAB1 NIPAL1 NOTCH2 NPNT NR1D1 NRBP2 NRIP1 NUMB OSBPL3 OTOGL PAIP1 PBK PCDH10 PCDH11X PCDH11Y PCDHB2 PCDHGB7 PCSK5 PDCD4 PFN2 PLEKHA5 PPP4R3A PRDM10 PRKAR1A PTPN4 PYURF RABGAP1L RANBP3L RBP3 REEP1 REEP3 REV3L RGL1 RIOK2 RNF123 RNF128 RNF186 RPAP2 RRAGC RSPRY1 RUNX1 SEMA3A SEPTIN10 SERP1 SERPINB10 SERPINF1 SFXN1 SHE SKI SLC26A7 SLC38A2 SLC39A8 SLC44A2 SMAD1 SNAI2 SNCG SORBS2 SP4 SPHKAP SSBP2 STAT6 STPG2 STRN3 SUMO2 SYT14 TAF4B TAOK1 TBPL1 TCF7L2 TECPR2 TMC1 TMEM135 TMEM230 TMEM68 TRPS1 TSPAN19 TTC29 UBE2D3 UBE2G1 USP14 USP9X WAPL WDR35 XRRA1 ZBTB1 ZFP36L2 ZKSCAN5 ZMPSTE24 ZNF202 ZNF426 ZNF480 ZNF503 ZNF689 ZNF827 MIR6506_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6506_3P DLL1 ERLIN1 FYB1 UBE2G1 ZNF615 ZSCAN31 MIR6506_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6506_5P AAK1 ABHD18 ABHD2 AGAP1 ANAPC16 ARHGEF6 ATXN3 AVL9 BOC C11orf58 C19orf18 CACNA1E CACNA2D1 CALD1 CAMK1D CCNT1 CELF4 CENPU COL4A3 COPG2 CORO1C CPEB1 CTNS CYFIP2 CYP20A1 DOCK5 ESRP1 ETS1 FAM104B FGF11 FNDC9 GGT7 GLCE GPATCH8 GPD2 HIP1 ITGA1 KCNMA1 KIAA1328 KLB LASP1 LETM2 LGI1 LINC02898 LRRC74B MASP1 MAVS MDM1 METTL21A MGARP MTX3 MYCL NAA50 NFATC2 NLGN1 NR3C1 ODF2L OPA3 ORAI2 PATE2 PLA2R1 PLEKHG4B POU4F1 PPIC PRDM5 PRR11 PTAFR PTP4A2 ROCK2 SLC25A23 SLC43A2 SLC7A14 SOGA1 SPATS2 SPOCK1 SPRYD4 STON2 SUDS3 SUSD5 TCEANC2 TCN1 TIMM50 TMEM183A TMEM183BP TMEM37 TMPO TOE1 TRIM49D1 TRMT10C TSPYL6 URM1 VLDLR WDFY1 WDR59 WNT7B WWC2 YME1L1 YWHAG ZNF577 ZNF721 MIR6507_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6507_3P ABCA8 ABCD2 ADCY3 ADD3 AP3B1 APBA2 APLN ARFGEF1 ARHGAP28 ARL17A B4GALT6 BMP4 BNIP2 C1orf21 CBLN1 CC2D2B CCDC117 CCDC24 CDH2 CDK5 CLPX COLCA1 COX5A CPA6 CPD CRADD CXXC4 CYP24A1 DBX2 DCHS2 DCX DDX52 DIP2C DNAAF2 DNAH5 DNAJB11 DOCK8 EBF3 EDNRB EIF2AK3 ELAVL4 ENAH EPHB3 FBXL5 FBXW11 FGG FHIP1B FLT3 GABRG2 GBF1 GCFC2 GPR12 GPR75 GRIK1 GRM7 GSPT1 GUCY1A2 HENMT1 HSD17B13 IER5L ING3 IPMK JMJD1C KCNH4 KLHDC9 KLHL6 LRP12 LRP4 LSM12 M6PR MAIP1 MBIP MCHR2 MED13 MED13L MED14 MYT1L NAA50 NAV3 NEFM NHEJ1 NSFL1C NUFIP2 NXPH1 OXSR1 PDC PGM3 PIK3AP1 PIK3C2B PIP5K1B PLPPR1 PPP2R2A PPP4R1 PRPF40A PRPF4B PSD3 PYM1 RAP1B RCAN3 RERE RIMS1 RUNX1 SACM1L SCOC SEC61A1 SETD9 SHMT1 SHPRH SLC9B1 SOX9 SPATS2 SUN1 TBP TFDP1 TRIM71 TSPYL5 UBE2J1 UNK WNT8B YY2 ZBTB41 ZDHHC15 ZNF704 MIR6507_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6507_5P A1CF AAK1 ABAT ABCG2 ABHD17C ACSL1 ACSL4 ACTL6A ACYP2 ADAM18 ADAM19 ADAMTS5 ADRA1A AFAP1L2 AFTPH AGL AHCYL2 AHR AKIRIN1 ALG10B ALOX5 AMMECR1 ANK3 ANO6 AP4E1 APBB2 APPL1 ARIH1 ARL13B ARL5B ARMT1 ARPP19 ASCC3 ATXN7 BAG3 BBX BICD2 BMPR2 BMT2 BRAF BRIP1 C11orf58 C8orf88 CACNA1C CAMK2B CAMK4 CAMSAP2 CAST CBX5 CCDC182 CCNG1 CCP110 CD274 CD55 CDC40 CDC42EP3 CDK5R1 CDK6 CEP135 CEPT1 CFAP52 CFHR5 CHIC1 CLEC2D CLK4 CMTM8 CNIH1 CNTN3 CNTNAP2 COG6 COPG2 CRKL CSGALNACT2 CSN2 CSRNP3 CTSO CXADR CYP1A2 DCUN1D4 DLG1 DLG5 DNAJC3 DOCK9 DPP9 DRAM1 DSC2 EFHD2 EIF1AX ENTPD7 EPB41L5 EPRS1 ERBIN ERCC6L ERMN F2RL2 FAM107B FAM120A FAM8A1 FAR1 FBXO33 FCHSD2 FGF2 FMC1-LUC7L2 FOXJ2 FPR3 FREM1 FUT9 FZD3 GABRA4 GAPVD1 GBP2 GLRX5 GPR37 GPR85 GRIA2 GRIK1 HACD3 HECTD2 HIF1A HIPK4 HIVEP2 HNRNPF HNRNPR HOOK3 HYCC2 ID2 IDI1 IFNA21 IFNA8 IFNW1 IGSF11 IL2 ITPRIP KCNMB2 KIAA0408 KIF13A KLF9 KLHDC1 KLHL28 KLHL31 KRT71 LACC1 LIN7C LIN9 LINGO2 LPP LRAT LRRN1 LRRTM3 LUC7L2 MAP3K1 MAP3K2 MCTS1 MEAF6 METAP2 METTL7A MFSD8 MICU3 MKLN1 MOB1A MOCS1 MORC4 MSMO1 MTFR2 MYCT1 MYLK MYO6 MYSM1 MYT1 NAA25 NCOA1 NCSTN NECTIN3 NEK7 NEXMIF NFAT5 NHLH2 NIPAL1 NOX1 NR1D2 NUFIP2 OPN5 ORC2 OSBPL9 OTUD4 OTUD6B PACRGL PAK2 PALS1 PALS2 PAPSS1 PCGF5 PCMTD1 PDE3B PDE5A PDE9A PDPK1 PEX3 PGGT1B PHC3 PHF21B PIK3CA PKDREJ PLS3 PLXDC2 PODN POFUT2 POU4F2 PPM1B PPM1F PPP1R2 PPP2R2A PRC1 PRDM5 PRKAA2 PRKG1 PTAR1 PTEN PTGR3 PTH PTPN2 PTPRM PTPRO QKI QRFPR RAB1A RAB27B RABGEF1 RACGAP1 RALGAPA1 RANBP3L RASA3 RBM24 RBM26 RBM28 RBM3 RBM47 RELA REPS2 RHAG RHOB RICTOR RIF1 RIMS2 RLN2 RNF180 RNF217 RNGTT ROCK1 ROCK2 RPAP3 RPS6KA3 RPS6KA6 RWDD2A SAMD12 SAMD9 SCAI SFRP2 SGK3 SGO1 SH3TC2 SHROOM3 SIDT1 SIPA1L3 SLAIN2 SLC1A2 SLC35F5 SLC36A4 SLC4A7 SLC5A8 SLFN12 SMG7 SOGA3 SPAST SPO11 SPOCK1 SPRYD7 SRPK1 SSPN STARD4 STAU2 STK39 STXBP5 SUCLA2 SYAP1 SYT15 TBC1D24 TBC1D30 THOC7 TINAGL1 TMEM14A TMEM183A TMEM233 TOP2B TP53I11 TRAPPC3 TRIM33 TRIO TRMT10A TRPC5OS TSPAN12 TTC30A TUBGCP3 TUT4 UGT1A1 UGT1A10 UGT1A3 UGT1A4 UGT1A5 UGT1A6 UGT1A7 UGT1A8 UGT1A9 ULK2 USH2A USP45 VKORC1L1 VLDLR VPS4B WAPL WARS2 WASHC4 WDR20 XIAP ZBTB1 ZBTB20 ZBTB41 ZC3H11A ZDHHC21 ZFAND3 ZFAND5 ZFP36L1 ZNF117 ZNF131 ZNF254 ZNF333 ZNF354C ZNF366 ZNF43 ZNF486 ZNF652 ZNF699 ZNRF2 MIR6508_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6508_3P AR CA14 CBX7 CCDC71L CD300C CD53 CFAP20 CLDN1 CTNNA2 DENND5A EPDR1 FOXL2NB HEPACAM KIF18A LARGE1 MAP3K19 ME3 NBR1 NOMO1 NOMO2 NOMO3 PARS2 PHYHIP PIGF PLEKHA5 PSD3 RELN RNF44 SARDH SENP1 SERPINA5 SFPQ SLC8A1 SMAD9 SNX27 TAFA1 TGM2 TLN2 TMEM178B TMIE TNIK TUBGCP4 TXLNA VAPA WDFY3 ZKSCAN8 ZNF106 ZNF202 ZNF592 MIR6508_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6508_5P ABHD5 ABRAXAS2 ACER3 ACTR3 ADIPOR1 AHR ALG13 ALG14 ALPL AMD1 AMDHD1 ANKRD34C ANKRD42 ANKRD44 ANKS1B ANO5 ANXA10 APC ARHGAP42 ARID2 ARSJ ASB11 ASTN2 ATP11A ATP6V0D2 ATRN ATXN7 AUTS2 B3GLCT BCL11A BCL2L1 BCL7B BLOC1S6 BMPER BMT2 BOLA2-SMG1P6 BPNT2 BRWD3 BVES C1QBP C1orf185 C7orf31 CA10 CA2 CAB39 CABLES1 CADM2 CALD1 CAP1 CASP8 CATSPERB CBLB CCNG1 CCSER2 CDH26 CDH6 CDK6 CELF1 CELF3 CENPK CEP97 CFAP300 CHERP CHGA CHIC1 CHURC1 CIAO2A CNTN1 COL19A1 CORO1C CREBRF CRYM CTDSPL CUL3 CYFIP1 CYFIP2 CYRIA CYTIP DEFB118 DHX29 DLG3 DLG5 DNAJC27 DUSP16 DUSP18 EIF2AK3 EIF4E FAM118B FAM172A FAM76B FGF14 FICD FLT1 FMN2 FNDC3A FOXI1 FOXL2 FPGT FRMPD4 FRS2 FRY FUT1 GABRP GALNT2 GAS7 GCM1 GDI2 GIMAP1 GIMAP4 GMNC GOLIM4 GPATCH2 GPATCH2L GPD1L GPN1 GRAMD2A GTPBP4 GUCY1A2 HEATR6 HEMK1 HEXIM1 HIF3A HIVEP2 HMGN3 HNMT HOMER3 HOXA1 HSPA4L HSPA9 ICMT IFT57 IKZF2 INTS14 IPO8 JPH4 KCND2 KCNH8 KCNJ14 KCTD5 KDELR1 KDSR KHDRBS2 KIAA1958 KLF10 KLHL20 KLHL7 KMT2A KPNA1 KRT34 LAMC1 LARP7 LCORL LGI2 LGR4 LHCGR LIN28B LIN7A LMNTD1 LPP LRBA LRCH2 LRP8 LRRC59 MAML3 MAP10 MAP2K4 MAP7 MARF1 MBNL3 MED13L MED26 MEMO1 MGARP MIB1 MINDY2 MITF MMRN1 MRAS MRPS35 MTMR2 MTRF1L MUC15 MYH10 NALF1 NANOS1 NAP1L4 NCKAP5 NCOA2 NECAB2 NETO2 NFIB NHERF1 NHLRC2 NID2 NMNAT1 NMT2 NPFFR2 NRARP NSG2 NUCKS1 NXF1 OCRL ONECUT2 OOSP2 OSBPL8 OTUD1 PABIR3 PABPC1L2A PAG1 PAK4 PARP11 PAX5 PCGF3 PDCD6 PDK3 PEDS1-UBE2V1 PEX11A PEX11B PHEX PIP4P2 PLAC1 PLEKHH3 PLPPR1 PPARGC1A PPP4R1 PPP6R3 PRDX6 PRICKLE2 PRKAB1 PRKAR1A PRKCG PRTG PSIP1 PSMA1 PTAR1 PTPN21 PTPRN RAB10 RAB1A RAP2C RBAK RBM41 RCAN1 RHOA RHOBTB3 RIMBP2 RND3 RNF11 RNF111 RNF14 RNF182 RNF24 RORA RPS6KA6 RRP15 RSPO2 RYK SBSPON SCAMP1 SCN3A SDC4 SEC24D SEMA3C SENP6 SEPTIN2 SERINC5 SERPINB5 SGMS1 SH3BGRL2 SH3BP5 SHFL SIX5 SKIL SLC10A4 SLC12A2 SLC26A2 SLC2A13 SNX4 SOCS2 SPATA6 SPG21 SRCIN1 SREK1 SREK1IP1 SSPN STK32C STRN3 SYNPR SYT9 TAF7 TANC2 TBC1D2B TBL1X TCAIM TCF12 TEAD1 TEF TENM1 TERB2 TFRC TGS1 THSD7A THSD7B TMCO1 TMEM127 TMEM168 TMEM38B TNFSF18 TNPO1 TP53INP2 TRERF1 TRIM47 TRIM9 TRPS1 TSPAN12 TTLL7 TTPAL TXLNB TXNDC16 UBE2V1 UBE2Z USF3 USP39 USP45 USP49 VSTM2A VWC2 WDR33 WDR76 XKR7 XPR1 XRN1 YPEL5 ZCCHC2 ZCCHC8 ZEB1 ZMAT4 ZNF131 ZNF460 ZNF552 ZNF652 ZNF681 ZNF772 ZNF793 ZNF80 ZNF850 MIR6509_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6509_3P AASDH ACTR2 ACVR2B ADIPOR2 APBB2 ARHGAP12 ARID2 ARID4A ATG9B ATXN2 BARX2 BASP1 BDP1 BICRAL BLOC1S5 BMAL2 BPIFC C11orf58 C15orf61 C2orf69 C4orf36 CACNB2 CAPN3 CAPN7 CASP3 CDK15 CDK5RAP1 CEPT1 CHST4 CHTOP CLIP2 CLOCK CNOT6 CUTC DAZ1 DAZ2 DAZ3 DAZ4 DAZL DGKG DISC1 EDRF1 ELK4 ELMOD1 EPGN EPHA5 FBXO48 FEZ1 FLI1 FNTB GALR1 GNG4 GPATCH2L GPR12 GRK3 HEG1 HEPACAM2 HESX1 HTR5A IDE IKZF3 ITM2C KATNBL1 KCNC2 KRAS LRP6 LRRC74B LRRC8C LY75 MAU2 MBTPS1 MIER3 MMD MOB3B MRPL43 MTR MYT1 MZT1 NECTIN3 NEDD9 NETO2 NPR3 NRAS PCMT1 PELI2 PHIP PLAC8L1 PPP1R10 PPP3R1 PRDM6 PRKX PTGES2 QSOX2 RAB10 RANBP1 RBMXL2 REPS2 RNF115 RNF121 RNF38 RPS6KB1 RSPRY1 SCLY SCN3A SDHC SDR16C5 SEC22A SHC4 SLC11A2 SLC25A36 SLITRK2 SORBS1 SSPN STEAP4 STING1 STOX2 STXBP1 TBC1D12 TBC1D5 TEC TFAP2D TFCP2L1 TMEM38B TPT1 TRAM1 TRIM8 TSC1 TTC39B USP49 UST WDR38 WNT8A YME1L1 ZBTB41 ZFHX4 ZFX ZKSCAN8 MIR6509_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6509_5P ACYP2 AIMP1 AKAP6 AQP11 ARSB ATP13A3 AVIL BCL7A BHLHE41 CD226 CDH5 CDK5RAP1 CELF1 CELF2 CEP350 CKAP2 CREM DAB2 DHX35 DMAC1 ECT2 EDDM3B EFCAB7 EHBP1 EPC2 ERAP1 ERI2 FAM120B FCHO2 FGF14 GMNC GPR82 HERPUD2 HOXC8 HYCC2 IGF2BP3 IRX3 ITGA9 KCNK2 KRAS LRRC58 MAMDC2 MANEA MAP3K1 MPV17L MYB MYBL1 N4BP2L1 NAALADL2 NAIP NCOA2 NDNF NUDT12 OTC OTUD4 PACRGL PARP8 PCNP PDE10A PI15 PLA2R1 PNPT1 PPM1B PRKG1 RAB2A RAB2B RANBP9 RASGRP1 RGS7BP RNF138 SEC61A2 SEL1L SIRT5 SIX1 SLC9A6 SNAP91 SNCA SNTN SNX10 SUV39H2 SYT10 TAOK1 TMEM14B TMEM14C TRMT1L TTC14 UBL3 USP28 USP38 VNN1 VWA8 WNK3 YBX1 ZMYM1 ZRANB3 MIR6510_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6510_5P ABCA2 ABR ACSL1 ALX4 BAZ2A BPTF CDC34 CDK16 CHMP5 DNAI3 EFS ELOVL4 ERC1 FGFR1OP2 FOCAD FOXO4 FXYD6 G6PC3 GABRE GPC6 GRAMD2B HMBOX1 HYKK IFFO1 IKBKB IKZF5 IL22 IQSEC3 KCNS1 LAMTOR1 LARP1 LDLRAP1 LMNA LTF LYPD8 MAFB MAP1A MAPK1 MRTFA NAP1L1 NCDN NFAM1 NOP9 PAFAH1B1 PDE7B PDRG1 PGF PHF21A PHYHIP PPP1R3D PTGER3 RANBP6 RAPGEFL1 RCC1 REEP2 RNF122 RSPO4 SALL1 SEC24C SEPTIN4 SIGMAR1 SIPA1L1 SLC23A2 SLC25A17 SLC27A1 SLC38A3 SLC7A10 STX7 SZRD1 TFG TGM2 TMOD2 TNFAIP1 TOM1 TP53BP1 TRMT61A TUBGCP4 URM1 USP24 VSIG4 VSNL1 WNT3 ZBTB20 ZMAT3 ZNF213 ZNF704 MIR6511A_3P_MIR6511B_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6511A_3P_MIR6511B_3P ARF3 ARRB1 BLOC1S6 CACYBP CAPZA1 CCNT1 CD200R1L CFAP54 COQ10B DLG2 DNM3 EIF4G2 ENDOV EPG5 EPOP FJX1 FKBP1A FKBP5 GPAT3 GRIA2 HIPK3 KHDC1 KIAA1671 LRRN1 LSMEM2 LYPD6 MAP1B MAPK1 MFAP3L NUFIP1 NUMB PKIB PLCXD2 PPM1A PPM1E RAB2A RAP2C RBL2 RBPMS RTN4IP1 SETD7 SLC2A5 SLC30A8 SLC7A8 SNCA SNX18 TSEN2 UBE4A VPS53 ZMAT2 ZNF107 ZNF135 ZNF189 ZNF229 ZNF493 ZNF74 ZNF780B ZNF781 MIR6511A_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6511A_5P ACAA2 ACSL1 ADGRL2 ADNP AFF3 AFF4 AIF1L AKAP6 ALS2 AMPH ANKRD63 ANKS1B APBB2 ARHGAP1 ARHGEF6 ARID1B ARRDC4 ASAP1 ATP2B3 ATP8A1 BCAS1 BCL11B BMP6 BTBD10 C1GALT1 C1orf74 CAMSAP2 CASP7 CCND2 CDKL5 CEP350 CEP85 CLEC3A CMTM7 CNOT4 COX15 CR1 CRIPT CRKL CUL5 CYP8B1 DCP1B DDX50 DESI1 DESI2 DPF2 DPY19L1 DUOX1 EGR2 EML6 ENSG00000187186 ERAP1 EVI5 FAM83B FAM8A1 FAM91A1 FIZ1 FRAS1 FXYD6 GOLPH3 GPR107 GRIK3 GSS GYS2 HMBOX1 HMGXB4 HPCAL4 IGDCC4 IGFBP3 IKZF1 IL17A INHA INHBC IPO8 JPH3 KCND3 KCNT2 KHDRBS1 KIAA0930 KIF1B KIF3B KMT2A KPNA3 KRT73 LASP1 LIMCH1 LMBR1L LZTS1 MAP2 MAP3K20 MAP3K9 MB21D2 MBP ME1 ME2 MECP2 MED15 MMD MTF1 MYLK3 MYO1C MYRIP N4BP1 NCOA3 NECTIN1 NECTIN3 NEXMIF NKTR NT5E NUFIP1 NUP153 OLFM2 OLFM3 OSBPL9 PACS1 PAK1 PAPPA PARVB PDS5A PLP1 PLXDC2 PLXNA2 POT1 PPP1R13L PPP1R3D PPP3CA RAB3C RBFOX2 RBM3 RBM39 RBMXL1 RCC1L RCOR1 REEP1 RNF4 SCML4 SCUBE3 SERINC5 SERPINB8 SETD9 SH2B3 SIRPB1 SLAIN2 SLC5A9 SLC66A1 SLC9A6 SMAD2 SMARCAD1 SMIM14 SOX6 SPATA18 SPOCK2 SPTSSB SRPRA ST8SIA2 STIM2 STMN2 STOM STRN SUMO3 SV2B SV2C SZRD1 TAF9B TECPR2 TENT4A TF TIAL1 TMEM121B TMEM154 TMX3 TNS1 TP53INP2 TRAF3 TTPAL UBAP2 ULK2 USP46 USP53 UST VAMP7 VCL VPS54 WASF2 WIPF2 WIPF3 YWHAB YWHAZ ZBTB20 ZC2HC1C ZC4H2 ZFHX2 ZIC3 ZMAT2 ZNF652 ZZZ3 MIR6511B_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6511B_5P ABLIM2 ACER3 AGFG1 ANKRD29 BCCIP BNC2 CACNA1E CCDC149 CCND2 CD8B CMTM4 CYP4A22 DEPDC1B DICER1 DLST ENC1 ERLIN1 EXO1 EXOC6B FBXO17 FBXW7 FCER1G FLVCR2 HECTD1 HECW2 IFNG ITGAL ITGB7 KCNA2 KIF3B KLF3 KRT20 KRT76 LRATD1 LRP12 MAF MAP6 MAPK8IP2 MED13 MKNK1 MTREX PACSIN2 PDCD6IP POM121 PRRT2 RAB33A RBPJ RCOR1 RNF39 SCNM1 SFMBT1 SLC25A20 SNX18 SOAT2 SORBS2 SOST TCL1A TDRP TET1 TMEM98 TNRC6B TOGARAM1 TRIM73 TRIM74 TWIST1 UNC5C VAMP3 VIP ZNF117 ZNF254 ZNF273 ZNF280B ZNF384 MIR6512_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6512_3P AAK1 ADD1 ADORA3 AGPAT1 AKAP12 AKT3 ARFGAP2 ARPC2 BACE2 BAGE2 C1QTNF3 C1orf21 CAMK2A CCDC6 CCDC71L CEACAM6 CEACAM7 CHSY1 CMPK1 CROT CUL5 DAB2IP DHX36 DIP2B EFCAB2 EHBP1 EIF2S2 ELP6 ENTPD1 ESRRB EXO5 F11R FAAP20 FABP2 FCHSD1 FGF7 FOXP4 GPLD1 GPT2 IL1RL2 IPCEF1 IRGQ JRK KDM5B KIF16B LASP1 LETM1 LRFN1 LRIG1 LUZP1 MACIR MAGI3 MDM4 METTL13 MMP13 MRPS7 MSANTD4 MTARC1 MYCL NAT9 NPM1 NR3C1 NXT2 OR51E2 ORAI2 OTX2 PCGF3 PDCD4 PHF1 PIK3C2B PLK2 PNKD PSME3 PSTPIP2 RAP1GAP2 RAP1GDS1 RBFOX2 RBMS2 RBPJ RCBTB1 RNF144A SALL1 SAMD12 SDC1 SESN1 SGPP2 SH3TC2 SHISA6 SLAMF1 SLC12A7 SLC19A3 SLC24A4 SLC39A10 SLCO5A1 SMAD4 SMARCD1 SMCR8 SPTSSB SRSF4 STMN4 STON1 STPG4 STRADA SULT4A1 SWSAP1 TM6SF1 TMEM106C TMEM88 TNRC6C TPM1 TRAF4 TRIM8 TSGA10 UBE2D3 UBE2G1 UBE2Q1 UMPS VCAN VPS53 WDR37 WWC3 XRCC3 ZC3H12C ZDHHC2 ZMYM2 ZNF180 ZNF20 ZNF217 ZSCAN29 ZSWIM8 MIR6512_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6512_5P ABHD17B ACVR2B AKAP9 ANKRD46 ARHGAP35 ARID1A ASPH ASPN ATAD2 BBX BEST3 BICC1 C11orf52 C1orf198 CAPRIN1 CASP3 CCNB3 CCNYL1 CDH19 CEBPD CGGBP1 CHL1 CPSF6 CREBZF CREM CRISPLD1 CTNNB1 DCP1A DNAJB6 DOCK11 DPY19L1 DSE ELAVL4 EPHA5 FAM168A FAM241B FBXO9 FGFBP1 FNBP1L FZD5 FZD8 GATA6 GNPNAT1 GRPEL2 GULP1 HK1 HMGB2 HSPA14 HSPD1 IKBIP IMPACT KCNA4 KRIT1 LRRC37B LRRC58 LTN1 MAP4K3 MATCAP2 MEI4 MTF1 MTREX MTRF1L MYBL1 MYH9 MYO5B NECAP1 NF1 NID1 NPHP1 NR3C2 OSBPL6 OTUD4 PAK5 PAPOLA PAPOLG PPM1E PPP4R3B PSD3 PTEN PTPRE PTPRG PYGO1 RAD51 RAPGEF4 RASSF6 RFK RNF125 RPS6KA6 SDC2 SEC24B SEMA6D SHTN1 SIRT1 SLC10A7 SLC30A5 SNRPB2 SPICE1 SPRED1 SREK1 SRSF2 STXBP4 SUGT1 SUZ12 TBX15 TCF7L2 TMEM263 TRDN TRPS1 TVP23B TVP23C UBR3 YAF2 YES1 YTHDF3 ZFP3 ZFP36L1 ZNF493 MIR6513_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6513_3P ABCB5 ACSL4 ADAMTS6 ADIPOR2 AFAP1L1 AKAP4 ANKRD50 ANKRD52 APCDD1 ARHGEF26 ARPC2 ARPP21 ARSJ ATP10A ATXN3 BBOF1 BTG1 CALD1 CALU CAMSAP2 CCDC144A CDH2 CEP57L1 CEP83 CFAP57 CIPC CKAP4 CPEB2 CPEB3 CTCFL CXXC4 CYP20A1 DDIT4 DDX3X DENND5B DIAPH3 DPP6 DST EEF2 ELF4 EPHX4 ERO1B FAM117A FAM172A FAXC FBXO3 FPGT FRAT1 FUT9 GALNT7 GGCT GPM6A GPT2 GSK3B HOOK1 ITFG1 ITPR1 KCNN3 KIAA1549L KLF12 KLHL18 LARP1 LCOR LGALS14 LIN28B LIN54 LINC00452 MAB21L1 MAGI3 MAT2B MB21D2 MCC MEF2C MFSD14A MFSD6 MOB1B MSTN MTMR4 MUC5AC MYO5B NEFH NLK NOL4 NRXN1 NUS1 ONECUT2 OSBPL11 OTUD4 PAQR9 PDE7A PDZD8 PGM3 PHF20L1 PIGG PKNOX1 PPP2R3C PRKAG1 PROKR2 PTX3 QKI QRICH1 RAPGEF6 RBM43 RGS7BP RPAP3 RPE RPE65 RUFY2 RWDD4 RYK RYR3 SALL3 SCN2A SDC2 SIGLEC14 SLC41A2 SLC6A6 SLITRK5 SMARCA5 SPAG9 SYDE2 TAF5 TANC2 TARDBP TASL TCF12 TMCC3 TMEM117 TMEM135 TNKS1BP1 TNPO1 TSPAN5 UXS1 YTHDF3 ZBTB21 ZFAND5 ZIC3 ZMYM3 ZNF367 ZNF398 ZNF470 ZNF577 ZNF586 ZNF664 ZNF800 MIR6513_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6513_5P ADGRG4 ALDH6A1 ALG14 AMER3 ANKRD17 ATP1B4 BPNT2 C19orf84 C2orf83 C6orf136 CADM3 CBLN2 CBX2 CCDC14 CDNF CHTOP CLIP3 CLOCK CORO1C CTNNB1 CUX1 DESI2 DLAT DPY19L1 EPGN FAM114A1 FAM20A FARP2 FBXO33 FOXP1 GABRB3 GOLGA4 GPAM GPBP1L1 GPC6 GPR158 H2AZ1 HAPLN1 HDAC9 HEY2 HOOK3 HSP90B1 IL1RAP IL2 ILDR2 ITPR2 KCTD4 KIAA0930 KLF7 KLRG1 KRT5 LSM1 LUZP1 MAP6 MATN3 MIDEAS MKX MLH3 MOB1A MTF1 NEBL NSD1 PCDHB5 PDK3 PHF8 PLEKHS1 PLN POU2F1 PPTC7 PRTG PTPN2 RALGPS2 RBM18 RBMXL2 RHAG RINL RNF169 RNF24 RPL15 RPS6KB1 SCML2 SF1 SFRP5 SLC25A32 SPRYD7 STC1 TAOK1 TLR8 TMEM178B TMEM212 TNRC6C TRERF1 TSTD2 UBR5 VSNL1 WBP1L YPEL2 ZNF326 ZSWIM9 MIR6514_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6514_3P ACADSB ALS2 APLF ARHGAP12 B3GALT5 BTBD3 BZW1 CCR2 CDH11 CDH13 CEP85L CLCNKA CNTF CPSF7 CSGALNACT2 DCTN2 DPP8 DSG3 ELAVL2 EPB41 ETV5 FAM114A1 FASLG FAXC FGF13 FOXP2 GBP7 HNRNPC HNRNPUL1 HOXA11 IKZF5 IRAK1BP1 KANSL1L KLRD1 L1CAM LAS1L LIPH LRRC75A LRRFIP1 LRRN1 MBNL1 MDGA2 MLF2 NAA25 NDRG1 NELL2 PBX1 PCGF3 PDZRN3 PIAS2 PLCL2 POLH PPM1A PRPF4B RAB1A RAB6B RABGAP1L RSAD1 SLC22A3 SLITRK6 SPEF2 STRN SULF2 SUZ12 SYNCRIP SYT1 UBE2K ZNF543 ZNF608 ZSWIM6 MIR6514_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6514_5P AHCTF1 APOBEC4 ATP1B1 ATP7A COL3A1 CORO2B CSNK2A1 CSTA DNAJB9 FAM117B FAM180A FGF12 FGG FRYL GUK1 HECTD1 HIVEP1 HNRNPU IGFBP1 IRX4 KIAA1549 LRRTM2 MECOM MOSPD1 NDRG3 NKAIN2 NOP9 NOVA1 OLIG3 PDC PEG10 PREX2 PRKCG RB1 RNF169 RPS6KB1 SAMD9 SCAMP1 SH3RF1 SPAG17 SRR STK24 STMN2 TAGAP TMEM236 TP53TG3 TP53TG3B TP53TG3D VPS26A YIPF6 ZBTB6 ZC3H4 ZPLD1 ZSWIM2 MIR6515_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6515_3P ACTG1 ADAM28 ANKRD18A ARFGAP1 ARHGEF33 ARL6IP1 ASB1 ATG4B ATG4C BHLHE40 BLCAP BOD1L1 BRAP BTF3L4 BTG2 C15orf48 C17orf107 C1orf116 C1orf21 CAMSAP1 CAVIN2 CCDC144NL CCDC28A CCER1 CCNT2 CCSER1 CDKN2AIP CHCHD3 CHL1 CHST7 CLDN16 CLSPN CLSTN2 COL15A1 CPD CPM CREB1 CSMD1 CUL5 DCAF1 DDC DDT DDX46 DDX6 DGKH DHRS1 DLX2 DNAJC5G DSTYK DUSP16 ELAPOR2 ELL2 ENC1 EOGT ERRFI1 ESCO1 ETNK1 EXD1 EYA1 FAM168A FBXO32 FBXO8 FER1L6 FSIP1 FUT9 GABPB1 GALNT1 GCLC GCSAML GFOD2 GIGYF2 GJA9 GPR107 GPR173 GRIP1 GRM8 GTF2A2 GXYLT1 HCN1 HECW2 HERPUD1 HIPK2 HMGCR HOOK1 IFNAR2 IKZF5 INO80D JUND KAT2B KCNB1 KDM4C KIAA1210 KIF14 KPNA6 LAMA4 LARS1 LDHAL6B MAGEA12 MAGEB6 MAGI3 MBNL3 MFN1 MIS18A MSI2 MSX2 MTF2 MYBPC1 MYLK3 MYPOP NAP1L1 NAP1L5 NAV1 NFYA NOD1 NR2F2 NSA2 NSD1 NT5E NUDT15 OPHN1 OR12D3 OSBPL6 OTX1 PA2G4 PAK1 PCLO PDGFRA PGLYRP4 PHF20L1 PIERCE2 PLPBP POU4F2 PPP2R3A PRDX6 PRELID2 PRKAG2 PRLHR PRMT6 PSMD1 PTCH1 PURA PXN RAB39B RAPGEFL1 RBM15 RMDN1 RNASEH2B RNF141 RNF149 RPA1 RPRD1A RSBN1 RTN3 SBSPON SEC22C SH3BGRL SLC25A22 SLC2A2 SMIM12 SNCA SNX27 SOS1 SPTLC2 SPTSSB SPTY2D1 SRGAP2 SRSF1 SYTL5 TAOK1 TBC1D23 TBL1XR1 TCF7L2 TECTB THEMIS THSD7A TM9SF2 TM9SF3 TMEM135 TMEM167B TMEM260 TMEM35A TNRC6B TRAPPC13 TRIOBP TRPM7 TULP4 UBE2F UBN1 UGP2 USP12 USP46 VAMP3 VDAC3 VGLL4 VPS72 WDR33 XDH XKR4 YAE1 YAP1 ZBTB20 ZBTB43 ZDHHC21 ZFAND5 ZNF138 ZNF146 ZNF160 ZNF37A ZNF410 ZNF521 ZNF584 ZNF605 ZNF629 ZNF705A ZNF705D ZNF721 ZNF765 ZNF816 ZNF99 MIR6515_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6515_5P ACAN ADIPOQ AK4 AKT1 ANKRD63 ATRX BCL9L CALCR CAMK1D CARM1 CCDC105 CD200R1 CDC27 CNNM3 CNTFR CNTN2 COA8 CUX1 CYP2F1 DYRK2 FAM177B FILIP1L FMNL3 FOXC1 FXN GABRA3 GAS7 GDF11 GFAP GPATCH2L GSG1L GZF1 HIP1 HSPA6 IL12RB2 KCTD14 LINC02693 LPO MUC13 NBPF4 NDUFA4 NDUFC2-KCTD14 NFIC NIBAN3 NOD1 PAQR4 PARD3B PIK3C2B PKNOX2 POU3F3 PROCA1 PRRG3 RAB11FIP5 RAB12 RABGEF1 RBBP5 RBM18 RELCH RHOBTB2 RNASEH2C RORA S100A16 SCAI SERPINA6 SGSM1 SLC38A1 SLC41A1 SMARCC2 SOGA1 ST3GAL1 STC1 STON2 SUPT4H1 SYP SYT1 TAPBP TIMP2 TNFAIP8L3 TNFSF8 TP53INP2 TUBB UBE2D3 UBE4B USP9X VSTM2B WAS WIPF3 WNT2B XPO5 ZBTB20 ZIC4 ZNF750 MIR6516_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6516_3P ABCA8 ABHD16A ADAM10 ADAMTS17 ADCY7 AFF4 ANKRD20A1 ANKRD20A2P ANKRD20A3P ANKRD20A4P ANO3 ANOS1 ARFIP1 ARHGAP42 ARL13B ARRDC3 ATF2 ATL3 ATP2A2 AVL9 BAZ1A CA5B CADM2 CCDC170 CDK8 CDKL2 CHD9 CHL1 CITED2 CLVS1 COL25A1 CSPP1 DCDC2 DDIT4 DDX23 DMD DPY30 DYNC2I1 EIF4G1 EPHA5 ERBB4 FAM133A FAM210B FAM76A FBXO47 FGF18 FUT9 G3BP2 GFM2 GNG2 GOLT1B GPR12 GYPA HACD4 HACE1 HDAC6 HERC1 HIPK3 HMGN4 HTATIP2 ITGB6 JPH1 KHDRBS2 KLHL15 KLHL2 KMT2E LPCAT2 LRP11 LRRC7 MANEA MAP3K20 MARCHF5 MEGF11 METTL15 MINDY2 MMUT MRPS23 MSTN MYH11 MYO5C NAA35 NFIB NR1D2 NRIP1 PARD6B PAX8 PCDH20 PCNP PDE10A PDE1C PHF21A PHTF2 PI4KA POLR3E PPP5D1P PRELID3B PRKAR2B PRKG1 PTGR2 PTPRQ QKI RAB11FIP2 RAD51AP1 RBBP7 RECK RFX7 RLF ROBO2 SAMD12 SH3BGRL2 SMC2 SMURF2 STEAP2 STK32B SUMO4 TAP2 TARP TLK1 TLL1 TM9SF3 TMEM100 TMOD3 TMTC3 TRHDE TRPS1 TSC22D2 ZBTB10 ZBTB20 ZFAND1 ZGRF1 ZNF124 ZNF136 ZNF207 ZNF22 ZNF268 ZNF292 ZNF410 ZNF426 ZNF439 ZNF440 ZNF563 ZNF607 ZNF718 ZNF763 MIR6516_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6516_5P AAK1 ABCE1 ABL2 ADAM22 ADCY2 ADGRE3 ADGRL2 ADNP AGTPBP1 ANK3 ANKRD12 APIP ARF6 ARHGEF2 ARPC5 ARPP21 ASAP1 ASB7 ASCL1 ASPHD2 ATF1 ATG14 ATP2B4 ATP8A1 ATXN7L1 BAALC BBX BCL7A BCLAF1 BICRAL BRCA1 C6orf120 CAMK1D CAPRIN1 CCDC148 CCN1 CD164 CDIN1 CEP44 CFAP97 CGGBP1 CHD6 CHEK1 CHIC1 CHM CLDN12 CNIH2 COMMD10 CORIN CRIPT CSMD3 CSNK1G3 CX3CR1 DCBLD2 DENND1B DIPK1A DTNA DUSP19 EIF4G3 EIF6 ELK3 ENTHD1 ETS2 FAM170B FANCA FASTKD5 FBXL2 FBXW2 FCGR1BP FEM1C FLRT3 FUT4 G3BP2 GDI2 GLP2R GNAI2 GNAL GOLIM4 GOLM2 GPATCH2 GRIA1 GUCD1 HIPK3 HOOK3 ICMT IGF2BP2 INSIG2 INSYN1 IQCK IREB2 IRF2BPL ITCH ITGA6 KERA KIF16B KLF3 KLHL11 KPNA1 LAMA5 LARP4B LRRC15 LRRN1 LSM8 MALT1 MAN1A1 MAP3K13 MDGA1 MITF MVB12B MYOZ2 NDRG4 NEUROD1 NHS NPAT NRG1 NTNG1 NUP160 NUP58 OPN5 OTOR PABPC1L PAIP1 PANK3 PCDH9 PDK1 PDLIM5 PDS5A PF4V1 PIEZO2 PLAGL1 POU2F1 PRKCE PRMT2 PRND PTGER3 PTPMT1 PWWP2A RAB10 RAD50 RARRES1 REV3L RGL1 ROCK1 RTN1 SCAI SCGB2A1 SCOC SEC31A SFXN3 SGIP1 SH3PXD2A SHANK2 SIAH1 SLAMF7 SLC12A6 SLC35E3 SLC35F1 SLC6A15 SLC9A7 SLFN5 SMS SSBP2 ST3GAL6 STK38L STK39 TENT4B TENT5A TEX9 THAP9 THEM4 TIMELESS TMPO TNKS2 TPP2 TPT1 TRAF3 UCP3 USP25 USP9X WIPF3 XDH XPO4 ZFP36L1 ZNF106 ZNF268 ZNF304 ZNF385D ZNF480 MIR651_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR651_3P A1CF AAGAB AAK1 ABCC9 ABCD3 ACBD3 ACBD5 ACIN1 ACSL6 ACTR2 ADAMTS6 ADAR ADAT2 ADCY9 ADGRL3 AFAP1 AFAP1L1 AFF1 AFTPH AGO1 AGPAT3 AK9 AKAP8 AKT3 ALDH1B1 ALDH6A1 ALG9 ALKBH5 AMER1 AMER2 AMMECR1 AMOTL1 ANKIB1 ANKRD10 ANO1 ANO5 AP3M2 APAF1 APLP2 ARF3 ARF6 ARHGEF38 ARID1A ARIH1 ARMC8 ARNT ARNT2 ARPP19 ARRDC3 ASCL1 ASH1L ASPHD2 ATG3 ATG5 ATOSA ATP1B1 ATP1B4 ATP6V1A ATP8B1 ATPSCKMT ATXN1L ATXN3 AZI2 B3GALNT2 BAZ2B BBOX1 BCAT1 BCHE BCL10 BCL11A BCL11B BCL2L2-PABPN1 BECN1 BEST3 BICRAL BIRC3 BLCAP BMAL2 BMPR2 BNC2 BOD1L2 BPNT2 BRINP1 BRWD1 C11orf87 C12orf29 C16orf82 C3AR1 C3orf38 C3orf70 C4orf51 C5orf24 CAB39L CACNA1A CACNA1C CACNA1G CADM1 CAMK4 CAMKK2 CAMTA1 CAV1 CBL CBX5 CCDC47 CCNB3 CCNDBP1 CCNG2 CCNJ CCNT2 CCSER1 CD164 CD99 CDC42EP3 CDK12 CDK6 CDKN1B CDON CELF1 CEP120 CFAP91 CFL2 CHD1 CHSY1 CILK1 CIPC CLDN12 CLEC2D CLHC1 CLOCK CLUAP1 CMTM6 CNGA3 CNOT6 CNOT6L CNTN4 CNTNAP2 COL11A1 COL1A1 COL25A1 COL3A1 COLCA1 COLEC12 COPA CORO1C CPA4 CPNE8 CPSF6 CPSF7 CPT1A CREB5 CRIPT CRMP1 CSGALNACT1 CSN2 CSRNP3 CTNND1 CUL3 CXCL5 CYP2C18 DCLK1 DCP1A DCUN1D3 DCUN1D4 DCUN1D5 DCX DDAH1 DDX17 DDX46 DDX60L DENND1A DESI1 DGKH DIP2B DISC1 DLG1 DLG4 DLGAP5 DLX2 DNAAF2 DNAI7 DNAJA3 DNAL1 DPP8 DSE DUOX2 DUSP10 DUSP6 EBF3 EDIL3 EDN1 EEA1 EFL1 EFR3A EGLN3 EGR3 EGR4 EHD4 EIF3J EIF4EBP2 EIF4H ELAVL2 ELAVL4 ELFN2 ELOA2 ELOVL2 ELP4 EMP2 EMX2 ENPP3 ENPP4 ENTPD7 EPB41L1 EPHA7 EPM2AIP1 ERCC4 ERLIN2 ESR1 ESRRG ETNK1 ETV3 EXD1 EXOSC7 F2RL2 FAM114A2 FAM135A FAM169A FAM199X FAM234B FANCM FBXL3 FBXL5 FBXO11 FBXO21 FBXO25 FBXO28 FBXO5 FBXO8 FCGR1BP FECH FKBP14 FKTN FLRT3 FMO5 FMR1 FOXK1 FOXM1 FOXN3 FOXO1 FOXP1 FPGT FRMD5 FSD1L FSTL1 FUT8 FXR1 GABRA1 GABRA4 GABRB2 GABRB3 GALC GALNT10 GALNT3 GATAD2A GATAD2B GBP3 GCLC GCLM GCM1 GCSAM GFRA1 GK5 GLIPR1 GLS GLYATL2 GMFB GNB1 GNG4 GOLPH3L GOPC GORAB GPBP1L1 GPC6 GPIHBP1 GPR37 GPSM2 GRIA3 GRIK2 GRIK3 GSK3B GTF2A1 GUCY1A2 H1-0 HCN1 HDAC9 HECTD1 HECW1 HEXIM1 HGSNAT HIGD1A HIPK3 HLCS HLF HMBOX1 HMGCS1 HNRNPA2B1 HNRNPUL2 HOOK3 HOXB3 HSPA13 HSPA9 HTR2C HYCC2 HYOU1 IDI2 IDS IFITM10 IGDCC4 IGF1 IGSF3 IKZF2 IKZF3 IKZF5 IL1RN IL20RA ILRUN INO80D INTS6 IPCEF1 IPO5 IRS1 ITCH ITGAE KALRN KAT6B KAZN KCNA1 KCNN3 KCTD1 KCTD9 KDM5A KDM5B KDM7A KIAA0408 KIAA1217 KIRREL1 KLF6 KLF7 KLHDC1 KLHL13 KLHL14 KLHL31 KMT2C KRAS KRT34 KRTAP4-7 L1TD1 LACC1 LAMP3 LARP4 LATS2 LCORL LEF1 LEPROT LIN28A LIN54 LMBR1 LPCAT1 LPCAT2 LPP LRATD2 LRP11 LRRC41 LRRC8B LRRC8C MAF MAN1A1 MAP3K13 MAP3K2 MAP3K20 MAP3K21 MAP3K7 MAP3K9 MAP4 MAP4K4 MAP9 MAPKAP1 MAPKAPK2 MAX MBTD1 MDGA2 MDM4 MED13L MED7 MFAP3 MFAP3L MGAT4A MIA2 MIER3 MIP MITF MKLN1 MKNK2 MMS22L MN1 MOSPD2 MPP4 MRPL15 MRPL17 MRPS25 MS4A12 MS4A18 MTMR2 MTMR3 MTMR4 MXRA5 MYCBP MYLK N4BP1 N4BP2 N4BP2L1 NAA30 NAA50 NABP1 NALCN NANOG NAP1L4 NAV1 NBEA NCAM1 NCK1 NCK2 NCKAP5 NCOA2 NECTIN3 NEGR1 NEK10 NETO2 NEUROD6 NEXMIF NEXN NFASC NFAT5 NFIA NGRN NHLRC3 NLK NMD3 NPTN NR2C1 NR4A3 NR6A1 NRP1 NRP2 NSF NSL1 NUAK1 NUDT11 NUFIP1 NUFIP2 NUPR2 NUSAP1 ONECUT2 OR12D3 OSBP OTUD4 OTUD6B PABIR1 PABPN1 PAICS PALM2AKAP2 PAPSS1 PAQR3 PAQR9 PARP11 PATL1 PAX5 PBRM1 PCDHB16 PCGF3 PCK1 PCNP PCNX1 PCNX4 PCYT1A PDE11A PDE1C PDS5A PEG10 PELI1 PELI2 PERP PFKFB2 PGM2L1 PGRMC2 PHF20L1 PHF24 PHF6 PHTF2 PIAS1 PICALM PIGA PIGN PIK3C2A PIK3R3 PLAGL2 POGLUT1 POLG POLR1F POLR1H POU2F1 POU3F4 PPM1L PPP2R5E PPP3R1 PRAMEF18 PRAMEF19 PREX2 PRKAR2B PRKCE PRKCI PRKG2 PROSER2 PRPS2 PRR27 PRRC2B PRRG1 PRTG PSD3 PSEN2 PSMD4 PTAR1 PTEN PTER PTMA PTP4A1 PTP4A2 PTPRB PUM2 QKI RAB24 RAB39B RAB3GAP2 RAB8B RAI1 RAP2C RAPGEF6 RASGRF2 RASGRP1 RBFOX2 RBM20 RBP1 RBPJ RC3H1 RERE RETREG1 REV3L RFT1 RFX3 RIC3 RIF1 RIMKLB RIOX1 RIPOR2 RMND5A RNF11 RNF141 RNF2 RNF212B RNF38 RNF41 RNGTT RORA RPRD1A RPRM RRAGB RRM2B RRP15 RSKR RSPH3 RSPO4 RTKN2 RUBCN RUFY2 RUNX1T1 RYBP SALL2 SALL4 SAMD8 SCAI SCML1 SCML2 SCN1A SDE2 SDK1 SEC23A SEC61G SEL1L SELENOI SEMA3C SEMA6A SENP7 SEPSECS SEPTIN10 SERF2 SERINC5 SERPINB5 SERPINB9 SESN3 SETBP1 SEZ6 SF1 SF3B6 SGIP1 SH3RF1 SHANK2 SHROOM3 SIM1 SLC11A2 SLC12A5 SLC14A1 SLC22A15 SLC25A24 SLC27A6 SLC2A13 SLC35E1 SLC41A3 SLC6A11 SLC6A14 SLC6A15 SLC6A6 SLC7A11 SLC7A2 SLF2 SLITRK2 SLITRK4 SLK SMARCC1 SMC2 SMG6 SNRNP48 SNX27 SOAT1 SOCS4 SOGA3 SORBS1 SORCS2 SORCS3 SOSTDC1 SOX5 SOX6 SP4 SPAG9 SPIN4 SPO11 SPRY4 SREK1 SRGAP1 SRL SRP54 SRSF1 SRSF3 SSH2 SSU72 STARD5 STIM2 STK24 STK35 STK38 STON2 SULT6B1 SUPT5H SYN3 SYNPO2L TAB2 TAB3 TAF2 TAF5L TAGAP TANC2 TAOK1 TAPT1 TARDBP TAS2R5 TBC1D30 TBC1D32 TBCB TBK1 TBL1XR1 TBX5 TBXA2R TCF12 TENT5C TET3 TEX12 TFAP2A TGFA TGFBR1 THSD7A TLL2 TMA16 TMCC1 TMEM108 TMEM138 TMEM154 TMEM170B TMEM215 TMEM245 TMEM248 TMEM33 TMEM41B TMEM64 TMF1 TMX4 TNFRSF11A TNPO1 TNRC6B TPD52 TPD52L2 TPM4 TRAF6 TRAK1 TRAK2 TRAPPC2 TRDMT1 TRERF1 TRIM2 TRIM66 TRIM8 TRPM1 TRUB1 TSHZ2 TSPAN6 TSPYL4 TSSK1B TTC13 TTC21B TTC28 TTC33 TTPAL TUBB2B TXNDC16 UBE2B UBE2C UBE2Z UBE4B UBFD1 UBL3 UBN2 UBQLN2 UGGT1 UGT2A1 UGT2A2 UNC119 UNC5C UQCRB USP12 USP32 USP37 USP49 USP6NL USP7 USP8 UTY VANGL2 VGLL2 VGLL3 VPS13A VPS33A VPS53 WAC WAPL WASF1 WASHC4 WDR26 WDR3 WEE1 WNK1 WWC3 XPR1 YWHAG YWHAQ ZBTB1 ZBTB18 ZBTB20 ZBTB41 ZC3H12C ZC4H2 ZDHHC21 ZDHHC9 ZEB2 ZER1 ZFHX3 ZFP28 ZFP82 ZFP91 ZMAT4 ZMYM1 ZNF154 ZNF180 ZNF236 ZNF264 ZNF407 ZNF426 ZNF451 ZNF510 ZNF566 ZNF608 ZNF652 ZNF703 ZNF704 ZNF709 ZNF805 ZXDA ZXDB ZYG11B MIR651_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR651_5P ACBD3 ACMSD AGK ATG3 ATP1B4 ATP5MF BCOR BHLHE40 BIRC3 BMP2K BMPR2 C1orf53 C3orf70 C6orf47 CADM2 CALM1 CAPS2 CATSPERB CAVIN4 CBX5 CD8B CDCP1 CDK12 CETN3 CFAP418 CFL2 CHD6 CNKSR2 CNTNAP2 CSE1L CTSS DACH1 DCTD DEFA4 DEPDC7 DTD1 ELAC1 ENOSF1 ERCC8 FKBP5 FKTN FMN1 FUT9 GALNT1 GATM GFRA1 GHR GMFB GTF2H3 HBS1L HSPH1 KCNC2 KCNV1 KIAA1671 KICS2 KLLN LPP LRP6 MAD2L1BP MAP3K2 MEIOC MEMO1 MLLT3 MOSPD2 MPHOSPH8 MYO1E NAT2 NIPAL1 NT5DC1 OGFRL1 PDE4D PKHD1 PLCXD3 PNPLA4 PRDM5 PRKAA2 PROX1 PTPN21 PUM1 RAP1B REST RGPD1 RGPD2 RORA RPS23 SART3 SEC11A SEC11C SEC23B SEC62 SFMBT1 SIVA1 SIX5 SLC1A2 SLC4A4 SLITRK1 SMARCA1 SNX20 SORCS1 SPDYE1 SPDYE3 SPDYE5 SPDYE6 SPRR3 STRADB STXBP1 SVIP TM9SF3 TNFRSF10B TNFRSF11A TOX3 TPTE UBE2H UBE2W UEVLD USF3 USP33 WBP11 ZBTB20 ZMYM6 ZNF84 MIR6529_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6529_3P AAK1 ABR APLP2 ARHGEF4 ATP10A ATP6V0A2 ATP9B B3GAT1 BICD2 CABS1 CD160 CHD6 CLK3 CLN8 CNDP1 COQ10A CSRP2 CTNNA2 DDX23 DICER1 EMX2 FAM53A FBXL3 FCGR1BP FGFRL1 GALNT15 GPC6 GPHN GPR85 GSG1L GTF3C4 HAVCR2 HMGN3 KLF14 KLHDC8A KLHL2 KRBA1 MLH3 MYLIP NCAM1 NEXMIF NRBP1 PACSIN2 PALLD PAPOLA PDAP1 PDE2A PHF24 PHTF2 PLCB4 RALGPS1 RBMS3 RIMS1 RIMS4 RPGR SAMD14 SCOC SELE SH3GL2 SLC25A35 SLC2A12 SLC35F1 SLC8A1 SLITRK3 SMAD5 SP4 SPRED1 SPRY2 SPTB STK35 STRIP2 SULT4A1 SUN1 SURF4 TCOF1 TENM3 TSC1 TTC23L UBL3 WDR26 WWP1 YTHDF3 ZBTB43 ZNF518A ZNF586 MIR6529_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6529_5P ANKRD34B ANXA5 AZI2 BBX BTF3 CCSER1 CDKL5 CISD2 CSTF1 DIP2C DNAJC12 FBXO30 FIBIN HDAC9 HSPA9 INPP4B KCNH5 KLHDC9 LZTS3 MAN2A1 MAVS MEX3C MOSPD1 MXD1 NCOA2 NIPSNAP3B NLGN4X PCDH9 PHB1 POLD3 POP1 PRKAG1 PTPN4 PURB PYROXD1 RPAP2 SALL1 SNX16 STC1 TAS2R20 TCF12 THSD7A TMEM248 VAPA WNT11 ZBTB18 MIR652_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR652_3P CSAG1 ISL1 KCTD10 TNRC6A UGT2B4 MIR652_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR652_5P ATF7IP C15orf48 C2CD4A CDC25B CFTR CPEB2 DSG1 EGLN1 FBXO3 GABPB2 GPM6B MACF1 MAP1B MAPK8 MRS2 NDUFAF4 NEMP1 NRBF2 PARP8 PATZ1 PLD6 PPP4R2 PRKCA RAB14 RBPJ SEC14L1 SETD5 SIM1 SLC25A24 SPAG9 TMTC2 TOP1 TRIM2 TSPAN9 UNC79 ZBTB44 MIR653_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR653_3P ABTB3 ACADM AEBP2 AGO3 AGXT2 AHSA2P ALDH1L2 ANGPTL7 ANKRD44 ASF1A ATP13A3 BRD8 C5orf22 CCT6A CERS6 CKS2 CNKSR2 CNTD1 CREBL2 DENND1B DOCK10 DR1 EML4 ENOPH1 EPGN ERP29 ESRRG EZH2 FAF2 FAHD1 FAM133A FAM20C FBXL5 FGF5 FGF9 GABBR1 GNG5 HERC1 HMGCR HOXA9 HPRT1 HRH4 IRF1 IRF8 ITGAX ITPRID2 KCNH5 KCTD16 KICS2 LACC1 LINC02873 MAMDC2 MAP1B MAP3K20 MATR3 MBD6 MINDY2 MTAP NCOA6 NECTIN3 NEGR1 NEXMIF NFAT5 NOD2 NOL4L NR3C1 OMG ONECUT2 OTULINL PAN3 PAPOLG PAQR8 PARN PFKFB1 PHACTR2 PHC3 PLCB1 PLCXD3 POMGNT2 POPDC3 PRDM8 PRICKLE2 PRKAG2 PRKAR1A PRKCH PSMF1 PTPN20 PTPRE PTPRG PURA RASA1 RFX3 RNF6 RNF8 ROCK2 ROR1 RPE RPS3 SAMD4A SELL SETX SLC17A3 SLC4A4 SNX31 SPTBN1 STAG2 STEAP2 SUB1 SYNRG TAF2 TANK TIPARP TMCC3 TMED4 TMEM170B TMEM26 TMEM47 TOMM20 TOX4 TRAF3 TSPAN5 TTC39C TTLL6 UBTD2 ULK2 VAT1L VEZT WDR26 XPNPEP1 YIPF4 YIPF6 YWHAG ZBTB7A ZDHHC17 ZIM3 ZNF329 ZNF551 ZNF74 ZNF773 MIR653_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR653_5P AASS ADD3 AGL ALOX12B ANKRD20A1 ANKRD20A2P ANKRD20A3P ANKRD20A4P ANO8 ARID1A ASB5 BAZ1A BIRC6 BRCA2 BUB1 C4orf33 CALB1 CAMK2B CC2D2B CCER1 CDK13 CEBPG CLINT1 CNTN4 COPS7B CPXM2 CSRNP3 CYP4B1 DACH1 DAPP1 DCUN1D1 DNAAF5 DOCK7 DSE EDNRA EGR2 EIF1AX EIF3A ELOVL3 EMSY FAM135A FAM169A FCGR2B FCHO2 FER1L5 FLRT3 FLT1 FMC1-LUC7L2 GCNT1 GNAL GPSM2 GRIA3 GRIK1 GRK3 GYPA HRH4 IP6K2 IQCB1 IQCJ-SCHIP1 KANSL1 LAMTOR3 LIN7A LMBRD2 LRP2BP LRRC58 LUC7L2 MAN1A1 MARCHF6 MED13 MTMR10 MTTP NAGA NF1 NFIA NKG7 NNT NUP93 NUS1 OSBPL11 PARP9 PBX1 PDE6C PDHA1 PDS5B PHTF2 PLCH1 PPM1L PSMD8 PURB RAI14 RBMS2 RBMX RCOR2 RIMS2 RRH RSF1 SARAF SERP1 SLC12A2 SLC16A7 SLC6A15 SLC7A14 SNRNP27 SOD2 SPOCK3 SPRY2 STK17A SUZ12 TF TIAM1 TIMMDC1 TMED7 TOP2B TRAM2 TRIM23 TTC39B TUBE1 TXLNB UBR3 UGT2B28 USP49 VMA21 ZBTB46 ZDHHC20 ZNF230 ZNF273 ZNF532 ZNF660 ZNF680 ZNF721 MIR654_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR654_3P AGAP1 AGMAT AIG1 ANKRD30A AP1G1 ASH1L ATP2A2 B3GAT1 BCKDHB C2orf69 CCDC148 CENPI CEP128 CEP97 CLGN COLEC12 CYP4B1 DCDC2 DHODH EMP1 FUNDC2 GLRA2 GMFB HAUS6 HDGF ILDR2 ING3 ITCH JAZF1 KCNV1 KLF12 LCE5A LHFPL6 LRCH3 LRP8 MARF1 MB21D2 MCTS1 MR1 NETO1 NRXN1 OSBPL8 PACSIN1 PAFAH1B1 PAPPA PCDH17 PCDH7 PCDHB13 PGBD1 PHIP PLCXD3 PLK4 PLLP POU4F2 PTPRS PUDP QRICH1 RBM41 RBMS2 RDX RFXAP RICTOR RNF145 SIPA1L2 SLC16A1 SLC4A10 SNAPIN SNTB1 SORBS1 SPX STX11 TANK TMPRSS15 TNIP3 WASHC4 WDSUB1 ZCCHC10 ZNF100 ZNF728 ZNF75D ZNF91 MIR654_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR654_5P AGO1 AIG1 ALPK3 AMIGO1 ANTXR2 ATG2A BCL7A BDNF CABP2 CACNA1E CASTOR2 CD2 CISD1 COTL1 CPLX4 CTDSP1 CYB5R3 DBH DCN DDR1 DDX17 DIRAS1 DLK1 EDAR ELAPOR2 ENOSF1 EPHA8 GAPVD1 GEM GLP2R GNAS GUCA2B HAX1 HDAC7 HLA-DQB2 HLA-G HOOK3 IRS1 ITM2C JPH4 KCTD15 KIF17 LENEP LHX8 LMOD1 LRFN2 LRTOMT LSM12 LYRM4 MEF2D MGLL MLEC MOCS1 MRAS MTSS1 MYOCD NFATC3 NOVA2 NREP NTRK2 PAPPA2 PARVA PCDHB9 PDIA6 PELI3 PITPNM2 PPP1R1B PRR14L PRX PTPN23 PTPRN RAB11FIP1 RAB1B RANBP10 RBM43 RPTOR SLC25A42 SLC41A2 SLC6A17 SLC6A8 SMG5 SNRPD3 STK38 STMN2 SUPT16H TCOF1 TGM2 THOC7 TMEM11 TMEM178B TNN TSPAN3 TSPAN9 WDR82 XIRP1 YWHAH ZBTB4 ZFHX2 ZGPAT ZNF275 MIR655_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR655_3P ABCG2 ABHD13 ACER3 ACLY ACSL4 ADAM10 ADAMTS6 ADD1 ADD3 ADM AEBP2 AFF4 AGFG1 AHDC1 ANKRD13C AP1S3 APC APCS APOBEC3A APOBEC3B ARID2 ARID4B ARMC3 ARPP19 ASCL1 ATAD2 ATAD5 ATG14 ATL2 ATP13A3 ATP5MC2 ATXN1L B4GALT6 BAAT BCL2L11 BHLHE22 BICC1 BICD2 BLTP3A BMS1 BOLL BPNT2 BPTF BTAF1 C11orf58 C11orf87 C18orf32 C2orf69 C3orf80 C5orf63 C8orf76 CALU CANX CAPRIN2 CAPZA1 CAPZA2 CASK CBFB CCDC140 CCDC80 CCDC85A CCNG2 CCNK CCNYL1 CCT5 CDADC1 CDH19 CDK11A CDK11B CDK17 CDK19 CDK2AP1 CEBPB CEP135 CEP350 CEP43 CERT1 CFAP20DC CFAP418 CGGBP1 CHIC1 CHIC2 CHN2 CHRNA9 CHSY3 CILK1 CLCF1 CLIC4 CMTM4 CMTM8 CNOT6L CNR1 CPEB3 CPNE8 CPSF6 CREBRF CREBZF CSTA CTDSPL2 CYFIP2 CYP2C8 CYYR1 DACH1 DARS1 DCTN6 DDX3X DENND1B DGKH DMD DOCK9 DPH6 DPH7 DSG3 DTD2 EAF2 EBF1 EFNA5 EFR3A EGR1 EIF1B EIF2S2 EIF3A EP300 EPB41L2 EXOC1 FAM13C FAM168B FAM174A FAM76B FBXL3 FBXO30 FBXO45 FCHSD2 FERMT2 FEZF1 FGD4 FLRT3 FMO2 FMO5 FNBP4 FNDC3B FNIP1 FOXC1 FRAS1 FREM2 FRG2 FRG2C FRMD4A FSD1L FZD4 FZD6 GAS1 GAS2L3 GATB GDI2 GMFB GNAI3 GNE GNPAT GOLIM4 GOLM2 GPBP1L1 GPC6 GPN3 GPR162 GPR85 GRM3 GTF2A1 GTF2F2 GTF2H1 GXYLT1 HCN1 HECTD2 HEG1 HIPK3 HLA-G HMGCR HOOK3 HORMAD1 HSPH1 HTR2C IFNW1 IKZF2 IL17A IL7 ING2 INO80D IPMK IPO5 ITGAV ITGB1 JMY KALRN KANK1 KCNC2 KCNJ13 KCNJ3 KCTD1 KCTD21 KCTD4 KDELR2 KDR KHDRBS2 KIF20A KLC1 KLF3 KLF5 KLHL24 KPNA6 KRTAP4-11 KRTAP4-8 LARP4B LGALSL LMBR1 LMO4 LNPK LNX1 LRCH2 LRP1B LRRC32 MACF1 MAGI2 MAP2K4 MAP4 MAP4K2 MAP4K4 MARCHF6 MBNL2 MBNL3 MBTD1 MCTP1 MDM4 MEPE METTL6 MINDY2 MITF MOB3B MOB4 MPRIP MTDH MTX3 MYF5 NAB1 NAP1L1 NCOA1 NECTIN1 NECTIN3 NEDD4 NF1 NFIB NFIL3 NIPBL NKRF NRG1 NSD2 NTNG2 NUCKS1 NUMBL OCA2 OCLN PACSIN3 PARD6G PATZ1 PBX3 PCDH18 PCDH19 PCDH7 PCYOX1 PHF20L1 PHF21B PHTF2 PIGK PLCXD3 PLPP3 PNISR PNRC1 POU2F1 POU4F2 PPP4R3B PRDM2 PRDX1 PRKD1 PRPF4 PRRX2 PTP4A1 PTPDC1 PTTG1IP RAB10 RAB29 RAB2A RABGAP1 RAI1 RBL2 RBM24 RBM3 RGS4 RGS7 RIC1 RILPL2 RNF111 RNF13 RNF217 RNF44 ROR1 RORA RPRD1A RPS6KB1 RPTN RTN1 SAMD8 SASS6 SATB2 SBNO1 SCAF11 SCAI SCAMP1 SCOC SENP6 SENP7 SESN3 SESTD1 SF3A1 SHPRH SIAH1 SINHCAF SLC16A4 SLC16A7 SLC22A4 SLC33A1 SLC9C1 SMAD5 SMC2 SNAPC1 SNRNP40 SNRPB2 SNX29 SOCS2 SPECC1L SPOCK3 SRF SRSF5 SRSF7 SSB STK38L STRN STXBP5 SUSD5 SYCP2L SYDE2 SYNJ1 SYT16 SYT4 TADA2B TAF1A TAF2 TAFA2 TAOK1 TBL1XR1 TBX18 TCF7L2 TEX261 TLE4 TMEM117 TMEM209 TMEM252 TMEM263 TMOD3 TMTC2 TMX3 TNPO1 TOB1 TOB2 TRAPPC10 TRIM24 TRIM49 TRIM49C TRIM5 TRIM62 TSPAN19 TSPAN7 TVP23B TYW5 UBA6 UBAP1 UBE2E2 UBE2E3 UBE2K UBE4B UBIAD1 UBN2 UBXN8 USP43 USP8 VEGFA VEGFC VKORC1L1 VWC2 WASF2 WDR72 WEE1 WIPF1 WLS XRCC4 YIPF5 ZC3H13 ZCCHC13 ZCCHC24 ZEB1 ZFAND5 ZMYND11 ZMYND8 ZNF107 ZNF236 ZNF281 ZNF33A ZNF492 ZNF503 ZNF521 ZNF527 ZNF572 ZNF678 ZNF711 ZNF77 MIR655_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR655_5P ACBD5 ADGRB3 AGO1 ANGPTL3 ARL8A ARMH3 ARRDC4 ASCC3 C5orf47 CCER1 CEP76 CHTF8 CXCL12 DIPK1A DSTN E2F7 EEF1E1 ENDOU ERLIN2 EVA1A FBN2 FKBP1A FOXL1 FYCO1 GNB1 GPR12 HCN1 HGF HIF3A HLA-DQA1 HTR4 IPO5 KAT6A KCTD16 KDM7A KIF3C KLF12 LRCH1 LRRC34 LRRTM3 LUZP2 LYRM1 MASTL MCCD1 MED13 MSL2 NR4A3 NR6A1 NRBF2 OLFML1 PCDH15 PHF20 PIAS3 PLAGL2 PRKCA PROSER2 PUS1 PXDN RAB7A RAI14 RHOB RNF126 RNF19A RPAP2 SLCO5A1 SMARCC1 SNX4 ST18 SYT11 SYT4 TBX18 TRIM24 TRIO TSN TUSC3 WDCP ZBTB34 ZC3H4 ZFP3 MIR656_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR656_3P AAK1 ABCA5 ABHD10 ABL2 ACSL6 ADGRB3 AEBP2 AKT1 ALG13 ANAPC10 ANKRD18A API5 AQR ARAP1 ARFIP2 ARHGAP20 ARHGAP44 ARHGAP6 ARHGEF11 ARHGEF6 ARID2 ARL13B ARMC3 ATXN2 ATXN7L1 B4GALT6 BACH1 BACH2 BAG3 BDNF BEND2 BICD2 BICDL1 BMP3 BPNT2 BRF2 BTAF1 BTF3L4 C12orf75 C21orf91 C7orf57 C8orf34 CACNB2 CADM2 CADM4 CALCRL CAMK4 CAPRIN1 CAV2 CAVIN2 CCDC169 CCDC88A CCND2 CD44 CDC42EP4 CDC42SE2 CDH11 CDK12 CDKL5 CDKN2AIP CEACAM1 CEBPA CEP104 CEP44 CNTN4 COBLL1 CPEB3 CPEB4 CREB1 CREBRF CUL2 CXCL5 CYP26B1 CYP51A1 CYP7B1 CYP8B1 DACT1 DDHD2 DDX4 DELE1 DENND1B DGKH DHFR DIPK2A DISC1 DLG3 DLL4 DMD DNAJC6 DNPEP DOCK10 DPY19L2 DUSP1 DYNC2H1 EDNRB EEA1 EGR3 EIF4A2 EIF4E3 ELAVL4 ELF1 ENSG00000276759 EREG ERO1B EYA4 F9 FAM107B FAM117B FAM13B FAM199X FAM204A FAM241A FBXO34 FBXO8 FEM1C FGL2 FHIP2A FOXN3 FRMD6 FRY FRYL FUT9 FYB2 FYN FZD3 GABRA5 GAPVD1 GFPT1 GIGYF2 GMPR GNG2 GOLGA8H GOLGA8J GOLGA8M GOLGA8N GOLGA8Q GOLGA8T GPC6 GRHL1 GRHL2 GUCY1A2 HHIP HIGD1A HNF4G HOOK3 HOXA7 HS3ST3A1 HYKK IDS IGF2BP2 IL1RAP IL20RA IL7 INPP5B INSC IREB2 IRF6 ITGB8 JUNB KALRN KAT2B KBTBD2 KCNH5 KCNN3 KDM2A KDM6A KIF13A KL KLF2 KLF4 KRIT1 KRT5 KYNU LARP4 LCORL LEMD3 LMOD1 LPP LRP1B LRRC31 LRRC34 LSAMP MANEA MAT2B MATN3 MBL2 MED12L MERTK MICAL2 MIPOL1 MKRN3 MLF1 MMD MOB1B MOSMO MOSPD1 MRPL57 MSR1 MSX1 MUC17 MYO1B MYOT NAA15 NAPB NBL1 NCALD NCAPG2 NCKAP5 NDUFA5 NEDD1 NEGR1 NEIL3 NEK7 NETO1 NFAT5 NHLRC2 NOL3 NPIPB11 NPIPB5 NPR3 NR4A1 NRXN1 NT5C3A NUFIP2 NXF1 NXT2 OCIAD1 ODF2L OIP5 OLFML2B ONECUT2 OR2L13 PALLD PALM2AKAP2 PALS2 PARD6B PCDH7 PDE9A PDPK1 PHC3 PI15 PIK3CB PKHD1 PLD5 PMP22 PNISR PNPT1 POF1B PPP1CB PPP1R9B PPP2R5A PREPL PRKG1 PRRC1 PTAR1 PTCH1 PTER PTGS2 PTP4A2 PTPRE PTPRM PURA PYGO1 RAB11FIP2 RAB11FIP3 RAB12 RAB22A RAB30 RAI1 RAP1A RAPGEF5 RARRES1 RASAL2 RBM41 RC3H2 RFC5 RFX7 RGCC RGMB RGR RIMKLB RIPOR1 RNF111 RNF217 RORA RRAS2 RRP15 RUFY2 SACM1L SAR1B SASS6 SATB2 SBDS SBF2 SCN8A SCX SEC62 SEC63 SERPINB1 SFT2D1 SGIP1 SGPP1 SGTB SH3BGRL2 SH3RF1 SIK3 SINHCAF SKIL SLC16A7 SLC2A13 SLC2A4RG SLC35G2 SLIT2 SLITRK4 SLMAP SMAD2 SMIM14 SMIM17 SNAP25 SOCS4 SP3 SPATA5 SPEN SPIN1 SPIRE2 SRCIN1 SSH1 SSH2 ST6GALNAC3 ST8SIA1 STEAP2 STK32A STRN STXBP4 SUPT20H SVIP SYN3 TAOK1 TAS2R20 TBC1D19 TBX18 TBX5 TCP10L2 TDRD7 TEAD2 TEC TENM1 TIMP3 TMEM106B TMEM108 TMEM161B TMEM178B TMEM184B TMEM41B TMEM65 TMEM71 TMTC1 TNFAIP3 TNFRSF11A TNS1 TPR TRIP13 TRPA1 TRPM6 TSG101 TTC23L TTYH3 TXLNB UBALD2 UBE2B UGT2B28 USP12 USPL1 UTY UVRAG VAMP2 VPS29 WDR20 WDR43 WDR44 WIF1 YPEL2 ZBTB18 ZC3H12C ZC3H6 ZDHHC15 ZDHHC21 ZEB1 ZFAND5 ZFC3H1 ZFP36 ZNF175 ZNF211 ZNF260 ZNF275 ZNF280C ZNF568 ZNF681 ZNF699 ZNF703 ZNF714 ZNF827 ZNF85 ZZZ3 MIR656_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR656_5P AKIRIN2 ARHGEF15 C15orf32 CALN1 CHMP3 DAB1 DGKK DNAJC14 DPY19L3 ENTPD7 GIMAP4 GLIS3 HIP1R HMGN5 INSIG2 KDM1B KIF9 KRT10-AS1 LRRN3 LYVE1 MAN1A2 NKRF NPTX1 NRG4 PABIR3 PHF24 POLR3D RBM20 RCOR1 RNF103-CHMP3 SHANK2 SON SPRY2 TMEM243 TNFRSF11A UBXN4 ZFP1 ZNF365 MIR657 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR657 AAK1 ARID4B ARSG AS3MT ASIC2 B3GNTL1 BIRC2 BNIP2 BRAP BTBD7 C17orf67 CDC14B CDKN2C CHD2 COPS2 CTNNB1 CUL1 DARS1 DMRT1 DNASE2B DOP1A ELF5 EPB41L3 EPHA6 FIGN FRYL GAR1 GNA13 HERC4 KAT7 KCNAB1 KDM4A KRTAP11-1 LARP1B LEPROT MAPT MEDAG MEF2C MPC1L MRPS6 NR4A2 NT5E PBX1 PDCD6IP POLR3B PRKD3 PROX1 PTPN2 PTPRT PURA RAB2A RTL4 SEPHS1 SH2B3 SMARCC1 SNAPC5 SRGAP3 SULT4A1 TMEM59 TNFSF11 TNKS TRH TTC7A TXNDC16 UBE2D3 VPS53 WFDC13 WIPF2 WT1 ZNF449 ZNF529 ZNF605 ZNFX1 MIR659_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR659_3P ABCC1 ACTN4 ADIPOR2 ADSS2 AGPAT3 ANKH ANKRD13C ARAP3 ARF6 ARFGEF2 ARHGEF10 ARHGEF12 ARID1A ARID1B ARPP21 ATAD2B ATL2 AUTS2 BACE2 BCLAF1 BDNF BMF BMP2K CA1 CABP1 CAPZA1 CBFA2T2 CBLN2 CCNT2 CCNY CDH8 CDK19 CDKL2 CLIC5 CLINT1 CLP1 CLVS1 CNOT6L CPEB1 CRBN CREBRF CREBZF CRIM1 CSGALNACT1 CSNK2A2 CTNND1 CXXC5 DCLK1 DDHD2 DEPDC1 DESI1 DIO2 DOCK9 DOK6 DTNA DUSP10 DYNC1LI2 EDEM3 EFCAB14 EMC4 ENOX2 ENTPD4 EPGN ERF FAM107B FAT1 FBN1 FBXW2 FGD4 FGF12 FGF14 FGF18 FMNL2 FNIP1 FOXP1 FRMD6 FRZB FSD1L GABRB2 GADD45A GATC GDNF GIMAP2 GORASP2 GRIA4 GTF2H1 HDGFL3 HIPK2 HLA-DQA1 HLCS HOXA11 IGF2BP2 IGSF23 IL1RAP INHBB INO80 INSIG1 IRS2 IRX3 ITM2C JAKMIP2 JPH1 KALRN KCTD6 KDM4A KIF13A KLHL42 LDAH LDLR LDLRAP1 LIN28B LMNTD2 LPGAT1 LRIG3 LRP8 LRRTM3 LSM14B LTO1 LYSMD2 LYVE1 MAGI2 MAGT1 MAP7 MAPK9 MARCHF1 MAX MEF2C MFAP3L MIER3 MINDY2 MRTFB NAA15 NAP1L1 NCOR2 NEDD9 NEK7 NFATC1 NLK NOTCH2 NR2E1 NRAS NRBF2 ONECUT2 PABPC4L PCSK2 PDS5B PHF21A PIGC PIGT PIK3C2A PLEKHA2 PMP22 POU2F1 POU2F2 PPP1CB PRKG2 PRPH PRUNE1 PSMA1 PSMD11 PSMF1 PTPN9 PWWP3B PYGO2 RAC1 RALBP1 RANBP9 RBMS3 RGPD5 RGPD8 RICTOR RIMKLA RNF4 RNF6 RYBP SCML2 SCN8A SERPINB3 SERPINB4 SH3D19 SLC12A2 SLC25A24 SLC30A7 SLC35F1 SLC35F3 SLC36A3 SLITRK5 SMARCC1 SMURF2 SNX7 SOCS2 SORL1 SPHK1 SRSF10 STIM1 STMP1 TAPBP TDRD10 TENT5C TFDP2 TMCC1 TNFRSF19 TRAM1 TRAT1 TRUB1 TSC22D2 UBE3C UGCG USP31 WNK1 YPEL2 ZBTB20 ZBTB21 ZBTB34 ZDHHC20 ZNF85 ZNHIT6 ZPBP2 MIR659_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR659_5P AKAP12 AMACR ATRN CEP41 DIS3L2 ECM2 EHD1 FASLG FNBP1 GOLPH3 KLC4 KLRF1 LHFPL3 NUDT3 OPA3 PCSK5 PURA RAB3C RPS10-NUDT3 SHISA7 SLC31A1 SMARCE1 SOD2 STK38L TGFB2 ZNF549 MIR660_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR660_3P ACACA ADD1 AFF1 AIFM1 BAGE2 CABLES1 CACNG8 CAMTA1 CCDC9B CNTFR COL8A2 CPLX2 CPT2 CRELD2 CRKL DGKH DNTT DPP10 DYRK1A EFNB3 EID1 EPHB2 ERG GDAP1L1 GDNF GPD1 GRM1 GTPBP8 HDAC9 HMGB1 HOMER1 HRH2 IGF2 IKZF3 IQSEC2 KCNQ5 KERA KIAA1958 KSR2 LDB2 MBNL2 MICALL1 MMP14 MMP20 MMS22L MYZAP NAT9 NDOR1 NEDD4L NFIC NLGN1 NOL9 NRBP1 ORAI2 PDP2 POGLUT1 PPP1R1B PSG7 QRICH2 RAB3B RALB RASSF1 RGS3 RIMS4 RNF24 RPS3A SAP30L SARM1 SCN8A SLC16A2 SLC35F1 SLC38A5 SP7 SPANXN1 SPANXN5 SPG11 SRP19 STOX2 STT3A SWI5 TCP10L2 TEP1 TMED9 TNFSF10 TNFSF15 TNRC6B TRNP1 TSC1 UBN2 UBR2 VASH2 WDTC1 WNT9B YY1 ZC3H11A ZNF587B ZNF728 ZNF862 ZPLD1 MIR660_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR660_5P ACTRT3 AGPAT5 ALPK1 ANAPC5 ARHGAP36 ARMCX3 CCDC126 CD8A CDH13 CDR2L CENPM CLEC3A COG6 CYP4V2 DCAF12 DNAJC3 ELAPOR2 EPAS1 FOLH1B FUT10 GPATCH2L HIPK1 IRS1 JPH1 KBTBD8 KIF3A KPNA4 LAMC2 LEPR LIMCH1 LMNTD1 LPCAT2 LRIG2 MCPH1 MDM2 MED8 MYH15 NBEA NPAS3 NR3C1 NRCAM NUFIP1 OBI1 OR12D3 PCDH9 PPP6R3 RBBP6 RHOH RMDN1 RRAGC SFXN2 SIM1 SLC10A7 SLC46A3 SMOC1 SPCS2 STMP1 STX16 TFCP2 TMED7-TICAM2 TMEM64 TMEM70 TPD52L2 TRAF6 UGCG UNC79 UPB1 VDAC1 VPS13B WDR36 ZBTB34 ZNF326 ZNF805 MIR661 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR661 AASS ACSBG1 ADARB1 AGFG2 AMACR APOL6 ARHGEF4 ARMC9 ARRB1 ATOH8 ATOSB ATP10B ATP11AUN ATPAF1 BAGE2 BRWD3 BTBD9 C19orf47 C22orf46P C2orf76 CALCOCO2 CARD11 CBX6 CCDC69 CEACAM8 CFAP61 CHRM1 CNBP CORO2A CRTC1 CSAG1 CUX2 DDA1 DNAL1 DSTYK ECE1 ELAVL1 ELAVL3 EXPH5 FAT2 FBXO41 FHIP2B FHL2 FKBP5 FMNL3 FZD4 GALNT9 GAS7 GATA2 GGA2 GJC1 GNAO1 GRAMD1B GRIK3 GRIK5 GSPT1 HOXB1 HSPB6 IL17RA IL23A IQCJ ITPR3 KCNAB2 KCNB1 KCNG4 KCNIP3 KCNJ10 KCNQ3 KCNQ5 KCTD15 KIF1C KLC2 KLRD1 LOXL3 LRCOL1 LYRM4 MAP3K3 MAVS MDGA1 MSI2 MYH9 MYO15B NAA25 NAGA NCCRP1 NCOA1 NDST1 NFAM1 NFIB NGEF NHP2 NLGN2 NMT2 NRXN2 NUDT16 NYX OTX2 P2RX6 PHF12 PIK3AP1 PIK3R6 PIP4K2B PLA2G4E PLEKHA6 POLM PPIE PPM1L PRIMA1 PRKCSH PTK6 PTPA PTPN3 RHBDL2 RNF216 RNPEPL1 RPL28 SAA2 SARM1 SCAMP4 SCD SCMH1 SCRT1 SEMA4G SEPTIN8 SGSH SH3PXD2A SHROOM4 SLC17A5 SLC35E4 SLC38A7 SLC41A2 SMPD1 SNAI3 SORT1 SRGAP1 STK40 STX1B TAF8 TBC1D30 TCTA TMEM104 TMEM248 TMOD1 TMPRSS13 TOB2 TOM1L2 TOR4A TP73 TSC1 TTC28 TTYH3 U2AF1L4 UBE2Q1 UPB1 VASH1 WT1 ZER1 ZFTA ZNF597 ZNF83 MIR662 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR662 C11orf71 SLC41A2 TOMM40 TRIP11 ZNF418 MIR663A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR663A ABO ACSL3 AP5Z1 DPP9 DUOXA2 EEF1A2 ESPN FKBP8 HOXC10 MDGA1 MIA2 NFIX SCRT1 SLC29A3 STPG1 TGFB1 TNFRSF8 MIR663B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR663B ADGRL2 BSPRY C1RL C3orf36 CIC CYTH4 DCX DHRS2 DOCK3 ERF GDF10 GPRIN2 H2AX HERC1 IQSEC2 LRTM2 MAP7D1 MN1 MYO19 NICN1 PHF24 PRR23C PTER RAVER1 RHOF RHOJ SH3PXD2A SLC66A3 SMPD1 SOGA1 STXBP5L SYCE2 TMEM127 TMEM156 TTC23 TTC7B USP47 ZNF436 MIR664A_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR664A_3P AAK1 ABCB10 ABHD11 ABHD6 ABI2 ACSL6 ADCY7 ADCYAP1 ADGRB3 ADGRF3 ADGRG6 ADH4 AFF4 AGFG1 AHCTF1 AK6 ALKBH1 ANKRD28 ANKRD44 ANKRD6 ANO3 APOOL ARFGEF3 ARHGAP28 ARHGAP33 ARID1A ARID4B ARL8B ARMC8 ARMCX3 ARMT1 ASB14 ATP5MC3 ATP6V1B2 ATP8A1 ATXN7 BACH2 BCAR3 BCAT1 BCL2A1 BEND4 BLOC1S6 BNIP2 BRINP3 BRWD1 BRWD3 C11orf54 C12orf29 C15orf32 C18orf54 C1D C1QTNF7 C4orf17 C5AR1 C8orf34 C9orf40 CAVIN4 CCDC179 CCDC81 CCL2 CCNC CCSAP CD163L1 CD8A CDC14A CEP76 CFAP97 CFDP1 CFL2 CHIC1 CNGA1 CNKSR2 CNTN5 COPG1 CORO1C CPE CRY1 CSAD CSMD3 CT47A1 CT47A10 CT47A11 CT47A12 CT47A2 CT47A3 CT47A4 CT47A5 CT47A6 CT47A7 CT47A8 CT47A9 CTTNBP2 CWC27 CYBB CYBRD1 CYP26A1 DBT DCUN1D5 DELE1 DENND1B DENND4A DENND4C DIRAS3 DLC1 DMXL2 DNAJB11 DNAJC1 DRAM1 DSE EBF2 ELAPOR2 ELMOD1 ENAH ENKUR ETNK1 FAM133A FAM133B FAM200C FAM20B FAM83B FAR1 FBXO33 FCRLB FMN2 FOXJ3 FRYL FUT2 FUT9 FZD3 GABRB2 GABRG1 GABRP GAL3ST4 GCSAML GHSR GJA1 GLRA3 GLT6D1 GMCL1 GNG2 GPATCH4 GPC6 GPHN GPR155 GPR180 GPR34 GPRASP3 GTF3C4 GUCY1A2 HAPSTR1 HDAC8 HERC1 HNRNPDL HOOK3 HOXD8 HS6ST3 HTR2A ICOS IFIT5 IFNG IGF2BP1 IGSF11 IL17RB IL1A IMPACT INO80D IPMK IPO7 IQGAP2 IRF2 ITGA2 ITPRID2 JKAMP KCMF1 KCNV1 KDM4B KDM4C KIAA1549 KIAA1549L KIF11 KIF3A KLF12 KLHL2 KLHL4 KLHL5 KMT2A LARP1B LETM2 LGR4 LIF LMO7DN LPP LRP6 LRRC7 LRRC8B LRRC8C LRRCC1 LYPD6 LYSET MAP2 MAP3K2 MAP3K20 MAPK6 MARCHF2 MARCHF7 MBNL3 MDGA2 MED13 MEIOC MEP1A MGST1 MID2 MMP13 MREG MSH3 MSTN MTDH MTERF3 MYH15 MYOG NABP1 NAPEPLD NCAPD2 NCS1 NECAB1 NEK7 NFIB NIP7 NLN NMI NOL3 NPY1R NPY2R NR2C1 NRAS NUDT12 NUFIP2 NUTM1 OGFRL1 OSBPL6 OSBPL8 P2RY1 PALS2 PAX1 PAX3 PCDHB11 PCGF5 PCLO PCTP PDE11A PDE4D PDK3 PDPK1 PHIP PHKA1 PICALM PIGP PIK3CA PLAG1 PLEKHB1 PLP2 POC1B POLQ POLR1B POU3F2 PPP4R4 PRR18 PRSS35 PSMC2 PTER PTGS2 PTP4A2 PTPN2 PTPN4 PTPRC PTPRN2 QKI R3HDM4 RAB1A RAB27B RAB2A RAB3IP RAPGEF6 RB1CC1 RBAK RBFOX1 RBM17 RBM26 RBM41 RELCH REPIN1 RFX3 RFX6 RGS5 RHOT1 RNF157 RNF180 RPAP2 RPP30 RREB1 RRM2 RSBN1 RTN1 SAMD4B SAMD8 SCO1 SEC24C SEC62 SEMA3D SEMA5A SERINC1 SESTD1 SFI1 SH3BGRL SH3TC2 SHB SIMC1 SLC10A2 SLC10A4 SLC10A7 SLC16A7 SLC1A4 SLC24A4 SLC25A40 SLC2A13 SLC35E1 SLC38A2 SLC9A4 SLC9B1 SLITRK4 SMAD4 SMIM14 SMIM15 SNAP25 SPA17 SPATA9 SPCS3 SPRING1 SPSB4 SSH2 SSPN ST8SIA2 STAM STAU2 STRAP STRC STT3A SUCLG2 SYNRG TAF5L TBR1 TBX15 TCEAL7 TCF7L2 TDGF1 TET2 TLR8 TMEM220 TMEM255A TMEM260 TMEM45A TMEM62 TMEM74 TMX4 TNFSF8 TOX3 TRAK2 TRPA1 TRPC5OS TWF1 TWSG1 TXNRD3 UBA6 UBE2D3 UHRF1 URI1 USP25 USP49 UVRAG VDAC2 WDR76 XK YIPF6 YTHDC2 YTHDF3 ZBTB41 ZBTB44 ZC3H12B ZC3H12C ZDBF2 ZDHHC21 ZEB1 ZFP30 ZFYVE1 ZNF268 ZNF274 ZNF280D ZNF334 ZNF354B ZNF420 ZNF423 ZNF506 ZNF532 ZNF565 ZNF570 ZNF600 ZNF626 ZNF680 ZNF682 ZNF704 ZNF710 ZNF782 ZNF84 ZNF888 ZRANB3 ZSWIM2 MIR664A_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR664A_5P AAK1 APPL2 AREL1 ARHGAP21 ATP10B ATP6V1C2 BAIAP2L1 BTAF1 C15orf40 CACHD1 CAMK2G CBX5 CDC27 CNTNAP4 CRACD CUL3 DCAF11 DDX3X DNASE2 EFHD1 ELP5 ENTPD1 FAM193A FAM199X FAT1 GALNTL6 GRAMD1B GRIK2 HDHD2 HIPK1 HMGCR JPT1 KDR LPP LRATD1 LRCH1 MACIR MAPK6 MAPK8 MTHFSD NR4A3 NTRK2 PANK3 PDE1B PHLDB1 PRKG1 PSAP PSME3IP1 RALB REPS2 RHOBTB3 RSBN1L SCAF11 SEC23A SEPTIN7 SLC16A10 SLC19A2 SMAP1 SORT1 SPATA5L1 SPRR2E SYNE2 SYT1 TBC1D2B TCEAL7 TCEAL8 TCEANC2 TMEM108 TMEM135 WDR1 WIPF3 YARS2 ZBTB4 ZFAND3 ZNF544 ZNF629 ZNF74 MIR664B_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR664B_3P ABI2 ACBD5 ACSL6 ACTN2 ACVR2A ADAM22 AFF2 AGFG1 AHCTF1 AHSA2P AJUBA AK3 ALCAM ANGEL2 ANGPT1 ANKIB1 ANKRD10 ANKRD27 ANKRD44 ANO10 ANO5 ANTXR2 AP1S2 APAF1 APBB2 APC AQP4 ARHGAP28 ARL5A ARMT1 ARRB1 ARSB ATAD1 ATE1 ATP2C1 ATP6V1C2 ATP8A1 B3GNT5 B4GALT6 BACH2 BCL11B BECN1 BICRAL BMPR1A BMT2 BRCC3 BZW1 C19orf12 C1orf141 C2CD5 C2orf88 C4orf17 CACNB4 CADM2 CALM1 CALN1 CAMTA1 CAPN7 CAPZA1 CAV2 CAVIN4 CCAR1 CCNC CCSAP CCSER1 CD1B CD2AP CD38 CDC73 CDH10 CDK6 CEP57L1 CFAP90 CFAP91 CHM CHODL CHRNA9 CHSY3 CLDN8 CLEC12B CLIC5 CLVS2 CMC4 CMTM4 CNTN5 CNTNAP4 COBLL1 COL4A3 CPLX4 CPT1A CREG2 CRISPLD1 CSDE1 CTCFL CTDSPL2 CTNNA1 CTNNAL1 CTTNBP2NL CUL4B CWF19L1 DAPP1 DBT DCAF10 DCP2 DENND4A DENND4C DEPDC1 DGKE DGKH DHX8 DIO2 DIP2C DISC1 DLG2 DMGDH DNAI2 DNAJB14 DOCK1 DPP8 DSC3 DSCAML1 EAF1 EIF3J ELL2 ELP4 EMC6 ENTPD7 EPHA3 ERAP1 ERAP2 ERP44 ETNK1 ETV6 F5 FAM210A FAM76B FAM83B FAM98B FAT3 FBXO21 FBXO33 FNDC3A FNIP1 FRYL FUT9 FZD3 GABPA GABRB2 GCOM1 GDPD2 GIPC2 GJA1 GLDN GLIS3 GLS GNAQ GNAS GNAT1 GOPC GPBP1 GPC4 GPC6 GPHN GPM6B GPR160 GPR180 GPR34 GPRASP2 GPRASP3 GSKIP GUCY1A2 GXYLT1 GYPA HABP4 HAS2 HBS1L HDAC8 HDAC9 HEY2 HHIPL2 HIPK2 HNMT HOOK3 HOXD10 HSD17B12 HSF5 HSPA4L IGSF11 IGSF5 IKZF5 IL22RA1 IL6ST ING1 INSYN1 INSYN2A IPO7 IPO9 IQGAP2 IRF8 ITGA4 ITGBL1 ITPR1 JAG2 JRKL KCNH8 KCNN3 KCNQ3 KIAA1549L KICS2 KIF11 KIF2A KIF4A KIF5B KLF12 KLF5 KLF7 KLF9 KLHL31 KLHL9 KRT10-AS1 KRTAP4-2 LACTB2 LAMP3 LAPTM5 LCP2 LDAH LGI1 LIF LIMS1 LINC03042 LONRF1 LRAT LRATD1 LRP6 LRRC19 LRRK2 LRRTM2 LRRTM3 LSAMP LSM11 LSM8 LTBP1 MAEA MAMDC2 MAP1B MAP3K13 MAP3K7 MAP4K5 MBNL3 MBOAT2 MBTD1 MBTPS2 MC2R MCTS1 MDGA2 MDH1 MED4 MEGF11 METTL14 MFSD6 MKX MMRN1 MOB1B MORN4 MTDH MYEF2 MYO6 MYRIP NAA15 NAALADL2 NANOG NAPEPLD NARS1 NCEH1 NCK1 NCKAP5 NCOA5 NCOA7 NDFIP2 NECTIN3 NEDD4L NET1 NEXMIF NFIB NKTR NOVA1 NPAS3 NPY5R NR2F2 NR4A3 NSUN6 NTM NTNG1 NTRK2 NUS1 NVL OGFRL1 OGT OLFML2B OLIG3 OMG OR51E2 OSBPL6 OSBPL8 OTUD6B OXNAD1 OXR1 PABIR2 PAK3 PANK1 PAPOLG PARM1 PATJ PCDH18 PCDHA2 PDIK1L PDP1 PFDN4 PGM2L1 PHACTR2 PHB1 PHC1 PHF20L1 PHIP PHKB PHLDB2 PIAS2 PIK3CA PIK3R1 PJA2 PKN2 PLAC8 PLEKHA3 PNPLA8 POC1B POLR2M POU3F2 PPFIA1 PPFIA2 PPM1L PPP1CC PPP2R3A PRDM10 PRELID3B PRICKLE2 PRKCB PRPF4B PRPS1 PRSS37 PRTG PSMD12 PTCHD1 PTCHD4 PTGER3 PTPDC1 PYGO1 QKI QSER1 RAB22A RAB23 RAB27B RAB3B RABGEF1 RAP1A RASGRF2 RBFOX1 RHOQ RIF1 RIOK2 RMND5A ROBO2 RPRD1B RPS6KA3 RUFY2 SAMD13 SEC24B SELENOF SEM1 SENP6 SERINC1 SETX SFI1 SGIP1 SH2D4B SH3GL3 SH3TC2 SHC3 SHLD2 SHROOM3 SIRT1 SKIL SLC10A2 SLC16A7 SLC22A12 SLC25A16 SLC25A17 SLC48A1 SLC4A4 SLC6A11 SLC6A2 SLC7A11 SLC7A13 SLCO1A2 SLITRK2 SLITRK4 SMIM14 SMIM15 SMIM8 SNAP25 SNTB2 SOBP SORBS1 SORD SPA17 SPC24 SPIRE1 SPTLC3 SQLE SRBD1 SRGAP1 SRP19 SRP72 SSPN STAG1 STAG2 STAM STMN2 STMN3 STT3A STXBP5 SULT1B1 SUMF1 SWT1 SYPL1 TANC2 TAOK1 TBC1D4 TBC1D9 TBL1XR1 TBX22 TEAD1 TENT5A THSD7A TIGAR TMED4 TMEM135 TMEM200A TMEM215 TMEM220 TMEM229A TMEM233 TMEM30B TMEM45A TMEM62 TMF1 TMSB4X TMTC3 TMX4 TNFSF8 TPR TRABD2B TTC17 TULP4 UBE4A UBL3 UFL1 UGT3A1 UQCC4 USH2A USP38 USP7 UVRAG VGLL3 VPS50 WASHC5 WDR89 WWC2 WWTR1 XKR6 YIPF6 YOD1 YPEL1 YTHDC2 YTHDF3 ZBTB10 ZBTB34 ZBTB4 ZC3H6 ZFHX3 ZFHX4 ZFP14 ZFX ZIC3 ZMYM4 ZNF280C ZNF326 ZNF347 ZNF605 ZNF655 ZNF704 ZNF713 ZNRF3 ZYG11A MIR664B_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR664B_5P ABCC4 ACO2 ACTR1A ADRA1D AUTS2 BNC1 CCNE2 CHRNA3 CPSF6 DFFA DGKI DLGAP1 ETV5 FBLN5 FBXO33 FCN3 FOXI1 HDHD2 HSD17B6 KCTD9 LDB2 MBD4 MCTP2 MDM4 MICU3 MTERF1 NAA16 NAPG NCOA4 PGPEP1L PHEX PLEKHA3 PPP1R15B PRKAB2 PRKAR2A PSMA3 RAB6A RBBP4 RBL1 RBM23 RSBN1 SCN8A SCNN1A SEC23B SIGLEC6 SMPX SPRED2 TAX1BP1 TFAP2A TOX3 TROAP TSHZ3 UBL4A UHRF2 USP27X ZNF212 ZNF562 MIR665 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR665 ABCC3 ACOT1 ACOT2 ADPRHL1 ALG8 ALKBH5 ANKRD13C APBB2 ARHGEF5 ARMC10 ARRB1 ASB13 ATP2A3 ATP8A2 BATF2 C19orf47 CA13 CARHSP1 CARNMT1 CASTOR3P CCDC57 CD200R1 CD276 CFAP53 CHKB CHST3 CLLU1-AS1 COA8 COL3A1 COPS7B CYTH3 DDX3X DEPDC5 DERL3 DLX3 DNAJB1 DNAJC13 DOK6 DUX4 FABP2 FBXO41 FCRL5 GDAP1L1 GFI1B GLYAT GRAMD4 HABP4 HEYL HNRNPH3 HOXB5 HOXB6 IGFN1 ILF2 IRF4 JPH1 KCNN3 KDR KIF21B LASP1 LINC02873 LUZP1 MAGI1 MAP3K8 MAPK8IP2 MARCHF8 MINAR1 MLF2 MLLT1 MLLT6 MOB3A MTMR4 NAA40 NDOR1 NIPBL NLK ONECUT2 OR9Q1 PFKFB2 PKNOX2 PLA2G2F POU2F1 PPARA PRR14L PSMF1 RAP1GAP2 RASGEF1B RGL3 RIMS4 RNF24 RPAP1 SCAI SCAMP5 SCUBE3 SF3B3 SHLD2 SLC25A28 SLC25A35 SLC37A3 SLC46A1 SLC4A8 SLC7A14 SMAD7 SMUG1 SPCS2 SSR2 STAT2 STK35 STX3 SUMO1 SV2C TBC1D13 TENM3 TET2 TGFBR1 TGFBR2 TIMP3 TMEM104 TP53I11 TRAPPC9 TRIM66 TRIM8 TTLL11 TXNL1 UBE2Q1 UNC119B UNC5B UPP2 USP49 WDR48 ZCCHC2 ZER1 ZNF609 MIR668_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR668_3P ABCD2 ACP6 AK4 ASXL1 ATP6AP2 B4GALT1 BAGE2 BMS1 C11orf16 CCDC15 CNOT4 DCAF12 DCUN1D5 DIP2B DPP6 DZIP3 FGD4 FGFBP2 FKTN FPGT GCC1 GLCCI1 GMCL1 GOLGA7 H3-3B HHAT ID4 ITGB1BP1 KCNH5 KCNV1 LRRC57 MIER3 MOSPD1 MT1M MXI1 NACA NFIB PDGFRB RBMX RBMXL1 RGSL1 S100PBP SANBR SEL1L SESTD1 SMAD3 SPG7 TBC1D8 TGFBR1 TMEM237 TMEM68 TOX3 TRIM7 UBE2QL1 UBE4B USP37 VSTM4 WAPL ZBTB10 ZNF226 ZNF536 MIR670_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR670_3P AAK1 ABCB10 ABTB3 ACTR3 ADAMTS1 ADAMTS5 ADCY7 ADGRL3 ADORA2A AEBP2 AGBL5 AIFM2 ALCAM AMACR ANKRD17 ANKRD33B ANKRD7 ARHGAP11A ARHGAP24 ARHGEF33 ARL14 ASF1A ASTN1 ATP2A2 ATP8B2 BBS5 BCOR BLTP3A BRINP1 BTBD7 C14orf132 C1GALT1 C21orf91 C3orf70 C5AR1 C9orf85 CAB39 CACUL1 CADM2 CARNMT1 CCDC50 CCNB2 CCNY CCPG1 CCR7 CCT4 CD44 CDC14A CDC42EP4 CDC7 CDK8 CHD2 CHIC1 CHST3 CHURC1 CLMN CLOCK CMPK2 CNPY1 CPD CREB1 CREBBP CREBRF CTBP2 CXADR CXCL12 CYP20A1 DCUN1D3 DCUN1D5 DDX54 DENND4A DNAJA2 DONSON DPH6 DRICH1 EBF3 EDN2 EIF4A1 EIF4A2 ELOVL4 ENAH ENPP2 ESM1 EVI2A F13B FADS1 FAM168A FASLG FBN2 FIBIN FOXD2 FRMD3 FSHR GABRA5 GDE1 GNA11 GPR161 GPR180 GRIA1 GSPT1 GTF2B GTF2H3 GUCY1A1 HECTD2 HHAT HMG20A HMGXB4 HOOK1 HOOK3 HOXA9 HTR1B HYDIN ID1 IGF2BP2 IGFBP5 IGSF3 IL17RD INO80D IP6K1 ITM2B JADE1 JAG1 KAT2B KCNK1 KCNMA1 KDM2A KDM6B KHDRBS2 KIAA0930 KIAA1958 KLHL32 KNSTRN KSR2 LCORL LDLRAP1 LIN54 LRP2 LRRFIP1 LZIC MAGI1 MANEA MAP4K5 MAST4 MBNL1 MCOLN3 MED13 MED8 METTL14 MIB1 MINDY2 MLANA MLEC MPST MPV17L MRPL35 MTMR1 MUC19 MYEOV NBEA NCK1 NCOA1 NECTIN3 NEXMIF NF1 NFIA NOL7 NPTN NRG3 NSRP1 NUAK1 NUP50 NXPH1 OMA1 OPRM1 ORC4 OSBPL11 PABIR3 PACSIN2 PAG1 PCDH17 PCNT PCNX1 PDLIM3 PEX1 PEX2 PHC3 PHEX PHTF2 PIGA PIGB PIKFYVE PKP4 PLA2G12B PLEKHM3 POLR1D PPP1R3C PRAME PREB PRTG PSIP1 PSMC2 PSMD1 PSTPIP2 PTPRB PTPRT RAB21 RAB33B RABL2B RAP1A RBM15 RBM41 RBMS3 RELB RGS8 RPS6KA5 RSPRY1 RTN4 RUNDC3B SAXO1 SCN9A SDHD SEC63 SENP6 SERPINB12 SESN3 SIGLEC6 SIX1 SKAP1 SKIL SLA SLC16A1 SLC25A25 SLFN14 SMARCAD1 SMC6 SMYD1 SPRY3 SREK1 SRPX2 ST8SIA4 STRAP SUCO SYCP2 SYNPO SYNPO2 SYPL2 SYS1 TAF1A TAS2R13 TBK1 TBPL1 TENM1 TET2 THG1L THSD7B TLK2 TMEM164 TMEM221 TMEM263 TMOD2 TMPRSS13 TNFSF10 TNKS TPGS2 TRPM7 TUT7 TXNDC9 UBE2J1 UBE2Z UBE4A URM1 USF3 USP34 USP9X VASP VIRMA VPS13D VTI1A VWC2 WNT5A XIRP2 XRN1 YIPF6 YTHDF2 YWHAB ZFP1 ZKSCAN1 ZMAT1 ZNF280D ZNF326 ZNF507 ZNF606 ZNF684 ZNF746 ZNF800 ZNF835 MIR670_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR670_5P ABCC4 ABCC5 ABTB1 ACVR2A ADAM28 ADAM9 AGXT2 AHR ALOX5 AMER2 ANKIB1 ANO1 APBA1 ARFGEF3 ARHGEF2 ARID3A ARID3B ASXL3 ATG4A ATL2 ATP2B3 ATXN3 ATXN7 BAG4 BAK1 BCL2L2 BEND6 BNIP2 BPNT2 BRWD1 BRWD3 C19orf38 CARNS1 CASZ1 CBFB CBLL1 CCDC169 CCNC CCNJ CCNJL CCR5 CDH26 CDH5 CDKL3 CECR2 CER1 CGN CNNM4 CNTNAP1 CORO2B CPSF6 CRB2 CREM CXCL13 CYP24A1 CYYR1 DAZAP2 DCP1A DDX3X DIPK2A DLG2 DLGAP1 DOCK3 DUS1L DUSP6 ECE1 EDN1 EHD2 ELAVL4 ELOVL4 ENPEP EPHA4 ERMP1 ESRRG FAM216B FAM234B FAT4 FBXL19 FER FGF14 FGFR2 FLG FMO5 FMR1 FUT4 GBP2 GJB7 GLS GOLGA5 GP2 GPATCH8 GRB10 GRHL1 GUCY1A2 GXYLT1 HADHB HNRNPA3 HOXD1 IAH1 IER3IP1 INO80D INTS7 IPMK IRAK1 IRF4 ITCH KCNB1 KDM4C KDM7A KIF1B LACC1 LACTB LANCL1 LCOR LFNG LGI2 LPAR4 LRP3 M6PR MAP3K1 MAP3K11 MAP3K3 MARK1 MEF2D MFSD14B MINK1 MKNK1 NAV1 NCK2 NEDD9 NEU1 NIN NIPAL4 NPL NRG3 NRXN1 NUP210 PCDH7 PCM1 PCNX1 PDCD4 PDXDC1 PEAK1 PGP PGRMC2 PHACTR3 PHF20 PI4K2B PKIA PKP4 PLAGL1 PLEKHA8 PPAT PPM1H PPP2CA PPP4R3A PRKRA PROX1 QKI QPRT QSOX2 RALGPS2 RASA2 RASGEF1A RASSF3 RBAK RBM24 REL RFX5 RGL1 RMND5A RYR2 SBNO1 SCN5A SCRT2 SEC14L2 SEL1L SEMA4B SEMA6D SEPTIN6 SH2B3 SH3TC2 SLC17A8 SLC23A2 SLC24A2 SLC26A6 SLC35A4 SLC39A9 SLCO3A1 SMAP2 SNX18 SP1 SPACA1 SPSB4 SRF SRGAP2 SRSF6 SS18 SSTR3 STARD13 STIMATE STX6 STXBP5L SUN1 SYDE2 SYVN1 TAF4B TGFBR1 TMCC2 TMEM132E TMEM135 TMEM237 TMEM72 TNFRSF1B TOX TPM4 TRIM2 TRIM5 TRIM59 TRIM71 TTC30B TTPA UBR2 UBR7 UNC5C USP38 VPS37B VPS4B WNT4 YOD1 YWHAB ZBTB34 ZBTB37 ZDHHC7 ZDHHC9 ZFP41 ZFP62 ZKSCAN5 ZMYND11 ZNF12 ZNF148 ZNF236 ZNF281 ZNF396 ZNF697 ZNF704 ZNF831 ZSWIM6 MIR6715A_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6715A_3P ABCC4 ACSS3 AGGF1 AGO2 AKAP6 AKIRIN1 AMD1 ARID2 ARID4A ASPN ASZ1 ATM BBX BCL7A BPGM C1QTNF7 CA13 CALU CAST CCDC113 CCN2 CD163 CDS1 CDYL2 CHIT1 CLDN5 CNTNAP3B COX7A2L CRTAP CSE1L CTDSP2 CUL4A DCUN1D1 DPYSL5 DYRK2 DZIP1 EDEM3 EFHC2 EIF3A EIF5B ELK3 ELOVL5 EPB41L5 EREG ETF1 FBRSL1 FBXO4 FBXW7 FGF1 FGF13 FNBP1 FNIP1 FOXO1 FRS2 FUBP1 GIGYF2 GLRA2 GRIA3 GSKIP GTF3C4 GUCY1A2 HMGXB4 IGF2BP1 INO80D INSM1 IST1 KCTD9 KLF3 KPNA4 LCOR LY6K MAPK1 MAPK6 MEF2C MEX3C MICAL2 MINK1 MORC2 MRPL44 MYO3B NABP1 NBPF3 NCBP1 NECTIN3 NOTCH2 NPPA NPTN NR3C2 NR4A3 NRAS NUAK1 OTUD1 PAK1 PAQR9 PBX1 PDIK1L PEAK1 PFKFB3 PLEKHF2 PLSCR5 PRDM1 PRRC2C PUM2 RAB10 RAB29 RAP1A RAP2A RBM15B RNF103 ROR2 RPRD1A RPRD2 RPS6KA6 SASS6 SDE2 SEL1L SEPTIN7 SGIP1 SGK1 SIRT5 SLC35A2 SLC35A3 SLC35D1 SLC35F1 SNAP25 SNX4 SOCS5 SPHKAP SRP9 SRSF6 SSR3 STK38L SUB1 SULF2 SYBU TACC2 TCHHL1 TDRP TET3 TGIF2 TMEM181 TRMT2B TRMT9B TSPAN9 TTC14 UBE2B UBE2D2 UBR5 WDFY3 WNK3 WWC1 YIPF4 ZBTB14 ZC3H12B ZIC2 ZKSCAN5 ZMIZ1 ZNF106 ZNF214 ZNF454 ZNF516 ZNF547 ZNF827 ZSCAN5A MIR6715B_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6715B_3P ABCC4 ABITRAM ACTR8 ADO AKIRIN1 ALG6 AMD1 AMMECR1 ARID2 ASPN ATL2 ATXN7 BBX CBLL1 CCN2 CD163 CD5 CDC40 CDKL5 CDS1 CDYL2 CLDN5 CNOT6 CRIM1 CRTAP CTDSP2 CTLA4 DAZAP1 DPYSL3 DYRK2 DZIP1 ECT2 EHBP1 EIF3A EIF4E EIF5B ELOVL5 ENTPD1 EYA4 FAM161A FAM83D FARP1 FBXO30 FBXW7 FCRL1 GGCX GSKIP HMGXB4 HOXA13 ING1 INSR IQCH ITFG1 JMY KDELR3 KLF3 KLHL20 KPNA4 LCOR LY6K MAP2K5 MAPK1 MARF1 MED13L MEX3C MFSD1 MICAL2 MINDY3 MINK1 MLPH MS4A1 MTMR4 MYO3B NCAPG2 NCBP1 NECTIN3 NFIB NHS NPAT NR4A3 NSA2 NUDT21 NUP37 PABIR2 PABPC4 PDIK1L PLSCR5 PNPLA8 PRDM1 PTBP3 RAB29 RANBP6 RAP2A RBM15B RBM20 RGPD2 RNF103 RNF180 RNH1 RO60 SDE2 SEPTIN11 SGIP1 SIRT1 SIRT5 SLC35A3 SNRPD1 SORCS1 SRP9 SRSF2 SRSF3 SSR3 ST8SIA3 STEEP1 STIMATE STRBP STX2 SYT1 TBPL2 TCERG1 TENT4B TGFBR3 TM9SF3 TMEM18 TSPAN9 ZBTB20 ZKSCAN5 ZMIZ1 ZNF131 ZNF214 ZNF804A MIR6715B_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6715B_5P ABLIM3 ACCS ACVR1B ADCY3 AHSG AKAP6 ALDH1L2 ANKS6 APP APPL2 ARAF ARHGAP28 ARVCF ATG4A ATXN7 BCL7A BRWD1 BTBD7 BTK C11orf68 CACNA1B CAST CAV1 CDC20B CEP164 CETN2 CKS2 CLCN3 CRBN CREB1 CREB5 CREBZF CSDE1 CSMD2 CSNK1G3 CTNNB1 CTTNBP2NL CYB561D1 CYBC1 DLST DNAAF9 DNM2 DNMBP DOCK11 DSG1 DVL2 E2F3 EIF4H EIF5B ERF ERGIC2 ESR1 ESYT2 ETF1 FAM161B FAM167A FASLG FAT1 FBXL18 FOXO1 FZD1 GAREM1 GARIN6 GATAD2A GET1-SH3BGR GIT2 GNB4 GNPDA1 GPCPD1 GPR63 GRIN2A GRK2 HEY2 HIF1AN HIPK3 HNF4G HOXD1 HP1BP3 IGDCC4 IRGQ JARID2 JAZF1 JPH3 KANK1 KANSL1 KCND3 KCNH8 KCNIP1 KCNMB1 KCTD6 KIF16B KIF21B KPNA4 KRTAP26-1 LANCL2 LDLR LMAN1 LMAN2L LMNA LRCH2 MAGI1 MAP2 MAPK8IP2 MAPKAPK3 MCC MED28 MEOX2 MGAT4B MIDEAS MINDY2 MLEC MORC2 MTCL1 MTSS1 MYO18A MYORG MYPOP NAA20 NMNAT2 NPLOC4 NWD1 OSBPL11 OTUD7A PAFAH1B1 PCSK7 PDE7A PEX13 PFN2 PGAP1 PHF21A PLEKHA1 PLXNC1 POLE3 PPIF PPM1B PPP4R2 PRKAR2A PRX PTGDR2 PTK7 QRICH1 RAB33A RAB8A RAD21 RASA2 RBPJ REEP3 RFX3 RGS7BP RHOB RIMS3 RMND5A RNF123 RNF165 ROBO2 RPL7L1 RSBN1L SCN2A SCN3A SCN4B SDC3 SEH1L SENP8 SEPTIN2 SERPINA1 SERPINI2 SH3BGR SIPA1L2 SKI SLAIN1 SLC39A10 SLC44A1 SMARCD1 SNX30 SORT1 SOX8 SPATA5L1 SPINT3 SPRED2 SRPRA STK39 SUCLG1 SV2B TAOK3 TDRP TEAD1 TENT5A TFDP1 THY1 TIMP3 TLN1 TMEM214 TMEM248 TMEM64 TOGARAM1 TRIM9 TRPS1 TSHZ2 TUSC1 U2SURP UBE2K UBE3C UBE4B UBFD1 UBL3 UBTD2 UHRF2 USP12 VWA5B2 WDFY3 WNT8A XYLT2 ZBTB22 ZDHHC17 ZEB1 ZEB2 ZFAND5 ZFYVE16 ZNF436 ZNF585A ZNF608 ZNF688 MIR6716_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6716_5P AADACL4 ABCB7 AKTIP AMOTL2 AMPH AMT ANKIB1 AP1G1 AP1S1 ARF3 ARFIP1 ARGLU1 ASXL3 ATXN1 ATXN7L3 BBX BCLAF3 C19orf84 CEP85 CHRNG CITED2 CLDN7 CLEC3A CMTM5 COL17A1 CPED1 CRIM1 CYP11B1 DCTN4 DNAAF3 DTX4 EBF2 EML5 ENKUR ETNK2 ETV5 FAT3 FIZ1 GK5 GMNC GRAMD1B HAGH HS3ST1 HSPA1L HYDIN ICMT JMJD7-PLA2G4B KCNMA1 KDM5C KLHL42 LARGE1 LPAR1 LRRC8A MBNL3 MCTP1 METTL9 MICU3 MKRN2 MYRIP NFE2 NIPBL NR2C1 NR3C1 NUP50 P2RY8 PAXBP1 PCK1 PDE3B PDYN PHACTR2 PKN2 PLA2G4B PLAGL2 PLEKHA8 POGK POPDC3 PRDM2 QRFPR RALYL RAN RARB RCAN2 RNF111 RNF38 RPL27A RSPO3 SAP130 SENP7 SGCD SH3BGRL SH3BP5L SHQ1 SLC25A17 SLC30A7 SLC39A14 SMAD2 SOGA1 SPRY3 SRGAP1 SRSF1 ST8SIA3 STXBP5L SV2B SYT11 TAGLN2 TCF4 TCF7L2 TGIF1 TLCD3A TMEM178B TNFSF12-TNFSF13 TNFSF13 TNRC6B TP53INP2 TRERF1 TRIM31 TTC19 TUBGCP4 TWSG1 UBA6 UPRT UST WBP1L ZNF264 ZNF335 ZNF500 ZNF597 ZNF827 ZWINT MIR6717_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6717_5P ADAMTS14 FKBP7 NKD1 POLDIP3 RS1 MIR6718_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6718_5P ABCC4 ABHD17B ADHFE1 ALDH6A1 ANO5 AQP4 ARF6 ARL15 C18orf25 CACNB2 CAPN1 CBLL1 CCNC CDK17 CHCHD3 CHD8 CNRIP1 CPT1A CREB3L1 CTTNBP2 DYNC1I1 DYNC1LI2 EGR2 EPB41L4B FAM234B GARS1 GDAP1 GLIPR1L2 HDAC7 HLA-F IPO7 KAT2B KATNBL1 KCNN3 KIAA1210 KPNA3 KRAS LHFPL2 LONRF1 MAGI1 MAN1A2 MFSD14A MMD MOB1A MTSS1 NPC1L1 NPR3 PHF6 PRKACB RBSN RIMS1 RNF19A RYBP SERTAD2 SORCS1 SUSD6 TANC2 TECRL TENT5A TIPARP TMEM115 TSSK2 UBA6 UBE2G2 UBE2V1 VSIG1 WBP1L ZHX1 ZNF223 ZNF800 ZRANB1 MIR6719_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6719_3P ACYP1 ADGRG6 AFAP1L1 ANKRD26 ANKS1B ANTXR2 ARRB1 ATP5MC3 ATP6V0A2 B3GALT6 BHLHE22 BICD2 BMPR1A BRD3 C12orf75 CAMK2N1 CCDC88A CNOT6L COG5 CUL3 DCLK3 DEK DENND4A ELF3 EMB ENPP5 EPHA8 ERCC8 ERGIC2 FAM149A FAM204A FNIP1 GABRB2 GMFB GPBP1 GPR26 GRIA2 GSPT1 GTF2A1 HOXC8 ING2 KCNG3 KDM6A KMT2E LINC02914 LRAT MAP3K2 MAP3K20 MBOAT1 MGA MICAL2 MICU2 MMS19 MRPS10 NAB1 NAMPT NHS NIBAN1 NIPBL NKRF NLGN1 NR2C2 NR3C1 OLR1 OTUD6B PAPOLB PATL1 PPIL3 PPP2CA PSPH RBFOX1 RICTOR RIF1 RSPO3 RTKN2 RTL8A RTL8C SCOC SEL1L SELE SENP6 SH3RF3 SLC12A3 SLC19A2 SLC35A3 SLC6A11 SLC7A11 SMARCAD1 SNX12 SOCS5 SULT1C4 SUSD6 TAF12 TAF9B TASP1 TBCEL TET2 TEX2 TFRC TGFBR1 THSD7A TMEM263 TMX4 TRAF3 TRPS1 TSC22D2 TTF1 TTK USP20 VANGL1 VTI1A WDR36 WDR7 XPNPEP1 XPNPEP3 XRCC2 ZCCHC7 ZNF268 ZNF286A ZNF286B ZNF718 ZNF75D MIR671_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR671_5P AAK1 ACBD6 ACTR2 ACVR2A ADAM11 ADCY1 ADO ANKS1A ANKS1B ATP11B ATP8B4 BCR C11orf24 C5orf47 C9orf78 CA7 CACNG1 CALN1 CAMKK2 CBS CCDC6 CD209 CFL2 CFTR CSNK1G3 CYFIP2 DCAF17 DDX39B DENND2D DIP2C DMAC2 DSTN DVL3 EDN1 EIF5B ENSG00000274333 ENSG00000276077 ENSG00000277067 EXD1 FADS1 FAT4 FGFR2 FNDC5 FOXP2 FRMD6 FTSJ1 GALNT10 GID4 GPAM HAAO HAPSTR1 HDAC5 HIVEP3 HMBOX1 HPS5 IQSEC3 JADE1 KCNA6 KCNMA1 KDM5A KIAA1549 KIT KLF6 KRT38 KRT9 LGALS3BP LIN9 LINC02909 LOC102724701 LRRC59 LRRN1 MAML2 MAP3K19 MARCHF5 MARK1 MBTD1 MERTK MYRIP NFKB1 OTUD4 PASD1 PIK3IP1 PPP4R3B PTAR1 PTPN20 PTPRD RAB12 RAB18 RAG1 RLF RNF38 RORA RTN4 SATB2 SEPSECS SGK2 SH3TC2 SHPRH SIAH2 SLC30A6 SNX1 SPOCK1 SPPL3 SPTBN1 SPTBN2 SSBP1 ST8SIA5 STYX SYNGR3 SYNPR SYPL2 SYT9 TAF8 TAPT1 TBL2 TCAF2 TCF12 THBS1 TIPARP TRAPPC14 TRIM67 UBR4 USP46 VPS26A VPS45 VSNL1 WDR41 WFDC6 ZCCHC2 ZIM2 ZNF22-AS1 ZNF805 MIR6720_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6720_5P AAK1 ADD1 ADORA3 AGPAT1 AKAP12 AKT3 ARFGAP2 ARPC2 BACE2 BAGE2 C1QTNF3 C1orf21 CAMK2A CCDC6 CCDC71L CEACAM6 CEACAM7 CHSY1 CMPK1 CROT CUL5 DAB2IP DHX36 DIP2B EFCAB2 EHBP1 EIF2S2 ELP6 ENTPD1 ESRRB EXO5 F11R FAAP20 FABP2 FCHSD1 FGF7 FOXP4 GPLD1 GPT2 IL1RL2 IPCEF1 IRGQ JRK KCNK2 KDM5B KIF16B LASP1 LETM1 LRFN1 LRIG1 LUZP1 MACIR MAGI3 MDM4 METTL13 MMP13 MRPS7 MSANTD4 MTARC1 MYCL NAT9 NPM1 NR3C1 NXT2 OR51E2 ORAI2 OTX2 PCGF3 PDCD4 PHF1 PIK3C2B PLK2 PNKD PSME3 PSTPIP2 RAP1GAP2 RAP1GDS1 RBFOX2 RBMS2 RBPJ RCBTB1 RNF144A RSPH10B RSPH10B2 SALL1 SAMD12 SDC1 SESN1 SGPP2 SH3TC2 SHISA6 SLAMF1 SLC12A7 SLC19A3 SLC24A4 SLC39A10 SLCO5A1 SMAD4 SMARCD1 SMCR8 SPTSSB SRSF4 STMN4 STON1 STPG4 STRADA SULT4A1 SWSAP1 TM6SF1 TMEM106C TMEM88 TNRC6C TPM1 TRAF4 TRIM8 TSGA10 UBE2D3 UBE2G1 UBE2Q1 UMPS VCAN VPS53 WDR37 WWC3 XRCC3 ZC3H12C ZDHHC2 ZMYM2 ZNF180 ZNF20 ZNF217 ZSCAN29 ZSWIM8 MIR6721_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6721_5P AAK1 ABCG4 ACP7 ACRBP ADAMTS4 ADGRE1 AGAP1 AGFG2 AMT ANKRD46 ANKRD52 ANKS1A APH1A ARF3 ARHGAP19 ARNT2 ASIC2 ASTN1 ATG7 ATP6V0A1 ATXN7L3 BAALC BBLN BCL2L13 BICRAL C10orf90 C12orf43 C14orf28 C19orf47 C1QTNF6 C1orf35 CACNA1C CADM3 CALHM1 CALM3 CALN1 CAMK2A CAMK4 CAMKK1 CAPN5 CASP7 CASTOR2 CBFA2T3 CBX6 CCDC177 CD276 CDH24 CDHR3 CDK16 CELSR2 CHGA CHMP1A CHMP5 CLDN19 CLEC4E CNBD2 CNGB1 CNNM4 CNOT2 COL27A1 COQ6 CPLX2 CPSF4 CRHR1 CSF1 CSRNP1 CYP26B1 DAGLA DBNDD1 DCAF7 DCHS1 DDX60L DERL3 DIP2C DIRAS1 DMRTA2 DMTN DOCK3 DOT1L DPEP2NB EEIG1 EFNB3 EHD2 ELFN2 ELN EPHA10 ERAL1 ERGIC1 ETV3 ETV3L FAM193A FAM53A FAT2 FBXO41 FCHSD1 FKBP11 FLT4 FMOD FNTB FOSL2 GALNS GATAD2B GDF15 GFER GLCE GNAO1 GPR108 GPR179 GPR180 GPSM3 GRM4 GSPT1 GSPT2 H6PD HAAO HAP1 HAS2 HEG1 HID1 HIPK1 HLA-DMA HMGA1 HRH3 IGF2 IKZF3 INA ITM2C KCNC1 KCNJ6 KIF17 KIF21B KIF3C KIR2DL3 KIRREL1 KLF13 KLK6 KMT2A KRT16 KRT6B KRT9 KSR1 LARP1 LASP1 LCE5A LHX6 LIMD1 LINC02953 LINGO1 LMF2 LMX1B LRRC27 LRTM2 LZTS3 MAF1 MAFK MAP3K14 MAPK8IP3 MAPKAPK2 MARK2 MAVS MAX MDGA1 MECP2 MEGF6 MGLL MICALL1 MLC1 MLXIP MTUS2 MYO1C MYRF NAA60 NACC2 NALF2 NAPG NAT8L NATD1 NCAN NCSTN NDEL1 NDUFA4L2 NECTIN1 NFASC NFIC NGB NGEF NPLOC4 NPTXR P2RY2 PACS2 PACSIN1 PALM2AKAP2 PARP3 PAX4 PDE2A PDE6G PDPK1 PEA15 PELI3 PHACTR2 PHF8 PHYHIP PIK3R2 PITPNM2 PKD1L2 PKNOX1 PLEKHG5 PLPPR2 POM121L12 PPFIA3 PPM1G PPP1R16B PPP1R9B PRDM16 PRR14L PRRC1 PRX PSMF1 RAB1B RAB2A RAB3B RAB43 RASA4 RASA4B RASL10B RASSF5 RAVER1 RBM14-RBM4 RBM4 RELT RGS5 RIMS4 RNF5 RTN3 RYBP SCN2B SCN4B SCN8A SCNN1A SEMA4B SEPTIN9 SERPINH1 SH3PXD2A SHB SHISA6 SIDT2 SIGLEC5 SLC25A22 SLC26A6 SLC31A1 SLC4A8 SLC6A17 SLC6A19 SLC6A9 SLC7A8 SLC8A3 SMARCD1 SMIM2 SMPD3 SMYD5 SOGA1 SORCS2 SORL1 SORT1 SOX13 SPNS2 SPRN SPRY4 SPTBN1 SRF SRPRA SRRM4 SRSF3 SSR1 STEAP3 STK35 STRN STX1A STX1B SYNDIG1L TBC1D13 TCF20 TEC TGFA TGM2 TGM6 THRAP3 THRB TLN1 TMCC2 TMCC3 TMEM201 TMEM63B TMEM86A TMPRSS4 TMUB2 TNRC6B TOMM7 TRAF3 TREM1 TRIAP1 TRIM62 TRIOBP TROAP TRPC5 TSPAN9 TTYH3 TUBA8 TXLNA TXNDC5 UBE2QL1 UCK2 UNC119B USF2 VAMP1 VANGL1 VAV2 VEPH1 VGLL2 VMP1 VPS53 VPS72 WDR5 WDR5B WDTC1 WNK2 WNT4 YKT6 YY1AP1 ZDHHC18 ZDHHC3 ZER1 ZFAT ZFP41 ZFYVE28 ZMAT2 ZNF112 ZNF512B ZNF609 ZNF622 MIR6722_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6722_3P AAK1 ACBD4 ACTMAP ACTR1B ADCY9 ADGRA1 AHDC1 AMZ1 ANAPC15 ANKRD65 APCDD1L ARHGDIG ARNT2 ATG9A ATP12A ATP5MF-PTCD1 ATP9B B3GNT9 B9D1 BAK1 C10orf90 CACNB3 CAMK2G CAMKV CANX CARMIL1 CDK16 CEP170B CHMP6 CHST15 CLK2 CNOT9 COG6 COLGALT2 COPS7A CREB3L2 CTDSP1 DAB2IP DCHS1 DDR1 DEDD2 DHODH DLC1 DOC2B DPPA4 E2F7 EDC3 EFHC2 EFHD2 EIF2B5 ELAVL3 ELF4 EPG5 EPHA2 FBXL18 FBXL19 FGF1 FHL3 FOXO4 FZD2 GDPD5 GLIS2 GPR62 GRAMD1B GRID2 GSKIP HM13 HNF1A HSP90B1 HTR4 IGF1 IGLON5 INO80 IP6K2 ITGAL ITPKB JADE2 KCNH3 KCTD16 KIF21B KSR2 LHPP LRRC20 LYRM4 MAP1A MARK2 MAZ MEF2D MEX3A MGRN1 MOB3B MPP2 MTRF1L MYD88 NFAM1 NFASC NFATC2 NFIC NIBAN3 NOP9 NOS1 NPTX1 NR6A1 NTNG2 ORC5 ORMDL3 OTOP2 OTUD5 PACS1 PBXIP1 PDXK PEDS1 PHAF1 PHF21A PLCXD3 PLPPR2 PMEPA1 PNPO POLR3C PPARD PPP1R9B PRND PRRT2 PSD3 PTCD1 PYCR3 RAB1B RAB5B RAPGEFL1 RBM20 RBM42 RCBTB2 REEP4 RERE RILPL1 RNF157 RPP14 RPP25 RTL8C RYBP SCN4B SDK2 SEMA3F SH3PXD2A SIGMAR1 SIPA1L3 SLC35F1 SMG7 SNRPN SNURF SNX21 SNX33 SOGA1 SP7 SPINDOC SPTBN4 STK35 STMN4 STX1B TGFBR2 THEM5 TMEM201 TMEM63C TNRC6B TRAPPC9 TSKU TSPAN33 TSPAN7 TSPAN9 TTYH3 TXNRD2 UBE2M UBTF UGT2B28 UPP2 WDTC1 XPO7 ZCCHC24 ZFP41 ZMAT2 ZMYM6 ZNF710 ZNFX1 MIR6724_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6724_5P AMMECR1L AOC3 B3GNT3 CD44 CHTF8 GABBR2 GAREM1 GNG12 LINC02953 NMT1 PAG1 RBMXL3 RSF1 SEMA4F SLC25A42 SLC7A6 ST3GAL3 TSLP UBE2J1 USP12 ZNF93 MIR6726_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6726_5P ABI2 AK9 ATP11A ATP8A1 ATP8A2 ATPAF1 CCDC157 CDK19 CLEC4E COL9A2 DSE DUSP23 EDA2R FBXO10 FLRT1 GINS2 HECTD3 HIC1 IPO13 KAT6A LAMTOR3 LMX1A LY6G6C MBNL3 MICAL3 MYCT1 MYORG NETO2 NOA1 NPTX1 NUCB2 OR11A1 OR7D2 PLXNA4 PML PPFIA4 PRX PTAR1 RAB9B RASGRP3 RGR SHPRH SMCR8 SPRYD4 ST8SIA1 STK36 THRB TNRC6B VPS36 ZNF510 MIR6727_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6727_3P AADAT ACVR2B AHDC1 AKTIP ALCAM ANKMY2 ANKRD20A3P ASPH BCL11A BCL11B C1RL CACNA2D1 CAPRIN1 CAPZA1 CASK CBX6 CEMIP CEP85 CHP1 CHRM1 CLCN2 CLSTN1 CRIM1 CRTC1 CSMD2 CSMD3 CT55 CTNNA2 DCAF10 DMD DUSP7 EPHA7 EPHB2 FGD6 FMR1 FRMD3 FZD3 GAB2 GALK2 GCNA GGA3 GLCCI1 GPR132 GRAMD1B HOXD4 HSBP1 HSDL1 ISYNA1 ITFG2 KAT6B KIF1B LARP1 LCLAT1 LDLRAP1 MAN2A2 MAN2B2 MAP3K13 MED9 MEX3A MFSD6 MLEC MLXIP MRPL15 N4BP3 NIBAN1 NOTCH2NLA NUDT16 NUP214 OPA3 P2RY2 P2RY8 PBX1 PBX2 PDGFB PGS1 PLEKHG7 PPTC7 PRR15L PSG1 PSG4 PSG7 PSG8 RBSN RFX3 RGP1 RHOV RNF125 RP9 RPRD2 SCN4B SDK2 SERP2 SLC25A30 SMIM21 STON1 STON2 STX3 SUPT3H SYNPO TBC1D7 TC2N TCEANC2 TDRKH TECPR2 TLNRD1 TRABD2B TRIM66 TTC33 UBE3A VPS53 ZNF445 ZNF516 ZNF608 MIR6728_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6728_3P ANHX AQP7 ARHGAP36 AUTS2 BCL9 C1orf21 CAMTA1 CASKIN2 CASP10 CCDC126 CDCA7L CEP162 CPD CUX1 DERL3 DLEC1 DTX1 EEF2K EPHX2 ESRRA EXOSC1 FAM168A FEZF2 FOXO3 FRMD5 FTO FYCO1 FZD7 GABPA GAREM1 GATA4 GEN1 GFOD2 GHR GPC6 GPR161 GRAP2 GRPR GUCY1A1 HABP2 HOGA1 IDO1 IL18R1 ITCH KIAA0513 KIAA1217 KIF3B KLF12 KLF13 KREMEN1 LOX LPCAT3 LRATD1 MAGI1 MAPK1 MAPRE1 MCCC2 MDM2 MECP2 MFHAS1 MGLL MSRB3 MTF2 MXD1 MYMX MYOZ2 NCBP3 NDFIP1 NEB NIPA1 NLK NTRK2 PCDH7 PCYOX1 PCYT1B PDPK1 PHF21A PIGA PIP4K2B PLCXD1 PLEKHA8 PLG PLTP PLXNA2 POLE4 PPP2R5E PRSS33 PRTG PTGES3L RAI14 RBCK1 RHBDD1 RPL28 RPS6KA4 RRP15 RSF1 RUNX2 S100A10 SCN8A SEM1 SETD5 SFXN3 SGCZ SH2D5 SH3PXD2A SLC18A2 SLC2A10 SLC39A8 SPOCK2 SPRN SRPK1 STEAP3 STK32A STRAP SV2C SZRD1 TAFA4 TASP1 TCF12 TENT5C TLCD2 TMEM178B TMEM231 TMEM72 TMPO TNFRSF13B TNS2 TNS4 TOX4 TRAM1 U2SURP UBTD1 UEVLD UFM1 UMPS UNKL USPL1 VSIG10L XKRX ZC3H7A ZMYND19 ZNF112 ZNF135 ZNF18 ZNF267 ZNF347 ZNF423 ZNF536 ZNF546 ZNF606 ZNF827 MIR6728_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6728_5P ADAM22 ADIRF ALOXE3 APLP1 ATN1 ATP2B1 AUTS2 BCAN BCL6 BRWD1 BSDC1 CALCOCO1 CBLN2 CDH24 CEP128 CHPF CLCA4 COL9A3 CSMD2 DACT2 DCAF8 DDAH1 DNAJC16 EDNRB ENO2 ERC1 ERI1 FAM171B FAM47E-STBD1 FAM89A FLT3LG FOXN1 GALP GBP3 GNA14 GPR158 H2AZ2 HAPLN1 HPS3 ILDR2 KCTD4 KDM4D LIN54 MAP3K8 MMAB NLGN1 NR3C1 NUTM1 PAX3 PEX19 PHACTR2 POLDIP3 PPTC7 R3HDM2 RBL2 RBMS3 RHOT1 RPL27A RPS6KB1 RSPO3 SATL1 SFRP5 SHCBP1 SLC1A3 SP6 SPAG8 STX12 TPBGL TTI2 ZCRB1 MIR6729_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6729_3P AHCTF1 ARAF ARHGAP36 ATG2B BNC2 BROX C10orf82 CCL4 CCL4L2 CDH2 CENPA CEP97 CHST11 CHTF8 CLCC1 COPG1 CRKL DLG3 EDN1 ELF5 FGF13 FLII FNIP1 GPSM2 HSPA9 ITM2C KIAA1328 KIF19 KLF3 KLHL5 KMT2D KPNB1 LRRC66 LUZP1 MISP MMAA MTF2 MYOZ2 MYOZ3 NDST2 NEGR1 NOTCH4 ODF2L OPRM1 PAOX PIGR PLEKHS1 PNPLA1 POLR3D PORCN PROX1 PTPN11 PTPN2 RASGRF1 RECQL5 SCAMP1 SETD9 SFMBT1 SIRT7 SLC25A37 SLC43A3 SLC46A1 SLC4A1 SLC6A15 SPATA18 SPTLC1 SRF TASOR TCFL5 TMEM132B TRMT13 MIR6729_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6729_5P AFDN CLPTM1 DCLK1 GALNS GART MEX3C PDSS1 PPP2R5B RAB40C SH3GL1 MIR6730_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6730_3P ADGRG6 ADTRP ANKFY1 AREL1 ATP1A3 ATP1B2 BICD2 CEP44 CLK4 CMTM6 CPLX2 CRTAP DAD1 DHX32 EDDM3A EPB41L4B EYA1 FABP3 FBXO33 FOXJ3 FRMPD3 GPR34 HOXC8 ILDR2 INA ISCU KIAA0513 LUM MCF2 MMGT1 MOBP MPLKIP MYO5A NFYB NME5 NR3C1 NUP58 ORC2 PHF21A PKN3 PLEKHA8 POLI POU2AF2 PPP2CA PRKAB2 PRX PTEN PTGER2 PTGFR RAB5A RAD51B RARS2 RNF217 RSBN1L RYBP SAP130 SDC2 SEMA3D SEPTIN10 SHISAL1 SLC38A9 SPDYE1 SPRTN SRP72 STRAP SUPT20H TAPT1 TBC1D12 TBL1X TEAD1 TEX2 TGFBR1 TMEM106B TMEM139 TNFRSF17 TRAF3 TRAFD1 TUBGCP5 UBE2V2 UPF3B USP2 WDFY3 ZKSCAN8 ZNF267 ZNF268 ZNF287 ZNF548 MIR6730_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6730_5P ACER3 ADAM9 ADGRF4 ADM5 AEBP2 AGO1 AIDA AK4 AKAP11 AMMECR1 AQP9 ARFIP2 ATF6 BCL7A BORCS7 BTBD7 CCDC146 CCDC85C CCNG1 CDC7 CDK6 CDKL2 CDKL4 CELF3 CEMIP2 CEP170 CERT1 CLCN3 CLEC1A COL4A1 CPA3 CSNK1D CTSC CYP7B1 DAZ1 DAZ3 DAZL DENND1B DGKE DNAJC8 DSE ENSG00000273590 ERMN FBN1 FGFR1OP2 FRMD5 FRYL GABRG3 GNAI1 GRIA3 HAPLN1 HAUS2 HDAC9 HIP1 IGF1 IRF2BP2 KCNJ15 KIAA1549 KIDINS220 LCORL LHX6 MAP2 MAPK9 MARCHF8 ME1 MED26 MTF1 MYO5C NCAPG2 NCOA2 NETO2 NFIB NRIP3 NUFIP2 OLFML1 PHIP PJA2 POGLUT1 POGLUT3 POLR1D POMC POU4F1 PRCP PRR14L PSEN1 PXK RAB11FIP1 RAB14 RABGGTB RHBDD1 RHOT1 RPF1 RPL15 RPS3A RYBP SEC63 SEPTIN7 SESN3 SESTD1 SFTPA1 SLC30A7 SLC35F1 SLC4A4 SMAD5 SMIM11 SMIM8 SNX27 SPARC SPDYE1 SPDYE3 SPDYE5 SPDYE6 SRSF10 STAM SUPT3H TADA1 TBC1D10B TBC1D12 TENM1 TMEM132D TMEM30A TMEM71 TMEM87A TSHZ1 TTC9C USP24 UST VAMP7 VPS29 VPS4B WAPL WDTC1 WIF1 WNT11 ZNF704 MIR6731_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6731_3P AASS AGK AHCYL2 AMTN API5 ARHGAP12 ASB4 BICD2 BPNT1 CCDC39 CDC23 CHL1 CNST CPEB2 CTNND2 CTSC DBX2 DROSHA DUSP14 ELAVL1 ELAVL2 EPHA4 EYA4 FAM81A FIGN FOXJ3 FOXO1 FZD1 G3BP1 GPATCH2 HEATR5A IL5RA KAT2B KBTBD6 KNG1 LACC1 MFAP5 MUC15 NSD2 OMD PAPLN PPARGC1B PPDPFL PPP1R21 PPP2R2B PROM2 PTBP2 PTBP3 RAB11FIP2 RAPH1 RHOBTB3 SCARB1 SCUBE3 SEC62 SH3D19 SLC35F1 SMARCE1 SPHKAP ST8SIA4 TAS2R13 TTK UNC45B VSTM2A XK XRCC2 ZDBF2 ZFP14 ZNF143 ZNF197 ZNF569 ZNF655 ZZZ3 MIR6731_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6731_5P ADARB2 ADH6 AHCYL1 ALPK3 AMER1 AMT ANK1 ANKH ANKRD45 APOBEC2 ARF4 ARFGEF3 ARHGAP24 ARRB1 ASIC1 ATAT1 BCAM BEND4 C19orf47 C2CD6 CACNA1E CADM3 CALU CAMK1D CASP2 CCDC102A CCDC97 CCNK CD164 CD209 CD8B CDC42BPA CDR2 CEP120 CHCHD3 CHRNA2 CLASP2 CLCN5 CNGA2 CORO1C CREB3L2 CRIPT CRNKL1 CSRNP3 CXCL17 DISC1 DLX3 DNAJB1 DNAJC5G DYNLL2 EFNA1 EHMT2 EIF1 EIF1AD ENSG00000233223 ERAL1 ETV3L EXD2 EXTL3 EYA3 FAM163B FAM168A FIGNL2 FMNL3 FNDC9 FOXRED2 FST FZD4 GANAB GCK GET3 GIGYF2 GNAO1 GSK3B HCN4 HDAC3 HERC1 HEY2 HIP1 HIPK2 HLA-E HNF1B HNRNPL HOXC6 HSPB6 HTR1D HYAL2 IER5 IGSF3 IKZF1 INTS5 KCNA6 KCNB1 KDM2A KIF21B LDB1 LHX2 LINC02801 LLCFC1 LRRC27 LTBP2 MAP3K3 MAP6 MARCKSL1 METTL25B METTL8 MGLL MLF2 MLLT11 MORC4 MRPL19 MRTFA MTHFR MTSS2 MUC22 MYCL MYEOV NAGA NAIP NAPA NDFIP1 NEUROD2 NPTX1 NR2E3 NRM OPCML PABIR3 PABPC1L2A PABPC1L2B PAK1 PARVA PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 PDE4D PELI1 PER1 PEX11A PIP4K2C PLBD2 PLEKHG6 PLP1 PLSCR3 PM20D1 PPP1R13L PPP4R1 PRELID2 PRELP PRKCG PSEN1 RAB5B RABGAP1L RAPGEF1 RAPGEFL1 RBM20 RBPJL RIBC1 RIMS4 RNASE13 RNF220 RPH3A RPS6KA2 SCAMP5 SCN2B SCN4B SDC3 SEC24D SEMA4G SERPINB8 SH3TC2 SHANK1 SHISA6 SHISAL1 SIGLEC1 SIX2 SLC17A7 SLC22A23 SLC36A1 SLC6A6 SMAD2 SMARCC2 SNX19 SNX20 SOGA1 SPIRE1 SRD5A3 SREBF2 SSBP2 SSR2 STK40 STX6 SYP SYT6 TBL1X TBL1XR1 TCHHL1 TFDP1 TNFRSF10B TOM1L2 TP53INP2 TRIM38 TRIM58 TRIM66 TSPYL2 UBE3A USB1 USP36 USP49 VGLL3 VTI1A WNT1 WNT9B XYLB YIPF3 YWHAE ZC4H2 ZCCHC4 ZNF385A ZNF407 ZNF444 ZNF569 ZNF703 MIR6732_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6732_3P ABHD3 ATF2 ATP10D B3GALNT2 BTRC CADM1 CASD1 CBLB CCDC138 CEACAM1 CEP104 CFTR CHORDC1 CLOCK CNNM4 CNOT6L CNPPD1 COL4A1 CPEB4 CREB5 CREBRF CSMD1 CXCL8 DAZAP1 DCLK1 DENND4C DESI2 DLEU7 DNAH5 DOCK3 DPP9 DPYD EIF3J EIF5A2 EPAS1 FAM20B FGF13 FNBP1L GALNT1 GOLGA3 GPR158 HIBADH HOOK1 IFNAR2 KIF5B KLHL29 KRTAP22-2 LMLN LRRC59 MAPK8 MAPRE1 MID1 MLLT10 MYO19 NAV2 NCK2 NHLH2 NPL NRBF2 NUP43 PARP8 PATZ1 PDGFB PIK3CA PNPT1 PRKACA PRRC1 RAB21 RAP2A RBM7 RCOR3 RIT1 RPS6KA1 RSPO1 SCAMP5 SEC14L1 SH3D19 SIM1 SIX4 SLC25A15 SOX3 SPAG9 SUZ12 SVOP TNRC6B TRNT1 UBE2R2 USF3 VPS50 YARS2 ZC3H12C ZNF215 ZNF561 MIR6732_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6732_5P ABCC5 ARRDC4 CAPN3 CIC DBF4 DYNC1LI1 FOXP4 GPD1L HJV IDUA JADE1 KLK3 LAPTM5 LATS1 MARF1 NAV1 OAS2 RAB27A RND1 SH3PXD2A SKI SLC1A3 SLC25A27 STX17 TMEM169 WDFY1 ZNF580 MIR6733_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6733_3P ACYP2 ADAMTS6 ADSS2 ALG2 ANO6 APLNR ARHGDIB ATP2B1 BCL7A BLTP3A BMPER BTG1 C1orf21 CAST CCDC138 CCN2 CDCA7L CEMIP2 CERS6 CFAP90 CHD2 CITED2 CNR1 COL10A1 COL15A1 CPPED1 CREBRF CYP1A1 DPY19L3 DSG1 EFR3A ELAPOR1 EPAS1 ERCC6L2 EVI2A EYA4 FADD FBXO32 FGF12 FGF9 FGFR2 FSD2 FZD6 GABRA1 GCDH GLI1 GPATCH8 GRIK3 HCFC1R1 HUS1 IBSP IDI1 IGSF11 IPO7 IPO9 ITGB1BP1 ITGB8 KCNIP4 LIFR LIMD1 LMNB1 MACROD2 MAP3K20 MAPK10 MESD METTL21A MGST1 MOB3B MRS2 MSI2 NAA30 NAV2 NEK1 NEK7 NEXMIF NPTN NR1D2 NREP NRIP3 NRP1 OLFML1 ORAI3 ORC5 PADI2 PAFAH1B1 PAPOLA PCF11 PDLIM1 PDS5A PHIP PIGX PLG PLXDC2 PPFIBP1 PPP1CB PRDM10 PRDM11 PRG4 PTPRG QTRT2 RAB9B RASSF3 RPS6KA3 RSPH4A RUFY4 SCN1A SCN3A SH2B3 SIX4 SLC17A2 SLC7A14 SNN SOGA3 SOS2 SOX11 SOX2 SP3 STYX SYT2 TAF1C TDRD6 TEK TFB1M TMEFF1 TMEM229A TNFSF15 TOMM22 TOMM70 TRAF1 TRIM5 TSR1 UBLCP1 VAX2 VIP VTI1A WAC YOD1 ZC3H12C ZEB2 ZNF195 ZNF382 ZNF75A MIR6733_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6733_5P AAK1 AAMP ABCC1 ABHD13 ACER2 ACP7 ACSL5 ADAM23 ADGRL1 ADNP ADPRHL1 AFF2 AGO3 AMMECR1 ANKRD17 ANKS1A ANTXR1 APOOL ARCN1 ARFGEF3 ARHGAP36 ASCC3 ASTN1 ATL2 ATP1B1 ATP6V1G2 ATP8B4 ATXN2L BCL9 BEND3 BLTP3A BRPF1 BRPF3 BTN3A3 C1orf198 C3orf14 C6orf89 C9orf72 CACNA1E CADM1 CCDC30 CDCA3 CDH11 CDK5 CGN CHD3 CHTF8 CLASP1 CLASP2 CLEC7A COLGALT2 CREBL2 CTNNA3 CXCL12 CXCL14 DCAF16 DGKH DLC1 DLG3 DNAJC6 DPF2 DSCAM EBF3 EFNA5 EFR3B ENTPD4 EPM2AIP1 EPN1 EPS8L3 ERBB3 ERGIC1 EVC F5 FAM120A FAM234B FAR2 FAXC FBXO4 FECH FGF18 FILIP1 FKBP5 FMO1 FNDC3A FOXN1 FRA10AC1 GAS7 GEMIN8 GKN2 GLYATL3 GMNC GOLPH3 GORASP1 GPC6 GPRASP3 GRM5 GRM6 GSPT1 GSTT2B GUCY1A2 HAO1 HDGFL3 HERC3 HLA-DQA1 HMGN5 HSPA9 HSPB6 IGF1 IPPK KCMF1 KIF21B KLF14 KLF8 KLHDC10 KLHL3 KMT2A KNSTRN KPNA3 KRBA1 KSR2 LANCL1 LINC02897 LIPA LMBRD2 LOX LRRC51 LYN LZTS3 MAPK8 MAPRE2 MARCHF4 MARK1 MARVELD3 MAT1A MBOAT7 MCM10 MCTP1 MECP2 MEGF8 MEP1A MEX3C MIA3 MIF4GD MMD MYCL NALCN NCAN NCBP3 NEUROD1 NFIA NOTCH2NLA NOVA2 NPAS3 NR3C1 NSD1 NUDC OPN3 OSBP PAPPA PARP15 PBX2 PCDH12 PCGF3 PDK3 PFKFB2 PFN2 PIGN PKD2 PLA1A PLCD4 PLEKHS1 PLS3 POU3F4 PPIP5K2 PPM1L PREX2 PRKAB2 PRX PSTPIP2 PTN RAB33A RAB5B RAB8B RABGAP1 RAD54L2 RAET1E RAPGEF6 RAVER2 RBM4B RC3H1 RGS8 RICTOR RIMOC1 RND3 RNF175 RORA RPH3A RPP14 RTL5 SAMD10 SCUBE2 SELENOI SEMA3G SENP1 SH3D19 SH3KBP1 SHISAL1 SHPRH SHTN1 SLC13A5 SLC18A1 SLC4A8 SLC7A14 SMIM12 SNRK SNX11 SNX27 SPICE1 SPOCK3 SRRM4 ST3GAL1 STRADA STRN4 STYX SULT1C4 SUOX TACC1 TAP2 TDRKH TERF1 TESK2 TGFBR1 THSD7A TIGAR TIGD3 TMEFF2 TMEM164 TMEM185B TMEM217 TMOD2 TMPRSS13 TNFAIP1 TNIK TOB2 TRABD2B TRIM47 TSC1 TTC9 TTI2 UCMA USP46 VANGL2 VCL VPS25 VTCN1 WDR26 WDR43 WDR5B XBP1 YIPF5 YWHAG YWHAZ ZBTB20 ZBTB4 ZBTB43 ZBTB9 ZDHHC18 ZDHHC21 ZDHHC9 ZEB2 ZKSCAN7 ZMYM3 ZNF3 ZNF326 ZNF704 ZNF84 MIR6734_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6734_3P ADCY1 ADGRF5 ADORA2A AGO1 AGPS AK4 ANKS1A AP1G1 APH1A AQR ARF6 ARHGAP17 ASPH ATXN1 BRPF3 C1orf74 CACNB3 CAMK1D CARM1 CBLL1 CBX1 CCDC182 CCDC85C CDK14 CHST11 CREB1 CRY2 CTCF CTDSP1 CXCR5 DESI1 DGKG DLAT DLG5 DNAJC21 DOCK5 DOLPP1 DQX1 EIF4EBP2 ENTREP1 EOLA1 EPHB1 EPHB2 ERMP1 FAM53C FFAR4 FIGNL2 GABBR1 GALNT6 GFI1 GGA1 GLIPR2 GMEB1 GPR161 GPR26 GPR52 GPR55 H6PD HES2 HIF1AN HRAS HTT IFFO2 KALRN KAT7 KDM3B KDM4C KHNYN KLHDC7A L2HGDH LARS2 LEP LIPH LPIN3 LRIF1 LSAMP LYRM7 MLEC MORC2 NAV1 NCOR2 NCR3 NCSTN NECAP2 NFE2L1 PARP1 PCP4L1 PCYT1B PIM2 PLCXD3 POLR1A POU2F2 PPP4R3A PRCD PRDM4 PRKAA2 PROX2 PTCD3 RAB11FIP4 RAB7A RAP1B RASSF10 RB1 RBM15B RBM33 RBPJ RCOR1 RIMS4 RMND5A RNF215 RNLS RORB SCIMP SIRPA SLC6A17 SMCR8 SNX1 SPATS2L STYX SYT2 TBC1D16 TBL1X TFE3 THBS1 TJP1 TMEM178B TMEM260 TNRC18 TNRC6B TOR1B TSC1 TTC39B UNC5D UNKL VANGL1 WDR45B ZCCHC18 ZNF511 ZNF559-ZNF177 ZNF584 ZNF781 ZNF827 MIR6734_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6734_5P ABCC5 ACOT2 AHNAK AKTIP ALKAL2 ARHGEF2 ASCC2 ASTN1 BCAM BMF C17orf78 CASP2 CCDC85A CELSR2 CENPL CIDEB CLIP3 COL1A1 CPSF4 DISC1 DPH6 EIF5A ENPP1 EP300 FCRLA FKTN FMR1NB FUBP3 GAGE1 HSPA1L ICAM5 IPO9 JTB KAAG1 KIF20B LYPD6B MASP1 MKNK1 MSTN NLRP4 NTRK2 PAK3 PAX9 PCDH17 PDCD1LG2 PDE7A PHF24 PLEKHG3 PNKD PPIB RAP1A RASAL2 RBFA RGMA RGS20 RNF165 RSPO2 S100A10 SAMD4B SEPTIN6 SHANK1 SNRNP27 SON STIM1 SUMO1 SYP SYPL2 TAF5L TBX6 TPST2 TRAPPC8 USP15 MIR6735_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6735_3P ACOT11 ANKFY1 ASF1B BRK1 BRPF1 BSN BZW2 CCDC85C COBL ESYT1 FAM168A FAT4 FGF9 FLRT3 FMNL3 FXN IQSEC2 ITGB1 KAT2B KIRREL1 LAMP5 LIN7C MRPL17 NDC1 NEMF PTPRD RHOBTB1 TMBIM1 TMEM123 TMEM184B TRAPPC9 USP49 WDR48 ZBED4 ZNF528 MIR6735_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6735_5P ACVR2B ADAMTS4 AGO1 AIF1L AK3 AMOT ANKFY1 ANKRA2 ARHGEF6 ATP2B4 C17orf67 CACFD1 CDIN1 CDON CECR2 CERS3 CHAF1A CLIC5 COL16A1 COL5A3 DCX DGKI DGKK DUSP13 ERG28 ETV4 FAM53A FAM78A FHL1 FNDC3B GABRA4 GOSR2 HNRNPR HR IKZF1 KBTBD2 KCNB1 KCND1 KCNIP1 KCNJ6 KIAA0513 KIF21B KLHL14 LDLRAP1 LSM12 LUZP1 MAFG MAP3K11 MORN5 N4BP1 NEUROD4 NFYA NOS1 NOTCH2 NQO1 PARP6 PAX5 PIANP PPM1M PRMT6 PRR32 PUM2 RAB1B RASSF4 REG3G RGMB RHBDL1 RIMS2 RNF19B RTKN SATB1 SCML1 SDC3 SH3GL2 SHOC1 SLC10A7 SLC37A1 SLC6A17 SMARCD1 SOX10 SRGAP2 SSR1 ST3GAL5 STAB2 STEAP2 STK35 SUSD6 TCEA2 TENT4A TLL2 TMEM201 TMEM217 TRIM26 TRIM35 TRIM4 TRIM46 USP7 VPS39 VPS53 WASF2 WDTC1 XYLT1 YTHDF3 ZNF385A ZNF862 MIR6736_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6736_3P ABR ACVR2A AGO1 ALDH5A1 AOX1 AP1G1 APOL3 BEAN1 BTN2A2 BTRC CCNF CD34 CD6 CELF4 CLEC4G COMMD5 CPEB2 CUEDC1 CYB561 CYTH2 DCHS1 DCTN5 DDX49 DDX56 DLGAP1 DMC1 DNAJC3 DNPEP DOCK11 DRICH1 EEF1AKMT3 EIF4E ENDOD1 FAM234A FAM78B FAN1 GIMAP1 GRHL2 GRK3 HECW1 HNRNPH1 HSF5 HSPB8 HTT HYCC2 IL17RD INAVA IP6K2 JPH1 KCNB1 KCNIP2 KCTD5 KCTD7 KDM4A KLHDC3 KLHDC7A LDHA MAP2K3 MAPK11 MBD6 MED14 MED29 MFSD13A MICAL2 MIEF2 MNAT1 MRPL57 MTMR4 MTSS2 NECTIN1 NEK9 NFATC1 NPTX1 NRP1 NSUN2 PAK1 PCTP PDE1C PDE7B PHF8 PIEZO2 PIK3C2A PIKFYVE PLA2G4C PLP1 PLXNA4 PPCDC PPP1R14C RAB5IF RANBP9 RGS16 RNF183 RSBN1L RXYLT1 RYBP SLC12A8 SLC25A36 SP4 SPDYE1 SPDYE2 SPDYE2B SPDYE5 SPDYE6 STAT3 STMN4 STRA6 TBC1D22B TMEM243 TRDMT1 TRIB2 TRIM25 TSPAN5 UBE2QL1 UGT1A1 UGT1A10 UGT1A3 UGT1A4 UGT1A5 UGT1A6 UGT1A7 UGT1A8 UGT1A9 VCL ZFYVE27 ZNF250 ZNF384 ZNF609 ZNFX1 ZZZ3 MIR6736_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6736_5P ADH6 BEST1 C6orf89 CAMK2D CD37 CMTR1 CRNKL1 DHFR DOCK7 DUOX1 EPM2A ETFRF1 EXOC3L2 FGFR1 FLI1 GEMIN5 GLYATL2 HDGF HSD17B4 IQSEC2 KSR2 LIPA MFAP5 MPDU1 MSRB2 NRG3 NTS OCM OCM2 OSBPL1A PHLDB2 PRPF38B QKI RAB27B RPE SALL3 SLC35E2A SLC66A1L SPTBN1 SUOX TBX5 TNPO3 TYRO3 USP14 YIPF1 ZCCHC17 ZNHIT1 MIR6737_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6737_3P ACAD10 ACADSB ADAMTS3 ADCY5 AGL AHRR ALDH5A1 ANKRD44 AP2A1 APLP2 APOB AS3MT ATP10A ATXN2 B3GAT1 BBIP1 BCHE BCL3 BICD1 BIVM C11orf58 C11orf87 C18orf25 C18orf63 CA2 CADM2 CALN1 CARD17P CCDC32 CDC6 CELF5 CEP350 CEP85L CHD6 CHMP2B CLCN5 CLK3 CNDP1 COA5 COL4A4 COL6A5 CXXC5 CYP2U1 DCAF10 DDO DDX5 DDX6 DICER1 DIDO1 DPF1 DTNA DYNC1I2 EGFR EIF3H ELK4 EPB41L5 ERRFI1 ESAM ETS2 FAM219A FAM229A FAM53A FAM78A FEM1A FGF12 FGF14 FGFRL1 FHOD3 FIGNL1 FKBP10 FOXN3 GPAM GRIP1 GSG1 GSK3B HECTD1 HEXIM1 HIVEP3 IER5 JCHAIN KANSL1 KCNF1 KCNQ4 KLF12 KLF9 KLHDC10 LALBA LIFR LIMCH1 LMNB1 LRIG1 MARCHF4 MAST4 MAT1A MBD6 MBNL1 MEA1 MECP2 MED23 MGAT4A MIER3 MMP24 MYLIP NAMPT NAT8L NCAM1 NKAPD1 NRBP1 NRK NUDT5 OGT PACS1 PALLD PALM2AKAP2 PAN3 PCDH17 PCDH8 PCGF2 PDAP1 PECAM1 PHF13 PHTF2 PLEKHF2 PLGRKT POC1B POU2F1 PSME4 PUM2 PYHIN1 RAB5IF RAB7B RAB8B RAD23B RASSF5 RHBDL3 RICTOR RIMS1 SAMD12 SCAI SCN4B SDC2 SKIL SLC11A2 SLC1A2 SLC1A4 SLC35F1 SLC38A1 SLC39A1 SLC9A6 SLITRK6 SORCS1 SP4 SPIRE1 SPRED1 SRCIN1 STAU1 STK35 TAB3 TAC1 TENM3 TIAL1 TLCD4 TMEM132B TMEM187 TMF1 TOP2B TOX3 TRARG1 TSPAN7 TTC39C TUBG1 TULP3 UBN2 UPRT USF2 USP31 VIRMA VPS13A WDR3 WDR47 WWP1 YEATS4 YY1 ZDHHC11 ZDHHC2 ZFAND5 ZFHX3 ZMYND10 ZNF267 ZNF275 ZNF33A ZNF518A ZNF704 ZNF831 ZZZ3 MIR6737_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6737_5P AAK1 ACSM2A AGAP1 AGK AK7 ARL17A ARRB1 ASAH2B B3GALT5 CC2D1A CCT8L2 CFL1 CHD6 CLIP3 COL11A2 CPNE3 CPNE5 CRACD CSAG1 CSAG3 DHX8 DLK1 DLL3 DNAJB4 DNAJC8 EGFR FABP2 FBXO46 FCER2 FCRLA GFAP GPR82 GREM1 GRIN2A GRM6 GTDC1 GUCD1 HECW1 HTR3C HTR3D IFFO2 IQGAP3 ITPKC ITPRIPL2 KCNC4 KSR2 LCE2C LINC03042 MAP1A MCCD1 MDM4 MEF2D MINAR1 MROH6 MUC17 NRXN2 NUDT4 PAFAH1B2 PATZ1 PIGL POLR3C PPP1R9B PPP6C PRAF2 RAD51B RCC2 RNASEH2C RNF2 RS1 SETD9 SLC13A5 SLC25A23 SLC48A1 SRGN TMCC3 TMEM222 TRIQK UBE2W WWTR1 ZFHX2 ZNF345 ZNF579 ZNF774 MIR6738_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6738_3P AAK1 ADAMTS5 ADGRL3 AMER2 ANKRD42 ANO8 APPBP2 AR ARL13A ASB5 ATP11A ATP23 ATP2A2 ATRX BOD1L1 BPTF BRD8 C1orf56 CA12 CAPS2 CBFB CCDC126 CCNG2 CDY1 CDY1B CFLAR CHGB CHSY1 CIPC COL14A1 CRHBP CSTF3 CTDP1 DENND11 DENND1B DIXDC1 DNAJC1 DPPA4 DSC3 DUSP2 EML4 ENSG00000266560 ESR2 EXOSC3 FAM78A FLNB FLRT1 FMN1 FRMD7 FUT4 FUT9 GARIN2 GATA3 GNAL GNAS GPR107 GRID2 GSPT1 GXYLT1 HELZ HMG20A HTR1A HYCC2 IGF2BP1 KBTBD4 KDM3A KIAA0513 KIAA1549L LMBR1 LRRC2 LRRC28 MAGEA5P MAPK8 MOCS2 MYH14 NAA15 NAPB NCOR2 NFIB NIPA2 NIPBL NOTCH1 NR4A3 NRG4 NUFIP2 ODC1 OSBPL2 OXNAD1 PAK5 PALLD PGD PHIP PIBF1 PLB1 POLH PPARA PPM1K PRDM2 PRMT2 PROM2 PRR4 PSAP PSMC2 PYGO2 RAB23 RAB37 RAPH1 RNF212B RPRD1B RYK SCAI SCN8A SHLD1 SIRT5 SLC30A7 SLC5A3 SLC6A4 SPTY2D1 SRPRB STRAP SYCE2 SYNPO2 TCAF2 TEAD1 TENM1 TGFBR1 THSD7B TM9SF2 TMEM158 TMEM167A TMEM178B TMEM232 TNFAIP8L3 TRAM2 TRPV3 TUT4 TXLNB UBE2L3 UFL1 USP48 USP9X VPS35L VSTM4 WDFY3 WDR48 YAP1 YME1L1 YTHDF1 YWHAZ YY1 ZBTB34 ZCCHC2 ZFHX3 ZFP91 ZNF215 ZNF439 MIR6738_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6738_5P ARHGEF37 BMF CASP14 CASP2 CD1C CEP20 COMMD9 DHRSX DISC1 DNAI1 DOCK9 FAP FOXP4 GDE1 GOLM2 IGLON5 IL24 KAAG1 KCNQ3 KDM5C KIAA1143 MKRN1 NOVA1 RAB5B ST6GALNAC6 SYP TEX51 TRIM11 TRIM14 VGF ZFYVE28 MIR6739_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6739_3P ABHD5 ADCY9 ADGRL1 AEBP2 AKAP1 AKAP6 ANKRD50 ARHGEF26 ARID2 ARMC8 ATXN7 BBOF1 BCL11B BCL6 BMPR2 BRINP1 C1orf109 C1orf141 C8orf44-SGK3 CA8 CACNG2 CAST CASZ1 CCDC181 CCDC6 CCL28 CCNDBP1 CCNY CENPM CEPT1 CHIC1 CLCN2 CNGB1 CNOT11 COG2 COL4A3 CPNE8 CREBZF CRISPLD2 CRYBG3 CSNK2A1 CYP7B1 CYS1 DERL1 DIP2C DIRAS2 DISC1 DLG2 DLG3 DMXL1 DNAL1 DNALI1 DSC3 DUSP6 EDIL3 EFCAB5 EIF2S1 EIF4G3 EIF4H EIF5A2 ELAVL4 ELK4 EMB ERBB4 ERCC6L2 FOXF1 FZD8 GABRG1 GATA6 GOLPH3 GPHN GPM6B GREM2 GRIK5 HIVEP2 HLCS HMGB3 HNRNPD HOXC4 IFT80 IGFBP4 INSIG2 IRS1 ITPKB ITPR2 KCNAB1 KCNJ13 KIT KLF4 KLF5 KLHL20 LARS1 LDHB LPAR4 LRAT LRIT3 MAN1A2 MAP3K2 MATR3 MB21D2 MBNL1 MBNL3 MED31 MEF2A MEST MID2 MMGT1 MXI1 NAALADL2 NBEA NCOA2 NKAPD1 NLK NOG NOSIP NOTCH2NLA NOX3 NR6A1 NXT2 OPA1 PABIR1 PAG1 PAQR3 PBRM1 PDE10A PDE4D PDK3 PDPK1 PLEKHA3 POC1B POU4F1 PREX2 PRLR PTP4A2 PTPMT1 QKI RAB33B RBM47 RBPJ RHOJ RIMS1 RLF RUNX2 SCIMP SEC23A SEMA3D SERAC1 SERINC4 SETBP1 SETX SGK3 SIPA1L2 SLC10A7 SLC25A31 SLC4A4 SLCO4C1 SOCS5 SOX14 SPAG9 SPOCK1 SPOP SSUH2 SULF1 SYTL5 TASOR TCAIM TCF12 TENT2 THEMIS TNPO3 TOP1 TRIM51 TRIM66 TSC1 TSPAN2 UBE3A UFM1 ULK2 UST XKR5 XKR6 YOD1 YWHAZ ZBTB10 ZBTB20 ZC3H14 ZFP36L2 ZFP69 ZFYVE28 ZIC5 ZNF385B ZNF470 ZNF704 ZNF831 MIR6739_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6739_5P AAK1 AAMP ABCC1 ABHD13 ACER2 ACP7 ACSL5 ADAM23 ADGRL1 ADNP ADPRHL1 AFF2 AGO3 AMMECR1 ANKRD17 ANKS1A ANTXR1 APOOL ARCN1 ARFGEF3 ARHGAP36 ASCC3 ASTN1 ATL2 ATP1B1 ATP6V1G2 ATP8B4 ATXN2L BCL9 BLTP3A BRPF1 BRPF3 BTN3A3 C1orf198 C3orf14 C6orf89 C9orf72 CACNA1E CADM1 CCDC30 CDCA3 CDH11 CDK5 CGN CHD3 CHTF8 CLASP1 CLASP2 CLEC7A COLGALT2 CREBL2 CTNNA3 CXCL12 CXCL14 DCAF16 DGKH DLC1 DLG3 DNAJC6 DPF2 DSCAM EBF3 EFNA5 EFR3B ENTPD4 EPM2AIP1 EPN1 EPS8L3 ERBB3 ERGIC1 EVC F5 FAM120A FAM234B FAR2 FAXC FBXO4 FECH FGF18 FILIP1 FKBP5 FMO1 FNDC3A FOXN1 FRA10AC1 GAS7 GEMIN8 GK5 GKN2 GLYATL3 GOLPH3 GORASP1 GPC6 GPLD1 GPRASP3 GRM5 GRM6 GSPT1 GSTT2B GUCY1A2 HAO1 HDGFL3 HERC3 HLA-DQA1 HLA-DQA2 HMGN5 HSPA9 HSPB6 IGF1 IPPK KCMF1 KIF21B KLF12 KLF14 KLF8 KLHDC10 KLHL3 KMT2A KNSTRN KPNA3 KRBA1 KSR2 LANCL1 LINC02897 LIPA LMBRD2 LOX LRRC51 LUZP1 LYN LZTS3 MAPK8 MAPRE2 MARCHF4 MARK1 MARVELD3 MAT1A MBOAT7 MCM10 MCTP1 MECP2 MEGF8 MEP1A MEX3C MIA3 MMD MYCL NALCN NCAN NCBP3 NEUROD1 NFIA NOTCH2NLA NOVA2 NPAS3 NSD1 NUDC OPN3 OSBP PAPPA PARP15 PBX2 PCDH12 PCGF3 PDK3 PFKFB2 PFN2 PIGN PKD2 PLA1A PLCD4 PLEKHS1 PLS3 POU3F4 PPIP5K2 PPM1L PPP1R15B PREX2 PRKAB2 PSTPIP2 PTN RAB33A RAB5B RAB8B RABGAP1 RAD54L2 RAET1E RAPGEF6 RAVER2 RBM4B RC3H1 RGS8 RICTOR RIMOC1 RNASE9 RND3 RNF175 RORA RPH3A RPP14 RTL5 SAMD10 SCUBE2 SELENOI SEMA3G SENP1 SH3D19 SH3KBP1 SHISAL1 SHPRH SHTN1 SLC13A5 SLC18A1 SLC4A8 SLC7A14 SMIM12 SNRK SNX11 SNX27 SPICE1 SPOCK3 SRRM4 ST3GAL1 STRADA STRN4 STYX SULT1C4 SUOX TACC1 TAP2 TBX15 TDRKH TERF1 TESK2 TGFBR1 THSD7A TIGAR TIGD3 TMEFF2 TMEM127 TMEM164 TMEM185B TMEM217 TMOD2 TMPRSS13 TNFAIP1 TNIK TOB2 TRABD2B TRIM47 TSC1 TTC9 TTI2 UCMA USP46 VANGL2 VCL VPS25 VTCN1 WDR26 WDR43 WDR5B XBP1 YIPF5 YWHAG YWHAZ ZBTB20 ZBTB43 ZBTB9 ZDHHC18 ZDHHC21 ZDHHC9 ZEB2 ZKSCAN7 ZMYM3 ZNF3 ZNF326 ZNF704 ZNF84 MIR6740_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6740_3P AAK1 ACAA2 ACTN4 ACVR2A ADAM12 AIG1 ANKRD50 ANKRD7 ARID1A ATP2B1 ATP7A AXIN2 BRINP3 BTBD3 C10orf62 C18orf25 C1orf226 C3orf14 CCT2 CD9 CDR1 CHCHD3 CHN2 CHRM5 CMPK2 CNOT7 COPS4 DDHD1 DENR DERL2 DNAJC27 DNAL1 DOCK4 DUSP1 DUSP11 DUSP3 EBAG9 EIF4A1 ELAPOR2 EPHA7 ESCO1 ETNK1 FAM9B FAM9C FASLG FCRL4 FGF14 FGF18 FOXJ3 GALNT13 GATAD2B GLI2 GPATCH2L GPR6 GYPA GZMK HEATR5A HLCS HNRNPA1 HNRNPA1L2 HOXA4 HSBP1 HTR4 HUS1 IFRD2 INPP4A INPP5K KCMF1 KCNA1 KDM2B KDM5D KIF3B KLF5 LDAH LPP LRRC18 LRRTM3 LVRN MACO1 MANEAL MARCHF6 MEGF10 MEGF11 MORN4 MRPL36 MSANTD3-TMEFF1 NBEA NBPF14 NDFIP2 NODAL NONO NRXN1 P2RY14 PAPPA PDE4DIP PDPN PFDN4 PHACTR2 PIF1 POLR3E PPP4R2 PRKAB1 PRRC1 PSG1 PTCHD3 PTPN12 PURA RALGAPB RAPGEF2 RASSF8 RBPJ RHOJ S1PR3 SALL1 SBK1 SEMA6D SESTD1 SH2D4B SHTN1 SIK2 SLC13A4 SLC25A36 SLC30A4 SMCO3 SPAST SPRY4 SRSF10 STAT1 STK35 SUPT3H SYNPR TAF4B TC2N TCTN1 TECTB TINF2 TLL1 TMEFF1 TMEM212 TMEM38B TMEM39A TNPO3 TRABD2B TTBK2 TTPAL TYW3 UBE3A ULBP3 USH2A VCL WDR17 XRCC2 XYLB YTHDC1 ZBTB18 ZNF275 ZNF462 ZNF70 ZNF704 ZNF75A ZSCAN30 MIR6740_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6740_5P AFF1 APOL3 ASAP2 ATP1B4 BRI3BP C3AR1 C5orf15 C5orf24 CCNB3 CFL1 CHD2 CTBP2 CTCF DISC1 DTX4 ELMO1 FAM117B FAM162B GOPC GPR135 GRAMD1B GRPEL1 HAPLN1 HMBOX1 JADE3 JOSD1 KALRN KIAA0930 KIF26B KRTAP4-6 LRRC51 MAK16 MIS18BP1 MOSMO MRPL42 MTMR4 NCALD PCDHB5 PFKFB1 PHYHIPL PLEKHF2 PLEKHS1 PMP22 POLR1C PPP1R3A PRRX1 RASSF3 RBM39 RBMS3 RGS21 RPA3 RPS6KB1 SEPTIN11 SLC34A2 SLMAP SPRED3 TAOK1 TAPBPL TMEM174 TNFSF10 TRMT10C UBE2F VCP ZC3H12B ZFYVE28 ZNF236 ZNF578 MIR6741_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6741_3P FOXF1 KCNB1 MAB21L1 MKX UBQLN1 MIR6741_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6741_5P ADGRL1 ARL4C ARV1 ATP2B4 CHRNG CMTR1 DNALI1 FBXW11 FLVCR1 HNRNPA1L2 INO80D MAP3K6 MXD1 PAPPA PCTP SAMD4A SCG3 SPN STMN3 TAF5 TMEM40 TRIM10 MIR6742_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6742_3P AARS2 AHCYL2 AIPL1 ALPK3 ALS2CL ARID5B ARRB1 ASH1L ATXN7L3 BACE1 BBS1 BDNF BEND3 BTRC C1QTNF6 CEP44 CNTNAP1 CREB3L1 CYTH3 CYTL1 DCTN5 DLGAP3 DNAAF11 DPYSL5 DTNB EGFR ELAC2 ELMO2 EPDR1 EPHA5 ERF FAM168A FGF11 FOXC1 GALNT11 GFAP GID4 GTF2A1 HAUS2 INHBA INSYN1 ITGA5 KCNAB1 KLK4 KPNA6 KRT72 LASP1 MAK16 MAN2B2 MAU2 MBTD1 MOSMO MTF1 MYOCD NCDN NFKBIZ NIPAL3 OPN4 OSCAR PAPPA PHIP PICALM PIP4K2B PLCXD2 PLEKHG4B PLXDC2 PPP2R2C PRAF2 PSMC4 PSMF1 PTPRT RAB5B RASD1 RIT1 RNF2 RPL13 RPS6KA1 SEC14L4 SHISA7 SLC23A2 SLC26A9 SLC45A3 SMC3 SOGA1 SOX10 SPTLC2 STK4 TBC1D16 TDP1 TFB1M TGFBR1 THBS3 TNFRSF9 TNFSF10 TWIST2 USP31 VPS53 WDR47 ZNFX1 MIR6742_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6742_5P ADD1 AGPAT1 ARRB1 ASGR2 CORIN CYP26B1 DIP2B DIRAS2 DMGDH DNMT3A DPP8 DVL3 EMX2 ERF F11R FBXO41 G6PC2 HIF3A IGF2 INKA2 KCNS2 KNTC1 MARK4 MN1 NTSR1 PCBD1 PRSS33 PSME3 PTK7 R3HDM2 REEP5 RIMOC1 SCGB2B2 SEMA4G SEMA6A SHCBP1L SLC44A1 SPATA31D4 SRD5A3 STN1 SYN1 TMEM132B TNKS1BP1 TRNP1 ZNF138 MIR6743_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6743_5P AFF4 ARPC4 CDC42EP1 CDK19 CHD3 CHIA CHST5 CNOT6L CPEB3 DGAT2 DPY19L1 EEIG1 FBRS FUT8 GSTT2B GTPBP1 GYPB ISLR MITF MLIP NEGR1 PCDH9 PLA2G6 PLCB1 POU2F2 PPARD PTPN1 SINHCAF SMUG1 SNW1 SPRY2 SUFU TANC2 TFB1M TMEM132B TMEM260 TULP3 UBE2M MIR6744_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6744_3P ADGRG5 AMZ1 ANKH ANO5 ARRB1 B4GALNT3 BACH2 BSN C18orf25 CASZ1 CD2AP CDK14 CELF1 COL5A1 DCUN1D4 DMRT2 DSC1 DYRK1A EOLA1 EVC F2RL3 FBXL7 FIBCD1 GRAMD1B GREM1 IL20RA INHBB JADE3 KALRN KCNA6 KLHL29 LHX6 MEGF8 MRAP NCAPG NKAIN2 PDXK PIK3R1 PPME1 PRKCA PSME3IP1 PTCH1 QRICH1 RNF222 SH2B1 SH3KBP1 SLAIN2 SLC10A3 SLC26A7 SLC38A2 SLC4A8 SNED1 SOGA1 STMN4 STX16 TAF8 TANGO6 TESMIN TFAP4 TIFAB TMEM178B TSC1 YPEL1 ZNF346 MIR6744_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6744_5P ADAMTSL1 ADCY9 AK2 AR BEST3 C20orf173 CCDC50 CTNND2 ENTPD5 FAM135A FAM169BP FOXR2 GMCL1 GSG1L IGLL5 IL1R1 IREB2 KLF12 KLK10 KRT10-AS1 METTL4 MORF4L1 MROH8 NAT1 NF1 NGDN NIPA1 OPRM1 PALMD PANK3 PCBP2 PCDH12 PDE8B PIAS2 RANBP3L RYR2 SEC23IP SLC18A2 STK25 STOX2 SWT1 UBE2Z UCP2 YBX1 YWHAZ ZNF425 ZNF449 ZWINT MIR6745 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6745 ACACB AK2 APPL2 ARHGAP1 ARMCX6 ATCAY ATF2 ATP2B2 BTN3A1 C2orf68 CACNA1E CALN1 CCDC150 CHAD CIAPIN1 CMTR1 CPS1 CTNNA3 EBF1 EDA ELMO1 ENTPD2 ERGIC1 FBXO41 FGF12 FGF5 FHIT FOXJ2 FRAT2 GRB2 GSG1L H2BC21 HIC2 IL17RD IQSEC2 IRF2BP1 ISCA1 ITFG2 ITGBL1 KCNK17 KDM5C KLK10 LINC02694 MAPK6 MEF2D MGAT5B MPV17L MS4A10 MTHFR OPCML PAQR4 PHF8 PLBD2 PLEKHG4B PNMA8B POU2F3 PREP PRRT1 RIMS4 RTKN2 S100A4 SAP130 SCRN3 SEMA6A SHC1 SLC24A3 SLC6A1 SMCP SMG6 SMURF1 SNX27 SOD3 SP6 SYN1 SYNPO2L SYT15 TERF2 TMEM161B TMEM178B TNK2 TNRC6C TRA2A TRIM29 TRIM67 TTC39C TTYH3 UAP1L1 VWDE ZDHHC21 ZDHHC22 ZNF148 ZNF426 ZNF490 ZNF503 ZNF587 ZNF827 MIR6746_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6746_5P CYB561D1 MICAL3 NUMA1 RITA1 TMEM120B MIR6747_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6747_3P AAK1 ACACA AHDC1 AIDA AMOTL1 AMZ1 AP5B1 APBA1 ARL5A ASXL1 ATP11B B3GNTL1 BCL2L1 BCORL1 C2CD2 C6orf120 CACNG8 CAMK1D CBLN1 CHMP4B CHRM1 CHRNA5 CLCN2 CLIC5 CLIP2 CLK3 COL26A1 CRTC1 CSMD2 CTNS DESI2 DHRS3 EIF3L EIF4G1 ENSA ERC1 FA2H FAM222A FRS2 GAB2 GALNT6 GOLGA6L1 GOLGA6L6 GRAMD1B IFNAR1 IL6R INKA2 IQSEC3 KANSL3 KCNC1 KCNK6 KCTD1 KDM1B KDM3A KIDINS220 LINC02693 LINGO2 LY9 MBNL3 MFSD6 MGAM2 MGAT3 MIDN NECTIN2 NIT1 NKD1 NOS1 NOVA2 NR6A1 NSD2 OPA3 ORAI2 PARD3B PBX1 PEAK1 PGAP4 PHF24 PLAGL2 POLR1E POLR2C POM121C PORCN POU2F1 PPP1R3B PREB PRR15 PTPRH PTPRZ1 RAB11FIP4 RAB6B RFX3 RHOV RMDN1 RP9 RTL9 RXRA SAMD8 SHISAL1 SNPH SPSB4 SZRD1 TBX5 TIPRL TLCD2 TLNRD1 TMEM121B TMEM40 TMEM72 TNNI1 TRIM56 TSTD3 UAP1 UBXN7 UGP2 ZER1 ZFYVE16 ZNF346 ZNF516 ZNF579 ZNF629 MIR6747_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6747_5P AAK1 BEST1 CALML4 CCL21 CD302 CDC6 CSAG3 EFNA5 FCER2 FOXI1 FZD8 GIGYF2 IGFBP5 IL34 KCNC4 KIF21B LY75-CD302 MAX MCCD1 MDGA2 MET NCDN NFKB2 PARS2 PILRB PKD1L2 PPP1R3G PPP3CB RAD51B SLC13A5 SLC25A23 SLC48A1 SOX12 SRGN SYNGAP1 TBC1D19 TBC1D20 TMEM176A VAMP2 ZDHHC3 ZKSCAN5 MIR6748_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6748_3P AAK1 ABCF2 ABHD15 ACP2 ADNP ANKS1A ARL10 ATP13A4 BMPR2 CAMK1D CAMKK1 CBX7 CCDC191 CCDC88C CTDSPL CYREN EGR1 EIF2A ELFN2 EPO FABP5 FAM221B FOXN4 FUT1 GDNF GLI2 GLUL GPR61 HIF1AN HMGN2 HNF1A ICMT IQGAP1 IQSEC3 KCNS1 KREMEN2 LGSN LIMS2 LOXL3 MAP3K19 MED31 MEF2D METAP2 MGAT3 NAP1L1 NMRK1 NPTXR NR2C2 OAS2 PDSS2 PIK3C2B PIWIL3 PODXL POMGNT1 PPP6R3 PRSS8 PTPRB RDX SCN8A SEC14L3 SH3PXD2A SLC1A3 SMARCA4 SMCO3 SNRPE SPEG SYNPO2 TACC2 TANGO2 TATDN2 TBC1D16 TIRAP TM9SF4 TMEM71 TNRC6C TPPP UNC5A UNC5C VANGL2 WDR91 ZDHHC3 MIR6748_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6748_5P ADGRA1 AMMECR1L ASB6 BAZ1B BCL7A BMP4 C1RL CACNA1A CACUL1 CCDC110 CD37 CDC40 CDKL4 CERS6 CLEC2D CNFN CRHR2 CT55 DTNA EDDM3A EDNRB FAM167A FGFR1 FOXI2 GRIK3 H2BC18 INHBB IQSEC2 ITGAV KLF13 LY6G5B LYL1 MEF2D MTMR3 NECTIN1 NHERF1 NR6A1 NUDT7 PALM PCYT1A PDE6B PEX13 PIERCE1 PLIN3 RNLS RTL9 SCN3B SDC3 SEM1 SIRPB1 SLCO3A1 SORCS2 SOX2 SULT4A1 SUPT6H TCF4 TET2 TIFAB TJP1 TMEM108 TMEM95 TNPO3 TRARG1 TRPM6 VEGFA VSIG1 XAF1 YWHAH ZBTB20 ZMIZ1 ZNF821 MIR6749_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6749_3P ABCC6 ARFGEF3 ARL8B ARMH3 ATXN7 BAHD1 BHLHE41 BICD2 BLTP2 BLTP3A BOD1L2 BRINP1 BTBD9 C22orf46P CACNA1C CASTOR2 CDK19 CHD3 CLOCK CNNM4 CNTNAP2 CPLX2 CSF2RA CTU1 DAG1 DCAF4L2 DHFR DIO2 DMRTB1 DNAH5 DOK7 DTX3L EIF4EBP2 ELK1 ELOVL6 FAM131A FOS FOXK1 GDF6 GJA5 GJB7 GOLT1A GRM1 HCFC1 HSD11B1L ICOSLG JADE3 KIAA0513 KLF3 LINC03042 LSAMP LTBR LYSMD4 MEOX1 MIGA1 MINDY2 MYO1B NBEA NFASC NR3C1 NRIP3 NSD1 NTRK2 NYAP1 ORC5 OSBPL6 OTUD7B PDE12 PID1 POP4 PPP1R3E PPP3R2 PRDM6 PTPRJ RBM15 RHOB RIOK3 RNF2 S100A5 SAMD4A SDC2 SENP6 SESN3 SFSWAP SH3PXD2A SHISA6 SLC4A10 SNAI2 SNX27 SORCS3 SOX12 SPTB SRF SV2B SVEP1 TBC1D1 TENM1 TFE3 THSD7B TNPO2 TNRC6B TRHDE TSHZ2 TXNIP UBE2H UBN2 UGT3A1 VASH2 VTA1 VTCN1 WDR91 XBP1 XKR8 ZCCHC2 ZNF468 ZNF629 MIR6750_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6750_3P ADAMTS5 ATOH7 ATXN7L3 C5orf15 CDC14A CENPA CFAP47 CHCHD2 CHD6 COPS7A CPA4 CTBP2 DNAJC25-GNG10 DTL DTWD2 EHBP1 EML6 ERLIN2 FAM199X FAM241A FNDC3A FYN GCH1 GNG10 GPR158 HDAC2 HEY1 HPGD KCNA7 KCNC2 LHX1 MAP1B MARK1 MED13L MPZL1 NRP2 NUP160 PAXBP1 PDE7B PHAF1 PHF20L1 PKDCC PLAGL1 PLCL1 PPP2CA PRDM10 PTPRC RABGEF1 RGS5 RPE RPEL1 SEMA6D SLC9A1 SLITRK4 SMARCAD1 STOX2 TGFB2 TMCC3 TMED7 TMEM182 TRIM5 TRIT1 TULP4 UBE2G1 UCHL3 UQCC4 ZBTB4 ZPLD1 MIR6750_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6750_5P ANKH ANKIB1 AOPEP BCO2 C1orf53 C9 CCR2 CNNM4 COA6 CPEB2 CREBRF CYP7B1 DCAF8L1 DCLK1 DLAT DNAL1 DPYSL3 DRP2 DUSP11 ESYT1 FBXO32 FGF1 FUT9 GABRR1 GALNT13 GLIS3 GRIK2 HBB HMGXB4 ING5 LCP1 MKRN1 MSL3 NFIC NPTX2 OSBPL7 PDZD11 PEG3 PEX3 PFKFB2 PLD2 PML PPIAL4A PPIAL4C PPIAL4D PPIAL4E PPIAL4F PPIAL4G PPP4R3A PTPN14 RAB39A RBM44 REEP5 RNF103 SLC15A5 SRSF3 STAM SYNM TAOK1 TBC1D10B TENM4 TEX30 THSD7A THUMPD1 TMCC2 TMEM243 TMEM72 TRPV3 TSC22D4 TSPYL6 UBQLN3 USP54 WWP1 ZNF510 ZSWIM6 MIR6751_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6751_3P ANKRD13B AOPEP APOL6 ARMH3 ATF3 B3GALT5 BTBD7 CARNMT1 CCL22 CD22 CEMIP CHD3 CPN2 DAGLA DYNAP EIF3C EIF3CL ELK4 ERCC4 FAM98A FBRS FMNL2 FNIP1 FYB2 GAPT GCSAM GLO1 GLRX GNAO1 GNAT1 HIC2 HID1 HTR1A ISG20L2 ITGA8 KANK4 KRBA1 LRRC17 MAPK1 MARK2 MBD6 MPIG6B MTF1 MTMR4 N4BP3 NAA60 NAP1L5 NAV1 NFATC3 NKIRAS2 NLRP2B OLA1 PAX7 PIP5K1C PITPNM3 PKNOX1 PPARGC1B PPIA PTBP2 RAB6B RPS6KL1 RRP8 SET SH2D2A SLC25A42 SLC7A6 SNX22 SOX5 ST6GALNAC1 STX6 SYNC TANC2 TMED7 TP53INP2 TP63 TREML2 USP46 VKORC1 WDR6 ZNF395 ZNF512B MIR6751_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6751_5P ACTB ADAR ALKBH1 AMPH ANKRD60 ASB4 C17orf107 C1QB CBX6 CCDC186 CFLAR CITED2 CLIP3 COL1A1 CPN2 CRTC1 CTBS DAGLA DBT DLX3 DNAJB5 DSCAML1 ELK4 FOXP4 GNA14 GSTM4 HACD4 HIP1 HSD11B2 IGDCC3 IGF2 KIF4B KRTAP17-1 LARP4 LDHA LHX6 LIMK1 MAGI3 MEIS2 MFN2 MRPL3 NALF2 NFIC NID1 NOVA2 NUDT5 PARP15 PML PPP6R2 PRKCA PRKCG PRR27 PRR3 RAB3A SCRT2 SEPTIN3 SETBP1 SFTA3 SLC45A3 SPRR1B SSC5D TBC1D30 ZBTB7A ZDHHC15 ZFAND1 ZNF32 ZNF474 ZNF701 ZSWIM4 MIR6752_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6752_3P ADAM15 ADRB2 AGAP1 AGO1 ANO1 APLNR AQP1 ARHGAP28 ARHGEF19 ATP6V0A1 ATRN ATXN1L BRWD3 BTBD9 CADM4 CALN1 CASD1 CASTOR2 CCDC22 CD274 CDS2 CLDN19 CNBD2 CPD CPLANE2 CRTC1 CTNNBIP1 CTNND1 CXCR5 DCAKD DERL2 DLG4 DMRTC2 DNM1L DNMT3B DTNA EDEM1 EFNB1 EFR3B ELFN2 ELOA ENSA ETV6 EXOC7 FAM163A FAM222A FBRS FOXO4 FOXP4 FTSJ1 GLCCI1 GPCPD1 GPR17 GPR6 GPX3 GRAP2 GRHL1 GSG1L GUCY2D HCFC1 HIC2 HOMER2 HS1BP3 ICE2 IKZF4 IP6K1 IQSEC3 JADE1 KCNAB2 KCNH3 KCNQ4 KDM6B KDM7A KLF13 KLHL6 KNCN LIMS1 LINC02693 LMX1B LTA LYNX1 MAP3K13 MAPKBP1 MICAL2 MINK1 MLEC MMP24 MVK MYOG NEURL1 NFASC NHS NLGN2 NRIP3 NTRK3 NXPH3 OTOA P2RY2 PDGFB PHF12 PHF2 PIP4P1 PNISR POMT2 POU2F2 PPP1R18 PPP2R5D PRR12 PTAFR PTBP2 PTPRU RAD23B RBFOX2 RIPOR1 RNF40 RNF7 SCAMP2 SCRN1 SEPSECS SERPINF2 SLC6A17 SMAP2 SNPH SNX19 SNX8 SP1 SRFBP1 ST13 ST8SIA2 STK40 SUFU TBC1D7 TMEFF2 TMEM104 TNFAIP2 TRPV5 TUB TXNRD1 VASH1 WNT4 XYLT2 ZBTB4 ZFP41 ZNF324 MIR6752_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6752_5P ABLIM3 ADGRB1 ARHGEF1 ARID3B ASIC1 B3GNT7 B4GALT7 BCL11B BCL2L13 CAMK2A CDC25A CELF5 CETN1 CITED2 CNIH2 CNIH4 CNNM1 CNPY2 CTCFL CYB5R3 CYP2W1 DAGLA DDAH1 DLK1 DMTN DNAJB5 DOK3 DPY19L1 EFNA5 FIZ1 FOSL1 FOXA2 FOXO6 FOXP4 FXR2 GGA1 GPR3 GSDMA HIP1 HOXA9 HYOU1 IGF2 IQSEC2 KCNIP3 KCNK3 KDM6B KLC2 KLF12 KMT2D KMT5A LEF1 LHFPL1 LIN7C LZTS3 MECP2 MEF2D MIER2 MNT MSN MSR1 MYH14 NDFIP1 NECTIN1 NECTIN4 NEURL1B NFIC OLFM2 OTUB1 P2RX1 PADI2 PCYT1B PDF PHOSPHO1 PIN1 PIP5K1A POLR2F PPP6R1 PRKACA PRKCG PSD4 PTCH1 PTPRD PUS10 RAB2A RAB3A RALY RARA RASL10B RC3H1 RPP14 RRP7A RSPO4 RUNX3 RYR1 SCRT2 SEMA6A SEPTIN9 SFTPB SLC25A4 SLC43A2 SMARCD1 SPNS2 SYNGAP1 TBC1D30 TBKBP1 TLDC2 TMEM51 TPBGL TRIM58 TTC9 U2AF1L4 UPK2 VPS13D WDR33 YWHAH ZBTB7A ZC3H7B ZFR2 ZNF385A ZNF512B ZNF74 ZSWIM4 MIR6753_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6753_3P ADAMTS19 ASIC2 AUTS2 BICD2 C2orf83 CERK CHD2 CLIP3 CREB3L3 CTHRC1 CTNND1 DNAJC6 EVC FBLIM1 GNAL KSR2 MBNL2 MON2 MTF2 NAA15 NAGPA NDRG1 NFAT5 NFIA NPHP1 P2RY1 PAK5 PAPSS1 PDPK1 PIP5KL1 PPP1R9B PPP4R3B PRG4 PRLR RAB11FIP4 RAB30 RAD21 RC3H1 SELENOT SERPING1 SGSM2 SLC1A1 SLC22A23 SOX11 SPTBN1 SRC SRP9 SUPT7L TBX5 TENT2 THSD7A TMEM91 UBE2Z XPO5 MIR6753_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6753_5P ABHD6 ADPRH ATP1A1 BEST4 CENPE CXorf58 GAS1 GCA HES7 LBR MAX NPPC R3HDM2 RIMS2 RNF38 SHISA7 SLC25A53 SSPN TAGLN3 TCEAL3 TCEAL6 TERF2 TMSB15B UBASH3B ZFAND2B MIR6754_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6754_3P ADGRG7 AKAP8 ANKRD37 ARMCX3 ASF1A ATP5F1E BNC2 BOD1 BOD1L2 BOK BTG1 C15orf40 C4orf3 CALCR CDC7 CDH10 CERS6 CFAP61 CLPTM1 CLTC CNOT2 COL25A1 COX15 CXADR DAG1 DCAF4L2 DDX6 EIF3J EPHA3 EPHB1 FKBP1A FMNL2 FREM2 FUT1 GALM GAS7 H3-5 HSPA1A IL17RD LHFPL2 LRRC7 LYPD6B MAPK14 MEF2A N4BP1 NDUFA8 NKAIN2 NKIRAS2 NKPD1 NR2C1 OLAH PCF11 PCLO PIM2 PKP4 PLCE1 POU3F3 QKI QTRT2 RAP1A RASSF2 RBM27 RBSN RELCH RNF165 RTN4RL2 SEMA4D SERINC3 SLC25A36 SLC29A3 SLC9A2 SOX6 SPAG11B TAB2 TACC1 TAF1D TC2N TECRL TEF TFF3 THAP12 TMEM109 TMEM70 TNRC6B TP53TG3 TP53TG3B TP53TG3C UBE2D2 UBR1 VPS35 WDR26 WDTC1 ZNF117 ZNF138 ZNF486 ZNF621 ZNF676 ZNF714 ZNF765 ZNF813 ZNF99 MIR6754_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6754_5P ABHD2 ADAM19 AGO1 ALX4 ARHGEF11 ARL17A ASTN1 ATP1B2 B3GLCT BBS1 BCORL1 C10orf105 CCL22 CD82 CDK12 CDK14 CLCN6 CNIH4 CNTN2 DDB1 DUSP3 EIF4EBP2 ERCC6L2 ESAM EXOC3L2 FAHD2B FAM222B FANCC FCHSD1 FLOT2 GADD45A GANC GIT2 GLRA4 GREM1 GXYLT1 HS3ST2 HTR3C HTR3E HTR4 IFFO2 IKZF1 IL17RD INSM2 KBTBD13 KCNE1 KCTD7 KDM4E KIAA1671 KMT2A KRTAP5-10 KRTAP5-2 LINC02873 LINC03040 MAP1A MAPKBP1 MEF2A MFRP MITF MS4A18 MYLK4 NBL1 NCCRP1 NFAM1 NFAT5 NGEF NIBAN2 NMUR1 NPR3 NR1D2 NYNRIN OPRM1 OSBP PCYT1A PDE7B PIGZ PRICKLE1 PRRT2 PRSS16 PSMD9 RAB3B RAP1GAP2 RAPGEF1 RAPGEFL1 RPH3A SATB2 SDC3 SHISA7 SKI SLC6A17 SLC6A6 SMARCD1 SMG6 SNRPD3 SOGA1 SPINT3 SPRR2A SPRR2B SPRR2E STN1 SUFU SV2C TAP2 TBC1D20 TBC1D8B TDO2 TMEM138 TMEM183A TNNI1 TOM1L2 TPP1 TRIB2 TRIP12 TRIP6 TTC39C VWA5A WFDC10B ZBTB34 ZBTB4 ZDHHC3 ZDHHC9 ZNF444 ZNRF1 MIR6755_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6755_3P ABHD10 ANG ANKRD26 APRG1 ARHGAP26 ARL8A ATP5MG BBS7 BEND4 BTNL9 C12orf75 C6orf120 CALML4 CCNT2 CDK14 CEP44 CFAP47 CLVS1 COCH CPSF6 DYNC2H1 EPHA3 FAM135B FOXP1 GCA GRIK2 IGF2R KCNK2 KCNMB4 KLHL29 KMT2A LPL LRRC19 MAMDC2 MANBA MBD4 MEOX2 MORF4L2 MS4A14 NCAPG2 NEMP1 NOLC1 NPAS3 PDCD2 PDXDC1 PGM5 PHF23 PIGA PNP PROSER1 PTGR2 PTPRC PURA RANBP3L RGL2 RNF144A SET SIM1 SLC16A14 SLC26A4 SLFN12 TBC1D9B TENT4A TJP2 TM4SF19 TMIGD3 TRDN TSPYL4 TTLL5 VDAC1 VSNL1 XIRP2 ZFHX4 ZFR ZNF23 ZNF282 ZNF454 ZNF606 ZNF85 MIR6755_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6755_5P ANKRA2 ARHGAP18 BBX CCT6A CD86 CILP2 CRNN DCTD DTNA FAM78A FURIN GRID1 LILRA1 NDRG2 NDUFAF3 NPVF PFDN2 PHC3 POU3F1 PPTC7 PRPF4 PRSS12 QSER1 RFX4 SCARB2 SLC25A15 SLC25A2 SOX6 SPRY3 TMEM81 TNR TRIOBP TUT4 VWA5A WBP2 MIR6756_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6756_3P ADRA1A AGAP1 ARRB2 BEAN1 BNC2 BOK C2orf88 C3orf70 CALHM2 CASTOR2 CCDC120 CCNK CELF2 CHD2 CLIC5 CLOCK CLSTN2 CLTC COL27A1 CPEB2 CTDSPL2 DDX6 DGKK DLL3 DOK1 EI24 EPB41L1 EPHB4 ERGIC1 EXOC6 FAM218A FOXG1 HDAC1 HMGXB3 HP1BP3 ICA1L IL19 ILDR2 IPO5 KCTD15 KDM2A KDM4A KLHL14 KPNA6 LSAMP LSM2 MATN2 MPP2 NALF2 NAP1L1 NFAT5 NFIA NTRK3 NUP35 PAFAH1B2 PCSK1 PCSK6 PHACTR1 PIKFYVE PLK2 PLPPR5 POU2F1 PPM1A PPP2R5B PPP3R2 PROX1 PRPF19 PRRC2B PTPN4 RAPH1 RCAN2 RELT RTN4 SAMD7 SDC4 SEMA4C SH3BP5 SINHCAF SLC1A7 SLC25A37 SPTLC2 SQLE TBC1D22B THTPA TMEM164 TMEM72 TMEM86A TNRC6B TRIM65 TTC17 UBE2K VGLL4 VKORC1L1 VLDLR XKR4 ZBTB10 ZBTB14 ZC3H13 ZDHHC22 MIR6756_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6756_5P AATK ADM2 AGPAT1 AHDC1 AMIGO1 ANKRD13B ANKRD34A AP1M1 ARF3 ARFIP2 ARHGDIB ARL3 ARRB1 ATAD3C ATP1B2 ATP2B2 ATXN7L3 B3GNT3 BAHCC1 BAZ1B BCAM BCORL1 BHLHE40 BSN C16orf46 CABP7 CACNA1E CACNA2D2 CALN1 CASR CCDC103 CCDC97 CCNT1 CD48 CDC42BPA CELF5 CEP170B CES4A CHKB CHRNE CLCF1 CMIP CNTN2 COL5A3 COPS6 CORO2B CST4 CYP2W1 DAGLA DCBLD1 DENND1C DHCR24 DIRAS1 DLC1 DLK1 DNAJB5 DNAJC14 DNAJC22 DNAJC5G ECM1 EFNA5 ELAVL3 ENTPD1 ENTPD2 EPHA1 EPHA8 FAM104A FAM193A FAM219A FAM78B FASN FBXL18 FBXO41 FCER1G FCHSD1 FGFR3 FKBP1A FLT4 FOXP4 FRMPD1 FURIN FXR2 FZD7 FZD8 GAP43 GIT1 GJB1 GLIS2 GNAO1 GNG7 GOLM1 GRID1 GSG1L H2BC21 HBEGF HHLA2 HIC2 HIVEP3 HOXB6 HPCA HSPG2 HYOU1 IFFO2 IGF2 IL12RB1 IL24 INTS3 IQCK IQSEC2 IQSEC3 IRF2BP1 IRX2-DT ISG20 ITGA7 JUP KCNA6 KCNAB2 KCNK9 KIF21B KIF3A KIRREL1 KMT2D KPNA6 LIF LRRC20 MAPK3 MAPK6 MDFI MDGA1 MECP2 MEF2D MEOX1 MEX3A MGAT5B MGRN1 MKNK2 MNT MPV17L MTSS2 NAA15 NCS1 NDOR1 NECAB3 NFIC NFIX NGFR NKD1 NOS1 NOVA2 NPTXR NR5A1 NRN1 NTSR1 OLFM2 OTP P2RY11 PADI1 PAPPA2 PAX5 PBX2 PCDHGA12 PDE4C PHF12 PHF21A PHF23 PHF8 PHOX2A PKD1L1 PLAGL2 PLCH1 POPDC2 POU2F1 POU2F2 PPAN-P2RY11 PPP1R11 PPP1R9B PRDM2 PRELP PRKACA QKI RAB36 RAB7A RABL2A RABL2B RANBP3 REEP2 REXO1 RHOF RIMS4 RNASE13 RNF126 RUNDC3A RXRG S100A1 S100A11 SCN2B SCNN1A SCRT1 SDR42E1 SEMA3G SEPTIN9 SH2B1 SH3PXD2A SKI SLC24A2 SLC43A2 SLC6A11 SLC7A1 SMARCD1 SMURF1 SOD3 SORBS3 SPATA33 SRF SRRM4 SSBP3 ST6GALNAC6 STEAP3 STIM1 STK32C SYNGAP1 SYNPO2L SZRD1 TBX6 TESPA1 TFE3 TIAM1 TMCC3 TMEM104 TMEM178B TMEM242 TMEM63B TNRC18 TNS4 TOR4A TPRN TRIM3 TRIM35 TSPAN11 TTC9 TTYH3 UNC5B VAMP1 VSX2 WDR26 WDTC1 WNK4 ZBTB7A ZBTB9 ZKSCAN8 ZMYM1 ZMYND10 ZNF609 ZNF821 ZSCAN23 MIR6757_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6757_3P ADCY7 ADD1 ADGRL2 AKIRIN2 ANKFY1 ANKIB1 ANKRD63 ARCN1 ATP6V1A ATP6V1B2 ATP8A2 ATXN1 AZIN1 BET1 BMAL1 BTNL3 CADM2 CAMSAP2 CDK2 CLASP2 CPEB4 CPSF6 DCC DIP2B DMRTA2 DRD1 EGR2 EIF4G3 EN2 ESCO1 ETNK1 EXOC5 FAM168A FBXO34 FNBP1L GDNF GFPT1 GLRX GPM6A GPR12 GPR6 HACD2 IRF2BPL KCNIP4 KCTD20 KDM3B LDB2 MAP3K9 MARCHF7 MBD5 MORF4L2 N4BP2L1 NAMPT NCAM1 NFIB NOX1 NR2C2 OGT OSBPL8 PANK3 PAPPA PDE7A PEX11A PHC1 PPP2R2A PPP6R3 PRR11 PSMD5 PTK2B RAD51B RC3H1 RNF10 RORA RPA1 RPH3AL SARAF SEH1L SEMA6A SEPTIN8 SF3A1 SIAH1 SIN3A SLC39A10 SMARCA1 SNRPB2 SOX6 SPAG9 SPATS1 ST13 STMN2 SYN2 TBCEL TFAP2B THOC2 TMEM35A TNPO1 TNRC6B TNS3 TTYH2 UBL3 USP12 VAMP4 WSB2 YWHAG ZNF430 ZNF432 ZNF747 MIR6757_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6757_5P ADGRL2 ALG8 AMMECR1L ARHGEF38 ATP2B4 B3GNT3 BCL2L15 CD46 CNNM4 CSDE1 CYP26B1 ENSG00000233223 FAAP20 FADS1 FAM161A FILIP1L FKBP10 FPGT GPATCH2 GSG1L IFNAR1 IFT80 IKZF5 IMP4 INO80D KIAA0513 KIAA1549 KIF11 KRAS LOX MAP4K5 NEU3 NSD3 PBX1 RAD51AP1 RPGRIP1L SEL1L3 SELE SLC31A1 SLCO1A2 SMDT1 SPINK13 THAP10 TKTL1 TMC8 TMEFF2 TSC1 TSFM UBFD1 WDR72 WNT7B ZFP82 ZNF219 ZNF292 ZNF468 ZNF558 ZNF559-ZNF177 MIR6758_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6758_3P AAK1 AAR2 ABHD2 ACBD5 ADD3 ALG13 APC APLN ARHGAP6 ASPH ATPSCKMT BAIAP2L1 BRI3 C11orf87 C12orf50 C1QTNF2 C5orf47 CACUL1 CAMSAP2 CD164 CLDN19 CNIH1 CTXN3 CX3CR1 DACH1 DDI1 DIS3 DNAJC3 EDAR ERP44 FAM184A FAM76A FBXO21 FNIP1 FOXC1 FUT8 GABRB3 GABRR1 GOLPH3L HIVEP3 HTR2C IGDCC3 KALRN KCNA6 KCND2 KLF5 KRT222 LINGO2 LRRC19 MAL2 MAP7 MBNL3 MEGF10 METTL15 MFSD4B MFSD6 MKNK2 MSS51 NBN NDUFB2 NEU3 NHLRC3 NLK NSDHL OPN5 PCLO PDSS2 PDZK1 POSTN POT1 PRH2 RALGPS2 RGS4 RNF170 RNF38 ROCK1 RPL27A RPS3 SAR1B SAV1 SEMA5A SGCB SGMS2 SLC10A7 SNTG1 SNURF SNX15 SORD STON2 STRADA THEMIS2 TLK1 TMCO1 TMEM161B TMEM167A TMX4 TNIK TP53RK TRIM5 UPF2 USP49 VDAC2 WASHC4 YIPF6 ZMYM2 ZNF124 ZNF606 ZNF676 ZSCAN21 ZSWIM6 MIR6758_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6758_5P AAK1 ACTR1A ARF3 ARHGAP31 ATP1A3 ATP1B2 ATRAID ATRX BASP1 BTBD9 C11orf91 C12orf56 C1QTNF1 C2orf73 C9orf152 CACNG3 CASP14 CASR CBFA2T3 COPS7B CRTC1 DOCK5 DRICH1 DUSP8 DVL3 EFHC2 ELFN1 EPHA6 ESRRG FER1L6 FNDC5 GCH1 GFPT2 GNAQ GNG5 GP6 HDGFL3 HMOX2 HNRNPU HOXC5 IL10 ISL2 KCNH7 KLF9 KLRC3 KRTAP4-4 LHFPL4 LILRA1 LRATD2 LSM12 LZTFL1 MAP1B MAP7D1 MLEC MLX MTA3 NAT2 NDRG3 NMBR NMNAT2 NPTXR NR3C1 NSD1 NT5E PATE4 PCYT1B PEG10 PEX19 PHF21A POU2AF1 POU2F2 POU4F2 PTGFRN RANBP1 RBFA RIMS3 RNF170 RORA RPS3 RPS6KA3 SCN7A SCUBE3 SDK1 SF3B1 SFMBT2 SLC5A9 SMAP2 SMIM43 SMUG1 SOGA1 SPA17 SPINT1 SPRY3 STAC STYX SUMO3 TENT4B TMA7 TMEM121B TNC TNFSF15 TNRC6B TOM1L2 TRIM72 TSPAN6 TUT7 TWIST2 TXNDC8 USB1 XYLB ZC4H2 ZKSCAN8 ZNF24 ZNF671 MIR6759_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6759_3P AASDHPPT ACTR2 ADAM22 ADAMTS5 ADRA1B AGL AGTR2 ALX1 ARHGEF6 ARL14EP ARRB1 ATF1 ATP11C BCL11A BHLHE22 BMPR2 BNC2 BSPRY CAB39L CCDC180 CCDC83 CDC42EP1 CFI CHD7 CHM CLDN11 COL3A1 COX16 CRIP3 CSF1 DENND1B DLG5 DNAAF10 DNAJB5 DTX4 DYNLT5 EIF3C EIF3CL ELOA EMB EXTL2 FAM220A FAM83B FBRS FGFR1 FOXN1 FSD1 GARIN5A GOLPH3 GOLT1B GPATCH2L GSDME H2AZ1 HEYL HHIP HNF1B HSD11B1 HTR7 IQGAP1 IRS1 KIAA1586 KLF12 KMT2A LYRM7 MBTD1 MYO5B NDFIP2 NEFM NOG NOL7 NPHP1 NXPH1 P3H2 PABPC4 PAN3 PDSS2 PLA2G6 PLOD1 PODXL POLR3E PPP1CA PTCHD1 RACGAP1 RADX RAET1E RCOR1 RET RHBDD1 RLIM RNASE7 RNF169 RSAD2 SASH1 SLITRK4 STOX2 SYNJ2BP-COX16 TBC1D23 TFF3 TMEM150A TSHZ1 UBXN2B WIPF2 YBX1 ZIC5 ZNF124 ZNF346 ZNF468 ZNF500 ZNF652 ZNF879 MIR6759_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6759_5P AMMECR1L ASPH C1orf141 CAMK1D CD37 CERS6 CLPX CNFN COL5A2 DERL1 DLG1 EDNRA ELAPOR1 EPHA8 ETS2 FA2H FGFR1 FGG FOXI2 GJA3 GLYAT HDAC4 JMJD8 KCNK9 KHDRBS1 LASP1 LGR5 MEX3A MMP16 MTSS1 NCAPH NCBP3 NEK7 NEXMIF NFKBID NKIRAS2 OPRPN PAXBP1 PGBD2 PHF6 PLXNA2 PPFIA1 PRKCI PRMT8 RBM12B RERE SAA2 SEMA6A SEPTIN3 SFRP4 SGCD SLC7A1 SLC9A6 SLCO3A1 SRR THAP10 TIFAB TMEM108 TRAPPC9 TYRO3 UBE2D2 VWF ZNF37A ZNF705A ZNF705D ZNF705EP MIR675_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR675_3P ADAM22 AGPS ATG4A ATXN1 BLOC1S2 C2orf73 CCDC152 CDH11 CDK8 CDKN2AIP CDR2 CHN2 CHST9 CLGN CREBRF CSMD3 CUL3 DDX3X DIRAS2 DNMT3A ERRFI1 FAM227B FCRL1 FMR1 FNBP4 ICOS KANK4 KCNA4 KLHL1 KMT5A KNG1 LAMB4 LINC02693 MITD1 MTRF1L NAIP NR4A3 ORC4 PAPOLA PITX2 PLPP3 PLPP4 PPP4R3A PRSS23 PTCHD4 PTPN20 PURA RAD51B RCOR3 RSRC1 SDF2 SERPINF1 SLC10A7 SLC25A30 SLC25A31 SLC5A12 STK39 TBC1D9B TCF12 TET1 TRIM9 UFSP2 VWA5A ZFAND4 ZNF226 MIR6760_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6760_3P ABHD5 ADAR ADGRB3 AEBP2 AFF3 AICDA ANKRD40 ARMCX3 ASXL3 BCCIP BCL2L14 BTBD10 C5orf24 CADM1 CASR CCDC181 CCDC68 CD163 CD55 CHST3 COL5A1 COPRS COQ10A DMXL1 DNAJC13 DNAJC27 DR1 EID1 EIF4E EIF5B EPB41L2 EVL FAM171A1 FAM216B FGFR1 FOXO3 GDA GLP2R GNB4 GOSR1 GPR180 HGF HOXD3 IL5RA IL7R ILF3 INO80D ITGA6 JTB KIF3B KRAS KRT82 LDHA LHX6 MBLAC2 MCPH1 MIB1 MTUS2 MYCBP2 MYH10 NIPAL3 NOM1 NRXN1 OASL OLA1 OTULINL OXR1 PDCD4 PHYHIPL PPP2R2A PTPRG R3HDM2 RBM24 RICTOR RLBP1 RNF220 RWDD2A SCAF4 SCN1A SCN3A SDC3 SEC61A2 SH2D1A SLC10A7 SLC19A3 SLC25A3 SLC30A4 SNX31 SORBS2 SPDL1 SYNCRIP SYT4 TMEM243 TMPRSS2 TRDN TRIM13 TSR1 UBE2QL1 UCK1 UGCG WDR82 MIR6760_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6760_5P ABCB8 ADAM19 ADIPOR2 AGO1 AKTIP ANK1 ANKRD22 ANKRD45 ARHGAP19 ARL4A ATF7 BACH1 BAZ2A CACNG6 CALHM5 CAPRIN1 CEACAM5 CERS2 CHIC1 CHORDC1 CHPF CHST14 CLEC4G CNKSR2 CNOT4 COL11A2 CORO2B CREB3L2 CTCF DACT1 DCAF8 DDB1 DLG2 DLST DMBX1 DMRTA1 EFNA5 EGFR FAM171A1 FAM98A FBXL7 FGF2 FRS2 GID8 GIGYF2 GJA5 GMNC GNAL GOSR1 GPATCH2L HIPK1 HOXA10 HS3ST3A1 ICOS IGF1R IGF2BP1 INSL5 KCNIP3 KDM5B KIN KLRF1 LHFPL3 MAPKBP1 MED1 MICAL2 MPIG6B MYRF NALF1 NCOA2 NFAT5 NOVA2 NPTX1 NXF1 OSBP PAWR PCSK1 PGBD2 PHF24 PNN PRRT2 RAB2A RABEP1 RAP1GAP2 REL RGS5 RPGR RSPO4 SEPTIN3 SLC17A7 SLC25A17 SLC25A44 SLFN12 SOGA1 SPINK14 STAMBP STARD9 STAT6 TBCEL TIPARP TMEM120A TMEM9 TP53I11 TPP1 TRIM3 UBQLN4 UMOD VCPIP1 VTI1A WDFY3 WNT8B ZCWPW1 ZFP36L1 ZKSCAN4 ZMIZ1 ZNF774 MIR6761_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6761_5P ADA2 ADIPOR2 AK4 ALDH6A1 ALG14 AR ARPC5 ASCC1 ATAD2B ATF3 ATP6V1G3 ATRN BIN1 BSDC1 BTD BTLA CACNA1G CBLB CCDC97 CCM2 CCND2 CDK6 CEP70 CHP1 CHRM5 CSTF2 CUL3 CYB5B CYP8B1 DACT1 DPM2 DPP10 DPY30 ELK1 EPSTI1 ERLEC1 ESRRG FBN1 FKBP15 GABRR2 GHDC GP1BB GPATCH2L GPR173 GRIA3 GRM7 GSPT1 HMBOX1 HS2ST1 IWS1 JPH4 KCNIP1 KLF12 KLF9 KRTAP4-6 LANCL1 MAP2K6 MAP3K9 MAPK1IP1L MARCHF6 MBTD1 MCC MMD MTMR14 MYO1B NAA15 NETO2 NEXMIF NKD1 NPTX1 OPALIN OPRM1 PER2 PHF20L1 PLEKHG1 PPP1R7 PPTC7 PRKAR2A PRMT8 PSEN1 RBFOX2 RHOQ RICTOR RMI2 SEC14L1 SHANK2 SLC41A1 SLC4A8 SLC9A5 SLITRK3 SMG7 SNX30 SORCS2 STAT5A STK39 SUPT3H SYT17 TAGAP TGFBI THSD7B TMCC1 TMEM154 TMEM50B TRIAP1 TRIM48 TRIM56 TRIM6 TRIM66 TSPAN9 TTC17 TXLNA UNC5C WDR26 WNT7A ZDHHC15 ZNF425 ZSCAN29 MIR6762_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6762_3P ABCC1 AFF4 AGO1 ALCAM AMER1 APBA1 APBA2 ARFGAP1 ARHGEF15 ARID1A ATP8A2 AWAT2 BEND4 BEND6 C16orf82 CADM3 CAMK2G CAPRIN2 CDIP1 CDK1 CDK19 CHMP1B CKAP2L CNOT2 COL18A1 COLGALT1 COMMD9 CPEB2 CRTC1 CUEDC1 CUL1 DENND2C DESI1 EIF2S1 ELMO3 ELOF1 EXOC5 FAM107A FAM117A FAM149B1 FAM91A1 FBXW8 FSD1L GDAP2 GGPS1 GNAO1 GPN1 GRID2 HAAO HECTD2 HSF5 HSPD1 ICOS IFIT2 IGF2 IGSF10 IL1RAP INKA2 INSYN2A KLHL25 KMT2D KPNA1 L1CAM LHFPL2 MAPK7 MSANTD4 MTF1 MYBL1 N4BP2L1 NFATC2 NFIX OGFR OR2H1 PALM2AKAP2 PCGF6 PDE7A PHC3 PHF24 PLCE1 PNPO POGZ PPDPF PPP1R14D PRKG1 PRRX1 PTTG1IP RFX2 ROR2 SCARA3 SCN2B SCN8A SEC14L1 SLC25A25 SLC26A1 SLC4A8 SMARCA5 SMG6 SMURF1 SNED1 SOGA1 SORL1 SS18 STC2 STIMATE STX16 SYVN1 TBC1D16 TECRL TEK TGM4 TMEM214 TPRG1L TRABD2B UBE2Q2 WASF2 WDFY3 ZBTB37 ZFAND3 ZNF250 ZNF333 ZNF609 ZNF652 ZNF746 ZNF75A MIR6762_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6762_5P ABLIM3 ALPG ANKMY1 ATG7 ATP1A3 BCL9L CDH8 CEACAM19 CHTF8 CPLX2 CRTC2 CSPP1 CYB5RL DRP2 DZIP1 ERN1 ESPN FAM219A FAM53B FBXL5 FGF23 GGA3 GNAZ GNG13 GPR137B IQSEC2 IQSEC3 KCNQ2 LOXL3 NGFR PARL PAX5 PENK PHKG1 PIK3CA POLDIP3 POM121 POM121C PRELP RASD2 RCAN2 SDC3 SDK1 SLC25A29 SLC35F6 SMAD3 SOGA1 TIMP3 TMCC1 TMEM104 TPPP TRIM28 TRIP12 TSPAN18 TYR UBR7 USF2 WDR48 ZNF677 MIR6763_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6763_5P ADCY9 AGGF1 APOA5 AQP2 ATP2B4 BARHL1 BCAM BRME1 C1orf21 CAVIN1 CCDC97 CD1E CDCA5 CDR2L CHAD CHD3 CIB2 COL5A3 COP1 CPA5 CPSF7 CSNK1A1 CSNK1A1L CTIF DLK1 EEA1 EGLN2 ELAVL3 ELK1 ENO2 ETNK1 FA2H FBXO41 FGFR1 FKBP10 FREM1 GATAD2B GPD1 GRIK3 HAPLN4 HECTD3 HMGCS1 IFI6 IFNLR1 IGFBP5 IRAG2 IRGQ ISLR KIAA0825 LIMD2 METTL7B MYPOP NAALADL2 NACC1 NBL1 NCDN NECTIN1 NEUROD2 NHERF1 NOVA1 NOVA2 NSG2 OAF OPN5 PA2G4 PCDHB4 PDZD7 PLAC8L1 PLEKHS1 POU2F2 PPP4C PPP4R3B PRKACA PRKAR1B PRX RAB7A RBM14 RBM38 RD3 RIMS3 SCN4A SCRT2 SELENOP SEMA5A SEZ6L2 SLC16A2 SLC25A37 SMARCC2 SNCB SNX33 SPATA31D3 SPINDOC SPOCK2 STIM1 STMND1 SVIL SYNGAP1 TAF15 THY1 TLN1 TMTC3 TRAM1 TTC9 VAT1 VCAN WNK3 ZNF280B ZNF618 ZYG11B MIR6764_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6764_3P AAK1 ACSL1 AP5M1 AQP9 ARID5B BAZ2B BBX BHMT2 BTBD7 C18orf63 C22orf46P CAMTA1 CELSR3 CHCHD3 CHCHD4 CLCN5 DACH1 DDI2 DES DNAAF6 DYNLL1 ELMO2 EPB41L1 EPHB3 ETS1 EXT1 EZH1 FAM124A FCHO2 FGF11 FNDC3A G6PC2 GPD2 GRIK3 GRM1 GTF2A2 GTF3C4 HDHD2 HECTD3 ID1 INAFM2 ITGA5 JAKMIP3 KAT6A KCNIP2 KCNRG KLHL9 LAIR1 LSM11 LUZP1 MBD5 MGA MLXIP MRAS MRFAP1 MSI2 MSR1 MTA3 NDN NHERF2 NR2C2 NRAS NRP2 ODR4 PALM PARP2 PCNX1 PDK3 PDPK1 PPFIBP1 PPP2R5E PRICKLE2 PRKCA PRMT8 PTBP1 PTK2 RALGAPA2 RNF185 RNF2 ROR1 RTL5 RUNDC3B RUSF1 SHC1 SHISA7 SLC25A23 SLC35F3 SLC38A2 SLC66A3 SNX30 STAU1 TMEM60 TMTC2 TOR1AIP1 TRABD2B UBE2D1 USP3 VXN WDFY1 WDFY2 ZBED1 ZDHHC11 ZFP1 ZNF135 ZNF268 ZNF365 ZNF426 ZNF544 ZNF562 ZNF655 MIR6764_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6764_5P ABHD2 ACTB ADAMTS4 ADCY6 ADRA2B ALAD ALX4 ANKRD34C ANKRD52 APRG1 ARHGAP32 ARMC5 ARMC7 ATF7IP2 BACH2 BAP1 BTD BZW1 C10orf105 C12orf75 C17orf97 C1RL CA7 CACFD1 CACNG2 CALCR CD79A CDIP1 CEP250 CHTF8 CLCC1 CNOT9 COPS7A CORO2B CPXM2 CRY2 CWC27 CXXC1 CYP21A2 DAGLA DEAF1 DPYSL3 ECE1 EFR3B EXOC3L2 EXOC4 FAM107A FAM53A FBXL18 FRMD8 GDF5 GIGYF1 GIGYF2 GRK6 GRM6 GUF1 HEYL HHIPL2 HNF1A ICOSLG IFITM10 IGFN1 IP6K1 ISY1 ITPK1 KCNC1 KCNC2 KCNJ12 KIAA0930 KIF13A KLK5 KREMEN1 LARP1 LIF LIN28A LRSAM1 LSS LZTS1 MAFF MAP4 MAPKAPK2 MAU2 MAVS MDM4 MEF2D MGAT3 MICU1 MIDEAS MIGA2 MISP MLEC MMP24 MRTFA MXI1 MYRF NAV1 NCLN NDOR1 NDST1 NECTIN1 NEURL1 NEURL1B NFASC NFIC NHSL1 NKPD1 NPLOC4 NPTX1 NR2E1 OAZ2 OCM OLFML2A OR2H1 ORAI2 OTUD1 OVOL1 PABPC1 PAQR4 PAX7 PBX2 PBXIP1 PCDHGA12 PCDHGC3 PDE1B PDGFRB PFKFB3 PGPEP1 PKP1 PLEKHG4B PNLIPRP3 PNMA8B POFUT2 PPIE PPP2R5D PRAG1 PREX2 PRKCQ PRR30 PRRC2A PRRT1 PRRT4 PTCHD1 PTGES2 PTPA PTPN6 PTPN7 RAB1B RAB31 RABEP2 RBFA RGS8 RHO RIMS4 RNF121 RNF216 RNPEPL1 RPH3A RUNX3 SDK1 SET SIAH2 SLA SLC18A1 SLC1A4 SLC24A2 SLC7A8 SLC8A2 SNPH SNX33 SOGA1 SORCS2 SPIB SPRED3 SPRING1 SPRR2F SPRYD3 SPSB1 SREBF2 SRF STC1 STUM SUFU SUSD2 SYCP2L SYNC SYNGAP1 SYS1 SYT7 SZT2 TAB1 TAGLN2 TCF12 TCF3 TEAD3 TEF TFE3 TGIF2 TMEM120B TMEM132B TMEM184B TMEM217 TMEM229B TMEM245 TMEM250 TMEM94 TNFSF8 TOLLIP TPBGL TRARG1 TRIM67 TSKU TSPAN17 UBTD1 UCP3 VAMP1 VASH1 VPS37D VWA3A WNT2B WNT3A WSCD1 XPNPEP2 XRCC3 YKT6 YPEL4 ZBTB2 ZBTB4 ZC3H12A ZFYVE27 ZNF426 ZNF471 ZNF474 ZNF483 ZNF500 ZNF609 ZNF629 MIR6765_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6765_3P ABHD11 AGK ALG9 ANKRD1 AP2M1 ARHGEF12 ASAP1 ATG13 BOK C1orf43 C2CD2L CA10 CACNA2D2 CELF5 CENPJ CLOCK DAAM2 DAG1 DCUN1D5 DPH3 EFNB1 FBXW7 FHL1 FRMD4A GAL3ST3 GARRE1 GLCCI1 GLP1R GLRA3 GNB4 GNG7 GPATCH2L GPR55 HIPK3 IFNAR2 IFNLR1 ISX JMJD4 KLHL18 LETM2 MAPK9 MED1 METTL9 MKNK2 MKRN1 MPZL2 NANOS1 NFIC PDCD2 PDE1B PITPNC1 PLCE1 PLEKHG7 PLS3 PNOC PPCDC PPM1F PPP1R12B PPP1R13B PRELP PREX1 PROCR RAB23 RAB27B RAB8B RBPJ RCL1 RNF222 RNF44 SFMBT1 SH3TC2 SLC45A4 SMAD3 SOGA1 SOS2 SPRY3 SPTY2D1 SRD5A3 SYT9 TAF5 TCFL5 TLK2 TM4SF19 TMEM141 TRANK1 TTC23L TYRO3 UBE2D3 UBE3B UBN2 UNC119B URM1 VXN WIPF2 XPNPEP1 MIR6765_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6765_5P CALM2 CAPRIN2 CDH13 ENTPD1 NUDT3 RAB39A RPS10-NUDT3 MIR6766_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6766_3P ABCB10 ABHD13 ABRAXAS1 ADCYAP1 ADGRE2 AKAP13 AKAP6 ANAPC10 ANKRD44 ANKRD52 ARHGAP26 ARMC8 ASH1L ATG14 BICRAL BTBD7 CAMK1D CAPS CC2D1A CCDC28A CCNA2 CD164 CDH1 CDYL2 CERT1 CGNL1 CHD7 CHRNA3 CLASP1 CLOCK CNRIP1 COL9A1 CRLF3 CXXC4 CXXC5 DAZAP1 DCAF10 DCBLD2 DDAH1 DIAPH3 DNAJC6 DNAL1 DOK6 EFNB2 ELMOD2 ELOVL7 ERG ETV5 EYA1 EYA2 FAM199X FAM210B FBXO3 FBXO30 FBXO42 FHIP1B FOXJ3 FURIN GRAMD1B GREB1 GXYLT1 HAS3 IL12B IL5RA INPP5J ISL1 KBTBD8 KCNA4 KCNH8 KIAA1549 LAPTM4A LEF1 LGALSL LPP LSAMP LURAP1L MBNL1 MECOM MEF2D MFNG MIER3 MMS19 MRTFA NR2C2 OCRL PARD3 PCDH17 PDE4D PDGFRA PIGG PIGR PPARGC1A PPDPFL PRDM16 PRG4 PRKAA2 RAB35 RASSF3 RBM24 RBMS3 RECK RIMS1 ROR1 RPRD2 S100PBP SCAI SDK1 SEMA4G SH3D19 SKIDA1 SLC12A8 SLC16A7 SLC31A1 SLC35E1 SLC39A10 SLC41A1 SLC46A3 SLK SNRK SOX14 SOX6 SSBP2 STK38L STRBP SYT5 TBXT TENM2 TGFBR2 THRB THSD7B TMEM98 TMX4 TNRC18 TPCN1 TRHDE TSC22D2 TSPAN2 TTC30A UBASH3B UBE2Z UBE3A UBR1 WEE1 ZBTB18 ZC3H6 ZEB2 ZNF561 ZNF697 ZNF704 MIR6766_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6766_5P AATK ADM2 AGPAT1 AHDC1 AMIGO1 ANKRD13B ANKRD34A AP1M1 ARF3 ARFIP2 ARHGDIB ARL3 ARRB1 ATAD3C ATP1B2 ATP2B2 ATXN7L3 B3GNT3 BAHCC1 BARHL1 BAZ1B BHLHE40 C16orf46 CACNA1E CACNA2D2 CALN1 CASR CCDC103 CCDC97 CCNT1 CD48 CDC42BPA CELF5 CEP170B CES4A CHKB CHRNE CLCF1 CMIP CNTN2 COL5A3 COPS6 CORO2B CST4 CYP2W1 DCBLD1 DELE1 DENND1C DHCR24 DIRAS1 DLC1 DLK1 DNAJB5 DNAJC14 DNAJC22 DNAJC5G ECM1 EFNA5 ELAVL3 ENTPD1 ENTPD2 EPHA1 EPHA8 FAM104A FAM193A FAM219A FASN FBXO41 FCER1G FCHSD1 FGFR3 FKBP1A FLT4 FRMPD1 FURIN FXR2 FZD8 GAP43 GIT1 GJB1 GLIS2 GNAO1 GNG7 GOLM1 GSG1L H2BC21 HBEGF HHLA2 HIC2 HIVEP3 HOXB6 HPCA HSPG2 HYOU1 IFFO2 IGF2 IL12RB1 IL24 INTS3 IQCK IQSEC2 IQSEC3 IRF2BP1 IRX2-DT ISG20 ITGA7 JUP KCNA6 KCNAB2 KCNK9 KIF21B KIF3A KIRREL1 KMT2D LAMTOR1 LIF MAPK3 MAPK6 MDFI MDGA1 MECP2 MEF2D MEOX1 MEX3A MGAT5B MKNK2 MNT MPV17L MTSS2 NCS1 NDOR1 NECAB3 NFIC NFIX NKD1 NOS1 NOVA2 NPTXR NR5A1 NRN1 NTSR1 OLFM2 OTP P2RY11 PADI1 PAPPA2 PAX5 PBX2 PCDHGA12 PDE4C PHF12 PHF21A PHF23 PHOX2A PKD1L1 PLAGL2 PLCH1 POPDC2 POU2F1 POU2F2 PPAN-P2RY11 PPP1R11 PPP1R9B PRDM2 PRELP PRKACA QKI RAB36 RAB7A RABL2A RABL2B RANBP3 REEP2 REXO1 RHOF RIMS4 RNASE13 RNF126 RUNDC3A RXRG S100A1 SCN2B SCNN1A SCRT1 SDR42E1 SEMA3G SEPTIN9 SH2B1 SH3PXD2A SKI SLC24A2 SLC43A2 SLC6A11 SLC7A1 SMARCD1 SMURF1 SOD3 SORBS3 SPATA33 SRF SRRM4 SSBP3 STEAP3 STIM1 STK32C SYNGAP1 SZRD1 TBX6 TESPA1 TFE3 TIAM1 TMCC3 TMEM104 TMEM178B TMEM242 TMEM63B TNRC18 TNS4 TPRN TRIM3 TRIM35 TSPAN11 TTC9 TTYH3 VAMP1 VSX2 WDR26 WDTC1 WNK4 ZBTB7A ZBTB9 ZKSCAN8 ZMYM1 ZMYND10 ZNF609 ZNF821 ZSCAN23 MIR6767_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6767_3P BRD9 CCDC40 COL11A1 FEZF1 FGF12 GAD2 GRM1 HNRNPH2 HOXD10 KDM3B MEF2A OPCML PCDH9 PHF20 RCAN2 SDCBP SESN3 SHTN1 SIM2 SLC35D1 SLC35F4 TMEM92 TNFSF18 TOR1AIP1 URM1 ZMYM5 MIR6768_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6768_3P ADIPOR2 AGO3 AIP ANLN ARPC3 BHLHE40 CAMSAP2 CARMIL1 CASK CCDC14 CCDC71L CCN2 CDC42BPB CDC42SE2 CDC5L CEP170 CLEC9A CMKLR1 CNOT4 COL4A1 DAG1 DAGLA DCBLD2 DHX15 DIP2B DNAJC6 EBF1 EIF4A2 ENAH ERN1 ESYT1 EVC FAM98A FNDC7 FOXD4L3 FOXD4L6 FOXF1 FSD1L GATA6 GLUD1 GNAQ GOSR2 GRPEL2 GTF2IRD1 HDAC2 HECTD2 IDH3A IGF2R INSYN2A IQCE IVD JRK KCNQ3 KDM3B LHX6 LIMA1 LLPH LRP1B MAPRE1 MBNL3 MED13L MEX3B MEX3C MFSD14A MMP8 MPZL1 MRPS6 MRTFB N4BP2 NEO1 NFIB NOC3L NUP58 OPRM1 OSBPL8 OTUD4 PBRM1 PDIA6 PHC3 PIK3C2A PIK3R1 PLEKHA2 POLR1C PPP1R12A PPP3CA PRRC2B PRTG PTBP2 PTBP3 PTPN20 PTPRG RAB21 RAB31 RAPGEF2 RBM47 REEP1 RFC1 RFX2 RHOA RHOBTB1 RNF212B RPS6KB1 RRAGA RSC1A1 SACM1L SEH1L SEPTIN9 SERINC5 SIX4 SLC25A36 SLC26A7 SNX30 SP1 STC1 STOX2 SYNJ2BP TAL1 TCF12 TEAD1 THAP4 TMEM151B UBE2E3 USP15 USP37 VPS52 WDFY3 WTAP XYLT1 ZBTB41 ZBTB44 ZDHHC15 ZDHHC23 ZNF107 ZNF117 ZNF189 ZNF470 ZNF546 ZNF737 ZNF763 ZNF781 MIR6768_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6768_5P ABAT ABCA1 ABL2 ACVR2A ADAMTS15 ADAMTSL3 ADAT2 ADCYAP1 ADGRB3 ADH5 APC ARHGAP12 ARHGAP17 ARHGAP21 ARHGAP35 B4GALT1 BCL9 BEND4 BRPF3 BRWD1 C6orf136 CAMKK2 CARD10 CBLL1 CCDC50 CD164L2 CD81 CDKN1B CELF1 CEP350 CHAF1A CHD6 CHMP4B CNOT6L CNST COL4A1 CRISPLD2 CSDE1 CSNK1E CTBP1 CTCF CX3CR1 CXXC5 DCAF7 DCK DENND5B DNM1L DNM3 DOCK3 DOCK4 DYRK1A EDIL3 EIF4ENIF1 FAM104A FAM151B FCGR3A FMR1 FOXO4 FZD1 GLCCI1 GLIS3 GNAO1 GPATCH2L GRIA4 GRPEL2 GSK3A HDLBP HECTD4 HERC2 HINT1 HNRNPA0 HOXA7 HSDL1 HSPA1A IGF2BP2 INO80 INPP5K INTS6 ITGA6 KCTD20 KCTD4 KLC1 KLF5 KLHL13 KPNA1 LATS2 LIN28B LRRC1 MAP3K8 MAP4K4 MAP7D2 MED15 MGAT4A MIA3 MKX MOBP MXD1 MYO18B NAA16 NAA30 NAB1 NCOA4 NECTIN3 NEDD1 NEURL1B NF1 NGFR NIP7 NKX2-2 NR2F2 NREP NWD2 OSBPL11 PCMTD2 PCSK6 PHF6 PI15 PIEZO2 PITX2 PJA2 PLAA PLEKHB2 PLPP3 PRDM1 PRKCD PSD3 PSEN1 PTBP3 PUM1 R3HDM1 RAB14 RAB6B RAD50 RAI1 RAPH1 RBPMS2 RGS7BP RIMS2 RMND5A RNF145 ROCK2 RRM2 SAMD4A SEH1L SFRP1 SGSM2 SIKE1 SKIDA1 SLC16A12 SLC18A1 SMAP2 SMCHD1 SNX12 SNX30 SNX8 SPINK2 SPOPL SRSF10 SRSF6 SUSD6 SYNPO2L SYT1 TENM4 TET1 TLR2 TMEM158 TMEM64 TNRC6B TP53INP1 TP53INP2 TPTEP2-CSNK1E TRHDE TRIM71 TRUB1 TTC29 UBAP2 UBE4A UBN2 UBR5 WAC WBP1L WDFY3 WDR7 WDR82 WNK1 ZBTB46 ZCCHC18 ZEB1 ZFHX3 ZFHX4 ZMAT2 ZMIZ1 ZMYM6 ZNF124 ZNF385B ZNF605 ZNF792 ZZZ3 MIR6769A_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6769A_3P AMPD3 ARGLU1 ARHGAP35 BCCIP CBLL1 CSNK1G2 EREG FAM104A GPR107 GRIPAP1 ITPRIPL2 KCTD4 NRIP3 PHF14 PKP1 RDH12 SH3BP4 TAB2 ZNF706 MIR6769A_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6769A_5P ABI3BP AP1M1 ATP11A ATP1B2 B4GALT5 B9D1 BCAN CACNA1A CACNA1E CACNA2D2 CACUL1 CCDC146 CDHR1 CLEC12B CLTRN CNTFR COL4A5 GLE1 GRIA4 GRIN3A HAPSTR1 IGF1 INO80D KCNA3 LIG3 MAGI3 MAPRE2 MIF4GD POLR3H PTPRN RAPGEF2 RBM38 RIPK2 RNASE13 ROGDI RSPO4 RUSC1 SCN1B SLC6A8 SRR STMN2 SYNGAP1 TGM2 TSNARE1 VWA8 YWHAH ZBTB4 ZNF275 MIR6769B_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6769B_3P AADACL3 AGAP1 AGFG2 APOBEC2 APOLD1 CARMIL1 CASZ1 CCBE1 CCNT1 CDH11 CHD3 CHRNA1 CNOT9 CSF1 EHD3 ELF3 ELFN2 EPPIN-WFDC6 EYA2 FAM168A FBXW11 GABBR2 GMEB2 GPATCH2L GRIA3 HEG1 IGF1 IGFBP5 ING5 KSR2 LBX2 LRCH4 LRP11 LYN M6PR MANEA MAP1A MYO5A NKAIN1 NMUR2 NR2F1 NRXN1 NUP160 PCBP3 PDE3B PHKA1 PITPNC1 PKHD1 PLCB1 PRKACG PTPN1 RXRA SAE1 SCYL2 SERTAD4 SETD3 SFMBT1 SLC24A4 SLC25A30 SMAP2 SMARCC2 SPDYE1 SPDYE3 SPDYE5 SPEG SPR TARS3 TBC1D16 TENM4 TMCC2 TNFRSF13B TVP23C UBE3D UBXN10 ZBTB37 ZBTB7C ZCCHC2 ZFYVE27 ZNF514 ZNF618 ZNF629 ZSCAN31 MIR6769B_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6769B_5P ABI3BP ANTXR2 AP1M1 ATP11A ATP1B2 ATXN1 B4GALT5 B9D1 BCAN BCL7A CACNA1A CACNA1E CACNA2D2 CACUL1 CCDC146 CDC5L CDHR1 CLEC12B CLTRN CNTFR COL4A5 EDAR GABRP GALNT16 GLE1 GNAS GRIA4 GRIN3A HAPSTR1 HDHD2 HOXB9 IGF1 INO80D KCNA3 L1CAM LENEP LIG3 LRFN2 MAGI3 MAPRE2 MIF4GD MLLT6 OBP2B PAPPA2 PBX3 PHKG2 POLR3H PTPRN RAPGEF2 RBM38 RIPK2 RNASE13 ROGDI RSPO4 RUSC1 SCN1B SHOX2 SIGLEC8 SLC6A11 SLC6A8 SNAPC5 SOBP SOD3 SRR STMN2 SYNGAP1 SYT7 TGM2 TMEM132E TMEM178B TSNARE1 VWA8 YWHAH ZBTB4 ZBTB7A ZDHHC21 ZHX3 ZNF275 MIR676_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR676_3P ACTN1 ANP32B ATG14 ATL2 B3GALNT2 BROX CAPN6 CCDC107 CLTRN CNBD2 CNOT8 CRY1 CSTF3 CTBP1 EHMT1 FAM241B FAM81A FAM83B FGF12 FURIN GCSAML GDI2 GFPT2 HES5 LILRA1 MIGA1 MND1 MRPS23 PCDH17 PRSS35 PSTPIP2 PTPRB RAB10 RASGRP1 RDX RNF111 RSBN1 SCN8A SKIL SLC39A2 SMURF2 SRSF10 SYT1 TAB2 TAF4 TICAM1 TMEM169 TMEM230 XIAP ZBTB14 ZFAND3 ZNF235 MIR676_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR676_5P ABHD18 AJAP1 AP1S3 ARGLU1 ARID4B ARPP19 ATF7 BCL7A CACNA1C CAMTA1 CCDC182 CCER1 CCND2 CCSER1 CD55 CDH9 CDKN2C CENPU CEP350 CEP41 CIDEA CLDN12 CNIH4 COL11A1 COL22A1 CREBRF CXCL2 DAPK2 DAZ1 DAZ3 DCAF6 DDX17 DERL3 DISC1 DR1 EEF1E1 EIF1AX ELAVL2 EMC8 EML4 ENTPD3 EPHB3 FAM131B FANK1 FAR1 FASTKD1 FBLN5 FCAR FIGNL1 FLRT1 FNDC3A FYTTD1 GABRA4 GFPT1 GJA1 GK GOLGA3 GOLT1B GPATCH2L GRIA2 GRK3 GRM5 H2AZ2 HEYL HGF HNMT HOPX IPO7 IREB2 ITGA9 KCNMA1 LAMA4 LARP4 LINC03043 LRATD2 LRRN1 MAGEH1 MAP4 MATCAP2 MDM1 MDM4 MED29 MKRN3 MMP8 MORF4L1 MORF4L2 MRPL32 MTDH MYBPC1 MYO1E NAP1L1 NAP1L5 NCAM2 NLGN1 NPAT NSUN7 NUP37 OOEP OPHN1 PABIR3 PCMTD1 PCYOX1 PDIA6 PHF6 PIK3CA PLK2 PPP4R2 PPTC7 PRKACB PRPF4B PRR13 PTGER3 PTK2 PTPDC1 RAB3C RAD51B RALGAPB RAPGEF2 RBMS3 RDX REST RND3 RNF145 RPP30 RSBN1 RTL3 SBSPON SCAF11 SGIP1 SLC23A1 SRR SRSF1 ST6GAL2 SUZ12 TAOK1 TBC1D23 TBL1XR1 TDRD15 TEX10 THAP1 THYN1 TMCC1 TMCO1 TMEM164 TNIP1 TOMM34 TPD52L2 TRAM2 TVP23B UBLCP1 UGCG UQCR10 VAMP3 VSX1 WWC2 ZFC3H1 ZFPM2 ZNF737 MIR6770_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6770_3P FAM219A IQSEC2 JPH4 SPIN1 STK36 MIR6770_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6770_5P AAK1 AARD ABRAXAS2 ACSL3 ADARB1 ADPGK AGO4 ANTXR1 ARHGAP35 ARHGAP44 ARHGEF10 ARHGEF39 ARL4C BSN CACNA1E CACNA2D2 CAMK1D CAMTA1 CARD8 CD209 CDC23 CDC42SE1 CDYL2 CELF3 CELF4 CEP290 CHAD CHUK CLIP1 CMTM4 CNOT4 COG6 COL5A3 COLEC12 COMT COX11 CREB3L1 CSTF3 CYP11B1 DAAM2 DAZ1 DAZ3 DEPDC4 DHRS3 DNAJA3 DNAJC10 DOCK5 DUSP10 DYNC1I1 ELMO1 EPAS1 EPS8L3 ERAP1 ERLIN2 EZH2 FAAH2 FAM220A FBN2 FCRL1 FHIT GGT7 GK5 GSTCD HCAR1 HDGFL3 HEYL HNMT HPCAL4 HTT IFT57 IGDCC4 ILDR2 INHBC INSM2 IQUB IRF6 ISCU ITM2C KCNA6 KCNH1 KDM5A KIF16B KIF3B KLF7 KPNA6 KRTAP1-3 KRTAP9-3 LLCFC1 LNP1 LPGAT1 LRRC66 LRRFIP2 LY9 LYPD3 LYZL1 LYZL2 MAB21L1 MAPK9 MFAP2 MIER1 MOCS1 MPP7 MRPS36 MSR1 MTNR1B NFIA NKD1 NLK NOVA2 NRAS NRG2 ORMDL2 PAQR9 PDE1C PEX11B PIANP PIAS2 PIK3R1 PKP2 PLPPR4 PNKD PON1 PPP1CB PPP1R11 PPP3R2 PPP6R3 PRIM2 PRIMA1 PSMF1 PXMP4 RBM43 RMND5A RMND5B RNASE13 RNF170 RPGRIP1L RPP14 RUNX2 RXRB SCMH1 SCN2B SEPTIN9 SIPA1L1 SIX2 SOBP SPATA33 SPPL3 SPTLC1 SPTLC3 SRGAP2B ST8SIA6 STARD13 STMP1 SUDS3 SUSD1 SYN3 SYNGAP1 SYPL2 SYT14 SYT7 TAFA2 TAP2 TFAP2C THSD7A TMEM121B TOLLIP TOR2A TP63 TRIM58 TRPM3 VPS26B VPS41 WIPF2 XPO6 XPO7 ZAR1 ZBTB20 ZDHHC3 ZFHX4 ZFP28 ZMYM3 ZNF37A ZNF417 ZNF444 ZNF585B MIR6771_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6771_3P ABHD18 ACSL1 ACVR2B ATF7IP ATP8A2 AXIN2 AZIN1 BBIP1 CCDC172 CD81 CDC20B CELF3 CFAP44 COBL CREBRF CYB5B DCTN2 DDN DIS3L2 DMRT1 DYNC1LI2 EIF2S3 EIF4A3 EXOG FAM169A FBXL20 FCHSD2 FOXD3 GOSR1 GPT2 HSPB7 IREB2 KATNBL1 LGSN LRG1 LRRTM2 MACROH2A2 MAGI1 MAN2A1 MAN2B2 MEAF6 MELTF MITF MLC1 MSN MTA3 NFAT5 NLGN1 NLK PAK2 PANK1 PFDN4 PFN1 PGAP6 PIK3R3 PITPNC1 PNOC POGLUT1 POLR2D PPP1R14B PROX2 PTGFRN RAB11FIP1 RBPJ REL RPS29 SEMA5A SERPINE1 SLC7A5 SMARCAD1 SPATA2 SSBP3 STK32A STRN3 SUDS3 SYT14 TIMP3 TM9SF1 TMED7 TMX4 TNKS2 TRIM71 TSC22D2 ULK3 UQCC6 URB2 UROS VSTM2A WNK1 XPNPEP3 YBX1 ZC3H12C ZNF490 ZNF619 ZNF880 ZZEF1 MIR6772_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6772_3P ADAMTS6 AFG1L ANKS1B ATXN7L1 BHMT BIVM BLOC1S5 BRWD3 CDH19 CHRM2 CHRNA3 CHST6 CHTF8 COA7 CPE CREBRF CXXC4 DCX DNMT3A DSG1 EPHA5 ERRFI1 FAM177A1 FARP2 FGD4 FHOD3 GID4 GRID2 KLHL29 LRP12 LRRN1 MAP3K20 MFHAS1 MGAT5 MTMR10 MYPN NAV2 NFIX NFYC NIP7 NRSN1 NUFIP2 NUMB PAN3 PCGF5 PECR PIEZO2 PKIB PNLIPRP3 PTGFRN PURA RRAGD SAMD13 SAMD7 SLC39A5 SRSF1 TBL1XR1 TMED10 TMEM132C TMEM87A TRIM71 TRMT2B TRPV1 TSKU UBASH3B UBR2 WIZ YIPF4 ZNF616 ZNF692 ZNFX1 MIR6772_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6772_5P BCL11A BLZF1 CAMK2D CCDC28A-AS1 CLSPN CNNM1 CNOT7 DIPK1A DLAT EDDM3A FOXI2 HDAC9 IGSF10 INSC MPV17 MYH11 NR4A3 QRICH1 RASAL2 RFX7 RIMS4 RSPO4 SCN9A SIAH1 SLC36A1 TMEM80 UBQLN3 USP35 USP9X VKORC1 WBP4 XCL2 ZC2HC1B ZNF417 MIR6773_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6773_3P ACTRT3 AHCY AMMECR1 ARIH1 ARMCX3 ATF1 ATP11B ATP11C ATP6V1C2 BECN1 BET1 BORA BROX C11orf86 C15orf40 C2CD6 C5orf24 CA8 CACYBP CAMK1D CAPZA2 CD27 CDK6 CNNM1 CNTN1 COQ10A CWC25 DEK EDRF1 ELOVL1 EML1 ENOX1 ENPP2 EPHB1 EREG FAM135A FMOD GDE1 GNAI1 HDGFL3 HIPK1 HS3ST3B1 IQCA1 IRF2BP2 JAZF1 KANK1 KAT6B KIDINS220 KITLG KLHL14 LANCL2 LBH LFNG MAN1A1 MESD MNT MSL2 MTMR3 MTRFR NCBP1 NFIB NWD1 NXPE3 OXR1 PARD3B PCLO PCNP PDLIM2 PELO PITPNM3 PIWIL3 PPARGC1A PTPMT1 RFX7 RNF169 RNMT S100PBP SAMD8 SELENOI SGCD SLC26A3 SLC4A7 SP2 SPRY4 ST6GAL1 STK4 TCF24 TGFBI TM7SF3 TMEM38B TOX3 TSKU TTLL11 UGT8 USP9Y WDR33 XKR4 ZBED1 ZBTB10 ZC3H12D ZFAND4 ZNF28 ZNF347 ZNF626 ZNF716 ZNF90 MIR6773_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6773_5P AMMECR1L AOC3 B3GNT3 BOK CAPNS1 CD44 CHTF8 CYP1B1 ELOVL5 FAM83A GABBR2 GAREM1 GNG12 GPR88 GUCD1 HOXB5 ITGB4 LINC02953 NMT1 P2RY8 PAG1 RBMXL3 RNF26 RSF1 SEMA4F SIRPA SLC25A42 SLC2A1 SLC41A1 SLC7A6 SNX21 ST3GAL3 SUMF2 TSLP UBE2J1 USP12 ZNF93 MIR6774_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6774_3P ENSG00000215022 RASD1 SLC6A19 STAU2 TRPC7 VGLL3 MIR6774_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6774_5P ADRA1A APEX1 BCCIP BTBD1 CCDC6 CCL20 CD69 CMTM6 COG7 COL8A2 CYC1 DSC2 ENSG00000266560 EPHB4 ESYT1 FAM120C GAB3 GLUL HSPA5 IFNAR1 KAT14 KIFC1 KLHL32 KMT2A LRRC8A MAGEA5P METTL8 MPPE1 MTSS1 NAA15 NID1 NXF3 PAFAH1B1 PIGZ PLD1 PLXDC2 PM20D1 PML PRDM16 PRX PTPRM PYGB RIT2 RPS6KA3 RUNX2 SEPTIN9 SIDT2 SKI SLC11A2 SOGA1 TAF4B TOP2A UBE2D3 MIR6775_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6775_3P ACAP3 ARID3B ARL4C CABP7 CCDC97 CD79A CDC42EP1 CEMIP2 CES3 CUX1 CYB561A3 CYP2C18 DNAJB5 DYNC1I1 EDC3 ELOVL5 ENTREP2 ERMP1 ESYT1 ETV6 FAAP100 FAM153A FBXO10 FBXO41 FHIP1B FOXP4 GLYCTK GPM6A H2AX IL1B IMPA2 IQCE IQSEC2 IQSEC3 KCNQ5 KIAA0319L KIAA1549 KLHDC10 LMOD1 MAGEA11 MAN1C1 MBNL3 MECP2 MFSD14B MUC22 MYORG NF2 NPTXR NRIP1 OAZ2 ODF2 PAK2 PGAP3 PGM5 PLA2G4C PTPA PTPRU RALGDS RASAL2 RASSF1 RBFOX1 REEP2 RGS9BP SH3PXD2A SHKBP1 SLC6A3 SNRPB ST6GALNAC6 TAB1 TGM4 TIAM1 TIMM22 UNC13B USP37 USP45 VASH1 VSIG4 VWA5A WNT11 XKR7 ZHX1-C8orf76 ZMIZ1 MIR6775_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6775_5P CASR FGF23 HASPIN IL2RG SSUH2 ZRANB2 MIR6776_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6776_3P ACTR2 ATP5MC3 B3GLCT BCL2 BTBD1 BTBD10 CAND1 CCDC88A CHMP2B CUL4B DCUN1D1 DDX3X DIAPH3 DR1 DSCAML1 DYNLL1 EPN3 ESYT3 FAM50B FAM98A FBXO48 GABRB2 GAN GID4 HIPK1 HMGN3 IL17RD KIF18B LINC02694 MAML3 MAP4K5 MICAL3 MTHFS MTX3 NAA50 NKX2-2 NPY1R NUP43 OXLD1 PHF20L1 PLAA POM121 PPCDC PRKAR2B PSME4 PYGO1 RAB2A RHOBTB1 RNF19A SLC17A7 SP3 SPTBN1 ST20-MTHFS STAT3 SYT10 TRDN WDFY3 WDR41 WIPI1 YIPF5 ZIC4 ZMYM2 ZNF441 MIR6776_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6776_5P ABLIM1 ACACB AFMID ANKRD6 ATF2 AZIN1 B3GALNT2 BPY2 BPY2B BPY2C C18orf63 CACNA1E CASP10 CD74 CDHR3 CEP250 CERS2 CHRM3 CLDN16 CLIP3 CNOT6 COL23A1 CREB3L3 CRP DNAAF9 DNMT3A DPYSL5 DTNBP1 EAPP EFNB3 EGFL8 ENTREP2 EOGT EXOC6B F10 F2RL2 FBXO41 GAREM2 GIPC3 GPI HDAC6 HDGF HSD3B7 IFI6 IKZF3 INHBB KLF8 LRRC25 LZTS2 MARCHF10 MAST3 MCMDC2 MVB12B MYO6 NBEA NCKAP5L NKTR NKX3-1 OLFML2A PAX5 PDE3A PDE6A PEG10 PHB1 PHF5A PMM2 PNMA8B POU3F3 PPCDC RGL4 RNF170 SELENOT SFTPB SIM1 SKI SLC24A2 SMG6 SPRING1 SYNGAP1 SYNGR2 TICAM2 TJP1 TMED7-TICAM2 TMEM127 TPPP3 TRIM67 TRPV6 UBFD1 ZBTB40 ZC3H6 ZFR ZFR2 ZNF181 ZNF292 ZNF302 ZNF607 ZNF823 MIR6777_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6777_3P AASDH ARHGEF35 CDX1 CETN3 CLPX CLVS2 CNKSR2 EIF2S2 EIF4E3 FAT3 FST GNAS HRH1 HSPA5 IFNE IRX1 KCTD14 KLK15 LRATD1 LRIT3 MAPKBP1 NCSTN NDUFC2-KCTD14 NOP16 NR4A3 PCBP1 PCBP2 PCTP PIWIL4 PPP1R3F PRAMEF15 PRAMEF25 PRAMEF4 PRAMEF5 PRRC2B PRSS21 PTPRG QKI RMND5A RNF138 RNPS1 RRM2B RXRB SEPTIN8 SH3BGRL2 SLC6A2 SNX24 SPATA4 TAF5L UCK2 ULK2 VCAN ZFP64 ZNF385B ZNF687 MIR6777_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6777_5P ARHGDIA CELSR2 EFHD2 EPHB4 MTSS2 PCSK6 PLGLB1 MIR6778_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6778_3P AAK1 ABI2 ADAM11 ADCY1 ADCY5 ANKH AP1S3 AP5B1 APC ARHGAP30 ATCAY ATP1B1 ATP6V0B B3GNT6 BAK1 BCDIN3D BICRAL BLZF1 C17orf75 C5AR1 CABP4 CACNG8 CAMK1D CAVIN1 CBLL1 CBX2 CCBE1 CCDC142 CCDC157 CCL5 CD96 CDC37L1 CEP97 CFLAR CGNL1 CLEC7A CPLX4 CPM CRX CTSB CWC25 CYP20A1 CYP27C1 DBT DCAF16 DCAF7 DCP2 DDX5 DDX51 DEGS1 DFFA DHDDS DHTKD1 DNAAF10 DNAJB2 DNAJC3 DNASE2 DSTYK DUXA EDEM3 EFCAB11 EHD1 ENTPD1 EPG5 ERVV-1 FAIM2 FAM131A FAM184B FAM219A FAM227A FAM3A FBXO27 FBXO9 FNBP1 FURIN FXR2 GATAD1 GATD1 GIN1 GK5 GLB1L GON4L GOSR2 GPR155 GPR82 GPR85 GTF2H2 GTF2H5 HAUS2 HGSNAT IBA57 IL17RA IPO9 IRF1 IRGQ ITPRID1 JRK KCNC1 KCND1 KIAA1614 KIF1C KLHL13 KREMEN1 LAMP1 LCTL LDLR LPP LRRC57 LRRC74B MAN2A2 MARVELD3 MCUR1 MEDAG METTL2A MFSD11 MIGA1 MMACHC MR1 MRPL57 MSI2 NFX1 NME6 NMNAT1 NRP2 NUDT18 OAZ2 OPA3 ORAI2 PDE4C PEX5L PGPEP1 PHAX PIANP PIGBOS1 PLA2G12B PLEKHA5 PLEKHG4B PLEKHM3 POLH PPM1F PRELP PREPL PRICKLE1 PROX1 PRR11 PTAFR PTK7 PTPN2 PXMP4 RAB3B RBL1 RGS16 RPL13 RRP7A RSL1D1 RTP1 SAMD14 SKP1 SLC31A1 SLC35E4 SLC38A3 SLC43A2 SLC46A3 SLC50A1 SLC52A3 SLC7A11 SMCR8 SMIM14 SMUG1 SNRPD3 SNX11 SOGA1 SPIB SPIRE2 SPN SRSF3 ST3GAL1 STEEP1 STK32A STX18 SWSAP1 SYT2 SYT7 TADA2B TAF9B TCTA THY1 TLCD2 TMC5 TPD52L3 TPM3 TPRG1L TTC23L TTPAL UBL7 UGGT1 UNKL UPP2 USP49 VPS26B VPS53 XIAP XXYLT1 ZBTB21 ZBTB8A ZC4H2 ZFP82 ZFR2 ZKSCAN1 ZMYND19 ZNF114 ZNF264 ZNF316 ZNF417 ZNF530 ZNF667 ZNF696 ZNF704 ZNF714 ZNF791 ZNF793 ZSWIM1 MIR6778_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6778_5P ADARB2 ADCYAP1R1 ANK1 ANKRD42 AP1G1 ARFGEF3 ATAD5 ATP13A2 ATP7B B3GAT1 BAHCC1 BICRAL BPTF BRPF3 C3orf38 CDKN1C CHST9 CIT CRY2 CST5 CYP11B1 DCLK1 DIS3 DPF3 ELAVL1 ENSG00000255537 EPHB1 FOSB FOXL2NB FRYL FXR1 GARIN6 GCSAM GNAO1 GNG13 GON4L GPSM3 GSTM2 HNRNPLL HOXB13 INTS5 KHSRP KIF3C KLC2 KLK10 KRT78 LCE1A LPP MAP7D3 MARCKSL1 MEF2A MPIG6B MYO19 MYO3B NANP NDUFA5 NFASC NIPBL NRIP2 PAK1 PARP11 PAXBP1 PBX2 PBX4 PER1 PHC2 PIKFYVE PKLR PLXNA4 PPME1 PPP1R8 PROCR PTGFRN PTP4A1 PTPRG RELN RPRD1B SCN2A SEPTIN10 SH2B3 SHISA2 SLC17A8 SMIM21 SNX9 TCAF2 TGM2 TM6SF2 TMED10 TMEM104 TMEM106A TMEM245 TNS1 TP53INP2 UCP3 UGT8 UNC45B UNK USB1 VPS25 WNT1 XIRP1 YIPF3 ZC4H2 ZER1 ZFHX3 ZNF106 ZNF318 MIR6779_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6779_3P ADAM23 BDKRB2 BRK1 CACNA1E CAMK2N1 CDHR1 CDK2 CHST12 CLASP2 DCAF7 DDX31 DGKI DNAL1 DNMT3B ESRP2 FAM220A FBXO4 FRAT1 ITPKB ITSN2 JOSD1 KCNK10 KDM7A KLHL4 KRT15 LRIG1 MAMDC2 MEMO1 MIB1 NAV2 NUP98 PAK2 PARD6B PHTF2 PIEZO2 PLEKHH1 PPIF PPM1D PRDM2 PTPRG RASGRF2 RFX3 RGS21 RILPL1 RIPOR1 RNFT1 RREB1 SAE1 SEC14L1 SEC63 SIN3A SKIDA1 SLC24A2 SLC2A10 SLC4A4 SMARCAD1 SMNDC1 TIPARP TLCD5 TMEM47 TNPO3 TRIB1 UBE2V1 ZBTB34 ZC3H7B ZDHHC15 ZNF516 ZNF518A ZNF605 MIR6779_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6779_5P ACADSB ACKR2 ANKS4B APELA APOBEC3F APOL6 ARGFX ARID2 ARNT2 ASPG ATP1B4 ATP7B ATXN1 BMAL2 CALCR CASP10 CASTOR2 CBX5 CCDC28A-AS1 CCL28 CD164 CDADC1 CDH1 CDK8 CEBPZOS CGNL1 CHTF8 COL11A2 COL27A1 CORO2B CPSF7 CSF3R CTDSPL CTSW CYP1A2 CYP20A1 CYP2B6 DAB2IP DCTN5 DDX6 DEPDC5 DMRT1 DNAJC8 DTX4 DYDC2 EBAG9 EEF2K EFCAB2 ELK1 EOGT ERBB3 ESYT1 F2RL2 FAM72A FAM72B FBXL18 FBXL20 FIBCD1 FOXK1 FOXP4 FUS GAB2 GCFC2 GDI1 GFAP GFOD2 GFRA4 GLG1 GLS GNAT1 GNL3L GNPNAT1 GPR83 HCFC1 HOOK3 HRH2 HUNK IGF2BP1 IKZF3 IRGQ ITLN1 KCNIP1 LHPP LRRC51 LYZL1 LYZL2 LZTS3 MAPK13 MARK4 MASP1 MAVS MDM4 MIP MRPS2 MS4A1 MS4A10 MTFMT MTR MTX3 MUCL3 MYO10 MYORG NCEH1 NDST1 NID1 NMNAT2 NOL9 NOVA2 NSL1 ODAPH ORAI2 OSBPL1A PACS1 PAPOLG PARP9 PDE7A PHACTR4 PI3 PIGK PLCXD1 PLEKHA5 PNMA2 POLR2D PPP1R11 PRICKLE3 PRND PSMB2 PYCR3 PYGO1 RAB21 RAD51B RALB RBM19 RBMS2 RHOJ RIMS3 RPL15 RRP15 RRP7A SAMD4A SBSPON SCAI SCGN SETD7 SH3BP2 SHISA6 SHISA7 SHOX SLC2A4 SLC6A11 SLC8A1 SOGA1 STX5 SULT1E1 SUSD5 SV2C SYBU SYNGR1 SYP TCTN2 TIAM1-AS1 TMEM132E TMEM239 TMEM265 TMEM63C TMTC1 TRAF3IP2 UPK2 VIRMA VPS13B VPS25 YWHAQ ZDHHC15 ZFHX2 ZNF286B ZNF432 ZNF490 ZNF544 ZNF554 ZNF587 ZNF655 ZNF674 ZNF793 ZNF814 MIR6780A_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6780A_3P ABCG4 ADAM22 ADD2 ADGRL3 ADM AGO1 ANO6 ARRDC3 ASPH ATE1 ATG7 ATL3 AXIN2 B3GLCT BCL2L11 BCLAF1 BTK BTN2A1 BTN2A2 C17orf75 C1orf109 C5orf63 C8orf44 CACHD1 CACNA1E CCDC144NL CCDC158 CDADC1 CHIC1 CLDN18 CLGN CLIC5 CNOT6 COMMD8 CRKL CSNK1G1 CWC27 CYRIA DCAF5 DPYS DSE ELK4 EP300 EPHA3 ETAA1 ETS1 EXOC5 FAM210A FBXO28 FGF18 FOXN1 FPGT FUT9 FZD4 GHDC GNAQ GOLGA4 GPR161 GRIA3 GRIP1 GTDC1 HAPSTR1 HARS1 HEYL HMGN1 HMGXB4 HOXC13 INA ITGB3 KLHL18 KNSTRN LHFPL1 LRRTM2 LY6K MAB21L1 MADD MAGEA9 MAGEA9B MAGI3 MAPK10 MAPK4 MAPRE1 MCTP2 MFAP3 MNAT1 MON2 MPPED2 MRE11 MTMR4 NALF1 NEXN NUFIP2 OTULIN PADI3 PAM PAPLN PARPBP PAX7 PAX9 PINLYP PIP4P2 PKIA POLDIP3 POLR2K PPFIA2 PPP1R16B PPP4R1 PRSS23 PTGDR PTGFRN R3HCC1L RALY RAP2C RASSF3 RECK RIMS2 RNF13 RNPC3 RRN3 SAMD5 SEC14L4 SENP2 SH3TC2 SHISA7 SLCO4C1 SMUG1 SOGA3 SPEN SRP19 STARD8 SVOP TBC1D16 TENT5C THRAP3 THRB TMEM169 TMEM184B TNFRSF19 TOB1 TRAPPC11 TRPM4 TWIST1 UBASH3B UBN2 UGGT1 UNC80 XPO7 XPR1 ZBTB20 ZIC2 ZNF384 ZNF502 ZNF527 ZNF559 ZNF589 ZNF704 ZNF770 MIR6780A_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6780A_5P ABCG4 ACADSB ACKR2 ANKS4B APELA APOBEC3F APOL6 ARGFX ARID2 ARNT2 ASPG ATP1B4 ATP7B ATXN1 BCKDHB BMAL2 BORCS8 C7orf25 CALCR CASP10 CASTOR2 CBX5 CCDC28A-AS1 CCL22 CCL28 CCNT1 CD164 CDADC1 CDC42EP1 CDH1 CDK8 CEBPZOS CGNL1 CHN2 CHTF8 CIC CLSPN CNEP1R1 COL11A2 COL27A1 CORO1C CORO2B CPSF7 CSF3R CTDSPL CTSW CYP1A2 CYP20A1 CYP2B6 DAB2IP DDX6 DEPDC5 DERL1 DMRT1 DNAJC8 DTX4 DVL1 DYDC2 EBAG9 EEF2K EFCAB2 ELK1 EOGT ERBB3 ESYT1 EXOSC6 EXPH5 F2RL2 FAM72A FAM72B FBXL18 FBXL20 FCAR FIBCD1 FNIP1 FOXK1 FOXP4 FRMD5 FUS GAB2 GCFC2 GDI1 GFAP GFOD2 GFRA4 GLG1 GLS GLYAT GNAT1 GNL3L GNPNAT1 GPR83 GPT2 H6PD HCFC1 HOOK3 HRH2 HSPB7 HUNK IFI6 IGF2BP1 IKZF3 IRGQ ITLN1 KCNIP1 KCNJ6 KDM4E KLF7 LHPP LRPAP1 LRRC51 LYN LYZL1 LYZL2 MAML1 MAPK13 MARK4 MASP1 MAVS MDM4 MEFV MIP MPIG6B MRPS2 MS4A1 MS4A10 MTFMT MTX3 MUCL3 MYO10 NCEH1 NDST1 NFIC NHEJ1 NID1 NMNAT2 NOL9 NOS1 NOVA2 NSL1 NTN1 ODAPH ORAI2 OSBPL1A PACS1 PAPOLG PARD6B PARP9 PCBD2 PDE7A PGBD1 PHACTR4 PI3 PIGK PLCXD1 PLEKHA5 PNMA2 POLR2D PPP1R11 PRICKLE3 PRND PRR23C PRRG1 PSMB2 PYCR3 PYGO1 RAB21 RAB37 RAD51B RALB RBM19 RBMS2 RHOJ RIMS3 RIT1 RNF24 RNF8 RPL15 RPRD1B RRP15 RRP7A SAMD4A SBSPON SCAI SCGN SETD7 SH3BP2 SHISA6 SHISA7 SHOX SKA1 SLC2A4 SLC35E2A SLC35F6 SLC6A11 SNAPC3 SOGA1 SP8 SPI1 STX5 SULT1E1 SUSD5 SV2C SYBU SYNGR1 SYP TCTN2 TIAM1-AS1 TMEM132E TMEM14B TMEM239 TMEM265 TMEM63C TMTC1 TRAF3IP2 UPK2 VAMP1 VIRMA VPS13B VPS25 YWHAQ ZDHHC15 ZFHX2 ZNF286B ZNF385A ZNF432 ZNF490 ZNF544 ZNF554 ZNF655 ZNF674 ZNF793 ZNF814 MIR6780B_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6780B_3P BAHD1 BCL11B BIRC2 BNIP2 BPY2 BPY2B BPY2C CCDC110 CLRN1 DHRS7B DNAJC27 EBF1 EIF1 FHIP2A FMO4 FOXN2 GNG12 GPBP1L1 HAUS4 HECTD1 HLCS IRF2BP2 ITIH6 IVL KLF3 KPNA1 LDLRAD4 LSG1 MBNL1 MCUR1 MYCL NLGN1 NRAS NTM PCDH20 PCMT1 POLR3C PPM1B PUS7L QKI RANBP1 RBM24 RECQL RNF169 SKI TAOK1 TBCE TCF12 TMEM132C TMEM200A TMEM213 TMEM35A TOR1B TOX3 TRIM43 TRIM43B TRIM44 TXNDC5 VAPB WAC WDFY2 WWTR1 XRCC5 ZSWIM3 MIR6780B_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6780B_5P ABCC10 ABHD5 ADCY9 ADO AK2 AMFR ANAPC13 ARFGEF3 ARHGEF7 ARID3B ARPIN ARSI ASXL3 ATF5 ATF7 ATRN ATXN7L3 BAZ2A BCAS3 BCL2L1 BNC2 BRAF BRPF3 BRWD1 BTRC C19orf47 C19orf84 C1QTNF7 CABP5 CALN1 CALU CANT1 CBX4 CCDC103 CCDC113 CCDC178 CCDC68 CD177 CD207 CD209 CDON CERT1 CHD3 CHP1 CHRNB2 CHRNE CHST3 CLIC5 CLOCK CNGB1 CNOT2 CNOT8 CNTNAP3 CNTNAP3B COG6 CORO2B CPNE5 CSDE1 CSNK1G1 CT55 CTNND1 CXCR3 CXXC4 DAPL1 DCAF7 DCHS2 DDN DMTN DNAJA2 DPP8 DYNLT3 ECE1 EFNA3 EGR3 EI24 ELAVL2 ELK1 EP300 FADS2 FANCC FCER1G FKBP1A FKBP5 FNBP1L FOXRED1 FYCO1 FZD2 GIT1 GPA33 GRAMD1B GRAP2 GRK6 GSDMA GSTM5 GUCA1C HCFC1R1 HDAC1 HINFP HOXB9 HOXD13 HUWE1 IER5 IFIT1B IGFBP4 INO80D IPCEF1 ITGA7 IVL JPH3 JPH4 JTB KCNA1 KDM2A KDM4A KIAA0319 KIF21B KSR2 LAMB4 LGR6 LINGO1 LIPT2 LMOD1 LRRTM2 LY6D LZTS3 MAF MAFG MAPK1 MAPK10 MARCKSL1 MARK2 MAZ MBD6 MECP2 MEX3A MFAP4 MFN1 MIER3 MINK1 MINPP1 MKLN1 MKRN2 MMRN2 MOXD1 MXRA5 MYO1E NAA40 NACC2 NECTIN1 NEUROG2 NR1I3 NR2F2 NRAS NUP205 OSBP OSBPL7 P2RY4 P3R3URF-PIK3R3 PABIR1 PAF1 PAMR1 PARS2 PATL1 PBX2 PCDH7 PCYOX1 PDLIM5 PDXK PDYN PHACTR1 PI4KB PIK3R3 PIP4K2B PKNOX2 PLEK2 PLEKHS1 PNOC PPP1R18 PRDM11 PRDM16 PREP PRKD3 PSMF1 PTPN14 PUM1 PXN PYGB QKI RAB11FIP4 RAB3A RAD18 RALY RASL10B RBM14 RBM26 RELL2 REPS2 RHOC RHOF RNF14 RNF180 RNF39 RPL15 RTN4RL2 RUFY2 S100A14 SAMD4B SASH3 SCAMP5 SCNN1A SCRT2 SDC3 SDHC SELENOW SEMA4G SERF2 SH3PXD2A SHISA6 SHISA7 SIPA1L3 SLC22A8 SLC24A4 SLC38A7 SLC4A7 SLC6A3 SLC7A14 SMARCD1 SPAG7 SPATA12 SPOCK3 SPRY4 SPRYD4 SRSF2 STEAP3 SUCNR1 SYP SYT7 TAGLN2 TAOK3 TET3 TFE3 THRA TMED4 TMEM121B TMEM127 TMEM131 TMEM43 TMEM69 TMOD2 TNRC6A TNS1 TPTE TRMT112 TSKU TSPAN33 TTC21A TUB UBE2D2 UBE2R2 UNC5B USB1 USP51 VAMP2 VTI1A VWA1 WAS WDFY1 WNT9B XPO7 YY1AP1 ZBTB20 ZBTB4 ZBTB7A ZCCHC3 ZDHHC14 ZDHHC3 ZIC3 ZMYM3 ZNF346 ZNF385A ZNF512 ZNF516 ZNF592 ZNF703 MIR6781_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6781_3P ADCYAP1 ADRA1A ANK3 ANKH ANXA5 AS3MT ASIC4 ATG14 ATP6V1F ATXN3 BRF2 BRWD1 BSN CAV3 CCDC115 CCL4L2 CCNA2 CD2AP CDH8 CDK14 COBLL1 COL12A1 CXCR6 DCAF5 DCUN1D4 DIPK1A DMRT2 DPY30 ECHDC1 EFNA5 EMX2 ENSG00000230707 EXOC6B FAM104A FAT3 FNDC3A FUT11 GLIS3 HJV KCNA6 KCNK2 KIR3DL3 KLHDC8A KLHL29 KPNA3 LINGO2 MAGI1 MON2 MRC2 MYRIP NIPA1 NRP2 NSD2 NUFIP2 OGA PALM2AKAP2 PMPCB PNPLA4 PPARGC1B PRKCA RABGAP1 RAD54L2 RAP1A RBM39 RGS6 RHOXF1 RMND5A SEL1L SLC24A2 SLC26A7 SLC30A10 SLITRK4 SPRY2 ST8SIA3 TIA1 TMEM178B TMEM215 TMX2 TNFSF11 TOP1 TRAK2 TSC1 WDR1 ZBTB33 ZNF737 MIR6782_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6782_3P ABCA10 ACBD5 ANKRD12 ARHGAP20 ARIH2 ATP1B1 AXIN1 BMT2 BRD1 BRD3 BTG2 CCDC83 CDCA7 CLINT1 CNTN5 CPEB3 CREBZF DCAF17 DOCK11 DOCK7 DYNLT1 ECM2 ELMOD2 EXPH5 FAM199X FECH FSTL1 GBX2 GFM1 GNG5 GOLGA8N GOLPH3 HIPK3 IKZF2 IPO7 IRF2BPL ITGAV KCTD10 KLHL23 KLHL36 LAMC1 MEF2C MFSD4A MOB1A MOSMO MYNN NFASC NR4A3 NRN1L NXPE3 ONECUT2 PAQR6 PDGFC PI4K2B PIP4P2 PRKAR2A PTPRB RBMXL2 REST RIPK2 RNF220 SEMA6D SESN3 SEZ6L SGMS2 SLC18A2 SLC5A8 SMC5 SNX27 SOCS5 STXBP5 SUSD6 THAP2 TNRC6B TRPS1 TSHZ3 USP13 USP25 VSTM2A YPEL2 ZBTB43 ZFAND5 ZFAND6 ZFX ZNF143 ZNF184 ZNF33A ZZZ3 MIR6782_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6782_5P AK2 ANKRD52 ASCC3 B3GNTL1 BTG1 CAPN8 CASP14 CCAR2 CDSN CNNM1 CTNNBIP1 CYP1A2 DGAT2 EPHA4 FBRS FBXL16 FBXO11 FOXP4 GBP1 GCNT3 GIGYF1 GPR162 IL18RAP JAM2 LCE6A MARK2 NID1 NOVA2 PXK SCN3B SLC2A10 SP7 SPRED2 SYP TEAD1 UBAP2L VAMP2 ZCCHC9 ZNF551 MIR6783_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6783_3P A1BG ABCC1 ABLIM2 ACOD1 ADAMDEC1 ADARB2 ADD2 AFAP1 AGAP1 AGTPBP1 AIFM3 ALPL AMMECR1 AMN1 ANKRD13A ANKRD24 ANKRD54 ARHGAP35 ARRB1 ATG7 ATRN ATXN7L3 B3GNT7 BCL9 BDNF BEND4 BICD2 BLTP3A BMF BPIFC BTRC C15orf39 CACNB1 CAMK1D CASP2 CASP9 CBX5 CD34 CDC37L1 CELSR2 CHI3L2 CISH CLCN6 CLDN9 CLEC1A CNOT3 CNOT9 CPNE2 CREB3L1 CTSA CYB5RL CYTL1 DCTN5 DENND2B DLGAP3 DNAAF11 DOK1 DRG2 DSG1 DSN1 DTNB EFNB1 EGFR ELMO2 EPHB3 ERF EXD2 FAM219A FBXO36 FCRL4 FOXC1 GABPB1 GABRA1 GALNT11 GASK1B GFAP HIP1 HIPK1 HOXA7 HS1BP3 HSD17B8 HYCC2 IFIT5 IFNGR2 IGFBP5 IL18BP IL31RA IRAK2 ITGA5 KBTBD2 KCNA5 KCNE3 KDM3B KDR KHDRBS1 KIAA2013 KLHL42 KPNA6 KSR2 L1CAM LARGE1 LARP1 LASP1 LILRB2 LRRC38 MAP3K9 MAU2 MED19 MINK1 MTF1 MTR MTUS2 MUSTN1 MYO18A NDEL1 NIPAL3 NMNAT3 NPTX1 NR2C2AP NRF1 NXF1 OXSR1 PALM2AKAP2 PAPPA PAX7 PCBD1 PEPD PHB2 PIK3C2A PLEKHG4B PLEKHM3 PLXDC2 PLXNA4 PPBP PPP1R1B PPP2R2C PPP4R1 PRKRIP1 PSENEN PTPN4 PTPRJ PTPRT PYROXD2 QSER1 RAB5B RASA2 RER1 RNF2 RPP14 RSPRY1 S100A7A SCN2B SEL1L SHISA7 SIAH3 SIKE1 SLC23A2 SLC25A36 SLC2A14 SLC2A3 SLC41A1 SLC7A6 SMC3 SNURF SOGA1 SOX10 SPRED1 STIMATE-MUSTN1 STK4 SYN3 SYNGR1 SYNJ1 SYNJ2BP SYNPO2L TANC1 TBC1D16 TCF7 TEAD4 TFB1M TGFBR1 TGFBR2 THAP6 THBS3 THOC7 TMEM121B TMEM253 TMEM266 TMEM95 TMIGD3 TNPO3 TOB2 TP73 TPM4 TRAK1 TRIM35 TRIM49 TRIM49C TWIST2 UBE3B URGCP USH1C VAPB VPS37D XKR4 XKRX ZNF140 ZNF397 ZNF555 ZNF704 MIR6783_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6783_5P AAK1 ACVR1C ADAMTSL5 ADGRL3 ADRA1D AGAP1 AGTR2 AMOTL2 ANGPTL3 ANKRD44 ANKRD62 ANP32A APLP1 ARCN1 ARHGAP32 ARL3 ARL6IP6 ARRB1 ASAP1 ASH1L ATF7 ATXN7L3B BCL2L11 BCL7A CADM2 CCL2 CD164 CD300E CEP162 CHD8 CLIC4 CLVS1 CNNM3 COL5A2 CRABP1 CSRNP2 DCAF12 DGKA DLGAP1 DLK1 DRC3 EFNA5 EPHA3 EPYC FAM120C FKBP7 G2E3 GALNT3 GK5 GLYATL3 GRIA4 GSPT1 IKZF4 IPO8 JCAD KAT6A KCNIP2 KCTD5 KIAA0232 KIF21B KMT2A L3MBTL1 LARP1 LCE2D LENG8 LGALS13 LRPPRC LRRC8C MAGED1 MAGI1 MBD6 MID2 MIEN1 MINK1 NDN NFIB NR2F2 NTRK2 OAS2 OLFML1 OLR1 OTULIN PAIP2B PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHAC1 PCDHAC2 PCP4L1 PDE4A PGR PIP4P1 PLD5 PLEKHH2 PLXDC2 POGZ POLR1G POU2F1 POU3F1 PPP1R3A PRH2 PRORP PROX1 PTCHD3 PTPN14 PYGO2 RAB5B RAB7A RFK RNF34 RNF41 RNFT2 RRP15 RSPH6A SAR1A SCN3B SEMA5A SHROOM2 SINHCAF SLC17A7 SLC45A3 SLITRK1 SNX9 SORCS2 STAP1 STAU2 STK4 SYNC TARBP1 TENM2 TERB2 TGFB3 THAP1 THRAP3 TMEM64 TMEM87A TSPYL1 TYR USB1 VPS72 WTAP ZFAND1 ZMYM2 ZMYM4 ZNF214 ZNF483 ZNF566 ZNF800 MIR6784_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6784_3P BBS1 CADM1 CCNT1 CDYL DLG3 EGFLAM ENDOV EPHA8 FBXL5 GORASP2 HAL IDS ITGAV ITPRID2 KCNB1 LCOR MAFB OOSP2 OSBPL7 OTUD3 PLCXD2 PLOD1 POGLUT1 PPM1A RORA SBNO1 SDK2 SPHKAP STT3A SYNPO2 TMEM121B TNFAIP8L3 TRIM10 XKRX ZBTB33 ZFHX4 ZKSCAN2 ZNF189 ZNF322 ZNF35 ZZZ3 MIR6785_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6785_5P ABCB5 ABCB8 ABCC12 ABCD1 ABCG4 ABHD14B ABO ACKR2 ACP3 ADAM12 ADAM21 ADGRL1 AGAP1 AGAP2 AGPAT1 AHDC1 ALPG ALPL ALX4 ANKRD45 ANKRD52 AP1S1 AP2A1 APCDD1 APLNR APOA5 APOBEC3F APOL6 APRG1 AR ARFRP1 ARHGAP23 ARHGDIA ARHGEF11 ARHGEF12 ARMC9 ARNT2 ARPC2 ARPC4-TTLL3 ASIC1 ATAT1 ATF7 ATP2A3 ATP8A2 ATXN1 ATXN2L AVPR2 B9D1 BAZ2A BAZ2B BCL2L1 BCL9 BET1L BICDL1 BORCS8 BSN C1RL C1orf210 C20orf96 C2CD2L C8orf82 C9orf78 CALN1 CAMK1 CAPZB CARM1 CASKIN1 CASP10 CASTOR2 CBX6 CCDC180 CCDC43 CCDC69 CDC23 CDC42BPA CDKN1A CDR2L CEBPZOS CERCAM CHST3 CIC CIT CLIP2 CNGA2 CNNM1 COL11A2 COL5A3 COL6A1 COMMD6 COPS7B CORO2B CPQ CREB3L2 CSDC2 CSDE1 CSF1 CSF2RB CSMD2 CSNK2A1 CTSD CYP1A2 CYP26B1 DAAM2 DAB2IP DACT1 DAGLA DBNDD2 DDAH1 DDX11 DDX18 DEPDC5 DES DESI1 DLGAP4 DLK1 DNAJB2 DNM1 DPF3 DRG2 DTX4 DUSP4 DUSP8 EDNRA EEF2K EEIG1 EFCAB2 EIF4EBP2 ELAVL1 ELAVL3 ELFN2 ELK1 ENSG00000233223 ENTPD2 ENTPD3 ERF ERI3 EYA3 F11R FAIM2 FAM120B FAM131B FAM131C FAM3D FANCF FAT2 FBXL18 FBXL20 FBXO10 FGFR1OP2 FIBCD1 FKBP1B FLT4 FNIP1 FOXK1 FOXP4 FSCN1 FURIN FUS G6PC3 GAB2 GAL3ST3 GALNT2 GANAB GCDH GFOD2 GGCX GLDN GLP1R GNAO1 GNAT1 GNL3L GPM6B GPRC5A GRIP2 GRK2 GRM4 GRSF1 GSK3A HCFC1 HDAC2 HIPK2 HK1 HMGXB3 HOGA1 HOOK3 HOXA1 HOXA10 HOXB8 HOXC4 HSPB7 HYI IFFO2 IGSF8 IKZF3 IL2RG INKA2 IQSEC1 IQSEC3 IRGQ JPH1 KCND3 KCNE5 KCNIP1 KCNJ12 KCNK15 KCNQ2 KCNQ4 KCTD10 KHSRP KIAA1549 KIF18B KIF19 KIF21B KIF5A KLC2 KLRC3 KRT75 KRTAP4-11 KSR2 KY LENG8 LRP1 LRRC4B LYN LZTS3 MAFF MAP3K9 MAPT MAVS MBOAT2 MDC1 MDM4 MECP2 MEF2D MEX3A MGAT5B MGRN1 MIEF2 MINK1 MKNK2 MLLT6 MMP19 MNT MOB3A MORC4 MPP2 MRPL43 MRTFA MS4A4A MTA2 MTF1 MTFMT MTR MVB12B MXD3 MXRA7 MYADM MYH14 MYO10 MYO1C MYRF N4BP1 NACC1 NAV2 NCOR2 NDST1 NECTIN1 NF2 NFASC NFIC NFIX NGFR NHERF2 NIBAN2 NLGN3 NOL9 NOS1 NOVA2 NOX1 NPTXR NRF1 NTSR1 NUP98 NUTM2G NYNRIN OAF ORAI2 PA2G4 PACS1 PACSIN1 PAIP2B PAPOLG PARP11 PARVG PBX2 PCBD1 PCBD2 PDE7A PDK2 PDLIM2 PEX2 PFN2 PGAM1 PHYHIP PIGR PIK3C2B PIK3R2 PITPNM2 PITPNM3 PKNOX2 PLA2G2A PLA2G4E PLAGL2 PLCXD1 PLEKHA5 PLXNA4 PNMA2 PNPLA2 PNPLA6 PNPO POLH POLR1G POLR2E POMT2 POU2AF1 POU2F2 PPARD PPM1F PPM1J PPP1R9B PPP5D1P PRG4 PRICKLE1 PRKCA PRR12 PRR30 PRR32 PSMB2 PTGR3 PTK2 PTPRA PTPRB PTPRJ PURA PXDC1 RAB11B RAB30 RAB35 RAB37 RAB3IL1 RAB5B RAD51B RALB RALGDS RAP1GAP2 RASSF5 RAVER1 RBFOX2 RBM24 RBMS2 RELT RFT1 RHO RHOB RHOC RIMS3 RNF222 RNF24 RNF38 RNF44 RNMT RPH3AL RPL15 RPL32 RPRD2 RPS6KA2 RRP15 RSPO4 RTN3 RUSC1 S100A5 SAMD10 SARM1 SAV1 SBF1 SCAMP4 SCGB2B2 SCN4B SDC3 SDK1 SEC22B SELENON SENP5 SERPINA1 SETDB1 SH3BP2 SH3GL1 SHISA6 SHISA7 SLC12A4 SLC22A23 SLC25A23 SLC25A45 SLC29A3 SLC2A4 SLC34A2 SLC35F6 SLC47A1 SLC4A8 SLC6A11 SLC7A1 SLC8A1 SLC8A2 SLITRK5 SMARCD1 SMG6 SMPD3 SMU1 SOGA1 SORCS1 SOX12 SOX13 SPI1 SPRY4 SREBF2 SRRM4 SSBP3 STARD9 STIM1 STK35 STX1A STX2 SUFU SULT1C4 SUPT5H SUSD5 SUSD6 SV2A SV2C SYN2 SYNGAP1 SYNGR1 SYNJ1 SYP SYT15 SYT7 TAF10 TAF4 TAP1 TAPBP TBKBP1 TCTN2 TET3 TFAP2B TFEB TGFBR3L THTPA THY1 TIMP3 TMEM104 TMEM120B TMEM184B TMEM201 TMEM252 TMEM276 TMEM63C TMTC1 TNK1 TNS1 TNS2 TOLLIP TOMM40 TPBGL TPCN1 TRAPPC14 TRIM67 TSKU TSPAN18 TTYH3 TUBB4A ULK2 UNC5B USP37 UTP11 VAMP2 VPS25 VPS37C VSIG10L VSIR VWA5B2 WBP2 WDTC1 WNT9B XKR6 XYLT1 YBX2 YPEL4 YWHAQ ZBTB4 ZCCHC8 ZFAND5 ZNF333 ZNF384 ZNF385A ZNF490 ZNF503 ZNF518B ZNF544 ZNF609 ZNF649 ZNF667 ZNF710 ZNF814 ZSCAN30 MIR6787_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6787_3P ADAMTS6 ANKRD40 AQP4 ARMC8 ASB6 ATRX BCL11B CAMK2G CASP7 CFH CFHR1 CFHR5 CLDN12 CNTNAP2 CTNNB1 DIDO1 DOK6 EBI3 EEIG2 EFTUD2 EIF4E2 ETS1 FBXL5 FBXO11 FGFR3 FMN1 GRAP2 GTF2E1 GZMB HOMER1 HSPE1-MOB4 INAVA ITGA10 KCNQ2 KDM4A KIF1B LRRC4 LYRM7 MDM4 MIEF1 MIPOL1 MKLN1 MOB1B MOB4 MOSPD2 MRAP2 NBEA NCOA4 NUP133 NYNRIN ODF2 OGA OSTC PATZ1 PELI2 PEX13 PHACTR2 PID1 PITPNM3 PLP1 PRR14 RAB5B RAB8A RANBP9 RBMS1 RHOT1 RMDN3 RNF138 SEC22C SEMA4G SEPTIN8 SF3A3 SLC31A1 SLC35A2 SLC6A7 SNAP25 SNN SNRPF SOX2 SPAG9 SRP54 SRPK2 ST7 SVBP SYDE2 TAF12 TAF5L TBC1D15 TEX12 TFDP2 THSD7B TIMP3 TPBG TRPM3 TUB VPS50 WNT9B YBX2 YTHDF2 ZIC4 ZNF250 ZNF831 MIR6787_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6787_5P ABO ACSL3 AP5Z1 C1QTNF6 DPP9 DUOXA2 DYRK1A EEF1A2 ESPN FAAP20 FKBP8 HOXC10 MDGA1 MIA2 NFIX NRARP PABPC1L2A PABPC1L2B PIP5K1C SCRT1 SIRT6 SLC17A7 SLC29A3 TGFB1 TNFRSF8 UBXN6 ZFR2 MIR6788_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6788_3P BAGE2 COL4A2-AS2 L1TD1 ODAD2 TIGD5 ZNF655 MIR6788_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6788_5P AAK1 ABCC4 ADAM30 AKAP6 APOBEC3F ARHGAP9 ARID4A ATG16L2 ATP1B4 BAZ2A BCL9 C1orf105 CA6 CCL28 CCT4 CDK15 CDK8 CELF3 CHP1 CLIC5 COL4A2 CORO1C CREM CTNND1 CXCL9 DAB2 DDX6 DMP1 DUSP19 DYDC2 EBAG9 EIF4E3 ELK1 ENTPD7 FABP4 FAM117A FAM117B FAM199X FRMPD3 GABBR1 GAGE1 GAGE12D GASK1A GCC1 GIGYF1 GNGT2 GPATCH2 GRIN3A HIP1 HNRNPL HS6ST2 HYCC1 IARS1 IFT140 IKZF3 IMPG2 JAZF1 KCNB1 KRT2 KRT222 LOX LURAP1L MAML1 MAN2A1 MAP4K1 MAPK10 MARCKSL1 MDGA2 MEPCE METTL7B METTL8 MKKS MPPED2 MTCH2 MXRA5 MYEOV NAMPT NIPSNAP3A NIPSNAP3B NPY1R NSMCE3 NT5DC3 ORAI2 PAK1 PALS2 PATZ1 PELI1 PGPEP1 PLBD2 PLXNA2 PPDPFL PPME1 PPP2R5C PRR23C PRSS27 PSG1 PSG4 PTPRC PYGO1 RAB6C RAB6D RASSF8 RBM19 RLIM RPS6KA2 SDC3 SEMA4G SF3A3 SHISA7 SHOX SKIL SLC1A2 SLC36A2 SLC39A8 SNAPC3 SNX20 SRRM4 SSR2 ST6GALNAC5 STK17B STK4 STX5 SUCLA2 SYP SYT14 SYT6 TIMM21 TPM1 TRIM32 TSHZ3 TSPAN12 TSPYL4 UBE3A VGLL3 ZCCHC14 ZNF275 MIR6789_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6789_5P AP5B1 ATP5F1B CASK CTCFL DCAF8 DNMBP GGA3 HSD17B12 JPH3 KRT82 MITF NCOR1 PINK1 PTCHD3 RERG RHBDD1 SNW1 SOBP SOX10 TFB1M ZBTB47 ZSWIM5 MIR6790_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6790_3P APLN ATP6V0E1 ATP8A2 MRFAP1 SMG1 MIR6790_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6790_5P APELA APOBEC3D ARID5B ARPP21 CALCOCO1 CDC14A CNMD COL15A1 CPM EHHADH ERICH3 FOXI2 GDAP2 GDF6 GOLGA1 HADH IDH1 INS-IGF2 KALRN KBTBD6 KLHL11 LONRF1 LRPPRC LYPLAL1 MALT1 NLGN4Y NRN1 NSD1 OLA1 PDE1A PHF20L1 PLXNA4 PRELID1 PRKCQ PTHLH RASSF9 RIMKLA RSRP1 SERPINA5 SLC2A2 SLC35F4 SOAT1 STK39 TASOR2 TCF20 UBA3 WLS ZCCHC2 ZNF772 MIR6791_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6791_3P ABHD11 ADAM10 ADARB2 ANKRD16 ARIH1 ARNT2 ATP1B1 ATP6V0B B4GALT2 BAGE2 BNIP3L C5orf24 CAMLG CCK CD1C CHD6 CHST2 CUX2 DDX6 DNAJC18 DSTYK DTX3L ESF1 EYA3 FAM20A FKTN FNBP1 FRMPD4 FSD2 GPX7 GSTM4 KIAA1549L KLHDC10 KLHDC7A KSR2 LILRB4 MAPK14 MRTFB MYRIP NAV3 NFIB NPAS3 NR3C1 NR4A3 ORAI2 P2RY13 PCDHA2 PPFIA2 PRDM16 PRKCB PROX1 PTPRO RAP2B RPGR SEMA5B SERINC1 SLC15A1 SLC16A9 SLC52A3 SNX1 SOGA1 SOWAHB SRGAP3 ST6GAL2 SYN3 TEF TENT4A THSD7A TIMM17A TK2 TMEM104 TSN TTC23 VPS26B XRN1 ZC3H4 ZFP1 ZNF341 ZNF69 ZNF704 ZNF786 ZZZ3 MIR6791_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6791_5P AAK1 ADAR AP1M1 APBA1 ARHGAP18 ARHGAP36 ATXN7L3 B4GALT1 BBS1 BCL2L2-PABPN1 C19orf73 C1QTNF6 C1orf167 C4orf19 CALN1 CAMK2A CAPN15 CARMIL3 CASTOR2 CBX7 CCDC102A CDC25A CDC42BPG CDCA3 CDR2L CLCF1 CLEC14A CLIP3 CMKLR1 CPLX2 CPNE5 CPSF7 CRTC1 CWC25 DAGLA DCAF7 DDX6 DESI1 DOK2 DYRK2 ELFN2 EPB41L4A EPOP ERGIC1 FAM234A FBXL19 FBXO41 FIBCD1 FMNL3 FOSL2 GALNT16 GARRE1 GARS1 GATAD2B GPSM1 GYPC HDAC7 HIP1 HSPB7 IGLON5 IL1RAP INPP5F IQCG IQSEC3 IRF1 ITGB1 KCNE4 KMT5C KY LDB1 LHX9 LMOD1 MAP3K14 MAPRE3 MDGA1 METTL1 MGA MIEF2 MKRN1 MLEC MLLT1 MOSPD3 MYOCD NALF2 NBL1 NCAM1 NCDN NECTIN1 NFYC NINJ1 NOS1 ORAI3 OSBPL3 OSR2 P2RY2 PABPN1 PDCD4 PDGFRB PHF21A PHF24 PI4KB PIFO PIK3CA PLEC PLK3 POU3F2 PPM1F PPP3CB PRH2 PTPN9 RALGPS1 RCE1 RGMA RHOBTB1 RIMS4 RLF RNF19B RNF220 RNF44 RNPEPL1 RRP36 SDC3 SH3BGRL2 SH3PXD2B SHISA7 SHISAL1 SLC26A9 SLC45A4 SLIT2 SOGA1 SPEN SPRY3 ST8SIA2 STAT2 STXBP5 STYK1 TACC2 TANC2 TBC1D16 TBC1D2 TBX15 TLCD2 TMEM164 TMEM229B TMEM35A TMEM8B TNPO1 TPBGL TRIM10 TSPAN18 TTC39C UBASH3B UBE2Z UNC5A USH2A VASH1 WAPL WDR47 WFIKKN2 WNT4 WNT6 XYLT1 ZBTB34 ZBTB40 ZFAND3 ZNF322 ZNF335 ZNF362 ZNF395 ZNF862 MIR6792_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6792_3P ABRAXAS2 ADAM28 ADAMTS15 ADAMTS17 ADRA1D AFF1 AKAP5 AKT3 ALDH8A1 ANKRD17 ARFGEF3 ARHGEF33 ARHGEF38 ARPP21 BAHD1 BRINP1 CACYBP CARNMT1 CCDC43 CCNY CDK15 CDK19 CNBP CPEB4 CPPED1 DAG1 DAXX DBNDD2 DCDC1 DNAJB7 ENKUR ENSA FAM149A FANCG FBXW7 FCRL2 FKBP9 FRAS1 GBP2 GFI1 GPC3 HOXA9 KATNAL1 KCNA5 KCNA6 KDM3A KIN KRCC1 LHPP LIPG LRRFIP2 LSM6 LUZP1 LYSMD4 MDM4 MFSD6L MLLT1 MRPS33 NABP1 NADK2 NASP NGFR NLGN1 NME8 NOL10 NPAT NRIP3 PAX1 PIN4 PNISR POM121 POTEC PRDM13 PRKCB PRKDC PSMG3 RAB26 RAB31 RAB33B RAB3IP RAB9A RANBP3L RBM41 RGS21 RNF111 RNLS SAMD4A SENP6 SENP8 SESN3 SH3PXD2A SLC35D1 SLMAP SMAD1 SNAPC4 SNF8 SORCS3 SP1 SP3 SPRED1 SPRY4 TAF1L TEF TENM1 TFE3 THBS1 TIMM23 TMEM35A TNFRSF11A TNFSF13B TOMM40L TRAK2 TRDN TRIM2 TRPM8 UBASH3A UBN2 USP34 VCAN VIPR1 ZBTB8A ZNF268 ZNF326 ZNF564 ZNF618 ZNF691 MIR6792_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6792_5P ADGRL4 AHR AK4 AMOTL1 ARFIP1 ARL6IP1 ARMC1 BCL11B BCLAF3 BICC1 BTBD3 CA1 CALM2 CCDC88A CCND2 CCNE2 CD2 CDIPT CDK2AP1 CITED2 CMTR2 CPEB2 CPLX4 CPNE8 CRYBG1 CTNNB1 CWC25 CYP2U1 CZIB DCAF12L1 DDHD2 DDX19A DENND1B DNAJC25-GNG10 DOCK11 EEF1E1 ELK3 ELOVL5 EPB41L4B EPS8 EXOC3 FAM104B FAM47B FAT3 FERMT2 FGF13 FGF7 FHIP1A FRMPD1 FYB1 GNG10 GPR6 GREM1 GRM7 HBP1 HFM1 IDI1 KANSL1 KCTD7 KLHL28 LAMP2 LRCH1 LRRC51 LRRTM2 LURAP1L LYST MAP4K3 MAP4K5 MBNL1 MFSD4A MN1 MSX2 NUB1 NXPH1 OTULINL OTX2 PAFAH1B1 PAX3 PDK3 PIAS2 PIGK PIP4P2 PLAGL1 PLPP3 POLE2 PRKCA PTCH1 RAB18 RAB3IP RAI14 RANBP2 REPS1 RFX7 RGPD2 RNASE11 RPL22 SDF2 SEL1L SERPINB11 SESN3 SETD2 SH3GL2 SLC25A27 SLC28A3 SLC47A1 SLF2 SLMAP SMAD2 SMAP1 SMIM9 SNTB2 SREK1 STAR STIM2 STXBP5 TASOR TFG TIPRL TJP1 TMCO1 TMEM135 TMEM30A TMEM33 TNKS TP53BP2 TSHZ2 UBLCP1 USP42 VBP1 WASHC2C YTHDF3 ZBTB34 ZDHHC6 ZNF396 ZZZ3 MIR6793_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6793_3P ACVR2B ALKBH7 AMOTL1 ARRDC2 ATP2A2 BLVRA BRD1 C1RL CACUL1 CALU CARD8 CCDC157 CDKL5 CLOCK CLSTN3 CLXN CNOT9 CRLF3 DDR1 E2F8 ELAVL2 ETV3 EYA4 FAM174A FAM219B FAM91A1 FAN1 HEPACAM2 HERC3 HOMER1 INPPL1 ITGA6 JADE3 JAZF1 JMJD8 KIF19 KLF3 KLF7 KLF8 KMO KMT2A KSR2 KYAT1 LMNTD1 LMX1A LONRF2 LRFN4 LSM14B MAP3K10 MEI1 MINDY1 MSI2 NAV2 NEO1 NRBP2 NUP153 PDGFC PHF13 PHF8 PHKG2 PLXNA3 PPP1R16B PPT2 PSD3 PTPN11 RAB5IF RBFOX1 RNF181 RPS6KA4 RWDD2B SAMD9 SEMA3F SEPTIN10 SRSF1 STON2 SYT4 TEF TGIF2-RAB5IF TTC17 UBE3A UST XYLT2 YIPF4 ZC3H6 MIR6793_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6793_5P AMMECR1L ARRDC4 ASB15 BAALC BID BRINP1 CCDC40 CDH6 CHRM3 CLSTN1 FAM167A FBP2 FGFR1 FIZ1 FOXI2 GCN1 GCNT4 GIT2 GLYAT GPC4 GRIN2A HOXC13 KBTBD3 KCNK9 LGR5 LHX9 MED13L MEF2D MLLT10 MYO1C NEK7 NFIX NPIPB11 NPIPB5 PAXBP1 PGA3 PGA4 PGA5 POU2F2 PRRT1 RERE SCG5 SH3PXD2B SIRT2 SLCO3A1 SOWAHC TAB2 TBCK TCF4 TGFB1I1 TIFAB TMEM108 TMOD3 TRIL TRIM67 TSHZ1 UBN2 UBR3 USP48 VWA8 ZFHX3 MIR6794_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6794_3P ANKRD12 APOBEC1 ARIH1 ATP6AP2 C3orf33 CA3 CADM1 CAMKK2 CBLB CD59 CPSF2 CTAGE1 DCAF8 DENND11 DLG4 DNAH11 ELAC1 ELAVL1 ELF1 ELP1 EPHA7 FBXO48 FBXW10B FBXW7 FIP1L1 FKBP1B GFI1 GRK2 HECW2 HOMER1 IDH3A IL17RD LEMD3 MAP3K13 MAP4K3 NPAT NSG1 NXF1 OXTR PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 PHF2 PON2 PRELID3B PRR5L PSME4 QSER1 RFX3 RNF41 SCN9A SLC12A8 SLC26A4 SLC2A2 SLC6A5 SNUPN STARD9 TGFBR3 TIMM8B TLNRD1 TNPO1 TRMT12 TSPAN5 UBE2D3 UQCC1 USP37 WAC YPEL4 YPEL5 ZNF569 ZNF626 ZNF737 ZNF780A MIR6794_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6794_5P ACOX1 ALDH7A1 AP3B1 APOLD1 APPL1 ARSK ASAH1 ATF7 BCL9 CADM1 CBX5 CHD6 CPM CSDE1 CTNND1 DAPP1 DEDD DOCK3 EFNB1 ELP5 EPB41L1 EPN1 ERVFRD-1 ESR1 FAM222B FBXL20 GPR137 HGF HOXB3 IL17D IL18BP KALRN KAZN KLHL13 LARP1 LDB1 LPGAT1 LZTS1 MAMDC2 MAN1A2 ME1 MVB12B NCAPH2 NECTIN1 NOVA2 NUP50 ONECUT2 PCM1 PDX1 PHLPP1 PPP2R1A PPP2R2D PRUNE1 PTPRJ PTPRS PXYLP1 RAB14 RAB2B RAD51B RAG1 RALGPS1 RASL11B REEP1 RLBP1 SFXN3 SLC12A6 SLC22A23 SPRY4 SRF SRSF2 STC1 STXBP4 SUMO2 TGFBI TRAF4 TRNP1 UBAP2L USP54 XBP1 ZBTB20 ZNF395 ZNRF2 MIR6795_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6795_3P ACSL6 AOC3 B4GALT2 CNGB3 CXXC4 FAM241B IPO7 MAST3 PEDS1-UBE2V1 POLDIP3 SOX9 SPTBN4 TET3 UBE2V1 MIR6795_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6795_5P A1CF ABHD18 ACIN1 AMT ANGEL1 AP1G1 ARSB ATG2B ATP2B2 ATXN1 ATXN7L3 B3GAT1 BCL2L1 BCL7A BMF BRPF3 C9orf153 C9orf64 CADM4 CALM1 CAMLG CASP3 CBX6 CCDC43 CMIP CNN1 CNTFR COPG2 CPNE5 CTNNA2 CX3CR1 DDX17 DELE1 DGKG DISC1 DNM3 EFHD2 EFNA3 EIF4B ELAVL2 FARP1 FBRSL1 FBXL16 FLRT1 FN3K FXR2 GAL3ST4 GAS1 GCOM1 GDI1 GET3 GIGYF2 GINS2 GNAI3 GRK3 HDAC9 HEPN1 HLA-DMA HNRNPK HNRNPU HOXC5 HOXD13 HSF2BP IGF2BP1 IL2RB IMPA2 IQSEC2 ITGA5 KCNC3 KIFBP LDB1 MAP4K4 MDK MECP2 MED17 MINK1 MKX MLLT11 MND1 MRPS10 MSI2 MUC3A MYOG NAA11 NDFIP2 NFIC NFIX NUFIP2 P2RY8 P3R3URF-PIK3R3 PGM1 PGPEP1 PHOSPHO1 PIAS3 PIK3R3 PLEKHB1 POLR2M POM121 PRKACA PRRC2C PTGIS QSOX1 RAB5B RAB7A RASA4 RBPMS RNF165 SERTAD2 SHOC2 SLC39A2 SLC39A5 SLC8A2 SOX12 ST3GAL1 STEAP2 TBR1 TEAD2 TMEM217 TMEM218 TNFRSF11A TRAK1 TRDMT1 TRIM71 TUBB4A U2SURP UBE2K UCK2 URM1 VAMP2 ZBTB7A ZBTB7B ZBTB7C ZCCHC13 ZFP36L1 ZNF385A ZNF529 MIR6796_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6796_3P BBS7 CANX CBL CEP83 CERS5 COLEC12 CPD DMD FAM117A FBXL15 FIGN FNIP2 GALNT15 GNG2 GPATCH2L HERPUD1 HSPA4L IFT57 KRT12 LHCGR MACF1 MCM4 MTFR2 NCKAP1L NF2 NFATC3 NOVA1 OTUD7B PANK1 PCDH19 PDE4D PHF3 PIAS2 PTPMT1 PYGL RAB11FIP5 RAB2A RCAN2 RSBN1L SEC24A SERPINF1 SLC2A12 SPRED1 SRI SULT4A1 TET3 TMEM59 TOX4 TRABD2B TRIM32 TTLL1 TVP23B TVP23C UBE2E2 USP9X WDR26 WHRN ZBTB10 ZBTB33 ZNF189 MIR6796_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6796_5P ADAMTS14 AKT1S1 ARF3 ARHGAP33 ARL17A ARL17B AUNIP BSDC1 C19orf84 C2orf88 C4orf19 C9orf50 CD1E CHST14 CNGB3 CPNE5 CRISPLD2 CYP26B1 DNAJA2 DNMT3B DSCAML1 ECH1 ELOVL1 ENSG00000187185 ERF FAM218A FGD1 FRMD4B GANC GARS1 GDF2 HBEGF HCFC1R1 IDH3A IFI44L IGF2 IQGAP3 JADE1 KAT7 KCNT2 KMT2B KYAT1 LIMD2 LYNX1-SLURP2 MDK MEX3A MPL MSN MTSS1 MYLIP NCBP3 NECTIN1 NEFL NTSR1 PARVA PCSK1N PDK4 PHF12 PIP4P1 PLXNA2 PPP1R2 PPP1R3B RIMOC1 RND2 RNF2 SCYL3 SEMA4G SEMA6A SETD5 SLC6A3 SLURP2 STOML3 STUM TDP2 TMEM218 TNFSF8 TTC22 TXNRD1 VWF ZBTB20 ZBTB4 ZNF138 MIR6797_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6797_3P AJUBA ARF6 ASPH BBS12 BCL9 C4orf33 C5 CACNA2D3 CAV1 CEP97 CLEC1A CLMN CPEB4 CPNE5 DNAJB12 E2F3 EID1 ENAH EP300 EPB41L5 ETS1 HNRNPA2B1 HSD11B1 KLF6 KLF7 LRRN4CL MAP4K4 MYOT MYT1L NRXN1 PCDH7 PCSK5 PIK3CA PLS1 POC1B PPP4R2 PXYLP1 RBFOX2 RCHY1 RNF144A RNF2 RNF6 SBNO1 SCN8A SEMA6D SENP2 SLA SLC4A7 SLC6A2 SMG9 SRBD1 SSBP2 STOX2 SUSD5 TCIM TMEM25 TSC22D2 USP9X WDFY3 ZNF138 MIR6797_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6797_5P AAK1 ABCG4 ABTB1 ADAM12 ADCY7 ADD1 AGXT AKT1 ANKRD52 AP1S1 ARHGAP6 ARID3B ATP1B2 ATRX ATXN2L AUTS2 BCL9L BCR BRWD3 C18orf25 C1orf198 C1orf210 C20orf96 CASQ1 CCDC34 CD200R1 CD300LD-AS1 CD3E CDC27 CDC42BPA CDH26 CFL1 CLIC5 CNNM3 COLCA1 COP1 CREB3L2 CSDE1 CSN2 CTPS2 CUL4A CYB561D1 DAGLA DNM1 DSCAML1 DTNB DUSP4 DYRK2 E2F1 EDC3 EYA3 F12 F9 FARP1 FCGR1BP FILIP1L FMNL3 FNDC5 GATA4 GFAP GIT1 GNAO1 GPATCH2L GSG1L HEBP2 HECTD4 HMGN4 HPCAL4 IL17F IL17REL IL2RG IMPDH1 INKA2 INO80C INO80D IQSEC3 IRF2BP1 ISCA2 ITPRID2 KCNC1 KCNE4 KCNIP3 KCTD2 KLHDC8A KRT75 KSR2 LASP1 LENG8 LILRA1 LMOD1 LPO LZTS1 MAP3K9 MEX3A MROH9 MVB12B NACC2 NALF2 NAV2 NDUFA4 NFAT5 NFIX NIBAN2 NIBAN3 NKD1 NOVA2 NPLOC4 NPTX1 NPTXR NRN1 NRP2 OSER1 PACS1 PAQR4 PARD3B PDE1A PDE4A PDX1 PHYHIP PI4KB PIANP PITPNM3 PLEKHO2 PLXNA4 POLR2F POU2AF1 POU3F4 PRR12 PSMB2 PSME3 RAB11FIP5 RAB12 RAB30 RABGEF1 RAPGEF1 RETREG1 RHOC RIMS3 RNASE13 RORA RPA1 RPGRIP1L RPH3A RUNX3 S100A16 SDC3 SDK1 SEMA5A SFMBT1 SH2B3 SH3PXD2A SHC3 SIPA1L1 SLC1A5 SLC24A2 SLC25A20 SLC7A5 SLC8A2 SLC9A9 SMARCC2 SMARCD1 SMPD3 SOGA1 SPRR4 SPRY4 SREBF2 SSH1 STEAP3 STMN1 SYNGAP1 SYP TAPBP TENM4 TFDP2 TMEM184B TNNI1 TNRC6B TOM1L2 TP53INP2 TRIM67 UBE2D3 UBE4B UBQLN4 UCP2 ULK2 VAX1 VSTM2B VWC2 WDTC1 WIPF1 WIPF3 XYLB YBX2 ZBTB7C ZDHHC9 ZFP64 ZIC4 ZMIZ1 ZNF333 ZNF703 ZNF827 MIR6798_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6798_3P AEBP2 AMIGO1 APOC4 B3GNT2 CCL7 DCDC2 DNAJC16 EXOC4 FCGR3A FCGR3B FURIN GABARAP HMGB1 HS3ST4 LRP8 MPP1 MTUS1 NSMCE2 ORMDL1 PDCD4 PEBP1 POLR1D PPP6C PRC1 RO60 SIGMAR1 SSBP2 TBX10 TM4SF1 TRDN TSN UBE4B UTY VIRMA WIPF2 YWHAG ZMAT4 ZMYM2 ZMYND11 MIR6798_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6798_5P ANKRD53 ANP32A ANXA5 AP1M2 ATP6AP2 BCAM COL10A1 CPLX2 CX3CL1 DLX3 DMAC2 EFNA3 FAM193A FBXL19 FN3K GCSAML GFAP HOOK3 HYOU1 IGLON5 KSR2 LDB1 MGP NBL1 NEDD9 PAX5 PCYT1B PHYHIP PPP2R2D PRDM16 PTPRQ SEMA6C SERPINA1 SESN3 SETD1A SETX STK40 SYK TADA1 TCEANC2 TMEM132E UNC79 VAX1 VSTM2L WASF1 MIR6799_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6799_3P ADAMTS14 ADCY1 ADD2 AFF3 ALS2CL ARID3B ATP8A2 BCL2L13 BLTP2 BSN C20orf85 C2orf49 CASTOR2 CASZ1 CEP89 CHGA COX6C DDN DHDDS DOCK3 DSE EDEM1 ELAPOR2 ELOVL5 EPHA10 EPHB2 ETV5 FAM53C FGF3 FHIP2A GPR132 GRIK3 HEYL HSPB7 HTR2C IGFBPL1 IST1 KATNIP KAZN KCNK9 KCNQ1 KDM4A KIRREL3 KLK15 LHFPL6 LHX1 LIMD2 LMO4 LMX1A LPAR5 MICOS10 MMP28 MSRB3 MXI1 MYO1B NSMF NUFIP2 NUP58 OVOL1 PAX3 PBX1 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 PHLPP1 PIP4P1 PLEKHB2 POP1 PRDM1 PRKAR2A PRR12 PSD3 PTCHD4 PTPN12 RAB43 RAP1GAP RFTN1 RGP1 RNF4 SH3BP5L SH3PXD2A SH3TC2 SLC12A5 SLC38A4 SLC6A3 SMNDC1 SNX12 SYNJ1 TBCEL TEF TIMM22 TMEM131 TMEM184A TMEM47 TP53INP2 TRAPPC3L TRMT112 TXNRD1 UBE2QL1 UNK USP46 VASH1 YEATS2 ZBTB39 ZDHHC3 ZNF239 ZNF710 MIR6799_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6799_5P ABCC1 ABHD4 ADAMTS4 ANKRD13C APELA AR ARGFX ATCAY ATF7 ATP5MC2 ATXN2L B9D1 BZW1 CAMSAP1 CAPN6 CASP10 CASTOR2 CBL CCL16 CDR2L CEBPZOS CENPO CHRNB4 CIT CLCC1 COL11A2 CYP1A2 CYP20A1 CYP4V2 DDA1 DEPDC5 DISC1 EEF2K EIF4EBP2 ELK1 ELOA2 ENTPD1 EPB41L1 EYA3 FAM162B FBXL18 FBXL20 FNIP1 FOXK1 FOXP4 FUS GDI1 GFOD2 GLG1 GLS GNAT1 GNL3L HACD4 HECTD4 HSPB2 HTR3D IKZF3 IRGQ KCNIP1 KCNJ10 KCNK16 KCTD10 KLHL9 LIMK2 LORICRIN LRPAP1 LRRC55 MDM4 MEFV MEIS3 MEST METTL21A MEX3A MIP MPIG6B MPP2 MSN MTFMT MYO10 MYO1F MYORG NDOR1 NDST1 NOL9 NPAS3 NUP43 ORAI2 PACS1 PAPOLG PCDHB9 PCYT1B PDE7A PGM2L1 PITPNM2 PLAGL2 PLCXD1 PNPO PPM1F PRKCA PRKCI RAB15 RALB RBMS2 RBMX RIMS3 RPH3AL RPL15 RRP15 RTKN S1PR2 SCAI SCN1B SENP5 SGMS1 SH3BP2 SHISA7 SLC25A45 SLC30A7 SLC35F6 SLC4A8 SLC6A11 SLC8A1 SOGA1 SPATA19 STXBP6 SUSD5 SV2C SYN2 SYT15 TEAD3 TIAM1-AS1 TJP3 TMEM106A TMEM63C TMPPE TRAPPC9 TSKU TSPAN18 VPS25 VPS26C VPS37C WDR47 ZCCHC24 ZNF248 ZNF391 ZNF490 ZNF544 ZNF548 ZNF626 ZNF772 ZNF814 MIR6800_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6800_3P AFDN BHLHE40 BRPF3 DPEP2NB ESR1 GAB1 GABBR2 MAP3K2 MAP4K5 MCM4 MCM9 NAV2 ORC4 PAQR5 PIP4K2B PNRC1 PPP1R13B PTPRK RFESD RPTN SMG7 TBC1D30 TMEM39A TRHDE XPO4 ZBTB10 ZFHX4 ZMYM4 ZNF486 MIR6800_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6800_5P ABHD12 ADAMTS5 ADAP1 ANKRD12 ANXA4 ARHGAP24 ATP5MC3 BBOF1 CHMP3 CLN5 DDX46 DIS3 EPHA6 EPS15 GLO1 GOT1 IFIT5 KRT222 LIPH LNPEP LVRN MANEA MMP3 MNAT1 MTUS1 MYO16 NAT1 NEK7 NIT2 PCDH9 PNPLA3 PTPRZ1 QKI RAVER2 RNF103-CHMP3 SLC38A2 SPRED3 SUGT1 TM2D2 TNIP2 TTC14 UBAP2 ZNF614 ZNF785 MIR6801_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6801_3P ADGRG6 AKT3 BLZF1 C2CD4C CDADC1 CHD8 CHST11 CLPP DIP2B DNMT3B DST EPC2 FAM78B FBRS FBXW11 GAB2 GPAT4 GRHL1 KDM5B LOXL3 MDN1 MICOS10 MIER3 NRP2 NUP210L OTX2 PCBP4 PHAF1 PLSCR3 PMEPA1 PTGFRN PTPN2 RABGEF1 RBFA RIMS3 SEMA7A SENP3 SLC45A4 SLC6A6 SLC9A1 SNPH SNX8 SYBU TBC1D16 TSLP TTYH3 ZBTB2 ZNF268 ZNF37A ZNF442 ZNF652 MIR6801_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6801_5P ADAM21 AGAP11 AGAP4 AGAP5 AGAP6 AGAP9 AKR1B1 ANKRD27 AP3D1 AP4B1 ARHGEF17 ARL3 ATP6V1A AZI2 BCL11B BTBD10 CCDC39 CDK8 CHD1 CNOT2 COBL COMT CPPED1 CRIM1 CTNND2 DCTN2 DOCK3 EEPD1 ENPEP ERRFI1 F8 FGFR1 FKTN FSCN1 GASK1B GPCPD1 GPR3 GPX8 GTPBP10 IFIT2 INVS IP6K3 KDM5C KIRREL1 LAMA3 LDLRAP1 LRP4 LRRC38 LTA MAB21L1 MAN1A2 MAP3K2 NDRG2 NFKB1 NGFR NIF3L1 NLGN4Y NOP9 NR3C1 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHAC1 PCDHAC2 PCYT1B PIGG PKDREJ PLEKHG1 POLH PTEN RAB5C RANBP6 RHOF RNF170 RPA1 RTL5 SELENON SEMA4A SENP1 SFSWAP SLC25A5 SLC7A6 SMOC2 SOX8 STON1 TAX1BP1 TECRL TERF2IP TFB1M THSD7B TNFSF10 TRAK2 TRPC5OS TUBE1 VGLL2 VGLL4 VPS54 YIPF4 YWHAE ZBTB14 ZNF280A ZNF485 MIR6802_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6802_3P AASS AGO4 ATRX BZW1 CCDC22 CRAMP1 DCDC2C EIF4G3 EIPR1 ETF1 FKBP1A GPBP1 GUCY1B1 HIF1AN HRCT1 HSPA9 IFI27 IRF1 KNSTRN MAN1C1 MOGS PLAAT1 PLEKHG1 POLR3G PROP1 PTPN11 RNF168 SAR1B SIM2 SLC18A1 SLC26A5 SNCAIP SNX8 SPNS2 STX17 SYN2 TMEM44 TUB UBQLN1 VPS53 ZBTB7B ZNF18 MIR6802_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6802_5P ASB3 ATXN7 BBOF1 CCM2L CDC14B DOCK8-AS1 DTNB EIF1AY ELOVL1 EPHB1 FAM169BP FAM76B MRPS33 NBR1 NFASC NOTCH2NLA OAS1 OCA2 RAB2B RBP3 SLC35B4 SPEF2 STRN TOM1L1 TREML1 TTN TUSC3 UBAP2 MIR6803_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6803_5P ACTB ADAR ALKBH1 AMPH ANKRD60 ASB4 C17orf107 CBX6 CCDC186 CFLAR CITED2 CLIP3 COL1A1 CPN2 CRTC1 CTBS DAGLA DNAJB5 ELK4 FOXP4 GNA14 GSTM4 HCN2 IGDCC3 IGF2 KIF4B KRTAP17-1 LARP4 LDHA LHX6 LIMK1 MAGI3 MEIS2 MRPL3 NALF2 NFIC PPP6R2 PRKCA PRKCG RAB3A RACGAP1 SCRT2 SLC45A3 SPRR1B SSC5D STX1B TBC1D30 ZBTB7A ZDHHC15 ZFAND1 ZNF32 ZNF474 ZNF701 ZSWIM4 MIR6804_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6804_3P ACBD3 ADCY5 ADNP2 APBA1 ATL1 ATXN1L BCORL1 BRINP1 C12orf4 C9orf72 CACNA2D2 CAMK4 CCDC121 CCDC3 CCP110 CHL1 CHST5 CHST6 CIPC CNKSR2 CNTN1 CRLS1 DAAM1 DNAH17 DNMT3A DRD1 EDEM1 EDEM3 ELFN2 EPHA8 ERO1B ETS1 FNDC3B GPR173 GRIK4 IGSF3 IPO8 KBTBD2 KCNK10 KLHL18 LBP LDHAL6A LRFN4 MAP4K4 MAPK14 MARS2 MATR3 MBD2 MICAL2 MKRN1 MKRN2 MOB1B MXI1 NAALADL2 NBEA NCOA1 NNAT NR6A1 NTNG1 PCSK5 PDE8A PHACTR3 PHOX2B PLPPR4 PLS3 PPP2R2C PPP3CC PPP4R1 PRKCE PSMF1 PTPN12 PTPN4 PUS7 REV3L RNF128 RRAS2 SAMD12 SDE2 SEPTIN3 SEPTIN9 SLC25A26 SLC25A36 SLC36A1 SNAI2 SNTB2 SOCS2 SORCS1 SOX12 SPAG11B TENM2 TSHZ3 TXLNA WAPL YWHAG YWHAZ ZNF704 MIR6804_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6804_5P ACTR1A ADGRA1 AGAP1 AGXT2 AKT3 AP4B1 ARHGAP33 ARL3 BLOC1S6 BTN3A1 CACNB1 CEACAM1 CELF3 CENPN COPS6 CXXC5 DGKA DISC1 DLK1 E2F4 ESYT3 ETV6 EXOG EYA2 FAM222B FCER2 GP6 HPN HSPA12A HSPA4 IQSEC2 IRF6 JMJD8 KCNA6 KRT14 MASP1 MEOX1 MON1B MORC4 MYD88 NCR3LG1 NEMP1 NFAM1 NTRK1 PDGFRB PPP1R11 PPP1R12B PPP4R3B PRR3 PRR9 RAB41 RNF126 SEMA6D SH2D4B SLC29A4 SLC39A2 SMIM2 SMIM7 SRRM4 TAL1 TBC1D16 TBL1X TCHHL1 TENT4B THEG TM2D3 TMEM121B TP53INP2 TUBB4A TVP23C UBE4A UNC5B USB1 XCL2 ZNF641 MIR6805_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6805_5P ASL ATP2B2 BAIAP2L2 BAZ2A BTN3A1 CHD5 CHN1 DMBX1 ERF ESYT3 GAD2 GANAB GREM2 KCNB1 KMT2D LRRC75A MEGF11 MFSD9 MXI1 NFATC1 NFE4 NR1D1 PBX2 PPP1R16B PRRC2A RHOC RNF141 SCNN1A SHANK1 SLC25A21 SMIM24 SOX12 SRR SSBP3 SYNGAP1 TBC1D13 TIMM10B TP53INP2 TSPAN1 ZNF687 MIR6806_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6806_3P ADRA1A AMOT ATAD1 ATOSA BEND4 BLVRB BMI1 C3orf70 C4orf17 CA13 CACNA1E CAMKK2 CD99 CDH11 CERS6 CFAP210 CHMP3 CLMN CLRN1 CNOT2 COMMD3-BMI1 COX15 CPM CPSF6 CREB5 CRYZ CUL3 CYP21A2 DDI2 DNM1L DUOXA1 DYNLT5 EBF3 ELOVL6 ELP3 EPAS1 ESR2 FBXL20 G6PC2 GABRA4 GC GPM6B GRM6 GUCY1B1 GZF1 HCFC2 HMG20A HMGXB3 HNRNPR HS3ST2 IGF2BP3 KCNC2 KRTAP9-3 KRTAP9-9 MAGEA10 MAP7D2 MBNL2 MDH2 MED14 MKI67 MLEC MTMR2 MZF1 NANOS1 NCMAP NEK7 NRP1 OXR1 PAX5 PDE1C PHIP PHTF2 PIGN POLG PPARGC1A PPP1R3A PRDM6 PRKD3 PTPRO RAB6A RBM19 RERE RGS7BP RNF103-CHMP3 RNF114 RNF144A SATB1 SHISAL1 SIT1 SLC8A3 SPOCK2 SPRR2F SPTLC1 SRGAP1 SSX2IP SULT1C2 SULT1C3 TEF TESMIN TRMT10B TXNDC8 UBFD1 VSIG10 WBP2 WDFY2 WDR20 ZDHHC17 ZNF282 MIR6806_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6806_5P ABCG2 ADAM10 AKR1D1 ANKFY1 ANXA10 ATL2 ATP2B1 B3GNT6 BIVM CADPS CDC14A CEP85L CHN1 CMC2 CPEB1 CSMD3 DCN DEPDC4 DYNAP EIF2S2 ENPEP FNIP2 GLIPR1 GLS GOLPH3 GSPT1 GSPT2 HERC5 HTR2C ILRUN KRT85 KRTAP3-1 LIFR LRRCC1 MIER1 MTFR2 NEK3 NIPSNAP2 NLRP1 NTNG2 NUMB PCMTD1 PCNX1 PHACTR2 PLAG1 PRDM5 PUS10 RALA RET RORA RPGRIP1L SEC11A SMAD1 SNX18 SRSF10 TAOK1 TIMM17A TIMM23B TMEM33 TMPRSS12 TRIM29 TSC22D2 TTBK1 TTC17 UGCG ZBTB25 ZFP3 ZMAT3 MIR6807_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6807_3P AAK1 ACER3 ACVR2B ADGRB3 ADGRG6 ALDH16A1 ANLN ANO3 APPBP2 ASXL3 ATF1 ATG7 ATP11C ATP1B1 ATP8A1 ATP9A BCL11A BDKRB2 C18orf63 C5orf24 CA8 CCNYL1 CDYL2 CHN2 CHST11 CILK1 COX18 CREB5 CTNNB1 DACH1 DACH2 DACT1 DDX53 DNA2 DOCK3 ELOC ERCC6 EZH2 FAM169A FAM98A FBN2 FGFR2 FNDC3B FOXL2NB FRMD5 G6PC1 GBE1 GKAP1 GPM6A GRIK2 GXYLT1 HIPK3 HIVEP3 HNF1B HS3ST3A1 HSPA9 ITPA KATNA1 KCNH5 KCNJ6 KCTD20 KCTD9 KIAA0408 KLF12 KLHL29 KRAS LINC03042 LMO7 LPAR1 MAMDC2 MAST4 MBD2 MGAT4A MIER3 MPHOSPH9 MRE11 MTERF3 MYEF2 NAB1 NFAT5 NSUN3 NUP214 PANK1 PCNA PDE12 PICALM POGLUT2 POLD3 PPM1A PPM1D PPM1F PPP4R2 PRKAR2B PROX1 PSIP1 PTPN21 RAB4A RAP2C RAPGEF6 REST RHOT1 RIMS2 RPL13 RTF1 RUNX2 SCAMP1 SCN9A SEC23IP SEMA3A SH3PXD2A SLC15A2 SLC25A27 SLC38A2 SLC66A3 SOS1 SPOPL ST8SIA6 STT3A TACC2 TDO2 TEX101 TLK1 TMEM65 TMTC4 TOGARAM1 TTC28 TUBB6 TXNDC16 UBL3 URB2 USP15 USP27X VSNL1 WAPL WNT3 YOD1 YTHDC1 ZBTB24 ZCCHC2 ZNF257 ZNF680 ZNF92 MIR6807_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6807_5P ACRV1 ADGRF5 AFF3 AKT1S1 ANKS1A APOL6 C16orf54 CCDC83 CCNK CDY1 CDY1B CYP20A1 CYP7B1 DCP1A DIO2 DNM3 DOP1A EEF1E1 ERI1 FAM131A FBRS FGD4 FSD2 GOLGA7 GREM2 HSD11B2 HSPA9 HSPH1 IPMK KBTBD2 KPNA4 LINGO2 MARCHF7 MMP12 MORF4L1 MTMR4 NDRG1 NLRP2B NUFIP2 OTUD7B PAPOLG PCBP1 PCBP2 PCGF5 PPM1E PRLR PRR11 RBM25 RGS21 SMC4 TMEM167A TSHZ2 UNC45B WDR55 ZC3HAV1 ZCCHC9 ZEB1 ZG16 ZNF566 MIR6808_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6808_3P ATAD2B BACE1 CAPRIN1 CCDC40 CCZ1 CCZ1B CLASP2 CNKSR2 COG3 CRTAM DDX3X DENND1B DRC3 FBRSL1 FPR3 KCNA4 KPNA3 MACROD2 MAGI3 MAPRE2 MIA3 NSD3 OAS1 PAK1 PDCD2 PDS5B PDZD7 PFN2 RAP1B RPRD1A RWDD2A SARNP STK40 STON2 TM4SF18 TMPPE TMPRSS13 TOR1B TRIM58 XPO4 ZNF611 MIR6808_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6808_5P ABCC5 ADAMTSL4 AMFR ANK1 ANKRD63 ANKS1B AP1M2 ARF3 ARHGAP1 ASPHD2 ASXL1 ATP1B2 ATXN1 BACH2 BAIAP2 C2orf68 C9orf152 CACNA1B CADM2 CAMSAP2 CASTOR2 CBFA2T2 CBX5 CCDC136 CCDC80 CD300LG CDK16 CFL2 CKMT2 CNOT2 COL5A3 COPS7B CSF1 CTNNA3 DCAF10 DEPTOR DIP2B EFNA1 EI24 ESRRG ETF1 ETV6 FAM104B FAM120C FAM227A FBXL20 FHIT FSTL4 GABBR2 GARRE1 GLG1 GPR153 GRIP2 GUF1 GYPE HAPLN1 HDGFL2 HEATR1 HLF HMGN3 HS3ST3B1 ICMT IQCJ-SCHIP1 IRGQ JPH4 KCNA1 KCND2 KIAA0930 KIF18B LHPP LIFR LINGO1 MACC1 MAP3K9 MAPK8IP1 MAPKBP1 MAVS MBOAT2 MFSD14B MLEC MOB3B MORN4 MOSPD3 MYO15A NCOA4 NDUFB4 NECTIN1 NF2 NFASC NHSL1 NR4A3 NR6A1 NSD1 NUCKS1 PACS2 PARD3B PCBD2 PCCB PDE3A PDE7A PDXK PDZRN3 PEA15 PFKFB3 PGAM1 PIK3AP1 PITPNM2 POU4F1 PPFIA2 PPM1M PRKN PTPN12 RAB35 RAB3C RAB9B RANBP10 RANGAP1 RETREG2 RHOA RIMS4 RNF169 SCAMP2 SCN4A SEMA3F SH2B3 SH3PXD2B SIRPB1 SLC12A5 SLC12A6 SLC24A2 SLC24A3 SLC25A37 SLC25A45 SLC30A7 SLC43A2 SLC4A7 SNPH SOX6 SPOCK2 SSH2 SSR1 ST8SIA2 STARD3 STEAP2 STIM1 STMN2 STX2 SUPT6H SV2B SYS1 TAF9B TBL1Y TEAD3 TENT4A THEM5 THY1 TMCC1 TMEM201 TNR TOM1L2 TRAF6 TRIM33 TRIO TUB USP9X VANGL1 VCL VDR VGLL4 WIPF3 XPO7 YPEL1 YWHAQ ZBTB21 ZBTB47 ZC4H2 ZDHHC9 ZNF592 ZNF608 ZNF609 ZNF672 MIR6809_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6809_3P AAK1 AATK ABCC9 ABLIM1 ACP7 ACSM2B ACVR1C ADAM10 ADAM7 ADAMTS5 ADAMTS6 ADARB2 ADIPOR2 AFDN AGPAT3 AIMP1 ALDH2 ALDOB ALKBH8 AMD1 AMIGO1 ANGPTL3 ANO3 ANPEP ARFGEF3 ARHGAP24 ARHGAP6 ARID5B ARRDC4 ASH1L ATF3 ATG4C ATG5 ATP8A1 AXIN2 B3GALNT2 B3GLCT BAG5 BCL11A BCOR BDP1 BHLHE40 BLOC1S6 BLTP2 BMP2 BNC2 BST1 BTBD1 C14orf132 C22orf46P CACNG2 CADM2 CALHM5 CASC3 CASK CCDC14 CCDC141 CCDC186 CCDC43 CCDC50 CCSER1 CD84 CDCP1 CDK12 CDK6 CDKL2 CDKN2AIP CDON CDR2L CEP85L CERT1 CFLAR CHML CHMP1B CHRM2 CLEC16A CMTM6 CNOT2 CNOT6L CNR1 COL11A2 COPG2 COX10 CPEB4 CPM CREB5 CREG1 CRH CTCFL CTNNA1 CUL3 CUL4B DAZAP1 DCAF5 DCLRE1C DCT DCUN1D5 DCX DDX4 DDX6 DET1 DEUP1 DGKH DIP2C DLG3 DNAJC27 DNMT3A DNTT DOCK10 DPH3 DPY19L2 DPY19L4 DRAM2 DSCAM DTNB EDIL3 EGR3 EHD4 EIF1AY ELAC1 ENC1 ENPEP ENTPD4 EP400 EPAS1 EPHA7 EPHA8 EPS8 ERBB4 ERC1 ERG ESRP1 ESRRG EVC FABP7 FAM110B FAM120A FAM222A FAM53B FAM78A FAM81A FANCL FANCM FAT3 FBXL17 FBXO11 FBXO32 FBXO47 FFAR4 FGD6 FMO5 FOXI1 FOXN2 FOXN3 FRMD7 FYB2 FZD10 FZD3 GAD1 GALNT15 GAREM1 GAS2L3 GCNT1 GIPC2 GML GORAB GPATCH2L GPR158 GPR3 GPRASP3 GPRIN3 GREB1 GREM2 GRHL2 GRIK2 GRIP1 GRP GSK3B GUCY1A2 GXYLT1 HAND1 HAO1 HDGFL3 HEXIM1 HIC2 HIVEP2 HMGB3 HNRNPU HOXB4 HOXC8 HPCAL4 HPSE2 HS6ST3 HTR5A IDE IFI44L IGF2BP2 IKZF1 IKZF2 IL17RD INO80D INPP5A ITGB6 ITPKB JADE2 KALRN KCNQ3 KCNRG KDM7A KIAA1586 KIF2C KIF5B KLF12 KLHL18 KLHL29 KLHL5 KMT2A KMT2C KMT5B KNL1 KPNA6 KRIT1 LARP4 LCORL LCTL LDB2 LINC02907 LOX LPP LRP8 LRRC1 LRRC7 LSAMP LSM3 LTN1 LYRM2 MAF MAGEA12 MAGEA4 MAGI3 MAP6D1 MAP7 MBLAC2 MBNL3 MBOAT2 MCFD2 MCU MDM2 MEF2A MEFV MEGF10 MEIS2 MERTK MESD MEX3A MEX3B MFSD4B MFSD8 MGP MICAL3 MID1 MINDY2 MS4A2 MSI2 MTMR1 MTX3 MYCT1 MYRIP MYT1 NAV2 NCKAP5 NEDD4L NEK9 NFATC2 NFXL1 NHLRC2 NIPBL NIPSNAP3B NLN NLRC3 NOVA1 NPEPPS NTN4 NTRK2 NUDT3 OARD1 ONECUT2 ORAI1 OSBPL3 PACRGL PAK1 PAK2 PALM2AKAP2 PALS2 PAM PAPPA PAPSS2 PAWR PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 PCSK2 PDE4D PDE5A PDGFRA PDLIM5 PDZRN4 PEX5L PFKFB2 PHC3 PHF1 PHLDA1 PHYHIPL PI4K2B PIN4 PIP5K1B PKDREJ PLAGL2 PLXNA4 PMEPA1 POU2F2 PPP1R1C PPP1R42 PPP1R9A PPP2R2A PPP4R3A PPP6R3 PRDM16 PRR27 PRTG PSMB1 PTBP1 PTCD2 PTER PTGER4 PTPRB PTPRS PURA PURB PYGO1 PYURF QRFPR RAB27B RAB3B RAD51B RALYL RAPH1 RASAL2 RB1CC1 RBM20 RBMS1 RBMS3 RCBTB2 RCN2 RDH12 REEP1 RGS5 RHOA RIT1 RNF169 RNF217 RNF6 RPIA RPS10-NUDT3 RPS6KA6 RSBN1 RTF1 SAMD5 SARM1 SCAI SEC11C SELENOI SEMA3C SEMA6D SEPTIN7 SERTAD2 SETBP1 SETD9 SETDB2 SGCD SH3KBP1 SH3PXD2A SHISA6 SIK3 SLA SLAIN2 SLC10A1 SLC1A1 SLC25A17 SLC25A24 SLC35F3 SLC36A4 SLC38A1 SLC39A8 SLC5A12 SLC7A14 SLC8A3 SLC9A6 SLCO1B3 SLFN13 SLK SMAD5 SMC1B SMIM10L1 SNX1 SNX14 SNX18 SNX27 SOBP SOCS7 SP3 SPARC SPATA13 SPTSSA SPTSSB SRR ST6GALNAC5 STAP1 STON2 STOX2 STRBP STUM STX16 STXBP3 STXBP6 SYNPO2 TAB3 TACC1 TAF1B TBC1D23 TBCEL TBL1X TBL1XR1 TCERG1 TDG TDP2 TENM1 TET1 TET3 TFDP2 THBS1 THRAP3 TLE1 TMEM14C TMEM170B TMEM178B TMEM199 TMEM254 TMEM35A TMEM87A TMTC1 TNRC6B TOB2 TREML4 TRIM6 TRIM71 TRIM8 TRIO TRPC5 TSC22D2 TTC14 TWIST1 UBE2QL1 UNC5D USP12 USP37 USP47 UTRN VANGL1 VDAC3 VGLL3 VSTM2A VTCN1 WASHC4 WBP2 WDR33 XIAP XRCC4 YPEL2 YTHDF2 ZBTB1 ZBTB2 ZBTB20 ZC3HAV1 ZCCHC7 ZDHHC3 ZFAND3 ZFP1 ZFP36L1 ZFP90 ZKSCAN1 ZMAT1 ZMYM4 ZMYND8 ZNF106 ZNF107 ZNF117 ZNF124 ZNF136 ZNF138 ZNF175 ZNF189 ZNF195 ZNF208 ZNF257 ZNF268 ZNF28 ZNF302 ZNF326 ZNF385D ZNF426 ZNF439 ZNF440 ZNF460 ZNF468 ZNF479 ZNF493 ZNF514 ZNF543 ZNF559 ZNF559-ZNF177 ZNF567 ZNF578 ZNF594 ZNF655 ZNF676 ZNF682 ZNF701 ZNF704 ZNF705A ZNF705D ZNF705EP ZNF716 ZNF718 ZNF721 ZNF730 ZNF737 ZNF746 ZNF761 ZNF763 ZNF765 ZNF808 ZNF813 ZNF844 ZNF90 ZNF99 MIR6809_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6809_5P ABCC5 ABHD4 ADCK1 ADCY3 AFF4 AHCYL1 ALK ANO3 AP1S1 APTX ARF4 ARHGAP11A ARHGAP24 ARHGEF2 ATF6 ATP1B4 BAZ2B BCO2 C11orf87 CALB2 CCNE2 CDC14A CLDN23 CLDND1 COL19A1 COLCA1 CUEDC1 CXXC1 CYB5R4 CYP19A1 DDX60L DENND6A DIO1 DMD DPYSL3 DYNAP EDN3 EFNB1 FAM234B FAM53B FGF14 FIGN FLOT1 FRAT2 GLB1L GPSM3 HADHB HIP1R HOMER1 HRH4 IGSF3 IL24 INSYN2A ISL1 JAZF1 KDM5B KLF3 KLF4 KLF7 KRTAP24-1 LATS2 LGALS8 LMO3 LPP LRP10 LTBP2 MAP3K9 MAPK10 MBD2 MBTD1 MCMBP MDM4 MFSD14A MIA3 MPP7 MTF1 MYO19 NBN NDST1 NFATC2IP NMD3 NOX4 NPHP3 OLIG3 OPRM1 PAK1 PCDH8 PDZD4 PITHD1 PLAGL2 PRKCE PRPF3 PTK2B QSER1 RBPJ RDX RFX4 RHOBTB1 RIMS3 RNF144B RRP36 RTL9 RXFP2 SATB1 SEMA6D SGMS1 SH3BGRL2 SIGLEC5 SLC30A7 SLC34A1 SLC39A9 SLC8B1 SOGA1 SS18L1 STK24 STX1A SULF1 SYN1 TBC1D22A TBX19 TBXA2R TEP1 THOC2 TIGAR TMEM145 TMEM229A TMEM248 TMEM37 TMPPE TMSB15B TRIM35 TSPAN18 TUBGCP3 UBE2A USP25 WIPF1 YOD1 YWHAH ZNF592 ZXDA MIR6810_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6810_3P ADGRG6 AKT3 ALKBH7 ARRDC5 ASB1 AVL9 BLZF1 BTG1 C19orf44 C2CD4C CDADC1 CHD8 CHST11 CLPP DIP2B DIS3L2 DNMT3B DST EPC2 FAM131B FAM78B FBRS FBXW11 GAB2 GFOD1 GIGYF1 GPAT4 GRHL1 ICOSLG ITGA3 JADE2 KDM5B KLF16 KMT2D LOXL3 MDN1 MICOS10 MIER3 NACC1 NAGPA NRP2 NUP210L OTX2 OXER1 PCBP4 PHAF1 PLSCR3 PMEPA1 PTGFRN PTPN2 PXDC1 RABGEF1 RBFA RIMS3 SEMA7A SENP3 SHROOM4 SLC6A6 SLC9A1 SNPH SNX8 SYBU TBC1D16 TBC1D9B TMEM202 TSLP WSB1 ZBTB2 ZNF268 ZNF37A ZNF442 ZNF652 ZNF74 ZNF823 MIR6810_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6810_5P ADAM23 BCAM BNC2 CAMKK1 CAPN5 CASP10 CELF4 CHUK CLDN2 CLIP3 COMMD9 CREM CSNK1A1 DCHS1 DCX DDN ELAVL3 ELK1 ESRRG FGFR1 FGFR2 FIGNL2 FOXM1 GNAO1 GNG7 HECTD3 HNRNPA2B1 IFNLR1 IP6K2 IQCK ITPR2 KCTD15 KRTAP13-1 KSR2 LYPLA2 MORC2 MRAP2 NETO1 NHLRC4 NLRC3 PDE8B PHKA2 PIP5K1C PLEKHS1 PPP1R9B RIBC1 RPEL1 RTL4 SEMA5A SHISAL1 SIDT1 SLC1A5 SLC38A2 SLC6A9 SMARCC2 SOX13 TAB3 TAF10 TDGF1 TPSD1 TRAK1 TRAM1 TRARG1 TRMT13 TTLL5 VAT1 ZFTA ZHX3 ZNF207 ZNF219 ZNF337 ZNF41 MIR6811_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6811_3P ALG12 ANAPC16 APBA1 ARHGEF10 BMPR1A BZW1 CASQ2 CCDC91 CD28 CHGA CIITA CLN8 CXCL14 DCC DLGAP4 DTNA DYNC1LI2 EIF4E3 FASLG GP2 HMGN3 HNRNPF HOGA1 HTR5A INHBA INSM1 KANSL1L KANSL2 MDGA2 MECP2 MYO6 NCKIPSD NELL2 NSUN5 NUDT5 ONECUT2 PBX1 POLH PPTC7 PTBP1 RIBC1 RNLS ROCK1 SARM1 SCARA3 SEMA4C SEPHS1 SMOC1 ST8SIA2 SUFU SYT1 TFDP1 TMEM135 TNFAIP1 TPO UBE2K ZNF544 MIR6811_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6811_5P ABLIM2 ACER3 AGFG1 ANKRD29 BCCIP BNC2 CACNA1E CCDC149 CCND2 CMTM4 CYP4A22 DEPDC1B DICER1 DLST ENC1 ERLIN1 EXO1 EXOC6B FBXO17 FBXW7 FCER1G FLVCR2 HECTD1 HECW2 IFNG ITGAL ITGB7 KCNA2 KIF3B KLF3 KRT20 KRT76 LRATD1 LRP12 MAF MAP6 MAPK8IP2 MED13 MKNK1 MMP16 MTREX PDCD6IP POM121 PRRT2 PSME4 RAB33A RBPJ RCOR1 RNF39 SCNM1 SFMBT1 SLC25A20 SNX18 SOAT2 SORBS2 SOST TCL1A TDRP TET1 TMEM98 TNRC6B TOGARAM1 TRIM73 TRIM74 TWIST1 UNC5C VAMP3 VIP ZNF117 ZNF254 ZNF273 ZNF280B ZNF384 MIR6812_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6812_5P AAK1 ACSM2A AGK AK7 ARL17A ARRB1 B3GALT5 CC2D1A CCT8L2 CFL1 CHD6 CLIP3 COL11A2 CPNE3 CPNE5 CRACD CSAG3 DLK1 DLL3 DNAJB4 DNAJC8 FABP2 FBXO46 FCER2 GFAP GREM1 GRIN2A GRM6 GTDC1 GUCD1 HTR3C HTR3D IFFO2 IQGAP3 ITPKC ITPRIPL2 KCNC4 KSR2 LCE2C LINC03042 MAP1A MAP3K13 MDM4 MEF2D MINAR1 MUC17 P2RX2 PATZ1 PIGL POLR3C PPP1R9B RAD51B RCC2 RNASEH2C RNF2 RS1 SETD9 SH3PXD2A SLC13A5 SLC25A23 SLC48A1 SRGN TMCC3 TRIQK UBE2W WWTR1 ZFHX2 ZNF345 ZNF579 ZNF774 MIR6813_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6813_3P AFTPH AP3S1 ARL10 AZIN1 BMP2 CHCHD2 CLU COLQ CTAGE1 DACT1 DDB2 DDX3X FBN1 FMR1 FRY GBE1 HOXB8 HSPH1 JDP2 KDM5C KRT78 LRRC10 MDM4 NSD2 PDE3B PHF20L1 PPP6R3 PRDM10 PTGER4 TTC39A VTI1B XKR4 ZNF225 ZNF709 MIR6813_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6813_5P APP ATCAY BAP1 BET1 C1QTNF1 CPEB2 DCAF8 DCX ELMO1 ENC1 ERCC1 FAM222B FTO GNA12 HCCS HEATR5B HSD17B12 KCNN2 KLK4 MAPKBP1 MUC1 NDUFA6 NPAS2 PDAP1 PGRMC2 PLXNA1 RPL22L1 SMG6 SNX12 SOX10 SYNPO TFB1M TOX4 TRH VAV2 ZDHHC9 ZFAND2B ZFHX4 ZNF664 ZNF74 MIR6814_3P_MIR6872_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6814_3P_MIR6872_5P IL31RA KAT6B MYBPC1 NLRP1 RANBP6 TSN ZNF143 MIR6814_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6814_5P ACRBP ADCY1 ADIPOR2 AFMID AHSA1 AIDA ALDH1A3 ALG14 ALK AMPH ANKDD1A ARHGAP5 ASPH ATAT1 ATP1B1 ATP8B1 BCL2L2 BCL9 BEND4 BZW2 CA12 CAPN2 CCM2L CCNJ CERT1 CMTM5 COL25A1 CRISPLD1 CXXC4 DDN DDX42 DEPDC1 DNAJB2 ELK1 EPX ETV1 FAM161A FAM163A FBXW10B FBXW11 GBP6 GCNA GRAP2 HELZ2 HEYL INSYN1 KIF5B LCE1F LGSN LPP MACO1 MAT2A MBD6 MED9 MFAP1 MICAL2 MMAB MRPL35 MTCH2 MYO1D NAV1 NCOR2 NEK9 NHERF2 NOS1 NR1H2 PAPPA PCGF5 PDIA6 PEX5 PGM5 PKMYT1 PTPN14 PYGM R3HCC1L RABIF RBBP4 RBMX RBMXL1 RC3H1 RIMKLA RTN1 SDF2 SEC24D SEPTIN2 SH3TC2 SHISA9 SLC25A35 SLC39A8 SLC9A5 SPATA6 SPEF1 SRF SRSF3 SSR3 STN1 STXBP6 TBL2 THAP3 TIMM10B TMCC1 TMEM65 TTC24 USP1 USP39 VAPB VPS26B ZBTB5 ZFP91 ZFYVE27 ZNF367 ZNF41 MIR6815_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6815_3P ACSBG2 ADIPOR2 AMMECR1 ANAPC10 ANK3 AQP9 ARHGAP6 ARHGEF3 ARHGEF4 ARHGEF6 ASCC3 ATP8A1 ATXN10 BCL11A BCL11B BCL6B BMAL2 BMF C17orf80 C2orf88 CACNB4 CADM3 CASP8 CC2D1A CCDC82 CCDC93 CCSAP CD44 CDK19 CFAP47 CLVS2 COA5 CORO2B CPLX1 CREG1 CXCL12 CYB5A CYTH1 CYYR1 DCP1A DCUN1D3 DENND5B DENND6A DLG2 DMRT1 DPPA3 DZIP1 EFNA5 EFNB2 EIF3A ELK1 ENO1 ENTPD7 EPB41 EPS8 ERBB3 FAM174A FASTKD1 FBXO42 FOXJ2 FUT10 FYCO1 GFRA1 GLIPR1 GNAI3 GNG7 GPR26 GPR3 GRIK3 HDDC2 HIF1A HIPK3 HMG20A HNRNPU HPS3 HTR4 IGF2R KCNC2 KCNE4 KEAP1 KIAA0232 KIAA1143 KIAA1671 LAMP2 LATS1 LCMT1 LINC03042 LMNA LRP11 LRRC39 LZTS1 MAP3K11 MAPKBP1 MAT2A MEF2C MIER3 MOSMO MTMR1 MTURN NAV2 NBN NCOA1 NCS1 NEO1 NFATC1 NFYB NLGN3 ORC2 P4HA3 PCDH10 PCYT1A PEA15 PEAK1 PEDS1 PELI1 PGM2 PHLDB2 PHTF2 PID1 PIP4K2C PITPNM2 PLXNA2 POLR1E PPFIA1 PPP1R12C PRUNE2 PTX3 RAB31 RAB3GAP2 RALGAPB RAPGEF6 RBPJ RBPMS RHO RHOA RIMS2 RLIM RNF169 RNF17 RYBP SAR1A SCN3B SCN8A SELENOH SH2D3C SHKBP1 SHOC2 SIX6 SLA SLC25A32 SLC44A1 SLC44A5 SLC5A7 SLK SMARCA2 SMARCAD1 SNPH SNTA1 SOCS3 SPCS2 SRSF3 ST8SIA2 ST8SIA3 STK35 STRBP STXBP5L SUCLG1 SUFU SUPT3H SYT3 TAB1 TFDP2 TIAM1 TMEM138 TMEM182 TMEM239 TMTC1 TNIP1 TOR3A TRMT44 TTC21A UBA2 UGT8 USP13 USP15 USP42 USP46 XIRP1 ZBTB20 ZDHHC6 ZDHHC7 ZFAND4 ZFYVE28 ZMYND11 ZNF135 ZNF248 ZNF322 ZNF426 ZNF544 ZNF559-ZNF177 ZNF589 ZNF74 ZSCAN2 ZSCAN22 MIR6815_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6815_5P ABR AK9 ARFGEF2 ATP10B ATP9A ATXN7 BBOF1 CA7 CAMTA1 CCDC25 CHD5 CPEB2 DCUN1D4 DCX DLG1 DNAJB6 DUOXA1 EPHB1 FADS1 FAM76B FLT3 GALNT4 GCH1 GLO1 GOLM1 IDH1 IFT57 ISY1-RAB43 MED12L MYO9A NIP7 PALLD PIANP PLEKHM3 POC1B-GALNT4 PRKCI PSMB5 PTGFRN RAB10 RAB43 RNF125 SNCAIP SPECC1 STXBP3 TBP TMEM52B TOR1B UBL4A UNC13D VGLL3 VSIG10L XKR9 ZC2HC1B ZNF124 ZNF214 ZNF367 ZSWIM5 MIR6816_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6816_3P ACAD11 ADAT2 ADRA1A ANKRA2 AREL1 ARMCX4 ATAD5 ATG14 BPIFC CTNNB1 DNAJC9 EP400 EPHA7 HMBOX1 HTR2C MPZ NKIRAS1 NPAT PAGE4 PAXBP1 PECAM1 PGR PRDM10 PSIP1 RBM25 RRM2 SESN2 SLCO4C1 SPRY4 SYK TRA2B UBR3 ZC3H7B ZFP69 MIR6816_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6816_5P AAK1 ANKS1B ATP1A3 CYP4F22 DLGAP3 DPF1 FGD5 GRB10 KLK9 NFIX PAX2 PRR36 SCRT1 SLC29A3 SOBP SPATA33 TRIM48 VSTM2L ZNF385A MIR6817_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6817_3P ADGRL3 AGPAT1 AHCYL1 AHDC1 ALG10B AMMECR1 AP2A1 ARID3A ATAT1 BARX2 BBX BCL11A BHLHE22 BNC2 BRINP2 BTN2A2 BTN3A2 C1orf21 C22orf46P CACNG8 CALHM5 CASKIN2 CCDC7 CD300E CD3G CDH19 CELSR3 CHMP7 CLIC5 CLIP4 CNOT9 CNTD1 CTTNBP2NL DCUN1D5 DELE1 DIRAS1 DISC1 DLX6 DPF3 DTNA DUSP6 DVL3 EDN3 EFNA3 ELAVL3 ELAVL4 EMX2 ENDOV EPB41L3 EPB41L5 ERCC6 ESR1 F7 FADS1 FAM131B FAM171B FAT3 FBXL16 FBXO40 FEZ2 FGG FGL2 FRMD3 FRMD6 FRMPD4 GFRA2 GPATCH11 GPBP1L1 GPC6 GPR176 GPR179 GRAMD1B GRID1 GTDC1 HRH4 ID4 IKZF1 IL5RA IL6R INHBB INO80D ITGA3 KCNJ3 KCNS1 KCTD21 KDM2A KHDC4 KHNYN KIAA1549L KLHL14 KMT5B KRBOX4 KRT28 LENG8 LGI2 LPP LRRC10B LSAMP MAGI2 MAGI3 MAP1B MAP2K4 MARCHF6 MBNL3 MC2R MCUR1 MEF2C MFSD8 MLH3 MRPL19 MYORG NEK2 NEURL1B NFAT5 NFATC2 NHERF2 NIPA1 NOX5 NRN1 NUDCD3 OAS1 PAPPA PARD3B PDE7B PEX5 PHF21A PIK3R5 PITPNM3 PLA2G7 PLCL1 PLCXD3 PLEKHA6 PLXNA1 POFUT1 POU2F2 PPP2R5B PPP6R1 PRDM11 PRDM16 PRDM2 PRICKLE2 PSD3 PTPDC1 PURA RAB29 RAB8A RANBP3L RAPH1 RASSF4 RBM20 RCHY1 REP15 RERGL RFPL4B RNF213 RORA RPS6KA6 RREB1 RTN4RL1 RUNX2 SAPCD2 SBNO1 SCN2B SEL1L SESN3 SGMS1 SH3PXD2A SH3TC2 SLC24A2 SLC5A3 SLC6A17 SLC6A2 SLCO2A1 SMTNL2 SNX27 SNX7 SPRY3 SRP9 STAT5A STUM SUCNR1 SVEP1 TAF11 TBX5 TFAP2E THSD7B TIAM1 TLE5 TMCO1 TMEFF2 TMEM132B TMEM135 TMEM178B TMEM200B TMEM237 TMEM268 TMPRSS13 TNFRSF13B TNIP3 TNS1 TRABD TRDMT1 TRMT12 TVP23C TYRO3 UBAP1 UGCG USF2 VANGL1 WBP1L WSCD2 XRCC4 ZBTB7A ZDHHC9 ZMYM2 ZNF208 ZNF257 ZNF415 ZNF514 ZNF562 ZNF592 ZNF655 ZNF708 ZSCAN12 MIR6817_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6817_5P ACVR2B ADAM9 ADGRL3 AKTIP ANO5 ATF1 ATRX B3GNT3 BCL6 BCL6B BNC2 BPTF C11orf21 C2orf72 CAPZA1 CCDC141 CCDC6 CDC26 CGREF1 CIPC CLIC4 CNNM1 COMMD8 CPNE4 CSNK1G1 CSTF3 DAB1 DGCR2 DMD DTNA DUSP12 EML4 ERBIN ESYT3 FAM131A FAM240A FXR1 GABRA1 GGACT GLRB GRID2 GRM5 GUCY1A2 HACE1 HDAC2 HMG20A HOOK3 HSF2 IP6K3 ITLN1 KALRN KCNIP3 KHNYN KIAA0408 LPIN1 MAP3K13 MAPK8 MARCHF5 MBD5 MCTS1 NET1 NFAT5 NFKBIE NIPBL PAK2 PCBD1 PGK1 PILRB PLAAT1 POU4F2 PPARA PPM1H PRIM1 PTAR1 PTEN RAB6A RADIL RASSF3 RBM15 RBMY1F RCN1 RHBDF2 SASS6 SEC22C SEMA6A SHOC2 SIGLEC6 SMIM14 SOGA3 SUB1 SVOP SYT9 TM9SF2 TMEM106B TMEM254 TMSB15B TRAPPC6B TSC1 VAPA WAPL WDR3 WIPI2 YTHDF1 YY1 ZNF135 ZNF23 ZNF254 ZNF423 ZNF608 ZNF843 MIR6818_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6818_3P A1CF ABO ADAM10 ADGRF1 ADGRG6 ADM5 AIG1 AMMECR1 ARHGEF38 ARID4B ARSA ASH1L BAMBI BCORL1 BDNF BHLHE22 BRINP2 CAMKK2 CASZ1 CATSPERE CCL28 CD164 CD3G CD44 CGNL1 CLDN8 CREM CTBP2 DMRT3 DNAJC13 DOCK5 DOK6 DPP3 DUSP14 DUSP4 EFHC1 EIF2S1 ERBB4 EYA1 FAM91A1 FCGR1A FCGR1BP FOXD4L5 FOXN2 FZD7 GABRA4 GADD45B GATA2 GATA5 GLT6D1 GPM6A HRH3 KCNC1 KDM8 KLHL23 L3MBTL3 LARP7 LRRC10 MAP7D3 MCC MED14 MGAT5B NBPF1 NBPF11 NBPF12 NBPF14 NBPF15 NBPF20 NBPF8 NBPF9 NFIB NHLH2 NOTUM NPDC1 NTM NYAP2 OLIG3 OPRM1 OSTC OTX2 PALM2AKAP2 PCDH7 PCSK5 PDGFA PKIA PLEKHA5 PNISR PNPLA5 PPP4R3B PRDM16 PRKCB PRKCH PTPRR PTPRT RAP2C RBMS2 RFPL4B RIMS1 RLN2 RNF212 RPS23 RTN1 SAMD13 SHISA7 SLC16A7 SLC30A8 SLC35D3 SLC35F5 SORCS2 SPDYE5 SPDYE6 THSD7A TIMM17A TMEM11 TMEM231 TRIB2 TTC30B TTC39B WDR37 ZBTB10 ZFHX4 ZMYND19 ZNF329 ZNF398 ZNF609 ZNF716 ZNF737 MIR6818_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6818_5P ABHD17C ABO ADGRA1 ADORA3 AKIRIN1 ANTXR1 ARL13B ATF2 ATRN BACH2 BDH2 BPNT2 C12orf4 C20orf173 CALM1 CCDC14 CCDC175 CCR3 CHM CISD2 CLEC4C COLEC10 CREBRF CRK DCAF10 DHRS7 DSCAM EDNRB EHMT2 ENPP2 EPHA5 FBXL7 FHL5 FLRT2 FMNL3 FOXP3 FZD6 GK GLUL GRID2 HSD3B2 HTR2C IGF2 ITPRID2 KIF20A KIF23 KLF6 KMT5B KRTAP9-9 LAP3 LAX1 LHX1 LRRC8C LSAMP MACROH2A2 MAPK6 MEX3B MGST1 MINDY2 MLKL NAA30 NCAN NRIP1 NRXN1 NUBPL NUFIP2 PABPC4L PDGFB PERP PGM5 PIN4 PKN2 PPAT PRAMEF11 PRAMEF15 PRAMEF25 PRAMEF4 PRAMEF5 PRAMEF6 RAB14 RASAL2 RBPMS RLN1 RLN2 RRAGB SEMA3D SEPTIN3 SFTPB SGK1 SH3RF1 SLC12A2 SLC25A3 SLC26A7 SLC2A12 SLC36A2 SLC40A1 SNRNP27 STAR STK36 SYT9 TCEAL1 TFEC TMBIM1 TMEFF2 TMEM120A TNFSF14 TNRC6B TSHZ1 TTI1 TXK TYW3 UBE2J1 UFL1 VXN WDR33 YAE1 ZBTB20 ZBTB4 ZEB2 ZFAND3 ZFX ZNF416 ZNF436 MIR6819_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6819_3P ADGRG2 ARHGAP32 ATP6V1F C2orf49 CAPZA1 CDKN2B CNTF DNM3 FAM104A FBXW7 FEZF2 GLUD1 KBTBD2 KLF6 LHX2 LMNA LRBA LRIG1 LRPAP1 LYN MRC2 NAV1 NCR3LG1 NEDD9 NPEPPS NPY2R RABGEF1 RALGPS1 RCAN1 SRSF10 SYNJ1 UBE4A UBN2 YWHAE MIR6819_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6819_5P AAK1 ACSM2A AGAP1 AGK AK7 ARL17A ARRB1 ASAH2B B3GALT5 CC2D1A CCT8L2 CFL1 CHD6 CLIP3 COL11A2 CPNE3 CPNE5 CRACD CSAG1 CSAG3 DHX8 DLK1 DLL3 DNAJB4 DNAJC8 EGFR FABP2 FBXO46 FCER2 FCRLA GFAP GPR82 GREM1 GRIN2A GRM6 GTDC1 GUCD1 HECW1 HTR3C HTR3D IFFO2 IQGAP3 ITPKC ITPRIPL2 KCNC4 KSR2 LCE2C LINC03042 MAP1A MCCD1 MDM4 MEF2D MINAR1 MROH6 MUC17 NRXN2 NUDT4 PAFAH1B2 PATZ1 PIGL POLR3C PPP1R9B PPP6C PRAF2 RAD51B RCC2 RNASEH2C RNF2 RS1 SETD9 SH3PXD2A SLC13A5 SLC25A23 SLC48A1 SPRED3 SRGN TMCC3 TMEM222 TRIQK UBE2W WWTR1 ZDHHC3 ZFHX2 ZNF345 ZNF579 ZNF774 MIR6820_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6820_3P ABCB5 ABTB3 ACSL4 AGL ANGPTL3 ASH1L ATP1B1 ATP8A1 BCL9L BLTP1 C1orf116 C4orf33 CACNG3 CISD1 CLPSL2 COL5A2 COX15 CPEB1 CPSF6 CTNNA1 CYP2R1 DGKE DGKH DST EGR3 ENOSF1 EPN3 FAM120C GRIK2 HDAC5 HNRNPLL HS6ST2 HSD17B13 HSFX3 IAH1 IL1RAP INA INPP5A ITGB1 ITGB8 KDM6A KIF3A KLHL14 KRAS LINC02874 MAP4K3 MARCHF1 MEIS2 MFAP3L MID1 MPDZ MTCL1 MTRR MYO5B NPHS2 NUDT13 NYNRIN OPALIN OSBP OVOL1 PADI4 PARP12 PARPBP PDE12 PEX11A POLDIP2 PRKAA1 PUM2 RAB21 RABEP1 RBMX RDH10 REP15 RNF103 RUNX1T1 SCN1A SEPSECS SH3TC2 SLC2A4 SLC49A4 SLFN5 SMIM9 SOS1 SRD5A2 SRRM4 ST6GAL2 STXBP1 TESMIN TICAM2 TMED7-TICAM2 TMEM248 TMEM50B TXNDC16 USP12 XKR6 ZC3H12B ZKSCAN1 ZNF25 ZNF268 ZNF503 ZNF559 ZNF648 ZNF879 MIR6820_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6820_5P ADARB1 ASCC3 CD34 CNTN2 ERLIN2 KLK8 PKD1 TCF7L2 TMEM145 TRIP10 WTAP MIR6821_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6821_3P APLN ATP6V0E1 ATP8A2 ATP8B3 C9orf153 CAPS2 CHODL CLCA2 CLIP4 DNAJC21 ECHDC1 EEA1 ELOVL1 ERRFI1 ESR1 EXTL1 FKBP15 GATAD2B GCC1 GGA3 GLYAT GRM7 GSTA2 HECW2 IFI44L ITGB1BP1 LARS1 LYRM1 MAP3K7 MEST MIEF1 MRFAP1 MTDH NUP188 PSRC1 PTPRB PTS RAB2B RB1CC1 RPAIN RSBN1 RTF2 SHANK2 SHISA7 SQSTM1 SRP9 SYNCRIP TMEM169 WDR47 ZNF337 MIR6822_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6822_3P ADAM12 ADCY1 AKAP12 ANKRD29 BCL2L2 BIRC6 CACNA1D CASP2 CDK17 CLASP1 CNTNAP2 DERL2 DIXDC1 E2F4 FBXW4 FRA10AC1 G6PC2 GDAP1 GOLGA6L10 GPC6 IRAK4 ITPR1 KCNJ3 KCTD7 KDM5B KLK9 LSM12 MAGED1 MAGI1 MAP2 MICAL2 MTUS2 OXSR1 PDS5A PDXK QTRT2 RAD51D SDC2 SERPINB1 SLC31A1 SLC35A2 SLC4A4 SLC5A5 SMC5 SPTSSA SRSF11 TSGA10 TWNK WSB1 ZCWPW2 ZDHHC23 ZNF491 ZSWIM2 ZSWIM6 MIR6822_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6822_5P ANKH ANKIB1 AOPEP BCO2 C1orf53 C9 CCR2 CNNM4 COA6 CPEB2 CREBRF CYP7B1 DCAF8L1 DCLK1 DLAT DNAL1 DPYSL3 DRP2 DUSP11 FBXO32 FGF1 FUT9 GABRR1 GALNT13 GLIS3 GRIK2 HBB HLA-C HLA-DPB1 HMGXB4 ING5 LCP1 MKRN1 MSL3 NFIC NPTX2 OSBPL7 PDZD11 PEG3 PEX3 PFKFB2 PML PPIAL4A PPIAL4C PPIAL4D PPIAL4E PPIAL4F PPIAL4G PPP4R3A RAB39A RBM44 REEP5 RNF103 SDC1 SLC15A5 SRSF3 SST STAM SYNM TAOK1 TBC1D10B TENM4 TEX30 THSD7A THUMPD1 TMCC2 TMEM243 TMEM72 TRPV3 TSC22D4 TSPYL6 UBQLN3 USP54 WWP1 ZNF510 ZSWIM6 MIR6823_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6823_3P AGFG1 AGTR2 APH1A ARL11 BCAS1 BIRC6 C20orf203 CHRNE CNNM1 CSMD1 CTBS CTDNEP1 CXCL12 DCP2 DHX58 DKK3 DPP10 ELOA EMB ERCC1 FAM168A GRIN3A HIF3A HNRNPU ITPR1 KPNA6 LARP1B LBH LILRA2 LIMCH1 MEAF6 MEF2C MMAB MTMR3 NLK PPFIA2 PRR3 PSMC3IP RAB3B RHCG RHO RTN4RL1 S100A7A SENP2 SIGLEC1 SMPD3 SPAG8 SPIN1 STK4 STON2 TBR1 TMEM167B TNKS TOP3A TSPAN3 VAMP1 YAF2 ZMAT5 MIR6823_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6823_5P AAK1 AASDH ABHD17B AFG1L ARCN1 ARID1A ARID4A ASCL1 ATF3 BANK1 CAPN15 CNOT4 COL22A1 CUX2 CXXC4 CYP4F11 DTNA DYNAP EFHC1 EPGN EPHX3 ERMN FAM8A1 FAT1 GPC6 GPR3 HS6ST1 JAKMIP3 KBTBD13 KIF24 L2HGDH MBTPS1 MLXIP MYPOP NIPAL3 NPEPPS NPHS2 OPRPN OTX2 PCDH18 PCDHB9 PDK2 PDYN PHLDB2 POU2F1 PPP5D1P PTP4A2 PTPN12 RIMS3 RRP15 RTL10 SCN5A SENP8 SERPINB8 SETD2 SLC24A2 SORCS1 SOX6 SPOP STAG2 STX17 TAF1D TMEM108 UBN2 VAMP1 WNT10B WNT3 ZCWPW2 ZIM3 ZNF677 MIR6824_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6824_3P AAK1 ACSL1 AP5M1 AQP9 ARID5B BAZ2B BBX BHMT2 BTBD7 C18orf63 C22orf46P CAMTA1 CELSR3 CHCHD3 CHCHD4 CLCN5 DACH1 DDI2 DES DNAAF6 DYNLL1 ELMO2 EPB41L1 EPHB3 ETS1 EXT1 EZH1 FAM124A FCHO2 FGF11 FNDC3A G6PC2 GPD2 GRIK3 GRM1 GTF2A2 GTF3C4 HDHD2 HECTD3 ID1 INAFM2 ITGA5 JAKMIP3 KAT6A KCNIP2 KCNRG KLHL9 LAIR1 LSM11 LUZP1 MBD5 MGA MLXIP MRAS MRFAP1 MSI2 MSR1 MTA3 NDN NHERF2 NR2C2 NRAS NRP2 ODR4 PALM PARP2 PCNX1 PDK3 PDPK1 PPFIBP1 PPP2R5E PRICKLE2 PRKCA PRMT8 PTBP1 PTK2 RALGAPA2 RNF185 RNF2 ROR1 RTL5 RUNDC3B RUSF1 SHC1 SHISA7 SLC25A23 SLC35F3 SLC38A2 SLC66A3 SNX30 STAU1 TMEM60 TMTC2 TOR1AIP1 TRABD2B UBE2D1 UBXN10 USP3 VXN WDFY1 WDFY2 ZBED1 ZDHHC11 ZFP1 ZNF135 ZNF268 ZNF365 ZNF426 ZNF544 ZNF562 ZNF655 MIR6824_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6824_5P ACVR1C ADRA1D AGTR2 ANGPTL3 ARCN1 ARL6IP6 BEND7 BMPR1B CADPS CCSER2 CD164 CD300E CLDN12 CLIC4 CLVS1 COL5A2 CYP27B1 DIS3 EIF3J EPHA3 EPYC G2E3 G6PC2 GGACT GK5 GOLGA7 GRIA4 GSTM4 INSM2 JPH3 KCNIP2 KIAA0232 MAP2K1 MDM1 MYO3A NAA50 NADK NDN OAS1 OAS2 OPN5 P2RY12 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHAC1 PCDHAC2 PIP4P1 POLR1G PROX1 PTCHD3 RNF41 RPS6KA3 SAR1A SLC11A2 SLC17A7 SNX9 SOBP STAU2 TENM2 TUSC1 TYR UBXN4 ZDBF2 ZNF214 ZNF566 ZNF704 ZNF800 MIR6825_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6825_5P ABCB8 ACY3 ADAMTS6 ADCY9 ADCYAP1R1 AGO1 AGPAT1 AMER1 AMOTL1 ANKRD52 AP2A1 AP3B2 APLNR APLP2 AQP2 ARHGAP9 ARHGDIA ARHGEF11 ARID3B ASIC1 ATF7IP2 ATN1 ATP2A1 ATP5MC2 ATP8B2 ATXN1L ATXN2L B3GALNT2 B3GAT1 B3GNT7 BACH2 BARHL1 BBS1 BCAM BCAS1 BCL9 BEGAIN BEST3 BRF1 BRPF1 BSDC1 BSN BTG2 C11orf87 C19orf84 C1QTNF6 C1orf21 C6orf89 CABLES1 CABP2 CACNB2 CACNG7 CAPN11 CASKIN1 CASTOR2 CAVIN1 CBL CBX6 CCDC113 CD6 CDC42BPA CDC42SE1 CDK18 CDK20 CDK5RAP1 CDKN1A CDR2L CELF3 CELF5 CELSR2 CENPB CIB2 CLASP1 CLCF1 CLSTN1 CNOT3 CNPY3 CNTNAP5 COL5A3 COPS7B COPZ1 CPEB3 CRABP2 CREB3L2 CRY2 CRYGN CS CSNK1A1 CST9 CTDSP1 CTIF CYP26B1 DAAM2 DACT2 DBNDD1 DDHD1 DES DHRS11 DIRAS1 DLK1 DNAJB12 DNM1 DPYSL4 DTX4 DYRK1B DYRK2 EAF1 EEIG1 EFNA4 ELAVL3 ELF4 ELK1 EPB41L1 EPHA8 EPHB4 ETNK1 EXTL3 FA2H FAM111A FAM131B FAM222B FAM53A FAM53C FBXO41 FGFBP3 FHL3 FIGNL2 FLT4 FOXP4 FSCN1 FXYD6 GLG1 GLP1R GNAO1 GNB3 GNG7 GOLT1A GPD1 GPSM1 GRAMD1B GRIK3 GTPBP1 GZF1 HABP2 HCFC1 HDAC3 HECTD4 HMGA1 HOXB5 HP1BP3 HS3ST4 HSPB6 IDS IER5 IFI35 IFT140 IGF2 IKZF3 ILRUN IQSEC2 IQSEC3 ITGA3 JADE2 JPH4 KCNQ2 KCNQ3 KDM5C KIAA0930 KIF13B KIF18B KIF5A KIRREL3 KMT5C KRTAP10-11 LANCL2 LDLRAD2 LDLRAP1 LIF LIMK2 LIX1L LMNA LRFN2 LRRC15 LRRC32 LRRN2 LYSMD1 MACF1 MAP1A MAPK3 MATN1 MBD1 MEIS2 MEST MEX3A MGAT3 MGAT5B MIDEAS MIEN1 MIP MKNK2 MLLT1 MMP28 MOB3A MOGAT2 MRO MTSS2 MYH9 N4BP1 NAA15 NAAA NACC1 NAV1 NBL1 NCDN NCOA1 NECTIN1 NEUROD2 NFASC NFIC NFYC NGFR NHERF2 NOS1 NOVA2 NR1D1 NRBP1 NRL OAF OGDH OLFML2A OS9 PA2G4 PACSIN1 PADI2 PATE3 PAX7 PCDHGA1 PCDHGA10 PCDHGA11 PCDHGA12 PCDHGA2 PCDHGA3 PCDHGA5 PCDHGA7 PCDHGA8 PCDHGA9 PCDHGB3 PCDHGB7 PCDHGC3 PCDHGC5 PDE1B PDE4A PDGFB PDIA6 PDPR PDX1 PFKFB2 PFN1 PGAP3 PHF19 PHF23 PHF8 PHYHIP PIAS4 PIKFYVE PILRB PKLR PLEKHH1 PLGLB1 PLGLB2 PLP2 PLXNA4 POMT2 POU2F2 PPARD PPP1R9B PPP2R1A PPP4R3A PPT2 PRKACA PRKAR1B PRLHR PRND PROK1 PROM2 PRR12 PRRT2 PRSS53 PRSS55 PRX PSMD1 PTPRU PURA PXN PYCR3 R3HDM4 RAB35 RAB43 RAB5C RAP1GAP2 RAPGEFL1 RARG RAVER1 RD3 RIMS3 RNASE13 RNF26 RPP25 RTL8A RTL8C SCAI SCAMP4 SCARA5 SCN4B SCRT1 SEMA4G SEMA6B SHANK1 SHISA6 SHISA9 SIDT2 SIRPA SIRPG SLC18A1 SLC25A45 SLC2A4 SLC35C1 SLC39A3 SLC6A17 SLC7A1 SLC7A6 SLC7A8 SLC9A1 SLC9A5 SLIT3 SMAP2 SMARCA2 SMUG1 SNX33 SOGA1 SORBS3 SORT1 SOX12 SPATA31D3 SPEG SPIB SPINDOC SPOCK2 SPPL2B SPRYD3 SPTB SPTBN4 SREBF2 SRF SRGAP3 SRRM4 STAT2 STAT3 STXBP1 SUSD6 SV2A SYNDIG1L SYNGAP1 SYP TAB1 TAOK1 TGIF1 THAP11 THEM5 TIMP4 TMEM104 TMEM225B TMEM63C TMEM86A TNRC6A TNRC6B TRAF3 TREM1 TRIM3 TRIM66 TRIM67 TSPAN11 TSPYL5 TTBK1 TTYH3 TULP1 UBE2D4 UBE2Q1 UBTF UNC119 UNC5B URM1 UROC1 USP37 VAMP2 VASH1 VAT1 VWC2 WHRN WNK3 XIRP1 YBX2 YPEL4 YWHAE ZBTB7A ZBTB7B ZC3H18 ZC3H7B ZDHHC3 ZDHHC5 ZFP3 ZFP91 ZMYND11 ZNF385A ZNF609 ZNF703 ZSCAN31 MIR6826_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6826_3P ACTR1B ACVR2B ARFGAP2 ATAD2 ATF6B ATG14 B4GALT2 BLCAP CA6 CALN1 CHN1 CLCN2 CNBP CTNNA2 CXXC4 DCP2 EHF ELMO2 EMP1 EVI2A FAN1 GABBR1 GABRB2 GCFC2 GNG2 GTF2A1 HEG1 HEPHL1 HEY1 HMGB1 HMGXB3 HNRNPU HOXA1 HOXA9 HS3ST1 HSPE1-MOB4 IL20RB IPO7 KDM2A KHDRBS1 KIF5C LDB3 MAN2A2 MAPK14 MARCHF9 MAST3 MED18 MLLT6 MOB4 MYT1 NCMAP NELL1 NRXN3 NSD1 NUFIP2 OTUD7B PAIP1 PARM1 PASD1 PCDH19 PDCD4 PDE7A PHETA1 PIEZO2 PIM1 POGZ POLDIP3 POTEM PPM1N PPP4R3A PSD3 PSMA1 QRICH1 SEMA3G SETD5 SLC24A1 SMG5 SMURF2 SNX1 SOX9 SPTB SPTBN4 TAF4B TBC1D16 TET3 TLE4 TMEM33 TMEM65 TNFAIP8L2 TSTD2 TWIST1 UBAP2L UBE2K UEVLD VAV2 WAC WAPL ZDHHC22 ZNF197 ZNF704 MIR6826_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6826_5P ABI3BP ANKMY2 AP5M1 ASB8 CBX3 CCDC88C CHD5 CUL4B DUSP6 EP300 FOXA1 GRIA2 HAUS2 HHAT KIAA0753 KIF4A KRTAP4-3 MAGOHB MID1 MXD1 NEDD4 PER3 PLCB2 PRPF4 PRRG1 PTPRD RALBP1 RBPMS RIMOC1 RIOK2 SGMS1 SLC40A1 SOCS5 STRBP TNN UBE2G1 VPS4B ZBTB44 ZNF148 ZNF567 MIR6827_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6827_3P ACTR10 AFG1L APOBEC3D APOBEC3F ATAD5 ATXN3 C15orf40 CCDC122 CNBD2 CRX CTSV CXCL16 CYB5R3 DCAF16 DTX3L EIF2S3 EIF4E EPHA3 F3 FDXACB1 FRMD8 HUS1 INMT INPP5B ITGAX LIX1L LPP LRRC51 MBOAT1 MPIG6B NOP14 OR7D2 PCBD2 PCDHB9 PPFIBP1 QPCTL R3HDM2 RNF144A RPS24 RRP15 RWDD2A S1PR2 SEC61A2 SHOX SINHCAF SKP2 SLA2 SLC16A4 SLC36A2 SLU7 SPACA9 SPC24 SPCS3 STIL STX2 TAPBP TDGF1 TLCD2 TMED4 TMEM170A TMEM41B TPM3 TRIM16 TRIM16L TSPYL1 TULP4 UBE2W UPK3BL1 UTP11 VENTX VIPR2 VPS33A ZBTB8OS ZC3H6 ZFP64 ZNF543 ZNF7 ZNF805 ZNF814 ZNF816-ZNF321P ZNF835 ZNF850 ZSCAN2 MIR6827_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6827_5P ACP2 ALDH18A1 ALPK3 AP3B2 ASCC1 ATP8A2 BCL2L1 BYSL C10orf105 CD82 CDKN1A COQ4 COTL1 COX19 CSMD2 CTSO DCAF5 DDA1 DGKD DMGDH DYRK1B ESAM FBXO16 GAB4 GALNT13 GPR153 GPRIN1 HEATR9 HOXB5 HSP90AB1 INF2 ITGA11 JAG1 KCNH8 KCTD15 KLHL29 KPNA1 LINC03034 LINC03040 LMX1A LY6G6C MARK2 MRPS2 MYRIP NCDN PARP9 PCNP PITPNM3 PSG4 PTAR1 PTGES RARA RARG RBFOX2 RFX7 RNASEL SAMD4B SCIMP SCRT2 SH3D21 SLITRK1 SMCR8 SMURF1 SRA1 SRR TBL1XR1 TET2 TEX264 THBS3 TIAM1-AS1 TNRC6B TXLNA UBE2I ZBTB40 ZDHHC18 ZKSCAN2 ZNF385B ZNF431 MIR6828_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6828_3P AAK1 ABL2 ADNP AJAP1 AMD1 ARAP2 ARL14EP ARMCX4 ARMH4 ATRN BCLAF1 BRD1 CCPG1 CEMP1 CHRD CLDN18 CLDN8 CNOT8 CNR1 CNST COQ10B CSNK2A2 DDX18 DKK2 EGFR EIF4E2 EPHB1 FAM204A FAM83A FBXO22 FBXO9 FHL1 FMN1 FSTL5 GPATCH2 GREM2 GUCY1A2 GXYLT1 HIF1A HSPA9 IL18RAP IPO9 IRS1 JARID2 JTB KBTBD2 KDELR3 KIF13A KPNA6 LSM12 MAN2A2 MAPK8 MBP MIS12 MLH3 MTF1 MTOR NAA15 NFIB OSBPL6 OSTC PAAF1 PACSIN2 PDS5A PEX3 PFKP PHACTR2 PIGA POGLUT1 PPM1B PPP4R4 PRKRIP1 PRMT3 PTCH1 RAB30 RBM12 RMND5A RPS6KA1 RUNX2 S100A10 SEPTIN9 SERTAD2 SERTAD4 SET SH3D19 SH3RF3 SIRPB1 SLAIN2 SLC35F2 SLC36A4 SLC5A3 SSC5D SSPN STAG2 TBL1XR1 THRAP3 THSD7A TMPRSS15 TNS2 TPBG TRIM23 TRIM71 TRMT1L TUT4 UBE2N UBR3 UGT2B17 UGT3A1 USP4 WNT3 YBEY YES1 ZFP64 ZNF518B ZNF710 ZZEF1 MIR6828_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6828_5P AAK1 ABHD2 ACKR2 ACVR2B ADAM23 ADO AK4 ANKH ANKRD13C APLP2 ARL8A ARMC8 ASCL1 ATAD2B ATP1B3 ATP6V1A ATP8A2 B3GALT1 BAZ2A BICD2 BLTP3A BRD3 C11orf24 C11orf68 C16orf46 C8orf48 CA7 CAMKK2 CANX CCDC87 CCDC93 CCT3 CLHC1 CMPK1 CNTNAP1 COL8A1 CORO1C CPNE2 CREBRF CSNK1G3 CTDSP2 CUL3 CYFIP2 DACT3 DGKI DHRS7 DIP2C DLC1 DSTN ELAC2 ELL2 EPHA6 FAM219A FBXL7 FBXW7 FCGR2A FERMT1 FLNA FOXN3 FOXP1 FRMD6 FRZB GALNT10 GANC GCOM1 GDA GID4 GPR137 GREB1 GRIA2 GSKIP GSPT1 HAPSTR1 HCN3 HDAC3 HEATR5B HMBOX1 HNRNPD HRH4 HTR5A ITK ITPRIP KAT6A KBTBD2 KCNMA1 KDM5A KIAA0930 KLF10 KRTAP4-7 LANCL1 LDHAL6B LPP LRRN1 MAGI3 MAPRE1 MARCHF7 MBTD1 MECP2 MTOR NACC1 NAMPT NAPEPLD NCOA7 NIPA1 OGT OR51E2 OTUD4 OTUD5 P3R3URF-PIK3R3 PCDH11X PDE11A PDE4DIP PFN2 PHYHIPL PI4K2A PIK3CB PIK3R3 PITPNA PMP2 POLR2M PPARGC1B PPP1R16B PRKAA1 PTAR1 PTPRJ PTPRO RANBP9 RASA2 REEP3 RGS4 RIT1 RSBN1 RTN4 SACM1L SBNO1 SCN2B SEMA3C SGK2 SH3GL3 SLC19A2 SLC39A11 SMIM14 SMR3B SNX1 SORT1 SRSF4 STAU1 STYX SULT1E1 TEX13B TLK1 TPD52L3 TRAF4 TRAPPC14 TRMT61B TTC17 UNC5B VEPH1 VGLL3 VSNL1 VTCN1 WASF2 WDR77 XRN1 YWHAZ ZBTB46 ZBTB6 ZCCHC2 ZDHHC3 ZNF585B ZNF717 ZNF805 MIR6829_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6829_3P ABHD11 ADAM10 ADARB2 ANKRD16 ARIH1 ARNT2 ATP1B1 ATP6V0B B4GALT2 BAGE2 BNIP3L C5orf24 CAMLG CCK CD1C CHD6 CHST2 CUX2 DDX6 DNAJC18 DSTYK DTX3L ESF1 EYA3 FAM20A FKTN FNBP1 FRMPD4 FSD2 GPX7 GSTM4 IQSEC3 KIAA1549L KLHDC10 KLHDC7A KSR2 LILRB4 MAPK14 MRTFB MYRIP NAV3 NFIB NPAS3 NR3C1 NR4A3 ORAI2 P2RY13 PCDHA2 PPFIA2 PRDM16 PRKCB PROX1 PTPRO RAP2B RPGR SEMA5B SERINC1 SLC15A1 SLC16A9 SLC52A3 SNX1 SOGA1 SOWAHB SRGAP3 ST6GAL2 SYN3 TEF TENT4A THSD7A TIMM17A TK2 TMEM104 TSN TTC23 VPS26B XRN1 ZC3H4 ZFP1 ZNF341 ZNF69 ZNF704 ZNF786 ZZZ3 MIR6829_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6829_5P ACAP3 ADGRD1 ADGRL1 ANKRD52 ANKS3 ARNT2 BCL2L1 C12orf4 CCDC65 CD3E CDH5 CDR2L CFAP61 CLEC16A CLIP2 CNPY3 COX7A2L DISC1 DPY19L1 DRP2 ELOVL6 ENTR1 FAAH FAM114A2 FAM53B FOSL1 FRMPD4 GAS7 GIPC3 GJA3 HAP1 INHBC IQSEC2 KCNIP3 KIAA0930 KLF8 KREMEN1 L1CAM LARP1 LCN1 MBTD1 MEGF9 MFN2 MMAB MRAS MYO1C NCOR1 NFIX NIT1 NKAIN2 NRARP NTSR1 OPRPN PDE4D PDZRN3 PLXDC2 PMEPA1 PML POLR2D POM121 POM121C PRAMEF25 PYROXD1 RBM38 REXO1 RGMA RNMT SAP30BP SDC3 SEMA4G SFTPB SLC36A1 SLC7A1 SMG6 SND1 STK40 TLX1 TMCC2 TMEM127 TMEM239 TRAPPC9 TRIM29 TRIM66 TXLNA USP30 VAV3 VDR VPS37C WARS1 XKR4 ZBTB46 ZCCHC24 ZER1 ZFAND3 ZFP41 ZNF385B ZNF540 ZNF609 MIR6830_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6830_3P ABCF1 ABO ABR ADAM33 ADGRF5 AKIRIN1 ALCAM AQP4 ATP8B1 ATRNL1 BACH2 BTLA BTN2A2 C17orf80 C6orf120 CADM2 CCAR1 CCDC126 CCSER1 CCSER2 CD36 CD83 CD93 CEP126 CHGB CNTN1 COL4A1 CREB1 CREBZF CREM CTDSPL2 CTSC CXCL10 CYP4F3 DCAF8 DCUN1D5 DDX5 DEPDC1B DHX40 DIO2 DISC1 DNA2 DPP10 DUSP6 DUSP7 EEIG2 EGR3 EIF4H ELMOD2 EML6 ENPP4 EPHB2 ERBB4 ERICH1 FLG2 FN1 FNBP1L FOXA1 FOXR2 FUT9 GAB3 GDA GPR156 GTF3C3 HAS2 HECTD2 HHLA1 HLTF HMGA2 HRNR HSDL1 IGDCC4 IGF2BP1 IL12RB2 IL36B INA IQCJ ITGB1 KCNAB3 KCNC4 KCNK9 KHDC1 KHDRBS2 KLB KLF9 KLHL31 KLHL4 LATS1 LEPROT LRRK2 LSM14A MAP3K2 MAP4K4 MIER1 MINK1 MORC1 MRTFB MT1B MTAP MTERF3 MTM1 MYCBP MYEF2 NAIF1 NCR3LG1 NFIC NRG1 NTRK2 NUMB OLR1 OPN5 OSBPL9 PAPPA PAX8 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA9 PCDHAC1 PCDHAC2 PDPN PDZD8 PFN4 PHKA2 PIK3C2G PITX2 PLA2R1 PLSCR1 POGZ POLR2H POTEM POU4F2 PPFIA2 PRDM7 PRKAR1A PRKG1 PRRT1 QSER1 RAP1GDS1 RAPGEF2 RAPGEF6 RFPL4B RNF19B RYBP SATB2 SCN9A SEC61A2 SERTAD2 SLC22A15 SLC22A17 SLC24A2 SLC5A12 SLITRK1 SMARCA5 SMIM6 SOX6 SPTLC2 SPTLC3 ST6GAL2 SULT4A1 SYT11 TANC2 TBC1D22B TCP11L2 TFPI TGFBR1 THBS1 TIMM21 TMEM123 TMEM140 TMEM196 TMEM47 TNRC6B TNRC6C TP53INP1 TRAF6 TRDN TRMT11 TRPC5OS TSHZ1 TSPAN7 TTC14 TUB TUT7 UBE2D1 UBE2H UGT3A2 UNKL USP8 UXS1 ZMYM4 ZNF468 ZNF765 ZNF800 ZNF813 MIR6830_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6830_5P AAK1 ABCG5 ABHD13 ACBD3 ACSL6 ADAM19 ADAT2 ADGRE3 AGO1 ALDH5A1 ANAPC7 ANXA2R ARF3 ARHGAP5 ARHGEF35 ARX ASB11 ASB15 ATP1B2 ATP1B4 ATP2C1 BACE2 BARD1 BCAT1 BCL11B BIRC3 BNC2 BOLA2-SMG1P6 BORCS5 BRAF BTG1 C3orf62 CA13 CADPS2 CARNMT1 CCDC88A CCSER2 CDC25B CDK11A CDK11B CDKN1B CHAC2 COL1A1 CUL4B DBI DDA1 DDX4 DGKH DIRC1 DOK6 DSE DUSP4 EHBP1 ELF5 ELOVL7 ENTHD1 FOXO3 FSIP1 FZD10 GABRA1 GABRA5 GABRG2 GDF9 GLIPR1 GOPC GPHN GPR88 GSPT1 GTF2H5 HEXIM1 HMBOX1 HOXA5 INTS3 IPO5 JADE1 KCTD12 KDM2B KL KLF6 KMT2A KRTAP26-1 LATS2 LY6K MAP3K9 MARCHF6 MBNL3 MBTD1 MDH1B MDM4 MELTF MMGT1 MMUT MRPS35 MSN MTX2 MYCT1 MYO5A NAP1L1 NHERF1 NHLH1 NID1 NMNAT2 OPA1 ORC4 OSTM1 P2RY10 PALM2AKAP2 PAPLN PAX5 PAX7 PCNP PCNX1 PCP4 PDK3 PDLIM5 PFN2 PHF20L1 PHTF2 PLK2 POLI PPARGC1B PPFIA2 PPM1E PROS1 PRRT4 PRSS16 PTBP1 RAB2B RANBP3L RERE RPS20 SCD SDE2 SDF4 SEMA4D SHLD2 SLC23A2 SLC26A7 SLC4A10 SLC4A11 SLC4A8 SLC9C1 SORCS3 SP1 SPATS2 SPCS2 SPRY3 SPTLC1 SPX SRSF5 SSR3 STK35 SUSD6 SYNPO2 TBC1D32 TENM4 TKTL2 TMEM107 TMEM123 TMF1 TRAF6 TRAK1 TRIM33 TRIM35 TRIM66 TRPC5 TRPM3 TSC22D1 TSFM TSPAN3 TTC33 UNC5C USP12 WAPL WDR76 WFDC9 WNK3 WWC3 XBP1 YBX2 YOD1 YWHAQ ZBTB6 ZCCHC2 ZFP1 ZKSCAN8 ZNF280B ZNF384 ZNF480 ZNF708 ZNF777 ZXDB MIR6831_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6831_3P ABAT APAF1 ASH1L BICD2 BLOC1S5 BTC BTG3 CCDC73 CD200 CFAP69 CNOT7 COPS2 ETNK1 GRIA2 IGF1 IL1A IQCJ-SCHIP1 IRF2BPL KAT6B KIF21A LRBA MACROD2 METTL8 MTF2 NANP NDUFA4 NUDT5 PAIP2 PDCD4 PIN4 PPP4R3A PRICKLE1 PRKG1 PXK RAD21 RASGRP1 RB1 RCBTB1 RNF103 RTKN2 SCHIP1 SCOC SELENOT SIDT2 SLC22A4 SMG7 SOX5 SYNC TIFA TMCO3 TMEM132B TMEM199 YY1 ZBTB20 ZNF17 ZNF397 ZNF45 ZNF778 MIR6831_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6831_5P ACVR1C ADAMTS8 ADRB2 AHR ALDH1L2 ASAH1 BACH2 BIN3 BMPR1A CADM2 CBFA2T3 CBX5 CEP135 CFAP161 CNPY3 COIL CPEB3 CYP20A1 DISC1 DMD DNA2 ECRG4 ELMOD2 ELP1 EMCN ERI2 ESYT2 FBXO27 FBXO42 FIGNL2 FOS GATA6 GATM GDF6 GNB3 GNG5 GOLGA5 GUF1 GXYLT1 HAND1 HAUS2 HOXA7 HOXA9 HOXB7 HOXC8 HS6ST2 IGF1R IL10RB IQCB1 JAZF1 KLF8 KLHL31 LHX1 LIN28B LPCAT3 MAP3K2 MAP3K7CL MDM4 MED10 MTERF1 NAP1L1 NBN NHLRC2 NME6 NPHP3 NRG4 NXPE3 OSBPL3 PBX2 PHTF2 PLAGL2 PPFIA2 PPP1R15B PRRG1 PRSS12 RBMX RDH10 REPIN1 RGS16 RIMOC1 RNF38 RPGRIP1L RPP25L RUFY3 SALL4 SCRT1 SEC24D SEMA3A SEPTIN7 SERPINB8 SLC39A8 SLC9A6 SMAD6 SNX30 SORCS1 SPRYD4 SRSF8 STIMATE STK40 STX3 SVIL TDRD6 TGFB1I1 TGFBR1 TIMM23 TMEM121B TPST2 TRIM6 TRIM71 TRPM3 UTRN XPO7 XRCC5 ZBTB26 ZBTB34 ZBTB5 ZFYVE26 ZNF281 ZNF512B ZNF569 MIR6832_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6832_3P ABRAXAS2 ADCY6 ADRA1A AEBP2 AFG1L AGPAT3 AMACR ANGPT1 ANGPTL1 ANGPTL2 ANKRD13A ANKRD13C ANKRD17 ANKRD44 AP1S2 AP2A2 APH1A ARHGEF33 ARHGEF37 ASXL3 ATG9A ATXN10 B3GNT5 BAZ2A BCL9 BLZF1 BMPR1A C1orf43 C9orf72 CALHM4 CAVIN2 CCDC103 CDH4 CDK6 CLIP4 CLMP CLPX COL6A6 COPS6 CORO1C COX5A CPD CPNE8 CREB5 CRKL CSRNP2 CUX1 DCUN1D3 DLG5 DMTF1 DNAAF9 DNAJB1 DPF1 DR1 DRAP1 DYRK1A EBF2 EDEM1 EFNB3 ELAVL3 ELOVL6 ENTHD1 EPHA1 EPHA5 EPHA7 EPHB2 EPHB6 ERLIN2 ESRRG ESYT2 EVA1C EXOSC9 EZR FAM114A1 FAM168B FAN1 FARP1 FBN2 FBXW7 FGFR1OP2 FHIP1B FJX1 FNIP1 FOXC1 FRAS1 GATA6 GDNF GET4 GLIS3 GNB1 GOLGA6A GOLGA6B GOLT1B GPM6A GPR88 HAS2 HCAR2 HCAR3 HDAC9 HGF HMGA2 HNRNPA1 HNRNPA2B1 HOOK3 IGF2BP1 IGF2R INPP4A ITPR1 JARID2 JRKL KCNJ5-AS1 KCTD1 KDM2A KHDRBS1 KHDRBS3 KLF12 KLHL29 KPNA1 KXD1 LATS1 LPAR1 LRP2 LRRC40 MAML1 MAP1LC3B MAP1LC3B2 MAP3K3 MAP4K5 MAPK1IP1L MAPK9 MBNL1 MCOLN1 MGAT3 MLXIP MOXD1 MTMR6 NAPG NBEA NDRG3 NDST3 NEXMIF NFATC3 NFIB NIPBL NOTCH2 NOVA1 NR3C1 NR4A2 NRARP NRBF2 NUAK1 ONECUT2 OSGIN2 OXNAD1 PARVB PDCD6IP PHF13 PHOX2B PIGM PKIA PLCB1 PLXNA2 POU2F1 PPM1K PPP1R1C PPP1R9A PPP3CC PRELID3B PRR32 PRRX1 PTPRJ PTPRR RAB10 RAB22A RABGAP1L RAP2C RBMS3 RELL1 RERE RHOBTB3 RICTOR RIMS1 RNF170 RPL7L1 RPS6KC1 RSPO3 RUNX2 SAMD5 SEC11C SEC63 SEL1L SFXN1 SH3TC2 SLC16A6 SLC37A3 SLC38A7 SLC43A1 SLC46A3 SNAI2 SNRK SNX6 SOCS6 SOWAHC SOX11 SOX4 SP6 SPRED1 ST7 SYNJ2BP TAF2 TAF5 TCF12 TENT5A TFEC THSD4 TMEM156 TMEM237 TMOD3 TMTC2 TNRC6B TOMM70 TOX3 TP53INP1 TRAM2 TRIP12 TRRAP TTYH1 UBLCP1 UBN2 USP46 USP47 VAPB VTA1 WDR26 WEE1 WNK3 WWC3 XBP1 YPEL4 YTHDF3 ZBTB20 ZBTB34 ZC4H2 ZCCHC24 ZDHHC17 ZFHX4 ZFP37 ZFP91 ZNF506 ZNF600 ZNRF2 ZXDC MIR6832_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6832_5P AAK1 ABCC9 ABR ADAM12 AHCYL2 AK5 ANKRD34C ANXA7 B3GAT2 CAMTA1 CCDC28A-AS1 CCDC39 CCSER1 CDK4 CDK5RAP3 CGGBP1 CLEC2B CNOT8 COBLL1 COPS2 CSMD3 CYP20A1 DDX5 EGLN1 FAM120A FAM227A GDNF GJA5 GJC1 GYPB GYPE GZF1 HTRA3 KAT2B KIAA1958 KLHL24 KLHL29 KPNA2 KRTAP9-2 KRTAP9-3 KRTAP9-8 LAMC1 LOXL1 LPP LRRTM3 LY6D N4BP2 NAPEPLD NBPF14 NBPF15 NBPF20 NBPF8 NMBR NPHP3 PAQR9 PDE6H PDHA1 PDK4 PDPK1 PIK3C2A PITPNC1 PRRC1 PTPN4 PTPRK RABGAP1L RAD51B RNLS RTL9 SEMA3E SLC20A1 SLC36A3 SOGA1 SRGAP3 ST8SIA1 STAM2 SYNC THPO TMPRSS11B TRIM22 UACA UGGT1 VPS26A VSTM2A ZIK1 ZNF484 MIR6833_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6833_3P AAK1 ABCC9 ACSL3 ACSM2A ACSM2B ADAM10 ADAM22 ADAMTS1 ADGRF1 ADRB2 ALDH2 ANKH ANKRD28 ANO3 AP4E1 AQP9 ARF6 ARL15 ARL4C ASCL1 ATF7IP ATP2A3 ATP6V1C1 ATP8A1 AUTS2 B3GALNT2 B3GLCT BCAT1 BCL11A BCLAF1 BLZF1 BNC2 BTRC C11orf58 C1QTNF3 C22orf46P CADM2 CALML4 CALU CASP3 CAVIN2 CCDC88A CD44 CDH19 CDK12 CDK6 CDKN2AIP CDNF CDON CDR2L CEMIP CEP85L CHD5 CHD9 CLEC4A CLMP CLVS2 CNIH1 CNKSR2 CNNM4 CNR1 COPS6 CPEB4 CSGALNACT2 CUL3 CYB561D2 DCP1B DCX DDI1 DDX19A DENND2C DENND4A DGKG DIRAS3 DLAT DLG3 DNAJB9 DOK6 DSG3 DTNA DTWD2 EDA EGR3 ELMO2 EMX2 ENC1 ENPP1 ENTPD1 EP300 EPS8 EVC FAF2 FAM120A FAM131B FAM78A FANCL FCAR FGF23 FMN1 FOXA1 FOXK1 FRMPD4 FUT9 GALNT15 GATM GCFC2 GCLM GNB1 GPATCH2L GPC6 GPR3 GSE1 GTDC1 GYPE HAO1 HDAC8 HLA-DOA HNMT HOXC6 IDE IKZF1 IL17RD IL20RB IQCJ ITGA4 KCMF1 KCNAB1 KCNC2 KCNJ3 KCNK6 KCNT2 KIAA1191 KIAA1549L KLHL5 KMT2A KRIT1 LACC1 LDB2 LENG8 LGSN LONRF3 LPGAT1 LPP LRP4 LRRC7 LSAMP LTA LTN1 MAFK MAGI3 MAP1B MAP2 MAP3K2 MARK1 MBNL1 MBNL3 MBOAT2 MEF2A MEX3A MID1 MOB1B MSI2 MSL1 MSS51 MTMR2 MYCL MYO3B MYT1 NDUFC1 NEDD4L NEURL1B NF1 NFIX NFXL1 NNT NXPH2 ONECUT2 OR51E2 P2RY10 P2RY4 PAK2 PALM2AKAP2 PAPPA PARD3B PATE1 PCSK2 PDE4D PDE7B PDK3 PEG10 PGF PHLPP1 PHYHIPL PIGY PIP4K2B PIP5K1B PLD5 PLLP PLXNA2 PLXNA4 PMEPA1 POTEM POU2F2 PPARGC1B PPM1L PPP2R5B PPP3R1 PPP5D1P PPP6R3 PPRC1 PRKCB PRTG PSD3 PTGES3 PTGR3 PURA PYURF QRSL1 RAB27B RAD54L2 RAPH1 RBFOX2 RBMS3 RDH12 REEP3 RHOQ RIMBP2 RIMKLB RIN2 RNF148 RNF165 RNF213 RPP30 RPS6KA6 RSBN1 RTN4RL1 SAMD12 SBNO1 SCAI SEC24C SEC61B SELENOT SEMA3A SENP3 SERTM1 SFTPB SGMS1 SH3PXD2A SH3TC2 SHISA6 SHISA9 SHOX2 SIKE1 SIRT3 SLAIN1 SLAIN2 SLC12A6 SLC17A3 SLC22A15 SLC25A24 SLC30A7 SLC38A1 SLC39A8 SLC4A8 SLC5A12 SLC6A11 SLC6A2 SLC7A11 SLC8A3 SMIM14 SMIM21 SNTG1 SNX13 SNX18 SOBP SPINK7 SPOP SPRY3 SPTSSB SRP19 SRXN1 SSUH2 STON2 STRBP SYNJ2BP SYNPO2 SYS1 TAB3 TAF11 TBCEL TBL1XR1 TCF12 TCHHL1 TGFBRAP1 THG1L TM4SF18 TMEM151B TMEM170B TMEM178B TMEM245 TMEM87A TNRC6B TOB2 TOR1AIP1 TPM3 TPT1 TRAK2 TREML4 TRIM71 TRIM9 TSC22D2 TTC31 UHMK1 UNC5C USP10 USP37 VANGL1 VGLL3 VIP VPS13C WDR33 ZBTB18 ZBTB20 ZBTB7A ZCCHC8 ZDHHC3 ZFHX2 ZFP1 ZFP14 ZFP36L1 ZFP37 ZFP62 ZFP90 ZMYND8 ZNF107 ZNF117 ZNF124 ZNF135 ZNF136 ZNF138 ZNF181 ZNF189 ZNF195 ZNF207 ZNF208 ZNF257 ZNF268 ZNF28 ZNF302 ZNF317 ZNF37A ZNF398 ZNF415 ZNF420 ZNF426 ZNF439 ZNF440 ZNF451 ZNF468 ZNF493 ZNF502 ZNF544 ZNF557 ZNF558 ZNF559 ZNF559-ZNF177 ZNF562 ZNF569 ZNF57 ZNF578 ZNF594 ZNF600 ZNF611 ZNF626 ZNF655 ZNF670 ZNF676 ZNF682 ZNF701 ZNF705A ZNF705D ZNF708 ZNF711 ZNF713 ZNF714 ZNF716 ZNF718 ZNF721 ZNF728 ZNF730 ZNF761 ZNF763 ZNF765 ZNF791 ZNF808 ZNF813 ZNF816 ZNF844 ZNF845 ZNF888 ZNF90 ZNF91 ZNF99 ZSCAN22 ZSWIM6 MIR6833_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6833_5P ABHD17C ACADSB AFF4 AGPS AGTR1 ANXA7 APOBEC3B ARHGEF28 ARL6IP6 BCL2L1 BCLAF3 CACNA1D CEP170 CEP41 CMKLR2 CNIH1 COL19A1 CREBRF CROT DEFB118 DGKH DGKI DLG1 DMC1 ENKUR EXO5 FBXO30 FBXO38 FDCSP FER FRA10AC1 FSTL5 FUT9 GLCCI1 GMEB1 GOLM2 HIVEP2 HNRNPU HS3ST6 IGF1R IKZF5 IL21 IRAK1BP1 ITGA2 KANK1 KAT6A KBTBD4 KPRP LARP4B LEKR1 LPP LRIG1 LRRC15 LYN LZTFL1 MAFF MAP1B MAPKAP1 MEGF10 MEIS2 MMD MMP1 MORC3 MPHOSPH8 MSRB2 MSTN MTF1 MTPN MYO19 NEGR1 NIPSNAP2 NKIRAS1 NQO1 NREP PAQR9 PCDH9 PDE1A PDE1C PHTF2 PICALM POC1B PPP1R3A PTPRB PTPRR RALBP1 RASA1 RAVER2 RDX RHOB RMDN2 RNF128 RORA SACM1L SACS SAMD12 SCAI SCD5 SCN1A SEC23A SERTAD3 SETBP1 SH3TC2 SIRT5 SLC2A12 SLC2A13 SLC46A3 SLC6A14 SLC9C2 SLMAP SORT1 SPATA31A3 SPATA31A5 SPATA31A6 SPATA31A7 SPATA31C1 STX7 TFB1M TMEM267 TMEM64 TPGS2 TPRG1L TRPM6 TTI2 USP18 USP22 VBP1 WNK1 XPO7 ZBTB41 ZFP36L1 ZNF318 MIR6834_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6834_3P ADAMTSL3 APBB2 ARL8B CAMK1G CENPN CNTNAP1 COL19A1 CPN1 CRISPLD1 DDX20 DFFA DNAJB9 DUT FAM135B FOXP2 FUT11 GBP3 GCM2 H2BW1 IGF2BP3 KCTD1 KIF3C KRAS KRT10-AS1 MAGEA4 MBTD1 MOB1A NAA15 NEUROD4 NFYA NKAPD1 NRG3 NTRK3 NUCKS1 PDPR PFN2 PHAX PRAMEF18 RANBP10 RUNX1 SLC39A1 SOHLH2 SWSAP1 TBL1XR1 TM9SF3 TP53INP1 UBLCP1 ZFAND1 MIR6834_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6834_5P AP1G1 ARL6 ARMC9 BEAN1 C9orf57 CANX CASTOR3P CENPP CNN3 CNNM2 COX15 CPEB4 CREB1 CYP2C18 DNAH8 ENPP5 FOXD4L3 FZD2 GNAQ GPR183 GPR61 HELZ HMX2 HTRA1 IL23R IRF2 IVNS1ABP KIAA1210 KIF16B KIF3B KLK4 LURAP1 MBNL2 MBNL3 MED30 MPIG6B PDE6D PMS1 PSMD5 RABGEF1 RAPH1 RRP7A S100A10 SGCD SHISA7 SLC12A6 SLIT2 SNF8 SNRPN STRIP2 SUMO1 TFAP2A TMEM30B TXNDC8 TYMS WNK1 WNK3 ZNF592 ZNF782 MIR6835_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6835_3P ABCB11 ABCE1 ACSL4 ACTC1 ACTR10 ACTR3 ADAM18 ADAM22 ADCY3 ADIPOR1 ADO AFF2 AFG1L AGPAT4 AKAP9 AMPH ANKRD28 ANKRD34C ANKRD50 APAF1 APP APPBP2 ARHGAP29 ARHGEF38 ARHGEF6 ARMCX5 ASXL3 ATP1B1 ATP2B1 ATP7A ATXN3 BACE1 BBX BCKDHB BCL11A BCL2L11 BCL2L13 BIRC2 BIRC6 BLMH BMPR1A BMPR2 BNC2 BRD1 BRWD3 BSG C14orf132 C1orf52 C2orf68 C6orf89 CACNA1E CACNB4 CACNG4 CALML4 CAMSAP1 CAPZA1 CARMIL1 CBLN2 CBX1 CCDC47 CCP110 CD38 CD96 CDC6 CDH8 CDK13 CDK6 CENPI CH25H CHSY3 CISD3 CIT CLDN8 CLIP4 CLK2 CLN5 CNTN1 CNTN3 COL24A1 COMMD6 CREB1 CREB5 CRISP2 CRISPLD2 CSMD3 CSNK1G2 CSNK1G3 CTBS CTNNBIP1 CTNND2 DCAF12L2 DCDC2 DCLK1 DDX17 DENND1B DHRS2 DICER1 DIP2C DLG2 DMD DNAJB9 DNAJC3 DNMT3A DOCK4 DOCK9 DUSP19 EFR3A EIF3L ELAVL1 EMC8 ENAH EPHX4 ERC1 ERLIN1 ERMP1 ESRRG ETNK1 ETS1 EXOSC9 FAM117B FAM135A FAM218A FAM220A FBN2 FBXO38 FEM1C FHIP2A FHL1 FIGN FKBP1A FOXA1 FOXA2 FOXK1 FRAT2 FRS2 FUBP1 FYN GABPB1 GABRA1 GATM GBP6 GFPT2 GLS GPAM GPBP1L1 GPD1L GPR63 GRM5 HACD3 HAS3 HDAC7 HECW2 HMGN3 HNRNPH3 HNRNPR HSD17B13 INPP5D INTS14 IRF2BP2 JAKMIP2 JAZF1 JMY KAT2B KCNA4 KCNA5 KCNH7 KCNK10 KCNN3 KHSRP KIAA1210 KIF1B KMT2D KPNA1 KRT36 LAMP2 LEMD3 LIFR LIMD1 LMO7 LPGAT1 LRP6 LRRTM4 LYPLA1 MAGEB3 MAGED4 MAGED4B MAP1B MAP3K2 MAP7D2 MAPK1 MAU2 MBLAC2 MBNL3 MCM2 MCM9 MDM4 MED17 MICAL3 MIDEAS MINPP1 MIS18A MKX MORF4L1 MTDH MTO1 MTSS1 MTX2 MYOCD MYOM2 MYT1L N4BP2L1 NCAM2 NCAPG NCOA4 NDN NECTIN3 NEK7 NFAT5 NFXL1 NKAIN2 NOTCH2 NOTCH2NLA NR1D2 NR4A3 NSUN2 NT5DC1 NTNG1 NUFIP2 OCLN ONECUT2 OPALIN OPN3 OSER1 OSTC OTUD1 OXR1 PAIP1 PATL1 PBRM1 PCDH15 PCDH7 PCDH9 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 PCLO PDE1C PDGFA PDPK1 PDZK1 PHAF1 PHF24 PHF3 PIK3CA PIK3R1 PLEKHA3 PLEKHM3 PLK4 PLPP3 PML PPAT PPM1A PPM1E PPP1R15B PPP1R2 PPP2R5A PPP2R5D PPP6C PRDM16 PRIM2 PRKAR1A PROSER2 PRSS16 PRSS23 PSPH PTAR1 QKI QSER1 R3HDM1 RAB23 RAB33B RAB3C RAB6A RAB6C RAB6D RAB9B RABGEF1 RAC1 RALGPS2 RAP2A RASEF RBMS1 RBMS3 RBPJ RBPMS2 RCAN1 RCOR1 RDX REST RFFL RFX7 RLIM RMDN2 RNF145 RNF20 RNF38 RNF6 RORA RPS3 RSBN1 RSPO3 SALL1 SATB1 SCAF11 SCN7A SCRN1 SCRN2 SEC31A SEMA3C SEPHS1 SESN3 SETD3 SETD7 SGCZ SH3GLB1 SH3TC2 SHISA2 SIAH2 SIKE1 SIPA1L2 SIX4 SLC10A7 SLC12A5 SLC16A14 SLC20A2 SLC2A13 SLC30A4 SLC39A11 SLC44A5 SLITRK3 SLMAP SMG1 SNAI2 SNAP91 SNX3 SNX30 SOS2 SP2 SPRED1 SPTSSB SRP19 SRPRA SRSF6 SSBP2 SSTR1 STAT3 STRN3 SUGP2 SUGT1 SUMF1 SURF4 SYNJ1 SYNJ2 SYNPO2L SYT14 SYT4 TAF2 TASP1 TBL1X TCEAL4 TCEAL5 TCP10L2 TDG TDP2 TEAD1 TERF1 TET1 TET3 TFDP2 THAP6 THSD4 TIAL1 TIAM2 TMED10 TMEM123 TMEM178A TMEM248 TMEM33 TMEM74 TMTC1 TMX4 TNRC6C TOMM20 TPD52 TRAM1 TRIM63 TRPC1 TSPAN2 TTBK2 TTC28 TTC9 TTN TUB UBE2H UBE3C UBN1 UBQLN1 UBTD2 UHRF2 USF3 USP34 USP45 VAX1 VCPIP1 VGLL4 VPS37C VTA1 WDR26 XBP1 XKR6 XPO1 YY1AP1 ZBTB10 ZBTB20 ZBTB41 ZCCHC14 ZDHHC23 ZNF148 ZNF24 ZNF280D ZNF436 ZNF513 ZNF618 ZNF697 ZNF704 ZNF736 ZNF850 ZRANB2 ZSWIM6 MIR6835_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6835_5P CAST CBX6 CCDC186 CDK13 CIC CORIN CPNE3 CRTC1 DAGLA DBT DHRS13 DNAJB5 ETV5 FKBP14 FSBP FXR2 GARS1 GNA14 IGF2 JPT2 MFSD4B NHSL1 PARP15 PIP5K1A SEMA4G SLC8A2 SPRR1B STAT6 STX1B TBKBP1 TMEM169 UBN2 ZSWIM4 MIR6836_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6836_3P ADAM10 ADRA2B ANXA11 ATP1B1 ATP6V0B AURKA AVPR1A BAGE2 BEST3 C2CD5 CAMLG CDH8 CHODL CLDN1 CSTF2T DNAH11 DPYSL5 DSC3 FLT3LG FNBP1 FRMPD4 G3BP2 GPR85 IL18BP KSR2 L2HGDH LCP1 MARK2 MMRN2 NANOS1 NR4A3 NUP98 ORAI2 PANX3 PIK3C2A PPARGC1A PRCD PROX1 REXO2 RFX3 SCN2A SCPEP1 SERINC1 SLC52A3 SNPH SOBP SRSF1 SRSF3 SYN3 TMEM273 TPD52L1 TSPAN18 USP31 VPS26B ZNF396 ZNF704 MIR6836_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6836_5P ACAP3 ADAM11 ADAMTS10 ADCYAP1R1 ADGRE2 AMZ1 ARHGEF9 ARNT2 ATG9A ATP6V0A1 BAHD1 BTN2A1 BTN2A2 C6orf89 CACNB3 CAMK2G CAMKV CANX CAPNS1 CARMIL1 CASP10 CAVIN1 CDC42 CEMIP CGREF1 CNNM4 CNTNAP2 DOCK9 DUSP26 E2F7 EFNB1 EIF2AK1 EMILIN3 ERCC6L ESRRA FEM1C FGF1 FOXN4 GRM7 HRH3 IQSEC2 JADE2 JDP2 KIF21B KRTAP10-7 KSR2 LAMTOR3 LARGE1 LDLRAP1 LHPP LRP3 LSM12 MAFG MAPK1 MARCHF3 MBD3 MEF2D MGAT5 MLXIP MPZ MSL1 MTCP1 MVB12A MYOCD N4BP3 NFAM1 NFIX NPLOC4 NR6A1 NUDT5 PABIR3 PAQR4 PCYT2 PEX16 PHF19 PIPOX PLAG1 PLCXD3 PLEKHH3 PLXNA2 PRRT2 PTAR1 PUM1 RAB1B RAB23 RAB4B RAPGEFL1 RASGEF1A RC3H1 RIC3 RIMS3 RING1 RLN3 RNF216 RORA RUFY1 SALL1 SHC3 SLC2A13 SNPH SOGA1 SRP68 SSH3 STAG1 STEAP3 STOML1 SYK TEX19 TGIF2 TMEM25 TNPO1 TPRA1 TRMT61A TSPAN7 TTYH2 TTYH3 UBA7 UBE2H UBE2V1 VANGL2 VPS39 XPO7 ZCCHC24 ZDHHC22 ZKSCAN2 ZMAT3 ZNF704 MIR6837_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6837_3P ABCD3 ACSL1 ADAM12 ALDH8A1 ANKRD37 ARHGAP5 ARHGEF38 ASF1A ATRN BEX1 BTG1 CADM1 CALCR CAMTA2 CASP14 CASP4 CCDC141 CD302 CDHR3 CENPS-CORT CLTC CMA1 CNOT2 CNR1 COL25A1 CORT CPEB2 CRACD CREBRF CSNK1A1 DCUN1D5 DNAH14 E2F5 EDAR EIF3J ELAVL1 EPHB1 ESM1 ETNK1 FAM3B GAS7 GCA GDI2 GRHL1 HLTF HNRNPK HPCAL4 IGFBP5 IL7R IRF6 JCAD KIF1C KMT2D LGI1 LHFPL2 LRRC49 LRRC7 LRRFIP2 LUC7L3 LY75-CD302 MAPK6 MEOX2 MYOCD N4BP1 NAPG NDFIP2 PDE7A POP4 POT1 PSD3 PURA RAP1A RBM27 RBM47 RELCH RFT1 RNFT1 RRM2B ST6GALNAC1 SUB1 SUDS3 TAB2 TBR1 TC2N THAP6 TMEM164 TMEM181 TMEM70 TNFAIP3 TOPORS TRIP12 UQCC1 VAMP4 VGLL3 VRK2 WNK4 ZMIZ2 ZNF100 ZNF107 ZNF117 ZNF208 ZNF257 ZNF404 ZNF493 ZNF680 ZNF765 ZNF99 MIR6837_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6837_5P ABAT ABLIM3 ACTR1A ADAMTS6 AP5B1 APH1A ASB8 ATP2B1 B3GNT7 BIK BMF BOLA1 CA7 CADM3 CCNY CDH24 CHAC1 CHGA CPEB3 CSF1 CST9 CYTH1 DAB2IP DDB1 DEDD2 DENND4B DEXI EEIG1 ERF FAM53A FKBP5 FLRT1 GAS7 GIMAP1 GPM6A GRB10 GRM4 GSTZ1 HAPLN4 IL1RN INTS6 ISM2 KCNJ10 KLHDC8A LRRC20 LRRC8E MEGF11 MICOS10 MIEF2 MS4A7 MVB12B NAGS NDOR1 NDUFA2 NEURL1 NHLRC3 NOTCH2 NPLOC4 NTN1 OLFML2A ORAI2 OTUD7A OXLD1 PACS2 PHF8 PITPNM3 PLEKHA6 PNMA8B POU2F2 PPARGC1A PPP2R5D PPP3CB PPP6R3 PSMA3 PSMD9 PTPN12 RAB5B RAPGEF5 REPIN1 RNF135 RPL13 RPL41 RXRG SBK1 SDR16C5 SERF2 SEZ6 SEZ6L2 SLC23A3 SLC35B1 SLC43A2 SLC6A17 SLC8A3 SLMAP SNTB2 SOGA1 SORCS2 SPICE1 SPNS2 SPOCK2 SUSD5 SYT9 TBC1D13 TBC1D22A THNSL2 TMEM239 TMOD2 TNS3 TRARG1 TRIM7 TTYH3 UACA USP2 USP42 VDR VPS37D VPS39 VRK3 WDTC1 WNT9B ZER1 ZNF512B ZNF704 MIR6838_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6838_3P ABTB2 AEBP2 ALDH6A1 ATF7 ATP6V1A ATP8B1 BMPR1B CAPRIN1 CAPZB CDV3 CILK1 COL24A1 CPSF7 CSMD3 ELMO1 ELOVL7 EMX2 FADS6 FIGNL1 FRYL GABRB2 GALNT2 H2AZ1 HOXC5 IMPG2 IRF2 ISL1 ITGA6 KDM5B KIF21A LBR MATN1 MET PAN3 PARL PELI1 PICALM PRR16 PSEN1 PTPN2 RARB RWDD3 SAP30BP SCN2B SH2B3 SLC22A9 SMAD1 SNAPIN SRP68 TMEM230 TMEM86A TPT1 TTC17 UBE2L3 UBLCP1 UBXN1 UTY VDAC1 YWHAE ZBTB10 ZFP69 MIR6838_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6838_5P ABCF3 ABHD2 ABL2 ABTB2 ACOX1 ACTR2 ACVR2A ACVR2B ADAMTS3 ADGRL1 ADRB2 AGO1 AGO4 AHCYL2 AK4 AKT3 AMER1 AMMECR1 AMOT AMOTL1 ANKRD46 ANKS1A ANKUB1 ANO3 APLN ARFGAP2 ARHGAP12 ARHGAP20 ARHGAP32 ARHGDIA ARIH1 ARL2 ARL3 ARMCX2 ARMH4 ASH1L ATF6 ATG13 ATG14 ATG9A ATXN1L ATXN2 ATXN7L1 ATXN7L2 ATXN7L3 ATXN7L3B AVL9 AXIN2 BAG4 BCL11B BCL2L2 BTAF1 BTG2 BTRC BZW1 C12orf76 C1QL3 C1orf21 C2orf42 CACNA1E CACNA2D1 CACUL1 CAPRIN1 CAPZA2 CARM1 CASK CASR CBX2 CBX4 CBX6 CC2D1B CCDC6 CCDC88C CCND1 CCND2 CCNE1 CCNJL CCNT1 CD2AP CD3E CD47 CD80 CDC25A CDC27 CDC37L1 CDC42SE2 CDCA4 CDK17 CDK5R1 CDK8 CEP55 CEP85L CFAP45 CHAC1 CHD2 CHEK1 CHIC1 CHPT1 CHUK CLCN4 CLOCK CLUH CMC4 CMPK1 CNOT6L COBLL1 COL12A1 COP1 COPS7B CPD CPEB2 CPEB3 CPSF7 CREBRF CSDE1 CSRNP1 CUX1 CXCR5 CYB561A3 CYP26B1 CYP2S1 DCLK1 DCP1A DDX3X DDX3Y DENND1B DENND2C DEPDC4 DESI1 DIXDC1 DLL1 DMPK DMTF1 DNAJB4 DPY19L4 DRD1 DYNC1LI2 DYRK1B E2F3 EDA EGLN1 ELAC1 ELL ENAH ENSG00000275993 EPC1 EPHA7 EPHB2 ERC2 ETNK1 EXOC3L2 EYA1 EZH1 FAM110C FAM133B FAM135A FAM81A FAM89A FAM91A1 FASN FBXL20 FBXO21 FBXW7 FERMT2 FGF2 FGF7 FGFR1 FLT3 FOXK1 G0S2 G2E3 GABARAPL1 GALNT13 GALNT7 GAREM1 GATAD2A GCC2 GFAP GGA3 GHR GLS2 GNAT1 GPATCH8 GPN1 GPR63 GRM7 GSTCD HECTD1 HELZ HEPHL1 HERC6 HIGD1A HIPK2 HMBOX1 HMGA1 HOXA10 HSPA4L HSPG2 HTR2A HTR4 IARS1 IFT74 IGF2R IKBKB ILDR2 INSR IPO7 IPPK ISLR IVNS1ABP JARID2 JPH3 KANK1 KCNG4 KCNJ2 KCNK10 KCNN4 KCTD8 KDSR KIF1B KIF21A KIF23 KIF3B KIF5B KIF5C KLHL2 KRTAP11-1 KRTAP4-6 LAMC1 LAMP3 LARGE2 LATS1 LDLRAD2 LGR5 LITAF LRIG1 LRIG2 LRP2 LRP6 LRRK1 LRRN3 LSM11 LURAP1L LUZP1 LYPLA2 MAMSTR MAN2A2 MAP2K1 MAP3K13 MAP3K9 MAP7 MASP1 MCU MED26 MEOX2 MEX3C MFN2 MGAT4A MIDEAS MKNK1 MKX MNT MOB3B MOB4 MTFR1L MTMR3 MYB MYBL1 MYEF2 MYLK MYO5A MYO5B MYT1L N4BP1 NAA25 NAPG NAV1 NCS1 NECTIN1 NF1 NFATC3 NHLRC2 NOB1 NOS1 NR2C2 NRBP1 NRN1 NRP2 NSG1 NSMF NUFIP2 NUP50 OGT OMG OOEP OTX1 P3H2 PABIR2 PAFAH1B1 PAFAH1B2 PAG1 PAPPA PARVA PCDH17 PCDH9 PCMT1 PDE3B PDIA6 PDK4 PDZD8 PEDS1-UBE2V1 PELI2 PEX13 PHF19 PIAS2 PIK3R1 PIP4P1 PIP4P2 PISD PLAG1 PLPP1 PLRG1 PLXNA4 PLXNC1 PNPLA6 POU2F1 PPM1A PPM1E PPP1R11 PPP2R1B PPP6R3 PPT2 PRDM4 PRRC2C PTCH1 PTH PTPN3 PTPN4 PTPRD PTPRR QKI RAB11FIP2 RAB30 RAB9A RAB9B RAD23B RAD50 RARB RASEF RASGEF1B RASSF8 RBBP6 RBM12 RBM24 RBM6 RBPJ RECK RELN RET RETREG2 RFK RFX3 RGMA RICTOR RNF10 RNF144B RNF217 ROCK2 RORA RPS6KA3 RPS6KA6 RREB1 RS1 RSPO3 RUNDC3B RUNX1T1 SALL1 SALL4 SAMD10 SAV1 SCN8A SCOC SEC24A SEH1L SEL1L3 SEMA3A SEMA5B SEMA6D SEPTIN2 SERBP1 SESN1 SETD3 SGK1 SH3GL2 SHOC2 SIK1 SIPA1L2 SIRT4 SKI SLC11A2 SLC12A2 SLC13A3 SLC20A2 SLC25A37 SLC2A14 SLC35G1 SLC36A1 SLC39A10 SLC4A4 SLC6A11 SLC9A6 SLIT2 SMAD7 SMIM13 SMURF1 SNRPB2 SNTB2 SNX16 SOBP SOCS6 SON SOX6 SPRED1 SPRYD3 SPTBN2 SPTLC1 SREK1 SRPRA SSR1 SSTR3 ST7L ST8SIA3 STK33 STOX2 STRADB STXBP3 STXBP5 SUCO SUMO3 SUSD6 SUZ12 SYDE2 SYNJ1 SYNRG SYPL1 SYT3 SYT4 TAB3 TARBP2 TBL1XR1 TBP TBPL1 TCAIM TENM2 TFAP2A TFCP2L1 TGFBR3 TGIF2 TLK1 TLL1 TMC7 TMCC1 TMEM100 TMEM135 TMEM154 TMEM178B TMEM183A TMEM199 TMEM245 TMEM268 TNFSF13B TNRC6B TRABD2B TRAM1 TRANK1 TRIM66 TSC22D2 TTC14 TUBA4A UBE2Q1 UBE2V1 UBE4A UBE4B UBFD1 UBN2 UBQLNL UNC13A UNC5D UNC80 UROS USP15 USP25 USP3 USP31 USP42 USP44 UTP25 VEGFA VPS33B VPS4A VTI1B WBP11 WEE1 WIPI2 WNK3 WNT3A WNT7A WWC1 XPO7 YTHDC1 YWHAH ZBTB34 ZBTB39 ZBTB44 ZBTB46 ZC2HC1A ZC3H13 ZCCHC2 ZCCHC3 ZDHHC15 ZFHX3 ZFHX4 ZMAT3 ZMYM2 ZNF367 ZNF449 ZNF622 ZNF691 ZNHIT6 ZNRF2 ZNRF3 ZSCAN31 MIR6839_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6839_3P ACAT2 ADAM12 AKT3 ALCAM AMDHD1 AMOTL1 ANGPTL1 ATG5 ATXN1 ATXN7L3B AZIN1 BMP2K BRCA1 CABP4 CALD1 CAV1 CBLL1 CCDC32 CD24 CDC37L1 CDYL2 CEBPG CFAP47 CHRNA9 CHST11 CNBP COL1A2 COL4A2-AS2 COL5A1 DDX42 DENND5B DHX57 DISC1 ECT2 EFCAB5 EFR3B EIF5AL1 ELAVL4 EML5 ENSA ERGIC2 FAF2 FMC1-LUC7L2 FNDC5 FOXK2 FRZB GAB1 GAD2 GLTP GPR6 GPX3 GTF2A2 GTF2F2 HECW1 HNF4A HOXA1 HSPB2 HYCC1 IGSF6 ILDR1 IQCH JAM3 KAT6A KIAA0753 KLHL7 LETM2 LRP6 LSM12 LUC7L2 LZTS2 MAB21L2 MAML2 MAP3K8 MAPK10 MARCHF6 MCM3 MED13L MEIOC METTL13 METTL9 MIEF2 MMP16 MMP21 MS4A1 MTRF1L MYH11 NANOS1 NR3C1 NUP88 NUTF2 ONECUT2 PCDHA9 PIKFYVE PLEKHA6 POLR3F PPM1N PPP4R4 PRLR PRR12 PRRG1 PRRX1 PTCHD4 RALYL RASSF8 RBFOX1 RFX4 RHNO1 RIMBP2 RSU1 RTN4RL1 SDCBP SLC12A5 SLC16A9 SLC25A3 SNX18 SPRED3 SPRY3 SUSD5 SYCE2 TAX1BP1 TCAF1 TCF4 TCP10L2 TEAD4 TENM3 TMEM106B TMEM154 TMEM9B TMSB15A TNRC6C TRIL TRIM33 TSHZ1 TSTD2 TXLNB TXNDC5 UBR3 UGT1A1 UGT1A10 UGT1A3 UGT1A4 UGT1A5 UGT1A6 UGT1A7 UGT1A8 UGT1A9 UNC5C UVRAG VASH1 VDAC3 VPS54 WIPF2 XKR4 YY1 ZFYVE28 ZNF134 ZNF322 ZNRF3 MIR6839_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6839_5P ABITRAM ANKRD33B APOLD1 ARFGEF3 ARHGAP28 AZIN1 BICD2 BTC C1RL CAND1 CAST CCNE2 CD164 CD1E CDK6 CERKL COLGALT2 CREBBP CT47B1 CTDSPL CYB5R2 DACT1 DBN1 DNAJA2 DNMT3A DYNC1LI2 EMC7 EPCAM ESRRG FABP2 FBXL17 FBXW10B FER FEZF2 FKTN FRG2 FUT1 GALNT15 GALNT4 GCOM1 GIPC3 GPATCH11 GPR107 GUCA1C HMGN1 KCNA1 KCNIP4 MAP3K20 MAP3K3 MAPK6 MARCHF6 MID1IP1 MMD2 MYB MYOC NAA25 NCK1 NEGR1 NPM1 ONECUT2 OSTC OTUD1 PALS1 PCDH11X PCDH11Y PGRMC1 PLS1 POC1B-GALNT4 RAB11FIP2 RAB27A RASAL2 RBFOX1 RBL2 RUVBL1 SAMD12 SDHA SFT2D3 SLC26A9 SMAD4 SMPD3 STAG2 STN1 SYF2 SYTL5 TCF4 TDG TK2 TMEM135 TMEM176B TMEM199 TMEM255A TMEM70 TMX4 TRABD2B TTC30A UNC5B UNC5C UPF3B USP14 USP6NL VEGFA WASF3 WDR26 ZBTB41 ZMYND8 ZNF534 ZNF664 MIR6840_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6840_3P ABCD3 ACSL1 ADA2 ADCY6 ADCYAP1R1 AIF1L ALPK3 ANKLE2 ASIC4 ATG4B ATP6V0B ATP8B2 B4GALT1 BCL2L10 BRMS1 C6orf120 CA10 CALCR CASP8AP2 CDH9 CEP170B CHAC1 CHN1 CHRM1 CHTF8 CKLF-CMTM1 CMTM1 CNBP CNNM4 CPXM2 CRTC1 CYLD DCAF8 DHX33 DIAPH1 DISC1 DLG4 DLK1 DNAAF11 DNAJC11 DUS4L E2F2 EPHB2 ERICH1 FBXL18 FBXO32 FREM2 FUT6 GABBR2 GALNT15 GPATCH2L GPX5 HDAC7 HECW1 HEY1 HLA-DMB HMGCS2 HP1BP3 HRH3 INTS14 JADE2 JAM2 KANK4 KIAA0232 KIF13A KRTCAP3 KSR2 LDLRAP1 LHFPL2 MAFF MALL MANBAL MAU2 MDM1 MEF2D MLEC MOCS1 MYRF NAT8L NAV1 NDST1 NETO2 NGDN NR1H3 NT5DC3 PAN2 PANK2 PAX5 PDE4A PDE6A PDGFA PDLIM2 PFKFB3 PGPEP1 PHF20 PLB1 PLEKHA5 PPP1R10 PPP1R11 PPP2R5B PSENEN RAB9A RALA RAPGEF4 RCAN2 RCC1 RCE1 RELCH REV1 RIMS4 RINL RIT1 RNF220 RTKN2 S1PR5 SAMD8 SCN3B SERTAD1 SH3TC2 SHISA7 SLC2A12 SLC47A1 SLC5A5 SLC6A6 SLC8A2 SLIT3 SNX22 SPRING1 SRF SRRM4 STC1 STIM1 STK3 STK38 STOX2 TAP2 TFCP2L1 TFE3 TFF3 TGIF2 TMEM87A TNFRSF1B TOX3 TRARG1 TRIM66 TRPV6 TRUB1 TSPAN11 TTPAL UBR2 UBTD2 VAMP1 VCP VPS53 WFDC13 WNT4 WSCD1 ZBTB6 ZDHHC5 ZFYVE27 ZNF543 ZNF740 ZNF783 MIR6841_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6841_3P ACO2 AKT3 BAZ2B C6 CALU CCSAP CDKL2 CMPK2 DCHS2 DDX60L DNAJC14 DOCK3 DOT1L EIF4G2 EPHA4 ESCO1 FAM120C FILIP1L FYTTD1 GADD45A GPN1 GRID2 HNRNPA2B1 HOXC4 HS6ST2 ICMT IL1RL1 KITLG LCA5 MIER3 MTARC2 MTRF1L MYBPC1 NCR2 NUDT10 ODF4 PAN3 PFKFB2 PRDM6 PRRG4 PTPRE RAB1B SGIP1 SLC28A3 SLCO1B3 SPATA13 SPTY2D1 STIMATE SV2B SYT9 TLL1 TRIP12 TXNL4A UGT3A1 MIR6841_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6841_5P ABCA1 ADAMTS6 ANKRD52 ATRN CDK6 COPA DENND2D EXOC2 FAM120AOS FAM229B GABBR1 GALP GSG1 IGBP1 LMBRD2 M6PR MAGEA8 MARVELD1 MPP4 MPZL3 NAMPT PRR32 PUM1 QSER1 RFX4 RPL31 SATB1 SKIL SMPDL3A SUZ12 TBP TES TLCD3A TMEM47 TUT4 UGT2B15 VPS13A VTCN1 YIPF6 ZNF749 MIR6842_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6842_3P ADCY1 ADGRL2 AGO1 AGO3 AHCYL2 ARHGEF15 ASCC2 ASPH BCL11A CBFA2T3 CCDC28A CDC42BPA CDKN2AIP CELF4 CEP350 CLOCK CLSPN COBL CORO1C CPEB2 CYP21A2 DAOA DGAT2L6 DRC7 EAF1 EFEMP1 EFNB3 EIF4A2 ERAP2 FAM110B FAM168A FAM205C FAM222B FLNA FTL GARRE1 GLS GPRC5C GRAMD1B GSKIP GUCD1 HSPB6 IREB2 ITGA8 KIAA0930 KLF6 LYSMD4 MAGI1 MAP2K7 MBD2 MBD4 MCUR1 MDM1 MPI MTFR1L MYEF2 MYL12A NAB1 NECTIN1 NUAK1 OR2H1 OSBP2 PCGF2 PCSK6 PHACTR4 PIK3AP1 PLPPR2 PLXNA2 PLXNA4 PPP1CB PPP1R3B PRR12 PTPRT RANBP9 RAPGEF5 RASGEF1A RASGRF1 RCC1L RERE RHOQ RPP14 RSPRY1 SCIMP SCN8A SDC3 SELENON SEMA6C SEZ6 SH3KBP1 SHROOM4 SIX3 SLC1A1 SLC43A2 SLC44A1 SMPD3 SOX12 SOX5 SRF ST6GALNAC6 ST8SIA5 STOM SULF2 SUSD6 SYT1 TBC1D16 TEAD1 THAP5 TMEM248 TP53 TRABD2B TRIM40 TTBK1 TUT4 TXLNB UBR5 VCAN VSTM2L XPO6 ZDHHC14 ZDHHC7 ZNF316 ZNF329 ZNF618 ZNF7 MIR6842_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6842_5P ABLIM3 ADGRB1 ARHGEF1 ARID3B ASIC1 ATL2 B3GNT7 B4GALT7 BANF1 BCL11B BCL2L13 C5AR1 CABP2 CAMK2A CD276 CDC25A CDK12 CDK5R2 CELF5 CETN1 CITED2 CNIH2 CNIH4 CNNM1 CNPY2 COG8 CREB3L1 CTCFL CYB5R3 CYP2W1 DAGLA DDAH1 DESI1 DLK1 DMPK DMTN DNAJB5 DOK3 DPY19L1 EFNA5 EFNB1 EGFR FIZ1 FOSL1 FOXA2 FOXO6 FOXP4 FXR2 FZD2 GGA1 GPR3 GRIN3A GSDMA HECTD3 HIP1 HOXA9 HSD11B2 HYOU1 IGF2 IGFBP5 IQSEC2 KCNIP3 KCNK3 KDM6B KLC2 KLF12 KMT2D KMT5A LEF1 LHFPL1 LIN7C LZTS3 MECP2 MEF2D MIER2 MNT MSR1 MYH14 NDFIP1 NECTIN1 NECTIN4 NEURL1B NFIC NTSR1 OLFM2 OTUB1 P2RX1 PABPC1L2A PABPC1L2B PADI2 PCYT1B PDF PHOSPHO1 PIN1 PIP5K1A PLVAP POLR2F PPP6R1 PRKACA PRKCG PSD4 PTCH1 PTGES2 PTPRD PUS10 RAB18 RAB1B RAB2A RAB3A RALY RARA RASL10B RC3H1 RPP14 RRP7A RSPO4 RUNX3 SCRT2 SEMA6A SEPTIN9 SFTPB SLC25A4 SLC6A17 SLC8A2 SMARCD1 SPNS2 SPRED3 STRADA SYNGAP1 SYT5 TBC1D30 TBKBP1 THEMIS2 TLDC2 TMEM51 TNS4 TOR1A TPBGL TRH TRIM3 TRIM58 TTC9 U2AF1L4 UPK2 VPS13D WDR33 YWHAH ZBTB7A ZC3H7B ZFR2 ZNF324 ZNF385A ZNF512B ZNF74 ZSWIM4 MIR6843_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6843_3P ADAMTS19 AIF1L ALK ALOX12B ALX1 AMMECR1L ARL4C ARL6IP1 BAZ2B BTBD10 C11orf24 C2orf69 CBLN2 CLOCK CNNM2 CRK CUL1 CUL4B DCUN1D4 DNAJB1 EML5 FBN1 FBXL7 GIPC3 GNAS GNG13 GPLD1 GPX2 GRIPAP1 GRM7 HLTF IGF2BP2 IKBKE IL20 ITPRIPL2 JADE3 JAK2 JDP2 KCNA6 KCTD14 KLF10 KLHL42 LDB2 LIN7C MEFV MFSD6 MLF1 MRFAP1 MRPL19 MSANTD4 MYH10 MYO1B NAP1L1 NDUFC2-KCTD14 NELL2 NRP1 PIGZ PLXNC1 PPP2R2D PTPRD PTPRT RAB30 RARG RTP4 RWDD2A SLC25A36 SORBS3 SPTBN1 SPTY2D1 STARD13 STK3 SUMF1 SUPT7L SYT14 TASOR TEAD1 TENT4B TGFB2 TLR7 TMEM229B TMEM263 TMEM33 TSNAX TSPAN18 UBTD2 VAPB ZNF710 ZNF839 MIR6844 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6844 ABLIM2 ABT1 ABTB2 ACACB ACAD9 ACLY ACTC1 ACVR2B ADAP2 ADGRL2 AFF2 AGPS ALG10 ALG10B ALG8 ANGPTL1 ANKRD12 ANKRD13A ANKRD34B AP4S1 ARCN1 ARFGEF2 ARGLU1 ARL8B ARMH4 ASXL3 ATG14 ATP6V1B2 ATP8A1 ATP8B2 ATXN7 BAG4 BCLAF3 BIRC6 BLTP3B BMAL1 BMPR1B BORCS7 BRCA2 BRWD3 C21orf62 C2orf88 C6orf62 C9orf153 CA10 CACNG3 CALB2 CAPS2 CCDC28A-AS1 CCL2 CD200R1 CD83 CDH11 CDH23 CDK4 CELF6 CELSR2 CHMP2B CHORDC1 CHST7 CLDN20 CLOCK CLTC COA5 COG3 COL3A1 COL6A3 COL8A1 COL8A2 COPS3 CPNE4 CREBBP CREBZF CREG2 CRYBG3 CSRNP2 CTBP2 CUL4A CYB5B CYBRD1 DCAF12L1 DDAH1 DDX18 DDX21 DDX3Y DDX43 DENND2D DISC1 DMTF1 DNAJC3 DNAL1 DSCAML1 DSE EBNA1BP2 EHF EMB EMC4 EML6 ENPP4 EP300 ERC1 ETS1 ETS2 EXD2 FAM20B FBXO33 FBXO38 FLG2 FOXD1 FOXP2 FPGT FREM2 FRYL FUT9 FYTTD1 FZD4 FZD5 GADD45A GALK2 GDNF GJA5 GLI3 GLIPR1 GMNC GNPTAB GOLGA6L4 GOLGA6L9 HBS1L HERC1 HLA-DOA HLTF HPDL HS2ST1 HS3ST3B1 HTRA4 HYCC2 IAPP IDS IGF2BP2 IL1RAP IMP4 INO80D INVS IQCJ IREB2 IRX3 ITGA6 ITGA8 IYD JAM2 JPH4 KCNJ1 KCNQ3 KDELR2 KIAA2026 KIF13A LDLR LGALSL LIN54 LINC01517 LINC02909 LPL LRRC19 LRRC39 LRRC74B LRRTM3 LSM14A MAGI1 MAGI3 MAN1A2 MAP1B MAPK1 MAPK6 MBD5 MFSD14A MFSD14B MGAT4A MICAL2 MLLT3 MLX MME MMP21 MORF4L2 MPP7 MRPS35 MRTFB MST1L MTA1 MTMR2 MTX3 MYBL1 MYLK3 NBEA NCOA3 NEGR1 NFATC2 NLGN1 NLK NMT2 NOX4 NPAS3 NPIPB11 NPIPB13 NPIPB3 NPIPB4 NPIPB5 NPL NR2C2 NR2E1 NRP1 NTNG1 NXNL2 ONECUT2 OPRM1 PABIR2 PAX9 PBX1 PCDH17 PDE11A PDE8A PDPK1 PGAP1 PHF20 PHF3 PIGH PIWIL4 PLCB1 PNP POLR3G PPARGC1B PPM1E PPP2R2A PRPF4B PRTG PSD3 PSG3 PSG6 PSG9 PSMA5 PTGS2 PTK2 PTPN22 PTPRD PTPRQ RAB27B RAB5B RANBP17 RASSF8 RBMS3 RHOBTB1 RIC3 RIMS2 RIN2 RNF148 RNF217 RS1 RYR2 S1PR1 SACM1L SEC31A SENP1 SEPSECS SGIP1 SH3BGRL SHTN1 SLC10A7 SLC16A14 SLC24A2 SLC35B3 SLC35B4 SLC8A1 SLIT2 SMARCA5 SMCP SNAI2 SNTG1 SNX1 SNX21 SORCS2 SP1 SPINK5 SRGAP1 SSPN STK3 STOML3 STRIP2 STX17 SYAP1 SYN2 SYNJ2BP SYPL1 TBC1D12 TBC1D8B TCEAL1 TDRD3 TDRD7 TES TFDP2 TGFBR2 TLE4 TLNRD1 TMEM135 TMEM144 TMEM169 TMEM41B TMEM63B TNFAIP8 TRAF3 TRDN TRHDE TRIM9 TSHZ2 TTR TXLNB UBE2G1 UBE2H UNC119 UNC80 URI1 USP49 UTY VAMP7 VAV3 VDAC3 VEGFA VPS13A WAPL XPO4 XRCC4 YBX3 ZBTB39 ZBTB41 ZC3H10 ZEB2 ZFHX4 ZKSCAN8 ZMYND11 ZNF121 ZNF148 ZNF200 ZNF208 ZNF257 ZNF277 ZNF331 ZNF607 MIR6845_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6845_3P ADORA1 AGAP1 AGAP3 AMMECR1L ANK1 AP4E1 ARMC10 ATP2B4 AUTS2 BRD2 C11orf68 C1orf21 C22orf46P CCDC57 CCP110 CCT6A CDX2 CHCHD3 CHD7 CLCN3 CLOCK CNKSR2 CNTNAP2 CPEB2 CPEB4 CYB561D2 DEGS1 DES DTNA EIF3L ENSA ETV3 EVC FPGT-TNNI3K FRMD5 FRMPD4 GATM GBX2 GLUL GOLGA7 GTF2F2 HLF HNF4G IGF2BP1 IL1RAP ING5 KCNB1 KCND1 KDM2B KIAA1522 KLHL8 KPNA6 LAMC1 LHFPL6 LPP LRRC15 LRRTM4 LSAMP MAPK14 MEX3A MOSMO MRTO4 MXI1 NDRG3 NFAM1 P2RY13 PABPN1 PANK3 PAPPA2 PCDH18 PIGA PIK3C2B PLD5 PLEKHM3 PLP1 PLS3 PLXNA1 PLXNA4 PPARGC1B PRDM4 RC3H1 RIN2 SH2D1B SKP2 SLC12A5 SLC24A2 SLC6A17 SLC9A9 SNRK SP1 SPOPL TASOR TBC1D1 TMPRSS11D TNFRSF13B TNFSF11 TNNI3K TNRC6B TPM4 TREML2 TRIB2 TRUB1 TVP23C USP37 VOPP1 ZFP1 ZFP90 ZNF117 ZNF124 ZNF135 ZNF138 ZNF181 ZNF195 ZNF268 ZNF28 ZNF302 ZNF395 ZNF426 ZNF439 ZNF440 ZNF468 ZNF493 ZNF559 ZNF559-ZNF177 ZNF589 ZNF594 ZNF611 ZNF676 ZNF677 ZNF701 ZNF761 ZNF763 ZNF765 ZNF781 ZNF808 ZNF813 ZSWIM9 MIR6845_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6845_5P ABLIM3 ALPG ANKMY1 ATG7 ATP1A3 BCL9L CD99L2 CDH8 CEACAM19 CHTF8 CPLX2 CRTC2 CSPP1 CYB5RL DRP2 DZIP1 ERN1 ESPN FAM219A FAM53B FBXL5 FGF23 GGA3 GNAZ GNG13 GPR137B GRAMD1B IQSEC2 IQSEC3 KCNQ2 LOXL3 NGFR PARL PENK PGP PHKG1 PIK3CA POLDIP3 POM121 POM121C PRELP RASD2 RCAN2 SDC3 SDK1 SLC25A29 SLC35F6 SMAD3 SOGA1 TIMP3 TMCC1 TMEM104 TOB2 TPPP TRIM28 TRIP12 TSPAN18 TYR UBR7 USF2 WDR48 ZNF677 MIR6846_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6846_3P ABCD1 AP4B1 ARL4D BTNL8 C5orf15 CTPS1 DZIP3 EPHA7 GALNT7 GNE IRS2 LILRB1 MRAS NDUFAF6 NR3C1 PLS3 RNF165 SETD1A SLC10A7 SLC26A8 SP5 SPO11 TCF20 TNPO1 VCAN VPS53 MIR6846_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6846_5P ABTB2 ADGRL1 ARG1 B3GNT3 B3GNT7 BMERB1 CASTOR1 CASTOR2 CCDC97 CDK16 CHN1 CHP2 CMTM5 CNN1 CPLX1 CPLX2 CRHR1 DDX39B DISC1 DVL3 EIF5A FAM53B FGR FOXK1 GALNT6 GEMIN8 GPANK1 HDAC7 HNF4A IGF2 IL27 INKA2 IQSEC2 KCNAB2 KCNJ10 LFNG LRP10 LSG1 MDGA1 MIDEAS MLF1 MMP15 MPP2 MYORG NACC1 NAPA NAT8L NCDN NCKAP5L NDEL1 NFIC NOVA2 NTSR1 OR51E2 OSBP2 PDGFB PEDS1 PPP1R9B PRKCA PRSS8 RPUSD1 SCNN1A SCRT1 SCUBE3 SEC11A SHB SIRPD SIT1 SLC12A4 SLC8A2 SPRED3 SRD5A1 SRRM3 SYT7 TCEANC2 TNFRSF10B TPSAB1 TPSB2 UBE3A USH1G USP21 WNT1 ZC3H7B MIR6847_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6847_3P ADAM9 ADARB1 ANO6 ARID2 ARMCX4 BROX C1QTNF3 CDH4 CHST11 CKS2 CNEP1R1 CNOT2 CPNE8 EPB41L1 EPC2 FAM24A FAM24B FEZ2 FUT9 GNAS GRM8 HIP1R HRH2 KBTBD2 KCNK15 KCTD1 KDM2B LATS2 LIMK1 LSM14A MTM1 NCOA4 NFASC PAICS PATE4 PATJ PCDH15 PHF20L1 PPM1L PPP3CB PSPC1 PTPN14 RANBP10 RGS7 SAXO2 SGCE SLAMF7 SLC44A5 SMIM14 SPA17 TAB2 TECRL TMEM43 UBE2N VASH2 ZNF174 ZNF195 ZNF268 MIR6847_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6847_5P ABL1 ACTC1 ACYP2 ADAM19 AFAP1L2 AFF4 ARHGAP24 ARL3 ARL8B ARMH3 ASF1A ASTN1 ATP1B2 ATP6V0B CA12 CAMK1D CARTPT CASR CBLN1 CD34 CD80 CD93 CDK2 CHIC1 COX6B1 CSMD1 CTBP2 CYRIB DGKE DMWD DOCK5 DPPA4 DTNA EBF4 EEIG1 EFNA5 EHHADH ELOVL2 ERGIC1 EXOC2 EXPH5 EYA3 FAM133A FMR1 FRS3 GALNT4 GNG12 GUCY1A2 HAO2 HDX HGSNAT HIF3A HMGA1 HNRNPK HPGD HPSE2 HSP90AA1 IFFO2 IGFBP5 IL10 IL1RAPL2 KCND1 KCNJ13 KIAA1522 KIF5B KLHL20 LEMD2 LRP11 LRR1 LRTOMT M6PR MAN1C1 MAP3K9 MAPK1 MMP14 MTMR10 MYO1D NFIX NRG3 OCIAD2 ONECUT2 OPCML OSBPL9 PARG PDE6A PIGG PIGR POC1B-GALNT4 POFUT1 PPP2R1B PSME3 PSORS1C2 PTGFRN RAB3C RAB5B RAD54B RALGAPB RBBP7 RBPMS RFX3 RMND5A RNF165 RNF185 RNF212 RNMT RPS6KC1 RUBCN S1PR3 SAMD12 SAMD5 SCG2 SEC22C SFTPA1 SGPL1 SH3TC2 SKAP2 SLC13A3 SUFU SZT2 TAFA1 TAFA5 TFRC TMEM161B TMPPE TNS4 TOR2A TRAM2 TRIM22 TRIM35 TRPM1 TTC1 TTC33 TTLL7 TUSC3 TWIST1 TXNIP TYMSOS UBE4B USP37 VANGL2 VAX1 VGLL4 VOPP1 YTHDF1 ZDHHC2 ZFHX4 ZMAT3 ZNF516 ZNF550 ZNF585A ZNF609 ZNF626 ZNHIT3 MIR6848_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6848_3P ADAMTS19 AIF1L ALK ALOX12B ALX1 AMMECR1L ARL4C ARL6IP1 BAZ2B BTBD10 C11orf24 C2orf69 CBLN2 CLOCK CNNM2 CRK CUL1 CUL4B DCUN1D4 DNAJB1 EML5 FBN1 FBXL7 GIPC3 GNAS GPLD1 GPX2 GRIPAP1 GRM7 HLTF IGF2BP2 IKBKE IL20 ITPRIPL2 JADE3 JAK2 JDP2 KCNA6 KCTD14 KLF10 KLHL42 LDB2 LIN7C MEFV MFSD6 MLF1 MRFAP1 MRPL19 MSANTD4 MYH10 MYO1B NAP1L1 NDUFC2-KCTD14 NELL2 NRP1 PIGZ PLXNC1 PPP2R2D PTPRD PTPRT RAB30 RARG RTP4 RWDD2A SLC25A36 SORBS3 SPTBN1 SPTY2D1 STARD13 STK3 SUMF1 SUPT7L SYT14 TASOR TEAD1 TENT4B TGFB2 TLR7 TMEM229B TMEM263 TMEM33 TSNAX TSPAN18 UBTD2 VAPB ZNF710 ZNF839 MIR6848_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6848_5P ABTB2 ADGRL1 ARC ARG1 B3GNT7 BMERB1 CASTOR1 CASTOR2 CCDC97 CDK16 CHN1 CHP2 CMTM5 CPLX1 CPLX2 CRHR1 DCAF12 DISC1 DVL3 EIF5A FAM53B FGR FOXK1 GALNT6 GEMIN8 GPANK1 HDAC7 IGF2 IL27 INKA2 KCNAB2 KCNJ10 LFNG LRP10 LSG1 MDGA1 MIDEAS MLF1 MMP15 MPP2 MYORG NACC1 NAPA NAT8L NCDN NCKAP5L NCOR2 NDEL1 NFIC NTSR1 OR51E2 OSBP2 PDGFB PEDS1 PPP1R9B PRKCA PRSS8 RASL10B RPUSD1 SCNN1A SCRT1 SCUBE3 SEC11A SHB SIRPD SIT1 SLC12A4 SLC8A2 SLC9A1 SPRED3 SRD5A1 SRRM3 SYT7 TCEANC2 TNFRSF10B TPSAB1 TPSB2 UBE3A USH1G USP21 WNT1 ZC3H7B MIR6849_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6849_3P ADCYAP1R1 APOBEC3F ARPC2 C3orf80 CA8 CAPRIN1 CARMIL1 CHD1 CSNK1D DOK4 EEIG1 EMC1 FOXP4 GPC1 GRAMD1B GTSE1 HEYL HID1 HSDL2 JAZF1 KRCC1 KSR2 LARS1 LIMCH1 LONRF2 LUZP1 MDM4 MED22 MFSD11 MIDEAS MPRIP MTR NALF1 NFAM1 NIPAL3 NKIRAS2 NLRP1 ORAI2 PCYT1B PHF21A PLXNA1 PRND PROSER2 RAB22A RAB31 RAP1GDS1 RBMS2 RBPJ RIMS3 RNF168 RNF222 RNF44 S100A16 SAP18 SEPTIN3 SLCO5A1 SNX1 SPATS2L SPN SPTSSB SRSF4 STXBP5L TANGO2 TEP1 THAP9 TMEM170A TMEM88 TNRC6B TSC1 UBE2R2 USP31 USP9X VASH1 VCAN WWC3 ZC3H12A ZC3H12C MIR6849_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6849_5P ACVR1C AXIN2 CCDC68 CCR1 CDH12 CDH6 CRACDL CSDE1 CTXN2 ECT2 EFEMP1 FMO5 HPSE KCNJ13 KDM5A LAMA3 LRRN4CL METTL4 MLLT10 NDP NEMP2 NKD1 NOMO1 NOMO2 NOMO3 PLPP3 SHISA7 TIMM23B TMF1 TMPRSS11D TTC29 YPEL4 ZNF124 MIR6851_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6851_3P ADAM19 ADGRF5 AFF4 B3GALT1 C16orf87 CHST7 CNOT2 CNR1 CYB561D1 DAPL1 DDB2 EDARADD EIF2AK2 EN2 FAM133B FOXO4 GDAP2 GPM6A GTDC1 GTPBP2 H2AX HAPLN1 IL9R IPO11 ITGA5 IVD KCNH2 KDM7A KIAA0408 NAA15 NKX3-1 NR3C1 PGM2 PLCB1 PLCE1 PLPPR2 PPP3CC PTPN9 RALA RBFOX1 REST RIMBP2 SCN2B SERPINB1 SERTAD2 SIX4 SLC4A9 SMPD1 SNRK SOGA3 SOX11 STRADA TCF7L2 TNR VMP1 ZFP91 ZNF131 ZNF367 ZNF518B MIR6851_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6851_5P ABHD13 ADAM19 ADCY5 ADI1 ADPRHL1 ALG9 AMOT ATP1B4 ATP6V0E1 BACH2 BCAM BRSK2 C6orf89 CAPN6 CFAP44 CLN8 CLYBL COL11A2 CTDSP1 CYB5R2 DDHD1 DDN DIAPH1 DOC2A EHD4 EIF4A1 EP300 ERG28 FICD FMNL3 FTMT GDPD4 GRM5 GTPBP1 HECTD3 HEPACAM HOMER1 HOXA1 IGF2R INSYN2B KAT7 KRT4 LDLRAD2 LRRC27 MAMLD1 MDGA1 METTL21A MLXIPL MSI2 NCCRP1 NCOR2 NECTIN1 NFIC NPPC NRIP2 OS9 PATE3 PDE4D PDGFB PDLIM3 PDLIM7 PHF8 PLAGL2 PLEKHS1 PLXNC1 PMM2 PNKD POU4F1 PURB RAB44 RIMS4 RSPO4 SAMD10 SDK2 SH3RF2 SHISA7 SHOX SIRPB1 SLAMF6 SLC16A14 SLC27A4 SLC39A13 SLC8A1 SOGA1 SOX6 SSH3 ST3GAL1 TFCP2L1 TLE5 TNS4 TOB1 TSPAN33 UPK1A USP22 VPS13C WDR33 XPNPEP3 ZBTB39 ZFX ZNF253 ZNF284 ZNF286A ZNF286B ZNF385A ZNF513 ZNF609 ZNF737 ZSWIM6 MIR6852_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6852_3P AAK1 ACOT13 ADAMTS14 ADORA2B AQP9 AQR ARID5B ARIH1 ASB1 ASB13 ATP8A1 ATXN7 BTBD3 BTN3A2 C14orf132 CAAP1 CACUL1 CASKIN2 CBR4 CCND3 CCNT1 CD300E CETN1 CHM CLOCK CLUAP1 CNOT6 COBL CSMD1 CSNK1G1 CXADR CYP7A1 DAAM1 DDR1 DERL2 DHX15 DNAJC15 DYNLT5 EDARADD EP300 FAM120C FAM124B FAM171A1 FCRL4 FOXP4 FZD10 GASK1A GHR GJB2 GRIA4 GSK3B HAND2 HAPSTR1 HAUS6 HCFC1R1 HEG1 KCNA6 KCNH5 KIF5B KLHL18 LMTK2 MAPRE1 MASTL MEF2C MMP25 MRI1 MSTO1 MUC15 MXI1 MYCN MYL9 MYO10 MYO7A MYORG NAPEPLD NBPF1 NBPF11 NBPF12 NBPF15 NBPF20 NBPF8 NBPF9 NFIX NHS NOG NPR3 NTAQ1 NUGGC OAS1 ONECUT2 PAX9 PBX2 PDE1A PDIA3 PDZD2 PGAP1 PLXNA2 PPP6R3 PRDM7 PRKG1 PRKG2 PTGFRN PTK7 RAB36 RAVER2 RBM25 RBMS2 RGS3 RHBDL2 RING1 RPP30 RPRD1A RSPRY1 SAMD5 SCML1 SCUBE3 SDK1 SH3D19 SHANK2 SLC1A5 SLC24A2 SLC39A8 SLC6A20 SLITRK4 SOX5 SPICE1 SPOCK1 SUGP2 SUMO3 TAB3 TIMM23 TM9SF3 TMEM26 TMEM98 TP53BP2 TRIP11 TSC22D1 TTC14 USP14 USP19 VIRMA VSX1 WDR55 XPR1 YBX2 YBX3 ZBTB1 ZMYND8 ZNF337 ZNF343 ZNF544 ZNF589 ZNF677 ZNF83 MIR6852_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6852_5P ADARB2 AGAP1 ALS2CL ALX4 AMMECR1 ANGEL1 APBA1 ARHGAP19 ARHGAP33 ARHGEF11 ARID3B ARRB1 ATF6B ATG7 ATG9A ATN1 ATXN7L3 B3GNT7 BACE1 BBS1 BMF BMP1 BOK BPIFC BSN BTG2 BTRC C1orf116 CACNB1 CARMIL3 CASTOR2 CCDC169 CELF5 CERS1 CERS2 CLDN9 CLIP3 CNTNAP1 COL6A2 CPLX2 CPNE2 CRTC1 CUL3 CYB5RL DCTN5 DISC1 DKK3 DLGAP3 DNAI1 DNAJC13 DNAL4 DRAXIN DRG2 EGFR ELMO2 EPHB3 ETV3L FAM131B FAM168A FAM53C FBXL16 FBXO41 FGFR2 FOXJ1 FXYD6 GABPB1 GALNT1 GFAP GLIS2 GLYR1 GNAO1 GRIK3 GSPT1 HIPK1 IGFBP5 IPO7 IQSEC3 ITGA10 ITGA5 JRK KCNE4 KCNH4 KDM4E KDR KIF1A KPNA6 LASP1 LHFPL4 LIMK2 LZTS1 MAPKAPK2 MAU2 MBD6 MBTD1 MDGA2 MMP15 MRPS23 MTF1 NACC1 NALF2 NCOA5 NECTIN1 NETO1 NFAM1 NFASC NFIC NOS1 NPTX1 NTSR1 NXF1 PARP6 PAX7 PIP5K1C PITPNM2 PLEKHG4B PLXNA4 POLM PPARD PPP1R17 PRX PSMF1 PTPRE PTPRT PUS10 RAB11FIP5 RAB5B RALY RARA RBFOX3 RGS6 RIMS3 RIN3 RNF216 RPS6KA1 SCAMP4 SCUBE1 SDC3 SEPTIN4 SESN1 SESN3 SFTPA2 SH3PXD2A SHISA6 SHISA7 SIPA1L1 SLC16A2 SLC26A9 SLC38A9 SLC39A1 SLC6A3 SNURF SNX32 SOGA1 SORBS3 SOX10 SPR SPRY4 STC1 STK4 STRN4 STX1A SUSD2 SYNGAP1 TBC1D16 TCF7 TEPP TGFBR1 THBS3 TIMM10B TMEM127 TNRC18 TOR4A TP73 TPCN1 TSEN15 TSPAN18 TTC30B TTYH3 UBE2Q1 UBQLN1 ULK2 USH1G VEGFA ZBTB7A ZC3H4 ZNF282 ZNF496 MIR6853_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6853_3P AASDHPPT AASS ACKR4 ACTRT3 ACVR2A ACYP2 ADGRL3 ADSS2 AHCTF1 AHDC1 ALDH3A2 APC ARFGAP3 ARHGAP21 ARIH1 ATG5 ATL3 ATP1B1 ATP2A2 ATP2C1 AVIL BIRC6 C1orf21 C1orf52 C6orf62 CA13 CABP4 CCL28 CCN2 CCNT2 CCPG1 CDCA2 CDH11 CDH13 CEP44 CEP57L1 CLRN1 COL14A1 CPEB2 CPLX3 CRISPLD2 CSAG1 CSF2RB CT55 CTBS CXCL5 DCLK1 DCLRE1B DENR DIP2C DMXL1 DOK6 DOLPP1 EBF2 ELAPOR2 ELP4 EP300 FAM120A FAM47A FIGN FLRT3 FMR1 FREM2 FUT11 GABRG1 GANC GAP43 GCNT2 GLRX2 GLYR1 GRIA4 GRIK2 GTDC1 GVQW3 HDAC8 HELB HIRA HPGD HS2ST1 HSPD1 IGSF10 IL5RA IRAK3 ITGAV ITGB1 KATNAL2 KCND2 KCNK1 KIAA1549L KLF12 KLF4 KMT5B KPNA4 LILRB4 LIMCH1 LRRN3 MAP4K5 MCCC2 MEGF9 MEIOC MIER3 MLIP MOSMO MSR1 NEXMIF NIPSNAP2 NRP1 NTAQ1 NUS1 OTP OXGR1 P2RX2 PACSIN2 PARP12 PDS5B PHF20L1 PIGL PMPCB POC1B POLI PPP1R3E PPP2CA PRKAR2A PROSER1 PSAT1 PSG2 PSG3 PSG5 PTPN1 PTPRM PWWP2A QKI RABIF RBPJ RDH12 RHD RHOJ RIMKLB RIMS2 RMND5A RNF138 ROBO2 RPGR RPS6KA3 RPS6KB1 RSAD1 RSU1 RXFP1 RYR2 SAR1A SCAI SDHA SECISBP2 SGIP1 SH3RF3 SLAMF1 SLC27A2 SLC35A3 SLC4A5 SLC66A3 SLC6A11 SLCO3A1 SMAD7 SMCHD1 SMNDC1 SNTG1 SOX6 SPAG9 SPATA9 SPCS3 SPOPL SPRED1 SPRY3 SSTR1 TBC1D4 TCEAL8 TCOF1 TCP11L2 TDRP TIMM23B TIMM8A TM6SF1 TMEM229A TMPRSS12 TRMT9B UBE2G1 UBE3A UBE4A UBXN2B UFM1 UHRF1 UQCR11 USP46 USP47 UVRAG WDFY3 WDR72 WDTC1 YAF2 ZBTB10 ZBTB11 ZFC3H1 ZFHX3 ZFPM2 ZKSCAN1 ZNF546 ZNF624 ZNF782 ZSCAN1 MIR6853_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6853_5P FJX1 FLT4 KRTAP5-10 NLGN2 PPIL1 SLC2A14 SLC2A3 XKR6 MIR6854_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6854_3P C14orf119 CHSY3 FAM76B FHIP2A GDF6 GRIA1 MORN5 PTPRG SLC22A11 UNC5B USP6NL MIR6854_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6854_5P ACAA2 ADAMTSL4 ADAT1 ADRA2B ALDH1A2 ANO10 ARHGEF38 ARMC8 CAPN15 CASTOR3P CAV1 CCDC6 CD36 CLMN CNOT2 COPS6 CORO1C CPD CPEB1 CXADR CXCL14 DDX60L DOK6 DTL DUSP22 EXOC4 FBN2 FGFR1 FMOD FRAS1 GANC GLCE GPR3 HID1 HOXD8 HSPA4 IL1RAP IRF6 JAG1 KLHL12 KLRG1 LIMCH1 METAP2 MRAS NFE2L2 NUFIP2 OSTM1 PCSK7 PDE1C PGK1 PLN PPARGC1A PRDM2 RAB24 RABGGTB RETREG3 RNF170 RUNX1T1 SHPRH SIT1 SLC5A7 SMARCC1 SRGAP1 SRPK2 STARD7 STON2 SUFU SYNPO2 THADA THEG TMEM225B TRIM66 TYW1 ZCCHC4 MIR6855_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6855_3P BICD1 C1orf50 CLDND1 CLEC4D CLK4 CPS1 DAB2 DCUN1D3 ESYT3 FMO2 GAN GLRA2 GSAP HNRNPA2B1 ICOS IL1RAP KAT6B KCNJ3 L3MBTL1 LCP2 LSM14A MAP1B MAPK10 MBNL1 MBOAT2 MDH1B MEAK7 MYL1 MYOCD NHLRC3 NIPBL OCLN OSGEPL1 P3H2 PDZD2 PITPNB PM20D2 PNPLA1 PROZ RGS7 SLC4A5 SPZ1 STX11 SV2C TK2 VKORC1L1 ZNF25 ZNF594 MIR6855_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6855_5P AHI1 ARHGAP12 BCAM BRI3BP C5orf22 CACNB4 CAMTA1 CASP3 CC2D1A CCDC82 CFAP210 CLIP3 CLTA COL27A1 DCP1B DDIT4L DLGAP4 DPP8 EPHA3 ETV1 FBXL20 FRS2 FXN GPSM1 GRIK5 GUCA1B GUCD1 HELZ HINFP HRH1 IGLL5 IMPG1 KPNA1 LSM2 LTN1 MEF2D MEOX1 NBN NT5C2 PABIR3 PATZ1 PCSK6 PIGA PJA2 POC1B PPM1H PPP1R3A PPP1R9B PPP6C RABL3 RASAL2 RIMS2 RORC SEC14L2 SEMA6D SHROOM4 SHTN1 SLC38A4 SPACA9 SRPK1 SUMO3 TCAF1 TCF21 UNC119 USP44 ZNF345 ZNF470 MIR6856_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6856_3P ALS2CL ANKRD26 ATP8A1 CACNB4 CALN1 CAMTA1 CCDC142 CDHR4 CDKL1 CHP1 CHPF CNTN1 CNTNAP2 CSTF2T CTCF CTCFL CXXC4 DNER ELOVL1 ERBIN FAM131B FCGR1A FCGR1BP FGD5 FGFR1 FHOD3 GNA13 GPAM HOMER2 INPP5A KBTBD8 KSR2 LETMD1 LRRC15 MED13L MIB1 MYO18A NALF1 NARS1 NCMAP NXPH1 PKM PPP2R5E PTPRO RBL2 RBM39 RPGRIP1L RPRD1A RUFY3 SERTAD2 SHC1 SLC39A10 STRBP SUFU SZRD1 TGFB1 TMEM127 TMEM25 TMEM64 TSHZ1 TTLL2 TXK UBE3A UNC5C VPS26B ZC3H11A ZC3H7A ZNF207 ZNF619 MIR6856_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6856_5P AAK1 ACTR1A ARF3 ARHGAP31 ATP1A3 ATP1B2 ATRAID BASP1 BTBD9 C11orf91 C12orf56 C1QTNF1 C2orf73 C9orf152 CACNG3 CASR CBFA2T3 CRTC1 DOCK5 DRICH1 DUSP8 DVL3 EFHC2 ELFN1 EPHA6 FER1L6 FNDC5 GAP43 GCH1 GFPT2 GNAQ GNG5 GP6 HDGFL3 HNRNPU HOXC5 IL10 ISL2 KCNH7 KLF9 KLRC3 KRTAP4-4 LGR6 LHFPL4 LILRA1 LRATD2 LSM12 LZTFL1 MAP1B MAP7D1 MLEC MLX MPIG6B MTA3 NAT2 NDRG3 NMBR NMNAT2 NR3C1 NSD1 NT5E PATE4 PCYT1B PEG10 PEX19 PHF21A POU2F2 POU4F2 PTGFRN RANBP1 RBFA RIMS3 RNF170 RORA SAMD4B SCN7A SCUBE3 SDK1 SF3B1 SFMBT2 SMAP2 SMIM43 SMUG1 SOGA1 SPA17 SPINT1 SPRY3 STAC STYX SUMO3 TENT4B TMA7 TMEM121B TNFSF15 TNRC6B TOM1L2 TSPAN6 TWIST2 TXNDC8 USB1 USP13 XYLB ZC4H2 ZKSCAN8 ZNF24 ZNF671 MIR6857_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6857_3P ABI1 ATP2A2 B3GALT1 C1orf115 CCDC102B CLCC1 CLDND1 COL22A1 COL2A1 DAB2 DAP DPH3 DRD5 DSG2 DUSP3 DUSP4 EGFL6 ESPN FRAS1 GAN GNS GOLGA2 GPR88 HDDC3 HERC1 HNRNPA2B1 ICOS ITGBL1 KCNK12 MAP3K20 MAP4K4 MAPK10 MAPK9 MFNG MMP1 MOB1A NF1 NFASC NPAS3 NPL NRCAM NSF NSUN7 PAK2 PAPLN PARP8 PDCD7 PIK3CB RFPL4B RLBP1 RNF170 RTN3 RUNX2 SDC3 SESN3 SGIP1 SLC17A1 SMIM43 SNRPN SNURF STXBP5 TET3 TLR4 TMEM178B TRPA1 TTF2 UMPS VWC2 ZBTB10 ZNF182 ZNF215 ZNF652 MIR6857_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6857_5P ABCB7 ACVR2A ADGRA3 AGPS APH1A ARGFX ARID4A ATOSA ATP2B4 BCAM BMP7 BRWD1 BTN3A1 C3orf36 CLCF1 CLIP3 CREB3L2 CRYBG3 CSNK1A1 DCLRE1C DENND1B DEPDC1 ELAVL3 ELK1 ENPP1 FGFR1 FOXM1 GOLT1A GRIA1 GRIN2B HECTD3 HNRNPD HOXA3 HSD17B11 HTR3E IFNLR1 IGF2 ILDR2 ISM1 LARGE1 LMO7 LRRC38 MAP10 MAP3K12 MICU1 MYO15A NECTIN1 NRL PARPBP PGRMC2 PIK3CA PKP2 PLEKHS1 PSMD2 RASGEF1B RPS6KA1 RTKN2 SGCB SHC1 SLC25A23 SLC38A1 SLC39A13 SPATA31C2 SRXN1 ST7 TAC3 TADA3 TAP2 TMEM169 TOM1 TP53AIP1 TRAM1 TRIM67 TULP1 UAP1L1 WARS2 WDFY3 ZMAT2 ZNF585B MIR6858_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6858_3P ACVR2A ADAMTS15 ANKRD61 ATG5 BNC2 BSPH1 CCDC103 CCDC126 CNTN1 CREBL2 CRTAP CXXC5 DENND5A DGKH ELK4 ELOVL6 ENTPD1 GIT1 HECTD1 HMGB1 IRF5 JAG1 MBNL3 MFAP5 MFGE8 MFSD14A MYCBP2 NF2 NOVA1 OVOL1 PDPK1 PHF8 PREX2 PRSS54 PTBP3 RIPK4 ROCK2 RRAS2 SEMA3D SGCD SH3PXD2B SRI SYTL4 TRIM10 TUSC2 WDTC1 MIR6858_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6858_5P ANKUB1 ARHGEF39 ATP12A BAZ2A BCAT1 BLMH BRPF3 CCDC127 CCDC178 CD84 CEP120 CIT ENDOD1 ESYT1 EXOC8 FAM167B FAM168A FMNL3 FNDC3B FOXJ2 GABRA6 GFRA1 GPR65 GRIN2A GRSF1 GSDMC IGF2R ING3 IPO5 KAT7 KIAA1549L KRT40 LEPROT LUZP1 MIER1 NRN1 PRKRA RACGAP1 RNASE2 RTL5 S1PR1 SCAF4 SEMA7A SH3TC2 SLAMF7 SLC25A36 SLC34A1 SLC35F1 SNPH TMCO1 UBE2QL1 UBXN7 VRK3 VWC2 WNT1 ZBTB39 ZDHHC6 ZNF280D ZNF652 ZNF99 MIR6859_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6859_3P ABL1 AIPL1 ANKRD10 ANO6 AP4B1 ATP1B3 BRF1 BTN3A2 CDH18 CRABP2 DAGLA DHRS2 EDA ERO1A GPALPP1 GPRC5B HMGCR HOXC6 HS3ST3B1 IRF6 KLRK1 MAP3K11 MCRIP1 MINK1 MTSS2 MYLK2 MYRF MYRIP PCDH7 PDE3B PHACTR4 RAB11FIP5 RIIAD1 SS18L1 STK4 TMEM100 WFDC12 MIR6859_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6859_5P ACVR2B AGL ALDH1A3 ALDH5A1 AMER1 ANK2 ANO6 AP1AR AP3M2 AR ARHGEF35 ARID4A ARL3 ARMCX1 ASTN1 ATE1 ATF7IP ATP8A1 BAZ1A BTF3L4 BUB3 C11orf87 C17orf67 C1orf198 C4orf33 CAMK1D CAP1 CBLN4 CBX3 CCNT1 CD302 CDH12 CDIN1 CEP135 CEP350 CFL1 CLDND1 CNR1 CRADD CREB3L2 CSNK1G3 CTNNA1 CTTNBP2 CYRIB DCX DDO DDX17 DDX52 DEFB132 DEPDC4 DLG2 DLGAP4 DOCK5 DYRK1A EGLN3 ELAVL4 ELFN1 EPS15 ERCC1 ESRP1 ESYT3 EXOC6B F9 FAM120B FAM98B FBXO45 FNDC5 FSD1L GALR1 GANAB GATA4 GCFC2 GDPD1 GFRAL GLDC GNAQ GPATCH2 GPLD1 HAUS6 HDAC9 HDGFL3 HELQ HERC3 HIF3A HLA-DRA HNRNPK HNRNPR HOXB2 IMPACT INO80D IRF9 ITCH ITGB8 ITM2B KATNIP KIF3A KIF5B KLF8 KLHL31 KPNA1 KPNA3 KRAS KRIT1 KTI12 LCE2B LMAN1 LMBRD1 LMBRD2 LRRC27 LY75-CD302 MACO1 MAN1C1 METTL13 MIER3 MMACHC MN1 MTMR10 MYADM NAV3 NCOA5 NEBL NMNAT2 NRCAM NUP98 OGA OR2L13 OTUD7B PANK3 PDCL3 PDE1C PI15 PLEKHB1 PM20D2 POGK POLQ PPM1A PRDM1 PRDM4 RAB18 RAB31 RABL2A RABL2B RABL3 RALA RARB RASAL2 RBBP4 RBM20 RC3H1 RCBTB2 RNF212 RNF212B RNLS SC5D SCUBE3 SDC1 SEC22B SEC63 SETD4 SKA2 SLC16A2 SLC26A1 SMG7 SNX25 SPATS2 SPTLC3 STAMBP STK35 STK39 STXBP5 STYK1 SUFU SUSD1 TBCA TCP1 TDRD1 TEAD1 TLL2 TMEM126B TMEM19 TMOD2 TOR1AIP1 TP53INP2 TPRG1 TRA2A TRIM8 TSPAN6 TSR2 TTC14 UNC5C USB1 USP49 VPS37A VWA5A WDR19 WDR36 XBP1 XPO7 ZBTB20 ZBTB41 ZDHHC3 ZFP36L1 ZFP36L2 ZFYVE26 ZNF264 ZNF609 MIR6860 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6860 ABCB8 ACP6 AHI1 AKAP13 APBB2 APPBP2 ARF6 ARNT2 ARRDC3 ATP8A1 BTRC C1orf210 CCNT1 CCP110 CEACAM7 CHL1 CKAP4 CMKLR1 CMTR2 COL4A5 CREB5 CRTC1 CXXC4 DAB2IP DCTN5 DDX11 FAM120C FBXO33 FGF14 FMO5 FMOD FOXP4 GAB2 GABRA1 GDNF GIPC3 GPI GPR62 GRK6 H6PD HIVEP3 HOXA13 IFT122 IPO9 JRK KCNB1 KCNK2 KDM2B LARP1 LRRC31 LRRC41 LRRTM3 MARCKSL1 NDOR1 NECTIN1 NF2 NLRP14 NOS1 NRP1 NUDT19 NUFIP2 NXF1 PHF21A PLEKHM1 PLOD1 PPP2R2B PPP3CB PRND PRR14L PSD3 PTEN PTGES3L RAB11FIP3 RARB RBMS2 RC3H1 RD3 RMI1 RPL28 RYBP SAR1A SEC14L1 SEC63 SIDT1 SIKE1 SLC25A12 SLC6A4 SMAD6 SMPD1 SPRTN SRFBP1 SRR SSH2 TANGO2 TCTN3 TFAP2A TMEM127 TMEM41B TPI1 TRABD2B TRMT13 WNT4 YAP1 YTHDF1 ZBTB8B ZNF322 ZNHIT6 MIR6861_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6861_3P ABHD3 ACSS1 ASB7 ATRN BTG2 C9orf152 CAMK2G CBFA2T3 CNOT2 COL13A1 DMBX1 DPY30 ETF1 GABRA1 GOLPH3 GRIK2 HECTD4 HNRNPA0 IKZF2 ITGB1BP1 KCNB1 KIAA0040 KLC4 LRCH2 LYPD8 LYST MARCHF2 MDP1 MEST NDST1 NKAIN3 PHLDB1 PIGM PPP1R8 ROR2 RTF2 SACM1L SHISA7 SUV39H1 SVOP SYNJ2 TBL1XR1 THOC1 TMEM50A TMPRSS2 TRAF3 TTC19 TYRP1 ZNF211 MIR6861_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6861_5P AGBL2 ANKRD12 AVIL AZIN1 C1orf87 CC2D2A CDC42SE2 CHD1L CLCN5 COLEC11 CREB3L3 DARS2 DBF4B DMP1 ELOVL2 EML2 EVI2B FAM104A FCGR3A FCGR3B GIPC3 GPR15 HDGF INHBA KCTD11 L1TD1 LACC1 LPP LZTS2 MARCKS MBNL1 MED28 MID1 MOB3C MYORG NAIF1 NDUFA10 NEDD1 NLK PDE3A PEG10 PLEKHS1 PPP1R3F PROSER3 PURB RB1CC1 RILPL1 RPN2 S100Z SASH1 SLC26A3 SLC2A10 SLC5A9 SMARCA2 SMTNL2 SNX2 SP1 SP140 SYNGR2 TARDBP TBC1D7 TMED5 TNFRSF11A TPPP3 TREM1 ZBTB18 ZCCHC12 ZFP3 MIR6862_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6862_3P CADM1 CCNT1 ENDOV FBXL5 GORASP2 IDS ITGAV ITPRID2 KCNB1 LCOR MAFB NAV2 OOSP2 PLCXD2 PLOD1 POGLUT1 PPM1A RORA SDK2 SPHKAP STT3A SYNPO2 TMEM121B TNFAIP8L3 VPS53 ZKSCAN2 ZNF322 ZNF35 ZZZ3 MIR6862_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6862_5P AASDHPPT ADAM22 AFTPH AKIRIN2 ALOX15 ARF3 ARHGAP36 ARMC3 ATP2B4 ATXN7L3B BTBD1 CADPS CAMK4 CARNS1 CHID1 COL4A3 CUL4B DENND3 DTD1 IQSEC2 ITGA3 KCNA6 KIF5B KLHDC1 MAPK8 MDGA1 MDK MEIS2 MUC13 MYL12A NBN NECTIN1 NUDT19 PABIR1 PCMT1 PPT1 PTPN23 RALGDS RANBP6 RIPOR2 RNF148 SNX18 STAG1 THRB TM9SF1 TMED3 TNN TRPM1 USP31 XPO1 MIR6863 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6863 AVL9 DMD GRK1 SEC22A SH3BP5 SPDYE1 SPDYE5 SPDYE6 TTC31 ZNF497 MIR6864_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6864_3P ABCB10 ANTXR1 ARHGAP29 BMPR2 BZW1 CALCRL CCT6B CDK2AP1 CHL1 CHRNA9 CNTN1 EIF4A2 EMP2 EPB41L4A ETV5 FRMPD4 FXR1 GASK1B GPATCH2 HDAC9 HRH4 KAT6A KHDRBS2 KIRREL1 MAP1A MAPK3 MRPS18B MTARC1 MTCH2 PLA2R1 POT1 PUM1 RBM8A RFLNB RIMBP3B RPL13 RSKR RSPRY1 STK39 SV2B USP15 USP22 VSNL1 ZBTB41 ZNF331 ZNF443 ZNF662 MIR6864_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6864_5P AAK1 ANGPTL2 APBB1 ARID4B ATP1A2 AUTS2 B3GNT2 BAZ2A BPHL BTBD6 C17orf98 C7orf31 CCL18 CDC14A CDK5RAP2 CENPO CEP170 CPA6 CPLX2 CPNE8 CYP7A1 CYP7B1 DCANP1 DCTN4 DCX DDX52 DYNAP E2F6 EPHA4 ERAP1 FAM20B FRMD5 FUT10 GATA2 GLO1 GNS HEYL HSBP1 HTR2C INO80 ITPK1 JARID2 JPH2 KDM5B LIN7A LRATD2 MANBAL MAOA MPHOSPH9 MYRIP NSD3 OPCML PICALM PPP4R3A PTPMT1 RABL2A RABL2B RANGRF RASGRF2 RBPMS RGS10 RITA1 RRM2B RSPO3 SGO2 SLCO3A1 SLN SMIM9 SMOX SNX3 SOX10 SPAST SRFBP1 SUMO2 SUPT3H TBX15 TICRR TIMP4 TNFRSF21 TNFSF4 UBE2D2 UCHL1 VDAC1 XKR6 ZFP82 ZNF680 ZNF691 MIR6865_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6865_3P AKIP1 AMOT APH1A BHMT2 BMI1 BTAF1 BTF3L4 C11orf71 C6orf62 CC2D1B COMMD3-BMI1 COX14 DSG4 ELFN2 F13A1 FAM120A FBRSL1 FMNL3 GPX1 GRID1 JARID2 KCNQ2 KDM6B KRBOX5 MAPT MEIOC MTF1 NFASC NSF PAX5 PCDH15 PCSK7 PLEKHO1 PRSS55 PRUNE1 RHO SLC26A5 SLK SMG7 SPATA33 TFAP2D TMEM170B TSPAN9 WDTC1 ZNF773 MIR6865_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6865_5P ABR ACY3 AK9 ARFGEF2 ATP10B ATP9A ATXN7 BBOF1 CA7 CAMTA1 CCDC25 CHD5 CPEB2 DCUN1D4 DCX DLG1 DNAJB6 DUOXA1 EPHB1 FADS1 FAM76B FLT3 GALNT4 GCH1 GLO1 GOLM1 IDH1 IFT57 ISY1-RAB43 MED12L MYO9A NIP7 PALLD PIANP PLEKHM3 POC1B-GALNT4 PRKCI PSMB5 PTGFRN RAB10 RAB43 RNF125 SNCAIP SPECC1 STXBP3 TBP TMEM52B TOR1B UBL4A UNC13D VGLL3 VSIG10L XKR9 ZC2HC1B ZNF124 ZNF214 ZNF367 ZSWIM5 MIR6866_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6866_3P ACVR2A AFG1L AKT1S1 AP1S3 ASXL3 ATXN7 B3GALT2 BCL9 BPGM C15orf39 CAVIN2 CCNT2 CD2AP CEP97 CHST9 COG5 CPNE8 CRKL CYBRD1 DLG5 ENDOV EXOSC9 FAM200A FBXW7 FGD5 FGFR2 FNIP1 FOXN2 FUBP3 GET4 GPATCH2L GPC6 GPN1 HNRNPR ILRUN JARID2 KAT7 LRRC1 MAFB MARS2 MEF2C NBEA NIPBL OTUD1 PCDH9 PHACTR2 PHF3 PPP3R1 PTEN RSPO3 SEMA4B SFXN1 SLC12A2 SLC22A3 SLC43A3 SOS1 SPRED1 SRSF7 STX18 STX6 SUZ12 TAPBP TMEM128 TOMM70 TTC31 WASHC4 XRCC5 ZC3H12C ZC4H2 ZFP91 ZNF281 ZNF611 ZNF843 MIR6866_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6866_5P ADA2 ADARB2 ALCAM ALS2 ARHGEF40 ASCC1 BHLHE22 BLMH BLZF1 BROX C22orf46P C9orf43 CACNA2D2 CBLN2 CDC42SE1 CDKN1B CHUK COL6A3 DDX6 DNAAF10 DPY19L3 E2F5 EBF1 EFNA5 ETNK1 FAM53C FAS FBXW2 FBXW7 FGD6 GLCE GLIPR2 GRK2 HOXA10 IL1RAP ISG20L2 KAT6B KCNA1 KLK10 KRT37 KRTAP4-1 MBP MEGF9 MORN4 NFAT5 NFIB NUAK2 NUDT5 OCM OCM2 PAK2 PIP5K1A PNRC1 RAB11FIP2 SCG3 SEC22B SH3BGRL SPAG9 SPO11 STAC STRAP THEMIS2 TMEM132B TMEM214 TUBGCP5 UBE2G1 WDFY3 YPEL2 ZBTB20 ZBTB5 ZKSCAN2 ZKSCAN4 ZNF583 ZNF91 MIR6867_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6867_3P ACSM2A ACSM2B ADIPOR2 AGAP1 APLN ARMC9 ASIC1 ATXN7 B3GNT5 BARX2 BSN C22orf46P CCR2 CD300A CDK5R1 CPD CR1 CSPG4 DTX4 DUSP6 E2F3 EDEM1 EDN1 EFCAB14 EFEMP2 ELOVL3 EMX2 EN1 ENPP1 ENPP3 EPAS1 EPC1 ESRP1 FAM120C FAM170A FOXK1 GLI3 GPATCH2L GPR161 GPR173 GPRC5B GTPBP2 HMGA2 HOMER1 HOXB7 HOXD13 HS1BP3 IFRD1 KCNMA1 KCNQ3 KDM3B KMT2A KPNA4 KRBOX4 LIFR LYRM9 MAP1A MAP2K4 MGAT5 NFASC NPVF NUP88 PCM1 PI4K2A PLEKHG7 PMEPA1 PPP1R1A PPP1R8 PRAME PTGER3 RAB44 RAB4A RABEP1 RAP2A RBL2 RETREG1 RGCC RPL36A SEC22B SESTD1 SLC14A1 SMG7 SOX11 SPEG SRP54 SRSF1 STK38L STMN1 STRIP2 STYK1 TAGAP TGFB3 TIAL1 TIE1 TLCD4-RWDD3 TMEM121B TMEM39A TMOD2 TNFRSF13B TP53INP2 TRHR TRIB3 TRIQK TTC19 UBA5 VAPB WSCD1 ZBED10P ZBTB4 ZEB1 ZFP1 ZNF135 ZNF343 ZNF37A ZNF440 ZNF589 ZNF99 MIR6867_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6867_5P A1CF AAR2 ABCC4 ABHD18 ABO ABR ACOD1 ACTR1B ADAM12 ADAM23 ADAMTS19 ADAMTS5 ADAMTSL1 ADAMTSL5 ADAT2 ADCY2 ADCY9 ADGRA1 ADRA1A AFF2 AFF3 AHNAK2 AIMP1 AJAP1 AKT3 ALG1 ALOX15B ALX4 AMER1 AMER3 AMOTL1 ANAPC7 ANK1 ANKRD34A ANKRD42 ANO5 ANO8 ANTXR2 AP1G1 APBA1 APBB2 APOL6 APRG1 ARHGAP26 ARHGAP35 ARHGAP42 ARHGAP45 ARHGEF33 ARID3B ARL8B ARRB1 ASB11 ASB7 ASH1L ASTN1 ASXL2 ATF7 ATMIN ATP11A ATP1B2 ATP2B2 ATP2B3 ATP6V1C1 ATP6V1C2 ATP8A2 ATP8B2 ATRN ATXN3 AVL9 B4GALNT1 BCL2 BCL2L11 BCOR BDH1 BDNF BEAN1 BEND6 BID BIN2 BMP3 BMP4 BMPER BNC2 BPTF BRINP1 BRINP2 BRWD3 BTBD9 BVES C10orf71 C1orf21 C1orf94 CA10 CA8 CABP4 CACNA1A CACNA1I CACNA2D2 CACNG2 CADM4 CALCOCO1 CALD1 CALHM5 CAMK1D CAMK2N1 CAMK4 CAMKK1 CAMTA1 CAPN6 CARNS1 CASZ1 CBX1 CCDC191 CCDC198 CCDC40 CCDC83 CCDC93 CCDC97 CCKBR CCND1 CCSER2 CD22 CD247 CD38 CD40LG CD93 CDH11 CDH12 CDH13 CDH6 CDIN1 CDK15 CDKN2B CDON CELF4 CELF5 CHD7 CHIC1 CHODL CHORDC1 CHRDL1 CHST11 CHST2 CHST3 CISD3 CLEC12B CLEC2L CLIC6 CLIP2 CLVS2 CNTN3 CNTNAP5 COPG2 CORO6 CPED1 CPLX3 CPPED1 CREB3L2 CREBBP CREBRF CREM CRHBP CSF2RB CSMD1 CSMD2 CSNK1G1 CSRNP2 CSRNP3 CSRP2 CTSE CUX2 CYLC2 CYP4F11 CYP4V2 CYTH3 DCAF8L1 DCAKD DCN DCX DDHD1 DDX52 DELE1 DESI2 DGKG DGKH DLG1 DLG2 DLG3 DLG4 DLGAP4 DMD DMRTA1 DNAJC15 DNAJC6 DOCK1 DOK6 DOP1A DPYSL5 DUSP16 DUSP7 E2F8 EBF3 EDA2R EFCAB11 EFHC2 EFNB1 EGFR EHD2 EHD3 EHHADH EIF2A ELAVL4 ELFN1 ELFN2 ELOVL6 EML1 EN2 ENOX2 ENPP5 ENSG00000255537 EOGT EP300 EPAS1 EPHA5 EPS15L1 ERO1A ERO1B ERP27 ESCO2 ETV6 F7 FAM117B FAM13A FAM13B FAM163A FAM163B FAM167A FAM177A1 FAM228A FAM43A FAM78B FAM83C FASTKD2 FAT3 FAXDC2 FBRSL1 FBXO47 FCGR1BP FCRL6 FGF2 FGFRL1 FIBIN FIGN FKBP1B FLNC FLRT2 FLVCR1 FNDC7 FOXI2 FOXN1 FOXN3 FOXP3 FREM2 FRMD3 FRMD5 FSD2 FSTL4 FUBP3 FUNDC2 FUT9 FZD5 GABBR2 GABRB2 GABRB3 GABRG3 GADL1 GALNT1 GALNT13 GALNT3 GALR2 GARRE1 GCN1 GDAP1 GFAP GFPT1 GFRA1 GFRA2 GIMAP1 GJB4 GLI2 GLP1R GLS GLYR1 GNA12 GNAL GNAT1 GNAZ GNE GNG7 GPATCH2L GPBP1L1 GPR173 GPR83 GPRC5B GREB1 GREM2 GRIA3 GRIA4 GRID1 GRIN2A GRIN3B GRK3 GRM5 GTDC1 GTF2H1 GYPA H2AJ HACD3 HAS2 HCN4 HDAC8 HDAC9 HLA-DOA HNRNPA0 HOXB4 HOXC4 HOXC6 HPCA HPS3 HS3ST4 HS6ST3 HSPB7 HSPG2 HTR5A HTT HYKK IARS1 IFFO2 IFNLR1 IFT80 IGF1 IGF1R IGF2R IGLON5 IKZF2 IL20RB IL2RA IL6ST ILRUN INHBA INO80D INSIG2 INSYN2A INVS IPO9 IRAG1 IRF2BPL ITGAM ITGB1BP1 ITIH5 JAKMIP2 JARID2 JMJD8 KAAG1 KANSL1L KAT6A KATNAL1 KCNB1 KCNIP3 KCNJ16 KCNK10 KCNN3 KCNQ2 KCNQ3 KCNQ5 KDM3B KIAA0040 KIAA1549L KIAA1671 KIF1B KIF5A KLF12 KLF7 KLHL13 KLHL15 KLHL23 KLHL9 KMT2A KPNB1 KRIT1 LAIR1 LAMP2 LARP4B LATS2 LCE1E LCOR LCP1 LDB3 LDHAL6A LEPR LHFPL5 LHFPL6 LHX1 LHX6 LILRB4 LIMK1 LMX1B LPP LRATD1 LRP2BP LRRC39 LRRC55 LRRFIP1 LRRK1 LRRN1 LRRTM2 LRTM2 LSAMP LUM LYRM7 LYST MACROH2A2 MAF MAGEE2 MALT1 MAN1C1 MAP2 MAP3K2 MAP4K5 MAPK10 MAPKBP1 MARCHF3 MARCHF4 MATCAP1 MBLAC2 MBNL3 MCM8 MCTP2 MDGA1 MECP2 MEGF8 MESP2 METTL21A MFSD6 MGAT4A MGRN1 MNT MORC2 MOSMO MPEG1 MRO MS4A2 MUC13 MUC4 MXD1 MYD88 MYLK3 MYLK4 MYO5A MYT1L NACC1 NAPB NAPEPLD NAV1 NCAM1 NCAN NCAPH2 NCDN NCK2 NDE1 NDFIP2 NECTIN1 NEK11 NEPRO NEXMIF NFASC NFAT5 NFIC NGFR NIN NKAIN2 NKIRAS2 NLGN3 NLGN4X NLGN4Y NLK NLN NMBR NOS1 NOX4 NR2E1 NR2F1 NR4A2 NRK NRXN1 NRXN3 NTRK2 NUAK2 NUFIP2 NUGGC OLFML1 OLR1 ONECUT2 OPCML OPRM1 OSBPL9 OXTR P2RX1 P2RY8 P3H2 PABIR3 PACSIN3 PAG1 PALM2AKAP2 PAPSS2 PARD3B PARM1 PATE1 PATE2 PATL1 PAX4 PAX5 PAX6 PBLD PBRM1 PBX2 PCDH10 PCDH11X PCDH11Y PCGF3 PDE10A PDGFB PDGFD PDLIM2 PDLIM5 PEA15 PECAM1 PFN1 PHF1 PHF20L1 PIAS2 PIGH PIK3C2A PIK3R5 PIM1 PITPNB PKNOX2 PLAA PLAG1 PLCB1 PLCG1 PLCXD3 PLEKHA6 PLEKHM3 PLP1 PLPPR1 PLVAP PLXDC2 PLXNA1 PODN PORCN POU4F2 PPARA PPP1R16B PPP1R1A PPP1R3A PPP2R1B PRDM11 PRDM12 PRDM7 PRDM8 PREX2 PRKCB PRKCI PRKD3 PRKN PROX1 PRR18 PRR23D1 PSMA4 PTAR1 PTCHD1 PTGFR PTHLH PTPRM PURA PYGO1 RAB3C RAB3IP RAB6D RAB7A RALB RALGAPB RARA RASD2 RBBP9 RBFOX1 RBM46 RBMXL1 RBP3 RBPJL RCVRN REEP5 RET RFTN2 RFX3 RGS3 RGS4 RGS5 RHOBTB1 RIBC1 RIC8B RICTOR RIGI RIMS1 RNASE1 RNF113B RNF220 RNLS ROCK2 RORA RPH3A RPL23A RPS3A RRP15 RRP7A RSPH4A RSPO1 RSPO4 RSPRY1 RTN1 RUFY2 RUNX1T1 SAMD12 SAMD4A SAMD9L SATB1 SBK1 SBSPON SCARA3 SCN2A SCN5A SCN8A SCP2 SCRT2 SDC3 SDK2 SEMA3E SEMA5B SEMA6A SEMA6D SENP1 SEPHS2 SEPTIN3 SEPTIN6 SERPINA10 SERTAD2 SERTM1 SETD7 SETDB2 SGCZ SGPL1 SH2D2A SH3BGRL2 SH3RF3 SH3TC2 SHANK2 SHB SHISA7 SHISAL1 SHOC2 SIGMAR1 SIN3A SIRPA SIX3 SLC13A5 SLC16A14 SLC1A4 SLC22A23 SLC23A2 SLC24A2 SLC25A43 SLC25A6 SLC26A6 SLC2A12 SLC31A1 SLC35A3 SLC35E3 SLC43A3 SLC44A1 SLC48A1 SLC4A4 SLC5A12 SLC6A14 SLC6A7 SLC7A11 SLC7A8 SLCO3A1 SLCO4C1 SLITRK3 SMAD4 SMAD9 SMARCA2 SMIM21 SNAI2 SNAP25 SNAP29 SNX2 SNX20 SOGA1 SORCS3 SOX12 SOX6 SOX7 SPARC SPATA6 SPCS2 SPIN1 SPN SPOCK2 SPPL3 SPRY4 SPTLC3 SPX SRD5A3 SRF SRGAP2 SSPN SSR1 SSX1 SSX2 SSX2B SSX3 SSX4 SSX4B SSX5 SSX7 ST18 ST6GALNAC5 ST8SIA1 STARD8 STAT6 STBD1 STOX2 STRBP STS STX1B STXBP5L STXBP6 SV2B SVBP SVIP SYAP1 SYNPO SYNPO2 SYT17 SYT3 TACC1 TAF2 TANGO2 TAOK1 TBC1D16 TBX15 TBX4 TCP10L TDRP TEAD1 TEAD3 TENM2 TFAP2B THRA THSD7A TIAM1 TIPRL TLK2 TLX1 TMBIM4 TMCO1 TMEM106A TMEM130 TMEM150C TMEM151B TMEM196 TMEM237 TMEM241 TMEM47 TMPRSS11A TNFSF14 TNKS TNPO3 TNRC6B TNS1 TP53I11 TPTE TRAF3 TRAF3IP2 TRARG1 TRDN TREML2 TRIM13 TRIM2 TRIM42 TRIM67 TRIOBP TRPV3 TSPAN2 TSTD3 TTC1 TTC9 TTI1 TULP3 TVP23A TXNL4B UBE2QL1 UBLCP1 UBN2 UBQLN2 UBQLN4 UCK1 UFL1 UGT3A1 UNC5A UNC5C UNK USF3 USP37 VAMP4 VAPB VAX1 VGLL3 VNN1 VPS13C VSIG10 VSNL1 VSTM2A WDR33 WDR73 WIPF2 WIZ WNT4 WWC1 XG XKR4 YIPF6 ZBTB20 ZC3H12D ZDHHC15 ZDHHC20 ZDHHC3 ZEB1 ZEB2 ZFHX2 ZFHX3 ZFP36L1 ZFP90 ZFP91 ZFX ZFY ZHX3 ZKSCAN8 ZMYND8 ZNF101 ZNF134 ZNF148 ZNF264 ZNF329 ZNF37A ZNF382 ZNF436 ZNF439 ZNF449 ZNF488 ZNF516 ZNF529 ZNF544 ZNF563 ZNF589 ZNF618 ZNF655 ZNF704 ZNF850 ZRANB1 ZSWIM1 ZSWIM6 MIR6868_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6868_3P AAK1 ABLIM1 ACAN ACSM2A ADGRF5 AGPAT4 ALKBH8 ANKRD13C ANKS6 ANTXR2 AP1AR AP1G1 APLF APLN ARHGEF26 ARID1B ARRDC3 ASTN1 ATF3 ATP2A1 AXIN2 B3GNT5 BAG4 BCL6 BCL6B BTBD3 C11orf97 C1orf115 C1orf74 C6orf136 C6orf141 C9orf57 CA8 CACNA1B CAMSAP2 CAPRIN1 CCDC172 CCND2 CCNJ CD81 CDH11 CDK19 CDK2 CDKN2AIP CETN3 CFAP97 CHM CHN1 CHRM2 CLCN3 CLCN5 CLDN11 CLMP CNTNAP2 COL4A6 CORO2A CPEB2 CPSF6 CROT CRTAP CRTC3 CTLA4 DCAF7 DCLK1 DDC DECR2 DEFA6 DENND1A DENND4A DEPDC4 DGAT2 DNAH5 DNAJA2 DNAJC25-GNG10 DNM3 DPH3P1 DPYSL3 DUSP18 DUSP7 EEF1A1 EHF EIF1AX EIF4E EIF4E3 ELK3 ENC1 EPDR1 EPHA5 ERBB4 ERP29 EVA1C FAM13C FBXO32 FERMT2 FGF1 FGFBP3 FOXC1 FOXN3 FRK FRMD6 FRYL FXN FYTTD1 G3BP2 GADD45A GALNT15 GATA2 GCNT2 GNG10 GPR26 GPR68 GPRIN3 GXYLT1 HECW1 HRH1 ID2 ILDR2 KCNB1 KIAA1549 KIFC3 KLRK1 KMT2A KPNA1 KPNA6 KTN1 KY LDLRAD4 LHFPL3 LINC01517 LINC03042 LMLN LRRTM4 LSAMP LTA LYN MAP3K13 MARCKS MCIDAS MECP2 METAP2 MLEC MMUT MS4A15 MYO5B NAALAD2 NALF1 NAV1 NEGR1 NFAT5 NFIB NIPBL NLGN1 NOL7 NOTCH2NLA NOX4 NUDT12 ONECUT2 OTULINL PARD3B PDE3A PDE4C PDK4 PGGT1B PHF6 PIK3CA PIK3R5 PIP5K1A PLA2G15 PLCXD3 PLG PLP1 POGZ POLG POU2F1 PRDM1 PRKCA PRKDC PRKG2 PROSER2 PTPMT1 PTPRM PUS7L PZP RAB3C RAB3IP RAB5A RAPGEF4 RASAL2 RASSF5 RBFOX1 RBM27 RBM41 RBM47 RFX3 RFX7 RLIM RNF138 RO60 RPS6KA3 RREB1 RUNX2 SEL1L SELENOK SEPTIN9 SESN3 SGCD SHROOM4 SIGLEC1 SLC2A12 SLC35A3 SLC39A8 SLC5A3 SLC7A6 SLIT3 SMAD2 SMARCD1 SMIM14 SOGA3 SORBS1 SOX4 SP140 SPART SRP19 STEEP1 STIM2 STK3 SV2B SYCE1 TAOK3 TDRD1 TECPR2 TFAP2B TFDP2 THSD4 TIMM10B TIMP3 TMEM132B TMEM248 TMEM273 TMEM95 TNFAIP8 TNRC6B TNS1 TOM1L1 TRPM8 TSHR TSKU TTC7B UBA6 VANGL1 VCL VWC2 WBP1L WDR89 WWC3 YY2 ZBTB41 ZC3H12B ZC3HC1 ZDBF2 ZEB1 ZFP36L1 ZHX1 ZHX2 ZMAT1 ZNF287 ZNF367 ZNF404 ZNF670 ZNF737 ZSWIM6 MIR6868_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6868_5P ABHD5 ABR ABRAXAS2 ACBD3 ACSM5 ACVR1 AEBP2 AMD1 ANK3 ARC ASIC2 ASTN1 ATF7 ATP2B1 BBX C14orf132 C1QTNF9B C9orf152 CAPRIN2 CCDC149 CDCA7L CDK13 CNOT7 COBLL1 CRYGN CRYGS CSF1 CSGALNACT1 CSNK1E DCAF10 DENND2B DUOX2 E2F3 EGLN1 EML5 EPHA4 ETV4 FAM171A1 FBXO33 FIGN FOXJ3 FOXN2 GATA3 GOLGA7 HAPSTR1 HINFP HOXB4 HP1BP3 HYCC2 IFFO1 IGF2BP1 IGF2BP2 IL2RB ITPR3 JADE2 JAG1 JAM2 KCNH7 KCNK2 KLHL4 LIMA1 LRRC28 MAP1A MAP2 MCTP1 MEX3C MTMR4 MYLK NAA30 NAV3 NDRG3 NEK4 NPTXR OSTF1 PEAR1 PJA2 PKHD1 PLPPR1 PON2 PPP1R9B PTBP3 RAB27B RAD51D RARB RDH11 RGS8 RIOK3 RNF185 RNH1 SAMD12 SDK2 SENP3 SERPINF2 SIDT1 SIRT1 SLC12A2 SLC37A3 SMIM5 SOCS7 SPOCK3 STAG2 SURF4 SV2C TAX1BP3 THUMPD3 TMPRSS11E TPD52 TPTEP2-CSNK1E UBAP1 UBE2G1 USP49 VASH1 WDTC1 WRNIP1 YBX2 YY1 ZBTB34 ZNF707 ZNF835 MIR6869_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6869_5P ACSL4 ADI1 ANAPC11 API5 ASL BRAT1 C2orf74 CA10 CC2D1B CYP4F2 CYP4F3 DIO2 DMD DNAI7 FAM47A FOXM1 HAPLN1 HMGB1 ITGBL1 NAMPT NDUFAF4 NKX3-2 PAK1IP1 PLPPR4 POGK PRR16 PSMB5 RAP2C RGS21 RSPRY1 RTKN2 SCP2D1 SDHC SGMS1 SHROOM4 TBC1D12 TRIM33 TRPA1 UBE2V2 VSTM4 WDR20 XG ZFP37 ZFP91 ZNF518A ZNF644 MIR6870_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6870_3P ACAA1 ANKRD34C ATP1A4 BLOC1S2 BTG1 C1QTNF7 CCP110 CNKSR2 COMMD9 CPNE4 DCAF17 DSCAM FTO FUT10 GADD45A GCDH HYI ITPA KAT14 KPTN LSM2 MAP3K8 MED13L MIS12 OLIG3 OPA1 PARP16 PLXNA2 PRDM6 PSMA7 RILPL1 RNF34 SCOC SLIT2 SMR3B SOCS5 SYCP2 TBX15 TFE3 TMEM87A TRABD2B UBE2D3 VNN1 WAPL WDR33 ZNF493 ZNRF1 MIR6870_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6870_5P ACSL5 ACTB ADORA3 ADRA1A AFAP1 ALX4 ANKRD26 ANKRD52 AP2M1 APBA1 APLNR ARRB2 ATAD3C ATP9A BIRC2 BMP1 BSDC1 BSN C19orf12 C6orf141 C9orf57 CADM4 CALR CAMK1D CAMKK2 CASTOR2 CCDC102B CCDC97 CD1C CDK18 CDR2L CELF3 CES4A CHPF CHRNA4 CLSTN1 CNIH2 CNST CNTNAP1 COL9A2 COTL1 CPS1 CTDSP1 CTNND1 CXADR CYP2B6 DDX31 DEF8 DIRAS1 DIRAS2 DMWD DPYSL5 DUSP10 DVL3 DYRK1A DYSF ELAVL3 ELK1 EN1 EPB41L1 FADS2 FAM131B FAM174B FAM234A FBXO43 FGF1 FKBP8 FOXC1 FOXE1 FOXP4 GAS7 GATAD2B GPAT4 GPRC5A GRHL2 GRIN1 GTPBP2 H1-10 HEYL HMGA1 IGSF11 IHH IKZF4 IL17RD INAVA ITGA3 JPH4 KALRN KCNC3 KCNJ10 KMT2D LCE1B LIX1L LRATD2 LRP8 LRRC28 LRRC59 LSAMP MAP1A MAP7D1 MAT1A MECP2 MED19 METTL9 MEX3A MFRP MIEN1 MINK1 MLLT6 MNT MPZ MTSS2 MYL12A NAPA NAT16 NFASC NFIC NFIX NHERF2 NKAIN1 NLGN2 NOVA2 NR1D1 NRG1 PACS1 PANX2 PAX5 PCDHB11 PDE1B PDLIM4 PHC2 PHLPP1 PIK3R2 PIP5K1C PKNOX2 PLA2G2D PLVAP PLXNA4 POU2F2 PPP1R9B PPP2R1A PPP2R2D PPP2R5E PPT2 PRC1 PRKACA PRR23A PRR5L PSME3 PSMF1 PTHLH PVALB RAB11FIP4 RANBP10 RBM23 RBMS3 RERG RSU1 SCGB2B2 SERPINB7 SF3A2 SH3PXD2A SH3TC2 SHANK2 SHISAL1 SIRPB1 SLC25A42 SLC28A1 SLC6A17 SLC7A8 SLC8A1 SLC8A2 SLC9A8 SMARCC2 SNPH SNX29 SOGA1 SOX13 SPIN3 SPRR1B SRF ST13 STAC2 STIM1 SYNGAP1 SZRD1 TBC1D10B TCF7 TCP11L1 TFAP2B THRSP TLE3 TMEM151A TMEM198 TMEM222 TMEM54 TMEM63B TNFSF12 TRAM2 TREML1 UBAP2L UBE2QL1 UBTF URM1 VAMP2 VPS37D WIZ WNK4 WNT3 XYLB ZBTB7B ZDHHC15 ZFC3H1 ZNF691 ZNRF2 MIR6871_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6871_3P ABHD5 ADAMTS17 ADAMTS7 ADAMTS9 AFAP1L1 AKT3 ANKRD13A ARL14EP ATAD1 ATAD2B B4GALT2 BDKRB2 BLTP3A BTG2 BVES C1orf52 CALCR CALM3 CARMIL1 CAV2 CBX6 CCNY CDK6 CEP97 CLDN1 COL15A1 COL19A1 COL1A1 COL2A1 COL3A1 COL4A1 COL5A1 COL5A2 COL5A3 CX3CL1 DENND2B DGKH DNMT3B DOCK11 DOCK3 DTWD2 DYNLT1 EIF3J EPC1 FABP3 FBN1 FRMD5 FSTL1 FYN GAS7 GLE1 HBP1 HMBOX1 IFI30 IGF1 IL1RAP IPMK IQCJ-SCHIP1 IREB2 IRGQ ITGA4 JAZF1 KDM5B KDM7A KIF26A KMT5C KNOP1 LYPLA1 LYSMD1 MBD5 MBTD1 MED26 NEXMIF NFATC3 NKIRAS2 NPAS3 NSD1 OPN3 P2RX5 P2RY1 PDIK1L PIK3CB PMP22 PPIC PPP1R14C PPP1R3B PPP2R5D PRKG1 PXDN PXYLP1 RAB30 RALGPS1 REPS2 RLF RNF19A ROBO1 SERF1B SERPINH1 SESTD1 SETDB2 SGCZ SIDT2 SLK SP1 SPARC SRSF10 TEAD2 TET3 TFEB TLL1 TRAF3 TRIB2 TRIM9 UBE2Q1 USP43 WNT8B WWTR1 XKR4 ZFP36L1 ZHX3 ZMIZ1 ZNF282 ZNF396 ZNF639 MIR6871_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6871_5P ACSL3 ADAM22 ALCAM ARHGAP24 ARMC9 ATL2 AURKA BRPF1 BTBD18 C1orf74 CD302 CELF3 CHM COX20 DDX3Y ELOVL4 FSTL4 FUNDC1 FZD7 GAS2L2 GNGT2 GPR155 HYCC1 IARS1 KLLN LY75-CD302 MYORG NAV1 NDUFAF3 PAK1 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 PGPEP1 PURG SCN3A SEPTIN8 SLC22A16 SLC8A1 TIMM21 TNFAIP8L2 TRMT10B TSPAN13 UMAD1 USP38 VEPH1 ZFP82 MIR6872_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6872_3P ABCA12 ACTB ACVR1B AGAP2 ARFGEF1 ATP1B1 ATP6V0E2 BEX2 BOD1L2 CDV3 CNTNAP4 COL25A1 CPEB2 CSGALNACT2 DAB1 DDX5 DIO2 DNMBP EIF5A2 EPB41L5 EPHX3 FAM200B FECH FGF13 GET1-SH3BGR GTPBP2 HDAC2 HTR1F JPH3 KCNG3 KCNH7 KLF17 KLHDC2 MED1 MED13 MEF2A NDP NFYC NR3C1 NUDT3 PALS1 PLSCR4 PNKD PPP2CB PROX1 PRPF38B RAP1A RIMS2 RPS10-NUDT3 SH3BGR SLC1A1 SLC8A1 SNCB SRGAP2 SRSF11 ST6GALNAC5 ST6GALNAC6 SVIL SYBU SYNE2 TAFA2 TBX4 TMEM67 TP53BP1 TPO ZNF638 ZNF671 MIR6873_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6873_3P ACER3 ACSM2A ACSM2B ADCYAP1 ADPRH ADRA1A ADRB2 AGAP1 AGPAT1 ALKBH8 ANOS1 ANTXR2 APBA1 APELA AQP4 ARF6 ARHGAP42 ARHGEF3 ARL15 ASAH2B ASCL1 ATP2B2 ATXN1 AUTS2 B3GLCT BBX BCL11A BHLHE22 BMAL1 BNC2 BTRC C11orf87 C22orf46P CACNG8 CADM2 CALHM5 CALU CARMIL1 CBS CC2D2B CCDC178 CCL16 CD160 CD300E CD44 CD86 CDC42BPA CDH19 CDK12 CDKN2AIP CDNF CELF4 CFAP97D1 CHMP7 CNIH3 COPS2 CPLX2 CTSO CTTNBP2NL CYTH4 DCUN1D5 DDX19B DENND4A DENND6A DES DISC1 DMRT3 DNAAF11 DPF3 DPYD DTNA EEIG2 EFCC1 ELAVL3 ELAVL4 EMX2 ENPP1 ENSG00000274276 EP300 EPB41L3 ESRRG EVC EYA3 F7 FAF2 FAM104A FAM131B FANCC FASLG FBXL16 FRMD3 FRMPD4 GABRB1 GDAP1L1 GK5 GLCE GPATCH11 GPATCH2L GPBP1L1 GPC6 GPR161 GPR176 GRAMD1B GRID1 GUCY1A2 HAO1 HDAC8 HLA-DOA HMGCS2 HNMT HOXC5 HOXC6 HRH1 IFIT2 IKBIP IL17RA IL5RA ILDR2 INHBB IRX5 ITGA4 KAZALD1 KCNJ3 KCNK17 KCNK6 KCNS1 KIAA1549L KIF21A KIF4A KRIT1 KRT26 LACC1 LENG8 LGSN LONRF3 LPP LRIG3 LRRC10B LSAMP LTN1 LYSMD3 LZIC MAFG MAFK MAGI3 MAN2A1 MAP1B MAP3K2 MAP4K2 MAPK14 MARK1 MBNL1 MBNL3 MC2R MCM10 MDM2 METTL8 MEX3A MID1 MOB1B MRO MSI2 MSL1 MTPN MYLK MYORG MZT1 NAMPT NEIL2 NELL1 NEURL1B NHERF2 NIPA1 NLGN4X NLK NPAT NRN1 NTRK2 NUAK1 OCRL ONECUT2 OVOL2 PAGR1 PAPPA PARD3B PARM1 PCP4 PCSK4 PDE7B PDGFA PDK3 PEG10 PGF PGM2L1 PHF21A PITPNM3 PLA2G7 PLCL1 PLEKHA6 PLGLB1 PLXNA1 POFUT1 POU2F2 POU3F2 PPP2R5B PPP6R1 PPRC1 PRDM10 PRDM2 PROM1 PRPF38B PSD3 PTPN4 PURA RABEP1 RANBP3L RAPH1 RBFOX2 RDX REP15 RIMKLB RIN2 RNF148 RNF169 RNF185 RNF213 RORA RPP30 RPRD1A RREB1 RTKN2 RTN4RL1 SANBR SBF1 SBNO1 SCN2B SELENOS SEMA3A SEPTIN8 SERTM1 SETD9 SF1 SGMS1 SH3PXD2A SH3TC2 SHOX SIGLEC15 SLAIN1 SLC10A3 SLC12A2 SLC22A15 SLC25A20 SLC30A7 SLC5A12 SLC5A3 SLC7A11 SLITRK4 SMARCA4 SMIM21 SMIM8 SMTNL2 SNCA SNRK SORBS1 SOST SOX5 SP100 SPOP SPRY3 SRP19 ST8SIA1 STAT5A STK17A STON2 SV2C SYNJ2BP SYNPO2 SYS1 TAF11 TBC1D19 TBL1X TBL1XR1 TBX3 TBX5 TFAP2E THSD7B TLE4 TLE5 TLX2 TM9SF3 TMCO1 TMEM135 TMEM178B TMEM245 TNFRSF13B TNS1 TRABD TRMT12 TRPC5OS TUT4 TVP23C UNC13A USP10 USP32 USP6NL VANGL1 VAT1L VGLL3 VIP VWC2 WBP1L WDR27 WDR45B WNT8A WSCD2 WWC1 YPEL5 ZBTB17 ZBTB40 ZBTB7A ZCCHC8 ZDHHC21 ZDHHC22 ZDHHC9 ZFHX2 ZFP90 ZNF100 ZNF107 ZNF117 ZNF124 ZNF135 ZNF136 ZNF138 ZNF195 ZNF208 ZNF268 ZNF28 ZNF280B ZNF302 ZNF317 ZNF415 ZNF426 ZNF439 ZNF440 ZNF468 ZNF493 ZNF514 ZNF544 ZNF557 ZNF559-ZNF177 ZNF562 ZNF578 ZNF594 ZNF596 ZNF610 ZNF611 ZNF655 ZNF670 ZNF676 ZNF701 ZNF708 ZNF711 ZNF716 ZNF718 ZNF721 ZNF728 ZNF730 ZNF761 ZNF763 ZNF765 ZNF772 ZNF778 ZNF808 ZNF813 ZNF816 ZNF816-ZNF321P ZNF844 ZNF90 ZNF91 ZNF99 ZNRF3 ZSCAN22 MIR6873_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6873_5P ADCY6 ADGRG6 ADIPOR2 AGAP1 ANKRD36B ANKRD36C ARG1 ATAT1 BCAM BIRC5 C10orf95 C6orf120 CACNA1E CAMK4 CD200R1 CDSN CELF3 CEP350 CERS2 CFAP418 CNDP2 CNTLN DACT2 DAP DCAF7 DCLK2 DGKG DKK3 DNAI3 DNAJC14 DNMT3B EXOC7 EXOG FASTKD2 FGF1 FKBP4 GABRA4 GASK1B GJB1 GLIS2 GNGT2 GRAMD2A GSTT2B HECTD2 IDS IL1RAP ILRUN KCNJ2 KIF21B KLF5 KLHL12 KLHL34 KMT2A KRT4 LAMC1 LILRA1 LRRC55 MYO9A MYOCD NFAT5 NOVA2 NPTX1 NR5A1 NUDT3 PLOD2 POLR1D PRICKLE3 PRSS23 PRSS37 PTK2B RASGRP4 RBM14 RELCH RIMS4 RPTN SAMD4A SET SETD3 SI SLC13A3 SLC15A4 SLC22A23 SLC38A1 SLC7A8 SLF2 SMG1 SPAG9 SRSF2 ST8SIA3 STRN4 STUM TLL2 TMEM127 TMEM164 TOB2 TRAK1 TSPAN7 TWIST2 UCP2 USP51 VANGL2 VAX1 WDFY2 WIZ WNT1 ZMAT2 ZMIZ1 ZNF703 ZNF706 ZNF827 ZSCAN29 ZXDB MIR6874_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6874_3P AHSA2P ALG14 ANKRD28 AP5M1 ATP6V1C2 BACH2 BAHD1 BNIP2 BRWD1 C1orf74 C6orf62 CD69 CDCP2 CDHR3 CFH CFHR1 CHMP1A CLEC1A CLEC2B CLEC5A CUL4B DCUN1D5 DLST DSEL ERP44 ETS1 FAM20B FMO3 FOXO3 GJA1 GUCY1A2 HMGCS1 IVNS1ABP JAZF1 KATNBL1 KCNIP1 KDM2B KIAA1217 KICS2 LIMS1 LRP2BP LRRC58 MAN2B2 MED13L NAA15 NFAT5 NHLH2 PGM3 PLCL1 PLEKHA1 PRRX1 PSME3IP1 RGS2 RNF13 SATB2 SGO1 SHANK2 SLAIN2 SMAD4 SMCHD1 SNRPD3 SPHKAP TBCEL TCEAL1 TCP11L2 TDGF1 TENM1 TMED4 TMEM25 TUT7 UBE2QL1 UBE3A UBL3 UGCG UHMK1 ZBTB20 ZC3H14 ZC3HAV1 ZMAT3 ZNF350 ZNF704 MIR6874_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6874_5P ADAMTS15 ANAPC16 ARHGEF7 BFAR CADM2 CD247 DGKI DVL3 FYTTD1 GALNT7 GCNT4 GFRA2 GIPC3 HOXA5 IFFO2 KLHDC8A KPNA4 LSAMP MAP4K4 MIXL1 NALF2 NETO1 NFAT5 NFS1 OSBPL7 RAB3B RAB3C RNF44 SERTAD2 SH3PXD2B SLC1A4 SMAD5 SPX SYBU TRPC6 ZNF503 MIR6875_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6875_3P AAK1 ACADSB ACSM2A ACVR1C ADAMTS3 ADAMTSL3 ADGRF1 ADIPOR1 ADK AGO1 AHCTF1 AK4 AMMECR1 ANGPT1 ANK3 ANKHD1 ANKRD30A ANKRD34C ANO3 ANTXR1 ANXA6 AP1M2 AP2B1 ARHGAP20 ARHGAP28 ARID1B ARID4B ARMC1 ARMCX3 ATP11AUN ATP8A2 ATXN1 B3GLCT B4GALT6 BABAM2 BCL2L2 BNIP2 BRPF1 BRWD1 BTG2 C11orf87 C16orf87 CAB39 CACHD1 CACNA1C CALD1 CAMK4 CCDC15 CCDC43 CCDC6 CCPG1 CCR9 CD34 CDC14B CDH17 CDH18 CDK14 CDK17 CDK19 CDK2AP1 CDK6 CDKL5 CDNF CDON CDV3 CEP126 CEP41 CHD7 CHST2 CHST9 CHUK CLCA2 CLIC5 COL8A1 COL9A1 COPZ1 CRADD CRIM1 CRMP1 CSF1 CSRP3 CTSS CTXN2 CUX1 CYP1B1 CYP27C1 DACH1 DAG1 DDX3X DENND10 DGKE DGKH DIO2 DMXL2 DNAJB4 DNAJC18 DNAL1 DPP10 DSTN DSTYK DTWD2 EAPP EEA1 EGFR EHF EIF3H ELK1 EML5 ENDOU ENSG00000236754 ENSG00000275993 EPB41L3 EPHB1 EPN2 ERC2 ERI1 EXD1 FAM210A FAM98A FAR1 FBXL5 FBXO32 FCAMR FLG FLI1 FNBP1L FNIP2 FOXD2 FRRS1L FST FUT9 FXR1 FYB1 G3BP1 GABPA GLB1 GPATCH2L GPR52 GPR55 GRAMD1C GREB1 GRIA4 GRM1 GYPE HAS2 HAUS5 HCFC2 HDAC7 HDAC9 HMGCR HOXB9 HSCB ID4 IFNAR1 IGSF10 IKZF2 IL36B ILRUN IPMK IRAG2 ITGA9 ITPR2 KATNBL1 KCNA4 KCNA5 KCND2 KCNIP1 KCNK2 KDM2A KDSR KIAA1549 KIF1B KIF2A KLHDC7A KLHL40 KPNA3 LIN7C LMLN LMO4 LPAR1 LPIN2 LRIG2 LRRC59 LRRC69 LSAMP LYN LYPD6 LZTS2 MAIP1 MAK16 MALT1 MAN2A1 MANEA MAP2 MAP3K7 MAPK9 MCC MDM4 MEST MLLT10 MOB1B MOB3B MPRIP MSANTD3 MSL2 MTAP MTF1 MTR MXI1 MYBL2 MYO19 MYO5B MYO5C MYOCD NAA35 NCAM2 NCK1 NCOA1 NCOA3 NDST3 NECTIN3 NEUROD1 NEUROG1 NFAT5 NFIB NIPAL1 NIPSNAP2 NOLC1 NPTX1 NR5A2 NRBF2 NRF1 NRG1 NUCB2 NUDCD2 NUDT13 OCRL ONECUT2 P2RY10 P3H2 PAK3 PAN3 PATZ1 PCDH11X PCDH15 PCDH9 PCTP PCYOX1L PDCD2 PDE4DIP PDE6C PEA15 PF4 PGGT1B PHACTR4 PHF20 PID1 PIK3R1 PIKFYVE PINX1 PLXDC2 PLXNA4 POTEA PRG4 PRKCE PRKX PRRX1 PSD3 PSPC1 PTCHD4 PTGER3 PTGFRN PTK2 PTPRD PWWP2A QRICH1 RAB22A RAB40B RASGRP3 RBBP5 RBM15 RBM22 RBM27 RBM3 RBM41 RBMS3 RGS7 RIMKLB RIOX2 RNF217 RNPC3 ROBO2 RPGRIP1L RPL7L1 RRAGC RREB1 RSPO3 RUFY3 SAMD4A SCAF8 SCUBE3 SDHD SELP SEPTIN10 SETBP1 SETD9 SH3GL2 SIK1 SKIL SLC17A4 SLC17A8 SLC35F5 SLC38A9 SLC9A6 SMIM21 SMOC1 SMTNL2 SND1 SNX13 SOAT1 SOX6 SPAG9 SPIN3 SPTY2D1 SRP19 SRSF12 SSBP2 STAG1 STXBP5L SUZ12 TAB2 TANC2 TARDBP TATDN3 TBC1D2B TCF19 TCHP TDG TDRD3 TEAD1 TEC TENT5A TET2 TFAP2B TGFB2 THAP1 THAP12 TIGIT TIMM8A TLE4 TMEM132B TMEM132D TMEM154 TMEM273 TMEM70 TNFRSF10C TNRC6B TNRC6C TOB1 TOX TPM3 TRAF3 TRMT6 TSHZ2 TSPAN14 TTC14 TTC19 UBE2H UBE2K UBN2 UFSP2 UGT8 ULK2 UNC13C UNC80 UROC1 USH2A VXN WBP1L WDFY1 WDR64 WDR7 YTHDF2 ZBTB20 ZDHHC23 ZFAND5 ZFP62 ZIC2 ZMAT4 ZMYND8 ZNF22 ZNF318 ZNF503 ZNF629 ZNF704 ZNF705D ZNF827 ZSCAN30 MIR6875_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6875_5P ACSM5 ANKRD63 BABAM2 BAIAP3 BEAN1 BLOC1S3 BLTP3A CANX CARNMT1 CASTOR3P CCNT1 CENPP CIAPIN1 CNNM2 COLQ CSF1 CSTPP1 CTDSP1 DENND1C DHH DNAH8 DTX4 EFCAB13 EIF1 ENTPD5 FAXDC2 FSTL1 GAMT GANC GJB4 GK5 GTF2A1 HECTD4 HUS1 HYDIN HYKK IL22RA2 KLK4 LY6G5C MAPRE3 MCMBP NCCRP1 NDST1 NR2C1 OAS1 OLFM2 PAK3 PDS5A PGM2L1 PLEKHS1 PPP3R1 PTPN3 SFPQ SLC17A7 SLC24A2 SLC4A10 SLC51A SV2C TCL1A TENM2 TMEM87B TSPAN9 USP34 VAMP1 VASH2 WASF2 YME1L1 ZKSCAN7 ZNF614 MIR6876_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6876_3P ABCB5 ABCG1 ACSL3 ARFGAP3 ATP5F1C AUTS2 BCL11A CA3 CDH13 CNR1 COL24A1 CTNNA3 CTPS1 DDHD2 DPY19L3 DUSP4 DYRK4 FAM219B GCOM1 GJB2 GPD2 HEPH INPP5A KLF11 LPA LRRC4 MBNL1 MITF MTDH MYEF2 NAA15 PAPOLB PIAS2 POLR2M PRPSAP1 PUS7 RAB21 RNF6 SELENOT SLAMF7 SMCP SOX9 TBL1XR1 TENM4 TIPARP TMEM182 TRDN TTC39A TYW1 UBL3 XYLT1 ZCCHC17 MIR6876_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6876_5P AAK1 ABHD2 ACKR2 ACSL4 ACVR2B ADGRF2 ADIPOQ ADRB3 AFAP1 AK4 ALOX15 ALS2 ANGPT4 ANKRD13C ANKRD45 AP1S3 APEX2 ARIH2 ASTN1 ATAD2 ATOX1 ATP6AP1 BCAM BCL11B BHLHE40 BLMH BMP3 C10orf82 C11orf87 C5AR1 C5orf24 C6orf136 C9orf152 C9orf57 CALCA CAMK2D CAMKV CCDC149 CDIP1 CDK6 CEACAM1 CREB3L2 CSNK1E CSTF2T DCAF7 DDR1 DLEU7 DLG2 DOCK8-AS1 DPYSL2 E2F3 E2F7 EBF2 EEF1AKMT3 EHD2 ELFN2 ELK4 EPHA8 FAM168A FAM222A FBXO41 FCGR1BP FEM1B FGD6 FN3KRP FNDC5 FOXJ2 FRZB FSCB GID4 GJA4 GJB1 GLRB GNE GPATCH2L GPATCH8 GRAMD1B GUCY1A2 HAND1 HERC3 HLTF HMG20A HMGXB4 HNRNPR HOOK3 HOXA3 HTR2C IGDCC4 IL18BP INSM2 JCAD JMJD8 JPH1 KCNK9 KDM5C KIAA0825 KIAA1217 KLHL7 KRT38 LANCL1 LCT LENG8 LIF LRIT3 LRRTM4 LSAMP LUC7L2 MAN2A1 MAP10 MASP1 MED14 MLH3 MLLT11 MPRIP MPZL2 MRPS16 MSMO1 MYO5C NABP2 NACC2 NALF1 NDUFA10 NEBL NFAT5 NIPAL3 NR3C1 NR4A3 NR6A1 ONECUT2 OSBP OTUD6A P2RY10 PABIR3 PARP11 PARPBP PCGF3 PDP2 PEAK1 PGRMC2 PHB1 PHF21A PHF8 PIP4P1 PIP5K1A PITPNM3 PLSCR1 PNMA2 POU2AF1 POU3F1 PRLR PRRC2B PSMD11 PTAR1 RAB11FIP2 RAB15 RAB5A RAB6B RAD18 RANBP10 REEP4 RNF157 RPA1 RTKN2 RUSC1 SATB2 SCAF11 SCN2B SCOC SDK1 SEC14L1 SH2B3 SH3TC2 SHISA6 SHISA9 SLC7A1 SMARCD1 SNX27 SOCS4 SOCS7 SOGA1 SPOCK1 SRCIN1 SRGAP2 SRGAP3 SSH2 ST6GALNAC5 SUSD6 SV2C TAL1 TAP2 TFAP2B TMED4 TMEM138 TMEM25 TNR TOR1AIP1 TPTEP2-CSNK1E TRAF3IP1 TRIM22 TRMT10B TRRAP TSC22D2 TTC13 TTI2 TTLL7 TVP23A TWIST1 UBN2 UBQLN2 UBXN1 UNC80 USP12 USP37 VAMP2 VCL VPS26B WASF2 WDR33 WDR48 WIPF2 XPR1 ZC4H2 ZDHHC2 ZFYVE26 ZNF169 ZNF585B ZNF609 ZNF664 ZNF709 ZXDC MIR6877_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6877_3P ADGRG2 ARHGAP32 ATP6V1F C2orf49 CAPZA1 CDKN2B CNTF DNM3 FAM104A FBXW7 FEZF2 GLUD1 KBTBD2 KLF6 LHX2 LMNA LRBA LRIG1 LRPAP1 LYN MRC2 NCR3LG1 NEDD9 NPEPPS NPY2R RABGEF1 RALGPS1 RCAN1 SRSF10 SYNJ1 UBE4A UBN2 YWHAE MIR6878_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6878_3P AFG1L ALG11 AR BACH2 BBX BSN CACNA2D4 CCL22 CDK14 CNOT6 COL5A1 CREM DAO DCUN1D4 DNAJC24 DST EIF1 ELAVL3 EMILIN3 EVX1 F2RL3 FANCD2 GEM GGTLC2 GIPC3 H2BC21 IGF1 IL17RD INHBB JADE3 LCE3E LUM LXN MINDY2 MLKL NAGA NCAPG NCS1 NIPAL1 NKAIN2 NPTXR NRBP2 NTNG1 NVL ONECUT2 PPME1 PRKCA PRR11 PTCH1 RAP1GAP2 REST RGS4 S1PR1 SENP6 SEPSECS SH3KBP1 SHH SLAIN2 SLC38A2 SMIM18 STK33 SYDE2 TAF8 TMEM178B TMEM217 TOR4A TPI1 TRIM39 TSC1 MIR6878_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6878_5P AAK1 ABCC4 ABHD2 ADAM19 AKAP6 ARL4A ARPC2 ATG16L2 ATP13A3 ATP1B2 ATP7B B3GLCT BAZ2A BOLA2-SMG1P6 BPTF BTG1 BVES CALN1 CD34 CDK15 CELF3 CHORDC1 CHPF CLTA CNOT4 CNTN5 CORO1C CSTB CTCF CTNNA1 CTNND1 CTNND2 CXCL17 DAB2 DCAF12 DCLK1 DDB1 DDX6 DIS3 DMP1 DNAAF8 E2F2 EBF3 EGFR ERMAP EZH1 FABP4 FAM117A FBXL7 FOXL2 FOXL2NB FRMD4A FRMPD3 FRMPD4 FZD7 GABARAPL1 GABPB1 GAGE1 GAGE12D GAREM1 GASK1A GCC1 GIGYF1 GNGT2 GOLPH3L GPATCH2 GPR158 GRIK5 GRIN3A HIP1 HNRNPL HS3ST3A1 HS3ST3B1 HYCC1 ICOSLG IMPG2 INO80D INSL5 IQGAP3 KCNH4 KDM5B KHSRP KIF3C KLF12 LARP1 LILRB4 LURAP1L MAK16 MAN2A1 MARCKSL1 MAX MDGA2 MITF MPPED2 MPZL1 MTCH2 MTSS1 MXD1 MYEOV MYOCD MYRF NAMPT NAV1 NCCRP1 NCOA2 NEBL NECTIN1 NEDD4L NEDD9 NETO2 NFAT5 NFYC NIPSNAP3A NIPSNAP3B NOTCH2 ODAD1 OSBP2 PAK1 PBX1 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA9 PCDHAC1 PCDHAC2 PCSK1 PDPN PELI1 PGBD2 PGPEP1 PHF24 PIKFYVE POGZ POU3F2 PPHLN1 PRPF40A PRR23A PRR23C PRRT2 PRSS27 PSG1 PSG4 PTPN9 PTPRC RAB6C RAB6D RABEP1 RASSF8 RNF39 RPRD1B SCN3A SDF2 SEC31B SEMA4G SEPTIN10 SEPTIN8 SERPINA9 SESN2 SF3A3 SHISA7 SIAE SLC16A2 SLC17A8 SLC1A2 SLC20A2 SLC8A1 SLC8A3 SMAD2 SMIM21 SNPH SP1 SPRY4 SRRM4 ST3GAL2 STAM2 STARD9 STRN STX11 SUMF2 SYT14 SYT6 TBC1D8B TBCEL TCAF2 TESPA1 TIGAR TMTC1 TMTC3 TNFAIP8L2 TOB2 TP53INP2 TRAM2 TSHZ3 UBASH3B UBQLN4 UMAD1 USB1 VGLL3 VWA5A WDCP WDR33 WNT1 XPR1 YIPF6 ZCCHC14 ZCWPW1 ZFHX3 ZNF19 ZNF225 ZNF275 ZNF391 ZNF605 ZNF800 MIR6879_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6879_3P AK2 BSN CENPM CIT DOK6 ECM2 ELFN2 FHIP2B FKBP14 FLRT1 GSC IL10 JADE2 KAT6B KCNK3 KYNU MFSD6 MOXD1 MPEG1 MTMR7 MTRFR PDLIM5 PODNL1 RGS9 RNF168 RNF185 RTL4 SCN1A SGCD SLC25A14 SLC9A1 SLFN11 SPIRE1 SPTBN1 TEDDM1 TMEM178B TMOD3 TNFRSF10C TPPP TSC22D1 TTC8 UBXN6 VGLL3 YIPF6 YTHDF3 ZSCAN30 MIR6879_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6879_5P ACVR2B ADAMTS4 AGO1 AIF1L AK3 AMOT ANKFY1 ANKRA2 ARHGEF6 ATP2B4 BAZ2A C17orf67 CBX7 CDIN1 CDON CECR2 CERS3 CHAF1A CLIC5 COL16A1 COL5A3 DCX DGKI DGKK DUSP13 ERG28 ETV4 FAM53A FAM78A FHL1 FNDC3B GABRA4 GOSR2 HLA-DOB HNRNPR HR IKZF1 KBTBD2 KCNB1 KCND1 KCNIP1 KCNJ6 KCNQ3 KIAA0513 KIF21B KLHL14 LDLRAP1 LSM12 LUZP1 MAFG MAP3K11 MORN5 MRPL4 N4BP1 NAV1 NEUROD4 NFYA NOS1 NOTCH2 NOVA2 NQO1 NRIP2 PARP6 PAX5 PIANP PPM1M PRMT6 PRR32 PUM2 RAB1B RASSF4 REG3G RGMB RHBDL1 RIMS2 RNF19B RTKN SATB1 SCML1 SDC3 SH3GL2 SHOC1 SLC10A7 SLC37A1 SLC6A17 SMARCD1 SOX10 SRGAP2 SSR1 ST3GAL5 STAB2 STEAP2 STK35 SUSD6 TCEA2 TENT4A TLL2 TMEM201 TMEM217 TRIM26 TRIM35 TRIM4 TRIM46 TSPAN9 USP7 VPS39 WASF2 WDTC1 XYLT1 YTHDF3 ZNF385A ZNF862 MIR6880_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6880_5P ACTN1 ADAMTS9 AIM2 ARMCX3 C1orf116 CCDC175 CCNE1 CCNJL CES3 COG6 CRNKL1 CYP3A7 DENND2C EFNA5 ELK4 ELOVL4 ESRP1 FKBP1A GABRR1 GARIN1A GFRA3 GINS1 GPIHBP1 GPR158 GRHL1 GRIN2D HDAC2 HEYL HOXA9 HPCAL1 IFIT1 IFIT2 JMJD8 KHDRBS3 KLHL21 KNCN LHPP LMO1 LYPD5 MCCC1 MPV17L MTF2 MXD3 NARS1 NCMAP NCOA2 NDST3 NFASC NTM OR2H1 PACSIN1 PATZ1 PDGFB PDLIM7 PEDS1-UBE2V1 PHF8 PLXNA4 POU2F3 PRRC2B PTK6 PURA PXK RABL3 RAC3 RASGRF2 RNF8 RTN4RL1 SCUBE3 SDK2 SEPTIN3 SGMS2 SH2B3 SHISA7 SLC25A35 SLC35F1 SNTA1 SOGA1 SPATA12 SPINK5 TAP2 TBATA TBX19 TMEM151A TPCN1 TRAF3 TTC23 TYK2 UBE2V1 USP3 VDR XPR1 YPEL5 ZNF175 ZNF704 MIR6881_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6881_3P ACKR4 ACOT13 ACTN1 ADAM22 ADAMTS15 ADGRL3 ADM AFDN AFF1 AGO1 ANTXR2 ARFGEF3 ARHGAP26 ARHGAP9 ATP5IF1 ATP8B2 ATRNL1 ATXN1 BRCC3 BRWD1 C10orf55 CAMK1D CCDC186 CD226 CD93 CDK14 CDK5RAP3 CEBPD CELSR2 CERS6 CHST11 CHST2 CLEC7A CLMP CNNM4 CNOT6 CREBBP CREG1 CTBP2 CUL2 CYRIA DAAM1 DELE1 DIO2 DNAJC21 EBF1 EDARADD EEF1A2 EEIG2 EFNB1 ELAVL4 EPHB2 EXOC8 FAM120AOS FBN2 FEM1B FGF18 FN1 FN3KRP FOXJ2 FZD7 GABARAP GAGE1 GRIA3 GRIP1 GRPEL1 HMGXB4 HNRNPU HPGD HSD17B12 IGF2BP2 IKZF5 ILRUN INSIG2 KBTBD11 KCNJ2 KIF5B LACC1 LIN54 LMOD2 LPGAT1 LYST MACO1 MAPK10 MBNL1 MCCC1 MED23 MEF2C MEGF11 MIB1 MICOS10 MMP16 MRE11 MRPL33 MTTP MYBBP1A MYCBP2 NAA40 NABP1 NALF1 NOX4 NR1D2 NUP50 PABIR2 PABPN1 PAXBP1 PBX1 PCDH15 PLXNA4 PMEPA1 PPFIA2 PPHLN1 PPP1R11 PPP1R8 PRMT5 PRRX1 PTGFRN RAB3C RAB3IP RAET1E RAP2B RBFOX2 RBM41 RBM7 RBMS3 RIMS2 RNF165 RNPC3 ROR1 SCIN SCN1A SCO1 SDC3 SERINC5 SETD6 SETX SGMS2 SH3D19 SH3TC2 SLC25A33 SLC30A1 SLC30A8 SLC8A3 SPAST SPATA5 SPIC SPN SPOCK1 SPSB4 SPTLC1 SRP19 SSTR2 STK38L STON2 SUMF1 SYPL2 TANC1 THSD7A THUMPD1 TM4SF4 TMEM98 TMPO TRIM10 TRMT1L TYW1 TYW1B UBN2 UGGT1 VPS37A WRN WSCD2 XPO4 ZBTB20 ZBTB34 ZDHHC21 ZMAT4 ZNF18 ZNF420 ZNF470 ZNF559 ZNF704 MIR6881_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6881_5P AASDHPPT AFDN ARHGAP36 ARMC1 ATAD1 BBS9 BPIFA3 C1orf115 CBX3 CDC42EP1 CFLAR COX16 DDX41 DIP2B DMGDH DOCK5 DSE ETV5 GABRA3 GRAPL HOMER1 INA JADE3 LARP1B LCOR LPCAT2 MAP3K1 MINDY3 MUC15 NCR3LG1 NOVA1 PAFAH1B1 PAPOLG PBXIP1 PCDH15 PENK POTEF PPP6C RAB27B RHOA RIC8B RPRD2 SH3PXD2B SH3RF1 SLC35F1 SOGA1 SP7 SYNJ2BP-COX16 TLCD5 TRAPPC3 TRPC5 TXNIP USP38 VANGL2 VASP WDFY3 ZNF143 ZNF671 MIR6882_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6882_3P ACVR1C ADCY2 AFF1 AFF4 AKIRIN2 AKT3 ALPK3 ANKRD13A AQP2 ARIH1 ASB6 C1orf68 C6orf89 CACNA1E CARMIL1 CAV3 CBL CDK13 CENPV CHGA CNKSR2 COLGALT1 CREBRF CSNK1D CUEDC1 CUL1 DAB1 DCAF1 DCAF7 DDIT4 DISC1 DPY19L4 DTNA ELOVL6 FBN2 FOXP1 FRYL FUT9 GATM GIGYF2 GLRB GRPEL1 HEG1 HOXA4 JADE1 KREMEN1 LIMK2 LIN7C MAGI1 MAP1B MAP2K4 MECP2 MTF1 MYCBP NAV3 NCAM1 NCS1 OAS2 OSM OTUD4 PHF8 PID1 PLCXD3 POGK PPM1L PRDM16 PRKCA PRSS12 PTPN13 PTPN2 PURB RAB32 RAPGEF1 RFXANK RGS2 RNF216 RRN3 RTN4RL1 RUFY2 RUNX2 SEC22C SEPHS1 SLC16A14 SLC2A6 SLC9A5 SNRK SPATA13 STK32A SYN2 SYNPR SYT14 SYT9 TACR3 TCF7L2 TFRC TGFBR2 TIMM23B TMED1 TMEM170B TMX4 TNRC6B TRPS1 TYRO3 USP42 VEZF1 WNT10A WNT5A WWC2 ZC3H12B ZFAND3 ZNF544 ZNF699 ZZEF1 MIR6882_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6882_5P AARD ADAMTS3 AKIRIN1 ANKIB1 AQP1 ARFGEF3 ARID4B ARIH1 ARPP19 ASB8 ATP1B1 ATRN BHLHE22 BRD1 C15orf40 C3orf80 CAB39 CACHD1 CACNA1D CADM3 CASTOR1 CCDC32 CCL13 CDC42BPA CEMIP2 CFAP97 CGN CHD6 CHGB CHIC1 CHMP5 CNOT6 COX7A2 CPEB3 CRTC1 CXCL5 DBN1 DCAF12 DCX DDX3X DICER1 DIP2B DLST DNAJC24 DUSP6 EFR3A EIF4G2 EPB41L3 EPB41L5 ERI2 ETV3 FAM107B FAM120A FBXW11 FH FHAD1 FLRT3 FN1 FOXC1 GIMAP1 GMNC GOLGA1 GTF2A1 HGF HOOK3 HTR1B HYCC2 IGSF10 IKZF2 ILDR1 ISCU KAT6A KCNA3 KDM5A KIF13B LIPI LRRC17 LSM1 LSM11 LSM8 LTN1 LURAP1L MAP7D2 MAPK1 MARF1 MEF2C MEIS2 MEMO1 MET MGAT4A MINDY2 MITF MMP13 MRPS5 MSL2 MYLIP MYO1B NECTIN1 NEDD1 NFIA NFKBIA NHLH2 NRIP1 NUFIP2 NXT2 PARD3 PARD6B PDE6D PHC3 PLXNA1 PMP22 PTP4A1 PTPRB PUM1 RASA2 RCSD1 REPS2 RFTN2 RPS16 RYBP SCAF8 SCN2A SEMA6D SERPINB11 SIPA1L1 SIRT1 SKIL SLC25A24 SLC36A3 SLMAP SMAD6 SOCS5 SOWAHC SP4 SPOPL STXBP5 SUDS3 TANC1 TARDBP TBCEL TCHP TEK TENT2 TFDP1 TIMM23B TIPARP TM2D2 TM9SF2 TRIB1 UBE2D3 UBE2E2 UNC50 USP6NL WDR76 WEE1 XPO1 XRN1 YTHDF1 ZBTB20 ZBTB22 ZIC5 ZMYM1 ZNF22-AS1 ZNF451 ZNF521 ZNF594 ZNF680 ZNF736 ZNHIT6 MIR6883_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6883_3P ABHD10 ABHD5 AIPL1 AMMECR1 ARCN1 ARF6 ARFGEF1 ARL1 CAMK2N1 CDYL2 CHD1L CHD7 CHRM2 COG6 COP1 CRBN DCUN1D5 EDRF1 FAM98B FBXL20 FBXO38 FIGN GADL1 GID8 GPR37 GRIN2A HDAC8 HECA IFT57 LATS2 LRP2 MEAK7 MEX3D MYT1L NCAPG2 NCKAP1 NRG2 OIT3 OR51E2 OXR1 PAQR3 PLEKHG6 POU2F1 PPL PTBP2 RASAL2 RBL1 RBL2 RRN3 SEC22B SELENOI SRP72 STAT1 SUMF1 SUZ12 TENT4B TMEM47 UBE2K ZFX ZNF875 MIR6883_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6883_5P ABCB5 ABCB8 ABCG4 ABO ACKR2 ACP3 ADAM12 ADAM21 AGAP1 AGAP2 AGPAT1 AHDC1 AIF1L ALPG ALPL ALX4 ANKRD45 ANKRD52 AP1S1 AP2A1 APCDD1 APLNR APOA5 APRG1 AR ARFRP1 ARHGAP23 ARHGDIA ARHGEF11 ARNT2 ARPC2 ARPC4-TTLL3 ASIC1 ATF7 ATP2A3 ATP8A2 ATXN1 ATXN2L AVPR2 B9D1 BAZ2A BAZ2B BCL2L1 BCL9 BET1L BICDL1 BSN C1RL C1orf210 C20orf96 C2CD2L C9orf78 CALN1 CAMK1 CAPZB CARM1 CASKIN1 CASP10 CASTOR2 CBX6 CCDC180 CCDC43 CCDC69 CDC23 CDC42BPA CDKN1A CDR2L CERCAM CHST3 CIC CLIP2 CNGA2 CNNM1 COL11A2 COL5A3 COL6A1 COPS7B CORO2B CPQ CREB3L2 CSDC2 CSDE1 CSF1 CSF1R CSF2RB CSNK2A1 CTSD CYP1A2 CYP26B1 DAB2IP DACT1 DAGLA DDAH1 DDX18 DEPDC5 DES DESI1 DLGAP4 DLK1 DNAJB2 DPF3 DTX4 DUSP4 DUSP8 EDNRA EIF4EBP2 ELAVL1 ELAVL3 ELFN2 ELK1 ENSG00000233223 ENTPD2 ERF ERI3 EYA3 F11R FAIM2 FAM131B FAM131C FANCF FAT2 FBXO10 FGFR1OP2 FIBCD1 FNIP1 FOXK1 FOXP4 FSCN1 FURIN G6PC3 GALNT2 GANAB GFOD2 GGCX GLDN GLP1R GNAO1 GNAT1 GPM6B GRK2 GRSF1 GSK3A HCFC1 HIPK2 HK1 HMGXB3 HOXA10 HOXB8 HOXC4 HYI IFFO2 IGSF8 IKZF3 IL2RG INKA2 IQSEC1 IQSEC3 IRGQ KCND3 KCNIP1 KCNK15 KCNQ2 KCNQ4 KCTD10 KHSRP KIAA1549 KIF18B KIF21B KIF5A KLC2 KRT75 KRTAP4-11 KSR2 LENG8 LRP1 LRRC4B LYN LZTS3 MAFF MAP3K9 MAPT MAVS MDC1 MECP2 MEF2D MEX3A MGAT5B MGRN1 MIEF2 MINK1 MKNK2 MLLT6 MMP19 MNT MORC4 MPP2 MRPL43 MS4A4A MTA2 MTF1 MVB12B MXD3 MYH14 MYO10 MYO1C MYRF N4BP1 NACC1 NAV2 NCOR2 NDST1 NECTIN1 NFASC NFIC NFIX NGFR NHERF2 NIBAN2 NLGN3 NOS1 NOVA2 NOX1 NPTXR NTSR1 NUP98 NYNRIN OAF ORAI2 PA2G4 PACS1 PACSIN1 PAIP2B PAPOLG PARP11 PARVG PBX2 PCBD1 PDE7A PHYHIP PIGR PIK3C2B PIK3R2 PITPNM2 PITPNM3 PKNOX2 PLA2G2A PLA2G4E PLAGL2 PLCXD1 PLEKHA5 PLEKHG2 PLXNA4 PNMA2 PNPLA2 PNPO POLH POLR1G POLR2E POMT2 POU2AF1 POU2F2 PPARD PPM1F PPM1J PPP1R9B PPP5D1P PRG4 PRICKLE1 PRR12 PRR30 PRR32 PSMB2 PTK2 PTPRA PTPRJ PURA PXDC1 RAB11B RAB35 RAB3IL1 RAB5B RAD51B RALB RALGDS RAP1GAP2 RASSF5 RAVER1 RBFOX2 RBM24 RBMS2 RELT RFT1 RHO RHOC RIMS3 RNF222 RNF24 RNF38 RNF44 RNMT RPH3AL RPL15 RPL32 RPRD2 RPS6KA2 RRP15 RSPO4 RTN3 RUSC1 S100A5 SARM1 SAV1 SBF1 SCAMP4 SCN4B SDC3 SDK1 SEC22B SENP5 SERPINA1 SH3BP2 SH3GL1 SHISA6 SHISA7 SLC12A4 SLC22A23 SLC25A23 SLC2A4 SLC35F6 SLC4A8 SLC6A11 SLC7A1 SLC8A2 SLITRK5 SMARCD1 SMG6 SOGA1 SORCS1 SOX12 SOX13 SPRY4 SPRYD4 SREBF2 SRRM4 SSBP3 STARD9 STIM1 STK35 STX1A STX2 SUFU SUPT5H SV2A SV2C SYN2 SYNGAP1 SYNGR1 SYNJ1 SYT15 SYT7 TAF4 TAP1 TET3 TFAP2B THTPA THY1 TIMP3 TMEM104 TMEM120B TMEM184B TMEM252 TMEM276 TMEM63C TMTC1 TNS1 TOMM40 TPCN1 TRAPPC14 TRIM67 TSKU TSPAN18 TTYH3 TUBB4A UNC5B USP37 UTP11 VAMP2 VPS37C VSIG10L VSIR VWA5B2 WDTC1 WNT9B XKR6 XYLT1 YBX2 YPEL4 YWHAQ ZBTB4 ZFAND5 ZNF333 ZNF385A ZNF518B ZNF544 ZNF667 ZNF710 ZSCAN30 MIR6884_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6884_3P ADAM2 ADAMTS5 ANKRD50 ATP11C ATP2B1 BATF2 CA8 CARD14 CBL CDKN2AIP COPA CROT CTDSPL2 DEGS1 DNAJC12 DPYS DSN1 EHD3 EMP2 FGF2 GAP43 GPAM HOXA1 KCNE1 KIAA0232 LARP4 LZTS3 MAN1A2 MAN2A2 MCFD2 MKX MMD MTMR10 NFYA NLGN1 NPNT NR3C2 NSD3 NUS1 OSMR PGBD2 POLR3F PTP4A2 PXYLP1 RARG RASSF3 RIMS2 RPRD2 SDHAF2 SELPLG SH3GL2 SLC22A24 TATDN2 TEX29 TMEM165 TNFAIP1 UBE2E2 UBTD2 XPO4 YWHAG ZBTB2 ZC3H12B ZC4H2 ZNF800 MIR6884_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6884_5P ABHD2 ABR ACTR3 ADAMTSL5 ADIPOR2 AFG3L2 APLP2 APPBP2 ARRB1 ARSD ASCC2 ATPAF2 BCAP29 CCN2 CDX1 CEP85 CERS6 CGNL1 CKS1B CLDN12 CNKSR3 CRIPT CTDNEP1 CYREN DAG1 DFFA DHCR24 DNAJC5G DPAGT1 DPP8 DPYSL3 EEF2K EFNA1 EFR3B EPB41L4A ETNK1 FABP7 FAM168A FAM89B FKBP4 FRMD5 FTO GABRB3 GLCE GLIS3 GPI GPN3 GPR176 HEYL HIF3A HMGA2 HOOK3 HTR6 IBA57 IGF2BP2 IKZF3 KCNB1 KIAA1328 KIF6 KRT10-AS1 LDLRAD3 LRP4 LRP8 LRRC7 MDM4 MELTF MEOX1 MGAT5B MGST3 MMP14 MMP15 MRGPRF MSI2 MTMR11 NSD2 NUCB1 OGT ONECUT2 OSBPL10 PANK3 PAPPA PARP8 PCNX1 PEX12 PHAF1 PHTF2 PLEKHA1 PLXNA4 POLE PPARGC1A PSD2 PSMA5 PTMS QKI RAB8B RAPGEFL1 RBM4 RBM4B RGN RICTOR RNF182 RPRD2 SFRP5 SGPL1 SHISA6 SLC23A2 SLC26A9 SLC35E2B SLC35F6 SLC36A3 SMG1 SOGA1 SOX5 SPTB SSH2 SSR1 ST3GAL1 STX5 SYNGR1 TAOK1 TDRP TFRC TMBIM6 TMC8 TMEM120B TMEM132D TMEM214 TMEM86A TTYH3 UBE2I UNC119B UPF2 USP38 VAT1 WBP2NL WDR35 YIPF6 YTHDC1 YWHAG ZBTB39 ZNF474 ZNF609 ZNF831 ZSWIM6 MIR6885_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6885_3P A1CF ABCA5 ABCE1 ABLIM1 ABTB3 ACOT12 ACOT13 ADARB2 AEBP2 AFAP1L2 AGGF1 AHDC1 AHSA2P AIPL1 AKTIP ALDH1L2 AMMECR1 ANGPTL1 API5 ARHGAP25 ARHGAP32 ARHGAP42 ARHGEF10L ARID3A ARL6IP6 ARPC5 ASH1L ASPN ATF7IP ATP9A B3GNT3 BBS12 BCKDHB BCL11B BCL6 BICRAL BLZF1 BMPR2 BNIP3 BORCS7 BRD3 BTLA C11orf71 C18orf63 C1QTNF7 C1orf21 C2orf88 C6orf47 C8orf44-SGK3 CAAP1 CAB39 CACNG2 CACYBP CADM2 CALCR CAMK4 CAPRIN1 CAST CCDC59 CCDC86 CD55 CDC42SE1 CDC73 CDCA2 CDIN1 CDR2L CDS1 CELA1 CELF5 CENPP CENPS CEP120 CEP97 CEPT1 CER1 CFAP68 CFLAR CHEK1 CHL1 CISD1 CLOCK CNST CNTN1 CNTN5 CNTNAP2 COCH COL14A1 COL4A4 COQ10B CPEB2 CPSF6 CREB3L1 CREB5 CSNK1G1 CTNNA2 CUL4B CWC27 CXCL6 DALRD3 DAZL DCUN1D5 DENND1B DIP2B DMTF1 DNM3 DPYSL2 DSG3 DUSP19 EDNRB EFEMP1 EGR3 EIF3B EMP1 EP300 EPG5 EPHA5 EPM2AIP1 EPN2 ERBIN ERCC4 ETF1 ETFRF1 ETV1 EYS FAM110B FAM120C FAM161A FAM172A FAM20B FAM81B FAM83B FAT3 FBXL3 FBXO28 FBXO30 FCRL4 FERMT2 FGF12 FICD FLT1 FMR1 FXN FZD10 G3BP1 GABRB3 GABRG1 GAN GAPVD1 GBP7 GCA GLUL GPC6 GPR183 GRIP2 GRPEL2 GSK3B GTF3C4 GUCY1A2 GUF1 GXYLT1 GYPA HDAC2 HDAC9 HDGFL3 HMGA2 HOOK3 HORMAD1 ICA1L IGF1 IKZF2 IL17A ILDR2 INO80D IRX3 ISCU ITGA4 IVD JADE1 KCNB1 KCNIP4 KCNMB2 KCNQ5 KDM4C KIAA1143 KIAA1210 KIF1B KIF26A KLF5 KLHL28 KLHL32 KPNA6 LAMC1 LHX9 LIMCH1 LIN28B LMBR1 LMNA LOXHD1 LPAR4 LPGAT1 LRBA LRRTM2 LYSMD3 MACO1 MAP2 MAP3K20 MAPRE1 MARVELD3 MATN2 MBNL3 MCUR1 MDM1 MED13 MED30 MED6 MEDAG MEPE METTL8 MFSD4A MIB1 MINDY2 MLXIPL MME MPP7 MTURN MXI1 MYT1 NAA30 NAALADL2 NAB1 NDST3 NEDD4L NEGR1 NEXMIF NFATC3 NIPSNAP3B NPAP1 NPEPPS NRG2 NRXN1 NSD3 NUP50 OPRM1 OTP OTX1 OTX2 OVOL2 PAPOLB PCDH19 PCDH7 PCSK2 PDZRN4 PF4V1 PHACTR2 PHAX PHEX PHF14 PHF6 PHLDB2 PICALM PIEZO2 PIGBOS1 PIGT PIK3R1 PKD2 PLCXD3 PLK4 PLPPR4 PLXDC2 PLXNA2 POU3F2 PPM1L PPP1R3B PRDM6 PRKAA2 PROX1 PRPF4 PTMA PTN PTPN12 PTPN14 PTPN4 PTPN5 PTPRT PUM2 PYM1 QDPR RAB23 RAB30 RAB39A RAB3B RALGAPA2 RALGDS RAPGEF4 RBM41 RBMX RCC2 RCOR3 RETREG1 RGS17 RIF1 RIPOR1 RNF125 RNF13 RNF207 RPF1 RPGRIP1L RPS6KB1 RRAGD SAMD4A SCARA5 SCN1A SCN8A SELENOI SERINC3 SESTD1 SETMAR SETX SGK3 SH3KBP1 SHISA9 SIX3 SLC15A5 SLC16A12 SLC16A9 SLC24A2 SLC25A24 SLC25A46 SLC2A13 SLC35F1 SLC48A1 SMAD9 SNAPC3 SNX1 SOBP SORBS1 SOX4 SPAG1 SPAG9 SPATA13 SPIRE1 SPOCK3 SPRY3 SRPK1 STK39 STRIP1 STXBP5 SYT14 TAOK3 TARP TBC1D24 TBC1D8B TENT2 TEPP TET1 TFB1M TFDP2 THAP12 TIGAR TIPARP TLCD4 TMCC1 TMED4 TMED6 TMEM19 TMEM215 TMOD2 TMPO TMPRSS11E TNPO1 TNRC6A TPD52L3 TRABD2A TRAF3IP1 TRGC1 TRIM2 TRIM5 TTC17 TTC28 UBE2A UBE4B UGT2B15 VEZF1 VGLL3 VPS13A VXN WDSUB1 WNT5A XKR6 XPO1 YTHDF3 ZBTB34 ZCCHC14 ZCCHC9 ZCWPW2 ZDHHC21 ZDHHC23 ZNF106 ZNF138 ZNF197 ZNF280D ZNF329 ZNF345 ZNF366 ZNF480 ZNF570 ZNF587 ZNF704 ZNHIT3 MIR6885_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6885_5P ANKRD40 ARHGDIA CBX6 CD7 CELF5 COL5A3 DELE1 DYNLRB1 FAM98C FBN3 FBRSL1 FOXE3 FOXJ1 FXR2 GLT1D1 GNAI2 GRIN3A IGF2 INAVA IQSEC2 JUNB KLF16 MEAF6 MED20 MLLT11 MYOG MYOM3 NFIC NFIX NIPA1 OTOGL PATZ1 PLPPR2 PPP1R14B PROSER3 RIMS4 RPS6KL1 SALL1 SERTAD2 SERTAD4 SHANK1 SKI SPATA20 SRCIN1 TCF7L2 TSC1 TUBB4A VAMP2 WIZ ZBTB7A ZNF385A MIR6886_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6886_3P ADAMTS6 ADCY7 ADM ADPRH ANO6 ARHGEF37 ATP2C1 AZIN1 BEAN1 BEST3 BPTF BRWD1 C14orf28 CBL CCDC40 CCDC68 CCNJ CHPF2 CHRM2 CPSF2 CREB5 CREBRF CXXC4 CYP21A2 DACT1 DLST DMXL1 DUSP16 ERG28 ETV5 FAM210B FBXO36 FRS2 GNB1 GPC6 IGLON5 ITGA5 JPH4 KDM3B KIF7 LIMA1 LRATD2 LRP11 MINDY4 MKNK1 MLLT6 MMAB MS4A14 NAA50 NECTIN1 NR1H3 PAX1 PDP1 PHEX PIK3C2B PLET1 PROSER2 PTCHD1 RALGAPA2 RBFOX3 RBMS3 RGSL1 RHOBTB1 RICTOR RNF212 SAMD4A SAMSN1 SEMA3D SHISA9 SLC11A1 SLC22A10 SLC8A1 SLC8A3 SMAD3 SOGA1 SRSF10 SSH2 STAT1 SUCLG2 SVIP TBC1D7 TDG TLCD5 TNRC6C TRMT13 TTC17 UBA52 UGCG VGLL3 ZBTB34 ZFP91 ZNF514 ZNF81 ZNF827 MIR6886_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6886_5P CFAP20 DGKQ KLK4 NKX2-5 PPP4R1 TBC1D5 TP63 WNK1 MIR6887_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6887_3P AAK1 ACTN4 ADPRS ADRB1 AGAP1 AGPAT1 ANKRD42 ANKRD52 ANKRD65 AOC3 APLN AQP1 ARHGAP10 ARPC1B ASIC4 ATP8B3 ATPSCKMT B4GALT2 B4GALT6 BCL3 BLCAP BRSK1 C3orf18 CACHD1 CACNA2D1 CADM4 CALM1 CAMTA1 CASP2 CBX1 CCDC120 CHD3 CITED4 CLDN4 CNPY2 CXXC4 DAB2IP DAG1 DHRS7 DNAJB2 DYNC1LI2 EFR3B EIF5A ELAVL3 ELFN2 EPHB2 EPHB3 EPHB4 ERP44 EYA2 FAM241B FBXO32 FCHSD1 FCHSD2 FOXO4 GABARAP GFAP GRIP1 GTPBP1 HEY1 HMGA1 HMGXB3 HOXA7 HPCA IGF2 ILVBL IPO5 IPO7 ITPR2 JARID2 JUNB KAT8 KATNIP KIF6 KPNA6 KSR2 LARP4 LHFPL4 LZTS1 MAG MAN2A2 MAP1A MARK2 MECP2 MEX3A MIDN MLEC MLLT6 MNT MS4A15 MYO10 NAT14 NBL1 NEURL1 NFIX NIBAN2 NPAS4 NSD1 NSMF NTM NUFIP2 NXPH3 NYAP1 OIP5 OPALIN OPN1MW OTUD7B PARVG PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHAC1 PCDHAC2 PCTP PDE7A PEA15 PEDS1 PGM5 PGPEP1 PHF2 PIGH PIM2 PITPNM3 PKNOX2 PLPP2 PLPP4 PLXNA1 PLXND1 PNMA1 PNMA3 POLDIP3 POMP PPP1R3C PPP4R3A PSD3 RASGEF1B RIMS4 RND1 RNF165 RNF222 RPL28 RPL32 RPRD2 SCN2B SDC3 SEMA3G SFXN5 SH2D5 SHC3 SLC6A17 SLC6A2 SNN SNX1 SOCS3 SOX11 SOX9 SPATS2 SPTBN4 SRCIN1 STIP1 SYNGAP1 TBC1D16 TCTN1 TET3 TLE4 TMEM198 TMEM95 TNFRSF12A TNRC6B TNS1 TOMM40 TRAM2 TSPAN16 TSPAN5 TSPOAP1 TTC7A UEVLD USP14 VAV2 VCPIP1 WT1 XKR7 ZNF385A ZNF512B ZNF704 ZNF740 ZNF780A MIR6887_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6887_5P A1CF ABHD18 ACIN1 AMT ANGEL1 AP1G1 ARSB ASB6 ATG2B ATP2B2 ATXN1 ATXN7L3 B3GAT1 BCL2L1 BCL7A BMF BRPF3 C9orf153 C9orf64 CADM4 CALM1 CAMLG CASP3 CBX6 CCDC43 CMIP CNN1 CNTFR COPG2 CPNE5 CTNNA2 CX3CR1 DDX17 DELE1 DISC1 DNM3 EFHD2 EFNA3 EIF4B ELAVL2 FARP1 FBRSL1 FBXL16 FLRT1 FN3K FXR2 GAL3ST4 GAS1 GCOM1 GDI1 GET3 GIGYF2 GINS2 GNAI3 GRK3 HDAC9 HEPN1 HLA-DMA HNRNPK HNRNPU HOXC5 HOXD13 HSF2BP IGF2BP1 IL2RB IMPA2 IQSEC2 ITGA5 KCNC3 KIFBP LDB1 MAP4K4 MDK MECP2 MED17 MINK1 MKX MLLT11 MLLT6 MND1 MSI2 MUC3A MYOG NAA11 NDFIP2 NFIC NFIX NOVA2 NUFIP2 P2RY8 P3R3URF-PIK3R3 PGM1 PGPEP1 PHOSPHO1 PIAS3 PIK3R3 PLEKHB1 POLR2M POM121 PRKACA PRRC2C PTGIS QSOX1 RAB5B RAB7A RASA4 RBPMS RNF165 SERTAD2 SHOC2 SLC39A5 SLC8A2 SOX12 ST3GAL1 STEAP2 TBR1 TEAD2 TMEM217 TMEM218 TNFRSF11A TRAK1 TRDMT1 TRIM71 TUBB4A U2SURP UBE2K UCK2 URM1 VAMP2 ZBTB7A ZBTB7B ZBTB7C ZCCHC13 ZFP36L1 ZNF385A ZNF529 MIR6888_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6888_3P ABHD10 ADGRF5 ADGRL1 AKAP6 APLF ATXN7 BCL11A BDP1 C18orf25 C2orf72 C2orf83 CACNA1I CALN1 CDC42BPA CDK15 CMPK2 CREB3L3 CUTC DENND1B DOCK3 DPY19L3 DSCAML1 FAM131A FIGN FOXK2 GAD2 GCNT2 GLS2 HPX HTR7 IGF2BP3 ILRUN KLK7 LAYN LMX1A LRRC58 LRRIQ3 LRTM2 MBNL1 MYOCD MYT1L N4BP2 NAT8L NCBP2 NFIA NFYA NLGN3 NSD1 OLR1 PDAP1 PEX5L PFN4 PLA2G4D PPFIA2 PTBP2 R3HDM2 RASA2 RBFOX1 SART3 SIGLEC9 SKIDA1 SLC35A3 SLC5A7 SMAD4 SMARCE1 SOX14 SP100 SPPL3 TAB2 TACC1 TBC1D3 TBC1D3H TEC THUMPD2 TLCD2 TNFAIP8L1 TREML2 TRIQK UBE2Z UHRF2 USP13 VAV3 WBP1L XKR4 ZBTB20 ZDHHC17 ZFAND1 ZKSCAN7 ZNF37A ZNF484 ZNF641 ZRANB1 MIR6888_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6888_5P AAK1 APOL4 ARHGEF35 ARMS2 ATRNL1 BASP1 CAMTA1 CCDC87 CDK19 CFLAR CIAO2A CNR1 CYP4B1 DACH1 ECRG4 EGR3 EYA3 FAM172A GMFB GNB4 HAUS6 HOGA1 HSD3B2 HTR1A IRF6 KDM7A LPL MAGEB1 MAN1A1 MAP10 MAS1 MOSMO MTF2 NAV1 NDUFS4 OSTM1 PABIR3 PANK3 PCGF5 PCSK5 PDE4D PDS5A PIK3C2B PMS1 PTAR1 SH3TC2 SLC6A12 SS18L1 STEAP2 TC2N TENT4B TM4SF18 ZIK1 MIR6889_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6889_3P ABR ACTN1 ADAMTS6 ADGRB1 AKIRIN1 APLP2 ARHGEF4 ATP10A ATP6V0A2 ATP9B B3GAT1 BICD2 CABS1 CD160 CHD6 CLK3 CLN8 CNDP1 COQ10A CSRP2 CTNNA2 CTRL DDX23 DEPDC5 DICER1 EMX2 FAM53A FBXL3 FCGR1BP FGFRL1 GALNT15 GPC6 GPHN GPR85 GRIP1 GSG1L GTF2H1 GTF3C4 GUCD1 HAVCR2 HMGN3 ITIH6 KLF14 KLHDC8A KLHL2 KRBA1 MIER2 MLH3 MYLIP NCAM1 NEXMIF NRBP1 PACS1 PACSIN2 PAGR1 PALLD PAPOLA PDAP1 PDE2A PHC2 PHF24 PHTF2 PLCB4 RALGPS1 RBMS3 RIMKLA RIMS1 RIMS4 RNF43 RPGR SAMD14 SCOC SELE SEMA5B SH3GL2 SLC25A35 SLC2A12 SLC35F1 SLC8A1 SLITRK3 SMAD5 SP4 SPRED1 SPRY2 SPTB STK35 STRIP2 SULT4A1 SUN1 SURF4 TCOF1 TENM3 TMF1 TMPRSS11E TSC1 TTC23L UBL3 WDR26 WWP1 YTHDF3 ZBTB43 ZDHHC9 ZNF185 ZNF20 ZNF518A ZNF586 ZNF689 ZNF704 MIR6889_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6889_5P ACBD4 ARHGDIA ATP2B4 CELSR2 COL9A2 CORO1B CXCL12 EFHD2 EPHB4 MTSS2 NAB1 PCSK6 PLGLB1 MIR6890_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6890_3P ABHD14B ADAM18 ADAMTS4 ALDH1A2 APLN ATXN1L BOD1 BPNT2 BROX C4BPA C9orf152 CAB39 CALM1 CAND2 CCDC81 CEP55 CGGBP1 CLN5 COG6 DAG1 DDX43 DESI2 DFFA DISC1 DNAJB9 DOCK4 DPH5 FOXN3 FXR1 GANC GUCY1A2 HEPH HSF2 IL6ST INA INTS6L ITM2B JCAD KAT14 KCNC2 LARGE1 LHFPL4 MEOX2 MFNG NELL2 NXPH2 ORAI2 OTUB2 PAQR9 PEG10 PERP PGAM1 PGAM4 PHF12 PLA2G15 PLEKHG4 POU2F1 PPP4R4 PRMT2 PROCR PRR14L RAP2C RBIS REEP3 RFX3 RGL2 RHAG SAMD5 SBNO1 SEC63 SFPQ SFXN5 SLC25A25 SNCA SOS2 SPPL3 TEX30 TMEM104 TRAF6 TSPAN33 TWF1 UBE2W UBN1 UNC119B UNC5B USH2A WAC WDR43 XPO7 ZMYM4 ZNF512 ZNF710 MIR6890_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6890_5P ACBD7 BBS9 C22orf39 DYNC1I2 HELZ LPCAT2 NALF2 NCAPH NDRG4 NONO NOVA1 POC1B RC3H1 SLC22A4 SLC39A8 TRAPPC3 VIPR2 WDFY3 ZNF189 ZNF37A MIR6891_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6891_3P ABCC3 ADAM23 AGBL4 ALG6 AMOT ANGPT2 APPBP2 ARHGEF33 ATRNL1 BECN1 C1orf21 CAMKV CCAR1 CEP41 CERS6 CLIP4 CNR2 CREB1 CUL5 DCX DENND4A DPY19L3 FAM168A FLT1 GFI1 HIF1AN HNRNPDL IFIT5 KCTD20 KCTD3 KPNA5 LEMD3 MICU1 MON1B MSL2 NETO1 NPTN NUDT13 OLIG2 ONECUT2 PCYT1A PIK3R3 POLE4 PPT1 PRKCI PTPRT RAB3B RIC3 RNF168 RNMT RRP15 RUNDC3B SEPTIN4 SIX1 SMARCAD1 SNX20 SPRY2 STK3 SYT1 TINF2 TMEM221 TTL UBXN4 VDAC2 VWC2 ZNRF3 MIR6891_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6891_5P ABLIM3 ADPRHL1 APH1A APOBEC3H ARID1A ARMC7 ARPP19 ATP6V1A AUNIP AURKA C2CD5 CBL CD55 CDYL2 CELF4 CEP170 CFLAR CHD4 CLCN3 CLUL1 CNOT6L COBL CORO2B DNA2 EGR3 EN2 EPHA7 EPM2AIP1 FBP1 FCHSD2 FHIP1A FKTN FRYL G6PC1 GMFB GSPT1 HNRNPH1 HYAL4 JCAD KAT6A KAZN KMT2A LCE2C LGI2 LRRC70 MAL2 MAX MCU MECP2 MEF2D MIB1 MYO1D MYO6 NHEJ1 NOVA2 NRM NUFIP2 NWD2 OSM OXSR1 PAFAH1B2 PCDH19 PHACTR4 PICALM PIM1 PLEKHS1 PPP1R16B PPP6C PRH2 PRR13 PRRC2B PRTG PTGER3 PYCR2 RAB8A RBIS RELN RETREG3 RGPD5 RGPD6 RGPD8 RIMS3 RNF125 RNF5 RTKN2 RUNDC3B RUSC1 SDK1 SEMA3F SHISA6 SLC24A4 SLC25A35 SLC9A5 SMG5 SNTA1 SNX16 SOGA1 SON SORCS1 SPOCK1 STK40 TACR1 TAOK1 TMEM184B TMEM35B TOB1 TOPORS TRIM67 UBE2Q1 UBR7 UBTD2 UHRF1 USP32 VAMP1 VAV3 VAX1 VSX1 YIPF6 ZBTB7A ZDHHC9 ZKSCAN1 ZNF391 ZNF444 ZPBP2 MIR6892_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6892_3P ABRAXAS2 ACSM2B ADSS2 AIF1L ANAPC13 ARHGAP10 ARHGAP25 ARRDC3 ASTN1 ATF7 ATXN7L3 BACE1 BCAS1 BCL9 BCO2 BPNT2 C15orf32 C1orf174 C2orf72 CAMK2A CAPS2 CBX6 CD2AP CHD3 COA1 CPEB3 CREB3L4 DDX6 EMX2 FAM171B FAM193A FAM241B FARP1 FLCN GLI3 ID4 IER5 IFT46 JMY KCNQ2 KLHL25 KRT77 LIN28B LMNTD1 LUZP1 LYZL1 LYZL2 MAFB MBNL3 MECP2 METTL7B MICAL3 MSI2 NAPEPLD NLRC3 NQO1 NR2F2 NSL1 NXPH1 OR2H1 PATJ PCNP PIK3R1 PLOD1 PLPPR4 PPARGC1A PTDSS1 RASL10B RASSF2 RCAN1 RNF165 RNF212B RNF44 RPF2 S1PR3 SAMD4B SDC3 SEC61A1 SIX3 SKAP2 SKP2 SLC39A1 SLITRK6 SP8 SRP19 SRSF6 SSTR3 SYCP2 SYT11 TBC1D1 TGFBR1 TMCC2 TMEM164 TNFRSF13B TNS1 TRAF6 TREM1 TRIM26 TRMT2A TRPM8 ZBTB12 ZBTB20 ZDHHC17 MIR6892_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6892_5P ABCG2 AFAP1L1 ANKS6 ANOS1 ANXA2R ANXA9 ARID4B ARL15 ARPC5 BTN1A1 C1orf50 CASC3 CCDC59 CEBPD CELSR3 CITED2 COPS2 CORO2B COX19 CREB3L2 CSRNP2 CTNND1 CYLD DDX59 DEFB129 DNAJC25 DNHD1 DPP10 DPY19L2 DTX3L DUSP11 ELMO1 ERC2 ETV3 F2RL2 FAM161A FBXO30 FDXACB1 FUT9 GABBR1 GABRE GAGE1 GDNF GPC6 HERC3 HSPE1-MOB4 ITGB1BP2 KATNAL1 KCNB1 KLHL6 LRP6 LRRC10B MAP3K2 MED13L METTL4 MFAP3L MOB4 MTMR11 NFIB NPAT PIP4P1 PRKAA2 PROX1 RCC2 RGMA RNF213 RSBN1 SBSPON SGO1 SLC12A8 SMARCA5 SMG1 SRBD1 SRSF3 SSR1 ST6GALNAC3 TGFB2 TNFRSF11B TRA2A TTR U2SURP VPS45 ZFHX3 ZIC4 ZNF181 ZNF24 ZNF302 ZNF500 ZNF559-ZNF177 ZNF572 ZNF592 MIR6893_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6893_3P ADCY1 ADGRA2 AP3M1 APOBEC3F AR ATP11A ATXN1 ATXN7L3 BACH2 BAZ2A BICD2 CASKIN1 CCDC198 CD84 CDC42EP4 CEP112 CES3 CHD2 CHST11 CHST15 CNTNAP1 COX16 DBX2 DCBLD1 DHX35 DOCK4 DSTYK ERVV-2 FAM193A FLT1 FOXO1 GPD1 GRIP1 GSS HMGA2 HNRNPL HSPA12A IFIT1 ING3 INO80 KLF12 LRRK1 MAP4K4 MAU2 MBNL1 MGMT MLEC MTMR1 NR4A3 OR12D3 OSCAR PAG1 PEAK1 PIK3CA PLEKHG4B PMAIP1 PRTFDC1 PSD3 RAP1GDS1 RAPGEF1 RFX7 RNF20 SCG3 SEC22C SEZ6 SH3PXD2A SLAMF6 SLC4A4 SMAD1 SMAP1 SMURF1 SOGA1 SPTSSB SRSF6 SYNJ2BP-COX16 TADA1 TMEM117 TMEM161B TPM4 TPO TRIM33 UPF1 USP37 VDAC2 VPS26A WNT10B ZCCHC17 ZDHHC15 ZDHHC5 ZNF189 ZNF827 MIR6893_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6893_5P ABCC5 ADAMTSL4 AMFR ANK1 ANKRD63 ANKS1B AP1M2 ARF3 ARHGAP1 ASPHD2 ASXL1 ATP1B2 ATXN1 BACH2 BAIAP2 C2orf68 C9orf152 CACNA1B CADM2 CAMSAP2 CASTOR2 CBFA2T2 CBX5 CCDC136 CCDC80 CD300LG CDK16 CFAP418 CFL2 CKMT2 CNOT2 COL5A3 COPS7B CRELD1 CSF1 CTNNA3 DCAF10 DEPTOR DIP2B EFNA1 EI24 ESRRG ETF1 ETV6 FAM104B FAM120C FAM227A FBXL20 FHIT FSTL4 GABBR2 GARRE1 GLG1 GPR153 GRIP2 GUF1 GYPE HAPLN1 HDGFL2 HEATR1 HLF HMGN3 HS3ST3B1 ICMT IQCJ-SCHIP1 IRGQ JPH4 KCNA1 KCND2 KIAA0930 KIF18B LHPP LIFR LINGO1 MACC1 MAP3K9 MAPK8IP1 MAPKBP1 MAVS MBOAT2 MFSD14B MLEC MOB3B MORN4 MOSPD3 MYO15A NCOA4 NDUFB4 NECTIN1 NECTIN2 NF2 NFASC NHSL1 NR4A3 NR6A1 NSD1 NUCKS1 PACS2 PARD3B PCBD2 PCCB PDE3A PDXK PDZRN3 PEA15 PFKFB3 PGAM1 PIK3AP1 PITPNM2 POU4F1 PPFIA2 PPM1M PRKN PTPN12 RAB35 RAB3C RAB9B RANBP10 RANGAP1 RETREG2 RHOA RNF169 SCAMP2 SCN4A SEMA3F SH2B3 SH3PXD2B SIRPB1 SLC12A5 SLC12A6 SLC24A2 SLC24A3 SLC25A37 SLC25A45 SLC30A7 SLC43A2 SLC4A7 SNPH SOX6 SPOCK2 SSH2 SSR1 ST8SIA2 STARD3 STEAP2 STIM1 STMN2 STX2 SUPT6H SV2B SYS1 TAF9B TBL1Y TEAD3 TENT4A THEM5 THY1 TMCC1 TMEM201 TNR TOM1L2 TRAF6 TRIM33 TRIO TUB USP9X VANGL1 VCL VDR VGLL4 WIPF3 XPO7 YPEL1 YWHAQ ZBTB21 ZBTB47 ZC4H2 ZDHHC9 ZNF592 ZNF608 ZNF609 ZNF672 MIR6894_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6894_3P ABRACL ADAM10 AGGF1 ANGPT2 ARMCX6 ATP10A BCL6 BTBD3 C10orf55 C1orf216 CADPS2 CASP10 CD177 CEP85L CGGBP1 CNST COX11 CPEB1 CPEB2 CRKL DPP8 DTWD1 ELAVL2 EPHA10 ERRFI1 ETV5 EXD3 FGFR2 FOXQ1 GATD3 GCSAM GPM6A HGH1 HM13 IL1RAP KCNE1 KCNJ2 KPRP LINC03042 LINGO2 LPGAT1 NAA25 NBPF11 NBPF12 NBPF14 NBPF15 NBPF20 NBPF3 NBPF8 NEDD4L NR4A2 OS9 OSBPL7 PIK3CA PLN PLPPR5 PTPRG RAPGEF1 RNF111 SALL3 SHC3 SHROOM2 SLC4A8 SLC6A11 SLITRK6 SNN STAT5A SZRD1 TOP3A ZNF608 ZNF609 ZNF74 ZSWIM1 MIR6894_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6894_5P ADAM12 BCAM CCL11 CFLAR CHRDL1 CMC4 COPS2 CPEB2 CXorf38 FAM114A2 FAM169BP FAM78A FSCN3 GPATCH1 HIPK1 IRAK1BP1 KPNA3 KRTAP9-2 KRTAP9-4 KRTAP9-8 LHPP MAOB MECP2 MFHAS1 MTMR4 NDFIP1 NRBP2 OR12D3 OR2H1 PCDHB6 PDE6D RAB1A RBM20 SCN3B SERPINE3 SFXN3 SHISA6 SST STC1 TLCD3A TM4SF19 TMEM106A TSSK1B TUSC3 ZNF589 ZNF784 ZSCAN16 MIR6895_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6895_3P A1CF ABO ACER2 ADAMTS3 AFTPH AMMECR1 ARCN1 ASIC1 ASXL2 AXIN2 BAMBI C2orf49 CACNG8 CASK CHCHD3 CHMP7 CHST9 CHTOP COL22A1 CPLX2 CTSO CUTC DDR2 DENND6A DLG2 DNAJC3 DOK6 DRAM2 ECM2 EEIG2 EPB41L1 ERG F7 FGF20 FUT8 HLA-A HLA-G HRH3 INO80 KCNIP1 KLHL14 LPP LRRC39 MBD1 MCC MED23 MLANA MOXD1 MPZL3 MXI1 NHLH2 NTM NUAK1 NYAP2 OSBPL11 OSTF1 PALM2AKAP2 PPIG PPP2CA PRDM16 PURA RAB8B RANBP17 SBF2 SERTAD1 SH2D1A SH3PXD2A SLC38A1 SLC4A1AP SLC7A7 SMYD4 SON SORBS1 SPINK13 STON2 SUGP2 TCAIM TIMM17A TIMP3 TMEM248 TMPRSS11A TRIM37 TRIP13 TTC39B XPNPEP3 ZNF208 ZNF343 ZNF625 ZNF638 ZNF676 MIR6895_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR6895_5P ABCA1 ADIPOR2 ADPRM ANKRD24 BICRAL CA14 CACNB1 CBX5 CDIP1 CEBPZOS CENPB CGGBP1 CHD8 CSDE1 CTNND1 DARS1 ERV3-1 FMN1 FOXJ2 GMCL1 HECTD4 JADE1 KSR1 LAMA5 NALF2 PDZK1IP1 PLAG1 PLEKHA1 PLEKHH3 PRICKLE1 RAB1B RAD9B RNF180 SF3B2 SFPQ SIM1 SOGA1 TMEM239 TNIK TRIL TSHZ2 UBQLN2 VDAC1 WASHC4 ZNF148 ZNF521 MIR708_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR708_3P ABCA5 ABHD5 ABRAXAS2 ADAMTS3 AHCYL2 AIG1 AKAP13 ALCAM ANKRD42 AP3M1 AQR ARHGAP17 ARHGAP5 ASAP1 ATF7 ATG7 BAZ1B BBX BORA C1GALT1 C7orf57 CAPZA2 CATSPERB CDH6 CDK13 CDY1 CDY1B CDYL2 CELF2 CFAP298 CHRDL1 CIAO2A CLEC7A CLOCK CNST CTTNBP2 CXXC5 DAAM2 DDHD2 DHX40 DYNLT3 EMP1 EPB41L3 ETNK1 FADS1 FGF14 FGR GABBR1 GLB1L3 GPD2 GPRASP3 GTPBP1 HECA HSPA4L JARID2 LARP4 LDLRAD3 LHX9 LNPK LPP LRRC59 MAML3 METTL8 MSI2 MYEF2 NEFL NEIL2 OTUD3 P2RY1 P2RY13 PHF20L1 PLCB4 PLEKHH3 PLPPR1 POLR1D PPHLN1 PPP1R15B PSAT1 PSIP1 PTGER3 RAD51AP1 RGN RHAG RNF182 RPTN SCAMP1 SDHAF3 SETMAR SH3TC2 SLC25A46 SPRED1 STRN3 SYTL4 TBC1D30 TENT4B TJP1 TMBIM6 TMF1 TOP3A TPGS2 TRAF3 TRAPPC6B TRIM9 UNC79 USP42 VDAC2 VIM XPO7 YWHAB ZDHHC23 ZEB1 ZFHX3 ZNF518A ZNF592 ZNF687 MIR708_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR708_5P ADGRL1 ARIH1 ARL17A ASPA BAG1 BBS10 BCAM CCL28 CEP162 CNTFR DCUN1D5 EN2 EOMES FAM107A FGB FOXJ3 FOXN3 GARRE1 GIT2 GON4L GPM6A GSK3B HYCC1 IKBKB JPH1 LSMEM1 MST1L NDOR1 NFE2L2 NOVA2 NPY2R OSBPL10 PATE4 PLAG1 RORA RPRD1A RPTN SKA1 SLC44A5 SSRP1 TAS2R14 TEF TMEM260 TNS3 TRIM23 TRPC4AP WNK3 WSB2 ZKSCAN8 MIR7106_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7106_3P AKAP1 ANKRD13A ATXN10 BCAN BTG2 CDC42BPG DDX3X DTX4 EDAR EEF2KMT EIF4EBP2 ELAC1 FAM86B1 FAM86C1P FBXO42 GNA12 ITGA3 JPH1 KDM2A KMT5C KPNA6 LDB1 MREG NEDD9 NF2 NUCKS1 ORMDL3 PPARGC1B PPP1R37 PRAMEF11 PRAMEF15 PRAMEF19 PRAMEF25 PRAMEF4 PRAMEF5 PRAMEF6 PURA RAPGEFL1 REEP5 RERE RPS6KA1 SETD5 SHISA9 SSTR2 TMEFF2 USP12 XPO1 ZDHHC11 MIR7106_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7106_5P A1BG ABCG4 ABHD4 ACKR2 ACTR3B AGPAT1 AHDC1 AIF1L AIFM1 ALS2 ANKRD54 ANKS4B ANO6 APOBEC3F APOL6 AR ARF5 ARG2 ARGFX ARHGEF11 ARID2 ARL4D ARL6IP5 ASPG ATF6 ATF7 ATF7IP2 ATXN2L ATXN7L3 AVL9 BACH2 BAK1 BAZ2A BCL9 BLOC1S3 BMAL2 BMP8A BTF3L4 CACNG7 CADM3 CALCR CASP10 CAST CASTOR2 CBX5 CCL28 CCND3 CD164 CDC20B CDH1 CDK2AP1 CEBPZOS CENPO CES4A CES5A CGNL1 CLSPN CNEP1R1 COG5 COL11A2 COPS7B CORO2B CPLX2 CPNE4 CREB3L2 CREB5 CRTC2 CS CSDC2 CSNK1G3 CTNNA3 CUX1 CYP1A2 CYP20A1 DAB2IP DACT2 DAGLA DBP DENND2B DEPDC5 DERL1 DHH DLG5 DNAJC8 DTX4 EEF2K EEIG1 EFCAB2 EFNB3 EIF4EBP2 ELK1 ELMO1 ENTPD5 EOGT EPS15L1 ERLIN2 EXPH5 FBN2 FBXL20 FGF23 FGFBP3 FNDC5 FNIP1 FOXK1 FOXP4 FTCD FURIN FUS GAB2 GDF11 GIPR GLG1 GM2A GNAO1 GNAT1 GNL3L GNPNAT1 GPLD1 GPT2 GRID2 GRIP2 GRM5 GTDC1 GYG2 HDAC9 HECTD4 HERC3 HNF4A HOXC10 HP1BP3 HPDL HRH2 HUNK IDS IGF2BP1 IGFBP5 IKZF3 IMPDH1 INKA2 IQGAP1 IQSEC1 IRAK3 IRGQ ISLR ITLN1 JPH2 JPH4 KANK2 KCND1 KCNIP1 KCNJ3 KCNJ6 KCNQ2 KHDRBS1 KIAA0513 KLK4 KNCN LDLRAP1 LEPROT LPIN3 LRP4 LRRC59 LZTS3 MAML1 MAP3K13 MAPK13 MARK2 MARK4 MASP1 MAT2A MAVS MDM4 MIP MOB3A MPIG6B MPP2 MPV17L MRPL30 MTFMT MTFP1 MUCL3 MYO10 MYO1D MYOZ2 N4BP1 NACC1 NALF1 NANP NAV1 NCEH1 NCKAP1L NCR3LG1 NDST1 NDUFA10 NECTIN1 NEK2 NFASC NFAT5 NFIC NMNAT2 NOS1 NOVA2 NRF1 NRIP2 NSG2 OAS3 ODAPH OGFOD1 ORAI2 OSBPL1A P4HA1 PACS1 PACSIN1 PAPOLG PAQR4 PAX2 PAX7 PCBD2 PDE7A PDLIM2 PDLIM7 PDPN PFN2 PHACTR4 PI3 PKP1 PLCXD1 PLEC PLEKHA5 PLXNA4 PNPO POLDIP3 POU2AF1 POU2F2 PPIE PPIL3 PPM1F PPP1R11 PRICKLE3 PRKCA PRND PRR12 PSMB2 PSORS1C1 PTPRB PURG PXN RAB21 RAB35 RAD51B RALB RBM19 RBM23 RBMS2 RGS5 RIMS3 RMND5B RNF103 RNF114 RPH3AL RPL15 RRP15 SAMD4A SARDH SART1 SCAI SCG2 SDK1 SENP5 SEPTIN3 SH3BP2 SHISA6 SHISA7 SHOX SIDT2 SKI SLC25A45 SLC2A4 SLC35F6 SLC36A3 SLC4A8 SLC6A11 SLC7A8 SLCO2A1 SLMAP SMUG1 SNU13 SOGA1 SORBS3 SOX4 SP8 SPINDOC SRGAP1 STK25 STK39 SULT1E1 SUSD5 SV2C SYBU SYNGR1 SYPL2 SYT15 SYT2 TBC1D20 TBC1D24 TBL2 TCTN2 TEAD2 TEX261 TFDP2 THBD TIAM1-AS1 TMED10 TMEM14B TMEM164 TMEM239 TMEM63C TMTC1 TNFSF9 TNRC6A TOM1L2 TOMM40L TPCN1 TRAF3IP2 TRAPPC3 TSPAN31 TSPYL5 TXNDC12 UBE2D4 UBXN2B USP54 VAMP1 VAMP2 VAT1 VIRMA VPS13B VPS25 VWA5B2 WDR64 WFDC1 XPO4 ZDHHC15 ZHX3 ZNF177 ZNF354C ZNF365 ZNF385A ZNF497 ZNF501 ZNF544 ZNF554 ZNF559-ZNF177 ZNF572 ZNF619 ZNF639 ZNF674 ZNF814 ZSCAN26 ZXDA MIR7107_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7107_3P ADAMTS19 ASIC2 AUTS2 BICD2 C2orf83 CERK CHD2 CLIP3 CREB3L3 CTHRC1 CTNND1 DNAJC6 EVC GNAL KSR2 MBNL2 MON2 MTF2 NAA15 NAGPA NDRG1 NFAT5 NFIA NPHP1 P2RY1 PAPSS1 PDPK1 PIP5KL1 PPP1R9B PPP4R3B PRG4 PRLR RAB11FIP4 RAB30 RAD21 RC3H1 SELENOT SERPING1 SGSM2 SLC1A1 SLC22A23 SOX11 SPTBN1 SRC SRP9 SUPT7L TBX5 TENT2 THSD7A TMEM91 UBE2Z XPO5 MIR7108_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7108_3P ABHD8 EIF4G3 GRIK4 HSPB8 ISLR2 KIAA1755 NTN1 RGS3 RNF165 SLC45A4 SMG7 WNT3A ZNF589 MIR7108_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7108_5P BMPR2 BPGM BPY2 BPY2B BPY2C BSPRY BTBD1 C18orf25 CCDC80 CDC27 CHD7 CNTNAP4 CREB1 DCLK1 DERL1 DRAM2 ERF FAM83A GLCCI1 GNAS HERC1 LIN28A MAP6 MAPT MOCS1 MPC2 MPHOSPH9 MYT1 NRG1 PTER QSER1 RAI2 RB1 RD3 RHOF RNFT1 SAMD12 SARM1 SETD2 SOX4 SUMO1 TBC1D5 TEX36 TLK2 TSKU TWF2 WIZ YWHAH MIR7109_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7109_3P AATK ADAM17 ALDH8A1 ANKHD1 AQP4 ARID1B ATP6V1E1 ATXN7 C4orf19 C7orf57 CMPK1 CPEB2 CSMD2 DDX5 DIXDC1 DNAJC27 DRD1 DZIP3 ELAVL2 ERBB3 FBXL17 FOXN2 FPGT GJA1 GLT1D1 GPC4 HHAT HHLA1 HSD17B11 ICMT JAG1 KIAA1217 LRRN1 MTHFD2 MTOR MYCT1 NECAP1 NPEPPS PAGE4 PALLD PCYT2 PDCD2 PHOX2B PJA2 PLEKHA1 PPP1CC PRKG1 PRRC2B PTAR1 PTPN20 RALGPS1 RETSAT ROBO1 SAR1B SLF2 SMYD5 SON SP2 STXBP5 TMEM68 TOX3 TTBK2 TXLNB VPS72 ZDHHC15 ZNF749 MIR7109_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7109_5P ABHD8 ACIN1 ACTB ACTR3 ARRB2 BAHCC1 BCL7A BMF BRPF3 CAMLG CBX6 CCDC43 CKAP4 CNKSR1 COL1A1 CPNE5 DAGLA DDX17 DPYSL3 EIF4B ELFN2 EOLA1 FAM120A FGFBP1 FKBP3 FOXP4 FXR2 GAL3ST4 GATC GIMAP6 HPCA HSF2BP IGF1R IGF2 IL2RB IQSEC2 KCNC3 KCNJ6 LIMK1 MBD6 MDK MECP2 MED17 METTL9 MORC1 MYEF2 N4BP2 NDST1 NFIC NFIX NOVA2 OST4 POFUT1 PRKACA PRR12 PTGIS RBM26 RGS19 SERTAD2 SETBP1 SHOC2 SLC25A43 SLC39A5 SLC45A3 SPRED2 UBQLN4 URM1 VAMP2 ZBTB4 ZBTB6 ZBTB7A ZNF32 ZNF385A ZNF529 ZSWIM4 MIR711 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR711 ACVR2B AK2 ALAS2 AP2B1 ARMC1 BNIPL C14orf180 C2CD2 CDK5R1 COL4A5 CREBRF DCAF10 DUSP5 FGF14 GATA2 HAPSTR1 IL18BP KRTAP20-3 LARP1B MEX3C MYD88 NECAP1 NTRK3 PAK2 PSMA4 RBSN RGS5 RPRD2 SKI SLC36A4 SMARCD1 SYNPO2 SYT1 TADA1 TBXA2R TET3 TK2 TMEM230 WNT4 ZBTB10 ZNF638 MIR7110_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7110_3P ACER3 ACSM2A ACTN2 ACTR3C ADAMTS17 ADPRH ADTRP AGAP1 AGPAT1 AHDC1 AICDA AMMECR1 ANK1 ANKS4B AP3D1 AP4S1 APOLD1 ARHGAP19 ARL15 ASAH2B ATG10 ATP6AP1L B4GALT5 BBX BCL11A BHLHE22 BNC2 BRINP2 C12orf50 C22orf46P C2orf49 CABP5 CABP7 CACNG8 CALHM5 CALN1 CALU CASK CASP2 CBS CC2D2B CCDC103 CCDC77 CCDC93 CCL16 CCND1 CD300E CD3E CD86 CDC42BPA CDV3 CELF4 CELSR2 CEP126 CFAP97D1 CHMP7 CHST15 CKAP2L CLCC1 CLCN3 CLIP4 CNOT9 CNTD1 COQ3 CORO2A CPD CPED1 CPLX2 CPLX3 CPXM2 CTTNBP2NL CUX1 DCAF12L2 DCUN1D5 DDX19A DGKE DIAPH1 DIRAS1 DIRAS2 DISC1 DLG2 DLG4 DLST DLX6 DPF3 DPYD DUSP7 EEIG2 EGFLAM EGFR EIF1AD ELAVL3 ELAVL4 ELOVL7 EMP1 EMX2 ENPP1 ENSG00000274276 ENTPD1 EPB41L3 EPHA10 EPHA4 ERCC1 ESRRG EYA3 F7 FAF2 FAM131B FAM199X FBXL16 FCRL4 FEM1A FEN1 FFAR4 FIBIN FMR1 FOXK1 FREM2 FRMD3 FRMPD4 GDAP1L1 GDF11 GK5 GLCE GLS2 GOLGA7 GPATCH11 GPATCH2L GPBP1L1 GPR176 GPR179 GRAMD1B GRID1 GXYLT1 GYPC HACD4 HBS1L HDAC3 HEY2 HIF1AN HMBOX1 HPCAL4 HRH1 HS3ST5 HSPG2 ID4 IL5RA INHBB INMT INO80 INO80D IQSEC3 IRX5 ISL2 JADE2 JAKMIP3 JRKL KAZALD1 KCNA4 KCNIP1 KCNJ9 KCNK17 KCNK6 KIAA1328 KIAA1549L KIF1C KLHL29 KMT5B KRBOX4 KRT26 LACC1 LENG8 LGSN LHFPL3 LPL LPP LRIG3 LRP8 LRRC10B LRRC2 LSAMP LTO1 LUZP1 LYSMD3 MAP1B MAP3K2 MBNL1 MBNL3 MC2R MDM2 MEPCE METTL8 MID1 MPPED2 MPZ MRAP2 MSI2 MTMR4 MTO1 MTURN MYEF2 MYOG MYORG NAA30 NAV1 NBEAL1 NEIL2 NELL1 NEURL1B NFKBIE NHERF2 NIPA1 NOS1 NOTCH2 NRN1 NTM NUP205 OAS1 OAS3 OCRL OGA OLIG3 OSBP OSBPL10 OSBPL8 OTUB2 PAGR1 PAK3 PAPPA PARD3B PAX3 PCGF3 PCM1 PCNP PDE7B PDGFA PDS5A PEA15 PFKFB3 PHF21A PIK3R5 PITPNM3 PITX2 PLA1A PLA2G2F PLA2G4E PLA2G7 PLCL1 PLEKHA6 PLXNA1 PLXNA4 POU2F2 POU3F2 POU3F3 PPARGC1B PPFIA1 PPP1R12B PPP3CA PPP4R1 PPP6R1 PRDM10 PRDM11 PRDM16 PRDM2 PRKCE PRMT6 PROM1 PROSER2 PTPRB PTPRN2 PURA QRSL1 QSOX2 RAB11FIP2 RAB38 RAB8A RAD51B RANBP3L RAPGEF3 RAPH1 RBM20 RDX REP15 RFT1 RIMBP2 RIMKLB RIMS4 RIN2 RNF213 RORA RPS27L RREB1 RTTN RWDD1 SAV1 SBNO1 SCN7A SEL1L3 SEMA3A SEPTIN8 SETBP1 SETX SH3PXD2A SHFL SHOX SHOX2 SHTN1 SIGLEC15 SIPA1L3 SKA2 SLAIN2 SLC22A1 SLC25A43 SLC30A9 SLC33A1 SLC41A2 SLC4A8 SLC5A12 SLC7A14 SMARCA4 SMG7 SMTNL2 SNRK SNX20 SOCS6 SOST SOX2 SOX5 SPATA18 SPON1 ST6GAL1 STARD7 STAT5A STK17A STK17B TBL1XR1 TBX5 TGFA TGFB2 TGFBR3 THAP6 THRA THSD7A TLN2 TLR2 TMCC1 TMCO1 TMEFF2 TMEM135 TMEM178B TMEM196 TMEM200B TMEM245 TMEM52 TNFRSF13B TNS1 TPPP TRAK1 TREML4 TRIM66 TRMT12 TSPOAP1 TTF1 TVP23C UBE2R2 UNC5B UPK3BL1 USF2 USH2A VOPP1 VPS18 WBP1L WDR33 WDR77 WIPI1 WSCD2 ZBTB20 ZBTB7A ZDHHC21 ZDHHC22 ZDHHC9 ZFHX2 ZFP1 ZNF174 ZNF211 ZNF23 ZNF239 ZNF280B ZNF354A ZNF367 ZNF431 ZNF432 ZNF514 ZNF543 ZNF557 ZNF608 ZNF609 ZNF624 ZNF706 ZNF880 ZNRF3 ZSWIM6 ZZZ3 MIR7110_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7110_5P ABLIM3 ADGRB1 ARHGEF1 ARID3B ASIC1 ATL2 B3GNT7 B4GALT7 BANF1 BCL11B BCL2L13 BSN C5AR1 CABP2 CAMK2A CD276 CDC25A CDK12 CDK5R2 CELF5 CETN1 CISD3 CITED2 CNIH2 CNIH4 CNNM1 CNPY2 COG8 COX10 CREB3L1 CTCFL CTNS CYB5R3 CYP2W1 DAGLA DDAH1 DESI1 DLK1 DMTN DNAJB5 DOK3 DPY19L1 EFNA5 EFNB1 EGFR ELAVL3 FIZ1 FOSL1 FOXA2 FOXO6 FOXP4 FXR2 FZD2 GGA1 GPR3 GRIN3A GSDMA HECTD3 HIP1 HOXA9 HSD11B2 HYOU1 IDUA IGF2 IGFBP5 IQSEC2 KCNIP3 KCNK3 KDM6B KIAA0232 KIF21B KLC2 KLF12 KLF16 KMT2D KMT5A LEF1 LHFPL1 LIG3 LIN7C LZTS3 MECP2 MEF2D MIER2 MNT MS4A15 MSR1 MYH14 NDFIP1 NECTIN1 NECTIN4 NEURL1B NFIC NTSR1 OLFM2 OTUB1 P2RX1 PABPC1L2A PABPC1L2B PADI2 PCYT1B PDF PHOSPHO1 PIN1 PIP5K1A PLVAP POLR2F PPP6R1 PRKACA PRKCG PSD4 PTCH1 PTGES2 PTPRD PUS10 RAB18 RAB1B RAB2A RAB3A RALY RARA RASL10B RC3H1 RPH3AL RPP14 RRP7A RSPO4 RUNX3 SCRT2 SEMA6A SEPTIN9 SFTPB SLC25A4 SLC6A17 SLC8A2 SMARCD1 SOX3 SPNS2 SPRED3 STRADA SYNGAP1 SYT5 TBC1D30 TBKBP1 THEMIS2 TLDC2 TMEM51 TNS4 TOR1A TPBGL TRH TRIM3 TRIM58 TTC9 U2AF1L4 UPK2 VPS13D WDR33 YWHAH ZBTB7A ZC3H7B ZFR2 ZNF324 ZNF385A ZNF512B ZNF74 ZSWIM4 MIR7111_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7111_3P ADAM22 ADGRL3 ADM AGAP1 AGO1 AGO3 ANO1 ARHGAP26 ARL5A ASCL4 BCLAF1 BTN2A2 C5orf60 C5orf63 CACNA1E CALU CARNS1 CCNT1 CCT5 CD5L CFAP91 CHD8 CHRNA1 CIT CLDN18 CRCP CYRIA DCAF5 DCP1A DNMT3A DTNA DYNC1I1 EHBP1 EIF4EBP1 ELAVL4 EPHA8 EPPIN-WFDC6 EVI2A EYA2 FGF18 GCC2 GLIS2 GMEB2 GRIA3 GXYLT1 HMGXB4 HS3ST3A1 IGFBP5 ING5 IQSEC1 KDM7A KLF6 LARP1 LDB2 LPXN LRP11 LRP6 LYN MACROD2 MANEA MAP1A MAPK1IP1L MED13 MIER1 NAA15 NALF1 NOS1AP NRG3 NTRK2 OTULIN P2RY12 PCNX1 PDE1A PDE3B PLA2R1 PLD5 PLOD2 PLXNA2 PMAIP1 PPFIA2 PPFIA4 PPP3R2 PPT1 PRRX1 PTPN3 RAB29 RGPD4 RGPD5 RGPD6 RGPD8 RGS4 RIMS2 RNF144B RNF8 RNGTT RNPC3 RPF1 RXRA SCIN SLC24A4 SLC2A14 SSBP3 SUSD6 SYS1 TARS3 TBC1D16 TMEM50B TMTC2 TNFSF4 TOR1AIP2 TRAM2 UBE3D UBN2 UQCRFS1 VPS37A ZBTB7C ZCCHC2 ZFYVE27 ZNF502 ZNF559 ZNF616 ZNF674 ZSCAN31 MIR7111_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7111_5P ACSL5 ACTB ADORA3 AFAP1 ANKRD26 ANKRD52 AP2M1 APBA1 APLNR ARRB2 ATAD3C ATP9A BIRC2 BMP1 BSDC1 BSN C19orf12 C6orf141 C9orf57 CADM4 CALR CAMK1D CAMKK2 CASTOR2 CCDC102B CCDC97 CDK18 CDR2L CELF3 CES4A CHRNA4 CLSTN1 CNIH2 CNST CNTNAP1 COL9A2 COTL1 CPS1 CTDSP1 CTNND1 CXADR CYP2B6 DDX31 DEF8 DIRAS1 DIRAS2 DMWD DPYSL5 DUSP10 DVL3 DYRK1A DYSF ELAVL3 ELK1 EN1 EPB41L1 FADS2 FAM131B FAM174B FAM234A FBXO43 FGF1 FKBP8 FOXC1 FOXE1 FOXP4 GAS7 GATAD2B GPRC5A GRHL2 GTPBP2 H1-10 HEYL HMGA1 IGSF11 IHH IKZF4 IL17RD INAVA ITGA3 JPH4 KALRN KCNC3 KCNJ10 KMT2D LCE1B LIX1L LRATD2 LRP8 LRRC28 LRRC59 LSAMP MAP1A MAP7D1 MAT1A MECP2 MED19 METTL9 MEX3A MFRP MIEN1 MINK1 MLLT6 MNT MPZ MTSS2 MYL12A NAPA NAT16 NFASC NFIC NFIX NHERF2 NLGN2 NOVA2 NR1D1 OLFML1 PACS1 PANX2 PAX5 PCDHB11 PDE1B PDLIM4 PDX1 PHC2 PHLPP1 PIK3R2 PKNOX2 PLA2G2D PLVAP PLXNA4 POU2F2 PPP1R9B PPP2R1A PPP2R2D PPP2R5E PPT2 PRC1 PRKACA PRR23A PRR5L PSME3 PSMF1 PTHLH PVALB RAB11FIP4 RANBP10 RBM23 RBMS3 RERG RSU1 SCGB2B2 SELENON SERPINB7 SF3A2 SH3TC2 SHANK2 SHISAL1 SLC25A42 SLC28A1 SLC6A17 SLC7A8 SLC8A2 SLC9A8 SMARCC2 SNPH SNX29 SOX13 SPIN3 SPRR1B SRF ST13 STAC2 STAT2 STIM1 SYNGAP1 SZRD1 TBC1D10B TCF7 TCP11L1 TFAP2B THRSP TLE3 TMEM151A TMEM198 TMEM222 TMEM54 TMEM63B TNFSF12 TRAM2 TREML1 UBAP2L UBE2QL1 UBTF VPS37D WIZ WNK4 WNT3 XYLB ZBTB7B ZDHHC15 ZFC3H1 ZNF691 ZNRF2 MIR7112_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7112_3P ABCC2 AGO4 ANO4 APCDD1 ATP2A2 BCL2L11 BEGAIN BEND6 BLTP3A BTBD10 CALB2 CALCB CAMK2D CBFB CCAR1 CDH8 CNOT6 CSPP1 DDX28 DHRS13 DR1 ELAVL4 ENTPD1 EPC1 ESM1 FAM8A1 FAT1 FGF12 FKBP1B GABPB1 GLIPR2 H2AZ1 HES1 IRAK4 KAT6A KLHL2 KRTAP22-2 LRPPRC MAP1B MET MSL2 MYT1 NAV2 NDP NFX1 ONECUT2 PABPC5 PAPOLA PBX3 PDIK1L PGBD5 PLCB4 PPHLN1 PPM1A PPM1H PPP6R2 RAB11FIP2 RANBP6 RBM46 RNF182 RPE RPEL1 RPGRIP1L RRAGB RRAGD RXRG SALL1 SF3B1 SH3KBP1 SLC16A9 SLC24A4 SLC35F1 SLC36A2 ST6GALNAC3 ST8SIA4 SURF4 TAT TFDP2 TMEM26 TMEM30A TMPRSS3 TOX3 TRHDE TRIL TRIM39 TSPYL2 UBAC2 UBE3A UGT2B10 XPO4 YWHAE ZDHHC17 ZEB2 ZFP90 ZNF254 MIR7112_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7112_5P AK7 ASB6 CCDC152 PRX RASSF7 SV2B YME1L1 MIR7113_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7113_3P AGAP1 AGO4 ANKRD13B ARSI ASIC1 ASPH ATG14 ATXN1L BARX2 BCL2L11 BICRAL BTN3A1 CAPN15 CCR2 CD44 CHST2 CMTM3 CNNM4 CRAMP1 DPH2 DTX4 DUSP6 DYNLL2 E2F2 E2F3 EBF4 EDEM1 EDN1 ELFN2 EVX1 FGF7 FMO5 FOXK1 FRMD5 FUT1 GNAI2 GTPBP1 IGSF11 IST1 ITGA8 KCNC2 KCNQ3 KIDINS220 KMT5C LBH MAP1A MAP2K4 MAPK8IP3 MBD1 MICALL1 MMP26 NCAN NCK1 NEDD9 NKD1 OLAH PALD1 PALM2AKAP2 PDE1C PHETA1 PI4K2A PPP1R37 PYCR1 RAB37 RAP2A RASL10B RFX5 RPGRIP1L SLC10A6 SMAD9 SOX11 SPATA13 SPATA31D3 SPATA31D4 SPEG TACC2 TANC2 TAS2R14 TLCD4-RWDD3 TLE3 TMEM116 TMEM239 TNRC6B TOB2 TRIQK TSPYL1 USP38 USP53 ZNF512B ZNF618 ZNF646 MIR7113_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7113_5P AHCYL2 AMER2 ANO1 ANTXR1 AP4B1 APLP1 ARF3 ARHGAP31 ARHGAP35 ARHGDIA ASPH ATP5MG B3GNT3 BAHCC1 BEND2 C1orf115 C2orf73 CADM3 CARTPT CASTOR2 CCDC6 CHRNE CHTF8 CLU CNNM4 COL5A1 CPEB3 CPN2 CSF1 CTNNBIP1 CTNND1 DACT3 DDB1 DDI1 DGKI DHX8 DNAAF5 DPP10 DPP6 ELK1 ETHE1 FAM13A FAM86B1 FAM86C1P FEM1A FERMT1 FIBCD1 FRAT1 FRMD8 FXN GABRB1 GAS7 HEMK1 HROB HSPB8 HVCN1 IQSEC2 IQSEC3 ISY1-RAB43 KPNA6 LCE1C LINC02898 LINGO2 LRRC20 LYPD6 LYPLA2 MAGEA10 MAML2 MAP4 MCM6 MICAL2 MLEC MMRN2 MPL MPRIP MR1 MS4A4A NCOA2 NEIL2 NFASC NSL1 OCEL1 PACS2 PITPNM3 PKNOX2 PLEKHM3 PLXDC1 PLXNA4 PNMA8B PNPO PNRC1 PPP1R16B PRDM8 PROZ PRR15L PSMD9 R3HDM2 RAB28 RAB43 RAP1A RASGRP4 RBFA REPIN1 ROCK2 RORC SCD SEMA4F SEPTIN3 SHPK SIGLECL1 SLC25A23 SLC36A1 SOGA1 SORCS2 SSPN STIM1 SUMF2 SVIP SYNM SYT9 TBC1D16 TBC1D7 TGM5 TMEM106A TMEM120B TMEM132B TMEM37 TMSB15B TNFRSF11A TNKS1BP1 TRAPPC9 TRIM25 UBL4B USP42 USP46 VANGL1 VDAC3 VPS39 WDTC1 WNT3A XIRP1 ZBTB4 ZDHHC5 ZFYVE27 ZMIZ2 ZNF512B ZNF521 ZNF785 ZNF829 ZWINT MIR7114_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7114_3P ACER3 AMMECR1 BET1L C10orf90 C21orf62 CASQ1 CCNE1 CCP110 DCAF10 DDX20 DISC1 DNAJB1 EPM2A FAM170B GAB2 HEXIM1 HSPB7 IQGAP3 ITPRIPL2 LRRC8A MARCHF9 MIA2 MMP16 NINL NPNT PDE11A PDXDC1 PHC3 RBFOX1 RCAN2 RNF38 SCUBE3 SEMA3C SHPK SNU13 SPOPL SPSB1 TEAD3 TM9SF3 TMEM121B TUBAL3 TXLNA ZC3H12A ZC3H12D ZNF641 ZNF850 MIR7114_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7114_5P AGT AIFM1 ANKRD29 ANO1 ANO6 AOC3 ARID4A ARL8B ARRB1 ATPAF2 ATRX B3GALNT2 BORCS5 C12orf42 C9orf72 CCDC149 CCDC47 CFTR CHST4 CHSY1 CNOT6 COL1A2 CREBRF CRHR2 CS CTAGE1 CTTN DCUN1D3 DEFB132 DICER1 DSC1 DSE ELF3 ENOX1 ENSG00000255537 ENTREP2 EPHB2 ETV4 EXOC6B FAM107B FBXL14 FBXO22 FN1 FOXP4 GIGYF1 GLS2 GOLGA1 GPM6B GPR139 GRM6 GSE1 HADH HMGN1 HOXD1 IL21 IPO9 JAK1 JAM2 KCNAB1 KDM4C KIAA1210 KLF6 LARP1 LDLRAD4 LHFPL6 LLPH LPP MAFF MAIP1 MBNL3 MCC MRGPRX2 MRPL40 MTRF1L NF1 NMU NR6A1 PABIR1 PABPC5 PCCA PCDH9 PEDS1-UBE2V1 PGD PIK3C2A PITPNC1 PKP2 PLEKHA1 POC1B PPM1H PPM1L PPP2R5D PSME4 PYY RAD54L2 REEP1 REPS2 RFX7 RIC8A RIMS2 RNMT ROBO2 RUNX1T1 S1PR2 SEC23IP SH3GLB2 SHANK2 SIKE1 SIM1 SKA3 SKIDA1 SLC25A27 SLC45A2 SLC6A14 SMIM8 SNAP25 SNX25 SP1 SPIRE1 SPOPL SPPL3 SRBD1 SS18 STIM2 STOX2 STRN3 SUPT4H1 SYNDIG1L TBC1D2 TBC1D9 TCOF1 TERF2 TMEM108 TPCN1 TPRG1 UBE2V1 UBN2 UBR7 UMAD1 USP38 VEZF1 WWP1 ZBTB41 ZDHHC20 ZFP36L1 ZFYVE21 ZNF131 ZNF426 ZNF44 ZNF442 ZNF516 ZNF823 MIR7150 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7150 ABLIM2 ADAM19 ADGRA2 AIP AKAP1 AKT1S1 AMOTL2 APCDD1 ATG9A AZI2 B3GNT2 BAZ2A BICD2 C17orf107 CABLES2 CACNA2D1 CACNB4 CASP10 CCSER2 CDH10 CERS2 CFL1 CTDSPL CYP26B1 DDX3X DOLPP1 EDAR EIF2B1 ELAVL4 ETV5 F13A1 FABP3 FAM167A FOXN2 FOXN3 FOXP2 FRMD4A FYCO1 GABRB1 GBP3 GPR22 GPSM1 HABP4 HAS2 HBEGF HCN3 HOOK3 IL21R IL5RA JPH2 KCNH1 KCNH5 KDM6A KRT19 LPCAT3 LTBP2 MAP1B MARCHF3 MEDAG MEF2C MGMT MMD MORN4 MYO5C NAV1 NCKAP1 NOS1 NR6A1 NSG2 ONECUT2 PACS2 PAIP1 PDE3A PDE4B PEF1 PEG10 PFKFB2 PGLYRP4 PHB1 PHIP PLCB3 PLP2 PML POFUT1 POP1 PPP1R12A PPP2R3A PRKD3 RAB9B RABGAP1 RAD51D RAPGEF6 RARG RGS9BP RND2 RNF13 RNF217 RPS9 SAP30L SCN2B SCUBE3 SEPTIN6 SINHCAF SLC25A26 SLC39A1 SMPD3 SNAI2 SOSTDC1 SSH2 STAG1 STMN1 SYPL2 TAF4B TAPT1 TBL1XR1 TCF19 TICAM2 TOPORS TPI1 TRIO TSNARE1 TTBK2 UBE2N UBE2W VANGL2 VSNL1 ZDHHC8 ZFP41 ZFR ZHX3 ZNF555 ZNF689 MIR7151_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7151_3P ABCD3 ABHD11 ABHD18 ACTG1 ADAT1 AK1 ANGPT1 ARCN1 ARHGEF38 ARHGEF39 ARL4D AVIL BCL11A BMP7 C15orf40 C17orf75 C1orf43 C9orf64 C9orf78 C9orf85 CABP4 CACNG8 CAMK1D CAST CAVIN1 CCDC142 CCDC170 CCN2 CCSER2 CD84 CDA CDAN1 CDC37L1 CDHR3 CEP126 CGGBP1 CHST6 CIAO1 CMBL CORO2A CPM CRIM1 CTSB CTSS CXorf38 CYP20A1 DCAF10 DCAF11 DCAF16 DCLRE1C DCX DDX51 DENND2A DHTKD1 DMBX1 DNAAF6 DNAJB5 DNAJC22 DNAL1 DNPEP DTWD1 DUSP16 DZANK1 E2F5 EFHB EIF3I EIF4G1 EIF4G2 ELOC ENOSF1 EPS15 ERBB3 ESCO2 EXOC3L2 FADS1 FAM227A FAM83E FBXO27 FGD4 FGFR2 FHAD1 FKBP14 FLT1 GATAD1 GCLM GDPD1 GEMIN8 GINS1 GINS4 GJC1 GK5 GLB1L GLUL GOPC GPATCH2L GPR65 GPR82 GPSM2 GSK3B GTF3C4 HCN1 HECW1 HILPDA HIVEP3 HMGN3 HSF2 IAPP IKZF3 IL12RB2 IMPA1 INIP IRF1 ITIH2 IVD JARID2 KCNN3 KLF12 KPNA1 KPNA6 KREMEN1 LAMP1 LETM2 LGI2 LIMD1 LIMS1 LINC02908 LSM14A MARVELD3 MBD2 METTL2A METTL2B METTL6 MFSD11 MIGA1 MINDY2 MMGT1 MND1 MOGAT3 MRM2 MRPL57 MRRF MTCL1 MTF2 MTRF1 NDST3 NDUFAF7 NGF NPHP3 NR2C1 OPA3 PALM2AKAP2 PBLD PDAP1 PDE12 PDE4C PELATON PIGA PLPBP PNMA8A PNPLA1 PNPT1 PODNL1 POLH POU3F2 PPM1K PPP1R12B PPP1R3B PRR11 PRRG4 PTAFR PUM2 RAB11FIP1 RAB28 RAB2B RAB3IP RAB42 RAD21 RBM27 RBM47 RIC8A RINL RMND1 RORA RPL7L1 RSPO3 SAMD8 SCN2A SCN3A SDC3 SEC61G SFTPB SLC16A14 SLC31A1 SLC50A1 SMIM14 SMYD4 SNAP29 SNX22 SON SPATS2 SPRY3 SPTLC1 SRSF10 SULT4A1 SUN3 SVEP1 SYNJ2BP TAF8 TARS2 TFAP2C TGFA TGFBR1 TGFBR2 TMC5 TMC7 TMEM213 TMEM248 TMOD2 TNFRSF10A TNFSF14 TPM3 TRIM33 TRIM40 TRIM72 TRMT9B TRPM7 TSHZ1 TSHZ2 TSN TTC23L UBL3 UBXN2A USP3 USP32 UTRN VHL VKORC1L1 VLDLR VPS4B VRTN VSIG1 VWA8 WAC WDFY3 WDR17 WDR31 WDR36 WDR73 XIAP XPNPEP3 ZBTB8A ZC3H7A ZFAND5 ZFP14 ZFP82 ZIM3 ZMYM4 ZNF135 ZNF276 ZNF320 ZNF34 ZNF426 ZNF430 ZNF486 ZNF519 ZNF527 ZNF555 ZNF557 ZNF563 ZNF621 ZNF688 ZNF699 ZNF841 ZNF865 MIR7151_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7151_5P ABCA3 ABRAXAS2 ACACA AMER2 ARMCX3 ATAT1 AUTS2 BAZ1B BTG1 CCDC140 CD200R1 CEP192 CHCHD7 COL25A1 DDX19A FAXC FECH GBE1 GCSAML GLUL KANK2 KCNE1 MARCHF7 MTF2 NLGN1 NRK P2RY13 PIGN PIK3R1 PLAC8 PRELP RAB41 RANBP3L RBMX RICTOR ROCK1 RS1 SEPTIN7 SERBP1 SET SLC25A14 SLC5A3 SLC6A15 SLC6A17 SP1 STMP1 TBR1 TIAL1 TM9SF4 TMED5 ZFYVE19 ZNF567 MIR7152_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7152_3P ABTB2 AHCYL1 APPBP2 AREL1 ARHGEF2 ARHGEF38 ARHGEF40 ATOSA ATP2B4 AZIN1 BRWD1 CBFB CCL19 CCT2 CD4 CGGBP1 CHCHD7 CHD3 CLIP2 CMTM6 COX6A1 COX7A2 CREBZF CRTC3 CSF3R CSGALNACT1 DCP1A DCX DLG5 EPB41L2 ERBIN ERC1 FAM181B FBXL20 FLOT2 FOXO3 FRMD5 GABRR1 GAS2L1 GLTP GLYR1 GPR37L1 GSS GYS1 HIF1A IYD JAKMIP3 KCNMB2 KIAA2026 LRFN1 MED13L MEIS2 METTL4 MOSMO MSL1 NEBL NECAP2 NEK1 NR0B2 NUBP1 OAS1 OSBPL8 OTUB2 PATZ1 PCDH7 PCGF3 PIGM POGLUT1 PTBP2 PTPRA PUM2 RABGAP1 RALGDS RBM20 RRAGD RTL8A SCN1A SLAIN1 SLC22A2 SLC23A2 SPPL3 SYT15 TMEM115 TMEM184B TMEM202 TOMM20 TRAIP USF3 VAPA WBP4 YBX1 YIPF5 ZDHHC5 ZNF480 ZNF513 MIR7152_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7152_5P ACTR3 ADH1B ADRA1A AHCYL1 AMBN ANKMY2 ANKRD44 APOL6 APOO APPBP2 ARHGAP36 ARHGAP5 ATAT1 ATP11A ATP6V1G3 BACE2 BACH2 BCAN BHLHE22 BHMT2 BICD2 BLTP3A CABLES1 CACNB2 CADM1 CAMK4 CASP2 CASP7 CBX6 CCDC47 CCKBR CD93 CDK14 CDK4 CIT CLCF1 CLCN3 CNGB1 CNOT6L CNR1 COA5 COMMD3-BMI1 COMMD8 CRB1 CREG2 CSRNP3 CTDSPL2 CUL3 CUX1 CYBC1 DCLK1 DCX DDX3X DGKE DIP2B DKK2 DLC1 DMRTA1 DNMT3A DPY19L2 DUSP16 EBP EIF4E ELFN2 ENTPD4 ENTREP1 EOGT EPB41L1 EPHA8 EPHB1 ESRRB ETV1 FAHD1 FAM86C1P FCGR3A FECH FMOD FNIP1 FOXA2 FYCO1 GABBR2 GDNF GGCT GNL1 GPR156 GRIA2 GRIA4 GRIN2A GSTO2 HDX HERPUD1 HNRNPA3 HOOK3 HOXB9 IDS IL6ST IQCJ IRS1 ITGA10 ITPRIP KCNJ15 KCNMA1 KCTD16 KDM2A KDM4C KDM6A KIAA0513 KIAA1549L KIF2B KLF9 KLHL1 KLHL13 KPNA1 LCOR LCORL LETM2 LHFPL3 LINGO4 LPAR4 LYPD6 MACROD2 MAP1B MAPK6 MARCHF6 MID1 MLLT3 MMRN1 MTERF4 MTMR7 MTX3 MYSM1 NACA NCOA1 NDUFA4 NEFH NETO1 NF1 NIPBL NLGN1 NR2F1 NRG1 NRG3 NSG2 NUDT21 OLFM4 ONECUT2 PALS2 PCDH20 PDSS2 PELI1 PHACTR3 PHIP PIP4P2 PLAGL1 PLCB4 PLEKHA6 PLXNA4 POU3F2 PPP2R2B PRPF40A PTGR3 PTPN4 PTPRB R3HDM1 RABL2A RABL2B RAP2A RASSF6 RBM41 RBM48 RELN RFX3 RICTOR RNF146 RNF19A RREB1 SARM1 SCNM1 SEC22B SH3PXD2A SIAH1 SIKE1 SIX4 SLAIN1 SLC12A2 SLC22A10 SLC24A2 SLC25A33 SLC26A11 SLC35E2A SLC49A4 SLC7A11 SMG1 SMIM10L1 SMURF2 SNX10 SOCS3 SOX12 SPTSSA SRSF3 STXBP5 SV2C SWAP70 TAF4B TDRKH TENM1 TENT5A TET2 TGFB2 THBS2 TMEM154 TMEM178B TMEM45B TMPRSS15 TNFSF13B TNIP3 TNKS2 TNRC6B TRIB2 TTC21B TXLNB UBE4A UBXN2B UPF1 USP10 USP36 VANGL1 VAPA VCPIP1 WDCP WDR31 WWTR1 YOD1 YWHAB ZBTB20 ZC3H10 ZC3HAV1 ZCCHC7 ZFP82 ZNF100 ZNF101 ZNF329 ZNF331 ZNF345 ZNF418 ZNF561 ZNF596 ZNF615 ZNF618 ZNF704 ZWINT MIR7153_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7153_3P AKAP5 AMMECR1 APPBP2 ARHGAP42 ATP6V1D BNC1 CCNL1 CPSF6 DHX15 EFCAB7 ELMOD1 ENSG00000255537 FAM124A FERMT2 FHIP2A GCSH GPR82 GSG1 HIPK3 HOXC4 ITGA3 MMP7 NOL4L OTULINL PARPBP PDE1B PHLDB1 PITPNC1 PSMD9 RANBP6 RAP1GDS1 RAP2C RASA2 RFFL RIPOR2 RNF170 RTP4 SAC3D1 SEC16B SEMA6D SET SLC18A2 SPCS2 TET1 TM9SF2 TMEM181 TMX3 UBR3 VAPA ZNF385A ZNF674 MIR7153_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7153_5P ABL2 AMPH APPL1 ARL10 BCORL1 BHLHE41 BIVM BRK1 C3orf38 C8orf88 C9orf72 CARD10 CASP7 CCK CCL5 CD80 CD96 CDKN2AIP CNTF COLEC10 CPM CTAGE4 CTAGE8 CTAGE9 CXADR CXXC4 CYP27B1 DCAF12 DCDC1 DDHD1 EIF4G2 ERBB4 FBXO4 FBXW2 FLNA FLOT2 FOXR2 FZD1 GATAD1 GDAP1L1 GPM6B GRIA3 HIPK3 HNRNPD IRAK1 KCNJ16 LANCL1 LRCH1 LRP2 LRRTM2 MAP3K8 MARCHF6 MBNL3 MED1 MED20 MMP16 MOCS2 MPHOSPH6 MRS2 NEB NEMP1 NOS1 NOVA1 NUMB PAQR5 PLSCR4 POFUT2 PPBP PPM1K PPP1R11 PTPRA RARB RHOBTB3 RPF1 SAMSN1 SEC23IP SHCBP1 SIAH2 SLC10A3 SLC12A6 SLC16A14 SLC38A1 SORT1 SRD5A2 SRP72 SRSF6 STRBP TCF20 TDRKH THAP5 TMEM120B TMEM19 TOR1A TRAF6 UPP2 USP32 USP6 VASN VPS54 WWC2 YES1 YWHAB ZBTB2 ZFYVE1 ZNF136 ZNF253 ZNF257 ZNF275 ZNF354B ZNF493 ZNF506 ZNF540 ZNF649 ZNF652 ZNF662 ZNF676 ZNF90 MIR7154_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7154_3P ADAM12 ANKRD24 ANKRD50 ARMC6 ARNT ATP1B2 ATXN1 BCAM C10orf55 CASP14 CHRDL1 CLDN8 CLVS1 COX6B1 DCLK1 DDB1 DNAJB13 DNPEP EFCAB14 ERG FAM169BP FAM78A FBXO28 FRMD5 GLG1 GPATCH1 HEY2 HIPK1 IGFBP3 IQSEC2 KIF21B KPNA3 KRTAP4-12 L3MBTL3 LDHAL6B LRRC27 MAVS MCCC2 MECP2 MIDEAS MIS18A MKI67 NHLH1 NLRP13 PAX8 PDE6D PLEKHH2 PYM1 RAPGEF2 RBM20 SHISA6 SHROOM4 SOGA1 SP2 SPON1 STAG2 TBC1D16 TEX2 TIPRL TLCD3A TMEM101 TRIM66 TSPEAR XKR5 ZNF230 ZNF714 ZNF784 MIR7154_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7154_5P ABCB10 ACAP2 AGR3 AIG1 ANK3 ANKRD12 ANKRD49 AQP9 ARID1B ARIH2 ARL5A ASAP2 ASCC3 ASIC5 ATF7IP ATXN7 B4GALT3 BAAT BAZ1A BFSP2 BLTP3B BRINP1 BTBD7 C1orf141 C2CD4C C4orf17 C5orf24 CA10 CBR4 CCDC126 CCDC91 CDH19 CDK17 CDK19 CEACAM5 CELF5 CENPBD1P CEP135 CERKL CFC1 CHKA CHL1 CHN2 CLCN3 CLEC2D CLIC4 CLTC CNTN5 COL14A1 COL19A1 COL25A1 CTTNBP2 CUX1 CXorf38 DACH1 DDAH1 DFFB DGKH DLL1 DMGDH DPYSL2 DUSP21 EBAG9 EBF3 ECT2L EDIL3 EDN1 EFCAB11 EGF EIF2S3 EML1 ENY2 EPAS1 EPHA5 EVA1A EVI5 FAM149B1 FAM3C FAM8A1 FASTKD2 FAXC FBXO38 FN3KRP FNDC3A FOXD1 FOXD4L5 FOXJ1 FOXO6 FOXP2 GALNT15 GDA GDAP1 GJA3 GLYATL2 GNG12 GNG4 GNG5 GOSR2 GRHL1 GRIA3 GUCY1A2 HAPLN1 HYAL4 IDH3A IFNGR1 IL12A IL22RA2 IPMK ITSN1 KCNV1 KCTD18 KDM3B KL KLHL24 KLHL5 KRAS LARGE1 LCN10 LCORL LEKR1 LPAR1 LRCH2 LRRC58 LTN1 LTV1 MACC1 MAF MAP2K4 MAPK6 MAPK8 MBL2 MBNL2 MC2R MED13 MEOX2 MIER1 MRPL52 MRTO4 MTBP MTM1 MTMR12 MYB MYEF2 MYLK NAMPT NFYB NGLY1 NHLRC3 NIN NRIP1 NSD1 NTN4 NUP107 OMA1 PABIR2 PABPC5 PAIP2B PAK6-AS1 PAPOLG PAX3 PCDH10 PEX11A PGAP1 PI4K2B PIK3CB PLEKHA1 PLXDC2 PNISR POLI PPFIA1 PRR23C PRRG4 PSG11 PTPN13 PTPN2 PWP1 PYGO1 RAB23 RAB30 RFX7 RNF128 RORA RPS6KA6 RRAGA RSBN1L RSRC2 SALL4 SBSPON SCAF1 SCN1A SCN1B SCN9A SDHD SEL1L SESN3 SH3BGRL SH3GL2 SHISA3 SLC23A2 SLC30A6 SLC38A2 SMIM19 SNAP25 SNTG1 SOCS4 SORBS1 SOX6 SPRING1 ST8SIA4 STOX2 TBX18 TBX22 TBX3 TENM1 TFF2 TGIF1 THSD7B TIAL1 TIMM21 TLL2 TMEFF2 TMEM216 TMEM47 TOGARAM1 TOP1 TRAPPC10 TRIQK TSNAX TSPAN13 UBE2QL1 UBXN2B UHRF2 UQCC6 USP32 USP37 USP45 USP6 UST VBP1 WAPL WDR33 WWC3 XKR8 XPR1 XRN1 YBX2 YWHAZ YY1 ZBTB20 ZC3H12B ZFHX4 ZFP1 ZIC1 ZMIZ1 ZMYM6 ZNF10 ZNF391 ZNF440 ZNF540 ZNF572 ZNF614 ZNF615 ZNF639 ZNF700 ZNF704 ZNF763 ZNF805 MIR7155_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7155_3P AJAP1 ANP32A AP1G1 C11orf87 CHD3 CLEC12A CMTR1 CPT1A CREBZF CYSLTR1 CYTH4 DCP1A DIP2B EIF2A FAM161B GTPBP10 HECTD4 HKDC1 HMGB1 IL31RA KCNMA1 KDM2A KIF7 LDB1 LRRC41 LRRC55 LRTM2 MAP3K19 MEIS2 MFHAS1 MFSD8 MND1 MSANTD2 MXI1 NEK7 NFASC NFKBID PATJ PEX5L PFN1 PGAP2 PLOD2 RAVER1 RNF121 RNF38 RNF7 SH3PXD2A SMARCA1 SMARCD1 SPCS2 SRSF2 STAB1 STXBP5L SUMO3 SWT1 SYCE2 TBCK TCF12 TLE1 TNPO2 UTP3 UVRAG ZNF346 ZNF746 MIR7155_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7155_5P AAK1 ADAM10 ADARB1 ADGRG5 AMD1 ANKRD22 ARFIP1 ARL10 ARL8B BCAM BCO2 BRCA1 C4orf33 CALN1 CD160 CDC42EP1 CELF6 CHD9 CNGB1 CNIH3 DAGLA DENND11 DHRS13 DRG2 DSE EMILIN3 EPHA7 FAM216B FBXL18 FCHSD1 FEN1 FHIP2B GDI2 GFAP GIPC3 GLG1 GPD1 GPI GRIK5 HLF HMMR HS3ST5 ICOSLG INSL3 KDM1B LARP1 LITAF LYRM4 LZTS3 MAPK8 MARCKSL1 MEIS1 MIP MNT MUCL3 NCDN NFKBID NUBPL OSBPL1A PA2G4 PADI2 PAX8 PKLR PPP1CA PRKAR2A RHOA RPS27L S1PR2 SEZ6L SIDT2 SIRT2 SLC25A14 SLC27A4 SLC34A2 SLC38A7 SLC48A1 SND1 SPCS1 SPRED3 SRM STX1B TBC1D2B THBS3 TLN1 TNFRSF14 TSPAN11 TTYH3 TXNIP USH1G WNK3 YY1AP1 ZBED4 ZC2HC1A ZMAT4 ZMYND11 ZZEF1 MIR7156_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7156_3P ABCF2 ANK2 ANKRD13A BTRC CACNA2D1 CCDC140 CD276 CD3E CDH2 CENPS CEP41 CLU CPEB3 CSMD3 CSNK1G3 EIF3J ELAVL4 ELP1 ENKD1 EPPIN FBXO11 FGF5 FNDC5 GATAD2A GBP4 GLIPR1L2 GRM7 HIF1AN HLA-DPB1 HLA-G HOOK3 HOXD13 HPSE HYDIN IDH3A KANSL1L KCNQ3 KHNYN KIAA1217 KIF5B KLF17 KLRD1 KMT2D KPNA6 LIMD2 LIN7C LRRC73 MAGI3 MAP4K4 MAPK10 MBNL1 MVB12B NEGR1 NFIB NGEF NOTCH2 NXPH1 OPHN1 OSBPL6 PAIP1 PARP15 PIP5K1C POLR2J2 POLR2J3 PPIP5K2 PRKAG2 PSMC6 PYURF RAB11FIP4 RGS4 RIMS2 RNF38 SAMD9 SEL1L SEZ6L SLAIN2 SLC9A4 SMG5 SPC25 SUSD6 TCAF2 TCF19 TEX35 TNFRSF21 TRIM4 TRIM71 UBE2G1 UFD1 USP38 VDAC1 XKR9 ZFAND5 ZFPM2 ZNF124 ZNF131 MIR7156_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7156_5P ABCD3 ACP3 AFM AKAP1 AKIRIN1 AMACR ANAPC10 ARG2 ARHGDIB ARMC8 ATXN7 B3GALT1 B4GALT5 BBOF1 BEND6 CCDC184 CDH12 CHN2 CLSTN2 CNR1 CNTN5 CNTNAP4 CORO1C CPNE4 CYLD DAAM1 DEFB132 DLG3 DNAJC11 EHMT1 EIF2S1 EMC4 ENO4 EPPIN-WFDC6 F5 FABP2 FAM104A FAM221A FAM89A FCGR2B FRRS1 GALNT12 GPC6 GUCY1A2 HKDC1 HOXC4 HRH4 IL1RAP IRAK1BP1 ITGA7 JPH1 KANK2 KHSRP KIAA1191 KLF3 KLHL1 LAMP2 LARGE1 LHFPL2 LLCFC1 LRRTM3 MAP2K5 MATN3 MBNL1 MICOS10 MID2 MMGT1 MSL2 MSX1 MTHFR MYBPC2 NEGR1 NFIB NOG NR4A3 OPN5 OSBPL11 PAK5 PALM2AKAP2 PCDH7 PDE10A PHLDA1 PKD2 PKN2 PLCD4 POLR3B PPP4R3B PRDX1 PRKD1 PRMT8 PTBP3 PTP4A2 PURG QKI RAB33B RETREG3 RORA RPS6KC1 RRP8 SDC2 SERAC1 SIPA1L2 SLC18A2 SLC1A2 SLC25A30 SNX9 SPDYE1 SPDYE5 SPDYE6 SRGAP3 STX6 SUB1 SULF1 TAL1 TBCK TCF12 TENT2 THEMIS TLCD4 TMEM144 TNRC6B TRIM10 TRIM71 TRMT10C TUBGCP4 UBR5 UHRF2 UQCRB VLDLR WDR1 XPNPEP1 XXYLT1 YTHDF2 YWHAG ZBTB10 ZBTB20 ZC2HC1C ZC3H12D ZFP69 ZNF275 ZNF281 ZNF492 ZNF704 ZNF98 MIR7157_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7157_3P ACAD10 ACADSB ADAMTS3 ADCY5 AGL AHRR ALDH5A1 ANKRD44 AP2A1 APLP2 APOB AS3MT ATP10A ATXN2 B3GAT1 BBIP1 BCHE BCL3 BICD1 BIVM C11orf58 C11orf87 C18orf25 C18orf63 CA2 CADM2 CALN1 CARD17P CCDC32 CDC6 CELF5 CEP350 CEP85L CHD6 CHMP2B CLCN5 CLK3 CNDP1 COA5 COL4A4 COL6A5 CXXC5 CYP2U1 DCAF10 DDO DDX5 DDX6 DICER1 DIDO1 DPF1 DTNA DYNC1I2 EGFR EIF3H ELK4 EPB41L5 ERRFI1 ESAM ETS2 FAM219A FAM229A FAM53A FAM78A FEM1A FGF12 FGF14 FGFRL1 FHOD3 FIGNL1 FKBP10 FOXN3 GPAM GRIP1 GSG1 GSK3B HECTD1 HEXIM1 HIVEP3 IER5 JCHAIN KANSL1 KCNF1 KCNQ4 KLF12 KLF9 KLHDC10 LALBA LIFR LIMCH1 LMNB1 LRIG1 MARCHF4 MAST4 MAT1A MBD6 MBNL1 MEA1 MECP2 MED23 MGAT4A MIER3 MMP24 MYLIP NAMPT NAT8L NCAM1 NKAPD1 NRBP1 NRK NUDT5 OGT PACS1 PALLD PALM2AKAP2 PAN3 PCDH17 PCDH8 PCGF2 PDAP1 PECAM1 PHF13 PHTF2 PLEKHF2 PLGRKT POC1B POU2F1 PSME4 PUM2 PYHIN1 RAB5IF RAB7B RAB8B RAD23B RASSF5 RHBDL3 RICTOR RIMS1 SAMD12 SCAI SCN4B SDC2 SKIL SLC11A2 SLC1A2 SLC1A4 SLC35F1 SLC38A1 SLC39A1 SLC9A6 SLITRK6 SORCS1 SP4 SPIRE1 SPRED1 SRCIN1 STAU1 STK35 TAB3 TAC1 TENM3 TIAL1 TLCD4 TMEM132B TMEM187 TMF1 TOP2B TOX3 TRARG1 TSPAN7 TTC39C TUBG1 TULP3 UBN2 UPRT USF2 USP31 VIRMA VPS13A WDR3 WDR47 WWP1 YEATS4 YY1 ZDHHC11 ZDHHC2 ZFAND5 ZFHX3 ZMYND10 ZNF160 ZNF267 ZNF275 ZNF33A ZNF518A ZNF704 ZNF831 ZZZ3 MIR7157_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7157_5P ABCA5 ABCB5 ADGRL3 ADK AMOT ANKIB1 ANKRD6 ANO3 ANTXR1 APOA2 APPL1 ARGLU1 ARMCX3 ASB4 ASH1L ATP1B2 ATXN7L1 BCL11A BCL2L11 BTBD7 BTLA BTN3A1 BTN3A2 C19orf12 CAB39 CBFB CD1E CDC42BPA CDK6 CDKL4 CDYL2 CENPL CHD6 CNOT9 CREB1 CRYBG1 CRYM CUL5 CYP2C19 DCBLD2 DCDC1 DCDC2 DCTN6 DCUN1D4 DICER1 DLEU7 DLL1 DNAJB4 DPY19L2 DPYD DYNC1LI2 E2F6 ELK4 EPHA3 EPHA7 ETNK1 ETS1 FDX1 FEM1B FGF12 FGFR2 FNIP1 FRS2 FRY FXR1 GAB1 GKAP1 GLT8D1 GMFB GNL3L GOLGA4 GORAB GPCPD1 GPR85 GPRASP2 HDGFL3 HECA HIF1A HNRNPF HOXD9 HSF5 INIP ITGB1BP1 ITPR2 JADE1 KATNBL1 KDELR2 KDM5B KHDRBS2 KIF21A KIF23 KITLG KLHL21 KLHL9 KMT2A LDLRAD4 LIX1 LMBRD1 LRRC4 LRRN1 LSM8 MAP1B MAP3K9 MAPK9 MBD1 MCC MED26 MEF2C MFN2 MIEF1 MINDY2 MYORG MYT1L NEDD4 NEDD9 NF1 NR2C2 NSMAF PABIR2 PDCL PDE3B PDE4D PEAK1 PF4V1 PHF6 PJA2 PLS3 PML POU2F1 PPARGC1A PPDPFL PPM1B PPM1E PPP6C PPP6R2 PRKAB2 PRKACB PRKAG2 PRR16 PTPN4 RAB11FIP2 RAB33A RAB3GAP2 RBCK1 RBM24 RHBDL2 RINT1 RLN1 RNF19A RNF38 RNMT RORA RRAGA RUBCN SCN8A SEPSECS SETD5 SKIC3 SLC25A31 SLC35G1 SLC39A10 SLC9A2 SLITRK4 SMPDL3A SMURF2 SPATA13 SPINT1 SRSF11 SSH1 ST13 STC2 SYNDIG1 TARDBP TBKBP1 TCEANC2 TENM3 TGFBR3 TMEM132B TMEM14B TMEM176B TMEM30A TMEM74 TNPO1 TNRC6B TPM3 TREM1 TRIM71 TSHZ2 TSPAN12 UBE2Q1 UBP1 USH2A USP10 USP42 VAV3 VDAC1 VWA8 WASHC5 WDFY3 WDR20 WNT11 WNT2 YAP1 YTHDF1 ZBED1 ZBTB18 ZBTB20 ZBTB21 ZFYVE28 ZNF407 ZNF571 ZNF704 ZNRF2 MIR7158_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7158_3P ADO ANKRD39 ANTXR2 AP4S1 AZIN2 CASP8AP2 CCAR1 CDH12 CLEC12B COL24A1 CSMD3 CSNK1A1 DDHD1 DENND1B DYNC2H1 E2F5 EIF5A2 EOGT EPHA4 FAM78B FBN1 GCNT4 GPR65 HPS3 INTS7 KMT2A MED7 MRC1 MTHFD2 N4BP2L2 NCEH1 NDUFAF4 NSL1 OGN PDK3 PIK3CB PKHD1 PLXDC2 POLD3 PTP4A1 PTPRG RASA2 RFX3 RFX4 RSRC2 SLC36A4 SLFN13 SLX4IP SPATA5 SWSAP1 TMEM135 TMEM39A TMIGD3 UNC80 USP44 WDFY1 WDR93 ZNF177 ZNF559-ZNF177 ZNF768 MIR7158_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7158_5P ARAF ARID5B ARPP21 BMPER CBR1 CFD CLCN3 CNR1 CNRIP1 CSDE1 DCAF10 DCAF5 DDX54 DMXL1 DNAH5 DNAJB6 EHD2 EXOC6 GAREM1 GCNT4 GPR63 GTF3C2 IGSF1 KLHL32 LDHAL6B LRRC19 LRRC28 MACIR MOSMO MPO MRE11 NDUFAF4 NUDT16 ODF3L1 OSBPL11 PHF13 PNPLA1 POMGNT2 PPP1R1C PPP3R2 PPP6C PRPS2 PXT1 RALB RAP2A RAP2B RAP2C RBM18 RHOQ RIMS4 RO60 RSL1D1 SCLT1 SGCB SRSF10 SUCO SV2B SYDE1 SYNGR1 TAX1BP1 TBC1D19 TEC TGFB1 TK2 UBE2Q2 UHMK1 UQCC2 VPS36 WNT9B YEATS2 YWHAG ZNF189 ZSCAN30 MIR7159_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7159_3P A1CF AAK1 ABHD18 ACLY ACVR1C ADAM22 ADAM9 ADAMTS3 ADNP2 AFAP1 AHI1 AK6 ALAD AMBRA1 ANKMY2 ANKRD12 AP1AR ARHGAP29 ASB5 ATF7IP ATP6V1C2 ATRX AVL9 AZI2 B3GALT1 B3GALT5 BAZ2B BCL10 BMP2 BMT2 BPY2 BPY2B BPY2C C1orf21 C8A CA8 CAMK2G CAMK4 CARF CCDC148 CD177 CD38 CDC40 CDC42SE2 CERT1 CLEC12A CLHC1 CLIC2 COLEC10 CPEB4 CSRNP3 CXADR CXCL6 CYP4V2 DCC DCDC2 DGKE DIO1 DNAJC6 DOCK10 ECRG4 EIF4G3 ENAH ERG ETV1 FBXO34 FCER1A FUT9 GABRA1 GCNT1 GLIPR1 GPD2 GRIK2 GRIN2A GRPR GSE1 GSKIP HACD2 HDAC8 HFE HIPK2 IFIT5 IGF1 IKZF5 IL17RB IL6ST INO80D IPO11 IPPK ITGB8 ITPRID2 JADE1 KALRN KAT2B KCNG3 KDM6A KIAA1328 L2HGDH LARP4B LIFR LPAR1 LPCAT2 LRIG1 LRRC7 LYSMD3 MALRD1 MAMDC2 MAP2K4 MAP3K2 MAP3K20 MCOLN3 ME1 METTL15 MFAP3 MIOX MPIG6B MSANTD4 MSI2 MTREX NAB1 NARS2 NAV2 NBN NDUFA10 NDUFA4 NEIL3 NF1 NFAT5 NKAP NR1D2 NRXN1 NUCKS1 ODAM PAK2 PAK3 PCDH11X PCDH11Y PCDHB12 PHACTR2 PHF2 PHIP PHYHIPL PIK3CA PIP5K1B PLAG1 PLCB1 PLCXD3 PLEKHA1 PLPPR4 POLA1 PPFIA2 PPIL1 PPP3CA PRKAR1A PRKG2 PRLR PRSS23 PSD3 PTPRB RAB10 RBM26 RCAN3 REEP1 RGS7BP RICTOR RIN2 RNF139 RNF19A ROBO1 RPP30 RRM2B SCAF11 SCAI SDC2 SELENOP SGIP1 SH3YL1 SHROOM2 SIX4 SLC15A2 SLC25A21 SMAD9 SOD2 SOGA3 SP3 SPAG9 SPRY2 SPTLC1 STEAP2 STX17 SUPT16H SYNCRIP TAF1D TAFA2 TATDN3 TAX1BP1 TBC1D12 TCF7 THAP4 THBD TIGD6 TMEM168 TMOD1 TRDN TRPC3 UBAP1 UBE2K UGT8 VAMP4 VGLL3 VIRMA WDR48 WNT5A YOD1 ZBTB10 ZC3H12C ZC3H6 ZCCHC14 ZDHHC17 ZDHHC21 ZFPM2 ZNF208 ZNF507 ZNF597 ZNF644 ZNF793 MIR7159_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7159_5P ABCA13 ACACA ACOT9 ACSL3 ADAMTSL3 ADIPOQ ADRA1A AFDN AGTPBP1 AHNAK2 ALDH3A2 ANKRA2 ANKRD13C AP1M1 AP1S2 APC ARGLU1 ARID4B ARL4A ARMC8 ARPP19 ARRDC3 ASH1L ATAD2B ATOSA BCLAF3 BIRC2 BLOC1S6 BRD4 BRWD1 C15orf40 C1orf115 C22orf39 C5orf22 CADM2 CALCR CAMK2D CAPRIN1 CASP2 CAT CAV1 CCDC34 CCER1 CDSN CELF3 CEP170 CEP83 CEP85L CFAP126 CHFR CHRNB1 CHST9 CISD1 CLCN3 CLDN10 CLECL1P CLIC5 CLOCK CLTRN COL15A1 COL19A1 CPEB2 CPLX1 CPNE4 CRACR2A CREBRF CREBZF CRIM1 CSTF2 CUL4B CYB5B CYP20A1 CYREN DAZ1 DAZ2 DAZ3 DAZ4 DCAF10 DCAF5 DCAF8L1 DCK DCUN1D1 DDX52 DNAJC27 DOK6 DTNA DUSP18 DUSP23 E2F5 EEF1E1 EIF1AX ELAPOR2 EPB41L5 EPHA4 ERO1A ESCO2 ESM1 ETNK1 ETS1 ETV5 EXOC6 FAM216B FAM83A FBXL22 FECH FMN2 FNDC5 FOXC1 FOXO3 FOXP1 FRMD3 FZD5 GABPB1 GAL3ST4 GALNT3 GCFC2 GCNT1 GDAP2 GET1 GJB7 GLCE GNE GOLT1B GPBP1L1 GPRASP2 GRIA4 GSE1 GTF2A1 GUCY1B1 HASPIN HDAC9 HGF HIPK2 HIVEP1 HMGB1 HNMT HNRNPK HNRNPUL2 HOOK3 HOPX HOXA4 HYCC2 IGF1 IL2 ILF2 INTS2 ISCA1 JADE1 JMJD1C KCNJ3 KDM2B KDM3B KHDRBS3 KIAA0825 KIF3C KLHL15 KPNA4 KRTAP24-1 L2HGDH LAMP2 LARP7 LCA5 LDHAL6B LIFR LRATD2 LRFN5 LRP11 LRRC4 LUZP4 MAGEA4 MAP10 MAP3K2 MBD2 MCTS1 MEI1 MEIOC MGME1 MID1 MIGA1 MINAR1 MITF MMGT1 MORF4L1 MORF4L2 MRGPRX2 MS4A6A MYO3B MYSM1 NAA16 NAA25 NAP1L1 NAT2 NDUFAF7 NHLH2 NMU NPAT NPHP4 NPY5R NRCAM NRG3 NSUN4 NUCKS1 NUDCD1 NUFIP2 OTUD4 OXR1 P3H4 PABIR1 PAFAH2 PAM PAPOLA PAPPA PAX6 PAX9 PBLD PCDH9 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 PDE4D PGGT1B PGR PHC3 PHTF2 PICALM PIPOX PLPP5 PPIE PPM1A PPP2R2C PRELID1 PRKAA2 PRPSAP1 PRTG PSD3 PTGR2 PTPN11 PUM2 PXT1 PYROXD1 QKI RAB18 RABGAP1L RALGAPB RAPGEF2 RASA1 RBM7 RCAN3 RCOR3 REL REPS2 RFC3 RFX3 RFX7 RFXAP RGS20 RIC3 RNASE6 RND3 RNF170 RNF8 RNPS1 RORA RPGRIP1L RPS6KA6 SAP18 SC5D SCAF11 SCGB2A2 SCOC SELENOT SEMA3D SEMA6D SFXN2 SGIP1 SH2D4B SH3GLB1 SLC10A7 SLC12A5 SLC25A36 SLC46A3 SLC6A11 SLC7A11 SLC9A2 SMAD2 SMIM8 SORCS3 SOX14 SOX7 SP8 SPAG11B SPATA22 SPIN4 SRSF7 SSH1 SSR1 SSR3 SSX2IP ST3GAL1 ST7 STIM2 STRN3 SYT15 TAF4B TASOR TBC1D30 TENT4B TFB2M THUMPD3 TLE1 TLR6 TM9SF1 TMCO1 TMEM106B TMEM207 TMEM245 TMEM65 TMX3 TNKS2 TOMM70 TRIM47 TRIM58 TRPC3 TTC13 TUBB TVP23B TVP23C TXNDC15 UBE2D3 UBE2W UBL3 UBN2 USP8 VGLL3 VPS35 VPS37A WAC WAPL WDR44 WTAP ZBED4 ZBTB11 ZCCHC14 ZEB1 ZFP28 ZIC2 ZKSCAN8 ZNF254 ZNF326 ZNF470 ZNF48 ZNF501 ZNF639 ZNF652 ZNF709 ZNF718 ZNF782 ZNF800 ZNF84 ZNF92 MIR7160_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7160_3P ACSM2B ADGRL1 AGBL5 AK5 CAMK2G CARMIL1 CCAR2 ELAC1 FHIP2A GTPBP1 KCNQ2 LRRC75A LZTR1 NAV1 NT5E NUMA1 PDE6D PKNOX2 PLXNA3 PTPRN2 RASD2 SDC3 STAR TMEM25 TRAF3 TRPM2 UNK ZFP36 ZNF367 ZNF521 MIR7160_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7160_5P ABHD15 ADIPOR1 AFF3 AGPAT4 AHCYL2 ALX4 ANGPTL2 ARID3B ARPIN ATAD2B ATG13 ATP6V1A ATPAF1 B3GNT7 C11orf58 C14orf93 CACNA1E CADM3 CALM1 CBFA2T2 CCDC15 CDC42BPB CDH18 CDK6 CEP164 CHD9 CHRM1 CLCN3 CLIC5 CNIH2 COL19A1 COL5A1 CREB3L1 CYP2U1 DAGLA DCAF11 DCANP1 DCTN1 DDHD2 DESI1 DHH DHRS3 DRP2 DSTN DUS1L EFCAB5 EFHC1 EIF2B1 ENOSF1 ENSG00000230707 EPHA6 FAM205C FAM83B FAS FCER2 FGF11 FGF14 FMNL3 FOXP4 FXN FXYD6 G6PC1 GANC GJB7 GLYAT GNPTAB GOLGA7 GPI H2AJ HDLBP HIC2 HNRNPU HTRA3 HTRA4 ID4 IGDCC3 IGF2BP2 IGSF1 IL17RD IL9R IRAK2 IRS1 IRS2 IRX4 JOSD1 KCNB1 KCNJ2 KCNK5 KCNK6 KIAA0753 KLF7 LHFPL4 LRRC28 LRRC51 LSAMP LUZP1 MARCHF9 MAU2 MBOAT2 MDM4 MED13 MEF2C MEIS2 MIDEAS MLLT3 MPV17L2 MPZL1 NAA60 NAA80 NIPSNAP3B NR2F6 NSD2 NTRK1 NUFIP2 NUP210 ONECUT2 OR51E2 PAK3 PANX2 PAX5 PDE7B PDSS2 PEAK1 PHF20L1 PITPNB PKDCC PLCXD1 POLQ PPARA PPP1R15B PRMT1 PRR23C PTGR3 PTPN18 PTPN3 PTPRR PUS1 PXK RAB5B RAB6B RAP2C RBM14 RBM4 RLIM RPL34 RPS6KA1 SCUBE3 SEMA4F SEMA5A SESN3 SETDB2 SFRP5 SFXN5 SH3PXD2A SHFL SLC10A7 SLC25A39 SLC30A2 SLC36A3 SNX27 SOD2 SPN ST3GAL1 STAT3 TCN1 TET3 TFDP2 THRA TMEM33 TNFRSF1B TOP2A TPD52L2 TRDMT1 TRIM33 TXLNG UBE3B UBL3 USP3 USP37 VASH2 WDR31 WNK3 XPNPEP3 YAE1 ZBTB20 ZCCHC2 ZCCHC8 ZNF585B ZNF586 ZNF587 ZNF609 ZNF737 MIR7161_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7161_3P AICDA AKAP11 ANXA7 ARHGAP31 ARHGAP5 ARMC5 ATP6V1G2 BSN CA3 CCDC88A CLDND1 CMYA5 CP CSMD3 CSRNP3 DDX20 DNAJB13 DNAJC9 ELL ELMO2 FAM43B FAM8A1 FGF14 GBP2 GNG2 GPM6B HDAC4 HECW1 ING3 IPCEF1 ITGA4 KBTBD3 KLHL11 LMAN1 LRRTM1 MAN2A1 MAT2A MBNL1 MEP1A MYRIP NAA50 NPNT OGFRL1 ONECUT2 OPCML OSBPL8 PAK1IP1 PGBD5 PHF2 PIGX PIK3CB PPP4R1 PPT1 PSMD1 PTPN20 RABGEF1 RPF2 RPS6KA5 SEC24B SELENOV SHPRH SLITRK2 SNTG1 SP100 SRI SSMEM1 SUGP2 TAOK1 TBCA TMEM243 TMEM263 TRAF3 TREML1 TRPM8 TTLL3 TYR UBAP1 UNC45B USP9Y VSIG1 WNT9B WTIP ZFPM2 ZNF432 ZNF711 MIR7161_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7161_5P AAK1 ABLIM1 AGFG1 AHR AK4 AKT3 ALS2 ANKRD27 APOB ATOSA ATP1B1 ATXN1L BAAT BBX BPNT2 BTBD8 C11orf58 C7orf31 CARD8 CCER1 CCL17 CCNT2 CCPG1 CD44 CDH11 CDK14 CDKL5 CEP63 CNOT6 COG6 COL24A1 CSNK1G3 CSTF2T CTBP2 CTSC CXCL5 DAAM1 DACH1 DCAF10 DDX28 DDX3X DDX4 DIAPH3 DIDO1 DPY19L4 DSTYK EAF1 EEA1 ELAVL2 ELP3 EOGT EPB41L4B EPN2 ERO1A ESRP2 ETV6 FAM120A FAM91A1 FARP1 FBXO3 FEM1C FIP1L1 FRRS1L GABPA GCH1 GHITM GNAL GRK5 GRM5 HDAC9 HEY2 HLF HOOK3 HYAL4 IGF1 IMPG2 ING2 INSR IPMK KATNBL1 KBTBD6 KIAA1549L KIF5B KLHL2 LARP6 LEPROT LIMA1 LIN28B LPAR6 LRRC58 LYSMD2 MAGI2 MCOLN2 MGST2 MIEF1 MITF MRAS MRPL17 MS4A12 MSL2 MTUS1 NAP1L1 NAPG NCOR1 NEXN NHSL1 NIPAL1 NOTCH3 NR2F1 NR2F2 NR4A3 NUCKS1 NUP98 ONECUT2 OSBPL8 PADI1 PAN3 PCDH9 PDE6D PGAP1 PHTF2 PI4K2B PIK3AP1 PKP2 PPP3CB PPP3R1 PPTC7 PRKCI PRRC1 PRUNE2 PSMA5 PTCHD1 RC3H1 RER1 RGS7BP RNF144A RNF20 RSBN1L RSF1 RSRP1 SEC14L1 SH3RF3 SINHCAF SLC24A2 SLC39A3 SLC4A4 SLC5A3 SLIT2 SLITRK5 SMIM10L1 SNX10 SOX2 SP100 SPRY3 SPTY2D1 SSR1 STRN3 SUCO SUPT7L TBPL1 TENT4B TFAP2A TFDP1 TIA1 TLCD3A TMX3 TREM1 TRIM13 TRIM5 TRMT11 UBE2E2 USP11 USP33 VDAC1 WDCP WDFY4 XRCC2 YWHAG YWHAQ ZBTB41 ZBTB7A ZC3H6 ZDHHC15 ZNF41 ZNF451 ZNF558 ZNF594 ZNF624 ZNF680 ZNF704 ZNFX1 ZSWIM7 MIR7162_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7162_3P ABL2 ACER2 ACVR2A ACVR2B ADAM10 ADAMTS15 ALDH6A1 ALG2 ALKBH1 ANGPT4 ANGPTL2 ANKFY1 ANKRA2 ANKRD52 APBB2 APOOL AQP5 ARHGAP24 ARID3B ARMC8 ATP2B4 ATXN1 B3GNT7 BACH2 BEGAIN BMPR2 BTBD10 CABLES2 CACNA1E CACNA1I CASKIN1 CCDC81 CCND2 CDK6 CDV3 CDYL CEBPD CEP164 CEP20 CFL2 CIAO2A CLOCK COL4A2 COL4A6 CRTAP CYRIA DET1 DICER1 DLC1 DNALI1 DPH3 DUSP16 EGLN2 EML1 ENOX2 ERCC6 FAM43A FGF5 FIGN FIGNL2 FMNL3 FNIP1 FOXP1 FOXP2 GALNT1 GALNT2 GALNT4 GCNT4 GNPTAB GPCPD1 GPR3 HIF1AN HIP1 HOXA1 HSPA5 HTRA4 IDH2 IGF2BP2 IGF2BP3 IKZF2 IKZF3 IRGQ IRS1 ITGA10 ITGB3 KIAA0040 KLF13 KLHL6 KLK4 KRTAP3-2 LEPROTL1 LINC03040 LOXL3 LPP LRFN4 LRIG2 MARCHF9 MED6 MEF2C MEST MFAP3L MFHAS1 MIOS MLF2 MMP1 MSANTD4 MSI2 MTMR12 MTMR9 MYH11 NAP1L1 NHLH1 NKIRAS2 OSMR PAK3 PANX2 PAX5 PBX4 PCDHA8 PDS5B PDSS2 PDZD7 PHF20L1 PIK3CA PLXNA4 POC1B-GALNT4 POLR3A PPARGC1B PPM1F PRDM11 PRMT2 PRR16 PRTG PSG7 PSMB2 PUS1 QKI RAB3C RAG1 RALGPS1 RAMAC RASGRP1 RB1 RBBP4 RBFOX1 RBM19 RBMS1 RCN1 RGS19 RICTOR RNF19A RPRD1B RUNX1T1 SBK1 SECISBP2L SELENOT SENP2 SFXN5 SH2B3 SH3GL3 SH3RF3 SLC19A3 SLC1A4 SLC25A4 SLC26A9 SLC37A4 SLC38A2 SLC45A4 SLC46A3 SOGA1 SPCS3 SPECC1 SPON2 SPRED3 SRC SRGAP3 SRSF6 STARD9 STXBP5 SYT1 SYT2 TAB2 TBC1D7 TBKBP1 TEF TET3 THAP1 THAP2 TRANK1 TRIM15 TRIM33 TRIM71 TTC39C TTLL4 UGGT1 UHMK1 UHRF2 USP3 USP44 UTRN UVRAG VAV3 VEPH1 WAPL WDR37 WIPI1 XKR8 YTHDF3 YY1 ZBTB10 ZDHHC9 ZFYVE26 ZNF322 ZNF417 ZNF473 ZNF583 ZNF695 ZNF85 MIR7162_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7162_5P ABCB5 ABHD17A AGO1 ALPK3 ANKFY1 APH1B APOLD1 ARSF ASIC1 ASXL2 ATF7 ATG2B ATP6V1D B3GNTL1 BAP1 BLCAP CADM2 CBFA2T3 CCDC14 CCDC93 CCNH CDHR3 CEBPG CERS6 CFAP410 CHD2 CHIC1 CHRNA6 CIPC CLASP1 COL6A6 COMMD9 CREB5 CREBRF CRLS1 CSF1 CTCFL CTIF CTLA4 DIAPH1 DLST DPH3 DPH3P1 DPP6 DTNA DUSP5 ECHDC1 EGFLAM ELL2 ESYT3 F3 FAM120C FCHO2 GAGE1 GALK2 GFOD1 GHR GPM6B GRIA4 GRID2 GRIK3 GXYLT1 HAT1 HCFC1 HEXIM1 HOPX HSF2 IFI27L1 INKA2 ITPRIP JAZF1 JDP2 JMY KCNIP1 KIAA1549 KIF21B KLF5 KLHL3 LBH LIN7A MED23 MEX3B MGAT5 MRPL34 MRPS7 MTX3 MYOC NETO2 NKIRAS2 NKX2-8 NPNT NR2E1 NSF ONECUT2 OSBP2 PABIR3 PANK2 PANX1 PAX3 PCDH7 PCNP PDE1A PEG10 PI4K2A PIAS2 PIAS4 PIP4K2A PLA2G4E PLEKHG7 PLXDC1 PPM1F PPWD1 PRAMEF1 PRAMEF13 PRAMEF14 PRKCA PRPF4B PRR5L PTPRN2 RC3H2 REV1 RHPN2 RIMBP2 RIMS2 RPS3 RSU1 RTEL1 RUNX3 S100B SDK1 SDK2 SEPTIN6 SFMBT1 SFPQ SFT2D2 SH3GL2 SIAH1 SLC23A1 SLC30A4 SLC36A4 SLC6A6 SLCO3A1 SLITRK3 SLMAP SOBP SPRED1 SRSF2 STAT4 STK32B SULF1 SYT1 SYT14 SYT4 TCF4 TET3 TFAP2A TMEM164 TNS3 TRABD2B TRIM32 TRMT9B TUB VANGL1 VHL VPS53 WWOX XBP1 YWHAH ZBTB25 ZC2HC1C ZFAND5 ZNF250 ZNF26 ZNF367 ZNF385B ZNF440 ZNF441 ZNG1E MIR744_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR744_3P ABCA1 ABCC4 ANAPC16 APBB2 AZIN1 BAIAP2 BEND4 BOC CABYR CD302 CRB1 CSRNP3 CYB5R4 DIP2C EDN3 EPS15 FABP7 FAM177B FAM47A FAM47B FMR1 FZD5 GALNT6 GPR85 IGFBP5 IL6ST IRF5 KIAA2026 LY75-CD302 MARCHF7 MEF2C METAP2 MID1 MTMR9 NDST3 NDUFA5 NECTIN3 NFE2 NR3C1 NUFIP2 PFN2 PHETA1 PHF2 PPP2R1B PREP PTPN5 RAD23B RBM11 RBM39 RMDN1 RPL7L1 SEMA6D SENP1 SH3BGRL3 SSR1 STK39 TMED7 TMEM140 TRERF1 URI1 USP30 ZNF594 ZNF800 MIR744_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR744_5P ADAP2 BIN1 FBLN2 HS6ST1 IQSEC2 NFIX ORAI2 PELI3 RGMA ROR2 SEPTIN2 SURF4 MIR7515 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7515 AAK1 AKAP6 ANKRD45 APBB1 APTX AQP10 ARRB2 BAZ2A BCAN BEND3 BOD1L2 C17orf98 C20orf96 C2orf49 CABLES1 CACNA1C CALCA CAMK1D CCDC191 CCL11 CD164L2 CDK5RAP2 CECR2 CEP170 CES4A CPEB2 CREB5 CTSK CWC25 CYP7A1 CYP7B1 DCTN4 DCX DDX27 DDX52 DIRC1 DLGAP4 DNAJC18 DNAJC7 DOCK9 DPF2 EMP2 EPHA4 ERAP1 FAM76A FCHSD1 FGB FKBP4 GANAB GAREM1 GAS7 GCDH GLIPR1L2 GLO1 GML GNAS GORASP1 GPAT2 GRIA2 GRIN2B GTDC1 HNRNPC IKBKG ING4 ITPK1 JPH2 KALRN KDM5B KIF3C KRIT1 MAN1A1 MAOA MAX MBIP MCFD2 MEAF6 MED26 NAAA NDUFAF5 NFE2 NINJ2 NKAPD1 NPEPPS NSD3 PAK2 PARP9 PBX3 PEX11A PGAM1 PIANP PINX1 POLDIP3 POU3F4 PPARG PPM1E PPP1R12B PPP2CB PPP2R5D PPP3R1 PPP4R3A PRELID3A PRIM2 PRSS33 PTPMT1 RAB6A RC3H1 RGS21 RIMS4 RNASEH2C RPL36A SGCD SH3PXD2A SLC25A15 SLC25A2 SLC48A1 SLITRK2 SMIM20 SNX27 SPRR2G SPSB3 SRFBP1 SRSF1 ST3GAL1 STK10 SUMO2 SUPT3H TACR1 TAFA2 TAGLN2 TBX4 TERF2 TFCP2L1 TLK1 TLR10 TMEM44 TMEM68 TMEM80 TNFSF18 TNFSF8 TRPS1 TTLL6 TYRP1 UBE2L6 UCHL1 UNC5CL VAMP2 VEZF1 WNT10A XKR6 ZBED4 ZEB1 ZNF425 ZNF559-ZNF177 ZNF691 ZNRF1 ZSWIM4 ZSWIM6 MIR758_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR758_3P ACLY ADAMTS17 ADD1 AFG1L ANKH APLF B3GNT9 BACH2 BMP7 C1orf198 C2CD2 C3orf14 C5orf15 CARF CCDC43 CDC42BPA CHFR CNNM4 COLGALT1 COMMD2 COPG2 CYP7B1 DGKE DGKH EEA1 ENPP3 ENTPD1 EXOC6 FBN1 FBRSL1 FLVCR1 FUT9 FYB2 GAD2 GCSH GRIK3 HAUS2 HIPK3 HRH4 HSD17B13 KDM6A KLF9 KPNA3 LIN7A LRFN2 MAP2K1 MAP4K3 MCAT MEIS2 MEPE MIA3 MIPOL1 MOB3B MTHFD2 NAA40 NHLRC3 NOP2 NRG1 NTM PALM2AKAP2 PAPSS2 PARP12 PCBD2 PCDHB13 PDZD7 PGRMC1 PLP2 PPID PPP2R1B PRKAR2B PRR27 PRRG1 PUM2 RAD52 RASA3 RBM15B RIOX1 RNF113B RNF114 RORA SEC62 SGIP1 SLC24A2 SLC25A16 SLC6A14 SLMAP SMIM9 SMLR1 SOCS7 SRGAP1 SRP68 ST6GAL2 STK40 SUCNR1 SUN2 TADA2B TBX4 TCEAL7 TCFL5 TKTL2 TRIP11 TYRO3 UNC5D USH2A VAPB VEZF1 WDR20 WTAP WWC2 WWP2 ZBTB18 ZBTB7A ZDBF2 ZFHX3 ZMYM2 ZNF226 ZNF250 ZNF257 ZNF28 ZNF385C ZNF432 ZNF503 ZNF611 ZNF618 ZNF761 ZNF808 MIR758_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR758_5P BBS7 CSNK1A1L DSG3 E2F5 EEF2 GSG1L ID2 ITPRID2 KAT2B KLHL29 LOXHD1 LURAP1L NUFIP2 OSBPL6 PHACTR1 PLA2R1 PSMF1 PTCH2 PTP4A1 RASA1 RTKN SCYL2 SETD5 SLC20A2 TBC1D32 TENT5D TET3 TOX4 TRIM37 ULBP1 UQCRQ VXN ZNF318 ZNF888 MIR759 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR759 ADAM12 ADGRB2 AKT3 ATP2B1 C10orf67 CADPS CD300LD-AS1 CHD7 CHEK2 CHKA CLVS2 DCAF8 DENND10 DYNC2LI1 EIF4E3 EOLA1 ETS1 FAM168A GAP43 IGDCC4 INSR KCNJ2 KCTD9 KIAA1210 KRTAP26-1 LPAR2 LRAT MAGEA1 MAGEA8 MALL MAPK10 MDC1 NEO1 NFIB NFIL3 NOTCH3 NTRK2 OGDH OSBPL6 PAFAH1B1 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 PEBP1 RNASE13 RPRD1A SEMA4A SIX4 SMC1B SOCS7 SOX21 SPRYD7 THAP2 TMPO TRAF3 TSHZ3 UBL3 ZNF558 ZNF570 MIR760 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR760 ACTR1B ADAM12 ADCY1 AFAP1L2 AKAP12 AKAP3 ANKRD11 AP4E1 ARC ARHGAP26 ASB7 ASXL1 ATAD1 ATRN ATXN7 BCL2L2 BMAL1 C4orf19 C6orf89 CAB39L CCDC6 CDK20 CDK6 CLASP1 CLBA1 CLCN5 CMPK2 CPT1A CYB5B CYP2C18 DERL2 DGKG DIXDC1 DLG3 DLGAP1 E2F4 EPB41 EPB41L3 EPHB2 FAM72B FGF1 FOXA1 FOXC1 GDI2 GIT1 GMEB2 GOLGA7 GTF2I H2AC8 H2BC21 HIBADH HIPK4 HM13 HMGA2 HMGCR HOXA2 HTT IKZF4 IQSEC1 ISY1-RAB43 ITPKC ITPR1 KCNA6 KCNJ5 LIFR LPP LRRC59 LSM12 M1AP MAGED1 MCL1 MED13L MIER2 MOBP MTUS1 MYO5A MYO5C NCL NECAP1 NXPE4 OPRL1 PCBP3 PDE8A PHTF2 PIP4K2B PLIN1 PNKD POT1 POTEG POTEH PRKG2 PSMF1 PUM1 RAB27A RAB43 RCBTB1 RPGR SAP30L SCN8A SCYL1 SDC2 SEC24C SEL1L SHCBP1 SHMT2 SLC31A1 SLC9A8 SLCO3A1 SOAT1 SPTBN4 SRRM1 STARD3 STARD7 STEAP3 SYS1 SYT2 TAS1R3 TNIP1 TNS1 TOMM40L TRIM66 TSPAN11 VPS45 WDR20 WDR37 WDR93 YIPF6 ZHX3 ZSWIM6 MIR761 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR761 ACSL1 ACVRL1 ADSS2 AKAP13 ALPK2 AMMECR1L ARID3B ATG16L1 ATP2A3 ATP8A1 ATP8B2 BAX BAZ2A BCL11A BCL2L11 BRPF3 BTAF1 BTBD1 C17orf49 C1orf226 CAPN11 CBL CBR4 CBX2 CCDC103 CEP44 CERT1 CHD2 CLASP1 CLSTN1 CMTM4 CNIH1 COG5 COP1 CPEB1 CPEB4 CPSF4 CREBL2 CSF1 CTNNB1 CTSS CXXC5 DAGLA DBNDD1 DHRS12 DLL1 DMXL2 DOLPP1 DUSP15 EDF1 ERFE ERRFI1 EXOC2 EXOC3L2 F8 FAM110D FAM20B FBLN5 FBXO32 FGF14 FGFR1 FNDC5 GALNT18 GALNT7 GARRE1 GATD3 GCC2 GDNF GFRA1 GLOD5 GNAL GPN1 GPR6 GPR85 GSK3B HMG20A HMGN3 HMGN4 HPSE2 HR IGSF3 IKBKB IL17RD INO80C IPO11 IPO7 IRS1 ITGB8 JAKMIP2 JPH1 KBTBD2 KCNC2 KCNC4 KIF13A KIF21B KIF7 KMT5A KPNA1 KRTAP4-4 KSR1 LARP1 LHX6 LRP2 LSM12 LUZP1 MAK16 MAP3K4 MAPK1 MAPK8 MBLAC2 MEAF6 MECOM MED19 MFN2 MLLT10 MLXIP MMS19 MPI MTA3 MTMR3 MYO1D NAA15 NAA50 NEO1 NEURL1B NFATC2 NFIA NMB NOMO3 NSD1 NUFIP2 OPRK1 OXR1 PAN2 PARP16 PCDH20 PCLO PCMT1 PDE11A PDE5A PDLIM5 PGF PGGT1B PHACTR3 PHF20L1 PHF21A PHF6 PIK3CB PIM1 PLA2G3 PLAGL2 PLXDC1 PPM1L PPP2CB PPP6C PROX1 PRR14L PRR23B PTER PURB PYM1 QKI RAB14 RAB4B RALGAPB RAP1GAP2 RAPGEFL1 RBM34 RC3H1 RCSD1 RGS22 RIMS3 RNF169 RPIA RPUSD1 RUBCN SARM1 SEC24C SEC31A SIGMAR1 SLC23A2 SLC25A25 SLC25A39 SLC36A1 SLC8A1 SMYD5 SNX12 SOGA1 SOX8 ST6GALNAC1 STK32B TAFA4 TANC2 TAOK1 TBL1XR1 TGOLN2 TMEM161B TMEM248 TMEM33 TMEM43 TMEM86A TNPO1 TRA2B TRAF1 TRAF3 TSPAN11 UBE2R2 UBE4A UBL4B USP20 USP24 USP3 USP46 VPS53 VSTM4 YWHAZ ZBTB10 ZBTB20 ZBTB39 ZFAND3 ZFHX3 ZNF214 ZNF609 ZNF710 ZNFX1 MIR762 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR762 ABCF1 ABCF2 ACE ACVR1B ACVRL1 ADGRL1 AOC3 AP5B1 APC2 APLN ARHGAP1 ARID3B ARL2BP ARRB1 ATP2B2 BCAM BCL2L13 BTF3L4 CDC42SE1 CDR2L CDYL2 CERS1 CLCF1 CLCNKB CLDN18 CLDN19 CLDND1 CLIP3 CNIH2 CNP COPS7B CPEB3 CPLX2 CPSF7 CRTC1 CTCF CUEDC1 DENND2B DNAJB5 EEFSEC EIF5 ENG ERC1 EVC FAM219A FBXL16 FBXO41 GAB1 GFI1 GIPC3 GLIS2 GNAI2 GNG13 GPBP1L1 GPRIN1 GRIK3 GSK3A HOXA7 HSPB6 IGFBP5 IQSEC2 ITCH JMJD8 JPH3 KCNIP3 KCNS1 KIAA0513 KIAA0930 KIF21B KLK4 LARP1 LIFR LRP1 LZTS1 MAP6D1 MBTD1 MDGA1 MECP2 MFAP1 MPZL2 MYO1C NAP1L3 NATD1 NCOR1 NDRG4 NECTIN1 NFIC NFIX NKAIN2 NKIRAS2 NMD3 NPTX1 OLFML2A OSBP2 PACS1 PARVG PAX7 PDE4D PEX14 PHLDB1 PKIG PKLR PKP2 PLXDC2 PLXNA1 PML PMM2 PPIE PPIL2 PPM1H PPP3R2 PRCD PRLHR PTPRF RAB35 RAB5A RAB6B RAP1GAP2 RELT REXO1 RNF20 RPIA RPL28 SDC3 SDK2 SEMA6A SEMA7A SEPSECS SH3PXD2A SH3PXD2B SHB SLC12A4 SLC2A8 SLC45A2 SLC6A17 SMPD3 SOGA1 SON SPOCK2 SRSF7 ST3GAL1 STK40 STRBP STUM SYNDIG1L SYNJ1 SYT7 SZT2 TAGLN TAOK2 TBL1XR1 TM2D3 TMCC3 TOX2 TRAF1 TRAF7 TRMT61A TRPM3 TTL TTLL6 TTYH3 TYSND1 UBA1 VAMP1 WARS1 WDR48 YY1AP1 ZBTB4 ZFP41 ZFR2 ZNF219 ZNF346 ZNF395 ZNF609 ZNF672 MIR764 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR764 ANGPT2 ASB6 BOK CCR3 CHIC1 CLN6 CWC15 DCAF7 DNPEP EIF4EBP2 F13A1 FAM53A FBXO33 GANC HOOK3 IQCK ITPR1 KCNJ1 LBH MAPK10 METTL21A MON1B MTMR4 NOL4L NPAP1 OAS1 PDYN PHRF1 POP1 PPM1B PPP1R42 PTK6 RAF1 RLF RNF41 RORB SLC43A2 SNRPA SOS1 SOX5 SUV39H1 TDRD6 TMBIM4 TMEM106A TRRAP TTN UBE2Z WAC MIR765 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR765 ABCG4 ADAM12 ADAM19 ADCYAP1R1 ADGRG5 ADGRL1 AGO1 AHDC1 ANKRD13A ANKRD40 ARAF ARID1A ARID2 ASB16 ASIC1 ATXN1L BCAM BICDL1 BRD4 BTN1A1 C11orf87 C1orf226 C3orf80 C5AR1 CACNG7 CACUL1 CADM4 CAMK1D CAPN3 CAPN6 CARTPT CASKIN1 CASTOR2 CCDC28A-AS1 CCL4 CD164L2 CD34 CD4 CDX1 CEACAM6 CFAP77 CHMP1A CHRDL1 CLMN CLSTN1 CNNM4 CNTFR CNTNAP1 COL27A1 COL4A6 CORO2B COX10 CPLX1 CSF1R CTDSP1 CUX1 CXCL12 CYB5R2 DBNDD2 DCX DENND1A DENND2C DGKD DLX3 DNM2 DPAGT1 DPF3 EEIG1 ELK1 EN2 EPSTI1 EZH1 FAIM2 FAM117A FAM169BP FAM78A FAM78B FBXO21 FXYD3 G3BP2 GAB2 GABRA3 GALP GFRA2 GLG1 GLT6D1 GPATCH1 GPR107 GPR62 GRIK3 GRIN2B GSE1 GTPBP1 HDAC5 HEYL HLA-DQA1 HLA-DQA2 HNF4A HOMER1 HOXB5 HOXC4 HRK HSPBP1 IKZF4 INO80D ISLR2 ISM2 ITPRIPL2 JMJD8 JPH4 KAT7 KAZALD1 KCNC4 KCND1 KDM2A KIAA1671 KIRREL1 KIRREL2 KLK12 KLK4 KMO KPNA3 KPRP L3MBTL3 LAMC1 LAT2 LHFPL4 LHPP LINC02873 LINGO1 LMLN LMO7DN LRATD2 LRP4 LRRC8A LSAMP LYSMD3 MACROH2A2 MARCHF8 MDM1 MECP2 MMP16 MON1B MTSS2 MTUS1 MYCN MYO18B MYO1A N4BP3 NAV1 NBR1 NDUFA4L2 NFIX NOVA2 NRBP2 NUTF2 ORMDL2 OTP PAXBP1 PBX1 PCDHGA1 PCDHGA10 PCDHGA11 PCDHGA12 PCDHGA2 PCDHGA3 PCDHGA4 PCDHGA5 PCDHGA6 PCDHGA7 PCDHGA8 PCDHGA9 PCDHGB1 PCDHGB2 PCDHGB3 PCDHGB4 PCDHGB5 PCDHGB6 PCDHGB7 PCDHGC3 PCDHGC4 PCDHGC5 PDE4A PDE6D PDX1 PFKFB3 PHF7 PLA2G3 PLP2 PML PNKD POLI POLR2F POM121 POU2F2 PPP1R12B PRELP PRIMA1 PRLR PRR5 PRRC2B PRRG4 PSD2 PSMD11 PTAFR PTCH2 PTGR3 PTK2B PTPRT PUM1 PXK RAB15 RAB5B RAB6A RAD51B RAD54B RBM20 RERE RHBDF2 RIBC1 RND2 RPH3A RPRD2 RUFY4 S100A7A SCFD2 SDK1 SDK2 SEC61A2 SEH1L SEPTIN3 SERP2 SERPINA1 SERPINA6 SETBP1 SGPP2 SHANK2 SHISA6 SIPA1L3 SIX3 SKI SLC18A3 SLC38A7 SLC4A8 SOCS7 SOGA1 SP2 SP6 SPRR4 SPTBN4 ST3GAL2 STK40 SYNE3 SYPL2 TANC2 TCF4 TESMIN TEX2 TIMP3 TLCD3A TMED10 TMEM233 TMEM26 TMEM265 TNFRSF11B TNFRSF14 TNS1 TOR2A TPCN1 TRIM66 TRIM67 UNC5B UPK1A URM1 USP36 VAMP2 VPS25 WDR59 XYLB YWHAG ZBTB45 ZC3H12A ZDHHC9 ZIC3 ZNF396 ZNF436 ZNF444 ZNF710 ZNF784 MIR766_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR766_3P ADAMTSL1 AGAP1 ANAPC11 ARMH3 ASIC1 BBX BDKRB2 BOC C7orf25 CADM2 CAMK4 CARD8 CCDC178 CD24 CD28 CEACAM6 CHRNA5 CPD CREB5 CRISP1 CYLC2 DAG1 DLGAP5 DMRT2 DNAJB5 EPHA10 ETS1 F7 F8 FADS1 FAS FBXO45 FMC1-LUC7L2 GIPR GNAS GNB4 GPATCH2 GPD2 GPR132 HJURP HOXA13 IL7 IRGQ ITGA8 ITPRIPL2 KCNA4 KCNE4 KCNG4 KCNH6 KCNK17 KCNN3 KLHL1 KLHL29 KNOP1 LEAP2 LRPAP1 LRR1 LUC7L2 LYRM9 MAP3K2 MAP3K3 MAP4K5 MAPRE1 MARCHF9 MEAF6 MECP2 MED22 MFN2 MINDY2 MPP4 MRPS23 MTHFD1L NADK NDST1 NR1D2 NR3C2 NSG2 NUP210 PDCL3 PDXDC1 PHF3 PLEKHA5 POU2AF1 PPM1M PRKCG PTHLH PTPRB PVALB RAB29 RAB36 RAD51 RBBP5 RGS16 RIPK1 RRP7A RWDD1 SH3PXD2A SH3RF3 SH3TC2 SHISA6 SIKE1 SIRPA SIRT6 SLC23A3 SLC25A34 SLC35C2 SLC5A9 SLC7A8 SLIT2 SMCR8 SMIM20 SPACA9 SPATS2 SPEG SPPL3 SRGAP1 SSTR3 SYT2 TACC1 TFDP2 TIMM8A TMEM132B TMEM200A TMEM33 TNFRSF21 TPD52L3 TSHZ2 TUFT1 VAPB WDR82 ZFAND3 ZFP90 ZNF107 ZNF117 ZNF124 ZNF195 ZNF208 ZNF257 ZNF28 ZNF426 ZNF468 ZNF490 ZNF493 ZNF544 ZNF550 ZNF559 ZNF559-ZNF177 ZNF676 ZNF705EP ZNF732 ZNF763 ZNF845 ZNF850 ZNF99 MIR766_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR766_5P ABCC12 ABCC3 ABR ADAM12 ADGRL3 ADGRL4 AHCYL2 ALDH18A1 ALKBH5 ARHGAP12 ARHGAP5 ARMC7 ASXL3 ATP6V0E1 BCAM BLMH BMP3 C12orf29 C16orf46 C1QTNF9 C1QTNF9B CACUL1 CALM2 CALN1 CAMK1D CCNK CCNL1 CCSER2 CD55 CDK5R2 CDK9 CHD4 CHRDL1 CHST11 CLASP2 CLCN3 CLMN CNOT6L CORO2B CPSF7 CS CSNK1G1 CYP3A4 DLX3 DLX6 DPF2 E2F3 EDA2R EIF5 ELK4 EN2 ENTR1 EPHB2 EXPH5 EZH1 FAM131A FAM168A FAM169BP FAM180A FAM78A FAM83A FBXW10B FBXW7 FLVCR2 FMN1 FRAT2 FTMT GAN GAREM2 GAS7 GCH1 GLG1 GLIPR1L2 GLIS2 GNAQ GNGT2 GPATCH1 GPLD1 GPR171 GPRASP3 GRID2 GTSF1 HBP1 HEATR5B HGF HGSNAT HOXC10 HOXC9 IFT52 ILF3 ILRUN IQSEC2 ITGA4 KAT6A KCNC4 KCNQ2 KCNS1 KLK12 KPNA3 LANCL1 LCE1A LDB1 LMLN LRRC59 MAN1A1 MAP1A MAP3K9 MAPK1 MARCHF1 MBNL3 MIB1 MIF4GD MRPL19 MYBPC1 MYO16 MYO1D MYO6 NANOS2 NDUFS2 NECAP1 NEU3 NOVA2 NR6A1 NUCKS1 OTUD7B OXSR1 PAFAH1B2 PDE6D PDX1 PHC2 PIP4K2B PIP4P1 PLXDC1 PMEPA1 POU2AF1 PPP1R10 PRICKLE2 PRKCE PRR27 PRSS22 PSG4 PSG7 PSG8 PURG PYGO2 RAB3C RAB8A RAD51B RARG RASGRP1 RBM20 RBMY1A1 RBMY1D RBMY1E RBMY1F RETREG2 RGS5 RIOX2 RNF26 RPL13 SAMD4A SAMD4B SAMSN1 SCYL2 SDHC SEC14L1 SELENOI SELPLG SERPINB13 SET SETD7 SGIP1 SGSM1 SH3PXD2A SHISA6 SHROOM2 SLC41A1 SLC7A8 SLMAP SMAD7 SNX30 SOGA1 SP100 SP140 SP140L SPINK14 SPRED1 STC2 STOX2 SYNPO2L SYPL2 TARP TBC1D16 TGFB2 THADA THAP11 TIMP3 TIRAP TLCD3A TMEM158 TMEM164 TMEM233 TMEM35B TP53INP1 TRIAP1 TRIM67 TRIM9 TTC9 TXNDC12 UBAP2L USP27X VAMP1 VAMP2 WASF1 WFDC5 WIPF2 XXYLT1 ZBTB7A ZCCHC10 ZFHX3 ZFYVE16 ZKSCAN7 ZMAT3 ZNF529 ZNF784 ZNRF1 MIR767_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR767_3P AAK1 ACADSB ADCYAP1R1 AKAP4 AMMECR1L ARAP2 ARFGEF1 ARID2 ARID5B ARL14EP ARMH3 ARMH4 ATXN7L3B BAIAP2 BBX CARD6 CCDC126 CEP170B CHAC1 CHRD CLDN18 CLMN CNOT8 CNR1 CPEB3 CT55 DNAAF9 DOCK10 DONSON EIF4E2 ENOSF1 FAM204A FBXO9 FHL1 FUT1 GAREM1 GJB2 GPATCH2 HIF1A HOMER2 HSPA9 JARID2 JMJD7 JPH3 JTB KDELR3 KLHL1 KLHL2 KPNA6 LATS2 LRRC32 MAPK8 METTL23 MLH3 MRPS25 MTMR4 MTOR NEFH NFASC NIPAL3 P2RX2 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA9 PCDHAC1 PCDHAC2 POGLUT1 PPM1B PPP1R1C PRICKLE1 PRKAR2A PTCH1 PTPRT RAP2A RBM12 RPE S100A10 SAP30L SCN9A SCRN3 SEC61A1 SERTAD2 SET SHISAL1 SIRPB1 SLC35B4 SLC4A10 SMAD2 SORL1 SORT1 SPOP SPPL2B SZRD1 TAB2 THRAP3 THSD7A TIAM2 TNS2 TRIM23 TXNL4B UBE2N UBN1 UGT2B17 UNKL UPF2 UPF3A USP4 USP9Y VSTM2L ZEB2 ZNF112 ZNF146 ZNF267 ZNF518B ZNF710 ZNF778 MIR767_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR767_5P ACSM5 ADAM12 ADAM17 ADAMTS3 AHR ANKRD13B AP4E1 ARHGEF5 ASB8 ASXL3 ATP2B4 ATRN BABAM2 BACH2 BASP1 BLMH BTLA C11orf24 CACNA2D3 CAMK4 CAMKK2 CAMSAP2 CBLL1 CCDC186 CCDC43 CCDC50 CCNYL1 CLDN11 CMPK1 COL11A1 COL2A1 COL3A1 COL4A1 COL4A4 COL5A3 COL6A3 CPS1 CRISP2 CRISPLD1 CSDE1 CUX1 CYP39A1 DAZAP2 DBT DCC DDX5 DGKD DIP2C DNMT3A DOP1A DPYSL5 EAF1 EIF4E2 EML6 EPHA5 EPS15 FBN2 FNDC5 FNIP2 FOXE1 FOXJ2 FUCA2 FUT8 GINS1 GOLGA1 GPATCH2 GPX7 GRIA3 GRIP1 GXYLT2 HAPLN3 HBP1 HIP1 HMCN1 HMGCS1 HOXD10 HS3ST3B1 HYCC2 IFFO2 IFI30 IL1RAP INPP5A IREB2 ISG20L2 KIF26B KLF2 KLF4 KLF6 KLHL28 LDLRAD4 LOX LRRC8B MATCAP2 MBTD1 MLF1 MORF4L1 MORF4L2 MOSMO MTRFR MYCN N4BP2L1 NAP1L5 NAV1 NAV2 NAV3 NCKAP5 NCOA4 NDUFS4 NEXMIF NFIA NLK NONO OSBPL11 OSTC OTUD4 OTULIN OVOL2 PALM2AKAP2 PAN2 PANK1 PEG10 PHTF2 PI15 PLEKHG3 PLG PMP22 POGLUT2 PPM1D PPM1E PPP1R13B PPP1R15B PPP4R3B PRKAB2 PTPRK PXYLP1 RAI14 RIMS2 RND3 RNF138 RNF19A RPP25 RPS6KB1 SCAI SEC31B SEPSECS SERTAD2 SESTD1 SETDB2 SH3GLB1 SLC16A14 SLC4A8 SMAD6 SMAP1 SMIM13 SNX1 SOCS2 SPC24 SPOCK3 SSC4D STK38 STMN2 STX16 SUMO1 TAF5 TBL1XR1 TCF7L2 TET1 TET3 TLL1 TMEM169 TMEM236 TMEM88 TMTC3 TNRC18 TNRC6B TRIB2 TTC30B TTC9 TUBB2A UBE2Z USP42 USP6NL VHL VPS37C WDFY1 XKR4 XPO4 ZFX ZNF282 ZNF382 ZNF644 MIR769_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR769_3P AP3S1 C11orf58 C4orf19 C5orf15 CCDC92 DACT1 DCLRE1C EYS GALNT10 HEY2 HMCN1 HSP90B1 ILDR2 KDM4C KDSR KRTAP17-1 NECTIN2 NOVA1 NSFL1C PGK1 PIP5K1A POLQ RFC3 SLC25A23 SP8 TMED2 TMEM139 TPBGL WBP1L ZNF708 ZSWIM9 MIR769_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR769_5P ACKR2 AKAP1 AKT3 BEAN1 BPNT1 C1QTNF1 CERCAM CPEB1 CUL5 FAXDC2 FBXL7 FBXO21 HS3ST4 ITSN1 LRP12 LRRTM2 LYPLAL1 MAPK1 MRPS16 NFKBID OPRM1 P2RY1 PARD6B PDCD4 PLEKHA1 POU4F1 PRKAA1 PRR29 PSD2 RGS7BP SET SMAD2 SPAST SS18L1 SSNA1 STK35 SYP SYTL2 TBC1D20 TDRD6 TET3 TFAM TFAP4 UPF3B WDFY3 WDR37 WFDC11 ZNF415 MIR7702 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7702 ADRB2 AGPS BCR CAMLG CBLL1 CDK16 CHL1 DCTN4 DCX DIP2B DMGDH DSTN DUT E2F3 EFNA3 EIF2AK3 EPB41L3 ERLIN1 EYS GABRA6 GNB4 HINT3 HIPK3 KCTD12 KPNA3 LIFR LMAN1 MEIOC MFSD1 MGP NCOR2 NDUFA5 NEFL PDE1C PRTFDC1 PTH RPS6KA5 SLC25A39 SLC2A13 SLC33A1 SLC35G2 SMIM10L1 SMURF2 SNX3 STRN3 STXBP1 STXBP4 TGFBR1 TMEM163 UGT8 WAPL WASL YTHDF3 ZNF662 MIR7703 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7703 ADAMTSL1 AMMECR1L AP1AR ASB5 B3GALNT2 BAHCC1 BAZ2B BCAT2 BOD1 CD46 CDCA7L CDK7 CEP85 CHD2 CHD9 CHKA CHST1 CILK1 CLOCK CREG2 CRYGN CTNNA3 DCAF6 DCAF8L1 DLG2 DMD DMXL2 DNAJC30 DOCK5 DPP10 FAM167B FAM172A FAM181B FAM20C FAM240A FANCI FERMT1 FHL2 GAA GATA6 GPR180 GRHL1 GTF2H1 HERPUD2 HIVEP3 HNF1B HOXD9 IFIT2 IKZF2 IRF2BP2 IVNS1ABP JOSD1 KIF5B KLHL14 LUZP1 LYST MATN3 MMD MYO1B NOX4 NSMF P2RY14 PAPPA PCMTD1 PCOLCE2 PDZD2 PDZD8 PFN2 PLGLB1 PLGLB2 PRR27 PTAR1 PTPN14 PTPRO RBMS3 REST RIC1 RNF135 RNF38 ROBO1 ROBO2 SCUBE3 SELENOT SGMS1 SH3PXD2A SLC12A5 SLC17A6 SLC30A4 SLC38A2 SPRED1 SRPRA SYT14 TCP11L1 TEAD1 TECPR2 TEF THSD7B TLCD4 TMEM144 TMEM200A TRAF3 TREM1 UGP2 UNKL UPF3B VPS26B YIPF4 ZFHX3 ZNF208 ZNF544 ZNF586 ZNF773 MIR7704 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7704 COA8 EEF1A2 ETS1 GNG3 LEF1 SMURF1 MIR7705 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7705 ADRA2B ANKRD46 ANO10 BTG2 CAPRIN1 CHMP4C CRLF1 CSDE1 CSMD3 DDX17 DNAJC27 ERRFI1 FAM174A FAT3 FBN2 FMOD GCNA HCN4 HEXIM1 HINT3 HYCC2 IL22 IL6ST KANSL3 KCNT2 LIMCH1 METAP2 MSX1 MVB12B PCDH20 PCLO PHIP PMPCB POF1B PPP4R4 RERE RGS17 RMND5A RPA3 RYBP SDCBP SEPTIN14 SPAG1 ST3GAL1 STRADB THAP2 TNFSF13B ZC3H12B ZC3H12C ZNF268 MIR7706 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7706 ADO ALAS2 ANO8 BLCAP CSNK2A1 FOSB IQGAP1 SPNS2 TFAP2A ZBTB20 ZNF468 MIR770_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR770_5P ADD3 ADGRV1 AKIRIN2 AMIGO2 APELA AQP4 ARHGAP12 BAZ1A BICC1 BLTP3A BTG1 CABLES1 CCDC60 CCDC85A CCND2 CDKL4 CKS1B CNOT6L CNTN4 CPEB2 CPEB3 DHTKD1 DIAPH3 DLST DSE ELL2 EML4 FAM135A FLI1 GCSAML GMFB GOLGA7 GTDC1 HERC3 HSPA5 IKZF2 IPMK KAT2B KCNMB2 KIF13A MAOA MAP3K1 MARK1 MATN2 MBTD1 MMAA MNX1 MYH10 MYO6 NAA15 NAP1L1 NETO1 NTRK2 NUDCD1 OGT PAFAH1B2 PBX1 PDCD2 PLXDC2 PPP3CA PPP4R2 PTPN12 RAC2 RAD23B RBM46 RCHY1 RRAGB SAMD3 SIRT7 SLC17A6 SMARCC1 SORT1 SP4 STK17A STK38L TANC2 TARS1 TBCA TDP1 TFCP2 TLCD3A TLNRD1 TMEM132C TMEM178A TMEM38B UBR3 XAF1 ZC3H12C ZCCHC2 ZDHHC11 ZFAND3 ZFP90 ZHX2 ZNF107 ZNF117 ZNF138 ZNF676 ZNF764 ZNF765 ZNF99 MIR7843_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7843_3P ACYP2 ADGRF5 ADRA1A AP1G1 APPL1 BACE1 BAZ2B BET1 BHLHE40 CCDC28A-AS1 CCDC6 CD164 CNOT7 COL8A1 CTNND2 CTTNBP2NL DCTN3 DCUN1D1 DIPK1A DYNC1LI2 ENPP1 EXD2 FBXW11 FIBIN GAS2L3 GATM GFRA2 GNRHR GOPC GREM1 H2AZ1 HDAC2 HDGFL3 IGSF3 INA KDM5A KLHL13 KRTAP19-6 LRRN3 MFAP3 MIA3 MOBP MRPS5 MYO16 NEPRO NWD1 OMG ONECUT2 PA2G4 PIGN PIK3R1 PRKRA PRPF4B PSMC2 PTGES3 QSOX2 RALA RCC1 RDX RGS7BP RHEB RIMS1 ROBO1 RRAGA SATB2 SESTD1 SGK2 SLC23A2 SLC47A2 SLC9A2 SNCA SNX31 STXBP5 SV2C SYNPO2L TASOR TBX6 TEX35 TMEM178B TMEM258 TNIP1 TNKS TTN USP9X VWC2L WT1 ZFYVE28 ZNF676 MIR7843_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7843_5P ACVR2B ADAMTS4 AGO1 AIF1L AK3 ALKBH1 AMOT ANKFY1 ANKRA2 ARHGEF6 ATP2B4 BCL2L15 C17orf67 CDIN1 CDON CECR2 CERS3 CHAF1A CLIC5 COL16A1 COL5A3 DCX DENND11 DGKK DUSP13 ERG28 ETV4 FAM53A FAM78A FHL1 FNDC3B GABRA4 GOSR2 HNRNPR IKZF1 KBTBD2 KCNB1 KCND1 KCNIP1 KIAA0513 KIF21B KLHL14 LDLRAP1 LSM12 MAFG MAP3K11 MORN5 N4BP1 NEUROD4 NFYA NOS1 NOTCH2 NQO1 PARP6 PAX5 PIANP PPM1M PRMT6 PRR32 PUM2 RAB1B REG3G RGMB RHBDL1 RIMS2 RNF19B RTKN SATB1 SCML1 SH3GL2 SHOC1 SLC10A7 SLC37A1 SLC6A17 SMARCD1 SOX10 SRGAP2 SSR1 ST3GAL5 STAB2 STEAP2 STK35 SUSD6 TCEA2 TENT4A TLL2 TMEM201 TMEM217 TRIM26 TRIM35 TRIM4 TRIM46 TSPAN9 USP7 VPS39 WASF2 WDTC1 XYLT1 YTHDF3 ZNF862 MIR7844_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7844_5P ABHD13 ABHD2 ABHD5 ABRAXAS2 ADAMTS3 ADD3 ADNP AIG1 ALDH5A1 ASAP1 ASTN2 ATP6V1C1 ATP7A BBS5 C14orf28 C1GALT1 CAPZA2 CARF CATSPERB CCNE2 CDH2 CDK19 CDYL2 CELF2 CFAP69 CPEB3 CPOX CPSF6 CREBZF CRK CTSC CTTNBP2 CYB5R4 DAZ1 DAZ2 DAZ3 DAZ4 DBN1 DLL4 DOCK9 DPH6 EBF2 ELAVL4 ELK3 ELL ELOVL7 EMC1 EPHA4 EPN2 FAM199X FKBP14 FOXF2 FRMD4A FSD1L FXR1 GNG12 GOLGA6L9 GORASP2 HERPUD1 HIF1A HMGCR HNRNPF IFI30 JADE3 JARID2 KDM7A KLHL15 KLHL28 KLHL6 KMT5B LDLRAD4 LHX8 LPP LRCH2 LRP12 LSAMP MAML3 MAPK8 MARCHF8 MBL2 MEA1 MEIOC METAP1 MEX3C MIER3 NAA30 NAA50 NAIP NAV3 NDUFAF4 NFE2L2 ODC1 OGN OTUD3 OTULINL P2RY1 PDZRN4 PHF20L1 PHLDB2 PHYHIPL PLA2G4D PLCD3 POU4F2 PPP1R15B PPP4R2 PRKAR1A PRRC1 PRTG PTPN22 PTX3 RAB10 RAB2A RAB33B RAB6D RALYL REEP3 RIMKLB RNF170 RNF182 RPS6KA3 RPTN RTKN2 SCARA5 SDHAF3 SKIL SNAP25 SNAPIN SNX2 SORCS1 SPOCK3 ST3GAL6 STARD4 STMN2 STRN3 STX7 SYTL4 TCAIM TM2D2 TMEM9B TRIP12 UCHL5 UNC79 VIM WASHC4 XPO4 YWHAB ZBTB10 ZBTB39 ZC3H6 ZEB1 ZEB2 ZFHX4 ZIC5 ZMPSTE24 ZNF24 ZNF281 ZNF37A ZNF385D ZNF608 MIR7845_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7845_5P ACTR2 AIF1L ARHGEF3 BCL11A CCDC150 CEP350 CLPTM1 CPNE5 CRELD2 CSMD3 DDIT3 DDX6 DISC1 EPHA7 FAM241A FAM83D FBXL5 G3BP2 GABRB2 GALNT16 GASK1B GNG2 GOLGA7 GPX6 HUS1 INPP4A ITCH KCNK13 KIF18A KLK4 LCORL LRIG2 MEF2C NPRL3 PRDM16 PTGDR PURB RABL3 RASGEF1B SAR1A SDHA SIDT2 SOS1 SOX4 STPG1 SUPT3H SV2C TBC1D22B TNFAIP3 TRGC1 TTF1 TTR UBE3A USP8 VPS45 ZBTB4 ZFP28 ZNF365 MIR7847_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7847_3P ADAMTS9 AP1S1 ASB12 ATG7 ATP1B4 AXIN2 BMP3 CALN1 CHMP1B CLIC1 CLSTN2 CREB3L2 CYP3A4 DENND1A DZIP1L ELK1 ENPP6 EXPH5 FMOD GAREM2 GAS7 GFPT1 GLRX GRID2 GSPT1 KCMF1 KIF1A KLF8 KPNA3 LAMC1 LDB1 LHPP LYPD1 LYRM1 MAPKBP1 MLLT10 MYEF2 MYO16 NECAB2 NKAIN1 NLK NRP2 PDAP1 PDE6D PDGFB PDK2 PEA15 PHF21A PIGK PRICKLE2 PRKAR2A PSKH1 PXK RAB1A RANBP10 RHOBTB1 RPRD1A SEZ6 SH3BGRL2 SLC22A23 SLC25A21 SLC35C1 SLC39A8 SNN STAG2 SYK SYP TBKBP1 ZKSCAN3 ZNF221 ZNF529 ZNF784 MIR7848_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7848_3P ACOT13 ADRB2 ARID1B BBX BLZF1 CLCN4 EP300 FUT10 G6PC1 INHBC KRT23 MDGA2 MTHFD2L NRG4 NUCKS1 PDZD2 PELI2 PELO PXYLP1 RORA RYR2 SERTAD2 SYNCRIP TACO1 TGFBR3 TMEM181 VAPA ZNF503 MIR7849_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7849_3P ACTR3C ADAM23 ADRB2 AGBL4 AHDC1 AKAP1 ALCAM ANKRD12 ANKRD17 ANKRD42 ARID2 ARPP19 ASCL4 BMAL1 BNC2 BTBD7 CASKIN2 CCNC CENPU CPSF6 CUL2 CUL3 DCP1B DDX3X DMD EIF4A2 ELK3 FA2H FAM76B FBXO5 FLT1 FNDC3A FUT9 GABRB3 GALNT1 GCLM GPR19 GPR22 GRHL1 GRIA2 HCN1 HIPK3 HOMER1 IER5L IRX3 KBTBD2 KDM2B KIF3A KMT2C LHX9 LIN7C LRRTM3 MECOM METTL15 NDST3 NET1 NEUROD1 NEUROD4 NHSL1 NLGN1 NPAS2 NR4A2 OSGIN2 PARP8 PDHA1 PDLIM5 PKIA PLEKHF2 PNPLA4 POGZ POLR3GL PPP3CA PPP4R2 PRDM1 PTPN2 PUM1 RAB11FIP2 RAD51AP1 RBL2 RGS13 RIMKLB ROR1 RRAGB SANBR SCN3A SEMA5A SH3KBP1 SKIL SLBP SLC35A3 SLC44A1 SMOC1 SOCS6 SRSF1 STARD13 STC1 STEAP2 TAOK1 TBC1D23 TBC1D8 TET2 TGFBR1 TMEFF2 TMEM41A TPP2 TRIM33 UBE2D2 UBQLN2 VCPIP1 YES1 ZBTB41 ZC3H4 ZNF281 ZNF608 ZNF706 ZNF716 MIR7850_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7850_5P AAK1 ABAT ACSL1 ACSL5 ADAM22 ADAMTS13 AGO4 AMD1 ANKRD29 ANKRD45 ARID2 ARRDC3 ATP6V1C2 ATP8A1 BCAP29 BHLHE22 BMPR2 BNC2 CALHM5 CAV1 CBFA2T3 CCDC34 CCDC80 CCL16 CDKL3 CHFR CNDP2 CRACD CREB5 CYBRD1 CYSTM1 DAAM1 DAB2 DCP1B DCX DMRTC2 DNAJC1 DUSP19 EPHA5 ETF1 FGF12 FYB2 GABRG2 GATA6 GCLM GID4 GLI2 GLUD1 GPR55 GPT2 GUCY1A2 IGSF10 IKZF2 IQCH KCNK10 KLF9 LDAH LMTK2 MBD5 MGA MIER1 MSL3 MSRB2 MTMR3 NAPB NECTIN3 NFE2L3 NFIB NHLH2 NOTCH1 NSF OGA ORC5 PALMD PANK3 PDGFRA PHF20 PI4K2B PIGA PIK3CA PJA1 PPARGC1A PPP1R2 PRPF18 PUS3 RALGAPB RAP1B RCC2 RELN RGS6 RNF217 RORA RPL32 RPS6KB1 SACM1L SFR1 SIRT3 SLC25A27 SLC44A1 SMPD3 SORCS1 SPRY3 TBX3 TBXAS1 THSD7A TNK1 TNS1 TSR1 UBR3 UNC5B USP27X VIPAS39 VIRMA ZBTB21 ZBTB34 ZBTB41 ZCCHC2 ZHX1 ZIC5 ZNF503 ZNF577 ZNF678 MIR7851_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7851_3P ABL2 AK2 AP3S1 ATG5 BMP8A BOD1L2 BOK BRPF3 C14orf28 CACFD1 CAPZA1 CENPU CNPPD1 COX15 CYP1A1 CYTH3 E2F2 EDEM3 ELMOD1 FOXJ1 GFOD2 GPCPD1 HIP1 JADE2 LHX8 LUC7L MBD6 NCBP3 NFKBIZ OGT PHIP PPP1R1A PYM1 RARA RB1 RCCD1 RNF144A RTL6 SCN4B SERPINA9 SF3A3 SLC38A1 SLCO2B1 SMU1 SREK1 STX6 SV2C TCF4 TNFAIP2 TRIM47 TSPAN33 UGDH UGT3A1 WDR6 YPEL5 ZNF814 MIR7852_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7852_3P ARID4A ARL6IP6 ASH1L CAGE1 CALB1 CDYL CENPM CIITA CLEC12B CLXN COL15A1 CRTC1 ERICH1 ESR1 FAM47E-STBD1 FRMD5 FRMPD3 GABRA4 GCFC2 HERC1 HLCS ICOS IL33 IL6ST IPO7 JMJD1C KAT2B KDELR2 KLHL29 MAGEA10 MCTP1 MEDAG MIER1 MORC3 MRPL3 MSI2 MTERF3 NF1 NHS NR3C1 PARPBP PATZ1 PEG3 PRR27 PTCH2 RAB39B RAB40B RAB8B RAP1GDS1 RBIS RBM47 RNF114 RNF220 SANBR SCARA5 SLC5A8 SLITRK4 SOAT1 SOX6 SP4 SPDYE3 SREK1 SRP9 STBD1 STRIP2 TAB2 TASOR2 TCF12 TDRD6 TRIM23 ULK2 UTRN ZNF268 ZNF367 ZNF697 MIR7853_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7853_5P ABCA9 ABTB3 ACADSB ACER3 ACSL3 ADAT2 AFF2 AGO1 AMDHD1 AMOTL2 AP1S3 API5 ARHGEF7 ARPP19 ASAP2 ATAD2B ATP2C1 ATP8A1 BCL11B BICRAL BMP2K BMPR1A BRWD3 C17orf58 C18orf63 C2orf68 CAB39 CALM1 CARMIL1 CBL CCDC34 CD24 CD274 CD40LG CDC14A CDC5L CDH2 CDK12 CELF1 CHRNA9 CITED2 CLDN10 COPS8 COQ9 CP CRAMP1 CREB5 CRYL1 CRYZL1 CYP51A1 DCUN1D4 DCX DENND6A DET1 DGKH DMRTA1 DNAJB14 DUSP16 EIF4G2 ELK4 ENDOU EPHA4 EPHA5 F13A1 FASLG FAT1 FGFBP3 FIGN FLRT2 FMO1 FNIP2 FSD1L FUT9 GDNF GJA1 GNG12 GOLT1B GPCPD1 GPR12 GPR137C GRAMD2B HIPK3 HMMR HNRNPK INPP5F ITGA6 ITGB6 ITM2B KBTBD8 KCNJ13 KHDC4 KIAA0408 KIF1C KIF5B KRAS KRT1 L3MBTL3 LDLRAD3 LEPR LIMCH1 LMO7 LPIN1 MAGI1 MAP3K8 MDM4 MECP2 MED14 MGAT4B MICOS10 MIER3 MLLT3 MORF4L2 MRAP2 MSANTD4 MSI2 NABP1 NEDD4 NEK1 NKAIN2 NRXN1 NSL1 NUP50 ODC1 OGG1 OSTM1 PAN3 PARP14 PBX1 PCSK5 PDE4D PHEX PJA1 PLCL1 POMP POU4F1 PPFIA2 PPP1CB PPP3R1 PRDM1 PRKAB2 PRPF40A PTPN11 PTPN13 QDPR RAB2A RAMAC RAP2C RAPGEF2 RBMS3 RCBTB1 REST RHOBTB1 RNF170 RNF38 ROR1 RPP14 SCAPER SCN7A SDCBP SEL1L SELL SHISA9 SLC10A7 SLC12A2 SLC17A6 SLC44A1 SLC4A1AP SLC5A1 SLC7A11 SLF2 SLITRK5 SMNDC1 SPATA13 SPATS2L SPOCK1 SRGAP1 SSBP2 SSH2 ST13 ST8SIA3 STARD13 STT3B STXBP5 STXBP5L SUZ12 TAF2 TAF9B TBL1XR1 TEAD1 TEKT3 TES TEX2 TFCP2 TJP1 TM9SF2 TM9SF3 TMEM265 TMEM64 TMEM97 TRA2B TRAM1 TTC3 TULP4 UBE2D2 UBE2K UBE2V1 UGGT1 ULK2 USP15 USP37 VCL WAC WASHC4 WWP1 YTHDF3 ZEB1 ZIC3 ZNF24 ZNF302 ZNF33B ZNF532 ZNHIT6 MIR7854_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7854_3P ABCA10 ACTR1A ADAM28 ADGRF1 AKIRIN1 AKT3 AMOT ANKH ANKRD13A ANTXR1 AQP11 ARX ASB7 ATRNL1 BICD2 BLTP3A CAT CCNYL1 CDHR3 CFL2 CMTM4 COL4A6 COMMD10 CPA4 DAB1 DHRS4 DHRS4L1 DHRS4L2 DLGAP5 DNM3 ECHDC2 ENPP1 ERFE EVA1A EXOC6 EXT1 FADS1 FAM171A1 FAM222B FOXP3 GARRE1 GATAD2A GEMIN5 GPC1 GTF2H1 GXYLT1 HDAC3 HIRIP3 HMMR HSPA5 HTR3A IGDCC4 INO80D INSIG1 INVS ITGA8 KATNAL1 KIAA1671 KLF13 KLHL31 KSR2 LTBP2 MAPK14 MGAT2 NAMPT NFAT5 NLRP8 NXT2 OVOL1 PDE4D PDS5B PKHD1L1 PLAGL2 PLD5 POT1 PRKAA2 RAB14 RBM7 RHNO1 RHOH RIMS4 SAP30BP SDK2 SEMA4F SFTA3 SLC25A16 SLC38A2 SLC41A1 SLMAP SNX20 STK32C STK40 STXBP5L THRAP3 TMEM198 TMEM253 TNRC6B UHMK1 UNC5D XCL1 ZC3H11A ZNF223 ZNF225 ZNF460 ZNF473 ZNF618 ZSCAN22 MIR7855_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7855_5P ADAM28 ADAMTSL1 ANKRD50 APPBP2 ATG10 ATG13 BDH2 BNC2 BPY2 BPY2B BPY2C C17orf97 CBLB CENPBD1P DPP3 EEF1AKMT3 EIF5A2 EPHB1 FAM81A FCGR1BP FGB FURIN G2E3 GOLGA2 GOLPH3 GPLD1 GSK3B HDAC2 HOMER1 IMP4 INA ITGBL1 KCNH1 KLHL14 LGR5 LIN7A LPP LRBA LRFN3 MED6 MIER1 MYPN NANOGNB NAV1 PAK3 PCDH19 PCGF6 PDE4D PHACTR2 PLA2G4A PPP2R5D PRH2 PRIM2 PTGFRN RBM43 RGS6 RORB RPL10 SCLT1 SIGMAR1 SLC35F2 SLC5A9 SMOC2 SNIP1 SPATA3 SPRR2D STC1 SYNJ2 TECPR2 TMEM178B TMEM213 TMSB15A TNRC6B TRABD2A TRAT1 TSC22D1 TTC30A USP31 VPS39 VPS50 YTHDF3 ZNF316 ZNF750 ZSWIM5 MIR7856_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7856_5P A1CF AAGAB ABCE1 ABL2 ACP1 ACVR2A ADGRL3 AIDA AK4 AKR1E2 ALCAM ANKRD13A ARFGEF2 ARHGAP12 ARHGAP18 ARL8B ARMS2 ARPP19 ATP11A ATP13A3 AVL9 B3GALNT2 BACE1 BAG4 BBIP1 BIRC3 BMPR2 BROX BRWD3 BZW1 C14orf132 C18orf25 CAB39 CAMK4 CAMTA1 CASP10 CCDC88A CCNE2 CCNJ CCT8 CDC14A CDC73 CDH26 CDH8 CDV3 CELF4 CFL2 CHD6 CLOCK CLUL1 CNKSR2 CNTN1 CNTNAP2 COBLL1 COL5A2 COPS2 CPE CPEB1 CPSF6 CREBZF CTDSPL2 CTNNB1 DAAM1 DACH1 DARS1 DCDC1 DCUN1D4 DCUN1D5 DDX31 DEFB127 DGKH DHX40 DICER1 DIXDC1 DMKN DMXL1 DNAH6 DNAJC25 DNMBP DOCK7 DPY19L3 DRD1 DRD5 DZIP1 E2F3 EIF2S1 EIF5A2 ELAPOR2 ELL2 ENOSF1 EPHA3 EPHA7 ERBB3 EREG ERP29 ETFRF1 ETV1 EYA4 F5 FAM120A FAM120B FAM172A FBP1 FBXO22 FBXO25 FBXO45 FGF12 FIBIN FLRT3 FNDC3A FOXO1 FSD1L FTMT FXR1 FZD3 GABARAPL1 GABRA4 GALNT3 GASK1B GBP3 GCNT1 GEMIN8 GET1 GIPC2 GLCE GLRB GLT8D2 GNPNAT1 GPR22 GPR37 GPSM2 GRIP1 GSS GTF2I GUCY1A1 GUCY1A2 GXYLT1 HDX HECTD1 HEMGN HIPK3 HIVEP1 HMGA2 HMGXB4 HOOK1 ICE1 IDE IFT57 ING3 INO80D IPCEF1 IRS1 IRS2 IRX6 ITGB8 ITM2B ITPR3 JPT1 KAT6A KCNT2 KCTD7 KIAA0408 KIF16B KLB KLF13 KLHL14 KLHL23 KLHL28 KLHL31 KRAS LAMA4 LGALSL LIMS1 LMBR1 LPAR4 LRAT LRIF1 LRP6 LRRC19 LRRC58 LRRC7 LSMEM2 MAB21L1 MAP3K2 MAP4K4 MAPK14 MASP2 MBOAT2 MBTPS2 MCCC2 MCTP1 MCTS1 MDGA2 MEAF6 METTL8 MFAP3L MGAT4A MICAL3 MIGA1 MINDY2 MKLN1 MKNK2 MOB1B MORC1 MOSPD2 MRE11 MRPL17 MTERF3 MYMX NANP NAV3 NCOA7 NEGR1 NEXN NFIB NHLH2 NMI NRSN1 NRXN3 NTRK2 NUFIP2 OARD1 OGT OSBPL6 PAIP1 PANK3 PAQR3 PAQR5 PCDH11Y PCNX1 PCSK6 PDCD10 PDGFRA PEX12 PHACTR2 PHF12 PIK3C2A PLAA PNISR PON2 POU3F2 PPARGC1B PPCS PPP1CB PPP1R3A PPP1R9A PPP3CB PPP4R3B PRKAA2 PRRG1 PRRT2 PSEN2 PTCHD1 PTGDR PTH PTPN13 PTPN4 PURG QSER1 RAB11FIP1 RAB30 RAB3IP RAB40B RAD23B RAP2A RAP2B RAP2C RAPGEF6 RASGRP1 RBAK RBMY1A1 RBMY1D RBMY1E RBMY1F RBPJ RC3H1 RCOR3 REV1 REV3L RGCC RGS9 RICTOR RIF1 RMI1 RNASE4 RNF2 RNF216 RNF217 ROBO1 ROBO2 RRAGD RRM2B RTKN2 RWDD2B RYR3 SANBR SCAI SCN1A SCN9A SEH1L SERF2 SGCD SH3RF1 SHROOM3 SIRT1 SLC10A7 SLC12A2 SLC1A4 SLC41A1 SLC46A3 SLC4A4 SLC4A7 SLC50A1 SLFN13 SMAD5 SMIM10 SNX13 SNX18 SOX9 SP3 SPIN1 SPOPL SPRED1 SREK1 SRI SRPK2 SRPX SRSF1 SRSF2 SRSF8 SSR1 STARD5 SULT1C4 SUZ12 TBX3 TCEANC TERF2IP TEX12 TFEC TGFBR3 THAP2 THOC2 THRB TIMMDC1 TIPRL TLCD4 TMEM108 TMEM237 TMEM260 TMTC3 TMTC4 TMX4 TNRC6B TRABD TRAF6 TRAPPC2 TRIM14 TRIM2 TRIM33 TRIM9 TRIT1 TRPM1 TSHR TTC21B TTC22 TTLL7 TVP23A TWF1 TYMSOS UBE2A UBFD1 UBLCP1 UNC50 USP10 USP38 VAX1 VCPIP1 VDAC3 VGLL4 VMA21 VPS13C VPS53 WASL WDR26 WDR47 WTAP XIAP XRN1 YAE1 YOD1 ZBTB41 ZBTB43 ZBTB6 ZBTB7A ZCCHC14 ZCRB1 ZDHHC2 ZDHHC21 ZFHX3 ZNF320 ZNF414 ZNF468 ZNF507 ZNF546 ZNF568 ZNF705D ZRANB1 ZYG11B MIR7973 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7973 ACAD11 ATP9A BTLA DNAJC5G FAM168A FAM170B FCGBP FMNL3 GLE1 HIPK3 HSD11B1 HSP90B1 IRAK4 JADE2 KPNA3 MACROD2 MAPRE2 MMP24 MTMR4 NATD1 NPSR1 NSD2 ODC1 OSR1 PDS5B PLA2R1 PPP1R3B PXDN QPRT RASL10A RP9 SH3TC2 SMIM15 SP5 TCP1 TFCP2L1 TLR7 TMEM117 TSPYL6 TTC3 UCN2 YWHAQ ZC3H12B ZFYVE26 ZNF488 ZNF852 MIR7974 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7974 AKAP10 ARFIP2 ASF1B ATF7 ATP1B4 BAIAP2L1 BSN CARHSP1 CDH18 CGNL1 CLEC1A CLSPN CNTN2 CPLX1 CRACDL CREB3L3 DDAH1 DTNA EFCAB11 EHMT1 EVC FOXP3 GATAD2B GNAO1 GPSM1 GRIN2B GRIN3A HEYL JADE2 KCNIP3 KCTD18 KIF2A LAMC1 MAP7D1 MEA1 MOGAT2 MSI2 NDST1 NPTX1 NRN1 OGT P2RX2 PACRGL PAX8 PCTP PFDN1 PLPP6 PPIE PPP1R26 PTPRF PTPRJ PTPRT RABL3 RALBP1 RHOF RNLS RRAS2 SEPTIN10 SESTD1 SLC22A23 SLC35C2 SLC35E2A SLC35E2B SLC6A15 SMPD1 SPRN STXBP3 SULT4A1 SYT15 TEDDM1 TFAM THUMPD1 TM4SF18 TMEM132E TMEM260 TPCN1 TRARG1 TRIM66 TTC28 TUBGCP4 UBE4B UBXN2B USP31 USP54 VPS53 YWHAB YWHAG ZNF747 ZSWIM6 ZZZ3 MIR7975 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7975 ABCG1 ACVR1 ANKRD42 APEX1 ASXL2 ATG10 ATP2C1 ATP6V1A BAG5 C1orf74 CARNMT1 CCNE2 CERT1 DNAJC16 DYNLL2 GINS3 HAPSTR1 INTS6 LAMC1 MACIR MAPK9 MPP2 NCAM1 OAZ3 PCDH19 PDE5A PPIL4 PPM1M PRKACB PRR16 PSENEN PTN R3HDM1 SHANK2 SLC35F1 SMG1 SPOPL STRN3 STX2 TMEM183A TSR1 UBR3 VPS53 MIR7976 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7976 ACHE ACTRT3 AKAP10 ARHGAP12 ARID1B ARID3B ARMC1 ATXN1 C10orf105 C9orf163 CD81 CDHR1 CDK2 COL12A1 CORO1C CPLX2 CRCP CRTC1 CYB561D1 DCUN1D3 DDN DNMT3B DOCK3 DTNB DYNLT3 EIF4EBP1 ESR1 FAM53C FHIP2A FMR1 FRAT1 FZD4 GFAP GLI3 GLYCTK HAPLN1 HIF1AN HOMER2 HSPB7 HTR2C IBA57 IKBKB ITSN2 JOSD1 KBTBD13 KCNK9 KDM7A KHDRBS1 KRT15 LEP LPAR5 MBLAC2 MSRB3 NSD1 NSMF NUFIP2 NUP58 NUP98 OSTM1 OTX2 PAK2 PARP14 PCDHGA12 PDE1B PHLDB2 PIEZO2 PIP4P1 PLEKHH1 PPIF PRDM1 PRDM2 PSD3 PTPN12 RASAL2 RFTN1 RIPOR1 RNF121 RNF213 RNF44 RUNX1T1 SATB2 SH3TC2 SIN3A SKIDA1 SLC12A5 SLC17A7 SLC25A11 SLC9A6 SNX24 SUV39H1 THRB TIAM1 TIMM22 TIPARP UBTD1 USP46 WAPL XKR7 ZNF518A ZNF618 ZNF655 MIR7977 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7977 ABL2 ACACB ACBD3 ACBD4 ADCYAP1R1 ADRA1D ANGEL1 APOBEC3F APOL6 ARHGEF37 ARMH3 ATG9A ATP2B2 ATXN1L BNIPL BRSK2 BSDC1 BST1 C12orf4 C15orf40 C2 C3orf14 C3orf70 CADM1 CASQ2 CASTOR2 CCDC110 CD2AP CD80 CEP170B CHCHD4 CLASP1 CLCN4 CLINT1 CLMN CMKLR1 CPXM2 CRP CRY2 CSNK1D CSRNP3 CTPS1 DAP DCAF17 DCLK1 DENND6A DNAJB12 DNAJC30 DPY19L1 EFCAB14 ELAPOR1 ENTPD7 EPHB2 FAM20B FAM234B FIGN FOXK1 GLS GNG2 GNGT2 GOLGA2 GRAMD1B GUCY1A2 HEPN1 HMGA2 HNF4A HP1BP3 IFNLR1 IFT140 IGDCC4 IGF2BP1 IKZF3 IL6R ING5 IQCG IRAG2 IRAK1BP1 IRGQ ISL2 JADE1 JPH1 KCNC4 KCNE4 KCNH8 KDR KIAA0930 KIF3C KIT KLHL6 KLK3 LATS1 LEPROT LMAN2L LRRC51 LTBP2 MAP2 MAP3K13 MAPKAPK3 MAVS MCOLN3 MDM2 MICAL2 MICOS10 MPRIP MPZL2 MRPS12 MTHFR MTMR14 MTPAP NBPF12 NCAPG2 NDST1 NFIB NRP1 NSUN2 NT5DC3 OLA1 OPRK1 ORAI2 PANK2 PARPBP PCBP1 PCP4L1 PEX5 PHF1 PLA2G6 PLAG1 PLCXD1 PLEKHG4B PLEKHH1 PLEKHH2 PLXNA2 PLXND1 POU2AF1 POU2F3 PPP1R16B PPP4R2 PROX1 PRR13 PRR5L PSD3 PTGFR PTPN12 PTPRO RAB5C RABGAP1L RAD51D RASSF2 RFFL RFX2 RNF135 RTF2 RUNDC3B RUNX1T1 RXRA S100A14 SAA2 SAXO2 SDC2 SDCBP SDF2 SEC22C SELENOK SEMA4C SENP5 SFMBT2 SGTB SH3BP5 SH3TC2 SKA2 SLC2A10 SLC35E2A SLC38A3 SLC44A1 SLC48A1 SMIM12 SMUG1 SOGA1 SOX3 SP1 SP4 SRFBP1 ST3GAL1 STK4 STRADB SUSD6 SYT11 TFDP2 TMEM169 TOM1L2 TOX4 TSPAN5 TTC4 TUB TXLNA TYRP1 UBE2R2 UNC45A UTP15 VAMP3 VASN VPS26B VWA5B2 WDR33 WDR55 WNT9B XYLT1 ZBTB3 ZDHHC11 ZDHHC18 ZFP2 ZFYVE21 ZFYVE27 ZMYND8 ZNF467 ZNF490 ZNF546 ZNF554 ZNF557 ZNF568 ZNF582 ZNF587 ZNF703 ZNF805 ZSCAN18 MIR7978 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7978 ADCY1 ANKRD28 ARHGAP32 ATP11C BAZ2B BNC2 CLIP1 CPSF4 CYCS DACH1 DERL2 DNAI4 EFNA5 ELAVL4 EPYC FCER1G FEM1C GGCX GPR88 GSE1 GTPBP1 HDHD5 HSD3B2 IFNA21 JMJD1C JOSD1 KPNA4 LHFPL3 LOXL4 MAFA MBOAT2 MTUS2 NBEA NFATC2 NPPC NTF3 PABIR3 PAPPA PASK PCDHB13 PCGF5 PDE7B PDS5B PHF21A PIPOX PROCR RAD23B RDH8 RMND5A RNF220 RPL36A-HNRNPH2 SEPTIN8 SGCZ SLC25A40 SLC35F1 SLCO1A2 SMG1 SOBP SOX6 STAT1 SWAP70 TAPT1 TMEM101 TMEM59 USH1C ZFAND5 ZFP1 ZFP90 ZNF135 ZNF195 ZNF215 ZNF268 ZNF318 ZNF419 ZNF512 ZNF516 ZNF584 ZNF589 ZNF594 ZNF704 ZNF711 ZNF75A ZNF773 ZNF780B ZSCAN22 MIR7_1_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7_1_3P ABCB1 ABHD13 ACTA1 ACTR10 ACTR2 ACTR8 ACYP2 ADA2 ADNP2 AEBP2 AFF4 AGFG1 AGMO AHR AKAP6 ALCAM ALDH1L2 AMMECR1 ANGPTL3 ANK3 ANKRD13C ANKRD46 ANTXR2 APC AQP4 AQR ARHGAP12 ARHGAP42 ARHGAP44 ARHGAP5 ARHGEF12 ARHGEF7 ARMCX1 ART3 ASB5 ASB7 ASB9 ASF1A ASTN1 ATAD1 ATL2 ATP1A2 ATP8A1 ATRX ATXN7 AZIN1 BAZ1A BCAP29 BCCIP BCL11A BCL2L1 BCLAF1 BDNF BEND4 BHLHE22 BICRAL BLTP3B BMPR1B BNIP2 BRWD3 BTBD10 BTF3L4 BTN3A1 BTN3A2 BZW1 C10orf88 C12orf29 C12orf56 C18orf63 C2orf69 C5orf24 C5orf47 CAB39 CACNA1C CACNB4 CADM2 CALCR CAMSAP2 CAMTA2 CAPRIN1 CASK CASP8AP2 CBLL1 CBLN4 CBX5 CC2D2B CCDC126 CCDC50 CCDC88A CCNG2 CCNT2 CCNY CCSER1 CCSER2 CD2AP CDC23 CDC27 CDC42SE2 CDC73 CDH10 CDH19 CDH20 CDH8 CDK1 CDK14 CDKN2B CEP170 CEP350 CFAP206 CFAP65 CFHR2 CHM CHN2 CHRNA6 CIAO2A CLASP1 CLCA4 CLDN11 CMPK1 CNMD CNOT6 CNOT7 CNR1 CNTLN COL19A1 COL4A1 COPB1 COPS7B CPE CPEB2 CPEB4 CRABP2 CREBBP CSRNP1 CTBP2 CTDSPL2 CTLA4 CTNND2 CXADR CXCL2 CYP26B1 CYTH1 DACT1 DBI DCAF12L1 DCAF13 DCAF7 DCUN1D3 DCUN1D5 DDX6 DEK DENND1B DICER1 DIP2C DLG2 DLX2 DMRT1 DMXL2 DNAH14 DOK5 DPY19L3 DPYSL2 EBF2 EDEM3 EDIL3 EEA1 EEF1E1 EGLN1 EID1 EIF3A EIF4E EIF5A2 ELF1 ELL2 ELOC EML5 ENDOV ENO2 EPB41L3 EPHA5 EPS15 ERI1 ESM1 ETNK1 EXD1 EXOC5 EXOC6 FAM13C FAM169A FAM184A FAM91A1 FAN1 FAT4 FAXC FBXL17 FBXL3 FBXO28 FBXO30 FBXO45 FBXO9 FER FGF14 FGF2 FGF7 FGFR1OP2 FGL2 FMN1 FN1 FNIP1 FOXN2 FPR3 FRMD3 FRMD4B FSD1L FSTL1 FXR1 FYB1 FZD8 G3BP1 GAB1 GABPB1 GABRA4 GDF6 GGPS1 GJA1 GLCE GMEB1 GMFB GNB4 GOLGA6L9 GOLGA7 GOPC GPATCH2 GPC4 GPM6A GPR137B GPR158 GPR17 GPR180 GPR19 GPR22 GRIA1 GRIA3 GRK2 GTF2A1 GTF2H3 GUCY1A2 GULP1 HAPLN1 HCFC2 HCN1 HDAC2 HDAC9 HERC2 HINT3 HIVEP2 HMGCLL1 HNRNPA3 HNRNPR HOOK3 HOXA5 HP1BP3 HSD11B1 HSP90AA1 HSPA5 HTATSF1 HTR2C HYCC1 IDH1 IFT57 IL13RA1 IL1RAP IMMP2L IMPACT INO80D IPMK IREB2 ITGA4 ITGB1 ITGB6 ITIH6 ITPR2 JADE1 KALRN KCNC2 KCNH5 KCNK2 KCTD9 KDM4A KDM4C KHDRBS2 KHDRBS3 KIAA0232 KIF13A KIF5C KLF12 KLF3 KLF8 KLHL15 KLHL24 KSR2 LARP4 LCLAT1 LMAN1 LRBA LRP12 LRP1B LRRC58 LRRCC1 LRRFIP1 MACROD2 MAGT1 MANEA MAP3K2 MAP3K5 MAP7 MAPK1IP1L MAPK9 MAST4 MAT1A MB21D2 MBLAC2 MBNL2 MBNL3 MCC MCEE MCOLN2 MCU MECOM MED12 MED6 MEF2D MFAP4 MGAT4A MIB1 MIER3 MINDY2 MIPOL1 MLF1 MORF4L2 MPC1 MPHOSPH9 MPL MSL3 MSX1 MTDH MTSS1 MUC13 MVB12B MYCN MYEF2 MYNN MYSM1 N4BP2L1 NAA15 NANP NAP1L1 NAP1L2 NCAPG2 NEK7 NELL2 NETO1 NETO2 NEUROD6 NFATC1 NFE2L2 NHSL1 NIPBL NKAIN2 NMT2 NOD1 NOVA1 NPAS3 NRXN1 NRXN3 NTN4 NUCKS1 NUDT5 NUFIP2 NUP58 NUTF2 NXPH2 OLA1 ONECUT2 OPCML OR2L13 OSBPL8 OTUD6B OXNAD1 PABPC5 PAIP2 PAX3 PCDH11X PCDH18 PCDH9 PDCD1LG2 PDE3B PDE4D PDE5A PDGFA PDLIM5 PDS5B PEAK1 PELI1 PER3 PEX3 PFDN4 PGAP1 PHC3 PHF19 PHF20L1 PHLPP1 PIAS2 PICALM PIGM PIK3CB PIWIL1 PJA2 PLD5 PLEKHG4 PLPPR4 PLXNA4 PMS1 PNLIPRP3 PNRC1 POLDIP3 POLR3A POLR3G POU3F1 PPARGC1A PPFIA2 PPHLN1 PPP1R9A PPP2R5E PPP3CA PPP3R1 PPP4R3A PRELID3B PRICKLE1 PRICKLE2 PRKAR1A PRKG1 PRR23B PRTG PSD3 PSMA5 PTAR1 PTCD2 PTGFRN PTGS2 PTP4A1 PTPDC1 PTPN4 PTPRA PTPRF RAB10 RAB18 RAB2A RAB3C RAB3IP RALGPS2 RAPGEF6 RBM12 RBM46 RBM7 RBMS3 RC3H1 RCSD1 REEP1 REEP3 RFX7 RIF1 RIMBP2 RIMKLB RMI1 RNF111 RNF138 RNF139 RNF19A ROBO2 RORB RPE RPGRIP1L RPS6KA3 RRM2 RSPO3 RWDD3 SANBR SATB1 SATB2 SCAF8 SCEL SCG2 SCYL3 SDC2 SEC14L1 SEC23IP SEC24A SEL1L SENP6 SENP7 SESN3 SETD2 SF3B1 SGCE SH3BGRL2 SIAH1 SKAP2 SKIL SLAIN1 SLC10A7 SLC12A2 SLC12A5 SLC13A1 SLC17A6 SLC19A2 SLC25A16 SLC25A24 SLC30A5 SLC35A3 SLC39A8 SLC4A7 SLC5A7 SLC6A2 SLC7A14 SLC7A7 SLC9C1 SLITRK4 SMARCA2 SMIM14 SMNDC1 SNCA SNTG1 SOS1 SPCS2 SPIN1 SPIN4 SPP1 SPTSSA SREK1IP1 SRSF11 SSBP3 STAM2 STAU2 STEEP1 STX16 STXBP5 SYNPO2 SYT14 TAFA2 TAFA4 TAL1 TAOK1 TASP1 TBC1D12 TBC1D32 TEAD3 TENT4B TENT5A TFAP4 TGFBR3 THAP2 THBS2 THEMIS THRAP3 THSD7A TIMM21 TM9SF2 TM9SF3 TMED2 TMEFF2 TMEM132C TMEM170B TMEM181 TMEM220 TMEM245 TMEM30B TMEM33 TMEM41B TMEM47 TMEM64 TMEM65 TMOD2 TMPRSS11A TMX3 TMX4 TOPORS TOR1A TOR1AIP1 TOR1AIP2 TP53INP1 TPD52L1 TRAF6 TRAF7 TRIM2 TRIM32 TRPC1 TRPM6 TRPV3 TTC27 TTC30B TTYH3 TXLNB TXNRD1 U2SURP UBE2E1 UBE2V2 UFM1 UHMK1 UNC5C UPRT USF3 USP14 USP34 USP37 USP51 VEGFA VGLL3 VGLL4 VPS26A VPS41 WDFY3 WDR48 WDR76 WFS1 WIPF1 YOD1 YTHDF3 ZBTB10 ZBTB20 ZC3HAV1L ZCRB1 ZFHX3 ZFHX4 ZFP42 ZFR ZFX ZFYVE16 ZIC4 ZMYM2 ZMYM5 ZMYND11 ZNF23 ZNF264 ZNF273 ZNF280B ZNF518A ZNF519 ZNF544 ZNF626 ZNF638 ZNF780B ZNF823 ZNHIT6 MIR7_2_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7_2_3P ABCB1 ABHD13 ACTA1 ACTR10 ACTR2 ACTR8 ACYP2 ADA2 ADNP2 AEBP2 AFF4 AGFG1 AGMO AHR AKAP6 ALCAM ALDH1L2 AMMECR1 ANGPTL3 ANK3 ANKRD13C ANKRD46 ANTXR2 APC AQP4 AQR ARHGAP12 ARHGAP42 ARHGAP44 ARHGAP5 ARHGEF12 ARHGEF7 ARMCX1 ART3 ASB5 ASB7 ASB9 ASF1A ASTN1 ATAD1 ATL2 ATP1A2 ATP8A1 ATRX ATXN7 AZIN1 BAZ1A BCAP29 BCCIP BCL11A BCL2L1 BCLAF1 BDNF BEND4 BHLHE22 BICRAL BLTP3B BMPR1B BNIP2 BRWD3 BTBD10 BTF3L4 BTN3A1 BTN3A2 BZW1 C10orf88 C12orf29 C12orf56 C18orf63 C2orf69 C5orf24 C5orf47 CAB39 CACNA1C CACNB4 CADM2 CALCR CAMSAP2 CAMTA2 CAPRIN1 CASK CASP8AP2 CBLL1 CBLN4 CBX5 CC2D2B CCDC126 CCDC50 CCDC88A CCNG2 CCNT2 CCNY CCSER1 CCSER2 CD2AP CDC23 CDC27 CDC42SE2 CDC73 CDH10 CDH19 CDH20 CDH8 CDK1 CDK14 CDKN2B CEP170 CEP350 CFAP206 CFAP65 CFHR2 CHM CHN2 CHRNA6 CIAO2A CLASP1 CLCA4 CLDN11 CMPK1 CNMD CNOT6 CNOT7 CNR1 CNTLN COL19A1 COL4A1 COPB1 COPS7B CPE CPEB2 CPEB4 CRABP2 CREBBP CSRNP1 CTBP2 CTDSPL2 CTLA4 CTNND2 CXADR CXCL2 CYP26B1 CYTH1 DACT1 DBI DCAF12L1 DCAF13 DCAF7 DCUN1D3 DCUN1D5 DDX6 DEK DENND1B DICER1 DIP2C DLX2 DMRT1 DMXL2 DNAH14 DOK5 DPY19L3 DPYSL2 EBF2 EDEM3 EDIL3 EEA1 EEF1E1 EGLN1 EID1 EIF3A EIF4E EIF5A2 ELF1 ELL2 ELOC EML5 ENDOV ENO2 EPB41L3 EPHA5 EPS15 ERI1 ESM1 ETNK1 EXD1 EXOC5 EXOC6 FAM13C FAM169A FAM184A FAM91A1 FAN1 FAT4 FAXC FBXL17 FBXL3 FBXO28 FBXO30 FBXO45 FBXO9 FER FGF14 FGF2 FGF7 FGFR1OP2 FGL2 FMN1 FN1 FNIP1 FOXN2 FPR3 FRMD3 FRMD4B FSD1L FSTL1 FXR1 FYB1 FZD8 G3BP1 GAB1 GABPB1 GABRA4 GDF6 GGPS1 GJA1 GLCE GMEB1 GMFB GNB4 GOLGA6L9 GOLGA7 GOPC GPATCH2 GPC4 GPM6A GPR137B GPR158 GPR17 GPR180 GPR19 GPR22 GRIA1 GRIA3 GRK2 GTF2A1 GTF2H3 GUCY1A2 GULP1 HAPLN1 HCFC2 HCN1 HDAC2 HDAC9 HERC2 HINT3 HIVEP2 HMGCLL1 HNRNPA3 HNRNPR HOOK3 HOXA5 HP1BP3 HSD11B1 HSP90AA1 HSPA5 HTATSF1 HTR2C HYCC1 IDH1 IFT57 IL13RA1 IL1RAP IMMP2L IMPACT INO80D IPMK IREB2 ITGA4 ITGB1 ITGB6 ITIH6 ITPR2 JADE1 KALRN KCNC2 KCNH5 KCNK2 KCTD9 KDM4A KDM4C KHDRBS2 KHDRBS3 KIAA0232 KIF13A KIF5C KLF12 KLF3 KLF8 KLHL15 KLHL24 KSR2 LARP4 LCLAT1 LMAN1 LRBA LRP12 LRP1B LRRC58 LRRCC1 LRRFIP1 MACROD2 MAGT1 MANEA MAP3K2 MAP3K5 MAP7 MAPK1IP1L MAPK9 MAST4 MAT1A MB21D2 MBLAC2 MBNL2 MBNL3 MCC MCEE MCOLN2 MCU MECOM MED12 MED6 MEF2D MFAP4 MGAT4A MIB1 MIER3 MINDY2 MIPOL1 MLF1 MORF4L2 MPC1 MPHOSPH9 MPL MSL3 MSX1 MTDH MTSS1 MUC13 MVB12B MYCN MYEF2 MYNN MYSM1 N4BP2L1 NAA15 NANP NAP1L1 NAP1L2 NCAPG2 NEK7 NELL2 NETO1 NETO2 NEUROD6 NFATC1 NFE2L2 NHSL1 NIPBL NKAIN2 NMT2 NOD1 NOVA1 NPAS3 NRXN1 NTN4 NUCKS1 NUDT5 NUFIP2 NUP58 NXPH2 OLA1 ONECUT2 OPCML OR2L13 OSBPL8 OTUD6B OXNAD1 PABPC5 PAIP2 PAX3 PCDH11X PCDH18 PCDH9 PDCD1LG2 PDE3B PDE4D PDE5A PDGFA PDLIM5 PDS5B PEAK1 PELI1 PER3 PEX3 PFDN4 PGAP1 PHC3 PHF19 PHF20L1 PHLPP1 PIAS2 PICALM PIGM PIK3CB PIWIL1 PJA2 PLD5 PLEKHG4 PLPPR4 PLXNA4 PMS1 PNLIPRP3 PNRC1 POLDIP3 POLR3A POLR3G POU3F1 PPARGC1A PPFIA2 PPHLN1 PPP1R9A PPP2R5E PPP3CA PPP3R1 PPP4R3A PRELID3B PRICKLE1 PRICKLE2 PRKAR1A PRKG1 PRR23B PRTG PSD3 PSMA5 PTAR1 PTCD2 PTGFRN PTGS2 PTP4A1 PTPDC1 PTPN4 PTPRA PTPRF RAB10 RAB18 RAB2A RAB3C RAB3IP RALGPS2 RAPGEF6 RBM12 RBM46 RBM7 RBMS3 RC3H1 RCSD1 REEP1 REEP3 RFX7 RIF1 RIMBP2 RIMKLB RMI1 RNF111 RNF138 RNF139 RNF19A ROBO2 RORB RPE RPGRIP1L RPS6KA3 RRM2 RSPO3 RWDD3 SANBR SATB1 SATB2 SCAF8 SCEL SCG2 SCYL3 SDC2 SEC14L1 SEC23IP SEC24A SEL1L SENP6 SENP7 SESN3 SETD2 SF3B1 SGCE SH3BGRL2 SIAH1 SKAP2 SKIL SLAIN1 SLC10A7 SLC12A2 SLC12A5 SLC13A1 SLC17A6 SLC19A2 SLC25A16 SLC25A24 SLC30A5 SLC35A3 SLC39A8 SLC4A7 SLC5A7 SLC6A2 SLC7A14 SLC7A7 SLC9C1 SLITRK4 SMARCA2 SMIM14 SMNDC1 SNCA SNTG1 SOS1 SPCS2 SPIN1 SPIN4 SPP1 SPTSSA SREK1IP1 SRSF11 SSBP3 STAM2 STAU2 STEEP1 STX16 STXBP5 SYNPO2 SYT14 TAFA2 TAFA4 TAL1 TAOK1 TASP1 TBC1D12 TBC1D32 TEAD3 TENT4B TENT5A TFAP4 TGFBR3 THAP2 THBS2 THEMIS THRAP3 THSD7A TIMM21 TM9SF2 TM9SF3 TMED2 TMEFF2 TMEM132C TMEM170B TMEM181 TMEM220 TMEM245 TMEM30B TMEM33 TMEM41B TMEM47 TMEM64 TMEM65 TMOD2 TMPRSS11A TMX3 TMX4 TNPO1 TOPORS TOR1A TOR1AIP1 TOR1AIP2 TP53INP1 TPD52L1 TRAF6 TRAF7 TRIM2 TRIM32 TRPC1 TRPM6 TRPV3 TTC27 TTC30B TTYH3 TXLNB TXNRD1 U2SURP UBE2E1 UBE2V2 UFM1 UHMK1 UNC5C UPRT USF3 USP14 USP34 USP37 USP51 VEGFA VGLL3 VGLL4 VPS26A VPS41 WDFY3 WDR48 WDR76 WFS1 WIPF1 YOD1 YTHDF3 ZBTB10 ZBTB20 ZC3HAV1L ZCRB1 ZFHX3 ZFHX4 ZFP42 ZFR ZFX ZFYVE16 ZIC4 ZMYM2 ZMYM5 ZMYND11 ZNF23 ZNF264 ZNF273 ZNF280B ZNF518A ZNF519 ZNF544 ZNF626 ZNF638 ZNF780B ZNF823 ZNHIT6 MIR7_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR7_5P ABCA13 ACSL4 ADAM11 ADCY9 ADGRL2 AK3 AMOT ANKFY1 ANKRD36B ANKRD36C ANO3 APOA2 ARF4 ARID2 ARID4A ARL8B ASXL1 ATF7 ATG4C ATP2B2 ATXN1 B3GLCT BCCIP BICDL2 BLOC1S4 C1orf226 C5orf22 CA10 CACNB4 CACNG7 CADM3 CALHM4 CALM3 CCDC186 CCDC43 CCDC66 CCL16 CDKN2AIP CGGBP1 CHAMP1 CHD3 CHSY3 CKAP4 CLASP2 CLEC4M CNN3 CNNM4 CNPPD1 COLEC12 COMMD7 CPTP CTSB CTSK CYLC1 CYTH3 DACH1 DAZAP2 DCK DCSTAMP DDIT4 DDX31 DIRAS1 DNAH14 DOCK5 DPYSL2 DPYSL3 DSEL DSG1 DTYMK EGFR EGLN3 EIF4EBP2 EOLA1 EPHA3 ERI2 EXOSC2 FAM131B FAM168A FAM168B FBXL16 FBXL7 FBXO28 FCHO2 FGD6 FHIT FNDC4 FOXN3 FPGT GABRA6 GAL3ST3 GALNT3 GATA5 GATA6 GFM1 GGA2 GJC1 GKAP1 GLI3 GRIN2A GRP GUCY1A1 HCN1 HDLBP HERPUD2 HLA-DOB HMG20A HPCAL4 HS3ST5 ICA1L IDE IDS IGLON5 IGSF9B IL17RB IMPG1 IPO11 IRS1 IRS2 ISY1 ITGA4 JADE1 KBTBD2 KDM3B KIF13A KIF16B KLF12 KLF4 KLHL14 LEMD3 LMNB1 LOXL2 LRRC1 LRRC59 LRRC8E MAFG MAPKAP1 MECP2 MEGF9 MFSD14B MIS12 MMAA MTFR1L MYLK NDFIP2 NDST3 NF2 NOVA2 NR2C1 NR4A3 NREP NXT2 OGT OSBPL11 OXR1 P3R3URF-PIK3R3 PAK2 PAN2 PARP1 PCDHB15 PDE4A PDE4D PDK3 PFN2 PIGH PIK3CD PIK3R3 PLCB1 PLEC PLP2 PLXNA1 POLE4 PPP4R1 PRDM6 PRKCB PRR18 PSME3 PTAR1 PTK2 QTRT2 RAB11FIP5 RAB5IF RABEP1 RAD51B RAF1 RB1 RBFOX1 RBMS3 RBSN REG3G RELA RGS7BP RHBDD1 RLIM RNF141 RNF144A RPS6KB1 RRAS2 RSBN1 RSPRY1 RYK SATB1 SDHC SEMA4C SEPTIN10 SEPTIN8 SGIP1 SH3GLB1 SHANK1 SHANK2 SHOC1 SLC17A6 SLC25A16 SLC4A7 SLC5A3 SLC6A9 SMARCD1 SNAP91 SNCA SOCS2 SOX6 SP1 SPATA2 SPTY2D1 SQSTM1 SRRM3 ST6GALNAC5 ST8SIA5 STIMATE STRN STRN3 STX6 SUFU SUSD6 TAB2 TBC1D12 TCF12 TFF3 TGIF2-RAB5IF TMED9 TMEM97 TPGS2 TRIM33 TRMT13 UBLCP1 UBQLN4 UBR5 UBXN2B UGGT1 ULK2 USF3 VDAC1 VDAC3 VPS26A WASF3 WDR47 XPO7 ZBTB1 ZBTB22 ZC3H4 ZDHHC9 ZFX ZNF106 ZNF275 ZNF395 ZNF425 ZNF549 ZNF609 ZNF704 ZNF805 MIR802 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR802 ACBD3 ACYP2 ADAMTS1 ADAMTS9 ADGRL3 AGRN AGTR1 ALG8 ANKRD40 ANXA5 ARL6IP6 ARMC8 ARPP19 AUTS2 BEND4 BTF3L4 BTG2 C12orf40 C16orf87 C4orf3 CACNA2D1 CALM2 CAMTA1 CBFB CCNY CD274 CDC23 CDK1 CDK6 CEP97 CFLAR CHN1 CIT CPEB3 CPSF6 CREB1 CSE1L DCAF13 DIS3 EHF EIF4E EPC1 EPHA7 EPM2AIP1 ERICH2 FAM171B FAT4 FBXO22 FIGN G2E3 HIPK3 HS6ST3 ITM2B IVL KITLG KLLN LAGE3 LEPROT LGR5 LINGO2 LNX2 LPAR4 MAMDC2 MAP6D1 MCIDAS MICU3 MINDY2 MRPS27 MTMR1 MYO10 NEXMIF NIPBL OMA1 OTULINL PAIP1 PBK PCDH19 PHF8 PHTF2 PIP5K1A POLR3A PRKAA1 PSMD2 PSMD5 PTCH1 QSER1 RASGEF1B RBM6 RCOR1 RICTOR RP2 RRAGA RRAS2 RTN1 SAMD8 SCAMP1 SCARF1 SEC62 SECISBP2L SIX1 SLC10A7 SLC14A1 SLC6A15 SLC9B1 SNX10 SOCS2 SOD2 SRGN SSR1 STEAP2 SV2C TAF4B TASOR TCF7L2 TLL1 TMEM123 TMTC1 TP53INP1 TRIB2 TRIM71 TSHR TUBE1 UCKL1 UTP15 UTS2B XPNPEP3 ZBTB41 ZBTB6 ZCCHC9 ZFHX3 ZFPM2 ZNF10 ZNF250 MIR8052 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR8052 ADAM33 ADCY9 ARHGEF7 B3GALT1 C5orf22 CCDC187 CD28 CLSTN1 CNTFR CRAMP1 CTBP2 DBNDD1 DCDC1 EIF2B1 EPN2 FAM171A1 FAM234B FBXO25 GAB2 GNB1 GP1BA INTS9 KDM6B LIN52 LRP8 LVRN MAP3K13 MTMR11 NAP1L1 NPAS3 PDCD10 POLQ PRDM6 RFX3 SARM1 SATB2 SLC6A17 SULT1C2 SYNPO2L TMEM200A TNPO1 WTAP ZNF251 MIR8053 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR8053 CAPRIN1 DEDD GLRA2 RMDN1 TPST2 UBQLN1 ZC3H11C MIR8054 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR8054 A1CF AAK1 ABCC4 ABHD3 ACAT2 ADAM22 ADAMTS1 ADAMTS6 AFG3L2 ANGPTL5 ANKDD1B ANKRD11 ANKRD22 ANXA2 AP1G1 APPBP2 AR ARHGEF38 ARID4B ATOSA ATRX ATXN1L BBX BCL10 BCLAF3 BEND4 BICD1 BNIP3 BPNT2 BRD1 C1D C5orf15 C5orf24 CACNA2D3 CARF CBLB CCNL1 CCNY CCSER2 CD109 CD164 CD47 CD55 CDK19 CDK6 CELF5 CEP120 CEP350 CISD2 CNN3 CNTN1 CNTN5 CPNE2 CPNE4 CSNK1D CTNND1 CUL4A CXADR CYP1B1 DAP DDIAS DDX5 DMRT2 DMXL2 DNAJB4 DSCC1 DSP EFNA5 EIF2AK3 EIF5A2 ELAVL4 ENC1 EPC1 ERICH2 FAM120A FAM13C FAM168B FBXO43 FEM1C FIGN FKBP7 FMNL2 FMR1 FNDC3B FNIP2 FUBP1 GDA GJB7 GLIPR2 GMNC GOLPH3 GOLT1B GOPC GPATCH11 GPATCH2L GPM6A GRIP1 GSPT2 GSTM2 GUCY1A2 GULP1 HDAC4 HECA HS2ST1 HTR2C HYCC1 HYOU1 IGF2BP3 IGFL1 IKZF5 IL23A ITGA9 ITGAV IVNS1ABP KAT6A KCNK2 KCTD18 KITLG KLF10 KLF8 KLHL13 KLHL28 KLHL3 KMT5B KRAS LCORL LGI1 LIN7C LMBR1 LPCAT2 LRP12 LRP2 LSM8 LY75 MAP3K2 MAP3K7CL MAP4K5 MAP9 MARCHF6 MCOLN3 MED6 MEF2A MEF2C MEX3B MEX3D MFSD14A MGAT4A MID2 MIER3 MLH3 MMUT MSN MTCP1 MTF1 MYBL1 MYCN NAPB NCAPG2 NCKAP1 NCOR1 NECTIN1 NEDD4L NEGR1 NFAT5 NFE2L2 NOTCH1 NPAP1 NR1I2 NUP153 OCIAD2 OPRK1 ORC3 OTUD4 P2RY10 P4HB PAXIP1 PDE1A PDK1 PDS5B PDZD8 PDZRN3 PDZRN4 PI4K2B PKN2 PLEKHG1 PNN POGLUT2 POU2F1 PPHLN1 PPP3CA PPP3CB PPP6C PRELID1 PREX2 PROSER1 PRR23A PSPH PTAR1 PTBP3 PTMA PTPN12 PTPRM RAB11A RAB6B RAB9B RAP1A RASGRP1 RBM18 REEP3 REPS2 RHOQ RNF111 RNF138 RNF148 ROBO1 RPGR RRM2B RSRC2 RUFY3 RUNX2 SAMD8 SAR1B SATB2 SCARB2 SCML2 SEMA6D SERINC5 SERPINB3 SERTAD2 SH2D1A SH3RF3 SINHCAF SKIL SLC24A3 SLC35A1 SLC5A3 SLC9A6 SMG1 SMOC2 SNTB1 SORBS2 SOS2 SPCS2 SPDL1 SPON1 SPTLC2 SRSF6 SS18 ST8SIA1 STEAP2 STXBP5 SUMO1 TAB3 TADA1 TAF12 TANC1 TBC1D3B TBCA TCEAL8 TCP1 TENT4B TGFBR1 THSD7A TLX3 TM9SF3 TMEM100 TMEM156 TMEM229A TNC TOP2A TP53TG3C TRIM43 TRIM43B TRIP11 TTC17 TWF1 UBE2A UBE2B UCK2 UGT2B17 VEZF1 VPS26C VPS4B WDR11 WDR77 WNK3 WNT5A WWP1 WWP2 YTHDF1 YWHAQ YWHAZ ZBTB41 ZBTB44 ZDHHC17 ZEB2 ZIC1 ZNF26 ZNF281 ZNF486 ZNF493 ZNF600 ZNF611 ZNF680 ZNF711 ZNF789 ZNF800 MIR8055 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR8055 AAK1 ADGRF5 ANKRD1 ARF3 C5orf24 CALML4 CBL CDH23 CDY1 CDY1B CHRNA7 CNR1 COBL DPP8 ETV1 EYA4 FAM43A GBP4 GEM GUCY1A1 HECA HIF1A HSDL2 IRF2BP2 KCNMB2 KRBA2 MACC1 MAN1C1 MAP3K7 MAP3K8 MIA2 MKLN1 MLLT11 MORF4L2 NALCN NAP1L1 NCOA2 NOS1 NRAS NSD2 PABPC4L PLPP5 PLS1 PREX2 PSMD14 PTCHD4 RAC1 RBM26 RCAN2 RELCH RFX7 RNF145 RTL9 SCD5 SCN3A SCN9A SF3B1 SLC2A1 SLITRK4 SPAM1 SPHKAP SULT1A4 SV2A TGFBR3L TP63 TRAF6 TSHZ3 UCHL3 VAMP1 WDR82 ZDHHC15 ZHX1 ZNF101 ZNF566 ZNF568 MIR8056 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR8056 ACLY AREL1 ATPAF2 BLOC1S6 C4orf45 CHRNA5 CPEB2 CSDE1 DARS1 DAZ1 DAZ2 DAZ3 DDHD2 DPT ERBB3 FBXO30 FMOD HSDL2 KCNMA1 KCTD16 LMO4 LYRM2 MRPS14 PABPC5 PARG PDE4D PDZD2 PLCB1 PPP4R3A RFC3 RORA RPS6KC1 RYBP SANBR SEMA6A SLC36A2 SLC6A13 SLC6A14 SPPL3 TPM4 UNC5D UPF2 VAX1 XRRA1 YTHDC1 ZNF135 ZNF185 ZNF189 ZNF442 ZNF74 MIR8057 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR8057 ADAM12 ADCY1 ANKRD11 ANP32B AQP11 ARL13B BBX BCL2L2 BICRAL BIRC6 BLZF1 BMPER C4orf19 C4orf3 CACNA1D CCDC186 CCDC50 CCDC6 CEP43 CHURC1 CLASP1 CLOCK CMPK2 CNOT4 CNOT9 CRYBG3 DERL2 DIXDC1 E2F4 ELOVL6 EYA4 GALK2 HIBADH HMGA2 ITPR1 KCNJ3 KIAA1549L KIAA2026 KIF1B KLF12 KLK9 KRT32 MAX MTMR2 NCAM2 NEURL4 NRAS NTN5 NTRK3 OSBPL10 PDE8A PDS5B PDXK PHF20 PI4K2A QTRT2 RAB27A RAB7A RAD51D RC3H1 RFK RXFP1 RYBP SAV1 SDC2 SERPINB1 SERTAD2 SETD5 SHROOM2 SLC39A10 SLC9A8 SMAD4 SP1 SPTSSA STX3 SYNJ1 TCAIM TLCD5 TNPO1 TPD52 TSC22D2 UBN1 UBXN7 WDR37 ZC3H12C ZDHHC23 MIR8058 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR8058 ANTXR1 APIP ATP2B4 BHLHE41 BLTP3B BZW1 C3orf38 CLIP4 CSRNP2 DCAF4L2 EN2 ENPEP FAM227B FGF12 FST GABRG2 HACD1 HACD4 HDAC9 HRH4 KCNJ3 LHX1 LRRC2 MMUT MTHFD2L MYT1 PALMD PIK3CG PLB1 PRKAA2 RALGAPB RAP1B RNF114 RNF150 SLC15A2 SNAI2 SPIN1 SRR STIM1 STXBP5 TREM1 ZFAND1 ZNF292 MIR8059 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR8059 ABI2 ACSL5 ADGRF5 AFF4 ANKIB1 ANTXR1 ARPC2 ATOSB ATP5MK ATP8A1 ATRN ATXN7L3B B3GNT2 CAPS CCSER1 CD44 CDCA2 CDS2 CENPI CHRNA9 CLCC1 CNGB3 CNNM3 CSRP1 DSTYK ESYT3 EVA1A FBXO32 FGF20 GPC4 GSTO2 HACD2 HSD17B8 IMMP2L ITGA11 ITSN2 JADE2 KLF4 LARP4 LRRIQ3 MAFB MAP1A MITF MTOR NR3C1 NSFL1C PNP POU2F1 POU2F3 PPM1L PRKD1 RELN SKAP1 SLAMF8 SLC16A2 SMARCA1 TACC2 TNFAIP2 TOMM6 TTC9 XCL1 MIR8060 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR8060 ANKRD42 ANKS1B ARHGAP30 ARHGAP9 ARID1B ARMC1 ASAP2 ASXL3 ATP6V0D2 C2CD4A C5orf24 CA10 CARNMT1 CDK19 CDS2 CELF3 CELSR2 CERS6 CHL1 CLDN1 CLDN12 CLEC1A CLMP CLTC COX18 CPEB3 CSMD3 CST3 DACH1 DGKH EBF3 EBPL EPG5 EPSTI1 FAM149B1 FBXO21 FGF14 FUT11 FZD3 GLI3 GPR15 GUCY1A2 HBP1 ITGAV JAK2 JARID2 KAZN KRAS KY LONRF2 LRIT2 MAF MAPK6 MAPK8 MED30 MEGF10 MON2 MUC17 NBEA NFYB NPAS2 NRIP1 NXT2 OMA1 OXR1 PCDH9 PDGFD POU2F1 PPP2R3A PRH2 QRICH1 RBMS3 RFX7 RNF2 RUFY2 SELENOW SEMA5A SLC23A2 SLC30A7 SLC8A3 SOGA1 SORCS1 SYF2 TCAF2 TET2 TFAP2A TFF2 TMEM135 TMEM216 TMSB15A TMSB15B TNMD TRDN VAPB VBP1 WWC3 XKR4 YWHAZ ZAR1 ZC3H12B ZNF566 ZNF711 MIR8061 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR8061 AASDH ABHD5 ADGRL3 AKAP12 AMD1 ANOS1 APOOL ARHGAP5 ARID2 ARL5B ASNS ATR C1orf141 C2orf66 CAPN14 CCL7 CCNT2 CCNY CD44 CHUK CISD1 COPS3 CTNND1 CWC15 CYBRD1 CYYR1 DFFA DIS3 DLK1 EGLN1 ELAVL4 ELOVL5 ENPEP EPHA5 ETV1 FAM13C FAM210B FBXL17 FGD6 FKBP7 FMO3 FNDC3B FUT9 FXYD3 GABRG2 GALNT4 GK5 GLDN GOPC HADHB HCFC1 HCN1 HNRNPLL HS3ST1 IFNG IMPG2 KAZN KCNA4 KCNMA1 KCNQ5 KIF2A KNSTRN KRT222 KRT38 LAMA4 LATS1 LEP LGR4 LGSN LHFPL2 LRRC31 LRRC4C MAP3K20 MAP4 MARCHF1 MBNL2 MFSD14A MINDY2 MKRN1 MOB1B MRRF MSL3 MTERF1 NBEA NBR1 NEK7 NGLY1 NMU NRN1 NTNG1 NTS NUDT15 PABPC3 PABPC4L PARG PATL2 PCDH7 PEX1 PEX5L PI15 PID1 PIK3CA PITRM1 POC1B-GALNT4 POLI PPM1K PPP1R15B PPP2R3A PPP4R2 PSD3 PTHLH PTPN21 RBM18 RDX RFPL1 RHOU RIOK2 RNF217 RNF6 RSBN1 SCP2 SEMA3A SEPHS2 SH3TC2 SLC1A1 SLC25A46 SLC28A3 SLC4A7 SLITRK4 SOX11 SPRED1 STAU1 STC2 SUSD5 TJP1 TMEM229A TMEM263 TMEM33 TNKS2 TOR1AIP2 TRHDE TUSC1 UBAP1 UBE2G2 UNC80 USH2A VCAN VPS72 XRN1 YES1 YME1L1 ZBTB20 ZDHHC20 ZFP91 ZFYVE16 ZMYM5 ZNF148 ZNF267 ZNF704 ZNF99 MIR8062 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR8062 AAK1 ABCA3 ACBD3 AKAP10 AMELX AMZ1 ANKRD6 ANO6 ARHGAP6 ARHGEF12 ATOSA CAPZA2 CAV1 CCDC88A CDH10 CEP63 CIAO1 CNKSR2 CNOT6L CNTN5 CREBZF CREM DDR1 DPP10 ELN F9 FHIP2A FNDC3B FRYL GPRC5B GXYLT1 HHIP HSPD1 HYOU1 IDI2 KCNMA1 KLHL4 KRAS LAMTOR3 LARP1 LEPR LIN28B LRP2 LRRC59 LRRC8D MAP3K4 MAPK1IP1L MEP1B METAP1 MRPL53 NCOA4 NDNF NEDD4 NFIB NFX1 NOX4 NRIP1 OCA2 PAFAH1B1 PAM PAQR3 PARP16 PDE5A PHB1 PHEX PKN2 POGZ PPM1A PRIM2 PRKX RAG1 RBL2 RBM26 RFX1 RGS21 RHOBTB3 RPRD1A RPS6KB1 RREB1 SATB2 SCAI SEC24D SEMA5A SHOC2 SLC12A6 SLC35G1 SLITRK4 SMARCA5 SMC2 TAF5L TBL1XR1 TDO2 TNFSF8 TOM1L1 UBE2E2 UGCG UGT2A1 UGT2A2 UXS1 VAMP4 VAPA VWC2 WASL WDCP YTHDF2 YWHAH ZBTB1 ZBTB4 ZEB2 MIR8063 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR8063 A1CF AAGAB AAK1 ABRAXAS2 ACADM ACVR1C AGO2 AJUBA AMD1 ANK2 ANK3 ANOS1 ANTXR2 AP1S3 APH1A APPL1 APPL2 ARHGAP12 ARHGAP29 ARHGAP5 ARL13B ARL4A ARL5A ARMC3 ARPP19 ARSJ ART3 ASAP1 ATE1 ATF2 ATP2B4 B4GALT4 BARD1 BAZ1B BDP1 BLOC1S6 BLTP3B BMP4 BPTF BRWD3 BTBD7 C1GALT1 C1orf109 C1orf174 C2CD4A C2orf83 C5orf15 C5orf24 CA10 CAAP1 CACNA2D1 CADM2 CALCR CCDC25 CCNC CCNT1 CDC14A CDC42SE2 CDC73 CEP43 CEP97 CERT1 CFAP65 CLIC4 CMTR2 CNEP1R1 CNIH3 CNKSR3 CNOT1 CNTN1 CNTNAP3 CNTNAP3B CPEB4 CPSF6 CREB3L2 CRELD2 CRHBP CSNK1A1 CTTNBP2NL CUL4A DCDC2 DCUN1D1 DDX3X DDX4 DDX42 DENND1B DGKH DIP2C DIPK2A DIRAS2 DNAJB14 DNAJB9 DNAJC21 DNAJC6 DR1 DSE DUSP10 DYNC1LI1 ECT2 EDA2R EEIG2 EGFLAM EIF1AX EIF3A ELAVL1 ELAVL2 ELK4 ELL2 EML4 EML6 ENAH ENPP2 EPB41L4B ERBIN ERO1B FAM120A FAM20B FAM218A FAM3C FBXO43 FKBP7 FREM2 FRMD5 FSBP FSD1L FSIP1 FUT9 GAB1 GABRA4 GALNT7 GHSR GID4 GJA3 GLS GLYR1 GNG2 GOLIM4 GPR37 GRM5 HECTD2 HECW1 HERC3 HERPUD2 HMGCR HNF4A HNRNPC HNRNPR HOOK1 HP1BP3 HTR2C HTR5A IGF1 IKZF2 IMPACT IPO8 IRF2BP2 ITGA4 ITGB8 JAZF1 KCND2 KCNH5 KCNMA1 KCNQ1 KCNT2 KCTD14 KDSR KIAA1958 KL KLHL8 KPNA4 KRR1 LANCL3 LCORL LEO1 LIMCH1 LIN7A LIX1 LMOD1 LNPK LNX2 LOX LRPPRC LSM14A LTB MAB21L1 MAGEF1 MAN2A1 MAP3K20 MAPK8 MARK1 MBD2 MBL2 MBNL2 MDFIC MDM1 MED23 MEGF10 MEGF9 METTL23 MFSD14B MIGA1 MINAR1 MINDY2 MIOS MITD1 MLLT10 MMD MRPS27 MSI2 MTMR10 MTSS1 MXI1 MYRIP MYT1 NADK2 NEK1 NEPRO NETO1 NIPBL NIPSNAP2 NOTCH2NLA NR3C2 NRN1 NRSN1 NTF4 NTN1 NUFIP2 OGFOD3 OPN5 OPRPN OXCT1 PAG1 PAIP1 PARP8 PAX6 PCDH7 PCGF6 PCLO PDIA6 PDK3 PDZD2 PELI1 PEX19 PEX3 PEX5L PHF6 PHLDB2 PHTF2 PI4K2B PIK3CA PIK3CG PITPNM3 PKD2L2 PLA2G4C PLCL1 PLEKHH2 PLGRKT PLRG1 PLS1 PLS3 PPARGC1A PPCS PPM1A PPP4R2 PRELID3B PRKAA1 PRKDC PRPF39 PRPF40A PRSS12 PRTG PSEN1 PSMB9 PSMD14 PTEN PTER PTP4A1 PTPN21 PTPN4 PTS PUM1 PWWP3B PXN QKI RAB30 RAD54B RAPGEF5 RASEF RBM26 RDH11 REPS2 REST REV3L RFX3 RIPPLY3 RNF111 RNF185 ROCK2 RP2 RPL22L1 RSBN1 RYR2 SCAF8 SCAI SCAMP1 SCG5 SCLY SEC22C SEC61B SERPINB12 SERTAD4 SGIP1 SGPP2 SH3BGRL2 SH3TC2 SLC12A3 SLC18A2 SLC19A3 SLC30A4 SLC30A9 SLC31A1 SLC33A1 SLC38A2 SLC40A1 SLC4A10 SLC4A4 SLC4A7 SLITRK1 SMIM10L1 SMPX SMURF2 SNAP91 SNTB1 SP3 SPATA13 SPTLC3 SRSF6 SSH2 SSR1 STK39 STXBP5 SUZ12 TAB2 TAFA1 TANC2 TBC1D15 TBC1D8B TBL1XR1 TCEA1 TCEAL8 TCF4 TEF TGFBR2 THAP4 THUMPD1 TLE4 TMEM245 TMEM30A TMEM33 TMEM65 TMEM74 TMF1 TMX1 TMX4 TNFSF13B TOMM20 TOPORS TPT1 TRMT5 TSSK2 TTC28 TWSG1 UBE2E1 UBE2E2 UBE2K UBE2V2 UBQLN2 UBXN2B USP9X VWA2 WARS2 WASF1 WDR11 WWP1 XRN1 YIPF6 YTHDF3 ZBTB14 ZBTB20 ZBTB44 ZC3H12B ZC3H7A ZCCHC14 ZCCHC2 ZDHHC6 ZFP36L1 ZMYM2 ZNF148 ZNF217 ZNF451 ZNF518A ZNF76 ZNRF2 ZNRF3 ZZEF1 MIR8064 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR8064 A1CF AAK1 ADAM17 ADCYAP1 AFG1L AGBL3 AGO3 AKAP12 ANOS1 AQP2 ARHGAP32 ASTN1 ATP6AP2 BCL11A BNC2 C1orf216 C2orf49 CDK5R1 CHIC2 CHODL CLIC5 CNEP1R1 CRY2 DCUN1D4 DIPK1C DMD DOK3 DUSP10 DYNC1I1 ELOVL5 FBXO30 FILIP1L FRMD4B GADL1 GEN1 GPR161 ITGAM JMY KCNC2 KCNMA1 LPGAT1 MAP1B MAP3K20 MAP3K5 MS4A2 MYT1L NNAT PAFAH1B1 PCDH10 PCGF5 PGGT1B PMAIP1 PNPLA3 PPP1CB PPP3CA RFX3 RLF SF3B1 SLC6A17 SLC6A19 SMG1 SMG7 SPAST SPRY3 SPTBN1 STMP1 TDP2 TMEM179 TNRC18 UBE2N UBE2W UBR4 UHRF2 USH1G VDAC2 VSTM4 WDFY3 WSB2 YOD1 ZBTB20 ZBTB33 ZNF248 MIR8065 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR8065 AAK1 ABCB11 ABHD5 ABL2 ACAT2 ADAMTS6 ADAT1 ALDH2 ALG13 ARHGAP29 AS3MT ATG7 ATP11C BAZ2B BTC CACYBP CBLN1 CCDC90B CCNE2 CDK9 CELF2 CHD2 CHST14 CLCN5 CNBD2 COL4A5 CRBN CTDSPL CYBRD1 DEPTOR DLG2 DMRT2 DNM1L DUSP4 EFCAB14 EIF2AK2 ELMOD2 EML4 ENAH ENSG00000276759 EYS FAR1 FDFT1 FGD1 FKBP3 FMO5 FOXH1 GANC GSTM4 GUCY1A2 HDAC4 HIC2 HLTF HTR7 HYCC2 IL1RL2 INSR KAT6A KCNT2 KDM7A KLF8 KLHDC10 KLHL28 LACC1 LIN54 LRCH1 LRRC31 LUC7L3 LYRM4 MARS2 MAX MBNL1 MED20 MRS2 NANOS1 NBN NCL NCOA2 NECTIN2 NIT1 NLRP11 NOLC1 NPC1L1 NR3C1 NR6A1 NUCKS1 NUDT19 OIT3 PAK3 PDE6D PDE8B PDZRN4 PHB2 PIKFYVE PLCB2 PLEKHB2 POLR3F PPP3CA PPT1 PRELID3B PROS1 PRR27 PSMC4 PTAFR PTPN20 PURA RAB11FIP1 RASAL2 RHOH RIMBP2 RIOK2 RNF111 RNF149 RNF212B RNF41 SERPINA10 SF3B1 SGIP1 SH2D4B SHISA9 SHROOM3 SIGLECL1 SLC6A5 SMURF2 SOX8 SPAG1 SPC25 SPTSSB SSR3 ST6GALNAC3 STIMATE STRBP SULT1E1 SVIP THRB TNFRSF19 TOP1 TSPEAR TUBGCP5 VEZF1 VTCN1 YY1 ZBTB4 ZEB2 ZKSCAN3 ZNF286A ZNF286B ZNF354A ZNF704 MIR8066 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR8066 ABCC1 ABI2 ABL2 ABT1 ACVR1 AFG1L AHR AKR1D1 ALDH18A1 AMOT ANO4 ARHGAP5 ATL1 ATP13A3 ATP8A1 AUP1 C17orf75 C1QL3 CAMK4 CDC42EP3 CEP135 CERS2 CLTC CNOT6L CNTN3 CRTAP CYP39A1 CYP7A1 DCLRE1C DNAJC6 DPY19L2 EBF3 EIF5 EPSTI1 ESYT2 EXTL2 FAM114A1 FAM120A FAM135A FRMD5 FUCA2 FUT9 GABRR1 GALNT13 GSPT1 HECW1 HIF1A HPSE HSPA4L IDS IQCB1 ITGBL1 KAT6A KDM7A KIAA1143 KRAS LATS2 LDLRAD3 LGALS8 LIX1 LMTK3 LPP LRCH2 LTBP2 LZIC MAGI3 MAL2 MFAP3L MFHAS1 MGP MMD MRPS14 MSH4 MSI2 NAA50 NEDD9 NEK3 NET1 NIPAL1 NSUN5 NUDC OPA1 OPRM1 OSMR PALLD PAN3 PEX5L PHC3 PHTF2 PIEZO2 PIGM PKIG PLCB1 PLCL2 POLG PPP1R1C PPP4R2 PPTC7 PTK2 RB1 RC3H1 REEP3 RGS5 RHOQ RIMKLB RIT1 ROBO2 RSBN1 RYR2 SEC62 SESN3 SH2D1A SH3KBP1 SIN3B SLAIN2 SLC25A36 SLC26A8 SLC35A3 SLC35A5 SLC35D3 SLC38A2 SLC39A11 SLC66A3 SP8 STAM STEAP2 STEAP4 STMP1 SYNPO2 TAPBP TBRG1 TFDP2 TFRC THUMPD3 TMEM255A TNRC6C TRIQK TRPC5OS TSC22D2 TSHZ3 TSPAN19 UBE2V2 UFL1 UFSP2 UNC80 VANGL1 VSTM2A WNT16 ZBTB20 ZMYND8 ZNF254 ZNF333 ZNF492 MIR8067 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR8067 ABHD5 ABRAXAS2 ACER3 ACTR3 AHR ALG13 ALG14 ALPL AMD1 ANKRD34C ANKRD42 ANKRD44 ANKS1B ANO5 APC ARHGAP42 ARSJ ASTN2 ATP6V0D2 ATRN ATXN7 B3GLCT BCL11A BCL7B BLOC1S6 BMPER BMT2 BOLA2-SMG1P6 BPNT2 BRWD3 BVES C1QBP C1orf185 CA10 CA2 CAB39 CABLES1 CADM2 CALD1 CAP1 CASP8 CATSPERB CBLB CCNG1 CCSER2 CDH26 CDH6 CDK6 CELF1 CELF3 CENPK CEP97 CHIC1 CHURC1 CIAO2A CNTN1 COL19A1 CORO1C CREBRF CRYBG3 CRYM CTDSPL CUL3 CYFIP1 CYRIA CYTIP DEFB118 DHX29 DLG3 DLG5 DNAJC27 DUSP16 DUSP18 EIF2AK3 EIF4E FAM172A FAM76B FGF14 FICD FMN2 FNDC3A FPGT FRMPD4 FRS2 GABRP GDI2 GIMAP1 GIMAP4 GMNC GOLIM4 GPD1L GPN1 GRAMD2A GTF2H5 GTPBP4 HEATR6 HIVEP2 HNMT HOMER3 HOXA1 HSPA4L HSPA9 ICMT IKZF2 INTS14 IPO8 JPH4 KCND2 KCNH8 KCNJ14 KCTD5 KDSR KHDRBS2 KIAA1958 KLHL20 KLHL7 KMT2A KPNA1 KRT34 LAMC1 LARP7 LCORL LGI2 LGR4 LHCGR LIN28B LMNTD1 LPP LRBA LRCH2 LRP8 LRRC59 MAML3 MAP10 MAP2K4 MAP7 MBNL3 MED13L MED26 MEMO1 MGARP MIB1 MINDY2 MITF MMRN1 MTMR2 MTRF1L MUC15 MYH10 NALF1 NANOS1 NAP1L4 NCKAP5 NCOA2 NECAB2 NETO2 NFIB NHLRC2 NID2 NMNAT1 NMT2 NRARP NSG2 NXF1 ONECUT2 OOSP2 OSBPL8 PABIR3 PABPC1L2A PAG1 PAK4 PAX5 PCGF3 PDK3 PEDS1-UBE2V1 PEX11A PHEX PIP4P2 PLAC1 PLEKHH3 PLPPR1 PPARGC1A PPP4R1 PPP6R3 PRDX6 PRICKLE2 PRKAB1 PRKAR1A PRKCG PRTG PSIP1 PSMA1 PTAR1 PTPN21 PTPRN RAB10 RAP2C RBAK RBM41 RCAN1 RHOA RHOBTB3 RIMBP2 RND3 RNF11 RNF111 RNF14 RNF182 RNF24 RORA RPS6KA6 RRP15 RSPO2 RYK SCAMP1 SCN3A SDC4 SEC24D SEMA3C SENP6 SEPTIN2 SERINC5 SERPINB5 SGMS1 SH3BGRL2 SH3BP5 SIX5 SKIL SLC10A4 SLC12A2 SLC26A2 SOCS2 SRCIN1 SREK1 SREK1IP1 SSPN STK32C STRN3 SYNPR SYT9 TAF7 TBC1D2B TBL1X TCAIM TCF12 TEAD1 TEF TENM1 TERB2 TFRC THSD7A TMCO1 TMEM127 TMEM168 TMEM38B TNPO1 TP53INP2 TRERF1 TRIM47 TRIM9 TRPS1 TSPAN12 TTLL7 TTPAL TXLNB TXNDC16 UBE2V1 USF3 USP39 USP45 USP49 VSTM2A VWC2 WDR76 XKR7 XRN1 ZCCHC2 ZCCHC8 ZEB1 ZMAT4 ZNF131 ZNF460 ZNF552 ZNF652 ZNF681 ZNF793 ZNF850 MIR8068 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR8068 AASS ABCD2 ABITRAM ACSM3 ACVR2B ADAL ADCY7 AJAP1 ALCAM ALG14 ALOX12B ANGEL2 ANKLE1 AOPEP APOLD1 APOOL ARFGEF3 ARIH1 ATAD5 ATP2B4 ATP6V0A2 ATP6V1A ATP6V1FNB ATXN10 B3GNT9 BCKDHB BCL11A BCL11B BCL2L15 BDNF BEX4 BHMT BLOC1S6 BMP2 BOC BSN BVES C1orf21 CABCOCO1 CACNA1C CAPN14 CAPS2 CASD1 CAVIN2 CCDC190 CCSER2 CD38 CDH2 CDH24 CDIN1 CDK13 CDS1 CFAP251 CHMP5 CHTOP CLDN1 CLIP3 CMPK2 CNGB1 CNTN1 COL10A1 CORO2A CPM CRACD CSAD CSF2RA CTSV CYP1A2 CYP27C1 DAD1 DDX60L DGKK DKK2 DMD DNAI7 DNMT3A EBF1 ELK4 EPHA7 ERBB4 ERC2 ESRRG ETFBKMT ETFRF1 EXO1 EXTL2 EYA1 EYA4 EYS FAM104B FAM168B FAM181B FANCC FAXC FBN1 FER FGF13 FGGY FKBP2 FNDC9 FOSB FOXG1 FOXI1 FSD2 FUT9 FZD3 GABRA4 GABRB1 GABRB2 GNAI3 GRAMD2A GRIA2 GRIP1 GTF3C3 GTPBP8 H2AZ1 HDAC4 HDDC2 HES2 HIBADH HLTF HNF1B HNRNPA2B1 HTR1B HTR1F ICOS IFFO2 IFI44L IGF1 IGF2BP3 IGSF10 IGSF21 IKZF3 IL15 IMPA1 INTS6 IQUB ISL1 ITGA2 ITGA4 ITGB1BP1 ITIH5 ITIH6 ITPK1 KAT6B KCNA1 KIAA0408 KIAA1958 KIF26B KLF5 KLF8 KLHL28 KLLN KPNA5 LAMA2 LAMP2 LCOR LDLRAD3 LDLRAD4 LDOC1 LETM2 LGI2 LIN28B LINC02801 LINC03042 LONRF1 LRRC3B LRRC4C LRRC58 LRRN3 LRRTM4 LSM12 LSM5 M6PR MAGI1 MAP3K13 MAP3K15 MAP4K3 MAP6 MARCHF1 MBLAC2 MCC MDGA2 MECP2 MIER3 MINDY2 MKRN2 MMD MPZL2 MRFAP1 MRPL57 MSL1 MSR1 MTF1 MTG2 MYCN MYH11 MYL1 MYLK3 NACC2 NAGK NALF1 NAT9 NAV3 NBEAL1 NCAM2 NCOR1 NDP NEGR1 NEURL1B NEUROD2 NICN1 NIPA2 NIPAL2 NLGN1 NLK NR2E1 NR2F1 NR4A2 NT5C2 NT5DC1 NUFIP2 OR2H1 PAK3 PALM2AKAP2 PAPOLA PATZ1 PAX3 PCDH18 PCSK9 PDE12 PDE4D PDK1 PDP2 PDZD2 PECR PGS1 PHF14 PHF20L1 PIK3C2A PIP4K2A PKD2 PLCXD3 PLPP3 PLXDC2 PNISR POU2F1 POU2F2 POU3F3 PPM1A PPP1R1C PPP2R5E PRDM1 PROKR2 PRR11 PRR27 PRRX1 PSG1 PSMD11 PTGR3 PTGS1 PTPN12 PTPN4 PUM1 PURB QPCT RAB3B RAB3GAP2 RAB5B RAB6A RAF1 RALGPS1 RASA4 RAVER2 RBFOX1 RBFOX2 RBM47 RBPJ RDH11 REG4 RFK RFLNB RFWD3 RIC3 RIOX2 RNF125 RNF217 ROPN1B ROR1 RORA RTKN2 RTN1 SARAF SATB1 SCAI SEC14L4 SEMA6D SERPINB10 SETD3 SETD7 SGIP1 SH3BP4 SLAMF7 SLC18A2 SLC1A2 SLC22A5 SLC31A2 SLC35A1 SLC38A4 SLC39A10 SLC39A8 SLC3A2 SLC44A4 SLC46A3 SLC9A6 SLCO1B1 SLFN5 SLITRK5 SLX4 SMAD9 SMC1B SMIM15 SORCS1 SORD SPOP SSPN ST6GALNAC3 STYX SYF2 SYNPO2L SYT4 TBC1D8B TBRG1 TBX1 TCAIM TENM2 TET3 TGFB2 THBS2 THEM4 TLCD5 TM9SF3 TMEM123 TMEM131 TMEM168 TMEM212 TMEM86A TMEM9B TMOD3 TNFSF10 TNPO1 TNRC6B TNS3 TP53AIP1 TRAT1 TRHDE TRIO TRNT1 TTC23L TTC26 TTC3 TTC39A TTC4 UBE2L3 UBE2N UBE2R2 UCK1 UNC5C UNC79 USP14 VGLL3 VNN1 VPS13A VSTM4 VTCN1 VWC2L WAC WBP1L WDR75 WNT5A XKR6 YPEL1 ZBTB18 ZBTB20 ZBTB7A ZEB2 ZFHX3 ZFP3 ZFR2 ZIC5 ZNF207 ZNF280D ZNF334 ZNF385D ZNF507 ZNF620 ZNF750 ZNF782 ZNF805 ZRANB3 ZSCAN25 MIR8069 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR8069 ABI1 AKAP11 ANO2 BAZ2A BRDT C17orf97 CEP57 CLUH CSTA DNHD1 DOK6 GATM GLCE GRIA4 GRIK4 HSF2BP HSPD1 INTS6 JARID2 JMJD1C KAT6B KDM5C LRP2BP MTMR12 MYOCD NCAM1 NUDT19 PAIP2 PATE4 PDE11A PDE7B PHF6 PPP1CB PPP2R5E PRPF38B PTPRC RMDN1 RND1 RNF11 RPTN SCLT1 SELENOK SLC45A2 SLC8A1 SNX2 SOD2 SOSTDC1 SSR3 STX16 STXBP6 SUPT3H SVIP TBX21 TENT5D TKTL1 TPX2 TRDN TRIM23 WDR82 ZNF180 ZNF22 ZNF302 ZNF800 MIR8070 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR8070 A1CF ABO ACAD8 ACAP2 ADD3 AEBP2 ALCAM AMACR AMDHD1 AMER2 ANKZF1 AQP4 ASPH ASZ1 ATP2C2 ATP8A2 AZIN1 C4orf3 C7orf31 CA12 CAMK2N1 CAPN6 CBLL1 CCSER2 CD81 CDKN1B CEP76 CERT1 CFDP1 CLN3 COL4A1 CPEB1 CPEB2 CTBP2 CYBRD1 DCAF8L1 DDX55 DICER1 DNASE1L1 EIF3M EIF4E3 EIF4G3 EMSY FAT3 GET1 GMDS GNB4 GPR12 HNMT HNRNPA3 HOOK3 IPO11 ITPR1 KCNH7 KCTD8 KHDC4 KHDRBS1 KMO KPNB1 LAMB1 LDB3 LMO4 LRCH2 LRRTM2 LYZ MAL2 MAP3K20 MBNL1 MBOAT2 MDM1 MEGF11 MGP MICAL2 MID1 MIPOL1 NDRG4 NIPSNAP2 NTF4 OGN OPRK1 OSBPL8 P2RY1 PANK2 PATJ PAX4 PCBP1 PCDH17 PCDH7 PGM5 PGPEP1L PLCB1 PPM1B PPM1L PPP1R11 PRG4 PRKACB PRR3 PURG PYCR2 RABGAP1L RBAK RBFOX3 RFX7 RGS7BP RNF217 RNLS RREB1 SGO1 SKP2 SLC12A1 SLC39A6 SOCS6 SPRY1 SSBP2 STUM SUB1 TAX1BP3 TEX30 TFF3 TLCD4 TMEM30A TPM1 TRAF3IP1 TRDMT1 TRIQK USP10 USP25 WDR44 ZCCHC7 ZDHHC21 ZNF275 ZNF281 ZNF331 ZNF567 ZNF704 MIR8071 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR8071 BACE1 BAZ1B CABP7 CCDC93 CXXC4 DCAF8 DCLK2 DENND2C FAM13B GPX3 HDAC2 KCTD1 MRM3 MRTO4 NHS NWD1 PDK1 PPP1CC PRDM11 PURA RPS6KA4 SEMA3F SHISA7 SNX6 SOGA1 SSB SYNPO2 SYT7 TMEM253 TNS1 TRAK1 TRIM33 ZNF709 ZSWIM5 MIR8073 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR8073 A1CF ADORA2B AGPAT3 ANKH ARMCX3 ATP1B1 C19orf73 C8orf58 CALN1 CAMTA1 CASP2 CCND1 CDC42BPA CMTR1 CPLX2 CRKL CUTC CYTL1 DIS3 EDN2 EVC FAM168A GGCX GPD2 GRIK2 HOMER1 INO80D INSIG2 KCNJ10 KIF1C LPCAT3 LSM5 MBNL1 MED19 MEX3B MORC3 MYO1F NPNT NR2C2 NRIP3 NXF1 OGG1 PAX5 PCDH17 PDPK1 PHTF2 PLXDC2 PTPRJ PUS3 RALBP1 RALGPS2 RFWD3 RIC3 RPL28 RPP14 RRP15 SARS1 SERPINB13 SH3PXD2A SLC6A15 SMUG1 SORCS1 SRSF7 TANC2 TMED1 TMEM201 TMEM215 TMEM95 TNRC6A TNRC6B TOGARAM1 TP63 TRABD2B UBE2QL1 UBIAD1 VPS53 WDR31 ZFR2 ZNF708 ZSCAN5A MIR8074 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR8074 ADO CORO2B DCUN1D4 EVI5 FOXO1 KDM7A MAN1A1 NRBF2 NRP2 RMDN1 ROCK2 RORA RUNX2 SEPTIN7 SOCS6 THBS3 UBQLN1 ZBTB34 MIR8075 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR8075 ACP1 ACVR1 ADCY1 AHCYL2 ARL5B ARMS2 BAAT BNC2 BORCS7 C3AR1 C6orf118 CACNA2D3 CASP8AP2 CASQ2 CD1B CD38 CDIN1 CGN CNTNAP2 CST9 CST9L DPP4 ELF1 FAM107B FAM135B FCER1A GAS8 GRM7 GSG1L GTF2H1 HLF HTR7 HYDIN IDE IL21 INPP4B ITGB8 KBTBD8 KCNB1 KLHDC8A L3MBTL3 LINGO3 LMLN LRP1B LRRC8B MEGF11 MRPL45 MS4A3 MYLK4 NADSYN1 NPVF OLFM1 PALS1 PDIK1L PDLIM4 PER2 PNPLA3 POGK PPP4R3A PRDX6 PRTG PSMF1 PTN PTPRK RAB43 RALBP1 RHOG RMI2 SACS SALL1 SH3TC2 SIK2 SLC22A15 SLC38A1 SLC8A2 SNCA SOX6 STUM TBR1 TLR1 TMEM33 TMOD2 TMTC1 TNRC6C TRIM67-AS1 TSPAN14 TSSK1B UBE2D3 VSIG1 WFDC10B XPR1 ZDHHC15 ZDHHC3 ZNF184 ZNF213 ZNF37A ZNF569 ZNF655 ZNF75A MIR8076 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR8076 ADCY9 AK3 AK9 ALCAM ANXA4 AP2B1 API5 APOBEC3H ATP6V1G1 ATXN1 BACH2 BOLA3 BVES CCDC82 CCSER1 CHD1 CHL1 CLIC2 CLOCK CNOT9 COL4A4 COL6A6 COX20 CPM CRADD CSF2 DIAPH3 DNAJC24 DSE DSP EBF1 ENTPD1 EPC2 ETNK1 EXOSC8 FAM110B FAM120B FAM13B FAM81A FCF1 FLRT3 FMR1 FRA10AC1 G3BP2 GALR1 GFRA2 GNAQ GNB5 GNPDA2 GRIA2 HOMER1 HS3ST1 HYDIN IDI2 IGF1 ILF2 INA INO80D INPP5E ITGA9 KCNAB1 LINC02898 LIX1 LPP LRRC58 MBTD1 MEX3C MMUT MPLKIP MYH10 NUDCD2 PAQR3 PCSK5 PDE5A PDK3 PLAG1 PLXDC2 POC5 POLR2K PPP1CC PPP2R3A PRR27 PSEN2 PSMD12 PTPRC PURA PURG RBM45 RC3H1 SAMD12 SBSPON SCAI SENP2 SEPTIN14 SEPTIN7 SKIL SLC12A2 SLC2A13 SMARCA4 SMARCAD1 SPRED1 SREK1IP1 SWSAP1 SYN2 TCEA1 TENT4B TMTC3 TPH2 TRAPPC3L TRIM50 TRIM58 TRMT10A UBE2D1 UBL3 UGT2A1 UGT2A2 USP38 UST UTP25 VCPIP1 VTA1 XPO4 ZBTB20 ZBTB25 ZFHX3 ZNF346 ZNF519 ZNF664 MIR8077 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR8077 AFF3 ALDH3A1 ARF4 ARX ATP6V1C1 ATPAF1 BTRC C1QTNF3 CDH2 CHD9 CHRD CHRM1 CLPTM1 COL19A1 CREB3L1 CYP2U1 DHX40 DSTYK EFCAB5 EPYC EVPLL FEZ2 FGF14 FUT4 FXYD6 GCG GLIPR1L2 GNAT1 GPR89A GPR89B GRSF1 GSTM2 GTF2I HMMR HSPB7 KDM7A KIAA1549L KIF3B LGR6 MEIS2 NAALAD2 NUDT13 P2RX1 PAK3 PGK1 RAB6B RNF180 RNF38 RNGTT SFXN5 SH3BGRL2 SLC10A7 ST3GAL1 ST7 TARDBP TMEM47 TOP2A TRIM33 UBL3 UGT2B4 UHRF1 USP3 VASH2 XKR6 ZC3H12B ZNF248 ZNF407 ZNF85 MIR8078 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR8078 BCAP29 BRWD3 CCSAP CFAP45 EIF2S1 GALM GREB1 HECW1 HERPUD1 HOMEZ KCNH8 LRRK2 MYCBP2 NAT1 NEDD9 PITPNA RORA SERPINB7 SLC1A3 SLC22A9 SLFN14 SUPT3H TMEM184C UGT3A1 WNT8B ZBTB39 ZCCHC14 ZG16 ZNF670 MIR8079 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR8079 AJAP1 AMMECR1L APP C11orf24 CLOCK CNTN5 CYRIA EAF1 FSBP HNRNPR KLRF1 KRTAP9-9 LCORL LEPR MACIR MBL2 MEIOC MIA3 MSL2 OPRK1 PRPS2 PURG RAD54B RBM46 RPL34 SEPTIN6 SGMS1 SGTB SLFN5 SMCO3 SOD1 SRSF8 TBRG1 TMCC1 TMEM199 TRIM22 ZNF250 MIR8080 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR8080 AAK1 ABCD3 ADRA1A AMMECR1L AP1S1 AREL1 ARL5A ASAH2B ASAP2 ATE1 C18orf25 C4orf46 CCDC14 CCDC170 CCDC177 CCNYL1 CD163 CDK19 CFDP1 CIRBP CNTN4 CSE1L CXCL5 CXCL9 DAGLB DCDC2B DDX17 DEFA4 DIRAS2 DISC1 DTD2 EBF3 EIF4E3 EPM2AIP1 FAM120A FBXO28 FERMT2 FHIP2A FRS2 GABRB2 GAREM1 GEN1 GNA13 GNG12 GPC3 GPR68 GRIA2 HDGFL3 HKDC1 HNRNPDL HOXD10 HRH4 HS3ST2 IPMK IRAK1BP1 KCTD20 KCTD4 KCTD9 KDM4A KLHL1 KLHL29 LCA5 LRRC3 MACROH2A1 MARCHF8 ME1 MEIS2 MET MFAP3 MFAP3L MPZ MTF1 MYBL1 NBEAL1 NEGR1 NEMP1 NFKBIZ NPAS3 NR4A3 NREP NSD1 PAFAH1B1 PAXBP1 PCDH12 PGM3 PLIN1 PLOD2 PLXDC2 PPARGC1B PPIP5K1 PPP1R15B PRKAR2A PRRC1 PSD3 PSMA5 RAB12 RAB30 RALA RCHY1 RELN RHAG RHCG RNF168 RPL31 RSAD1 SACM1L SAR1B SEMA4D SEPHS1 SESN3 SLC25A24 SLC25A46 SLC7A14 SMAD3 SNX20 SORL1 SSH3 STAG2 STK17B SUGT1 SUMO3 SYT1 TCN1 TENM1 TESK2 TFRC TMTC2 TNIK TOP2B TRAM1 UBE2C USP12 WDR17 WWC2 ZMYM2 ZNF326 ZNF384 ZNF831 MIR8081 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR8081 AGAP1 ARHGAP12 BTG2 CAV2 CERT1 CLIC6 CSTF2 DCK DEUP1 DOCK7 EBAG9 ENSG00000286190 ETV1 FRMD5 FZD4 GLUD1 GOLGA7 GRIK1 HDAC9 HYKK IRF6 KCNB1 LINC02873 LRRC18 LYSMD1 MAP2K4 MCM8 MDGA2 NCBP1 NCOA2 NIPSNAP3B PAX8 PIAS2 PMAIP1 RAP2A RER1 RGMB RIOX2 RNF24 ROM1 RPE SAMD9L SDC2 SH3KBP1 SLC10A1 SLC24A2 SLC25A31 SLC31A2 SLC9A2 SLF1 SRRM4 TBPL1 TMEM209 WDR33 ZC3H7A ZNF230 ZNF567 ZSWIM6 MIR8082 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR8082 ADAM12 AKAP13 ALDH16A1 ALDH9A1 ALG12 AP4E1 ARHGAP12 ARHGAP28 ASAP2 ATP12A BCL2L11 BET1L C2CD5 CACNG3 CCDC121 CCDC40 CCND2 CER1 CLCA2 CMTM7 CNOT9 CSTPP1 DAAM2 DTNA EFHC1 EIF4E ERICH3 ESRRG ETV7 FAM120C FAM161A FAM169BP FAM217A FAM222B FCMR FNDC10 FOXQ1 FUNDC2 FXR2 GFRA1 GLT8D1 GNG13 GNG2 GNPDA1 GPR84 GSG1L HGSNAT HMGCLL1 HOMER1 IGF2 IGLON5 INTS6 JARID2 JMJD6 KCNS1 KDM2A KLHL42 LIMCH1 LRRTM2 MARK1 MIEF1 MILR1 MR1 MS4A1 MTCL1 MTMR14 MYO18A NAB1 NCAPH NETO1 NOP9 NR6A1 NUBP1 NUMBL OLA1 PGR PLCXD2 PPAT PPP3R1 PURG RDH10 REL RGL1 RNF10 SCN2B SCN3B SH3BGRL3 SLC35E1 SLC35F2 SMURF1 SOX6 SPAG17 SPN SRGAP2 SRPX ST6GAL1 TAOK3 TENT2 TMEM168 TNRC18 TOM1L2 TRPA1 TSPAN14 UGDH VPS53 VWC2 WWC1 XIRP1 ZMYND11 ZNF142 ZNF213 ZNF813 MIR8083 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR8083 AFTPH ALDH1A3 APBB2 ATP8B1 AZI2 BCL11B BTBD7 C1QL3 CASK CLDN18 DCLK1 DCP1B DEFA6 DPP8 DTWD1 EIF3C EIF3CL GABRP GIPC2 GSG1 HAL HCN1 HSPA9 INTS5 ITPRID2 KHDRBS1 KIF13A KLF7 LRP4 MAML1 NRP2 PDE6H PLCH1 PRIM2 PSAT1 PTPRD SCUBE2 SFTPB SLC22A5 SLC44A1 SP7 SSH1 STRN3 SYNCRIP TMPPE TOX TTC8 TULP3 TXNIP VCAN ZBTB41 ZFP3 ZHX2 ZMYND11 MIR8084 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR8084 ABHD3 ABHD5 ABL1 ABRA ACYP2 ADGRF5 AFF4 AKT1 AKT3 ALDH1A1 ANKRD34B ANKRD40 AP1S2 ARL2BP ARL5A ATP11A ATP11B ATP11C ATXN7 B3GNT2 BAG4 BCORL1 BDKRB2 BICD2 BRMS1L BRWD3 BTBD3 C18orf25 C2orf88 CADM2 CASK CBX4 CCDC152 CDC27 CDK17 CECR2 CFL2 CPEB3 CPXCR1 CTNNA3 CTTNBP2NL DCX DEFB118 DEK DEPDC1B DESI1 DLC1 DNAJB14 DNAJB9 DUSP1 EGLN1 EID2B ELK3 ELK4 ELMOD1 ELOVL6 EP300 EPC2 FAM114A1 FAM13C FBXO38 FGF7 FLRT3 FMNL2 FOXF1 FOXN2 FRMD6 FSD1L FUBP1 FUT4 FUT9 GAB1 GCSH GOLPH3 GPM6A GPN3 GPR26 GTPBP10 HDAC9 HIPK3 HMBOX1 HYCC2 IL5 ING2 JUN KBTBD6 KHDRBS2 KISS1R KLHL5 LIN7A LRCH2 LSM12 LTN1 LUC7L3 MAP2 MAP3K1 MAP4K3 MARCHF6 MCFD2 MED12 MEI4 MGAT3 MID1 MINDY2 MIPOL1 MMAA MMD MOB4 MOCS1 MPPED1 MPRIP MSR1 MST1L MYO19 MYT1 NAP1L3 NF1 NIPBL NKD1 NOTCH1 NR4A2 NR5A2 NUP58 OGFRL1 OSBP OSBPL1A OSTM1 PARP8 PARPBP PCDH19 PCDHGA11 PCF11 PCNX4 PDE4B PDK2 PDS5B PEDS1-UBE2V1 PGM2L1 PHACTR3 PHC3 PHF21B PI4K2B PI4KB PLOD2 PPM1A PPP1R18 PPP1R9A PRDM1 PRICKLE1 PROX1 PRR23A PRRC2C PRTG PSMD12 PTPN12 PTPN21 PTS PYGO1 QKI RAB11FIP2 RALBP1 RALGAPA1 RANBP3L RAP1A RASA2 RBBP4 RBM15 RBM26 RBM46 RBSN RECK RIC1 RIPOR3 RMI1 RNF166 RNF19A RORA RPF2 RPS6KB1 RSL24D1 RTF1 SALL3 SCAI SCN5A SEPHS1 SETD9 SIRT1 SKA2 SLC10A7 SLC14A1 SLC24A1 SLC35F1 SLC6A1 SNX30 SPRTN SPRY4 SRSF1 SRSF6 SULF1 TBX18 TDG TENT2 TET1 TET2 TFAP2A THAP1 THUMPD3 TMEM185B TMEM47 TMEM68 TOPBP1 TOX TPCN1 TPGS2 TPK1 TRA2B TRPC3 TRPC5 TTF2 TXNRD3 UBE2V1 UBE3C UGT2A3 USF3 USP38 USP9X VGLL3 WASF1 WBP4 XKR8 ZEB1 ZEB2 ZFHX4 ZFP28 ZFTA ZFX ZNF330 ZNF592 ZNF711 ZNF770 ZRANB3 ZSCAN29 MIR8085 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR8085 ADARB2 ADH6 AHCYL1 ALPK3 AMER1 AMT ANK1 ANKH ANKRD45 APOBEC2 ARF4 ARFGEF3 ARHGAP24 ARRB1 ASIC1 ATAT1 BCAM BEND4 C19orf47 C2CD6 CACNA1E CADM3 CALU CAMK1D CASP2 CCDC102A CCDC97 CCNK CD164 CD209 CD8B CDC42BPA CDR2 CEP120 CHCHD3 CHRNA2 CLASP2 CLCN5 CNGA2 COL9A3 CORO1C CREB3L2 CRIPT CRNKL1 CSRNP3 CXCL17 DISC1 DLX3 DNAJB1 DNAJC5G DYNLL2 EFNA1 EHMT2 EIF1 EIF1AD ENSG00000233223 EPHB2 ERAL1 ETV3L EXD2 EXTL3 EYA3 FAM163B FAM168A FIGNL2 FMNL3 FNDC9 FOXRED2 FST FZD4 GCK GET3 GIGYF2 GNAO1 GSK3B HCN4 HDAC3 HEY2 HIP1 HIPK2 HLA-E HNF1B HNRNPL HOXC6 HSPB6 HTR1D HYAL2 IER5 IGSF3 IKZF1 INTS5 ITGA7 KCNA6 KCNAB2 KCNB1 KDM2A KIF21B LDB1 LHX2 LINC02801 LLCFC1 LRRC27 LTBP2 MAP6 MARCKSL1 METTL25B MGLL MLF2 MLLT11 MORC4 MRPL19 MRTFA MTHFR MTSS2 MUC22 MYCL MYEOV NAGA NAIP NAPA NDFIP1 NEUROD2 NPTX1 NR2E3 NRM OPCML PABIR3 PABPC1L2A PABPC1L2B PAK1 PARVA PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 PDE4D PELI1 PER1 PEX11A PIP4K2C PLBD2 PLEC PLEKHG6 PLP1 PLSCR3 PM20D1 PPFIA4 PPP1R13L PPP4R1 PRELID2 PRELP PRKCG PSEN1 RAB5B RABGAP1L RAPGEF1 RAPGEFL1 RBM20 RBPJL RIBC1 RIMS4 RNASE13 RNF220 RPH3A SCAMP5 SCN2B SCN4B SDC3 SEC24D SEMA4G SERPINB8 SHANK1 SHISA6 SHISAL1 SIGLEC1 SIX2 SLC17A7 SLC22A23 SLC36A1 SLC6A6 SMAD2 SMARCC2 SNX19 SNX20 SOGA1 SPIRE1 SRD5A3 SREBF2 SSBP2 SSR2 STK40 STX6 SYP SYT6 TBL1X TBL1XR1 TCHHL1 TFDP1 TNFRSF10B TOM1L2 TP53INP2 TRIM38 TRIM58 TRIM66 TSPYL2 UBE3A USB1 USP36 USP49 VGLL3 VTI1A WNT1 WNT9B XYLB YIPF3 YWHAE ZC4H2 ZCCHC4 ZFYVE28 ZNF385A ZNF407 ZNF444 ZNF569 ZNF703 MIR8086 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR8086 ADAMTS8 BDH2 CCT4 CNKSR2 CYSTM1 DAAM1 FBXO30 FYN GALNTL6 GPBP1 HNRNPA0 KBTBD2 NECTIN3 NLGN1 RAB22A SPCS3 TDRD15 TMEM196 TRAF3 UTP14C VAPA ZMYND11 ZNF74 MIR8087 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR8087 ABHD13 ADAM9 ADCY2 AHCTF1 AHR ANKFY1 ANKRD49 AP1G1 ARGLU1 ARHGAP12 ARHGAP32 ATF2 AZIN1 BNIP2 C17orf75 C4orf19 CACNB2 CD200R1 CDC37L1 CHL1 CRYZL1 CSRNP3 CUL3 CXCL6 DCUN1D1 DEPDC1B DGCR8 E2F3 EAF1 EDAR EDEM3 EML4 EPHA5 EPM2AIP1 ESRP2 FAM168A FMR1 FNIP2 FYN GAB3 GDAP1 GLI2 GLTP GRIA2 GUCY1A1 HEPACAM2 HIBCH HLCS HNRNPC HSPA4L IFNK IKZF2 IL23A IL2RB IMPG2 INSIG1 JADE1 KDM6A KDM7A KIAA0825 LIN28B LIPA LMCD1 LYSMD2 MAOB MAP3K15 MAPK6 MEIS3 MGST1 MPPED2 MRAS MYEF2 NAPG NCKAP5 NOL4L NOVA1 NR3C1 NSL1 OSBPL1A PAN3 PDE4D PEDS1-UBE2V1 PGAP1 PI4K2B POLR3F PRMT9 PTAR1 QRSL1 RAB5C RBPJ RCN2 REEP1 RIC1 RIMS1 RIPOR3 RORA RSBN1 RSF1 SAYSD1 SEPHS1 SH3KBP1 SHCBP1 SIN3A SINHCAF SKP1 SLC30A4 SNX9 SOX5 SOX6 SP3 SPRED1 SPTSSB SRSF4 ST8SIA4 STRN3 SYBU TDP1 TDRKH TIMD4 TLX3 TM9SF3 TMC5 TMEM263 TMX3 TRAPPC10 TSPAN3 UBE2E1 UBE2V1 UQCC6 USP33 VAPA VAV3 VCPIP1 WDCP YIPF6 ZDHHC9 ZEB1 ZNF136 ZNF280C ZNF281 ZUP1 MIR8088 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR8088 ANKRD1 CXXC5 DMTF1 DOCK7 G6PC1 NOX1 PBOV1 MIR8089 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR8089 AAK1 ABCB9 ABCC10 ACACA AKIRIN1 ANKIB1 APOM ARFIP1 ARID3B ARL10 ATF6B ATXN1L BBIP1 BCL2L1 C17orf107 CALN1 CAPN12 CARMIL3 CASKIN1 CCDC178 CCSER2 CELF6 CIC CLDN19 CLSTN1 CNGB1 CPLX2 CSKMT DAGLA DCTN5 DMWD DNAJC15 EGLN3 EHD3 ELMOD1 ENTPD3 FAM104B FAM228B FBLN1 FBXO41 FGF18 FGF19 FOXN3 FUT11 GAB2 GALNT15 GFAP GGA3 GRIP2 HACD3 HCCS HEYL HSDL1 IL6R IQSEC3 ITGA5 ITPRIP KCNJ10 KCNMA1 KDELR1 KSR2 LASP1 LHX3 LOXHD1 LYPD3 LYPD6 LZTS1 LZTS3 MAPK1 MAT1A MAT2A MBOAT7 MEIS2 MLLT6 MMUT MS4A15 MTHFR NAA40 NAGA NHLH1 NR6A1 NRIP2 NUMA1 OPRM1 OSBPL7 PAK6-AS1 PALM PCDHGA1 PCDHGA10 PCDHGA11 PCDHGA12 PCDHGA2 PCDHGA3 PCDHGA4 PCDHGA5 PCDHGA6 PCDHGA7 PCDHGA8 PCDHGA9 PCDHGB1 PCDHGB2 PCDHGB3 PCDHGB4 PCDHGB5 PCDHGB6 PCDHGB7 PCDHGC3 PCDHGC4 PCDHGC5 POPDC3 POU3F3 PPP1CA PPP1R10 PPP1R1B PPP1R9B PRKCG PSMD5 PXN RANBP1 RARB RGSL1 RNASE13 RNF170 S1PR2 SALL1 SAMD12 SARM1 SEPTIN5 SLC17A2 SLC25A14 SLC34A2 SLC38A7 SLC6A9 SNPH SNX12 SOGA1 SON SOX6 SPIB SRCAP STAM2 STX17 SUPT7L SUSD2 TEAD1 TET3 TEX36 THRA TJP1 TOX3 TRIM71 TSPAN11 TSPAN2 TTF2 UBXN4 UNC5B VAT1 VSTM4 VTI1A WDR72 XPO7 ZDHHC23 ZNF106 ZNF559 ZNF687 ZNF831 MIR8485 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR8485 AAK1 ABHD18 ABL2 ABLIM1 ACVR1 ACVR2B ACYP2 ADAM28 ADAMTS3 ADAMTS4 ADAMTS6 ADAMTS9 ADAT2 ADCYAP1R1 ADPGK ADPRH ADRB1 ADRB3 AFDN AFF1 AFF2 AFF3 AFF4 AGPS AJAP1 AK2 AK4 AKAP11 ALDH5A1 AMIGO1 AMMECR1 AMOT AMOTL1 AMPD3 ANAPC4 ANKFY1 ANKLE1 ANKRD34C ANKRD44 ANKRD49 ANKRD50 AP1G1 API5 AQP3 ARF3 ARHGAP12 ARHGAP26 ARHGEF10 ARHGEF15 ARHGEF4 ARIH1 ARL8B ARMC10 ARMC9 ARNT ASAH2B ASCC3 ASH1L ASXL1 ATAD1 ATAD2 ATE1 ATF1 ATF2 ATF7IP ATG10 ATOH8 ATP13A3 ATP2A2 ATP6V0D1 ATP9A ATXN7 ATXN7L3B AURKA B4GALT1 BACH1 BACH2 BAHD1 BAZ2A BCL11B BCL2L11 BEND7 BEX4 BGN BHLHE40 BLCAP BMERB1 BMF BMP2 BMPER BNC2 BPNT2 BRD3 BRD8 BRWD3 BSN BTLA BTNL9 C1orf216 C21orf91 C2CD2 C3orf80 CA12 CACFD1 CACHD1 CACNA1B CACNB2 CACNG8 CADM2 CADM3 CALHM5 CANX CARF CASZ1 CBL CBLN4 CBX2 CBX3 CCDC184 CCDC186 CCDC28A-AS1 CCDC6 CCDC85A CCDC9 CCN2 CCP110 CCPG1 CD19 CD2AP CD36 CD93 CDC14A CDC73 CDCA3 CDK12 CDK6 CELF1 CEMIP2 CENPBD1P CENPI CEP135 CEP350 CEP41 CEP85L CERS5 CFAP251 CHD5 CHIC1 CHRDL1 CHST15 CHUK CISD2 CLASP1 CLEC12A CLEC16A CLEC4D CLN6 CLN8 CLRN1 CLSTN3 CLTC CNOT6 CNOT7 CNR1 CNTN3 CNTNAP2 COBLL1 COL13A1 COL25A1 COL6A3 COPG2 COPS7B CORO1C CPA4 CPLX2 CPNE8 CPSF6 CREB5 CREBZF CRIM1 CRKL CRLF3 CRLS1 CRY2 CSMD2 CSNK1E CSNK1G3 CSNK2A1 CSRNP3 CTBP2 CTSV CTTNBP2NL CXXC4 CYB5R4 CYFIP1 CYLD CYP1B1 CYP24A1 CYP26B1 CYP2R1 CYP4B1 CYRIA DAAM1 DAZAP2 DBT DCAF12 DCAF7 DCBLD2 DCX DDB1 DDHD2 DDX5 DENND2D DENND5B DENR DESI2 DGKG DIDO1 DIRAS1 DLC1 DLGAP4 DMC1 DMXL1 DNAJB11 DNAJB9 DNAL1 DNM3 DOCK4 DOK6 DONSON DPY19L3 DPYD DPYSL2 DSEL DSTYK DTNA DTX4 DUSP10 DUSP22 DUSP6 DYNC1LI1 DYNLL2 DYRK1A E2F1 E2F3 EAF1 EBF2 EDNRA EEF2K EFHD2 EFNA5 EFR3B EGR3 EIF4E2 ELAVL4 ELK3 ELK4 ELOF1 EMC1 EME1 EN2 ENO2 ENPP4 ENSG00000255537 ENSG00000275993 EP300 EPG5 EPHA4 EPHA5 EPHB3 ERO1A ESM1 ETS1 EVI2A EYA4 F11R F2R FAM120C FAM131A FAM174B FAM180B FAM184A FAM216B FAM219A FAM53C FAM78B FAR1 FASLG FAXC FBN1 FBXL18 FBXO4 FBXO41 FBXO45 FBXO5 FBXW11 FEZF1 FGD1 FGF14 FGF9 FGFR3 FHIP2A FHOD1 FIGN FLT1 FLVCR2 FOXF2 FOXJ3 FOXK1 FOXL2NB FOXO1 FOXP1 FRAS1 FRMD3 FRYL FXYD6 G3BP1 GABPB2 GABRB2 GADL1 GALNT17 GARRE1 GAS7 GASK1A GEMIN8 GGA2 GID4 GJA5 GLCCI1 GNA12 GNA14 GNAI1 GNB4 GNL3L GOLGA7B GOSR2 GPHN GPR180 GPR63 GPX6 GRB2 GRID1 GRIK2 GRIK3 GRIPAP1 GRK3 GSK3B GSN GSPT2 GSTM5 GTPBP1 HAPSTR1 HAUS2 HDAC7 HEMGN HHIP HIC2 HIF1AN HIPK1 HIPK2 HLF HMGB2 HOOK1 HOXA5 HPS4 HSD17B13 HSDL1 HSPA13 HSPE1-MOB4 HUNK HYCC2 IBA57 IGF1R IGF2R IGFBPL1 IGSF9 IKZF2 IL13 IL17RA IL21R IL36G ILKAP ILRUN IMPG1 ING5 INKA2 INO80D INSR IPO5 IQSEC3 IRS1 IRX2 ISCU ITGAM ITGB3 ITGB6 ITGBL1 JADE1 JAK2 JAKMIP3 JARID2 JUNB JUND KANSL1L KAT7 KCNA4 KCNB1 KCNC4 KCNH5 KCNJ10 KCNJ12 KCNK10 KCNK9 KCNN3 KCTD11 KDM3B KDM4A KDM5A KDM7A KHDRBS2 KIAA0040 KIAA0232 KIAA0408 KIAA1143 KIAA2026 KIF13A KIF21B KIF2A KIF3C KIF5C KIFC1 KLF6 KLHL2 KLHL3 KLHL42 KLHL9 KMT2D KPNA4 KSR2 LAMP2 LAMTOR3 LANCL3 LARP4 LARP4B LBH LCORL LEMD3 LENG8 LFNG LHFPL4 LIFR LILRB2 LIN28B LINC02898 LMX1A LONRF1 LRP2BP LRP8 LSAMP LSM14A LY6G5C LYRM7 MACC1 MAP3K2 MAP3K21 MAP3K9 MAP4 MAPK14 MAPKAPK2 MAPRE1 MAPT MARCHF5 MARCHF8 MARF1 MATN1 MBL2 MBNL3 MBOAT2 MC2R MCAM MCTS1 MDGA1 MED13 MED24 MED28 MEF2A MEF2B MEF2D MEGF9 MEIS2 MET METAP1 METTL16 MFSD2A MGAM MGAT5 MINDY2 MLLT6 MLXIP MLXIPL MMAB MMS22L MOB3C MOB4 MOBP MON2 MOSMO MPP2 MRAP2 MSL1 MSX2 MTF2 MTMR9 MTX3 MUC15 MVB12B MYADM MYLK MYO16 MYSM1 NAB1 NACC1 NACC2 NAMPT NAT8L NAV1 NBEA NCOA2 NCOA3 NDC1 NDRG4 NDUFA5 NDUFS1 NDUFS2 NECAB1 NECTIN4 NEK7 NEO1 NET1 NEURL1B NEXMIF NFAT5 NFYC NHLRC2 NHS NKTR NLK NLRP11 NLRP8 NOG NOS1 NOS1AP NOTCH2NLA NPAP1 NPAS3 NPTX1 NPTXR NR2C2 NR6A1 NRARP NRF1 NRG3 NRIP1 NRP2 NSD1 NSD3 NUFIP2 NUP58 NUS1 NYAP2 OAS3 OBI1 OCLN OFD1 OLFML2B ONECUT2 OPN5 OTUD7B OTULIN OTULINL OVOL1 P2RY1 P2RY2 PABPC1L2A PAGR1 PAK3 PAK6 PALM2AKAP2 PAPOLA PAPPA PARD3B PARN PARVA PAX3 PAX5 PAX7 PCBD1 PCBD2 PCDH9 PCDHB13 PCGF2 PCK1 PCNX1 PCSK2 PDCD6IP PDE1A PDE3A PDE7A PDGFRA PDK4 PDP1 PDZD4 PEAK1 PGAP1 PGM2L1 PHAF1 PHEX PHF21A PHF3 PHF6 PHIP PHKA1 PHLDB2 PI15 PIAS1 PIGS PIK3R1 PINX1 PIP4K2A PITPNB PKIB PKNOX1 PLA2G4A PLA2G7 PLAG1 PLAU PLCL1 PLCXD1 PLCXD3 PLEKHA2 PLEKHG7 PLEKHH1 PLET1 PLPP1 PLXDC2 PLXNA4 PLXNC1 PNMA8A PNPLA2 PNPO PNPT1 POC1B POLR1F POLR1G PPARGC1A PPARGC1B PPIC PPIP5K2 PPM1B PPM1H PPP1R13B PPP1R1C PPP2R1A PPP2R2C PPP2R5C PRDM5 PRKCA PRKX PROSER2 PROX1 PRR14L PRR23C PRR27 PRSS23 PRUNE2 PSD3 PSD4 PTBP2 PTBP3 PTCH1 PTEN PTGES PTGFRN PTP4A2 PTPN3 PTPN4 PTPN9 PTPRC PTPRJ PUM2 QSOX2 RAB1A RAB3C RAB6B RABGAP1 RABL3 RAD54L2 RADX RAI1 RALGPS1 RAP2A RAP2B RAPGEFL1 RAPH1 RASGRP3 RASL12 RASSF2 RBM41 RBPJ RDH10 RDX RECK REEP3 REEP4 RGMB RGS7 RHBDL3 RIMS1 RIMS3 RMND5A RNF11 RNF112 RNF121 RNF138 RNF144B RNF185 RNF19A RNF19B RNF216 RNF217 RNF38 RORA RPRD1A RTF1 RUNX1 S1PR2 S1PR3 SAMD4A SAR1B SATB2 SBNO1 SCG2 SCLT1 SCN4A SCN8A SDCBP SEC31A SEC63 SEL1L3 SELENOT SEMA4C SEMA6D SENP7 SEPTIN3 SEPTIN8 SERBP1 SFN SGCD SGIP1 SGK1 SGPL1 SH3GL2 SH3PXD2A SH3TC2 SHB SHISA5 SHISAL1 SIAH1 SIGLEC15 SIK1 SIN3A SKIL SLAIN2 SLC11A2 SLC12A2 SLC16A9 SLC1A4 SLC1A5 SLC25A12 SLC25A2 SLC25A22 SLC25A37 SLC25A44 SLC25A46 SLC2A4RG SLC30A3 SLC35A1 SLC35A3 SLC35B4 SLC35E3 SLC36A1 SLC39A10 SLC39A2 SLC41A2 SLC44A1 SLC4A7 SLC5A7 SLC5A8 SLC6A14 SLC6A17 SLC6A19 SLC6A6 SLC7A11 SLC7A2 SLC8A1 SLF2 SLFN13 SLFN5 SLITRK4 SMAD2 SMAD6 SMC5 SMCHD1 SMCO4 SMG7 SMIM15 SNAP91 SNRK SOCS6 SOCS7 SOGA3 SORBS2 SORT1 SOX9 SP1 SP6 SPATA17 SPEN SPIN1 SPIN2B SPINT3 SPIRE1 SPN SPOCK2 SPOPL SPRY3 SPSB4 SPTA1 SRC SRCIN1 SRF SRGAP3 SRRM4 SSBP2 SSH1 SSH2 SSR1 ST8SIA1 STAG1 STAM2 STARD13 STARD8 STAT5A STAT5B STBD1 STK17B STK3 STK36 STMN4 STRBP STRN STX1B STYK1 SULF1 SV2A SYN2 SYNPO2 SYNPO2L SYT1 SYT15 SYT17 SYT2 SYTL4 TAL1 TBC1D13 TBC1D2B TBCK TBX4 TCEAL7 TCEAL8 TCF7L1 TENT4B TENT5A TENT5C TFAM TFAP2C TFCP2 TGFB2 THAP11 THUMPD1 TIFA TIGIT TIMM10 TIMM10B TIMM23B TIPRL TLK2 TM9SF3 TMC7 TMEM108 TMEM132B TMEM178B TMEM196 TMEM201 TMEM245 TMEM30B TMEM35A TMEM67 TMEM68 TMEM79 TMEM80 TMEM8B TMOD2 TMPRSS13 TNFRSF21 TNFSF4 TNFSF9 TNIP1 TNIP3 TNPO1 TNRC6B TNRC6C TP53BP1 TP53INP1 TP63 TPCN1 TPGS2 TPM1 TPPP TPTEP2-CSNK1E TRABD2A TRIM2 TRIM44 TRIM45 TRIO TRPS1 TSEN34 TSPAN2 TUB UBE2H UBN2 UBR3 UBTF UCHL5 UGT8 UHRF2 UMPS UNC13A UNC5A UNC5B UNC5C UNC80 UQCC1 USF2 USF3 USH1G USP27X USP31 USP37 USP7 USP9Y UTY VAC14 VAMP2 VAPA VAPB VAT1 VEGFA VENTX VGLL4 VPS13D VRK3 VSTM2A WDFY3 WDR26 WDR3 WDR37 WDR5B WDR72 WDR82 WSCD2 WT1 XKR6 YIPF4 YTHDC1 YWHAB YWHAQ ZBTB18 ZBTB2 ZBTB20 ZBTB34 ZBTB4 ZBTB41 ZBTB42 ZC2HC1A ZC3H12B ZC3H12C ZCCHC24 ZDHHC21 ZDHHC22 ZER1 ZFAND6 ZFP14 ZFX ZHX2 ZKSCAN4 ZMAT2 ZMAT3 ZNF134 ZNF264 ZNF266 ZNF281 ZNF33A ZNF33B ZNF346 ZNF428 ZNF483 ZNF493 ZNF529 ZNF536 ZNF549 ZNF557 ZNF562 ZNF585A ZNF629 ZNF670 ZNF736 ZNF740 ZNF770 ZNRF2 ZSWIM5 ZSWIM6 ZXDA ZYG11B MIR873_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR873_3P ANGEL2 ATF7 BAG5 C2orf72 CA12 CD40LG CDK2AP1 CELF3 CHMP5 DPP4 EFEMP1 EMC2 EML4 FCMR FMO2 FRAS1 GDPD5 GHR HTR2C IL17D INTS4 IRAG1 KHDRBS2 KMT2A KRT23 KRTAP7-1 LRPAP1 LRRN2 MAP3K2 MTFR1L MTMR4 NAIP NUDT4 PAN3 PDHA2 PGM3 PPM1D PSMD14 PTPDC1 RBM8A RC3H1 RELL1 RFX5 SCGB2B2 SGIP1 SLC1A1 SLITRK5 SORBS1 SRL TNFSF8 TNRC6B TRMT1L TXNIP UBAP1 UGT2A3 VGLL2 VKORC1L1 WNT3 YWHAB ZNF550 ZNF814 MIR873_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR873_5P ABCA1 ABCE1 AFAP1L2 AHNAK ANKRD27 ARGLU1 ARHGEF11 ATP2B1 ATP6V1G1 ATP8B2 BCL7A BPGM BSCL2 BTBD9 CACNB2 CCDC60 CCN5 CDK15 CEACAM8 CEMIP2 CHRNA5 CLEC17A CNNM4 COX6C CSGALNACT2 CTBS DHRS12 DNAJC18 DPF2 DSG2 E2F7 EGLN3 ENAH ENDOV EPB41L4B EPB41L5 EPC1 FAM83A FOXK2 GALNT1 GCH1 GPATCH2L GPRASP1 GRIK2 GTF2H1 HCLS1 HMOX1 HNRNPDL HNRNPM HPCAL4 HR IDS IGSF11 ITGB6 ITIH6 JCAD KLHL11 KPNA1 KRT20 LIX1L LYPD1 MAP4K3 MCM9 MED1 MED9 MLXIPL MROH9 MRTFA NKAIN3 NOTCH2NLA NPTN PADI2 PCSK5 PDE4D PECAM1 PER3 PGK1 PGM2L1 PHF6 PHIP PPP4R1 PRKAA1 PSD3 PSG11 PSG3 PSG5 PTGS1 PTPN12 RBFOX2 RNASEH2B S100A7A SEH1L SERTAD2 SH3RF1 SNX27 SPOCK1 SPRED3 SPRY3 SRRM2 STRA6 STRBP SYN3 TERF1 THUMPD1 TMEM266 TNRC6B TRAPPC14 TUBGCP3 TUSC3 YAF2 ZDHHC15 ZNF385B ZNF608 ZNF805 ZSCAN32 ZSWIM5 MIR874_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR874_3P ARMC1 ASB6 BDH1 BMP2K CCNE1 CD160 CNKSR2 DCUN1D3 DLGAP1 FAM53C FHIP2A GID4 GIGYF2 HIF1AN HOMER2 HTR2C KDM4A MCTP2 MEGF8 MSRB3 MXI1 NAV3 NCKAP5 NFATC1 NR2C2 NSMF NUFIP2 NUP58 PARP14 PDE1B PLD3 PPFIA2 PRDM1 PSD3 PTPN12 RASAL2 RFTN1 RGS4 RNF169 SATB2 SEC22C SH3TC2 SLC12A5 SLC5A3 SORCS1 SORT1 TBC1D20 TIMM22 TPR USP34 ZDHHC16 ZNF107 ZNF618 ZNF655 MIR874_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR874_5P AGPAT3 AHSA1 ARID3B BARX1 BRD2 BRPF1 CALU CAPN5 CBX1 CPSF7 CSF2RA DBN1 DCAF1 DNAJC24 DPH2 DTNA DYRK1B EPHB3 FYCO1 GPATCH2L HEXIM1 HMG20B IVNS1ABP KAT2A KCND3 KCNQ4 LPCAT3 MAGEB6 MARK4 MLEC MPI NCAPH2 ONECUT2 P2RY4 PDGFRB PDPK1 PEF1 PKP1 PLEKHA6 PRDM16 PTGER2 PTPN21 RAD23B RNF2 RNF26 RUSC2 SDC3 SGPP2 SNPH STK40 SUDS3 TBX6 TMEM79 TNFSF10 TNPO1 VAPB WIZ ZNF316 ZNF512B ZSWIM8 MIR875_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR875_3P ABCA12 ACER3 ACO1 ACOX1 ACSL6 ADAMTS5 ADAT2 ADGRF1 AFF3 AFF4 AGO2 AKIRIN2 AMBRA1 AMOT ANTXR1 ARFGEF2 ASB7 ASB9 ATF7IP ATP6V1A ATP8B1 B4GALT1 BMP8A BTAF1 BTRC C11orf87 C12orf29 C1orf109 C1orf21 C5orf22 C6orf62 CACNB4 CAMK4 CAPRIN1 CAST CBLB CCER1 CD109 CD34 CDKAL1 CDKN2AIP CEMIP2 CEP120 CEP170 CEP43 CEP44 CETN3 CFAP68 CGGBP1 CHCHD3 CHD5 CHST11 CHST2 CNTNAP2 COL4A3 CR1 CREBZF CRP CTDSP2 CTDSPL CTSE CYP51A1 CYTH3 DCN DCX DESI1 DHRSX DHX33 DISC1 DNAJB1 EEF1AKMT3 EGLN3 EIF5A2 ELOVL7 EPPIN ERP29 ERRFI1 ETS1 ETV5 EVC EYA3 FAM76A FAT3 FBXO9 FLRT3 G3BP2 GALNT2 GAS8 GFPT1 GJC1 GLCE GNAS GNG2 GNPDA2 GOLGA8N GPD1 GPM6B GPR161 GRIA3 GSPT1 GULP1 HBS1L HHIP HIPK2 HOXC10 ICAM1 IDE IFNLR1 IGF2BP3 IGSF21 IKZF2 IL31RA IL6ST IPO11 IQCB1 IRAK2 ITCH JADE1 KCNIP1 KCNN4 KDM4E KDM5B KDM6A KIF21A KLF2 KLHL12 KRT2 KYAT3 LAIR1 LCT LDAH LENG8 LHX9 LNX2 LPIN2 LRP3 LRRC47 LRRTM3 LTBP1 LYRM1 MANSC1 MAP1B MAP7 MARCHF5 MAST4 MBNL2 MED13 MID1 MIER1 MLIP MOB1A MPEG1 MPZ MRAS MRPL15 MRPL20 MRPL32 MS4A1 MSRB3 MTM1 MTX3 MXD1 NAMPT NAP1L1 NCALD NCK1 NCOA1 NCOA3 NDFIP2 NDRG1 NEUROD1 NFAM1 NFIB NHLRC3 NKRF NKTR NSD2 NUMBL ONECUT2 OR51E2 ORMDL1 PALMD PAQR3 PARP9 PCID2 PDE12 PDILT PELI2 PF4 PF4V1 PGR PHC3 PHIP PHLDA1 PHTF2 PIK3C2B PIK3CA PIK3CB PLEKHM3 PLPBP PLXNA4 PNPLA8 POU3F2 PRKAR1A PRKCB PSMA5 PTBP1 PTCHD4 PTPN20 PYGO1 RAB20 RAD21 RALBP1 RALGAPB RANBP3L RASAL2 RASGRP2 RC3H1 RELL1 RERE RFTN2 RNF20 RNF8 RSPO1 RTN4IP1 RYBP S1PR3 SCEL SCN2B SCN5A SEC24D SELENOP SEMA4D SETDB2 SH3TC2 SHISA6 SKIL SLC11A1 SLC24A2 SLC24A3 SLC25A24 SLC30A4 SLC35F1 SLC39A14 SLC4A8 SLC5A12 SLIT2 SMARCAD1 SNRNP48 SNX27 SOCS2 SOGA1 SOX6 SPATA5 SPOP SRP9 SRSF9 STAT3 STIM2 SUDS3 SYT1 TAF12 TANC2 TAOK1 TAPT1 TCF20 TCFL5 TDGF1 TENM1 TFE3 THEMIS TIAM1 TMEM132B TMEM167A TMEM182 TMEM196 TMEM220 TMEM45A TMEM70 TMEM8B TMPPE TMTC1 TP63 TPP2 TRIT1 TSC22D1 TSNAX TTLL5 UBE2R2 UBTD2 VIM VPS4B WDHD1 WDR48 YBX3 ZBTB20 ZC3H4 ZEB2 ZFHX3 ZHX2 ZIC1 ZMYND8 ZNF211 ZNF396 ZNF451 ZNF492 ZNF555 ZNF700 ZNF730 ZNRF2 ZYX MIR875_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR875_5P ARPC5 CARF CASD1 CEP120 CNTLN CREB5 CSGALNACT2 DNAJC24 EFCAB13 EGFR ESYT2 EYA1 FKBP5 FMO2 FNDC3B FOXF1 GCA GLS GNA13 GPALPP1 GPCPD1 ITPRID2 METTL4 MTRF1L MYLIP PGR PRKCE RAB11FIP2 RAB9B RBM7 REEP3 RFC1 RNF139 RNF180 RPE65 SH3D19 SLC2A11 SMC5 SNX18 STAG2 STON2 SYNE1 TATDN3 TLL2 TMX1 TOB2 TRAF3IP3 VKORC1L1 YME1L1 ZFHX3 ZNF333 ZNF587B MIR876_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR876_3P AAK1 ABCA13 ADCYAP1R1 AK9 AMD1 ARRB1 BMERB1 BTG1 CABYR CADM4 CAPN6 CCDC43 CLDN3 DCUN1D4 DDB1 DDX39B DIP2C DIPK2A DMD DPH6 DPP3 DYNLT1 DYRK1A EGFR EHD1 ELSPBP1 FAM89A FAT1 FNDC3B GATA1 GLS2 GOT2 HOPX IFIT3 IFNA14 IFNA16 IFNA17 IFNA4 IFNA7 IL20 IQSEC2 IRF6 JAG2 KCND2 KCNJ3 KCNMA1 KIF20A LOXL3 LPP MCL1 METTL2A METTL2B MOB3B MYH11 NIFK NKD2 NSUN5 OLFM3 PARVG PBLD PLAG1 PPIA PRR5L PRR9 PTPRD PVR RBBP6 RBP3 RDX RGS6 RNF20 SBF2 SENP1 SEPTIN7 SERPINB7 SERPINB9 SIRPA SNAP25 SPOP ST3GAL6 TEX28 TRABD2B TTC39C UBTF WAC WDFY3 XKR6 YWHAE ZDBF2 ZNF547 ZNF623 MIR876_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR876_5P ACBD3 ADAMTS17 ADRB3 ANGPT2 ANK1 ANK2 ANKRD28 ARFIP1 ASAP2 ASXL3 ATOSA ATP6V0D2 AXIN2 BACE1 BEND4 BICD2 CBFA2T3 CEP20 CHIC1 CHM CLIP4 CLOCK COLCA1 CPEB2 CRISPLD1 CRTC1 CTTNBP2NL CUX2 CWF19L1 DBN1 DCLK1 DCX DMAC1 DNAJB4 DNAJC12 DNALI1 DPP10 DYNC1I1 DYRK1A EFHC2 EHBP1 EHHADH EME1 EMP2 EPC2 ERC1 FAM240A FAXC FBXO3 FBXW10B FOXA2 GLOD4 GLRB GNAI1 GOLIM4 GPR171 GRHL1 GRK5 GTF2I HDHD2 HUWE1 ITGBL1 JARID2 KATNBL1 KDM5A KERA KLHL6 LIX1 LMAN1 LOX LPP LRIT2 LRRC28 LRRTM2 M1AP MAP3K20 MEF2C MOB1B MTF1 MYL2 N4BP2L2 NEO1 NF1 NRP2 NUDT4 NUP43 ONECUT2 OPRM1 OSBPL6 PHC1 PJA1 PREX2 PRKACB PTGDR PTGFRN PTPRT PURA QKI RAPGEF2 RIMBP2 RIMS2 RNF19B RTKN2 RTL3 S100Z SEC62 SEMA6A SEPHS1 SEPTIN10 SGTB SH3TC2 SHISA9 SLC32A1 SLC9A9 SMIM21 SPAM1 SPPL3 SRGAP1 SRSF1 SSR2 SYT14 SYT4 TBC1D4 TESK2 TFF2 THADA TM9SF2 TNFRSF9 TPH2 VIM WAC WDR77 XKR4 YTHDF3 ZKSCAN7 ZNF146 ZNF586 ZNF773 MIR877_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR877_3P ABHD4 ABI2 ADAMTS9 AFDN ALDOA ALS2 AMPD3 ANKRD29 ANKS4B ANTXR2 APCDD1L AQR ARHGAP28 ARHGAP6 ARIH1 ATP11C ATP2B4 ATP6V1A ATP8A1 B3GALNT2 BCL2L13 BLOC1S5 BRCC3 C14orf132 CACNA1E CACUL1 CAMK1D CCDC186 CD109 CDH18 CDK14 CFAP61 CHMP7 CHST2 CLCN3 CNGA1 CNGA3 CREG1 CRISPLD1 CTNNBIP1 CYRIA DCLRE1A DEGS1 DELE1 DIO2 DNAJC21 DTD1 EBF1 ECHDC1 EDARADD EIF2B2 EIF4A3 EXTL2 FADS1 FBXO40 FBXO45 FRMD4A FUT11 GABBR2 GCNT2 GCSH GGA3 GPBP1 GRIA3 GRIP1 HAND2 HINFP HLA-E HNF1B HRG IGF2BP2 IGSF5 IGSF9B ILRUN JAM2 KCMF1 KCNN3 KIAA1549 KIF5B KLF4 KLK15 KRT10 LDB3 LIM2 LMO7 LMOD2 LPGAT1 LRRC18 LTBP2 MACO1 MED19 MELTF METTL6 METTL9 MMP16 MRPL33 MRPL47 MX2 MYO1A NAIF1 NAV1 NEK9 NPHP1 NPM3 NRXN2 NRXN3 NSL1 NUDT16 NXNL2 OTUD1 P3H3 PAPOLB PAQR8 PARP16 PATE4 PEG10 PHKG2 PLEKHO2 PLXNA4 PMEPA1 PMPCB PNMA5 PPP1R11 PRKG2 PSG8 PTGFRN PTPN3 PUS10 RAB20 RAB3C RAP1A RBFOX2 RBM41 RBM7 RFTN2 RIMS4 ROR1 RPL36A-HNRNPH2 RPTN RTL5 SCML2 SCN1A SCO1 SHISAL1 SLC24A2 SLC25A33 SLC35E4 SLFN13 SLTM SMARCD1 SMC1A SNRNP48 SNTA1 SOCS7 SPATA31D3 SPATA31D4 SQLE SRP19 SSTR3 STAG2 STMN1 SUCO SUMO1 TANC1 TASOR TBL1XR1 TCF7L2 TFE3 THAP12 TIMM23B TM9SF3 TMEM106B TMEM154 TMEM207 TNFSF4 TNRC6B TRIM10 TRMT112 TRMT44 TUSC1 TYW1 TYW1B USP46 VEGFA VGLL3 XDH ZBTB41 ZBTB46 ZMAT4 ZNF24 ZNF254 ZNF37A ZNF420 ZNF430 ZNF618 ZNF626 ZNF646 ZNF737 MIR877_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR877_5P ADAMTSL1 ALDH5A1 ANKFY1 ANO6 ASTN2 ATE1 ATP11B ATP2B1 BAZ1A BTD BTN1A1 C14orf119 C15orf40 C4orf33 C5orf47 CDC40 CDKN1B CDO1 CEP350 CFHR5 CNTN3 COL6A3 CSNK1G3 CTBS DDO DEPDC4 DPY30 DYRK1A E2F5 ELF1 EPDR1 ESRP1 ETFRF1 FGB FOXD4L5 FSD1L FXR2 GALR1 GFOD2 GLDC GNB4 GRK2 HELQ HLA-DRA HOXA10 ITM2B KRTAP4-11 KRTAP4-8 KRTAP4-9 KTI12 LMAN1 LMBRD1 LOX MAP7D3 METTL13 NME4 OCSTAMP OSTC PANK3 PDE1C PHF8 PLEKHB1 POLQ POU2F1 RDX SKA2 SORBS3 STYK1 TDRD1 TLL2 TP53INP2 TRIM10 TTC14 UBN2 VGLL3 YLPM1 ZC3H12B ZFYVE26 ZKSCAN2 ZNF174 ZNF264 MIR885_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR885_3P ARMCX3 ARMH3 CDK6 CITED2 DGKA GPCPD1 GRIK3 HNRNPR IGF1R KDM3B KMT2B MARCHF3 NAT8L NEURL1B NTRK2 PAN3 PATL1 PEG10 PFN2 PPP3CB RABGAP1 RARG RAVER2 RGS8 RHBDF1 SLC25A31 SLC45A3 SOCS6 SPATS2L MIR885_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR885_5P ADD1 AOPEP ARID2 ASB5 ASCL4 ATAD2B ATXN1L C8orf88 CAMK4 CCDC71L CDC73 CDK17 CEBPD CEP170 CPEB2 CPEB3 CPSF6 CPSF7 CTNNB1 CXADR DNAJC15 DPY19L1 DYNLT5 ECE1 EIF1AX EIF1AY ELAVL1 EMILIN2 ENKUR FAM241A FAM81A FAM98A FNTA FSBP FURIN GALNT3 GPR68 GTF2H3 HMBOX1 HSFY1 HSFY2 ING3 JAZF1 KAT2B KIAA0825 KIF21A LACTB LAMC2 LCP1 LRP4 MACF1 MAGT1 MAN1A2 MAN1C1 MAP4K3 MEX3D MTMR9 MXD1 NLRP1 NME5 NSUN5 NUDCD2 NUDT21 OR51E1 OSBPL6 OXR1 PANK3 PARG PARVA PBOV1 PCSK5 PDCD6IP PDE10A PDK1 PFDN4 PGK2 PHF6 PROK2 PTGR3 RET RFX7 SEMA6A SH2D1A SLC11A2 SLC33A1 SLC35D1 SLC35F5 SMIM13 SNAPC3 SRSF6 STRIP2 SYTL4 TDRD6 TMEFF2 TMEM135 TMEM185B TMEM41A TPMT TSC22D2 UBE2N UBTD2 UPF2 VPS13A VSTM2A WNT5A WWP1 ZBTB34 ZC3H12C ZC3HAV1 ZFP91 ZFY ZNF10 ZNF281 ZNF354A ZNF367 ZNF407 ZNF516 MIR887_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR887_3P ATP2B2 CASK CCPG1 CNPY2 PLD2 TCTN3 MIR887_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR887_5P ADAM30 ANKRD17 APOBEC3F ARHGAP9 ARID4A ASPH ATG16L2 ATP1B4 BAZ2A BTD C1orf105 C2CD6 CARHSP1 CBX5 CCDC28A-AS1 CDADC1 CDC42BPA CDK8 CHP1 CLIC5 COG8 CORO1C CREM DDX6 DUSP19 EBAG9 EEF2K FAM117A FER FRMD4A GAGE1 GAGE12D GPATCH2 GPBP1L1 GPC6 GPR158 GUCY1A2 HNRNPL HOOK3 HS6ST2 IFI27L1 IGDCC3 IKZF3 ILF3 ISL2 KCNH5 KIAA1549 KLHL4 KLHL5 KRT222 LURAP1L LUZP1 MAGEB2 MAML1 MAPK10 MBNL3 METTL8 MIP MKKS MKX MLLT6 MPPED2 MTCH2 MXRA5 MYO5A NAT1 NFIC PDF PLEKHA5 PLEKHS1 PPDPFL PRSS27 PTBP3 PTPN21 RAB37 RNFT2 RPS6KA5 SKIDA1 SLC16A1 SLC36A1 SLC66A1L SMDT1 SNAPC3 SOGA1 SPATA6 SPHKAP SPI1 SRRM4 STAT6 STX5 SUCLA2 SYP SYT14 TAOK1 TECRL TENM4 TNRC6A TRIM32 TSPAN12 TTLL10 TUBB UBQLN1 VSNL1 WASF2 YWHAQ ZNF275 ZNF569 MIR888_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR888_3P ABHD13 ADAM10 ADGRG6 ADH5 ADNP2 AK6 AKIRIN2 ANKRD17 AP1S2 BLTP3A BRWD1 BTBD3 C2orf69 C7 CAMK2N1 CBX1 CCAR1 CD58 CMTM6 CNTN4 COG5 CTCF DENND1A DENND1B DENND5A DGKH EBF2 ECT2 ELMOD1 EML1 EXOG F2RL1 FAM120B FAM199X FEM1C FOXJ3 GPR82 HMG20A HMGCLL1 HNRNPU HORMAD2 IGF2R IL24 ITGB1 JAK2 KLF3 KMT2E LAPTM5 LINC02873 LNX1 LOX MAPK1IP1L MAT1A MED13 MICU2 MMD MPRIP MTUS1 NETO1 NFKBIZ NSG2 NUDT4 NUFIP2 NUP93 OSBPL11 P2RY8 PARD6B PI15 PI4KB PKIB PLAGL1 PLCL1 PLPP3 PLXNC1 PPEF1 PPP4R2 PRKG1 PSAT1 RAP2A RBM12B RBM15B RCOR3 RELA REV1 RNF144A S100PBP SALL3 SDC4 SEC24A SHISA6 SMARCAD1 SNTB1 STAG2 SULT4A1 TAF4 TAOK1 TBC1D22B TBC1D25 TBC1D8B TGFBR1 TMX4 TP53INP2 TRA2A TRIM24 TTF1 TUBGCP5 TUT4 UBE2E3 ULBP2 UQCR10 VGLL4 VPS13C VWA2 WASHC4 WBP1L WDR26 ZDHHC2 ZEB2 ZFP36L1 ZNF226 MIR888_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR888_5P ACKR4 ACO2 ACSS3 ACTN4 ADAM10 ADRB2 AFF1 AKT2 ALKBH5 ALS2 ARAP2 ARHGAP35 ARMCX4 ARPC2 ATL3 ATP2C1 ATP8A1 ATRX BHLHE41 BRAT1 BRWD1 BTBD7 C8orf48 CA8 CACNA1D CAPZA2 CASP7 CCDC47 CD47 CD58 CD96 CDC42 CDC7 CELF5 CETN1 CHD6 CLEC5A CLK4 CNOT6L COL5A2 COX5A CP CPSF2 CREB1 CRYBG3 CTR9 CYP20A1 CYP2C18 DICER1 DLL1 DPP10 EDEM1 EIF4E ELMOD1 ELOVL2 EPN2 ETV1 FAM199X FAR1 FBLN5 FBXL17 FEZ1 FGF14 FOXN2 GABARAPL2 GABRP GADL1 GCSAML GDAP2 GLUL GNG2 GPAM GSKIP GTF2H2 GTPBP4 GUCY1A2 GXYLT1 H2AZ2 HAPLN1 HAPSTR1 HDAC9 HOXB5 IFIT5 INO80D JADE1 KATNBL1 KCTD12 KIAA1522 KIF13A KPNA3 KPNA4 KRR1 L2HGDH LAMC2 LATS2 LCOR LMTK2 LRRC3 LRRC3B LRRTM3 LY6G6C MAP3K1 MAP4K5 MAPRE1 MED1 MED28 MEX3C MFN1 MGAT2 MIB1 MTHFD2L MTPN MXI1 MYO1B N4BP2L1 NADK NETO1 NFAT5 NHLRC3 NMNAT2 NUDT7 NUMB OLFML2A OTUD4 PAIP2 PAK2 PARD6G PGR PIP4K2A PLCB1 PLP1 PNISR POU3F3 PPARGC1A PPM1A PPP1R9A PRDM1 PRKACB PRKG2 PTAR1 PTGES3L RAB30 RABGEF1 RAD21 RALGPS2 RAPGEF2 RASGEF1B RB1CC1 RBAK RC3H1 RCSD1 RERE RFX3 RHNO1 RLF RLIM RNF103 RNGTT RNMT RNPS1 RPL22L1 RPL34 RPS27L RRAGC RYR2 S1PR5 SAMD8 SAR1B SCRN1 SEC22C SEL1L SEMA4C SEMA4F SERTAD2 SETD3 SFTPA1 SHCBP1 SLC16A7 SLC25A32 SLC30A5 SLC4A4 SLC6A20 SNAPC1 SNAPC3 SNX13 SOS2 SPRED1 SREK1 SS18 STAM STK38L STYK1 SUPT20H SV2B SYT1 SYT4 TBL1XR1 TDP1 TENM2 TENT4B TFEC TMC7 TMED4 TMEM168 TMEM41B TMTC4 TOMM20L TRHDE TRIB1 TRIB2 TRIM33 UBE2K UBE2V2 UCK2 USP45 VEZT VIP VMA21 WDR36 XRN1 YTHDF3 ZBTB26 ZBTB33 ZBTB44 ZEB2 ZNF248 ZNF322 ZNF33A ZNF397 ZNF641 ZNF709 ZNF765 ZNF793 MIR889_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR889_3P A1CF AASDH ABHD17B ABHD3 ABHD5 ABI1 ACTN1 ACYP2 ADGRA2 ADGRG1 ADO AKAP5 ALKAL1 ANAPC7 ANKRD50 APLN ATP5MG BBX BCAR3 BORCS7 BRD7 BRF2 C1D C7orf33 CAMK2D CAMSAP2 CAPRIN1 CD1C CDCA3 CDKN2AIP CENPC CEP97 CFHR3 CITED2 CLDN8 CLOCK CLPX CNGB3 CNTN4 COL19A1 COL2A1 CPEB2 CPEB3 CRAT CREB1 CUL5 CXCL5 CYP26B1 CYP4F3 DDX3X DDX3Y DENND2A DLG1 DPP8 DTWD2 DUSP12 ECHDC1 ELAPOR2 EPM2AIP1 ERCC6L2 EREG EVI5 FAM219A FAM83B FAM91A1 FGF12 FGFR2 FLII FN1 FOXR2 FSBP FUNDC1 GDAP2 GHSR GJC1 GLCCI1 GLIPR1L2 GPATCH2L GTF2A1 GUCY1A2 GYG1 HDX HECA HIF1A HSF5 HSPH1 IAH1 ICE2 IL20RA ITGBL1 KANSL1L KCND2 KCNH3 KCTD5 KIF18A KIF20A KIF23 KLHDC1 KLHL24 KLK7 KLRG1 KPNA1 LAMA2 LARP4 LIN7A LIN7C LRCH1 LRRC19 LRRC4 LSM3 MAGI3 MAL2 MAPKAP1 MCMBP MEX3C MINDY2 MIPOL1 MLF2 MMD MSANTD1 MTF2 MTMR7 MYZAP NATD1 NEDD1 NEGR1 NETO1 NFAT5 NR4A3 NSG1 OGFRL1 OSBPL3 OTC PCDH10 PCDH11X PCDH15 PCMT1 PDE12 PDE3A PDZD2 PER3 PGAP6 PHACTR4 PHF6 PI4K2B PLCL1 PLGRKT PLSCR1 PPARG PROSER1 PTAR1 PTEN PTER QRSL1 RAB9A RABEP1 RCE1 RD3L RGS5 RIMKLB RNF14 RNF2 RNF217 ROR1 RORA RPA1 RPS6KA6 RTL6 S100A2 SAMD3 SATB2 SCAI SCAMP1 SCRT2 SDE2 SEC11A SEMA3D SEPTIN2 SGIP1 SHCBP1 SLC11A2 SLC14A1 SLC16A7 SLC17A6 SLC20A2 SLC24A1 SLC39A9 SLC4A7 SLC66A1L SLC7A3 SMAD6 SMS SPRY1 SRP68 STK32A STOX2 STXBP6 SULT1E1 SYT10 TBL1XR1 TBX18 TCEAL1 TCEAL9 TFG TFPI2 THUMPD2 TLK1 TMEM182 TMEM59 TMTC1 TMX3 TNFSF12 TNFSF4 TOB1 TRDN TRPS1 UCHL5 UCP3 UNC80 UPRT USP1 USP15 USP6NL USP9X VPS25 VPS54 WBP4 WDR43 WDR44 WNT7A WTAP YAP1 YEATS4 YIPF4 YKT6 ZC3H12C ZDHHC17 ZEB2 ZFR ZIC1 ZIC4 ZNF275 ZNF490 ZNF624 ZNF780A MIR889_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR889_5P ACSL4 AGO3 AKR1C2 ARHGAP11A ATAD1 ATP2B4 ATXN7L1 BOLA2-SMG1P6 C2CD2 CACNA1D CARHSP1 CDV3 CDYL2 CHD1 CLVS2 CNIH1 CPLX1 CSN3 CTTNBP2 DAG1 DCUN1D4 DESI1 DIXDC1 DPH5 DTNA EBF1 EDEM3 EHHADH ELOVL6 ENOSF1 ERV3-1 ESRRG FCHO2 G3BP1 HDAC1 HECTD2 IGLON5 IKZF3 INAFM2 KALRN KAT6A KCNAB3 KCNB1 KCNJ15 KCNQ5 KCNS3 KHDRBS3 KLF13 KRT20 LMX1B LZTS1 MAPK1 MBNL2 MDH1B MFHAS1 MTMR2 MYL12A MYRIP NCOA1 NR3C2 NSA2 NTNG1 OTUD4 PDE1C PDS5B PHF13 PHLDB2 PIK3CD PITPNM2 PLCXD3 POLR3C PPP6R3 PRRC2C RAD51B RALBP1 RARB RB1CC1 RBAK RIMS2 ROBO1 ROCK2 RPL36A RUNX2 RYBP SCGB2B2 SEC14L1 SETD9 SGMS1 SLC16A6 SLC24A2 SLC30A4 SMIM13 SPATA2 SS18 SSR2 STK38 SV2B SYT1 TMEM104 TOMM22 TRIL UBE2D3 UTRN VAMP2 WDR37 WFDC13 XRCC2 XYLT2 YWHAG ZCCHC7 ZNF131 ZNF518A ZNF704 ZRANB1 MIR890 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR890 AAK1 AHCTF1 AIPL1 ALG10 AMD1 AMPD3 ANKS1B APOBEC3A ARHGAP36 ARHGAP5 ATP5MC3 BAG4 BBS10 BLOC1S6 BLZF1 C12orf29 CALM2 CAMK2D CAPN6 CCDC34 CCDC85C CFAP91 CHD3 CHP1 CLK4 CLVS1 CPED1 DGKH DGKI EGF EVI2B FAM151B FAM168A FAM221A FCGR3B FRMD6 FRMPD4 G6PC2 GALNT10 GALNT3 GAP43 GIPC2 GSPT1 GYS2 HACD1 HACD3 HAPLN1 HCAR1 HCN3 HLCS HMGN3 IL5RA ITGA2 JADE1 KDM7A LAMA4 MAP2K1 MBTD1 MOSPD3 MYCT1 MYEF2 NFX1 OR12D3 PDCD4 PPFIA2 PROK2 RAB3GAP2 RGL1 RIMKLB RIMOC1 SAMD12 SCAI SERTAD2 SESTD1 SETBP1 SGCD SNAI2 SPTLC3 SSBP1 STKLD1 TBL1XR1 TCF7L2 THAP2 TIAL1 TIMP3 TMEM170B TRPS1 TSHZ2 UBE2W URI1 USF3 USP33 YWHAQ ZC3H6 ZDHHC17 ZNF395 ZNF417 MIR891A_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR891A_3P ABL1 ABTB3 ACER3 ACVR1B ADSS2 AFF1 AKAP13 ALDH5A1 ANKRD40 AP3M1 APPBP2 ARHGEF7 ASPH BTD CADM2 CEP120 CHD5 CHMP7 COBL COL11A1 CPOX CREBRF CTNNB1 CUL2 CUL5 DGKZ EBF2 EDEM3 EEA1 EPB41L1 EPHA7 FBXO40 FBXO45 FGF5 FKTN FLNC FLT1 FNDC3A FOS GALK2 GALNT1 GALNT16 GIMAP6 GLIPR1L2 HECA HIGD2A HYOU1 IQCJ-SCHIP1 IRX2 KDM7A KLB KPNA3 LGALSL LIPH LRAT MAPK1 MAPK13 MEOX2 MLLT10 MSL2 MYOZ2 NAV3 NFIB NLGN4X NLGN4Y NRAS NRBF2 OTX1 PARP12 PARP8 PBX1 PDXDC1 PDZRN4 PHACTR2 PHF20 PJVK PLTP PPP1R12A PPP3CA PRPF40A PRRG3 PTPDC1 PTPN12 PTPRK RARRES1 RBFA RBM20 RBMS1 RGL1 RNF144A ROBO1 RTN3 SCHIP1 SCN1A SESN2 SFPQ SFTPA2 SGIP1 SH3GLB1 SLC17A6 SLC9A4 SLK SMURF1 SPC25 SPRY3 SPTLC1 SRF SRSF6 ST6GALNAC4 SYTL2 TES TEX2 TGFBR1 TMED4 TRPM3 TSC22D2 TSFM UBE2B UBE2G1 VDAC3 VKORC1 WASF3 WHRN XKR9 YBX2 ZNF131 ZNF827 MIR891B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR891B ABHD17B ACADSB ALDH3A2 ANKRA2 ARHGAP32 ARID1B ARMC8 ARMCX5 ARPC2 BAG3 BCAP29 BFAR C12orf29 C8orf34 CALM2 CBFB CCL28 CERS6 COL11A1 CPEB1 CRH CTTNBP2NL DAZAP2 DCK DCUN1D4 DIS3L DKK3 DMRT1 DNAJB9 DPY19L4 EEF1E1 EMC4 EPHA5 EYA4 FAM110B FBXO42 FGA FGF13 FIBP FMR1 FOXO3 FZD6 GH1 GH2 GLCCI1 GTDC1 HFM1 HIPK3 HLA-F HYAL4 HYLS1 IL1A IL9 INHBB INO80D KDM6A KLF7 KLRC1 KLRC2 KRT14 LARP1 LDLRAD4 LONRF1 LRRC8C LYPLAL1 MAFB MAGED4 MAGED4B MAGOHB MARCHF2 MED13 MIP MMP13 MMP8 MYBL1 NCOA2 NEB NEK7 NEXMIF NMNAT2 NRXN3 ONECUT2 OR2H1 PARP1 PFN2 PIK3R1 PRR14L PSMA1 PSMC2 PSMC6 PTAR1 PTPN12 PURB RAB9A RAPGEF2 RBM44 RBPMS RILPL1 RNF141 ROCK2 RPL22L1 SH2D1A SH3BP4 SHISA3 SLC12A5 SLC25A35 SLC25A37 SMIM9 SNAP23 SNRPF SOCS2 SPAG1 SYNJ1 SZRD1 TM9SF1 TMEM161B TNRC6B TOMM70 TRAPPC10 UBE2D3 USP10 XPR1 ZBTB44 ZFAND1 ZFAND5 ZNF207 ZNF215 ZNF277 ZNF528 MIR892A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR892A ACTR1A ADCY2 AHDC1 ANKRD12 ARHGEF7 ARID4B ASB7 ATXN1 CADM2 CDYL2 CFAP68 CHD1 CNOT7 COL8A1 COMMD6 CRKL DCAF10 DYRK1A EEIG2 EHF ERMP1 FAM3C FAM53C FCHO2 FIGNL2 FKBP5 FN1 FOXP2 GJA1 GLT6D1 GSPT1 HIGD1A HLA-DPB1 HMMR HSPB3 HTR2C IGFBP1 KCNN3 KLF5 LIMA1 LIN7A LIX1 LSM14A MAP2 MTCL1 MYLK NAA16 NCBP3 NDUFB6 NPTX1 OTUD4 PAM PAPOLB PCDH10 PCDH11Y PCDH9 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA9 PCDHAC1 PCDHAC2 PCK2 PDAP1 PHLDA3 PIGH PKNOX1 PPIA PPM1D PRKAR2B PSMD11 PTPRQ QKI RAB3B RAB6A RAB6C RAG1 RBM27 RBPJ RCOR3 RECK REEP1 RELCH RHPN2 RSRP1 RTL8C SAXO1 SCAMP1 SGIP1 SLC26A7 SLC8A3 SNAP25 SNRPE SPG11 SSBP2 ST8SIA3 STXBP5L SULF1 TCF12 THAP6 TMEM255A TRAK2 TRIM33 TRIO UBE2B UBE3A USP10 WDHD1 WDR43 XPO1 XRCC5 YPEL1 YWHAZ ZC3H12C ZDHHC11 ZEB1 ZMYND11 ZNG1E ZXDA MIR892B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR892B ABCE1 ACVR2A AMMECR1 ANK3 APLN ARHGAP19 C18orf54 CBFB CCDC186 CCNJL CEP95 CLOCK DCAF7 DCTD DLL1 DNAJB9 EIF4EBP2 ERBB4 ESRRG ETS1 FAM168B FKBP9 GBP6 GIMAP2 GIT1 GPATCH2L GPR146 GPRC5B HOXC6 IFNW1 IGF2BP1 IGSF3 INO80 KANK2 KIAA2026 KMT2E LHFPL1 LRATD1 MAP4K5 MAPK10 MAPK8 MED21 METTL8 MLLT3 MMD2 MRPL48 NUDCD1 PANK3 PDE10A PGGT1B PLAG1 PPARGC1A PRKACB RNF138 SLC10A7 SLC30A1 SLC9A3 SMAP1 SOCS6 SOS2 SPRR2A SPX SS18 STAM STARD4 SYT1 THUMPD2 TIMP3 TMEM165 TRIB2 USP10 YPEL1 ZDHHC18 ZNF248 ZNF644 ZNF662 ZNF736 MIR892C_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR892C_3P ADD3 AFF4 AGMO AKAP5 ALG2 ANAPC4 ANK2 ANKRD17 ANKRD27 ANKS1B APBA3 ARF4 ARHGEF10 ARIH1 ARMC10 ASCC1 AVL9 BBX BDP1 BECN1 BICD2 BRDT BROX BZW1 C14orf93 C3orf70 C5orf24 CACNA2D1 CAPN7 CASD1 CCL23 CCNO CD1E CDK17 CDKN1B CEP350 CHD2 CNOT11 CNPPD1 CNTN3 COLEC12 COMMD9 CREB5 CRKL CTCFL CTTNBP2 DACT1 DCLK1 DISC1 DISP2 DNAI7 DPY19L1 DR1 DSG3 DYRK1A ELAPOR2 ELAVL4 ENSG00000274333 ENSG00000276077 ENSG00000277067 EPS8 ERC2 ERI2 ESS2 EXOC4 EXOSC3 FAM120A2P FAM8A1 FGD4 FILIP1L FSD1L GABPA GALNS GAN GARNL3 GIN1 GJA1 GNPTG GPR173 GPR75 GRM3 GSDME GUF1 HAT1 HMGB3 HOMEZ HORMAD1 HP1BP3 HS3ST3B1 IGIP IMMP2L INKA2 INTS8 JADE1 KBTBD3 KCNH5 KCNK2 KCTD15 LAMC1 LEF1 LIFR LIG4 LOC102724701 LRP1B LXN MAP3K20 MAPRE1 MBOAT2 MKLN1 MRPS23 MTMR6 MZF1 NAP1L5 NCOA7 NDST3 NFE2L3 NFIB NKX6-3 NOC3L NPHP1 OIT3 PACSIN2 PAN3 PAQR9 PDE10A PGM2L1 PHF6 PIGK PIP4P2 PKN2 PLAG1 PLPP6 PNN PPA2 PPP1R10 PPP3CB PRKAR2B PTPRJ PTPRR PURA RAB21 RAB42 RASGRP1 RBFOX1 RIC1 RIMKLB RNF139 RORA RPA1 RPS16 RPS6KA3 RYK SCAI SCX SEC23A SEC61A2 SEC63 SERINC1 SERTAD2 SF3B1 SIAH1 SIPA1L1 SLC27A6 SLC7A11 SMAD4 SMIM12 SNAI2 SNRPD3 SNX18 SON SOX7 SP3 SPRYD7 SRCIN1 SRD5A3 SS18L1 STAM2 SULF1 SUMO3 SUPT6H SYPL2 TENM1 TENT4B TES TFAP2B TIMP2 TIMP3 TLL1 TMED7 TMEM232 TMEM87A TMOD2 TNFSF13B TNPO1 TSPYL5 TTC21B TYW5 UBA6 UBE2D1 UPF1 VEZT VPS41 WDR17 XKR6 XKR8 YIPF6 YWHAE ZDHHC21 ZNF140 ZNF621 ZNF644 ZNF692 MIR892C_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR892C_5P AAK1 ACKR2 ADAM12 ADAR ADNP AFF1 AGTR2 AKR7A2 ANKRD28 ANKS1A ARL13B ARL17A ASCC3 ASPHD2 ATAD5 ATP11C ATP1B2 ATP5MG AZIN1 B3GALNT2 BBIP1 BCKDHB BMP3 BPNT2 BRWD1 C5orf24 CACNA2D1 CALB1 CBFB CCDC40 CCDC88C CCNA2 CCPG1 CCSER2 CD34 CDK19 CDKN2C CDYL2 CEP192 CETN3 CFHR2 CFL2 CLEC2D CLTRN CNOT6 CNOT6L COBL COPB1 CPM CRIPT CRYL1 CTNNB1 CUL3 CUL9 CYP2B6 DAZL DBR1 DCLK1 DCP1B DCUN1D5 DHX32 DMAC1 DMC1 DNA2 DNAAF4 DNAJC21 DNAJC22 DNAJC27 EFR3A EFTUD2 EIF2S1 EIF4A1 EIF4B ENSG00000266560 EPHA6 EVI5 EXOC6 FAM168B FANCC FBXO4 FER FOXA1 FRS2 FZD3 G3BP1 GAB1 GAS2L3 GFM2 GPATCH2 GREB1 GRIA4 GRIK2 GRK3 HDAC8 HESX1 HNRNPH3 HOMER1 HOOK3 HOXA3 HTR1D HYKK IBTK IGSF1 IL19 IL22RA2 KANSL1 KATNA1 KAZALD1 KCNC2 KCNK2 KCTD6 KDM7A KIAA1549L KLHL34 KNDC1 KRTAP9-2 KRTAP9-3 KRTAP9-4 KRTAP9-8 L3MBTL3 LAMB4 LAMC1 LARP1B LDLRAD1 LGR4 LGSN LIAS LMNTD1 LPP LRRC1 LYSET MAGEA1 MAGEA12 MAGEA2 MAGEA2B MAGEA3 MAGEA4 MAGEA5P MAGEA6 MAGI1 MAN1A2 MARK1 MBL2 MCC MDM1 ME2 MEOX2 MIER1 MINAR1 MKLN1 MSANTD3 MSX2 MTMR9 MTSS1 MTUS1 MTX2 MYLK4 NAALADL2 NCKAP5 NFAT5 NOC3L NPVF NUDT4 NUP58 OCA2 OCRL OGFR PAN3 PANK3 PARD6G PAX6 PCDHB15 PCGF3 PCGF5 PDIA4 PDIA5 PFN1 PHLDA1 PIK3CA PLA2G2A PLAA PLCL1 PLEKHA2 PLEKHF2 PLPP6 PLXDC2 POLDIP3 POLR3K PRICKLE1 PROX1 PRTFDC1 PTGER3 PTPRN2 PTPRU RAB18 RAP2C RBAK RBM27 RBM41 RFX3 RHOJ RNLS ROCK2 RP2 RPL23A RTL8A RUFY2 RUFY3 SAMSN1 SCAF11 SDHAF4 SDSL SEMA3D SEPTIN10 SEPTIN6 SHE SHROOM3 SLC16A7 SLC24A1 SLC7A6 SLFN5 SLITRK5 SLMAP SMPDL3A SNAP25 SOD2 SOX6 SPAG9 SPATA18 SPATA8 SPATA9 SPECC1 SPOCK1 SPON1 SQOR SRBD1 SRP72 ST3GAL2 STATH STK38 STON1 SYNPR TAF2 TBC1D15 TBPL1 TCEAL1 TCF4 TFAM TFPI THSD7B TMEM100 TMEM109 TMEM183A TMX3 TNFRSF11B TNIP3 TOMM20 TREM2 TRIO TRUB1 TSN TSPYL4 TTC33 TTPA TULP3 TXN UBE3A UBN2 UBXN2B UNC80 URI1 USP42 VAMP7 VAPB WDR3 WNK1 WRN YES1 YIPF6 ZBTB1 ZBTB2 ZBTB33 ZC2HC1A ZC3H6 ZCCHC3 ZFR ZNF652 ZNF664 ZNF676 ZNF704 ZNF728 ZRANB3 ZSWIM6 MIR920 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR920 ABI2 AK9 ATP11A ATP8A1 ATP8A2 ATPAF1 CCDC157 CDK19 CLEC4E COL9A2 CUEDC1 DSE DUSP23 EDA2R FBXO10 FLRT1 GINS2 HIC1 IPO13 KAT6A LAMTOR3 LMX1A LY6G6C MBNL3 MICAL3 MYCT1 MYORG NETO2 NOA1 NPTX1 NUCB2 OR11A1 OR7D2 PLXNA4 PML PPFIA4 PPP1R18 PRX PTAR1 RAB9B RASGRP3 RBPMS2 RGR SHPRH SMCR8 SPRYD4 ST8SIA1 STK36 THRB TNRC6B VPS36 ZNF510 MIR921 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR921 ACKR3 ADAM9 ADD3 AMMECR1L APPBP2 CADM1 CDH2 CNOT6L CSRP1 CTBP2 DAAM1 DNAJB9 FOXC1 FOXO1 FRAS1 GCNT3 GID4 HSF2 HSPH1 ITGA8 KCTD5 KDM7A KIF2A KMT2C LRRC3B LSAMP MAGI3 MAP1LC3B MYH11 NAT2 NIPA2 NMD3 NRXN3 NUDT15 NUP107 PFAS PON1 PPM1D PRKCQ PTGER4 SELENOT SGK2 SLCO2A1 SMARCA5 SMPX SPATA18 SPRTN TBC1D25 TLR5 TMEM260 TPP1 TRIM6 TRIM67 TRPM6 TTYH3 VPS36 YTHDF1 ZBTB18 ZFYVE21 ZNF572 ZNF644 MIR922 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR922 ACSL1 ACVR1B ADAMTS19 ADGRL2 ADSS2 AGMAT AMMECR1L ANK3 ANKRD28 AP1G1 APH1A ARF4 ARID2 ARL8A ATF1 ATG16L1 ATP2A2 ATP2B1 BAZ2A BMP2 BNIP3 BTAF1 C11orf97 C17orf49 CAB39L CAMK2D CCDC88C CD300LD-AS1 CDH8 CDK13 CERT1 CLDN18 CLIC5 CREBZF CSTF1 CUL2 DICER1 DLK1 DLL1 DMXL2 ELOVL4 ENTREP1 ERRFI1 ESR2 ESRRG EXOC3L2 FBXW7 FGF14 FHL5 FIGN FRAT2 FUNDC1 GCC2 GDNF GOLPH3 GPD1 GPM6B GPN1 GPR156 GPR85 GRIA2 GSK3B HIF1AN HIPK3 HS3ST2 IHH IL19 INO80C IRS1 ITGB8 JOSD2 JPH1 KBTBD2 KCNC2 KDM2A KICS2 KIF21B KRT1 KRTAP24-1 LATS1 LATS2 LGI3 LHFPL4 LRP2 LYAR MAP4 MBNL1 MCTP2 MECOM MEF2A MICAL2 MIEF2 MLXIP MMS19 MNT MSI2 MTF1 MTMR4 NAA30 NEK7 NEO1 NFYB NR4A2 NSD1 ODF3 OSBPL3 PAIP2B PANK2 PATL1 PCBP1 PCMT1 PDLIM5 PFKFB2 PHC3 PI4K2B PLD5 PPP6C PRDM6 PRKAR2A PROX1 PRR14L PTPN14 PTPN23 PWWP2A PYM1 RBM34 RC3H1 REEP1 RIOK2 RNF169 RNF2 RNF213 SACS SCP2 SEC24C SEC31A SFTPB SLC23A2 SLC66A1L SLC66A3 SLC8A1 SLCO6A1 SMPD3 SNX12 SOCS1 SOX11 SPATS2L SPCS2 SPEN SPRY3 SPRY4 SPTY2D1 SRRM4 SRSF6 STRN STRN3 STX17 SULF1 SVEP1 TAOK1 TAOK3 TBL1XR1 TEX101 TFF3 TGIF2 THBS2 TICAM2 TLK1 TMPO TNPO1 TOM1L1 TRA2B TRIM33 TTC14 TTC28 UBE4A UBR2 UCHL1 UNC13C USP10 USP30 VSTM4 WNT7A XPO4 YLPM1 ZBTB39 ZFHX3 ZNF254 ZNF302 ZNF382 ZNF398 ZNF474 ZNF592 ZNF706 MIR924 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR924 AFAP1L2 AGMAT ARPC5L AXL BEND2 BMPER CDKL3 COMT DCBLD2 DUSP5 ELK1 ELOC EYA2 FAM20A FAM78A FCHSD2 HIRIP3 IL36G KIRREL2 MACO1 MAN2B1 MAP3K1 MMACHC MR1 NUP160 NYAP1 PAG1 PCSK1 PIK3AP1 RALGAPB RGMB SDHD SELENOP SGCD SKIL SPRY2 SULF1 TAF5L TBC1D8B TENM4 TFG TIMD4 TMEM67 TWF1 USP42 VWA3A WEE1 WIPF2 WTAP YBX2 ZBTB33 MIR92A_1_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR92A_1_5P ABHD14A-ACY1 ACY1 AKAP6 ANKS1A ARMC7 ATN1 ATP2B2 BBX BCAM BLOC1S3 CEP128 COL1A1 CXCL9 EHD1 FBXL16 FBXO27 FCGR3B H2AZ1 HDLBP HOXC13 IPPK KAT14 LMLN MAGI1 MLLT6 MSI2 NRP2 ODF2 PALLD PPME1 PRKCA PRR30 PUDP S100A9 SF3A3 SH3TC2 SIX4 SLC25A23 SLC2A1 SOWAHA TMEM59 TNC TOB1 TRPS1 WFDC2 ZBTB34 MIR92A_2_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR92A_2_5P ACER3 ADAMTS19 AGO1 AIF1L ANO10 APH1A AR ARF3 ARFGEF3 ARHGAP29 ARHGEF11 ARPP19 ARRB1 ATP6V0A1 ATXN1L B4GALNT1 BAZ1B BCAM BCL7A BHLHE40 C12orf43 C2CD2L CAMK2A CAMTA1 CASTOR2 CBX7 CDC42EP1 CELF3 CELF5 CELSR2 CHD3 CLIP2 CMIP COL5A3 CREB3L1 CREG1 DBP DDRGK1 DERL3 DHX8 DIAPH1 DIRAS1 DLGAP3 DLK1 DMPK DNAJB5 DNMT3A DPP9 DUSP3 DUSP8 EFNA3 EHMT2 ELAVL3 ENTPD2 EPHA8 ERGIC1 ERI3 FAM222A FAM240A FASN FBXO33 FCHSD1 FIBCD1 FOXP4 GAP43 GATAD2B GDI1 GIPC1 GIT1 GNPAT GRK3 HELZ2 HIC2 HNF4A HNRNPUL1 HOXC4 HYOU1 IFFO2 IQSEC2 JRK KCNQ4 KCTD13 KIF20B KLHDC7A KMT2D KSR2 L1CAM LDAH LELP1 LENEP LIPT2 LRCH4 LRFN2 MAPK3 MARCHF4 MAT2A MAVS MBD3L2 MBD3L3 MBD3L4 MBD3L5 MBD6 MECP2 MED8 MEF2D MEOX1 MEX3A MIER2 MIF4GD MIGA2 MLKL MLLT6 MMP28 MOCS1 MRPL49 MTA1 MYO18A MYO7B NACC1 NALF2 NFAM1 NFASC NFIC NFIX NKAIN1 NOVA2 NPSR1 NPTXR PAPPA2 PBX2 PCBP4 PDE1B PLA2G2D PLAGL2 PLEKHM1 PPP1R10 PPP1R9B PPP2R5B PRDM11 PTGFRN RAB3A RAB44 RABL2A RAD1 RALGPS1 RAMP2 RANBP10 RCE1 RIMS3 RNF208 RUNX3 S100A1 SAMD4B SAXO1 SCAMP5 SCRT1 SELL SEPTIN9 SERF2 SETBP1 SF3B3 SGCD SH3PXD2A SHFL SIRPA SKI SLA2 SLAMF8 SLC22A11 SLC22A6 SLC35A2 SLC4A1 SLC6A17 SLC6A8 SLC7A1 SLIT1 SMARCC2 SMG5 SPIB SPTB STAT6 STMN2 STMN3 STX1B SYNGAP1 SYT7 TBC1D22B TFAP2B TFE3 TGM2 TMEM104 TNRC18 TNRC6A TOM1L2 TRIM3 TSC1 TUBB UBAP2 UGT3A1 VAX2 VTI1A WAS WDTC1 WFDC12 WNT1 ZBTB4 ZBTB7A ZDHHC3 ZFP36L1 ZMIZ1 ZNF275 ZNF385A ZNF574 ZNF703 ZNF764 ZSCAN26 ZSWIM4 MIR92A_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR92A_3P AADACL3 ABHD13 ACOX1 ACTC1 ADAM10 ADAM19 ADAMTSL1 ADAMTSL3 ADCY3 ADGRF2 ADRB1 AFF1 AFF3 AGO3 AIDA ALKAL2 ANKIB1 ANKRD28 ANKRD44 ANO8 ANP32E APBB2 APPL1 ARF1 ARHGAP24 ARHGEF17 ARID1B ARMC1 ARPC2 ARRDC3 ARRDC4 ASPH ASPN ATG14 ATP6V1B2 ATP7A ATRX ATXN1 ATXN3 B3GALT2 BAHCC1 BAZ2B BCAT2 BCL11A BCL11B BCL2L11 BLTP1 BMPR2 BSDC1 BSN BTG2 C11orf24 C19orf12 C21orf91 C5orf24 C6orf62 C8orf44-SGK3 CACNA1I CADM2 CALN1 CASD1 CBFA2T3 CBLN4 CCDC113 CCDC186 CCNC CCNJL CD2AP CD69 CDCA7L CDK16 CDKL5 CELF2 CHCHD10 CHRM5 CIC CLCN5 CLDN11 CNEP1R1 CNIH1 COG3 COL19A1 COL1A2 COL27A1 COL5A1 COX20 CPEB2 CPEB3 CPEB4 CPNE8 CSMD3 CTTNBP2 CUX1 CXCL5 DAAM1 DCAF6 DDX3X DDX3Y DENND1B DENND4B DMXL1 DNAAF9 DNAJB12 DNAJB9 DOCK5 DOCK9 DPP10 DSC2 DSTYK DTX2 DUS2 DUSP10 DUSP5 DUSP6 DYRK2 EDEM1 EDEM3 EFR3A ELK4 ELOA ELOVL4 EOMES EPC2 EPG5 ERGIC2 ESRP1 EVI5 FAM135A FAM20C FAM24A FAM81A FBN1 FBXO28 FBXO33 FBXW7 FCHO2 FHIP1B FHIP2A FHL2 FKBP1A FMN2 FMR1 FNBP4 FNIP1 FNIP2 FOSL2 FOXN2 FRY FXR1 FZD10 G3BP2 GATA2 GATA6 GFPT2 GID4 GIT2 GLCE GLRA1 GLYR1 GNAQ GNPDA2 GOLGA1 GOLGA3 GOLGA4 GOLGA7 GOLGA8A GPBP1L1 GPC6 GPR137C GPR158 GPR180 GRAMD2B GRHL1 GRIA1 GRM7 GTF2A1 HAND2 HCN2 HERPUD2 HIPK1 HIPK3 HIVEP1 HNF1B HS3ST5 HYCC2 IBTK IDH1 IL36B INSIG1 IQGAP2 IRS2 ITGA5 ITGA6 ITGA8 ITGAV ITPR1 ITPRID2 JMY JOSD1 KAT2B KBTBD8 KLF2 KLF4 KLF8 KLHDC10 KLHL11 KLHL14 KLHL15 KLHL29 KMT5B LATS2 LHFPL2 LIMCH1 LIN54 LMBR1L LONRF3 LRCH1 LRRC1 LUZP1 LYST MACIR MAGEC2 MAN2A1 MAP1B MAP2K4 MAP3K20 MAP7D3 MAPK8 MARCHF4 MAST4 MBOAT2 MCL1 MCOLN2 MED19 MEF2D MFF MFHAS1 MIA3 MIER1 MINAR1 MMD MMP10 MOAP1 MORC3 MPP1 MSR1 MTF1 MTMR9 MYCBP2 MYH9 MYLIP MYO1B MYO5A NCAPH2 NCKAP5 NEDD4L NEFH NEFL NEFM NF2 NFYB NFYC NIPAL1 NIPBL NKX2-3 NKX2-4 NOTCH1 NOX4 NPC1 NPNT NR4A3 NRG1 NSF NSMAF NSMF NUFIP2 NUP43 OSBPL5 OTUD3 OTUD4 P3H3 PALLD PAPOLA PAPSS2 PAX3 PAX9 PAXBP1 PCDH11X PCDH11Y PCDH7 PCGF3 PCMTD1 PCOLCE2 PCYT1B PDE10A PDZD2 PDZD8 PEAK1 PER2 PGBD2 PHF3 PHLPP2 PHTF2 PIAS4 PIK3AP1 PIK3CA PIK3CB PIK3R3 PIKFYVE PIP5K1C PITPNA PITPNM2 PKDCC PLEKHA1 PLEKHB2 PLEKHG3 PLXDC2 PNISR PPCS PPP1R12A PPP1R12C PPP1R37 PRKAR2B PRRC2B PRSS12 PSMD14 PTAR1 PTEN PTGER4 PTGES2 PTPRD PTPRJ PTPRK PTPRO PUS7 RAB14 RAB23 RAB3C RAB8B RAD21 RANBP9 RBM27 RBM47 RBPMS2 REST REXO1 RFX1 RGL1 RGS17 RGS3 RHPN2 RIC1 RIMS2 RNF11 RNF141 RNF180 RNF38 RNF4 RNF44 ROBO2 RORA RPL15 RPS6KA4 RSBN1 SBNO1 SCAF11 SCN8A SCUBE3 SEC31B SELENOT SEMA3A SERINC5 SERTAD2 SERTAD3 SESN3 SETD5 SFXN1 SGK3 SGPP1 SH3D19 SH3PXD2A SLC10A7 SLC12A5 SLC17A6 SLC24A3 SLC25A16 SLC25A32 SLC25A36 SLC32A1 SLC38A2 SLC39A8 SLC4A8 SLC7A11 SLC9A1 SLC9A7 SLX4 SNAP91 SNAPC1 SNN SNX13 SOCS6 SOSTDC1 SOX11 SOX4 SPRYD4 SPTBN4 SRPRA SSBP2 ST6GAL2 STRN3 STX17 STYX SYN2 SYNJ1 TACC2 TAFA1 TAGAP TBC1D12 TBC1D8 TBL1XR1 TCF21 TEAD1 TECPR2 TEF TENT4A TET2 TEX2 TGIF1 TMEM229A TMEM255A TMEM267 TMF1 TNPO1 TOB1 TOB2 TPCN1 TPPP TRIM36 TRIO TSC1 TTC9 TULP4 TWF1 TWIST1 UBASH3B UBE2W UBE2Z UBXN4 UCHL5 UGP2 USP28 USP36 USP45 VPS4B VWA5B2 WASL WWP2 XPNPEP3 XYLT2 YIPF4 ZC2HC1A ZDHHC5 ZEB2 ZFAND1 ZFC3H1 ZFHX4 ZFYVE21 ZNF230 ZNF24 ZNF287 ZNF385D ZNF521 ZNF532 ZNF595 ZNF721 ZNF804A ZNF827 MIR92B_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR92B_3P AADACL3 ABHD13 ACOX1 ACTC1 ADAM10 ADAM19 ADAMTSL1 ADAMTSL3 ADCY3 ADGRF2 ADRB1 AFF3 AGO3 AIDA ALKAL2 ANKIB1 ANKRD28 ANKRD44 ANO8 ANP32E APBB2 APPL1 ARF1 ARHGAP24 ARHGEF17 ARID1B ARMC1 ARPC2 ARRDC3 ARRDC4 ASPH ASPN ATG14 ATP6V1B2 ATP7A ATRX ATXN1 ATXN3 B3GALT2 BAHCC1 BAZ2B BCAT2 BCL11A BCL11B BCL2L11 BLTP1 BMPR2 BSDC1 BSN BTG2 C11orf24 C19orf12 C21orf91 C5orf24 C6orf62 C8orf44-SGK3 CACNA1I CADM2 CALN1 CASD1 CBFA2T3 CBLN4 CCDC113 CCDC186 CCNC CCNJL CD2AP CD69 CDCA7L CDK16 CDKL5 CELF2 CHCHD10 CHRM5 CIC CLCN5 CLDN11 CNEP1R1 CNIH1 COG3 COL19A1 COL1A2 COL27A1 COL5A1 COX20 CPEB2 CPEB3 CPEB4 CPNE8 CSMD3 CTTNBP2 CUX1 CXCL5 DAAM1 DCAF6 DDX3X DDX3Y DENND1B DENND4B DMXL1 DNAAF9 DNAJB12 DNAJB9 DOCK5 DOCK9 DPP10 DSC2 DSTYK DTX2 DUS2 DUSP10 DUSP5 DUSP6 DYRK2 EDEM1 EDEM3 EFR3A ELK4 ELOA ELOVL4 EOMES EPC2 EPG5 ERGIC2 ESRP1 EVI5 FAM135A FAM20C FAM24A FAM81A FBN1 FBXO28 FBXW7 FCHO2 FHIP1B FHIP2A FHL2 FKBP1A FMN2 FMR1 FNBP4 FNIP1 FNIP2 FOSL2 FOXN2 FRY FXR1 FZD10 G3BP2 GATA2 GATA6 GFPT2 GID4 GIT2 GLCE GLRA1 GLYR1 GNAQ GNPDA2 GOLGA1 GOLGA3 GOLGA4 GOLGA7 GOLGA8A GPBP1L1 GPC6 GPR137C GPR158 GPR180 GRAMD2B GRHL1 GRIA1 GRM7 GTF2A1 HAND2 HCN2 HERPUD2 HIPK1 HIPK3 HIVEP1 HNF1B HS3ST5 HYCC2 IBTK IDH1 IL36B INSIG1 IQGAP2 IRS2 ITGA5 ITGA6 ITGA8 ITGAV ITPR1 ITPRID2 JMY JOSD1 KAT2B KBTBD8 KLF2 KLF4 KLF8 KLHDC10 KLHL11 KLHL14 KLHL15 KLHL29 KMT5B LATS2 LHFPL2 LIMCH1 LIN54 LMBR1L LONRF3 LRCH1 LRRC1 LUZP1 LYST MACIR MAGEC2 MAN2A1 MAP1B MAP2K4 MAP3K20 MAP7D3 MAPK8 MARCHF4 MAST4 MBOAT2 MCL1 MCOLN2 MED19 MEF2D MFF MFHAS1 MIA3 MIER1 MINAR1 MMD MMP10 MOAP1 MORC3 MPP1 MSR1 MTF1 MTMR9 MYCBP2 MYH9 MYLIP MYO1B MYO5A NCAPH2 NCKAP5 NEDD4L NEFH NEFL NEFM NF2 NFYB NFYC NIPAL1 NIPBL NKX2-3 NKX2-4 NOTCH1 NOX4 NPC1 NPNT NR4A3 NRG1 NSF NSMAF NSMF NUFIP2 OSBPL5 OTUD3 OTUD4 P3H3 PALLD PAPOLA PAPSS2 PAX3 PAX9 PAXBP1 PCDH11X PCDH11Y PCDH7 PCGF3 PCMTD1 PCOLCE2 PCYT1B PDE10A PDZD2 PDZD8 PEAK1 PER2 PGBD2 PHF3 PHLPP2 PHTF2 PIAS4 PIK3AP1 PIK3CA PIK3CB PIK3R3 PIKFYVE PIP5K1C PITPNA PITPNM2 PKDCC PLEKHA1 PLEKHB2 PLEKHG3 PLXDC2 PNISR PPCS PPP1R12A PPP1R12C PPP1R37 PRKAR2B PRRC2B PRSS12 PSMD14 PTAR1 PTEN PTGER4 PTGES2 PTPRD PTPRJ PTPRK PTPRO PUS7 RAB14 RAB23 RAB3C RAB8B RAD21 RANBP9 RBM27 RBM47 RBPMS2 REST REXO1 RFX1 RGL1 RGS17 RGS3 RHPN2 RIC1 RIMS2 RNF11 RNF141 RNF180 RNF38 RNF4 RNF44 ROBO2 RORA RPL15 RPS6KA4 RSBN1 SBNO1 SCAF11 SCN8A SCUBE3 SEC31B SELENOT SEMA3A SERINC5 SERTAD2 SERTAD3 SESN3 SETD5 SFXN1 SGK3 SGPP1 SH3D19 SH3PXD2A SLC10A7 SLC12A5 SLC17A6 SLC24A3 SLC25A16 SLC25A32 SLC25A36 SLC32A1 SLC38A2 SLC39A8 SLC4A8 SLC7A11 SLC9A1 SLC9A7 SLX4 SNAP91 SNAPC1 SNN SNX13 SOCS6 SOSTDC1 SOX11 SOX4 SPRYD4 SPTBN4 SRPRA SSBP2 ST6GAL2 STRN3 STX17 STYX SYN2 SYNJ1 TACC2 TAFA1 TAGAP TBC1D12 TBC1D8 TBL1XR1 TCF21 TEAD1 TECPR2 TEF TENT4A TET2 TEX2 TGIF1 TMEM229A TMEM255A TMEM267 TMF1 TNPO1 TOB1 TOB2 TPCN1 TPPP TRIM36 TRIO TSC1 TTC9 TULP4 TWF1 TWIST1 UBASH3B UBE2W UBE2Z UBXN4 UCHL5 UGP2 USP28 USP36 USP45 VPS4B VWA5B2 WASL WWP2 XPNPEP3 XYLT2 YIPF4 ZC2HC1A ZDHHC5 ZEB2 ZFAND1 ZFC3H1 ZFHX4 ZFYVE21 ZNF230 ZNF24 ZNF287 ZNF385D ZNF521 ZNF532 ZNF595 ZNF721 ZNF804A ZNF827 MIR92B_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR92B_5P AGO2 CRTC1 FN3K ID1 KNOP1 PPP2R2D RABGEF1 SLC7A5 MIR933 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR933 BDNF F7 MAP4K4 MEF2A RBSN TACSTD2 MIR934 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR934 ADNP AGFG1 AHSA2P AMELY APOL4 ARL2BP ATP6V1C1 BCCIP BTN3A3 C11orf58 C11orf87 C1orf174 CYP1B1 CYTIP DCLK1 DCLK2 DENND10 DPY19L2 EHD3 ESR1 F11R FBXO22 FZD2 GGNBP2 GLRA3 GNE GPHN GSR HOATZ HOXA4 HYAL4 KANSL1 KMT2C KPNA1 LCMT2 LMO4 LRRN1 LRRN3 MEFV MITD1 MRPL17 MXI1 MYPN NOL3 OXR1 PABIR3 PARVA PAXBP1 PDC PDE11A PDE6H PDS5A PICALM PPEF2 PYM1 RBM19 RBMS1 RXFP1 SFTPB SKP1 SLA2 SLC16A1 SLC2A4RG SLC35F1 SLC35F2 SLC39A10 SNX18 SPCS3 SPIN1 SPIN2A SPIN2B STAR SYNPO2 TCEAL7 TFCP2L1 TFEC TRIM42 UBE2E1 UFM1 ZDHHC11 ZNF655 ZNF737 MIR935 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR935 AAK1 ANKRD31 ANKRD44 ARL13B ATP11C ATP1B3 ATP6V1B1 ATXN10 ATXN1L BRPF1 C5orf24 CAB39 CADPS CCDC73 CCDC96 CDC14B CLEC14A CPEB1 CRIM1 CSF3 CSNK1G3 CTBP2 CTSV CWC25 DLAT DMD DPY19L1 EEA1 EFHD1 ERLIN2 F11R FBXW7 FGL2 FMR1 FOXJ3 FOXO1 FZD6 GABARAPL2 GFPT2 GJA9 GLUD1 GMEB1 GOPC HACE1 HDHD2 HEY2 HIF1A HOMEZ HSP90B1 HYCC1 INO80 IREB2 IRS2 JARID2 JCHAIN KALRN KIAA0232 LEKR1 LMO2 MAP3K7 MAP7D1 MED10 MPP3 MPV17L2 MRC1 MTSS1 MYO1B MYT1 NAP1L2 NAP1L4 NCOA7 NOL4 NR2C2 NRG1 ONECUT2 OSBPL11 P2RY13 PCSK5 PGGT1B PLEKHH2 POF1B POU2F1 PPP4R2 PRKG2 PRMT3 PRR5L PTPRS PUS10 RBFOX1 RELCH RELN RERG RFX6 RORA RRAS2 RUBCNL SAMD12 SBNO1 SCAI SEPSECS SLC22A24 SLF2 SOGA1 SPIN1 SREK1IP1 STC1 TBC1D15 TBC1D9 TMEM215 TMEM263 TNFAIP8 TRDN UGT8 VPS41 WASHC5 ZFAND6 ZNF365 MIR936 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR936 ABCC5 ADAMTSL3 ADCY1 ADGRG2 ADH1B AFAP1 AFDN AK3 AKAP9 ANKRD17 ANKRD46 AP1G1 ARL6IP1 ASAP2 ATP1B1 AUNIP BCAR3 BTBD7 C17orf100 C9orf40 CAD CALD1 CAMK2D CD2AP CHSY3 CNIH3 CNR1 CNTLN CPEB3 CPEB4 CTDSPL2 CTH CUL2 CYRIB DDAH1 DDI1 DGKI DTNA ECM2 ELOVL4 EVI5 EXT2 FAM193A FAM222A FBXL22 FGF20 FLRT3 G3BP2 G6PC2 GABRA1 GALNT7 GCNT1 GCSAML GIMAP2 GNA12 GPR137C HAS1 HCN4 HIC2 HS3ST5 HTRA3 ISY1 ITGA3 ITPK1 ITPKC JAG1 KDM6A KDR KLHL3 KRTAP2-3 LRP2 LRRC4C LRRTM2 LYSET MAP3K1 MAP3K5 MIER1 MON2 MPP7 MPRIP MTHFD2 NAA25 NPTX1 NRG1 NUTF2 OLAH PAWR PCDH17 PCDHB15 PHYHIPL PNOC PPP1R3C PPP2R5E PRPS2 PSG1 PTER PTPN3 PTPN4 PXN RAPH1 RBM27 RILPL1 RNF141 RNGTT RPAP3 SCAF11 SCARB1 SCD SEC62 SEMA3A SEPTIN10 SERPINE2 SH3GLB1 SINHCAF SKI SLC39A10 SLC7A1 SLITRK6 SORCS3 SOS2 SPAST SRPK1 TLCD3A TMEM170A TNFRSF11B TPGS2 TPPP TRIM2 TTC26 UBE2J1 XRN2 ZBTB43 ZFP36L2 ZHX1-C8orf76 ZMYM2 ZNF706 ZNRF2 MIR937_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR937_5P ADCYAP1R1 AP3S1 APAF1 BTG2 CCNL1 CLIC6 CUL2 DOCK7 FAM199X FBXO11 FBXO45 FGD4 FZD4 GLUD1 GOLGA7 GRIA1 HCFC1 IFNA1 ITGB8 KCNG3 KCNH7 KIF4A LDAH LINC02873 LPP MAGEL2 MASP2 MCM8 MDGA2 MGAT4A NCOA2 NFYA NMBR NR3C1 PALM2AKAP2 PMAIP1 PRIM2 PWWP2A RAB1A RAP2A RASSF10 RER1 REV3L RNF24 SEC24A SELENOP SLC16A14 SLC24A2 SLC9A2 SRRM4 STK17B TIMM21 TMEM209 WDR33 XPO7 ZC3H7A MIR938 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR938 ACAT2 ADM AFF4 APAF1 ATP2C1 BZW1 CLCN4 CPT2 CREB5 CREBRF DENND6A DGKH DGKI EED EFNA1 EPAS1 ERVMER34-1 FAM210B FAM219B FHL1 FNDC5 GNB1 GPC6 GPRIN2 H2AX H3-3B HERPUD2 HNRNPA3 HOMER2 IL17A IRF8 KCNK10 LIMA1 MAP2K4 MOB1B MSRB3 NCS1 NPTN NTN4 NTNG1 PDP1 PNKD PRCP PRDM8 PREP RBM33 RBM5 RCHY1 RICTOR SACS SDHD SESTD1 SFR1 SFXN1 SHISA6 SLC11A1 SLC8A3 SMAP1 SPRED2 SSH2 STIM2 TIAM1 TMEM97 TNRC6C TOMM20 TRIB1 TTC17 UBE2W USP25 WDFY4 WWC1 YES1 ZBTB34 ZNF827 ZNRF1 MIR939_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR939_3P AARS2 ABCA3 ABCG4 ADCY2 ADK AGBL5 AHCYL2 AHRR AKAP8 ALS2CL AMACR ANKRD6 ANP32A ATG7 ATXN7L3 AWAT1 B3GAT3 B3GNT3 B3GNT7 BACE1 BACH2 BTRC C17orf58 CAMK2B CBLN2 CHML CISH CLDN9 CNOT9 COL5A1 CRB3 CRTC1 CSDC2 CSRNP1 DCAF7 DCTN5 DDA1 DENND3 DEPDC5 DIS3L2 DLGAP3 DLX4 DMTN DRAXIN DUSP14 EGFR ELAVL1 ELMO2 EXOC2 FAM168A FAM227A FAM53C FBXL16 FBXO27 G6PC3 GDPD5 GFAP GNAL GPR173 H6PD HCAR1 HEMK1 HIF1AN HTR3B IL24 ITGA5 ITGA9 KCNC4 KCNJ5-AS1 KCP KPNA4 KPNA6 LASP1 LOXL3 LRRC15 MDGA1 MED22 MED29 MGAT5B MITF MPP2 MTF1 MYCL NALF2 ORAI2 OSR2 OXSR1 PFDN1 PHF1 PHF2 PHF24 PHLDB2 PIK3R1 PIP5K1C PIRT PLCB1 PLEKHF1 PLEKHG4B PLPBP PLXDC2 POLDIP2 PRCC PRR14L PSMF1 RAB5B RHOC RNF44 RPS6KA1 S100A7A SFMBT2 SHISA7 SLC26A1 SLC26A9 SLC2A8 SLC43A2 SLC5A1 SLC6A17 SMIM12 SNN SOGA1 SOX10 SPN SPTLC1 SPTLC2 STK4 SUSD6 TBC1D13 TBC1D16 TBC1D20 TENM4 TFE3 TGFBR1 THBS3 TMOD1 TNFAIP8L1 TNFRSF10D TOR1AIP2 TUBGCP5 UBE2QL1 USF1 VEGFA VMAC VWA1 WDPCP WIPI2 ZDHHC3 ZNF346 ZNF500 MIR939_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR939_5P ALDH7A1 ARID3B BARHL1 BCAS1 BTBD9 C20orf203 C22orf46P C3orf18 CAVIN1 CBX7 CD4 CDC42BPA CDK10 CDKN1A CDR2L CIB2 CLCN7 COL5A3 COX10 CSNK1A1 CSPG4 CTIF DENND6B DHRS11 EPB41L1 ERAL1 ETV4 FAM193B FBLN5 FIS1 FOXP4 GPD1 GRIK3 GRM4 GRN HECTD3 HLA-DRB1 HS6ST1 IFT140 IQSEC3 KCNK5 KDELR1 KIF1A KLHL3 KRT3 KRTAP10-5 LCN1 LNX2 LOXL3 LRRC25 LSAMP MECP2 MN1 MPIG6B MYLK2 NAAA NACC1 NAT16 NCDN NDST3 NFASC NGFR NHERF2 NOS2 NOVA2 OLFML2A PA2G4 PADI2 PAX5 PCDHGA12 PDZD7 PEAR1 PFN1 PIRT POLE3 PPT2 PRKACA PRKAR1B PROX1 PRX RAB1B RARA RIMKLA RIMS3 RNF130 RPS23 RPS24 S1PR2 SCAMP4 SCARA5 SCN4A SCN4B SFT2D3 SH3PXD2A SHISA6 SIAH3 SLC25A45 SLC34A2 SOGA1 SP6 SPATA31C2 SPINDOC SPTB SRGAP1 STIM1 SYNGAP1 TAB1 TAL1 TBC1D16 TEAD1 TMBIM1 TNF TRIM3 TRIM66 TTYH3 TWNK UBE4A UBIAD1 USP22 VAMP2 VAT1 WNK3 ZBTB4 ZNRF1 MIR93_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR93_3P AEBP2 AICDA AIFM1 ALPK3 ARF4 ATP9A C17orf80 C5orf24 CA7 CACNB2 CACNB4 CCDC40 CCDC6 CD58 CEBPZOS CEP97 CLEC4F CNOT2 CNTNAP1 COL4A3 CPNE8 CPS1 CRACR2B DCAF8 DDI2 DLGAP1 DNAJC27 DOCK4 DZIP1 EBF3 ECRG4 EFHC2 ERC1 FAM149B1 FBXL17 FETUB FRG2 GLCCI1 GTF2I HDX HEPACAM2 HMGA2 IFNK IL6ST ING3 INO80 KCND2 KDM2A KIAA1549L KLF12 KLHL2 KPNA4 LAMC3 LDLRAD4 LGALSL MAN1C1 MAP9 MBNL1 MBP MIOS MIP MYLK4 NFASC NFATC3 NR6A1 NTRK2 OGT PACSIN2 PAX9 PEX11B PHLDB1 PIP5K1B PKIG PLAC8 PLCXD2 PLPPR5 PNN PPP6C PRKAA1 PRPF8 PRPS1 PSD3 PWWP3B PXN RAB4A RCC1 REPS1 REPS2 SENP5 SESN3 SFMBT1 SH3PXD2A SLC39A9 SMAD2 SMURF2 SNRPE SNX33 SORBS2 SOX6 SPZ1 STK32B SYNJ1 TARDBP TBL1XR1 TCHHL1 TFB2M TNRC6B TOM1L1 TPST1 TTC21B TUT4 TVP23B TVP23C UBE2G2 UNC5C USP3 WNK3 ZCCHC17 ZNF189 ZNF395 ZNF451 MIR93_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR93_5P AAK1 ABCA1 ABCG4 ABHD2 ABI1 ABL2 ACSL4 ADAM9 ADARB1 AFG1L AGFG1 AGFG2 AGO1 AGTPBP1 AHNAK AKAP11 AKAP13 AKTIP AMER2 ANKFY1 ANKH ANKIB1 ANKRD13C ANKRD17 ANKRD29 ANKRD33B ANKRD50 ANKRD52 ANO6 AP2B1 APCDD1 APP ARHGAP1 ARHGAP12 ARHGAP26 ARHGEF10 ARHGEF11 ARHGEF18 ARHGEF28 ARHGEF3 ARID4A ARID4B ARMC8 ATAD2 ATG16L1 ATG2B ATL3 ATP12A ATXN1L B3GALT2 BAHD1 BBX BCL11B BCL2L11 BEST3 BHLHE41 BICC1 BICD2 BMPR2 BNC2 BNIP2 BRMS1L BRWD1 BTBD10 BTBD7 BTG3 C14orf28 C2CD2 C2orf69 CALD1 CAMTA1 CAPN15 CAPRIN2 CC2D1A CCDC71L CCND1 CCNG2 CD274 CD69 CDC23 CDC37L1 CENPQ CEP120 CEP170 CEP97 CERCAM CFL2 CHD5 CHP2 CHRM2 CLIP4 CLOCK CMKLR1 CMPK1 CMTR2 CNOT4 CNOT6 CNOT6L CNOT7 CNRIP1 CORO2B CREB1 CREB5 CROT CRY2 CRYBG3 CSRNP3 CTSA CTSK CXCL6 CYBRD1 DAB2 DCBLD2 DCUN1D1 DDHD1 DDX5 DENND10 DENND5B DERL2 DNAJB9 DNAJC16 DNAJC27 DNAL1 DOCK4 DPYSL2 DPYSL5 DRD1 DUSP2 DUSP8 DYNC1LI2 E2F1 E2F5 EEIG1 EFCAB14 EGLN3 EGR2 EIF4A2 EIF5A2 ELK3 ELK4 EMSY ENPP5 ENTPD4 ENTREP2 EPHA4 EPHA5 EPHA7 EPS15L1 ERAP1 ERC1 EREG ETV1 EZH1 F3 FAM117B FAM13A FAM13C FAM199X FAM210A FAM219B FAT2 FAT4 FBXL3 FBXL5 FBXO21 FBXO31 FBXO48 FCHO2 FEM1C FGD4 FGD5 FJX1 FLT1 FNBP1L FNDC3B FOXJ3 FOXK2 FRMD6 FRS2 FSD1L FYCO1 FZD3 GAB1 GABBR2 GLIS3 GNB5 GNPDA2 GNS GOLGA1 GOSR1 GPATCH2 GPR137B GPR137C GPR6 GPR63 GRAMD1A GUCY1A1 GXYLT1 HAS2 HAUS8 HBP1 HECTD2 HEG1 HIF1A HLF HPS5 HS3ST5 HSPA8 HTR2A HYCC2 IGSF10 IL1RAP IL6ST IQSEC2 IRF1 IRF9 ISM2 ITGA4 ITGB8 ITPRIPL2 JPT1 KAT2B KATNAL1 KCNB1 KCNJ10 KCNK10 KIAA0513 KIAA1191 KIF23 KIF26B KIF3B KLF11 KLF9 KLHL15 KLHL2 KLHL28 KMT2A KMT2B KMT5B KPNA2 L3MBTL3 LAMA3 LAPTM4A LASP1 LCOR LDLR LDLRAP1 LHX6 LIMA1 LIMK1 LMO3 LPGAT1 LRCH1 LRIG1 LRP8 LRPAP1 LRRC55 LYPD6 LYST LZIC MAGI3 MAP10 MAP3K14 MAP3K2 MAP3K8 MAP3K9 MAP7 MAPK1 MAPK4 MAPRE3 MARCHF8 MASTL MCF2L MCL1 MED12L MEX3D MFAP3L MFN2 MFSD8 MIDN MINK1 MKNK2 MKRN1 MMP24 MOSMO MTF1 MTMR3 MYLIP MYNN MYO5B MYT1L NAA30 NABP1 NACC2 NAGK NANOS1 NAPEPLD NBEA NCKAP5 NCOA3 NDEL1 NEDD4L NEUROG1 NFAT5 NFIB NFIC NHLRC3 NIBAN1 NIN NIPA1 NKIRAS1 NPAS2 NPAT NPLOC4 NR2C1 NR2C2 NRIP3 NTN4 NTNG1 NUP35 OCRL OLFM3 ORMDL3 OSM OSR1 OSTM1 OTUD4 OXR1 P2RX4 PAG1 PAK5 PANX2 PAPOLA PAPOLB PARD6B PBX3 PCDH15 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHAC1 PCDHAC2 PDCD1LG2 PDE3B PDGFRA PDLIM5 PEX5L PFKFB3 PFKP PGBD5 PGM2L1 PHC3 PHIP PIK3R1 PITPNA PKD1 PKD2 PLAG1 PLAGL2 PLEKHA3 PLXDC2 PLXNA1 POLR3G PPARA PPP1R15B PPP1R21 PPP1R3B PPP3R1 PPP6C PRCP PRDM6 PRR14L PRR15 PRR16 PRRG1 PSD PSG3 PTGDR PTHLH PTPDC1 PTPN21 PTPN3 PTPN4 PTPRD PURB PXK PXYLP1 RAB10 RAB11FIP1 RAB11FIP5 RAB22A RAB30 RAB5B RAB8B RACGAP1 RAP2C RAPH1 RASD1 RASGRF2 RASL11B RB1CC1 RBBP7 RBL1 RBL2 RCCD1 REEP3 REPS2 REST RETREG2 RETREG3 REV3L RGL1 RGMA RGMB RHOC RLIM RNASEH2B RNF128 RNF6 RNH1 ROCK2 RORA RORC RPS6KA4 RPS6KA5 RPS6KA6 RRAGD RRAS2 RRM2 RSRP1 RUFY2 RUNX3 S1PR1 SACS SALL1 SALL3 SAMD12 SAR1B SCAMP2 SCAMP5 SCN1A SCN2B SEMA4B SEMA7A SEPTIN2 SERF1A SERF1B SERP1 SERTAD2 SESN3 SFMBT1 SGMS1 SH3BP5 SH3PXD2A SIKE1 SLAIN2 SLC16A6 SLC16A9 SLC17A7 SLC22A23 SLC24A2 SLC33A1 SLC40A1 SLC46A3 SLC49A4 SLC4A4 SLC4A8 SLITRK3 SLMAP SMAD4 SMAD5 SMOC1 SMOC2 SNTB2 SNX16 SNX8 SOS1 SOX4 SPOPL SPRED1 SQSTM1 SRCIN1 SRGAP1 SRPK2 SSH1 SSH2 SSX2IP ST3GAL1 ST6GALNAC6 STAT3 STK11 STK17B STK38 STRIP2 STXBP5 STYX SUCO SUSD6 SYTL4 TAFA1 TAGAP TANC1 TAOK1 TAOK3 TBC1D20 TBC1D8B TBC1D9 TENM1 TET1 TET3 TFAM TGFBR2 TGM2 THRA TIAM1 TM2D2 TMBIM6 TMEM100 TMEM127 TMEM138 TMEM167A TMEM168 TMEM265 TMEM64 TMX3 TNFAIP1 TNFRSF21 TNKS1BP1 TNKS2 TOPORS TP73 TPRG1L TRAPPC14 TRDN TRIM3 TRIM36 TRIM37 TRIP10 TRIP11 TRPV6 TSG101 TSPAN9 TXNIP U2SURP UBE2Q2 UBE3C UBXN2A UEVLD ULK1 UNC80 UNK UNKL URI1 USP24 USP28 USP3 USP31 USP32 USP46 USP6 UXS1 VANGL1 VASH2 VLDLR VSX1 WDFY2 WDFY3 WDR37 WFS1 WNK3 XRN1 YOD1 ZBTB18 ZBTB20 ZBTB21 ZBTB33 ZBTB4 ZBTB41 ZBTB7A ZBTB8A ZBTB9 ZC3H12C ZDHHC1 ZDHHC9 ZFAND4 ZFP91 ZFPM2 ZFYVE26 ZFYVE9 ZHX2 ZNF148 ZNF202 ZNF236 ZNF25 ZNF264 ZNF280B ZNF367 ZNF512B ZNF597 ZNF652 ZNF704 ZNF800 ZNF827 ZNFX1 ZSCAN20 ZXDA MIR940 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR940 ABCC5 ADAMTSL4 AMFR ANK1 ANKRD63 ANKS1B AP1M2 ARF3 ARHGAP1 ASPHD2 ASXL1 ATP1B2 ATXN1 BACH2 BAIAP2 C2orf68 C9orf152 CACNA1B CADM2 CAMSAP2 CAPZA1 CASTOR2 CBFA2T2 CBX5 CCDC136 CCDC80 CD300LG CDK16 CFL2 CKMT2 CNOT2 COL5A3 COPS7B CSF1 CTNNA3 DCAF10 DEPTOR DIP2B EFNA1 EI24 ESRRG ETF1 ETV6 FAM104B FAM120C FAM227A FAM47E-STBD1 FBXL20 FHIT FSTL4 GABBR2 GARRE1 GLG1 GPR153 GRIP2 GUF1 GYPE HAPLN1 HDGFL2 HEATR1 HLF HMGN3 HS3ST3B1 ICMT IQCJ-SCHIP1 IRGQ JPH4 KCNA1 KCND2 KIAA0930 KIF18B LHPP LIFR LINGO1 MACC1 MAP3K9 MAPK8IP1 MAPKBP1 MAVS MBOAT2 MFSD14B MLEC MOB3B MORN4 MOSPD3 MYO15A MYPOP NCOA4 NDUFB4 NECTIN1 NF2 NFASC NHSL1 NR4A3 NR6A1 NSD1 NUCKS1 PACS2 PARD3B PCBD2 PCCB PDE3A PDXK PDZRN3 PEA15 PFKFB3 PGAM1 PIK3AP1 PIM2 PITPNM2 POU4F1 PPFIA2 PPM1M PRKN PTPN12 RAB35 RAB3C RAB9B RANBP10 RANGAP1 RETREG2 RHOA RNF169 SCAMP2 SCN4A SEMA3F SH2B3 SH3PXD2B SIRPB1 SLC12A5 SLC12A6 SLC24A2 SLC24A3 SLC25A37 SLC30A7 SLC43A2 SLC4A7 SNPH SOX6 SPOCK2 SSH2 SSR1 ST8SIA2 STARD3 STEAP2 STIM1 STMN2 STX2 SV2B SYS1 TAF9B TBL1Y TEAD3 TENT4A THEM5 THY1 TMCC1 TMEM201 TNR TOM1L2 TRAF6 TRIM33 TRIO TUB USP9X VANGL1 VCL VDR VGLL4 VIPAS39 WIPF3 XPO7 YPEL1 YWHAQ ZBTB21 ZBTB47 ZC4H2 ZDHHC9 ZNF592 ZNF608 ZNF609 ZNF672 MIR942_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR942_3P ADAMTS6 AHCYL1 AJAP1 AKAP12 ATAD1 ATP1B1 ATP5MC3 B4GALT5 BBX BICD2 CDC73 CDKN2B CHIC1 CLK1 COL12A1 COX5A CSMD1 CTNNA3 DLX5 DOCK7 ECT2 EML6 EPC2 EPHA5 ESYT2 FAM114A2 FBXO8 GABRA2 GALNTL6 GAPDH GAS1 GLCCI1 GLUL GPATCH2L GRK5 HIPK3 HKDC1 HTR2C IL15 INPP4A KANSL1 KCNH8 KDM1A KDM1B KRT84 LDB2 LENG8 LYRM7 LZTS1 MBL2 MBOAT2 METAP2 MGAT4A MIA3 MIER3 MPP7 MTMR4 MYSM1 MYT1L NKAPD1 NKX2-2 NOTCH2 NRBP2 NRG1 NUFIP2 NUP153 PDCD4 PGGT1B PHOSPHO1 PLCB1 PLCB4 PPP3R1 PPTC7 PRDM1 PROX1 PRR14L PRRC1 PTK2 RASAL2 REST RGMB RGS4 RHOBTB1 RIMOC1 RNF214 RNF44 SDAD1 SENP1 SERINC1 SLBP SLC25A16 SLC35E4 SLITRK3 SMIM10L1 SOS2 SOX6 SPEF2 TAF13 TRPC5OS UBE2D3 USP53 VKORC1L1 WDR20 WDR72 YTHDF3 YWHAZ ZMYM2 ZNF107 ZNF329 ZNF550 MIR942_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR942_5P ADGRF5 AFG1L AGAP1 ALG11 ANKRD34B API5 ARPC5L ARSB ATXN7 AVL9 B3GALNT1 B4GALT6 BCO1 BEST4 BHLHE40 BMPR1A C1orf56 C22orf46P C8A CACNA1E CACNB4 CALHM1 CCBE1 CCDC32 CCL14 CD83 CDC37L1 CDKN1B CFAP97 CHCHD3 CHCHD7 CHEK1 CHST2 CHUK CIPC CLVS2 CNOT7 CNTD1 COX11 CREBBP CREBRF CUL4B CYP2U1 DAG1 DCAF4L2 DCDC1 DCT DDX4 DDX6 DEPDC4 DIAPH2 DMAC1 DUSP16 EDA2R EEA1 EHD4 EMP2 ERC1 ESR1 ESYT1 EXOC6 FUT8 FXR1 GABPB1 GALNT15 GALNT2 GDNF GINS4 GJC1 GNAL GOLGB1 GPATCH2 GPC6 GPR85 GUCA1C HACD4 HEPACAM HOXA10 HPRT1 HSPD1 KCNB1 KDM5A KIAA1549L KIF3B KLF3 KLF7 KNG1 LAMC1 LEP LINC01517 LMNA LPP LRP8 LRRC15 LSAMP MAPRE2 MAT2A MDM4 MECP2 MEX3A MIS12 MRPL33 MTFR1L MTMR1 NAA50 NAB1 NCKAP5 NECAB1 NEDD9 NETO1 NOTCH2 NOVA1 NRXN1 OPCML OR11A1 P2RY12 PACRG PAK2 PASK PCDHB12 PDK1 PFKFB2 PHACTR3 PHAF1 PHF21A PIAS1 PIF1 PIGP PKP2 PLAUR PLCL1 PLEKHM3 PLPPR1 PLTP PLXNA4 PPM1F PRKG1 PROSER1 PSMD1 RAB3B RAD1 RAD54B RALBP1 RANBP3L RBM15 RBM20 RHOBTB3 RND3 RPL7L1 RREB1 SC5D SELENON SENP7 SGMS1 SGPL1 SH3TC2 SLC17A2 SLC30A6 SLC49A4 SLC4A10 SLC4A8 SLC66A1L SLC7A1 SMIM8 SMKR1 SMPDL3B SNX10 SPATA17 SPRING1 STIMATE SUPT16H SURF6 SYN1 TAF12 TAOK1 TAS2R14 TAT TBL1XR1 TCERG1 TDRD6 TGFA THRB TMEM132B TMEM178B TNIK TNS1 TPH1 TRAK1 TRIM66 UBALD1 UBIAD1 USP27X USP49 VGLL3 WASF3 WDHD1 WWP2 XKR5 XRN1 YAF2 ZBTB18 ZFAND1 ZFP1 ZMYND8 ZNF135 ZNF276 ZNF302 ZNF518A ZNF552 ZNF559-ZNF177 ZNF618 ZNF620 ZNF704 ZNF75D ZNRF1 MIR943 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR943 ABCB11 ARID1B BMP3 BRAP C8orf44-SGK3 CCNC CILK1 CIP2A COA7 CPEB3 EEF1E1 EPDR1 EPM2A FAAH FAM9C FLG2 FUT9 GAS2 GHSR GRIK2 HECTD2 HYAL3 JAZF1 KRTAP4-3 LHX1 MACIR MAEL MBNL1 MYOZ1 NKAIN3 NOL10 NR3C2 NSD3 NTS OAS1 PDCD1LG2 PDS5A PRDM5 RAB31 RNPS1 SAMD12 SC5D SCARB2 SGK3 STXBP5 STXBP5L TCAIM TDRD3 TMED5 TMEM114 TMEM165 TMPO UBE2D2 ZMAT1 ZXDA ZXDB MIR944 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR944 AASS ABCA6 ABCB11 ABHD16A ACSL4 ACTR1B ACTR3 ADAM10 AHCTF1 AKIRIN1 ANKRD20A1 ANKRD20A2P ANKRD20A3P ANKRD20A4P ANTXR2 AP1S3 APPL1 ARID1B ARL13B ARPIN ARSK ATP11C ATP6V1G2 AVPR1A B3GNT5 BCL11B BCO2 BDNF BHLHE40 BHLHE41 BICC1 BLTP1 BLTP3B BPNT2 BRAF BRCA1 BRWD3 C11orf71 C2 C2orf69 C5orf24 CA1 CACNB4 CADM2 CAMK4 CASK CBLB CCDC105 CCDC148 CCDC15 CCDC178 CERS6 CFAP418 CFAP97 CHD9 CHIC1 CHRNA5 CISH CLCN3 CLINT1 CLOCK CLVS2 CMPK2 CNPY1 COA8 COBLL1 COG6 COL19A1 COLEC12 COX11 CPEB2 CRBN CREB1 CREB5 CROT CUBN CUL2 CYBRD1 DCBLD2 DCC DCDC2 DCLK1 DDX31 DENND1B DGKH DICER1 DLC1 DLGAP1 DNAAF6 DOCK5 DPP8 DPP9 EBAG9 ECHDC1 EFHC2 EIF3J ELK4 ELMOD2 EPC2 ERBIN ERG ERICH3 ESR2 ESRRG ETFRF1 ETS2 EXT1 F2RL1 FAM135A FAM174A FAM199X FAM76B FAM8A1 FANCC FBN1 FGF2 FGL2 FHL5 FNDC3B FSD1L FSHR FUT9 FZD3 GABPB1 GABRB2 GBP1 GBP3 GCLM GFM1 GJB2 GLCE GLO1 GLRA2 GLYAT GLYATL1 GMPPB GNB5 GNRHR GPATCH2 GPATCH2L GPC6 GPR155 GPSM1 GRIA4 GRIK1 GRM7 GTF2A1 GUF1 GXYLT1 H3-3A HCN1 HNMT HOOK3 HOXB2 HOXB5 HOXC8 HPGD HRH4 HS3ST3B1 HTR1F IFT57 IGFBP3 IKZF2 IL5RA INO80D INPP5A IRS2 ITFG1 IYD JCHAIN JRKL KAT2B KATNBL1 KCNH2 KCNT2 KIAA1549 KIF5B KLF12 KLHL23 LARP4 LATS1 LEPROTL1 LOX LPIN1 LPIN2 LRAT LRCH2 LRRTM2 LUZP2 MACC1 MAGEF1 MANEA MAP3K2 MAP7 MCMBP MCTP2 MED17 METTL15 MEX3A MGA MIER3 MIX23 MMP10 MMP16 MMS22L MNAT1 MPC1 MPP7 MRPS5 MS4A1 MYBL1 MYEF2 MYSM1 NCOA2 NDUFAF3 NDUFS1 NEDD1 NEUROD1 NF1 NFS1 NHEJ1 NKD1 NOVA1 NPAS3 NPEPPS NR2F1 NSUN3 NUDT12 NUP153 ODAPH ODC1 OGFRL1 OGN ONECUT2 OTOA OTULIN PABPC5 PAFAH1B2 PAK2 PAM PAN3 PANK2 PCBD2 PCGF5 PCLO PDCL PDE10A PDLIM5 PDSS2 PDZD2 PEG10 PGAP1 PGBD1 PGM3 PHC3 PHEX PHLPP2 PHTF2 PIAS2 PIK3C2A PIK3CA PIK3CG PLA2G12A PLPPR5 PMS1 PNRC1 POF1B POLR3G POU1F1 POU2AF3 PPARGC1A PPM1E PPP1R1C PPP3CA PRDM1 PRDM10 PRKACB PRKCH PRKG1 PRRG3 PRRX1 PTBP3 PTP4A1 PTPN4 PTPRB PTPRC QKI RAB33B RAD23B RALGPS2 RAPGEF2 RASD1 RASEF RASSF6 RBM46 RBMS3 RECK RELCH RERE RFTN2 RFX4 RGS14 RHAG RORA RTKN2 RTN1 SAP30 SASH1 SBSPON SCD SEC24D SEMA3C SEMA3D SEPSECS SGCB SGIP1 SGPP1 SLC2A11 SLC2A13 SLC35A3 SLC35A5 SLC41A2 SLC49A4 SLC4A5 SLC4A7 SMS SNTB2 SNX18 SOCS4 SORBS2 SP5 SPAG16 SPAST SPATA6 SPIN1 SPOCK3 SPOP SREK1IP1 SRRM4 SSPN ST8SIA4 STAM2 STEAP2 STRIP2 STXBP1 SULT6B1 SYT14 TAF4B TAF5L TBC1D12 TBCEL TC2N TCFL5 TCHHL1 TEP1 TERB2 TFEC THEMIS THOC3 TIAM2 TINF2 TMED7 TMEM106B TMEM135 TMEM167A TMEM182 TMEM236 TMEM237 TMEM26 TMEM47 TMEM59 TMEM64 TMEM65 TMEM68 TMPRSS11E TMX3 TNFAIP2 TOMM70 TRAF3 TRAFD1 TRDN TREM1 TRIM5 TRMT13 TRPS1 TSC22D2 TSC22D4 TSHZ1 TSNAX TSPAN13 TTC26 U2SURP UBL3 ULBP1 USF3 USP32 VAMP4 VPS13C VSTM4 WAPL WASHC4 WEE1 WWP2 XPO4 ZBBX ZBTB1 ZBTB41 ZC3H12B ZC3H6 ZCWPW2 ZDBF2 ZDHHC17 ZMYM2 ZMYM6 ZNF107 ZNF264 ZNF326 ZNF439 ZNF451 ZNF655 ZNF684 ZNF737 ZNF83 ZNRF2 ZPLD1 MIR9500 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR9500 ADO AHSA2P ANAPC5 ANKS6 AP3B1 ATAT1 ATF7IP BAZ2A BICRAL BOLA3 C20orf96 C2orf49 C7orf31 CCDC186 CCDC43 CCNT1 CDK5R2 CHD6 CMKLR1 CMTR1 CTAGE1 CTNND1 CYP17A1 CYP4A22 DENND4B DMBX1 DNAJB4 DPH6 EDDM3B ELFN2 ENSG00000230707 ENTPD7 EPB41L2 ESYT1 F2RL2 FAM168A FBXL14 FBXO11 FBXO42 FNDC5 FOS FOXD4L3 FOXD4L6 FREM2 GALNT13 GDAP2 GJB1 GLIS3 GPR176 GRAMD1B GSK3B GSPT1 GTPBP3 HERC3 HLA-B HLA-C HMGXB4 HNRNPC HOOK3 HOPX HYCC2 HYLS1 IL6R IP6K2 KCNMA1 KDM7A KSR2 LALBA LILRA4 LIN28A LRRC41 LRRC59 LSAMP MAFG MAGI1 MED13L MEX3A MGST2 MIA3 MID2 MMP28 MTMR11 NECTIN1 NEXMIF NFAT5 NRIP3 NUP160 OAS2 PABIR1 PAK2 PAK6 PAX6 PBX1 PCK2 PGAP2 PHACTR2 PHOX2A PIANP PIK3C2B PIK3CG PITPNC1 PKD2 PKIB PLCD4 PLEKHH2 POGZ POM121 POU2F1 PPM1N PRDM10 PRKCA PTPRE PTPRJ RAB3B RANBP10 RD3 RIMOC1 ROCK2 RPRD1B SDC1 SEMA4C SETD4 SLC22A23 SLC25A15 SMAD2 SMARCD1 SNX27 SP1 SPICE1 SPRR2G SST ST8SIA2 STEAP3 STOX2 SYT2 TACR1 TFAP2A THSD7A TIMP3 TMEM183A TMOD2 TNNI1 TNRC6B TPI1 UBE2A UBE2L3 UCP2 UHMK1 UNC119B USP10 VAMP1 VPS39 VPS45 WDR77 XPNPEP1 ZCCHC4 ZMPSTE24 ZNF106 ZNF354C ZNF572 MIR95_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR95_3P EOLA1 IL1RAP MROH2A PURG RAI14 UBE4B MIR95_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR95_5P AADACL4 ABHD13 ABTB2 ACADSB ACP7 ACTC1 ACTL6A ACTR1A ACTR8 ADAM17 ADAMTS5 ADAMTS6 ADAMTS9 ADCYAP1 AFF4 AGPAT5 AK9 AKIRIN2 ALCAM AMFR AMMECR1L AMN1 AMOT ANAPC10 ANKRD12 ANKRD22 ANKRD42 ANKRD50 ANKRD6 ANOS1 APBB3 APOOL ARF1 ARHGEF2 ARL8A ARPC5L ASB8 ASTN2 ATG14 ATL2 ATP11B ATP2A1 ATP2A2 ATP6V0B ATP6V1A ATP6V1C1 ATXN1 B3GLCT BACH2 BAHCC1 BAMBI BCL11A BCL6B BDNF BLOC1S6 BPTF BRD1 BRPF3 BRSK1 BYSL C14orf39 C16orf87 C18orf25 C1orf74 C2CD4B C5orf15 C5orf24 C6orf120 C9orf72 CA8 CACHD1 CACNB4 CALCRL CAMK1 CAMSAP1 CARD16 CASKIN1 CASP7 CAV2 CBFB CBLB CCDC181 CCDC43 CCDC50 CCDC69 CCDC86 CCNE1 CCNJ CCSER2 CCT5 CD164 CD28 CD2AP CD300LF CD69 CDC42BPB CDH8 CDK17 CEP162 CEP20 CEP43 CFAP418 CHIC1 CHST11 CHSY3 CILP2 CIPC CIR1 CLASP2 CLDN1 CLINT1 CLIP4 CLMN CLOCK CNTN1 CNTN5 COL19A1 COL9A1 COLGALT1 COMMD8 COP1 COQ10B COX5A COX7A2 CPD CPEB2 CPEB3 CPNE3 CRAMP1 CRPPA CSNK1D CSRNP2 CSRNP3 CTBP2 CTNS CTSC CUL3 CXCL1 CXCL2 CXCR4 DCAF5 DDX3X DERL1 DERL2 DGKH DHX15 DIPK1A DIPK2A DIS3 DIXDC1 DLEU7 DMP1 DMPK DMRTA1 DNAJC15 DOK6 DPYS DRD1 DTD2 DTWD2 DYRK2 EBF3 EHD2 EIF4A1 ELMOD1 EMC1 EPC1 EPHA5 ERAP1 ERBIN ERCC4 EVI5 FAM135A FAM168A FAM180A FAM216B FAM222B FAM3C FAT4 FBXL5 FBXO33 FBXO45 FEM1C FERMT3 FEZF1 FGF14 FGF18 FGFR3 FGG FIGNL1 FLG FNDC3B FNIP1 FOXD4L5 FOXJ3 FOXN2 FOXN4 FRA10AC1 FRG2 FRK FRMD4B FSD1L FSIP1 FST G3BP1 GABRA1 GATAD2A GDAP2 GDNF GEMIN2 GFOD1 GGACT GK GNAQ GNL1 GOLGA2 GOLM2 GORAB GPATCH2L GPCPD1 GPM6A GPR176 GPR63 GPR65 GPRIN3 GRIA2 GRK3 GSK3B GTF2A1 GTPBP2 HARS1 HBS1L HDAC4 HECA HERC3 HEXB HGF HIC2 HIVEP1 HMGXB3 HNF4G HOOK1 HOOK3 HOXA9 HOXB2 HOXC5 HOXD3 HTR2A HYCC1 ICAM1 IDI1 IDS IFFO2 IFIT1 IGF2R IKZF2 IL10RA IL19 IL2 IL27 IL31 ILF2 IMPG2 INO80D INO80E INPP5A INTS6L INTU IRAG2 IRAK3 IRF9 ISM1 JADE3 JAG1 JKAMP JRKL JUNB KCMF1 KCNA3 KCNA4 KCNJ2 KCTD9 KDM5C KIAA1549L KIF20A KITLG KLHDC1 KLHL17 KLHL24 KLHL8 KMT2C LAMC2 LARP1 LATS2 LCORL LEMD3 LEO1 LMNTD2 LONRF3 LOX LPGAT1 LPP LRATD1 LRATD2 LRP2BP LRRC39 LRRC59 LSM8 MACIR MAFF MAFK MAGI2 MAP3K10 MAP3K13 MAPK6 MBD2 MBD5 MBIP MBLAC2 MBTPS1 MBTPS2 MEP1A MID2 MIER3 MINDY2 MMP16 MMUT MOB1B MOCS2 MORC3 MORF4L2 MPZL3 MRPL19 MSI2 MSX2 MTHFD2 MTR MXD3 MYCBP2 MYCT1 MYLK3 MYO10 MYO1E MYSM1 MYT1L N4BP2 NADK2 NAV3 NBEA NCEH1 NCK1 NCS1 NEK5 NET1 NEUROD1 NFAT5 NKIRAS2 NKX2-2 NMUR2 NOL7 NOTCH1 NOTCH2 NOX1 NPR3 NR3C1 NRG1 NRXN3 NUBPL NUDT21 NUS1 NXPH2 OAZ1 OCIAD1 OCRL OGA OLFM3 OSBPL6 OTUD7B P2RY1 P4HTM PABPC4 PAFAH1B2 PAPSS2 PARP8 PARVA PAX5 PCDH15 PCDH17 PCDH18 PCDH9 PCGF3 PDCD6IP PDE4D PDIK1L PDP1 PDSS1 PDXP PDZRN4 PGBD2 PHF21B PHIP PHOX2A PIAS2 PIGH PIK3CA PIKFYVE PIM3 PIN1 PITPNM1 PLCH1 PLCL2 PLEKHG1 PLEKHG3 PLEKHG5 PLK3 PMS1 POGZ POLR2K POMGNT1 POMGNT2 PPFIA1 PPFIA3 PPIL4 PPP1CB PPP1R12A PPP1R1C PPP1R2 PPP2CB PPP3CA PPP4R3A PPP6C PREX1 PRKAA2 PRKCE PRMT2 PRPF38B PRPF39 PRR5L PRTG PSD3 PSMC2 PSTPIP2 PTBP3 PTGER3 PTGS2 PTPN11 PTPN4 PTPRK PTPRO PUM2 PYGO1 QKI QSER1 RAB11A RAB3A RAB3B RAC2 RAD51B RAD51C RALGAPA1 RANBP6 RAP2A RASSF8 RBM17 RCOR3 RELT REST RETREG1 RETSAT RFX3 RFX7 RIC1 RIMOC1 RIMS4 RNF121 RNF139 RNF180 RNF19A RNF19B RNF217 RNF38 RO60 RORA RORB RPE RPF1 RRN3 RRP15 RS1 RSBN1 RSPO3 RSRC2 RYBP SAV1 SAXO2 SCAMP1 SCG2 SCN2B SCN8A SDE2 SDR9C7 SEC14L1 SELENOI SELENOT SEMA3F SEMA4G SEMA6A SEMA6C SEMA7A SERPINB13 SESTD1 SETBP1 SGK1 SGTB SH3GLB1 SH3TC2 SKIC8 SKIL SLAIN1 SLC12A4 SLC12A6 SLC13A2 SLC24A3 SLC24A4 SLC25A22 SLC25A38 SLC25A4 SLC25A44 SLC25A53 SLC2A13 SLC2A4RG SLC35D1 SLC7A10 SLC7A14 SLC7A6 SLF1 SLIT2 SLITRK5 SLITRK6 SLTM SMAD2 SMAD9 SMG8 SMIM13 SMIM17 SNAI1 SNAPC1 SNX27 SOCS5 SP3 SPART SPATS2L SPDYE3 SPDYE5 SPEG SPIN4 SPRING1 SPRY1 SPTBN1 SPTY2D1 SREBF1 SREK1IP1 SRF SRGN SRRM4 ST3GAL1 ST6GALNAC5 STAB1 STAMBPL1 STARD3NL STC1 STT3B STX12 STX17 STXBP4 SUZ12 SYNCRIP TAFA1 TAGAP TBCA TBL1XR1 TBX3 TBX5 TCF12 TEAD1 TENT4B TET1 TET3 TFCP2L1 TFDP1 TFEC TGFB2 THOC2 THSD7A TIAM2 TICAM1 TMED5 TMEM117 TMEM135 TMEM170B TMEM182 TMEM200B TMEM236 TMEM252 TMEM33 TMEM97 TMLHE TMTC2 TMX3 TMX4 TOR1A TOX TP53BP2 TRA2A TRIM14 TRIM5 TRIT1 TRMT9B TRPC5OS TTC26 TTC28 TUT7 TWIST1 TWIST2 TXNDC11 TXNRD1 UBA6 UBE2B UBE2W UNC5D USP34 USP7 VEZF1 VGLL3 VPS37A WDR35 WDR44 WDR7 WIPF3 WNT4 WWP1 YIPF5 YIPF6 YOD1 YPEL3 YTHDF3 ZBTB20 ZBTB21 ZBTB22 ZC3H12C ZC3H6 ZDBF2 ZDHHC21 ZEB1 ZFP14 ZNF106 ZNF215 ZNF24 ZNF264 ZNF345 ZNF41 ZNF461 ZNF512B ZNF550 ZNF585A ZNF609 ZNF678 ZNF770 ZNF772 ZNF780B ZNF829 ZSWIM4 MIR96_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR96_3P ALG6 ARHGAP44 ARL13B ASPA BBC3 C12orf40 C1orf105 CACNB4 CCDC89 CDK14 CIBAR1 COL13A1 COPS6 CYB5R4 DISC1 DNAJC6 ELOVL6 EPHA5 GCM2 GFM2 GLYAT GPR63 HLA-DPA1 HNRNPC HTATIP2 INPP5F ITGAV KATNBL1 KITLG MAP7D2 MAPK6 MORF4L1 MORF4L2 NEDD1 NLGN4Y NR1D2 NUDT4 OGFRL1 ORC4 PDCD2 PINK1 PLCB4 PRDM4 PTBP2 PTN REPS2 RIT2 RWDD4 SATB1 SCN3A SDHAF3 SDHD SFXN1 SKA2 SLC22A10 SLC6A15 SMURF2 SPATA9 SPDL1 STAU2 STXBP5L SUCLA2 TCFL5 TMEM41B TSHZ2 TTBK2 UBE2D3 WASF3 ZGRF1 ZNF665 ZNRF3 MIR96_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR96_5P AATK ABCA2 ABCD1 ABHD13 ACTRT3 ADCY6 ADD3 ADGRA2 ADGRB3 ADGRL2 ADK AEBP2 AGO4 AHR AJAP1 AK3 ALK ANKIB1 ANKRD27 ANXA11 AP3S1 APPL1 AQP2 ARHGAP6 ARHGEF12 ARHGEF3 ARPC5L ARPP19 ASH1L ATG16L1 ATG9A ATP2B4 ATXN1 ATXN3 AZIN1 B3GNT2 B4GALNT1 BCL2L12 BCR BICD2 BICRAL BNC2 BNIP3 BRINP2 BRMS1L BRPF3 BRWD3 C2orf72 C5orf22 CACNA2D2 CACNB4 CADM2 CAMK2N1 CAMKK2 CASP2 CAV1 CBFA2T3 CD164 CDH20 CDK18 CELSR1 CELSR2 CEP170B CERS2 CHIC1 CHST1 CHST10 CLN5 CLOCK CLVS2 CNN3 CNNM3 CNOT6L CNTN1 COL13A1 COL25A1 CPEB1 CPSF6 CREB3L2 CREBRF CRKL CRYGS CTDSP1 CTTN CYRIB DAAM1 DCUN1D1 DCUN1D3 DDAH1 DDHD1 DENND2C DEPDC1 DEPTOR DEUP1 DHCR24 DHX8 DLAT DLEU7 DMXL1 DNAAF9 DOCK1 DOCK4 DOCK9 DPY19L3 DPYD E2F5 EBF3 EDEM1 EDNRB EIF3J EIF4EBP2 EIF5 ELAVL4 ELOVL5 EOMES EPAS1 EPHA3 ERC2 ERG ERLIN1 EVI5 EXT1 FAM171A1 FAM216A FAM43A FARP1 FBXO41 FBXW11 FEM1B FGF9 FKBP7 FN1 FNDC3B FOXF2 FOXK2 FOXO1 FOXO3 FOXQ1 FRMD5 FRS2 FYCO1 FZD3 GABRB1 GALNT2 GAN GAP43 GBP5 GCNT1 GDNF GIT2 GJC1 GLE1 GNAI3 GNAO1 GPC3 GPHN GPR135 GPR22 GRB2 GRHL2 GRIA1 GXYLT1 HAS2 HBEGF HBP1 HDAC7 HOOK3 HOXA9 HSPA2 IGF1R IGF2BP1 IGSF11 INSIG2 IRS1 ITPR1 ITPR2 JMJD1C JPT2 KCNG3 KCNJ14 KCNK9 KCTD2 KIAA0513 KIAA1217 KLHL34 KLHL4 KLHL7 KPNB1 KRAS L1CAM LAMC1 LCP1 LDB3 LGI1 LHX1 LILRA1 LMTK2 LMTK3 LNX2 LPP LRCH2 LRIG1 LRRC28 LRRC3 LRRC4 LRRC7 MAGEL2 MAK MAP1B MAP2K1 MAP2K3 MAP3K2 MAP3K3 MAPRE1 MAST4 MCMBP MED1 MED14 MFAP3 MFAP3L MIGA1 MITF MORF4L1 MORF4L2 MRAS MROH2A MSN MTDH MTHFD2L MTOR MTSS1 MYRIP NANOS1 NCALD NCKAP1 NDST1 NEK7 NEUROD4 NEXMIF NHLRC3 NLGN2 NOVA1 NOVA2 NPTX2 NRN1 NTN4 NUDT13 NUS1 OGT OLFM1 OR10W1 OTUD6B OVOL1 OXGR1 OXSR1 PAFAH1B1 PAIP1 PAK1 PALLD PBX2 PC PCCA PCGF5 PDE8B PDZD8 PDZRN4 PEDS1 PGAP1 PHACTR4 PHAF1 PHF20L1 PHIP PHYHIPL PIK3C2A PIK3R1 PLAAT5 PLAGL1 PLCB4 PLEKHM1 PLOD2 PLPPR4 PNPLA1 POU2F2 PPIL1 PPM1F PPM1L PPP1R11 PPP1R9B PPP3CA PPP3R1 PPP4R2 PPP4R3A PRDM16 PRIMA1 PRKAR1A PRKCE PRRG3 PRRT3 PRRX1 PRTG PSME4 PTGER3 PTP4A1 PTPMT1 PURA PYGO2 QKI RAB10 RAB23 RAB27A RAB2A RAB35 RAB3C RAB8B RAD23B RALB RALGPS1 RAPGEF4 RARG RASA1 RASSF8 RBM20 RDH11 REEP1 RELL1 REPS2 REV1 RFTN1 RGPD1 RGS17 RGS2 RHPN2 RICTOR RIOX1 RITA1 RNF139 RNF183 RPS6KA6 RUNDC3B RWDD4 SAR1B SCML4 SCYL3 SDC2 SELENOI SEPTIN9 SERINC5 SERPINB2 SESN3 SEZ6L SH3BP5 SH3KBP1 SH3PXD2B SHC4 SIK3 SIN3B SINHCAF SLAIN2 SLC12A5 SLC12A6 SLC16A9 SLC18A3 SLC1A1 SLC22A5 SLC24A4 SLC26A9 SLC33A1 SLC35A1 SLC38A4 SLC39A1 SLC39A9 SLC44A2 SLC44A5 SLC6A9 SLC7A8 SLC9A2 SLF2 SLITRK4 SMAD1 SNX16 SNX30 SOGA1 SORT1 SOX5 SOX6 SPAG8 SPAST SPEN SPIN1 SPRY3 SPSB1 ST6GALNAC3 ST7 STAG1 STK17A STK17B STK19 STMND1 STX5 SV2C TAC1 TAF4B TAPT1 TARBP1 TBL1X TBR1 TCF7L2 THBS2 TMEM169 TMEM170B TMEM198 TMEM52B TNS3 TOPORS TOX TPR TRABD2B TRIB3 TRIM46 TRIM9 TRIO TTYH3 TUT4 UBE2G1 UBE2Q2 UCK2 UNC13C USF3 USP45 USP5 VAMP3 VAT1 VAT1L WDR82 WIPI2 XKR4 YES1 YIPF4 YWHAG ZBTB41 ZCCHC14 ZCCHC3 ZDHHC17 ZEB1 ZFAND5 ZFC3H1 ZFHX4 ZFP36L1 ZHX1 ZHX2 ZIC2 ZNF667 ZNF704 ZNF850 MIR9718 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR9718 ACVR1 ADGRE2 AHCYL2 ANK3 ANKRD50 AP4E1 ARHGAP36 ATG4A ATP2A2 ATXN3 BBS1 BCL6 BIRC6 BLM BNIP3L CAMK4 CAV1 CCDC144NL CCDC146 CD80 CHAMP1 CHPT1 CISD1 COG6 COL19A1 COL4A1 CRYGN DCX DDX59 DEK DMC1 DYRK1A EFR3A ELAPOR2 ELOVL1 EMILIN3 EPHA3 FAM168B FAM210B FNDC5 FUT9 FXYD6 G6PC1 GEMIN2 GPR15 HMGB3 IKZF1 KATNAL2 KDM5B LAPTM4B LEPROT LMLN LOXL3 LSM14A MEF2C MRAP2 NAT2 NBEA NFATC1 NPEPPS NR1D2 OTULINL PITX2 PLD5 PRKAB1 PRTG PSD3 PSTPIP2 PTN PVRIG RABGEF1 RAG1 RLF RORA SALL1 SCN3A SLAIN1 SLC26A4 SLC46A3 SLIT2 SMARCAD1 SSH1 STK32B STK40 TCF21 TIMM23B TMEM184A TMEM185B TMEM33 TRAF3 TSNAX TXNDC16 VASH2 WDFY3 WDR64 ZBTB21 ZC3H6 ZDHHC1 ZMAT4 ZNF426 ZSCAN22 ZSCAN31 MIR9851_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR9851_3P ADSS2 AMMECR1L ANKRD40 ANKRD44 ARFGAP2 ARHGAP21 ARHGEF12 ARL8B ARMC7 ASAP2 ATF7IP AZIN1 B3GALT1 C12orf60 CACNA2D2 CAMTA1 CARHSP1 CAV1 CCDC190 CCND1 CCND2 CDC42SE2 CDCA7L CELSR3 CEP170B CEP43 CHIC2 CMTM4 COL11A1 COMMD7 CSMD1 CTDSP1 CYGB DAZAP2 DCUN1D2 DLX5 DNAJC3 DOP1A DPP8 DUSP18 EGR1 EIF4EBP2 ELMO2 EPB41L4B ETV1 FAF2 FBXL5 FBXO41 FBXW11 FGF9 FKBP9 FLOT2 FMC1-LUC7L2 FOXK2 FOXO1 FRMD5 FUT8 FZD5 GALNT13 GLRX3 GNAI3 GRIK4 GRM1 GTDC1 HADH HCN1 HDAC7 HEATR1 HP1BP3 HS3ST5 IDH2 IKZF2 IL17RD INPP5A IQCK JHY JPT2 KIAA1143 KIF13A KLF6 KLHL24 KRT74 L3MBTL3 LDLRAP1 LNX2 LRCH2 LSMEM2 LUC7L2 MAP3K20 MAP4K5 MBNL3 MMD2 MSN MTSS1 MYO18A MYO1B MYO5B NCDN NDST1 NEMP1 NEUROD4 NFYB NRG2 NXN OGFOD2 OGT OSBPL11 OTUD4 OTUD7A OVOL1 OVOL2 PAFAH1B1 PAM PCDH7 PDE3A PDE6C PI15 PIK3C2A PLEKHF2 PLK3 PSD3 PSEN2 PTP4A1 PTPDC1 RALB RGPD2 RIMS4 RNF152 RNF165 RNF19A RNMT ROBO2 RPP14 RPP30 RPS6KA6 SEC24D SEMA4D SERF2 SERTAD4 SH2B3 SIRPA SLC12A9 SLC25A44 SLC26A7 SLC7A8 SNX1 SOCS7 SP1 SPOCK3 SPOUT1 SPRY3 SPSB1 SRGAP3 SRSF10 ST6GALNAC4 STK26 STK36 STX17 TET1 TET3 TIMP3 TLCD3A TMEM117 TMEM163 TMEM214 TOR3A TRPM3 TTYH3 TWSG1 UBTD2 UGT8 USP49 VKORC1L1 WDR82 WIPF1 XIAP YOD1 ZDHHC17 ZFPM2 ZNF496 ZNF695 MIR9851_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR9851_5P ABCD1 ACOT11 ADCY1 AFDN ANKRD60 BCORL1 BTBD7 CABLES2 CBLN3 CDS1 CFAP44 CHD2 CIT CNOT2 DHCR7 DLG2 DNAJB6 DUSP10 E2F4 EFNB1 EVX1 FAM210B FAM216B FAM76B FBXO32 FRS2 GAS7 GPD1 GPRASP1 GRIK3 GTF2A1 HDGFL3 HIF1A HIPK1 HSD17B12 HTRA1 IGF2R IKBKE ING1 INSYN2A KCNH7 KIAA1549 KIF6 KMT2A LPIN3 LRRTM2 LSP1 LTB4R2 MAPK6 MAPK8 MAPKAPK5 MCM6 MLEC MMP24 MPI NAT8 NCOA2 NCS1 NFX1 NISCH NKX2-1 NOXRED1 NRK NTNG1 OPRM1 PCGF6 PHF21A PIGU PLD5 POLR3A PPP1CC PSTPIP2 PTPN1 PTPRK PXN RAB30 RAB43 RAP1A RAP1B RAPGEF5 RASA1 RBM12 RETREG2 RIMS3 RPS6KA5 SCUBE3 SERPINF2 SETD7 SIGLEC15 SLC1A2 SLC30A7 SLC39A8 SLC43A2 SLC5A3 SLC6A6 SLITRK3 SMU1 SNX30 SOD2 SOGA1 SPIN2A SPIN2B SPTY2D1 SRI SRPK1 SULF1 SURF4 SV2B SZRD1 TCF12 TCF20 TFDP2 TSHZ1 TTYH3 YOD1 ZDHHC9 MIR9898 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR9898 ARL5A BCOR BDNF C17orf80 CARF CHAMP1 CLU CPSF6 DAB2IP DDHD1 DGKE DIDO1 ELOVL7 EPM2AIP1 FABP7 FAM227A FMNL3 GABRB3 GRID2 HOXD3 JRKL KLHDC1 KLHL2 KLHL23 MARK1 MCOLN3 MED12L NFIB NTRK2 NUMB OGT POLR3E PRR16 RBM26 RNF185 RPRD1A SEPTIN7 SERPINB8 SHTN1 SLC25A32 SRSF2 SRSF5 TAOK1 TARDBP TASOR TDRD5 THAP6 TMEM47 TRAPPC13 UFSP2 UNC13C WDR26 XKR4 ZFC3H1 ZIC4 ZNF322 ZNF792 ZRANB2 MIR9899 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR9899 GALNT9 NCK2 PAK6-AS1 RALGAPB ST18 WDR90 MIR98_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR98_3P AAK1 AASDH ABI1 ACBD3 ACTL6A ACTR3 ACTR3C ACVR1 ACVR2B ADAM28 ADRB2 AFF3 AGTR1 AHR AKAP10 AKAP12 AKAP13 AKAP6 AKAP9 AKTIP ALDH1L2 ALG10B ALKBH8 AMMECR1 ANAPC13 ANK3 ANKRD44 ANO4 ANO5 AP1S3 APOOL APP APPL1 ARAP2 ARFGEF2 ARHGAP12 ARHGAP20 ARHGAP44 ARHGEF28 ARHGEF33 ARID1B ARID4A ARID4B ARIH1 ASAH1 ASAP2 ASB11 ATAD5 ATF2 ATG2B ATL1 ATP6V1H ATRX AUTS2 B3GLCT B3GNT2 BAG2 BASP1 BAZ1B BCAP29 BCL6 BDNF BHLHE40 BLOC1S4 BLTP1 BMAL1 BMP3 BMPER BMPR2 BRD1 BRF2 BRIP1 BRWD3 BST1 BTAF1 BTBD3 BTF3L4 BTNL9 C11orf54 C11orf58 C18orf63 C1QBP C1QTNF7 C5orf58 C7orf57 CAB39 CACNA1C CACNA2D1 CADM1 CALN1 CAMTA1 CARF CASP8AP2 CCDC102B CCDC126 CCDC186 CCL7 CCNA2 CCNE2 CCNY CD38 CDC7 CDH20 CDK19 CECR2 CEMIP2 CENPE CEP192 CEP41 CEP57 CEP76 CEPT1 CERT1 CFTR CHD1 CHD3 CIAO2A CILK1 CLASP2 CLDN1 CLDN12 CLDN16 CLIP1 CLOCK CMPK1 CNNM4 CNOT6 CNOT6L CNR1 CNTN1 COG7 COL11A1 COL19A1 COL1A2 COL4A1 CORO1C CPEB2 CPEB3 CPNE2 CRACD CREBRF CREBZF CRISPLD1 CRY1 CTNNB1 CTR9 CTTNBP2NL CTU2 CUL1 CWC22 CYP7B1 DAAM1 DACH1 DACT1 DCAF6 DCAF7 DCBLD2 DCC DCLK3 DCLRE1B DCUN1D4 DDX21 DENND1B DENND2B DENND4A DERL1 DGKH DKK3 DLL1 DLL4 DLX2 DMTF1 DNAJB5 DNALI1 DNPEP DOCK1 DOCK10 DOCK11 DOP1A DPM1 DR1 DSG2 DUSP6 DYNC2LI1 E2F5 E2F8 EBF3 EDIL3 EEA1 EFNB1 EFR3A EGFL6 EIF1AD EIF4A2 EIF4ENIF1 EIF4G3 ELAVL2 ELK4 ELOVL2 ELOVL7 EMP2 EPHB4 EPS15L1 ERF ERI1 ETS2 F2RL1 F3 FA2H FAM117B FAM204A FAM3C FAM76B FAT3 FBLN5 FBN1 FBXL3 FBXO33 FBXO34 FBXO43 FBXO45 FGD6 FGF7 FGFR2 FLT3LG FNBP4 FNDC3A FNDC3B FOXN2 FOXO1 FOXP1 FREM2 FRMD4B FRMD6 FRS2 FSCN1 FSHB FSTL5 FUT9 FYTTD1 FZD6 GABRG1 GATA3 GDAP1 GDAP2 GIGYF2 GLCCI1 GLS GNA13 GNAI3 GNAL GNAQ GNB4 GOLGA2 GOLIM4 GP1BA GPR158 GPR37 GPRIN3 GRHL3 GRIA3 GRK5 GRM3 GRM5 GSK3B GTF2A1 GTF2I GTF3C3 GUCY1B1 GULP1 HEATR5B HECTD1 HECTD2 HERC2 HES1 HIC1 HIP1 HIPK3 HIVEP2 HMGCR HMGXB4 HNRNPA1 HNRNPA1L2 HNRNPA2B1 HNRNPD HOOK3 HOXA9 HS6ST2 HSPA14 HTR2A HYCC1 HYCC2 ICE1 ID1 ID4 IER5 IGF1R IGFBP1 IKZF2 IMPACT INO80D IPMK IREB2 IRX3 ISM1 ITCH ITGA6 ITGAV ITM2B ITM2C JAG1 JAG2 JAK2 JPH1 KBTBD7 KCNJ15 KDM2B KDM5B KDM6A KDM7A KIAA0408 KIAA1217 KIF11 KIF21A KIF2A KIF3A KIN KLF12 KLF2 KLF3 KLF4 KLHDC2 KLHL2 KMT2C KPNA3 KRAS KRBOX4 L3HYPDH LAMP2 LATS1 LCOR LEMD3 LGALSL LGR4 LHFPL3 LILRA1 LIN54 LIN9 LIPG LIX1L LRCH4 LRP1B LRP6 LRRC1 LRRC32 LRRC4 LRRTM4 LSM14A LTN1 LY75 LYPLAL1 LYSMD3 MAGI1 MALT1 MAN1A1 MAP2 MAP2K3 MAPKAPK5 MARCHF6 MARK1 MAST4 MATN2 MBLAC2 MBNL1 MBNL2 MECOM MED14 MED6 MEF2C MEF2D MEX3B MIF4GD MINDY3 MLLT10 MLLT6 MMAB MMP20 MMS22L MNX1 MON2 MPC2 MRPL44 MSANTD2 MTARC1 MTF1 MYCBP2 MYCN MYT1L N4BP2 NAA16 NAA20 NAA25 NADK2 NASP NBEA NCKAP1 NCOA2 NDC1 NECTIN1 NEUROG2 NF1 NFAT5 NFYB NGDN NKTR NLGN1 NOL4 NPY NPY1R NR2F2 NR3C1 NR4A3 NR5A2 NRBF2 NRP1 NRP2 NTN4 NUDT11 NUDT12 NUDT4 NUFIP2 NUP35 NUP58 NUP98 OLFML2B OLIG3 OPA1 OTUD4 OTUD6B OTX2 OXR1 PAK2 PALS2 PAN3 PANK3 PARD6B PARPBP PAXBP1 PCDH8 PCSK2 PDE10A PDLIM5 PDZRN3 PEAK1 PECR PEX5L PFKFB3 PHACTR2 PHC3 PHIP PHYHIPL PI15 PIAS1 PIK3C2A PIK3R4 PIKFYVE PLAG1 PLCL2 PLEKHA6 PLPP3 PNISR POLR1F POLR2K POU2AF3 POU4F2 PPFIA2 PPM1A PPM1D PPM1L PPP1R15B PPP1R2 PPP1R21 PPP1R3F PPP3CA PPP4R2 PPP4R3B PRDM16 PRDM2 PRKAA1 PRPF38B PRPF8 PRR12 PRRC1 PSD2 PSD3 PSIP1 PTBP3 PTCH1 PTER PTMS PTPRE PUM1 PUM2 QKI RAB10 RAB11B RAB11FIP2 RAB11FIP3 RAB14 RAB2A RAB3GAP2 RAB6B RAB6D RABGGTB RAD21 RALGDS RAPH1 RASEF RASGEF1A RBM12B RBM22 RBPJ RC3H1 RDX RELCH REV3L RFX1 RHOA RHOBTB3 RHOT1 RICTOR RIF1 RIMKLB RIPPLY2 RNF138 RNF149 RNF180 RNF216 RNF24 ROCK1 RORA RPRD1A RPRD1B RPS16 RSF1 RSRP1 RTN1 SALL3 SAMD12 SATB1 SBF2 SCAI SCAMP1 SCARF1 SCN2A SCN7A SCX SDC2 SDHAF3 SEC22C SECISBP2L SELENOK SEMA3C SEPHS1 SEPTIN9 SET SFPQ SGO1 SGTB SH3GL3 SHOC2 SLAIN2 SLC18A2 SLC2A13 SLC34A2 SLC35A3 SLC39A10 SLC39A6 SLC4A5 SLC6A11 SLC6A14 SLC6A17 SLC6A4 SMARCA2 SMARCA5 SNAPC1 SNCAIP SORBS1 SOS2 SOWAHC SOX9 SP4 SP8 SPAST SPEN SPESP1 SPINDOC SPOCK3 SPOPL SPRED1 SPRY1 SPRY2 SPTB SRBD1 SRSF1 SRSF11 SRSF2 STK24 STK38L STK40 STON2 SUN1 SV2B SYF2 SYNGR3 TAF2 TAF4B TAFA4 TAOK1 TAS2R14 TASP1 TBC1D2B TBR1 TCERG1L TCF20 TCF3 TEAD1 TET2 TET3 TFRC TGFB3 TGFBR3 THAP12 THRB TIGD7 TLE1 TLE4 TM4SF4 TMED7 TMEM132B TMEM87A TMTC2 TMTC4 TNS3 TOB1 TRA2A TRAK1 TRGC1 TRHDE TRIM6 TRIM63 TRPM7 TSHZ3 TSLP TTC30A TTF2 TUT4 TVP23B TVP23C U2SURP UBE2B UBE2H UBE2Q2 UBE2W UBE3C UBFD1 UBL3 UBN1 UBN2 UBQLN1 UBR1 UBTF UBXN7 ULBP1 ULK1 UNC119B USF3 USP12 USP24 USP25 USP32 USP34 UTRN VAPA VAV3 VCL VEZF1 VMA21 WAC WASF3 WDR26 WIPI1 WNT5B WWC1 WWC2 XPO1 YTHDC1 YTHDF3 YY1 ZBTB14 ZBTB39 ZC3H11A ZDHHC20 ZFPM2 ZFY ZFYVE16 ZFYVE21 ZIC1 ZMIZ1 ZMYM4 ZMYM6 ZMYND8 ZNF236 ZNF292 ZNF302 ZNF326 ZNF367 ZNF430 ZNF506 ZNF518A ZNF518B ZNF569 ZNF780A ZNF800 ZNF827 MIR98_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR98_5P ABCB9 ABCC5 ABHD17C ABL2 ABT1 ACER2 ACSL6 ACTA1 ACVR1C ACVR2A ADAMTS15 ADAMTS8 ADRB2 ADRB3 AEN AGAP1 AGO4 AHCTF1 AKAP6 AMOT AMT ANKRA2 AP1S1 APBB3 ARG2 ARHGAP28 ARHGEF38 ARID3A ARID3B ARL5A ARMT1 ASAP1 ATL2 ATOSB ATP2A2 ATP8B4 B3GNT7 B4GAT1 BACH1 BEGAIN BEND4 BIN3 BSN BZW1 C14orf28 C15orf39 C19orf47 C8orf58 CADM2 CARNMT1 CASP3 CBX5 CCL7 CCND2 CCNJ CD164 CD59 CDC25A CDC34 CDKN1A CEMIP2 CEP120 CEP135 CERCAM CERT1 CHD4 CLCN5 CLDN12 CLDN16 CLP1 CNOT6L CNTRL COIL COL1A2 COL27A1 COL3A1 COL4A1 COL4A2 COL4A6 COL5A2 CPA4 CPEB1 CPEB2 CPEB3 CRTAM DCAF15 DCUN1D2 DDI2 DDTL DDX19A DDX19B DHX57 DIP2A DLC1 DLST DMD DNA2 DNAAF9 DNAJA2 DNAJC1 DPH3 DPP6 DTX2 DTX4 DUSP1 DUSP22 DVL3 E2F2 E2F5 E2F6 EDEM3 EDN1 EEA1 EEF2K EFHD2 EIF4G2 ELF4 ELP1 ENTPD7 ENTREP2 EPHA4 ERCC4 ERCC6 ERO1A ERVH48-1 ESR2 FAM104A FAM135A FASLG FAXC FBXL12 FGD6 FGF11 FIGN FIGNL2 FNDC3A FNDC3B FNIP1 FNIP2 FRAS1 FRMD4B FZD3 FZD4 GABBR2 GALC GALNT1 GALNT2 GAN GAS7 GATM GCNT4 GDF6 GFM2 GJC1 GNG5 GNPTAB GOLT1B GPATCH2 GPCPD1 GPR26 GTF2I GXYLT1 GYG2 HAND1 HAS2 HDLBP HDX HECTD2 HIC2 HIF1AN HIP1 HMGA2 HOOK1 HOXA1 HOXD1 HSPA14 IGDCC3 IGDCC4 IGF1R IGF2BP1 IGF2BP2 IGF2BP3 IKZF2 IL13 IMPG2 INSR IQCB1 IRS2 ITGB3 KCNC2 KCNJ11 KCTD17 KCTD21 KDM3A KIAA0930 KIAA1958 KLF8 KLF9 KLHDC8B KLHL31 LAMP2 LBR LEPROTL1 LIMD2 LIN28A LIN28B LINGO1 LIPH LIPT2 LPGAT1 LRIG2 LRIG3 MAP3K1 MAP3K9 MAP4K3 MAPK6 MAPK8 MARS2 MASP1 MBD2 MDM4 MED8 MEF2C MEIS2 MFSD4A MIB1 MMS22L MRS2 MTDH MYCN NAP1L1 NAT8L NEK3 NGF NHLRC3 NIPAL4 NKAPD1 NME4 NME6 NPEPL1 NPHP3 NR6A1 NRAS NYNRIN ONECUT2 OPA3 OSBPL3 OSMR PABIR1 PALD1 PAPPA PARP8 PARPBP PBX1 PBX2 PBX3 PCDH19 PCGF3 PDE12 PDPR PEG10 PEX11B PGRMC1 PIGA PIK3IP1 PLA2G3 PLAGL2 PLEKHA8 PLEKHG6 PLEKHO1 PLPP5 PLPP6 PLXNC1 PLXND1 POGLUT1 POGZ POLL POLR3D PPP1R15B PPP1R16B PRLR PRPF38B PRSS22 PRTG PTAFR PTPRD PXDN PXT1 RAB11FIP4 RAB8B RALB RANBP2 RASGRP1 RBFOX2 RDX RFX6 RGS16 RGS6 RICTOR RIMOC1 RNF165 RNF20 RSPO2 RUFY3 SALL3 SALL4 SCD SCN11A SCN4B SDK1 SEMA4C SEMA4G SENP2 SENP5 SESTD1 SFMBT1 SIGLEC14 SIGLEC5 SKIL SLC10A7 SLC16A9 SLC20A1 SLC22A23 SLC25A27 SLC2A12 SLC31A2 SLC35D2 SLC38A9 SLC5A6 SLC5A9 SLF2 SMARCAD1 SMC1A SMIM3 SNX16 SNX30 SOCS4 SPRYD4 SRD5A3 SRGAP1 STARD13 STARD3NL STARD9 STIMATE STK40 STRBP STX3 SUB1 TAF9B TBKBP1 TECPR2 TET3 TGFBR1 TGFBR3 THOC2 THRSP TMC7 TMEM121B TMEM167A TMEM234 TMEM65 TMOD2 TMPPE TMPRSS2 TNFSF9 TRANK1 TRIM67 TRIM71 TSEN34 TSPEAR TTLL4 UGCG UHRF2 USP24 USP38 USP44 UTRN VAV3 VIRMA WDR37 WNT9B XK XKR8 XRN1 XYLT1 YOD1 YPEL2 ZBP1 ZBTB5 ZBTB8B ZCCHC9 ZFYVE26 ZNF275 ZNF280B ZNF322 ZNF512B ZNF516 ZNF583 ZNF644 ZNF689 ZNF710 ZNF784 ZSWIM5 MIR9900 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR9900 ADGRL3 ALDOB ATP11B C18orf32 CCDC150 CDC42SE2 CERK CNOT6L COG5 CSF1 DERL1 DESI2 FGFR3 GABRA2 GPR55 HOXC6 KCNQ2 KDM7A NCBP3 NFIL3 NLRP2B NOL3 NPTX1 NR3C2 NUAK1 PMPCB PPP4R1 PRRG4 RALGPS1 RAPGEF1 RGS3 RPL17-C18orf32 RPL28 RRAGC SCX SLC25A38 SMLR1 ST6GALNAC5 STX3 TRPC5 TYW3 UBN2 ZC3H11A ZC3H11C ZC3HC1 MIR9902 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR9902 A2M ACTN4 ADAM12 ADCY1 ADCY2 ADH5 ADTRP AGTR2 AJAP1 AKIRIN1 AMD1 ANKLE2 ANKRD28 ANKRD61 ANTXR1 AOPEP ARHGAP19 ARHGEF12 ARHGEF3 ARRB2 ASIC1 ATOH8 BBX BDH2 BICC1 BLOC1S6 BOC BPNT1 C18orf25 C1QL3 C5orf47 CABLES1 CALCRL CALU CCDC141 CCND2 CDK6 CEMIP2 CEP170 CEP57L1 CERS6 CERT1 CFAP221 CFAP47 CHD1 CHERP CHMP7 CHRAC1 CHRDL1 CLEC12A CLMN CLSPN CNOT4 CNTNAP5 COPS8 CORO1A CPD CPSF2 CREB5 CRTAP CTDSPL2 CTNNA3 CUL4A DCAF12L1 DCBLD2 DENND2D DNAJC15 DNM1 DPP10 DPY30 DTD1 DTNA EFCAB2 EID1 EIF3A ELAVL4 ELK4 ELMOD1 ELOVL6 ENPP3 ENTREP2 EPHA3 ESF1 ETNK1 FAM199X FAP FCAMR FGD4 FGF4 FIP1L1 FOXJ3 FOXO1 FRAT2 FSTL1 FUT1 FZD3 G2E3 G3BP1 GABRA5 GALNT13 GARRE1 GHITM GLTP GLUD1 GMFB GOPC GPA33 GPANK1 GPR62 GRM5 GRPEL2 H3-3A HBEGF HECTD2 HELQ HSD17B12 HSPA13 IBTK ICE2 ICMT IKZF2 IL10RA IL1A IL20RA IRAG1 ISCA1 JPH4 KCTD2 KDM2B KIF11 KLF2 KLF7 KRT5 LIN54 LRTM2 LYRM9 MCF2 ME2 MED13L METTL21A MFSD11 MGP MICU3 MKX MORC3 MTMR12 NAV1 NDUFB6 NEGR1 NEXMIF NEXN NKRF NMT2 NPAS3 NR2F1 NR4A3 NRXN1 NUCB1 NXPH1 OGT OLIG3 OTP OTX1 P2RY14 P4HA1 PADI2 PAFAH1B1 PALB2 PALM2AKAP2 PAQR6 PCGF2 PCGF5 PDCD6IP PDE4DIP PDIK1L PDLIM4 PGC PHF6 PIAS1 PIGA PIGN PITPNB PLXDC2 POMT2 POU2AF1 POU3F1 POU3F3 PPM1H PPP1R12A PPP1R21 PPP2CA PRPH2 PRPS2 PRR15 PRTG PSMD9 PSME3 PSMF1 PTER PTPMT1 PVALB RAB21 RALGAPB RAPGEF4 RGS6 RNASEL RNF2 RNF212B RPAP2 RPF2 RTF1 RWDD3 RWDD4 SACS SCG2 SEL1L SERINC3 SH2B3 SHCBP1 SHKBP1 SHTN1 SIAH1 SKIDA1 SLC12A3 SLC25A27 SLC25A33 SLC30A5 SLC30A7 SLC35A3 SLC39A9 SLC7A10 SNX7 SPATA8 SPOCK1 SPTSSB SREK1 SRSF1 SSRP1 STARD7 STIM2 STUM STX17 SUDS3 SYNGAP1 TAF4B TANK TBL1XR1 TBX15 TCAF1 TFPI THBD TIPRL TLN2 TNFRSF10B TNFRSF1A TNFSF4 TNIK TNPO2 TP53INP1 TP53INP2 TRAF6 TRIM60 TRIM9 TRIO TRPC5 TTC7A UBQLN1 UBR2 UFC1 UNC119B UNKL URM1 USP16 WDR5 XIAP XPNPEP3 XRCC5 ZBTB20 ZBTB34 ZBTB8B ZFR ZMYM4 ZNF587B ZNF776 ZNF814 ZNF827 ZNRF2 ZSWIM6 MIR9903 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR9903 AKAIN1 APRG1 ARHGEF33 ATIC C20orf203 C2CD6 C8orf58 CCDC174 CDK13 CDKN2AIP CEACAM5 CEACAM8 CRACDL EIF3J EIF5AL1 ENOSF1 EXOC4 FAM89A FUT9 GPC6 GRIN2A IGFBP3 KHK KHSRP KTN1 LZIC MACROD2 MLEC MYO1B NEGR1 PKNOX1 PPCS PRR7 PRTG PRY PRY2 PTX3 PXMP4 RASL12 RBL1 RIMS1 SAXO2 SEPTIN7 SGCZ SLC39A6 SLC50A1 SLC6A1 ST13 TMEM178B TMTC1 VWA2 ZNF705EP ZXDA ZXDB MIR9983_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR9983_3P ACSL4 ACTN1 ACTN4 ACVR1C ADAM10 ADCY2 ADD3 AGO3 AHDC1 AKAP10 ALOX12B AMMECR1 AMOTL2 ANKRD12 ANKRD55 ANKS1B APC APCDD1 APOOL ARHGEF10L ARID1B ARID3A ARID4A ARL10 ARL17A AS3MT ATF7IP ATG14 ATP2B3 ATRN AUTS2 BACH2 BEAN1 BEND7 BICD2 BPTF BRD3 C11orf54 C1RL C2orf88 C3orf38 C6orf47 CACNA1B CACNB4 CACNG2 CADM1 CADM2 CALM1 CAMK1D CAMK2N1 CAMK4 CAMTA1 CASP6 CBLB CBLIF CBX4 CBX7 CCDC170 CCDC43 CCR6 CD2AP CDC42EP3 CDCA2 CDH12 CELF1 CELF2 CEP41 CERS6 CFAP68 CHMP2B CHRNA3 CIB2 CKAP4 CLNK CLOCK CNN3 CNTN4 CNTNAP2 COL1A1 COL5A1 COL8A1 CPT1A CRB1 CREB5 CREBRF CRIM1 CSMD2 CTBP2 CTC1 CTDSPL2 CTH CXXC4 CYP20A1 DAAM1 DAB2IP DCAF4L1 DCAF5 DCLRE1C DDHD1 DENND10 DENND1B DENND5B DGKH DLK1 DNAJB5 DNAJC13 DNMT3A DSE DSTYK DUSP10 EBF1 EIF4G3 ELAVL4 ELF1 ELK3 EP300 ERAP1 ERMN ETNK1 ETS1 ETV1 ETV5 ETV6 F13A1 F2R FAM210B FAT3 FBXL4 FCHO2 FHIP2A FKBP5 FMR1 FNDC5 FOXP2 FRYL FST FTHL17 FUT9 FXR1 G3BP1 GABBR2 GALNT1 GANC GDE1 GFRA2 GK GK5 GLCCI1 GLUL GNAQ GNRHR GPR161 GRIA4 GRIP1 GRM5 GTF2A1 GTF2H5 HAPLN1 HBS1L HCN1 HDAC9 HIC2 HIPK1 HIPK2 HNRNPR HOXA5 HOXC10 HS1BP3 ICAM4 IFFO2 IFI44L IFT80 IGF1 IGIP IKZF2 IKZF5 IL17RB IL27RA IMPG2 INHBC INO80D ITPR1 IVD JADE1 JARID2 KANK4 KCNAB1 KCNB1 KCTD1 KIAA0232 KIF1B KIF26A KLF17 KLF7 KLHL24 KLHL28 KLHL31 KLHL32 KLHL5 LAMA4 LANCL1 LARP1 LDB3 LEPROTL1 LHX2 LIMS1 LIN54 LINGO2 LMNA LPP LRIG3 LRRC2 LRRC4C LYRM7 MAN1A2 MAP3K13 MAPK1 MAPRE1 MARVELD3 MAST4 MATN2 MATR3 MBNL1 MBNL3 MDM4 MED12L MED13L MED26 MED29 MEF2A MEGF11 MEPE METTL2A MFAP3L MGLL MIER3 MINAR1 MINDY2 MME MMP19 MRPL44 MTF1 MYCBP2 NAA35 NALF1 NCOA1 NEBL NEDD1 NEUROD2 NEXMIF NFIB NFIC NIPBL NOL4 NPEPPS NR2C2 NR4A2 NRG2 NRXN1 NRXN3 NUP43 NUP50 NUS1 OSTM1 OTUD6B OTUD7B OTX1 OXR1 PABPC5 PAK3 PALM2AKAP2 PAX6 PBX1 PBX3 PCDH10 PCDH17 PCDH7 PCLO PDCD6 PDE12 PDS5A PDZRN4 PGR PGRMC2 PHAX PHF21A PHF3 PHIP PIAS4 PIEZO2 PIGBOS1 PIGK PIK3R1 PITPNB PKHD1 PKNOX1 PLA2G12A PLAGL2 PMEPA1 POLH POLR2E POLR3E POU2F2 POU3F1 PPCS PPP1R12A PRCP PRKCB PRR11 PRRG2 PSD3 PTP4A1 PUM1 PWWP3B QKI RAB23 RAB3B RARRES1 RASSF6 RBAK RBFOX1 RBMS1 RBMS3 REEP1 REL REP15 RGS17 RGS5 RIMS2 RNF165 RNF212B RNF217 ROCK1 RPS6KA5 RPS6KB1 RRAGD RUNX1 RUNX1T1 RYR2 S1PR3 SATB1 SBF2 SBK1 SBNO1 SCAI SCARA5 SCML4 SCN8A SDAD1 SEC14L1 SEMA6A SESTD1 SGCD SGMS1 SHISA9 SIAH1 SLC13A1 SLC17A6 SLC25A25 SLC25A46 SLC39A14 SLC9A7 SMAD4 SMIM9 SNRNP27 SNTN SORBS2 SOS2 SOX4 SPIN2A SPIN2B SPN SSH2 ST6GAL2 STAT5B STEAP2 STIM2 STOX2 SUGP2 SUN2 TAB1 TAOK1 TAOK3 TASOR2 TBL1XR1 TCF20 TCF4 TENM1 TENT4B TENT5A TERF2 THUMPD1 TIAL1 TIAM2 TMEM168 TMEM201 TMEM245 TMEM65 TNFRSF9 TNFSF11 TNRC6B TNRC6C TOMM40 TOX TRIM49 TRIM49C TRIP13 TSHZ1 TSHZ2 TYW1 TYW1B U2SURP UBASH3B UGT2B15 UNC13A UNC13D UNC5D UNC80 UQCRHL USP13 USP49 USP6NL USP9X VAMP1 VASH2 VCP VGLL4 VPS26A VPS36 VXN WDR35 WDR59 WDR5B WNK3 WNT5A WWC1 XIAP XIRP2 XKR4 YIPF5 YIPF6 YPEL5 YWHAB ZBTB10 ZBTB20 ZBTB34 ZBTB4 ZFHX2 ZFHX3 ZFP1 ZFP36L1 ZFP36L2 ZMAT2 ZMAT3 ZMIZ1 ZNF281 ZNF385D ZNF426 ZNF462 ZNF470 ZNF516 ZNF570 ZNF678 ZNF704 ZNRF1 ZXDA MIR9985 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR9985 ABCA1 ABCB9 ABHD17B ABHD17C ABHD6 ABITRAM ABL2 ACTA2 ACVR1C ADAMTS10 ADAMTSL1 ADAMTSL3 ADCY6 ADGRA3 ADORA2B AFAP1 AFF4 AGFG1 AGRN AHSA2P AK4 AKIRIN1 AKIRIN2 ALDH5A1 AMD1 AMPD3 ANK1 ANKRD40 ANKS1A APOOL APPBP2 AQP11 ARF3 ARFGEF1 ARHGAP32 ARHGEF26 ARHGEF7 ARL4C ARMC8 ARRDC4 ARX ASAH1 ASPH ATAD2B ATP11C ATP1A2 ATP2B1 B3GNT7 B4GALT3 BEND4 BEST1 BEX3 BICC1 BLTP1 BLTP3A BMP3 BNIP2 BNIP3 BRPF3 BRWD3 BTG1 BTG2 C11orf58 C1orf52 C2CD2 CA10 CACNA2D3 CACNG2 CALD1 CAMK1D CAMTA1 CAND1 CAPN15 CCDC28B CCM2 CCN4 CCNC CCNG1 CCNJ CCNK CCNT2 CCNY CDC42EP3 CDH11 CDH5 CDIP1 CDK18 CDR2 CDS1 CECR2 CELF2 CEMIP CEP135 CHD7 CHKA CIPC CKAP4 CLCN3 CLK2 CLSTN2 CMKLR1 CNN3 COG7 COL19A1 COL21A1 COLEC10 COLGALT2 COMMD3-BMI1 COPZ1 CPPED1 CRACDL CREB1 CREBRF CSF1 CSRP2 CTH CTU1 CYP39A1 DCAF12 DCAF7 DCP1A DCUN1D4 DDX5 DEPDC4 DIPK1A DKK2 DLL4 DNAAF9 DNAJC13 DNAJC27 DOT1L DTNA DYNC2LI1 DYNLL2 DYRK1A E2F7 ECE2 EDAR EDEM3 EDRF1 EEF1AKMT4-ECE2 EFNB2 EGFR EHF EIF5A2 ELAVL2 ELFN2 EN2 ENDOU ENOX1 ENSG00000275993 EPB41 EPB41L4A EPS8 ERG ERICH3 EYA1 EYA4 FAM133B FAM171A1 FAM184A FAM217B FAM76B FAM78A FBLN5 FBXO10 FBXO34 FBXO45 FBXW7 FCRL1 FCRL2 FGF7 FLRT3 FN1 FOSB FOXA3 FOXO1 FOXO3 FOXP4 FRMD6 FRS3 FUBP3 FZD4 GAB1 GALNT3 GALNT7 GAREM1 GATA2 GATA3 GATA6 GATAD2A GATC GCC2 GEM GFPT2 GLRA2 GLTP GNG12 GNS GOLGA1 GOLM1 GPAM GPD2 GPR6 GPT2 GRAMD1B GRB2 GRIA3 GRIA4 GRIN2D GRM5 GSPT1 GXYLT1 HAPLN1 HBEGF HDHD2 HEG1 HIC1 HIP1 HIPK2 HIVEP3 HMGCR HOXA10 HOXA5 HOXC6 HS2ST1 HSD17B12 HSDL1 HSPD1 HSPH1 HYCC1 HYOU1 ID4 IKZF2 INA ING5 INO80D INPP1 INPP5J INSM2 INSR IPMK IRF4 ITGA5 ITGA8 ITSN2 KAT2B KBTBD8 KCMF1 KCNA4 KCNJ3 KCNK2 KCNK5 KCNN3 KCTD14 KCTD8 KDM3A KDM7A KHSRP KIAA0319L KITLG KLF3 KLHL29 KLHL31 KMT2C KMT5A KMT5B KPNA3 KPNB1 LARP4 LCOR LIFR LIMK1 LIPT2 LITAF LONRF1 LOX LPAR6 LPCAT1 LPIN1 LYSMD3 MAGI3 MAP1B MAP2K4 MAP2K7 MAP3K4 MAPK14 MARK1 MATN3 MBTD1 MDM4 MDN1 MED12L MED14 MGAT4A MIER2 MIER3 MIGA2 MKLN1 MKNK2 MMD MOCS3 MRPS14 MS4A7 MSL1 MTARC1 MTMR4 MTURN MYH10 MYT1 NABP1 NAV2 NCALD NCAM1 NCOA5 NCOA7 NDUFC2-KCTD14 NDUFS4 NECAB1 NECAP1 NEDD4 NEK6 NEMP2 NETO1 NEURL1B NEURL4 NF1 NGFR NHLH2 NIPAL4 NKAIN1 NOVA1 NPAS3 NPEPPS NPTN NR1D2 NR2C2 NR2F2 NR2F6 NR3C1 NR5A2 NRARP NRBF2 NREP NRK NRP2 NSD1 NUP210 NXF1 NXT2 OAF OGA ONECUT2 OTULIN OTX2 PAIP2 PAIP2B PALM2AKAP2 PANK1 PAQR9 PARD6B PATZ1 PAX9 PCDH9 PCLO PCNX1 PDE10A PDE3B PDE7B PDHX PDIA5 PDK4 PDPK1 PDS5B PEAK1 PEDS1-UBE2V1 PEG10 PELI2 PF4 PF4V1 PHB1 PHLPP2 PIK3CA PKIA PLAG1 PLCH1 PLCL2 PLEKHA5 PLEKHH1 PLEKHJ1 PLK2 PLPP3 PLPPR1 PLXND1 PNISR PNKD PNPLA7 POGLUT1 POU2F3 POU3F2 PPARG PPIF PPP1CC PPP4R2 PRKCB PRKG1 PRKX PRLR PRMT8 PRR3 PSEN1 PSMA1 PSPC1 PTCH1 PTGDR PTGER3 QKI RAB11FIP1 RALGAPA2 RAP2A RAPGEF2 RAPH1 RARA RASSF3 RBPMS2 RC3H1 RCAN2 RCBTB1 RCOR3 RELN REPS1 RGL2 RGPD4 RGPD5 RGPD6 RGPD8 RGS8 RIPOR2 RMND5A RNF139 RNF141 RNF38 RNF8 RNGTT RO60 ROR1 RPGRIP1L RPN2 RPS6KA5 RPS6KB1 RREB1 RSBN1L RSPO3 RUFY3 RUNX1 RYBP SATB2 SBF2 SCAF11 SCAI SCN1A SEC62 SEH1L SEMA6A SEMA6D SEMA7A SERBP1 SETD5 SFRP1 SFSWAP SH3GL3 SHC4 SHE SIK1 SIX1 SLC13A3 SLC16A10 SLC22A23 SLC24A1 SLC24A4 SLC25A16 SLC25A25 SLC30A7 SLC35A3 SLC35F1 SLC35F4 SLC39A11 SLC46A3 SLC5A7 SLC6A1 SLC7A11 SLC7A2 SLC9A4 SLC9A7 SLC9B1 SLCO5A1 SLFN5 SLIT2 SLITRK1 SMAD4 SMAD5 SMAD9 SMOC2 SNAP25 SNN SNRNP27 SNX10 SOGA1 SORL1 SOS1 SOWAHA SOX11 SOX7 SPATA13 SPRY2 SPTLC2 SRGAP2 SRL SRP19 SS18L1 SSH1 ST14 ST3GAL6 ST6GALNAC3 STAB2 STAC STAG1 STK39 STMN2 STX16 STYK1 SUCO SYNJ1 SYNRG SZRD1 TAB3 TAF5L TAPT1 TBR1 TCIM TEAD1 TERB2 TET1 TFAP2B TGFBR3 THRB TICRR TLK2 TMA7 TMBIM6 TMCC1 TMEM170A TMEM170B TMEM184A TMEM91 TMEM9B TMPRSS7 TNPO1 TNRC18 TNRC6B TOM1L1 TOR2A TPR TRAF3 TRAF3IP3 TRAPPC8 TRERF1 TRIL TRIM23 TRIM50 TRPV3 TSC1 TSC22D2 TSPYL1 TTC39A TXLNG UBE2N UBE2V1 UBR5 UGCG UNC13C UNC5D UNKL USF3 USP25 USP31 USP42 USP46 VAPB VAV2 VAV3 VSIG10 WBP1L WDCP WDR37 WIPF2 WNK3 WSB1 XPO1 YWHAB YWHAQ ZBTB20 ZBTB34 ZBTB39 ZCCHC24 ZDHHC17 ZFAND3 ZFHX3 ZFP36 ZHX1 ZIC5 ZMAT3 ZMYM4 ZNF268 ZNF329 ZNF426 ZNF608 ZNF705EP ZNF708 ZNF80 ZNF800 ZNF84 ZSCAN26 MIR9986 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR9986 ADAMTS1 ADAMTS6 ADAMTS8 ADRB1 AGO1 AGO4 AMBRA1 AREL1 ARHGAP28 ARHGEF10L ARRB2 ATG16L1 BBX BNC2 BRCC3 BRWD1 C14orf28 C1GALT1 C6orf132 C8orf58 CBX5 CCND2 CCNJL CD164 CDC34 CDHR1 CELF2 CFL2 CHIC1 CLCN5 CLDN12 COL27A1 COL4A1 COL4A6 CRK CSNK2A2 CSRNP3 CTBP2 CUX1 CXCL8 CYB561D1 DDX19A DDX19B DIABLO DLGAP4 DMD DPAGT1 DVL3 ENPP1 EXT1 FARP1 FHIP2B FIGN FNDC3B FZD3 FZD4 GNS GPX7 GXYLT1 HAS2 HSPA14 IARS1 IGF1R IMPG2 INPP5A KCNQ4 KCTD17 KCTD21 KIAA0930 KLHDC8B KLHL24 KRT20 KRT78 LIMD1 LRCH2 LUC7L3 MACO1 MAN2A2 MEAF6 MLX MSR1 MTOR MYC MYCL MYH9 NCR3LG1 NOL4L NOP14 NPEPL1 OAS2 PABIR1 PALD1 PAPPA PARM1 PBX1 PDPR PIM1 PIP4K2C PPARA PRKAA2 PRRX1 PTP4A2 PTPRG PURB RAB18 RAB3GAP2 RBFOX2 RBMS2 RCN2 RGP1 RGS6 RNF126 RNF170 SART3 SCN4B SCYL2 SEC14L1 SEC24A SEC24C SERF2 SGCG SKIL SLC31A2 SPOCK3 SPTBN4 SPTSSB ST7L STARD3NL SUCLG2 SULF2 SURF4 SYT4 TAF9B TCF7L1 TEAD1 TECPR2 TENM2 TGFBR1 THRSP TMEM144 TMEM178B TMEM26 TMOD2 TMPRSS11B TP53INP1 TRIB2 TRMT13 UBE3D USP12 VPS9D1 YIPF1 YOD1 ZNF33B ZNF644 ZNF689 ZNF714 ZNF782 ZNF835 ZSWIM4 MIR9_3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR9_3P ABCC5 ACBD3 ACOT7 ACSL4 ACTL6A ACVR2B ADCY3 ADIPOR1 AGFG1 AHCYL1 ANKFY1 ANLN ANO5 AP3M1 APP ARFIP1 ARHGAP5 ARID2 ARL4A ARL5A ARPP19 ASPH ATP11A ATP7A AUTS2 BHLHE22 BICD2 BLCAP BNIP3L BOD1L1 C21orf91 C5orf24 CAPZA1 CASP7 CASZ1 CBFA2T3 CCDC121 CCDC198 CCNA2 CCND2 CCSER2 CDH1 CDH2 CDKN1C CEACAM6 CEMIP2 CEP170B CEP41 CEP68 CERT1 CFL2 CGGBP1 CHM CLASP2 CLCN4 CNOT6 CNTN1 CNTNAP5 COPS2 COX7A2L CPA3 CPD CPEB3 CPNE8 CREB5 CRYBG1 CSDE1 CSGALNACT2 CSNK1G3 CUX1 CXCL14 CXXC4 CYLD CYYR1 DAZAP1 DCBLD2 DCLK1 DCP1A DCUN1D4 DENND4A DFFA DLG2 DMD DMP1 DNAJA1 DR1 DYNC2H1 E2F1 E2F7 ECPAS ELL2 ELOVL6 EMILIN2 ENPEP ENY2 EPN2 ERMN ESM1 ETFA FAM135B FAM91A1 FBXO11 FBXO28 FBXO33 FBXO42 FIGN FOXC1 FOXG1 FPGT FSD1L FZD3 GABPB2 GABRA1 GALR1 GJB2 GNPDA2 GNS GOT2 GPBP1 GPR17 GPR19 GRID2 HAPLN1 HERPUD1 HIC2 HIPK2 HIPK3 HSPA4 HSPH1 HYCC2 ICMT ID4 IFT80 IGF1 IGF2BP3 INSM1 ITGB1 ITSN2 JAZF1 KAT2B KCNS3 KCTD9 KIAA0408 KIAA1217 KITLG KLHL15 KLLN KRT12 LANCL1 LARS1 LEPR LHFPL3 LMO3 LPGAT1 LPIN3 LRP6 LRRC4 LRRTM1 LSM8 MAGI1 MAP3K1 MBLAC2 MBTPS2 MDK MED14OS MEX3D MFSD14A MICAL2 MINAR1 MORC4 MPPED2 MSANTD4 MTDH MTMR12 MTSS1 MXI1 MYH10 MYO10 MYRF MZT1 NAA15 NAA20 NDUFA10 NEXMIF NQO2 NRXN1 NSUN2 NTAQ1 NUFIP2 NXT2 ONECUT1 ONECUT2 OPRM1 OSBPL3 OTUD7B PAN3 PCDH7 PCMTD1 PDCD4 PDE4D PDK1 PELI2 PHC1 PHF3 PHIP PHTF2 PIK3CA PIK3R1 PKHD1L1 PLCG1 PLEKHA5 PLXDC2 POLK POU2F1 POU3F2 PPA1 PPM1A PPP1R12B PPP2R1B PRKAA2 PRKAR1A PRTG PTPN13 PTPRB PURB QSOX2 QTRT2 RAB14 RAI2 RAP2A RAPGEFL1 RASSF8 RBBP5 RBBP6 RBPJ RELL1 RELT REST RETREG1 RIT1 RNF138 RNF168 RNF217 RPS6KA2 RREB1 RRP1B RYR3 SATB2 SAV1 SCAI SEC24A SESN1 SESN3 SESTD1 SFMBT1 SH3BGRL SHMT1 SIX6 SLC10A7 SLC12A2 SLC15A2 SLC17A5 SLC36A4 SLITRK6 SMARCC1 SMARCE1 SOCS4 SOX4 SPOPL SPRED1 SREK1IP1 ST3GAL1 STAG2 STC1 STIM2 STK24 STRIP2 STRN3 STX6 SYNE2 TANC2 TBC1D15 TCEA1 TENT4B TESMIN TFAP2B TGFB2 TGFBR2 THUMPD3 TIAM1 TLE4 TMEM167B TMEM255A TMEM266 TMEM64 TNKS2 TNPO1 TPD52 TPD52L2 TRABD2B TRIM32 TRIM36 TSC22D4 TTC8 UBR3 USP46 UXS1 VASH2 VDAC1 VGLL3 VKORC1L1 WDR1 WDTC1 WNK3 WWTR1 YAF2 YIPF5 YOD1 YTHDF1 ZBTB11 ZBTB33 ZBTB41 ZBTB44 ZC3H11A ZC3H7B ZCCHC2 ZDHHC21 ZFHX3 ZFHX4 ZHX1 ZNF148 ZNF281 ZNF292 ZNF512 ZNF615 ZNF664 ZNF704 ZNF90 ZNF99 ZSWIM6 ZWILCH MIR9_5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIR9_5P AATK ABL2 ACOT7 ADAMTS3 ADAMTS6 ADAMTS9 ADCY5 ADGRL1 ADRA1A AK4 ALCAM AMBRA1 AMMECR1 ANK2 ANKRD13A ANKRD29 ANO1 AP1S2 AP3B1 AP4E1 AR ARF6 ARFGEF1 ARFGEF2 ARHGDIA ARHGEF17 ARHGEF2 ARID1A ARID1B ARMCX2 ARPC1A ASB7 ASCL4 ASXL1 ASXL3 ATF1 ATF2 ATG14 ATL2 ATOH8 ATP11A ATP8B2 AUH B3GALNT2 BACE1 BAG4 BAHD1 BBX BCAT2 BEND3 BTBD10 C11orf58 C16orf54 C18orf25 C21orf91 C2orf15 C4orf46 CACNA1E CALB2 CAPZA1 CARD19 CC2D1B CCDC43 CCDC50 CCNDBP1 CCNE1 CCNG1 CCNT2 CCSER2 CDIN1 CDK8 CEP350 CHMP1B CHMP2B CHST15 CLCA2 CLDN14 CLOCK CMTM6 CMTR2 CNMD CNOT6L CNOT7 CNTN3 COG3 COL15A1 COL27A1 COL9A1 COLEC12 CPEB2 CPEB3 CPEB4 CREB5 CREBRF CRIM1 CSGALNACT1 CSNK1A1 CTNNA1 CXCL11 DCBLD2 DCUN1D4 DDHD2 DENND3 DIAPH2 DIO2 DIPK2A DIXDC1 DLX3 DNAJC14 DNAJC3 DOK6 DR1 DSE DYNC1I2 DYRK1B EFNA1 EGLN3 EHD4 EIF4E3 ELAVL1 EMB ENPEP ENSG00000275993 EOGT EPHA7 ERICH3 ESRRB ESYT1 ESYT3 FAM120A2P FAM13C FAM199X FAM8A1 FAM91A1 FBN1 FBN2 FBRS FBXL2 FBXL3 FBXW2 FGF5 FKBP7 FLNB FLRT3 FNDC3B FNIP2 FOXG1 FOXN2 FOXP1 FOXP4 FREM2 FRMD6 FRYL FSTL1 FURIN FYCO1 FYTTD1 GABRB2 GALNT1 GALNT3 GDNF GGPS1 GIT2 GLS GOLPH3 GOT1 GPBP1L1 GPR137C GRIK3 GRSF1 GRWD1 HCFC2 HIC2 HIPK1 HIPK3 HLCS HLTF HMMR HOXB13 HPS5 HUNK HYCC2 ICMT ID4 IFI44 IGF2BP2 IGF2BP3 IGFBP3 IL33 INHBB INSIG1 IPO11 IPO4 ITGA4 ITGA6 ITGB4 ITGBL1 ITIH6 ITM2B ITM2C ITPKC ITPRIPL2 JPT2 KCNJ14 KCNJ2 KCNK4 KCNMB2 KCTD10 KCTD12 KIAA2013 KIF13A KIF13B KIRREL1 KITLG KLF5 KLHL18 LAMP1 LDLRAP1 LIN28B LMBRD2 LMNA LRRC39 LRRK2 LRRTM4 LSM14A LYVE1 LZTS3 M6PR MAB21L3 MAEA MAGT1 MAP1A MAP1B MAP3K1 MAP3K2 MAP3K3 MAP7 MAPKAPK2 MARCHF6 MCMBP MDGA1 MDGA2 MEF2C MEGF10 MFSD14A MGA MICAL2 MIER3 MIGA2 MIS18A MMP16 MRE11 MRTFB MTHFD1L MTHFD2 MTMR2 MTR MYH9 MYO1C MYOCD MYPN MYRFL NAF1 NALF2 NCOA3 NCOA7 NEDD4 NEFH NFATC3 NFIC NHLH2 NID1 NID2 NOX4 NR5A2 NRP1 NTAN1 NTNG1 NUTF2 NXPE3 OGDHL ONECUT1 ONECUT2 OTUD3 OTUD7B OXSR1 P3H1 PAK3 PALMD PARG PCDH7 PCGF5 PCGF6 PCSK2 PCSK6 PDE12 PDE3B PDGFRB PDK4 PGRMC2 PHF20L1 PHF8 PHIP PHLDB2 PI4K2A PIGM PIK3C2A PLBD2 PLPP6 PLPPR5 PLSCR3 PMP22 PNPT1 POLR3G POU2F1 POU2F2 POU3F2 PPARA PPIP5K1 PPM1F PRDM1 PRDM6 PRKG2 PRPS2 PRRT3 PRRX1 PRTG PSD3 PTAR1 PTBP3 PTPRK PWWP3B PXDN PYGO2 RAB34 RAB40B RALB RALGDS RANBP17 RASSF3 RBMS3 REEP3 REEP4 REST RHOBTB1 RHOJ RHOQ RMND5A RNF111 RNF150 RPS6KA4 RTN4RL1 RXRA SACS SAMD8 SBNO1 SCUBE2 SCYL3 SDC2 SEC23IP SEC31A SEPTIN10 SERINC5 SETD9 SFXN2 SGMS2 SGSM1 SHC1 SHROOM2 SHROOM3 SHROOM4 SHTN1 SIK1 SIRT1 SIX4 SIX5 SLC10A3 SLC19A2 SLC20A2 SLC25A24 SLC31A2 SLC39A14 SLC39A9 SLC44A5 SLC50A1 SLC5A3 SLC6A2 SLC6A6 SLC7A8 SLC8A1 SLC9A1 SMAP2 SMARCD2 SMARCE1 SMURF2 SNX16 SNX25 SNX7 SOCS5 SORT1 SPART SPATA16 SPON1 SPTLC2 ST8SIA4 STAC STARD13 STEAP3 STK3 STK38L STT3B SYAP1 SYNJ1 SYT1 SYT4 TAF4B TAFA4 TAFA5 TBC1D22A TBC1D4 TBC1D8 TBPL1 TENM1 TENM4 TENT5C TENT5D TES TESK2 TGFBI TGFBR2 THAP2 THEMIS THRB TLK1 TLNRD1 TMEM109 TMEM260 TMEM87B TMPRSS15 TMTC1 TNC TNS1 TRAF3 TRERF1 TRIM66 TRIM71 TRPM7 TSC22D2 TSPAN9 TXNDC5 TYW3 UACA UBASH3B UBE2Z UBE3C UBFD1 UHMK1 UHRF1 ULK2 UNC80 UTRN VAMP3 VAMP7 VANGL1 VAV3 VCAN VCL VDAC3 VGLL4 WASF2 YBX3 ZBED3 ZBTB20 ZBTB39 ZBTB41 ZC3H10 ZC3H12A ZCWPW2 ZDHHC21 ZKSCAN1 ZNF354A ZNF395 ZSWIM9 AAACCAC_MIR140 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AAACCAC_MIR140 ABCC4 ABRAXAS2 ACTN4 ACVR1 ADAM9 ADAMTS5 AMER2 ANK2 API5 ATOSA BACH1 BAZ2B BCL11A BCL2L2 BCL9 BMT2 C1orf21 CACNA1C CEBPA CHD4 CIT COL23A1 CSK CSNK1G3 CTCF CUL3 DAZL DBNDD2 DCUN1D4 DDX3X DDX3Y DHX57 DIPK2A DPP4 DSCAM DTNA E2F3 EHD1 EPHB1 ERC2 ETV3 EYA2 GABARAP GALNT16 GDF6 GIT1 GYS1 HDAC4 HNRNPH3 HSPA13 IGFBP5 KATNBL1 KCND2 LOXL3 LRRC4 LRRC8E MAP3K8 MDGA2 MEX3C MGAT1 MMD MOK NAV3 NKIRAS2 NR3C1 NSD3 NUTF2 OGT OSTM1 PDGFRA PFN1 PHF20L1 PHYHIP PITX2 PPP1CC PRIMA1 R3HDM1 REEP1 RNF19A RTKN2 SENP1 SIAH1 SLC25A13 SLC38A2 SLC41A2 SLF2 SLMAP SNX2 SOX4 SRR STAG1 STRADB SYT6 TAF9B TBX3 TP53INP2 TSHZ1 TSPAN2 TSSK2 TTYH2 UBASH3B USP6 VEGFA WNT1 YES1 ZBED4 ZBTB10 ZNF182 ZNF608 ZNF654 AAAGACA_MIR511 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AAAGACA_MIR511 ABCG8 ACE ADAMTSL3 ADGRF5 ADSS2 AGBL3 AGO1 AGO2 AGO4 ALCAM ANAPC15 ANKRD40CL ANKZF1 AQP6 ARHGEF17 ATL2 ATP2B2 ATRX BCL11A BTG1 BUB3 C1QL2 C1orf21 CALM1 CAMK2N1 CAMTA1 CAPRIN1 CCDC178 CCND1 CCNT2 CDH2 CDK14 CDK19 CELF1 CELF6 CEP350 CFAP298 CLK2 CLTC CNOT4 CORIN CREBRF CREM CRIM1 DCTN4 DDX3X DDX3Y DEDD DNAJB12 DNAJC13 DSC1 DUSP6 DYRK1B E2F3 EDEM3 EFR3A ELAVL3 EMILIN2 EML4 ENPP1 ENPP4 EPHA4 ESRRG EYA1 EYA4 FAM117A FGF13 FIP1L1 FMR1 FN1 FNDC1 FNDC5 FOXK2 FOXN3 GAD2 GEMIN2 GFAP GJA1 GLRA2 HAS2 HCN4 HLF HLTF HOXA13 IGF2BP1 IGF2BP3 ILRUN KCNE1 KCNMA1 KHDRBS2 KLF9 KLHL18 KLHL24 LATS1 LMCD1 LPP LRCH4 LUC7L3 MAP3K2 MAP4K4 MAPK1IP1L MBD2 MBD6 MDGA2 METAP2 MIB1 MINK1 MRPL21 MSTN MTAP MYCBP MYO19 NAA50 NACC1 NEUROD6 NHLH2 NLK NR4A2 NRXN3 NTRK2 NXPH1 ONECUT2 PAX8 PCARE PCDH10 PCDH17 PELI1 PHAF1 PHLPP1 PIK3R3 PMEPA1 POGK POU4F2 PPARGC1A PRELP PRPF4B PSMA1 PSMD10 PTGR3 QKI RAB22A RAB2A RBM15B RBM26 RECK REV3L RGL1 RHOJ RHOT1 RNF19A ROBO2 RPS6KB1 RPS6KL1 SATB2 SCN4B SELENOP SEMA3F SEMA6D SINHCAF SLC22A17 SLC25A26 SLC6A6 SLITRK1 SMARCE1 SOCS2 SORCS3 SOST SOX12 SPTBN4 SPTLC2 SRGAP3 SS18 ST18 SYT11 TAF5 TBXT THOC5 TIAL1 TMEM196 TMEM243 TMEM248 TNRC6A TNRC6B TOB1 TRAPPC3 TRAPPC8 TRIM2 TRIM24 TSPOAP1 TXNL1 UBE2H VANGL2 VAV3 VIRMA VKORC1L1 VMP1 WNT16 YTHDF2 YY1 ZCCHC24 ZDHHC21 ZNF319 ZNF654 ZNF706 AAAGGAT_MIR501 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AAAGGAT_MIR501 ACACA ACADSB ADCYAP1 ADIPOR2 ALS2 ALX1 AMMECR1 APOLD1 ATP6V1H BCL6 BCLAF1 C8orf82 CACHD1 CAMTA1 CBLIF CCDC140 CD164 CDK2AP1 CELF2 CELSR2 CHODL CLK1 CLK2 CTDSP1 CTDSPL2 CUL1 CUX2 DCX DNAJB12 ELAVL4 ERRFI1 GRB10 H2AX HAS2 HES5 HOXB8 JADE3 JUN KCND2 KCNRG KIF1C KIF2A KLHL14 KRR1 LARP1 LEPROTL1 LPGAT1 LPIN1 LRRC1 MAP2K1 MAP3K8 MCU MEF2C MYB MYCL MYLK NEXMIF NFASC NFIL3 NFIX NPR3 NR2F2 NR4A3 PCDH19 PDK1 PHC1 PHF6 PIK3AP1 PITX2 PLP1 PLXNB1 PNN PPP1CB PPP2R5E PPP4R3A PPP6R3 PRKCE PURA QKI RAB22A RABGEF1 RASL10B RCN1 RDX RET RGL1 RNF11 ROBO2 RPGRIP1L RSBN1 SATB2 SCN3A SENP3 SEPHS1 SGPP1 SLC25A3 SLC35B3 SLITRK5 SMC1A SNAP29 SOX11 SOX4 SPOPL SRR SRSF2 SYNC SYNJ1 SYT7 TAF5L TAPT1 TNNI2 TOGARAM1 TOMM70 TRIM39 TSC22D3 UBAP1 UBE2Q1 UBE4B USP12 VDAC2 WDFY3 WIPF2 WT1-AS ZBTB18 ZC3H7A ZIC4 ZMYM5 AAAGGGA_MIR204_MIR211 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AAAGGGA_MIR204_MIR211 ABRAXAS2 ADAMTS9 ADCY6 ADPRM AGO4 AKAP1 ALPL ANGPT1 ANKRD13A ANXA11 AP1S1 AP1S3 AP2A2 AP3M1 APH1A ARAP2 ARCN1 ARGLU1 ARHGAP29 ARL8B ATF2 ATP2B1 AUP1 BAZ2A BCL11B BCL2 BCL9 BCL9L BRD4 BRPF3 CAPRIN1 CCDC120 CCNT2 CCPG1 CDC25B CDC42 CDH2 CELSR3 CHD5 CHN2 CHP1 CLIP1 CORO1C COX5A CPD CPNE8 CREB5 CRKL CTDNEP1 DAG1 DCAF5 DCUN1D3 DENND5A DHH DLG5 DMTF1 DNAJC13 DNM2 DTX1 DVL3 DYRK1A EDEM1 EEF1E1 EFNB3 ELAVL3 ELF2 ELL2 ELMOD3 ELOVL6 EPHA7 EPHB6 ESR1 ESRRG EVA1C EZR FAM117B FAM120C FARP1 FBN2 FBXW7 FHIP1B FJX1 FNIP1 FRAS1 FREM1 FRY GABRB3 GAPVD1 GGA2 GLIS3 GPM6A GRM1 HAPSTR1 HIC2 HMGA2 HOOK3 HOXC8 HS2ST1 IGF2R ING4 ITPR1 JPH3 KCNA3 KCTD1 KDM2A KHDRBS1 KHDRBS3 KITLG KLF12 KLHL13 KMT2A KMT5A LATS1 LPAR1 LRRC8D MALL MAML3 MAP1LC3B MAP3K3 MBNL1 MED13L METAP1 MIR600HG MLLT3 MMGT1 MON2 MRPL35 MRPL52 MYO10 NAA15 NBEA NCOA7 NEUROG1 NOVA1 NPTX1 NR3C1 NR4A2 NRBF2 NTRK2 P4HB PABIR2 PCDH9 PHF13 PID1 PLAG1 POU3F2 PPARGC1A PPP3R1 PRDM2 PRPF38B PRRX1 RAB10 RAB14 RAB1A RAP2C RBSN REEP1 RERE RHOBTB3 RHOT1 RICTOR RPS6KA3 RPS6KA5 RPS6KC1 RSPO3 RTKN2 RUNX2 SATB2 SCRT2 SEC24D SEC61A2 SERINC3 SF3B1 SGCZ SGIP1 SHC1 SIN3A SIRT1 SLC17A7 SLC22A2 SLC37A3 SLITRK4 SLTM SMOC1 SOCS6 SOX11 SOX4 SPOP SPRED1 SPRYD7 SSRP1 ST7 STXBP5 SUMO2 SUMO4 SZRD1 TAF5 TCF12 TCF7L1 TGFBR2 TMEM30A TMOD3 TNRC6B TP53INP1 TRIAP1 TRIP12 TRPC5 TTYH1 UBE2R2 UHRF2 USP6 WEE1 WNT4 WSB1 XRN1 YTHDF3 YWHAG ZCCHC14 ZCCHC24 ZDHHC17 ZFC3H1 ZFP91 ZNF282 ZNF335 ZNF423 AACATTC_MIR4093P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AACATTC_MIR4093P ACACA AKAP12 ALPL ALX1 AMFR ANXA2 ANXA4 AP1G1 ARCN1 ARHGEF18 ATP6V1C2 BACH2 BASP1 BDNF BET1 BPNT1 BRF2 CACUL1 CALML4 CCDC141 CDK14 CDK17 CHMP2B CIAO2A CITED2 CLOCK CREB5 CSNK1A1 CSNK1G1 CTNNA2 CTNND1 DIP2C EAF1 EDEM3 EDN1 EHMT1 EIF4B ELOVL4 EYA4 FBXL19 FBXO33 FICD FOSB FOXP1 FRAS1 FZD7 GDAP1L1 GJA1 GNPDA2 GPD2 GPR88 GRK6 HACD3 HDAC4 HIVEP2 HMGN1 HNRNPK HNRNPU HS3ST3B1 HSP90B1 IGF1 INTS2 IP6K2 ISL1 IVNS1ABP JUN KCNIP3 KCNMA1 KCTD12 KHSRP LIN28B LIN7C LRP2 LYST MAL2 MAP1A MATR3 MEOX2 MET MEX3C MMD MON2 MSTN MTX3 MYLK NDRG3 NEXMIF NIPBL NOL4L NR4A2 OGT OSGIN2 PAX3 PBRM1 PCDH9 PDCD10 PDE4B PHF6 POGK PPP2CA PTPRF PUM2 QKI RHOF RIC8B RNF38 RPS6KB1 RSF1 RSPO3 SCHIP1 SEC62 SEMA4F SEMA6D SETBP1 SH3BGRL3 SLC39A10 SLF2 SMIM14 SMYD4 SOGA1 SOX6 SRSF11 SRSF3 TBC1D15 TFEC TGFBR1 TGFBR3 TMEM204 TOX TPM3 TWIST1 UBE2J1 USP33 UST VAMP4 WDR6 YPEL2 ZBTB6 ZNF146 ZNF236 ZNF280D ZNF580 ZNF800 AACGGTT_MIR451 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AACGGTT_MIR451 AKTIP CAB39 EMSY FMNL3 MEX3C MINDY2 OGT OSR1 SAMD4B YTHDF2 YWHAZ ZNF644 AACTGAC_MIR223 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AACTGAC_MIR223 ACVR2A ALCAM ANKRD16 ANKRD17 ATP1B1 ATP2B1 ATP7A CALML4 CBFB CCDC140 CDK17 CDK2AP1 CNEP1R1 CRIM1 CSNK1G1 DERL1 DUSP10 EFNA1 EPB41L3 F3 FBXO8 FBXW7 FIGNL2 FOXO3 GARRE1 HERC4 HHEX HSP90B1 IFNLR1 IGF1R IL6ST INPP5B KIF4A KPNA3 LELP1 LMO2 MAP1B MEF2C MINDY2 MMP16 MTPN NAA50 NFIA NFIB NLRP3 OLFM1 PDE4D PDPK1 PDS5B PHF20L1 PKNOX1 PLAGL2 PLEKHH1 PRDM1 PTBP2 PURB QKI RAB8B RALGPS2 RAP2A RASA1 RASSF4 RBPJ RCN2 RHOB RNF34 RNF4 RPS6KB1 RUBCNL SACS SCAF8 SCN3A SEPTIN6 SGMS2 SLC23A2 SLC26A7 SLC35F1 SLC39A1 SLC8A1 SMARCD1 SON SOX11 SP3 SPRED1 SRGAP3 STIM1 STK39 STMN1 TMEM64 TSPAN7 UBE2A UBTF VNN1 WBP1L WDR26 WDR62 ZBTB10 ZCCHC14 AACTGGA_MIR145 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AACTGGA_MIR145 ABCA1 ABHD17B ABLIM2 ABR ACACA ACBD3 ACSL4 ACTB ACTG1 ACTR3 ACVR1B ACVR2A ADAM19 ADD3 ADPGK AFF2 AKAP12 AKAP9 AKIP1 AKIRIN1 AMOTL2 ANGPT2 ANKRD28 AP1G1 AP3S1 ARHGAP24 ARHGAP26 ARPC5 ASAP2 ATXN2 BAAT BACH2 BAZ2A BBOF1 BCR BEND4 BLOC1S2 BOLA2 BRD8 BSN C1QL4 CABP1 CACHD1 CAMK1D CAPRIN1 CARMIL1 CBFB CCDC25 CCNL1 CD47 CDC37L1 CDK6 CDR2L CELF2 CFL2 CHKB CITED2 CLCA3P CLINT1 CPEB4 CSMD3 CSTF3 CTNNBIP1 CTNND1 DACH1 DAG1 DLX6 DNAJB11 DPYSL2 DUSP6 DYRK1A EFNA3 EIF4A2 EIF4B EIF4EBP2 ELMO1 EPB41L5 ERG ERLIN1 EYA3 FAM135A FAXC FBXO28 FKBP3 FLI1 FLNB FNDC3A FNDC3B FOXO1 FSIP2 FXN FZD7 GABARAPL2 GARRE1 GGT7 GLIS1 GOLGA8A GOLGA8B GOLGA8EP GOLGA8F GOLGA8G GPHN H2AX HERC4 HERC6 HIC2 HOXC11 INHBB INO80 IRS1 IVNS1ABP JPH1 KATNBL1 KDM2B KIF1B KIF21A KLF5 LARP4B LENG8 LHFPL2 LMBRD2 LNPK LOX MAF MAP3K3 MAP4K4 MDFIC MINDY4 MPZL2 MRGBP MRPL48 MTX3 MYO5A MYRF NAA50 NAP1L1 NBEAL1 NDUFAF7 NEDD4L NEDD9 NET1 NFE2L1 NSUN4 NUAK1 NUDT4 NUFIP2 P4HTM PAK5 PALS1 PAN2 PDCD4 PHLDB2 PHRF1 PLAGL2 PLCE1 PLCL2 PPP3CA PRRC2C PSD3 PTGFR PTP4A2 PXN QKI RAB14 RAPH1 RASA1 RASA2 RASSF5 RBM4B RBPMS REV3L RGS3 RGS7 RIN2 RNF31 RREB1 RSPO1 RTKN SACM1L SBF2 SCAMP3 SCN3A SEC31B SEL1L3 SELENOI SEMA3A SEMA6A SENP2 SETD2 SKP1 SLC1A2 SLC25A25 SLC4A4 SLC6A15 SLITRK4 SLITRK6 SMAD3 SNX27 SOX11 SOX9 SPATS2 SPOP SPSB4 SRGAP1 SRGAP2 SRGAP3 SSH2 STEAP4 TAGLN2 TBPL1 TENT2 TGFBR2 TIRAP TM9SF4 TMEM178A TNFRSF11B TRIM2 UBA6 UBE2Z USP46 UXS1 VASN VPS13B XRN1 YES1 YTHDC1 YTHDF2 ZBTB10 ZC2HC1C ZC3H11A ZDHHC9 ZFP2 ZFYVE26 ZFYVE9 ZNF423 AAGCAAT_MIR137 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AAGCAAT_MIR137 ABHD6 ACP1 ADCY1 AMD1 ANKRD12 AP1G1 ARHGEF7 ARID4B ASPH ATOH8 ATP1B1 BACH2 BMPR2 BSN C18orf25 CA7 CACNA1G CADPS CBLN2 CC2D2B CCNG2 CCNY CCZ1 CCZ1B CDC37L1 CDC42 CDIN1 CEP128 CHORDC1 CHST9 CLPX CPSF6 CREBBP CSMD2 CTDSP2 CTDSPL CTLA4 CTTNBP2NL CUL3 CUL4A DCDC2 DDX3X DEXI DIO2 DIP2B DIPK2A DMRT2 DNAJB1 DPYS DR1 DUSP8 DYRK1A EGR2 EIF2S3 EIF4A2 EPHA4 EPHA7 ERBB4 ESRRA ESRRG FAM117B FAM172A FAM222B FBXL7 FLRT2 FLRT3 FMNL2 FNBP1L FNDC3A FURIN GPCPD1 GPR88 GREM1 GRIN2A HERPUD2 HLF HMCN1 HNRNPDL INPP5A KANK4 KCNA2 KCNB2 KDM2A KLF12 KLHL10 KMT2A LBX1 LIMCH1 LURAP1L MAB21L2 MAML3 MAPK1IP1L MAPKAPK2 MCU MED1 MED13 MED14 MEIS2 METTL9 MGAT5B MIB1 MINAR1 MITF MMP16 MORC4 MSANTD2 MSI1 MTPN MYBPC1 NAB2 NABP1 NEUROD1 NFASC NKAIN1 NKAPD1 NOVA1 NPEPL1 NR3C2 NREP NRP1 OGT OXR1 PALM2AKAP2 PDCD6 PDE4A PDLIM3 PHLPP2 PICALM PIP4P2 PLAGL2 PLCB1 PLEC PPARGC1A PPM1E PPP3CB PPP4R3A PPP5C PRDM1 PRR16 PTGFRN PTPN2 PWWP3B QKI RAB21 RAB35 RANBP2 RAP2C RAVER2 RBM12 RBM26 RBMS3 RBMXL1 RC3H1 RCN1 RELL2 RETREG3 RFX4 RGS7BP RHOBTB1 RIMS3 RIMS4 RNF128 RNF138 RORB RPGRIP1L RPS13 RSBN1 RTL3 RUNX2 SATB1 SCRT2 SERP1 SETD7 SGCD SGPL1 SH3BP5 SHANK2 SHROOM2 SIK1 SLC17A6 SLC24A3 SLC25A5 SLC43A2 SLC46A3 SLC6A6 SLC7A9 SMC1A SNRK SNX25 SOBP SON SOX11 SPHK2 SRGAP3 SRPK1 SRSF5 ST18 ST3GAL3 STC1 STX16 SYNC SYT1 TARDBP TBC1D19 THBS4 TLE4 TRIM33 TSC22D2 TSSK3 UBE2H UBR3 WIF1 WNK4 WSB1 XPO4 YBX3 YOD1 ZC3H6 ZDHHC5 ZFC3H1 ZMYM2 ZMYND11 ZNF385A AAGCACA_MIR218 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AAGCACA_MIR218 ABLIM3 ACSL1 ACTN1 ADGRB3 ADGRL1 ADIPOR2 AKIRIN1 ANKRD13B ANO4 ARGLU1 ARHGAP5 ARHGEF12 ARID4B ARL5B ARPP19 ASIC1 ATAT1 ATP1B1 ATXN1 ATXN2 B3GAT1 BAHD1 BCL11B BCL9 BIRC6 BMI1 BPNT2 BRINP3 BRPF3 C3orf70 C6orf62 CA2 CACNA1I CADM2 CASKIN1 CCDC24 CCDC6 CCDC88A CELF6 CENPB CHM CHST8 CILK1 CLK3 COL1A1 CPNE8 CREBZF CSDE1 CSMD3 CTDSPL CUL3 DAAM1 DBN1 DBNDD1 DBNDD2 DCBLD2 DCUN1D1 DCUN1D4 DIRAS2 DKK2 DLG2 DLST DNAJC13 DNAL1 DOLPP1 DPY19L3 DUSP5 DYNC1LI1 EBF3 EDEM1 EFNB2 EID3 EIF5A2 ELFN2 ELMO1 ELOVL5 EPB41L1 EPHA8 ERC2 EXOC5 FAM13A FAM3C FANCI FBN2 FBXO28 FBXO8 FCHO2 FHOD3 FLRT3 FOXN3 FREM1 FRMD4A FRMPD4 FZD4 GAB2 GABRB3 GALNT13 GALNT3 GAPVD1 GDPD5 GJA1 GLCE GNAI1 GNAI2 GNAO1 GNB1 GNG3 GOLGA7 GPAM GPM6A GPR85 GRIA2 GRIK2 GRIK3 GRM1 GSKIP GUCY1A2 HAPLN1 HAS3 HCFC1 HCN3 HCN4 HECTD2 HIC2 HIVEP1 HIVEP2 HLF HMOX1 HNRNPA1 HNRNPA1L2 HNRNPC HOXA1 HOXA10 HOXB3 HOXD10 HS3ST2 HS3ST3B1 HTR7 IKZF1 INHBB INTS11 INTS6 ITM2C JADE2 JADE3 JDP2 KALRN KANSL1 KCNA3 KCNIP3 KCTD16 KCTD9 KDM2A KHDRBS1 KIAA1522 KIF21B KIT KLF12 KLF3 KMT2A L3MBTL3 LARP4B LASP1 LCORL LGR4 LHFPL6 LIFR LMNB1 LMO3 LPCAT1 LRRC7 MAFG MAGI2 MAN2A1 MAPK8IP3 MARCKS MBD6 MBNL1 MBNL2 MDGA1 MDGA2 MECP2 MED12L MED17 MINAR1 MITF MKNK1 MMP24 MOSPD1 MSL2 MVB12B NACC1 NAT8L NAV3 NCAN NDRG4 NEBL NEURL4 NFIX NMT2 NPAS2 NPY1R NR3C1 NRXN1 NRXN3 NUMB NUP50 OBI1 OLFM3 OXSR1 PARP12 PAX2 PBX2 PCDH8 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 PCGF2 PCNP PDE12 PDGFRA PEX5L PHAF1 PHETA1 PHF6 PI4K2A PIEZO2 PIK3R1 PKP4 PLCG1 PLD5 PLPPR4 POLD3 PPARGC1A PPME1 PPP1CB PPP1CC PPP1R26 PPP2R2A PPP2R2C PPP2R5A PPP4R3B PRKAR2B PRKCE PRKG1 PRLR PRMT3 PTP4A1 PTPA PTPRA PUM1 PUM2 PURB RAB6A RAB6C RAB8A RAB8B RABEP1 RANBP10 RAP1GAP RARA RCBTB1 RELN RET RICTOR RIMBP2 RIMS3 RIMS4 RNF103 RNF139 RNF165 RNF19B RNF220 RNF38 RNF41 ROBO1 ROBO2 ROPN1 RPS29 RPS6KA2 RPS6KA3 RPS6KB1 RTN3 RTN4 RUNX2 SACS SASH1 SATB2 SCAMP5 SCRT2 SDC2 SEC14L1 SEC61A1 SEMA6A SENP1 SERP1 SERTAD2 SFMBT1 SFRP2 SGCD SGCZ SH3D19 SHANK2 SHC4 SHISA6 SHTN1 SIAH2 SIK2 SLC12A2 SLC1A2 SLC23A2 SLC24A4 SLC39A1 SLC6A1 SLCO5A1 SLTM SMC1A SNX4 SOCS3 SOCS6 SOCS7 SORCS1 SOST SOX11 SOX5 SP1 SPAG9 SPECC1L SPRED1 SPRED2 SRGAP2 SRP72 SSR1 ST18 ST8SIA4 STAM2 STXBP1 SV2A SYNGR1 SYNJ1 SYT13 TAC1 TACC1 TBC1D8B TBX15 TCF20 THTPA TMEM151A TMEM163 TMEM178A TMEM25 TMX1 TOB1 TRHDE TRIM35 TRIM9 TSC22D3 TSPAN3 TTYH3 UBE2H UBE2Q2 UBQLN2 UBR3 UQCR10 USP32 VAT1 WDR1 WDR48 WIPF2 WNT2B YEATS4 YWHAB ZBTB11 ZBTB41 ZDHHC23 ZDHHC8 ZEB2 ZFP91 ZFX ZFYVE26 ZMAT4 ZMIZ1 ZMIZ2 ZNF212 ZNF236 ZNF518B ZNF609 ZNF654 AAGCACT_MIR520F https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AAGCACT_MIR520F ABCA1 ABR ADCYAP1 AEBP2 AGFG2 AK2 ANO6 AP3M1 APP ARF1 ARHGEF17 ARHGEF9 ARID4A ARID4B ASF1A ASF1B ATAD2 ATF6B ATP2B2 ATXN7L2 BACH2 BAZ1A C19orf48P CAMK2N1 CC2D1A CCND1 CCND2 CDC25B CDCA7 CDH2 CDH4 CDK19 CDKN1B CELF2 CEP350 CERS3 CFL2 CNOT6 COL4A3 CPD CREB5 CREBRF CRTC2 CXXC5 CYP26B1 DCAF6 DDHD1 DDX3X DERL2 DLL4 DNAJA2 DNAJC13 DPP4 EDNRB EMX2 EPAS1 ESR1 FAM13C FBXW11 FGD5 FIGN FLT1 FNDC3A FRAS1 GAB2 GATAD2B GRHL2 HACD2 HIVEP3 HSPA14 IGF2BP1 IL6ST INTS6 IQSEC2 IRF2 ITFG1 ITGA9 JADE2 JAZF1 JPT1 KBTBD8 KCNMA1 KIAA1522 KIF3B KLHL18 KMT2A KMT2E KMT5B KPNB1 LCOR LDOC1 LEFTY1 LETMD1 LHX6 LMBR1L LMO3 LYPD6 MACROH2A1 MAP3K14 MBNL2 MECP2 MED12L MEF2C MEX3C MICALL1 MINK1 MKRN1 MMP24 MNT MTCH2 MTMR3 MTUS1 MYRF NAPEPLD NEK9 NFIB NOVA1 NR2C2 NR4A3 NT5C3A NTN4 OCRL OLFM3 OPCML OSBPL8 PAK5 PAN3 PANK2 PAPOLA PBX3 PCGF5 PGBD5 PICALM PLAG1 PLXNA1 PPP2R3A PPP4R3A PRC1 PRDM4 PRDM8 PRKACB PURB PWWP3B RAB11A RAB22A RABEP1 RABGAP1 RALGDS RALGPS2 RAP1A RAPGEFL1 RARB RASAL2 RASSF2 RB1CC1 RBFOX1 RBL1 RC3H1 RDX RFX4 RGL1 RGMA RIC8B RICTOR RNF6 RPS6KA5 SAR1B SENP1 SEPTIN2 SIK1 SIMC1 SLC22A23 SLC24A3 SLC38A2 SLC6A9 SLITRK3 SNX21 SP1 SPRED1 SPTLC1 SS18L1 SUGP1 SYNC TARDBP TBL1XR1 TENT5C TET1 TEX30 TFAP4 TIPARP TLCD3A TMCO2 TMEM87A TMTC1 TMUB2 TNFAIP1 TNRC6B TOX TRAPPC14 TSHZ3 TUBG1 UBE2B UBE2Q2 UBFD1 UBR3 UBXN1 UHMK1 UNC45A USP42 VAMP3 VANGL2 VASH2 VGLL3 VLDLR VSX1 WDR26 WDR37 WNT5A XYLT1 YOD1 YTHDC1 YTHDF3 ZBTB11 ZBTB26 ZBTB41 ZBTB47 ZDHHC17 ZFP91 ZFPM2 ZFYVE26 ZKSCAN1 ZNF180 ZNF385A ZNF436 ZNF462 ZNF654 ZNF800 ZNFX1 AAGCCAT_MIR135A_MIR135B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AAGCCAT_MIR135A_MIR135B ABCE1 ACVR1B ADAMTS9 ADCYAP1 ADO AEBP2 AGO1 AKR1A1 AKT3 ALPK1 ANGPTL2 ANK3 ANKRD40 ANO4 ANXA7 API5 ARHGAP6 ARHGEF2 ARHGEF4 ARHGEF6 ARHGEF7 ARID5B ARL6 ATF3 ATG14 ATP1B1 ATP2B2 ATP2B3 ATP2B4 ATP6V1C2 B4GALNT1 B4GALT5 BACE1 BACH1 BCL11A BCL11B BCL9L BMPER BMPR1A BMPR2 BRWD1 BSN BTBD10 BTBD2 BZW1 BZW2 C1orf198 C3orf70 C6orf120 CACNA1D CACNA1E CADM4 CALML4 CALN1 CAPN15 CCND2 CCNG2 CCSAP CD47 CENPB CHMP4B CHSY1 CIC CNTNAP1 COL4A3 CPD CPLX1 CPLX2 CRAMP1 CREB5 CREG1 CSNK1A1 CSNK1G1 CTTNBP2 CUX2 DAG1 DDX3X DDX3Y DGKH DIP2C DIRAS2 DIS3L2 DLG2 DLGAP2 DMRT1 DPF1 DRAM2 DTNA DUSP5 ELK1 ELK3 ELOVL2 ENTPD4 ENTPD7 EPHA3 ESRRA EVI5 EXTL2 FAM219A FBXL16 FCHO2 FKBP1A FNDC5 FOXN3 FOXO1 FRK FRMD4A FRMPD4 GABPB2 GABRG1 GAS7 GATA3 GCC2 GGNBP2 GLRB GOLGA7 GPM6B GPR3 GPR85 GRK5 GRPEL2 HERC6 HIF1A HIF1AN HNRNPA1 HNRNPU HOXA10 HPS5 IDH3G IGF2BP1 IGF2BP2 IL6ST ILRUN INHBA JAK2 JAKMIP2 JDP2 JOSD1 KALRN KCNAB3 KCND1 KCNMA1 KCTD1 KCTD12 KLF4 KMT5C KPNA3 LCP1 LDLRAD2 LIMK2 LINC00315 LMBRD2 LONRF1 LRRN1 LZTS1 MAN1A1 MAPKBP1 MAT2A MBD6 MEF2C MIER3 MKNK1 MOB1B MON1A MRAS MSL2 MSX2 MTDH MTMR12 MTSS1 MTURN MTUS1 MYEF2 MYPOP MYT1L NAGS NBEA NCKIPSD NCOA1 NDFIP2 NDRG4 NEFM NEGR1 NEURL1 NR3C2 NUCKS1 NUDT4 NUP153 ORC5 ORMDL2 PAK5 PAPOLA PARL PATL1 PCYT1B PDE4A PDE7B PDE8B PEDS1 PELI1 PELI2 PGGT1B PHF20 PHLDB2 PHLPP2 PHOSPHO1 PHTF2 PIK3R2 PIM2 PITPNC1 PLCB1 PLCG1 POU2F3 PPP1CC PPP1R12C PPP2R5C PPP6R3 PRKD3 PRUNE2 PSIP1 PTER PTK2 QKI RAB1B RALBP1 RAP2A RAPGEF6 RARA RARB RASAL2 RBAK RGL1 RGPD5 RHO RIMS2 RNF138 RNF144A RNF152 RNF43 ROCK2 RPS29 RPS6KB1 RUNX1 SCN2B SCRT1 SDCBP SEC62 SELENOH SEMA6D SERTAD2 SETD7 SFSWAP SGMS1 SHISA6 SHISA7 SIAH1 SIRT1 SKI SLC24A2 SLC25A5 SLC35F1 SLC39A13 SLC44A1 SLC5A7 SLC9A9 SLITRK6 SMC1A SMURF2 SNRK SNTA1 SOCS4 SON SP1 SP3 SPINK4 SPOCK1 SRGAP3 SSR1 SSR2 ST7L STAMBP STAT6 STK35 STMN4 STX6 SYNGAP1 SYT3 TAF4 TBK1 TBL1XR1 TEFM TENT5A TGFBR1 THRB TLK1 TMEM168 TMEM9 TMEM97 TOPORS TRAPPC8 TRIM23 TRPC1 TRPM7 TSC22D3 TSEN54 UBE3C UBOX5 USP15 USP42 VGLL4 VLDLR VNN3P WAC WAPL WASHC4 WDR45B WSCD2 YBX2 YTHDF3 YWHAG ZBED4 ZBTB44 ZCCHC14 ZDHHC6 ZNF143 ZNF236 ZNF322 ZNF322P1 ZNF362 ZNF385A ZNF385B ZNF44 ZNF518A ZRANB2 ZSWIM4 AAGGGAT_MIR188 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AAGGGAT_MIR188 ACACA AP1S3 ATXN1 BCL11B BCL9 CCNT2 CDC25B CGN CHRD CNIH1 CPNE8 CRKL CXXC5 DEDD DENND5A DLG5 EFNB2 EIF4A1 ELOVL6 ENOX2 EPC2 EPHA4 ESR1 FAM117B FBXO11 FBXW7 FNIP1 H3-3B IGF2BP2 IL13RA1 ILF3 KITLG KLF12 KPNA3 LPAR1 LSM12 LUZP1 MAFB MAP3K3 MAPK8IP2 MBNL1 MEF2C NBEA NSD2 P4HB PCDH9 PDE4A PDIK1L PHACTR2 PHF3 PTEN RAB14 RAP2C RICTOR RNF111 RNF185 RREB1 RSPO3 SELENOT SLC12A2 SLITRK4 SNN SOX4 SPRED1 SRSF7 TMEM30A TMEM39A TOMM70 TRIAP1 TRIP12 UBE2I USP28 ZBTB44 ZFP91 ZNF281 AAGTCCA_MIR422B_MIR422A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AAGTCCA_MIR422B_MIR422A ACACA AGO1 ALG3 APPL1 ARGLU1 ASXL1 BACE1 BLTP3B BZW1 C1orf21 CALN1 CREBRF CSNK1G2 CUX2 DHX30 DLG2 DSCAM EDN1 ELP5 EN2 FMOD FNDC3B FOXG1 FRMD5 GADL1 GNAI2 GNAT1 GOLT1A GSPT1 HAS3 HECTD2 IQSEC2 JADE2 KIF14 LRRFIP2 LUC7L3 MECOM MORF4L2 NEK4 NEXMIF NIBAN1 NPAS4 NSD1 NSD2 NT5E NTRK3 PAPOLB PHF21A PIK3CA PLAGL2 PPP3CA PRKAR2A PTPRT RAP1B RBBP5 SOX6 SPEG SRR SRSF3 SSH2 STIM1 STXBP5 SYN2 SYNE3 TMEM245 UPF3B VCPIP1 YWHAQ ZIC4 ZNF182 ZNF664 AATGGAG_MIR136 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AATGGAG_MIR136 ANKRD11 ANKZF1 ARID5B BHLHE22 BPTF CBX4 CNOT7 CPEB2 DCAF7 DCDC1 DYRK1A ELK1 ESRRG ETF1 EXTL3 FAM120A FMR1 FOXJ3 GDF6 GLT6D1 GNG3 GRID1 HOXC10 ICA1 IGFBP5 INO80 JAZF1 KALRN KCND1 KDM3A KIAA1522 MDM1 MINK1 MLLT11 MOB1B MOSPD1 MSL2 MTMR4 MTPN MYOZ1 NAAA NONO NPR2 NRK PATZ1 PBRM1 PHF21A PLCXD3 POP5 PPA2 PPARGC1A PSME4 PTPRG PURB RAD51D RADIL RAP2C RGS4 RHCG RNF139 RPGRIP1L SEPTIN3 SGIP1 SLC7A3 SNRK SORCS1 SRSF1 SYDE1 SYTL4 TM9SF3 TRPC4AP TSC22D2 UBE2G1 USP25 USP37 VCAN ZBTB8A ZIC3 ZNF148 ZNF710 AATGTGA_MIR23A_MIR23B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AATGTGA_MIR23A_MIR23B ABRAXAS2 ADAM19 ADAMTS6 ADGRG2 ADGRL2 ADRA2B AFF1 AKAP12 AKIP1 ALDH1A2 AMBRA1 AMMECR1 ANKHD1 ANKRD50 ANO4 ARF6 ARFIP1 ARHGAP20 ARHGAP27 ASB15 ASF1A ATMIN ATP11B ATP6V1B2 ATP6V1E1 ATXN1 AUH AUTS2 AZIN1 B3GALT2 B3GNT6 BCL11A BCL11B BET1 BLCAP BNIP3L BORA BRWD1 BTAF1 BTBD7 C12orf54 C2orf69 CA2 CAB39 CADM1 CALCR CAMTA1 CAPN6 CASP7 CBFA2T2 CBFA2T3 CCAR1 CCDC6 CCK CCL7 CCND1 CCNG1 CCNH CCNT2 CD163 CDC40 CDK5R1 CELF2 CEMIP2 CFAP47 CFDP1 CHD7 CHST10 CHST7 CHSY3 CHUK CIB2 CIPC CLCN3 CLDN12 CLK3 COL11A2 COL4A5 COLQ CPEB2 CPEB4 CPSF4 CREBZF CRK CSNK1G1 CSNK1G3 CSNK2A2 CTCF CTNNBIP1 CUL3 CXCL12 CXCL5 DACH1 DBNDD2 DENND1B DHX15 DIP2C DLG2 DLGAP2 DLX1 DMBX1 DMXL1 DNAJC6 DNM3 DOCK3 DUSP5 EBF3 EGLN2 EGR3 EIF3A ELF2 ELF5 ELOVL6 ENTPD5 EPS15 ERLIN2 ETV1 EYA1 FAM13B FAM222B FAM234B FANCI FAS FBN1 FBN2 FBXO11 FMR1 FNBP1L FNIP1 FOSB FOXK1 FOXL2 FOXO4 FUT4 G3BP2 GCC1 GGNBP2 GJA1 GLCE GLS GLYR1 GPBP1 GPC4 GPRC5B GREM1 GREM2 GRK2 GRK5 HAPSTR1 HAS2 HMGB2 HMGN2 HMGN2P46 HMGXB4 HNF4G HNRNPU HOOK2 HOXA1 HOXA11 HOXA3 HOXB4 HOXB5 HOXC11 HOXD10 HS6ST2 HSP90B1 HTR2C HYKK IDH1 IL11 IL6R ING3 INPP5A INTU IPO5 IRF1 IRF2 KCNK3 KDM4A KDM6A KITLG KLF3 KLF5 KMT5A KPNA1 KPNA4 LAMP1 LBR LGR4 LHFPL2 LHX4 LIN28B LPAR1 LPP LRIG1 LRP5 LRRC4 MAB21L2 MAF MAGI1 MAGOHB MAML1 MAP3K21 MAP3K3 MAP3K5 MAP4K4 MAPRE1 MARCKS MARCKSL1 MAT2A MCFD2 MCM3AP MDFI MDFIC MEF2C MEIS1 MEIS2 MET MEX3C MICU3 MPPED2 MRC1 MSI1 MSL2 MSMO1 MTSS1 MTUS1 MYH1 MYH2 MYH4 NAA15 NAA50 NACC1 NACC2 NAP1L1 NAP1L5 NCOA1 NCOA6 NDFIP2 NDST1 NEK6 NIN NKAIN2 NPR3 NR6A1 NRGN NRK NRXN1 NRXN3 NSD2 NUAK1 NUAK2 NUFIP2 NUP50 OSBPL8 OTUB1 OTUB2 PAK6 PALLD PALS1 PAPOLG PAXBP1 PCDH19 PDE4B PDE7A PDIA6 PHACTR2 PHF19 PHF21B PICALM PITPNA PKDCC PKIA PKNOX1 PKP4 PLAGL1 PLAU PLCB4 PLCXD3 PLPBP POM121 POU4F2 PPARGC1A PPIF PPP1CB PPP1R12A PPP1R13B PPP2R5E PPP4R3B PPP4R4 PRDM1 PRDM10 PRPF4B PRTG PTGER4 PTK2B PUM2 QKI RAB11FIP2 RAD23B RADX RAI14 RBM25 RBPMS2 RCN1 RETREG3 RFX6 RNF43 ROBO2 RRAS2 RSBN1 RTF1 RUNX1T1 RUNX2 RYBP S100PBP SATB1 SATB2 SCAF4 SEC14L1 SEC23A SEMA6D SEPTIN3 SETD2 SGK1 SH3PXD2A SHANK2 SIRPA SLC1A1 SLC4A4 SLC6A14 SLC7A1 SLMAP SMAD3 SMS SNRPC SNX22 SNX27 SNX5 SOCS6 SOX11 SPOCK1 SPOPL SPRY2 SPSB4 SRGAP3 SSH2 ST18 STARD5 STAT5B STK35 STK4 STX12 STX17 SUCO SYNJ1 TAB3 TADA1 TBC1D15 TBC1D9 TEAD1 TFPI2 TGFA TGFBR2 TGFBR3 TGIF1 THAP12 TLK1 TMCO2 TMED7 TMEM131L TMEM263 TMOD1 TMPO TNK2 TNKS2 TNRC6A TNRC6B TOP1 TOP2B TOX TPM3 TRIB1 TRIL TRIM63 TRMT5 TSHZ3 TTC7B TUSC2 UBA6 UBAP2 UBE2D1 UBE2D3 UBE2O USP46 VAPA VGLL3 VKORC1L1 VSNL1 WBP2 WDR20 WDR33 WNK3 WSB1 WTAP XIAP XKRY XKRYP7 YWHAG ZBTB18 ZBTB2 ZBTB44 ZCCHC2 ZEB1 ZFP2 ZIC1 ZMYM2 ZNF395 ZNF423 ZNF579 ZNF652 ZNF655 ACAACCT_MIR453 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ACAACCT_MIR453 AGO1 AMMECR1L ARID5A ARPP19 BCL11B BNC1 BTBD7 CARNMT1 CCDC183 CDK10 CDK13 CNPY3 CREBZF DDX11 FBXW7 GLRA2 GLS2 HOXA4 HSPD1 IFIT1 ITSN1 KDM6A LAS1L MAFG MANEAL MBD5 MLLT3 MYC NCOA1 NHLH2 NIPAL2 NR4A3 NUDT17 PCDH8 PKNOX2 RAP2C RPS6KB1 SCARF1 SMIM21 SNX27 TAL1 VASP ZFX ACAACTT_MIR382 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ACAACTT_MIR382 ACVR1 AKIRIN1 AMOTL2 AQP6 ARFGEF1 ARID1B ARIH2 ATP2B1 BACH1 BCL11B BCORL1 BDNF BTBD7 CAMTA1 CHST9 CILK1 CLTC COLQ DACH1 DCAF10 DDX3X DDX3Y DHX15 EDA EEF1A1 EIF4G3 EN2 EPC2 GMFB HPS4 HS3ST3B1 HSPA14 HSPA2 KMT5A LHX8 LIN9 MATR3 MBNL1 MBNL2 MFSD14B MIEF1 MMP16 MTUS1 NDRG2 NEGR1 NFIA NSRP1 P2RX7 PDE5A PDPK1 PLPPR2 PPP3CC PRPS2 RPE SEC24C SGK1 SLC17A6 SMARCAD1 SORCS3 SPCS2 SRGAP2 STC1 SYNC SYT1 TOP1 UBE2H VEZF1 VEZT YBX1 ZCCHC14 ZNF106 ZNF280C ACACTAC_MIR1423P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ACACTAC_MIR1423P ACSL4 ACVR2A ADAMTS3 ADCY9 AFF1 AFF2 AKT1S1 ANK3 ANKRD11 ANKS1A APC ARID5B ARL15 ASB7 ATF7IP ATG16L1 ATP2A2 BACH1 BACH2 BAZ1A BCLAF1 BMAL1 BOD1 BRWD3 BTBD7 C9orf72 CCNT2 CFL2 CLTA COL24A1 COPG1 COPS7A CPEB2 CRK CRTAM CSTF3 DCUN1D4 EDEM3 EGR2 EHF EML4 ERG FBXO3 FKBP1A FMNL2 FNBP1L FNDC3A FOXO4 GFI1 GNAQ GNB2 GTF2A1 HECTD1 HMGA2 HMGB1 INPP5A IRAK1 ITGAV KAT2B KAT7 KDM6A KMT2A LCOR LLGL2 LRRC1 MAP3K11 MARCKS MBD6 MGAT4A MMD MOB4 MORF4L1 MORF4L2 MRFAP1 PCGF3 PDE4B PIP4P1 PPFIA1 PRLR PSIP1 PTPN23 PUM1 PURB RAB2A RAB40C RAC1 RARG RERE RGL2 RICTOR RLF RNF31 ROCK2 S1PR3 SGK1 SGMS1 SIK1 SIK2 SLC49A4 SLC7A11 SLCO4C1 SMG1 SOX11 SP8 SPIN1 SPRED1 STAM STAU1 STRN3 STX12 SUCO SYPL1 TAB2 TAOK1 TARDBP TFG TGFBR1 TIPARP TIRAP TMEM132E TMEM200B TMEM59 TP53INP2 TRPS1 TWF1 UTY VAMP3 XPO1 ZBTB41 ZNF217 ACACTCC_MIR122A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ACACTCC_MIR122A ADGRB2 AGO1 ALDOA ANKRD13C BACH2 BCAT2 BRPF1 BRWD1 CALM3 CCDC6 CCDC97 CCNG1 CD320 CDC42BPB CLIC4 CLIC5 CPEB1 CS DAND5 DICER1 DLG2 DLG4 FAM219A FKBP5 G3BP2 GALC GIT1 GNPDA2 GTF3C2 GYS1 H1-0 HAND2 HNRNPU IQGAP1 LAMC1 LRP10 MAF1 MARK1 MASP1 MECP2 MEIS2 MICU3 MIPOL1 MMGT1 MSN NEGR1 NFAT5 NPEPPS NTRK2 OCLN ORC2 P4HA1 PAK3 PAPOLA PTBP3 RABL6 RAD21 SERP1 SLC25A34 SLC39A8 SLC4A3 SLC52A1 SLC52A2 SLC9A6 SLCO5A1 SMARCD1 SORCS1 STK24 TBC1D10B TNPO3 TNRC6A VAV3 ZC2HC1C ZDHHC7 ZNF827 ACACTGG_MIR199A_MIR199B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ACACTGG_MIR199A_MIR199B ABCC5 ACVR2A ADAMTSL1 ADAMTSL3 AKAP1 ALS2 ANK2 AP1G1 APPBP2 ARGLU1 ARHGAP12 ARHGAP21 ARID1A ARIH2 ATP2B2 ATXN3 ATXN7 B3GNT6 BAAT BCAM BTRC CACUL1 CAPRIN1 CAV1 CBL CCDC120 CCDC43 CCN2 CCNJ CCNL1 CDC73 CDCA7L CELF2 CELSR1 CLIP1 CLK2 CREM CSDC2 DDR1 DDX3X DDX3Y DENND6A DNAJB5 EIF5B EPB41L1 EPHA7 ERBB4 ETS1 FAM222B FLRT3 FUBP1 FZD4 FZD6 GANAB GARRE1 GCNT2 GIT1 GPRC5A GRB10 GSK3B GUSBP4 HIF1A HIPK2 HLF HMCN1 HOXA7 HSPA5 IKBKB JUNB KIF1B KL KLF12 KLHL3 KPNA4 LAMC1 LARGE1 LARP4 LIN7C M6PR MAB21L1 MAFB MAP1A MAP3K11 MARCHF7 MGAT4B MYEF2 MYH9 MYRF NAA40 NCOA2 NECTIN2 NFE2L1 NINL NLK NPAS2 NTNG1 PALS1 PAN3 PARP12 PAX3 PDE4D PIK3IP1 PLEKHH1 PLXND1 PNPLA6 PODXL PPARGC1A PPM1B PPP1R2 PRX PTPN9 PXN RAB10 RAD23B RALGAPA1 RANBP10 RANBP2 RBM47 RGMA RNF11 RNF38 RORB RSPO2 SACS SAT1 SGCD SH3PXD2A SIRT1 SLC24A3 SLF2 SMARCD1 SMG6 ST6GAL1 STK4 STX4 SULF1 SUN1 TAB3 TAF9B TMEM63B TSPAN5 TSPAN6 TXNL1 UBAP1 VPS26A WAPL WDR44 WDTC1 WNK3 YAF2 ZBTB18 ZCCHC2 ZFC3H1 ZFP91 ZNF17 ZNF44 ZNF512B ZNF563 ZNF579 ACAGGGT_MIR10A_MIR10B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ACAGGGT_MIR10A_MIR10B ABTB3 ADGRL1 AFF4 ANKFY1 APPBP2 ARHGAP12 ARNT ARRDC3 ASXL1 BACH2 BAZ1B BAZ2B BCL6 BDNF BRWD1 BTRC C14orf28 CADM1 CAMK2G CDIP1 CELF2 CELF6 CNNM4 CNOT6 COPS7B CSMD1 CSNK1G1 CTDSPL CTNNBIP1 CYTH1 DAZAP1 DOCK11 DVL3 E2F3 ELAVL2 ELAVL3 ELOVL6 EPHA4 EPHA8 ERI3 ESRRG FHL3 FIGN FLT1 FNBP1L FXR2 GALNT1 GATA6 GRM3 GTF2H1 H3-3B H3-5 HAS3 HIVEP2 HNRNPK HOXA1 HOXA3 HOXB3 HS6ST2 HSPA14 ID4 IGSF1 IL1RAPL1 ITSN1 KCNA6 KCTD16 KCTD17 KL KLF11 KLF13 LTBP1 MAP3K7 MAPKBP1 MAPRE1 MDGA2 MTMR3 MYCBP NAA15 NACC1 NCOA6 NCOR2 NFASC NFAT5 NFIX NONO NR4A3 NRP2 PAFAH1B1 POMT2 POPDC2 PPP1R14C PRRT3 PURB PURG RAP2A RB1CC1 RNF165 RPRD1A SDC1 SHISA7 SIX4 SLC25A1 SLC38A2 SMAP1 SOBP SON SRSF1 SVOP TBX5 TFAP2C TMEM121B TMEM183A TMOD1 TNRC6B TRIM2 USF2 USP46 WDR26 WNK3 ZMYND11 ZNF367 ZNF608 ACATATC_MIR190 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ACATATC_MIR190 ACTR3 ANO4 ARF4 ARPC5 ASAP1 BACH2 BCL11A CADM1 CDKN1B CELF4 CHD7 CLOCK DAG1 DMD EPC2 FOXP2 GPHN HAS2 HECA HERC4 HGF KCNQ5 MEX3B MFSD14B MYO5A NAV3 NEUROD1 NFASC NLGN1 OTUD4 PAPOLG PAX6 PCDH9 PHF20L1 PHLPP1 PTHLH RBAK RLIM RPS6KA3 SAMD4A SLITRK1 SMC6 SRSF1 STC1 STK24 STK35 SYNJ1 TBC1D14 TCF4 TNRC6A TNRC6B TP53INP1 TRIM36 TRPS1 TSHZ1 WDFY3 WDR44 WSB1 YTHDF3 ZIC3 ACATTCC_MIR1_MIR206 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ACATTCC_MIR1_MIR206 ABCB7 ACACA ACAP2 ADAR ADGRA3 ADPGK AGO1 AKAP11 AKAP12 AMMECR1L ANKRD29 ANP32B ANXA2 ANXA4 AP1G1 AP3D1 ARCN1 ARF3 ARHGEF18 ARID2 ARRDC3 ATG13 ATG14 ATP6V1A ATP7A AZIN1 BACH2 BAG4 BCL7A BCLAF3 BDNF BET1 BICD1 BLCAP BPNT1 BSCL2 BSDC1 BSN C1GALT1 C2orf69 CAAP1 CBL CCDC141 CDC42 CDK14 CDK6 CDK9 CEBPZ CELSR3 CITED2 CLCN3 CLTC CNN3 COL4A3 CORO1C CPEB1 CPED1 CPLX2 CPSF7 CREB5 CREBL2 CREM CTTNBP2NL CYB5B DAAM1 DCAF12L1 DDX17 DDX5 DGKG DGKZ DHX15 DLG4 DMPK DNAJC13 DNAJC5 E2F5 EAF1 EDN1 EFNB2 EIF1AX EIF4E ELOF1 ETS1 EYA4 FAM91A1 FBXO33 FBXW7 FGF14 FN1 FNDC3A FNDC3B FOSB FOXP1 FRAS1 FZD7 G6PD GAS2L1 GCH1 GDAP1L1 GDF6 GIT1 GJA1 GNPDA2 GPD2 GRK6 HACD3 HDAC4 HELZ2 HIC2 HIVEP2 HMGCR HMGN1 HNRNPK HNRNPU HOXB4 HS3ST3B1 HSP90B1 HSPD1 IGF1 IP6K2 JOSD1 JUND KANK4 KCNIP3 KCTD13 KDM2B KHSRP KIF2A KLF13 KTN1 LIN7C LRRC8A MAB21L1 MAL2 MAP1A MAP4K3 MAPKBP1 MATR3 MED1 MEIS1 MEOX2 MET MEX3C MFSD14A MIPOL1 MMD MNT MON2 MRTFA MSANTD2 MYLK MYO1E NADK NAP1L5 NCK2 NCL NCOA3 NEXMIF NGFR NOL4L NR1H3 NR4A2 NRP1 NUP50 OGT OLFML2A OSBPL7 OTX2 PAFAH1B1 PAX3 PBRM1 PDCD10 PDIK1L PDLIM5 PHAX PHC2 PHF6 PHLPP2 PIAS3 PICALM PIP4P1 PLPPR4 POGK POLA1 POLDIP3 PPIB PPP4R3B PREX1 PSD3 PTPRG PUM2 QKI RARB RASA1 RCAN2 RICTOR RIMOC1 RIMS4 RIT2 RNF13 RNF138 RNF145 RNF165 RNF38 RNGTT RRBP1 RSBN1 RSBN1L RSPO3 SEC22B SEC62 SEC63 SEMA6D SETBP1 SFRP1 SH3BGRL3 SKIC8 SLC25A22 SLC25A25 SLC35F1 SLC37A3 SLC38A3 SLC39A10 SLC44A1 SLC7A2 SLC7A6 SLC8A2 SMAP1 SMARCA4 SMARCB1 SMIM14 SMYD4 SNAP25 SNX2 SOGA1 SP2 SPRED1 SRGAP2 SRSF1 SRSF3 SRSF9 SS18 STARD7 STC2 SULF1 SYNJ2 TAGLN2 TBC1D15 TBP TFEC TGFBR3 TGIF2 TIMP3 TKT TMCC1 TMEM178A TMEM243 TMOD2 TMSB4XP8 TNKS2 TNPO2 TPM3 TPPP TRA2B TRAPPC3 TRIM2 TSPAN4 TSPAN9 TSPYL4 TTC7B TWF1 UBE2H UBE4A UBN1 UBQLN1 UBR5 USP33 UST VAMP2 VAMP4 VEGFA VEZF1 VGLL4 WBP1L WDR48 WDR6 WIPF2 YPEL2 YWHAQ YWHAZ ZBTB4 ZBTB6 ZFP36L1 ZIC4 ZMAT3 ZNF146 ZNF236 ZNF280D ZNF580 ZNF800 ZNF827 ACCAAAG_MIR9 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ACCAAAG_MIR9 ACACA ACOT7 ACTR1A ACVR1B ADAM11 ADAMTS13 ADAMTS5 ADAMTS6 ADGRL1 AEBP2 AFAP1 AGFG1 ALCAM AMBRA1 AMMECR1 AMMECR1L ANK2 ANKRD12 ANO1 AP1S2 AP2M1 AP3B1 AP4E1 ARFIP2 ARHGAP24 ARHGAP39 ARHGDIA ARHGEF17 ARHGEF2 ARHGEF5 ARID1A ARID1B ARID3B ARL4C ARMCX2 ARPC1A ARPP21 ASIC1 ASXL1 ATG14 ATP11A ATP1B1 ATP8B2 AUH AXL BACE1 BAHD1 BCAP29 BCL11A BCL6 BCLAF1 BICRAL BRD4 BRD8 BRPF3 BTBD10 C18orf25 C1QL1 C2CD2 C4orf46 CA7 CALB2 CAMKK2 CAPZA1 CARM1 CBX1 CBX6 CC2D1B CCAR2 CCDC43 CCDC6 CCNE2 CCNG1 CCSER2 CD47 CDC73 CELF4 CELF6 CEP104 CEP350 CHST15 CLOCK CMTM6 CMTR2 CNNM1 CNNM2 CNNM4 CNTFR CNTN3 CNTN4 COL12A1 COL15A1 COL4A2 COL9A1 CPEB2 CPEB4 CREB5 CREBRF CRIM1 CSGALNACT1 CSNK1A1 CSNK1G2 CTHRC1 CUL4A CXCR4 DBNL DCUN1D4 DDX17 DEDD DENND1A DGKB DHX40 DIAPH1 DIO2 DIPK2A DIXDC1 DLX3 DNAJA4 DNAJB1 DNAJC14 DOCK9 DOLPP1 DR1 DRD2 DSE DSTYK DTNA DYNC1LI2 DYRK1A DYRK1B EDEM3 EGR3 EHD4 EIF4E EIF5 ELAVL1 ELF1 ELOVL4 EMB ENTPD5 EPHA7 EPHB2 ERBIN ERC2 ESYT1 ESYT2 EVI5L FAF2 FAM107B FAM117B FAM13C FARP1 FBN1 FBN2 FBRS FBXL19 FBXL2 FBXL3 FBXW2 FGF12 FLI1 FLRT3 FNBP1 FNBP1L FNDC3B FNIP1 FOXG1 FOXN2 FOXP1 FOXP4 FRMD6 FRY FSTL1 FURIN FYTTD1 GAB2 GABBR2 GAD1 GALNT3 GCH1 GMEB2 GNPNAT1 GOLPH3 GOPC GOT1 GPAM GPR85 GRHL1 GRSF1 GSKIP GZF1 H4C1 HARS2 HDAC5 HECW2 HIC2 HIPK1 HLCS HMG20A HMGA2 HNF1B HOXA11 HOXC13 HUNK ICMT ID4 IGF2BP2 IGF2BP3 IKZF4 IKZF5 INSIG1 IPO4 ITM2B ITM2C ITPKC JAKMIP2 JPT2 JUP KALRN KCNJ2 KCNK4 KCNMA1 KCNMB2 KCTD12 KIAA1217 KIF1C KIF21A KITLG KLF12 KLF5 KLHL1 KLHL18 KLHL3 KLHL42 LAMP1 LARP1 LDLRAP1 LHFPL6 LIN28A LIN28B LIN7C LMNA LPP LRCH4 LRRC1 LRRTM4 LUC7L2 LURAP1L LZTS2 LZTS3 M6PR MAEA MAF MAGT1 MAN1A2 MAP1A MAP1B MAP2K7 MAP3K3 MAP7 MAPKAPK2 MARCHF6 MBNL1 MDGA1 MDGA2 MIGA2 MMP16 MRFAP1 MRRF MTHFD2 MTPN MYH1 MYH9 MYO1C MYPN MYRF NALF2 NAP1L1 NCOA1 NCOR2 NDRG1 NEDD4 NEK1 NFASC NFKB1 NID2 NMT1 NOTCH2 NPTX1 NR5A2 NRF1 NSD2 NTNG1 NXPE3 ONECUT1 OPCML OSBPL11 OSBPL3 OTUD4 OTUD7B P4HA2 PACSIN1 PAK2 PAK4 PALMD PANK2 PANK3 PARG PCDH7 PCGF5 PCGF6 PCNP PCSK2 PCSK6 PDE7B PDGFC PDGFRB PDK4 PGAP1 PGRMC2 PHF20L1 PHF8 PHLDB2 PHOSPHO1 PHTF2 PI4K2A PIGZ PIK3R3 PLBD2 PLPP6 PLSCR3 PMP22 POU3F2 PPARA PPP1R13B PPP2R5D PPP6R3 PRDM1 PRDM10 PRRT2 PRRX1 PRUNE1 PTBP1 PTBP2 PTBP3 PURA PWWP3B PYGO2 QKI RAB34 RAB8A RALGDS RANBP17 RANBP2 RAP2C RASD2 RBFOX2 RBM24 RBM5 RBMS3 REEP4 RET RHOBTB1 RIC8B RIMS2 RIMS3 RIMS4 RNF111 RNF128 RNF144A RNF150 RNF19A RNF24 RPS6KA4 RTN4RL1 RUNX2 SACS SCN2B SCRIB SCYL3 SEMA6D SENP1 SEZ6 SFXN2 SGCD SH2B3 SH3BGRL2 SHC1 SHROOM2 SHTN1 SIN3A SIRT1 SIX4 SIX5 SLC10A3 SLC12A5 SLC19A2 SLC20A2 SLC25A24 SLC27A4 SLC30A3 SLC30A8 SLC31A2 SLC33A1 SLC35B3 SLC39A14 SLC50A1 SLC6A6 SLC9A1 SMARCD2 SMURF2 SNIP1 SNRK SNX16 SNX25 SNX7 SOCS5 SON SORBS3 SORT1 SPART SPECC1L SPTLC2 SPTSSA SRGAP3 SRSF10 SRSF6 ST8SIA4 STAM STARD13 STC1 STK3 STK38L STX1A SYAP1 SYNJ1 SYT10 SYT9 TAB2 TAFA4 TAFA5 TBC1D22A TBC1D8 TBPL1 TENM1 TENT5C TESK2 TGFBI TGOLN2 TLK1 TLN1 TLNRD1 TMCC1 TMEM109 TMEM260 TNFRSF21 TNRC6B TOGARAM1 TRA2B TRAF7 TRIM2 TRIM55 TRPM7 TSC22D2 TSC22D3 TULP4 TXNDC5 UBAP2 UBASH3B UBE2Q1 UBE2R2 UBE2Z UBE3C UBE4B UHRF1 ULK2 USP6 VAMP1 VAMP3 VAV3 VGLL4 WDTC1 WNT4 XRN1 YBX3 YIPF4 YPEL2 ZBTB41 ZDHHC5 ZKSCAN1 ZNF131 ZNF263 ZNF280D ZNF319 ZNF324 ZNF354A ZNF362 ZNF365 ZNF395 ZNF654 ZNF655 ACCAATC_MIR509 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ACCAATC_MIR509 ARHGAP1 ATP5MG BAZ2A CRK DEDD ENPP2 GAD1 INSIG1 KLF6 MEIS1 MLF1 MMD2 MMP19 NLK NPAS2 OLR1 OSBP PBX3 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 PHLPP2 PLP1 PRRC2C PTEN PURB RAB5C RYBP SELENOT SF3B4 SMG6 SOX2 TP53INP1 USP47 VEZF1 ZFAND3 ACCATTT_MIR522 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ACCATTT_MIR522 ACAP2 AKAP1 AKAP9 AMMECR1L ANO1 APH1A AQP9 ARHGAP29 ARHGAP5 ARID2 ARID5B ARMCX2 ATP1B1 ATRX BHLHE22 BPNT2 BRD8 C2CD6 CAPN3 CAPRIN1 CASKIN1 CBLL1 CCND2 CDS2 CDV3 CEBPA CELF2 CEMIP2 CMPK1 CNTFR CPD CRIM1 CSDE1 CSNK1A1 CSNK1A1L CSPG5 CTBP1 CUL1 DAG1 DNAJC25 DOCK7 DYRK1A EHMT1 EIF2A EIF4H ELAVL1 ENC1 ETV1 EVI5L EWSR1 FAM114A1 FEM1C FLRT3 FMR1 FOXP1 FZD2 GAB2 GARRE1 GNAO1 GOLGA1 GPM6B HBP1 HMGXB4 HNRNPK HNRNPM HOXB5 ING3 IVNS1ABP JOSD1 JUN KATNBL1 KDM2B KIF23 KPNB1 KRAS KRTAP3-1 LMO3 LRCH2 LRP1B MAFB MAN1A2 MBNL1 MECP2 MEF2D MSL2 MTDH MYCBP2 MYEF2 MYH10 NAA50 NAB1 NFE2L2 NFKBIZ NHS NMNAT2 NPAT NR4A3 PANK2 PERP PHYHIPL PLAG1 PLK2 PPM1E PPP4R3B PRKG1 PRPF39 PTGFRN PTPN1 PTPN11 RBM22 RBMX RBMXL1 RNF2 RPGRIP1L RSBN1 RTF1 RTKN2 SALL1 SH3BP5 SLC39A9 SLC7A6 SOX9 SP4 SPTBN1 STAG1 SUCO SYNCRIP TAFA1 TBC1D8 TCFL5 TGDS TLX1 TMEM168 TMEM266 TNPO2 TNRC6B TOP1 TOPORS TRPM7 TSSK1B TTN UBA2 UBE2J1 UBE2L3 UBE2N UBE2NL UBE2Q2 UBE3A UBTD2 VAPA WDR26 WDTC1 WNK3 YWHAQ YWHAZ ZC3H11A ZC3H12B ZC3H7A ZFP36L2 ZNF384 ZNF532 ZRANB2 ACCGAGC_MIR423 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ACCGAGC_MIR423 BCORL1 CDK10 DLGAP1 FGFR2 HIC2 PABPC1 PABPC3 RAP2C ACGCACA_MIR210 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ACGCACA_MIR210 ACVR1B DENND6A EFNA3 ELFN2 GPD1L SCRT1 SYNGAP1 ZNF827 ACTACCT_MIR196A_MIR196B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ACTACCT_MIR196A_MIR196B ABCB9 ACER2 ACSL6 ACVR2A ADCY9 AQP4 ARHGAP28 BACH1 BIRC6 BLOC1S6 C14orf28 CALM3 CASK CBFA2T3 CCDC47 CCDC93 CCM2L CCNJ CDKN1B CDV3 CDYL CHRD CLK2 CNIH1 COL14A1 COL1A1 COL1A2 COL24A1 COL3A1 CPD CPM DCAF15 DCAF7 DDX19A DDX19B DENND6A DICER1 DNAAF3 DOC2A DOCK3 ELF4 EPC2 EPHA7 EPS15 ERG ERLIN2 EXOC3L1 FNIP1 GAN GAS7 GATA6 GCNT4 GGA3 GPCPD1 HAND1 HMGA1 HMGA2 HOXA1 HOXA5 HOXA7 HOXB6 HOXB7 HOXC8 IGDCC4 IGF2BP1 IGF2BP3 ING5 KATNBL1 LARP4 LCOR LCORL LIN28A LIN28B LRP1B LRP4 LRRC17 LTN1 MANEAL MAP4K3 MECP2 MGAT4A MIEF1 NAP1L1 NKAPD1 NME4 NR2C2 NRARP NRAS NRK ODF3B OPCML OSMR OTX1 PAQR3 PARP6 PBX3 PCDH19 PCYT1B PDGFRA PLPP6 PPP1R12B PPP1R15B PPP1R16B PPP6R2 PYY2 RANBP10 RANBP2 RBM26 RCC2 RDX RGL2 RICTOR RIOK3 RNF5 RSPO2 SCHIP1 SCRT2 SDCBP SFSWAP SLC31A1 SLC8A2 SLC9A6 SMARCC1 SMCR8 SNX16 SOCS4 SOX11 SOX12 SPINDOC SSR1 SYT9 TNFSF12 TRERF1 TSPAN12 TSPAN18 UHRF2 USP15 VSNL1 WDR37 YOD1 ZCCHC3 ZDHHC21 ZMYND11 ZNF385B ZNF655 ACTGAAA_MIR30A3P_MIR30E3P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ACTGAAA_MIR30A3P_MIR30E3P ABRAXAS2 ACACA ACYP2 ADAMTS5 ADCY1 AHCYL2 AKAP9 ANTXR2 AP1G1 AP2B1 AP4E1 APC ARF6 ARID4A ARPP19 ATP1A1 ATXN1 BAAT BCCIP BIRC6 BMT2 BRCA1 C5orf24 CANX CAPRIN1 CAV1 CBL CCDC6 CCDC74A CCDC74B CCKBR CDC37L1 CDC40 CELF2 CLCN5 CNPY2 COL12A1 CREBBP CSNK1E CSNK1G3 CYRIA CYTH1 DBF4 DBX2 DDX3X DHDDS DLG2 DLST DNAJB14 DNAJB4 DNAJC27 DSCAM DUSP8 EGR1 EIF1 ELAPOR2 ELK3 EP300 EPAS1 ERBB4 ERMP1 EYA3 FAM104A FAM13B FBXW7 FCHO2 FGF7 FGF7P3 FGF7P6 FNDC5 FOCAD FOXJ3 FOXK2 FOXP1 FRAT1 FXR1 GALNT1 GALNT7 GDF6 HERC4 HEXIM1 HIRA HMGA2 HNF1B HNRNPH2 IFT20 INTS8 IPCEF1 ISCU KCNA3 KIAA0232 KRAS LCP2 LHX8 LIN7A LMNB1 LRRTM1 LRRTM2 MACIR MACROD2 MAPK6 MARK1 MECP2 MED12L MEF2C MEF2D MEOX2 MLLT10 MNT MYT1L NAA25 NEGR1 NHS NKAIN2 NPY2R NR2C2 NR3C1 NRARP NRCAM NUFIP2 ORC5 OSBPL11 OSBPL6 OTX2 PAIP2 PAPOLG PATZ1 PBRM1 PIGA PITX2 POLR2M POU4F1 PPP2R5E PRKAA1 PRRX1 PSIP1 PTEN PURA QKI RAB10 RAD51D RALA RARB RBM45 RBMX RBMXL1 RGS7 RICTOR RNF141 ROBO1 RUNX1T1 RYR3 SAP130 SCAMP1 SELENOW SEMA3C SFRP1 SH3GL3 SH3GLB1 SIAH1 SIX4 SLC25A33 SLITRK3 SP3 SRSF10 SRSF4 STX3 SUN2 TBL1XR1 TCEANC2 TCF7L1 TFDP1 TMEM45B TMEM47 TNPO3 TNRC6B TOB1 TOMM70 TOP1 TSC22D2 TSPAN14 TWF1 UBE2G1 UBE2J1 USP1 USP32P2 USP6 VAMP2 VCPIP1 VGLL3 YOD1 YPEL5 YWHAE ZBTB18 ZBTB21 ZEB2 ZFAND5 ZFX ZFYVE9 ZIC4 ZNF22 ZNF280B ACTGCAG_MIR173P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ACTGCAG_MIR173P ACACA ACTR1A ANKRD50 ARID2 ARMC8 BCORL1 BRWD3 BTF3 CACNA2D4 CAMK2D CDK17 CDK2AP2 CEP43 CNOT4 CNOT6 COL12A1 CSDE1 CTR9 CYTH1 DCAF7 DDX5 DDX6 DENND6A DHX57 EBF1 EIF4G1 FAM168B FKBP5 FNBP1L FOXP1 FSTL5 FZD4 GABBR2 GTDC1 GTF2H1 HDAC8 HERC2P9 HIF1A HMGA2 IGF2BP1 INPP5A ITSN1 KANSL1 KAT7 KBTBD2 KCNMA1 KHDRBS1 KPNA3 LIN28A LPAL2 MACROD2 MAML3 MAP4 MARCKS MAX MEIS1 MIER3 MRGBP MYO19 MYO1D NEUROG1 NF2 NKAIN1 NR3C1 NRDC NTRK2 OGT OLFM1 PARD3B PARP6 PPP1R10 PPP2CA PPP4R3A PPP6R3 PYM1 RAB11A RAB21 RAB6A RAB8B RAP2C RASAL2 RASGRP4 RHOT1 RNF111 RTL5 SHTN1 SLITRK1 SNX27 SORCS2 SOX11 SPRED2 TCERG1L TM9SF4 TMEM62 TRAPPC10 TSHZ3 UHMK1 USP33 VEZF1 VEZT VGLL4 VPS36 YTHDF2 YWHAG ZFHX2 ZFHX4 ZFR ZIC3 ZNF423 ZNF462 ACTGCCT_MIR34B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ACTGCCT_MIR34B ABCC1 ACACA ACSL1 ACTL6A ACTR1A ADCY2 ADGRL1 ADORA2A AHCYL2 AKAP1 ALCAM AMER1 ANGPTL7 ANK2 ANKRD12 ANKS1B AP1B1 AP2S1 AP3M1 ARHGAP1 ARHGEF10L ARID1B ARID2 ARID4B ARL5B ARNT2 ARPP21 ARRDC3 ATP11C ATP1B3 ATXN2L B4GALT2 BCL9L BEST1 BOLA2 BRD4 BTG2 CACNA2D2 CALCR CAPN6 CDK6 CELF2 CELF3 CELSR3 CERS2 CNOT4 CNOT6 CNTNAP1 COL12A1 CPEB3 CREB1 CTNND2 CYRIB DAAM1 DCAF7 DHX40 DIP2C DLL1 DMAC2L EDARADD ELAVL1 ELF2 ELMOD1 ERGIC1 ERLIN1 ESRRA ETS1 EVI5L FAM171A1 FAM219A FHL2 FLOT2 FOXJ2 FOXN3 FOXP1 FRMD4A GEMIN8 GLCE GRID1 GRM1 HMBOX1 HOXB8 HOXC8 HPS1 HTR2C HYCC2 ICA1 INSM1 IQGAP2 IRF6 ITSN1 JADE2 JAG1 JAKMIP1 JAZF1 KCTD16 KLF12 LMAN2L LRP6 MAGI1 MAN2A2 MAP1A MAPK1 MAPK4 MARCHF5 MARCHF6 MAT2A MECP2 MED13 MET MIDEAS MIER2 MITF MLLT3 MOB1B MORN4 MOSPD1 MRPL52 MSI1 MTCL1 MTDH MYB MYC MYCBP2 MYRIP NAA50 NAV1 NAV3 NDST1 NETO1 NEUROD1 NFAT5 NFIX NOTCH1 NPTX1 NR4A2 NRG1 NSUN5P2 NUFIP2 OCRL PAK1 PAPOLA PAPOLG PCF11 PDGFRA PHACTR1 PIAS1 PIEZO2 PLEKHA1 PLEKHG5 POU4F1 PPP1CC PPP1R10 PPP2R5A PPP6R2 PRR3 PTK7 PTPRG PURB RAB10 RAB14 RAB3C RALA RALGPS2 RANBP10 RAP1GAP2 RBM12 RBM24 RDX RIC8B RIMBP2 RNF4 RPS6KA4 RPS6KB1 SDHC SENP3 SETD7 SFSWAP SHISA6 SHISA7 SNTA1 SOGA1 SOX4 SPEG SPTBN2 ST18 STC1 STIM1 STK39 STRBP SUCO SYNGR1 TAOK1 TCF12 TENM1 TESK1 TFDP2 THRB TMCC3 TMEM87A TOX TRIM2 TSPAN32 UHRF2 VAMP2 VAMP3 VEGFA VEZT WASF1 XKR6 YTHDF1 YWHAZ ZMPSTE24 ZMYM3 ZNF148 ZNF207 ZNF282 ZNF3 ZNF580 ZZZ3 ACTGTAG_MIR139 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ACTGTAG_MIR139 AEBP2 AKIRIN2 ANK2 AP1S2 AP3M1 APLP2 ARRDC3 ATP2B2 ATRX ATXN1 AUTS2 AZIN1 BTG3 CACNA2D2 CCNY CDC42 CDK19 CHD7 CHFR CPEB4 CTDSPL2 DCBLD2 DDIT4 DDX3X DHX15 DMD DNAJC5 DPY30 DTX3 EIF4G2 ESRRG ETS1 FAM76B FAM91A1 FBN2 FBXL16 FBXL7 FMR1 FOS FOXP1 FREM1 FRMD4A GALNT3 GDF10 GPD1L GRM1 HDGF HIPK1 HMGCR HNRNPF HOXA9 IVNS1ABP JDP2 JUN KBTBD2 KBTBD8 KPNA4 LRCH2 LRFN5 LSM14A MAP2 MARCHF7 MAT2A MEIS2 MGAT4A MNT MORN4 NDRG4 NFAT5 NME7 NOTCH1 NPTX1 NRK NXPH1 PAK5 PCDH10 PDE3A PDE4A PHF6 PIEZO1 PMP22 PPARGC1A PPP2CA PPP3CB PROSER1 PRPF4B PSME4 PTPRU RO60 RSBN1L RTF1 RUFY3 SCHIP1 SEPTIN11 SLC25A3 SMARCA4 SOCS2 SOX1 SOX5 SRSF10 SRSF4 SSX2IP STAU2 TAOK1 TBX1 TCF12 TGIF1 TMCC1 TOP1 TSPAN3 TSPAN5 UBE2F UBR3 VPS37B WASHC4 WDR47 XPO4 YWHAG YWHAQ ZBTB10 ZEB2 ZFAND3 ZNF532 ACTGTGA_MIR27A_MIR27B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ACTGTGA_MIR27A_MIR27B ABCA1 ABCB9 ACOT11 ACVR1 ACVR2A ADAM19 ADAMTS10 ADCY3 ADCY6 ADGRG6 ADORA2B AFAP1 AFF4 AGO2 AGPAT4 AGRN AK2 AKIRIN1 AMMECR1L ANK1 ANK2 APAF1 APBA2 APPBP2 AQP11 ARFGEF1 ARGLU1 ARHGAP12 ARID2 ARMC8 ARRDC4 ATP11C ATP2B1 ATP6V1A ATXN10 B4GALT3 BAG2 BAHD1 BCL3 BCORL1 BEX3 BMI1 BRPF3 BRSK1 BTG2 C1orf21 C1orf52 C6orf120 CA10 CA12 CA7 CAB39 CABLES2 CABP1 CACNA2D3 CACNB2 CADM1 CAMTA1 CAPN3 CAPZA1 CASC3 CBFA2T3 CBFB CCDC71 CCDC92 CCM2 CCNG1 CCNJ CCNK CD28 CD2AP CDC42 CDH11 CDH24 CDH5 CDIP1 CDK18 CDS1 CEMIP CHRD CHST1 CIPC CIT CLCN3 CLCN5 CLK1 CNOT7 COLGALT2 CPEB3 CPEB4 CRACDL CREB1 CREBRF CSF1 CSNK1G1 CSRNP1 CTDSP2 CYP39A1 DCP2 DCUN1D4 DCX DIRAS1 DKK2 DLL4 DNAJC13 DNAJC27 DOT1L DPY19L3 DTNA DUSP5 DVL2 E2F6 E2F7 EBF3 ECE2 EDAR EDEM3 EDNRA EDRF1 EEPD1 EGFR EHD3 EIF2S2 EIF6 ELFN2 ELL2 ELMO1 EN2 ENAH EPB41 EPB41L1 EPHB2 EVI5 EYA1 EYA4 FAM133B FAM13A FAM184A FAM193B FAM222A FAM78A FBXO30 FBXO33 FBXW7 FLRT2 FLRT3 FOSB FOXN3 FOXO1 FOXP2 FOXP4 FRS3 FZD7 GABRB3 GALNT3 GALNT7 GATA2 GATAD2A GCC2 GFPT2 GLRA2 GLTP GNG12 GNS GOLM1 GOSR2 GPAM GRB2 GREB1L GREM1 GSPT1 H3-3B H3-5 HAPLN1 HBEGF HCN4 HERC2P9 HIP1 HLX HMGB3 HNRNPF HOXA10 HOXA13 HOXB3 HOXB8 HOXC6 HYCC1 HYCC2 HYOU1 ID2 IFFO1 ING5 INPP5J INSR IRF4 IRS1 ISL1 ITGA5 ITPKC ITSN2 JMJD1C KBTBD8 KCNA6 KCNK2 KCTD4 KDM3A KLHL4 KMT2A KPNA3 LBH LIF LIFR LIMK1 LITAF LONRF1 LPAR6 LPCAT1 LSM12 LYPD3 LZTS3 MAN2A1 MANEAL MAP2K4 MAP2K7 MAPK14 MAPK8IP3 MARCKS MATN3 MBD2 MBNL2 MDFI MED13L MED14 MEIS2 MEPCE MFSD2A MICU3 MIER2 MIER3 MIR1915HG MKNK2 MMD MOB1B MOSPD3 MSI1 MTMR10 MTMR4 MTURN MYT1 N4BP1 NAA15 NAA50 NABP1 NAV2 NCBP3 NCOA1 NCOA5 NCOA7 NDUFS4 NEDD4 NEK2 NEK6 NEO1 NETO1 NEURL4 NEUROD6 NFASC NFE2L2 NGFR NHS NKAIN1 NKAPD1 NOVA1 NPEPPS NPTX2 NR2F6 NR5A2 NRBF2 NREP NRIP1 NRK NRP2 NRXN1 NXF1 NXT2 ORC5 OTULIN OTX2 PAK6 PANK1 PAPPA PAQR9 PARD6B PCDH17 PDE3A PDE7B PDGFRA PDHX PDIA5 PDLIM5 PDPK1 PDS5B PEDS1-UBE2V1 PGAP1 PGM2L1 PHB1 PHLPP2 PITPNM2 PKIA PLAG1 PLAGL2 PLEKHH1 PLEKHH2 PLK2 PLPPR5 PLXND1 PNKD POGLUT1 POM121 POU3F2 PPARA PPARG PPM1E PPME1 PPP1CC PPP4C PRICKLE2 PRKX PRKY PSMA1 PTGER4 PTGR3 PTPN3 PTPN9 PTPRT QKI RAB11FIP1 RAD54B RARA RBPMS2 RCAN2 RELN REPS1 RETREG3 RGL2 RGPD5 RGS1 RGS6 RIMS3 RLIM RMND5A RND3 RNF111 RNF139 RNF144A RNF38 RNFT1 RNGTT RO60 RPGRIP1L RPN1 RPS6KA5 RPS6KB1 RUFY3 RUNDC3A RUNX1 RXRA RYBP SAMD10 SATB2 SCAF11 SEMA6A SEMA6D SEPTIN3 SERTAD2 SFRP1 SGMS1 SGPP1 SH2D3C SH3BGRL2 SH3RF1 SIPA1L3 SLC1A2 SLC35F1 SLC38A4 SLC39A11 SLC39A13 SLC6A1 SLC7A11 SLCO5A1 SLITRK1 SMARCA1 SNAP25 SOCS6 SOWAHA SOX11 SP1 SPATA2 SPRY2 SPTY2D1 SREK1 SRGAP2 SRSF1 SS18L1 ST14 ST6GALNAC3 STAG1 STARD7 STIM2 STIMATE STK39 STK40 STX16 SUCO SV2A SYDE1 SYT1 SZRD1 TAB3 TAPT1 TBX5 TGFBR1 THRB TLK2 TLNRD1 TMCC1 TMED5 TMEM25 TMEM266 TMEM9B TMSB10 TMTC2 TMUB1 TRAPPC8 TRIL TRIM23 TSC1 UBE2F UBE2N UBE2NL UBE2Q1 UBE2V1 UBE2W UBE4A UBR1 UBR5 UNC5D UNKL URGCP USP42 USP46 VANGL1 VANGL2 VAV3 VEGFB VIP WASHC4 WDTC1 WEE1 WIPF2 WNT3A WSB1 YPEL3 YWHAB ZBTB39 ZCCHC24 ZDHHC17 ZFHX4 ZFP36L1 ZHX1 ZKSCAN2 ZNF385A ZNF800 ZNF827 ZZZ3 ACTTTAT_MIR1425P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ACTTTAT_MIR1425P ABCA1 ABCG4 ACIN1 ACKR3 ACTN4 ADAMTS1 ADAMTS5 ADGRB3 ADGRL3 AFF4 AHR ALCAM ALS2 AP1G1 APBB3 ARGLU1 ARHGEF40 ARID2 ARID4B ATG16L1 ATP1B1 ATP2B1 ATXN7L2 BAZ2A BECN1 BHLHE41 BMP2 BNIP2 BRPF3 BTBD1 BTBD10 BTBD7 BTG1 BTG3 BVES C14orf28 C2CD2 C8orf34 CAMK2A CAMTA1 CAPN7 CBLN4 CBX3 CCNG2 CCNT2 CD69 CDC37L1 CDK17 CDK5 CELSR1 CEP97 CHD9 CHSY3 CIC CLCN3 CMIP CNEP1R1 CNNM4 CNOT11 COL4A3 CPEB2 CPEB3 CPEB4 CPSF6 CRK CUL2 CUL4A DCHS1 DCUN1D4 DDHD1 DIO2 DNAJC25 DNAJC7 DSTYK DUSP2 EFCAB14 EGLN3 EGR3 EIF4E3 ELAVL2 ELAVL4 EMC4 ENSG00000204117 EP300 EPAS1 ETV1 EXOC5 EYA4 FAM107B FAM131B FAM91A1 FBXL3 FBXO30 FCHO2 FGF13 FIGN FNDC3A FNDC3B FOS FOXJ2 FXYD3 FZD7 GAS7 GCH1 GOPC GPATCH8 GPR88 GRM7 GRSF1 H3-3A HDLBP HERPUD1 HIPK1 HLTF HMGCLL1 HNRNPH3 HOXA13 HOXB4 HSPA8 IGF1 IGF2BP3 IL18BP JMJD1C JPT1 KCNJ3 KCNRG KIT KITLG KLF10 KLF11 KLHL14 LHX8 LMX1A LRP12 LRP1B LRP2 LUZP2 MARCHF6 MASTL MAT2B MBD2 MBD5 MBIP MCL1 MEA1 MED12L MED14 MED28 MFSD14A MGAT4B MGLL MIER3 MIR137HG MKLN1 MMP24 MSH6 MTLN MYCN MYF5 MYO1D NETO2 NFAT5 NFE2L2 NIBAN2 NPAS4 NPAT NRG1 NRP1 NTRK3 NUDT22 OSR1 OTUD4 OTX2 PAIP1 PAPOLB PAPPA PBX3 PCBP1 PCBP2 PCGF3 PDS5B PLEKHA3 PLXNA2 PPM1G PRPF4B PTPN4 PURA QKI RAB11FIP5 RAB6B RALGAPA1 RBBP8 RC3H1 RCN2 RERG RETREG1 RETREG2 REV3L RGMA RHOA RHOC RHOQ RHOT1 RIC8B RNF128 RNF165 RNH1 ROBO1 RPS25 RPS6KA4 RPS6KA5 RSF1 RTN1 SACS SCOC SDCBP SETD1A SETD2 SGMS1 SHANK2 SIX4 SLAIN1 SLC17A7 SLC18A2 SLC22A23 SLC25A27 SLC36A1 SLC4A4 SNX16 SON SORBS1 SOX5 SP2 SPCS2 SPEN SPOCK2 SPSB1 SREBF1 SRF SRI SSH2 ST8SIA2 STAG1 STC1 STK35 SUN1 SYNJ1 SYT7 TAF10 TAFA1 TANC1 TAOK2 TBC1D9 TCF12 TGFBR2 TLE4 TMEM54 TP53INP1 TPBG TRIM3 TRIM36 TRIP10 TRPC4AP TSC22D2 TUT4 UBE2A UBE2D1 UBE3C UBE4A UBR1 UCHL3 ULK1 UQCRFS1 USP46 VANGL1 VMP1 VPS54 WDR26 WWP1 ZBTB47 ZCCHC14 ZDHHC17 ZFAND3 ZFP36 ZFPM2 ZFX ZFYVE21 ZNF503 ZNF512B AGCACTT_MIR93_MIR302A_MIR302B_MIR302C_MIR302D_MIR372_MIR373_MIR520E_MIR520A_MIR526B_MIR520B_MIR520C_MIR520D https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AGCACTT_MIR93_MIR302A_MIR302B_MIR302C_MIR302D_MIR372_MIR373_MIR520E_MIR520A_MIR526B_MIR520B_MIR520C_MIR520D ABCA1 ADAM9 AEBP2 AGFG2 AK2 ALX4 ANAPC16 ANK2 ANKRD13C ANKRD54 ANO6 APP ARHGEF10 ARHGEF17 ARHGEF18 ARID4A ARID4B ASF1A ASF1B ATAD2 ATF6B ATP2B2 ATXN1 BAHD1 BAMBI BCL11A BCL2L11 BCL6 BLOC1S5 BRMS1L BTG1 C2CD2 CADM2 CAMK2N1 CAMTA1 CC2D1A CCND1 CCND2 CCNJ CDCA7 CDK19 CELF2 CERS6 CFL2 CLIP4 CNOT6 COL23A1 CREB5 CREBRF CRIM1 CRK CRTC2 CYP26B1 DAZAP2 DCAF6 DCUN1D1 DDHD1 DERL2 DHX40 DMTF1 DNAJA2 DNAJC27 DPYSL5 DRD1 DUSP2 E2F5 E2F7 ECT2 EDNRB EMSY EPAS1 EPHA2 ESR1 ETV1 FAM117A FAM13C FAM219B FBXO11 FEM1C FGD5 FLT1 FNDC3A FNDC3B FOXJ2 FOXL2 FRMD4A GABPB2 GATAD2B GIGYF1 GNB5 GRHL2 HAPSTR1 HDAC4 HIC2 HLF HNRNPH3 IGF2BP1 INHBB INO80 INTS6 IP6K1 IQSEC2 IRF2 ITGB8 JAZF1 JOSD1 JPT1 JRKL KANSL1 KAT2B KBTBD8 KCNMA1 KIAA1522 KIF3B KLF12 KLF13 KLHL18 KLHL3 KMT2A KMT2C KMT5B KPNA2 LATS2 LCOR LEF1 LEFTY1 LHX6 LHX8 LMO3 LUC7L2 LYPD6 MAML1 MANEAL MAP3K11 MAP3K14 MAPK9 MARCHF8 MBNL2 MCCD1 MCL1 MECP2 MED12L MEF2C MFAP3L MIER3 MINK1 MKNK2 MKRN1 MLLT6 MMP24 MNT MPC1 MRPS25 MTERF4 MTMR3 MTUS1 MYCN MYRF MYT1L NAPEPLD NCOA7 NEK9 NELFE NEO1 NEUROD1 NEUROD6 NFIB NFYA NPAS3 NR2C2 NR4A2 NR4A3 NTN4 NUFIP2 OLFM3 OPCML ORMDL3 OSBPL5 OSBPL8 OTUD4 OXR1 PAK5 PAN3 PAPOLA PARP8 PBX3 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 PFN2 PGBD5 PHF2 PHF6 PHLPP2 PLAG1 PLAGL2 PLEKHA3 PLEKHM1 PLXNA1 POLQ PPP3R1 PPP6C PRDM4 PRDM8 PRR16 PRRG1 PRRX1 PURA PURB RAB11A RAB11FIP1 RAB22A RAB6A RAB6C RAB7A RABEP1 RABGAP1 RAD23B RALGDS RAPGEFL1 RASSF2 RB1CC1 RBBP7 RBL1 REEP3 RETREG3 RGL1 RGMA RHOC RIC8B RNF6 RPS6KA1 RPS6KA3 RPS6KA5 RRAGD RSBN1 RSRC2 RUNX1 SAR1B SCRT2 SDC1 SEC62 SENP1 SIK1 SIPA1L3 SLC22A23 SLC2A4 SLC6A9 SLITRK3 SMAD2 SNX21 SPOP SPRTN SS18L1 SSX2IP ST8SIA2 SUCO SUGP1 SUV39H1 SYDE1 SYNC TAL1 TAOK2 TARDBP TBC1D8B TENT5C TET1 TFAP4 TIPARP TLCD3A TLE4 TMUB2 TNFAIP1 TNKS2 TOB2 TOX TP53INP1 TP53INP2 TRAPPC14 TRIM36 TRIP11 TRIR TRPS1 TRPV6 TSHZ3 TUSC2 TWF1 TXNIP UBE2B UBE2J1 UBE2Q2 UBE2R2 UBE2W UBFD1 UBR3 ULK1 UNKL USP42 USP46 VEGFA VLDLR VSX1 WDR37 WDR45 WEE1 YOD1 YPEL2 YTHDF3 YWHAZ ZBTB11 ZBTB4 ZBTB41 ZBTB47 ZBTB6 ZBTB9 ZDHHC17 ZDHHC9 ZFP36L2 ZFP91 ZFPM2 ZFYVE26 ZKSCAN1 ZMYND11 ZNF2 ZNF362 ZNF385A ZNF436 ZNF512B ZNF654 ZNF800 ZNFX1 AGCATTA_MIR155 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AGCATTA_MIR155 ACTA1 ACVR2A ANTXR2 ARID2 ARL5B ATP2B1 BACH1 BCAP29 BCAT1 BCORL1 BOC BRD1 C3orf18 C5orf64 CAB39 CAMTA1 CARHSP1 CD47 CDC73 CEBPB CELF2 CHD7 CNTN4 CREBRF CSF1R CSNK1G2 CTLA4 CUX1 DNAJB1 DNAJB7 DYNC1I1 ELL2 ETS1 FAM135A FAR1 FBXO11 FBXO33 FGF7 FGF7P6 G3BP2 GDF6 GOLPH3L GPM6B GPR85 H3-3A HBP1 HDAC4 HIF1A HIVEP2 IKBKE INPP5D ITK KBTBD2 KCNN3 KRAS LCORL LRP1B LRRC59 MAP3K10 MAP3K14 MARCHF7 MECP2 MEIS1 MIDN MYB MYO10 MYO1D N4BP1 NDFIP1 NFAT5 NFIX NOVA1 NUFIP2 OGN PCDH9 PDE12 PICALM PKIA PSIP1 PSKH1 PTPN2 QKI RAB11FIP2 RAB1A RAB6A RCN2 RNF123 RPS6KA3 RREB1 S1PR1 SATB1 SCG2 SDCBP SEMA5A SEPTIN11 SERAC1 SGCZ SGK3 SKI SLA SLC39A10 SMARCA4 SOCS1 SOX1 SOX11 SP3 SPI1 SSH2 STRN3 SYPL1 TAB2 TIMM8A TLE4 TOMM20 TP53INP1 TRIM2 TSHZ3 TSPAN14 UBE2D3 UBE2W UPP2 VEZF1 WBP1L WEE1 WWC1 YWHAE YWHAZ ZBTB18 ZFP69 ZIC3 ZMYM2 ZNF236 ZNF518B ZNF652 AGCGCAG_MIR191 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AGCGCAG_MIR191 CCDC88B CCM2L CHRD DIO3 EGR3 ETF1 HMGB1 MAGI1 OGT RC3H1 SNRNP70 SPEN UBAP2 AGCGCTT_MIR518F_MIR518E_MIR518A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AGCGCTT_MIR518F_MIR518E_MIR518A ADO AUTS2 BET1L CAPN3 CPEB1 EGR3 FCHSD1 MCF2L NEXMIF NRXN1 NSG2 OTP PTPRU RAP1B SON TAS1R1 ZNF385A ZNF608 AGCTCCT_MIR28 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AGCTCCT_MIR28 ACHE ADGRL1 AMIGO1 AMPH ARID1A ATXN1 BCAM BIVM CABP7 CAPN6 CAPRIN1 CCDC71L CDC42SE1 CLK3 CNTFR CRIM1 CSF1 CSNK1G1 CYTH2 DDX39A DMRTC2 DPF1 DYRK1A EN2 EPHB1 FOXN3 GARRE1 GPM6A HNRNPK HOXA1 HTRA2 IKZF4 IQSEC2 KAT6A KDM5C LBH LIF LRRC14 LSM12 LUZP1 MAP3K3 MAT2A MAX MEF2D METTL17 MORF4L2 MOSMO MSL2 MTSS1 N4BP1 NAA60 NDE1 NDRG2 NNAT NR4A3 NRAS OTUB1 PDZD4 PTPRF QKI RAP1B RCVRN RHO RNF165 RREB1 SARM1 SDC1 SEH1L SETDB1 SH3D21 SMAD3 SP140L SPRY3 SRF SRSF5 SSH2 SSRP1 TLN2 TMEM200B TNFSF12 TRIT1 TRPS1 TXNL1 UNC5A USP9X VAMP2 WIPF2 YPEL3 ZC3H12B ZNF512 ZNF569 AGGAAGC_MIR5163P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AGGAAGC_MIR5163P ADAMTS9 AGO1 ANTXR2 ARGLU1 ARL6IP1 ASIC1 ASTN1 ASXL2 ATP6V1C1 B4GALT7 BAIAP2 BCL11B BNIP3L CBL CCDC184 CCPG1 CERKL CHST2 CLUH CNOT3 COL18A1 COL1A1 CREB5 CREBRF CSNK1G1 CYGB DCAF7 DCTN4 DIAPH1 DUSP5 EFNB3 EGFLAM EN2 ERG ERMP1 FAM131B GADD45A GFRA2 GLIPR2 GPM6B GTDC1 HCFC1 HEPN1 HERC6 HNRNPF HNRNPUL1 HSPD1 IER5 IFIT1 ISX KHNYN KLK10 KMT5A LDLRAD2 LIF MACROH2A1 MAP9 MARCHF6 MCAM MTUS1 MYO3B NCAM1 NXF1 OGT OSBP2 PABIR1 PAQR8 PATZ1 PCNP PDE4A PEDS1-UBE2V1 PIK3C2B PITPNC1 PLCB1 POU3F4 POU6F1 PPA2 PPP1R14C PRPF4B RAB6B RBFOX1 RILPL1 RIMS2 RNF214 RTEL1 RUNX3 S100B SATB2 SDK1 SERPINB5 SLC7A1 SLITRK1 SLITRK3 SMG7 SOCS4 SORCS1 SPRED1 SPTB SRSF2 STAT4 SYCP2L SYT1 TCF12 TM9SF4 TMEM154 TMEM70 TMEM81 TNR TNRC6B TRAF3 UBE2L3 UBE2V1 VASN VASP WAPL WDR48 WEE1 XBP1 YWHAZ ZEB2 ZER1 ZNF385B ZNF607 AGGAGTG_MIR483 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AGGAGTG_MIR483 ACE AMBRA1 CAMK2G CAMK2N2 CNOT7 CPEB3 DAG1 DDX54 DNAL4 DOCK3 FHL1 GDF3 H3-3B H3-5 HIC2 HIVEP2 HYCC2 IGF1 IL1RL1 KPNB1 MAP2 MED1 MLLT6 MTA2 MXD4 NEK9 NEUROG1 NSD2 NTRK3 ODF2 OGT PDCD7 PHACTR3 PHF20L1 PKNOX2 PLXNA1 QKI R3HDM1 RAB10 RB1CC1 RBAK RBM3 RCAN2 RIOK3 RNF4 SATB1 SETD2 SFSWAP SLC6A8 SON SRSF1 SRSF5 SYNPO2 TMOD1 UBE2J2 USP32P2 USP46 USP6 UTP14A VAMP2 VEZF1 WDR44 XPO1 ZDHHC5 ZNF212 ZNF382 AGGCACT_MIR5153P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AGGCACT_MIR5153P AGO1 ARHGEF12 ARIH1 ARL4C BAZ1B BAZ2A BBOF1 BCOR BICD2 BTBD3 C11orf87 CACNA1D CAPRIN1 CDKN1B CLOCK COX11 CS CYB561D1 DAZAP2 DCTN4 DCUN1D3 DHX15 DLL1 DNAJC16 DPYSL5 DYRK1A EFNB1 EPB41 EPHA7 FAM185A FAT2 FMNL3 GALE GAN GATAD2B GIGYF1 HOGA1 IKZF4 IL18BP ITPRID2 JPH4 KAT6A LARP4B LRP8 LRRC31 LRRC37A6P MAP3K7 MBOAT2 MDGA2 MKRN1 MMP19 MTDH MTMR4 NANOS1 NEDD4L NPAS2 NR4A2 OGT PAFAH1B1 PAFAH1B2 PCDH17 PPP1R7 PTPRG QKI RIPOR1 RNF43 RPS6KA3 SEC62 SEMA6D SKIDA1 SLC6A15 SLCO3A1 SOX11 SP1 STK4 SUV39H1 SYNE1 SYT1 TLK2 TNRC6B TRIM9 UBE2Z URI1 VEZF1 XRN1 YPEL4 ZBTB7A ZFAND5 ZKSCAN1 AGGGCAG_MIR18A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AGGGCAG_MIR18A AGPAT4 AP3S2 ARID1A ARL4C ATF7 BAHD1 BCKDK BCL2L1 C12orf40 CALM3 CAMKV CBX7 CCDC88B CIT CITED2 CPLX2 CRCP CREB1 CSNK1D CSNK2A2 CTDP1 CYFIP2 DAG1 DCUN1D3 DLC1 DLEC1 E2F1 EIF4ENIF1 EMX1 ENC1 ENSA EPHB3 ESR1 ETV5 FAM53C FMR1 FSTL4 FURIN GATA2 GLP1R GOT2 GYS1 HIC2 HIRA HMGN5 HOMER2 HOXD4 IGF2BP1 IL17RB ITGB3 JPH4 KCNH3 KDM2A KHNYN KXD1 LHX6 LMX1A LRRC8A MAPK8IP3 MAPKBP1 MAPT MAT2A MBNL2 MXD4 NAA50 NDEL1 NF2 OGT PAK3 PAN3 PBRM1 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 PCSK6 PDP1 PFKFB4 PHC2 PIP4P1 PPP4R3A PRELID1 PSD PXN QKI RAD23B RAPH1 RASL10B RNF40 RPRD1B RUNX1 SEMA4G SERTAD2 SETD2 SETD7 SLC38A4 SLC8A2 SMPD3 SNX27 SRSF7 ST8SIA2 STAT3 STOML1 STRADA TACC1 TET2 TIMP2 TLN2 TMEM241 TRAF7 TRIB2 TRIM25 TTBK1 TTLL3 UBE2Z URGCP USB1 VDR WASF2 YWHAZ ZBTB4 ZC3H10 ZC3H12B ZCCHC14 ZFYVE1 ZFYVE27 ZNF644 AGGGCCA_MIR328 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AGGGCCA_MIR328 AFF2 AGPAT1 ARID4B ARID5A ARL4C ASAP1 ASB15 ATXN2L CADM4 CHST7 CSNK1G1 DDX11 DNMT3A DPH2 DPYSL3 DYNC1I1 EDARADD ENHO ESCO1 ESRRA ETV6 FAM133B FGD1 FOXO4 GPM6A GSTCD H2AX H4C4 HAP1 ITGA5 JADE2 KCNA7 LGR4 LRRC75A MAX MECP2 METTL16 NR3C1 NRIP1 NRP2 PAK6 PIM1 PLAG1 PLCB1 PNCK PRX PSME3 PTPN9 RBFOX1 RBM14 RPP14 RPS29 RSBN1L SCN2B SEPTIN3 SERTAD2 SHISA5 SIX4 SLC2A1 SLC39A5 SLITRK3 SNRK SOX11 SPECC1L ST20-AS1 ST3GAL3 SUGP1 TESK2 TTC38 TTYH3 UBE2Z UBFD1 ULK2 USP37 VSIG4 WDTC1 YWHAZ ZC3H12B ZNF423 ZNF704 AGGTGCA_MIR500 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AGGTGCA_MIR500 ABCC4 ABTB3 ADAMTSL3 ANKRD13A ATL1 B4GALNT3 CA10 CACNB1 CAMK4 CCDC106 CCDC6 CELSR3 CHRD CIT CREB1 CUX1 DCTN4 DDX3X DDX3Y DLG3 DRD1 E2F3 EGLN2 EPB41L1 ESRRG FBXW7 FIGN FNDC3B FOXG1 GABRB3 GPM6A HIPK1 HLF HNRNPA0 HSPA14 ING4 IVNS1ABP KBTBD2 KCNK10 KLF9 KPNA3 LBP LIN54 LRRC14 LRRTM3 MACIR MATR3 MYNN NALF2 NBEA NCOA1 NFAT5 NHP2 NRF1 OGT OSBPL10 PATZ1 PDS5B PDZD2 PHOX2B PLPPR4 PLXDC2 POFUT1 PPP2R5E PPP3CC PPP4R1 PRKCE PURB RAB14 RAB21 RAI2 RBMS1 RNF38 RNF40 RTN4RL1 SEC24C SHPRH SLC25A26 SLC4A7 SOCS2 SORCS1 SP8 SPEM2 SYT8 TBX2 THAP11 TIMM8A TNRC6B TP53INP2 TSHZ3 TSSK2 UBE2D3 WAPL YIPF6 ZNF236 ZNF711 ZRANB2 AGTCAGC_MIR345 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AGTCAGC_MIR345 ABCD3 ANXA11 ARL3 ARL8B ATP2B3 BIRC6 CACNB2 CDV3 CMIP CPEB2 DMC1 DYNC1LI2 E2F3 EPS8 FAM168B FAM76B FBXO33 FNBP1L GLS2 HACD2 IQCK KIF1B KLF9 LIMD2 LRRC15 LSM12 LSM14A NFIA NXPH1 OGA PAPOLA PCBP2 PFKFB2 PRPF3 PRRC2C PTGES3 RAB37 RAB5C RBMS3 RNF111 SCMH1 SLC25A12 SLC25A26 SMARCA1 SMS SOCS4 SPRED2 SRSF5 SSBP2 UBAP2 UBE2H UBFD1 UTP14C VAT1L ZBTB8A ZFAND3 ZFC3H1 ZMYM5 ZNF609 AGTCTAG_MIR151 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AGTCTAG_MIR151 BRINP3 CACNB4 CAMTA1 CRK DDX3X ERGIC2 HPCAL4 INPP5A KLF12 LSMEM2 NELL1 PAPOLB PDS5B RAN RBM5 RDH10 RHPN2 RNF115 RREB1 RTL9 SEPTIN11 SULF1 TWIST1 VDAC3 AGTCTTA_MIR499 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AGTCTTA_MIR499 ADAM10 AEBP2 AGO4 ARGLU1 ARHGAP12 ARID2 AZIN2 CELF2 CFL2 CHRFAM7A DDX1 DGCR8 EDAR EML4 ENPP2 ESRRG FAM131B FOXN2 FOXO4 H2AZ1 HIC2 HNRNPC IRF2BPL KIF3C KLHL42 KPNA3 LIN28B LRCH2 MAPK6 MARCKS MECP2 MPPED2 MYB MYEF2 NAV2 NOL4L NOVA1 PDCD4 PEDS1-UBE2V1 PLAG1 PPP3CA PTBP2 PTBP3 QKI RAB5C RALYL RCN2 REEP1 RIC8B RNF220 RNF44 RSBN1 RYBP SDC2 SEC11A SINHCAF SOX11 SOX5 SOX6 SPTSSB TESK2 TMED9 TOP1 TRAM1 UBE2E1 UBE2NL UBE2V1 UBE2V2 UBN1 VCPIP1 VGLL2 WTAP ZBTB10 ZEB2 ZNF518B ZNF655 ZNF711 AGTGCGT_MIR521 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AGTGCGT_MIR521 DNAJC5 HNRNPA2B1 HOXB6 NCDN NPAS4 TNRC6B AGTTCTC_MIR146A_MIR146B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AGTTCTC_MIR146A_MIR146B ARHGAP6 BCORL1 BIVM CASK CCDC117 CD79B CELF2 CFAP47 DLGAP1 DTNA EIF4G2 ELAVL1 HIC2 HIPK1 HMBOX1 HNRNPD IRAK1 IVNS1ABP JAZF1 KCTD15 KDM2B KLF7 LRRC15 MMP16 NOVA1 NPAS4 NRP2 NUMB OBSCN-AS1 PCDH1 PHF20L1 POLR3H PRX PSMD3 PTGFRN PTPRA RARB RNF31 RPS6KB2 RUNX1T1 SEC23IP SMAD4 SNX22 SP8 SRSF6 STC1 STRBP STX3 SYT1 THRB THUMPD3-AS1 TM6SF2 TRAF6 TUBA4B USP3 VASN ZFX ZNF512B ZNF532 ATAACCT_MIR154 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ATAACCT_MIR154 ADNP AQP9 ATP2B1 BRCA1 C6orf120 CADM2 CAMK2G CATSPER2 CHST9 CIC CNOT4 COPS2 CTDSPL2 CUL2 DOCK1 DYRK1A E2F5 EVA1A EVI5 FBXL16 FGFR1OP2 FNIP1 FOXN3 GNB1 GRM7 HDHD2 HMGA2 HNRNPA0 HNRNPH1 HNRNPR IL20 KAT7 KHNYN KPNA1 MAF MAP4 MARCHF7 MTUS1 OGT OSBPL8 PAPPA PCNA PHF20 PKNOX2 PLAGL2 PPM1E PPP1CC RAB5B RNF11 RNF19A SALL1 SCARA5 SOCS5 TCF12 TRIB2 UBE2A UBE2D2 UBE2D3 VPS4B WAC WNT5A ZFC3H1 ATAAGCT_MIR21 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ATAAGCT_MIR21 ACBD5 ADGRG2 AGO2 ALX1 AP1AR ARGLU1 ARHGAP24 ARID1A ASPN BAHD1 BNC2 BOLL BRD1 BTBD3 CASKIN1 CBX4 CCER1 CCL1 CDC25A CHD7 CNTFR CPEB3 CREBL2 CREBRF CRIM1 DAZL DNAJC16 EHD1 ELF2 EPHA4 FASLG FBXO11 FCHO2 FUBP1 GATAD2B GID4 GLCCI1 HNRNPK ING3 ITPRID2 JAG1 JPH1 KCNA3 KLHL42 KRIT1 LEMD3 MATN2 MBNL1 MIR137HG MPRIP MRPL9 MTAP NAA50 NF2 NFIB NTF3 OSR1 PAN3 PBRM1 PCBP1 PCBP2 PCDH17 PCSK6 PDCD4 PELI1 PER2 PHF14 PIK3R1 PITX2 PLAG1 PLEKHA1 PPARA PPP1R3A PPP3CA PSRC1 PURB RAB11A RASGRP1 RECK RHOB RMND5A RNF103 RNF111 RNFT1 RPS6KA3 SATB1 SCML2 SFSWAP SKI SMAD7 SOX2 SOX5 SOX6 SPRY1 SPRY2 SRSF3 STAG2 STAT3 STK40 TAGAP TGFBI TGFBR2 THRB TIMP3 TNRC6B TRAPPC8 TRPM7 UBE2D3 UBE4A UBR3 WWP1 XKR6 YAP1 YOD1 ZCCHC3 ZNF367 ZNF654 ZNF704 ATACCTC_MIR202 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ATACCTC_MIR202 ABHD13 ACVR2A ADAMTS3 ADAMTS9 ADCY9 ADIPOR2 AKAP13 ARID3B ARL5A ARMC8 ASAP2 ATG16L1 ATXN7L2 BCL7A BOLL BTG2 CACNA1E CALD1 CALU CAP1 CAPN15 CAPN6 CBL CCND1 CCND2 CEP164 CGN CHN2 COL15A1 COL19A1 CPEB2 CPEB3 CPEB4 CPED1 CREM CRTAP CSMD1 CSNK1G1 CTDSPL2 CYTH3 DCUN1D4 DICER1 DLC1 DNAJB11 DNAJB9 DPYSL3 DST DUSP1 DUSP9 EFNB3 EIF4EBP1 ELAVL3 EPHA3 EPS15 FAR2 FARP1 FBXL19 FBXO30 FOXN3 GABPA GAD1 GALNT1 GALNT2 GHR GRAMD2B GRHL2 GTPBP2 HAS2 HECTD2 HECW1 HIC2 HK2 HMGA2 HMGCS1 HNRNPC HOMER2 IKZF4 IL10 INO80D INPP5A IP6K2 KAT6A KBTBD8 KIAA0040 KIAA0930 KIF1B KIF2A KLHDC3 KPNA4 LAMA1 LAMP2 LBH LEPROTL1 LIMD1 LOXL4 LPGAT1 LRRN3 LUC7L3 MANEAL MED13L MED6 MIER2 MMD MMGT1 MMP11 MNT MOB4 MTMR12 MVB12B MYCN MYRIP NAA15 NAA40 NAP1L1 NDST3 NEK7 NID2 NRK NSD3 PCDH19 PGAP1 PIK3IP1 PNP PPARGC1A PPARGC1B PURG RAB11FIP2 RAB8B RB1 RBFOX1 RBFOX2 RFLNB RGS16 RHOT1 RNF13 RNF139 RNF165 RORC SCYL3 SEC24C SENP2 SERTAD2 SHANK2 SIMC1 SLC16A10 SLC25A4 SLC30A4 SLC37A4 SLC38A9 SLC9A9 SMAP1 SNX27 SNX5 SOX11 SREK1IP1 SRGAP3 STAB2 STARD13 STARD3NL SYT1 TAB2 TAF5 TBKBP1 TECPR2 TMC7 TNRC6B TRIB1 TSPAN2 UBE2W VANGL2 XKR4 XRN1 YPEL2 ZBTB10 ZC3H11A ZKSCAN2 ZNF644 ZSWIM4 ATACTGT_MIR144 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ATACTGT_MIR144 ACBD3 ACSL4 AFF4 AGRN AHCY ALDH1A3 ALS2 ANK2 ANTXR2 APPBP2 ARFGEF1 ARID1A ARID2 ARID5B ARRDC3 ATP2B1 ATP2B2 ATP5MC2 ATXN1 BACH2 BCLAF3 BEX3 BICRAL BRPF1 C19orf73 CACHD1 CALCRL CAPZA1 CAV2 CBX1 CBX4 CC2D2B CCDC88A CCNE2 CCNK CCT2 CD28 CDH11 CDH2 CDK19 CELF2 CHTOP CLK1 CPEB2 CPEB3 CREBRF CXCL12 DGCR2 DLG5 DMD E2F8 EDAR EIF4G2 EIF5 ELL2 EPB41 ESRRG ETS1 FAM193B FAM76B FBXL3 FBXO32 FBXW11 FMN2 FMR1 FNDC3A FOSB FOXG1 FOXO1 GATA3 GCNT2 GDF10 GLCCI1 GSPT1 HAT1 HDHD2 HNRNPF HNRNPU HOXA10 HSF2 HYCC2 IDH2 IGIP ITSN2 JPH1 KAT6A KBTBD8 KIAA0232 KPNA1 LGR4 LHX2 LIFR LSM14A MAP7D1 MAPK6 MARCKS MED14 MEIS1 MEIS2 MSI1 MSX1 MTPN MYO1E MYT1 NAA15 NAV3 NCOA7 NEDD4 NFE2L2 NIN NKAPD1 NR2F2 NR3C1 NRP2 PABPN1 PAFAH1B1 PANK1 PAPPA PAX3 PCDH18 PDE4D PDE7B PFKFB2 PHTF2 PIM1 PKNOX1 PLAG1 PNRC1 PPARA PPP1R16B PPP3R1 PTGFRN PTHLH PTP4A1 PTPN9 PUM1 PURA QKI RARB RBM12 RFX4 RGS16 RHOBTB1 RIC8B RIN2 RNF111 RPGRIP1L SEMA6A SEMA6D SENP7 SFRP1 SIN3A SINHCAF SLC12A2 SLC23A2 SLC7A11 SLITRK4 SMARCA1 SMPD3 SNAP91 SOBP SON SORCS3 SP4 SREK1 SRSF10 SS18 ST18 ST6GALNAC3 STAG1 STARD8 SUCLA2 TBL1XR1 TBX1 TFAP4 TFRC TRIB1 TRIO TTN UBE2D2 UBE2D3 UBE4A UBR3 UNC45A USP42 VKORC1L1 WDFY3 WIF1 WTAP ZBTB18 ZCCHC2 ZDHHC17 ZEB2 ZFX ZIC4 ZNF207 ZNF777 ZNF800 ATAGGAA_MIR202 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ATAGGAA_MIR202 ACSL3 ACTN1 ACVR1 ANKRD13A ANP32E APPBP2 ARSB ASAP1 ATP2B4 ATXN1 BAG4 BCL11A BCL2 BICD2 BTG1 CBL CCDC88A CD28 CNN3 CNOT6 CPEB3 CREBBP CTBP2 DDX3X DNAJC10 EAF1 EI24 EIF4E3 ELF1 ENAH ERBIN ESR1 ESRP2 FAM76B GID8 GPBP1L1 GRIA3 HLF HOXB2 IQGAP1 KHDRBS2 KIAA0408 KLF12 KMT2A KRAS LBR LDLRAD3 LEMD3 LHFPL3 LNPK LUZP1 MAPK6 MARCKS MED1 MED13L MEX3B MIB1 MSL2 NAA15 NDRG1 NR2F2 PCGF2 PGAP1 PLEKHA1 PPP5C PRMT8 PTEN RAB22A RAD52 RASA1 RNF11 RNF121 ROBO2 RPS6KA3 SCN2B SENP1 SFPQ SINHCAF SMG7 SNAP91 SNX16 SORCS1 SPRED1 SSBP2 STAT3 STOX2 SUCO TARDBP TCF12 TENT5C TGFBR2 TRIM33 TTC13 TYW5 UBE2K USP15 USP8 VANGL2 YAF2 ZFAND3 ZNF362 ZNF652 ATATGCA_MIR448 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ATATGCA_MIR448 ADAM10 ADD1 AFF2 AGAP1 AHR AMMECR1 ANK2 APBB2 APPBP2 ARID2 ARMC8 ATOSA ATP11A ATXN3 AUTS2 AZI2 AZIN1 BACH2 BCL11A BCL2 BICD2 BMAL1 BMT2 BNC2 BPNT2 BRD1 BRINP1 BTG3 CACNA1C CAP1 CASP4 CDK19 CEP97 CLCN5 CLK1 CNTN4 COLEC12 CPEB2 CRY1 CXCL12 DACT1 DAGLA DAPK1 DCAF5 DLGAP4 DNAJB11 DNM3 DOC2A DOCK9 DPP4 DTNA DYNLT3 DYRK2 E2F3 ELF2 ELL2 EPHA4 EPHB2 ETV1 FAM210B FAM76B FBXL17 FBXO28 FBXO33 FBXW11 FHIP2A FMR1 FOXJ3 GABRB3 GAN GDF6 GLCE GNAI1 GPHN GPM6A GRIK2 HECTD2 HECW2 HNRNPA2B1 HOXA11 IGF1R ILRUN ING3 IRS2 KANK4 KBTBD12 KCNB1 KCNH7 KCNMB2 KCTD15 KCTD9 KLF13 KLF5 KLHL5 KPNA3 KRAS LGSN LRRC57 LYST MAF MAP2K6 MBNL2 MED13L MEF2C MPC1 MPPED2 MTDH MYH3 NAV1 NBEA NCOA2 NHS NLGN1 NRIP1 NTF3 OTX2 PAPPA PCDH8 PCDH9 PCDHGA1 PCDHGA10 PCDHGA11 PCDHGA12 PCDHGA2 PCDHGA3 PCDHGA4 PCDHGA5 PCDHGA6 PCDHGA7 PCDHGA8 PCDHGA9 PCDHGB1 PCDHGB2 PCDHGB3 PCDHGB4 PCDHGB5 PCDHGB6 PCDHGB7 PCDHGC3 PCDHGC4 PCDHGC5 PDP1 PDS5A PELI1 PFN2 PHF3 PIP4P2 PLEKHA6 PRKAB2 PRKAR2B PTBP1 PURA RAB11FIP2 RAB21 RAB2B RAB7A RANBP2 RAP2C RAVER2 RBM26 RICTOR RNF182 RNF19A RNGTT RORB RSRP1 SBNO2 SCN5A SERBP1 SERTAD2 SF3B1 SH3GL2 SH3KBP1 SIRT1 SLC7A11 SMURF1 SOCS5 SOX11 SP3 SRSF10 SS18 STIMATE STK4 STT3A SYN2 TBX3 TCEAL1 TMSB4X TMSB4XP8 TOPORS TOR1AIP1 TPP2 TRAPPC10 TSEN15 UBE2W UBE2Z UBL3 UNC5A USP6 VASH2 VEZF1 VLDLR WDFY3 WRNIP1 WTAP WWP1 XYLT2 YTHDF3 ZCCHC2 ZFHX4 ZNF711 ATCATGA_MIR433 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ATCATGA_MIR433 ABCB9 ACE ANKRD12 AP3B1 ARL8B ARRDC4 AZIN1 B4GALT3 BPTF BRWD1 CCAR1 CCDC138 CDK17 CENPJ CEP135 CEP170 CHMP5 CLINT1 CLIP1 CLYBL CNIH1 CNOT6 CSMD3 CYCS DLEC1 DNAJC5 E2F3 EPC2 EPHA7 EPN2 FAM91A1 FBXO22 FBXO48 FGF7 FGF7P3 FGF7P6 FOXN3 GABPB2 GALNT1 GATA3 GCLC GRB2 HERC4 HIF1A HIVEP1 HNRNPR HOXA1 HOXA5 HP1BP3 INTS2 JAK2 KCNIP2 KCNMA1 KIF16B LAMC1 MARK3 MIER1 MMD MROH7 MSL2 MXI1 NFIB NMT2 NUP35 PAK4 PARL PCCB PCDH11X PCDH11Y PDZRN3 PHF20L1 PI4KAP2 PLAGL2 PPARGC1A PPM1A PRPF38B PTPRT RAD9A RAP1A RSBN1 RSRP1 SCAMP1 SFRP2 SLA SLC17A5 SLC25A3 SMG5 SRP54 SRSF3 STK38 STMN4 STYX TBC1D19 TBC1D25 TDRD5 TENT4B TIA1 TMEM33 TNRC6B TOP1 TRIP12 TTC13 TTN UBE2D2 UBR1 UBR5 UST VKORC1L1 WDR20 WDR45B WTAP YTHDF3 ZC3H6 ZMIZ1 ATCTTGC_MIR31 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ATCTTGC_MIR31 ABCB9 ADAM28 ADNP AMD1 ARID4A ATP8B5P BACH2 BAZ1B BEST1 C1QL3 CADPS CAMK1D CEP350 CPSF6 CTDSPL2 CXCL12 DAAM1 DCBLD2 DESI2 DIP2C EED EVC FAM120A FGF7P6 FNDC5 FZD3 G3BP2 GATAD2B GRM7 HERPUD2 HHIPL2 IGSF11 IGSF22 IL34 JMJD8 MIDEAS MPRIP NEXMIF NNAT NUMB PAFAH1B1 PLCB1 PPP2R2A PPP4R3A PTPRE RAB37 RBM14 RHOA RSBN1 SEMA3F SET SETD3 SLC17A6 SLC26A2 SLC35A3 SLITRK4 SLTM SNX22 SPRED1 SPTSSA SRSF1 STRN3 TACC1 TM9SF3 TMEM132E TMEM243 TMEM248 TMEM35A TULP4 UBE2E1 UHMK1 UHRF2 VGLL3 WAC YY1 ZFAND6 ZFP36L1 ATGAAGG_MIR205 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ATGAAGG_MIR205 ABHD17B ACACA ACOT7 ACSL1 ACTB ADAMTS9 ADAT1 AMOT AP1G1 ATP7A B4GALT6 BCL2 BPTF BTBD3 C12orf29 CALU CAMSAP2 CANX CCDC93 CCNJ CDC42BPB CDH11 CDK19 CEP192 CHN1 CLDN11 CLTC CNIH1 CPEB2 CUEDC2 DALRD3 DDX11 DDX5 DDX6 DGCR8 DLG2 DMXL1 DMXL2 DOK4 DSC1 E2F1 EPB41 ERBB3 ERRFI1 ESRRG ETF1 FAM104A FBXO24 FRK GANAB GPATCH4 GPM6A GTF3C2 HERC3 HERC4 HS3ST1 HSD17B11 INHBA INPPL1 IPO7 IVNS1ABP JPH4 KHNYN KIF1B KLF12 LAMC1 LHFPL2 LIMK1 LIMS2 LIN9 LPAR1 LPCAT1 LRATD2 LRP1 LRRC37A6P LRRK2 MAGI1 MARCKS MED1 MFSD14B MGRN1 MID1IP1 MKNK1 MMD MSL2 MTMR4 NAA25 NACC2 NALF2 NDUFA4 NECAP1 NFAT5 NHS PAFAH1B1 PAPLN PDE3B PHC2 PHYHIPL PJA2 PLAGL2 PLCB1 PPP4R3A PRKCE PTGES2 PTPRM QKI RBM47 RBPMS2 RPS6KA3 RTN3 RUNX2 SATB2 SBF2 SCMH1 SEH1L SEL1L SELENOT SEMA4C SEPTIN11 SEPTIN3 SEPTIN4 SEPTIN5 SGMS1 SIAH1 SLTM SMG7 SNX27 SORBS1 SP4 SPEF1 SQLE SRSF10 SRSF5 ST6GALNAC3 TBL1XR1 TEAD1 TM9SF3 TMEM260 TP53INP1 TRAK2 TRIM35 TRPM2 TRPS1 TSC22D1 UBE2G1 UBE2N VASN VEGFA VEZF1 VPS54 WDR48 WWC2 YES1 ZCCHC14 ZNF536 ZNF609 ZNF800 ATGCACG_MIR517B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ATGCACG_MIR517B ADNP2 CABP7 CAMK2G CERS1 DGKH ERC2 IRF2BPL LEMD3 MEIS2 MORF4L1 MORF4L2 NR4A3 NRXN1 PHF20 PRDM8 SRSF1 SRSF10 TBX15 TOGARAM1 ZEB2 ATGCAGT_MIR217 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ATGCAGT_MIR217 ACVR2A ADAMTS5 ADGRB3 APPBP2 ARMH4 ATP11C ATP1B1 ATP6V1A BCL11A C18orf25 CAPN3 CHN2 CUL5 DACH1 DLGAP2 DMRT2 DYNC1LI2 DYRK1A EHMT1 EIF4A2 ELOVL4 EP400P1 ESCO1 EZH2 FAF2 FBN2 FBXO11 FBXW11 FN1 FNDC3B GATAD2B GDI2 GPM6A GREB1L GRIK2 HIVEP3 HNRNPA2B1 HNRNPUL1 IVNS1ABP KCNA3 KCNH5 KCTD9 KIAA2026 KLF12 KRAS LINC00052 LRRC37A11P LRRC37A6P LUC7L3 MAF MAMDC2 MAPK1 MAPK8IP1 MIER3 MIOS MSN MTPN MYEF2 NDEL1 NEUROD1 NFIA NIPBL NOVA1 NR4A2 OGT PALM2AKAP2 PAQR3 PCDH17 PCNA PDS5B POLG PPM1D PSMF1 RAP2C RBFOX1 RBM38 RBM39 RBSN RICTOR RIN2 RTF1 SENP5 SENP7 SEPTIN4 SIRT1 SLC31A1 SLC38A2 SLC39A10 SLITRK3 SOX11 SPOPL ST18 STAG2 STAT5B STRBP STT3A STX1A STX6 TACC1 TACC2 TAF1D TBC1D15 TLK2 TM9SF3 TMSB4X TMTC4 UBL3 VAT1L WAPL YAF2 YTHDC1 YWHAG ZCCHC2 ZNF711 ATGCTGC_MIR103_MIR107 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ATGCTGC_MIR103_MIR107 ADAMTSL3 ADGRB1 ADGRL3 AFF2 AFF4 AGFG1 AGO1 AGO4 AK2 AMMECR1 ANK1 ANO3 ARID5A ARMC1 ARMC8 ATL2 AXIN2 BACH2 BAZ2A BCL11A BCLAF3 BDNF BLMH BSDC1 BTG2 BTRC C1QL3 CAB39 CACNA2D1 CAMKV CAPZA2 CARM1 CC2D1B CDK14 CDK5R1 CDK6 CELSR2 CFL1 CHRD CHRM1 CHST11 CLASRP CNTNAP1 CPEB3 CRELD1 CSNK1G2 DCBLD2 DCUN1D4 DICER1 DLG4 DLL1 DNM1P46 DSEL DYNC1LI2 EIF4B EIF5 EPHA7 ERC2 EVA1A FAF2 FAM117B FAM171A1 FAM81A FBXO43 FBXW7 FCHSD1 FGF2 FLOT2 FNBP1L FOXJ2 FRMD4A FURIN GABRG2 GLUD1 GLUD2 GPATCH8 GPC6 GPCPD1 GREB1L GTPBP2 HACD2 HAPSTR1 HERC2 HIC2 HLF HMGA1 HTR4 ITGA2 JAKMIP2 KIF21A KIF23 KIF3B KIF5A KPNA1 LATS2 LCOR LRP1 LRP1B LRRC55 LRRN3 MARCHF3 MBNL1 MED26 MEF2D MIB1 MMP19 MROH7 MTMR4 MTSS1 MYB N4BP1 NDEL1 NEDD9 NEXMIF NF1 NFAT5 NFIA NKTR NOVA1 NR2C2 NRIP3 NRP2 NSG1 OGT OTUD4 PACSIN1 PALM2AKAP2 PCGF5 PCNX2 PDCD10 PDE4B PHF20 PHF20L1 PHYHIPL PIEZO1 PIK3R1 PITPNA PLAG1 PNN PPIP5K2 PPP6C PPP6R2 PRMT8 PSD3 PURB RAB10 RAB11FIP2 RAB1B RAD51C RAI14 RAP2C RASL12 RASSF5 RBCK1 RBM24 RET RGS4 RNF125 RNF38 RSBN1 RSPO3 RUNX1T1 RYBP SATB2 SEPTIN6 SH3BP5 SIK2 SIPA1L2 SIX4 SLC26A10P SLC8A2 SLITRK1 SNRK SNTB2 SOWAHC SPATS2L SRGAP1 ST8SIA3 SUFU SUN2 SYNDIG1 SYNJ1 SYT6 TAF5 TBKBP1 TBL1XR1 TGFBR3 TGIF2 TLE4 TMEM121B TNRC6B TPD52 TRAM1 TSPAN5 TWF1 UBAP2 UBE2O UBFD1 UBR3 UNC5A USP42 WASHC4 WFDC2 WNT3A YWHAH ZBTB10 ZBTB39 ZC3H12B ZC3H7B ZCCHC2 ZFPM2 ZHX1 ZHX3 ZIC1 ZMYM2 ZNF711 ZNRF2 ATGCTGG_MIR338 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ATGCTGG_MIR338 ABCA12 ACTR2 ACVR1 ADAM17 AMFR AP4E1 ARGLU1 ARHGEF10L ARNT ATG9A ATP2B1 BCL9 BNIP5 CBFB CC2D2B CCL21 CCND1 CCNT2 CHTOP CLASP2 CNP CPEB3 DMRT2 DUOX1 DYRK2 EIF4E3 ESYT2 ETS1 FAM120A FBXO33 FBXW7 FGF9 FKBP1A FRY GABPB2 GGA1 GLS2 GREB1L HMOX2 KCND2 KCNMA1 LARP4 LINS1 MACROD2 MAF MAFB MAP3K3 MAP4K3 MORF4L1 MORF4L2 MSL2 MTG1 MYCBP2 MYCN N4BP2L1 NDUFAF5 NHS NOVA1 NRL NRP1 NUFIP2 PLD3 PPP4R1 PVALB RBM45 RGS7BP RPS19 RUNX2 SEC31B SECISBP2L SEMA6A SEMA6D SEPTIN4 SETD2 SGTB SKIDA1 SLC9A9 SLK SLMAP SMTN SP6 SPTSSB SRGAP3 SRSF2 SRSF8 SUGP1 SYN2 SYT8 TANC1 TAS1R1 TBC1D15 TBC1D8 TMEM255A TNRC6B TRAF7 TRIM33 TSR1 UBE2Q1 UNC45A UNC45B VAMP2 VASP WSB1 YBX3 ZBTB10 ZBTB18 ZBTB39 ZC3H7A ZDHHC18 ZDHHC21 ZFHX4 ZNF335 ZNF579 ZNF607 ATGTACA_MIR493 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ATGTACA_MIR493 AAR2 ABTB2 ACAP2 ADAM10 ADCY1 ADGRL3 AFF3 AGO1 AHDC1 AK5 ANKRD17 ANKRD28 ANKRD34B ANKRD50 ANO4 ANTXR1 AP3S1 APLP2 AR ARFGEF1 ARHGAP44 ARHGAP5 ARID1A ARID1B ATAD2 ATP2A2 ATP5F1A AXIN1 BASP1 BAZ1B BAZ2A BCL2 BCL7A BCOR BHLHE22 BHLHE41 BMERB1 BRD7 BTAF1 BTG1 CAPN3 CARM1 CCNT2 CDC14A CDC73 CDH11 CDH13 CDH2 CELF2 CHKB CHSY3 CITED2 CLASP1 CLPX CLRN1 CNOT6 COBLL1 CPNE8 CREBBP CSNK1A1 CSNK1A1L CTDSPL CTNND1 CTNND2 CUL5 DAB2IP DACH1 DCUN1D1 DDX3X DGKI DHX36 DIP2C DKK2 DLG2 DLL1 DNAJC13 DNAJC21 DOCK9 DUSP16 E2F6 EFL1 EFNA3 EIF4ENIF1 ENAH EPHA7 ERC2 ESRRG ETF1 EYA1 FAM120A FAM76B FAM91A1 FAT1 FBRS FBXO33 FGF13 FHOD3 FIGN FMNL2 FNIP1 FOXO1 FZD4 GAB1 GABRA1 GABRA5 GABRG2 GAD1 GBF1 GIT1 GNB1 GOLM2 GPC4 GRM5 GSKIP GTF2IRD1 HEMGN HERPUD2 HIC2 HIPK1 HIVEP2 HMGCS1 HNRNPA0 HS3ST3B1 IL1A INTS8 IRF2 IRF7 IRX3 ITGB1 ITSN2 JPH1 JUN KBTBD2 KCNIP4 KCNMA1 KDM5B KDM6A KIAA2026 KIF1B KLF3 KPNA4 LARP4 LCA5 LPCAT1 LRIG1 LRP12 LRRTM3 LSM14A MADD MAML3 MAP1B MAPK1 MARK1 MAST1 MBD5 MBNL2 MCL1 MED13 MED13L MED17 MED26 MEF2C MFSD6 MLLT10 MTDH MTPN NAB1 NADK NAV2 NBEA NCAPH NCOA1 NDST1 NLGN1 NLGN3 NMT1 NRXN3 NUDT4 NXPH1 OSBPL6 OTUB1 OVOL1 PAIP1 PBX3 PCDH18 PCDH19 PCGF2 PDE4D PDGFC PDPK1 PDS5A PDZRN3 PFN2 PGRMC2 PHAF1 PHF12 PHF2 PHF20L1 PIAS1 PIK3R1 PIKFYVE PLPPR5 PMP22 POU4F1 PPP1R10 PPP2R2C PPP2R5C PPP2R5D PPP3CB PPTC7 PREX1 PRPF38B PSD2 PTPN12 PUM2 RALGPS1 RASAL2 RASL11B RBBP6 RBM12 REEP1 RHOT1 RIMS3 RNF38 RPE RPS6KA5 RSBN1 RYBP SALL1 SAT1 SDC2 SEL1L SELENOS SEMA4C SERTAD2 SH2B3 SH2D3C SIN3A SIPA1L2 SIPA1L3 SLC22A23 SLC25A26 SMC6 SMG1 SNAI1 SNRNP70 SNX9 SORCS3 SOX21 SP3 SP4 SPAG8 SPEN SPIRE2 SPRED2 SPRYD3 SRPK2 SRPX SRSF11 SRSF3 SS18 SSH2 SV2B SVIL SYNE1 TAB3 TAOK3 TBC1D4 TBK1 TBL1XR1 TJP1 TLE4 TM2D3 TM9SF3 TMEFF1 TMEM106B TMTC1 TNFSF11 TNRC6B TRAM2 TRIR TRPS1 TTC7B TTN UBE2G1 UBE2Q1 UBE2Q2 UBE2V2 UBE3A UNC50 UNC5A USP21 USP32 USP6 VAMP2 VGLL4 VPS13D WDFY3 WNT5A XPO7 ZBTB11 ZDHHC17 ZFAND5 ZFC3H1 ZFX ZIC1 ZIC2 ZMIZ1 ZMYND19 ZNF362 ZNF385B ZNF532 ZNF706 ZNF711 ZNF800 ZNF804A ATGTAGC_MIR221_MIR222 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ATGTAGC_MIR221_MIR222 ACACA ADAM11 AGFG1 AMMECR1 ANGPTL2 ANKHD1 ARF4 ARID1A ARNT ASB7 ATOSA ATP1A1 ATXN1 AXIN2 BICDL1 BMF C3orf70 CASZ1 CBFB CD4 CDK19 CDKN1B CDKN1C CDV3 CLVS2 CPNE8 CREBZF CTCF DACH1 DCAF12 DCUN1D1 DMRT3 DNAJC14 DYRK1A EIF3J EIF4E3 EIF5A2 ESR1 ETS1 ETS2 FAM13A FAT2 FERMT2 FMR1 FNDC3A FOS FOXN2 GNAI2 HECTD2 HIPK1 HMGCLL1 HOXC10 IGF2BP2 INA INSIG1 IRF2 IRX5 KANSL1 KHDRBS2 KIF16B KLC1 KMT2A KSR1 LIFR LRFN2 MAP3K10 MAPK10 MEIS1 MIDN MIER3 MSL2 MYLIP MYO10 NAA25 NAP1L5 NLK NOVA1 NRK NSMCE4A NTF3 OGT OSBPL7 PAIP1 PAIP2 PAK1 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 PDCD10 PHF2 PKDCC PLPPR1 POGZ PPARGC1A PPP3R1 PPP6C PTGR3 PURA QKI RAB1A RALA RALGAPA1 RBM24 RIMS3 RSBN1L SBK1 SEMA6D SHANK2 SHTN1 SLC25A37 SNCB SUN2 SYBU TCF12 TIMP3 TLNRD1 TMCC1 TOX TRPS1 UBE2J1 VAPB VASH1 VEZF1 VGLL4 YWHAG ZEB2 ZFPM2 ZNF385A ATGTCAC_MIR489 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ATGTCAC_MIR489 ADAMTS13 ADAMTS5 ARHGAP36 ARHGEF5 ARID5A ASXL2 ATP2A3 ATP2B3 ATRX BAALC BACH2 BCL11A BCL11B BMP7 BPTF BRSK2 BTG1 CCDC178 CCP110 CELF1 CLOCK CXXC5 DCX DDX3X DDX3Y EIF4A1 EMC7 FAF1 FAM76B FBN1 FBXL19-AS1 FYTTD1 GPD1 HUNK IGF2 IPO5 ITGB8 JADE2 LIN7C LRRC75A MAP7D2 MBD6 MDM1 NCOA1 NDUFV2 NFXL1 NHS NLK NOVA1 NR4A3 NRG1 NSD1 NTRK3 OPN3 OXR1 PARP12 PCDH10 PDE4D POU3F2 PPP1CB PRSS23 PTGR3 PURG RARB RBBP6 RBM12 RERE RIOK3 RSU1 RTRAF SCN3A SGK1 SMAD3 SNX3 SOX12 SOX30 SP4 SRGAP2 ST8SIA2 STC2 THADA TRIB2 TSC22D2 TTN UBXN4 UNC5D WASHC4 WNT5A XPO1 ATGTTAA_MIR302C https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ATGTTAA_MIR302C ABR ACACA ACBD3 ACVR1 ADCY1 ADD3 ADGRL3 AMMECR1 ANKRD12 ARID1B ARL4A ASF1A ATP10A ATP2C1 ATP6V1A ATP6V1B2 AZIN1 B3GNT5 B4GALT5 BCL11A BHLHE40 BMP2 BTAF1 BTBD3 C18orf25 C1QTNF7 CADM2 CAND1 CBLN2 CCNT2 CDK19 CGGBP1 CHD6 CMSS1 CPEB2 CREB5 CREBZF CREM CSMD3 CSNK1D CTNND2 CYFIP2 CYRIA DAAM1 DACH1 DAZAP1 DCAF7 DDX3X DDX3Y DLEU7 DLX1 DMRT2 DNAJB6 EDNRB EHD3 EIF3J EIF4A2 EPC2 FAM117A FAM120A FBXL3 FBXO21 FBXO33 FCHO2 FGFR2 FKBP4 FMN2 FMR1 FOXA1 FOXG1 FOXP1 FXR1 FZD4 GABPA GABRA2 GABRB3 GAD1 GAPVD1 GARRE1 GGNBP2 GID4 GOLPH3 GPC4 GPHN GPRASP2 H3-3B H3-5 HBEGF HDHD2 HNRNPA2B1 HNRNPH1 HORMAD1 HOXA13 HOXB3 IL13RA1 IMMT INTS2 IRS2 KANSL2 KCTD8 KHDRBS2 KHDRBS3 KIF4A KLHDC10 KLHL24 KMT2E LATS1 LCA5 LIFR LRATD2 LRCH2 LRRTM4 LUC7L3 MAF MAGI1 MAK MAPRE1 MATR3 MBNL1 MED13 MEIS2 METAP1 MIDEAS MINDY3 MRFAP1 MTMR6 MYO1B MYT1 NEUROG2 NFAT5 NFIX NFYB NHSL2 NPY2R NR3C2 NRIP1 NRP2 NUMB NUP153 OSM OTX2 PAK5 PANK3 PARP1 PCBP1 PCDH9 PCF11 PCSK6 PDE4D PDS5A PHACTR2 PHF14 PHF20L1 PLEKHA5 PLPPR5 POU3F2 PPA2 PPARA PPARGC1A PPP1R12A PPP2R2C PPP2R5E PPP3R1 PPP5C PTP4A2 PTPN3 PTPRE R3HCC1L RAB14 RAB7A RAI1 RAP1B RBM39 RHEB RNF11 RNF13 RNF138 RNF6 RTL4 SALL3 SAMD8 SBF2 SENP6 SF3B1 SH3D19 SIPA1L2 SIRT1 SLC30A8 SLC35A1 SMAD4 SNAP91 SNX25 SON SOX11 SOX3 SP4 SPCS2 SPOP SPPL2A SPRY1 SPTY2D1 SRSF2 SRSF5 SSX2IP ST6GALNAC3 STRN SUV39H2 TBL1X TBR1 TEAD1 TLL1 TMEM243 TMEM33 TNFSF11 TNRC6B TOB1 TPD52 TTC7B UBA2 UBB UBE2V2 UBQLN1 UBR3 UNC5D USP1 USP15 USP33 VCPIP1 VEZF1 VEZT VPS8 WDTC1 WNT3 YY1 ZBTB18 ZBTB4 ZCCHC24 ZFP36L1 ZFPM2 ZIC3 ZMIZ1 ZMYND19 ZNF319 ATGTTTC_MIR494 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ATGTTTC_MIR494 ACACA ADAM10 ADAMTS6 ADAMTSL3 AGO3 AGO4 ANKHD1 ANKRD50 ANKS1B API5 ARHGAP5 ARHGEF12 ARHGEF17 ARID4B ARNT ATF3 ATP10A ATRX BEND4 BHLHE40 BMAL1 BMPR2 C5orf24 CACNA1C CAMK2D CANX CCND2 CDK12 CELF2 CERS6 CGGBP1 CHD9 CKS1B CLK1 CLTA CNIH1 CUL4A CYSTM1 DBN1 DCBLD2 DENND6A DMD DMWD DNAJA2 DPYSL3 DSCAML1 EBF3 EGR3 EIF1B EIF5 EIF5A2 ELF2 ELOVL3 ELOVL5 ELP1 FBXO11 FGFR2 FOXJ2 FOXJ3 FUT8 GABRA5 GALNT7 GPRC6A GRIK2 H3-3A H3-3B H3-5 HAPSTR1 HAS2 HMGCS1 HOXB5 HTRA1 IGF2BP1 ING3 IRF2BPL JAKMIP2 JUND KMT2A LANCL2 LCOR LIF LMO1 LMX1A LRP1B LRRC19 LUC7L3 MBD5 MMD MORF4L2 MYLIP MYLK4 NAALADL2 NADK NBEA NEUROD1 NEXMIF NF2 NHLH2 NOVA1 NSG2 NUTF2 OGT OSBPL6 PCOLCE PCSK1 PHF8 PHOX2B PITX2 POU3F2 PPARGC1A PPP1R21 PRICKLE2 PRPF4B PRRG1 PRTG PTER PTPN12 PURB RAP1B RB1CC1 RBM39 RBM4B RNF20 SETD7 SFSWAP SGMS1 SHTN1 SIPA1L3 SLC25A16 SLC26A3 SLITRK2 SMARCE1 SON SP4 SRSF7 SSX2IP STAC2 SYNE2 SZRD1 SZT2 TAC1 TACC1 TACC2 TGIF1 TLNRD1 TMED2 TMEM255A TRPS1 UBE2K UBFD1 UBP1 UNC45A VPS26B WAPL WDR44 WWC2 YTHDF2 ZC3H12B ZIC2 ZNF207 ZNF281 ZNRF2 ZRANB3 ZZZ3 ATTACAT_MIR3803P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ATTACAT_MIR3803P ADAMTS19 ADAT2 APAF1 APP ARGLU1 ARPC5 ATP11C ATXN2L B4GALT5 BCOR BCORP1 BDNF BIRC6 BMI1 BMT2 BOLA2 BRINP3 C6orf141 CALML4 CDIN1 CHMP2B CNOT4 CPEB4 CSTF3 CUL5 DYRK1A EIF4E EIF4G2 EP300 EPB41L1 EPC2 FAM167A FGF12 FIGN FLRT2 FNDC3A GID4 HERC4 HERC6 HIVEP2 HMGB3 HTR7 IL1RAPL1 IRF2 ITGAV KBTBD2 KCNK10 KDM6A KITLG KLHL2 KLHL4 LARP4 LCOR LIN28B LRRTM3 LTN1 LUC7L2 LYPLA1 MBNL1 MEF2C MLLT3 NAMPT NR4A3 NRXN1 PAX8 PCDH19 PDE6D PGM2L1 PHTF2 PPP1R8 PRKCB PROK2 PTER RAB21 RANBP9 RBFOX1 RBM26 RC3H1 SLC25A31 SLC6A15 SNAP25 SNX2 SP4 STAG2 STC1 STYX TBL1XR1 TPPP TRIM36 TRPS1 TUT4 UBE2A UBR3 USP49 UTY WDR26 YTHDF3 ZBTB20 ZFPM2 ZNF207 ZNF423 ZNF800 ATTCTTT_MIR186 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ATTCTTT_MIR186 ABRAXAS1 ACSL4 ADGRL2 AHCYL1 AMOT APLP2 ARGLU1 BACH2 BAZ2B BCAR3 BCL11B BCL9 BRINP2 BTBD3 BTF3 BUB3 C5orf24 CABS1 CACNB3 CADM2 CALB1 CAPZA1 CAST CCNT2 CD200R1 CDC42 CDC5L CELF1 CEP192 CLDN1 CLK4 CNTNAP1 CNTNAP2 COL3A1 COP1 CPEB2 CPEB3 CPEB4 CRAMP1 CRK CSDE1 CSNK2A1 CTSB CXCL13 CXXC5 DDX3X DDX3Y DLC1 DLG5 DNM3 DOK6 DPH2 DPP9 EED EFEMP1 EIF2S2 EIF3A EIF4E EIF4E3 ELAPOR2 ENC1 EP300 EPC2 EPHB1 EPN2 EXT2 FAM104A FAM193B FAM217B FAR1 FBXO33 FICD FNDC3A FNDC3B FOXD1 FRMD4A G3BP2 GABPB2 GABRA4 GARRE1 GNAZ GPR85 GRIN3A GTDC1 HNMT HNRNPU HOOK3 HOXA9 HOXB8 HYOU1 ICMT IGF2BP2 IGSF11 IL2 INSM1 INTS2 ITGA6 JAG1 JPH1 JPH3 KCND2 KCNMA1 KMT5A LIN28A LMBR1 LRBA LRCH2 LRRN1 MAP2 MAP3K2 MAP4 MAPK1 MAPKAP1 MBNL1 MBNL2 MCFD2 MEX3B MIER1 MITF MORC2 MOSMO MOSPD1 MRPL3 MTPN MYT1 MYT1L NAA15 NASP NCOA2 NECAB1 NEGR1 NFAT5 NME7 NR3C2 NR4A2 NR5A2 NUS1 NXPH1 OSBPL8 OSGIN2 OTUD4 OTX1 OXSR1 P2RX7 PABPC1 PABPC3 PAK5 PAN3 PAPPA PARG PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 PDCD10 PDGFC PDS5A PDS5B PFKFB4 PHF21B PID1 PLP1 PLPPR4 PLS3 PNN PPM1B PPM1G PPP1CB PPP1CC PRDM1 PRDM10 PRPF39 PSMD11 PSME3 PSPH PTGES3 PURB PXDC1 QKI RAB21 RAB6A RABIF RASA3 RB1CC1 RBFOX1 RBFOX2 RBM26 RGS5 RIOK3 RNF11 RPS6KA3 RPS6KB1 S1PR3 SALL1 SAT1 SCAF8 SEC62 SENP6 SEPTIN7 SGPP1 SH3RF1 SLC23A2 SLC25A3 SMAD6 SMPD3 SNAP91 SNX27 SOX11 SP3 SP4 SPAST SPSB1 SRPK1 SRPK2 STAG2 SUCLA2 SUMO1 SYAP1 TARDBP TBL1XR1 TCF20 TENT4A TGFBR2 TMED2 TMED7 TMEM182 TMEM35A TOB1 TPR TRAPPC8 TRIM67 TRPC1 TRPS1 TSC22D2 TUT4 UBE2B UBE3A UBQLN2 UPF1 VEGFA WDFY3 WIPF1 WNK3 WNT5A XIAP YY1 ZBTB39 ZBTB41 ZC3H11A ZC3H18 ZCCHC14 ZFAND3 ZFHX4 ZFP36L1 ZHX1 ZMYM2 ZNF20 ZNF385A ZNF608 ZZZ3 CAAGGAT_MIR362 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAAGGAT_MIR362 ACACA ACVR2A BCL11A CAPN3 CDK5R1 CHSY1 CNTN4 CPEB4 CTCF DBNDD2 DENND6A DLL1 DNAJC11 DVL3 EDEM1 EIF2S2 EIF3A GADD45A GLIS2 GPR180 GRIA3 HOXD3 ISL1 KCNIP4 KCNMA1 KDM5C LENEP LGALS3 LHX4 LRRTM4 LUC7L3 MIER3 NMT1 NOL4 NPEPPS OLIG3 P3H1 PIGA PLAGL2 PLP1 PRKCA PSD3 RAPGEF6 RBM46 RC3H1 RIMS4 RNF145 RNF24 SEC31B SEMA4F SGIP1 SMG1 SORBS2 SPATA2 SPTY2D1 SRGAP2 STRN3 SUGP1 TBC1D25 TCEA1 TLE4 TMEM115 TRIM3 USP15 VAMP4 YTHDF3 CAATGCA_MIR33 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAATGCA_MIR33 ABCA1 ACACA ANKRD29 ARID5B ATP1B1 B3GALT2 BCL11A BTBD2 CACNA1C CALML4 CAMK2G CASC3 CDK14 CDK6 CDR2L CHN2 CLPX CNNM1 CNTN4 CREBZF CSNK1D DONSON DPYSL5 EEF1A1 EN2 EPHA8 ESCO1 FBXO33 FBXW7 GPR88 GRIA3 HADHB HIPK1 HIPK2 HMGA2 ICA1 IRS2 KCNMA1 KCNS3 KPNA3 KPNA4 LGI1 MAP3K3 MAP3K7 MAP4K4 MDGA2 MECOM MEIS2 MLLT3 MMP16 MORF4L1 MORF4L2 MRPS25 NAA15 NAA30 NFIX NPY NR4A2 NUFIP2 OGT OLFM1 PAPPA PARP6 PDGFRA PPARGC1A PRICKLE2 PRKAA1 PTGFRN PURB RAP2A RLIM SALL3 SATB2 SCN8A SEC24C SETD7 SGCD SHANK2 SLC12A5 SLC25A25 SLITRK3 SMG1 SNRK SOX11 SREK1 ST18 TMEM86A USP32 USP32P2 USP6 YWHAH ZCCHC14 ZNF281 CACCAGC_MIR138 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CACCAGC_MIR138 ABCB9 ADAMTSL3 ADCY1 ADGRL3 AFF3 AGO1 AHCYL2 AMMECR1 ANK1 ANKRD54 ANXA6 ARF1 ARHGEF3 ARL4C ARRDC3 ATP11C BAIAP2 BAZ1B BCL11A BMP1 BNIP3L BTG1 C14orf180 C6orf47 CACNA1E CALN1 CASTOR3P CBFA2T2 CCNE1 CDK2AP1 CHKB CIT CLK2 CLK3 CLMP CLNS1A CLUH CLVS1 CNOT8 CORIN COTL1 CPEB4 CPT1B CSE1L CTDSPL2 DBNDD2 DCP1A DCUN1D4 DENND1A DESI2 DHDDS DHX57 DLEC1 DNAJB6 DSCAM DTX1 DVL2 EFNB3 EGFLAM EID1 ELFN2 ELOF1 EPB41L4B EPHA4 EPHA8 ERC1 EZH2 FEM1C FERMT2 FRMD4A GALNTL6 GATAD2A GLI2 GPATCH2L GPR3 H3-3B HDAC4 IGF2BP2 INHBB INO80D IQSEC2 JAZF1 JMJD1C JMJD8 JOSD1 KAT6A KBTBD4 KCNH7 KCNMA1 KIAA0930 KLF11 KLHL35 KMT5B L3MBTL3 LHFPL3 LIMK1 LSM14A LYPLA1 LZTS3 MACF1 MAFG MAP2K7 MAP3K11 MCU MEAF6 MGAT5B MIEF2 MIER2 MIER3 MLLT6 MNT MOCS1 MOV10 MSI1 MSI2 MUC4 MXD4 MYEF2 NBEA NCOA1 NEBL NEXMIF NFIX NKAPD1 NPTX1 NR4A3 NSD3 NSMF OBSCN-AS1 OSBPL3 PABPC1L2A PAPPA PCSK2 PDE3A PDE7B PDIK1L PEDS1-UBE2V1 PELI3 PFN2 PHOX2B PPARGC1A PPP4R3A PRPF4B PSMF1 PTK2 PTP4A1 PTPN11 PTPN2 RALGPS1 RARA RAVER1 RCAN2 RELN RHOC RIMS3 RMND5A ROCK2 RPS6KA1 RREB1 RSF1 SCN1B SEH1L SEMA4C SENP1 SEPTIN11 SH2B3 SHFL SIN3A SIRT1 SLC10A7 SLC17A7 SLC20A1 SLC35F1 SLC6A8 SMAP2 SMG1 SMURF1 SNCB SOBP SOGA1 SORBS2 SOX12 SOX4 SPTB SRRM4 ST3GAL3 SUGP1 THAP11 THRB TIPARP TMTC4 TP53INP2 TPM4 TRAM1 TRPS1 TSR1 TTC7B TULP4 UBAP2 UBE2Q1 UBE2V1 UBP1 UIMC1 UNC5A UNC5D USP10 USP47 VPS26A VSTM2L YDJC ZBTB4 ZBTB44 ZC3H7B ZCCHC14 ZEB2 ZER1 ZFAT ZFHX3 ZFP36L2 ZMIZ1 ZMYND11 ZNF385A ZNF444 ZNF518A ZNF607 ZNF609 ZNF775 CACGTTT_MIR302A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CACGTTT_MIR302A ABHD16A ARRDC3 CNNM3 CPNE4 CUL2 DACH1 DOC2A DPYSL5 EYA2 FAM131B FAM168B GSK3B IGF2BP1 LEMD3 LRRC8A MORF4L1 NBEA NREP OTX2 PARL PRPF4B PTPN9 PUM1 PURA RAP2C SOBP SRSF10 SSBP2 TAF5 TUT4 UCHL5 CACTGCC_MIR34A_MIR34C_MIR449 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CACTGCC_MIR34A_MIR34C_MIR449 ABCF3 ABR ABTB3 ACBD3 ACSL1 ACSL4 ACTR1A ADGRG2 ADGRL1 AGO4 AHCYL2 AKAP1 AKAP6 ALCAM ALDOA AMER1 ANK2 AP2S1 APH1A ARHGAP1 ARHGAP26 ARID4B ASB1 ASIC2 ATG4B ATXN2L AXL B3GAT3 B4GALT2 BAZ2A BCL6 BCL9L BEST1 BRINP1 BRPF3 C14orf28 C1orf116 CA7 CACNB1 CACNB3 CALCR CAMTA1 CAPN6 CASP2 CBFA2T3 CCNE2 CDK6 CELF2 CELF3 CHMP7 CNOT4 CNOT6 CNTN2 CNTNAP1 CNTNAP2 COL12A1 COPS7B CORO1C CPEB3 CPLX2 CREB5 CRHR1 CSF1R CSNK1G1 CSNK1G3 CTNND2 CUEDC1 DAAM1 DCX DDX17 DGKZ DIXDC1 DLL1 DMAC2L DNAJC16 DPP3 DPYSL4 E2F3 E2F5 EI24 ELMOD1 EML5 ERGIC1 ESRRA EVI5L F2RL2 FAM167A FAM76A FGD6 FIGN FNDC8 FOXG1 FOXJ2 FOXP1 FRMD4A FUT8 GALT GDAP1L1 GLCE GMFB GPHB5 GPR85 GRID1 GRK6 GRM7 HCN3 HTR2C HYCC2 ILKAP IQGAP3 ITSN1 JAG1 JAKMIP1 KCNH2 KIAA1217 KITLG KLF12 KLF4 KRT40 KYAT1 LDHA LEF1 LGR4 LIMD2 LMAN2L LOXL3 LRRC55 LYST LZTS3 MAP1A MAP2K1 MAPT MARCHF5 MET METAP1 MEX3C MGAT4A MGAT5B MIDEAS MLLT3 MPP2 MSL2 MTA2 MYRIP NAA50 NAV1 NAV3 NCEH1 NETO1 NFE2L1 NOTCH1 NOTCH2 NPTX1 NR4A2 NRIP3 NRXN2 NSUN5P2 NTNG2 NUMBL OSGIN2 OTX1 PACS1 PDGFRA PEA15 PGM1 PIP4P2 PKIA PKP4 PLCB1 PLEKHG5 PLOD1 PLPPR2 PNOC POFUT1 POGZ PPFIA1 PPP1CC PPP1R10 PPP1R11 PPP1R14D PPP1R16B PPP2R3A PPP2R5A PTPRM PURB RAB11FIP4 RAB43 RAB5IF RALGDS RALGPS2 RANBP10 RARG RGS17 RIC8B RIMS4 RNF4 RNF41 RPS6KA4 RRAS RTN4RL1 SAR1A SATB1 SATB2 SBK1 SCN2B SDHC SEC61A1 SEMA4B SEMA4C SEMA4F SEMA5B SEPTIN3 SERPINE1 SGPP1 SGSM2 SHISA7 SHKBP1 SIDT1 SLC2A13 SLC2A4RG SLC44A2 SLCO3A1 SNW1 SNX15 SOX4 SP2 SPEG SPRN SPRY3 SRPRA STAC2 STC1 STK35 STRN3 SUCO SVOP SYNJ1 SYT1 SYT4 SYVN1 TAF5 TBC1D25 TBL1XR1 TCF12 TFDP2 TGIF2 TMCC3 TMEM109 TMEM184B TMEM255A TMUB2 TNRC6B TOB2 TPD52 TRIM35 TTC19 UBP1 UHRF2 VAMP2 VAT1 VCL VEGFA VEZT WASF1 WNT1 WSCD2 XPO5 XYLT1 ZBTB39 ZC3H7B ZCCHC17 ZDHHC17 ZDHHC23 ZER1 ZFHX4 ZMYM4 ZNF207 ZNF281 ZNF282 ZNF3 ZNF644 CACTGTG_MIR128A_MIR128B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CACTGTG_MIR128A_MIR128B ABCB9 ABHD17B ACOT11 ACVR2A ADCY2 ADCY3 AFF4 AGPAT4 AK2 AMD1 AMER2 AMMECR1L APBA2 ARHGAP12 ARHGAP21 ARHGEF11 ARHGEF6 ARID1A ARID1B ARID4B ARL8B ARMC8 ARPP21 ARRDC4 ATXN10 AXIN1 BAG2 BAHD1 BAZ2B BCL11A BCORL1 BMI1 BMT2 BTG2 C11orf87 C18orf25 C1orf21 CA10 CA12 CA7 CABLES2 CABP1 CANX CASC3 CBX5 CCDC6 CCDC71 CCDC88A CCDC92 CCT3 CD34 CDC14B CDH24 CDIP1 CEMIP CHRD CITED2 CLSTN2 CNOT6 CNR1 COL3A1 CORO1C CPD CRKL CSF1 CTDSP2 CTDSPL CTDSPL2 CXCL2 DAZAP2 DCAF7 DCP1A DCP2 DCUN1D1 DCUN1D4 DCX DDX6 DERPC DIRAS1 DIRAS2 DMTN DPY19L3 DTX1 DVL2 E2F3 EFR3A EIF2S2 ELMO1 ELOVL4 ELOVL6 ENAH EPHB2 ERC2 EVI5 F13A1 FAAP100 FADS1 FAM177A1 FAM184A FAM78A FAR1 FBLN2 FBXO33 FOXN3 FOXO4 FOXQ1 FRMD4A FURIN FXR2 GABBR2 GAD1 GAD2 GATAD2A GCC1 GLTP GNB2 GPAM GTF2A2 H3-3B H3-5 HAO1 HAS3 HECTD1 HIP1 HMGB3 HOXA13 HYCC1 HYCC2 IGSF3 IKZF4 INSM1 INTS11 IPO7 IRS1 ISL1 ITGA5 ITPKC KAT7 KCNAB1 KCNK10 KIAA0232 KLF4 KLHDC8A KMT2A LBH LETMD1 LHFPL3 LIN28A LMBR1L LMTK2 LRATD2 LRR1 LSM1 LTBP1 MAP2K7 MAP4K5 MAPK14 MAPK6 MAPK8IP3 MCRIP2 MDFI MED13 MED13L MEGF11 MGAT1 MGAT4B MIEF1 MIER2 MIPOL1 MIR1915HG MME MNT MOSPD3 MPP2 MPPED2 MTDH MTMR4 MXI1 NAA15 NAA50 NAB1 NALF2 NAV3 NCAN NDST1 NEK2 NEO1 NEUROD1 NEUROD6 NGFR NHLH2 NHS NIPBL NPTX1 NPTX2 NRBF2 NREP NTRK3 NXT2 ORC5 OTULIN PAIP2 PDE3A PDE7B PDHX PDIA5 PDPK1 PELI3 PFKM PGAP1 PHAF1 PHB1 PHF6 PIK3R1 PITPNM2 PLAGL2 PLK2 POGLUT1 PPM1E PPME1 PPP1CC PPP1R11 PPP4C PRKD1 PRKX PRKY PTER PTGR3 PTPN4 PTPN5 PTPN9 PTPRT RAB11FIP1 RAP1B RASGEF1B RELN RERE RETREG3 RGL2 RGS6 RIMS3 RLIM RND3 RNF144A RNF38 RNGTT RORB RPS6KA5 RPS6KB1 RSBN1 RUNDC3A RYBP SAMD10 SASH1 SEC61A1 SEMA6D SEPTIN3 SET SETD7 SGMS1 SH2D3C SH3BGRL2 SH3RF1 SHOC2 SIRT1 SLC25A3 SLC39A13 SLC6A1 SMARCA2 SMG1 SOCS6 SP1 SP2 SP4 SPATA2 SPOPL SPTBN4 SPTY2D1 SREK1 SRGAP2 SS18 STEAP3 STIM2 STK24 STK35 STK40 STRN4 SV2A SYNDIG1 SYT1 SYT4 SZRD1 TAF4 TBC1D22B TBC1D9B TCF20 TENT4A TFEB TGFBR1 TMEFF1 TMEM132E TMEM25 TMEM266 TMSB10 TMTC2 TMX1 TNPO3 TRIL TSTD2 UBE2E2 UBE2E3 UBE2N UBE2NL UBE2W UBE2Z UBR1 UBR5 ULK1 UNC5D UPF1 VANGL1 VANGL2 VPS4B WASHC4 WDTC1 WEE1 WNT3A WTAP XPR1 YPEL3 YWHAB ZBTB39 ZC3H12B ZFP36L1 ZKSCAN2 ZKSCAN8 ZNF24 ZNF385A ZNF652 ZNF827 CACTTTG_MIR520G_MIR520H https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CACTTTG_MIR520G_MIR520H ABCA1 ABHD2 ADGRB2 AFF4 AFG1L AHCTF1 AJUBA APBB2 ARAP2 ARID4B ARL4C ARMC8 ATP2B2 ATXN1 AZIN1 BMT2 BRD1 CA10 CACUL1 CALU CAMK2N1 CASP8 CBX2 CCDC73 CCND2 CCNJ CDKN1A CELSR2 CELSR3 CEP57 CFL2 CHD9 CHUK CIC CKS1B CMPK1 CNR1 CREBRF CSMD3 CUL3 DAPK2 DBN1 DCAF8 DDX11 DHDDS DMD DMTF1 DNAJB5 DNAJB6 DNM2 DPYSL5 DYRK1A E2F1 EBF3 EFL1 EFNB1 EIF4E EIF4G2 EMSY ENC1 EPAS1 EPHA5 EPHB2 ERI3 ETF1 ETS1 FAM13B FAM83D FASTK FBN2 FLRT2 FLRT3 FNDC3A FOXO1 FURIN GBF1 GOLGA7 GREB1L GRHL2 GRM7 GTF2IRD2 GTF2IRD2B HAPSTR1 HIF1A HMGB3 HOMEZ IGF2BP1 ITPRID2 JAZF1 KHDRBS1 KLF12 KMT5B KPNA1 KPNA3 KRT81 LAMTOR5 LHX8 LIMK1 LINGO1 LUC7L3 MACF1 MAF1 MAGI2 MAP3K14 MAP3K9 MAPK9 MAPRE1 MARK4 MAT2A MEF2D MIEN1 MIPOL1 MKNK1 MSANTD4 MYCBP MYCN NAA30 NBEA NCOA3 NELL1 NEUROG2 NHLH1 NIN NLK NPAS2 NPAS3 NR4A2 NR4A3 NSD2 OGA OTUD4 PAFAH1B2 PAPOLG PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 PCYT1B PFN2 PITX1 PLAGL2 PLCB1 PLEKHM1 PLOD2 POU4F2 PPP3CA PPP6C PRICKLE2 PRKAR2A PRRX1 PTK2B PTPN13 RABGAP1 REM2 RFX4 RHO RHOV RNF145 RSPO2 RUNX1 RUNX2 SALL1 SATB2 SEMA4C SENP1 SERINC1 SET SINHCAF SKI SLC1A2 SLC2A3 SLC2A4RG SLC30A3 SLC39A14 SLC6A9 SLF2 SMAD6 SMAD7 SMOC2 SOCS6 SORL1 SPRED1 SPRY4 SS18L1 SUMF1 TBC1D9 TBKBP1 TBL1X TBX3 TCERG1 TFEB TGOLN2 THRA TLE4 TMEM168 TMTC2 TMUB2 TNFAIP1 TNFSF11 TNFSF12 TNKS1BP1 TNRC6A TP53INP1 TP53INP2 TRIM13 TRIM33 TRPC5 TRPS1 TTN UBE2W UNKL USP12 USP37 USP9X VEGFA VLDLR VPS26A WDR1 YPEL2 ZBTB1 ZBTB6 ZBTB7A ZC2HC1C ZDHHC9 ZFAND3 ZFP91 ZNF280B ZNF362 CAGCACT_MIR5123P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAGCACT_MIR5123P ACER3 ACTG1 ADAMTS5 ALX4 ANKRD13C ANKRD54 ARHGEF10 ARHGEF3 ATP2B2 ATXN1 ATXN7 BAGE2 BAHD1 BHLHE41 C1orf21 C2orf42 CADM2 CAMTA1 CCDC6 CCKBR CDK19 COL23A1 CORO1C DAZAP2 DHX40 DNAJA3 DOCK3 DTNA EPHA8 ESRP2 ETV1 FEM1C FNBP1L FNDC3B FOXK2 FOXN3 FRMD4A GAS2L1 GIGYF1 GRM7 GSKIP HAPSTR1 HCN4 HIC2 HLF IP6K1 ITPKC IZUMO4 JOSD1 KAT6A KCNRG KIAA2013 KLHL3 KMT2A KMT2C LEF1 LINC00955 LPCAT3 LSM14A MAP2K4 MAP3K11 MARCHF8 MAT2A MBNL1 MBNL2 MLLT6 MRPS25 MYT1L NEO1 NFIB NIT1 NSD3 NTNG1 OGA PARP8 PCDH10 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 PCNX2 PDIK1L PFN2 PITPNM2 PLEKHM1 PPFIA2 PPME1 PPP1R11 PPP1R14D PPP2R5E PPP3CA PRRX1 PTBP2 PTPN4 PTPRT PURB QKI RARG RETREG2 RHOC RNF38 RSBN1 RSBN1L RTN4RL1 SEMA5B SEPTIN6 SGMS1 SGSM2 SLC2A4 SMAD2 SPOP STK3 STMN4 SYNDIG1 SYT8 TAL1 TFDP2 TLN1 TMEM266 TNKS2 TNRC6B TP53INP1 TP53INP2 TRHDE TRIM2 TRIM3 TSC22D2 TUSC2 UBAP1 UBL3 USP46 USP47 USP6 VEZF1 XIAP YOD1 ZC3H10 ZDHHC16 ZDHHC9 ZFP91 ZFR ZNF24 ZNF800 CAGCAGG_MIR370 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAGCAGG_MIR370 ABCB9 ABR ACACA ADPRM ANK3 AQP4 ARCN1 ARF1 ARID4B ASB15 ATG14 ATXN1 BAAT BAZ2A BEST3 BRCA1 CACNG1 CASK CAVIN1 CCDC85B CCL21 CCNJ CCNK CD164L2 CDC42SE1 CDK16 CEP112 CFL1 CHRD CHST3 CIT CLCA3P CLUH CNTNAP1 CTBP2 CTIF DCDC1 DCLRE1B DDX3X DDX3Y DHX57 DMRTB1 DND1 DNMT3A DNMT3B DSCAM DUSP3 E2F3 FAM76B FBRS FBXO24 FBXW5 FGF7 FGF7P3 FOSB FOXP4 FRK GABBR1 GOLGA2P7 GRIN3A HDAC4 HERC4 HNRNPAB HPS1 HSPA14 IFFO1 ILF3 ILRUN ING3 INO80 IQSEC2 JAZF1 KIFC2 KLC2 KLF12 KMT2A LIN28A MAP2K7 MAP3K8 MAPRE1 MARCKS MED29 MINDY4 MTSS1 MTUS1 MUC4 NAA15 NAA40 NCALD NCDN NFASC NFATC3 NLGN2 NSUN4 OGT ORC5 P4HA1 PARP6 PBRM1 PCDH10 PCNX2 PDCD11 PHF20 PHF20L1 PKNOX2 PLCG1 PPIL2 PPM1B PRDM10 PSD2 RAB3IP RAP1GDS1 RGS3 SENP5 SERTAD4 SLAMF6 SLC38A3 SLC4A4 SMARCD1 SMG7 SNF8 SOX12 SPEF1 SPRYD3 SPTSSB SRSF11 ST3GAL3 STAT3 STX1B TAOK1 TAP2 TGFBR2 TMEM127 TMEM266 TMEM47 TPM4 TRAIP TRIM33 TRIM44 TRIT1 UBAP2 USP37 USP6 VDAC2 VSTM2L WDR26 XKR4 YAF2 ZBTB39 ZC2HC1C ZC3H12B ZC3H7B ZDHHC5 ZMYND11 ZNF587 CAGCCTC_MIR4855P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAGCCTC_MIR4855P ABCA9 ABCB9 ABHD2 ADIPOR2 ANKFN1 ARHGAP32 ARL2BP ASB15 ATRN BAHD1 BAZ2A CADM2 CAMK2N2 CBX6 CCAR2 CDC25A CDK18 CELSR2 CEP85 CHAD CHD9 CHPF CNTFR COPS7B CRB3 CREBRF CTDNEP1 DAG1 DCAF15 DCHS1 DHX57 DNAJA3 DUXAP10 DVL3 ELMO2 EMC10 ESYT3 FAM53C FKBP4 FOXN2 FZD1 GABRB3 GBA2 GFI1B GLCE GLS2 GPR3 GRIN1 HIC2 HMGA2 HPS4 HTRA2 IER5L IGF2BP2 INPP5A ITPRIP JUND KCNA6 KCNJ11 KDSR KIAA1522 LAMTOR1 LIN28B LRP4 LRRC1 LRRC7 LZTS3 MAN1A1 MAX MDGA1 MEF2D MIER2 MIR22HG MLLT3 MPZ MSI2 MUC4 NBEA NELFE NGEF NOVA1 NRF1 NUCB1 OXSR1 PAK1 PAK4 PANK3 PAX3 PDLIM7 PHAF1 PHF21A PLEC POU6F1 PPARGC1A PPP1R11 QKI RAB8B RAC1 RASL10A RBM4B RBPMS RHBDD2 RNF165 SEMA4G SETD2 SF1 SLC16A2 SLC23A2 SMDT1 SMG1 SMURF2 SOX5 SPTB SRF SRPK1 SSH2 STC1 STRN4 STX5 SUGP1 SYN3 SYNGR1 TAOK2 TBKBP1 TEX261 THTPA TMCC1 TMEM151A TMEM266 TMUB2 TNKS1BP1 TNRC6B TRMT9B TRMU TSC22D3 TTBK1 TTYH2 VPS26A WDTC1 WNK3 YTHDC1 YWHAG ZBTB39 ZDHHC5 ZFP91 ZMIZ1 CAGCTTT_MIR320 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAGCTTT_MIR320 ABCA12 ABHD13 ADAM10 ADGRL1 AFF4 AMBN ANKRD13A AP3M1 ARHGAP44 ARID5B ARL8B ARMCX2 ARPC5 ARPP19 ATG14 ATP6V1A ATRX ATXN1 AZIN1 BAHD1 BANP BHLHE40 BMPR1A BTBD3 CAB39 CACNA1E CALD1 CALM3 CALN1 CAMSAP2 CAMTA1 CDH2 CDH20 CDK13 CDK6 CEMIP2 CLASP1 CNOT7 COPS2 CPEB1 CREB5 CREBRF CRYBG1 CTNNB1 CUX1 CYRIB DAB2 DAG1 DAZAP1 DBN1 DCUN1D3 DERPC DHDDS DHX15 DHX30 DNER DPY30 DSCAM DTNA EEF1AKMT2 EIF3J ELL2 EMC7 ENAH EREG ESRRG EYA4 FAM117B FBXO11 FHIP2A FKBP1A FLRT3 FOXN3 FOXQ1 FTL GABPB2 GCNT4 GPBP1 GRB2 GSPT1 GSPT2 HDAC4 HECTD2 HELZ HIPK1 HIVEP2 HNRNPC HOXB4 HSPB6 ICA1 IGF1R IGF2BP3 INA ING5 IPO7 KCNH7 KCNS3 KDM5A KLF13 KLF5 KLHDC9 KLHL36 KMT5B LMO3 LRCH2 LUC7L2 MAPK1 MAPK8IP3 MAT2A MCL1 MECP2 METTL16 MEX3B MIER1 MIER3 MLLT3 MMP16 MN1 MRPS25 MSI2 MTDH MUC13 MXI1 N4BP1 NAP1L5 NCDN NEGR1 NEXMIF NONO NPAS2 NR4A2 NRP1 NSD2 NSRP1 OGT PAK5 PALLD PAN3 PBX3 PCDH19 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 PCGF3 PCSK7 PHF1 PHF8 PHOX2B PLAG1 PLK2 PLK3 PLPPR1 PLXNC1 POGZ POLE4 PPARGC1A PPM1A PPM1B PPP1R16B PPP2R2C PPP2R5B PURB QKI RAB18 RAD18 RAD9A RAI2 RAP1A RAP2C RASA1 RBFOX1 RBM45 RBMS3 RHOBTB1 RHOG RO60 RUNX1 SATB2 SDHC SEC31B SELENOF SEMA6D SERBP1 SH3RF1 SHISA7 SLC10A3 SLITRK3 SMAP1 SMCR8 SMG7 SOBP SON SPCS2 SPOPL SPRED2 SPTSSA SRSF7 STAG2 TAC3 TAF5 TBL1XR1 TDG TFE3 TFRC TLK2 TMEM106B TMEM108 TMEM255A TMEM47 TMEM9B TNFRSF21 TNRC6B TOMM70 TPD52L2 TPM3 TRAF7 TRIM41 TRMU TSC1 TSC22D3 TSPYL5 TWF1 UBE2D3 ULK1 UNC5A USP20 USP25 VPS37B WRNIP1 XPO1 YES1 YTHDF3 YWHAE YWHAQ YWHAZ ZC3H7B ZFP91 ZIC3 ZNF280C ZNF281 ZNF3 ZNF652 CAGGGTC_MIR504 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAGGGTC_MIR504 AMMECR1L ARNT ATP1B4 BACH2 BAIAP2 CAMK2G CDIP1 CDK16 CEP170 CHD3 CHD6 CHRD CNOT6 CNTFR COPS7B CSNK1G1 CTDSPL DBNDD1 DCX DND1 ELOVL6 EPB41 FXR2 FZD7 GATA3 GPC4 GRM3 H3-3B H3-5 HAS3 HMGN2 HMGN2P46 HTR7 IER2 IKZF4 IL16 IL1RAPL1 ILRUN KDM1B KLF13 KLHL18 LAMTOR1 LIF LINGO2 MCMBP MECP2 MMD MNT NFIX NRF1 OGT PALM2AKAP2 PAN2 PCDH1 PCDH10 PCDH17 POLR3E POMT2 PPIP5K1 PRKAR2A PURB RNF44 RRAGC RREB1 SAMD11 SDC4 SGCD SH2D3C SHISA7 SLC25A22 SMPD3 SOHLH1 SORT1 STC1 SUGP2 TMEM121B TP53INP1 USP2 USP9X VANGL2 YES1 ZDHHC9 ZMYND11 ZNF608 CAGGTCC_MIR492 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAGGTCC_MIR492 ADAMTS1 AFG3L1P AKAP13 AKIRIN1 AMBRA1 AQP2 B3GNT9 BCL9 BUB3 C17orf58 CDH13 COL24A1 CPA4 CPEB3 CSRNP3 CSTPP1 CTBP2 CYB561A3 DBN1 DERPC DYRK1A FAM83D FANCI FCHSD2 GAB2 HSD3B2 KCNK7 KDM1B LDLRAD2 LRRC14 MACROH2A2 MAT2A MYH9 NCDN NCOA1 NPTX1 PCNX2 PELI3 PFKFB2 PLAGL2 PNCK PPME1 PURB RNF133 RNF165 SCN2B SCRT2 SELENOV SERF2 SH3PXD2A SLC44A1 SMARCAD1 SMARCC1 STC1 TBC1D9B TIMP2 TMEM87A TRA2B TSKU UBE2O UBE2W UBR3 ZFP36 CAGTATT_MIR200B_MIR200C_MIR429 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAGTATT_MIR200B_MIR200C_MIR429 ACACA ACE2 ACVR2A ADAMTS3 ADCY2 ADIPOR2 AEBP2 AFF3 AGFG1 AKAP7 AMBRA1 AMFR AMMECR1L AMOTL2 ANK3 ANKRD28 ANLN AP1S2 APPL1 ARHGAP20 ARHGDIA ARHGEF17 ARID2 ARID4B ARL8B ARPP21 ASAP1 ASF1A ASXL1 ATP2A2 ATRX ATXN1 B3GNT2 BAG6 BAP1 BASP1 BAZ2B BCAP29 BCL11B BHLHE41 BMI1 BPTF BRMS1L BRWD1 BTF3L4 C6orf62 CAB39 CACNA1C CALU CASR CBX4 CCNJ CCNYL1 CDH11 CDK16 CDK17 CDK2AP1 CDR2 CDYL CEP350 CEP41 CERS6 CFL2 CHD9 CILK1 CITED2 CLASP1 CLASP2 CLIC4 CLIP1 CLIP2 CNEP1R1 CNN3 CNOT4 CNOT6 CNOT7 CNTFR CNTN4 COPS8 CORO1C CREB5 CRH CRKL CSMD3 CSNK1G3 CTDSPL2 CTNND2 CYP1B1 DACH1 DACT1 DAG1 DCAF7 DCUN1D1 DDX3X DDX3Y DENND5A DGKA DLC1 DMRT2 DNAJB5 DNAJB6 DNMT3A DUSP1 DYRK2 E2F3 EFNA1 EFNB2 EGLN1 EGR3 EIF2B5 EIF2S1 EIF5B ELAVL2 ELF2 ELOC EPS8 ERRFI1 ESRRG ETS1 ETV5 EVI5 FAM118B FAM219A FAM76B FAM8A1 FBXO33 FBXW11 FBXW2 FBXW7 FERMT2 FEZ2 FGD1 FGFR2 FHL1 FHOD1 FIGNL2 FLI1 FMR1 FN1 FNDC3B FOXG1 FOXK1 FXR1 FXR2 GABBR2 GABPA GARRE1 GATA2 GATA4 GDI2 GEM GIT2 GLI3 GLRA2 GNAI3 GOLGA6L9 GOLGA7 GOLGA8A GOLGA8B GOLGA8EP GOLGA8G GOSR2 GPM6A GPR146 HAPSTR1 HDHD2 HECTD2 HIC2 HIPK1 HLF HMBOX1 HMGB3 HNF1B HNRNPD HNRNPH2 HNRNPK HNRNPU HS2ST1 HS3ST1 HSPA9 ID2 ID2B IER5 IGSF3 INTS8 IP6K1 ITPR1 JAKMIP3 JAZF1 KANK1 KAT2B KCND2 KCNJ2 KCNK2 KCNQ4 KCTD15 KCTD8 KHDRBS1 KLF10 KLF12 KLF4 KLF9 KLHL3 KRAS KRT80 LAMC1 LCP1 LEPR LFNG LHFPL6 LIN7B LMO7 LPAR1 LRP1 LRP1B LRP4 LRRTM3 LYPLA2 MAFG MAP2 MAP4K3 MAP4K4 MARCKS MATR3 MBLAC2 MBOAT2 MED13 MEX3B MEX3C MFAP5 MGAT2 MIEF1 MMD MMD2 MPRIP MSL2 MSN MTFR1 MTUS1 MXD3 MYB MYCN MYT1 NAB1 NAP1L5 NAPB NAV3 NBR1 NCOA2 NCOA7 NCS1 NDN NDST1 NEDD1 NEGR1 NFIA NFYA NGEF NIN NIPA1 NOG NOVA1 NPC1 NPM1 NPTX1 NR3C1 NR5A2 NRIP1 NRP2 NTF3 NUDT4 NUFIP2 NUP153 NXPH1 NYAP1 OCLN OGT OLIG3 ORMDL3 OSBPL11 OTUD4 OXR1 PAK5 PALM2AKAP2 PALS1 PAM PAPOLA PARD6B PARP6 PCDH7 PCDH8 PCMTD1 PCNP PDCD10 PDIK1L PDPK1 PDS5B PENK PHACTR3 PHF21A PHF21B PHF6 PHLDB1 PHTF2 PIKFYVE PIN1 PKD1 PKIA PLCL1 PLK2 PLPP3 PLPPR1 PLS3 PM20D2 PPM1B PPM1E PPM1F PPP1R10 PPP1R9B PPP2CA PPP2R2C PPP2R5C PPP4R2 PPP6R3 PRDM1 PRKACB PRKAR2B PSIP1 PTBP1 PTHLH PTPN13 PTPRZ1 PUM2 QKI R3HDM2 RAB21 RAB7A RABIF RAC1 RANBP10 RANBP9 RAP1B RAP2C RBSN RDH10 RECK REEP1 REV1 RGL1 RHOA RHOT1 RIC1 RLF RND3 RNF5 RPS6KA2 RPS6KA3 RPS6KB1 RTF1 S100PBP SBF1 SCAMP1 SCD SCHIP1 SCN3B SCRT2 SDC2 SEC23A SEMA3F SEMA6D SERINC1 SESN1 SGIP1 SH3PXD2A SIAH1 SLC14A1 SLC16A12 SLC16A2 SLC1A2 SLC23A2 SLC38A2 SLC38A4 SLC6A1 SLC6A6 SLF2 SLITRK1 SMARCAD1 SMARCD1 SMG8 SMURF2 SNAP25 SOX1 SOX2 SPTB SPTSSA SRF SRSF1 SRSF2 SSH2 ST6GALNAC5 STX1A SULF1 SUPT20H SYDE1 SYNJ1 SYT1 SYVN1 TAF4 TARDBP TBC1D22B TBK1 TBP TEAD1 THAP1 TIAL1 TLN2 TMCC1 TMEFF2 TMEM70 TNFRSF11B TOB1 TOGARAM1 TRAM1L1 TRAPPC14 TRIL TRIM2 TRIM33 TRMT9B TSC22D1 TSC22D2 TUBB TUBB2A TUBB3 UBA6 UBE2B UBE2D1 UBE2I UBE2W UBQLN1 ULK2 USP25 VASH1 VAT1L VEGFA VEZF1 VLDLR WAPL WBP1L WDFY3 WIPF1 XIAP XKR6 YPEL2 YTHDF3 YWHAB YWHAG ZC3H15 ZC3H6 ZCCHC24 ZEB1 ZEB2 ZFAND6 ZFPM2 ZIC3 ZMYM4 ZNF217 ZNF532 ZNF711 CAGTCAC_MIR134 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAGTCAC_MIR134 ACSL1 ADGRL3 AFF3 APBB3 ASIC1 BANF1 C1orf21 C6orf120 CDH9 CELF2 COL2A1 CPEB2 CSNK1G3 EIF3J EPHA7 ETF1 FAM91A1 GNAO1 HIC2 ILDR2 KAT7 KPNA3 MAGIX MAT2A MBNL1 MED13 MTCL1 MYCN NRF1 OPCML PATZ1 PPP1R12A PPP1R7 PSD3 SERTAD2 SLC25A5 SMAD6 SMARCAD1 SRSF2 SRSF8 STRBP SYNM TAPBP TRMT11 TSC22D1 TTBK1 UBAP2 VEGFA VGLL4 ZDHHC9 ZFPM2 ZNF711 CAGTGTT_MIR141_MIR200A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAGTGTT_MIR141_MIR200A ACACA ACOT7 ACVR2A AGFG2 AK4 AMPD2 ANKFY1 ANP32E APBB2 ARHGEF18 ARPC5 ASTN1 ASXL1 ATAT1 ATF5 ATL1 ATP1B1 ATP2A2 ATP6V1A ATP6V1B2 ATXN1 ATXN7 B3GNT2 BACE1 BAHD1 BAP1 BHLHE40 BICD2 BMAL1 BRD3 C16orf87 C1orf21 C2orf42 CALCR CALU CAMSAP2 CBL CCDC177 CCNE2 CD47 CDC14A CDC25A CDC42BPB CDK13 CDK17 CDV3 CELF6 CEP120 CFAP20DC CHD9 CHP1 CLASP2 CNP CNR1 CPD CREBRF CSF3 CSNK1A1 CSNK1G3 CSNK2A1 CTNNA1 CTNND2 CUL3 CXCL12 CYP26B1 DCUN1D3 DDX5 DEK DIP2B DIXDC1 DLC1 DMWD DMXL1 DNAJC13 DOLPP1 DR1 DRD2 DUSP3 E2F3 ELAVL2 ELF2 ELMOD1 EPHA2 EPHA7 EPN1 ERC2 ERRFI1 ESRRG EVI5L EXOC5 FAM168B FBXL2 FGFR2 FKBP5 FOXA1 FOXN3 FOXP1 FRMD4A FRMD6 FUS GATA6 GLRX GPC2 GPM6B GRB2 GRIN3A H2AZ1 HDAC4 HIC2 HIPK1 HLF HMG20A HNRNPF HOXA11 HOXB4 HOXB5 HOXC13 IGF2BP2 IKZF5 INO80D IRF2BPL IRS2 ITSN1 JAZF1 JUN KALRN KCNJ2 KHDRBS2 KIAA0408 KIF1C KIF3A KLHL18 KPNA3 LENG8 LHX6 LPP LRATD2 LRRC8A LUC7L3 LYPLA1 MAP2K4 MAP7D1 MARCHF7 MBD5 MBNL1 MDGA1 MDM1 MECP2 MED13L MIB1 MINDY3 MMP16 MOB3B MTPN MTSS1 MYH10 MYRIP MYT1L NAMPT NFASC NMNAT2 NR2C2 NRP1 NRP2 NRXN1 NSD2 NUDCD1 OGT OLFM1 OLIG3 OSBPL11 PAFAH1B2 PAPPA PCDH8 PCDH9 PCGF3 PCNX2 PDCD4 PDS5B PDZD2 PEX5 PGRMC2 PHLPP1 PHLPP2 PHYHIPL PITPNB PITX2 PLAG1 PLAGL2 POU4F1 PPM1E PPP1R15B PPP2CA PPP2R2A PPT2 PRELID3B PRKACB PSEN1 PTGES3 PTP4A1 PTPRG QKI RAB38 RABGAP1 RAD23B RAP2C RARB RBM33 RBM7 RBMS1 RMND5A RNF145 RNF44 RNFT1 RPH3AL RTF1 RTN4RL1 RUNX1 SCN2B SEC11A SEMA6A SEPTIN7 SERF2 SFPQ SIAH1 SIK1 SIM2 SIPA1L2 SIRT1 SLC16A7 SLC17A6 SLC1A1 SLC20A1 SLC23A2 SLC25A3 SLC39A9 SLC6A9 SNAP91 SNX27 SOBP SON SOX11 SOX5 SP4 SPAG9 SPRYD3 SRC ST3GAL3 STAT4 STAT5A STAT5B STEAP2 STIMATE STK35 STRN STX2 STXBP1 STXBP5 SUPT6H SYT4 TAF12 TBL1XR1 TCERG1 TCF12 TENT5C TFAP2C TFRC TGFB2 THRB TIAL1 TM9SF4 TMEFF1 TMEM135 TNKS2 TNRC6B TNS3 TOP1 TP53INP1 TRAM1 TRHDE TSC1 TSHZ3 TTBK2 TTR TTYH2 TULP4 UBE3A USP9X VPS26B VSIG8 WAPL WDFY3 WDR26 WDR44 WIPF1 WSB1 XKR7 YAF2 YPEL5 YTHDC1 YTHDF2 YTHDF3 YWHAG ZBTB18 ZCCHC24 ZCCHC3 ZEB2 ZFR ZNF609 ZNF644 CATGTAA_MIR496 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CATGTAA_MIR496 ADNP2 ALYREF ANGPT1 ANKRA2 ARID4B ASCL1 ASXL2 B4GALT5 B4GALT6 BACH1 BACH2 BAHD1 BDNF BRCA1 CAAP1 CACNA1C CALML4 CAMTA1 CANX CAPRIN1 CDKN2C CHD7 CHML CLASP2 CNTNAP2 COL15A1 COX5A CPEB4 CREBRF DACH1 DAZAP2 DDX3X DDX3Y DLX5 DMD DNAJB14 DPP10 DPY19L3 DR1 ELAVL1 ELF2 EMP1 EPHA3 ESYT2 FAM133B FBN1 FBXO8 GJA1 GOLPH3 GRIA2 HACE1 HECTD2 HIVEP2 HMGCS1 HNRNPR HOXB3 HOXD1 HPN HSPE1 ITM2B KBTBD8 KCNH8 KCNS3 KHDRBS1 KHDRBS3 KIAA1217 KLF3 KLHL1 LAMP2 LDB2 LEMD3 LENG8 LRIG1 LRRN3 LRRTM2 MAFB MAP2 MAP3K3 MAPK9 MAT2A MEF2C MEIS2 MIER3 MINAR1 MNT MSL2 MTDH MTMR6 MYT1L NAV3 NBEA NEUROD1 NIPA1 NPTN NSG2 NXPH1 OAZ2 OLFM1 PAFAH1B1 PAIP1 PAPOLG PARVA PAX3 PAX5 PCF11 PDE3A PHF14 PLEKHA5 PPP3R1 PPP4R3A PPP6R3 PRDM1 PRDM10 PRPF39 PSMD11 PTHLH PTPN11 PURG QKI RAB5C RAD21 RAP2C REV1 RNF220 ROBO1 RSBN1 SATB2 SEC62 SEMA6A SEMA6D SEPTIN11 SETD2 SKP1 SLBP SLC25A16 SLC25A36 SLC26A7 SLITRK5 STON1 TAF4 TECPR2 TIA1 TLK1 TMEM33 TMEM47 TNRC6B TOMM70 TOX TPP2 TRAPPC11 TSHZ3 TTN UBE2A UBE2G1 UBE2V2 UBE2W UBR5 USP42 VAMP3 VCPIP1 VEZF1 VSTM2A WTAP YAF2 YPEL5 YTHDF3 YWHAZ ZCCHC14 ZIC1 ZMAT2 ZMYM2 ZNF331 ZNF420 ZNF507 ZNF536 CATTTCA_MIR203 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CATTTCA_MIR203 ABCE1 ABHD14A ABL1 ACO2 ACVR2A ADAMTS6 ADK AFAP1L2 AFF4 AHR AKIRIN1 ALDH1A2 AMOT ANP32E AP1G1 AP1S2 AP2B1 APC API5 APPL1 APRG1 ARHGAP12 ARID1A ARID2 ATG14 ATM ATP2B2 ATP5MC3 ATP8B5P BCL11B BCL7A BICRAL BMAL1 BMERB1 BPTF BTBD7 C12orf4 C1orf122 CAB39 CAPN3 CAPRIN1 CCDC15 CCDC178 CCNC CCNG1 CDH10 CHST7 CITED2 CLASP2 CLRN1 CLUH CNTFR COL17A1 COPS7B CPEB4 CREBRF CREBZF CSN2 CSNK1A1 CSNK1A1L CSRNP2 CTDSPL2 CUL1 DCUN1D3 DDX6 DGCR2 DGKB DGKZ DLG5 DLX5 DNAJC21 DNMT3B DPY19L4 DR1 DUSP5 DYRK1A EBF3 EDN1 EGLN1 EGR1 EGR3 EIF4E ELL2 EN2 EPC2 ETS2 ETV1 FAM228A FBXO43 FKBP5 FMNL2 FMR1 FOXG1 FOXK1 FOXK2 GABARAPL1 GABRB2 GABRB3 GALNT17 GLCCI1 GLI3 GLRB GNAO1 GPATCH1 GPR180 GPR85 GRHL3 H3-3A HIPK1 HNRNPL HOOK3 HOXA1 HYCC2 ID2 ID2B ID4 IGFBP5 INA INSIG1 IRS2 ISL1 ITPR2 JOSD1 KCTD9 KDF1 KHDRBS1 KIAA0930 KIF2A KLF12 KMO KPNB1 KRT1 KRT35 KRT85 LAMP2 LASP1 LIMCH1 LMBRD2 LPIN1 LPP LRRC37A6P MACIR MAFK MAGI1 MAP4K3 MAPK9 MBD6 MBLAC2 MBNL1 MBNL2 MECP2 MED14 MEF2C MEX3C MORF4L1 MORF4L2 MYEF2 NAA25 NAA30 NAA50 NBEA NDRG3 NEGR1 NKRF NLK NMNAT2 NOVA1 NPAS4 NR2C2 NR4A3 NUAK1 NUFIP2 NUMBL NXPH1 OSBPL8 OVOL1 PCDH19 PCSK1 PCSK2 PDAP1 PDE4D PDSS2 PHF12 PHF19 PHLDA3 PLAA PLD2 PLEKHG3 PLPP3 PPM1B PPP1CB PPP1R12A PRICKLE2 PRKCA PRKCB PRKG1 PRPF19 PRPS2 PSME4 PTP4A1 PTPN3 PTPRG PURB R3HDM1 RAB10 RAB8B RALB RAP1A RAPGEF4 RAPH1 RARB RERG RNF34 RNF38 RPGRIP1L RPS6KA3 SEC24D SEC62 SELENOT SEMA5A SEPTIN3 SESTD1 SGK3 SIK1 SLC12A2 SLC17A6 SLC1A2 SLC39A9 SLC4A4 SLC7A14 SMAD1 SMURF1 SOCS3 SOCS6 SOSTDC1 SOX13 SP4 SPARC SPEN SPIRE1 SPTSSA SRC SRSF1 SRSF10 STEAP1 STX16 SYNJ1 TAF1D TAF5 TARDBP TASP1 TCF12 TENT5A TIAL1 TMEM100 TMEM248 TMTC2 TNFRSF8 TNRC6B TRPS1 TRPV3 TSC22D1 TSHZ1 TUSC2 TWF1 UBR1 UBR3 VAPA VAT1 VAV3 VCAN WDFY3 WTAP XKR6 XPO4 XRN2 XYLT1 YPEL4 YTHDF3 YWHAQ ZFAND6 ZFC3H1 ZMIZ1 ZMYM4 ZMYND11 ZNF281 ZNF532 ZNF608 ZRANB2 CCACACA_MIR147 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CCACACA_MIR147 ACLY ACOT11 ADIPOR2 AHCYL1 ANK1 ATP1A1 BCOR C6orf120 CAMTA1 CAPN6 CREB5 CREBBP CREBRF CTDSPL CYP20A1 CYP2S1 DHDDS DHX57 DLG4 DNMT3A GCN1 GOLPH3L GPRC5B GRID1 HDLBP INHBB JMJD8 KLF7 LIMD1 MAL2 MAPKAPK5-AS1 MAPRE3 MECP2 MNT MYLK2 NEUROG2 NFAT5 NR3C1 PCMT1 PDPK1 PLP1 PNPLA6 POGK PPP2R1B PPP4R3A PURA RAD23B RECK RGS3 ROBO2 SEMA3F SHOC2 SLC25A51 SLC44A1 SNRPA SSR1 STC1 TIPARP TRIOBP UBTD1 ZEB2 ZNF451 ZNF827 CCAGGGG_MIR331 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CCAGGGG_MIR331 ABHD17A ALX4 ANKRD13B AP2A1 ASXL1 ATOH8 ATP1B4 ATXN2L B4GALT2 B4GALT5 BAIAP2 C1orf109 CACNB1 CLDN2 CNTNAP4 CPLX2 CPSF2 CREBRF CRIM1 DAG1 DCAF1 DLGAP4 DNAJB5 EGR3 ENSA EXOC7 FAM78B FBXL19-AS1 FHIP2B FURIN FXR2 GABBR1 GGT7 GNAZ GNB2 HOXA3 IGF2BP1 KCTD15 KHNYN KMT5A KSR1 LDLRAD2 LGALS3 LRCH4 MAP2K7 MBD6 MEIS1 MEIS2 MIDEAS MINK1 MTURN MYCL NBEA NEUROD2 NKIRAS2 NRP2 NSD2 OSR2 PABPN1 PARP10 PCNX2 PHC2 PHLPP1 PLPP7 POLR3H PPP2R5B PRDM8 PTGIR RAB5B RAF1 RARG RELL2 RHCG RIC8B RIMS4 SEMA6A SLC25A1 SNX17 SOCS1 SPRY4 SYT7 TAMALIN TAOK2 TBC1D10B TCEANC2 TSPAN18 TSPOAP1 USP2 VCP VTI1A XPO7 YPEL4 ZBTB39 ZNF513 ZNF609 ZNF652 CCAGGTT_MIR490 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CCAGGTT_MIR490 ACACA AHCTF1 ARHGAP33 AVL9 CAMTA1 CD63 DDX17 DIPK2A DUSP13 ERC2 ETF1 FAM219A FAM76A FBXL19 GAL3ST3 GGT7 GNB2 GTDC1 HAPSTR1 HIC2 HMGA2 KCNK7 LUC7L MBLAC2 MDGA2 MSI1 MTERF4 NHS NPM1 NR2C2 NRIP1 NUFIP2 OGT OXR1 PAPOLA PAPPA PATZ1 PAXIP1 PBRM1 PCBP1 PCBP2 PPME1 PRKX PSME3 RAB1B RASAL2 SCN4B SCRT2 SETD2 SLC1A3 SLC35A4 SLC39A14 SLC6A6 SMARCD1 SMG1 SMURF1 SOX11 SUGP1 SZT2 TAF5 TGFBR1 TNKS2 TRMU UBFD1 ZNF395 CCATCCA_MIR432 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CCATCCA_MIR432 ABCB9 ACACA ADIPOR1 AIRE ARID2 BCORL1 CALN1 CAMTA1 CAPN6 CHD9 CLK2 COL11A1 CXXC1 DUSP13 DYNLL1 ELK1 ERP29 EXOC3L1 FURIN GPM6A GTF2I H3-3A HECW2 IDH3G IGF2BP2 KIAA1755 KLHL18 LARP4B LEP LRP5L LRRC1 NAA50 NTRK3 PCDH10 PCGF3 PPM1E PPP1CB PRKG1 PTGIR RAB10 RAB5IF RBCK1 RPS6KA3 RSBN1 SIN3A SLC22A7 SLC7A8 SMURF1 SOX2 SOX4 SPTBN4 SZT2 TLK2 TM9SF3 TMEM47 TOX4 YPEL5 ZGPAT ZNF775 CCCACAT_MIR2993P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CCCACAT_MIR2993P ABCE1 ABTB3 ACACA ADD1 AGBL5 AP1G1 APBB3 ARRDC3 BCL11A CD164 CDC42 CHST2 CNNM4 CUX1 CYB5R3 EPHA7 FBXO33 FOXP4 GIT1 IFIT1 IQSEC2 ITGAV KCNMA1 KIRREL3-AS3 KLHL17 LUC7L3 MAPRE3 MUC4 NDST1 NGFR PARP6 PAXIP1 PDLIM2 PDZD11 PLEKHH2 PPME1 RAB6A RAB6C RABEPK RNF43 RUNX1T1 SMC1A SP4 TCF4 TIMP3 TMEM35A TOP1 TRPM3 UBE2H VEGFA WDR81 XKR7 ZNF207 ZNFX1 CCCAGAG_MIR326 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CCCAGAG_MIR326 ACACA ACRBP ADAMTS6 ADGRG2 AGPAT4 AHCYL2 ANKFY1 ARPP21 ATP2B2 ATP8B2 ATXN1 AUP1 BCL11B BCL2L1 BRPF3 BSDC1 BTBD3 C9orf24 CACNA1E CAGE1 CDH22 CDK2AP1 CEBPA CELF2 CEP192 CEP85 CIC CNBP COPS7A CORO2B CRHR1 CRIM1 CSNK1G3 CTCF CYP1B1-AS1 DAG1 DBNDD2 DIDO1 DLGAP2 DRD2 DRD3 DUSP15 EGLN2 EGR4 EHMT2 ELK1 EML2 EPHA8 EPHB3 EPN2 ERG28 ESRRA EYA3 FAIM2 FAM53C FBXL20 FDX2 FNDC3A GABBR2 GGT7 GNAO1 GPI H6PD HNRNPA2B1 HTR2C IGF2BP1 INAVA ITSN1 KCNIP2 KCTD15 KIAA0513 KLHL14 LIMK1 LRRC32 LRRTM1 METAP1 METTL15 MIEF2 MIR600HG MMP24 NAV3 NCALD NCKIPSD NHS NLK NRP1 OGT OTP OXSR1 PABPC1L2A PALM PAPPA PAX8 PHLPP2 PIP4K2C PKIA PLXNA2 PPM1E PPP1R3F PPP1R9B PPP3CB PPP4R1 PTCH1 PTGDS PTK7 PURG PXN RALGAPA1 RALGPS2 RAP2A RARG RASL10B RASSF1 RFLNB RHOT1 RIMS4 RPGR RPS6KA1 RPS6KA3 RTL6 RUNX3 SAMD4B SCARF1 SEC63 SEMA6D SLC27A4 SLC38A3 SLC4A5 SLC8A2 SMAD6 SNCB SOX12 SPOCK1 SPRYD3 SRPRA SSH2 ST3GAL3 ST8SIA2 SUGP1 SYNGAP1 TBL1XR1 TCF4 TFAP4 TLN1 TMEM127 TSPAN14 UBE2J2 UBE2O UBXN10 VLDLR VPS39 WHRN YBX2 ZBTB7B ZMIZ1 ZNF609 CCTGAGT_MIR510 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CCTGAGT_MIR510 ACIN1 ALDH6A1 BAGE2 CAMK2G CAPZA2 CAV1 CEBPB CLIP3 CRIM1 CTDNEP1 EPHB1 FAM53C FANCI GGT7 HIC2 HLF HMGB3 ING4 IP6K2 LRFN2 NOVA1 NR2C2AP OAZ2 PIGA POMGNT1 PPP2R5E PRKAB1 RBM3 RNGTT RORB SERF2 SF1 SFRP2 ST7L ST8SIA2 TCEANC2 TRIP12 WAPL ZDHHC9 ZHX2 ZNF410 ZNF655 CCTGCTG_MIR214 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CCTGCTG_MIR214 ABLIM3 ACLY ACP4 ACVR1B ADORA2A AFF2 ALKBH6 AMMECR1L ANKS1B ANO7 APOBEC2 ARHGAP31 ARID5A ARL2 ARMC5 ARPC5L ARPP21 ARVCF ATP2B4 ATP8B5P ATXN7L1 BACE1 BACE2 BAZ2A BCL11A BRPF1 BTBD1 CACNA1I CADM1 CAMTA1 CBL CD247 CD47 CDC42SE1 CDIPT CELF2 CELSR2 CERS1 CHMP4B CLASP1 CPEB4 CPSF4 CRKL CRY2 CSF1 CXXC5 DGKZ DNAJB6 DOCK9 DOK4 DOLPP1 DUSP15 EGLN2 EIF4G1 ERLIN2 ESRRA EZH1 FAM133B FAM53C FBXW5 FNDC5 FOXO4 FZD7 GALNT18 GALNT7 GANC GNAI2 GOLGA2P10 GPR85 GRAMD2B GRIN1 GRM7 HAGH HAPSTR1 HDGF HDLBP HERC2P9 HMG20A HMGN3 HNRNPU HOXC4 HSD17B8 HTR2C IFT46 IGDCC3 IL17RC ING1 IPO11 IPO7 IQSEC2 ITCH JAZF1 JMJD8 KCNJ14 KIFC3 KLC2 KMT5A KPNA3 LARP1 LDOC1 LHX6 LMOD1 LRATD2 LSM12 LUZP1 LY6E MAPK1IP1L MAPT MARCHF6 MARK2 MARK4 MB21D2 MED19 MID1 MINK1 MLLT10 MOBP MOG MRM2 MROH7 MYEF2 MYO18A NAA15 NAA50 NBL1 NCKIPSD NDUFAF5 NEDD4L NKAPD1 NMB NPTXR NRIP1 NRP1 NRXN3 NUFIP2 OXR1 PAFAH1B1 PANK1 PANK2 PAPPA PARD6G PARP16 PARP6 PCDH17 PCDH20 PCDH7 PDRG1 PELI3 PGF PGRMC2 PHC2 PHF6 PIANP PICK1 PIK3AP1 PIM1 PLAGL2 PLCB4 POU4F2 PPM1A PPME1 PPTC7 PTER PURB QKI RAB14 RAB15 RAB35 RAB4B RAD54B RALGAPB RAP1GAP2 RAPGEFL1 RASSF5 REPIN1 RETREG2 RGL4 RGMA RIMS3 RIMS4 RNF40 RNF44 RTF1 RTN2 SALL1 SDAD1 SEC24C SEPTIN4 SFSWAP SGCD SHISA6 SIGMAR1 SLC16A3 SLC25A3 SLC7A8 SMARCC1 SMARCD1 SNHG11 SNURF SNX12 SNX24 SOCS7 SORCS1 SPTBN2 SRGAP3 SRSF1 SSBP3 SYNE4 TAF15 TBC1D10B TBC1D25 TBL1XR1 TCN2 TFAP2C TGOLN2 TMED10 TMEM248 TMEM258 TRAPPC3 TRIP10 TRPM2 TRPS1 TUBA4B TWF1 UBE2R2 UGGT2 UMOD USP46 VASN VEZT WDTC1 YAF2 YWHAZ ZBTB20 ZBTB39 ZBTB41 ZFAND3 ZFAND6 ZHX3 ZIC1 ZMYM6 ZNF609 CCTGTGA_MIR513 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CCTGTGA_MIR513 ACHE ADD3 AGAP2 AGAP3 ANTXR2 ARHGEF9 BAIAP2 BCL2L11 BICRAL BLCAP BMP8B BNIP3L BTG1 C1QL4 CA10 CACNA2D4 CALM3 CCDC117 CCDC65 CCND1 CDC14B CGB1 CGB2 CLK2 CLK3 CNTNAP2 CRY2 CSNK1G1 CTNND1 CYP1B1 DCUN1D4 DDRGK1 DMPK DNM3 DPYSL2 DRD3 EI24 ELAVL2 ELFN2 ENC1 EPHB2 EVL EYA1 FAM76B FEM1C FGFR1 FIZ1 FREM1 GABRE GGNBP2 GNAZ HNF1B IER5 KAT2B KAT6A KCND3 KLK15 LRRC14 LUC7L3 MAP3K12 MAP4K5 MAPK7 MBD6 MINDY4 MPPED2 MTCP1 MTUS1 MYCBP NAT8L NAV2 NEBL NPAS3 NSD2 NTRK2 OGT OTUD4 PDXK PGM2L1 PIP4K2B PPARGC1A PPM1E PPP1R16B PPP1R3B PPP6R3 PRMT2 PRX PSMD10 PSMF1 PURA PXN QKI RAN RBM4B RBPMS2 RGS5 RIC3 RICTOR RNF41 RUNX1T1 SARM1 SEMA4F SERP1 SERTAD4 SFN SH3GL3 SMG7 SNN SRGAP2 SRGAP3 SRRM2 SYP SZT2 TBR1 TIE1 TLE4 TMEM260 TRIM71 UBE2K UGT2B15 USP21 VPS35 WDFY3 WIPI2 YTHDF3 ZNF329 CGCAAAA_MIR450 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CGCAAAA_MIR450 AMD1 CEP83 CREB1 DSCAM DUSP10 MEIS2 NRXN2 SOX2 ZNF385A CGCTGCT_MIR503 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CGCTGCT_MIR503 ACHE ADAMTSL1 ANKZF1 AP3D1 ATG9B BSN CCDC106 CCND1 CCND2 CHPF DNAAF3 EIF4G1 EMC6 FANCA HS6ST2 ING4 IP6K1 LRCH4 OTP PPFIA3 SMARCA1 USP2 VEZF1 ZNF423 CGGTGTG_MIR220 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CGGTGTG_MIR220 GPX1 LHX2 NSD2 PAX2 SPTBN4 THRB CGTCTTA_MIR208 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CGTCTTA_MIR208 CSNK2A2 ETS1 MED13 MIER3 NLK QKI SP3 TTN CTACCTC_LET7A_LET7B_LET7C_LET7D_LET7E_LET7F_MIR98_LET7G_LET7I https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CTACCTC_LET7A_LET7B_LET7C_LET7D_LET7E_LET7F_MIR98_LET7G_LET7I AAK1 ABCB9 ABCC10 ABCC5 ACER2 ACSL6 ACVR1B ACVR1C ADAM15 ADAMTS5 ADAMTS8 ADRB2 ADRB3 AHCTF1 AKAP6 AMMECR1L ANKFY1 ANKRD28 ANKRD49 AP1S1 APBB3 ARHGAP20 ARHGAP28 ARHGEF15 ARID3B ARPP19 ARRDC4 ATOSB ATP2A2 ATP2B1 ATP2B3 B3GNT6 BACH1 BCL2L1 BEGAIN BIN3 BLOC1S6 BRWD1 BZW1 BZW2 C14orf28 C15orf39 C8orf58 CACFD1 CACNG4 CBFA2T3 CBL CBX2 CCDC71L CCNF CCNJ CCR7 CD200R1 CDC25A CDH22 CDIN1 CDV3 CEMIP2 CEP120 CERCAM CGNL1 CHD4 CHRD CLASP2 CLDN12 CLP1 CLUH COIL COL14A1 COL1A1 COL1A2 COL24A1 COL3A1 COL5A2 CPA4 CPD CPEB2 CPM CPSF4 CRY2 CTNS CYP19A1 CYP46A1 DAGLA DCAF15 DCLRE1B DCUN1D2 DCUN1D3 DCX DDI2 DDN DDX19A DDX19B DHX57 DIAPH2 DKK3 DLGAP4 DLST DMD DOCK3 DOT1L DPF2 DPP3 DTX2 DVL3 DYRK1A E2F5 E2F6 EDA EDEM3 EFHD2 EGR3 EIF4G2 ELF4 ELOVL4 ELP1 EPRS1 ERCC6 ERGIC1 ETNK2 EXOC3L1 EZH2 FAM104A FAM118A FASLG FBXL12 FGF11 FIGN FNDC3A FNIP1 FRAS1 FZD4 GABBR2 GALE GALNT1 GALNT15 GAN GAS7 GCNT4 GDF6 GGA3 GNAL GNG5 GNPTAB GOLGA7 GOLT1B GPR137 HAND1 HIC2 HMGA1 HMGA2 HOXA1 HOXC11 HOXD1 HSPA14 HTR4 IGDCC3 IGDCC4 IGF2BP1 IGF2BP2 IGF2BP3 IGSF1 IKBKE IL13 INTS2 IQSEC2 IRS2 ITGB3 KATNBL1 KCTD17 KCTD21 KIAA0930 KIF21B KLF9 KLHDC8B KLHL13 KLK10 KMT2E LCORL LGR4 LIMD2 LIN28A LIN28B LINGO1 LMX1A LRATD2 LRIG1 LRIG2 LRIG3 LRRC17 LSM11 LTN1 MAP4K3 MAP4K4 MAPK6 MASP1 MDFI MECP2 MED8 MEF2D MEIS3 MGAT4A MGLL MIB1 MIEF1 MXD1 MYCBP MYO1F NAA30 NAP1L1 NAPEPLD NCOA1 NCOA3 NDST2 NFASC NHLRC3 NIPA1 NKAPD1 NKD1 NLK NME4 NME6 NOVA1 NPHP3 NRARP NRAS NSMCE2 NUP98 NXT2 OPRM1 OSBPL3 OSMR PAK1 PALD1 PAPPA PARD6B PARP6 PBX2 PBX3 PCDH19 PCGF3 PCYT1B PDGFB PDPR PGM2L1 PHF8 PIGA PLA2G15 PLA2G3 PLAGL2 PLCXD3 PLD3 PLEKHG6 PLEKHH1 PLPP6 PLXND1 PNKD POLR3D PPP1R12B PPP1R15B PPP1R16B PRDM2 PRPF38B PRRX1 PRTG PTPRU PUDP PYY2 RAB11FIP4 RAB15 RAB40C RALB RANBP2 RASGRP1 RASL10A RASL10B RBM38 RDH10 RDX RFX6 RGS16 RICTOR RIMOC1 RIOK3 RNF20 RNF5 RNF7 RNFT1 RPS6KA3 RPUSD2 RPUSD3 RRP1B RSPO2 RUFY3 SCD SCN4B SCN5A SCRT2 SCUBE3 SEMA3F SEMA4C SEMA4F SEMA4G SFSWAP SGCD SIGMAR1 SLAMF6 SLC16A14 SLC20A1 SLC25A18 SLC25A24 SLC25A27 SLC26A9 SLC35D2 SLC4A4 SLC5A6 SLC6A1 SLC8A2 SLF2 SMAP2 SMARCAD1 SMARCC1 SNAI3 SNN SNX16 SOCS1 SOCS4 SOWAHA SOX13 SP8 SPATA2 SPINDOC SPRYD4 SSH1 STAT3 STIMATE STK40 STX17 STX3 SYT11 SYT7 TAF9B TBKBP1 TBX5 TEAD3 TGFBR1 TIMM17B TMED5 TMEM121B TMPRSS2 TNFRSF1B TOB2 TRABD TRAPPC1 TRIM41 TRIM67 TRIM71 TSC1 TSPAN18 TTL TTLL4 TUSC2 UFL1 UHRF2 ULK2 UNC5A USP32 USP32P2 USP38 USP6 VANGL2 WDR37 WNT1 XKR8 YOD1 ZBTB39 ZBTB5 ZC3H3 ZCCHC3 ZFYVE26 ZNF280B ZNF282 ZNF318 ZNF354A ZNF362 ZNF512B ZNF583 ZNF644 ZNF710 ZNF740 CTACTAG_MIR325 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CTACTAG_MIR325 ABRAXAS2 ANKRD28 ARL5B ARRDC3 ATP1B1 BAAT CELF1 CRK CSNK1A1 GLRA2 HNRNPH3 NEXN PACC1 RIMBP2 SLC49A4 TAFA1 TMCC1 ZNF654 CTACTGT_MIR199A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CTACTGT_MIR199A ABCA1 ACTG1 ACVR2A ADAMTSL3 ADGRG2 AEBP2 AFAP1 AFF4 AKIRIN1 AKT3 ANK2 AP1G1 APLP2 ARHGAP20 ARHGAP21 ARHGAP24 ARID4B ARRDC3 ASCL1 ATF3 ATP1B1 ATP1B2 BAZ2B BMP2 BRSK2 BTBD7 BZW1 C1orf21 C6orf62 CALCRL CAMTA1 CBL CCM2 CCNT2 CD24 CDC42 CDH22 CDK17 CHD7 CITED2 CPEB4 CSNK1G1 CTDSPL2 CXXC5 DCBLD2 DGKI DLG3 DNMT3A DPP10 DPP4 DPY30 EBF3 EDEM3 EHD3 EML4 ETV1 FAM193A FAM222A FGF12 FN1 FNBP1L FOS FOXP1 FOXQ1 FXR1 GABRA4 GALNT18 GFPT2 GIGYF2 GLT8D2 GOLGA4 GOLGA6L9 GOLGA8A GOLGA8B GOLGA8EP GOLGA8G GPM6A HECTD2 HOXA9 HYOU1 ITGB8 KCNK1 KCNMB2 KDM3A KDM6A KIN LIFR LRRC1 LRRC4C LUC7L3 LZTS3 MAN2A1 MANEAL MAP2K1 MAP3K4 MAP6 MBD6 MBNL1 MEF2D MEIS2 MET MTOR NAA15 NAA25 NACC1 NAT14 NFE2L2 NID2 NINL NOVA1 NRP2 NXPH1 PDGFRA PDIK1L PDS5B PHF12 PHF6 PHLPP2 PI4K2B PLAG1 PLEKHH1 PLOD2 PPP1R12A PPP2R5E PROSER1 PSD2 PTPN5 PTX3 QKI RAB2B RBL2 RBM25 RBM39 RLIM RNF111 RNF139 RNF141 RREB1 RUNX1 SCUBE3 SECISBP2L SEMA6C SIK2 SIPA1L3 SLC26A9 SLC4A4 SLC7A6 SLCO5A1 SMARCA2 SNN SOBP SORCS3 SPAST SRF STAT6 SUB1 SUMO3 TAB2 TACC2 TAF5 TANC1 TGIF1 TGIF2 TMEM161B TNRC6B TOP1 TSPAN5 USP11 UXS1 VCAN VEGFA VLDLR WAPL WSB1 YTHDC1 ZBTB18 ZBTB4 ZEB1 ZFAND4 ZHX1 ZNF638 ZNF654 ZNF706 CTAGGAA_MIR384 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CTAGGAA_MIR384 ACVR1 AQP4 ARFIP2 ASAP2 ATP2C1 BABAM2 CD200 CELF2 CHRD DCTN5 DDX3X ELL3 EPC2 ERBIN ESRRG EXOC5 FBXO11 FNDC3B FOXN3 GFRA2 GNAI2 GPM6B GPR83 GTF2B HAO1 HAPSTR1 HDGF HFM1 IL17RC KMT5A LAMC1 LYPD6 METAP2 MOSPD1 NAV2 NCAM1 NLK PCDH19 PICALM POM121 PRDM4 PRKACB PTGER2 PTN REM2 RIMS2 RIMS4 SIX4 SLC35F1 SLC39A14 SMG1 SPOPL SRGAP3 SRSF7 SYNGAP1 SYTL2 THBD UBE2E3 UBR3 UNC5C USO1 WDR48 YY1 ZNF664 CTATGCA_MIR153 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CTATGCA_MIR153 ACTN4 ADAM19 ADGRA2 AGO1 AKAP6 ANK1 APC APLP2 APP ARF1 ARHGAP5 ARHGAP6 ARL4A ARPP19 ASB7 ASXL1 AUTS2 BMPR2 BPNT1 BPTF BSN BTBD7 C6orf120 C9orf40 CADM2 CAMK2G CAMKK2 CANX CAPN15 CBFB CCSER2 CDK13 CELF2 CELF6 CIB2 CITED2 CKAP4 CLCN5 CLTC CMIP CNN3 CREBBP CREM CTDSPL2 CUX2 CYFIP2 DACH1 DCP2 DDIT4 DLGAP2 DLX1 DMD DOT1L DPYSL5 DUSP3 EFNA3 EFNB2 EPC1 EPHA4 ERO1B EXT1 FAM171A1 FAM210B FBXL3 FEM1C FGF7P6 FGFR2 FLRT2 FOXO1 FURIN GALNT7 GCA GFPT2 GLCCI1 GMCL2 GNAI3 GRB2 HEY2 HLCS HNRNPA1 ING2 INHBB ITSN2 JAG1 KANSL1 KBTBD8 KCNA6 KCND1 KCTD5 KCTD6 KDSR KLF13 KLF5 KLHL3 KMT2D LAMC1 LAMP1 LARP1 LDOC1 LRP12 MAGI1 MAPK1IP1L MAPK4 MAT2A MCL1 MFAP3L MFN1 MIER3 MKNK2 MKX MORC3 MYB MYCBP MYCL NAA50 NAV2 NEUROD1 NEUROD6 NFE2L2 NPTN NUDT4 NUP58 ORC2 OSBPL6 OTUD4 PAX2 PDLIM7 PDS5A PIK3R1 PIP5K1C PLCB1 PLEKHA3 POU4F1 PPARGC1A PPM1D PPP3CA PRDM2 PRR16 PTCH1 QKI RABGAP1 RAI14 RASA1 RASSF4 RGS7BP RNF165 RNF26 ROBO2 ROCK2 RPL22 RPS6KB1 RYR2 RYR3 SCML2 SCRT2 SEMA4G SEPTIN11 SERTAD2 SETD7 SFPQ SGK3 SH3BP4 SIGMAR1 SIX4 SLC10A3 SLC1A2 SLC30A3 SLC4A4 SLC9A6 SLCO5A1 SMARCD2 SNAP25 SNCA SOX11 SPHK2 SPTSSB SRC SRSF10 SUN2 SYT1 TAF5 TAGLN3 TBC1D19 TENT4A TES TESK2 TFDP2 TGFBR2 TMEM168 TNRC6B TP53INP1 TP53INP2 TPCN1 TRAK2 TTYH3 UBA2 UBE2W UBR1 USP28 UXS1 VAMP2 WDR26 WIPF1 WIPF2 XKR4 YBX1 YIPF2 ZBTB2 ZCCHC14 ZCCHC2 ZDHHC1 ZFPM2 ZFYVE9 ZNF385C ZNF518A ZNF609 ZNFX1 ZNRF2 CTCAAGA_MIR526B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CTCAAGA_MIR526B ACP4 AKIRIN1 ARHGAP36 ARRB1 ARX ASTN1 BMT2 CAPN3 CCDC106 CCSER2 CD200R1 CDK6 CEP83 CHODL CNPY3 CPEB2 CRIM1 DAZ1 DAZ2 DAZ3 DAZ4 DDX3X DIO2 DNER DRD3 ELMOD3 FGF1 FRMPD4 GMPPB HECW2 HERC4 HHIP HMG20A HSD11B2 ICA1 IL1A MED20 MKLN1 MLLT10 MPZ MTUS1 NAMPT NF2 NPHP3 NRBF2 NSF OGT ONECUT1 PCDH17 PDIA6 PHF6 PML PPP3R1 PRKCQ PSME3 PSMF1 PTGES2 RAB1A RGS12 RHOT1 RNF40 ROBO1 SLITRK4 STRN3 TARP TGFBR1 THAP1 THRAP3 TWIST1 UBE2Q1 UBE2V2 WDR97 ZFHX4 ZFP36L1 ZFP91 ZNF827 CTCAGGG_MIR125B_MIR125A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CTCAGGG_MIR125B_MIR125A ABCC5 ABHD3 ABHD6 ABR ABTB1 ACER2 ADAM11 ADAM9 ADCY1 ADD2 ADGRB1 AGO2 ALPK3 ANKRD50 ANPEP ANTXR2 AP4E1 APOBEC1 ARFGEF3 ARID3B ASB13 ASB6 ASIC1 ATOH8 ATP10D ATP1B4 ATP5MC2 ATXN1 BAK1 BAP1 BAZ2A BCL9L BCLAF3 BMF BMPR2 BRPF1 BRPF3 BSN CACNB1 CASC3 CASP2 CBX7 CCDC71L CCNJ CD34 CDC42SE1 CDK16 CDR2L CEP85 CGN CNNM1 COPS7B CORO2A CPEB3 CPSF6 CRB2 CSDE1 CSNK2A1 DAG1 DALRD3 DCTN1 DDX42 DENND6A DERPC DICER1 DIRAS1 DIS3L2 DLL4 DNAJB5 DOCK3 DPF2 DRAM2 DVL3 DYNLT3 E2F3 EAF1 EIF1AD EIF4EBP1 EIF5A2 ELOVL6 EMID1 ENTPD4 EPB41L4A ESRRA ESYT1 ETS1 ETV6 EVA1A FAM118A FAM131B FAM53C FAM78A FBXW4 FCHSD1 FLOT2 FNDC3B FOXS1 FUT4 GALNT14 GALNT7 GANC GGA2 GGT7 GOPC GPC4 GRB10 GRIN2A GRSF1 GTPBP2 HCN4 HIC2 HIVEP2 HMGB3 HOMEZ HOXB3 HOXC6 IER2 IKZF4 IL16 IP6K1 IQSEC2 IRF4 IST1 ITGA9 ITGB3 JADE2 KCNH7 KCNIP3 KCNS3 KCTD21 KHNYN KIAA1522 KLC2 KLF13 KLHL24 KMT5C LACTB LBH LFNG LIFR LIMD2 LIN28B LINC02145 LNPEP LOXL1 LRFN2 LRP4 LYPLA2 M6PR MADD MAMDC2 MAN1B1 MAP2K7 MAP3K10 MAP3K11 MAP6 MAPK14 MASP1 MCL1 MED15 MEGF8 MEIS2 MEMO1 MFN1 MFSD13A MIB1 MIDEAS MKNK2 MLF2 MMP11 MSI1 MTMR3 MTUS1 MXD4 MYLK MYO18A MYT1 NCAN NCOR2 NECAB3 NEFM NEU1 NIBAN2 NIN NIPA1 NKAPD1 NRM NT5DC1 NUP210 OAZ2 OLFML2A ORC2 OSBPL9 PAFAH1B1 PAN2 PAPOLA PARP14 PCGF6 PCSK7 PCTP PELI2 PHC2 PHOX2B PHYHIP PLAGL2 PLXNA1 PODXL PPAT PPME1 PPP1CA PPP2R5C PPP4R3A PRDM1 PTPN18 PTPRF RAB3D RAB8B RABL6 RAPGEFL1 RBM38 RBM7 RET RETREG2 RETREG3 RFXANK RHOQ RHOT2 RNF121 RNF144B RNF40 RNF44 RPS6KA1 RTN2 RUFY3 SAMD10 SARM1 SATB2 SCARB1 SCN2B SEC31B SEMA4B SEMA4C SEMA4D SEMA4F SERTAD3 SET SGPL1 SH3BP4 SH3BP5L SIRT7 SLC17A7 SLC25A15 SLC27A4 SLC35A4 SLC38A9 SLC39A9 SLC4A10 SLC4A4 SLC7A1 SLC7A6 SLC8A2 SLITRK6 SMARCD2 SMG1 SMURF1 SNAI1 SOCS4 SORT1 SOX11 SPEG SPTB SRF SRRM3 SSTR3 ST6GAL1 ST8SIA4 STARD13 STAT3 STC1 SUV39H1 SYN2 SYVN1 SZRD1 TAF9B TBC1D1 TBC1D25 TBX4 TEF TGOLN2 TLK2 TMEM161B TMEM168 TMPRSS13 TOR2A TP53INP1 TRAPPC14 TRAPPC6B TRIAP1 TRIL TRIM71 TRPS1 TSEN54 TXNRD1 UBE2G1 UBE2L3 UBE2R2 UBE2W UBN1 UBTD1 ULK3 USP12 USP37 UVRAG VANGL2 VCPIP1 VDR VEGFA VPS4B WARS1 WIPF2 XKR7 ZBTB47 ZBTB7A ZFHX2 ZFYVE1 ZNF236 ZNF385A ZNF691 ZNF76 ZSWIM4 CTCCAAG_MIR432 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CTCCAAG_MIR432 ABCA9 ABCC3 ACE AGO1 AKIRIN1 ALKBH8 AMFR ANKRD28 ANKZF1 AP3S1 ARL5B BACE1 BRPF1 CA3 CAPN3 CAVIN2 CDPF1 CELSR2 CHKB CPEB2 CPT1B CRB3 CSE1L DAB2IP DCTN3 EEF1DP3 EHD3 EML4 ESRRA FAM171A1 FDX2 FN1 FNTB FURIN GARRE1 GRIA2 HIF1AN HMGA2 HOMER2 HOXA5 HSPA14 HYCC2 INO80C KCNH5 KDM5C KIAA1522 LUZP1 NFAT5 NR5A2 NSD2 PDE1B PDE4A PDLIM5 PHLPP2 PITPNC1 PLAGL2 PMP22 POLDIP2 POLE3 PRPF4B PSD3 PURA RASGRP4 RGS7BP RNF44 SLMAP SMCR8 SPARC SPTY2D1 SRSF1 STK35 STRADA TBC1D22B TLN1 TMEM245 TOX4 TRIM9 TRPC3 TSHZ3 VGLL3 VXN ZFP91 ZNF503 CTCTAGA_MIR526C_MIR518F_MIR526A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CTCTAGA_MIR526C_MIR518F_MIR526A ADGRB3 ANK2 ANTXR1 ARGLU1 ARL2BP BCL2L2 BRINP3 CBX4 CBX8 CCDC9B CD9 CELF2 CREBRF CS DMRT3 DNAJC21 DTNA EGLN3 FBRS FHL1 FLT3 GTF3C2 H3-3B HMGN1 HNRNPR HYCC1 IL1RAPL1 ING3 JPH4 KCNIP2 KLF12 KLHL7 MLEC MYO3B NREP PIK3CD PUM2 RBM3 SCRT1 SLC25A3 SLC25A33 SLC4A10 SLTM SMC1A SOBP SORCS1 SRSF5 SS18 TAB1 TBC1D8B TBR1 TJAP1 TMEM117 USP8 WAPL ZC3H12B ZFP36L1 ZKSCAN2 CTCTATG_MIR368 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CTCTATG_MIR368 AFF4 ASXL1 BDNF CABLES1 CACNA1G CAPN3 CNIH1 CSTF3 DACH1 DLX1 EYA4 FBXL3 FEM1C FGF7P6 GRB2 MEF2C MMP19 MMP25 MYLK NFIB PARD3B PAX2 PTGES2 RASAL2 RGS4 RNF11 SATB2 SEPTIN7 SET SGMS1 SMARCA2 SRSF3 TM2D1 TRNP1 UTS2 VHLL VPS54 XKR6 ZDHHC1 ZNF146 CTCTGGA_MIR520A_MIR525 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CTCTGGA_MIR520A_MIR525 ABCE1 ABCG4 ABL1 ACACA ALG8 AMMECR1L APLN ARF3 ARHGEF40 ARID5A ATF2 ATG16L1 ATRN ATXN1 BCL11B BCL7A BSN CADM2 CAMK2A CAMK2G CAPN3 CD28 CDCP1 CDH20 CDK2AP1 CELF2 CGN CLCA3P CLTB CLUH COL4A3 CTDSPL DCHS1 DEDD DHRS11 DTNA EIF4E2 ERC2 ETV5 FAM53C FN1 FNBP1 FZD9 GCLC GFRA2 GNB2 GTF2H1 HCAR2 HMGA1 HMGCLL1 HNF1B HOXD10 IKZF4 ILRUN KLF13 KMT2A KRT34 KRT40 LASP1 MAPK1 MAPKAP1 MDGA2 MEIS2 METTL22 MROH7 MSH5 MXD1 NAA15 NAB1 NCOR2 NFE2L1 NHS NMT1 NOVA1 NSD1 NUMA1 NUP58 OGT ORMDL3 OTX2 PABPN1 PAFAH1B1 PAK5 PART1 PBX3 PCDH19 PGF PHF13 PIGF PLXND1 POGZ PPP1R3F PPP1R9B PPP2R5E PPP3R1 PPP4C PPP4R3A PPP6R3 PRDM1 PSMC3IP PTEN PUM2 QKI RAB11FIP1 RAB5IF RAPGEFL1 RB1 RBM12 RNF220 RPUSD3 RSBN1 SATB2 SDC1 SEC22A SEH1L SEMA6D SEPTIN7 SINHCAF SLC11A2 SLC22A2 SLC26A6 SLPI SMARCA1 SMG1 SMOC1 SNX27 SOGA1 SON SP8 SPON1 SPRY4 STAT6 STOML1 STX3 TCF7L1 THADA THY1 TMCC2 TNPO2 TPM3 TRIM33 TSHZ1 TSPAN2 TWIST1 UBASH3B UBE2C UBE2D2 UNG USP5 VPS54 WNT3 WNT7A YDJC YTHDF3 ZC3H6 ZFP91 ZNF655 ZNRF2 CTGAGCC_MIR24 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CTGAGCC_MIR24 AARS1 ABCB9 ACAN ACBD4 ACVR1B ADAM19 ADCY9 ADPRM AJUBA AMMECR1 AMOTL2 ANGEL1 APBA1 APOA5 ARHGEF5 ARID5B ARPP21 ATP13A2 ATP6V0A2 AVL9 B3GNT6 BCL2L11 BCL2L2 BHLHE22 BSN C14orf180 C17orf49 C8orf58 CACNB1 CALCR CCDC88B CCT3 CD164L2 CDKN1B CDV3 CDX2 CENPT CITED4 CLCN6 CLIP2 CLK2 CLUH CMTM4 CNOT6 CNTFR COL11A2 CREBL2 CSK DAGLA DCAF11 DCBLD2 DDN DENND5A DHX30 DLC1 DLGAP4 DNAJB12 DOCK3 DUSP16 DYRK2 EDA EPHA8 EXOC5 FAM78B FBXL19 FGFR3 FST FURIN G6PD GABBR2 GAL3ST3 GBA2 GPAT3 GPC4 GPX3 GRIA3 H2AX HAP1 HIC2 HIP1R HNF1B IGFBP5 ING5 INPP5B INSIG1 IP6K2 KCNK2 KCTD21 KDM5C KIF21B KLHL1 KLHL3 KMT5C KPNA3 LINC02913 LMBR1L LRFN2 LYPLA2 MAFG MAGI1 MAPK7 MAPK8IP1 MARCKSL1 MARK4 MATR3 MBD6 MBOAT7 MCHR1 MEN1 MIDN MIX23 MLEC MMP14 MMP16 MNT MOCS1 MTMR14 MXI1 NAPRT NAV2 NDST1 NEDD9 NEFM NEK4 NEK9 NELL2 NEUROD1 NFXL1 NSD2 OGT OTUD5 PAK4 PARP6 PCDH10 PCDH17 PCNX2 PDGFRA PER1 PER2 PHC1 PHF20L1 PHF23 PIGS PIM1 PIM2 PIP5K1B PLCL2 PLK3 PLOD2 PLPPR2 POGZ PPM1G PRKRIP1 PRSS8 PSAP PSKH1 PTGER4 PTPN9 PTPRD PTPRF PURA PYY2 RAB5B RAB5C RANBP10 RAP1A RAP1B RAP2C RARG RASA1 RASGRP4 RASSF2 REEP1 REXO1L1P RGL2 RHBDL1 RNF11 RNF138 RNF150 RNF165 RNF2 S1PR1 SAP130 SBK1 SCML2 SCRT2 SEMA4A SEMA6B SESN1 SFXN5 SLC12A6 SLC19A2 SLC26A10P SMAGP SMCR8 SNN SP1 SP6 SRGAP3 SSH2 STC2 STRADB STX5 SYP SZT2 TAB2 TAF5 TAOK1 TMCC2 TMEM161B TMEM9 TNFRSF19 TOB2 TOP1 TRIM33 TRIM55 TRPC4AP TRPM6 TSPAN14 VAV1 VGLL3 VSTM4 VXN WDTC1 XPO4 YBX2 YOD1 ZBTB44 ZER1 ZNF217 ZXDA ZXDB CTGTTAC_MIR194 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CTGTTAC_MIR194 AGO1 AP1G1 ARHGAP21 ARHGAP5 ARID2 ASAP1 BCL2L11 BMT2 BTBD7 C18orf25 CDK19 CEP350 CHD1 CHD4 CHD6 CHD9 CLLU1 COLCA1 CSNK1D CTDSPL2 DEPDC1B DMD DNMT3A DUSP9 EHBP1 EPC2 ERGIC2 EXOC5 FBXW7 FMR1 FOXA1 GABRB3 GIPC1 GLIS3 GMFB GRHL2 GRHL3 GYG1 HBEGF HNF1B HOOK3 HS3ST2 ITSN1 KLF12 KMT5A LGI1 LIMK2 LIN28B LRRC9 LRRFIP1 MBNL2 MECP2 MEIS2 MIB1 MID1IP1 MIDEAS MRPL35 MYRF NAA50 NCL NFAT5 NUDC OSBPL11 PAN3 PDHB PFKFB2 PITPNM2 PTPN12 PTPN20 QKI RAB11FIP2 RAB6B RSBN1 RSBN1L RTL3 SDC4 SEPHS1 SLC2A3 SLC30A8 SNX1 SOCS2 SPCS2 ST18 STX16 SUFU SUMO2 TAF4 TARDBP TBC1D25 TEFM TGIF1 TJAP1 TLN2 TMEM43 TRIM23 TRIM9 TRIP12 TRPS1 TSPAN7 TTC7B UBR3 VAPA WAPL YTHDF1 ZBTB39 ZFHX4 ZNF25 ZNF395 CTTGTAT_MIR381 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CTTGTAT_MIR381 ABCA1 ABRAXAS1 ACSL3 ACTG1 ACVR2A ADGRL1 AGPAT3 ANKRD12 ANKRD50 ANKS1B ANO4 APPBP2 ARGLU1 ARID4B ARPP21 ASXL2 ATRN AZIN1 B3GNT5 BCL11A BCL11B BHLHE22 BIRC6 BRD7 BTBD7 CACNA1C CARMIL3 CCNT2 CDIN1 CDK2AP1 CEBPA CGGBP1 CHD4 CLCF1 CLIP3 CNOT7 COL3A1 CREBRF CSTF3 CXCR4 DCUN1D3 DDX6 DHX40 DLC1 EIF1 EIF3A EIF4G2 EIF4G3 ELOVL7 EPB41 EPB41L1 EPHA3 EPHA4 ETF1 ETS1 FAM117A FCHO2 FLRT3 FOXF2 GAD1 GAS2 GFRA1 GID4 GJA1 GORASP2 GRM1 GRM8 GTF2I HBP1 HIPK1 HMBOX1 HNRNPH2 HNRNPR INSIG1 IQSEC2 ITCH JADE2 JAG2 JPH1 KALRN KANSL1 KCTD15 KCTD3 KHDRBS1 KIF1B KLF12 KLF4 KPNA3 LARP1 LCOR LRRC4 LURAP1L LZTS2 MAP4 MBNL2 MECOM MED13 MED13L MED14 MEIS2 MFSD14B MITF MPHOSPH9 MSL2 MTSS1 NAMPT NAP1L5 NAV3 NBEA NDUFAB1 NEXMIF NFIA NFKBIA NHS NIN NLK NR5A2 NRXN1 OSBPL3 PAN3 PAPOLA PAPOLG PARD6B PDAP1 PDGFC PDS5A PDS5B PHF2 PMP22 PNRC1 PPP4R3B PRDM12 PRMT6 PRPF38B PRRC2A PSIP1 PTBP3 PURG QKI R3HDM1 R3HDM2 RAB11FIP2 RAB2A RALGPS1 RAP2C RBSN RC3H1 RETREG3 RHOQ RNF111 RNF13 RNF144A RNF2 ROCK2 RPL35A RPS6KA3 RPS6KB1 RRAGB SATB1 SCAF8 SEMA3C SEMA6D SEPTIN11 SHANK2 SIAH1 SIPA1L2 SLC24A3 SLC38A2 SLC6A8 SLMAP SNRK SNRNP40 SOX4 SRRM1 SSH2 ST8SIA2 STAG1 STX12 SYNCRIP TBC1D15 TCHP TLN2 TRIM63 TUT4 UBE2E2 UBE3A UBE4A UBN1 UBR1 UBR3 UBR5 VCPIP1 VSNL1 WAPL WEE1 WNT5A XPO7 YTHDF1 ZBTB22 ZFAND3 ZFPM2 ZMYND11 ZNF532 ZNF770 CTTTGCA_MIR527 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CTTTGCA_MIR527 ACSL4 ACTR10 ACTR3 ACVR1 ADD2 ADGRG2 ADRA2B AEBP2 AKIRIN1 AMER2 AMMECR1L ANKRD12 ANTXR2 AP1G1 API5 ARID4B ARPC2 ARPP19 ATP11A ATXN1 B4GALT2 BCL11B BICD2 BNC2 C1orf21 CACNA1E CACUL1 CADM4 CALD1 CAMK2A CBX7 CCDC82 CDK13 CHD9 CHIC2 CHST11 CNOT7 COL19A1 COL1A1 CORO1C CPEB4 CREB3L2 CRISPLD2 DAG1 DAPK2 DCLK1 DHX40 DLX3 DNAJA2 DPP10 DSCAM DTNA EFNB2 EGR3 ENPP5 EPB41L1 EPB41L4B ESRP2 FAM13B FAM78B FCHSD2 FNDC3A FOXJ2 FOXO4 FRMPD4 FUT4 FYTTD1 FZD4 GADD45A GCG GGT7 GNAT1 GNPTAB GOLM2 GPR85 HAP1 HARS2 HBP1 HMBOX1 HOXA13 HSPA14 HTR2C IDH3A IMPDH1 IVNS1ABP KCNIP2 KCNMA1 KCNS2 KDM2A KIF1B KIF3B KLF12 KLHL13 KMT5B KPNA3 KPNA4 L3MBTL3 LGI1 LIMD2 LPCAT4 MAFK MAP3K14 MAPK14 MAPRE1 MARCKS MBNL1 MBNL2 MCU MECP2 MEF2C MEF2D MEMO1 MIER3 MKNK1 MMP24 MORF4L1 MRPL17 MYCN MYLIP MYLK4 NAA30 NBEA NCALD NCKIPSD NDRG1 NFASC NOVA1 NR3C2 NR4A2 NSG1 NUDT4 OCRL OGDH OTUD4 PABPN1 PAFAH1B2 PAN3 PAX2 PAX6 PBRM1 PDE7B PFKFB4 PHF6 PHLDA3 PIANP PITX1 PLCB1 PLEC PLXNA2 PMEPA1 PNN POU4F2 PPP2R5E PRC1 PRKCA PRKD1 PTEN PTGFRN PTK2B PTPRM PUM1 RAB33B RAB8B RAP1A RAP1GAP2 RBBP7 RFX1 RHOB RNF111 RNF165 RNF38 ROBO1 RP2 RPP14 RPS6KB1 RSBN1 RTN2 RUNX3 SALL1 SAMD4A SATB2 SEC11A SEMA6D SENP7 SEPTIN11 SEPTIN6 SET SFMBT1 SLC35A3 SLC35D1 SMARCA2 SOCS3 SOX11 SOX21 SPEN SPTSSB SREK1IP1 SRGAP3 SRPK2 SRSF7 STAG2 STK38 SV2A SYT7 TACC1 TAPT1 TARDBP TBC1D19 TBX15 TCF12 TEAD1 TNRC6A TNRC6B TRIM23 UBALD1 UBE2A UBE2D2 UBFD1 ULK1 ULK2 USP12 VPS13A WDR26 WDR47 WIPI2 WNT3 WT1-AS ZBTB4 ZCCHC17 ZEB2 ZFPM2 ZIC1 ZNF532 ZNF800 ZNRF2 CTTTGTA_MIR524 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CTTTGTA_MIR524 ABCA1 ABHD4 ADAM10 ADAMTS6 ADAMTSL3 ADD1 ADGRL2 ADIPOR1 ADNP ADRA2C AFF4 ANP32B API5 APPL1 APPL2 ARHGAP33 ARHGEF12 ARID4B ARL4A ARMC8 ARPP19 ASTN2 ATP2B1 ATP2B2 ATP8A1 ATXN2 BAZ2B BBOF1 BICRAL BRD8 BSDC1 BTBD10 BTBD7 BZW1 C14orf28 CACNA2D2 CALU CBX3 CBX5 CCAR2 CCDC91 CDC42 CDC42BPB CDH9 CDK2AP1 CDO1 CELF1 CELSR3 CEP57 CETN2 CHD7 CILK1 CNPPD1 CNR1 CNRIP1 CNTNAP3 COL11A1 COL14A1 CPEB2 CPEB3 CPEB4 CPLX2 CPNE2 CREBZF CREM CRHBP CRISPLD1 CRMP1 CSDE1 CSMD3 CSNK1E CTHRC1 DACT3 DBN1 DCAF7 DCLK1 DDHD1 DDX6 DHX40 DIP2C DIRAS2 DKK2 DLG5 DLX1 DLX6 DOCK1 DUSP6 DYRK1A EBF3 ECT2 EDN3 EED EIF4E EIF5 ELAVL2 ELOA EP400 EPB41 EPHA3 EPHA5 EPHA7 ERBIN ERCC8 ETS2 EXOC5 FAM120C FAM131A FAM76A FBXO30 FBXW11 FKBP1A FNBP1L FOSL1 FOXN3 FOXP1 FRAT1 GADD45A GALNT7 GATAD2B GBX2 GIGYF2 GLUD1 GMEB2 GNAI1 GNAI3 GNAO1 GNL1 GOLT1B GPBP1 GPM6A GPR180 GRIA2 GRID1 GSPT1 GSPT2 GTDC1 HADHB HDAC1 HECTD1 HEPACAM HES1 HEY2 HIPK1 HIVEP2 HMGA2 HNF1B HNRNPA2B1 HNRNPF HNRNPK HNRNPU HOOK3 HOXA7 HOXB7 HOXB8 HOXC13 HOXC8 HOXD13 ID4 IGDCC4 IGIP IGSF11 IL1A IL1RAPL1 ING5 INTS6 IQGAP1 IRS2 IRX5 ITGA3 ITGA9 IWS1 JADE2 JAZF1 JMJD1C JUN JUND KALRN KAT2B KCNN4 KCNQ3 KCTD13 KHDC4 KHDRBS1 KIF5A KLHL32 KLHL5 KMT2E KMT5A KPNA4 KRTCAP2 L3MBTL3 LAMP2 LAMTOR5 LARP1 LEF1 LGR4 LHX6 LINGO1 LMO3 LMO4 LRBA LRP1B LRP5 LRRC32 LRRC3B LRRC59 LRRFIP2 LRRTM3 LSM14A LTN1 LYPD3 MACIR MAP3K10 MAP4K3 MARK4 MB21D2 MBNL2 MDGA2 MEF2C METTL9 MFSD14A MGAT2 MIER1 MITF MOSPD2 MTCH1 MTM1 MTPN MTSS1 MXD1 MXI1 MYRF NAA15 NACC1 NAV3 NBEA NCOA1 NCOA3 NDEL1 NECAP1 NEXMIF NFIA NFIX NHS NKRF NLGN3 NLK NPAS4 NPC1 NR2F2 NR4A2 NR4A3 NR5A2 NRK NSD3 NUDT4 NUP58 NXF1 OLFM1 ORMDL3 OTP P4HA2 PAPOLG PARVA PATZ1 PAX6 PCDH17 PCDH9 PCGF2 PCGF3 PDCL PDE2A PDZRN3 PEX3 PEX5 PFN2 PHF20L1 PHF21A PIP5K1A PLAGL2 PPFIA3 PPM1B PPP1CB PPP1R16B PPP1R1B PPP1R8 PPP2CB PPP2R1B PPP3CA PPP5C PRDM1 PRICKLE1 PRKAB1 PRKRA PRPF38B PRRX1 PSD PTPN13 PTPN2 PTPRE PTPRU PUM1 PUM2 QKI QSER1 RAB11A RAB21 RAB40C RAC1 RAI14 RANBP9 RAP1B RARB RBFOX1 RBM39 RCAN2 RCE1 RGS7BP RHO RIOK1 RNF111 RNF220 RSBN1 RTF1 RTL6 RUNX1 SBF2 SCAMP5 SCN4A SEC24B SEH1L SELENOF SELENOS SERF2 SERP1 SESN1 SESTD1 SINHCAF SIPA1L2 SKIL SLC17A6 SLC1A3 SLC25A12 SLC30A7 SLC6A6 SLITRK3 SLITRK4 SMAD3 SMAD4 SMARCAD1 SMOC2 SMURF2 SNIP1 SOBP SON SORBS2 SORT1 SOX11 SOX4 SOX8 SOX9 SP1 SP3 SP4 SP5 SP8 SPEN SPRY4 SPTSSA SPTY2D1 SRSF10 SRSF2 SRSF5 SRSF6 SSB SSH3 STARD3 STAT4 STRBP TAB2 TAF12 TAF4 TAFA1 TANC1 TBL1X TCERG1L TCF7L2 TEAD1 TGFB3 TJP1 TLE4 TLX3 TMEM184B TMEM39B TNFAIP1 TNFAIP2 TNFSF11 TNKS1BP1 TNKS2 TP53INP1 TPM3 TRIM23 TRPS1 TSC22D2 TSHZ1 TUFT1 UBE2D3 UBE2E3 UBE2N UNC79 UQCRFS1 USP12 USP33 VAV3 VGLL3 VIRMA VPS13A WASF2 WDFY3 WDR44 YPEL2 YWHAQ YY1 ZBTB6 ZBTB7A ZEB2 ZFP91 ZFR ZFX ZIC1 ZMIZ1 ZNF106 ZNF609 ZNF655 ZNF711 GACAATC_MIR219 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GACAATC_MIR219 ABHD13 ADD2 AFAP1L2 AFF4 AGPAT3 AKAP13 APPL2 ARID3B ATG14 BICRAL BTBD7 CACUL1 CAMK2G CBFA2T3 CBX2 CC2D1A CCDC28A CD164 CD2AP CDK2AP1 CELF2 CGNL1 CHD7 CPEB2 CPEB3 CSRNP3 CXXC5 DAZAP1 DCBLD2 DCP2 DDAH1 DNAJC6 EGR3 ELK1 ELMOD2 ELOVL7 EPHA4 ERG ERGIC1 ESR1 ETV5 EYA1 EYA2 FAM120C FAM91A1 FBXL17 FBXO3 FHIP1B FMNL2 FOXJ3 FURIN FZD4 GBA2 GSE1 GTPBP1 HAS3 HOMER2 ING3 INPP5J INSIG1 ISL1 ITSN1 KBTBD8 KCNH8 KCNJ2 KIF1B KLF9 LAPTM4A LARP4B LCOR LIMK2 LPGAT1 LPP MAPT MCF2L2 MEF2D MFNG MKNK2 MRTFA MTAP NCOA1 NEK6 NR2C2 NRIP1 NTNG1 OCRL OTX2 PCDH17 PDE4D PDGFRA PDZRN4 PHACTR2 PHF19 PI4K2A PIP5K1C PKNOX1 PODXL PPARGC1A PPP1R14B PTPRU PURG RBM24 RECK RNF6 RORB RTL9 S100PBP SCN5A SDK1 SEMA4G SH3D19 SHC1 SKIDA1 SLC30A4 SLC31A1 SLC39A10 SLK SNRK SOX6 SP4 SYNGAP1 SYT5 TACC1 TBXT TGFBR2 THRB TMEM98 TRAF7 TRHDE TSC22D2 TTBK1 UBASH3B UBE2N UBE2Z UBE3A UBR1 ZBTB18 ZC3H12B ZCCHC24 ZDHHC2 ZNF609 ZNF800 ZNF827 GACAGGG_MIR339 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GACAGGG_MIR339 ABLIM2 ACP4 ADGRL1 ANKZF1 ARHGAP29 ARHGAP36 ARRDC3 ATXN2L BCL6 BLCAP C3orf18 CDIP1 CDK14 CELF6 CNNM4 CNOT6 CTDSPL CTIF CYTH1 DNAJC7 EMILIN2 EMX2 EPHA4 ERI3 FHL1 FLT1 GRM3 HAP1 HNRNPA1 HNRNPA1L2 HNRNPK KCNMA1 KDM5B KLF11 MAP3K7 MAPRE1 MYO1C NACC1 NFASC NHERF1 NNAT NOVA1 NRXN1 NXPH1 PAFAH1B1 PAPPA PLEKHH3 PODXL POMT2 PPP6R2 PPP6R3 PURB RASSF1 SGCD SHISA7 SLC4A10 SYNGAP1 THRA TMEM183A TRPC3 UBE3A UNC5C USF2 USP8 VAT1 VCP WDR81 GACTGTT_MIR212_MIR132 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GACTGTT_MIR212_MIR132 ADAMTS5 ADCY3 AFF4 AKIRIN1 AMD1 ANP32A ARHGAP32 ARHGEF11 ARID2 ATXN1 AZIN1 BCAN BNC2 BNIP2 BOLL BRCA1 BRI3 BRWD1 BTBD7 BTG2 C19orf47 C1QL1 CALU CBX1 CDK14 CELF2 CFL2 CNIH1 CRACDL CREB5 CSDE1 CTDSPL2 DAG1 DAZAP2 DEDD DESI2 DHX57 DNAJA2 DNAJB14 DPYSL3 DUSP9 DYNLL2 EIF4A2 ELFN2 EP300 FAM167A FAM76B FAM91A1 FEM1C FKBP2 FOXA1 FOXO3 FUBP1 FXR1 GTDC1 H2AZ1 H3-3B H3-5 HMGA2 HMGXB4 HNRNPM HNRNPU ILRUN ISL1 JPT1 KCNA6 KCNJ12 KCNJ2 KCNK2 KLHDC10 KMT5B LARGE1 LIN28B LRRC55 LRRFIP1 LSM11 LZTS3 MAF MAPK1 MAPKAP1 MECP2 MEPCE MEX3B MEX3C MIDEAS MMP16 MYCBP2 NCALD NDRG4 NEIL2 NFYA NMNAT2 NOVA1 NPAS4 NR4A2 NREP NSD3 OLFM1 OSBPL8 PAIP2 PAPOLA PCDH10 PCGF3 PEA15 PFN2 PHF12 PHF20L1 PLXND1 PNN POM121 PPM1G PPP2R5C PRICKLE2 PRPF4B PRRT2 PSMD12 PTBP2 PURB PXN RAB15 RASA1 RDX RFX3 RGS7BP SAP30L SCN3A SEMA4G SEMA6A SEPHS1 SGK3 SIRT1 SLC30A6 SLC6A1 SOX11 SOX4 SOX5 SOX6 SPPL3 SPRED1 SPRY1 SPTSSA SRGAP3 SSH2 TAF15 TAF4 TCF7L1 TIMM9 TJAP1 TMEFF1 TRIM2 TSC22D3 TUT4 USP9X USP9Y WT1 YWHAG ZBTB18 ZEB2 ZFC3H1 ZNF644 GAGACTG_MIR452 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAGACTG_MIR452 ABCC5 ACVR2A ADGRG6 ADGRL1 ADIPOR2 AMMECR1L AXIN2 BCAS3 BCL2L2 BOLA2 CADM1 CALU CBX1 CCPG1 CDC42EP3 CELF1 CILP CNOT7 CPSF7 CTBP1 DCLK1 DHX57 DOCK11 DPP10 DYNLL1 DYRK1A EEF2 EIF4E EN1 EPB41L4B EPHB3 FAM53C FBXO11 FLRT3 FOXO3 GGA3 GIGYF2 GK5 GTDC1 GTF2E1 HOXC8 HYCC2 ILRUN ITPKA KIF24 LDB1 LZTS1 MAPK6 MEIS1 MOB3B MTMR4 NPEPPS NXPH1 OCRL OGT P4HA1 PAIP2 PCDH17 PDP1 PLA2G4A PLXNB1 PPM1G PPP1R12A PPP2CA PRICKLE2 PRRX1 RAB35 RAB8B RBM14 RHOT1 RORC RSBN1 SH3GLB1 SLC25A23 SLC25A27 SLC6A9 SNX27 SP1 SPTY2D1 SYNCRIP TAF4 TCF12 TCF20 TCF4 TLN1 UBE2K UBFD1 UTP15 VPS37A ZDHHC5 ZFAND5 ZFC3H1 ZIC1 ZNF644 GAGCCAG_MIR149 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAGCCAG_MIR149 ACACA ACLY ACVR1B ADD1 ADGRB1 AFF2 AMOTL2 APOB APPL2 ARHGEF5 ARID1A ARPC4 ATP2A2 B3GAT1 BAIAP2 BCL2L2 BHLHE22 BRPF3 BTG2 CASP2 CBX1 CCDC6 CCDC88B CCNI CCT3 CD47 CD59 CD72 CDK17 CEP95 CHKB CLCF1 CLCN6 COL4A3 CREBL2 CRTC2 CTCF CYB5B DCLRE1B DLG4 DLL1 DNAJB12 DUSP16 EDA EPHB3 ESYT3 EXOC5 EXT1 FAM104A FBXL16 FCHSD1 FOSL1 FRMD4A GIT1 HERC2P9 HNRNPA1 HS6ST2 ICA1 ID4 IGF2BP1 IGFBP5 IGSF9B IQSEC2 JADE2 KAT7 KCNK5 KHSRP KIAA2026 KLHL3 LHX6 LMBR1L LONRF1 LPCAT4 LRCH4 LSM12 LUC7L3 MARCKSL1 MCAT MIB1 MLEC MPI MPZ MYCL MYO18B NAV2 NCDN NDST1 NF2 NFIB NTRK3 OXSR1 PAK3 PCDH19 PDGFRA PHC1 PHLDB1 PHLPP2 PIP4K2B PKDCC PLAG1 PLEKHA6 PLPP3 POLR3H PPM1F PRPS2 PURB RAB3D RAP1A RAP1B RIMS4 RNF2 RPS6KB2 RSBN1L SEC24C SEMA4G SERF2 SF1 SH3PXD2A SHROOM2 SLC11A2 SLC6A8 SLCO3A1 SMYD5 SNCB SP1 SRC SRSF5 TBC1D22B TCF12 TEX261 TFAP4 TLCD3B TMEM245 TMEM50B TNFRSF19 TNXB TOP1 TRIM55 UBAP2 UBTD2 USP10 VLDLR YWHAZ ZBTB2 ZMAT4 ZNF335 GAGCCTG_MIR484 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAGCCTG_MIR484 ACVR1B AGO1 BCL11A BTG4 C2orf68 CBL CENPB CEP41 CMPK1 COL12A1 CRTC2 DACH1 DAG1 DCBLD2 DENND5A DGCR8 DLEC1 DLL4 DND1 DOLPP1 DPYSL2 EDA EIF4G2 EMC6 EZH1 FAM13A FGF1 FOXO4 FRMPD4 GAPVD1 GRB10 GTDC1 HIC2 HIPK1 HIVEP2 HLA-DOB HNF1A HOXA5 HSPG2 HTT IDO2 IPO11 KDM2A KDM4A KIAA0930 KLF12 KMT2A LBH LPCAT4 LYPLA2 LZTS3 M6PR MAP3K11 MAP4K2 MAPKAPK2 MINK1 MROH7 MTF2 MYCBP2 NAV1 NFATC4 NFE2L1 NFIA NFKBIZ NSD2 PCDH19 PCDH7 PGBD5 PHC2 PITPNA PLEKHH2 PMCHL1 PMCHL2 PRKCB PRM1 PRPF4B PRRT2 PTGER4 PTPRE PTPRF RAF1 RETREG1 SCARA3 SEMA4G SERTAD1 SLC6A1 SNN SORBS2 SP6 STX5 TAF1L TEX261 TRIM33 TRIOBP TRPS1 TYSND1 WDR90 YJEFN3 YTHDF3 ZFHX2 ZFYVE1 ZIC1 ZIC5 ZNF667 ZNRF1 ZYG11B GAGCTGG_MIR337 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAGCTGG_MIR337 ABCA9 ABCF1 ACOT7 ACSL5 ADGRL1 ALDH1A2 AMDHD2 AP1S3 ARAP3 ATXN2L B3GAT3 B4GALT3 BCAP29 BCL2L1 BNC2 BNIPL BRD2 BTG2 C16orf86 C22orf46P CACUL1 CAMK2G CAMKV CCDC120 CCDC88B CD44 CEMIP CHD4 CHRD COMMD3 DGKI DGKZ DLEC1 DNAJB2 DNAJB5 DPH2 DSCAM EFNB1 EHMT2 EI24 EMC3 FAM131B FAM133B FAM53C FBXL17 FOS FOSL1 GIT1 GLCCI1 GLYR1 GPD1 GPRASP2 GRAMD1A GRK6 H1-0 HERC4 HOXB5 IER5L IFFO1 INTS11 IQSEC2 ITGA11 JPH1 JUNB KCND1 KCNH8 KLF11 KLF12 KLF13 KMT2A KRT40 LBX1 LIMK2 LRRC4 LRRC75A MAP3K3 MAP3K9 MAT2A MBD6 MCRS1 MDGA2 MFN1 MRPS16 MSTO1 NAV1 NFASC NR1D1 NSD2 NSD3 OPCML OVOL1 PACSIN2 PARD3B PARP6 PARVA PDGFRB PGAP2 PHAF1 PHF13 PHF2 PLAGL2 POGZ PPP1R3F PPP1R9B PSD3 RAB15 RANBP10 RARA RASGRP4 RGS16 RNF121 RNF165 RNF19A RNF44 ROM1 RREB1 RUSF1 S100A8 SBK1 SEC24C SEMA6A SEPTIN6 SH2B3 SKIDA1 SLC12A5 SLC1A2 SLC25A22 SMARCD2 SMG1 SND1-IT1 SNX27 SORT1 SP7 SPRY3 SRSF1 SSBP3 STIP1 TBC1D2B TEAD3 THRA TMEM191A TMUB2 TOMM34 TOR2A TRIM35 TSPYL5 TWIST1 TXNL4B TYSND1 UBAP1 UBR7 UHRF2 USP19 USP6 VAMP1 VCP XBP1 YPEL1 ZBTB47 ZFAND3 ZMYND11 ZNF609 ZNF827 GCAAAAA_MIR129 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCAAAAA_MIR129 ABCC5 ACSL4 ACTN1 ADGRL3 AGAP1 AGAP4 AGO3 AMD1 ANKS1B AP3B1 APC ARL5A ARNT ATP2B4 BACH2 BCL6 BCLAF3 BMPR2 BPTF BTBD10 C11orf65 C14orf28 CACNG2 CAMTA1 CBX7 CDC42EP3 CELF2 CELF4 CEP192 CHD7 CIB2 CTNND1 CXCL5 DAB2IP DDX3X DDX6 DLGAP2 DLX2 DNAJC13 DOCK3 DUSP10 EFL1 EFNB2 EFR3A EIF4G3 EP300 EPHA8 EPHB1 ESRRG ETS1 ETV1 FAM13B FBXW7 FHIP2A FIGN FMR1 FNDC5 GABBR2 GALNT1 GFRA2 GLYR1 GNAZ GRM7 HERC4 HIC2 HMGB1 HNRNPA1 HNRNPA1L2 HNRNPK HOXC10 HOXC4 IGIP IGSF22 ILF3 ING3 IRF2BPL ISL1 ITGA6 JAG1 JAKMIP3 KCTD1 KDM1B KDM2A KLHL32 LMNA LSM12 MAN1A1 MARCHF5 MARCKSL1 MATR3 MED13L MED26 MEIS1 MEIS2 MYT1L NEBL NFXL1 NIPBL NKAIN2 NPEPPS NR2C2 NR3C2 NR4A2 NRG2 NRXN2 NUFIP2 OXR1 PAPOLB PAX2 PAX6 PCDH7 PDLIM5 PDS5A PDZRN4 PEG3 PHF12 PHF21A PIEZO2 PIK3R1 PITPNA PITPNB PLCG1 PMEPA1 PPP1R12A PRDM1 PRKCB PSD3 PSMA7 PTP4A1 PTPRZ1 RAB21 RBMS1 RBMS3 RNF165 RPS6KB1 RSBN1 RUNX1 RUNX1T1 SBK1 SCN8A SEC14L1 SFMBT1 SGMS1 SH3KBP1 SIAH1 SLBP SLC17A6 SLC25A27 SLMAP SLTM SOX2 SOX4 SP100 SP3 SP4 SP8 STAT5B STOX2 SUN2 SYT1 TAOK3 TBC1D15 TENT4B TGIF2 TMTC4 TOX TP53INP1 TRIO TSHZ1 UBE2R2 USP6 VCP VPS26A XKR4 YAF2 YWHAH ZBTB10 ZFP36L1 ZFX ZMAT2 ZMYM5 ZNF281 ZNF385A ZNF608 ZNF609 GCAAGAC_MIR431 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCAAGAC_MIR431 ALG8 AMIGO1 BICD1 BTBD1 BTF3L4 CAMTA1 CD34 CELF2 CEP170 CHODL CHST2 COL12A1 DHX30 EPB41L1 ESRRG KCNJ2 KDM5A LAMC2 LAMP5 LHX8 LRRC37A6P MAP1A MAP2K4 MSI2 N4BP1 NETO1 NR3C2 NR4A3 NRCAM NRG2 PDLIM7 PITPNA PTPN2 PTPRF RAB24 RBCK1 SMAD4 SPATA8 STX5 TBX15 TMEM200B TOR2A UBE2D1 ZNF280C ZNF644 GCAAGGA_MIR502 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCAAGGA_MIR502 AKAP3 AKT3 ARCN1 BCL11A CASP2 CDK2AP1 CDKN1B DAPK1 DDX11 DIO2 DOCK3 DONSON DOT1L DTNA EAF1 EIF2S2 EIF4G2 EPHA4 ESCO1 ESYT3 EXOC3L1 FAM110A FBXO24 FHIP2B FOXN2 GABRB2 GADD45A GLIS2 GNB1 GPN1 HOXD3 IDO2 ING4 KITLG KLHL3 LEF1 MACROD2 MAP1A MAP2K4 MID1 MIER3 MPZL1 MXI1 NFXL1 OGT PABPC1 PABPC3 PAN3 PANK2 PDPK1 PHF23 PLP1 RAB1B RAB30 RILPL1 RIMBP2 RIMS4 RNF31 SFXN2 SGCD SGIP1 SORBS2 SPTY2D1 SRGAP3 TESK2 TMEM115 TOB1 YTHDF3 ZFP91 ZMAT1 ZNF236 GCACCTT_MIR18A_MIR18B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCACCTT_MIR18A_MIR18B ADAMTS13 ADD3 AEBP2 AKR1D1 ALCAM ANKRD50 ARHGEF5 ARL15 ASXL2 ATXN1 ATXN2L BHLHE22 BRWD3 BTG3 C11orf87 CAMSAP2 CCDC106 CCDC88A CCN2 CDC42 CDK19 CLASP2 CLIP3 CLK2 CREBL2 CRIM1 CSRNP3 CTDSPL DIP2C DPP10 EHMT1 EPB41L1 ESR1 ETV6 FAM136A FCHSD2 FNBP1 FRMD4A GAB1 GCLC GIGYF1 GLRB GRHL2 HIF1A HMBOX1 HSF2 IGF1 IGF2BP2 IRF2 KDM2A KDM5B KIT KLHL20 KMT5A LIN28A MACIR MAN1A2 MAP7D1 MDGA1 MEF2D MESP1 NAA50 NAV1 NCOA1 NEDD9 NFAT5 NR1H2 NR3C1 PACSIN1 PARP6 PDZD2 PHF19 PHF2 PHF20L1 PIAS3 PRICKLE2 PRKACB PSD3 PSME3IP1 PTGFRN PURB RAB11FIP2 RAB1B RAB5C RABGAP1 REXO2 RHOT1 RUNX1 SAR1A SH3BP4 SIM2 SLC17A9 SMAD2 SMAP2 SNURF SOCS5 SON SORBS2 STK4 SUCO TARDBP TEX2 TMEM248 TNRC6B TRIB2 TRIM2 TRIOBP TSHZ3 UBE2Z UBTD2 VMA21 WSB1 XYLT2 ZBTB4 ZBTB44 ZBTB47 ZFP36L1 ZNF367 ZNF704 GCACTTT_MIR175P_MIR20A_MIR106A_MIR106B_MIR20B_MIR519D https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCACTTT_MIR175P_MIR20A_MIR106A_MIR106B_MIR20B_MIR519D ABCA1 ABHD2 ACSL4 ADAM9 AFF4 AFG1L AGFG2 AGO1 AHCTF1 AJUBA AKAP13 AKT3 AKTIP ALX4 ANK2 ANKFY1 ANKRD13C ANKRD28 ANKRD50 ANKRD9 ANO6 APBB2 APP ARHGAP1 ARHGAP12 ARHGAP35 ARHGEF10 ARHGEF11 ARHGEF18 ARHGEF3 ARID4A ARID4B ARL4C ASF1A ATAD2 ATG16L1 ATG2A ATL3 ATP1A2 ATP2B2 ATXN1 BAHD1 BAMBI BCL11B BCL2L11 BCL2L2 BHLHE41 BICD2 BMPR2 BMT2 BNC2 BNIP2 BRMS1L BTBD10 BTBD7 BTG3 C14orf28 C2CD2 C6orf120 CA10 CACUL1 CADM2 CALD1 CAMK2N1 CAMK2N2 CAMTA1 CAMTA2 CAPN15 CC2D1A CCND1 CCND2 CCNG2 CCNJ CCNT2 CCSER2 CD69 CDC37L1 CDKN1A CELSR2 CENPO CEP120 CEP57 CEP97 CERS6 CFL2 CHD5 CHD9 CIC CLIP4 CLOCK CMPK1 CNOT4 CNOT6 CNOT7 COL4A3 CREB5 CREBRF CRIM1 CRK CRY2 CSNK1G1 CSRNP3 CTDSPL2 CYP26B1 DAZAP2 DCAF8 DCBLD2 DCUN1D3 DDHD1 DDX11 DDX5 DEDD DENND10 DENND10P1 DERL2 DIP2A DLGAP2 DMTF1 DNAJB6 DNAJB9 DNAJC16 DNAJC27 DNM2 DPYSL2 DPYSL5 DUSP2 DUSP8 DYNC1LI2 DYNLT5 DYRK1A E2F1 E2F3 E2F5 EEIG1 EFCAB14 EFL1 EFNB1 EGLN3 EGR2 EHD3 EIF4G2 EIF4H EIF5A2 ELK3 EMSY ENPP5 EPAS1 EPHA4 EPHA5 EPHA7 EREG ETV1 EZH1 F3 FAM117A FAM117B FAM13C FASTK FAT2 FBXL5 FBXO21 FBXW11 FCHO2 FEM1C FGD1 FGD5 FJX1 FLT1 FNBP1L FNDC3A FNDC3B FOXA1 FOXJ2 FOXJ3 FOXL2 FRMD4A FRMD6 FURIN GAB1 GABBR2 GABPB2 GAN GATAD2B GBF1 GID4 GIGYF1 GNB5 GOSR1 GRAMD1A GRHL2 GRM7 HABP4 HAPSTR1 HAS2 HBP1 HDAC4 HECA HIF1A HLF HMGA2 HMGB3 HYCC2 IGF2BP1 IKZF4 IL25 INO80 INTS6 IP6K1 IRF1 ITCH ITGB8 ITPRID2 JAZF1 JOSD1 JPT1 JRKL KAT2B KBTBD8 KCNJ10 KCNMA1 KCNQ2 KDM2A KIAA0513 KIAA1522 KIF23 KIF3B KIF5A KLF11 KLF12 KLF9 KLHL20 KMT2C KMT2D KMT5B KPNA2 KPNA3 L3MBTL3 LAPTM4A LDLR LDLRAP1 LHX6 LHX8 LIMA1 LIMK1 LMO3 LPGAT1 LRIG1 LUZP1 LYPD6 M6PR MAP3K11 MAP3K12 MAP3K14 MAP3K2 MAP3K3 MAP3K5 MAP3K8 MAP3K9 MAP7 MAPK4 MAPK9 MAPRE1 MAPRE3 MARCHF8 MARK4 MASTL MAT2B MCL1 MECP2 MED12L MEX3D MFAP3L MIDN MIER2 MINK1 MKNK2 MKRN1 MMP24 MORF4L1 MTLN MTMR3 MYCN MYO1D MYT1L NAA30 NABP1 NAGK NANOS1 NAPEPLD NBEA NBL1 NCOA3 NDEL1 NEDD4L NEK9 NETO2 NEUROG1 NEUROG2 NFAT5 NHLH1 NIPA1 NKIRAS1 NPAS2 NPAS3 NPAT NPLOC4 NR2C2 NR4A2 NR4A3 NRP2 NTN4 NUP35 OCRL OGA OLFM3 ORMDL3 OSBPL5 OSR1 OTUD4 OXR1 P2RX4 PAF1 PAFAH1B1 PAFAH1B2 PAK5 PANX2 PAPOLA PARD6B PBX3 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 PCYT1B PDGFRA PEX5L PFN2 PGBD5 PHF1 PHF6 PHLPP2 PHTF2 PIK3R1 PKD1 PKD2 PKIA PKNOX1 PLAG1 PLAGL2 PLCB1 PLEKHA3 PLEKHM1 PLEKHO2 PLS1 PLXNA1 POLQ PPARA PPP1R21 PPP2R2A PPP3CA PPP3R1 PPP6C PPP6R2 PPP6R3 PREX1 PRR15 PRR16 PRRG1 PRRX1 PSD PTEN PTGFRN PTHLH PTPN3 PTPN4 PTPRO PURA PURB QKI RAB10 RAB11FIP1 RAB22A RAB30 RAB5B RABEP1 RABGAP1 RAP2C RAPGEF4 RAPGEFL1 RASD1 RASGEF1A RASL11B RASSF2 RB1 RB1CC1 RBBP7 RBL1 RBL2 REEP3 RETREG2 RETREG3 RGL1 RGMA RHOC RHOV RNF128 RNF6 RPS6KA1 RPS6KA3 RPS6KA5 RRM2 RSBN1 RSRC2 RSRP1 RTN2 RUNX1 S1PR1 SACS SAR1B SASH1 SCML2 SCRT2 SEMA4B SEMA4G SENP1 SERP1 SERTAD2 SET SFMBT1 SGMS1 SH3BP5 SH3PXD2A SIK1 SIKE1 SINHCAF SIPA1L3 SKI SLC17A7 SLC1A2 SLC22A23 SLC24A4 SLC2A4 SLC2A4RG SLC30A3 SLC40A1 SLC4A7 SLC6A9 SLITRK3 SMAD5 SMAD6 SMAD7 SMC4 SMOC1 SMOC2 SNX16 SNX21 SOBP SOCS6 SORL1 SOX4 SP8 SPOPL SPRY4 SPTY2D1 SQSTM1 SRGAP3 SRPK1 SRSF2 SS18L1 SSH2 SSX2IP ST6GALNAC3 ST8SIA2 STAT3 STC1 STK38 STX6 STYX SUCO SUMF1 SYAP1 SYBU TAL1 TANC1 TAOK2 TBC1D8B TBC1D9 TBL1X TBX3 TENT5C TET1 TGFBR2 TGOLN2 THRA TIMP2 TLCD3A TLE4 TMCC1 TMEM127 TMEM131L TMEM168 TMEM50B TMEM64 TMUB2 TNFAIP1 TNFRSF21 TNFSF11 TNFSF12 TNKS1BP1 TNKS2 TNRC6A TNRC6B TOPORS TP53INP1 TP53INP2 TRAPPC14 TRIM3 TRIM36 TRIP10 TRIP11 TRPS1 TRPV6 TSG101 TSHZ3 TSPAN9 TUSC2 TWF1 TXNIP UBE2J1 UBE2Q2 UBE2W UBE3C UBFD1 UBR5 ULK1 UNKL URI1 USP3 USP32 USP32P2 USP46 USP6 VANGL1 VEGFA VLDLR VPS26A VSX1 WAC WDFY3 WDR37 WEE1 WNK3 XRN1 YES1 YOD1 YPEL2 YPEL4 YTHDF3 ZBTB18 ZBTB4 ZBTB41 ZBTB47 ZBTB6 ZBTB7A ZBTB9 ZDHHC1 ZDHHC9 ZFAND4 ZFP91 ZFPM2 ZFYVE26 ZFYVE9 ZHX2 ZNF148 ZNF217 ZNF236 ZNF25 ZNF362 ZNF367 ZNF512B ZNF532 ZNF652 ZNF704 ZNF800 ZNFX1 GCATTTG_MIR105 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCATTTG_MIR105 ABCC12 ABTB3 ACVR2A AGO1 AKIRIN2 AMMECR1 AMOT AMOTL2 ARHGEF7 ARHGEF9 ARRDC3 BMP1 C18orf25 C6orf120 CA10 CAMK2G CARMIL1 CCDC3 CDH2 CDK12 CDK14 CDKN1B CELF1 CELF2 CMPK1 COPS4 COPS8 COQ10B CPEB1 CPXM2 CREB5 CRK CXXC4 DCUN1D3 DENND6A DICER1 EIF3A EIF4G2 EPHA4 ERLIN1 ETV1 EXTL2 F13A1 FAIM2 FAM120A FAM222B FHIP2B FLRT2 FNDC3A FOXJ3 FOXK1 FRAS1 FZD7 GABARAPL2 GABRB3 GAD1 GID4 GLDC GOLT1B GOSR1 GPCPD1 GPR85 GRID1 GRPEL2 H3-3A H3-3B H3-5 HDHD2 HNRNPK HTR2A HTR2C HYCC2 IGF1 ITGA6 ITM2B JADE3 KALRN KANSL1 KBTBD6 KIAA0408 KLF12 KMT2A KPNA4 KRAS L3MBTL3 LDB1 LDLRAD3 LIN54 MAP1B MAP3K2 MECP2 MEF2C MIER3 MORF4L2 MRAP2 MXI1 MYLIP NBEA NCOA1 NEDD4L NF2 NRXN1 NSRP1 OAZ2 OGT OLIG3 PAN3 PCCA PDE1B PHF12 PHF20L1 PKD1L2 POU4F1 PPP3R1 PRDM2 PRDM8 PRICKLE2 PRKD1 PRPF4B PTPN13 PTPRG PTTG1IP RAB1B RAB22A RAB2A RAD52 RAP2C RB1CC1 RYBP SATB2 SEL1L SGCD SLC31A1 SLITRK5 SMNDC1 SNIP1 SOCS5 SOCS7 SON SOX6 SP3 SP4 SP8 SPATS2L SPECC1 SPTSSA SRGAP1 SSPN ST8SIA3 STRIP2 TAFA1 TBL1XR1 TEX2 THOC1 TIPARP TJP1 TM9SF2 TM9SF3 TMEM97 TNFRSF12A TP53INP2 TPM3 TRA2B TULP4 TWF1 UNC45A USP15 YTHDF3 ZDHHC22 ZFR ZIC3 ZNF532 ZNF541 GCGCCTT_MIR525_MIR524 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCGCCTT_MIR525_MIR524 ASCC2 CSDE1 EBF1 FBXO34 GGNBP2 HES1 IER2 INHBB KPNB1 MYCL NACC1 PRPF4B SACM1L SRGAP3 TLX3 GCGCTTT_MIR518B_MIR518C_MIR518D https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCGCTTT_MIR518B_MIR518C_MIR518D AP1G1 CELF4 HOXA3 HOXC8 KCNK12 MCF2L NEXMIF NFE2L1 NRXN1 NSG2 OTP PTPRU RAP1B SCRT2 SOX11 TBC1D10B TEAD3 TFE3 TSN ZNF608 GCTCTTG_MIR335 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCTCTTG_MIR335 ABCC5 ADCY3 ADGRL2 AP3S1 ARHGAP12 ARPC5L ATP1B1 BSDC1 CALU CD79B CEP350 CERS5 CHFR CNN1 CRIM1 CRKL DCUN1D3 DYNLT5 EIF4A2 ELFN2 EPB41L4B ETF1 F13A1 FAM107B FAM131B FMR1 GALT GLIPR2 GLYR1 HAND1 HOXD8 IGF2BP2 ISL1 KAT7 KDM2B KDM4C KLHL28 KMT5A LONRF1 MAP2 MAX MLX NAA25 NAA50 NPAS4 NR4A3 NRXN1 OLIG3 PANK2 PCDH9 PHF20L1 PLOD1 POLR3H POU6F1 PPP6C PRPF38B PSD3 RASA1 RETREG3 RPRM RSBN1 RTN4RL1 SECISBP2L SGCD SH3BP5 SLC45A3 SLC9A1 SNIP1 SORCS1 SP1 SREK1IP1 SRPRA STARD7 STIM2 SYN2 TFDP2 TPST1 TRIM13 UBE2G1 UBE2H VAV2 WAPL WWP1 ZDHHC8 ZHX1 ZMPSTE24 ZSWIM8 GCTGAGT_MIR5125P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCTGAGT_MIR5125P ANAPC1P2 ATRX BAZ2A CHD9 CHRM1 COPZ1 CRK CTNNB1 CYP4F22 DDX6 DLGAP2 DSTYK EMX2 ERP29 FBXW11 FNBP1L GNAZ GRK6 JADE2 KCNA6 MAP1A MBD6 NEXMIF NFIX NUDT18 PDSS2 PHF6 PIK3R1 PLEKHM1 PRIMA1 PTMA RAB10 RAB3B RALGPS1 RANBP9 RARG RHOT1 SINHCAF SLC10A3 SOX21 SRPK2 STC1 TAB3 TAFAZZIN TBL1XR1 THTPA UBR5 USP20 VNN3P XKR6 ZDHHC9 ZNF536 GCTTGAA_MIR498 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCTTGAA_MIR498 ABTB1 AGBL5 ANKRD28 ARL4C ARRDC3 ATOSB ATP2B1 ATPAF1 BACH2 BAHD1 BCORP1 C1orf21 C5 CACNA2D3 CADM2 CAMK2G CAPZA2 CBX4 CCNE1 CCNT2 CELF1 CHODL CMPK1 COA7 COL1A1 CPNE8 CRH CTNS DCAKD DCBLD2 DERPC DHX35 DICER1 DTNA DUSP4 EML4 EPB41L4B EXOC5 FANCA FERMT2 FLRT2 FYTTD1 GJA1 GRIA2 HAPSTR1 HBP1 HIPK1 IRF2 ITPRID2 ITSN1 KCND2 KLF12 KPNB1 LRP1B LSM12 MAB21L1 MAPRE1 MECP2 MEIS1 MOB1B MORF4L2 NAA15 NAP1L3 NCOA1 OLIG3 PACSIN2 PAM PDE4B PDIA6 PHF6 PIK3R1 PIP4P2 PKNOX2 PPP3CA PSD3 PTCH1 PURG RAB11A RAB22A RAB6A RBM24 RBPMS RNF11 RNF125 RNF149 RNF43 RUNX2 SIX4 SLF2 SLITRK2 SMC1A SNRK SOCS3 SOX11 SPRED1 SREK1 SRSF10 SS18L1 ST8SIA2 STXBP5 TFRC TMED10 TMEM245 TSC22D2 TSC22D3 UBE2J1 WDR26 WT1 YPEL2 ZEB2 ZFP36L1 ZIC4 ZNF518A GGATCCG_MIR127 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GGATCCG_MIR127 BCAS3 DFFB DHX57 FJX1 KIF3B KMT5A RBCK1 RIMS4 SEPTIN7 TNFSF12 VAMP2 GGCACAT_MIR455 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GGCACAT_MIR455 ADD3 ATP11C BAZ2B BRD1 C4orf17 CACNB4 CCDC113 CDK13 CDK14 CERKL CPSF7 DCAF5 DDX3X DOCK9 DYNC1LI2 EDN1 ERC2 ETS1 GABARAP GABRB3 GDAP2 HES5 KCNJ2 LUC7L3 METTL17 MYLIP NCK2 NLK NR4A2 PAPOLG PJA2 PLCXD3 PPP1R12A RANBP3 RFX4 RIMS4 RNF44 RPS6KB2 RTL9 SEMA4G SERP1 SLITRK5 SNW1 SOCS3 SOX11 SOX6 STX1B TAF4 TBC1D25 TJP1 TMED2 TMEM30A TNKS1BP1 TNRC6B TOMM22 TRNP1 USP3 WTAP ZIC3 GGCACTT_MIR519E https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GGCACTT_MIR519E ADGRL2 AGO1 AQP4-AS1 ARHGEF12 ARHGEF5 ARID4A ARID4B ARL4C BAZ1B BCL11B BCOR BICD2 BNIP2 BTBD7 C18orf25 C1GALT1 CADM1 CCNG2 CCNT2 CDK10 CLOCK CORO7 CTDSPL2 CXCR4 DAZAP2 DCUN1D3 DDX3X DDX3Y DKK1 DLL1 DPYSL5 EEIG1 EFNB3 EHD3 EIF4H EIF5A2 EPHA7 ESRP1 FAM13B FAM53C FAT2 FBXO21 FGD1 FOXJ3 FURIN GAN GATAD2B GIGYF1 IRF1 ITPRID2 KAT6A KDM1B KIF3B LBP MAP3K7 MARK2 MARK4 MAT2B MKRN1 MMD MMP19 MOB1B MTMR4 MYLK NANOS1 NBEA NEDD4L NPAS2 NR2F2 NR4A2 OGA OPCML OSR1 PAFAH1B1 PAFAH1B2 PCYT1B PHF1 PLAGL2 PPA2 PPP2R2A PTEN PTGFRN PTPN3 PTPRD PTPRG QKI RAB35 RAB5B RBL2 RETREG2 RPS6KA3 RRM2 S1PR1 SCML2 SEMA4G SERTAD2 SIKE1 SKIDA1 SON SOX11 SP1 SPATA2 SRPK1 ST8SIA2 SYNE1 TAGAP TBL1X TM9SF3 TMEM131L TNRC6B UBE3C UBR5 URI1 VPS26A WAC XRN1 YPEL4 ZBTB4 ZBTB7A ZFHX4 ZFP91 ZIC4 ZNF148 ZNF385A GGCAGAC_MIR346 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GGCAGAC_MIR346 ABCC12 AFF2 AGO2 BCL6 CADM3 CALN1 CCDC136 CCDC88B COL2A1 CSNK1D CSNK1G1 DNAJB3 EIF3J FGF7 FGF7P3 FSTL4 GRM7 HBP1 IGF2BP1 KCTD15 KRAS LIF LRP6 LRRTM1 MAN1C1 MBNL1 NALF2 NRBF2 OGT OSER1 PFN2 PIK3R3 PPP1R9B PRICKLE2 RBM39 RPS6KB2 SF1 SMAD3 SRSF10 SYT8 SZRD1 TRAF7 ZFC3H1 ZNF609 GGCAGCT_MIR22 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GGCAGCT_MIR22 ABCB9 ADAM11 ADRA1B AGBL5 AGO1 AKT3 AMOT ANKRD13A AQP9 ARFIP2 ARHGEF12 ARID3B ARRB1 ASB6 BAGE2 BATF3 BCL9 BCL9L BCORP1 BIN1 BMP1 BOLA2 BOLL BRD4 BRSK2 BTBD10 BTG1 CABP7 CALCR CALM3 CARMIL1 CAV3 CBL CCDC47 CCDC88B CDKN1A CDX2 CENPV CHD7 CHD9 CIAO2A CLDND1 CLIC4 CLIP2 COPS7B CPEB1 CSF1R CTDSP1 CTIF CUL3 CYRIB CYTH3 DFFB DGKI DHX30 DHX57 DMRT2 DMRTC2 DNAJB5 DNAJC7 DNM3 DPF2 DPP10 DPP4 DPY30 DPYSL3 DSCAM EDA EDC3 ELF5 EMILIN3 EMX2 EP300 EPC1 ERBB3 ESR1 FAM53C FBN2 FBRS FBXL19 FBXO24 FBXW7 FGFR2 FNBP4 FOSL1 FOXN3 FOXP1 FTL FURIN GABBR2 GALT GARRE1 H3-3B H3-5 HDAC4 HERC4 HERPUD2 HEY2 HOXA4 HSPG2 IER5L IGSF9B IKZF4 IL13RA1 IL17RD IP6K1 IPO7 KALRN KCNK10 KDM3A KHNYN KLHL35 KPRP LAMC1 LDLRAD3 LGALS1 LIN7C LPP LRRC1 MAP3K12 MAP3K3 MAPK14 MAT2A MAX MBP MECP2 MSANTD1 MSL2 MTHFD2 MUC1 MUC4 MVB12B MXD1 MXD4 MYCL NAA20 NCMAP NDEL1 NECAP1 NET1 NFYA NOL4L NR3C1 NTRK2 NUDT4 ODF1 OGN OLA1 PALD1 PCNX2 PDAP1 PDIK1L PDS5A PDZD4 PHF13 PHF20L1 PHF8 PIK3CD PLAGL2 PLEKHA6 POGK PPARA PPP1R15B PPP4R3A PRPF38A PTEN PTPN1 PTPN9 PURB RAB5B RAPGEFL1 RBM15 RBM3 RCC2 RFXANK RGS2 RIC8B RIMS4 RNF38 RSBN1 RYR1 SATB2 SEPHS1 SIRT1 SLC16A2 SLC17A5 SLC1A3 SLC26A9 SLC2A1 SLC9A1 SLC9A5 SMAP1 SNAP91 SNRK SP1 SRSF10 STAG2 STAM2 STC1 STK39 SV2A TAGLN TET2 TGFBR1 THADA TLK2 TMEM50B TNKS2 TNRC6B TP53INP1 TRIB2 TRUB1 TTYH3 TYRO3 UBALD1 ULK2 USP37 USP46 VEZF1 WASF1 WDFY3 WDTC1 WRNIP1 YARS1 ZBTB39 ZBTB47 ZCCHC14 ZFP91 ZFYVE9 ZNF609 ZNF740 GGCAGTG_MIR3243P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GGCAGTG_MIR3243P ABCA1 ACACA ADAMTS4 APBB3 ATP2B4 ATRX BAGE2 CACNA2D3 CDC27 CELF2 CHRD CIT CKB CLK2 CLK3 COL7A1 DAG1 DCUN1D4 DDX5 DLST DMTF1 EDNRA EFNB2 EIF4G1 ESRRA ETV5 FGFR2 FHIP1B FILIP1 FOXN3 FTH1 FXR1 FZD4 G3BP2 GIT1 GLP1R GPATCH8 GPX7 HDAC5 HIVEP2 HTR2C IGF2BP1 INA ING4 IVNS1ABP JADE1 KLHDC10 KLHL18 MAP2K1 MBP MEIS1 MEMO1 MEPCE MINAR1 MKRN1 MMP2 NRP1 OLA1 PBRM1 PHF12 PIAS3 PLAG1 PLXND1 PRKACB PTER PTGES2 RAB6A RAB6C RAP2C RGS14 RIMS3 SAMD5 SEMA5B SENP2 SFPQ SHANK2 SHC4 SHROOM3 SLC20A1 SLC38A2 SORCS1 SRGAP3 ST3GAL3 STIP1 TNRC6B TOB2 TOP1 TRAF7 TRIL TTLL5 UBA1 WASF2 WDR44 WSB1 YTHDC1 ZNF655 GGCCAGT_MIR193A_MIR193B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GGCCAGT_MIR193A_MIR193B ACACA ANKFY1 AP2M1 ARHGEF12 ARPC5 BAZ2A BRPF1 CALB1 CAMK2N2 CAMTA1 CAPN3 CBX7 CCDC28A CD47 CDK10 CELSR2 CNBP CNOT6 CTDSPL2 DCAF7 DIO2 DNAJC13 DYRK1A E2F6 EN2 ERBB4 ETV1 ETV6 FHDC1 FLRT3 GLS2 GRB7 HOXD13 HSPA14 IGFBP5 ING5 IRF2BPL JADE2 KCNH8 KCNJ2 KIT KMT2A LAMC2 LAMP2 LRRC8A LUZP1 MAP3K3 MARF1 MAX MCL1 MED14 MKLN1 MMP16 MMP19 MYCN NAV3 NOVA1 NPAS4 NRIP1 NUFIP2 PAK4 PLAU PPP2R5C PTEN PTPRF RAB6B RSF1 RUNX1T1 SCYL3 SIAH1 SIX4 SLC39A5 SLCO2A1 SON SPATA7 SRSF2 STMN1 STX16 TAOK2 TBL1XR1 TMEM30A UBAP2 YWHAZ ZBTB5 ZC3H11A ZHX3 ZIC3 ZNRF1 GGCGGCA_MIR371 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GGCGGCA_MIR371 DYNLL2 POM121 PTGES2 SYNGAP1 ZIC4 GGGACCA_MIR133A_MIR133B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GGGACCA_MIR133A_MIR133B ABCA3 ACACA ACSL4 ACVR1B ADGRB1 AGBL5 AGK AKAP10 AKAP9 ANGPTL4 APPL2 ARFIP2 ARHGDIA ARHGEF2 ASIC2 ATOH8 AVL9 AZIN1 B4GALT2 BACH1 BAHD1 BAZ2A BCL2L1 BCL2L2 CACUL1 CALML4 CARF CBL CCDC117 CD47 CDC42 CDIP1 CDK5R2 CDR2L CELF4 CELF6 CERS2 CHKB CLTC CNTNAP1 CORO1B COX6A1 CREBZF CRYGS CSF2 CTBP2 CTTNBP2 CXCL5 DDX3X DDX3Y DIP2B DLG5 DLST DNAJB6 DNM2 DOK1 DUSP1 EIF5A ELF2 FAM117B FAM118A FBXL2 FBXL20 FKBP2 FLOT2 FOXG1 FUS GABARAPL1 GANAB GAPVD1 GAS2L1 GRAMD1A GRM5 HIC2 HMBOX1 HOXA6 IL6ST IP6K1 KCNH2 KIAA0040 KIAA1522 KMT5A LPGAT1 MARF1 MECOM MIDEAS MINK1 MLLT3 MSN MYCBP2 MYH9 NAA40 NAB1 NCKIPSD NCOA5 NELFA NFASC NFAT5 NIPA1 NNAT NPTX1 NUMA1 OSBPL8 OTUB2 PABPC1 PACSIN1 PALD1 PAPPA PAPSS1 PCDHGA1 PCDHGA10 PCDHGA11 PCDHGA12 PCDHGA2 PCDHGA3 PCDHGA4 PCDHGA5 PCDHGA6 PCDHGA7 PCDHGA8 PCDHGA9 PCDHGB1 PCDHGB2 PCDHGB3 PCDHGB4 PCDHGB5 PCDHGB6 PCDHGB7 PCDHGC3 PCDHGC4 PCDHGC5 PFKFB3 PIP5K1B PITX3 PLK3 POU4F1 PPP1R12C PPP1R9B PPP2R5D PPP4R3A PPP4R3B PREX1 PRRT2 PRRX1 PSMF1 PTBP2 PTPN12 RAB11FIP1 RAB14 RAG1 RANBP2 RAP2C RAPGEF6 RBBP4 RCE1 RETREG1 RING1 RTN4RL1 SASH1 SCN2B SECISBP2L SEMA5B SENP1 SFSWAP SLC19A2 SLC25A25 SLC7A8 SLC8A3 SNX33 SOCS5 SOGA1 SOX11 SREK1 SRSF2 ST13 STK3 STX1A STX5 TAGLN2 TGFBR1 TGIF2 THADA TIMM8A TNK2 TNNI1 TPI1 TRAM1 TRIM2 TTBK1 TTYH3 USP32 USP32P2 USP6 VAPB WIPI2 YES1 YTHDF3 ZC3H10 ZDHHC8 ZFP91 ZMYM3 ZNF385A GGGATGC_MIR3245P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GGGATGC_MIR3245P ABRAXAS2 ADGRB1 AP1G1 APP ARID1A BACH2 BBX C1QL3 CAMKV CDK16 CUL5 ELAVL1 FBXO11 GAN GGT7 GON4L HSPA14 ING4 KCND2 KLF3 LMX1A MAP4K3 MED22 MLEC NFAT5 NIPBL NSD2 NTRK3 PBX1 PRKCG RAN RNF44 RUNX2 SCAMP3 SEPTIN3 SEPTIN4 SLITRK4 STARD13 THRA TMCC1 TRMT5 UNC45B UNC5C VDAC1 YOD1 ZFP91 ZFX ZHX3 ZNRF2 GGGCATT_MIR365 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GGGCATT_MIR365 ACVR1 ADAMTS6 ADD3 ADM AKT3 AMMECR1 ANKRD11 ANKRD17 ANKRD28 ANKS1A API5 ARHGAP12 ARMCX3 ARRB2 ARRDC2 ARRDC3 BCL11B BMP1 C18orf25 COL7A1 CREB5 CSK DCUN1D5 DLX3 DTNA EFEMP1 EIF4E3 ENTPD7 ESRRA ETS1 ETV1 FAM91A1 FMN2 FNDC3B G3BP2 GALNT4 GRAMD1C HDAC4 HDAC9 HHIP HIPK1 HMGCR ING3 JADE2 KALRN KCNH2 KIAA2026 KLK15 KMT2E LAMP2 LDB1 LIN7C MAP2K7 MAPK1IP1L MAU2 MYLIP MYLK NR3C2 NR4A2 NUFIP2 PAX2 PAX6 PCNP PHF12 PKD2L2 PLCB4 PLEKHA7 PPP5C PRDM1 PTGDR RAB1B RAB22A RAPGEF4 RBM12 REV3L RICTOR RNF152 RUSF1 SATB2 SESTD1 SGK1 SGK3 SINHCAF SIX4 SLC8A2 SNRK SNTB2 SOCS5 SRGAP1 SRGAP3 SSH2 ST8SIA4 SYNJ1 TIAM2 TLL2 TMOD3 TP53INP2 TRHDE UBAC2 UBP1 USP33 USP48 VGLL4 WDR37 YTHDF2 YWHAH ZNF644 ZNRF1 GGGGCCC_MIR296 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GGGGCCC_MIR296 ACE ACTR1A ADAMTSL1 AMMECR1L ARAP1 ARRB1 ATG2B CACNB1 CCDC88B CLIP3 CNTFR CPLX2 CTIF DBN1 DRD3 ELK1 EPN1 FAM89B FOXL2 FOXP1 GMPR GNB2 GPC2 GPX3 HIPK1 HOXD3 IPO11 IQSEC2 KCTD17 KREMEN2 LARGE1 LRCH4 LRRC41 LYPLA2 MAP7D2 NOG NUMBL ONECUT2 PARP6 PLPPR5 POU3F1 PPAN PPFIA3 PPM1N PPP2R5B PRKACA PTPN5 RETREG3 RNF44 RTN2 SCRT1 SH3D21 SLC25A22 SLC30A3 SMG7 SOX10 SOX11 SOX12 SOX21 SRF SRRM3 SYNGAP1 TAOK3 TRIM41 TRPM2 UNC5A VKORC1L1 WNT2 ZBTB4 ZC3H10 ZFP36L2 ZNF219 ZNF740 GGTAACC_MIR4095P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GGTAACC_MIR4095P ACVR2A ADAM10 AGO1 APLP2 ARID4B BCL9L CAMK2G CPSF6 DDX39A DYRK1A GNG12 GPM6A KIF1B KLF12 KMT5B MACF1 MKRN1 PURG RASL12 SAMD4B SCAMP1 SRSF2 SRSF8 STAG2 TENT5C TRIM9 TRPS1 TSHZ3 UBE2L3 USP7 ZDHHC9 ZIC1 ZIC3 GGTGAAG_MIR412 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GGTGAAG_MIR412 ABHD3 ANK2 ARMC8 ARRDC3 BCL6 BRCA1 BSN BTRC CCDC88B CDK5R1 CDX2 CHMP7 CLCN5 CLK2 CLPTM1 CSDE1 CUL3 DAG1 DDX11 DDX6 DLC1 EIF4E FAM120A FAM124B FAM222A FKBP1A FMNL2 FOXO3 HIF1A HNRNPD HPS1 IQSEC2 IRF7 MBTPS1 MIDEAS MROH7 NKAIN2 NKIRAS2 PCF11 PHOSPHO1 PKP4 PPP1CB PRX RAB28 RALGPS1 RNF207 SATB1 SGMS1 SLC16A3 SOX6 SRPRA TAOK3 TMEM129 TMEM70 TMSB4X TMSB4XP8 TRMT11 TRMT5 UBE2D2 WARS2 WDTC1 ZFX GGTGTGT_MIR329 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GGTGTGT_MIR329 ADRA2B AHNAK ALKBH8 ARID5B ATXN1 BCL7A BCL9 BLCAP BMPR2 CADM1 CCDC28A CELF6 CLDND1 CLSTN1 CLTB CNOT6 CRMP1 CSNK1G3 DAPK1 DLGAP4 DNM3 DPYSL3 EGFLAM EIF4G1 ERC2 ERI3 ESRRG FAM219A FOSB FXR2 GGA1 GLRA2 H3-3B HIPK1 IL6ST IRF2BPL KCTD11 KDM5C KLF12 KLHL2 KRIT1 LARP4B MARK2 MEF2C MROH7 MYCL MYT1 N4BP3 NAA15 NAV3 NFASC NRBF2 NRG1 NUFIP2 OLA1 PALM2AKAP2 PAM PAX2 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 PCGF5 PDE4D PDE5A PHF21A PRKACB PRMT8 PRPF4B PRR30 PRR7 PTBP2 RALA RBPMS RNF165 RNF38 RTL5 RXRG SLC22A23 SLC25A3 SLC39A10 SLF2 SMAD2 SRGAP3 SRSF4 STC2 SUGP1 SUGP2 TARDBP THRB TMED9 TNRC6B TOB2 TPBG WAPL WDFY1 ZBTB18 ZDHHC5 ZFHX4 ZNF655 GTAAACC_MIR2995P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GTAAACC_MIR2995P ABCD3 ABR ATG5 BAGE2 CAB39 CALU CNOT3 CPEB2 CS CTCF DALRD3 DLX2 ERC2 ETF1 FAR1 FOXG1 GOLGA1 H3-3B HDAC4 HSPA2 INPP5A IPO13 MAFG MAP3K8 MAT2A MDGA2 MECP2 MYF6 NAV3 PATZ1 PHF12 PPP2R5A PUM2 PURB RAP2C ROBO1 RSBN1 SGK1 SIAH1 SOX4 SRSF7 TCEAL8 TEAD1 TIPARP TNPO1 TSPAN2 UBE2J2 ZFX GTAAGAT_MIR200A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GTAAGAT_MIR200A AMMECR1 ARMC1 ARPP21 BICRA CHD7 DLC1 DLK2 DYRK1A FGF13 FLRT3 FOXD1 FURIN FZD1 GAN HCN4 HMGB1 HNRNPR HTR2C IPCEF1 IPO7 KCNS3 KLF9 KMT2E NAMPT NFIA NHS NOVA1 NR4A1 NSD2 NSG2 PAFAH1B1 PAPOLG PAX6 PCGF5 PLPP3 POU4F2 PURB QKI RAB1A RANBP3 RBFOX1 SGK1 SHPRH SLC39A14 SP100 SP3 SRSF6 SUZ12 TMSB4X TRMT1L UBE3A UBFD1 UBQLN2 UBR3 GTACAGG_MIR486 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GTACAGG_MIR486 ABHD17B AFF3 ARHGAP5 ARMC8 BCORL1 BTAF1 C19orf73 CADM1 CELF2 CNPY3 CNTNAP4 COPS7B CREBRF DCC DENND2B DNAJC21 DOCK3 DYNLL1 ELAVL2 FGF13 FOXO1 G3BP2 GAB2 GABRB3 H3-3B ID4 IRX5 MAML3 MAP3K7 MARK1 NCOA6 NEUROD6 NFAT5 PDZRN3 PIK3R1 PIM1 PPP3CB PTEN PTPN12 PUM2 RBBP6 REV1 SLC10A7 SLC12A5 SMOC1 SNRPD1 SORCS1 SP5 SRF SRGAP3 SRSF1 SRSF3 STK4 TBX2 TOB1 TSC22D2 TXLNG UNC5C GTACTGT_MIR101 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GTACTGT_MIR101 ABCC5 ABHD17B ABLIM3 ADAMTS10 ADAMTSL3 ADCY6 AEBP2 ANKRD11 ANKRD17 ANKZF1 AP3S1 APP ARFGEF3 ARID1A ASAP1 ASIC1 ASPN ATOSA ATRX ATXN1 BAZ2A BCL2L11 BCL9 BICD2 BICRA BTBD3 BZW2 C1orf52 CACNB2 CADM1 CAMTA1 CAV3 CBFA2T2 CBL CCDC18 CCNJ CDH11 CDH5 CDK5R1 CDK6 CDYL CEBPA CERS2 CILK1 CLCN3 CMIP COL10A1 CPEB2 CPEB3 CTCF CTTNBP2 DAG1 DCBLD2 DCUN1D3 DDIT4 DDX3X DDX3Y DESI2 DIP2B DIPK2A DLG5 DNMT3A DOT1L DR1 DSTYK DUSP1 DYRK1A EDEM3 EED EMP1 EMSY EPB41L1 ERBIN ERP44 ESCO1 ETV5 EXOC5 EYA1 EZH2 FAM222A FAM78A FBN2 FBXW11 FBXW7 FEM1C FGA FLRT2 FLRT3 FOS FZD4 FZD6 G3BP2 GARRE1 GJA1 GLRA2 GNB1 GPR85 GREB1L GSE1 GZF1 HAPSTR1 HAS2 HNRNPF HOXD4 IGFBP5 ING3 JDP2 JUNB KAT7 KBTBD8 KCNH7 KHDRBS3 KIF1A KMT2A KPNB1 LMNB1 LONRF1 LRRC4 LRRFIP2 LRRN1 LRRN3 MAGI1 MAGI2 MAK MARK1 MBNL1 MEPCE MLEC MMP15 MOB4 MORN4 MPPE1 MRGBP MTMR2 MXD1 MYCN MYRIP N4BP1 NACA NDFIP1 NEGR1 NEUROD1 NLK NOVA1 NRK NUDT11 OGT OTUD4 PACRG PANK3 PAPOLG PCDH8 PDE4A PDE4D PHF20L1 PHLDA1 PIEZO1 PIK3C2B PIP5K1C PLCG1 PLXNB1 POGZ POMGNT1 PPFIA1 PPFIA4 PRKAA1 PRKCE PRPF4B PTCH1 PTGS2 PUM2 PURB PURG QKI RAB1A RAB5A RANBP9 RAP1B RAP2C RAPH1 RASD2 RBBP7 REV3L RGS1 RIN2 RNF38 ROBO2 RRM1 RXRB SEL1L SELENOI SEMA3G SETD2 SGPL1 SH2B3 SH3PXD2A SIX4 SLC19A2 SLC1A1 SLC30A7 SLC39A10 SMARCA1 SMARCD1 SOCS2 SOCS5 SOX11 SOX9 SPOP SPRED1 SRPK2 SRSF5 STAG2 STC1 STIM2 STK4 SUB1 SYNGAP1 TAL1 TEAD3 TERF2 TGFBR1 THRB TLK2 TMED5 TMEFF1 TMEM135 TMEM161B TNRC6B TOGARAM1 TP63 TRIB1 TSC22D1 TSHZ3 TULP4 UBE2A UBE2D1 UBE2D2 UBE2D3 UBE2Q1 UBR7 UNC79 USP38 USP47 USP6 WSB1 XKR6 ZBTB41 ZCCHC2 ZFAND3 ZFHX4 ZNF207 ZNF24 ZNF385B ZNF532 ZNF746 GTAGGCA_MIR189 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GTAGGCA_MIR189 ACTR2 ARHGEF2 BCL6 BPTF BTBD3 CAPRIN1 E2F3 FAM98A FMR1 GPHN GZF1 IGIP KCNAB1 KPNA4 MBLAC2 MOSPD1 MTSS1 NCOA3 PPP2R5C RBM33 RNF149 SCNN1A SEC16B SGMS1 SLITRK1 SPTY2D1 SRPK2 TRIM14 GTATGAT_MIR154_MIR487 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GTATGAT_MIR154_MIR487 ABCD4 ACACA AGO4 ANKS1B ARID1A ARID2 ASAP2 ATP11C AZIN1 BMI1 C6orf120 CAPRIN1 CHKA CLK1 CNR1 CREBRF CSMD3 DNMT3A DYRK1A ENY2 ETV1 FMR1 GAD2 GALC GDA GPM6A HNRNPH2 IFFO1 ILRUN KCNMA1 KDM6A KIAA1217 KPNA3 MAGI2 NLK NPTN NSMCE4A PDE4D PIK3C2B PPM1A PPP4R4 PUM2 RBBP6 RC3H1 RFX3 RHOA RNF220 RNF38 RNF44 SEMA3C SIRT1 SMAD7 SNRNP40 SNX6 SP1 SP3 SPRED2 STIM2 STYX TEAD1 TMEM184B TOP1 TRIB2 TSHZ3 UBE2Q1 VEGFD YTHDC1 ZEB2 ZMYM4 ZNF281 GTATTAT_MIR3693P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GTATTAT_MIR3693P ACVR2A ADAM10 ADAMTS19 ADAMTS3 ADAMTS6 ADGRL2 AFAP1L2 AFF2 AGAP1 AMFR AP2A1 ARHGAP28 ARHGAP6 ARID2 ARID4A ARL2BP ATMIN ATP8B5P BACE1 BAZ2B BCAS1 BICD2 BMPR2 BOLL BRD8 CAPZA1 CAPZA2 CASK CASR CBX4 CCNE2 CD2AP CDH2 CDK19 CEBPB CEP41 CFL2 CHD7 CHST15 CILK1 CLIC4 CNBP CREBRF DIP2C DMD DNAJB5 DNAJC6 DR1 EFNB2 ELMOD1 EP300 EPS8L2 ETV5 EYA1 FAM135A FBXW11 FLRT3 FNBP1L FNIP1 FOXG1 FOXN2 FOXO1 FYN GABRB3 GFRA2 GIT2 GLRB GOPC GPR85 HAO1 HES1 HOXB3 HSPH1 KCNJ3 KCTD8 KIF20A KLHL3 KMT2A LARP1 LIMK1 LRP1 LRP1B LTBP1 MAL2 MAP2 MBNL1 MBNL2 MED13 MEIS1 MEX3B MGAT4A MMD MOB4 MSL2 MYLK4 NBR1 NCBP3 NCK2 NCOA3 NIPBL NOG NPTX1 NR2F2 NUAK1 NUMBL NUP93 OSBPL11 OXR1 PAX6 PAXIP1 PCDH19 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 PDE4B PDE4D PDE7B PELI1 PIANP PIKFYVE PKIA PLPPR1 PLPPR4 PNRC1 PPP1R12A PPP2R2C PRKCA PTCH1 PTPN12 QKI RAB10 RAB11FIP2 RAB3GAP2 RAI1 RBM26 RBM33 RBSN RELCH RFX4 RNF11 RNF13 RNF38 RPS6KB1 RSBN1 SETD2 SEZ6 SFSWAP SIRT1 SLC39A10 SLC6A1 SMARCA1 SOX4 SP3 SPAG7 SPRED1 SRPK2 ST3GAL3 ST8SIA2 STYX SULF1 SUN2 TAF5 TCF12 TLE4 TLN1 TLX3 TMEM117 TNRC6B TRAPPC8 TRPS1 TUT4 UBE2D3 UBE2E2 UCHL3 VEGFC VEZF1 VSNL1 WBP4 WDR20 WSB1 YAF2 YTHDF3 ZDHHC17 ZDHHC9 ZEB1 ZEB2 ZFAND5 ZFAND6 ZFHX4 ZFPM2 ZFR ZMYND8 ZNF281 ZNF395 ZNF423 ZNF711 GTCAACC_MIR3805P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GTCAACC_MIR3805P AEBP2 AKAP1 ANKRD49 CD83 CLUH COL1A2 COLQ CREG2 FRAS1 FRMD4A HMGN2 HMGN2P46 HOXA1 ITGA9 KLHL13 KMT2A MDGA2 MICAL2 PLAG1 RNF111 TRIM2 VWC2 GTCAGGA_MIR378 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GTCAGGA_MIR378 ABR ANAPC1P2 ATP2B2 B3GALT1 BCLAF3 BNIP5 C3orf70 CAMKK2 CCDC117 CCDC178 CCDC88A CEP41 CRB1 DTNA ENSA ETV6 FAM133B FGF5 FOXN3 GABBR2 GABPA GALNTL6 GNAQ HS6ST2 KBTBD4 KCNH5 KLF9 KPNA1 LBR LRP12 MAP3K11 MPLKIP NDEL1 NEBL NF1 NFIX NSD2 OGT PGR PRR3 PYM1 REPS1 RIN2 ROBO2 SAMD4B SAP30L SHC3 SLC7A1 ST8SIA4 SUFU TAB3 TMUB2 TOM1L2 TRIAP1 TRIM13 TUSC2 UBE2W VANGL2 YTHDF2 GTCGATC_MIR3695P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GTCGATC_MIR3695P DHX15 FAAP20 ID4 MACF1 RNF111 GTCTACC_MIR379 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GTCTACC_MIR379 ADGRL3 ARHGEF5 CACFD1 CAPZA2 CARF EDEM3 EI24 EIF4G2 GDF6 GLMN HBEGF HTR1D HTR2C LIN28B PCGF5 SCRT1 SLC20A1 SLC22A2 TNFSF12 TNRC6B UBE2E3 ZBTB26 ZNF362 GTCTTCC_MIR7 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GTCTTCC_MIR7 ABCG4 ABHD8 ACSL4 ADAM11 ADCY9 AGO1 AMBRA1 ANKFY1 ANKRD12 ARF4 ARID4A ARL8B ASXL1 ATP2B2 ATXN1 BACE1 BICRA BOC CA7 CACNA2D4 CALU CAPZA1 CCDC43 CCNT2 CCSER2 CGGBP1 CHAMP1 CHD3 CHSY3 CKAP4 CLASP2 CLIP3 CNN3 CNNM4 CNOT8 CNPPD1 COL2A1 CRY2 CSMD3 CYTH3 DACH1 DDIT4 DIRAS1 DNMT3A DYRK1A EGR3 ELFN2 EPHA3 EPHA8 ERBB4 ESRRG FAM168B FAM53C FAM83D FLRT2 FOXN3 G3BP2 GABBR1 GAL3ST3 GLI3 HELLS HERPUD2 HOXB5 HPCAL4 HYCC2 IGF2BP2 IPO11 IRS2 ITCH KCNJ2 KLF12 KLF4 KMT5A LEMD3 LRRC59 LRRC8A LTN1 LZTS3 MAFG MAP3K9 MAP4 MAPK4 MAPKAP1 MARF1 MFN1 MIER2 MKNK1 MOB1B NLGN2 NR1H2 NR4A3 NREP OGT OSBPL11 OSBPL5 OXR1 PAN2 PATL1 PAX6 PBX3 PCSK7 PDE4D PFN2 PHAF1 PHF21A PIK3CD PIM1 PLAG1 PLEC PLP2 PLXNA1 POLE4 PPFIA3 PRKCB PTK2 PURB RAB5IF RAF1 RBFOX1 RGS7BP RNF114 RNF141 RNF144A RNF20 RPS6KB1 RSBN1 SATB1 SCAMP5 SCN2B SELENOS SEMA4C SEMA6D SERP1 SHANK2 SKP1 SLC25A15 SLC38A2 SLC38A4 SLC4A4 SLC6A9 SLC8A3 SMARCD1 SMG1 SMYD5 SP1 SPATA2 SRF SRGAP2 SRRM3 SRSF5 STIMATE STRN3 TBC1D10B TCF12 TFRC TMED9 TRMT13 UBE2D2 UBLCP1 USF3 VDAC1 VMA21 VPS26A WAPL WDR47 WIPF2 ZBTB22 ZNF395 ZNF609 GTGACTT_MIR224 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GTGACTT_MIR224 ACACA ACSL4 AFF3 AMIGO2 AMMECR1 AMOTL2 AP2M1 APBA2 API5 ARHGAP21 ARHGEF12 ATF2 ATP1B3 AZIN1 BAZ2A BMT2 BRPF3 C18orf25 C19orf47 CASC3 CAST CBX7 CCDC178 CDC42 CDK9 CERKL CGGBP1 CIT COL7A1 CPEB2 CPNE8 CREB5 CREBRF CYRIB DDX3X DDX3Y DIO1 DNM1 DPYSL2 DR1 EFNA3 EGR2 ENAH EPC2 EYA4 FNDC5 FOSB FOXN3 FTH1 GCH1 GGA3 GGNBP2 GLRA2 GPC4 GPN1 GTPBP2 GTSF1 H3-3B H3-5 HABP2 HES5 HMGCR HNRNPU HOXA5 HOXA7 HOXD10 HYCC2 ID3 IGF2R IL1RN ITGA3 ITM2B ITSN1 KBTBD8 KCNMA1 KCTD12 KDM2A KDM3A KIF23 KLK15 LYPD6 MAF MAF1 MAFG MAP1B MAPK14 MARF1 MBNL1 MBNL2 MED13L MGAT4B MYLIP NCOA6 NIT1 NOTUM NPAS4 NR4A1 NR4A2 NUAK1 NUP153 OTUB2 PAXBP1 PDGFRA PDLIM7 PHLPP1 PIEZO2 PKDCC PLAG1 PLPP3 POLR1D PPEF2 PPP2R1B PRPF4B PRR3 PTX3 PUM2 QKI RBBP5 RBM12B RERE RND3 RNF38 RUNX2 SDC4 SEPTIN3 SERTAD2 SLC12A5 SLC4A4 SLMAP SMAD4 SMAD5 SMARCAD1 SP7 SPPL3 STMN1 SUFU SYNGR1 SYP TCERG1 TMEM117 TMEM9B TRA2B TRIM9 UBE2D3 UBE2NL UBQLN1 UBQLN2 USP37 WDR26 WSB1 WTAP YOD1 ZDHHC20 ZFHX4 ZNF207 ZNF423 ZNF655 GTGCAAA_MIR507 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GTGCAAA_MIR507 ADGRL3 AGAP1 AGAP4 AGFG1 AKIRIN1 ANKRD12 ANO4 ATP1B1 ATP2B2 BACH2 BAGE2 BARHL1 BCL11A BICD2 BMP4 BRD4 CCDC6 CDKN1C CHD9 CNIH1 CNOT7 CPEB4 CTNNA2 DAB2IP DAZL DGKH DHX30 DLG3 DLL1 DNAJC13 DYRK1A EDARADD EEF1AKMT2 EIF4G2 EMILIN2 EP300 ESRRG FAM43A FBXW7 FMN2 GDF6 GGNBP2 GRIK2 GTF2H1 HECW1 HOXC11 IQSEC2 KCND2 KCNJ3 KMT5B LEF1 LHX8 LONRF1 LPGAT1 MAB21L1 MAF MAP3K3 MARK3 MBNL1 MDGA2 MDM2 MEAF6 MED13L MEIS1 MFN1 MIP MOB1B MS4A13 MTDH NCOA1 NDFIP1 NELL2 NEUROD1 NEXMIF NKX2-2 NR4A3 OLFML2B OSM PARP16 PAX6 PBRM1 PCDH19 PCDH9 PCF11 PJA2 PPP1CB PRDM1 PRKCE PTPN2 RAB21 RAB22A RAPH1 RBM24 RBMS3 REV3L RGS17 RPS6KB1 RSBN1 RUNX1 SCN3A SECISBP2L SEMA6D SGMS1 SLC24A4 SLC4A7 SLTM SORBS2 SORCS1 SP3 SREK1 STAG2 STAT5B TBL1XR1 TET1 THRA TIAL1 TOGARAM1 TP63 TRAF7 TSPYL4 UNC79 UNKL USP47 WDR26 XPO4 ZER1 ZFX ZIC1 GTGCAAT_MIR25_MIR32_MIR92_MIR363_MIR367 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GTGCAAT_MIR25_MIR32_MIR92_MIR363_MIR367 ADAM10 ADAM19 ADAMTSL3 ADCY3 ADM ANP32E APPL1 ARHGEF17 ARID1B ARMC1 ARRDC3 ARRDC4 ATP2A2 ATRX ATXN3 BAZ2A BAZ2B BCAT2 BCL11A BCL2L11 BMPR2 BRMS1L BSDC1 BSN BTG2 C11orf24 C6orf62 CACNA1I CBFA2T3 CBLN4 CCDC186 CCNC CCNE2 CD2AP CD69 CDCA7L CDH10 CDK16 CDKN1C CEBPA CEP41 CHMP7 CIC CLK3 CNEP1R1 CNNM4 CNTN4 COL12A1 COL1A2 CPEB2 CPEB3 CPEB4 CREB1 CREB3L2 CSMD3 CXCL5 CXXC5 DAB2IP DCAF6 DDX3X DDX3Y DLGAP2 DMXL1 DNAJB12 DNAJB9 DNAJC30 DOCK9 DPP10 DPY30 DSC2 DSCAML1 DUS2 DUSP10 DYNLT3 DYRK2 E2F3 EDEM1 EGR2 ELOVL4 EOMES EPHA8 ERC2 ERGIC2 EXOC5 FAM110B FAM135A FAM13B FASLG FBN1 FBXW7 FCHO2 FHIP2A FHL2 FMN2 FMR1 FNBP4 FNDC3B FNIP1 FOXG1 FOXN2 FRY FXR1 FZD10 G3BP2 GAP43 GATA2 GATA6 GATAD2B GDF11 GFPT2 GID4 GLYR1 GOLGA4 GOLGA8A GOLGA8B GOLGA8EP GOLGA8G GPBP1L1 GPR180 GRAMD2B GRHL1 GRIA3 HAND1 HAND2 HAS3 HCN2 HERC2 HERPUD2 HHIP HIVEP1 HNF1B HOXB8 HYCC2 IBTK INSIG1 IQGAP2 ITGA5 ITGAV ITPR1 ITPRID2 JOSD1 KALRN KAT2B KCNK10 KIF5B KLF2 KLF4 KLHL14 KLHL18 KMT5B LATS2 LBX1 LHFPL2 LIN28B LIN54 LMBR1L LURAP1L LUZP1 LYST MACIR MAN2A1 MAP2K4 MARF1 MARK1 MCL1 MED29 MEF2D MOAP1 MORC3 MYCBP2 MYH9 MYLIP MYO18A MYO1B NECAP1 NEFM NFAT5 NFIA NFIB NFIX NLK NOMO1 NOMO2 NOMO3 NOVA1 NOX4 NPTN NPTX1 NR4A3 NRF1 NSMAF NSMF OAZ3 OGT OTUD4 P2RY13 PAFAH1B1 PAX3 PCDH11X PCDH11Y PCGF3 PDS5B PDZD2 PER2 PGAM1 PGAM4 PHLPP2 PHTF2 PIK3AP1 PIK3R3 PIKFYVE PIP5K1C PITPNA PITPNC1 PKDCC PLEKHA1 PLEKHA6 POLK PPCS PPP1R12A PPP1R12C PRDM13 PRKCE PTGER4 PTPRO RAB14 RAB23 RAD21 RAP1B RBM47 RBPMS2 REV3L RFX1 RGS17 RGS3 RHPN2 RNF141 RNF38 RNF4 RNF44 ROBO2 RPS6KA4 RSBN1 S1PR1 SCN3A SCUBE3 SDC2 SERTAD2 SERTAD3 SESN3 SGPP1 SH3PXD2A SIK1 SIM2 SLC12A5 SLC17A6 SLC24A3 SLC32A1 SLC38A2 SLC9A1 SLX4 SMAD6 SMAD7 SNN SOBP SOCS5 SOX11 SOX4 SPRYD4 SRPRA STK39 SYN2 SYNDIG1 SYNJ1 TACC2 TAFA1 TBL1XR1 TCF21 TEAD1 TECPR2 TEF TENT4A TFDP2 TGIF1 TMEM184B TMEM87A TOB1 TOB2 TRAF3 TRAK2 TRAM2 TRIO TSC1 TULP4 UBE2W UBE2Z UGP2 USP28 USP44 VPS54 WRNIP1 WWP2 XYLT2 YIPF4 ZDHHC5 ZEB2 ZFC3H1 ZNF287 ZNF512B ZNF711 GTGCCAA_MIR96 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GTGCCAA_MIR96 ABAT ABCA1 ABCA2 ABCD1 ACE ACVR2A ADCY6 ADGRA2 ADGRB3 AIFM3 AKAP1 ALK ANKRD27 AP3S1 ARHGAP24 ARHGEF12 ARID5B ARPP19 ARSJ ATG16L1 ATG9A ATXN1 AZIN1 B4GALNT1 BACH2 BCR BICRAL BRINP2 BRPF3 BRWD1 BSDC1 BTBD3 CABP1 CACNA1C CACNA2D2 CACNB1 CACNB4 CAMTA1 CASP2 CAV1 CBX6 CD164 CDC42BPB CDK5R2 CELF2 CELF6 CELSR1 CELSR2 CEP170 CEP170B CEP192 CHST1 CHST10 CNN3 CNNM3 COA4 COBL COL13A1 COL9A1 CPEB4 CPSF7 CREB3L2 CRKL CSF1 CSRNP1 CTDSP1 CTNND1 CYGB CYRIB DDAH1 DENND2C DERL2 DHCR24 DLAT DLGAP2 DOCK1 DPY19L3 E2F5 EBF3 EDEM1 EIF4EBP2 EIF5 EPB41L3 EPB41L4B EPHA3 ERC2 ERLIN1 EVI5L EXT1 EZR FAF2 FAM81A FARP1 FBXW11 FLOT2 FOXF2 FOXK2 FOXO1 FOXO4 FOXQ1 FRMPD4 FYN GALNT2 GAN GGA2 GID4 GPC3 GPM6A GPM6B GPRC5B GRHL2 GRID1 GRM1 HBEGF HDAC9 HOOK3 HOXA5 HSPA2 IGF2BP1 INA INPP5A INSIG2 IRS1 ITPR2 JAZF1 JMJD1C JPT2 KCTD16 KLF3 KLHL7 KLK15 KMT2A KPNB1 KRAS LAMC1 LAMP2 LCOR LCP1 LDB1 LDB2 LDLRAD4 LRCH2 LRIG1 LUZP1 MAB21L2 MAGI1 MAP2K1 MAP2K3 MAP3K3 MECP2 MFN1 MITF MORF4L1 MORF4L2 MSN MTMR12 MTMR3 MTOR MTSS1 MYRIP NAA50 NABP1 NACC1 NANOS1 NEXMIF NHLH2 NIPBL NLGN2 NOVA1 NPTX2 NR4A3 NRXN1 NTN4 OGT OR51E2 OVOL1 OXSR1 PAK1 PAPPA PCGF5 PDLIM7 PGAP1 PHF20L1 PLAGL1 PLCB4 PLOD2 PLPBP PLPPR4 PLSCR3 PMEPA1 POLR2D PPM1F PPP1R12C PPP1R9B PPP3R1 PPP4R3A PRKAR1A PRKCE PRRT3 PRRX1 PTGER3 PTP4A1 PTPN9 RAB23 RAB35 RAB8B RALGPS1 RAP1GAP2 RAPGEF4 REV1 RGS2 RHPN2 RIC8B RICTOR RIMS4 RNF139 RNF152 RNF183 RPS6KB2 RUFY1 RYK SCYL3 SDC2 SEC62 SEMA6A SEPTIN11 SH3BP5 SH3KBP1 SH3PXD2B SHC1 SLC10A3 SLC10A7 SLC12A5 SLC16A7 SLC18A3 SLC1A1 SLC1A2 SLC22A5 SLC25A1 SLC25A25 SLC25A42 SLC35A1 SLC38A4 SLC39A1 SLC39A10 SLC6A9 SLC7A8 SLC9A2 SLF2 SNX16 SORT1 SOX5 SOX6 SP7 SPAST SPEN SSC4D ST3GAL3 ST7 STARD7 STK35 SYPL2 TAC1 TACC1 TBC1D22B TBL1X TBX1 TBX15 TGFBR1 TLL1 TM9SF4 TMBIM6 TMEM163 TMEM198 TMX1 TNS3 TPM1 TRIB3 TRIM46 TSC22D3 TSKU TTYH3 TUT4 UBE2G1 UCK2 USF3 VAMP8 VAT1 VAT1L WIPI2 XIAP XKR4 YIPF4 ZBTB41 ZCCHC3 ZDHHC17 ZFAND5 ZFC3H1 ZFHX4 ZFP36L1 ZHX1 ZHX2 ZIC2 ZNF704 GTGCCAT_MIR183 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GTGCCAT_MIR183 ABCA1 ABRAXAS2 ACVR2A ADGRL1 AGO2 AMD1 AMMECR1L ANKRD13C AP3M1 ARFGAP2 ARHGAP21 ARHGEF18 ARPP19 BACH2 BAGE2 BAZ1B BNIP3L BRMS1L BTG1 BZW1 CDK5R1 CELF2 CELF6 CELSR3 CFL2 CHRD CILK1 CLCN3 CSNK1G1 CSNK1G3 CTDSP1 CTDSPL CTNNA2 DAGLA DAP DCX DGCR2 DTNA DUSP10 EGR1 EML4 ENAH EPHA4 ERP44 EZR FAM76B FCHO2 FOXN2 FOXO1 FOXP1 FRMD6 GARRE1 GATAD2B GNG5 GREM2 GSE1 HAPSTR1 HBEGF HECTD2 IDH2 ING3 IRS1 ITGB1 JADE2 KCNJ14 KCNK10 KCNK2 KLHL3 L3MBTL3 LAPTM4A LMO3 LRP6 MAL2 MAP3K4 MAPK8IP1 MBNL1 MEF2C MTMR6 MXD4 NADK2 NCK2 NCS1 NR3C1 OGT OSBPL8 PAM PDCD4 PDCD6 PDE4D PEX19 PFN2 PHF6 PHLDB2 PIM1 PKP4 PLAG1 PLAGL2 PLCB4 PLEKHA3 PLEKHA5 POLR2D PPM1E PPP1R14B PPP2CA PPP2CB PPP2R2A PPP2R5C PRKCA PRUNE2 PSEN2 PTDSS1 PTPN4 QKI RAB11FIP4 RAB8B RAI14 RALA RALGDS RCN2 RHOBTB1 RIMBP2 RNF138 RPS6KA3 SACS SCYL3 SEMA6D SERP1 SIN3A SLAIN1 SLC22A23 SLC35A1 SLC44A1 SLITRK1 SLITRK3 SMCO4 SMPD3 SNCB SNX1 SOX6 SPOPL SPRY3 SRSF11 SRSF2 SSRP1 STK38L TCF12 TET1 THEM4 TLE4 TMED7 TMPO TMSB4X TMSB4XP8 TMSB4Y TPM1 TPM3 TRAM1 TTC7B TUB UNC13B USP47 VDAC1 VPS37A XKR6 YES1 YOD1 YPEL5 ZDHHC6 ZFPM2 ZFYVE26 ZMYM2 ZNF592 GTGCCTT_MIR506 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GTGCCTT_MIR506 ABCA1 ABCC4 ABCD1 ABHD4 ABHD5 ACADVL ACTN4 ADAM19 ADAMTS9 ADCY9 ADGRL1 ADNP2 AFF4 AGO1 AGPAT5 AHR AIF1L AK2 AKAP6 AKT1S1 ALDH9A1 ALG2 ALKAL2 AMMECR1 AMMECR1L AMOT ANKRD27 ANKS1B ANTXR2 ANXA11 AP1G1 APBA3 APLN AR ARFGEF3 ARFIP1 ARHGEF37 ARHGEF40 ARHGEF6 ARID5B ARL5B ARMC1 ARRDC1 ASCC2 ASF1A ATF7IP ATL3 ATP1A1 ATP2B4 ATP7A AXIN1 B4GALT1 BACH2 BCAT1 BCKDHA BCL11A BCL11B BCL2L11 BCL6 BICD2 BLOC1S6 BRWD1 BTBD7 BTG2 C2orf69 C9orf72 CACFD1 CACUL1 CADM1 CALCOCO1 CALU CAMTA1 CAPN1 CAPN6 CARNMT1 CASKIN1 CASQ2 CAV1 CBL CBX2 CC2D1B CCDC177 CCDC71L CCDC86 CCND2 CD151 CD164 CDC14B CDH2 CDH9 CEBPA CEP43 CERS2 CGN CHIC2 CHODL CHP1 CHRD CHSY1 CLDND1 CLIC6 CLIP3 CLMP CLOCK CMPK1 CMTM4 CNEP1R1 CNKSR3 COL4A1 COL5A1 CPD CPEB1 CRAT CREBRF CTDSP1 CTDSP2 CTDSPL CTNND1 CTXN1 CYB5A DACT1 DAPK1 DCAF5 DDX3X DDX3Y DDX6 DENND6A DGAT2 DHCR24 DIPK2A DLG5 DLL4 DLX2 DLX3 DLX5 DMRT1 DNAJB14 DNAJC1 DNAJC25-GNG10 DNASE2 DNM2 DPY19L3 DUSP15 E2F3 E2F5 EAF1 EDEM1 EDNRB EDRF1 EFNB1 EFNB3 EGR2 EIF3B ELK3 EMC10 ENAH EPHA2 EPS8 ERN1 ESYT2 EVI5 EYA1 EYA2 EYA4 FAF2 FAM104A FAM117A FAM133B FAM171A1 FAM174A FAM174B FAM177A1 FAM210A FAM234A FAM53B FAM76A FAM76B FAM81A FAR1 FBXO27 FBXO38 FCHO2 FCHSD2 FLOT1 FLOT2 FLRT3 FMNL2 FMR1 FNBP1 FOXQ1 FRAS1 FSD1L FSTL3 FSTL5 FURIN FXR2 FZD4 G3BP1 G3BP2 GABPB2 GALNT10 GALNT9 GAPVD1 GATA6 GBGT1 GDAP1L1 GDAP2 GFPT2 GGA2 GID8 GLCE GMFB GNAI1 GNAI2 GNAI3 GNG10 GPAM GPATCH8 GPT2 GRB2 GRIA2 GRIA3 GRID1 GRIN3A GRSF1 GYS1 HADH HADHA HDAC4 HDAC9 HECTD2 HIC1 HIP1 HIPK1 HIVEP1 HIVEP2 HIVEP3 HS1BP3 HTATIP2 ICE2 IGF2BP1 IL17RC IL9R INSM1 INTS15 IQGAP1 IQGAP2 IRF1 IRF2BPL ITGA3 ITGA7 ITGB1 ITM2C ITSN2 JAG1 JAG2 JAKMIP3 KANK1 KAT7 KCNK10 KCNK2 KCTD5 KIAA1958 KIAA2013 KIF16B KIF21B KIF2A KIF3A KLF13 KLHL24 KMT2A KPNA3 KPNA4 LAMC1 LCLAT1 LCOR LDLRAP1 LEMD2 LEMD3 LHX2 LIMCH1 LIMD2 LINC00661 LMF2 LMO3 LMO4 LNPK LPP LRCH4 LRIG1 LRRC1 LRRC57 LRRFIP2 LUC7L2 LZTS1 MAGT1 MAML1 MANBAL MAP2K4 MAPK14 MAPK7 MAPKAPK2 MARF1 MARVELD1 MAT2A MCU MDGA2 MDK MGAT4A MIB1 MID1IP1 MIDEAS MINAR1 MITF MKX MLEC MOB1B MOCS1 MTR MXD4 MYADM MYADML MYH10 MYH9 MYLK MYLK2 MYO10 MYO1E MYRF MYRIP N4BP1 NAA15 NACC1 NAP1L3 NAP1L5 NAV1 NCK2 NCOA4 NDST1 NEBL NEGR1 NFAT5 NFATC1 NFIX NHLH1 NIBAN2 NIPA1 NKAP NKRF NME4 NMT1 NPAT NR2C2 NR3C1 NR3C2 NR4A1 NR4A3 NRAS NRCAM NRP1 NRP2 NSMAF NSUN2 NUDCD2 NUMA1 NXN OAF OGFOD3 ORC2 OSBP OSBPL10 OSBPL11 OSBPL7 OSBPL8 OVOL1 OVOL2 P4HA1 P4HA2 PABIR1 PABIR2 PAFAH1B1 PALLD PAM PAN3 PAPSS2 PAQR9 PARP16 PAX3 PCDH19 PCDH8 PCDH9 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 PCGF2 PCYOX1 PDCD6 PDE4B PDE5A PDIK1L PGAP1 PGF PGM1 PGRMC2 PHF19 PHF6 PHLDB1 PI4K2B PIK3IP1 PIM1 PIP4K2C PITPNA PLAG1 PLCB1 PLCXD3 PLEC PLEKHH1 PLOD3 PLP2 PLSCR3 PLXNA3 PNKD PNPLA2 POGLUT1 PPIF PPM1F PPP1R3D PRDM13 PRDM2 PRKD1 PRPF38B PRPS1 PRR3 PRRX1 PSEN1 PSKH1 PTBP1 PTBP2 PTBP3 PTPN11 PTPN12 PTPN9 PTPRZ1 PTTG1IP QKI QSOX1 RAB10 RAB11FIP1 RAB11FIP4 RAB11FIP5 RAB22A RAB34 RAB38 RAB3D RAD17 RALBP1 RALGAPB RALGDS RANBP10 RAPH1 RARG RASGEF1A RASSF5 RAVER1 RB1CC1 RBL1 RBM12 RBM24 RBM33 RCAN1 RCC2 RDH10 RETREG1 RFFL RFX1 RFX4 RHOG RHOU RILPL1 RNF114 RNF128 RNF135 RNF141 RNF165 ROR2 RPS6KA1 RPS6KA4 RREB1 RSRC2 RUFY1 RXRA RYR1 RYR2 RYR3 SBNO2 SCAMP2 SCD SCN2B SCN4B SCUBE3 SDC4 SDF2L1 SEMA6A SEMA6D SEPTIN10 SEPTIN9 SERINC2 SERP1 SERTAD2 SERTAD4 SESTD1 SFMBT2 SFRP5 SFT2D2 SGCZ SGK1 SGMS1 SGPL1 SGPP1 SH2B3 SH3KBP1 SH3PXD2A SH3RF1 SHANK2 SHC1 SHC4 SHROOM4 SIK2 SIX4 SKI SLC10A7 SLC12A2 SLC12A5 SLC15A4 SLC16A1 SLC17A5 SLC22A5 SLC25A1 SLC25A39 SLC27A1 SLC29A1 SLC2A13 SLC30A7 SLC35A4 SLC44A2 SLC7A1 SLC9A2 SLC9A9 SLCO5A1 SLF2 SLIT1 SLITRK2 SLITRK3 SLITRK4 SLITRK5 SLITRK6 SMAD5 SMARCAD1 SMCO4 SMOX SMPD3 SNF8 SNTA1 SOCS5 SORCS1 SOX8 SP1 SP7 SPECC1L SPINDOC SPIRE1 SPOCK2 SPOPL SPPL2A SPRED1 SPTLC1 SPTLC2 SREK1 SRGAP3 SRPK3 SRSF6 SSH2 ST8SIA2 ST8SIA4 STARD7 STAT3 STEAP3 STK26 STK35 STK38 STK39 STK4 STX2 STYX SUCO SUMF1 SVIL SYPL1 TAL1 TAMALIN TBC1D1 TBX19 TDG TEAD1 TECPR2 TEX261 TFAP4 TFCP2L1 TFEB TFRC TGFBR1 THAP2 THUMPD1 TJP2 TLCD3A TLE4 TLE5 TLN1 TMCO3 TMED1 TMED10 TMEM104 TMEM109 TMEM117 TMEM134 TMEM150A TMEM184B TMEM245 TMEM259 TMEM63C TMOD1 TNFSF11 TNRC6B TOM1L1 TOMM34 TOR3A TP53INP1 TP53INP2 TPCN2 TPD52L2 TPST2 TRABD TRAM2 TRAPPC10 TRIB3 TRIM39 TSC22D1 TSC22D4 TSEN54 TSHZ1 TSKU TTC26 TTL TWSG1 TYSND1 UBAP2 UBE2G1 UBE2O UBE3A UBE4A UBN1 UBR7 UBXN1 UHRF1 UPF3B USP1 USP32 USP32P2 USP38 USP47 USP6 VAMP3 VAMP4 VAMP7 VAT1 VCAN VEZF1 VIM VPS35 VPS37B VPS37C VPS4B WDFY3 WDR44 WDR48 WDR81 WIPF1 WIPF2 WIPI2 WSB1 WTAP XPO4 XPO5 XRN1 YEATS2 YJU2B YME1L1 YTHDF3 ZBED4 ZBTB11 ZBTB6 ZCCHC24 ZDHHC2 ZFAND3 ZFP36L1 ZKSCAN3 ZMPSTE24 ZNF189 ZNF2 ZNF213 ZNF219 ZNF25 ZNF609 ZNF687 ZRANB2 ZSCAN22 GTGGTGA_MIR197 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GTGGTGA_MIR197 ACACA ADGRL3 AGAP2 AGO2 ANK2 ARHGEF5 ARL6IP1 ARMC1 ASB15 ATP6V1A BCL7A BRCA1 CILP CMTM4 CNPY3 CTNND1 DDX11 DDX52 DNM1 DPP3 DUOXA2 EBF1 ETF1 FBXO21 FBXO33 FBXW7 GATAD2B GGA2 GRIA2 GRIN1 HERC4 HNRNPD IGFBP3 IL1RAP KCND2 KCNIP2 KLHL14 MAPK4 NHLH2 NLGN1 NLK NUP153 OSBP OTUB1 PABIR2 PCDH19 PHF20L1 PIANP PNCK PPM1E PPP4R3B PTPN9 PYY2 RAB28 RBM38 RNF26 SAR1A SCAMP1 SELENOI SLC32A1 SMG1 SMYD5 SPPL3 SYNGAP1 SYNGR1 TAL1 TTLL7 TXLNG UBE2R2 USP4 ZIC3 ZNF827 GTGTCAA_MIR514 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GTGTCAA_MIR514 AFF4 AGAP1 ANAPC1P2 AR ARFGAP2 ARHGEF9 ARRDC3 BAALC BRWD1 C2CD5 C7 CARM1 CCNE2 COL2A1 CPNE8 DHX57 EIF4ENIF1 ENAH ERC2 EXOC5 FAM117A FOXO4 FZD4 GRM8 IGBP1 KLF13 KMT2A MYO1B NAV3 NCOA7 NR3C1 NRXN3 OAZ2 PCCA PIK3C2B PPIL1 PPM1F PPP2R1A PPP3R1 PRICKLE2 PTEN PTPRG RAB3A RBX1 RNF19B SCN3A ST8SIA2 SVIL SYT11 TAL1 TAOK2 TCF12 TRIM2 TSPAN9 UBQLN2 USO1 VAT1 ZBTB41 ZIC1 ZNF282 ZNF536 GTGTGAG_MIR342 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GTGTGAG_MIR342 ACP4 AGPAT4 AKIRIN1 ARHGEF37 ARID1B ATXN2L BMPR2 BTBD7 CAMKK2 CCDC184 COL2A1 CPLX3 CTNND1 DDX3X DDX3Y DDX50 E2F3 EDA EFL1 EP300 FAM53C FHL3 FRMD4A FUT8 GRIN1 HOXB8 ID4 INO80 KLF13 KLK6 KMT2A KPNB1 MAGIX MAP3K20 MEIS1 MINK1 MRFAP1 MSI1 NBEA NDEL1 NRG1 NSD2 PDGFRA PLPPR4 PPM1F PTPRN RASA1 RASAL2 RASSF1 RICTOR RPS6KA5 RPS6KB1 RSBN1 SCAND2P SEPTIN3 SLC6A8 SOX6 SUGP1 TAB2 TFDP2 TRIOBP UBE2D2 UBN1 UNC45A VEGFA ZIC4 ZNF462 ZNF607 GTGTTGA_MIR505 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GTGTTGA_MIR505 AGFG2 AKAP1 ALS2 ARHGAP26 ATP2B1 ATP2B2 B4GALT1 BCL11B BICD2 BMAL1 BMT2 BOLA2 CAMK2D CAMK2N2 CANX CBX6 CCDC178 CELF1 CEP44 CGGBP1 CITED2 CNIH1 CREB1 CTDSPL CYFIP2 CYP46A1 DDX3X DDX3Y DHRS11 DHX15 DPYSL3 EIF3A ELAVL2 EPN2 FIGN FOXO4 FZD8 GCC1 GDA GLP1R GPBP1 GPR85 H2AZ2 HIPK1 HUWE1 IRF2BPL KCNJ2 KHDRBS1 KIAA0408 KRAS LIN28A LRCH1 MAFB MAPK14 MBNL1 MECP2 MKRN1 MSL2 MXI1 MYCN NDUFA4L2 NFE2L1 OTUD4 OTUD5 PABIR1 PALM2AKAP2 PCDH9 PDE4D PDPK1 PMP22 RANBP9 RNF44 RREB1 RTF1 RUNX1 SELENOI SH3RF1 SIRPA SIRT3 SLC12A2 SLC18A2 SLC25A3 SOBP SON SRGAP2 SRSF1 STRN3 TAFA5 TBL1XR1 TMEM263 TTBK2 UBE2D3 UBR3 USP32 USP32P2 USP47 USP6 VEZT YPEL5 YTHDF3 ZBTB18 ZIC2 ZMYND11 ZNF609 GTTAAAG_MIR302B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GTTAAAG_MIR302B ACVR1 AFF4 ALCAM ANK2 AP1G1 AP1S1 ARID4B ASXL1 ATP2C1 ATXN1 BCL6 BMAL1 C5orf24 CNBP CPEB2 CTNND2 DAZAP1 DDA1 DOLPP1 DYNLT5 EPC2 FAM168B FAM210A FMR1 GAD1 GGNBP2 GRB2 HOXA5 ING3 KCNMA1 KHDRBS1 KPNA3 LCLAT1 LPIN1 LRRN1 MINDY3 MLEC MOB3B NLK NRP1 NRXN3 PAXIP1 PCDH9 PDGFRA PDK2 PKP1 PLAGL2 POU3F2 PRRX1 PURB R3HCC1L RAB14 RANBP2 ROBO2 SIPA1L2 SLC26A9 SLC9A6 SMAD3 SPAST SRSF2 ST8SIA2 STAG2 SYNJ1 TIPARP TM4SF19 TMEM45A TRAF7 VSTM2A WNT3 GTTATAT_MIR410 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GTTATAT_MIR410 ADAM10 ADM ANKRD12 ARID2 ARID4B ATG16L1 ATP2B2 BAZ2B C11orf87 C16orf87 C18orf25 CASK CBFB CBX4 CHD7 CITED2 COPS7B CPEB3 CPEB4 CPSF6 CREB5 CSNK1G1 DACH1 DOCK9 DPYSL2 DTNA ETS1 FBXO33 FCHO2 FGF7 FGF7P3 FGF7P6 FMNL2 FMR1 GDF6 GRIA2 HERC4 HMGB1 HS3ST1 IP6K1 ITCH ITPKB KAT6A LAMP2 MACF1 MAF MAP4K5 MFSD14A MINAR1 MOB1B MSI2 MSL2 MSTN MYLIP NEXMIF NR2F2 NR3C1 NRXN3 NTRK2 NUMB OR51E2 OTX2 PCDH8 PHF20L1 PHF6 PRKAR2B QKI RAB1A RAB8B RAI1 RAI14 RDX RERE RGS16 RPS6KA5 SCAMP5 SMAD7 SOX1 SP3 SP4 ST18 ST8SIA4 SYN2 TAFA5 TEAD1 TENT4A TMEFF2 TNFSF11 TNRC6B YAF2 YIPF4 YY1 ZZZ3 GTTTGTT_MIR495 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GTTTGTT_MIR495 ABCA2 ACACA ACTC1 ACTR1A ACVR1B ADAT2 ADGRB3 AFF2 AGBL5 ANAPC1 ANKRD13C AP1G1 AP3M1 APPBP2 ARHGAP5 ARMC8 ASB7 ATP2B2 ATP8A2 ATRN BAIAP2 BBOF1 BCL11A BCL11B BDNF BHLHE41 BUD13 C18orf25 CADM1 CAMK2G CAPZA1 CBFA2T2 CBL CBX4 CD164 CDH13 CDK6 CDYL CELF1 CELF2 CNR1 CPEB3 CPNE4 CPSF6 CREBZF CRIM1 CSNK1E CSTF3 CYB5B DAG1 DCAF6 DCLRE1B DDIT4 DDX3X DDX3Y DEDD DHX40 DMRT1 DNAJC14 DUSP6 DYNC1LI2 DYRK1A EFCAB14 ELAVL1 EML4 EMSY EPB41L4B EPC2 EPHB2 ETS1 FAM133A FAM219A FBN2 FKBP5 FOXO3 GLCCI1 GMFB GPM6A GRM7 GSE1 HBEGF HIPK1 HMGCLL1 HMGXB4 HNRNPH1 HNRNPH2 HNRNPU HOMER1 HOXB9 HOXC6 HOXC8 HSDL2 HSPA5 HYCC2 IGF1 ILF3 IREB2 JAG2 JOSD1 JUN KCNJ2 KLF13 KLF5 LARGE1 LHX2 LRRK1 LUC7L3 MAML3 MAPK6 MARCHF7 MARCKS MARK3 MBNL2 MDM1 MGAT2 MINAR1 MLEC MOB3B MORF4L1 MORF4L2 MPPED2 MTSS1 MVB12B MYLK MYT1L NAA30 NAB2 NCOA1 NEUROD6 NFAT5 NHLH2 NHLRC3 NKRF NR6A1 NRBF2 NUFIP2 OGT PABIR2 PAIP1 PAQR9 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 PDCD10 PDE4D PELI1 PER2 PHF6 PLCH1 PLEKHH3 PNN POU4F2 PPP3CA PPP6C PRKX PRKY PRR7 PRRC2A PRRT2 PSME3 PTCH1 R3HDM2 RAI2 RANBP1 RASD2 RBPMS2 REV1 RGS17 RICTOR RIMS4 RLF RND3 RORB RPRD1A RREB1 RSBN1 RUNX1T1 RUNX3 S1PR3 SATB1 SCD SCN8A SEL1L SEMA6D SEPTIN7 SGK1 SGMS1 SKIDA1 SLC35A2 SLC38A2 SLF2 SNRPB SNRPD1 SOGA1 SOX5 SOX6 SOX9 SP1 SP4 SPAST SRSF10 SRSF11 SRSF5 SSR1 SSX2IP ST18 ST8SIA2 STAG2 STRN SUPT16H SZRD1 TARDBP TGFB2 THBS2 TIMP2 TMED10 TMED9 TMEM127 TMEM183A TNFRSF21 TNRC6A TRAPPC10 TSC22D3 TSHZ3 TWF1 UBE2Q1 UBE2Z UBE3A UBN1 USP32 USP32P2 VCPIP1 VDAC2 VEZF1 VPS13D WASHC4 WDTC1 YTHDC1 YTHDF3 ZBTB18 ZFAND3 ZFAND5 ZFX ZIC3 ZNF362 ZNF503 TAATAAT_MIR126 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TAATAAT_MIR126 ACTR1B ADAM9 ADCYAP1 ADGRB3 ADGRF5 AFF2 AHCTF1 AKNA ALCAM AP1G1 AP3B1 ARF6 ARGLU1 ARHGEF12 ARID1A ATN1 ATP2B1 ATP6V1A ATRN AXIN1 AZIN1 BCL11B BCL2L2 BHLHE41 BLTP3B BRD1 BZW1 CDCA7 CDK19 CELF2 CEPT1 CHD1L CHUK CLASP1 CLEC1A COBLL1 COL1A1 COLEC12 CUL2 DAB2IP DACH1 DBR1 DCLK2 DCUN1D3 DDR1 DENND6A DICER1 DVL3 DYRK2 EIF3J EIF4A2 ERBIN ERG ERGIC2 ERLIN2 ESRRG EYA1 FAM120A FGF7 FGF7P3 FGF7P6 FGFR2 FGFRL1 FLRT2 FNDC3A FOXN3 GABRA5 GHR GMPPB GPBP1 GPBP1L1 GRIA2 GRIK1 GRM8 HAPSTR1 HDAC4 HECA HECW2 HMGB1 HMGXB4 HOMEZ HOXB2 HOXB5 HS3ST3B1 ING3 INPP5D JAG1 JPH1 KAT2B KCND2 KCNH2 KCNJ5-AS1 KIFAP3 KLF12 KPNA4 LDLRAD2 LIN9 LPP LRATD2 LRCH2 LRP1 LRRC3B LRRC42 MAFB MAN1A1 MAP3K2 MARCHF3 MAT2B MATN3 MEF2D METTL17 MIA2 MID1 MMP16 MPC1 MTCH2 MYEF2 MYT1 NDFIP1 NDUFAF3 NEUROG2 NFS1 NKD1 NOVA1 NPAS2 NR5A2 NTRK2 NUAK1 OGT PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 PCSK2 PDE7B PHLPP1 PLAG1 PLEKHB2 PNN PNRC1 POU4F1 PPARGC1A PPP1R10 PPP2R5E PPP6R3 PRDM8 PRKCE PTPN11 PTPN12 PURB RAB11FIP2 RABL3 RAD51B RASAL2 RFX4 RNF138 RNF152 RTN4RL1 RUNX1T1 SCRT1 SEMA6D SKIDA1 SLC35A3 SLC49A4 SLC4A10 SMC4 SP7 SPAG9 SPAST SRRM1 SRRM4 STC1 STK24 SYAP1 SYT7 TAOK1 TBC1D15 TCF12 TFEC TGFBI THRB TMED2 TMED7 TMEM135 TMEM266 TMEM47 TMX1 TRIL TRIM8 TRPS1 TSC22D4 TSHZ1 TSHZ3 UPP2 USP15 USP3 VAPA VEGFA WAPL XPR1 ZBTB2 ZC3H12B ZC3H7B ZFC3H1 ZFHX4 ZIC1 ZIC4 ZMPSTE24 ZNF354C ZNF583 ZNF777 TAATGTG_MIR323 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TAATGTG_MIR323 ACAT2 ADAMTS6 AFF4 AKIP1 ANKHD1 ANKRD27 ANO4 ARFIP1 ARGLU1 ARHGAP20 ASF1A ATP11B AUH BET1 BORA BTAF1 CAMTA1 CBFA2T3 CCDC117 CCDC6 CCND1 CDKN1B CEPT1 CHCHD4 CLASP1 CLCN3 CPEB4 CREB1 CRK CSNK1G3 CUL1 CXCL12 DCUN1D1 DDX3X DHX36 DIP2C DPF2 EBF3 EGR3 EIF3J ENTPD5 FAM135A FAM20B FANCI FBN1 FBN2 FCHO2 FEM1B FGD4 FNBP1L G3BP2 GJA1 GPM6A HAPSTR1 HEXIM1 HIPK1 HOOK3 HOXA1 HOXB5 HS2ST1 INTU IRF2BPL KCNJ3 KDM6A KPNA1 KPNA3 LARP1B LCLAT1 LPP LRRC4 MAP3K3 MAP4K4 MAPRE1 MARCKSL1 MCFD2 MRC1 MYLIP NDEL1 NFAT5 NFIX NFKB1 NKAIN2 NPR3 NR4A3 NRK NSD2 NT5C3B NUAK2 NUFIP2 OSBP PAK5 PCDH9 PCNX2 PDCD10 PHF21B PITPNA PJA2 PKP4 POU2F3 POU4F2 PPARGC1A PPP1CB PPP4R4 PTK2B QSOX2 RAB10 RAB11FIP2 RAB1A RADX RANBP9 RCN1 REV3L RNF214 RPGRIP1L RPS6KA3 RSBN1 SATB1 SEMA6D SEPTIN3 SETD7 SLC4A4 SLITRK2 SLMAP SMARCAD1 SPSB4 SRSF1 STAT5B STK35 STX12 SUCO SUMO1 TBPL1 TEAD1 TGFA TGIF1 TMED7 TMOD1 TMPO TNRC6A TOP1 TOP2B TRIM33 UBE2O UBL3 UHRF2 ULK2 USF3 USP46 USP9X VGLL3 VPS26B WBP2 WTAP YEATS2 ZBTB2 ZC2HC1A ZDHHC21 ZEB2 ZHX1 ZIC1 ZMYM2 ZNF318 TACAATC_MIR508 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TACAATC_MIR508 ABLIM3 ADNP AGO2 ARHGEF12 ARL4C ARPP19 BDNF BMI1 CENPP CLASP1 CPNE2 CTDSPL2 DHDDS DNAJB1 EIF3J FCHSD2 FGF7 FGF7P3 FGF7P6 GLCE GRIA2 GRM8 HBP1 HMGA2 HMGN1 HOXA1 HTR2C KLF4 LAMTOR3 LHX8 LMO3 MAPK1IP1L MITF MSTN NDST1 NLK NONO NR4A3 NUMB PHTF2 PHYHIPL PIKFYVE PPP4R3A PTPN9 PURB RAD23B RANBP9 RAPH1 RHOQ RNF103 RSBN1 SATB1 SEPTIN7 SETD7 SMG1 SORCS1 SREK1 SRSF1 SUB1 TAB3 TFAP2B TNPO1 UBP1 VAPA VNN3P ZBTB33 ZBTB44 TACGGGT_MIR99A_MIR100_MIR99B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TACGGGT_MIR99A_MIR100_MIR99B ADCY1 AGO2 AP1AR BAZ2A CTDSPL CYP26B1 EPDR1 FGFR3 FZD8 HOXA1 HS3ST2 HS3ST3B1 ICMT INSM1 KBTBD8 MBNL1 MTMR3 MTOR RAVER2 SLC44A1 SMARCA5 TRIB2 ZZEF1 TACTTGA_MIR26A_MIR26B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TACTTGA_MIR26A_MIR26B ABHD2 ACADSB ACBD5 ACSL3 ACVR1C ADAM19 ADAMTS6 ADM AKAP6 ALDH5A1 ALS2 AMMECR1 AMOT AMPH ANKS1A ANKS1B APC AQP4-AS1 ARHGAP17 ARID2 ARL4C ARPP19 ASPN ATF2 ATM ATP11C ATP1A2 ATPAF1 BAK1 BAZ2B BCR BHLHE40 BLOC1S2 BOD1 BRWD1 BTBD7 C2CD2L C9orf40 CACNA1C CAMSAP1 CARMIL1 CBFB CCDC141 CCDC28A CCDC6 CCND2 CCNE1 CD200 CDK2AP1 CDK6 CELF2 CELSR1 CEMIP2 CEP350 CHAC1 CHFR CLASP2 CLDND1 CMTM4 COL10A1 COL19A1 COX5A CPSF2 CREBRF CREBZF CSNK1G1 CTNND2 CTTNBP2NL DAPK1 DCDC2 DENND10 DEPDC1B DLG5 DMXL1 DUSP5 E2F7 EHD1 EIF3A EIF4G2 EIF5 ENC1 EP400 EPB41L3 EPC2 EPHA2 ERC2 ERLIN1 ESCO1 EZH2 FA2H FAM120A FAM136A FAM98A FANCA FBXL19 FBXO11 FGD1 FNIP1 G3BP2 GABRB3 GRHL3 GSK3B GTF3C2 HAO1 HAS3 HECTD3 HERC4 HGF HMGA1 HMGA2 HOXA5 HPGD HTR2A IGF1 INHBB INTU ITGA5 JAG1 JAKMIP2 KALRN KBTBD8 KCNH7 KCNJ2 KCNK1 KCNQ4 KLF10 KLHL42 KPNA2 LARP1 LARP4 LCOR LGR4 LIF LSM11 LSM12 LTBP1 MAB21L1 MAN2A1 MAP2 MAPK6 MARK1 MCL1 MED13L MEX3B MIB1 MITF MKNK2 MMP16 MOB1A MRAS MTDH MTX2 MXI1 NAA15 NAB1 NABP1 NAMPT NAP1L5 NCEH1 NDFIP2 NEK6 NEXMIF NFE2L3 NHS NOL4 NRIP1 NTN4 NUP50 NUS1 OSBPL11 OSBPL2 OTUD4 PAK2 PALMD PAN3 PATZ1 PAWR PCDH18 PCDH9 PCK1 PDGFRA PDHX PEDS1 PELI2 PFKFB3 PHF21A PHF6 PHLDB2 PHTF2 PIM1 PITPNC1 PLCB1 PLEKHH1 PLOD2 PLP1 PNRC1 POF1B POM121 PPP3CB PPP3R1 PRKCD PSD3 PTER PTGS2 PTP4A1 PTPN13 PURA RANBP10 RAP1A RAP2C RBM24 RCN1 RCN2 REEP4 RELCH RESF1 RGS4 RLF RNF6 RPGR RPS6KA2 RTF1 RTN1 SACS SALL1 SENP5 SERBP1 SH3D19 SH3KBP1 SH3PXD2A SHTN1 SLC12A2 SLC1A1 SLC22A23 SLC24A4 SLC25A16 SLC38A2 SLC4A4 SLC4A7 SLC7A11 SMAD1 SMAD4 SNN SPOCK2 SRGAP1 SRP19 SRPK1 SSH2 SSX2IP ST8SIA4 STAC2 STK39 STRADB STRBP STYX SYT10 TAB3 TAF12 TBC1D4 TENT2 TMCC1 TMEM184B TMEM200B TMEM33 TNRC6A TNRC6B TOB1 TRIB2 TRPC3 TTC13 TWF1 UBE2D1 UBE2G1 UBE4B UBR3 ULK1 ULK2 USP15 USP25 USP3 USP37 USP9X VAMP1 VANGL2 VLDLR WAPL WNK3 WNT5A XKRX YPEL1 YTHDF3 ZBTB18 ZCCHC24 ZDHHC18 ZDHHC6 ZFHX4 ZFX ZNF217 ZNF410 ZNF462 ZNF608 TAGAACC_MIR182 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TAGAACC_MIR182 ACYP1 AMZ2P1 BAAT BCL2L2 CADM1 CNOT6 CNTN2 CREM CRIM1 CXXC5 DDX3X DOCK9 FAM107B FAM78B FAT1 FLI1 FXR2 GALNT1 HDHD2 HOXB4 HYCC2 ISCA1 LSM14B NHS NUP153 PRMT8 RAB5A RBM12 RNF6 SEC22B SLC16A7 SLC6A4 SRSF1 SRSF10 TBR1 UBE2B ZFP36L2 ZNF532 ZNF800 TAGCTTT_MIR9 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TAGCTTT_MIR9 ACTL6A AFF3 AGFG1 AKT3 ANKRD10 ARHGAP5 ATMIN ATP11A ATXN1 BACH2 BCL11B BMAL1 C18orf32 C1orf21 CALD1 CAMK2G CASK CCN1 CCND2 CCSER2 CDK17 CELF2 CEP170B CEP41 CFL2 CIT CKAP2L CKAP5 CNTN4 CPEB2 CPEB3 CPEB4 CPSF6 CREB5 CREBZF CRISPLD1 CRK CTNND2 CYGB CYTH3 DCP2 DCX DDX3X DNAJC16 DNAJC6 DPYSL3 DR1 DTX3 DVL2 E2F3 E2F7 EIF4ENIF1 ELAVL2 ELOVL6 ENAH EPB41L5 EPHA7 ERBIN ESCO1 ETF1 FAM133B FAR1 FBXO22 FBXO33 FRAS1 FXR1 FYCO1 GABBR2 GABRA1 GABRB3 GK5 GNAI2 GOLGA4 GPHN GPM6A GSPT1 GSPT2 HIPK1 HMGB2 HNRNPA2B1 HNRNPH2 HOXB13 HOXB5 HS6ST2 HTR2C INSM1 ITGB1 JADE3 JAZF1 KAT2B KCNJ3 KCNN2 KCTD9 KIAA1217 KLC1 KLHL3 KMT5A KPNB1 KRAS KRIT1 LMBRD1 LRATD2 LRP12 LRP4 LRRC4 LRRTM1 MAGI1 MAP3K7 MAP7 MECP2 MEF2C MIB1 MITF MMP16 MSANTD4 MTMR12 MXD1 NAP1L5 NCKIPSD NDEL1 NDST1 NEGR1 NFKBIZ NKRF NLK NR2F2 NR3C1 NR4A3 NSMCE4A NT5DC3 OSBPL8 PALM2AKAP2 PALS1 PARD6B PCDH18 PCDH19 PCMTD1 PDK1 PDS5B PHF2 PHF20L1 PHF6 PI15 PIGF PITPNM2 PLCG1 POU3F2 POU4F1 PPP1R8 PPP3R1 PRKCE PRPF4B PSMD7 QKI RAB14 RAP2C RARG RBBP5 RBM39 RELT RIMKLA RSF1 S1PR1 SAR1B SENP1 SERF2 SET SFMBT1 SKAP2 SKP1 SLC16A1 SLC25A37 SLC9A9 SLITRK2 SLITRK3 SLITRK6 SMARCA1 SMARCA2 SNX31 SOCS4 SORBS2 SORCS1 SORCS3 SOX2 SOX21 SOX3 SOX4 SP5 SRCIN1 SREK1IP1 SRSF2 STAT1 STC1 STK4 STRN3 STX16 TAFA1 TARDBP TCEA1 TEAD1 TFAP2B THBD THRB TIMP3 TLL2 TMEM30A TMEM47 TNRC6B TP53INP1 TPD52 TPM1 TRAPPC11 TRIM33 UBE2D3 UBE2K UBE2W UEVLD VAMP4 VCPIP1 VPS13A WAC YAF2 YWHAZ ZBTB18 ZFHX4 ZFP36L1 ZFPM2 ZHX1 ZIC2 ZMYM4 ZMYND11 ZNF281 ZNF362 ZNF385B ZNF664 TAGGTCA_MIR192_MIR215 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TAGGTCA_MIR192_MIR215 ACVR2A ADGRL3 ALCAM AQP4-AS1 ARFGEF1 ARHGAP36 B4GALT2 BHLHE22 BLCAP C1orf21 CBL CCNT2 CTNNBIP1 DBT DDX3X DDX6 DYRK1A DYRK3 FAM229B FNDC3B GRHL1 H3-3B ILRUN KLHL42 LARP4 LPAR4 LRRFIP1 MECP2 MIPOL1 MSN MTMR4 NIPBL NRIP1 OLIG3 PCDH19 PKP4 PPP1R3D RAB2A RABGAP1 RB1 RICTOR SRSF6 TCF7 TMTC3 WDR44 ZEB2 ZNF536 TATCTGG_MIR488 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TATCTGG_MIR488 ACTR3 ADGRL1 ADNP AGO2 AKIRIN1 ARHGAP6 ATP1A1 C6orf120 C7orf25 CAB39 CALCA CCDC140 CD83 CDK13 CEBPA CEP85 CHMP7 CNN3 CPEB3 CPN1 CREBBP CREM DCAF11 EPHA3 FANCI FBXW7 LIFR MIER1 MLX NAV3 NCOA1 NFKBIZ NHLH2 NPM1 NRIP1 NRXN3 PCDH19 PDE4D PDSS2 PFN2 PRPF38A RAI1 RCAN2 RPGRIP1L SATB2 SIAH1 SLC26A9 SLC2A1 STC1 SYNGAP1 TMEM263 TOPORS VGLL4 VIRMA WDR26 YBX1 YTHDF3 YWHAB ZBTB44 ZCCHC2 ZFP91 TATTATA_MIR374 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TATTATA_MIR374 ABAT ABCA8 ABR ACTN1 ACTN4 ADAM10 ADGRL2 AFAP1L2 AFF1 AFF4 AMD1 ANLN ARHGAP28 ARHGAP5 ARHGAP6 ARHGEF40 ARID2 ARL15 ARL2BP ASCL1 ATMIN ATP1A1 ATP8B2 ATXN1 BACE1 BANK1 BHLHE40 BICD2 BMP2 BMPER BOLA3 BRD8 BRINP3 BSDC1 C11orf87 CADM2 CAMSAP2 CAND1 CAPRIN1 CAPZA2 CBX4 CCNE2 CCNL1 CD47 CEBPB CEMIP CHD7 CHST2 CILK1 CLIP4 CNTN4 CPEB4 CRIM1 CRTC2 CSMD2 CYP26B1 DACH1 DCAF6 DENND4A DIPK2A DMD DR1 DUSP6 DUSP8 DZIP1L EDAR EIF2S2 EIF3A EIF4G2 EN1 EP300 EPHA8 ESRRG ETV5 ETV6 EYA1 FAF2 FAM135A FBXO42 FGFR2 FKBP1A FMR1 FNDC3B FNIP1 FOSB FOXG1 FOXO1 FOXP1 FRMPD4 GADD45A GATA3 GBX2 GNB2 GOPC GPM6A HAPLN1 HAPSTR1 HDHD2 HECTD1 HERC2 HES1 HIVEP2 HLF HOMER1 HOXA1 HOXA10 HOXA11 HR HSPA4 IL10 IL15RA IQSEC2 KIAA2026 KIF20A LARP1 LARP4B LCA5 LDLRAD4 LEMD3 LIN9 LRP1B LRRN1 LTBP1 MAP2 MAP2K4 MAP2K6 MAP4K3 MAPK6 MBLAC2 MBNL2 MECP2 MED12L MED13 MEF2D MEIS1 METRNL MEX3B MEX3C MGAT4A MKX MLX MMP14 MOB4 MSX1 MTMR12 MTREX NCOA1 NCOA6 NEO1 NFIX NFKBIZ NHLH2 NIPBL NKX2-2 NLGN1 NMT1 NOG NOVA1 NPTX2 NR2F2 NR3C1 NR4A2 NR4A3 NTF3 NUAK1 NUMB NUMBL OCRL OSBP PAK5 PAPPA PAQR3 PARD6B PARP8 PAXIP1 PCDH10 PCGF3 PDE4B PDE4D PDE7B PDPK1 PELI1 PHF21A PHRF1 PIKFYVE PITX2 PKIA PKNOX1 PLAG1 PLPPR4 PMEPA1 PMPCB PNRC1 POU4F2 PPARGC1A PPP2R2C PPP6R1 PRDM1 PRKCD PROK2 PURA QKI RAB10 RAB38 RAI1 RALA RALGDS RBSN RC3H1 RELCH RER1 RFX4 RGS7BP RNF214 RNF38 RORB RREB1 RSF1 RUNX2 SCN2B SCN5A SERTAD2 SETD2 SEZ6 SF1 SLC35D3 SLC38A3 SLITRK1 SMAD6 SMARCAD1 SOCS4 SOX4 SP1 SP3 SP4 SPRY2 SRPK2 SRSF7 ST8SIA2 ST8SIA4 STARD13 STMN2 STYX SYBU SYNE1 SYT1 TCERG1 TCF12 TEAD3 TFAP4 TGFA TLE4 TLX3 TMEM108 TMEM161B TMEM47 TMSB10 TNRC6A TRAPPC8 TXLNB UBE2E3 UBE2H UST VAMP2 VCPKMT VEZF1 VWC2 WDR11 WDR20 WNT16 WNT5A WNT5B YTHDF3 ZC3H7B ZCCHC14 ZCCHC24 ZDHHC5 ZDHHC9 ZEB2 ZER1 ZNF131 ZNF217 ZNF236 ZNF423 ZNF711 TCATCTC_MIR143 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TCATCTC_MIR143 ABCB9 ADD3 AGPAT1 AHCYL1 AKAP13 AKAP6 AKIP1 AMMECR1 ARL15 ASB6 ATP10A ATP6V1A BCORL1 BICD1 BOLA2 BRCA1 BRD2 BSN CADM2 CBFB CLTRN CNNM3 CNOT4 CNTD1 COL5A2 CREB5 CREBZF CRELD1 CSNK1G3 CTNND1 DIP2B DNMT3A DTNA DTNB EGLN1 ELMOD1 ENSA ERBB3 ESRRG ESYT3 ETV6 FAM117A FAM221B FGF1 FNDC3B GABARAPL1 GALNT7 GFPT2 GID8 GIGYF2 GLI3 GNS GRHL2 HABP2 HIPK1 HMBS HOXA5 HOXA7 HTR2C IGFBP5 ITGA6 ITM2B ITPR1 KCNH8 KLC2 KRAS LARP1 LARP4 LASP1 LMO4 LRP12 MAB21L1 MAF MAP1B MAP3K7 MAPK7 MARCHF3 MCF2 MEX3C MIPOL1 MLLT3 MOGS MSI2 MYO6 NAA30 NECAP1 NETO1 NEURL1 NEXMIF NTRK2 NUAK2 NUP35 OTUD4 PC PHF20L1 PHF6 PHTF2 PNCK PPEF2 PPM1E PRKCE PRPF19 PSD3 PSME4 PTBP3 PTPN4 QKI RAB7A RALBP1 RBM24 REEP3 RMND5A RNF165 RNF6 RSRC2 SCAF8 SCAMP1 SCAMP4 SEPTIN3 SEPTIN4 SH3PXD2A SIDT1 SIGMAR1 SIX4 SLC16A2 SLC38A2 SMARCD2 SMNDC1 SOBP SRSF11 SSH2 ST8SIA4 STRN3 SYT3 TAOK2 TARDBP TMEM121 TPM3 TRAPPC8 TSC22D3 TUBGCP6 UBE2E3 UNC5A VAPB ZBTB44 ZDHHC9 ZFP82 ZNF607 TCCAGAG_MIR518C https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TCCAGAG_MIR518C ACACA ADGRL1 AGO1 AIRE ANK2 ANKRD26P1 ARID5B ATP2A2 AXL BACH2 C6orf62 CAMK2G CBX7 CCDC144BP CD34 CDC42 CHCHD3 CHKB CLUH COQ10B CSNK1G1 CSNK2A1 CUX2 DDT DLL4 DNMT3A DSEL ELAVL1 ELOF1 ETV5 GAD1 GCLC GDAP2 GGA3 GOLGA7 GPRC5B GRB2 GRK5 GTDC1 HMGN1 HNRNPAB HOXA1 IL18BP ING3 IQCB1 ITGB3 KDM2A KDM5C LINC00336 LSM12 LZTFL1 MAPK1 MARF1 MECP2 MED12L MEIS2 MEOX2 MICAL2 MKLN1 MLX MOB3B MSTN NALF2 NCF4 NCOR2 NFAT5 NFIX NR4A2 NRXN2 PARP6 PATZ1 PCDH19 PCDH9 PCDHGA1 PCDHGA10 PCDHGA11 PCDHGA12 PCDHGA2 PCDHGA3 PCDHGA4 PCDHGA5 PCDHGA6 PCDHGA7 PCDHGA8 PCDHGA9 PCDHGB1 PCDHGB2 PCDHGB3 PCDHGB4 PCDHGB5 PCDHGB6 PCDHGB7 PCDHGC3 PCDHGC4 PCDHGC5 PHF21A PPP1R12B PREB PRR3 PRX PSME3 PUM1 PYM1 RAB15 RALA RALGAPB RANBP10 RBBP5 RBFOX1 RBM47 RHOQ RHOT1 RICTOR RND1 RNF44 RPGRIP1L SALL2 SDK2 SELENOI SEPTIN4 SGCD SGMS1 SH2B3 SLC30A4 SLC38A2 SMCR8 SMPD3 SMURF2 SPATA45 SPRY2 ST3GAL4 ST8SIA2 STC1 SULF1 SYT7 TAF4 TCERG1 TCF12 TMEM184B TNK2 TNKS2 TWIST1 VAMP5 WDR1 ZDHHC9 ZFAND5 ZMYND11 ZNF606 ZNF652 TCCAGAT_MIR5165P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TCCAGAT_MIR5165P ACACA ACER3 ADAMTS6 AKAP1 ARGLU1 ARHGEF12 ARL4C ARL6IP4 ARL8B ASXL2 ATP2A2 ATXN1 ATXN7L2 B4GALT1 BCL7A BICRAL BRD4 CC2D2B CCDC47 CEP192 CLK1 CLLU1-AS1 CRYZL1 CSF1 CTTNBP2NL CXCL14 DBN1 DBNDD2 DDX3X DLAT DLX3 DLX4 EFNA5 EGLN3 EPHB1 FBXL20 FBXO33 FHOD3 FRAT1 FRAT2 GALNT3 GID4 GMFB GNAS GPRASP2 IQSEC2 ITGA9 KCNA3 KCNIP2 KDM6A LRRC8A MANSC1 MID1IP1 MIER1 MMP16 MNT MSANTD2 MYLK NCBP3 NCOA1 NCOA7 NHSL2 NR3C1 NSD2 NUMBL NUTF2 OAF OLA1 PBX3 PHTF2 PIK3C2B PLAGL2 RAB11FIP2 RAB1B RALBP1 RAP1B RASGRP2 RBM12 RSRP1 RYBP SEMA4D SH3RF1 SLC16A2 SLC1A1 SLC39A2 SMG5 SNX27 SOCS2 SPAG9 SPATA1 SPEF1 SRGAP3 SRSF5 SRSF9 STAG2 STAT3 STC1 TAB2 TIMM50 TLK1 TOB2 TRIB2 TRIT1 UBAP2 VAMP2 WDR26 ZDHHC9 ZNF282 ZNRF2 TCCCCAC_MIR491 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TCCCCAC_MIR491 AGFG1 AGPAT1 AKAP1 APH1A APPBP2 ARL4D ATP2A1 ATXN2L B4GALT5 C2CD2L CCDC113 CDHR5 CHD3 CHD4 CSRP1 DMPK DMRT2 DNAJB5 ESYT3 GDAP2 GIPC1 GPD1 HOXC11 HPS1 IGF2BP1 IL1RAPL1 ITPKA KAT7 KHDRBS1 MAP1A MAPKAP1 MBD6 MEIS2 MN1 MOCS1 MPV17 N4BP3 NFIB PATZ1 PDGFRA PLPPR4 PUM1 RNF40 SCAF1 SEH1L SEMA4G SEMA6D SMARCD1 STC1 SYNGAP1 TAF10 TCF7 TLN1 TRIM33 TRIOBP TRPV4 VWA1 ZBTB4 ZC3H7B ZNF644 TCCGTCC_MIR184 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TCCGTCC_MIR184 AGO2 ATXN2L CREB3L1 EPB41L5 FZD1 INPPL1 NUS1 PRKCB SF1 SLC6A9 ST20-AS1 TNRC6B UBAP2 TCGATGG_MIR213 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TCGATGG_MIR213 AGPAT4 APP GANAB MAX SATB2 SPACA6 TCTAGAG_MIR517 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TCTAGAG_MIR517 AEBP2 ARGLU1 ARIH1 BCL2L2 BRINP3 CBX8 CELF2 CS CUL3 DCX FBRS FEZ2 FST GTF3C4 HLTF HMGN3 HOXA4 HOXB13 HOXB9 ILF3 ING3 ISL1 KCND2 LYSMD1 MAGED1 MED26 METTL5 MSTN PABIR1 PAPPA PKNOX1 PLEKHA3 PTPN9 RBM3 RND3 RNF40 SCRT1 SECISBP2L SLC39A10 SMC1A SNAP25 TMEM117 TNPO2 TP53INP2 TWIST1 YPEL1 TCTATGA_MIR376A_MIR376B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TCTATGA_MIR376A_MIR376B ABRAXAS2 ADNP AGO2 ANK2 ATP6V1G1 BCL2L11 BNC1 BPTF BRWD1 CAPN3 CAPZA1 CASP8 CEBPB CELF4 CNIH1 COPS7A CRISPLD2 CSNK1G3 CUX2 DCAF5 DLX5 DSCAML1 EFCAB14 EIF4B ENAH FAM131B FBXO11 FERMT2 GPC6 GPR180 GRAMD2B GRIK2 GRIK5 GRIN3A HES5 HNRNPA0 INSIG2 KCNIP2 KHDRBS3 KPNA4 LAMC1 LARP4 MACROD2 MBD5 NDST1 NFIB NFKBIZ NIPBL NRP1 NUP58 PDE8A PDIA6 PEX12 PLAG1 PLEKHA5 PPP1R10 PTGES2 PTMA RAB1A RAPGEFL1 RBMS1 ROCK2 RPL5 RYBP SCOC SEPTIN7 SETD7 SGMS1 SIDT2 SLC4A10 SLC6A1 SLITRK6 SMARCA2 SYNE3 TM2D1 TRIM13 TRIM35 UBE2D2 USP6 VHLL VPS54 ZBTB7A ZIC3 ZMYND11 ZNF663P TCTCTCC_MIR185 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TCTCTCC_MIR185 ADAMTS19 ADGRB1 ADGRL1 AGO1 ANXA2 APBA1 APP ARID1A ASB15 ASTN2 ATAT1 ATP1A3 ATP6V1F BRCA1 BSN C2CD2L CA10 CADM4 CAMK2D CARMIL3 CDC42 CORO2B CPNE6 DCTN3 DNAJB2 DTX3 EFNB1 EMC10 EPHB2 FAM53B FMO2 FNDC3B FOXN3 GAP43 HCN4 HIC2 HIPK1 HMGA2 HOXB5 HSPA14 IGF2R IKZF4 KCNN3 KDM2A KIAA1328 KIF1B KLK5 LPCAT3 LRFN5 LRRC15 LRRC9 LUZP1 MAGI1 MAT2A MED13L MLLT11 MORN4 NEUROD2 NFASC NFATC3 NPTN NR1D1 NTRK3 PAK5 PAK6 PATZ1 PAX2 PBX1 PCDH10 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 PCOTH PHLDB1 PHLPP2 PHYHIP PITPNC1 PPP6R1 PRKAR2A PRX PTPRE RAB14 RAE1 RETREG3 RHOA RHOT1 RIC8B RNF26 SERF2 SF1 SGMS1 SH3PXD2A SLC16A2 SLC30A3 SLC37A2 SMG7 SNTA1 SNX19 SOX13 SSBP2 ST7L SYNGAP1 SYNM TCF12 THRA TJP1 TMED5 VEGFA VEZF1 WARS1 ZNF3 ZNF385A TCTGATA_MIR361 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TCTGATA_MIR361 ACTG1 ADCY2 ADD3 AEBP2 AFF2 AP1S3 ARMC8 ATPAF1 BTF3 CALCRL CALM3 CAMK2D CCDC178 CELF6 CLCA3P CPOX CPSF7 CREBBP CRY1 CTNND2 DAG1 DDX3X DENND1B DIPK2A DMRTC2 DOCK3 DPP10 ERG FGF7 FGF7P3 FGF7P6 GOLGA4 GPHN HSP90AA1 IL10 INTS6L KPNB1 LARP4B LGR4 LINC02873 LRP1B LUC7L3 MAGI1 MECP2 MED13L MEOX2 MEX3C MTMR4 MTRR MXI1 MYCBP NFAT5 NHS NUP153 PATZ1 PCDH9 PDE4B PEX5 PLP1 POLR2M PRICKLE2 QKI RAC1 RAD21 RAD23A RAD23B RANBP17 RHOA RPA1 RRAGB RREB1 SCAF8 SDK1 SLC1A3 SND1 SOHLH2 SON SP1 SREK1 STAU1 STX7 TWIST1 UBE2K UBR5 USP42 VEGFA VEZF1 WNT7A YWHAB ZFPM2 ZNF362 ZNF655 TCTGATC_MIR383 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TCTGATC_MIR383 ACACA ANKRD11 ARID2 BLOC1S6 BRCC3 CD47 CLEC3A CNIH1 COL4A3 CTNNAL1 DCLK1 DIO1 EPAS1 EYA3 FOXN3 GABRB3 GADD45G HNRNPA1 HNRNPH2 IDI2-AS1 IRF1 IVNS1ABP LIN28A MAL2 MAPKAP1 MSL2 NEUROD1 NUP153 NXPH1 PCDH17 RAB8A RBM26 RBM3 RBMS1 SAMD4B SHMT2 SLC2A13 SLC2A6 SORCS1 SOX5 SP7 SRSF5 STRN3 TAOK3 UBE2R2 UGGT1 VEGFA ZFHX3 ZNF410 ZNF654 TCTGGAC_MIR198 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TCTGGAC_MIR198 ABCF2 ADNP AKAP1 AMMECR1L AP3B1 APH1A ARID1A ATG16L1 BCL7A BSN BTN2A1 CAPN3 CDCP1 CNR1 CPNE8 CREB5 CRYBG2 DAZAP1 DUSP13 ERC2 FAAH FIGN FUT8 GLYR1 H3-3A HERC4 HMGA1 HNRNPU JPH4 KCND1 KCNH4 KDM2B KLHDC10 LETMD1 LHX4 LSM12 MED13L MET MSR1 NCOR2 NNAT NR2C2 NRIP1 NRXN1 OTX1 OTX2 PBX1 PCDH19 PDCD1LG2 PHF12 PHF6 PIAS4 PLXDC2 POGZ PPP1R9B PTEN PUM2 PURA QKI RAD54B RIMKLA RPUSD3 SAR1A SCAF1 SHISA5 SLC25A27 SLC2A1 SLITRK5 SMOC1 STAT6 STOML1 SUMO1 TCEA1 TCF7L1 TGOLN2 TNRC6B TOPORS TOX2 TRNP1 TSHZ1 UNG VCP ZNF362 ZNF821 TGAATGT_MIR181A_MIR181B_MIR181C_MIR181D https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TGAATGT_MIR181A_MIR181B_MIR181C_MIR181D ABI3BP ABTB2 ACAP2 ACSL1 ACVR2A ADAM11 ADAMTS1 ADAMTS18 ADAMTS6 ADARB1 ADCY1 ADCY9 ADGRB3 ADM ADO AFF1 AFF4 AGFG1 AGPAT1 AKAP6 AKT3 ANKRD13C ANKRD50 ANO1 AP1G1 ARFGEF2 ARHGEF7 ARL5A ARNT2 ARRDC3 ARSJ ATG5 ATP11C ATP1B1 ATP2A2 ATP2B1 ATP2B2 ATP8B5P ATXN1 B4GALT1 BAAT BACH2 BAIAP2 BAZ2A BAZ2B BCL11A BCL2L11 BCLAF1 BHLHE40 BIRC6 BMPR2 BPTF BRD1 BRWD1 BTBD3 C16orf87 C2CD5 C2orf69 C6orf62 CACNA2D2 CACNB2 CAMK2G CAMSAP1 CAMTA2 CAPRIN1 CARD11 CARF CARM1 CBFA2T2 CBFA2T3 CBLB CBX4 CBX7 CCAR1 CCN1 CCNJ CCNK CCSER2 CD163 CD4 CDC42BPA CDC73 CDH13 CDON CDYL CGGBP1 CHD7 CHD9 CLASP1 CLIP1 CLUH CNR1 CNTN4 CNTNAP2 CNTNAP3 COL16A1 CPD CPEB4 CPNE2 CREB1 CREBRF CREBZF CRIM1 CSNK1G1 CSNK1G3 CTDSPL CTTNBP2NL CUL3 CUL5 DAZAP2 DCUN1D1 DDX3X DDX3Y DERL1 DHX57 DIP2B DNAJC13 DNAJC21 DOCK10 DOCK7 DOP1A DPP10 DPYSL2 DUSP5 DYNC1LI2 E2F5 E2F7 EED EGR3 EIF4A2 EN1 EN2 ENAH EPB41L4B EPC2 EPHA4 EPS15 ESM1 ESR1 ETF1 ETS1 ETV6 EYA3 FAM13B FAM3C FBXO11 FBXO33 FHIP1B FIGN FKBP1A FMNL2 FNDC3A FNDC3B FOS FOXK1 FOXP1 G3BP2 GABRA1 GALNT16 GAPVD1 GATA6 GGT7 GHITM GID4 GLS GOLGA1 GOLGA6L9 GOLGA8A GOLGA8B GOLGA8EP GOLGA8F GOLGA8G GPBP1 GPD1L GRB10 GREM1 GRIA2 GRIK2 GRK2 GRM5 GSE1 GSKIP HCN2 HECA HIC2 HLF HMGB2 HOXA11 HOXB5 HOXC8 HSP90B1 HYCC2 HYOU1 IGF2BP2 IGSF11 IGSF9B IL1A ILF3 IMPG1 INO80 INPP5A INPP5E IPO5 IRF2BPL IRS2 ITGA3 ITGB8 IVNS1ABP JADE2 JAZF1 KANK1 KAT2B KCNK10 KCNMA1 KLF15 KLF6 KLHL2 KLHL5 KPNA1 KPNB1 LARP4 LBR LCLAT1 LEMD3 LIF LIN28A LIN28B LIN7C LMBRD2 LMO1 LMO3 LONRF1 LPCAT1 LPP LRBA LRP12 LRRC32 LRRN1 MAMDC2 MAP1A MAP1B MAP2K1 MAP3K10 MAP3K3 MAPK1 MAPT MAT2A MB21D2 MBNL2 MBOAT2 MEAF6 MECP2 MED26 MED8 METAP1 MEX3B MEX3C MFSD6 MIDEAS MIGA2 MINK1 MIP MKNK2 MMP14 MSI1 MTCL1 MTMR12 MTMR9 MTPN MTURN MYBPC1 MYH10 NAA15 NAA20 NAA50 NCALD NCOA2 NEGR1 NEXMIF NFAT5 NIPBL NKAIN2 NLK NMT2 NOVA1 NPEPPS NPTN NPTXR NR2C2 NR3C1 NR4A3 NR6A1 NRXN1 NSMAF OGT OSBPL3 OSBPL8 OTUD4 PABIR2 PAK4 PAK5 PALLD PALS1 PAM PAPOLG PAWR PBX3 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 PCGF2 PCNP PDGFRA PDIA6 PDK4 PDLIM5 PER2 PHAF1 PHF20L1 PHF3 PHLDA1 PHOX2B PI4K2A PI4K2B PIAS3 PICALM PIK3R3 PKNOX2 PLAG1 PLCL2 PLEKHA3 PLEKHJ1 PLPPR4 PLS1 PNRC2 POM121 PPIP5K2 PPP1CB PPP1R12B PPP3R1 PRKCD PRKCE PRTG PSAP PTBP3 PTPN9 PUM1 PURB QKI RAB11A RAB11FIP2 RABGEF1 RAD21 RALGAPB RAN RAP1B RBBP7 RBM22 RBM26 RBM47 RECK RGMA RLF RNF145 RNF182 RNF34 RNF6 RNMT ROBO2 RPS6KA3 RPS6KB1 RSBN1 RSPO2 RSRP1 RTF1 RUNX1 S100PBP SCHIP1 SCOC SEC24C SEL1L SEMA4C SEMA4G SENP1 SENP2 SEPTIN3 SFR1 SIRT1 SIX2 SLC25A25 SLC25A3 SLC25A37 SLC2A3 SLC38A2 SLC9A6 SLF2 SLITRK1 SLITRK2 SMAD7 SNN SOWAHA SOX5 SOX6 SPECC1L SPIRE1 SPRY4 SRPK2 SRSF7 SS18L1 SSX2IP ST8SIA4 STAG1 STC1 SYNE1 SYNPR SYPL2 SYT3 TAB3 TARDBP TBC1D1 TBC1D4 TBL1X TBL1XR1 TBPL1 TCERG1 TGFBI THRB TIMP3 TM9SF3 TMCC1 TMED5 TMEM196 TMEM94 TNFRSF11B TNFSF11 TNRC6B TOGARAM1 TOM1L1 TOX TRAK2 TRIM13 TRIM2 TRIM3 TRIM71 TRIM9 TSC22D2 TULP4 UBE2B UBE3C UBP1 UNC5A USP33 USP42 WDR20 WDR37 WSB1 WSCD2 YTHDF2 YTHDF3 YWHAG ZBTB4 ZBTB41 ZC3H11A ZC3H6 ZDHHC7 ZFAND6 ZFP36L1 ZIC2 ZIC3 ZNF207 ZNF280D ZNF468 ZNF615 ZNF655 ZNF664 ZNF800 TGAGATT_MIR216 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TGAGATT_MIR216 ADAMTS6 ADGRL3 ADIPOR1 AKT1S1 ANKRD16 AP3S1 ARID1A BCL11B BCL9 BRI3 BUB3 CADM1 CAPZA2 CCDC28A CEMIP CEP192 CHSY3 COL12A1 CPEB4 CRIM1 CRYZL1 CSK CUX2 DAZAP1 DCLK1 DRD1 EGR3 ELAVL2 EML4 ESYT3 ETF1 FBXO33 GABRA1 GATAD2B GPBP1 GPBP1L1 GPR85 HNRNPM HSBP1 HTR2C IKZF4 ITCH JAK2 KDM3A KLF13 KRAS KRT80 LAMC1 LINC03042 MAPRE1 MATR3 MBNL2 MEF2D MICAL2 MMP16 MSL3 MYBBP1A NAA15 NACC1 NCOA1 NETO1 NHLH2 NHS OLIG3 OSBPL11 PARP12 PCCA PDIK1L POM121 PPM1B PPP1R9B PRKCE PTEN PTPRT RAB10 RAB11A RAB6A RAB6C RANBP10 RNF138 RP2 RPGRIP1L SLC24A3 SMAD7 SMC4 SMG1 SORBS2 SP4 SRR SSX2IP TBX3 TCERG1L TMEM106B TMEM161B TNFRSF11B TNPO2 UBN1 VANGL2 VCPIP1 WDFY3 YBX1 YTHDF3 ZBTB2 ZBTB4 ZFC3H1 ZFP91 ZNF653 TGCAAAC_MIR452 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TGCAAAC_MIR452 AFF2 AKT3 ANK1 ANK3 ARID4B ATL1 ATP2B2 ATP2C1 ATP8B5P BNC2 BOLA2 C5orf24 CACNB2 CCN1 CD2AP CHD9 CHEK1 CHRD CLK2 CLK3 CNTLN CREBRF DAZAP2 DBT DCUN1D5 DGKH DIAPH1 DIXDC1 DMD DOC2A DOCK9 EPHB1 FURIN GGT7 GRIA3 HDGF IQSEC2 ITSN2 KCNIP4 KCNMB2 KDM5C KIF1B LENG8 LINGO1 LRCH2 MAB21L1 MBNL1 METRNL MFF MIB1 MIP MIR1915HG MMP16 NIN NKAIN2 NKX2-2 NR4A3 NRP2 PCDH8 PCDH9 PCNX2 PHC1 PHF6 PLCB4 PPP2R5E PRND RAB8B RAI14 RFX1 RNF165 RPGRIP1L RPS6KB1 SALL1 SAR1B SAV1 SCN8A SCYL2 SEPTIN4 SEPTIN7 SGIP1 SH3BGRL SLC30A7 SLC6A10P SLITRK4 SORBS2 SORCS1 SP3 SP8 SRSF1 STMN1 SYN3 TBC1D19 THRB TMEM47 TOGARAM1 TRIM67 TRPS1 TSHZ3 UBFD1 UBQLN2 UNC5A UXS1 WDR26 WT1-AS XPNPEP1 XPO4 ZEB2 ZFAND6 ZIC1 TGCACGA_MIR517A_MIR517C https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TGCACGA_MIR517A_MIR517C ACACA AKIRIN1 AMMECR1 BSN CBLN2 CDKN2A DBN1 FOXJ3 HNRNPU NPAS4 PHF13 PTK2B RAPGEFL1 SLITRK1 SMG7 SMIM14 SRSF1 TMCC1 TGCACTG_MIR148A_MIR152_MIR148B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TGCACTG_MIR148A_MIR152_MIR148B ABCA1 ABCB7 ABTB3 ACVR1 ADAMTS18 ADCY2 AGFG1 AGO1 AGO4 AKAP1 AKAP7 ANAPC1P2 ANK2 AP4E1 ARFGEF1 ARFIP1 ARGLU1 ARHGAP21 ARHGEF12 ARHGEF17 ARL6IP1 ARL8B ARPP19 ARRDC3 ATG14 ATP2A2 ATP7A ATXN1 B4GALT2 B4GALT5 BACH2 BAZ2A BCL11A BCL7A BEST1 BMP1 BMT2 BRPF1 BTAF1 BTBD10 BTBD3 C18orf25 C1GALT1 C6orf62 CABP7 CAMK2A CAND1 CANX CCDC71 CDC14A CDK19 CDK5R1 CFL2 CHD7 CHD9 CHRD CLOCK CNOT4 CNOT6 CNTN4 COL2A1 CPD CPEB4 CSF1 CUL5 CYB5R4 CYTH3 DDX6 DEDD DICER1 DMXL1 DNER DNMT1 DOCK6 DPP3 DYNLL2 DYRK1B E2F3 E2F7 EFNB2 ELAPOR2 ELF5 ELMO1 EP300 EPN2 EPS15 ERBB3 ERLIN1 ERRFI1 ESR1 ESRRG ETV5 FAM104A FAM13B FAM234A FBN1 FBXL19 FBXO11 FBXO33 FMR1 FOSB FYB2 GADD45A GAP43 GDF6 GLRX5 GMFB GPATCH8 GPCPD1 GPM6A GPRC5B HAS3 HECW2 HMGB3 HOXC8 HSP90B1 INHBB INO80 ITGA11 ITGA5 ITPK1 ITSN2 JPH3 KANSL1 KDM2B KIAA0232 KIAA1217 KLC2 KLF4 KLHL18 KMT2A LBR LDLR LIMD2 LIN28A LMTK2 LRRC55 LSM14A LTBP1 LZTS3 MACIR MAF MAF1 MAFB MAP3K9 MARCHF2 MARCHF3 MAX MDFIC MDGA2 MED12L MEOX2 MGAT4A MIER1 MITF MLEC MLLT10 MLLT6 MMD MMP19 MNT MOB1B MOSPD1 MPPED2 MTF1 MTMR12 MTMR14 NAA15 NCOA1 NDST1 NEURL4 NHS NLK NME7 NOG NPEPL1 NPTN NPTX1 NR2C2AP NRARP NRP1 NSD2 OSBPL11 OTUD4 OTX1 PATL1 PBXIP1 PCDH10 PDIA3 PDK4 PHACTR2 PHAF1 PHF3 PICALM PIK3R3 PLAA PLEKHH1 PNPLA6 POU3F2 POU4F2 PPARGC1A PPP1CB PPP1R12A PPP6R1 PRICKLE2 PRKAA1 PRKAG2 PRR5L PTPRM PWWP3B QKI RAB34 RAB35 RALBP1 RBM24 RELCH RGMA RICTOR RLIM RMND5A RNF165 RNF217 RNF38 RNF44 ROBO1 ROBO2 RORB RPS6KA5 RSBN1L RUNX2 RXFP2 RXRA S1PR1 SCAF11 SEPTIN4 SGMS1 SIK1 SIRT7 SIX4 SKIDA1 SKP1 SLC24A3 SLC25A3 SLC25A44 SLC2A1 SLC7A11 SLF2 SMS SNN SNPH SNX27 SOX11 SPRY3 SRSF11 SSR1 ST8SIA3 STARD13 STRADB STX3 STXBP5 SULF1 SYNJ1 SYT1 SZRD1 TAF4 TBL1XR1 TEAD1 TENT2 TGFA TGIF2 TMED7 TMEM266 TMEM63B TMEM9B TMSB10 TNPO3 TNRC6A TNRC6B TOMM70 TRAK2 TRPM2 TRPS1 TSPOAP1 TXNIP UBE2D1 UBE2W UBR1 UCP3 USP32 USP32P2 USP33 USP48 USP6 WDR20 WNT1 WNT10B XPO4 YPEL3 YWHAB ZBED4 ZBTB18 ZCCHC2 ZFPM2 ZFYVE26 ZNF217 ZNF784 ZNRF1 TGCACTT_MIR519C_MIR519B_MIR519A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TGCACTT_MIR519C_MIR519B_MIR519A ABHD2 ABHD3 ABRAXAS2 ACSL4 ACTL6A ACVR1 ADIPOR2 AFF4 AFG1L AGO1 AHCTF1 AKAP13 AKT3 AKTIP ANKFY1 ANKRD12 ANKRD29 ANKRD50 APCDD1 ARHGAP1 ARHGAP12 ARHGAP24 ARHGAP29 ARHGAP35 ARHGEF11 ARID4A ARID4B ASAP2 ASF1A ASXL2 ATG16L1 ATG2A ATL3 ATP2C1 ATRN BAHD1 BCL2L2 BHLHE41 BICD2 BIRC6 BLCAP BMPR2 BMT2 BNC2 BRMS1L BRWD1 BTBD10 BTBD7 BTF3L4 BTG3 C14orf28 C18orf25 CA10 CACNB1 CACUL1 CALD1 CAMK2N2 CASP2 CCDC88A CCNJ CDC37L1 CDK12 CDK2 CDK2AP1 CELF2 CELSR2 CENPO CEP120 CEP57 CEP97 CFL2 CHD9 CIC CLIP4 CMPK1 CNOT4 CNOT6 CNOT7 COL19A1 COL4A3 CPEB2 CREB5 CSNK1G1 CSRNP3 CUL3 DAZAP2 DCBLD2 DDX11 DDX3X DDX3Y DDX5 DENND10 DENND10P1 DIP2A DNAJB6 DNAJB9 DNAJC16 DNM2 DPYSL2 DUSP8 DYRK1A E2F1 E2F7 EFCAB14 EFL1 EFNB1 EIF4G2 ELK3 EMSY EMX2 ENPP5 EPB41L4B EPC2 EPHA4 ERBB4 ERBIN EREG FAM13A FAM78A FASTK FBXL5 FBXW11 FCHO2 FGF9 FJX1 FNBP1L FOXA1 FOXF2 FOXG1 FOXJ3 FRMD6 FSTL5 GABBR2 GATAD2B GBF1 GDA GNS GOLGA1 GOPC GOSR1 GRAMD1A GRM7 GTPBP2 HABP4 HAS2 HBP1 HECA HEY2 HIF1A HIF1AN HIVEP2 HMGA2 HMGB3 HOXA3 HOXB3 HOXD8 HPS5 HYCC2 IER3IP1 IGF1 IGF2BP1 IGF2BP3 IKZF2 IKZF4 ITCH ITPR1 JAKMIP1 KBTBD2 KCND2 KCNJ10 KCNN2 KCNQ2 KDM2A KIAA0513 KIF23 KIF5A KLF11 KLF12 KLF9 KLHL20 KMT2D KMT5B KPNA3 L3MBTL3 LAMP2 LAPTM4A LARP4 LARP4B LCLAT1 LIMK1 LMX1A LNPK LPGAT1 LRCH2 LRIG1 M6PR MAB21L1 MACROD2 MAML1 MAP1B MAP3K12 MAP3K2 MAP3K3 MAP3K5 MAP3K8 MAP3K9 MAP4 MAP7 MAPK4 MAPK6 MAPRE1 MAPRE3 MASTL MBNL1 MCM7 MECP2 MED14 MEX3D MFSD6 MIB1 MIER3 MIGA2 MMP14 MOB3B MTLN MTMR4 MYB MYRF MYT1 N4BP1 NAA30 NAA50 NABP1 NAGK NBEA NBL1 NDEL1 NETO2 NEUROG1 NEUROG2 NF1 NFAT5 NFIA NFIX NHLH1 NHLH2 NIPA1 NKIRAS1 NPAS2 NPAT NR1D1 NRP2 NSD2 OGT PAFAH1B1 PAK6 PANX2 PAPOLA PARD6B PCDH20 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 PDGFRA PFN2 PGM2L1 PHTF2 PI4KB PIGA PIGS PIK3R1 PKD2 PKIA PKNOX1 PLCB1 PLEKHA3 POLQ PPP1R10 PPP1R21 PPP3CA PPP6R2 PPP6R3 PREX1 PRKAA1 PRR15 PSD PTGFRN PTHLH PTPN2 PTPN4 PTPRT PUF60 PURB QKI R3HDM1 RAB10 RAB5B RAD52 RAP2C RAPGEF4 RASD1 RASL11B RB1 RBBP6 RBM33 RFX3 RICTOR RNF31 ROCK2 RORB RSRP1 RTN1 RTN2 RYR3 SACS SASH1 SCAMP2 SELENOI SEMA4B SERTAD2 SFMBT1 SGMS1 SH3BP5 SH3PXD2A SHANK2 SINHCAF SKI SKIDA1 SLAIN1 SLC1A2 SLC24A4 SLC2A4RG SLC40A1 SLC4A7 SLF2 SLITRK3 SMAD5 SMAD7 SMC4 SMOC1 SMOC2 SNIP1 SNRK SNX16 SNX5 SOBP SOCS6 SORL1 SOX21 SOX4 SOX5 SP3 SPOPL SPRY4 SPTY2D1 SRGAP3 SRSF2 SRSF5 SRSF8 SSH2 ST8SIA2 STAT3 STC1 STK17B STK38 STX6 STYX SUMF1 SUV39H1 SYBU SYN2 SYT1 TAF5L TAOK3 TBC1D9 TBL1X TBX3 TEAD1 TENT5C TESK2 TGFBR2 THRA TIMP2 TMEM127 TMEM168 TMEM217 TMEM50B TMEM64 TNFRSF21 TNFSF11 TNFSF12 TNKS1BP1 TNRC6A TOPORS TP63 TRIM3 TRIOBP TSG101 TSPAN9 TSPYL2 UBE3A UBR5 USP15 USP3 USP32 USP32P2 USP6 VAMP4 VANGL1 VGLL3 VLDLR WDFY3 WDR1 WDR20 WEE1 WNK3 YES1 YTHDF2 ZBTB18 ZBTB4 ZBTB46 ZDHHC1 ZDHHC9 ZFAND4 ZFC3H1 ZFHX4 ZFP91 ZFPM2 ZFYVE9 ZHX2 ZNF217 ZNF236 ZNF367 ZNF512B ZNF704 ZNF711 ZNFX1 TGCCTTA_MIR124A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TGCCTTA_MIR124A AAK1 ABCA2 ABCC4 ABHD3 ABR ABTB3 ACSL1 ACVR2A ADCY1 ADIPOR2 AFF4 AHNAK AHR AK3 AKAP1 AKT1S1 AKT3 ALCAM ALG2 AMMECR1 ANGEL1 ANGPT1 ANKFY1 ANKRD13A ANTXR2 ANXA11 ANXA5 ANXA7 AP3M1 APBB2 ARFGEF3 ARG2 ARGLU1 ARHGDIA ARHGEF4 ARHGEF7 ARPC5 ASB1 ASCC2 ATF7IP ATMIN ATP6V0A2 ATP7A B4GALT1 B4GALT6 BACE1 BACH2 BAHD1 BAZ2B BCL2L11 BLOC1S6 BMP6 BRD4 BRWD1 C1GALT1 C1orf21 C5orf24 CACNA2D2 CACNB2 CACNB3 CADPS CAPN2 CAPN6 CASC3 CBFB CBLN4 CCDC117 CCDC177 CCDC28A CCDC6 CCL2 CCND2 CD164 CDK18 CDK6 CDON CDR2L CEBPG CELSR3 CEP350 CERS2 CGN CHMP2B CHODL CHP1 CHST1 CHSY1 CLDN11 CNN3 CNTN1 CNTN3 COL12A1 COL4A1 COTL1 CPNE5 CREB1 CSNK1G1 CSTF3 CTDSPL CTNS CUL5 DCAF12L1 DCTN4 DDX6 DENND1B DESI2 DHCR24 DIAPH1 DIAPH2 DICER1 DMD DMRT1 DMXL1 DNAJB12 DNAJC1 DPY19L3 DTNA DUSP15 DUSP6 DYNC1LI1 DYNC1LI2 DYNLT3 E2F6 EBF3 EDEM1 EDNRB EFCAB14 EFNB2 EGR2 ELAPOR2 ELAVL1 ELK3 ELK4 ELL2 ELOVL5 EMD EMP2 EN2 EPHA3 EPHX4 EPN2 ERF ERMP1 ESYT2 ETF1 ETS1 ETV1 EXTL3 EYA1 EYA2 EYA4 EZH2 F11R FA2H FAM104A FAM177A1 FAM210A FAM219A FAM222B FAM53B FAM78A FAR1 FARP1 FBXO30 FERMT2 FGFR2 FLOT2 FNBP1L FOXQ1 FRMD4A FZD8 GAS2 GAS2L1 GDAP2 GGA1 GGA2 GIT2 GLCE GLT8D1 GLTP GNA13 GNPDA2 GOLM2 GPC4 GPM6B GPR85 GRIA2 GRIA3 GRID1 GRM1 GZF1 HBP1 HDAC4 HDAC5 HEPACAM HIC1 HIPK1 HMGXB4 HTR2C ICMT IGDCC4 IQGAP1 IST1 ITGA11 ITGA7 ITPR3 JAG1 JAKMIP1 JAKMIP3 JAZF1 JPH1 KANK1 KCNJ2 KCNK10 KCNK2 KCNQ2 KCTD12 KIAA0408 KLF13 KLF4 KLHL17 KLHL24 LAMC1 LARP1 LARP4B LCLAT1 LCOR LEMD3 LHX2 LIMCH1 LIN28B LITAF LMAN2L LMBRD2 LMF2 LMNA LONRF1 LPCAT3 LPIN1 LPP LRIG1 LRP6 LRRC1 LRRC57 LYSMD3 MACF1 MACROD2 MAGT1 MAP1B MAP2K4 MAP3K3 MAP7 MAPK14 MAPK4 MAPRE1 MARCHF7 MARCHF8 MARK1 MBOAT2 MEA1 MECOM MECP2 MED26 MFSD14B MINAR1 MITF MKLN1 MLLT3 MMD2 MOCS1 MORC4 MPC1 MPZL1 MTDH MTMR12 MTPN MYADM MYADML MYCBP MYH10 MYH9 MYLIP MYNN MYO10 MYO1C MYORG MYRF MYRIP NAA15 NACC1 NAV1 NAV2 NAV3 NCKIPSD NCOA7 NDFIP1 NEGR1 NEUROD1 NEXMIF NFASC NFATC1 NFIB NFIX NKAIN2 NPLOC4 NPTN NR3C1 NR5A2 NRP2 NUP58 NXT2 OGFOD3 OGT OPN3 OSBP OSBP2 OSBPL11 OSBPL3 OSBPL6 OTUD4 OXSR1 P4HA1 P4HTM PALLD PAPOLG PAQR8 PARP1 PARP16 PCDH8 PCGF5 PCSK6 PCYOX1 PDCD6 PDE2A PDE4A PDXK PDZD2 PEA15 PEG3 PGRMC2 PHF6 PHTF2 PID1 PIEZO2 PIK3CA PLAGL2 PLCXD3 PLEKHH1 PLIN3 PLSCR3 PLXNA3 PMEPA1 PNN PPARA PPM1F PPP1R13L PPP2R5E PPP6R2 PPP6R3 PPTC7 PRKD1 PRRC1 PRRX1 PSEN1 PTBP1 PTBP2 PTBP3 PTPN1 PTPN12 PTPN9 PTPRE PTTG1IP QKI RAB10 RAB11A RAB14 RAB27A RAB34 RAB43 RAB6A RAB6C RAD17 RAI14 RALA RALGPS1 RALGPS2 RANBP10 RAP2A RASGEF1A RAVER1 RAVER2 RBM24 RBM33 RBMS1 RBMS3 REEP1 RERE RFFL RFX1 RGS9 RHBDL3 RHOG RNF11 RNF128 RNF144A RNF165 ROCK2 RPIA RPS6KB1 RRBP1 RREB1 RSRC2 RTN3 RUNX2 RWDD4 RXRA RYR2 RYR3 SAMD4B SART3 SASH1 SCAMP2 SCD SCN4B SEC13 SEC61A2 SELENOI SELENOS SEMA6A SEMA6C SEMA6D SEPTIN11 SERINC2 SERP1 SERTAD3 SERTAD4 SESTD1 SGCD SH2B3 SH3BP5L SIGMAR1 SIRT1 SIX4 SLBP SLC10A7 SLC16A1 SLC16A14 SLC1A4 SLC25A20 SLC27A1 SLC31A1 SLC31A2 SLC35B2 SLC35F5 SLC48A1 SLC4A7 SLC7A8 SLC9A6 SLITRK6 SMARCAD1 SNCAIP SNIP1 SNX4 SNX6 SORD SOX12 SOX9 SP1 SP2 SP3 SPECC1L SPINDOC SPRY2 SREK1 SRGAP3 SRSF6 STAG2 STAT3 STC1 STK35 STK4 STRN3 SUCLG2 SUGT1 SURF4 SYNC TACC1 TACC2 TBC1D9B TCF3 TEAD1 TEX261 TFDP2 THAP2 THRB TLL1 TMCC3 TMED1 TMEM109 TMEM129 TMEM134 TMEM168 TMEM178A TMEM184B TMEM263 TOB2 TOR3A TOX TPD52L2 TRAM2 TRPS1 TSHZ2 TSPOAP1 TTL TUBB6 TUBG1 UBE2B ULK2 USP14 USP48 VAMP3 VANGL1 VAT1 VAT1L VMP1 VPS37B VSNL1 WASF1 WDFY1 WDFY3 WIPF1 WIPF2 XKR6 XPO4 YEATS2 YIPF6 YOD1 ZBED4 ZBTB39 ZCCHC14 ZCCHC24 ZDHHC16 ZDHHC20 ZDHHC3 ZNF148 ZNF219 ZNF3 ZNF580 ZNF608 ZNF706 ZNF772 ZRANB2 ZSCAN18 TGCTGCT_MIR15A_MIR16_MIR15B_MIR195_MIR424_MIR497 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TGCTGCT_MIR15A_MIR16_MIR15B_MIR195_MIR424_MIR497 ABCC5 ABCG4 ABHD13 ACACA ACOX1 ACSBG1 ACSL1 ACSL4 ACTR1A ACTR2 ACVR2A ADAMTS18 ADAMTS5 ADAMTSL3 ADCY10P1 ADGRB1 ADGRL1 ADGRL2 ADRB2 AFF4 AGO1 AGO4 AHCYL2 AK4 AKAP11 AKT3 AMMECR1 ANGEL1 ANK2 ANKRD13B ANO3 AP2A1 APLN APP ARCN1 ARFGAP2 ARHGAP12 ARHGAP20 ARHGAP5 ARHGDIA ARHGEF5 ARHGEF9 ARID1A ARL10 ARL2 ARL8B ARMC5 ARMCX2 ARPP21 ASPH ATF7IP2 ATG14 ATP1B4 ATP2B2 ATXN2 AVL9 AXIN2 B4GALT1 BACE1 BACE2 BACH2 BAG5 BAZ2A BCAP29 BCL2 BCL2L2 BCL9L BCR BDNF BFAR BHLHE41 BMX BORCS6 BTG2 BTRC C12orf76 C1QL3 C1orf21 C8orf58 CAB39 CACNB1 CACUL1 CADM1 CALM1 CAMKV CAMSAP1 CAPN3 CAPN6 CAPZA2 CARD10 CARM1 CASKIN1 CASR CASZ1 CBFA2T3 CBX4 CC2D1B CCDC28A CCDC6 CCN4 CCND2 CCNE1 CCNT2 CD164 CD28 CDC25A CDC37L1 CDC42 CDC42EP2 CDCA4 CDK17 CDK5R1 CDS2 CDV3 CDX2 CERS1 CHAC1 CHD5 CHEK1 CHORDC1 CHPT1 CHRD CHRNE CLASRP CLCN5 CLDN2 CLOCK CLUH CNIH2 CNN1 COBLL1 COL12A1 COL24A1 COPS2 COPS7A COPS7B CPD CPEB2 CPEB3 CPSF7 CRACR2B CREBRF CRIM1 CRKL CSDE1 CSNK1G1 CUL2 CX3CL1 DACH1 DCAF5 DCAF7 DCBLD2 DCLK1 DCUN1D4 DDX3X DDX3Y DEDD DEF8 DHDDS DHX57 DLEU7 DLL1 DLL4 DMTF1 DMTN DOLPP1 DRD1 DSEL DUSP3 DYNC1I1 DYNC1LI2 E2F3 E2F7 EDA EGLN2 EIF3A EIF4B ELL ELMO2 ENAH EPB41L4B EPHA1 EPHA7 ERC2 ESRRA ESRRG ETFRF1 EXOC3L2 EYA1 EZH1 FAM133B FAM81A FAM91A1 FBXW7 FCHSD1 FERMT2 FGF2 FRMPD1 FSD1 FURIN FZD10 G0S2 GABBR1 GATAD2A GGA3 GHR GK5 GLUD1 GLUD2 GNAI3 GOLGA1 GORASP2 GPATCH8 GPN1 GPR63 GRAMD2B GREB1L GRIN1 GRM7 GSE1 GSKIP HAPSTR1 HAS2 HDGF HELZ HIGD1A HIRA HMGA1 HOXA10 HOXA3 HOXC11 HOXC8 HSPA4L HTR2C HTR4 IGF2R IL17RE IL1RAPL1 INPP5J IRF2BPL ISOC1 ITGA2 ITPR1 JADE2 KALRN KBTBD2 KBTBD4 KCNAB1 KCNJ2 KCNN4 KCTD1 KCTD8 KDSR KIF1B KIF21A KIF23 KIF5A KIF5B KLC2 KLC4 KLHL18 KMT2A KPNA4 KREMEN2 KRTAP11-1 KRTAP4-4 LAMC1 LATS2 LITAF LMAN2L LRIG1 LRIG2 LRP1B LRP6 LRRC55 LRRFIP2 LRRN3 LTB LUZP1 LY6E LYPLA2 LYST MAMSTR MAP2K1 MAP2K3 MAP3K3 MAP3K4 MAP4 MAP7 MAPK1IP1L MAPK3 MAPRE1 MBD1 MED26 MGAT4A MIB1 MICU1 MINK1 MIPOL1 MMD MOB3B MOB4 MRAS MSH5 MTFR1L MTMR4 MTSS1 MYB MYLK MYLK4 MYT1L N4BP1 NAV1 NCS1 NEBL NEXMIF NF2 NFATC3 NLGN1 NR4A3 NRP2 NSG1 NUP50 NXPH1 OGT OMG OTOGL OTUB1 OTUD4 OTX1 PAFAH1B1 PAK5 PAPPA PBX3 PCBP4 PCDH17 PCDH9 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 PCGF5 PCMT1 PDCD4 PDIA6 PDIK1L PDK4 PDLIM5 PDPR PEDS1-UBE2V1 PEX13 PEX5 PHF19 PHF20 PHF20L1 PHIP PHLDA3 PHLPP2 PI4KB PIAS1 PID1 PIEZO1 PIK3R1 PIM1 PIP4P2 PISD PITPNA PLA2G15 PLAG1 PLEKHA1 PLEKHH1 PLPP1 PLXNA2 PNPLA6 POLR3F POM121 POU3F2 PPM1A PPM1D PPM1E PPP1R11 PPP2R1A PPP2R5C PPP3CB PPP6C PPP6R3 PRDM4 PRPF38A PSD3 PSKH1 PSME3 PTCH1 PTHLH PTPN3 PURA PURB PYM1 QKI RAB10 RAB11FIP2 RAB4B RAD23B RAD51C RAF1 RANBP3 RAP2C RARB RASGEF1B RASL12 RASSF5 RBBP6 RBM6 RECK RELN RET RETREG2 RICTOR RNF111 RNF125 RNF138 RNF144B RNF217 RNF43 RPS6KA3 RSBN1 RSPO3 RTF1 RTL3 RUNX1T1 RYBP SATB2 SCARF1 SCN4B SCOC SEH1L SELENOI SEMA3D SEMA6D SEPTIN2 SERBP1 SESN1 SETD3 SFXN5 SGCD SGK1 SH3BGRL2 SH3GL2 SIAH1 SIDT1 SIGMAR1 SINHCAF SIPA1L2 SIX4 SLC12A2 SLC13A3 SLC25A35 SLC36A1 SLC4A4 SLC4A7 SLC6A4 SLC7A2 SLC9A6 SLITRK1 SMAD3 SMAD5 SMAD7 SMARCD2 SMURF1 SMYD5 SNRK SNTB2 SNX16 SNX33 SOBP SOCS6 SON SOWAHC SPEN SPRED1 SPRY4 SPRYD3 SPSB4 SPTBN2 SPTLC1 SRPK1 SRSF11 SRSF5 STK19 STK33 STOX2 STRADB STX1A STXBP1 STXBP3 SUCO SUMO3 SUPT16H SYDE1 SYNDIG1 SYNE1 SYNJ1 SYNRG SYPL1 SYT8 TAB3 TAF15 TAF5 TBL1XR1 TBP TBPL1 TCAIM TFAP2A TFAP2D TFAP4 TGFBR3 TGIF2 TLE4 TLK1 TLL1 TMCC1 TMEM121B TMEM135 TMEM255A TMEM33 TMEM74B TMEM87A TMEM87B TNRC6B TPPP3 TRAM1 TRIM2 TRIP10 TRPM2 TSC22D3 TSPAN5 TSPYL2 TUBA1A UBAP1 UBE2J1 UBE2Q1 UBE2V1 UBE4B UBFD1 UBR3 UBXN10 USP14 USP15 USP25 USP42 VAMP1 VAMP7 VAMP8 VAT1 VAV2 VEGFA VPS9D1 VSIR WAPL WBP11 WDR47 WDTC1 WEE1 WIPI2 WNT3A WNT7A WWP1 YOD1 YTHDC1 YWHAH YWHAQ ZBTB10 ZBTB39 ZBTB44 ZBTB46 ZBTB9 ZC3H12B ZCCHC2 ZCCHC3 ZFC3H1 ZHX1 ZHX3 ZIC1 ZKSCAN1 ZKSCAN2 ZMYM2 ZMYM6 ZNF362 ZNF532 ZNF609 ZNF622 ZSWIM3 ZYX TGCTTTG_MIR330 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TGCTTTG_MIR330 ABCC12 ABHD2 ABHD4 ACBD3 ACVR1 ADD3 AFF4 AGTR2 AMMECR1L AMOT AMPH ANKS1B ANTXR2 AP2M1 APBB2 APC API5 APPL1 ARHGEF9 ARMC1 ARMCX6 ARPP21 ASB15 ATP2B1 ATP2B2 B4GALT1 BACH1 BCL11B BCL9 BCOR BCORP1 BICD2 BICRAL BMI1 BMP2K BMPR2 BRWD1 BTG1 BTRC C5orf15 C5orf24 CA12 CADM3 CALML4 CAPZA1 CBFA2T2 CCDC178 CCND3 CDK6 CELF3 CEP170 CHP1 CLCN5 CMPK1 CNBP CNPPD1 COL6A3 CPSF7 CREBBP CRISPLD1 CSNK1A1 CSNK1A1L CSNK1G3 CTDSPL2 CYTH3 DAG1 DCAF7 DCLK1 DCP2 DCX DEK DHX40 DICER1 DIP2B DIRAS2 DLX1 DLX6 DNAJC13 DPP10 DPYSL3 DYRK1A E2F1 EFNA3 EFNB2 EGR4 EIF4E ENSG00000286546 ESR1 ESYT3 ETF1 FAM107B FAM91A1 FBXL17 FBXO34 FCHSD2 FGFR1 FNBP4 FNTB FOXG1 FOXJ2 FOXN3 FRK FYTTD1 GALNT7 GATAD2B GCG GIGYF2 GNAO1 GNL1 GPAM GPHN GPM6A GPRASP2 GRIA3 GRID1 GRIN2B GRM5 GSKIP GTF2H1 HDAC5 HIPK1 HIVEP2 HNRNPU HOXC8 ID2 ID2B IFIT1 IGF2BP3 IGSF3 IQCH IRX2 ITCH ITM2C ITPK1 JADE2 JPH1 JPH3 KANSL1 KAT2B KCNA6 KCNIP2 KIF1B KLHL35 KLHL9 LHX6 LRP1B LRP8 LRRC75A LTN1 LUZP1 LYN MACROD2 MAML1 MAP2K1 MAP2K5 MAPK1 MBNL1 MBNL2 MEF2C METAP2 METTL5 MIER3 MLEC MLLT10 MRFAP1 MRPL27 MSL2 MTCH1 MTDH MTM1 MTMR9 MTPN MYEOV MYH10 NAA30 NAT8L NCEH1 NCOA2 NF2 NFATC3 NKAPD1 NKRF NPTXR NR4A3 NRXN3 NSD3 NSG1 NSMCE3 NT5DC3 NUP58 OGT OTOGL OTUD4 PAFAH1B1 PAIP2 PAPOLA PCDH11X PCDH11Y PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 PCMT1 PCYT1B PDCD4 PDGFD PDLIM5 PDZRN3 PHC2 PHLPP2 PICALM PIGA PLCB1 PLXNA2 POU3F1 POU4F2 PPM1B PPM1E PPP1R1B PRDM8 PRKCB PRKG1 PRR3 PRTFDC1 PRUNE2 PTGFRN PTPN4 PUM2 PURA QKI QSER1 RAB6A RAI2 RAP1A RAP2A RAP2C RBM12 RC3H1 RFWD3 RHOT1 RLF RND3 RNF111 RNF126 RNF165 RUNX2 RUNX3 SCOC SEC62 SELENOI SEPTIN12 SET SH3GL2 SH3PXD2A SHOX2 SIN3A SKIL SLC17A6 SLC25A3 SLC4A10 SLC8A3 SLITRK4 SMAD7 SMG7 SMURF2 SNAP23 SORCS1 SOSTDC1 SOX11 SOX13 SOX21 SP4 SPRY3 SRGAP2 SRPK2 SRSF1 STAU1 STEAP4 STRBP STXBP3 STYX SYBU SYT5 SYT7 TAF5 TARDBP TCF12 TDG TEAD1 TFEB TGFBR3 TIPARP TJP1 TMEM196 TMEM263 TNRC6B TOX TPM3 TRA2B TRAK2 TRAPPC8 TRIB2 TRIM3 TRIM44 TRIP12 TRPS1 TYRP1 UBE2Q2 VEGFD WDFY3 XIAP YOD1 YPEL2 ZBTB4 ZBTB44 ZC3H12B ZCCHC24 ZFY ZNF410 ZNF423 ZNF800 ZNRF2 TGGTGCT_MIR29A_MIR29B_MIR29C https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TGGTGCT_MIR29A_MIR29B_MIR29C ABCB6 ABCB9 ABCE1 ABHD4 ACVR2A ADAM12 ADAM19 ADAMTS13 ADAMTS18 ADAMTS6 ADAMTS9 AFF4 AGO1 AGPAT4 AHR AKAP13 AKT3 ALKBH6 AMER1 AMMECR1L AMOT ANK3 ANKRD13B ANKRD13C ANKRD49 AP1G1 AP4E1 ARMC8 ARNT ARPP19 ARRDC3 ARRDC4 ARVCF ASIC1 ASPH ATG9A ATP1B1 ATP2B1 ATP2B4 ATP5MC1 ATRN ATXN1 BACH2 BAIAP2 BAK1 BCL11A BCL11B BCL7A BCL9L BCORL1 BIRC6 BLMH BMF BMP1 BRD4 BRWD1 BRWD3 C11orf87 C1QTNF6 C5orf15 C5orf24 CA3 CACNG4 CALM3 CALU CAMK1D CAMK2G CAMTA1 CAPN7 CAPRIN1 CAV2 CBX2 CCDC117 CCND2 CCNT2 CCNYL1 CCSER2 CD276 CDC42 CDK6 CELF6 CEMIP CHFR CHIC2 CHSY1 CLDN1 CLK2 CLUH CMPK1 CNR1 COL11A1 COL15A1 COL16A1 COL19A1 COL1A1 COL2A1 COL3A1 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL5A2 COL5A3 COL6A3 COL7A1 COL9A1 COMMD2 CORO6 CPEB3 CPNE8 CREB5 CRISPLD1 CRYBG2 CSRNP2 CTDSPL2 CTNNBIP1 CTNND1 DAB2IP DAG1 DBT DCAF7 DCUN1D4 DCX DDX11 DDX3X DEF8 DENND1B DENND6A DGKD DGKH DIABLO DIAPH2 DICER1 DIO2 DIP2B DNAJB11 DNM3 DNMT3A DOLPP1 DPF1 DUSP2 EDC3 EIF4E2 ELF2 ELMO2 ELOVL4 EML4 EML5 EMSY ENHO EPB41L4B EPHA3 EPHB3 EPS15 ERLIN2 ERP44 ESYT3 ETV4 EXOC3L1 FAAP100 FAM131B FAM136A FAM13B FAM167A FAM193B FBN1 FBRS FBXO24 FBXW7 FBXW9 FEM1B FERMT2 FOS FOXJ2 FRAS1 GAB1 GARRE1 GCC2 GID4 GLIS2 GMFB GNG12 GOPC GPAM GPCPD1 GPR37 GPX7 GREB1L GRM4 HAPSTR1 HAS3 HBP1 HDAC4 HECW1 HEPACAM HIF3A HMCN1 HMGCR HMGCS1 HMGN3 HNF4G HNRNPUL1 HPS1 HS3ST3B1 HTR7 HYCC2 IFFO1 IFI30 IFNG IGF1 IGSF9B IL1RAP IMPDH1 INO80D INSIG1 IREB2 ISL1 ITGB1 JOSD1 KBTBD8 KCNIP2 KCNMA1 KCTD15 KCTD5 KDM2A KDM5C KIF3B KIRREL1 KLF12 KLF4 KLHDC3 KLHL25 KLHL30 KLHL42 KMT2A KMT5B KMT5C KPNA4 LAMC1 LAMTOR1 LARP4B LDLRAP1 LEP LGI2 LIF LOXL4 LPL LSM11 LUZP1 LYSMD1 MAFB MAFG MAP4K4 MAP6 MAPKBP1 MAT1A MAT2A MBLAC2 MED12L MEX3B MFAP2 MFAP3 MFSD14B MGAT4B MIDEAS MINAR1 MLF1 MLLT11 MMP2 MMP24 MORF4L1 MORF4L2 MTMR4 MUC4 MYBL2 MYCN MYL6 N4BP2L1 NAA40 NANP NAP1L3 NASP NAV1 NAV2 NAV3 NCOA3 NCOA4 NCOR2 NDRG4 NDST1 NEXMIF NFASC NFAT5 NFATC4 NFIA NFIX NKAPD1 NKRF NKTR NLGN3 NPAS4 NREP NRSN1 NSD2 OSBP OSBPL11 OTUD4 OXR1 OXTR PAIP2 PALM PAN2 PARG PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 PCGF3 PCYT1B PDGFB PDGFRB PDHX PDIK1L PER1 PER3 PEX5 PGAP1 PGAP2 PHC1 PI15 PIK3R1 PIK3R3 PITPNA PITPNM2 PLAG1 PLEKHA1 PLP1 PLPPR5 PMP22 POGLUT2 POU2F2 PPARD PPARGC1A PPIC PPM1D PPM1E PPP1R13B PPP1R15B PPP1R3D PPP2CA PPP4R3B PRELP PRICKLE2 PRKAB2 PRKRA PROSER1 PRR3 PSME4 PTBP3 PTEN PTHLH PTP4A1 PURA PURG QKI R3HDM4 RAB15 RAB30 RAB40C RAB6B RAP1GDS1 RAPGEFL1 RARB RASGRP4 RCC2 RET REV3L RGPD5 RHOT1 RIC8A RLF RMND5A RND1 RND3 RNF138 RNF165 RNF19A RNF39 RTL6 RYBP SBF2 SCML2 SENP1 SESTD1 SETDB1 SFPQ SGK1 SH3BP5L SH3PXD2A SHPRH SHROOM2 SIDT1 SKI SLC16A1 SLC16A14 SLC1A2 SLC30A3 SLC31A1 SLC39A9 SMARCC1 SMPD3 SMS SNX24 SNX4 SOCS1 SOX12 SP1 SPAST SPEN SPPL2B SPRY1 SPTAN1 SPTLC2 SPTY2D1 SRGAP2 SRGAP3 SS18L1 SSC4D STAG2 STARD5 STARD8 STRN3 STRN4 STX17 STX1A SYNE1 SYNE4 SYPL2 SYT8 TAF5 TDG TET1 TFEB TLCD3B TLL1 TMED9 TMEM127 TMEM132A TMEM169 TMEM183A TMEM255A TMEM259 TMEM266 TMEM65 TMEM86A TMPRSS3 TMTC3 TMUB2 TNFAIP1 TNFRSF1A TPM1 TRAF4 TRAFD1 TRIB2 TRIM37 TRIM63 TSC22D3 TSPAN4 TTYH2 TUBB2A TUBB2B USP37 USP42 VASH2 VEGFA VPS25 VPS36 VPS9D1 WDFY1 WDFY3 WDR26 XKR4 XKR6 XKR7 XPO5 YBX3 YPEL2 YTHDF3 YY1 ZBTB40 ZBTB41 ZBTB46 ZBTB47 ZBTB5 ZDHHC5 ZER1 ZFP36 ZFP36L1 ZFP91 ZFX ZFYVE26 ZNF282 ZNF346 ZNF362 ZNF385C ZNF512B ZNF524 ZNF609 TGTATGA_MIR4853P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TGTATGA_MIR4853P ABHD17B ADAMTS3 ADAMTS4 AFF4 AGO2 ANK3 ANKS1B API5 ARHGAP20 ARID1A ASAP2 ATP1B1 AZIN1 BMI1 C3orf70 CADM4 CCER1 CD2AP CDK16 CDYL CHKA CILK1 CKAP5 CLIP3 CNR1 CPLX2 CREBRF CRYZL1 CTBP1 DAGLA DAPK1 DTNA DYRK1A DYRK2 EMC7 ENY2 ERC2 FAM222B FBN2 FBXL7 FMR1 FOXK1 GAD2 GANAB GDA GIGYF2 GLS2 GNAI1 GNB1 GPM6A GRID1 HDAC4 HOOK3 ILRUN IVNS1ABP JAG1 KANSL1L KBTBD8 KCNMA1 KIAA1217 KIF21A KMT5A LIN54 MAFB MAGI2 MAML3 MAPKAPK2 MAT2B MEIS2 MKX MYO1B NLK NOTCH2 NR3C1 NRF1 NRXN1 NSMCE4A NXPH1 OTUD4 PCGF3 PDE4D PHF1 PI4K2A PIK3C2B PISD PLCXD3 PLPPR1 PLSCR3 PPARGC1A PPM1A PPP3R1 PPP4R4 PTMA PTPN2 PTPRM PUM2 PURG QSER1 RAC1 RALGAPB RAP1B RBBP6 RBM26 RBMS1 RC3H1 RETREG3 RFX3 RHOA RNF13 RNF135 RNF145 RNF220 RNF38 RNF44 RUNX1T1 RUNX2 SEMA3C SETD7 SIRT1 SMG1 SMPX SNPH SNRNP40 SOX11 SOX9 SP1 SP3 SPRED2 STIM2 STK35 STMN2 STYX SYPL1 TBX15 TIMM9 TMEM184B TMEM30A TMSB10 TOP1 TRIB2 TSHZ3 UBE2E3 UBE2Q1 UBR3 ULK2 VAPB VEZF1 WDR33 YAF2 ZEB2 ZFAND5 ZIC2 ZMAT1 ZMYM4 ZNF770 TGTGTGA_MIR377 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TGTGTGA_MIR377 ABCA9 ADARB1 ADRA2B AGPAT4 AMACR ARGLU1 ARHGAP21 ARID1A ARID1B ARID4B ARL8B ARMC8 ATXN1 ATXN2L ATXN7 ATXN7L1 AZIN1 BAZ2A BAZ2B BCL2L1 BIRC8 BTBD7 C21orf91 C2CD2L C5orf24 CACNA2D2 CAMK2N2 CAMTA1 CAP2 CAPN5 CARTPT CCDC184 CCDC32 CD24 CD93 CDKN1B CDON CELF2 CNOT7 CPEB4 CPLX3 CPSF6 CRB3 CREBL2 CSRNP3 CTCF CUL1 CUL4A DHCR24 DLGAP4 DMTN DNAJC6 EDNRB EFL1 EGR1 EGR2 EIF4E EP300 ETS1 EYA4 FAM133B FAT2 FBXO30 FCHSD1 FLNC FMR1 FNBP1L FOXN3 FUT8 FZD4 GGA3 GLYR1 GPR85 GRSF1 GTPBP8 H3-3A H6PD HAO2 HAPSTR1 HDAC9 HMBOX1 HMOX1 HOXB8 HOXC6 HS2ST1 ILRUN INTS4P1 IPO5 ITPRID2 JAG1 JAZF1 KCNMA1 KIF2A KLHL2 KLHL35 KLHL9 KLK10 KMT2A KPNB1 LAMC1 LMX1A LRP12 MACF1 MADD MAP1A MARCHF3 MAX MDM2 MIER1 MINAR1 MMP16 MRFAP1 MVB12B NAA15 NAPB NBEA NCOA1 NCOA6 NDEL1 NEGR1 NELFA NKX2-2 NPEPPS NR6A1 NRG1 NRK NSD2 NT5C3B NUP153 OSGIN2 OTULIN PCDH10 PDGFRA PHF21A PHF3 PHF6 PITX2 PLCB1 PPM1F PRKD1 PRPF4B PRR7 PRTG PRX PSME4 PTMA PTPRN PUM1 QKI RABGAP1 RASA1 RBPMS REEP1 RET RICTOR RNF145 RNF165 RNF182 RNF38 RPGRIP1L RPS6KB1 RSBN1 S1PR1 SLC11A2 SLC22A2 SLC35C2 SLC39A10 SLC6A8 SOD1 SRF SRPK2 SRSF1 STK35 STRN4 SUGP1 SUMF1 TAPT1 TEAD1 THADA TM9SF1 TMED2 TMX1 TP63 TRIOBP TRIP12 TRMT11 TTC23L UBE2D2 UBE2L3 UBP1 UNC45A VCPIP1 VEGFA XIAP ZBTB4 ZDHHC14 ZEB2 ZFP36L1 ZFX ZNF462 TGTTTAC_MIR30A5P_MIR30C_MIR30D_MIR30B_MIR30E5P https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TGTTTAC_MIR30A5P_MIR30C_MIR30D_MIR30B_MIR30E5P ABL1 ACAP2 ACTC1 ACTR1A ACVR1 ADAM19 ADAM9 ADAMTS3 ADAMTS6 ADAMTS9 ADGRA2 ADGRL3 ADO ADRA2B ADRB1 AFAP1L2 AFF4 AGO1 AHNAK AMOTL2 ANAPC1P2 ANKHD1 ANKRA2 ANKRD17 ANO4 AP2A1 AP3S1 AQP4-AS1 ARF4 ARHGEF6 ARID3A ARID4A ARID4B ARID5B ARL6IP6 ARL8B ARMH3 ASB3 ASCC3 ATG5 ATOSA ATP2A2 ATP2B1 ATP2B2 ATXN1 AVL9 B3GNT5 B4GALT6 BAHD1 BAZ2B BCL2L11 BCL9 BCOR BECN1 BNC1 BNC2 BNIP3L BRD1 BRWD1 BSN BTBD10 BTBD7 C16orf87 C9orf85 CA10 CACNB2 CADPS CALU CAMK2D CAMK2N2 CAMKK2 CAMTA1 CAPN5 CAPZA1 CARS1 CBFB CBLB CBX2 CCDC117 CCDC120 CCDC43 CCDC97 CCNE2 CCNK CCNT2 CCPG1 CDC37L1 CDK19 CELF2 CELF3 CELSR3 CEP170B CEP41 CFL2 CHD7 CHKA CHMP2B CHST1 CHST2 CILK1 CIT CLDND1 CNOT6 CNTD1 COL13A1 COPS7B CPEB2 CPEB4 CPNE8 CPSF6 CRACDL CRKL CSNK1A1 CSNK1G1 CTNND2 CUL2 CYP24A1 CYRIA DAG1 DAGLA DCUN1D3 DCX DDIT4 DESI2 DET1 DEXI DGKZ DHX40 DIO2 DIP2B DLG5 DLGAP4 DLL4 DMD DNAJC13 DNMT3A DOC2A DOCK7 DOLPP1 DPYSL2 DSTYK E2F3 EAF1 EBF3 EDC3 EDEM3 EDNRA EDNRB EED EFNA3 EIF5A2 ELAVL3 ELL ELL2 ELMOD2 ELOVL5 EML4 ENOX2 EPB41 EPC2 EPHB2 ERG ERLIN1 ESCO1 ESPN ESRRG EXTL2 FAM110B FAM131B FAM13A FAM210B FAM43A FAM83F FAM91A1 FAP FBXL17 FBXL20 FBXO34 FCHO2 FGD6 FHIP2A FHOD3 FKBP3 FNDC3A FOXD1 FOXG1 FRK FRMD6 FRMPD1 FYCO1 GALNT1 GALNT2 GALNT3 GALNT7 GARRE1 GFPT2 GIGYF2 GJA1 GLCCI1 GLCE GLDC GMEB2 GNAI2 GNAO1 GOLGA4 GRB10 GRHL1 GRHL2 GRIA2 GRM3 GRM5 GSKIP GTF2H1 GZF1 HDAC9 HECW2 HERC2 HIC2 HLF HLX HOXA11 HSPA5 IER2 IKZF2 IL1A INSIG2 IP6K3 IRF4 IRS1 ITGA6 ITGB3 ITSN1 JADE2 JADE3 JAG2 JAKMIP2 JDP2 JOSD1 JPH4 KCNJ12 KCNJ3 KCNMB2 KCTD3 KCTD5 KCTD7 KCTD8 KDM3A KHNYN KIAA0408 KIAA1522 KIAA2026 KLF10 KLF9 KLHL20 KLHL24 KMT2A KPNA3 KRAS KSR1 LARGE1 LARP4 LCLAT1 LGI1 LHX8 LIFR LIN28A LIN28B LIN7C LMBR1L LPGAT1 LPP LRCH2 LRFN2 LRRC8D LYST MAFG MAGI2 MAML1 MAN1A2 MAN1B1 MAP3K12 MAP3K5 MAP6 MARCHF4 MARCHF6 MAT2A MATR3 MBNL2 MBNL3 MECP2 MEIS2 MEX3B MFSD6 MICAL1 MIER2 MIER3 MKRN3 MMD MNT MTCP1 MTDH MYBL2 MYH10 NAA25 NAALADL2 NADK NAGPA NCAM1 NCOR2 NDEL1 NECAP1 NEDD4 NEDD4L NEK4 NEUROD1 NEUROD6 NFAT5 NFIB NHLH2 NHS NKAIN2 NKX2-2 NLGN1 NR4A2 NR5A2 NRIP1 NRK NRP1 NRP2 NRXN3 NT5E NUFIP2 NUS1 OMG OTUD4 P4HA2 PAK5 PAPOLA PAPOLB PAWR PCDH10 PCDH17 PCDH19 PCDH20 PCGF5 PDCL PDE4D PER2 PFN2 PGM1 PHACTR2 PHETA1 PHF6 PHTF2 PICALM PIGA PIK3CD PIK3R2 PIP5K1B PLAG1 PLAGL2 PLCXD3 PLPPR4 PLXNA1 PNKD PNN PON2 POU4F2 PPARGC1B PPID PPP1R12A PPP1R14C PPP3R1 PPP4R4 PPTC7 PRDM1 PRICKLE1 PRLR PROSER1 PRRT2 PRUNE2 PSEN2 PSMD7 PSME3 PTGFRN PTP4A1 PTPN13 PTPN2 QKI R3HDM1 RAB10 RAB11A RAB15 RAB32 RAB38 RAB4B RAB8A RABL6 RAD23B RALGPS1 RANBP10 RAP1B RAP2C RAPGEF4 RAPH1 RARB RARG RASA1 RASD1 RASL12 RBFOX1 REEP3 REV1 RFX6 RGCC RGL1 RGS2 RHEBL1 RHOB RIMBP2 RNF122 RNF165 RNF220 RNF44 RNMT RRAD RUBCNL RUNX1 RUNX2 SAP30 SATB2 SBF1 SBK1 SCAMP1 SCARA5 SCN2A SCN3A SCN8A SCYL3 SEC23A SEH1L SEMA3A SEMA6A SEMA6B SEPTIN7 SERPINE1 SETD3 SETD7 SGCB SH3PXD2A SH3RF1 SIRT1 SIX4 SLC1A2 SLC25A14 SLC35D3 SLC35F1 SLC36A1 SLC38A2 SLC38A7 SLC39A10 SLC41A2 SLC5A11 SLC6A9 SLC7A10 SLC9A8 SMARCD2 SMIM14 SNAI1 SNW1 SNX33 SOBP SOCS1 SOCS3 SON SORCS3 SOX12 SOX4 SOX9 SP4 SPAST SPEN SPTSSB SRGAP3 SRSF7 SSH2 SSX2IP ST8SIA4 STAC STAG2 STC1 STIM2 STK35 STK39 STOX2 STRIP1 STX2 SUPT3H SWT1 SYNGR3 SYPL1 TAB3 TAOK1 TASP1 TBC1D10B TBC1D15 TDG TENT2 TENT5C TIA1 TIMP3 TLL2 TMCC1 TMED2 TMEFF1 TMEM121 TMEM121B TMEM47 TMEM87A TMOD2 TNRC6A TNRC6B TNXB TRAPPC14 TRPM7 TRPS1 TSPAN33 TTBK1 TTLL7 TULP4 TWF1 UBE2D2 UBE2F UBE2I UBE2J1 UBE2V2 UBE3C UBN1 UNC5C URM1 USP37 USP44 USP47 USP48 VAPA VAT1 VAT1L VKORC1L1 WBP1L WDR44 WDR7 WIPF1 XPO1 XPR1 YBX3 YPEL2 YPEL5 YTHDC1 YTHDF3 YWHAZ ZBTB39 ZBTB41 ZBTB7A ZCCHC14 ZCCHC2 ZCCHC24 ZDHHC17 ZDHHC21 ZFAND5 ZFC3H1 ZFX ZFYVE26 ZMYND8 ZNF280B ZNF507 ZNF608 ZNF644 ZNF706 ZNF746 ZNRF1 TTCCGTT_MIR191 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TTCCGTT_MIR191 AMMECR1 AMMECR1L AP1G1 ATP2B2 BDNF BRMS1L CCND2 CEBPB EGR1 FOXP1 FZD5 GAP43 LIN54 MAP3K12 MAPRE3 NDST1 NEURL4 NRCAM OXSR1 PHC2 PLCD1 RNF139 SOX4 TAF5 TJP1 TLX3 TMOD2 WWP1 ZCCHC24 TTGCACT_MIR130A_MIR301_MIR130B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TTGCACT_MIR130A_MIR301_MIR130B ABCA1 ABCB7 ABCC5 ABHD3 ACBD5 ACSL1 ACSL4 ACVR1 ADAM12 ADAMTS18 ADCY1 ADCY2 AGFG1 AGO1 AGO4 AKAP1 AKAP7 ANKRD12 ANKRD28 AP1G1 APPL1 ARFIP1 ARGLU1 ARHGAP1 ARHGAP12 ARHGAP21 ARHGAP35 ARHGEF12 ARID4B ARRDC3 ASXL2 ATG14 ATG16L1 ATP11A ATP2B2 ATP6V1B2 ATRN ATRX ATXN1 B4GALT5 BACH2 BAHD1 BAZ2A BHLHE41 BIRC6 BLCAP BMPR2 BMT2 BPTF BRWD1 BTAF1 BTBD3 BTBD7 BTF3L4 BTG1 CALM2 CAMTA1 CANX CCDC126 CCDC88A CD69 CDK19 CENPO CEP120 CEP170 CHD9 CHMP3 CHST1 CLCN5 CLIP1 CLOCK CLTC CMPK1 CNIH1 CNOT4 CNOT6 CNOT7 COL19A1 CPEB4 CREB5 CSF1 CSMD1 CSNK1G1 CUL3 CYLD DCBLD2 DDX6 DENND10 DENND10P1 DENND1A DICER1 DIP2A DLL1 DNAJC16 DNM2 DOCK3 DPYSL2 DSEL DYNLL2 E2F7 EDA EFNB2 ELK3 EMX2 ENPP5 EPC2 EPS15 ERBB4 ERBIN EREG ESR1 EXOC5 FAM104A FAM20B FAM234A FAM53B FASTK FBXO28 FMR1 FOXF2 FSTL5 G3BP2 GADD45A GAP43 GDA GJA1 GOLT1B GPATCH8 GPCPD1 GRM7 GSE1 HABP4 HBP1 HECA HECW2 HIVEP2 HOXA3 HOXA5 HOXB3 IER3IP1 IGF2BP1 IKZF4 INHBB INO80 IRF1 ITPK1 ITPR1 JAKMIP1 KBTBD8 KDM2A KIT KLF13 KLHL20 KMT2A KMT5B LCLAT1 LCORL LDLR LDLRAD4 LIMD2 LNPEP LONRF1 LRCH2 LRIG1 LRP4 LRP8 LRRC37A11P M6PR MACIR MAF MAFB MAML1 MAP3K12 MAP3K14 MAP3K9 MAP4 MAPRE3 MARCHF2 MAT2B MB21D2 MBNL1 MDFIC MDGA2 MECP2 MED12L MEMO1 MEOX2 MEX3D MFSD6 MIB1 MID1IP1 MIER1 MIER3 MIGA1 MIGA2 MLEC MLLT10 MLLT6 MMGT1 MPHOSPH9 MPPED2 MTF1 MTLN MTMR12 MYB MYT1 N4BP1 NAA30 NAA50 NALF2 NBEA NCOA1 NDEL1 NEUROD1 NEUROG1 NHLH2 NHS NIPA1 NME7 NOCT NPAT NPEPL1 NPNT NPTN NPTX1 NR2C2AP NR3C2 NRARP NRBF2 NRP1 NRP2 NSD3 OGT OTUD4 PAFAH1B1 PAK6 PAN3 PDGFRA PELI1 PEX5L PFKFB3 PGM2L1 PHACTR2 PHAF1 PHF12 PHF3 PIGA PIK3IP1 PITPNM2 PLAA PLCB1 PMEPA1 POU3F2 POU4F1 PPARG PPP6R1 PPP6R2 PPP6R3 PRKAA1 PRKD3 PRR5L PSAP PSD PTGFRN PTP4A1 PTPRG PTPRM PUF60 QKI R3HDM1 RAB30 RAB34 RAB5A RAB5B RAI2 RALBP1 RAP2C RAPGEF4 RASD1 RASSF1 RBBP8 RBM33 RELCH RHOT1 RNF145 RNF165 RNF38 ROBO1 ROBO2 RTN1 RUNX2 RUNX3 RXFP2 RXRA S1PR1 SASH1 SCRT1 SFMBT1 SH3D19 SHANK2 SIK1 SKIDA1 SKP1 SLAIN1 SLC24A3 SLC44A1 SLC9A2 SLF2 SLMAP SMAD5 SMARCD2 SMC4 SMOC1 SMOC2 SNAP25 SNIP1 SNPH SNX2 SNX27 SNX5 SOCS5 SOCS6 SOX21 SOX4 SOX5 SPART SPATA2 SPEN SPHK2 SPOPL SPTY2D1 ST18 ST8SIA3 STARD13 STC1 STIM2 STIMATE STX6 SULF1 SUV39H1 SYBU SZRD1 TAF4 TARDBP TBC1D8 TBL1XR1 TENT2 TENT5B TERB1 TESK2 TGFBR2 TIMP2 TMEM50B TMEM63B TNRC6A TNRC6B TOGARAM1 TP53INP1 TP63 TPP1 TRIM2 TRIM3 TRPS1 TSC1 TSPOAP1 TSPYL2 TTYH3 UBE2D1 UBE2D2 UCP3 ULK2 USP32 USP32P2 USP33 USP48 USP6 VGLL3 VGLL4 VPS37A VPS37B WDFY3 WDR1 WDR20 WDR47 WEE1 WNK3 WNT1 WNT2B YTHDF2 ZBTB18 ZBTB4 ZCCHC14 ZEB2 ZFC3H1 ZFP91 ZFPM2 ZFYVE26 ZFYVE9 ZNF217 ZNF282 ZNF3 ZNF609 ZNF711 ZNF784 ZNF800 TTGCCAA_MIR182 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TTGCCAA_MIR182 ABCC3 ABHD13 ABLIM1 ABTB3 ACACA ACVR1 ADAM10 ADAMTS18 ADCY2 ADCY6 ADD3 ADGRL2 ADRA2C AEBP2 AGO1 AJUBA AKAP7 AMMECR1L ANK2 ANK3 APLN ARF4 ARGLU1 ARHGDIA ARHGEF3 ARHGEF7 ARMC1 ARRDC3 ATAT1 ATOH8 ATP1B3 ATP2A2 ATXN1 AUP1 BABAM2 BACH2 BAG4 BCL11A BCL2 BCL2L12 BCL2L13 BDNF BHLHE22 BHLHE41 BMT2 BNC2 BRMS1L C2CD2 C9orf72 CADM2 CAMSAP2 CAMTA1 CBFA2T3 CCDC117 CCNJ CD2AP CD47 CDC27 CDV3 CEBPA CELF6 CFL1 CHMP1A CITED2 CLOCK CLPTM1L CNOT6 CNPY3 CORO1C CSNK1E CTTN CUL5 DAZAP2 DCAF12 DCUN1D1 DCUN1D4 DENND6A DENR DMXL1 DOCK9 DOK4 DR1 DSCAM DYNC1LI2 DYRK1A EBF3 EDNRB EFNB2 EGR3 EIF3A EIF5 ELL ELL2 ELMO1 EPAS1 EPHA7 EPHB1 EPM2A ERC2 ETS2 EVI5 EXOC4 FAM171A1 FAM78A FAM91A1 FBXW11 FBXW7 FEM1C FGF9 FLOT1 FMR1 FNBP1L FNDC3B FOXF2 FOXN3 FOXO3 FXR1 FZD3 GABBR1 GEMIN8 GIT2 GK GMFB GOLGA8A GOLGA8EP GOLGA8G GPR85 GRM5 HMGCLL1 HOXA10 HOXA9 HYCC2 IGSF3 INSIG1 INTS6 IP6K1 IRF2BPL ISL1 JAZF1 KCMF1 KDELR1 KDM2B KHDC4 KHDRBS3 KIAA1217 KLF13 KLF15 KLF7 KMT2A KPNA3 KTN1 L1CAM LHX3 LIMK1 LSM14A MAF MAGI1 MAK MAP1LC3B MARCKS MARK3 MBNL2 MCMBP MEF2C MEF2D MEIS2 MFAP3 MITF MMD MMP16 MOB1B MSL2 MTCH2 MTSS1 MTURN MVB12B MYADM MYO19 N4BP1 NADK2 NAP1L1 NCALD NFASC NKX2-2 NPM1 NPTX1 NRCAM NSD2 NSD3 NTNG1 NUAK1 NUFIP2 NUMB OCRL OGT P2RX4 PABIR1 PAFAH1B1 PAIP2 PALLD PARM1 PBX2 PC PCDH17 PCDH18 PCDH8 PCGF3 PCMT1 PCMTD1 PCNX2 PDXDC1 PDZD4 PHF13 PHF21A PIGA PLCH1 PLD1 PLPPR4 POLR2M PPIL1 PPM1E PPP1R2 PPP3R1 PPP4R3A PRDM1 PREPL PRKACB PRKD1 PRPF4B PRRG3 PRRX1 PRUNE2 PTHLH PYGO2 QKI RAB10 RAB6B RAC1 RALGAPB RALGDS RARG RASA1 RDX RET RETREG1 RGS17 RHOBTB1 RIMBP2 RIMS3 RNF144B RNF208 RNF44 RPRD1B RTN4 SATB2 SCRT1 SELENOI SEPTIN7 SEPTIN9 SETD7 SGMS1 SH2D1A SH3BP4 SHC4 SKAP2 SLC1A2 SLC39A9 SLC43A2 SLC44A2 SLC4A7 SLITRK4 SMAD1 SNAP23 SNX4 SOX2 SP3 SPRTN SPRY4 SS18L1 STARD13 STOX2 SYPL1 TACC1 TAF15 TAPT1 TBC1D22A TEX2 THBS2 TMEM115 TMEM145 TMEM47 TMEM50B TMEM68 TNRC6B TOB1 TOPBP1 TP53INP1 TP53INP2 TRIM8 TSNAX TSPAN9 TXNL1 UBE2Q2 UBE2R2 UBE3C UBXN10 VAMP3 VASP VAV2 VLDLR VPS26B WASF2 WDR47 WIPF1 WIPI2 WSB1 XBP1 XPR1 YAF2 YWHAG ZC3H15 ZCCHC14 ZFAND4 ZFC3H1 ZFP36 ZFP36L1 ZMPSTE24 ZNF280B ZNRF1 TTGGAGA_MIR5155P_MIR519E https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TTGGAGA_MIR5155P_MIR519E AAR2 ABCC3 ABCG4 AFF4 AHCYL2 ALKBH8 AP3S1 APLN ARHGEF3 ARID1A ARRDC3 ATRN ATXN3 AUTS2 BICRAL BSN BTG2 C18orf25 C2CD6 CAB39 CCN1 CEMIP2 CEP192 CHSY1 CILK1 CLCF1 CLIP2 CLSTN2 CLUHP3 CMTM6 CPEB2 CSNK1G1 DCUN1D3 DCX DDX3X DDX3Y DGCR2 DIS3L2 DLG2 DONSON EFNA3 EMX2 EPC2 EPN2 ETNK2 ETS1 ETV1 FGFR2 FRAS1 FRMPD4 FSTL1 G3BP2 GABBR1 GDI1 GK5 GREB1L HERC2P9 HERC4 HNRNPUL1 HOXA1 ID3 IQGAP1 ISL1 ITSN1 KCND2 KCTD7 KHNYN KLF14 KMT2A KPNA1 KRT18P55 LRATD2 LZTS3 MAEL MAPRE1 MARCHF6 MARCKS MCUR1 MEF2D MLLT6 MOSPD2 MSI1 MTF2 MTHFD1L NALF2 NCOA1 NCS1 NDUFAF5 NFATC4 NFIB NOTCH2 NSD2 NUP35 OPHN1 OSBPL3 PDGFRA PIP4P2 PLAGL2 PM20D2 POM121 POU2F1 PSMD11 PUM1 QSER1 RAB2A RAP1B RAP2C RBL2 RDH11 RIOK3 RPP14 RPS6KA3 RSBN1 RWDD4 SCN8A SERTAD1 SGPL1 SLC4A4 SLC7A11 SLC9A2 SNAP25 SOX12 SOX30 SP4 SRSF1 SUMO2 SYNGR1 TACC1 TGFBR2 TMEM263 TMEM47 TNPO1 UBAP2 UBE2B UBE2H UBE2K UBE2Q2 UHRF2 ULK2 VEZF1 YAF2 YTHDF2 ZBTB1 ZBTB44 ZFAND4 ZFP36L1 ZFP91 ZNF207 ZNF436-AS1 TTGGGAG_MIR150 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TTGGGAG_MIR150 ACBD3 ACTR1A ARAP3 ARGLU1 ATAT1 BASP1 C2CD2L COL4A4 CPD DHX36 DUSP3 DYRK1A EDA EGR2 EIF4E EIF4H ELK1 EPHB2 ERC1 ERP44 ETF1 FBXW11 FOXO4 FOXP1 FZD4 GABRG2 GDI1 GGNBP2 GLDC GPATCH8 GRIPAP1 GTF3C2 HILPDA ICA1 IFFO1 IGF1 IKBIP IRAK2 KCNN3 KLHL3 KRCC1 MAP3K12 MBD6 MIB1 MMP14 MMP19 MRC2 MYADM MYB NAV2 NOTCH3 NR2F2 PA2G4 PAFAH1B1 PAPPA PFN2 PIGA PKP4 PLP2 PLXNC1 POM121 PPP2CB PRKAR1A PRRT2 RAD23B SEH1L SGMS1 SMARCD1 SRF SRSF2 STK39 STX5 TADA1 TAPT1 TESK2 TM9SF3 TMCC1 TRPS1 TSC22D3 UBFD1 UST VAMP2 VEGFA VEZF1 YDJC ZBTB4 ZCCHC3 ZMYM5 ZNF189 ZNF784 TTTGCAC_MIR19A_MIR19B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TTTGCAC_MIR19A_MIR19B ABCA1 ABCB7 ABR ACBD5 ACSL4 ACTN1 ADAM12 ADAMTS18 ADCY1 ADCY7 ADCY9 ADIPOR2 ADNP ADSS2 AFF1 AGO1 AKAP1 ANKRD12 ANO1 ANO3 ANXA7 AP1G1 APPL1 ARC ARFGEF1 ARFIP1 ARGLU1 ARHGAP1 ARHGAP12 ARHGAP21 ARHGAP5 ARHGEF12 ARID4B ARIH2 ARMC8 ARPP19 ARRDC3 ARRDC4 ASAP2 ASXL2 ATG14 ATG16L1 ATL2 ATP10A ATP11A ATP2B2 ATP2C1 ATP6V1B2 ATRX ATXN1 B3GALNT2 B4GALT5 BACE1 BAMBI BCL3 BLCAP BMPR2 BMT2 BNC2 BPTF BRWD1 BSN BTAF1 BTBD7 BTF3L4 BTG1 C2orf42 C3orf70 CAB39 CACNA1C CADM4 CALM1 CAMSAP1 CAMTA1 CAST CBFB CBLN2 CBX1 CBX7 CC2D1A CCDC126 CCDC88A CCM2 CCN2 CCND2 CCNL1 CCNT2 CCSER2 CD69 CDK13 CDK19 CEP170 CEP192 CEP350 CGN CHMP4B CHST1 CLIP1 CLIP4 CLOCK CLTC CNOT4 CNOT6 CNOT7 CNTFR COL19A1 CPEB4 CREBL2 CREBRF CS CSMD1 CSNK1G1 CYLD DAG1 DBN1 DCBLD2 DDX3X DDX3Y DDX6 DENND1A DENND6A DHX40 DICER1 DLC1 DLX3 DNAJA2 DNAJB1 DNAJC16 DOCK3 DPYSL5 DSEL DTNA E2F8 EDARADD EFNB2 ELAVL1 ELK3 ELL2 ELMOD2 ELOVL5 EMX2 ENPP5 EPC2 EPHB3 EPN2 EPS15 ERBB4 EREG ESR1 ESRP2 ETV1 EVI5L EXOC5 F3 FAM114A1 FAM234A FAM43A FASTK FBXO28 FBXO8 FEM1C FLNC FMR1 FNDC3A FOXF2 FOXP1 FZD8 G3BP2 GDA GET3 GJA1 GPCPD1 GPR137B GRIN2A GRK6 GRM7 GRSF1 GSKIP GULP1 HBP1 HDAC4 HECW2 HIPK1 HLF HNRNPF HNRNPU ID2B ID4 IGF1 IGF2R IGFBP3 IGSF3 IMPDH1 INHBB INO80 ITGA6 ITPR1 ITSN1 IVNS1ABP JAKMIP1 KBTBD8 KCNA4 KCNJ2 KCNS2 KDM2A KHDC4 KIAA1217 KIF3A KIT KLF10 KLF13 KLHL20 KPNA3 KPNA4 L3MBTL3 LBH LCLAT1 LIF LIMD2 LIN9 LNPEP LONRF1 LPP LRCH2 LRIG1 LRP2 LRRK1 LSM12 MACF1 MACIR MAGI2 MAP3K12 MAP3K14 MAPK14 MAPK6 MB21D2 MBD6 MBNL1 MBNL2 MCRIP2 MDFIC MECP2 MED12L MED13L MED26 MEF2D MEMO1 MFSD6 MIB1 MID1IP1 MIER1 MIER3 MIGA2 MINK1 MLEC MLLT6 MMGT1 MON2 MOSMO MPHOSPH9 MPPED2 MYCL MYCN MYLIP NAPB NAV3 NBEA NCALD NDFIP2 NEUROD1 NHS NIPA1 NME7 NOCT NPAS2 NPEPL1 NPTN NR4A2 NRBF2 NRK NRP2 NSD3 OCRL OGT OLFM1 PAK6 PARM1 PATL1 PCDH10 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 PDE5A PDE7B PEX5L PFKFB3 PFN1 PGM2L1 PHAF1 PHF12 PHF13 PHF20 PHLDA3 PHTF2 PIK3R3 PITPNM2 PITX1 PKNOX1 PLAA PLCB1 PLPPR1 PLXNC1 PMEPA1 PNRC1 POU3F2 POU4F1 PPARA PPP2R5E PPP6R1 PPP6R2 PPTC7 PRC1 PRICKLE2 PRR5L PRRC2C PRRT3 PRUNE2 PSAP PSD PTK2B PTP4A1 PTPRG QKI RAB18 RAB21 RAB2B RAB33B RAB34 RAB5B RAB8B RAF1 RAI2 RALGPS1 RAP1A RAP1B RAP2C RAPGEF4 RAPGEFL1 RASSF1 RBBP8 RBMS1 RBMS3 REEP3 RELCH RFX1 RFX4 RGL1 RHEBL1 RHOB RIMKLA RIN2 RNF11 RNF111 RNF145 RNF165 RNF2 RNF38 ROBO2 RTN1 RUNX2 RUNX3 RXRA S1PR1 SBF2 SCARF1 SDC1 SEMA4C SEPTIN7 SFMBT1 SGK1 SH3D19 SHANK2 SHTN1 SKIDA1 SLAIN1 SLC24A3 SLC24A4 SLC26A7 SLC31A2 SLC35F1 SLC48A1 SLC6A8 SLC9A1 SLC9A2 SLC9A6 SLMAP SMAD5 SMARCA2 SMARCD2 SMOC1 SMOC2 SNIP1 SNPH SNX17 SNX27 SOCS1 SOCS3 SOCS5 SOX21 SOX4 SOX5 SOX6 SPART SPATA2 SPEN SPHK2 SPIRE1 SPRYD3 SPTSSA SRGAP3 SRSF6 ST3GAL5 ST8SIA3 ST8SIA4 STAT5B STK35 STK38 SULF1 SUZ12 SV2A SYBU SYT1 SYT11 TAF4 TBC1D8 TBK1 TENT2 TENT5B TENT5C TESK2 TGFBR2 TGIF1 TGM3 TGOLN2 TLN2 TMEM63B TNFRSF12A TNIP1 TNPO2 TNRC6A TNRC6B TOGARAM1 TOR1B TP53INP1 TRAK2 TRIM33 TRPS1 TSC1 TSHZ3 TSPOAP1 TTYH3 TXNDC12 UBE2A UBE2D2 UBL3 UCP3 USP32 USP32P2 USP33 USP6 VCPIP1 VGLL4 VPS37A VPS37B VPS4B WBP1L WBP2 WDFY3 WDR1 WDR20 WDR26 WDR44 WDR45B WDR47 WEE1 WNT1 WNT3 YTHDF2 ZBTB10 ZBTB18 ZBTB4 ZDHHC18 ZDHHC7 ZEB2 ZFP91 ZFPM2 ZFYVE26 ZFYVE9 ZMYND11 ZNF217 ZNF3 ZNF518A ZNF609 ZNF711 ZNF800 TTTGCAG_MIR518A2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TTTGCAG_MIR518A2 ABTB3 ACTR3 ACVR2A ADRA2B AEBP2 AFF2 AGFG1 AGO2 AGPAT5 AMACR AMER2 ANK2 ANKRD17 ANKRD28 ARPP19 ARRDC3 ATP11A ATRN BCL11A BCL2 BRI3 C18orf25 CA10 CAMTA1 CARF CATSPER2 CBFA2T2 CCL13 CD47 CDC42EP3 CDK2AP1 CEP57L1 CEPT1 CGGBP1 CHD9 CHSY1 CNN1 CNNM2 CORO1C CPEB2 CPEB4 CREB3L2 CTDP1 CTNNB1 CUL2 DAPK1 DCAF5 DDX42 DHX15 DKK2 DOCK10 DSC3 DSCAML1 DUSP6 DYRK1A EGR3 EIF3J EIF4G3 EPB41L1 EPB41L4B ETF1 FAM117A FAM133B FAM78B FBXL5 FOXA1 FOXJ3 GADD45A GDF11 GID4 GNB4 GUCY2C HAPSTR1 HDAC4 HECTD1 HERC2P9 HMGA1 HMGA2 HMGB1 HNRNPR HSPA9 IGF2BP1 INHBB IP6K1 ITCH IVNS1ABP JAG1 KCMF1 KCNJ2 KDM5B KIF3B KMT2C KPNA3 KPNA4 LAMC1 LAMP2 LARP4 LEF1 LEMD3 LINC02915 LRRN3 MAN1A1 MAP3K3 MAPRE1 MCU MED13L MEIS1 MEIS2 MEMO1 MIER3 MIR600HG MKRN1 MLEC MMD MMGT1 MSL2 MYOG NAA30 NCKIPSD NCOR1 NDRG1 NEDD4L NEDD8 NEXMIF NHS NOVA1 NR3C2 NRF1 NUAK2 OSBPL8 OSGIN2 PABPN1 PACSIN1 PAX3 PBRM1 PCARE PCGF5 PFN2 PHF6 PICALM PJA2 PLCB1 PLEKHA3 PLEKHB2 PLEKHM1 PLPPR4 PMEPA1 PNN POU4F1 PPM1F PPP1R12A PRKAB2 PTGFRN PTPRF PURB QKI R3HDM1 RAB21 RAB22A RAB6A RAB6C RAI2 RANBP10 RAP2C RASGRP4 RBBP7 RBM25 RBM33 RHOT1 RNF11 SAMD4A SATB2 SEH1L SENP7 SEPTIN6 SET SETD7 SF1 SGCZ SIPA1L2 SLC25A26 SLC39A9 SLTM SORBS1 SP8 SPART SRPK2 SRSF10 SSC4D STAG2 STK38 SURF4 TACC1 TAF4 TAPT1 TARDBP TCF12 TIMP2 TOMM70 TSHZ3 TSPAN14 UBAP2 USP6 WDR26 XIAP YOD1 YTHDF3 ZFAND5 ZFP36L1 ZIC1 ZMAT1 TTTGTAG_MIR520D https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TTTGTAG_MIR520D ABCA1 ABCC12 ABHD3 ACACA ACTL6A ADCYAP1 ADD1 ADIPOR1 AFF4 AGO1 AMMECR1L ANGPTL5 ANKRD10 ARGLU1 ARL4A ARL8B ARRDC1 ATF4 ATP2A2 ATP2B1 ATXN1 ATXN2 BAZ2B BHLHE41 BIVM BMI1 BOLA2 BRINP3 BRWD1 BSDC1 BTBD3 BZW1 C4orf17 CAND1 CASP8AP2 CBX3 CBX4 CCND1 CCT8 CDC42BPB CDH2 CDIP1 CELF2 CEP350 CITED2 CLNS1A CMTM4 CNEP1R1 CNOT1 CNTLN CNTNAP2 COCH COL24A1 CPEB2 CPEB4 CRHBP CSTF3 CTCF CTDSPL2 CUEDC1 CUX1 DACH1 DAPK1 DCLK1 DCP2 DDIT4L DDX17 DHX32 DIRAS2 DKK2 DNAJC6 EDEM3 EGFLAM EGR3 EIF3A EIF4G2 ELAVL1 ELF1 ELOF1 ENAH ERLIN2 ETS1 ETV5 FAM53B FBN2 FBXO22 FKBP1A FMN2 FNBP1L FNTA FOSL1 FOXN3 GABRA1 GAD1 GADD45A GIPC2 GNAO1 GNL1 GOLT1B GPATCH8 GPM6A GPM6B GRM3 GTPBP1 H3-3A H3-3B H3-5 HDAC4 HES1 HES5 HFM1 HNRNPA0 HNRNPDL HNRNPM HOXA7 HOXB5 HOXB6 HOXD3 HTR7 IER5 IGDCC4 IGF1 IGF2BP3 IL1RAPL1 IL20RA JADE2 JAZF1 JMJD1C KCNK1 KCNMA1 KDELR1 KIF11 KLF11 KLF12 KMT5A LIN28A LLGL2 LPP LRATD2 LRBA LRCH4 LRP11 LRRC59 LRRC8D LRRN1 LUC7L LUC7L3 LYSMD2 MAFF MAP3K2 MAPKAP1 MBNL2 MDM1 MECP2 MEF2C METTL9 MEX3B MIER1 MLLT10 MOCS2 MORC3 MSL2 MTA1 MTF2 MTSS1 NAT8L NAV3 NBEA NCAM1 NCBP3 NDEL1 NDFIP1 NEBL NEDD9 NEUROG1 NEUROG2 NEXMIF NFYB NHLH2 NIPBL NPAS4 NPTX1 NR5A2 NRXN3 NXF1 ODC1 OSBPL10 PCDH19 PCGF3 PCMTD1 PCNP PDCD4 PDCL PDE4D PDZRN3 PFN2 PHF2 PHF6 PHLPP1 PIKFYVE PIP4P2 PIWIL4 PLEKHH3 POLR2B POU4F2 PPARGC1A PPM1D PPM1E PPP1CB PPP1R26 PPP2CA PPP3CA PRDM1 PRDM2 PRPF38B PRPF39 PRPF4B PTN PTP4A1 PTPN2 PTPRZ1 PUM1 PURA PURB QKI RAI14 RANBP2 RAP2A RBM47 RCE1 RDX RFX1 RFX3 RFX4 RICTOR RLIM RNF44 RPS6KB1 RSBN1 SALL3 SBF2 SCD SCN3A SCN5A SDC2 SEC62 SEH1L SEMA4G SERPINF2 SERTAD2 SESTD1 SETD1A SETD7 SIK1 SIRT1 SKIC8 SLAIN1 SLC1A3 SLC35F1 SLC35F5 SLITRK2 SLITRK3 SMOC1 SMOC2 SNAP25 SOCS5 SON SORCS1 SOX1 SOX11 SP3 SP4 SPATS2L SPIN1 SRC SRSF1 SRSF5 SRSF6 STK17B STK4 STON1 STX12 STXBP5 SULF2 SYNPR SYT1 TAB2 TAB3 TAFA5 TAL1 TBC1D15 TBL1XR1 TCF7L2 TCTN2 TEAD1 TIPARP TMEM165 TMEM200A TMEM47 TMPO TOX TPST1 TRAM1 TRPC4 TRPS1 TSHZ1 TUSC2 TXN2 U2AF1 UBE2E3 UBE2L3 UBE2W UBE3A UBE3C UBQLN2 UBR5 UBR7 UHRF1 UNC79 USP33 USP47 VAMP2 VCPIP1 VGLL4 VMAC WASF2 XPO5 ZBTB6 ZFHX4 ZFX ZKSCAN5 ZMYM2 ZNF22 ZNF385B ZZZ3 TTTTGAG_MIR373 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TTTTGAG_MIR373 ACTR2 ADAMDEC1 ADRA1A ALDH18A1 ALK AMMECR1 AP1G1 ARF4 ARFGEF1 ARFIP1 ARHGAP21 ARHGAP5 ARID4A ARID5B ARMC8 ATP2B4 BAZ1A BLNK BPNT2 BRD2 BUB3 C1orf21 C2orf69 C9orf72 CACNA1G CACNG4 CAMK4 CAPN3 CAPZA2 CASP8 CBFB CCER1 CCNJ CFL2 CHST2 CLASP1 CLEC5A CLINT1 CSDE1 CSK CSNK1E DAG1 DCAF17 DCUN1D1 DHX58 DLG4 DNAJB6 DSCAML1 EEF1A1 EFCAB14 EI24 EIF4A1 ELOVL2 ELOVL5 EN2 EPB41L4B EPHB2 ERC2 FBLN5 FBXO28 FBXW7 FGFR2 FIGNL2 FKBP4 FLRT2 FN1 FNBP4 FOXE1 FRMD4A GABRB3 GNAI1 GOLGA4 GOPC GRK3 GRM3 GSE1 HACD2 HARS2 HDAC1 HIF1A HOXA3 HOXB5 IFFO1 IGF2BP3 ILRUN ING4 IPO5 IPPK ISL1 ITGA10 JAK2 KCNIP2 KCTD12 KDELR1 KHDRBS2 KLF5 KLHL13 KPNA3 KPNA4 KRIT1 KTI12 LARP4 LENG8 LSM14A MAF MAFB MBNL2 MBP MDGA2 MLEC MOB3B MRFAP1 MS4A2 MSANTD2 MTMR4 MYB MYCN MYO5C NAA30 NAA40 NABP1 NAV1 NDFIP1 NF2 NMNAT2 NPLOC4 NUFIP2 OPRK1 ORC2 PABPN1 PAFAH1B1 PALS1 PDIK1L PELI1 PHF20L1 PHTF2 PITPNM2 PKNOX2 PKP4 PLAG1 PLPPR1 PMEPA1 PPARGC1A PPM1E PPP2R5C PPP3CA PPP4C PRR7 PRUNE1 PSIP1 PTER PTP4A1 PTPN5 PURB RAB11A RALGAPB RANBP10 RAP1A RELB RIC8B RLF RLIM RNGTT RNPS1 RSRP1 SAMD12 SCUBE3 SCYL2 SEH1L SENP1 SERTAD2 SETD3 SH3GLB1 SH3PXD2A SLAIN1 SLC17A7 SLC23A2 SLC38A2 SLC4A4 SMC1A SMNDC1 SOX4 SOX9 SP2 SPIN1 SRSF5 SSX2IP ST3GAL5 SURF4 SYT4 TARDBP TBL1XR1 TCEANC2 TEX12 TMED9 TMEFF1 TMEM163 TMEM167B TNRC6A TOB1 TRA2B TRHDE TRIM33 UBAP1 UBE2G1 UBE3A USP7 VCP VCPKMT VPS26A WAC WDFY1 WDR44 WTAP XPO1 YTHDF3 ZBTB2 ZC3H6 ZCCHC14 ZCCHC24 ZFAND3 ZIC2 ZNF236 ZNF280D ZNF281 ADA2_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ADA2_TARGET_GENES AAK1 AAR2 ABCB9 ABHD13 ABRAXAS1 ACAD11 ACBD6 ACOT13 ACP2 ACSF3 ADAP1 ADAP2 ADAT2 ADGRA2 ADPRHL1 AGK AGK-DT AGO3 AIFM2 AKR1B1 ALG10 ALG10B ALG3 ALKBH3 AMDHD1 AMDHD2 AMOTL1 ANAPC5 ANAPC7 ANKRD40 ANTKMT ANXA2 ANXA4 AP1G1 AP3S2 AP4M1 AP5Z1 APBA3 APEX1 AQR ARHGAP1 ARL6IP4 ARMC7 ARMH3 ARPC5L ATG5 ATL2 ATP13A4 ATP5PF ATP6V1G2 ATP6V1G2-DDX39B ATPAF1 ATR AURKAIP1 B3GALT9 B4GALT7 BANF1 BANP BASP1 BASP1-AS1 BAZ2A BBS1 BBS10 BCAT2 BCL11A BCL6 BCL9 BCL9L BLOC1S6 BMS1 BMS1P1 BMS1P4 BMS1P4-AGAP5 BORCS8 BORCS8-MEF2B BRD2 BRF2 BRI3 BRWD3 BTNL12P C10orf88 C11orf68 C12orf76 C16orf46 C16orf46-DT C17orf75 C18orf21 C21orf62-AS1 C21orf91 C2CD2L C3orf38 C4orf48 C8orf33 CABLES2 CACNA1A CACNG2 CACNG2-DT CACNG8 CAPNS1 CASKIN2 CCAR2 CCDC106 CCDC159 CCDC38 CCDC57 CCDC97 CCKBR CCNC CCT4 CDC123 CDC16 CDK5RAP1 CDK5RAP3 CEACAM19 CEBPA CEBPA-DT CELF4 CELF5 CENPP CERNA3 CFAP276 CFAP298 CFAP298-TCP10L CGGBP1 CHAF1A CHCHD2 CHD2 CLK3 CLOCK CNBD2 COA5 COA6 COA6-AS1 COG4 COMMD1 COMMD2 COPS2 COPS4 COPS7B COQ3 COQ4 COX16 CPLX2 CPSF1 CPVL CSNK1D CSNK1E CSTF2T CSTPP1 CTDSP2 CTNNA1 CTNNA1-AS1 CUEDC2 CUL4A CWC27 CXXC4 CYP2A7 CYREN CYSRT1 DBN1 DCDC1 DCP1A DCTN1 DDIT4 DDX1 DDX21 DDX39B DDX39B-AS1 DDX55 DHX33 DHX33-DT DLGAP4 DMAP1 DNAJB12 DNAJC2 DNAJC24 DNAJC25 DNAJC25-GNG10 DNAJC7 DPAGT1 DPH7 DPP9 DPY19L3 DPY19L3-DT DPY19L4 DPYSL2 DRAP1 DRG2 DSTYK DTD1 DTWD1 DUS1L E2F3 ECE2 ECHDC1 EDC4 EEF1A1 EEF1A1P23 EEF1D EEF2 EEFSEC EFCAB7 EIF1AD EIF2B1 EIF2B5 EIF2D EIF3D EIF3F EIF4A2 EIF4E2 EIF4G1 EIF4G3 EIF5B ELAPOR1 ELMOD1 ELOA EMC4 EME2 EMG1 ENPP3 ENSG00000232995 ENSG00000246465 ENSG00000248515 ENSG00000267260 ENSG00000273828 ERCC6L2 ERCC6L2-AS1 ERI1 ERP44 EVX2 EXD2 EXD3 EXOSC3 EXOSC4 FAM118A FAM120A FAM120AOS FAM168A FAM220A FAM227B FAM228B FAM241A FAM98B FANCC FANCM FBXL14 FBXO22 FBXW2 FBXW8 FEM1B FGF7 FGFBP3 FKBP10 FKBP3 FLI1 FOSL2 FOXI1 FOXN3 FOXS1 FRA10AC1 FZD1 FZD2 G0S2 GABPA GALK2 GALNT16 GALNT16-AS1 GAP43 GATA3 GATM GBA1 GEMIN7 GET4 GFM1 GFM2 GGN GIN1 GLIPR1 GLUD1P2 GLUD1P3 GOLGA3 GOLM2 GPBP1L1 GRAMD1B GRB2 GRPEL2 GSK3A GSTCD GTF2H2C GTF2H3 GTF2H4 GTF3C3 GTF3C5 GTPBP3 GUCD1 H2AZ1-DT H2AZP3 H2BC4 HAR1A HASPIN HDAC8 HELQ HEMK1 HERC3 HIRA HMGA2 HMGB1 HMGXB3 HNRNPF HOXC8 HSP90AA1 HSPB9 HUS1 HYCC2 IFTAP IGHMBP2 INO80B INO80B-WBP1 INPP4B INTS12 INTS14 INTS5 INVS IPO4 IPPK ISM1 ISY1 ISY1-RAB43 ITGAE ITGB3BP JMJD4 JPX JRK KAT2A KBTBD4 KCNJ5 KCTD10 KCTD5 KIAA0586 KIAA0825 KIF22 KLHDC9 KLHL20 KLK10 KMT2A KMT2B KMT5B KNSTRN KRR1 LAMP1 LAS1L LDB2 LETM1 LIAS LIG4 LINC00244 LINC00461 LINC00667 LINC00853 LINC01132 LINC01410 LINC01547 LINC02142 LINC03057 LINC03065 LMAN2 LMOD1 LOXL1 LOXL1-AS1 LRRC32 LRRC37A5P LRRC49 LRRC58 LSG1 LSM5 LTN1 LZIC MAD2L2 MAF1 MAGI1 MAIP1 MAMDC2-AS1 MAML2 MAN1A2 MAN2C1 MAP3K10 MAP3K8 MARK4 MBTPS2 MCAT MCEE MCM3AP MCM4 MCM7 MCOLN1 MDGA1 MDH1 MECOM MED18 MED22 MED23 MEIS2 METTL15 METTL9 MFAP2 MFSD11 MFSD12 MINPP1 MIR1302-3 MIR1538 MIR3677HG MIR3928 MIR7-3 MIR7-3HG MITD1 MKNK2 MKRN1 MKRN2 MKRN3 MLEC MNAT1 MNX1 MNX1-AS1 MPHOSPH10 MPLKIP MRPL1 MRPL13 MRPL16 MRPL18 MRPL21 MRPL3 MRPL30 MRPL39 MRPL40 MRPL44 MRPL48 MRPL51 MRPL54 MRPL58 MRPS18C MRPS22 MRPS31 MRPS31P4 MRPS31P5 MRPS34 MSL1 MST1 MTBP MTCO3P12 MTERF4 MTG1 MTHFD2L MTIF2 MTMR4 MTMR9 MTOR MTR MTRF1 MYBL1 NAA20 NAT8L NAV3 NCAPD2 NCOA2 NDOR1 NDUFA11 NDUFA12 NDUFAF1 NDUFAF4P1 NDUFB3 NDUFC2 NDUFC2-KCTD14 NDUFS3 NDUFS7 NELFA NELFB NEU3 NFAT5 NFIA NFKBIL1 NFYB NIF3L1 NIPBL NKAP NKAPD1 NKAPP1 NME1 NME1-NME2 NMNAT1 NOL12 NOL8 NOP16 NOP2 NORAD NOSIP NOXA1 NPAS3 NPLOC4 NR1H2 NR1H3 NR2F1 NR2F1-AS1 NR2F2 NREP NRN1 NSA2 NSFL1C NSL1 NSUN4 NUDCD3 NUDT5 NUF2 NUMBL NUP107 NUP107-DT NUP153 NUP54 NXN NXT2 OGFOD2 OPA1 OSGEP OTUD7B P3H4 PATJ PAXBP1 PCED1A PCID2 PCLAF PCYT1A PDCD2 PDCD6 PDCD6-DT PDCD6IP PDE6D PDGFB PDXK PEMT PER1 PEX13 PEX3 PFKM PGAM5 PGK1 PHB2 PHF20 PHF21A PHKA2 PIGC PIGL PIGQ PIH1D2 PLEKHA1 PLEKHG3 PLEKHM3 PLPP6 PMS2P4 POC1B POLR1B POLR1C POLR3B PPID PPIEL PPIL3 PPIL6 PPIP5K2 PPP1R11 PPP1R9B PPP2R2A PPP2R3C PRDM6 PRDM6-AS1 PRORP PROX1 PROX1-AS1 PRPF18 PRRG2 PRSS27 PSCA PSMC2 PSMD11 PSMF1 PSMG3 PSMG3-AS1 PSTK PTK2B PTPN21 PUM1 PUS10 PXK PYURF RAB18 RAP2C RAP2C-AS1 RBBP5 RBBP9 RBM28 RBM3 RESF1 REXO4 RFC4 RFX3 RFX3-DT RFXANK RGS5 RHOXF1P1 RHOXF1P2 RNA5SP283 RNF123 RNF185 RNF220 RNF6 RNFT2 RNPS1 RNU6-1 RNU6-1145P RNU6ATAC RNU7-27P RPL11 RPL13 RPL18 RPL23AP53 RPL27 RPL27A RPL29 RPL3 RPL31 RPL32 RPL35 RPL36 RPL37 RPL38 RPL5 RPL7 RPL7A RPL8 RPL9 RPS10 RPS10-NUDT3 RPS14 RPS18 RPS2 RPS20 RPS24 RPS29P16 RPS3 RPS3A RPS4X RPS7 RPS8 RRP15 RSBN1 RSPH3 RSPO2 RTEL1 RTTN RUVBL1 SAMD1 SAR1B SBDS SBDSP1 SBK1 SCAND3 SCN1B SCRIB SCRT1 SDHAF3 SEC11A SEC13 SEC22B SELENOH SEMA3A SENP1 SF3A3 SF3B3 SF3B6 SH2B1 SH2D2A SHARPIN SHOX2 SLC12A5 SLC12A5-AS1 SLC20A2 SLC24A1 SLC27A5 SLC33A1 SLC35A3 SLC35B1 SLC35C2 SLC39A13 SLC39A3 SLC44A1 SLC4A11 SLC4A1AP SLCO4A1 SLF1 SLX9 SMG7 SMG7-AS1 SMG8 SMIM19 SMIM20 SMPD2 SNAP25-AS1 SNAP47 SNHG15 SNHG6 SNHG9 SNORA78 SNORA7A SNORA9 SNORD15A SNORD24 SNORD43 SNORD46 SNORD54 SNORD55 SNORD68 SNORD84 SNRNP27 SNRPB SNRPD1 SNRPD3 SNX16 SOX5 SPAG8 SPATA5L1 SPDL1 SPHK2 SPRED3 SPRING1 SREK1IP1 SRSF2 SSBP1 SSBP2 ST6GALNAC6 STARD10 STARD3 STIM2 STK3 STMN3 STMP1 STOML2 STX16 STX16-NPEPL1 STX18 STX18-AS1 STX6 SUGCT SUGT1 SUGT1-DT SUPT7L SYNPO TACC3 TACO1 TAF12 TAF12-DT TAGAP-AS1 TARS2 TATDN3 TBC1D13 TBC1D19 TCP1 TDP1 TDP2 TECPR1 TEDC1 TEFM TENM2 TES TESC TESC-AS1 TEX38 TGFB3 TGS1 THAP10 THEM4 THUMPD1 TIGD1 TIGD5 TIGD6 TIMM29 TIMM9 TMA16 TMEM101 TMEM128 TMEM129 TMEM132A TMEM203 TMEM222 TMEM242 TMEM242-DT TMEM41A TMEM68 TMEM69 TMX4-AS1 TNPO1 TNPO3 TNRC18 TOP3B TOR1AIP1 TOR1B TPI1P2 TRABD TRDMT1 TRIM35 TRIP4 TRMU TRUB2 TSC22D4 TSEN15 TSEN54 TSPAN10 TSSC4 TTC23L TTC23L-AS1 TTC26 TTC4 TUBGCP3 TUBGCP4 TUFM TUT1 TUT7 TVP23B TXN2 TXNDC9 TYR TYW5 UBA5 UBE2I UBE3B UBE3C UBIAD1 UNC50 UQCC1 UQCC6 USP30 USPL1 UTP3 VARS2 VCPIP1 VPS13B VPS13B-DT VPS16 VPS25 VPS36 VPS45 VPS51 VPS52 VPS9D1 VTI1A VWA8 VWA8-AS1 WARS1 WDPCP WDR11 WDR11-DT WDR24 WDR25 WDR31 WDR36 WDR83 WDR83OS WEE2-AS1 WNT2B WRAP53 WSCD1 YBEY YEATS2 YEATS2-AS1 YIPF2 YIPF3 YJU2 YWHAE YY1 ZBED9-AS1 ZBTB11 ZBTB11-AS1 ZBTB20 ZBTB20-AS4 ZBTB45 ZBTB46-AS1 ZC3HC1 ZCCHC2 ZDHHC6 ZER1 ZFHX3 ZFHX4 ZFHX4-AS1 ZFP62 ZMPSTE24 ZMPSTE24-DT ZMYM3 ZNF165 ZNF195 ZNF205 ZNF213-AS1 ZNF276 ZNF302 ZNF384 ZNF391 ZNF396 ZNF408 ZNF410 ZNF461 ZNF462 ZNF490 ZNF517 ZNF549 ZNF561 ZNF561-AS1 ZNF564 ZNF569 ZNF570 ZNF579 ZNF580 ZNF581 ZNF582 ZNF582-DT ZNF596 ZNF623 ZNF646 ZNF668 ZNF677 ZNF682 ZNF710 ZNF718 ZNF768 ZNF770 ZNF790 ZNF791 ZNF827 ZNF846 ZNF850 ZSCAN16-AS1 ZSCAN20 ZSCAN22 ZSCAN29 ZSCAN9 ZSWIM2 ZZZ3 ADCYAP1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ADCYAP1_TARGET_GENES DIP2A EHBP1L1 FGGY-DT GLYCTK HMGA2-AS1 LCN8 LINC01547 MARK2P19 NKD2 RN7SL241P TMEFF2 WDR82 ADNP_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ADNP_TARGET_GENES AAAS AARS2 ABCB9 ABHD16A ABR ACBD6 ACOX2 ACTL6A ACTL8 ACTN4 ADA ADAMTS10 ADAMTS14 ADCY6 ADCY7 ADCY9 ADGRB2 ADGRE1 ADRM1 AKR7A2 AKT2 ALDH1A1 ALDH3B1 ALDH8A1 ALKBH7 ANAPC15 ANAPC5 ANG ANKRD13C AP2A2 AP3B1 AP4M1 APBA3 APOC1 AQP1 ARAF ARHGAP45 ARHGEF1 ARPC4 ARPC4-TTLL3 ASAP3 ASS1 ATP1A1-AS1 ATP5F1D ATP6AP1L ATP6V0A2 ATP6V0E2 ATP8A2 AXL B2M B4GALT4 BCL3 BCL9L BEGAIN BICRAL BPIFB5P BRAP BRAT1 BTN3A1 BZW1 C17orf99 C19orf25 C1QTNF6 C1orf127 C1orf167 C8orf76 CACNA1A CACNG5 CACTIN CARHSP1 CASTOR1 CATIP-AS1 CATSPER1 CBR1-AS1 CC2D1A CCDC117 CCDC120 CCDC162P CCDC194 CCDC22 CCDC43 CCDC61 CCNB1IP1 CCNT1 CCR10 CCR5 CCT4 CD151 CD276 CDA CDC25B CDC42BPG CDC45 CDH5 CDK5RAP2 CEACAM19 CEP164 CERS2 CERS5 CFAP107 CFAP157 CFAP57 CHCHD10 CHMP6 CHRD CHRNA2 CIBAR2 CIITA CLASRP CLCC1 CLLU1-AS1 CLU CMBL CNGB1 CNN1 CNTNAP1 COASY COL15A1 COL18A1 COL27A1 COMMD5P1 COQ3 COQ6 CORO1C CORO7 CPT1C CRADD CRTAP CRYBB1 CSF3R CSH1 CSMD1 CTDSP1 CTDSPL2 CTSB CTSS CUTC CYB5D2 CYGB CYP2AB1P CYP4F12 CYRIB DAGLB DAZAP1 DDX54 DGAT2 DMAC2 DMPK DNAI4 DNASE2 DNHD1 DNM2 DOK4 DPF1 DPP3 DPP3-DT DPP9 DRG2 DTD1 EAPP EARS2 ECE1 ECHDC2 EHBP1L1 EHD2 EIF5A ELANE ELK3 ELN-AS1 ELOF1 EMID1 EML2 ENAM ENC1 ENSG00000187185 ENSG00000201733 ENSG00000212590 ENSG00000226249 ENSG00000228044 ENSG00000244998 ENSG00000254746 EPHB2 EVA1B F2 FAM157C FAM200A FANCC FBLN2 FBN3 FBXO27 FBXW9 FCGRT FCHO1 FEM1A FGF17 FHIP1B FKBP1A FLCN FLII FLVCR1 FNDC4 FRRS1 FXN GABPB2 GADD45B GADD45GIP1 GAMT GAREM2 GAS2L1P2 GATA1 GCKR GDPD5 GEMIN6 GFI1B GGT1 GIT1 GNA15-DT GNG7 GP9 GPR108 GPR160 GPR17 GPSM2 GRAP2 GRIP2 GRSF1 GSDME GSN GSTA4 GTF2E1 GTF2E2 GTF2H4 GTF3C1 GTPBP3 H3C9P HAUS7 HDGFL3 HEATR3 HGFAC HK1 HKDC1 HLA-E HMCN2 HMGN2P34 HNRNPM HPN HPS4 HPS6 HSPB1P2 HTR6 ICAM1 ICMT ICMT-DT ID1 IER5L-AS1 IL1RL1 IL21R ILVBL INTS6-AS1 ISCA1 ISG20 ITGA3 ITGB4 JAML KANSL3 KCNK15-AS1 KCNK5 KCTD21 KDSR KEAP1 KIAA0586 KIF2C KLHL41 KLK15 KMT5A KPNB1 KRT15 KRT4 KSR1 KTN1 LAPTM5 LASP1 LCP2 LDLRAD2 LDLRAP1 LGALS1 LGALS4 LILRB4 LINC00240 LINC00926 LINC01012 LINC01096 LINC01398 LINC01446 LINC01503 LINC01567 LINC01969 LINC02206 LINC02356 LINC02395 LINC02396 LINC02625 LINC02652 LINC02763 LINC02777 LINC02812 LINC02953 LINC02971 LLGL2 LOC124900421 LOXL4 LPAR2 LRBA LRRC51 LSM12 LUCAT1 MACF1 MACROD1 MADCAM1 MAPKAPK5 MAPRE1 MAPT MARF1 MARK4 MATK MATN1-AS1 MCM7 MCOLN1 MEGF9 METTL14 METTL14-DT MFNG MFSD12 MFSD6 MGAT1 MIDN MINDY1 MIR1205 MIR145 MIR3681HG MIR3945HG MIR4487 MIR4656 MIR548AW MIR607 MIR6089 MIR6782 MIR6860 MIR6881 MIR7850 MIR8063 MIX23P5 MLLT1 MOSPD3 MPO MRC2 MRPL53P1 MRPL54 MRPS15 MTURN MUL1 MYO15A MYO15B MYO18B MYO1H MYOM3 N4BP1 NAA20 NATD1 NAV2 NBEAL1 NBEAL2 NCAPH NCOA7 NCOR2 NDST1 NDUFA3 NDUFAB1 NEBL NECAB2 NEK6 NFE2 NFIC NGEF NIBAN2 NIFKP9 NIPA2 NKPD1 NLRX1 NMUR1 NOSIP NOVA2 NOX1 NR6A1 NSMCE1-DT NUCKS1 NUDT21 OAS3 OAT OGG1 PADI4 PAK4 PAM16 PAOX PAXX PCCB PCSK4 PDE4A PDLIM1 PDLIM7 PELATON PEX14 PFAS PGPEP1 PHF19 PHLDA2 PHLDB1 PHOSPHO1 PHTF2 PHYH PI4K2A PIGBOS1 PIGU PIK3AP1 PIK3R2 PISRT1 PKD2L2 PKD2L2-DT PKN1 PLA2G12A PLA2G4E PLAUR PLBD2 PLEKHG2 PLLP PLPP3 PNKP PNN POFUT1 POLD1 POLR1B PPID PRKACA PRKCD PRKD2 PRMT1 PROSER2 PRRT3 PRSS16 PRUNE1 PSMB2 PSMB3 PSMB6 PSMD9 PSME2 PTK2B PTPRA PUS7L PYGM QDPR RAB27A RAB2A RABGGTA RAC1 RALB RANBP1 RANBP9 RAP1GAP RAPGEF1 RASAL1 RASGRP2 RASSF5 RAVER1 RBM47 RERE RHBDF2 RHOT1P3 RILPL2 RITA1 RN7SKP91 RN7SL449P RNASE11 RNASE4 RNF10P1 RNF14 RNF216P1 RNU1-16P RNU2-72P RNU4-2 RNU6-1237P RNU6-339P RNU6-558P RNU6-777P RPL21P29 RPL22P19 RPL29P34 RPL30P7 RPL36 RPL37A RPL6 RPS14 RPS18 RPS18P1 RPS24 RPS29 RTF1 RWDD2B SAE1 SARDH SCARB1 SCNN1D SDHAF4 SDHAP4 SELPLG SEMA4B SEMA7A SEPTIN9 SERHL SETD1A SEZ6 SGSM1 SHANK1 SHD SHFL SIPA1L3 SLC22A8 SLC25A20 SLC25A23 SLC25A24 SLC29A2 SLC29A3 SLC30A6 SLC38A10 SLCO2B1 SLF2 SMAD3 SMARCC2 SMARCD2 SMPD4 SMPD4P1 SMU1 SMYD3 SNPH SNRPC SNUPN SNX29 SORBS1 SPATA2 SPC24 SPPL2C SRC SRCIN1 SRPK1 SRXN1 ST6GALNAC6 STAG2 STARD9 STK17B STX1A SUOX SUPT4H1 SUPV3L1 SWSAP1 SYCP2L SYN1 SYNPO2L SYT3 TAF1C TAF7 TARS2 TBC1D10A TBX6 TCEA1 TENT2 TESC TIMM9 TIPARP TKT TLE2 TM9SF5P TMC6 TMC8 TMEFF1 TMEM119 TMEM132D-AS1 TMEM134 TMEM19 TMEM214 TMEM91 TMEM98 TMPRSS6 TNS4 TOR1A TOX2 TP53I11 TP53RK-DT TPK1 TRABD TRAPPC14 TREX2 TRIM7-AS2 TRMT1 TRMT2A TSC1 TUFM TULP1 TXNRD1 TYROBP UBASH3A UBE2Q2P13 UBFD1 UBR5 UNC13A UNC93B1 URAHP USB1 USP30-AS1 USP35 UTP25 VARS2 VAV1 VEPH1 VPS37D VPS72 VSTM2L VTRNA1-3 WDR12 WDR43 WDR45 WDR82 WSCD2 XKR8 XRCC1 YIF1B ZBTB38 ZC3H14 ZFP36L1 ZFP69 ZGLP1 ZMIZ1 ZMPSTE24-DT ZNF131 ZNF175 ZNF184 ZNF207 ZNF227 ZNF234 ZNF24 ZNF3 ZNF346 ZNF524 ZNF638 ZNF764 ZNF839 ZSCAN25 ZSWIM4 ZW10 ZZEF1 AEBP2_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AEBP2_TARGET_GENES AAMP AATF ABCA11P ABCA7 ABCB9 ABHD11 ABHD12B ABHD16A ABHD2 ABLIM1 ACBD5 ACOT8 ACP6 ACTL6A ACTR2 ACTR3C ACYP1 ACYP2 ADAMTSL5 ADGRL1-AS1 ADGRV1 ADPRHL1 AFF1 AFMID AGFG2 AGPAT1 AHCYL2 AHRR AKAP8L AKAP9 AKIRIN1 AKR1D1 AKR1E2 AKT1S1 ALDH1A2 ALDH2 ALDH4A1 ALDH6A1 ALKBH1 ALKBH6 ALKBH7 ALOX12-AS1 AMACR AMBRA1 ANAPC13 ANAPC15 ANAPC5 ANAPC7 ANKHD1 ANKHD1-DT ANKHD1-EIF4EBP3 ANKMY2 ANKRA2 ANKRD11 ANKRD13A ANKRD17 ANKZF1 ANP32A ANP32E ANXA4 AP1G1 AP2A1 AP3M2 AP4M1 AP5Z1 AQR ARG2 ARHGAP19 ARHGAP19-SLIT1 ARID1A ARID4A ARIH1 ARL16 ARMC1 ARMH1 ARMH4 ARPC4 ARPC4-TTLL3 ARRDC3 ARRDC3-AS1 ARRDC4 ARVCF ASAH1 ASAH1-AS1 ASF1B ASH1L ASNS ATF6 ATF7 ATF7-NPFF ATG101 ATG16L2 ATG9A ATP5F1B ATP5MC1 ATP5MK ATP6V1E2 ATP8A1 ATP8A1-DT ATPSCKMT AVL9 BABAM1 BATF2 BAZ1B BBLN BBX BCAS3 BCCIP BCL2L1 BCL6 BET1L BLOC1S6 BMAL1 BNIP1 BNIP2 BOD1L1 BRAT1 BRD2 BRIP1 BTN2A2 BZW1 BZW2 C15orf48 C17orf75 C1QTNF6 C21orf58 C21orf91 C4orf47 C5orf22 C6orf226 C6orf62 CA11 CADPS2 CALM3 CALR CAMTA1 CAMTA1-DT CAND1 CARS2 CASC11 CBR4 CBR4-DT CBY1 CCDC124 CCDC192 CCDC61 CCDC77 CCHCR1 CCNB1 CCNB3 CCND3 CCT5 CCT7 CCZ1P1 CD101-AS1 CD164 CDC20 CDC23 CDC25C CDC40 CDC42EP4 CDCA2 CDCA3 CDCA7L CDIPT CDIPTOSP CDK1 CDK16 CDK2AP2 CDKL3 CDON CEACAM1 CENPA CENPE CENPF CENPK CENPM CENPN CENPP CEP131 CEP152 CEP164 CEP250 CEP41 CEP57 CEP63 CEP89 CFAP20 CFAP221 CFAP298 CFAP298-TCP10L CFAP418 CFAP43 CHCHD6 CHCT1 CHD1 CHD6 CHEK2 CHMP3 CIAO2A CIC CKAP5 CKS1B CLDN7 CLRN3 CMC2 CNEP1R1 CNOT1 CNOT10 CNPY3 COG5 COL6A2 COMMD6 COPE COPS5 COPS7B COPZ1 COQ5 COQ7 COQ7-DT COQ8A COX18 COX6B1 CPEB4 CPSF2 CREB1 CREB3L2 CREBRF CSNK1G3 CSNK2A1 CSPP1 CTTNBP2NL CUL2 CWC27 CXCL2 CYB5B CYB5D2 CYTH2 DANCR DAP3 DCAF11 DCAF15 DCAF17 DCAF6 DCAF7 DCAKD DCTN4 DCUN1D3 DDA1 DDIAS DDOST DDR1 DDX21 DDX3X DDX49 DDX6 DECR1 DEDD2 DGAT2 DGAT2-DT DGCR8 DGKA DHCR24 DHCR24-DT DHFR DHX38 DHX57 DIAPH1 DISP3 DMXL2 DNAAF3 DNAAF5 DNAJA3 DNAJB12 DNAJB5 DNAJB5-DT DNAJC27-AS1 DNAJC28 DNAJC7 DNM2 DNMBP DNMT1 DOHH DOK4 DOLPP1 DPAGT1 DPF2 DPF3 DPH2 DPH3 DPM1 DPP9 DRAM1 DRC3 DROSHA DSE DUS4L DUT DUT-AS1 DYRK1A ECE1 EDEM1 EED EEF1A1 EEF1D EFNA1 EHMT2 EIF2AK3 EIF2AK3-DT EIF3B EIF3F EIF4A1 EIF5 ELOB ELP4 EML2 EML6 ENO3 ENSG00000239137 ENSG00000256001 ENSG00000261335 ENSG00000263080 ENSG00000268650 EPB41L4A-AS1 EPS8 ERCC6L2 ERCC6L2-AS1 ERI2 ERI3 ETV2 EVI5L EWSR1 EXOC4 FAAP24 FAM110A FAM117A FAM120AOS FAM13A FAM156A FAM161A FAM168A FAM169A-AS1 FAM174B FAM219B FAM227A FAM43A FAM53C FAM76B FBRS FBXO33 FBXO5 FDFT1 FDPS FEZ2 FHIT FIS1 FIZ1 FKBP3 FKBP9 FLAD1 FLCN FOS FOSL2 FOXP1 FRAT1 FRAT2 FRMD5 FRMD6 FRYL FSTL4 FUS FUT8 GABARAPL1 GABPA GALK2 GALT GARS1-DT GATAD2A GATAD2B GBA1 GBF1 GCA GET3 GGCT GIPC1 GLCCI1 GLRX GLRX5 GMDS GNB2 GNG12-AS1 GOLM2 GOLPH3L GOLT1B GPATCH2 GPBP1L1 GPR108 GPR160 GPRC5A GPT2 GRIPAP1 GRPEL2 GRPEL2-AS1 GSK3B GSK3B-DT GSPT1 GSTO2 GTF3C5 H2AC12 H2AC13 H2AC15 H2AC4 H2AJ H2AX H2AZ2 H2AZ2-DT H2BC13 H2BC15 H2BC6-AS1 H3C12 H3C6 H4C8 HAT1 HAUS8 HBP1 HDAC1 HDAC2 HDAC2-AS2 HDAC5 HDAC6 HDGFL2 HELQ HERC3 HEXA HEXA-AS1 HGS HHAT HIBCH HIGD2A HINFP HJURP HMG20A HMGB1 HMGCS1 HMGN1P16 HMGN4 HNRNPC HNRNPH1 HNRNPK HNRNPL HNRNPU HNRNPUL1 HNRNPUL2 HNRNPUL2-BSCL2 HOXA3 HOXB6 HOXC6 HOXD3 HSCB HSF2 HSP90AA1 HSP90AB1 HSP90B1 HSPA1B HSPA8 HSPB6 HYAL2 HYAL3 HYCC1 HYKK HYOU1 IBTK IDH3A IFIH1 IFIT3 IFT27 IFT52 IGF2BP3 IGFL4 IL23A ILF3 IMMP1L IMMP1LP1 INAVA ING1 INKA2 INKA2-AS1 INPP5B IPO13 IQCD IRGQ ISCU ISL2 ISY1 ISY1-RAB43 JAG1 JMY JPT1 JUP KANK3 KAT6B KAT7 KATNB1 KBTBD2 KCNAB2 KCNIP2-AS1 KCTD9 KDM3A KDM4A KDM4B KHSRP KIAA0319L KIF16B KIF1B KLF3-AS1 KLF5 KLHDC10 KLHL20 KMT5C KPNA6 KPNB1 KPNB1-DT KRT8 LANCL2 LAPTM4A-DT LARP4 LENG1 LIMA1 LIN37 LIN52 LIN54 LINC-PINT LINC00461 LINC00649 LINC00881 LINC00963 LINC01342 LINC01852 LINC02026 LINC02038 LINC02313 LINC02320 LINC02651 LINC02733 LINC02918 LINC02924 LINC02926 LINC02960 LIPE LIPE-AS1 LMAN2 LMBR1 LNCTAM34A LRIF1 LRP4-AS1 LRPPRC LRRC31 LRRC41 LRRC61 LSG1 LSM3 LSM4 LSR LYRM1 MACO1 MADD MAEA MAF1 MAGI3 MAIP1 MALAT1 MALINC1 MALSU1 MAOA MAP3K13 MAT2A MAT2B MBNL1 MBTD1 MCEE MCM3 MCM4 MCM7 MEAF6 MED19 MED24 MEGF11 MEIS1 MEPCE METTL13 METTL17 METTL8 MFSD6 MGRN1 MIA2 MIA2-AS1 MICAL3 MICOS10 MICOS10-NBL1 MINDY2 MIR1289-1 MIR22HG MIR4479 MIR4999 MIR638 MLEC MNT MOCS3 MORN2 MORN4 MOSPD3 MPND MPV17L2 MPZL1 MROH8 MRPL15 MRPL18 MRPL36 MRPL46 MRPL48 MRPS11 MRPS24 MRPS27 MSANTD4 MSH3 MSL3 MSMO1 MTERF3 MTFR2 MTMR12 MTMR14 MTMR4 MTO1 MTOR MVD MVP MYC MYL11 MYL12-AS1 MYL12A MYL12B MYO9B NAA80 NAB1 NABP1 NACA NAIF1 NCDN NCOA2 NDUFAF8 NDUFB1 NDUFB2 NECTIN3 NECTIN3-AS1 NEDD4L NEMP1 NFATC2IP NFE2L1 NFE2L1-DT NFKBIB NFX1 NGDN NHLRC3 NHP2 NIPAL3 NIPSNAP2 NKAPD1 NLK NMD3 NME2 NMT1 NOCT NOL6 NOL8 NOP16 NOP2 NPDC1 NPHP4 NR2F1 NR2F2 NR2F2-AS1 NR4A2 NR6A1 NRL NRSN2 NRSN2-AS1 NUBP2 NUMB NXPE4 OGA OGDH OGFOD2 OGT ORC6 ORMDL2 OS9 OSBP OTUB2 OXA1L OXNAD1 OXR1 OXR1-AS1 OXSR1 P4HB PABPN1 PAFAH1B3 PAIP2B PAN2 PARK7 PARP2 PAXIP1-AS2 PBX1 PCAT7 PCBP1 PCBP1-AS1 PCGF3-AS1 PCLAF PCNT PCYOX1L PDCD11 PDE4D PDE6D PDE7B-AS1 PDK2 PDXDC1 PDXDC2P PDXDC2P-NPIPB14P PDXP PDXP-DT PEAK1 PER2 PFDN4 PFN2 PGGT1B PGP PGRMC2 PHF14 PHLDB2 PHPT1 PHRF1 PHTF2 PICK1 PIERCE2 PIF1 PIH1D2 PIK3R3 PIP4K2B PKIA PKNOX1 PLA2G2A PLEKHG2 PLEKHG5 PLPBP PLS1 PMEL PMF1 PMF1-BGLAP PNKD PNN POC5 POLG POLG-DT POLR1A POLR1B POLR1D POLR1G POLR2A POLR2I POLR3A POR PPFIA3 PPFIBP1 PPIA PPM1L PPM1L-DT PPP1R13L PPP1R1B PPP2R5A PPP5D1P PPT2 PPT2-EGFL8 PPWD1 PQBP1 PRADC1 PRCP PRDX2 PRELID2 PRKACA PRKCE PRKCE-AS1 PRKCI PRKDC PRMT1 PROSER1 PROSER3 PRR11 PRR14 PRR15 PRR15-DT PRRT1 PSIP1 PSMA3 PSMA3-AS1 PSMC3IP PTCD3 PTDSS1 PTGES3 PTOV1 PTPN23-DT PTRH1 PURA PURB PUS1 PUS1-AS1 PWWP2A PXN-AS1 PYGB PYGO2 RAB11A RAB11B RAB11B-AS1 RAB28 RAB2B RAB3A RAB5B RAB8A RAD51B RAG1 RALY RBBP5 RBBP6 RBCK1 RBKS RBM15 RBM15-AS1 RBM22 RBM27 RBM39 RBM42 RBM47 RBM7 RCCD1 RECQL RFWD3 RFX1 RGMB RGMB-AS1 RHBDD1 RHBDD3 RHCE RHOBTB3 RHOQ RIBC1 RIC8A RIOK2 RMDN3 RMI1 RMI2 RMND5A RMND5B RN7SKP119 RNASEK RNASEK-C17orf49 RND1 RNF13 RNF181 RNF186 RNF34 RNF5 RNFT1 RNFT1-DT RNU2-17P RNU5B-1 RNU6-1301P RNU6-841P RPL18 RPL18A RPL19 RPL22 RPL23A RPL23AP95 RPL30 RPL37 RPL7L1 RPLP0 RPLP1 RPN2 RPPH1 RPRD1B RPS12 RPS14 RPS19 RPS27 RPS6 RRAS RRBP1 RSL24D1 RTRAF RUFY1 RUVBL1 S100A14 SAP30L SAP30L-AS1 SARNP SARS2 SART3 SASH1 SATB2 SCAF1 SCAI SCUBE2 SEC24A SECISBP2L SEL1L SELENOW SEMA3C SEMA4B SERF2 SERINC4 SERINC5 SERPINB6 SETD9 SFXN5 SGK2 SH3RF2 SHARPIN SHC1 SHKBP1 SHROOM3 SIGMAR1 SIRT2 SIRT4 SKA2 SKOR1-AS1 SLBP SLC16A5 SLC17A5 SLC25A25 SLC25A28 SLC25A28-DT SLC25A42 SLC26A2 SLC35E2B SLC7A11 SLC7A6 SMARCAL1 SMARCAL1-AS1 SMC1A SMC3 SMIM7 SNAI3-AS1 SNHG10 SNHG29 SNORA13 SNORA26 SNORD35B SNORD42B SNORD49B SNORD59A SNX1 SNX3 SNX8 SOCS5 SP2 SP2-DT SPAG5 SPAG7 SPATA17 SPC24 SPC25 SPG7 SPHK2 SPRED2 SPRY4 SPRYD3 SPSB3 SQSTM1 SRC SREK1 SREK1IP1 SRI SRRM5 SRSF1 SS18 SSBP1 ST7L STAP2 STARD3NL STARD7 STK11IP STK35 STPG1 STRIP2 STT3A STX10 STX5-DT STXBP5-AS1 SUCO SUMF2 SYNCRIP SYPL1P2 SYS1 SYS1-DBNDD2 SYVN1 TADA3 TAF15 TAF8 TAFA2 TANGO2 TANK TANK-AS1 TARDBP TARS2 TBC1D1 TBC1D10B TBC1D17 TBC1D22A TBCB TCAIM TCF19 TCP1 TCP11L2 TCTN3 TDRKH TDRKH-AS1 TEDC1 TENM3 TENM3-AS1 TEPSIN THAP6 THAP8 TICRR TIGD5 TIMM17B TIMM44 TIMM8B TJP3 TK1 TLL2 TM9SF4 TMA7 TMBIM6 TMC4 TMCO1 TMEM150B TMEM160 TMEM161A TMEM202-AS1 TMEM218 TMEM219 TMEM260 TMEM38A TMEM39A TMEM45A TMEM53 TMEM60 TMEM62 TMEM69 TMEM94 TMPO TMPOP2 TMX2 TNFSF9 TNIP1 TNRC6B TNRC6B-DT TOM1L2 TOP2A TOP2B TOX4 TPBG TPCN1 TPD52 TPX2 TRA2B TRAF2 TRAF6 TRAF7 TRAFD1 TRAPPC13 TRIM23 TRIM33 TRIM68 TRIM7-AS2 TRIM9 TRIP10 TRMT44 TRNAU1AP TSC22D1 TSEN15 TSPYL1 TSTD1 TTBK2 TTC13 TTC16 TTC41P TTC7A TTC9C TTF2 TTLL5 TTLL7 TUBB TUBB4B TULP3 TXNIP TXNL4B TYMS TYMSOS TYW5 UBA1 UBA52 UBALD2 UBE2B UBE2C UBE2D3 UBE2S UBP1 UBXN8 UCHL3 UEVLD UFSP2 UIMC1 ULK3 ULK4 UNG UQCR10 UQCRC2 UQCRH UROS USF3 USP15 USP3 USP5 UTP18 UVRAG UVRAG-DT VARS1 VASP VCP VDAC1 VDR VPS28 VPS35 VPS37C VPS41 VPS72 VRK3 WASF1 WASF2 WBP1 WDCP WDR45 WDR5B WDR62 WEE2-AS1 WHAMM WRAP53 WTAP XPO1 XRCC3 YIF1A YJU2 YY1AP1 ZBTB20 ZBTB26 ZBTB3 ZBTB4 ZBTB5 ZC2HC1C ZC3HC1 ZCCHC10 ZCCHC7 ZCWPW1 ZDHHC2 ZDHHC5 ZDHHC7 ZFAND3 ZFAND3-DT ZFAND6 ZFYVE21 ZKSCAN5 ZMYND8 ZNF106 ZNF12 ZNF207 ZNF219 ZNF267 ZNF273 ZNF354B ZNF410 ZNF414 ZNF431 ZNF436 ZNF436-AS1 ZNF473 ZNF524 ZNF526 ZNF555 ZNF564 ZNF574 ZNF576 ZNF629 ZNF678 ZNF680 ZNF687 ZNF687-AS1 ZNF689 ZNF691 ZNF691-DT ZNF695 ZNF721 ZNF767P ZNF77 ZNF774 ZNF785 ZNF789 ZNF815P ZNF823 ZNF92 ZSCAN20 ZSWIM3 ZSWIM4 ZWINT ZZEF1 AHRR_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AHRR_TARGET_GENES ABHD11 ABI1 ACAN ACBD5 ACOX1 ACP2 ACSF3 ACTMAP ACTR2 ACTR3BP2 ADAMTS9 ADAP1 ADARB1 ADCK5 ADGRB3 ADGRE2 ADGRF4 ADH5 ADIPOQ ADK AGAP1 AGFG2 AGXT AHCTF1 AHRR AIFM1 AJUBA AJUBA-DT AK2 AKAP10 AKNAD1 AKR1D1 AKR1E2 AKT1 ALCAM ALG8 ALKBH1 ALKBH5 ALKBH8 AMZ2 ANAPC13 ANAPC2 ANG ANKFY1 ANKRD12 ANKRD33BP1 ANKRD9 AP3M2 AP3S1 AP3S2 AP4E1 AP5B1 APBA2 APBB3 APEH APMAP APPBP2 APPBP2-DT APRT ARAF ARFRP1 ARHGAP5 ARHGEF1 ARHGEF9 ARID2 ARL16 ARL3 ARL4A ARRB1 ARRB2 ARRDC2 ARRDC3 ASAH1 ASAH1-AS1 ASAP2 ASCC2 ATF3 ATF7IP ATG12 ATP1B3 ATP2A2 ATP6V0E2 ATXN1 ATXN2L ATXN7 ATXN7L1 ATXN7L3 ATXN7L3-AS1 AXDND1 AXIN2 AZIN1 B3GALNT1 B3GAT3 B4GAT1 B4GAT1-DT BAMBI BATF BCAS1 BCAS4 BCL2L12 BCL7A BCORL1 BFSP1 BFSP2 BHLHE40 BICRAL BLM BMF BMI1 BMP4 BMP7 BMPR1A BMS1P2 BOLA1 BRIP1 BRIX1 BRK1 BRWD1 BRWD1-AS2 BTD BTNL12P BUD31 C14orf28 C16orf95-DT C17orf67 C17orf75 C19orf53 C1QBP C1orf216 C21orf58 C2orf42 C2orf49 C2orf49-DT C3orf14 C5orf24 C7orf25 C8G CA13 CA5BP1 CA8 CABP1 CACYBP CADPS CAMSAP2 CAND1 CAPZA2 CAT CAV2 CBLN3 CCDC107 CCDC112 CCDC146 CCDC174 CCDC59 CCDC88C CCDC88C-DT CCDC97 CCNL1 CCT4 CD22 CD302 CD63 CDC14B CDC20 CDC20-DT CDC42EP3 CDCA2 CDCA7L CDHR18P CDK20 CDK2AP2 CDKN1A CDKN1B CDON CDS1 CDYL CDYL-AS1 CEACAMP10 CELSR3 CENPP CEP112 CEP63 CEP83 CEP83-DT CFAP251 CFAP418 CFL1 CGRRF1 CHCHD7 CHCT1 CHD1L CHN2 CHRM1 CHSY1 CIART CIB2 CIPC CISD2 CIT CIZ1 CLDN12 CLK3 CLNS1A CMTM3 CNBD2 CNN2 CNNM2 CNOT2 CNOT9 COA6 COA6-AS1 COMMD1 COP1 COP1-DT COPS4 COQ4 COQ7 COQ7-DT COX16 COX17 CPEB4 CPLANE2 CPSF4 CPT1A CREBBP CREBRF CRNDE CROCCP2 CRTC2 CRTC3-AS1 CSDE1 CSNK2B CTDP1 CTNNA1 CTNNA1-AS1 CTNND2 CTSA CTTN CUL1 CUL9 CUTA CYB561D2 CYCS CYP1A1 CYP1B1 CYP26A1 CYREN DCAF11 DCAF4 DCLRE1B DCLRE1C DCUN1D4 DDHD1 DDHD1-DT DDIAS DDX39B DDX39B-AS1 DDX3X DDX43 DECR2 DEK DENND2C DEPDC1B DEPDC4 DEPTOR-AS1 DGKE DGLUCY DHFRP2 DHRS13 DHX15 DHX40 DHX9 DIMT1 DKC1 DM1-AS DNAJB2 DNAJB4 DNAJB5 DNAJB5-DT DNAJC2 DNASE1 DNM1 DPP9 DPY19L3 DPY19L3-DT DSTN DSTYK DTNA DTWD1 DTWD2 DTX4 DYNC1I2 DYNC2I2 DYNLL1 DYNLRB1 E2F7 EBAG9 EED EEF1A1 EEF1D EFNA3 EGLN3 EHBP1L1 EID2B EIF1 EIF2B1 EIF2B5 EIF3B EIF4A1 EIF4G2 ELF2 ELMOD3 ELOC EMD EML6 EMSLR ENPP3 ENSG00000232995 ENSG00000235978 ENSG00000246090 ENSG00000246308 ENSG00000257545 ENSG00000267052 ENSG00000267131 ENSG00000267248 ENSG00000275765 ENSG00000277301 ENY2 EPHA3 EPHB1 EPM2AIP1 EPS8 ERBB2 ERBIN ERBIN-DT ERCC6 ERCC6L2 ERCC6L2-AS1 ERLIN2 ERP29 ESCO1 ESPN ESRP1 ESYT1 EVA1B EXD2 EXOSC6 EXT1 EXTL3 FAAH FAH FAM124A FAM174B FAM185A FAM185BP FAM216A FAM227B FAM229B FAM83B FAM83H FANCI FAS FASTKD2 FAXDC2 FBL FBXL12 FBXO27 FBXO31 FBXW5 FCHSD2 FGF11 FGF9 FGFR1OP2 FHIP1A FHIP1A-DT FIS1 FKBP9 FOSL2 FOSL2-AS1 FOXA3 FOXJ3 FOXN2 FRAT1 FREM2 FRG1BP FRG1DP FRG1HP FTSJ1 FUBP1 FYN G3BP1 GABPB1 GABPB1-AS1 GAD1 GALNT10 GALNT16-AS1 GANAB GAS2L3 GATA6 GATA6-AS1 GCA GCAWKR GET4 GGH GHR GIPC2 GLB1L2 GLCCI1 GLRX5 GLS GLUL GMCL1 GNAQ GNG12 GOLGA1 GOLGA4 GPALPP1 GPANK1 GPC4 GPN3 GPR137 GPR19 GPRC5C GPSM2 GRB2 GREB1 GRHL2 GRIA2 GRK6 GRPEL1 GTF2A1 GTF2A1-AS1 GTF2E1 GTF2H3 GTF3C6 GULP1 GVQW3 GZF1 H2AX H2BC15 H3-3B H3C11 H3C12 H3C7 H4C1 HACL1 HARS1 HARS2 HBP1 HCCS HCCS-DT HCG14 HDAC5 HEATR6 HEATR6-DT HECTD1 HEG1 HELQ HES1 HEXA HEXA-AS1 HGS HIGD1AP5 HIKESHI HIPK1 HIPK1-AS1 HLA-A HM13 HMG20A HMGB1 HMGCL HMGN3P1 HMGN4 HMGXB3 HNRNPDL HNRNPH1 HNRNPUL1 HOXA6 HOXC8 HPS3 HS3ST3B1 HSDL2-AS1 HSP90B1 HSPA6 HSPBP1 HSPD1 HSPE1 HSPE1-MOB4 HUNK IARS1 IBA57 IBA57-DT ICAM4-AS1 ICAM5 ID1 ID3 IDH3A IDI1 IDS IER2 IFFO2 IFRD1 IFT25 IGF1R IL5 IL6R-AS1 IL6ST ILF2 ILK ING3 ING5 INHA INPP4B INPP5B-AS1 INTS13 INTS2 IPO11 IPPK IQANK1 IRF3 IRX5 ISL2 ITFG2-AS1 ITPR1 JARID2 JARID2-DT JMJD6 JPX JUN KANSL3 KAT14 KAT2B KATNBL1 KCNIP2 KCNK2 KCNN4 KCTD21-AS1 KCTD9 KDM3A KDM5B KHNYN KIAA0895LP1 KIAA1958 KIF23 KIF23-AS1 KIF3A KIFC2 KLC3 KLF10 KLF4 KLF6 KNL1 KNSTRN KPNB1 KSR2 KXD1 LACTB LAPTM4B LARGE1 LARP1 LARP4B LDAH LDB1 LGR4 LHFPL6 LHX4 LHX6 LIMA1 LINC-PINT LINC00240 LINC00265 LINC00461 LINC00475 LINC00511 LINC00869 LINC00886 LINC00963 LINC01132 LINC01135 LINC01237 LINC01275 LINC01484 LINC01547 LINC01569 LINC01623 LINC01719 LINC01918 LINC01962 LINC02112 LINC02268 LINC02453 LINC02518 LINC02569 LINC02585 LINC02598 LINC02762 LINC02846 LINC02934 LINC03044 LINC03052 LINC03079 LINC03086 LMAN1L LMO7 LOC100505915 LOC124901296 LPIN3 LPP LRCH3 LRFN2 LRIG2 LRIG2-DT LRP12 LRRC27 LRRC37A6P LRRC58 LSM14B LTA4H LYRM2 LYSMD3 MACROD2 MADD MAGED1 MAGOHB MAML3 MAP1LC3B MAP1LC3BP1 MAP2K7 MAP3K9 MAP3K9-DT MAPK6 MAPK6-DT MAPKAPK5 MAPKAPK5-AS1 MARCHF6 MARCHF6-DT MAX MB21D2 MBLAC1 MBLAC2 MBNL1 MBNL1-AS1 MBTPS1 MCL1 MCM4 MDH1 MDH1B MEAK7 MED16 MED23 MEIS2 METTL23 METTL25 METTL2A MFSD1 MFSD4B MFSD4B-DT MIB2 MIDEAS MILIP MINCR MIR153-1 MIR193BHG MIR211 MIR3155A MIR3178 MIR378D2HG MIR4251 MIR4448 MIR4521 MIR4664 MIR4734 MIR5087 MIR5093 MIS18BP1 MLF1 MLF1-DT MLH1 MOCS2 MOCS2-DT MORF4L2 MPIG6B MPLKIP MRFAP1 MRPL44 MRPL45P2 MRPL53 MRPS15 MRPS18A MRPS18C MRPS2 MRPS23 MRRF MSL2 MST1P2 MT-CYB MT-ND1 MT-ND2 MT-ND6 MT-RNR2 MT-TA MT-TC MT-TD MT-TE MT-TI MT-TL1 MT-TM MT-TN MT-TT MT-TV MT-TY MTF1 MYBL1 MYH9 MYNN MYOF MYRFL MZT2A NAA60 NAAA NADK NADK2 NADSYN1 NAMPT NAMPT-AS1 NANS NCAPG2 NCEH1 NCK2 NCOA3 NDST1-AS1 NDUFA12 NDUFC2 NDUFC2-KCTD14 NDUFV2-AS1 NEAT1 NECTIN4 NEDD1 NEK8 NES NEURL2 NFE2L1 NFE2L1-DT NFE2L2 NFYA NIPA1 NIPSNAP3A NISCH NME1 NME1-NME2 NME2 NOB1 NOD1 NOL8 NOM1 NONO NOTCH2P1 NPRL2 NQO1 NQO1-DT NR1H3 NR4A2 NRAV NRF1 NRK NRP1 NSD1 NSG2 NSMAF NSMCE4A NSUN4 NUDCD1 NUDT16-DT NUDT17 NUF2 NUFIP1 NUMA1 NUP58 OARD1 ORC2 OS9 OSBPL10 OSBPL6 OTUB1 OVOL1 OXA1L OXA1L-DT OXCT1 P2RY6 P4HB PA2G4 PABPC1 PABPN1 PAFAH1B1 PAFAH2 PANK1 PARD3B PARD6B PARL PARP1 PAXBP1 PCBP2 PCBP3 PCF11 PCNT PDAP1 PDE11A PDE4DIPP6 PDP1 PDS5A PEAK1 PET117 PEX1 PEX13 PEX26 PFAS PFN2 PGAM1 PGRMC2 PHACTR2 PHF12 PHF3 PHOSPHO1 PIAS3 PIERCE1 PIK3R1 PIK3R3 PIPOX PIR PKP4-AS1 PLA2G4B PLAG1 PLCB1 PLCG1 PLD1 PLEC PLEKHG2 PLEKHO1 PNPLA8 PNPO PNRC1 PNRC1-DT POLD4 POLG POLG-DT POLG2 POLR1A POLR1E POLR2L POLR3B POLR3E POLR3G POLR3K POP1 POR PPIA PPIH PPIL6 PPM1D PPOX PPP1R11 PPP1R12B PPP1R13B PPP1R13B-DT PPP1R14B PPP1R14B-AS1 PPP1R15B PPP1R21 PPP1R21-DT PPP3R1 PPP4C PPP4R2 PPP4R3A PPP4R3B PPP4R3B-DT PRANCR PRCP PRDM10 PRELP PRKAB2 PRKCD PRKRIP1 PRMT5 PRMT5-DT PRMT6 PRMT9 PROSER2 PRRT1B PRTFDC1 PSMB4 PSMB6 PSMC2 PSMD6 PSMD9 PSMG3 PSMG3-AS1 PSPC1 PTCD1 PTCD3 PTGES2 PTGES2-AS1 PTGES3 PTK2B PTMA PTP4A1 PTPRG-AS1 PTRH2 PUS10 PWP1 PWWP2A PYCR3 QSOX1 R3HDM2 R3HDM2-DT RAB11A RAB6C-AS1 RAB8A RABGAP1L RABGGTA RABL3 RAD1 RAD50 RAD51C RAD9A RALGAPA2 RANBP2 RAP2C-AS1 RARG RASA3 RASSF1 RASSF1-AS1 RBBP8 RBBP8NL RBIS RBM17 RBM18 RBM28 RBM48 RBPJ RCC2 RCOR1 RECQL5 REL-DT RELA RERG RETSAT REV3L REXO4 RGMB-AS1 RGS20 RGS5 RGS6 RHOA RHOXF1P1 RIC8A RIDA RIN1 RIPK4 RIPOR2 RMRP RN7SL446P RNA5S17 RNASE4 RNF121 RNF139 RNF139-DT RNF150 RNF224 RNF43 RNF7 RNFT1 RNFT2 RNH1 RNU11 RNU6-1 RNU6-2 RNU6-369P RNU6-450P RNU6-8 RNU6-9 RNU7-27P RNVU1-14 RNVU1-15 RNVU1-2 RNVU1-21 RNVU1-2A RNVU1-3 RNVU1-30 RNVU1-6 ROCK1P1 RPAP3 RPAP3-DT RPL18 RPL22 RPL22L1 RPL26L1 RPL26L1-AS1 RPL30P11 RPRD1B RPRM RPS10 RPS10-NUDT3 RPS10P7 RPS12 RPS18 RPS29P16 RPS6KA2 RPS6KA5 RPS6KB1 RPSA RPSAP31 RRAGAP1-AS1 RRM2B RRN3 RRP12 RRP8 RSAD1 RSBN1 RSU1 RTBDN RTEL1 RTF2 RUFY1 RUNX1T1 RYBP S100PBP SAAL1 SAC3D1 SALL4 SAMD12 SAMD4A SAR1B SAYSD1 SBNO1 SC5D SCAANT1 SCAND1 SCAP SCARNA2 SCARNA20 SCGB2B3P SCIN SCNN1A SCYL2 SDCBP SEC11A SEC16A SEC22B SEC63 SECISBP2L SECTM1 SELENBP1 SELENOKP3 SEMA4C SEPHS1 SEPTIN1 SERTAD2 SETD9 SETMAR SF3B2 SFT2D3 SFXN2 SGF29 SGO2 SIKE1 SIL1 SIPA1L1 SLC16A7 SLC1A5 SLC25A19 SLC25A30 SLC25A45 SLC25A5 SLC25A5-AS1 SLC27A2 SLC27A5 SLC29A2 SLC2A11 SLC2A4RG SLC30A1 SLC30A6 SLC35A4 SLC38A1 SLC3A2 SLC44A1 SLC6A6 SLC7A1 SLC7A5P2 SLC9A6 SLC9A8 SLFN5 SLIRP SLX9 SMAD2 SMAP1 SMAP2 SMARCC2 SMARCD2 SMC2 SMG1P3 SMIM6 SMPD2 SMPD4BP SMPDL3A SNAI3-AS1 SNHG10 SNHG17 SNHG7 SNORA17B SNORA84 SNORD101 SNORD126 SNORD12C SNRNP25 SNRNP48 SNRPA SNUPN SNX11 SNX12 SNX14 SNX16 SNX8 SOCS3 SORBS3 SOS1 SOX6 SP1 SP2-AS1 SP3 SPAG17 SPATA2 SPATS2L SPEN-AS1 SPG21 SPHK2 SPICE1 SPIN1 SPIRE2 SPRED1 SPRING1 SPRY4-AS1 SRBD1 SRCAP SRPK1 SRSF1 SS18 SSBP2 SSR4P1 STAG2 STAG2-AS1 STAG3L5P STAM2 STARD7 STAT1 STAT4-AS1 STAT6 STAU2-AS1 STC2 STIP1 STK32C STMN3 STON1-GTF2A1L STRN STX10 SUGCT SUN1 SUPT16H SUPT5H SUSD6 SV2C SWT1 SYBU SYBU-AS1 SYMPK SYNPR SYNPR-AS1 SZRD1 TAF13 TAF2 TAS2R1 TBC1D13 TBC1D15 TBC1D19 TBC1D22A TBC1D22A-DT TBC1D25 TBC1D3P1 TBC1D3P1-DHX40P1 TBC1D9B TBCA TBX1 TBX2-AS1 TBX3 TCF25 TCP11L2 TCTA TDRKH TDRKH-AS1 TEDC1 TENT5A TFF1 TGFA TGFB3 TGIF1 THAP12 THAP5 THAP7 THAP7-AS1 THEM4 THOC2 THOC7 TIA1 TIGD2 TIGD6 TIMM8A TIPIN TLCD1 TLK2 TM2D3 TMBIM1 TMED10 TMEM106B TMEM123 TMEM131 TMEM144 TMEM14B TMEM14B-DT TMEM167B TMEM177 TMEM18 TMEM185A TMEM248 TMEM259 TMEM266 TMEM30A TMEM30A-DT TMEM39A TMEM69 TMEM70 TMEM9B TMEM9B-AS1 TMSB15B TMTC2 TOP3B TPH2 TPM4 TPRA1 TPRG1-AS1 TPRN TRAF3IP2-AS1 TRGC1 TRIB1 TRIM33 TRIM35 TRIM37 TRIM41 TRIM7-AS2 TRIM9 TRIP12 TRMT10C TRMT1L TRUB2 TSHR TSPAN14-AS1 TSPAN15 TSPAN4 TSPEAR TSPYL2 TSSK3 TTC39A-AS1 TTC39C-AS1 TTC41P TTC5 TTC9C TTI1 TTLL12 TTLL4 TTLL9 TUBA1B TUBA1B-AS1 TUBA4A TUBB4B TUBE1 TUFT1 TXNL1 UBA6 UBA6-DT UBE2D3 UBE2F UBE2F-SCLY UBE2N UBE2S UBE2V2 UBR5 UBR5-DT UBTF UFSP1 UGT1A6 ULBP3 UQCC6 UQCRB USP1 USP12 USP12-DT USP32 USP37 USP38 USP38-DT USPL1 VANGL1 VAPA VAPB VDR VEGFA VIRMA VIRMA-DT VLDLR VLDLR-AS1 VMP1 VPS13C-DT VPS26C VPS33A VPS37B VPS45 VPS51 VPS52 VPS53 VTCN1 VTI1A VTRNA1-2 VTRNA1-3 WBP1L WDPCP WDR26 WDR33 WDR36 WDR37 WDR45B WDR54 WDR59 WDR73 XNDC1N XXYLT1 YARS1 YWHAG YWHAZ ZBTB12 ZBTB14 ZC3H10 ZCCHC7 ZDHHC6 ZER1 ZFAS1 ZFTRAF1 ZGPAT ZHX1 ZHX1-C8orf76 ZIC2 ZKSCAN8 ZMIZ1 ZMYND8 ZNF101 ZNF140 ZNF141 ZNF148 ZNF16 ZNF174 ZNF181 ZNF217 ZNF223 ZNF23 ZNF234 ZNF260 ZNF275 ZNF280D ZNF295-AS1 ZNF311 ZNF331 ZNF35 ZNF398 ZNF419 ZNF48 ZNF510 ZNF519 ZNF536 ZNF544 ZNF581 ZNF646 ZNF652 ZNF652-AS1 ZNF668 ZNF669 ZNF687 ZNF687-AS1 ZNF750 ZNF770 ZNF774 ZNF780A ZNF860 ZNFX1 ZNRF1 ZSCAN2 ZSCAN25 ZSCAN32 ZSCAN9 ALKBH3_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ALKBH3_TARGET_GENES AAR2 ABHD10 ACOT13 ADAP2 ADPRHL1 AGK AGK-DT AGO3 AHSA1 ALG10 ALG3 ANKRD40 AP3S2 AQR ARHGAP1 ATP5PF ATP6V1G2 ATP6V1G2-DDX39B AURKAIP1 BANF1 BBS1 BMS1 BMS1P4 BMS1P4-AGAP5 BORCS8 BORCS8-MEF2B BRF2 C10orf88 C17orf75 C18orf21 C2CD2L C3orf38 C6orf89 C8orf33 C8orf76 CALM1 CCAR2 CCNC CCND1 CCNT2 CCNT2-AS1 CCT2 CDC123 CDC16 CDK5RAP1 CDKL3 CGGBP1 CHCHD2 CNBD2 COA6 COA6-AS1 COPA COPS2 COPS4 COPS7B COX16 CPED1 CRYZL1 CSRNP3 CSTF2T CSTPP1 CTR9 CWC27 DCAF10 DCAF4 DCDC1 DCP1A DDX1 DHX33 DHX33-DT DKK1 DMAP1 DNAJC2 DNAJC24 DNAJC25 DNAJC25-GNG10 DPAGT1 DPM3 DPY19L4 DRG2 DSTYK DTWD1 EBAG9 ECE2 ECHDC1 EDC4 EEFSEC EFCAB7 EIF1AD EIF3F EIF4E2 EIF5B EME2 EMG1 EML2 ENPP3 ENSG00000232995 ENSG00000248515 ENSG00000275765 ETV4 EXD2 EXOSC3 FAM151B-DT FAM168A FAM227B FAM228B FBXL7 FBXW8 FEM1B FRA10AC1 FUS G3BP1 GABPA GALK2 GALNT16-AS1 GCC2 GFM2 GIN1 GLI3 GLUD1P3 GOLGA3 GOSR2 GOSR2-DT GPBP1L1 GRB2 GSTCD GTF2H4 GTF3C5 GUCD1 H2AC20 H2BC21 HELQ HIF1A HMGB1 HNRNPH3 HSPBP1 IFTAP IGHMBP2 INO80B INO80B-WBP1 INTS12 INTS5 INTS6 INTS6-AS1 IPO4 IPPK ITGB3BP ITSN1 JAK1 JMJD4 JPX JRK KCTD10 KDM4A KLHL20 KNSTRN KRTAP1-4 KXD1 LAS1L LINC01515 LINC01547 LINC02877 LRIG2 LRIG2-DT LRRC27 LRRC37A5P LRRC49 LTN1 LZIC MAP2K7 MBL1P MCEE MCM3AP MED18 MED23 METTL15 MIR320A MIR3913-1 MIR5188 MITD1 MLEC MMAA MNAT1 MPHOSPH10 MPPE1 MRM1 MROH8 MRPL13 MRPL16 MRPL21 MRPL3 MRPL30 MRPL39 MRPL44 MRPL58 MRPS18C MRPS31 MRPS31P4 MRPS31P5 MRPS34 MTBP MTHFD2L MTIF2 MTMR4 MTMR9 MTRF1 MVB12A NAA20 NCBP2 NCBP2AS2 NCSTN NDUFA12 NDUFAF4P1 NDUFC2 NDUFC2-KCTD14 NDUFS7 NEK4 NFKBIL1 NKAP NKAPD1 NKAPP1 NME1 NME1-NME2 NMNAT1 NOP16 NQO2 NQO2-AS1 NR1H2 NRP1 NSA2 NSL1 NUDT5 NUF2 OR4C14P OSGEPL1 P4HA1 PCLAF PCYT1A PDCD10 PDCD2 PDCD6 PDCD6-DT PDCD6IP PDE6D PER1 PFKM PHB2 PHKA2 PIH1D2 PLEKHA3 PLEKHM3 PNPO POLR2G POLR3D PPIP5K2 PPM1D PRDX1 PRKAB1 PRKCI PRKG1-AS1 PSCA PSMA6 PSMC2 PSMD6 PSTK PTPN21 RAB18 RANBP2 RAP2C RAP2C-AS1 RBBP5 RBM25 RBM28 REXO4 RFXANK RGS5 RNF121 RNF6 RNU7-27P RPL10 RPL23AP53 RPL29 RPS18 RPS24 RPS27 RPS29P16 RPS7 RRP15 RTEL1 RTEL1-TNFRSF6B RTTN RUVBL1 SAR1B SBDSP1 SCAND1 SEC11A SEC13 SEC22B SELENOH SENP1 SEPTIN8 SERPINI1 SF3A3 SF3B6 SLC27A5 SLC33A1 SLC35A3 SLC39A3 SLC3A2 SLC44A1 SLC4A1AP SLX9 SMG7 SMG7-AS1 SMG8 SNAP47 SNHG1 SNHG6 SNORD25 SNORD26 SNORD27 SNRPB SNRPD3 SP2-AS1 SREK1IP1 SRP19 SRSF5 SSBP1 STARD3 STMN3 STOML2 STX16 STX16-NPEPL1 STX18 STX18-AS1 SUPT7L TACC3 TACO1 TARS2 TATDN3 TBC1D19 TDG TDP2 TEDC1 TEFM THAP10 THEM4 TIAL1 TIGD1 TIMM29 TM2D1 TMA16 TMBIM6 TMEM101 TMEM128 TMEM129 TMEM209 TMEM242 TMEM242-DT TMEM41A TMEM69 TNPO3 TOMM6 TOP3B TOR1AIP1 TPI1P2 TRIP4 TTC14 TTC14-DT TTC4 TUBGCP3 TUT1 TVP23B TXN2 TXNDC9 UBC UBE3B UFSP1 UGP2 UQCC1 UQCC6 USP30 USP39 USPL1 UTP3 VARS2 VIPAS39 VPS13B VPS13B-DT VPS25 VPS26C VPS45 VPS51 VPS52 VWA8 VWA8-AS1 WDR11 WDR11-DT WDR31 WDR36 WDR83 WDR83OS WEE2-AS1 XNDC1N YAP1 YBEY YIPF2 YJU2 ZBTB11 ZBTB11-AS1 ZBTB45 ZC3HC1 ZCCHC7 ZKSCAN4 ZMPSTE24 ZMPSTE24-DT ZNF165 ZNF195 ZNF205 ZNF213-AS1 ZNF302 ZNF35 ZNF391 ZNF408 ZNF410 ZNF414 ZNF443 ZNF461 ZNF490 ZNF561 ZNF561-AS1 ZNF562 ZNF569 ZNF570 ZNF579 ZNF580 ZNF581 ZNF596 ZNF646 ZNF668 ZNF677 ZNF791 ZSCAN9 ALX4_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ALX4_TARGET_GENES APC ARHGEF38 CENPF CLOCK DNAJC21 DTWD1 DUT FAM151B-DT GCNT3 HIKESHI HMGN2P46 KLF5 LMO7 LSM5 MALAT1 MCCC2 MEF2C MLLT3 NEDD4 NR5A2 NXPE1 PDE4D PPP1R12B PPWD1 RBM33-DT REXO2 RNA5SP195 SLC41A2 SNORA73B SNORD45B TPM1-AS VPS50 ZFAND6 ARHGAP35_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ARHGAP35_TARGET_GENES AKAP11 ANKFY1 ARF3 ASXL1 ATG4B BAZ2B BTBD10 CBX3 CDK12 CHAF1A CIAPIN1 COASY COQ9 COX11 CUL3 DAGLA DAZAP1 DBR1 DCAF16 DCHS1 DENR DERL2 EGLN3 EIF5 ENSG00000267260 ERCC6L2 ERCC6L2-AS1 ERGIC2 FAM135A FAM200B FBXL5 FCMR FHL1P1 GFI1B GPATCH3 GPR137 GRK4 HNRNPA2B1 HSD17B6 IREB2 LINC01719 LINC02281 LINC02327 LOC124904631 LRSAM1 LTBP3 LUC7L2 MAP2K2 MARCHF7 MBTPS1 MBTPS1-DT MDH2 MICOS10 MICOS10-DT MICOS10-NBL1 MRPL57 MTMR8 NCAPG NCOA4 NOP14 NOP53-AS1 PKIB PLEC PLEKHG4 POU2F3 PPP4R3B PPP4R3B-DT PRDX1 PSMD5 PTPN4 PURA QRICH1 RAD51D RBM39 RBPJ RNF167 RNU11 RNU4-1 RNU5E-6P RNU5F-1 RNVU1-15 RNVU1-19 RNVU1-25 RNVU1-26 RNVU1-28 RNVU1-3 RNVU1-4 RNVU1-6 RPL12 RPL17 RPL17-C18orf32 RPS19 RPS6 RPS7 SCAMP5 SEC62 SEC63 SKA3 SLC12A2 SLC12A2-DT SLC25A11 SLC25A4 SNORD118 SNORD13 SNORD58B SPPL3 SQSTM1 STRIP1 STXBP4 STYXL1 TAOK1 TIPIN TMEM18 TMEM209 TSPYL6 TTI2 TUBGCP5 UBE2I UHRF2 ZNF850 ARID3B_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ARID3B_TARGET_GENES ADAMTSL5 ADCK1 ADCY10P1 ADCY2 ANGEL1 ANKRD20A8P AOPEP ARID1A ATG16L2 ATP5MFP3 ATP6V1D ATXN2 BCAR3-AS1 BRCA1 BRD1 BRF1 BTG4 BZW1P1 C11orf68 C1orf162 C1orf185 C4BPB CA11 CAPN1 CATSPER2P2 CCDC181 CCDC39-AS1 CCNYL2 CD44 CDCA4P2 CDH8 CDK17 CEP192 CEP350 CEP72 CHRM3-AS2 CLDN4 CLEC18B COLEC12 COX7CP4 CX3CR1 CYB5RL DCAF8 DLGAP1-AS4 DMAP1 DNAJC19P1 DPP3 DPP3-DT DRAP1 EHD1 EIF3FP1 EIF3M ENAHP1 ENSG00000237461 ENTPD8 EXOSC10 FAM120A FAM13C FAM230G FBRS FDX1P1 FJX1 FRG1EP FRG1HP GAL GDF9 GGA3 GRM6 GSAP GSE1 GUSBP18 H1-10 H3Y1 HDLBP HIPK1 HNRNPA3P9 HSD17B3 IGHV3-41 IGHVII-22-1 IGHVII-30-1 IGHVIII-22-2 IL9RP4 IQCG IQGAP1 ITGA7 ITGAE ITPRIP JARID2 JARID2-DT KATNBL1P2 KCTD19 KNTC1 KRTAP9-8 LCNL1 LINC00470 LINC00922 LINC01833 LINC02248 LINC02593 LINC02607 LINC02630 LINC02736 LRRC34P1 LRRC74A MALAT1 MAP9-AS1 MCOLN1 MCUR1 MFSD12 MIR1343 MIR34C MPPED2 MRPS7 MS4A3 MTND2P29 MUC6 MYC MYH11 NACAP6 NBPF1 NCOA4 NCOA6 NSF NUBP1 NUDCD3 NUP54 OASL OR2W1-AS1 OTULIN P3H2 PAPLN PARN PASK PAX6 PFN1P1 PGS1 PHF3 PIM3 PIP5K1B PLCG2 PPIAP88 PPP2R3A PRF1 PRIM2 PRKCH PTGER4P2 PTPN1 PTPN2P1 PYGO2 QRFP RASGRP2 RBM4 RBM4B RFKP5 RIN1 RN7SKP1 RN7SKP118 RN7SKP226 RN7SKP239 RN7SL413P RNU4ATAC4P RNVU1-32 ROCK1P1 RPS24P9 RPS29P3 RPTOR SHANK2 SIGLEC30P SLC35F3-AS1 SLC4A8 SPEF2 SSR2 STMND1 STX12 TC2N TCEAL3 TENM2 TGFB2 TGFB2-AS1 TMEM38BP1 TNNT3 TNRC6A TRA2A TRAPPC9 TRAV4 TRGJ1 TRIB1AL TSIX TTLL7-IT1 UBE2D3P2 UNC5B-AS1 USP48 VN2R10P ZC3H7A ZKSCAN8P2 ZMYND19P1 ZNF410 ZNF84 ARID5B_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ARID5B_TARGET_GENES AAAS AAMDC ABCF2 ACAD9 ACAP1 ACTN1 ACTR1A ACTR1B ADAL ADAM10 ADAMTS17 ADAR ADAT3 ADPRHL1 AHCTF1 AHCYL2 AHI1 AKAP13 AKAP3 ALDH1A2 ALG14 ALKBH7 ALOX12-AS1 AMBRA1 ANKMY2 ANKRD24 ANKRD26 ANKRD28 AP2B1 AP2S1 AP5M1 APBB1 APH1A APOLD1 ARFGAP2 ARHGAP1 ARHGAP15 ARHGAP4 ARHGAP45 ARHGEF7 ARL2 ARL2-SNX15 ARNT ARPC4 ARPC4-TTLL3 ARRDC2 ARRDC4 ARSG ARV1 ASPSCR1 ASTE1 ASXL1 ATAD3A ATAD5 ATF5 ATG101 ATG13 ATP11A ATP2C1 ATP5F1D ATP5MC1 ATP5MJ ATP6V1D ATPAF2 ATXN2 ATXN2-AS ATXN2L B3GALNT2 B3GAT1 B4GALT1 BAG3 BBIP1 BBS1 BBS4 BCAR3-AS1 BCKDHA BCL9 BECN1 BOD1 BORCS7 BORCS7-ASMT BRD3OS BTBD7 BTD BUB3 BZW2 C10orf143 C11orf58 C11orf98 C12orf4 C16orf46 C16orf46-DT C19orf38 C19orf44 C19orf47 C21orf62-AS1 C2orf92 C6orf89 C9orf72 CABIN1 CACNA2D4 CACNB3 CALCOCO1 CALM1 CALM2 CALR3 CAMK1D CAPN15 CARF CASC11 CASC15 CBR4 CBR4-DT CCDC106 CCDC12 CCDC148 CCDC15 CCDC171 CCDC174 CCDC18-AS1 CCDC28B CCDC66 CCDC69 CCDC88C CCT8 CD1C CD226 CD2AP CD2AP-DT CDC16 CDC25B CDC42SE2 CDC6 CDCA2 CDCA3 CDK5RAP1 CDK6 CDKAL1 CDKN2D CDYL CELF2 CENPE CENPJ CEP104 CEP131 CEP19 CEP192 CEP192-DT CEP89 CERS5 CFDP1 CFTR CHASERR CHCHD3 CHERP CHMP4B CHMP7 CLIC4 CLSTN3 CLTC CLUH CNEP1R1 CNIH1 CNPPD1 CNPY3 COA1 COA4 COG2 COPS4 COPS5 COX5B COX7A2 COX7A2L CRBN CRK CRPPA-AS1 CSE1L CSE1L-DT CSKMT CSNK2B CSPP1 CSTF2T CSTPP1 CTDP1 CTNNB1 CTSG CTU1 CXCR3 DAGLA DBF4 DBF4B DCAKD DDB1 DDIT3 DDX23 DDX4 DENND1B DFFA DFFB DGKA DGLUCY DHDDS DHRS4-AS1 DHRS4L2 DHX38 DIABLO DIAPH3 DIPK1A DLC1 DLGAP1-AS1 DMWD DNAJB4 DNAJC9-AS1 DNM2 DOCK9-DT DPH1 DPP9 DR1 DRC3 DRG2 DTL DTX1 DZANK1 E2F7 ECD EEF1A1P24 EEF1AKMT3 EEF1D EFCAB14 EGR3 EIF2A EIF2B2 EIF2S1 EIF4A2 EIF4G3 ELMOD3 ELOC ENSG00000229261 ENSG00000232995 ENSG00000235978 ENSG00000247193 ENSG00000252188 ENSG00000277301 EPM2AIP1 EPN2-AS1 ERP44 ERV3-1 ERVK13-1 ERVK3-1 ESCO2 ETS1-AS1 EXOC5 EXOSC5 EXOSC9 FAAP24 FAHD1 FAM149B1 FAM162A FAM168B FAM21FP FAR1 FAR1-IT1 FAT1 FBXL18 FBXL19 FBXL9P FBXO15 FBXO31 FBXO45 FBXW11 FDPS FDX2 FIS1 FLAD1 FNTB FOS FOXN3 FRG1 FRG1-DT FTO FUBP1 FXYD2 FZR1 GALNT6 GARNL3 GATAD2A GATAD2B GATB GBA1 GCDH GDAP1 GET1 GFI1B GFM1 GID4 GINS1 GIPC2 GM2A GMCL1 GNA15-DT GNB2 GOLM2 GOLT1B GORAB-AS1 GOT2 GPANK1 GPBP1 GPHN GPR160 GPSM2 GRAP2 GSPT1 GTF3C5 GTPBP3 GTPBP8 GUSB GVQW3 H2AC6 H2BC4 H4C13 HACL1 HADH HAGH HARBI1 HBS1L HDAC7 HDGF HDLBP HEG1 HHIP HIBCH HIGD1AP5 HIGD2B HIKESHI HLTF HMGN2P34 HNRNPA1P49 HNRNPR HNRNPUL2 HNRNPUL2-BSCL2 HSDL2 HTT HUS1 IARS1 IARS2 ICAM2 IDH1 IER2 IFT20 IGF1R IGHV3-64 IGLL1 IL9R ILF3 ILF3-DT IMPDH2 INCENP INKA1 INO80 INO80C INTS1 INTS3 INTS4 INTS7 INVS IPO9 IPO9-AS1 IQGAP2 IRAIN IRF2 IRF2-DT IRF2BP2 IRX5 ISCU ISY1 ISY1-RAB43 ITGA4 ITGA5 ITGB2 ITK ITPKB-IT1 ITPRIP IVNS1ABP JADE1 JARID2 JARID2-AS1 JMJD8 JPH1 JPX JUN KANSL1 KANSL1-AS1 KBTBD4 KBTBD7 KCNN2 KCTD9 KDM3A KEAP1 KHDC4 KHSRP KIAA0232 KIAA0319L KIAA1143 KIAA2026 KIF15 KIFC2 KIZ KLF6 KLHL23 KMT2A KMT5B KRI1 LAMP1 LARS2 LAT LCMT1 LCMT1-AS1 LCMT2 LDC1P LDLRAD4 LEF1-AS1 LIN37 LINC00235 LINC00426 LINC00598 LINC00602 LINC00869 LINC00887 LINC01135 LINC01238 LINC01278 LINC01366 LINC01409 LINC01881 LINC02207 LINC02295 LINC02340 LINC02384 LINC02427 LINC02643 LINC02812 LIPT2 LIPT2-AS1 LMAN2 LMF2 LNPEP LOC124903436 LRRC24 LTA4H LTN1 LZTFL1 MAD1L1 MAD2L1BP MADCAM1 MAEA MALAT1 MAP1LC3B MAP2K2 MAPK6P3 MAPKAPK3 MAX MBD1 MBD6 MCM10 MCM3 MDC1 MDH1 MDM1 MECR MED13L MED27 MED6 MEF2D MEPCE METTL1 METTL21A MFAP1 MFAP3L MFSD1 MFSD2A MIR1205 MIR223HG MIR22HG MIR3613 MIR4437 MIR4736 MIR548AW MIR5695 MIR638 MIR6781 MIX23 MLH1 MOB3A MPND MPP1 MRGBP MRPL11 MRPL24 MRPL53 MRPS16 MRPS31 MRPS31P4 MRPS31P5 MSL1 MTERF4 MTFR1L MTFR2 MTIF2 MTIF3 MTPAP MTPN MX2 MYO1G MYOM2 MYORG MZT2B NAT14 NAXE NCAPH2 NCDN NDE1 NDST2 NDUFA9 NDUFS3 NEIL3 NEK11 NFATC1 NFIA NFKBIA NICN1 NIPA1 NIPA2 NKD1 NMT1 NOL6 NONO NOSIP NR1D1 NRAS NREP NSL1 NSUN6 NT5E NUCB2 NUF2 NUMB NUP214 NUP37 ODAD1 ODR4 OGFR OGG1 OR10T2 OR8B9P ORC2 ORMDL3 OTUD5 P2RY8 PA2G4 PAAF1 PAK1 PALD1 PANK2 PANK2-AS1 PARN PARP2 PARPBP PAXBP1 PCGF3-AS1 PCLAF PDCD6P1 PDE10A PDHA1 PDK2 PDS5A PEX26 PEX7 PFAS PGK1 PGM1 PHB1 PHC3 PHF1 PHF23 PI16 PIAS1 PICALM PIGX PIK3R1 PIKFYVE PKM PKP4 PLA2G6 PLD3 PLEKHG2 PLEKHH3 PLOD3 PMS2CL PMS2P3 PNISR PNN POLD1 POLD3 POLR3F POMT1 PPFIBP2 PPP1R12C PPP1R15B PPP1R16B PPP2R2A PPP3CC PRDM1 PRKCH PRKCI PRPSAP1 PRR5L PRR7 PRRC2A PRRG2 PRSS27 PSMD1 PSMD4 PSME3 PTDSS2 PTPN18 PTPN6 PTPRC PUDPP2 PUM2 PWP1 PXN-AS1 RAB40C RAB7A RAD51AP1 RAF1 RARA RB1CC1 RBL1 RBM39 RCE1 RCOR3 RECQL REPIN1 RETREG2 RETSAT REV3L REXO4 RFC2 RFC4 RFWD3 RFX2 RGL4 RGS5 RHOH RIMOC1 RLF RLIM RN7SKP192 RN7SKP249 RNASEH2B-AS1 RNASEK RNASEK-C17orf49 RNF121 RNF125 RNF215 RNF216P1 RNF227 RNF44 RNU5D-1 RNU5E-4P RNU5E-6P RNU6-1 RNU6-92P RNU6ATAC RNVU1-30 RO60 RPA1 RPGRIP1L RPL17P41 RPL18 RPL21 RPL26P29 RPL29 RPL32 RPL32P3 RPL36AP7 RPLP0 RPPH1 RPS15 RPS16 RPS26 RPS26P41 RPS6KB1 RPSAP74 RSBN1 RSF1 RSL24D1 RTEL1 RTEL1-TNFRSF6B RTTN RWDD4P1 S100PBP S100Z SAAL1 SART3 SCAF1 SCAF11 SCAMP4 SCRIB SCYL3 SEC31A SEMA7A SEPTIN2 SEPTIN9 SERF2 SERP1 SETP11 SFR1 SFT2D3 SGTA SH3GL3 SH3TC1 SHOC2 SIPA1L3 SIRT6 SKA1 SLA SLAMF6 SLC25A12 SLC25A15 SLC25A40 SLC25A53 SLC26A2 SLC27A5 SLC33A1 SLC35B3 SLC35G1 SLC38A2 SLC38A2-AS1 SLC39A3 SLC44A1 SMAD3 SMAP1 SMOC1 SMPD3 SMPD4 SMURF2 SNHG16 SNHG29 SNORA57 SNORD49A SNORD49B SNX16 SOX6 SPAG5 SPATA24 SPHK2 SPIDR SPON2 SPOUT1 SPPL3 SPRYD4 SS18L2 SSBP2 ST3GAL1 ST3GAL2 STAG3L3 STAP2 STAT1 STAT2 STAU2 STIM1 STK17B STMN3 STX6 SUPT3H SUPT4H1 SUPT5H SYCE2 TAB1 TADA1 TADA3 TAOK2 TATDN3 TBC1D10A TBCD TBL1X TBL1XR1 TBPL1 TCEA1 TCF4 TCTN1 TDRD3 TFAP4 TFB1M THAP1 THAP12 THEMIS TIGD5 TIMM21 TKFC TLE6 TMED1 TMEM115 TMEM123 TMEM123-DT TMEM18 TMEM18-DT TMEM208 TMEM222 TMEM70 TMEM94 TMPO TMPOP2 TMX1 TNFAIP1 TNFRSF14 TOM1L2 TOP1MT TOP2A TPR TPRG1 TRA2A TRAF3IP2-AS1 TRAFD1 TRAPPC10 TRAPPC8 TRBV13 TRBV27 TRBV8-1 TRIM13 TRIM27 TRIM33 TRIP11 TRIP4 TRMO TSC1 TSEN2 TSPAN3 TSPAN5 TSPAN5-DT TSSC4 TTC13 TTC17 TTC26 TTC9C TTLL4 TTLL9 TUBD1 TVP23B TXNDC15 TXNL4B UACA UBA52 UBALD2 UBB UBE2I UBP1 UBQLN1 UBQLN1-AS1 UBXN4 UCHL5 UGCG UNC79 UQCC1 URB1 URB1-AS1 USP14 USP22 USP48 USP8 VAV1 VCPIP1 VGLL4 VIM VPREB1 VPS13B VPS13B-DT VPS13C VPS45 VPS53 VPS72 VRK1 VTA1 WASHC2C WASHC4 WASL WASL-DT WDPCP WDR1 WDR53 WDR73 WDR74 WDR87 WDTC1 WDTC1-DT XIAP XNDC1N XPO1 XRCC5 XYLT1 YARS1 YPEL5 YTHDF2 ZBED4 ZC3H14 ZC3H18 ZCCHC2 ZCCHC8 ZFAND2A ZFAND2A-DT ZFP14 ZFTRAF1 ZNF117 ZNF148 ZNF175 ZNF25-DT ZNF286A ZNF286A-TBC1D26 ZNF3 ZNF341-AS1 ZNF37A ZNF37BP ZNF408 ZNF414 ZNF416 ZNF484 ZNF569 ZNF570 ZNF580 ZNF581 ZNF586 ZNF611 ZNF641 ZNF688 ZNF714 ZNF74 ZNF76 ZNF773 ZNF775 ZNHIT1 ZSCAN16-AS1 ZW10 ZYG11B ARNT2_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ARNT2_TARGET_GENES ABCB8 ABCC10 ABCC3 ABCF2 ACAD9 ACBD3 ACIN1 ACOX1 ACOX3 ACSS2 ACTR8 AFF1 AHI1 AHI1-DT AK3 ALKBH6 ALKBH7 ANKHD1 ANKHD1-EIF4EBP3 ANKRD18A ANKS1A AOPEP AP1S3 AP3M2 AP4M1 APEX1 APPBP2 APPBP2-DT APTR AREL1 ARFIP1 ARID2 ARIH2 ARPC5 ARV1 ASCC2 ASCC3 ASH2L ATAD2B ATF7 ATF7-NPFF ATF7IP ATM ATP10B ATP5F1C ATP5MC2 ATP6V1B2 ATP8B1 AUP1 B3GAT3 B9D1 BBC3 BBOF1 BCAS3 BDNF-AS BLOC1S3 BRIP1 C12orf29 C12orf76 C14orf119 C19orf47 C19orf48P C1orf43 C2CD3 C8G CAAP1 CACNA2D4 CALR CAPN10 CARNMT1 CARS2 CASP9 CATSPERG CC2D1B CCDC125 CCDC142 CCDC146 CCDC25 CCM2 CCND2 CCT6B CCZ1B CD274 CD44 CD55 CDC7 CDC73 CDCA7L CDV3 CENPM CEP131 CEP152 CEP164 CEP350 CEP44 CERT1 CFAP68 CFAP69 CHD8 CHEK1 CIC CITED2 CKMT2-AS1 CLCN3 CLCN6 CNBD2 CNTLN CNTROB COA6 COA6-AS1 COMMD1 COMMD10 COPS7A COQ10A COQ5 COQ6 CORO7 COX20 COX6A1 CPLANE2 CPSF2 CREB3 CREBL2 CSF1 CSNK1D CTDSP2 CTR9 CTU1 CUL5 CYP51A1 CYP51A1-AS1 DAB1 DAG1 DBT DCAF17 DCP1B DDX1 DDX21 DDX46 DELE1 DEPDC4 DERL2 DESI2 DHDH DHPS DNAJA3 DNAJB1 DNAJC16 DNAJC21 DNAL1 DPCD DPY19L4 DRAIC DSE DTWD1 DTWD2 DUSP10 DUSP19 DXO DYNLL1 DYRK2 EAF2 EDC3 EDEM2 EFCAB14 EHBP1 EHD4 EHF EIF2A EIF3K EIF4A1 EIF6 ELL EMC10 EMC6 EMG1 ENC1 ENKUR ENPP3 ENSG00000265246 ENSG00000268858 ENSG00000273828 ENSG00000274015 ENSG00000275765 ENTPD3-AS1 EPHA1 ERCC1 ERI2 ETFBKMT EXOC6B EXOSC2 FAM117B FAM185BP FAM200B FAM201A FAM227B FAM83C-AS1 FANCE FARP2 FAS FAU FBXL17 FBXL5 FBXO33 FBXO45 FBXO8 FBXW5 FCF1 FDXACB1 FKBP2 FMN1 FRMD5 FUCA1 FUT8 FXR2 G3BP1 G3BP2 GABARAP GARIN5A GATAD2A GBF1 GCLC GCNT3 GMCL1 GNAI3 GNB2 GOSR1 GSE1 GSTCD GSTZ1 GTF2H4 GTF2IP12 GTF2IRD1P1 GUK1 GYS1 H3P41 H4C1 H4C2 HACD1 HAGH HAPSTR1 HARS1 HARS2 HAUS2 HAUS8 HECTD4 HELQ HEXA HEXA-AS1 HEXIM1 HMBOX1 HMOX1 HNMT HNRNPC HNRNPD HNRNPD-DT HNRNPK HSD17B12 HSPA9 HSPBAP1 HTRA2 HYKK IFNGR1 IFRD2 ILF3 ILF3-DT IMPDH2 ING1 INIP INTS12 INTS5 INTS9 IP6K2 IQCB1 IQCC IQGAP3 ITFG2 ITFG2-AS1 ITGB1 ITGB1-DT ITPKA KBTBD4 KCNK1 KDM4C KIAA0319L KIF3A KIN KLC4 KLHL20 KLHL7 KLHL7-DT KNSTRN KPNA3 KRBA2 KRT8 LDHA LIN7C LINC00471 LINC00886 LINC00938 LINC01465 LINC01623 LINC01970 LINC02427 LINC02453 LINC02851 LINC02901 LPCAT3 LRP6 LRRC57 LRRC59 LSM8 MAN2A2 MANCR MAP4K1 MAPK7 MAST4 MAST4-AS1 MBD2 MCEE MCFD2 MCM7 MDP1 MED1 MED23 MED29 MEMO1 METTL13 METTL8 MFSD11 MIPEP MIPEPP3 MIR194-2HG MIR4521 MIR4734 MIR5787 MIR6853 MIRLET7I MIS12 MLF2 MORF4L2 MORF4L2-AS1 MORN1 MPHOSPH10 MPND MRM1 MRPL16 MRPL18 MRPL19 MRPL2 MRPL21 MRPL32 MRPL35 MRPL49 MRPL57 MRPS15 MRPS18C MRPS31 MRPS31P4 MRRF MSH5 MSH5-SAPCD1 MSL2 MSMP MTERF3 MTFR1L MTHFR MVK MXI1 MYCBP MYCL MYG1 MYO10 MYO9B NABP2 NAPA NAPRT NASP NBN NCDN NCL NDC1 NDUFA3 NDUFB1 NDUFS2 NDUFS3 NDUFV1 NDUFV1-DT NEIL1 NEURL4 NF2 NFYA NGDN NGRN NIPAL1 NOLC1 NOP2 NOP56 NOPCHAP1 NPAT NPIPB2 NRAV NRBF2 NSD3 NUP42 NUTF2 NWD1 OARD1 OCEL1 OMA1 OSCAR OSGEP PAF1 PAQR4 PARP2 PARP8 PCLAF PCM1 PCNX4 PCNX4-DT PFAS PGAP4 PGK1 PHACTR4 PHB2 PICK1 PIWIL2 PKMYT1 PKP2 PLA2G4C PLD3 PLEKHA6 PLEKHM3 PLK3 PLPP5 PMM2 PNKP PNRC2 POC1B POLG POLG-DT POLK POLR1B PPAN PPAN-P2RY11 PPME1 PPP1R11 PPP1R12B PPP2R3B PRELID1 PRKAR1A PRPF3 PRPF38B PRPF4B PSMA2 PSMA4 PSMB1 PSMB7 PSMD8 PSMD9 PSMF1 PUS1 PUS1-AS1 PWWP2A PXN-AS1 RAB24 RABGEF1 RABIF RACK1 RAE1 RALB RBM18 RBM3 RBM6 RER1 REXO5 RGL1 RHBDD1 RHEBL1 RMI1 RN7SL346P RN7SL774P RNF10 RNF20 RNF216 RNU2-2P RNU6-2 ROPN1L RPA2 RPL10 RPL24 RPL29 RPL30P11 RPL7L1 RPLP0 RPPH1 RPS15 RPS17 RPS26 RPS26P29 RPS27L RPS3A RPS6KB1 RPS7 RRAGC-DT RRS1 RRS1-DT RSBN1L RSRP1 RUFY1 RUVBL2 S100A6 SAE1 SAMD12 SAMD4B SAR1B SC5D SCAI SCAMP1 SCAMP2 SCYL2 SDCBP2 SDHAF1 SEC24C SEC31A SELENOW SEPTIN4-AS1 SEPTIN7P14 SERP1 SERTAD3 SFXN5 SGF29 SGTB SH2B1 SH3BGRL2 SIKE1 SKA1 SKA3 SKP1 SLC25A23 SLC25A39 SLC25A42 SLC25A45 SLC26A2 SLC35A3 SLC35C2 SLC35E4 SLC49A4 SLC4A1AP SLC52A3 SMC3 SMG9 SNHG12 SNHG15 SNORA16A SNORD95 SNX29 SOCS2 SP3 SRRM2 SRRT SRSF2 SS18 STAP2 STK19 STXBP3 SUPT7L SURF6 SYF2 SYN2 TARS2 TBL3 TBP TCP1 TEDC1 TEN1 TEN1-CDK3 TENT4A THAP2 THNSL1 THUMPD1 TIGD4 TIMM22 TIPARP TIPARP-AS1 TLN1 TM2D3 TM9SF1 TMED4 TMEM102 TMEM126A TMEM170A TMEM191A TMEM192 TMEM259 TMEM39A TMEM50A TMEM70 TMEM9B TMEM9B-AS1 TMOD3 TOB2 TOMM20L-DT TOMM5 TP53 TPD52 TPD52L2 TRABD2A TRAPPC1 TRAPPC6A TRAPPC8 TRIM2 TRIM37 TRIP11 TRMO TRMT44 TSPAN31 TSPAN8 TSPYL4 TSR1 TTC13 TTC14 TTC14-DT TTC17 TTC31 TTC7A TUBD1 TUBGCP6 TUFM UBAP2L UBE2L6 UBLCP1 UGGT1 USE1 USO1 USP42 VAMP1 VARS2 VILL VIPR1-AS1 VPS26C VPS39 VPS39-DT VRK2 VRK3 VTA1 VTRNA1-2 WASF2 WBP2 WDR41 WDR53 WDR74 WDR89 WIPF2 WRAP53 XPO1 XXYLT1 YBX1 YJU2 YTHDF2 ZBTB26 ZBTB48 ZCCHC2 ZCCHC9 ZFC3H1 ZNF107 ZNF3 ZNF33A ZNF391 ZNF394 ZNF428 ZNF451 ZNF473 ZNF484 ZNF581 ZNF600 ZNF77 ZNF830 ZSCAN20 ZSWIM4 ASH1L_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ASH1L_TARGET_GENES AAGAB AAMP AARS1 ABCA11P ABCA7 ABCB8 ABHD17B ABHD2 ABHD8 ACAP2 ACAT2 ACBD4 ACO2 ACOT8 ACTG1P25 ACTL6A ACTN1 ACTN1-DT ACYP1 ADAD2 ADAMTSL5 ADD1 ADGRD1 ADGRD1-AS1 ADPRHL1 AEN AFF1 AFMID AGBL5 AGPAT1 AGPAT5 AHCYL2 AHSA1 AIDA AK2 AKAP8 AKAP8L AKIRIN2 AKR1E2 ALDH4A1 ALKBH6 ALKBH7 ALOX12-AS1 ANAPC15 ANAPC5 ANKFY1 ANKHD1 ANKHD1-DT ANKHD1-EIF4EBP3 ANKRD11 ANKRD16 ANKRD23 ANKRD27 ANKRD28 ANKRD39 ANKRD54 ANKZF1 ANP32A ANP32E AP1G1 AP2A1 AP2S1 AP3M2 APC2 APTR AREL1 ARF3 ARHGAP19 ARHGAP19-SLIT1 ARHGEF10 ARID4A ARID4B ARL13B ARL16 ARL4A ARL6IP6 ARMC1 ARMH1 ARMH4 ARPC3 ARPC4 ARPC4-TTLL3 ARRDC4 ARVCF ASAH1 ASAH1-AS1 ASPM ATF7 ATF7-NPFF ATF7IP2 ATG101 ATG16L2 ATG3 ATG4C ATG9A ATP5F1B ATP5IF1 ATP5MC1 ATP5PD ATP6AP1 ATP6AP1-DT ATP6AP2 ATP8A1 ATP8A1-DT ATP8B3 ATPAF2 ATXN2L AURKA BABAM1 BAGE2 BAHD1 BAIAP3 BANP BAZ1B BBS12 BBX BCAS3 BCCIP BCL2L1 BCL6 BIVM BLOC1S3 BLZF1 BMAL1 BMT2 BOD1 BORA BPGM BRCA1 BRIP1 BROX BTD BUB1 BUB3 BZW1 C10orf143 C17orf58 C19orf81 C1QTNF6 C1orf109 C1orf216 C21orf58 C22orf39 C3orf18 C4orf47 C5orf22 C7orf50 C9orf85 CA11 CABIN1 CACNA1G CALCOCO1 CALM3 CALN1 CALR CAMTA1 CAMTA1-DT CANX CARS2 CASP8AP2 CAT CBLN1 CBX3 CBX5 CBX8 CBY1 CCDC137 CCDC144NL CCDC144NL-AS1 CCDC148 CCDC159 CCDC163 CCDC174 CCDC61 CCDC66 CCDC77 CCHCR1 CCNB1 CCNB1IP1 CCNB2 CCNF CCNJ CCNK CCNL2 CCT3 CCT7 CCZ1 CCZ1B CCZ1P1 CD101-AS1 CD70 CDC23 CDC25C CDC45 CDCA2 CDCA3 CDCA7 CDCA7L CDCA8 CDIPT CDIPTOSP CDK1 CDK11A CDK11B CDK12 CDK16 CDK2AP2 CDKL3 CDKN3 CDON CDR2 CDR2-DT CEBPG CENPA CENPE CENPF CENPK CENPM CENPN CENPQ CENPX CEP131 CEP164 CEP192 CEP192-DT CEP295 CEP41 CEP44 CEP68 CEP89 CEP95 CETN2 CETN4P CFAP20 CFAP221 CFAP43 CGGBP1 CHAF1A CHASERR CHCHD2 CHCHD6 CHD6 CHD9 CHEK2 CHMP4B CHRNB1 CIC CIT CKAP2 CKAP2-DT CKAP2L CKAP5 CKS1B CKS2 CLHC1 CLK3 CLPB CLSTN3 CLUHP3 CMC2 CNEP1R1 CNNM3 CNOT1 CNOT3 CNPY3 COASY COL23A1 COMMD6 COPE COPS3 COPS5 COPS7B COPZ1 COQ7 COQ7-DT COQ8A COTL1 COX6B1 COX7C CPEB4 CPSF2 CREB3L3 CREB3L4 CREBRF CRTC2 CSE1L-DT CSPP1 CSTF1 CTPS1 CTTNBP2NL CUL2 CYB5A CYB5B CYB5RL CYLD CYP2R1 CYTH2 DAP3 DAPK3 DAZAP2 DCAF11 DCAF15 DCAF4 DCAF7 DCP2 DCTN4 DCUN1D3 DCUN1D4 DDA1 DDIAS DDIT3 DDOST DDX19B DDX23 DDX39A DDX49 DDX5 DDX50 DDX54 DEDD2 DEF8 DENR DERL3 DGAT2 DGAT2-DT DHCR24 DHCR24-DT DHCR7 DHCR7-DT DHFR2 DHRS2 DHX38 DICER1 DICER1-AS1 DISP3 DLGAP5 DMXL1 DMXL1-DT DNAAF3 DNAAF6 DNAI3 DNAJB5 DNAJB5-DT DNAJC11 DNAJC28 DNM2 DOHH DOLPP1 DPH2 DRC3 DROSHA DUSP10 DYNC1I2 DYNLL1 E2F3 EBP ECT2 EDEM3 EDF1 EED EEF1D EEF1E1 EEF1E1-BLOC1S5 EEFSEC EFCAB11 EFCAB6 EFCAB6-DT EFNB2 EHD4 EIF2AK3 EIF2AK3-DT EIF5 ELAC2 ELMO2 ELOC ELP4 EMC9 EME1 EML2 ENSA ENSG00000224865 ENSG00000239137 ENSG00000251574 ENSG00000261335 ENSG00000268403 ENSG00000268650 ENSG00000268858 ENSG00000272008 ENSG00000274015 ENSG00000275765 ENTPD1-AS1 EP400P1 EPB41L4A-AS1 ERCC2 ERCC5 ERCC6L2 ERCC6L2-AS1 ERCC8 ERI2 ERI3 ERP44 ERV3-1 ESCO2 ETF1 ETV5 EVI5L EWSR1 EXOC4 EXOSC1 EZH2 F11R FAAP24 FADS2 FAHD1 FAM117A FAM156A FAM168A FAM172A FAM204A FAM222B FAM227A FAM32A FAM53C FAM72A FAM72B FAM83D FAR1 FAR1-IT1 FASTKD3 FBH1 FBXL19 FBXL9P FBXO24 FBXO33 FBXO5 FBXO8 FBXW11 FCF1 FCF1P8 FCHO1 FDFT1 FDPS FEM1A FEN1 FER FGD5-AS1 FGD6 FGF7 FHIT FICD FKBP14 FKBP8 FLAD1 FLCN FMN1 FNBP4 FOS FOXK2 FRAT1 FRG1 FRG1-DT FRYL FTSJ3 FUS FUT8 FYN G3BP1 GACAT1 GATAD2A GATAD2B GATB GBAP1 GBF1 GDF11 GGCT GGPS1 GID4 GIPC1 GLA GLCCI1 GLO1 GLRX5 GLTC1 GNA12 GNB2 GOLGA3 GOLGB1 GOLPH3L GOLT1B GOT1 GOT1-DT GP6-AS1 GPR108 GPR137C GRIPAP1 GRK4 GSK3B GSK3B-DT GSPT1 GTF2A1 GTF2A1-AS1 GTF2E1 GTF2H4 GTPBP1 GTPBP3 GTPBP6 H2AC11 H2AC12 H2AC15 H2AC25 H2AC4 H2AC7 H2AX H2AZ2 H2AZ2-DT H2BC11 H2BC12 H2BC15 H2BC26 H2BC7 H3-3B H3C12 H4C11 H4C12 H4C2 H4C3 H4C4 H4C5 H4C8 HACL1 HAGH HAPSTR1 HAUS8 HBP1 HDAC4 HDAC4-AS1 HDAC8 HDDC2 HDGFL2 HERC3 HES1 HGS HIKESHI HINFP HINT2 HIRA HJURP HLA-F-AS1 HLTF HMG20A HMGB1 HMGCS1 HMGN3 HMMR HNRNPA1 HNRNPA2B1 HNRNPAB HNRNPC HNRNPH2 HNRNPK HNRNPL HNRNPR HNRNPUL1 HNRNPUL2 HNRNPUL2-BSCL2 HRAS HSCB HSF2 HSP90B1 HSPA5 HSPA5-DT HSPA8 HSPB6 HSPBAP1 HYAL2 HYCC1 HYCC2 IARS1 IBTK ID2 ID2-AS1 IFRD2 IFT27 IFT52 IK IL10RA IL23A IL6ST IL6ST-DT ILF2 ILF3 ILF3-DT IMMP1L INCENP ING1 ING4 INPP5B INTS3 INTS4 INVS IP6K1 IQCH IREB2 ISCA2 ISLR2 ISOC2 JMJD6 JPT1 JPT2 JUP KANK3 KANSL1 KANSL2 KAT6B KAT7 KATNB1 KBTBD4 KCNAB2 KCNH5 KCNQ1OT1 KCTD10 KCTD2 KCTD7 KCTD9 KDM4A-AS1 KDM4B KHSRP KIAA0319L KIF18B KIF18B-DT KIF1B KIF9 KLF10 KLF5 KLF6 KLHDC10 KLHDC9 KLHL18 KLHL25 KLHL28 KLHL6 KMT5C KPNA2 KPNA4 KPNB1 KPNB1-DT KRBOX5 LAMP1 LAMTOR2 LAMTOR4 LANCL2 LAPTM4A-DT LARS1 LCA5 LCMT1 LCMT1-AS1 LEMD3 LENG1 LIM2-AS1 LIN37 LINC00240 LINC00431 LINC00595 LINC00642 LINC01257 LINC01287 LINC01511 LINC01572 LINC01756 LINC01971 LINC02210 LINC02210-CRHR1 LINC02926 LINC02960 LIPE-AS1 LLPH LLPH-DT LMAN2 LMBR1L LMCD1 LMCD1-AS1 LMNTD2 LMO4 LNX2 LOC124904631 LRCH4 LRP4-AS1 LRPPRC LRRC28 LRRC41 LRRC45 LRRC74B LSM4 LTBP4 LTN1 LYPLA2 LYRM1 MACO1 MAEA MAF1 MAGI3 MANF MAOA MAP3K3 MARCHF2 MAT2A MATCAP1 MAU2 MBD6 MBOAT2 MBTD1 MCM3 MCM5 MCPH1-AS1 MDC1 MDH2 MDM1 MED19 MED24 MED29 MED30 MED8 MEIS1 MEIS2 METTL13 METTL17 METTL23 MFSD12 MGRN1 MIA MIA-RAB4B MIA2 MIA2-AS1 MICE MIR22HG MIR29B2CHG MIR301B MIR3143 MIR3181 MIR4479 MIR4999 MIR5188 MIR638 MLEC MMAB MMACHC MMUT MORN4 MOSPD3 MPHOSPH8 MPND MPP2 MPRIP MPV17L2 MPZL1 MRPL18 MRPL20-AS1 MRPL24 MRPL27 MRPL37 MRPL50 MRPS12 MRPS18B MRPS30 MRPS30-DT MSANTD4 MSH2 MSL3 MSMO1 MSTO1 MTCH1 MTERF3 MTFR2 MTHFD2 MTMR12 MTMR4 MTMR9 MTOR MTR MTRR MVD MVK MXD4 MYH10 MYL11 MYL12A MYO9B MZT1 NAA60 NABP2 NAIF1 NAP1L4 NARF NARF-AS2 NARS1 NBR1 NCDN NCK2 NCOA2 NDUFA2 NDUFAF2 NDUFAF8 NDUFB1 NDUFB11 NDUFB3 NDUFS3 NDUFS8 NEK10 NEK3 NELFE NEMP1 NF2 NFATC2IP NFKBIB NFYA NGDN NIPAL3 NLGN2 NLK NME7 NOL6 NOP14 NOSIP NPC2 NPHP4 NR2C2 NR2F2-AS1 NR6A1 NRAV NRDC NRL NSDHL NSFL1C NSUN3 NSUN5 NUBP2 NUCB2 NUCKS1 NUDCD2 NUDT13 NUDT16 NUDT16-DT NUDT2 NUDT21 NUMB NUP62CL NUP98 NXT2 OARD1 OGFOD1 OIP5-AS1 OLMALINC ONECUT2 OR1AB1P ORC2 ORMDL2 OSBPL9 OSTC OTUB2 OXLD1 P2RX6P P4HB PABPN1 PACSIN2 PAF1 PAIP2B PAN2 PANK2 PANK2-AS1 PARP16 PARP3 PASK PAXIP1 PAXIP1-AS2 PAXIP1-DT PC PCGF3-AS1 PCLAF PCNT PCSK4 PDCL PDE12 PDE6D PDIA4 PDIA6 PDK2 PDP2 PDXDC1 PDXDC2P PDXDC2P-NPIPB14P PDXP PDXP-DT PEAK1 PER1 PER2 PET100 PEX1 PFDN4 PGAP2 PGD PGK1 PGP PHB1 PHF12 PHF5A PHPT1 PHRF1 PHTF2 PIF1 PIGN PIN1 PIN1-DT PIPOX PKNOX1 PKP4 PLA2G15 PLA2G4E-AS1 PLAC1 PLCL1 PLEKHA8 PLPBP PMEL PMF1 PMF1-BGLAP PMVK PNKD PNN PNPO POGLUT2 POLG POLG-DT POLR1A POLR1D POLR1G POLR2I POLR3K PPIA PPM1B PPP1R10 PPP1R13L PPP1R3F PPP1R7 PPP2R5A PPP2R5E PPP5D1P PPP6R3 PPWD1 PQBP1 PRADC1 PRCP PRDM2 PRKACA PRKCE PRKCI PRMT1 PROSER3 PRPF31 PRPF40A PRR11 PRR14 PRRG2 PRSS3 PSAT1 PSIP1 PSMA3-AS1 PSMA5 PSMB3 PSMC5 PSMD4 PTBP1 PTCD3 PTDSS1 PTMA PTP4A2 PTRH1 PWWP2A PXMP4 PYCR2 QRSL1 R3HDM1 RAB11B RAB11B-AS1 RAB28 RAB39A RAB3A RAB3D RAB40B RAB4B RAB4B-EGLN2 RAB5B RAB5C RAB8A RABL3 RACGAP1 RAD54L RALB RALGPS1 RAP2B RASSF7 RBL2 RBM10 RBM27 RBM3 RBM39 RBM4 RBM42 RBM48 RC3H2 RCL1 RCN2 RECQL REEP6 RELCH RERE RFC1 RFWD3 RFX1 RFX2 RGS9BP RHBDD3 RHCE RHPN1 RHPN1-AS1 RIMBP2 RIOK2 RITA1 RMI1 RMND5A RNASEK RNASEK-C17orf49 RND1 RNF121 RNF13 RNF167 RNF181 RNF26 RNF34 RNF5 RNF6 RNFT1 RNFT1-DT RNFT2 RNU2-17P RNVU1-15 RNVU1-19 RNVU1-26 ROGDI RP2 RPL18A RPL19 RPL32 RPL32P3 RPL38 RPL6 RPS11 RPS19 RPS26 RPS27A RPS3A RPS7 RRBP1 RRP9 RSBN1L RTN4 RTN4IP1 RTP4 RTRAF RUVBL1 SAP130 SAP30L SAP30L-AS1 SAPCD2 SARNP SARS2 SBNO1-AS1 SCAI SCAMP2 SCYL3 SDHD SELENOO SELENOW SEPTIN6 SERTAD1 SERTAD2 SETD3 SETD5 SFPQ SFXN5 SH3D21 SHARPIN SHC1 SHKBP1 SIN3A SIRT2 SKA2 SKIC2 SLC11A2 SLC17A7 SLC25A11 SLC25A19 SLC25A25 SLC25A28 SLC25A28-DT SLC25A42 SLC25A53 SLC26A2 SLC2A8 SLC35A5 SLC35E2A SLC35F2 SLC39A1 SLC39A3 SLC43A2 SLC46A3 SLC49A4 SMARCA2 SMARCE1P5 SMC3 SMIM12 SMIM7 SMPD4P1 SMTN SMUG1 SMYD3 SNAI3-AS1 SNHG10 SNORA13 SNORD59A SNRNP25 SNRNP40 SNRPB2 SNRPE SNRPF SNRPF-DT SNX11 SNX12 SNX16 SNX32 SORT1 SP1 SP2 SP2-AS1 SP2-DT SP3 SPAG7 SPC24 SPC25 SPG7 SPNS1 SPRING1 SPRYD3 SPSB3 SPTLC2 SRGAP2 SRGAP2C SRI SRP19 SRP9 SS18 SSBL4P SSR3 SSR4 SSX1 SSX3 SSX6P ST3GAL2 ST3GAL3 STAG3L1 STAG3L3 STAP2 STARD3NL STARD4 STARD7 STAT3 STIP1 STK11 STK11IP STK35 STK40 STPG1 STRIP1 STT3A STX4 STX5-DT STXBP5-AS1 STYXL1 SUCO SUGP1 SUN1 SYF2 SYNGAP1-AS1 SZT2 TADA3 TAF15 TAF2 TAFA2 TANGO2 TARDBP TARS1 TARS1-DT TARS2 TASOR2 TBC1D10B TBC1D17 TBC1D22B TBCB TCAM1P TCERG1 TCF19 TCP1 TCP11L2 TCTN3 TDP1 TDRKH TDRKH-AS1 TEDC1 TEPSIN TESK2 TFPT THAP8 THUMPD3-AS1 TICRR TIGD5 TIMM17B TIMM8B TK1 TLE6 TM9SF4 TMBIM6 TMEM115 TMEM160 TMEM161A TMEM167A TMEM205 TMEM208 TMEM217 TMEM218 TMEM248 TMEM256 TMEM256-PLSCR3 TMEM258 TMEM260 TMEM38A TMEM45A TMEM45B TMEM53 TMEM60 TMEM70 TMEM94 TMEM97 TMPO TMPOP2 TMTC4 TMX2 TNPO2 TNPO3 TNRC6B TNRC6B-DT TOGARAM1 TOM1L2 TOMM40 TOMM40L TOP2A TOP2B TP53BP1 TPD52L2 TPI1P2 TPRA1 TPRN TPST1 TPX2 TRABD-AS1 TRAF2 TRAFD1 TRAPPC6A TRIM11 TRIM59 TRIM59-IFT80 TRIM68 TRIOBP TRIP10 TSACC TSPAN15 TSPAN31 TSPEAR-AS2 TSPYL6 TTBK2 TTC16 TTC23 TTC41P TTC9C TTF2 TTLL5 TTLL7 TUBA5P TUBB4B TUBGCP5 TULP3 TXNDC16 TXNIP TXNL4B TYK2 UBA1 UBALD2 UBC UBE2B UBE2I UBE2Q1 UBE3B UBQLN4 UBR2 UFC1 UFD1 UFD1-AS1 UFSP2 UGP2 UIMC1 UNG UQCRC2 UQCRH UROS USF3 USP1 USP15 USP5 UTP18 UVRAG UVRAG-DT VARS2 VBP1 VCP VEZT VIPAS39 VPS4B WARS1 WBP1 WBP1L WDCP WDR25 WDR36 WDR45 WDR6 WDR62 WDR81 WDR83 WDR83OS WDR89 WDTC1 WDTC1-DT WFS1 WHAMM WRAP53 XAB2 XIST XNDC1N XPO1 XRCC3 XRCC4 YBX1 YIF1A YIPF4 YJU2 YJU2B YPEL1 YPEL2 YWHAQ YY1AP1 ZBED5 ZBED5-AS1 ZBTB18 ZBTB20 ZBTB22 ZBTB3 ZBTB5 ZBTB9 ZC2HC1C ZCCHC17 ZDHHC13 ZDHHC16 ZDHHC5 ZDHHC9 ZFHX3-AS1 ZFTRAF1 ZFYVE21 ZKSCAN5 ZMYM2 ZMYM5 ZMYND8 ZNF100 ZNF101 ZNF107 ZNF117 ZNF133 ZNF138 ZNF143 ZNF169 ZNF175 ZNF189 ZNF195 ZNF225 ZNF225-AS1 ZNF226 ZNF227 ZNF253 ZNF257 ZNF267 ZNF273 ZNF292 ZNF300 ZNF300P1 ZNF317 ZNF341-AS1 ZNF343 ZNF384 ZNF417 ZNF43 ZNF431 ZNF436 ZNF436-AS1 ZNF493 ZNF519 ZNF526 ZNF552 ZNF555 ZNF556 ZNF564 ZNF574 ZNF597 ZNF611 ZNF622 ZNF626 ZNF654 ZNF66 ZNF675 ZNF678 ZNF680 ZNF687 ZNF687-AS1 ZNF688 ZNF689 ZNF691 ZNF691-DT ZNF695 ZNF701 ZNF714 ZNF718 ZNF721 ZNF724 ZNF726 ZNF736 ZNF738 ZNF77 ZNF774 ZNF775 ZNF785 ZNF8 ZNF8-DT ZNF8-ERVK3-1 ZNF837 ZNF92 ZNF93 ZRANB3 ZSCAN20 ZSWIM1 ZSWIM3 ZSWIM4 ZWINT ZZZ3 ASXL2_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ASXL2_TARGET_GENES ADGRB3 AP3B2 BARHL1 CA11 CDCA4 CDKN2D CELF6 CYB5R4 DCAF16 DUT DUT-AS1 ENSG00000230021 FAM111A FOXM1 GIT1 GLRA1 HMGB2 HMGN2 HTR5A KCNIP1-AS1 LARS1 LINC01596 LINC02142 MAPK11 MAPK8IP2 MFSD11 MIR1224 MIR7-3 MIR7-3HG MT-CYB MT-ND6 MT-TE MT-TT MTCO3P12 MXD3 NBPF1 NCAPG NEUROD4 NKAIN1 OGDHL PPM1N RHNO1 RNA5SP60 SCRT1 SLC8A2 SNAP25-AS1 SRRM3 SRSF2 SVOP SYT5 TULP3 UBE2V1P4 VGF VWA5B2 WASF2 YIF1A ATF5_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ATF5_TARGET_GENES ABHD16A ABHD17C ACAP2 ACTR3 ACYP2 ADAMTS7P4 ADD3 AGR2 AHR AHSA1 AK2 AKAP3 AKAP9 ALDH3A2 ALDOA ANAPC7 ANG ANKRD11 ANKRD17 ANXA2R AP3S2 APOH APTX ARID1A ARL14EP ARPC4 ARPC4-TTLL3 ATG101 ATP10B ATP13A3 ATP6V1D ATPSCKMT AZIN1 BCAP29 BCL2L15 BISPR BLOC1S6 BOD1 BST2 BTAF1 BTF3 BTG3-AS1 BZW2 C1orf174 C4orf19 C4orf36 C5orf52 CACYBP CARF CASD1 CBR4-DT CCDC117 CCDC28A CCDC28A-AS1 CCNA2 CCT5 CD24 CDH17 CDK17 CDKL3 CDKN1B CENATAC CENPA CEP120 CEP350 CHASERR CHD2 CHP1 CINP CLASP1 CLDN12 CLHC1 CLNK CMTM7 CNPY4 COMMD4 COQ2 COQ5 CPSF2 CRYBG1 CSGALNACT1 CYP51A1 DCAKD DDX21 DLGAP1-AS2 DMXL2 DNAAF10 DNAI4 DNAJA1 DNAJB12 DPY30 DSG1-AS1 DYM DYNC1I2 ECPAS EFCAB14 EGF EHF EIF2S1 EIF3B EIF4A2 ENSG00000247193 ENSG00000257746 ENSG00000266401 EPCAM EPS15 ERCC1 ESYT1 EXD1 EXOSC7 FAM13A FAM169A FAM200A FAM3D FAM47E FBXO38 FEZ2 FHDC1 FNDC3B GARNL3 GAS5 GAU1 GCC2-AS1 GCNT3 GEMIN2 GET1 GIRGL GMEB1 GOSR1 GPNMB GRK6 GULP1 H2AC16 H2AC25 H2AC7 H2BC14 H2BC15 H2BC16P H2BC26 H2BC5 H2BC7 H3C10 H3C4 H3C6 H4C13 H4C3 HAVCR2 HERC4 HIF1AN HNRNPA2B1 HNRNPUL2 HNRNPUL2-BSCL2 HOXA-AS3 HOXA9 HOXB6 HSP90AA1 HSPD1 HSPE1 HSPE1-MOB4 HSPH1 IGFL4 IL20RA ILF2 ITFG1 ITGB5 ITK KBTBD2 KDM3A KDSR KLRK1 LANCL2 LCOR LEKR1 LIMA1 LINC-PINT LINC00938 LINC01335 LINC01719 LINC01767 LINC01806 LINC02331 LINC02366 LINC02474 LINC02756 LINC02823 LINC02832 LINC02864 LINC02983 LNCTAM34A LNPEP LRIG3 LRRC41 LRRC66 LSG1 LSM5 LSM8 MACC1 MALSU1 MAML3 MAN2C1 MAP3K1 MARF1 MCU MDM2 MED16 MED7 MEF2C MEIS2 METTL21A METTL5 MFAP1 MICU1 MIGA1 MOCS2-DT MORC4 MORF4L2 MPPE1 MRM3 MRPL15 MRPL18 MRPL20 MRPL20-DT MRPL48 MRPL51 MRPS27 MTERF1 MTHFS MUC13 MVB12A MYBPC1 MYH9 MYH9-DT MYL12B MYO1A MYOF NAV3 NCAPD2 NCEH1 NDE1 NDUFA9 NDUFB1 NDUFS4 NDUFV2 NEDD4 NEMF NEMP1 NFKB1 NFS1 NGRN NHP2 NKAPD1 NLN NMT1 NOP10 NSA2 NSRP1 NT5C3A NUCKS1 NUDCD3 NUDT4 NUP153 NUP155 NUP93 NUTM1 ODAD3 OGDH PAIP1 PAPOLA PAPOLA-DT PAPSS2 PAQR3 PARK7 PAXIP1-AS2 PCDH12 PCNX4 PDIA4 PDSS1 PHKB PIH1D2 PJA2 PKN2-AS1 PLEKHA1 PLS1 PNLIPRP1 PNRC2 POC1B POLQ PPFIBP2 PPP1CB PPP2R2A PPP4R3B PPP6R1 PRDM1 PRKCI PRKCSH PRMT5-AS1 PRMT9 PRORP PRR13P5 PRR5L PRRC1 PSME2P3 PTCD3 PWWP3A R3HDM1 RABGAP1L RAD1 RAD54B RANGAP1 RBIS RBM23 RCAN1 RGS20 RHOT1 RINT1 RN7SL346P RNA5SP21 RNASE4 RNF111 RNF186-AS1 RNU4ATAC RNU5D-1 RNU5E-4P RNU5F-1 RNU6-9 RNU7-3P RNY3 RPA3 RPL21 RPL23 RPL32 RPL37 RPL7L1 RPPH1 RPS12 RPS15A RPS24 RPS27A RSL24D1 RTN4 SARNP SAV1 SBF2 SBNO1 SCP2 SCUBE2 SEL1L SELENOW SERPINB5 SETD5 SFPQ SINHCAF SLC12A2 SLC12A2-DT SLC17A5 SLC30A6-DT SLC3A2 SLC41A2 SLC4A1AP SLC7A6 SLF1 SMAGP SMARCAD1 SMARCAD1-DT SMG8 SMIM10L1 SNHG1 SNHG8 SNORA63B SNORD16 SNORD18A SNORD25 SNORD26 SNORD27 SNORD72 SNX8 SP110 SPATS2L SPINK5 SPRY1 SRBD1 SRI SRSF11 SSBP1 ST13 ST7 ST7-OT4 ST7L STAMBP STAT1 STRIP1 SUGT1 SUGT1-DT SUPT7L SWAP70 SYS1 SYS1-DBNDD2 TACC2 TACO1 TADA3 TAF12 TAF6 TANK TCP1 TCP11L2 TECPR2 TGFBR2 TGIF1 THAP2 THUMPD3 TIMELESS TM4SF4 TMED10 TMEM14B TMEM167A TMEM183A TMEM209 TMEM260 TMEM94 TNPO1 TRA2B TRIM41 TRIM5 TSPAN12 TTC17 TTC9C TTLL13 TUBA1B-AS1 TXNRD1 UBB UBE2B UBLCP1 UGP2 UQCRH USF1 USP3-AS1 USP32 USP53 USP54 USP8 VIPAS39 VRK2 VRK3 VWA8 WDR75 WEE2-AS1 WIPF2 XPNPEP3 XPR1 YJU2 YWHAZ ZBED5 ZBED5-AS1 ZBTB37 ZFC3H1 ZNF12 ZNF217 ZNF451-AS1 ZNF473 ZNF484 ZNF638 ZRANB3 ZSWIM8 ZZZ3 ATF6_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ATF6_TARGET_GENES A2M-AS1 A2ML1 AAAS AATF ABCC3 ABCC5 ABCF1 ABCF2 ABHD18 ABHD2 ABHD5 ACAT2 ACIN1 ACOT7 ACP2 ACTN4 ACTR3 ACTR3C ACY1 ACYP1 ADGRE2 ADK ADRM1 AGAP2-AS1 AGBL5 AGBL5-AS1 AGPAT1 AGR2 AGTRAP AHCTF1 AHDC1 AHR AJUBA AJUBA-DT AKAP9 ALG1 ALKBH7 AMN AMN1 ANAPC5 ANKIB1 ANKRD13C ANLN AOAH AP1G2 AP2A1 AP3M1 APAF1 APBB3 APH1A ARF3 ARFGEF2 ARHGAP11B-DT ARHGAP19 ARHGAP19-SLIT1 ARHGAP26 ARHGAP5 ARID4B ARL14EP ARMC6 ARSK ASB16-AS1 ASB7 ASB8 ASIC1 ASXL1 ATF5 ATP6V1F ATP8B3 AZIN1 B3GALNT2 B9D2 BAG1 BAZ1B BBIP1 BBS4 BCL2L12 BICRAL BLM BLOC1S2 BLOC1S6 BMF BMP4 BNIP2 BORCS5 BPGM BRCA1 BRD2 BRD8 BSDC1 BTD BTNL8 BYSL C16orf46 C16orf46-DT C16orf95 C16orf95-DT C18orf25 C19orf25 C19orf38 C2CD2L C2CD3 C2orf42 C6orf141 C6orf226 CA5B CACNA2D4 CALCOCO1 CALM2 CALU CAPG CATSPERG CAV1 CBLL1 CBX5 CBX6 CCDC103 CCDC124 CCDC163 CCDC18 CCNB1IP1 CCNH CCPG1 CCSER1 CCT2 CCT7 CDC23 CDC42 CDC73 CDCA4 CDK4 CDK5 CDK5RAP1 CDKL3 CDKN1B CEMP1 CENPK CENPN CENPO CEP104 CEP350 CERT1 CETN3 CFTR CHCHD5 CHD4 CHD9NB CHEK1 CHP1 CHPF2 CHTOP CIB1 CIC CISD3 CKLF CKLF-CMTM1 CLASP1 CLK1 CLN6 CMBL CMC1 CMC2 CNPY2 COG3 COPA COPS7A COQ8B COX11 COX15 COX6A1 COX7A2L COX7C CPSF4 CREBL2 CRIPT CROCCP2 CRTC2 CRTC3-AS1 CSNK1G1 CSRNP2 CSRP1 CSRP1-AS1 CSTF3 CSTF3-DT CTDP1 CTDP1-DT CTDSPL2 CTDSPL2-DT CTR9 CUL3 CUL4B CUL7 CUTC CXorf65 CYB561A3 CYB5B CYCS CZIB CZIB-DT DAGLB DAXX DAZAP2 DCAF12 DCAF8 DCBLD1 DCPS DCXR DCXR-DT DDB2 DDIT3 DDX1 DDX55 DDX56 DEDD DENND4A DENND5B-AS1 DFFB DGKA DGKI DGLUCY DHDH DHRS13 DHX29 DLL3 DMAC2 DMTF1-AS1 DMXL2 DNAAF4 DNAAF4-CCPG1 DNAI7 DNAJB1 DNAJB12 DNAJB8 DNAJC14 DNAJC2 DNAJC21 DPAGT1 DPCD DPP8 DUS2 DXO E4F1 ECI2 EEA1 EFCAB5 EFHB EFNA3 EFTUD2 EHBP1 EHD1 EHD4 EHMT2 EIF2AK3 EIF2AK3-DT EIF2B1 EIF3G EIF4ENIF1 EMC9 ENSA ENSG00000187951 ENSG00000255647 ENSG00000261335 ENSG00000278899 EPB41L2 EPOR EPS8 ERC1 ERCC5 ERCC6L2 ERCC6L2-AS1 ERGIC3 ERRFI1 ERRFI1-DT ESRP1 ESRP2 ESYT1 ESYT2 ETF1 ETFA ETFRF1 ETS2-AS1 EXD1 EYA3 FAF2 FAM131B-AS2 FAM133B FAM13B-AS1 FAM187A FAM220A FAM222A-AS1 FAM234B FASTKD3 FBH1 FBXO24 FBXW11 FBXW7 FCHO2 FCHO2-DT FCSK FER FIS1 FKBP11 FLJ40288 FLNC-AS1 FLOT1 FNBP1P1 FNTB FOXI1 FSIP1 FUCA1 FUS G3BP1 G3BP2 GABARAP GANC GAS5 GATA2 GATA2-AS1 GAU1 GDF11 GDPGP1 GFM1 GGCT GGPS1 GHDC GLE1 GLOD4 GLS2 GLT8D1 GNL1 GPBP1L1 GPI GPR137C GPR35 GRHL2 GRHPR GRK6 GSTA4 GTF2A2 GTF2H3 GTF3C6 GTSE1 GTSE1-DT H2AC11 H2AC3P H2AC8 H2BC11 H2BC5 H2BC8 H3-3B H4C1 H4C16 H4C2 HACL1 HARS1 HARS2 HAUS2 HDAC9 HDGFL2 HECTD4 HEXIM2 HEXIM2-AS1 HHLA3 HIGD2B HINFP HMGB1 HMGCL HMGCR HNRNPA0 HNRNPA1 HNRNPD HOOK1 HOXA10-AS HOXA11 HOXA11-AS HOXD3 HSD17B12 HSD17B14 HSP90AB1 HSP90B1 HSPA5 HSPA5-DT HYCC1 HYPK IFT122 IGF2BP3 IGFL2 IGSF9 IK IKBIP IL23A IL4I1 ILRUN-AS1 IMMT ING1 ING4 INIP INO80 INO80C INPP5F INPP5J IPO8 IPP IQCG IQGAP2 IRF2 IRF2-DT IRF3 IRX3 ISG20L2 ITGB8 ITPKA ITSN1 IVD KALRN KANSL2 KCMF1 KCNIP2 KCTD14 KCTD7 KDM6B KHDRBS1 KIAA0232 KIAA0319L KIF11 KIF20A KIF21A KIFC1 KITLG KIZ KLC4 KLHDC4 KLHL26 KLHL32 KMT2B KNL1 KNSTRN KPTN KRIT1 KRT18 LAPTM4A LAPTM4A-DT LDHA LEKR1 LEMD3 LEO1 LIMD1-AS1 LINC00431 LINC00461 LINC00992 LINC01003 LINC01004 LINC01562 LINC01588 LINC02363 LINC02453 LINS1 LITAF LIX1L LLPH-DT LMNA LNCATV LNP1 LOH12CR2 LPXN LRBA LRCH4 LRP10 LRRC46 LRRC57 LTA4H LTBR LUC7L2 LYSMD4 MAD1L1 MAGI3 MAILR MALAT1 MALINC1 MALSU1 MAN1B1 MAN1B1-DT MAN2C1 MAP3K3 MARS1 MAST1 MATCAP1 MATR3 MAZ MBD1 MBD4 MBD6 MBLAC2 MBOAT7 MCMBP MCOLN1 MDM2 MED11 MED20 MED24 MEPCE MEST METTL25B MFNG MFSD8 MGAT1 MIOS MIR141 MIR200C MIR200CHG MIR3178 MIR3677HG MIR3912 MIR3913-1 MIR4512 MIR4638 MIR4757 MIR5088 MIR5188 MIR5580 MKS1 MLEC MMAB MMACHC MORF4L1 MORF4L2 MORF4L2-AS1 MPG MPHOSPH10 MPZL2 MRM3 MRPL1 MRPL10 MRPL18 MRPL2 MRPL21 MRPL24 MRPL46 MRPS11 MRPS28 MRPS35-DT MSL1 MSL2 MSMP MST1P2 MT1X MTAP MTERF1 MTMR2 MTMR4 MTREX MTRR MVK MXI1 MYC MYCBP MYG1 MYL6 MYL6B MYL6B-AS1 MYO5B MYO9A N4BP2L2 NAA25 NAGK NAIF1 NAPA-AS1 NARS2 NASP NAT10 NAXE NBEAL1 NBR1 NCAPG2 NCDN NCOA7 NCSTN NDUFA2 NDUFA3 NDUFA5 NDUFAF1 NDUFC1 NEAT1 NEU1 NFKBID NFYA NLGN1 NME1 NME1-NME2 NOL3 NOP10 NOP2 NOSIP NPM1 NPTN NR1D1 NR1H3 NR1I2 NR2F1 NR2F2 NR4A2 NRSN2 NRSN2-AS1 NSL1 NUFIP2 NUMA1 NUP153 NUP155 NUP160 NUP54 NUP62 NUTM1 NYAP1 OARD1 OIP5-AS1 ORC2 OSCAR OXA1L OXA1L-DT P4HA1 P4HB PABIR1 PAFAH1B2 PAGR1 PAIP2 PAN2 PANK3 PAPLN PAQR4 PCAT7 PCBP1 PCBP1-AS1 PCBP2 PCDH1 PCLAF PCSK4 PDCD6IP PDCD7 PDIA4 PHC1 PIERCE2 PIGF PIGO PIGO-AS1 PIK3AP1 PILRA PINX1 PINX1-DT PITRM1 PLA2G4E-AS1 PLCB2 PLCD1 PLEKHA8 PLEKHF2 PLEKHG2 PLEKHG5 PLEKHJ1 PLK4 PLOD3 PLPP6 PLXDC1 PMEL PNRC2 POC5 POLD1 POLD2 POLDIP3 POLG2 POLK POLL POLR1B POLR1HASP POLR2A POLR3G POP1 POP7 POT1-AS1 PPIH PPIL2 PPIL4 PPIP5K2 PPP1R11 PPP1R12A PPP1R15B-AS1 PPP2R3B PPT2 PPT2-EGFL8 PPWD1 PRADC1 PRAG1 PRCC PRDX5 PRIM2 PRMT5 PRMT5-AS1 PRMT5-DT PRPF38B PRPF40B PRR12 PRR13 PRR29-AS1 PRR3 PRRG2 PRRT1 PSEN1 PSMA4 PSMA5 PSMC2 PSMC4 PTBP1 PTCD1 PTGES3 PTMA PTMS PTP4A2 PTPN23 PTPN23-DT PTRHD1 PURA PURPL PYM1 RAB21 RAB30 RAB30-DT RAB40B RAB5A RAB5B RABAC1 RABGEF1 RAD51 RAD51-AS1 RAD52 RAG1 RAMAC RASA1 RBM19 RBM23 RBM28 RBM39 RBM4 REEP6 RELL1 REXO2 RGMB RGMB-AS1 RHBDF1 RHOA RHOF RIDA RMND5B RN7SK RN7SL442P RN7SL521P RNF11 RNF139-DT RNF145 RNF181 RNF34 RNF43 RNPS1 RNU12 RNU2-2P RNU7-27P ROMO1 RPL27A RPL31 RPL35A RPL37 RPL5 RPP25 RPS10 RPS10-NUDT3 RPS14 RPS15 RPS15A RPS17 RPS19 RPS27L RPS28 RPS3A RPS6KA5 RPS9 RRAGC-DT RRAS RRP12 RSL24D1 RSRC1 RSRP1 RSU1 RTTN S100A13 S100A14 SACM1L SARS2 SART1 SCAF11 SCAMP1 SCAMP2 SCAMP5 SCAND1 SCFD1 SDAD1 SDHD SEC11A SEC23IP SEC31A SEC63 SEH1L SEL1L3 SENP1 SENP8 SEPTIN5 SERF2 SERINC4 SERP1 SERPINB8 SETD5 SF3A2 SF3B6 SFN SH2D3C SH2D6 SH3D21 SHH SHOC2 SIN3A SKIC3 SLC15A4 SLC16A6 SLC17A3 SLC22A23 SLC25A25 SLC25A42 SLC26A2 SLC27A5 SLC35A4 SLC35B1 SLC35D2 SLC38A6 SLC3A2 SMAGP SMARCA5 SMARCC2 SMC6 SMU1 SNAPC5 SNHG1 SNHG12 SNHG15 SNHG16 SNHG4 SNIP1 SNORA16A SNORA44 SNORA9 SNORD1C SNORD25 SNORD26 SNORD27 SNRPB SNRPE SNUPN SNX1 SPDL1 SPRED1 SREBF1 SRFBP1 SRGAP3 SRSF10 SRSF5 SS18 SSBP1 STARD3NL STC2 STEAP2 STEAP2-AS1 STIM2 STIM2-AS1 STK19 STT3A STX12 STX18 STX18-AS1 STXBP4 SUCLG1 SUGP2 SUMF2 SUPT4H1 SYNCRIP SYNGAP1 SYNGR4 SYS1 SYS1-DBNDD2 SYVN1 SZT2 TAF15 TAF2 TAF7 TAFA2 TAMM41 TAOK2 TARBP2 TARS2 TATDN3 TBC1D22B TBC1D23 TBC1D4 TBCA TBCC TBRG4 TBX3 TBX6 TCF12 TCP1 TCTA TCTN1 TDRKH TDRKH-AS1 TECR TESMIN TEX45 TFCP2 TFG THAP8 THAP9-AS1 THSD4 THUMPD3 THUMPD3-AS1 TIA1 TIMELESS TIMM17A TIMM44 TJAP1 TK2 TLE3 TLN2 TM9SF1 TMBIM6 TMCO1 TMED1 TMED5 TMEM120A TMEM138 TMEM143 TMEM19 TMEM198B TMEM209 TMEM217 TMEM223 TMEM248 TMEM69 TMEM87A TMEM87B TMEM91 TMUB2 TNFRSF1A TNFSF9 TNK2 TNRC6B TNS2-AS1 TOB2 TOMM22 TOMM22-DT TOMM40 TOMM70 TOR1AIP1 TPM2 TPM3 TPRG1-AS1 TRAF6 TRIM37 TRIM39 TRIM41 TRIM45 TRIM52 TRIM66 TRIP4 TRMT112 TRMT5 TRMT61B TROAP TSEN34 TSFM TSPAN15 TSPAN31 TSPAN8 TTBK2 TTC41P TUBA1B TUBA1B-AS1 TUT1 TXLNA TXNDC16 TYMS TYMSOS TYW1 UBC UBE2M UBE2QL1 UEVLD UFL1 UFL1-AS1 UGP2 UQCC1 UQCC6 USE1 USO1 USP15 USP22 USP54 USPL1 VDAC2 VEGFA VILL VPS13B VPS13B-DT VPS13C-DT VPS33B VTRNA1-1 WARS2 WARS2-AS1 WASHC5 WBP1 WDR12 WDR20 WDR59 WDR6 WDR62 WDR74 WDR83 WDR83OS WEE2-AS1 WIPI2 WNK1 WNK4 XPO1 XRCC1 XRCC3 YBX3 YOD1 ZBTB37 ZBTB4 ZBTB45 ZC2HC1C ZC3H10 ZCRB1 ZCWPW1 ZDHHC12 ZDHHC12-DT ZFAND2B ZFP62 ZFP91 ZFP91-CNTF ZFYVE19 ZNF146 ZNF180 ZNF219 ZNF280D ZNF281 ZNF3 ZNF335 ZNF341 ZNF358 ZNF384 ZNF398 ZNF446 ZNF48 ZNF557 ZNF565 ZNF580 ZNF584 ZNF584-DT ZNF622 ZNF652-AS1 ZNF668 ZNF710 ZNF770 ZNF865 ZNHIT1 ZSWIM7 ZYX ATM_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ATM_TARGET_GENES ALAS1 ATP5MC1 CNOT10 COL6A3 CWC25 FOXK1 GTF2IP12 HGD MIR4727 PER2 POR SEPTIN7P14 TRIB1 TXNIP UBC ATOH8_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ATOH8_TARGET_GENES AKAP13 BCAR1 BIN1 CBFA2T3 CHD3 CHRNA1 CNOT3 CUEDC1 DEPP1 EHD1 EPOR FHL3 GLRA1 GNA15-DT GTF3C1 HTR5A HYAL2 IFFO1 IL34 MDS2 MGLL MICAL2 MIDN MIR7-3 MIR7-3HG MRPL34 NDST1 OGDH PDXK PPM1F-AS1 PPP1R18 RALB RASGRP3 RDH5 RN7SKP11 RN7SKP249 RNA5SP152 RNA5SP60 SH3TC1 SIX5 SLC22A18 SMAD1 SNAP25-AS1 SSTR5 SSTR5-AS1 STRN4 SVOP TBC1D10A TRBV27 XRCC2 ZNF491 ATXN7L3_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ATXN7L3_TARGET_GENES ABHD11 ABR ACOT11 ACP7 ACSF3 ACTB ACTG1 ADAMTS14 ADAP2 ADAT2 ADGRG6 ADM AIG1 ALG5 ANKLE2 ANKRD10 ANKRD11 ANKRD40 ANXA11 ANXA2 ANXA3 ANXA4 AP1S3 AP3S1 APBB2 APIP ARAP2 AREG ARHGAP10 ARHGAP12 ARHGDIA ARHGEF11 ARHGEF19 ARID2 ARIH1 ARL4A ASAP1 ASNS ATAD2 ATF3 ATF4 ATG10 ATG12 ATP13A3 ATP13A3-DT ATP2A2 B3GALT4 BAG6 BCL3 BCOR BEND6 BHLHE40 BMP4 BOLA1 BRD2 BRWD1 BRWD1-AS2 C10orf95-AS1 C11orf68 C14orf93 C15orf39 C15orf61 C17orf75 C19orf48P CALM1 CALM3 CALR CANX CAPN3 CARS2 CASC2 CASC3 CATSPER2P1 CAV1 CBX3 CBX4 CCDC97 CCN1 CCNP CD55 CDC42BPA CDC73 CDCA7L CDH22 CEBPA CEBPA-DT CEBPB-AS1 CELSR3 CEP95 CERNA3 CERS2 CFAP97 CFL1 CHCT1 CHD2 CHMP6 CHPF CIC CITED2 CLDN6 CLK1 COMMD10 CORO1C COX15 CPEB2 CPEB2-DT CPNE7 CRELD1 CROCCP2 CRYZL1 CSRNP2 CTBP2 CTNNA1 CTNNA1-AS1 CTNNB1 CTSB CTU2 CUTC CUX1 CYB561 CYCS CYP24A1 DDIT3 DDOST DDX19B DDX5 DDX59 DECR1 DEK DENND1A DERL2 DKK1 DLGAP1-AS1 DLGAP1-AS2 DLX4 DMGDH DNAJB11 DNAJB2 DNAJB4 DNAJB9 DPY19L4 DRAP1 DST DUSP16 DUSP28 DUSP4 DUSP8 DYNC1LI1 EDC4 EEF1A1 EEF2 EEIG1 EGR1 EHD2 EIF2AK1 EIF4A1 EIF4A2 ELF3 ELF3-AS1 ENO1 ENO1-AS1 ENO3 ENSG00000266401 ENSG00000268403 ENSG00000275765 ENY2 EPN3 EREG ERRFI1 ERRFI1-DT ESYT2 EXD3 EXOSC4 EXOSC6 EXTL3 F2RL1 FAM162A FAM174C FASN FAT1 FBXL4 FBXL6 FGD6 FLJ20021 FLOT1 FNDC3B FOSL1 FOXK2 FOXO3 FRMD6 FUT8 G3BP1 GADD45A GADD45B GADD45GIP1 GALNT7-DT GAPDH GARS1 GARS1-DT GAS5 GATD1 GATD1-DT GBA1 GCH1 GCLC GDI2 GEM GEMIN7 GLG1 GLI2 GLUD1 GORASP2 GPRC5A GPX4 GSE1 GSK3A GTF2IRD2B GULP1 GZF1 H1-10 H2AC17 H2AC6 H2AZ2 H2AZ2-DT H2BC12 H2BC17 H2BC26 H2BC5 H3-3B H3C12 H4C1 HERPUD1 HES1 HLA-DMA HM13-AS1 HMGA1 HMGA2 HMGCS1 HNRNPAB HNRNPD HNRNPD-DT HNRNPF HNRNPH1 HNRNPU HOXA10 HOXA9 HP1BP3 HRK HSD17B12 HSD17B7 HSD17B7P2 HSP90B1 HSPA1B HSPA5 HSPA5-DT HSPA8 HSPA9 HSPD1 HSPE1 HSPE1-MOB4 HYOU1 ICA1 ICA1-AS1 ID3 IER5 IER5L IGF2BP3 IMMT IMPACT IMPDH2 ING1 INTS1 INTS6 INTS6-AS1 IQANK1 IQCH-AS1 IRAG1-AS1 IRF2BP2 IRS1 ISL2 ITGA3 ITGB4 ITPRID2 ITPRID2-DT ITPRIPL2 ITSN1 JAK1 JMY JRK KAZALD1 KBTBD2 KCNAB2 KIF23 KIF23-AS1 KLF2 KLF2-DT KLF4 KLF7 KMT2A KMT2E KRCC1 KRT18 KRT23 KRTAP5-AS1 LARP1B LDHA LDLR LGALS1 LINC00963 LINC01004 LINC01145 LINC01569 LINC01719 LINC01764 LINC01775 LINC02028 LINC02585 LINC02901 LINC02960 LINC02983 LNCOC1 LRP5L LRRC14 LRRC37A3 LRRC8B LSM14B LTBP4 LUC7L2 LURAP1L-AS1 MAF1 MAFF MAGT1 MALAT1 MALL MAML3 MAN1A2 MAP2K3 MAP3K5 MARCKSL1P2 MARF1 MARK2 MARK4 MBD6 MBLAC2 MCL1 MCM3AP MDH1 MEMO1 MET METTL15 MFF MFF-DT MFSD10 MFSD3 MID1IP1-AS1 MIDEAS MIDN MINPP1 MIR1302-3 MIR1538 MIR3143 MIR3190 MIR378D2HG MIR4492 MIR4519 MIR4530 MIR4664 MIR4754 MIR5087 MIR5188 MIR5702 MIR616 MIR6821 MIR762HG MIR7845 MIRLET7BHG MIRLET7I MIS12 MIX23 MKNK2 MLEC MNAT1 MPHOSPH9 MST1P2 MSTO2P MTAP MTF2 MTHFD1L MTRFR MTUS1 MTUS1-DT MYO1C MYO6 MYOF NDE1 NDRG1 NEAT1 NF2 NFAT5 NFIL3 NFS1 NOP14-AS1 NOP56 NOTUM NOXA1 NPHP4 NQO2 NQO2-AS1 NR1D2 NR3C1 NR4A2 NRSN2-AS1 NT5M NUDCD1 NUDT19 NUDT19-DT NXN OGT OIP5-AS1 OLMALINC OSR2 OTOP2 OTUD7B P4HB PALD1 PAM PAQR4 PARP2 PCK2 PCLAF PCTP PDE4B PDF PDHX PDIA3 PDIA6 PDP1 PDXK PEX3 PFN1 PHIP PICART1 PIM3 PITPNC1 PKM PKMYT1 PLEC PLEKHG1 PLEKHH3 PNPLA8 PNRC1 PNRC1-DT POLDIP3 POLM POLR2A POLR3B POLR3C POLR3G PPIB PPM1D PPP1R9B PPP3CA PPP5D1P PRDM4 PRKCE PRKCZ PRKCZ-DT PRKG1-AS1 PRNP PRSS22 PSAT1 PSCA PTMA PTPN14 PXN-AS1 PYCR1 QPCTL RAB11FIP1 RAB11FIP2 RAB33B RAB6A RABGGTA RAI1 RBCK1 RBM39 RC3H2 RCC1 RCN1 RCOR1 RDX REEP3 RESF1 REX1BD REXO4 RHOB RHOBTB3 RNF115 RNF141 RNF166 RNF43 RNU11 RNU5E-1 RNVU1-21 RNVU1-28 RNVU1-6 ROMO1 RP9P RPL13 RPL13A RPL14 RPL3 RPLP0 RPLP1 RPPH1 RPS2 RPS20 RPS3 RPS5 RTN4 RUNX1 S100A10 S100A6 S100PBP SARAF SCAF8 SCRIB SEC61A1 SELENOK SELENOS SEMA3C SEMA7A SEPTIN10 SESN2 SET SETD5 SFR1 SGK3 SHARPIN SHROOM3 SIL1 SIPA1L1 SLBP SLC16A3 SLC20A1 SLC20A1-DT SLC25A45 SLC33A1 SLC35D2 SLC38A2 SLC39A14 SLC3A2 SLC52A2 SLC7A11 SLC9A3R1-AS1 SMAGP SMARCD2 SMG8 SMIM14 SMIM14-DT SMURF2P1 SNHG1 SNHG12 SNHG19 SNHG29 SNHG5 SNHG9 SNORA16A SNORA78 SNORD15A SNORD25 SNORD26 SNORD27 SNORD3A SNORD43 SNORD49A SNORD49B SNORD54 SNORD60 SNORD68 SNRPD2 SNX25 SNX9 SORBS3 SOWAHC SOX9-AS1 SPAG9 SPATA1 SPATA2L SPG7 SPRED1 SQSTM1 SRC SREBF1 SREBF2 SRRM2 SRRM2-AS1 STARD4 STAU2 STC2 STEAP1B STIP1 STK40 STKLD1 STX18 STX18-AS1 SURF4 SVIL SYDE2 SYVN1 TACO1 TBC1D14 TBC1D19 TBCCD1 TBL1XR1 TEAD1 TEFM TGS1 THAP5 THEM6 THUMPD3-AS1 TIMM44 TLK2 TMEM198 TMEM202-AS1 TMEM250 TMEM50B TMEM68 TNFRSF12A TOB2 TPT1 TPT1-AS1 TRAF7 TRIB1 TRIM65 TRIM8 TRIM8-DT TRIOBP TRIP4 TRMU TSC22D1 TSEN15 TTC41P TTI2 TUBA1C TUBB2A TXNDC11 TXNRD1 UBC UBE2D2 UBE2D4 UBE2S UGDH UGDH-AS1 URGCP USH1G USP22 USP32 USP36 VAPA VCP VEGFA VEZT VPS26C VPS36 VRK2 WDPCP WDR31 XBP1 XPOT YARS1 YBEY YTHDC2 YWHAE ZBTB1 ZBTB25 ZBTB37 ZBTB4 ZBTB45 ZBTB5 ZFAND5 ZFAND6 ZFP36 ZFP36L1 ZFP62 ZKSCAN2 ZMYM4 ZNF143 ZNF217 ZNF34 ZNF367 ZNF696 ZNF827 AUTS2_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AUTS2_TARGET_GENES AAK1 ABR ACADVL ACOX1 AFF4 AFF4-DT AGPAT1 AKAP1 AKAP8 AKAP8L ALOXE3P1 ANAPC1 ANAPC4 ANP32E ANXA2R-AS1 AP1G1 AP3S1 APPBP2-DT APTX ARHGAP12 ARHGAP15 ARHGAP21 ARHGDIA ARL6IP4 ARMT1 ARPC5L ARRDC3 ARRDC3-AS1 ASB3 ASB7 ASCC1 ATE1 ATE1OSP ATF6 ATG12 ATOH8 ATP2B1 ATP2B1-AS1 ATP5PO ATXN1 ATXN1-AS1 ATXN2 ATXN7 AZIN1 B3GALT4 B3GALT9 B4GALT1-AS1 BACH2 BAHCC1 BAZ2B BCAP29 BCL10-AS1 BCL2L11 BCR BCRP8 BHLHE40-AS1 BLOC1S1 BMI1 BRAP BRCC3 BTG1-DT C11orf54 C15orf39 C15orf61 C1orf109 C6orf226 C9orf43 C9orf78 CACUL1 CAGE1 CALM2 CAP1 CBX3 CBX3P2 CCBE1 CCDC107 CCDC115 CCDC134 CCDC146 CCDC183-AS1 CCND1 CCNG1 CDH2 CDK4 CDK6 CDKN1A CDKN1B CDKN2C CDT1 CENPQ CEP290 CEP83 CEP83-DT CFAP418 CFAP70 CHD2 CHP1 CHST11 CHTOP CILK1 CITED2 CKAP2L CLPTM1L CMC4 CMTR2 CNIH3 CNOT7 CNOT8 CNTROB COG2 COL19A1 COMMD3 COQ6 COX20 COX5B CPLANE1 CREBL2 CSE1L-DT CSNK2B CTBP2 CTC-338M12.4 CTNNA1 CTNNA1-AS1 CYFIP2 DARS1 DAZAP2 DDB1 DDIAS DDIT4 DDX21 DDX24 DDX3X DDX52 DDX55 DESI2 DIP2A DLG4 DNAJA1 DNAJB12 DNM1L DONSON DPYSL3 DST DST-AS1 DSTYK DUSP6 DYRK1A EFHB EGLN1 EIF4A1 EIF4E EIF4G1 EIF4G2 EML4 EML6 ETF1 ETV2 EWSR1 EXD1 EXOSC1 EXTL3-AS1 FAM120B FAM161B FAM185BP FAM241B FAM98A FANCA FASN FDXR FER FGD6 FHIP1A FHIP1A-DT FKBP9 FKTN FKTN-AS1 FLOT1 FMO5 FOXD1 FOXK2 FOXO3 FOXP2 FZD7 FZD8 GAPDH GAS1 GATA3 GATA3-AS1 GCC2 GCDH GCFC2 GDAP2 GFI1 GFRA3 GLA GLCE GLI3 GNAL GNG12-AS1 GNL3 GPANK1 GREB1L GSE1 GTF3C5 GTPBP3 GTSF1 H3-3A H3-3A-DT H4C16 HACD3 HDDC3 HDGF HECTD2 HELZ HERC4 HES1 HES6 HEXA HEXA-AS1 HEXIM2 HEY2-AS1 HIPK1 HIPK1-AS1 HMGN2 HMMR HNRNPDL HNRNPF HNRNPH2 HNRNPK HOMER2 HOXA-AS3 HOXA10 HOXA10-AS HOXA3 HOXA4 HOXA5 HOXA6 HOXA9 HOXB-AS1 HOXB2 HOXB6 HOXB7 HOXC-AS2 HOXC4 HOXD10 HRK HS3ST3A1 HS3ST3B1 HSDL2-AS1 HSF2BP HSPA9 HTR7P1 IARS1 IBA57 IBA57-DT ID2 ID2-AS1 ID3 IDE IDH1 IDH1-AS1 IER3-AS1 IGBP1 IGF2BP1 IGFBP5 IMP4 ING2 ING2-DT INSM1 INVS IQCH-AS1 ISL1 IST1 ITFG2 ITFG2-AS1 ITGA7 ITGAV JAGN1 JMJD8 KANSL1 KAT6B KCMF1 KCNK1 KCTD15 KIAA1958 KIF23-AS1 KIF4A KIFAP3 KIFBP KLHL13 LARP1 LCA5 LCOR LDHA LIAS LIG3 LINC00649 LINC00923 LINC01411 LINC02817 LINC02934 LMO4 LRRC1 LRRC46 LRRC7 LRRC8C LRRC8C-DT LRSAM1 LTB4R2 MACIR MAGOH-DT MAILR MAN2A2 MANBA MAP3K12 MAPK4 MAPKAPK5 MAPKAPK5-AS1 MARCHF7 MASTL MAT2A MATR3 MCC MCRS1 MDM2 MDN1 MECOM MED27 MIDN MIF4GD MIR1915 MIR193BHG MIR3651 MIR4674 MLLT10 MMUT MON2 MORF4L1 MPV17 MRPL24 MRPL33 MRPL43 MSL2 MTCP1 MVP-DT MXI1 MYCN MYL12-AS1 MYL12B MYO19 MZT2B NAA38 NAGK NAMPT NAMPT-AS1 NDEL1 NDOR1 NDUFAF6 NEK8 NELL2 NEO1 NEUROG1 NFIA NIFK-AS1 NMT2 NOP2 NOP56 NPR3 NPTX1 NR2F1 NR2F2 NR3C1 NRP1 NRP2 NRSN2-AS1 NSUN4 NT5C3B NUDCD2 NUP133-DT OAT ODAD2 OSGEPL1 OSGEPL1-AS1 OXCT1-AS1 PABPN1 PANK1 PANK1-AS1 PANTR1 PAOX PARD3 PARD3-DT PARP6 PARP8 PAXX PBRM1 PDCD6IP PDE4D PDE5A PDLIM1 PFKFB3 PFKP PHACTR2 PHF19 PHF3 PHF8 PIERCE1 PIP4K2A PKM PLXDC1 PMAIP1 PNCK POLL POLR1A POLR3A POLR3C POP4 POU3F2 PPM1D PPP1R12A PPP1R12A-AS1 PPP4R3B PRCP PRKAA1 PRKAB1 PRSS23 PRSS23-AS1 PSME4 PSPH PTGES3L PTGES3L-AARSD1 PTMA PTPN4 PTPRG PVT1 RACK1 RAD1 RAMAC RASGEF1B RBBP7 RBM15-AS1 RBM39 RDX REPIN1 RERE REV3L RFTN1 RHBDD3 RMND1 RMRP RNF113A RNF115 RNF145 RNF217 RNF217-AS1 RNF43 RNF44 RNFT2 RNU6-920P RPL26 RPL37 RPL4 RPL5 RPL7L1 RPL9 RPRD2 RPS15 RPS19 RPS24 RPS28 RPS4X RPS8 RSL24D1 RUNDC1 RUSC1 RUSC1-AS1 S100A10 S100A13 SAFB SAMD4B SARS2 SATB2 SCAND2P SCAP SEC11A SEMA3D SERTAD4 SERTAD4-AS1 SET SFT2D1 SH3YL1 SIRT5 SLC24A1 SLC35A2 SLC35F5 SLC38A1 SLC38A2 SLC6A8 SLCO5A1 SLCO5A1-AS1 SLIT2 SMAD6 SMAD7 SMAP2 SMC5-DT SMCHD1 SMPD4 SNAP29 SNHG4 SNORA80B SNORA84 SNORD38A SNORD38B SNORD46 SNORD65 SNORD96A SP2-DT SPAG5-AS1 SPATA4 SPRING1 SPRYD4 SPTBN1 SRSF1 SRSF3 SSR1 ST3GAL5 STARD7 STIM1 STIM1-AS1 STK26 STN1 SUPT5H SUV39H2 SUV39H2-DT SVIL SYNCRIP TACO1 TARBP2 TBC1D13 TBC1D7 TEN1 TEN1-CDK3 TFAP2A TFIP11 TGIF1 THAP7 THAP7-AS1 THOC7 TIMM29 TIMM8A TIPARP TLCD1 TLCD3A TLE3 TLE4 TLE6 TLK1 TM7SF3 TMED2 TMEM11 TMEM11-DT TMEM132E TMEM132E-DT TMEM203 TMEM30A TMEM30A-DT TMEM33 TMEM51 TMEM51-AS1 TNRC6C TOB2 TOP2A TPRA1 TPRN TRAF3IP2-AS1 TRAF4 TRAPPC1 TRIM37 TRIM7 TSPAN31 TTC41P TTLL2 TUBA1B TUBB TUBB4B TUBGCP4 TWNK TXNL1 TYRP1 UBAC2 UBL7-DT UBXN4 UGCG UPF1 UQCC6 USP48 VEZT VIRMA-DT VPS37A VPS72 WBP1 WBP4 WDR26 WDR31 WDR62 WDR7 WDR93 WDSUB1 XIAP XIST YAE1-DT YIPF2 YME1L1 YWHAE ZBTB18 ZC3H15 ZDHHC16 ZDHHC7 ZEB1 ZEB1-AS1 ZFAND4 ZFHX4 ZFP30 ZFP37 ZMIZ1 ZMIZ1-AS1 ZNF181 ZNF227 ZNF236 ZNF26 ZNF345 ZNF398 ZNF44 ZNF444 ZNF503 ZNF503-AS2 ZNF521 ZNF529 ZNF569 ZNF570 ZNF608 ZNF655 ZNF778-DT ZNF790 ZNF804A ZSCAN26 ZSCAN29 ZWILCH ZWINT BAHD1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BAHD1_TARGET_GENES AKR1B1P1 ARGFXP1 CHFR CRAT37 CYSLTR2 ENO1 ENO1-AS1 GARS1-DT GNPTG H2BP8 LINC01600 LINC01717 LINC02133 LINC02397 LOC124900473 MIR466 MIR7-3 MIR7-3HG MTND2P29 OTOA PENK PENK-AS1 PIP5K1C PRKAG2 RHPN2 RN7SL474P RNF130 RPL23AP55 RPL35AP30 RPL7L1P19 SERPINB13 SNAP25-AS1 SNAP91 TMEM233 TOMM20P4 TSR3 TUBGCP5 ZNF227 ZNF404 ZNF573 ZNF75A BANP_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BANP_TARGET_GENES ABCC10 ABCF2 ABHD18 ABI1 ACADSB ACCS ACO2 ADAT1 ADISSP ADNP ADNP2 ADSS2 AGA AGBL3 AHCTF1 AHSA1 AKAP1 AKAP1-DT AKAP11 AKT1S1 ALKBH2 ANAPC5 ANKFY1 ANKRD13C ANKRD49 ANKRD54 ARF3 ARFIP2 ARPC4 ARPC4-TTLL3 ASH2L ASNSD1 ASPH ASXL1 ATF2 ATF4 ATF7 ATF7-NPFF ATG4A ATN1 ATP5F1C ATP5MC1 ATP5PB ATPSCKMT AURKAIP1 B2M BAALC-AS1 BANF1 BANP BAZ2A BAZ2B BBS5 BCAS3 BCLAF1 BDNF-AS BLVRB BRI3 BTBD10 BTN2A3P BUB1B BZW1 C11orf54 C1orf74 C21orf62-AS1 C4orf46 C5orf24 C6orf120 C6orf89 CAB39L CACYBP CAMK2D CAND1 CBY1 CCDC28A CCDC28A-AS1 CCDC47 CCDC77 CCM2 CCNC CCNG1 CCNH CCNT1 CCT5 CCT6A CCT8 CD2AP CD2AP-DT CDC123 CDC20 CDC20-DT CDC26 CDC5L CDC6 CDH13-AS2 CDK12 CDKN2D CENPC CENPT CENPU CEP128 CEP350 CERS5 CETN2 CHAF1A CHUK CHUK-DT CHURC1 CHURC1-FNTB CIAPIN1 CIP2A CKS1B CLIC1 CLP1 CLPB CLPTM1 CNNM2 CNPY2 CNTROB COASY COPB2 COPB2-DT COPS3 COQ9 COX11 COX7B CPSF3 CREBZF CSDE1 CTDP1 CUL3 CUL5 CYB561D1 CYB5D1 DARS1 DBR1 DCAF11 DCAF16 DCAF6 DCAKD DCTN2 DDX19A DDX19A-DT DDX3X DDX42 DDX56 DDX60L DENR DFFA DGUOK DHFR2 DHX16 DHX37 DIDO1 DIS3 DMXL1 DMXL1-DT DNAAF11 DNAJB11 DNAJB4 DNAJC27 DNAJC27-AS1 DNTTIP2 DRG1 DSE DZIP3 EDEM3 EDRF1 EDRF1-DT EEF1G EFHC1 EHD1 EIF1AD EIF3L EIF4A2 EIF4A3 EIF5 EIF5B EMD EMP1 ENO4 ENSG00000255647 ENSG00000267052 ENSG00000268858 ENSG00000271860 ENSG00000274015 ENSG00000278390 ERCC6L2 ERCC6L2-AS1 ERGIC2 ERH ERICH6 ERICH6-AS1 ERLIN2 ESCO2 ETF1 ETFA ETFDH ETV5 EXOC8 EXOSC10 FAM111A FAM111A-DT FAM135A FAM174C FAM200B FAM216A FAM227A FAM76A FANK1 FASTKD2 FBXL19 FBXL5 FDPS FGFR1OP2 FHL1P1 FKBPL FSIP1 FTO FUBP1 FZD6 GAN GAS6-AS1 GAS8 GBF1 GCLC GDI2 GGA1 GGA3 GID8 GIPC2 GLCE GMPPA GNRHR2 GOLGA5 GOLGA8B GOLM2 GOLT1A GORASP2 GPATCH3 GPBP1 GPN3 GPR146 GPR19 GRK4 GRWD1 GSK3A GSTO2 GTF2A1 GTF2A1-AS1 GTPBP2 HBE1 HBG2 HCFC1R1 HCG14 HELQ HERC1 HHLA3 HIBCH HMBOX1 HMOX2 HNRNPH3 HNRNPK HOMER2 HSBP1 HSF1 HSPA4 HSPB6 HSPH1 HUWE1 ICAM4-AS1 ICAM5 IDH3G IFRD1 IFT27 IFT46 IFT74 IFT74-AS1 IFT80 IGSF5 IKZF5 IL10 IMP3 INKA2 INO80 INTS13 INTS9 IREB2 ITGB1BP1 JOSD2 KBTBD6 KBTBD8 KIAA1191 KIF18B KIF18B-DT KIF3A KIN KPNA2 KSR2 LARS1 LIM2-AS1 LIN37 LIN7C LINC01399 LINC03057 LPXN LRRC28 LRSAM1 LSM14A LSM8 LTV1 LUC7L2 LYRM7 LZIC MAD1L1 MAD2L1 MAD2L1-DT MAD2L1BP MAFF MAGOHB MAK16 MAP2K2 MAP3K7 MAPK14 MARCHF7 MATR3 MAU2 MBLAC2 MBTPS1 MBTPS1-DT MCCC2 MDH1B MDH2 MED1 MED22 METTL16 METTL2B MFSD8 MGME1 MGRN1 MICOS10 MICOS10-DT MICOS10-NBL1 MICU2 MIR3667HG MIR3912 MIR4470 MIR4482 MIR4734 MIR933 MKKS MMS22L MOB1A MORF4L2 MORF4L2-AS1 MPC2 MRE11 MRPL12 MRPL42P1 MRPL52 MRPL57 MRPS14 MRPS18B MRPS18C MRPS7 MSH5 MSH5-SAPCD1 MTAP MTFR1L MTHFD1 MTMR14 MTMR8 MTR MTRF1L MYSM1 NAA35 NAA38 NAA60 NANP NANS NCAPG NCL NCOA4 NDUFA11 NDUFA7 NDUFB6 NECAP1 NFATC3 NFIC NFYC NKAP NKRF NKTR NMNAT1 NMRAL1 NMT1 NOC3L NOL11 NOL9 NOP14 NOP16 NOP58 NPM1 NPR3 NRBF2 NSDHL NSRP1 NSUN3 NUDT19 NUDT19-DT NUDT2 NUDT5 NUP133-DT NUP37 OFD1 OR51B5 PA2G4 PABIR1 PARP2 PARPBP PATL2 PAXBP1 PCMTD1 PCMTD1-DT PDE12 PDRG1 PEX11B PFDN6 PFKFB2 PHB1 PHF12 PHF5A PIBF1 PIGN PIH1D1 PIK3R2 PIPOX PKIG PLSCR1 PNN POLA2 POLDIP3 POLE POLR1C POLR2B POLR2E POLR3G POP7 PPCDC PPIL3 PPM1G PPOX PPP1R10 PPP1R12A PPP1R15A PPP4R3B PPP4R3B-DT PRDX1 PRH1 PRKAB1 PROSER3 PRPF19 PRPF19-DT PRPF4 PRR4 PSMD10 PSMD2 PSMD5 PSMD9 PSPH PTGES3 PTGR2 PTPN1 PTPN4 PTRH2 PUF60 PURA PXMP2 QRICH1 R3HDM1 RAB1B RAB33B RAB33B-AS1 RAB35-AS1 RAB5C RACGAP1 RALBP1 RAMAC RAPGEF6 RBM15 RBM26 RBM26-AS1 RBM39 RBPJ RC3H2 RCC1 RELCH RFC3 RFC5 RHOC RIBC1 RIBC2 RIC8B RICTOR RMI1 RNF121 RNF167 RNPC3 RNPC3-DT RNU12 RPA3 RPGRIP1L RPIA RPL10A RPL12 RPL17 RPL17-C18orf32 RPL23A RPL24 RPL26 RPL27A RPL4 RPL7A RPP38 RPPH1 RPS11 RPS15 RPS15A RPS19 RPS2 RPS28 RPS3A RPS6 RPS7 RPS9 RRAGA RSL24D1 RTBDN RXRB SAP18 SAXO1 SBNO1 SC5D SCAMP3 SCAMP5 SCML1 SEC22C SEC23B SEC31A SEC62 SENP7 SEPTIN10 SEPTIN7 SEPTIN7-DT SERBP1 SETD5 SETDB2 SF1 SF1-DT SGSM2 SHC1 SHPRH SIL1 SIPA1L1 SKA3 SLC12A2 SLC12A2-DT SLC15A4 SLC25A11 SLC25A26 SLC25A33 SLC35B4 SLC39A1 SLC39A7 SLC39A9 SLC7A7 SLU7 SLX4IP SMARCA5 SMARCAD1 SMARCAD1-DT SMARCAL1 SMARCD2 SMC1A SMC1B SMC4 SMG5 SMG7 SMG7-AS1 SMNDC1 SNHG16 SNHG3 SNHG9 SNORA78 SNORD2 SNORD27 SNORD42B SNORD58B SNRNP70 SNRPC SNRPG SNX5 SOWAHC SPC25 SPDL1 SPRTN SPTBN4 SPTY2D1 SRCAP SRP19 SRRT SRSF10 SRSF5 SSR1 SSR4 STK38L STRIP1 STXBP4 STXBP5-AS1 STYXL1 SUCLG1 SUGP1 SUGT1 SUGT1-DT SUPT16H SUPT5H SVIP TAB3 TADA3 TAF1D TAF7 TAOK1 TARDBP TAS1R1 TAS2R14 TASOR2 TBC1D17 TBC1D5 TBCCD1 TCEANC2 TCF3 TECPR1 TERC TEX9 TGOLN2 THADA THAP1 THAP2 THAP7 THAP7-AS1 THAP9 THAP9-AS1 THTPA THUMPD3-AS1 TIMM10B TIMM22 TIPIN TMCO1 TMCO1-AS1 TMED7 TMED7-TICAM2 TMEM102 TMEM107 TMEM11 TMEM11-DT TMEM18 TMEM183A TMEM209 TMEM245 TMEM44-AS1 TMEM59 TMEM79 TP53 TP53RK TP53RK-DT TPD52L2 TRA2A TRAPPC1 TRAPPC2 TRAPPC2B TRIM37 TROAP TSPYL1 TSPYL4 TSR1 TTC14 TTC14-DT TTC23 TTC32 TTC32-DT TUBGCP5 TUBGCP6 TXNDC9 TXNL1 TYW1 U2SURP UBE2D2 UBE2D3 UBE2D3-AS1 UBR3 UFC1 UGGT2 UHRF2 UIMC1 ULBP3 UMAD1 UPF3A UPF3B USP39 USP53 USP54 UXT-AS1 VDAC3 VIPAS39 VMP1 WBP1L WDR19 WDR27 WDR44 WDR46 WDR59 WDR6 WDR73 WDR77 WDR89 WRAP53 WWOX XNDC1N XPC YIPF3 YOD1 ZC3H12A ZCCHC14 ZDHHC5 ZFC3H1 ZFHX2 ZFHX4 ZFHX4-AS1 ZFP91 ZFP91-CNTF ZKSCAN2 ZKSCAN2-DT ZKSCAN5 ZNF219 ZNF286A ZNF286A-TBC1D26 ZNF286B ZNF317 ZNF337-AS1 ZNF346 ZNF414 ZNF416 ZNF547 ZNF559 ZNF559-ZNF177 ZNF566 ZNF566-AS1 ZNF609 ZNF79 ZNF827 ZRANB3 ZW10 ZWILCH ZZZ3 BARHL1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BARHL1_TARGET_GENES A2M-AS1 AAMP ABCB8 ABCF2 ABHD14A-ACY1 ABHD14B ABHD2 ABI2 ABT1 ACAT2 ACP6 ACTB ACYP2 ADAL ADAM15 ADAR ADAT1 ADK ADPGK AFF1 AGR2 AHCTF1 AHSA1 AIMP1 AK6 AKAP3 AKT1S1 ALDH1A2 ALOXE3 ANAPC2 ANKRD37 ANLN ANXA2 AP1G1 AP2A1 AP3M1 APOA1-AS APOLD1 APTX ARAP1 AREL1 ARFGAP2 ARHGAP32 ARHGEF37 ARID4A ARL14EP ARL4A ARL6IP6 ARMC1 ARMC10 ARMH4 ARPC5L ASAH2B ASB16-AS1 ASB6 ASIC1 ASNSD1 ATAD1 ATAD3B ATG4C ATG7 ATOSA ATP5F1A ATP5MJ ATP6V1D ATP8A1 ATP8A1-DT ATRIP B9D2 BAP1 BAZ2B BBS9 BCAR3 BCAS3 BCDIN3D-AS1 BCL10 BCL10-AS1 BCLAF1 BDP1 BECN1 BFSP1 BIN3 BLOC1S1 BLOC1S4 BLOC1S5 BLOC1S5-TXNDC5 BMT2 BNIP3L BOD1 BORCS5 BRAF BRCA1 BRD2 BRK1 BRMS1 BRPF1 BTF3 BTF3-DT BTN3A2 BUB1B BZW1 C15orf61 C17orf49 C1D C1orf105 C1orf109 C1orf21 C2orf76 C2orf92 C5orf15 C6orf120 C7orf50 C9orf78 CA11 CAAP1 CACTIN CAGE1 CALM2 CAPS2 CASP6 CATSPERD CCDC115 CCDC124 CCDC163 CCDC191 CCDC51 CCDC7 CCDC78 CCDC86 CCNA2 CCNB1 CCNI CCNK CCNT2 CCNT2-AS1 CCPG1 CCT6A CCT8 CD2BP2 CDC26 CDCA5 CDCA7L CDK11A CDK11B CDK13 CDK13-DT CDK5 CDK5RAP1 CDKL3 CDKN1B CENPBD2P CENPK CENPL CENPQ CENPS CENPS-CORT CEP350 CEP57 CEP83 CERCAM CERNA3 CERS6 CETN3 CFAP410 CFAP57 CFAP61 CFDP1 CFL1P1 CGGBP1 CHEK1 CHMP4B CHP1 CHRAC1 CIDECP1 CISH CKS1B CLCN3 CLCN6 CLEC16A CLNS1A CLPX CLRN3 CMPK1 CNBD2 CNOT1 CNOT7 CNOT8 CNOT9 CNTD1 CNTRL COA3 COASY COG2 COG8 COL17A1 COMMD3 COPS8 COPS8-DT COPZ1 COQ5 COQ7 COQ7-DT CORO2A COX10 COX10-DT COX15 COX18 COX20 COX5B COX6A1 COX7A2L CPEB3 CPEB4 CRAT CRB3 CREBL2 CRELD1 CREM CRIPT CRKL CRNKL1 CSNK1A1 CSNK1G1 CSRNP2 CSRP2 CUEDC2 CUL5 CWC25 CYB561D1 CYB561D2 CYB5D1 CYP2S1 CYP4A22-AS1 CYREN CYTH2 DBF4 DBI DCAF11 DDIT4 DDX24 DDX46 DDX47 DDX51 DDX55 DECR1 DENR DFFA DGKA DGLUCY DHCR7 DHCR7-DT DHFR DHRS1 DHX33 DHX33-DT DHX40 DHX57 DIP2A DKK1 DLST DMTF1 DMTF1-AS1 DMXL1 DNAAF10 DNAJB1 DNAJB12 DNAJC2 DNAJC7 DNMT1 DNTTIP1 DOLK DPY19L4 DRC3 DSE DSTN DTX4 DUT DVL2 DXO DYNLL1 DYNLT1 DZANK1 E2F6 EBAG9 EBNA1BP2 EEF1A1 EEF1B2 EEF1E1 EEF1E1-BLOC1S5 EEPD1 EFCAB5 EFHC1 EGR1 EHBP1L1 EID2 EIF1 EIF1AY EIF2A EIF2AK4 EIF2B4 EIF2D EIF2S1 EIF2S2 EIF3B EIF3E EIF3J EIF3J-DT EIF3K EIF4A1 ELAC2 ELOB EMC2 EMC7 EME1 EMG1 EML4 ENDOV ENKUR ENSG00000224090 ENSG00000255647 ENSG00000268403 ENSG00000268858 EPHB4 EPM2AIP1 EPRS1 EPS8 ERCC5 ERG28 ERP29 ERP44 ESD ESR2 ESRP2 ESYT1 ETFA ETS2-AS1 EXD1 EXOSC1 EXOSC9 FAAP100 FADD FADS1 FAHD2A FAM118B FAM135A FAM161A FAM228B FAM76B FAM98B FAN1 FANCD2 FAU FBF1 FBXL13 FBXL18 FBXL19 FBXO16 FBXO45 FCF1 FDXR FHIT FKBP14 FNBP4 FOXM1 FSIP1 FTO FTSJ1 FTSJ3 FUT11 FXR1 FZR1 G3BP1 G3BP2 GABPB1 GABPB1-AS1 GAN GANAB GATC GCNT3 GDPGP1 GEMIN5 GFER GGA3 GIN1 GIRGL GLOD4 GMPPB GNL2 GNL3 GOLGA1 GOLM2 GOT1 GOT1-DT GPAM GPN2 GRIPAP1 GRPEL2 GSAP GSK3A GTF2B GTF2H4 GTF2IP12 GTF2IP13 GTF2IP20 GTF3C2 GTF3C2-AS2 GTPBP3 GUF1 GUK1 GZF1 H2AC15 H2AC16 H2AC6 H2AX H2BC15 H2BC16P H2BC4 H4C16 HACD3 HACL1 HAGHL HAUS2 HAUS5 HAUS5-DT HAVCR2 HBP1 HBS1L HDDC2 HDGF HECTD1 HELLS HEMK1 HERPUD2 HEXIM1 HIBADH HIBCH HIGD2A HIRIP3 HM13 HMG20A HMGCR HMGN2P46 HMOX2 HNRNPUL2 HNRNPUL2-BSCL2 HOXA-AS3 HOXA6 HPS4 HRAS HSDL2-AS1 HSP90B1 HSPA8P3 HSPA9 HTD2 IBTK ICE1 IDE IDI1 IFI27L1 IFNAR1 IFRD1 IFRD2 IFT172 IFT74 IGF2BP2-AS1 IGSF23 IK ILF3 ILF3-DT IMP4 INCENP INKA1 INKA2 INO80E INTS13 INTS14 IQCH-AS1 IQGAP1 IQGAP2 IRAIN IRF2 IRF2-DT IRF6 IRGQ ISCA1 ISY1 ISY1-RAB43 ITGA3 ITGA7 JAK2 JKAMP JMJD6 KANSL1 KCMF1 KCTD21 KCTD7 KDM1A KDM3A KDM5A KHSRP KIAA0319L KIAA1143 KIAA1958 KIAA2026 KIF15 KIF18B KIF18B-DT KIF3A KLC4 KLHDC10 KLHL12 KLHL7 KLHL7-DT KNTC1 KPNB1 KPNB1-DT KPTN L3HYPDH L3MBTL2 LAPTM4A LAPTM4A-DT LARP4 LARP7 LARS2 LDB1 LDHA LIN54 LINC00938 LINC01023 LINC01237 LINC01347 LINC01357 LINC01409 LINC01588 LINC02427 LINC02971 LLGL2 LMBRD2 LMF2 LMO7 LMTK2 LNPEP LOH12CR2 LONP1 LRFN4 LRIG2 LRP10 LRP2BP LRP6 LRRC28 LRRC40 LRRC56 LRRC57 LRSAM1 LSM8 LTBP3 LTBP4 LUC7L2 LYRM7 LYSET LYSMD3 MACC1 MAGOH MAGOH-DT MAGOHB MALINC1 MAML3 MAN2A1 MAN2A1-DT MANCR MAP3K11 MAP3K5 MAP3K8 MAP4 MAP4K1 MAPKAPK3 MARCHF3 MARCHF5 MATCAP2 MBD1 MBNL1 MDN1 MECR MED27 MED6 MED7 MEPCE MET METTL14 METTL14-DT METTL23 MFN1 MFSD14B MGRN1 MGST1 MIA3 MIB2 MIF4GD MIR194-1 MIR194-2HG MIR3124 MIR375 MIR4258 MIR4519 MIR4638 MIR4727 MIR4734 MIR4999 MIR5188 MIR760 MIR762HG MLEC MLH1 MLLT3 MMAB MMACHC MMUT MOCS2-DT MOK MON1A MORN2 MORN4 MOSPD3 MPHOSPH9 MRM3 MROH8 MRPL1 MRPL18 MRPL2 MRPL27 MRPL36 MRPL4 MRPL44 MRPL49 MRPL55 MRPL57 MRPS12 MRPS22 MRPS7 MSH3 MSL2 MTG2 MTHFR MTHFS MTIF3 MTMR9 MTRFR MTTP MUL1 MVK MYPOP MZF1 MZT2A NAA38 NAA40 NABP2 NAF1 NAGA NAGK NANS NAPA-AS1 NARS2 NBR2 NCAPH2 NCBP1 NCBP2 NCBP2AS2 NCDN NCKAP5L NDC1 NDUFA2 NDUFAF1 NDUFB2 NDUFS1 NDUFV3 NEDD9 NEK1 NEK8 NEMF NFE2L2 NFKB2 NFKBIZ NFU1 NFYC NFYC-AS1 NHLRC3 NIF3L1 NIP7 NIPA2 NIPBL NMRAL1 NOC4L NOD1 NOL11 NOLC1 NOP16 NOP9 NPHP1 NPRL2 NR2F2 NRAS NT5C NT5C3A NTMT1 NUBP2 NUBPL NUBPL-DT NUCB2 NUDT3 NUP153 NUP155 NUP188 NUP205 NUP214 NUP42 NUTF2 ODAD1 ODAD3 ODR4 ORC2 ORMDL3 OSBPL11 OSBPL1A OSBPL8 OTUB1 OTUD6B P3H2 P3H2-AS1 PABIR1 PAFAH1B1 PAFAH1B2 PAFAH1B3 PARP2 PARP3 PARP4 PAXIP1 PBRM1 PCBP1 PCBP1-AS1 PCBP2 PCBP4 PCCB PCDH1 PCIF1 PCNX3 PCOLCE PCOLCE-AS1 PDE4D PDE7A PDE7A-DT PEAK1 PELATON PEX1 PFAS PFKM PGBD4 PHAX PHB2 PHF7 PHKG2 PIERCE2 PIGC PIGG PIGO PIGO-AS1 PIGT PIGU PIK3C2A PIK3R4 PIKFYVE PINX1 PINX1-DT PKIB PKM PLAA PLAC8 PLEKHA8 PLK2 PLS1 PMF1 PMF1-BGLAP PMS2CL PNKD PNO1 PNPLA6 POC5 POLDIP3 POLG POLG-DT POLG2 POLR1C POLR2A POLR2E POLR2H POLR2K POLR3F POM121 PON3 POP4 PPAN PPAN-P2RY11 PPHLN1 PPIC PPIG PPIH PPIL3 PPIP5K2 PPOX PPP1R11 PPP1R12B PPP1R14B PPP2R3B PPP2R3C PPWD1 PRDM1 PRH1 PRKCSH PRKG1-AS1 PRMT5 PRMT5-DT PRORP PROSER1 PRPF4 PRPF40A PRPF40B PRPF6 PRR4 PSAP PSD PSD3 PSMA3-AS1 PSMB6 PSMC2 PSMC5 PSMD13 PSME3 PSMF1 PSPH PSTK PTMA PTPA PTPN11 PTPRA PTPRO PUM3 PWP1 PXN-AS1 QTRT1 QTRT2 RAB11B RAB11B-AS1 RAB8B RABGAP1L RABGAP1L-DT RABGEF1 RABIF RACGAP1 RAD17 RAD18 RAD51 RAD51-AS1 RANBP1 RANBP2 RANGAP1 RASGEF1B RASSF1 RASSF1-AS1 RAVER1 RBM22 RBM34 RBM42 RBM47 RBM48 RCC1 RCCD1 RCE1 RCHY1 RECQL5 REG4 REX1BD RFC1 RFX2 RGS2 RHBG RHEB RHNO1 RHOF RILP RIMKLB RIOK1 RLF RMDN1 RN7SKP114 RN7SKP175 RN7SL521P RNASEH1 RNASEH1-DT RNF10 RNF14 RNF213-AS1 RNF216 RNF7 RNU12 RNU4-2 RNU5D-1 RNU5E-6P ROCK1 RPA3 RPAP2 RPGRIP1L RPIA RPL12 RPL14 RPL18 RPL24 RPL29 RPL31 RPL34 RPL34-DT RPL35 RPL39L RPL6 RPL7L1 RPLP0 RPN2 RPP14 RPPH1 RPRD1B RPS13 RPS15A RPS18 RPS20 RPS27L RPS29P16 RPS6KB2 RPS7 RPS8 RPUSD4 RRM1 RRP15 RRP9 RSL24D1 RUSC1 SAE1 SAP30BP SARS2 SCAF1 SCAF11 SCAND1 SCARB2 SDAD1 SDAD1P1 SDC1 SDCBP2 SDR39U1 SEC11C SEC22C SEH1L SELENOW SENP1 SEPHS2 SEPSECS SEPSECS-AS1 SEPTIN7P13 SEPTIN7P14 SEPTIN7P2 SERF2 SERP1 SERPINB5 SETD3 SF3B6 SFSWAP SGF29 SH2B1 SH2D7 SH3BP5L SH3D19 SH3RF2 SHC1 SHLD3 SIPA1L1 SIRT3 SKA3 SKIDA1 SKOR1-AS1 SKP2 SLC16A13 SLC24A1 SLC25A1 SLC25A40 SLC27A5 SLC30A6-DT SLC33A1 SLC35B1 SLC35E3 SLC35F5 SLC38A1 SLC38A6 SLC38A9 SLC3A2 SLC4A2 SLC50A1 SLC9A1 SLC9B1 SMNDC1 SMU1 SNHG1 SNHG12 SNHG15 SNHG16 SNHG17 SNHG3 SNHG5 SNHG8 SNORA16A SNORA24 SNORA9 SNORD12C SNORD1C SNORD25 SNORD26 SNORD27 SNORD28 SNORD46 SNORD54 SNORD55 SNRPE SNTB2 SNX11 SNX17 SNX30 SNX30-DT SNX8 SOCS4 SOS1 SPATA7 SPATS2 SPG21 SPG7 SPHK2 SPNS1 SPPL3 SPRY4 SPRY4-AS1 SPSB3 SPTLC1 SRCAP SRRD SRRM5 SRSF1 SRSF11 SRSF9 SSBP1 SSNA1 ST3GAL2 STAG3L5P STAG3L5P-PVRIG2P-PILRB STARD10 STARD3NL STARD9 STAT1 STIM2 STK11IP STK19 STK40 STMP1 STX18 STX18-AS1 STYK1 SUDS3 SUPT3H SYK SYPL1 TADA1 TAF10 TAF13 TAF1D TAF6L TAF9 TARS1 TARS1-DT TAS2R14 TASOR2 TAX1BP1 TBC1D16 TBC1D17 TBC1D19 TBCK TBL2 TBX3 TCP1 TENT4A TFIP11 TFIP11-DT THAP6 THNSL1 THRAP3 THTPA THUMPD1 TIAL1 TICRR TLCD1 TM2D1 TM9SF4 TMA7 TMC5 TMCC1 TMCC1-DT TMCC3 TMED10 TMEM101 TMEM116 TMEM128 TMEM144 TMEM160 TMEM167B TMEM248 TMEM267 TMEM52 TMEM69 TMEM91 TMEM9B TMEM9B-AS1 TMOD3 TMUB2 TNIP1 TNKS TOB2 TOM1L2 TOMM20 TOMM40 TOP1 TP53RK TP53RK-DT TPD52L2 TPK1 TPR TRABD2A TRAPPC13 TRIAP1 TRIM23 TRIM37 TRIM41 TRIM52 TRIM56 TRMT10A TRMT10C TRMT2A TRMT5 TRUB1 TSEN2 TSPYL1 TSTD2 TTC1 TTC23 TTC32-DT TTC41P TTC9C TTI1 TTLL5 TTPAL TUBGCP3 TUBGCP6 TUFM TULP3 TXN2 TXNDC11 UBAP2 UBC UBE2B UBE2D3 UBE2D3-AS1 UBE2V1 UBXN1 UBXN4 UEVLD UIMC1 UMAD1 UQCC5 UQCC6 UQCR10 URB1 URB1-AS1 USO1 USP14 USP20 USP21 USP35 USP36 USP37 USP38 USP38-DT USP53 USP54 VARS2 VDAC3 VIPAS39 VPS28 VPS33A VPS37A VPS4B VPS52 VRK3 VTRNA1-2 WASL WDCP WDHD1 WDR27 WDR37 WDR4 WDR53 WDR5B WDR5B-DT WDR6 WDR74 WDR83 WDR83OS WEE2-AS1 WFDC3 WWC1 WWTR1 WWTR1-AS1 XPO1 XPOT XRCC1 YEATS4 YIPF3 YIPF7 YJU2B YTHDC1 YTHDC2 YTHDF3 YWHAE YWHAH ZBED3 ZBED3-AS1 ZBTB4 ZBTB48 ZC3H10 ZC3H3 ZCCHC8 ZCRB1 ZCWPW1 ZDHHC16 ZFAND1 ZFAND2A ZFAND2A-DT ZFAS1 ZFHX2 ZFP62 ZFPL1 ZFYVE26 ZGRF1 ZHX1 ZHX1-C8orf76 ZKSCAN8 ZMAT2 ZMAT5 ZNF143 ZNF181 ZNF2 ZNF200 ZNF212 ZNF213 ZNF213-AS1 ZNF23 ZNF250 ZNF252P ZNF252P-AS1 ZNF26 ZNF33B ZNF341-AS1 ZNF384 ZNF394 ZNF398 ZNF44 ZNF460 ZNF460-AS1 ZNF473 ZNF514 ZNF561 ZNF561-AS1 ZNF576 ZNF589 ZNF654 ZNF669 ZNF687 ZNF688 ZNF689 ZNF692 ZNF692-DT ZNF721 ZNF770 ZNF774 ZNFX1 ZNHIT3 ZNRD2 ZNRD2-DT ZSCAN2 ZSCAN5A ZSCAN5A-AS1 BARX1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BARX1_TARGET_GENES A2ML1 AAAS AASDH AATF ABCA15P ABCA7 ABCC10 ABCF1 ABCF2 ABHD11 ABHD17B ABHD2 ACLY ACP6 ACSL1 ACTL6A ACTN4 ADAMTSL5 ADGRE2 ADIPOR1 ADK ADM AFG1L AGAP2-AS1 AGL AIFM1 AK2 AKR1A1 ALCAM ALDH4A1 ALDOA ALG5 ALKBH2 AMN1 ANAPC15 ANAPC16 ANAPC5 ANGEL1 ANGEL2 ANKHD1 ANKHD1-DT ANKHD1-EIF4EBP3 ANKMY2 ANKRD24 ANKRD27 ANP32A ANXA2R AP1M1 AP1M2 AP2B1 AP3B1 AP4M1 AQR ARAP1 AREG ARF6 ARFIP2 ARHGAP11A ARHGAP11A-DT ARHGAP19 ARHGAP19-SLIT1 ARID4B ARL1 ARL16 ARL4A ARL6IP1 ARMC8 ARMH1 ARMT1 ARNT ARPC5L ARRDC4 ASB16-AS1 ASCC1 ASTE1 ASXL1 ATF2 ATF3 ATF5 ATF7IP ATG13 ATG4C ATL2 ATOSB ATP5F1A ATP5F1B ATP5MC3 ATP5PF ATP5PO ATP6V0D1 ATP6V0D1-DT B3GALNT2 B4GALT3 B9D1 BANP BCL2L14 BCL6 BDNF-AS BLCAP BLOC1S1 BLOC1S3 BNIP1 BORA BORCS5 BRF1 BRK1 BRPF1 BSCL2 BSDC1 BTBD10 BTF3 BTF3-DT BTF3L4 BTN2A1 BTN3A1 BUB1B BUB3 BZW1 BZW2 C11orf71 C12orf60 C14orf119 C15orf40 C17orf100 C18orf32 C19orf38 C1orf109 C5orf15 C6orf52 C9orf43 C9orf64 C9orf85 CACTIN CAGE1 CALR CAPZA2 CARD8 CASZ1 CBX8 CCDC124 CCDC125 CCDC127 CCDC134 CCDC146 CCDC15 CCDC163 CCDC186 CCDC191 CCDC192 CCDC25 CCDC30 CCDC9 CCNL1 CCT3 CCT6A CD164 CD320 CDC20 CDC20-DT CDC26 CDC37 CDC40 CDC45 CDCA2 CDCA5 CDCA7L CDCA8 CDH17 CDIPT CDIPTOSP CDK12 CDK13 CDK5 CDKL3 CDKN1A CDKN2C CDKN3 CENPA CENPBD2P CENPE CENPF CENPN CENPQ CENPU CEP120 CEP131 CEP350 CEP41 CEP44 CEP89 CFAP418 CFAP69 CFLAR CHD4 CHM CIPC CISD3 CIT CKAP5 CKS1B CKS2 CLASP1 CLCN3 CLINT1 CLN3 CLPTM1 CLRN3 CLUAP1 CMC2 CMSS1 CNEP1R1 CNOT1 COA1 COG3 COL17A1 COLGALT1 COMMD6 COPG1 COPS5 COX6C COX7A2L CPSF2 CRELD1 CRIPT CROCCP2 CSNK1G1 CSNK2B CSPP1 CTDSPL2 CTDSPL2-DT CYRIB CYTH2 DCAF12 DCAF15 DCAF7 DCLRE1A DCP1A DCP1B DCTPP1 DDA1 DDIAS DDIT4 DDX20 DDX39B DDX39B-AS1 DDX46 DDX59 DEPDC1B DEPDC4 DERL2 DHX16 DHX34 DHX8 DIAPH1 DIAPH1-AS1 DLGAP5 DMAP1 DMXL2 DNAH2 DNAJC14 DNAJC19 DNAJC27 DNAJC27-AS1 DNM1L DNM1P35 DNM2 DNMBP DNMT1 DOCK8-AS2 DOHH DOLPP1 DPH5 DPH5-DT DPM3 DRAIC DRC3 DTWD1 DUS2 DUS4L DUSP12 DUT DXO E2F6 EDC3 EEPD1 EFCAB5 EFHC1 EFNA3 EFNA4 EFNA4-EFNA3 EHF EID1 EIF1 EIF2B2 EIF2B5 EIF3D EIF3F EIF4A2 EIF4G2 EIF5A2 EIF6 ELL3 ELOF1 ELP2 EMC10 EME1 EMP1 ENC1 ENSA ENSG00000232995 ENSG00000246308 ENSG00000261335 ENSG00000268460 ENSG00000268650 EPB41L5 ERAP1 ERCC1 ERH ERP29 ETFBKMT EVI5L EWSR1 EXO1 EXOC6B EXOC8 EXOSC8 FAAP24 FADS1 FAM114A2 FAM118B FAM13B FAM185BP FAM220A FAM227B FAM47E FAM47E-STBD1 FAM53C FAM83C-AS1 FAM83D FANCC FASTKD5 FAU FBXL12 FBXL18 FBXL9P FBXO15 FBXO16 FBXO33 FBXO8 FBXW7 FGD5-AS1 FGFR1OP2 FGFR4 FIBP FITM2 FKBP11 FKBP2 FKBPL FLAD1 FLCN FLJ20021 FLOT1 FOXA3 FOXP2 FRAT1 FUS FUZ FXYD5 GAB1 GABPA GALM GAPDHP25 GAR1 GAR1-DT GARIN5A GART GATAD2A GCLC GCN1 GDAP1 GDF9 GEMIN5 GFM1 GGPS1 GHDC GIN1 GINS1 GIPC1 GIPR GIT2 GLRX GLUD1P2 GMNN GNL1 GNS GON4L GPANK1 GPATCH2 GPR108 GPR19 GPR63 GPRC5D-AS1 GRB2 GRHPR GRK6 GSPT1 GTF2B GTF2H4 GTF3C2 GTF3C2-AS2 H2AC11 H2AC13 H2AC25 H2AX H2AZ1 H2AZ1-DT H2AZ2-DT H2BC11 H2BC13 H2BC26 H2BC9 H3C1 H3C2 H3C4 H3C7 H4C2 H4C8 HARBI1 HASPIN HAUS4 HAUS5 HAUS5-DT HAX1 HBP1 HBS1L HDAC5 HDGF HECTD1 HELQ HEXA HEXA-AS1 HGS HIBCH HIF1AN HIRIP3 HIVEP1 HJURP HLA-E HMGB1 HMGB2 HMGCS1 HNRNPAB HNRNPC HNRNPL HNRNPUL2 HNRNPUL2-BSCL2 HOXA-AS3 HSD11B1L HSD17B4 HSDL2 HSP90B1 HTD2 HTT HTT-AS HYAL2 HYCC2 IDI1 IER2 IER3-AS1 IER5 IFNAR1 IFRD2 IFT52 IGFL2-AS1 IK IKZF4 IL4I1 ILF2 ILF3 ILF3-DT INCENP INKA2 INO80C INO80E INTS10 INTS13 INTS2 IP6K1 IQCD IQGAP3 IRF2BP1 ISOC2 ITFG2 ITFG2-AS1 ITGA6-AS1 ITGA7 ITGAE ITGB8 ITPA ITPRIP IWS1 JARID2 JARID2-DT JPT1 JUP KANK1 KANSL3 KAT6B KAZALD1 KBTBD4 KCNIP2 KCNIP2-AS1 KCTD21 KCTD7 KCTD9 KDM4B KDM4C KDSR KHDRBS1 KHSRP KIF18A KIF3B KIF9 KIFC1 KITLG KLHDC10 KLHL18 KLHL20 KLHL26 KPNA2 KPNA6 KRT8 L3MBTL2 LACTB LAMA3 LAMP1 LARS2 LBR LDLR LEKR1 LENG8 LENG8-AS1 LGALS8 LGALS8-AS1 LIMA1 LINC00513 LINC00649 LINC01023 LINC01089 LINC01132 LINC02313 LINC02363 LINC02541 LINC02832 LINC02889 LINC02939 LINC02960 LMAN2L LMBRD1 LMO7 LOH12CR2 LRP10 LRP4-AS1 LRP6 LRPPRC LRR1 LRRC23 LRRC41 LSM4 LTA4H LZIC MAF1 MAGI1 MAN1B1 MAN1B1-DT MAP3K7 MAP3K8 MAP4 MAPK7 MAPKBP1 MARS2 MAVS MBLAC2 MBOAT7 MBTD1 MCCC1 MCM7 MCTP2 MCTS1 MDM4 MED17 MED18 MED31 MED8 MEMO1 MEST METTL15 METTL16 METTL2B METTL4 METTL7B MEX3C MFAP3 MFSD11 MGAT1 MIA2 MIA2-AS1 MICOS13 MIEF2 MINDY2 MINDY2-DT MIR320A MIR3677HG MIR3678 MIR4453HG MIR4512 MIR4519 MIR4999 MIR638 MIR762HG MIR933 MIRLET7I MIRLET7IHG MIS12 MIS18BP1 MKKS MLKL MMAB MMACHC MMUT MOK MOSPD3 MPLKIP MPV17L2 MROH8 MRPL1 MRPL13 MRPL15 MRPL24 MRPL27 MRPL32 MRPL43 MRPL45 MRPL45P2 MRPL49 MRPL54 MRPS15 MRPS18C MRTFA MSL2 MST1 MST1P2 MTARC2 MTBP MTF2 MTHFD2 MTMR10 MTMR12 MTOR MTX3 MVB12A MVK MXD3 MXI1 MYCBP2 MYG1 MZF1 MZT1 NAA15 NAPRT NARS1 NASP NCAPD3 NCK1 NCK1-DT NCL NCOA3 NCOR1 NDC1 NDC80 NDUFA11 NDUFA2 NDUFA3 NDUFA4 NDUFA6 NDUFA6-DT NDUFB1 NDUFB3 NDUFC1 NDUFS3 NEAT1 NEK2 NEU1 NFATC2IP NFATC4 NFE2L1 NFE2L1-DT NFYA NGRN NHLRC2 NHLRC3 NIF3L1 NIFK-AS1 NIT2 NKAPD1 NLK NMNAT1 NOCT NOP16 NOSIP NPTN NR2C2 NR6A1 NT5C3A NUBP2 NUCKS1 NUF2 NUP62 NUP88 NUP93 NUP93-DT NXN OARD1 OASL OAZ2 ODAD4 OGA OLMALINC OPA3 ORC2 ORMDL1 OS9 OSBPL10 OSBPL11 OSCAR OSTC OXSR1 PABIR1 PABPN1 PAK4 PARK7 PARL PBX3 PBX3-DT PCBP1 PCBP1-AS1 PCGF1 PCK2 PCLAF PCM1 PCSK9 PDCD4 PDE11A PDE12 PDE4A PET100 PEX12 PEX5 PFKM PGS1 PHF20 PHF23 PHRF1 PIF1 PIGF PIGM PIGN PIGO PIGO-AS1 PIH1D2 PIK3R3 PISD PITRM1 PKIA PLAC8 PLK1 PLK2 PLK3 PLSCR4 PMEL PMF1 PMF1-BGLAP PMS1 PMS2P4 PNRC2 POC1A POC5 POLE3 POLG POLG-DT POLM POLR1G POLR2A POLR2H POLR2M POLR3A POLR3D POLR3G POMP POP1 PPIL2 PPIL3 PPIP5K2 PPOX PPP1R13L PPP1R15A PPP1R37 PPP1R3F PPP2CA PPP2CA-DT PPP3CA PPP4R3B PPP4R3B-DT PPP6R1 PRCC PRCP PRDX1 PRELID3BP5 PRH1 PRKACA PRKAG1 PRKCI PRKRIP1 PRORSD1P PROSER1 PRPF31 PRPF4 PRR13P5 PRR15L PRR3 PRR4 PRRG2 PSMA2 PSMA4 PSMB1 PSMB10 PSMC3 PSMC3IP PSMD3 PSMD4 PSMD7 PSMD7-DT PSMD8 PSME2 PSORS1C1 PSPH PTPRK PUS1 PUS1-AS1 PWWP2A QPCTL QRICH1 QTRT2 R3HDM2 R3HDM2-DT RAB11B RAB11B-AS1 RAB3A RAB4B RAB4B-EGLN2 RAB5B RAB5IF RABGAP1L RABGAP1L-DT RABIF RAD51AP2 RAD52 RAPGEF6 RBAK RBAK-RBAKDN RBFA RBM15 RBM15-AS1 RBM27 RBM6 RBM7 RBMS2 RBPJ RELCH RFC3 RFX1 RGL2 RGS16 RGS5 RGS9BP RHBDD3 RHOQP1 RIC8B RIDA RIOK1 RMND1 RN7SL521P RN7SL688P RNF123 RNF139 RNF139-DT RNF181 RNF186-AS1 RNF31 RNGTT RNH1 RNPEP RNPS1 RNU1-117P RNU4-2 RNU6-1276P RNU6-1301P RNVU1-14 RPAIN RPAP3 RPAP3-DT RPH3AL-AS2 RPL10 RPL13A RPL22L1 RPL23 RPL27 RPL30 RPL30P11 RPL35 RPL36 RPL5 RPL7L1P8 RPL7P30 RPN2 RPP14 RPRD2 RPS25 RPS29 RPS3 RPS6 RPS8 RPSAP31 RPUSD3 RPUSD4 RRM2 RRP15 RSBN1 RSL24D1 RSPH1 RSPH1-DT RSRC1 RSU1 RTN4 RTRAF RUVBL1 RWDD1 S100A11 S100PBP SAE1 SAMD1 SAMD4B SAR1A SBDSP1 SBNO1 SCAF1 SCAMP1 SCAMP2 SCP2 SCYL2 SCYL3 SDE2 SDHA SECISBP2L SEH1L SENP1 SERP1 SETD1A SETD5 SFSWAP SGF29 SGO1 SGO1-AS1 SH2B3 SH2D3C SH3RF2 SHARPIN SHC1 SHC4 SIKE1 SIN3A SIRT4 SIRT6 SKOR1-AS1 SLC11A2 SLC16A1 SLC16A1-AS1 SLC25A42 SLC26A2 SLC27A5 SLC28A2-AS1 SLC2A1 SLC30A5 SLC30A9 SLC37A1 SLC39A6 SLC39A9 SLC4A2 SLC50A1 SLC52A3 SLX4IP SMAD7 SMARCAD1 SMARCAD1-DT SMC3 SMC5-DT SMG5 SMG9 SMIM31 SNAP23 SNAPC5 SND1 SND1-DT SNED1-AS1 SNORA21 SNORD12 SNORD15A SNORD16 SNORD18A SNORD59A SNORD84 SNRNP35 SNRPD2 SNX10-AS1 SON SOX2-OT SP1 SP2 SP2-DT SP4 SPAG5 SPAG5-AS1 SPAG7 SPATA17 SPC25 SPECC1 SPNS1 SPRED2 SPRTN SPRY4 SPRYD4 SPSB3 SPTLC2 SRP54 SRP54-AS1 SRRM2 SRRM2-AS1 SRRT SRSF2 SSBP1 ST13 ST3GAL4 STAG3L4 STARD10 STARD4 STARD5 STIM2 STIM2-AS1 STK19 STK35 STX12 STX3 STYX SUB1 SUCLG1 SUGCT SUN1 SUPT16H SYMPK SYNCRIP SYNGR4 SYVN1 SZT2 TAB1 TAF10 TAF12 TAF12-DT TAF15 TAGLN2 TAMM41 TANC1 TAOK3 TARDBP TARS1 TARS1-DT TAS2R14 TAX1BP1 TBP TBX3 TCP11L2 TDRKH TDRKH-AS1 TEDC1 TEF TEX2 TFPT TGDS THAP2 THAP7 THAP7-AS1 THBS4 THRAP3 THUMPD3-AS1 TIAL1 TICRR TIMM10B TIMM21 TIMM22 TIMM50 TIPARP TIPARP-AS1 TIPRL TJP3 TMA16 TMC3-AS1 TMED1 TMED2 TMED4 TMEM102 TMEM106C TMEM116 TMEM126A TMEM134 TMEM143 TMEM160 TMEM165 TMEM170A TMEM18 TMEM192 TMEM198B TMEM202-AS1 TMEM208 TMEM218 TMEM39B TMEM53 TMEM79 TMEM87B TMUB2 TMX4 TMX4-AS1 TNFSF9 TNKS1BP1 TNPO3 TOM1L2 TOMM22 TOMM22-DT TOMM40L TOP2A TPCN1 TPI1P2 TPK1 TPX2 TRA2A TRAPPC4 TRAPPC6A TRAPPC9 TRIM37 TRIP10 TSACC TSEN34 TSPAN31 TSPAN8 TSSC4 TTC9C TTLL13 TUBA1B TUBA1B-AS1 TUBA1C TUBGCP6 TUFT1 TULP3 TUT7 TWNK TXK TXN2 TXNDC12 TXNL4A TYK2 TYW1B UBALD2 UBE2B UBE2C UBE2D3 UBE2D3-AS1 UBE2H UBE2Z UBL3 UBL5 UBN2 UBOX5 UBP1 UBXN7 UFD1 UGP2 UGT2B7 UNC13D UNC45A UPP1 UQCRH UQCRQ USP30 USP35 USP36 USP53 USPL1 UTP18 UTP3 UVSSA VAMP1 VAPA VARS2 VCL VMAC VPS18 VPS26B VPS39 VPS39-DT VPS4B VTI1A VTRNA1-2 WASF1 WASF2 WBP11 WDCP WDR37 WDR43 WDR55 WDR5B WDR5B-DT WDR74 WEE2-AS1 WWP1 WWP2 XAB2 XPNPEP3 XPO1 XPOT XRCC2 YARS1 YEATS4 YWHAQ ZBTB22 ZBTB3 ZBTB40 ZBTB41 ZBTB45 ZC3H4 ZDHHC12 ZDHHC12-DT ZDHHC17 ZDHHC5 ZDHHC6 ZFC3H1 ZFPL1 ZFYVE27 ZHX1 ZHX1-C8orf76 ZNF106 ZNF131 ZNF181 ZNF184 ZNF2 ZNF398 ZNF444 ZNF446 ZNF48 ZNF484 ZNF514 ZNF56P ZNF57 ZNF584 ZNF627 ZNF628-DT ZNF672 ZNF684 ZNF709 ZNF747 ZNF770 ZNF775 ZNF785 ZNF786 ZNF823 ZNF860 ZNRD2 ZNRD2-DT ZSCAN20 ZSWIM4 ZWINT BARX2_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BARX2_TARGET_GENES AADACP1 AARS1 AARS2 AASDHPPT AASS ABCA7 ABCB8 ABHD17B ABHD2 ABT1 ACAA1 ACAA2 ACAT2 ACBD4 ACKR2 ACOT8 ACOX3 ACTG1P25 ACTL6A ACTMAP ACTN1 ACTN1-DT ACTR1B ACYP1 ADAL ADAMTSL4-AS1 ADAMTSL5 ADAP1 ADCK5 ADGRF3 ADPGK ADPGK-AS1 AEN AFMID AGL AGPAT1 AHRR AIDA AIMP1 AK2 AKAP11 AKAP8L AKR1D1 AKR1E2 AKTIP ALDH4A1 ALDH6A1 ALDOA ALG1 ALG11 ALG2 ALG5 ALG8 ALKBH6 ALKBH7 AMBRA1 AMN1 ANAPC15 ANAPC5 ANAPC7 ANKHD1 ANKHD1-DT ANKHD1-EIF4EBP3 ANKMY2 ANKRD11 ANKRD27 ANKRD34A ANKRD49 ANKRD54 ANKS3 ANKZF1 ANP32A ANP32E AOPEP AP2A1 AP3M2 AP4B1 AP4M1 APOA2 APOL2 APRT APTR ARAF AREL1 ARHGAP1 ARHGAP11B-DT ARHGAP19 ARHGAP19-SLIT1 ARHGAP26 ARHGEF9 ARID2 ARID4A ARL13B ARL16 ARL6IP1 ARMC1 ARMCX5 ARMCX5-GPRASP2 ARMH1 ARMH4 ARPP19 ARRDC4 ARSK ASB16-AS1 ASPM ATF7 ATF7-NPFF ATF7IP2 ATG3 ATG9A ATM ATP5MC1 ATP5MG ATP5PB ATP7B ATPSCKMT AURKB AVL9 BABAM1 BAG4 BAG6 BAIAP3 BANF1 BBX BCAS3 BCAT1 BCKDHB BDNF-AS BECN1 BEST3 BICD1-AS1 BIVM BLM BLOC1S1 BLOC1S3 BMAL1 BORA BORCS8 BORCS8-MEF2B BPGM BPNT2 BRCA1 BRD2 BRIP1 BROX BRPF3 BRPF3-AS1 BSCL2 BTBD10 BTD BTF3L4 BTN2A1 BTN2A2 BTN2A3P BTN3A2 BUB1 BUB3 BUD31 BZW2 C10orf143 C12orf4 C12orf60 C12orf75 C14orf28 C14orf93 C15orf39 C19orf12 C19orf44 C1QTNF6 C1orf109 C1orf174 C1orf226 C2CD3 C2CD5 C2orf42 C2orf49 C2orf49-DT C2orf92 C4orf33 C5orf22 C7orf50 C9orf85 CA5BP1 CAB39L CACNB2 CACTIN CALM3 CALR3 CALU CAMTA1 CAMTA1-DT CAND1 CANX CAPN10 CAPS2 CAPZA1 CARF CARS2 CAT CATIP-AS1 CBX5 CCDC115 CCDC12 CCDC146 CCDC148 CCDC159 CCDC18-AS1 CCDC191 CCDC192 CCDC28A CCDC28A-AS1 CCDC30 CCDC47 CCDC51 CCDC59 CCDC61 CCDC66 CCDC77 CCHCR1 CCNB1 CCNB2 CCNG1 CCNG2 CCT2 CCT3 CCT5 CCT6B CCT7 CCT8 CD101-AS1 CD2BP2 CD2BP2-DT CDC14B CDC20 CDC20-DT CDC23 CDC25A CDC25C CDC42EP4 CDC45 CDCA3 CDCA8 CDK1 CDK16 CDK19 CDK5RAP2 CDKN1B CDR2 CDR2-DT CENPA CENPF CENPH CENPI CENPK CENPL CENPM CENPN CENPP CENPQ CENPX CEP164 CEP192 CEP192-DT CEP20 CEP350 CEP41 CEP44 CEP68 CEP89 CETN2 CETN3 CFAP119 CFAP418 CFAP43 CGGBP1 CHAF1A CHCHD2 CHCHD2P6 CHCHD3 CHCHD6 CHD6 CHEK2 CHRNB1 CIC CIDEB CKAP2 CKAP2-DT CKAP5 CKS1B CKS2 CLDN4 CLIC1 CLK3 CMC2 CNEP1R1 CNNM2 CNOT1 CNOT3 CNPY2-AS1 COG8 COP1 COP1-DT COPE COPS3 COPS7B COPZ1 COQ10B COQ7 COQ7-DT COQ8A COX14 COX16 COX18 COX6B1 COX8A CPEB4 CPOX CPSF4 CRAMP1 CREB3L2 CREB3L3 CREB3L4 CREBRF CRHR1 CRTC3-AS1 CS CSE1L CSE1L-DT CSNK1G3 CSTF3 CSTF3-DT CTNNA1 CTNND1 CTNS CTR9 CTSD CYB5A CYB5B CYB5RL CYCS CYLD CYP2R1 CYP4F12 CYTH2 DACT3 DACT3-AS1 DAPK3 DARS2 DAZAP2 DBP DBT DCAF15 DCAF7 DCAKD DCLRE1B DCLRE1C DCP1B DCP2 DCTN2 DCTN4 DCTN5 DCTN6 DCTN6-DT DDOST DDX18 DDX19B DDX27 DDX39A DDX41 DDX42 DDX46 DDX49 DDX50 DEDD2 DELE1 DERL3 DESI1 DGKA DGLUCY DHODH DHRS7B DHX38 DIAPH1 DIAPH1-AS1 DIAPH3 DIMT1 DLAT DLGAP4 DLGAP5 DMAC2 DMAP1 DMRT2 DMXL1 DMXL1-DT DNAAF10 DNAAF3 DNAAF8 DNAH6 DNAI3 DNAJB4 DNAJB5 DNAJB5-DT DNAJB9 DNAJC28 DNM2 DOCK4 DOCK7 DOLPP1 DPH1 DPH2 DPH3 DRC3 DROSHA DTX4 DUSP16 DUSP19 DUSP7 DYM DYNC2I2 DYNLL1 DYNLT2 DZANK1 E2F8 EBP ECD ECI1 ECSIT ECT2 EDC3 EDEM3 EFCAB11 EFCAB6 EFCAB6-DT EHBP1 EHD4 EIF1AD EIF2AK3 EIF2AK3-DT EIF2B2 EIF2B3 EIF3E EIF3F EIF3K EIF4A1 EIF5 EIF5A ELAC2 ELK1 ELMO2 ELOC ELOVL5 ELP4 EMC1-AS1 EMC9 ENKUR ENO1 ENPP4 ENSA ENSG00000187951 ENSG00000233223 ENSG00000239137 ENSG00000255647 ENSG00000261335 ENSG00000268403 ENSG00000268650 ENSG00000268858 ENSG00000274015 ENSG00000275765 ENTR1 EPM2AIP1 EPOR ERAL1 ERAP1 ERBB2 ERC1 ERCC2 ERCC6 ERCC6L2 ERCC6L2-AS1 ERH ERI2 ERI3 ERMARD ESCO2 ESR2 ESS2 ETFA ETFBKMT ETV5 EVI5L EXOC2 EXOC4 EXOSC1 EXOSC2 EXOSC7 EXOSC8 EXTL2 F11R FAAP24 FADS2 FADS2B FAM111A-DT FAM111B FAM117A FAM120AOS FAM13A FAM149B1 FAM161A FAM174B FAM177A1 FAM185BP FAM204A FAM222B FAM228B FAM229B FAM53C FAM72A FAM76A FAM81A FAM83D FAN1 FANCG FASTKD3 FBXL15 FBXL20 FBXO16 FBXO38 FBXO38-DT FBXO45 FBXO5 FCF1 FDFT1 FDPS FDXR FEN1 FGD5-AS1 FH FHDC1 FHIT FICD FIZ1 FKBP14 FKBP3 FKBPL FLAD1 FMN1 FNBP1P1 FNTB FOSB FOXM1 FOXRED1 FRG1 FRG1-DT FRMD5 FRYL FTO FUBP1 FUT8 FUZ FXR2 FYN G3BP1 G3BP2 GALNT9 GALNT9-AS1 GANC GAR1 GAR1-DT GARNL3 GART GATAD2A GATAD2B GATB GBA1 GBF1 GCA GCDH GCSH GDAP2 GEMIN6 GET3 GFI1B GGCT GGCX GHDC GINS1 GIPC1 GIPC2 GLA GLCCI1 GLO1 GLRX GLRX5 GLTC1 GNA12 GOLGB1 GOLPH3L GOLT1B GORASP1 GOSR2 GOSR2-DT GOT1 GOT1-DT GPAA1 GPATCH3 GPHN GPR108 GPR137C GPR19 GPRC5C GRK6 GRPEL2-AS1 GSK3B GSK3B-DT GSPT1 GSTA4 GSTO2 GTF2B GTF2IP13 GTF3C5 GTPBP3 GUSB GUSBP18 GYS1 H1-12P H2AC11 H2AC12 H2AC13 H2AC14 H2AC15 H2AC20 H2AC25 H2AC5P H2AC6 H2AC7 H2AJ H2AX H2AZ2 H2AZ2-DT H2BC11 H2BC12 H2BC13 H2BC14 H2BC15 H2BC18 H2BC21 H2BC26 H2BC3 H2BC4 H2BC7 H3-3B H3C1 H3C10 H3C11 H3C2 H3P33 HACL1 HADH HAGH HAPSTR1 HAUS2 HAX1 HBP1 HCG25 HCG27 HCP5 HDAC1 HDAC6 HDGFL2 HEMK1 HEXA HEXA-AS1 HEXIM1 HEXIM2 HEXIM2-AS1 HFM1 HGS HHIP HIGD1A HIGD1AP5 HINFP HINT2 HLA-A HLA-C HLA-E HLA-F HLA-F-AS1 HMGB1 HMGB2 HMGCR HMGCS1 HMGN5 HMGXB4 HNRNPA1 HNRNPAB HNRNPC HNRNPH2 HNRNPK HNRNPR HNRNPUL1 HOXA-AS2 HOXB-AS3 HOXB3 HRH1 HS2ST1 HS3ST3B1 HSCB HSD17B12 HSF2 HSPA2 HSPA2-AS1 HSPA5 HSPA5-DT HSPA9 HSPB6 HTD2 HUWE1 HYCC1 HYKK IARS1 IDH1 IDI1 IFI6 IFRD1 IFT122 IFT172 IFT27 IFTAP IGFLR1 IK IKZF4 IL17RD IL23A ILF2 ILVBL IMMP1L IMP3 IMP4 IMPDH2 INCENP INF2 ING1 INO80 INPP5B INTS3 INTS4 IP6K2 IPO11 IQCC IQCD IQCN IRGQ ISG20L2 ISOC2 ISY1 ISY1-RAB43 ITFG2 ITFG2-AS1 ITGA7 ITGB8 IVD JPT1 JUP KALRN KANK3 KANSL2 KANSL3 KANTR KAT6B KAT7 KBTBD2 KBTBD3 KBTBD4 KBTBD8 KCNAB2 KCNIP2-AS1 KCTD10 KCTD16 KCTD21-AS1 KDM4A KDM4B KDM8 KHSRP KIAA1191 KICS2 KIF14 KIF1B KIF23 KIF2A KIF2C KIF9 KIFAP3 KIFBP KIFC1 KLF5 KLHDC10 KLHL18 KMT2E KMT5A KMT5C KPNA2 KPNB1 KPNB1-DT KRTAP4-17P L3MBTL2 LACTB LAMTOR4 LAPTM4A-DT LARP7 LAS1L LCA5 LCMT2 LENG1 LETMD1 LGR5 LIM2-AS1 LIMA1 LIN37 LIN52 LIN54 LIN7C LINC-PINT LINC00513 LINC00938 LINC00944 LINC00963 LINC01004 LINC01089 LINC01140 LINC01232 LINC01257 LINC01572 LINC01635 LINC01719 LINC01843 LINC01970 LINC02313 LINC02399 LINC02474 LINC02960 LIPE LIPE-AS1 LMAN2 LMBR1L LMCD1 LMCD1-AS1 LNCRNA-IUR LPCAT4 LPP LPXN LRP4-AS1 LRP6 LRRC28 LRRC40 LRRC45 LRRC46 LRRC51 LRRC57 LSM1 LSM14A LSM5 LTB4R2 LTN1 LYRM7 LZTFL1 MACO1 MAFTRR MAGT1 MAIP1 MANF MAP3K12 MAP3K7CL MAP3K9 MAP3K9-DT MAP4K1 MAPK14 MAT2B MATCAP1 MBD4 MBTD1 MCCC1 MCCC2 MCM5 MCM6 MCM7 MDC1 MDFI MDH1 MDM1 MED21 MED24 MED28 MED28-DT MED29 MED30 MEF2C METTL13 METTL14 METTL14-DT METTL15 METTL25 METTL2B METTL3 MEX3C MFN1 MGAT2 MIB2 MICA MICAL3 MICE MIEF2 MIIP MIR22HG MIR301B MIR3143 MIR3181 MIR3913-1 MIR4450 MIR4479 MIR4482 MIR4999 MIR5188 MIR548AW MIR638 MIRLET7IHG MIS18BP1 MKNK1 MKS1 MLEC MLH1 MLST8 MMAB MMUT MNS1 MON1B MORF4L2 MORF4L2-AS1 MORN4 MOSPD3 MPHOSPH9 MPND MPP2 MPP7-DT MPV17L2 MRE11 MRM1 MROH8 MRPL16 MRPL18 MRPL22 MRPL32 MRPL33 MRPL37 MRPL4 MRPL43 MRPL46 MRPL48 MRPL9 MRPS11 MRPS12 MRPS15 MRPS22 MRPS23 MRPS30 MRPS30-DT MRPS31P4 MRTFA MSANTD4 MSH5 MSH5-SAPCD1 MSL3 MSMO1 MST1 MSTO1 MSX2 MTAP MTF1 MTFR1 MTFR2 MTHFD1 MTHFD2 MTMR12 MTMR4 MTOR MTR MTRFR MTRR MTUS1 MUL1 MVB12A MVD MVK MXD1 MYH10 MYH9 MYH9-DT MYL11 MYO15B MYO1E MYO9A MZT1 NAA60 NABP2 NACA NAGPA NAIF1 NAP1L4 NAPEPLD NBR1 NCAPD3 NCK1 NCK1-DT NCLN NCOA2 NDUFA13 NDUFA2 NDUFA5 NDUFA6 NDUFA6-DT NDUFAF8 NDUFB11 NDUFS3 NDUFS8 NECAP1 NEDD4 NEK10 NEK2 NEK2-DT NEMP1 NEU1 NF2 NFATC2IP NFE2L1 NFE2L1-DT NFKBIB NFKBIZ NFX1 NFYA NFYC NGDN NHP2 NID2 NIP7 NIPAL3 NKIRAS2 NKTR NLGN2 NME1 NMT1 NNT NNT-AS1 NOL6 NOL8 NOLC1 NONO NOP2 NPAT NPHP4 NR1H2 NR2C2 NRAV NRDC NRL NRXN3 NSDHL NSL1 NUBP2 NUBPL NUBPL-DT NUDT16 NUDT16-DT NUDT2 NUDT21 NUMA1 NUMB NUP155 NUP43 NUP88 NUP98 OARD1 OAZ3 ODR4 OGA OGDH OGFOD1 OIP5-AS1 ORC2 ORC3 ORC6 ORMDL2 OS9 OSBP OSCP1 OTUD5 OXNAD1 OXSR1 P4HA2-AS1 P4HB PABPN1 PACSIN2 PAF1 PAFAH2 PAIP2B PAK1 PAK4 PALB2 PAN2 PANK1 PANK2 PANK2-AS1 PANK3 PARP3 PBX3-DT PBXIP1 PC PCAT7 PCBP1 PCBP1-AS1 PCBP2 PCDHGC3 PCF11 PCLAF PCYOX1L PDAP1 PDCL PDE4D PDE6D PDK2 PDP2 PDXP PDXP-DT PDZD7 PEF1 PEF1-AS1 PER1 PET100 PEX1 PEX13 PEX14 PEX16 PFDN1 PFDN6 PFKM PGAP2 PGD PGP PHB1 PHF14 PHPT1 PHTF2 PI3 PICK1 PIF1 PIK3IP1 PIKFYVE PIN4 PIP4P1 PISD PITPNM1 PITX2 PJA2 PKP4 PLA2G15 PLA2G4E-AS1 PLA2G6 PLCXD2 PLEKHA8 PLEKHG2 PLEKHG3 PLEKHH1 PLK3 PLK4 PLPBP PMEL PMF1 PMF1-BGLAP PMPCA PNO1 PNP PNPLA8 PNPO POC1B POC1B-GALNT4 POC5 POGLUT2 POLR1B POLR2H POLR2I POLR3A POLR3F POLR3GL POP5 POU2AF1 PPFIBP1 PPME1 PPP1R12B PPP1R21 PPP1R21-DT PPP1R37 PPP1R3F PPP2R1A PPP2R3C PPP2R5A PPP2R5D PPP2R5E PPP3CA PPP4R3A PPP5D1P PPP6R3 PPWD1 PQBP1 PRADC1 PRC1 PRDM10 PRDM10-DT PRDM4 PREPL PRMT1 PRMT5 PRMT5-DT PRORP PROSER3 PRPF19 PRPF19-DT PRPF31 PRPF8 PRR13 PRR14 PSAT1 PSD PSMA1 PSMA2 PSMA3 PSMA3-AS1 PSMA5 PSMB10 PSMB3 PSMB7 PSMC2 PSMD3 PSMD4 PSME2P3 PSME3 PSME3IP1 PTBP1 PTCD1 PTK2B PTMA PTPN4 PTPRK PTRH1 PUM3 PUS10 PWWP2A PXN-AS1 PYM1 QARS1 QRICH1 QRSL1 QTRT1 QTRT2 R3HDM1 RAB11A RAB11B RAB11B-AS1 RAB29 RAB2B RAB39A RAB3A RAB3D RAB4B RAB5B RAB7A RAB8A RAB8B RAD51AP1 RAD51B RAD52 RAD54B RAD54L RAD9B RALB RAP2A RAP2B RARS2 RASAL2 RASAL2-AS1 RBBP4 RBBP5 RBKS RBL2 RBM10 RBM14 RBM14-RBM4 RBM15 RBM15-AS1 RBM26 RBM26-AS1 RBM27 RBM3 RBM42 RBM48 RBSN RCCD1 RECQL RELL1 REXO4 REXO5 RFWD3 RFX1 RFX5 RFXANK RGP1 RGS16 RGS20 RGS9BP RHCE RHOF RIF1 RING1 RITA1 RLF RLN2 RMI1 RMND5A RN7SK RN7SKP192 RNA5SP18 RNA5SP180 RNF123 RNF13 RNF167 RNF181 RNF26 RNF34 RNF40 RNF5 RNF6 RNF8 RNFT2 RNU2-17P RNU5E-1 RNU6-2 RNU6-92P RPA2 RPAIN RPGRIP1L RPL13A RPL18A RPL22 RPL22L1 RPL23A RPL24 RPL34 RPL34-DT RPL36AL RPL39P40 RPL41 RPL5 RPL7L1 RPLP0 RPLP1 RPN2 RPP14 RPS10 RPS10-NUDT3 RPS15A RPS18 RPS19BP1 RPS2 RPS25 RPS26 RPS29P16 RPS4X RPS6KA5 RPS9 RPUSD3 RRAGAP1-AS1 RRM2 RRP9 RSBN1L RSPH4A RSPRY1 RTN4IP1 RTRAF RUVBL1 RUVBL2 RWDD1 S100PBP SAAL1 SAE1 SAMD13 SAMM50 SARNP SARS2 SATB1 SC5D SCAF11 SCAI SCAMP2 SCAND2P SCLT1 SCP2 SCYL3 SDAD1 SDF2L1 SEC1P SEC22C SEC23B SEC61B SEC61G SEL1L SELENOF SELENOI SEMA4F SENP1 SEPTIN7P2 SERTAD1 SESN2 SESN3 SET SETD5 SETDB2 SF1 SF1-DT SF3B5 SF3B6 SFPQ SFSWAP SFT2D1 SFXN3 SFXN5 SGO2 SH3RF2 SHB SHC1 SHKBP1 SHPK SIN3A SIRT2 SIVA1 SKIC3 SLBP SLC11A2 SLC12A6 SLC12A9 SLC19A2 SLC23A1 SLC25A11 SLC25A19 SLC25A25 SLC25A28 SLC25A28-DT SLC25A35 SLC25A36 SLC25A42 SLC26A2 SLC28A2-AS1 SLC2A8 SLC30A9 SLC35B1 SLC39A1 SLC39A3 SLC39A9 SLC4A1AP SLC52A3 SLU7 SMARCC1 SMC3 SMG8 SMIM7 SMTN SMU1 SNAI3-AS1 SNAPC3 SNHG10 SNHG9 SNORA78 SNORD13 SNORD42B SNORD45B SNRNP40 SNRPA SNRPA1 SNRPB2 SNRPD1 SNRPF SNRPF-DT SNUPN SNX12 SON SORT1 SP110 SP2 SP2-AS1 SP2-DT SP3 SPA17 SPAG5 SPAG5-AS1 SPAG7 SPAST SPATA24 SPATS2L SPC24 SPC25 SPG7 SPRED2 SPRING1 SPRY4 SPRYD3 SPSB3 SPTLC2 SQSTM1 SRF SRGAP2 SRP9 SRPRA SRRM5 SRSF11 SRSF6 SSR3 ST7L STAG3L5P STAG3L5P-PVRIG2P-PILRB STAP2 STARD3NL STARD4 STAT2 STAT3 STAT6 STIL STIP1 STK40 STPG1 STRADB STT3B STX18 STX18-AS1 STX3 STX5-DT STXBP5-AS1 SUCLG1 SUCO SUDS3 SUPT4H1 SUPT7L SWSAP1 SWT1 SYMPK SYNGAP1-AS1 SYNGR4 SYPL1 SYVN1 TAF13 TAF3 TAOK3 TARBP2 TARS1 TARS1-DT TARS2 TATDN3 TBC1D10B TBC1D5 TBCB TBCK TCEA1 TCERG1 TCF12 TCF19 TCF3 TCOF1 TCP1 TCP11L1 TCTN3 TDP1 TDRKH TDRKH-AS1 TEF TEPSIN TESK2 TFCP2 TFDP2 TFIP11 TFIP11-DT TFPT THAP1 THAP5 THOC1 THOC1-DT THUMPD3-AS1 TICRR TIMM10 TIMM17A TIMM17B TIMM44 TIMM50 TIPIN TK1 TLE3 TLE4 TLE6 TMA16 TMA7 TMBIM4 TMBIM6 TMED10 TMEM126A TMEM134 TMEM143 TMEM160 TMEM161A TMEM167B TMEM167B-DT TMEM184C TMEM184C-DT TMEM205 TMEM218 TMEM256 TMEM256-PLSCR3 TMEM258 TMEM259 TMEM30A TMEM38A TMEM39A TMEM53 TMEM60 TMEM67 TMEM70 TMEM87A TMEM94 TMEM97 TMOD3 TMPO TMPOP2 TMUB2 TNFAIP8 TNFSF4 TNPO2 TNPO3 TNRC18 TNRC6B TOM1L2 TOMM22 TOMM22-DT TOMM40 TOMM7 TOP2A TOP2B TOX4 TP53BP1 TPCN1 TPD52L2 TPGS1 TPI1P2 TPR TPRA1 TPX2 TRAF2 TRAF7 TRAFD1 TRAIP TRAK2 TRAM1L1 TRAPPC4 TRAPPC6A TRIM26 TRIM35 TRIM45 TRIM68 TRIP10 TRIP11 TRMT1L TRMT44 TROAP TSACC TSC1 TSPAN31 TSPEAR-AS2 TSR2 TSSK6 TTBK2 TTC16 TTC21A TTC23 TTC32 TTC32-DT TTC33 TTF2 TTI2 TTLL5 TUBA5P TUBB TUBB4B TWNK TXNDC12 TXNDC16 TXNIP TXNL4B TYK2 TYSND1 TYW1 TYW1B TYW5 U2SURP UBAP1 UBAP2L UBB UBC UBE2C UBE2F UBE2F-SCLY UBE2I UBE2S UBE2T UBE3B UBE4A UBFD1 UBP1 UBQLN1-AS1 UBR4 UCP2 UFD1 UGP2 ULK4 UNG UPP1 UQCC1 UQCRFS1 USF3 USP1 USP30 USP36 USP5 UTP11 UTP18 UTP20 UTP6 UVRAG UVRAG-DT VAMP1 VAMP4 VAMP8 VASH2 VCP VPS26B VPS26C VPS29 VPS35 VPS4B VPS52 VTA1 VTRNA1-2 WARS2 WARS2-AS1 WAS WASF2 WBP1 WBP11 WBP1L WBP2 WDCP WDPCP WDR13 WDR3 WDR36 WDR37 WDR44 WDR45 WDR46 WDR53 WDR59 WDR6 WDR75 WDR77 WDR81 WDR83 WDR83OS WDR89 WHAMM WIPF2 WRAP53 WWOX XAB2 XPNPEP1 XPO1 XPO6 XRCC3 XRCC6 YARS1 YIF1A YIPF3 YIPF4 YIPF5 YJU2 YPEL5 YWHAQ ZBTB11 ZBTB11-AS1 ZBTB22 ZBTB5 ZBTB8OS ZBTB9 ZC2HC1C ZCCHC17 ZDHHC16 ZDHHC9 ZFAND6 ZFHX3-AS1 ZFP90 ZFP91 ZFP91-CNTF ZFYVE16 ZFYVE21 ZGRF1 ZHX2 ZKSCAN4 ZKSCAN5 ZMAT2 ZMAT5 ZMYND8 ZNF101 ZNF131 ZNF133 ZNF138 ZNF141 ZNF143 ZNF195 ZNF212 ZNF213-AS1 ZNF263 ZNF267 ZNF273 ZNF277 ZNF281 ZNF302 ZNF322 ZNF343 ZNF397 ZNF408 ZNF426 ZNF426-DT ZNF431 ZNF44 ZNF441 ZNF442 ZNF443 ZNF449 ZNF48 ZNF519 ZNF524 ZNF526 ZNF555 ZNF563 ZNF564 ZNF57 ZNF574 ZNF576 ZNF584 ZNF597 ZNF627 ZNF654 ZNF669 ZNF672 ZNF678 ZNF680 ZNF687 ZNF687-AS1 ZNF688 ZNF689 ZNF691 ZNF691-DT ZNF695 ZNF714 ZNF718 ZNF726 ZNF731P ZNF75D ZNF77 ZNF774 ZNF785 ZNF799 ZNF8 ZNF8-DT ZNF8-ERVK3-1 ZNF823 ZNF830 ZNF837 ZNF846 ZNF92 ZNHIT3 ZNHIT6 ZNRD2 ZNRD2-DT ZRANB2 ZRANB2-DT ZRANB3 ZSCAN2 ZSCAN20 ZSCAN5A ZSCAN5A-AS1 ZSWIM1 ZSWIM3 ZSWIM4 ZSWIM8 ZWINT BCL6B_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BCL6B_TARGET_GENES AASS ADAMTSL4-AS1 ADAR AFF3 AFG3L2 ALPK1 AMN1 AMPH ANK3 AP2B1 AQP4-AS1 ARHGAP24 ARHGEF12 ARID1B ARMC5 ATP11C BCAT1 BCL6 C19orf81 CAPN8 CASP6 CCDC85C CCND2 CEP76 CISH CMTR2 COMMD3 COMMD3-BMI1 CORO1C CRK CSF3R CTSS CWC25 CYB5B DDB2 DNAJC7 DPH2 DSP DSP-AS1 EFCAB14 ELOVL6 ELP3 EMC4 ENDOV ENO3 ENPP2 ENSG00000278390 ESM1 FASTKD1 FBXL19 FBXL19-AS1 FHL1 FRMD6 G2E3 GCLM GHRLOS GNE GPCPD1 GPM6B GTF2I GULP1 HCN4 HEATR5A-DT HELB HERC5 HNRNPD HNRNPD-DT HOTAIRM1 HSP90B1 ICE2 IPO11 ITPK1 KBTBD6 KCNQ2 KSR1 LAMTOR5 LAMTOR5-AS1 LDLR LGR5 LINC00431 LINC02895 LINC02939 LONP2 LPP-AS2 MAD1L1 MAPKAPK3 MCOLN3 MCPH1-AS1 MDM4 MECOM MED24 MIR4727 MIR548AL MLKL MPHOSPH8 MUL1 NAA35 NIPSNAP2 NKX3-2 NRCAM NRG4 NRL PAIP1 PFN1 PGM2L1 PIWIL2 PPP2R2A PRH1 PRICKLE1 PRR4 PSMA1 PTCH1 RCHY1 RCN1 RETREG1 REXO2 RN7SL446P RNU6-1039P RNU6-841P RNY3 ROBO2 RORA-AS1 RPL39P40 RUNX1T1 SDSL SEPHS1 SIX2 SLC27A1 SLC38A4-AS1 SLMAP SNHG29 SNORD49A SNORD49B SOCS2 SOCS2-AS1 SPIN1 STAT1 STON2 SUB1 SYCP2L SYNPO2 SYPL1 TAS2R14 TBC1D7 TBCD TCF4 TLCD4 TLE2 TMBIM6 TMEM266 TNC TTC28-AS1 TTC41P UBB UBQLN1 UBQLN1-AS1 UQCC4 USO1 USP25 USPL1 UXS1 VGLL2 VGLL4 VWA8 WDR75 WWP2 XPO6 ZNF19 ZNF227 ZNF302 ZNF74 BDP1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BDP1_TARGET_GENES A4GALT AATF ABCA7 ABCB9 ABHD12 ABHD16A ABLIM1 ACO2 ACOX1 ACOX2 ACSL6 ACTB ACTE1P ACTR3-AS1 ADAD2 ADAM17 ADAM33 ADCY3 ADCY4 ADCY5 ADGRD1 ADGRE5 ADGRF4 ADGRL1 ADGRV1 AEBP1 AFAP1-AS1 AGBL5 AGBL5-AS1 AGFG2 AGTR1 AHDC1 AJUBA AJUBA-DT AKAP10 AKAP8L AKAP9 AKT2 ALAD ALDOA ALG2 ALMS1P1 ALOXE3 AMBRA1 ANAPC2 ANG ANK3 ANKDD1A ANKRD11 ANKRD13C ANKRD29 ANKRD49 ANO2 ANO7L1 ANTKMT ANXA11 ANXA9 AP1G2 AP3D1 AP3S1 AP5S1 APC2 APRT ARAP1 ARHGAP22 ARHGAP23 ARHGAP44 ARHGAP45 ARHGEF17 ARHGEF7 ARID3A ARL10 ARL5C ARMC2 ARNILA ARPP19 ARRDC3 ASAH1 ASB3 ATG101 ATG12 ATG5 ATOSB ATP2A2 ATP2B2 ATP5PO ATP6V0D1 ATP6V1E1 ATPAF1 ATPAF2 ATRNL1 AUP1 AURKA AXDND1 B3GALT4 B4GALT7 B4GAT1 B4GAT1-DT BACH1-AS1 BARX1 BATF2 BBC3 BBS9 BCAR3 BCAT1 BCL2L13 BCO2 BCYRN1 BDKRB1 BEX4 BIK BIVM BMF BOD1 BPIFB1 BRD3OS BRD4 BRD9 BRICD5 BRK1P1 BSCL2 BTK C10orf90 C12orf54 C1orf109 C1orf159 C1orf56 C2CD2L C2orf42 C7orf31 C8G CA10 CA3 CABIN1 CACNA1A CACNA1D CACNA2D1 CAD CALML4 CALY CAMK2G CAMKV CAPN8 CAPRIN1 CARD14 CARD8-AS1 CARF CASC22 CASC8 CATSPER2P1 CBX7 CBY2 CCDC107 CCDC144NL-AS1 CCDC157 CCDC174 CCDC184 CCDC33 CCDC51 CCDC59 CCN5 CCR1 CCT8 CD151 CD226 CD6 CD79B CD81 CD83P1 CDA CDC42SE1 CDCA3 CDHR2 CDK12 CDK5RAP2 CDKL4 CECR2 CELF3 CEP131 CEP135 CEP162 CEP192 CEP72 CERCAM CERT1 CES5A CFAP418 CFAP61 CFAP99 CGB1 CGB2 CHD1 CHD1L CHD3 CHD4 CHFR CHRNA2 CIT CLBA1 CLIC1P1 CLIP2 CLNK CLNS1A CLSTN3 CLUHP3 CNBD2 CNOT1 CNTN2 CNTNAP1 COA7 COG2 COG4 COL16A1 COL17A1 COL1A1 COL27A1 COL7A1 COLGALT1 COMMD1 COMMD9 COMTD1 COPB2 COPZ2 COQ8A CORIN CORO6 COTL1 COX14 COX19 COX6CP7 CP CPHL1P CPM CPPED1 CPSF4 CPT1B CPT2 CRHBP CRLS1 CRNKL1 CROCC CRYBG3 CRYZ CSMD1 CSRP1-AS1 CSTF1 CTC1 CTDSP2 CTDSPL CTNNA2 CTNNBL1 CUZD1 CWC15 CWC25 CXXC1 CXXC5 CYB561A3 CYBRD1 CYP11A1 CYP1B1 CYP4F3 CYP4F8 CYTH1 DBIP1 DCAF10 DCAF15 DCAF17 DCAF4 DCTN5 DCTN6 DCTN6-DT DCUN1D2 DDR1 DDX10 DDX19A DDX24 DDX52 DECR2 DEF8 DENND2C DGCR2 DGCR8 DGKA DHFRP1 DHX57 DIAPH1 DIP2A DIP2C DIS3L2 DKK3 DMBX1 DMKN DMTN DNAAF5 DNAH11 DNAJB12 DNAJB6P1 DNAJC4 DNAJC6 DNAJC7 DNHD1 DNM2 DOCK3 DOT1L DPF1 DPF2 DPH1 DPP3P2 DPP8 DPP9 DRC7 DST DTNB DTX4 DUOXA1 DUSP29 DVL2 DYM ECE1 EDC4 EDEM3 EEF1GP7 EFCAB10-AS1 EFEMP2 EHBP1-AS1 EHD4-AS1 EHMT1 EIF2B3 EIF3E EIF3K EIF4A1 EIF4A3 EIF4G1 ELAPOR1 ELF1 ELL3 ENGASE ENOSF1 ENSG00000201733 ENSG00000206913 ENSG00000212378 ENSG00000226733 ENSG00000228771 ENSG00000229727 ENSG00000230021 ENSG00000232900 ENSG00000233183 ENSG00000236935 ENSG00000253123 ENSG00000254607 ENSG00000259200 ENSG00000260862 ENSG00000262966 ENSG00000267248 ENSG00000272668 ENSG00000278390 EP400 EPB41L3 EPHA1 EPIST EPS8 EPS8L3 ERBB2 ERBB3 ERCC1 ERCC6L ERLEC1 ERVV-1 ESD ESR2 ETNK2 EXD2 EXOC2 EXTL1 EZR-AS1 FAAHP1 FAF2 FAIM2 FAM131C FAM174B FAM177A1 FAN1 FANCD2 FASN FAXC FBRS FBXL13 FBXL17 FBXO15 FBXO31 FBXO38 FBXO38-DT FBXO44 FBXW5 FCRL6 FDX1P2 FEM1A FEM1B FEN1 FGD4 FHL1 FJX1 FLAD1 FLI1 FLII FLJ42969 FLNC FMC1 FMC1-LUC7L2 FNDC3B FNIP2 FOSL2 FOXO1 FOXRED1 FRMD3 FRMPD2 FRY FTH1P6 FTLP6 FTSJ3 FUNDC1 FYB2 FZD4 GAB1 GABARAPL1 GABPB2 GABRA4 GALNS GAPDHP30 GAPDHP39 GAPVD1 GAS2 GCAT GCN1 GGA3 GHET1 GHR GINS3 GJC2 GLB1 GLRX GLUL GLYCTK GLYCTK-AS1 GMDS GMNN GNAO1-AS1 GNE GNG3 GOLIM4 GPBAR1 GPR132 GPR155 GPT2 GRAMD2A GRAMD4 GRAP2 GRB10 GRB2 GREB1 GREB1L GRHL1 GRK2 GRN GRSF1 GSAP GSE1 GSTA4 GSTM3P2 GSTM5 GTF3A GUCY2D GUCY2GP GYPC GZF1 H1-7 H1-8 H2AZP6 H3C9P H3P2 H3P46 H4C8 HBS1L HCG14 HCG20 HDAC7 HDAC9 HDC HDGF HEATR5A HEATR5A-DT HECW1 HEXD HGD HGF HGS HIGD1AP3 HIPK2 HJV HK3 HLFP1 HMBOX1 HMGN1P24 HMGN2 HMGN4 HMGXB4 HMSD HNF4G HNRNPA1L3 HNRNPA1P3 HOXA7 HPS4 HRCT1 HRG-AS1 HRH1 HSBP1 HSD17B7 HSF1 HSP90AB1 HSP90B1 HSPA5-DT HSPA6 HTR1A HTRA2 IAH1 ICAM5 ID1 ID2-AS1 IDE IFRD2 IFT80 IGFBP2 IGHV5-51 IGLV8-61 IKZF4 IL11RA IL17RE IL2RA IL5RA ILF2 ILVBL-AS1 IMPDH1 IMPDH2 ING4 INPP4B INPP5F INPPL1 INSYN2B INTS1 INTS2 IQCK IQCN IQGAP2 IRF8 ITGAE ITGB5 ITPA ITPR1 JMJD1C-AS1 JUNB KAT14 KCNB1 KCNK6 KCTD10 KDM2B KDM4D KDM8 KLC4 KLF6 KLHDC8B KLHL34 KMT2A KNL1 KRAS KRT18 KRT19 KRT6A KRT7 KRTAP16-1 KRTAP4-11 KYAT1 LACTB LAD1 LAMA5 LAMA5-AS1 LAP3 LARP4P LASP1 LATS2-AS1 LBX1 LCOR LDC1P LDLR LENEP LGALS3BP LIF-AS1 LIFR LIG1 LIMD1-AS1 LIN28A LINC00029 LINC00200 LINC00240 LINC00317 LINC00322 LINC00352 LINC00461 LINC00598 LINC00608 LINC00635 LINC00663 LINC00667 LINC00907 LINC00951 LINC01013 LINC01055 LINC01214 LINC01435 LINC01500 LINC01556 LINC01586 LINC01615 LINC01623 LINC01729 LINC01868 LINC01950 LINC01962 LINC01980 LINC02005 LINC02024 LINC02132 LINC02136 LINC02176 LINC02181 LINC02236 LINC02254 LINC02284 LINC02428 LINC02453 LINC02473 LINC02540 LINC02609 LINC02684 LINC02709 LINC02723 LINC02739 LINC02803 LINC02848 LINC02917 LINC03060 LINC03108 LINGO1 LLGL2 LMAN1L LMNA LOC101929494 LOC105376805 LOC112267871 LOC124905349 LOXL1-AS1 LPAR6 LRP3 LRPPRC LRRC17 LRRC25 LRRC32 LRRC37A9P LRRC41 LRRC77P LRRFIP2 LRRK1 LRRTM3 LRTM2 LTA4H LTBP3 LTBR LYPD1 LYSMD1 LYZL6 MACF1 MACROD1 MAD2L1BP MAILR MALAT1 MAN2A1 MAN2A1-DT MAN2B2 MAP1LC3B MAP1LC3BP1 MAP3K19 MAP9-AS1 MAPKAPK5 MARF1 MARK2 MAST2 MATCAP1 MAU2 MBD6 MBTPS1 MCAM MCM2 MCRIP2 MDH1 MDM2 MECOM-AS1 MED11 MED16 MED24 MEN1 METTL25 METTL26 MFAP2 MFSD1 MGA MGRN1 MICAL2 MICB MIDEAS MIF MIR154 MIR181D MIR190B MIR221 MIR222 MIR365BHG MIR3908 MIR3929 MIR4266 MIR4274 MIR4299 MIR4421 MIR4515 MIR4521 MIR4701 MIR4762 MIR4787 MIR499B MIR548W MIR6069 MIR616 MIR6500 MIR6745 MIR6854 MIR892C MIR99B MIS12 MISP3 MITF MKS1 MLST8 MORN2 MPHOSPH8 MPHOSPH9 MPP3 MPRIP MROH8 MRPL1 MRPL12 MRPS15 MRPS23 MRPS25 MRPS27 MRPS33 MRPS35 MRPS35-DT MRTFA MSL1 MTCO3P12 MTND2P40 MTND3P1 MTRR MTSS1 MVB12A MXD1 MYCBPAP MYDGF MYG1 MYL11 MYLK3 MYNN MYO1F MYO3A MYOF MYOM2 MYORG NAP1L4 NAV2 NBR1 NCOA6 NCOA7 NDFIP1 NDUFA3 NDUFB10 NDUFB3 NDUFS1 NDUFS2 NDUFS7 NECAP1 NENFP1 NF1 NFASC NFIC NGEF NIBAN3 NIPA2 NIPAL1 NISCH NMNAT2 NNMT NOD2 NODAL NOL7 NOS3 NOTO NPEPL1 NR1H3 NR2F2-AS1 NR4A1 NR5A1 NRBP1 NRP1 NRP2 NSD2 NT5C NT5C2 NT5DC4 NUP133-DT NXF3 NXNL2 NXPH1 ODF1 OGFOD2 OGFOD3 OGG1 OR1E3 OR2L8 OR2S1P OR4C10P OR4C49P OR52K1 OR5AU1 OR5G5P OR7E22P OR7E47P OR9N1P OSBPL3 OSTCP2 OVCH2 P2RY12 P2RY2 P3H3 P3R3URF P3R3URF-PIK3R3 PABPC1 PACC1 PACSIN3 PALB2 PAMR1 PANK4 PAOX PARP10 PARP2 PAXBP1 PAXIP1 PCED1B PCLAF PCLO PCP4L1 PDCD7 PDE3B PDE4B PDE6B PDE8B PDE9A PDIA2 PDILT PDZD4 PEAR1 PEBP4 PELATON PER2 PER3 PET117 PEX13 PEX16 PEX3 PGAM2 PGR PHF19 PHF21A PHKA2 PHLDB2 PIGG PIP5K1P2 PIR PITPNM2 PKD1 PKD1L1-AS1 PLA2G2C PLA2G4F PLAU PLCE1 PLCE1-AS2 PLD2 PLEKHG2 PLEKHG3 PLOD3 PLPP3 PLXDC1 PMAIP1 PNPLA1 POC1B PODNL1 POGLUT2 POLE POLG POLG-DT POLK POLM POLR1B POLR1F POLR3E POMGNT1 POMT1 PON3 PPEF1 PPFIA3 PPIAP3 PPL PPM1F PPP1CA PPP1R12C PPP1R21-DT PPP1R3E PPP2CA PPP3CA PPP4R1 PPP6R3 PPY2P PRANCR PRDM7 PRKAR1B PRKCA PRKCZ PRMT5 PRMT5-DT PRNP PRPF31 PRPF8 PRR13P5 PRR14L PRSS35 PSD4 PSMA1 PSMB3 PSMC5 PSMD3 PSME2 PSME2P6 PSORS1C1 PTCD1 PTCSC3 PTDSS2 PTGER4 PTGR3 PTK7 PTPN1 PTPN9 PTPRVP PTPRZ1 PUF60 PUS10 PXDN PXMP2 QSER1 QTRT2 R3HDM4 RAB11A RAB25 RAB26 RAB37 RAB43 RAB5IF RABAC1 RAC1 RAC3 RACK1 RAD1P1 RADX RAF1 RALB RANBP10 RANBP17 RAPH1 RARA RASAL2 RASAL2-AS1 RASSF10 RBCK1 RBM24 RBM33 RBM4 RBM42 RBM43P1 RBM5 RBM8A RBMX2P4 RBSN RCN1 RDH8 RECQL5 RERGL RFC4 RFX2 RHBDD1 RHOA-IT1 RHOBTB3 RHOJ RIF1 RIN1 RIN3 RIPOR3 RMND5A RMRP RN7SK RN7SKP178 RN7SKP189 RN7SKP271 RN7SL1 RN7SL2 RN7SL341P RN7SL40P RN7SL42P RN7SL442P RN7SL459P RN7SL531P RN7SL752P RN7SL783P RN7SL794P RN7SL868P RNA5SP134 RNA5SP145 RNA5SP206 RNA5SP221 RNA5SP439 RNA5SP440 RNA5SP46 RNA5SP531 RNA5SP67 RNASE11 RNASE4 RNASEH2B-AS1 RNF11P2 RNF145 RNF207 RNF216-IT1 RNF220 RNF227 RNF8 RNPEPL1 RNU1-30P RNU6-1 RNU6-1102P RNU6-2 RNU6-244P RNU6-528P RNU6-7 RNU6-8 RNU6-855P RNU6-9 RNU6-992P RNU6ATAC RNU6ATAC19P RNU6ATAC41P RNY1 RNY3 RNY4 RPA2 RPH3A RPL17P20 RPL18A RPL22 RPL23AP46 RPL31P38 RPL32P20 RPL36AP40 RPL38P1 RPPH1 RPS10 RPS10-NUDT3 RPS14P7 RPS2 RPS26P41 RPS27P30 RPS29 RPS29P5 RPS5 RPUSD2 RSRC1 RTKN2 RTN4R RUFY1 RUFY1-AS1 RUNX1 RUNX2 S100A1 S100A13 S100A5 S100PBP S100Z SACM1L SAFB2 SAMD12 SAR1B SATB2 SCLY SCNM1 SDCBP SEC22B SEC61B SECISBP2 SEL1L2 SELL SEM1 SEMA4A SEMA4G SEMA5B SEMA6C SEPTIN8 SERF2 SERPINA12 SESTD1 SETDB2 SF3A1 SFTA2 SH3KBP1 SHBG SHF SHFL SHMT2 SIN3A SIPA1L1 SIPA1L2 SIRPG SKOR1 SLA SLC12A5 SLC12A8 SLC16A7 SLC1A4 SLC25A14 SLC25A3 SLC25A6P6 SLC27A4 SLC2A14 SLC38A5 SLC38A8 SLC41A1 SLC46A1 SLC47A2 SLC4A8 SLC66A2 SLC6A17-AS1 SLC6A2 SLC9A2 SLCO3A1 SMAD4 SMARCAL1 SMARCC2 SMARCD2 SMC4 SMG6 SMIM19 SMPDL3A SMU1 SNAP25 SNHG14 SNHG32 SNHG9 SNORA78 SNORA9 SNORD115-26 SNORD115-32 SNORD115-7 SNORD21 SNORD48 SNORD96A SNRPA SNRPB2 SNRPGP5 SNX1 SNX18 SNX24 SNX29 SNX8 SOCS5P1 SORCS3 SORL1 SOS1 SOWAHB SOX6 SPACA6 SPACA6-AS1 SPARC SPG21 SPINK2 SPON1-AS1 SPRR4 SPTLC1 SRL SRPK2 SRPRA SRRM2 SRRM2-AS1 SRSF5 SSX6P ST3GAL4 ST7L STAB1 STAR STARD3 STAT2 STAU1 STEAP2-AS1 STK25 STPG4 STRN4 STX17 STX1A STX1B SUMO2P18 SUMO2P6 SUN1 SVIL2P SYNE1 SYNJ2BP SYNJ2BP-COX16 TAF1D TAF3 TAGLN TAGLN3 TANAR TANGO2 TANGO6 TAOK3 TARS2 TARS3 TBC1D1 TBC1D14 TBC1D2 TBXAS1 TCEA1 TCEA2 TCF25 TCF7L2 TCHP TCOF1 TCP11L2 TDGF1P3 TEN1 TEN1-CDK3 TENM4 TEX2 TFPT TFR2 TG TGFB3 TGFBI TGIF1 TGM4 TH2LCRR THAP4 THRA TIA1 TIPARP TLN2 TMA7 TMEM109 TMEM11 TMEM11-DT TMEM132B TMEM145 TMEM167B TMEM25 TMEM259 TMEM43 TMEM63C TMEM94 TMPRSS6 TNF TNFRSF25 TNFSF15 TNK2-AS1 TNS2 TNS2-AS1 TOMM7 TOP1MT TOX2 TP53BP1 TP53TG3GP TP73 TPD52 TPD52L1 TPM2 TPM3P4 TPM4 TPRG1 TPTE2P1 TRAF2 TRAJ45 TRAJ57 TRAPPC14 TRAPPC2 TRAPPC2L TRBV22OR9-2 TRBV24-1 TRBV8-2 TRGJ2 TRIM15 TRIM41 TRIM60P19 TRIM7-AS2 TRMU TRO TRPM3 TRPV3 TSHZ3 TSNAXIP1 TSR2 TSSK1A TTC36-AS1 TTYH1 TUBA1A TUBA8 TUG1 TXNIP TYW1 TYW3 U2SURP UBAP2L UBE2G2 UBE2I UBE3D UBR1 UQCC3 USP30 USP49 USP53 USP54 VAMP4 VARS2 VASP VAV1 VGLL4 VIPR1 VN1R67P VOPP1 VOPP1-DT VPS11 VPS13D VPS28 VPS35L VPS72 VTRNA1-1 VTRNA1-2 VTRNA1-3 VTRNA2-1 VWA7 WARS1 WASF4P WBP2 WBP4 WDPCP WDR12 WDR25 WDR37 WIPI1 WIZ WNT5A WRAP53 WRNIP1 WSB2 WWP2 XIST XKR4 XRCC3 XRCC5 XXYLT1 YARS1 YJEFN3 YPEL3 YWHABP1 ZAP70 ZAR1L ZBED3 ZBED3-AS1 ZBTB38 ZC3H12A ZCCHC2 ZDHHC1 ZDHHC14 ZDHHC16 ZDHHC17 ZDHHC3 ZEB2 ZFP14 ZFP36L1 ZFP64 ZFYVE21 ZFYVE28 ZHX3 ZMYM3 ZMYND19 ZNF213-AS1 ZNF225 ZNF225-AS1 ZNF292 ZNF320 ZNF402P ZNF418 ZNF432 ZNF433-AS1 ZNF474 ZNF532 ZNF568 ZNF569 ZNF56P ZNF578 ZNF587B ZNF626 ZNF668 ZNF69 ZNF70 ZNF707 ZNF70P1 ZNF732 ZNF76 ZNF790 ZNF804A ZNF839 ZNF853 ZNHIT3 BPTF_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BPTF_TARGET_GENES A1CF ABCA13 ABCA9 ABCB4 ABCB9 ABCC5 ABLIM2 ABT1 ABTB3 ACAD10 ACAP2 ACAP2-IT1 ACP2 ACP3 ACSL3 ACSS3 ACTG1P17 ACTR1A ACVR2B-AS1 ADAM18 ADAM9 ADGRD1 ADIPOQ AFF1 AGBL2 AK5 AKAP10 AKR1C3 ALDH18A1 ALG3 AMBRA1 ANAPC7 ANK3 ANKFN1 ANKRD17 ANLN ANP32E ANXA2 AP2B1 AP2M1 ARFGEF1 ARHGAP17 ARHGAP27 ARHGEF12 ARHGEF2 ARHGEF26-AS1 ARID5A ARID5B ARNT ARPC3 ARPIN ARPIN-AP3S2 ARPP21 ARRDC1 ARSB ASF1A ASNSD1 ASPM ASRGL1 ATAD1 ATF3 ATG7 ATMIN ATP11B ATP13A3 ATP13A3-DT ATP13A4 ATP13A5 ATP1A4 ATP2A2 ATP5F1C ATP5MC2P1 ATP5MJ ATP6V0A1 ATP6V1H ATP8B2 ATXN2 AZIN1 B3GALT6 B4GALT5 BACE2 BANP BCR BDH1 BDNF-AS BEND7 BICC1 BICD1 BLTP1 BRCA1P1 BRD2 BRD3OS BRWD1 BSX BTNL12P BUD13 BUD31 BZW2 C10orf88 C12orf43 C17orf75 C1DP1 C1orf122 C1orf52 C1orf53 C2orf76 C3orf33 C4orf19 CACNA2D1 CADM1 CADM2 CALM1P2 CAMSAP1 CAND1 CANX CAPRIN2 CASC16 CASP2 CBX4 CC2D2B CCDC103 CCDC144NL-AS1 CCDC183 CCDC39-AS1 CCDC57 CCDC59 CCDC6 CCNE2 CCNHP1 CCNO CCSER2 CCT8 CD55 CD59 CD82 CDC14A CDC42SE1 CDHR17P CDK13 CDK5RAP1 CEBPB-AS1 CEP250 CEP350 CEP44 CEP70 CEP83 CERNA3 CFAP45 CFL1P1 CHAC1 CHCHD3P1 CHD2 CHD7 CHKA-DT CICP12 CIITA CKS1BP5 CLASP1 CLCN2 CLDN1 CLINT1 CLNK CLPX CLVS1 CMAHP CNOT8 CNTD1 COL18A1 COL21A1 COL28A1 COPZ1 COQ8A COTL1 COX4I1 COX5A CPD CPHL1P CPVL-AS2 CRADD CREB5 CREBBP CRISPLD2 CRPPA CSMD3 CTDSP2 CTNNA1 CUEDC1 CYB5D1 CYB5R1 CYP2AB1P CYP46A1 CYTH4 DAAM1 DAGLB DBI DDHD1 DDIT4 DDX41 DDX54 DDX55 DDX56 DECR2 DENND1B DENND4C DEPDC1P2 DEPTOR-AS1 DERA DGLUCY DHRS2 DHX29 DHX58 DIXDC1 DLG1 DMAC2L DNAAF1 DNAAF11 DNAJC19 DNAJC30 DNAJC6 DNAJC7 DNAJC9 DNAJC9-AS1 DNASE1 DPH7 DRAM1 DSCAM DSCR9 DUSP6 DUSP8P5 DUTP2 DYNLL1 DZANK1 DZIP1L ECE2 ECT2 EEF1A1P23 EEF1AKMT3 EEPD1 EFCAB5 EFHD1 EFTUD2 EGFL7 EGR2 EHHADH EHHADH-AS1 EID1 EIF2AK4 EIF2B1 EIF2B5 EIF2S3 EIF3E EIF3J EIF4A1 EIF4A2 EIF4A2P5 EIF4G1 EIF4G3 EIF5 ELMO1 ELOBP2 ELOVL3 EML3 ENAH ENKUR ENSG00000176984 ENSG00000201701 ENSG00000230021 ENSG00000232995 ENSG00000233461 ENSG00000248540 ENSG00000251314 ENSG00000253842 ENSG00000254718 ENSG00000261840 ENSG00000275765 ENTPD1-AS1 EPC1-AS2 EPHX1 EPS8 EPS8L3 ERAL1 ERC1 ERGIC2 ERMAP ESCO2 ETFA ETV5 EXOC3-AS1 EXOC5 EXOSC10 EXOSC2 EXPH5 EYA1 FABP6 FAHD1 FAM107B FAM131A FAM133B FAM13C FAM20B FAM83A FAR2 FBN1 FBXL18 FBXL2 FBXO38 FCF1P8 FCHSD1 FCRL4P1 FEZ1 FHL1P1 FKBP15 FLJ42969 FLNC FNBP4 FNDC3B FNTA FOCAD FOXJ1 FOXQ1 FPGS FRMD3 FRMD4A FRS2 FSIP1 FXR1 FZD3 G3BP1 GABPB2 GAK GALK2 GALNT10 GARS1 GARS1-DT GATC GDAP1 GDF5 GGACT GLRX GMNN GNA12 GNAT3 GNB4 GNRHR2 GOLPH3L GORAB GOT1 GOT1-DT GPAA1 GPHN GPS1 GPSM3 GPX3 GPX8 GRAMD1B GRAMD2A GREB1 GREB1L GRIP2 GRM6 GSE1 GSTA10P GSTA3 GTF2IP7 GTF2IRD1 GZF1 H2AZ2 H2AZ2-DT H3-3B HAGH HCG18 HEATR1 HEATR5A HECTD1 HEG1 HERC3 HERC6 HGH1 HIGD1AP16 HINFP HIPK3 HMGB1P30 HMGB3P22 HNRNPA1 HNRNPF HOXA-AS2 HOXC-AS3 HOXC10 HRG-AS1 HRGP1 HSBP1L1 HSPA8 HSPA9 HSPB1 HTR3D HTR3E IARS1 ICE1 IDI1 IDI2-AS1 IFIT5 IGF1R IGF2BP2 IGF2BP3 IL5RA IL6ST-DT INPP4B INSM2 INTS15 INTS3 INTS6 INTS8 IPO5 IQCF3 IQCF4P ISLR2 ITCH-IT1 ITGA9-AS1 ITGB2 ITLN1 IVNS1ABP IYD JMJD1C JMJD6 JMY JPH1 JTB JTB-DT JUP KCNB1 KCNG3 KCNMA1-AS2 KCNMB2 KCNMB3 KCTD3 KDM2A KDM4A-AS1 KDM5B KIAA0319L KIAA1671 KIF12 KIF23 KIFAP3 KIFC2 KIRREL3 KLF10 KLHDC1 KLHL12 KLHL2 KLHL38 KMT2A KMT2E KMT5A KNL1 KPNB1 KPNB1-DT KRT19 KRT222 KRT28 KRT74 KRT81 KRT8P37 KRT8P46 KRTAP10-3 KRTAP16-1 KRTAP3-1 KSR1 LAPTM4A LASP1 LCN2 LCN8 LCOR LDHB LETR1 LIMCH1 LIN28A LIN7C LINC00111 LINC00160 LINC00293 LINC00433 LINC00501 LINC00511 LINC00552 LINC00578 LINC00690 LINC00700 LINC00885 LINC00963 LINC00967 LINC01016 LINC01089 LINC01162 LINC01192 LINC01322 LINC01327 LINC01585 LINC01588 LINC01965 LINC01983 LINC01991 LINC02012 LINC02015 LINC02020 LINC02031 LINC02038 LINC02052 LINC02057 LINC02254 LINC02282 LINC02303 LINC02324 LINC02471 LINC02625 LINC02716 LINC02762 LINC02790 LINC02889 LINC02894 LINC02950 LINC02951 LINC02970 LINC02985 LINC02997 LINC03015 LMNA LNCOG LOC124900473 LPP LRCH3 LRP4 LRRC26 LRRC45 LRRCC1 LRRFIP1 LRRIQ1 LSG1 LTBP3 LUC7L LYPLA1 LYPLAL1 LYPLAL1-DT LYRM9 MAD1L1 MAGEB17-AS1 MAGI2 MAP1LC3B2 MAP3K12 MAP3K4 MAP4K5 MAP6D1 MAPK6 MAPK7 MAPKAPK5 MAPKAPK5-AS1 MAPRE2 MARK3 MARS1 MATCAP2 MBD4 MBNL1 MBNL2 MCF2L2 MCM9 MDM2 MED6P1 MEF2A MEF2D MEIS2 METTL1 METTL25 MEX3A MFRP MFSD11 MGA MIDEAS MIF4GD MIF4GD-DT MINDY3 MINDY4B MIOS MIR1251 MIR125B1 MIR148A MIR155HG MIR181A2HG MIR2117HG MIR3621 MIR4259 MIR4280HG MIR4422HG MIR4448 MIR4511 MIR5694 MIR618 MIR6774 MIR8070 MIR8084 MIR875 MLIP MME MOAP1 MOB4 MORF4L1 MRLN MROH1 MRPL13 MRPL3 MRPL35P2 MRPL39 MRPL42P6 MRPL58 MRPS15 MRPS18B MRPS22 MRPS35 MRPS35P3 MSTO2P MT-CO1 MT-ND4 MT-ND5 MT-ND6 MT-TA MT-TE MT-TH MT-TL2 MT-TS2 MT-TT MT-TW MTA1 MTAP MTCO3P12 MTG2 MTHFD1 MTHFD2L MTMR4 MTND5P11 MTREX MTRR MTX1 MUC4 MXRA7 MXRA8 MYBPC1 MYEF2 MYF5 MYO1C MYZAP NAA38 NANOGNBP2 NAP1L5P1 NARS2 NAT10 NCALD NCAM2 NCBP1 NCF4-AS1 NCL NCOR2 NDE1 NDRG3 NDUFAF6 NDUFB1P2 NDUFB5 NDUFS4 NECAP1P1 NECTIN4-AS1 NEMP1 NFE2L2 NFIB NFX1 NIT1 NLGN1 NOL3 NPAS3 NPM1P13 NPM3 NR1D1 NR1H3 NR2C1 NR3C1 NR5A2 NR6A1 NRG3 NRG4 NSL1 NSMAF NSMCE1 NSMCE2 NSMF NTAN1P3 NTM NUBPL NUBPL-DT NUDT4 NUDT5 NUDT9 NUF2 NUP107 NUP214 NUPR1 NUTF2P2 NXPH3 OAS2 OAZ1P1 OFCC1 OGA OGDH OIP5 OPA1 OPA1-AS1 OR10AA1P OR10G8 OR4D7P OR4S1 OR5B3 OR6X1 OR8B5P OR8G7P ORAI1 ORAI3 OSBPL8 OSR2 OTUB2 OVCH1-AS1 OXR1 P2RX7 PA2G4P4 PABPC1 PADI4 PAK2 PAM16 PARL PARP14 PBX1 PBXIP1 PCDHB5 PCDHGC3 PDAP1 PDE4DIP PDE6C PDGFRB PDIA5 PEF1-AS1 PEX14 PEX5L PEX5L-AS2 PFDN2 PGBD2 PHACTR4 PHF14 PHF19 PHF20 PHF20L1 PIERCE2 PIGB PIGBOS1 PIGX PIK3CA PIK3CA-DT PIK3CB PIP5K1A PITRM1 PKHD1L1 PLA2G4E PLA2G6 PLCH1 PLD1 PLEKHA8P1 PLEKHO1 PLIN1 PLS1 PMEL PMM2 PNPLA6 PNPLA7 POC1B POC1B-GALNT4 POFUT1 POLB POLR2H POU2AF1 POU6F1 PPIB PPM1L PPM1L-DT PPP1R10 PPP1R15B PPP1R3F PPP2CA PPP2CA-DT PPP2R5C PPP3CB PPP3CB-AS1 PPP4R1L PPRC1 PRANCR PRDM1 PRICKLE3 PRKAB1 PRKAB2 PRKD1 PRLR PROSER2 PROSER3 PROX1 PROX1-AS1 PRPF40B PRR14 PRR15 PRR7 PSAT1 PSMB3 PSMC6 PSMD2 PSTK PSTPIP1 PTK2 PTPN11P2 PTPN7 PTPRQ PWWP2A PYCR1 PYROXD1 R3HDM2 RAB27A RAB2A RAB31 RAB4A RAB5B RAB5C-AS1 RAB5IF RABEPK RABGAP1 RAC1P9 RAD23B RAD51 RAD51-AS1 RALA RALGAPA1 RALGAPB RANBP17 RAP2B RAPGEF3 RAPGEF5 RAPGEF6 RASGEF1B RBBP4P1 RBL2 RBM27 RECQL5 RFC4 RFC5 RFFL RFNG RGMB RGMB-AS1 RGS4 RGS5 RGS9 RGSL1 RIC1 RITA1 RN7SKP202 RN7SKP296 RN7SKP38 RN7SKP92 RN7SL229P RN7SL381P RN7SL630P RN7SL73P RN7SL79P RNA5SP127 RNA5SP190 RNA5SP273 RNA5SP352 RNA5SP45 RNA5SP479 RNF13 RNF138P1 RNF144B RNF157 RNF216 RNF43 RNF7 RNLS RNU1-70P RNU2-17P RNU2-25P RNU2-63P RNU5E-10P RNU6-1014P RNU6-1109P RNU6-1201P RNU6-1248P RNU6-1317P RNU6-172P RNU6-26P RNU6-380P RNU6-406P RNU6-518P RNU6-534P RNU6-552P RNU6-621P RNU6-638P RNU6-681P RNU6-70P RNU6ATAC3P RNU6ATAC41P RNU6ATAC42P RNU7-120P RNU7-18P RNU7-54P ROBO2 ROBO3 ROM1 RPA1 RPH3A RPL12P24 RPL18P10 RPL21P29 RPL21P42 RPL22L1 RPL24 RPL30P13 RPL34P10 RPL35AP16 RPL36P20 RPL37P18 RPL39P5 RPL4 RPL5P24 RPL6 RPL6P7 RPL7L1P2 RPL7L1P8 RPL9P29 RPS18P6 RPS20P15 RPS26 RPS26P35 RPS27AP8 RPS2P41 RPS4XP12 RPS6KC1 RPS7P11 RPSAP31 RRP12 RSF1 RSL24D1 RSRC2 RSU1 RUVBL1 S100A12 S100A4 S1PR5 SAMD7 SARS2 SBNO1 SC5D SCAMP5 SCGB1A1 SDCBPP2 SEC11A SEC62 SEMA4A SENP2 SENP5 SEPTIN4-AS1 SERPINA6 SETD5 SETP9 SH2B2 SH3BP5 SH3GL1 SHC4 SHFL SHLD2 SHMT1 SIDT1-AS1 SINHCAF SKAP1 SKIL SKP1 SLC17A2 SLC1A5 SLC20A2 SLC22A5 SLC24A1 SLC25A19 SLC2A4RG SLC30A8 SLC31A1 SLC33A1 SLC35B1 SLC35F5 SLC37A4 SLC3A2 SLC44A1 SLC48A1 SLC5A4P1 SLC6A6 SLC7A11 SLC8A1-AS1 SLC9A3R1-AS1 SLC9C1 SLF1 SMAD1 SMAD3-AS1 SMARCD2 SMARCE1 SMCP SMIM14 SMIM14-DT SMIM3 SMURF2 SMYD2 SNCA SNCA-AS1 SNHG1 SNHG11 SNHG21 SNHG32 SNORA60 SNORA63B SNORA67 SNORA71E SNORA72 SNORA81 SNORD18C SNORD25 SNORD26 SNORD27 SNORD28 SNORD48 SNRPA1 SNTG1 SNX1 SNX2 SNX27 SORL1 SORL1-AS1 SOX2-OT SOX4 SPA17 SPAG9 SPECC1 SPECC1-DT SPEN SPIDR SPINK5 SPINT1 SPOCD1 SPRYD3 SPSB1 SQOR SRCAP SRCIN1 SRD5A1 SRGAP1 SRP68 SRPRA SRPRB SRRM2 SRSF2 SRSF9 SSBL4P SSH2 SSR3 ST3GAL1 ST3GAL4 ST6GAL1 ST6GALNAC4 ST8SIA1 STAB2 STAM STAM-DT STARD3 STAT3 STAT6 STC2 STK3 STRBP STRN3 STT3A STX8P1 STYXL2 SUFU SUOX SUPT4H1 SUSD6 SUV39H2 SWT1 SYNE1 SYT14 SYTL2 TAF5L TAFA2 TAOK3 TAPT1 TARBP2 TARDBP TARS1 TARS1-DT TAT-AS1 TATDN3 TBC1D16 TBL1XR1 TCEA2 TCF25 TCTN1 TDRKH-AS1 TEFM TEX47 TEX48 TFAP2A TFDP2 THAP2 THBS3 THNSL1 THRA TIGD6 TIMM10 TIMM44 TIMMDC1 TIPARP TM2D2 TM9SF3 TMBIM6 TMED11P TMEM100 TMEM101 TMEM106C TMEM139-AS1 TMEM167A TMEM186 TMEM192 TMEM229BP1 TMEM25 TMEM39A TMEM41A TMEM44 TMEM63A TMEM9 TMEM94 TMPRSS13 TMSB4XP4 TMX1P2 TNFRSF12A TNFSF15 TNIK TNIP1 TNK2 TNKS1BP1 TNNC1 TNS2 TNS3 TOP1MT TOPORSLP TOR1AIP1 TOR3A TPM4 TPRKB TRA2B TRAPPC9 TRDMT1 TRIB3 TRIM2 TRIM39 TRIM39-RPP21 TRIM41 TRIM55 TRIM59 TRIM67-AS1 TRIQK TRPC6 TRPM3 TRPT1 TRPV4 TRUB1 TSEN15 TSNAX TSPAN19 TSTD1 TTC21A TTC36-AS1 TTPAL TXNDC8 TXNIP TXNRD1 UBALD1 UBE2T UBE3A UBP1 UBR4 UCHL5 ULBP1 ULK2 ULK4 UNC13C UNC13D UQCRB UQCRB-AS1 UQCRQ URM1 USH2A-AS1 UTP18 UTP23 UTS2B VCPKMT VDR VGLL1 VPS13B VPS13B-DT VPS26B VPS41 VPS45 VPS8 VWA5B2 WASHC4 WBP1L WDR49 WIPF2 WNT1 WWP2 XKR4 XPC-AS1 XPO7 XXYLT1 YEATS4 YTHDF3 YWHAZ ZC3H12A ZC3H12A-DT ZC3H7A ZCCHC24 ZDHHC19 ZFAND2A ZFAND6 ZFC3H1 ZFPM2 ZFR ZFTRAF1 ZHX1 ZMYND11 ZNF131 ZNF133 ZNF140 ZNF141 ZNF165 ZNF19 ZNF207 ZNF383 ZNF385A ZNF540 ZNF571 ZNF585B ZNF621 ZNF736 ZNF766 ZNF815P ZNF875 ZPLD1 BRCA2_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BRCA2_TARGET_GENES AAGAB AARS1 AASDHPPT ABHD16A ABLIM1 ACAA1 ACACB ACD ACIN1 ACKR2 ACOT9 ACOX2 ACP2 ACP6 ACTB ADAMTS6 ADD3-AS1 ADGRF5 ADGRG1 ADGRL1 ADGRV1 ADNP ADPRS ADRA1D ADRM1 ADSL AFF1 AGBL5 AGBL5-AS1 AHI1 AHI1-DT AHNAK AK1 AK2 AK6 AKAP1 AKAP1-DT AKAP3 AKAP8L AKIRIN1 AKR1A1 AKT1S1 AKT2 ALCAM ALDH4A1 ALG1 ALG13 ALKBH5 ALOX12-AS1 ALPK2 AMIGO3 AMOTL2 ANAPC13 ANKMY2 ANKRD10 ANKRD12 ANKRD13A ANKRD17 ANKRD36 ANO10 ANP32E ANXA8 ANXA9 AP3S1 AP4M1 APMAP APTX AQP7 ARAP1 ARF4 ARF4-AS1 ARFRP1 ARHGAP11B-DT ARHGAP27 ARHGAP42-AS1 ARHGEF17 ARHGEF37 ARID1A ARID4B ARL6IP6 ARMH3 ARPC4 ARPC4-TTLL3 ARPC5 ARPC5L ARRB2 ARRDC1 ASAH1 ASAH1-AS1 ASH1L ASPM ATAD5 ATF6-DT ATF7 ATF7-NPFF ATG101 ATG12 ATG16L2 ATG7 ATM ATP13A4 ATP5F1E ATP5MG ATP5PD ATP6V0C ATP6V0E1 ATP6V1C1 ATP6V1H ATP8A1 ATP8A1-DT ATPSCKMT ATRAID ATRNL1 ATXN2L B3GALT4 B3GALT6 BAZ2A BBIP1 BBLN BBS4 BCAR3 BCCIP BCKDHA BCL2L12 BCL2L13 BCL6 BCL7B BCL9 BICD1-AS1 BLM BLNK BLOC1S6 BLTP2 BNIP1 BOLA1 BORCS7 BORCS7-ASMT BRAT1 BRF2 BSCL2 BTAF1 BTBD10 BTBD8 BUD13 BUD13-DT BZW1 BZW2 C10orf143 C10orf88B C11orf68 C14orf93 C17orf80 C18orf32 C19orf25 C19orf44 C21orf91 C4orf47 C5orf15 C5orf34 C6orf226 C6orf62 C8orf74 C8orf82 CA13 CACNB3 CAGE1 CALCOCO1 CALD1 CALM3 CALR3 CAPN10 CAPN6 CAPS2 CASP8 CASZ1 CATSPER1 CATSPERG CBLL1 CBY1 CCAR2 CCDC14 CCDC171 CCDC82 CCDC85C CCDC88A CCDC88B CCDC9 CCNA1 CCNB3 CCND1 CCND2 CCND3 CCNT2 CCSAP CCT5 CCZ1B CD109 CD151 CD164 CD9 CDC40 CDC42SE1 CDC45 CDC7 CDCA7L CDH26 CDIPT CDIPTOSP CDK13 CDK13-DT CDK16 CDK2AP2 CDK5 CDKL3 CDKN2C CDON CDT1 CDV3 CELSR3 CENPE CENPJ CENPN CENPP CENPU CEP192 CEP250 CEP55 CEP57L1 CEP63 CEP72 CEP72-DT CEP95 CES2 CFAP221 CFAP298 CFAP298-TCP10L CFAP36 CFAP418 CFAP68 CFAP77 CFB CHCHD1 CHCHD2 CHD6 CHD8 CHID1 CHMP2A CHMP3 CHMP4A CHPF CHRAC1 CHST11 CIAO2B CIC CIP2A CIRBP CITED1 CIZ1 CLASP1 CLCA2 CLCN2 CLN6 CLN8 CLN8-AS1 CMC2 CNIH2 CNNM2 CNOT10 CNOT6 CNOT9 COG2 COL9A3 COMMD6 COMTD1 COPS4 COPS5 COPS8 COPS8-DT COQ10B COQ6 COQ8B COTL1 COX18 COX20 CPE CPEB3 CPEB4 CPNE1 CPSF2 CPSF3 CREB1 CREB3L4 CREBRF CRTC3-AS1 CRY1 CRYZL1 CSMD2 CSNK1A1 CSNK1D CSNK2A1 CSPP1 CSTA CSTB CTC-338M12.4 CTNNBIP1 CTSB CTU1 CUL2 CUL4B CUL9 CWC27 CWF19L2 CXCL8 CXXC5 CYP51A1 CYP51A1-AS1 CYREN CYTH1 DAP3 DAW1 DAXX DBT DCAF11 DCAF8 DCUN1D3 DDAH2 DDIAS DDX11 DDX11-AS1 DDX19B DDX5 DDX54 DDX59 DENND2B DGAT2 DGAT2-DT DHRS9 DHX57 DIAPH1 DIS3L DISP3 DKK1 DLGAP5 DLST DMAP1 DMXL1 DMXL1-DT DNAAF3 DNAAF9 DNAJA1 DNAJB11 DNAJC14 DNAJC28 DNAJC5 DNM1 DNMT1 DOCK4 DOCK8 DOHH DOT1L DPH3 DPM1 DPP9 DRAIC DRAM1 DRAP1 DRG2 DTWD2 DUBR DUS4L DUSP23 DUSP7 DUT DUT-AS1 DVL2 DZIP1L DZIP3 E2F6 EBAG9 ECE1 EDC4 EED EEF1A1 EEF1A1P23 EEF1D EEF2K EEF2KMT EGLN2 EHD2 EID1 EIF1 EIF1B EIF1B-AS1 EIF2A EIF2AK3 EIF2AK3-DT EIF2AK4 EIF2D EIF3B EIF4A1 EIF4ENIF1 EIF4G3 ELAVL1 ELAVL2 ELF1 ELL ELOVL1 ELP2 ELP3 EMC3 EMC3-AS1 EMG1 EMSY-DT ENDOV ENO3 ENPP2 ENSG00000187951 ENSG00000232995 ENSG00000233461 ENSG00000239137 ENSG00000248187 ENSG00000266401 ENSG00000268650 ENTPD6 ENY2 EPB41L4A-AS1 EPG5 EPHB2 EPHX1 EPN1 EPS15 ERCC5 ERCC6L2 ERCC6L2-AS1 ERI2 ESR2 ESRRG ESYT1 ESYT2 ETNK1-DT ETV2 EWSR1 EXOSC5 EXOSC6 F3 FABP3 FABP5P3 FAIM2 FAM104A FAM110A FAM120C FAM133B FAM156A FAM157A FAM161B FAM162A FAM182B FAM185A FAM20B FAM21EP FAM227A FAM228B FAM229B FAM43A FAM53C FAM83E FAM86C1P FAM86DP FAM86FP FAM86JP FANCI FARS2 FASTK FBLN1 FBLN2 FBXL14 FBXO15 FBXO24 FBXO33 FBXW7 FCHO1 FCHO2 FCHO2-DT FCHSD2 FCRLA FER FGFR1OP2 FIRRE FKBP8 FLCN FLOT1 FMC1-LUC7L2 FOS FOSL1 FOSL2 FRAT1 FRAT2 FRMD5 FRMD6 FSIP1 FSTL3 FUS FUT10 FUT8 FUZ FYTTD1 FZR1 GABARAPL1 GABPB2 GALE GALNT10 GALT GANC GARNL3 GAS5-AS1 GAS7 GASK1B GASK1B-AS1 GATAD2A GATC GBAP1 GCA GCLC GDF15 GDF5 GDF9 GEMIN2 GET3 GFI1B GFPT2 GGA1 GGPS1 GHR GINS2 GIPC1 GLCCI1 GLI3 GLMN GNAL GNAS GNB2 GNG3 GNL1 GOLGA3 GOLM2 GPAT4 GPAT4-AS1 GPATCH2 GPATCH3 GPI GPR108 GPR173 GPR180 GPS2 GRAMD2B GRB7 GRIP1 GRIPAP1 GRPEL2 GRPEL2-AS1 GSE1 GSEC GSPT1 GSTO2 GTF3C2 GTF3C2-AS2 GTF3C3 H1-3 H1-4 H2AC20 H2AC21 H2BC17 H2BC21 H2BC6 H3C12 H3C2 H4C11 H4C3 H4C4 HACD2 HADHA HADHB HAGHL HAP1 HAPSTR1 HAUS8 HDAC1 HDAC2 HDAC2-AS2 HDLBP HECTD4 HELLS HERC4 HEXIM1 HEY1 HGSNAT HIGD2B HINT2 HINT3 HMGA2-AS1 HMGB1 HMGCL HMGCR HMOX2 HNRNPH3 HNRNPL HNRNPUL1 HNRNPUL2 HNRNPUL2-BSCL2 HSD17B8 HSPA1A HSPA1B HSPA1L HSPA8 HTR5A HYAL2 HYOU1 IBA57 IBA57-DT IDH1 IDI1 IER2 IER3-AS1 IER5L-AS1 IFI16 IFIH1 IFRD1 IFT122 IFT46 IFT52 IFT74 IL23A IL6ST INAVA INKA2 INKA2-AS1 INO80C INO80D-AS1 INPP5K INTS10 INTS13 IQCH IRF2BP1 IRF3 ISG20 ISLR2 IST1 ITFG2 ITFG2-AS1 ITGB1BP1 ITGB3BP ITPRIPL2 ITSN1 JMJD1C JMJD4 JMJD7 JMJD7-PLA2G4B JRKL JUN JUP KANSL1 KANSL3 KAZALD1 KBTBD11-OT1 KBTBD3 KCNAB2 KCNIP2-AS1 KCTD2 KDM4C KDSR KIAA0586 KIAA0753 KIAA2013 KLHL22 KLHL28 KMT2C KMT2E KMT5A KRT5 KRT7 KRT7-AS KRT86 KTN1 KTN1-AS1 LANCL2 LARP4 LATS2 LGALS1 LGMN LIN54 LINC00449 LINC00461 LINC00869 LINC00870 LINC00881 LINC00882 LINC00910 LINC00941 LINC01004 LINC01135 LINC01315 LINC01358 LINC01560 LINC01607 LINC01719 LINC01775 LINC01852 LINC02018 LINC02029 LINC02112 LINC02236 LINC02354 LINC02453 LINC02585 LINC02614 LINC02896 LINC02926 LINC02934 LINC03044 LIPE LIPE-AS1 LIPT1 LNCOC1 LNPEP LOC124904631 LPAR5 LPXN LRATD2 LRCH4 LRFN5-DT LRP10 LRPPRC LRRC14 LRRC41 LRRC47 LRSAM1 LSG1 LSR LTBP4 LUARIS LYRM1 LYRM4 MAD1L1 MADD MAF MAGIX MAGOH MAGOH-DT MAGOHB MAN2A2 MANBA MAOA MAP3K14 MAP3K14-AS1 MAP3K9 MAP3K9-DT MAP7D1 MAPK11 MARCHF10 MARF1 MAST4 MAST4-AS1 MAT1A MAT2A MBD4 MBNL1 MBNL3 MBOAT7 MBTD1 MCFD2 MCL1 MCM4 MCM7 MCRIP2 MCTP2 MDK MDM2 MDP1 MEAK7 MECOM MED15 MED18 MED19 MED24 MED26 MEIG1 MEIS1 MEIS1-AS3 MEIS2 MEMO1 METTL7B MFN1 MFSD4B MFSD4B-DT MGRN1 MIA2 MIA2-AS1 MIA3 MIB1 MIB2 MICAL3 MICALL1 MICB MICOS10 MICOS10-NBL1 MIR100HG MIR1289-1 MIR130AHG MIR210 MIR210HG MIR3189 MIR3677HG MIR378D2HG MIR4530 MIR4733 MIR4757 MIR5087 MIR548AW MIR583 MIR7-3 MIR7-3HG MITD1 MIX23 MLEC MLLT6 MLST8 MMP14 MMP25-AS1 MNT MOB4 MOCS3 MORN2 MORN5 MPHOSPH6 MPND MRE11 MROH8 MRPL12 MRPL13 MRPL30 MRPL43 MRPL45P2 MRPL46 MRPL53 MRPS11 MRPS24 MRPS27 MRPS36 MSH4 MSTO2P MSX1 MTAP MTBP MTCH1 MTDH MTERF3 MTMR14 MTMR4 MTO1 MTPN MYD88 MYG1 MYH9 MYL12-AS1 MYL12A MYL12B MYL6 MYL6B-AS1 MYLK-AS1 MYO9B MYORG MYT1 N4BP1 NAB1 NABP2 NANOS3 NBDY NBEAL1 NBL1 NBPF1 NBPF11 NBPF12 NBPF3 NCAPD3 NCOA2 NDC80 NDE1 NDOR1 NDST2 NDUFA6 NDUFA6-DT NDUFA9 NDUFAF1 NDUFB1 NDUFB2 NDUFB5 NDUFB8 NDUFV2-AS1 NDUFV3 NECAB3 NECTIN3 NECTIN3-AS1 NEU3 NF1 NFIC NFKB2 NFKBIB NFKBID NFXL1 NGEF NKAP NLGN2 NMRAL1 NOCT NOL8 NOLC1 NOP56 NPAT NPB NR1H3 NR6A1 NRM NRSN2-AS1 NT5C3A NT5DC3 NUDCD1 NUDT16 NUDT16-DT NUDT9 NUF2 NUMA1 NUMBL NUP43 NUS1 NXN OGA OGG1 OIP5-AS1 ONECUT3 OPA1 OPA3 ORMDL1 OSBP OTUB1 OXNAD1 OXR1 OXR1-AS1 PA2G4 PACSIN2 PADI1 PAFAH1B3 PAICS PAN2 PAPPA-AS2 PARD6A PARK7 PAXIP1 PAXIP1-DT PCBP2 PCDH7 PCDH9-AS3 PCGF1 PCLAF PCNX4 PCNX4-DT PCSK4 PCSK7 PCYOX1L PDE2A PDE4DIP PDIK1L PDP1 PDPR2P PDXDC1 PDXDC2P PDXDC2P-NPIPB14P PEF1 PEF1-AS1 PEMT PER2 PFDN4 PGGT1B PGM3 PHB2 PHF1 PHF11 PHF12 PHIP PHKA2 PHLDB1 PHLDB2 PHRF1 PI4KA PICALM PIF1 PIGL PIK3CB PIK3R1 PIK3R3 PIKFYVE PIP4K2B PIP5K1A PIPOX PISD PJA2 PKIA PKM PKNOX1 PLCD3 PLEKHA8 PLEKHB2 PLEKHG5 PLPP6 PLS1 PLXNA2 PLXNA3 PLXNB1 PMF1 PMF1-BGLAP PMM1 PMS1 PMVK PNISR PNMA1 PNN PNPLA6 POC1A POC1B-AS1 POGZ POLB POLD1 POLDIP3 POLG POLG-DT POLG2 POLI POLR1A POLR1B POLR1G POLR2A POLR2H POLR2L POLR3E POM121C PON2 POR POU2F1 PPAT PPFIA3 PPFIBP1 PPIA PPIB PPM1L PPM1L-DT PPOX PPP1CA PPP1R13L PPP1R3F PPP5D1P PPP6R1 PPT2 PPT2-EGFL8 PQBP1 PRCP PRDM1 PRDM10 PRDM10-DT PRDX2 PRKAG2 PRKCA PRKCE PRKCI PRKDC PRKG1-AS1 PRKRIP1 PRLR PRMT1 PRMT5-AS1 PRPF40A PRR3 PRRC2A PRRT1 PRRT2 PSIP1 PSMA6 PSMA7 PSMB9 PSMD7 PSMD7-DT PSMD8 PTCD2 PTCD3 PTDSS1 PTEN PTGER4 PTGR1 PTK6 PTOV1 PTOV1-AS1 PTP4A2 PTPRE PTPRG PURA PYGO2 QPCTL QRICH1 R3HCC1 R3HCC1L RAB10 RAB14 RAB26 RAB28 RAB3A RAB4B RAB4B-EGLN2 RABEPK RACK1 RAD17 RAD23A RAET1K RAI14 RALA RALY RANBP10 RAP2B RARA RARG RAVER1 RBBP6 RBFOX2 RBIS RBM12 RBM23 RBPJ RCL1 REEP3 REEP6 RERE REXO2 RFX5 RFX7 RGL1 RGS5 RGS9 RHBDD3 RHOF RIBC1 RIOK1 RIT1 RITA1 RMND5A RMND5B RN7SL473P RNA5SP354 RNA5SP40 RNASEH2B RNASEH2C RNASEK RNASEK-C17orf49 RNF123 RNF14 RNF213-AS1 RNF214 RNFT1 RNFT1-DT RNPS1 RNU11 RNU12 RNU2-17P RNU4-2 RNU5A-1 RNU5D-1 RNU5E-1 RNU5E-4P RNU5F-1 RNVU1-14 RNVU1-15 RNVU1-2 RNVU1-21 RNVU1-22 RNVU1-24 RNVU1-26 RNVU1-27 RNVU1-28 RNVU1-2A RNVU1-30 RNVU1-31 RNVU1-34 RNVU1-6 ROBO1 ROBO4 RPA3 RPL12 RPL13 RPL19 RPL22 RPL23A RPL23AP53 RPL30 RPL35 RPL38 RPL39 RPLP0P2 RPLP1 RPN2 RPRD1B RPS17 RPS24 RPS27 RPS28 RPS6 RPS6KA4 RPS6KC1 RSL1D1 RSL1D1-DT RSPH3 RTKN2 RTN4 RTN4RL2 RUBCN RUSC1 RUSC1-AS1 RUSC2 RWDD2A S100A10 S100A4 SAC3D1 SAMM50 SAP30BP SAR1B SASH1 SBDS SCAMP3 SCARB1 SCG5 SCNN1A SCO1 SCRIB SCUBE1-AS1 SDF4 SECISBP2 SELENOH SELENOW SEMA6A SEPTIN11 SEPTIN2 SEPTIN4-AS1 SEPTIN6 SEPTIN9 SERP1 SESN1 SETD5 SETDB2 SF3B6 SFR1 SGK1 SGK3 SGO1 SGO1-AS1 SGO2 SH3BGRL3 SHANK2 SHARPIN SHC4 SHISA4 SHOC2 SHROOM1 SIAE SIDT2 SIGMAR1 SIN3A SIRT2 SIX2 SLBP SLC12A2 SLC12A2-DT SLC19A2 SLC22A4 SLC22A5 SLC25A16 SLC25A19 SLC25A26 SLC25A28 SLC25A45 SLC26A6 SLC27A5 SLC35B2 SLC35E2A SLC35E2B SLC35F2 SLC38A4-AS1 SLC39A1 SLC39A6 SLC3A2 SLC41A2 SLC41A3 SLC44A1 SLC46A2-AS1 SLC5A6 SLC66A3 SLC6A15 SLC7A8 SLFN12 SLFN5 SMAGP SMARCAL1 SMARCAL1-AS1 SMARCD2 SMC1A SMC3 SMG1 SMG1-DT SNAP29 SNAP47 SNHG25 SNHG29 SNORA13 SNORA50C SNORD104 SNORD118 SNORD13 SNORD42B SNORD49A SNORD49B SNORD68 SNORD95 SNRNP35 SNRNP70 SNRPD2 SNX8 SOCS5 SOD1 SOD1-DT SOX12 SP1 SP3 SPA17 SPAG5 SPAG5-AS1 SPART SPATA17 SPATA24 SPATA2L SPATA7 SPIN1 SPIN2B SPRED2 SPRY2 SPRY4 SPTBN5 SPTLC2 SREK1 SREK1IP1 SRI SRP14-DT SRP54 SRP54-AS1 SRPK1 SRPK2 SRXN1 SS18 SS18L1 SSB SSR3 SSRP1 ST7 ST7-OT4 STAG3L2 STAG3L3 STAP2 STARD13 STARD3NL STAT2 STAT5A STEEP1 STK35 STN1 STRIP2 STT3B STUB1 STUB1-DT STX16 STX16-NPEPL1 STX5-DT SUCLA2 SUCLA2-AS1 SUCO SUGT1 SUGT1-DT SUPT4H1 SUZ12P1 SYAP1 SYN1 SYNCRIP SYNE1 SYS1 SYS1-DBNDD2 SYT7 SYTL1 SYVN1 TACC1 TACC3 TACO1 TADA3 TAF12 TAF15 TAF8 TAF9 TAFA2 TAGLN2 TAP1 TARDBP TARS2 TAS2R1 TAX1BP1 TAX1BP1-AS1 TBC1D12 TBC1D17 TBC1D23 TBCCD1 TBK1 TBX3 TCAIM TCAM1P TCEA1 TCF12 TCF4 TCP11L2 TDGF1P2 TENM3 TENM3-AS1 TENT2 TENT5B TFAP2A-AS1 TFE3 TFEB THAP7 THAP7-AS1 THBS1 THEM6 THOC6 THUMPD3-AS1 TIGD5 TIMM17B TIMM21 TIMM9 TIRAP-AS1 TJP2 TJP3 TLCD2 TLR3 TM4SF1 TM4SF1-AS1 TM7SF2 TM9SF2 TMBIM1 TMEM131 TMEM170A TMEM18 TMEM19 TMEM198 TMEM198B TMEM203 TMEM219 TMEM230 TMEM243 TMEM250 TMEM253 TMEM256 TMEM256-PLSCR3 TMEM260 TMEM263 TMEM40 TMEM87A TMEM9B TMEM9B-AS1 TMOD3 TMX2 TNC TNFRSF10A TNFRSF10A-DT TNK2 TOB2 TOGARAM1 TOM1L1 TOR1AIP1 TOX4 TP53I3 TP73 TPBG TPM1 TPM3P9 TPRA1 TPRKB TPX2 TRAF4 TRAK1 TRAPPC13 TREX1 TRIAP1 TRIM23 TRIM29 TRIM69 TRIM8 TRIP10 TRIP4 TRIP6 TRIQK TSC1 TSC22D2 TSEN34 TSFM TSG101 TSGA10 TSLP TSNAX TSNAX-DISC1 TSNAXIP1 TSPAN1 TSPAN10 TSPAN4 TTC30B TTC7A TTC9C TTI2 TTLL13 TTLL7 TUBB4BP7 TUBE1 TUFT1 TUT7 TVP23B TWF1 TWNK TXLNA TXNDC17 TYMS TYMSOS TYW1 UBA1 UBA3 UBAC2 UBB UBE2A UBE2B UBE2D3 UBP1 UBR2 UCHL3 UCKL1 UCN2 UFD1 UFL1 UFL1-AS1 UFSP2 UGGT2 UIMC1 ULK4 UNC5B UPP1 UQCR10 UQCRBP2 UQCRC2 UQCRH UQCRQ UROS USE1 USF1 USP15 USP3 USP37 UTP18 VBP1 VDR VILL VPS26B VPS37C VPS45 VPS72 VPS8 VSIG10L VSIG10L-AS1 VWA7 WAS WASF1 WASF2 WASH3P WASHC2A WASL WASL-DT WDR12 WDR13 WDR18 WDR24 WDR36 WDR37 WDR4 WDR44 WDR5 WDR5-DT WDR5B WDR5B-DT WDR73 WRAP53 WTAP WWOX XDH XKR4-AS1 XKR6 XXYLT1 YJU2 YWHAQ YY1AP1 ZBTB1 ZBTB12 ZBTB22 ZBTB25 ZC3H10 ZCCHC24 ZDHHC2 ZDHHC5 ZDHHC9 ZFAND3 ZFAND3-DT ZFP91 ZFP91-CNTF ZNF101 ZNF131 ZNF146 ZNF219 ZNF225-AS1 ZNF263 ZNF274 ZNF277 ZNF282 ZNF286A ZNF286A-TBC1D26 ZNF286B ZNF3 ZNF30 ZNF30-AS1 ZNF300 ZNF311 ZNF317 ZNF33A ZNF33B ZNF383 ZNF41 ZNF410 ZNF449 ZNF45 ZNF451-AS1 ZNF470 ZNF470-DT ZNF513 ZNF514 ZNF518A ZNF552 ZNF564 ZNF565 ZNF584 ZNF600 ZNF609 ZNF638 ZNF639 ZNF703 ZNF75D ZNF761 ZNF765 ZNF774 ZNF815P ZNF821 ZNF845 ZNF846 ZNF865 ZSCAN16-AS1 BRF1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BRF1_TARGET_GENES AGBL5 AGBL5-AS1 ALOXE3 ANG B4GAT1 B4GAT1-DT BCAR3 C2orf42 CFAP418 DPP9 ELF1 FBXO31 FMC1 FMC1-LUC7L2 H3C9P H4C8 HCG14 HJV HMGN4 HSPA6 ILF2 KNL1 LASP1 LIMD1-AS1 LINC01556 LINC01623 LINC01962 LINC02136 LINC02453 LRP3 LTA4H MAP1LC3B MCRIP2 METTL26 MIR4521 MYNN NCOA7 NDUFS7 PAMR1 PLEKHG2 PLXDC1 POLG POLG-DT POLR3E PPEF1 PPP6R3 PRMT5 PRMT5-DT PSMB3 RAB11A RNASE11 RNASE4 SACM1L SHF SMARCC2 TIA1 TRIM41 TRIM7-AS2 VTRNA1-1 VTRNA1-2 VTRNA1-3 VTRNA2-1 WASF4P WBP4 ZNF839 BRF2_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BRF2_TARGET_GENES CCDC107 ERCC1 GHET1 GSTA4 MED16 PARP2 RMRP RN7SK RNU6-1 RNU6-2 RNU6-7 RNU6-8 RNU6-9 RNU6ATAC RNY1 RNY3 RNY4 RPPH1 TMEM259 ZFP36L1 CARM1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CARM1_TARGET_GENES CARM1 FKBP4 GREB1 LINC00963 LNCATV NLRP7P1 NONO PABPC1 STARD10 STX16 STX16-NPEPL1 TDRD3 TFF1 CASP3_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CASP3_TARGET_GENES LINC01754 MT-CO1 MT-CYB MT-ND2 MT-ND5 MT-RNR1 MT-TF MT-TH MT-TI MT-TL2 MT-TM MT-TP MT-TQ MT-TS2 MT-TW CASP8AP2_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CASP8AP2_TARGET_GENES AAGAB ACE ADAMTS7P4 ADAP2 ADAT2 ADPRHL1 AFF4 AFF4-DT AGBL5 AGBL5-AS1 ALG10B ALG3 ALKBH3 ANKHD1 ANKMY2 ANKRD13A ANKRD26 AP3S2 AP5Z1 ARID4B ARSK ASPHD2 ATP6V1H ATP8A1 ATP8A1-DT BBX BMS1 BMS1P4 BMS1P4-AGAP5 BOLA1 BZW2 C10orf88 C17orf75 C1GALT1 C3orf38 C8G CAAP1 CASC11 CBY1 CCAR2 CCDC12 CCDC57 CCDC7 CCND3 CDC123 CDC16 CENPP CFAP221 CGGBP1 CHCHD2 CHTOP CLCN7 CLIP1 CLTC COA6 COA6-AS1 COMMD2 COPS7B CORO7 COX16 COX19 CPOX CUL4A CWC27 CYB561D2 DAGLB DDX11L17 DDX55 DMAP1 DNAAF3 DNAJA3 DNAJC25 DNAJC25-GNG10 DNTTIP2 DPM3 DSTYK DUX4L18 ECE2 EDF1 EID2B EIF4E2 EMG1 ENKUR ENPP3 ENSG00000230021 ENSG00000239137 ETV2 EXD2 EXD3 EXOC8 EXOSC3 FABP6 FAM222B FAM227A FAM230G FAM98A FAM98B FBXO28 FBXO31 FBXO33 FBXW5 FGFR1OP2 FRA10AC1 FRAT1 FRG1FP FRG1HP FUS GALNT16-AS1 GGPS1 GLUD1P3 GRPEL2 GSTCD GTF3C3 GTF3C5 H1-1 H1-2 H1-4 H2AC12 H2AC14 H2AC20 H2AC4 H2AC6 H2BC11 H2BC12 H2BC14 H2BC21 H2BC4 H3C1 H3C2 H4C2 H4C3 H4C8 HELQ HEXA HEXA-AS1 HIRA HMGXB4 HPS4 HSPA1A HSPA1L HSPD1 HSPE1 HSPE1-MOB4 HUS1 ILF2 INTS12 INTS13 IPP IQCH IQGAP1 ISY1 ISY1-RAB43 JMJD4 JPX JRK KANSL3 KBTBD4 KLHL7 KLHL7-DT KNSTRN LAS1L LIMA1 LINC01719 LINC02739 LRRC27 LSM5 LTN1 MAF1 MAN2C1 MAP1LC3B MED23 METTL15 MFN2 MIR142HG MIR3143 MITD1 MKRN3 MROH8 MRPL13 MRPL16 MRPL30 MRPL39 MRPL40 MRPL44 MRPL58 MRPS15 MRPS18C MRPS23 MRPS24 MRPS31P5 MT-TA MT-TC MT-TN MT-TY MTBP MTCO3P12 MTERF4 MTND1P15 MTND5P11 MYH9 N6AMT1 NCL NDUFC2 NDUFC2-KCTD14 NDUFS3 NFX1 NME1 NME1-NME2 NOL8 NOLC1 NORAD NOXA1 NPRL2 NR1H2 NSFL1C NT5C3A NUDT5 OSGEPL1 OSGEPL1-AS1 PANTR1 PCDH15 PCID2 PCLAF PDCD2L PDCD6P1 PDE6D PDRG1 PEX3 PHB2 PIK3R3 PKIG PLXDC1 POLG POLG-DT POR POU2F1 POU2F1-DT PSCA PSMD3 PSME2 PSMF1 PSTK PTMS PTPN21 PTRH1 RAB18 RAB23 RABGGTA RANBP1 RBAK RBAK-RBAKDN RCC1 RFC2 RFX2 RNA5SP283 RNF31 RNFT1 RNFT1-DT RNU11 RNU6-411P RNVU1-6 RPL3 RPL37 RPN2 RPS24 RPS7 S100A13 SAYSD1 SBF1 SCAF11 SCAF4 SEC22B SECISBP2 SELENOW SEPTIN7 SEPTIN7-DT SF3A3 SHARPIN SKIC3 SLC39A13 SLC4A1AP SLC8A1 SMG5 SMG8 SNAP47 SNHG3 SNORD118 SNORD12C SNORD43 SNRPB2 SNRPD1 SNX12 SNX16 SOS1 SPRTN SREK1IP1 SSBP1 STAT1 STK32C STX16 STX16-NPEPL1 SUFU SUPT7L SYF2 TAF8 TARS2 TEFM TGIF1 THNSL1 TIGD1 TIPIN TLN2 TMEM101 TMEM167B TMEM242 TMEM242-DT TMEM41A TMEM79 TOP3B TOR1AIP1 TPGS1 TRIP4 TRMT2A TSEN15P3 TTC16 TUT1 UIMC1 USP30 USP42 VPS25 VPS51 VPS9D1 WDR24 WDR31 WEE2-AS1 ZBTB17 ZFAS1 ZMYM4 ZNF12 ZNF140 ZNF195 ZNF276 ZNF579 ZNFX1 ZNHIT3 ZSCAN12 CAVIN1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAVIN1_TARGET_GENES ACBD5 AFF4 ALDH5A1 ANKRD65 ARID4A ARMH4 ASAP3 ATF7IP2 BAZ2B-AS1 C6orf89 CARD8 CARD8-AS1 CCDC136 CCDC137 CLPX CMTM3 CPNE2 DHRSX DHX40 ENSG00000255491 ENSG00000268460 EOGT ERI1 GNG4 GTF2IRD1 H3-3B HISLA IFI27 IGFL2-AS1 IKBKB-DT KCNAB1 LEPROTL1 LINC00824 LINC00964 LINC01732 LINC02252 LINC02842 LINC02985 LOC124904669 LRRC61 LSM10 MAK16 MIR4766 MPND NAGLU NBPF12 NOSIP NTPCR OPLAH P4HB PCAT14 PCBP1-AS1 PIP4K2A PPP4R1L PRKAR1B PRKAR1B-AS1 PSMA3-AS1 RAD9B RBBP4 RIN3 RNU1-108P RPF1 SAMD9L SEC14L1 SEC24C SLC34A1 SNHG20 SNORD3J STAP2 STRIP1 SYF2 TBX6 TCERG1 TIMM50 TMEM14B TMEM161B TRMT12 TULP2 UBA5 UCA1 UFL1 UTP11 VDAC2 VPS29 WBP1L WSB1 ZBTB8OS ZFAT ZFYVE1 ZNF8 ZNF8-ERVK3-1 ZSCAN31 CBX5_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CBX5_TARGET_GENES ABCG1 ABHD12 ABHD13 ACIN1 ACOT9 ACTE1P ACTG1P12 ACTL8 ACTN2 ACTR1AP1 ADAMTS9 ADAP2 ADAT2 ADGRB1 ADGRB3 ADNP ADTRP AGGF1 AGK AGK-DT AGPAT1 AGPAT3 AHNAK AHRR AK3P2 AKR1C3 ALG10 ALG10B ALKBH3 AMN ANAPC15 ANKDD1A ANKMY1 ANKS3 ANKS6 AOC1 AP3S2 APBA1 ARFGEF2 ARHGAP31-AS1 ARHGAP32 ARHGAP39 ARID1A ARL8B ASAP1 ASB13 ASPG ATF7IP2 ATP1A1 ATP23 ATP2C1 ATP5MJ ATP6V1G1P6 ATP8B3 ATP9A ATXN7 B3GNTL1 BARHL1 BCAR1 BCAS3 BCAT1 BCL7A BDH1 BICDL1 BLVRB BMP7 BOP1 BPIFB4 BSDC1 BTBD2 BZW1 BZW1-AS1 C11orf68 C18orf21 C1GALT1 C1QTNF1 C1orf159 C2CD2 C3orf70 CAD CALB2 CALCRL CAMLG CAPS2 CARD14 CARMIL3 CASKIN2 CBR1 CCAR2 CCDC159 CCDC187 CCDC69 CCER1 CCL27 CCNC CCT6P3 CD300A CD47 CD74 CDAN1 CDC14B CDC16 CDC42P2 CDH15 CDK5RAP1 CDKL3 CEBPB CEP85 CEP85L CFAP410 CFAP46 CFI CHCHD2 CHCHD2P1 CHCT1 CHD2 CHFR CHKA CHRM1 CHRNA4 CIAPIN1 CICP12 CLPTM1L CLSTN1 CNDP1 CNTN2 COA1 COL5A1 COMTD1 COP1P1 CORO1A CORO7 COX16 COX6CP3 CPLANE1 CPN2 CPSF1 CRBN CRTC1 CSTP1 CUEDC1 CUL4A CYP1B1-AS1 CYTH1 DCAF4L2 DCLK1 DDX11L17 DDX11L5 DDX51 DEF8 DENND1B DENND3 DGAT1 DGKG DHTKD1 DHX38 DIP2A DLK2 DMAP1 DNAAF5 DNAH14 DNAJB8 DNAJC19P2 DNM2 DOCK6 DOCK8 DPP6 DPY19L4 DQX1 DRAP1 DSCAM DSTYK DTWD2 DUS3L DUSP22 DUX4L17 DYNC1H1 E2F6P4 EEIG2 EFCAB8 EHD1 ELOVL2 ELOVL2-AS1 EML3 ENAM ENPP3 ENSG00000179066 ENSG00000199470 ENSG00000201465 ENSG00000216621 ENSG00000238440 ENSG00000250685 ENSG00000251314 ENSG00000259881 ENSG00000267058 ENSG00000267448 ENSG00000267882 ENTPD6 EP400 EPB41L4B EPHX2 EPN3 EPS15 EPS8 ERFL ESRP2 ETNK2 EVL EXD3 EXOC3L4 EXOC4 FA2H FAAH FABP5P3 FABP6 FADS2 FADS3 FAM133B FAM153CP FAM20C FAM218A FAM222A-AS1 FAM3C FAM98B FBXO22 FEM1C FGD3 FGF10-AS1 FGFR4 FGFRL1 FLJ16779 FLVCR2 FMC1 FMR1 FOXJ3 FRA10AC1 FRG1 FRG1-DT FSCN1 FSIP2 FSIP2-AS2 FTSJ3 FXN GALNT2 GAPDHP66 GAREM1 GCGR GDF15 GET1P1 GFM2 GGA1 GIPR GLDN GLRA1 GMDS-DT GNA12 GNAS GNE GOLM2P1 GOT2 GPAT4 GPER1 GPR85 GPRIN2 GPT2 GRM4 GSPT1 GSTCD GTF3C3 GUSBP1 GUSBP2 GYG2 GYPA H1-1 H3P42 HDLBP HECTD1 HECW2 HIRA HMGN2P34 HNF1A HSPG2 HTR1A HTR5A IFIT2 IGHMBP2 IGHV3-11 IGHV3-30-2 IGHVIII-25-1 IKBKB-DT IMPACT INF2 INKA2 INPP5D INTS12 INTS14 INTU IRGM ITGAV ITGB2 ITGB2-AS1 ITGB4 JADE1 JMJD4 JPX KANSL3 KAT6A KATNBL1 KCNH1 KCNH1-IT1 KCNQ2 KCNS2 KDM1A KIAA0513 KIAA1549 KIAA1958 KLC1 KLHL20 KLK2 KMT2C KMT2E KMT5C KRBA1 KRT18 KRT5 KRT8 KRT8P46 KSR1 LAD1 LAMB1 LAMB4 LAMP1 LAMTOR5 LAMTOR5-AS1 LHX2-AS1 LHX4 LIG4 LINC00240 LINC00304 LINC00479 LINC00494 LINC00552 LINC00701 LINC00887 LINC00888 LINC00944 LINC00973 LINC01119 LINC01164 LINC01238 LINC01358 LINC01429 LINC01515 LINC01522 LINC01523 LINC01535 LINC01579 LINC01671 LINC01711 LINC01750 LINC01898 LINC01960 LINC02142 LINC02212 LINC02369 LINC02392 LINC02418 LINC02422 LINC02436 LINC02564 LINC02593 LINC02868 LINC02945 LINC02953 LINC03068 LMTK3 LNCATV LOC124900473 LOC124905172 LOC124906380 LRCH4 LRIG1 LRRC27 LRRC37A15P LRRC37A3 LRRC59 LRRK1 LTBP2 LUC7L2 LY6H LZTR1 LZTS2 MAD1L1 MAN1B1 MAN2A1 MAN2A1-DT MAN2B2 MAP7D2 MAPK13 MAPK6 MBTPS1 MCCC1 MCEE MCFD2 MED23 MEG3 METAP1 METTL9 MGRN1 MICAL3 MICALL2 MIDEAS MINCR MINDY1 MIR100HG MIR1193 MIR142HG MIR199B MIR218-2 MIR3154 MIR3189 MIR4273 MIR4323 MIR4737 MIR5194 MIR6165 MIR6775 MIR7-3 MIR7-3HG MIS18BP1 MMRN2 MOB1B MORN5 MRNIP MROH1 MROH3P MRPL3 MRPL40 MRPS5 MT-CO3 MT-ND2 MT-ND3 MT-ND5 MT-ND6 MT-RNR1 MT-TE MT-TF MT-TG MT-TH MT-TI MT-TL1 MT-TL2 MT-TM MT-TP MT-TS2 MT-TT MTERF1 MTF2 MTIF2 MTMR9 MTR MTRFR MUC20-OT1 MUC6 MYEOV MYLIP MYO15B NAALADL1 NAPEPLD NAXE NCOA3 NDFIP1 NECTIN1 NEGR1 NFE2L2 NGEF NIPAL1 NIT2 NKAIN4 NKD2 NKX6-3 NMUR1 NOC3L NOC4L NOD2 NOS3 NOXA1 NPAS2 NPEPL1 NRF1 NRXN2 NSA2 NSUN5 NUDT14 NUP188 NUP210 OAS2 OBSCN-AS1 OLFML2B OPLAH OSBPL2 OSBPL7 OSBPL9P5 OSCAR OSMR PACC1 PACS1 PACS2 PAK1 PC PCBP3-AS1 PCID2 PCNX1 PCNX3 PCSK6 PCSK6-AS1 PDE11A PDE12 PDE9A PDGFRB PDIA6 PDK1-AS1 PDZK1 PEX3 PGBD2 PHF12 PHLDA3 PI4KB PIEZO1 PIGB PIGBOS1 PIGZ PIP5K1A PKMYT1 PLAC9P1 PLCE1 PLCG1 PLD4 PLEC PLLP PMFBP1 PMPCA POLE POLE4 POLR1F PORCN PORCN-DT POU2F2-AS1 PPCS PPIL2 PPM1B PPP1R9B PPP2R2A PPP4R4 PRAMENP PRDM4 PRELID3B PRELID3BP11 PREX1 PRICKLE2 PRICKLE2-AS1 PRICKLE2-AS3 PRIM2 PRKAG2 PRKAR1B-AS2 PRKAR2B PRKCH PRLH PRPF39 PRSS2 PRSS8 PSMC1 PSMC5 PSMD7-DT PSME1 PSMG3 PSMG3-AS1 PTGFRN PTTG1IP PXK PXMP2 R3HCC1 R3HDM2 R3HDM2-DT RAB27A RAB40B RABGAP1 RAE1 RAN RAP2C RAP2C-AS1 RARG RCHY1 RCL1 REEP3 REPIN1-AS1 RESF1 REV1 RFTN1 RHBDF1 RIOX2 RIPOR3 RIPOR3-AS1 RMND5A RN7SKP115 RN7SKP140 RN7SKP150 RN7SKP237 RN7SL354P RN7SL592P RN7SL606P RN7SL824P RNA5S12 RNA5SP528 RNA5SP90 RNF10 RNF14P1 RNU1-22P RNU4-71P RNU5A-1 RNU5B-1 RNU6-1000P RNU6-1138P RNU6-1158P RNU6-1310P RNU6-236P RNU6-362P RNU6-563P RNU6-859P RNU6-994P RNU7-90P RNVU1-14 RNVU1-19 RNVU1-27 RNVU1-34 RNY1P2 ROBO3 RPF1 RPL10P12 RPL12P28 RPL13AP8 RPL15P15 RPL18P10 RPL22 RPL23AP53 RPL36AP30 RPL36P6 RPL39P39 RPRD1A RPS3AP18 RPS6KB2 RPS6KL1 RPS7 RPTOR RRAS2 RSL24D1P11 RTEL1 RUNDC3A RUNDC3A-AS1 SAMD4B SAPCD2P1 SAR1A SBF2 SCN1B SCRN2 SEC14L5 SELENBP1 SELENOH SELENOW SEMA4D SEPTIN9 SERPINA1 SERPINB1 SGTA SH2B1 SH3BP2 SHANK2-AS3 SHMT1 SIAH1 SIGLEC22P SLC12A5 SLC13A3 SLC22A7 SLC24A1 SLC25A23 SLC25A5 SLC25A5-AS1 SLC25A6P1 SLC25A6P5 SLC29A3 SLC38A2 SLC39A11 SLC44A1 SLC44A2 SLC7A1 SLC8A2 SLIT3-AS2 SLX9 SMARCD2 SMCO4 SMG8 SMYD3 SNAP47 SNHG7 SNORA70G SNORD115-3 SNRPB2 SNX14 SNX19 SOCS6 SORD2P SP7 SPTAN1 SPTBN4 SRMP1 SRRM3 SRXN1 SSBP2 SSR1 ST20 ST6GAL1 ST6GALNAC1 ST7 STAT1 STEAP1B STKLD1 STMP1 STX16 STX16-NPEPL1 SUCLG2P2 SULF2 SUN1 SURF4 SVOP SYBU SYF2P2 SYN3 SYNPR TACC3 TARS2 TBC1D13 TBC1D28 TBC1D3P1 TBC1D3P1-DHX40P1 TBPL2 TBX4 TCEA1 TCEA2 TCF25 TDGF1P4 TEFM TEX11 THADA THBS3 THOC1 THUMPD1 TKT TLK1P1 TMCC1-DT TMEM179 TMEM204 TMEM229B TMEM39A TMEM41A TMPO-AS1 TMPRSS3 TMTC2 TNFRSF10C TNFSF14 TNFSF8 TNNI3 TOP1MT TPK1 TPT1P15 TPTEP1 TRABD2A TRAM2 TRAM2-AS1 TRIB1 TRIM25 TRIM37 TRIM67 TRMT44 TSEN15 TSNARE1 TSPOAP1 TTC14 TTC14-DT TTC7A TTI2 TTLL3 TUFT1 TULP2 TWF2-DT UBE2QL1 UBE4A ULK2 UNC13A USH1C USP10 USP3 USP32 UTP3 VAC14 VMA21 VN1R2 VN1R38P VN1R7P VPS4A VWA8 VWA8-AS1 WASL WASL-DT WDFY1 WDR27 WDR36 WDR59 WDR70 WDR90 WFDC1 WIF1 WIPI1 WNK2 WNT2B WSCD2 XCR1 XYLT2 YDJC YPEL3 YWHAQ ZBTB40 ZC3H14 ZC3HC1 ZCCHC2 ZCCHC4 ZEB2 ZFAT ZFP30 ZMPSTE24 ZMPSTE24-DT ZMYND11 ZMYND12 ZNF114 ZNF138 ZNF16 ZNF236-DT ZNF263 ZNF264 ZNF280B ZNF284 ZNF286A ZNF341 ZNF391 ZNF395 ZNF404 ZNF420 ZNF426 ZNF433-AS1 ZNF490 ZNF501 ZNF529 ZNF536 ZNF559 ZNF559-ZNF177 ZNF561 ZNF561-AS1 ZNF566-AS1 ZNF569 ZNF570 ZNF586 ZNF596 ZNF605 ZNF609 ZNF669 ZNF683 ZNF687 ZNF701 ZNF737 ZNF740 ZNF766 ZNF808 ZNF833P ZNF846 ZNF875 ZSCAN31 CBX7_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CBX7_TARGET_GENES ABCC10 ABCC3 ABCD3 ABHD12 ABHD12B ABHD17AP4 ABHD17B ACIN1 ACTR3 ACTR5 ADAM1B ADAMTSL4 ADGRV1 ADPRS ADRA1A AFAP1 AIP AJUBA AJUBA-DT AKAP17A AKAP3 ALG14 AMPD3 ANGPTL4 ANKHD1 ANKHD1-DT ANKHD1-EIF4EBP3 ANKRD19P ANKRD36B ANXA11 AP2S1 AP3D1 AP3S1 AP3S2 AP4B1 APEX1 APOM APPL2 AREL1 ARGLU1 ARHGAP27 ARHGEF7-AS2 ARID1A ARIH2 ARL14EP ARMC10 ARMH1 ARMH3 ASNSD1 ATE1OSP ATF3 ATG12 ATG4A ATP5F1A ATP6V0A1 ATP6V0D1 ATP6V1A ATP6V1C1 ATXN7 ATXN7L1 ATXN7L3B B4GALT7 B4GAT1 B4GAT1-DT BAG3 BAG6 BAMBI BANP BARHL1 BAZ1B BBX BCL11B BCL2L1 BDH1 BEND3 BLOC1S3 BMERB1 BMI1 BMP3 BMP4 BMPR1B BMPR1B-DT BNIP2 BNIP3L BORCS7 BORCS7-ASMT BPHL BRF1 BRSK2 BTBD6 BTN2A3P BZW1 C12orf29 C14orf119 C14orf39 C19orf47 C1QTNF1 C1QTNF6 C1orf74 C6orf132 C6orf141 C6orf62 C8orf34-AS1 C8orf76 C9 C9orf85 CAB39 CACNA1C CALM1 CALM3 CAMK2B CAPG CASP3 CBX2 CCDC107 CCDC159 CCDC163 CCDC9 CCDC90B CCL26 CCNA1 CCNC CCNI CD55 CD70 CDC27 CDC42EP5 CDHR3 CDK1 CDK12 CDK5RAP3 CDK8 CDKN2A CDRT4 CECR7 CELF2 CENPBD2P CENPU CFAP20 CFAP410 CFAP99 CFL1 CFLAR-AS1 CGN CHD4 CHD7 CHEK2 CHKB CHKB-CPT1B CHKB-DT CHORDC1 CHP1 CHPT1 CHRD CHRNE CHURC1 CHURC1-FNTB CIB1 CITED1 CLIC1 CLIP1 CLIP3 CLN8 CLUAP1 CNOT1 CNOT3 CNTD1 COA3 COG3 COL19A1 COL25A1 COL25A1-DT COMMD2 COPG2 COPS5 COPS7A COPZ2 COX10-DT COX7A2 CPAMD8 CPB2-AS1 CPT1C CREB1 CREB5 CREBBP CRISPLD2 CSE1L-DT CSGALNACT1 CSNK1G1 CSNK1G3 CSPP1 CTIF CTXND1 CXCL2 CYP26B1 CYP27A1 CYP2R1 DAB2 DACH1 DAXX DCLRE1A DCLRE1B DCP1A DENND4A DEPDC1B DGKI DISP1 DLGAP1 DLX1 DLX2 DLX6 DLX6-AS1 DMRTA2 DNAJC19 DNAJC22 DNM3OS DOK1 DONSON DPEP1 DPP9 DPYS DRAIC DSTYK DTNA DYRK1A E2F6 EBPL ECH1 EDEM2 EEF1AKMT2 EEF1B2 EFEMP1 EFEMP2 EFHD1 EFNA3 EGLN2 EHBP1-AS1 EIF2AK3 EIF2AK3-DT ELAVL1 ELMOD2 ELOVL7 EMX1 EN1 ENDOG ENKUR ENOSF1 ENSG00000205037 ENSG00000225280 ENSG00000230021 ENSG00000236543 ENTREP2 EPHA3 ERC1 ERCC4 ERG ERI1 EVX2 EXD1 EXOC4 EXPH5 EXTL3 FAF2 FAM107B FAM135A FAM161B FAM216A FAM228B FAM47E FAM47E-STBD1 FAM87B FAM98B FBRS FBXL18 FBXO15 FCF1 FEZF1-AS1 FGF1 FGF10-AS1 FHL2 FITM2 FMC1 FMC1-LUC7L2 FMO4 FOXA1 FOXC2 FOXCUT FOXD3-AS1 FOXG1 FOXG1-AS1 FOXI3 FOXO3 FOXP1-AS1 FRG1HP FRMD4A FUS GABRA6 GABRB2 GAR1 GAR1-DT GAS5 GAS7 GAS8 GATA3 GATA3-AS1 GATAD1 GBA1 GCFC2 GCSH GDNF-AS1 GFI1 GFPT2 GLB1L3 GMCL1 GMEB1 GNA11 GNAI2 GNAO1 GNAO1-DT GNAS GNAT1 GNB5 GOSR2 GOSR2-DT GPAM GPI GPN3 GPR85 GPRASP3 GPX8 GRAMD1A GRAMD1A-AS1 GRHL2 GRINA GSDMD GSK3B GSK3B-DT GSTCD GTF2F2 GTF2H4 GTF2IP12 GYS1 H2AZ1-DT H3-3B HACD3 HAR1A HAR1B HAUS1 HCG14 HCG21 HDAC2-AS2 HDAC5 HDAC9 HEY1 HIVEP3 HLA-C HLF HMGB1P37 HOTAIR HOXA2 HOXB-AS4 HOXB3 HOXB7 HOXB8 HOXC12 HPGD HSCB HSPBAP1 IDH3B IDH3B-DT IER3IP1 IFI6 IFT140 IFTAP IGDCC4 IGF2BP1 IGF2BP3 IGFBP5 IGFBP6 IGHMBP2 IGSF10 IGSF9B IL17D INO80B INO80B-WBP1 INPP5B-AS1 INTS10 INTS12 IQGAP2 IQUB IREB2 ITGA3 ITGB5 ITM2B ITPR2 KANSL3 KBTBD11-AS1 KCTD1 KCTD10 KCTD9 KIAA0319L KIAA1191P2 KIAA1586 KIAA2012 KIF9 KLHL18 KLHL20 KLHL7 KLHL7-DT KLHL8 KLRG1 KRR1 KRT8 KYAT1 LBX1-AS1 LEF1-AS1 LGALS8 LGALS8-AS1 LGI3 LGI4 LHPP LHX1 LHX1-DT LHX6 LHX8 LIMD2 LIN28B LIN28B-AS1 LINC00461 LINC00662 LINC01115 LINC01133 LINC01143 LINC01315 LINC01391 LINC01569 LINC01596 LINC01607 LINC01775 LINC01972 LINC02447 LINC02453 LINC02541 LINC02865 LINC02987 LMAN2 LMTK2 LNC-LBCS LOXL3 LPIN3 LRCH3 LRRC43 LRRC51 LRRC8A LSG1 LSM4 LSM8 LUC7L2 LYN LYST M6PR MACF1 MAIP1 MAP1LC3A MAPK10 MAPK11 MAPK3 MAPK8IP3 MAPRE1 MARK2 MAST2 MAST4 MAZ MB MBD1 MBD2 MBOAT7 MCM2 MCOLN1 MCRIP2 MDM4 MECOM MED11 MED14OS MED20 MEGF8 MEPCE METTL2B MFAP3L MGAT4A MIA2 MICU1 MINDY3 MIPOL1 MIR17HG MIR1915 MIR1915HG MIR199A2 MIR3190 MIR320A MIR4311 MIR5188 MIR6068 MIR9-1 MIR9-1HG MLEC MLH3 MMACHC MMP19 MMP24 MOB3A MPLKIP MPP1 MRNIP MRNIP-DT MRPL51 MRPS18A MSH5 MSTO1 MT-CYB MT-ND1 MT-ND4 MT-ND4L MT-ND6 MT-TA MT-TC MT-TE MT-TH MT-TL1 MT-TL2 MT-TN MT-TR MT-TS2 MT-TT MT-TY MTCO3P12 MTF1 MTF2 MTHFD2L MTMR4 MTND4P24 MTND5P11 MTTP MX1 MX1-AS1 MXI1 MYH11 MYO9B NAA16 NAA35 NAA50 NASP NAT16 NCAPD2 NCBP3 NDST1 NDUFA9 NDUFB10 NDUFS1 NECAP1 NEK3 NEUROG2 NFIB-AS1 NGDN NGFR NHLH2 NHLRC2 NIPAL1 NIT1 NKX2-4 NKX2-6 NKX6-1 NME1 NME1-NME2 NMNAT1 NR1H2 NR2F1 NR2F1-AS1 NR5A2 NRN1 NSA2P1 NSUN4 NT5DC4 NUBP2 NUMA1 NUP42 NXF1 OBI1 OLIG3 ORC3 OSGEP OTX1 P2RX2 PAAF1 PABPC4 PAFAH1B2 PANK3 PAPLN PAQR3 PARP10 PAX5 PAX6 PAX7 PAX9 PCAT6 PCCA PCCA-DT PCDH10 PCDH10-DT PCDH19 PCYT1A PDE12 PDE4C PDGFRL PDLIM1 PDS5A PDZD8 PER1 PEX1 PEX2 PFKFB2 PGLS PHETA1 PHF11 PHF14 PHLDB1 PHOX2B PIAS4 PIFO PIGL PIK3C3 PIK3R2 PIMREG PIP4K2C PITPNM3 PKIA PLP1 PLPP6 PLXNA4 PNPO POLG POLG-DT POLH POLR1G POLR2B POM121 POT1 POU2F2 POU4F1 PPIAP47 PPP1R13L PPP1R9A PRELID3B PREX2 PRKCI PRKCZ-AS1 PRLR PRPF40B PRPF4B PRPF8 PRR15 PRR15-DT PSIP1 PSMA1 PSMC4 PSMD14 PSMD14-DT PSME3IP1 PSORS1C1 PTMS PTPRK PTPRZ1 QRICH1 RAB11A RAB27A RAB29 RAB43 RAB8A RABEP2 RABL3 RAD23A RAD51AP2 RAD51B RAET1L RARS2 RBCK1 RBFOX2 RBM17 RCC1 RESF1 RFX2 RHBDL3 RHOF RIMOC1 RINT1 RLF RMRP RN7SKP241 RNA5SP240 RNF13 RNF19B RNF220 RNF6 RNU2-37P RNU6-1073P RNU6-2 RNU6-551P RNU6-563P RNVU1-3 RNY3P4 ROBO3 RORA-AS1 RORB RPGRIP1L RPL11 RPL22L1 RPL26L1 RPL26L1-AS1 RPL28 RPL35AP2 RPL7AP60 RPS15 RPS25 RPS4X RPS4XP9 RPS6 RPUSD3 RRP15 RSRP1 RTF1 RUBCN RUNX3 RUVBL1 RUVBL1-AS1 SATB2 SAV1 SC5D SDC2 SEC16B SEC23IP SENP5 SEPHS1P6 SEPHS2 SEPTIN11 SEPTIN7P14 SERTAD1 SETMAR SF3B6 SFPQ SFRP1 SFRP2 SGMS1 SH2B1 SH2D6 SHANK2 SHISA5 SHMT1 SIRT1 SKI SKOR2 SLC12A4 SLC15A1 SLC15A4 SLC16A10 SLC22A20P SLC25A20 SLC25A3 SLC25A35 SLC25A46 SLC2A3 SLC37A4 SLC3A2 SLC44A2 SLC7A2 SLC8A2 SLFN13 SLN SMARCC2 SMCO1 SMYD4 SNAP23 SNCA SNHG1 SNHG3 SNHG32 SNORA24B SNORD123 SNORD25 SNORD26 SNORD27 SNORD48 SNRNP70 SNX31 SOD1 SOWAHA SOX2 SOX2-OT SOX3 SP2-AS1 SPAG17 SPAG7 SPATS2 SPINT2 SPRY1 SPSB3 SREK1 SSBP1 SSBP3P1 STAM2 STAU2-AS1 STIMATE STIMATE-MUSTN1 STING1 STK11 STK3 STMND1 STON2 SUB1 SUCLG1 SUGCT SULF2 SULT1B1 SUZ12 SUZ12P1 SVIL SYPL2 SYT1 TAF1 TAF3 TAF5LP1 TAL1 TANC2 TARID TBC1D19 TBR1 TBX20 TENT4A TEX2 TEX30 TFAP2A TFG TGFBI TGOLN2 THA1P THBS4 THNSL1 TIMM21 TLCD2 TLE2 TLK2 TLX2 TMED9 TMEFF2 TMEM115 TMEM150C TMEM170A TMEM176A TMEM178A TMEM184B TMEM232 TMEM259 TMEM42 TMOD1 TMTC1 TNNT1 TNPO1 TNPO2 TNRC6B TOMM40 TOMM40L TP53RK TP53RK-DT TPD52 TPR TPRA1 TRABD TRAPPC14 TRAPPC4 TRAPPC6A TRBV13 TRGV7 TRIM36 TRIM54 TRIO TRIOBP TRIP11 TRPC6 TSEN34 TTC23 TTC30A TTLL1 TUBA1B TUBA1B-AS1 TUBA3GP TXNIP TXNRD1 TYW5 U2AF2 UBAC2-AS1 UBC UBE2HP1 UBE2Q1 UBE2V1 UBE2Z UBE3B UBE4A UBL7-DT UBXN1 UBXN6 UFC1 UGGT2 UNC5CL UNC80 URGCP UTP3 VARS2 VGLL2 VKORC1 VMP1 VSNL1 WDR59 WDR74 WDR91 WEE2-AS1 WIF1 WRAP73 WT1-AS XPO4 XPO5 XPOTP1 YIPF6 YOD1 ZBTB17 ZBTB24 ZBTB3 ZBTB37 ZC3H13 ZCWPW1 ZDBF2 ZFAND2A ZFAND2A-DT ZFYVE28 ZIC2 ZIC4 ZNF106 ZNF114 ZNF114-AS1 ZNF140 ZNF213 ZNF213-AS1 ZNF3 ZNF350 ZNF385D ZNF438 ZNF439 ZNF451 ZNF490 ZNF554 ZNF569 ZNF570 ZNF585B ZNF598 ZNF608 ZNF682 ZNF701 ZNF786 ZNF805 ZNF833P ZNF843 ZNHIT2 ZNHIT3 ZNRF2P3 ZRSR2 CC2D1A_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CC2D1A_TARGET_GENES AAMP AATBC ABCA15P ABCA4 ABCA5 ABCC12 ABHD5 ABR ABT1 ACBD4 ACHE ACP3 ACP5 ACSL3 ACSL3-AS1 ACSL6 ACSM1 ACSM3 ACSS2 ACTL6B ACTRT3 ACVR2A ADAM15 ADAMTS14 ADAR ADAT2 ADD1 ADGRG7 ADRA2A ADSL AGAP3 AGFG1 AGGF1 AGO2 AGRN AHI1 AHSP AIG1 AIMP1 AKR1E2 AKTIPP3 ALAD ALDH1A1 ALG1L13P ALG1L9P ALKBH3 AMN1 ANAPC15 ANAPC16 ANGPT1 ANK3 ANKRD17 ANKRD20A21P ANKRD27 ANKRD36 ANKRD46 ANKRD54 ANO10 ANO8 AP1G1 AP3M2 AP4E1 API5 APOL4 APONP APOOL AQP8 AQR ARF6 ARFRP1 ARHGAP11B-DT ARHGAP6 ARHGAP9 ARHGEF12 ARHGEF17 ARHGEF2 ARID2 ARID4A ARL4A ARL6IP1 ARMC1 ARMC12 ARMC6 ARMC7 ARMH4 ART5 ASAH2B ASCC2 ASF1A ASH1L-IT1 ASPM ASTL ATAD2 ATF6 ATF6-DT ATG10 ATG101 ATG12 ATG16L1 ATG4D ATG5 ATL2 ATP13A3 ATP13A4 ATP1B1 ATP2B4 ATP5MC3 ATP5MFP1 ATP5PDP1 ATP6AP1 ATP6V0A2 ATP8B1-AS1 ATR ATRN ATXN2 AURKA AXL B4GALT3 B9D2 BAHCC1 BASP1 BAZ2A BAZ2B BCAR3 BCL2L1 BCL2L11 BCL9 BCYRN1 BHLHE40 BICDL3P BLOC1S3 BMAL1 BMS1 BMS1P1 BMS1P4 BMS1P4-AGAP5 BPTF BRCA2 BRD3OS BRD7 BRPF1 BRSK1 BSG BTF3L4 BUB1 BUB1B BUB3 BUD31 C10orf88 C11orf21 C11orf68 C14orf119 C17orf58 C1GALT1P1 C1orf112 C20orf203 C21orf62-AS1 C2CD2L C2orf49 C2orf49-DT C2orf50 C2orf69 C4orf33 C4orf46 C5AR1 C5orf47 C6orf89 CA1 CA11 CACNA1A CACNA1F CACNA1H CACYBP CALCRL-AS1 CALM3 CAPN2 CARM1 CARMIL2 CASC11 CASKIN2 CASP10 CASP3 CASS4 CAT CATIP CBX3 CBX3P4 CCDC115 CCDC124 CCDC13-AS2 CCDC137P1 CCDC144A CCDC144BP CCDC144CP CCDC157 CCDC171 CCDC194 CCDC65 CCDC71L CCDC9B CCN1 CCNA2 CCNB3 CCNC CCNG2 CCNJL CCNYL2 CCR5AS CCRL2 CCSER2 CD33 CD53 CD8A CD99L2 CDAN1 CDC20 CDC20-DT CDC37 CDCA2 CDIPT CDIPTOSP CDK1 CDK12 CDK18 CDKL1 CEACAM1 CEACAM7 CEBPZOS CELF1 CENPC CENPE CENPF CENPL CENPQ CENPW CEP120 CEP295 CEP95 CERNA3 CFAP43 CFAP69 CFAP74 CGB1 CGB2 CHAC1 CHCHD10 CHCHD2 CHD9NB CHEK1 CHIT1 CHODL CHP1 CHRNE CHTF18 CIB4 CIC CIT CITED4 CKAP5 CLBA1 CLCN3 CLEC11A CLEC16A CLHC1 CLP1 CLTC CMTR2 CNEP1R1 CNGA4 CNOT10 CNOT3 CNOT6L CNTRL COASY COG8 COL16A1 COL1A1 COL23A1 COL4A2 COL9A2 COMMD5 COPS5 COQ3 CORO1A COTL1 COX16 CPAMD8 CPOX CPQ CPT1B CPXM1 CRABP2 CRADD CRISP1 CRPPA CRPPA-AS1 CSHL1 CSK CSPP1 CSTF1 CSTPP1 CT45A1 CT45A10 CTCFL CTDSP1 CTHRC1 CTR9 CTSB CTTNBP2 CTXND2 CUL3 CWC15 CYB5B CYP27B1 CYP4A22-AS1 DAB1 DARS2 DAZAP1 DCAF13 DCAF16 DCAF17 DCAF4 DCAKD DCK DCTN4 DCTPP1 DDAH2 DDX18 DDX5 DDX56 DEDD DEF6 DENND1B DENND2C DENND4A DENR DEPDC5 DET1 DGAT1 DGKA DHCR24 DHCR24-DT DHRS4-AS1 DHX33 DIAPH1 DIP2B DLG3 DLGAP1-AS2 DLL3 DMAP1 DMTN DNAAF5 DNAJB2 DNAJB4 DOCK2 DOCK7 DRAP1 DUSP13 DVL3 E2F5 E2F5-DT ECHDC2 ECT2 EEF1A1P23 EEF1E1P1 EEFSEC EFHB EFNA3 EFNA4 EFNA4-EFNA3 EFNB1 EGFL7 EHBP1 EHD1 EI24 EID2B EIF4E EIPR1 ELK4 ELL ELL2 ELOVL2 ELOVL2-AS1 ELOVL5 ELP3 EMC7 EMC9 EML2 ENOSF1 ENPP3 ENSG00000187951 ENSG00000214708 ENSG00000225649 ENSG00000226097 ENSG00000228463 ENSG00000230615 ENSG00000232995 ENSG00000235189 ENSG00000237461 ENSG00000251574 ENSG00000252691 ENSG00000254363 ENSG00000255314 ENSG00000256286 ENSG00000260592 ENSG00000266976 ENSG00000267638 ENSG00000273523 ENSG00000278356 ENSG00000283627 ENTPD1-AS1 EPC2 EPHB3 EPHB6 ERAP1 ERCC1 ERI2 ERICD ERICH6 ERICH6-AS1 ESPL1 ESR2 ETFDH ETS2 EVI5 EXD1 EXOC5 EXOSC6 EXTL3 EZH1 FAM104B FAM117A FAM131B-AS2 FAM133B FAM135A FAM161B FAM162A FAM177A1 FAM178B FAM193B FAM193B-DT FAM200B FAM216A FAM234A FAM241B FAM43A FAM50B FAM72A FAM83A FAM83D FAM89A FAM89B FAM98B FAUP4 FAXDC2 FBXL19 FBXL5 FBXO17 FBXO34 FBXO34-AS1 FBXO36 FBXO5 FCHO1 FCHSD2 FER FGD6 FGF18 FGF7 FGF8 FHIP2B FKBP14 FKBP4 FKBP8 FLJ46284 FMO4 FNDC5 FOSB FOXA1 FOXK2 FOXO3 FOXO4 FRG1 FRG1-DT FRG1HP FRS3 FUBP1 FXN G2E3 GAD1 GAL3ST4 GALK1 GAPDHP16 GART GAS6-AS1 GATAD1 GDF11 GDF15 GDF5 GET4 GFI1B GFM1 GFOD2 GGA3 GH1 GHRHR GINM1 GIPC1 GIPC2 GIT1 GK5 GLRA1 GLUD1P2 GLUD1P3 GMIP GMPPB GMPR GNA11 GNAI2 GNAT1 GNG5 GOLGA5 GOLPH3L GOLT1B GON7 GORASP1 GORASP2 GP6-AS1 GPBP1 GPN3 GPR156 GPR158 GPR162 GPR199P GPRC5B GRIN2A GRIN3B GRM7 GRSF1 GSE1 GSTO2 GSTP1 GTDC1 GTF2B GTF2H4 GTF2IP12 GTF2IP20 GTPBP10 GTPBP3 GUK1 GYPA GYPB GYPE GYS1 H1-10 H2AC15 H2AX H2AZ2-DT H2BC15 H2BC9 H3C7 H3P14 H3P42 H4C11 H4C12 H4C2 H4C3 H4C4 H4C5 H4C8 HBG1 HBQ1 HCP5 HDAC11 HDAC2 HDAC2-AS2 HDAC6 HDAC9 HDDC2 HDGFL3 HECTD4 HEMGN HEPH HERC1 HERC2P2 HERC5 HES1 HEXIM1 HGFAC HHLA3-AS1 HIBCH HID1 HIF1AN HIGD1AP5 HINT3 HKDC1 HLA-E HMBS HMGB1 HMGB2 HMGB2P1 HMGB3 HMGCS1 HNRNPA2B1 HNRNPM HNRNPUL1 HOOK2 HOXB5 HOXB9 HOXC-AS3 HOXC10 HOXC5 HSD17B12 HSD17B14 HSDL2-AS1 HUS1 HYLS1 ICMT ICMT-DT IER5L-AS1 IFT80 IGF2BP3 IGFL4 IGLV6-57 IK IKBKB IL1R1 IL23R IL6ST IMP4 INCENP INKA2 INSL6 INTS2 INVS IQGAP1 ISG20L2 ISL2 ISLR2 IST1 ITFG2-AS1 ITGA3 ITGB2 ITGB5 ITPR1 IZUMO4 JMJD1C JPT1 JPX KAT7 KATNA1 KBTBD4 KBTBD8 KCNAB1 KCNH2 KCNH4 KCNIP2 KCP KCTD10 KCTD19 KCTD9 KDM3B KDM4A KDM4D KHDC4 KHNYN KIAA0586 KIAA1143 KIAA1586 KIAA1958 KIF14 KIF15 KIF18B KIF18B-DT KIF1B KIF20B KIFAP3 KIRREL2 KIRREL3 KISS1R KLC4 KLF1 KLF13 KLHDC9 KLHL20 KLHL22 KLHL26 KLHL28 KLK2 KLK8 KMT5A KPNA4 KRR1 KYAT3 L3MBTL1 LAMP1 LAS1L LCN8 LDLRAD2 LDLRAP1 LETMD1 LGI4 LGR6 LIMD1 LINC00115 LINC00205 LINC00229 LINC00240 LINC00431 LINC00461 LINC00467 LINC00470 LINC00475 LINC00534 LINC00595 LINC00620 LINC00624 LINC00680 LINC00680-GUSBP4 LINC00839 LINC00853 LINC00896 LINC00958 LINC01124 LINC01128 LINC01132 LINC01149 LINC01191 LINC01409 LINC01415 LINC01504 LINC01610 LINC01675 LINC01749 LINC01778 LINC01929 LINC01969 LINC02193 LINC02281 LINC02327 LINC02332 LINC02367 LINC02372 LINC02432 LINC02574 LINC02575 LINC02577 LINC02603 LINC02615 LINC02733 LINC02772 LINC02773 LINC02928 LINC02938 LINC03021 LINC03023 LINC03060 LINGO1 LL22NC03-63E9.3 LMNB1 LMNB1-DT LMO7DN-IT1 LNCRNA-IUR LOC124904478 LPIN3 LRBA LRP4 LRP4-AS1 LRP6 LRRC36 LRRC4B LRRC71 LSR LTBP3 LUC7L2 LY6G5C LYL1 LYN LYST LZTFL1 MAGOHB MAML2 MAN2A2 MAP2K3 MAP3K12 MAP3K13 MAP3K5 MAP3K7 MAPK6 MAPRE1 MARCHF2 MARCHF7 MARK4 MATN1 MB MBL1P MBOAT7 MCCC2 MCF2L2 MCTS1 MDK MECOM MED13 MED15 MED23 MED4 MEF2C-AS1 MEMO1 MEN1 MERTK MET METAP1 METTL8 MFAP3L MFN1 MFSD14CP MFSD4A MGAT4B MGRN1 MICA MINCR MIPEPP3 MIR1205 MIR130AHG MIR138-1 MIR4252 MIR4276 MIR4441 MIR4672 MIR4729 MIR4766 MIR4999 MIR548AQ MIR548AW MIR7-3 MIR7-3HG MIR7153 MIR7849 MIR7977 MIR8089 MIS18BP1 MIX23 MLLT1 MMP15 MMUT MNAT1 MORF4L2 MOV10L1 MPND MPP7-DT MPST MPZL2 MRPL38 MRPL39 MRPL42P6 MRPS33 MS4A6A MSANTD4 MSMP MSRB2 MSRB3-AS1 MSTO2P MTCP1 MTERF1 MTG2 MTHFR MTHFSD MTMR9 MTOR MTRES1 MTRF1 MTRF1L MYL4 MYL6 MYL6B-AS1 MYLIP MYO3B-AS1 MYO7A NABP1 NABP2 NADK2 NAF1 NAPEPLD NAPRT NBEAL1 NBN NCAPG NCK2 NCOA7 NDUFA2 NDUFA3 NDUFA5P3 NDUFAF4 NDUFAF6 NDUFB7 NDUFS3 NDUFS4 NECAB2 NECAP2 NEDD1 NEDD4L NEK5 NES NEU4 NFE2 NFE2L2 NFIX NFKB1 NFYA NFYB NGDN NICN1 NIP7 NIPA2 NIPSNAP3B NKAPD1 NKIRAS2 NLGN2 NLRP11 NLRP4 NME4 NOL12 NOL9 NOP10 NOP16 NOS3 NOX5 NPDC1 NPFFR2 NPL NPR1 NPRL3 NR2C1 NR2F2-AS1 NR3C1 NRBF2 NRDC NRG2 NRN1L NRXN2 NSMCE2 NT5DC2 NUBP2 NUCB1 NUDT13 NUDT19P5 NUDT3 NUF2 NUMA1 NUP155 NUP42 NUP43 NUP54 NUTM1 NXT2 OARD1 OLFM1 OMA1 OPA1 OR4K17 OSBP2 OSGIN2 PA2G4 PABIR3 PALM PAOX PAQR4 PARP16 PARP6 PAX6 PAXBP1 PAXX PBK PBLD PBX1 PCBP1-AS1 PCBP2 PCCA PCDH1 PCGF5 PCLAF PDAP1 PDCD10 PDCD6IPP2 PDE4C PDE7B-AS1 PDIA6 PDK3 PDLIM7 PDRG1 PDS5B PEMT PEX1 PEX3 PGBD4 PHF14 PIAS1 PIF1 PIGC PIGL PIH1D2 PIK3AP1 PIK3R1 PIP5KL1 PISD PKIA PKIB PKN1 PLAC1 PLCG2 PLD2 PLEKHA8 PLEKHG2 PLK1 PLPP6 PLSCR2 PNKD PNMT PNPT1 POGLUT3 POLD4 POLH POLR2C POP4 POP7 POU2F2 POU6F2 PPARD PPDPF PPIG PPIL3 PPM1B PPM1J PPP1R15A PPP5D1P PRAME PRC1 PRCP PRELID3BP5 PREX1 PRIM2 PRIMPOL PRKAR1A PRKAR2A-AS1 PRKCSH PRKD1 PRKD2 PRMT3 PRO1804 PRPF18 PRPF3 PRR11 PRR14 PRR23B PRR36 PRR3P1 PRR5 PRRC2C PRSS16 PRSS21 PSMA3-AS1 PSMB6 PSMB7 PSMD14 PSMD14-DT PSORS1C1 PSTK PTCH1 PTGES3 PTH2 PTK6 PTK7 PTMS PTPDC1 PTPMT1 PTTG1 PUM3 PVALEF PWWP3A PXMP4 PYROXD1 QPCTL RAB11A RAB11B RAB11FIP5 RAB27A RAB33B-AS1 RAB3IL1 RABEP2 RAC2 RAC3 RACGAP1 RAD1 RAD9A RAD9B RADIL RAMP1 RAP2B RAPGEF3 RAPGEF6 RASGRP4 RASSF4 RBM15 RBM15-AS1 RBM17 RBM42 RBM45 RBM48 RBM48P1 RBM4B RBMS2 RBMXL1 RC3H2 RCC1L RCHY1 RDH10-AS1 RECQL RELT RERG REX1BD REXO5 RFC1 RFC3 RFESD RGCC RGS5 RGS9 RGS9BP RHBDD1 RHBDF1 RHEB RHOBTB3 RHOC RHOT1 RIC8B RIMBP3 RING1 RINT1 RMND5A RN7SKP168 RN7SKP192 RN7SKP237 RN7SKP249 RN7SL382P RN7SL784P RNA5S6 RNA5SP146 RNA5SP243 RNA5SP324 RNF146 RNF215 RNF216 RNF216P1 RNF217 RNF24 RNF26 RNF43 RNFT2 RNU1-38P RNU4-13P RNU6-169P RNU6-218P RNU6-7 RNU6-925P RNU6-992P RNU7-29P RNVU1-26 RNVU1-28 RNVU1-32 RNY3P11 RNY4 RPAP1 RPL12P14 RPL12P38 RPL22L1 RPL26 RPL32P27 RPL5 RPL5P11 RPL7P41 RPRD1A RPS15A RPS16 RPS20 RPS21P8 RPS27A RPS2P46 RPS4X RPS7 RPUSD1 RPUSD2 RRM2 RSBN1 RUFY3 RUNX1T1 S100A11 S100A2 SAAL1 SAGE1 SAMD4A SAMSN1 SAMSN1-AS1 SASS6 SAT2 SCAF11 SCAI SCAND3 SCARA5 SCARNA2 SCG3 SCIN SCLT1 SCN1A SCN9A SCNM1 SCOC SCOC-AS1 SCRN2 SCTR-AS1 SDE2 SEC22B SEC31B SECISBP2L SEH1L SEMA3B SEMA4B SEPTIN11 SEPTIN7P13 SEPTIN7P14 SEPTIN9 SERPINI1 SESN3 SF3A3 SF3B5 SFMBT2 SFRP5 SGIP1 SGK1 SGO2 SGSM1 SH2D6 SHBG SHD SIAE SIGLEC27P SIX4 SKA2 SLC10A5 SLC14A1 SLC16A5 SLC17A7 SLC1A4 SLC1A5 SLC22A5 SLC25A32 SLC25A45 SLC26A4 SLC29A3 SLC30A4-AS1 SLC35E2A SLC35E4 SLC36A1 SLC38A5 SLC39A10 SLC39A8 SLC48A1 SLC7A7 SLC9A1 SLU7 SMARCAD1 SMARCAD1-DT SMARCC2 SMARCD1 SMC4 SMCHD1 SMG1 SMG6 SMG7 SMG7-AS1 SMIM12 SMIM2-AS1 SMIM36 SMYD3 SNHG17 SNIP1 SNORD3J SNORD54 SNRPB2 SNRPC SNRPD1 SNRPD2 SNX11 SOCS2 SOGA1 SON SORBS1 SP1 SP140L SP5 SP7 SP8 SPA17 SPACA5 SPAG4 SPATA24 SPATA5L1 SPATS2 SPC25 SPEG SPG11 SPG7 SPIN4 SPINK4 SPINT2 SPIRE2 SPRED1 SPRING1 SPRYD7 SPSB3 SPTA1 SPTAN1 SPTB SRD5A3-AS1 SRFBP1 SRGAP2 SRGAP3 SRSF3 SSB SSBP1 SSX2IP ST6GAL1 ST7 STAG1 STAG1-DT STAG3L1 STAG3L3 STAM2 STAP2 STARD4 STAT2 STAT6 STIL STK10 STK38L STON2 STPG1 STT3A STX3 SUCLG2 SULT6B1 SUMO1P1 SUN2 SUPT5H SV2B SYNCRIP SYT12 TACC3 TAF1C TAFA2 TAL1 TANC1 TAP2 TARBP2 TAS1R1 TASOR2 TBC1D10A TBC1D12 TBC1D19 TBC1D4 TBC1D5 TBC1D9B TBCK TBL2 TBX10 TCERG1 TCF4 TCF7 TCP11L2 TCTN3 TDH TDP2 TECPR2 TENT4A TEPP TESC TESC-AS1 TESK2 TEX41 TEX45 TFAP2A TFPI TFR2 TGFB1I1 TGIF1 THUMPD1 THUMPD3 TICRR TIMM17A TIMM9 TKFC TKT TLCD1 TLDC2 TLE5 TMC4 TMCC3 TMCO1 TMCO1-AS1 TMED10 TMEM102 TMEM116 TMEM120B TMEM140 TMEM14B TMEM18 TMEM181 TMEM191A TMEM191B TMEM234 TMEM245 TMEM248 TMEM260 TMEM35B TMEM44-AS1 TMEM51 TMEM51-AS1 TMEM64 TMEM82 TMPO-AS1 TMTC2 TNFAIP8L2 TNFRSF10C TNFRSF14 TNFRSF14-AS1 TNFRSF21 TNFRSF8 TNK2 TNNT1 TNPO1 TNPO2 TNPO3 TNS1 TOGARAM1 TOLLIP TOMM20L TOMM20L-DT TOMM40L TP53I11 TPH2 TPI1P2 TPK1 TPM4 TPRKB TPT1P7 TRAPPC12 TRAPPC14 TRAPPC3 TRAPPC6A TRAPPC9 TRGV3 TRGV7 TRIM33 TRIP12 TRIP4 TRMT1 TRMT10B TRMT13 TRPV2 TSC1 TSEN34 TSEN54 TSPEAR-AS1 TSPYL6 TST TTC14 TTC14-DT TTC19 TTC21B TTC32 TTC32-DT TTC34 TTC5 TTN-AS1 TUBA1C TXNDC12 TXNIP UBA1 UBA7 UBALD2 UBASH3A UBASH3B UBE2E1 UBE2I UBE2O UBE2Q2P13 UBE2S UBE2T UBE2V2 UBE3B UBE4A UBE4B UBXN8 UCA1 UGT8 UHRF2 ULBP2 UNKL UQCC5 UROS USP1 USP12 USP12-DT USP20 USP28 UXT VAMP1-AS1 VARS2 VEGFA VILL VIRMA VIRMA-DT VN1R81P VPS13B VPS13B-DT VPS16 VPS29 VPS35L VPS37C VPS37D VSIG1 VWA7 WASHC5 WDR12 WDR36 WDR83 WDR83OS WEE1 WEE2-AS1 WHAMMP2 WIPI2 WNK4 WRAP53 WWC2-AS1 XK XPNPEP1 XPO5 YBX1 YIPF4 YJU2 YPEL4 YWHAH ZAR1L ZBTB38 ZBTB40 ZBTB42 ZC3H7A ZCCHC24 ZCCHC4 ZFPM2 ZFYVE21 ZGPAT ZHX1 ZHX1-C8orf76 ZMYM6 ZNF100 ZNF107 ZNF114 ZNF138 ZNF148 ZNF165 ZNF182 ZNF20 ZNF212 ZNF213 ZNF213-AS1 ZNF221 ZNF263 ZNF267 ZNF268 ZNF271P ZNF280C ZNF282 ZNF341 ZNF391 ZNF43 ZNF451 ZNF493 ZNF546 ZNF57 ZNF582 ZNF582-DT ZNF583 ZNF594 ZNF594-DT ZNF611 ZNF66 ZNF681 ZNF7 ZNF792 ZNF821 ZNF843 ZNG1A ZNRF1 ZNRF2 ZNRF2P1 ZPR1 ZRANB2 ZRANB2-DT ZSCAN12 ZSCAN16-AS1 ZSCAN30 ZSCAN9 ZYX CDC5L_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CDC5L_TARGET_GENES ABCA7 ADARB1 ADGRG1 ADSS1 AGAP3 ALKBH2 ANGPTL4 ANKMY1 ANP32E ANXA2 AOAH ARHGAP11B-DT ARHGAP6 ARHGEF1 ARRB2 ARSA ASB3 ASPSCR1 ATAD2 ATP6V1D ATP8A2 ATPAF2 AVPR2 BAGE2 BBX BLK BTN2A2 C12orf57 C17orf75 C2CD2 CACFD1 CALB2 CALY CAPZA2 CAPZA3 CARD10 CASC3 CASZ1 CBFA2T3 CCDC107 CCDC80 CCDC97 CCNI CDC42EP4 CDK13 CEROX1 CHAC2 CHD4 CIC CLASP1 CLEC10A CMSS1 CNGB1 CNOT2 CNOT6L CNPY2 COL6A2 CPAMD8 CPT2 CSNK2B DAZAP1 DCAF17 DDX39B DDX39B-AS1 DIO3OS DIXDC1 DNAJB4 DNAJB6P3 DPF1 DPH3 ECE1 EFHB EIF2S1 ELL ENSG00000187951 ERAP1 ERCC1 ESPNL ETS2-AS1 ETV4 FAM138E FAM27B FBXO24 FCHSD2 FGD2 FGD3 FN3KRP FRS3 FTCD FUS GCDH GDF11 GFI1B GFY GHET1 GID4 GNA15 GNAQ GNLY GPANK1 GSTA4 GYG1 HDAC5 HEXIM1 HMGCR IK INHA ITGB2 JOSD2 KBTBD4 KCNH2 KCNN4 KCTD10 KDM3A KDM5C KIRREL2 KLHDC9 KMT5C LACTB2 LINC00339 LINC00869 LINC01476 LINC01635 LINC01671 LINC01719 LINC02251 LINC02268 LINC02418 LINC02832 LINC02868 LMF1 LOC124900197 LOC124904631 LRCH4 LRRC37B MECOM MED16 MED22 METTL8 MIR100HG MIR4276 MIR4456 MIR5087 MIR5188 MIR548AW MPHOSPH9 MPP2 MRPL39 MRPL43 MXI1 NCOR2 NDUFA2 NDUFB9 NDUFS3 NECAP1 NIPAL1 NKAPD1 NOD2 NPEPL1 NR2F6 NRSN2 NRSN2-AS1 NT5DC3 NUMBL NUP155 NUTM2A-AS1 OBSL1 ODR4 OSBPL2 OXNAD1 P3H3 PALM3 PAM16 PARP2 PBLD PCBP2 PCBP4 PCDH1 PCGF3 PDE4DIPP6 PIH1D2 PITRM1 PITX2 PLCD1 PLCZ1 PLIN3 PLK5 PLXDC1 PLXNB1 PODNL1 POGLUT1 POLDIP3 POU2F3 PRANCR PRPF3 PRSS22 PRSS8 PTGES3 PTH2 PTK2B PTP4A2 RAB7B RAD52 RASGRF2 RICTOR RIMBP3 RIMBP3B RMRP RN7SK RNFT2 RNU1-1 RNU1-108P RNU1-2 RNU11 RNU12 RNU2-17P RNU2-2P RNU2-63P RNU4-1 RNU4-2 RNU4ATAC RNU5A-1 RNU5A-8P RNU5B-1 RNU5D-1 RNU5E-1 RNU5E-4P RNU5E-6P RNU5F-1 RNU6-1 RNU6-2 RNU6-419P RNU6-7 RNU6-8 RNU6-9 RNU6ATAC RNU7-1 RNVU1-15 RNVU1-19 RNVU1-2 RNVU1-21 RNVU1-22 RNVU1-23 RNVU1-25 RNVU1-26 RNVU1-28 RNVU1-2A RNVU1-3 RNVU1-30 RNVU1-34 RNVU1-4 RNVU1-6 RNY1 RNY3 RNY4 RPAP3 RPL32P3 RPL36 RPL7A RPPH1 RRBP1P1 RTBDN SANBR SARS2 SCCPDH SCN5A SEMA4D SEPTIN5 SET SF3A3 SFT2D2 SLC16A5 SLC22A7 SLC37A3 SLC4A1AP SLC5A1 SLC8A2 SNORD118 SNORD13 SOX8 SP8 SPOP SPRED1 SPSB1 SPTBN4 SRFBP1 SRP54 SRP54-AS1 SRRT SRSF3 SSR4P1 STAT6 STXBP2 SUPT7L SUPV3L1 SYN3 SYNCRIP SYNGAP1 TCP11L2 TESMIN TFAP2A THRB THRB-AS1 THUMPD3-AS1 TMCC2 TMCC3 TMEM259 TOM1 TP53INP2 TPI1P2 TPR TRAPPC9 TRMO TSC1 TSC22D4 TSPOAP1 TSPOAP1-AS1 TTC32 TTC32-DT TTI2 TWNK UBC UBE2I UBE2Q2P16 UBE2QL1 UBE3B VANGL1 VPS37D WDR74 YARS2 YIF1B YJU2 ZBED5 ZBED5-AS1 ZCCHC24 ZNF146 ZNF207 ZNF260 ZNF565 CDC73_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CDC73_TARGET_GENES ABCA17P ABCA3 ABCB10 ABHD13 ABTB1 ACBD3 ACBD4 ACLY ACTB ACTG1 ACTN1 ADAM17 ADAMTSL4 ADAT1 ADD1 ADGB ADISSP ADNP ADRM1 AGO2 AHCTF1 ALG5 ALOXE3 AMD1 ANKRD13D ANKRD46 AP2M1 AP2S1 AP5S1 APTX ARFRP1 ARHGAP45 ARHGEF16 ARHGEF17 ARID2 ARL4A ARL5C ARTN ASB16 ASB3 ASB6 ASCC2 ATF5 ATG4D ATN1 ATP2A1 ATP2A1-AS1 ATP5MC2 ATP6V0E2 ATP8B2 ATXN2L AZU1 B3GALNT2 B4GALT7 B4GAT1 B4GAT1-DT BAHCC1 BAIAP3 BCKDK BCLAF1 BEGAIN BEND6 BICDL3P BMI1 BNIP1 BOLA1 C11orf98 C15orf48 C18orf25 C19orf81 C1orf56 C2orf42 C5orf24 C7orf50 CA13 CALML4 CASKIN2 CASTOR3P CBL CC2D2A CCDC138 CCDC144BP CCDC144NL CCDC30 CCL27 CD55 CD68 CDAN1 CDCA5 CDH24 CDK5RAP3 CDK9 CEACAM21 CEACAM7 CENPBD2P CENPS CENPS-CORT CERS2 CFAP206 CFAP410 CFAP418 CFAP53 CGRRF1 CHAC2 CHCT1 CHD9 CICP14 CIRBP CIRBP-AS1 CKB CLK3 CLPB CNBD2 COG2 COL1A1 COL9A2 CORO6 CPNE8 CREB3 CRKL CRNDE CROCCP2 CSK CSKMT CTPS1 CTRL CTSC CUL4A CUL9 CYB5D1 CYBC1 CYC1 CYP2E1 CYP4A22-AS1 CYRIB DALRD3 DDX11L10 DDX11L5 DDX18 DDX3X DECR2 DHPS DIAPH1 DLEU1 DM1-AS DMAP1 DNAH7 DNAJC9-AS1 DNASE1L2 DONSON DPP7 DPP9 DQX1 DST DTWD1 DTWD2 DUS2 DUSP23 DVL2 E2F5-DT EBPL ECI1 EDC4 EDEM1 EHD2 EHMT1 EIF4G2 ELK4 EMILIN2 EML3 EML6 ENPP3 ENSG00000225032 ENSG00000232995 ENSG00000233030 ENSG00000280424 EPB41L4A-AS1 EPC1 EPC1-AS1 EPHB3 EPN1 EPOR EPRS1 ERICD ESAM ESAM-AS1 ESYT1 EXOSC3 EXOSC6 EXOSC8 EXTL3 FAM118B FAM133B FAM162A FAM227B FAM43A FANCC FASN FBXL5 FBXO22 FBXO31 FBXO34 FBXO34-AS1 FBXO6 FCHSD2 FDX2 FHL1P1 FIS1 FLT3LG FMC1 FMC1-LUC7L2 FOXJ3 FOXO3 FRG1 FRG1-DT FRG1CP FRS3 FUS FXN GAPDH GAS5 GGCTP1 GNG13 GNL3 GOLGA5 GPR79 GPS2 GPT GRN GRWD1 GTF3C5 GUSBP5 H2AC6 H2BC18 H2BC21 H4C1 H4C8 H6PD HAGHL HAX1 HDAC10 HDAC2-AS2 HES6 HEXIM1 HNRNPC HNRNPU HROB HSF1 HSPA6 HSPB1 HYKK IER2 IER5 IGLV1-51 IL4I1 ILF2 IMPA1 IMPDH2 ING1 ING5 INKA1 INPP4B INPP5K INTS14 IPO4 IQANK1 IQGAP2 ISCA2P1 ISYNA1 ITGA3 ITGAL JADE1 JPX KAT5 KATNBL1 KBTBD4 KDELR1 KDM2A KDM3B KHDC4 KLF7 KNL1 LAMA5 LASP1 LCP2 LENG9 LIG4 LIMD1-AS1 LIMD2 LINC00237 LINC00680 LINC00680-GUSBP4 LINC00853 LINC01322 LINC01424 LINC01569 LINC01623 LINC01719 LINC02236 LINC02288 LINC02558 LINC02684 LINC02695 LINC02724 LINC02960 LL22NC03-63E9.3 LRRC24 LRRC41 LSM11 LSM2 LTA4H MAD1L1 MAFA MAN2A2 MAN2C1 MAP1LC3B MAP7 MAPK8IP3 MARS1 MAZ MBD6 MBNL1 MCEE MCM3AP MCRIP2 MED16 MED23 MED4 MEF2A MEF2C METTL26 MEX3C MFSD4A MGAT4B MIAT MIF4GD MIF4GD-DT MIPEPP3 MIR1238 MIR1284 MIR153-1 MIR155HG MIR4512 MIR4519 MIR4521 MIR4530 MIR4740 MIR5708 MIR616 MIR6728 MIR6853 MIR762HG MIR7845 MIRLET7I MIRLET7IHG MIX23 MLX MMP14 MPHOSPH10 MPPE1 MROH6 MRPL13 MRPL58 MRPS15 MRPS26 MST1P2 MSTO1 MTBP MTERF1 MTF2 MTFR1L MTIF2 MUS81 MYADM-AS2 MYBPH MYL12A MYNN MYO15B MYO1F MZF1 NACA NADK NAE1 NANOS1 NBEAL2 NCBP2 NCBP2AS2 NCKIPSD NCL NCOA7 NDUFC1 NDUFS3 NDUFS7 NDUFV1 NDUFV1-DT NEK6 NEK8 NFE2L2 NFX1 NIBAN1 NICN1 NKIRAS2 NLRX1 NOC3L NOL7 NOP14-AS1 NUF2 NUFIP2 NUP62 NXF1 ODAD4 ODR4 OSGEPL1 P4HB PABPC1 PABPC1L PABPN1 PAFAH2 PALM PANK2 PARP12 PARP2 PBRM1 PCID2 PDE4A PEA15 PEX19 PFDN4 PHF1 PIAS1 PIGV PIN1 PIN1-DT PITPNA-AS1 PITPNM1 PLCD1 PLEKHG2 PLEKHM3 PLXDC1 PNRC1 POLM POLR2C POLR3B POLR3E POP5 PPP1R27 PPP4C PPP4R3A PPP6R1 PRAME PRDM8 PRKCG PRMT3 PRPF6 PRR7 PRRT2 PSMB3 PTBP2 PTMA PTPN6 PTRH2 PYGM RAB32 RAD23A RAD52 RASL11A RBBP5 RBIS RBM17 RBM23 RBM4 RECQL5 REPS1 REV1 REXO1 RGS5 RHBDF2 RHOC RHOF RILP RINT1 RMRP RN7SKP249 RN7SL521P RND2 RNU6-9 RNU7-140P ROM1 RPGR RPL18 RPL27A RPL31 RPL37 RPPH1 RPS15AP11 RPS7 RPSA RRAGC RRAGC-DT RRP7BP RUFY1-AS1 SACM1L SAMD10 SAMD4B SATB2 SBNO2 SCAMP3 SCAND1 SCARNA2 SCFD1 SEC22B SEC62 SECISBP2 SELENOO SENP6 SETD7 SEZ6 SGF29 SGK3 SIRPB1 SKIC2 SKIL SLC14A2 SLC16A3 SLC24A1 SLC25A20 SLC25A38 SLC2A4RG SLC35B2 SLC35E1 SLC3A2 SLC4A8 SLC4A8-AS1 SMARCC2 SMG7 SMURF2P1 SNAPC3 SNAPC5 SNHG7 SNHG8 SNORA13 SNORA14B SNORA24 SNORA57 SNORA7A SNORD12C SNORD15B SNORD72 SNRPD1 SNRPE SPNS1 SPOCD1 SQLE SRCIN1 SRP9 SRSF4 SSBP1 STRN4 STXBP3 SUMF2 TADA2B TAF1C TAFA2 TAP2 TATDN3 TBC1D4 TBL1X TBX18 TBX6 TCIRG1 TEDC2 TFEB THTPA TIA1 TIMM50 TIPARP TIPARP-AS1 TLE1 TLE6 TLL2 TLN1 TMBIM4 TMEM106A TMEM14EP TMEM170A TMEM179B TMEM222 TMEM230 TMEM86B TNFAIP8L1 TOMM20 TOMM40 TOMM6 TP53 TPM4 TPR TRABD TREM1 TRG-AS1 TRGV1 TRGV4 TRGV6 TRGV7 TRIM3 TRIM41 TRIM65 TRPC4AP TSC2 TSEN54 TSSC4 TTC27 TTLL12 TTLL3 TTYH1 TUBA1B-AS1 TUBGCP6 TUSC2 TUT1 U2AF2 UBE2G2 UNC13D UQCC5 UQCR11 USHBP1 USP11 USP15 UTP25 VARS1 VAT1 VEZF1 VIRMA VIRMA-DT VLDLR-AS1 VPS39 VPS39-DT VTA1 VTRNA1-1 WDR6 WDR70 WEE2-AS1 WRAP53 YBEY ZBTB37 ZC3H10 ZCCHC4 ZEB2 ZFAS1 ZFHX2 ZFP69B ZFPL1 ZNF213-AS1 ZNF34 ZNF385A ZNF398 ZNF425 ZNF516-AS1 ZNF767P ZNF782 ZNF839 ZNF843 ZNFX1 ZNHIT6 CDH4_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CDH4_TARGET_GENES ADAT3 AHCY ALOXE3 AMN1 ATP6V1B2 ATP6V1E1 BTBD10 C16orf54 C2orf42 CACNA1D CD40 CFAP418 CLEC10A CNN2 CRTAP DPP9 DTNB-AS1 ENSG00000228044 ENSG00000230021 EPS8L1 ERVK13-1 FCHO1 FKBP1A GADD45B GAPDHP76 GNG2 GSTA4 HCG14 HCK HFE HLA-L HMGA1 HSD17B14 HSPA6 ILF2 ITPR2 KNL1 KNOP1P1 LIMD1-AS1 LINC02566 LINC02739 LINC02902 LTA4H MIA3 MIR5194 MT-ND3 MT-ND4 MT-ND4L MT-TG MT-TR MTCO3P12 MYO18B NCOA7 NPEPL1 NR6A1 OR10AA1P P2RY6 PCOTH PGK1 PIGN POLG POLG-DT POLR3E PRKXP1 PRMT1 PRMT5 PRMT5-DT PTGES3 PTK2B RAB11A RAC1 RELCH SACM1L SCAMP4 SIGLEC11 SLC29A3 SOX5 STMN1P1 STX11 TAPT1 TIA1 TPRA1 TRIM28 TRMT1 UBE4A CDX1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CDX1_TARGET_GENES AP1G1 ATP1A3 BRI3 BTG3-AS1 CCNI CHD2 CIC COQ10B DPM1 EFCAB7 HDAC7 HOXA3 ITGB3BP KAT5 KCTD10 LRP6 LRRC23 MIR5188 MOCS3 MRPL13 MRPL51 MTBP MTCO3P31 MTND3P20 NCAPD2 NR2F1 PPIC-AS1 PSAT1P2 RAB11A RHBDF1 RNF148 RPL17 RPL17-C18orf32 SMG6 STARD5 TECPR1 TMEM125 TMEM248 UBC UBE3B VDR ZCCHC2 CEBPE_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CEBPE_TARGET_GENES ALDH1A2 ARHGAP32 CDH17 CEP120 DMXL2 DSG1-AS1 DSG3 DUT EGF EPS8 GAS5 H2BC13 LINC00513 LINC02889 MALAT1 MARCOL MCPH1-AS1 MLLT3 MMAA MYBPC1 NR2F1 PLAC8 PSME2P3 PTPRO RCC1 REG4 SEMA3C SLTM SPINK13 SPINK5 TM7SF3 TSPAN8 TXK UGT1A6 YAE1 CEBPZ_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CEBPZ_TARGET_GENES AAMP AARS1 ABCA11P ABCA7 ABCB8 ABHD17B ABHD2 ABHD8 ABR ABT1 ACAP2 ACO2 ACOT8 ACOX3 ACTG1 ACTL6A ACTMAP ACTR2 ACYP1 ADAP2 ADAT2 ADGRL1-AS1 ADRM1 ADSL AGFG2 AGPAT1 AIDA AIMP2 AK2 AKAP17A AKAP8 AKAP8L AKR1D1 AKT1S1 AKTIP ALDH6A1 ALG1 ALG11 ALKBH3 ALKBH5 ALKBH6 ALKBH7 AMBRA1 ANAPC15 ANAPC2 ANAPC5 ANKHD1 ANKHD1-DT ANKHD1-EIF4EBP3 ANKRD11 ANKRD16 ANKRD23 ANKRD27 ANKRD39 ANKRD54 ANKZF1 ANP32E AP2A1 AP3D1 AP3M2 AP4B1 APLP2 APMAP APTR AQR ARFGAP1 ARHGAP19 ARHGAP19-SLIT1 ARHGEF19 ARID1A ARL16 ARL17B ARL6IP6 ARMC6 ARMH1 ARRDC4 ARSK ARVCF ASAP3 ASB16-AS1 ASF1B ATF6B ATF7 ATF7-NPFF ATG14 ATG16L1 ATG4B ATG9A ATP5F1B ATP5IF1 ATP5MC1 ATP5MC2 ATP5ME ATP5MK ATP5PBP7 ATP5PD ATP5PF ATP6AP1 ATP6AP1-DT ATP6AP2 ATP6V0A2 ATP7B ATP8B3 ATPAF2 ATR AURKA B4GALT7 BABAM1 BAIAP3 BANF1 BAZ1B BAZ2A BBS10 BBS12 BCAS3 BCL2L1 BLM BLOC1S3 BMAL1 BMS1 BMT2 BPGM BRCA1 BRD3OS BRF2 BRI3 BRIP1 BROX BRPF3 BRPF3-AS1 BTD BUB3 BUD31 C10orf88 C11orf68 C12orf57 C12orf60 C12orf76 C14orf93 C19orf53 C19orf81 C1orf109 C22orf39 C2CD5 C5orf22 C5orf34 C7orf50 C8G C8orf33 C9orf85 CA13 CAGE1 CALU CAMTA1 CAMTA1-DT CANX CARF CARS2 CAT CBLB CBX5 CCAR2 CCDC12 CCDC137 CCDC146 CCDC15 CCDC159 CCDC51 CCDC59 CCDC61 CCHCR1 CCNA2 CCNC CCNF CCNG1 CCNK CCNL2 CCT6B CCT6P1 CCT7 CCT8 CD101-AS1 CDC23 CDC25A CDC25C CDCA2 CDCA3 CDCA8 CDIPT CDIPTOSP CDK11B CDK2AP2 CDK5RAP1 CDK5RAP3 CDKAL1 CDKN3 CDR2 CDR2-DT CEBPG CENPA CENPBD2P CENPK CENPM CENPQ CENPU CENPX CEP131 CEP152 CEP164 CEP44 CEP68 CEP85 CEP89 CERNA3 CETN3 CETN4P CFAP20 CGGBP1 CHAF1A CHASERR CHCHD2 CHCHD3 CHCHD7 CHD6 CHD8 CIC CIDECP1 CIRBP CIT CIZ1 CKAP2L CKS1B CLASP1 CLDND1 CLIC1 CLUHP3 CNDP1 CNOT1 CNOT3 CNPY2-AS1 CNPY3 COA4 COMMD2 COMT COMTD1 COPE COPG2 COPS3 COPS4 COPS7B COPZ1 COQ8A COQ8B COX14 COX16 COX19 COX8A CPPED1 CPSF4 CRBN CREB3L2 CREB3L3 CREB3L4 CREBRF CROCCP2 CROT CRTC2 CRTC3-AS1 CRYZL1 CS CSE1L-DT CSTF1 CTNS CTPS1 CTSA CWC15 CWC25 CWF19L1 CYB5A CYB5B CYB5RL CYLD CYTH2 DACT3 DACT3-AS1 DANCR DAPK3 DBP DCAF11 DCAF15 DCAF4 DCAF7 DCBLD2 DCLRE1B DCP1A DCP1B DCTN3 DCTN4 DCTN5 DCTN6 DCTN6-DT DCTPP1 DCUN1D4 DDA1 DDOST DDX19B DDX24 DDX39A DDX41 DDX49 DDX55 DDX56 DEF8 DENND4A DERL2 DERL3 DGCR8 DHCR7 DHCR7-DT DHODH DHX38 DIAPH3 DIS3 DLGAP5 DNAAF3 DNAJB4 DNAJB5 DNAJB5-DT DNAJC11 DNAJC14 DNAJC9-AS1 DNAL4 DNM1 DNM2 DOCK4 DOLPP1 DPH1 DPH2 DPH7 DPP3 DPP3-DT DRAP1 DRC3 DROSHA DTWD1 DUS2 DYNC2I1 DYNLT2 DZANK1 E2F1 EARS2 ECD ECSIT EDEM3 EEIG1 EFNB2 EHBP1 EIF1 EIF1AD EIF2AK3 EIF2AK3-DT EIF2B1 EIF2B2 EIF2B3 EIF2D EIF3F EIF4A1 EIF4B EIF5 ELAC2 ELMO2 EMC3 EMC3-AS1 EMC9 EMG1 EML2 ENO1 ENO1-AS1 ENPP3 ENSA ENSG00000232995 ENSG00000233461 ENSG00000239137 ENSG00000255240 ENSG00000255647 ENSG00000261335 ENSG00000263080 ENSG00000267248 ENSG00000268403 ENSG00000268650 ENSG00000275765 ENTPD7 EPM2AIP1 EPOR ERCC2 ERICH1 ERMARD ESF1 ESR2 ETV5 EVI5L EXOC2 EXOSC3 FAAP24 FAHD1 FAM111B FAM117A FAM120AOS FAM149B1 FAM156A FAM161A FAM185BP FAM220A FAM222B FAM227B FAM32A FAM53C FAM72A FAM72B FAM76A FAM98C FAN1 FANCD2 FANCI FAR1 FAR1-IT1 FASTKD2 FBH1 FBRS FBXL6 FBXO24 FBXO45 FBXW5 FCGRT FDFT1 FEM1C FER FGD5-AS1 FGD6 FH FHIT FICD FKBP5 FKBPL FLAD1 FLJ20021 FLYWCH2 FNBP4 FOXK2 FRMD5 FRYL FXN G3BP1 G6PD GABPA GALNT18 GANAB GARNL3 GATAD2A GATAD2B GATB GATC GBA1 GBF1 GDI2 GET3 GGCT GHITM GID4 GINS2 GINS3 GLCCI1 GLO1 GLOD4 GLRX3 GLRX5 GLTC1 GMFG GNA12 GNE GNG4 GNPTG GOLGA3 GOLGB1 GOLIM4 GOLPH3L GORASP1 GOSR2 GOSR2-DT GOT1 GOT1-DT GPATCH3 GPBP1L1 GPHN GPR108 GPR137 GPR137C GPR180 GRIK4 GRK6 GRN GRPEL1 GRPEL2-AS1 GSTCD GSTO2 GTF2H3 GTF2H4 GTF2IP12 GTF3C3 GTF3C5 GTPBP1 GTPBP3 GTPBP6 GYS1 H1-2 H2AX H2AZ2 H2AZ2-DT H3-3B HACL1 HAGH HAPSTR1 HASPIN HAVCR2 HBP1 HCCS HCCS-DT HDAC11 HDAC11-AS1 HDAC4 HDAC4-AS1 HDAC6 HDGF HDGFL2 HEATR5A HEATR5A-DT HELQ HERC3 HEXA HEXA-AS1 HEXD HGS HIBADH HINFP HINT2 HIP1 HIPK1 HIPK1-AS1 HIRA HLTF HMGCS1 HMGN2P34 HMGXB4 HNRNPA1 HNRNPAB HNRNPC HNRNPK HNRNPL HNRNPR HNRNPUL1 HRAS HS3ST3B1 HSD17B12 HSF2 HSPA5 HSPA5-DT HSPB6 HSPD1 HSPE1 HSPE1-MOB4 HTT HTT-AS HYCC1 IBA57 IDH1 IDH3B IDH3B-DT IDI1 IER5L IER5L-AS1 IFI27L1 IFRD1 IFT27 IGHMBP2 IK IKZF4 IL6ST IL6ST-DT INCENP ING1 INIP INO80 INPP5B INTS12 INTS3 INTS4 INTS5 IP6K1 IPO11 IPO4 IQCD IRF4 ISG20L2 ISOC2 ITFG2 ITFG2-AS1 ITGA5 ITGAE ITGB4 ITK ITSN1 IVD JMJD8 JPT1 JPT2 JUP KANK3 KANSL1 KANSL2 KAT14 KAT6B KAT7 KATNB1 KBTBD4 KCNAB2 KCTD2 KCTD5 KCTD7 KCTD9 KDM3A KDM4B KDM4D KDM6A KDM8 KHDC4 KHDRBS2 KHSRP KIF1B KIF22 KLF5 KLHDC10 KMT5A KMT5C KPNB1 KPNB1-DT LACTB LAMTOR4 LAPTM4A-DT LARP4B LCA5 LCMT1 LCMT1-AS1 LENG1 LENG8 LENG8-AS1 LIAS LIM2-AS1 LIN37 LIN52 LINC00205 LINC01003 LINC01409 LINC01535 LINC01547 LINC01572 LINC01972 LINC02210 LINC02210-CRHR1 LINC02777 LINC02926 LIPE-AS1 LLGL1 LMAN2 LMBR1L LMNTD2 LMTK2 LNX2 LPXN LRCH4 LRP12 LRRC27 LRRC45 LRRC47 LRRC74B LSM11 LSM5 LSP1 LTN1 LZIC LZTFL1 MACO1 MAEA MAF1 MAGI3 MAN2C1 MANBAL MANF MAP3K11 MAP3K12 MAP3K3 MAP3K7 MAP3K9 MAP3K9-DT MAP4 MAPK8IP3 MAPKAPK5 MAPKAPK5-AS1 MAPT MARCHF2 MAST1 MATCAP1 MBD1 MCAT MCEE MCM3 MCM5 MCM6 MCOLN1 MCU MDH1B MDM1 MEAK7 MECP2 MED16 MED19 MED23 MED29 MED30 MED4 MED7 MED8 MEGF9 METTL13 METTL15 METTL25 MEX3C MGRN1 MIEF2 MIIP MINDY3 MIR1302-3 MIR22HG MIR3181 MIR4449 MIR4479 MIR4482 MIR4727 MIR4999 MIR6089 MIR638 MIS12 MIS18A MLH1 MLLT1 MLST8 MMAB MMUT MON1B MORC2 MOSPD3 MPHOSPH10 MPV17L2 MPZL1 MRM3 MROH1 MRPL16 MRPL18 MRPL20-AS1 MRPL21 MRPL28 MRPL3 MRPL37 MRPL39 MRPL4 MRPL44 MRPL46 MRPS11 MRPS12 MRPS15 MRPS16 MRPS18C MRPS23 MRPS31 MRPS31P4 MRTFA MSANTD4 MSH5 MSH5-SAPCD1 MSMO1 MST1P2 MTERF4 MTF1 MTF2 MTFR2 MTIF2 MTMR12 MTMR4 MTOR MTR MVD MVK MXD1 MXD4 MYCBP MYG1 MYH10 MYH9 MYH9-DT MYL11 MYL5 MZF1 NAA60 NABP2 NAGPA NAIF1 NARF NARF-AS2 NBR1 NCBP1 NCK1 NCK1-DT NCOA2 NDOR1 NDUFA11 NDUFA2 NDUFAF1 NDUFAF5 NDUFAF8 NDUFS3 NDUFS7 NDUFS8 NEAT1 NECTIN1 NEMP1 NEURL2 NF2 NFATC2IP NFE2L1 NFE2L1-DT NFYB NFYC NGDN NIPAL3 NKAIN4 NKTR NLK NME1 NME1-NME2 NMNAT1 NOB1 NOC3L NOL6 NOM1 NPHP4 NPLOC4 NR1H2 NR2C2 NR3C2 NRL NSMCE1 NSMCE1-DT NUBP2 NUDC NUDT16 NUDT16-DT NUDT2 NUDT21 NUF2 NUFIP2 NUMB NUP107 NUP107-DT NUP214 NUP98 NXT1 OGFOD1 OGFOD3 OIP5-AS1 ONECUT2 ORC2 ORC3 ORC6 ORMDL2 OS9 OSBP OSBPL2 OTUB2 OTUD5 OXLD1 OXSR1 P2RX6P P4HB PAAF1 PABPN1 PACSIN2 PAF1 PAFAH1B2 PAIP2B PALB2 PANK2 PANK2-AS1 PBX4 PCBP2 PCF11 PCGF1 PCLAF PCNX3 PCYOX1L PDAP1 PDCD11 PDE6D PDIA4 PDIA6 PDP2 PDXDC2P-NPIPB14P PDXP PDXP-DT PEF1 PEF1-AS1 PER1 PET100 PET117 PEX1 PEX14 PEX16 PEX3 PGAP2 PGD PGP PHB2 PHF5A PHPT1 PHTF2 PHYH PIBF1 PIGM PIGN PIK3R2 PIKFYVE PIN1 PIN1-DT PJA2 PKMYT1AR PKNOX1 PLAG1 PLCL1 PLIN3 PLLP PLPBP PMEL PMS2 PNKD PNKP PNPO POLD2 POLDIP2 POLM POLQ POLR1D POLR2A POLR2I POLR3F POLR3K POLRMT POMT1 PPFIBP1 PPIA PPM1B PPM1B-DT PPM1F PPM1K PPM1K-DT PPP1R12C PPP1R3F PPP2R1A PPP2R5A PPP2R5E PPP3CA PPP6R3 PPWD1 PRADC1 PRDM4 PRKACA PRMT1 PROSER3 PRPF31 PRPF40A PRPF8 PRR11 PSMA1 PSMA5 PSMB10 PSMB3 PSMB7 PSMC3IP PSMD11 PSMD3 PSME3IP1 PSMF1 PSTK PTBP1 PTCD1 PTK2B PUM3 PURB PWWP2A PXMP4 PXN-AS1 PYCR2 QPCTL R3HDM1 RAB11A RAB11B RAB11B-AS1 RAB39A RAB3A RAB3D RAB40B RAB40C RAB4B RAB4B-EGLN2 RAB5B RAB5C RAB8A RAD18 RAD54L RAF1 RANBP6 RARS2 RASSF7 RBIS RBM14 RBM14-RBM4 RBM15 RBM15-AS1 RBM27 RBM28 RBM4 RBM42 RBM48 RBMX RBSN RCL1 RCN2 RECQL5 RELCH RFWD3 RFX1 RFX2 RGMB RGMB-AS1 RGS5 RGS9BP RHCE RHPN1 RHPN1-AS1 RIF1 RIOK1 RMI1 RMI2 RNF187 RNF34 RNF4 RNF5 RNFT2 RNU2-17P RNU6-1310P RNU6-9 RNU6-92P RNU7-27P RNVU1-14 RNVU1-19 RNVU1-2A RNVU1-4 ROGDI RPE RPIA RPL13A RPL18A RPL22 RPL37 RPL38 RPL9 RPLP0 RPS15 RPS15A RPS20 RPS27P14 RPS7 RPTOR RPUSD3 RRAGC RRAGC-DT RRBP1 RRP15 RSBN1L RSPRY1 RSRC1 RTN4 RTN4R RTRAF RTTN RUVBL1 RUVBL2 RWDD1 S100PBP SAMD4B SAP30BP SAP30L SAP30L-AS1 SARNP SARS2 SCAI SCAND2P SCP2 SCRIB SDF2L1 SDHAF1 SDHD SEC11A SEC13 SEC1P SEC22C SEL1L SELENOO SEMA4F SEPTIN7P14 SERTAD2 SETD3 SETD5 SF3A3 SFPQ SFSWAP SFXN5 SGTA SHARPIN SHC1 SHKBP1 SHPK SIN3A SIVA1 SKA2 SKIC3 SLC15A4 SLC1A5 SLC25A19 SLC25A25 SLC25A28 SLC25A28-DT SLC25A3 SLC25A42 SLC25A44 SLC26A2 SLC27A4 SLC2A8 SLC35F2 SLC39A1 SLC39A3 SLC46A3 SLC4A1AP SLC52A2 SLF2 SLX9 SMAD2 SMARCA2 SMG8 SMIM7 SNAI3-AS1 SNAPC4 SND1 SND1-DT SNHG10 SNHG12 SNHG19 SNORA16A SNORA26 SNORD54 SNORD59A SNORD60 SNRNP25 SNRNP40 SNRPA SNRPA1 SNRPA1-DT SNRPB2 SNRPC SNRPD2 SNX12 SNX16 SNX18 SNX32 SOS1 SP1 SP2 SP2-AS1 SP2-DT SP3 SPAG7 SPATC1L SPC24 SPC25 SPG7 SPRING1 SPRYD3 SPSB3 SPTLC2 SRGAP2 SRGAP2C SRP14 SRP14-DT SRP9 SRSF6 SSBP1 SSNA1 SSR1 SSR3 ST3GAL2 STARD7 STAT3 STIP1 STK11 STK40 STOM STOML2 STPG1 STT3A STX16 STX16-NPEPL1 STX18 STX18-AS1 STX5-DT SUMF1 SUN2 SUPT7L SUPV3L1 SWSAP1 SYT5 SZT2 TACO1 TAF1C TAF3 TAF5L TANGO2 TAOK3 TARBP2 TARS2 TBC1D10B TBC1D14 TBC1D19 TBC1D22A TBC1D22A-DT TBCB TBL3 TCEA1 TCERG1 TCF19 TCF3 TCP1 TDRKH TDRKH-AS1 TECPR1 TEDC1 TEFM TEPSIN TESK2 TEX2 TFPT THAP4 THUMPD3-AS1 TIAM1 TICRR TIMM22 TIMM29 TIMM44 TIMM8B TIMMDC1 TIMMDC1-DT TMA7 TMBIM4 TMBIM6 TMEM134 TMEM160 TMEM167A TMEM167B TMEM179B TMEM184C TMEM184C-DT TMEM191C TMEM198B TMEM199 TMEM203 TMEM205 TMEM218 TMEM242 TMEM242-DT TMEM38A TMEM41A TMEM53 TMEM60 TMEM69 TMEM9 TMPOP2 TMTC4 TMUB2 TMX2 TNFRSF10B TNRC6B TNRC6B-DT TOM1L2 TOMM40 TOP2A TOP2B TOP3B TOR1A TP53BP1 TP53TG1 TPCN1 TPK1 TPRG1L TPRN TPT1P15 TRABD-AS1 TRAF2 TRAF7 TRAFD1 TRAIP TRAPPC2B TRAPPC6A TRIAP1 TRIM35 TRIM45 TRIM68 TRIM9 TRIOBP TRIP10 TRIP4 TRMT1 TRMT10C TRMT44 TRMT61B TRMU TROAP TSNAX TSNAX-DISC1 TSPAN10 TSPAN15 TSPAN31 TSR1 TSR2 TSR3 TSTD2 TTBK2 TTC21A TTC26 TTC9C TTF2 TTLL5 TUBB4B TXNDC16 TXNL4B TYK2 TYW1 TYW1B U2SURP UBALD2 UBE2C UBFD1 UBP1 UBXN6 UFD1-AS1 UGP2 UMPS UNG URB2 USF3 USP5 UVRAG UVRAG-DT VAMP4 VARS2 VBP1 VCP VEZT VIRMA VIRMA-DT VMAC VPS13D VPS28 VPS33A VPS35 VPS4B VPS50 VPS51 VPS72 VRK1 VTI1A VWA7 WASHC3 WBP1 WBP11 WBP1L WDCP WDR12 WDR24 WDR37 WDR45 WDR53 WDR6 WDR81 WEE2-AS1 WFS1 WHAMM WIPI1 WIZ XAB2 XPO1 XRCC3 XRCC4 YARS1 YBX1 YIF1A YIPF2 YJU2 YJU2B YWHAQ ZBTB18 ZBTB20 ZBTB3 ZBTB4 ZBTB5 ZC2HC1C ZC3H6 ZC3HC1 ZCCHC17 ZCCHC4 ZDHHC12 ZDHHC12-DT ZDHHC6 ZDHHC9 ZFHX3-AS1 ZFP41 ZFP91 ZFP91-CNTF ZFTRAF1 ZFYVE21 ZIK1 ZMAT2 ZMPSTE24 ZMPSTE24-DT ZMYM2 ZMYM5 ZNF10 ZNF100 ZNF101 ZNF132 ZNF132-DT ZNF138 ZNF141 ZNF143 ZNF165 ZNF17 ZNF174 ZNF200 ZNF211 ZNF213 ZNF213-AS1 ZNF250 ZNF273 ZNF277 ZNF324B ZNF354A ZNF367 ZNF407 ZNF407-AS1 ZNF416 ZNF417 ZNF418 ZNF419 ZNF430 ZNF431 ZNF44 ZNF443 ZNF460 ZNF460-AS1 ZNF493 ZNF519 ZNF543 ZNF547 ZNF548 ZNF550 ZNF552 ZNF555 ZNF556 ZNF563 ZNF564 ZNF57 ZNF574 ZNF581 ZNF584 ZNF584-DT ZNF587B ZNF595 ZNF597 ZNF599 ZNF626 ZNF652 ZNF652-AS1 ZNF654 ZNF669 ZNF672 ZNF687 ZNF687-AS1 ZNF691 ZNF691-DT ZNF695 ZNF718 ZNF721 ZNF724 ZNF726 ZNF736 ZNF77 ZNF772 ZNF773 ZNF774 ZNF775 ZNF776 ZNF799 ZNF805 ZNF823 ZNF830 ZNF837 ZNF85 ZNF875 ZNF891 ZNF91 ZNHIT3 ZNRD2 ZNRD2-DT ZRANB3 ZSCAN20 ZSCAN31 ZSCAN32 ZSCAN5A ZSCAN5A-AS1 ZSWIM1 ZSWIM3 ZSWIM4 CENPT_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CENPT_TARGET_GENES ARID4A ARMC1 ARMH4 ATP2C1 ATP5F1B ATP6V1G1 BABAM1 BIRC3 BTRC C21orf62-AS1 CCR9 CD209 CDK1 CEP128 CPAMD8 CYTIP DAD1 DNAJB4 DUSP19 ENSG00000230021 ENSG00000255476 FAHD1 FAM230G FCRL4 FNDC3A GNAS GOLM2 GRAMD1B H2AC13 H2AC14 H2AC15 H2AC16 H2AC5P H2AC7 H2BC13 H2BC14 H2BC15 H2BC16P H2BC3 H2BC5 H2BC7 H3-3B H4C3 HAGH HLA-DMB HYLS1 IL21R ILF2 KATNB1 KLHDC9 LCP1 LINC02909 LINC02977 LINC03034 LOC124906195 LYSMD1 MCM3 MPND MRPL22 MTCO3P12 NLRP4 PAXBP1 PAXIP1-AS2 PER1 POLR3A PSMA3-AS1 RAB4B RAB4B-EGLN2 RGS1 RHEX SCNM1 SNORD59A STAP2 STIP1 SYTL3 TAT-AS1 TBC1D1 TLL2 TMEM277P TRAFD1 TRMT1 UBALD2 VXN WDCP ZNF19 CHAF1A_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHAF1A_TARGET_GENES ACOX2 ADGRL1 AIFM1 ALDH18A1 ARID1A ATP11A BAD CAPS2 CBX3 CDYL CDYL-AS1 CENPU CITED2 COX17 CPSF3 DAGLA DICER1 DICER1-AS1 E2F6 ENPP3 EPC2 EPS15 FAAH FABP5P3 FOXK1 FUT10 GCLC GMPS GPR137 HNRNPA2B1 HTR5A IARS2 IGF1R INKA2 INO80C INSR INTS10 IRAIN ITGB1BP1 KANSL3 KCNJ4 KDSR KMT2A KMT2C LINC01664 LNPEP LRATD2 MAML3 MARVELD1 MED23 MEMO1 MFAP3L MGAT4B MIR5188 MIR7-3 MIR7-3HG MKNK1 MNT MRPS31P4 NSFL1C NUDT3 OSBPL1A PADI1 PDE8A PLEKHA8 PPP6R1 PTEN RN7SKP249 SCAMP1 SCAMP1-AS1 SGMS1 SGMS1-AS1 SLC39A10 SLC8A2 SMARCD2 SPRED2 SQSTM1 SSBP2 ST20 SUZ12P1 SYT7 TAF2 TJP3 TMEM121B TRAPPC9 UBC USP3 VPS36 WDTC1 WDTC1-DT WWOX WWP1 XPO7 ZMIZ1 ZMIZ1-AS1 ZNF395 ZNF521 ZNF609 CHAF1B_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHAF1B_TARGET_GENES AARS2 ABHD12 ABHD15-AS1 ABHD5 ABTB2 ACER3 ACSF3 ACTB ACTG1 ACTL8 ADAP2 ADAT2 ADNP AFF1 AFF3 AGBL5 AGBL5-AS1 AGK AGK-DT AK3P2 AKAP8 AKIRIN2 AKR1C3 ALDH1L2 ALG1L13P ALOX12 AMACR AMD1 AMDHD2 ANGEL1 ANKMY1 ANKRD18A ANKRD18B ANKRD19P ANKRD20A4P ANKRD31 ANKRD33B ANO10 ANPEP ANTKMT ANXA9 AP3B1 AP4E1 APOL2 APRT ARFIP2 ARHGAP22 ARHGAP4 ARHGDIA ARHGEF1 ARID1A ARID3A ARL14EP ARL6IP1 ARMCX5 ARMCX5-GPRASP2 ARMT1 ARRDC3 ARSG ASF1A ASMTL ATF4 ATP5F1A ATXN2L B3GALT4 BACH1 BAG2 BAIAP2 BAIAP2-DT BAIAP3 BAZ2B BCAR3 BCAS4 BCL7A BCORL1 BEND3 BFAR BIN1 BIN3 BMF BMS1 BNIP3P11 BOLA1 BORCS5 BRWD1 BRWD1-AS2 BSG BSG-AS1 BTK C11orf68 C11orf98 C15orf39 C15orf48 C15orf61 C17orf49 C1orf53 C2CD5 C5orf24 C6orf226 C6orf47 C6orf62 C8orf82 CA2 CA3-AS1 CALM1 CALM2 CAPS2 CARS2 CBFA2T3 CBX3P2 CCDC106 CCDC136 CCDC157 CCDC183 CCDC59 CCDC78 CCDC88A CCDC88B CCDC97 CCNT1 CCT4 CD244 CD68 CDC25C CDK12 CDK6 CDK6-AS1 CDKL3 CDKN1A CEBPA CEBPA-DT CENPH CENPU CEP104 CEP128 CEP131 CEP170B CEP57 CEP95 CERNA3 CFAP251 CFAP418 CFD CFL1 CFLAR CHD2 CHD9 CHEK1 CHMP2A CHRAC1 CHRNA3 CHTF8 CIRBP CIZ1 CNOT6 COMMD1 COPB1 COPS7B COTL1 COX20 CPNE8 CPSF1 CRLS1 CSKMT CSRNP2 CTNNB1 CUEDC1 CUL4A CUL7 CWC25 CXCR4 CYC1 CYP1B1 CYP2W1 DALRD3 DCUN1D2 DDIT3 DDIT4 DDX1 DDX11L10 DDX18 DDX5 DDX60L DEF6 DEGS1 DENND4B DFFB DGAT1 DGKD DHFR DHX33 DHX33-DT DHX9 DIDO1 DIS3L2 DLEU2 DMAP1 DNAJB1 DNAJB14 DNAJB4 DOCK2 DOHH DPCD DPP8 DPP9 DPY19L4 DRAP1 DRG1 DRG2 DTWD1 DUS1L DUSP1 DUSP2 DUSP22 DUSP6 EDC4 EEF1A1 EEF1AKMT1 EEF1AKMT2 EEF2 EGR1 EIF1 EIF3D EIF4A2 EIF4G2 ELAC1 EMC1 ENPP3 ENSG00000183154 ENSG00000199470 ENSG00000201465 ENSG00000232995 ENSG00000233223 ENSG00000246308 ENSG00000268403 EOGT EOGT-DT EPB41L4A-AS1 EPC1 EPC1-AS1 EPS15 ERCC1 ERLIN2 ETV5 EWSR1 EXD3 EXOC3-AS1 F2RL3 FADD FAM107B FAM118A FAM178B FAM201A FAM227B FAM53C FAM76B FASN FBXL4 FHL3 FLNA FLOT1 FLOT2 FOXJ3 FOXN2 FPGS FRA10AC1 FRG1 FRG1-DT FRMPD1 FSCN1 FTL FUS FUT10 G2E3 GABARAP GADD45B GAK GAPDH GARS1 GARS1-DT GAS5 GAS7 GASAL1 GATAD2A GBA1 GEMIN6 GEMIN8 GGNBP2 GNB2 GNPDA2 GOLGA7 GPAA1 GPN2 GRK6 GSDMD GSK3B GSK3B-DT GSTA4 GSTCD GTF2A1 GTF2A1-AS1 GTF2A2 GTF2IRD1 GTF3C3 GTF3C6 GUSBP2 H1-10 H1-2 H1-5 H2AC11 H2AC13 H2AC21 H2AX H2AZ1 H2AZ1-DT H2BC11 H2BC12 H2BC13 H2BC15 H2BC18 H2BC21 H2BC8 H3-3B H3C7 H4C1 H4C16 H4C3 H6PD HBS1L HCG14 HEATR5A HEATR5A-DT HERPUD1 HIRA HMGB2 HNRNPAB HNRNPM HOOK3 HSH2D HSP90AB1 HSPA6 HTR5A IBA57 IBA57-DT ICAM1 ID2 ID2-AS1 IER3 IER3-AS1 IER5 IGHMBP2 IGLV6-57 IKZF1 IL10RB IL10RB-DT IL17C IMPDH2 INAFM1 ING1 INPP5E INTS12 INTS6 INTS6-AS1 IPO4 IQCH-AS1 IRF8 IRS2 ISG20 ITGB2 ITPR1 ITPR1-DT JADE1 JMJD8 JPT1 JPX JRK JSRP1 JUNB JUND KAT6A KATNBL1 KAZALD1 KCNH1 KCNH1-IT1 KCNJ2 KCNJ2-AS1 KCNN2 KCNN3 KCTD6 KDM3B KDM4A KDM4B KIAA0319L KIF22 KIF3B KLF13 KLF6 KLF7 KLHL20 KMT2A KMT5B KNL1 KNTC1 KRBA2 KRBOX5 KRT8P46 KXD1 LAMA5 LATS1 LIG1 LILRP2 LIMD1-AS1 LINC00240 LINC00886 LINC01058 LINC01126 LINC01556 LINC01623 LINC01719 LINC02029 LINC02218 LINC02642 LINC02846 LINC02863 LINC02980 LINC03108 LITAF LNPEP LOH12CR2 LRP12 LRP3 LRRC1 LRRC14 LRRC37A15P LRRC37A3 LRRC59 LRRC74B LRSAM1 LSM14A LTA4H LTBP3 MALAT1 MAML2 MAML3 MAP2 MAP3K8 MAP4K4 MARCHF6 MARCHF7 MAT2A MBD3L1 MBD6 MBP MCCC1 MCM8-AS1 MCRIP2 MCTP1 MDC1 MED16 MED23 MED4 MEPCE METTL25 METTL26 MFAP4 MFSD11 MGRN1 MICU2 MIDN MIR1302-3 MIR194-2HG MIR3143 MIR3188 MIR3190 MIR4674 MIR4727 MIR5087 MIR5695 MIR5696 MIR5708 MIR7-3 MIR7-3HG MIR7155 MIR7845 MIS18BP1 MKNK2 MMP17 MPDU1 MRPL21 MRPL34 MRPL40 MRPS15 MRPS18B MRPS31P5 MSH3 MT-RNR1 MT-TF MTDH MTF2 MTRES1 MTUS2 MYBBP1A MYBPH MYC MYEOV MYNN MYO5B NABP1 NADK NALT1 NAT14 NBPF26 NCALD NCAM2 NCBP3 NCDN NCF4 NCLN NCOA3 NDRG1 NDST2 NDUFA11 NDUFA4 NDUFAF3 NDUFC1 NDUFC2 NDUFC2-KCTD14 NDUFS7 NFE2L2 NFKBIA NLRX1 NME1 NME1-NME2 NME4 NMUR1 NNT-AS1 NOP53 NOP56 NOTCH1 NOTUM NOXA1 NPC1 NPM1 NR3C1 NSFL1C NSL1 NSMAF NSUN4 NUDT3 NUF2 NUFIP2 NUMBL NXF1 NYAP1 OARD1 OAZ1 OCSTAMP ODC1 ODC1-DT OGT P2RX6P PABPC1 PABPC4 PARN PARP1 PARP8 PARVG PCBP2 PCID2 PCTP PDCD10 PDCD6 PDCD6-DT PDE2A PDE2A-AS1 PDE4C PDE6D PEX3 PHC3 PHF11 PHLDA1 PHLDA1-DT PHLDA2 PHYHIP PI16 PIEZO1 PIGG PIGO PIGO-AS1 PIP4P2 PITPNC1 PKNOX2 PLAUR PLCG2 PLCH2 PLEKHG2 PLXDC1 PMEL POLD1 POLDIP3 POLG POLG-DT POLL POLR2A POLR2C POLR2J4 POLR3E POLR3H POM121 PPA2 PPARD PPCDC PPEF1 PPM1F-AS1 PPP1R10 PPP1R15A PPP1R3B PPP2R2A PPP2R5C PPP6R1 PRDM10-DT PRDX1 PRKCB PRKCZ PROK2 PRR27 PSCA PSMD9 PTAR1 PTEN PXK QKI RAB11FIP1 RAB14 RAB18 RAC2 RAD23A RAPGEF1 RAPGEF6 RBBP5 RC3H1 RC3H1-DT RCOR3 RDH5 REEP3 REPIN1 RERE RETNLB REV3L RGS3 RGS5 RHBDD3 RHEX RILP RING1 RIPK2 RIPK2-DT RMND1 RN7SK RN7SKP249 RN7SL449P RN7SL824P RNA5SP19 RNASEH2B RNF139-DT RNF149 RNF170 RNF183 RNF186 RNF187 RNF220 RNF44 RNU11 RNU12 RNU2-2P RNU2-63P RNU4-1 RNU4-2 RNU4-71P RNU5A-1 RNU5B-1 RNU5D-1 RNU5E-1 RNU5E-4P RNU5E-6P RNU5F-1 RNU6-1 RNU6-1257P RNU6-9 RNU6ATAC RNU7-90P RNVU1-14 RNVU1-15 RNVU1-18 RNVU1-19 RNVU1-21 RNVU1-26 RNVU1-27 RNVU1-28 RNVU1-31 RNVU1-6 RPL12 RPL13A RPL18 RPL18P10 RPL24 RPL3 RPL30 RPL36 RPL36A RPL36A-HNRNPH2 RPL5 RPLP1 RPS12 RPS15A RPS16 RPS17 RPS2 RPS20 RPS26 RPS27 RPS4XP16 RPS7 RRP7BP RRS1 RRS1-DT RSRC2 RUNX1 RWDD3 RWDD3-DT S100A2 SACM1L SAMD4B SAP18 SARDH SAT1 SAT1-DT SBF2 SCAMP3 SCRIB SCRT1 SEC14L1 SEC24C SEMA4D SERINC5 SERPINB1 SERPINI1 SF3A1 SH3BP1 SH3BP2 SH3GL1 SH3TC1 SHANK1 SIGLEC6 SIRT1 SIRT7 SKP1 SLC16A3 SLC1A5 SLC20A1 SLC20A1-DT SLC22A18 SLC27A1 SLC36A4 SLC37A2 SLC38A2 SLC39A3 SLC3A2 SLC48A1 SLC66A3 SLC7A5 SLC7A5P2 SLC7A6 SLC8A2 SLC9A1 SMARCD2 SMCHD1 SMG1P3 SMIM8 SMURF2 SNAI1 SNAP25-AS1 SNHG1 SNHG12 SNHG17 SNHG19 SNHG5 SNHG6 SNHG7 SNHG8 SNHG9 SNORA13 SNORA16A SNORA24 SNORA57 SNORA78 SNORD101 SNORD12C SNORD25 SNORD26 SNORD27 SNORD3A SNORD43 SNORD54 SNORD60 SNRPB2 SNX18 SORBS3 SPDYE1-AS1 SPECC1 SPECC1-DT SPHK2 SPIDR SPPL2A SPRED2 SPTAN1 SQSTM1 SRRM3 SRSF2 SRSF7 SSBP2 ST20 ST6GALNAC6 STAT1 STAU2 STING1 STK35 STT3B STX18 STX18-AS1 SUN2 SUPT20H SUPT4H1 SUPT5H SYCE2 SYNCRIP TAF1C TAF2 TAF4 TAFA2 TAGLN2 TARS3 TATDN3 TBC1D10A TBL3 TCEA1 TCF4 TCTN3 TDRD7 TEFM TET2 TFEB TFRC TGFBR2 TGOLN2 TIGD6 TIMM10B TIPARP TIPARP-AS1 TJP3 TLR9 TM7SF2 TM7SF3 TMCO3 TMCO4 TMEM123 TMEM175 TMEM184A TMEM221 TMEM223 TMEM230 TMEM242 TMEM242-DT TMEM267 TMEM41A TMEM50B TMSB4X TMX4 TMX4-AS1 TNFAIP3 TNFRSF10A TNFRSF10A-DT TNFRSF10D TNFRSF11A TNFSF13B TNFSF9 TNRC6C TOB1 TOB1-AS1 TOB2 TOR1AIP1 TP73 TPI1 TRABD2A TRAF3IP2-AS1 TRAF7 TRAPPC5 TRDMT1 TRIM25 TRIM7-AS2 TRIM8 TRIM8-DT TRMO TRPC4AP TRPM2 TRPV3 TSPOAP1 TSPOAP1-AS1 TTC7A TTLL12 TUBA1B TUBA1B-AS1 TUBA1C TUBB TUBB4B TXLNA TXNIP UBA2 UBAC2 UBB UBE2B UBE2D3 UBE2D3-AS1 UBE2L5 UBE2S UBE3D UPF3A USE1 USP15 USP3 USP4 USP42 UTP4 UTP6 UVSSA UXS1 VANGL1 VARS1 VASP VPS13D VPS26C VPS28 VPS36 VPS37D VPS51 VPS9D1 VRK2 VSIR WDFY1 WDR1 WDR11 WDR11-DT WDR74 WHAMMP2 WWP1 YAP1 YPEL3 YWHAZ ZBP1 ZBTB37 ZBTB4 ZC3H12A ZC3H12A-DT ZCCHC4 ZCWPW1 ZFAND2A ZFAND2A-DT ZFAS1 ZFP62 ZMIZ2 ZNF101 ZNF107 ZNF131 ZNF143 ZNF236-DT ZNF276 ZNF337 ZNF426 ZNF451-AS1 ZNF506 ZNF513 ZNF517 ZNF527 ZNF529 ZNF558 ZNF706 ZNF721 ZNF77 ZNF775 ZNF786 ZNF805 ZNF839 ZNF84 ZNF84-DT ZNF846 ZNF888 ZNF888-AS1 ZNFX1 ZSCAN31 ZSWIM9 CHAMP1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHAMP1_TARGET_GENES ADGRV1 AGAP4 AHI1 AKR1E2 ALG10 ALKBH3 ANKRD17 ANKRD45 ANP32BP3 ANXA2R ARHGAP11B-DT ARHGEF12 ARID3A ATL2 ATR BCAP29 BHLHE40 BRD7P4 BRPF1 BUB1 C11orf68 C21orf62-AS1 C2orf69 CA1 CALM2 CCDC152 CCNA2 CCNT1 CDAN1 CDCA2 CENPC CENPE CENPF CHGB CKAP5 COMMD2 COX16 CPB2-AS1 CPOX CRPPA CRPPA-AS1 CRYZL1 CSTPP1 CT45A1 CT45A10 DENND1B DENND4A DET1 DIAPH1 DOCK7 DRAP1 EIF4E EIF5A2 ENOSF1 ENSG00000187951 ENSG00000199470 ENSG00000232995 FAM133B FAM98B FER FLJ46284 FMC1 FNBP1P1 FRA10AC1 FRG1CP GBE1 GFM1 GLRA1 GPBP1 GPR19 GPR6 GSTCD GTF3C3 GUSBP18 GYPB GYPE H2AC14 H3C6 HSD17B12 HTR5A HUS1 INTS12 ISLR2 JPX KCTD9 KDM3B KLRC4 KLRC4-KLRK1 LACTB2-AS1 LAMB1 LINC00240 LINC00431 LINC00470 LINC01191 LINC01234 LINC01347 LINC02928 LINC03021 LRBA LRP4-AS1 LRRD1 LUC7L2 MAN2A2 MAPK6 MED4 MEF2C-AS1 MFAP3L MIR7-3 MIR7-3HG MIS18BP1 MNAT1 MRPS27 MRPS33 MS4A6A MSANTD4 MTERF1 NDUFA5P3 NFE2 NFIA NGDN NKAPP1 NOC2LP1 NOC3L NR2F2-AS1 NUF2 NXT2 OR4K17 OR52A5 OSGIN2 PABPC1P10 PAXBP1 PCLAF PCOLCE PCOLCE-AS1 PDE4C PDE7A PDE7A-DT PLAC1 PNPT1 POLR2C PPIG PRKD1 PSMD6 PTCD2 PXK RAB11A RARRES1 RBM17 RBM20 RBM45 RBM48P1 RCHY1 RESF1 RGS5 RMND5A RN7SKP192 RNA5SP60 RNF216 RNF216P1 RNU6-169P RNU6-925P RPRD1A RPS18P5 SAGE1 SAMSN1 SAMSN1-AS1 SCAF4 SCG3 SEC22B SECISBP2L SEPTIN14P12 SGO2 SLC25A15 SLC35E2A SLC40A1 SMIM8 SMYD3 SNRPD1 SNX11 SP5 SPATA5L1 SPOCD1 SPRYD7 SRD5A3-AS1 STAM2 STK38L SYT14 TAFA2 TCERG1 TERB2 TRAM1 TRIP4 TTC5 TTN-AS1 TXNL1 UBE4A UBR3 UHRF2 USP15 VN1R81P VTA1 WDR11 WDR11-DT YPEL1 ZC3H13 ZFPM2 ZNF138 ZNF148 ZNF221 ZNF268 ZNF391 ZRANB2 ZRANB2-DT ZSCAN16-AS1 CIC_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CIC_TARGET_GENES AAAS AASDH ABHD2 ACAA1 ACO2 ACTA2 ADAP2 AGR2 AKT1S1 ALG14 ANAPC10 ANAPC5 ANKHD1 ANKHD1-DT ANKHD1-EIF4EBP3 ANKRA2 ANKRD17 ANKRD34A ANXA2R-OT1 AP1G1 APC APOLD1 ARHGAP1 ARHGAP32 ARL14 ARRDC3 ASB7 ATF7IP ATP10B ATP6V1G2 ATP6V1G2-DDX39B BANP BAZ2A BMPR1B BMPR1B-DT BRD8 BTF3L4 BUB3 C12orf57 C2CD2L C5orf52 CAGE1 CALM2 CAND1 CAPZA2 CARD8 CARD8-AS1 CBX3 CBX5 CCDC124 CCDC163 CCDC91 CCT2 CDC20 CDC40 CDC42BPA CDCA3 CDCA5 CDK8 CDKL3 CENPP CEP95 CERNA3 CIB1 CIDECP1 CIPC CLCN3 CLDN4 CLHC1 CNOT1 CNOT2 CNPPD1 COA6 COA6-AS1 COG3 COMMD6 COPS4 COPS5 COQ7 COQ7-DT COX7C CRADD CSTF3-DT CTDSPL2 CTDSPL2-DT CYB561D2 DDX21 DDX47 DDX5 DEXI DGLUCY DHX38 DKC1 DNAJB12 DNAJC27 DPAGT1 DPP8 DTWD1 EAF1 ECM2 EFCAB11 EGR1 EIF2A EIF3D EIF4B ELF1 EMG1 ENKUR ENSG00000257545 ENSG00000271860 ENTPD1-AS1 EPB41L2 EPM2AIP1 EPS8 ERBB3 ERLIN1 ESPL1 ESYT1 FADS2 FAM161A FAM227B FAM3D FAM81A FANCD2 FANCI FASTKD1 FBF1 FBXL19 FBXO38 FDPS FEN1 FER FOXA3 FRK GABPB1 GABPB1-AS1 GAPDH GAPDH-DT GARS1-DT GHET1 GLYCTK GOLPH3 GOLPH3-DT GON4L GOPC GPRC5A GRPEL2 GTF2H1 GTF3C2 GTF3C2-AS2 GTF3C4 H1-2 H2AC11 H2AC6 H2BC11 H4C16 H4C8 HAUS2 HAVCR2 HILPDA HMBOX1 HMBS HMG20A HNRNPA1 HNRNPA2B1 HOXA-AS2 HOXA13 HOXA9 HSD17B12 HYCC2 ICE2 IDH1 IL23A ING4 INTS2 INTS9 ITFG2 ITFG2-AS1 ITGB3BP ITK ITPRID2 KAT14 KAZALD1 KCTD10 KDELR1 KIAA1217 KIF14 KIF20A KNTC1 KRT8 LAPTM4A LAPTM4A-DT LARP4 LARS1 LINC01089 LINC01635 LINC01730 LINC02026 LINC02068 LINC02320 LINC02499 LINC02889 LINC02901 LINS1 LIX1L-AS1 LMAN2 LPCAT3 LRP6 LRRC28 LRRC61 LSM4 LUC7L2 MAGOHB MALAT1 MANSC1 MARVELD2 MAT2B MCM5 MCRS1 MCU MED28 MED28-DT MED7 MEPCE METTL6 MGST1 MGST3 MIR3912 MIR3913-1 MIR4512 MIR4754 MIR5087 MIR6076 MLH1 MMACHC MMS22L MPP7-DT MPZL3 MRPL13 MRPL24 MRPL34 MRPL42 MRPS22 MRPS36 MSX2 MTBP MUC13 MYG1 MYO10 MYO1E MZF1-AS1 NAA35 NADK2 NBPF1 NDUFA2 NDUFB3 NEAT1 NET1 NFKBIL1 NFKBIZ NGDN NOL8 NOP16 NPM1 NPRL2 NTPCR NUDCD3 NUP42 NUP88 OAS3 ORC6 ORMDL2 OSGEPL1 OSGEPL1-AS1 PAFAH2 PAN2 PAPOLA PAPOLA-DT PCBP1 PCBP1-AS1 PDCD6IP PDE12 PDK4-AS1 PEAK1 PEX11A PEX11G PEX19 PEX26 PFDN6 PHB2 PHF14 PHF5A PHLDA1-AS1 PIDD1 PIGL PIGS PIKFYVE PLAC8 PLS1 PMS2P3 POLD2 POLG POLG-DT POLR2A POLR3GL POMP POP4 POU2F1 POU2F1-DT PPHLN1 PPIB PPP2R3B PRDX6 PREPL PRKAR2A-AS1 PRMT5-AS1 PRPF40B PSMA3 PSMC3 PSMD3 PTGES3 PTTG1 RAB11A RACK1 RAD51AP2 RANBP3 RANBP3-DT RBM23 RBM8A RCHY1 RETREG2 RFC2 RIOK1 RIPK2 RIPK2-DT RN7SL1 RNF44 RNU2-2P RNU4-2 RNU5A-1 RNU5B-1 RNU5D-1 RNU5E-1 RNU5E-6P RNU5F-1 RNU6-2 RNU7-1 RNVU1-2 RNVU1-21 RNY1 RNY1P15 RNY4 RPAIN RPAP1 RPL21 RPL30P11 RPL31 RPLP2 RPS14 RPS20 RPS27A RPS5 RSL24D1 RSRC2 RSRP1 RTEL1 RTEL1-TNFRSF6B S100A10 SARNP SART3 SCAMP1 SCAMP1-AS1 SCRN3 SEC24A SEC24C SEC24D SECISBP2 SEMA3C SEMA4B SERBP1 SERP1 SETD5 SIRT4 SLC16A10 SLC25A44 SLC30A6 SLC30A6-DT SLC35D1 SLC38A2 SLC38A2-AS1 SLMAP SLTM SLU7 SMARCE1 SMCHD1 SMIM15 SNORA73A SNORD118 SNORD13 SNORD54 SNORD95 SNRNP27 SNRPE SNX19 SRP14 SRP14-DT SRP54 SRP54-AS1 SRRT SRSF5 ST7 STAMBPL1 STIP1 STK4 STK4-DT STMN3 STRAP STRIP1 SUGT1 SUGT1-DT SUMF2 SYMPK SYT11 TACO1 TAF6L TAF7 TAX1BP1-AS1 TBC1D17 TBX3 TCERG1 TDP1 TEFM TENT5A TEX9 TFAP2A TIMELESS TINF2 TLN2 TMEM115 TMEM161B-DT TMEM242 TMEM242-DT TMEM259 TMEM94 TMOD3 TNPO3 TNRC18 TP53 TP53BP1 TPI1P2 TPRKB TRABD2A TRIM24 TRIM59 TRMO TSC22D2 TTC26 TTC28-AS1 TTC32 TTC32-DT TTI2 TUFT1 TXNDC12 TXNL4B UBC UBE2D3 UBE2M UBE3B UBR1 UPK2 UQCC1 UTP15 UTRN VCPIP1 VPS18 VPS33A WARS1 WASF1 WDR46 WDR55 WDR5B WDR5B-DT WDR74 WDR82 WDR93 WRAP53 XPOT YAE1 YARS2 ZBTB4 ZC3H10 ZC3H15 ZCWPW1 ZFAND2B ZFPL1 ZFYVE1 ZMAT2 ZMIZ2 ZNF335 ZNF408 ZNF460 ZNF460-AS1 ZNF770 ZNF79 ZSCAN2-AS1 CIITA_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CIITA_TARGET_GENES AAGAB AAMDC ABL2 ACADSB ACP2 ACTB ACTMAP ACTR1B ACTR3B ACTR8 ADAMTSL4-AS1 ADGRL1-AS1 ADK ADNP ADPRS AEBP2 AFF1 AGA AHNAK AIDA AIM2 AIP AKAP10 AKAP13 AKAP3 AKT1S1 ALG1 ALG12 ALG3 ALG8 ALKBH1 AMD1 ANKRD13A AP1G1 AP2B1 AP3D1 AP4S1 APTR APTX ARAP1 ARFGEF2 ARHGEF1 ARHGEF37 ARHGEF40 ARID1A ARL15 ARMC1 ARMC5 ARMC8 ARRDC3 ASF1B ATE1 ATE1OSP ATF1 ATF4 ATF6B ATF7IP ATG14 ATG4B ATG4D ATP13A1 ATP2B4 ATP5MF ATP5MF-PTCD1 ATP5PD ATP6V0A1 ATP6V0C ATP8B1-AS1 ATRAID ATRX ATXN10 ATXN7L2 AURKA B2M B3GALT6 B4GALT3 B9D1 B9D2 BAD BAX BAZ1A-AS1 BBIP1 BCKDHA BCL2L13 BDNF-AS BLOC1S3 BLTP3B BOP1 BRD2 BRF1 BRIX1 BROX BRPF3 BRPF3-AS1 BSCL2 BTBD6 BTN2A1 BTN2A2 BTN2A3P BTN3A1 BTN3A2 BTN3A3 BUD23 C11orf68 C12orf43 C12orf56 C12orf57 C15orf61 C17orf75 C1orf174 C2CD2L C2orf92 C7orf25 CAB39L CABIN1 CACYBP CALM2 CAMKMT CAMLG CARD8 CARS2 CASD1 CAT CATSPERD CATSPERG CBX3 CBX6 CCDC115 CCDC117 CCDC124 CCDC13 CCDC142 CCDC167 CCDC174 CCDC191 CCDC34 CCDC43 CCDC59 CCDC90B CCDC90B-AS1 CCND3 CCNG2 CCT6B CD74 CDC45 CDK19 CDK4 CDK5RAP2 CDKAL1 CDKN2D CDNF CEBPB CELF1 CENPL CENPO CENPU CEP120 CEP164 CEP350 CEP43 CEP95 CFAP251 CHASERR CHCHD5 CHD2 CHTOP CIAPIN1 CIC CIPC CKAP2 CKAP2-DT CKS2 CLIC4 CLK1 CLK3 CLN3 CNOT1 CNOT2 CNPY4 COG1 COMMD10 COMMD7 COMMD9 COMT COPS4 COPS6 COPS7B COQ4 COQ5 COQ9 COX10 COX10-DT COX14 COX20 CPEB4 CPLANE2 CPNE1 CRADD CRAT CRELD2 CRK CSNK1A1 CSNK2A1 CSTF1 CSTF2T CTNNB1 CTU1 CUEDC2 CUTA CUX1 CWC22 CXXC1 CYB561A3 CYC1 CYP46A1 DAAM1 DAD1 DARS2 DAXX DCAF6 DCP2 DDB2 DDIT4 DDX17 DDX39B DDX39B-AS1 DDX41 DDX5 DEDD DENND4A DEPTOR DERL3 DGKA DGLUCY DHRS7B DHX29 DHX38 DHX9 DIAPH1 DIAPH1-AS1 DIDO1 DIP2A DIRC3 DLG4 DMAC2 DMAP1 DMTF1-AS1 DMWD DNAAF5 DNAAF6 DNAI3 DNAJB1 DNAJC1 DNAJC11 DNAJC30 DNAJC7 DNLZ DOCK4 DOHH DOLK DOLPP1 DOT1L DPAGT1 DRAP1 DRC3 DSE DUSP12 DUSP28 DYNC1LI2 DYNC1LI2-DT DYNC2I2 DYRK1B ECE2 ECH1 ECI1 ECSIT EEF1A1 EGR1 EIF2B5 EIF2B5-DT EIF2D EIF3B EIF3E EIF3F EIF3K EIF4E EIF4G2 EIF4G3 EIF4H EIF5 ELL ELOB EMG1 EML2 EML6 ENSG00000205794 ENSG00000231119 ENSG00000233223 ENSG00000246308 ENSG00000267052 ENSG00000268403 ENTPD1-AS1 ENTPD3-AS1 ENTR1 EPC1 EPC1-AS1 EPM2AIP1 EPS15 ERAL1 ERH ESCO1 ETAA1 EVI5L EXOSC2 EXOSC5 FABP5P3 FAF2 FAM107B FAM111A-DT FAM117A FAM174B FAM193B FAM193B-DT FAM204A FAM222B FAM86JP FARS2 FARSA FASTK FASTKD2 FBXL18 FBXO16 FBXO28 FBXO31 FBXO38 FBXO38-DT FEM1A FHIT FHL1P1 FKRP FLVCR1 FLVCR1-DT FNBP1P1 FOXN3 FRG1HP FSD2 FSIP1 FTH1 FTSJ3 FUZ GADD45GIP1 GALNS GALNT16 GANAB GARS1 GARS1-DT GART GASAL1 GATAD2A GATB GBF1 GDI1 GEMIN6 GET3 GFER GFI1B GHITM GIHCG GIT2 GLA GLI1 GLOD4 GNAI2 GNAS GNL3L GNPTG GOLGB1 GOLPH3L GOT1 GOT1-DT GPATCH3 GPATCH4 GPR137 GRIK5 GRPEL1 GRWD1 GSK3B GSK3B-DT GTF2A1 GTF2A1-AS1 GTF2IP12 GTF2IP13 GTF3C6 GTPBP1 GUSB GUSBP11 H2AC6 H3-3B HACD2 HAUS5 HAUS5-DT HCFC1 HCG14 HCP5 HDAC4 HDAC4-AS1 HEXIM2 HEXIM2-AS1 HIPK1 HIPK1-AS1 HLA-A HLA-B HLA-C HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DPB2 HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB5 HLA-DRB9 HLA-E HLA-F HLA-L HMGB1 HMGCL HNRNPC HNRNPH2 HNRNPM HNRNPUL1 HNRNPUL2 HNRNPUL2-BSCL2 HOOK2 HSD17B12 HSF1 HSPA14 ID2 IDH3B IDH3B-DT IFT46 IFT57 IGHMBP2 IK IKZF5 IL20RB ILF3 ILF3-DT IMMT IMP4 ING3 ING4 INO80 INO80B INO80B-WBP1 INO80C IP6K2 IPO8 IPPK IQCG IQCH IQCH-AS1 ISCU IST1 ITPA KANSL2 KANSL3 KAT5 KAT6A KAT6B KAT7 KATNB1 KBTBD4 KCNF1 KCNQ1OT1 KCTD10 KCTD2 KCTD21-AS1 KCTD5 KDM4A KDM4A-AS1 KDM5C KDM6B KEAP1 KHDC4 KIAA0319L KIAA1143 KIF15 KLHL28 KLLN KMT2C KMT2E KMT5B KNL1 KNSTRN KNTC1 KPTN KRR1 KTI12 KYAT1 LARS2 LEMD2 LEMD3 LIMD1 LIN7C LINC00265 LINC00665 LINC00877 LINC01089 LINC01094 LINC01560 LINC01596 LINC01993 LINC02139 LINC02453 LINC02614 LINC02960 LMF1 LMTK2 LNCRNA-IUR LOC101929566 LONP1 LPXN LRBA LRCH3 LRRC14 LRRC41 LRRC51 LRRC59 LRRC8A LRSAM1 LSG1 LSM5 LSM7 LSP1 LSR LTBP4 LYRM4 MAIP1 MANBAL MAP1LC3B MAP2K5 MAP2K5-DT MAP3K14 MAP3K7 MAP4K1 MAP7D3 MAP9 MAPRE2 MARK3 MAU2 MBD2 MBOAT7 MCCC1 MCL1 MCM5 MCMBP MDH1B MED13 MED25 MED28 MED28-DT MED4 MEF2C MEMO1 METAP1D METTL25 METTL3 METTL4 MFF MFF-DT MFSD11 MFSD13A MFSD14A MFSD5 MFSD6 MIB2 MICU2 MINDY1 MIR22HG MIR3124 MIR320A MIR3667HG MIR4522 MIRLET7I MIRLET7IHG MKKS MKLN1 MKLN1-AS MKNK2 MLEC MLH1 MOB3A MORC3 MORF4L1 MOSPD3 MPC2 MPDU1 MR1 MRM3 MRPL1 MRPL20 MRPL21 MRPL3 MRPL32 MRPL38 MRPL44 MRPL46 MRPL47 MRPL52 MRPS11 MRPS15 MRPS18B MRPS24 MRPS27 MRPS28 MRPS30 MRPS30-DT MRPS35 MRPS35-DT MSANTD2 MSANTD2-AS1 MSGN1 MSH2 MT-CO1 MT-CYB MT-ND1 MT-ND6 MT-RNR1 MT-TF MT-TI MT-TL1 MT-TQ MT-TW MTF2 MTHFD2 MTMR12 MTO1 MTREX MUTYH MXD1 MXD4 MYDGF MYLK-AS1 MYO1A MZT2B N4BP1 NAA35 NAA60 NABP1 NAGPA NAPA-AS1 NARS1 NASP NCBP3 NCDN NCK1 NCK1-DT NCOA5 NCOR1 NDC80 NDRG3 NDUFA13 NDUFA2 NDUFA3 NDUFA9 NDUFAF8 NDUFB5 NDUFS2 NDUFS3 NDUFS7 NECAP1 NEK10 NELFA NFE2L1 NFIA NFKBIB NFYC NGDN NICN1 NLRP11 NOM1 NOP53 NOXO1 NR1H3 NR3C1 NRF1 NRSN2-AS1 NUBPL NUBPL-DT NUDCD3 NUDT3 NUMA1 NUP188 NUP35 NUP42 NUP62CL NXPH4 ODAD3 ODC1 ODC1-DT OLFML2A OR2I1P OSBPL11 OSCAR OSR2 OTOA OTUB1 OTUD5 OXA1L OXA1L-DT OXSR1 PABPN1 PACS2 PAGR1 PARVG PATL2 PCBP1-AS1 PCED1A PCF11 PCGF2 PCIF1 PCNX1 PDCD4 PDE4B PDE6D PDF PDHB PDXP PDXP-DT PER1 PEX1 PEX14 PEX16 PFDN4 PHB2 PHF8 PHGDH PHLDA1 PHLDA1-DT PI4K2A PICALM PIGU PIK3IP1 PIK3R3 PISD PJA2 PKM PKN2-AS1 PLA2G6 PLCXD2 PLGRKT PLK4 PLOD3 PLPBP PM20D2 PMPCA PNRC1 PNRC1-DT PNRC2 POGLUT1 POLD2 POLDIP3 POLR1C POLR3D PPCDC PPP1CC PPP1R10 PPP1R12B PPP1R21 PPP1R21-DT PPP1R3F PPP2R1B PPP2R5D PPP3R1 PPP4R1L PPP4R3A PPP6R1 PPRC1 PPT1 PRANCR PRDM10 PRDM10-DT PREPL PRKCSH PRKCZ PRKCZ-DT PRMT5 PRMT5-AS1 PRMT5-DT PRPSAP1 PRR14 PRSS2 PRUNE1 PSKH1 PSMA2 PSMA5 PSMB7 PSMB8 PSMB9 PSMC3 PSMC5 PSMD3 PSMD8 PTAR1 PTBP1 PTCD1 PTCD2 PTEN PTMA PTPA PTPN4 PTPRCAP PTRH1 PTRHD1 PUF60 PUM1 PYM1 QRICH1 QRSL1 QSOX2 QTRT1 QTRT2 RAB11A RAB22A RAB40B RAB40C RAB4B RAB4B-EGLN2 RAB6A RAB7A RABGGTB RACGAP1 RACK1 RAD1 RAD23A RAF1 RAP2A RBM12 RBM15 RBM15-AS1 RBM15B RBM23 RBM25 RBM28 RBM33 RBM33-DT RBM39 RBM42 RBM48 RBM5 RCAN1 RCC1L RCE1 RCL1 REC8 REV3L REXO1 RFX5 RHOF RILPL2 RIPOR1 RLF RMI1 RNA5SP283 RNF114 RNF169 RNF187 RNF220 RNU12 RNU5D-1 RNU7-1 RNU7-27P RNVU1-27 RNVU1-30 RPA2 RPAP1 RPF2 RPL12 RPL13A RPL35A RPL7L1 RPN1 RPRD2 RPS11 RPS27 RPS2P1 RPS6KA5 RPTOR RRM1 RRP15 RSBN1L RSF1 RSPH1 RSPH1-DT RTN4IP1 RUFY1 RUVBL1 RXRB S100A13 SAE1 SAMM50 SARAF SASS6 SBNO1 SBNO1-AS1 SCAF8 SCFD1 SCRIB SCYL3 SDCBP2-AS1 SDF4 SDHD SEC23IP SEC24C SEC62 SELENOS SENP2 SENP6 SEPTIN7 SEPTIN7-DT SEPTIN7P14 SEPTIN7P2 SERBP1 SERTAD1 SESN3 SETDB2 SFPQ SFSWAP SH3BP5L SHLD1 SHOC2 SIK3 SIRT1 SIRT2 SLBP SLC17A5 SLC25A12 SLC25A44 SLC25A46 SLC2A1 SLC2A1-DT SLC2A12 SLC39A7 SLC39A9 SLC43A2 SLC4A1AP SLC5A6 SLC7A7 SLC9A1 SLIRP SLMAP SLTM SLX4IP SMARCD2 SMG5 SMIM27 SMIM30 SMPD4 SMTN SNORD3A SNORD45C SNORD84 SNORD95 SNRPA SNRPF SNRPF-DT SNX1 SNX12 SNX13 SNX8 SON SOX12 SPAG7 SPCS2 SPHK2 SPNS1 SPPL2B SPRYD3 SPTLC1 SRCAP SREK1 SRP68 SRRM2 SRRM3 SRRT SRSF1 SRSF2 SRSF3 SRSF5 SRSF7 ST3GAL3 STAG2 STAG2-AS1 STAM STK10 STOML2 STRIP1 STRN4 SUGP1 SULT2B1 SUPT7L SUV39H2 SUV39H2-DT SWT1 SYBU SYNRG SYT7 SZRD1 TAB1 TAB3 TAF15 TAF3 TAF4 TAF6 TAF8 TANGO6 TANK-AS1 TAOK2 TAP1 TARDBP TAX1BP3 TBC1D14 TBC1D17 TBC1D2 TBC1D22B TBL3 TCAIM TCAM1P TCERG1 TCP11L1 TECPR2 TEPSIN TFCP2 THADA THAP2 THAP4 TIMM10 TIMM22 TIMM44 TIMM50 TIMM8B TJP3 TM2D1 TM2D3 TM9SF4 TMA16 TMED10 TMEM101 TMEM11 TMEM11-DT TMEM131 TMEM138 TMEM187 TMEM217 TMEM231 TMEM232 TMEM243 TMEM30A-DT TMEM39A TMEM79 TMEM94 TMX4 TMX4-AS1 TNFAIP8 TOE1 TOM1L2 TOMM22 TOMM22-DT TOMM40L TOP2B TOR1A TOR1B TOR2A TP53 TP53INP1 TPGS1 TPP1 TRA2B TRAF3IP2-AS1 TRAPPC2L TRAPPC6A TRIM14 TRIM26 TRIM69 TRIR TRMT12 TRMT13 TRMT1L TRUB1 TRUB2 TSC1 TSC22D1 TSEN34 TSPAN10 TSPYL1 TSPYL2 TSPYL4 TSR3 TSSK6 TTC16 TTC17 TTC31 TTC8 TTC9C TTLL11 TTLL3 TUBA1A TULP3 TVP23B TXNDC15 TXNL4B TXNRD2 TYK2 TYW5 UBA52 UBB UBC UBE2D3 UBE2D3-AS1 UBE2G1 UBE2L3 UBE2N UBE2V2 UBE3B UBIAD1 UBN2 UFC1 UFD1 UHRF1BP1L-DT UQCC2 UQCRH USE1 USF1 USP1 USP21 USP24 USP31 USP47 UTP20 UTY VAC14 VCP VCPKMT VPS16 VPS26BP1 VPS26C VPS35L VPS50 VPS53 WASHC4 WBP1 WBP1L WDR18 WDR48 WDR82 WDR90 WIPF2 WRAP53 WSB1 WWOX XKR6 XPO4 XPO6 XRCC1 XRRA1 XXYLT1 YARS2 YIPF3 YPEL2 YWHAE YWHAQ YWHAZ ZBED5 ZBED5-AS1 ZBED6 ZBTB11 ZBTB17 ZBTB40 ZC3H11A ZC3H4 ZC3H6 ZC3HC1 ZFAND4 ZFAT ZFC3H1 ZFP91 ZFP91-CNTF ZFX-AS1 ZFYVE26 ZMAT2 ZMYM5 ZNF143 ZNF175 ZNF185 ZNF20 ZNF207 ZNF253 ZNF268 ZNF273 ZNF295-AS1 ZNF41 ZNF429 ZNF432 ZNF484 ZNF487 ZNF490 ZNF507 ZNF556 ZNF574 ZNF584 ZNF585A ZNF585B ZNF613 ZNF614 ZNF615 ZNF649 ZNF672 ZNF688 ZNF689 ZNF70 ZNF747 ZNF747-DT ZNF764 ZNF791 ZNF793 ZNF793-AS1 ZNF81 ZNF821 ZNF830 ZNHIT1 ZPBP COBLL1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/COBLL1_TARGET_GENES AATF ADAM15 AHSA1 ANKH ANO10 AP3M2 ARSA ASH2L ATF7 ATP5MK ATRX BRSK2 BTF3-DT C1orf174 CALM1 CCDC136 CCL20 CELSR2 CHRD CNOT1 CNTNAP4 CSNK1E CWC25 CYC1 CYP4Z1 DPP9 DPYSL4 DSP EFCAB14 EIF3B ELAPOR1 ELF1 ENSG00000232995 EPB41L5 ERRFI1 ERRFI1-DT FAM76A FAM89B FBXO31 FBXO38 FBXO38-DT FIS1 FLVCR1 FRS2 GAPDH GCDH GGA1 HCP5 HERC3 HEXIM1 HOMER1 HSDL2-AS1 INCA1 IRGQ JRK KCNK15-AS1 KDM2A KICS2 KIF1C KMT2D KPTN KRR1 KRT18P68 LINC00612 LINC01968 LINC01992 LINC02109 MAN2C1 MAPK10-AS1 MAT2A MCF2 MEIS2 MIPOL1 MIR22HG MIR4638 MIR4727 MPP2 MROH6 NAPA-AS1 NDUFAF1 NOSIP NPRL3 NPTX1 NUF2 OACYLP OPTN PDCD11 PDLIM1 PITPNA PTGES2 PTGES2-AS1 PTPRG PYCR2 PZP RAB12 RALGPS2 RASA1 RC3H1 RCAN1 RCC2 RDH12 RGS5 RIC8A RN7SKP68 RN7SKP85 RN7SL93P RNF25 RPA2 RPL7P54 RPS11P1 RPS29P24 RPS3A RYR1 SDHAF3 SECTM1 SEMA3F SIAE SLC66A1 SMC2 SMPD4 SNORA14B SNX15 SPA17 SPRR3 SPTB SRRM5 SSU72 STK36 STXBP1 TAFA3 TBC1D8 TFEC TMBIM1 TNFSF13 TRIM41 TTLL2 UBE2V1 USP16 USP47 WDR83 WDR83OS ZFHX3-AS1 ZNF148 ZNF184 ZNF407 ZNF410 ZNF511 ZNF576 ZNF687 ZNF7 ZNG1E COIL_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/COIL_TARGET_GENES H2AC11 H2BC5 H2BC7 H3C10 H4C11 H4C12 RNU5E-1 WDR74 CREB3L2_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CREB3L2_TARGET_GENES ABCB8 ADAMTS7P4 ADPRHL1 ALKBH7 ANAPC13 AP2B1 ARID4A ARMH4 AURKB BBS4 BPGM BTG3-AS1 CAGE1 CASD1 CCDC59 CCDC66 CD164 CEP63 CFAP298 CFAP298-TCP10L CIC CLDN4 CNOT2 COPA COPZ1 CSTF3-DT CWC22 CWC27 DMAP1 DNM2 DSN1 DUT EFCAB6 EFCAB6-DT EIF2A EIF2AK3 EIF2AK3-DT EIF2B5 EIF2B5-DT EME1 ENSG00000261335 ENSG00000274015 FAM53C FKBP14 FLAD1 FNTB GFM2 GOLGB1 GOLT1B GUCD1 H2AC12 H2BC15 H4C5 HBP1 HIGD2A HMGCS1 HNRNPA1 IQCG IRGQ ISY1 ISY1-RAB43 KDM8 KIAA0586 LAPTM4A LAPTM4A-DT LINC01335 LNP1 LSM8 MAGOHB MAP3K14 MED8 METTL25 MIR4512 MIR638 MORF4L2 MORF4L2-AS1 MRPL17 MRPL27 MRPS27 NCSTN NME1 NME1-NME2 NOL6 NOP16 NR1D1 NSA2 PDCD10 PJA2 PLEKHA8 POC5 PPP2R5E PRANCR PRKAR1A PRKCI PSMA3-AS1 PTBP1 PTCD2 RACK1 RBM39 RECQL RFX1 RIOK1 RNA5SP146 RPA2 RPL27 RPL35A RPL37 RPL8 SEC23B SEC24C SERP1 SERPINI1 SF3A3 SLC52A3 SNORD95 SNRPD3 SP1 SPAG7 SPATA46 SPTLC2 SREK1IP1 SRRM5 SZT2 TARS1 TARS1-DT TBC1D8B TIMM9 TM9SF4 TOMM70 TRMT13 TTC1 TUBA1B TUBA1B-AS1 UFL1-AS1 WDR11 WDR11-DT WDR89 WRAP53 ZNF165 ZNF394 ZNF460 ZNF561 ZNF561-AS1 ZNF576 ZNF580 ZNF581 ZNF687 ZNF687-AS1 ZRANB2 ZRANB2-DT ZSWIM1 CREB3L4_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CREB3L4_TARGET_GENES AAAS AADACP1 AARS2 AASDH AATF ABHD11 ABI1 ACAA2 ACER2 ACKR2 ACOT11 ACP1 ACSL1 ACTR3B ACTR8 ADGRG6 ADK ADPGK AFF1 AFG3L2 AGA AGBL3 AGPAT1 AHCTF1 AHSA1 AIP AK6 AKAP8L AKR1C3 ALAD ALDH18A1 ALDH6A1 ALG10 ALG3 ALG8 ALS2 AMACR AMDHD1 AMN1 ANAPC1 ANKRD18A ANKRD31 ANP32B ANP32E AP2B1 AP5M1 APC APTR AREG ARGLU1 ARHGAP11A ARHGAP11A-DT ARHGAP11B-DT ARHGAP26 ARHGAP32 ARHGAP5 ARHGEF2 ARHGEF2-AS2 ARID1A ARL1 ARL4A ARPC4 ARPC4-TTLL3 ARPC5 ARRDC4 ASB8 ASH2L ASPH ASRGL1 ATAD3A ATAD3B ATF6 ATG101 ATG16L1 ATL2 ATP5F1A ATP5MC1 ATP5PB ATP6AP1L ATP6V1A ATP6V1D ATRAID ATXN2L AURKA AURKB B9D1 BAG6 BAP1 BAZ1B BAZ2A BAZ2B BCAR3 BCDIN3D BCKDHA BCL2L14 BCL2L15 BECN1 BET1L BIRC2 BLVRB BLZF1 BMAL1 BMPR1A BMT2 BNIP3L BPTF BRD2 BRIX1 BRK1 BSCL2 BTAF1 BTBD10 BTD BYSL BZW1 C11orf98 C12orf29 C12orf57 C12orf60 C1orf109 C1orf74 C2CD3 C2orf73 C2orf76 C3orf52 CA11 CA13 CACYBP CALM3 CAPG CAPN8 CAPZA2 CARD19 CARD8 CARS2 CASKIN2 CASP2 CASP6 CASP9 CATIP-AS1 CBFB CCDC103 CCDC122 CCDC134 CCDC18-AS1 CCDC183 CCDC186 CCDC25 CCDC38 CCDC7 CCDC86 CCN2 CCNA2 CCNB2 CCND2 CCNG1 CCNJL CCPG1 CCT4 CCT6A CCT7 CD164 CD24 CD55 CDC25C CDCA2 CDCA7 CDCA7L CDH11 CDK12 CDK2AP2 CDK4 CDK8 CDKN1B CENPN CENPO CENPP CENPX CEP164 CEP350 CEP95 CERNA3 CETN3 CFAP52 CFAP61 CFDP1 CHAC1 CHD1 CHD2 CHEK1 CHMP1A CIB1 CIRBP CISD3 CITED2 CLCN3 CLCN6 CLDN7 CLIP1 CLNS1A CLPTM1L CLTB CLTC CMC1 CMC2 CNGA1 CNIH1 CNOT1 CNOT9 CNPY2 CNPY3 COA6 COA6-AS1 COG4 COIL COL17A1 COL1A1 COMMD1 COMMD4 COMMD6 COMMD8 COPS2 COPS8 COPS8-DT COPZ1 COQ7 COQ7-DT COQ8B COX14 COX19 COX6B1 COX7A2L COX7C CPLANE1 CPSF4 CPT2 CR2 CREBZF CRELD1 CRKL CRNKL1 CRTAP CRYZL1 CSAD CSF1 CSNK2A1 CSNK2A2 CSNK2B CSTF1 CTDNEP1 CTNNA1 CTNS CTSH CUEDC2 CYB5A CYP26B1 CYP2J2 CYP2S1 CYSRT1 CYTIP DBI DBNL DCAF17 DCAF7 DCP1A DCUN1D3 DCXR DCXR-DT DDX17 DDX18 DDX23 DDX41 DDX5 DDX50 DDX54 DDX59 DDX6 DENR DEPDC4 DEPDC5 DERL2 DERL3 DET1 DGAT2 DGCR8 DGKA DHDDS DHFR DHFR2 DHPS DIAPH1 DICER1 DICER1-AS1 DIP2B DIS3L2 DIXDC1 DMAC2L DMAP1 DMXL2 DNAAF5 DNAJA2 DNAJA2-DT DNAJC16 DNAJC2 DNMT1 DNTTIP1 DOCK5 DOHH DPH2 DPH3 DPM2 DRAIC DRC3 DRG2 DSG1-AS1 DST DUSP10 DUSP19 DUSP3 DYNLT1 DYRK3 EAPP EBAG9 ECE1 ECE2 ECSIT EDC3 EDRF1-DT EED EEF1A1 EEF1A1-AS1 EEF1AKMT1 EFCAB14 EFCAB2 EFL1 EFTUD2 EGLN2 EID2B EIF2S1 EIF3B EIF3E EIF3H EIF4A2 EIF4EBP1 EIF4ENIF1 EIF6 ELMOD3 ELP3 ELP5 EMC10 EMG1 ENO1 ENPP3 ENPP4 ENSG00000170846 ENSG00000187951 ENSG00000200288 ENSG00000223446 ENSG00000226097 ENSG00000265246 ENSG00000268650 ENSG00000282904 ENTPD1-AS1 EPCAM EPS8L3 ERC1 ERCC5 ERI2 ERV3-1 ERVK3-1 ESRP1 ESRP2 ESYT1 ETFBKMT EVI5L EXOC5 EXOSC5 EZH2 FAM117B FAM118B FAM120AOS FAM135A FAM187A FAM200A FAM201A FAM210A FAM47E FAM53C FAM83C-AS1 FANCC FBXL20 FBXO15 FBXO16 FBXO28 FBXO38 FBXO38-DT FBXO8 FDPS FEM1B FERMT1 FGD5-AS1 FGD6 FHL1P1 FIP1L1 FKBP2 FLAD1 FLYWCH1 FLYWCH2 FNDC3A FNDC3B FNTB FOSL1 FOXA2 FOXN2 FOXP2 FOXP4 FOXP4-AS1 FPGT FPGT-TNNI3K FTO FUT11 FUT4 FUZ G3BP2 GALNT10 GALNT7 GAPVD1 GARIN5A GAS5 GAS5-AS1 GATAD2B GBF1 GCDH GCFC2 GCN1 GCNT3 GDAP1 GDF9 GEMIN2 GEMIN8 GFI1 GFM1 GGA2 GHET1 GINS1 GINS4 GLCE GLG1 GLO1 GLUL GLYCTK GNG5 GOLGA3 GOLGA5 GOLGA7 GOT1 GOT1-DT GOT2 GPAM GPANK1 GPATCH2 GPBP1L1 GPR155 GPR155-DT GPR161 GPRC5A GRAMD2B GRHL3 GRHL3-AS1 GRHPR GRK4 GSK3B GSK3B-DT GTF2A1 GTF2F1 GTF3C4 GUK1 GULP1 GUSB GZF1 H2AC11 H2AC12 H2AC14 H2AC8 H2AJ H2AZ2 H2AZ2-DT H2BC11 H2BC14 H2BC8 H2BC9 H3-3B H3C10 H3C12 H4C13 HACD3 HACL1 HADH HAT1 HAUS2 HAUS6 HAX1 HBP1 HDDC3 HECTD4 HELQ HERC1 HERC4 HIF1AN HIGD1A HIRA HMGN4 HMGXB3 HNRNPA3 HNRNPC HNRNPK HOMER1 HOXA1 HOXB-AS3 HOXB3 HOXC-AS2 HPF1 HS1BP3 HSD17B12 HSP90B1 HSPBAP1 HSPD1 HSPE1 HSPE1-MOB4 HTATIP2 HTATSF1P2 IBTK ID2 ID2-AS1 IDE IER3 IFT57P1 IFT74 IL6R ILF2 INAVA INKA2 INO80 INTS2 IQANK1 IRAK4 IRF1-AS1 IRF2BP1 IRGQ ISCA1 ISG15 ISOC1 ITGA6 ITK ITPKA ITPRID2 ITPRIP ITSN1 JMJD1C JMY KANSL1 KAT5 KAZALD1 KBTBD4 KCNAB2 KCTD21 KCTD7 KCTD9 KDM2B KDM2B-DT KDM4A KDM4B KIAA1217 KIF27 KIF2C KIF3A KIF9 KITLG KLC2 KLF5 KLHDC10 KLHDC2 KLHL18 KMT5A KNSTRN KPNA3 KRT8 L2HGDH LACC1 LARS1 LAS1L LCA5 LCORL LEAP2 LGR4 LIMD1-AS1 LIN52 LINC-PINT LINC00910 LINC00963 LINC01003 LINC01089 LINC01144 LINC01588 LINC01635 LINC01719 LINC01763 LINC02253 LINC02331 LINC02361 LINC02405 LINC02482 LINC02609 LINC02756 LINC02924 LINC03014 LINC03015 LIPE LIPE-AS1 LLGL2 LMNB1 LMNB1-DT LMO7 LMTK2 LOC101929566 LOC124900291 LOC124901296 LOXL3 LRPPRC LRRC14 LRRC28 LRRC40 LRRC45 LRRC57 LRRC66 LRRIQ3 LSG1 LTBP1 LTBP3 LY75 LY75-CD302 LYRM1 MAD2L1-DT MAGEF1 MAIP1 MAL2 MAN1B1 MAN1B1-DT MAN2A1 MAN2A1-DT MAN2C1 MAP1A MAP3K6 MAP4K2 MAP4K3 MAPK14 MARCHF3 MARCHF7 MAST4 MAST4-AS1 MATCAP2 MATR3 MAZ MBD1 MBNL1 MBTPS1 MBTPS1-DT MCM5 MCM6 MCRIP2 MED1 MED15 MED20 MED22 MED23 MED26 MEST MET METTL16 METTL26 METTL3 METTL8 MFSD11 MFSD4B MFSD4B-DT MFSD5 MGAT2 MGST3 MIA2 MIA2-AS1 MIF4GD MIF4GD-DT MINDY2 MINDY2-DT MIR194-2HG MIR4521 MIR4664 MIR6790 MIS12 MIS18BP1 MLEC MMAB MNS1 MPC1 MPHOSPH9 MRFAP1 MRPL39 MRPL40 MRPL51 MRPL52 MRPL9 MRPS15 MRPS18C MRPS23 MRPS30 MRPS30-DT MRPS31 MRPS31P4 MSANTD4 MSH3 MSI2 MSMO1 MTERF4 MTHFD1 MTHFD2 MTHFR MTIF2 MTMR12 MTRFR MUC1 MUC13 MVD MVK MXI1 MYBPC1 MYG1 MYO1D N4BP2L2 NAA50 NAALADL2 NAB1 NAGK NANS NASP NAXE NBAS NCEH1 NCL NCOA4 NDUFAF4 NDUFAF4P1 NDUFAF8 NDUFB4 NDUFC2 NDUFC2-KCTD14 NDUFS2 NDUFS3 NDUFS4 NDUFV2 NEAT1 NEDD1 NEDD4 NEK2 NELFA NEMP1 NET1 NFE2L2 NFE2L3 NFKBIZ NFX1 NGDN NIPA1 NIPAL1 NKIRAS1 NKIRAS2 NKTR NLK NLN NME7 NOL11 NOL8 NOP14 NOS2 NOX1 NPC1 NPM3 NR2C2 NRN1 NSUN3 NUB1 NUDC NUDT16 NUDT16-DT NUMB NUP35 NUP85 NUP93 NUP93-DT NUSAP1 NUTF2 NXT1 OAT OAZ2 OAZ3 ODF3B OIP5 OLMALINC OSBP OSBPL10 OSBPL3 OSER1 OSER1-DT OXA1L OXA1L-DT P4HB PAFAH1B1 PAFAH2 PAK6 PARN PARP16 PARP2 PAXBP1 PAXIP1 PBLD PCBP2 PCF11 PCGF1 PCGF6 PCNA PCSK9 PDE6D PDE7A PDE7A-DT PDHB PDK1 PDSS2 PDXDC1 PDXP PDXP-DT PEF1 PEF1-AS1 PELP1 PELP1-DT PER1 PEX16 PFDN4 PGP PGRMC2 PHAX PHB2 PHF7 PHKB PHLDA1 PHLDA1-AS1 PHLDA1-DT PHPT1 PHYKPL PI4K2A PICK1 PIERCE2 PIGG PIGO PIK3C2B PIM1 PIMREG PINX1 PINX1-DT PITPNB PIWIL4 PKM PKNOX1 PKP4 PLA2G6 PLAA PLBD1 PLEKHA8P1 PLEKHG2 PLEKHJ1 PLK3 PLPP6 PLXDC1 PMEL PMVK PNPLA6 PNPLA8 POLD2 POLH POLR2D POMP POP5 POT1 POT1-AS1 PP7080 PPA1 PPAN PPAN-P2RY11 PPIA PPIB PPIC PPIL2 PPIL4 PPM1D PPME1 PPP1R37 PPP2R3B PPP5D1P PPP6R1 PRADC1 PRCC PRCP PRELID2 PRH1 PRKAG1 PRLR PRMT2 PRMT7 PROS1 PRPF19 PRPF19-DT PRPF8 PRR13 PRR15L PRR4 PRR5L PRR7 PRR7-AS1 PSD3 PSMA5 PSMB10 PSMB7 PSMC2 PSMC4 PSMD3 PSMD6 PSMD8 PSME3 PSMF1 PSMG4 PSPH PTBP1 PTCD1 PTEN PTGER4 PTGES2 PTGES2-AS1 PTMA PTOV1 PTPN4 PTPRK PTPRO PTRH2 PTRHD1 PUM1 PUS1 PUS1-AS1 PUS7L PWWP2A PYM1 QRSL1 R3HCC1L R3HDM1 R3HDM2 RAB10 RAB14 RAB21 RAB37 RAB3A RAB4B RAB4B-EGLN2 RAB5A RAB5B RAB5IF RABEPK RABGAP1 RABGAP1L RABGAP1L-DT RABGEF1 RACK1 RAD1 RAD17 RAD51 RAD51-AS1 RAD52 RAD54B RALB RANBP2 RASA1 RASSF6 RBIS RBM22 RBM4 RBM47 RBSN RC3H1 RCCD1 RDH10 REPIN1 REPS1 RESF1 REXO4 REXO5 RFC5 RGL1 RGS17P1 RHBDD1 RHOA RHOC RHOF RIC8A RIGI RIOK1 RIOX1 RIPK1 RITA1 RMI1 RN7SKP134 RN7SKP192 RN7SL181P RN7SL346P RNA5SP146 RNASEH1 RNF145 RNF207 RNF207-AS1 RNF212B RNF32 RNF32-DT RNF44 RNF5 RNFT2 RNMT RNU1-117P RNU2-17P RNU2-2P RNU5E-6P RNU6-1301P RNU6-2 RNU6-502P RNU6-952P RNVU1-2 RNVU1-6 RNY1 RNY3 RNY4 ROCK2 RPGRIP1L RPL10 RPL10A RPL15 RPL17 RPL17-C18orf32 RPL21 RPL24 RPL27 RPL3 RPL35AP13 RPL36AL RPL7 RPL7A RPP38 RPPH1 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS29P16 RPS3 RPUSD4 RRBP1 RRM1 RRM2 RSBN1L RTN4 RTN4IP1 RTRAF RTTN RUFY1 S100A16 SACM1L SAE1 SAMM50 SAP30L SAP30L-AS1 SAR1B SARAF SAV1 SAXO2 SCAMP5 SCAPER SCARNA17 SCLY SCOC SCP2 SDE2 SDHAF1 SDHC SEC62 SECISBP2L SELENOK SET SETD1B SETD6 SETD9 SETDB1 SF3A2 SF3B1 SF3B3 SF3B6 SFI1 SFPQ SFXN5 SGSM2 SH2D6 SH3BGRL3 SH3D19 SH3RF2 SH3YL1 SHPK SIPA1L1 SIPA1L1-AS1 SKA3 SKIC8 SLC12A6 SLC12A9 SLC16A6 SLC18B1 SLC25A36 SLC25A42 SLC25A46 SLC35A3 SLC35B1 SLC35E3 SLC36A1 SLC38A9 SLC39A8 SLC41A2 SLC49A4 SLC50A1 SLC52A3 SLC5A2 SLC5A6 SLC66A3 SLC7A11 SLC7A6OS SLC7A7 SLC9A3-AS1 SLCO2B1 SMAD3-AS1 SMARCA2 SMARCA4 SMARCAD1 SMARCAD1-DT SMARCAL1 SMARCE1 SMG1 SMG1-DT SMIM14 SMIM31 SNAI3-AS1 SNHG15 SNHG21 SNHG22 SNHG29 SNHG8 SNHG9 SNORA24 SNORA73A SNORA74D SNORA78 SNORD110 SNORD15A SNORD16 SNORD18A SNORD43 SNORD49A SNORD49B SNORD54 SNORD58B SNORD95 SNRNP70 SNX11 SNX12 SNX13 SNX8 SP1 SP2 SP2-DT SPATA17 SPCS3-AS1 SPNS1 SPRED2 SPRING1 SPRY1 SPRY4 SPTBN4 SQSTM1 SRA1 SRD5A3-AS1 SREK1 SRP54 SRP54-AS1 SRRM5 SRRT SRSF11 SRSF2 SRSF6 SSBP2 SSU72 ST7 ST7-AS1 ST7-OT4 ST7L STAT1 STAT3 STK3 STOML2 STRN3 STX12 STX19 STX8 STXBP5-AS1 SUPT4H1 SURF6 SYVN1 SZRD1 TADA3 TAF9 TAFA2 TAS2R14 TBC1D14 TBC1D22A TBCCD1 TBL1XR1 TBX3 TBX6 TCERG1 TCF3 TCTA TEPSIN TEX30 TFB1M TGIF1 THAP6 THBS4 THEM4 THRAP3 THRB-AS1 TICAM1 TIGD6 TIMM10 TIMM21 TIMM22 TIMM44 TIPIN TM2D3 TM7SF3 TM9SF1 TM9SF4 TMC1 TMCC1 TMED5 TMEM106C TMEM115 TMEM14B TMEM14B-DT TMEM165 TMEM167B TMEM167B-DT TMEM209 TMEM222 TMEM232 TMEM259 TMEM267 TMEM65 TMEM69 TMEM87B TMPO TNFSF9 TNPO3 TNRC18 TNRC6A TOM1L2 TP53BP1 TPGS1 TPI1P2 TRA2A TRA2B TRAF4 TRIB1 TRIM31 TRIM52 TRIM52-AS1 TRIO TSEN54 TSN TSPAN1 TSPAN12 TSR1 TTC1 TTC23 TTC28-AS1 TTC41P TTC5 TTC8 TTF2 TUBGCP5 TXLNA TYMS TYW5 UBE2C UBE2I UBE2V1 UBE3D UBIAD1 UBL3 UBN2 UBR5 UCHL3 UGP2 ULBP3 ULK3 UNC13D UNC93B1 UNK UQCRQ USE1 USP1 USP12 USP12-DT USP15 USP21 USP30 USP34 USP35 USP37 USP38 USP45 USP53 USP54 UTP23 UTP3 VIPAS39 VMP1 VOPP1 VPS18 VPS28 VPS33B VPS33B-DT VPS45 VPS52 VPS9D1 VSIG10 VTA1 VWA8 WBP1 WBP11 WDR35 WDR35-DT WDR55 WDR62 WDR73 WDR74 WDR77 WDR82 WFDC3 WHRN WNK1 WWP2 XPO5 XPOT XRCC4 XRCC5 XXYLT1 YBX1 YEATS4 YIPF1 YJU2B YTHDC2 YWHAQ ZBED5 ZBED5-AS1 ZBTB10 ZBTB11 ZBTB14 ZBTB20 ZBTB43 ZBTB45 ZC3H10 ZC3H15 ZC3H18 ZC3H4 ZC3H7A ZCCHC8 ZDHHC17 ZDHHC5 ZDHHC8BP ZEB2 ZFAND3 ZFP36 ZFP36L1 ZFP64 ZFP90 ZFYVE26 ZKSCAN1 ZNF117 ZNF131 ZNF181 ZNF23 ZNF276 ZNF282 ZNF317 ZNF322 ZNF343 ZNF384 ZNF391 ZNF394 ZNF425 ZNF555 ZNF564 ZNF576 ZNF616 ZNF628 ZNF639 ZNF646 ZNF668 ZNF688 ZNF689 ZNF721 ZNF740 ZNF747-DT ZNF77 ZNF785 ZNF79 ZNF860 ZNHIT6 ZRANB3 ZSWIM4 ZWINT ZZZ3 CREB3_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CREB3_TARGET_GENES ABCA17P ABCA3 ABCA5 ABHD14A-ACY1 ABHD14B ACACA ACBD5 ACTR3C ADCK2 ADGRV1 AGPS AHI1 AKT2 ALDH5A1 ALG1L13P AMBRA1 ANKRD13A ANKRD13D ANKRD65 ANKS6 ANKZF1 AP1G1 AP3B2 APAF1 ARFGAP3 ARID4A ARMCX6 ARMH4 ASAP3 ASPH ASPSCR1 ATF7IP2 ATG9A B3GAT3P1 B3GNT5 BAIAP2 BANCR BANF1 BARHL1 BAZ2B-AS1 BCAS2 BCAT1 BMAL1 BOD1 BRWD1 BRWD1-AS2 BTBD19 BTF3 C11orf21 C19orf38 C1orf159 C1orf174 C1orf74 C2CD2L C2orf49 C2orf49-DT C2orf73 C3orf38 C4orf47 CA12 CALCOCO1 CALCRL-AS1 CALM3 CAMKMT CAPN15 CARD8 CARD8-AS1 CAST CCAR1 CCAR2 CCDC112 CCDC124 CCDC136 CCDC137 CCDC88A CCNI CCZ1B CCZ1P1 CDC16 CDCA3 CDH23 CEP95 CERNA3 CGGBP1 CHD2 CHD4 CHEK1 CHFR CHFR-DT CHMP3 CHRNB1 CLIC4P2 CLN5 CLPB CLPX CMTM3 CNDP2 COL4A2 COPS6 CPEB4 CPNE2 CRYBG2 CSNK1E CTCFL CTDP1 CTDP1-DT CTSF CUL4A CUL5 CXXC1 CYB5R4 DDR1 DDX23 DHRSX DHX40 DHX58 DIAPH1 DIAPH1-AS1 DNA2 DNAJA2 DNAJA2-DT DOLPP1 DPAGT1 DYNLT4 EBLN3P EFCAB14 EGLN2 EGOT EHD4 EIF1AD EIF3B EMC10 ENDOV ENOPH1 ENSG00000206898 ENSG00000213963 ENSG00000231119 ENTPD1-AS1 EOGT ERI1 EZR F2RL3 FAM81B FBXL19 FBXW11 FCSK FEM1A FIZ1 FKBP2 FKBP5 FNBP1P1 FNBP4 FTH1 FUZ FYN GABPB2 GAREM2 GARIN5A GDAP1 GLB1L2 GLRA1 GLTC1 GNG4 GNL3L GPR158 GSDMC GTF2A1 GTF2H4 GTF2IRD1 H3-3B HACD2 HADHBP1 HES4 HID1 HM13 HNRNPA0 HNRNPC HNRNPDL HOXB-AS1 HOXB2 HSF2BP HTR5A IFI16 IFI27 IFT74 IFTAP IKBIP IKBKB-DT IL5RA IMPACT IPP IQCK ISG15 JMJD6 KAT5 KAT6A KCNAB1 KCTD21-AS1 KHSRP KIF2C LAMTOR1 LDAH LDHA LEMD2 LEPROTL1 LHFPL4 LILRP1 LINC00235 LINC00824 LINC00885 LINC01215 LINC01257 LINC01347 LINC01732 LINC02252 LINC02608 LINC02934 LINC02985 LINC03016 LNCATV LOC101929566 LRRC28 LRRC41 LRRC61 LSM10 LYN MACROH2A1 MAG MAGOH MAGOH-DT MAK16 MAML3 MAN1C1 MAPK8IP2 MAZ MBNL1-AS1 MDH1 MED24 MED25 MEF2C MEF2C-AS1 METTL3 MFSD14CP MGME1 MIER1 MIR3124 MIR4766 MIR7-3 MIR7-3HG MKS1 MLST8 MLXIP MPND MR1 MRPL3 MRPS21 MTF2 MTMR9 MTX3 MUC20-OT1 MYL4 MYLK-AS1 MYO15A NADK NADK2 NAGLU NAIF1 NAPEPLD NBPF11 NBPF12 NDC1 NDUFS8 NELFA NELFE NEUROD4 NFE2L2 NFIA-AS1 NIFKP7 NINJ2 NOD2 NOSIP NPRL3 NR3C1 NSMCE1-DT NSUN4 NTPCR NUDCD3 NUDT18 NUMA1 OAZ1 OPLAH OR8F1P ORMDL3 OSBP OSBPL8 OSTM1 P4HB PABPN1 PANK4 PCBP1-AS1 PCBP4 PCCB PCID2 PCK1 PCMT1 PCSK6 PDE12 PDE4A PEDS1 PEDS1-UBE2V1 PEMT PGM5P4 PGP PHF8 PIGL PIGZ PKD1L2 PKN1 PLAA PLEKHF2 PMS2CL POGZ POLR2J3 PPFIA4 PPID PPIH PPP1R3D PPP4R1L PPP5D1P PPT1 PREPL PRICKLE3 PRKACA PRPSAP1 PRXL2B PSMA3-AS1 PSME2P3 PTBP1 PTOV1 PYCR1 RAD9B RALGDS RBAK RBAK-RBAKDN RBBP4 RBL1 RBM14 REEP3 RENBP REXO4 RFC1 RFC4 RFX1 RFX3 RFX3-DT RGS20 RHNO1 RHPN2 RIN3 RMI2 RNA5SP478 RNA5SP60 RNF213-AS1 RNU1-108P RNU5F-1 RNU6-1227P RNU6-194P RNU6-761P RNU6-951P RNVU1-15 RPF1 RPL10P7 RPL23AP53 RPL29P20 RPS14 RPS20 RPS27 RRP1B SAMD9L SCAND3 SCGN SCYL3 SEC14L1 SEC24C SEL1L3 SFT2D2 SFXN3 SGTA SH2D6 SH3BP5L SH3GLB1 SHLD1 SHROOM1 SIGLEC6 SKAP2 SKIC2 SLC25A6 SLC30A5 SLC34A1 SLC39A3 SLC8B1 SLMAP SMIM20 SNAP25-AS1 SNHG20 SNHG32 SNORD3J SNORD48 SNORD54 SNX12 SNX5 SNX9 SPATS2 SPG11 SPHK1 SPTLC1 SSBP4 SSC4D ST3GAL2 STAP2 STRIP1 STX5 STX5-DT STXBP5-AS1 SUCLG1 SURF6 SUSD1 SVOP SYF2 SYNGR3 TARBP1 TARBP2 TASOR TASOR2 TBCD TBX6 TCERG1 TEX45 THBS4 THUMPD3 TIMM50 TKT TM9SF4 TMED1 TMEM11 TMEM11-DT TMEM14B TMEM165 TMEM181 TMEM241 TMEM9 TOR3A TPGS1 TPH2 TPRKB TPTEP1 TRIP6 TRMT12 TRNAU1AP TRNT1 TSSK3 TTC23 TTC33 TULP2 TULP3 UBA5 UBALD2 UBE2B UBE2D2 UBE2O UBE3C UBR3 UFSP2 UQCRH USF1 USP32 USP9X UTP11 VARS2 VASP VDAC2 VILL VMP1 VPS29 VTI1B WBP1L WDPCP WDR73 WDSUB1 WIPF1 WSB1 XIST ZBTB8OS ZCCHC7 ZFP37 ZFYVE1 ZFYVE27 ZMYND8 ZNF175 ZNF280C ZNF280D ZNF484 ZNF524 ZNF561 ZNF561-AS1 ZNF596 ZNF644 ZNF649 ZNF688 ZNF747-DT ZNF79 ZNF8 ZNF8-ERVK3-1 ZNF805 ZNF821 ZSCAN31 CREBL2_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CREBL2_TARGET_GENES ATP5MFP6 FCRL1 FGD3 FLJ40288 LINC01119 LINC02251 LRRC27 MTFR1L RASGRF2 SCNN1A SGK2 CSHL1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CSHL1_TARGET_GENES ADGRL2 ADHFE1 ADNP AEBP2 AIMP2 ALDH3B2 ALG11 ANAPC7 ANKRD18B ANO2 ANO8 APEX1 ARAP2 AREL1 ARFRP1 ARHGEF2 ARID4B ARSK ATP6V1A ATP7B BCL10 BCL10-AS1 BLOC1S4 BMP1 BORCS7 BORCS7-ASMT C14orf28 C21orf62-AS1 CCDC102B CCDC107 CCN2 CDK6 CDK6-AS1 CDK8 CEACAM19 CFAP97 CLHC1 COG7 CYP3A5 DARS1 DAW1 DBR1 DCC DCPS DCTN1 DDX39B DDX39B-AS1 DERA DHX33 DHX33-DT DLG2-AS2 DLL4 DNASE1L3 DOCK9 EGFR EIF3F ELMOD1 ELP4 ENSG00000188897 ENSG00000214650 ENSG00000267882 ENTPD6 ENY2 EPAS1 ERI1 ERVK3-1 FADS1 FAM182B FAM98B FAP FCF1 FKTN FKTN-AS1 FLG-AS1 FLOT1 FOXP4 GGPS1 GNAI1 GNAI2 GRHL2 GSTA4 GTF2H4 GTF3C3 GTPBP3 H2AC25 H2BC26 HAS3 HERC3 HES1 HES4 HEY1 HLTF-AS1 HM13 HOOK2 HRH1 IER3-AS1 IFT88 IGF2BP2-AS1 IL15 IMMP1L INTU ISG15 ISYNA1 KDM4A-AS1 KRT14 KRT17 LCLAT1 LINC00511 LINC01186 LINC01354 LINC01415 LINC01560 LINC01607 LINC01615 LINC02028 LINC02098 LINC02579 MAGT1 MBP METTL3 MFAP2 MGRN1 MIR4425 MIR5188 MTRF1L MYH9 NAA40 NACA NAPG NCAPD2 NCK2 NCS1 NDUFA12 NECTIN4 NGLY1 NHLRC3 NOP53 NUDCD1 OLMALINC OPA3 OSGEP OXR1 OXSM PANK1 PANK1-AS1 PARGP1 PARP2 PAXBP1 PCF11 PLAU PLEKHB2 PLEKHG2 PMS2 PMS2P4 POLA1 POLG POLG-DT POLR1F POM121 PPIH PPP1R15A PRKAG2 PRKAG2-AS1 PROSER1 PRR15 PRR15-DT PSME2P3 PTK2 PYURF RAP2B RARA RASIP1 RBBP8NL RBPJ RECQL5 RND3 RNF168 RNU2-2P RNY4 RPL14P6 RPL23A RPPH1 RPS12 RPS26P29 RPS27A SAP30BP SEC31A SF3B2 SFTA1P SH3TC1 SHANK2 SKIC3 SLC1A4 SLC39A13 SLC50A1 SLC9A2 SMURF2P1 SNORD101 SNORD42B SNX25 SP110 SPHK1 SPRR5 SPRY4 SPRY4-AS1 SPTLC2 SSBP1 STAG3L4 STRN4 SUSD1 TAF3 TASOR2 TCF7 TDGF1P2 THAP9-AS1 TIAM1 TIAM1-AS1 TIGD2 TIMM23 TIPARP TMEM109 TMX3 TNKS1BP1 TNPO2 TNRC18 TRIM5 TSPAN1 TSR2 TTC28-AS1 UBC UBQLN1 UQCRC2 URGCP VARS2 VPS53 WDR11 WDR74 WEE2-AS1 YJU2 ZC3H15 ZFAND5 ZGPAT ZNF155 ZNF19 ZNF256 ZNF274 ZNF41 ZNF567 ZNF567-DT CTR9_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CTR9_TARGET_GENES ABCA7 ALAS1 AMD1 BAG6 BAZ1A BOLA1 BRIP1 CCNL1 CHASERR CSDE1 DAPK3 EDEM1 EFEMP2 ERCC3 ERICH2-DT EYS FBXL5 GAS5 H2AC6 H2BC21 HNRNPC HNRNPU IQCN LOC124900421 LRRC59 MIR4530 MIR5695 MIRLET7BHG MTFR2 MYADM-AS2 MYL6 NOP14-AS1 PABPC1 PDCD6IPP2 PGK1 POMT1 PRKAG1 RBM39 RNA5S17 RNU6-1 RPL41 RPL9 RPS15AP11 SCAT8 SCG5 SFPQ SLPI SNORA3B SNX22 SOX9-AS1 SRSF7 SYCE2 TAPT1 TCERG1 TLDC2 TLR5 TMEM138 TPM4 TPT1 TRA2B TRHDE-AS1 VEZF1 VNN3P XXYLT1 YWHAZ ZDHHC8 ZEB2 ZNF207 ZNHIT2 CUX1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CUX1_TARGET_GENES AARS2 ABCB8 ABCC5-AS1 ABCD4 ABCG1 ABCG2 ABHD16A ABHD2 ACBD4 ACBD5 ACSS3 ACTL6A ACYP2 ADARB1 ADGRB3 ADGRB3-DT ADGRF1 ADGRF4 AGPAT1 AGR2 AHCYL2 AHI1 AIP AKAP1 AKR1E2 ALDH1A2 ALDH3A2 ALDH3B2 ALOXE3 AMMECR1 ANAPC10 ANKHD1 ANKHD1-DT ANKHD1-EIF4EBP3 ANKRD13A ANKRD34A ANO6 ANXA7 AP1M1 AP1M2 AP3M2 AP3S2 AP5M1 APOC1 APOOL ARAP1 ARFGEF2 ARHGAP32 ARHGEF28 ARHGEF37 ARID4A ARID5B ARL14EPP1 ARMH4 ARMT1 ARPC5 ARRDC3 ASAH2B ASB3 ASB8 ASH2L ASMTL ASNSD1 ATF1 ATF7IP ATF7IP2 ATG101 ATG12 ATG13 ATG4B ATG5 ATMIN ATP10B ATP5MC1 ATP6V1G2 ATP6V1G2-DDX39B ATPAF1 ATPSCKMT ATXN7L3B AURKA BABAM1 BAHCC1 BAIAP2L1 BATF BAZ2A BBOX1-AS1 BCAS4 BCKDHA BETALINC1 BICDL1 BLOC1S2 BLOC1S6 BLTP1 BMAL1 BMF BNIP2 BOD1L1 BRD8 BRI3BP BRINP3 BRINP3-DT BTN3A2 BTNL8 BUB1B C11orf21 C12orf76 C19orf38 C1QA C2CD3 C2CD5 C4orf46 C4orf47 CA1 CAB39L CABIN1 CACNA1A CAPN8 CAPS2 CARD8-AS1 CARF CASC11 CCDC124 CCDC137 CCDC159 CCDC186 CCDC88C CCN2 CCNP CCNQ CCT5 CCT7P2 CCT8 CD36 CDC73 CDH11 CDK2AP1 CDV3 CEACAM19 CEBPG CENPN-AS1 CEP112 CEP152 CEP290 CEP350 CEP78 CFLAR-AS1 CHCHD3P1 CHCHD5 CHD6 CHD9NB CIAO2A CIDEB CISTR CLCN3 CLIP1 CLIP4 CLK3 CLK4 CLN8 CLNK CLPX CLSTN3 CLTC CMTM3 CNOT1 CNOT6L CNPY1 COG3 COG7 COG8 COL17A1 COL4A2 COMMD2 COPB2 COPE COPS4 COQ8B COX15 COX16 COX17 COX7C CPED1 CPNE2 CRADD CREB1 CREB3L1 CRLF2 CRPPA-AS1 CRYGS CSNK1A1 CSNK1G1 CSTF1 CUTC CUX1 CXXC1 CYP2B7P DACT3 DACT3-AS1 DAGLB DARS1-AS1 DBTP1 DCC DCTN1 DDX49 DEDD DET1 DHRS4-AS1 DHRSX DIXDC1 DLGAP1-AS2 DLX2 DMAP1 DNAH7 DNAJB2 DNAJC1 DNAJC16 DOLPP1 DOP1A DRAIC DRG1 DTNA DTWD1 DTX4 DUSP6 DYNC2H1 EDEM2 EFCAB14-AS1 EFL1 EFTUD2 EGR2 EHD4 EIF2AK2 EIF2B1 EIF4E EIF4G3 ELK2AP ELP3 EML6 EN1 ENO3 ENSG00000200999 ENSG00000222095 ENSG00000230615 ENSG00000254363 ENSG00000255314 ENSG00000270571 EOGT EPB41L4B EPHA7 ERAP1 ERCC2 ERGIC1 ERLEC1 ESR1 ETFDH EVI5L EXOGP1 EXOSC5 EXOSC8 EXPH5 EXTL3 EYA3 FABP5 FAM111A FAM114A2 FAM13A FAM217B FAM227B FAM3B FAM47E FARP2 FAXDC2 FBRS FBXL18 FBXO24 FBXO34 FBXO34-AS1 FBXO46 FCHSD1 FDX2 FEZ2 FMC1 FMC1-LUC7L2 FMO1 FNBP4 FNIP2 FOXJ3 FOXN3-AS1 FREM2 FREM2-AS1 FSTL4 FTCDNL1 FTSJ1 FXYD6-AS1 GALNT2 GARRE1 GATA3 GATA3-AS1 GBE1 GCDH GCN1 GCNT3 GDE1 GFM2 GHET1 GIRGL GLIPR1L2 GMDS GNG4 GOLT1B GPBP1L1 GPCPD1 GPX2 GREB1 GRPEL2 GSE1 GSTA4 GSTP1 GTF2B GTF2H3 GUSBP1 GUSBP2 GXYLT1 H2BC15 HABP2 HACD2 HARBI1 HAUS5 HAUS5-DT HAVCR2 HCG20 HDAC8 HEXIM2 HEXIM2-AS1 HM13 HMGB1 HNF4A HNRNPA1P42 HNRNPA3 HOXA-AS3 HOXB7 HRG-AS1 HSD17B2 HSDL1 HSPD1 HSPH1 IBTK ICE2 ID2 ID2-AS1 IFI16 IFRD1 IFT46 IGLV3-32 IKBKB-DT IKZF2 IL1R1 ILF2 IMPDH1 INO80 INO80B INO80B-WBP1 INSM2 INTS13 INTS14 INTS8 IQCG ISCA2P1 ISY1 ISY1-RAB43 ITFG2 ITFG2-AS1 ITPKC JPT1 JTB JTB-DT KALRN KAT5 KATNB1 KBTBD2 KCNJ15 KCNS2 KCTD3 KDM5A KDM8 KIAA0319 KIAA0513 KIAA1217 KIAA2026 KIF20A KIF2A KLHDC9 KLHL21 KLHL38 KNL1 KPNA6 KRT18P46 KRT8 KRTAP3-1 KYAT3 KYNU LAPTM4B LARP1B LARP7 LARS1 LATS1 LEKR1 LENG1 LEPROTL1 LIMA1 LINC00466 LINC00992 LINC01132 LINC01354 LINC01579 LINC01701 LINC01732 LINC01734 LINC01823 LINC01972 LINC02015 LINC02243 LINC02252 LINC02343 LINC02533 LINC02707 LINC02842 LINC02934 LINC02950 LINC02960 LINC02984 LMO4 LNCATV LNMICC LOC124900473 LOC124900883 LPAR2 LPP LPXN LRBA LRCH4 LRIG2 LRRC23 LRRC37A3 LSM10 LSM14A LSM14B LTB4R2 LURAP1L-AS1 LYSETP1 LYZ MACC1 MAFA MALAT1 MAN2A1 MAN2A1-DT MAN2A2 MAP4 MARCHF10 MARF1 MAX MBP MCC MCRIP1 MCTS1 MED16 MED7 MEF2C MEF2C-AS1 MEIS1 MEIS1-AS3 MFAP3 MGST3 MIOS MIR1265 MIR200CHG MIR3646 MIR3926-1 MIR4659B MIR4766 MIR5091 MIR5188 MIR548AQ MIR6070 MIR644A MIR7849 MKRN2OS MLLT3 MLPH MMP11 MON1B MPND MPV17L2 MROH8 MRPS23 MRPS27 MRPS33 MSI2 MTFR1 MTMR11 MTO1 MYADM MYADM-AS1 MYC MYCL MYLK-AS1 MYO3A MYT1 NADK2 NAGLU NAIF1 NCOA7 NDC1 NFE2 NFKBIL1 NHEJ1 NHSL1 NINJ2 NIP7 NIPSNAP1 NME2P2 NOL6 NOSIP NR2F1-AS1 NR2F2 NSA2 NSL1 NT5C3A NUP107 NUP155 NUSAP1 OAT ODAD3 OGDH OIP5 OIP5-AS1 OPLAH OR10J2P OR1AA1P OTX1 OXSM P2RY6 P4HB PANK2 PARD6B PARP2 PATJ PATZ1 PCBP1-AS1 PCBP2 PCDHB3 PCLAF PCM1 PCTP PDCD6 PEX7 PGP PHACTR3 PIERCE2 PIGO PIGO-AS1 PIH1D1 PIK3C2B PIK3CA PIP5K1C PISD PJA2 PKD1L2 PKM PLA2G12A PLA2G4E-AS1 PLAAT3 PLAC8 PLBD1 PLEC PLEKHA5 PLEKHA8P1 PLEKHB1 PLEKHH1 PLEKHM1 PLIN5 PLSCR4 PM20D2 PMEL PMVK PNPLA7 POC1B POC1B-GALNT4 POLR1G POLR2D POLR2G POLR3G POU2AF1 PPP1R13L PPP1R3D PPP2CA PPP2R5B PPP4R1L PPP6R1 PPP6R3 PPRC1 PRDM2 PREP PRKACA PRKAR1A PRKCI PRKCSH PRORSD1P PROSER1 PRR13 PRR5 PSD4 PSKH2 PSMA3-AS1 PSMB1 PSMB3 PSMD10P2 PSMD9 PSME2P3 PSME3 PSMG3 PTCH1 PTPRF QPCTL R3HDM2 R3HDML-AS1 RAB34 RAB5B RABGGTB RAD51B RAD9B RANGRF RARG RBBP4 RBBP5 RBBP8 RBM27 RBMXL1 RECQL REG4 RGS17P1 RGS6 RIF1 RIMKLB RIN3 RMND1 RN7SK RN7SKP192 RN7SL346P RN7SL39P RN7SL445P RNA5SP323 RNF44 RNU1-132P RNU4-1 RNU4-2 RNU5B-1 RNU5D-1 RNU6-1158P RNU6-433P RNU6-821P RNU6-9 RNU7-195P RNY1 RNY3 ROCK1P1 RPL19P14 RPL21P12 RPL21P131 RPL23A RPL27A RPL30P11 RPL35A RPL36 RPL39P40 RPL3P4 RPL41 RPL7P30 RPL7P41 RPN2 RPP21 RPS11 RPS18 RPS29 RPS6KA5 RPS6KB1 RPS8 RSL24D1 RSRP1 RUNX1 SACM1L SAE1 SAFB SAFB2 SAMD1 SAMD4B SAMD9L SAPCD2P2 SAR1B SART3 SCAMP1 SCAMP5 SCN2A SEC24C SEMA4B SEMA4G SENP2 SEPHS2 SERPINB9P1 SETDB2 SFR1 SFT2D2 SGPP1 SHLD1 SLAIN2 SLC11A2 SLC15A2 SLC1A3 SLC22A17 SLC22A5 SLC24A1 SLC25A25 SLC2A4RG SLC33A1 SLC35E1 SLC35E3 SLC38A2 SLC4A1AP SLC9A6 SLTM SMAD1 SMARCD2 SMIM10L2B SMIM13 SNAI3-AS1 SND1-DT SNHG1 SNIP1 SNORD111B SNORD113-9 SNORD118 SNORD13 SNORD22 SNORD28 SNORD30 SNORD55 SNRNP35 SNRNP70 SNRPD2 SNRPE SNX1 SNX12 SNX8 SOX2-OT SPAG9 SPAST SPATA24 SPATS2L SPECC1P1 SPICE1 SPINK5 SPRED2 SPRYD4 SPTA1 SREK1 SRI SSR1 SSR4P1 STAP2 STARD10 STPG2 STRIP1 STT3A STUM STX16 STX16-NPEPL1 STYK1 SUMO2 SUPT7L SYNE1 SYS1 SYTL3 TAB3 TAF4 TANGO6 TATDN1P1 TATDN3 TBC1D30 TBL1X TBP TBX3 TBX6 TCF4 TCF7L2 TECPR1 TEDC1 TENT2 TESK2 TGFBI THBS1 THBS4-AS1 TIPARP TLE4 TLE6 TMC1 TMCO6 TMED1 TMEM125 TMEM161A TMEM161B TMEM161B-DT TMEM177 TMEM214 TMEM238L TMEM243 TMEM62 TMF1 TMOD3 TMPRSS11F TMTC3 TNPO1 TOGARAM2 TOMM22P6 TPD52 TPM4 TRAV33 TRIM54 TRIP4 TRMT12 TSHB TSPAN31 TTC39C TTI2 TTLL6 TUBB4B TUBD1 TXN2 TXNP5 UBALD2 UBC UBE2D2 UBE2O UBE3C UBQLN1 UBR3 UCA1 UFSP2 ULBP1 UMODL1 UQCC1 USPL1 UTP11 UTP3 UTS2B VAC14 VAMP1 VCP VCPIP1 VDAC2 VEPH1 VMP1 VN1R28P VPS29 VPS36 VPS4A VPS52 VWA5A VWA8 WDPCP WDR45B WDR83 WDR83OS WSB1 YAE1 YAP1 YY1 ZBTB8OS ZDHHC1 ZFAND3 ZFAND3-DT ZFAND6 ZFHX2 ZFHX3 ZGRF1 ZIC3 ZIM2-AS1 ZNF213 ZNF213-AS1 ZNF234 ZNF252P ZNF263 ZNF282 ZNF398 ZNF410 ZNF423 ZNF446 ZNF585B ZNF609 ZNF623 ZNF689 ZNF713 ZNF731P ZNF74 ZNHIT3 ZSCAN31 DACH1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DACH1_TARGET_GENES AAGAB AAR2 ABCA7 ABCB10 ABHD17C ABHD2 ABR ACAD9 ACAP3 ACIN1 ACOX2 ACTB ACTR10 ACTR3 ACVR1 ADAP1 ADGRE5 ADNP ADO ADPGK AFF4 AFF4-DT AGBL2 AHCY AHCYL2 AHI1 AIMP1 AK6 AKAP8 ALDH5A1 ALG14 ALG2 ALS2 AMDHD2 ANAPC1 ANAPC13 ANK1 ANKRD9 ANO8 AP3D1 AP5S1 APEX1 APOBEC3C APOBEC3D APOOL ARAP1 ARAP1-AS1 ARF1P2 ARF5 ARFGAP3 ARHGAP4 ARHGEF10 ARHGEF18 ARHGEF18-AS1 ARHGEF6 ARL15 ARL4A ARL6IP5 ARL8B ARNT ASAH1 ASAH1-AS1 ASIC2 ATG13 ATP5F1C ATP5IF1 ATP5MG ATP6V0A1 ATP6V0D1 ATP6V0D1-DT ATP6V1C1 ATP6V1D ATP6V1G1 ATXN1-AS1 ATXN10 B3GAT3 BABAM2 BACH1 BAG6 BAHCC1 BAIAP2 BARHL1 BAZ2A BBC3 BBS12 BCKDHA BDH1 BEND3P1 BLCAP BLZF1 BMF BMI1 BMS1 BRSK2 BRWD1 BRWD1-AS2 BTBD19 BUD31 BZW1 C10orf88 C12orf4 C19orf38 C19orf48P C22orf15 C4orf45 C4orf47 C6orf52 C8orf58 CA1 CA14 CAAP1 CAB39L CACTIN CALCOCO1 CAPRIN1 CAPRIN2 CARHSP1 CARHSP1-DT CARS2 CASS4 CBFA2T3 CCDC103 CCDC186 CCDC26 CCDC50 CCDC83 CCDC88B CCDC91 CCL26 CCNA2 CCNE2 CCT4 CD63 CD63-AS1 CD82 CDC25A CDC25B CDC73 CDIN1 CDK5 CDPF1P1 CEP19 CEP57 CEP63 CEP76 CEROX1 CERS6 CETN4P CFAP298 CFAP298-TCP10L CFAP52 CHAC1 CHCHD2P1 CHCT1 CHD9 CHFR CHFR-DT CHST11 CHTF18 CIAO3 CIC CIDECP1 CLASP2 CLCN3 CLDN12 CLIC3 CLIC4 CLK1 CLN8 CLN8-AS1 CLPTM1L CMC2 CMKLR1 CNTNAP2 COASY COL4A5 COL4A6 COL6A3 COMMD1 COMP COPRS COPS7A COTL1 COX5BP7 COX7A2L CPEB4 CRAT CREB3L1 CREM CRKL CRYBG2 CSAD CSF1R CSTF2T CTCF-DT CTDSPL2 CTNND2 CTSD CUX1 CYGB CYP2B7P CYP2W1 CYP4F2 CYP4F3 CYP4F8 DAZAP1 DBNL DCAF5 DCTN5 DCXR DDHD2 DDX31 DDX39B DDX39B-AS1 DDX41 DDX42 DDX46 DDX51 DEFB132 DENND1C DGAT1 DGKG DHCR7 DHCR7-DT DHDDS DHODH DIPK1A DLL3 DM1-AS DMKN DNAAF10 DNAH7 DNAH9 DNAI1 DNAJB2 DNAJC13 DNAJC25 DNAJC25-GNG10 DNAJC28 DNHD1 DPH6 DPH6-DT DTNBP1 DYNC2I1 DZANK1 E2F2 EARS2 EBAG9 EEF1A1 EEF1A1-AS1 EEF1A1P5 EFTUD2 EGLN1P1 EHBP1L1 EHD1 EHMT1 EIF2S1 EIF2S3 EIF4ENIF1 EIF4H ELF1 ELL ELN ELOA ENSG00000187951 ENSG00000230615 ENSG00000233230 ENSG00000233461 ENSG00000236393 ENSG00000238390 ENSG00000269155 EOLA1 EOLA1-DT EPM2AIP1 EPOR ERCC1 ERCC6 ERI2 ESCO1 ESRRA ETV2 ETV4 EVI5 EXOSC5 EZR-AS1 FABP5P5 FADS1 FAHD1 FAM110A FAM187A FAM219A FANCD2 FAR1-IT1 FARP2 FARS2 FARSB FAXDC2 FBXO36 FBXO5 FGF18 FHL2 FLCN FN1 FOSL1 FRMD4A FRMD8 FRYL FSIP2LP FUBP3 FUZ FZD1 GABARAPL1 GALE GALNS GALT GAN GATAD2A GBE1 GFI1B GGA3 GLUL GNG5B GOLGA5 GOLT1B GOSR2 GOSR2-DT GPAM GPBP1 GPD1L GPI GPN2 GPR137C GPRC5C GPX3 GRK6 GTF2IP12 GTF3C4 GTPBP3 GTSF1 GUCA1A GUCY2EP GUSBP2 GYPA GYPB GYPE H4C4 HADHA HADHB HAGH HAUS2 HDAC5 HEATR3 HECTD3 HEMK1 HES6 HIF1A HIPK3 HIRA HIVEP3 HJURP HMBS HMG20A HMGCL HMGN2 HMX3 HOXB3 HSPA9 ICE1 ID2 ID2-AS1 IDH3G IFITM5 IGF1 IKBKG IKZF4 IL20RB INPPL1 INSR IPO13 IQCG IQCH IQSEC2 IQUB IRF2BPL IRGQ IRS3P IST1 KBTBD11-OT1 KBTBD2 KCNH2 KCP KCTD2 KCTD7 KDM3A KDM4C KDM6B KEAP1 KIN KMT2A KPNB1 KRI1 KRT8 KYAT1 LANCL2 LARS2 LCDR LGALS1 LIG4 LIMD1 LINC00240 LINC00475 LINC00652 LINC00661 LINC00957 LINC01094 LINC01270 LINC01278 LINC01353 LINC01426 LINC01585 LINC01619 LINC02293 LINC02340 LINC02366 LINC02523 LINC02569 LINC02666 LINC02733 LINC02777 LINC02846 LINC02863 LINC02870 LINC02882 LINC02918 LMF1 LNC-LBCS LNCTSI LOC124905065 LRR1 LRRC23 LRRC37A16P LRRC37A5P LRRC47 LSM14B LSS LYRM4 LZTFL1 MAF MAFA MAILR MAP2K1 MAPKAPK5 MAPKAPK5-AS1 MARF1 MARK2 MARK2P5 MBLAC2 MCM3AP-AS1 MCOLN1 MCPH1 MCPH1-DT MCRIP1 MDK MDM2 MECP2 MED13 MEF2A MEF2C MFAP3L MFFP3 MGST3 MICAL2 MIDEAS MIER1 MIER3 MIGA1 MINCR MINK1 MIR148A MIR155HG MIR1915HG MIR22HG MIR30B MIR3193 MIR3681HG MIR4477A MIR4690 MIR5698 MIR7155 MLH1 MLXIPL MOB4 MPDU1 MPG MRM2 MRPL11 MRPL34 MRPL40 MRPL46 MRPS11 MRPS5 MRPS7 MRRF MSLNL MTCO3P8 MTFR1 MTHFD1L MTHFD2 MTMR4 MTND5P31 MTO1 MYADM MYBPC2 MYBPHL MYL4 MYO15A MYO1C MYO7A MYO9B NAA38 NADK NAGK NAPRT NAT9 NATD1 NBEAL1 NBN NBPF15 NBPF9 NBR1 NCAPG2 NDC1 NDE1 NDRG1 NDUFA4 NDUFAF6 NDUFS4 NECTIN1 NECTIN1-DT NEGR1 NEUROD4 NFE2L2 NFIX NGF-AS1 NHERF2 NHLRC3 NIBAN3 NIPSNAP3A NISCH NKAIN1 NME7 NOC2LP1 NOC4L NOSIP NOX5 NR2C2 NRBF2 NSUN2 NUDT1 NUDT6 NUP85 NVL NXPH3 NYAP1 ODC1 ODC1-DT OGDH OR10G6 OR4G3P OR4G4P OR4G6P OR8G3P ORMDL3 OSCAR OSGEP OTULIN OTULIN-DT P3R3URF P3R3URF-PIK3R3 PAK1IP1 PALB2 PANX1 PARL PARN PARP12 PBX2 PC PCAT6 PCLAF PDAP1 PDCD2 PDE4A PDE8A PDIA5 PDXK PEAK1 PES1 PEX7 PFDN4 PGM3 PHB1P16 PHLDB1 PICALM PIEZO1 PIGX PIK3C3 PIMREG PIN4 PITPNM3 PITX3 PLCXD1 PLEKHG2 PLK3 PNKP PNMT PNO1 PNPLA8 POLI POLR2E POLR2G POLR2J POLR2M POLR3E POLR3F POLR3G PORCN POU4F1 PPA1 PPIAP8 PPIL4 PPM1K PPM1K-DT PPP1CA PPP2R5B PPTC7 PRAMEF1 PRKCB PROSER1 PRPF40B PRPSAP1 PSAP PSMD1 PSME4 PSMG2 PSTK PTBP1 PTGES2 PTGES2-AS1 PTPA PTPRF PTPRS-AS1 PUSL1 PVALEF PYCR1 PYCR2 R3HDM2 RAB18 RAB9A RABGEF1 RABL2B RAC2 RAD17 RAD51AP1 RAD9A RAMP1 RANBP6 RANP5 RAP2C RASA4 RASA4CP RASSF6 RBBP5 RBKS RBL1 RBL2 RBM15B RBM18 RBM3 RECQL RENBP RERE REXO1 REXO5 RFESD RGCC RHBDF1 RHBDL1 RHOBTB3 RHOG RIOK3 RN7SKP249 RN7SL473P RN7SL480P RN7SL75P RN7SL832P RNA5SP21 RNF11 RNF121 RNF125 RNF14 RNU2-41P RNU6-800P RNU6-841P RNU6-889P RNU6-901P RNU6-992P RNU6ATAC32P RNU7-124P RNVU1-4 RPA3 RPH3A RPL13P5 RPL21 RPL23AP82 RPL24 RPL31P43 RPL35A RPL35P5 RPL36AP48 RPL9P7 RPLP0P12 RPS12 RPS17P1 RPS29 RPS29P22 RPSAP31 RPUSD1 RUSC1 RWDD1 RWDD2A RXYLT1 S100A2 S100PBP SALRNA3 SAR1AP2 SC5D SCAND2P SCN9A SCUBE2 SDK2 SEC13 SEC61B SECISBP2L SELENOW SEMA6B SEPTIN7P14 SETDB2 SETX SGTA SH3BGR SH3BP1 SHCBP1 SIN3B SIX5 SKA1 SKP1 SLC12A4 SLC12A6 SLC22A18 SLC25A10 SLC25A13 SLC25A19 SLC2A1 SLC2A4RG SLC35B1 SLC35E2A SLC36A1 SLC38A5 SLC46A3 SLC8A2 SLCO1A2 SLF1 SLF2 SLFN11 SMAD5 SMARCAD1 SMARCAD1-DT SMC2 SMIM20 SMPD1 SMTN SMYD3 SNHG25 SNHG32 SNORA50C SNORD101 SNORD104 SNORD48 SNRNP40 SNX18 SNX19 SNX24 SNX29P2 SNX4 SOCS2 SOCS2-AS1 SORBS2 SOX8 SP7 SPAG7 SPANXN3 SPATA5 SPDYC SPEF1 SPG21 SPPL2A SQLE SQLE-DT SQSTM1 SRCIN1 SRD5A1 SRRM5 SRSF4 SS18L1 SSBP4 SSR4 STAM STAM-DT STAM2 STAT1 STAT2 STAT3 STAT6 STC2 STK32C STON2 STUM STX7 STX8 SUCLA2P2 SUCLG1 SUDS3 SUPV3L1 SUV39H2 SUV39H2-DT SVIL-AS1 SVOP SYNRG SYT10 SYT7 SYTL1 TAF12 TAF13 TAF9 TAFA2 TAX1BP1-AS1 TBC1D10A TBCD TBCK TCF3 TCN2 TCP11L1 TEKT1 TENT5A TFAP4 TIPIN TJAP1 TJP3 TK2 TKFC TLCD1 TLE5 TM9SF1 TMED1 TMEM104 TMEM258 TMEM45A TMEM87B TMEM9 TMEM9B TMEM9B-AS1 TNFAIP3 TNPO1 TNRC18 TNS1 TOM1 TOMM5 TP53INP1 TP53INP2 TP53RK TP53RK-DT TPH2 TPRA1 TPT1 TPT1-AS1 TRADD TRAK2 TRAPPC13 TRAPPC2L TRAPPC6B TRDMT1 TRGV7 TRIB1 TRIB3 TRIP12 TRIP4 TRIR TRMT13 TRPS1 TSC1 TSN TSNAX TSNAX-DISC1 TSPAN12 TSPAN14 TTC19 TTC8 TTLL7 TUBAL3 TUSC2 TXLNG TXN TXNDC16 TXNL1 TYMS U2SURP UBALD1 UBE2F UBE2O UBE2V1P4 UBFD1 UBTD2 UBTF UFSP2 UPF2 UPK2 UROD USF2 USP31 USP32 USP4 USP48 USP49 USP9X VAT1 VDAC2 VGF VMP1 VPS13C VPS13C-DT VPS18 VPS54 VSIG10L VSIG10L-AS1 VTI1B WAKMAR2 WASH3P WASHC4 WBP4 WDFY1 WDR37 WDR45 WDR7 WDR81 WDTC1 WDTC1-DT WHRN WIPI1 WIZ WNK2 WNT1 WT1 WT1-AS XKR4-AS1 XNDC1N XPNPEP1 YARS1 YJU2B YPEL5 ZBTB32 ZC3H7B ZCCHC2 ZDHHC9 ZFAND1 ZFAND3 ZFAND3-DT ZFYVE1 ZKSCAN5 ZMAT3 ZNF18 ZNF2 ZNF23 ZNF335 ZNF366 ZNF396 ZNF451 ZNF513 ZNF514 ZNF529-AS1 ZNF554 ZNF576 ZNF641 ZNF696 ZNF740 ZNF778 ZNF778-DT ZNF799 ZNF821 ZNHIT3 ZNRF2 ZPR1 ZSCAN2-AS1 ZSWIM7 ZSWIM8 DBP_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DBP_TARGET_GENES AAAS AAMP AARSD1 ABCE1 ABCF1 ABCF2 ABHD13 ABHD5 ACAA1 ACBD6 ACP6 ACTB ACTG1 ACTMAP ACTR1A ADAM10 ADAP2 ADK ADO ADPGK ADPGK-AS1 AFG1L AFG3L1P AGO3 AGPAT4 AHCTF1 AHCY AHCYL2 AHI1 AHI1-DT AHNAK AHSA1 AIDA AKAP3 AKAP8L AKT1S1 AKTIP ALDH3A1 ALDH6A1 ALDOA ALG14 ALKBH2 ALKBH7 ALOX12-AS1 AMN1 ANAPC10 ANAPC15 ANAPC5 ANAPC7 ANKHD1 ANKHD1-EIF4EBP3 ANKIB1 ANKRD11 ANKRD13A ANO10 AP1M1 AP1S1 AP2A1 AP3B1 AP4B1 APTR AQR ARAP1 ARF4 ARF4-AS1 ARF6 ARFIP1 ARHGAP1 ARHGEF28 ARL15 ARL4A ARL6IP1 ARPC4 ARPC4-TTLL3 ARSK ASNS ATF3 ATF4 ATF7IP ATG16L1 ATG4B ATG4C ATIC ATM ATP10B ATP5F1B ATP5ME ATP6V0E1 AURKA AURKAIP1 BANP BAZ1B BAZ2A BBC3 BBIP1 BBLN BBS4 BCAS2 BCAT2 BCL2L1 BCL2L12 BCL2L14 BDP1 BET1 BICD2 BICDL3P BICRAL BLM BLOC1S2 BMERB1 BOD1 BRD9 BROX BTBD1 BTD BTN3A2 BTRC BUB1B C10orf95-AS1 C12orf4 C12orf43 C14orf119 C15orf61 C18orf21 C18orf25 C19orf44 C19orf53 C1GALT1 C1orf109 C1orf112 C1orf159 C1orf174 C2orf15 C4orf46 C5orf22 C6orf120 C6orf52 C6orf62 C6orf89 C9orf72 CAB39L CACTIN CALCOCO1 CALM2 CALR3 CALU CAMTA2 CAND1 CAP1 CAPG CAPN8 CASC11 CATSPERD CBLL1 CBLL1-AS1 CBX3 CBX5 CCAR2 CCDC124 CCDC138 CCDC146 CCDC157 CCDC163 CCDC174 CCDC192 CCDC28A CCDC28A-AS1 CCDC91 CCNB1IP1 CCNB2 CCNI CCNL2 CCNT1 CCT6A CD164 CD27-AS1 CD2BP2 CD2BP2-DT CDC37L1-DT CDC42EP4 CDC42SE1 CDC45 CDIN1 CDIPT CDIPTOSP CDK12 CDK17 CDK19 CDK4 CDK5 CDK5RAP2 CDKN1A CDKN2D CDS2 CELF1 CENPBD1P CENPK CEP120 CEP290 CEP57 CEP85 CEP97 CERT1 CFAP298 CFAP298-TCP10L CFAP68 CFDP1 CFL1 CHAC1 CHCHD3 CHCHD6 CHD2 CHEK1 CHEK2 CHMP1B CHORDC1 CHPF CHRNB1 CHTOP CIPC CITED2 CKMT2-AS1 CKS2 CLIC1 CLN3 CLN6 CLP1 CLPB CLPTM1 CLTA CNBD2 CNN2 CNNM2 CNOT10 CNOT4 CNOT8 CNPY2 CNST CNTD1 COA1 COA3 COG8 COPS2 COPS5 COPS7A COPS7B COQ10B COQ4 COQ7 COQ7-DT COX16 COX7C COX8A CPD CPEB4 CRADD CREBL2 CRK CROT CRTC3-AS1 CSE1L-DT CSPP1 CSTF1 CSTF2T CTC-338M12.4 CTDP1 CTNNBIP1 CTNND1 CTU1 CXXC1 CYB561D1 CYB5A CYREN DAB1 DALRD3 DAXX DBP DCAF6 DCLRE1B DCP1A DCTN4 DDX12P DDX31 DDX39B DDX39B-AS1 DDX55 DEDD DERL1 DET1 DFFA DGKA DHPS DHX35-DT DHX38 DHX57 DIABLO DIAPH1 DIAPH1-AS1 DIMT1 DIP2C-AS1 DIPK2A DMXL1 DNAAF10 DNAAF4 DNAAF4-CCPG1 DNAJB1 DNAJB11 DNAJC14 DNAJC25 DNAJC25-GNG10 DOCK4 DOHH DOLK DONSON DPH3 DPP8 DPP9 DRAIC DRG2 DROSHA DSE DUSP5 DUSP6 DYNC2I1 DYNC2I2 DZANK1 ECH1 ECSIT EDEM2 EEF1B2 EEF1E1 EEF1E1-BLOC1S5 EEF1G EEPD1 EGR1 EGR2 EGR3 EGR4 EIF2A EIF2B4 EIF2B5 EIF3B EIF3D EIF3F EIF3H EIF4ENIF1 EIF4G2 EIF5 EIF5A ELL ELL3 EMC4 EMC7 EMSY EMSY-DT ENC1 ENDOV ENSG00000215838 ENSG00000232995 ENSG00000233223 ENSG00000246308 ENSG00000268403 ENSG00000268858 ENSG00000278390 ENTPD1-AS1 EPB41L4A-AS1 EPHB4 EPS15-AS1 ERAL1 ERC1 ERH ERP29 ERP44 ESYT1 ESYT2 ETFDH ETV1 ETV5 ETV6 EXOC7 EXOSC10 EXOSC10-AS1 EXOSC3 EXOSC9 EXPH5 EXT2 FAM117A FAM133B FAM168A FAM185BP FAM220A FAM222B FAM76B FAM81A FAM83E FANCB FAR1 FAR1-IT1 FAR2 FARSA FASTKD2 FBXL15 FBXL18 FBXO16 FBXO24 FBXO38 FBXO38-DT FBXO4 FBXO45 FBXO46 FBXW7 FDFT1 FDXACB1 FEM1A FGD4 FGFR1OP2 FIS1 FMNL3 FOS FOSB FOSL1 FOXD1 FOXL1 FOXN3 FRAT2 FRYL FTO FTSJ3 FUT8 FUZ GABARAP GABPB2 GALK2 GALNT8 GANC GART GBF1 GBP2 GCA GCC1 GEMIN6 GGCT GLIPR2 GMCL1 GMPPA GNL1 GNS GOLGA1 GOLGA4 GOLM2 GOT1 GOT1-DT GPBP1 GPD1L GPN3 GPR107 GPR108 GPR137 GPR19 GPRC5D-AS1 GPX4 GRAMD2B GRK6 GRPEL1 GSKIP GSPT1 GSTCD GSTK1 GSTO2 GTF2H1 GTF2IRD1P1 GTF3C4 GTPBP10 GUCD1 GUSB GXYLT1 H2AC17 H2AC6 H2AC7 H2AZ2 H2AZ2-DT H2BC17 H2BC26 H2BC7 H3C12 HACD2 HACL1 HAX1 HCFC1 HCFC1R1 HDAC4 HDAC4-AS1 HDGF HEMK1 HEXIM2 HEXIM2-AS1 HGH1 HIBCH HIGD2A HIGD2B HILPDA HILPDA-AS1 HINFP HIPK1 HIPK1-AS1 HJURP HM13 HMBOX1 HMG20A HMGB1 HMOX2 HNRNPA1 HNRNPA2B1 HNRNPL HNRNPUL1 HOMER1 HOXA10-AS HOXB3 HOXB6 HOXC5 HPS5 HS3ST1 HSCB HSD11B1L HSPA13 HSPA4 HSPA9 HTD2 HUWE1 HYCC1 HYCC2 IFNAR1 IFRD1 IFT20 IK IL5 ILF3 ILF3-DT ILVBL IMMT ING3 ING4 INO80 INO80B INO80B-WBP1 INPP1 INTS1 INTS12 INTS13 INTS14 INTS2 INTS4 INTS5 INTS9 INVS IPO11 IPO8 IPPK IQCH-AS1 IRF2BP1 IRF3 ITFG2 ITFG2-AS1 ITGA1 ITGA3 IVNS1ABP JAK3 JOSD2 JUP KALRN KAT7 KATNB1 KBTBD6 KCTD10 KCTD16 KCTD7 KDM2A KDM3A KDSR KHDC4 KIF22 KIF23 KIF23-AS1 KIF2C KLF7 KLHDC3 KLHL28 KLHL7 KLHL7-DT KMT5A KNTC1 KRCC1 KRIT1 KRT8 L3MBTL2 LACC1 LAMP1 LAPTM4A LAPTM4A-DT LARS1 LCA5L LCMT1 LCMT1-AS1 LEF1-AS1 LEMD2 LETMD1 LIG4 LIMA1 LIN52 LINC00265 LINC00449 LINC00511 LINC00649 LINC01635 LINC01765 LINC01852 LINC02168 LINC02363 LINC02399 LINC02441 LINC02777 LINC02889 LMAN2 LMCD1 LMCD1-AS1 LONP1 LRCH4 LRP6 LRRC37A5P LRRC51 LRSAM1 LSM5 LSM7 LTN1 LTO1 LUC7L2 LY75 LY75-CD302 LYRM2 LZIC LZTFL1 LZTR1 MAD1L1 MAIP1 MAN1B1 MAP3K11 MAP3K14 MAP3K5 MAP3K7 MAPKAPK5 MAPKAPK5-AS1 MAPKBP1 MARCOL MATCAP2 MATR3 MAZ MBD1 MBLAC2 MBNL1 MBNL1-AS1 MBOAT7 MCL1 MCMBP MCRIP2 MCRS1 MCTS2 MDH1 MDH1B MEA1 MED13 MED19 MED24 MED25 MED26 MEGF8 METAP2 METTL18 METTL26 METTL2B METTL3 MFSD4A MGRN1 MICOS13 MIDEAS MINDY2 MINDY2-DT MIR3124 MIR3677HG MIR3912 MIR4453HG MIR4482 MIR4515 MIR4999 MIR6124 MIR615 MIR7845 MIRLET7BHG MKKS MKLN1 MKLN1-AS MMACHC MMP15 MNS1 MORF4L1 MORN1 MORN2 MORN4 MOSPD2 MPC2 MPDU1 MPHOSPH9 MPLKIP MPV17 MRPL18 MRPL20 MRPL20-AS1 MRPL32 MRPL34 MRPL4 MRPL42 MRPL46 MRPL47 MRPL51 MRPS11 MRPS12 MRPS17 MRPS30 MRPS30-DT MRPS33 MSH5 MSH5-SAPCD1 MSL2 MTFR1 MUC1 MUS81 MVB12A MVD MXD3 MYG1 MYH9 MYH9-DT MYL5 MYLK-AS1 MYO1E MYPOP NAA15 NAA60 NABP2 NANP NAT10 NBEAL1 NBPF1 NCAPD2 NCBP1 NCK1-DT NCOA7 NDC1 NDRG1 NDRG3 NDUFA11 NDUFA2 NDUFA5 NDUFA9 NDUFAF1 NDUFAF3 NDUFAF4P1 NDUFB2 NDUFB2-AS1 NDUFB3 NDUFB5 NDUFC1 NDUFS1 NDUFS2 NDUFS5 NDUFV3 NECAP2 NEDD4L NELFA NEMF NFE2L2 NGRN NIF3L1 NIP7 NIPA2 NIPBL NIPSNAP2 NKAPD1 NLRX1 NME1 NME1-NME2 NMNAT1 NMRAL1 NOP16 NOP2 NOP53 NPAT NPM1 NPM3 NR4A2 NR6A1 NRN1 NSMCE3 NSUN2 NUBP2 NUCB1 NUF2 NUMA1 NUMBL NUP107 NUP107-DT NUP155 NUP188 NUP205 NUP37 NUSAP1 OCEL1 ODAD3 OGDH OIP5 OLMALINC OMA1 OSBPL3 OST4 OTUD6B OTUD6B-AS1 OTUD7A OXNAD1 P4HB PA2G4 PAK1IP1 PANK3 PARL PARP4 PARP6 PARPBP PCBD2 PCBP1-AS1 PCGF1 PCLAF PCM1 PCNA PCNX3 PDCL3 PDE6D PEAK1 PEDS1 PEDS1-UBE2V1 PELO PELO-AS1 PEMT PFDN1 PFKFB3 PFKM PGAP4 PGBD4 PHB1 PHF12 PHKB PICART1 PICK1 PIH1D2 PIK3C2B PIK3R1 PIK3R3 PIP4K2C PIPOX PITPNM1 PKP2 PLAC8 PLAGL2 PLBD1 PLBD1-AS1 PLEKHA8 PLEKHG2 PLEKHJ1 PLK2 PLK3 PLXDC1 PMM2 PNKD PNO1 PNPLA8 POC1B POC1B-GALNT4 POLG2 POLI POLK POLR1F POLR2A POLR3F POLR3G POP4 POP5 POR POU2AF1 POU2F1 PP7080 PPFIA3 PPIG PPIL2 PPIL3 PPM1G PPOX PPP1R11 PPP1R12A PPP1R12C PPP1R37 PPP2R3C PPP2R5B PPP4R3A PPP4R3B PPP4R3B-DT PPP6C PPRC1 PPWD1 PRC1 PRCC PRDM1 PRDM10 PRDM10-DT PRKCE PRKCE-AS1 PRKCSH PRKRIP1 PRMT3 PRORP PRPF19 PRPF19-DT PRPF40B PRPSAP1 PRR13 PRR14L PSD PSIP1 PSMA3 PSMB5 PSMB6 PSMC5 PSMD3 PSMD8 PSPH PTGES3 PTGR2 PTPA PTPRB PURB PYGB PYM1 RAB11A RAB11B RAB11B-AS1 RAB19 RAB20 RAB2B RAB5IF RAB6A RABAC1 RABGEF1 RACGAP1 RACK1 RAD50 RAD51AP1 RAD51AP2 RAD52 RAD9A RAD9B RAET1K RANBP10 RAPGEF6 RARS1 RBBP4 RBBP5 RBM22 RBM25 RBM28 RBM34 RBSN RCBTB2 RCHY1 RECQL5 RER1 RFC2 RFX2 RGS2 RGS5 RHNO1 RIC8B RIMOC1 RN7SL346P RN7SL521P RNA5SP146 RNASEK RNASEK-C17orf49 RNF139 RNF139-DT RNF167 RNF186-AS1 RNF20 RNF207 RNF207-AS1 RNF213-AS1 RNF34 RNF44 RNF6 RNFT2 RNPS1 RNU4-1 RNU5E-1 RNU6-2 RNU6-92P RNU7-27P ROPN1L ROPN1L-AS1 RPGRIP1L RPL12 RPL13A RPL14 RPL18 RPL22 RPL24 RPL27 RPL32P3 RPL36 RPL37 RPL5 RPL6 RPL7L1 RPL7L1P8 RPP14 RPP25 RPRD1B RPRD2 RPS13 RPS14 RPS16 RPS26 RPS27 RPS27A RPS6KA1 RPS6KB2 RPS7 RPSAP31 RRM1 RSBN1L RSL24D1 RSPH3 RSU1 RUFY1 RWDD1 RXRB S100A13 S100A2 S100PBP SAC3D1 SAE1 SAFB SAFB2 SAMD4B SAP30BP SAP30L SAP30L-AS1 SARS2 SART1 SART3 SASS6 SCAF1 SCAF11 SCAMP3 SCAMP5 SCARNA16 SDE2 SDR39U1 SEC11A SEC14L1 SEC16B SEC23A-AS1 SEC23IP SEC31A SEC61A1 SECISBP2L SEM1 SEMA3C SENP1 SERBP1 SERF2 SERP1 SERTAD1 SET SETD1A SETD4 SETD4-AS1 SETD6 SETDB2 SF1 SF1-DT SF3A1 SF3A2 SF3A3 SF3B5 SFN SFSWAP SFXN5 SGK1 SH2B1 SH2D6 SH3BGR SH3BGRL3 SH3BP5L SHC4 SHF SHOC2 SIAH2 SIL1 SKIC3 SLC12A6 SLC12A9 SLC20A1 SLC20A1-DT SLC22A4 SLC24A1 SLC25A11 SLC25A40 SLC25A44 SLC25A48 SLC25A51 SLC25A53 SLC28A2-AS1 SLC30A5 SLC30A6 SLC30A6-DT SLC35B1 SLC36A1 SLC38A10 SLC38A4-AS1 SLC39A7 SLC39A9 SLC4A2 SLC7A6 SLC9A3-AS1 SLMAP SLTM SLX4IP SMAD5 SMARCC1 SMG5 SMG9 SMPD3 SMTN SMU1 SNAI3-AS1 SNHG15 SNHG16 SNHG20 SNHG21 SNHG29 SNORA13 SNORD12C SNORD49B SNORD59A SNORD84 SNORD95 SNRNP200 SNRPA SNRPA1 SNRPA1-DT SNRPB2 SNRPD3 SNX15 SNX17 SNX8 SOD1 SOD1-DT SON SP1 SP140L SPAG7 SPAST SPATA24 SPEF2 SPG7 SPHK2 SPINK5 SPRING1 SPSB3 SPTLC2 SPTLC3 SRCAP SRD5A1 SREK1 SRF SRRT SRSF1 SRSF10 SRSF5 SRSF7 ST3GAL3 STAM STAM-DT STARD10 STAT2 STAT6 STEAP1 STIM2 STIM2-AS1 STIP1 STK25 STK40 STRIP1 STX16 STX16-NPEPL1 STXBP4 SUGCT SUPT4H1 SUPT5H SUPV3L1 SWSAP1 SYMPK SYNJ2 SZRD1 TACC2 TADA3 TAF1A TAF1A-AS1 TAF7 TAPBPL TARS1 TARS1-DT TARS2 TATDN1 TBC1D17 TBC1D23 TBC1D31 TBC1D7 TBCC TBCCD1 TBX3 TCEANC2 TCF7 TCP1 TCP11L1 TEAD4 TEF TEFM TFB2M TGS1 THA1P THADA THAP4 THAP6 THAP9 THAP9-AS1 THBS1 THBS3-AS1 THOC1 THOC1-DT THOC6 TIAL1 TICRR TIGD4 TIMELESS TIMM10 TIMM22 TIMM50 TLE3 TM2D3 TM4SF5 TM9SF2 TMBIM6 TMC4 TMCC3 TMEM101 TMEM106C TMEM116 TMEM147 TMEM147-AS1 TMEM161B TMEM161B-DT TMEM179B TMEM184A TMEM186 TMEM187 TMEM198 TMEM198B TMEM242 TMEM242-DT TMEM248 TMEM259 TMEM30A TMEM30A-DT TMEM39A TMEM59 TMEM79 TMEM87A TMPO TMTC3 TMX2 TNFAIP1 TNFAIP8 TNFRSF1A TNPO1 TNPO3 TNRC18 TOGARAM1 TOLLIP TOLLIP-DT TOMM22 TOMM22-DT TOMM40L TOX4 TP53TG1 TPD52L2 TPGS1 TPI1P2 TPM1 TRAPPC6B TRIB1 TRIM36 TRIM37 TRIP10 TRIP13 TRIP4 TRMT10C TRMT11 TRMT13 TRNAU1AP TRUB2 TSEN34 TSGA10 TSN TSNAXIP1 TSPAN17 TSPAN8 TSPYL1 TSTD2 TTBK2 TTC1 TTC14 TTC14-DT TTC17 TTC26 TTC27 TTC30A TTC32-DT TTC33 TTI1 TTLL13 TUBA1B TUBA1B-AS1 TUFT1 TULP3 TXNDC15 TXNL4B TYSND1 TYW5 U2SURP UBAP1 UBC UBE2D3 UBE2D3-AS1 UBE2H UBE2H-DT UBE2M UBE3A UBE3B UBE4A UBL7 UBL7-DT UBLCP1 UBN2 UBR1 UBR2 UFD1 UNC13D UPP1 UQCC2 UQCR10 USF1 USP21 USP31 USP36 USP8 USPL1 VAMP4 VCL VCPIP1 VDAC2 VDAC3 VIL1 VIPAS39 VIRMA VIRMA-DT VMAC VMP1 VPS11 VPS11-DT VPS28 VPS29 VPS37B VPS41 VPS50 VRK3 VTRNA1-2 WASHC4 WDPCP WDR12 WDR27 WDR36 WDR4 WDR53 WDR55 WDR5B WDR5B-DT WDR75 WRAP53 WSB2 XRN2 XYLB YARS2 YIPF5 YJU2 ZBED5 ZBTB11 ZBTB3 ZBTB40 ZBTB8OS ZC3H10 ZC3H15 ZC3H4 ZCCHC2 ZCCHC4 ZCCHC8 ZCCHC9 ZDHHC5 ZFAND6 ZFAS1 ZFP36 ZFP36L2 ZFP37 ZFYVE1 ZFYVE26 ZKSCAN5 ZMAT2 ZMAT5 ZNF12 ZNF143 ZNF146 ZNF181 ZNF184 ZNF219 ZNF277 ZNF3 ZNF337-AS1 ZNF343 ZNF35 ZNF391 ZNF394 ZNF398 ZNF408 ZNF410 ZNF425 ZNF444 ZNF473 ZNF484 ZNF565 ZNF614 ZNF622 ZNF672 ZNF688 ZNF689 ZNF764 ZNF815P ZNF92 ZNFX1 ZSCAN21 ZSCAN22 ZSWIM4 ZSWIM6 ZWILCH DICER1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DICER1_TARGET_GENES ANG BCAR3 C2orf42 C9orf72 CCDC107 CCDC43 COQ6 DUSP19 EIF3B EMP1 FCHSD2 FRG1HP GADD45A H4C2 H4C5 HBB HCG14 HNRNPH3 HSPA6 ILF2 ITFG2 ITFG2-AS1 KIAA1671 KLHL32 KLHL7 KLHL7-DT KNL1 LINC01719 LRP6 MED15 MED16 MGA MT-ATP6 MT-ATP8 MT-ND2 MT-ND6 MT-RNR1 MT-TE MT-TF MT-TI MT-TK MT-TM MT-TP MT-TS1 MT-TT MTCO3P12 MTF2 MYO18B NAA25 NAGK NBPF1 NCOA7 NDUFB9 NDUFS7 NOP2 PAMR1 PFKM PLCH1 POLDIP3 POLG POLG-DT RN7SKP264 RNASE4 RNF216P1 RNU12 RNU2-2P RNU4-2 RNU5B-1 RNU5E-1 RNVU1-29 RNVU1-6 RPL24 RPL5 SCARNA2 SCD SNORD118 SNORD3A SNX16 SP2 SP2-DT STRAP SYNGAP1-AS1 TATDN1 TFIP11 TFIP11-DT TIA1 TMEM259 TMEM39A WDR74 YARS2 ZBTB9 DIDO1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DIDO1_TARGET_GENES AAMP AAR2 AARS2 ABCA11P ABCA17P ABCA3 ABCB7 ABCB8 ABCE1 ABCF1 ABCF2 ABHD17B ABT1 ACAD11 ACAD9 ACBD3 ACCS ACO2 ACOX3 ACP2 ADAP2 ADAR ADAT2 ADGRG7 ADNP ADO ADPGK ADPRM ADPRS ADSL ADSS1 ADSS2 AFG1L AGA AGBL3 AGGF1 AHCY AIMP1 AK6 AK9 AKAP3 ALG1 ALG10 ALG10B ALG14 ALG3 ALG5 ALKBH1 ALKBH3 ALS2 AMBRA1 ANAPC10 ANAPC15 ANAPC2 ANGPTL4 ANKFY1 ANKRD17 ANKRD17-DT ANKRD40 ANXA2 AOC1 AOPEP AP1G1 AP2B1 AP3M2 AP3S2 AP4E1 AP4M1 APBA3 APOOL APTX AQR ARAP1 AREL1 ARFIP1 ARFRP1 ARHGAP1 ARHGEF1 ARHGEF7 ARL1 ARL8B ARMC8 ARPP19 ARRDC1-AS1 ARSK ARV1 ASB3 ASB6 ATAD2 ATAD3A ATAD3B ATF6 ATF6-DT ATF7 ATF7-NPFF ATF7IP2 ATG13 ATG3 ATG4C ATL2 ATP13A4 ATP2B4 ATP5MC3 ATP5PB ATP5PD ATP6V1D ATP6V1G2 ATP6V1G2-DDX39B ATP6V1H ATP8A1 ATP8A1-DT ATP8B1-AS1 ATR ATXN2 ATXN2L AUP1 AURKA B3GALT9 BAD BANCR BANF1 BANP BAZ1B BAZ2B BBS1 BBS5 BBX BCL2L2 BCL2L2-PABPN1 BECN1 BLOC1S1 BLOC1S5 BLOC1S5-TXNDC5 BLZF1 BMS1 BMS1P1 BMS1P4 BMS1P4-AGAP5 BNIP1 BNIP2 BOD1 BOD1L1 BORCS7 BORCS7-ASMT BPGM BPNT1 BRD7 BRF2 BRIX1 BRMS1 BRPF1 BRWD1 BRWD1-AS2 BRWD3 BUD13 BUD13-DT BUD23 C12orf4 C12orf43 C12orf76 C15orf40 C17orf75 C18orf25 C19orf38 C19orf47 C19orf81 C1D C1QL4 C1orf35 C1orf43 C1orf74 C21orf62-AS1 C2CD2L C2orf49 C2orf49-DT C3orf38 C3orf85 C6orf52 C6orf89 C7orf50 C8orf33 C9orf85 CACTIN CACYBP CALCOCO1 CALCRL-AS1 CALM2 CALM3 CALU CAMK2D CARD8 CARD8-AS1 CASP9 CBFB CCAR2 CCDC103 CCDC124 CCDC142 CCDC146 CCDC159 CCDC163 CCDC174 CCDC191 CCDC22 CCDC59 CCDC86 CCDC97 CCN1 CCNC CCNI CCNL2 CCT4 CCT6B CCT7 CCZ1 CCZ1B CCZ1P1 CDC123 CDCA2 CDCA7 CDK11B CDK12 CDK5RAP1 CDK7 CDKAL1 CDKL3 CDKN2AIPNL CDKN2C CENPP CENPS CENPS-CORT CENPW CEP44 CEP57L1 CEP63 CEP76 CEP89 CERNA3 CFAP20 CFAP410 CFAP52 CFAP57 CFAP68 CFAP69 CGB2 CGGBP1 CHCHD1 CHD8 CHFR CHFR-DT CHML CHMP1B CHMP4A CHTF8 CHUK CHUK-DT CIAO3 CIAPIN1 CIDECP1 CKAP5 CKMT2-AS1 CLASRP CLCN3 CLK3 CLN3 CLPTM1 CLPX CLTC CLUAP1 CMSS1 CNBD2 CNEP1R1 CNIH3 CNOT10 CNOT2 CNOT9 COA1 COASY COIL COMMD1 COMMD2 COMMD3 COMMD4 COMMD5 COMMD9 COPS7B COPS8 COPS8-DT COQ3 COQ4 COQ5 COQ9 COX16 COX19 COX6C COX7A2 COX7A2L COX7B CPEB4 CPNE2 CRBN CREBL2 CRY1 CRYBG2 CRYZ CSTF1 CSTF2 CSTF2T CSTPP1 CTBS CTDP1 CTDP1-DT CTNNB1 CTR9 CTSA CUL4A CWC22 CWC25 CWF19L1 CWF19L2 CXXC1 CYB561D1 CYB5RL CYREN DBNL DBR1 DCP1A DCTN5 DDX1 DDX18 DDX31 DDX51 DDX55 DDX60L DEDD2 DEPTOR DFFA DGCR8 DHDDS DHODH DHRSX DHX33 DHX33-DT DHX36 DHX40 DIABLO DLAT DMAP1 DNAAF10 DNAAF11 DNAJB11 DNAJB12 DNAJC1 DNAJC16 DNAJC18 DNAJC25 DNAJC25-GNG10 DNAJC30 DNAJC7 DNLZ DNM1P35 DNTTIP2 DOHH DPAGT1 DPCD DPH1 DPM3 DPY19L4 DRG2 DTL DUS2 DYNC2H1 DYNC2I2 DYNC2LI1 DZANK1 EAF1 EBNA1BP2 ECD ECE2 ECHDC1 ECSIT EDC3 EDC4 EEF1A1P23 EEFSEC EFCAB7 EFTUD2 EHMT1 EIF1AD EIF2A EIF2B1 EIF2B5 EIF2B5-DT EIF2D EIF2S1 EIF3E EIF3F EIF3G EIF3H EIF4E EIF4E2 EIF5A ELF1 ELMOD3 ELP3 EMC2 EMC3 EMC3-AS1 EMC4 EME1 EME2 EMG1 ENDOV ENPP3 ENSG00000232995 ENSG00000233223 ENSG00000272008 ENSG00000278390 EOGT EOGT-DT ERBB2 ERCC5 ERH ERI1 ERI3 ERLEC1 ERLIN2 ESF1 ESS2 ETAA1 EXD2 EXO1 EXOC1 EXOC2 EXOC4 EXOSC1 EXOSC3 EXOSC8 FAAP24 FADS2 FAF1 FAHD1 FAM114A2 FAM117A FAM118B FAM135A FAM149B1 FAM162A FAM185BP FAM187A FAM200A FAM210A FAM21EP FAM21FP FAM220A FAM228B FAM50B FAM83A-AS2 FAM98B FAM9B FANCD2 FARS2 FARSA FASTKD2 FBXL12 FBXL18 FBXL6 FBXL9P FBXO15 FBXO28 FBXO45 FBXO7 FBXO8 FBXW2 FBXW9 FCF1 FCSK FDX2 FDXACB1 FEM1A FEN1 FIG4 FIZ1 FLAD1 FLT3LG FMC1 FNBP1P1 FNDC3A FOXJ3 FRA10AC1 FRG1 FRG1-DT FRG1CP FRG1GP FRMD1 FRS2 GABARAP GALC GALNT16-AS1 GAN GARS1 GARS1-DT GATB GATC GATM GBA1 GBAP1 GDAP1 GEMIN6 GEMIN7 GFI1B GFM1 GFM2 GGA1 GIHCG GIN1 GINS3 GIRGL GLA GLB1L GLOD4 GLUD1P2 GLUD1P3 GM2A GMFB GNG4 GNL1 GOLGA3 GOLGA8B GOLGB1 GORASP2 GPALPP1 GPATCH3 GPATCH4 GPBP1 GPR107 GPR137 GPR89A GPS2 GRK4 GRPEL2-AS1 GSTCD GTF2B GTF2H1 GTF2H3 GTF2H4 GTF2IP12 GTF2IP20 GTF2IRD1P1 GTF3C3 GTF3C5 GTPBP10 GTPBP3 GUCD1 GUF1 GUSB GUSBP1 GUSBP11 GZF1 HADHA HADHB HAGH HARBI1 HARS1 HARS2 HCG21 HDAC4 HDAC4-AS1 HDAC6 HEATR1 HELQ HEMK1 HERPUD2 HERPUD2-AS1 HEXA HEXA-AS1 HINT3 HIRA HMGB1 HMGXB3 HMOX2 HNRNPA0 HNRNPH2 HOOK2 HPS4 HPS5 HSD11B1L HSF2BP HSPB1P2 HTRA2 HUS1 HYCC2 IDH3B IDH3B-DT IFRD1 IFRD2 IFT74 IFTAP IKBKB-DT IMPACT INO80B INO80B-WBP1 INO80C INTS1 INTS12 INTS14 INTS2 INTS5 INTS7 IPO11 IPO4 IPPK IQCC IQCK IREB2 IRGQ ISLR2 ISY1 ISY1-RAB43 ITFG2-AS1 ITGA7 ITGB3BP JAGN1 JMJD4 JPX JRK KAT14 KAT5 KAT7 KATNAL1 KATNB1 KBTBD4 KBTBD6 KCNH2 KCTD10 KCTD16 KCTD2 KCTD5 KCTD9 KDM5C KDM8 KIAA0825 KIAA1143 KIF15 KIF9 KLHDC4 KLHDC9 KLHL12 KLHL18 KLHL20 KLK2 KMT2D KNOP1 KRR1 KRT18P33 LAMP1 LAMTOR3 LAMTOR5 LAMTOR5-AS1 LAPTM4A LAPTM4A-DT LARP4 LARS2 LAS1L LCORL LDAH LEMD2 LIAS LINC00115 LINC00449 LINC00523 LINC00630 LINC00667 LINC00680 LINC00680-GUSBP4 LINC00690 LINC00824 LINC00888 LINC01098 LINC01128 LINC01287 LINC01347 LINC01409 LINC01547 LINC01666 LINC01732 LINC02842 LINC02882 LINC03016 LL22NC03-63E9.3 LMAN2 LOC100505915 LOC124904669 LONP2 LRP4-AS1 LRP6 LRRC37A5P LRRC40 LRRC59 LRRFIP2 LSG1 LSM10 LTA4H LTN1 LTO1 LTV1 LUC7L LUC7L2 LYRM4 LYST LZIC LZTFL1 MACC1 MAF1 MAGOH MAGOH-DT MAIP1 MALSU1 MAN2C1 MANBAL MAP2K1 MAP3K7 MAPKAPK5 MAPKAPK5-AS1 MAPRE2 MARCHF7 MARCHF8 MARK4 MASTL MAU2 MBD3L1 MBTPS2 MCAT MCEE MCF2L2 MCM7 MCM8 MCMBP MCRS1 MCTS1 MDGA1 MDH1 MDH1B MECOM MED15 MED18 MED19 MED23 MED24 MED27 MED28 MED28-DT MED8 MEF2A MEN1 METTL15 METTL17 METTL25 METTL2B METTL4 METTL6 METTL7B METTL9 MFAP3 MFF MFF-DT MFN2 MGRN1 MICOS13 MIGA1 MINCR MIPEP MIR3928 MIR4512 MIR4519 MIR4727 MIR4766 MIR5091 MIR5188 MIR548AW MIR762HG MIS18A MITD1 MIX23 MKLN1-AS MKRN2 MKRN3 MLEC MMACHC MNAT1 MORC1 MORC2 MPHOSPH10 MPLKIP MPZL3 MRM3 MRPL1 MRPL13 MRPL16 MRPL20 MRPL20-AS1 MRPL22 MRPL27 MRPL3 MRPL30 MRPL33 MRPL37 MRPL39 MRPL40 MRPL42 MRPL44 MRPL45P1 MRPL47 MRPL48 MRPL53 MRPL54 MRPL55 MRPL9 MRPS15 MRPS18C MRPS22 MRPS23 MRPS31 MRPS31P4 MRPS31P5 MRPS33 MRPS34 MRPS35 MRPS35-DT MTBP MTERF1 MTERF4 MTF2 MTFR2 MTIF2 MTLN MTMR4 MTMR9 MTO1 MTOR MTPAP MTPN MTRF1 MTTP MTX2 MYL12-AS1 MYL12B MYO3B-AS1 MZT2A MZT2B NAA20 NABP2 NAF1 NAGPA NAPG NAT10 NBAS NBPF25P NCAPD3 NCBP2 NCBP2AS2 NCLN NCOA4 NDC1 NDC80 NDOR1 NDUFA11 NDUFA12 NDUFA7 NDUFA9 NDUFAF1 NDUFAF5 NDUFB3 NDUFB5 NDUFB6 NDUFB7 NDUFC2 NDUFC2-KCTD14 NDUFS3 NDUFS7 NDUFV1 NDUFV1-DT NDUFV3 NECAP2 NEK1 NEK2 NELFA NEURL2 NFE2L1 NFKBIL1 NFS1 NFX1 NGDN NHP2 NKAP NKAPD1 NKAPP1 NME1 NME1-NME2 NME7 NMNAT1 NMRAL1 NOC3L NOC4L NOL12 NOL7 NOL8 NOP10 NOP14 NORAD NPHP1 NR1H3 NR2C1 NRAS NRBF2 NRDE2 NSA2 NSMCE2 NSUN2 NSUN6 NUCKS1 NUDCD3 NUDT19P5 NUDT5 NUF2 NUFIP1 NUFIP2 NUP107 NUP107-DT NUP133 NUP133-DT NUP153 NUP155 NUP205 NUP54 NUP85 NUTM1 NVL NXT2 OAZ3 ODAD3 OPA1 OPLAH OPN3 ORMDL3 PALB2 PANK4 PARG PARGP1 PARL PATL1 PAXBP1 PCCB PCID2 PCLAF PCM1 PCSK6 PCSK6-AS1 PCYOX1L PDCD7 PDE12 PDE6D PDSS1 PEF1 PEF1-AS1 PEMT PES1 PET117 PEX13 PEX14 PEX16 PEX26 PEX3 PFDN4 PFDN6 PFKM PGAP3 PGS1 PHAX PHB2 PHF5A PIGG PIGL PIGT PIH1D2 PIN4 PINX1 PINX1-DT PITHD1 PLAA PLD3 PLEKHM3 PMF1 PMF1-BGLAP PMPCB PNKD PNO1 POC1B POC1B-GALNT4 POGZ POLD3 POLDIP2 POLL POLR1F POLR1H POLR1HASP POLR2C POLR2J POLR2J3 POLR2J4 POLR2K POLR2M POLR3A POLR3B POLR3C POLR3F POM121 POP4 PPCDC PPIG PPIL4 PPIP5K2 PPP1R12B PPP1R12C PPP1R37 PPP2R3B PPP4R1L PPP4R3B PPP4R3B-DT PPP5D1P PPP6C PPT1 PRADC1 PRAME PRANCR PRIM2 PRKAB2 PRKCI PRKCSH PRMT3 PRMT7 PRPF18 PRPF31 PRPF40B PRPSAP1 PRR14 PRR3 PRSS30P PRXL2B PSCA PSMA1 PSMB1 PSMB3 PSMB7 PSMC3 PSMD3 PSMD6 PSMD8 PSME3 PSMF1 PSMG2 PSMG3 PSMG3-AS1 PSTK PTPN11 PTPN21 PUM3 PUS10 PWP1 PXN-AS1 QRSL1 QTRT1 QTRT2 RAB18 RAB2B RAB30 RAB30-DT RAB3D RABAC1 RABGGTA RAD1 RAD17 RAD51AP1 RAD51B RAD51C RAD54L RAG1 RALA RANBP10 RANBP2 RANBP6 RBBP4 RBBP5 RBL1 RBM28 RBM42 RBM45 RBSN RCAN1 RECQL5 RER1 RETSAT REX1BD REXO4 RFC3 RFC4 RGS5 RIF1 RIMOC1 RIN3 RLF RMDN3 RNA5SP21 RNA5SP473 RNF115 RNF14P2 RNF185 RNF187 RNF213-AS1 RNF216 RNGTT RNMT RNPC3 RNPC3-DT RNU6-271P RNU7-27P ROMO1 RPA3 RPF1 RPF2 RPIA RPL18 RPL23AP53 RPL26 RPL29 RPL32P3 RPL36 RPL37 RPL4 RPL6 RPL9 RPLP0 RPS14 RPS20 RPS25 RPS26 RPS28 RPS3 RPS3A RPS6KC1 RPS7 RPSAP31 RPTOR RPUSD2 RPUSD4 RRAGA RRAGC RRAGC-DT RRM1 RRN3 RRP15 RRP1B RRP36 RTEL1 RTEL1-TNFRSF6B RTF2 RTN4IP1 RTTN RUVBL1 S100PBP SAMM50 SAP30BP SAR1B SART1 SAXO1 SCAND1 SCAP SCG3 SCO1 SCP2 SCYL3 SDAD1 SDHB SEC11A SEC11C SEC13 SEC14L1 SEC22B SEC23IP SEC24C SECISBP2 SELENOH SELENOOLP SENP1 SENP7 SEPSECS SEPSECS-AS1 SEPTIN7P13 SEPTIN7P14 SERP1 SESN1 SETDB1 SF3A3 SF3B6 SFSWAP SFTA2 SHARPIN SIKE1 SIN3B SKIC3 SKIC8 SLC24A1 SLC25A26 SLC27A5 SLC35A1 SLC35A3 SLC35A5 SLC35B1 SLC35E1 SLC36A1 SLC38A6 SLC38A9 SLC39A3 SLC39A9 SLC44A1 SLC4A1AP SLC52A2 SLC7A6OS SLC9A1 SLF1 SLIRP SLMAP SLX9 SMAP2 SMARCAD1 SMARCAD1-DT SMARCD2 SMC3 SMG5 SMG7 SMG7-AS1 SMG8 SMIM12 SMIM13 SMIM20 SMIM30 SMPD4 SMPD4BP SMTN SNAP47 SNAPC5 SNHG11 SNHG17 SNHG20 SNHG25 SNIP1 SNORA50C SNORD104 SNORD15A SNORD54 SNRNP27 SNRNP35 SNRPB SNRPC SNRPD1 SNRPD3 SNRPE SNRPF SNRPF-DT SNU13 SOCS1 SP2 SP2-DT SP8 SPAST SPATA2 SPATA5L1 SPDYE1-AS1 SPHK2 SPNS1 SPPL3 SPTLC1 SRD5A1 SREK1 SRGAP3 SRP54 SRP54-AS1 SRRD SRRM5 SRSF11 SSNA1 SSU72 ST3GAL2 ST7 ST7-AS1 ST7-OT4 STAM STAM-DT STAM2 STARD10 STAT6 STEEP1 STK16 STMN3 STOML2 STRADB STRIP1 STX16 STX16-NPEPL1 STX18 STX18-AS1 STX8 SUB1 SUCLG1 SUDS3 SUGCT SUGP1 SUMF1 SUPT16H SUPT7L SYT12 SZT2 TAB3 TACO1 TADA1 TAF11 TAF13 TAF1C TAF2 TAF3 TAF9 TARDBP TARS2 TBC1D13 TBC1D2 TBCCD1 TBCD TBCEL TBCK TBL3 TBP TBPL1 TDG TEFM TELO2 TENT2 TEX14 TFAP2A TFCP2 TFIP11 TFIP11-DT TFPT THAP1 THAP8 THEM4 THG1L THTPA THUMPD1 THUMPD3 TIGD1 TIGD4 TIGD6 TIMM10 TIMM21 TIMM23 TIMM23B TIMM29 TIMMDC1 TIMMDC1-DT TIPIN TJAP1 TM2D3 TM9SF2 TMA16 TMCO1 TMCO1-AS1 TMED1 TMED10 TMED9 TMEM101 TMEM109 TMEM109-DT TMEM128 TMEM131 TMEM14B TMEM167B TMEM167B-DT TMEM18 TMEM184C TMEM184C-DT TMEM199 TMEM203 TMEM205 TMEM208 TMEM230 TMEM237 TMEM242 TMEM242-DT TMEM245 TMEM248 TMEM258 TMEM39A TMEM41A TMEM79 TMEM9B TMEM9B-AS1 TMX2 TNIP1 TNPO2 TNPO3 TOMM22 TOMM22-DT TOMM40L TOMM5 TOP3B TOR1A TOR1AIP1 TOR1B TOX4 TPI1P2 TPRKB TRAF6 TRAK2 TRAPPC4 TRAPPC9 TRDMT1 TRIAP1 TRIP4 TRMT10A TRMT10C TRMT44 TRMT5 TRMT6 TRMT61B TRMU TRPC4AP TRUB1 TRUB2 TSC1 TSEN15 TSFM TSKU TSKU-AS1 TSN TSNAXIP1 TSPYL6 TSR2 TTC1 TTC13 TTC26 TTC31 TTC32 TTC32-DT TTC4 TUBGCP6 TULP2 TUT1 TVP23B TXN2 TXNL1 TYW3 TYW5 U2SURP UBA5 UBAP2L UBB UBC UBE2I UBE2Q1 UBE3B UBE4A UBL5 UBP1 UBQLN1 UBQLN1-AS1 UBXN2B UBXN6 UFC1 UFSP1 UMAD1 UMPS UQCC1 UQCC4 UQCC6 URB1 URB1-AS1 USE1 USP30 USP31 USP37 USP40 USPL1 UTP20 UTP4 UVRAG UVRAG-DT VAC14 VARS2 VCPKMT VMAC VPS13B VPS13B-DT VPS25 VPS26A VPS26B VPS41 VPS4B VPS50 VPS51 VPS54 VPS72 VTI1A VWA8 VWA8-AS1 WARS1 WASHC2A WASHC2C WASHC5 WDPCP WDR13 WDR24 WDR25 WDR26 WDR31 WDR36 WDR37 WDR4 WDR46 WDR53 WDR62 WDR70 WDR77 WDR83 WDR83OS WDSUB1 WIPF2 WSB1 WTAP WWP2 XYLB YAE1 YAE1-DT YARS1 YBX1 YIPF2 YIPF5 YJU2 YKT6 YME1L1 ZBED5 ZBED5-AS1 ZBTB17 ZBTB40 ZBTB6 ZBTB8OS ZC3H18 ZC3H6 ZC3HC1 ZCCHC24 ZCCHC7 ZCCHC9 ZDHHC16 ZDHHC5 ZDHHC6 ZDHHC7 ZER1 ZFHX2 ZFPM2-AS1 ZGPAT ZKSCAN2 ZKSCAN3 ZKSCAN4 ZMAT2 ZNF131 ZNF133 ZNF16 ZNF165 ZNF197 ZNF197-AS1 ZNF2 ZNF200 ZNF205 ZNF212 ZNF213-AS1 ZNF221 ZNF223 ZNF23 ZNF26 ZNF263 ZNF266 ZNF268 ZNF292 ZNF3 ZNF317 ZNF331 ZNF335 ZNF391 ZNF394 ZNF396 ZNF397 ZNF408 ZNF417 ZNF426 ZNF426-DT ZNF461 ZNF484 ZNF490 ZNF497-AS1 ZNF501 ZNF502 ZNF507 ZNF514 ZNF524 ZNF526 ZNF546 ZNF558 ZNF561 ZNF561-AS1 ZNF562 ZNF576 ZNF580 ZNF581 ZNF596 ZNF614 ZNF623 ZNF629 ZNF644 ZNF688 ZNF689 ZNF721 ZNF770 ZNF785 ZNF791 ZNF805 ZNF830 ZNF846 ZNHIT3 ZNRD2 ZNRD2-DT ZSCAN12 ZSCAN16-AS1 ZSCAN21 ZSCAN25 ZSCAN31 ZSCAN9 ZSWIM8 ZWILCH DLX2_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DLX2_TARGET_GENES A1CF ABCA15P ACAA1 ACAA2 ADD3 AGPS AGR3 AHR AKAP13 AKAP9 ALDH18A1 ANAPC7 ANK3 AP4E1 ARHGAP26 ARHGAP32 ARID5B ARL14 ARRDC3-AS1 ASTE1 ATG4C ATP2C1 BCL2L14 BCL2L15 C17orf67 C1orf105 C1orf21 C1orf226 C21orf62-AS1 CAP1 CAPZA2 CASD1 CASP10 CASP8 CCDC115 CCDC159 CCDC192 CDC14B CDH17 CEP120 CEP83 CFDP1 CFTR CIB1 CLCN3 CLIP1 CLNK CLRN3 COL17A1 CTDSPL DCUN1D4 DMXL2 DNAH11 DNM2 DNMBP DNTTIP2 DRAIC DUT EFCAB14 ELL3 ELOCP19 ELP3 EML6 ENC1 ENSG00000228697 ENSG00000266401 ENSG00000268460 EPS8 ERAP1 EVA1A-AS FAM47E FERMT1 FERMT2 FOXD1-AS1 GAPDHP25 GARNL3 GCNT3 GDPGP1 GLRX GNAL GPR160 H2AC7 H2BC5 H2BC7 HEG1 HINT2 HMGN2P46 HMOX1 HNMT HNRNPKP5 HOXA-AS3 HOXA3 HOXC6 HPGD HSD17B2 ICA1 IFT46 IGFL2-AS1 IL10RB ILRUN IMP4 INO80 IQCG IRS1 ITGB5 JMJD1C JMY KAZN KCNK1 KHDC4 LAMA3 LEKR1 LIMA1 LINC00365 LINC00431 LINC00511 LINC00974 LINC01133 LINC01275 LINC01588 LINC01619 LINC01730 LINC02253 LINC02453 LINC02474 LINC02541 LINC02889 LINC02924 LMO7 LRRC1 LRRC41 LRRC66 LTBP1 LUC7L2 LURAP1L-AS1 MALSU1 MAPK6 MBP MEF2C MGAM2 MGC32805 MIR194-1 MIR194-2HG MIR223HG MIR638 MLLT3 MPZL1 MTIF3 MTMR11 MUC13 MYO10 MYOF NAALADL2 NASP NFKBIZ NGDN NME1 NME1-NME2 NOD1 NOX1 NPM1 NR5A2 NRXN1 NWD1 NXN NXPE1 NXPE4 OAS1 PANK3 PAXBP1 PDE4D PDHX PEX13 PGM3 PHF12 PHYKPL PIERCE2 PIGC PIM1 PIP5K1B PIPOX PJA2 PLAC8 PLCB1 PMVK POMP PPFIBP2 PPP2R2A PRDM1 PRKCI PRLR PRR13P5 PRR5L PSME2P3 PURB R3HDM2-DT RAB13 RAD50 RAPGEF6 RBM47 REG4 REPIN1 REXO2 RGS17P1 RIOK2 RN7SKP192 RN7SKP193 RN7SL108P RND3 RNF125 RNF144A RNF145 RNF186-AS1 RNU4-72P RNU5D-1 RNU5E-1 RNU6-1301P RNU6-952P RPF1 RPL34P1 RPL35A RPL39P40 RPL7L1P8 RPS27A RPS27L RPSAP75 S100A16 SCARA5 SCOC SELENOP SEMA3C SEPTIN8 SETD5 SGO2 SH2D5 SIRT4 SLC30A10 SLC9A1 SLCO2B1 SMAD3 SMAD3-AS1 SMIM31 SNAP23 SNORC SNORD13 SP110 SPATS2L SPINK5 SPRED2 SPSB1 SRI STARD4 SUCLA2 SUMF2 SYNE2 SYTL5 TBL1XR1 TBRG4 TDP2 TERF2 TGS1 THADA TMCC1 TMEM39A TMEM8B TMOD3 TMPRSS4 TNRC18 TRIM31 TRIO TSPAN8 TTI2 UQCRH UST-AS2 UTRN VCPIP1 VILL VMP1 VTRNA1-1 VTRNA1-2 VWA8 WSB2 XPNPEP1 YAE1 YAP1 YJU2 ZC3H12D ZCCHC14 ZNF106 ZNF217 ZNF775 DLX4_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DLX4_TARGET_GENES AAAS AAR2 AARS2 AASS ABCB8 ABCE1 ACAD11 ACAD9 ACO2 ACOT8 ACP2 ACTR6 ADAL ADAP2 ADGRF3 AGR2 AHCYL2 AHR AIMP1 AKAP13 ALDH1A2 ALDH6A1 ALG1 ALG2 ALKBH2 ALKBH3 ANAPC10 ANKIB1 ANKRD17 AP3S2 APTX ARFIP1 ARFIP2 ARHGAP1 ARHGAP11B-DT ARHGAP32 ARID3B ARIH1 ARL1 ARL14 ARL4A ARMC1 ARMC8 ARSK ASB7 ATAD2B ATG14 ATG3 ATG4C ATP5MF ATP5MF-PTCD1 ATP5MG ATP5PB BABAM1 BANF1 BBIP1 BCAR3 BCAS2 BCKDHA BET1 BLOC1S1 BLZF1 BMS1P4 BMS1P4-AGAP5 BMT2 BNIP1 BNIP2 BORCS8 BORCS8-MEF2B BPGM BRF2 BUB1B BYSL C12orf4 C12orf76 C19orf53 C1orf109 C1orf21 C2CD2L C2orf49 C2orf49-DT C4orf19 C5orf24 C9orf43 CAB39L CACTIN CAMK2D CASP8 CASP9 CCAR2 CCDC103 CCDC163 CCDC191 CCDC47 CCDC77 CCDC97 CCT6B CCT8 CD70 CDC14B CDH17 CDK11A CDK12 CDK13 CDK17 CDK5RAP1 CDKAL1 CDKL3 CELSR2 CENPK CENPL CENPP CEP120 CEP162 CEP44 CETN3 CFAP410 CHASERR CHCHD2 CHP1 CIDECP1 CIR1 CLASP1 CLCN3 CLDN12 CLDN7 CLP1 CLPTM1 CLTC CMSS1 CNOT1 CNST COG5 COMMD3 COMMD4 COPS4 COPS5 COPS7A COQ4 CORO7 COX16 COX7A2 CREB3L2-AS1 CSNK1G1 CSPP1 CWC25 CWF19L1 CWF19L2 CYP4F12 DARS2 DCAF17 DDIAS DDX19A DDX19A-DT DDX19B DDX21 DDX23 DDX41 DDX42 DDX5 DENND4A DEPDC1-AS1 DHDDS DHX16 DHX29 DLD DMAC2 DMTF1 DMXL2 DNAAF10 DNAJA3 DNAJB11 DNAJB4 DNAJC16 DNAJC19 DNAJC2 DNMBP DNTTIP2 DPAGT1 DPH3 DPH6-DT DPM1 DRAIC DSG1-AS1 DTWD1 DZANK1 ECD EDEM2 EED EFCAB14 EFCAB7 EFTUD2 EHHADH EIF1AD EIF3F EIF3H EIF3K ELF1 ELL3 ELOC ELP3 EMC3 EMC3-AS1 EMC4 EMG1 ENDOV ENSG00000187951 ENSG00000233223 ENSG00000255647 ENSG00000274015 EPS8 ERAL1 ERAP2 ERCC5 ERCC8 ERH ESYT1 ETF1 ETV6 EXD1 EXO1 EXOSC5 EXOSC9 FAM135A FAM149B1 FAM187A FAM216A FAM222B FAM227B FAM228B FAM98B FANCD2 FANCM FARSB FASTKD2 FAU FBXL9P FBXO38 FBXO38-DT FBXO45 FBXO8 FCF1P7 FCRL4 FEM1A FERMT2 FEZ2 FGF7 FKBP15 FKBP3 FNBP1P1 FNDC3A FNTB FTSJ3 FTX FUBP1 FUZ GAPDHP25 GAR1 GAR1-DT GARS1 GAS5 GBA1 GBF1 GCDH GCNT3 GEMIN2 GET3 GFM2 GGA1 GIN1 GIPC2 GIRGL GLOD4 GLUD1P3 GLYCTK GMPR2 GNL1 GOLGA3 GOLGB1 GORAB GORAB-AS1 GPALPP1 GPAM GPATCH3 GPBP1 GPI GPN3 GPNMB GRN GRWD1 GTF2E1 GTF2F2 GTF2H1 GTF2H4 GTF2IRD1P1 GTF3C3 GTF3C5 GTPBP10 GTPBP3 GTPBP8 GTSE1 GTSE1-DT GUF1 H1-2 H2AC12 H2AC15 H2AC17 H2BC11 H2BC13 H2BC15 H2BC17 H2BC5 H2BC9 H3C12 H3C6 H3C7 H4C16 H4C2 H4C5 HACL1 HAUS2 HAUS6 HAVCR2 HAX1 HBP1 HDAC6 HEG1 HELQ HIBADH HIBCH HINT1 HINT3 HMG20A HMGN2P46 HNMT HNRNPH1 HOXA-AS2 HOXA-AS3 HPS5 HS2ST1 HTD2 HYCC2 ICE2 IDH3B IDH3B-DT IFRD1 IFTAP IL23A ILF2 ING3 ING4 IPO11 ITGA7 ITGB3BP IWS1 KBTBD4 KCNK1 KCTD10 KCTD16 KCTD5 KDM5A KNL1 KNTC1 KRIT1 KRR1 KTI12 LAMA3 LAPTM4A LAPTM4A-DT LCMT1 LCMT1-AS1 LCMT2 LEO1 LGALSL LIAS LIN52 LIN7C LINC00543 LINC00992 LINC01623 LINC01954 LINC02100 LINC02253 LINC02889 LINS1 LIX1L-AS1 LNP1 LRRC28 LRRC40 LRRC57 LSM8 MACC1 MAGOHB MAN2C1 MANCR MAP3K11 MAP3K13 MAP3K7 MAP4K1 MAPK6 MAU2 MCCC1 MCCC2 MCEE MDH1 MDH1B MED19 MED20 MED24 MED7 MEF2C MEIS2 METTL3 METTL8 MFAP1 MGC32805 MICOS10 MICOS10-DT MICOS10-NBL1 MIR22HG MIR3661 MIR4727 MITD1 MIX23 MMACHC MOCS3 MPHOSPH10 MRM3 MRPL11 MRPL13 MRPL30 MRPL35 MRPL46 MRPL48 MRPL49 MRPL51 MRPS11 MRPS18C MRPS22 MRPS31P4 MRPS31P5 MRPS35 MRS2 MSL2 MTBP MTFR2 MTMR4 MTMR9 MTOR MTRF1 MUL1 MYL12B NAGK NAGPA NAIF1 NCAPD2 NCOA7 NDUFA4 NDUFAF2 NDUFB3 NDUFB6 NDUFS3 NEDD8 NEDD8-MDP1 NEK2 NEK2-DT NFX1 NFYC NGDN NHP2 NIF3L1 NIFK-AS1 NKAPD1 NME7 NOL11 NOL6 NOL8 NOP10 NOSTRIN NR1H3 NSA2 NSRP1 NSUN6 NUBP2 NUBPL NUBPL-DT NUCKS1 NUDCD3 NUDT6 NUFIP1 NUP155 NUP205 NUP42 NUTM1 NXT2 OAS1 OGDH OS9 OXA1L OXA1L-DT OXNAD1 PACSIN2 PADI4 PAIP2B PAN2 PANK3 PARK7 PCDH12 PCM1 PCNP PCNX3 PDCD10 PDE12 PDE4D PEAK1 PET100 PEX13 PFAS PFDN1 PFDN6 PFKM PHB1 PHB2 PHF5A PIGT PIH1D2 PIK3C3 PIP5K1B PIWIL2 PMS2P3 PNISR PNO1 PNPT1 POC1B POC1B-GALNT4 POC5 POLB POLDIP2 POLE3 POLQ POLR1H POLR1HASP POLR3A POLR3B POLR3F PPHLN1 PPIG PPIL3 PPIP5K2 PPOX PPP1R11 PPP1R37 PPP2CA PPRC1 PPWD1 PRCP PRR13P5 PRR3 PSMB1 PSMB2 PSMB3 PSMB7 PSMC2 PSMC5 PSME2P3 PSME3 PTCD1 PTRH2 PUM3 PURB PUS10 QPCTL QTRT2 RAB2B RAB3GAP1 RABL3 RACK1 RAD51AP1 RAD51C RALGAPB RBBP5 RBFOX2 RBM15 RBM15-AS1 RBM19 RBM22 RBM25 RBM28 RBM8A RECQL5 REEP4 REV3L RFXANK RHOC RIMOC1 RN7SKP192 RN7SL346P RNF111 RNF145 RNF167 RNF213-AS1 RNU5A-1 RNU5D-1 RNU5E-1 RNU7-27P RPIA RPL14 RPL23 RPL39P40 RPL41 RPL6 RPL7L1 RPL9 RPLP1 RPP14 RPRD1B RPS13 RPS26 RPS27L RPS6KB1 RPS9 RPTOR RRP15 RSRC1 RSRC2 RTEL1 RTEL1-TNFRSF6B RUFY3 SAP30BP SART1 SCAMP3 SCRN3 SCYL3 SDCCAG8 SDF2 SDHD SDR39U1 SEC22B SEC23B SEC24A SEC61B SELENOF SELENOH SELENOI SELENOP SEM1 SEMA3C SEMA5A SENP1 SERPINI1 SF3B5 SF3B6 SH2B1 SH2D3A SH3RF2 SHISA5 SHOC2 SKIC3 SKIC8 SLC25A11 SLC25A25 SLC25A36 SLC27A5 SLC30A4-AS1 SLC31A1 SLC35A5 SLC35B1 SLC39A9 SLC4A1AP SLC50A1 SMARCAD1 SMARCAD1-DT SMCR8 SMG8 SMIM31 SMU1 SNAP23 SNHG21 SNORA21 SNORD13 SNORD16 SNORD18A SNORD95 SNRNP27 SNRPB SNRPD2 SOX2-OT SPATA5 SPINK5 SPSB3 SRI SRP54 SRP54-AS1 SRSF1 SRSF11 STAM STAM-DT STMN3 STOML2 STX19 SUCO SUGP1 SUGT1 SUN1 SUPT6H SUPT7L SUPV3L1 SYF2 TACO1 TAF2 TAF6L TARS2 TAX1BP1-AS1 TBC1D15 TBCCD1 TBCK TBL1XR1 TBP TBRG4 TDG TEFM TEX14 TFB2M TFIP11 TFIP11-DT THADA TICRR TIGD4 TIMM10B TIMM22 TIMM8B TLE4 TM4SF4 TMEM183A TMEM199 TMEM208 TMEM242 TMEM242-DT TMEM248 TMEM267 TMEM39A TMEM41B TMEM70 TMEM94 TMF1 TMIGD1 TMX2 TOB1 TOMM40 TOMM7 TOP3A TOX4 TP53 TPM1-AS TPP1 TPRKB TRAF3IP2-AS1 TRIM4 TRIM5 TRMO TRMT1 TRMT10C TRMT12 TRUB2 TSFM TSPAN8 TSPEAR-AS2 TTC1 TTC23 TTC26 TTC32 TTC32-DT TTI1 TTI2 TUBD1 TUT1 UBA5 UBC UBE3B UBE4A UBN2 UBQLN1 UBQLN1-AS1 UFC1 UNC5B-AS1 UQCC1 UQCC4 UQCC6 USP3 USP53 USP54 UTP23 UTP3 VARS2 VASP VCPIP1 VMP1 VPS33A VPS33B VPS33B-DT VPS4B VTA1 VTI1A WDPCP WDR36 WDR46 WDR53 WDR55 WDR5B WDR5B-DT WDR77 WDR82 WDR83 WDR83OS WDR89 WRAP53 XAB2 XPNPEP1 XPO1 XPO6 XRCC5 YAE1 YARS2 YIPF5 YJU2 YLPM1 ZBTB37 ZC3H10 ZC3HC1 ZCRB1 ZDHHC5 ZDHHC6 ZFYVE26 ZMAT2 ZNF106 ZNF12 ZNF131 ZNF165 ZNF169 ZNF17 ZNF181 ZNF19 ZNF213 ZNF213-AS1 ZNF217 ZNF271P ZNF384 ZNF408 ZNF425 ZNF580 ZNF581 ZNF687 ZNF770 ZNF79 ZNF830 ZNRD2 ZNRD2-DT ZRANB2 ZRANB2-DT ZSCAN21 ZSCAN30 ZSWIM3 ZW10 ZZZ3 DLX6_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DLX6_TARGET_GENES AARS1 ABCB9 ABHD11 ACAD9 ACTMAP ACY3 ADAMTSL4-AS1 ADCY9 AFG1L AHSA1 AKAP9 ALDH1A2 ALDH2 ALG2 ALG8 ALKBH1 ANAPC7 AP1AR AP2B1 AP5Z1 APBB3 ARHGEF2 ARHGEF2-AS2 ARID4A ARMH4 ARPC5L ARRDC3 ARRDC3-AS1 ASF1B ATG101 ATG4C ATP6AP1L ATP6V1A ATP6V1E2 ATP6V1G1 ATP6V1G2 ATP6V1G2-DDX39B ATPSCKMT ATXN2L B3GALT5-AS1 BANP BCL3 BECN1 BISPR BNIP2 BRCA1 BRCA2 BRD9 BST2 BUD31 C17orf49 C19orf33 C2orf88 CALM3 CALML4 CAMKMT CAND1 CAPG CAPZA1 CBR1 CBR4 CBR4-DT CBX3 CCAT2 CCDC124 CCDC28A CCDC28A-AS1 CCDC9B CCNB1 CCPG1 CDC123 CDC42EP4 CDC42SE1 CDHR2 CDK4 CDKN1B CENPP CEP120 CEP95 CFAP107 CFAP92 CHASERR CHD1 CISD3 CITED2 CKS1B CLASP1 CLDN12 CLDN7 CLHC1 CLIC1 CMBL CMSS1 CNOT1 CNOT2 CNPPD1 CNPY2-AS1 CNTD1 COASY COG4 COPS5 COQ7 COQ7-DT COX7A2L CPEB4 CRYBG2 CS CSNK2A1 CSNK2B CSPP1 CSRP1 CTC-338M12.4 CTDP1 CUL5 CWC27 CXCL2 CYP1B1-AS1 DAGLB DANCR DAZAP2 DCAF17 DDX39B DDX39B-AS1 DDX3X DDX5 DEDD DELE1 DHFR DLGAP1-AS2 DMTF1-AS1 DNAAF5 DNAJA3 DNAJC27-AS1 DNAJC7 DSN1 EARS2 EDC3 EFNA1 EHD1 EHF EIF3B EIF6 ELOB EMC4 EME1 ENO1 ENSG00000233223 ENSG00000266401 ENSG00000268460 ENTPD1-AS1 ESRP2 ETS2-AS1 EXD2 FADS2 FAF2 FAM13A FAM174C FAM219B FAM83C-AS1 FAM98B FARSB FBXL19 FEM1A FEN1 FER FMC1 FMC1-LUC7L2 FPGS FTH1 FTSJ3 G3BP1 G3BP2 GART GET3 GHITM GMPR2 GNPDA1 GOLGA3 GOLPH3 GOT1-DT GPA33 GPAM GPANK1 GPR19 GPRC5A GSAP GSPT1 GTF2A1 GTF2A1-AS1 GTF2I GTF2IRD1 GTPBP2 H2AC16 H2AC6 H2BC10 H2BC16P H3-3B H3C8 H4C13 HAX1 HDAC1 HDGF HERPUD1 HEXA HINT1 HIRIP3 HKDC1 HM13-AS1 HMG20A HMGB1 HMGCR HNF4A HNRNPA2B1 HOXA10-AS HOXA11 HOXA11-AS HOXA3 HOXB9 HOXC-AS2 HYAL3 IBTK ICA1-AS1 ID1 IDH3A IGHV3-19 IL23A IL5 IMMP1LP1 INAVA ING3 INO80E JMY KAZALD1 KBTBD2 KCTD21-AS1 KHDC4 KIAA0319L KIF2C KLF6 KNL1 KPNB1 KPTN KRT8 LAMB3 LARS1 LBX2 LDLR LINC-PINT LINC00886 LINC00910 LINC01764 LINC02026 LINC02313 LINC02363 LINC02453 LINC02688 LINC02889 LINC02960 LNCATV LRPPRC LRRC41 LTBR MAIP1 MALAT1 MAML3 MAP1LC3B MAPKAPK5 MCCC2 MED24 MEGF11 METTL4 METTL8 MGAT1 MIR141 MIR200C MIR200CHG MIR22HG MIR3651 MIR4258 MIR4320 MIR4512 MKLN1 MPDU1 MPG MRPL27 MRPL46 MRPL54 MRPS11 MRPS15 MRPS33 MRRF MSH5 MTIF2 MTPAP MTTP MVB12A MYL11 NAA50 NAA80 NAGLU NAPA-AS1 NAPEPLD NBR1 NCDN NDC1 NDC80 NDUFA4 NDUFA5 NDUFB8 NEDD8 NEDD8-MDP1 NEK9 NEMF NEMP2 NEMP2-DT NFKBIL1 NIFK-AS1 NOD1 NOL8 NOP16 NOP56 NSL1 NSUN2 NUDT5 NXPE2 OGFOD2 OPLAH OSBP OXA1L OXSR1 P2RX4 PAAF1 PAIP2 PAN2 PCBP1 PCBP1-AS1 PDAP1 PDCD4 PDIK1L PDP2 PEAK1 PHLDA2 PIERCE2 PIGB PIGBOS1 PLA2G6 PLOD3 PMEL POLR1G PPFIBP2 PPP1R13L PPP1R14B PPP1R14B-AS1 PPP1R15A PPP1R1B PPP2R3C PPP5D1P PRCC PRDM10 PRDM10-DT PRELID3B PREPL PRKCI PRLR PRORP PRPF31 PSAT1 PSIP1 PSMA3-AS1 PSMA5 PSMB5 PSMC5 PSMD7 PSME3 PTCD2 PTGES3 PTMA PYROXD1 R3HDML-AS1 RAB27A RAB30 RAB30-DT RACK1 RAD50 RALA RBBP4 RBBP5 RBM22 RBM3 RBM39 RBM47 RETREG1 RETREG2 REV3L RFX3 RFX3-DT RHBDD1 RHBDF1 RHOC RHOQ RIC8B RIOK2 RNA5SP396 RNF13 RNF6 RNH1 RNU4-86P RNU5D-1 RNY1P8 RPL19 RPL22 RPL27A RPL30 RPL32 RPL41 RPL6 RPL7L1 RPN1 RPS12 RPS14 RPS18 RPS23 RPS27A RPS8 RRAS RTF1 RXFP4 S100A13 S100A2 S100P SAE1 SAMD13 SCAF1 SCARB1 SCARB2 SEC24A SEC24C SEC61B SECISBP2 SEPHS2 SEPTIN9 SERF2 SETD1A SF3B3 SF3B6 SFSWAP SFXN4 SH2D3A SH2D6 SH3RF2 SHC1 SHLD3 SHMT2 SIK3 SKP1 SLC16A5 SLC25A6 SLC35A4 SLC38A1 SLC3A2 SLC44A3-AS1 SLC7A11 SLMAP SMIM14 SMIM14-DT SMIM15 SNAP23 SNHG1 SNHG11 SNHG32 SNHG8 SNORA24 SNORA26 SNORA3A SNORA73A SNORA80D SNORA84 SNORD25 SNORD26 SNORD27 SNORD28 SNORD35B SNORD46 SNORD48 SNORD95 SNRPA SNX8 SON SP1 SP100 SPAG9 SPATA24 SPATA5L1 SPINK6 SRD5A1 SREK1IP1 SRP54 SRP54-AS1 SRRM2 SRRM2-AS1 SRRT SRSF10 ST7L STAM STAM-DT STAT6 STK35 STK40 STX10 STX4 STYXL1 SUPT4H1 TAF1D TATDN3 TBC1D1 TBX6 TDO2 TFAP2A TFF2 TFPT THADA THAP6 THRAP3 TIMM13 TM9SF1 TM9SF4 TMCO4 TMED10 TMEM258 TMEM267 TMEM268 TMEM44-AS1 TMEM54 TNFAIP8 TNPO3 TPI1P2 TPM1 TRAF3IP2-AS1 TRAPPC13 TRIB3 TRIM23 TRIM31 TRIP13 TRMO TRMT10A TRMT12 TTC30B TTC7A TTI1 TXNDC15 TYW5 UBE3A UBFD1 UBR2 UEVLD ULK3 UNC13D UNK UPF2 UQCRC2 UQCRH UQCRQ USF1 USP16 USP3 USP54 VASP VIPAS39 VPS50 VSNL1 VTI1A VTRNA1-1 WARS1 WARS2 WARS2-AS1 WDR25 WDR5B WDR74 WSB2 XPOT YARS2 YIPF3 ZAR1L ZBTB7C ZBTB8OS ZDHHC5 ZDHHC6 ZMYM6 ZMYND8 ZNF131 ZNF133 ZNF143 ZNF292 ZNF341-AS1 ZNF343 ZNF398 ZNF436 ZNF436-AS1 ZNF48 ZNF574 ZNF692 ZNF692-DT ZNF770 ZNF786 ZNHIT1 ZSCAN5A ZSCAN5A-AS1 DMRT1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DMRT1_TARGET_GENES ACAD9 ACTMAP ADAMTSL4-AS1 AGPS AGR2 AKAP9 AKT1S1 ANKRA2 APBB3 APLF AQR ARL1 ARRDC3 ARRDC3-AS1 ATG13 ATP10B ATP5PB ATP6V1D ATP6V1G2 ATP6V1G2-DDX39B ATPSCKMT ATXN2L AVL9 B9D2 BAG6 BCLAF1 BEST1 BRAT1 BRCA1 BRD2 BSCL2 BTF3L4 C11orf71 C12orf4 C17orf75 C5orf52 C9orf43 CAMLG CAND1 CAPZA2 CASD1 CCDC192 CCDC97 CCNG2 CCT5 CDKN1B CENPK CENPP CEP120 CFAP68 CFDP1 CHAC1 CHD2 CHMP4C CHP1 CIRBP CLDN4 CLIC1 CLTC CMSS1 CNTFR COASY COG5 COPB1 COQ7 COQ7-DT COX7A2L CROCCP2 CT62 CTC-338M12.4 CTDSPL2 CTDSPL2-DT CTSO CWC25 CYP1B1-AS1 DCAF17 DCLRE1A DDIT4 DDX21 DDX55 DEDD DMTF1-AS1 DNAAF10 DNMBP DOHH DPH6-DT DRAIC DUSP6 ECH1 EDC3 EEF1G EGR1 EGR2 EIF2S1 EIF3B ELP3 EMG1 ENC1 ENSG00000274015 ERBB3 ESF1 ETFBKMT EWSR1 EXD1 EXO1 FAM168A FAM53C FBXO48 FBXW11 FCSK FDXACB1 FMC1 FNBP1P1 FNBP4 FOXP1 FXYD3 FZR1 GABPA GABPB1 GABPB1-AS1 GANC GAPDHP25 GAPVD1 GCHFR GDF15 GIN1 GIRGL GLOD4 GNS GPR160 GRK6 GRPEL2 GTF2IRD1 H2AC8 H2BC8 H3C11 HARBI1 HARS1 HARS2 HBP1 HDGF HEXA HEXA-AS1 HIGD2A HNMT HOXA-AS3 HOXA11-AS HOXA9 HSD17B2 HSPA4 HYCC2 IDH3B IDH3B-DT IER3-AS1 IFNAR1 IK IMMP1LP1 ING3 INTS14 IPO11 IPO13 JMY KCMF1 KCNK1 KCTD16 KHDC4 KIF2C KPNB1 KPTN KXD1 LAD1 LINC-PINT LINC01132 LINC01411 LINC01588 LINC01730 LINC02320 LINC02441 LINC02889 LINC02918 LINC02924 LINC03014 LINC03015 LINC03073 LRIF1 LRP6 LSM5 LSM8 LUC7L2 LURAP1L-AS1 MACC1 MALSU1 MAN2C1 MARF1 MARK4 MARS1 MCCC2 MCTP2 MDC1 METTL15 METTL8 MIR4727 MIR5687 MIR6076 MKKS MRM3 MRPL1 MRPL11 MRPL13 MRPL43 MRPL46 MRPL48 MRPL51 MRPS11 MRPS12 MRPS33 MST1P2 MTBP MTIF2 MTIF3 MTTP MYL12A MYOF NAPA-AS1 NBPF1 NCAPD2 NDUFA2 NDUFA4 NDUFA5 NDUFAF5 NDUFB3 NFKBIL1 NFKBIZ NFX1 NHLRC2 NKAPD1 NOL8 NOP16 NOP58 NUCKS1 NUP107 NUP107-DT NUP155 OXA1L PAAF1 PBX1 PCBP1-AS1 PDE4D PEX1 PHB2 PHF12 PHYKPL PIH1D2 PIPOX PLA2G2A PLA2G6 PMVK PNO1 POLE3 POLR1A POLR2M PPFIBP2 PPIA PPIP5K2 PPP1R1B PPP1R37 PPP2R5B PPP2R5C PPWD1 PRCC PRDM1 PRKCI PRLR PRR15 PSAT1 PSMC3 PTCD2 PTCD3 PYGB R3HDM1 RACK1 RAD51AP1 RAPGEF6 RBBP4 RBBP5 RBCK1 RBM4 RBM48 RHBDD3 RNF186 RNF186-AS1 RNU5B-1 RPL18 RPL22L1 RPL32P3 RPL41 RPL7L1P8 RPS14 S100A10 S100A11 SARS2 SCAP SEC11A SEC61A1 SELENOP SEMA3C SEPHS2 SERPINH1 SETD1A SFSWAP SH2B1 SH2D4A SIRT4 SKIDA1 SLC24A1 SLC28A2-AS1 SLC30A4-AS1 SLC35A4 SLC3A2 SLC7A11 SLTM SLX4IP SMARCE1 SMIM12 SMIM15 SNAP23 SNHG3 SNORA73A SNORD35B SNORD49A SNORD95 SNRPA SNRPA1 SNX1 SNX8 SOX30 SPAG1 SPHK2 SPINK5 SREK1IP1 SRI SRSF1 SRSF5 STX10 SUB1 SUCLG1 SUMF2 SYF2 TAF15 TANK-AS1 TARBP2 TASOR2 TBC1D1 TBC1D17 TBC1D5 TEP1 TFAP2A THBS4 THRB THRB-AS1 TIMM13 TMCO4 TMEM267 TMEM62 TMEM87A TMEM9 TNFRSF14 TNFSF9 TNPO3 TPD52L2 TPI1P2 TRIB3 TRIM31 TRIM52 TRIM52-AS1 TRMT10A TRMT61B TSG101 TSGA10 TSPAN8 TWNK TXN2 TXNDC12 UBLCP1 UGT1A6 UIMC1 USP3 USP53 UTP15 VCPIP1 VEGFA VPS28 VPS33B VPS33B-DT VPS50 VTI1A WARS1 WDR25 WDR74 WDR77 WDR89 WRAP53 XRCC5 YIPF5 ZBTB8OS ZC3HC1 ZDHHC6 ZFAND5 ZMAT2 ZMYM6 ZNF106 ZNF169 ZNF207 ZNF557 ZNF608 ZNF770 ZRANB3 ZSCAN21 DNMT1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DNMT1_TARGET_GENES ABHD17B ACTN1 ADGRF4 ADGRG6 AFDN AFDN-DT AHI1 ALKBH1 AMPD2 ANKIB1 ANXA11 ARFRP1 ARHGAP24 ATL2 BAZ2B BLOC1S2 BRCA1 BRF1 BSDC1 C3 C9orf85 CCDC146 CCDC174 CCDC71 CCNB2 CDK4 CDKL1 CENATAC CENATAC-DT CFDP1 CHMP4B CLASP1 CLCN3 CMC1 CNOT2 CNOT9 COA1 COL8A2 CORO1C CROCCP2 CUEDC1 DAAM1 DAZAP1 DHX8 DMAC2L DNAJC14 DNM2 DUX4L18 EFCAB13-DT EFHB EGLN3 ELP3 ENSG00000212273 ENSG00000230021 EPRS1 ERCC1 ESPNP EXOSC4 FAM185BP FAM83H FBXO36 FCHSD2 FHIP1B FOSB FUZ FZD5 GBA1 GDE1 GFM1 GHR GIPR GPATCH3 HDDC2 HEMK1 HIKESHI HSD17B8 HUS1 INPP4B INTS4 IQANK1 KCNN4 KDM4B KLHL4 KRIT1 KRTCAP2 LAD1 LAMB1 LAS1L LINC01151 LINC01424 LINC01596 LINC02380 LIX1L-AS1 LMO7 LNCTSI LRRC27 MAP3K7CL MAPRE3 MBL2 MCAM MDM2 MED25 METAP1 METTL17 MGLL MIR4664 MIR584 MIR638 MRPL20 MRPS28 MRPS33 MST1P2 MT-RNR1 MT-TE MT-TF MT-TT MTCO3P12 MTHFD1L MTND5P11 NACA4P NCF2 NDUFAF6 NME1 NME1-NME2 NOSIP NRP1 NUP37 OTUD6B OTUD6B-AS1 PARL PARN PARPBP PDE4A PGAM1 PHB1 PITPNM2 PLD1 PLEKHM1 POLG2 PPIF PPP2R5A PRANCR PRKCH PRKCZ PRRG2 PSMD14 PSMD14-DT PSMD2 PWWP2A RAB36 RAB5IF RABGEF1P1 RANBP1 RBM8A RCC1 RNA5SP320 RNA5SP448 RNF121 RNU6ATAC32P RPL12P38 RPRD1B RPS6KA1 RPS6KB1 RPSAP31 RPTOR RRP12 RSPH14 SCAP SERINC2 SETD4 SETD5 SH3TC2-DT SIPA1L2 SLC25A16 SLC25A34 SLC25A6 SLIRP SMAD6 SMARCD2 SMIM31 SMYD5 SP2 SP2-DT SPEF1 SPRED2 SRC SRFBP1 SRGN STOML2 STX7 SUN1 SYBU SYNC TIMMDC1 TIMMDC1-DT TINAGL1 TLE4 TM4SF1 TM4SF1-AS1 TMED4 TMEM198B TMX1 TNIP2 TRAF1 TRIB1 TRIM46 TRIP12 TRMT2A TTC12 TTC12-DT TTI1 TTI2 TTLL12 TUBD1 TXNIP UBALD2 UBE2G2 UGT2B7 USP37 USP48 USP54 VAV1 VDAC2 VTRNA1-2 XNDC1N YOD1 ZFR ZGPAT ZHX1 ZHX1-C8orf76 ZNF3 ZNF341-AS1 ZNF7 ZNHIT2 DNMT3A_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DNMT3A_TARGET_GENES AAGAB AASDHPPT ABHD6 ABL2 ACBD4 ACOT7 ACTR10 ADARB1 ADGRF2 ADGRL2 AGBL5 AGBL5-AS1 AKAP13 AKIRIN1 ALDH3B2 ALDH4A1 ALG1 ALG6 ALOX12-AS1 ALOXE3 ANG ANKLE2 ANKMY2 ANKRD22 AP2A2 API5 APOA1 ARID1B ARIH1 ARPC4 ARPC4-TTLL3 ASAH1 ASAH1-AS1 ASB16-AS1 ATAD3B ATF7 ATF7-NPFF ATG101 ATG16L1 ATG16L2 ATMIN ATP1B3 ATP6V1A ATP8A1 ATP8A1-DT ATP9B ATXN2L B4GAT1 B4GAT1-DT BAZ2B BCAP29 BCAR3 BCCIP BCL2A1 BCL6 BDNF-AS BLCAP BRAF BRAT1 BRPF1 BTBD9 BUB1B BUB1B-PAK6 BUD31 BZW2 C11orf68 C15orf61 C19orf48P C1D C21orf62-AS1 C21orf91 C2CD5 C2orf42 C2orf78 C4orf47 C6orf52 CA11 CACTIN CALM3 CAPN8 CAPRIN1 CASP9 CATSPER2 CBX3 CBY1 CCDC103 CCDC107 CCDC18-AS1 CCDC83 CCDC85C CCT4 CD164 CD200R1L-AS1 CD274 CD55 CDC14B CDC45 CDH17 CDIPT CDIPTOSP CDK11A CDK16 CDKL3 CDKL4 CDON CENPB CENPE CENPN CENPN-AS1 CENPP CENPU CEP76 CETN3 CFAP221 CFAP418 CFAP418-AS1 CHCHD3P1 CHD2 CHTF18 CLCN3 CMC2 CNOT6 COL4A6 COMMD1 COMTD1 COPS7B COQ7 COQ7-DT COX19 COX7A2L CPEB4 CPSF2 CREB1 CREBBP CSNK1G2 CTDP1 CTDP1-DT CTNNB1 CTU2 CWC25 CYP4V2 DAP3 DBP DCBLD2 DCTN1 DDX18 DDX54 DENR DGAT2 DGAT2-DT DGUOK DHRS13 DHX29 DHX57 DISP3 DNAAF10 DOHH DOK1 DOT1L DPP9 DRAP1 DUX4L18 DXO DYNC1LI2 DYNC1LI2-DT DZANK1 EED EEF1D EEF1E1P1 EFTUD2 EIF2B1 EIF3B EIF4A3 EIF4ENIF1 ELL2 ELOVL5 EMC10 EMD ENAH ENSG00000216621 ENSG00000226097 ENSG00000251314 ENSG00000253699 ENSG00000255647 ENSG00000259617 ENSG00000265845 EOLA2 EOLA2-DT EPB41L4A-AS1 EPHB2 ERHP1 ESYT2 EWSR1 FAM13B FAM187A FAM227A FAM228A FAM98B FANK1 FANK1-AS1 FAP FARS2 FAT1 FBXL2 FBXO31 FBXO33 FBXO9 FEM1A FGF7 FKBP1A FLCN FMC1 FMC1-LUC7L2 FN1 FOS FOSB FOXJ3 FRAT1 FRAT2 FUS G6PD GARIN5A GARS1 GARS1-DT GASAL1 GATC GBA1 GET3 GGNBP2 GIHCG GLYATL1 GNAS GNB1 GNB1-DT GNB2 GNPTG GOLM2 GON4L GOSR2 GOSR2-DT GPATCH2L GPCPD1 GRIPAP1 GRK3-AS1 GSTA4 GTF2H3 GTF2IP12 GTF2IP20 GTF2IRD1P1 GTPBP10 H2AC15 H2BC15 H4C16 H4C8 HADHA HADHB HAUS8 HCG14 HECA HES4 HIGD1AP13 HINT3 HJV HMGN4 HNRNPA1P62 HNRNPU HOMER1 HROB HSP90AA1 HSPA6 HSPD1 HSPE1 HSPE1-MOB4 HYAL2 IBA57 IBA57-DT ICE1 IFNWP9 IFT80 IGF1R ILF2 ILRUN ILRUN-AS1 INAVA ING3 ING4 INPP5F INTU IPO13 IQCH IQCH-AS1 IRGQ ISG15 ISG20L2 ITGA9 ITPRIP JARID2 JARID2-AS1 JOSD1 JOSD2 JRK KANSL1 KANSL1-AS1 KBTBD3 KCNAB2 KDM3B KIAA0319L KICS2 KMT2A KNL1 KPTN KRT17 KRT6A KRTAP4-6 KTN1 LAMB1 LASP1 LCE1C LCP1 LIAS LIG4 LIMD1-AS1 LINC00431 LINC00513 LINC00706 LINC00707 LINC01347 LINC01556 LINC01600 LINC01619 LINC01623 LINC01719 LINC01962 LINC02118 LINC02340 LINC02408 LINC02410 LINC02453 LINC02532 LINC02564 LINC02739 LINC02890 LINC02918 LINC03011 LOC105376805 LOC112267871 LOXL3 LRP3 LRRFIP2 LSM12 LSR LTA4H LURAP1L-AS1 LYRM4 MAGOHB MALAT1 MAP1LC3A MAP1LC3B MAP2 MAP3K21 MAP3K7CL MAP7D1 MAPKAPK5 MAPKAPK5-AS1 MARCHF6 MARCHF7 MBD3 MCPH1-AS1 MCRIP2 MDH1 MED16 MED29 METTL25B METTL26 MGRN1 MIA2 MIA2-AS1 MICAL3 MIOS-DT MIR331 MIR3649 MIR3929 MIR4521 MIR4727 MIR4757 MIR4999 MIR5188 MIR99AHG MLLT10 MLST8 MNAT1 MPST MROH8 MT2P1 MTCH1 MTERF3 MTND5P11 MVK MYB MYL12-AS1 MYL12B MYLK MYNN MYO3B MYO9B MYOM2 NAGPA NAPA-AS1 NCOA7 NDST2 NDUFA10 NDUFB1 NDUFS7 NEK7 NEXN-AS1 NFYB NOCT NOL8 NOP56 NOTUM NPIPB8 NR6A1 NSUN2 NSUN4 NUB1 NUDT18 NUP205 OPA3 OXR1 OXR1-AS1 OXSR1 PAK1 PAK1IP1 PAWR PAXBP1 PAXIP1 PAXIP1-DT PCBP2 PDAP1 PDCD2L PDE4A PDE6D PDE7B-AS1 PDIA3P2 PDLIM5 PEF1 PEF1-AS1 PFDN4 PGK1 PHC1 PHF12 PHKA2 PHRF1 PIK3R3 PKNOX1 PLD1 PLEKHG2 PLPP5 PLXDC1 PNO1 POLG POLG-DT POLR1G POLR2B POLR2L POLR2M POLR3E POLR3F POT1 POT1-AS1 PPEF1 PPIL4 PPM1L PPM1L-DT PPP1R13L PPP3R1 PPP5D1P PPP6R3 PRKCI PRMT5 PRMT5-AS1 PRMT5-DT PRMT9 PROS1 PRPF4B PSCA PSIP1 PSMA2P3 PSMB3 PSMG2 PTDSS1 PTP4A1P6 PWWP3A R3HDM2 R3HDM2-DT RAB11A RAB11B RAB28 RABEP1 RABL2A RAD23A RAD54B RALGAPA1 RANBP2 RAPGEF1 RARRES2P5 RBBP8 RBKS RBM17 RBMXL2 REXO1 RFFL RFX1 RFX3 RHBDD3 RHOBTB3 RIMKLB RITA1 RMND5B RMRP RN7SK RN7SKP52 RN7SL1 RN7SL2 RN7SL471P RNASE11 RNASE4 RNASEH2A RNASEK RNASEK-C17orf49 RNF126 RNF166 RNF19A RNF215 RNF217 RNF44 RNU4-2 RNU4-67P RNU5A-1 RNU5A-8P RNU5D-1 RNU5E-1 RNU5F-1 RNU6-9 RNU6ATAC RNVU1-14 RNVU1-15 RNVU1-27 RNVU1-28 RNVU1-6 RPL12P18 RPL14 RPL19 RPL21 RPL23AP7 RPL7P41 RPL9 RPN2 RPS29 RPUSD1 RRAS2 RRM2B RTF2 SACM1L SASH1 SAV1 SCAT2 SCFD2 SEC11C SEC23B SELENOW SEPTIN7P13 SEPTIN7P14 SETD1A SETD5 SH3D19 SH3GL1 SHF SHLD3 SHOC1 SLBP SLC27A4 SLC35E2A SLC35E2B SLC35F3 SLC6A15 SLC7A5 SMARCC2 SMC2 SMC3 SMURF1 SNORA13 SNORD118 SNX12 SNX14 SNX16 SNX8 SPDL1 SPDYA SPOP SRD5A1 SRI SRRM2 SRRM2-AS1 SRRM5 SS18 SSR4P1 SSU72 STAM2 STK10 STK19 STK35 STK38L STX6 SUDS3 SUPV3L1 TADA3 TAF13 TARDBP TCF12 TCP11L2 TDRD7 TGFBR1 THUMPD3-AS1 TIA1 TIGD5 TIMM22 TJP2 TLE1 TLE1-DT TM9SF1 TMC3-AS1 TMEM154 TMEM167A TMEM202-AS1 TMEM250 TMEM259 TMEM260 TMPRSS7 TMUB2 TOB1 TOB1-AS1 TPBG TRAJ38 TRAJ7 TRAPPC13 TRAPPC2B TRAPPC3 TRIAP1 TRIM23 TRIM33 TRIM41 TRIM7-AS2 TSN TSPAN31 TSPAN4 TSR3 TST TTC5 TTLL7 TXNL4A UBA1 UBB UBC UBE2B UBE2I UBR1 UBR5-DT UFD1 UFSP2 UHRF2 UPF2 UROS USP36 VAPB VARS1 VDAC2 VDAC2P2 VPS37B VTI1B VTRNA1-1 VTRNA1-2 VTRNA1-3 VTRNA2-1 WARS2-AS1 WBP4 WDPCP WDR45B WTAPP1 XIAPP3 XPOTP1 XRCC4 YAE1 YAE1-DT YY1AP1 ZBTB21 ZC3H18 ZC3H8 ZEB2 ZFAND2B ZNF10 ZNF219 ZNF300 ZNF35 ZNF395 ZNF547 ZNF576 ZNF628 ZNF628-DT ZNF839 ZNF891 ZSWIM6 DPPA3_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DPPA3_TARGET_GENES CDC42SE2 CEP89 COPS8 CTDSP2 DNAJB4 EML3 FAAP24 GLIPR2 HIC1 LINC01915 MT-RNR1 MT-TF MTCO3P12 MTND5P11 PDK3 RIMS3 RNA5S12 ROM1 SRF SRRM1 STK32B STX6 TECR TRBV13 WIZ DROSHA_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DROSHA_TARGET_GENES ABHD5 ADARB1 ALDH1L2 AMD1 ANO10 ARHGAP22 ARHGAP4 ATG4B BCAS4 BTG3 CLASP1 CXXC1 DNAJB4 DNAJC25 DNAJC25-GNG10 EGR1 ENSG00000283674 INTS15 KCNT1 KDM3B KNSTRN LINC01719 LRRC37A5P LSM11 MALAT1 MIR3190 MRPS2 MT-ATP6 MT-ATP8 MT-CO3 MT-ND1 MT-ND2 MT-ND3 MT-RNR2 MT-TG MT-TI MT-TK MT-TL1 MT-TM MT-TQ MT-TS1 MT-TV MTCO3P12 MTND5P11 NCKAP1 NSMAF PIERCE1 PLEKHF2 PMPCB POLDIP3 PTGES2 PTGES2-AS1 RNU11 RNU5A-1 RNVU1-15 RNVU1-19 ROR2 SLC38A9 SRRM3 SSR4P1 TAF4 THAP4 TMEM250 TTC1 UBALD1 WDR41 ZC3H12A ZC3H12A-DT ZNF175 DYRK1A_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DYRK1A_TARGET_GENES ABCC10 ABHD18 ABI1 ACADSB ACBD4 ACO2 ADAMTS7P4 ADAT1 ADGRL1-AS1 ADISSP ADNP AFF4-DT AGA AGBL3 AGL AHCTF1 AHCYL1 AHSA2P AIDA AKAP1 AKAP1-DT AKAP11 AKT1S1 ALOXE3 ANG ANK3 ANKFY1 ANKRD13C ANKRD36B ANKRD49 ANKRD54 AP4E1 AP5Z1 ARF3 ARPC4 ARPC4-TTLL3 ARRDC3 ASF1B ASH2L ASMTL ASNSD1 ASPH ASXL1 ATAD3A ATF2 ATF4 ATF7 ATF7-NPFF ATG4A ATG4B ATL1 ATN1 ATP1A1-AS1 ATP5F1C ATP5MC1 ATP5PB ATPSCKMT AURKAIP1 B4GAT1 B4GAT1-DT BANF1 BANP BAZ2B BCAP29 BCAR3 BCAS3 BCAS4 BCLAF1 BDNF-AS BRF1 BROX BTBD10 BTN2A3P BZW1 C1RL C1RL-AS1 C1S C1orf74 C21orf62-AS1 C2orf42 C5orf24 C6orf120 C6orf89 CACYBP CAND1 CARMIL1 CATSPERG CBR3-AS1 CCDC47 CCDC77 CCNC CCND1 CCNG1 CCNJ CCNJL CCNT1 CCT5 CCT8 CD2AP CD2AP-DT CD320 CDC123 CDC20 CDC20-DT CDC25B CDC26 CDC5L CDH13-AS2 CDK12 CENPB CENPC CENPT CEP350 CETN2 CFAP418 CFAP70 CHAF1A CHIC2 CHMP1A CHUK CHUK-DT CHURC1 CHURC1-FNTB CIAO1 CIAPIN1 CILK1 CIP2A CLASP1 CLIC1 CLP1 CLPTM1 CLPX CNP CNPY2 COASY COL1A1 COMTD1 COPB2 COPB2-DT COQ2 COQ9 CORO7 COX11 COX4I1 COX7B CREBZF CSDE1 CST3 CST9 CTC-338M12.4 CUL3 CUL5 CYB561D1 CYB5D1 DARS1 DBR1 DCAF16 DCAF6 DCTN2 DDHD2 DDX19A DDX19A-DT DDX42 DENR DFFA DGUOK DHFR2 DHX37 DHX8 DIDO1 DIS3 DLX1 DMXL1 DMXL1-DT DNAJA3 DNAJB4 DNAJC27 DNAJC27-AS1 DNER DNTTIP2 DPP9 DPYSL3 DRG1 DSE DZIP3 EDRF1 EDRF1-DT EFHC1 EFHD1 EFNA3 EHD1 EHD2 EIF1AD EIF4A2 EIF4A3 EIF5 EMC7 EMD ENSG00000267260 ENSG00000271860 ENSG00000278390 ENTPD1-AS1 EPHB3 ERCC6L2 ERCC6L2-AS1 ERGIC2 ERH ERICH6 ERICH6-AS1 ETF1 ETFA ETV5 EXOC8 F12 F8 FAM111A FAM111A-DT FAM135A FAM200B FAM216A FAM76A FASTKD2 FBN1 FBN1-DT FBXL5 FBXO31 FDPS FGFR1OP2 FHL1P1 FKBPL FMC1 FMC1-LUC7L2 FSIP1 FTCD FTSJ3 FUBP1 FUNDC2 GAS8 GATAD1 GCLC GDI2 GGA3 GGH GGNBP2 GID8 GIPC2 GLCE GMPPA GOLGA8B GOLGB1 GOLM2 GORASP2 GPATCH3 GPBP1 GPN3 GPR146 GPR19 GRB2 GRIK4 GRK4 GRK6 GRWD1 GSAP GSE1 H3C9P H4C8 HASPIN HCG14 HDAC10 HDAC6 HEG1 HELQ HERC1 HERPUD2 HERPUD2-AS1 HHLA3 HJV HMBOX1 HMGN5 HMOX2 HNRNPH3 HOMER2 HOXA13 HSBP1 HSPA4 HSPA6 HSPH1 HUWE1 ICMT ICMT-DT IDH3G IFRD1 IFT46 IFT74 IFT74-AS1 IFT80 IKBKB IKZF5 ILF2 IMP3 INKA2 INTS13 INTS9 IPP IREB2 ITGA3 ITGAE ITPR3 JAKMIP2-AS1 JOSD2 JPH2 KBTBD6 KIAA1191 KIN KIRREL3 KPNA2 LAMP1 LASP1 LIMD1-AS1 LIN37 LIN7C LINC01116 LINC01426 LINC01749 LINC01962 LINC02168 LINC02236 LINC02453 LINC02572 LINC02574 LINC02768 LINC02800 LMO7DN-IT1 LPXN LRP3 LRRC28 LRSAM1 LSM14A LSM8 LTA4H LTV1 LUC7L2 LYRM7 MAD1L1 MAD2L1 MAD2L1-DT MAGOHB MAK16 MAP1LC3B MAP2K2 MAP3K7 MAP4K5 MAPK14 MARCHF7 MATR3 MAU2 MBTPS1 MBTPS1-DT MCCC2 MCRIP2 MDH1B MDH2 MED1 MED16 MED22 METTL16 METTL26 MFSD4A MFSD8 MGAT5B MGME1 MGRN1 MICOS10 MICOS10-DT MICOS10-NBL1 MICU2 MIR100HG MIR3678 MIR3912 MIR4470 MIR4521 MIR933 MKKS MLF2 MMS22L MOB1A MOB1B MPC2 MRE11 MRPL39 MRPL57 MRPS14 MRPS18B MRPS18C MRPS7 MRTFB MSH5 MSH5-SAPCD1 MTFR1L MTRF1L MYNN MYO19 MYO1C NAA35 NAA38 NAA60 NAE1 NANP NANS NAPEPLD NCAPG NCAPG2 NCL NCOA4 NCOA7 NDUFA11 NDUFA7 NDUFS7 NEK2-DT NFYC NKAP NKRF NKTR NMRAL1 NOL11 NOL9 NOP14 NOP16 NPM1 NPR3 NPRL3 NPTN NRBF2 NSDHL NSUN3 NUDT2 NUDT5 NUP37 OFD1 OSMR OXCT1 PABPC4 PANK2 PANK2-AS1 PARP2 PARPBP PAXBP1 PCCA PCDH1 PCMTD1 PCMTD1-DT PDPR2P PDRG1 PFDN6 PFKFB2 PGBD4 PHAF1 PHB1 PHF12 PHF5A PIBF1 PIGN PIGW PIH1D1 PIPOX PLEKHG2 PLOD2 PLXDC1 PMS2P4 PNN POLDIP3 POLE POLG POLG-DT POLR1C POLR2B POLR2E POLR2H POLR3E POP7 PPCDC PPEF1 PPM1G PPOX PPP1R10 PPP1R12A PPP1R2 PPP4R3B PPP4R3B-DT PRDX1 PRDX4 PRH1 PRMT5 PRMT5-DT PRPF31 PRPF4 PRPF40B PRR4 PRTG PSMB3 PSMC5 PSMD14 PSMD14-DT PSMD5 PTGR2 PTK7 PTPN1 PTPN4 PTRH2 PUF60 PURA PXMP2 QRICH1 RAB11A RAB1B RAB27A RAB33B RAB33B-AS1 RAB37 RAMAC RBM15 RBM17 RBM26 RBM26-AS1 RBM39 RBM4B RBPJ RC3H2 RCC1 RELCH RFC3 RFC5 RFK RHEX RIC8B RICTOR RNA5SP456 RNASE11 RNASE4 RNF167 RNF38 RNPC3 RNPC3-DT RNU1-8P RNU12 RNU4ATAC RNU6-9 RNU6ATAC RNY3 RPA3 RPL10A RPL12 RPL17 RPL17-C18orf32 RPL23 RPL26 RPL27A RPL4 RPL7A RPPH1 RPS11 RPS15 RPS15A RPS19 RPS2 RPS28 RPS3A RPS6 RPS7 RPS9 RRAGA RSL24D1 RXRB S100A2 S100A3 SACM1L SAXO1 SCAMP5 SDK2 SEC22C SEC62 SEC63 SEMA3B SENP7 SEPTIN10 SEPTIN7 SEPTIN7-DT SETD5 SF1 SF1-DT SGSM2 SH3BGRL SHPRH SHQ1 SIL1 SIPA1L1 SIRT5 SKA3 SLC12A2 SLC12A2-DT SLC14A2 SLC15A4 SLC25A11 SLC25A26 SLC25A4 SLC35B4 SLC39A7 SLC39A9 SLC44A1 SLC9A7 SLU7 SLX4IP SMARCA5 SMARCC1 SMARCC2 SMC4 SMC5 SMC5-DT SMDT1 SMG5 SMG7 SMG7-AS1 SMIM27 SMNDC1 SNHG16 SNHG3 SNHG9 SNORA21 SNORA78 SNORD2 SNORD58B SNRNP70 SNX18 SNX5 SOWAHC SPAG16 SPAG16-DT SPATA33 SPC25 SPCS2 SPDL1 SPOCK1 SPRTN SPTY2D1 SRCAP SRP19 SRRT SRSF10 SRSF5 SSBP4 SSR1 SSR4 STAG3L4 STIM2 STRIP1 STXBP4 STYXL1 SUCLG1 SUGP1 SUPT5H SYN3 SYPL1 TAB3 TADA3 TAF1C TAOK1 TARDBP TAS1R1 TAS2R14 TASOR2 TBC1D17 TBC1D5 TCEANC2 TCF3 TCF4 TEAD1 TERC TEX9 TFPT TFRC TGOLN2 THADA THAP1 THAP2 THAP7 THAP7-AS1 THUMPD3-AS1 TIA1 TIMM17A TIPIN TLCD1 TLDC2 TMCO1 TMCO1-AS1 TMEM107 TMEM11 TMEM11-DT TMEM127 TMEM18 TMEM209 TMEM245 TMEM44-AS1 TMEM59 TMEM79 TRAPPC2 TRAPPC3 TRIM37 TRIM41 TRIM7-AS2 TROAP TSPAN17 TSPYL1 TSR1 TTC14 TTC14-DT TTC23 TUBGCP5 TUSC3 TXNDC9 TYW1 UBE2D2 UBE2D3 UBE2D3-AS1 UBR3 UHRF2 UIMC1 UMAD1 UPF3A UPF3B USP39 USP47 USP54 VDAC3 VMP1 VPS51 VTRNA1-1 VTRNA1-2 VTRNA1-3 WARS2 WARS2-AS1 WASHC4 WDR27 WDR44 WDR46 WDR59 WDR6 WDR73 WDR77 XPC XPNPEP1 XRRA1 YIPF3 YOD1 YY1 ZCCHC14 ZFC3H1 ZFP30 ZFP91 ZFP91-CNTF ZKSCAN2 ZMYM3 ZNF136 ZNF185 ZNF217 ZNF286B ZNF302 ZNF317 ZNF337-AS1 ZNF345 ZNF346 ZNF414 ZNF420 ZNF559 ZNF559-ZNF177 ZNF697 ZNF790 ZNF839 ZNF850 ZSCAN25 ZW10 ZWILCH ZZZ3 E2F2_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/E2F2_TARGET_GENES AADACP1 AAGAB AATF ABCC5 ABCD3 ABHD10 ACAA1 ACAT2 ACCS ACO2 ACP3 ACSS2 ACTMAP ACTN1 ADAM11 ADAM9 ADAMTS7P4 ADAMTSL5 ADGRE2 ADGRL1-AS1 AFF1 AGAP2-AS1 AHCYL1 AHCYL2 AHRR AHSA2P AIFM1 AKAP11 AKR1B10 AKT2 ALAS1 ALCAM ALDH4A1 ALG14 ALG2 ALKBH2 ALKBH7 ALOX12-AS1 AMN1 ANAPC13 ANGEL2 ANK3 ANKHD1 ANKHD1-DT ANKHD1-EIF4EBP3 ANKMY2 ANKRD13A ANKRD17 ANKRD40CL ANP32E ANXA1 ANXA2 AOAH AOC1 AP1M1 AP2S1 AP3B1 AP3S2 AP4M1 AP4S1 APOLD1 AREL1 ARFIP1 ARHGAP11B-DT ARHGAP21 ARHGAP32 ARHGAP5 ARHGEF1 ARHGEF38 ARL1 ARL14 ARL6IP1 ARPC4 ARPC4-TTLL3 ARPC5 ARRDC4 ARV1 ASAH2B ASB16-AS1 ASB3 ASF1B ASTE1 ASXL1 ATAD2 ATAD2B ATAD3A ATF2 ATF4 ATF7 ATF7-NPFF ATG101 ATG2A ATG4C ATL2 ATM ATOSB ATP10B ATP5ME ATP5PF ATP8A1 ATP8A1-DT ATR ATXN2 AURKB AVL9 B3GALNT2 B4GAT1 B4GAT1-DT B9D1 BAHCC1 BANF1 BAZ1B BBLN BCAS3 BCCIP BCL3 BCL6 BCL7B BECN1 BET1L BIN1 BMF BOLA1 BORA BORCS5 BORCS8 BORCS8-MEF2B BRAT1 BRD8 BRI3BP BRIX1 BTAF1 BTBD10 BTBD19 BTD BUB1B BZW1 BZW2 C11orf80 C12orf43 C12orf76 C19orf48P C19orf53 C1orf174 C1orf21 C1orf43 C2CD2L C2CD3 C2CD5 C2orf50 C3orf38 C4BPB C6orf141 C6orf52 C9orf43 CACNA2D4 CACTIN CAP2 CAPS2 CARNMT1 CASD1 CASP7 CASP8AP2 CATSPERD CBY1 CCDC159 CCDC18-AS1 CCDC28A CCDC28A-AS1 CCDC28B CCDC47 CCDC9 CCNA2 CCNB1 CCNG2 CCNI CCNJL CD101-AS1 CD2BP2 CD2BP2-DT CD320 CDC23 CDC26 CDC37 CDC6 CDC7 CDCA7L CDH17 CDIN1 CDIPT CDIPTOSP CDK1 CDK12 CDK13 CDK16 CDK5RAP2 CDK5RAP3 CDK7 CDKL3 CDKN2C CDKN2D CDON CELSR3 CENATAC CENPA CENPE CENPF CENPK CENPN CENPP CENPQ CENPT CENPU CEP112 CEP120 CEP128 CEP295 CEP44 CEP57L1 CEP63 CEP83 CEP97 CERK CFAP20 CFLAR CGGBP1 CHAC1 CHCHD3 CHD9NB CHMP7 CIAO2A CIC CIDECP1 CKAP2 CKAP2-DT CKAP5 CLASP1 CLCF1 CLDN12 CLDN7 CLIP1 CLN3 CLP1 CLPTM1 CLSPN CLSTN1 CMC2 CMSS1 CNOT9 CNTRL COL17A1 COL4A2 COL7A1 COMMD4 COMMD6 COMT COPS4 COPS5 COQ4 COQ6 COQ8B COX15 COX16 COX5A COX6B1 COX7A2L CPEB4 CPNE8 CPOX CREB3L2-AS1 CREBZF CRKL CRYZL1 CSNK1D CSNK1G3 CSNK2A1 CSPP1 CSTF2T CSTF3 CSTF3-DT CTDNEP1 CTDSP1 CUL2 CUL3 CUTC CWC27 CXCL2 CYB561A3 CYB561D2 CYB5B CYB5RL CYP2S1 CYRIB DBT DCAF17 DCLRE1C DCP1B DCP2 DCTN1 DCUN1D3 DCUN1D4 DDIAS DDX11 DDX11-AS1 DDX12P DDX39A DDX39B DDX39B-AS1 DDX3X DDX41 DDX42 DENND4A DENND5B-AS1 DESI1 DHDDS DHPS DHX30 DHX34 DIAPH3 DIS3 DLG2 DLST DMRT2 DMXL2 DNAAF3 DNAI4 DNAJB11 DNAJC25 DNAJC25-GNG10 DNM1L DNM2 DOHH DPAGT1 DPH1 DPH3 DPP3 DPP3-DT DRAIC DSG3 DTL DUS4L DUT DYNC2I1 DYNC2I2 DYNLRB2 DYNLRB2-AS1 DYNLT4 DYRK4 E2F2 EBP EDEM3 EED EEF1AKMT3 EFCAB11 EFCAB7 EFHC1 EFNA3 EHD1 EHD2 EID1 EIF1AD EIF2B5 EIF2S2 EIF3B EIF3H ELAC2 ELK4 ELP3 ELP5 ELP6 EMC1-AS1 EMC3 EMC3-AS1 EME1 EMG1 EMSY EMSY-DT ENAH ENC1 ENPP3 ENSG00000187951 ENSG00000232995 ENSG00000233461 ENSG00000236377 ENSG00000239137 ENSG00000265246 ENSG00000266401 ENSG00000268858 ENSG00000270174 ENSG00000271860 EOLA2 EOLA2-DT EPB41L4A-AS1 EPCAM EPCAM-DT EPDR1 EPG5 EPHB6 EPM2AIP1 ERAP1 ERGIC2 ERH ERI2 ERP29 ESF1 ESR2 ESRP2 ETFBKMT ETV6 EVPL EWSR1 EXOSC2 EXOSC7 EXPH5 FADS1 FADS2 FAF1 FAM114A2 FAM156A FAM174B FAM200B FAM200C FAM227A FAM47E FAM53C FAN1 FANCD2 FAR1-IT1 FASTKD5 FBXL12 FBXL5 FBXO24 FBXO33 FBXO5 FBXO8 FBXO9 FBXW7 FCF1 FCSK FDXR FEM1A FERMT1 FEZ2 FGD5-AS1 FGFR4 FHIT FIZ1 FKBP14 FKBPL FLAD1 FLCN FOXD1 FOXP2 FRAT1 FRMD4B FRS2 FTO FTX FXR2 FZD1 G3BP2 GABPA GALE GALM GANC GAPDHP25 GARS1 GAS1RR GAS2L1 GBA1 GCDH GCHFR GDPGP1 GEMIN2 GFM1 GFM2 GGA1 GHDC GINS1 GINS3 GIRGL GLI1 GLIPR1L2 GLO1 GLRX5 GMEB1 GNAL GNB2 GOLT1B GON4L GORAB GORAB-AS1 GOSR2 GOSR2-DT GPATCH4 GPNMB GPRASP3 GPRC5C GRHL2 GRIPAP1 GSPT1 GSTA4 GTF2A1 GTF2A2 GTF2H4 GTF2IP7 GTF3C2 GTF3C2-AS2 GTPBP1 GTPBP3 H2AC12 H2AC15 H2AX H2AZ2 H2AZ2-DT H2BC15 H4C1 H4C4 HACD1 HACD2 HACL1 HADHA HADHB HDAC5 HDGF HDGFL2 HEG1 HEPH HEXIM1 HEXIM2 HEXIM2-AS1 HIBCH HINT3 HJURP HMBS HMGB1 HMGB2 HMGCR HMGN1 HMGN2P46 HMGXB3 HNRNPD HNRNPD-DT HOMER1 HOXA-AS3 HOXA9 HRCT1 HRH1 HROB HSD17B11 HSD17B12 HSD17B4 HSP90AB1 HSPA13 HSPB6 HTATSF1P2 HTD2 HYAL2 ID1 IDH1 IDH3A IDI1 IFT46 IFT52 IGF2BP3 IK ILF3 ILF3-DT ILK IMMP1LP1 IMP3 INCENP ING3 INO80C INPP5J INPPL1 INTS14 INTS2 INTS4 INTS7 IP6K2 IPP IQCG IQCH IQCK IRGQ ISG20L2 ITGB3BP ITGB5 ITPRIP ITPRIPL2 ITSN1 JADE2 JUP KAZALD1 KBTBD4 KCNG3 KCNIP2-AS1 KCTD20 KDM4B KDSR KHSRP KIAA0319L KIAA0825 KIAA1143 KIAA1586 KIF11 KIF15 KIF18A KIF20A KIF3A KIFBP KIFC1 KLHDC3 KLHL7 KNTC1 KPNB1 KPNB1-DT KRR1 KRT8 LAMA3 LARP4 LARS1 LBR LDAF1 LDAH LDHA LEMD3 LFNG LGALS4 LHX1 LIM2-AS1 LIMA1 LIN54 LINC00112 LINC00339 LINC00431 LINC00479 LINC00511 LINC00649 LINC01275 LINC01342 LINC01431 LINC01635 LINC02026 LINC02205 LINC02340 LINC02363 LINC02474 LINC02615 LINC02739 LINC02747 LINC02756 LINC02926 LINC03011 LINC03040 LIPE LIPE-AS1 LMAN2 LOC100505915 LOH12CR2 LONP1 LPCAT4 LRCH4 LRP4-AS1 LRPPRC LRR1 LRRC1 LRRC14 LRRC23 LRRC41 LSM5 LSR LTB4R2 LTBP1 LTN1 LYRM1 LYRM2 MACC1 MAFF MANF MANSC1 MAP3K11 MAP3K14 MAP3K3 MAP3K6 MAPK14 MAPK7 MAST3-AS1 MAT2B MATR3 MAU2 MBTD1 MCFD2 MCM10 MCM4 MCM5 MCM6 MCM7 MCM8 MCOLN1 MCTP2 MDC1 MEA1 MED17 MED18 MED23 MED28 MED28-DT MEF2D MEIS1 METTL1 METTL15 METTL25B METTL2A METTL2B METTL7A METTL8 MFAP1 MFAP3 MFAP3L MFSD4B MFSD4B-DT MGME1 MGRN1 MGST3 MIA2 MIA2-AS1 MIA3 MICAL3 MICOS10 MICOS10-NBL1 MIGA2 MIR194-1 MIR3124 MIR3912 MIR4999 MIR638 MIR8059 MIR933 MIX23 MKKS MKNK1 MLEC MLH1 MLLT3 MMAB MMADHC MMS22L MMUT MPHOSPH6 MPIG6B MPP7-DT MPPE1 MPZL3 MRM2 MROCKI MRPL11 MRPL17 MRPL27 MRPL37 MRPL45P2 MRPL51 MRPS31P4 MRTFA MSH2 MSL1 MSL2 MTMR11 MTMR14 MTMR4 MTMR9 MTMR9LP MTO1 MTOR MTR MVB12A MVK MYL12A MYL5 MYL6 MYL6B MYLK-AS1 MYO15B MYO19 MYO1A MYO9A MYRFL MZT1 NAA40 NAB2 NACA4P NAGA NAGK NAP1L4 NAV1 NAXE NCAPD2 NCAPD3 NCAPG2 NCDN NCLN NCOA2 NCOA4 NDC1 NDRG1 NDUFA2 NDUFAF5 NDUFS3 NEDD4 NEIL1 NEMP1 NFATC2IP NFATC4 NFIC NFKBIB NFKBIZ NIBAN2 NIF3L1 NIFK-AS1 NKTR NOA1 NOL12 NOL8 NOLC1 NOP10 NOSIP NPAT NPM1 NPRL2 NR1D1 NR2C2 NR4A2 NR5A2 NR6A1 NRP1 NSA2 NSL1 NSUN6 NUBPL NUBPL-DT NUCKS1 NUDT1 NUDT9 NUF2 NUFIP2 NUMA1 NUP42 NUP85 NUP98 NUS1 NUTM1 NVL NWD1 NXN OAS1 OASL OCIAD1 ODAD3 OGA OIP5-AS1 OR10J2P OSBPL10 OTUB2 OTULIN-DT OXA1L OXA1L-DT OXNAD1 OXSR1 PABIR1 PABPN1 PAK1IP1 PAK4 PANK3 PARK7 PARS2 PBX1 PCBP1-AS1 PCBP2 PCLAF PCLO PCM1 PCNX3 PCSK4 PCSK9 PDCD4 PDE8A PDK2 PDP2 PEF1 PEF1-AS1 PET100 PEX1 PEX16 PFKM PGAP2 PHB1 PHB2 PHF12 PHF14 PHF23 PHF5A PHF6 PHLDA1 PHLDA1-DT PHPT1 PIAS1 PIBF1 PIGB PIGBOS1 PIGL PIGW PIK3C2B PIK3C3 PIK3R2 PIK3R3 PIKFYVE PIN4 PIPOX PISD PITX2 PIWIL1 PIWIL2 PJA2 PKIB PKNOX1 PKP2 PKP3 PLA2G6 PLBD1 PLEC PLEK2 PLEKHA6 PLEKHA8 PLEKHJ1 PMS2P3 PNISR PNPO POC1A POC1B POC1B-GALNT4 POLD3 POLE3 POLG POLG-DT POLR1B POLR2B POLR2H POLR2K POLR2M POLR3A POP5 POP7 POT1 POT1-AS1 POU2AF1 POU2F1 POU2F1-DT POU2F3 PPCDC PPFIBP2 PPIC PPID PPIG PPIL3 PPM1D PPM1L PPM1L-DT PPME1 PPOX PPP1R11 PPP1R37 PPP2R1B PPP2R3C PPP2R5B PPP3CB PPP3CB-AS1 PPP4R3B PPP4R3B-DT PPP6R1 PPWD1 PRCC PRCP PREPL PRKAR1A PRKCI PRKCSH PRKDC PRKRIP1 PRORP PROSER3 PRPF4 PRPF40B PRR11 PRR14L PRR15 PRR5 PRR5L PRR7 PRR7-AS1 PRRG2 PRSS16 PSIP1 PSMC3 PSMC3IP PSMD1 PSME2P3 PSME3 PTBP1 PTCH1 PTGES3 PTK2B PTPMT1 PTPN21 PTPN23 PTPRZ1 PUM3 PURB PXMP2 PXN-AS1 QPCTL QRICH1 R3HDML-AS1 RAB10 RAB11A RAB11B RAB27A RAD1 RAD52 RAD54L RAF1 RALBP1 RBBP4 RBBP5 RBBP6 RBM14 RBM14-RBM4 RBM15 RBM15-AS1 RBM47 RBM48 RBSN RC3H2 RCAN1 RCHY1 RDH13 RDM1P5 RECQL REEP6 REXO4 RFC4 RFESD RFWD3 RFX1 RFXANK RGL1 RGL2 RGS20 RGS5 RHBDD3 RHEB RHOQP1 RIC8A RIC8B RIF1 RIMKLB RIN1 RIOK2 RIOK3 RN7SK RN7SKP134 RN7SL2 RN7SL346P RNASEK RNASEK-C17orf49 RND1 RNF128 RNF186-AS1 RNF39 RNF44 RNFT2 RNPEP RNU2-17P RNU6-728P RNU6-92P RNU6ATAC ROCK2 RPAP1 RPGRIP1L RPIA RPL10P15 RPL19 RPL21 RPL22 RPL26 RPL26L1 RPL26L1-AS1 RPL28 RPL35 RPL35A RPL5 RPL7L1P8 RPLP0 RPP14 RPRD1B RPS12 RPS14 RPS15A RPS16 RPS25 RPS26 RPS29 RPS6 RPS6KA1 RPS7 RPS9 RPTOR RRAS RRM1 RRN3 RSBN1 RSRC2 RWDD1 RYR3 SAC3D1 SAE1 SARM1 SART1 SATB2 SCAMP1 SCEL SCP2 SCRN3 SEC16B SEC22C SEC31A SEC61B SECISBP2L SECTM1 SELENOP SELENOW SEMA3C SEMA4B SENP1 SENP8 SEPTIN7 SEPTIN7-DT SERINC1 SERTAD1 SESN1 SF3A2 SF3A3 SFXN5 SGTB SH2B1 SH3BGRL2 SH3BGRL3 SH3BP5L SH3D21 SHC4 SIDT2 SIL1 SIRT2 SKA2 SKIDA1 SKP1 SLBP SLC22A5 SLC24A1 SLC25A23 SLC25A3 SLC25A30-AS1 SLC25A53 SLC28A2-AS1 SLC2A8 SLC30A10 SLC30A4-AS1 SLC30A5 SLC35A3 SLC35B1 SLC36A1 SLC39A13 SLC39A9 SLC3A2 SLC41A2 SLC4A1AP SLC7A7 SLC9A1 SLCO2B1 SLF1 SLMAP SLX4IP SMARCAD1 SMARCAD1-DT SMARCAL1 SMC2 SMC3 SMC5 SMG5 SMG8 SMIM31 SNHG1 SNHG10 SNHG32 SNIP1 SNORA13 SNORA70 SNORD101 SNORD25 SNORD26 SNORD27 SNORD48 SNORD84 SNRNP200 SNRPA SNRPB2 SNRPD2 SNX1 SNX5 SNX8 SOCS5 SP110 SP2-AS1 SPAG16 SPAG16-DT SPAG9 SPATA41 SPATS2L SPC24 SPC25 SPCS3 SPIN1 SPINK4 SPRED2 SPRING1 SPRY4 SPRYD4 SPTLC3 SRCAP SREBF2 SREK1IP1 SRI SRP54 SRP54-AS1 SRRM5 SRSF1 SS18 SSBP1 ST7L STAG3L5P STAG3L5P-PVRIG2P-PILRB STAM2 STAMBP STARD10 STARD5 STIP1 STK31 STK35 STRN3 STXBP1 STXBP3 SUB1 SUCLG1 SUGP1 SUN1 SUPT5H SUPT7L SYNCRIP SYNGR4 SYT8 TADA3 TAF6L TANK TANK-AS1 TARDBP TARS1 TARS1-DT TATDN3 TBC1D15 TBC1D32 TBCCD1 TBL1X TBL1XR1 TBX3 TCEA1 TCF3 TCP11L2 TDG TDP1 TEDC1 TENT2 TEX2 TEX261 TGFA THAP11 THAP6 THAP9 THAP9-AS1 THG1L TICRR TIGD4 TIMM8A TIPIN TJP3 TLCD4 TLCD4-RWDD3 TLDC2 TLE1 TLE4 TM2D1 TM2D2 TM4SF4 TM4SF5 TMA16 TMBIM6 TMC1 TMC3-AS1 TMC4 TMEM126B TMEM138 TMEM143 TMEM144 TMEM14C TMEM165 TMEM167B TMEM209 TMEM219 TMEM245 TMEM248 TMEM260 TMEM41B TMEM79 TMEM87A TMEM94 TMEM97 TMPO TMPO-AS1 TMPOP2 TMPRSS4 TMSB4X TMUB2 TMX1 TNFAIP8 TNFRSF10A TNFRSF10A-DT TNFRSF10B TNPO2 TNPO3 TNRC6B TOMM20L TOMM20L-DT TOP2A TOPBP1 TOR3A TPD52L2 TPI1P2 TPM3 TPRA1 TPX2 TRA2B TRAF3IP2 TRAJ7 TRAPPC4 TRAPPC9 TRBV30 TRIM35 TRIP4 TRMT6 TRUB2 TSG101 TSLP TSNAX TSNAX-DISC1 TSPAN1 TSPAN13 TTC1 TTC13 TTC17 TTC21B TTC23 TTC26 TTF2 TTI1 TUFM TUT1 TXK U2AF2 UBAP2L UBE2B UBE2I UBE2M UBE2N UBL5 UBL7 UBL7-DT UBOX5 UBR4 UBXN8 UNC13D UNC5B-AS1 UPF2 UQCC1 UQCC2 UQCC6 UQCR11 UQCRH UROS USF1 USF3 USP36 USP37 USP48 UTP18 UTS2B VARS2 VASP VPS13C VPS26B VPS26C VPS33B VPS33B-DT VPS4B VPS50 VPS72 VPS8 VRK3 VTA1 VTRNA1-1 VTRNA1-2 WASF2 WASL-DT WBP2 WDR36 WDR37 WDR5 WDR5-DT WDR54 WDR55 WEE2-AS1 WHAMM WRAP53 WSB2 XAB2 XPNPEP1 XPO1 XRCC5 XRCC6 YAE1 YAP1 YARS2 YJU2 YWHAG ZBTB22 ZBTB8OS ZCCHC8 ZFAND6 ZFP90 ZFYVE26 ZFYVE27 ZMYM6 ZNF106 ZNF133 ZNF180 ZNF213 ZNF213-AS1 ZNF250 ZNF271P ZNF320 ZNF384 ZNF473 ZNF484 ZNF503 ZNF503-AS2 ZNF524 ZNF564 ZNF576 ZNF584 ZNF592 ZNF644 ZNF687 ZNF701 ZNF747 ZNF747-DT ZNF774 ZNF785 ZNF79 ZNF799 ZNF815P ZNF823 ZNF888-AS1 ZNHIT2 ZNHIT3 ZNRD2 ZNRD2-DT ZSCAN2 ZSCAN25 ZSCAN30 ZSCAN9 E2F5_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/E2F5_TARGET_GENES AAMP ABCA5 ABRAXAS2 ACAD8 ACAD9 ACBD5 ACOX2 ACP2 ACRBP ACSF3 ACSL6 ACSM4 ACTG1 ACTL6B ACTN4 ACTR1A ACVR1B ADAM9 ADCY9 ADD1 ADGRB3 ADGRB3-DT ADGRG3 ADNP ADO ADORA3 ADSS2 AFDN AFDN-DT AFMID AGO4 AGPS AHCTF1 AHCYL2 AHI1 AHSA1 AIDA AKIRIN2 AKR1E2 AKT2 ALB ALDH5A1 ALDOA ALG10 ALG1L13P ALG6 ALKBH8 AMIGO1 AMMECR1 ANKMY1 ANKRD11 ANKRD12 ANKRD34C-AS1 ANKS6 ANKZF1 ANO7 ANP32E ANXA5 AP2A2 AP2M1 AP2S1 AP4M1 APAF1 APBB1 APLF ARHGAP11B-DT ARHGAP25 ARHGAP5 ARHGAP5-AS1 ARHGDIA ARHGEF2 ARHGEF39 ARID4A ARMH3 ARMH4 ARPC2 ARPP19 ARRDC3 ARV1 ASAP3 ASPH ATAD2 ATAD5 ATE1 ATE1OSP ATF7IP2 ATG4B ATG9A ATP13A1 ATP2A3 ATP5MF ATP5MF-PTCD1 ATP6AP1L ATP7A ATXN7L3 AUP1 AURKB B4GALT2 B4GALT3 BABAM1 BABAM2 BANCR BANP BARHL1 BCAS2 BDH2 BICDL1 BIN1 BIRC5 BLM BMAL1 BOD1 BORA BRCA2 BRD3 BRD4 BRD9 BROX BSG BSN-DT BTBD1 BTBD3 BTNL9 BTRC BUB1B BUB3 C10orf95-AS1 C11orf21 C11orf58 C16orf95 C18orf54 C19orf38 C19orf44 C19orf53 C19orf81 C1orf109 C1orf159 C1orf174 C2orf69 C4orf46P2 CA1 CA12 CABIN1 CACNA1A CACTIN CADM3-AS1 CALB1 CALCOCO1 CALM3 CALR3 CAMKK2 CANT1 CARD8 CARD8-AS1 CARMIL2 CASP8AP2 CBFA2T3 CCAR2 CCDC115 CCDC124 CCDC136 CCDC137P1 CCDC144CP CCDC146 CCDC159 CCDC163 CCDC174 CCDC18 CCDC191 CCDC71 CCDC88A CCDC88B CCHCR1 CCNA2 CCNB2 CCNG2 CCP110 CCZ1B CCZ1P1 CDC25C CDC40 CDCA2 CDCA3 CDCA5 CDCA7 CDCA8 CDH23 CDK11A CDK12 CDK5 CDK5RAP2 CDKN3 CDYL CECR2 CELF6 CENPA CENPF CENPO CENPS CENPS-CORT CENPT CENPV CENPW CEP128 CEP290 CEP295 CEP89 CERNA3 CFAP161 CFAP95 CFAP95-DT CFAP99 CFL1 CFLAR-AS1 CHAMP1 CHCHD2 CHCHD2P1 CHCHD6 CHD4 CHD7 CHEK1 CHEK2 CHFR CHFR-DT CHIC2 CHMP4B CHPT1 CHRNB1 CIAO2A CIDECP1 CKAP5 CLDND1 CLEC16A CLINT1 CLP1 CLPX CLSTN1 CLTC CMIP CMSS1 CNPY2 COL4A2 COMMD3 COMMD3-BMI1 COPS7B COX15 COX7B COX7C CP CPED1 CPLX2 CPLX3 CPNE2 CPXM1 CRADD CRAMP1 CRTC2 CRTC3-AS1 CSGALNACT2 CSGALNACT2-DT CSNK1E CSNK2B CSTF3 CSTF3-DT CTBP1 CTBP1-DT CTCF CTCF-DT CTDP1 CTNNA2 CTTN CTTNBP2 CUTC CWC22 CXXC1 CYB561D2 CYB5R4 DAZAP1 DCAKD DCK DDIAS DDX23 DEDD DENND1A DEPDC1 DEPDC1B DESI1 DGCR8 DIAPH1 DIAPH1-AS1 DIAPH3 DLGAP4 DLGAP5 DMXL2 DNAJB2 DNAJC17 DNAL1 DOLPP1 DOT1L DPYSL2 DTNB DUS1L DUSP14 DUSP28 DUT DUT-AS1 DVL2 DYNC1I2 E2F1 E2F2 E2F3 EDC3 EEF2K EFNA3 EHD1 EIF3F EIF4H ELOC EMC3 EMC3-AS1 EME1 EML6 ENSG00000187951 ENSG00000213963 ENSG00000225649 ENSG00000230615 ENSG00000232995 ENSG00000235978 ENSG00000236393 ENSG00000246465 ENSG00000254718 ENSG00000255491 ENSG00000266401 ENSG00000266976 ENSG00000278390 ENSG00000283403 ENY2 EOGT EPC1 EPC1-AS1 EPC2 ERP44 ERVK3-1 ESPL1 EXOC6 EXOSC2 F2RL3 FAAP24 FAM110A FAM111A FAM117A FAM168B FAM178B FAM185BP FAM193A FAM200B FAM222A FAM237A FAM53C FAM83A FANCB FANCC FANCD2 FANCI FARSA FASN FASTKD1 FBF1 FBLL1 FBRSL1 FBXL16 FBXL20 FBXL5 FBXO15 FBXO31 FBXO38 FBXO38-DT FBXO46 FBXO48 FBXO5 FBXW11 FCHSD2 FEM1A FEZ1 FGF7 FGFR1 FHL2 FN3K FNBP1 FNBP1P1 FOXA3 FOXM1 FPR1 FRMD1 FTO FUZ FYCO1 FZD3 GAB2 GALM GAREM2 GATA1 GATB GBA1 GBAP1 GCSAML GDAP1 GEN1 GFER GFUS GINS2 GIRGL GLRA1 GLUD1 GNB1 GNB1-DT GNB4 GNG4 GP6 GP6-AS1 GPANK1 GPAT4 GPBP1L1 GPR158 GPR19 GPR6 GPT2 GRAMD4 GRHL1 GRK3 GRK3-AS1 GRK4 GRM1 GRM7 GSPT1 GTF2H2C GTF2IRD1 GTPBP2 GUCD1 GVQW3 GYPB GYPE H2AC11 H2AC13 H2AC16 H2AX H2BC11 H2BC13 H2BC16P H4C8 HASPIN HAUS8 HCG20 HCLS1 HDAC5 HDAC6 HECTD2 HEMGN HEPH HERC1 HIF1A HIKESHI HINT3 HM13 HMBS HMG20A HMGB1 HMGB2 HMGB3 HMGN2 HMGN2P34 HMX3 HNRNPA1P52 HNRNPD HNRNPD-DT HNRNPF HNRNPU HOOK3 HPN HROB HSCB HSF2BP HSPA9 HSPD1 HSPE1 HSPE1-MOB4 HTR1A HTR5A HTRA2 IFI27 IFRD1 IFRD2 IFT140 IFT80 IGF1R IKBIP IKBKB-DT IKZF2 IKZF3 IL18RAP IL1R1 IL23A IMP4 IMPACT ING3 INHA INHBE INTS1 INVS IPO13 IQGAP3 IRAIN IRF2BP2 ITGAE IZUMO1 KAT14 KAT6A KAT7 KBTBD2 KBTBD6 KBTBD7 KCNAB1 KCNB1 KCNC3 KCNH6 KCNK1 KCNK12 KCNS2 KCTD20 KCTD9 KDM7A KDM7A-DT KIAA0232 KIAA1143 KIAA1586 KIF15 KIF18B KIF18B-DT KIF20B KIF22 KLF13 KMT2B KNSTRN KPNA3 KRR1 LAMTOR2 LARP4B LARP7 LARS1 LASP1 LEMD2 LEPROTL1 LGALSL LGALSL-DT LHFPL4 LHFPL5 LIFR LIFR-AS1 LIN54 LIN9 LINC00029 LINC00663 LINC00964 LINC00996 LINC01056 LINC01287 LINC01424 LINC01433 LINC01521 LINC01560 LINC01732 LINC01898 LINC01929 LINC02068 LINC02252 LINC02268 LINC02543 LINC02610 LINC02696 LINC02777 LINC02918 LINC02928 LINC02983 LINC03023 LINC03108 LMNB1 LMNB1-DT LMNB2 LNCATV LONRF1 LPIN2 LRFN4 LRP4-AS1 LRRC61 LSM10 LUC7L LUC7L2 LYN LYSMD1 MACC1 MAD1L1 MAD2L1BP MADCAM1 MADCAM1-AS1 MAGOHB MAK16 MALAT1 MAN2A2 MANEAL MAP1LC3B MAPK8IP2 MAPT MARCHF2 MARCHF4 MARS1 MASTL MAT2A MAU2 MAX MBTPS2 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MDH1 MDM2 MED15 MED25 MEF2C MEF2C-AS1 MEGF11 MELK METTL15 METTL2A METTL3 METTL4 MFAP1 MFAP3L MGME1 MIDEAS MIER1 MIF4GD MIF4GD-DT MINDY2 MINDY2-DT MIR130AHG MIR3124 MIR4470 MIR4515 MIR4706 MIR4710 MIR4729 MIR4736 MIR4766 MIR5093 MIR7-3 MIR7-3HG MIS18BP1 MITF MKI67 MKKS MLLT6 MMACHC MOB4 MOSPD2 MPI MPND MRGBP MRPL27 MRPL52 MRPS25 MTF2 MTFR2 MTMR4 MUS81 MYB MYCL MYO18B MYO3B-AS1 MYO6 MYO9B MZT1 NAB2 NADK2 NAGLU NBPF12 NCAPH NCKAP1L NCOA5 NDC80 NDUFV2-AS1 NEDD4 NEIL3 NEK6 NELFA NELFCD NEMP1 NEUROD4 NF2 NFASC NFE2 NFE2L2 NFXL1 NIFKP7 NINJ2 NKAIN1 NMRK1 NMT1 NNMT NOLC1 NOP14 NOP53 NOP58 NOS3 NOSIP NOXO1 NPEPPS NPEPPSP1 NPPB NPRL2 NPRL3 NR1H3 NR3C1 NRDE2 NRSN2-AS1 NSD1 NSD2 NSMCE1-DT NTAN1 NTHL1 NUCB1 NUCB1-AS1 NUDCD1 NUDT13 NUDT2 NUF2 NUMA1 NUP37 NUP54 NUTF2 NYAP2 OAZ1 OBSL1 ODAD3 OGDHL OPLAH OR51A6P ORC6 ORMDL3 OSBP2 OSTF1 OTUD7A P4HTM PABIR3 PACS2 PAFAH2 PAN2 PANK4 PARPBP PATZ1 PBK PCBP1-AS1 PCED1B PCED1B-AS1 PCK1 PCSK1 PCSK6 PCSK6-AS1 PDE3B PDE4C PDE6D PDIK1L PDS5A PDS5B PEAK1 PET117 PEX26 PGP PHB1 PHF12 PHF13 PHF21A PHLPP1 PI16 PIAS1 PIGL PIK3AP1 PIPOX PKD1L2 PKN1 PLAAT5 PLEKHF2 PLK1 PLSCR2 PLXNA3 PNKD PNPLA6 PODXL2 POGLUT1 POLE POLE2 PPCDC PPID PPM1A PPM1E PPP1R12C PPP1R15A PPP2R3B PPP4R1L PPP5D1P PRCP PRKCA PRKCE PRKCSH PRKD1 PRKDC PRMT3 PRR14 PRR5 PSMA1 PSMA3-AS1 PSMB5 PTAR1 PTBP1 PTBP3 PTCD1 PTDSS2 PTMA PTMS PTP4A3 PTPRN2 PTRHD1 PXMP2 PXN PXT1 QRICH1 QTRT1 QTRT2 RAB29 RAB30 RAB30-DT RAB39A RAB7A RABEP1 RABGAP1L RABGAP1L-DT RACGAP1 RAD51 RAD51-AS1 RAD51B RAD54L RALBP1 RALGDS RANBP1 RANBP10 RANGAP1 RBBP4 RBKS RBL1 RBM6 RBSN RCCD1 RCCD1-AS1 RCN3 RDH10-AS1 REN RERE REXO2 RFC3 RFC4 RGS5 RHNO1 RHOA RHOBTB3 RIC8B RIN3 RMDN3 RN7SKP168 RN7SKP192 RN7SKP245 RN7SKP91 RN7SL824P RNA5SP324 RNA5SP404 RNA5SP60 RNF10 RNF130 RNF167 RNF170 RNF213 RNF227 RNU1-108P RNU2-17P RNU4-2 RNU5D-1 RNU6-169P RNU6-218P RNVU1-27 RPF1 RPGRIP1L RPH3AL RPIA RPL13A RPL17P41 RPL23A RPL36AP7 RPL7AP83 RPP40 RPS13 RPS20 RPS23 RPS27 RRM1 RRM2 RRP1B RTEL1 RTEL1-TNFRSF6B RTKN2 RUFY1 RUNX1T1 RXRA RYK S100Z SAMD9L SAP30 SAP30-DT SARDH SASS6 SAV1 SBK1 SCAF1 SCAMP5 SCG2 SCG3 SCGN SCMH1 SCNM1 SCRIB SCRT1 SDK1 SEC14L1 SEC24C SEC61A1 SEL1L SELENOKP2 SELPLG SEPTIN7P9 SERBP1 SETMAR SEZ6 SGO1 SGO1-AS1 SGPL1 SH3BP5L SH3GL1 SHCBP1 SHLD1 SHLD2 SIAH1 SIGLECL1 SIK3 SKA1 SLC12A8 SLC14A1 SLC17A6 SLC25A11 SLC35A1 SLC35F2 SLC38A1 SLC39A3 SLC44A1 SLC45A4 SLC48A1 SLC4A2 SLC6A6 SLC7A7 SLC8B1 SLK SLX4IP SMARCA4 SMARCAL1 SMC4 SMC6 SMIM30 SMPD3 SMUG1 SNAP25-AS1 SNAPC3 SNHG20 SNHG32 SNHG5 SNIP1 SNORD42B SNORD48 SNORD54 SNRPD3 SNX1 SNX12 SNX16 SNX5 SORBS1 SOX12 SOX6 SPATA5L1 SPC25 SPCS2 SPCS3 SPG11 SPINK4 SPIRE2 SPTAN1 SPTBN4 SRCIN1 SRD5A3-AS1 SRRM3 SRSF1 SSBP4 SSH1 ST18 ST20 ST3GAL2 ST7 STAP2 STARD6 STARD7 STAT1 STAT3 STAT5B STAU1 STC2 STIL STING1 STK25 STMN1 STMN3 STN1 STON2 STRADB STRIP1 STXBP5-AS1 SUGP1 SULT4A1 SUMO2 SUMO3 SVOP SYCE2 SYMPK SYN1 SYNCRIP SYNGR1 SYT14 SYT3 SZRD1 TACC1 TAL1 TBC1D31 TBC1D4 TBC1D8B TBL1X TBX6 TCAM1P TCEA2 TCEANC2 TCF19 TCF4 TCIRG1 TCP11L1 TCP11L2 TCTA TEDC2 TEX45 TFAP2A TFDP1 TFEB TGFBR3 THAP1 THAP12 THAP4 THUMPD2 THYN1 TIAL1 TIMM21 TIMM22 TK1 TK2 TKT TLCD3B TLE5 TM2D2 TM9SF4 TMBIM1 TMED1 TMED5 TMEM11 TMEM11-DT TMEM115 TMEM131 TMEM145 TMEM14B TMEM150A TMEM160 TMEM179 TMEM181 TMEM201 TMEM33 TMEM39A TMEM59 TMEM69 TMEM70 TMIGD3 TMPO-AS1 TMTC3 TNFRSF19 TNRC6B TNRC6B-DT TOMM40L TOP2A TOR1A TOR2A TP53 TP53BP2 TPBGL-AS1 TPGS1 TPH2 TPRA1 TPRKB TPX2 TRAK2 TRAPPC3 TRIM29 TRIP13 TRIR TRMT13 TRMT2A TRPC7 TSC2 TSNAXIP1 TSPAN7 TSSK3 TTBK1 TTC13 TTC33 TTC9B TTLL4 TUBGCP3 TULP2 TULP3 TXN2 TXNDC15 UBA5 UBAC1 UBE2E2 UBE2E2-DT UBE2E3 UBE2E3-DT UBE2G2 UBE2L3 UBE2O UBE2Q1 UBE2Q2 UBE2T UBE2V1P4 UBE3C UBL4A UBQLN4 UBR2 UBR3 UBTF UBXN2A UBXN2B UCK1 UCKL1 UNC13A UNG UPF1 USF2 USP20 USP28 USP3 USP31 USP39 USP48 USP6NL UTP11 VAC14 VAPA VCPIP1 VDAC2 VHL VILL VIPAS39 VKORC1 VMP1 VOPP1 VOPP1-DT VPS35 VPS35L VPS50 VRK1 VRK3 VTI1B VTN VTRNA1-3 WASF1 WBP2 WDPCP WDR13 WNK1 WRAP53 WT1-AS WWC2-AS1 WWP1 XIST XKR4-AS1 XPO6 XRCC3 XRRA1 XYLT2 YEATS2 YJU2 YME1L1 YPEL4 ZAR1L ZBED6 ZBTB11 ZBTB12 ZBTB14 ZBTB46 ZBTB8OS ZC3H11A ZCCHC7 ZFP37 ZFPL1 ZFX ZFX-AS1 ZFYVE1 ZFYVE19 ZFYVE21 ZFYVE28 ZGRF1 ZHX1 ZHX1-C8orf76 ZNF10 ZNF133 ZNF155 ZNF175 ZNF185 ZNF217 ZNF225 ZNF225-AS1 ZNF235 ZNF239 ZNF268 ZNF280C ZNF280D ZNF32 ZNF331 ZNF337 ZNF341-AS1 ZNF350 ZNF354A ZNF367 ZNF37A ZNF41 ZNF420 ZNF436 ZNF436-AS1 ZNF444 ZNF45 ZNF451 ZNF473 ZNF484 ZNF56P ZNF573 ZNF585A ZNF589 ZNF605 ZNF614 ZNF615 ZNF649 ZNF687 ZNF785 ZNF821 ZNF84 ZNF84-DT ZSCAN31 ZW10 ZWINT ZYG11A EBNA1BP2_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/EBNA1BP2_TARGET_GENES ABCB9 ABCC1 ABCC5 ABCD3 ACE ACSM3 ACTN4 ADAM15 ADNP2 AGA AGAP1 AGL AGTPBP1 AHNAK AKAP1 AKAP11 ALG5 ALKBH6 AMACR ANKRD13D ANTKMT ANXA2R-AS1 ASB1 ASF1B ASPHD1 ATG4C ATP13A1 ATP8B3 ATXN7L1 AZGP1 BBIP1 BCL6 BICDL3P BORCS8 BORCS8-MEF2B BRWD1 BRWD1-AS1 BRWD1P2 C11orf24 C11orf58 C12orf29 C16orf89 C19orf81 C2orf15 C2orf92 CACNA1D CACNA2D2 CAMKMT CCL4L2 CDC7 CDK5RAP1 CENPBD2P CFAP221 CHCHD6 CIPC CIZ1 CLPTM1L CLSTN3 CLXN CMPK2 COL2A1 COMT COQ8A CPVL CREBRF CTNNA1 CUX1 CYBRD1 DAG1 DARS1 DCLRE1B DDHD1 DHRS7 DIDO1 DIP2A DLG5-AS1 DMRTA2 DNAAF1 DNAH12 DNAJC6 DNM1 DOC2B DPM1 DROSHA DSG1 DYNC1I1 DYNLRB2 EFNA5 EHD4 EMCN ENO3 ENSG00000271858 EPC2 ERAP1 ERF ERI3 ETNK1 ETNK1-DT ETV5 EXO5 EXO5-DT EXOSC8 FAIM FAM117A FAM83F FARP2 FBXO8 FCMR FCRLB FKBP9P1 FOXP2 FUT4 G3BP2 GABRA6 GABRB2 GCK GCKR GCNT2 GFOD2 GFRA2 GIMAP5 GIPR GIT1 GLRA1 GNA11 GPA33 GPAT4 GPATCH1 GRAMD2B GRK1 GRPR GSDME GTDC1 GTF3A GUSBP5 HAPSTR1 HAVCR2 HCFC1R1 HECTD1 HGS HLCS HMGN1 HNRNPK HNRNPU HOTTIP HPCAL1 ICE1 IDO1 IFNLR1 IFT27 IGBP1P1 IGF1R IGFBP2 IGFLR1 IL20 IL6R INPP5F INPPL1 INSL6 INTS12 IQCH IRAG2 IRF1 ITGB1-DT ITPKB ITPR2 KAT7 KCNJ13 KIAA0319 KLC2-AS2 KRIT1 KRTAP8-1 LAIR1 LAIR2 LAMB1 LARS1 LENEP LINC00052 LINC00567 LINC01610 LINC01629 LINC01754 LINC01852 LINC02004 LINC02931 LNCATV LRRC75B LYL1 MAK MAP3K2 MAP3K2-DT MBD3 MBL1P MCRS1 MED24 MFN1 MFRP MIGA2 MIR3199-2 MIR34AHG MIR4446 MIR4760 MIR646 MIR9-1HG MMACHC MOK MTCO1P23 MTHFD2 MTHFSD MYO10 MYO1C MYPOP MZF1 NDUFA10 NEK6 NF2 NFE2L3 NFKB1 NME2 NMNAT2 NOTCH3 NRXN3 NSMF NT5DC3 NUDC NUDCD1 NXN OSBPL9 OSTC OXR1 OXR1-AS1 PABIR1 PAG1 PHLDB2 PIGC PIGR PITPNB PITPNM2-AS1 PIWIL4 PLA2G4E-AS1 POU2AF1 PPIC-AS1 PPP1R10 PPP2CB PPP3CC PRDM4 PREPL PRPF40B PRR34 PRR34-AS1 PSME3IP1 PSMG1 PTCD3 PTPRS R3HCC1L RAB1B RAB40B RAPGEF4 RASGEF1C RBM22 RBP5 RCC1 RELB RFC1 RFXANK RGMA RN7SL144P RN7SL260P RN7SL282P RN7SL448P RNA5SP451 RNF145 RNF187 RNU6-269P RNU6-626P RNU7-182P RPL10 RPL26L1 RPL26L1-AS1 RPL28 RPL39P39 RPL7AP75 RSAD2 RSPRY1 RTF2 SAMD4A SELENOK SEMA4D SETDB1 SGK1 SGTA SH2D2A SH3BP4 SHOC2 SIDT1 SLC14A1 SLC1A2-AS2 SLC23A2 SLC25A37 SLC26A7 SLC27A1 SLC2A9 SLC38A2 SLC39A3 SLC39A8 SLC43A2 SLC46A2-AS1 SLC6A1 SMARCA2 SMTN SNHG3 SNORD13 SNRPF SNTG2 SOX13 SPATA6 SPC24 SPTAN1 SRC SRSF10 SSB SSPOP STIM1 STRN4 STX17 STX18 SVIP SYT16 SYVN1 TAB2 TAB3 TAF1C TARDBP TARS3 TENT5C-DT TEX41 TGS1 THBS4 THOC1-DT THSD1 TMBIM1 TMEM216 TMEM238 TMEM44-AS1 TMEM68 TMF1 TMSB15B TNFAIP8 TNRC6B TNRC6B-DT TOR2A TRANK1 TRAPPC12 TRAV6 TRIM14 TRIM3 TTC28-AS1 TTC7A TTI2 TXNRD2 TYK2 UBBP3 UBE2D3 ULK1 UROD USP43 UXS1 VSIG10 VTI1A WNK2 XPO7 XRCC1 ZBTB48 ZNF107 ZNF146 ZNF268 ZNF331 ZNF34 ZNF565 ZNF626 ZNF696 ZNF85 EGFR_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/EGFR_TARGET_GENES ABCA7 ACTB ACTG1 C11orf98 C12orf57 CSKMT DUSP5 DUSP5-DT DVL2 EEF1A1 H2BC18 H2BC5 HOOK2 ILF2 JUNB LINC02709 MALAT1 MAT2A MIR4530 NR4A1 PKM RHOB RNU7-1 RNVU1-14 RNVU1-27 RPL36AP44 SCRIB SEMA4B SFN SNORA57 SNORD12C TATDN3 TM4SF1-AS1 VMP1 ZFAS1 ZNFX1 ELF2_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ELF2_TARGET_GENES AAGAB AAK1 AAR2 AATF ABCE1 ABT1 ACAD10 ACBD3 ACBD5 ACLY ACO2 ACOT8 ACTR6 ADAL ADAM9 ADAP2 ADAT1 ADGRE3 ADIPOR2 ADPGK ADPRHL1 ADSL AFG1L AFG3L2 AGAP2-AS1 AHCYL2 AIDA AIMP1 AIP AK9 AKIRIN2 AKT1S1 ALDH1A2 ALG10B ALOX12-AS1 ALPK1 AMDHD1 ANAPC10 ANAPC5 ANKHD1 ANKHD1-DT ANKHD1-EIF4EBP3 ANKRD11 ANKRD13A ANKRD17 ANKRD17-DT ANKRD24 ANKRD40CL ANKRD42 ANKRD42-DT ANKRD49 ANO6 ANXA4 AOPEP AP1M2 AP1S2 AP2A1 AP2B1 AP3D1 AP3S1 AP4M1 AP5Z1 APBB3 APMAP APPL2 APTX AQR ARFIP1 ARFIP2 ARHGAP11B-DT ARHGAP12 ARHGEF18 ARHGEF18-AS1 ARHGEF37 ARID3B ARID4A ARL16 ARMC5 ARMH4 ARMT1 ARPC3 ARPC4 ARPC4-TTLL3 ARPC5L ARRDC4 ASB16-AS1 ATF4 ATG101 ATG12 ATG13 ATG16L1 ATG5 ATP13A1 ATP13A4 ATP5PF ATP6V1D ATP6V1E1 ATP6V1H ATP8B1-AS1 ATPSCKMT ATXN2L AUP1 AXDND1 B3GALT6 B9D1 BABAM1 BAG4 BANF1 BAZ2A BBIP1 BCL2L1 BCL2L13 BECN1 BIN3 BLCAP BLOC1S1 BLOC1S3 BLOC1S5 BLOC1S5-TXNDC5 BLZF1 BMS1P4-AGAP5 BNIP1 BORA BORCS8 BORCS8-MEF2B BRAP BRCA1 BRMS1 BROX BSCL2 BTF3L4 BUD31 BZW1 C10orf143 C11orf52 C12orf4 C12orf76 C15orf62 C18orf21 C18orf25 C18orf32 C19orf25 C19orf44 C1D C1orf112 C1orf131 C1orf220 C1orf43 C1orf52 C22orf23 C2CD2L C4orf33 C6orf62 C9orf72 CABLES2 CACTIN CAGE1 CALR3 CAPN10 CARD8 CARS1 CATSPERD CATSPERG CBLL1 CBLL1-AS1 CCAR2 CCDC137 CCDC148 CCDC174 CCDC18 CCDC18-AS1 CCDC28A CCDC28A-AS1 CCDC38 CCDC47 CCDC61 CCDC7 CCDC71 CCDC9 CCDC97 CCNDBP1 CCNG2 CCNI CCT5 CCZ1P1 CD164 CD2BP2 CD2BP2-DT CDC123 CDC40 CDC42SE1 CDC45 CDCA5 CDIN1 CDIPT CDIPTOSP CDK10 CDK11A CDK11B CDK12 CDK7 CDK9 CDKL3 CDKN2C CDNF CEBPZ CENPBD2P CENPL CENPP CENPQ CENPT CEP120 CEP152 CEP164 CEP192 CEP44 CEP70 CEP89 CEP95 CES2 CETN3 CFAP20 CFAP52 CFAP68 CFL1 CGGBP1 CHCHD2 CHCHD5 CHD8 CHFR CHFR-DT CHMP1A CHMP1B CHMP4A CHMP4B CHP1 CHURC1 CHURC1-FNTB CIAO2A CIAO2B CIAPIN1 CIDECP1 CIR1 CIRBP CKS1B CKS2 CLASRP CLHC1 CLK3 CLN3 CLP1 CLPTM1 CLPTM1L CLTA CNBD2 CNDP2 CNST CNTD1 COA3 COASY COG3 COIL COMMD5 COMMD6 COP1 COP1-DT COPA COPB2 COPB2-DT COPE COPG1 COPS5 COPS7A COQ5 COQ9 CORO7 COX14 COX15 COX16 COX17 COX7A2 COX8A CPNE1 CPSF7 CRADD CRB3 CREBRF CSNK1A1 CSNK1G1 CSPP1 CSTF2 CTC-338M12.4 CTR9 CTU1 CUTA CUTC CWC22 CWC25 CWF19L1 CYB561D2 CYB5R4 CYBC1 CYCS CYP51A1 DARS2 DAZAP2 DBP DBR1 DCAF6 DCLRE1C DDIAS DDX11 DDX11-AS1 DDX18 DDX19B DDX21 DDX23 DDX28 DDX39A DDX39B DDX39B-AS1 DDX42 DDX49 DDX5 DDX56 DEDD DELE1 DENR DEPDC5 DERL1 DGUOK DHFR2 DHODH DHX16 DHX33 DHX33-DT DHX37 DHX40 DIAPH1 DIAPH1-AS1 DIDO1 DIS3 DLGAP5 DLL1 DMAC2 DMXL2 DNAAF4 DNAAF4-CCPG1 DNAJA3 DNAJC14 DNAJC7 DNLZ DNM2 DNTTIP1 DOCK4 DPAGT1 DPH3 DPM1 DPM2 DPM3 DPP3 DPP3-DT DPP9 DR1 DUS2 DXO DYNC2I2 DYNC2LI1 DYNLRB2 DYNLRB2-AS1 E2F4 EAF1 EAF2 EBLN3P EDEM2 EEF1A1P23 EEF1AKMT3 EEF1B2 EFCAB6 EFCAB6-DT EFCAB7 EIF1AD EIF2AK3 EIF2AK3-DT EIF2B1 EIF2S1 EIF3D EIF3H EIF3I EIF4E2 EIF5A EIF6 EIPR1 ELAC2 ELF1 ELK4 ELL ELOF1 ELP3 EMC1 EMC3 EMC3-AS1 EMC4 EMC7 EME1 EMSY EMSY-DT ENO1 ENO1-AS1 ENSG00000187185 ENSG00000187951 ENSG00000233223 ENSG00000272008 ENSG00000282936 ENTPD1-AS1 EOLA1 EOLA1-DT EPN1 ERAP2 ERCC5 ERH ERLIN2 ERVK3-1 ESR2 ESYT1 EVI5L EXD1 EXOC1 EXOC2 EXOC4 EXOC8 EXOSC3 FAAP24 FADS2 FAF1 FAM117A FAM120B FAM172A FAM216A FAM53C FAM83C-AS1 FANCD2 FARSA FASTKD5 FBRS FBXL9P FBXO24 FBXO32 FBXO36 FBXO38 FBXO38-DT FBXO45 FBXO46 FBXO8 FBXO9 FBXW7 FBXW9 FDFT1 FDPS FDXACB1 FDXR FEN1 FIG4 FIS1 FIZ1 FKBP1A FLAD1 FOSB FRG1 FRG1-DT FRS3 FSIP1 FTSJ3 FUZ FZR1 G2E3 GABARAP GABPA GABPB2 GALT GAPDH GARS1 GARS1-DT GATAD1 GATB GATC GBA1 GDAP1 GDAP2 GET3 GFM2 GGA1 GGA3 GHDC GID8 GIHCG GIN1 GLI4 GLUD1P3 GLYCTK GMPPA GNPAT GNPTG GOLGA3 GOLPH3L GOLT1B GON4L GON7 GORAB GORAB-AS1 GOSR2 GOSR2-DT GPATCH2 GPATCH2L GPATCH4 GPN3 GSK3A GSPT1 GTF2A1 GTF2A1-AS1 GTF2H1 GTF2H3 GTF3C1 GTF3C2 GTF3C2-AS2 GTPBP10 GTPBP4 GTSE1 GTSE1-DT GUCD1 H2AX H4C16 HARBI1 HAUS8 HBP1 HECTD4 HELB HEMK1 HGS HIBCH HIGD2A HIKESHI HIPK1 HIPK1-AS1 HJV HMBS HMGB1 HMGB2 HMGCR HMOX2 HPS1 HPS5 HROB HSPA14 HSPA9 HSPB6 HSPBP1 HSPH1 HTRA2 HYCC2 IER2 IKBKB IKBKB-DT IL5 INCENP ING4 INHCAP INIP INO80 INO80B INO80B-WBP1 IPPK IQCB1 IQCG IQCH IRF2BP2 IRGQ ISG20L2 ISY1 ISY1-RAB43 ITGA7 ITGB3BP ITPA JAGN1 KAT5 KAT7 KATNB1 KATNIP KBTBD2 KCTD10 KDM5C KHDC4 KIAA0753 KICS2 KIF11 KIF14 KIF23 KIF23-AS1 KIF3B KIF9 KIFC3 KLHDC4 KLHL18 KLHL26 KLRG1 KNL1 KRT10 KRT10-AS1 KTI12 KYAT1 LACTB LAMP1 LAMTOR4 LAMTOR5 LAMTOR5-AS1 LAPTM4A LAPTM4A-DT LARP4B LARS1 LCMT1 LCMT1-AS1 LCMT2 LENG1 LETMD1 LIN37 LINC00339 LINC00467 LINC01315 LINC01635 LINC01764 LINC02166 LINC02569 LIPE LIPE-AS1 LIPT1 LMAN2 LMLN LNP1 LONP1 LRCH4 LRIF1 LRPPRC LRR1 LRRC28 LRRC41 LRRC46 LRRC8A LSM1 LSM5 LSM8 LTN1 LYRM2 LYSMD1 LZIC M6PR MAK16 MALSU1 MAN1B1 MAN1B1-DT MAP3K5 MAP3K7 MAPK7 MAPKAPK5 MAPKAPK5-AS1 MATR3 MAU2 MBD1 MBD3L1 MBTD1 MCCC2 MCM3 MCM3AP MCM6 MCM7 MCM8 MCMBP MCRS1 MCTS1 MDH2 MED11 MED15 MED19 MED28 MED28-DT MEF2A MEIS1 METTL1 METTL16 METTL18 METTL25B METTL6 MFAP1 MFF MFF-DT MFN1 MGME1 MIA3 MIEN1 MINCR MINDY3 MIPEP MIR4453HG MIR4727 MIR4999 MIR5787 MIR638 MIR6781 MIR8059 MITD1 MLEC MMUT MOB1A MOCS3 MON1B MOSPD3 MPC1 MPC2 MPLKIP MRE11 MRM1 MRM2 MROH8 MRPL10 MRPL27 MRPL30 MRPL33 MRPL44 MRPL46 MRPL51 MRPL54 MRPS11 MRPS18A MRPS18B MRPS23 MRPS31 MRPS7 MRTO4 MTF1 MTFR2 MTIF2 MTIF3 MTMR9 MTRF1 MUL1 MUS81 MXD1 MYBL1 MYG1 MYL12-AS1 MYL12A MYL12B MYL6B MYO19 MYO1A MYO9B MZF1 MZT1 NAA25 NAA35 NAGK NARS1 NASP NBR1 NCAPD2 NCBP2 NCBP2AS2 NCLN NCSTN NDC1 NDUFA13 NDUFAF7 NDUFAF8 NDUFB3 NDUFS1 NDUFS2 NDUFV3 NELFB NELFE NEMP1 NFATC2IP NFIC NFKBIB NFYC NHP2 NICN1 NKAPD1 NKIRAS1 NLK NME7 NMNAT1 NMRAL1 NOA1 NOB1 NOL10 NOL11 NOL12 NOL6 NOL8 NOP10 NOP16 NOP53 NOSIP NPRL2 NR3C1 NR6A1 NSA2 NSL1 NSUN3 NSUN5 NTHL1 NUBP1 NUDCD3 NUDT1 NUDT13 NUDT18 NUDT5 NUFIP2 NUP155 NUP205 NUP214 NUP35 NUP42 NUP58 NUTM1 NVL ODF2 OPA1 OS9 OSBP OTUB1 OXLD1 OXNAD1 OXSR1 PAIP2 PARK7 PARS2 PCBP1 PCBP1-AS1 PCBP2 PCED1A PCLAF PCM1 PDAP1 PDCD6 PDCD6-DT PDCD6P1 PDCL3 PDE12 PES1 PEX1 PEX12 PEX16 PFDN6 PFKM PGAP4 PGBD4 PGGT1B PGS1 PHF12 PHF14 PHF23 PHF5A PHKG2 PIBF1 PICK1 PIDD1 PIGB PIGBOS1 PIGC PIGO PIGO-AS1 PIGT PIGW PIH1D2 PIK3C3 PIPOX PKP4 PLA2G6 PLK2 PLOD3 PLPP6 PMM2 PMS2P3 PNPLA4 PNPO POC5 POLDIP2 POLG2 POLI POLR1A POLR2B POLR2C POLR2F POLR2M POLR3C POP5 POU2AF1 PPCS PPHLN1 PPIE PPIL1 PPIL4 PPIP5K2 PPP1R10 PPP1R11 PPP1R12C PPP1R37 PPP2R3C PPP2R5E PPP3R1 PPP4C PPP4R3B PPP4R3B-DT PPP6R1 PRCP PRKAB1 PRMT3 PRMT7 PRORP PROSER3 PRPF38B PRPF40B PRPF4B PRR12 PRR13 PRR14 PRSS16 PSMA3-AS1 PSMA4 PSMA5 PSMA6 PSMB5 PSMC5 PSMD13 PSMD14 PSMD14-DT PSME3 PSMF1 PTBP1 PTCD3 PTPN11 PTRH1 PUM3 RAB11B RAB11B-AS1 RAB18 RAB1A RAB27A RAB2B RAB5C RAB7A RABEP2 RABGEF1 RAD50 RAD51AP1 RAD51D RALBP1 RAPGEF6 RASSF6 RBBP4 RBBP5 RBL1 RBM12 RBM34 RBM42 RBM45 RBM48 RBSN RCCD1 RECQL RFPL2 RFWD3 RFXANK RHOA RHOQP1 RIN1 RIOK1 RMND1 RN7SKP175 RN7SL2 RN7SL832P RNA5SP146 RNASEH1 RNASEH1-DT RNASEK RNASEK-C17orf49 RNF115 RNF121 RNF181 RNF20 RNF25 RNF4 RNH1 RNPC3 RNPC3-DT RNU4-1 RNU6ATAC RPA3 RPAP1 RPE RPF1 RPF2 RPIA RPL11 RPL13A RPL15 RPL18 RPL19 RPL22 RPL23 RPL27 RPL27A RPL29 RPL30 RPL32 RPL32P3 RPL34 RPL34-DT RPL37 RPL38 RPL6 RPL7L1 RPLP2 RPN2 RPRD1B RPS11 RPS14 RPS15 RPS17 RPS18 RPS19 RPS19BP1 RPS25 RPS26 RPS27 RPS27A RPS29 RPS3 RPS7 RRP12 RRP15 RSL24D1 RSPH3 RSU1 RTF2 RUVBL1 RXFP4 S100A13 SAC3D1 SAMD15 SAR1B SART1 SART3 SAV1 SBNO2 SCAMP2 SCAMP3 SCAND1 SCAND2P SCFD1 SCNM1 SCP2 SCRN3 SCYL3 SDF2 SDF4 SDHAF2 SEC11A SEC16B SEC1P SEC23B SEC23IP SEC24C SEC31A SEMA4B SENP1 SEPTIN1 SETD4 SETD4-AS1 SETDB1 SF3B2 SF3B5 SFT2D1 SFT2D3 SGO1 SGO1-AS1 SGO2 SH2B1 SH2D3A SH3D19 SH3RF2 SHB SHC1 SHKBP1 SHMT2 SHOC2 SIAE SIGMAR1 SIK3 SIL1 SIRT2 SIRT3 SIRT6 SIRT7 SKIC2 SLBP SLC16A1 SLC25A14 SLC25A26 SLC25A38 SLC25A53 SLC27A5 SLC28A2-AS1 SLC33A1 SLC35A2 SLC35A3 SLC35A4 SLC35C1 SLC35F5 SLC36A1 SLC38A10 SLC39A9 SLC52A3 SLC7A6OS SMARCAD1 SMARCAD1-DT SMARCAL1 SMARCC2 SMG7 SMG7-AS1 SMIM27 SMIM7 SMUG1 SND1 SND1-DT SNF8 SNHG19 SNIP1 SNORA21 SNORD15A SNORD60 SNORD84 SNRNP200 SNRNP27 SNRNP35 SNRPB2 SNRPD3 SNX1 SNX5 SOCS4 SP100 SP2-AS1 SPA17 SPAG7 SPATA17 SPATA2 SPATA33 SPATS2L SPG7 SPHK2 SPNS1 SPRED2 SPRTN SRBD1 SREBF2 SRGAP3 SRP19 SRP54 SRP54-AS1 SRRM5 SRSF10 SS18 SSBP1 STAG3L5P STAG3L5P-PVRIG2P-PILRB STAM2 STAMBP STIL STK10 STK11IP STK19 STK35 STK36 STK38L STK4 STK4-DT STK40 STX10 STX16 STX16-NPEPL1 STX8 STYXL1 SUGCT SUGP1 SUGT1 SUGT1-DT SUPT16H SUPT4H1 SUPT6H SYS1 SYS1-DBNDD2 SYT11 TAB3 TADA3 TAF11 TAF12 TAF12-DT TAF1C TAF2 TAF7 TAGAP-AS1 TANK-AS1 TAP2 TATDN3 TBC1D17 TBC1D19 TBC1D2 TBC1D22A TBC1D22A-DT TBC1D23 TBCK TBL3 TBRG4 TCEANC2 TCP11L2 TCTA TDG TEDC1 TEFM TELO2 TEPSIN TERC TFB2M TFCP2 TFIP11 TFIP11-DT TGOLN2 THADA THAP1 THAP11 THAP2 THAP9 THAP9-AS1 THEM4 THG1L THTPA THUMPD3 TIGD1 TIGD4 TIMM10 TIMM10B TINAGL1 TM2D1 TM2D2 TM9SF1 TM9SF4 TMBIM6 TMED2 TMED8 TMEM126A TMEM128 TMEM160 TMEM183A TMEM184C TMEM184C-DT TMEM186 TMEM198B TMEM199 TMEM208 TMEM222 TMEM230 TMEM234 TMEM258 TMEM260 TMEM38A TMEM59 TMEM67 TMEM94 TMEM9B TMEM9B-AS1 TMPOP2 TMUB2 TMX1 TMX2 TNPO3 TOMM40 TOMM6 TOMM70 TOP3B TOR1A TOX4 TPI1P2 TPRKB TPRN TRAF7 TRAFD1 TRAIP TRAPPC10 TRAPPC4 TRAPPC6A TRIAP1 TRIP11 TRIP12 TRIP4 TRMT6 TRUB1 TSC2 TSC22D4 TSG101 TSGA10 TSR3 TSSK6 TTC14 TTC14-DT TTC16 TTC23 TTC30A TTC30B TTC5 TTF1 TTI1 TUBA1B TUBA1B-AS1 TXNDC12 TXNDC17 TYW1 TYW1B U2AF2 UBAP2L UBB UBE2S UBE3B UBE4A UBIAD1 UBOX5 UBQLN1 UBQLN1-AS1 UBR1 UBR7 UBXN1 UBXN4 UBXN6 UBXN8 UFC1 UFD1 UGGT1 ULK4 UMAD1 UNC45A UQCC1 UQCC6 UQCRC2 UQCRH URM1 USE1 USP11 USP36 USP48 USPL1 UTP18 UTP23 UTP3 UVRAG UVRAG-DT UXT VAC14 VARS1 VASP VCPIP1 VEZF1 VPS13B VPS13B-DT VPS16 VPS25 VPS33A VPS33B VPS33B-DT VPS35L VPS39 VPS39-DT VPS41 VPS45 VPS4B VPS50 VPS51 VPS52 VPS53 VPS72 VPS8 VRK3 VTA1 VTI1A WASF1 WASF2 WBP1L WDHD1 WDR24 WDR3 WDR4 WDR45 WDR46 WDR55 WDR5B WDR5B-DT WDR74 WDR82 WDR83 WDR83OS WEE2-AS1 WFDC3 WIPF2 WRAP73 WTAP WWOX WWP2 XNDC1N XPC XRCC5 YBEY YJU2 YWHAE YWHAZ ZBTB17 ZBTB3 ZBTB45 ZBTB8OS ZC3H10 ZC3H3 ZCRB1 ZDHHC12 ZDHHC12-DT ZDHHC5 ZDHHC6 ZDHHC7 ZFAND3 ZFAND4 ZFC3H1 ZFHX2 ZFP28 ZFP28-DT ZFPL1 ZFYVE1 ZKSCAN1 ZKSCAN3 ZKSCAN5 ZMAT2 ZMYND12 ZNF107 ZNF169 ZNF180 ZNF217 ZNF232 ZNF232-AS1 ZNF26 ZNF266 ZNF267 ZNF277 ZNF28 ZNF292 ZNF302 ZNF317 ZNF333 ZNF335 ZNF341-AS1 ZNF343 ZNF384 ZNF394 ZNF410 ZNF44 ZNF460 ZNF468 ZNF473 ZNF48 ZNF490 ZNF524 ZNF557 ZNF558 ZNF576 ZNF580 ZNF581 ZNF587B ZNF611 ZNF622 ZNF627 ZNF628-DT ZNF654 ZNF684 ZNF687 ZNF688 ZNF689 ZNF701 ZNF731P ZNF747 ZNF747-DT ZNF765 ZNF774 ZNF778 ZNF778-DT ZNF787 ZNF791 ZNF837 ZNF845 ZNHIT1 ZNHIT3 ZPR1 ZSCAN16 ZSCAN25 ZSCAN5A ZSCAN5A-AS1 ZSWIM3 ZSWIM8 ZUP1 ELF5_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ELF5_TARGET_GENES AAMP ABCA15P ACACA ACOX1 ADAM10 ADPRHL1 ALG10B AMN1 ANKRD13A ANKRD49 ANO10 ANO6 AP3B1 AQR ARHGEF12 ARHGEF38 ARL14EP ARL15 ARPC3 ARRDC1 ATP2B4 ATP5MJ ATP5PF ATP6V0D1 ATP6V0D1-DT ATP6V1D ATP6V1H AXDND1 BANF1 BBS4 BMS1 BRD9 BTK C11orf52 C11orf65 C19orf53 C5orf34 C8orf76 CA13 CARS2 CASKIN2 CBR4 CBR4-DT CCDC137 CCDC18-AS1 CCDC57 CCDC77 CCDC90B CCDC90B-AS1 CCNI CCNT1 CDC42SE1 CDIN1 CDK18 CDK6 CDK6-AS1 CEP57 CHCHD2 CHCHD5 CHFR CHFR-DT CHN2 CISD1 CNBD2 COPB2 COPB2-DT COPS2 COX16 COX5B COX7C CPEB3 CRTC2 CTDSP2 CTSD CUL9 DDX23 DDX31 DDX56 DELE1 DHFR2 DHX33 DHX33-DT DHX8 DIABLO DMTF1 DMTF1-AS1 DNAI1 DNLZ DNPEP DOC2GP DPAGT1 DPM1 DR1 DYNLRB2 DYNLRB2-AS1 E2F6 EAF1 EARS2 ECT2 EFCAB11 EIF1AD EIF2AK1 EIF2S1 ELK3 ELOVL6 EMC7 EMSY ENPP3 ENSG00000230021 EOLA2 EOLA2-DT EPN3 ERBIN ERC2 ERH ERP44 ESR2 ESRP2 ESYT1 ETFBKMT EXD3 EXOC2 FADD FAM219A FAM76B FASTKD5 FBXL19 FBXL19-AS1 FBXO34 FBXO34-AS1 FBXW7 FFAR4 FGFR1OP2 FGGY FIBP FRG1 FRG1-DT FRG1EP FRMD4A FZD1 G2E3 GABARAP GABPA GABPB2 GALK2 GANC GARS1 GARS1-DT GAS5 GEN1 GFM2 GGA1 GHR GIHCG GIN1 GJC1 GPBP1 GPC6 GPD2 GPR108 GPR180 GPX8 GRB2 GRPEL2 GSTCD GTF2H1 GTF3C4 GTSE1 GTSE1-DT HARS1 HARS2 HELB HIF1A-AS3 HIGD2B HIKESHI HNRNPF HPS1 HPS5 HSH2D HSPA8 HSPD1 HSPE1 HSPE1-MOB4 IDH3A IFT140 IKBKB IKBKB-DT IL5 INCENP ING1 INO80C INTS12 INTS13 INVS IPO8 ITPKB JRK KANSL3 KCTD5 KDM5A KIF3B KLHL20 KRT8 L1CAM LAS1L LFNG LIMA1 LIMD1-AS1 LINC00449 LINC01132 LINC01301 LINC01547 LINC01747 LINC02518 LINC02894 LMAN2 LMX1B LMX1B-DT LNCATV LRRC28 LSG1 LSM5 LTN1 LUC7L LYN LYSMD1 MAML3 MAN1A2 MARCHF5 MCAT MECOM MED23 MED4 MEF2C MEF2C-AS1 MEMO1 METTL6 MINCR MIPEP MIR4453HG MIR4692 MIR7-3 MIR7-3HG MKKS MKRN3 MOCS3 MON2 MORF4L2 MORF4L2-AS1 MRE11 MROH6 MRPL1 MRPL24 MRPL44 MRPL52 MTFR2 MTMR9 MTPN MTRF1L MX2 MYL12-AS1 MYL12B NAA35 NAIF1 NAT1 NCBP2 NCBP2AS2 NDRG1 NDUFAF4P1 NFE2L2 NFKB1 NFKB2 NOB1 NOC3L NOL10 NOP10 NOP16 NOP2 NOXA1 NSA2 NSUN3 NUDT18 NUP214 NUP42 NUTM1 OXLD1 OXR1-AS1 PCDHGB1 PCLAF PCYT1A PDCD2 PFDN5 PGBD4 PGM2 PHF8 PIGT PLAC8 PLEKHA8P1 PNKD POLR2M PPIP5K2 PPP1CC PPP1R9B PPP2R1A PPP2R3C PPP4R3B PPP4R3B-DT PRORP PRSS27 PSCA PSMA1 PSMA4 PTEN PTPN11 PTPN6 PYROXD1 PYROXD2 RAB2A RABEPK RAD50 RAPGEF3 RB1CC1 RBIS RBM22 RBM3 RBM34 RBSN RFX2 RHOC RIMOC1 RN7SL832P RND1 RNF146 RNU6-450P RPL11 RPL29 RPL32 RPL36A RPL36A-HNRNPH2 RPL37 RPL6 RPS19 RPS7 RTRAF S100PBP SACM1L SCAND1 SCNM1 SDHD SEC61G SEC61G-DT SECISBP2 SELENOH SF3A3 SF3B2 SHB SHKBP1 SLC16A3 SLC25A14 SLC25A25 SLC2A1 SLC2A9-AS1 SLC33A1 SLC38A10 SLC39A11 SLC39A9 SLC52A3 SLC7A11 SLC7A7 SLX4IP SLX9 SMARCD2 SMC6 SMCO4 SMG7 SMG7-AS1 SMG8 SMIM12 SMIM15 SNHG11 SNHG17 SNRPB2 SOCS4 SPPL2A SPRED2 SPRYD3 SSBP1 STARD10 STMN3 STX16 STX16-NPEPL1 STX19 STX3 SUDS3 SVIP SVOP SYS1 SYS1-DBNDD2 TAF2 TBC1D9 TBPL1 TDP1 THAP1 THRB-AS1 TIMM10 TIMM8B TM9SF2 TMEM123 TMEM242 TMEM242-DT TMEM87A TNIP1 TNPO3 TNRC18 TOR1AIP1 TPI1P2 TRAPPC6B TRAPPC9 TRIL TRIM11 TRIM7-AS2 TRIP10 TRIP13 TRIP4 TSEN54 TTC14 TTC14-DT TTC23 TTF1 TUBA1C TUT1 U2AF2 UBC UBE2L3 UBFD1 UBL7 UBL7-DT UBOX5 UBXN8 UGGT1 ULK4 USP3 UTP3 VAMP7 VCPIP1 VGLL4 VPS25 VPS37B VPS41 VPS51 VTCN1 WDHD1 WDR24 WDR41 WDR43 WDR55 WEE2-AS1 XKR7 YAP1 YARS1 YTHDF3 YTHDF3-DT YWHAB YWHAZ ZBTB37 ZC3H10 ZFYVE26 ZKSCAN2 ZMAT2 ZMAT3 ZMYND8 ZNF227 ZNF252P ZNF252P-AS1 ZNF335 ZNF383 ZNF410 ZNF490 ZNF569 ZNF570 ZNF646 ZNF668 ZNF791 ZNF823 ZNF846 EMX1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/EMX1_TARGET_GENES ACAA1 AKAP3 ANK3 ANKMY2 ANKRD13A ANKRD17 ARL6IP5 ARPC4 ARPC4-TTLL3 ARRDC3 ATAD2B ATF7IP ATP8A1 ATP8A1-DT ATPSCKMT BABAM2 BCL6 BZW2 C12orf4 C21orf91 C4orf33 C4orf47 C6orf226 C6orf62 CALM2 CALM3 CAPZA2 CCDC192 CCDC59 CCDC91 CCNI CCT5 CD164 CDC14B CDC42SE2 CDH11 CDIPT CDIPTOSP CDK17 CENPE CENPP CFL1P1 CHASERR CLRN3 COL4A2 COMMD6 COPS5 COQ5 CPSF2 CSNK2A1 CSPP1 CWC27 DBNL DIPK1A DLG1 DNAAF3 DNAJB14 DOHH DPM1 DPY19L4P2 DRAIC DUT E2F7 EED EGF EIF3B EIF4A2 ELF1 ENSG00000238645 ENSG00000239137 ENSG00000257746 EPB41L2 EPS8 ERAP1 ERC1 EVI5 FAM53C FBXO38 FBXO38-DT FEZ2 FLCN FLVCR1 FNBP4 FOXD1-AS1 FRYL FUS GEN1 GET3 GLIPR1L2 GOLGA5 GOPC GRIPAP1 GYS2 H3C6 HEXIM1 HIBCH HMGCR HS2ST1 IFT52 IL23R INAVA INTS13 KBTBD2 KIAA1143 KLF5 LAMTOR5 LAMTOR5-AS1 LARP4 LIN54 LINC01214 LINC02057 LRIG2 LRPPRC LRRC41 LRRC57 LSG1 LYSMD3 MAPK10 MAPK6 MARCOL MAST4 MAST4-AS1 MCCC2 MCM3 MFSD11 MGRN1 MIR194-1 MIR620 MLH3 MOCS3 MRPS30 MT-TP MYL12A NDUFA4 NDUFA9 NDUFB1 NET1 NFXL1 NIN NNT NOL8 NPM1 NR3C1 NR6A1 PAPOLG PDS5A PIF1 PIK3R3 PLGRKT POLG POLG-DT POLR1A POLR1G POM121 PPARG PPP1R13L PPP1R8P1 PPP4R1 PRDM1 PRKCI PRMT1 PRPF19 PRPF19-DT PRRC1 PSMC2 PSME2P3 PTCD3 PTPRO RAD51AP1 REG4 RFESD RNA5SP382 RNF185 RNU5A-1 RNY3P15 ROCK2 RPL19 RPL32P3 RPS19 RRAS2 RTN4 SAP30BP SCAPER SCFD1 SELENOF SEMA3C SERPINB10 SIRT4 SKAP2 SLC38A2 SMC3 SNORA63B SNORA81 SNORD45B SNX8 SOCS4 SP1 SPATS2L SPRED2 SREK1IP1 SRI SRSF2 SSH2 STK31 SUCO SYVN1 TADA3 TAF15 TAS2R2P TAX1BP1 TEP1 TES TIAL1 TRAPPC6B TRIM31 TTN-AS1 TUBA1B-AS1 UBE2A UEVLD UFSP2 ULK4 UQCRC2 UQCRH USP3 USP34 VPS50 VTA1 WASF2 YAE1 ZBTB24 ZDHHC5 EPC1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/EPC1_TARGET_GENES ACTL8 ADNP ADRM1 ADSS1 AHNAK AIMP2 ALG12 ALG3 ANGEL1 ANP32A ANP32B ANPEP ANXA2 AP1G1 AP4B1 AP4M1 ARFRP1 ARHGAP11A ARHGAP11A-DT ARHGAP11B-DT ARHGDIA ASNS ATF6 ATF6-DT ATG4B ATG4C AURKB B3GALNT2 BANF1 BCAT1 BMERB1 BRWD1 BRWD1-AS2 BUD13 BUD13-DT BUD31 BYSL C17orf49 CAD CALM3 CAMTA2 CAPRIN1 CAPZB CARNMT1 CCDC106 CCDC169 CCDC169-SOHLH2 CCDC47 CCDC57 CCDC86 CCDC88A CCNB1IP1 CCNI CCT2 CCT4 CD63 CD63-AS1 CDKL3 CEBPB-AS1 CERS6 CFAP52 CLTC CLUH CMSS1 CNOT11 COA5 COA6 COA6-AS1 COMMD1 COX4I1 CRELD2 CROCCP2 DARS1 DARS1-AS1 DCLRE1B DDX42 DDX51 DECR2 DHX15 DHX37 DIAPH1 DIMT1 DLAT DNAJC19 DNPH1 DUS2 DUS3L DYNLT1 ECE2 EIF1AD EIF2S3 EIF3E EIF4A1 EIF5A EMC8 ENO1-AS1 ENSG00000187951 ENSG00000230615 ENSG00000232995 EPRS1 ESF1 ESRRA ESYT1 EZH2 F12 FADS1 FAHD1 FAM21FP FBXO41 FBXW8 FLVCR1 FLVCR1-DT FNTA FOXJ3 FZD5 G6PC3 GABPB1 GABPB1-AS1 GALE GARS1 GARS1-DT GATC GBA1 GDI2 GFER GNAS-AS1 GOT2 GPN3 GRK6 GSE1 GUSB H3-3B HAGH HDAC2 HDAC2-AS2 HERPUD1 HES4 HEXIM2 HEXIM2-AS1 HMGA1 HNRNPF HNRNPUL1 HRAS INTS1 IPO11 IPO8 IQCG ISG15 IZUMO4 JADE1 KCNJ4 KDM5C KDM8 KICS2 KLF16 KLHL21 KMT5B KPNB1 KPNB1-DT LARP1 LARP7 LDHB LENG8 LENG8-AS1 LINC02960 LONRF3 LRRC56 LRRC59 LSM14B LSS LYSMD1 MALAT1 MAPKAPK5 MAPKAPK5-AS1 MAZ MCM3AP-AS1 MCM7 MDN1 MED20 MEMO1 METAP1D MGAT1 MGME1 MIPEP MIR3677HG MIR3913-1 MIR4505 MIR548AL MIR6821 MKRN3 MMAB MMP15 MOB3A MRM1 MRPL14 MRPL15 MRPL3 MRPL4 MRPL45P2 MRPS35 MRPS35-DT MST1P2 MTG1 MTHFD1L MTHFD2 MTLN MVK MYADM MYADM-AS1 NAPG NCBP2 NCBP2AS2 NCL NDUFA11 NDUFAF5 NDUFS1 NELFCD NFKB2 NME1 NME1-NME2 NOC4L NOP56 NOXO1 NRAS NUDT9 NUF2 NUS1 OGT OSTM1 PABPC1 PARL PDAP1 PDE12 PDXK PEMT PGM2L1 PGRMC2 PHAF1 PHF21A PIEZO1 PINX1 PINX1-DT PIWIL4 PKM PLD6 PLOD3 PMS2 POFUT2 POLR2J POM121 PPAT PPP5D1P PRMT1 PRSS21 PTBP1 PTMA PTP4A2 PUS1 PUS1-AS1 QSER1 RABGGTA RAD23B RALGDS RAN RANBP1 RANBP2 RBL1 REPIN1 REX1BD RGS5 RMI1 RNF145 RNF44 RNPS1 RPL10A RPL23A RPL26 RPL35A RPS17 RPS26 RPSA RPSAP31 RTCB S100PBP SCAMP5 SCAP SCNM1 SDCBP2-AS1 SEC31A SETD1A SF1 SF1-DT SFXN4 SKIDA1 SLBP SLC25A12 SLC25A51 SLC3A2 SLC4A2 SMIM12 SNAI1 SNHG1 SNHG7 SNORD25 SNORD26 SNORD27 SNORD42B SNRNP35 SNX12 SNX5 SOX2-OT SPNS1 SPRED1 SPRYD4 SSU72 STAG3L3 STKLD1 STX8 SUDS3 SUPV3L1 SURF4 SUV39H2 TAF5L TARS1 TARS1-DT TBC1D8 TBL1X TCP11L2 TEX10 THAP4 THOC1 THOC1-DT TIMM13 TIMM22 TM2D3 TMED2 TMEM248 TMEM250 TMEM268 TMEM39A TMEM63B TOB2 TOMM5 TPT1 TPT1-AS1 TPTEP1 TRA2B TRIAP1 TRIM27 TRMT2A TRPC4AP TSFM TXNL4A U2AF2 UBA52 UBE2B UBE2D3 UBE2D3-AS1 UBE2S UNC50 URB2 USP3 UTP25 UTS2B VEGFA VMAC VWA8 VWA8-AS1 WASHC2C WDR43 WDR5 WDR5-DT WTAP XPOT YARS1 YBX1 YTHDF2 YWHAE ZBTB45 ZCCHC7 ZGPAT ZGRF1 ZKSCAN2 ZMIZ1-AS1 ZNF460 ZNF518A ZNF580 ZNF581 ZNF587B ZNF775 ZNF839 ZNHIT1 ZP3 ZSCAN12 ERCC8_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ERCC8_TARGET_GENES ANAPC7 ATF3 BRWD3 C21orf62-AS1 CRYBB2 GOLM2 GPR85 HAR1A KMT2A KRTAP9-6 LINC00114 MED15P9 NR2F1-AS1 PAXBP1 PITPNM3 ZMYM3 EWSR1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/EWSR1_TARGET_GENES AAAS ABCA5 ABHD16A ABI2 ACAD8 ACBD4 ACP2 ACTB ADAM28 ADAT1 ADD3 ADPRHL1 ADPRS ADRA1D AFMID AGAP2-AS1 AKAP13 AKT1S1 ALDH1A2 ALKBH2 ALKBH3 ALKBH5 ALOXE3 AMBN AMOTL1 ANG ANKRD13C ANKRD24 ANKRD28 ANKRD40 ANXA11 AOX1 AP1M1 AP2M1 AP5S1 APOH APRT ARHGAP21 ARHGAP26 ARHGEF1 ARID1A ARIH1 ARL14EP ARMC1 ARRDC3 ASNS ASPH ASXL1 ATAD3A ATF5 ATF6 ATF6-DT ATG101 ATG16L1 ATG16L2 ATP1B3 ATP5PO ATP6AP1L ATP6V1D ATP7A ATXN2L ATXN7L1 ATXN7L3B AURKAIP1 B2M B3GALT9 BANF1 BANP BAZ2A BBOX1-AS1 BBS4 BCAR3 BDH2 BDNF BMF BMPER BMPR1A BOLA1 BPHL BRCA2 BRD4 BRF2 BRIX1 BSCL2 BTG1 BTG1-DT BYSL C11orf54 C11orf91 C11orf98 C12orf57 C19orf53 C1orf112 C21orf62-AS1 C22orf46P C2CD3 C2orf42 C8G C8orf82 C9orf43 CACYBP CALM1 CAND1 CARS1 CASC11 CASP7 CASP9 CASTOR1 CCAR2 CCDC102B CCDC107 CCDC59 CCDC80 CCDC9 CCDC97 CCNC CCNY CD101-AS1 CD68 CD82 CDC25C CDC40 CDC42EP5 CDC42SE2 CDK11A CDK11B CDK5RAP1 CDK5RAP2 CDKAL1 CECR3 CENPU CEP120 CEP95 CFDP1 CHAMP1 CHD1 CHD2 CHD7 CLASP1 CLCC1 CLIP1 CLPB CLTC CNIH2 CNN3 CNOT11 CNPY4 COA1 COA5 COA6 COL20A1 COL21A1 COL6A5 COMMD9 COPS2 COPS7A COX16 COX7A2L CPEB2 CPSF4 CPSF7 CRABP1 CRBN CREB3 CRK CRTAM CRYZL1 CSKMT CTDNEP1 CTNND1 CTSA CTSC CUL5 CWC27 CYB561A3 CYB5B CYC1 CYCSP26 CYP4F22 CYP4V2 CYREN CYTH1 CYYR1 DAGLB DBF4B DDB2 DDIAS DDX19A DDX19A-DT DDX41 DDX5 DENND5A DGAT1 DHPS DHRS13 DIAPH1 DIAPH1-AS1 DIP2C DIXDC1 DLGAP1-AS2 DLGAP4 DMAP1 DNAI3 DNAJB14 DNAJB4 DNAJC12 DNAJC16 DNAJC9-AS1 DNM1L DPP9 DRG2 DROSHA DUSP6 DXO DYNC1I2 DYNC2I2 EARS2 EEF1A1P25 EEF1AKMT3 EEF1G EFCAB5 EFCAB6 EFCAB6-DT EFNA5 EIF1AD EIF2AK2 EIF2S1 EIF3F EIF3H EIF4E2 ELMO1 ELMOD3 ELP3 ELP5 EMG1 ENSG00000181123 ENSG00000230021 ENSG00000252188 ENSG00000253214 ENSG00000255476 EPB41L4A-AS1 EPB41L5 EPC1 EPHA4 ERCC1 ERRFI1 ERVK3-1 ESYT1 ETV6 EVA1A EVI2B EXOSC3 EXOSC4 EXOSC6 EYS F11 F11-AS1 F5 FADS2 FAM133B FAM200B FAM43A FAM53C FAM98B FBXO11 FBXO31 FBXO34 FBXO34-AS1 FBXO4 FBXW2 FBXW5 FBXW9 FCGRT FDX1 FERMT3 FEZ2 FFAR3 FIBP FKBP1A FN1 FOCAD FOXRED1 FPR3 FRS3 FUS FUT10 FUT11 FZR1 GABARAP GADD45B GADL1 GALK2 GBA1 GBAP1 GEMIN6 GEMIN8 GFM1 GGACT GIN1 GLI1 GLUL GNG12-AS1 GORAB-AS1 GPATCH2L GPR137 GPSM3 GPX1 GRAMD2A GRAMD4P8 GRP GRPEL2 GS1-24F4.2 GSAP GSPT1 GSTA4 GTF2H4 GTF3C3 GUSBP1 H1-10 H2AC21 H2BC8 H4C13 H4C3 H4C6 H4C8 HABP2 HCG14 HCG20 HCG21 HCG24 HCLS1 HDHD2 HHAT HHLA3 HIGD2AP2 HIGD2B HIKESHI HIPK1 HIPK1-AS1 HM13-AS1 HMCN1 HMOX2 HNRNPA1 HNRNPA2B1 HNRNPF HNRNPR HSPD1 HSPD1P1 HSPE1 HSPE1-MOB4 HTATSF1P2 HTD2 HUS1 IFTAP IGF1 IGFL4 IL16 IL34 IL4I1 IMMT IMPDH2 INO80C INPPL1 INTS4 IPCEF1 IQCG IRF2 IRF2-DT IRF9 ISY1 ISY1-RAB43 ITFG2 ITFG2-AS1 ITSN1 JAKMIP2-AS1 JMJD4 JPT1 JPX KANSL3 KAT7 KCNIP1 KCNIP2-AS1 KCTD14 KDELR2 KDM1A KDM3B KDM4B KDSR KIAA0319 KIAA0586 KIAA1217 KIAA1586 KIF18A KIFAP3 KIFC3 KLHDC2 KLHL20 KLHL22 KMT2A KMT2D KNL1 KRT127P KRTAP5-14P LAMA4 LAPTM4A LAPTM4A-DT LBR LDLRAD4 LIMA1 LIMS1-AS1 LINC00426 LINC00690 LINC00705 LINC00886 LINC01033 LINC01089 LINC01132 LINC01275 LINC01322 LINC01358 LINC01363 LINC01495 LINC01569 LINC01571 LINC01605 LINC01681 LINC01686 LINC01719 LINC01775 LINC01812 LINC01907 LINC01960 LINC02098 LINC02104 LINC02218 LINC02304 LINC02309 LINC02362 LINC02384 LINC02562 LINC02609 LINC02695 LINC02716 LINC02732 LINC02739 LINC02794 LINC02846 LINC02847 LINC02909 LINC03017 LMLN LOC124904151 LOXHD1 LRATD2 LRCH1 LRP3 LRP8 LRRC14 LRRC41 LSG1 LTBP4 LUZP1 LY6K LYSMD1 MAD1L1 MAGEF1 MALAT1 MAP1LC3B MAP2 MAP3K7 MAP4K3-DT MAPK1IP1L MAPK8IP3 MARVELD3 MAZ MCL1 MCOLN1 MCRIP2 MDM4 MDN1 MDP1 MED12L MED18 MED20 MED29 MED6 MEIS1 MEPCE METTL1 METTL13 METTL15 METTL18 METTL26 MEX3C MFSD4A MFSD6 MIATNB MICU1 MINCR MIPEP MIR4503 MIR4512 MIR4645 MIR4799 MIR5087 MIR5188 MIR5695 MIR6853 MIR759 MIR924HG MIRLET7A1 MIRLET7A1HG MIRLET7F1 MITD1 MORC3 MPP4 MRPL19 MRPL3 MRPL30 MRPL34 MRPL38 MRPS15 MRPS18B MRPS18CP6 MRPS23 MSANTD2 MSANTD2-AS1 MSTO2P MT-CO1 MT-RNR2 MT-TV MT-TW MTCO3P12 MTF2 MTG2 MTIF3 MYBPC1 MYEOV MYH9 MYOM2 N4BP2L2 NAA35 NACA NAIF1 NAPA NAT10 NCAM1 NCK1 NCKAP5 NCOA7 NDUFAF4P1 NDUFC1 NDUFS7 NDUFV2 NEB NECAB3 NEK3 NELL2 NEMF NEU4 NEURL2 NFIC NFKB2 NFX1 NGRN NKAPD1 NLRC5 NME1 NME1-NME2 NMRAL1 NOB1 NOC3L NOL7 NOL9 NOLC1 NOSIP NPRL3 NR1H2 NR1H3 NRCAM NRDC NT5C NUAK1 NUDT17 NUDT4 NUFIP2 NUP62 NWD1 OGA OSTM1 OTOGL P4HB PABPN1 PACERR PAF1 PAFAH1B1 PAFAH2 PAK1 PARP2 PAXBP1 PCBP1-AS1 PCDHA13 PCLAF PDCD6 PDCD6-DT PDE4A PDE7B-AS1 PDE8A PDIA5 PEBP1P1 PEX2 PFDN4 PHB2 PIGC PIH1D2 PIK3CG PLD1 PLEKHA3 PLEKHG2 PLEKHG7 PLPP6 PNPLA8 PNPT1 POLDIP3 POLE POLE3 POLG POLG-DT POLG2 POLI POLQ POLR2M POM121 POMP PPIA PPIB PPIF PPIG PPIP5K2 PPME1 PPP1R10 PPP1R1C PPP1R21 PPP1R37 PPP6R1 PPP6R3 PPT2 PPT2-EGFL8 PRCP PRDM10 PREP PRKAG1 PRKRIP1 PRMT5 PROSER2-AS1 PRPF18 PRPF4 PRR7 PRR7-AS1 PRRG2 PRRT1 PRSS23-AS1 PSEN1 PSMA1 PSMC4 PSMD4P1 PSMD9 PSMF1 PTCD1 PTCH1 PTGS2 PTP4A2 PTPA PTPRG PVT1 PWWP3A PXMP2 QSER1 RAB11A RAB2A RAD1 RAD23A RASAL2 RBBP5 RBL1 RBM11 RBM14 RBM14-RBM4 RBM25 RBM28 RBM39 RBM4 RBM5-AS1 RBMS3 RBMS3-AS2 RBMS3-AS3 RCC1 RCN3 RDH11 RETSAT REX1BD REXO1 REXO4 RGL2 RGS12 RGS20 RHOF RHOH RINT1 RLIM RMDN3 RMRP RN7SKP175 RN7SKP95 RNA5SP436 RNASE4 RNF121 RNF168 RNU1-19P RNU12 RNU4-91P RNU4-9P RNU6-1 RNU6-1055P RNU6-1255P RNU6-2 RNU6-899P RNU6ATAC RNU6ATAC32P RNU7-27P RNU7-88P RNU7-90P RNVU1-4 RNY4 ROBO3 ROCK1 RPL10 RPL10A RPL21P126 RPL21P40 RPL22 RPL24 RPL26 RPL27A RPL7AP57 RPL7L1P13 RPP14 RPS13P5 RPS18 RPS23 RPS24 RPS26 RPS27 RPS3 RPS4X RPS7 RRAS RRP15 RTRAFP1 RUBCNL RUNX2 RUVBL1 SAMD1 SAMD4A SAV1 SBDSP1 SCAF1 SCAI SCAT8 SCFD1 SCG2 SCGB2A1 SCNM1 SCNN1G SCRIB SCTR SDC4P SDHAF2 SEC13 SEC62 SEH1L SEL1L3 SELENOH SELENOOLP SEMA3A SETD5 SETD6 SEZ6 SF3A3 SFSWAP SFT2D3 SFTA2 SH2B1 SHTN1 SIRT6 SLAMF1 SLC25A21 SLC25A25 SLC25A51 SLC25A5P7 SLC30A4-AS1 SLC33A1 SLC35C2 SLC39A8 SLC3A2 SLC7A11 SLC9A1 SLCO4A1-AS2 SMAD3 SMAD6 SMARCC2 SMARCD2 SMG7 SMG7-AS1 SMG8 SMIM27 SMIM8 SMURF2P1 SNAP47 SNAPC5 SNHG1 SNHG12 SNHG17 SNHG5 SNORA13 SNORA16A SNORA57 SNORA8 SNORD15A SNORD25 SNORD26 SNORD27 SNORD3A SNORD5 SNRNP27 SNRNP35 SNTG2 SNU13 SNX1 SNX19 SOX6 SPARC SPATA24 SPCS2 SPRYD4 SRBD1 SRCAP SREBF2 SRF SRPRA SRSF5 SRSF7 SSBL4P SSBP1 SSBP2 STAT1 STC1 STEAP1 STK17A STK19 STRIP1 STT3A SUPT20H SYCE2 SYMPK SYNGR2 SYT16 TACO1 TAF13 TAF1D TAF3 TAF6 TAFA2 TANC2 TAP2 TARS2 TAS1R1 TBC1D17 TBC1D4 TBL1X TBPL1 TCTN3 TEDC2 TENM2 TFAP2A TFG TGIF1 THAP1 THAP7 THAP7-AS1 THBS3-AS1 THOC5 THUMPD3-AS1 THYN1 TIA1 TIGD1 TIMM10 TIMM44 TIMM9 TINF2 TK1 TLE6 TLN1 TLN2 TM9SF3 TMC1 TMEM108-AS1 TMEM138 TMEM144 TMEM170A TMEM183AP4 TMEM222 TMEM232 TMEM241 TMEM242 TMEM242-DT TMEM258 TMEM259 TMEM260 TMEM39A TMPO-AS1 TNFAIP6 TNRC6C TOB2 TOMM40 TOMM6 TOP3B TPH2 TPM1 TPRG1 TRAJ3 TRAJ35 TRAPPC12 TRAPPC3L TRD-AS1 TRIB1AL TRIO TRIP4 TRMO TRMT12 TRNAU1AP TRPM1 TSG101 TTC21B TTF2 TTI2 TTLL3 TUBA1B-AS1 TUBB TUFM TUT1 TXN2 TXNRD2 U2SURP UBA1 UBA52 UBB UBC UBE2V1P14 UBE2Z UBFD1 UBQLN1 UBXN1 ULK3 UNC50 UNC80 UNK UQCRH USP15 USP2 USP2-AS1 USP22 UTP25 UTP3 UTRN UTS2 VAMP1 VARS2 VIT VOPP1 VPS28 VPS41 VPS4B VPS50 VPS51 VPS52 VWA5A WASF1 WBP1L WDR35 WDR35-DT WDR70 WDR74 WEE2-AS1 WRAP53 XBP1 XKR5 XNDC1N XRCC2 XRN1 XRRA1 XXYLT1 YAP1 YTHDF2 ZAR1L ZBTB11 ZBTB45 ZC3H10 ZC3H3 ZCCHC4 ZCWPW1 ZEB2 ZFAT ZFYVE16 ZKSCAN4 ZNF131 ZNF212 ZNF318 ZNF34 ZNF350 ZNF423 ZNF428 ZNF43 ZNF513 ZNF532 ZNF549 ZNF575 ZNF668 ZNF687 ZNF76 ZNF767P ZNF770 ZNF778 ZNF778-DT ZNF837 ZNF846 ZNHIT2 ZNRD2 ZNRD2-DT ZW10 F10_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/F10_TARGET_GENES AAR2 AASS ABCC9 ACACA ACTR1B ADAM7-AS1 ADAT2 ADGRA2 AFP AGAP1 AGFG1 AJUBA AJUBA-DT AKAP10 AKT1 ANKRD28 ANKRD40 ANKRD6 APELA APPL2 ARHGAP24 ARHGAP5 ARHGEF12 ASF1A ATP2C1 ATP6V0A1 ATXN7L3B B4GALT4 BMPR1B C10orf67 C12orf57 C2orf42 CACNB2 CAHM CAPS2 CCN1 CCN2 CDH2 CDK12 CDK5RAP1 CDK6 CENPA COL3A1 COMMD2 COX6A1 CP CRACD CREB3L2 CSRNP3 CSTPP1 CTNND2 CXCR4 CXXC4 CYFIP2 DARS1-AS1 DHX16 DHX32 DIAPH1 DIPK1B DKK2 DLD DMD DNAJB4 DPH6-DT DTHD1 DUSP4 EDEM2 EGLN3 EHBP1 ELOVL6 EML1 ENSG00000229425 ENSG00000231119 ENSG00000233230 ENSG00000247416 EPHA4 EYA1 FAM120B FBXO11 FGF2 FHOD3 FN1-DT FRMD4B GABBR1 GBA1 GLUL GNAL GPA33 GPX8 GRIA1 GRM3 GSTA4 GTF3C3 GTPBP8 H2AC25 HMGCS1 HMGN5 HSPD1P9 IGF1R ILF2 INSYN2B INTS2 INTS5 IRAIN IST1 ITGB8 JMJD1C JPX KANSL3 KCND3-AS1 KCTD1 KCTD6 KIAA0232 KLF7-IT1 KLHL32 KLHL4 LACTB2-AS1 LARP7 LEF1-AS1 LINC01069 LINC01114 LINC01186 LINC01603 LINC01650 LINC01830 LINC01852 LINC02280 LINC02730 LINC02960 LNCRNA-IUR LRBA LRRC49 LRRN1 LTBP1 LYSMD3 MAML2 MAP1B MAP2 MAP4K3 MARCKS MDGA2 MEF2A MIR1538 MIR302A MIR302C MIR302CHG MIR302D MIR3681HG MIR7515HG MIR99AHG MLEC MMP10 MOV10 MPDZ MTERF4 MTF2 MYO1B MYO6 NABP1 NAMPT NBN NCAM1 NCAM2 NEDD4L NEDD9 NEFM NFAT5 NFXL1 NR2F1 NR2F6 NRBP1 NRCAM NRM OGT OLA1 PARD3 PBX3 PCDH10-DT PDE4B PDGFC PEX3 PGAM1P5 PHIP PHLDB2 PKIB PKN2 PLAAT1 PLCH1 POU3F2 PPP1CB PPP3R1 PRSS12 PRTG PTGES3P3 PTPRZ1 QKI RAPGEF2 RBBP5 RBM28 RBMS1 RBMS3-AS3 RBPMS RGMB RGS12 RHOBTB3 RNF150 RNU1-23P RNU11 RNU4-8P RNU4-91P RNU5B-1 RNU6-263P RNU7-1 RNU7-27P RNVU1-15 RPL21P112 RPL23AP53 RPL31P24 SALL2 SCHIP1 SDC2 SEMG1 SEPHS1 SETBP1 SGMS1 SH3BGRL SLC10A2 SLC17A6-DT SLC29A1 SLC44A1 SLF1 SMARCA2 SMARCD2 SOX5 SPART SPATA13 SPHK1 SRFBP1 SSBP2 STARD4 STAT1 STAT3 STK36 SUMF1 SYNCRIP TAPT1 TCAIM TCF12 TCIM TENM2 TENM3 THAP10 THG1L TIA1 TIAM2 TLR3 TMEM230 TMEM71 TNFRSF10B TNKS TRAM1 TRAPPC9 TRDMT1 TRIM7-AS2 TRPC6P9 TTC7B-AS1 TXLNB UACA UBE2E3 UBE2E3-DT UBE2Z USP30 USP44 VPS33A VPS41 VSTM2L VTRNA1-3 YWHAE ZC3H6 ZFHX3 ZNF280D ZNF341 ZNF518A ZNF57 ZNF579 ZNF821 ZW10 F2RL1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/F2RL1_TARGET_GENES ENSG00000230021 MT-TH MT-TL2 MT-TS2 MTCO3P12 MTND5P11 FEV_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FEV_TARGET_GENES AAGAB AAK1 AARS2 AATF ABALON ABCA2 ABCA7 ABCB8 ABHD12 ABHD14A-ACY1 ABHD14B ABHD2 ABHD6 ABT1 ACBD3 ACOT13 ACOT8 ACSS2 ACTN3 ACTR1B ACTR2 ACY3 ACYP1 ADAM17 ADAP2 ADD3 ADD3-AS1 ADGRE2 ADGRF3 ADGRV1 ADH5 ADIPOR1 ADIPOR2 ADO ADPRHL1 ADSS2 AFF1 AGBL2 AGMAT AGPAT5 AHCYL2 AHI1 AHRR AHSA1 AHSA2P AJUBA AK3 ALAD ALDH7A1 ALG1 ALG10 ALG11 ALG5 ALKBH6 ALKBH8 ALOX5 AMACR AMER1 AMZ2 AMZ2P1 ANKHD1 ANKHD1-DT ANKHD1-EIF4EBP3 ANKRD13D ANKRD19P ANKRD46 ANKRD9 ANO6 ANO7L1 ANP32B ANTXR2 ANXA2 ANXA4 AOPEP AP1AR-DT AP1G1 AP1M1 AP3D1 AP4S1 AP5Z1 APAF1 APBB2 APEH API5 APOL2 APRT APTR AQR ARAF AREL1 ARFGAP2 ARFIP2 ARHGAP11A ARHGAP11A-DT ARHGDIA ARHGEF18-AS1 ARHGEF39 ARID2 ARID4A ARL4A ARL4D ARMC5 ARMH4 ARPC2 ARSK ASAH1 ASAH1-AS1 ASAH2B ASB8 ASCC2 ASCC3 ASH2L ASNSD1 ASRGL1 ASXL2 ATAD2B ATAD5 ATF5 ATF6B ATF7IP ATG4C ATM ATOSA ATP10B ATP13A1 ATP23 ATP5F1A ATP5MJ ATP6V1E2 ATP7B ATPSCKMT ATRAID ATRN ATXN2L ATXN7 AURKB AVPI1 B3GNTL1 BAG3 BANF1 BBIP1 BBLN BBS2 BCAR1 BCL2L15 BEGAIN BEST3 BIVM BLCAP BLOC1S6 BLZF1 BMS1 BNIP2 BOLA1 BORCS8 BORCS8-MEF2B BRF1 BRF2 BRI3BP BRIP1 BRPF1 BTBD1 BTBD9 BTN3A2 BUD31 BYSL C11orf65 C12orf76 C16orf46 C16orf46-DT C16orf95 C16orf95-DT C17orf75 C17orf80 C18orf25 C19orf47 C1QTNF6 C1orf122 C1orf50 C1orf53 C1orf74 C2CD2L C2CD5 C2orf15 C2orf76 C3orf38 C3orf52 C4orf36 C6orf52 C7orf50 CA11 CA12 CACNB3 CACUL1 CAGE1 CALM1 CALM2 CALR CANX CAPG CAPZA1 CARS2 CASC11 CASP2 CATSPERD CBFB CBX2 CBX3P2 CC2D2B CCAR2 CCDC107 CCDC112 CCDC146 CCDC186 CCDC32 CCDC51 CCDC6 CCDC77 CCDC91 CCNB2 CCNF CCNI2 CCNJL CCNL1 CCNT2 CCNT2-AS1 CCT5 CCT8 CD164 CD27-AS1 CD276 CD2BP2 CD2BP2-DT CD320 CD72 CDC37L1 CDC37L1-DT CDC42SE1 CDC73 CDCA5 CDH17 CDHR3 CDIN1 CDK12 CDK13 CDK13-DT CDKN1A CEACAM7 CELSR3 CENPC CENPP CENPT CENPU CEP104 CEP112 CEP20 CEP250 CEP57 CERT1 CFAP418 CFAP69 CFDP1 CFL1 CFLAR CFTR CGGBP1 CHASERR CHCHD1 CHEK1 CHMP4C CHORDC1 CHPF CHUK CHUK-DT CKAP5 CLASP1 CLASRP CLCN3 CLDN12 CLDN16 CLDN23 CLHC1 CLINT1 CLK3 CLNK CLTB CLTC CLUAP1 CNEP1R1 CNIH3 CNNM2 CNNM3 CNPY2-AS1 COG4 COMMD3 COMMD4 COMMD6 COMTD1 COPB2 COPB2-DT COPG1 COPS5 COQ4 COQ8A COQ8B COX17 COX20 COX5A COX6B1 COX6C CPSF4 CRIPT CROT CRY2 CS CSDE1 CSNK1G1 CSNK1G3 CSPP1 CTCF CTDSP1 CTDSP2 CTNNA1 CTNNA1-AS1 CTNNBL1 CUTALP CYB561 CZIB CZIB-DT DAG1 DARS1 DBI DCAF17 DCDC1 DCTPP1 DDA1 DDOST DDX21 DDX6 DEDD2 DENND3 DENND5B-AS1 DEPDC1-AS1 DEPDC4 DEPTOR DESI2 DFFB DGKA DGLUCY DHODH DHPS DHX16 DHX37 DHX38 DIS3L2 DMAP1 DMKN DNAH8-AS1 DNAJB1 DNAJC18 DNAJC19 DNAJC24 DNAJC4 DNAJC7 DNASE2 DONSON DPAGT1 DPH5 DPH5-DT DPP3 DPP3-DT DPP9 DPY19L4 DPYSL2 DRAM1 DRG2 DTL DUSP10 DYNC1LI1 DYNC2I1 DZANK1 DZIP1L EBNA1BP2 EBP EDEM2 EDN1 EEF1B2 EEF1E1 EEF1E1-BLOC1S5 EEFSEC EFCAB14 EFHC1 EFL1 EGLN1 EHBP1 EHMT1 EID1 EIF1AD EIF2AK4 EIF2B2 EIF2S2 EIF3D EIF3E EIF3F ELAC2 ELF3 ELF3-AS1 ELFN1-AS1 ELL3 EMC2 EML6 EMP1 ENC1 ENO1 ENO1-AS1 ENSG00000187185 ENSG00000239137 ENSG00000246090 ENSG00000254718 ENSG00000268403 ENSG00000273828 ENTPD1-AS1 ENY2 EPC2 EPCAM-DT EPDR1 EPM2AIP1 ERBB3 ERCC6 ERCC6L2 ERCC6L2-AS1 ERLIN2 ESD ESRP2 ESRRA ESYT1 ETV6 EWSR1 EXOG EXOSC8 EXTL3-AS1 EZH1 FADD FAF2 FAIM FALEC FAM104A FAM110A FAM111A FAM111A-DT FAM111B FAM117A FAM117B FAM133B FAM172A FAM174A-DT FAM174B FAM174C FAM184A FAM185A FAM185BP FAM220A FAM53C FAM76B FAM98B FANCC FARSA FBXL17 FBXL18 FBXL8 FBXO15 FBXO24 FBXW11 FCF1 FDFT1 FEM1A FGD6 FGFR4 FHIP1B FIP1L1 FLJ20021 FLJ30679 FLT3LG FNBP1P1 FOSL2 FOXM1 FOXP1 FOXP1-DT FOXP2 FPGS FTH1 FUS FUT8 FUZ FXR2 FZD1 FZD3 FZD4 FZD4-DT G3BP1 GABARAPL1 GABPB2 GAK GALNS GALNT10 GAPDH GAPDH-DT GAPVD1 GARNL3 GART GAS2 GAS5 GAS5-AS1 GATC GAU1 GBA2 GCA GCC1 GCHFR GDAP1 GDF15 GDF5 GET1 GFI1 GFM1 GHITM GINS1 GINS3 GIT2 GLRX5 GLS GLYCTK GNA12 GNB1L GNG12 GNG12-AS1 GNPAT GOLGA2 GOLGA4 GOLGA7 GPA33 GPN2 GPNMB GPR108 GPR3 GPR89B GPRC5C GPRC5D-AS1 GRB7 GRHL3 GRHL3-AS1 GRK6 GRPEL2 GSTO2 GTF2A1 GTF2A1-AS1 GTF2A2 GTF2H1 GTF2H4 GTPBP8 GUK1 GULP1 H1-4 H2AC10P H2AX H2BC10 H3C8 H4C4 H4C8 HAUS2 HAX1 HBEGF HCFC1R1 HDAC3 HDGFL2 HDLBP HEATR1 HECTD4 HERC3 HEXIM1 HIBCH HINT2 HIPK3 HIRIP3 HMCES HMG20A HMGB3P22 HMGCL HNRNPD HNRNPD-DT HNRNPH3 HNRNPK HNRNPL HNRNPR HOXA-AS2 HOXA9 HOXB9 HPS5 HSD11B1L HSP90AB1 HSP90B1 HSPA1B HSPA6 HSPA8 HSPD1 HSPE1 HSPE1-MOB4 HTATIP2 HYKK IDE IDH1 IDH1-AS1 IDH3A IER2 IER3IP1 IFI30 IFIH1 IFT140 IFT172 IFTAP IGFL2 IKBIP IL33 IL4I1 ILF2 IMMP2L IMPA2 IMPACT ING1 INKA1 INO80 INO80D INO80E INTS3 INTS5 INTS6 INTS6-AS1 IP6K2 IPP IQCC IQCD IQCH IRGQ ISCA2 ISCU ISY1 ISY1-RAB43 ITGB5 ITGB8 ITM2B ITPR1 ITPR1-DT ITPRIP IWS1 JADE1 JAK2 JKAMP JMJD7 JMJD7-PLA2G4B JUNB JUND JUP KANSL1 KANSL3 KAT14 KAT7 KATNB1 KAZALD1 KBTBD4 KCTD16 KCTD3 KDF1 KDM2A KDM4C KDM5A KEAP1 KHDRBS1 KIAA0319L KIF23 KIF2C KIF5B KIF9 KIFC1 KIFC3 KLF14 KLF6 KLHDC10 KLHL18 KTI12 L3HYPDH LACTB2-AS1 LAMA3 LAMTOR1 LAMTOR2 LANCL1 LAPTM4A-DT LARP7 LASP1 LCLAT1 LDLR LIN7C LINC00229 LINC00471 LINC00511 LINC00513 LINC00886 LINC00938 LINC01133 LINC01144 LINC01232 LINC01560 LINC01572 LINC01719 LINC01749 LINC01814 LINC01852 LINC02026 LINC02166 LINC02313 LINC02331 LINC02405 LINC02435 LINC02901 LINC02924 LINC02926 LINC02944 LINC02985 LINC03060 LIPE-AS1 LIPT1 LIX1L LMAN2 LMBRD2 LONP1 LPIN2 LRCH3 LRCH4 LRIG3 LRP3 LRP4-AS1 LRP6 LRRC1 LRRC23 LRRC28 LRRC41 LRRC46 LRRC49 LRRC57 LSR LTBP1 LTBR LTN1 LURAP1L-AS1 LZTR1 M6PR MACROD1 MAF1 MAGI3 MALINC1 MAML1 MAN1B1 MAN1B1-DT MAN2A1 MAN2A1-DT MANBAL MANF MAP3K11 MAP3K14 MAP3K4-AS1 MAP4 MAPKBP1 MARCOL MARF1 MARK3 MARS2 MAT2B MATCAP1 MATR3 MBOAT7 MBTD1 MCCC1 MDM4 MDN1 MED16 MED20 MED28-DT MED29 MED4 MED8 METTL14 METTL14-DT METTL17 METTL8 MFAP1 MFSD14A MGAT1 MGRN1 MGST3 MIA2 MIA2-AS1 MICB MIDEAS MIEF2 MIR17HG MIR320A MIR3651 MIR3677HG MIR4482 MIR4512 MIR4638 MIR5695 MIR5696 MIR5700 MIR616 MIRLET7I MIRLET7IHG MIS18A MITD1 MKRN2 MLH1 MLLT10 MLLT3 MMAB MMADHC MMUT MON1B MORF4L2 MORF4L2-AS1 MOSPD3 MOV10 MPG MPZL2 MROH8 MRPL10 MRPL13 MRPL16 MRPL18 MRPL30 MRPL36 MRPL38 MRPL44 MRPL47 MRPS10 MRPS12 MRPS15 MRPS18A MRPS22 MRPS27 MRPS33 MSRB1 MSX2 MTBP MTDH MTERF1 MTERF3 MTERF4 MTFR1L MTG2 MTHFD2L MTHFSD MTMR11 MTMR9 MTO1 MTOR MUS81 MVB12A MVK MYBBP1A MYBPC1 MYCBP MYD88 MYG1 MYL6 MYL6B-AS1 MYO6 MZT2B N6AMT1 NAA15 NAA16 NAA30 NAA50P2 NAB1 NADK2 NAGK NAPA NARF NARF-AS2 NARS1 NASP NAV1 NBAS NBEAL1 NCBP2 NCBP2AS2 NCDN NCKAP1 NCLN NDE1 NDEL1 NDUFA3 NDUFA9 NDUFAF1 NDUFAF4 NDUFAF6 NDUFB5 NDUFC1 NDUFC2 NDUFC2-KCTD14 NDUFS1 NDUFS3 NDUFS5 NDUFS6 NDUFS8 NDUFV1 NDUFV1-DT NDUFV3 NECTIN3 NECTIN3-AS1 NEDD1 NEDD9 NEK2 NEK9 NET1 NFE2L2 NIPAL1 NME7 NNT NNT-AS1 NOB1 NOL6 NOL8 NOP2 NOS1AP NPAT NPC1 NPC2 NPDC1 NR1H2 NR5A2 NRDC NRDE2 NRXN3 NSRP1 NSUN2 NUDCD1 NUDCD2 NUDT13 NUP42 NUP58 NUP62 NUP88 NUP93-DT NUTF2 NVL NXT1 NYAP1 ODAD3 OGFOD1 OGG1 ORMDL1 OS9 OSBPL11 OSBPL3 OSCAR OSGIN2 OTUD5 OTULIN OTULIN-DT OVCA2 OXA1L OXA1L-DT OXCT1 P3H1 PABPN1 PACSIN2 PAFAH2 PAICS PAICSP3 PAK1IP1 PANK2 PANK2-AS1 PANK3 PAPOLA PAPOLG PATL1 PATL1-DT PAWR PCBD2 PCBP1 PCBP1-AS1 PCBP2 PCBP4 PCF11 PCGF6 PCK2 PCNX3 PCNX4 PCNX4-DT PCSK5 PDAP1 PDCD10 PDCD2L PDE4D PDE8A PDRG1 PEAK1 PEMT PER1 PET117 PEX1 PEX10 PEX11G PFDN4 PGAM2 PGAM5 PGBD1 PHB1 PHC3 PHF12 PHF14 PHLDA1 PHLDA1-DT PHLDB1 PHPT1 PHRF1 PIGN PIGO PIGO-AS1 PIK3C2A PIK3CA PIK3CA-DT PINX1 PINX1-DT PIPOX PJA2 PLA2G15 PLAG1 PLCXD2 PLD3 PLEC PLEKHA6 PLEKHJ1 PLGRKT PLSCR1 PMS1 PMS2P4 POGLUT2 POLD3 POLK POLR2H POLR2J4 POLR2K POLR3D POMGNT1 PON3 POP7 POU2F1 PPAN PPAN-P2RY11 PPAT PPCS PPHLN1 PPIAP31 PPIAP68 PPIB PPIEL PPIL2 PPM1A PPM1B PPP1CC PPP1R10 PPP1R37 PPP1R3B PPP2CA PPP3CA PPP4R3A PPP6R1 PRC1 PRDM10-DT PRDX5 PRELID1 PRELID2 PRKAG1 PRKCSH PRKD2 PRKRA PRKRIP1 PRMT5 PRPF18 PRPF4 PRR13 PRR14L PRR5L PRRT3-AS1 PSMA3-AS1 PSMA4 PSMB10 PSMD11 PSMD14 PSMD14-DT PSMD3 PSMD5 PSMD7 PSMF1 PSMG2 PSRC1 PSTK PTCD1 PTDSS1 PTEN PTGER4 PTGES3 PTPA PTPMT1 PTPN1 PTPN2 PTPRB PTPRG PTPRO PTTG1 PUM3 PURA PVT1 PXMP2 PXYLP1 PYM1 QRICH1 R3HDM2-DT RAB11A RAB11FIP5 RAB21 RAB30 RAB30-DT RAB35 RAB40C RAB5IF RAB7A RABGEF1 RAET1K RAF1 RASGRP2 RASGRP3 RASSF6 RASSF9 RBAK RBAK-RBAKDN RBM27 RBM34 RBM45 RBMS2 RCC1 RDH10 REG4 RELCH RELL2 REPIN1 RETREG2 REXO2 RFC1 RFESD RFXANK RGS17P1 RGS9 RHBDD1 RHBDD3 RHOQ RIC8A RIMKLB RLF RMDN2 RMI1 RN7SKP193 RN7SL2 RN7SL521P RNASEH2A RNF10 RNF139-DT RNF149 RNF187 RNF32-DT RNPS1 RNU4ATAC RNU5E-4P RNU6-142P RNU6-2 RNU6-450P RNU6-808P RNU6-9 RNU6-952P RNY3 RNY4 RPA2 RPAIN RPAP1 RPIA RPL10 RPL13A RPL13P5 RPL26 RPL26L1 RPL26L1-AS1 RPL29 RPL34P1 RPL4 RPL41 RPL7 RPN1 RPP25L RPS18 RPS2 RPS27A RPS27L RPS6 RPS6KA4 RPS9 RRAGC-DT RRAS RRM2 RRP7A RSBN1L RSPH1 RSPH1-DT RSRP1 RTEL1 RTEL1-TNFRSF6B RTKN RTL10 RTN3 RTRAF RTTN RUNDC3B RUSF1 RUSF1-DT S100A2 SAC3D1 SAFB SAFB2 SAMD13 SAMD4B SAP18 SAR1A SAR1B SARS2 SART3 SAXO2 SBNO1 SCAANT1 SCAF11 SCARB2 SCYL2 SDF2 SDR39U1 SEC11C SEC14L1 SEC22B SEC23A-AS1 SEC63 SECISBP2L SELENOI SEMA4B SENP2 SEPTIN2 SEPTIN4-AS1 SEPTIN7 SEPTIN7-DT SEPTIN7P1 SEPTIN9 SERPINI1 SERTAD1 SERTAD3 SETD4 SETD4-AS1 SETD5 SETD9 SF3A2 SF3B3 SFN SH2B1 SH2B3 SH2D5 SH2D6 SH3BGRL3 SHARPIN SHC4 SHOC2 SIL1 SIPA1 SIPA1L3 SIRT2 SKA1 SKIC3 SKP2 SLBP SLC12A2 SLC12A2-DT SLC12A9 SLC19A1 SLC22A5 SLC25A12 SLC25A19 SLC25A20 SLC25A26 SLC25A28 SLC25A28-DT SLC25A35 SLC26A2 SLC29A2 SLC2A4 SLC35A3 SLC35A5 SLC35C2 SLC37A1 SLC38A1 SLC38A11 SLC38A9 SLC3A2 SLC41A2 SLC5A6 SLC66A3 SLC7A6 SLCO5A1 SLCO5A1-AS1 SLTM SMAD1 SMARCA2 SMARCAD1 SMARCAD1-DT SMARCAL1 SMARCC1 SMC5 SMCHD1 SMCR8 SMG5 SMG9 SMIM13 SMIM2-AS1 SMKR1 SMYD5 SNAPC5 SND1 SND1-DT SNHG1 SNHG10 SNHG17 SNHG21 SNHG9 SNORA33 SNORA78 SNORA84 SNORD118 SNORD12C SNORD22 SNORD27 SNORD28 SNORD32A SNRPA1-DT SNRPB SNX11 SNX18 SNX3 SOCS2 SON SOS1 SOX2-OT SP110 SP3 SPAG5-AS1 SPAG7 SPDYE1-AS1 SPECC1 SPECC1-DT SPINK6 SPOP SPPL3 SPRED2 SPRY4 SRD5A1 SRGAP1 SRPK2 SRRM5 SRSF10 SRSF4 SRSF5 SSB SSBP1 SSR2 SSU72 ST7 ST7-OT4 ST7L STAG3L4 STAM STAT6 STC2 STIM2 STIM2-AS1 STK35 STK4 STK4-DT STMN3 STOML2 STOX1 STPG4 STRN3 STX10 STX3 STX7 STXBP3 SUGT1 SUGT1-DT SUN1 SUV39H2 SWI5 SYCE2 SYNGR4 SYS1 SYS1-DBNDD2 SZT2 TAF1A TAF1A-AS1 TANK TANK-AS1 TAPBPL TARS2 TBC1D19 TBC1D32 TBC1D8 TBPL1 TBX3 TCERG1 TCF12 TCP1 TDG TDO2 TDP1 TDP2 TEDC1 TEFM TENT2 TENT5A TET2 TGFB1I1 TGS1 THADA THAP10 THAP8 THBS3-AS1 THEM4 THEM6 THOC6 THUMPD3-AS1 TIAL1 TIGD2 TIMM10B TIMM21 TIMM44 TIMMDC1 TIMMDC1-DT TIRAP-AS1 TLNRD1 TM2D1 TM4SF5 TMA7 TMCC2 TMED10 TMEM106C TMEM11 TMEM11-DT TMEM143 TMEM14C TMEM167B TMEM192 TMEM198 TMEM203 TMEM209 TMEM216 TMEM248 TMEM259 TMEM266 TMEM41B TMEM44 TMEM62 TMEM68 TMEM8B TMUB1 TNFRSF21 TNPO1 TNPO2 TNRC18 TNRC6B TOMM22 TOMM22-DT TOP3A TOR1AIP1 TP53I3 TP53INP2 TP53TG1 TPCN1 TPD52 TPGS1 TPT1 TPT1-AS1 TPX2 TRABD2A TRADD TRAF4 TRAM1 TRAPPC2L TRAPPC3 TRAPPC6B TRIM13 TRIM37 TRIM4 TRIM41 TRIM5 TRIP10 TRIP6 TRMT112 TSEN34 TSGA10 TSSC4 TTC12 TTC14 TTC14-DT TTC23 TTC3 TTC41P TTLL12 TTYH3 TUBA1C TUBB TUBGCP6 TWSG1 TWSG1-DT TXLNA TXNIP TXNL4A TXNL4B TYMP TYSND1 UBC UBE2D3 UBE2D3-AS1 UBE2L6 UBE2V2 UBE3C UBN2 UBQLN4 UBTD1 UBXN1 UBXN2A UBXN4 UBXN8 UEVLD UGCG UGP2 UHRF1BP1L-DT UIMC1 ULK3 UNC5B-AS1 UPP1 UQCC6 UQCR11 UQCRC2 UQCRFS1 UQCRH USP2 USP2-AS1 USP22 USP3 USP42 USP54 USP8 UTP11 UTP18 UTP3 UVRAG-DT UVSSA VAMP1 VANGL1 VAPA VARS2 VAV2 VCL VCPIP1 VEGFA VEZT VHL VILL VIPAS39 VMP1 VPS33A VPS39 VPS39-DT VPS52 VPS8 VRK1 VRK2 VSIG10 WASHC4 WDR11 WDR11-DT WDR26 WDR33 WDR5 WDR5-DT WDR55 WDR62 WDR82 WDR83 WDR83OS WDR87 WDTC1 WDTC1-DT WEE2-AS1 WIPF2 WTAP XKR9 XPOT XXYLT1 YIPF5 YTHDC2 YWHAQ ZBTB37 ZC2HC1C ZC3H10 ZC3H15 ZC3H18 ZC3HAV1 ZC3HC1 ZCCHC7 ZCRB1 ZDHHC24 ZFAND1 ZFAND2A ZFAND4 ZFAS1 ZFHX3-AS1 ZFP64 ZFPL1 ZGRF1 ZKSCAN2 ZMPSTE24 ZMPSTE24-DT ZMYND12 ZNF131 ZNF143 ZNF169 ZNF213 ZNF213-AS1 ZNF25 ZNF25-DT ZNF252P ZNF252P-AS1 ZNF263 ZNF280D ZNF3 ZNF335 ZNF346 ZNF354B ZNF367 ZNF394 ZNF395 ZNF398 ZNF41 ZNF426 ZNF426-DT ZNF444 ZNF445 ZNF502 ZNF526 ZNF546 ZNF564 ZNF576 ZNF580 ZNF581 ZNF593 ZNF623 ZNF672 ZNF700 ZNF740 ZNF747 ZNF747-DT ZNF764 ZNF770 ZNF771 ZNF79 ZNFX1 ZSCAN20 ZSCAN22 ZSWIM3 ZWILCH FOXC1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FOXC1_TARGET_GENES ABCA13 ABCG1 ANKS3 AOAH ASH2L ATXN2 B4GALT3 BOC CALN1 CCRL2 CENPP CHD2 CLDN7 CPLANE1 CRYBG2 CSF2RB DCP2 ECE2 EFTUD2 ENSAP1 ENSG00000265069 FABP5 FAF1-AS1 FNDC3B FOXP2 GAPDHP62 HSPG2 IL4R ITGB2 IVD KRT27 LINC00640 LINC01132 LINC01671 LINC02666 LNMICC LRP1 LTBP3 MARCKS MIIP MIOS-DT MIR4277 MIR6729 NCOA7 NCOR2 NOL8 NR2F2-AS1 NTRK2 NUP214 OGFOD3 PCYOX1 PFN3 PLD2 PNLIPRP1 PPP1R3F PSMA4 PTH1R RHBDF1 RN7SL187P RNU6-1327P RPL6P21 RPS18 RPS25P9 RPTOR SCAND2P SEH1L SHANK2 SLC17A8 SMG6 SNHG12 SNORA16A SNORA80C SPATA5L1 STEAP2 TMEM202-AS1 TMTC2 TNFSF15 TRIM52-AS1 TTR TUBA1A TUBA1C UBXN8 VILL VPS52 XPNPEP1 ZNF638 ZYX FOXD2_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FOXD2_TARGET_GENES A2M-AS1 AAK1 ABCA2 ABCC11 ABCC4 ABHD10 ABHD17C ABHD2 ABTB2 ACAA2 ACAP3 ACOXL ACP1 ACSL1 ACTB ACTN4 ACTR2 ADAL ADAMTSL4-AS1 ADGRE2 ADGRV1 ADISSP ADPRM AFAP1L1 AGAP2-AS1 AGL AGR2 AGR3 AHNAK AK3 ALDH1A3-AS1 ALDH3A2 ALG5 ALOX12B ALOXE3 AMZ2 ANAPC13 ANAPC7 ANGEL2 ANKHD1 ANKHD1-DT ANKHD1-EIF4EBP3 ANKMY2 ANKRD10 ANKRD37 ANKRD63 ANLN ANXA4 AP1AR AP1AR-DT AP1G1 AP2B1 AP2S1 AP4M1 AP4S1 AP5S1 APEH APEX1 APH1A APH1B ARAP1 ARF1 ARF4 ARF4-AS1 ARF5 ARHGAP27 ARHGAP5 ARHGAP5-AS1 ARHGDIA ARHGEF3 ARID2 ARL6IP4 ARL8B ARPC1A ARPC5L ARRDC3 ARRDC3-AS1 ARSK ASH1L ASNSD1 ATAD2B ATE1 ATG4B ATIC ATN1 ATP5ME ATP5PD ATP6V0C ATP6V1E2 AUP1 AVPI1 AZI2 AZIN1 BACE2 BANP BAP1 BBIP1 BBOF1 BBS2 BCAT2 BCCIP BEGAIN BICD2 BLM BLOC1S6 BMI1 BMP2K BOD1 BRAT1 BRCA1 BRD9 BRPF1 BTF3-DT BTN3A2 BUB1 BZW2 C10orf95-AS1 C15orf61 C19orf12 C19orf38 C1GALT1 C1orf43 C6orf141 C7orf50 CACNB2 CAMLG CAMTA1 CAMTA1-DT CAPN1 CAPN1-AS1 CAPRIN2 CAPS2 CAPZB CARNMT1-AS1 CASC11 CATIP-AS1 CCDC163 CCDC171 CCDC59 CCDC71 CCDC78 CCDC87 CCDC88C CCNF CCNT2-AS1 CCS CCT4 CCT6A CCT6P1 CCZ1P1 CD101-AS1 CD44 CD9 CDC42BPA CDC42SE1 CDC73 CDCA2 CDK12 CDK13 CDK13-DT CDK5RAP1 CDK8 CDPF1P1 CELSR3 CEMIP CENPL CENPQ CENPT CEP135 CEP63 CEP83 CEP83-DT CES2 CFAP20DC CFDP1 CFL1 CHCHD10 CHCHD4 CHKB CHKB-DT CHRNA7 CHTOP CIAO2B CIB2 CINP CISD3 CITED2 CKAP2 CLCN6 CLDN4 CLDN7 CLN3 CLN5 CLNS1A CLPX CLTA CLUH CNIH1 CNPPD1 CNPY2-AS1 CNTFR CNTROB COA6 COA6-AS1 COBLL1 COG5 COIL COL17A1 COL6A4P1 COLGALT1 COMMD1 COMMD9 COPS5 COPS7A CORO7 COX19 COX5B CPSF4 CRACR2B CRAT CREB3 CREBZF CRELD1 CRTC3-AS1 CRYBA2 CRYZL1 CS CSDE1 CSPP1 CSRNP2 CTBP2 CTDSP1 CTNND1 CTSO CUL2 CUL5 CXCL2 CYSRT1 DAB2IP DAG1 DAPK1 DARS1-AS1 DARS2 DAZAP2 DBF4 DBI DCAF17 DCAF4 DCLRE1B DCTD DCTN2 DCTN6 DCTN6-DT DCUN1D5 DCXR DCXR-DT DDX21 DDX31 DDX39A DDX3X DDX50 DDX51 DDX6 DESI1 DGAT2 DGAT2-DT DGCR8 DGKA DHDDS DHPS DHX36 DHX8 DIP2A DIS3L DIXDC1 DLEU1 DMTF1-AS1 DNAJA3 DNAJA4 DNAJA4-DT DNAJB1 DNAJB12 DNAJB9 DNAJC10 DNAJC21 DNAJC27 DNAJC27-AS1 DNAJC4 DNAJC9-AS1 DNLZ DOCK8 DOLK DPP8 DRAM1 DST DUS3L DUS4L DUSP23 DUSP5 DUSP6 DVL2 DYNC2I1 DYRK1A E2F5-DT E2F8 E4F1 EAF2 EED EFCAB2 EFHC1 EHF EIF2AK1 EIF3F EIF3J-DT EIF3K EIF3M EIF4ENIF1 ELMO3 ELMOD2 EMC4 EMC6 EMC8 EMILIN2 EML6 EMP1 ENOPH1 ENSG00000200288 ENSG00000213963 ENSG00000233461 ENSG00000244998 ENSG00000245651 ENSG00000266401 ENTPD4 ENTPD4-DT ENTR1 EPB41L4A EPB41L5 EPS8 EXO1 EXOSC3 EXOSC7 EXOSC8 EZH1 FAAP100 FAAP20 FADD FADS1 FADS2 FAF2 FAHD1 FAM131B FAM131B-AS2 FAM156A FAM174C FAM21FP FAM221A FANCA FANCC FANCI FARSA FBXL18 FBXO31 FBXO38 FBXO38-DT FBXO7 FBXW9 FCHO2 FCHO2-DT FGD6 FKBP11 FKBP5 FKTN-AS1 FLNC-AS1 FLVCR1 FLVCR1-DT FNBP1P1 FOSL2 FOXA2 FOXJ2 FOXM1 FOXP1 FOXP1-DT FRG1HP FRMD4B FUT4 FUZ FXYD3 GAB2 GALNS GALNT10 GALNT3 GARS1-DT GATA2 GATD1-DT GBA2 GCA GCC1 GFER GFM2 GGCTP1 GGNBP2 GID8 GLB1 GLT8D2 GNA13 GNB2 GNPTAB GOLGA5 GOSR1 GOSR2 GOSR2-DT GPBP1L1 GPHN GPNMB GPRC5D-AS1 GRHL3 GRHL3-AS1 GRHPR GRK4 GRK6 GRPEL1 GRPEL2-AS1 GTF3C2 GTF3C4 GTF3C6 GUF1 H2AX H2AZ2 H2AZ2-DT H2BC26 H2BC9 H3-3A H3-3A-DT H3C12 H3C7 HACD3 HAGH HAGHL HAR1A HAR1B HCFC2 HCG14 HCN3 HDAC1 HDAC10 HDGF HECTD4 HERC6 HIPK3 HIRA HIRIP3 HM13 HMGB1 HMGB2 HMGN1 HMGN4 HMOX2 HNF4G HNRNPD HNRNPD-DT HNRNPDL HNRNPL HNRNPUL1 HNRNPUL2 HNRNPUL2-BSCL2 HOXA10 HOXA10-AS HOXA13 HOXA9 HRAS HROB HSP90AB1 HSPA4 HSPA5 HSPA9 HTRA2 HYAL3 ICA1-AS1 ICE1 IDI1 IDNK IFIH1 IFT122 IFT88 IGF2BP3 IGFL4 IL20RA IMMT IMPACT INCA1 INO80D INO80E INSIG1 INSIG1-DT IP6K2 IPO4 IQCB1 IQCH-AS1 IRF1-AS1 IRF2BP2 IRF6 ISG15 ISOC2 ISY1 ISY1-RAB43 ITFG1-AS1 ITGA3 ITGA6 ITGAV ITGB5 ITGB8 ITSN1 IZUMO4 JARID2 JKAMP JMJD4 JMJD7 JMJD7-PLA2G4B KALRN KANK1 KANSL1 KAT5 KATNA1 KCMF1 KCNC4 KCNC4-DT KCNK1 KCTD2 KCTD3 KCTD9 KDM5B KDM6B KIAA1328 KIF22 KIF23-AS1 KIF3A KIF9 KLC2 KLF6 KLF7 KLHDC1 KLHDC2 KLHL18 KLHL35 KLHL7 KLHL7-DT KLHL8 KMT5C KNL1 KRT8 KTN1 L3HYPDH LAMA3 LAMB2 LAMC2 LAMP1 LAMTOR4 LAPTM4A LAPTM4A-DT LARP1 LIMD1 LIMS1 LIN9 LINC-PINT LINC00112 LINC00475 LINC00479 LINC00511 LINC00938 LINC00974 LINC01269 LINC01342 LINC01588 LINC01703 LINC01719 LINC01852 LINC02028 LINC02038 LINC02320 LINC02352 LINC02453 LINC02846 LINC02924 LIPT2 LMNTD2 LNCOC1 LNCRNA-IUR LOC105371430 LOC124901296 LONP2 LPCAT3 LPP-AS2 LRATD2 LRIG2 LRIG2-DT LRP2BP LRP3 LRRC1 LRRC14 LRRC56 LRRK1 LSS LTBP3 LTC4S LY75 LY75-CD302 LYRM2 LYSET MADCAM1-AS1 MAILR MAML3 MAN1A2 MANF MAP1LC3B MAP3K14 MAP4K1 MAPK14 MARS2 MATCAP2 MBD4 MCF2L MCF2L-AS1 MCM3AP-AS1 MCM7 MCOLN1 MDN1 MEF2D METTL25 METTL3 METTL6 METTL8 MFSD1 MFSD3 MFSD4B MFSD4B-DT MHENCR MIR153-1 MIR194-2HG MIR3190 MIR3197 MIR3613 MIR4512 MIR4665 MIR5787 MIR584 MIR6853 MIR762HG MIRLET7BHG MITD1 MKLN1-AS MKS1 MMACHC MMP11 MOB3A MON2 MPHOSPH6-DT MPLKIP MPZL1 MRGBP MRM3 MROH8 MRPL1 MRPL15 MRPL30 MRPL36 MRPL40 MRPS2 MRPS23 MRPS27 MRPS6 MSMO1 MST1 MTA2 MTG2 MTHFD2L MTHFR MTMR11 MUS81 MXD3 MYBBP1A MYH10 MYO10 MYO19 MYO5C MYO9A MYORG NAA25 NAA80 NACA NADK NAGA NAPEPLD NAPRT NASP NBR1 NCOR1 NDRG2 NDRG3 NDST1 NDST1-AS1 NDUFA10 NDUFA13 NDUFA5 NDUFAF4 NDUFB9 NDUFS3 NEAT1 NEDD4L NEIL3 NEK8 NEK9 NEMF NEMP2 NEMP2-DT NEPRO NEPRO-AS1 NETO2 NEURL4 NFE2L2 NFIB NFKBIA NFU1 NLE1 NMD3 NME1 NME1-NME2 NMRAL1 NOC4L NOP14 NORAD NOSIP NPDC1 NR2F2 NRP2 NSA2 NSMCE2 NSRP1 NUB1 NUBPL NUBPL-DT NUCB2 NUDCD2 NUDT22 NUDT6 NUP188 NUP98 NUTF2 NXT1 OAT OCLN ODC1 ODC1-DT OLMALINC ONECUT2 OPA3 OPLAH ORC6 OSBPL9 OSGEP OXSR1 PAAF1 PAK6 PAK6-AS1 PALD1 PANK1 PARP16 PARVB PCBD2 PCBP1-AS1 PCDH1 PCIF1 PCYT1A PDCD4-AS1 PDCD5 PDCD7 PDE4D PDHB PELATON PELO-AS1 PELP1 PELP1-DT PFDN4 PFKFB3 PGAM1 PGRMC2 PHF3 PHF5A PHF7 PICART1 PIERCE1 PIF1 PIK3C2A PIK3R2 PIMREG PIWIL4 PKNOX1 PLA2G2A PLA2G6 PLEK2 PLEKHG2 PLEKHG3 PLEKHJ1 PLK4 PLSCR4 PMPCA PMS2CL PNMT PNPLA3 PNPLA6 PNPLA8 POC5 POLB POLD3 POLM POLR1B POLR2L PPIEL PPIL6 PPP1R35 PPP1R35-AS1 PPP2R3B PPP2R5B PPP3R1 PPP4R3B PPP4R3B-DT PRC1 PRCC PRDM1 PRDM11 PRDX5 PRELID3A PRKAG2 PRMT9 PRR12 PRR15 PRR15-DT PRR7 PRR7-AS1 PSAT1 PSD PSEN1 PSENEN PSMB7 PSMC2 PSMC3IP PSMD14 PSMD14-DT PSMG1 PSPH PSTPIP2 PTCD1 PTMA PTPA PTPMT1 PTPRA PTPRB PTPRG PTS PUF60 PUM2 PUSL1 PVT1 PXN-AS1 PXYLP1 PYCR2 PYM1 QPCTL R3HDM2 R3HDM2-DT RAB1A RAB40C RABGGTB RACGAP1 RAD23A RAD51 RAD51-AS1 RAD51AP2 RAD52 RALB RANBP2 RANBP3 RANBP3-DT RARA RASA1 RASSF1 RASSF1-AS1 RASSF7 RAVER1 RBBP4 RBBP8 RBL2 RBM22 RBM27 RBM33-DT RBM34 RBM6 RCC1 RCN1 REPIN1 RER1 RETREG2 REX1BD REXO4 RFX1 RHEB RHOQ RHOT2 RILP RIMOC1 RMC1 RMDN1 RN7SKP193 RN7SL2 RN7SL3 RNF123 RNF13 RNF130 RNF217 RNF217-AS1 RNF32 RNH1 RNU2-2P RNU5A-1 RNU5E-6P RNU6-7 RNU6-728P RNU7-27P RO60 RPL23A RPL23AP95 RPL32 RPL7L1 RPLP0 RPN2 RPS14 RPS18 RPS23 RPS29P16 RPS3 RPS6KB1 RRM2 RRP12 RTKN RTN4 RUSC2 RUSF1 RUSF1-DT S100A13 S100PBP SATB2-AS1 SCAMP2 SCARB1 SCARB2 SCFD1 SCNN1A SCRIB SDCBP2 SEC22C SEC61G SEC61G-DT SECISBP2 SEH1L SENP6 SENP8 SEPSECS-AS1 SEPTIN2 SEPTIN9-DT SERP1 SERPINB8 SESN1 SESN3 SET SETD1A SF3A2 SGK2 SGO1 SGO1-AS1 SH2D5 SH2D7 SH3PXD2A-AS1 SH3PXD2B SH3RF1 SH3TC2 SH3TC2-DT SH3YL1 SHOC2 SIPA1L3 SKIC3 SKIDA1 SLC11A2 SLC12A8 SLC12A9 SLC16A13 SLC16A9 SLC18B1 SLC1A5 SLC25A39 SLC25A6 SLC26A11 SLC2A8 SLC33A1 SLC35C1 SLC36A1 SLC38A4-AS1 SLC38A6 SLC3A2 SLC41A2 SLC46A1 SLC4A7 SLC5A3 SLC7A6 SLCO4A1 SLF2 SLTM SMAD1 SMARCA4 SMARCAD1 SMARCAD1-DT SMC2 SMPD2 SMPDL3A SMYD5 SNAP47 SNHG21 SNHG3 SNHG5 SNIP1 SNORA24B SNORA7A SNORD13 SNORD15A SNORD42B SNRNP200 SNRPD2 SNRPD3 SNX4 SOCS3 SPATA5 SPC24 SPPL3 SPRY1 SRD5A3-AS1 SRI SSC4D SSH3 ST3GAL1 ST3GAL1-DT ST3GAL4 STARD10 STARD7 STEAP1 STPG4 STRIP1 STT3B STX10 STX17-DT STX4 SUCLG1 SUGCT SULT1A1 SUPT16H SUPT3H SYMPK SYN2 SYNCRIP SYNJ2 SYNRG TAB2 TACC1 TACC3 TAF10 TAF5L TAF7 TAGLN2 TATDN1 TBC1D8 TBK1 TECPR2 TEDC2 TEDC2-AS1 TENT4A TESK1 TEX264 TFAP2A TFR2 THAP4 THAP5 THEM6 THUMPD1 THUMPD3-AS1 TINAGL1 TLN1 TM2D1 TM4SF1 TM4SF1-AS1 TM9SF1 TMBIM6 TMC6 TMCO1 TMCO4 TMED1 TMEM109 TMEM117 TMEM131 TMEM134 TMEM147 TMEM147-AS1 TMEM165 TMEM167B TMEM170A TMEM175 TMEM18 TMEM200A TMEM200B TMEM219 TMEM223 TMEM268 TMEM52 TMEM62 TMEM69 TMPPE TMSB10 TMUB1 TMX1 TMX2 TNFRSF10D TNFSF9 TNKS TNPO1 TNPO3 TNS3 TOLLIP TOMM5 TOR1B TP53RK-DT TPGS2 TPI1 TPI1P2 TPM4 TPP2 TPRN TPT1 TPT1-AS1 TRABD2A TRAF4 TRAM2 TRAM2-AS1 TRAP1 TRAPPC1 TRAPPC5 TRAPPC9 TRIM35 TRIM4 TRIM62 TRIM7-AS2 TRIP13 TRIP6 TRMT112 TRMT12 TRMT2A TRMT5 TRMT61A TRMU TRPT1 TSN TSNAX TSNAX-DISC1 TSPAN4 TSPO TSSK6 TTC41P TTC9C TTF2 TTI2 TTPAL TUBB TUBB4B TUBD1 TUBGCP6 TXNDC11 TXNDC5 TXNL4A TXNRD2 TYK2 U2AF1L4 UBAP2L UBE2D2 UBE2D3 UBE2D3-AS1 UBE2H UBE2H-DT UBE2M UBQLN1 UBQLN1-AS1 UBXN2A UCHL5 ULK3 UNC13D UQCR11 UROS USF1 USF3 USP21 USP22 USP47 VCP VDAC2 VEGFA VEZT VOPP1 VPS35 VPS37C VPS52 VTRNA1-2 WASHC2C WASHC5 WASL WDR11 WDR11-DT WDR27 WDR35 WDR35-DT WDR37 WDR43 WDR48 WDR74 WDR75 WDR87 WEE1 WWP2 XRCC6 XYLT2 YAP1 YARS1 YIPF7 YTHDC1 YWHAB YWHAZ ZBED4 ZBTB1 ZBTB25 ZBTB8OS ZC3H4 ZCWPW2 ZDHHC21 ZDHHC3 ZDHHC8BP ZFAS1 ZFP36 ZFP90 ZMAT5 ZNF138 ZNF165 ZNF280D ZNF3 ZNF367 ZNF407-AS1 ZNF436 ZNF436-AS1 ZNF48 ZNF581 ZNF621 ZNF629 ZNF639 ZNF646 ZNF668 ZNF688 ZNF70 ZNF76 ZNF767P ZNF768 ZNF770 ZNF775 ZNRF2 ZYX ZZZ3 FOXD3_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FOXD3_TARGET_GENES AFF4-DT ARHGAP31-AS1 BAP1 CAPZB CCDC68 CHKA CHKA-DT COMT CSTB CUL4A DUSP28 FAAP20 FAIM HES4 HIVEP1 ISG15 LNC-LBCS PCID2 PHF1 PHF7 RAB11B-AS1 RRAS SEL1L3 SEPTIN10 SERPINB1 SLC2A10 SLC37A1 SLC43A3 SOWAHC SRRM2 TLK2 TRIM26 UBE2E1 USP24 ZMYM4 ZNF280D FOXE1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FOXE1_TARGET_GENES ABCB8 ACSL3 ACTG1 ADAT2 ADGRB3 ADM AFF1 AGBL5 AGBL5-AS1 AGPAT3 AKIRIN2 AKR1A1 AKT1S1 ALDH1A2 ALDH4A1 ALG8 ALOXE3 AP2S1 AP3M2 AP3S1 ARHGAP15 ARHGAP32 ARID1A ARID4A ARMH4 ARPC5L ASCC1 ATF5 ATOH1 ATP6V1G1 ATXN1L B3GNT4 BABAM1 BARHL1 BCAR3 BDNF-AS BLOC1S1 BLOC1S5 BLOC1S5-TXNDC5 BMAL1 BMS1P4 BMS1P4-AGAP5 BOLA1 BRAF BRD2 C18orf21 C1orf43 C4orf47 C5orf15 CABLES1 CADM1 CALM1 CALM2 CAPS2-AS1 CAPZA2 CASZ1 CBX5 CCBE1 CCDC124 CCDC174 CCDC59 CCNC CCND1 CCT3 CCT6B CDC25C CDC27 CDC45 CDH2 CDIP1 CDK17 CDK5 CENPP CENPT CEP128 CFAP418 CHASERR CHCHD5 CHD2 CISD2 CITED2 CLN5 CLPB CNOT9 CNPY2 CNTNAP2 COG4 COMMD6 COQ5 COX17P1 COX20P1 COX7A2 COX7C CRADD CRYZ CSTB CTSA CXXC1 CYB5R4 DALRD3 DCAF8-DT DDIT4 DDX23 DDX3X DDX42 DDX46 DET1 DGAT1 DGAT2 DHDDS DMD DNAJB4 DNMT1 DOC2A DOLPP1 DPH1 DPP9 DUSP6 DYNC1I2 DYNLL1 EEF1G EEF2 EFCAB14 EHBP1 EIF3B EIF4A2 EIF5 ELF1 ELMO1 ELP2 EMC3 EMC3-AS1 ENC1 ENO1 ENO1-AS1 ENPP3 ENSG00000224865 ENSG00000228044 ENSG00000232995 EPB41L4A-AS1 ERI1 ESYT1 EVI5 EXOC4 EXOSC4 EYA3 EZH2 FAM135A FAM53C FBXL19 FBXO28 FBXO31 FBXO32 FEM1A FGD6 FGF19 FHL1P1 FLCN FLOT1 FOXJ3 FOXO3 FUBP1 FUS G3BP2 G6PC3 GADD45B GALNTL5 GAPDH GAS5 GATA4 GBA1 GCN1 GEMIN6 GFRA3 GHITM GIPC2 GLI3 GLRA1 GLUD1P3 GLUL GNG12-AS1 GNPTG GNRH1 GPATCH4 GPC5-AS1 GREB1L GRK4 GRM1 GSPT1 GSTCD GTF2IRD1P1 GTF3C3 GUSBP11 H2AC12 H2AC20 H2AC21 H2AC25 H2AX H2AZ1 H2AZ1-DT H2BC21 H2BC26 H2BC5 H3-3B H3C10 H4C4 H4C5 H4C8 HAUS8 HBB HDAC2 HDAC2-AS2 HDDC3 HDGF HECTD1 HEMK1 HES1 HES4 HEXA HEXA-AS1 HEXIM1 HEXIM2 HEXIM2-AS1 HINT3 HLA-DMA HMGN2 HMGN4 HNRNPA1 HNRNPAB HNRNPD HNRNPD-DT HNRNPF HNRNPH3 HNRNPR HNRNPUL2 HNRNPUL2-BSCL2 HOTAIRM1 HOXA-AS3 HOXA1 HOXA9 HOXB5 HOXB8 HOXD11 HS3ST3A1 HSP90AA1 HSP90AB1 HSPA1B HSPD1 HSPE1 HSPE1-MOB4 HSPH1 HTR5A HYOU1 ID2 ID2-AS1 ID3 IER2 IER3-AS1 IER5 IFRD1 IGF2BP3 IL4I1 ILF2 ILK ILRUN ILRUN-AS1 IMPACT INO80C INSM1 INTS12 IPO13 IPO7 ISG15 IST1 ITGA7 ITPR1 ITPR1-DT ITSN1 KAT6A KAZALD1 KCNK1 KCTD21-AS1 KCTD3 KDELR1 KIAA0319 KIF9 KLF11 KLHDC2 KLHL18 KMT2A KNTC1 KRR1 LAMP1 LAPTM4B LATS1 LDHA LEF1-AS1 LEMD2 LGR4 LIAS LIMD1-AS1 LIN28B LIN7C LIN9 LINC00240 LINC00382 LINC01623 LINC01719 LINC01780 LINC01962 LINC02136 LINC02593 LINC02609 LINC02832 LINC02918 LINC03000 LPIN1 LRSAM1 LSM14A LTV1 LUC7L2 LYSMD1 LZIC MAFB MAGI1 MALAT1 MALRD1 MAML3 MAN1C1 MAN2C1 MANBAL MAP1LC3B MAP2K7 MAPK4 MAT2A MAZ MCC MCIDAS MCM4 MDC1 MED23 METTL25 MFSD11 MGME1 MGST3 MID1 MIR191 MIR3677HG MIR5087 MIR615 MIR7-3 MIR7-3HG MIR9-3HG MKX MNT MPND MRPL1 MRPL24 MRPL53 MRPS10P1 MRPS15 MRPS18B MRPS23 MRPS24 MRPS27 MSH6 MT-RNR1 MT-TF MTF2 MTHFD2 MTUS1 MYL11 MYNN MYO9B NACA NASP NAV2-AS4 NDUFA4 NDUFA7 NDUFAF3 NDUFB2 NDUFS3 NEK2 NEURL2 NEUROG1 NFIB NFYC NGLY1 NKAIN1 NKIRAS1 NKX2-5 NMNAT1 NOL8 NOLC1 NOM1 NOP14 NOP53 NPTN NR1D2 NR6A1 NRAV NRP2 NSG2 NSMCE2 NUDT2 NUF2 NUFIP2 NUP62 NXF1 OGDHL ORC1 OSBPL8 OTX1 OXSM P4HB PABPC1 PAM PAMR1 PAX6 PCBP2 PCDH9 PDE4A PDE4B PDE4D PDHB PEPD PER1 PEX3 PHF12 PHLDA1 PHLDA1-DT PIK3R3 PIPOX PKIA PKM PKNOX1 PLD6 PLEKHG2 PNP PNRC2 POLD3 POLDIP3 POLG POLG-DT POLR2A POLR3G POU2F1 POU2F1-DT PPEF1 PPIL4 PPM1K PPP1R10 PPP1R9A PPP3R1 PPP6R3 PRAF2 PRCC PRDM1 PRDX1 PRKAG1 PRKDC PRMT5 PRMT5-DT PRPF38A PRPF6 PRPH PRR14 PRSS23 PRUNE2 PSMA1 PSMA3-AS1 PTBP1 PTCD2 PTPMT1 PTPN1 PUM1 PXN-AS1 PYGO2 QTRT1 RAB11A RAB7A RAD9B RANBP3 RANBP3-DT RBM43 RCC1 RCN1 REPIN1 RFTN1 RFX1 RGS16 RGS5 RN7SL2 RNA5SP213 RNA5SP60 RNF138 RNF168 RNPS1 RNU2-63P RNU5A-1 RNU6-1109P RNVU1-14 RPL10A RPL11 RPL12 RPL13 RPL15 RPL17 RPL17-C18orf32 RPL18 RPL22L1 RPL26 RPL27A RPL29 RPL3 RPL31 RPL32 RPL35 RPL36P5 RPL38 RPL39P40 RPL4 RPL41 RPL5 RPL6 RPL7 RPL7L1 RPL9 RPLP0 RPS12 RPS12P5 RPS12P7 RPS14 RPS15 RPS15A RPS17 RPS24 RPS27 RPS28 RPS3 RPS4X RPS6 RPS8 RPS9 RPTOR RRM2 RRP8 RSRC2 RUNX1 S100A10 SACM1L SAE1 SAMD10 SAMD11 SASS6 SCARNA2 SCGN SCNM1 SCYL3 SDE2 SDHAF3 SEC62 SECTM1 SENP6 SETD5 SF3A3 SF3B3 SFTA3 SGK3 SGMS1 SGMS1-AS1 SHB SLC1A5 SLC30A10 SLC39A3 SLC39A6 SLC4A2 SLC9A1 SLX4IP SMAD6 SMARCD2 SNAP25-AS1 SNHG12 SNHG17 SNHG19 SNHG25 SNHG29 SNHG3 SNHG5 SNORA13 SNORA16A SNORA50C SNORA7A SNORD101 SNORD104 SNORD15A SNORD43 SNORD46 SNORD49A SNORD49B SNORD50B SNORD55 SNORD58B SNORD60 SNORD68 SNRNP70 SNRPB SNX12 SNX5 SNX8 SPAST SPHK2 SPRY2 SRBD1 SRRM1 SRRM3 SRSF2 SRSF3 SRSF7 SS18 SSBL4P SSR1 STAP2 STAT1 STAT3 STK11IP STRIP1 STX18 SUMF1 SVOP TASOR TBC1D10B TBC1D17 TBC1D5 TBC1D9 TBL1X TEF THAP11 THUMPD3-AS1 TIMM29 TLE3 TLE4 TLE6 TM7SF3 TMED10 TMEM243 TMEM250 TMEM94 TNK2-AS1 TNPO1 TOB1 TOB1-AS1 TOMM40L TOR1A TPGS1 TPH2 TPI1 TPM1 TPM3 TPRA1 TRAF7 TRAPPC3 TRDMT1 TRIM36 TRIM41 TRIM67 TRIM7-AS2 TRIT1 TRMT1 TRMT12 TRMT13 TSACC TSR3 TTC19 TTC4 TTC9C TTLL7 TUBB4B TXNIP TYW3 UBAP2L UBB UBE2D3 UFD1 UFSP2 ULK4 UMPS UQCRH USP37 USP54 USP9X UTS2 VEZT VGF VPS29 VPS37B VPS52 VTRNA1-1 VTRNA1-3 WASHC5 WDR74 WWP2 XIST XPO1 XPO6 YBX1 YIPF2 YWHAE ZBTB37 ZBTB4 ZBTB40 ZC3H10 ZC3H15 ZC3H4 ZFP37 ZMIZ1 ZNF146 ZNF24 ZNF296 ZNF300 ZNF350 ZNF484 ZNF565 ZNF585A ZNF608 ZNF615 ZNF629 ZNF639 ZNF644 ZNF649 ZNF76 ZNF775 ZSWIM7 ZWILCH FOXF1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FOXF1_TARGET_GENES ASB7 GNAS KIF6 MIR3914-2 MSL3P2 PDE8A PRR13P2 RNA5SP400 RPL4 FOXF2_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FOXF2_TARGET_GENES ENSG00000273828 FLJ40288 GLI2 HOXA2 HPCAL1 IGLJCOR18 LINC02054 MYLK3 NMBR-AS1 RAB40B RBFOX1 SLC35C2 FOXG1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FOXG1_TARGET_GENES ABCA7 ABCC5 ABCF2 ACAT2 ACP3 ACTB ADGRE2 AFTPH AFTPH-DT AHI1 AHI1-DT AHNAK AKT1S1 ALDOA ALS2 AMACR AMN1 ANKMY2 AOPEP AP5S1 AP5Z1 ARID1A ARID2 ARID4B ARMC2 ARMC6 ARPC4 ARPC4-TTLL3 ASH1L ASTN2 ATF2 ATG101 ATP1A1-AS1 ATP6V1B1-AS1 AVPI1 B3GALNT2 BBC3 BCL11A BCL2L11 BDNF-AS BICD1 BLTP1 BNIP1 BOD1L1 BRCA2 BRPF3 BSDC1 BTF3L4 BYSL BZW1 BZW2 C14orf119 C17orf75 C19orf48P C1orf159 C1orf226 C2CD5 CA11 CALM2 CAMSAP2 CAPRIN2 CBX3 CBX5 CBX8 CCDC6 CCDC87 CCNL1 CCNT2 CCNT2-AS1 CCS CCT2 CCT3 CCT8 CCZ1P1 CDC26 CDC42EP4 CDC73 CDKL3 CELSR3 CENPM CEP120 CEP350 CEP63 CERT1 CFAP43 CHAC1 CHCT1 CHMP7 CHORDC1 CLIP1 CLTC CNIH1 CNPY2-AS1 COASY COG6 COL17A1 COPA COPS4 COPZ1 COQ10B CPSF2 CPSF3 CRY1 CS CSE1L-DT CSRNP2 CYB5D1 DAP3 DAXX DCAF7 DDIAS DDIT4 DDX17 DDX21 DDX41 DENND4A DENND5B-AS1 DENR DEPDC1B DEPDC4 DET1 DHRS1 DHX16 DIAPH1 DIAPH1-AS1 DIMT1 DISP2 DMXL1 DMXL1-DT DNAAF3 DNAJB12 DNAJC2 DNAJC9-AS1 DNMBP DPP9 DUS4L DUSP6 DVL2 DYNC2I1 EARS2 ECE2 ECSIT EFCAB6 EHBP1 EHD4 EHF EIF2B4 EIF2D ELMOD3 EMC10 ENC1 ENO1 ENO1-AS1 ENPP3 ENSG00000170846 ENSG00000239137 ENSG00000266401 ENTPD4 ENTPD4-DT EPCAM ERCC5 ESYT1 EXO1 EXOSC9 EYA3 FAF2 FAHD1 FAM114A2 FAM131B-AS2 FAM200C FAM76A FASTK FAU FBRS FBXO33 FCHO2 FCHO2-DT FDFT1 FDPS FENDRR FIBP FKBP14 FMNL2 FOXN2 FUT11 FUZ GABPB1 GABPB1-AS1 GANC GAPDH GARIN5A GCHFR GCN1 GFM2 GGA1 GGPS1 GHDC GID8 GIT2 GLYCTK GOLGA5 GPALPP1 GPNMB GPR89A GRHL3 GRHL3-AS1 GRK6 GTF2A1 GTF2A1-AS1 GTF2H4 GTF2IRD1P1 H1-4 H4C1 HAGH HECTD3 HECW2-AS1 HELLS HIBADH HIKESHI HIRIP3 HNRNPA1 HNRNPA2B1 HNRNPM HOMER1 HSD11B1L HYAL2 IFRD1 IL6ST ILF2 INKA1 INO80E INPP1 INTS2 IP6K2 IPO11 ITFG2 ITFG2-AS1 ITGB1 ITGB1-DT ITGB1BP1 ITPRIP KANSL1 KCNIP2-AS1 KCTD21 KIFBP KNL1 KPNB1 KPNB1-DT KPTN KRI1 LARS2 LGR6 LIMA1 LIN37 LIN7C LINC00938 LINC01623 LINC02454 LINC02482 LINC02585 LINC02739 LMAN2 LPCAT3 LRRC1 LRRC41 LSM11 LSR LZTR1 MACROD1 MAIP1 MAML1 MAN2C1 MAP3K11 MAPK6 MAPK6-DT MAPKBP1 MARCHF3 MARF1 MATR3 MAZ MBP MBTD1 MDH1 MDH2 MDM2 MED20 MED23 MFAP3 MGRN1 MICOS13 MINDY2 MINDY2-DT MIR22HG MIR3141 MIR3677HG MIR3913-1 MIR4512 MIR4521 MIR4734 MIR5091 MIR933 MITD1 MLKL MLST8 MMAB MPHOSPH9 MPLKIP MRFAP1 MRPL13 MRPL30 MRPL36 MRPL47 MRPL49 MRPS16 MRPS31 MTBP MTHFS MTRFR MVK NAA15 NAA38 NADK2 NAPA-AS1 NARS2 NASP NBPF25P NCLN NCSTN NDUFAF1 NDUFB1 NDUFB2 NDUFB2-AS1 NDUFB5 NDUFC1 NEK8 NFX1 NIF3L1 NOP9 NSA2 NUB1 NUDT3 NUFIP1 OASL OAZ2 ODR4 OGA OTUB2 OTUD7B PAFAH2 PARP6 PCBP1 PCBP1-AS1 PCBP2 PCDH1 PCNX3 PDCD10 PDE12 PDE4D PDF PDP2 PHF14 PIGO PIGO-AS1 PISD PIWIL2 PLAC8 PLEKHA8 PLOD3 POC1B POGLUT1 POLG2 POLK POLR2H POLR2M PPIL3 PPOX PPP6R2 PPRC1 PRCP PRKCI PRMT9 PRPF4 PRR13 PRR13P5 PSMA5 PSMC2 PSMG4 PSPC1 RAB11A RAB14 RAB28 RAB4B RAB4B-EGLN2 RABGEF1 RALBP1 RALY RANBP2 RAP1GDS1 RAPGEFL1 RBM26 RBM3 RBM47 RETSAT REV3L REXO4 RIC8B RILPL2 RIMKLB RIMOC1 RIOX1 RN7SL181P RNASEH2C RNF10 RNF145 RNF216 RNPS1 RNU5A-1 RNU6-2 RNVU1-22 RNVU1-4 RPL24 RPL3 RPL36 RPL7L1P8 RPL7P30 RPS29P16 RPS3 RSL24D1 RSPH3 RTF1 RTN4 SAMD4B SCARNA16 SCYL2 SDR39U1 SEC14L1 SEC31A SECISBP2L SEH1L SELENOW SEMA4B SEPTIN7 SEPTIN7-DT SERINC4 SERPINB1 SERPINI1 SETD1A SFSWAP SH3RF2 SIDT1 SIL1 SINHCAF SLC16A1-AS1 SLC16A13 SLC25A51 SLC28A2-AS1 SLC30A10 SLC35F2 SLC39A10 SLC41A2 SLC4A1AP SLC50A1 SLC9A1 SMAD6 SMARCAL1 SMIM2-AS1 SMPDL3B SNAPC5 SNHG12 SNHG20 SNORA16A SNORD15A SNORD43 SNUPN SNX17 SNX30 SNX30-DT SOS1 SPATS2L SPNS1 SPRED2 SPRY4 SPRYD4 SQSTM1 SRA1 SREBF2 SRI SRSF4 SSBP2 STK11IP STYXL1 SUGCT SUGP2 SUPT7L SYPL1 TADA3 TANK TARS2 TBC1D17 TBC1D22B TBC1D30 TBL1XR1 TBX3 TCEA1 TCF12 TDRKH TDRKH-AS1 TEDC1 TEX2 THAP2 TIGD2 TLCD1 TLN1 TM2D1 TM9SF4 TMED10 TMED2 TMED7 TMED7-TICAM2 TMEM106B TMEM144 TMEM14A TMEM170A TMEM217 TMEM223 TMEM259 TMEM39A TMEM87A TNPO3 TOB1 TOMM22 TOMM22-DT TPI1P2 TPR TRAF3IP2-AS1 TRAJ7 TRAP1 TRIM32 TRMO TRMT10C TSACC TSPAN1 TSPAN31 TUBA1B TUBA1B-AS1 TULP3 TXN2 TXNDC12 TXNDC15 TYW5 UBE2B UBE2I UBFD1 UBP1 UBXN2A UQCC6 UQCRH UROD USE1 USP32 USP35 UTP18 UTP25 VAMP1 VARS2 VILL VPS4B VTRNA1-2 WDPCP WDR36 WDR55 WDR82 WDR83 WDR83OS WDSUB1 WWP2 XRCC2 YARS2 YY1AP1 ZAR1L ZBED5 ZBED5-AS1 ZC3H10 ZER1 ZFC3H1 ZFYVE19 ZMYM4 ZNF12 ZNF207 ZNF280D ZNF446 ZNF490 ZNF687 ZNF747 ZNF747-DT ZNF770 ZNF786 ZNHIT1 ZYX FOXJ2_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FOXJ2_TARGET_GENES AACS ACTR3C ACYP1 ADAT2 ADGRG1 ADTRP AKNA AKT1S1 ALDH1A2 ALDOA ALG1L13P ANKRD42 ANKRD42-DT AP2S1 AQP10 ARG2 ARHGAP25 ARHGAP4 ARID4A ARID4B ARL4A ARMC2 ARMC3 ARMH4 ARRDC3 ARRDC3-AS1 ASB3 ASB7 ASTE1 ATP13A4 ATP6V0D2 ATXN7L3B AZI2 BABAM1 BCO2 BDP1 BMAL1 BRMS1 BSG BSG-AS1 C17orf100 C19orf44 C2CD2L C2orf50 C2orf73 C4orf47 C5AR1 CABIN1 CALR3 CAMK2D CASP9 CATIP CBLL1 CBX5 CBX8 CBY1 CC2D2A CCDC157 CCDC174 CCDC191 CCDC40 CCDC91 CDH23 CDK12 CDKL1 CENPBD2P CENPF CENPH CETN2 CFAP107 CFAP126 CFAP141 CFAP210 CFAP276 CFAP298 CFAP298-TCP10L CFAP43 CFAP45 CFAP54 CFAP58 CFAP58-DT CFAP69 CFAP99 CFDP1 CHRNA7 CHST11 CIC CITED2 CLCN3 CLGN CLMP CLPB CMTM6 CNIH2 CNNM3 COPE COPS2 CPN2 CREB5 CREBL2 CRIP2 CRISP1 CRPPA-AS1 CRTC2 CSF1 CTU1 CYB5R4 CYTH2 DAZAP1 DCAF6 DDX23 DDX3X DDX49 DHX40 DHX8 DIS3 DNAAF6 DNAH7 DNAI3 DNAI4 DNAI7 DNAJC16 DNAL4 DNALI1 DRC3 DRC7 DSE DSTYK DTWD1 DUS3L DUSP10 DUSP16 DYNC1I2 DYNLT1 DYNLT4 DYRK1A DYRK1B DYRK2 DYRK3 ECT2 EEF1A1P23 EFCAB11 EFCAB2 EFHB EFHC1 EFHC2 EFHD2 EFHD2-AS1 EHD1 EIF2D ELAPOR1 EMC3 ENSG00000230615 ENSG00000232995 ENSG00000250803 ENSG00000267732 ENY2 EPHB6 ERCC1 ERG28 ERICH6 ERICH6-AS1 ERLEC1 ESYT1 ETFRF1 ETV1 EVI5 FAAP20 FAM13A FAM185A FAM227A FAM227B FAM229B FAM76A FAM81B FAM8A1 FBXO32 FEM1A FGGY FGR FHL1 FLJ42969 FMR1 FMR1-AS1 FOSB FOXJ1 FOXO6 FPGT FPGT-TNNI3K FUZ GABARAPL1 GAL3ST4 GALK2 GART GDF15 GEMIN6 GET1 GET3 GGPS1 GIHCG GNAS GNL1 GOLGA5 GOLGB1 GRK4 GSE1 GTF2IRD1P1 H4C8 HBP1 HECTD1 HIBADH HIPK1 HM13 HMBOX1 HMGB1P33 HNRNPF HNRNPUL1 HSF1 HSP90B1 HTR5A IDS IFRD2 IFT122 IFT20 IGHV3-35 IK IL5RA ILF3 ILF3-DT ING3 INTS1 INTS9 IPO13 IQCG IQGAP2 IRF2BPL ISYNA1 JMJD1C JUND KAZN KCND2 KCNRG KIF27 KIF9 KIZ KLF13 KLF2 KLF2-DT KLF4 KLHL18 KLHL23 KLHL24 KNCN KPNA6 KRT8 L3MBTL2 LACTB2-AS1 LAMTOR2 LCORL LEMD2 LINC00630 LINC00970 LINC01126 LINC01220 LINC01275 LINC01539 LINC01610 LINC01876 LINC02246 LINC02265 LINC02288 LINC02369 LINC02418 LINC02532 LINC02577 LINC02734 LINC02863 LINS1 LMNA LRGUK LRRC23 LRRC27 LRRC71 LRRC74B LRRIQ3 LUCAT1 LYPLA2 MAFK MAK MAML3 MAP4K3 MAPRE3 MARCHF8 MAST3-AS1 MBD4 MBOAT4 MBTPS1 MBTPS1-DT MBTPS2 MDH1 MED25 MED31 MFSD4B MFSD4B-DT MIER1 MINDY1 MIR132 MIR3188 MIR3189 MIR4259 MIR4290HG MIR4766 MIR7-3 MIR7-3HG MKRN3 MLF1 MLF1-DT MLLT1 MLXIPL MNS1 MOK MPC2 MPND MRPL24 MRPS14 MRPS21 MTX1 MVB12A MYADM MYL3 MZF1 NAA20 NBAS NCOA5 NCOR2 NDRG4 NDUFA2 NDUFAF4P1 NEK11 NFATC2 NFE2 NFIA NKAP NKAPP1 NLK NOD2 NOP14 NPIPB2 NR4A2 NRM NRP2 NRP2-AS1 NSDHL NSFL1C NUBPL NUBPL-DT NUDCD1 NUDT13 NUF2 NUP62CL NUPR1 OAZ2 ODF3L1 OPA1 OSR2 OTOS OTUD5 P2RX6P P4HB PACRG PANK4 PBX1-AS1 PCAT6 PCGF5 PCSK6 PCSK6-AS1 PDE4C PDK4-AS1 PER1 PES1 PEX3 PFDN6 PHB1P1 PHF8 PHKG1 PHOSPHO2 PIBF1 PIFO PIGL PIK3CA PIK3CA-DT PIK3R2 PIM1 PIP4P1 PLEKHF2 PMFBP1 PPAN PPAN-P2RY11 PPIL6 PPOX PPP1R12C PPP1R15A PPP1R15B PPP1R3E PPP2R3C PQBP1 PRECSIT PRKN PRMT5-AS1 PRORP PRR3 PRUNE1 PSMA3-AS1 PSTPIP2 PTCH1 QTRT2 RABGAP1L RARA RASSF4 RBM23 RBM45 RERE RFC5 RFX1 RFX2 RFX3 RFX3-DT RGL2 RGS5 RIBC1 RMND5A RN7SL632P RN7SL813P RNA5SP473 RNA5SP60 RNF157-AS1 RNU5E-1 RNU6-107P RNU6-218P RPGR RPL17P41 RPL35A RPL36AP19 RPRD1B RPS17P7 RPS6KA5 RRM2B RRP12 RSPH4A RSRC1 SAMSN1-AS1 SARAF SDHC SELENOKP1 SELENOP SETD5 SF3A1 SF3B5 SFR1 SIAE SIK3 SIRT1 SLC16A1 SLC22A11 SLC25A14 SLC38A2 SLC44A1 SLC6A12 SMC1A SMPD2 SNHG27 SNRPE SNX29 SPA17 SPAG1 SPAG8 SPINK4 SPNS1 SRFBP1 SRSF7 SSBP1 ST18 ST7 STAG2 STAP2 STAT6 STAU2 STK32C STRA6 STRIP1 STXBP5-AS1 SUMO3 SUN1 SUN2 SYNE2 TACO1 TAGLN2 TAPBP TARS1 TARS1-DT TBC1D16 TBC1D17 TBL1X TCEA2 TCEANC TCP11L2 TDP1 TEKT1 TENT5C TENT5C-DT TFAM TFAP4 TGIF1 THADA THBS3 TIMM17B TIMM44 TIPARP TLCD3B TMED10 TMEM115 TMEM139 TMEM212 TMEM67 TNFAIP1 TOM1L2 TOR1A TOR2A TPPP3 TRAM1 TREX1 TSPYL1 TTC26 TTC41P TTC7B-AS1 TTLL5 TUBB4B TUBE1 TUFT1 TXNDC11 TXNIP UACA UBE2O UBE2Z UBL7 UBL7-DT UBQLN4 UBXN10 UBXN11 UFSP2 UPRT USP2 USP2-AS1 USP49 VPS26BP1 VRK3 VTA1 VTRNA1-2 WBP1 WBP2 WDPCP WDR46 WDR77 WEE2-AS1 WHRN XPC-AS1 YBX3 YIPF4 YJU2 YLPM1 YTHDC1 YWHAE ZBBX ZBTB20-AS5 ZC2HC1C ZC3H10 ZCWPW2 ZDHHC1 ZDHHC14 ZFP36L1 ZFP36L2 ZFR ZFYVE28 ZMYND10 ZNF131 ZNF165 ZNF3 ZNF324 ZNF350 ZNF37BP ZNF395 ZNF440 ZNF473 ZNF474 ZNF487 ZNF497 ZNF510 ZNF511 ZNF584 ZNF585A ZNF585B ZNF837 ZSCAN18 ZSCAN31 ZSWIM8 FOXN3_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FOXN3_TARGET_GENES AAAS AAMP AANAT AATK ABCD3 ABHD12 ABI2 ACACB ACD ACE ACOX3 ACOXL ACSF3 ACTR2 ACTR3 ACTR3C ACTR6 ACTRT3 ACVR2A ADA ADAD2 ADAM17 ADAM23 ADCY3 ADCY4 ADGB ADGB-DT ADGRA1-AS1 ADGRG1 ADI1 ADISSP ADNP ADPRM AFG1L AGBL2 AGBL5 AGBL5-AS1 AGPAT1 AGRP AGXT AHI1 AHI1-DT AHSA2P AIG1 AKAP1 AKAP1-DT ALG1 ALG11 ALG1L10P ALKBH8 ALMS1 ALPI ALS2 AMBRA1 AMFR ANAPC1 ANAPC7 ANG ANKEF1 ANKRD13D ANKRD36 ANKRD40 ANKRD42 ANKRD42-DT ANP32A ANTKMT ANXA2R AOPEP AP1S3 APIP APOB AQR ARFGAP1 ARFGEF2 ARHGAP40 ARHGAP5 ARHGAP5-AS1 ARHGDIA ARHGEF1 ARHGEF40 ARID1B ARIH2 ARL4A ARL4C ARMC10 ARMC2 ARMC3 ARMC5 ARMCX2 ARPC1A ASPHD1 ASTE1 ASXL1 ATF7IP2 ATG16L1 ATG4B ATG9A ATIC ATOH8 ATP13A2 ATP5ME ATP5PDP1 ATP6V0A4 ATP6V0C ATP6V0D1-DT ATP6V1C2 ATP6V1G1P5 ATP7B ATP9A ATRAID ATXN2L ATXN7L1 AUTS2 B3GALT4 B3GNT2 B3GNT7 B9D1 BABAM2 BAD BAHCC1 BAIAP2 BATF3 BBIP1 BBS5 BCAS1 BCL2L1 BCL6B BFSP1 BHLHE41 BLOC1S3 BMP7 BOK BOLA3-DT BRCA1 BRD2 BTBD3 BTRC C11orf97 C12orf76 C14orf119 C16orf46 C16orf46-DT C16orf95-DT C1DP2 C1QTNF1-AS1 C1orf109 C1orf159 C20orf144 C20orf96 C21orf62-AS1 C2CD4A C2orf15 C2orf42 C2orf68 C2orf72 C2orf73 C2orf92 C4orf17 C4orf47 C6orf120 C6orf136 CABIN1 CACNA1G CACNA1G-AS1 CACNB1 CACNB4 CACNG6 CAMTA2 CAP2 CAPS2 CARHSP1 CARMIL2 CARMIL3 CARS2 CASC2 CASC3 CASP9 CBFA2T2 CBFA2T3 CBX1 CCDC102A CCDC103 CCDC113 CCDC121 CCDC148 CCDC157 CCDC191 CCDC30 CCDC39-AS1 CCDC40 CCDC57 CCDC91 CCDC96 CCM2L CCNB2 CCND3 CCND3P1 CCNO CCNO-DT CCS CCT7 CD22 CD68 CDC20B CDC25B CDC37 CDCA8 CDH11 CDH13-AS2 CDH24 CDK5 CDR2 CDR2-DT CDSN CDT1 CEACAM1 CEACAMP2 CELA3B CENPX CEP112 CEP120 CEP126 CEP131 CEP250 CEP41 CEP43 CEP97 CFAP126 CFAP144 CFAP206 CFAP210 CFAP221 CFAP43 CFAP44 CFAP52 CFAP53 CFAP54 CFAP58 CFAP58-DT CFAP61 CFAP65 CFAP69 CFAP99 CFLAR CHD2 CHGB CHID1 CHKA-DT CHMP1A CHMP3 CHPF CHRAC1 CHST10 CIRBP CKAP2L CKLF CKLF-CMTM1 CLBA1 CLK3 CLTB CNEP1R1 CNGA4 CNOT6 CNOT8 CNTD1 COA3 COG7 COL18A1-AS1 COL6A1 COL9A3 COPS7B COQ4 COX11 COX4I2 COX6A1P2 CPAMD8 CPNE1 CPNE5 CREB1 CREBL2 CRIM1 CRIM1-DT CRMA CRNKL1 CRYBB2 CRYM CSNK2A1 CST8 CTCF-DT CUL3 CUL7 CXADR CXCL6 CXXC1 CYB561 CYBRD1 CYP26B1 DAB1 DCAF13 DCBLD1 DCDC2 DCDC2C DCLK2 DCP1B DCTN1 DDX11L17 DDX19B DDX3X DDX54 DENND6B DGKD DHRS4-AS1 DHX32 DHX57 DICER1-AS1 DIDO1 DIPK1A DIS3L2 DLGAP4 DLGAP4-AS1 DLL1 DLX4 DM1-AS DNAAF1 DNAAF11 DNAAF4 DNAAF4-CCPG1 DNAAF5 DNAAF6 DNAH10 DNAH3 DNAH7 DNAH9 DNAJA2 DNAJA2-DT DNAJC16 DNAJC25 DNAJC25-GNG10 DNAL1 DNPEP DNPEP-AS1 DNTTIP1 DOCK6 DPM1 DPP7 DPP8 DPY19L1 DPY19L2 DPY19L2P3 DRC3 DSTN DTNB DTX2 DUS1L DVL1 DYNC1I2 DYNC2H1 DYNC2I1 DYNLL1 DYNLL2 DYNLL2-DT DYNLRB1 DYRK3 DYRK3-AS1 DZANK1 E2F4 EAPP EARS2 EBF4 ECEL1P2 EEF1A2 EEF1E1 EFCAB10 EFCAB11 EFCAB12 EFHC1 EFL1 EFTUD2 EGLN3 EHHADH EIF1 EIF2AK3-DT EIF2B4 EIF3I EIF6 EIPR1 ELMOD2 EMC3 EMC9 ENDOV ENO3 ENPP3 ENPP4 ENSG00000226172 ENSG00000259881 ENSG00000267665 ENSG00000273523 ENSG00000282936 ENTPD6 ENTPD7 EPAS1 EPB41L1 EPN3 ERCC1 ERFE ERG28 ESRP2 ESYT2 ETV7 EVA1C EXD3 EXOC3L4 EXOC7 EXOSC6 EYA2 EZH1 FAAP100 FADS6 FAM110A FAM120B FAM151B FAM151B-DT FAM161A FAM172A FAM174A FAM174A-DT FAM174C FAM177A1 FAM182B FAM187A FAM217B FAM222A FAM230C FAM230E FAM234A FAM83C-AS1 FAM83H FAM86GP FAM90A1 FANK1 FARS2 FASN FAT1 FAT3 FBF1 FBLN7 FBRS FBXL13 FBXO15 FBXO2 FBXO36 FBXO41 FBXO44 FBXW9 FERMT1 FGF11 FGL1 FHAD1 FHIP1B FHL2 FHOD1 FKBP10 FKBPL FLII FLT3 FLVCR2 FLYWCH2 FNBP1 FNDC11 FOLH1 FOSB FOSL2 FOXA2 FOXF2 FOXG1 FOXJ1 FOXN3 FRMD3-AS1 FRZB FTCDNL1 FUCA2 FZD5 GAD1 GALNS GALT GCC2-AS1 GDF5 GEMIN2 GFOD1 GGA2 GGCTP1 GGCX GGT1 GJC1 GLI2 GLRX5 GLS GLT8D1 GMDS-DT GMNN GMPR2 GNAO1 GNAO1-DT GNB1L GOLM2 GON7 GOSR2-DT GPATCH2 GPD2 GPN1 GPR137 GPR35 GPR85 GPRC5B GPRC5C GRB2 GRHL1 GRINA GSAP GSN GSPT1 GSTA4 GSTP1 GSTZ1 GTF2E2 GTF3C1 GZF1 H2AC15 H3P37 H4C1 HAAO HACD2 HAPSTR1 HCG17 HCG18 HCG25 HDAC4 HDAC4-AS1 HECTD1 HELZ HELZ2 HENMT1 HERPUD1 HES4 HEXD HEXIM1 HGS HID1 HIRA HIRIP3 HLA-DMA HLA-J HLF HM13 HMGN3 HMMR HNF4G HNRNPF HNRNPUL1 HOXB6 HOXD8 HOXD9 HPN HPS1 HS3ST1 HSBP1 HSD17B1 HSDL1 HSP90AB1 HSPA12B HSPA1B HSPA4L HSPB6 HYMAI ID1 IFI35 IFT140 IFT52 IFT74 IFT74-AS1 IFT88 IGKV1OR2-3 IL18R1 IL1F10 IL20RA IL34 IL4R IL5 ING1 INO80B INO80E INTS12 INTU IPO4 IQANK1 IQCE IQCG IQCK ISG15 ITGA3 ITGB1BP1 ITGB3BP ITGB4 ITPRIPL2 ITSN2 JAG2 JAGN1 JMJD1C JPT1 JSRP1 JUND JUP KANSL1 KANSL1-AS1 KANSL1L KAT14 KATNAL1 KATNIP KCNAB2 KCNB1 KCNIP4 KCNJ1 KCNMB3 KCNQ1OT1 KCNQ2 KCNS1 KCTD2 KDM3A KDM8 KIAA0753 KIAA0825 KIAA1191P2 KIAA1671 KIF17 KIF23 KIF23-AS1 KIF3C KIF6 KIF9 KIFC3 KLF4 KLHL18 KLHL23 KNOP1 KPNA1 KRT23 KRT8P51 KRTAP9-6 LAMA5 LAMC1 LASP1 LBX1 LCAT LGALS3BP LIMD2 LIME1 LIMS2 LINC00114 LINC00205 LINC00426 LINC00511 LINC00639 LINC00658 LINC00708 LINC01087 LINC01153 LINC01191 LINC01220 LINC01229 LINC01237 LINC01388 LINC01833 LINC01934 LINC01964 LINC02193 LINC02313 LINC02521 LINC02564 LINC02572 LINC02934 LINC02970 LINC02978 LINC02980 LIPT1 LITAF LLGL2 LMCD1 LMLN LNC-LBCS LNMICC LNPEP LNPK LOC124906195 LPIN3 LRBA LRFN5 LRGUK LRP10 LRP5 LRP6 LRRC27 LRRC37A5P LRRC43 LRRC45 LRRC46 LRRFIP1 LTA LTBP3 LURAP1L LYPLA2P2 LYRM4 LZTS3 MAFTRR MAIP1 MAN2C1 MAP3K13 MAP3K14 MAP4K4 MAPK14 MARCHF10 MARCHF10-DT MARCKSL1P2 MAST4 MAST4-AS1 MAT2A MATCAP1 MATN4 MBD3 MBTPS1 MBTPS1-DT MCEE MCF2L2 MCRIP1 MDH1 MDM1 MECOM MED23 MEIG1 METTL5 METTL9 MFF MFF-DT MFSD2B MFSD4B MFSD4B-DT MFSD9 MGAT4A MGC16275 MGME1 MHENCR MICA MID1IP1 MIDN MIPEP MIPEPP3 MIR1-1HG MIR1302-3 MIR149 MIR193BHG MIR208B MIR219A1 MIR221 MIR3132 MIR3188 MIR339 MIR3678 MIR3939 MIR3972 MIR409 MIR4425 MIR4466 MIR4470 MIR449C MIR4664 MIR4690 MIR4730 MIR541 MIR6081 MIR6784 MIR6810 MIR6819 MIR7854 MIR933 MITD1 MKS1 MLF1 MLF1-DT MLLT10 MLLT3 MLLT6 MNS1 MOCS3 MOK MON2 MORN2 MPC1 MPHOSPH10 MPHOSPH6 MPHOSPH6-DT MRC2 MRGBP MROH2A MROH8 MRPL10 MRPL18 MRPL30 MRPL33 MRPL40 MRPS2 MRPS27 MSL1 MT-TP MT1JP MT2A MTF2 MTLN MTX1 MUC2 MUC3A MUC6 MUCL3 MUL1 MVD MYADM MYBL2 MYCBP MYH9 MYLK-AS1 MYO15B MYO1B MZF1 NAA20 NAGPA NAPB NAV3 NCOA5 NCR1 NDE1 NDRG2 NDRG3 NDRG4 NDUFAF6 NECAB3 NEDD8 NEIL1 NEK10 NEK11 NEK4 NELFA NELFCD NEURL3 NFATC3 NFATC4 NFE2L1 NFS1 NFU1 NKAIN2 NLN NMUR1 NOL7 NOP56 NOTUM NPAS2 NPAS3 NPHP1 NR2F1 NRAV NRBP1 NRL NRP1 NRP2 NRSN2 NRSN2-AS1 NT5C NT5DC1 NTSR1 NUBPL NUBPL-DT NUDCD2 NUDT2 NUDT22 NUP153 NUP62CL NUP85 OAZ1 OBSL1 ODF2 OGFOD3 OGFR OPTN OR2B8P ORAI2 ORC2 ORC6 OSCP1 OTUD7A OXGR1 P3H2 P3H2-AS1 P3H4 P4HB PACRGL PAGR1 PAK1 PAK5 PANK2 PANK2-AS1 PANX1 PAQR9 PAQR9-AS1 PARD3B PARD6A PARD6B PARP10 PASK PAXBP1 PBX2P1 PCBP1-AS1 PCDHA5 PCIF1 PCK2 PCMTD2 PCTP PDCD6 PDCD6-DT PDE4A PDE4DIPP8 PDE6D PDE6G PDGFB PDHX PDXDC1 PECAM1 PEPD PER2 PET117 PEX11A PEX12 PEX5 PFN1 PFN1P6 PGM1 PGM5P2 PGPEP1 PGS1 PHETA2 PHF1 PHF3 PHKA2 PHLDB1 PHOSPHO2 PIERCE1 PIEZO1 PIFO PIGFP3 PIGG PIGU PIK3R1 PIK3R5 PITPNM3 PITRM1 PJVK PKD1L2 PKD1P4 PKDCC PKIG PKP2 PKP4 PLAGL1 PLB1 PLCD3 PLCL1 PLEKHG4 PLEKHH2 PLEKHM3 PLLP PNMT POGK POLD3 POLE4 POLG2 POLR1H POLR1HASP POLR2A POLR3F POMT2 POTEH PPDPF PPHLN1 PPM1B-DT PPM1E PPM1G PPP1R12A PPP1R16A PPP1R16B PPP1R27 PPP1R2P10 PPP1R42 PPP1R7 PPP1R9B PPP3R1 PPP4R4 PRADC1 PRC1 PRCD PRDM5 PREX1 PRKAR1A PRKCA PRKCD PRKD1 PRKD3 PRKD3-DT PRKRA PRMT5 PRMT5-DT PROM2 PRORSD1P PRPSAP1 PRR29 PRRT2 PRSS12 PRSS36 PRSS56 PRUNE2 PSAP PSMB5 PSMC3IP PSMD10 PSME1 PSMF1 PTGES3L PTGES3L-AARSD1 PTMA PTP4A1 PTPN12 PTPN18 PTPN4 PTPRA PTPRH PTPRN PTRH1 PUM2 PXDN PYCARD PYDC1 PYGB QRICH2 QRSL1 QTRT2 R3HDM4 RAB11FIP2 RAB37 RAB40B RAB40C RAB5C RABGGTA RABL2A RABL2B RAD23A RAD50 RAET1L RALB RALGAPA1 RAMP1 RAMP2 RAMP2-AS1 RANBP10 RANBP2 RASIP1 RAVER2 RBFOX3 RBKS RBM12B RBM12B-DT RBM15-AS1 RBM23 RBM24 RBM33-DT RBM39 RBMS1 RC3H2 RCAN2 RCAN2-DT RCOR3 REC8 REM1 REXO1 RFC5 RGS17 RGS22 RHBDF2 RHOQP3 RIIAD1 RING1 RIPK2 RIPK2-DT RIPOR3 RN7SKP152 RN7SL652P RNA5SP248 RNA5SP335 RNA5SP452 RNA5SP473 RNA5SP528 RNASE11 RNASE4 RNASEL RNF111 RNF139 RNF157-AS1 RNF175 RNF213-AS1 RNPEPL1 RNU1-54P RNU4-61P RNU6-1059P RNU6-7 RNU6-921P ROCK2 ROMO1 ROPN1L ROPN1L-AS1 RPL13 RPL23 RPL23AP7 RPL23AP82 RPL35A RPN2 RPP38 RPS20P5 RPS3AP1 RPTOR RRAGC-DT RRAS2 RRBP1 RSPH1 RSPH1-DT RSPH14 RSPH9 RTEL1-TNFRSF6B RTF2 RTKN RTL10 RTN4IP1 RUBCNL RUFY4 RUNDC1 SALL2 SAMD10 SAMD12 SAMD14 SANBR SARDH SAXO2 SCARNA13 SCLY SCN4A SCO1 SCRIB SCUBE3 SDC1 SDHAF4 SDHC SEC23A SEC23A-AS1 SEC23B SEC31B SEH1L SEMA4C SEMA4F SEPSECS SEPSECS-AS1 SEPTIN10 SEPTIN9 SEZ6L2 SF3A1 SFT2D1 SGCA SGK1 SH2D6 SHOC2 SHOX2 SHQ1 SIDT2 SIGMAR1 SIK3 SIM2 SIN3A SIPA1L3 SIRT3 SIRT5 SIX5 SKIDA1 SLC11A1 SLC16A14 SLC17A9 SLC1A4 SLC2A10 SLC2A4RG SLC35F3 SLC40A1 SLC43A2 SLC4A11 SLC4A2 SLC4A7 SLC5A6 SLC66A3 SLC7A6 SLC7A6OS SLC7A8 SLC8A1 SLC9A3R1-AS1 SLC9A5 SLF1 SMARCD2 SMC5-DT SMG1P1 SMG1P3 SMIM10L2B-AS1 SMPD1 SMPDL3A SMYD5 SNAI3-AS1 SND1 SNED1-AS1 SNHG10 SNHG11 SNHG16 SNHG25 SNORA21 SNORA50C SNORA71D SNORC SNORD104 SNORD1C SNORD68 SNRNP40 SNRPB2 SNRPF SNRPF-DT SNRPN SNURF SNX29 SNX3 SOCS1 SOGA1 SORD SOWAHC SOX12 SOX5 SOX9-AS1 SP110 SPACA9 SPAG16 SPAG16-DT SPAG4 SPAST SPATA17 SPATA2 SPATA20 SPATA33 SPATA4 SPATS2L SPCS1 SPECC1 SPECC1-DT SPEF1 SPEF2 SPEG SPESP1 SPG7 SPHK1 SPOPL-DT SPPL2A SPRED1 SPRED2 SPTAN1 SPTBN1 SRMP1 SRMS SRP14P3 SRP54 SRPRB SRRM2 SSB STAT5B STK11IP STK25 STK32C STMP1 STRBP STT3B STX8 STXBP4 STXBP6 SUFU SUPT20H SUPT5H SYCP2 SYNGAP1 SYNGAP1-AS1 SYNPO2 SYS1-DBNDD2 TADA2B TAF4 TAF4B TAP2 TARID TASP1 TAT-AS1 TBC1D10B TBC1D16 TBC1D8 TBC1D8-AS1 TBPL1 TBXT TCEA2 TCF21 TCFL5 TCP1 TCP11 TCTE1 TCTN1 TDP1 TDRD3 TEKT3 TENT4B TEPP TFAP2C TGIF2 TGIF2-RAB5IF TGM1 THAP4 THBS3 THBS4 THNSL2 THOP1 TIMM21 TIMP2 TK2 TLCD3B TLE3 TLK1 TM7SF2 TMBIM1 TMBIM6 TMC6 TMC8 TMEM101 TMEM107 TMEM131 TMEM14B TMEM14B-DT TMEM177 TMEM198 TMEM219 TMEM225B TMEM232 TMEM234 TMEM39B TMEM40 TMEM67 TMEM74B TMX4-AS1 TNRC6A TNRC6C TOM1L2 TOMM7 TOP1 TOP2B TOR2A TOX3 TP53INP2 TP53RK-DT TP53TG3GP TP73-AS3 TPBGL-AS1 TPTE TRAF3IP1 TRAPPC12 TRAPPC2L TRAPPC6A TRAV28 TRAV4 TRBV7-3 TRDMT1 TRIB2 TRIM15 TRIM39 TRIM47 TRIM65 TRIP12 TRMT11 TRMT12 TRPC6 TRPT1 TRUB2 TSGA10 TSNAXIP1 TSPY26P TTC12 TTC12-DT TTC16 TTC26 TTC4 TTC7A TTC8 TTF1 TTLL1 TTLL10 TTLL4 TTLL5 TTLL6 TTLL9 TTYH2 TUBD1 TULP2 TXNDC17 TYR TYW5 U2AF2 U2SURP UAP1 UAP1-DT UBE2C UBE2O UBN2 UBR7 UBXN11 UBXN2A UBXN2B UCHL1-DT UHRF1BP1L-DT UQCC1 UQCC6 USP2 USP2-AS1 USP24 USP30 USP34 USP34-DT USP36 USP39 USP40 USP6NL UTRN UVRAG-DT VAPA VAX2 VEGFB VPS16 VPS25 WARS1 WASHC3 WASHC4 WBP1 WBP2 WDCP WDPCP WDR25 WDR27 WDR45B WDR4P2 WDR59 WDR90 WDR93 WFDC3 WHAMMP2 WHRN WNT3 WTAP XPO1 XRCC5 XRN2 YPEL5 YTHDF1 YWHAE ZBBX ZBTB9 ZC3H12D ZC3H18 ZC3H6 ZCCHC17 ZCRB1 ZDHHC1 ZDHHC7 ZFAND2B ZFHX2-AS1 ZFP64 ZFYVE28 ZGPAT ZMYM3 ZNF19 ZNF197-AS1 ZNF217 ZNF22-AS1 ZNF23 ZNF266 ZNF316 ZNF324 ZNF367 ZNF382 ZNF396 ZNF414 ZNF430 ZNF439 ZNF444P1 ZNF460 ZNF460-AS1 ZNF487 ZNF490 ZNF497 ZNF503-AS2 ZNF529 ZNF544 ZNF653 ZNF721 ZNF747-DT ZNF750 ZNF839 ZNF84 ZNF862 ZNHIT2 ZNRF2P2 ZPBP2 ZSWIM3 FOXO4_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FOXO4_TARGET_GENES ABHD12 ABHD2 ADGRF3 ADIPOR2 AHCYL1 AIMP1 AJUBA AJUBA-DT ALAS1 ANKRD17 ANTXR2 AP3S1 APOLD1 ARMT1 ASB3 ASNS ATF2 ATF6B ATP13A1 ATP5MF ATP5MF-PTCD1 B9D1 BAZ2B BCAN-AS2 BCLAF1 BLOC1S2 BRAF BRD4 BSDC1 BTBD19 C12orf76 C19orf38 C2orf49 C2orf49-DT CABP1 CAPRIN1 CATSPERG CBR4-DT CCDC144NL-AS1 CCDC77 CCND2 CCT2 CD27-AS1 CDC14A CDK4 CDKL3 CENPS CENPS-CORT CEP70 CHAC1 CHTOP CIC CKLF CKLF-CMTM1 CKS2 CLIP1 CLSTN1 CNNM4 CNTNAP2 COPG1 COPZ1 COQ10B CREB3L4 CTDSPL2 CTDSPL2-DT CYB561D2 DEPDC4 DHRS7B DHX34 DHX8 DLAT DNAJC14 DNASE1 DPM1 DPY30 DSN1 DYNLT4 DYRK2 EBAG9 EED EEF1AKMT3 EHMT2 EIF3D EIPR1 EMC3 EMC3-AS1 EME1 ENKUR ENSA ENSG00000258572 EPM2A-DT EPM2AIP1 ERCC1 ERICH6-AS1 ERLEC1 ERLIN2 ERP29 ESRP2 ETV6 FAM234A FASN FBXL12 FBXL19 FBXO30 FBXO33 FDFT1 FEM1A FGGY FKBP2 FNTB FOXK2 FPGS GABPB1 GABPB1-AS1 GALE GALK2 GCC1 GDF15 GEMIN2 GIPR GNRHR2 GOLGA3 GRM8 H2AC8 HARS1 HARS2 HBP1 HMGB2 HNRNPA0 HOXA10-AS HOXA11-AS HSD3B7 HSDL2 HSPA5-DT IBTK IGF2BP3 IP6K2 IPO8 IST1 ITSN1 JUND KATNB1 KLHL28 KLHL8 KMT5C KRT7 KRT8 LARP4 LARS1 LASP1 LIMA1 LINC00431 LINC00941 LINC01392 LINC01954 LINC02026 LINC02331 LMNA LPXN LRRC31 LRRC46 LTBR MANF MAP1S MAP2K7 MAP3K11 MARCKSL1P1 MBD6 MCCC1 MCPH1-AS1 MEA1 METTL1 MGAT2 MIR141 MIR148A MIR194-2HG MIR200C MIR200CHG MIR3913-1 MIR616 MIR933 MIRLET7IHG MITD1 MLF2 MLH1 MOCS3 MOV10 MPV17L2 MRPL27 MRPL30 MRPL33 MRPL51 MRPL54 MRPS10 MRPS22 MRPS28 MSL2 MSMO1 MZT1 NAA38 NACA NAP1L5 NCAPD2 NCBP2 NCBP2AS2 NCOR2 NDUFS4 NDUFV3 NEAT1 NEDD4L NME1 NME1-NME2 NOTCH3 NPRL2 NR1D1 NT5C2 NT5C3A NUP42 ODR4 PALLD PARP10 PARP2 PCDH1 PCNX3 PDE4A PEX11B PFKL PGGT1B PIGN PISD PITPNM1 PITRM1 PKIB PLBD1 PLOD3 POC5 POLR1A POLR1B POP7 PPIA PPIL2 PPP2R3C PPP4R3B PPP4R3B-DT PPP6R2 PRDX5 PRMT2 PRMT5 PRMT5-DT PRORP PRPF38B PRR11 PSMA2 PSMD7 PSMD7-DT PTCD1 PTCD3 PTMA PTPRO PURB RAB11A RAB30 RAB30-DT RACK1 RALY RAPGEF6 RDM1 RELCH RMND1 RN7SL346P RNU1-134P RNU5E-1 RPL37 RPL7P30 RPPH1 RPS13 RPS19BP1 RPS3A RPS6 SAMM50 SCRN3 SCYL2 SDHD SDR39U1 SEC31A SECISBP2L SELENOI SERF2 SERINC1 SH3BP1 SH3RF2 SIK3 SKA2 SLC12A9 SLC25A21 SLC25A23 SLC28A2-AS1 SLC35A5 SLFN5 SNHG1 SNHG15 SNHG17 SNHG21 SNORA9 SNORD25 SNORD26 SNORD95 SNX33 SOCS5 SP1 SPRED2 SRP54 SRP54-AS1 SRSF1 SSBP1 STARD5 SUB1 TAPBPL TARS1 TARS1-DT TBL3 TBP THAP7 THAP7-AS1 THAP9 THAP9-AS1 THNSL1 THOC6 TK2 TMC3-AS1 TMCO1 TMED1 TMEM18 TMEM198B TMEM201 TMEM253 TMEM267 TNFRSF10A TNFRSF10A-DT TNFRSF1A TNK2 TNPO3 TOGARAM1 TPI1P2 TPM1-AS TPR TRIB1 TRIM11 TRIM31 TSEN2 TTC30A TWNK UBAP1 UBAP2L UBE2Z UBL5 UBQLN1 UNC5B-AS1 UPF1 USP53 VCP WASL WDR54 WDR59 WDR75 WEE2-AS1 ZBED5 ZBED5-AS1 ZBTB1 ZBTB45 ZFHX3-AS1 ZFP91 ZFP91-CNTF ZMAT5 ZNF395 ZNF398 ZNF440 ZNF563 ZNF628 ZNF646 ZNF668 ZNF770 ZNF821 ZNHIT1 ZSCAN29 ZSCAN5A ZSCAN5A-AS1 FOXQ1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FOXQ1_TARGET_GENES ANKMY2 ANKRD13A ARPC4 ARPC4-TTLL3 BCCIP BCL6 BZW2 COMMD6 CPSF2 DNAAF3 EED EIF3B ENSG00000239137 FAM53C HEXIM1 HYAL2 KCNIP2-AS1 MRPL46 MRPS11 MYL12A NDUFB1 NOCT OGA PAFAH1B3 PMVK POLR1G PPP1R13L PRKCI SIRT4 SMC3 SNX8 STK35 SYVN1 TADA3 TAF15 UQCRC2 UROS WASF2 WRAP53 FOXR2_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FOXR2_TARGET_GENES ABCF1 ADPRM ADSL AHSA1 ANKRD54 APPL2 ARFIP2 ATP13A1 BABAM1 BANF1 BUD31 C19orf53 C1orf122 CARS1 CCDC47 CCDC71 CCDC9 CD2BP2 CD2BP2-DT CDC45 CHERP CNIH3 COG8 CWC22 DBNL DDX21 DDX42 DHX30 DHX8 DNAAF5 DPM2 DUS3L EEF1A1 EIF1AD EIF2A EIF2B1 EIF2S3 EIF3D EIF3I EIF3L EIF3M EIF4A1 EME1 ENSG00000230021 ENSG00000233223 ENSG00000261840 ERH EXOSC4 FADS2 FAM230G FBXL19 FBXW11 FEN1 FKBP1A FTSJ3 GCN1 GOSR2 GOSR2-DT GPR137 GTF2H3 GTPBP4 HIGD2A HM13 IER2 IMPACT ING4 IPPK ISG20L2 ITPA KANSL1 KCTD5 KLRG1 KTI12 LARS1 LINC01424 LUC7L LYPLA2 M6PR MCMBP MCTS2 MED15 MED18 METTL25B MIEF1 MIR4519 MIR4754 MIR762HG MRPL20 MRPL24 MRPL27 MRPL43 MRPS23 MRPS26 MT-CO1 MT-ND1 MT-ND3 MT-ND4 MT-ND4L MT-RNR2 MT-TG MT-TL1 MT-TP MT-TQ MT-TR MT-TW MTCO3P12 MTCYBP18 MTHFD1L MTND4P24 MTND5P10 MTND5P11 MTND6P4 NBPF1 NDUFB9 NELFE NIP7 NOP16 NR1H2 NSUN6 NTHL1 NUP35 P4HB PCBP1 PCBP1-AS1 PDAP1 PEX26 PGK1 PHF23 PIDD1 PNKP POLR1B POLR3C PPAN PPAN-P2RY11 PRDX5 PRPF6 PRSS30P PSMC5 PSMD9 RACK1 RANBP1 RNF115 RNU6-1 RPL27 RPL32 RPL34 RPL34-DT RPL6 RPL8 RPLP2 RPS14 RPS16 RPS17 RPS18 RPS21 RPS21-DT RPS25 RPS27 RPS5 RPS6 RSL1D1 RSL1D1-DT RSL24D1 S100PBP SAMD10 SASS6 SCARNA16 SCO1 SEC14L1 SEC23IP SECISBP2 SERBP1 SERP1 SFSWAP SH2B1 SKIC2 SLC35E1 SLC39A9 SLFN11 SMUG1 SNHG17 SNHG20 SNHG21 SNORD105 SNORD95 SRGAP3 SRP54 SRP54-AS1 SRSF1 SSR2 STX10 STX4 SUPT4H1 SUPT5H SURF6 TAF12 TAF12-DT TATDN1 TCOF1 THOC5 THUMPD3 TIMM10B TIMMDC1 TIMMDC1-DT TMEM234 TMEM258 TRAPPC4 TRIM16 TRMT112 TRMT13 TRMT2A TSC2 TSR1 TWNK TXLNA UBAC1 UBE2G2 UBXN8 UFD1 UQCC4 USF1 UTP11 UTP3 VIPAS39 VPS52 WDR18 WDR26 YARS1 YKT6 YRDC ZNF202 ZNF384 ZNF707 ZNF815P FXR1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FXR1_TARGET_GENES AAR2 AARS2 ABCA7 ABCB9 ABHD1 ABHD18 ABITRAM ABRAXAS1 ACAD10 ACADVL ACAP2 ACAT2 ACCS ACIN1 ACOX2 ACOX3 ACTR3 ACTR6 ADAM9 ADAT1 ADCY9 ADD1 ADIG ADNP AFF1 AGK AGK-DT AHCTF1 AIFM1 AKAP8 AKTIP ALDOA ALDOC ALG1 ALG5 ALKBH3 ALKBH5 ALOX12-AS1 AMDHD2 AMH AMN ANAPC2 ANAPC5 ANKDD1B ANKRD13D ANKRD54 ANKZF1 ANTKMT AP1G1 AP2A2 AP2M1 AP3B1 AP3S2 AP4E1 APAF1 APBB2 APEX1 ARFGAP1 ARFGEF2 ARFRP1 ARHGAP4 ARHGAP44 ARHGAP45 ARHGDIA ARID1A ARID1B ARL2BP ARL6IP6 ARPC2 ARRDC1-AS1 ARX ASB16 ASB3 ASMTL-AS1 ASPHD1 ATAD3B ATAT1 ATF3 ATF7-NPFF ATF7IP ATG14 ATG9A ATMIN ATN1 ATP2A1 ATP2A1-AS1 ATP5F1E ATP8B3 ATPAF1 ATRIP ATXN10 ATXN2L ATXN7L3 AVIL B3GALT4 B3GNT8 B4GALT2 B4GALT7 BAALC-AS1 BAG5 BBS1 BCL9 BCRP8 BGLAP BICD2 BMI1 BMS1P4 BMS1P4-AGAP5 BNIP3L BPNT1 BPTF BRAP BRCA2 BRD3OS BRF2 BSCL2 C11orf71 C15orf40 C1GALT1 C1QBP C1orf109 C21orf62-AS1 C21orf91 C4orf46 C6orf136 C8G C8orf33 C8orf76 C9orf163 CAAP1 CACNG6 CALM3 CALR CANX CAPN12 CAPN15 CAPNS1 CAPS2 CARS2 CASKIN2 CASP2 CASP6 CASZ1 CCAR2 CCDC66 CCNA2 CCNC CCND1 CCNDBP1 CCNF CD151 CD55 CD9 CDC37L1 CDC37L1-DT CDC42BPB CDC42EP3 CDC6 CDK11A CDK6 CDKL3 CDKN2AIPNL CDR2 CDR2-DT CDYL CDYL-AS1 CENPA CENPN-AS1 CENPS CENPS-CORT CENPU CFAP119 CHAC2 CHCHD1 CHD8 CHMP2A CHMP6 CHRAC1 CIC CIRBP CISD1 CITED1 CLASP2 CLDN7 CLK3 CLN3 CLP1 CLUAP1 CMTR1 CNIH2 CNIH4 CNOT8 COA5 COA8 COG7 COMMD2 COMT COPB1 COQ7 COQ7-DT COQ8A CORO1B CORO2A COX16 COX18 COX20 COX7A2 COX8A CPEB3 CPSF1 CRAMP1 CREB3L4 CRELD1 CRK CRTC2 CSE1L-DT CSPG5 CSRNP2 CTNNAL1 CTNS CTNS-AS1 CTSA CTSB CTXN1 CUL9 CWC25 CWC27 CWF19L1 CXorf38 CYBA CYC1 CYP2D6 CYTH2 DAB2IP DAGLA DAZAP2 DBIL5P DBNDD2 DBNL DBP DCAKD DCK DCTN3 DDAH2 DDIT3 DDRGK1 DDX24 DDX55 DDX56 DDX59 DEAF1 DENND6B DERA DGAT1 DGKH DHCR7 DHPS DHRS1 DHRS11 DHRS13 DMAC2 DMAP1 DMKN DMPK DNAAF5 DNAH2 DNAJA3 DNAJB14 DNAJC11 DNMT3A DONSON DPCD DPH7 DPM2 DPY19L2P3 DPY19L3 DPY19L3-DT DPY19L4 DRG2 DTD1 DZANK1 E2F6 EBF4 ECE1 EDEM1 EDN1 EEF1AKMT1 EFCAB2 EFEMP2 EFNA4 EFNA4-EFNA3 EHMT1 EIF2D EIF3G EIF5 EIPR1 ELK1 ELK4 ELL3 ELMO3 ELP1 ELP2 EMD EML2 EMX1 ENSG00000176593 ENSG00000232995 ENSG00000261840 ENSG00000271551 ENTPD6 ENTREP3 EPHX1 EPN1 EPRS1 EPS15 ERCC2 ERCC5 ESYT1 ETFDH EVA1B EXOSC6 EXOSC8 EXT2 F11R FAAH FAHD1 FAM118B FAM131A FAM133B FAM149B1 FAM168B FAM174C FAM193B FAM193B-DT FAM200A FAM50A FAM53B FARP2 FBRS FBXL5 FBXO16 FBXO4 FBXW5 FBXW9 FDX2 FEM1A FGFR4 FICD FKBP2 FKRP FOXA3 FOXM1 FOXP1 FPR1 FRMD5 FRS3 FTSJ3 FUT10 FUZ FZD6 G2E3 GALC GARNL3 GAS2 GATA5 GATB GATC GBA1 GCLC GDF9 GDI1 GEMIN4 GEN1 GGN GLCCI1 GLI1 GLIPR1-AS1 GLMP GLT8D1 GLUD1P3 GMCL1 GMEB2 GMPPB GNAI2 GNPTG GOLM2 GPAA1 GPBAR1 GPC4 GPI GPR137B GPR137C GPR35 GPR89B GPS2 GPX3 GRAMD2A GRHL1 GRWD1 GSK3A GSTCD GSTO2 GSTZ1 GTF2A2 GTF2H2C GTF3C5 GTPBP4 GTSE1 GTSE1-DT GZMM H1-5 H2AC11 H2AC14 H2AC6 H2AC8 H2BC11 H2BC13 H2BC18 H2BC4 H2BC5 H3-3B H3C7 HAGH HAX1 HCG25 HDDC3 HELQ HEXA HEXA-AS1 HEXD HIRA HIVEP1 HJURP HMBS HMCES HMGB3P22 HMGXB3 HNRNPAB HNRNPL HOOK2 HSD11B1L HSD17B8 HSPA6 HTT-AS HUWE1 HYI HYI-AS1 HYPK IARS2 IBA57 IBA57-DT IFT122 IFTAP IGHMBP2 IKBIP IKBKE IL10RB IL10RB-DT IL11RA IL17RC IMMP1L IMPA1 IMPDH1 INO80C INO80E INPP5K INPPL1 INTS10 INTS12 INTS4 IQANK1 IRF7 IRF9 IRGQ IRS3P IZUMO1 JMJD4 JPT2 KANSL1L KANSL3 KAZALD1 KCNC3 KCTD15 KCTD5 KDM1A KDSR KIAA1522 KIF16B KIFBP KLHDC2 KLHDC9 KMT2D KMT5A KPTN KRBA2 KRT15 KRTCAP3 KSR1 LAMA5 LAMB2 LAMP1 LAMTOR1 LAMTOR3 LANCL2 LARGE2 LARS2 LBHD1 LENEP LHX3 LIF LIN37 LINC00235 LINC00449 LINC00630 LINC00888 LINC01232 LINC01465 LINC01719 LINC01730 LINC01775 LINC02453 LINC02809 LINC02934 LINC02939 LNPEP LRATD2 LRIG3 LRR1 LRRC1 LRRC14 LRRC46 LRRC7 LRRC73 LRRFIP2 LSM14B LSM5 LSR LTBP3 LTBP4 LTO1 LUC7L2 LZTR1 MAD1L1 MADD MAF1 MAML3 MAMSTR MAN1A2 MAN2B1 MAP3K11 MAP4K2 MAPK1IP1L MARVELD2 MAT2B MAZ MBD4 MDFI MED26 MED29 MEMO1 METRN METTL15 METTL2B MFAP3L MFSD10 MFSD3 MFSD9 MGAT1 MICA MICOS13 MINCR MIR1238 MIR130AHG MIR141 MIR150 MIR200C MIR200CHG MIR3190 MIR3195 MIR4482 MIR4512 MIR4664 MIR4727 MIR5695 MIR9-1HG MIRLET7I MIS18A MKKS MLLT3 MLPH MLX MMP24OS MNT MOB4 MORC2-AS1 MORN1 MPHOSPH8 MPI MPV17 MRI1 MRNIP MRPL10 MRPL11 MRPL12 MRPL21 MRPL28 MRPL3 MRPL38 MRPL40 MRPL44 MRPL46 MRPL53 MRPS11 MRPS18C MRPS26 MRPS27 MRPS31P5 MSLNL MSMP MSTO2P MTERF1 MTERF4 MTFR1L MTFR2 MTHFS MTRF1L MTSS2 MTX1 MUC1 MVP MVP-DT MXD1 MXD3 MXI1 MXRA7 MYCBP2 MYCL MYG1 MYL12A MYL6 MYL6B-AS1 MYLK3 NAA10 NAA60 NAB2 NADSYN1 NAGPA NAP1L1 NAPA-AS1 NAPRT NCOA5 NDUFA4 NDUFA6-DT NDUFAF1 NDUFC1 NDUFV3 NECAB3 NECAP1 NECAP2 NECTIN2 NEIL1 NELFA NEMP1 NEU1 NEURL2 NFATC2IP-AS1 NFATC3 NFATC4 NFIC NHEJ1 NKAP NME2 NMT1 NOL12 NOL3 NOL4L NOLC1 NOM1 NOP14-AS1 NOP16 NOP2 NOP9 NOTUM NOXO1 NPAS3 NPL NPLOC4 NR2F1-AS1 NR2F2 NR4A1 NREP NRG4 NRGN NSFL1C NSUN7 NUDT3 NUF2 NUMA1 NUP210L NUP85 OGFOD2 OGFOD3 ORAI3 OSGEP OSGIN1 OTULINL PA2G4 PACS2 PADI1 PAFAH1B2 PAIP1 PALLD PAM PAQR4 PAQR6 PARP12 PAWR PAXBP1 PCDH9 PCED1A PCGF5 PCK2 PCYT2 PDAP1 PDE8A PEX10 PFDN2 PFDN5 PGAM2 PGBD2 PGD PHF1 PHF12 PHLDB1 PHLDB3 PHPT1 PHYHD1 PIGB PIGBOS1 PIGM PIGO PIGQ PIGV PIK3R2 PIP4K2B PIPOX PKMYT1 PKN3 PLA2G10DP PLAC9 PLCH1 PLEKHA8 PLEKHG4 PLK1 PLLP PLS1 PLXNB1 PMF1 PMF1-BGLAP PMM1 PNKP PNMA1 POLD1 POLDIP3 POLG2 POLR2A POLR2C POLR2J4 POLR3F POLR3K POM121C POMGNT2 POMT2 POMZP3 POP5 PPFIA3 PPIL2 PPM1M PPP1R13L PPP1R15B PPP1R37 PPP4C PPP5D1P PPP6C PPP6R1 PRAF2 PRDM15 PRDX5 PRKACA PRKAR1B PRKAR2A PRKAR2A-AS1 PRKCA PRMT5-AS1 PRPF40A PRPF40B PRR7 PRR7-AS1 PSEN1 PSMA7 PSMB4 PSMC5 PSMD14 PSMD14-DT PSMD6 PSTK PSTPIP1 PTDSS2 PTEN PTOV1 PTOV1-AS1 PUSL1 PYCARD-AS1 PYCR1-AS1 PYGO2 QARS1 RAB11A RAB27A RABGAP1 RABIF RAE1 RAI14 RALGDS RALGPS2 RANBP9 RAP2A RAP2B RARA RARS1 RASGEF1B RASIP1 RASL11A RB1 RB1-DT RBM15B RBM23 RBM28 RBM34 RBM42 RBM45 RBPJ RCC1 RCL1 RDH13 RECQL4 RER1 REST RFFL RGL2 RGS5 RHOF RHOT2 RIN1 RING1 RIT1 RN7SKP175 RNA5S12 RNA5SP115 RNASEH2A RNASEK RNASEK-C17orf49 RNF114 RNF32 RNF32-DT RNF40 RNU5A-1 RNU6-1 RNU6-1251P RNU7-27P RPL13 RPL36 RPL36AL RPL39P40 RPP30 RPS29 RPS5 RPS6 RPS6KL1 RPS7 RPTOR RPUSD4 RREB1 RRP15 RRP36 RRP7A RRP7BP RTBDN RTN4RL2 SAC3D1 SAE1 SAMD8 SAP18 SART1 SCAMP1 SCRIB SCYL3 SDAD1P1 SDHAP4 SEC13 SEC1P SEC24C SEC31A SELENOH SELENOO SEMA3A SEMA3B SEMA6A SEPHS1 SEPSECS SEPSECS-AS1 SEPTIN1 SERINC4 SESN2 SEZ6L2 SF3A3 SF3B6 SGMS1 SGMS1-AS1 SGSM3 SH3BGRL2 SH3BP2 SH3D21 SH3GL1 SHARPIN SHPK SHQ1 SIGIRR SIN3A SIPA1 SIPA1L3 SIX5 SKIL SKP1 SLBP SLC12A6 SLC1A5 SLC25A15 SLC25A22 SLC25A25-AS1 SLC35A3 SLC35A5 SLC35B1 SLC35B2 SLC35E3 SLC35F6 SLC39A2 SLC39A6 SLC4A11 SLC4A8 SLC4A8-AS1 SLC50A1 SLC9A2 SLC9A3-AS1 SLCO4A1 SLCO4A1-AS1 SLX4IP SMARCD2 SMC6 SMG1P2 SMG1P3 SMG8 SMIM26 SMTN SMURF1 SMYD3 SNAP47 SNAPC5 SNHG30 SNORA14B SNORC SNORD27 SNORD68 SNRNP25 SNRNP48 SNRPC SNRPE SNTB2 SNX16 SNX19 SNX3 SOCS2 SOCS4 SPACA6 SPAG4 SPCS2 SPDYE1-AS1 SPEF1 SPRED2 SPRED3 SRCAP SREBF2 SREK1IP1 SRM SRRM5 SRRT SRSF6 SS18L1 SSBP2 SSNA1 STEEP1 STRN4 STUB1 STX6 SUCLA2 SUCLA2-AS1 SUGT1P3 SUMF1 SUMF2 SUMO2 SUPT20H SUPT4H1 SUPV3L1 SUSD2 SUSD4 SUZ12P1 SYCE2 SYMPK SYT7 SYTL1 TACC1 TACO1 TAF10 TAF12 TAF12-DT TAF2 TAF4 TAFA2 TALDO1 TAMM41 TAOK2 TBC1D10A TBX6 TCIRG1 TENT5A TES TEX22 TEX38 TFAM TFEB THAP3 THBS3 THOC1 THOC1-DT TIGD6 TIMM13 TJP3 TM2D2 TM2D3 TM9SF2 TMC4 TMEM139-AS1 TMEM144 TMEM147 TMEM147-AS1 TMEM14B TMEM14B-DT TMEM168 TMEM179B TMEM182 TMEM191C TMEM201 TMEM242 TMEM242-DT TMEM267 TMEM268 TNFRSF10D TNFRSF19 TNPO2 TOMM20 TOP3B TOR4A TP53BP2 TP53TG5 TPRN TRABD TRAPPC14 TRAPPC4 TRAPPC9 TRIAP1 TRIM47 TRIM65 TRIP11 TRIP6 TRMT112 TRMT61A TRMT61A-DT TRNAU1AP TSEN54 TSFM TSN TSPAN10 TSR3 TSTD1 TTC27 TTC33 TTLL3 TTYH1 TULP4 TUT7 TXN2 TXNDC15 TXNDC16 TYSND1 UBC UBE2C UBE2Z UBE3C UBL4A UBR3 UBTF UBXN2A UCK1 UHMK1 UNC119 UNC45A UNC50 UNC93B1 UPK3B UQCC3 UQCC4 USF1 USP15 USP19 USP3 VARS2 VCPKMT VDAC2 VEZF1 VIRMA VIRMA-DT VPS11 VPS11-DT VPS16 VPS39 VPS39-DT VPS4A VPS50 VRK3 WDHD1 WDR4 WDR55 WDR5B WDR5B-DT WDR70 WDR73 WDR81 WDR83 WDR83OS WDR87 WWOX WWP1 XKR8 XRRA1 XXYLT1 XYLT2 YPEL4 ZAR1L ZBTB11 ZBTB4 ZBTB42 ZBTB45 ZBTB46-AS2 ZC3H10 ZC3H3 ZC3H4 ZDHHC2 ZFAND2B ZFAS1 ZFP90 ZFTRAF1 ZGPAT ZHX1 ZHX1-C8orf76 ZKSCAN3 ZMAT2 ZNF17 ZNF181 ZNF211 ZNF213 ZNF213-AS1 ZNF225 ZNF3 ZNF321P ZNF410 ZNF462 ZNF473 ZNF510 ZNF513 ZNF527 ZNF544 ZNF552 ZNF576 ZNF579 ZNF586 ZNF587 ZNF587B ZNF606 ZNF607 ZNF609 ZNF615 ZNF623 ZNF653 ZNF692 ZNF696 ZNF764 ZNF768 ZNF77 ZNF8 ZNF8-DT ZNF8-ERVK3-1 ZNF814 ZNF839 ZNF875 ZNRF2P2 ZNRF3-AS1 ZRANB2-AS1 ZRSR2 ZSCAN16 ZSCAN16-AS1 ZSWIM8 GLI1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GLI1_TARGET_GENES ABCC8 ABCG1 ACE ACKR2 ACLY ACP2 ACSS2 ACTN4 ADAM22 ADCY7 ADGRG4 AEN AFP AGBL5 AGBL5-AS1 AGR2 AHCY AHCYP8 AKAP8L AKAP9 AKT2 AKTIP ALDH1A2 ALOX12P2 AMFR AMIGO2 AMN1 AMPD3 AMPH ANXA11 APOA4 APOOP1 ARHGEF1 ARHGEF10 ARMCX3-AS1 ARRB1 ARTN ASAP3 ASNS ATAD2 ATF7 ATF7IP ATM ATOSA ATP10B ATP11B ATP11B-DT ATP2B1 ATP6V0C AVIL B3GNT7 BANK1 BANP BCL2L14 BCL2L15 BDP1 BICDL2 BIRC2 BLM BMERB1 BPTF BRD7P4 BRWD1 BUD31 C18orf15 C19orf47 C19orf67 C1S C1orf131 C2CD2 C3orf49P1 C4orf46P2 C9orf64 CA5B CACNA1A CACNA1D CADM4 CALCOCO2 CANX CAPS CARS2 CASP8 CBARP CC2D1B CCDC141 CCDC144BP CCDC192 CCHCR1 CCL19 CD200R1L CD81 CDC123 CDC16 CDC42 CDC42BPA CDH1 CDIPT CELF1 CENPK CEP164 CEP85L CES2 CFAP221 CFB CHERP CHRM3-AS2 CLDN34 CLN8 CMC4 CNOT8 CNPY1 CNTN2 CNTNAP5 COG5 COL14A1 COL4A1 COPS5 CPA1 CPEB1 CPLANE1 CPP CPT1A CRIM1 CROT CRX CSF2RBP1 CTBP2 CYP3A43 DAP3P2 DCAF17 DCAKD DCN DDR1 DDX11 DDX56 DEGS1 DGAT1 DHTKD1 DIO2 DLEC1 DLEU7 DMXL2 DNM1L DPH2 DTNBP1 DUT DVL2 DYNC1LI2 EBNA1BP2 EDDM3A EDEM3 EFR3B EHBP1L1 EHF EIF2AK1 EIF4A1 EIF4A2 ELP5 EML2 EML6 ENSG00000226097 ENSG00000239153 ENSG00000259582 EPB41L1 EPHB6 EPN2 EPS15L1 ERC2 ERCC1 ERCC5 ESRRA ETV5-AS1 ETV6 F13A1 FAM106A FAM172A FAM193A FAM228A FAXDC2 FBXL12 FEZ2 FGFR1 FLG-AS1 FLNA FLT1 FNBP1 FOLH1 FXYD1 GABPAP GABRP GALK1 GAPDHP25 GARNL3 GATM GAU1 GBF1 GCLC GCLM GGA2 GGA3 GJC1 GLRX GMFB GNA11 GNRH1 GPBAR1 GPCPD1 GPR82 GPX3 GRAMD1C GRIN2B GRIPAP1 GRM5 GSG1L2 HDAC6 HDDC2 HECTD3 HIBCH HMGN2P36 HMGN2P46 HNF1A-AS1 HNRNPA1 HRG-AS1 HSD17B4 HSH2D HSPA12A IFNE IFT20 IFT46 IGHMBP2 IGLVV-66 IL36G IPO7 IPO8P1 IQSEC3 ITGB8 ITIH1 JAML KANK2 KBTBD4 KCNAB2 KCNB1 KCTD1 KCTD17 KDM1A KHNYN KIF6 KLF5 KRIT1 KRT18 KRT82 KRT8P21 KRTAP16-1 KRTAP6-1 LCN9 LDHAL6B LDLR LETMD1 LINC00106 LINC00578 LINC00664 LINC00710 LINC01179 LINC01270 LINC01359 LINC01392 LINC01393 LINC01588 LINC01772 LINC01893 LINC02005 LINC02028 LINC02035 LINC02108 LINC02198 LINC02275 LINC02279 LINC02394 LINC02427 LINC02583 LINC02620 LINC02646 LINC02720 LINC02837 LINC02889 LMLN-AS1 LMNB1 LNCHR1 LOH12CR2 LPAR6 LRP8 LRRC30 MAGI2 MALAT1 MAP3K10 MAP3K12 MARCHF11-AS1 MAST2 MCF2L-AS1 MCTP2 MECOM MED14 MELTF-AS1 METTL21AP1 METTL5P3 MGAT4EP MIA3 MICALL2 MIR3663HG MIR3945 MIR4437 MIR5591 MIR8059 MIR8066 MLF2 MLLT3 MMP24OS MOK MPP3 MRM2 MRPL21 MRRFP1 MSH2 MT1X MTCP1 MTIF3 MTND3P7 MTND4LP10 MTURN MYLK-AS2 MYOZ3 NADSYN1 NANOGNBP3 NAP1L4 NAPA NARF-IT1 NCAM1 NDRG1 NDUFS3 NDUFV3 NGFR-AS1 NIPA2 NLRP2 NMT1 NOP58 NPY5R NR1H3 NRAS NRDC NREP NSFL1C NUDT8 OR10K1 OR10Y1P OR13K1P OR4A47 OR4R1P OR7A10 P3H3 P3R3URF P3R3URF-PIK3R3 PA2G4 PACRG-AS3 PACS1 PARP2 PBX1 PDAP1 PDSS1P2 PEMT PEPD PIK3R1 PILRA PIM2 PKD1L2 PKP3 PLAT PLB1 PLD2 PLEKHA7 PLSCR2 PMP22 PODNL1 POGLUT1 POLE4 POLR1A POU2F3 PPARA PPIAP68 PPP1R12C PRC1 PRG3 PRR5L PSMB3P2 PSMD11 PSMF1 PTPRO PTPRU PUS7 PVRIG QARS1 RABGGTB RB1 RBFOX1 RBM19 RBM39 RBP1 RDH13 REG4 RETREG1 RFXANK RHEB RMDN3 RMND1 RN7SKP14 RN7SL465P RNA5SP301 RNA5SP326 RNA5SP329 RNA5SP356 RNASET2 RNF217 RNU1-23P RNU4-2 RNU6-1 RNU6-1301P RNU6-1305P RNU6-15P RNU6-243P RNU6-259P RNU6-314P RNU6-494P RNU6-516P RNU6-543P RNU6-769P RNU6-798P RNU7-74P RNVU1-22 RPA3 RPEP4 RPH3AL RPL17P43 RPL19P2 RPL21P132 RPL23AP61 RPL23AP76 RPL28 RPL30P7 RPL35AP36 RPL36P20 RPL7AP15 RPL7L1P8 RPL7P30 RPS17P11 RPS26P52 RPS29P10 RPS2P6 RPS5 RSU1 RTF1 RUNX3 RWDD2A RYR3 S100A13 S100A16 S100A7A SAMSN1 SART1 SASH1 SATB1 SBNO2 SCARNA2 SCGB2B3P SCO1 SDCCAG8 SDS SELENOP SEMA3C SEMA5B SEPTIN7P11 SERPINB9P1 SETD6 SGSM1 SH3D19 SH3GL2 SIRPD SKIC3 SLC13A3 SLC16A2 SLC22A17 SLC23A4P SLC25A11 SLC35E3 SLC4A5 SLC7A3 SLC8A1-AS1 SMARCA2 SMARCD3 SND1 SNHG17 SNORA11C SNORA33 SNORA48 SNORA63 SNORA63B SNORA81 SNORD100 SNORD45A SNORD45C SNORD49A SNRPA1 SNX25 SOX10 SPATA7 SPG11 SPOCK1 SPRY1 SPTAN1 SPX SQLE SQSTM1 SRI SRSF11 SSUH2 STAP2 STARD13-AS STAT6 STIMATE SUMO2P21 SUMO2P8 SYP TAF13 TANC2 TANK TBC1D28 TBCK TBL1XR1 TBX4 TCAF1 TCF4 TCIRG1 TCTN3 TECR TEMN3-AS1 TFRC THADA THNSL2 THUMPD3-AS1 TIMM8BP1 TM7SF3 TMCC3 TMEM259 TMPRSS13 TMPRSS4 TMX4 TNFRSF25 TNK2 TNS1 TNS2 TOP1MT TOX4 TPRX1 TRAF3IP2-AS1 TRAV34 TRBV14 TRBV20OR9-2 TRBV30 TREM1 TREML4 TRIM13 TRIM22 TRIM33 TRIM39 TRIM39-RPP21 TRIO TSC22D1-AS1 TSHZ2 TSPAN18 TSPAN33 TSSC4 TTC7A TUBB8P6 TUBG1P TXK UBAP2L UBBP4 UBE2C UBE2F UBL5 UBR4 ULK4 UMPS UNKL UPP1 UROD USP25 USP35 WDFY3 WDR4 WEE2-AS1 WHAMM WT1-AS XPNPEP1 XPO1 XRN1 XXYLT1 YDJC YIPF5 YWHAZP4 ZBBX ZBED5 ZDHHC7 ZFAND6 ZFAND6P1 ZFPM2 ZNF329 ZNF335 ZNF385C ZNF414 ZNF507 ZNF516 ZNF574 ZNF778 ZNF90P3 GLI3_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GLI3_TARGET_GENES AARSD1 AATF ABALON ABHD16A ACAD9 ACADVL ACLY ACOT8 ACOX3 ACTG1P25 ACTMAP ACTN1 ADAP2 ADGRG6 ADGRV1 ADPRHL1 ADRM1 AFF4-DT AIFM1 AIMP1 AK6 AKAP11 AKAP9 ALDH18A1 ALDH1A3-AS1 ALDH2 ANAPC13 ANKLE2 ANKMY2 ANKRA2 ANKRD10 ANKS1A ANXA2 AP1B1 AP1M1 APAF1 APBB2 APRT ARGLU1 ARHGAP27 ARHGEF39 ARL6IP1 ARL6IP6 ATG12 ATIC ATP10B ATP9B AURKB BAP1 BLZF1 BSCL2 BTN2A2 BYSL BZW2 C11orf71 C1GALT1 C1orf131 C1orf210 C2CD4A CAP1 CCDC12 CCDC125 CCDC18-AS1 CCDC28B CCDC34 CCDC61 CCDC7 CCDC91 CCHCR1 CCNI2 CENPK CEP104 CEP164 CEP57L1 CEP63 CEPT1 CERNA3 CETN3 CFDP1 CFL1P1 CHCHD7 CHD1 CHEK1 CHKB CHKB-CPT1B CIC CIPC CISD1 CKAP2 CKAP2-DT CKAP2L CLPB CLRN3 CNNM2 COG5 COL6A4P1 COMMD10 COPS2 COPS4 COX5A CPSF4 CRLS1 CRYZ CSE1L-DT CTC1 CTSH CTTN CTTN-DT CXCL1 CYB561A3 DAPK3 DAXX DCAKD DCP2 DDX23 DDX31 DDX55 DENND5B-AS1 DFFB DGLUCY DHCR24 DHCR24-DT DLG1 DLG4 DNAJC18 DNAJC2 DNM1L DOCK4 DPCD DPM2 DRAM2 DSN1 DTWD1 DTX4 DUS2 DUSP28 DYNC2I1 EBAG9 EDC3 EDEM3 EEF1A1 EEF1B2 EFCAB14 EFCAB15P EFCAB5 EFHD1 EHD1 EIF2AK4 EIF2B2 EIF2D EIF3K ENC1 ENSG00000200288 ENSG00000232995 ENSG00000255647 ENSG00000275765 ENTPD1-AS1 ENTPD7 ENY2 EPB41L4A-AS1 EPB41L5 ERCC1 ERCC6L2 ERCC6L2-AS1 ESYT2 EXOSC3 F12 FAM227B FAM83B FAM98C FANCC FASTK FBXL18 FBXL5 FDXR FIS1 FKBP14 FLJ30679 FMC1 FMC1-LUC7L2 FNTB FOXP4 FUT11 FZD1 G3BP1 G3BP2 GABARAP GALK2 GALNT11 GANC GAS5 GAU1 GCC1 GCHFR GDPD1 GDPGP1 GGA3 GGCX GLCCI1 GLRX GLYCTK GLYCTK-AS1 GMEB1 GMNN GNPAT GOLGA1 GOLGA3 GOLGA5 GPN2 GRB2 GRK6 GSK3B GSK3B-DT GTF2H1 GTF3C4 GZF1 H2AC25 H2BC26 H2BC9 H3-3B H3C6 HARS1 HAUS2 HCFC1R1 HDAC6 HDHD5 HDHD5-AS1 HDLBP HECTD4 HELQ HERC3 HIBCH HIKESHI HMCES HMGB2 HMGB3P22 HMGCR HNF4A HNRNPH1 HNRNPL HNRNPLL HOXB6 HPS5 HSP90AA1 HYAL3 HYKK IARS1 ICE2 IER3 IFT122 IFT52 IFT80 IKBIP IL20RA IL23A IL5 ILF2 ILVBL INTS14 IPMK IPO4 IPP IQCG IRF2BP2 ISCU ITGB1 ITGB1-DT ITGB5 ITPKA ITPRID2 ITPRID2-DT JAG1 KANSL1-AS1 KAZALD1 KCTD2 KCTD5 KCTD7 KHDRBS1 KIF9 KLHDC2 KLHL18 KLHL20 KPTN LARP1 LARS1 LCA5 LCA5L LDHB LIN54 LINC00339 LINC01023 LINC01089 LINC01465 LINC01635 LINC01719 LINC02038 LINC02541 LINC02960 LMLN LRP6 LRRC1 LRRC57 LTO1 LUC7L2 LZIC MADCAM1-AS1 MAGOHB MAIP1 MAN2A2 MAP1A MAP3K14-AS1 MAP3K5 MAP4 MAP4K1 MARCHF3 MATCAP1 MBD4 MCEE MCM8-AS1 MDP1 MED13L MED18 MED19 MED20 MED29 MEPCE METTL17 METTL5 MFN1 MFN2 MFSD4B-DT MGST3 MIEF1 MINDY2 MINDY2-DT MIR3678 MIR4521 MIR4754 MIR6508 MIRLET7I MKLN1 MKLN1-AS MLKL MNX1 MON1B MRE11 MRNIP MRNIP-DT MRPS27 MRPS33 MRPS7 MRRF MTHFSD MUC1 MUTYH MYD88 MYL12A N6AMT1 NAA40 NAA80 NABP2 NADK2 NAP1L1 NAPA-AS1 NCOA3 NCOR1 NCOR2 NDUFA11 NDUFAF4P1 NEDD9 NEURL4 NFE2L2 NFKBIZ NFU1 NFX1 NFYC NKTR NME7 NMI NMNAT1 NMT1 NOCT NOD1 NOSIP NR2F1-AS1 NUBPL NUBPL-DT NUCB2 NUDCD3 NUF2 NUP214 NUP98 NXT1 OBI1 ODF3B OSBPL8 OSR2 OSTC PABIR1 PAICS PAN2 PANK2 PANK2-AS1 PANK3 PATJ PAXIP1-AS2 PCBP1 PCBP1-AS1 PCK2 PCNX4 PCNX4-DT PDE4D PER1 PFAS PGAP2 PHC3 PHF5A PHF7 PIK3C2A PIP4K2B PKP2 PLAC8 PLAG1 PLEKHA8 PLEKHG1 PLOD3 PNPLA3 POLDIP3 POLL POLR1F POLR2I POMT1 POP5 POP7 POU2F1 POU2F1-DT PPAT PPFIBP1 PPIA PPM1B PPM1J PPP1R12A PPP1R3E PPP2R5B PPWD1 PRC1 PRDM1 PRH1 PRKCI PROCA1 PRPF40A PRR12 PRR4 PSAT1 PSMA4 PSMC2 PSMD12 PSMD5 PSMD6 PSMD9 PSME2P3 PSPC1 PTCD1 PTGES3 PTPN11 PTPN23 PTPRA R3HDM2 R3HDM2-DT R3HDML-AS1 RAB11A RAB4B RAB4B-EGLN2 RAD1 RAD17 RAD50 RAD52 RAG1 RALB RALY RAPGEF6 RBM18 RBM27 RBM33 RBM33-DT RBM4 RBM48 RBM7 RCHY1 REEP4 REX1BD RGS5 RHEBL1 RHOF RIMOC1 RLF RN7SL1 RN7SL346P RNF138 RNF32 RNF32-DT RNF7 RNU12 RNU2-2P RNU5D-1 RNU5F-1 RNU6-2 RNU6-7 RNY3 RPA2 RPL13A RPL27A RPL30P11 RPL37 RPS19 RPS20 RPS29 RPS3 RPS5 RPS6KA5 RPS6KB1 RPS8 RPS9 RRM2B RSBN1 RSRC2 RTF1 RUFY2 RXRB SAMD1 SAR1B SART3 SEC14L2 SEC24A SECISBP2 SELENOK SEMA3C SEMA4F SEPTIN2 SEPTIN7 SEPTIN7-DT SESN1 SET SETD4 SETD9 SGO1 SGO1-AS1 SH2B1 SH2B2 SHROOM1 SIDT1 SIK3 SIPA1L3 SKA1 SLAIN2 SLC17A7 SLC24A1 SLC25A45 SLC26A6 SLC2A13 SLC38A1 SLC38A6 SLC39A11 SLC39A7 SLC43A2 SLC50A1 SLC9A3-AS1 SLC9A3R1-AS1 SMARCAD1 SMARCAD1-DT SMC3 SMC4 SMG1 SMG1-DT SMIM27 SMKR1 SMTN SMU1 SNHG16 SNHG29 SNORA13 SNORA3A SNORA73B SNORD13 SNORD15A SNORD1C SNORD46 SNORD49A SNORD49B SNORD54 SNORD55 SNORD65 SNORD72 SNRPA SNRPD1 SNX3 SOAT1 SP2-DT SPATS2L SPINT1 SPINT1-AS1 SPRYD4 SRP14 SRP14-DT SRSF10 SRSF5 ST13 STARD3 STAT2 STC2 STIM2 STIM2-AS1 STK11IP STYXL1 SUCLA2-AS1 SVIP SYPL1 SZRD1 TAF11 TAF12 TAF12-DT TAF1B TAF1C TAF9 TARS1 TARS1-DT TAS2R14 TASP1 TBC1D30 TBCB TBCK TBX6 TCAF1 TCF19 TEC TEFM TGS1 THAP2 THOC6 THOP1 THRB-AS1 THUMPD1 THUMPD3 TICAM1 TIMM13 TIMMDC1 TIMMDC1-DT TIPARP TIPARP-AS1 TLL2 TMBIM4 TMEM123 TMEM123-DT TMEM138 TMEM141 TMEM14B TMEM14B-DT TMEM161B TMEM161B-DT TMEM242-DT TMEM259 TMEM41A TMEM50B TMEM51 TMEM51-AS1 TMEM62 TMEM68 TMEM87A TMEM91 TMX1 TMX2 TNPO2 TNS2-AS1 TOE1 TOPORS TP53BP1 TPRN TRA2A TRA2B TRIM27 TRIM8 TRIM8-DT TRMO TRMT10C TRMT44 TSSC4 TTC41P TTI2 TUBA4A TUBD1 TUFM TUFT1 TXNDC5 TYW5 UBAP1 UBB UBXN2A UBXN4 UBXN8 UFC1 UGP2 UHMK1 UQCRC1 UQCRC2 USF1 USO1 USP1 USP3 UTP15 VAMP8 VMAC VPS13B VPS13B-DT VRK2 WBP1 WDR1 WDR20 WDR27 WDR45 WDR55 WDR5B WDR6 WDR74 WDR75 WDR89 WDSUB1 XPNPEP3 YARS2 YJU2B ZBED4 ZBTB18 ZBTB45 ZFAND1 ZFAND6 ZFC3H1 ZFP36 ZFYVE16 ZMPSTE24 ZMYND8 ZNF12 ZNF133 ZNF271P ZNF282 ZNF35 ZNF354B ZNF384 ZNF460 ZNF688 ZNF789 ZNHIT1 ZNHIT3 ZNRF2 ZRANB3 ZSCAN29 ZSCAN30 GLI4_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GLI4_TARGET_GENES AAR2 ABHD13 ABHD4 ABRAXAS2 ACBD6 ACOT7 ADAP2 ADAT2 ADGRE2 ADGRV1 ADORA2A ADPGK ADPGK-AS1 ADRA1A AFG1L AGAP2 AGBL5 AGBL5-AS1 AGK AGK-DT AHCYL1 AIFM1 AJUBA AJUBA-DT ALDOA ALG10 ALG5 ALKBH3 ANAPC5 ANKRD13B ANKRD13D ANKRD40 ANKS3 ANO8 ANXA2R AP3S2 AP4E1 AP4M1 APOM ARF5 ARHGAP1 ARHGAP45 ARHGEF1 ARHGEF12 ARHGEF16 ARID1A ARID4B ARID5B ARL6IP1 ARPC3 ARPC5L ATF1 ATP13A4 ATP2B4 ATP5MF ATP5MF-PTCD1 ATP6V0E2 ATXN2L ATXN7L3 ATXN7L3-AS1 AURKAIP1 B3GALNT2 B4GALT7 BAG6 BANF1 BANP BAZ2A BCAN-AS2 BCAR3 BCKDHA BIRC2 BMS1 BMS1P4 BMS1P4-AGAP5 BNIP1 BRF2 BRWD1 BRWD1-AS2 C10orf88 C12orf4 C12orf43 C12orf76 C17orf75 C18orf25 C19orf12 C19orf53 C1GALT1C1 C1orf50 C21orf62-AS1 CACNA1A CACNG8 CALM1 CAMKK1 CAPS2 CASC2 CASC3 CASP7 CASTOR3P CCAR2 CCDC107 CCDC137 CCDC167 CCDC59 CCDC77 CCDC88A CCDC97 CCNC CCNG2 CCNI CCNL1 CCT6A CD8A CDC123 CDC16 CDC42SE1 CDC73 CDK1 CDK12 CDK5RAP1 CDKL3 CENPP CENPU CEPT1 CFAP20 CFAP298 CFAP298-TCP10L CIZ1 CLPB CLTC CNIH3 COMMD2 COMMD4 COPS2 COPS7B COQ5 COQ8A COX16 CPSF1 CRHR1 CROCCP2 CTNNB1 CUEDC2 CUL4A CWC27 CWF19L1 CYB5RL DALRD3 DCDC1 DCP1A DDIT3 DDX1 DDX19A DDX19A-DT DDX49 DDX51 DDX55 DDX59 DGAT1 DGAT2 DHPS DHX16 DHX30 DHX33 DHX33-DT DHX9 DIAPH1 DISC1 DLEU1 DMAC2L DMAP1 DNAH2 DNAJB12 DNAJC2 DNAJC24 DNAJC25 DNAJC25-GNG10 DNAJC28 DNM1 DOC2A DPP8 DPP9 DPY19L4 DRAM2 DRG2 DSTYK DTWD1 DTX3 DUS1L E2F6 ECHS1 EDC4 EEF1A1P23 EFCAB7 EIF1AD EIF2B3 EIF2D EIF3E EIF3F EIF4G2 ELF1 ELOVL2-AS1 EME2 EML2 ENPP3 ENSG00000228496 ENSG00000230021 ENSG00000232995 ENSG00000246308 ENSG00000247416 EPB41L4A-AS1 EPOR ERBIN-DT EXD2 EXD3 EXOSC3 EXOSC8 EYA1 FAAH FAHD1 FAM133B FAM162A FAM200A FAM227B FAM230G FAM98B FANCM FASTKD5 FBXO4 FBXW8 FCHSD2 FGF9 FGFBP3 FLNB FNBP1 FOXJ3 FOXM1 FRA10AC1 FUS FUT10 GABPB2 GALK2 GALNT16-AS1 GAS5 GBA1 GEMIN7 GFI1B GFM2 GGPS1 GIN1 GLI1 GLUD1P3 GOLGA3 GPBP1L1 GPR101 GPR89B GRHL3 GRHL3-AS1 GRPEL2 GSTCD GSTO1 GTF2B GTF2H4 GTF2IP20 GTF3C3 GTF3C5 GTPBP3 GUCD1 H2BC26 H4C2 H4C8 HACD3 HAGH HCG14 HDAC2 HDAC2-AS2 HDGF HECTD1 HELQ HEXIM1 HIPK4 HIRA HIVEP1 HMGB1 HMGXB3 HMGXB4 HNRNPA1 HNRNPH3 HOMER1 HSP90AB1 HTR3A ICE2 ID2 ID2-AS1 IDH3G IER5 IFT74 IFTAP IGDCC4 IGHMBP2 IL15 ILF2 IMP3 ING1 INKA2 INO80C INTS12 INTS14 INTS2 INTS5 INTS6 INTS6-AS1 IPO4 IRX6 IST1 ISY1 ISY1-RAB43 ITFG2-AS1 ITGA3 ITGB3BP ITSN1 JMJD4 JOSD1 JPX JRK KANSL1 KANSL1-AS1 KANSL3 KBTBD4 KCTD10 KCTD2 KCTD3 KCTD5 KDELR1 KDM3A KDM3B KDM5A KDM5C KIAA0408 KIAA0586 KLHDC9 KLHL20 KMT2A KMT5B KRBA1 KRR1 LACTB2-AS1 LANCL2 LAS1L LIFR LIFR-AS1 LIG4 LINC00240 LINC00431 LINC00449 LINC01166 LINC01168 LINC01359 LINC01547 LINC01569 LINC01775 LINC02593 LRP5L LRRC37A5P LRRC49 LSG1 LZIC LZTS3 MALAT1 MAN2C1 MAP3K3 MAPK3 MAPT-AS1 MAPT-IT1 MARK4 MBD6 MBL1P MBTPS2 MCEE MCF2L MCF2L2 MCM7 MDFIC MED18 MED22 MED23 MED4 MESD METAP2 METTL15 METTL25 METTL9 MFAP3L MIR1302-3 MIR4519 MIR4521 MIR4674 MIR548AW MIR6068 MIR6731 MIR762HG MISFA MITD1 MIX23 MKRN2 MLEC MMADHC-DT MOCS2 MOCS2-DT MOK MPHOSPH10 MPLKIP MPP2 MPP7-DT MROH2A MRPL16 MRPL21 MRPL3 MRPL30 MRPL39 MRPL40 MRPL44 MRPL48 MRPL58 MRPL9 MRPS18C MRPS2 MRPS31 MRPS31P4 MRPS31P5 MRPS34 MST1P2 MT-CYB MT-TH MT-TL2 MT-TS2 MTCO3P12 MTERF4 MTF2 MTIF2 MTMR9 MTND5P11 MTOR MTR MUS81 MVK MYOF NAGA NAGLU NALT1 NAPEPLD NCAM1 NCEH1 NDUFA12 NDUFAF1 NDUFAF3 NDUFAF4P1 NDUFC2 NDUFC2-KCTD14 NDUFS3 NDUFS7 NEAT1 NEK8 NEK9 NFE2L2 NHLRC3 NIF3L1 NISCH NKAP NKAPD1 NKAPP1 NKIRAS1 NKX2-1 NME1 NME1-NME2 NMNAT1 NOC4L NOL12 NOL8 NOP16 NOSIP NOTCH1 NOXA1 NPLOC4 NR0B2 NR1H2 NR2F1-AS1 NR5A1 NRSN2 NRSN2-AS1 NSA2 NSFL1C NSL1 NUCB1 NUDT15 NUDT19 NUDT19-DT NUDT5 NUF2 NUP107 NUP107-DT NVL OAZ3 OGT OPA1 OSBPL7 OTUB2 OTUD7B P2RX6 PAFAH2 PARL PARP6 PAXBP1 PCID2 PCLAF PCYT1A PDCD6P1 PDE4A PDE6D PEMT PEX13 PEX3 PEX5 PFN2 PHACTR4 PHIP PIAS3 PICART1 PIERCE1 PIGL PIH1D2 PITHD1 PKNOX1 PLAA PLEKHG5 PLEKHM3 PLXDC1 PMF1 PMF1-BGLAP POLDIP3 POLG POLG-DT POLR2A POLR3B POLR3E PPARD PPCS PPIL3 PPIP5K2 PPP1R35-AS1 PPP6R1 PRKAB2 PROSER1 PRPF18 PRPF31 PRPSAP1 PRRG2 PSCA PSMB3 PSMC2 PSMD3 PSME3IP1 PSMF1 PSPH PSTK PTCD1 PTCH1 PTGES3 PTMA PTPN11 PUS10 R3HDM2 RAB11A RAB11FIP2 RAB13 RAB18 RAD51AP1 RAD52 RASD2 RASGEF1B RBBP5 RBFOX2 RBL1 RBM28 RBSN RCAN1 RCOR3 RDH14 REEP5 RERE REXO4 RFC3 RGS5 RHNO1 RHOT2 RMRP RNA5SP212 RNF10 RNF103 RNU12 RNU5A-1 RNU5B-1 RNU6-573P RNU7-27P RNVU1-14 RNVU1-27 RNVU1-34 RORA-AS1 RPL15 RPL22L1 RPL29 RPL36 RPL37 RPL38 RPL41 RPL5 RPL6 RPL7A RPS15A RPS18 RPS4X RPS7 RPS8 RPSAP31 RRP15 RTTN RUNDC3B RUVBL1 S100PBP SAMD4B SAR1B SBDSP1 SEC13 SEC22B SELENOH SEPTIN7P13 SERP1 SETD1A SF3A3 SFT2D2 SHLD3 SLC10A7 SLC24A1 SLC25A21 SLC25A23 SLC33A1 SLC39A11 SLC39A3 SLC44A1 SLC4A1AP SLCO5A1 SLCO5A1-AS1 SLFN11 SLFN5 SLMAP SLX9 SMARCD2 SMG5 SMG7 SMG7-AS1 SMG8 SMO SNAP47 SNHG12 SNHG29 SNHG5 SNHG7 SNORA13 SNORA16A SNORD118 SNORD3A SNORD46 SNORD49A SNORD49B SNORD55 SNRNP35 SNRPB SNRPD3 SNUPN SPEF2 SPRED1 SREK1IP1 SRP72P2 SRP9 SRRM3 SSBP1 SSBP2 SSR4 ST7 ST7-OT4 STAT3 STAT6 STEAP2 STEAP2-AS1 STMP1 STOML2 STT3B STX16 STX16-NPEPL1 STX18 STX18-AS1 STX6 SUGCT SUPT3H SUPT7L TAB3 TACO1 TADA1 TAF12 TAF12-DT TAF15 TAFAZZIN TARS2 TATDN3 TBC1D19 TBL1X TCF3 TCTN3 TEFM TF TFPT TGIF1 TGS1 THAP10 TIAL1 TICRR TIMM9 TIPIN TKT TLCD1 TLCD3B TLE2 TM9SF2 TMED1 TMEM101 TMEM11 TMEM213 TMEM242 TMEM242-DT TMEM248 TMEM30A TMEM30A-DT TMEM41A TMEM63A TMEM68 TMEM69 TMEM79 TNNC1 TNPO3 TOB2 TOP3B TPI1P2 TPTEP2 TRAM1 TRAPPC13 TRBV13 TRDMT1 TRIM2 TRIM23 TRIP4 TRMT61B TRUB1 TSC1 TSC22D4 TSEN15 TSFM TSPAN10 TSPAN31 TTC26 TTC4 TULP3 TUT1 TVP23B UAP1 UBB UBE2B UBE3B UBOX5 UEVLD UNC5B UQCC6 USP30 USPL1 UTP3 VARS2 VPS13B VPS13B-DT VPS25 VPS45 VPS50 VPS51 VPS52 VPS72 VTRNA1-3 VWA8 VWA8-AS1 WDR11 WDR11-DT WDR24 WDR26 WDR36 WDR47 WDR62 WDR70 WDR83 WDR83OS WEE2-AS1 WNT5A WTAP YAP1 YARS1 ZBTB37 ZBTB4 ZBTB40 ZBTB45 ZC3H6 ZC3HC1 ZEB2 ZEB2-AS1 ZER1 ZFYVE9 ZKSCAN2 ZMPSTE24 ZMPSTE24-DT ZMYND12 ZNF131 ZNF165 ZNF205 ZNF213-AS1 ZNF221 ZNF233 ZNF282 ZNF3 ZNF302 ZNF331 ZNF391 ZNF408 ZNF433 ZNF433-AS1 ZNF461 ZNF569 ZNF570 ZNF579 ZNF580 ZNF581 ZNF609 ZNF616 ZNF689 ZNF704 ZNF770 ZNF771 ZNF775 ZNF821 ZNF827 ZSCAN16-AS1 ZSCAN25 ZSCAN9 GREB1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GREB1_TARGET_GENES ABCA3 ABCC11 ABCC5-AS1 ABHD17C ABHD2 ACAP2 ACTG1P25 ACTL6A ADAMTSL5 ADAP1 ADARB1 ADAT3 ADGRF4 ADGRG1 ADH7 ADIPOQ ADIRF ADIRF-AS1 AFAP1 AFF1 AGAP2 AGPAT1 AHCYL2 AK2 AKAP1 AKAP1-DT AKAP8L AKAP9 AKNAD1 AKR1E2 AKT1 ALDH1A2 ALDH3B1 ALDH3B2 ALKBH3-AS1 ALKBH6 ALKBH7 AMOTL2 AMZ1 ANAPC2 ANKFN1 ANKFY1 ANKRD11 ANKRD2 ANKRD22 ANKRD23 ANKRD39 ANP32E ANXA9 AP2A1 AP3M2 AP5B1 ARHGEF1 ARID1B ARID4A ARMH4 ARRDC1 ARRDC4 ASCC2 ASCL2 ATF3 ATG9B ATP2A2 ATP5F1B ATP5MC1 ATP6V0A4 ATP8B1 ATXN7L1 B3GALNT1 BAIAP3 BATF BBOF1 BCAR1 BCAR3 BCAS3 BCL3 BCL9L BDKRB1 BFSP2-AS1 BICDL1 BLTP2 BLVRB BMAL1 BRME1 BRWD1 BTG1-DT BTNL12P C1QTNF6 C1orf162 C1orf21 C4orf36 C5AR2 C7orf57 C9orf152 CA12 CAB39L CACTIN-AS1 CAMTA1 CAMTA1-DT CANT1 CAPN8 CARD10 CARMIL3 CASP7 CCDC159 CCDC183 CCDC192 CCDC40 CCDC88C CCDC88C-DT CCN5 CCNP CCNYL7 CCR3 CCT7 CD22 CD276 CD59 CD63 CDC34 CDH11 CDH13-AS2 CDH26 CDK2AP2 CDKN2C CDS1 CEACAM16-AS1 CELSR1 CEP170B CEP83 CEP89 CFAP276 CFAP45 CHD3 CHD6 CHD8 CHI3L2 CHPT1 CHST12 CHTF18 CIC CITED2 CLCN3 CLN8 CLN8-AS1 CLNK CLVS1 CMTR2 CNGB1 CNOT1 CNOT3 COL4A2 COMT COMTD1 COPZ1 COQ8A COQ8B CORO2A CRACR2A CREBRF CRKL CRNDE CRPPA CSNK1G2 CTSB CUL3 CYB561 CYLD CYP1B1 CYP1B1-AS1 CYP4F23P CYTH2 DAAM1 DAZAP1 DCAF15 DCAF7 DCTN4 DCUN1D4 DDA1 DDX47 DENND2D DGAT2 DGKA DKFZP434A062 DLC1 DLG5 DMRT2 DMXL1 DMXL1-DT DNAAF1 DNAH11 DNAH17 DNAH3 DNAI1 DNAJB5 DNAJB5-DT DNAJC5B DNASE1 DNM2 DNMBP DNMT1 DNPEP DOCK4 DOK7 DOLPP1 DOP1B DRAIC DRC3 DSCAM-AS1 DUSP13 DYNLT3 ECH1 EEA1 EGFL8 EHD1 EHF EHMT1 EIF2AK3 EIF2AK3-DT ELAPOR1 EMC6 EML6 ENC1 ENPP3 ENSA ENSG00000225676 ENSG00000228044 ENSG00000229425 ENSG00000250041 ENSG00000251574 ENSG00000256442 ENSG00000265246 ENSG00000267131 ENSG00000267288 ENSG00000268460 ENSG00000268858 ENSG00000270571 ENSG00000275765 ENSG00000278899 EPB41L1 EPG5 EPHA1 EPHB4 EPN2 EPN3 EPS8 EPS8L2 ERBB2 ERCC1 ERG ERGIC1 ERLNC1 ERP27 ERVW-1 ESRP2 ETNK2 EVI5L EVL EXOSC10 F7 FAAP24 FAF1 FAM107B FAM111B FAM117A FAM171A1 FAM174B FAM178B FAM234B FAM47E FAM72A FAM83A FAM86B3P FAM86EP FAM86GP FBRS FBXO24 FBXO38 FER1L4 FHDC1 FKBP4 FMN1 FMO9P FNIP2 FNTAP2 FOXN3 FPR1 FREM2 FRMD4B FRMD6 FRYL FXYD6-AS1 G3BP1 GALNT10 GAS5 GATAD2A GATAD2B GCLM GCOM1 GFAP GIGYF2 GLRX5 GOLPH3L GOT1 GOT1-DT GPNMB GPR160 GPRC5A GRAMD1A GRAMD1A-AS1 GREB1 GRHL1 GRHL2 GSN GSPT1 GSTP1 GTPBP3 H2AZ2 H2AZ2-DT HDAC7 HDGFL2 HEBP2 HERC1 HIGD1AP13 HK1 HMCN1 HMGCS1 HNRNPA1 HNRNPC HNRNPL HPN HRCT1 HRG-AS1 HSH2D HSPB6 HSPB8 HYCC1 IBA57 ID1 IDE IFITM10 IFRD1 IFT27 IFT43 IGF1R IGF2BP1 IGLC4 IGLJ4 IGSF3 IGSF9 IKBKG IKZF2 IL17REL INHA INPP4B IQANK1 IQCD IQSEC1 IRF1-AS1 ISG20 ISOC2 ITGB2 JUND JUP KARS1P3 KAT7 KATNB1 KCNH2 KCNJ13 KCNK1 KCTD11 KDM4B KDM5A KHSRP KIAA1217 KIF21A KLF6 KLHL25 KLK6 KMT5C KPNB1 KPNB1-DT KRT7 KRT7-AS KRT8 KRT80 KRTAP3-1 KYAT1 LAD1 LAMB1 LASP1 LCEP1 LCOR LDLRAD4 LENG1 LFNG LIMA1 LINC00111 LINC00112 LINC00216 LINC00475 LINC00479 LINC00511 LINC00536 LINC00824 LINC00879 LINC00885 LINC00963 LINC01016 LINC01082 LINC01213 LINC01275 LINC01344 LINC01431 LINC01484 LINC01508 LINC01555 LINC01588 LINC01656 LINC01701 LINC01900 LINC01975 LINC01978 LINC02015 LINC02102 LINC02130 LINC02343 LINC02408 LINC02518 LINC02620 LINC02652 LINC02707 LINC02747 LINC02926 LINC02950 LINC02952 LINC03013 LLGL2 LMBR1 LMCD1 LNC-LBCS LNCATV LPP LRCH4 LRG1 LRIG2 LRIG3 LRRC58 LRRFIP1 LTBP3 LUCAT1 LY6E-DT LY6L MAB21L3 MACC1 MACROD1 MAF1 MANEAL MAP3K3 MAP4K3-DT MAPK10 MAPKAP1 MARCKSL1P2 MATCAP2 MCCC2 MCF2L MCF2L2 MCRIP2 MED24 MEF2A MEF2C-AS1 MESP1 MGC32805 MGP MGRN1 MGST1 MICOS10 MICOS10-DT MICOS10-NBL1 MIDEAS MIDN MIOS MIR203A MIR3168 MIR3181 MIR3188 MIR3622B MIR4259 MIR4328 MIR4479 MIR4513 MIR4530 MIR5093 MIR550A1 MIR550A2 MIR550B1 MIR550B2 MIR563 MIR5684 MIR5707 MIR635 MIR638 MIR6715A MIR6715B MIR6775 MIR6811 MIR9-3HG MIR99AHG MIX23 MLLT3 MPHOSPH10 MPND MPRIP-AS1 MPV17L2 MRPL15P1 MRPL30P1 MSMO1 MTA1 MTMR12 MTMR4 MTUS1 MUC5B MYL11 MYORG MYZAP NAALADL2 NAB2 NACA4P NADK NAGK NAIF1 NAV2-AS3 NCAM2 NCF4-AS1 NCOA1 NCOA4 NDRG1 NDUFAF8 NECTIN4-AS1 NEMP1 NFATC2 NFATC2IP NFKBIA NFKBIZ NFYB NINL NIPSNAP1 NIPSNAP2 NKAIN4 NLK NLRP7P1 NMT1 NNT NOP14-AS1 NR1D1 NRP1 NT5DC3 NUDT16 NUDT16-DT NUMA1 ODAM OSBPL10 OSBPL2 OSBPL8 OVOL2 OXR1 OXR1-AS1 P2RX7 P2RY6 P4HB PABPN1 PACRG-AS1 PAIP2B PAK4 PAM PARD3 PBX1 PCBP1-AS1 PCDH1 PCTP PDGFB PDGFD PDK2 PDK4-AS1 PDSS1 PDZK1 PGP PHF5A PHPT1 PHTF2 PIK3AP1 PIK3C2G PIP5KL1 PITX1-AS1 PIWIL4 PKD1L2 PKD2L2 PKIB PKP3 PKP4-AS1 PLA2G4B PLA2G6 PLAC1 PLEC PLEKHF2 PLXNB1 PLXNB2 PMEL PNKD PNPLA7 POLR3K POU2F3 PPARD PPFIA3 PPM1H PPM1L PPP1R16A PPP4R1L PRADC1 PRDX3P2 PRECSIT PREX1 PRICKLE2-AS3 PRKACA PRKCD PRKCH PROM2 PROSER1 PROSER2 PROSER3 PRPF40B PRR11 PRR15L PRRT1B PRSS22 PRSS23 PRSS27 PRUNE1 PSCA PSMA3-AS1 PSMG3 PTMA PTPRH PUM2 PWWP2A PXDN PXMP4 PYM1 PYROXD2 RAB26 RAB5B RABL3 RAD51B RADIL RAI14-DT RANBP2 RAPGEFL1 RARA RASAL1 RBBP8 RBBP8NL RBL2 RBM20 RBM47 RC3H1 RC3H1-DT RCOR3 RDH10-AS1 RECQL4 RECQL5 RFFL RFWD3 RFX1 RGMB RGMB-AS1 RGS10 RGS17P1 RGS3 RHOBTB3 RHOC RHPN1 RHPN1-AS1 RN7SL211P RNA5SP160 RNF19A RNF207 RNF207-AS1 RNF224 RNF5 RNU2-17P RNU2-8P RNU6-1013P RNU6-1105P RNU6-1220P RNU6-197P RNU6-490P RNU6-563P RNU6-813P ROBO3 RPL27A RPL32P30 RPL32P9 RPL37P4 RPL39P5 RPL5P7 RPL7P30 RPS10P7 RPS15AP29 RPS29P8 RPS6KA2 RPS6KL1 RTKN RTN4 S100A10 S100A11 S100A16 S100A2 S100A4 S100A7 SALL4 SAMD8 SCAMP4 SCGB1D2 SCIN SCNN1A SCRIB SDK2 SEC14L2 SEC14L5 SEMA3B SEPTIN9 SERPINA1 SGMS2 SH2D3C SH3YL1 SHARPIN SIDT2 SIN3A SKA1 SKA2 SKIL SLC10A3 SLC11A2 SLC16A3 SLC17A9 SLC19A3 SLC1A5 SLC20A2 SLC25A25 SLC25A36 SLC25A42 SLC26A1 SLC27A2 SLC29A1 SLC2A8 SLC35E1 SLC38A1 SLC38A2 SLC38A2-AS1 SLC38A4-AS1 SLC39A1 SLC44A2 SLC45A4 SLC51B SLC6A6 SLC7A2 SLC9A8 SMAD3 SMAGP SMARCD2 SMIM6 SNHG10 SNORD114-1 SNORD59A SNRNP25 SNX31 SNX9 SPAG17 SPAG7 SPECC1L SPG7 SPNS2 SPPL2B SPRED2 SPRY4-AS1 SPRYD3 SPTBN4 SPTLC2 SPTSSB SREBF1 SRGAP2 SRI SRP72P2 SRPK1 SRRM2-AS1 SSNA1 SSR4P1 SSTR5 SSTR5-AS1 ST6GAL1 ST6GALNAC4 STAP2 STARD10 STAT3 STC2 STIP1 STK16P1 STON1-GTF2A1L STOX2 STX16 STX16-NPEPL1 STX19 SUCLA2 SUCLA2-AS1 SULT1A1 SVOPL SWINGN SYBU SYT8 SYTL5 TACC2 TAFAZZIN TAL2 TAX1BP3 TBC1D10B TBC1D16 TBC1D3P1-DHX40P1 TBC1D8 TBCD TBKBP1 TBL1X TBX2 TBX2-AS1 TCF25 TCIRG1 TDRKH TDRKH-AS1 TEDC1 TEPSIN TFAP2C TFF1 TGFBI TGM1 TH THADA THSD4 TIPARP TIPARP-AS1 TJP1 TJP2 TLE1 TMBIM1 TMC1 TMCO3 TMED3 TMEM105 TMEM120A TMEM160 TMEM184B TMEM210 TMEM229B TMEM241 TMEM45A TMEM60 TMEM79 TMEM94 TMPOP2 TMPRSS11F TMPRSS13 TMPRSS3 TMPRSS4 TMPRSS6 TMTC2 TNK2 TNKS1BP1 TNS1 TOM1L2 TOP2A TPD52L1 TPD52L2 TPRG1 TPRN TRAF2 TRAF7 TRAPPC2 TRAPPC9 TRIB1 TRIM29 TRIM31 TSPAN1 TSPAN9 TTC39A-AS1 TTLL5 TUBA1A TUBA1C TUBB4B TXNP5 UBE2C UFSP1 UIMC1 UMODL1 UNC13D UNKL UPF1 URB1 USF3 UST-AS2 UTRN VAMP5 VAV3 VBP1 VCP VEPH1 VILL VIRMA VLDLR-AS1 VMP1 VPS26C VPS72 VWA3B WDR81 WDR90 WIPI1 WSB2 WWC1 WWP1 XRCC3 XXYLT1 YIF1A ZBTB3 ZBTB37 ZDHHC1 ZDHHC1P1 ZFYVE21 ZFYVE28 ZKSCAN1 ZMYM2 ZMYM5 ZMYND8 ZNF282 ZNF395 ZNF410 ZNF44 ZNF444 ZNF552 ZNF564 ZNF574 ZNF669 ZNF687 ZNF687-AS1 ZNF689 ZNF750 ZNF77 ZNF823 ZNF860 ZNRF1 ZRANB2-DT ZSWIM1 ZSWIM4 GTF2A2_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GTF2A2_TARGET_GENES ACTB ACTG1 ADARB1 ADAT2 AFF1 AJUBA AJUBA-DT AK2 ALG3 AMD1 ANXA2 AP1G1 APTX ARL15 ARPC5L ASAP3 ATAD2 ATF3 ATF4 ATF5 ATF7IP2 ATP1B2 AZIN1 AZIN2 BAIAP2 BAIAP2-DT BANCR BAZ2B BCDIN3D-AS1 BEX4 BMS1 BMS1P4 BMS1P4-AGAP5 BRD2 BRPF3 BRWD1 BRWD1-AS2 BTBD1 BTG1 BTG1-DT C11orf98 C12orf57 C16orf46 C16orf46-DT C17orf75 C19orf38 C19orf48P C6orf89 CA8 CALM1 CALM2 CALM3 CALR CARD8-AS1 CARS2 CBX5 CCDC136 CCDC144NL CCDC144NL-AS1 CCDC8 CCDC80 CCDC97 CCN1 CCNG2 CCNI CDC42SE1 CDCA2 CDKN1A CEBPA CEBPA-DT CEBPB CENPP CEP95 CERNA3 CHCHD7 CIRBP CLASP1 CLASRP CLPX COPS7B COX16 COX20 CPNE2 CRYBG2 CSKMT CSNK2B CSRP1 CSRP1-AS1 CTNNB1 CYCS CYTH2 DDIT3 DDR1 DDX3X DDX5 DEPP1 DHRSX DHX30 DIP2A DNAJA1 DNAJB1 DNAJB4 DUSP1 DYNC1LI1 ECE2 EEF1A1 EEF1D EEF2 EFCAB7 EGFL7 EGR1 EHD1 EIF1 EIF2D EIF4A2 EIF5 ENSG00000170846 ENSG00000206898 ENSG00000251574 ENSG00000268403 ENSG00000275765 EOGT EPC1 EPC1-AS1 EXT1 FAM53C FASN FBXL13 FOS FOSB FRG2FP FSCN1 FTL FUS G3BP1 GABPB2 GADD45B GADD45G GDI1 GEMIN6 GFI1B GLUD1P3 GLUL GNG4 GOLGA3 GPANK1 GPSM3 GTF2B GTF2H4 GTF3C5 GTF3C6 H1-10 H1-4 H2AC11 H2AC17 H2AC4 H2AC6 H2AX H2AZ1 H2AZ1-DT H2BC11 H2BC17 H2BC18 H2BC4 H3-3B H3C1 H3C12 H3C13 H4C2 H4C3 H4C5 HCG21 HEMK1 HERPUD1 HES1 HLA-E HMGN2 HNRNPA1 HOMER1 HP1BP3 HSP90AA1 HSP90AB1 HSPA1A HSPA1B HSPA1L HUS1 ID1 ID2 ID2-AS1 IER3 IER5 IFRD1 IKBKB-DT IL4I1 IMPACT ING1 IPO9-AS1 IPPK ITGB3BP ITPR1 ITPR1-DT JARID2 JARID2-DT JPT1 JSRP1 JUNB JUND KCTD10 KCTD9 KDM4B KDM5C KLF6 KMT2A KMT5B LBH LDHA LINC00240 LINC00624 LINC00824 LINC00869 LINC01029 LINC01476 LINC01547 LINC01610 LINC01719 LINC01732 LINC02252 LINC02506 LINC02934 LOC124904631 LOC124904669 LRP6 LRSAM1 LSM10 LZIC MAF1 MAFA MAG MAILR MAIP1 MALAT1 MARCHF7 MAT2A MAU2 MBD6 MBTPS2 MCL1 MCU MFSD11 MIA3 MIDN MIR142HG MIR3188 MIR3190 MIR320A MIR4515 MIR4522 MIR4754 MIR4766 MIR5087 MIR5188 MIR548AW MITD1 MKNK2 MPLKIP MRPL13 MRPL30 MRPL39 MRPL48 MRPS18B MTBP MTF2 MTRFR MYC MYLIP NAGLU NASP NBPF12 NCKAP5L NDUFS2 NDUFS7 NEAT1 NEU3 NFE4 NKIRAS1 NLRP1 NMNAT1 NOL7 NOL8 NOSIP NPL NPM1 NRIP3 NRIP3-DT NSD1 NSL1 NUP62 NUSAP1 NXF1 OAZ1 ODC1 ODC1-DT OIP5 OPLAH PABPC1 PABPC4 PACSIN2 PCAT14 PCBP1-AS1 PDE4DIPP6 PDE6D PEX3 PIEZO1 PIK3R3 PIM3 PLAG1 PLEKHM3 PLXNA3 PNPLA1 POLDIP3 POLR2A POLR3D POU2F3 PPIA PPP1R10 PPP1R15A PPP5D1P PPT1 PRDX1 PRDX2 PRKAR1B PRKAR2B-AS1 PRMT1 PSMC3 PSMG3 PSMG3-AS1 PTGER3 PTPN21 PTPN7 PXN-AS1 RADIL RBBP4 RBL1 RCOR3 REN REV3L RFPL4B RGS2 RIN3 RIPK1 RNU1-1 RNU1-108P RNU11 RNU12 RNU2-2P RNU2-63P RNU4-1 RNU4-2 RNU4ATAC RNU5A-1 RNU5A-8P RNU5B-1 RNU5D-1 RNU5E-1 RNU5E-4P RNU5E-6P RNU5F-1 RNU7-1 RNVU1-14 RNVU1-15 RNVU1-18 RNVU1-19 RNVU1-2 RNVU1-21 RNVU1-22 RNVU1-23 RNVU1-25 RNVU1-26 RNVU1-27 RNVU1-28 RNVU1-29 RNVU1-2A RNVU1-3 RNVU1-30 RNVU1-31 RNVU1-34 RNVU1-4 RNVU1-6 RNVU1-7 RPL10 RPL10A RPL11 RPL12 RPL13 RPL15 RPL18 RPL22L1 RPL23AP53 RPL24 RPL28 RPL29 RPL3 RPL35 RPL36 RPL37A RPL37A-DT RPL38 RPL4 RPL8 RPLP0 RPLP1 RPS12 RPS18 RPS2 RPS20 RPS24 RPS26 RPS27 RPS3 RPS3A RPS5 RPS6 RPS7 RPS8 RPS9 RPSA RRM2 RTF1 SAMD9L SAMMSON SAR1B SAT1 SAT1-DT SAV1 SDC4 SEC13 SEC14L1 SEC24C SELENBP1 SELENOP SENP6 SERPINB9 SFPQ SFTA2 SFXN3 SGK1 SH2B1 SHARPIN SKP1 SLC13A3 SLC16A1 SLC16A1-AS1 SLC20A1 SLC20A1-DT SLC25A4 SLC25A5 SLC25A5-AS1 SLC25A6 SLC27A5 SLC35A3 SLC3A2 SLC4A1AP SLC7A5P2 SLC9A1 SLX9 SMG1P3 SMG8 SNAI1 SNHG1 SNHG12 SNHG17 SNHG19 SNHG20 SNHG25 SNHG32 SNHG5 SNHG6 SNHG7 SNHG8 SNHG9 SNORA16A SNORA24 SNORA50C SNORA57 SNORA78 SNORD101 SNORD104 SNORD118 SNORD13 SNORD15A SNORD25 SNORD26 SNORD27 SNORD43 SNORD46 SNORD48 SNORD50B SNORD54 SNORD55 SNORD60 SNORD68 SNRNP27 SOCS1 SOCS3 SOCS3-DT SPDYC SPHK2 SPTAN1 SQSTM1 SRSF2 SRSF3 SRSF6 SRSF7 SS18 SSBP2 SSR4P1 STRIP1 SUGCT SUGP1 SUPT7L SYT7 TAF4 TANK TANK-AS1 TATDN3 TCF3 TENT5C-DT TFAP2A TFRC THEM4 THRB THRB-AS1 TIGD5 TIMM50 TMA16 TMED1 TMEM14B TMPO TMSB10 TMSB4X TNFSF9 TNPO3 TNRC6C TOB1 TOB1-AS1 TPI1 TPI1P2 TRAF3IP2-AS1 TRAF7 TRDMT1 TRMT12 TSC1 TTI2 TUBA1B TUBA1B-AS1 TUBA1C TUBB2A TUBB3 TUBB4B TULP2 TVP23B TYW5 UAP1 UAP1-DT UBB UBC UBE2D3 UBE2D3-AS1 UBE2S UBE3B UBIAD1 UCA1 UFL1 UQCRC2 USPL1 VARS2 VDAC2 VGF VIM VPS52 VTI1A WDR74 WSB1 ZBTB4 ZBTB45 ZBTB8OS ZC3H12A ZC3H12A-DT ZC3H6 ZDHHC6 ZFP36 ZNF143 ZNF518A ZNF596 ZNF689 ZSCAN16-AS1 ZSCAN31 ZSWIM6 ZWILCH GTF2E2_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GTF2E2_TARGET_GENES AAGAB ACBD6 ACP2 ACTG1 ADARB1 ADNP AGK AGK-DT AGPAT4 AKIRIN2 AKR1A1 AMD1 ANAPC5 ANKRD13C ANKRD40 ANP32E ANXA1 AP3S2 AQR ARHGEF37 ARID1A ARL15 ARRDC3 ASH2L ATAD2 ATF3 ATF6 ATF6-DT AUNIP B3GALT1-AS1 BAZ2B BAZ2B-AS1 BBS1 BCL2L13 BEST1 BMERB1 BMS1P4 BMS1P4-AGAP5 BRD2 BRK1 BTG1 BTG1-DT BTK C11orf24 C11orf54 C11orf98 C12orf57 C15orf39 C5orf24 CALM1 CAP1 CAPZA1 CCDC80 CCNL1 CCT6B CDC25C CDC42 CDKAL1 CERNA3 CHEK1 CITED2 CLASP1 CLASRP COA1 COG4 COMT COPA COPS4 COPS5 CPED1 CPNE1 CSKMT CSNK1A1 CSNK1G3 CSPP1 DDIT3 DDIT4 DDX54 DDX55 DDX6 DHX29 DLGAP1-AS2 DNAJB4 DUSP1 EEF1A1 EFHB EGR1 EIF2D EIF3A EIF3G EIF4A1 EME1 ENGASE ENSG00000233223 ERI2 FAM53C FERMT3 FTH1 FTL FUS GADD45B GADD45GIP1 GARS1 GARS1-DT GDF15 GEMIN6 GFI1B GIHCG GLUD1P3 GLUL GPATCH4 GPBP1L1 GTF2B GTF3C3 GTF3C5 GTPBP2 H1-2 H1-3 H1-4 H2AC13 H2AC17 H2AC25 H2AC7 H2AX H2BC13 H2BC17 H2BC26 H2BC7 H3C10 H3C12 H4C2 H4C3 H4C5 H4C8 HCG14 HERPUD1 HEXIM1 HHLA3 HNRNPH1 HNRNPH3 HSP90AB1 IARS1 IER5 ING3 INTS5 INTS6 INTS6-AS1 IPP IQCH JSRP1 JUNB KAT5 KCTD10 KLF6 KLLN LDLR LINC00869 LINC01029 LINC01476 LINC01719 LINC01732 LINC01756 LOC124904631 LRP6 LRSAM1 LUC7L2 MAF1 MAIP1 MAML1 MARCHF7 MARCKSL1 MAT2A MBD6 MCL1 MFSD11 MIR142HG MIR1538 MIR3189 MIR3190 MIR320A MIR3928 MIR4766 MIR5087 MIR548AW MKRN2 MKRN3 MNAT1 MPDU1 MRPL1 MRPL27 MRPL3 MRPL35 MRPL58 MRPS18B MTERF4 MTREX MYL12A MYLIP MYO19 MYSM1 NCSTN NDUFA7 NDUFAB1 NDUFAF1 NEAT1 NEK9 NFAT5 NFKBIZ NFYC NFYC-AS1 NR1H3 NR3C1 NRDC NSFL1C OAZ1 ORC5 PABPC4 PARP2 PCLAF PDLIM7 PHLDA1 PHLDA1-DT PIGV PIGW PIH1D1 PLEKHM3 POLDIP3 POLR3D POU2F3 PPP1R10 PPP1R15A PPP1R8 PPP2R1B PPP4C PRDX1 PRKAG1 PTEN PTMA PXN-AS1 RAB5A RACK1 RBM12 RBM34 RCC1 REXO4 REXO5 RFX3 RFX3-DT RHOBTB3 RITA1 RMND5B RNF185 RNF220 RNU1-1 RNU1-108P RNU1-2 RNU11 RNU12 RNU2-17P RNU2-2P RNU2-63P RNU4-1 RNU4-2 RNU4ATAC RNU5A-1 RNU5A-8P RNU5B-1 RNU5D-1 RNU5E-1 RNU5E-4P RNU5E-6P RNU5F-1 RNU7-1 RNVU1-15 RNVU1-18 RNVU1-19 RNVU1-2 RNVU1-21 RNVU1-22 RNVU1-23 RNVU1-24 RNVU1-25 RNVU1-26 RNVU1-27 RNVU1-28 RNVU1-2A RNVU1-3 RNVU1-30 RNVU1-34 RNVU1-4 RNVU1-6 ROCK2 RPL10 RPL12 RPL17 RPL17-C18orf32 RPL36 RPL36A RPL36A-HNRNPH2 RPL37 RPL38 RPL4 RPL41 RPLP0 RPLP1 RPPH1 RPRD2 RPS12 RPS20 RPS26 RPS28 RPS6 RPS8 RPS9 SAR1B SAV1 SEC22B SF3B3 SFPQ SFT2D3 SHARPIN SKP1 SLC3A2 SLC4A1AP SLC9A1 SMARCAD1 SMARCAD1-DT SMIM30 SMPD4P1 SNHG1 SNHG12 SNHG17 SNHG3 SNHG32 SNHG5 SNHG7 SNORA16A SNORA57 SNORD101 SNORD118 SNORD13 SNORD25 SNORD26 SNORD27 SNORD3A SNORD46 SNORD48 SNORD50B SNORD54 SNORD55 SNORD58B SNORD95 SNRPB SOCS1 SRP72 SRSF2 SRSF3 SRSF7 SSR4P1 ST7L STK17B STXBP5-AS1 SUPT7L TAF1D TANK TANK-AS1 TFRC THRB THRB-AS1 TIMM17A TMA16 TMEM128 TMEM168 TMEM242 TMEM242-DT TMEM69 TNPO3 TOB1 TOB1-AS1 TOP3B TPI1P2 TRAPPC6B TRIP11 TRIP4 TRMT12 TSC1 TTC4 TTI2 TUBA1B TUBA1B-AS1 TUBA1C TUBB4B TUBGCP3 TXNIP TXNRD2 TYW5 UBE2L3 UBE2S UBE3B UQCC6 USE1 VPS25 WDR74 ZC3H6 ZC3HC1 ZNF343 ZNF397 ZNF621 ZNF681 ZNF770 ZNF830 ZNF93 ZSCAN12 ZSCAN16-AS1 ZSCAN9 ZWILCH GTF3A_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GTF3A_TARGET_GENES ACADS DHX58 EMC1 ENSG00000230021 FAM230G GYS1 LTBP4 MAST1 MT-RNR1 MT-TF MTCO3P12 MTND5P11 NDUFS7 PEX3 PLEKHG2 RASGRP3 REEP2 RNA5SP106 RNA5SP124 RNA5SP131 RNA5SP134 RNA5SP151 RNA5SP152 RNA5SP166 RNA5SP172 RNA5SP176 RNA5SP180 RNA5SP183 RNA5SP19 RNA5SP194 RNA5SP195 RNA5SP198 RNA5SP202 RNA5SP206 RNA5SP215 RNA5SP218 RNA5SP22 RNA5SP221 RNA5SP223 RNA5SP252 RNA5SP255 RNA5SP259 RNA5SP280 RNA5SP299 RNA5SP304 RNA5SP306 RNA5SP308 RNA5SP318 RNA5SP319 RNA5SP332 RNA5SP362 RNA5SP368 RNA5SP37 RNA5SP370 RNA5SP387 RNA5SP392 RNA5SP393 RNA5SP41 RNA5SP431 RNA5SP443 RNA5SP448 RNA5SP452 RNA5SP46 RNA5SP471 RNA5SP481 RNA5SP482 RNA5SP490 RNA5SP494 RNA5SP495 RNA5SP505 RNA5SP515 RNA5SP53 RNA5SP55 RNA5SP75 RNA5SP84 RNA5SP95 SYNE1 GTF3C1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GTF3C1_TARGET_GENES MIR6828 MT-RNR1 MT-TF MT-TP NCAM2 PRR13 RFX1 SLC66A1L STX6 GUCY1B1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GUCY1B1_TARGET_GENES AASDH ABCF1 ABHD10 ABT1 ACTMAP ADCK1 ADNP2 AFF1 AFF4 AFF4-DT AFTPH AFTPH-DT AGBL5 AGBL5-AS1 AHDC1 AK5 ALDH4A1 ALG1 ALOX12-AS1 ALOXE3 AMDHD2 ANAPC5 ANG ANK2 ANKMY2 ANKRD12 AOPEP AP5Z1 APEX1 APOO ARL6IP6 ARPC4 ARPC4-TTLL3 ASB7 ATAD2 ATG101 ATG13 ATG3 ATP6V0B ATP6V0D1 ATP6V0D1-DT ATP6V1C1 ATP6V1G1 ATP6V1H AURKAIP1 B4GAT1 B4GAT1-DT BACH1 BAG5 BASP1 BAX BCAR3 BCL6 BCYRN1 BET1L BIRC2 BIRC5 BLOC1S1 BPGM BRF2 BSG BSG-AS1 BZW1 BZW2 C10orf90 C10orf95-AS1 C19orf47 C21orf62-AS1 C2orf42 C4orf36 C6orf62 CACUL1 CAMKMT CATSPERD CCDC107 CCDC115 CCDC174 CCDC184 CCDC43 CCDC82 CCDC97 CD83P1 CDC37L1-DT CDC45 CDCA3 CDCA7L CDIPT CDIPTOSP CDK16 CDK4 CDK8 CDKN1B CENPBD2P CENPN CEP162 CEP192 CEP192-DT CEP290 CEP95 CEPT1 CFAP418 CHCHD2P6 CHEK1 CHERP CIAO3 CIT CIZ1 CLCN6 CLCN7 CLEC16A CLN3 CLPP CLPTM1 CLTC CLU CMC2 CMSS1 CNIH2 CNKSR3 CNOT11 COA5 COA8 COMMD6 COMMD8 COMMD9 COPS7A COQ10B COX4I1 CPED1 CPSF2 CRLS1 CSGALNACT2 CSNK1D CTNNBL1 CTNS CTSA CUEDC1 CUL2 CUTA CWF19L2 CYB5D2 CYCS CZIB CZIB-DT DAAM1 DAP3 DCAF8 DCLRE1C DDI2 DDX23 DDX5 DDX54 DGAT2 DGAT2-DT DGCR6L DHX35 DHX35-DT DLAT DLD DMAC2L DMXL1 DMXL1-DT DNAAF3 DNAAF5 DNAI7 DNAJB1 DNAJC13 DNAJC19 DNAJC8 DNAJC9-AS1 DNTTIP1 DOHH DOK1 DPH5 DPH5-DT DPP9 DPY30 DRAM2 DSCC1 DVL2 DYM E4F1 EED EEF1D EEF1G EEF2 EFCAB7 EFHC1 EID2B EIF3B EIF3D EIF3K EIF4A2 ELP3 EMC8 EMP1 ENC1 ENSG00000227496 ENSG00000232995 ENSG00000239137 ENSG00000270174 ENSG00000272008 ENSG00000282904 EPRS1 ETFRF1 EWSR1 FAAP100 FAHD1 FAM118B FAM133B FAM21EP FAM21FP FAM229B FAM53C FBXO31 FBXO33 FDFT1 FEM1B FH FKBP15 FKTN FKTN-AS1 FLCN FMC1 FMC1-LUC7L2 FNBP4 FNDC3A FOS FRAT1 FRAT2 FRG1 FRG1-DT FUS G6PC3 GABARAPL1 GADD45B GALNS GBA1 GBAP1 GET4 GGCX GHET1 GLA GLMP GLOD4 GNAI3 GNL3 GNS GOLGA7 GOLM2 GPR173 GPSM3 GRN GSDME GTF2H1 GTF3C3 GTPBP6 GUCD1 GUSB GUSBP1 H2AC8 H3C9P H4C8 HAGH HARBI1 HAUS8 HAX1 HCG14 HDAC2 HDAC2-AS2 HDAC4 HDAC4-AS1 HEXA HEXA-AS1 HEXIM1 HJV HM13 HMGN4 HMGXB4 HNRNPH2 HOXB7 HPS5 HRCT1 HS2ST1 HSPA6 HSPBAP1 HTATSF1 HTD2 HYAL2 IARS1 IFT122 IFT52 IGF2BP3 ILF2 ILF3 ILF3-DT IMP4 IPO4 IPO8 ISLR2 ITFG1 ITGA7 ITGB3BP JRK JRKL KAT5 KCTD10 KDM4C KDSR KIAA2013 KIFBP KLHL12 KLHL21 KNL1 LACTB LAMP1 LASP1 LEO1 LIMD1-AS1 LINC00687 LINC00921 LINC00963 LINC01556 LINC01588 LINC01605 LINC01623 LINC01775 LINC01962 LINC02136 LINC02380 LINC02453 LINC02739 LINS1 LOC105376805 LOC112267871 LONP1 LOXL3 LRP3 LRP6 LRRC41 LSG1 LSM4 LTA4H LTBP1 LUC7L2 MAP1LC3A MAP1LC3B MAP4K1 MAPK6 MAPK6-DT MARCHF8 MBD3L1 MBD4 MBTD1 MCM8-AS1 MCOLN1 MCRIP2 MCTS1 MCTS2 MED16 MEMO1 METTL13 METTL15 METTL26 METTL3 MFSD1 MGME1 MIR3124 MIR3677HG MIR3912 MIR4439 MIR4521 MIR4754 MIR5087 MKS1 MORC2 MPC1 MPC1-DT MRFAP1 MRFAP1L1 MRM3 MROH8 MRPL13 MRPL15 MRPS14 MRPS16 MRPS18A MTBP MTERF3 MTHFR MUC20-OT1 MVP MVP-DT MYL12-AS1 MYL12B MYNN MYO9A MYO9B MZF1 NAA30 NAALADL2 NAGPA NAPA NCOA5 NCOA7 NDUFB1 NDUFS5 NDUFS7 NDUFV2-AS1 NEAT1 NEMF NEURL2 NEURL4 NOCT NOL6 NPM1 NPTN NR1H2 NR6A1 NRDE2 NSMCE2 NTMT1 NTNG1 NUDT9 NUF2 NUP54 OSGEP OXR1 OXR1-AS1 P2RX4 PAMR1 PARGP1 PARP2 PAXBP1 PAXIP1 PAXIP1-DT PBRM1 PCNX4 PCNX4-DT PDPR PDPR2P PDSS2 PDXDC1 PFDN4 PHAF1 PHKB PHRF1 PIGK PIK3R3 PIP4P1 PKN2 PLAA PLD3 PLEKHG2 PLOD1 PLXDC1 PMP22 PNN POLG POLG-DT POLR1A POLR1G POLR2J4 POLR2L POLR3E POR PPEF1 PPP1R13L PPP5C PPP6R1 PPP6R3 PRDM8 PREPL PRKCE PRKCI PRMT5 PRMT5-DT PRPF40A PSIP1 PSMA1 PSMB3 PSMB6 PSMF1 PTCD3 PTDSS1 PUM1 PUM3 RAB11A RAD52 RAD9A RALBP1 RALGAPA1 RBM25 RBM33 RBM33-DT RBM39 REXO4 RFC3 RGS5 RHBDD3 RHOBTB3 RIC8A RIMOC1 RIOK2 RITA1 RN7SL1 RN7SL2 RN7SL3 RNA5SP304 RNASE11 RNASE4 RNASEK RNASEK-C17orf49 RNF111 RNF24 RNF34 RNF7 RNPS1 RNU2-2P RNU6-1 RNU6-2 RNU6-9 RNU6ATAC RNVU1-21 RNVU1-31 RNY1 RNY3 RNY4 RPA2 RPL23 RPL3 RPN2 RPP14 RPPH1 RPS15 RPS16 RPS27AP6 RPS29 RPS3A RPS5 RPUSD4 RRAGB RRAGC RRAGC-DT RSRP1 SACM1L SAP30BP-AS1 SDHAP2 SELENOF SELENOW SENP8 SGO1 SGO1-AS1 SGTA SH3BP5L SHF SHPK SLC25A37 SLC25A44 SLC31A1 SLC35A5 SLC35B2 SLC35E2B SLC36A1 SLC38A7 SLC44A1 SLC49A4 SLFN5 SMARCC2 SMC3 SMCR8 SNORA21 SNORD13 SNORD2 SNORD43 SNRPA SNRPB SNRPD3 SNX21 SNX5 SNX8 SOCS5 SOX2-OT SPDYE1-AS1 SPG21 SPNS1 SPPL3 SQOR STK35 STMN1 STX4 SUMF1 SUPT5H TADA3 TAF11 TAF13 TAF5 TAFAZZIN TBC1D23 TBC1D8 TCP11L2 TERF1 TGDS TIA1 TIGD5 TIMM23 TLN2 TMEM127 TMEM259 TMEM260 TMEM273 TMEM50A TMTC3 TOMM7 TOP3A TPP1 TRAPPC2L TREX1 TRIM41 TRIM47 TRIM7-AS2 TRPM8 TSEN2 TSPAN4 TSPEAR-AS2 TTI2 TUBE1 TXLNA TXNDC15 TXNL1 UBE2I UBE2Q1 UBE3B UBR1 UBXN4 UFD1 UNC50 UQCC6 UQCRC2 UQCRH USP3 USP5 USP9X UTP14A UTP18 UTP25 UVRAG UVRAG-DT VAMP8 VCAN VIM VPS11 VPS11-DT VPS13B VPS13B-DT VPS33A VTI1A VTRNA1-1 VTRNA1-2 VTRNA1-3 VTRNA2-1 VWA8 VWA8-AS1 WASHC2A WASHC2C WASHC5 WBP4 WDR7 WDR74 WDR81 WFDC3 WRAP53 WWP2 YBX1 YLPM1 YY1AP1 ZBTB40 ZC3H15 ZDHHC2 ZDHHC6 ZEB1 ZEB1-AS1 ZFAND5 ZMAT2 ZNF219 ZNF263 ZNF292 ZNF330 ZNF34 ZNF446 ZNF45 ZNF507 ZNF839 ZNF862 ZNHIT6 ZZEF1 ZZZ3 H1_6_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/H1_6_TARGET_GENES A1BG-AS1 ABCD4 ACBD3 ACBD6 ACHE ACTA1 ACTR3C ADAL ADAMTS15 ADAT2 ADCY7 ADM5 AFAP1L2 AFDN AIMP1 AKR1E2 AKT2 ALDH7A1 ALG12 ALKBH3 ALOX12B AMZ2 ANKRD13B ANP32E ANXA4 AP2S1 APLP1 ARFGAP2 ARFIP1 ARHGEF1 ARMC8 ASXL1 ATF3 ATF5 ATG2B ATP1B1 ATXN1 ATXN7L1 AURKA AURKAIP1 AVPR1A B3GNTL1 B4GALT7 BCAT2 BLCAP C19orf47 C19orf48P C1orf220 C1orf226 C1orf56 C6orf120 C9orf43 CA11 CA4 CALM1 CALR CAPN1 CAPN1-AS1 CASKIN2 CATSPERG CCDC124 CCDC175 CCDC88C CCDC88C-DT CCN1 CCNK CD81 CDHR3 CDK13 CDK9 CDR2-DT CEACAM1 CEACAM16-AS1 CEACAM21 CEACAMP2 CELF1 CEP57 CHD1L CHRNA2 CIC CNBD2 CNOT7P2 CNTN2 COA4 COL1A1 COPS7B COQ8A CORO7 COX20 COX5AP1 CPEB3 CPNE1 CRIP1 CROCC CRYBB2P1 CRYGN CSE1L-DT CSTF1 CXorf58 CYP2S1 CYTH2 DCAF5 DDHD1 DDHD1-DT DDR1 DHX32 DIO3OS DLST DMAC2 DMRTC2 DNMT3B DNTTIP1 DPM1 DPY19L3 DUSP6 DYNLRB1 ECH1 ECI2 ECI2-DT EEF1A1 EEF1E1 EGLN2 EHHADH EIF2B2 EIF2D ELFN1-AS1 ELOA-AS1 EMC10 EML1 ENTPD1-AS1 EPB41L2 EPS8L1 EPSTI1 ESYT3 EWSR1 FABP5 FAM133FP FAM76B FBRS FBXO28 FCRLB FEZF1-AS1 FFAR1 FIZ1 FLCN FLOT1 FOS FOXM1 FOXQ1 FRG1HP FRMD1 GAPDHP64 GARIN5A GCNA GEMIN7 GIT1 GMDS GMDS-DT GMFB GNA12 GNG4 GPBP1 GPT GSE1 GSTZ1 GTF3C6 H1-9P HAND2-AS1 HEXIM1 HIGD1AP11 HMGB1 HNRNPK HNRNPU HOXA10 HOXB-AS3 HP1BP3 HRH3 HSPA6 HSPA9 ICA1L IGHMBP2 IGSF9 IL4I1 IMPDH1P11 INKA2 INKA2-AS1 INO80E INTS3 IPO13 IPO9-AS1 IQCE IRGQ ITGAM ITIH3 ITPKB JARID2 JARID2-DT KCNB1 KCNG1 KCNQ2 KDM4C KEAP1 KIF25 KLHL8 KLK3 KLK6 KMT5C KYAT1 LAMP1 LAMTOR2 LARP1 LEKR1 LETM1P2 LFNG LGALS8 LHX9 LIG1 LIN9 LINC00904 LINC01271 LINC01531 LINC01686 LINC01838 LINC02447 LINC02918 LINC03072 LIPE LNMICC LPIN3 LRRC37A3 LRRC61 LRRC8A LSM14A LYPD4 LYPD5 MAGIX MAP3K10 MAP4K5 MAPKAPK5 MAPKAPK5-AS1 MAPT MARK4 MATCAP2 MBNL3 MGAT5B MINK1 MIR1302-3 MIR4291 MIR4314 MIR4530 MIR5087 MIR521-2 MIR5588 MIR6504 MIR6769B MOCS3 MORF4L2 MORF4L2-AS1 MPND MPZL1 MROH3P MRPL21 MRPS15 MT4 MTARC2 NAPA NAPSA NBPF1 NDUFA6-DT NDUFV2 NECTIN2 NEGR1 NEK2 NEK2-DT NEK9 NFKBIB NFKBID NHLH1 NIT1 NNAT NOM1 NOS1AP NOSIP NPHS1 NRBP2 NSL1 NT5C2 NTRK1 NUDC NUP62 NVL OSBPL2 OTOF OVOL3 PAAF1 PABPC4 PABPN1P1 PACS1 PACS2 PAFAH1B2 PAQR6 PARP12 PCIF1 PCK1 PCM1 PDE4DIPP6 PDE6D PDSS1 PEAR1 PEX3 PHACTR1 PHF19 PHF2 PHF5A PHLDA1 PIGC PIGQ PITHD1 PLA2G6 PLEKHA8P1 PLK3 PLSCR1 PMP22 POLE3 PPOX PPP1R12C PPP1R18 PPP1R36 PPP2R5C PPP4R3B PPP4R3B-DT PPP5C PRELID3B PRKCH PRKCIP1 PROX1 PROX1-AS1 PRR12 PRRC2C PRRG2 PRSS27 PSG4 PSMC3 PTPMT1 PTPN21 QPCT RAB29 RABAC1 RAPGEF1 RASAL2-AS1 RASGRP4 RBM15 RBM38-AS1 RBM42 RC3H1-DT RDH13 REXO4 RGL2 RGS11 RGS9BP RHBDD3 RHNO1 RMI1 RNA5S6 RNA5SP472 RNA5SP528 RNF213 RNU6-696P RNVU1-17 RNVU1-21 RNVU1-23 RNVU1-2A RNVU1-3 RPF1 RPL13 RPL18A RPL26 RPS16 RPS3 RPS4X RRP15 RTEL1 RTEL1-TNFRSF6B SAPCD1-AS1 SCAMP4 SCAND1 SEC16B SELENBP1 SELENOOLP SELENOW SETD3 SGCA SH2D2A SH3BP5 SHKBP1 SIGLEC11 SIRT2 SLC13A3 SLC1A5 SLC2A1 SLC2A1-DT SLC30A10 SLC44A2 SLC50A1 SLC7A6 SLC9A1 SLFN13 SMARCD3 SMIM8 SMOX SNHG11 SNORD15A SNORD68 SNRNP40 SNRNP70 SNRPF SNRPF-DT SOCS4 SPG7 SPTBN4 SRD5A3-AS1 SRP14 SRP14-DT SRRM5 SRSF5 SS18L2 SSR4 STARD10 STMN3 STX16 STX16-NPEPL1 STX18 STX18-AS1 SUPT5H SYCP1 SYTL2 SYTL4 TAB2 TAF5L TATDN3 TBC1D17 TBCK TBXT TCP11L2 TEDC1 TEX14BP TFAP2A TFDP3 THAP12P8 TIPRL TM4SF18-AS1 TM9SF1 TMEM147 TMEM147-AS1 TMEM165 TMEM179 TMEM185B TMEM222 TMEM269 TMEM9 TMPRSS4 TMPRSS6 TNPO1-DT TP53BP2 TPM3P2 TPM3P5 TRA2B TRMT1 TRUB1 TTC39A TTC7B TUBG1 TUFT1 TULP3 TXNDC15 TYMSP2 UBE2I UCMA UCP2 UNC119 URB2 USE1 USP40 VCPKMT VPS11 VPS11-DT VPS33A VRK3 VRTN VSX1 WAKMAR2 WASHC4 WDHD1 WDR27 WDR47 WFDC3 XRN2 ZBTB18 ZBTB45 ZBTB46 ZBTB47 ZBTB7B ZC3H15 ZCCHC4 ZHX3 ZNF146 ZNF180 ZNF181 ZNF200 ZNF222-DT ZNF234 ZNF263 ZNF283 ZNF302 ZNF415 ZNF451-AS1 ZNF473 ZNF524 ZNF552 ZNF564 ZNF565 ZNF570 ZNF573 ZNF576 ZNF614 ZNF649 ZNF701 ZNF780A ZNF783 ZNF813 ZSCAN18 ZSCAN22 HAND1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAND1_TARGET_GENES ABCA4 ACACA ACER3 ACTN2 ACTR1B ACTR3 ACVR2A ADAM22 ADAMTS18 ADAMTS7P3 ADGRA2 ADGRV1 AGK AGK-DT AGPAT3 AHDC1 AIMP1 AK4 AKR7A2 ALDH1A2 ALDH3B1 ALPK2 AMD1 AMIGO1 AMOTL1 AMT ANKDD1A ANKRD10 ANKRD18B ANKRD18DP ANKRD40 ANXA8 ANXA8L1 AP1G1 APBA2 APLP2 ARHGDIB ARHGEF11 ARID4A ARRDC3 ARRDC3-AS1 ASB6 ASH1L ASXL3 ASXL3-DT ATP5F1A ATP6V1B2 BCL7C BECN1 BICD1 BICDL1 BLZF1 BOD1 C11orf68 C2orf49 C2orf49-DT C2orf92 CACYBP CAPRIN2 CAPS2 CASP3 CBFA2T2 CBR3-AS1 CBX6 CCDC122 CCDC124 CCDC92 CDC14B CDC16 CDH11 CDH3-AS1 CDK12 CDK17 CDK18 CDKN2D CDRT4 CDS1 CDYL CDYL-AS1 CELSR1 CFAP44 CFL2 CHD1-DT CHEK1 CHKA CHKA-DT CHMP4B CLCNKA CLDN10 CMAS CMTR1 COQ8B COX19 CPLANE1 CRLF3 CROCCP2 CRYGN CRYZL1 CSK CSRNP1 CTBP1 CTBP1-DT CTDP1 CTDP1-DT CTTNBP2 CTXND1 CUL4A CWC25 DAB2IP DACT3-AS1 DESI2 DGKZ DHRS4L1 DIAPH1 DIRC3 DNAAF1 DNAI1 DNAJC21 DNAJC27 DNAJC27-AS1 DNM1L DOK4 DPYD DRAP1 DUBR DUSP1 DYNC1LI2 DYNC1LI2-DT ECHDC1 EDC3 EEF1AKMT3 EFHC1 EFHD2 EFHD2-AS1 EGLN2 EIF2AK3-DT EIF4G1 ELOVL2 ELOVL2-AS1 ELOVL7 ENHO ENSG00000230021 ENSG00000236495 ENSG00000246331 ENSG00000257545 ENSG00000260063 ENTPD2 EPB41L3 EPOR EPS15 ERF ETS2-AS1 ETV5 EXOSC9 FAM114A1 FAM13B FAM163B FAM181B FAM222B FAM89A FBLN7 FBXL5 FBXO2 FER1L6-AS1 FHAD1 FHIP2A FKBP10 FOXN3 FRMD6 FRMPD2 FSTL3 FUCA2 FYN GABRA5 GABRP GALNT7-DT GAS1 GATC GCFC2 GEMIN7 GEMIN8 GLI2 GLIPR1L2 GLUL GNA11 GNAI1 GNB4 GPAM GPBAR1 HASPIN HDAC2 HDAC2-AS2 HDAC6 HEY2 HEY2-AS1 HIF1A-AS3 HIPK1 HIPK1-AS1 HLCS HM13-AS1 HOOK1 HRK HSDL1 HSPB6 HSPB7 ICE2 ID2 ID2-AS1 IDH2 IDH2-DT IKZF2 IL1R1 INPP5F IRAG1-AS1 ISL1 ISY1 ISY1-RAB43 ITGAE KAT6A KCNAB2 KCNB1 KCTD11 KCTD14 KCTD18 KCTD7 KDM2A KDM4C KHK KIF21A KLHL22 KPTN LACC1 LAMP1 LEMD2 LHFPL2 LIMS1 LINC00882 LINC00957 LINC01271 LINC01301 LINC01763 LINC02028 LINC02171 LINC02609 LINC02709 LMBRD1 LNC-LBCS LNCATV LNCTSI LRRC23 LTBR LUZP1 MAGOHB MAML3 MAN1C1 MAP2 MAPRE2 MARK4 MARVELD1 MBOAT2 MDK MED15 MET METTL1 MFAP3L MFSD12 MGAT5 MGAT5B MID1 MINK1 MIR4289 MIR4492 MIR4727 MIR574 MIR6124 MITF MNT MROH6 MRPL30P1 MRPS17 MSRA-DT MST1P2 MT-ND2 MT-ND4 MT-ND6 MT-RNR1 MT-RNR2 MT-TE MT-TF MT-TH MT-TI MT-TM MT-TS2 MT-TT MT-TV MTA3 MTCO3P12 MTRES1 MUC4 MYADM MYADM-AS1 MYO1D NAPA-AS1 NAXE NCOA2 NDUFA4 NEDD4L NHSL1 NHSL1-AS1 NKX2-3 NME7 NME9 NNT NOP56 NPAS2-AS1 NPL NR2F2-AS1 NT5C2 NXPE3 OLFML3 OSBPL8 P2RY6 P3H4 P4HB PALM PAQR8 PARVA PAXBP1-AS1 PCID2 PDCD7 PDE4D PDGFC PDHB PDXDC1 PEF1 PEF1-AS1 PHF10 PIAS2 PIK3C2B PINX1 PINX1-DT PKM PKMYT1 PKP4 PLA2G6 PON2 POPDC2 PPA2 PPIL6 PPP1R3E PPP2R2A PRIMPOL PRMT3 PROSER3 PSD3 PSKH2 PSME3 PSTK PTCH1 PXK RAB12 RAB2A RAB31 RAB7B RAC2 RAI14 RALY RANBP3 RASA4CP RBMS1 RDX RERE RESF1 RFLNA RIC8B RN7SKP114 RN7SL73P RNF121 RNF141 RNF187 RORA-AS1 RP9P RPL13P5 RPL18 RSRC1 RTN4 RUNX1T1 S100A11 S100A2 SATB2-AS1 SCMH1 SCMH1-DT SCN8A SCNN1A SEMA3C SEMA5A SEPTIN9 SERTAD4-AS1 SGO2 SGSM1 SH2D7 SH3BP4 SHISAL2B SIAH2 SIRT2 SKIL SLC11A2 SLC12A8 SLC16A1 SLC16A1-AS1 SLC22A2 SLC25A33 SLC30A1 SLC35B1 SLC38A2 SLC38A2-AS1 SLC66A1 SMARCAD1 SMARCAD1-DT SMPD2 SMURF2 SORL1 SP6 SPG21 SPHK2 SPRY4 SPSB2 SRF SRSF12 SSH1 SSU72 ST3GAL1 ST6GAL2 ST6GALNAC6 STAT1 SUGT1P3 SUPT16H SUPT4H1 SVEP1 SVOPL SYBU SYDE2 SYNJ1 TBCK TBL1XR1 TBRG4 TCAM1P TCF7L2 TFAP4 THY1 TMEM17 TMEM245 TNFAIP3 TNNT2 TPM3P9 TPP2 TPTE2P5 TRIAP1 TRNP1 TTLL7 TUBA1B TUBA1B-AS1 U2AF2 UBAP2 UBE2S ULK1 USP25 VMA21 VPS13D VPS51 VRK3 VSIG10 WNT3 WNT7B WNT9B WWC1 XNDC1N ZBTB34 ZNF22-AS1 ZNF341-AS1 ZNF426 ZNF426-DT ZNF473 ZNF510 ZNF527 ZNF614 ZNF639 ZNF664 ZNF682 ZNF761 ZNF813 ZNRF3-AS1 HBZ_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HBZ_TARGET_GENES ABCA13 ABCA15P ABCA6 ABCB9 ABCG1 ACAP1 ACMSD ACOXL ACOXL-AS1 ACSS2 ACTA2 ACTBP11 ACTRT1 ADAMTS7P4 ADGRG7 ADSS1 AFAP1L1 AFDN AGBL2 AHCYP2 AHI1 AIM2 AKAP11 AKAP5 AKAP7 AKAP9 AKTIP ALAS1 ALAS2 ALDH1A2 ALDH6A1 ALDOA ALG3 AMPD3 AMZ2P1 ANAPC16 ANK3 ANKIB1 ANKRD13C ANKRD28 ANO3 ANP32E ANTXR2 ANXA6 AOC1 AP1M1 AP1S2 AP2B1 AP3M2 AP5B1 APLF APPL1 AQP3 ARFGEF2 ARGFX ARHGAP24 ARHGAP31-AS1 ARHGAP45 ARHGEF12 ARHGEF7-IT1 ARID1B ARL14EPL ARL2BPP4 ARL6IP5 ARMC9 ARNT2 ARPP19 ARRDC3-AS1 ARSB ARSG ASPH ASS1P12 ATAD2B ATF7-NPFF ATG13 ATG16L1 ATG4A ATG5 ATG7 ATIC ATP13A4 ATP13A4-AS1 ATP1A1-AS1 ATP23 ATP2C1 ATP5PBP1 ATP6V0D2 ATP6V0E1P2 ATP6V1B1 ATP6V1G1P6 ATP8B4 ATPAF1 ATXN2 ATXN7L1 AZI2 AZIN1 B3GNT4 B4GALT7 BAG1 BAG6 BAGE2 BAZ2B BBC3 BCAP29 BCL2L1 BCL3 BEST3 BFSP1 BIN1 BLTP1 BLTP2 BPNT2P1 BRF1 BRWD1 BRWD1-AS1 BTC BTF3P16 BTRC BUD13 C12orf75-AS1 C12orf76 C1orf112 C1orf127 C2orf74 C2orf92 C3orf18 C3orf49 C3orf85 CA5BP1 CAB39 CACNA1A CACNA1C CACNA1C-IT1 CACNA2D4 CADM1 CALD1 CAMTA2 CAPN8 CAPRIN2 CAPZA2 CASP6 CATSPERB CBLB CBX3P5 CBX5 CCDC102B CCDC107 CCDC25 CCL3 CCL5 CCM2 CCNT1 CCR5 CCR7 CD160 CD163L1 CD48 CD59 CD69 CD70 CD83 CD86 CD96 CDC14B CDC37 CDC42BPB CDC42SE2 CDH26 CDH8 CDHR2 CDK2AP1 CDK5RAP2 CDKAL1 CEBPZOS CEDORA CENPF CENPI CENPK CENPN CENPO CEP57 CEP72 CFAP107 CFAP221 CFDP1 CFLAR CFTR CHCHD3P1 CHD8 CHI3L2 CHMP4AP1 CHODL CHRM3 CHRM3-AS2 CHSY1 CIBAR1 CIITA CIP2A CISH CLASP1 CLDN12 CLDN4 CLDND1 CLEC16A CLEC1B CLEC2D CLIC5 CLIP4 CLMP CLTC CLU CMSS1 CNPPD1 CNR1 CNTD1 CNTN1 CNTN3 COG2 COG3 COL4A1 COL4A5 COL6A5 COLGALT2 COMMD2 COMMD6 COX11 CPAMD8 CPD CPEB4 CPT2 CRADD CREB1 CREBZF CRK CRYGGP CRYM CRYZL1 CSF1R CSF2 CSF2RA CSK CSTF2T CTBP2P7 CTBS CTNNA1 CTNNBL1 CTSH CUL9 CWC27 CXADRP3 CXCL10 CXCR1 CYP1B1-AS1 CYP2R1 CYTH1 CYTIP DAAM1 DAB2IP DCAF8 DCAF8-DT DDHD1 DDHD1-DT DDR2 DDX24 DDX50 DDX50P2 DEFB128 DENND2B-AS1 DENND2D DEPTOR DGKD DGUOK DHRS4-AS1 DHRS4L2 DHX32 DHX33 DHX36 DIAPH3 DIO2-AS1 DKK4 DLD DLG2-AS2 DMAC2L DNAH14 DNAH7 DNAH8 DNAJB4 DNAJC18 DOCK10 DOCK7 DONSON DPEP1 DPH5-DT DPP3 DPP3-DT DPP8 DPPA3P7 DPPA3P9 DPT DST DTNB DTX4 DUS4L DZIP3 ECE2 EDRF1 EEF1A1P23 EEF1GP4 EFTUD2 EGFEM1P EGR2 EIF2A EIF2S3 EIF4E ELMOD3 ELOCP28 EML2 EMP1 EMP3 ENO3 ENSG00000183154 ENSG00000189316 ENSG00000201316 ENSG00000202059 ENSG00000206649 ENSG00000214803 ENSG00000235978 ENSG00000236935 ENSG00000239096 ENSG00000253452 ENSG00000253842 ENSG00000256442 ENSG00000265222 ENSG00000265246 ENSG00000267882 ENTPD6 ENTR1 EPB41L2 EPHA4 EPHX4 ERCC5 ERICH3 ESCO2 ESRRG ETNPPL ETS1-AS1 ETV1 EVA1A-AS EXOC4 EXOSC10 EZH1 F13B FABP5P5 FABP9 FAIM FAM107B FAM118A FAM149B1P1 FAM161B FAM217B FAS FBN1 FBRS FBXO27 FBXO38 FBXO48 FCF1P8 FEZ1 FGD2 FGF12-AS3 FGF14 FHIT FHOD3 FILIP1 FKBP1A FLI1 FLJ46284 FMO5 FN1 FNIP1 FOCAD FOLH1B FRG1HP FRS2 FTCD FUBP3 FUNDC2P3 FXYD5 FYTTD1 GALNT13 GALNT5 GAR1-DT GART GBA1 GC GCK GCNT1 GDE1 GEMIN8 GFPT2 GINS4 GLB1 GLUL GNAS GON4L GOSR2 GPBP1L1 GPNMB GPR107 GPR15 GPR171 GPR183 GPR89A GRAMD1A GRB10 GREB1 GREB1L GRIN2A GSAP GSN GSTA4 GSTO2 GSTP1 GSX1 GTF2E2 GULP1 GYG1 H2BC7 H2BC8 H3C11 H4C16 H4C5 H6PD HARS2 HCFC1-AS1 HCG14 HDAC2-AS2 HDAC9 HDLBP HECTD1 HECW2 HESX1 HEY2-AS1 HHLA3 HIF1A HIVEP1 HIVEP3 HLA-A HLA-DQA1 HMGB1 HMGB1P32 HMGB3P26 HMGB3P32 HMGN2P31 HMGN2P8 HNRNPA1 HNRNPH1P3 HNRNPRP1 HOMER1 HOOK2 HOXB-AS2 HOXB3 HOXC13-AS HPS4 HRH1 HSD17B7 HSP90AB2P HTATSF1P2 HTR3D HTR5A HTT IER5L-AS1 IFITM3P6 IFT27 IFT46 IFT88 IGF2BP3 IGHV3-64D IGLV3-22 IKZF1 IKZF2 IL17F IL1R2 IL23R IL2RA IL6ST ING3 INSIG1 INTS4 INTS6 INTU IPO4 IQCC IQCF5 IRAK1BP1 ISL2 ITFG2 ITGA6-AS1 ITGAL ITGB4 ITIH5 ITPK1 JCAD JMY KBTBD2 KCNC2 KCNE3 KCNMB3 KCNQ5 KCTD11 KCTD3 KCTD4 KDM2B KIAA1217 KIF16B KLC4 KMT2A KNG1 KNL1 KPNA4 KRT18P24 KSR1 KTI12 LACTB LAMTOR5-AS1 LARP4 LATS1 LCN10 LGALS12 LILRA1 LILRA2 LIMA1 LIMK1 LIN52 LINC00184 LINC00222 LINC00314 LINC00350 LINC00431 LINC00511 LINC00533 LINC00544 LINC00564 LINC00649 LINC00682 LINC00944 LINC01014 LINC01102 LINC01111 LINC01132 LINC01152 LINC01179 LINC01180 LINC01262 LINC01270 LINC01271 LINC01304 LINC01366 LINC01392 LINC01433 LINC01485 LINC01585 LINC01588 LINC01605 LINC01619 LINC01675 LINC01841 LINC01844 LINC01846 LINC01865 LINC01934 LINC02052 LINC02073 LINC02077 LINC02099 LINC02144 LINC02149 LINC02155 LINC02195 LINC02274 LINC02306 LINC02324 LINC02325 LINC02345 LINC02384 LINC02392 LINC02427 LINC02458 LINC02480 LINC02526 LINC02541 LINC02546 LINC02579 LINC02583 LINC02694 LINC02755 LINC02815 LINC02888 LINC02890 LINC02901 LINC02933 LINC02954 LINC02997 LINC03108 LINC03110 LINGO2 LMNA LNCATV LNCTSI LNX1-AS1 LOC102725019 LOC124904669 LOC124904983 LOC124904986 LONRF1 LOXL3 LRIG3 LRRC63 LRRCC1 LRRFIP2 LSM14A LSM3 LSMEM1 LTBP1 LUCAT1 LYRM9 LZIC LZTFL1 MACF1 MACO1 MAGOH2P MAILR MAP1S MAP2K3 MAP3K4 MAP3K6 MAP3K7CL MAP3K8 MAP4K2 MAP4K3-DT MAPK6 MAPK6P1 MAPKAPK3 MAPRE2 MARK2 MBD3 MBIP MBP MCCC2 MCFD2 MCM9 MCPH1 MDM2 MECR MED12L MEF2C MEIS1 MEIS1-AS2 MEIS2 METTL18 METTL21A MFSD1 MFSD11 MGME1 MICU2 MIGA1 MINCR MINDY1 MIPEP MIR1296 MIR1321 MIR1471 MIR153-2 MIR155HG MIR196A1 MIR298 MIR3668 MIR3926-2 MIR3945 MIR4256 MIR4269 MIR4423 MIR4439 MIR4801 MIR607 MIR6083 MIR7848 MIR99AHG MIRLET7I MKX-AS1 MLYCD MMP8 MOB3B MON2 MPO MPP7 MPPE1 MPRIP MRPL1 MRPL3 MRPL42P3 MRPL46 MRPS31P1 MRPS36P3 MRPS36P5 MRPS6P4 MSANTD3 MSC-AS1 MSH2 MSH4 MTATP6P29 MTCO1P14 MTCO3P29 MTHFD1 MTIF2 MTMR14 MTND1P29 MTND2P7 MUC19 MYEOV MYH9 MYO16 MYO16-AS2 MYO1B MYO1D MYOF NACC1 NADK NAMPTP2 NAP1L4 NBAS NCAPD2 NCEH1 NDUFA9 NDUFB5 NDUFS1 NDUFV2 NEDD4 NEIL3 NEK6 NELFB NELFCD NEMP2 NEMP2-DT NFATC2 NFATC3 NFXL1 NGEF NIBAN2 NINJ2 NIPAL2 NME7 NMI NMNAT1 NNT-AS1 NOP14-AS1 NPAS2 NPFF NR2C1 NR2C2 NRBP1 NRIP1 NRP1 NRXN3 NSRP1 NT5DC3 NUBPL NUCB2 NUF2 NUMB NUP214 NUP37 NUP43 NXF4 NXPE1 NXT1 ODF2L OLR1 OPRM1 OR2G6 OR2M7 OR3B1P OR4A43P OR4C16 OR4C50P OR4P4 OR51A2 OR51K1P OR51M1 OR5AR1 OR7A3P OR7E85BP OR7E90P ORMDL1 OSBPL6 OTOGL OTP OTUB2 OTUD5 OTUD7B P2RY1 P4HA1 P4HB PABPC1 PALLD PALS2 PAN3 PAPPA-AS2 PARK7 PBX1 PCBP1-AS1 PCDHA13 PCDHGB9P PCID2 PCMT1 PCNX1 PDCD1LG2 PDE4A PDE6A PDE6C PDGFC PDGFRA PDGFRL PDHA1P1 PDK2 PDP1 PDPK1 PFDN1 PFN1 PGRMC2 PHACTR3 PHF1 PHF11 PHF12 PHF14 PHF6 PHKB PHTF1 PIEZO2 PIGL PIGQ PIK3C3 PIP4K2B PKM PLA2G6 PLA2G7 PLAAT2 PLCL2-AS1 PLEKHA5 PLGRKT PLPPR4 PLXND1 PMAIP1 PMCH PNP POC1B POLDIP2 POLG2 PON1 PPA2 PPCDC PPP1CB-DT PPP1R11 PPP1R3B-DT PPP2R2B-IT1 PPP2R5C PPP3CA PPP6R1 PRDM1 PRDX1 PREB PRECSIT PREP PRH1 PRKAG2 PRKCH PRKD3 PRKG2-AS1 PRMT5P1 PROCR PRPF40A PRPF40B PRXL2A PSEN1 PSMA3 PSMA4 PSMC3IP PSMD1 PSPC1 PTGER4 PTHLH PTK2B PTMAP5 PTPA PTPN2 PTPN22 PTRHD1 PURPL PYGB PYGL RAB30 RAB7A RAD17P1 RAD51AP1 RAD51B RANBP3L RAPGEF6 RASGEF1C RASGRP3 RBM28 RBMS1 RBX1P2 RCAN1 RCOR3 RDM1P3 REG1CP REL REL-DT RETREG2 RETSAT RFFL RGS13 RGS6 RHEB RHOBTB3 RHOC RHOH RHOU RIN1 RMRP RN7SK RN7SKP13 RN7SKP139 RN7SKP216 RN7SL172P RN7SL221P RN7SL48P RN7SL568P RN7SL646P RN7SL674P RN7SL68P RN7SL735P RNA5SP113 RNA5SP137 RNA5SP192 RNA5SP325 RNA5SP374 RNA5SP44 RNA5SP493 RNF135 RNF138P2 RNF186 RNF43 RNPC3 RNPEP RNU1-19P RNU2-12P RNU2-2P RNU4-1 RNU6-1011P RNU6-1014P RNU6-1081P RNU6-1088P RNU6-1149P RNU6-165P RNU6-316P RNU6-374P RNU6-488P RNU6-571P RNU6-821P RNU6-951P RNU6-954P RNU6-971P RNU6ATAC32P RNU6ATAC4P RNU7-27P RP1 RP9 RPA3 RPL10P14 RPL23AP55 RPL29P28 RPL29P29 RPL32P23 RPL36AP38 RPL3P3 RPL6 RPL6P19 RPL7AP66 RPL7AP75 RPRD2 RPS12 RPS15AP3 RPS16P2 RPS27AP11 RPS27P1 RPS3AP18 RPS3AP27 RRAGAP1 RRM2 RSPO2 RWDD1 S100A5 SALL2 SAMSN1 SAMSN1-AS1 SANBR SAP30 SARNP SASH1 SATB1 SBNO1 SCAPER SCARB1 SCYL3 SDHAP4 SEC31B SEPTIN2 SEPTIN7P2 SERPINB8 SERPINE4P SETD1A SEZ6L SFPQ SGK1 SH2D1A SHROOM3-AS1 SIPA1L1 SIRT5 SKP2 SLC12A6 SLC12A8 SLC13A4 SLC15A4 SLC16A5 SLC1A2 SLC1A3 SLC22A23 SLC25A12 SLC25A28 SLC25A28-DT SLC25A32 SLC25A46 SLC26A4 SLC30A6 SLC30A6-DT SLC34A2 SLC35A1 SLC35G1 SLC38A2 SLC39A8 SLC41A2 SLC4A10 SLC4A4 SLC4A8 SLC8A1-AS1 SLC9A9 SLCO2B1 SLIRPP1 SMAD4 SMARCA2 SMC2 SMC2-DT SMC3P1 SMG6 SMIM7P1 SNORA70 SNORD13D SNORD53 SNORD59A SNRPB SNRPCP19 SNX5 SOCS5P5 SOX2 SOX5 SP100 SP110 SP140 SPESP1 SPG11 SPHKAP SPOCK3 SQOR SQSTM1 SRD5A3-AS1 SRFBP1 SRP72P2 SRSF2 SRSF3 SRSF7 SSBL6P SSPN SSUH2 STAT1 STAT4-AS1 STAT6 STATH STK38L STMN1 STPG1 STPG3-AS1 STRN3 STRN4 STT3A STX1A STXBP1 STXBP4 STXBP5-AS1 STYK1 SUB1 SULT6B1 SUMO2P7 SUSD4 SYCP2 SYNE2 SYNJ1 SYNM-AS2 SYT1 TARS2 TAS2R40 TAS2R7 TBC1D1 TBC1D5 TBL1X TBL1XR1 TCF7 TCF7L2 TCP11 TECR TEMN3-AS1 TENT4B TEX26-AS1 TEX45 TEX48 TFIP11 TG TGFBR1 THADA THBS4 THNSL2 THOC1 THOC1-DT THUMPD3 TIAL1 TICAM1 TJP1 TJP2 TLK1 TLK2 TLN2 TM2D1 TM4SF4 TM7SF3 TM9SF4 TMBIM4 TMBIM6 TMEM100 TMEM161B-DT TMEM183A TMEM199 TMEM212 TMEM229B TMEM230 TMEM243 TMEM52B TMEM63B TMEM91 TMPO TMX1 TMX3 TMX4 TNC TNFSF14 TNIP1 TNIP2 TOMM40P4 TP53 TP53BP1 TP63 TPM4 TPRG1 TPST2 TRG-AS1 TRGV6 TRIM59 TRIQK TRMT1 TRPC1 TRPC4 TTC21B TTC28-AS1 TTC38 TTN TTN-AS1 TWF1 TXNP6 UBA6-DT UBAC2 UBE2H UBE2Q1 UBE2S UBE2V1 UNKL USP3 USP34 USP34-DT USP40 USP45 USP53 USP54 UST-AS2 UTS2B VIT VNN3P VOPP1 VPS28 VPS35L VWA5A VWC2L WAC WARS1P1 WBP11P1 WDR1 WDR74 WFDC11 WRAP53 WWTR1 XPO1 XYLT1 YES1 YOD1 ZC3H4 ZCCHC14 ZDHHC13 ZDHHC20 ZEB1 ZFAS1 ZFP41 ZFP42 ZFPM2-AS1 ZFR2 ZNF175 ZNF224 ZNF33CP ZNF385D ZNF585B ZNF687 ZNF687-AS1 ZNF771 ZNF846 ZSCAN16-AS1 ZSWIM5 ZYG11AP1 HDAC4_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HDAC4_TARGET_GENES AAMDC ABITRAM ACADSB ACBD4 ACTR2 ADAMTSL1 ADAMTSL4-AS1 ADD1 ADGRL1 AFF3 AIFM1 AK2 AKNA AKR1E2 ALDH1A1 ALG10B ALKBH6 ALKBH7 AMOTL2 ANKEF1 ANKRD11 ANKRD16 ANKRD23 ANKRD24 ANKRD36BP2 ANKRD39 ANKRD54 ANXA2R AP1S3 AP2A1 AP2S1 AP3B1 AP3S2 AP4M1 AQR ARHGEF2 ARID1A ARID5A ARRDC3 ATL3 ATN1 ATP2C1 ATP5F1E ATP5MG ATRAID AURKAIP1 AXIN2 BACH2 BANP BARHL1 BAZ2A BBX BEND3 BFAR BMAL1 BMF BOD1 BPNT1 BRINP2 BUB1 C11orf68 C12orf4 C1orf109 C2orf42 C8orf33 CABLES2 CALCOCO1 CALM1 CALM3 CAPS2 CARS2 CCDC144BP CCL3 CCL5 CCNC CCNI CCNL1 CCT4 CDC20 CDC20-DT CDCA3 CDCA8 CDYL CDYL-AS1 CELF3 CENPU CENPX CEP112 CEP250 CEP89 CHCHD10 CHD6 CHD9 CHMP4B CHTF8 CIC CISD1 CITED2 CLPB CLPTM1L CMAHP CMSS1 CNOT1 COA1 COMMD1 COPE COPS2 CP CPSF3 CPSF6 CRACDL CRLF3 CSGALNACT2 CSGALNACT2-DT CTBP1 CTBP1-DT CTDP1 CTNNB1 CTU2 CWC15 CYP2R1 CYP51A1 CYP51A1-AS1 DCP1A DDOST DDX1 DDX39B DDX39B-AS1 DDX49 DDX51 DENND10 DENND4A DGKZ DHX8 DIMT1P1 DIPK2A DLGAP1-AS1 DMAP1 DNM2 DOCK2 DPP9 DRAP1 DUSP19 DYM DZANK1 ECT2 EDIL3 EGR2 EHF EIF2D EIF4A1 EIF4A2 ELP1 EMCN EMG1 EML2 EMX1 ENDOV ENPP3 ENPP4 ENSG00000233230 ENSG00000261335 ENSG00000266401 EPB41L4A-AS1 EPRS1 EPS15 ERC1 ERCC1 ERP44 EVI2A EVI5L EXD3 FAAP24 FABP5P3 FAM111B FAM117A FAM3C FAP FASTKD1 FBH1 FBXL19 FBXL19-AS1 FBXO11 FBXO15 FBXO3 FBXO31 FBXO38 FBXO38-DT FEM1A FGF22 FHAD1 FHAD1-AS1 FHIP2A FLYWCH1 FOXK1 FOXK2 FOXP2 FRS2 FSD2 FUT10 GABBR1 GALK2 GAPDHP2 GATB GCLC GDAP2 GDF5 GFI1B GFM2 GLMP GLOD4 GLUD1 GNAS GNPTG GOT2P7 GPBP1 GPR108 GRK6 GSK3A GTPBP3 H1-4 H2AC10P H2AC12 H2BC10 H2BC12 H3-3B H4C2 H4C3 H4C4 HDAC5 HDAC9 HELQ HEXIM2 HEXIM2-AS1 HJV HM13-AS1 HMGB1 HNF4A HNRNPC HRAS HRCT1 HSD17B12 HSH2D HSPB6 IARS2 ID2-AS1 IFI44L IFNAR2 IFRD2 IFTAP IGSF8 IKZF5 ILF2 ING1 ING4 INO80C INSR INTS1 INTS10 INTS4 INVS IPP IRAG2 IRF1 IRF2BPL IRX5 ITGB1BP1 ITGB7 JCHAIN JRK KANSL3 KAT6A KAT7 KAT8 KATNB1 KBTBD4 KCNH1 KCNH1-IT1 KCNN3 KCTD1 KDM4D KDSR KIAA0825 KIF16B KIF1B KLF5 KLF6 KLHL20 KMT2C KMT5B KPNB1 KRT23 LAMP1 LAS1L LIG3 LIMK2 LINC00352 LINC00431 LINC00963 LINC01124 LINC01132 LINC01186 LINC01348 LINC01460 LINC01480 LINC01547 LINC01719 LINC01776 LINC01798 LINC01873 LINC01962 LINC02015 LINC02084 LINC02090 LINC02240 LINC02391 LINC02551 LINC02904 LINC02937 LINC02960 LINC03092 LINC03108 LNC-LBCS LOC124905170 LRP3 LRRC14B LRRC45 LTBP4 LY9 LZIC MADCAM1 MAFA MALAT1 MAP1LC3B MAP2 MAP3K8 MAPKAPK5 MAPKAPK5-AS1 MAPKBP1 MCCC1 MCM7 MCM8 MCRIP2 MDH1 MED23 MED26 METTL26 MFAP3L MIR100HG MIR125B1 MIR1289-1 MIR133A1HG MIR153-1 MIR3143 MIR5188 MIR548AW MIR638 MIR802 MKKS MMP11 MMP20 MNT MORN1 MPP7 MRM3 MRPS17 MRPS18C MSR1 MTMR14 MTRF1 MUC20-OT1 MXD3 MXI1 MYCBP2 MYLIP MYO15B MYOM2 NAA35 NABP2 NAV3 NCBP2 NCBP2AS2 NCLN NCOA7 NDC1 NDUFAF1 NDUFAF4P1 NDUFAF8 NDUFS3 NDUFV2 NEK10 NFATC4 NFIB-AS1 NIPSNAP2 NLGN2 NLK NMI NMNAT1 NOC4L NOP16 NOXA1 NPC1 NR1H2 NR6A1 NSA2 NSL1 NSUN2 NSUN4 NTHL1 NUBP2 NUDT16 NUDT16-DT NUP88 OAT ODAD2 OR4H12P OSBPL2 OTUD7B PADI1 PAFAH1B2P2 PAG1 PANK4 PARAL1 PARN PAXIP1-AS2 PCAT14 PCBP3 PDE12 PDGFC PDP2 PDPK1 PECAM1 PEMT PET100 PFDN4 PHB2 PHF1 PHF12 PIGV PIM1 PIP4K2A PIP4P2 PIPOX PKP2 PLAC1 PMEL POLE POLG POLG-DT POLR2D POLR3F PPP1R37 PPP5D1P PRDM2 PROSER3 PRPF18 PRR11 PSAP PSCA PSMD4 PSMF1 PTEN PTPN6 PUM3 PWWP2A PXMP2 RAB40B RAB5B RABEP1 RAD51AP1 RAD51AP2 RAD51B RAP2A RAP2B RAPGEF1 RASA2 RBBP5 RBM45 RBM47 RCOR2 RECQL5 RER1 RFX1 RGL1 RGS16 RHOT2 RIIAD1 RN7SL108P RN7SL847P RNF166 RNF2 RNF213-AS1 RNU4-1 RNU5E-4P RNU5F-1 RNU6-1158P RNU6-351P RNVU1-19 RNVU1-30 RNVU1-6 RPAIN RPL32 RPL7P50 RPS14 RPS26 RPS7 RRAGA RRAS RSF1 RUSF1 RWDD1 SAP30BP SAXO1 SCRIB SEC14L1 SEC22C SELENOH SEPTIN9 SFSWAP SGMS1 SGMS1-AS1 SH3GL1 SHB SHLD2 SINHCAF SIRT6 SKA2 SKIL SLC1A5 SLC22A23 SLC22A4 SLC33A1 SLC5A6 SLC66A2 SLC9A1 SLF1 SLX4IP SLX9 SMAD3 SMARCD2 SMARCE1 SMCO1 SNAPC4 SNORA13 SNORA48 SNORD12C SNORD84 SNRNP200 SNX16 SP2 SP2-DT SP5 SPG7 SPRED1 SPRED2 SPSB3 SRD5A1 SSBP1 SSBP2 SSR3 ST20 ST3GAL1 STAT1 STAU1 STIP1 STK11 STK17A STK25 STOML2 STPG1 STX16 STX16-NPEPL1 SUZ12P1 SYMPK SYT7 TAF15 TAF4 TAF5L TARS2 TATDN3 TBL1X TBL1XR1 TCEA2 TCF12 TCF3 TDRD7 TELO2 TEPSIN THADA THNSL2 THOC5 TIMM21 TIMM22 TJP3 TK2 TLDC2 TLR5 TM2D1 TM4SF18 TMEM184C TMEM184C-DT TMEM245 TMEM256 TMEM256-PLSCR3 TMEM94 TNFAIP8L1 TNFRSF17 TOP2A TPM4 TPST1 TRAF1 TRAPPC12-AS1 TRAPPC9 TRDMT1 TRIB1 TRIM36 TRIM7-AS2 TRIP10 TRMT6 TSBP1-AS1 TSC1 TSC2 TSN TSR3 TSTD1 TXNDC11 TXNDC5 TYK2 U2AF2 U2SURP UBAC1 UBC UBIAD1 UBR5 UNK UPF2 URB2 USP3 USPL1 UTP4 VARS1 VDR VMP1 VPS13D VPS50 VRK1 VTRNA1-1 WAPL WAPL-DT WASL WASL-DT WDCP WDPCP WDR24 WDR3 WDR31 WDR83 WDR83OS WEE2-AS1 WIPI1 WT1 XAB2 XBP1 XPO1 XPOT ZC3H6 ZC3HAV1 ZCCHC4 ZFAND2A ZFAND2A-DT ZFAS1 ZFYVE26 ZMIZ1 ZMIZ1-AS1 ZMYND8 ZNF131 ZNF268 ZNF280D ZNF341-AS1 ZNF37BP ZNF395 ZNF451 ZNF484 ZNF486 ZNF608 ZNF609 ZNF669 ZNF689 ZNF773 ZNFX1 ZSCAN12 HDAC8_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HDAC8_TARGET_GENES ABHD5 ADGRB3 ADGRB3-DT AGO3 AIMP2 AKR1A1 ANKMY1 ANKRD65 ANO10 ARF1 ARHGDIA ASAP3 ATF7IP2 BANCR BCL7C BEST1 BMP8B BRME1 BRWD1 BRWD1-AS2 C19orf38 CC2D1A CCDC106 CCDC136 CCDC137 CDK5RAP2 CMTM3 CPNE2 DGCR2 DHRS13 DHX40 DNAJC11 DNLZ DNM1 DPH6 DPH6-DT DUSP28 EBAG9 ECE1 ENO1 ENSG00000261840 ENSG00000268460 EPM2A-DT FAH FAM53A FBXO30 FHL2 FOXK2 GAREM2 GPR176 GPR176-DT GTF2IRD1 HIPK2 HLCS-AS1 HNRNPH1 HTR5A IBA57 IBA57-DT IGFL2-AS1 IL23A IRF2BP2 ITFG1-AS1 JMJD1C KEAP1 KHSRP LEPROTL1 LIN9 LINC00029 LINC00824 LINC01056 LINC01547 LINC01635 LINC01732 LINC02983 LINC02985 LINC03016 LSM10 MACROH2A1 MAP2K7 MAZ MCRS1 MIR1205 MIR4766 MIR7-3 MIR7-3HG MPC1 MZT2A NAGLU NDC1 NDUFAB1 NETO2 NUDT18 NUMBL OPLAH PARP12 PCBP1-AS1 PDCD5 PEMT PIGL PIGP PMS2 PNMT POLE4 POMGNT2 PRPF40B PTMA PTTG1IP QSOX1 RAB4A RAB4A-AS1 RANBP1 RBBP4 RBM33 RBM33-DT REPIN1 RHOT2 RIN3 RNF220 SEC14L1 SEH1L SFT2D2 SH2D2A SLC20A1 SLC20A1-DT SLC25A6 SLC7A5P2 SLX9 SMG1P3 SMIM15-AS1 SMPD4BP SNHG20 SNX27 SQSTM1 SRCAP STRIP1 SUMO2 SYF2 SYNJ1 SYPL1 TBC1D13 TBX6 TBXAS1 TMED1 TMEM131L TMEM204 TMEM245 TNFRSF1B TRAPPC10 TRMT2A TUBGCP2 TULP2 UBE2E3 UBE2E3-DT UBE3C USP48 UTP11 VPS51 VSIG10L VSIG10L-AS1 WDR81 XPOT YPEL1 ZBTB8OS ZFYVE1 ZNF511 ZNF511-PRAP1 ZNF580 ZNF581 ZNF775 ZSCAN31 HDGF_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HDGF_TARGET_GENES AATBC ABHD14B ABHD2 ABL1 ACAA1 ACADVL ACAP2 ACKR1 ACP5 ACSBG2 ACTL6A ACTMAP ACTR3 ACVR2A ADAMTS10 ADAMTS14 ADD3 ADGRG1 ADK AFG3L2 AGBL2 AGFG2 AGPAT3 AHCYL1 AIF1 AIFM1 AK3 AK6 AKNA ALDOA ALG1L10P AMMECR1L ANGEL2 ANKRD13D ANO7L1 ANTXR2 ANXA2 AP1B1 AP1S1 AP1S3 AP2A1 AP3M1 AP4B1 APOBEC3C APOBEC3D APOBEC3G APOBR AQP1 ARFGEF2 ARHGAP17 ARHGAP26 ARHGAP45 ARHGEF1 ARHGEF2 ARHGEF2-AS2 ARHGEF7 ARID3B ARL5A ARPC5 ARRB1 ARSA ASAP3 ASB7 ASH1L-AS1 ASIC1 ATAD2 ATAD5 ATF5 ATG13 ATL3 ATN1 ATP2B1 ATP5F1C ATP5MC1 ATP5PD ATP6V0A2 AVPR2 B3GNT8 BAD BAIAP2 BAIAP3 BBLN BCS1L BLVRB BMF BORCS7 BRD2 BRD3OS BRPF1 BRSK1 BSDC1 BTBD2 C11orf21 C11orf98 C16orf46-DT C17orf49 C17orf58 C19orf25 C19orf38 C19orf53 C1orf43 C20orf204 C22orf23 C2CD2 C7orf50 CA5B CACNB3 CACUL1 CAPG CAPZB CARD8 CASP7 CASP8 CASTOR1 CATSPER1 CATSPERD CBFA2T3 CBLN3 CBR3-AS1 CC2D1B CCDC12 CCDC187 CCDC33 CCDC71L CCDC87 CCDC88B CCL5 CCM2 CCND2 CCS CCT6P3 CCZ1 CCZ1B CD22 CD274 CDC25A CDC25C CDC34 CDC42BPG CDK5RAP3 CDKL1 CDNF CDON CENPQ CENPX CEP164 CEP57 CFLAR-AS1 CHCT1 CHD4 CHD9NB CHEK2 CHMP3 CHST12 CIC CIRBP CIRBP-AS1 CKAP5 CKS2 CLK3 CLN3 CLTA CLUAP1 CMIP CNDP2 CNOT6 CNP CNPPD1 COLGALT1 COQ8A COQ8B CORO1A COX7C CPAMD8 CPT1C CRACR2B CRHR1 CRKL CRTC1 CRTC3 CRYAB CRYBG2 CRYZL1 CSE1L CSNK1D CSNK1E CSNK2A2 CSRNP1 CTC-338M12.4 CTDSPL CTHRC1 CTNNBIP1 CTTNBP2 CUEDC2 CUL3 CYB5D1 CYP2F2P CYRIB DAB1 DACT3 DACT3-AS1 DAO DAP3 DAZAP1 DBP DCAF10 DCAF16 DCLRE1B DCUN1D2 DDB1 DDR1 DDX54 DDX6 DEDD DENND10 DENND4B DHPS DHRS13 DHX30 DIABLO DLG1 DLG4 DMAP1 DNAJB1 DNAJB11 DNAJC21 DNASE1L1 DNM1P51 DNMT3B DOK4 DOP1B DPF1 DTX4 DUSP22 E2F3 EBI3 ECHDC2 EEF2KMT EEPD1 EHD1 EIF1AX EIF1P3 EIF3A EIF4B EIF4E EIF4EBP2 EIF5 ELOC EMP3 ENSG00000233223 ENSG00000259881 ENSG00000271858 ENSG00000272447 EOLA1 EOLA1-DT EP300 EPDR1 EPHX2 EPS15L1 EPS8 EPS8L1 ERAP1 ERCC1 ESRRA ETS2 EXOSC4 FABP6-AS1 FAH FAM111A FAM118B FAM138E FAM178B FAM185A FAM27B FAM72A FAM76B FAM86B3P FAM86EP FAM89A FAM89B FAM90A1 FANCE FAU FBRS FBXL12 FBXL6 FBXO27 FCER2 FCHO1 FCMR FGFR4 FGGY FHIP1B FHL1P1 FIZ1 FKBP2 FLOT2 FN3KRP FNDC11 FOSL2 FOXA3 FOXK1 FOXK2 FOXN2 FOXP4 FOXS1 FRG1HP FTX FXYD1 FYN G6PC3 G6PD GAPVD1 GAS5 GATA1 GCSH GFY GGT7 GIGYF2 GINS3 GK5 GLB1L2 GMFB GNAI2 GNAS GNB2 GOLGA7 GPR137 GPR55 GPR84-AS1 GRK2 GRK6 GRPEL1 GSEC GSTA4 GSTO1 GUK1 H4C1 H4C16 HADHB HARBI1 HBE1 HCFC1R1 HDAC11 HDAC7 HDDC2 HEXD-IT1 HEXIM1 HLA-A HMG20B HNRNPA0 HNRNPF HNRNPR HRAS HROB HS1BP3-IT1 HSCB HSP90AA1 HTD2 HTT HYPK ICMT ICMT-DT IFFO1 IFT122 IGLV6-57 IL2RB ILK ILRUN-AS1 INO80E INPP5A INPP5F INTS4 IPO13 IPO5 IPO8 IQGAP1 IQSEC1 IQUB ISG20 ISOC2 IST1 ITGA5 ITGB2 ITGB2-AS1 ITSN1 JCAD KANK2 KANSL2 KAT6A KCNAB2 KCNH2 KCNIP2 KCTD2 KDM1B KHNYN KIAA0319 KIAA2013 KIDINS220 KIF18B-DT KIFC3 KIN KISS1R KLHL22 KLHL26 KLHL6 KRBA1 L1CAM L3MBTL1 LACTB LAGE3 LAPTM4A LAPTM4A-DT LCNL1 LIG1 LINC00115 LINC00475 LINC00877 LINC00957 LINC00963 LINC00964 LINC01002 LINC01023 LINC01128 LINC01145 LINC01237 LINC01353 LINC01605 LINC01671 LINC02912 LINC02918 LINC02977 LINC03108 LINS1 LMNA LMO4 LONP1 LPAR1 LPXN LRP8 LRRC23 LRRC37B LRRC45 LRRC56 LRSAM1 LRWD1 LSP1 LTBP3 LTBP4 LYRM7 MACIR MAD1L1 MADD MAEL MAG MAJIN MAN2A2 MAP3K14 MAP3K14-AS1 MAP3K3 MAP3K6 MAPK12 MARCHF9 MARK2 MARK4 MAST3 MATCAP1 MBD4 MCAM MCOLN1 MCRIP1 MEF2A MEF2B METAP1 MEX3D MFSD12 MGAT3 MGAT4B MIB2 MICOS13 MINDY1 MINK1 MIR1282 MIR153-1 MIR3180-5 MIR3667HG MIR4530 MIR497HG MIRLET7I MIRLET7IHG MKLN1-AS MOGS MRI1 MROH6 MRPL20 MRPL49 MRPS36 MSMP MSRB2 MST1R MTFR1L MTMR4 MTMR9LP MTRF1L MVP-DT MYCBP2-AS1 MYH9 MYL11 MYL6B MYRF MYRF-AS1 NAA38 NAE1 NAPA NBPF11 NCAPG NCOA2 NCOA4 NCOR2 NDRG4 NDUFS2 NEAT1 NECAP1 NEK6 NFATC4 NFIC NIPBL NKPD1 NNT-AS1 NOL10 NOL4L NOMO1 NPEPPS NPHP4 NPM3 NR2F6 NR4A1 NRSN2 NRSN2-AS1 NSD3 NT5DC4 NTAQ1 NTNG2 NUFIP2 NUP133 NUP155 NUP85 NUP98 ODF2 OMA1 OSBPL2 OST4 OTUD6B OTUD6B-AS1 P2RY6 PABIR3 PABPC1 PARN PARP10 PBX2 PCBP2 PCGF3 PCLAF PDCD1 PDCD5 PDIA4 PDLIM2 PDLIM7-AS1 PDXK PDZK1IP1 PEX14 PFKP PGAP2 PGD PGF PHF1 PHF13 PHF19 PHF5A PHLDB1 PIERCE1 PIGG PIP4K2B PITRM1 PJVK PKD1 PKIG PKM PLA2G6 PLAUR PLEKHM1 PLOD1 PLTP PNCK PNPLA6 PNRC1 PNRC1-DT POLD1 POLR1HASP POLR2J PPAN PPAN-P2RY11 PPARA PPFIA3 PPIA PPM1F PPM1F-AS1 PPM1J PPM1J-DT PPM1N PPP1R27 PPP1R37 PPP1R3E PRCC PRDM8 PRDX3 PRKACA PRKAR1A PRKAR1B-AS1 PRKD2 PRKRA PRRT2 PRSS8 PRX PRXL2B PSD4 PSMB6 PSMD4 PSRC1 PTER PTK6 PTMA PTPN18 PTPN22 PTPN7 PTPRU PTRHD1 PTTG1IP PURG PYCR3 PYM1 RAB10 RAB11A RAB11B-AS1 RAB26 RAB30 RAB43 RAB5B RAB7B RAC1 RACK1 RAD17 RALGDS RALY RAN RASA4CP RASGRP4 RASSF2 RASSF4 RBM39 RBM4B RCOR3 RELL1 RETREG2 RGCC RGL1 RGS14 RHBDF2 RHEB RHOA RIMBP3 RIPOR1 RN7SK RN7SL657P RNA5S12 RNASEK-C17orf49 RNF144A RNF216P1 RNF220 RNF38 RNF44 RNFT2 RNU1-2 RNU2-58P RNU5F-1 RNU6-419P RNU6-859P RNVU1-32 RPL10P15 RPL12 RPL17P2 RPL23AP53 RPL26L1 RPL26L1-AS1 RPL35A RPL39L RPL6P3 RPL8 RPS15A RPS28 RPS6KA2 RPUSD4 RRAS RRP8 RSU1 RTN2 RUBCNL RUFY4 RYR1 S100PBP SAE1 SALL2 SAMD11 SAR1B SCAMP3 SCARB1 SCIN SCLY SCNM1 SDC3 SDHB SDSL SEC14L1 SELENBP1 SEPTIN5 SEPTIN8 SERBP1 SERINC4 SETD1A SFSWAP SGF29 SH2D3A SH2D3C SH3BP2 SH3BP5L SHARPIN SHFL SHISA5 SHMT2 SIVA1 SLC12A4 SLC16A3 SLC16A5 SLC23A1 SLC25A14 SLC25A39 SLC25A45 SLC26A11 SLC27A1 SLC2A1 SLC35E3 SLC38A5 SLC3A2 SLC41A2 SLC9A1 SMAP2 SMG1 SMG1P3 SMG1P5 SMN2 SNCG SNED1-AS1 SNORA70 SNORA71D SNX29 SOCS5 SOGA1 SP1 SPAG1 SPAG7 SPECC1 SPG7 SPN SPOP SPPL2B SPRY3 SPRYD4 SPTBN4 SQSTM1 SRD5A3-AS1 SRGAP2 SSBP2 SSH1 ST20 ST20-MTHFS STAG3L5P STAU1 STIM2 STIM2-AS1 STK26 STK4-DT STRN4 STX5 STX5-DT STXBP2 SUZ12P1 SYMPK SYNC SYNCRIP SYNGR2 TADA1 TAF5 TAF9 TAFAZZIN TAMM41 TAOK3 TAPBP TCAM1P TCF4 TCTA TCTN3 TEDC1 TFCP2 THOC6 TIGD3 TK2 TKT TMBIM1 TMC6 TMED1 TMED7 TMED7-TICAM2 TMEM116 TMEM141 TMEM164 TMEM170A TMEM248 TMEM277P TMEM30A TMEM30A-DT TMEM79 TMEM87B TMEM91 TMLHE TNFRSF10B TNFSF12 TNNT1 TNNT2 TNRC6C TOB1 TOB1-AS1 TONSL TPM4 TPMT TRAPPC14 TRAPPC9 TREML2 TREX1 TRIM24 TRIM27 TRIP4 TRIP6 TRMT112 TSC22D4 TSPAN14 TSPAN17 TSPAN32 TSPOAP1 TSPOAP1-AS1 TTLL4 TVP23B TXLNA U2AF2 UBAP2L UBE2Z UBTD2 UFSP1 UIMC1 UNC93B1 UPK2 UQCC5 UQCRC2 USF1 USF3 USP14 USP32 USP45 VEGFA VILL WAKMAR2 WBP1L WDFY2 WDFY3 WDFY3-AS2 WDR20 WDR45 WDR54 WDR6 WIPI2 WRN XBP1 XPR1 XRCC3 YARS1 YJU2 YPEL4 YWHAB YWHAZ YY1 YY1AP1 ZBTB22 ZBTB37 ZC3H12A ZCCHC24 ZFAS1 ZFP36 ZFP91 ZFP91-CNTF ZFYVE21 ZMIZ2 ZMYM4 ZMYM5 ZNF256 ZNF358 ZNF385A ZNF428 ZNF451 ZNF511 ZNF524 ZNF596 ZNF691 ZNF821 ZNF83 ZNF852 ZNF865 ZNRF2 ZSCAN22 ZSCAN26 ZSWIM9 HES2_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HES2_TARGET_GENES AADACP1 AATF ABCA10 ABCA5 ABCC3 ABCF2 ABCG1 ABHD11 ABHD12 ABHD16A ABHD4 ABLIM1 ABLIM2 ABT1 ACAP3 ACOT13 ACOT7 ACOX2 ACSS2 ACTN1 ADAM28 ADAM9 ADAP1 ADAR ADCY7 ADD3 ADGRF4 ADGRG3 ADHFE1 ADIPOR2 ADPRS ADRM1 ADTRP AFDN AGFG2 AGK AGK-DT AGPS AGTPBP1 AHCYL1 AIG1 AJUBA AKAP6 AKNA AKR1C2 AKR1C3 AKR1C4 ALAS1 ALDH1A2 ALDH3A1 ALDH3B1 ALG10 ALG10B ALG13 ALG3 ALKBH3-AS1 ALOX5AP ALPK1 AMBRA1 ANAPC5 ANK3 ANKEF1 ANKRD1 ANKRD11 ANKRD13D ANKRD40 ANP32B ANXA1 ANXA11 ANXA2 ANXA2R ANXA8 AOPEP AOX1 AOX3P AP1G1 APBA3 APOLD1 AQP3 ARAP3 AREG ARFIP1 ARHGAP21 ARHGAP24 ARHGAP26 ARHGEF19 ARID5B ARL14EPL ARL5AP3 ARNT ASB9 ASCC2 ASNSD1 ATAD1 ATF3 ATF6 ATG10 ATP11C ATP2C1 ATP5MC2 ATP8B4 ATP9B ATXN10 ATXN7L1 AURKA AURKAIP1 AVL9 AXL B3GNTL1 B4GAT1 B4GAT1-DT BAZ2B BAZ2B-AS1 BBC3 BCL10 BCL6 BCO2 BCOR BCR BDKRB1 BDP1 BEST1 BHLHE40 BMERB1 BMF BMP1 BMPR1B BNC2 BNC2-AS1 BOD1L1 BOLA1 BPHL BRD4 BRF2 BRWD1 BTBD19 BTF3L4 BUD31 BZW2 C11orf68 C11orf86 C1QTNF6 C1RL C1S C1orf174 C1orf21 C1orf226 C21orf62-AS1 C2orf76 C3 C4BPA C4orf33 C4orf46 C4orf51 C8orf74 CADM2 CALCOCO2 CALD1 CALHM5 CALM2 CAMK2G CAPN2 CAPN8 CAPS CAPS2 CASC15 CASK CASP4 CAV1 CBX4 CCDC159 CCDC171 CCDC18 CCDC192 CCDC57 CCDC83 CCDC88B CCDC9B CCL20 CCN2 CCND3 CCNG2 CD109 CD200R1L-AS1 CD55 CD59 CD83P1 CDC40 CDC42SE1 CDC7 CDCA2 CDHR17P CDK12 CDK5RAP1 CDK5RAP2 CDKL3 CDKL4 CDRT4 CEACAM19 CEBPA CEBPA-DT CEBPB-AS1 CECR2 CELSR1 CEP112 CEP70 CEP85L CFAP418 CFB CFD CFDP1 CFLAR-AS1 CHAC1 CHAF1A CHCHD5 CHD1 CHD2 CHEK2 CHI3L2 CHN2 CHP1 CIART CIDEC CIPC CISD1 CLASP1 CLCF1 CLCN4 CLDN2 CLDN6 CLDN7 CLEC4G CLGN CLIP1 CLK4 CLN6 CLVS1 CMC4 CNIH3 COL12A1 COL7A1 COLEC11 COQ5 COQ8B COTL1 COX6CP5 CP CPD CPSF1 CRKL CRYAB CRYBG1 CS CSAD CSF2RA CSGALNACT1 CSNK1D CSTA CSTBP1 CSTF1 CTR9 CTSB CTSC CTSD CUEDC1 CUL2 CUL3 CUX1 CXADR CXCL2 CXCL8 CYB5A CYGB CYP24A1 CYP3A43 CYP4A11 CYP4B1 CYTH1 DAAM1 DAGLB DAW1 DBI DCBLD1 DCBLD2 DCDC2 DCUN1D4 DDB2 DDC DDIAS DDIT3 DDIT4 DDX10 DDX27 DDX41 DDX47 DDX60L DENND10 DENND2B DENND3 DEPDC1P2 DEPDC4 DHRS12 DHRS9 DHRSX DIO2 DIXDC1 DLC1 DLEU2 DLG5 DLGAP1 DLGAP1-AS1 DLGAP1-AS2 DLST DLX4 DMAP1 DNAH11 DNAH3 DNAJC28 DNASE1L3 DNMT3B DPH6 DPY19L1 DRAIC DRAM1 DRAP1 DTNA DTWD1 DUSP1 DUSP6 DYNLL1P6 DZIP1L E2F2 E4F1 EBF4 ECE2 ECHDC3 EDEM1 EDN3 EEF1AKMT1 EFCAB2 EFNA1 EFNA5 EHD1 EHF EHMT1 EID1 EIF2AK3 EIF2D EIF2S3 EIF4A1 EIF4E EIF5A2 ELANE ELF1 ELOVL6 EML2 ENAH ENKUR ENO1 ENO3 ENPP3 ENSG00000187185 ENSG00000199566 ENSG00000204684 ENSG00000205794 ENSG00000212273 ENSG00000214803 ENSG00000225676 ENSG00000226733 ENSG00000227496 ENSG00000229425 ENSG00000232995 ENSG00000238185 ENSG00000243953 ENSG00000249631 ENSG00000257746 ENSG00000266100 ENSG00000266401 ENSG00000267882 ENSG00000268858 ENSG00000270571 ENSG00000275465 EP400P1 EPB41 EPHA2-AS1 EPHB2 EPHB4 EPS8 ERCC4 ERGIC1 ERI1 ERICH2-DT ESCO1 ETF1 ETFDH ETNK2 ETV6 EVL EXD3 EXOC3L4 EXOSC7 EYS EZR EZR-AS1 F7 FADS1 FADS2B FADS3 FAM107B FAM13A FAM167A FAM183BP FAM184A FAM186A FAM219B FAM227B FAM83A FAM9B FASTKD5 FBN3 FBXL18 FBXL5 FBXO38 FERMT2 FGA FGD4 FGF14 FGFR1 FGFR4 FGGY-DT FGL1 FHAD1 FHL1 FHL1P1 FKBP9 FLG-AS1 FLJ42393 FLNB FLOT1 FMN1 FNDC3A FOS FOSL2 FOSL2-AS1 FOXJ3 FOXN2 FOXQ1 FPGS FRG1CP FSIP1 FST FTL FUT5 GABRB3 GABRE GALNT10 GALNT18 GALNT9 GARS1 GARS1-DT GAS7 GASAL1 GBE1 GCC2 GCLC GDF15 GDI1 GDPD1 GFPT2 GLTPD2 GLYATL1 GMCL1 GNA15-DT GNAL GNL3L GON4L GPAT3 GPD1L GPR182 GPRC5A GREB1 GRIA3 GSDMC GSN GTF2F2 GTF2IP12 GTF3C3 GTPBP2 GUSBP1 GXYLT2 GZF1 H2AZ1-DT H2BC21 H4C10P H4C3 H4C4 HAL HAVCR1 HBP1 HBS1L HCAR2 HCG20 HDAC11 HDAC11-AS1 HDAC5 HDLBP HECW2-AS1 HERPUD2 HERPUD2-AS1 HES4 HGD HIPK3 HISLA HIVEP1 HIVEP2 HK1 HM13-AS1 HMG20A HMGA1P3 HMGCL HMGN1P18 HMGN1P33 HMGN4 HMOX1 HNF4A-AS1 HNMT HNRNPF HNRNPU HOOK2 HOXA5 HOXC-AS2 HOXD11 HRG-AS1 HRH1 HSD11B1 HSD17B11 HSPA9 HSPD1 HSPE1 HSPE1-MOB4 HTR1D IDH1 IDH1-AS1 IER3-AS1 IFNAR1 IFNGR1 IFNL3 IFT122 IGF1R IGF2R IGFLR1 IGLV3-22 IL1R1 IL1RAP IL6R INAVA INHBE INTS5 INTU IQGAP2 IRAG1-AS1 IRAK3 IRF2 IRF2-DT IRF2BP1 IRS2 ISG15 ISG20 ISL2 ITGA1 ITGB1 ITGB1-DT ITGB3BP ITGB5 ITPRIP ITPRIPL2 JDP2 JDP2-AS1 JPH2 JPX JRK KAT2B KAT6A KATNBL1 KCNE1 KCNK1 KDM3A KDM4A KDSR KIAA0232 KIAA0319L KIAA2012 KIF17 KIF18A KIFC3 KLF13 KLF2-DT KLF5 KLF7 KLHDC4 KLHL24 KLHL4 KLHL6-AS1 KLRK1 KMT2A KNL1 KPNA7 KRT7 KRT7-AS KRT8 LAMP1 LBP LCE3D LCN2 LDLRAD4 LGALSL LIMCH1 LINC-PINT LINC00111 LINC00112 LINC00160 LINC00240 LINC00431 LINC00466 LINC00475 LINC00479 LINC00511 LINC00598 LINC00620 LINC00680 LINC00680-GUSBP4 LINC00706 LINC00707 LINC00824 LINC00886 LINC00887 LINC00941 LINC00963 LINC01093 LINC01094 LINC01119 LINC01126 LINC01127 LINC01134 LINC01151 LINC01186 LINC01275 LINC01358 LINC01366 LINC01433 LINC01485 LINC01513 LINC01549 LINC01619 LINC01719 LINC01730 LINC01736 LINC01767 LINC01775 LINC01909 LINC01910 LINC01914 LINC01960 LINC02015 LINC02026 LINC02098 LINC02104 LINC02130 LINC02185 LINC02198 LINC02209 LINC02214 LINC02243 LINC02275 LINC02288 LINC02289 LINC02320 LINC02331 LINC02352 LINC02363 LINC02410 LINC02428 LINC02454 LINC02474 LINC02518 LINC02532 LINC02542 LINC02551 LINC02569 LINC02599 LINC02615 LINC02742 LINC02831 LINC02843 LINC02882 LINC02888 LINC02889 LINC02895 LINC02923 LINC02934 LINC02952 LINC02989 LINC03033 LINC03108 LLPHP3 LMO4 LMO7 LMX1B LMX1B-DT LOC124900291 LOC124900473 LOLI1 LONRF1 LONRF3 LPIN2 LRBA LRIG3 LRMDA LRRC27 LRRC77P LRRFIP2 LTBP1 LTBR LUCAT1 LURAP1L-AS1 LZTFL1 MAFK MALAT1 MANCR MAP2K3 MAP3K20 MAP3K8 MAPK15 MAPK3 MARCHF3 MARCHF5 MARCHF7 MASP1 MBD4 MBD6 MBNL1 MBP MCCC1 MCCC2 MCF2L2 MCL1 MCTP1 MDH1 MDH2 MDP1 ME2 MECP2 MED20 MED23 MED28 MED28-DT MEIS1 MEST METAP1 METTL15 MFSD4B MFSD4B-DT MFSD6 MGC32805 MIB1 MID1IP1 MIDEAS MIDN MIOS-DT MIR100HG MIR193BHG MIR3611 MIR3649 MIR3926-2 MIR4273 MIR4276 MIR4289 MIR4435-2 MIR4440 MIR4500HG MIR4530 MIR4757 MIR4799 MIR5091 MIR5188 MIR5194 MIR545 MIR548H2 MIR548H3 MIR5696 MIR587 MIR99AHG MISP3 MITF MIX23 MKNK2 MLIP MLPH MMP19 MMS19 MNT MPP1 MPP3 MRC2 MRO MROH1 MRPL3 MRPL46 MRPL54 MRPS15 MRPS23 MRPS30 MRPS30-DT MRPS31 MRPS35 MRPS35-DT MRPS5 MSANTD3 MSL2 MT1F MT2A MTARC1 MTCP1 MTF2 MTHFD1 MTHFD1L MTHFD2L MTMR12 MTMR9 MTO1 MUC1 MYBPC1 MYH9 MYO10 MYO18B MYOSLID N4BP2L2 NAA50P2 NAB2 NACA4P NAV2-AS3 NBL1 NCOA7 NCR3LG1 NDRG1 NDUFA12 NDUFB11 NDUFS4 NEAT1 NECAP2 NECTIN4-AS1 NEDD4 NEDD4L NEMP1 NFE2L2 NFIA NFIA-AS1 NFIB NFIC NFKBIA NFKBIZ NFX1 NGLY1 NHEJ1 NIBAN1 NIBAN2 NIPAL2 NISCH NKILA NME1 NME1-NME2 NMI NNMT NOL11 NPIPB8 NR1H3 NR3C1 NR4A1 NRAD1 NRG1 NRP1 NRP2 NRXN2 NSFL1C NTN4 NUF2 NUMB NXN OAZ1 OGT OIP5 OLAH OMG OPN3 OR10AC1 OR10J6P OR7L1P ORC1 OSBPL1A OSMR OSMR-DT OSTCP1 P2RY8 P4HA2 P4HA3 P4HB PACERR PAFAH2 PALMD PAM16 PARAL1 PARD3 PARP8 PAWRP1 PAXBP1 PCBP1 PCBP1-AS1 PCBP2 PCID2 PDAP1 PDCD1LG2 PDCD4-AS1 PDCD6 PDCD6-DT PDE4D PDE7B-AS1 PDGFC PDHA1P1 PDK1 PDK4 PDK4-AS1 PDLIM1 PDLIM5 PDLIM7 PDXK PEAK1 PECR PER1 PER2 PGAM1 PGC PHACTR4 PHF20 PHLDB2 PHYHD1 PI3 PIGO PIGO-AS1 PIGT PIGU PIK3C2B PIK3C3 PITPNM2-AS1 PIWIL2 PKP4-AS1 PLAC1 PLCE1 PLCXD1 PLD1 PLEKHG2 PLEKHH3 PLEKHM1 PLIN1 PLIN2 PLOD2 PMEPA1 PMM1 PNN PNP PNPLA1 PNPLA2 PNRC1 PNRC1-DT POC1A POLE4P1 POLG POLG-DT POLR2A POR PPARG PPP1R15B PPP1R3B-DT PPP4R1L PRAF2 PRAME PRCP PRDM15 PRDM6 PRG4 PRKCH PRKG2-AS1 PRKXP1 PRMT5 PRMT5-DT PRPF38A PRR13 PRR13P5 PSAT1 PSMA1 PSME2P3 PSMF1 PSMG3 PTCH1 PTENP1-AS PTGFR PTGS2 PTP4A1 PTPN12 PTPN20 PTPRG PTPRM PUDPP1 PUSL1 PVT1 PYCR1 RAB31 RAB37 RAB39B RAB3D RAB5IF RABEP2 RABEPK RACGAP1 RARB RASGRP2 RASSF9 RBBP5 RBM10 RBM39 RBM45 RBMS3-AS3 RBP4 RCAN1 RCL1 RCOR3 RDH10-AS1 RDH11 RDH12 RDX RERGL RFESD RFFL RFX2 RGS20 RGS5 RHCG RHEB RHOBTB2 RHOBTB3 RHOT2 RIOK3 RMDN3 RN7SKP192 RN7SL108P RN7SL198P RN7SL299P RN7SL346P RN7SL570P RN7SL836P RNA5SP146 RNA5SP282 RNA5SP334 RNA5SP44 RNA5SP441 RNF13 RNF145 RNF149 RNF212 RNF32 RNU1-38P RNU1-39P RNU11 RNU4-1 RNU4-71P RNU4-88P RNU5A-1 RNU5E-6P RNU6-1013P RNU6-117P RNU6-1220P RNU6-1310P RNU6-304P RNU6-316P RNU6-323P RNU6-411P RNU6-466P RNU6-800P RNU7-195P RNVU1-26 RNVU1-27 RNVU1-30 RNVU1-6 RNY3P12 ROS1 RPAP1 RPH3AL RPL24 RPL26 RPL31P43 RPL34 RPL34-DT RPL34P18 RPL35AP17 RPL36AP19 RPL37AP1 RPL39P40 RPL39P5 RPL4P6 RPL6 RPL7AP4 RPL7P30 RPL9P14 RPS18P1 RPS27AP6 RPS6KB1 RPS7 RPSAP65 RPSAP75 RRBP1 RSU1 RUSC2 RUVBL1 RXFP1 RXRA S100A10 S100A12 S100A6 S100A8 S100A9 S100P S100PBP SAA1 SAMD4B SBNO2 SCAT8 SCG5 SCLT1 SCMH1 SCN8A SCNN1A SCUBE2 SEC62 SEH1L SEL1L3 SEMA4C SEPTIN2 SEPTIN7P14 SEPTIN9 SERPINB8 SERPINB9P1 SERPINE1 SESN2 SET SETD5 SFTPD SGK1 SGK3 SGPP1 SH2D5 SH2D6 SH3BP4 SH3GL1 SH3TC1 SHANK2 SHC4 SHISAL2B SHKBP1 SHTN1 SIAH1 SKIL SLC16A1 SLC17A1 SLC17A5 SLC1A5 SLC22A4 SLC23A1 SLC25A28 SLC25A5P7 SLC2A14 SLC2A4RG SLC2A9-AS1 SLC33A1 SLC35D1 SLC38A1 SLC38A2 SLC38A4-AS1 SLC3A2 SLC44A1 SLC45A4 SLC51B SLC7A11 SLC7A5P1 SLC7A6 SLC7A7 SLC7A8 SLC9A1 SLC9B1 SLCO1B7 SLFN12 SLPI SLTM SMAD1 SMAD6 SMAD7 SMARCA2 SMARCD2 SMG8 SMIM14 SMIM14-DT SMIM2-AS1 SMIM20 SMIM36 SMPDL3B SNHG16 SNORA48 SNORC SNORD118 SNORD65C SNX12 SNX16 SNX18 SNX27 SNX8 SOCS3 SOCS3-DT SORBS3 SP100 SPATS2L SPIDR SPIN1 SPPL2A SPRED2 SPRY4 SPRY4-AS1 SPX SQOR SRBD1 SRCIN1 SRGN SRI SRPX2 SRRM3 SSBP2 SSR1P2 SSTR5 SSTR5-AS1 ST20 STAT1 STAT3 STAT4 STAT4-AS1 STAT6 STAU1 STAU2-AS1 STC1 STK40 STRA6 STX1A SUB1 SUMF2 SUMO2 SUPT5H SUSD1 SYBU SYBU-AS1 SYCN SYNC SYNCRIP SYNPO SYT7 TAF1D TAGLN2 TANK-AS1 TBC1D16 TBC1D28 TBL1X TBPL1 TCEANC TCF3 TCF4 TCF7L2 TDGF1P2 TDP2 TEAD1 TET2 TEX12 TEX2 TEX41 TEX45 TFE3 TFEB TFRC TGFBI TGFBR1 TGFBR2 TGIF1 THADA THRA TIGD2 TIMM13 TLR5 TM2D2 TM4SF1 TM4SF1-AS1 TM4SF4 TM9SF5P TMBIM1 TMC1 TMED10 TMED2 TMEM143 TMEM14C TMEM205 TMEM260 TMEM33 TMEM40 TMEM9 TMEM91 TMSB4X TNFAIP6 TNFRSF1A TNIP1 TNKS1BP1 TNPO1 TNS1 TOMM5 TOR1A TP73-AS3 TPD52L2 TPK1 TPM4 TPRA1 TPRG1-AS1 TPT1 TPT1-AS1 TRAF2 TRAPPC2B TRAPPC3 TRAPPC5 TRAV13-2 TRAV5 TRIB1 TRIB3 TRIM29 TRIM31 TRMU TRPC4AP TRPM7 TRPM8 TSBP1-AS1 TSEN15 TSFM TSPAN19 TTC7A TTC7B TTI2 TUBA1C TUT1 TXNDC11 TXNDC12 TXNRD1 UBB UBC UBE2A UBE2B UBOX5 UBR4 UBXN7 UGT1A7 UGT2A2 UGT2A3 UGT2A3P7 UGT2B10 UGT2B11 UGT2B24P UGT2B25P UGT2B27P UGT2B28 UGT2B7 ULBP1 UPP1 UQCC1 UQCC6 USP3 USP43 USP45 USP54 USP9X UST-AS2 UTP3 UTRN UTY VAV3 VIM VLDLR-AS1 VMP1 VNN3P VPS72 VPS9D1 VWA8 VWC2L WASF1 WASL WDPCP WDR7 WIZ WSB2 WWTR1 XDH XPC-AS1 XPO6 XRCC5 YAF2 YAP1 YARS1 ZBTB20 ZBTB38 ZBTB4 ZBTB44 ZBTB44-DT ZBTB7A ZC3H12A ZC3H12C ZC3H7A ZDHHC18 ZDHHC3 ZFAND5 ZFP36L2 ZFPM2-AS1 ZFR ZMAT1 ZMIZ1 ZMIZ1-AS1 ZNF14 ZNF200 ZNF217 ZNF221 ZNF263 ZNF276 ZNF280A ZNF286A ZNF354B ZNF391 ZNF414 ZNF420 ZNF529 ZNF547 ZNF580 ZNF581 ZNF594 ZNF594-DT ZNF619P1 ZNF641 ZNF706 ZNF766 ZNHIT1P1 ZSWIM2 HES4_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HES4_TARGET_GENES AATF ABHD17B ACAT2 ADGRF3 ADPRM AGAP2-AS1 AHCYL1 AHNAK AKAP8L AKTIP AMD1 ANAPC5 ANKRD13D ANKRD24 ANO6 ANP32E AP1G2 AP3B1 AP4M1 APBB3 ARF6 ARHGEF37 ARIH2 ARL5A ARRDC4 ATAD2B ATF7IP ATG4C ATP5IF1 ATP6V1D ATP8B1 ATXN2L AURKA AZI2 BAG6 BANF1 BBS2 BLCAP BLOC1S2 BRIX1 BRPF1 C15orf61 C19orf38 C19orf44 C1orf216 C1orf43 C2orf49 C2orf49-DT C2orf50 C5orf15 C6orf226 C9orf85 CA13 CAB39L CALR3 CANX CAPG CARS2 CASP9 CAST CCDC115 CCDC125 CCND2 CCT8 CDC20 CDC20-DT CDC6 CDIN1 CDK12 CDK13 CDK4 CDKL3 CDKN3 CENPBD2P CENPJ CERNA3 CERT1 CETN3 CHCHD3 CHD1 CHD2 CHMP3 CHMP7 CIPC CLCN6 CLIP1 CLSTN1 CNOT3 CNOT7 COQ10B COQ6 COQ8A COX15 COX19 CRAMP1 CSNK1A1 CSTF1 CTDP1 CUL5 CUTC CXXC1 CYP20A1 DCAF6 DCUN1D4 DDX23 DDX39A DDX46 DERL1 DLEU2 DNAI4 DNAJB12 DNAJC16 DNAJC9-AS1 DNM2 DNMT1 DOCK9 DOCK9-DT DOLPP1 DPM2 DRC3 DXO DYRK2 EEF1A1 EEF1AKMT1 EFCAB5 EIF1AD EIF2B5 EIF2B5-DT EIF2S1 ELL3 EMC1-AS1 ENDOV ENO1 ENO1-AS1 ENPP3 ENSG00000255647 ENSG00000274015 ENSG00000275765 ENSG00000278390 EOLA2 EOLA2-DT EPRS1 ERCC1 ERCC5 ERCC6L2 ERCC6L2-AS1 ESYT1 ETF1 EXOC6B EXOC8 FAHD1 FAM131B-AS2 FAM228B FBRS FBXL17 FBXW11 FEM1A FEM1B FNTB FOSB FTSJ3 FUCA2 FXR2 G3BP1 GABPB1 GABPB1-AS1 GANC GATAD2A GDAP2 GFM1 GFM2 GLI1 GOLGA5 GOT1 GOT1-DT GOT2 GPBP1 GPR108 GSTCD GTF2H4 GTPBP3 H2AC25 H2AC6 H2AX H2AZ2 H2AZ2-DT H2BC26 H2BC4 H4C5 HAGH HEATR5B HEBP1 HEMK1 HMGB3P22 HMGXB3 HNF4G HNRNPL HOMER1 HSD11B1L HSD17B4 HSP90B1 HTD2 HTR7P1 HUS1 HYKK HYPK IARS1 ID2 ID2-AS1 IER2 IER5 IFT140 IFT52 IK IL23A ILF3 ILF3-DT IMP4 INTS12 IQCD IQCH-AS1 IQGAP1 ISG20L2 ITGB8 IWS1 JPT1 JUP KAT5 KBTBD6 KCNIP2 KCTD21 KLHL20 KLHL26 KLHL7 KLHL7-DT KMT2B LAMP1 LARP4 LASP1 LENG8 LENG8-AS1 LGMN LIAS LINC02427 LINC02960 LINC03064 LPCAT3 LPXN LRP6 LTA4H LTBR LUC7L2 LYSMD3 LZTFL1 LZTS2 MAIP1 MBLAC2 MCM7 MCTP2 MED23 MED8 METTL25B MGRN1 MIA3 MICOS13 MIGA2 MIR22HG MIR320A MIR3912 MIR4512 MIR4519 MIR638 MIR762HG MIRLET7I MIRLET7IHG MLLT3 MON1A MOSPD3 MPC2 MPND MPV17 MPV17L2 MRPL13 MRPL18 MRPL35 MRPL36 MRPL52 MRPS15 MRPS23 MRPS27 MRPS31P4 MRTFA MSL2 MSMP MST1 MTBP MTERF4 MTHFR MVB12A MYG1 MYORG MZF1 N6AMT1 NAGA NAGK NARS1 NBR1 NCAPD3 NCL NCOA2 NDUFA11 NDUFA2 NDUFS6 NEIL1 NOP53 NPM1 NR4A2 NSA2 NSMCE3 NUP35 NUP37 NUP42 NUP88 NUP93-DT ODAD1 ORMDL1 OSBPL3 PABPN1 PAN2 PARK7 PARPBP PBX1 PCGF1 PCNX4 PCNX4-DT PDE4A PER1 PGGT1B PHB1 PIDD1 PLBD1 PLGRKT PLOD3 PMF1 PMF1-BGLAP PMS1 PNPO PNRC2 POC1A POC5 POLK POLR3A POLR3D POLR3G POP7 PPAN PPAN-P2RY11 PPIL2 PPM1G PPP1R12B PPP1R13L PPP1R18 PPP1R21 PPP1R21-DT PPP2CA PPP2CA-DT PPP2R1A PPP5C PRH1 PRKCI PRMT9 PROCR PRPF31 PRR11 PRR4 PRR7 PSMA5 PSMC5 PSMD12 PSMD3 PTCD3 PTPDC1 PTPN4 PYROXD1 RAD1 RAD51 RAD51C RAG1 RALA RBBP4 RBIS RBM22 RBM39 RHEBL1 RIC8B RN7SKP134 RNF123 RNF14 RNF213-AS1 RNF32-DT RNF34 RNH1 RNU2-17P RNU6-92P RPAIN RPL3 RPL36 RPL4 RPL7L1P8 RPL9 RPLP2 RPP14 RPRD2 RPS15 RPS16 RPS18 RPS20 RPS21 RPS21-DT RPS3A RPS9 RRM2 RSPH1 RSPH1-DT RTN4 RTRAF S100PBP SAE1 SAMD4B SCAMP2 SEC22C SELENOI SERINC4 SETDB2 SF3B6 SFXN5 SGO2 SH2D6 SH3D19 SIRT6 SKA2 SLC12A9 SLC12A9-AS1 SLC25A3 SLC25A35 SLC25A42 SLC35A3 SLC35A4 SLC35B4 SLC37A1 SLC52A3 SLC7A7 SNAPC5 SNHG17 SNORD43 SNORD54 SP2-AS1 SP8 SPG21 SPNS1 SPRTN SPRYD4 SRCAP SRD5A3-AS1 SRSF10 SSBP1 STAP2 STAT1 STAT6 STIL STK10 STK19 STOML2 STT3B STX10 STX12 STX5-DT SUPT5H SWT1 SYNGR4 SZT2 TAF6L TARDBP TARS2 TBC1D2 TBC1D22A TBC1D22A-DT TBK1 TCP1 TEX14 TFAP2A TFPT THRAP3 TIPIN TLDC2 TMA16 TMED1 TMEM106C TMEM143 TMEM14C TMEM165 TMEM177 TMEM179B TMEM18 TMEM222 TMEM87A TMX1 TNFAIP8 TNFSF9 TNPO1 TNPO3 TOM1L2 TOMM40 TPCN1 TPGS1 TPI1P2 TRA2A TRAF6 TRDMT1 TRIP10 TRMT1L TRNAU1AP TTC23L TTC23L-AS1 TTC30A TTC33 TTC41P TTC5 TUBB TUBGCP4 TXLNA TXN2 TYK2 TYW5 UBAP2L UBE2B UBE2D2 UBE2Q1 UBE2W UBR4 UFM1 UGGT1 UNC45A UNC5B-AS1 UNG UQCC5 UQCR10 USP35 USP42 USP54 VAMP1 VARS2 VCPIP1 VMAC VPS26B VPS37A VPS52 VTI1A WASF2 WBP1L WBP2 WDR3 WDR36 WDR81 WDR89 WDTC1 WDTC1-DT WEE2-AS1 XRCC2 YARS1 YJU2 YWHAQ ZBTB8OS ZC3H10 ZC3H4 ZCWPW2 ZDHHC5 ZDHHC6 ZFP2 ZFP91 ZFP91-CNTF ZHX1 ZHX1-C8orf76 ZMAT5 ZNF184 ZNF2 ZNF202 ZNF23 ZNF397 ZNF490 ZNF501 ZNF514 ZNF687 ZNF687-AS1 ZNF689 ZNF77 ZNF774 ZNF791 ZNHIT1 ZNRD2 ZNRD2-DT ZSCAN22 ZSCAN29 ZWILCH ZYX HEY2_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HEY2_TARGET_GENES ACSL1 AIMP2 AMPD3 ARNT2 CCDC162P CCNC CDK5R1 CDS1 CELSR1 COQ8A E2F6 EML6 EXOSC3 FANCA FIP1L1 GAS2L3 HDHD5 HDHD5-AS1 HERC1 IFT140 IL23R JAKMIP1 JAKMIP1-DT KLHDC4 LINC01088 LINC01460 LINC02248 LPIN1 LRRC14B MIR592 MT-RNR1 MT-TA MT-TC MT-TF MT-TN MT-TP MT-TY MTA3 MTCH1 MYBPC1 MYLK3 MYRIP NAA38 NUDT15 PDE1C PDYN-AS1 PIK3IP1 PMS2 PPP1R12B PRRC2A PRUNE2 PTMA PTP4A3 PYGO1 RBM24 RBPJ RNA5S12 ROCK1P1 RPL24 RPL7AP35 RPS7 RTN4R RUNX1T1 SCARNA2 SDK1 SMIM8 STIM1 TANC1 TCF7L1 TMCC2 TMEM204 TMEM70 TNK2 YAP1 ZNF563 HHEX_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HHEX_TARGET_GENES A2M AADACP1 AANAT ABCC4 ABCC5 ABCF3 ACAT2 ACE2 ACE2-DT ACKR2 ACO2 ACSL6 ACTMAP ADAP2 ADAT2 ADH4 ADHFE1 ADIPOR2 ADK ADNP AFG1L AFP AGA AGAP1-IT1 AGO3 AGPAT1 AGT AHCTF1 AHI1 AHI1-DT AHSG AJUBA AKAP9 AKT1S1 ALAS1 ALDH3A2 ALDH6A1 ALDH9A1 ALG10B ALG1L1P ALKBH3 ALOXE3 ALS2CL AMACR AMBP AMBRA1 ANAPC13 ANGPTL8 ANKFY1 ANKRD24 ANKS4B ANLN AOC4P AP1S3 APOA1 APOA2 APOC3 APOF ARHGAP24 ARHGEF1 ARHGEF2 ARHGEF2-AS1 ARID1A ARL6IP6 ARMC7 ARMT1 ARSB ARSF ASB1 ASB16-AS1 ASGR2 ASPSCR1 ATAD3A ATP2B4 ATP6V1D ATXN2L AURKA AXIN2 BARHL1 BBOX1 BCL9 BDH1 BLOC1S2 BLTP2 BPHL BPIFB2 BRCA1 BRD2 BUD31 C10orf88 C11orf91 C14orf119 C15orf61 C17orf97 C19orf38 C2 C20orf96 C2CD2L C2CD5 C2orf49 C2orf49-DT C3orf38 C4BPB C8A CAAP1 CACYBP CAGE1 CALU CAMSAP2 CAPZA2 CASC11 CATSPERG CBX1 CBY1 CCDC107 CCDC126 CCDC137 CCDC163 CCDC191 CCDC192 CCDC28A CCDC28A-AS1 CCDC51 CCDC59 CCL20 CCN2 CCNG2 CCNP CCT4 CDC73 CDK2AP2 CDK5RAP1 CDK7 CDKL3 CENPO CENPU CERT1 CFAP61 CFAP74 CGGBP1 CGRRF1 CHCHD2 CHD6 CHMP1A CHMP4B CHMP7 CIDECP1 CISD2 CLDN14 CLDN7 CLIC1 CMBL CMC2 CNOT4 CNOT8 CNST COA5 COG3 COG6 COG8 COL4A3 COMMD1 COPS2 COPS7A COQ10B CORO7 COX15 COX18 COX19 COX6A1 CRB1 CRK CRNKL1 CSAD CSTF1 CTSA CUL5 CUTC CXCL2 CXXC1 CYB5R4 CYP2R1 CYP7A1 DAAM1 DAGLB DAPK2 DCAF11 DCAF7 DCP1A DCTN6 DCTN6-DT DCUN1D4 DCXR DCXR-DT DDX19B DDX46 DDX50 DDX54 DDX55 DEAF1 DENND4A DGAT2 DGKA DHRS11 DIP2B DLC1 DM1-AS DMGDH DMXL2 DNAAF10 DNAI1 DNAJA3 DNAJB1 DNAJB12 DNAJB1P1 DNAJC2 DOCK6 DPAGT1 DPP9 DRAIC DSP DSP-AS1 DSTYK DUSP6 EEF1AKMT2 EEPD1 EFL1 EFNA1 EIF1B EIF1B-AS1 EIF2AK1P1 EIF2AK4 EIF2B4 EIF2S1 EIF2S2P5 EIF4A2 EIF4E2 EIF4G2 ELF2 ELMOD3 ELOA ELP6 EME2 EML6 ENC1 ENO1 ENO1-AS1 ENSG00000199566 ENSG00000215838 ENSG00000224090 ENSG00000229425 ENSG00000230615 ENSG00000232995 ENSG00000246308 ENSG00000270571 ENSG00000275765 EPM2AIP1 EPS8 EPS8L2 ESF1 ESPL1 ESR2 ESYT2 ETV4 EVI5 EXOSC10 EXOSC10-AS1 EXOSC3 F10 F2 F2RL1 FADS1 FAM131B-AS2 FAM161A FAM186A FAM200A FAM227A FAM3B FANCD2 FARP2 FBXO24 FBXO33 FBXO34 FBXO34-AS1 FBXO38 FBXW11 FEZF1 FEZF1-AS1 FGA FGFR1OP2 FITM2 FKBP11 FLYWCH2 FMC1 FMC1-LUC7L2 FNBP1P1 FNTB FOXN3 FTO FUS FUT5 FXYD5 FZD3 G3BP1 G6PC1 GABARAP GALK2 GALNT3 GALT GANC GAPDH GAR1 GAR1-DT GARS1-DT GAS5 GATA4 GATAD2A GATC GCHFR GDF15 GEMIN5 GEMIN8P4 GGA1 GLOD4 GLRA1 GLRX GLT8D1 GLTPD2 GMNN GNG4 GNS GORASP2 GPATCH11 GPD2 GPI GPR63 GPRC5C GPRC5D-AS1 GPX2 GRB7 GSTA4 GSTCD GTDC1 GTF2H4 GTF3C3 GTPBP3 GUK1 H3-3B H4C5 HACD3 HAL HAPSTR1 HAX1 HCG20 HDLBP HEATR1 HEATR5A HEATR5A-DT HEATR5B HEG1 HERC1 HILPDA HILPDA-AS1 HISLA HK1 HLA-DMA HLCS HM13 HMG20A HMGB1 HMGB1P8 HMGB3P22 HMGN2 HMGN2P46 HMGXB3 HNMT HNRNPA1P30 HNRNPD HNRNPD-DT HPN HRG HRG-AS1 HTR5A HUS1 HYAL4 HYPK ID2-AS1 IDH1 IDH1-AS1 IFT25 IFTAP IL1RN IMPA2 INHBE INTS12 INTS13 INTS5 IP6K2 IPO11 IPO4 IPP IQCH-AS1 IQGAP1 IRS1 ITGB5 JARID2-AS1 KANSL1 KAZALD1 KDM3A KDM4C KDM8 KIAA1217 KIAA1328 KLF5 KLHDC8B KLHL9 KNTC1 KRTAP3-1 KYAT3 LAPTM4A LAPTM4A-DT LARP1 LARP7 LCAT LDLR LDLRAD4 LEAP2 LGMN LGR5 LIN52 LINC-PINT LINC00216 LINC00242 LINC01101 LINC01124 LINC01144 LINC01270 LINC01635 LINC01703 LINC01820 LINC01977 LINC02097 LINC02410 LINC02418 LINC02428 LINC02889 LINC03064 LMBR1 LMO7 LNCRNA-IUR LOC105371430 LOC105376805 LOC124906194 LOX LPCAT3 LPXN LRCH4 LRIG1 LRRC42 LRRC8E LSM8 LTBP1 LTBP3 LUC7L2 LUCAT1 LYRM7 LZTS3 M6PR MAGOHB MAP3K5 MAP3K8 MAPK8IP2 MASP1 MATCAP2 MDC1 MDH1 MDM4 MDP1 MED13 MED8 MEIS1 MEP1A METTL13 METTL15 METTL17 METTL25 METTL3 MFSD11 MGST2 MIA2 MIA2-AS1 MIF MIGA2 MIR300 MIR3189 MIR375 MIR3912 MIR4437 MIR4638 MIR5696 MIR5707 MIR7-3 MIR7-3HG MIX23 MLH1 MLLT3 MMACHC MMADHC MMP15 MOB4 MOGAT3 MORF4L1 MOSPD3 MPHOSPH9 MPI MPP1 MPV17L2 MRM3 MRPL16 MRPL20 MRPL32 MRPL44 MRPL57 MRPS14 MRPS15 MRPS27 MRPS31 MRPS31P5 MRPS34 MSH5 MSH5-SAPCD1 MSX2 MTAP MTF2 MTMR11 MTRFR MTSS1 MUC12-AS1 MYH9 MYH9-DT MZF1-AS1 N4BP1 N6AMT1 NABP1 NAIF1 NAPA NBEAL1 NBN NBPF1 NBR1 NBR2 NCBP2 NCBP2AS2 NCOA3 NCOR1 NDC1 NDUFAF1 NDUFAF4P1 NDUFAF5 NDUFS2 NEDD9 NEURL2 NEURL4 NFAT5 NFE2L2 NFIX NFKBIA NFKBIB NIBAN1 NIBAN3 NIP7 NLGN1 NLN NPM1 NR1D1 NR2F1 NRDE2 NRP1 NSA2P4 NT5C3A NUDT17 NUF2 NUP153 NUP210L NUS1 NXN OAZ2 OCIAD1 ODAD3 OLA1 OLFM1 ORC2 ORMDL1 OSBP OSBPL6 PAM16 PARK7 PARP9 PART1 PCAT14 PCBP2 PCGF1 PCGF5 PCIF1 PCK1 PCM1 PDAP1 PDCD6P1 PDE4A PDGFRB PDK1 PDK4 PEAK1 PEF1 PEF1-AS1 PEX3 PHF12 PHF5A PHF8 PI4K2A PIK3R1 PIP5K1C PIPOX PISD PIWIL2 PKM PLD1 PLEKHA6 PLG PLK3 PLPBP PLXNB1 PMM2 PMS1 PNLIPRP1 PNO1 PNPLA6 PNPLA8 POLK POLR1F POLR2H POR POU6F1 POU6F2 PPFIA3 PPOX PPP1CC PPP2CA PPP2CA-DT PPP2R3B PPP2R3C PPP2R5E PRKAB2 PRKCI PRKCSH PRMT3 PRORP PRPF3 PRR14L PRUNE2 PSD4 PSMA2 PSMA3-AS1 PSMC2 PSMD3 PSTK PTCH1 PTP4A2 PTRH2 PTRHD1 PWWP2A PXN-AS1 QTRT2 RAB11A RAB11FIP3 RAB27B RAB31 RAB4B RAB4B-EGLN2 RAB5IF RABGGTA RAD51 RAD51-AS1 RAD54B RAET1K RAPGEF6 RASA1 RASSF1 RASSF1-AS1 RASSF4 RASSF5 RBFOX2 RBM23 RBM28 RBM45 RBMXL1 RBPJ RCAN1 RCL1 RCN1 RER1 RETSAT RFX3 RFX3-DT RGN RGS20 RGS5 RIF1 RIOK1 RMND1 RMRP RN7SK RNA5SP60 RNASEH2B RNF10 RNF111 RNF130 RNF138 RNF14 RNF149 RNF19B RNF220 RNF6 RNU11 RNU4-2 RNU7-27P RNVU1-15 RNY4P10 ROCK1 RPF1 RPGRIP1L RPL13A RPL23 RPL23A RPL27 RPL27A RPL34P29 RPL39P40 RPL5 RPL8 RPL9P14 RPLP0 RPLP1 RPS15A RPS7 RREB1 RRS1-DT RSPH3 RSRC2 RSRP1 RTTN RUFY1 RXRB SACS SAE1 SARM1 SBDS SCAMP2 SCAPER SCARF2 SCFD1 SCN4A SCRT1 SCUBE1 SDR39U1 SEC14L5 SEC22B SEC23A-AS1 SEC23B SEC31A SEH1L SELENOP SEMA4C SEPTIN2 SEPTIN8 SERINC4 SERPINA11 SERPINB9P1 SERPINE1 SERPINF1 SESN3 SETD5 SF3A3 SF3B5 SFI1 SFN SFXN5 SGF29 SGK1 SGO2 SH2B1 SH2D6 SH3YL1 SHFL SIAH1 SIRT2 SIRT6 SKA3 SLC11A2 SLC13A3 SLC13A5 SLC16A1 SLC16A1-AS1 SLC16A13 SLC25A12 SLC25A23 SLC25A25 SLC25A42 SLC27A5 SLC35A3 SLC38A10 SLC38A6 SLC39A4 SLC45A4 SLC4A1AP SLC7A5P2 SLC7A6 SLC8A1-AS1 SMAD3-AS1 SMARCD2 SMG1P3 SMG5 SMG7 SMG7-AS1 SMIM13 SNAP23 SNAP25-AS1 SNAPIN SNORD118 SNORD13 SNORD2 SNORD42B SNORD49A SNRPA SNRPA1 SNRPB SNRPB2 SNX17 SORBS2 SORBS3 SORT1 SP5 SPAG7 SPAG9 SPATA1 SPATA33 SPCS1 SPECC1 SPRED2 SPRY1 SRARP SRC SRCAP SREBF2 SRI SRSF2 SSBP1 SSTR5 SSTR5-AS1 STAM2 STAT1 STAT3 STAT6 STK10 STMN3 STX16 STX16-NPEPL1 STX18 STX3 STYK1 SUMF2 SUN3 SUPT7L SWT1 SYBU SYPL1 SZT2 TACO1 TAF1 TAF6L TANK TANK-AS1 TARS2 TBC1D17 TBC1D19 TBC1D22B TBC1D23 TBC1D8 TBC1D9 TBL1X TBX15 TBX3 TBX6 TCP11L2 TDRD3 TECR TEFM TENT5A TESK2 TF TFB2M TFF1 TFF3 TFG TFRC TGFBI THADA THAP7 THAP7-AS1 TIGD1 TIGD6 TIMELESS TIMM22 TIPARP TIPARP-AS1 TK1 TLE3 TLE4 TMA7 TMCO6 TMED1 TMED4 TMEM101 TMEM106C TMEM18 TMEM18-DT TMEM186 TMEM217 TMEM248 TMEM258 TMEM267 TMEM39A TMEM52 TMEM79 TMEM87A TMUB2 TNFRSF21 TNPO1 TNRC18 TOB2 TOMM40 TOR1AIP1 TPH2 TPRG1L TPT1 TPT1-AS1 TRAPPC3 TRIAP1 TRIB1 TRIM41 TRIM44 TRIM52 TRIM52-AS1 TRMT1L TRMT61B TSSC4 TTC27 TTC3 TTC32 TTC32-DT TTI2 TTLL13 TTR TUFM TUT1 TVP23B TYW1 U2AF2 UAP1 UBE2B UBE2D3 UBE2M UBE2O UBE3C UGGT1 UGT2A3 UGT2B10 UGT2B25P UGT2B27P UNC50 UNC93B1 UNK UQCRC1 USF3 USP38 USP53 USPL1 UTRN VARS1 VARS2 VMP1 VNN3P VPS51 VTI1A VTN VWC2L WDPCP WDR25 WDR36 WDR38 WDR6 WEE2-AS1 WNK1 WNK4 WSB2 YIF1A YWHAEP7 ZBED5 ZBED5-AS1 ZBTB10 ZBTB37 ZBTB38 ZBTB40 ZCCHC8 ZCWPW1 ZDHHC12 ZDHHC12-DT ZDHHC18 ZDHHC6 ZFHX3 ZFP62 ZFP91 ZFP91-CNTF ZGRF1 ZKSCAN2 ZMPSTE24 ZMPSTE24-DT ZMYM1 ZNF106 ZNF23 ZNF250 ZNF318 ZNF326 ZNF335 ZNF341-AS1 ZNF384 ZNF484 ZNF501 ZNF592 ZNF594 ZNF594-DT ZNF684 ZNHIT3 ZNRD2 ZNRD2-DT ZSCAN29 ZSCAN9 ZYX HJURP_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HJURP_TARGET_GENES CCDC127 CCT3 CRY2 DDX39B DDX39B-AS1 DEAF1 EEF1A1 ENSG00000230021 GADD45B GP6-AS1 H3-3B IFRD1 ILF2 LINC00431 LINC02568 MALAT1 MED22 MIR5087 MT-CYB MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MT-RNR1 MT-RNR2 MT-TA MT-TC MT-TE MT-TF MT-TG MT-TH MT-TL2 MT-TN MT-TP MT-TR MT-TS2 MT-TT MT-TV MT-TY NCOA7 NDUFV3 PARP2 PHF14 PLD6 PPP1R15A PRPSAP1 RACK1 RNVU1-21 RPL3 RPL7A RPPH1 RPS15A SDHA SNORD43 SNORD84 SNORD95 SPTAN1 TMEM80 TSACC TUBB4B VPS37B WBP2 WDR4 HMCES_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HMCES_TARGET_GENES CBLN3 CNTLN KHNYN KIAA0513 MT-CO1 MT-CYB MT-ND3 MT-ND4 MT-ND4L MT-ND6 MT-TA MT-TC MT-TG MT-TN MT-TQ MT-TR MT-TW MT-TY RAD54B SNORA68 SUPT20H TBL1XR1-AS1 HMG20B_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HMG20B_TARGET_GENES AADACP1 AADAT AARS2 ABCA17P ABCA3 ABCA4 ABCB10 ABCC2 ABCD3 ABCG2 ABHD12 ABHD18 ABHD8 ABT1 ACBD4 ACKR2 ACOT13 ACP2 ACSL5 ACSL6 ACSM3 ACTL6B ACTR3 ACTR6 ACVR1 ACYP2 ADAM22 ADAR ADAT2 ADCK2 ADD3 ADGRB3 ADH4 ADNP ADPRHL1 ADPRS ADRA1A ADRA1D ADRM1 AFDN AFG3L2 AFP AGO2 AGPS AGT AHI1 AHI1-DT AHSG AJUBA AJUBA-DT AK2 AKAIN1 AKAP8L AKR1A1 AKR1C1 ALAS1 ALDH1B1 ALDH3A2 ALDOA ALG10B ALG8 ALKBH2 ALKBH3 ALPL AMACR AMBP AMOTL2 ANAPC5 ANKEF1 ANKRD1 ANKRD11 ANKRD20A5P ANKRD34C-AS1 ANKRD40 ANKRD46 ANKRD54 ANKZF1 ANXA2 ANXA4 AOC4P AP2A2 AP3B2 AP4B1 APBA3 APLP2 APMAP APOA1 APOA2 APOA5 APOB APOC3 AQP10 AQR ARHGAP11B-DT ARHGAP18 ARHGAP24 ARHGEF1 ARHGEF10L ARHGEF12 ARHGEF2 ARHGEF2-AS1 ARHGEF37 ARHGEF39 ARID1A ARID2 ARID4A ARID4B ARIH1 ARL14EP ARL5B ARL6IP5 ARMT1 ARRDC3 ARRDC3-AS1 ARSB ARSF ASAP1 ASB1 ASGR2 ASXL1 ATAD2 ATF3 ATF6 ATF7IP ATF7IP2 ATG16L1 ATG2A ATG9A ATMIN ATP13A4 ATP1B1 ATP5MC2 ATP5ME ATP6V1G2 ATP6V1G2-DDX39B ATP7B ATRAID ATXN2L ATXN7L1 AURKAIP1 AUTS2 AZGP1 B3GALT9 B4GALT2 B4GALT4 BABAM1 BANF1 BARHL1 BATF2 BBOX1 BCAR1 BCKDHB BCKDK BCL6 BCL7C BCO2 BECN1 BFSP1 BHLHA15 BHLHE40 BICDL3P BIRC2 BLTP2 BMF BOD1L1 BORCS8 BORCS8-MEF2B BPHL BRCA1 BRD1 BRF2 BRWD1 BRWD1-AS2 BTG2 BTG2-DT BTNL12P BZW1 BZW1-AS1 C10orf143 C11orf65 C11orf68 C12orf76 C19orf25 C1RL C1orf112 C2CD5 C2orf15 C2orf42 C3 C3orf38 C5 C5orf63 C8orf82 CA2 CA3-AS1 CA5A CABLES1 CACNB4 CACNG2 CACNG2-DT CAHM CALM1 CALM2 CAMKK2 CAMSAP2 CAMTA2 CAP2 CAPG CAPN10 CAPN10-DT CAPRIN2 CAPS2 CAPZA2 CARNMT1-AS1 CASD1 CASKIN2 CASZ1 CATSPERB CATSPERD CBLL1 CBLL1-AS1 CBX4 CBX8 CCDC103 CCDC106 CCDC107 CCDC159 CCDC18-AS1 CCDC191 CCDC192 CCDC57 CCDC59 CCDC88A CCL20 CCN2 CCNC CCND3 CCNG2 CCNI CCNP CCS CCT2 CCT6A CCT6P3 CCZ1B CD22 CD274 CD63 CD63-AS1 CDAN1 CDC14B CDC16 CDC27 CDC37L1 CDC37L1-DT CDC42BPB CDC42P1 CDCA5 CDH23 CDH24 CDIP1 CDK11A CDK14 CDK5RAP1 CDKN2AIPNL CDR2 CEACAM16-AS1 CELSR1 CELSR3 CENPA CENPF CENPL CENPN-AS1 CENPT CENPU CEP112 CERNA3 CERS2 CFAP20 CFL1 CGGBP1 CHCT1 CHD6 CHI3L2 CHIT1 CHKA CHKA-DT CHMP1B CHN2 CHP1 CHST15 CIB2 CIRBP CISD1 CISD2 CISH CITED2 CKAP2 CKAP2-DT CKAP5 CLDN23 CLDN6 CLIC4 CLNS1A CLOCK CMBL CMC1 CNBP CNGA1 CNIH2 CNNM3 CNOT9 CNPY2 CNST CNTNAP3P2 CNTRL COG1 COL18A1-AS2 COL27A1 COLEC11 COMMD2 COMMD4 COMMD5 COMMD6 COPA COPB1 COPS4 COPS7A COPS7B COQ5 CORO6 COX16 CPB2 CPD CPLX2 CPNE8 CPPED1 CPT2 CRADD CRBN CRIM1 CRIM1-DT CRK CRLS1 CRYBB2P1 CRYBG1 CSNK1A1 CSNK1D CSTPP1 CTCF CTCF-DT CTDSP1 CTH CTNNB1 CTNND1 CTSA CTSC CTSD CTXN2 CTXN2-AS1 CUL3 CUL4A CUX1 CWF19L2 CYB5AP2 CYB5R4 CYP26B1 CYP3A43 CYP7A1 CYREN CYRIB DAB1 DAGLB DAPK2 DARS2 DBF4B DBNDD1 DCAF11 DCBLD2 DCLRE1B DCP1B DCTN5 DCTN6 DCTN6-DT DCTPP1 DCUN1D4 DDA1 DDX11L5 DDX23 DDX51 DECR2 DENND10 DENND5B-AS1 DGAT2 DGCR8 DGKD DGUOK DHRS3 DHRS7B DHX36 DHX40 DHX8 DIAPH1 DISC1 DLC1 DLST DMAP1 DNAAF3 DNAAF4 DNAAF4-CCPG1 DNAH14 DNAH2 DNAI1 DNAJB11 DNAJB1P1 DNAJC19 DNAJC2 DNER DNM1L DNMT3A DOCK4 DOHH DOK6 DOP1B DOT1L DPP9 DPY19L1 DPY19L4 DPY30 DR1 DRAIC DRAM1 DRAP1 DRD3 DRG2 DSP DSP-AS1 DST DSTN DSTYK DTD2 DTNBP1 DTWD1 DTX4 DUS1L DUSP6 DUSP9 DYNC2LI1 DYRK4 DZIP1 E2F5-DT E2F6 EBF4 EBLN3P EBPL ECH1 ECHDC2 ECSIT EDC4 EDF1 EEF1A1 EEF1A1P23 EEF1AKMT2 EEFSEC EEIG1 EEPD1 EFCAB13 EFCAB13-DT EFHD1 EFL1 EFNA1 EFTUD2 EHD4 EHHADH EIF1 EIF1AD EIF2B3 EIF2D EIF2S2P5 EIF3F EIF4E2 EIF4H ELAC1 ELDR ELF1 ELL ELOVL1 EMC3 EMC3-AS1 ENOSF1 ENPP3 ENSG00000187951 ENSG00000199566 ENSG00000213963 ENSG00000223969 ENSG00000224090 ENSG00000226733 ENSG00000229425 ENSG00000232995 ENSG00000238185 ENSG00000246331 ENSG00000255585 ENSG00000260288 ENSG00000267882 ENSG00000270571 ENSG00000271860 EOGT EOGT-DT EP400P1 EPB41L4B EPB41L5 EPM2A EPM2A-DT EPOR ERAP1 ERCC1 ERCC2 ERCC3 ERICD ERICH2-DT ERLIN2 ESRRA ETV4 ETV6 EVA1A-AS EVL EXD3 EXOC2 EXOC3L4 EXOSC3 EXOSC6 EZR F10 F2 F2RL1 FA2H FABP5P3 FADS1 FAH FAHD1 FAM107B FAM118B FAM133B FAM13A FAM169A FAM186A FAM187A FAM21FP FAM227B FAM228B FAM3B FAM86C1P FAM86C2P FAM98B FANCB FANCC FANCG FARP2 FARSA FBLN1 FBXL17 FBXL18 FBXL8 FBXO21 FBXO30 FBXO34 FBXO34-AS1 FBXO36 FBXO36P1 FBXO38 FBXO38-DT FBXO6 FBXW2 FCHSD2 FER1L4 FGA FGD4 FGG FGGY FILIP1L FIZ1 FLNA FLOT1 FLRT3 FLVCR1 FLVCR1-DT FNDC3A FNDC3B FOSL2 FOXA2 FOXC1 FOXJ3 FOXN2 FOXN3 FOXN3-AS1 FRA10AC1 FRG1 FRG1-DT FRG1BP FRG1CP FRG1DP FRG1HP FRS2 FRS3 FSD1L FUT5 FZD1 G6PC3 GAB1 GABBR2 GABRE GAMT GAS8 GATAD2A GCFC2 GCHFR GCNT2 GEMIN5 GEMIN6 GET1 GFI1B GFM2 GGPS1 GIPC1 GIT1 GLIS2-AS1 GLRA1 GLTC1 GLTPD2 GMEB2 GNAL GNAQ GNE GNPNAT1 GOT1 GOT1-DT GPATCH4 GPBP1L1 GPR158 GPR39 GPR6 GPR89A GPRC5C GPS1 GPT GPX2 GRAMD4 GRB2 GRB7 GREB1 GRIA2 GRIN1 GRINA GRM1 GRM2 GRN GRSF1 GSPT1 GSR GSTCD GSTO1 GSX1 GTF2B GTF2H2C GTF2IRD1 GTF3C3 GTF3C5 GTF3C6 GUSBP1 GUSBP18 GUSBP2 H2AC17 H2BC17 H3C12 H3C6 HAAO HADHA HADHB HAGH HAL HBP1 HCG14 HCG15 HCG27 HDAC2 HDAC2-AS2 HDAC5 HDX HEG1 HEMK1 HERPUD2 HERPUD2-AS1 HES1 HHATL HIBCH HID1 HINT2 HISLA HIVEP1 HMGA1 HMGB1P8 HMGCR HMGN2P46 HMGXB3 HNF1A HNF1A-AS1 HNMT HNRNPA1P30 HNRNPD HNRNPD-DT HNRNPL HNRNPLL HNRNPR HNRNPUL1 HOXA4 HPD HPN HPX HRH3 HS2ST1 HS3ST2 HS3ST3B1 HSD17B11 HSD17B12 HTR1A HTR5A ICE1 ID2 ID2-AS1 IDH3A IER2 IER3 IER3-AS1 IER5L IFFO1 IFT122 IGF1R IGF2BP2 IKBKG IKZF3 IKZF4 IL4R IL6R ILVBL IMPA1 IMPA2 INAVA ING1 INHA INHBE INKA1 INKA2 INKA2-AS1 INSR INTS10 INTS12 INTS14 INTS5 IP6K2 IPO7 IQGAP2 IRF2 IRF2-DT IRF2BPL IRS1 ISG20 ISL2 ISLR2 IST1 ITFG2-AS1 ITGAL ITGB5 IVD IZUMO4 JADE1 JAGN1 JPT2 JPX JRK JSRP1 KANSL3 KATNA1 KBTBD4 KCNC1 KCNH6 KCNK12 KCNQ2 KCTD18 KCTD21-AS1 KCTD5 KDM1A KDM3A KDSR KEAP1 KHDRBS1 KIAA1217 KIAA1586 KIF16B KIFC3 KLF16 KLHL17 KLLN KLRG1 KMT2C KMT5A KNG1 KPNA3 KPNA7 KPNB1 KPNB1-DT KRR1 KRT19 KRT8 KRTAP3-1 LAPTM4A LAPTM4A-DT LARP1 LASP1 LBP LDLRAD4 LEMD3 LFNG LGR5 LHFPL5 LIG4 LIMD1-AS1 LINC00216 LINC00240 LINC00485 LINC00870 LINC00957 LINC01124 LINC01186 LINC01270 LINC01273 LINC01293 LINC01484 LINC01560 LINC01586 LINC01588 LINC01600 LINC01703 LINC01719 LINC01729 LINC01749 LINC01767 LINC01820 LINC01843 LINC01900 LINC01976 LINC01977 LINC02015 LINC02166 LINC02275 LINC02280 LINC02324 LINC02352 LINC02410 LINC02418 LINC02428 LINC02447 LINC02458 LINC02585 LINC02593 LINC02919 LINC02960 LINC02976 LINC02980 LINC02983 LINC03037 LINC03064 LIX1L LMAN2 LMBR1 LMCD1 LMCD1-AS1 LMNB1 LMNB1-DT LMO7 LNCATV LNCRNA-IUR LOC100505915 LOC124906194 LONP1 LONP2 LONRF3 LOX LPAR6 LPCAT3 LRIG3 LRIG3-DT LRMDA LRP12 LRPAP1 LRRC40 LRRC58 LRRIQ1 LSAMP LTO1 LUC7L LYPLAL1 LYPLAL1-DT M6PR MAB21L3 MACF1 MAD2L1BP MAGOH MAGOH-DT MAML2 MAML3 MAN2C1 MANSC1 MAP2K6 MAP3K3 MAP3K5 MAPK11 MAPK1IP1L MAPK8 MAPK8IP1 MAPK8IP2 MAPKAPK3 MAPKBP1 MARCHF4 MARCHF8 MASP1 MAST3-AS1 MAVS MAZ MBD4 MBD6 MBL2 MBNL1 MBNL3 MBTPS2 MCM8-AS1 MCPH1-DT MDH1 MDM2 MEAF6 MED15 MED15P9 MED23 MED4 MEF2A MEIS1 MELK METAP1D METAP2 METTL15 METTL18 METTL25 METTL9 MFAP1 MFSD8 MGRN1 MHENCR MICB MICU2 MICU3 MIR145 MIR1538 MIR17HG MIR22HG MIR300 MIR3678 MIR375 MIR3913-1 MIR3928 MIR4437 MIR4519 MIR5091 MIR549A MIR5588 MIR584 MIR6781 MIR7-3 MIR7-3HG MIR762HG MIR7973-1 MIR9-3HG MITD1 MIX23 MIXL1 MKRN1 MLYCD MMD MNAT1 MOB1A MOB3A MOB4 MOGAT3 MORN5 MOSPD2 MOV10L1 MPC2 MPLKIP MPP1 MRAS MRPL13 MRPL16 MRPL30 MRPL38 MRPL39 MRPL44 MRPL46 MRPL48 MRPL54 MRPS10 MRPS14 MRPS15 MRPS23 MRPS31 MRPS31P5 MRRF MSANTD2 MSANTD2-AS1 MSH2 MSTO2P MT1E MTBP MTCO3P47 MTERF1 MTERF4 MTF2 MTHFD1L MTHFS MTIF2 MTIF3 MTRF1 MTUS1 MTUS1-DT MVB12B MXI1 MYADM MYCBP2 MYH14 MYL5 MYO18A N4BP1 N4BP2L1 N6AMT1 NAB1 NACA NACA4P NAGLU NAPG NBAS NBPF11 NBPF12 NBPF25P NCBP3 NCK1 NCK1-DT NCOA2 NCOA3 NCOA7 NCOR1 NCOR2 NCSTN NDRG2 NDUFA11 NDUFA8 NDUFAF1 NDUFAF5 NDUFS3 NDUFS7 NDUFS8 NEAT1 NECTIN3 NECTIN3-AS1 NEDD4 NEK9 NELFA NELFCD NET1 NEURL2 NFAT5 NFATC3 NFE2L2 NFKBIA NFKBIL1 NFKBIZ NGEF NHERF2 NHSL1 NIPAL1 NIT2 NKAIN1 NKAPP1 NKIRAS1 NKPD1 NLGN2 NMBR NME1 NME1-NME2 NME9 NOC3L NOC4L NOL9 NOMO3 NOP10 NORAD NOS3 NOXA1 NPDC1 NPPB NR1D1 NR1H3 NR1I3 NR2F1 NRIP1 NRP1 NRSN2 NSA2 NSFL1C NSG2 NSL1 NSUN6 NUBP1 NUDC NUDT3 NUDT8 NUF2 NUFIP2 NUP107 NUP107-DT NUP54 NUS1 NUTM1 NXF1 NXN OAZ1 OBSCN-AS1 OBSL1 ODC1 ODC1-DT OGDHL OGT OLA1 OMA1 ONECUT2 OPA1 OPRM1 ORMDL3 OSBP2 OSBPL10 OSBPL6 OSGEPL1 OSMR OSMR-DT OTUD7B OTULIN-DT P2RX6 P3H2 P3H2-AS1 PACSIN2 PAFAH1B1 PAFAH2 PALB2 PAQR4 PAQR7 PARG PARP10 PC PCAT14 PCAT6 PCBP2 PCDHGB1 PCID2 PCLAF PCSK1 PDCD6 PDCD6P1 PDE4C PDE6D PDGFRB PDK4 PDK4-AS1 PDLIM1 PDPR PEBP1 PELP1 PELP1-DT PER2 PEX3 PEX5L PFKM PFN2 PGBD5 PGC PGGT1B PGLS PGLS-DT PGP PGRMC2 PHACTR4 PHF21A PIAS4 PIK3R1 PIK3R2 PIM1 PKDCC PKM PLA2G4E-AS1 PLAAT5 PLCB1 PLCL1 PLEC PLEKHG2 PLEKHM3 PLEKHO1 PLG PLK1 PLS1 PLXDC1 PNPT1 POGK POGLUT1 POGZ POLDIP3 POLG POLG-DT POLM POLR1A POLR2C POLR2J POLR2J4 POLR3B POM121 POM121C POR POTEF POU2AF1 PPARGC1A PPCDC PPFIA3 PPIA PPIH PPM1H PPM1N PPP1R3C PPP1R9A PPP2R5B PPP6R1 PRAG1 PRDX1 PRH1 PRKAB2 PRKCA-AS1 PRKCZ PRKD2 PRND PRPSAP2 PRR3P1 PRR4 PRR5 PRRT1B PRSS27 PRXL2A PSCA PSD4 PSEN1 PSMA3-AS1 PSMC2 PSMD8 PSME3 PSMF1 PSORS1C1 PSPH PTCD3 PTEN PTK2B PTP4A2 PTPA PTPN18 PTPRN PTPRS PUS10 PWWP2A QKI QTRT2 R3HDM2 R3HDM2-DT RAB10 RAB11A RAB27A RAB31 RAB37 RAB3D RABGAP1L RAD51 RAD51-AS1 RAD51C RAD52 RAD9A RAD9B RALGAPB RANBP3 RANBP3-DT RANBP6 RANBP9 RAP1GAP RAP2A RASA4CP RASAL2 RASAL2-AS1 RBBP4 RBBP5 RBBP6 RBFOX2 RBM17 RBM18 RBM23 RBM28 RBM45 RBMS1 RBP4 RBPJ RBSN RCAN1 RCAN3 RCL1 RCN1 RCOR1 RCOR3 RERE RESP18 REXO4 RFNG RFPL1S RFXANK RGMB RGMB-AS1 RGN RGS14 RGS3 RGS5 RHEX RHOB RHOT1 RHOT2 RILP RIT1 RMDN2 RMND1 RMND5A RN7SKP175 RN7SKP92 RNA5SP60 RNF111 RNF130 RNF167 RNF185 RNF19B RNF208 RNF8 RNFT2 RNGTT RNU11 RNU4-1 RNU5E-1 RNU6-323P RNU6-599P RNU6-8 RNU6ATAC RNU7-27P RNVU1-19 RNVU1-28 RNVU1-30 RNVU1-31 RNVU1-6 RNY4P10 RO60 ROCK1P1 RPH3AL RPH3AL-AS2 RPL15 RPL22L1 RPL27 RPL31P24 RPL35AP2 RPL37 RPL39P40 RPL41 RPL4P6 RPL9P14 RPS19 RPS19BP1 RPS20 RPS23 RPS29P16 RPS6KL1 RPS7 RPS7P1 RPUSD4 RRAGA RRAS RRBP1 RREB1 RRN3 RRP15 RRP7A RSPH3 RTF2 RTTN RUSF1 RUSF1-DT RWDD1 RXRB S100PBP SACM1L SAMD1 SAR1A SARM1 SART1 SATB2 SAXO1 SCAF1 SCAF11 SCAMP1 SCAMP1-AS1 SCAMP5 SCAND3 SCAT1 SCG2 SCG3 SCGN SCN4A SCP2 SCRT1 SCTR-AS1 SCUBE1 SDAD1 SDC1 SEC13 SEC14L5 SEC22B SEC23A SEC24A SECISBP2L SELENOF SELENOP SEMA3B SEMA4C SENP1 SENP2 SEPTIN10 SEPTIN11 SEPTIN12 SEPTIN9 SERP1 SERPINA1 SERPINA11 SERPINA12 SERPINA3 SERPINB6 SERPINB9P1 SERPINF1 SETD5 SEZ6 SF3B6 SFI1 SFXN5 SGK3 SGMS1 SGMS1-AS1 SGO2 SH3BGRL2 SH3BP2 SH3D21 SH3GL1 SH3KBP1 SH3TC2 SH3TC2-DT SH3YL1 SHB SHC2 SHFL SHTN1 SIAE SIKE1 SIRT1 SIX5 SKIDA1 SLBP SLC12A1 SLC13A3 SLC13A5 SLC16A3 SLC16A5 SLC1A4 SLC24A1 SLC25A10 SLC25A11 SLC25A18 SLC25A19 SLC25A25 SLC25A36 SLC25A40 SLC25A45 SLC2A3 SLC2A4RG SLC2A6 SLC2A9 SLC33A1 SLC34A3 SLC35A3 SLC35D1 SLC38A6 SLC38A9 SLC39A3 SLC43A2 SLC44A1 SLC45A4 SLC4A1AP SLC51B SLC5A2 SLC5A6 SLC7A5P2 SLC7A6 SLC7A7 SLC9A1 SLC9A5 SLC9A8 SMAD3-AS1 SMAD7 SMAP2 SMARCD2 SMC3 SMC5 SMC5-DT SMG1 SMG1P1 SMG1P3 SMG6 SMG8 SMIM13 SNAP25-AS1 SNAPC2 SNHG11 SNHG6 SNORA74C-1 SNORC SNORD118 SNORD13 SNORD3A SNORD3J SNORD54 SNRNP27 SNRPB SNRPB2 SNTG1 SNX10 SNX12 SNX24 SNX30 SNX30-DT SNX31 SNX7 SNX8 SOCS4 SORBS3 SORD2P SOS1 SOWAHB SOWAHC SOX2-OT SP5 SPA17 SPAST SPATA13 SPATS2 SPCS1 SPDYE1-AS1 SPHK1 SPOP SPRED2 SPRING1 SPRY2 SQOR SRARP SRFBP1 SRI SRP19 SRP72P2 SRRM2 SRRM3 SRSF11 SRSF6 SRSF7 SSBP1 SSBP4 SSTR5 SSTR5-AS1 SSU72 SSUH2 SSX2IP ST18 ST6GAL1 ST6GALNAC6 STAG3L5P STAG3L5P-PVRIG2P-PILRB STAT1 STAT3 STAT4 STEAP1 STKLD1 STMN3 STN1 STT3A STX10 STX16 STX16-NPEPL1 STX18 STX18-AS1 STXBP5L STXBP6 SUB1 SUGCT SULF2 SUN2 SUPT7L SVOP SYN1 SYN3 SYNCRIP SYNJ2BP SYNJ2BP-COX16 SYP SYT7 SZRD1 TAB1 TACC3 TACO1 TAF1 TAF15 TAF1B TAF4 TAF5 TARBP1 TARS2 TAS1R1 TAS2R14 TASOR2 TATDN3 TBC1D13 TBC1D16 TBC1D19 TBC1D22A TBC1D8 TBCCD1 TBL1X TBPL1 TBX2-AS1 TBX3 TCAF1 TCEA1 TCF12 TCIRG1 TDGF1 TDP2 TDRD7 TDRKH TDRKH-AS1 TEAD4 TENT5B TEX10 TEX14 TEX2 TF TFB2M TFDP1 TFF1 TFRC TGFBI TGFBR3 TGIF1 TGS1 THOC5 TIA1 TIGD1 TIGD2 TIMM23B TINAGL1 TLCD3B TLE3 TLE4 TLL2 TLR3 TM9SF4 TMED9 TMEM129 TMEM144 TMEM14B TMEM14B-DT TMEM177 TMEM179 TMEM179B TMEM181 TMEM202-AS1 TMEM205 TMEM220 TMEM231P1 TMEM242 TMEM242-DT TMEM243 TMEM250 TMEM255A TMEM256 TMEM256-PLSCR3 TMEM268 TMEM39A TMEM44 TMEM68 TMEM69 TMEM98 TMTC2 TNFRSF21 TNFSF4 TNPO1 TNRC6B TOB1 TOB1-AS1 TOB2 TOMM20L TOMM20L-DT TOMM22 TOMM22-DT TOP3B TOR1A TP73-AS3 TPH2 TPRA1 TPST1 TRABD2A TRADD TRAPPC6B TRAPPC9 TRGV7 TRIB1 TRIB3 TRIM2 TRIM25 TRIM26 TRIM35 TRIM44 TRIM67 TRIM69 TRIP12 TRIP4 TRMU TRNAU1AP TRPC7 TSC1 TSEN54 TSG101 TSGA10 TSPAN19 TTC21B TTC26 TTC27 TTC3 TTI2 TTLL1 TTLL4 TTYH1 TUBB4B TUBGCP3 TUBGCP6 TVP23B TVP23C TVP23C-CDRT4 TXNDC11 TYMS TYMSOS U2SURP UBA3 UBA5 UBAP1L UBB UBE2D3 UBE2I UBE2L3 UBE2V1P4 UBE2Z UBP1 UBR3 UBR5 UBXN6 UCHL5 UCP2 UFL1 UFL1-AS1 UGDH UGDH-AS1 UGGT1 UGT2A3 UHRF1BP1L-DT UICLM UNC80 UNKL UPP2 UQCC6 USP1 USP12 USP12-DT USP13 USP2 USP32 USP37 USP47 USP54 UTP11 UTRN VARS2 VGF VIP VIRMA VIRMA-DT VKORC1 VLDLR VLDLR-AS1 VMAC VPS25 VPS29 VPS37D VPS51 VRK3 VSIG10 VSNL1 VTRNA1-1 VTRNA1-2 VWC2L WAC WAC-AS1 WARS1 WASHC2C WDFY1 WDFY2 WDHD1 WDR11 WDR11-DT WDR13 WDR24 WDR25 WDR31 WDR36 WEE2-AS1 WHAMM WHAMMP3 WIZ WNK4 WSB2 WWP2 XPOTP1 XRN1 YAP1 YARS1 YPEL3 YPEL3-DT YTHDF2 ZBED4 ZBED5 ZBED5-AS1 ZBED6 ZBED9-AS1 ZBTB18 ZBTB20 ZBTB34 ZBTB38 ZBTB40 ZBTB45 ZBTB8OS ZC3H11A ZC3H12A ZC3H12A-DT ZC3H3 ZC3H6 ZC3H7A ZC3H7B ZC3HAV1 ZCCHC2 ZCCHC4 ZCCHC7 ZDHHC18 ZEB1 ZEB1-AS1 ZER1 ZFAND2B ZFHX2 ZFP1 ZFP30 ZFPL1 ZFYVE16 ZFYVE27 ZKSCAN2 ZKSCAN3 ZKSCAN4 ZKSCAN8P1 ZMIZ1 ZMIZ1-AS1 ZMYND11 ZMYND8 ZNF100 ZNF12 ZNF131 ZNF20 ZNF205 ZNF213-AS1 ZNF217 ZNF23 ZNF252P ZNF266 ZNF277 ZNF280D ZNF281 ZNF282 ZNF286A ZNF286A-TBC1D26 ZNF30-AS1 ZNF337-AS1 ZNF350 ZNF354B ZNF391 ZNF41 ZNF416 ZNF420 ZNF444P1 ZNF451 ZNF473 ZNF490 ZNF491 ZNF503 ZNF503-AS2 ZNF524 ZNF554 ZNF580 ZNF581 ZNF600 ZNF629 ZNF641 ZNF706 ZNF74 ZNF747-DT ZNF767P ZNF770 ZNF786 ZNF790 ZNF815P ZNF821 ZNF827 ZNF846 ZNF860 ZNHIT6 ZRANB3 ZSCAN12 ZSCAN16-AS1 ZSCAN2 ZSCAN9 HMGA1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HMGA1_TARGET_GENES A2M A2MP1 ABCA10 ABCA4 ABCB5 ABI2 ABT1 ACACB ACAD10 ACADL ACBD7 ACIN1 ACOXL ACSL3 ACTG1P13 ACTG1P15 ACVR1C ADAD1P1 ADAM3A ADAM9 ADD3 ADGRE4P ADGRF5 ADGRF5P1 ADGRL3 ADH1B AFG3L2 AGK AGPAT5 AHCYL2 AHI1 AHSA2P AIDA AIG1 AKAP17A AKAP9 AKR1C1 AKR1C5P ALLC AMD1 AMER2 AMY2B ANAPC1P6 ANAPC5 ANGPTL1 ANGPTL6 ANK3 ANKRD13C ANKRD20A11P ANKRD33 ANKRD33BP10 ANKRD33BP2 ANKRD33BP6 ANKRD44 ANKRD46 ANKRD7 ANKUB1 ANO10 ANXA10 ANXA2 ANXA5 AOX1 AP2B1 AP4S1 APBA3 APC ARF1P1 ARFGEF1 ARHGAP10 ARHGAP12 ARHGAP15 ARHGEF11 ARHGEF28 ARID4B ARPC3P3 ARSD ARSL ASAH1 ASCC3 ASH1L-IT1 ASIC5 ASNSP4 ASPH ASS1P3 ASS1P5 ATF7IP2 ATG2B ATG4A ATM ATP1B3 ATP1B3P1 ATP5MGP8 ATP6V0A4 ATP9B B3GALNT2 B3GNT6 BANF1P4 BBX BCAS3 BET1 BIRC8 BLTP1 BMP2 BMX BNIP1 BOLA1 BORCS7 BORCS7-ASMT BPNT1 BPTF BRCA1 BRWD1 BSDC1 BUD31 C1DP2 C1RL-AS1 C1orf167 C20orf173 C2CD5 C8B C8orf34 CA5A CABYR CACNB2 CALCOCO2 CALHM4 CAMKMT CAPN7 CAPS2 CAPZA1 CASC6 CASC8 CASK-AS1 CATSPER2P2 CBFA2T2 CBLN2 CCBE1 CCDC102B CCDC138 CCDC144NL-AS1 CCDC158 CCDC172 CCDC178 CCDC18-AS1 CCDC66 CCDC73 CCDC82 CCDC88A CCL28 CCNB1IP1 CCNB3 CCPG1 CCSER1 CD163L1 CD36 CD38 CD55 CD84P1 CDC16 CDK1 CDK17 CDK2AP2P2 CDKL1 CDKN2A-DT CDKN2B CENPF CEP41 CEP76 CEP97 CFAP221 CFAP44 CFAP61 CFH CFLAR CFTR CHMP7 CHN1 CHRM3 CHRM5 CKS1BP1 CLDN16 CLEC2B CLEC2D CLHC1 CLINT1 CLK1 CLNK CLUH CLUL1 CLVS1 CMYA5 CNKSR2 CNN2P9 CNN3 CNOT1 CNTN1 CNTNAP3 CNTNAP3B COBLL1 COG3 COL11A2P1 COL21A1 COL6A3 COPS2 COPS3 COQ3 CORIN COX5BP3 COX7CP4 CPB1 CPD CPNE4 CPNE8 CPS1-IT1 CPSF3 CRAT37 CRB1 CRHBP CRIP1P2 CRLS1 CRNDE CROT CS CSN1S1 CT75 CTD-2350J17.1 CTPS1 CTSD CTTNBP2 CXXC1 CYB5R2 CYCSP4 CYLD CYP1B1-AS1 CYP2C8 DAB1-AS1 DAG1 DAZAP1 DCLRE1C DCUN1D2 DCUN1D4 DDTP1 DDX18 DDX46 DDX5 DDX55 DDX60L DEFB134 DENND2B DEPDC1 DHRS9 DICER1 DIMT1 DIP2B DIRAS2 DIS3L DMAC2L DMXL2 DNAH3 DNAJB13 DNAJB14 DNAJC17P1 DNAJC2 DNM1P38 DOCK7 DOP1B DPRXP4 DPY19L1 DPYD-AS1 DPYS DSCR4-IT1 DUS4L DYNC2I1 DYNC2LI1 DYNLT3 DYNLT5 E2F3-IT1 E2F5 EBF1 ECD ECT2 EEF1DP8 EFCAB13 EFCAB2 EFCAB3P1 EFCAB8 EGLN3 EHBP1 EHMT1 EIF3J EIF3LP2 EIF4A1P6 ELK4 ELL2 EMBP1 EML6 EMSY ENPP3 ENSG00000187951 ENSG00000212415 ENSG00000212626 ENSG00000213963 ENSG00000226690 ENSG00000241345 ENSG00000250378 ENSG00000256732 ENSG00000259737 ENSG00000260581 ENSG00000274458 ENSG00000282904 ENTPD4 EPB41 EPB41L5 ERI1 ERICH6 ESF1 ESR2 ETF1P3 ETFB EXOSC9 EXT2 EYA4 EZH1 FABP2 FAM182B FAM184A FAM200B FAM21EP FAM227B FAM229A FAM230G FAM240B FAM3C2P FAM98B FARP2 FBXO9 FCHSD2 FEZ2 FLG-AS1 FMN1 FMN2P1 FOCAD FOXB1 FOXD3-AS1 FOXJ3 FOXK2 FOXP2 FOXR1 FRG2DP FRMD3 FRYL FSBP FTH1P2 FTO FUNDC2P1 FYTTD1 G6PC2 GABRA6 GABRB3 GAL3ST1 GALK2 GALNT16 GAPDHP43 GAPT GATA4 GCSHP4 GFPT1 GIT2 GLRA2 GLRX2 GLRX3 GLS GLT8D2 GLTPP1 GLYAT GNS GOLGA2P6 GOT2P3 GPC2 GPHN GPR158 GPRIN3 GRAMD1B GRK4 GSTM2 GSTP1 GTF3C1 GUCY2D GYS2 H3P10 H3P37 HACE1 HBD HBG2 HCG24 HDAC9 HDDC2 HECTD4 HERC3 HERPUD1 HEXB HHLA2 HIGD1AP18 HLA-DOA HLA-DPA3 HLA-E HMGB1P13 HMGB1P46 HMGN1P1 HNRNPA1P1 HNRNPA1P37 HNRNPA1P58 HNRNPA1P7 HNRNPLL HNRNPMP2 HOOK1 HPN HPS1 HSD17B12 HSD17B7P1 HSPA8P8 HSPBAP1 HTR3A HUS1 IARS1 ICOS ID4 IFI44L IFITM3 IFT57P1 IFT80 IGF2 IGF2BP2 IGF2R IGHV1OR21-1 IGHV3-48 IGHV3-50 IGHV3-62 IGHV3-76 IGKV2-18 IKBKB-DT IL15 IL18 IL4R IL6ST ILDR1 ILRUNP1 IMPA1 IMPDH1P9 INO80 INPP5D INTS3 INTS8 IP6K2 IQCF1 IREB2 ISCA1P3 ITGA3 ITGAV ITGB3BP ITGB7 ITIH5 ITM2B ITPRID2 JAK1 JAM2 JPT2 KCNAB1 KCNAB1-AS1 KCNK1 KCNMA1 KCTD2 KCTD3 KCTD4 KDM5A KIDINS220 KIF27 KLF12 KLK14 KLKB1 KLRA1P KMT2E KMT5AP3 KNL1 KNTC1 KPNA3 KRT18P2 KRT18P44 KRT18P8 KRT19P1 KRT8P11 KRT8P2 KRT8P6 KRTAP22-2 KRTAP4-1 KRTAP4-5 KSR1 LAMA4 LAMB4 LAMTOR5-AS1 LANCL2 LBR LDHB LDLR LEF1 LIFR LIFR-AS1 LIM2-AS1 LINC00343 LINC00446 LINC00559 LINC00682 LINC00929 LINC01028 LINC01035 LINC01088 LINC01102 LINC01103 LINC01147 LINC01229 LINC01320 LINC01381 LINC01517 LINC01588 LINC01592 LINC01602 LINC01640 LINC01680 LINC01739 LINC01781 LINC01798 LINC01888 LINC01899 LINC01905 LINC02006 LINC02018 LINC02110 LINC02114 LINC02190 LINC02330 LINC02428 LINC02429 LINC02455 LINC02479 LINC02527 LINC02566 LINC02571 LINC02605 LINC02613 LINC02615 LINC02715 LINC02721 LINC02722 LINC02766 LINC02770 LINC02790 LINC02806 LINC02881 LINC02911 LINC02922 LINC02942 LINC02978 LINC03000 LIPN LIVAR LMO3 LOC100289470 LOC124900356 LOC124900366 LOC124900885 LPCAT2 LPIN2 LRCH3 LRIG3 LRP5 LRRC37A3 LRRC51 LRRC52-AS1 LRRFIP1P1 LRRIQ1 LSM14A LYPD1 LYST LYZ MACF1 MAGEC3 MALT1 MAP4K3 MAP9-AS1 MARK2P4 MARK2P5 MARK3 MBD1 MBIP MCEE MED6 MEGF10 MEIS2 MEP1AP1 MFSD1P1 MIA2 MICU2 MIR1537 MIR1915HG MIR2113 MIR3650 MIR3672 MIR3691 MIR3929 MIR4300HG MIR4422HG MIR4450 MIR4471 MIR4477A MIR4529 MIR455 MIR4685 MIR4795 MIR548AR MIR548H3 MIR6806 MIR7154 MIR7156 MIR99A MIRLET7C MIS18A-AS1 MKRN2OS MLIP MMP2 MOK MON1B MON2 MRGPRX9P MROH9 MRPL36P1 MRPL40P1 MRPL48 MRPL54 MRPS30 MRPS35 MSL3P1 MSL3P3 MSR1 MT-ND4 MT-ND4L MT-TP MT-TR MTATP6P18 MTCO3P15 MTCO3P8 MTCYBP36 MTERF3 MTFR1L MTHFD2P4 MTMR12 MTND1P35 MTND4P17 MTPAP MTPN MTRR MUC20-OT1 MXRA7P1 MYBPC3 MYCBPAP MYO1E MZT1P1 N4BP1 N4BP2L2 NAA15 NAB1 NANOGNBP3 NAP1L4P1 NAV2-AS3 NCAPD3 NCEH1 NCOA4P3 NCOR1 NDUFB7 NDUFB8P1 NEGR1 NETO1 NF1 NFAT5 NFATC1 NFATC3 NFE2L2 NFIB NFKBIZ NFXL1 NICN2P NIPA1 NKTR NKX3-2 NOL6 NOTCH2 NPHP3 NPHP3-ACAD11 NPM1P21 NRAD1 NRG1-IT3 NRIR NRXN3 NT5C2 NT5DC1 NUB1 NUBPL NUCB2 NUMB NVL NXPH1 OAZ1P1 ODF1 OMA1 OOSP2 OPA1 OR10AB1P OR10D5P OR14L1P OR2AD1P OR2AJ1 OR2B2 OR2B8P OR2T32P OR4A2P OR4C10P OR4G3P OR4L1 OR52U1P OR5AK3P OR5BN1P OR5H3P OR5H5P OR6C72P OR6K5P OR7D2 OR8I1P OR8J2 OR8R1P OR9G3P OSGEP P3H2 PABPC3 PAIP1 PAPOLA PARD3B PARP14 PARP16 PATJ PCBP1-AS1 PCDH9-AS1 PCDHA2 PCDHB1 PCDHB12 PCDHGA11 PCGF1 PCNX1 PCYOX1 PDCL3P3 PDE11A PDE4D PDE4DIPP6 PDE5A PDGFRA PDK4 PDLIM5 PDS5A PDZRN3 PERPP1 PEX12P1 PEX5 PFN1P2 PFN1P3 PFN1P4 PGBD4P8 PGR-AS1 PHF5AP3 PHF8 PIAS2 PIBF1 PICSAR PIEZO2 PIGC PIGF PIK3CB PIPSL PIWIL2 PKIA PLA2G12A PLA2G4C-AS1 PLAGL1 PLCB1 PLCL1 PLEKHM1 PLOD2 PLS3 PNP POLR2MP1 POP4 PPA1 PPFIA1 PPIAP17 PPIAP7 PPP1R12B PPP1R2 PPP2CB PPP2R5C PRDX3P4 PRIMPOL PRKN PRPF39 PRPSAP2 PRR27 PRR5L PRRG1 PRSS12 PSMC1P10 PSMC3P1 PSME4 PTPN13 PTPN5 PTPRK PTPRT PWRN1 PXK QRICH1 R3HDM1 RAB11FIP2 RAB31 RAB39B RAB3GAP2 RAB6C RAD51B RAI1 RALGAPA1 RANBP17 RANP1 RAPGEF1 RASAL1 RASGRF2 RBKS RBM44 RBMS3 RBX1P1 REPIN1 RFKP2 RFLNB RFPL4AP5 RFTN1 RFWD3 RFX2 RGS1 RGS12 RGS21 RGS9 RHOBTB3 RHPN2P1 RILPL1 RIOK2 RIOK3 RN7SKP160 RN7SKP170 RN7SKP188 RN7SKP246 RN7SKP257 RN7SKP58 RN7SL131P RN7SL296P RN7SL332P RN7SL384P RN7SL44P RN7SL479P RN7SL520P RN7SL538P RN7SL542P RN7SL580P RN7SL581P RN7SL804P RN7SL825P RN7SL93P RN7SL98P RNA5SP153 RNA5SP166 RNA5SP297 RNA5SP30 RNA5SP342 RNA5SP360 RNA5SP361 RNA5SP396 RNA5SP465 RNA5SP491 RNF128 RNF13 RNF135 RNF19A RNF212B RNF213 RNF32 RNF32-DT RNGTTP1 RNU1-45P RNU1-83P RNU11-5P RNU2-45P RNU4-12P RNU4-26P RNU4-4P RNU4-50P RNU4-54P RNU5E-3P RNU5F-7P RNU6-1036P RNU6-1111P RNU6-1135P RNU6-1136P RNU6-1180P RNU6-1271P RNU6-1284P RNU6-136P RNU6-150P RNU6-275P RNU6-308P RNU6-30P RNU6-386P RNU6-439P RNU6-468P RNU6-500P RNU6-534P RNU6-544P RNU6-57P RNU6-583P RNU6-587P RNU6-590P RNU6-602P RNU6-607P RNU6-635P RNU6-674P RNU6-677P RNU6-680P RNU6-790P RNU6-812P RNU6-901P RNU6-911P RNU6-925P RNU6-945P RNU6-968P RNU6-982P RNU6-984P RNU6-987P RNU6ATAC26P RNU6ATAC41P RNU7-130P RNU7-151P RNY3P13 ROCK1P1 ROCK2 RPEP1 RPEP5 RPGRIP1L RPL12P34 RPL12P9 RPL13AP22 RPL17P23 RPL17P24 RPL19P5 RPL19P7 RPL21P132 RPL21P32 RPL21P46 RPL21P53 RPL21P59 RPL21P74 RPL23AP44 RPL30 RPL31P12 RPL34P19 RPL35AP29 RPL35AP4 RPL37A RPL37P15 RPL6P11 RPL7AP2 RPL7L1P14 RPL7L1P4 RPL7P15 RPLP0P7 RPS27AP11 RPS27AP20 RPS27AP8 RPS3AP6 RPS4XP9 RPS6KA5 RPSAP61 RRM2B RRM2P2 RSAD1 RTCA RTN4 RUBCNL RUFY2 RUFY3 RYR3 SACS-AS1 SALL4P6 SAMHD1 SANBR SBF2 SCAF11 SCN2A SCN7A SCN8A SCOC SCP2D1-AS1 SCTR-AS1 SCUBE2 SDCCAG8 SDHC SEC23A SEC63 SELENOTP1 SEMA6B SEPHS1P1 SEPTIN10P1 SEPTIN7P14 SERPINB11 SETDB2 SETP15 SETP16 SETP21 SF3B3 SFT2D1 SFTA1P SGK1 SH3YL1 SHPRH SIDT1-AS1 SILC1 SIPA1L1 SIRLNT SLC12A2 SLC14A1 SLC14A2-AS1 SLC18B1 SLC22A9 SLC25A14P1 SLC25A16 SLC25A36 SLC25A5P5 SLC2A9 SLC38A9 SLC44A3-AS1 SLC4A5 SLC6A16 SLC8A1-AS1 SLCO1B3 SLMAP SMARCA2 SMARCAL1-AS1 SMCHD1 SMCO4P1 SMG8 SMSP1 SMURF2 SMYD3 SNORA12 SNORA16B SNORA20B SNORA71 SNORA74C-1 SNORD123 SNORD65B SNW1 SON SORBS2 SORT1 SPAG6 SPAG9 SPAM1 SPATA16 SPATA4 SPECC1L SPECC1L-ADORA2A SPG11 SPIDR SPIN2B SPRY4-AS1 SPTAN1 SPTLC1 SRGAP1 SRP14P1 SRPRB SRR SRSF5 SSU72P1 ST7 ST7L STAG2 STAG3L5P STAT1 STEAP2 STIL STIM2 STIP1P3 STRAP STUB1P1 SUMO2P5 SUZ12P1 SYNE1 SYNPO2 SYTL1 TAAR1 TAAR8 TARID TAS2R15P TAS2R19 TAS2R42 TASOR TASOR2 TBC1D1 TBC1D32 TCEAL1 TCEAL8P1 TDGF1P4 TENM3-AS1 TEX41 TFAP2A-AS1 TFDP2 TFEC THADA THG1L THOC1 THOC2 TIAM2 TLE2 TLR7 TMEM132D TMEM144 TMEM161B TMEM225B TMEM263 TMEM40 TMEM50A TMEM62 TMPRSS11A TNFRSF19 TNFRSF25 TNIK TNKS TNNI3K TP53BP2 TP63 TPR TPRXL TPT1-AS1 TPTE2 TRAJ13 TRAV28 TRAV29DV5 TRAV9-1 TRDN-AS1 TRHDE TRIM31 TRIM53CP TRIM54 TRIM60 TRMT112P1 TRO TRPA1 TRPM7 TSHZ2 TSPAN8 TTC39C TUBBP6 TXNP6 TXNP7 UBAP1L UBD UBE2D3P2 UBE2E2 UBE2G2 UBE2U UBE4B UBR1 UBR5 UCHL3 UGT2B10 UGT2B11 UMLILO UMODL1 UNC5D UQCC6 URI1 USP14 USP2 USP3 USP34 USP39 USP45 USP6NL USP7 UTP15 VAV3 VBP1 VIRMA VN1R5 VN1R65P VN1R67P VN1R90P VN2R3P VPS35 VSTM1 VWA8-AS1 WAC WDFY2 WDR19 WDR41 WDR7 WFDC10A WFDC8 WTAPP1 XBP1 XPO1 XRN1 YBX3 YTHDF2P1 ZBED2 ZC3H14 ZC3H7A ZDHHC2 ZDHHC20 ZEB2 ZFAND2B ZFAND3 ZFP30 ZKSCAN8P1 ZMYND11 ZNF101P1 ZNF124 ZNF208 ZNF224 ZNF280D ZNF317 ZNF536 ZNF554 ZNF561 ZNF592 ZNF638 ZNF675 ZNF729 ZNF731P ZNF732 ZNF737 ZNF781 ZNF84 ZNF880 ZNF99 ZNG1A ZNG1E ZPLD2P ZPR1P1 HMGB2_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HMGB2_TARGET_GENES ABCB1 ABCC2 ABLIM1 ABRAXAS1P1 ACTR10 ACTR3 ADAMTS3 ADAMTSL1 ADK AGBL5 AGBL5-AS1 AIMP1 AKAP13 ALG2 ALKBH8 ALOXE3 ALS2 ANAPC7 ANKRD13A ANKRD50 ANP32E ANXA1 ANXA2 AP3M1 ARHGAP11A ARHGAP11A-DT ARHGAP11B-DT ARHGAP18 ARHGAP24 ARHGAP26 ARHGDIB ARHGEF7 ARID1A ARID1B ASXL1 ATAD2B ATF7-NPFF ATP5MC1P3 ATP5MFP4 ATP5MG ATP6AP1L ATP6V1G1P6 AXDND1 AZGP1P2 BACH1 BAG6 BANP BBS4 BCKDHA BCL9 BCR BLCAP BLM BMPR1B BOLA1 BOLA2P1 BUD31 C18orf32 C19orf38 C19orf48P C2CD4B C4orf33 C6orf52 CA13 CACTIN CALCOCO1 CALD1 CAPRIN1 CARD16 CARD8 CASP10 CAVIN2-AS1 CCDC103 CCDC138 CCNB1IP1 CCSER2 CCT4 CENPL CEP128 CEP76 CEP95 CFAP418 CHD9 CIAO2A CKS1B CLEC3B CLHC1 CMAHP CMSS1 COG4 COL4A5 COL4A6 COMETT COMMD1 COPS8 COX7A2L CP CPNE4 CRIM1 CRY2 CS CSE1L CSNK1G3 CTNND1 CXCL8 CYP1B1-AS1 DARS2 DAW1 DCAF6 DCTN1 DDX31 DDX39B DDX39B-AS1 DDX3Y DHRS9 DIAPH1 DIAPH1-AS1 DLC1 DLGAP1-AS2 DMTF1 DNAAF10 DNAJC24 DPF3 DTNA DUSP14 DYNC1LI2 DYNC1LI2-DT DZANK1 EFTUD2 EIF4ENIF1 EIF4G2 ELOVL6 EMC3 EMC3-AS1 EMSY ENAH ENC1 ENPP2 ENSG00000187951 ENSG00000230615 ENSG00000232995 ENSG00000233461 ENSG00000248964 ENSG00000257746 ENSG00000261195 EPCAM-DT EPHA4 EPS15L1 ERAP1 ERG ESM1 ETV6 ETV7-AS1 EXOSC5 FAM13A FAM187A FAM237A FARS2 FARSB FBXO38 FEZ2 FGF7 FKBP7 FLOT1 FN1 FOXO1 FOXP1 FRMD3 FRMD6-AS2 FRRS1 G2E3 GAN GARIN5B GAS5-AS1 GFOD2 GGA3 GIMAP1 GIMAP1-GIMAP5 GIN1 GINM1 GINS4 GNA14-AS1 GNS GORAB GORAB-AS1 GOSR2 GOSR2-DT GPR107 GPR21 GPRASP3 GRPEL2 H2BC21 H3C6 H3C9P H4C8 HADHA HADHB HBP1 HCFC1R1 HDGF HECTD3 HECW2 HEXIM1 HHIP HIVEP3 HJV HLA-DMA HMGN4 HNRNPA1 HNRNPC HNRNPUL1 HRG-AS1 HS2ST1 HSPA9 HYCC2 ICE1 IER3-AS1 IFRD1 IFTAP IGF1R IGF2BP2-AS1 IL1RL1 INSYN2B INTS7 IPO13 IQCG IRGQ ISG20 ITGB5 KDM3A KLF7 KLHL4 KMT2A KNL1 LCDR LETR1 LIG1 LIMA1 LINC-PINT LINC00426 LINC00475 LINC00652 LINC00964 LINC01013 LINC01132 LINC01358 LINC02029 LINC02098 LINC02324 LINC02332 LINC02340 LINC02366 LINC02427 LINC02458 LINC02524 LINC02530 LINC02547 LINC02577 LINC02742 LINC02918 LOC124904478 LRRC28 LRRC40 LYRM4 LZTFL1 MACF1 MANCR MAP3K13 MAP3K7 MAPK13 MAPKAPK5 MAPKAPK5-AS1 MARCHF4 MAT2B MBNL1 MBNL1-AS1 MBTPS1 MECOM MEIS1 METTL9 MFSD11 MGLL MGP MINCR MIR100HG MIR181A1HG MIR31 MIR3193 MIR320C1 MIR3681HG MIR4258 MIR4477A MIR4521 MIR7111 MIR99AHG MKKS MREG MRPL11 MRPS22 MRPS33 MRPS7 MT-RNR1 MT-TF MT-TP MTCO3P12 MUC20-OT1 MYL12A MYLK NAV2-IT1 NBPF1 NCBP2L NCEH1 NCLN NCOA7 NDC1 NDUFA4 NDUFB3 NEAT1 NEK6 NFIB NFKBIZ NHLRC3 NME6 NME7 NPHP3 NR3C2 NREP NSUN2 NUCKS1 NUF2 NUP205 NUP35 NUP85 NVL NXN OR10J6P OTUD4 PACSIN2 PAK1IP1 PCBP1 PCBP1-AS1 PCDH18 PCSK1 PDAP1 PDE11A PDE4B PDE7B PECAM1 PES1 PEX26 PI4KB PIN4 PJA2 PKIG PLEKHG1 PLS1 PLSCR4 PLXDC1 PNO1 POLG2 POLR3F POT1 PPIP5K2 PPP1R11 PPP1R16B PPP6R3 PPWD1 PRCC PRICKLE2-AS3 PRKAR2B-AS1 PRKCH PROSER1 PRPSAP1 PRSS23 PSMA3 PSMD1 PSMD6-AS1 PSMG2 PTGES3 PTK2 PTPRR PTX3 RAB7A RABGAP1 RABGGTB RABL2A RABL2B RAP1GAP RAPGEF2 RASIP1 RBBP5 RBIS RBM39 RCC1 REXO1 RGS4 RGS5 RHEB RIN2 RN7SKP11 RN7SKP192 RN7SKP208 RN7SKP225 RN7SKP271 RND3 RNF182 RNF25 RNU2-17P RNU6-1299P RNU6-1300P RNU7-88P ROCK1P1 RPL13AP21 RPL21 RPL22L1 RPL23AP7 RPL23AP82 RPL27P8 RPL31P47 RPL35A RPL36AP44 RPL7AP47 RPL7P41 RPL9 RPS12 RPS14 RPS23 RPS26P43 RPS27A RPS29P16 RRAGA RSL24D1 RSRP1 RUFY1 RUNX1T1 RWDD1 SAMD4A SEC14L1 SEC24C SEC61B SELENOF SEMA3A SEMA4A SEPTIN11 SF3B3 SH3BP4 SKP1 SLC25A19 SLC25A5P7 SLC35B1 SLC35G2 SLC38A2 SLC38A4-AS1 SLC7A11-AS1 SLFN12 SLX4IP SMAD3-AS1 SMAD7 SMC2 SMC4 SMG6 SMURF2 SNORA30B SNORD101 SNORD45C SNORD65 SNORD84 SNRPN SP1 SPAG7 SPCS2 SRD5A1 SRRM5 SRSF11 SRSF3 SSR3 ST13 ST7-AS2 STAM STAM-DT STAM2 STARD13 STAT1 STEAP2 STK17A STK36 STK38L STRN4 SUCLG1 SUCO SUDS3 SUGT1P3 SUPV3L1 TAF15 TAF1D TBC1D1 TBCK TBL1XR1 TBRG1 TCAM1P TCF4 TDGF1P2 TEK TEX53 TGIF1 THBS1 THBS1-IT1 THOC6 TIGAR TM4SF1 TM4SF1-AS1 TMED1 TMEM144 TMEM156 TMEM50A TNFRSF10B TNFRSF19 TNFSF4 TNIK TPD52 TPM1 TPM1-AS TPP2 TPTE2P5 TRAPPC3 TRIM22 TRIM41 TRPM3 TSC22D3 TSN TSNAX TSNAX-DISC1 TSPAN31 TTC8 TTN TXN UACA UBE2E1 UBE3B UBN1 UCHL3 UCK2 UFM1 UPF2 UROD USP17L24 VARS1 VCPIP1 VDAC2 VMP1 VPS37A VPS50 VSIG1 VTI1B VTRNA1-1 VWF WASH3P WNT2B WWTR1 XPNPEP3 YAP1 YBX3 ZBTB20 ZC3H13 ZEB2 ZFYVE1 ZNF225 ZNF225-AS1 ZNF271P ZNF335 ZNF383 ZNF385A ZNF510 ZNF576 ZNF585B ZNF620 ZNF839 ZPLD1 ZRANB2 ZRANB2-DT ZSCAN26 ZSCAN9 HOXA10_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOXA10_TARGET_GENES ACTN4 AGAP2-AS1 ALG5 ALOX12-AS1 ANKIB1 ANXA2 APC ARSK ASH2L ATF6B ATG16L2 ATP5IF1 BDNF-AS BLOC1S1 BORCS5 BRD8 C17orf97 C1orf226 CANX CAPZA2 CCDC107 CCDC115 CCDC146 CCNB1 CD27-AS1 CD55 CDK2AP2 CDK4 CENPK CENPP CHD2 CHEK1 CLASP1 CLCN6 CLUH CNPY2-AS1 COMMD9 COX7A2L CPD CS CSNK1G1 CTDNEP1 CYP51A1 CYP51A1-AS1 DCAF17 DDX46 DHDDS DMXL2 DTX4 DYRK2 DZANK1 EARS2 EEF1G EIF4A2 ELL3 EML6 ENSG00000250041 ENTPD1-AS1 EPB41L4A-AS1 ERCC1 ERCC5 EXOSC8 FAM114A2 FAM161A FAM185BP FAM200A FAU FBXO36 FGFR1OP2 GCDH GCN1 GFM2 GLYCTK GMNN GNAL GOSR2 GOSR2-DT GPR19 GSS GTF2IRD1P1 H2AC25 H2AC7 H2BC26 H2BC7 H3C6 H4C12 H4C2 H4C4 HELB HELQ HNRNPC HSD17B6 HTD2 ICE1 IL1R2 ILF3 ILF3-DT IMP4 IMPDH2 INTS13 IQCD ITGA7 KANSL2 KDM3A KICS2 KIF16B KIF2C KRIT1 KRT8 LARS1 LENG9 LGR5 LIN7C LINC00431 LINC00513 LINC01023 LINC02320 LNPEP LOC105371430 LOH12CR2 LRP6 LUC7L2 MALINC1 MAP3K5 MCCC1 MCTP2 MED11 MED28 MED28-DT METTL8 MFAP3 MRNIP MRNIP-DT MRPL17 MRPL49 MRPS18C MRPS27 MT1X MTAP MTERF1 MTHFR MTHFS MUC13 N6AMT1 NACA NASP NCBP2 NCBP2AS2 NOL8 NOP2 NPM3 NSA2 NUCKS1 OXA1L OXA1L-DT PARP2 PBX3-DT PDCD6IP PDIA4 PET100 PJA2 PLK3 PLOD3 PLXDC1 PNPLA6 POC1A POC5 POLDIP3 POLR3F PPP1R11 PPP2CA PPP2CA-DT PPP4R3B PPP4R3B-DT PPWD1 PRIM1 PRMT5 PRMT5-DT PSMB7 PSMG4 PTCD2 PURA RABIF RAD51 RAD51-AS1 RAD9B RBM22 RBM6 REXO2 RGS17P1 RHOF RIF1 RMDN3 RN7SKP114 RN7SKP193 RNASEK RNASEK-C17orf49 RNF13 RNU4-2 RPL19 RPL26L1 RPL26L1-AS1 RPL4 RPL8 RPP14 RPPH1 RPS17 RSL24D1 RSRP1 SAE1 SDR39U1 SEC11A SERAC1 SERTAD2 SF3A3 SFR1 SGO2 SIRT4 SKIC3 SLC12A9 SLC12A9-AS1 SLC25A42 SLC33A1 SLC39A11 SLC3A2 SMIM15-AS1 SNHG1 SNORA13 SNORD25 SNORD26 SNORD27 SPATA24 SRFBP1 SRSF1 SRSF5 SSBP1 STARD3 STAT6 TAPBPL TARS2 TIMM44 TM2D1 TMEM94 TNFSF9 TNPO3 TPCN1 TPI1P2 TRIP12 TRMT11 TSPAN1 TUBA1B TUBA1B-AS1 TUBB2B TXN2 UBAP1 UBAP2 UBFD1 UNC45A USP53 USP8 UTP25 VEZF1 VPS29 VPS50 WBP2 WDR36 WDR82 WEE2-AS1 XAB2 ZC3H6 ZDHHC12 ZDHHC12-DT ZNF212 ZNF487 ZNHIT1 ZSCAN2 ZWILCH HOXA13_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOXA13_TARGET_GENES ALDH1A2 ARFIP2 CCT2 CDK7 CNOT7 CROCCP2 DYNC2I2 EDC3 FAM118B HACD2 HOXA-AS3 HOXA11-AS HOXA9 HOXB8 ISY1 ISY1-RAB43 KCTD21 KHDC4 LINC00881 LINC01635 LINC02889 MAGOHB MGC32805 MIR3913-1 MMAB MST1P2 MVK MYLK-AS1 NAPA ORMDL1 PARP16 PIGO PIGO-AS1 PLSCR4 PMS1 POC5 PTPN11 RCCD1 RNU6-952P RPL6 RPL7L1 RPL7P30 RPUSD4 SFSWAP SLC12A9 SLC35B1 SLC4A1AP SMU1 SNORA24B SUPT7L TIMM10B TRMO TSN TXN2 USP35 VPS37A HOXA1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOXA1_TARGET_GENES ABCF2 ABCG2 ABHD10 ABHD16A ACAT1 ACAT2 ACLY ACOT13 ACOX3 ACP1 ACP6 ACSL1 ACTR2 ACTR8 ADAMTS7P4 ADAP1 ADAT1 ADGRE5 ADGRF3 ADHFE1 ADNP ADPGK ADRM1 ADSL AFF1 AGPAT5 AHI1 AHI1-DT AIMP1 AIMP2 AKTIP ALAD ALDH18A1 ALDH1A2 ALDH3A1 ALDH3A2 ALG10 ALG10B ALKBH2 ANAPC16 ANKRA2 ANKRD17 ANKRD17-DT ANKRD24 ANKRD26 ANKS1A ANLN ANO6 AP1G1 AP1M1 AP3D1 AP5Z1 APAF1 APTX ARAP1 AREL1 ARFIP2 ARL1 ARL6 ARL6IP6 ARMC5 ARV1 ASAH2B ASCC1 ASMTL ASNSD1 ASXL1 ATAD3A ATG101 ATG14 ATG16L1 ATG4B ATG5 ATP13A4 ATP5MG ATP6V0E1 ATP9B ATRIP B3GALNT2 BAZ2B BBS4 BCKDHB BCL2L2 BCL2L2-PABPN1 BDP1 BECN1 BET1 BLOC1S4 BNIP2 BOD1 BOD1L1 BOLA1 BRCA2 BRMS1 BTBD19 C10orf88 C10orf88B C12orf29 C12orf76 C17orf80 C1D C1orf109 C1orf21 C1orf226 C1orf74 C2orf49 C4orf36 C7orf50 C9orf78 CAAP1 CACTIN CACUL1 CALU CANX CAPZA1 CAPZA2 CARD8 CARS2 CASP9 CATIP-AS1 CATSPERD CBX1 CCAR2 CCDC12 CCDC127 CCDC15 CCDC150 CCDC163 CCDC174 CCDC191 CCDC59 CCDC7 CCDC86 CCDC90B CCDC90B-AS1 CCND2 CCNH CCNI CCNT1 CCNT2 CCNT2-AS1 CCT2 CCT4 CCT6B CCT7 CD320 CD55 CD72 CDC7 CDC73 CDCA2 CDCA8 CDK11A CDK11B CDK13 CDK2AP2 CDK5RAP1 CDK8 CDKL3 CDKN2C CDKN2D CDON CEBPZ CEMP1 CENPBD2P CENPH CENPJ CENPO CENPQ CENPT CENPW CEP20 CEP44 CEP57L1 CERS5 CFAP206 CFAP410 CFAP68 CFAP69 CFDP1 CHCHD3 CHD1 CHD1-DT CHMP4B CHMP7 CHORDC1 CHP1 CIAO2A CIC CIDECP1 CISD1 CKLF CKLF-CMTM1 CKMT2-AS1 CKS1B CLDN12 CLN3 CLP1 CLRN3 CMTR1 CNOT1 CNTD1 COA3 COMMD1 COP1 COP1-DT COPA COPS8 COPS8-DT COQ4 COQ6 COX17 COX19 COX20 COX7C CPNE1 CPSF4 CREB3L4 CRIPT CRYZL1 CTDP1 CTNNBL1 CTTN CTTN-DT CTTNBP2NL CWC25 CXXC1 CYP4F12 CYSRT1 DAB1 DAP3 DCAF1 DCAKD DCDC1 DCTPP1 DCUN1D4 DDX39B DDX39B-AS1 DDX55 DDX6 DENND6B DENR DERL2 DHDDS DHRS1 DHX29 DIAPH1 DLEU2 DMAP1 DMRT2 DMXL2 DNAH2 DNAH6 DNAJB11 DNAJB12 DNAJC14 DNAJC16 DNAJC24 DPH3 DRC3 DSE DST DSTYK DTX3L DUS2 DUT DXO DYM DYNC2I1 DYNLT4 DZANK1 E2F6 ECSIT EDEM2 EEF1A1 EEF1A1P23 EEF1AKMT1 EEF1AKMT3 EFNA1 EHD1 EHHADH EID2B EIF1AY EIF2B1 EIF2S2 EIF3B EIF3F EIF3M EMC3 EMC3-AS1 EMC4 EMC7 EMG1 ENDOV ENO1 ENPP3 ENSA ENSG00000170846 ENSG00000254718 ENSG00000274015 EPHA2-AS1 EPS8 ERCC2 ERCC3 ERCC8 ERG28 ERI2 ERLIN2 ESF1 ESPL1 ETF1 EWSAT1 EXD1 EXOSC10-AS1 EXOSC9 F2RL1 FAAP100 FADD FAF1 FAF2 FAM104A FAM13A FAM151B-DT FAM169A-AS1 FAM220A FAM222B FAM228B FAM24B FAM98A FANCD2 FANCL FAU FBXL18 FBXL9P FBXO38 FBXO38-DT FBXO4 FBXO8 FBXW7 FBXW9 FCF1 FCSK FDXACB1 FDXR FHL1P1 FIGNL1 FLAD1 FLJ30679 FLOT1 FNIP1 FRS2 FTSJ3 FUZ FXR2 FZD1 G3BP2 GAK GAS2L3 GATC GBF1 GCC1 GFM1 GFM2 GGCX GINS1 GLOD4 GLRX5 GNAI3 GNS GOLGA1 GORASP2 GOSR2 GOSR2-DT GPALPP1 GPAM GPATCH4 GPATCH8 GPKOW GPN2 GPR107 GPRC5C GPRC5D-AS1 GSK3B GSK3B-DT GTF2E1 GTF2H1 GTF2H3 GTF2IP12 GTF2IP13 GTF2IP20 GTF2IRD1P1 GTPBP10 GUCD1 GUSBP11 GYS1 GZF1 H2AZ2-DT H4C1 HARS1 HARS2 HAUS2 HAUS5 HAUS5-DT HAX1 HCG27 HDAC6 HDGF HDLBP HEXIM2 HEXIM2-AS1 HIGD1AP5 HIGD2B HIRIP3 HMBOX1 HMGCR HNRNPL HOMER1 HP1BP3 HPS5 HS3ST3B1 HSD17B1-AS1 HSD17B4 HSPA13 HSPB6 HSPD1 HSPE1 HSPE1-MOB4 HUWE1 HYCC1 IARS1 ID2 ID2-AS1 IDH3B IDH3B-DT IER3-AS1 IFNAR1 IFRD1 IFRD2 IFT122 IFT172 IFT20 IFT27 IGSF9 IK IKBIP ILF2 ING1 ING4 INO80E INTS9 IPO11 IQCD IQCN IRAG1-AS1 IRAK1BP1 IRGQ ISG20L2 IST1 ISY1 ISY1-RAB43 ITPA ITSN1 KATNBL1 KBTBD4 KCNK5 KCTD16 KCTD2 KCTD9 KDM4B KHSRP KIAA0319L KIAA0825 KIF2A KIF3A KIF9 KIFBP KITLG KLC2-AS2 KLC4 KLHDC4 KLHL18 KLHL28 KLHL7 KLHL7-DT KNL1 KPTN KRBA2 LACTB2-AS1 LAMTOR5 LAMTOR5-AS1 LARP1 LATS1 LDHA LGALSL LGR5 LINC00111 LINC00449 LINC00513 LINC00857 LINC00923 LINC01347 LINC01431 LINC01623 LINC02340 LINC02366 LINC02482 LINC02651 LINC02920 LINC02960 LINC03011 LINC03014 LINC03015 LIPT2-AS1 LMNB1 LMNB1-DT LNPEP LONP1 LRRC1 LRRC23 LRRC27 LRRC40 LRRC57 LRRC59 LSM5 LTN1 LTO1 LTV1 LUC7L2 MAGOH MAGOH-DT MAGOHB MAIP1 MALINC1 MALSU1 MAN1B1 MAN1B1-DT MAN2A1 MAN2A1-DT MAN2C1 MAP2K3 MAP3K11 MAP3K13 MAP3K5 MAP4 MAPKAP1 MARCHF3 MATCAP2 MBD4 MCM6 MCPH1-AS1 MCRIP2 MEAK7 MED18 MED23 MED27 MED4 MEST MET METTL1 METTL14 METTL14-DT METTL25 METTL25B METTL26 METTL3 METTL4 MFN2 MGST2 MICAL3 MIF MIR3677HG MIR3912 MIR3913-1 MIR4258 MIR4320 MIR4453HG MIR4512 MIR4727 MIR5087 MIR5091 MIR5687 MIRLET7IHG MIS12 MIS18A MKS1 MLH3 MMACHC MMADHC MMADHC-DT MMUT MOCS2 MOCS2-DT MOK MORF4L2 MORF4L2-AS1 MORN4 MRM3 MROH7 MROH7-TTC4 MRPL19 MRPL2 MRPL24 MRPL32 MRPL36 MRPL38 MRPL45 MRPL49 MRPS17 MRPS21 MRPS27 MRPS34 MRPS9 MRTFA MSRB1 MTFR2 MTG1 MTG2 MTHFSD MTIF2 MTMR11 MTREX MVK MYO10 MYO15B MYPOP MZT2B N4BP2L2 N6AMT1 NACA NAE1 NAGA NAGK NAPA-AS1 NAPB NARS1 NAT10 NBAS NBPF3 NCDN NCSTN NDC80 NDOR1 NDUFA12 NDUFA2 NDUFA7 NDUFAF5 NDUFAF7 NDUFC2 NDUFC2-KCTD14 NDUFS3 NDUFV1 NDUFV1-DT NEAT1 NEDD4L NEK9 NELFE NEURL4 NFIA-AS1 NFKBIB NFX1 NGDN NIPA1 NKAPP1 NKIRAS1 NKTR NMT1 NOB1 NOL10 NOL7 NOP56 NOP9 NPDC1 NPM1 NPRL3 NR4A1 NRDC NRIP1 NSA2 NSMCE3 NSUN2 NSUN4 NTAN1 NUBP2 NUBPL NUBPL-DT NUDT22 NUFIP1 NUP153 NUP155 NUP214 NUP42 NXF1 NXT1 OMA1 OPA1 OTUD6B OTUD6B-AS1 OXNAD1 PABIR3 PABPN1 PACRGL PAIP1 PANK2 PANK2-AS1 PARP12 PARP2 PARP9 PARS2 PATL1 PATL1-DT PCBP1 PCBP1-AS1 PCCB PCLAF PCNX3 PDCD2L PDCD6IP PDCD7 PDE4D PDSS2 PDXDC1 PET100 PEX12 PFAS PGBD4 PGS1 PHB1 PHB2 PHF12 PHF20L1 PHLDA1 PHLDA1-DT PICK1 PIGB PIGBOS1 PIGF PIGG PIGO PIGO-AS1 PIH1D1 PIMREG PINX1 PINX1-DT PIPOX PKIB PKNOX1 PLEKHA8P1 PLEKHJ1 PMS2 PNISR PNLIPRP1 POGLUT1 POLD3 POLG POLG-DT POLR2I POLR3F POM121 POP4 PPAN PPAN-P2RY11 PPIL4 PPM1A PPP1R12B PPP2R5B PPP4R3B PRCC PRH1 PRKAR1A PRKCI PRKG2-AS1 PRKRIP1 PRMT3 PROCR PRORSD1P PROSER3 PRPF40A PRPF6 PRR4 PSMA2 PSMB7 PSMB9 PSMC5 PSMD8 PSME3 PSMF1 PSTK PTCD1 PTPN11 PTPN21 PTPRO PTRH1 PTRHD1 PUM3 PURA PUS1 PUS1-AS1 PYCR2 QTRT2 RAB11A RAB11FIP3 RAB14 RAB1B RAB27A RAB5IF RABGAP1L RABGAP1L-DT RABL3 RAD18 RAD23A RAD23B RALBP1 RALGAPA2 RANBP1 RANBP3 RANBP3-DT RANGAP1 RAPGEF6 RAVER1 RBBP5 RBM12 RBM25 RBM42 RBM6 RC3H1 RECQL5 REEP4 RESF1 REXO4 REXO5 RFT1 RFX2 RHBDD1 RHOA RLF RMDN3 RN7SL1 RN7SL181P RN7SL832P RNA5SP473 RNASE11 RNF141 RNF186-AS1 RNF213-AS1 RNF216 RNF38 RNPS1 RNU1-117P RNU6-92P RNU7-27P RNVU1-21 ROPN1L ROPN1L-AS1 RPA2 RPL13 RPL13P5 RPL15 RPL21 RPL23 RPL24 RPL28 RPL39P40 RPL5 RPN1 RPPH1 RPS15A RPS18 RPS28 RPS29 RPS3 RPS6 RPS6KA1 RPS6KB1 RPS6KB2 RPS8 RPSA RRP15 RRS1-DT RSBN1 RSU1 RTCA RTCA-AS1 RUVBL2 RXRB S100A16 SAAL1 SAC3D1 SAFB SAFB2 SAMD4B SAP18 SAP30BP SCAF1 SCFD1 SDCBP2 SDHA SEC11C SEC23B SEC24D SEC61A1 SEC62 SECISBP2 SELENOI SEMA4B SEPTIN2 SEPTIN7P13 SEPTIN7P14 SEPTIN7P2 SERINC1 SESN1 SETDB1 SF3A2 SF3B5 SFN SFSWAP SGSM2 SH3RF2 SH3YL1 SHC1 SHPRH SIRT2 SIRT6 SIX5 SKIC2 SKIC8 SLC11A2 SLC25A16 SLC25A3 SLC25A37 SLC25A44 SLC25A48 SLC25A53 SLC26A2 SLC27A5 SLC35A1 SLC38A2 SLC38A2-AS1 SLC39A1 SLC39A7 SLC4A1AP SLC52A3 SLC9A3R1-AS1 SLC9A6 SLCO4A1 SLF1 SLPI SMARCA4 SMG5 SMG8 SMG9 SMPD4 SNAP23 SNAPC5 SNF8 SNHG10 SNORA21 SNORD15A SNORD27 SNORD46 SNORD55 SNORD68 SNORD84 SNRPB2 SNRPD3 SNX1 SNX10-AS1 SNX8 SPAST SPATA2 SPATA7 SPATS2 SPEF1 SPG11 SPINT1 SPINT1-AS1 SPOUT1 SPRY1 SPSB3 SPTLC1 SRA1 SRD5A1 SRGAP3 SRI SRP68 SRRM5 SRSF11 SRSF5 SRSF6 SRSF9 SSB ST13 ST20-MTHFS ST7L STARD10 STAT1 STAT3 STAT4-AS1 STEAP2 STEAP2-AS1 STEEP1 STK19 STK32C STK40 STXBP3 STYK1 SUPT16H SUPT3H SUPT7L SYAP1 SYNGR4 SYT8 TAF11 TAF12 TAF12-DT TAF13 TAP1 TARS2 TAS2R14 TBC1D19 TBCB TBCCD1 TBCK TBL3 TBRG4 TCAIM TCF25 TDG TDP2 TEDC1 TFIP11 TFIP11-DT THAP11 THAP4 THAP7 THAP7-AS1 THEM4 THRAP3 THUMPD1 THUMPD3 TIMM10B TIMM44 TIPARP TIPARP-AS1 TK2 TLDC2 TLL2 TM4SF1 TM4SF1-AS1 TM4SF4 TM9SF2 TM9SF4 TMED10 TMEM106B TMEM11 TMEM11-DT TMEM115 TMEM126A TMEM131 TMEM143 TMEM14A TMEM170A TMEM175 TMEM198B TMEM203 TMEM208 TMEM214 TMEM216 TMEM222 TMEM230 TMEM39A TMEM52 TMEM79 TMUB1 TNFAIP1 TNFSF10 TNPO1 TNPO1-DT TNPO2 TOGARAM1 TOM1 TOM1L2 TOMM22 TOMM22-DT TOP1 TP53BP1 TPCN1 TRAF4 TRAM1 TRAPPC14 TRIAP1 TRIB1 TRIM47 TRIP4 TRMT10C TRMT2A TRMT61B TRPT1 TRUB2 TSEN2 TSN TSPYL1 TSR1 TTC1 TTC13 TTC14 TTC14-DT TTC16 TTC30A TTLL5 TUBB TUBD1 TUBGCP3 TUBGCP6 TXLNA TXLNG TYK2 TYW5 UBAP1 UBE2B UBE2C UBE2D3 UBE2D3-AS1 UBE2I UBE4A UBN2 UBXN4 UGP2 UPP1 UQCC4 UQCC6 UQCR11 UQCRC1 UQCRC2 USP20 USP38 USP48 UTP15 UTP25 UXT VAMP8 VAPA VCPKMT VPS18 VPS35L VPS51 VPS52 VRK2 VTI1A VTI1B WARS2 WARS2-AS1 WASF2 WDR18 WDR35 WDR35-DT WDR37 WDR5B WDR5B-DT WDR74 WDR75 WDR89 WSB2 XAB2 XPC XPNPEP3 XPO1 XRCC1 YIPF5 YJU2B YTHDF3 YTHDF3-DT YWHAQ YY1AP1 ZAR1L ZC3H15 ZCCHC9 ZDHHC12 ZDHHC12-DT ZDHHC6 ZFAND2A ZFAND2A-DT ZFAND3 ZFAND3-DT ZFYVE26 ZMPSTE24 ZMPSTE24-DT ZNF106 ZNF133 ZNF14 ZNF169 ZNF174 ZNF184 ZNF200 ZNF217 ZNF23 ZNF26 ZNF3 ZNF302 ZNF317 ZNF324 ZNF337-AS1 ZNF341-AS1 ZNF425 ZNF426 ZNF426-DT ZNF444 ZNF497 ZNF497-AS1 ZNF576 ZNF580 ZNF581 ZNF584 ZNF589 ZNF614 ZNF692 ZNF692-DT ZNF721 ZNF79 ZNF805 ZNF821 ZNF830 ZNF846 ZNF888-AS1 ZNHIT2 ZNHIT6 ZNRD2 ZSCAN32 ZSCAN5A ZSCAN5A-AS1 HOXA7_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOXA7_TARGET_GENES ABCF2 ACADVL ADK AKT1S1 ANAPC5 AP3M1 ARHGEF37 BISPR BLCAP BLOC1S6 BST2 CACYBP COASY COPS2 CSNK1A1 DCDC1 DDR1 DEPDC1B DIS3 DLG4 DNAJB4 DNAJC24 DNAJC28 DNMBP EIF3B EIF4A2 ELOF1 EPS8 ERCC1 FEM1A FNTB FPGS FZR1 GABPB1 GABPB1-AS1 GCNT3 GLI1 GRPEL2 GTF2H4 H2AX HDGF HIGD2A HIKESHI HPGD INO80B INO80B-WBP1 KANSL2 KCNIP2-AS1 LACTB LPXN LTA4H LYRM7 MAP3K11 MAPK6 MIRLET7IHG MRPL24 MTUS1 MVB12A NDUFAF4P1 NIF3L1 NOP16 NR1D1 NWD1 ODR4 OGA PCLAF PCNX3 PIERCE2 PIKFYVE PJA2 POM121 PPIL3 PPP1R11 PPP2R5E PRCC PSMD8 RAD23B RAD52 RBBP4 RBBP5 RBCK1 REG4 RNF34 RNU11 RPL37 RPL41 SAMM50 SBNO1-AS1 SCAND3 SDHAF4 SLC28A2-AS1 SNORA80B SNX8 SPATS2L STXBP3 TBC1D17 TCAIM TCEANC2 TMEM123 TMEM123-DT TMEM59 TPR TRIM4 UNK UTP3 VARS2 WDR33 YARS2 ZBTB45 ZBTB8OS ZFP91 ZFP91-CNTF ZMPSTE24 ZMPSTE24-DT ZNF33A ZNF627 HOXB4_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOXB4_TARGET_GENES AARS2 AASDH AATF ABCC5 ABCF1 ABHD4 ABHD5 ABLIM2 ACAP2 ACAP3 ACKR2 ACSL1 ACTR3C ACTR5 ACTR6 ACYP1 ADAL ADAT3 ADGRF4 ADI1 ADIPOR2 AFF4 AFF4-DT AGPAT3 AGPS AHCTF1 AHCYL2 AHI1 AHI1-DT AJUBA AJUBA-DT AKT1S1 ALDH1A3-AS1 ALDH2 ALKBH2 AMER1 AMN ANAPC13 ANAPC7 ANK3 ANKHD1 ANKHD1-EIF4EBP3 ANKRD19P ANKRD40 ANKRD54 ANKS3 ANP32E ANTXR2 ANXA2R AP1M2 AP3B2 APH1A APLF APMAP APPBP2 APPBP2-DT AREG ARHGEF19 ARID4A ARMC10 ARMC8 ARMH4 ASAH2B ASF1B ASNS ASPHD1 ATAD1 ATAD2B ATF5 ATG2A ATG3 ATN1 ATOSA ATP1A3 ATP2B1 ATP5IF1 ATP5ME ATP6V1D ATP8B1 ATP8B3 ATXN2L AVL9 AXDND1 B3GALNT2 B4GALT2 B9D1 BAG5 BANP BARHL1 BCDIN3D-AS1 BCL10 BCL10-AS1 BCL3 BET1 BHLHE40 BLTP1 BMAL1 BMT2 BORCS5 BRCA1 BRSK2 BTF3-DT C10orf143 C11orf98 C12orf29 C12orf76 C14orf119 C17orf97 C19orf47 C1GALT1 C1orf52 C21orf58 C2CD2L C3orf52 C4orf47 C7orf50 CACNB3 CACYBP CALR CARNMT1 CASP8AP2 CC2D2B CCDC107 CCDC134 CCDC142 CCDC148 CCDC163 CCDC186 CCDC191 CCDC24 CCDC90B CCDC90B-AS1 CCL20 CCNDBP1 CCNG1 CCNL1 CCSER2 CCT2 CD109 CD109-AS1 CD320 CDC73 CDCA7L CDCA8 CDK19 CDK6 CDK6-AS1 CDKL3 CDKN1B CDKN1C CDPF1 CELSR3 CEMP1 CENPH CENPJ CENPQ CEP57 CEP63 CEP70 CERNA3 CERS5 CFAP298 CFAP298-TCP10L CFAP299 CFAP61 CFL1P1 CHCHD2 CHD1 CHID1 CHMP4C CHORDC1P1 CHP1 CHPT1 CIAPIN1 CIC CIRBP CKLF CLDND1 CLHC1 CLIC1 CLRN3 CLTB CMAS CNOT1 CNOT10 CNPY2 CNPY2-AS1 CNTRL COA8 COL6A4P1 COMMD8 COPB2 COPB2-DT COPG1 COQ10B COQ4 COQ9 COX15 COX5A COX7A2L CRAT CREB1 CREB3L4 CREBL2 CRKL CRNKL1 CROCCP2 CS CSAD CSKMT CSNK1G3 CTDSPL2 CTDSPL2-DT CTNS CTSL CUTA CUTC CYB5D1 CYB5R4 CYB5RL CYP39A1 CYP4F12 CZIB DALRD3 DBP DCP1B DCTN2 DCUN1D3 DDI2 DDIT4 DDX27 DDX31 DDX41 DDX59 DEAF1 DERL2 DFFA DGAT1 DHCR24-DT DHCR7 DHCR7-DT DHTKD1 DIP2B DIS3 DLG2 DLGAP1-AS2 DMAP1 DNAAF4 DNAAF4-CCPG1 DNAAF8 DNAJB12 DNAJB6P3 DNM1 DOCK8-AS2 DPP3 DPP3-DT DPP8 DPP9 DPY19L4 DRAM1 DUSP28 DUT DUT-AS1 DVL2 DYNC2I2 DYNLRB2 DYNLRB2-AS1 E4F1 EBLN3P EBP ECI1 EDC3 EEF1AKMT1 EEFSEC EFCAB7 EFL1 EFNA4 EFNA4-EFNA3 EHD1 EHD4 EHMT1 EIF2AK4 EIF2B1 EIF2S1 EIF3F EIF4A1 EIF4G1 EIF5 ELF2 ELF3-AS1 ELMOD3 ELOVL1 ELOVL5 ELP2 EMC2 EMC6 EME2 ENSG00000213963 ENSG00000254007 ENSG00000265055 ENSG00000268858 ENSG00000282904 ENTPD1-AS1 EPDR1 EPHB3 EPHB6 EPHX2 EPRS1 ERCC5 ERH ERI1 ERI2 ERLIN2 ERMP1 ESR2 ETFA ETNK1 ETNK1-DT EWSAT1 EXD1 EXD2 EZH1 FAAP100 FAM114A2 FAM120AOS FAM133B FAM151B-DT FAM156A FAM168A FAM172A FAM174A-DT FAM220A FAM221A FAM228B FAM241B FAM76B FARSA FASTK FAU FBL FBXL12 FBXL13 FBXL3 FBXL8 FBXO22 FBXO24 FBXO48 FBXW11 FDPS FGFR1OP2 FICD FIGNL1 FIP1L1 FIS1 FNDC3A FOXP2 FTSJ3 FZD1 G3BP2 GALNT16-AS1 GANC GARRE1 GARS1 GATA6 GATA6-AS1 GATAD2A GBA2 GCC1 GDAP2 GDF9 GET4 GINS3 GIRGL GLIPR1L2 GLRA1 GOLGA3 GOLGA5 GOLIM4 GOLPH3 GOSR1 GOSR2 GOSR2-DT GPAT3 GPATCH11 GPATCH8 GPNMB GPR6 GSE1 GSPT1 GSTZ1 GTF2A1 GTF2A1-AS1 GTF2B GTF2H3 GTF3A GTF3C4 GTPBP3 GTPBP6 GTPBP8 H2AC11 H2AC13 H2AC15 H2AX H2BC11 H2BC15 HACD3 HACE1 HASPIN HAUS8 HDAC4 HDAC4-AS1 HDGF HDHD2 HEATR5B HECTD1 HECTD4 HERC1 HES2 HEXA HEXA-AS1 HGH1 HILPDA HILPDA-AS1 HK2 HK2-DT HMBS HMGB3P22 HMGCR HMOX2 HNF4A HNRNPD HNRNPD-DT HNRNPH1 HNRNPK HOTTIP HOXA13 HOXC-AS2 HSD17B6 HSP90AA1 HSP90AB1 HSPA6 HTATSF1P2 HTR5A HYAL3 IARS1 ID1 ID2-AS1 ID3 IDI1 IFIH1 IFT74 IGF2BP3 IGSF9 IK IL23A IL4I1 ILF3 ILF3-DT ILVBL IMMT INTS13 IP6K2 IQCG IQCH ISCU ITGB3BP IVD JAK2 KALRN KANK1 KANSL2 KAT14 KAT6B KCNJ5 KCTD14 KDM1A KDM3A KDM6A KIAA0319L KIAA0825 KIF26A KIF26A-DT KLC4 KLF7 KLRG1 KPNA4 KPNB1 KPNB1-DT KRR1 KRT7 KRT8 L3MBTL2 LAMTOR5 LAMTOR5-AS1 LARP4 LARS2 LCLAT1 LEMD2 LIG1 LIMCH1 LIMD1-AS1 LIN7C LIN9 LINC00265 LINC00511 LINC00667 LINC00674 LINC00941 LINC01424 LINC01623 LINC01852 LINC02168 LINC02313 LINC02453 LINC02832 LINC02963 LINC02983 LMF1 LMLN LOC105371430 LOH12CR2 LPCAT3 LRBA LRCH4 LRIG2 LRRC1 LRRC40 LRRC49 LRRC8D LRRC8D-DT LRRFIP2 LSM5 LTK LYRM1 LYSMD3 M6PR MACC1 MALINC1 MAML1 MAN1A1 MAP2K5 MAP7 MAP7-AS1 MAPK10 MAPK8IP2 MAPK8IP3 MARCHF3 MARVELD2 MAST4 MATCAP1 MATR3 MBOAT7 MCAT MCM10 MCOLN1 MCUB MDH1 MDM1 MECOM MEF2D MEMO1 METTL3 METTL4 MFAP3 MFSD8 MGAT1 MGAT4B MICU2 MIR191 MIR3178 MIR320A MIR3913-1 MIR4455 MIR4521 MIR4665 MIR6515 MIR7-3 MIR7-3HG MIR7845 MIRLET7BHG MIRLET7IHG MIS12 MITD1 MKRN1 MLXIP MMACHC MNX1 MORN2 MPND MPV17L2 MRM1 MRPL13 MRPL30 MRPL36 MRPL37 MRPL43 MRPL46 MRPL49 MRPS11 MRPS27 MRPS31 MRPS31P4 MRPS34 MRPS36 MRRF MRS2 MSH5 MSH5-SAPCD1 MST1P2 MTA2 MTBP MTHFD1L MTMR11 MTMR9 MUC1 MVD MXD3 MYL12-AS1 MYL12B MYL5 MYO15B MYO9B MYORG MZT2A N6AMT1 NAA38 NAA80 NACA NADK NAGA NAMPT NAMPT-AS1 NARF NARF-AS2 NASP NAT10 NBR1 NCDN NCKAP5L NCOA7 NDC80 NDFIP1 NDUFA2 NDUFA5 NDUFAF3 NDUFV1 NDUFV1-DT NDUFV3 NEK9 NEMP1 NET1 NFAT5 NFE2L2 NISCH NLE1 NME9 NMRAL1 NOC3L NOD1 NOD2 NOL3 NOL7 NOXA1 NPM3 NPY1R NR2C1 NR4A3 NRL NSD1 NSL1 NUDC NUDT3 NUDT4 NUP214 NUP62 NUP85 NUP88 NWD1 NXF1 OARD1 OAT OAZ2 ODAD1 OGDHL OGFRL1 OR1F12P OSBP OSBPL10 OSER1 OSER1-DT PABPN1 PAN2 PANK2 PANK3 PARP2 PCBP2 PCCB PCLAF PCNT PCYT1A PDCD10 PDCL3 PDE4C PDE8A PDK1 PDXDC1 PET100 PET117 PEX14 PFKFB4 PGAM5 PGS1 PHF13 PHF19 PHF3 PIAS1 PIBF1 PIGP PIP4K2B PKM PKP4 PLA2G4E-AS1 PLAA PLBD1 PLBD1-AS1 PLD1 PLD3 PLD6 PLEC PLEKHA6 PLEKHO2 PLK3 PLOD3 PLS1 PNKP PNPT1 POLA2 POLDIP3 POLG POLG-DT POLH POLR1A POLR1B POLR1C POLR2H POLR3D POM121 POMT2 POP5 PPA1 PPCS PPIL2 PPM1D PPM1F PPP1R14B PPP1R14B-AS1 PPP1R37 PPP2R3C PPP2R5A PPP2R5B PPP2R5C PPP4R1 PPP4R1-AS1 PRELID3BP5 PRH1 PRIM1 PRKACB-DT PRKAG1 PRORP PRPF40B PRR4 PSD PSMA2 PSMA3-AS1 PSMB1 PSMC5 PSMD6 PSME2P3 PTMA PTPA PTPN12 PTPN13 PTPN23-DT PTPN4 PTRH2 PURA PUSL1 PYCR2 PYGO2 QTRT2 R3HDM4 R3HDML-AS1 RAB27B RAB33B-AS1 RAB35 RAB40C RACK1 RAD1 RAD51C RARRES1 RASGEF1B RASSF6 RAVER1 RBBP9 RBM18 RBM22 RBM33 RBM33-DT RBM4 RBM47 RBM7 RC3H2 RCHY1 RCN1 REEP4 REEP5 REL REL-DT RETREG3 RETSAT REV3L REXO5 RFX1 RGS2 RHEB RHOF RIN1 RMDN2 RMI1 RNA5SP473 RNA5SP60 RNASEH2C RNF115 RNF14 RNF19A RNF216 RNF44 RNH1 RNPEP RNU11 RNU12 RNU2-17P RNU6-8 RPAIN RPAP2 RPL17 RPL17-C18orf32 RPL27 RPL7L1 RPL9 RPLP1 RPN1 RPPH1 RPS15 RPS18 RPS20 RPS27A RPS4X RPS6KL1 RPS8 RRM1 RRM2B RRP15 RTCA RTCA-AS1 RTEL1 RTEL1-TNFRSF6B RTN4 SACM1L SAE1 SAMD4B SAP18 SARM1 SART1 SART3 SAXO2 SAYSD1 SCAF11 SCAI SCAMP4 SCAMP5 SCAND2P SCARB1 SCP2 SDCBP SDCBP2 SEC1P SEC24A SEC63 SECISBP2 SEH1L SERTAD3 SERTAD4-AS1 SETD5 SETDB1 SEZ6L2 SF3B6 SGF29 SH2B2 SH2D3A SH3RF2 SHISA5 SHROOM1 SIL1 SIN3A SIVA1 SKOR1-AS1 SLC12A9 SLC12A9-AS1 SLC16A10 SLC25A39 SLC25A40 SLC25A45 SLC25A6 SLC27A3 SLC2A13 SLC35A3 SLC35A5 SLC35B3 SLC35B4 SLC39A1 SLC39A6 SLC39A9 SLC50A1 SLC52A3 SLC9A4 SLTM SMAD7 SMARCA2 SMARCD2 SMG7 SMG7-AS1 SMIM27 SMOX SMPD4BP SMPDL3A SMTN SNAI3-AS1 SNAP25-AS1 SNAPC3 SNHG8 SNORA13 SNORA24 SNORA57 SNORA65 SNORA70 SNORD16 SNORD18A SNORD27 SNORD54 SNORD55 SNORD58B SNORD95 SNRNP40 SNRNP70 SNRPE SNX10-AS1 SNX13 SNX27 SNX33 SOCS2 SOCS2-AS1 SOS1 SP2 SPAG7 SPAG9 SPAST SPATA7 SPATS2 SPINT1-AS1 SPNS1 SPOP SPPL3 SQSTM1 SREBF2 SRSF11 ST20 ST20-MTHFS ST3GAL3 STAG3L5P STAG3L5P-PVRIG2P-PILRB STAP2 STARD3 STAT1 STAT2 STAU1 STEAP2 STEAP2-AS1 STK17A STK25 STK40 STMN3 STOML2 STPG1 STX4 STXBP3 STYX SURF1 SURF2 SURF6 SVOP SWSAP1 SYBU SYBU-AS1 SYNGAP1 SYNJ1 SYNRG TAF1B TAF6 TARS1 TARS1-DT TAS2R14 TATDN3 TAX1BP3 TBC1D17 TBC1D22A TBC1D5 TBC1D7 TBP TBX6 TCP11L1 TEDC2-AS1 TESK1 TET2 TEX14 TEX264 TEX45 TFCP2 THAP2 THUMPD3-AS1 TICRR TIMELESS TIMM44 TIMMDC1 TIMMDC1-DT TJP2 TK2 TLL2 TM9SF1 TMEM126B TMEM131 TMEM14C TMEM217 TMEM223 TMEM263 TMEM263-DT TMEM266 TMEM30A TMEM30A-DT TMEM39B TMEM52 TMEM62 TMEM65 TMEM80 TMOD3 TNFRSF1A TNFSF9 TNPO2 TOB1 TOB1-AS1 TOR1AIP1 TP53BP1 TPD52L2 TPM1 TPRG1-AS1 TRADD TRAF3IP2-AS1 TRIM52 TRIM56 TRIP11 TRIP4 TRIP6 TRIT1 TRMT12 TRMT13 TRMU TRPC4AP TRPM7 TRUB2 TSEN34 TSR3 TSSC4 TST TTBK2 TTC1 TTC22 TTC26 TTC3 TTC31 TTLL1 TUBG1 TUBGCP6 TULP3 TUT1 TWNK TXN TYMS UACA UAP1-DT UBE2B UBE2G2 UBE2W UBR5-DT UFSP2 UIMC1 ULK3 ULK4 UNC13D UNKL UQCRQ URB1-AS1 USF1 USP19 USP2 USP2-AS1 USP40 USP54 VILL VKORC1 VMP1 VPS13C-DT VPS52 VRK2 VRK3 WAC WAC-AS1 WAPL WASHC4 WBP2 WDFY3 WDFY3-AS2 WDPCP WDR26 WDR27 WDR37 WDR4 WDR6 WEE2-AS1 WRAP73 WWOX XAB2 XPO1 XPO5 XPO7 XYLB YAP1 YARS2 YIPF3 YKT6 YTHDC1 ZBTB11 ZBTB45 ZC2HC1C ZCCHC17 ZDHHC12 ZDHHC5 ZFP90 ZHX1 ZHX1-C8orf76 ZMAT5 ZMYM6 ZMYND12 ZNF131 ZNF180 ZNF184 ZNF213-AS1 ZNF335 ZNF346 ZNF398 ZNF410 ZNF436-AS1 ZNF473 ZNF497 ZNF497-AS1 ZNF561 ZNF561-AS1 ZNF584 ZNF598 ZNF608 ZNF629 ZNF641 ZNF684 ZNF687 ZNF687-AS1 ZNF696 ZNF713 ZNF740 ZNF777 ZNF860 ZNF892 ZNHIT1 ZSCAN26 ZSWIM9 ZWINT HOXB6_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOXB6_TARGET_GENES AANAT AATF ABCA7 ABCF2 ABHD2 ABITRAM ABT1 ACADVL ACAP2 ACP1 ADAM10 ADPGK AKAP9 ALAS1 ALG5 ANKHD1 ANKHD1-EIF4EBP3 ANKRD26 ANO7L1 AP1AR AP1AR-DT AP1S1 APEH APTR ARF3 ARF4 ARF4-AS1 ARFIP1 ARMC10 ARMC2 ARPC5L ASB8 ASCC3 ATAD1 ATF6B ATP10B ATP5F1B ATP5ME ATP5MJ ATP6V0D1 ATP6V0D1-DT ATP6V1C1 ATP8B1 B3GAT3 B3GNTL1 B9D1 BAG6 BAIAP2 BCKDHA BDP1 BISPR BSCL2 BST2 BTBD19 C12orf75 C14orf119 C16orf46 C16orf46-DT C17orf97 C18orf54 C19orf47 C1D C1orf226 C1orf43 C1orf74 C2orf15 C4orf47 CACUL1 CALCOCO2 CARS2 CASC11 CBX8 CCDC30 CCDC34 CCPG1 CDIN1 CDK10 CDK13 CDK18 CDK4 CDK5 CDNF CENPW CEP152 CEP41 CEP70 CFAP43 CFAP68 CFL1P1 CHCHD3 CHD2 CHD4 CHERP CHMP2A CHURC1 CHURC1-FNTB CLCN6 CLN8 CLN8-AS1 CNDP2 CNOT11 CNTFR-AS1 COPS7A COQ10B COQ6 CORO7 CORO7-PAM16 COX7C CRBN CRIPT CROCCP2 CSNK1G1 CSNK2A1 CTDNEP1 CTDSPL2 CTDSPL2-DT CZIB CZIB-DT DCAF7 DCP1B DDIAS DDX21 DELE1 DENND4A DEPDC1-AS1 DEPDC4 DESI1 DHRS7B DIAPH1 DLG4 DNAJA3 DNAJB1 DNAJB12 DNAJB4 DNAJC14 DNAJC3 DNAJC3-DT DNAJC8 DNAL1 DNMBP DOCK4 DPP8 DVL2 DYNC2I1 DYNLT1 DYNLT4 EDEM3 EFEMP2 EFHC1 EFNA4 EFNA4-EFNA3 EFR3B EHD1 EID2B EIF3E EIF3K EIF3M ELMOD3 ELOVL1 ELP1 ELP3 ELP5 EME1 ENSG00000170846 ENSG00000275765 ENTPD3-AS1 EPRS1 EPS15L1 EPS8 ERBB3 ERCC1 ESYT1 ETNK1 ETNK1-DT EWSAT1 EXOC8 EXOSC1 EXOSC5 EXOSC8 FADS1 FAM13B-AS1 FAM185A FAM220A FAM222A-AS1 FBXL13 FBXO15 FBXW7 FDPS FDXACB1 FICD FITM2 FNIP1 FOXA3 FOXN2 FTO FUBP1 FUS FXYD5 FZR1 G3BP1 G3BP2 GAB1 GADD45G GANC GAPDH GAPDH-DT GATC GAU1 GCC2 GFOD2 GIPC2 GMNN GOLGA5 GOPC GPBP1L1 GPI GPR39 GPRC5D-AS1 GRPEL1 GSDMD GSS GSTO1 GUK1 GVQW3 H2BC26 HACD3 HASPIN HAUS3 HAUS5 HAUS5-DT HBP1 HCFC1R1 HCG14 HEXIM1 HEXIM2 HEXIM2-AS1 HILPDA HILPDA-AS1 HIP1R HMGB3P22 HMGCR HMGN1 HMOX2 HNMT HNRNPA0 HNRNPH1 HNRNPK HOXA-AS3 HOXB7 HPSE HRAS HSD17B1-AS1 HSD17B12 HSD17B4 HSP90AA1 HSPA14 HTD2 IARS1 IFT122 IFT172 IMPDH2 INO80 INO80C INTS13 IPO11 IQCC IRAG1-AS1 IRAK1BP1 IRGQ IWS1 KALRN KAZALD1 KCNK7 KIAA0825 KIAA1191 KIAA1328 KICS2 KIFAP3 KNL1 LARP4 LARS1 LDAH LGMN LIAS LINC01703 LINC01978 LINC02086 LINC02166 LINC02340 LINC02482 LINC03014 LINS1 LOC105371430 LRRC23 LRRC56 LSM4 LYAR LZTFL1 MACROD2 MAGOHB MAN1B1 MAN1B1-DT MAP2K1 MAP3K14 MAP4K1 MAPK10 MAPRE3 MARCHF3 MAZ MBD4 MBLAC2 MCCC1 MCOLN1 MDM2 MET METTL4 MIGA1 MIR200C MIR200CHG MIR3912 MIR4453HG MIR4757 MKNK1 MKRN1 MRNIP MRNIP-DT MRPL1 MRPL27 MRPL44 MRPL55 MRPS17 MRPS27 MRRF MSL2 MST1P2 MT1X MTHFR MTTP MVB12A MYCBP MYL5 MYOM2 MYSM1 N6AMT1 NABP2 NANP NAXE NBN NBPF1 NCBP2 NCBP2AS2 NCR3LG1 NDC1 NDC80 NDUFB3 NF2 NFX1 NIPA2 NLE1 NME1 NME1-NME2 NME9 NMRAL1 NPM1 NUCB1 OAZ2 OCIAD1 ODAD1 ODAD3 OSER1 OSER1-DT OSGEPL1 OSGEPL1-AS1 P4HA1 PACC1 PAPOLA PAPOLA-DT PARP2 PBRM1 PCCB PCGF1 PCLO PCM1 PCSK5 PDCD6IP PDLIM5 PDRG1 PGM1 PHPT1 PI4K2A PIERCE2 PIGF PIK3C2B PINX1 PINX1-DT PISD PKN2 PLD3 PMF1 PMF1-BGLAP PNPLA6 POLG2 POLN POLR3G POU2F1 POU2F1-DT PPA1 PPFIA3 PPM1F PPM1F-AS1 PPP2CA PPP2CA-DT PPP2R1A PPP2R3B PPP5C PPRC1 PRC1 PRCP PREPL PRKCSH PRMT5 PRMT5-DT PRR13 PSAP PSMD3 PTEN PTPN13 RAB10 RAB11A RAB3GAP2 RAB5IF RABGEF1 RAD52 RARS1 RBBP8 RBM18 RDM1 RETREG3 RETSAT RFX1 RFX2 RHOA RHOC RIC8B RN7SKP175 RNA5SP21 RNASEH1 RNASEH1-DT RNF139 RNF139-DT RNF141 RNF32 RNF32-DT RNF41 RNGTT RNPC3 RNPC3-DT RNU6-92P RNVU1-2 RPF2 RPGRIP1L RPL21 RPL37 RPL9 RPP14 RPPH1 RRAGC-DT RRM2B RSBN1L RSPH1 RSPH1-DT RSPH14 RSPH3 RSU1 S100A11 S100A6 SAE1 SAP18 SCAF11 SCYL2 SDCBP SEH1L SEL1L2 SELENOK SEMA4B SERF2 SETD4 SETD9 SETDB1 SF3B1 SH2D3A SH2D3C SH3YL1 SHLD3 SKA1 SLC12A9 SLC25A51 SLC33A1 SLC35E3 SLC4A1AP SLC4A2 SLC50A1 SLTM SMG7 SMG7-AS1 SMG9 SNED1 SNHG6 SNORD27 SNORD59A SPAG16 SPAG16-DT SPAG7 SPRTN SRRM5 SRRT SRSF1 SSBP2 STARD3 STARD5 STARD6 STAT2 STX12 STX6 SUPT7L SYMPK SYN2 SYNGR4 SYTL2 TAF13 TAGAP-AS1 TASOR2 TBC1D19 TBC1D8 TCAIM TCTA TECR TFB1M TFG THAP12 THAP8 THOC6 TIGD4 TIMELESS TIMM21 TIMM8A TIPARP TIPARP-AS1 TIPIN TLDC2 TMC3-AS1 TMCC3 TMED1 TMEM134 TMEM143 TMEM144 TMEM179B TMEM19 TMEM198B TMEM218 TMEM222 TMEM250 TMEM62 TMEM65 TMEM69 TMEM87A TNKS TOLLIP TOMM34 TOP2A TP53BP1 TP53I3 TPGS2 TPRG1L TPT1 TPT1-AS1 TRAPPC13 TRIAP1 TRIM23 TRIM37 TRMO TRMT10A TRMT61B TSEN2 TSGA10 TSN TTC30A TTC5 TTLL4 TUBG1 TULP3 U2AF2 UBAC2 UBAC2-AS1 UBAP2L UBE2O UBR5-DT UBXN7 UFSP2 UIMC1 ULK4 UQCC5 UQCRC1 USO1 USP14 USP40 USP8 VPS13A VTA1 WASHC4 WDCP WDR20 WDR35 WDR35-DT WDR55 WDR6 WDR62 WDR73 WEE1 XPR1 XRCC2 XRCC5 XRCC6 YWHAZ ZBED5 ZBED5-AS1 ZBTB17 ZBTB45 ZBTB49 ZC3H10 ZC3H3 ZDHHC16 ZFP36L2 ZHX1 ZHX1-C8orf76 ZMAT5 ZNF195 ZNF250 ZNF277 ZNF337-AS1 ZNF33B ZNF514 ZNF576 ZNF584 ZNF593 ZNF862 ZRANB3 ZSCAN21 HOXB7_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOXB7_TARGET_GENES ASF1B CPSF3 DCAF11 DEPP1 EXT1 FXYD6-AS1 ING3 ITGB1BP1 LINC00111 MRPS12 MYO1B OTX1 PEF1 PEF1-AS1 PHF14 PLD1 PPFIBP2 PRKAG2 PRR13 RERE SARS2 SCGB1D2 SERP1 SH2D3C TBC1D10B VEZF1 ZNF837 ZSCAN31 HOXC11_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOXC11_TARGET_GENES ACBD6 BUD31 CACYBP CCDC14 CCL5 CCNB1IP1 CENPL CEP85 CPEB4 DARS2 DNAJB4 DUSP6 EEF1A1 ELAVL4 ENSG00000230021 ERCC1 ESR1 GARS1 GCDH GCNT3 GGCX GIPC2 GPSM3 IL10 INTS4 ISY1 ISY1-RAB43 LINC02851 MIR34AHG MRPL18 MRPL33 MT-RNR1 MT-RNR2 MT-TF MT-TP MT-TV MTCO1P12 MTCO3P12 MTCYBP18 MTCYBP35 MTND6P3 MTND6P4 NAV1 NCOA1 NIF3L1 ODR4 PACERR PDAP1 PMEL PPIL3 PTGS2 RAB14 RAB5B RN7SL181P RPL7 S100B SASS6 SLC3A2 SUGT1 TBX3 TCP1 TERT TIGD4 TIMM8A TPR TRMT13 USO1 HOXC13_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOXC13_TARGET_GENES ABALON ABHD2 ACTMAP AHSA1 ALG1 ATG4C ATP6V0D1 ATP6V0D1-DT BYSL CAPZA2 CCDC192 CCDC71 CCNDBP1 CCNH CDK5 CENPK CEP152 CERT1 CNP COG4 COPB2 COPS4 CYP4F11 CYTIP DDR1 DHX38 DMXL2 EFCAB5 EIF4H ERV3-1 FAM114A2 FASTKD1 GALNT12 GANC GARS1 GHET1 H2AC8 H2BC8 H4C16 HBP1 HOXB6 HSP90B1 HSPA13 IL20RA INO80 INTS2 JUN KAT6B KIAA0586 KNL1 LINC01135 LINC01269 LRRC23 LSG1 MATCAP1 MED20 MIR200CHG MIR4512 MPG NDC80 NDUFA11 NFU1 NFYA NOCT NOP2 NUP42 OARD1 PLAC8 POLH POLK POLR1G POLR2H POU6F1 PPFIA3 PPM1D PPP1R13L PPWD1 PRDM1 PRPF40B PTGES3 RAD51 RCC1 RHBDF1 RNY1 RPL28 RPL32 RPL4 RPRD1B RPS9 S100A10 S100A11 SART1 SCAF11 SDR39U1 SF3B3 SMIM12 SNHG3 SNORA7A STAM-DT STAT6 STK40 STPG1 STYK1 TEAD4 TIMM9 TJP1 TMEM87A TPRXL TRGV1 TTI1 TXNL4B UQCR11 USP48 VIPAS39 VMAC XPO5 ZBTB45 ZFYVE26 ZNF117 ZWILCH ZZZ3 HOXC6_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOXC6_TARGET_GENES AAGAB AAMDC ABCB10 ABCB8 ABCF1 ACAD10 ACP2 ACTMAP ACTR3C ACTR5 ACY1 ADAMTS7P4 ADAT1 ADD3 ADGRF3 AEN AFG1L AGPAT5 AGR2 AHSA2P AIMP2 AJUBA AJUBA-DT AKT2 ALDH1A3-AS1 ALDH4A1 ALDH6A1 ALDH7A1 ALG1 ALG3 ALG8 ALKBH2 ALKBH4 ALOXE3 AMN1 AMPD2 ANAPC5 ANGPTL4 ANKHD1 ANKHD1-DT ANKHD1-EIF4EBP3 ANKMY2 ANKRD19P ANKRD54 ANKS1A ANLN ANP32A ANXA4 AP3B2 AP4M1 APH1A APMAP APOL1 APRT AREG ARF1 ARFIP2 ARHGAP19 ARHGAP19-SLIT1 ARHGAP32 ARHGEF26 ARHGEF26-AS1 ARID4A ARIH1 ARL2BP ARL5A ARMC10 ARMH4 ARV1 ASB3 ASH2L ASXL2 ATAD2 ATAD3A ATAD5 ATG16L1 ATG4C ATOSA ATP10B ATP1A1-AS1 ATP2B1 ATP5F1C ATP5F1D ATP5IF1 ATP5PD ATP6V1A ATP6V1D ATP8B1 ATP8B4 ATRN ATXN2 AUP1 B9D2 BAZ2A BAZ2B BBIP1 BBS4 BBS9 BDH1 BDP1 BIRC6 BLOC1S4 BMAL2 BMPR1A BRAP BRIX1 BRSK2 BSCL2 BUD31 BZW2 C10orf95-AS1 C1QL4 C1orf198 C1orf220 C1orf43 C2CD3 C2orf49 C2orf88 C3orf52 C6orf120 C6orf62 C6orf89 CA11 CA5BP1 CABYR CACNA2D4 CACNB3 CACTIN CACUL1 CAPN2 CAPZA2 CARD19 CARF CARS2 CASD1 CAV1 CBFB CBX3 CC2D2B CCDC107 CCDC137 CCDC163 CCDC28A CCDC28A-AS1 CCDC32 CCDC6 CCDC77 CCNDBP1 CCNI2 CCNL1 CCT6B CD109 CD27-AS1 CD320 CD44 CDC40 CDC42SE1 CDCA3 CDCA5 CDH24 CDK13 CDK13-DT CDK4 CDKN1B CDON CENPJ CENPL CENPO CENPQ CEP120 CEP44 CEP70 CEP89 CEP95 CERS6 CES2 CETN3 CFAP298 CFAP298-TCP10L CFAP52 CFL1 CFLAR-AS1 CHMP7 CHP1 CHRAC1 CHTOP CIAO2B CIB2 CILK1 CISTR CITED2 CLASP2 CLCN3 CLDN12 CLHC1 CLIC1 CLIC4 CLNS1A CMTR1 CNBP CNNM2 CNOT8 CNPPD1 COA6 COG2 COG4 COMMD4 COPS2 COQ8A CORO1C CORO7 CORO7-PAM16 COX19 COX20P2 COX7C CPNE1 CPSF4 CRAT CRTAP CRYBB2P1 CRYZ CSAD CSNK1D CSNK1G1 CSNK2B CSTF3-DT CTC-338M12.4 CTDNEP1 CTDSPL2 CTDSPL2-DT CTH CTNNBL1 CTNS CUL4A CUTA CUX1 CWC25 CXCL3 CXXC1 CYB561D2 CYB5D2 CYP51A1 CYP51A1-AS1 CYSTM1 DACT3 DACT3-AS1 DAZAP2 DCAF13 DCP1B DCP2 DDB2 DDIT4 DDRGK1 DDX11 DDX11-AS1 DDX49 DDX5 DDX54 DDX55 DEPDC1B DEPDC4 DESI1 DHPS DLL4 DMAC2 DNAJB12 DNAJB4 DNAJB9 DNAJC10 DNAJC14 DNAJC9-AS1 DNASE2 DOLK DPF2 DPP8 DRAIC DRAM1 DRG2 DUSP28 DUSP6 DUT DUT-AS1 DYNC2I1 DYNLL1 DYRK1A DYRK3 DYRK3-AS1 EED EEF1AKMT3 EEF2K EFCAB15P EFHC1 EGLN2 EGR1 EIF2S1 EIF3G EIF3H EIF3L EIPR1 ELF1 ELL3 ELOVL1 ELP2 ELP3 EMC3 EMC3-AS1 EMC4 EML6 ENAH ENSA ENSG00000170846 ENSG00000233223 ENSG00000233461 ENSG00000273828 EPB41L5 EPM2AIP1 ERAP1 ERC1 ERCC2 ERCC5 ERH ETF1 ETFA ETFBKMT ETS2-AS1 EXD1 EXOC8 EXOSC9 F2RL1 FAAP24 FAM111A-DT FAM118A FAM168A FAM222B FAM47E FAM83E FANCC FAR2 FASTK FBXL13 FBXO15 FBXO8 FBXO9 FBXW7 FDXR FEM1B FGFR1OP2 FHIP1B FIGNL1 FIZ1 FLAD1 FNIP1 FOS FOXM1 FOXP2 FRMD3 FRYL FSIP1 FZD1 FZD4 FZD4-DT GABARAP GABPB1 GABPB1-AS1 GANC GAPDH GAPDH-DT GAPDHP25 GAR1 GAR1-DT GART GAS2L3 GATM GCC2-AS1 GCHFR GDAP1 GDPGP1 GFER GGA1 GGA3 GGCX GGPS1 GID8 GLUL GMCL1 GNL3 GORASP2 GOT1 GOT1-DT GPANK1 GPATCH11 GPRASP3 GPRC5A GSS GSTCD GTF2H5 GTF2IRD1P1 GTF3C2 GTF3C2-AS2 GTF3C5 GTPBP2 H1-12P H2AC6 H2AC8 H2AZ2 H2AZ2-DT H2BC4 H2BC8 HAUS5 HAUS5-DT HBS1L HCG17 HCG18 HDAC3 HDLBP HECTD4 HENMT1 HERC1 HEXB HFM1 HILPDA HILPDA-AS1 HINT1 HM13 HMGA2 HMGCS1 HMGXB4 HMOX2 HNRNPA2B1 HNRNPAB HNRNPH1 HOXA7 HRK HSP90B1 HSPA8 HTRA2 HTT HTT-AS HYAL2 IER2 IER3 IER3IP1 IFRD1 IFT172 IGSF8 IL23A IL5 IMMT IMP3 ING1 ING4 INKA2 INKA2-AS1 INO80B INO80B-WBP1 INO80E INSIG1 INTS12 INTS13 IPO4 IQCG IQCH ITFG2 ITFG2-AS1 ITPR1-DT IVD IWS1 KATNBL1 KBTBD4 KCTD13 KCTD13-DT KCTD2 KCTD21 KCTD21-AS1 KDM1A KDM2B KDM3A KDM4C KHDRBS1 KHSRP KIF26A KIF26A-DT KIF3A KIFC2 KLF7 KNTC1 KPNA3 KRR1 LACTB2 LAD1 LAMA3 LAMC2 LANCL2 LARP1 LARP4 LETM1 LIG1 LIMA1 LIN52 LINC00471 LINC00649 LINC00963 LINC00992 LINC01144 LINC01182 LINC01465 LINC01730 LINC01852 LINC02086 LINC02363 LINC02405 LINC02441 LINC02453 LINC02482 LINC02983 LINC03014 LINC03060 LMO7 LMO7-AS1 LOH12CR2 LRP10 LRRC1 LRRC27 LRRC40 LRRC46 LRRC51 LRRC61 LRWD1 LSM11 LSM2 LSR LTBP1 LTBP4 LUC7L2 LYPD5 LYRM7 LZTR1 MAD2L1BP MAEA MAF1 MAP3K1 MAP3K11 MAP3K14-AS1 MAP3K5 MAPK10 MAPK6 MAPK6-DT MAPT MARCHF6 MARCHF7 MARK3 MATCAP2 MAZ MBTD1 MCCC1 MCFD2 MCM7 MCOLN1 MDH2 MEAK7 MED22 MEF2C MEGF8 MEMO1 METTL1 METTL4 MICAL3 MICB MIGA2 MINDY2 MIOS-DT MIR200C MIR200CHG MIR22HG MIR320A MIR3651 MIR4453HG MIR4466 MIR4515 MIR4727 MIR4757 MIR5087 MIR584 MIR762HG MIR7845 MIRLET7BHG MIRLET7I MIRLET7IHG MKLN1 MLH1 MMACHC MMADHC MMUT MOSPD3 MPV17 MPV17L2 MRNIP MRNIP-DT MRPL33 MRPL4 MRPL45 MRPL45P2 MRPL51 MRPL58 MRPS10 MRPS18B MRPS27 MRPS7 MSH5 MSRB2 MSTO2P MT1E MTF2 MTFR2 MTR MUS81 MVB12A MYCBPAP MYCL MYH9 MYH9-DT MYO19 MYO7A MYO9A NAA16 NAA50 NAIF1 NAMPT NBEAL1 NBPF1 NCAPD2 NCAPG2 NDC1 NDC80 NDUFA13 NDUFAF4P1 NDUFB8 NDUFC2 NDUFC2-KCTD14 NDUFS3 NEK8 NFX1 NFYC NFYC-AS1 NIF3L1 NIPA1 NIT1 NLGN1 NME6 NMRAL1 NOB1 NOL3 NOL8 NOL9 NOLC1 NOP2 NPRL2 NR1H3 NR2C1 NR4A3 NRAV NRBF2 NRP1 NSA2 NSMCE2 NTAQ1 NTMT1 NUBPL NUBPL-DT NUDCD3 NUDT19-DT NUDT21 NUDT6 NUFIP2 NUP188 NUP37 NUP50 NUP50-DT NUSAP1 OGFOD1 OIP5 ORC2 OS9 OSBPL10 OSBPL8 OVCA2 PACRG PAN2 PAQR4 PARP3 PARPBP PAWR PAXBP1-AS1 PBRM1 PC PCBP1-AS1 PCBP2 PCF11 PCID2 PCNX3 PDAP1 PDK1 PDK4 PDK4-AS1 PEF1 PEF1-AS1 PER1 PEX1 PEX26 PFDN2 PGRMC2 PHAX PHLDA1 PHLDA1-DT PHOSPHO1 PHTF2 PIAS4 PIBF1 PIGK PIGW PIWIL4 PKM PKMYT1 PKP4 PLBD1 PLCXD2 PLEC PLEKHB2 PLEKHH1 PMS2 PMS2P3 PNKD PNKP POC5 POLG POLG-DT POLK POLR1C POLR1D POLR1F POLR1G POLR2E POLR2K POLR3B POLR3D POM121 POP1 PPAN PPAN-P2RY11 PPIL3 PPM1H PPME1 PPP1R10 PPP1R13L PPP1R14B PPP1R14B-AS1 PPP1R15B-AS1 PPP1R2 PPP2R5E PPP6C PPP6R1 PPP6R2 PPT1 PPT2 PPT2-EGFL8 PRDM1 PRKAB2 PRKN PRPF38B PRPSAP1 PRR11 PRR15-DT PRRT1 PRSS3 PSD PSMA3-AS1 PSMB10 PSMB7 PSMB9 PSMD7-DT PSMG3 PSMG3-AS1 PTCD1 PTGES3 PTPA PTPN13 PTPN23 PTPN23-DT PTPRO PTRHD1 PUF60 PUS7L QPCTL RAB6A RABGAP1L RABGAP1L-DT RABGEF1 RABL6 RACK1 RAD1 RAD23B RAD50 RAD51 RAD51-AS1 RAD52 RAD9A RAET1K RANBP3 RANBP3-DT RAP1GDS1 RAPGEF6 RASGRF2 RBBP4 RBL1 RBL2 RBM12 RBM33 RBM33-DT RBM48 RCOR3 RDH11 RELL2 RERE RERE-AS1 RETREG2 REXO2 RFX3 RFX3-DT RGL2 RIDA RITA1 RMDN1 RMRP RN7SKP134 RN7SL2 RNASEH2A RNF111 RNF14 RNF181 RNF187 RNF216 RNF216P1 RNF34 RNF38 RNU4-1 RNU4-2 RNU5A-1 RNU5A-8P RNU6-2 RNU6-8 RNU6ATAC RNVU1-21 RNY3 RPF2 RPL23A RPL24 RPL31 RPL34 RPL34-DT RPL37 RPL39L RPL7A RPL8 RPLP1 RPS11 RPS15A RPS2 RPS27A RPS27L RPS6KA5 RPS9 RRP9 RSF1 RSRC2 RTCA RTCA-AS1 S100A13 S100A6 SAP30L SASS6 SBF2-AS1 SCAMP2 SCAND2P SCARB2 SCN5A SCP2 SCYL2 SDCBP SDF2L1 SDHAF1 SEC22C SEC24A SEC31A SECISBP2L SELENOI SELENOK SENP8 SEPSECS SEPSECS-AS1 SEPTIN2 SERAC1 SERGEF SERINC3 SERINC5 SERP1 SERPINB5 SETD1A SETD5 SETD9 SF3B1 SF3B3 SFMBT1 SGPP1 SH2D6 SH3BGRL3 SH3RF2 SH3TC2 SH3TC2-DT SHARPIN SHLD3 SHOC2 SHPK SIDT1 SKA2 SKIDA1 SLC12A9 SLC12A9-AS1 SLC16A6 SLC17A5 SLC25A1 SLC25A3 SLC25A39 SLC27A5 SLC35C2 SLC35D3 SLC38A1 SLC38A2 SLC38A2-AS1 SLC39A6 SLC39A9 SLC4A1AP SLFN5 SMARCA2 SMARCA4 SMARCAL1 SMG7 SMG7-AS1 SMKR1 SNHG12 SNHG15 SNHG16 SNHG17 SNHG32 SNHG9 SNORA16A SNORA17A SNORA78 SNORA84 SNORD12C SNORD1C SNORD24 SNORD42B SNORD48 SNORD95 SNRNP200 SNRPA SNRPB2 SNRPD2 SNX13 SOCS4 SOCS7 SORBS1 SP4 SPAG7 SPATA2 SPATS2L SPECC1 SPINK4 SPINT1 SPINT1-AS1 SPRTN SPTAN1 SRP14 SRP14-DT SRP54 SRP54-AS1 SSBP1 STAG3L5P STAG3L5P-PVRIG2P-PILRB STARD3NL STARD9 STK4 STK4-DT STN1 STX17-DT STX18 STX18-AS1 STX8 STYXL1 SUPT3H SUPT4H1 SUPT7L SUV39H2 SWSAP1 SYNGAP1 SYNGAP1-AS1 SYNGR4 SYNJ1 SYNJ2BP-COX16 SYT8 TAF11 TAF15 TAF1B TAF6L TAFA2 TAPBPL TAS1R1 TBC1D2 TBK1 TBX6 TCF12 TDRD3 TEDC2 TEFM TENT4A TFCP2 TGDS TGS1 THAP5 THRAP3 THTPA TIMM10B TIMM21 TIPIN TLCD1 TMCC3 TMED10 TMED2 TMEM106B TMEM106C TMEM115 TMEM128 TMEM143 TMEM161B-DT TMEM170A TMEM177 TMEM184A TMEM198B TMEM202-AS1 TMEM232 TMEM243 TMEM248 TMEM259 TMEM267 TMEM39A TMEM39B TMEM44 TMEM87A TMEM91 TMEM9B TMEM9B-AS1 TNPO2 TOMM22 TOMM22-DT TOMM40 TOMM7 TP53I13 TPK1 TPST1 TPT1 TPT1-AS1 TPX2 TRA2A TRAPPC13 TRAPPC3 TRIM23 TRIM25 TRIM27 TRIM29 TRIM32 TRIM39 TRIM41 TRIM56 TRIM7 TRIT1 TRMO TRMT13 TRNAU1AP TRPM6 TSEN2 TSNAX TSNAX-DISC1 TSPAN12 TSSK6 TTC13 TTC41P TTPAL TUFT1 TUG1 TXNDC11 TYMP TYW3 UBAP2L UBE2I UBE2L3 UBE2V1 UBE2Z UBE3A UBE4A UBN2 UBP1 UBQLN1 UBQLN1-AS1 UBR4 UBR5 UGGT1 ULK3 UNC5B-AS1 UPP1 UQCR10 USP15 USP3 USP35 USP38 USP42 USP53 USP54 USPL1 UTP11 UTP18 UVRAG UVRAG-DT UVSSA VAV2 VEGFA VILL VPS39 VPS39-DT VRK3 VWDE WASF1 WASF2 WASHC5 WBP4 WDFY2 WDHD1 WDR12 WDR18 WDR27 WDR38 WDR55 WDR81 WEE2-AS1 XKR9 XPC XPOT XRCC6 YARS2 YBX3 YDJC YEATS4 YIPF3 YTHDC2 YWHAZ ZBTB3 ZBTB8OS ZBTB9 ZC3H12D ZC3HC1 ZCWPW1 ZDHHC12 ZDHHC12-DT ZFAND2A ZFAND2A-DT ZFAND2B ZFAS1 ZFHX2 ZFP36L2 ZFPL1 ZMAT5 ZMYND8 ZNF121 ZNF131 ZNF180 ZNF212 ZNF280D ZNF398 ZNF410 ZNF451 ZNF451-AS1 ZNF473 ZNF524 ZNF552 ZNF598 ZNF622 ZNF646 ZNF668 ZNF691 ZNF691-DT ZNF692 ZNF707 ZNF74 ZNF740 ZNF79 ZNF8 ZNF8-DT ZNF8-ERVK3-1 ZNF839 ZNF860 ZNFX1 ZNHIT2 ZNRF2P1 ZSCAN2 ZSWIM9 ZWILCH ZWINT ZZEF1 ZZZ3 HOXD11_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOXD11_TARGET_GENES AATF ABITRAM AFG1L ALOX12B AMACR ARRB1 ASAH1 ASAH1-AS1 ATF7IP ATG5 ATP10B ATP8B1 BAZ2A BRCA1 BSDC1 C16orf95-DT CALCOCO1 CANX CAST CATSPERG CCDC18 CCDC18-AS1 CCT6A CDKL3 COPA COQ4 COQ7 COQ7-DT DDR1 DHX8 DNAJB12 DNAJC17 DPH5 DPP4 DTL DYNLT1 ECSIT EFCAB5 EFHB ELF1 ELP1 ENSG00000273523 ERAP1 ETF1 FAM118B FBXL17 FBXO24 FKBP14 FMC1 FSTL3 GCHFR GLUL GMNN GPBP1L1 H4C1 HAGH HS3ST1 HSD17B4 IFT122 JKAMP JMY L3HYPDH LAMTOR4 LIG1 LINC00339 LINC00449 LINC01635 LINC02851 LRCH4 LUC7L2 MBD4 MCEE MCM2 MGAT1 MIR3661 MIR4638 MMAB MPHOSPH10 MRPL57 MTHFS MVK NBR1 NCSTN NDUFB2 NDUFB2-AS1 NDUFV3 NOSIP ORMDL1 OSBPL8 PDCD10 PDK1 PIGO PIGO-AS1 PLEKHA8 PLK3 PMS1 PPP2CA PPP2CA-DT PPP4R3B PPP4R3B-DT PRMT5 PRMT5-DT PRPF4 PSPH PSRC1 PXN-AS1 RAB5A REX1BD RITA1 RNU11 RPL30P11 RPLP0 RPLP1 RPUSD4 SAR1B SCAMP2 SERPINI1 SKA3 SLC28A2-AS1 SND1 SND1-DT SNHG15 STAM2 STAT6 SUB1 SUCLG1 TACC1 TAF6L TCHP TM2D1 TMEM242 TMEM242-DT TMEM69 TMEM9B TMEM9B-AS1 TNPO1-DT TOB2 TPRA1 TRIM41 TRUB2 TTC14 TTC14-DT TTLL4 UBE2B VDAC2 WBP4 WDR4 ZC3HAV1 ZFYVE19 ZNF280B ZNF428 ZSWIM9 HOXD1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOXD1_TARGET_GENES ACAD11 AKT2 AP1AR APBB3 ATG4C ATP11B BCRP2 C2CD5 CAMKK1 CCM2 CD44 CLIP2 DAPL1 DENND5A DLD DOCK4 EMC4 ENSG00000234519 FRRS1 GLIPR1L2 GPR151 IGHV3-16 ISCA1 KRT73-AS1 LAMA4 LANCL2 LIG3 LINC01489 LINC02971 MFAP4 MIR151A MIR3914-2 MIR4486 MIR4527HG MIR623 MROH1 MTCO3P16 MTND3P16 MTND6P11 MYBPHL NDRG1 NOD2 NOTCH2P1 NUP93 OXCT1 PLCB1 PPP1R17 PRANCR PSMA4 PTBP2 R3HDM1 RFC1 RN7SKP8 RN7SKP92 RUSC1 RUSC1-AS1 SCARF1 SDC3 SEPTIN4-AS1 SHISA5P2 SIAH1 SLC11A2 SLC26A9 SMG5 SP1 SPAG6 SPDYA SPTBN2 TAS2R13 TBCD TIAM2 TLN1 TRMU TSPO UBA5 UCP3 ZRANB3 ZSWIM8-AS1 HSD17B8_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HSD17B8_TARGET_GENES AARS2 ABCB6 ADGRL1-AS1 ADGRV1 ADRA1A AFMID AGFG2 AHCTF1 ALDH1A2-AS1 ALG10 ALG8 ANKRD19P ANKRD24 ANLN ANP32E AP4M1 APLF APOBEC3B ARHGAP11A ARHGAP11A-DT ARHGAP19 ARHGAP19-SLIT1 ARHGEF39 ARID3B ARX ASF1B ASPM ATAD2 ATAD3A ATAD3B ATAD5 ATL2 ATP2A1 ATP2A1-AS1 AURKB BAMBI BHLHE22 BIRC5 BLM BMPR1B BORA BRCA1 BRCA2 BRD8 BRD9 BRIP1 BUB1 BUB1B C12orf4 C12orf75 C19orf48P C1QTNF6 C1orf109 C1orf112 C1orf159 C1orf35 C21orf58 C2orf69 C3orf38 C5orf34 C6orf141 C7orf57 C8orf33 C9orf43 CACNB4 CASP8AP2 CCDC12 CCDC150 CCDC18 CCHCR1 CCNA2 CCNB2 CCNE1 CD101-AS1 CD46P1 CDC20 CDC20-DT CDC23 CDC25A CDC25C CDC6 CDCA2 CDCA3 CDCA5 CDCA7 CDCA8 CDH11 CDIN1 CDK1 CDKN2A CDKN2C CDKN2D CDKN3 CENPA CENPE CENPF CENPI CENPK CENPN CENPO CENPP CENPQ CENPS CENPS-CORT CENPW CENPX CEP128 CEP152 CEP192 CEP192-DT CEP295 CEP43 CEP55 CEP57 CEP89 CERNA3 CHD7 CHEK2 CHTF18 CIDECP1 CIP2A CIT CKAP2L CKAP5 CKS1B CLIC1 CLVS2 CMC2 CMSS1 COG1 COX5AP1 COX8A CR1L CRTC3-AS1 CTCF CTCF-DT CTXND1 DBF4B DCAF16 DDIAS DDX24 DEPDC1 DGCR8 DIAPH3 DIRC3-AS1 DKK2 DLEU1 DLEU2 DLGAP5 DLX1 DLX6 DLX6-AS1 DNA2 DNAAF10 DNMT3B DOLPP1 DTL DTNA DUT DUT-AS1 DZIP3 E2F1 E2F2 E2F3 E2F8 ECT2 EDC3 EIF2AK3 EIF2AK3-DT EIF3F ELMOD1 EMC3 EMC3-AS1 EMC4 EME1 EMX1 EMX2 ENSG00000170846 ENSG00000230707 ENSG00000232995 ENSG00000243620 ENSG00000263080 ENTREP2 EOMES EPHA5 EPHA5-AS1 EPOR ERCC6L ERG ERI2 ESCO2 ESPL1 ESRRG EVX2 EXO1 FAAP24 FADS2 FAM110A FAM111A FAM200B FAM222A FAM47E FAM47E-STBD1 FAM53C FAM76B FAM83D FANCB FANCC FANCD2 FANCI FANCM FBXL20 FBXL5 FBXL9P FBXO15 FBXO48 FBXO5 FEN1 FENDRR FEZF1 FEZF1-AS1 FHL1 FKBP3 FKBP5 FOXA1 FOXCUT FOXD3-AS1 FOXG1 FOXI3 FOXM1 FOXN2 FRG1CP GATA2 GATA3 GATA3-AS1 GATA6-AS1 GATM GEN1 GFI1 GFRA2 GINS1 GINS2 GINS3 GLB1L3 GOLT1B GPR19 GPSM2 GTSE1 GTSE1-DT GUCY1B1 H2AC11 H2AC13 H2AC16 H2AX H2AZ1 H2AZ1-DT H2AZ2 H2AZ2-DT H2BC11 H2BC13 H2BC16P H2BC27P H3C2 HASPIN HAUS8 HCG21 HCN3 HEY2 HHIP HJURP HMGB1 HMGB2 HMGB3 HMMR HNRNPAB HNRNPD HNRNPD-DT HOXA-AS2 HOXA3 HOXB3 HOXB4 HOXC6 HOXD11 HOXD12 HPGD HPSE2 HROB HSCB HYAL2 IER5L IFI27L1 IFT80 IGF2BP1 INCENP ING2 ING2-DT INHCAP INTS12 INTS14 INTS7 IPO11 IQGAP3 ISL2 ITGAE KCNMB4 KCTD21-AS1 KCTD9 KIAA1143 KIF14 KIF15 KIF18B KIF18B-DT KIF20A KIF20B KIF22 KIF23 KIF23-AS1 KIF2C KIFC1 KLHL12 KMT5A KMT5C KNL1 KNTC1 KPNA2 LARP7 LBX1-AS1 LEF1-AS1 LENG1 LGR5 LHX1 LHX1-DT LHX6 LHX8 LHX8-AS1 LIM2-AS1 LIN28B LIN9 LINC00461 LINC01391 LINC01475 LINC01572 LINC01775 LINC02482 LINC02587 LINC02977 LIPT2-AS1 LMF2 LNCRNA-IUR LOC102723313 LOC105374682 LRP4-AS1 LRRC14 LRRC45 LRRC49 LSM5 LTN1 MAD2L1 MAD2L1-DT MAEA MALT1 MAP3K11 MAP3K7 MASTL MCIDAS MCM10 MCM3 MCM5 MCM6 MCM7 MCM8 MECOM MELK METTL18 METTL4 MIR6068 MIR924HG MIS18A MIS18BP1 MKI67 MLLT1 MMUT MND1 MNS1 MOSPD2 MRPL13 MRPL27 MRPL45 MRPL57 MSC-AS1 MSH5 MSH5-SAPCD1 MTAP MTBP MTFR2 MTHFD1 MXD3 MYBL1 MYBL2 MYO9B MZT1 NAP1L4 NBR2 NCAPD3 NCAPG NCAPG2 NCAPH NCAPH2 NDC80 NDNF-AS1 NEK2 NEK2-DT NEMP1 NET1 NEU1 NEUROG2 NFATC2IP NFIB-AS1 NKX3-2 NOL8 NOLC1 NPAS3 NR2E1 NR5A2 NRN1 NSD2 NUCKS1 NUDCD2 NUDT15 NUDT2 NUF2 NUP107 NUP107-DT NUP37 OBI1 OSTM1 P2RX2 PARP2 PARPBP PAUPAR PAX5 PAX6 PBK PCLAF PCNT PCOLCE2 PEX19 PGK1 PHOX2B PHOX2B-AS1 PIAS1 PIMREG PITX1 PITX1-AS1 PLCXD1 PLK1 PLK4 PNO1 POC1A POLD1 POLD3 POLE POLE3 POLG POLG-DT POLQ POU4F1 PPIH PPWD1 PRC1 PRCP PRDM13 PRIM2 PRR11 PSMC3IP PTRHD1 PTTG1 PXMP2 QPCTL RAD18 RAD51 RAD51-AS1 RAD51AP1 RAD51B RAD54L RAD9B RBL1 RBM15 RBM42 RCC1 RCCD1 RCCD1-AS1 RDM1 RECQL RECQL4 REXO5 RFC3 RFC4 RFC5 RFWD3 RFX2 RGS5 RHNO1 RMI2 RNASEH2A RNF220 RNU2-17P RNU6-1 RPA1 RPL39L RPPH1 RPS20 RPUSD1 RRM1 RRM2 RSRC1 RSRC2 RTKN2 RTTN RUNX3 SASS6 SATB2 SBSPON SETD5 SFRP2 SGO1 SGO1-AS1 SGO2 SH3GL1 SHC1 SHCBP1 SHQ1 SIM1 SKA1 SKA2 SKA3 SKOR2 SLBP SLC24A1 SLC30A3 SLC35B1 SLFN11 SLU7 SMC2 SMC4 SMC6 SMYD4 SNCA SNHG5 SNORD54 SNRPD2 SOWAHA SOX9-AS1 SP4 SPAG5 SPAG5-AS1 SPAG6 SPC24 SPC25 STIL STXBP5L SYCE2 SYCP2L TACC3 TAL1 TARID TBC1D31 TBR1 TCEA1 TCERG1 TCF19 TDP1 TDRKH TDRKH-AS1 TEDC1 TEDC2 TENT5B THAP10 THAP8 THBS4 THUMPD3-AS1 TICRR TIMM21 TK1 TLX2 TLX3 TMED5 TMEFF2 TMEM129 TMEM208 TMEM216 TMEM245 TMEM255B TMEM258 TMEM97 TMOD1 TMPO-AS1 TMPOP2 TNKS TOP1 TOP2A TOPBP1 TPTEP2 TRAIP TRBV23OR9-2 TRIM36 TRIM59 TRIM59-IFT80 TRIP13 TRMT13 TRMT6 TROAP TTF2 TTK TULP3 UBE2C UBE2T UBE3D UHRF1 ULBP1 UNG USP5 VGLL2 VPS26B VPS29 VRK1 VSNL1 WDR62 WEE1 WNK1 WRAP73 XPO1 XRCC2 XRCC3 YME1L1 ZAR1L ZFHX3-AS1 ZFPL1 ZFYVE21 ZGRF1 ZIK1 ZNF100 ZNF107 ZNF138 ZNF273 ZNF331 ZNF367 ZNF43 ZNF430 ZNF486 ZNF492 ZNF519 ZNF530 ZNF66 ZNF678 ZNF682 ZNF687 ZNF688 ZNF689 ZNF695 ZNF718 ZNF724 ZNF726 ZNF730 ZNF732 ZNF736 ZNF738 ZNF785 ZNF90 ZW10 ZWINT ZYG11A HSF2_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HSF2_TARGET_GENES ABCB8 ABCC2 ABHD3 ACHE ALKBH6 AMMECR1L ANAPC16 ASCC1 ATPSCKMT BAG3 BCL2L11 BISPR BST2 CAPRIN1 CASP4 CASS4 CBX3P4 CCDC117 CCDC121 CCND3 CCT2 CCT4 CCT5 CCT6A CCT7 CCT8 CDC42BPA CDK3 CDKL3 CEACAM21 CERT1 CFAP68 CHD1 CHORDC1 CKS1B CKS2 COMMD1 COX6C CRYAB CTDSPL CXCL9 DARS1 DAZL DDX41 DIXDC1 DNAJB4 DNAJB6 DNAJC16 DSE DUSP3 EARS2 ELOVL5 ELP3 ENGASE ENKUR EPB42 ERI1 EWSR1 EXTL3 FAM3D FBXO15 FDXACB1 FKBP4 FLAD1 FLJ42969 FRMD4B FTL GARNL3 GAS5 GATAD2A GCNT3 GDF9 GLO1 GPBP1 GPN1 GSTO2 GTF3C3 H2AC11 H2BC11 H4C13 H4C8 HEY2 HMG20A HMGB1 HOXA3 HSP90AA1 HSPA1A HSPA1B HSPA1L HSPA4 HSPA6 HSPA8 HSPB1 HSPB9 HSPD1 HSPE1 HSPE1-MOB4 HSPH1 HYPK ID2-AS1 ID3 IER5 IGLV11-55 IRF2BP1 ITGA2 JMJD6 JOSD1 KAT2A KMT2A KNTC1 LENEP LINC00304 LINC01135 LINC01298 LINC02324 MAP1A MATCAP2 MATR3 MBOAT7 MCU ME1 MED27 METTL14-DT METTL23 MIB1 MICA MICB MIR3913-1 MIR4258 MIR4482 MIR5188 MIR6068 MORF4L2 MRC1 MRPL18 MRPL45P2 MRPS6 MVB12A NAALADL2 NADK NGDN NKIRAS2 NKRF NME1 NME1-NME2 NOP58 NR2F2 NUCB1 NUDC NUDT9 NXT2 OSR2 PAQR4 PAXIP1-AS2 PCBD1 PCBP2 PCNA PDXK PEAK1 PGAM5 PGK1 PHB1 PHTF1 PLAC8 PLEKHA1 PLEKHG7 PLXDC1 PMVK PNMA8A PPP1R18 PRKD3 PRMT5-AS1 PSMD9 PSPH PTGES3 PTPRO PWWP3A QPCT RAB39A RAB3IP RANGAP1 RBM12B RBM12B-AS1 RBM12B-DT RBM23 RBM47 RGS2 RGS7 RIGI RMDN1 RNU5D-1 RP9P SARAF SENP1 SERINC4 SH3BGR SH3BGRL2 SH3PXD2A-AS1 SHC1 SKIC3 SLC1A3 SLC35F2 SLC44A3 SLC5A3 SMAD3-AS1 SNAP23 SPAG1 SPRY1 SRP72 ST13 STAT2 STAT6 STIL STIP1 TAF7 TCP1 TDRD3 TEN1-CDK3 TERF2 THAP2 TIMM21 TMC1 TMEM144 TP53BP1 TPR TPT1 TPT1-AS1 TRA2B TSEN15 TTC32 TTC32-DT TXLNA TXNDC15 UBB UBC UBE2B UBFD1 UBQLN1 UBQLN1-AS1 UPRT USP54 USPL1 WDPCP XPNPEP3 ZFAND2A ZFAND2A-DT ZNF410 ZNF451-AS1 HSF4_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HSF4_TARGET_GENES EPM2AIP1 H2AC20 H2AC7 H2AC8 H2BC21 H2BC7 H2BC8 H2BC9 H3C7 H4C16 H4C2 H4C3 H4C8 MALAT1 MLH1 NPM1 RNU11 RNU2-2P RNU5A-1 RNU5B-1 TSPYL4 WDR74 ID1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ID1_TARGET_GENES AARSD1 AATF ABCA17P ABCA3 ABCB8 ABCB9 ABCF2 ABHD10 ABHD11 ABLIM2 ABR ABTB2 ACAA2 ACAD10 ACADM ACAT1 ACCS ACKR2 ACSS2 ACTA1 ACTMAP ACTN4 ACVR1 ADAP2 ADAT2 ADD3 ADD3-AS1 ADGRE2 ADGRF3 ADIPOR1 ADK ADSS1 AFDN-DT AHCYL2 AHSA1 AK1 AKAP13 AKAP9 ALAD ALAS1 ALDH16A1 ALDH1A2 ALDH2 ALG1 ALKBH6 ALKBH7 AMDHD1 AMN1 AMOT ANAPC13 ANAPC5 ANAPC7 ANKRD10 ANKRD46 ANKRD49 ANKRD63 ANKUB1 ANO1 ANO2 ANXA2R-OT1 AOAH AP1G2 AP1M2 AP3D1 APEH APLP2 APMAP APPBP2 APPBP2-DT AQP2 ARF3 ARFIP1 ARHGAP17 ARHGAP26 ARHGEF2 ARHGEF2-AS2 ARHGEF26 ARHGEF26-AS1 ARHGEF37 ARL6IP1 ARL8A ARMC2 ARPC3 ARRDC3 ASCC2 ASCL5 ASH1L ATF5 ATG10 ATG5 ATMIN ATP1B3 ATP23 ATP5F1D ATP5MC2 ATP5MJ ATP6AP2 ATP6V1E2 ATP6V1G1 ATXN7L1 AXDND1 B4GALNT3 BAG4 BATF2 BCAN-AS2 BCAS3 BCDIN3D-AS1 BCL10 BCL10-AS1 BCL2L13 BCL9 BHLHE40 BLM BLOC1S2 BLOC1S6 BLTP1 BLTP2 BMP1 BMS1 BMT2 BNIP1 BNIP2 BOC BRAT1 BRIP1 BRIX1 BRME1 BSDC1 BSN BTF3 BTF3-DT C11orf58 C12orf57 C12orf60 C14orf119 C17orf97 C18orf32 C19orf48P C1QTNF1-AS1 C1orf112 C1orf226 C1orf50 C21orf62-AS1 C2CD2L C2CD3 C2orf15 C4orf47 C4orf48 C6orf89 CABLES1 CACNB2 CACUL1 CALU CAND1 CANX CAPN1 CAPN10 CASC3 CATSPERD CBX1 CCDC102B CCDC115 CCDC124 CCDC127 CCDC137 CCDC146 CCDC197 CCDC28A CCDC38 CCDC51 CCDC57 CCDC77 CCDC87 CCDC91 CCL3-AS1 CCNH CCNI CCPG1 CCS CCT8 CD101-AS1 CD99P1 CDC123 CDC14A CDC14B CDC73 CDCA3 CDCA7L CDHR3 CDIN1 CDK11A CDK13 CDK20 CDK4 CDKL1 CDKN2B CDKN2D CDS2 CELP CENPBD2P CENPC CENPJ CENPT CEP135 CEP20 CEP290 CEP63 CEP89 CERS5 CERT1 CETN2 CFAP119 CFAP410 CFAP58 CFAP58-DT CFAP61 CFAP68 CHAC1 CHD2 CHEK2 CHERP CHMP4A CHTOP CHUK CHUK-DT CIAO2A CIAPIN1 CISD3 CKMT2-AS1 CLDN16 CLIC4 CLINT1 CLK3 CLVS1 CMPK2 CMSS1 CNEP1R1 CNKSR1 CNN3 COA6 COG8 COMMD8 COPB1 COQ4 COQ8A COX14 COX6C CPEB2 CPEB2-DT CREBRF CREBZF CRIP1 CRNKL1 CROCCP2 CRTC3-AS1 CRYM CRYZL1 CSF3R CSNK1A1 CSNK1G1 CTDP1 CTDSP2 CTNS CTSA CTSE CYFIP1 CYSTM1 DAPK1 DAPK2 DAZAP1 DBIL5P DCAKD DCBLD2 DCUN1D3 DDOST DDR1 DDX1 DDX24 DDX3X DDX41 DDX54 DDX59 DELE1 DENR DGKA DGKH DHCR7 DHCR7-DT DHRS4-AS1 DHX34 DHX38 DHX57 DHX8 DIP2B DLG1 DMRT2 DMWD DNAI1 DNAJB1 DNAJB12 DNAJC21 DNAJC28 DNAJC6 DNAL1 DNASE1L3 DNM2 DNMT1 DPP9 DPY19L4 DRAM1 DUS1L DUSP12 DUSP19 EBLN3P EDC4 EEF1A1 EEF1A1-AS1 EEF1AKMT2 EEF1G EFCAB7 EFHB EIF1 EIF2AK1 EIF2AP4 EIF4E3 ELAC2 ELL ELOVL7 ELP3 EMC1-AS1 EML6 EMSY EMSY-DT ENC1 ENSG00000201701 ENSG00000245008 ENSG00000251942 ENSG00000256286 ENSG00000268650 ENSG00000275765 ENSG00000282904 EPHB2 EPM2AIP1 ERCC1 ERG28 ERI2 ESRP2 EWSR1 EXO1 EXOSC2 EXOSC4 F12 F2RL1 FAAP24 FAHD2A FAM107A FAM118B FAM135A FAM151B FAM151B-DT FAM167A FAM219A FAM47E FAM47E-STBD1 FAM86EP FAM91A1 FAN1 FANCA FBF1 FBXL6 FBXO34 FBXO34-AS1 FBXO45 FBXO8 FBXW7 FDXACB1 FEM1B FER FGFBP3 FGFR1OP2 FGR FICD FIS1 FITM2 FKBP11 FLI1 FOSB FOXP1 FOXP2 FOXRED1 FRA10AC1 FUT8 G3BP1 GABARAPL1 GANAB GANC GAPDH GARRE1 GATC GAU1 GCHFR GCKR GCN1 GCNT3 GDF9 GEMIN4 GFER GFM1 GGA1 GHDC GLIS3 GLTC1 GNL1 GNS GOLGA5 GOLIM4 GPD2 GPR108 GPR63 GPRC5C GPSM3 GPT2 GRAMD2B GRK6 GRM4 GSAP GSE1 GSPT1 GSS GSTO2 GTPBP2 GTPBP3 GVQW3 GZF1 H2AC5P H2BC3 H3C12 H4C5 HACD2 HAPSTR1 HCP5 HEATR1 HEATR3 HERC4 HERC6 HEXIM1 HEXIM2 HEXIM2-AS1 HIBCH HIVEP3 HMG20A HNF4G HNRNPC HNRNPH1 HNRNPH3 HNRNPU HOPX HOXB-AS3 HOXB3 HOXC-AS2 HOXC6 HRH1 HS3ST1 HSCB HSDL2 HSPA1A HSPA1L HYAL3 HYOU1 ICAM2 IFI27L1 IFT122 IFT81 IK IL11RA IL16 IL4I1 IL5RA ILKAP ILVBL IMP4 INCENP INF2 INKA2 INO80 INO80C INSIG2 INTS13 INTS6 INTS9 IRAG1-AS1 IRF5 IRF6 ITGA3 ITGB1 ITGB1-DT ITGB3BP ITSN1 IVD JPT1 JUN KANSL2 KATNB1 KAZALD1 KCNH5 KCNIP2-AS1 KCNK1 KCTD10 KCTD13 KCTD17 KCTD21 KCTD6 KDM1A KDM2A KIAA1328 KIF22 KIF5B KIFC1 KLHL42 KLK10 KLRG1 KPNA4 KRBOX1 KRT8 KTN1-AS1 L3MBTL2 LAMA1 LARP1 LARS1 LARS2 LDLRAP1 LEMD3 LGALS4 LHFPL2 LHX5 LIFR-AS1 LIMD1-AS1 LIMK2 LINC00240 LINC00265 LINC00339 LINC00511 LINC00543 LINC00667 LINC00926 LINC00963 LINC01135 LINC01275 LINC01374 LINC01416 LINC01559 LINC01635 LINC01814 LINC01948 LINC02026 LINC02038 LINC02105 LINC02280 LINC02313 LINC02340 LINC02372 LINC02374 LINC02427 LINC03064 LITAF LMNB1 LMNB1-DT LMTK2 LNCRNA-IUR LNMICC LOC101929297 LOC105371430 LONP1 LONRF3 LPCAT1 LPO LRFN4 LRP1 LRP6 LRRC1 LRRC14 LRRC17 LRRC57 LRTM2 LSM1 LSM10 LTB4R LUC7L2 LYRM1 LYSMD3 LZTFL1 M6PR MADD MAGI2 MAN2A1 MAN2A2 MAN2C1 MANF MAP1A MAPK6 MAPK6-DT MARCHF3 MARK2 MARVELD3 MAU2 MBD4 MBD5 MBL2 MBOAT7 MCCC1 MCCC2 MCEE MCF2L MCM9 MCRS1 MDFIC MECOM MED18 MED26 MEI1 MEIS3 MEST METAP1D METTL17 METTL18 MFSD11 MGAT1 MGME1 MGMT MICOS10 MICOS10-NBL1 MIDEAS MIDN MIR140 MIR3167 MIR337 MIR3646 MIR3973 MIR4482 MIR4512 MIR4662A MIR4757 MIR5197 MIR5695 MIR6089 MIR616 MIR665 MIR942 MIS18BP1 MLEC MLH1 MLST8 MNS1 MOK MORN2 MPHOSPH10 MPI MPND MPV17L2 MPZL2 MRE11 MRNIP MRNIP-DT MROH2A MRPL13 MRPL17 MRPL18 MRPL39 MRPL4 MRPL44 MRPL55 MRPS27 MRPS28 MRRF MRTFA MRTFB MSH6 MSL2 MSL3 MST1P2 MT1G MT1P3 MTA2 MTBP MTCO3P12 MTF1 MTHFD2P6 MTHFR MTND3P6 MTND4LP3 MTX3 MUC22 MXD1 MXI1 MYLK-AS1 MYO5C N4BP2L2 NAA60 NADK NAGK NBEAL1 NCAPH NCBP2 NCBP2AS2 NCKAP5L NDC80 NDST2 NDUFA2 NDUFA6-DT NDUFA7 NDUFS8 NEU3 NFATC2IP NFE2L2 NFRKB NFX1 NGLY1 NGRN NHP2 NIF3L1 NIM1K NIP7 NIT1 NKAPD1 NLGN1 NMI NMNAT3 NMT1 NMT2 NOLC1 NOP16 NOSIP NPAS1 NPL NPM1 NQO2 NR2C2 NR2F1 NR3C1 NR4A2 NRDE2 NRN1L NRXN2 NSDHL NSUN6 NUDC NUDCD3 NUDT5 NUP50 NUP50-DT NUP62 NUP85 NXT2 OAS1 OAZ2 ODAD3 ODR4 OGA OR52W1 ORAI3 OS9 OSBPL11 OSBPL8 OSER1 OSER1-DT OSGIN1 OTP OTUD7A OVCA2 OXLD1 OXSM P3H1 P3H3 PA2G4 PABIR1 PABPC1 PAICS PAM16 PAPOLG PARD3B PARL PAX2 PAXBP1 PCBP2 PCBP3 PCCB PCNA PDCD10 PDCD2 PDCD6 PDCD6-DT PDCD6IP PDCL3 PDE7B-AS1 PDIA4 PDK1 PEAK1 PER1 PEX19 PEX3 PFDN2 PFKL PFN2 PGAP4 PGM2 PGRMC2 PGS1 PHF23 PHOSPHO1 PHTF2 PHYHD1 PHYKPL PIERCE2 PIH1D1 PIH1D2 PIK3AP1 PIK3R1 PIP4K2B PISD PITX2 PJA2 PKD1 PKN1 PKP4 PLA2G6 PLAAT2 PLEK2 PLEKHA6 PLEKHA7 PLEKHF1 PLEKHG6 PMEL PMPCB PNISR PNLIPRP1 PNRC2 PODNL1 POLD2 POLK POLR2K POLR3C POMK POP1 POR POU6F1 PPAT PPIL3 PPP1R15B PPP1R16A PPP1R9A PPP2CA PPP2CA-DT PPP2R3B PPP3CA PPP4R1L PPP4R3A PPP6R2 PRDM10 PRDM10-DT PRKCSH PROSER3 PRPF40B PRR11 PRR3 PRSS35 PSEN1 PSMB8 PSMB9 PSMC3 PSMD3 PSMD9 PTMS PTPN18 PTPN2 PTPN4 PTPN5 PTPRN PTPRU PUM2 PURB PWWP3A PXN-AS1 PYM1 QARS1 QPCTL RAB30 RAB30-DT RAB3A RAB5B RABEP2 RABL6 RAD1 RAD23A RAF1 RAG1 RAI14 RANBP3 RANBP3-DT RAPGEF3 RASSF6 RBCK1 RBM14 RBM18 RBM3 RBM39 RBM48 RBPJ REL-DT RETREG1 RFX2 RFXAP RGL4 RGS2 RGS3 RHBDD3 RHBDF2 RHOC RHOQ RIDA RILPL2 RITA1 RN7SL149P RN7SL2 RN7SL217P RN7SL399P RN7SL62P RNA5SP535 RNASEH2B RNASEH2B-AS1 RNF115 RNF14 RNF141 RNF20 RNF32 RNF32-DT RNF34 RNF40 RNU1-23P RNU2-19P RNU4-1 RNU5D-1 RNU6-1122P RNU6-312P RNU6ATAC27P RO60 RPAP1 RPL21P55 RPL27A RPL32 RPL36 RPL37 RPL37A RPL37A-DT RPLP0 RPN1 RPRD1A RPRD2 RPS15 RPS16 RPS21-DT RPS24 RPS28 RPS6 RPS9 RPSAP31 RPUSD4 RRP36 RSBN1 RSPH3 RTF2 RTKN RTTN S100A13 S100A16 SACM1L SALL4P5 SALRNA1 SAMD4B SCAF11 SCAMP3 SCAPER SCARF2 SCAT1 SCN5A SCRN1 SDHA SEC22A SEC23A SEC23A-AS1 SECISBP2 SELENOI SENP3 SEPSECS SEPSECS-AS1 SEPTIN9 SERPINI1 SERTAD2 SERTAD3 SESN3 SETD7 SFXN5 SGCA SH2D6 SH3BGRL2 SH3TC2 SH3TC2-DT SHPK SIN3A SIPA1L3 SKIC3 SLC18B1 SLC22A23 SLC25A10 SLC25A3 SLC25A35 SLC25A42 SLC25A46 SLC26A6 SLC30A5 SLC30A6 SLC30A6-DT SLC33A1 SLC35C2 SLC36A1 SLC38A1 SLC3A2 SLC43A1 SLC43A2 SLC50A1 SLC52A2 SLC52A3 SLC5A4-AS1 SLC8B1 SMARCC1 SMARCD3 SMC2 SMG7 SMG9 SMIM15-AS1 SNAP23 SNAPC3 SNAPC5 SNHG1 SNHG30 SNORD25 SNORD26 SNORD27 SNRNP200 SNRNP70 SNRPA SNRPA1 SNRPB SNRPD2 SNRPE SNX1 SNX5 SOCS2 SOS2 SOX2-OT SOX6 SP4 SP8 SPACA9 SPAG4 SPATA2 SPATA4 SPCS2 SPG21 SPNS2 SPTAN1 SPTB SREK1 SRP72 SRP9 SRPRA SRSF2 SSBP1 ST13 ST7-OT4 STAP2 STARD10 STARD7 STARD9 STT3B STX3 SUCLG2P2 SUCO SUGP1 SUMF2 SUN1 SUPT5H SYCE2 SYDE2 SYN2 SYNGAP1 TACC2 TAF15 TAF1B TAPBP TASOR2 TATDN2P3 TBC1D19 TBC1D9B TBCK TCF20 TCP1 TCTN1 TDRD3 TECR TEFM TERF2 TEX30 TGFBR3L THA1P THAP11 THAP12 THBS4 THOP1 THRAP3 TIAM1 TICRR TIGD4 TIGD6 TLE4 TLN1 TM4SF5 TMA7 TMCC3 TMED3 TMEM125 TMEM132A TMEM232 TMEM30A TMEM30A-DT TMEM60 TMEM62 TMEM69 TMEM97 TMTC3 TMUB1 TMX3 TNFRSF1A TNK1 TNKS1BP1 TOB1 TOB1-AS1 TOMM34 TOMM40 TP53BP1 TP53I3 TP53RK TP53RK-DT TPD52L1 TPGS2 TPM1 TPR TPX2 TRABD-AS1 TRAF4 TRAF6 TRAPPC13 TRAPPC3 TRBV20-1 TREX1 TRIAP1 TRIM11 TRIM23 TRIM31 TRIM32 TRIM36 TRIM52 TRIM52-AS1 TRIM71 TRIP10 TRIP11 TRPC4AP TRUB2 TSC22D1-AS1 TSEN34 TSGA10 TSLP TSN TSPAN18-AS1 TSPAN31 TTC13 TTC30A TTC32 TTC4 TTC41P TTF2 TTLL3 TTLL5 TUBA1B TUBA1B-AS1 TUBGCP6 TXLNA TXLNG TXN2 TXNDC12 TXNL1 TXNL4B U2AF2 UBE2CP2 UBE2D3 UBR4 UBXN2B UBXN4 UBXN8 UFC1 UFSP2 UNC13B UPP2 UQCRFS1 UQCRFS1-DT UQCRQ UROD USE1 USP32 USP34 USP34-DT USP35 USP45 USP8 VEPH1 VIPAS39 VPS39-DT VRK2 VSNL1 VSTM2A VTI1B VWA8-AS1 WBP11 WDR11 WDR12 WDR13 WDR47 WDR53 WDR87 WEE2-AS1 WNT7B XPNPEP3 XRCC5 XRRA1 YWHAQ ZBED5 ZBED5-AS1 ZBTB16 ZBTB40 ZBTB45 ZC3H8 ZC3HC1 ZCCHC9 ZDHHC13 ZDHHC5 ZDHHC7 ZFTRAF1 ZFYVE27 ZHX2 ZIC4 ZMPSTE24 ZMPSTE24-DT ZMYND10 ZNF131 ZNF200 ZNF213-AS1 ZNF217 ZNF322 ZNF324 ZNF358 ZNF410 ZNF425 ZNF460 ZNF503 ZNF503-AS2 ZNF672 ZNF689 ZNF70 ZNF775 ZNF786 ZNF836 ZNHIT6 ZNRD2 ZNRD2-DT ZW10 ZZZ3 ID2_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ID2_TARGET_GENES AARSD1 ABCC8 ABHD10 ACOT8 ACP2 ACSS2 ACTMAP ADAP1 ADCY6 ADGRF3 AFTPH AFTPH-DT AGAP3 AGO3 AIMP1 AK6 AKAP13 AKT1 AKT1S1 AKTIP ALDH2 ALKBH2 AMACR ANAPC15 ANAPC16 ANKRD33BP1 ANKRD54 ANTXR2 ANXA2R ANXA2R-AS1 APAF1 APBB3 APH1A APP APTR ARFIP1 ARHGAP39 ARHGEF10 ARID4B ARIH1 ARL4A ARL6IP1 ARL6IP6 ARMC10 ARMC2 ARRDC4 ARSJ ASCC1 ASCC3 ASL ASNS ATF2 ATF4 ATG16L2 ATG3 ATG5 ATN1 ATP1A3 ATP2B4 ATP6V0E2 ATP6V0E2-AS1 ATXN2L AVPI1 AXIN1 B3GALT6 B3GAT3 B9D2 BAG6 BCKDHB BCL2L2 BCL2L2-PABPN1 BDP1 BET1 BLOC1S3 BLTP1 BMAL2 BMP6 BORCS8 BRD2 BRIX1 BTAF1 BTBD8 BTF3L4 C10orf120 C10orf88 C11orf80 C15orf61 C16orf87 C16orf95-DT C19orf47 C1orf109 C1orf43 C1orf50 C2 C2CD5 C2orf42 C3 C4orf33 C4orf47 CA5B CA5BP1 CACNA2D1 CAMK2G-AS1 CAMTA2 CANX CAP1 CASP6 CAV2 CC2D1B CCDC103 CCDC125 CCDC137 CCDC146 CCDC168 CCDC183 CCDC28A CCDC28A-AS1 CCDC82 CCDC9 CCDC91 CCHCR1 CCN1 CCND3 CCNT2 CCNT2-AS1 CCT3 CCT4 CD44 CDC123 CDC14A CDC42SE1 CDCA2 CDCA7L CDCA8 CDK4 CDNF CELSR3 CENATAC CENATAC-DT CENPA CENPJ CENPM CEP164 CEP170B CEP89 CEP95 CERS5 CES2 CFAP119 CFAP61 CHCHD2P6 CHCHD3 CHD1 CHD2 CHEK1 CIAO2B CIC CIDEA CIPC CISD3 CKMT2-AS1 CLCN3 CLDN16 CLDN6 CLIC3 CLIC4 CLN5 CLSTN1 CMSS1 CMTR2 CNBD2 CNIH3 CNNM3 CNOT3 CNOT4 CNOT8 CNPPD1 CNST CNTD1 COA1 COA5 COG5 COG8 COMMD1 COPB2 COPB2-DT COQ10B COQ5 CREBRF CREBZF CREM CRIPT CRKL CRNKL1 CRYM CRYZL1 CSNK1G1 CTDP1 CTDSPL2 CTDSPL2-DT CTPS1 CUEDC1 CUL5 CXXC1 CYB561D2 CYB5B CYFIP1 DARS1-AS1 DBNL DBP DCAF6 DCDC1 DCP1B DCUN1D4 DDOST DDX18 DDX5 DDX50 DDX54 DELE1 DENND2D DENND5B-AS1 DENND6A DENND6A-DT DEPDC1B DEPDC4 DHX8 DIABLO DLGAP1-AS2 DMC1 DNAI1 DNAJC2 DNAJC21 DNAJC24 DNAJC28 DNAJC9-AS1 DOCK8-AS2 DPYD DRG1 DTNB DTWD1 DTX4 DTYMK DUS4L DXO DYNC1I2 DYNC2I1 DYNLL1 E4F1 EAF2 EEF1A1 EEF1A1P18 EFNA4 EFNA4-EFNA3 EFTUD2 EGLN1 EHBP1 EHD1 EIF2A EIF2B1 EIF2D EIF3L EIF4A1 EIF4A2 EIF4H ELOF1 ELP2 EMC1 EMC4 EMC6 EME1 EML6 ENSAP1 ENSG00000256442 ENSG00000261335 ENSG00000268650 ENSG00000272008 ENY2 EPHB4 EPM2A-DT EPN1 EPOR ERCC4 ERCC6 ERGIC1 ERV3-1 ESPL1 ESYT1 ESYT2 ETF1 EVI5 EWSAT1 EXD2 EXOC7 EXOC8 EXOSC3 FAAP24 FAF2 FAIM FAM151B FAM151B-DT FAM172A FAM185BP FAM187A FAM210A FAM219A FAM220A FAM222B FAM227B FAM228B FAM98C FAXDC2 FBRS FBRSL1 FBXL13 FBXO2 FBXO30 FBXO41 FBXW4 FEM1A FEZ2 FGD4 FGFR1OP2 FIGNL1 FITM2 FLAD1 FLII FLT4 FLVCR2 FOXA3 FRMD5 FZD1 G3BP1 GADD45A GAK GALNT16-AS1 GARS1 GATAD2A GCDH GCHFR GDAP1 GDF9 GEMIN2 GET1 GGA3 GGPS1 GHR GMIP GNAI2 GNRH2 GORASP2 GPATCH2L GPATCH8 GPN2 GPRC5C GRIN2A GSAP GTF2H3 GTPBP8 H2AX HAL HAP1 HAPSTR1 HAUS3 HAX1 HDLBP HECTD4 HELQ HENMT1 HEXA HEXA-AS1 HEXIM1 HEXIM2 HEXIM2-AS1 HGS HILPDA HINFP HLCS HMGB1 HMGB3P22 HNRNPA0 HNRNPA3P7 HNRNPH3 HNRNPK HNRNPUL1 HOMER1 HOXA-AS2 HOXC-AS1 HPSE HRCT1 HSD17B2 HSD17B4 HSD17B6 HSDL2 HSP90AA1 HSPA14 HSPB6 HYCC2 IARS2 IDH1 IDH1-AS1 IDH3B-DT IFT172 IFTAP IGF2BP3 IGHD2-8 IK IKBIP IMPDH2 ING5 INKA1 INKA2 INKA2-AS1 INTS13 INTS2 IPO7 IQCB1 IQCH-AS1 ITGB4 ITGB8 ITSN1 JADE1 JAK2 JRKL KANK1 KANSL1 KANSL3 KCTD9 KHDC4 KIF11 KIFBP KLC2 KNL1 KPNA2 KRTCAP3 LARP1 LARS1 LBHD1 LCE3A LEKR1 LENG9 LETM1 LETM2 LINC-PINT LINC00471 LINC00524 LINC00941 LINC01168 LINC01664 LINC01810 LINC02122 LINC02361 LINC02585 LINC02651 LINC02901 LINC02960 LIPG LLGL2 LMO7 LOC101929130 LOC101929566 LOXL2 LPXN LRP6 LRRC23 LRRC26 LTO1 LZTR1 MACROD2 MAGI2 MAGI2-AS3 MALINC1 MALSU1 MAML3 MAP1A MAP2K3 MAP3K10 MAPK8IP2 MAPKAPK5 MAPKAPK5-AS1 MARCHF3 MARCHF6 MARCHF6-DT MAST1 MCM3AP MCMBP MDFI MDGA1 MDM2 MDP1 MEAF6 MECOM MED18 MEST MET METTL16 METTL17 METTL6 MFSD3 MGAT1 MGME1 MIA2 MIA2-AS1 MICU2 MIGA2 MIOS-DT MIR1275 MIR3125 MIR3613 MIR3621 MIR4276 MIR4512 MIR4635 MIR495 MIR615 MIR6814 MIR6828 MIR933 MISFA MKNK1 MNS1 MOB2 MOB4 MPC2 MPHOSPH8 MPV17 MRM1 MRPL27 MRPL32 MRPL33 MRPL45 MRPL57 MRPS12 MRPS16 MRPS18C MRPS21P8 MRPS27 MRPS7 MRPS9 MRTO4 MST1 MTA2 MTERF1 MTG1 MTMR12 MTPAP MTX1 MVB12A MVK MYC MYCN MYG1 MYOM2 MYPOP MZF1-AS1 NAA15 NAA30 NADK2 NAGK NANOS3 NAPA NARF NARF-AS2 NAT10 NBEAL1 NBPF1 NDFIP2 NDRG1 NDST2 NDUFA2 NDUFAF6 NDUFB10 NDUFB3 NDUFC1 NEBL NEBL-AS1 NEK10 NEURL4 NFRKB NFYB NHLRC3 NIF3L1 NINL NIP7 NOL10 NOL3 NOSIP NOX5 NPM2 NPRL2 NR1H3 NR2F6 NRAV NRBF2 NRXN3 NSMCE2 NSMCE3 NUB1 NUDCD1 NUDCD3 NUDT5 NUP214 NUP50 NUP50-DT NUP88 NXF1 OAS3 OASL OPTN ORC5 OTULIN OTULIN-DT OXLD1 OXSR1 OXTR P3H1 PABPN1 PACSIN3 PARK7 PARP10 PARP3 PAWRP1 PCDH1 PCGF1 PCSK5 PCYT1A PDCD6 PDCD6IP PECR PELO-AS1 PFKL PGAM5 PGBD2 PGD PHF12 PHF14 PHF3 PIDD1 PIGF PIK3IP1 PIK3IP1-DT PIK3R2 PIM1 PIMREG PIP4K2A PIPOX PISD PKN2 PKNOX1 PLBD1-AS1 PLCD1 PLD3 PLD6 PLEC PLEKHA6 PLK2 PMAIP1 PMM2 PMPCB PNISR POC5 POLG2 POLH POLI POLN POLR1HASP POLR2A POLR3A POMGNT1 PON3 POP5 POU2F1 PPA1 PPAN PPAN-P2RY11 PPAT PPIEL PPIL3 PPM1K PPM1K-DT PPOX PPP1R12A PPP1R16B PPP1R37 PPP2R2D PPP2R3C PPP2R5B PPP4R3B PPP4R3B-DT PRDM1 PRH1 PRIM1 PRMT2 PRMT5 PRMT5-DT PRMT7 PRORP PROSER1 PROSER3 PRPF31 PRPF40A PRR12 PRR14L PRR4 PSMA2 PSMA3 PSMA4 PSMA5 PSMB9 PSMC2 PSME2 PSTK PTBP3 PTK2B PTPN6 PUF60 PYGB RAB14 RAB35 RAB3A RAB3IL1 RAB40C RAD1 RAD17 RAD18 RAG1 RANBP3 RANBP3-DT RANGAP1 RAPGEF3 RAPGEF6 RASA1 RASL11B RBM33-DT RBM34 RCBTB2 RCE1 RECQL5 RETREG2 RETREG3 REX1BD REXO2 RFX2 RGL2 RGMB RGMB-AS1 RHEBL1 RHOA RHOC RHPN2 RLF RN7SL832P RNASEH1 RNASEH1-DT RNASEH2C RNF111 RNF11P1 RNF123 RNF19A RNF31 RNF40 RNGTT RNMT RNU4-2 RNU6-103P RNU6-1236P RNU6-327P RNU6-92P RNVU1-22 RNVU1-4 ROMO1 ROPN1L ROPN1L-AS1 RPA2 RPAIN RPL13P5 RPL24 RPL26 RPL30P11 RPL5 RPLP2 RPS12 RPS13 RPS3 RPS6KB1 RPS7P6 RPSA RRP15 RRP9 RRS1 RRS1-DT RSBN1L RSRP1 RTCA RTCA-AS1 RTF2 RTKN2 RTN4 RUSC1 RUSC1-AS1 RUSC2 S100P SAE1 SAP30 SAP30-DT SAP30BP SAP30L SAP30L-AS1 SAR1B SARS2 SCAND1 SCIRT SCLT1 SCYL2 SDHAF4 SDHD SDR39U1 SEC1P SEC23IP SEC24A SEC31A SEH1L SEL1L2 SELENOI SELENOK SEM1 SEMA4B SEMA6A SEPTIN2 SEPTIN7 SEPTIN7-DT SERF2 SERP1 SERPINB5 SF3B6 SFR1 SH2B1 SH3PXD2A-AS1 SHFL SHLD3 SIN3A SIX5 SKA3 SKIDA1 SLC12A7 SLC12A9 SLC16A13 SLC25A36 SLC25A46 SLC25A51 SLC25A53 SLC27A1 SLC35A4 SLC35A5 SLC35D1 SLC35E3 SLC35F6 SLC39A13 SLC39A6 SLC3A2 SLC44A2 SLC4A8 SLC7A6OS SMARCA2 SMCR8 SMTN SNAPC5 SNHG1 SNHG14 SNHG30 SNHG5 SNHG6 SNORA14B SNORA48 SNORD101 SNORD115-11 SNORD115-35 SNORD118 SNORD15A SNORD22 SNORD25 SNORD26 SNORD30 SNRPA SNRPE SNX10 SNX10-AS1 SNX15 SNX5 SP4 SPAG1 SPAG16 SPAG16-DT SPC24 SPCS2 SPESP1 SPICE1 SPRTN SPRY1 SPRYD7 SPTY2D1 SQSTM1 SRGAP1 SRGAP3 SRRM2 SRRM2-AS1 SRSF10 SSBP1 SSBP2 SSPOP ST6GALNAC2 STAM2 STAMBP STARD7 STEAP2-AS1 STK19 STOML2 STXBP4 STXBP5-AS1 SUCO SUMF2 SUN1 SUPT16H SUPT3H SYMPK SYN2 SYNGR4 TAAR2 TAF10 TAF13 TAF9 TANK TANK-AS1 TAS2R14 TAX1BP3 TBC1D17 TBCK TBK1 TCAIM TCEA2 TCF19 TCIRG1 TCTA TEFM TENT5C-DT TFB2M TFPT TGDS THBS3 THORLNC THRIL TIA1 TIGD4 TIMELESS TIMM50 TIMM8B TMCC3 TMCO6 TMED7 TMED7-TICAM2 TMEM11 TMEM11-DT TMEM116 TMEM121B TMEM143 TMEM14C TMEM161B TMEM161B-DT TMEM169 TMEM186 TMEM202-AS1 TMEM232 TMEM250 TMEM256-PLSCR3 TMEM54 TMOD3 TNR TNRC6C TOB1 TOB1-AS1 TOMM20 TOP3A TOR1AIP1 TOX2 TP53 TP53BP1 TP53I3 TPM1 TPT1-AS1 TRAPPC13 TRAPPC6A TRAPPC9 TRAV8-7 TRIM23 TRIM25 TRIM37 TRIM59 TRNAU1AP TRPT1 TSACC TSPAN31 TTC12 TTC12-DT TTC14 TTC14-DT TTC19 TTLL4 TTYH1 TUBA1B TUBA1B-AS1 TUBA4A TUBD1 TUBG1 TUFM TUFT1 TULP3 TXNDC12 TXNDC15 U2AF2 UBAP2L UBE2L6 UBE2M UBE2Q1 UBE2T UBE2W UBE3C UCK1 UCKL1 UEVLD UFSP2 UIMC1 UNC50 UNG UPP1 UQCC6 UQCRC1 UQCRQ USP11 USP36 USP45 USP9X USPL1 UVSSA VARS2 VPS13A VPS13C-DT VPS33A VPS8 VRK2 VTRNA1-2 VTRNA2-1 WASHC5 WDFY2 WDR12 WDR20 WDR48 WDR90 WDTC1 WDTC1-DT WEE2-AS1 WNT10A WRAP53 WRAP73 WTAP XPOT XRCC5 XRRA1 YAP1 YBEY YJU2B YWHAQ ZBED5 ZBED5-AS1 ZBTB17 ZBTB26 ZBTB3 ZBTB4 ZC3H10 ZC3H14 ZC3HAV1 ZFAND2A ZFAND2A-DT ZFP41 ZNF117 ZNF232 ZNF25-DT ZNF292 ZNF346 ZNF397 ZNF414 ZNF425 ZNF444 ZNF446 ZNF528-AS1 ZNF584 ZNF584-DT ZNF616 ZNF627 ZNF639 ZNF786 ZNF815P ZNF843 ZNHIT2 ZSWIM3 ZSWIM7 IGF1R_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IGF1R_TARGET_GENES IGF1R MT-RNR1 MT-TF RPL34P10 SENP2 IGLV5_37_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IGLV5_37_TARGET_GENES ABCC12 ABHD12 ABTB3 ACAP3 ACTG1 ADAM7-AS1 ADAMTS1 ADAMTS6 ADAMTSL2 ADAP2 ADAT2 ADCY5 ADSS1 AFAP1 AFDN AFDN-DT AGAP3 AGFG1 AGRN AHCY AHNAK ALDH1A2 ALDOA ALG10 ALKBH2 AMPD3 ANKAR ANKRD40 ANXA11 AP4E1 AP5B1 APBA2 AQP5 AQP5-AS1 AQP7 ARHGAP20 ARHGEF1 ARHGEF16 ARHGEF17-AS1 ARL14EPL ARL8B ASB2 ASIC4 ATF3 ATP11C ATP2B2 ATP2B3 ATP6V0D2 ATP8B3 ATXN1-AS1 ATXN2L BAHCC1 BAIAP3 BAZ2A BCL2 BCOR BCORL1 BCR BEGAIN BMP1 BMX BNC1 BNIP1 BPIFB4 BRINP2 C1QL4 C1RL C1orf43 C21orf62-AS1 CABP1 CACNA1D CALM1 CAMK2B CASKIN2 CASP7 CCAR2 CCDC140 CCDC152 CCDC159 CCDC187 CCDC59 CCDC88B CCDC88C CCDC88C-DT CCND2 CD24 CDC42EP3 CDCA2 CDCA7 CDK12 CDK5RAP3 CELSR1 CERCAM CFAP74 CFDP1 CHCHD4 CHEK2 CHRD CHRM1 CIDECP1 CILK1 CITED1 CLASP1 CLEC11A CLEC16A CLEC2D CLIP1 CNGA1 CNNM2 CNTFR CNTNAP2 COG2 COL13A1 COL16A1 COL21A1 COL23A1 COL7A1 COL9A2 COL9A3 COLEC10 COQ10BP2 CPA4 CPHL1P CPLX1 CRACR2B CRLF1 CRPPA-AS1 CTBP2 CTNNA1 CTSB CUEDC1 CXCL12 CYB561 CYP1D1P CYP26A1 CYP26B1 DAB2IP DACT3 DDX47 DENR DGKG DKFZP434A062 DLG3 DLX6-AS1 DMAP1 DMTN DNAJC11 DRAIC DTX1 DUSP5 DUSP5-DT E2F6 EEF1A1P25 EFHD1 EGFR EHD1 ELAVL2 ELAVL3 ELMOD1 ELN EML1 ENAM ENC1 ENSG00000216621 ENSG00000235978 ENSG00000260316 ENTPD8 ENTREP1 ENTREP2 EPHA10 EPHB6 EPPK1 ERG ETS1 ETV4 EXD3 EXOC3L4 F2RL1 FA2H FAAHP1 FAM120B FAM131C FAM183DP FAM204DP FAM83F FANK1 FANK1-AS1 FAT3 FBXL8 FBXO27 FCSK FENDRR FGF1 FGF9 FGFR1 FGFR3 FHL1 FHL1P1 FIGNL2-DT FLNC FLT3 FLT3LG FOXA1 FOXB2 FOXE1 FOXP2 FRA10AC1 FRMD1 FRMD3-AS1 FRMD4B FSCN1 FZD1 GAPDHP70 GAS7 GATA2 GBA1 GDNF-AS1 GFAP GFI1B GFM2 GJA3 GLI2 GNB2 GNG4 GPNMB GPSM1 GRB10 GREM1 GRHL3 GRHL3-AS1 GRIN1 GRIN2A GRK5 GSE1 GSN GSN-AS1 GSTCD HAGLR HDAC10 HECW2 HECW2-AS1 HEMK1 HES5 HES6 HGFAC HHIP HIVEP2 HIVEP3 HMG20A HMX1 HMX3 HNMT HNRNPA1P65 HOTAIRM1 HOXA-AS2 HOXA1 HOXA7 HOXB5 HOXC6 HOXC9 HPCAL4 HPN HRCT1 HTR5A ID2 IGF2 IKBKG IL11 IL6 ILDR2 INHBA INHBE INTS12 IQCN IRF4 IRS1 JAG1 KANSL3 KCNH1 KCNH1-IT1 KCNH2 KCNN3 KCNT1 KDM3B KEAP1 KIAA1210 KIF12 KLHL4 KLKP1 KRR1 KRT5 KRTAP2-3 LARGE2 LASTR LAT2 LFNG LGI2 LHFPL5 LHX4 LHX6 LIG1 LIMCH1 LINC00205 LINC00315 LINC00390 LINC00607 LINC01119 LINC01122 LINC01213 LINC01283 LINC01363 LINC01389 LINC01438 LINC01460 LINC01568 LINC01579 LINC01615 LINC01686 LINC01701 LINC01775 LINC01776 LINC01778 LINC02599 LINC02609 LINC02611 LINC02614 LINC02762 LINC02798 LINC02846 LINC03044 LINC03053 LMNA LMO1 LNCTSI LOC124901508 LOC124904802 LPIN1 LRATD1 LRIG3 LRRC15 LRRC20 LSP1 LTBP4 MAILR MAML3 MAP2 MBOAT7 MCF2L MCF2L-AS1 MDM4 MEF2C METTL25 MFAP2 MID1IP1 MID1IP1-AS1 MIR100HG MIR124-3 MIR1249 MIR155HG MIR193BHG MIR2681 MIR3681HG MIR4425 MIR4655 MIR4692 MIR663AHG MIR6782 MIR8078 MIR9-3HG MMP15 MN1 MOGAT3 MOV10L1 MRPL1 MRPL13 MRPL3 MRPL39 MTBP MTF2 MX2 MYC MYEOV MYO18B MYO1A MYO5B MYOF MYOM3 NDST1 NDUFS2 NDUFS7 NEDD4 NEFM NET1 NEUROG2-AS1 NF1 NFATC1 NFKBIA NGEF NGF NIBAN1 NIBAN2 NIM1K NIPAL1 NKX1-1 NNMT NOS3 NOTUM NOXA1 NPIPB8 NPTX1 NR2F2-AS1 NRARP NREP NRXN2 NSA2 NSG1 NSG2 NSL1 NT5DC3 NTRK3 NUAK1 NUDT9 NUMA1 OR51F2 OSGIN1 OSMR OSMR-DT P4HTM PADI1 PADI4 PAFAH2 PAK3 PALD1 PAUPAR PAX6 PAXBP1 PBX1 PBX3-DT PDCD1 PDE5A PDHX PDK4-AS1 PDLIM2 PDZK1 PEX3 PHOSPHO1 PIWIL2 PKD1L2 PLAAT5 PLEC PLEKHG4B PLOD2 PLXNB2 PLXNC1 PNRC1 POLD4 POLR2B POT1-AS1 POU2F3 PPCDC PPP2CB PPP2R3B PRCD PRECSIT PRICKLE2 PRKAB2 PRKCE PRKCSH PROKR1 PRPH PSMD3 PTCH1 PTPN11P3 PTPN14 PTPRH PTPRM PWWP2B RAB11FIP5 RAB13 RAB7B RAET1K RAP1GAP RARA RARS1 RCAN1 RCOR2 RFFL RHOBTB3 RHOD RHOT1 RIPOR3 RN7SKP11 RN7SKP192 RNF166 RNU4-60P RNU6-1039P RNU6-1177P RNU6-1291P RNU6-821P RNVU1-30 ROCK1P1 ROR2 RPL5P11 RPL6P25 RPS7 RRAGD RRP15 RTN4R RUNDC3A RUNDC3A-AS1 RUNX1 RYR3 S100A14 S100A2 SALL4 SAMD1 SBSPON SDCBP2 SEC13 SEC1P SEC62 SEMA6A SEPTIN4-AS1 SERPINB9P1 SETD6 SF3A3 SGK3 SH2D5 SH3TC1 SHANK2 SHH SIAE SKAP1-AS2 SKOR1 SLC12A8 SLC12A9 SLC22A5 SLC25A51 SLC26A4 SLC2A4RG SLC45A4 SLIT2 SMAD7 SMAGP SMARCD3 SMG6 SMIM36 SNORA108 SPA17 SPRED2 SPRED3 SPTB SRCIN1 SRPK3 SRRM3 SSBP1 SSBP4 SSC5D ST8SIA1 STAB1 STARD10 STAT1 STAU2 STXBP1 STXBP6 SUCLG1 SUPV3L1 SYCE3 SYNE2 TAFA5 TATDN3 TBC1D1 TBC1D19 TBCAP1 TBL1X TBL3 TBPL1 TBR1 TCF7 TCP11 TEFM TENT4A TEX48 TFDP2 TFPI2 TFPI2-DT TGFBI THADA THPO THRB THRB-AS1 TIMP1 TLCD3B TLX2 TMEM240 TMEM248 TMTC2 TNNI2 TNNT1 TNS3 TP73 TPD52 TRAF4 TRAJ52 TRAJ7 TRAPPC3 TRBV30 TRIB2 TRIM47 TRNP1 TSBP1-AS1 TTC6 TXNRD2 TYK2 UBASH3B UBE2E2 UBE2E2-DT UBL4A USHBP1 USP3 VAX2 VENTX VGF VPS36 VWA7 WDR38 WDR62 WEE2-AS1 WNT10B WNT3A WNT5A WSB2 YAP1 ZBTB10 ZBTB16 ZBTB17 ZC3H12A ZCCHC4 ZMIZ1 ZNF175 ZNF3 ZNF337 ZNF395 ZNF503-AS1 ZNF521 ZNF609 ZNF775 ZNF827 ILK_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ILK_TARGET_GENES ATF7IP2 C12orf76 CARD8-AS1 ENSG00000206898 IKBKB-DT KCNAB1 LINC01719 LINC01732 LINC02252 LINC02842 LSM10 MIR4766 NDUFAB1 OPLAH PPP4R1L RNU2-2P SAMD9L SEC14L1 SEC24C SNHG20 STRIP1 TRMT12 TULP2 WDR74 ZFYVE1 ZSCAN31 INSM2_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/INSM2_TARGET_GENES AAGAB AARSD1 ABCB9 ABR ACAT2 ACOT7 ACOT9 ACTBL2 ACVR1B ADAP2 ADAR ADGRL2 ADPGK ADRM1 AFMID AGTPBP1 AHI1 AHI1-DT AKIRIN2 ALDH1A2 ALDOA ALG1 ALKBH3 ALKBH3-AS1 ALOXE3 AMOTL2 AMPD3 ANAPC5 ANK1 ANKRD10 ANKRD13A ANKRD18B ANO8 AP2M1 AP3S2 AP4M1 APOLD1 APPBP2 APPBP2-DT APTX ARAF ARAP1 ARG2 ARHGAP1 ARHGAP21 ARHGAP24 ARHGAP28 ARHGEF1 ARHGEF10 ARHGEF2 ARID1A ARMH3 ARPP19 ARRB1 ARVCF ASCC1 ASH1L ASXL1 ATAD2 ATAD3A ATF4 ATG101 AURKAIP1 AVPI1 AXL B4GALT6 B4GAT1 B4GAT1-DT BACH1 BACH2 BASP1 BASP1-AS1 BAX BCAN-AS2 BCL7A BCO2 BHLHE40 BLOC1S1 BMF BMS1 BRMS1L BRPF1 BRWD1 BRWD1-AS2 C10orf88 C12orf4 C12orf76 C17orf58 C17orf75 C17orf97 C19orf38 C21orf58 C6orf226 C9orf43 CABIN1 CACUL1 CACYBP CALM2 CALM3 CAMK2N1 CAPS2 CAPZA2 CASC3 CASTOR3P CASZ1 CBX4 CCAR2 CCBE1 CCDC159 CCDC18-AS1 CCDC192 CCDC77 CCDC97 CCHCR1 CCN1 CCN2 CCNG2 CCT2 CDC42EP4 CDC42SE1 CDC7 CDCA2 CDIP1 CDK12 CDK5RAP1 CDKN2AIPNL CEBPG CENPC CENPK CENPP CENPU CEP95 CEROX1 CFAP276 CFAP61 CFAP74 CFDP1 CGA CHCHD7 CHEK1 CHEK2 CHP1 CIDECP1 CKB CLCN6 CLCN7 CLIP1 CLN3 CLPB CMTM3 CMTR1 COMMD4 COP1 COPS7A COTL1 COX16 CPEB2-DT CREB3L2-AS1 CREB5 CREM CSDE1 CSNK1D CSNK1G3 CT62 CTNNB1 CTSA CWC25 DAGLB DAZAP1 DBP DCAF8-DT DCDC2B DCP1A DCTPP1 DDX41 DDX5 DDX51 DHPS DHRS7B DISC1 DLEU1 DMAP1 DNAAF10 DNAJB12 DNAJC6 DNTTIP2 DOCK7 DOCK7-DT DOHH DPP9 DR1 DRAIC DRG2 DSTYK DTD1 DUS1L DUSP6 DVL2 DXO DYNC1LI1 DYNLT2 DYNLT2B DZIP1L ECH1 EEFSEC EFCAB7 EHHADH EIF2B3 EIF2D EIF3F EIF5 EIF6 ELAPOR1 ELAVL1 ELAVL2 ELF1 ELFN2 ELP3 EMC3 EMC3-AS1 EME1 EML2 ENAH ENC1 ENPP3 ENSG00000224865 ENSG00000232995 ENSG00000246465 ENSG00000247416 ENSG00000254718 ENSG00000261840 ENTPD6 EP300 EP400P1 EPB41L4A-AS1 EPHA2 EPHB1 ERBB3 ERMARD ETHE1 ETV5 EVI5L EXD1 EXOSC3 EZH2 FAF2 FAM216A FAM86FP FANCC FANCD2 FANK1 FANK1-AS1 FBXO27 FCHSD2 FEM1A FEM1B FHL1 FILIP1 FLJ46284 FLT3 FLVCR2 FNDC3B FNTB FOS FOXB1 FOXJ3 FOXN3-AS1 FRA10AC1 FRAS1 FRMD4B FZD1 GABPB2 GANC GARNL3 GARS1 GARS1-DT GATC GBA1 GBAP1 GBE1 GCAT GCHFR GFI1B GFM2 GIN1 GINS1 GIPC1 GLA GLI3 GLRX3 GNAL GNB2 GOLGA3 GPAM GPHN GPN3 GPR107 GPR85 GSTCD GTF2A1 GTF2A1-AS1 GTF2B GTF2H4 GTF2I GTF2IP12 GTF2IP20 GTF3C5 GTPBP3 GUSBP1 GUSBP11 GZF1 H3-3B H4C1 H4C2 H4C3 H4C4 H4C8 HBP1 HCG27 HDAC7 HEXA HEXA-AS1 HEXIM1 HIF1AN HIVEP3 HMBS HMG20A HMGA2 HMGB1 HMGB2 HNRNPA0 HNRNPA1 HNRNPH2 HOMER1 HOOK1 HOXA-AS2 HOXB-AS3 HOXB3 HOXB9 HOXC-AS3 HOXC10 HOXC5 HOXD11 HSPD1 HSPE1 HSPE1-MOB4 HTD2 ICMT ICMT-DT IDI1 IER3 IFTAP IGF1R ILF3 ILF3-DT ING4 INHA INO80B INO80B-WBP1 INTS12 IPO4 IQCH IRF9 IRS2 ISCA1 ISG20 ISLR2 ITFG2-AS1 ITGA7 ITGB3BP ITM2C ITPR1 JAGN1 JMJD1C JMJD4 JPX KAT14 KAT6A KAZN KBTBD4 KCNJ5 KCNQ2 KCTD21 KCTD5 KCTD9 KDM1A KDM3A KDM5A KDM7A KDM7A-DT KHDRBS1 KIAA0319 KIAA0319L KLC1 KLHDC10 KLHDC8A KLHDC9 KLHL22 KLHL32 KLKP1 KLRK1 KPNB1 KPNB1-DT KRBA1 KRT18 KRT19 KRT75 KRT8 KTN1 LACTB2-AS1 LAMP1 LATS2 LBX1-AS1 LCN15 LGALS8 LGALS8-AS1 LGI4 LIG1 LIMA1 LIN54 LINC00431 LINC00649 LINC00680 LINC00680-GUSBP4 LINC00886 LINC00938 LINC00957 LINC01003 LINC01010 LINC01132 LINC01145 LINC01275 LINC01411 LINC01547 LINC01556 LINC01592 LINC01635 LINC01664 LINC01775 LINC01778 LINC02093 LINC02172 LINC02599 LINC02609 LINC02709 LINC02831 LINC02960 LMF1 LMF2 LMNB1 LMNB1-DT LNC-LBCS LOC105371430 LRP6 LRRC8A LSG1 LTBP1 LURAP1L-AS1 LY6K LYPLA2 LYSET LZIC MAFF MAFK MAGOHB MALAT1 MAN1C1 MAN2A2 MAP2K5 MAP3K13 MAPK4 MARCHF8 MARCOL MAX MAZ MBTPS2 MCC MCM7 MCOLN1 MDH1 MDM2 MECOM MED23 MED26 MEF2A MEF2C MEGF10 MEGF6 METAP2 METTL15 METTL9 MICOS10 MICOS10-NBL1 MIOS-DT MIR1273C MIR1302-3 MIR194-1 MIR3659HG MIR3913-1 MIR4530 MIR4727 MIR4999 MIR5188 MIR548AW MIR5700 MIR615 MLLT3 MMAB MPHOSPH9 MRPL1 MRPL27 MRPL39 MRPL4 MRPL45 MRPL45P2 MRPS31 MRPS31P4 MRPS31P5 MSRB3 MTF2 MTFR2 MTFR2P2 MTHFR MTRFR MUC1 MVK MYH9 MYL12-AS1 MYL12A MYL12B MYL6 MYL6B-AS1 MYO3A MYO5C MYPN NAB2 NADK2 NAGLU NAGPA NAV2 NAV2-AS6 NBPF19 NCAM1 NCAPH2 NCDN NCOR2 NDUFB6 NDUFB7 NDUFC2 NDUFC2-KCTD14 NDUFS3 NDUFS7 NEAT1 NELFA NEMP1 NEURL2 NFE2L2 NFIB NICN1 NKAPD1 NME1 NME1-NME2 NME5 NMNAT1 NOC4L NOL8 NOP16 NPAS3 NR2C1 NR2F1 NR2F1-AS1 NR4A3 NRP1 NSA2 NUAK1 NUBP1 NUBPL NUBPL-DT NUCKS1 NUDCD3 NUDT18 NUF2 NUP155 NUP214 NUS1 NXN OBSL1 ODR4 OGT OSBP OSBPL8 OTULIN OTULIN-DT PACSIN2 PAFAH2 PAK1 PALMD PAPLN PARN PAWR PAWRP1 PBX2 PCLAF PCNT PCSK2 PDE12 PDE4A PDE8A PDS5A PDXK PEAK1 PEPD PET117 PFKFB3 PGK1 PGS1 PHF1 PHF12 PHF20 PHF3 PHIP PHRF1 PIAS1 PICALM PIGL PIH1D2 PIK3R3 PIM1 PIPOX PITPNM2 PITX1 PITX2 PKM PKNOX1 PLAG1 PLEKHG5 PLEKHG7 PLEKHM1 PNO1 POLE POLE3 POLE4 POLR2M POP4 POU3F1 PPCDC PPIP5K2 PPM1A PPP1R37 PPP2R3B PPP2R5C PPP3R1 PPP5D1P PRC1 PRICKLE2-AS3 PRKAG2 PRKCE PRKCI PRKG1 PRRC2A PRSS23 PSTK PTCH1 PTP4A2 PTPA PTPN13 PTPN14 PTPRM PURB PXMP2 PYGB R3HDM2 R3HDM2-DT RAB11B RAB11B-AS1 RAB2B RAB5IF RAD18 RAD21L1 RAD23A RAD51AP1 RAD9B RAI14 RANBP1 RAPGEF5 RARA RASA4CP RBBP7 RBFOX2 RBM17 RCAN1 RCAN2 RCC1 RCOR1 RDUR REPS1 RERE REV1 REXO4 RFC1 RFFL RFTN1 RGS20 RGS5 RHOBTB2 RHOBTB3 RHOQ RILPL1 RING1 RN7SL2 RN7SL446P RN7SL521P RNF150 RNF215 RNF220 RNU5D-1 RNU6-1039P RNU6-2 RNU6-821P RNU6-859P RNVU1-14 RNVU1-23 RNVU1-31 RO60 RPA2 RPL18 RPL27 RPL36AP8 RPP14 RPS18 RPS26 RPS3A RPS7 RRAS2 S100A2 S100PBP SALL2 SAMD4A SAR1B SBK1 SCAND3 SCAT2 SCRIB SCUBE1-AS1 SDR39U1 SEC13 SEC1P SEC22B SELENOH SEMA6A SEMA7A SEPTIN10 SEPTIN7P1 SEPTIN7P13 SEPTIN7P14 SEPTIN9 SETD1A SF3A3 SFR1 SGSM2 SH2D5 SH3BGRL3 SH3D21 SH3PXD2B SKIDA1 SKIL SLC11A2 SLC15A1 SLC16A6 SLC25A23 SLC25A53 SLC33A1 SLC35E2A SLC35E2B SLC39A3 SLC41A1 SLC44A1 SLC4A1AP SLMAP SLX9 SMAD1 SMAP2 SMARCA2 SMARCD2 SMC3 SMG1P3 SMG7 SMG7-AS1 SMIM2-AS1 SMIM26 SNAP23 SNAP47 SNHG11 SNHG17 SNHG3 SNORA13 SNTA1 SNX10-AS1 SOWAHC SOX8 SPAG4 SPAG9 SPEN SPHK2 SPNS1 SPOP SPRED2 SRCAP SREBF2 SRFBP1 SSBP2 STARD10 STAT3 STAT6 STAU2-AS1 STK19 STK40 STRN3 STX16 STX16-NPEPL1 STX18 STX18-AS1 STX3 STX4 SUDS3 SUPT7L SURF6 SYTL2 TADA1 TAF15 TARS2 TBC1D9 TBL1X TBL3 TBPL1 TCEANC TCF19 TCF3 TEAD1 TEAD4 TEFM TFAP4 TFRC TGFB3 THBS3-AS1 THG1L THSD4 TIMM22 TIPRL TK1 TLCD3B TLE3 TLE4 TLE6 TM4SF19-AS1 TM7SF3 TM9SF4 TMED1 TMEM121B TMEM141 TMEM167B TMEM167B-DT TMEM19 TMEM248 TMEM259 TMEM260 TMEM87A TMTC2 TNFRSF10B TNPO2 TNPO3 TOB2 TOM1 TOP3B TOR1A TOX4 TPI1P2 TPR TRAJ7 TRAM1 TRDMT1 TRIAP1 TRIB1 TRIP4 TRIP6 TRMT1 TRMT2A TSC1 TSC22D1 TSC22D4 TSFM TSHZ2 TSKU TSKU-AS1 TSR1 TTC21B TUT1 TXNRD2 TYSND1 UBA1 UBC UBE2I UBXN6 UCHL5 UNC5B-AS1 USP30 USP31 USP35 USP9X USPL1 VARS2 VIM VLDLR-AS1 VPS29 VPS51 VPS52 VTRNA1-2 VWA8 VXN WARS1 WDPCP WDR11 WDR11-DT WDR24 WDR25 WDR37 WDR41 WSB2 WTIP WWC2 WWTR1 XKR8 XPC-AS1 XPO6 YAP1 YARS1 YJU2 YTHDC1 YWHAZ ZBED6 ZBTB40 ZBTB45 ZC3H11A ZC3H6 ZCCHC24 ZCCHC4 ZFP30 ZFX-AS1 ZKSCAN3 ZMIZ1 ZMPSTE24 ZMPSTE24-DT ZNF106 ZNF140 ZNF165 ZNF169 ZNF205 ZNF213-AS1 ZNF217 ZNF260 ZNF271P ZNF398 ZNF408 ZNF425 ZNF433 ZNF433-AS1 ZNF461 ZNF470 ZNF470-DT ZNF555 ZNF593 ZNF609 ZNF641 ZNF674 ZNF674-AS1 ZNF790-AS1 ZNF839 ZSCAN30 ZSWIM9 IRF5_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IRF5_TARGET_GENES AARS1P1 ABHD18 ABI1 ABRAXAS2 ACAD11 ACADSB ACCS ACO2 ACTR10 ADGRG1 ADK ADNP AFF4-DT AGA AGBL3 AGPAT3 AHCTF1 AHSA1 AIMP1 AJUBA AK6 AKAP1 AKAP1-DT AKAP11 AKAP3 ALAS2 ALG2 ALKBH5 ALYREF AMD1 ANAPC11 ANAPC5 ANAPC7 ANKFY1 ANKRD13C ANP32E AOX1 AP2B1 AP3M1 APBB3 APCDD1L APEX1 APIP ARF3 ARFGEF2 ARHGAP11A ARHGAP11A-DT ARHGAP11B-DT ARHGAP18 ARHGAP31 ARL5B ARSA ASAP1 ASB1 ASH2L ASNS ASXL1 ATF2 ATF7 ATF7-NPFF ATG2A ATP5F1C ATP5MG ATP5PB ATP6AP1L ATP6V0A1 ATP6V1C2 ATPSCKMT ATR AURKAIP1 AXDND1 BABAM2 BAG6 BANK1 BANP BAZ2B BCAS3 BCKDHA BDNF-AS BIRC8 BLCAP BRME1 BTBD10 BUD31 BZW1 C11orf54 C17orf80 C19orf38 C19orf48P C1orf109 C1orf74 C20orf203 C21orf62-AS1 C3orf86P C6orf120 C6orf52 C6orf89 CACTIN CALY CAND1 CANX CAPRIN1 CAT CCDC103 CCDC77 CCDC97 CCNC CCT4 CCT5 CD33 CDC20 CDC20-DT CDC5L CDC73 CDCA8 CDH13-AS2 CDK12 CDKL3 CENPT CEP44 CEP76 CEP83 CEP83-DT CFAP70 CHAF1A CHD8 CHROMR CHURC1 CHURC1-FNTB CIAPIN1 CIP2A CIRBP CIT CKAP2 CKAP2-DT CLHC1 CLMAT3 CMTR1 CNPY2 CNPY2-AS1 COASY COG4 COMMD1 COPB2 COPB2-DT COQ9 COX11 COX7A2L COX7B CPLX1 CREBZF CRK CS CSMD2-AS1 CUL3 CYB5D1 CYP51A1-AS1 DARS1 DBR1 DCAF1 DCAF16 DCAF6 DCTN1 DCTN2 DDHD1 DDHD1-DT DDHD2 DDX31 DDX39B DDX39B-AS1 DENND4C DENR DHFR2 DHRS7 DHX37 DMXL1 DMXL1-DT DNAAF10 DNAJB4 DNHD1 DNTTIP2 DOHH DPF1 DPH6 DPH6-DT DSE DYNC2I2 DZANK1 DZIP3 E2F3P1 EDDM13 EDRF1 EDRF1-DT EFHC1 EFNB1 EFTUD2 EIF2S3 EIF3F EIF4A2 EIF4A3 EIF4ENIF1 EIF5 ELL3 EMC1 ENSG00000187951 ENSG00000233461 ENSG00000267260 ENSG00000271860 EPB41L3 EPHB1 ERCC6L2 ERCC6L2-AS1 ERGIC2 ERH ERICH6 ERICH6-AS1 ERLEC1 ERRFI1 ERRFI1-DT ESRP2 ETF1 ETFA EXOC8 EXOSC5 FAM104A FAM184A FAM187A FAM200B FAM228B FAM53C FAM76A FARS2 FARSB FASTKD2 FBXL5 FBXO8 FCHSD1 FGFR1OP2 FGFR3P5 FHL1P1 FILIP1 FNDC11 FNTA FOXJ3 FOXS1 FRA10AC1 FSIP1 FTO FUBP1 GADD45GIP1 GAN GAS6-AS1 GAS8 GATAD2B GDPD5 GGA3 GIPC2 GLB1 GMPPA GOLGA5 GOLM2 GORAB GORAB-AS1 GOSR2 GOSR2-DT GPATCH3 GPBP1 GRK4 GRPEL1 GRWD1 GSDMB GSK3B GSK3B-DT GSTCD GTPBP8 GUSBP1 HADHA HADHB HASPIN HCCS HCCS-DT HCG14 HDGFL2 HECTD3 HELQ HERC1 HEXIM1 HHLA3 HMBOX1 HMGB3P22 HNRNPH3 HOMER1 HOMER2 HS2ST1 HSBP1 HSPA1B HSPA4 HSPA8 HSPA9 HSPH1 HUWE1 HYLS1 ICE1 IDE IDH3G IFI27L2 IFRD1 IFT74 IFT74-AS1 IKZF5 IL17F IL5 IMMP1LP1 IMP3 INKA2 INTS12 INTS13 INTS8 INTS9 IPO13 IQCG IRAG2 IREB2 IRGQ ISLR2 IST1 ITGA4 ITGAE ITM2A JOSD2 JPX KCNJ14 KIAA1191 KIAA1586 KIF20A KIF2C KIN KLC4 KLHL23 KPNA2 LDC1P LDLRAD4 LGI1 LGMN LIN7C LINC00347 LINC00511 LINC00635 LINC00661 LINC00877 LINC01348 LINC02028 LINC02340 LINC02918 LIPT1 LMAN2 LMNTD2 LPIN2 LPXN LRR1 LRRC28 LRRC32 LRRC40 LRRC41 LRSAM1 LSM6P2 LSM8 LTV1 LUC7L2 LYRM4 LYRM7 MAD1L1 MAK16 MALT1 MAP2K2 MAP3K7 MAPK14 MAPKAPK5 MAPKAPK5-AS1 MARCHF7 MATR3 MAU2 MBTPS1 MBTPS1-DT MCM5 MCRIP2 MDFIC MDH1B MDH2 MED1 MED11 MED21 MED22 MED29 MEPCE METTL16 METTL26 MFSD8 MGME1 MGRN1 MIA2 MIA2-AS1 MICOS10 MICOS10-DT MICOS10-NBL1 MIR4507 MIR4538 MIR4539 MIR548H1 MIR6835 MIR933 MMS22L MPC2 MRPL11 MRPL57 MRPL9 MRPS14 MRPS18C MRPS5 MRPS7 MRTO4 MT-CO1 MT-TQ MT-TW MTAP MTG1 MTMR8 MX1 MYCBP2 MYEF2 MYO9A NAA35 NAA38 NANOS3 NANP NCAPG NCAPG2 NCLN NCOA2 NCOA3 NCOA4 NDC1 NDFIP2 NDFIP2-AS1 NDUFA10 NDUFA11 NDUFA4 NDUFA7 NELFA NEUROG2-AS1 NFYC NHLRC3 NKRF NME6 NOL11 NOL9 NOP14 NOP16 NPC1 NR3C1 NRSN2 NRSN2-AS1 NSMF NSUN2 NSUN3 NSUN6 NUDT2 NUP205 NUP85 NVL NWD2 OAZ3 OFD1 OR5F1 ORMDL1 OSGEP OTUD4 PAF1 PAK1IP1 PARP1 PATL2 PAXBP1 PCBD2 PCBP1 PCBP1-AS1 PDAP1 PDE4A PDHX PDIK1L PECR PES1 PFKFB2 PFN4 PGM3 PHF12 PHF5A PI4KB PIGN PIK3CA PIK3CA-DT PIN4 PIPOX PKM PLA2G4F PLAC8 PLEKHA2 PLEKHM1P1 PLK5 PMS1 PNO1 POLDIP3 POLE POLR1C POLR2E POLR3F POP7 POU5F1P7 PPCDC PPFIA3 PPFIBP2 PPP4R3B PPP4R3B-DT PRDM10 PRDX1 PRH1 PRKAR2A-AS1 PRKY PROS1 PROSER1 PRR4 PRSS36 PSMD1 PSMD12 PSMD5 PSMG2 PTGES2 PTGES2-AS1 PTGES3 PTPN4 PTRH2 PUF60 PURA PXMP2 PYGB QRICH1 RAB33B RAB33B-AS1 RAB4B RAB4B-EGLN2 RABGGTB RABL2A RABL2B RAD17 RAD50 RAD52 RAD9A RALBP1 RAMAC RASA1 RASSF7 RBBP5 RBKS RBM15 RBM17P4 RBM26 RBM26-AS1 RBM39 RBM6 RBPJ RC3H2 RCC1 RDH10 RELCH REXO1 REXO4 RFC3 RFC5 RGS14 RMI2 RN7SL220P RNA5SP101 RNA5SP20 RNA5SP205 RNF14P3 RNF167 RNF25 RNPC3 RNPC3-DT RNU12 RNU7-49P RPAP3 RPAP3-DT RPGRIP1 RPGRIP1L RPL10A RPL12 RPL17 RPL17-C18orf32 RPL21 RPL23A RPL23AP7 RPL23AP82 RPL26 RPL27A RPL35A RPL36AP34 RPL4 RPL7 RPL7A RPN1 RPS10 RPS10-NUDT3 RPS11 RPS12 RPS15A RPS19 RPS23 RPS24 RPS27A RPS28 RPS29 RPS6 RPS7 RPS9 RRAGA RSRC2 RWDD1 RWDD2A RXRB RXYLT1 SART3 SAXO1 SC5D SCAMP5 SEC11C SEC14L1 SEC61B SEC62 SEC63 SEH1L SELENOF SELENOH SELL SEPTIN7 SEPTIN7-DT SF3B3 SHPRH SHQ1 SIL1 SIPA1L1 SKA3 SKAP1-AS2 SKP1 SLBP SLC12A2 SLC12A2-DT SLC15A4 SLC25A11 SLC35A4 SLC35B1 SLC35E3 SLC39A13 SLC39A7 SLC39A9 SLC3A2 SLFN13 SLMAP SLU7 SMAP2 SMARCA5 SMARCAL1 SMC2 SMG5 SMG7 SMG7-AS1 SMNDC1 SNAPC3 SNHG16 SNHG3 SNHG32 SNORD101 SNORD2 SNORD42B SNORD45C SNORD48 SNORD58B SNX1 SNX5 SPAG16 SPAG16-DT SPAG8 SPAG9 SPATA4 SPATC1L SPDL1 SPRTN SRCAP SRD5A1 SRMS SRP19 SRRM5 SRRT SRSF10 SRSF11 SRSF7 SS18 SSB SSR1 SSR4 SSX2IP ST13 STAG3L3 STAM STAM-DT STAM2 STAT5A STK33 STK36 STRIP1 STT3B STXBP4 STYXL1 SUCLG1 SUDS3 SUGP1 SUPT5H SUPV3L1 SYT9-AS1 SYTL2 TAB3 TAF1D TAF9 TAOK1 TAS1R1 TAS2R14 TBC1D17 TBCK TBL1X TERC TGFB1 THAP1 THAP2 TICAM1 TIMM9P2 TIPIN TM9SF1 TMCO1 TMCO1-AS1 TMED1 TMEM147-AS1 TMEM169 TMEM18 TMEM183A TMEM209 TMEM237 TMEM245 TMEM248 TMEM277P TMEM30A TMEM30A-DT TMEM79 TMEM91 TMPPE TOX2 TRAPPC2 TSC22D2 TSGA10 TSN TSNAX TSNAX-DISC1 TSPAN3 TSPYL1 TTC23 TTC8 TTYH3 TUBGCP5 UBE2D3 UBE2D3-AS1 UFM1 UHRF2 UIMC1 UPF2 UPF3A UPF3B UROD USP17L16P USP3-AS1 USP54 VARS1 VAX1 VDAC2 VDAC3 VIPAS39 VMP1 VOPP1 VPS37C VPS50 VPS51 VTI1B WDR27 WDR41 WDR6 WDR70 WDR73 WDR77 WNT10A WNT3A XIST XPC XPNPEP3 YIPF3 YOD1 YY1 ZCWPW1 ZFC3H1 ZFP91 ZFP91-CNTF ZKSCAN2 ZNF136 ZNF219 ZNF233 ZNF286A ZNF286A-TBC1D26 ZNF317 ZNF335 ZNF337-AS1 ZNF346 ZNF383 ZNF397 ZNF414 ZNF566 ZNF566-AS1 ZNF576 ZNF582 ZNF582-DT ZNF585B ZNF646 ZNF668 ZNF687 ZNF687-AS1 ZNF692 ZNF692-DT ZNF821 ZNF850 ZRANB2 ZRANB2-DT ZWILCH ZZZ3 IRX2_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IRX2_TARGET_GENES ABHD10 ACTR2 ADPGK ADPGK-AS1 AHR ANKFN1 ANKIB1 ANKRD13D ANKRD24 ANXA2 AP5Z1 APTX ARPP19 ATM ATP6V0B AVL9 BBX BRAP BRD7P3 BTD C1QA C2CD3 CBX5 CCDC146 CCDC163 CCNH CDC23 CDCA3 CDIN1 CDK9 CEP83 CHIC2 CHMP2B CIRBP CIRBP-AS1 CLIC1 CNOT4 COG4 COPS5 COX10 COX10-DT CRACR2B CSPP1 CSTF3 CSTF3-DT CTDSPL2 CTDSPL2-DT CTTNBP2 DBF4B DENND6B DGKA DGLUCY DHX8 DLG2 DLL3 DNAJC30 DPH6 DTX4 DYRK2 EAF1 EFCAB5 EMSY EMSY-DT ENSG00000261335 EXTL2 FAM131C FAM222A-AS1 FAM3D FHIP2B FYTTD1 GATA6 GDAP2 GET3 GFOD2 GHDC GLI1 GOLIM4 GON4L GORASP1 GPBP1L1 GRHL3 GRHL3-AS1 HACD2 HACL1 HMG20A HNRNPA1 HNRNPK HNRNPL HOXA3 HR HS2ST1 HSP90AB1 HSPA4 HSPG2 IFRD1 IKZF4 IL20RB INO80 ITGB8 JAML KIAA0319L KLHDC4 KLRG1 KNL1 KRIT1 KRT8 LEKR1 LINC01065 LINC02983 LSM5 MALAT1 MBD6 MCOLN1 MEIS1 MEPCE MFSD6 MGAT1 MIP MIR4795 MMACHC MOV10 MPIG6B MRPL20-AS1 MRPL51 MTERF1 MYL11 MYLK-AS1 MYO5B NBL1 NCAPD2 NCDN NEAT1 NEK8 NIPAL1 NOL3 NPAT NPNT NR1H2 NSD3 NUDT2 OCIAD1 ODR4 OR5BS1P PCNX4 PCNX4-DT PDE4A PDP2 PEAK1 PEX11B PFKM PGBD4 PIGK PKM PLA2G6 POP4 PRAG1 PRKACA PRMT5 PROSER1 PSMC2 PSME3IP1 PSORS1C1 PTMA PTPA RAB5B RMI1 RN7SKP10 RNF44 RPL41 RPL5 RPS11 RUBCN RUNDC3B SCAMP5 SCNN1B SEC22C SELENOF SERF2 SET SF3B3 SH3BGRL3 SHISA5 SKAP2 SLC31A1 SLC38A1 SMC5-DT SNHG21 SNORD12C SP8 SRP9 STARD5 STAT6 SUPT4H1 SYCP3 TARBP2 TARS1 TBC1D10B TBRG4 TCHP TCP11L2 THRAP3 TLCD1 TMCC3 TMEM248 TMEM69 TNPO3 TPI1P2 TPM1 TPR TRIM25 TRIM52 TRIM52-AS1 TRIM69 UBC UBE2QL1 UCHL3 UEVLD UQCRC2 USP3 USP5 USP53 VPS41 WSB2 XPC ZCCHC8 ZCWPW1 ZFAND6 ZFAS1 ZHX3 ZMIZ1-AS1 ZNF219 ZNF391 ZNF408 ZNF585B ZNF652-AS1 ZNF780A ZNFX1 IRX3_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IRX3_TARGET_GENES AMBRA1 ARMT1 ARSK ATP13A4 BRIX1 C19orf44 CALR3 CATSPERG CDC25C CDC26 CIC CLDN7 CLK4 COPS7A CTDSPL2 CTDSPL2-DT ECE1 EEF1A1P23 EIF4G2 ELMOD3 ENSG00000233223 ENSG00000246308 FAM133B FAM53C FEM1B GLOD4 HEXIM1 HIGD2A HMGB1 HSPA9 LASP1 LIN52 LINC00992 LINC02960 LOC101929566 MPDU1 MRM3 NEAT1 NOP16 NSUN4 PRPF4 PSMA5 RAD1 RETSAT RMND1 RPS13 SEMA4B SKIC3 SP8 SRSF10 TNFSF9 TOMM40 UBC UQCC1 USPL1 KAT2A_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KAT2A_TARGET_GENES A2M-AS1 AAAS AAGAB AAR2 AARS2 ABCF2 ABHD10 ABHD16A ABHD2 ABHD5 ABT1 ACP1 ACP2 ACSF3 ACTG1 ADAM17 ADAP2 ADAT2 ADNP ADPGK ADPRS AFF4 AFF4-DT AFMID AGK AGK-DT AGO3 AGPAT2 AGPS AHCYL2 AKAP8L AKIRIN2 ALAS1 ALDH7A1 ALDOA ALG10 ALG10B ALG8 ALOXE3 AMBRA1 ANAPC2 ANAPC5 ANG ANKRD24 ANKS3 ANO10 ANTKMT AP4M1 API5 APTX ARF6 ARHGEF1 ARID1A ARID4B ARL3 ARMC6 ARPC5L ARV1 ATAD2 ATF5 ATP1A1-AS1 ATP2B1 ATP5MF ATP5MF-PTCD1 ATPAF1 ATXN10 ATXN2L AUNIP AURKAIP1 AXL B3GALT4 B4GALT7 B4GAT1 B4GAT1-DT BAG5 BBS1 BCAR3 BCAT2 BHLHE40-AS1 BLOC1S6 BMS1 BNIP1 BOD1 BOD1L1 BOLA1 BORCS8 BORCS8-MEF2B BRD2 BRD3OS BRF2 BRIX1 BSG BSG-AS1 C11orf58 C11orf68 C12orf57 C12orf76 C14orf93 C16orf95 C16orf95-DT C17orf75 C18orf25 C19orf44 C19orf48P C1orf159 C1orf43 C6orf120 C8orf82 CAB39 CALCOCO1 CALM1 CALR3 CAP1 CARS2 CASP7 CBX3P2 CCDC163 CCDC174 CCDC47 CCDC57 CCDC59 CCDC6 CCDC80 CCDC88A CCDC97 CCND1 CCNG2 CCNJ CCNL1 CCPG1 CCT7 CDC123 CDC27 CDC42EP4 CDC45 CDC7 CDCA2 CDCA3 CDK4 CDK5 CDK5RAP2 CDK8 CDKN2C CELSR3 CENPBD2P CENPL CENPS CENPS-CORT CEP192 CEP192-DT CEP20 CEP290 CEP95 CEPT1 CERNA3 CFAP418 CGB2 CHCHD7 CHD8 CHERP CHMP4B CHSY1 CHTOP CIAO2A CIAO3 CIPC CIZ1 CLASP1 CLCN7 CLDN7 CLEC16A CLPB CLPTM1L CLTC CLUH CNOT11 CNOT4 CNPY4 COA8 COMMD2 COMT COPS2 COPS3 COQ8B COX19 CPSF1 CPSF2 CRBN CRLS1 CROCCP2 CRTC2 CSNK1D CSNK2B CSRNP2 CTNNA1 CTNNA1-AS1 CTNNB1 CTNNBL1 CUL4A CUL9 CWC27 CYB561 CYB5D1 CYB5D2 CYCS CYLD CYP51A1 CYP51A1-AS1 DALRD3 DARS2 DCAF7 DCAF8 DCAKD DCLRE1A DCP1A DCTN6 DCTN6-DT DDX1 DDX23 DDX39B DDX39B-AS1 DDX46 DDX47 DDX5 DDX6 DFFA DHDDS DHFR DHX8 DHX9 DICER1 DICER1-AS1 DLAT DNAAF5 DNAAF8 DNAH7 DNAJA1 DNAJB4 DNAJB6 DNAJC11 DNAJC14 DNAJC17 DNAJC19 DNAJC2 DNAJC9-AS1 DNM1 DPH6 DPH6-DT DPP8 DPY19L4 DRAM2 DRAP1 DSTYK DTWD1 DUS1L DVL3 E2F3 E2F6 EED EEF2 EFCAB7 EHD1 EIF1B EIF1B-AS1 EIF2B1 EIF2D EIF3B EIF3D EIF3E EIF3K EIF4A1 EIF4A2 EIF4E EIF4E2 EIF4ENIF1 EIF4G3 EIF5B ELAC1 ELF1 ELMOD3 ELOA-AS1 ELP3 EMC1 EMC3 EMC3-AS1 ENAH ENDOV ENPP3 ENSG00000213963 ENSG00000268403 ENTPD1-AS1 ENY2 EPB41L3 EPB41L4A-AS1 EPCAM ERAL1 ERCC5 ERF ERRFI1 ERRFI1-DT ERVK3-1 ESYT1 EVI5L EXOSC3 FAAP100 FAF1 FAM168A FAM200C FAM216A FAM222B FAM227B FAM228B FAM229B FAM98B FANCI FBF1 FBXL19 FBXL19-AS1 FBXO15 FBXO22 FBXO31 FBXO36 FBXO45 FBXO5 FBXW11 FEM1A FGD5-AS1 FIZ1 FKBP15 FKTN FKTN-AS1 FLII FLOT1 FMO5 FOXK2 FUS GAA GABARAP GABPB1 GABPB1-AS1 GALE GALK2 GAS5 GATB GBA1 GCC2-AS1 GCDH GCFC2 GCN1 GDI1 GDI2 GEMIN7 GFI1B GFM2 GGA1 GGA3 GGCX GGPS1 GHET1 GLO1 GLT8D1 GNAS GNL3 GOLM2 GORASP2 GOT2 GPANK1 GPBP1L1 GPN3 GRK4 GRPEL2 GSPT1 GSTCD GTF2H3 GTF2H4 GTF2I GTF3C2 GTF3C2-AS2 GTF3C5 GTPBP3 GUCD1 GUSB H2AC20 H2AC7 H2BC21 H2BC5 H2BC7 H3-3B H4C1 H4C2 H4C4 H4C8 HASPIN HAUS6 HCFC1R1 HCG14 HDGFL2 HEBP2 HEXA HEXA-AS1 HGH1 HIF1AN HJV HLA-DMA HMGA2 HMGN1 HMGN4 HNRNPA0 HNRNPAB HNRNPDL HNRNPH3 HNRNPLL HNRNPUL1 HP1BP3 HRAS HSD11B2 HSP90AA1 HSP90B1 HSPA12A HSPA1B HSPA6 HSPD1 HSPE1 HSPE1-MOB4 HTD2 HUS1 ICMT ICMT-DT ID2 ID2-AS1 IER3 IER3-AS1 IER5 IFRD2 IFT20 IFT88 IFTAP IGHMBP2 IL4I1 ILF2 IMP3 INTS12 INTS5 IPO13 IPO4 IQCG IQCH IQCK ISG20L2 ITFG1 ITFG2-AS1 ITGAE ITGB3BP JMJD1C JMJD4 JUNB KAT14 KAT6A KATNBL1 KBTBD4 KBTBD7 KCTD21-AS1 KCTD5 KCTD9 KDM5C KIFBP KIFC2 KITLG KMT2A KMT5B KNL1 KNOP1 KRCC1 KRR1 KRT36 LAMTOR2 LAMTOR5 LAMTOR5-AS1 LARS1 LASP1 LBHD1 LDHA LIAS LIMS1 LINC00467 LINC00663 LINC00869 LINC00886 LINC01347 LINC01547 LINC01556 LINC01623 LINC01719 LINC01962 LINC01970 LINC02086 LINC02585 LINC02918 LINC02960 LINC03057 LINC03072 LIPT2 LIPT2-AS1 LPGAT1 LPGAT1-AS1 LPXN LRP3 LRPAP1 LRRC14 LSG1 LYSMD1 LZIC LZTR1 MADCAM1 MADCAM1-AS1 MAGOHB MAIP1 MALAT1 MAN1A2 MANBAL MAP1LC3B MAP3K3 MAP4K1 MAPKAPK5 MAPKAPK5-AS1 MARCKSL1P2 MARK4 MARVELD1 MATR3 MAX MAZ MBTPS2 MCEE MCL1 MCM3AP MCM4 MCM7 MCM8-AS1 MCMBP MCOLN1 MCU MDH1 MDM4 MED15 MED18 MED22 MED23 MED4 MELTF-AS1 METTL15 METTL25 METTL25B METTL9 MIB2 MIDN MIPEPP3 MIR1302-3 MIR1538 MIR191 MIR3181 MIR31HG MIR3677HG MIR4530 MIR4638 MIR4674 MIR4734 MIR5087 MIR5091 MIR548AW MKRN2 MKRN3 MKS1 MLEC MMAB MMACHC MNAT1 MOB1A MORF4L1 MPHOSPH10 MRFAP1 MRFAP1L1 MRPL17 MRPL18 MRPL19 MRPL21 MRPL36 MRPL38 MRPL39 MRPL48 MRPS12 MRPS16 MRPS27 MRPS28 MRPS33 MRPS7 MRTO4 MSH3 MSL2 MST1P2 MTCH1 MTERF4 MTF2 MTIF2 MTMR9 MTOR MVK N4BP3 NAA38 NAIF1 NCBP3 NCKIPSD NCOA7 NDC1 NDUFA12 NDUFA3 NDUFAF3 NDUFAF4P1 NDUFB1 NDUFC2 NDUFC2-KCTD14 NDUFS3 NDUFS6 NDUFS7 NDUFV3 NEAT1 NEK4 NELFB NEURL4 NFAT5 NFATC3 NFE2L2 NFYB NHERF1 NHLRC2 NHLRC3 NIF3L1 NLRX1 NMNAT1 NMT1 NOP14 NOP16 NOP56 NOP58 NOTCH1 NPLOC4 NR1H3 NR2C2 NSA2 NSFL1C NSUN2 NTAN1 NUDCD1 NUDT22 NUDT5 NUDT9 NUMB NUP107 NUP107-DT NUP62 NUP85 NVL ORMDL3 OSCAR OTUD7B PABPC1 PABPN1 PANK4 PAQR4 PARG PARGP1 PARP2 PARP4 PBRM1 PCAT6 PCBP2 PCID2 PCLAF PCYT1A PDCD10 PDCD6IP PDE4D PDIA4 PDIA5 PDS5A PEMT PET117 PEX1 PEX2 PEX3 PFN2 PGBD2 PGLS PGLS-DT PGS1 PHAF1 PHB1 PHF12 PHF3 PHIP PHKB PHRF1 PI4KA PIAS4 PIERCE2 PIGL PIGQ PIM3 PIPOX PITHD1 PKM PKMYT1 PLAG1 PLEKHA8 PLK1 PLXDC1 POLA1 POLD3 POLDIP2 POLDIP3 POLG POLG-DT POLR2A POLR2I POLR3E PPIL3 PPP1CC PPP1R12B PPP1R12C PPP1R8 PPP2CB PPP2R2A PPP2R3C PPP2R5B PPP4R3A PPP5C PPRC1 PRKAB2 PRKDC PRMT5 PRMT5-DT PRORP PROSER1 PRPSAP1 PRR34 PRR34-AS1 PRRT3-AS1 PSMB6 PSMC2 PSMD12 PSMD4 PTCD1 PTGES3 PUM2 RACK1 RAD1 RAD52 RALBP1 RANBP1 RANBP10 RANGAP1 RBBP5 RBL1 RBM26 RBM26-AS1 RBM28 RBM48 RCC1 RCE1 RETSAT REXO1 RFXANK RIC8B RNA5SP283 RNASE11 RNASE4 RNASEH1 RNASEH1-DT RNF121 RNF135 RNF187 RNF213-AS1 RNF216 RNF216P1 RNF220 RNH1 RNPS1 RNU12 RNU2-63P RNU4-1 RNU4-2 RNU4ATAC RNU5A-1 RNU5B-1 RNU5D-1 RNU5E-1 RNU5E-4P RNU5F-1 RNU6-1 RNU6-2 RNU6-999P RNU7-1 RNU7-27P RNVU1-14 RNVU1-15 RNVU1-22 RNVU1-27 RNVU1-28 RNVU1-3 RNVU1-30 RNVU1-4 RNVU1-6 RNY1 RPA2 RPA3 RPIA RPL13A RPL17 RPL17-C18orf32 RPL18 RPL29 RPL3 RPL31 RPL34 RPL34-DT RPL35 RPL35A RPL36 RPL38 RPL39 RPL41 RPL5 RPL6 RPL7A RPL8 RPL9 RPP14 RPS12 RPS13 RPS15 RPS16 RPS17 RPS2 RPS20 RPS26 RPS3 RPS4X RPS7 RRP7A RSAD1 RWDD1 S100A13 S100PBP SARS2 SBNO2 SCAF1 SCAF8 SCARNA2 SCNM1 SCRIB SDC4 SEC13 SEC22C SECISBP2 SENP5 SEPTIN7 SEPTIN7-DT SEPTIN9 SERP1 SERPINI1 SERTAD2 SF1 SF1-DT SF3A3 SF3B4 SF3B5 SF3B6 SFPQ SFXN2 SH3GL1 SH3YL1 SIL1 SIRT6 SIVA1 SKP1 SLC11A2 SLC15A4 SLC22A31 SLC25A25 SLC27A5 SLC31A1 SLC35A3 SLC35F5 SLC35G1 SLC38A10 SLC44A1 SLC4A2 SLC9A1 SLX9 SMAD5 SMARCC2 SMARCD2 SMG7 SMG7-AS1 SMG8 SNAP29 SNAP47 SNHG17 SNHG3 SNHG32 SNHG9 SNORA13 SNORA48 SNORA78 SNORD101 SNORD118 SNORD12C SNORD13 SNORD15A SNORD24 SNORD3A SNORD43 SNORD48 SNORD54 SNORD58B SNORD84 SNORD95 SNRNP27 SNRPB SNRPD3 SNX1 SNX12 SNX16 SNX19 SNX27 SNX8 SOD1-DT SOX2-OT SOX6 SPCS1 SPHK2 SPRED1 SRD5A1 SREK1IP1 SRI SRRT SS18L2 SSNA1 ST3GAL2 STAP2 STARD7 STAT3 STAU1 STK17A STMP1 STRIP1 SUGP2 SUPT5H SUPV3L1 SYPL1 SZRD1 TACO1 TAF5 TAF6 TAFAZZIN TAMM41 TBC1D23 TBC1D30 TBC1D31 TBC1D8 TBCB TCEA2 TCF3 TCP1 TDRD3 TEDC1 TEFM TEX10 TEX38 THA1P THADA THOC6 THRAP3 TIGD1 TIMM21 TIMM23 TIMM23B TIMM44 TIPIN TK1 TLCD3B TLNRD1 TM2D1 TMA16 TMED10 TMED2 TMEM11 TMEM11-DT TMEM147 TMEM147-AS1 TMEM198B TMEM199 TMEM200B TMEM242 TMEM242-DT TMEM259 TMEM69 TMSB10 TMTC3 TNFAIP1 TNPO2 TNPO3 TOMM7 TONSL TOP3B TOR1AIP1 TPI1P2 TPP2 TRABD TRAM2 TRAM2-AS1 TRAP1 TRERF1 TRIM33 TRIM41 TRIM7 TRIM7-AS2 TRIP11 TRIP12 TRIP4 TRMT2A TRMU TRPT1 TSC1 TSEN15 TSN TSNAXIP1 TSPAN10 TSSC4 TTC13 TTC33 TTC4 TTC41P TTI2 TUBA1C TUBB TUBE1 TUBGCP3 TXN2 TXNDC11 TXNDC9 TXNRD2 TYW5 UBAC2 UBAC2-AS1 UBAP2L UBB UBE2I UBE2J1 UBE3A UBQLN4 UBR2 UBTF UCK1 UCKL1 UFD1 UGGT1 UHMK1 UNK UPF1 UQCC3 UQCC4 UQCC6 USP21 USP24 USP30 USP39 UTP25 VAMP4 VAMP8 VANGL2 VARS2 VCPIP1 VEGFA VEZF1 VMP1 VPS13B VPS13B-DT VPS28 VPS72 VPS9D1 VTI1A VTRNA1-2 WAC WAC-AS1 WARS1 WBP4 WDFY1 WDPCP WDR25 WDR27 WDR53 WNK1 WRAP53 WRNIP1 XNDC1N XPC YARS1 YBEY YBX1 YTHDF1 ZBTB1 ZBTB21 ZBTB25 ZBTB37 ZBTB4 ZBTB45 ZBTB5 ZC3H10 ZC3H12A ZC3H12A-DT ZC3H15 ZC3H6 ZC3HAV1L ZCCHC8 ZDHHC6 ZER1 ZFAND3 ZFAND3-DT ZFAS1 ZFP91 ZFP91-CNTF ZFTRAF1 ZFX-AS1 ZFY ZFYVE1 ZFYVE19 ZMAT2 ZMPSTE24 ZMPSTE24-DT ZMYM4 ZMYND11 ZNF143 ZNF165 ZNF195 ZNF219 ZNF224 ZNF276 ZNF3 ZNF337 ZNF341-AS1 ZNF367 ZNF37A ZNF445 ZNF524 ZNF56P ZNF581 ZNF691 ZNF691-DT ZNF706 ZNF76 ZNF767P ZNF770 ZNF839 ZNF862 ZNFX1 ZNHIT6 ZZEF1 KAT5_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KAT5_TARGET_GENES A1BG A1BG-AS1 ABCE1 ACACA ACAD9 ADD1 ADGRB3 ADNP AEN AGBL5 AGBL5-AS1 AIMP2 AKAP7 ALG13 AMPD2 ANAPC10 ANP32B AP1G1 AP2A2 AP2B1 AP3M2 APRT ARF6 ARFRP1 ARHGDIA ARHGDIB ARID4A ARL4A ARPC5L ARSK ASNS ASPSCR1 ATAD2 ATAD2B ATG5 ATP5F1A ATP5F1D ATP5PF ATP6V1E2 ATXN2L AURKB B4GAT1 B4GAT1-DT BAGE2 BANF1 BAP1 BBS1 BCAR3 BCAT1 BDP1 BECN1 BIRC5 BMERB1 BMS1 BOLA1 BRCA1 BRD2 BRI3 BRWD1 BRWD1-AS2 BTBD19 BTF3L4 BTG1 BTG1-DT BTNL12P BYSL C14orf178 C17orf100 C17orf75 C1orf122 C1orf43 C1orf52 C1orf53 C21orf62-AS1 C22orf46P C2CD2L C6orf62 C6orf89 C8G C8orf33 C9orf43 C9orf72 C9orf78 CACUL1 CAD CAGE1 CALM1 CAMKMT CANX CARS1 CASC3 CASP8 CBX3 CCDC191 CCDC47 CCDC59 CCNB1 CCNE1 CCNL1 CCNT1 CCT2 CCT8 CDC42SE1 CDK1 CDK5 CDK6 CDK6-AS1 CDKL3 CEBPB-AS1 CEBPG CENPT CERNA3 CERS6 CFL1 CHCHD10 CHD2 CHFR CHIC2 CHTOP CIDECP1 CLK1 CLTC CLUH CNN2 CNOT4 CNOT6L COMTD1 COPB2 COPB2-DT COPS2 CORO1A COX10 COX10-DT COX16 COX17 COX20 CPSF7 CREBZF CROCCP2 CSGALNACT2 CSGALNACT2-DT CSTF3 CSTF3-DT CTDP1 CTNNBL1 CYB5R4 DARS1-AS1 DBP DCAF11 DCAF17 DCAF4 DCXR DCXR-DT DDX1 DDX18 DDX19A DDX19A-DT DDX31 DDX42 DDX55 DDX56 DENR DEPDC1 DESI2 DGCR2 DHRS13 DHX15 DHX9 DIAPH1 DIDO1 DIP2A DMAP1 DNAAF10 DNAJB1 DNPH1 DPAGT1 DPH1 DPP9 DTD1 DUS3L DYNC2I1 EARS2 EEF1A1 EEF1AKMT3 EEF1B2 EEF2K EHD1 EID2 EID2B EIF1 EIF1AD EIF2B4 EIF2D EIF2S2 EIF2S3 EIF3E EIF3G EIF4G2 ELOB EMC7 ENKUR ENSG00000230021 ENSG00000230615 ENSG00000232995 ENSG00000235978 ENSG00000246308 EPC1-AS1 EPC1-AS2 EPRS1 ERCC1 ERICH1 EVI2A EZH1 EZH2 F12 FAM210A FAM86KP FANCD2 FASN FBXL9P FBXO34 FBXO34-AS1 FBXW5 FLJ46284 FMC1 FMC1-LUC7L2 FNBP4 FNTB FPGS FRG1 FRG1-DT G3BP2 G6PC3 GABPA GABPB1 GABPB1-AS1 GABPB2 GADD45GIP1 GALC GALK2 GATC GATD1 GATD1-DT GDI2 GEMIN7 GID8 GIT1 GIT2 GLO1 GLOD4 GNB2 GNL1 GNL3L GOSR1 GPN3 GPR137 GRB2 GTF2B GTF3C4 GTPBP3 GTPBP4 GUF1 H1-4 H2AC10P H2AC11 H2AC12 H2AC15 H2AC20 H2AC7 H2BC10 H2BC11 H2BC12 H2BC15 H2BC21 H2BC5 H2BC7 H3-3B H3C1 H3C10 H4C1 H4C2 H4C3 H4C5 H4C6 HAUS3 HAX1 HCFC1R1 HCG14 HDGF HDLBP HERPUD1 HEXIM2 HEXIM2-AS1 HIGD2A HINT3 HK2 HK2-DT HLA-B HLA-DMA HLA-E HLF HMGA1 HMGB1 HMGB3P22 HMGN4 HNRNPA2B1 HNRNPF HNRNPH3 HOOK2 HS2ST1 HSD11B1L HSP90AB1 HSPA2 HSPA2-AS1 HSPA9 HSPH1 IARS1 IDH3B IDH3B-DT IFRD2 IFT172 IK IL5RA ILF2 IMMP2L ING3 ING5 IQANK1 IREB2 ISG20L2 ITFG2-AS1 JKAMP JTB JTB-DT JUNB KANSL2 KDM2A KIAA1143 KICS2 KIF15 KIF23 KIF23-AS1 KLF16 KLF6 KLHL28 KMT2E KNL1 KNTC1 KPNB1 KRCC1 L3HYPDH LACTB2-AS1 LAMP1 LAMTOR5 LAMTOR5-AS1 LARP1 LDHB LGALS8 LIM2-AS1 LIMD1-AS1 LIMS1 LIN54 LINC01004 LINC01126 LINC02901 LINC02960 LIPT2 LIPT2-AS1 LRP3 LRRC14 LRRC40 LRRC41 LRRC58 LRRC8B LSM14A LSS LTV1 LY9 LYRM7 LZTR1 MAGOHB MALAT1 MAP2K7 MAP3K14 MAP4 MAPK8IP2 MAPKBP1 MARK4 MAST4 MAST4-AS1 MASTL MATR3 MBD3L1 MCM2 MCM3AP-AS1 MCMBP MDC1 MDN1 MED15 MED20 MED31 MEF2D METTL1 METTL25 METTL25B METTL8 MFGE8 MFSD3 MGME1 MICOS13 MINDY1 MIPEPP3 MIR1538 MIR22HG MIR3143 MIR3677HG MIR3678 MIR3913-1 MIR4512 MIR4519 MIR4521 MIR4664 MIR5188 MIR663AHG MIR6855 MIR762HG MIRLET7I MIRLET7IHG MITD1 MMP11 MORF4L2 MORF4L2-AS1 MRFAP1 MRFAP1L1 MRM1 MRM3 MRPL11 MRPL20 MRPL3 MRPL30 MRPL34 MRPL4 MRPL53 MRPS12 MRPS15 MRPS18B MRPS30 MRPS30-DT MRPS35 MRPS35-DT MSL2 MST1 MST1P2 MT-CO3 MT-ND3 MT-TG MTF2 MTHFD2 MTHFS MTIF2 MTND1P11 MTND5P11 MTPAP MTX1 MXD3 N4BP2L1 N6AMT1 NACA NAPEPLD NAT9 NBN NBR1 NCAPD3 NCOA5 NDUFA2 NDUFAF4P1 NDUFS1 NDUFS7 NDUFV3 NEAT1 NELFA NELFCD NEUROD4 NFAT5 NFE2L1 NFIB NFKB1 NIFK NLE1 NME1 NME1-NME2 NOLC1 NOP16 NOP58 NOSIP NPW NRL NSL1 NSUN2 NUF2 NUP153 NUP153-AS1 NXF1 NXT1 ODC1 ODC1-DT ORMDL3 P2RX5 PA2G4 PABPC1 PARP1 PARVB PAXBP1 PCBP1 PCBP1-AS1 PCBP2 PCF11 PDCD6IP PDS5B PELP1 PELP1-DT PEMT PES1 PFAS PFKP PGAM1 PGBD4 PHF11 PHF12 PHF14 PHF21A PHF7 PHPT1 PIDD1 PIGK PIGL PIGU PIPOX PITPNA PLAGL2 PLD6 PLEKHG2 PLK1 PLXDC1 PMPCB PMS2 PNO1 PNPLA8 PNPT1 PNRC2 POFUT1 POLA2 POLD2 POLD3 POLE3 POLE4 POLG POLG-DT POLN POLR2A POLR2D POLR2E POP4 PPA2 PPAN PPAN-P2RY11 PPAT PPDPF PPFIA3 PPIA PPIH PPM1G PPP1R10 PPP2R3B PPP2R5C PPP4R3B PPP4R3B-DT PPRC1 PRAF2 PRCC PRDM15 PRDX1 PREPL PRMT1 PRMT2 PRMT5 PRMT5-DT PRPF31 PRR3 PRRG2 PRSS21 PRUNE1 PSMA3-AS1 PSMC4 PSME3 PTBP1 PUS1 PUS1-AS1 PUS7 PWP1 PYCR1 QSER1 QTRT2 RAB18 RABGGTA RABGGTB RAD23A RAD23B RAD51D RAD9B RAE1 RALGAPA1 RAN RANBP1 RANBP2 RANGAP1 RASSF1 RASSF1-AS1 RBM12B RBM12B-DT RBM17 RBM28 RBM33 RBM33-DT RBM39 RCCD1 RCCD1-AS1 RETREG1 RGL4 RGS5 RHOQ RIF1 RINT1 RIOK1 RMI1 RN7SKP114 RN7SL1 RNF123 RNF139 RNF139-DT RNF145 RNF7 RNMT RNPS1 RNU5E-6P RNU7-27P RNVU1-15 RO60 RPF2 RPL10 RPL10A RPL13 RPL18A RPL19 RPL22 RPL23A RPL27 RPL32 RPL34 RPL34-DT RPL36 RPL37A RPL37A-DT RPL5 RPLP2 RPS14 RPS15 RPS20 RPS23 RPS24 RPS27L RPS29 RPS6 RPSA RRP12 RSL1D1 RSL1D1-DT RSL24D1 RSPH3 RSRC2 RTF1 RWDD4 S100A13 S100PBP SACM1L SAR1B SARAF SARS2 SART1 SCAF1 SCRT1 SDE2 SDHAF2 SDHD SEC13 SELENOF SELENOH SENP2 SEPTIN2 SERTAD3 SERTAD3-AS1 SF1 SF3B4 SFPQ SFT2D2 SHCBP1 SIKE1 SIL1 SIPA1L3 SKIC3 SLBP SLC16A1-AS1 SLC19A1 SLC25A6 SLC2A9 SLC35B2 SLC35E3 SLC35F2 SLC38A1 SLC3A2 SLC4A2 SLC9B2 SMARCA2 SMARCC1 SMIM26 SNAI1 SNAPC5 SNF8 SNHG1 SNHG12 SNHG5 SNHG6 SNHG7 SNORA14B SNORA16A SNORA7A SNORD25 SNORD26 SNORD27 SNORD42B SNORD45C SNORD54 SNORD68 SNRPB SNRPE SNRPF SNRPF-DT SNU13 SNX17 SNX5 SOD1 SOD1-DT SPAG7 SPATA13 SPOCD1 SPRYD4 SPTBN1 SPTLC1 SRBD1 SRCAP SRD5A1 SRPRB SRSF11 SRSF3 STAG3L5P STAG3L5P-PVRIG2P-PILRB STAT1 STK17B STRADB SUDS3 SUPT5H SURF6 SUV39H2 TACC3 TAF12 TAF12-DT TAF4B TAFAZZIN TAGLN2 TANK TANK-AS1 TARS1 TARS1-DT TATDN3 TBC1D8 TBL1X TBL3 TCTN3 TENT4B TFG TFPT TGIF1 THBS3 THOC1 THOC1-DT THRAP3 THUMPD2 TIMM10 TIMM22 TIMM8B TM9SF1 TMA16 TMED4 TMEM104 TMEM129 TMEM185B TMEM208 TMEM268 TMEM39A TNFSF8 TNIP2 TOGARAM1 TOMM40 TOMM5 TOP1 TP53 TP53BP2 TPRA1 TRA2A TRAK2 TRAM1 TRAPPC11 TRIAP1 TRIM33 TRIM52 TRIM52-AS1 TRIM59 TRIM59-IFT80 TRMT2A TRMT61B TRNAU1AP TRNT1 TSN TSR1 TTC12 TTC12-DT TTC14 TTC14-DT TTC33 TXN TXNDC12 TXNL4A UBAP2 UBAP2L UBC UBE2D2 UBE2D3 UBE2D3-AS1 UBE2I UBE2S UBE2T UBE4A UBFD1 UBIAD1 UBXN2A UBXN6 UCHL5 UFC1 UHRF2 ULBP1 UMPS UQCC4 UQCRH USE1 USO1 USP20 USP36 USP4 USP42 USP54 VCPIP1 VEGFA VPS26B VPS29 VPS72 VPS9D1 VPS9D1-AS1 VTA1 WDFY2 WDR43 WDR6 WDR74 WDR81 WDR87 WNT10A XIST XPO1 XPOT YARS1 YBX3 YDJC YJU2 YLPM1 YME1L1 YTHDF3 YTHDF3-DT YWHAE ZBTB4 ZC3H15 ZC3HAV1 ZFP36L2 ZFX ZFX-AS1 ZGPAT ZKSCAN2 ZNF121 ZNF131 ZNF202 ZNF207 ZNF239 ZNF3 ZNF37A ZNF441 ZNF442 ZNF444 ZNF460 ZNF551 ZNF558 ZNF574 ZNF587B ZNF589 ZNF598 ZNF680 ZNF692 ZNF692-DT ZNF701 ZNF736 ZNF785 ZNF839 ZNF879 KDM1B_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KDM1B_TARGET_GENES ACOX1 ACSS2 AFP AGBL5 AGBL5-AS1 AKAP7 ANKRA2 ANKRD44-IT1 ARMC8 ARPC5 ATG14 ATP5F1A ATP5PBP1 BCL2L13 C11orf65 C2CD5 C2orf42 CAD CCDC54-AS1 CEP76 CEP95 CFAP418 CLCN7 COX6B1 CPLANE1 CPSF6 CRLF3 CTNNA1 CWC27 DCBLD1 DDX42 DHX16 DHX36 DLG1 ECT2 EPB41L2 EWSR1 EXT2 FMC1 FMC1-LUC7L2 FN1 GDPD1 GORAB GPBP1 GPR160 GPR35 H3P39 HAUS6P2 HECTD1 HJV HSPA6 HUWE1 ICE2 IFRD1 IL1R1 ILF2 ITGA4 KAT7 KHDC4 KIFC3 KMT2E KYNU LAMB1 LAMTOR5 LAMTOR5-AS1 LDHA LGI3 LIMD1-AS1 LINC00649 LINC00691 LINC00917 LINC01623 LINC02058 LINC02136 LINC02739 LPP LRAT LYRM7 MAP3K20 MAPK6 MAT1A MCFD2 MDM1 MED13 MED16 MIR548AP MIR924HG MYNN NARS1 NCAPD2 NCSTN NEK3 NKTR NOP58 NUP214 OCEL1 PABPC4 PABPC4-AS1 PAWR PBLD PCBP2 PGD PIGG PLXDC1 PNN POLR3E PPEF1 PPP3CB-AS1 PRMT5 PRMT5-AS1 PRMT5-DT PRMT5P1 RAPGEF2 RBM39 RELN REV1 RGS3 RHOT1 RNF14P3 RNU6-1081P RNU6-191P RNU6-402P RNU6-661P RNU6-698P RNU6-8 RNU6-9 RNU6ATAC RNY4 SACM1L SCMH1 SEC24B-AS1 SELENOP SERGEF SETX SF3A3 SF3B3 SFTPC SHF SLC20A2 SLC25A3 SNORA53 SRRM1 STOX2 SUZ12P1 TAFA1 TBCK TBX3 TIA1 TNRC6A TOGARAM2 TRIM7-AS2 UBAP2L UBN2 UGGT1 USB1 VTRNA1-1 VTRNA1-2 VTRNA1-3 XPO1 XPO5 ZBTB38 ZDHHC7 ZNF106 KLF14_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KLF14_TARGET_GENES ACP2 ACSBG2 ADAM15 ADAP2 AGK AGK-DT AJUBA AJUBA-DT AKIRIN2 ALKBH3 ANAPC5 ANKRD24 ANKRD40 ANO8 ARHGAP1 ARHGEF12 ARID1A ARMT1 ARRB1 ATP4A ATP5MF ATP5MF-PTCD1 AURKAIP1 B4GAT1 B4GAT1-DT BANF1 BLOC1S1 BORCS8 BORCS8-MEF2B BRD3OS BRF2 BRPF1 BRWD1 BRWD1-AS2 C17orf75 C1orf74 CASZ1 CATSPERG CCDC144BP CCDC57 CCNE1 CCNG2 CDK4 CDK5RAP3 CELF3 CNDP2 COLGALT1 COX11 CPSF1 CPT1C DMAP1 DPY19L4 DRG2 EARS2 EDC4 EFNB3 EGLN2 EIF1AD EIF2D EN2 ENPP3 ENSG00000247416 ENSG00000259881 EPB41L4A-AS1 ERLIN2 EXD3 EXOC3L4 FAAH FAM131A FAM21EP FAM83E FBXO31 FBXW8 FCHO1 FRA10AC1 GABARAP GAS5 GCLC GEMIN7 GFI1B GFY GNAL GSTCD GTPBP3 HAUS8 HAX1 HIVEP3 HMG20B HMGB1 HSPD1 HSPE1 HSPE1-MOB4 IBA57 INO80B INO80B-WBP1 INO80C INTS12 INTS14 ISLR2 ITGA7 JMJD4 JPT2 KBTBD4 KCNIP2 KCNJ4 KCNN1 KCTD13 KCTD13-DT KCTD5 KMT2D LINC00431 LINC00957 LINC01237 LINC01547 LINC01775 LINC02593 LMX1B LMX1B-DT LRP6 LRRC4B LZIC MAP1LC3B MAP2K2 MARCHF8 MARK4 MBTPS2 MED23 MEGF8 METTL9 MFSD12 MKRN2 MNT MRPL4 MRPL44 MRPS15 MTMR9 MYLIP MYO9B NAT9 NBPF19 NCAM1 NCOA4 NDUFS3 NDUFS7 NLE1 NMNAT1 NOP16 NOSIP NOXA1 NR1H2 NR1H3 NSFL1C NUP43 PAFAH2 PCIF1 PI4KA PINK1 PISD PKM PLCH2 POLE PRDM8 PRRG2 PRXL2B PTCD1 PTOV1 PTOV1-AS1 PUF60 PXMP2 RASA4CP RBM28 REXO4 RFXANK RMND1 RNU7-27P RPS7 RTEL1 RTEL1-TNFRSF6B SCAND3 SEC13 SELENOH SEMA6A SH2D3C SIRT6 SLC24A1 SLC39A3 SLC8A2 SLX9 SMARCD2 SMG1P3 SMG7 SMG7-AS1 SMG8 SNAP29 SNAP47 SNHG7 SNORA13 SPOCD1 SRSF10 STAT3 STMN3 STOML1 STX16 STX16-NPEPL1 STX18 STX18-AS1 STXBP4 SUZ12P1 SVOP SYT7 TAGLN2 TBC1D13 TBC1D2B TCF3 TEFM TJP3 TLE6 TLR5 TMEM104 TMEM242 TMEM242-DT TNPO3 TOP3B TPI1P2 TRDMT1 TRNAU1AP TSC1 TTBK2 TTC4 UBE2H UBE2H-DT UBE2Q1 UBFD1 UCKL1 USP30 USPL1 VPS51 VPS9D1 VTRNA1-1 WASHC2A WDR11 WDR11-DT XKR6 YIF1B ZBED9-AS1 ZBTB37 ZCCHC2 ZER1 ZMPSTE24 ZMPSTE24-DT ZNF205 ZNF213-AS1 ZNF276 ZNF391 ZNF408 ZNF581 ZNF839 KLF7_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KLF7_TARGET_GENES AAAS AAGAB ABCC10 ACAA2 ACADSB ACO2 ACOX1 ACTG1 ADAM15 ADAP2 ADAT2 ADD2 ADD3 ADGRE5 AFF4 AFF4-DT AGA AGBL5 AGBL5-AS1 AGGF1 AHCYL2 AJUBA AJUBA-DT AK6 ALDOA AMN1 ANKRD12 ANKRD16 ANKRD28 ANKRD40 ANO8 ANP32B AP1G2 AP3M2 AP4M1 APOM APOOL ARHGAP28 ARHGAP45 ARL6IP1 ARPP19 ASAP3 ASH2L ASXL1 ATAD2 ATAD3A ATF5 ATG13 ATP5MF ATP5MF-PTCD1 ATP5PD ATP6V1G2 ATP6V1G2-DDX39B ATRIP ATXN2L AVPI1 B4GALT5 BAG6 BANF1 BBS1 BBX BCAT2 BECN1 BEND6 BHLHE40 BIRC5 BLOC1S1 BMS1P4 BMS1P4-AGAP5 BNIP2 BORCS5 BPTF BRD2 BRF2 BRMS1L BRPF1 BRWD1 BRWD1-AS2 BUD31 C11orf80 C12orf75 C12orf76 C17orf75 C19orf38 C1QL4 C1orf159 C21orf62-AS1 C6orf141 C6orf52 CA5BP1 CACNB1 CACTIN CALM2 CAP1 CAPNS1 CARS2 CASC3 CASC9 CAST CASZ1 CATSPERG CAV1 CBR3-AS1 CBX2 CBX4 CCDC77 CCDC88A CCDC97 CCNDBP1 CCNE1 CCNI CCNL1 CCNT1 CCNT2 CCNT2-AS1 CCT8 CD2AP CD2AP-DT CD2BP2 CD9 CDC42 CDC42EP4 CDC42SE1 CDCA2 CDHR2 CDIP1 CDIPT CDIPTOSP CDK4 CEBPA CEBPG CECR2 CELSR1 CENPJ CENPO CENPQ CEP112 CEP120 CERNA3 CEROX1 CERT1 CFAP298 CFAP298-TCP10L CFL1 CHCT1 CHEK1 CHFR CHFR-DT CHMP1A CHMP3 CHRNB1 CIC CLIC4 CLPTM1 CLTC CLUAP1 CMSS1 CNIH3 CNOT4 CNPPD1 COASY COL1A1 COLGALT1 COMTD1 COPS5 COPS7A COPS7B COQ8B COX16 CPEB4 CPOX CPPED1 CPSF3 CPT1C CRBN CREBL2 CSNK1D CSPP1 CSTPP1 CTC-338M12.4 CTNNA1 CTNNA1-AS1 CTNNB1 CTSA CUL4A CYP1A1 DAB2IP DCLK1 DCP1A DCTN6 DCTN6-DT DDX1 DDX3X DDX46 DDX54 DENND3 DENND3-AS1 DENR DHDDS DISC1 DLEU1 DLK2 DMAP1 DNAH2 DNAJC25 DNAJC25-GNG10 DPCD DPP8 DPP9 DPY19L4 DPYSL2 DRG2 DST DST-AS1 DTWD1 DUS1L DYNC2I2 DYNLT1 DYRK1B EDC4 EFCAB14 EFNB3 EGLN2 EIF1 EIF1AD EIF2S3 EIF4A3 EME1 EML2 ENDOV ENO3 ENPP3 ENSG00000230021 ENSG00000232995 ENSG00000247416 ENSG00000259881 ENSG00000261398 ENSG00000263080 EPM2AIP1 ERBB3 ERCC5 ERLIN2 ERP44 ETS2 ETV2 ETV4 EXD2 EXD3 EXOC2 EXOSC10 EXOSC3 FAAH FAAP20 FAM168A FAM200B FAM21EP FAM227B FAM241B FAM83E FAR1 FBH1 FBXL5 FBXO5 FBXW7 FBXW8 FEM1B FGD6 FNTA FRA10AC1 FXYD5 FZR1 GABARAP GABARAPL1 GABBR1 GABPB2 GALNT16-AS1 GANC GARRE1 GAS5 GASAL1 GATA6 GATA6-AS1 GATAD2B GBA1 GEMIN5 GEMIN8 GFI1B GFM2 GGNBP2 GINS1 GINS3 GLI3 GLT8D2 GLUD1P3 GNAI3 GNAL GNB2 GNE GNG12-AS1 GOLGA3 GOLM2 GOLT1B GPRC5A GPX1 GRK6 GSE1 GSPT1 GSTCD GSX1 GTF2H4 GTF3C5 GTPBP3 GUSB H2AC25 HARBI1 HAUS2 HBS1L HCFC2 HEATR5A HEATR5A-DT HEXIM2 HEXIM2-AS1 HIRA HM13 HMGB1 HNRNPD HNRNPD-DT HNRNPK HNRNPL HNRNPUL1 HOXB3 HSPB6 HSPD1 HSPE1 HSPE1-MOB4 HTATSF1P2 HUS1 HYAL3 ICE1 IER5L-AS1 IKZF5 IL12A IL4I1 IMMT INKA2 INO80B INO80B-WBP1 INO80C INTS12 INTS14 INVS IPO4 IQCH IQGAP3 IRF9 ITGA7 ITGB1BP1 IZUMO4 JPX KANSL3 KAT6B KATNAL1 KBTBD4 KCNH2 KCNIP2 KCNJ4 KCTD10 KCTD5 KCTD7 KCTD9 KDM3A KDM5A KDM5C KIAA1586 KIFBP KLC1 KLHDC9 KLHL20 KMT2A KMT2D KNTC1 KPNB1 KPNB1-DT KRAS KRT8 KRTCAP2 LAMP1 LAMTOR5 LAMTOR5-AS1 LARGE1 LGALS1 LINC00431 LINC00662 LINC01144 LINC01237 LINC01275 LINC01409 LINC01547 LINC01775 LINC02026 LINC02352 LINC02361 LINC02768 LINC02960 LINC02987 LMF1 LMF2 LMNB1 LMNB1-DT LNP1 LOC101929566 LOH12CR2 LRFN4 LRP6 LRRC1 LRRC37A5P LRRC57 LRRC59 LRRFIP2 LSG1 LSR LTA4H LTBP4 LYPD5 LZIC MACIR MAD2L2 MALAT1 MAN2C1 MAP2K2 MAP3K14-AS1 MAP3K21 MARCHF6 MARCHF6-DT MARCHF8 MARK1 MARS1 MAZ MBD2 MBD6 MC1R MCAM MCEE MCF2L MCM7 MECR MED23 MET METTL15 METTL2B MIB1 MIB2 MICAL3 MICU1 MIPEP MIR4453HG MIR4530 MIR5188 MIR548AW MIR5695 MIR615 MIR6781 MLH1 MMUT MNT MOB3A MPHOSPH10 MPLKIP MRPL16 MRPL27 MRPL28 MRPL39 MRPL40 MRPL41 MRPL44 MRPL48 MRPS31 MRPS31P4 MRPS31P5 MTA2 MTCO3P12 MTF1 MTF2 MTHFD1 MTHFD1L MTMR9 MTND5P11 MYL6 MYL6B-AS1 MYORG MZT2A MZT2B NAA80 NAGK NAT9 NBPF19 NCAM1 NCAPH2 NCOA3 NDUFA11 NDUFAF6 NDUFB7 NDUFS3 NDUFS7 NDUFV2-AS1 NEBL NEIL1 NEURL2 NFATC4 NFE2L1 NFE2L1-DT NFKBIL1 NHP2 NKAPD1 NME1 NME1-NME2 NMNAT1 NOL9 NOP16 NOXA1 NPHS1 NR2F1 NR2F6 NRAS NSA2 NSL1 NUF2 NUP155 NUP62 OGG1 OSER1 OSER1-DT OTUD7B PAFAH1B2 PAFAH2 PAK1IP1 PANX1 PARP4 PAXBP1 PBX3 PBX3-DT PCGF3-AS1 PCID2 PCLAF PCSK1N PDAP1 PDCD6 PDCD6-DT PDCD6IP PDCD6P1 PDE6D PDXK PEF1 PEF1-AS1 PEMT PEPD PEX3 PFKL PFN1 PHF12 PHF20 PHF5A PI4KA PICALM PIDD1 PIF1 PIFO PIH1D2 PIK3R1 PIM1 PINX1 PINX1-DT PIPOX PISD PIWIL4 PKMYT1 PKP2 PLD6 PLEKHG4B PLEKHM1 PLIN3 PMP22 PNMA2 PNPLA7 POFUT2 POLDIP3 POLK POLR3B POLR3H POMT1 PPCDC PPID PPP1R12A PPP1R14C PPP1R18 PPP1R35 PPP1R3E PPP2CA PPP2CA-DT PPP2CB PPP2R1A PPP2R2A PPP2R3C PPP2R5B PPP3CB-AS1 PPT1 PRDX1 PRELID2 PRKAA1 PRKAB2 PRORP PROSER3 PRPH PRPSAP1 PSD2-AS1 PSIP1 PSMD9 PSMF1 PTCD1 PTGES3 PTMS PTP4A2 PTPN18 PTPN21 PTRHD1 PUF60 PWP1 RAB11A RABAC1 RABGEF1 RAC1 RACGAP1 RAD17 RAD51 RAD51-AS1 RAD52 RANBP1 RBAKDN RBFOX2 RBM28 RBM3 RBPJ RBSN RCOR1 RDX RECQL RETREG2 REXO4 RFX2 RGS5 RHOA RHOC RIF1 RITA1 RMI1 RMI2 RNF213-AS1 RNF32 RNF32-DT RNF38 RNF43 RNU12 RNU7-27P RP2 RPL22 RPL27 RPL29 RPL37 RPL37A RPL37A-DT RPL38 RPL41 RPLP2 RPS14 RPS20 RPS26 RPS7 RPS8 RRAGC RRAGC-DT RRP15 RSRC2 RSRP1 RTN4 RUVBL1 S100A2 S100A4 SAE1 SAMD4B SCAF1 SCAP SCAPER SCARNA17 SCFD1 SDE2 SDHAF3 SEC13 SEC31A SELENOH SELENOW SEMA6A SENP6 SERTAD3 SERTAD3-AS1 SETD4 SETD5 SF3A3 SFSWAP SGMS1 SH2B3 SH2D3A SIN3B SLBP SLC15A4 SLC24A1 SLC25A45 SLC25A53 SLC25A6 SLC27A4 SLC33A1 SLC36A1 SLC39A3 SLC41A2 SLX9 SMAD2 SMARCD2 SMG1P3 SMG7 SMG7-AS1 SMG8 SMIM14 SMIM14-DT SMPD4 SNAP29 SND1 SNHG11 SNHG12 SNHG17 SNHG22 SNHG7 SNIP1 SNORA16A SNORD54 SNORD55 SNRPE SOCS1 SOS1 SOX8 SPACA9 SPATA33 SPRED2 SPRY4 SPRY4-AS1 SPTAN1 SRCIN1 SRSF1 SSBP1 ST13 STARD3NL STARD4 STAT3 STAT6 STMN3 STX11 STX16 STX16-NPEPL1 STX18 STX18-AS1 SUGCT SUZ12P1 SVIL SVIL-AS1 SYCE2 SYK SYNC SYNPO2 SYT7 TACO1 TAF3 TAF9 TAGLN2 TAMM41 TAS1R1 TATDN3 TBC1D13 TBC1D15 TBC1D19 TBRG4 TCF3 TCTA TEFM THUMPD3-AS1 TIMM29 TJP3 TLCD3B TLE2 TM2D1 TMBIM6 TMED1 TMEM102 TMEM104 TMEM181 TMEM200B TMEM222 TMEM242 TMEM242-DT TMEM41A TMEM87A TMSB10 TNFAIP8 TNK2-AS1 TNNT1 TOB1 TOB1-AS1 TOB2 TOP3B TPK1 TPT1 TPT1-AS1 TRABD TRAF4 TRDMT1 TRIB1 TRIM37 TRIM46 TRIP4 TRMT2A TSC1 TSC22D4 TTC1 TTC33 TTC4 TUBA1A TUBA1C TUBB2A TYMS UBA52 UBB UBC UBE2A UBE2H UBE2H-DT UBE2L3 UBE2S UBE2Z UBE3B UBTD2 UCKL1 ULBP1 UNC13B UQCC6 URM1 USE1 USP30 USP31 USP32 USP45 USPL1 UTP3 VARS1 VARS2 VDAC3 VEZT VGLL4 VIM VIM-AS1 VMAC VPS25 VPS51 VPS72 VSIG10 VTN WASF2 WASHC2A WDR11 WDR11-DT WDR13 WDR24 WDR31 WDR36 WDR43 WDR76 WEE1 WEE2-AS1 WIZ WNT10B WTAP XKR6 XPNPEP3 YIF1B YIPF2 YJU2 YKT6 YWHAB ZBTB37 ZBTB40 ZBTB45 ZC3H4 ZCCHC2 ZCCHC24 ZER1 ZFP28 ZFP28-DT ZFP30 ZFP36 ZFYVE1 ZKSCAN2 ZMIZ1-AS1 ZMPSTE24 ZMPSTE24-DT ZMYM1 ZMYM6 ZNF133 ZNF165 ZNF181 ZNF205 ZNF213-AS1 ZNF217 ZNF233 ZNF335 ZNF354A ZNF391 ZNF503 ZNF503-AS2 ZNF561 ZNF561-AS1 ZNF569 ZNF570 ZNF581 ZNF585B ZNF609 ZNF621 ZNF629 ZNF76 ZNF793 ZNF793-AS1 ZNF839 ZNF892 KMT2D_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KMT2D_TARGET_GENES AADACP1 ABCA10 ABCB5 ABCB9 ABCC3 ABHD17C ACSL4 ACTN1 ACTR3-AS1 ACTR3B ADAM10 ADAM28 ADAT3 ADD3 ADGRB2 ADGRB3 AGPS AJUBA AK4 AK5 AKAP6 AKIRIN1 ALDH16A1 ALDH3B2 AMOTL1 ANG ANK2 ANKFY1 ANKRD11 ANKRD2 ANKRD22 ANXA8 ANXA8L1 AP2A1 AP2A2 APBA3 APCDD1L AQP10 ARHGAP24 ARHGAP32 ARHGEF19 ARHGEF9 ARNT ARNT2 ARPP19 ARRDC1 ASCC2 ATF7IP2 ATG4C ATP1A1 ATP2A2 ATP2C1 ATP5MC3 ATP5MGP8 ATP8B1 ATXN10 AURKAP2 AXL B4GALT6 BAG3 BAIAP2 BAP1 BARHL1 BAZ2B BCL3 BEX2 BMI1 BMP1 BRD2 BRWD1 BRWD1-AS2 C15orf62 C17orf99 C19orf25 C1RL C2orf42 C2orf76 C8G CA13 CABLES2 CAPN1 CAPN8 CAPS2 CASP4 CASTOR1 CBX3 CCAR2 CCDC144A CCDC85C CCM2 CCNE1 CCNL1 CCNT1 CCR3 CD200R1L-AS1 CD36 CD82 CD83 CDC42EP1 CDH23 CDHR2 CDK5RAP2 CFAP418 CFDP1 CHEK2 CHMP6 CKAP2 CLASP1 CLCA4 CLDN6 CLN6 CLPP CNIH3 COA1 COL6A2 COL6A2-DT COL7A1 COMT COQ8B CORO1C COTL1 CPVL CROCC CSAD CSNK1E CST9LP2 CSTA CTNNBIP1 CTPS1 CTSD CTXN2 CTXN2-AS1 CUEDC1 CUL3 CXADR CXXC4 CYB5R1 DAAM1 DAG1 DAGLB DBI DCLK1 DDR1 DDR1-DT DDX60 DELEC1 DERA DHODH DHRS3 DIAPH1 DIS3L2 DLC1 DNAAF5 DNAJB2 DNAJB4 DNMBP DOCK7 DOK7 DOT1L DST DUSP6 DYNLL1 E2F7 EAF1-AS1 EAF2 EDEM1 EEF1A1 EEF1A1P5 EFCAB13-DT EFNA1 EGFR EHD1 EHD2 EHF EIF2S3 EIF4A1 EIF5A2 ELF4 EMC4 EML2 ENO3 ENSG00000204684 ENSG00000227496 ENSG00000230021 ENSG00000234647 ENSG00000250041 ENSG00000250685 ENSG00000253452 ENSG00000255476 ENSG00000257746 ENSG00000265246 ENSG00000266401 ENSG00000268460 EPB41L2 EPB41L4A EPCAM EPDR1 EPGN ERCC1 ERCC4 ERFE ERP27 ESCO1 ESRG ETV4 EVPLL EXTL3 EYS FAM135A FAM13A FAM149B1 FAM193A FAM222A FAM230G FAM76A FAM83A FAM83B FAM8A1 FASTKD5 FAT1 FAT3 FBXO27 FBXW5 FHOD3 FLG-AS1 FLNA FMN1 FMO9P FNDC11 FOXO3 FRAT2 FRMD4B FRMPD2 GABARAPL2 GABRE GAD1 GADD45GIP1 GARNL3 GATAD2B GDF15 GHET1 GHITM GNA15-DT GNG7 GPC1 GPR141 GREB1 GRHL3 GRSF1 GSE1 GSTA4 GTF2H4 GTPBP3 H3C9P HAP1 HBP1 HCAR2 HEATR3 HEBP2 HEXIM1 HHAT HIVEP1 HIVEP2 HJV HK1 HM13 HMGN4 HMOX2 HNRNPD HNRNPD-DT HNRNPK HNRNPU HOMER3 HOMER3-AS1 HOPX HOXA4 HPS1 HR HRAS HRCT1 HRH1 HSD17B3 HSD17B6 HTR5A ICAM4 ICMT IFI16 IFRD1 IGF2BP3 IGSF9 IKBKB-DT ILF2 INPPL1 IQANK1 ITGA3 ITGB5 ITPR2 ITPRIP-AS1 KAT6A KATNBL1P5 KCNG3 KCNH2 KCTD1 KDSR KLK6 KLK9 KMT2A KMT2D KNL1 KRBA1 KRBA2 KRT5 KRT7 KRT8 LAMA3 LAMTOR3 LASTR LEMD1 LEXM LFNG LIMA1 LIMASI LIMS1 LINC00111 LINC00112 LINC00240 LINC00479 LINC00886 LINC00938 LINC00963 LINC00993 LINC01133 LINC01144 LINC01181 LINC01229 LINC01275 LINC01350 LINC01358 LINC01503 LINC01513 LINC01531 LINC01556 LINC01588 LINC01623 LINC01671 LINC01704 LINC01719 LINC01758 LINC01764 LINC01919 LINC01920 LINC01932 LINC01962 LINC02098 LINC02136 LINC02205 LINC02336 LINC02354 LINC02541 LINC02595 LINC02709 LINC02739 LINC02846 LINC02868 LINC02934 LINC02984 LINC03033 LONRF3 LPP LRP5L LRRC28 LRRC7 LRRFIP2 LTA4H LTBP3 LUARIS LZTS2 MACROD2 MAL2 MALAT1 MANBAL MAP3K4 MARCKSL1P2 MBNL3 MCC MCF2L2 MDFI MDM4 MED24 MEGF10 MEIS2 MEMO1 MFAP5 MFGE8 MFSD4A MGAT1 MIDN MINDY1 MIR203A MIR2117HG MIR3649 MIR4492 MIR4521 MIR4999 MIR5087 MIR5684 MIR7-3 MIR7-3HG MLLT1 MORF4L1 MPG MPIG6B MPZL2 MR1 MRPL35 MRPL45P2 MRPL54 MRPS31P4 MRPS31P5 MT2P1 MTA2 MTA3 MTND5P11 MTUS1 MVB12A MYCBPAP MYH9 MYH9-DT MYL12B MYNN MYO18B MYOSLID MYOT NAA38 NABP1 NANOS3 NAV1 NAV2 NCAM2 NCOA7 NDST1 NDST1-AS1 NDUFAF5 NDUFS4 NDUFS7 NDUFV2 NEAT1 NECTIN4 NECTIN4-AS1 NFE2L2 NFKBIA NIBAN2 NICN1 NLRX1 NMRAL1 NPAS1 NPIPB8 NREP NRF1 NRP1 NSMAF NXN OMG OR10AC1 OR7A5 OR7E104P OR9G1 OSGIN2 OVOL1 PA2G4P4 PACERR PAK6 PALMD PALS1 PATJ PAXX PBX1 PCCB PCDH1 PCDH9 PCF11 PCSK7 PDCL PDCL3 PDHX PFAS PGK1 PHACTR4 PHF19 PHLDB1 PHLDB2 PHYHIP PIK3CA PINLYP PIP4P2 PITPNM1 PIWIL2 PKM PLB1 PLD1 PLEC PLEKHF1 PLEKHG1 PLEKHG2 PLEKHG3 PLEKHG4 PLOD2 PLXNA3 PLXNB2 PMVK PNRC1 POLDIP3 POTEH POU2F3 PPAN PPAN-P2RY11 PPARGC1A PPIA PPM1L PPP1R37 PPP2R5A PRIM1 PRKCD PRKCE PRKCE-AS1 PRKCH PROSER2-AS1 PRR15 PRSS22 PRUNE1 PSMB3 PTAFR PTGS2 PTMA PTPA PTPN11 PTPN11P4 PTPN9 PTPRF PYM1 RAB11B RAB3IP RAB40AL RABEPK RAC1 RAD23B RANBP1 RAPGEF5 RAPGEFL1 RBBP8 RBBP8NL RBIS RBM17 RBM39 RCC1 RCOR3 RDH10 RETREG3 RFFL RFX1 RFX2 RGMA RGS17P1 RGS20 RHBDF1 RHOBTB2 RHOBTB3 RIC3 RICTOR RIMKLB RMI1 RN7SKP192 RNA5SP334 RNA5SP354 RNA5SP402 RNA5SP60 RNASE4 RNF214 RNF217 RNF24 RNF39 RNF43 RNU11 RNU12 RNU4-1 RNU4-2 RNU4ATAC RNU5A-1 RNU5B-1 RNU6-1 RNU6-100P RNU6-1245P RNU6-263P RNU6-380P RNU6-925P RNU6ATAC32P RNVU1-14 RNVU1-21 RNVU1-27 RNVU1-6 RNY1 RPA3 RPL30P3 RPL31P43 RPL32P30 RPL35AP RPL37A RPL39P5 RPRD1A RPS21P4 RPS26P29 RPS29 RPS5 RPS7P1 RRAS2 RSU1 RXRA S100A11 S100A12 S100A2 SAA1 SAMD1 SAP30BP-AS1 SBDS SBNO2 SCAMP4 SCAT8 SCNN1A SEM1 SEMA3F SEMA4B SEPTIN9 SERPINB13 SERPINF1 SFTA1P SGK1 SH3PXD2A-AS1 SH3PXD2B SH3RF2 SIL1 SIPA1L1 SLC12A1 SLC1A4 SLC25A44 SLC25A6 SLC2A1 SLC35F2 SLC37A2 SLC44A1 SLC44A2 SLC46A1 SLC48A1 SLPI SMAD3 SMAD3-AS1 SMAD6 SMAD7 SMARCD2 SMU1 SNAP25-AS1 SNCG SNHG3 SNORA48 SNORD3A SNUPN SOCS5 SOX6 SPAG4 SPATA12 SPATS1 SPIN1 SPRY1 SPTBN2 SQSTM1 SRP68 SRRM3 SRSF3 SSBP2 SSBP3 SSH3 STAG2 STAG2-AS1 STAU2-AS1 STK25 STX19 SUN1 SUNO1 SYNCRIP SYT8 SYTL1 TASOR2 TBC1D22A TBL1X TBL1XR1 TCEANC2 TESMIN TFEB TGFBI THADA THEG THOC7 TIA1 TIGD2 TINAGL1 TIPARP TJAP1 TJP2 TKT TLE4 TMBIM1 TMBIM6 TMEM105 TMEM127 TMEM200B TMEM214 TMEM253 TMEM40 TMEM95 TMPO-AS1 TMPRSS11F TMPRSS4 TNFAIP3 TNIP1 TNRC18 TOR1A TP53 TPST2 TRABD TRAF4 TRAF7 TRAJ7 TRAPPC8 TRIB1 TRIB3 TRIM29 TRIM7-AS2 TRIOBP TRIP11 TRMT2A TRMT9B TRPV3 TSKU TSPAN1 TTI2 TTK TXNL1 TXNP5 TXNRD2 TYSND1 TYW1 UBA1 UBE2E3 UBE2E3-DT UBE2V2 UBE4B UBOX5 UGT1A6 UNC13D UNC93B1 USP22 USP3 USP31 USP34 USP34-DT USP40 UXT UXT-AS1 VAC14 VANGL2 VARS2 VGF VIPR2 VPS53 VPS72 VTRNA1-1 VTRNA1-3 VWA7 VWC2L WDPCP WDR26 WDR74 WNT10A WNT5B WSB2 WWTR1 XDH XKR8 XPO5 XRCC1 XXYLT1 YAP1 YBX3 YTHDF2 ZBED6 ZBTB17 ZBTB20 ZBTB7C ZC3H12A ZFAND6 ZFAT ZFP62 ZMYND8 ZNF184 ZNF219 ZNF280C ZNF362 ZNF395 ZNF638 ZNF746 ZNF76 ZNF839 LAMB3_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAMB3_TARGET_GENES ENSG00000229699 ENSG00000236817 FMN2 HBG2 KBTBD4 LINC01596 LINC01741 LINC02782 LMNA MIR302E MIR4477A MSNP1 MT-TP NDUFS3 OR2T33 OR5M4P TUBB8P6 ZC3H11B LAMTOR5_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAMTOR5_TARGET_GENES MT-TA MT-TC MT-TE MT-TN MT-TP MT-TT MT-TY MTCO3P12 LCORL_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LCORL_TARGET_GENES ABCA11P ABCC11 ACAA1 ACSL6 ACTMAP ACTN1 ACTN1-DT ADAR ADH4 AHNAK AHR AHSG AIDA AJUBA AJUBA-DT ALAS1 ALDOC ALKBH3 AMACR AMPD2 ANAPC10P1 AP2A2 API5 APP ARHGEF10L ARID4A ARNT ARSF ARVCF ATAD2 ATOSB ATP2B4 ATP5MC1 ATP8B3 B3GNT2 B4GALT3 BABAM1 BAX BAZ2A BCAN-AS2 BCAR3-AS1 BCKDHA BPHL BROX BTF3-DT C19orf47 C19orf48P C2 CA1 CAMK1 CAMK2N1 CANT1 CAPN10 CAPN10-DT CASC22 CASP9 CBFA2T2 CBX4 CCAR1 CCAR2 CCDC191 CCDC59 CCT2 CD5 CDC27 CDKL3 CENPJ CEP112 CEPT1 CFI CHMP4A CHN2 CHST4 CIITA CLASP1 CLCN5 CLCNKB CLDN19 CLPX CLTA CMTM8 CNDP2 CNGB1 CNOT10 COX16 CPD CPSF7 CREBZF CRYZ CTSB CUL5 CYP20A1 CYP4F12 CYP4F3 DCAF13 DCDC2 DCHS2 DERL2 DGCR8 DHPS DICER1 DICER1-AS1 DIS3L DIS3L-AS1 DNAAF10 DNAJC16 DNAJC19P7 DOCK7 DVL2 EEF1D EFHB EIF2D EIF2S2P5 EIF3H ELF2P3 EMC2 EME1 EML1 ENO3 ENSG00000233230 ENSG00000248318 ENSG00000253196 ENSG00000255585 ENSG00000260288 ENSG00000275465 EPC1-AS1 EPC1-AS2 ERBB3 ERGIC2 ETDC EXOSC5 F12 FAAP20 FAM107B FAM169A-AS1 FAM20B FAM221A FAM86FP FAM98B FAXDC2 FBXO44 FCER2 FEM1A FGA FGD2 FGD4 FGF1 FMO1 FN1 FN1-DT FNBP1P1 FNDC3A FNIP2 FRAS1 FRMD4B FUT5 GABARAP GABRE GCHFR GEMIN8P4 GLA GNB2 GNB5 GOSR2 GOSR2-DT GPR155 GPR155-DT GPR35 GRAMD2B GRK6 GTPBP2 GUCD1 HECTD1 HERC5 HGD HIF1AN HMG20A HMGN3 HNMT HNRNPA1P30 HNRNPH2 HOXC5 HOXD11 HPCAL1 HPDL HPF1 HPN HPR HSP90AB1 HSPB1 HYAL3 IFI44L IGF1R IL1RN ILF3 ILF3-DT ILVBL INHBE IQCG IQGAP2 IRX3 ISLR2 ITM2C KAT14 KAT5 KCNJ11 KCTD1 KDSR KLHDC3 KLHL12 KLHL9 KPNA1 LCA5 LCNL1 LGALS1 LIMD1-AS1 LINC00216 LINC00330 LINC00486 LINC00857 LINC01426 LINC01650 LINC01767 LINC01965 LINC02363 LYSMD3 LYZ LZTFL1 MAPKAPK3 MASP1 MBLAC1 MBNL3 MBTPS2 MDH1 MEA1 MEF2A METTL25 METTL2A METTL2B MIR4276 MIR4673 MIR5589 MIR99AHG MIRLET7BHG MIS12 MLXIPL MOK MPP2 MRPL17 MRPL27 MRPL46 MRPL52 MSL1 MTAP MTMR9 MTX3 MYCBP2 MYL11 MYL12-AS1 MYL12B NAA80 NCAPH NCOA7 NCOR2 NDEL1 NDRG2 NFIA NFIC NFIL3 NGEF NR2F1 NSD2 NT5DC3 NUP155 OS9 OSBPL9 OXA1L OXA1L-DT PCAT19 PCBP2 PDGFRB PDK2 PDK4 PDLIM1 PEAK1 PGAP1 PGGT1B PHLDB1 PICALM PIGP PIM1 PIPOX PKM PLBD2 PLD3 PLEKHB1 PLEKHM1 PNKD PNO1 POR PPARD PPARGC1A PPFIBP2 PPP1R9A PRKCE PROX2 PROZ PRPSAP2 PRR34-AS1 PSMA3-AS1 PSMB5 PSMB6 PSMD1 PSME3IP1 PTDSS2 PTRH1 QTRT2 RAB26 RAB37 RAB5A RACGAP1 RAPGEF6 RASA2 RASSF4 RBM15 RBM15-AS1 RBM41 RBPMS-AS1 RC3H2 RCL1 RFFL RGS20 RIC1 RIMOC1 RIN1 RIPOR1 RMI2 RN7SKP106 RN7SL387P RN7SL743P RNA5SP349 RNU11 RNU4ATAC RNU6-391P RNU6-599P RNU7-13P RNVU1-19 RNY4P10 ROCK2 RORC RPF1 RPL21P130 RPL35A RPL37A RPL37A-DT RPRD1B RPS6KC1 RPS6P8 RSPRY1 RXRB SAA4 SACM1L SALL1 SCAP SCD SDHAF2 SEH1L SERPINA11 SFSWAP SH2D4A SH3RF1 SHLD1 SLC13A3 SLC16A5 SLC22A9 SLC25A32 SLC33A1 SLC44A1 SLC45A4 SLC5A5 SLC7A2 SLC7A7 SLCO2B1 SLCO4A1 SLCO4A1-AS1 SMG6 SMG7 SMG7-AS1 SMG8 SNRPA SNRPB SNRPB2 SNRPD3 SOAT1 SOX6 SPACA7 SPRED1 SPRED2 SRPK1 SRSF5 SSBP1 ST14 ST3GAL2 STKLD1 STN1 SYT12 TADA1 TAF1 TAF2 TBC1D10B TENT2 TFCP2 TFG THBS4 TK1 TLK2 TM9SF4 TMA16 TMCC1 TMEM123 TMEM18 TMEM18-DT TMEM33 TMPRSS6 TNPO2 TNS1 TPRKB TRAF2 TRDMT1 TSPAN4 TTC22 TTC3 TTC4 TTPAL TYW3 UBA5 UBE2B UBE2Q1 UBE2Q1-AS1 UBLCP1 UGT2B4 USF1 USP47 USP54 UTRN VCP VPS72 VWA7 WDPCP WDR36 WEE2-AS1 YBX3 ZBTB38 ZFY ZNF12 ZNF175 ZNF217-AS1 ZNF280A ZNF326 ZNF419 ZNF530 ZNF689 ZNF695 ZNF721 ZNF827 LHX2_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LHX2_TARGET_GENES AADACP1 AADAT AAGAB AARS2 ABCB8 ABCC3 ABHD2 ABI3BP ABR ABT1 ABTB3 ACAD9 ACBD4 ACOT8 ACOX1 ACTB ACTL6A ACTR1A ACYP2 ADAM15 ADAMTS7P4 ADAP1 ADGRA3 ADGRF4 ADGRG6 ADO ADORA1 AFG1L AHCYL2 AHSA1 AIDA AIMP1 AIMP2 ALDH18A1 ALDH1A2 ALG1 ALG5 ALKBH2 ALKBH7 ALKBH8 AMDHD1 AMN1 AMOTL2 ANGEL1 ANKAR ANKRD11 ANKRD13D ANKRD24 ANKRD40CL ANXA2 AP3S2 APH1B APPL2 APTX AQR AREL1 ARHGAP1 ARHGAP26 ARHGAP29-AS1 ARHGAP32 ARHGDIG ARHGEF1 ARL6IP1 ARMT1 ARNT ARPP19 ASAH1 ASAH1-AS1 ASTE1 ATAD2 ATG101 ATG5 ATP10B ATP5MC2 ATP5PF ATP6V1D ATPAF2 AURKA BAG4 BAZ1B BAZ2B BBIP1 BBX BCAR3 BCAS3 BCAT1 BCL11A BCL2L13 BCL2L14 BCL6 BET1L BLOC1S3 BMS1 BMS1P4 BMS1P4-AGAP5 BOD1L1 BOLA1 BRAF BRMS1 BROX BTF3L4 BUB1B C11orf24 C12orf57 C16orf46 C16orf46-DT C19orf44 C1orf105 C1orf109 C1orf21 C1orf226 C1orf56 C21orf62-AS1 C3orf38 C5orf52 C6orf141 C6orf226 C6orf52 C7orf50 C9orf72 CACYBP CADM1 CALCOCO1 CALR3 CAND1 CANX CAPG CAPN10 CAPN8 CAPZA2 CARD14 CASD1 CASP4 CASP8 CASP9 CATIP-AS1 CCDC126 CCDC146 CCDC15 CCDC159 CCDC163 CCDC174 CCDC175 CCDC18-AS1 CCDC191 CCDC192 CCDC25 CCDC38 CCDC47 CCDC59 CCDC66 CCDC86 CCDC9 CCDC93 CCNB2P1 CCNI CCPG1 CCT6B CD109 CD55 CDC14A CDC14B CDC27 CDC42EP4 CDC42SE1 CDC6 CDCA3 CDCA5 CDCA8 CDH17 CDH26 CDH3 CDIN1 CDIPT CDIPTOSP CDK12 CDK13 CDK8 CDKAL1 CDKN1B CDKN2C CDNF CEACAM1 CENPK CENPP CENPT CENPU CEP104 CEP112 CEP170 CEP170B CEP41 CEP76 CEP83 CFAP418 CFAP69 CFDP1 CFI CFLAR CGGBP1 CGRRF1 CHCHD6 CHD1 CHMP4B CHMP7 CHN1 CHRNB1 CHSY1 CIB2 CIRBP CKMT2-AS1 CLASP1 CLDN4 CLDN7 CLK2 CLN3 CLNS1A CLP1 CLPTM1 CLPX CLRN3 CLTC CNPY2 CNTNAP2 COL4A2 COL7A1 COPE COX14 COX15 COX7A2 COX7A2L CPEB4 CPOX CRACR2B CRYGC CRYZL1 CSGALNACT1 CSNK1G1 CSTF1 CTDP1 CTNS CTU1 CUL5 CUTA CUTC CUX1 CWC22 CXCL2 CYB561A3 CYB561D1 CYB561D2 CYP1B1 CYP2R1 CYP4F12 CYP51A1 CYRIB CYTIP DAXX DBNL DCAF16 DCAF17 DCAKD DCP1A DCUN1D4 DDX18 DDX27 DDX42 DDX47 DDX49 DEDD DEDD2 DENND3 DENND4A DERL2 DESI2 DFFA DFFB DGKQ DHDDS DHX30 DHX35 DIAPH1 DISC1 DLD DMKN DMXL1 DMXL2 DNAH11 DNAH7 DNAJB1 DNAJC14 DNAJC16 DNAJC17 DNAJC2 DNAJC7 DPH6-DT DRAIC DRC3 DRG2 DROSHA DSG1-AS1 DST DTNB DTWD1 DUS2 DUT DXO DYNC2I1 DYNC2I2 DYRK4 E2F2 ECI1 ECT2 EDC3 EEF1A1 EFCAB5 EFCAB7 EFL1 EFNA5 EGFR EGLN3 EGR1 EHD1 EIF2B4 EIF2S1 EIF3E EIF3K EIF4G2 ELL3 ELOC ELP3 EMC1 EMC10 EMC6 EMG1 ENC1 ENPP3 ENSG00000187186 ENSG00000221139 ENSG00000233230 ENSG00000246308 ENSG00000268403 ENSG00000268858 ENSG00000278390 ENY2 EOLA1 EOLA1-DT EPHA1 EPHA4 EPM2AIP1 EPS15-AS1 ERAL1 ERAP1 ERBB2 ERCC2 ERCC4 ERCC5 ERH EVI5L EXO1 EXOC8 EXOSC7 EXOSC8 FADS2 FAF1 FAHD2A FAM110A FAM114A2 FAM168A FAM185BP FAM200A FAM222B FAM227B FAM228B FAM47E FAM53C FAM76A FAR1-IT1 FBXL9P FBXO36 FCF1 FCF1P7 FDXR FEM1A FEN1 FEZ2 FHL1 FLG-AS1 FLOT1 FMC1 FMC1-LUC7L2 FOCAD FOXD1 FRMD4B FRMD5 FRYL FTO FTSJ3 FUBP3 FZD3 FZR1 GABARAP GABPA GABPB2 GAPDHP25 GAREM1 GARIN5A GARS1 GAS5 GBA1 GDAP1 GFM1 GFM2 GGCX GID4 GINS3 GIRGL GLI1 GLRX5 GLUD1P3 GLYCTK GMDS GMPR2 GOLGA4 GOLGB1 GORAB-AS1 GOSR2 GOSR2-DT GPR107 GPR108 GPR160 GPRC5C GREB1L GRHL2 GSDMD GSE1 GSX2 GTF2B GTF2H1 GTF2H4 GTPBP8 GUCY2C GUSBP11 H2AX H3-3B H3C4 HACD2 HAPSTR1 HAS1 HAUS3 HAUS4 HAUS8 HCFC1R1 HCG14 HDAC8 HDAC9 HDGF HECW2-AS1 HEPH HES4 HEXIM2 HEXIM2-AS1 HGD HGSNAT HIKESHI HIVEP3 HM13 HMG20A HMGB3P22 HMGN2P46 HNF4A HNMT HNRNPA3 HOMER1 HOTTIP HOXA-AS2 HOXA-AS3 HOXA10 HOXA7 HOXA9 HOXB4 HOXB8 HPS5 HSD11B1L HSPA14 HSPB3 HTATSF1 HUS1 HYKK ICE1 ID2-AS1 IDH3B IDH3B-DT IDUA IER3-AS1 IFNGR1 IFRD2 IFT140 IFTAP IGF2BP3 IL13RA2 ILF2 ILVBL IMMP2L INKA2 INO80B INO80B-WBP1 IQCH IQCN IRGQ ISCA1 ISG15 ISG20L2 IST1 ISY1 ISY1-RAB43 ITFG2-AS1 ITGA1 ITGB3BP ITGB5 ITSN1 JOSD2 KANSL1L KAT7 KAZN KBTBD6 KBTBD7 KCNIP2 KCNK6 KCTD16 KDM1A KDM4A KDM4B KHDC4 KHSRP KIAA0319 KIAA1191 KIF14 KIF18A KIF1B KIF21A KIF3B KLC2-AS2 KLHL28 KLHL7 KLHL7-DT KMT5A KMT5C KPNA1 KPTN KRR1 KRT18 KRT8 KRTAP4-9 KYAT1 L3MBTL2 LAD1 LAMA3 LAMTOR5 LAMTOR5-AS1 LAPTM4A LAPTM4A-DT LARGE1-AS1 LARS2 LCMT1 LCMT1-AS1 LDHA LIMA1 LIMCH1 LIN37 LINC00265 LINC00310 LINC00598 LINC00649 LINC00687 LINC01089 LINC01111 LINC01133 LINC01275 LINC01363 LINC01392 LINC01411 LINC01412 LINC01619 LINC01719 LINC01767 LINC01778 LINC02024 LINC02243 LINC02261 LINC02331 LINC02410 LINC02441 LINC02458 LINC02547 LINC02709 LINC02747 LINC02832 LINC02889 LINC02924 LINC02960 LINC03011 LINC03017 LMAN2 LMO7 LOC101929106 LONP2 LPP LPXN LRATD2 LRFN3 LRP1 LRP10 LRP6 LRPPRC LRRC8A LSM1 LSM8 LTBP1 LTBR LTN1 LUC7L2 MACC1 MACO1 MACROD1 MAGI1 MAIP1 MAN1B1 MAN1B1-DT MANBAL MAP1S MAP3K3 MAP3K5 MAP4K1 MAPKAPK3 MAPKBP1 MBP MBTD1 MCMBP MCRIP2 MCTS2 MDH1 MED10 MED15 MED23 MED29 MED8 MEMO1 MEST MET METTL14 METTL14-DT METTL15 METTL25 METTL25B METTL26 METTL3 METTL4 METTL8 MFAP3 MFSD11 MGST1 MIB2 MICOS13 MICU1 MIR100HG MIR194-1 MIR22HG MIR3681HG MIR4495 MIR4682 MIR5087 MIR5091 MIR5700 MIR7-2 MIR759 MIR8059 MIS12 MITD1 MLH1 MLIP MLLT10 MLLT3 MMACHC MMADHC MPLKIP MPPE1 MPV17L2 MRPL1 MRPL13 MRPL19 MRPL24 MRPL30 MRPL44 MRPL46 MRPL47 MRPL51 MRPL9 MRPS11 MRPS14 MRPS15 MRPS22 MRPS25 MRPS33 MRTO4 MSI2 MSMP MTBP MTMR11 MTMR2 MTRF1 MTUS1-DT MVB12A MVK MYBPC1 MYCL MYL12B MYL6 MYL6B-AS1 MYLK-AS1 MYO10 MYO5B MYO9B N4BP1 NAA35 NACA4P NADK NAGPA NAP1L4 NAPA-AS1 NBPF1 NCAPD2 NCAPD3 NCAPG NCLN NDC1 NDC80 NDEL1 NDUFA11 NDUFA3 NDUFAF6 NDUFB4 NDUFB4P2 NDUFB5 NDUFS5 NEAT1 NEDD1 NEDD8 NEDD8-MDP1 NEURL4 NFIB-AS1 NFIC NFIX NFKBIB NFKBIZ NGDN NHEJ1 NHLRC3 NID2 NIF3L1 NIFK-AS1 NKIRAS1 NME1 NME1-NME2 NMT1 NNT NOA1 NOL6 NOL8 NOP53 NOP56 NPC1 NPIPB8 NPRL2 NR1D2 NR1H2 NR2F2-AS1 NR4A2 NR5A2 NRDC NRP1 NRP2 NSA2 NSMAF NSUN6 NTNG1 NUBP2 NUCKS1 NUDCD1 NUDCD3 NUDT3 NUP155 NUP160 NUP35 NUP54 NUP58 NUTF2 NWD1 NXN NXPE2 NXT2 OAZ3 ODAD3 ODR4 OR10J2P OR13C2 OSBP OSBPL10 OSCAR PABPN1 PACRGL PACS1 PAF1 PAFAH1B2 PAFAH2 PAIP2 PAK1IP1 PALM3 PANK3 PAPOLA PAPOLA-DT PAXBP1 PBX1 PCBP1 PCBP1-AS1 PCBP2 PCCB PCLAF PCSK9 PDCD1LG2 PDE11A PDE7A PDE7A-DT PDGFC PDXP PEAK1 PEMT PEX12 PEX26 PFDN6 PFKM PGAP3 PGM3 PGS1 PHB1 PHB2 PHF23 PHF8 PICK1 PIDD1 PIERCE2 PIGC PIGO PIGO-AS1 PIH1D1 PIM1 PIN4 PIP5K1B PIWIL2 PJA2 PKIB PLAUR PLEKHA8P1 PLEKHB2 PLEKHJ1 PLOD3 PLS1 PLSCR3 PM20D2 PMF1 PMF1-BGLAP PMPCB PMS2 PNLIPRP1 PNPLA6 POLDIP2 POLG2 POLN POLR1G POLR2B POLR2J4 POLR2K POLR2M POP4 PORCN POU2AF1 POU2F1 PPARG PPFIBP2 PPIG PPIL3 PPM1F-AS1 PPM1G PPM1H PPM1L PPM1L-DT PPOX PPP1R12B PPP1R12C PPP1R13L PPP1R21 PPP1R42 PPP2CA PPP2CA-DT PPP2R5B PPRC1 PPWD1 PRCC PRCP PRDM1 PRIM2 PRKAB1 PRKAR1A PRKCH PRKCI PRKCSH PRKRIP1 PRLR PROSER1 PRPF18 PRPF31 PRPF6 PRR13P5 PRR15 PRR15L PRR7-AS1 PSEN1 PSMB5 PSMB6 PSMC2 PSMC4 PSMC5 PSMD13 PSMD7 PSMD8 PSME2P3 PSME3 PSMG2 PSMG3 PSMG4 PTBP1 PTCH1 PTGES3 PTK6 PTMA PTPRD PTPRO PTS PTX3 PXN-AS1 QTRT2 RAB11A RAB1B RAB26 RAB27A RAB2B RAB4B RAB7A RAD51D RALGAPA2 RANBP2 RAPGEF6 RBM22 RBM27 RBM41 RBM6 RDH13 REG4 REXO2 RFC4 RFFL RFTN1 RFX2 RGS9 RHCE RHOF RIBC1 RIC8A RMND1 RN7SKP193 RN7SL346P RN7SL418P RNA5SP473 RNF145 RNF39 RNF44 RNU11 RNU4-1 RNU4-2 RNU4-86P RNU5A-1 RNU5B-1 RNU5E-4P RNU5E-6P RNU6-107P RNU6-1276P RNU6-316P RNU6-450P RNU6-952P RNVU1-21 RPGRIP1L RPL13 RPL13A RPL23 RPL24 RPL26L1 RPL26L1-AS1 RPL29 RPL32P3 RPL36 RPL37 RPL39P40 RPL7AP82 RPL7L1 RPL7L1P8 RPL7P30 RPL8 RPLP0 RPLP2 RPP30 RPS13 RPS14 RPS17 RPS26 RPS27 RPS29P16 RPS6 RPS9 RPSA RPTOR RRP15 RSBN1 RSPH1 RSPH1-DT RSPH3 RTRAF RTTN RXFP1 RXRB SAMD1 SAMD10 SAMD4B SAMM50 SATB2 SCAF1 SCAND2P SCARNA2 SCHIP1 SCIRT SCML1 SCP2 SCYL3 SDCBP2 SDCCAG8 SDF2L1 SDHD SDR16C5 SEC23IP SEC24C SECISBP2 SENP1 SERBP1 SERGEF SERINC1 SET SETD9 SETDB1 SF3A2 SF3B6 SFXN5 SGK1 SH2D6 SH3D21 SHH SHOC2 SHPK SIAH1 SIM1-AS1 SIRT2 SIRT3 SIRT6 SIX5 SKA3 SKP1 SLC11A2 SLC12A9 SLC1A5 SLC26A11 SLC28A2-AS1 SLC30A10 SLC30A4-AS1 SLC30A5 SLC30A6 SLC30A6-DT SLC35A3 SLC35B1 SLC35B4 SLC35C1 SLC37A1 SLC37A4 SLC38A11 SLC38A9 SLC39A7 SLC39A9 SLC4A1AP SLC7A11 SLC8A1-AS1 SLCO2B1 SLMAP SLPI SMAD3-AS1 SMAD7 SMARCAL1 SMC1A SMCHD1 SMCO4 SMG5 SMG6 SMIM30 SMIM31 SMIM7 SMYD3 SNAP23 SNHG10 SNHG15 SNHG17 SNORA21 SNORD12C SNORD68 SNRNP200 SNRNP40 SNRPC SNRPF SNRPF-DT SNX1 SNX11 SNX17 SNX3 SNX30 SOX6 SP1 SPATS2 SPATS2L SPC25 SPDYE1-AS1 SPINK5 SPRTN SPSB3 SRI SRRM5 SRSF10 SRSF3 SSBP1 ST20 ST20-MTHFS STARD10 STARD3NL STARD5 STAT6 STEAP2 STIM2 STIM2-AS1 STK11IP STK19 STK3 STK31 STRIP2 STYK1 SUCLG1 SUGCT SUPT4H1 SUPT7L SUPV3L1 SURF6 SYT8 SYT9-AS1 SYTL2 SYTL5 SZT2 TADA1 TAF13 TAF2 TAF3 TAGAP-AS1 TANK TARS2 TBC1D16 TBC1D22A TBC1D32 TBC1D5 TBCK TBL3 TBRG4 TCF3 TCTN3 TECR TEDC1 TEF TFEC TFIP11 TFIP11-DT TFPT TGDS TGFBR2 THADA THAP1 THAP11 THAP8 THBS4 THSD4 TIAL1 TIAM1 TIMM8B TIPARP TIPARP-AS1 TJP2 TLE4 TM2D1 TM4SF4 TM7SF3 TMBIM1 TMC3-AS1 TMED2 TMEM101 TMEM102 TMEM108-AS1 TMEM115 TMEM123 TMEM126A TMEM138 TMEM14A TMEM150B TMEM161B TMEM161B-DT TMEM170A TMEM198B TMEM199 TMEM208 TMEM258 TMEM38A TMEM39A TMEM41A TMEM70 TMEM79 TMEM94 TMF1 TNFRSF10B TNFRSF14 TNIK TNK2 TOGARAM1 TOM1L2 TOR3A TOR4A TOX4 TP53RK TP53RK-DT TPD52L2 TPK1 TPR TRA2A TRAPPC3 TRAPPC6A TRBV30 TRD-AS1 TRIB1AL TRIM15 TRIM31 TRIM69 TRIP10 TRIP12 TRIP4 TRMO TRMT10C TRPM3 TSG101 TSPAN1 TSPAN12 TTC14 TTC14-DT TTC22 TTC28 TTC30B TTC6 TTF2 TUBB2B TUBG2 TUFT1 TXK TXN TXNDC12 TYMS TYW5 UBB UBE2D3 UBE2D3-AS1 UBE2F UBE2F-SCLY UBE4A UBLCP1 UBXN8 UFC1 UGT2B7 UHRF1BP1L-DT UNC45A UNK UQCC1 UQCC4 UQCR11 USP11 USP22 USP40 USP42 USP48 USP54 UTP18 UTP25 UTRN VAMP1 VAMP8 VARS2 VASP VCPIP1 VILL VIPAS39 VMAC VMP1 VPS26B VPS41 VPS4B VPS50 VPS51 VPS53 VRK1 VTRNA1-2 VWA8 VXN WBP2 WDPCP WDR36 WDR46 WDR59 WDR62 WDR74 WDR82 WDR83 WDR83OS WEE1 WEE2-AS1 WNT5A WSB2 WTAP XIRP2-AS1 XPC XPNPEP1 YAE1 YIPF5 YJU2 YPEL5 YTHDC1 YWHAE ZBTB37 ZBTB40 ZC2HC1C ZC3H12D ZCCHC14 ZCCHC17 ZCCHC4 ZCCHC7 ZCCHC9 ZDHHC5 ZEB2 ZER1 ZFAS1 ZFP36 ZFP36L2 ZFP91 ZFP91-CNTF ZFPL1 ZFYVE1 ZFYVE19 ZMAT2 ZNF106 ZNF131 ZNF138 ZNF143 ZNF17 ZNF181 ZNF213 ZNF213-AS1 ZNF217 ZNF23 ZNF250 ZNF251 ZNF3 ZNF302 ZNF324 ZNF337 ZNF341-AS1 ZNF391 ZNF408 ZNF436 ZNF436-AS1 ZNF443 ZNF473CR ZNF497-AS1 ZNF526 ZNF552 ZNF576 ZNF589 ZNF608 ZNF674 ZNF674-AS1 ZNF785 ZNF79 ZNF821 ZNF830 ZNF860 ZNFX1 ZNHIT1 ZNHIT2 ZNHIT3 ZPR1 ZSCAN22 ZSCAN5A ZSCAN5A-AS1 ZSWIM1 ZSWIM3 ZSWIM8 LHX3_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LHX3_TARGET_GENES ANXA2R-OT1 CRAMP1 ENC1 F12 GRK6 H1-4 H2AC15 H2AC17 H2AC4 H2BC15 H2BC17 H2BC5 H2BC6 H2BC9 H3-3A H3C1 H3C12 H3C6 HMGN4 HOXA9 HOXB8 IFT140 LURAP1L-AS1 MSL2 PAXIP1-AS2 PCDH1 RBBP8 RNY4 SETD9 SLC7A11 SNORD118 TMEM62 TNRC18 TOP2A TRIM7 UNC45A ZFP62 LHX4_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LHX4_TARGET_GENES ANXA2 ARIH1 GALNT6 LINC02564 RAB7B RNA5SP400 SEMA4D TSC22D4 LHX9_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LHX9_TARGET_GENES A1CF AADAT ABCA15P ABCA4 ABCA6 ABCA7 ABCC3 ABHD12 ABI2 ABL2 ABLIM1 ABR ABT1 ACAA1 ACACA ACOT8 ACOX2 ACOX3 ACP3 ACSS2 ACTG1P17 ACTR1A ACVR1 ACYP2 ADAMTS17 ADAMTS7P4 ADAMTSL5 ADAR ADCY7 ADD1 ADD3-AS1 ADGRF1 ADGRF4 ADGRG6 ADIPOR1 ADM ADM-DT ADNP AFF1 AFMID AGPAT4 AGR2 AHCYL2 AHSA1 AIG1 AKAP1 AKAP13 AKAP9 ALDH18A1 ALDH1A2 ALDH1A3-AS1 ALDH3A2 ALDOA ALG10 ALG9 ALKBH5 ALKBH7 ALOX12P2 AMZ2P1 ANAPC11 ANAPC13 ANAPC15 ANK1 ANKH ANKRD17 ANKRD28 ANKRD40 ANKRD44 ANKRD54 ANXA2 AOPEP AP1AR AP1AR-DT APBA1 APH1A APOO ARAP2 ARHGAP10 ARHGAP18 ARHGAP32 ARHGEF28 ARHGEF37 ARID1A ARID1B ARID4A ARL14 ARL14EPL ARL16 ARL17A ARL8B ARMH1 ARMH4 ARNT ASCC1 ASNS ASPH ASPSCR1 ATF3 ATF6 ATF6-DT ATG10 ATG2A ATOSA ATP2C1 ATP5F1B ATP5IF1 ATP5MC1 ATP5PF ATP6V1D AZI2 B3GNT5 B4GALT4 BAALC BACH1 BAHCC1 BAX BAZ1A BAZ2B BBS9 BCAS2 BCL2L15 BCL2L2 BCL6 BDH1 BIRC3 BISPR BLID BMP4 BNIP1 BNIP2 BPIFC BRCA1 BRD2 BST2 BTNL12P BTRC BZW2 C10orf55 C15orf61 C1QTNF6 C1RL C1orf109 C1orf226 C22orf39 C2CD2L C2CD3 C4orf36 C5orf46 C9orf40 CA13 CAB39L CACFD1 CACYBP CALCRL-AS1 CALM2 CAP1 CAPN3 CAPNS1 CAPS2 CARD10 CARNMT1-AS1 CASC11 CASP4 CASP6 CBX5 CCDC115 CCDC142 CCDC149 CCDC159 CCDC174 CCDC18-AS1 CCDC192 CCDC59 CCN2 CCND1 CCNG2 CCNT1 CCT6A CCT6B CCT8 CD274 CD44 CD44-AS1 CD6 CD68 CD70 CD83P1 CDC23 CDC42EP3 CDCA2 CDCA7L CDH26 CDIN1 CDK12 CDK19 CDK5RAP2 CDKAL1 CDKN2C CEBPZOS CECR3 CENATAC CENPF CENPL CENPT CEP112 CEP120 CEP250 CEP63 CEP76 CEP78 CEP97 CEPT1 CFAP69 CFDP1 CFI CFL1 CFLAR-AS1 CHCHD5 CHD2 CHN2 CHP1 CIDECP1 CISD1 CLASP1 CLCC1 CLCN3 CLEC16A CLEC4OP CLIP4 CLK3 CLNK CLPP CNOT1 CNOT3 CNPY2 CNPY2-AS1 CNTD1 CNTN2 COA3 COG8 COIL COL4A5 COL4A6 COMMD4 COPE COPS3 COPS4 COPS7A COPZ1 COQ10B COQ5 CORO2A COTL1 COX16 COX6A1 COX6C COX6CP7 COX7A2 COX7B CPEB2 CPLX2 CPOX CPVL CREB5 CREBL2 CREBRF CREM CROCCP2 CRPPA CRTAP CRTC2 CRYBG1 CRYGC CRYGS CRYZ CS CSDE1 CSNK1A1 CSNK1E CSNK1G1 CSTF2T CTDNEP1 CTH CTHRC1 CTNNBIP1 CTSB CUEDC1 CUEDC2 CUX1 CWC22 CXADR CXCL8 CXXC1 CYB5B CYBRD1 CYLD-AS1 CYP1B1-AS1 CYP20A1 CYP2R1 CYREN CYTH1 DAD1 DARS1-AS1 DARS2 DBF4B DBR1 DCAF13 DCBLD2 DCK DCT DCTN1 DCTN4 DCTN5 DDX10 DDX12P DDX39B DDX47 DDX49 DDX60L DEAF1 DEFB104A DEGS1 DENND2B DENND2B-AS1 DENND3 DENND4A DENR DEPTOR-AS1 DERA DERL1 DEXI DGKA DGUOK-AS1 DHX16 DHX30 DHX33 DHX33-DT DHX38 DHX8 DKK1 DKK4 DLG1 DLG2 DLG5 DLGAP1-AS1 DLGAP1-AS2 DMKN DNAAF3 DNAH11 DNAJB12 DNAJB5 DNAJB5-DT DNAJB6 DNAJC1 DNER DNMBP DPAGT1 DPCD DPF3 DRAIC DRAM2 DRD2 DSC2 DSCAML1 DST DTX4 DUSP23 DUSP6 DUSP7 DYRK4 EAF1 EBP ECE1 ECHDC1 ECSIT EDRF1-DT EEF1A1 EFCAB11 EFCAB5 EGFR EHBP1 EHD1 EHD4 EHMT2 EIF1 EIF2AK3 EIF2AK3-DT EIF2B4 EIF2B5 EIF2B5-DT EIF3D EIF3E EIF3F EIF3H EIF4A3 EIF4E EIPR1 ELF1 ELF3 ELF3-AS1 ELL2 ELMOD3 ELOBP4 ELOC ELP2 ELP3 ELP5 EMC4 EMC7 EMC9 EMG1 EML1 EML2 ENAH ENC1 ENKUR ENSG00000187185 ENSG00000200999 ENSG00000205794 ENSG00000230021 ENSG00000233223 ENSG00000235480 ENSG00000238185 ENSG00000239137 ENSG00000247193 ENSG00000250041 ENSG00000250195 ENSG00000267882 ENSG00000271860 ENTREP2 ENY2 EPB41L2 ERAP1 ERP27 ETFBKMT ETV5 EVA1C EVI5L EXPH5 EXTL2 FABP5 FADS1 FADS2 FAF1 FAM111B FAM172A FAM230G FAM47E FANCD2 FANCM FAP FBF1 FBXL19 FBXL2 FBXO15 FBXO16 FBXO34 FBXO34-AS1 FBXO46 FBXO5 FBXW7 FCF1P7 FCSK FDPS FDXR FEZ2 FGD5-AS1 FGD6 FGL1 FHL1 FIZ1 FKBP3 FLAD1 FLG-AS1 FNDC3A FNIP1 FNIP2 FOXA3 FOXL1 FOXN3 FOXO4 FRG1 FRG1-DT FRMD3 FRMD4A FRMD6 FRMPD2 FRRS1 FRYL FSTL4 FUZ FZD2 FZD6 FZR1 GABPA GALM GALNS GALNT5 GANAB GAR1 GAR1-DT GAS7 GASAL1 GATA2 GATA2-AS1 GATAD2B GBA1 GBAP1 GBE1 GBF1 GBP3 GBP5 GCNT2P1 GDF5 GEM GEMIN2 GEMIN8 GIGYF2 GIN1 GINM1 GIRGL GJC1 GLI2 GLIDR GLIPR1-AS1 GLIPR1L2 GLO1 GLRX5 GNA12 GNAI2 GNPNAT1 GOLGB1 GOLM1 GOLPH3L GORAB-AS1 GOSR2 GOSR2-DT GOT1 GOT1-DT GPATCH2 GPR107 GPR108 GPR156 GPR180 GPR3 GPRC5B GRAMD2B GRHL2 GRHL3 GRHL3-AS1 GRK6 GRPEL2-AS1 GRWD1 GSAP GSN GSN-AS1 GSR GTF2H4 GTF3C2 GTF3C2-AS2 GTF3C5 GTPBP1 GUCY1B2 GUCY2GP GULP1 H2AC11 H2AC13 H2AC25 H2AC4 H2AC6 H2BC13 H2BC20P H2BC26 H2BC4 H2BC5 H3C10 H3C12 H3C4 HABP2 HAPSTR1 HARS1 HARS2 HAT1 HBP1 HCG14 HCG25 HDAC4 HDAC4-AS1 HDGFL2 HEATR1 HELZ HEXIM2 HEXIM2-AS1 HGS HGSNAT HIBADH HIRA HIVEP3 HLA-DRA HLCS HMG20A HMGA1 HMGA2 HMGA2-AS1 HMGB2 HMGN1P33 HNRNPU HOXA-AS2 HOXA7 HOXA9 HOXB8 HOXC-AS1 HOXC9 HPF1 HPGD HRG-AS1 HRH1 HSPA1B HSPB1 HYCC2 ID2 ID2-AS1 ID3 IFI6 IFNAR1 IFRD1 IFT57P1 IFT80 IGF2BP2 IGF2BP3 IGLV3-19 IGLV3-24 IL1F10 IL1R1 IL1RAP IMMT IMP4 ING1 ING4 INO80C INPP4B INPP5B INTS10 INTU IPMK IQCH-AS1 IRAK4 IRS2 IRX4 IRX4-AS1 ISOC2 ITGA1 ITGA2 ITGAV ITGB5 ITSN1 IWS1 JMJD1C JTBP1 JUP KAT6B KATNB1 KBTBD11 KBTBD2 KCNAB1 KCNIP2-AS1 KCNJ13 KCNK1 KDM1A KDM5A KDSR KHSRP KIAA0319 KIAA0513 KIAA1217 KIF14 KIF1B KIFC3 KLF14 KLHDC8B KLHL25P1 KLHL41 KMO KPNA1 KPNA2 KPNA4 KRT15 KRT23 KRT8 KRT80 KRTAP1-3 KRTAP2-3 KRTAP2-4 KRTAP3-1 KRTAP3-3 KRTAP4-9 KRTAP9-12P KTN1 LAPTM4A LAPTM4A-DT LARP4 LARS1 LATS1 LDAH LDHA LEKR1 LEMD2 LGALSL LHB LHFPL5 LIM2-AS1 LIMA1 LIMCH1 LIN37 LINC00111 LINC00323 LINC00358 LINC00398 LINC00460 LINC00461 LINC00484 LINC00511 LINC00513 LINC00518 LINC00609 LINC00682 LINC00910 LINC00941 LINC00963 LINC01089 LINC01094 LINC01111 LINC01119 LINC01132 LINC01182 LINC01234 LINC01275 LINC01303 LINC01344 LINC01350 LINC01363 LINC01392 LINC01411 LINC01426 LINC01515 LINC01589 LINC01675 LINC01764 LINC01895 LINC01970 LINC01997 LINC02068 LINC02073 LINC02098 LINC02136 LINC02205 LINC02243 LINC02261 LINC02288 LINC02292 LINC02331 LINC02343 LINC02458 LINC02541 LINC02547 LINC02551 LINC02577 LINC02739 LINC02832 LINC02882 LINC02890 LINC02901 LINC02923 LINC02944 LINC02985 LINC03033 LINC03040 LINS1 LIVAR LIX1 LLGL2 LNMICC LOC100505782 LOC101929566 LOC124901508 LOC124903525 LRBA LRRC23 LRRC51 LRRC58 LRRK1 LSM5 LTBP1 LUCAT1 LURAP1L-AS1 LY6G5C LY6K LYPD1 LYPLAL1 LYPLAL1-DT LYRM7 LYSMD3 MACC1 MACF1 MAGIX MALSU1 MAN1C1 MAP1S MAP2K5 MAP3K9 MAP9-AS1 MAPK8 MASP1 MAT2B MATR3 MAU2 MBD1 MCC MCCC2 MCPH1-AS1 MCRS1 MCU MDC1 MDGA1 MDH1 MDM1 MED19 MED29 MEF2C METTL13 METTL17 METTL25 METTL6 METTL7A METTL7AP1 MFSD11 MFSD12 MFSD14CP MFSD6 MGAT5B MGC32805 MGP MGST1 MIATNB MICU2 MIGA2 MIOS MIOS-DT MIR100HG MIR1206 MIR1289-1 MIR22HG MIR3165 MIR320C1 MIR3617 MIR4466 MIR4477A MIR4645 MIR4650-2 MIR4676 MIR4682 MIR4755 MIR4799 MIR4999 MIR615 MIR6797 MIR7-2 MITD1 MKKS MKLN1-AS MKRN2OS MLEC MLIP MMP1 MMS22L MNT MPND MPP4 MPRIP MRPL24 MRPL51 MRPS33 MRTFA MSANTD2 MSANTD4 MSI2 MST1P2 MSTO1 MSX2 MT-ND1 MT-ND6 MT-RNR2 MT-TE MT-TL1 MT-TP MT-TT MT-TV MTA3 MTAP MTCO3P12 MTFR2 MTHFD1L MTMR4 MTX3 MUC20-OT1 MUCL1 MVB12A MYC MYCBP MYH9 MYH9-DT MYL11 MYO10 MYPN MZT2A N4BP2L2 NAIF1 NAMPT NBR2 NCAPD2 NCEH1 NCF4-AS1 NCOA2 NCOR2 NDEL1 NDST3 NDUFAF1 NDUFAF8 NDUFB3 NDUFB9 NEBL NECTIN2P1 NEDD4L NEK10 NEK7 NET1 NEXN-AS1 NF2 NFATC2IP NFATC4 NFIB-AS1 NFYA NFYC NGDN NGEF NIF3L1 NIFK-AS1 NIP7 NKX3-2 NLN NME1 NME1-NME2 NOL6 NOP10 NOSIP NPIPB8 NR0B2 NR2E3 NR2F2 NRDC NSUN4 NT5DC3 NUDCD1 NUMA1 NUP35 NUSAP1 NUTM1 NXN OARD1 ODAD2 OGA OIP5 OIP5-AS1 OPA1 OPA3 OR12D3 OSBP OTUB2 OTUD4 OVOL1-AS1 OXR1 P2RX6 P4HB PA2G4P4 PACS1 PAF1 PAFAH1B2P1 PAFAH2 PALB2 PALLD PALMD PAM PANK2 PAPLN PARD3 PARN PARS2 PATJ PAXIP1-AS2 PBX1 PBX2 PCAT19 PCBP1-AS1 PCDH7 PCGF1 PCGF6 PCID2 PCLAF PCLO PCM1 PCNX4 PCNX4-DT PCYOX1L PDCL PDGFC PDIA3 PDP1 PEAK1 PEBP1P1 PECR PEX1 PFDN4 PFDN5 PFKFB2 PFKM PFN2 PGBD4 PGK1 PGLYRP2 PHACTR4 PHB1 PHB2 PHLDA1 PHLDA1-DT PHLDB1 PHLPP1 PHTF2 PIERCE2 PIH1D1 PIK3C2A PIK3R1 PIM1 PLA2G4E-AS1 PLAAT3 PLEKHA6 PLEKHH3 PLEKHM1 PLOD3 PLPP3 PLPP5 PLXNA4 PMAIP1 PMEL PNN PNP PNPO PNPT1 PNRC2 POLG POLG-DT POLL POLR1D POLR1H POLR1HASP POLR3A POLR3B PORCN POT1-AS1 POU2F1 POU2F3 PPFIBP1 PPID PPIL3 PPIP5K2 PPP1R37 PPP1R42 PPP2R5B PPP3CA PPP4R3B PPP6R3 PRCP PREB PRECSIT PRKAR1A PRKCE PRKCE-AS1 PRKCH PRNP PRPF19 PRPF19-DT PRPF40B PRPSAP1 PRR11 PRR13 PRR14 PRRG2 PSCA PSEN1 PSMA3-AS1 PSMB1 PSMB5 PSMB7 PSMC1 PSMC2 PSMD10P2 PSMD8 PTBP1 PTPN6 PTPRH PUM1 PUM3 PUS7L PXN PYM1 QRSL1 RAB11A RAB11B RAB11B-AS1 RAB2B RAB33B RAB3D RAB5B RAB7A RABEPK RAD1P1 RAI14 RALGAPB RALGPS2-AS1 RASL11A RBBP5 RBBP8 RBIS RBM14 RBM14-RBM4 RBM20 RBM25 RBM39 RBM4 RBM47 RBM48 RCAN1 RECQL5 RELCH RERE RETSAT REXO1 RFFL RFX1 RGS17P1 RGS20 RGS9 RHEB RHOBTB2 RHOBTB3 RHOF RIC8B RIOK2 RLBP1 RMC1 RMND5A RN7SKP241 RN7SL208P RN7SL329P RN7SL346P RN7SL606P RN7SL635P RN7SL674P RNA5SP429 RNF10 RNF125 RNF169 RNF181 RNF214 RNF220 RNF43 RNF44 RNU4-1 RNU4-18P RNU5E-1 RNU6-107P RNU6-266P RNU6-433P RNU6-72P RNU6-784P RNU6-969P RNU6-97P RNU6ATAC10P RNU7-29P RNU7-59P RNY3 RPL15P12 RPL17 RPL17-C18orf32 RPL21P122 RPL22L1 RPL23A RPL3 RPL32P9 RPL36AP19 RPL39P40 RPL5P11 RPL6 RPL7AP82 RPN2 RPS14 RPS19 RPS20P4 RPS24 RPS24P12 RPS26P29 RPS29P16 RPS6KA1 RPSAP52 RPUSD2 RRAGC-DT RRAS RSPO2 RTKN RTN4 RTN4IP1 RTTN RUFY3 RUVBL1 S100A10 S100A11 S100A2 SAE1 SAMD11 SAMD13 SAMD4A SAP30BP SAP30BP-AS1 SAPCD2 SATB2 SATB2-AS1 SBDSP1 SBF2 SCAF1 SCD SCNN1A SCO1 SCOC SCP2 SCTR-AS1 SCUBE1-AS1 SDCCAG8 SEC24A SEL1L SELENOK SEMA3A SEMA3B SEMA6A SEPTIN7P1 SERAC1 SERBP1 SESN2 SETD5 SF1 SF1-DT SFN SFPQ SGMS2 SGPP1 SH3GLB2 SH3PXD2A-AS1 SHB SHF SHROOM2 SHROOM3 SIN3B SKA2 SKIDA1 SLC11A2 SLC16A1 SLC18B1 SLC20A2 SLC22A5 SLC25A25 SLC25A28 SLC25A28-DT SLC25A32 SLC25A37 SLC25A44 SLC26A7 SLC35B1 SLC35F2 SLC38A10 SLC39A6 SLC41A2 SLC4A1AP SLC4A3 SLC4A7 SLC7A8 SLC9A1 SLC9A4 SLU7 SLX4IP SMAD1 SMAD7 SMAGP SMARCA4 SMARCD3 SMC4 SMG8 SMIM12 SMPD4BP SMTN SMUG1 SNAI3 SND1 SND1-DT SNHG10 SNHG22 SNHG25 SNHG32 SNORA50C SNORA73B SNORD104 SNORD114-22 SNORD114-28 SNORD118 SNORD13 SNORD1C SNORD42B SNORD43 SNORD48 SNORD84 SNRPA1 SNRPA1-DT SNRPB SNRPC SNRPG SNX17 SORBS1 SP1 SP2 SP2-AS1 SP2-DT SPATS2 SPATS2L SPG11 SPOCD1 SPOP SPPL2B SPRED1 SPRED2 SPTY2D1 SRD5A3 SRI SRSF2 SRSF8 SSR1 SSR3 ST8SIA6 STAMBP STAP2 STAT2 STAT3 STK10 STK3 STOX2 STPG1 STPG4 STRA6 STX18 STXBP5-AS1 SUGP1 SULT2B1 SULT6B1 SUPT4H1 SUPT7L SYMPK SYNE2 SYTL2 SZRD1 TACO1 TADA2A TANK TARS1 TARS1-DT TASP1 TATDN1 TBC1D10A TBC1D10B TBC1D22A TBC1D30 TBC1D9 TBCD TBP TCERG1 TCF12 TCF7L2 TDP1 TDRD3 TDRKH TDRKH-AS1 TEDC1 TEPSIN TESK2 TEX12 TEX15 TFB1M TFDP2 TGFBR2 THAP1 THAP7 THBS4 TIAM1 TIMM21 TIMM44 TIPARP TK1 TK2 TLE3 TLK2 TLR1 TLR6 TLX3 TM9SF4 TMC1 TMC5 TMCC1 TMED10 TMED7 TMED7-TICAM2 TMEM106A TMEM123 TMEM126A TMEM126B TMEM127 TMEM167A TMEM205 TMEM222 TMEM243 TMEM245 TMEM41B TMEM53 TMEM60 TMEM67 TMEM70 TMPRSS11F TMX2 TNK2 TNKS1BP1 TNKS2-DT TNRC18 TNRC6B TNRC6B-DT TOMM40 TOMM40L TOX4 TPD52L1 TPGS1 TPM1 TPM3 TPM4 TPRG1 TPRG1-AS1 TRAF3IP2 TRAPPC2L TRAPPC9 TRAV8-3 TRBV14 TRIB3 TRIM24 TRIP10 TRIP4 TRMT1 TRMT44 TTC23 TTC31 TTC39C TTF2 TTI2 TTLL6 TUBA1C TUBGCP3 TUT1 TXK TXNL4B TXNRD1 TXNRD2 TYW1B TYW3 U2SURP UBALD2 UBAP1 UBB UBE2D3 UBE2HP1 UBE2R2-AS1 UBP1 UBTF UCA1 UFD1-AS1 UNC13B UPP2 URGCP USE1 USF1 USP1 USP2 USP38 USP44 USP54 UTP3 UTRN UTS2B VARS2 VCP VDAC2 VEZF1 VIPAS39 VMP1 VN1R7P VOPP1 VPS25 VPS33B VPS33B-DT VPS35L VPS36 VPS37C VPS39 VPS39-DT VPS41 VPS45 VPS50 VWA7 WARS1 WASHC3 WBP2 WDPCP WDR1 WDR19 WDR25 WDR62 WEE2P1 WFDC10B WIPF2 WSB2 WWOX WWP1 WWTR1 XKR9 XPC-AS1 XPNPEP1 XPO6 YAP1 YARS2 YIPF4 YJU2 YJU2B YOD1 YPEL5 ZBTB11 ZBTB20 ZC2HC1C ZC3H6 ZCCHC7 ZDHHC1 ZFAND6 ZFHX3 ZFHX4 ZFP62 ZFPM2-AS1 ZFX ZFYVE26 ZMAT2 ZMIZ1 ZMYND8 ZNF146 ZNF175 ZNF195 ZNF225 ZNF225-AS1 ZNF227 ZNF235 ZNF251 ZNF263 ZNF267 ZNF281 ZNF286A ZNF286A-TBC1D26 ZNF304 ZNF451-AS1 ZNF524 ZNF555 ZNF558 ZNF565 ZNF608 ZNF669 ZNF688 ZNF713 ZNF738 ZNF749 ZNF770 ZNG1E ZNHIT1 ZNHIT3 ZNRF1 ZSCAN31 ZSCAN9 ZSWIM3 ZW10 LMNB2_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LMNB2_TARGET_GENES BAZ2B CBX4 CCDC124 CCDC88B CLPB CORO6 DKK1 ELOVL2 ELOVL2-AS1 ENSG00000251314 FKBP7 FRMD6 H3C9P JUP KIAA1328 LZTS2 MARCHF7 MGRN1 MIR7155 PDE4A PDSS2 PITX3 PRKG1-AS1 RAPGEF3 RBBP5 RPIA SLCO3A1 SMARCD2 SQSTM1 SRF TBC1D4 TFAP4 TGFB1I1 TMEM179B TPGS2 ZBTB39 ZCCHC4 LMTK3_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LMTK3_TARGET_GENES AARS1 AASDH ABCA3 ABCB4 ABCC5 ABR ACAD9 ACOT7 ACOX3 ACSF3 ACTR10 ADAM32 ADAMTS18 ADAR ADPGK ADSS1 ADTRP AFAP1L2 AGRN AGTR1 AJM1 AKR1E2 AKT1 AMZ1 ANAPC2 ANAPC4 ANKRD13D ANKRD18B ANKRD20A19P ANKRD26P1 ANO5 AOPEP AP1S3 AP2B1 API5P2 ARHGAP22 ARHGAP27 ARHGAP45 ARHGAP6 ARHGAP8 ARHGEF40 ARL5AP2 ARMC9 ARX ATG9B ATP6V1FNB ATXN1L B3GNTL1 B4GALT7 BAIAP2 BAP1 BCL9L BCR BDP1 BLMH BMERB1 BRD9 BRSK2 BUD23 BYSL C10orf82 C11orf24 C16orf95 C19orf25 C1D C1orf127 C6orf136 C6orf62 C7orf50 CACNB2 CACTIN CADM1 CALN1 CARD14 CASKIN2 CASP4 CCDC103 CCDC124 CCDC191 CCDC59 CCDC68 CCDC86 CCNA2 CCT4 CDK12 CDK18 CDK9 CDX1 CEACAM8 CENPW CGN CHMP1B CHRNA10 CIDECP1 CINP CIRBP CLN6 CLPTM1L CMTR1 CNOT7 CNR1 CNTN5 COBL COL23A1 COL7A1 COLEC11 COMMD1 COPS7A COPS8 COPS8-DT COX7A2L CRIM1 CROCC2 CRYBA2 CSMD2 CSNK1G2P1 CTDNEP1 CTDP1 CTDP1-DT CTNNBIP1 CTU2 CWC25 CWF19L1 CYBA CYP26B1 CYP2AB1P CYP2W1 CYP46A1 DCLRE1C DDX19A DDX51 DGCR8 DGKD DHDDS DHRS1 DHRS2 DHRS7B DNAH17 DNAJB12 DNAJC30 DPH3 DPP6 DUS2 DYNC1H1 DYNLT2 DZANK1 ECD ECE2 EEF1B2P2 EFTUD2 EHMT1 EHMT2 EIF2AK3-DT EIF2B1 ELOC ELP5 EMC3 EMC3-AS1 ENSG00000224865 ENSG00000232939 ENSG00000233183 ENSG00000247416 ENSG00000250075 ENSG00000259203 ENSG00000260660 EPHA10 ERMARD ESPNL FAM124B FAM149B1 FAM187A FAM237A FAM86MP FAM99A FANCD2 FAR2 FBF1 FBLN1 FBXL16 FBXL9P FBXW7 FGFR4 FIRRE FLII FLJ30679 FLNB FLNB-AS1 FLYWCH1 FOSL1P1 FOXL2NB FRRS1L FTCD FTH1P11 FTH1P5 GAREM1 GARNL3 GATC GCNA GDF10 GJC1 GLOD4 GMIP GNAS GNG4 GOLT1A GPAM GPAT3 GPR148 GPR78 GRM4 GSTM5 GTF2H3 GTF2IP12 GTF2IP13 GTF2IRD1P1 GTPBP10 H1-8 HAUS5 HAUS5-DT HAUS6P2 HDGFL2 HDGFL3 HGS HMGB3P22 HOXD8 HPS4 HPYR1 HR HSDL2-AS1 HSF2BP HSPA12A-AS1 HYOU1 IFT52 IGHD1-1 IGHD2-21 IGHMBP2 IGLV3-6 INPP5D INPP5K IPO11 IQSEC3-AS1 IRGQ ISCA1P1 IST1 ITGAX ITGBL1 ITSN1 KCNAB2 KCNH2 KCNIP1 KCNQ2 KIAA1958 KLC4 KLHL36 KMT2B KPTN KSR1 LAMA5 LAMP1 LARP1BP1 LARP4B LCN2 LINC00174 LINC00606 LINC01119 LINC01264 LINC01347 LINC01414 LINC01586 LINC01936 LINC01947 LINC02179 LINC02609 LINC02847 LMBR1 LOC102724323 LONP1 LRRC10B LRRC40 LRRC49 LTBP4 LYPD3 LZTR1 MAF MAGOHB MAMLD1 MAN1B1 MAN2C1 MAP2K3 MAP3K7 MAPK8IP2 MAPK8IP3 MAPKAPK5 MAPKAPK5-AS1 MAS1LP1 MED16 MED20 MED6 MED9 MEG3 METTL25 METTL4 MFN2 MIR34AHG MIR3677HG MIR4453HG MIR4478 MIR4727 MIR6081 MLLT6 MMP16 MMP17 MMP2 MN1 MRGPRF MRM3 MRPL2 MRPL4 MRPL55 MRPL57P3 MRPL9 MSX1 MTFR2P2 MTHFSD MTNR1B MTREX NAPA-AS1 NCBP2 NCBP2AS2 NCKAP5-AS2 NDC80 NDUFA10 NDUFB6 NEIL1 NEURL1 NHSL1 NIBAN3 NOC4L NOL4L NOLC1 NOP9 NOX5 NPHP1 NPY5R NR0B1 NSG2 NUBPL NUBPL-DT NUP153 NUP155 NUP214 NXF3 OAZ3 OFD1P17 OR2W4P ORMDL3 OXGR1 OXNAD1 P2RX6 PABIR1 PABPC1L PABPC1P4 PARP4P3 PCDH17 PCDHA11 PCED1CP PCSK6 PELATON PELP1 PELP1-DT PFAS PGS1 PHETA2 PHF19 PHF7 PIGG PINX1 PINX1-DT PITRM1 PIWIL1 PKD1L1 PKDCC PKMYT1 PKP1 PLAC9P1 PLAGL1 PLEKHF2 PLEKHG4B PLPP2 PLXNA1 PNLDC1 POLR3F POM121C POP4 POU5F2 PPFIA1 PPIG PPIL4 PPP2R3B PPP3R2 PRICKLE2-DT PRKCD PRKRIP1 PRPF31 PRRG3 PRSS12 PRSS16 PRTN3 PSD2 PTBP1 PTGES3P3 PTPN11 PTPN12 PWP1 QARS1 QTRT2 RAB6A RAD9A RAI1 RANBP6 RAPGEF3 RAPGEF5 RASL12 RBM20 RBM42 RCAN2 REXO1 RGL3 RGMA RHBDF1 RILPL1 RIN1 RLF RMDN1 RMDN3 RMND5B RN7SL685P RN7SL811P RNF139 RNF139-DT RNF150 RNF166 RNPS1 RNU1-32P RNU6-1099P RNU6-1232P RNU6-573P RNU6-638P RNVU1-1 RNY4P10 RPAP1 RPH3A RPL18 RPL3 RPL36AP39 RPL6 RPN1 RPS6KB2 RPS6KL1 RPS8 RRM1 RRP1B RUNDC3B RUNX3 RXRB SAG SAXO1 SECISBP2 SEMA5B SEMA6A-AS1 SENP5 SEPTIN5 SEPTIN7P14 SEPTIN7P2 SERPING1 SF3B5 SGSM2 SLC12A5 SLC25A34 SLC30A8 SLC35E1 SLC35F5 SLC38A3 SLC38A6 SLC48A1 SLC5A1 SLC66A2 SLC7A5P1 SMAD6 SMG1P7 SNED1 SNORA68B SNORD46 SNORD55 SNORD83A SOBP SOD1 SOHLH2 SPACA9 SPESP1 SPHK2 SPOUT1 SPTAN1 SPTLC1 SRC SRRD SRRM5 SRSF11 SSNA1 SSU72 STEEP1 STIMATE SUN1 SUPV3L1 SV2B TATDN2P2 TBCD TBL3 TBX18 TCF4-AS1 TCP10L2 TENM2 TESMIN TEX45 TFAP4 TFPT THAP4 TMBIM6 TMC6 TMEM121 TMEM132A TMEM132D-AS1 TMEM150C TMEM208 TMEM273 TMEM39A TMEM70 TMEM94 TNFAIP8 TOMM40P4 TOMM6 TOX TOX-DT TRAF6P1 TRIAP1 TRIM29 TRIO TRMT44 TRMT5 TRMT61B TRUB1 TSC2 TSN TSPAN18 TTC21A TTYH1 TUBA1C TUBGCP6 TWF1 UBE2V2 UBN2 UGT1A4 UHRF2P1 UNC93B6 UNG UPK3B UQCC4 USP51 VARS1 VASH1 VGF VPS37A WDCP WDR13 WDR59 WDR74 WDR75 WIZ WNT7B WSCD1 YAP1P1 ZBTB8B ZC3H12D ZC4H2 ZFAND2A ZFAND2A-DT ZFR ZIC3 ZNF496 ZNF576 ZNF614 ZNF710 ZNF721 ZNF785 ZNF792 ZNF862 ZPR1 LMX1B_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LMX1B_TARGET_GENES AGPS ARHGAP32 ATP10B C5orf52 CETN3 CLPTM1 ENC1 EXOC8 GAPDHP25 GARNL3 GPRC5D-AS1 HIKESHI HMG20A HMGCR LINC00431 LOC124901296 MALAT1 MIR7-3 MIR7-3HG MLLT3 NPAS4 PEAK1 RAD1 RNA5SP60 RNU5A-1 RPS29 SH3RF2 SPDL1 SPRTN SRI TNFSF9 MAFG_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MAFG_TARGET_GENES ABCA15P ABCA17P ABCA3 ABCA5 ABCB11 ABCB9 ABCC3 ABCC5 ABCC5-AS1 ABCC8 ABCF3 ABHD12 ABHD16A ABI2 ACAA2P1 ACAP3 ACAT1 ACIN1 ACOX2 ACSF2 ACSL6 ACSM4 ACTB ACTG1P17 ACTR1B ACTR3C ACVR1 ADAM12 ADAM28 ADAM9 ADAMTS2 ADD2 ADD3 ADGRE1 ADH4 ADORA1 ADORA3 ADPGK-AS1 ADRM1 AFDN-DT AFG1L AFG3L2 AFP AGBL4 AGL AGPAT1 AGPAT3 AGTRAP AHCTF1 AHCYL1 AHSG AIFM2 AK5 AKNA AKR1B1 AKR1B10 AKR1C3 ALDH1A2 ALDH1A2-AS1 ALDH1L1 ALDH3A2 ALDOA ALG1L13P ALG2 ALKBH3 ALKBH3-AS1 ALKBH8 ALX3 ALYREF AMBP AMBRA1 AMPD3 ANGPT1 ANGPTL6 ANK2 ANK3 ANKRD1 ANKRD10-IT1 ANKRD13A ANKRD13C ANKRD17 ANKRD33BP1 ANKRD40 ANKRD61 ANKS1B ANKUB1 ANO10 ANTXR2 ANXA1 ANXA3 AP1AR AP2A2 AP4E1 APBB1IP API5 APOBEC3A APOC1 APOL2 APOL4 APONP APOO APPL2 ARHGAP15-AS1 ARHGAP17 ARHGAP19 ARHGAP19-SLIT1 ARHGAP25 ARHGAP26 ARHGEF10 ARHGEF2 ARHGEF3 ARHGEF6 ARHGEF9 ARID1B ARIH2 ARL5A ARPC1A ARRDC3 ARRDC3-AS1 ART3 ASB8 ASB9 ASCC1 ASCC2 ASPM ASPSCR1 ATAD5 ATF6B ATF7IP ATM ATMIN ATP1B1 ATP2A2 ATP2B4 ATP2C1 ATP5PBP8 ATP6V0A1 ATPAF2 AURKAP1 AXIN2 B4GALNT1 B4GALT6 BACH1 BACH2 BAG1 BAIAP2 BATF2 BAZ2A BCAN-AS2 BCAS2 BCAT1 BCAT2 BCKDHB BCL2L11 BCL2L13 BCL3 BCL6 BCL9 BCL9L BCYRN1 BEND6 BEND7 BEND7-DT BHLHE40-AS1 BICD1 BIN1 BLMH BLOC1S2 BNIP1 BNIP2 BOC BPGM BPNT1 BPTF BRD2 BRD7 BRD9 BRF2 BTBD19 BTBD9 BTN2A2 BTN3A1 BTN3A2 BTN3A3 C11orf40 C11orf71 C14orf93 C15orf61 C16orf46-DT C16orf87 C17orf114 C1QC C1S C1orf112 C1orf198 C1orf43 C21orf58 C22orf46P C2CD3 C2orf68 C3AR1 C4orf19 C6orf47-AS1 CACNA1D CALCOCO2 CALCRL-AS1 CALN1 CALU CAND1 CANX CAPN2 CAPS2 CARD8 CARD8-AS1 CARHSP1 CASKIN2 CASP4 CASS4 CASTOR3P CBR3-AS1 CBX5 CBX6 CCDC102B CCDC12 CCDC144NL-AS1 CCDC150 CCDC158 CCDC159 CCDC162P CCDC34 CCDC66 CCDC73 CCDC80 CCDC86 CCKAR CCL26 CCR3 CCSER2 CCT6A CCT6B CD163L1 CD2AP CD59 CD80 CDC20B CDC42BPB CDC42P7 CDH18-AS1 CDK11A CDK14 CDK19 CDK5RAP2 CDKL1 CDKN2C CDRT8 CDV3 CDYL CELF1 CENPJ CEP350 CEPT1 CFAP299 CFAP69 CFAP74 CFDP1 CFLAR CFLAR-AS1 CHCHD2P1 CHD2 CHD4 CHID1 CHIT1 CHMP3 CHMP3-AS1 CHODL CHRNA6 CIBAR1 CICP22 CLASP1 CLASP1-AS1 CLCF1 CLCN3 CLDN5 CLEC1B CLEC2B CLEC3B CLIC1 CLIC2 CLIP1 CLIP4 CLN5 CLN8 CLPB CLPX CLTC CLTCL1 CLUL1 CMAS CMSS1 CNOT10 CNOT7 CNRIP1 CNTNAP2 CNTRL COL16A1 COL18A1-AS2 COLQ COMETT COPS3 COQ8B COTL1 COX16 COX20 COX5BP3 COX6B1P1 COX6B1P6 CP CPA6 CPEB1 CPEB4 CPNE4 CREB3L1 CREBZF CRIM1 CRISP1 CRK CROCC CRPPA CRPPA-AS1 CRTAP CRTC3 CRYBA2 CRYGS CRYM CS CSF1 CSNK1G1 CTDSPL2 CTNNA2 CTNNA3 CTNND1 CTTN CTTNBP2 CUL4B CUX1 CUZD1 CWC25 CXCL13 CXCL8 CXXC1P1 CYB561 CYP19A1 CYP1B1-AS1 CYP2F2P CYP2R1 CYP4F3 CYRIB CYTH1 CYTH3 CYYR1-AS1 DAB2 DAXX DBF4B DCAF10 DCAF5 DCDC1 DCP1A DDX3ILA1 DDX42 DDX43P3 DDX5 DDX56 DDX59 DEAF1 DENND3 DENND4C DENND5B DENND6A DENR DERA DET1 DGAT2L6 DGCR6L DGKG DGLUCY DGUOK DHFR2 DHRS2 DHRS9 DHX58 DHX8 DIPK1A DISC1FP1 DLGAP4 DLST DMAC2L DMBX1 DMGDH DMTN DNA2 DNAH9 DNAI1 DNAJB2 DNASE1L3 DNASE2B DNHD1 DNM2 DOCK4 DOCK5 DOCK8-AS2 DOHH DOK1 DONSON DOP1A DPH5-DT DPP8 DST DSTNP5 DTL DUSP13 DUSP14 DUSP21 DUTP1 DVL2 DYNC1I2 DYNC1LI1 DYNLRB2 DYSF E2F6 E2F6P4 ECI2 EDC4 EDDM13 EEA1 EED EEF1AKMT3 EFCAB7 EFHD2 EFL1 EFL1P1 EGF EGLN3 EHD1 EHD4 EHF EHHADH-AS1 EHMT1 EIF1P2 EIF2AK3 EIF3A EIF3B EIF3JP3 EIF4A1P4 EIF4A3 EIF5-DT EIF6 ELAPOR1 ELAVL1 ELF2 ELMO1 EMC1-AS1 EMC4 EMG1 ENAM ENO1 ENPP3 ENSG00000187185 ENSG00000199566 ENSG00000201733 ENSG00000203987 ENSG00000212461 ENSG00000212589 ENSG00000227101 ENSG00000229720 ENSG00000230615 ENSG00000230704 ENSG00000232930 ENSG00000232995 ENSG00000236754 ENSG00000248187 ENSG00000249738 ENSG00000250378 ENSG00000255491 ENSG00000260763 ENSG00000266401 ENSG00000268460 ENSG00000273145 ENSG00000275846 ENTPD7 EPB41 EPC2 EPDR1 EPHX2 EPM2AIP1 EPS15L1 EPS8 EPSTI1 ERC1 ERCC1 ERI2 ERMAP ETV4 ETV5 EVI5 EWSR1 EXOC4 EXOSC4 EXTL3 FAH FAM117A FAM13A FAM149A FAM161B FAM168B FAM184A FAM20BP1 FAM219A FAM227A FAM47E FAM81B FAM83E FAM9B FANK1 FASTKD1 FASTKD5 FBXL13 FBXO3 FBXO4 FCGRT FCRLB FECH FER1L4 FERMT3 FGF11 FGFR1OP2P1 FHL2 FKBP9 FLG-AS1 FLJ46284 FLNB FMC1 FMC1-LUC7L2 FN1 FNDC3B FOS FOXO3 FRMD6 FTCD FTSJ3 FTX FUT1 FYN G3BP1 GABARAPL1 GABPB1-AS1 GABPB2 GABRB3 GABRR3 GADD45A GADD45G GALNT11 GALNT16 GARS1 GATAD2A GBE1 GBP2 GBP6 GCC2 GCK GCLM GCNT2 GDI2 GDPD5 GEMIN8P4 GFM1 GHRL GIPC2 GJA1 GLA GLB1L2 GLG1 GLIPR1L2 GLS GMDS GMFB GNA12 GNAL GNB1L GNG4 GOLGA7 GOLGA8UP GOT2 GP6 GPC5 GPC5-IT1 GPI GPNMB GPR146 GPR148 GPRC5C GPRIN2 GPSM3 GPX2 GRAMD1B GRB2 GREB1 GRPEL2-AS1 GSDMC GSDME GSTA1 GSTA2 GSTA4 GSTM4 GSTO1 GSTP1 GTF2F1 GTF2I GTF2IP13 GTF2IP20 GTF3C1 GUCY2EP GUSB GYG1 GZF1 H2AC11 H2AC6 H2AC7 H2AZ1-DT H2BC11 H4C16 H4C3 H4C8 HACE1 HAO2 HAO2-IT1 HAUS4 HCG25 HDAC4 HECTD1 HELB HEPH HGD HIF1A HIVEP3 HK1 HK3 HLA-DPB1 HLA-E HM13 HMBS HMGB1P31 HMGB3P10 HMGB3P24 HMGN2P34 HMGN2P46 HMGN2P7 HMGN5 HNRNPD HNRNPH2 HNRNPU HOMER1 HOMER2 HOXB3 HOXB7 HOXB9 HPX HRC HRG-AS1 HS1BP3 HS6ST2 HSD17B3-AS1 HSD17B4 HSP90AB1 HSP90B2P HSPB3 HSPE1P11 HTATIP2 HTATSF1P2 HYAL3 IFI16 IFI44L IFRD1 IFT172 IFT46 IFT88 IFTAP IGF1R IGF2BP3 IGFBP4 IGFL2-AS1 IGLVIV-59 IGLVVI-22-1 IGLVVI-25-1 IKBKE IKBKG IL10 IL15RA IL1R1 IL6 IL9 IMPG1 INO80 INSIG2 INTS10 INTS7 IQCF1 IQCF2 IQCH-AS1 IQGAP1 IRF1-AS1 IRF2BP2 ISCA2 ISCU ITFG1 ITFG2 ITGA9-AS1 ITGAL ITGB5 ITPR1 IVNS1ABP JAML JPH4 JPT1 KANK1 KAT2B KATNB1 KAZN KBTBD2 KCNH2 KCNIP2 KCNMA1-AS3 KCNMB4 KCNN3 KCTD14 KDM2A KDM2B KEAP1 KEL KHDC4 KIAA0319L KIAA1191P3 KIDINS220 KLC1 KLF2-DT KLHDC8A KMT2D KMT5A KMT5B KPNB1 KRT10 KRT126P KRT128P KRT18P65 KRT6C KRT8 KRT8P42 KRTAP12-1 KRTAP2-4 KRTCAP3 KTN1 LAMA3 LAMC1 LAMTOR4 LAP3P1 LAP3P2 LARP1 LBR LDHB LDLRAP1 LEMD1 LENG8 LGALS8 LGALS8-AS1 LIMA1 LIMD1 LIN54 LINC00242 LINC00298 LINC00332 LINC00339 LINC00343 LINC00426 LINC00431 LINC00466 LINC00470 LINC00475 LINC00504 LINC00519 LINC00607 LINC00608 LINC00624 LINC00630 LINC00649 LINC00836 LINC00840 LINC00862 LINC00865 LINC00887 LINC00964 LINC01029 LINC01031 LINC01033 LINC01058 LINC01088 LINC01089 LINC01094 LINC01098 LINC01120 LINC01151 LINC01237 LINC01258 LINC01269 LINC01270 LINC01275 LINC01287 LINC01300 LINC01339 LINC01353 LINC01358 LINC01398 LINC01409 LINC01484 LINC01485 LINC01504 LINC01511 LINC01555 LINC01562 LINC01585 LINC01588 LINC01610 LINC01623 LINC01700 LINC01719 LINC01732 LINC01795 LINC01829 LINC01841 LINC01879 LINC01888 LINC01907 LINC01914 LINC01925 LINC01929 LINC01931 LINC01942 LINC02006 LINC02018 LINC02030 LINC02036 LINC02037 LINC02052 LINC02057 LINC02073 LINC02132 LINC02141 LINC02155 LINC02159 LINC02200 LINC02377 LINC02420 LINC02511 LINC02535 LINC02543 LINC02561 LINC02564 LINC02599 LINC02608 LINC02694 LINC02842 LINC02846 LINC02863 LINC02870 LINC02922 LINC02923 LINC03054 LIPM LIVAR LMBR1 LMNA LNCRNA-IUR LNCTSI LNP1 LOC124902847 LOC124904631 LONRF1 LOXL3 LRIG2 LRP1 LRP1B LRP8 LRRC41 LRRC47 LRRC51 LRRC8B LRRFIP2 LRRK2 LRRTM3 LSM8 LTA4H LTBP1 LTBP4 LUC7L LUCAT1 LUZP1 LUZP4P1 LY96 LYN LYPLA1 LYRM7 LYRM9 LYSMD3 MACO1 MAD1L1 MAFG MAGOH2P MAILR MAK16 MAN2A2 MANF MAP1LC3B2 MAP3K4 MAP3K7CL MAP4 MAPK13 MAPK6 MAPRE2 MAPT MARF1 MARS2 MARVELD2 MARVELD3 MAS1L MATN1-AS1 MATN2 MBD2 MBD5 MBP MCFD2P1 MCM2 MCMBP MDC1 MDM2 ME1 MED13 MED15 MED16 MED20 MED8 MEF2AP1 MEF2C MEF2C-AS1 MEIKIN MEIS2 METAP2P1 METTL3 METTL9 MFAP3L MFSD11 MFSD2B MFSD6 MGST3 MIDEAS MILIP MIR106B MIR1296 MIR142HG MIR200CHG MIR22HG MIR25 MIR30C1 MIR3122 MIR3198-1 MIR3688-2 MIR3926-2 MIR4252 MIR4271 MIR4435-1 MIR4435-2 MIR4435-2HG MIR4458HG MIR4531 MIR4710 MIR4727 MIR4766 MIR5188 MIR548Q MIR548XHG MIR5700 MIR5706 MIR580 MIR584 MIR8088 MIR93 MITD1 MKLN1 MLANA MLH1 MLLT10 MME MMP9 MPHOSPH8 MPRIP MPZ MR1 MRC2 MRO MRPL24 MRPL35 MRPL46 MRPL48 MRPS21 MRPS27 MSANTD3 MSI2 MSRA MSRB1 MTA3 MTCO1P15 MTCO1P18 MTCO1P28 MTCO1P39 MTCO1P55 MTCO1P58 MTCO1P7 MTCO3P21 MTCP1 MTMR2 MTMR3 MTMR4 MTND3P21 MTND5P23 MTND5P24 MTND5P27 MTND5P30 MTND5P32 MTND5P33 MUC20-OT1 MYADM MYBPHL MYEOV MYG1 MYH7B MYH9 MYO3B-AS1 MYO7B MYOSLID MYOT MYPN NAA10 NAA80 NADK NADSYN1 NAP1L4 NAT10 NBEAL1 NBEAP2 NBN NCAM1 NCAN NCKAP1L NCLN NCOA4P1 NCOR1 NDRG4 NDUFAF4 NDUFS8 NECAB2 NEDD1 NEDD4L NEK4 NF1 NFE2L1 NFE2L2 NFE2L3 NFE4 NHLRC2 NHSL1-AS1 NID2 NKAIN4 NKD2 NKIRAS2 NLK NLRC5 NLRP1 NLRP11 NLRP4 NME8 NMRAL2P NOL3 NORAD NOS3 NPL NPM1P30 NQO1 NQO1-DT NR1I2 NR2C1 NR2F2-AS1 NR6A1 NRDC NREP NRG4 NSA2 NSD3 NSMAF NUBPL NUDT13 NUDT5 NUF2 NUMBL NUP214 NUP42 NUP43 NUP50 NVL NXPE3 NYX OASL2P OAT OGFOD2 ONECUT2 OPA1 OPA3 OPLAH OR10X1 OR11H6 OR2A1-AS1 OR2F2 OR4K17 OR8B9P ORMDL1P1 OSBP2 OSGIN1 OTOF OXCT1 OXSM P2RX6 P2RY1 P2RY6 P3H3 PADI4 PAK1 PAPSS2 PAQR5 PARD3B PARN PART1 PATJ PAX6 PAX8 PAX9 PBLD PBRM1 PCAT14 PCAT19 PCBP1-AS1 PCDH12 PCDH9 PCDHB16 PCGF5 PCIF1 PCLO PCNP PCNX4 PCOLCE2 PCYOX1L PCYT1A PCYT1B PDCD6IPP2 PDCL PDE11A PDE4A PDE4D PDGFB PDHX PDIA6 PDLIM5 PEX6 PFN2 PHACTR2 PHB2 PHC3 PHKB PHTF1 PI4K2A PIAS2 PIK3R1 PIP4P1 PIR PISD PITHD1 PKD1L2 PKIG PLA2G4E-AS1 PLA2G6 PLA2R1 PLAAT3 PLAGL2 PLCG2 PLD3 PLEKHB2 PLEKHG1 PLEKHG3 PLEKHM1 PLIN1 PLOD2 PLXDC1 PMFBP1 PNKD PNLIP PNPLA1 POLB POLE2 POLI POLR3E POP4 POPDC3 POR POT1-AS1 POU2F1 POU6F2 PPAN PPARA PPHLN1 PPIE PPP1R14D PPP1R15A PPP1R18 PPP2R2A PPP2R5B PPP2R5C PPP2R5E PPP4R1 PPP4R1L PPT1 PPT2 PPT2-EGFL8 PRDM1 PRDX1 PRDX5 PRECSIT PRELID1P5 PRG3 PRKAG1 PRKAR2B-AS1 PROSER3 PRPF18 PRPF19 PRPF38A PRPF40B PRPSAP1 PRR14L PRR5 PRSS23 PRSS55 PSAP PSKH2 PSMA3 PSMA4 PSMA5 PSMA6 PSMB5 PSMB6 PSMC1 PSMC2 PSMC3 PSMC5 PSMD11 PSMD14 PSMD14-DT PSMD3 PSMD4 PSMD7-DT PSMD9 PTGES3 PTGES3P1 PTGES3P3 PTGR3 PTK2 PTP4A2 PTPN22 PTPRC PTPRJ-AS1 PURB PVT1 PYGL QSER1 R3HDM2 R3HDML-AS1 RAB18 RAB30 RAB31 RAB33B RAB4A RAB5IF RAB6A RABEP2 RABEPK RABGAP1L RABGGTA RABGGTB RACGAP1 RAD52 RAET1E-AS1 RALGAPA1 RALY RAP1GAP2 RAPGEF2 RAPGEF3 RARS1 RASAL1 RASAL3 RASSF2 RBBP4 RBFA RBFOX1 RBL1 RBM12B RBM12B-DT RBM17 RBM27 RBM41 RBM7 RBMXL3 RBPJL RCOR3 RELN REPS1 RERE RERE-AS1 RESF1 RETREG1 RFC2 RFC5 RFESD RFFL RFKP5 RFPL1S RFWD3 RFX8 RGS20 RGS3 RGS5 RHBDD3 RHCE RHEB RHOBTB1 RHOBTB3 RHOF RIPOR3 RMC1 RMDN3 RMI2 RN7SK RN7SKP116 RN7SKP123 RN7SKP168 RN7SKP192 RN7SKP35 RN7SKP37 RN7SL174P RN7SL282P RN7SL296P RN7SL304P RN7SL326P RN7SL371P RN7SL408P RN7SL541P RN7SL633P RN7SL672P RN7SL97P RNA5SP122 RNA5SP222 RNA5SP344 RNA5SP44 RNA5SP493 RNA5SP531 RNA5SP68 RNA5SP90 RNASEH2B RNF10 RNF11 RNF130 RNF135 RNF139 RNF145 RNF212B RNF213 RNF5 RNU1-62P RNU2-30P RNU2-56P RNU4-8P RNU4ATAC12P RNU5A-8P RNU5D-1 RNU6-1 RNU6-1091P RNU6-1137P RNU6-1145P RNU6-1196P RNU6-1238P RNU6-1240P RNU6-1245P RNU6-135P RNU6-137P RNU6-140P RNU6-169P RNU6-199P RNU6-2 RNU6-218P RNU6-271P RNU6-29P RNU6-321P RNU6-323P RNU6-34P RNU6-370P RNU6-416P RNU6-444P RNU6-44P RNU6-535P RNU6-652P RNU6-667P RNU6-743P RNU6-746P RNU6-792P RNU6-8 RNU6-889P RNU6-9 RNU6-918P RNU6-950P RNU6-951P RNU7-149P RNU7-55P RNVU1-14 RNVU1-19 RNVU1-27 RNVU1-2A RNVU1-31 RNVU1-6 RNVU1-7 ROPN1L ROR2 RP1 RPAP3 RPL12P11 RPL12P38 RPL12P41 RPL12P8 RPL13A RPL13AP21 RPL18P10 RPL21P96 RPL23AP56 RPL31P22 RPL36AP19 RPL36P10 RPL5P24 RPL6P25 RPL7AP37 RPL7AP47 RPL7AP82 RPLP1P10 RPLP1P6 RPS15AP6 RPS17P10 RPS24P21 RPS29P16 RPS29P21 RPS6KA1 RPS6KB1 RPS8 RPSAP28 RPSAP65 RREB1 RRM1 RSRC1 RSRC2 RTCA RTCA-AS1 RTL10 RTN4 RTRAF RUBCNL RWDD4P1 S100A2 S100Z SAMM50 SAMSN1 SBNO1 SCAND1 SCARNA16 SCARNA18B SCARNA21B SCN2A SCN8A SCN9A SCPEP1 SDCBPP2 SDS SEC13P1 SEC14L1 SEC24A SEC24C SEC61B SECISBP2 SEL1L3 SELE SELENOK SELENOP SELL SEM1 SEMA4C SENP7 SEPTIN11 SEPTIN7P13 SEPTIN7P9 SETD3 SETD5 SETD6P1 SETD7 SF3B3 SFXN5 SGK2 SGMS1 SGSM3-AS1 SH2D2A SH2D6 SH3BP4 SH3BP5 SH3TC1 SH3TC2-DT SHARPIN SHKBP1 SHLD2 SHPRH SIGLECL1 SIPA1L1 SKAP2 SKIDA1 SKINT1L SKP1 SKP2 SLC12A6 SLC12A8 SLC13A4 SLC16A6 SLC22A23 SLC24A3-AS1 SLC25A15P5 SLC25A48 SLC25A53P1 SLC26A1 SLC26A9 SLC27A1 SLC2A2 SLC2A8 SLC30A5 SLC34A3 SLC35A3 SLC35B2 SLC35G2 SLC36A4 SLC37A4 SLC38A10 SLC38A4-AS1 SLC38A6 SLC38A9 SLC39A13 SLC3A2 SLC41A1 SLC41A2 SLC44A1 SLC48A1 SLC4A4 SLC6A12 SLC6A6 SLC7A11 SLC7A8 SLC8B1 SLC9C1 SLC9C2 SLCO1B3 SLCO1B3-SLCO1B7 SLCO2B1 SLFN12 SLMAP SLTM SMARCD3 SMARCE1P5 SMCO4 SMG1 SMIM20 SMIM3 SMOC1 SMPD4 SMYD3 SNAPC5 SNF8 SNHG20 SNHG21 SNORA11G SNORA33 SNORA58B SNORA80B SNORD100 SNORD105 SNORD12 SNORD12B SNORD12C SNORD19B SNORD19C SNORD32A SNORD45C SNORD55 SNORD96B SNU13 SNX2 SNX24 SNX29P2 SNX5 SNX8 SORD2P SORT1 SOS1 SOX13 SOX6 SPART SPART-AS1 SPATA2 SPATA5L1 SPDYA SPG11 SPG7 SPIN1 SPOPL SPP1 SPPL2A SPRTN SPTA1 SPTAN1 SPTBN2 SQSTM1 SRBD1 SRD5A3 SRD5A3-AS1 SREBF1 SREBF2 SRGAP2 SRGAP2-AS1 SRGAP3 SRI SRP54 SRPK1 SRPK2 SRPX2 SRRM1 SRRM2-AS1 SRSF11 SRSF2 SSR1 SSR3 SSX1 SSX6P ST3GAL5 STARD9 STAT1 STAT4-AS1 STAT6 STK3 STK40 STON2 STPG1 STRIP1 STRN4 STX17 STX1A STX2 STX7 STXBP1 STYK1 SULT1A1 SULT1A2 SULT2B1 SUN1 SYNPO SYNRG SYT17 SYTL2 SZT2 TAAR9 TACC1 TACC2 TACR2 TAFA2 TALDO1 TAMALIN TANC1 TANGO6 TARS1 TAS2R2P TAT TBC1D14 TBC1D15 TBC1D20 TBC1D22B TBCD TBL1X TBL1XR1 TBRG4 TBXAS1 TCEANC TCF12 TCF4 TCL6 TCTN1 TDGF1P4 TDH TDP2 TDRD9 TEAD1 TEC TEDDM3P TEKT5 TENM4 TENT5C TENT5C-DT TERF1 TEX11 TEX19 TEX45 TEX50 TFE3 TFPI2 TFPI2-DT TGFB2 TGFBR3 TGIF1 TGOLN2 THAP12 THUMPD3-AS1 TIGD7 TINAGL1 TJP2 TK2 TKT TLN2 TM2D2 TM2D3 TM9SF4 TMC1 TMCC2 TMED4 TMEFF2 TMEM106A TMEM107 TMEM116 TMEM138 TMEM14B TMEM150B TMEM167A TMEM18 TMEM209 TMEM218 TMEM243 TMEM259 TMEM37 TMEM40 TMEM44 TMEM45B TMIGD3 TMPOP2 TMSB4X TMX3 TNFAIP3 TNFRSF21 TNFRSF8 TNFSF9 TNRC18 TNRC6B TNS1 TOMM22P6 TOMM5 TOP1MT TPD52L1 TPM4 TPRA1 TPRXL TPSG1 TPT1P2 TPT1P7 TRAF4 TRAFD1 TRAJ5 TRAPPC8 TRBV27 TRBV29-1 TRBV29OR9-2 TREML4 TREX1 TRHR TRIM16L TRIM27 TRIM38 TRIM47 TRIM67 TRIM69 TRIP13 TRIP6 TRMT1 TRMT112 TRMT5 TRO TRPV2 TRUB2 TSC22D1 TSSK4 TTC17 TTC22 TTC3 TTC39A TTI2 TTLL1 TTLL4 TTR TUBA1B TUBA1B-AS1 TUBA4A TUBA4B TUBB TUBB1 TUBGCP3 TVP23B TVP23BP2 TWF1 TXN TXNDC15 TXNIP TXNRD1 TYMSOS UACA UBAP2L UBASH3A UBC UBE2E3 UBE2Z UBE3D UBE4B UBL5P4 UBOX5 UBR3 UBR4 UBR5-DT UBXN8 UGGT1 UGT8 UNKL UOX UPF3A UQCRH UROS USP10 USP14 USP24 USP3 USP32P1 USP47 USP48 USP7-AS1 UST-AS2 UTP11 UTRN VAT1 VCP VCPIP1 VDAC2 VDR VEZT VILL VIM VIM-AS1 VIPR2 VMP1 VPS8 VRK2 VSIG1 VSTM5 VTRNA1-1 VTRNA1-2 VWA7 WASHC4 WDR1 WDR36 WDR41 WDR59 WDR81 WIPF1 WRAP53 WRN WSCD1 WWOX WWP2 WWTR1 XIST XPOTP1 YAP1 YJU2B YPEL5 YWHAG YWHAQ YWHAZ YY1AP1 ZBTB14 ZBTB17 ZBTB20 ZBTB38 ZBTB48 ZC2HC1C ZDHHC13 ZDHHC2 ZEB2 ZFAS1 ZFAT ZFPM2 ZFPM2-AS1 ZHX2 ZKSCAN8P2 ZMIZ1-AS1 ZMYND8 ZNF143 ZNF204P ZNF217-AS1 ZNF24 ZNF263 ZNF277-AS1 ZNF285CP ZNF3 ZNF32-AS3 ZNF326 ZNF335 ZNF451-AS1 ZNF484 ZNF541 ZNF705A ZNF767P ZNF770 ZNF84 ZNF862 ZNFX1 ZNRF3-AS1 ZRANB2-DT ZSCAN30 ZSCAN31 MAML1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MAML1_TARGET_GENES ABCA6 ACOXL ADAM7-AS1 ADAMTSL4-AS1 ADAT3 AFF3 AGBL5 ANGPTL6 ANKRD24 ARHGAP25 ARHGAP31-AS1 ARHGAP4 ARHGAP45 BACH1 BCL2A1 BCL2L13 BCL9L BFSP2 BIRC3 BLK BRK1P2 C12orf42 C15orf62 CACNA1D CAMP CCDC102B CCDC88B CCL3 CCL4 CD19 CD1D CD36 CD37 CD53 CD69 CD72 CD79B CDK17 CEACAM1 CFAP97 CHRM3-AS2 CIITA CIRBP COA1 COX4I2 COX7CP3 CSK CTSZ CXCR5 CYB561A3 CYBA CYBC1 DAAM1 DBNL DDX39B DDX39B-AS1 DENND1C DGKA DNASE1L3 DNMT1 DRAM2 DTNB-AS1 DTX1 DUSP2 EBI3 ECE1 EDDM3DP EIF4ENIF1 ENSG00000230021 ENSG00000236403 ENSG00000265222 EPN2-AS1 ERBIN-DT EVL F8 FCER2 FCHO1 FCMR FCRL3 FGD3 FGFRL1 FKTN FKTN-AS1 FUNDC2 GADD45B GAPT GNA15-DT GOLM2 GPER1 GPR158-AS1 GPR18 GPSM3 GSAP GSDME GTPBP8 HDAC7 HES1 HES4 HLA-DMB HTR3A ICAM2 IGKC IGKV1D-8 IGLJ2 IGLJ5 IGLV7-43 IGLV7-46 IGLV8-61 IKZF2 IL16 IL21R IL23A IL4I1 IL6R-AS1 IRAG2 IRF8 ISG15 ITGAL ITGB7 JDP2 JUP KCNJ16 KIF18B KIF18B-DT KLHL20 KMT2A LCN10 LDLRAD4 LFNG LIMD2 LINC00323 LINC00511 LINC01215 LINC01353 LINC01480 LINC01624 LINC01685 LINC01814 LINC02028 LINC02090 LINC02175 LINC02391 LINC02422 LINC02579 LINC02642 LINC02695 LINC02724 LINC02909 LINC02924 LINC02977 LINC03034 LINC03040 LNCATV LPAR5 LRIG1 LSP1 LY86 LY86-AS1 LYRM4 LZTFL1 MAP1LC3B2 MAPRE2 MEMO1 MGAT1 MIR1260B MIR142HG MIR155HG MIR3150BHG MIR384 MIR4425 MIR4432HG MIR4513 MIR4645 MIR4655 MIR6813 MKNK2 MLEC MME MOB3A MS4A1 MS4A6A MT-TP MT-TT MTCO3P12 MTCO3P47 MYBPC2 MZB1 NACA NADK NANOS3 NAPA NAPG NAPSB NDUFS7 NEDD9 NEIL2 NEK8 NEUROG2 NFAT5 NFATC1 NIBAN3 NR3C1 NSMCE3 NUDT17 NUTF2 OPA3 OST4 OTUD5 P2RX1 P2RX5 P2RX5-TAX1BP3 PAN2 PASK PDE4D PEX13 PEX5L-AS2 PIK3AP1 PLEK PLEKHA2 PLEKHG2 POLR1F POMP POU2AF1 PRKCH PTK2 PTPA PUS10 QTRT2 RAB30 RASGRP2 RASGRP3 RCOR1 REL RGS20 RHBDF2 RHEX RHOG RIMS2 RN7SKP249 RN7SL38P RN7SL473P RNASE6 RNU2-6P RNU6-163P RNU6-797P RPL17P2 RPL31P51 RPL34P6 RPL7P50 RSL24D1P11 RTF2 RUNX3 RYR3 S1PR2 SAT1 SAT1-DT SBDS SBNO1 SCAMP1 SCAMP4 SDC3 SEC14L1 SELPLG SEPTIN9 SFTPB SH2D3C SH3BP1 SH3TC1 SHANK2 SIPA1 SIRT6 SLBP SLC1A4 SLC22A15 SLC33A1 SLC4A5 SNORA37 SNRPEP5 SNX11 SNX25 SPIB ST3GAL1 ST6GAL1 SYVN1 TBRG4 TEDC2-AS1 TESK2 TET3 TFEB TLCD1 TLE4 TLR1 TLR9 TMEM243 TMEM37 TMEM63A TMPRSS15 TMX3 TNFRSF17 TOR1AIP1 TRIM38 TXNDC11 TXNDC12 TXNIP TYW1 TYW3 UBAC2 UNKL UQCRC2 USP7 USP7-AS1 WFDC21P YARS1 ZEB1 ZEB2 ZEB2-AS1 ZFAT ZNF101 ZNF398 ZNF687 ZNF831 ZSCAN16-AS1 MAP2K1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MAP2K1_TARGET_GENES FOS GAS5 H2BC11 HOOK2 MALAT1 MAT2A MIR5087 PKM SGK1 MAPK3_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MAPK3_TARGET_GENES ABCA7 ACTB ACTG1 ADAMTSL4-AS1 ANXA2 B2M B4GALT1-AS1 C11orf54 C11orf98 C5orf24 CARS2 CD55 CD68 DNAJB1 EEF1A1 EIF4A2 EPN1 ERCC1 ESRRA EXOSC6 FLOT1 FOSL2 FOSL2-AS1 GAS5 GPX1 GRAMD1B H2AC11 H2AC12 H2AC20 H2BC11 H2BC12 H2BC21 H4C1 HNRNPA1 HOOK2 HSPA1B HSPA8 IER2 IER3-AS1 IGF1R IKBKB IKBKB-DT ING1 IQCN JUNB KIF22 KRT8 LDLR LINC02939 MALAT1 MAN2C1 MAT2A MFSD11 MFSD12 MIDN MIR3143 MIR3193 MIR5087 NEAT1 NR4A1 NR4A2 NUP214 PATL2 PGP PKM PLSCR1 PPIA PPP1R35-AS1 PRDX5 RBCK1 RBM4 RCC1 RGL2 RNU4-2 RNU6-1305P RPL13A RPL8 S100A11 S100A13 S100A16 SAMD1 SAT1 SAT1-DT SFPQ SGF29 SLC20A1 SLC38A2 SLC38A2-AS1 SLC50A1 SNAPC5 SNORA31 SNORA44 SNORA61 SNORA63B SNORD12 SNORD12B SNORD32A SNORD33 SNORD4B SNORD65 SOCS3-DT SRSF2 STX10 TPM4 TPT1 TRMT112 TTC21A VMP1 ZC3H12A MCM2_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCM2_TARGET_GENES AAMP ABCF2 ACVR1 AHDC1 AP2S1 APOBEC3G ARHGEF5 BANP BOD1 BRD3OS BRD7 C19orf44 C1orf159 CALCOCO1 CALR3 CDCA3 CHD9NB CHMP4B CIAO1 CLPB CRTC2 CYB561D2 DBP DDX23 DESI2 DFFA DNHD1 DSTYK FAM13A FAM222A FBXL19 FBXL19-AS1 FEM1A GSK3A GSPT1 GTF2H4 H3-3B HDGF IFRD2 KLHL22 LRRC37B MADCAM1-AS1 NCLN NDC1 NPRL2 ORMDL3 PANK4 PEMT PHB1 PHF12 PHF23 PIPOX PNKD PPP1R12B PPP1R18 PRCC PSMD11 RAB43 RALA RN7SL371P RNA5S12 SLC16A3 ST3GAL2 STAU1 TCEA2 TCEANC2 TEX45 THA1P TMEM11 TMEM11-DT TMEM115 TMEM127 TMEM164 TMEM59 TMEM91 TRAPPC9 TRIM41 TSC22D4 TSSC4 TUBA1C UCKL1 UNK UPP2 USP30 VARS2 VPS51 ZFYVE1 ZNF341-AS1 MCM3_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCM3_TARGET_GENES ACSM1 AKT1S1 ANAPC7 ARAP3 ARHGEF1 ARHGEF5 ARSA ATE1 ATE1OSP ATG4B ATP13A1 ATP8A2 B9D2 BCAN-AS2 BCL7A BCL9 BRSK1 BSCL2 C1orf174 C2CD2L C2orf50 CABIN1 CACNA1D CAMKMT CAMLG CARD10 CARD8 CASC3 CCDC115 CCDC124 CCDC167 CCDC174 CCN1 CDC42EP4 CDC45 CDK5RAP2 CENPL CHFR CHFR-DT CLK1 COBL CPEB4 CRADD CRAT CXXC1 DARS2 DAXX DAZAP1 DEDD DIO3OS DISP1 DPAGT1 DYNC2I2 ECH1 EIF4G2 ENSG00000246308 EPIST EXOSC2 EXOSC3 FAM117A FARSA FBXL19 FBXO31 FBXO38 FBXO38-DT FCHSD2 FEM1A FGF10 FGF10-AS1 FIZ1 FOXA2 FTSJ3 FUZ GAP43 GCC1 GCDH GFI1B GHITM GNAS HACD2 HCFC1 HMOX1 HNRNPUL1 HSPBP1 IMP4 INHA IPO8 KAT7 KCNH2 KCNIP2 KCNQ2 KIAA1143 KIF15 KIRREL2 KLHDC9 KLHL6 KNL1 KNSTRN KRTAP4-5 LCNL1 LEMD2 LINC01560 LRRC37B LRRC41 LTF MAP1LC3B MAP3K13 MED25 METTL3 MIR3124 MIR4314 MIR4456 MKKS MORF4L1 MRPL52 MYLK-AS1 NAPEPLD NCR3 NDRG3 NELFA NKX6-3 NOP53 NR3C1 NRSN2 NRSN2-AS1 NSD2 OBSL1 ODAD3 OXSR1 PCIF1 PEX12P1 PFKFB4 PLA2G6 PNPLA6 POGLUT1 POLR1A PREPL PRKCSH PRPSAP1 PRR14 PSMB5 PSMB6 PSMC5 PTBP1 PTP4A2 PTPA RAB7A RACK1 RICTOR RIMBP3 RIMBP3B RNF220 RNU6-419P RPAP3 RPL13A RPS11 RPS19P1 RRM1 SCYL3 SFSWAP SH3BP5L SHLD1 SLC16A5 SLC7A7 SLMAP SLX4IP SNORD95 SNX16 SPACA3 SPHK2 SPTBN4 SRFBP1 STAT6 STRIP1 SZRD1 TACO1 TBC1D17 TBL3 TCP11L1 TFAP4 TGM2 THAP4 TM9SF4 TMCC2 TMED10 TMEM187 TMEM39A TOMM40L TOR1A TPGS1 TRMT12 TSC22D4 TUBA1A TUBA1C TXNDC15 UFD1 UQCRH USP31 VPS35L XPO6 YJU2 YWHAE ZBED5 ZBED5-AS1 ZFP37 ZMYM3 ZNF175 ZNF300 ZNF350 ZNF41 ZNF432 ZNF484 ZNF524 ZNF577 ZNF585A ZNF613 ZNF614 ZNF615 ZNF649 ZNF649-AS1 ZNF747 ZNF747-DT ZNF764 ZNF785 ZNF81 MCM5_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCM5_TARGET_GENES COL24A1 CTTNBP2 HAPLN4 LINC01022 PAPLN TBC1D3P6 TMEM123 VANGL1 MCRS1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCRS1_TARGET_GENES ACYP2 AGBL5 AGBL5-AS1 ALG3 ANKRD36 CBFB CCDC103 CDC45 CLN3 DMAP1 ECE2 EFTUD2 EPC1-AS1 EPC1-AS2 FAM187A FDX1P1 GIN1 H4C8 HMGB1 HNRNPC HSPA6 ILF2 KCTD5 MMADHC MRPL52 MRPS31P5 MTTP NSFL1C NUBPL NUBPL-DT PNN PPIP5K2 RAB11A RAB7A RBL1 RPL7L1 SLC7A7 SNRPB TRMT10A UFD1 UQCRC2 WWP2 MDM2_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MDM2_TARGET_GENES ADM BRD2 FTL FUS HEXIM1 IER3 INTS6 INTS6-AS1 KMT2A POLR2A SNX12 UBB ZBTB4 MED16_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MED16_TARGET_GENES ABCC3 BHLHE40 BRWD1 BRWD1-AS2 C12orf57 CHAC1 CUEDC1 GBA1 GTF2IP12 H1-0 HOXA-AS2 HSPD1 HSPE1 HSPE1-MOB4 KDM3B KMT2A LINC00431 LINC00869 LINC00963 LINC01775 MALAT1 MIR5188 PRECSIT RCAN1 RHOBTB3 RNU1-1 RNU1-2 RNU5A-8P RNU5E-4P RNU5E-6P RNU5F-1 RNU7-1 RNVU1-14 RNVU1-19 RNVU1-25 RNVU1-28 RNVU1-30 SAMD11 SEPTIN7P14 SNORD118 SNORD3A STC2 TAGLN2 TBL1XR1 TRIB3 UBC VMP1 MED25_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MED25_TARGET_GENES ABCA10 AK5 ANAPC5 AXL BCAN-AS2 BEST3 BHLHE40 BMS1P4 BMS1P4-AGAP5 BRWD1 BRWD1-AS2 C12orf57 C1orf105 CD151 CLASP1 CLDN14 CLDN6 COX16 CP CUL3 CXCL8 CYP1B1 DDIT4 DLGAP1-AS2 DUSP6 EEPD1 EHD1 ENSG00000225676 ENSG00000259617 ERCC1 ETS1 EYS FERMT2 FEZ2 FLOT1 GLUD1P3 GPX1 GRAMD1B H1-4 H2AC17 H2AC8 H2BC17 H2BC8 H3-3B H3C12 H3C4 H4C11 H4C2 H4C3 H4C8 HDX HMGA2 HOXA10 IER3-AS1 IGF2BP2-AS1 ITGB1 ITGB1-DT ITGB2 ITGB5 KMT2A KRT15 KRT18 KRT7 KRT8 LINC00511 LINC00513 LINC00649 LINC00886 LINC01730 LINC02098 LINC02288 LINC02320 LINC02709 LINC02889 LINC02970 LINC02989 LTBP1 LURAP1L-AS1 LY6K MALAT1 MED24 MIR100HG MIR23A MIR23AHG MIR27A MIR5188 MIR584 MITD1 MRPL30 MSMP MYEOV MYL12A NAALADL2 NAV3 NEAT1 NNMT NRP1 PIGC PLAU POLDIP3 PRAC2 PVT1 RNA5SP146 RNU11 RNU12 RNU2-2P RNU4-1 RNU4ATAC RNU5A-1 RNU5B-1 RNU5D-1 RNU5E-1 RNU5E-4P RNU5F-1 RNU6-1106P RNU7-1 ROCK2 RPS7 S100A16 S100A2 SCAT8 SH3TC2-DT SIGLEC15 SMAD3 SPRED2 SRI SSTR5 SSTR5-AS1 STAT1 STX16 STX16-NPEPL1 STX1A TBL1X TMEM105 TRIB1 TRIB3 TSPAN4 TTC3 UBC VMP1 WDR74 WWTR1 MEF2C_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEF2C_TARGET_GENES AAGAB AAMDC ABCA6 ABCA7 ABCD2 ABCE1 ABCF2 ABCG1 ABHD3 ABI2 ACAD9 ACBD4 ACKR3 ACP3 ACSF3 ACSL1 ACTA2 ACTB ACTR10 ADAM28 ADAMTS4 ADAMTS6 ADAMTS7P4 ADAMTSL4 ADAMTSL4-AS1 ADAMTSL4-AS2 ADAP1 ADAP2 ADAT2 ADCY10P1 ADCY5 ADD3 ADGRD1 ADGRD1-AS1 ADGRG1 ADGRL1 ADI1P3 ADNP ADPGK AFF1 AFF3 AFTPH AFTPH-DT AGO2 AGPAT3 AHSA2P AIP AKAP11 AKAP13 AKR1B1 AKR1B15 AKT2 ALB ALDH1A2 ALG1 ALG10 ALG10B ALG9-IT1 ALK ALKBH2 ALOX15P2 ALPL ALS2 AMOTL2 AMPD3 ANAPC10 ANAPC13 ANKRA2 ANKRD11 ANKRD17 ANKRD24 ANKRD34A ANKRD40 ANKRD50 ANKRD55 ANKRD6 ANXA11 ANXA3 ANXA6 AOX2P AOX3P AP2A2 AP2B1 AP3M2 AP3S2 AP4B1 AP4E1 APH1B AQP1 ARAP1 ARAP2 ARF4 ARFGEF1 ARFGEF1-DT ARFRP1 ARHGAP10 ARHGAP31-AS1 ARHGAP42 ARHGAP42-AS1 ARHGAP44 ARHGAP45 ARHGAP9 ARHGDIB ARHGEF12 ARHGEF2 ARHGEF2-AS1 ARHGEF6 ARHGEF7 ARHGEF9 ARHGEF9-IT1 ARID1A ARID1B ARID2 ARL6IP4 ARL8B ARMC2 ARMT1 ARPC5L ARRB2 ARSG ARTN ARVCF ASB16 ASB8 ASPSCR1 ASS1 ASXL1 ASXL2 ATF3 ATF7IP ATG16L1 ATG5 ATG7 ATP1A1 ATP2C1 ATP5MC2 ATP5MGP8 ATP6V0A2 ATP6V0D1 ATP6V0D1-DT ATP6V1D ATP6V1G1P6 ATR ATXN1L ATXN2L ATXN7 ATXN7L3B AURKAIP1 AURKBP1 AVL9 AZIN2 B2M B3GAT1-DT B3GLCT B4GALT6 B4GALT7 B4GAT1 B4GAT1-DT BABAM1 BACE1 BAG4 BANK1 BARD1 BAZ2A BBOF1 BBX BCAP29 BCAR1 BCAS4 BCKDHB BCL2 BCL9L BEND6 BFAR BHLHE40 BIN1 BIRC3 BMS1 BMS1P4 BMS1P4-AGAP5 BNIP1 BPIFA2 BPNT1 BRF1 BRF2 BTBD17 BTF3L4 BTG1 BTG1-DT BTRC BUB1 BUB1B BUD23 BZW2 C11orf24 C11orf68 C12orf42 C12orf57 C16orf89 C16orf95 C17orf75 C17orf99 C18orf21 C19orf38 C19orf67 C1QL1P1 C1orf109 C3 C3orf52 C5orf15 CA5B CAB39 CABLES2 CACNA1A CALCOCO1 CALM1 CALML4 CAMK1D CAMTA1 CAPS2 CARM1 CASKIN2 CASP8 CAST CAVIN2-AS1 CAVIN3 CBX8 CC2D1B CCAR2 CCDC28A CCDC28A-AS1 CCDC57 CCDC59 CCDC77 CCDC88A CCL15 CCL2 CCL21 CCL3 CCL3-AS1 CCL3L1 CCNB1IP1 CCNL1 CCNT2 CCNT2-AS1 CCR2 CCT2 CCT4 CCZ1B CD164 CD226 CD36 CD37 CD44 CDC123 CDC42SE2 CDCA8 CDH17 CDHR3 CDK14 CDK17 CDK5RAP3 CDKN2AIP CDKN2AIPNL CDKN2C CEACAM3 CEBPA CEBPA-DT CENPE CENPJ CENPU CEP128 CEP135 CEP152 CEP170 CEP250 CEP44 CEP85 CERCAM CERNA3 CETP CFAP73 CFLAR CFLAR-AS1 CFTR CHAF1A CHD9 CIAO2A CIAO3 CIB2 CIRBP CITED2 CKB CLASP1 CLASP2 CLEC14A CLEC16A CLEC2D CLEC7A CLIC5 CLK3 CLN3 CLPTM1L CLTC CLUH CLUL1 CMPK2 CMSS1 CMTR1 CNNM4 CNR2 CNTN4-AS2 CNTRL COA1 COA6-AS1 COG5 COIL COL12A1 COL16A1 COL21A1 COL4A3 COLCA1 COMETT COMMD10 COMTD1 COPE COPS4 COPS7B COQ8B CORO7 COX16 COX20P2 COX5BP2 COX7CP3 CPNE2 CPNE8 CREB5 CRELD1 CRHR1 CRK CRTC2 CRYL1 CSK CSN1S1 CSRNP2 CTNNB1 CTR9 CTSA CTSC CUL4A CWC27 CXCL10 CXCL12 CYB561A3 CYBB CYCSP38 CYP11A1 CYP1B1 CYP4V2 CYREN DAAM1 DAB1 DACT3 DACT3-AS1 DAPK1 DAXX DAZAP1 DAZL DCAF17 DCLRE1B DCUN1D4 DDB2 DDN DDX18 DDX21 DDX49 DECR1 DEGS1 DENND1B DENND2B DENND4A DENND4B DENND5A DENND5B DENND5B-AS1 DEPDC5 DEPP1 DGAT2L6 DGKD DGKZ DHRS3 DHRS4-AS1 DIP2B DISP2 DLL4 DMAP1 DMRTA2 DMXL2 DNAI7 DNAJA3 DNAJB12 DNAJB13 DNAJB2 DNAJC17 DNAJC27 DNAJC3 DNM2 DNPEP DOCK2 DOCK4-AS1 DOCK7 DOCK7-DT DOT1L DPF3 DPH5-DT DPRXP3 DPY19L4 DRAP1 DSE DST DSTYK DTD1 DTNB-AS1 DTWD2 DUS1L DUSP10 DUSP16 DUSP22 DUSP8 DZIP1L EDEM3 EDN2 EEA1 EEF1AKMT1 EEFSEC EEIG2 EFHC1 EFNA5 EGR2 EHD4-AS1 EIF2B4 EIF2S1 EIF3J-DT EIF4BP9 EIF4E EIF4E2 EIF5B ELAVL4 ELP2 EMC7 ENDOU ENPP1 ENPP3 ENSG00000183154 ENSG00000188897 ENSG00000215022 ENSG00000224935 ENSG00000230021 ENSG00000232995 ENSG00000235480 ENSG00000235978 ENSG00000237461 ENSG00000249631 ENSG00000250075 ENSG00000251314 ENSG00000252923 ENSG00000253165 ENSG00000253177 ENSG00000253214 ENSG00000253842 ENSG00000254718 ENSG00000255476 ENSG00000257746 ENSG00000266401 ENSG00000274015 ENSG00000278390 ENTR1 EPAS1 EPB41L4A-AS1 EPC1-AS2 EPM2AIP1 EPOP EPS15 ERBIN ERBIN-DT ERC1 ERCC1 ERCC5 ERCC6L2 ERCC6L2-AS1 ERG28 ERGIC2 ERICH2-DT ERICH3-AS1 ERLIN2 ERMN ERRFI1 ERRFI1-DT ESF1 ESM1 ESR1 ETFRF1 ETV5-AS1 ETV6 EVL EXD3 EXOC1 EXOC7 EXOSC3 EYA2 EYS FAF1 FAM107B FAM117A FAM124B FAM174B FAM3C FAR1-IT1 FAR2 FBXO34 FBXO34-AS1 FBXW11 FCHO1 FCN1 FCRLA FCSK FERMT3 FEZ2 FGD6 FGF9 FGR FHL1 FHOD1 FLI1 FLJ38576 FLOT1 FLT3LG FNBP1L FNTA FOSB FOXN3 FOXP1 FRA10AC1 FRG1 FRG1-DT FRG1CP FRG1HP FRMD3 FRMD4A FRY FSD2 FTH1 FUOM FYTTD1 FZD9 G6PC3 G6PD GABARAP GABBR2 GABPA GABPB1 GABPB1-AS1 GALNT12 GALT GAMT GAPDHP55 GARS1 GARS1-DT GAS5 GAS7 GASK1B GASK1B-AS1 GATAD2A GBA1 GBF1 GCLM GCN1 GDNF-AS1 GEMIN8 GFI1 GFI1B GFM1 GFM2 GGNBP2 GIMAP6 GIN1 GJA3 GLIS3 GLUD1P3 GMDS GNA15-DT GNAS GNE GNG12 GNPTAB GNPTG GOLGA7 GOLGA8M GORASP2 GPBP1 GPR107 GPR18 GPR199P GPR55 GRAMD1A GRAMD1B GRIN2A GRINA GRK2 GRK4 GRM4 GRSF1 GSN GSN-AS1 GSTCD GSTZ1 GTF2A1 GTF2A1-AS1 GTF2B GTF2H4 GTF3C3 GTPBP2 GUSB GYS1 GYS2 H1-10 H2BC5 H2BC6 H2BC8 H3P35 H4C4 HAL HARS1 HARS2 HAUS8 HBG1 HCG17 HCG21 HDAC5 HDAC7 HDAC9 HDGF HDLBP HEBP2 HEMGN HENMT1 HEXD HEY2 HHEX HHIP HILPDA HILPDA-AS1 HINT1 HIRA HIVEP1 HLA-DMB HMBS HMG20A HMGA1 HMGB1 HMGB4 HMGCL HMGCR HNRNPA1 HNRNPK HNRNPM HOXA-AS3 HPS4 HSD11B1 HSD17B12 HSD17B3 HSF2BP HSP90AB1 HSPB1 HSPH1 HTATSF1P2 ICAM1 ICAM2 IDH2-DT IDH3A IDH3B IDH3B-DT IER2 IER3-AS1 IFIT1 IFT122 IGF1R IGFLR1 IGHMBP2 IGHV3-63 IGKV4-1 IGLVI-70 IGSF10 IKZF2 IKZF3 IL12A IL12RB1 IL1R1 IL21R IL23R IL2RB IL3RA IL4I1 IL6R-AS1 IL6ST IMMP2L INO80B INO80B-WBP1 INPP4B INPPL1 INSR INTS12 INTS14 INTS15 INTS9 INTU IPCEF1 IQCH IRAG2 IRF4 ISG15 IST1 ITGA10 ITGAL ITGB1 ITGB7 ITGB8 ITGB8-AS1 ITPKC ITPR1 ITPR1-DT ITSN1 JADE1 JAG1 JCHAIN JMJD1C JPX JRK KANSL3 KAT6A KBTBD2 KBTBD6 KCNJ11 KCNK15-AS1 KCNN3 KCTD17 KCTD2 KCTD20 KCTD5 KDM1A KDM3B KDM4B KDM5A KDSR KEL KIAA0232 KIAA0930 KIAA2026 KIF13A KIF21B KIF6 KIF9 KLF11 KLF2 KLF2-DT KLF6 KLF7 KLHDC10 KLHDC2 KLHL18 KLHL8 KLLN KLRK1-AS1 KMT2A KPNB1 KPNB1-DT KRAS KRBA2 KRT20 KRTAP5-AS1 LACTB2-AS1 LAMP1 LAMP3 LARP7P4 LAS1L LATS1 LCP1 LDLRAD4 LDLRAP1 LGALS13 LIMA1 LIMD1-AS1 LIMK1 LIMS1 LINC-PINT LINC00158 LINC00240 LINC00265 LINC00298 LINC00339 LINC00431 LINC00511 LINC00536 LINC00544 LINC00582 LINC00635 LINC00879 LINC00886 LINC00898 LINC00938 LINC00944 LINC00973 LINC00989 LINC01010 LINC01023 LINC01117 LINC01121 LINC01132 LINC01234 LINC01320 LINC01348 LINC01353 LINC01366 LINC01435 LINC01460 LINC01480 LINC01547 LINC01635 LINC01649 LINC01686 LINC01719 LINC01749 LINC01805 LINC01852 LINC01923 LINC01970 LINC02026 LINC02090 LINC02098 LINC02132 LINC02174 LINC02289 LINC02334 LINC02354 LINC02392 LINC02426 LINC02439 LINC02541 LINC02608 LINC02615 LINC02642 LINC02709 LINC02777 LINC02898 LINC02901 LINC02909 LINC02913 LINC02922 LINC02934 LINC02938 LINC02940 LINC02977 LINC02980 LINC02989 LINC03022 LINC03034 LIPT1 LITAF LMBR1 LMNA LMO4 LNCATV LNCRNA-IUR LOC124900198 LOC124906343 LONP2 LOXL2-AS1 LRATD2 LRIG1 LRP1 LRRC14B LRRC37A3 LRRC37A6P LRRC63 LRRC8D LRRK2 LRRK2-DT LRSAM1 LSP1 LTBP2 LTV1P1 LY9 LYN LZIC LZTFL1 LZTS2 MACF1 MACORIS MACROD2 MAD1L1 MADCAM1 MADD MADD-AS1 MAF1 MAGEA7P MAGI2-AS1 MAGOHB MAK MALAT1 MALL MAN2C1 MANEAL MAP1LC3B2 MAP3K12 MAP4K3 MAPK1IP1L MAPKAPK5 MAPKAPK5-AS1 MARCHF8 MARCKSL1P2 MARF1 MATR3 MBTPS2 MCL1 MCM2 MCM6 MCUR1 MDH1 MDM2 ME1 MED23 MED24 MED4 MED6 MEF2A MEF2C MEF2C-AS1 MEF2D MELTF METAP1 METTL25 METTL9 MFSD11 MFSD12 MFSD12-AS1 MIB1 MID1IP1 MID1IP1-AS1 MIDEAS MIR1284 MIR142HG MIR1538 MIR29B2CHG MIR3142HG MIR3190 MIR3622B MIR3667HG MIR3913-1 MIR3934 MIR4425 MIR4437 MIR4498 MIR4512 MIR4733HG MIR510 MIR5188 MIR520A MIR548AW MIR584 MIR6083 MIR620 MIR652 MIR7845 MIR8074 MIR9-3HG MKKS MKNK1 MKNK2 MKRN2 MKRN2OS MLEC MLH1 MLLT1 MMP2 MNDA MNT MOB3A MOG MOK MON1B MPG MPHOSPH9 MPP7 MRPL21 MRPL40 MRPL44 MRPL58 MRPS18C MRPS30 MRPS30-DT MRPS31 MRPS31P5 MRPS33 MRTFA MRTFA-AS1 MS4A1 MT-CO1 MT-ND6 MT-RNR1 MT-TE MT-TF MT-TP MT-TQ MT-TT MT-TW MT1E MTA1 MTCH1P2 MTCO3P12 MTERF4 MTF2 MTHFD1L MTIF2 MTND1P15 MTPN MTRF1LP2 MTSS1 MTUS2 MTUS2-AS2 MTX2 MVD MYCT1 MYLK3 MYO18A MYO1C MYO3B-AS1 MYO9B MYOF N4BP2 NAB1 NACC1 NADK NAE1 NAGK NAGPA NAMPT NAP1L1 NAPA NAV3 NBN NCBP2 NCBP2AS2 NCBP3 NCOA3 NDST1 NDUFAF1 NDUFAF5 NDUFS4 NDUFV2 NDUFV3 NEAT1 NEK3 NEK6 NEK8 NEURL2 NFAT5 NFE2L2 NFKB2 NFKBIA NFS1 NFX1 NFXL1 NFYB NIBAN1 NIBAN2 NIBAN3 NIF3L1 NIN NINJ2-AS1 NIPSNAP2 NKAPD1 NKIRAS1 NKTR NLRP4 NMNAT1 NMNAT2 NMUR1 NNT-AS1 NOL9 NOP14 NOXA1 NPC1 NPLOC4 NPM1P7 NPNT NPTN NR2C1 NR3C1 NR4A1 NR4A2 NR4A3 NREP NRG4 NRP2 NRXN1 NSA2 NSFL1C NSMCE3 NTAN1 NTHL1 NUDT5 NUF2 NUMB NUP42 NUP85 NUP88 ODAD2 ODAD3 ODR4 OFCC1 OFD1 OGFOD3 OLFM2 OMA1 OR1X5P OR2G6 OR3A1 OR5H1 OSBPL9P2 OSBPL9P3 OTUD4 OTUD5 OTX2P2 OXTR PABPC4 PACRG-AS2 PAFAH1B3 PAG1 PAK6 PAK6-AS1 PALS2 PAM PARD3B PARN PARP1 PARP10 PASK PAX1 PBX1 PCDHGC3 PCDHGC5 PCID2 PCMTD2 PCNP PCNT PDCD1 PDE3B PDE4B PDE4D PDE6D PDE8A PDS5B PEA15 PELI2 PEMT PER1 PEX3 PF4V1 PFDN5 PFKL PGK1 PGM1 PHACTR3 PHACTR3-AS1 PHF12 PHF24 PHIP PHLDB1 PHLDB2 PICALM PIGA PIGG PIH1D2 PIK3C3 PIPOX PITPNM2 PITRM1 PLA2G4C PLB1 PLCB1-IT1 PLCL2 PLCL2-AS1 PLD1 PLD3 PLEK PLEKHA4 PLEKHG7 PLEKHM3 PLEKHN1 PLK1 PLPP4 PMCH PNISR PNOC PNPT1P2 PNRC1 POLDIP3 POLG2 POLR1A POLR2A POLR2K POMT2 PON1 POP7 POR PPCDC PPFIBP2 PPIL3 PPIP5K2 PPM1A PPP1R12C PPP1R16B PPP1R18 PPP1R37 PPP1R3A PPP1R3B PPP2R5A PPP4R1L PPP4R3B PPP4R3B-DT PPP6R2 PPT2 PPT2-EGFL8 PPWD1 PRECSIT PRELID3A PRICKLE1 PRKAB2 PRKAG2 PRKCE PRKCH PRKCSH PRKCZ PRKD2 PROSER2 PRPF8 PRR11 PRRT1 PSCA PSD4 PSIP1 PSMA6 PSMB3 PSMB8 PSMC1P8 PSMC3IP PSMC4 PSMD11 PSME3IP1 PSPHP1 PTEN PTMA PTPA PTPN6 PTPRC PTPRO PTPRU PTS PUM1 PUM3 PVT1 PWWP3A PXK PXT1 PYCR1 R3HCC1 RAB18 RAB31 RAB4B RAB4B-EGLN2 RABEP1 RABGAP1L-AS1 RABGGTA RAC1P7 RAD21 RAD23B RAD51AP2 RANBP1 RAPGEF1 RAPGEF4 RAPGEF6 RARG RASA1 RASGRP3 RAVER2 RB1 RB1-DT RBBP6 RBM28 RBM42 RBM45 RBM47 RBM8B RBMS3 RBPJ RCC2 RCOR1 REEP1 REEP2 RERE REV3L REXO4 REXO5 RFESD RFTN1 RGL2 RGS1 RGS3 RGS5 RHBDF1 RHBDF2 RHEB RHEX RHOA RHOB RIGI RILPL2 RIMS2 RINT1 RIPK2 RIPK2-DT RIPOR2 RMDN2-AS1 RMI1 RMND1 RN7SKP135 RN7SKP175 RN7SKP192 RN7SKP62 RN7SKP9 RN7SL172P RN7SL38P RN7SL408P RN7SL692P RNA5SP152 RNA5SP205 RNA5SP351 RNA5SP450 RNASEH2C RND1 RNF128 RNU1-78P RNU2-34P RNU2-63P RNU4-18P RNU4-2 RNU4-70P RNU5B-4P RNU5D-1 RNU6-1061P RNU6-205P RNU6-230P RNU6-351P RNU6-354P RNU6-485P RNU6-60P RNU6-946P RNU6ATAC11P RNU6ATAC34P RNU7-27P RNVU1-14 RNVU1-15 RNVU1-27 RNVU1-28 RNVU1-3 RNVU1-34 RNVU1-4 RNVU1-6 RNVU1-7 ROCR ROMO1 ROPN1L RORA-AS1 RPAIN RPL11 RPL12P12 RPL12P28 RPL15 RPL21P100 RPL26 RPL26P20 RPL27 RPL29P20 RPL37 RPL38 RPL6P25 RPL7AP58 RPL7AP74 RPL7P50 RPLP0P2 RPP40 RPS12 RPS15AP29 RPS19BP1 RPS20 RPS20P4 RPS28 RPS29P4 RPS7 RRAGC RRP1B RRS1 RRS1-DT RSAD2 RSF1 RSL24D1P11 RTF2 S100A10 S100A7A SACM1L SAE1 SAMD4A SAR1B SARNP SBNO1 SCAMP2 SCAMP5 SCARB2 SCDP1 SCIMP SCN3B SCN8A SCRIB SCUBE2 SCYL2P1 SDCCAG8 SDE2 SDF2 SDK1 SEC13 SEC14L1 SEC22C SEC23A SEC61A1 SECTM1 SELENOF SELENOH SELENOT SEMA3E SEMA4B SEMA7A SEPTIN2 SEPTIN5 SEPTIN9-DT SERP1 SERPINA13P SETD2 SFTA2 SGCA SGMS1 SH3BP1 SH3GLB1 SH3TC2-DT SHARPIN SHLD1 SIGMAR1 SIK2 SIRPB2 SIRT1 SIRT6 SLA SLAIN1 SLC12A4 SLC12A8 SLC15A4 SLC16A1 SLC16A1-AS1 SLC16A13 SLC16A5 SLC17A5 SLC22A23 SLC22A5 SLC22A7 SLC24A1 SLC25A16 SLC25A3P2 SLC26A2 SLC27A2 SLC2A13 SLC35A1 SLC35B1 SLC37A3 SLC38A4-AS1 SLC39A3 SLC41A1 SLC44A1 SLC45A3 SLC7A11-AS1 SLFN13 SLX4IP SLX9 SMAD3 SMAD3-DT SMARCA2 SMARCD2 SMCO4 SMG6 SMIM14 SMIM14-DT SMIM36 SMIM8 SNAP23 SNAP25-AS1 SNAPC5 SNF8 SNHG12 SNHG14 SNHG17 SNHG31 SNHG32 SNHG4 SNORA13 SNORA68B SNORA75 SNORC SNORD101 SNORD107 SNORD116-8 SNORD52 SNORD54 SNRPA1 SNRPA1-DT SNRPE SNX1 SNX11 SNX13 SNX14 SNX17 SNX29 SORBS1 SORBS2 SORBS3 SORL1 SOX2-OT SP2 SP2-DT SPAG5 SPATA2 SPATA31D2P SPATA4 SPEG SPG7 SPHK1 SPIB SPINK14 SPP1 SPRY2 SPRYD4 SPTAN1 SREBF1 SRGN SRRD SRRM3 SRSF2 SRSF3 SSBP1 SSBP4 ST3GAL1 ST6GAL1 ST7 STAG3L4 STAP2 STARD10 STAT1 STAT3 STEEP1 STIM1 STIM2 STING1 STIP1 STK10 STKLD1 STOML1 STPG1 STRIP1 STX16 STX16-NPEPL1 STX4 STX6 STXBP1 STYXL1 SUB1 SUDS3 SULF1 SUN1 SUPT4H1 SURF4 SVIL SYCE2 SYN3-AS1 SYNCRIP SYNJ2 SYNPO2L SYP SYS1 SYS1-DBNDD2 SYT17 SYT7 SYT9-AS1 TAB1 TACC1 TACC2 TAF12 TAF12-DT TAF4 TANK TARS1 TARS1-DT TARS2 TAS1R1 TAS2R9 TATDN1 TBC1D1 TBC1D10A TBC1D19 TBC1D4 TBCD TBKBP1 TBL1X TBL1XR1 TBX4 TCEANC TCF4 TCF7 TCTA TCTN1 TCTN3 TDP1 TDRD7 TEDC1 TEDDM2P TEFM TEKTIP1 TELO2 TFAM TFEB TFRC TGFB1I1 TGFBI TGM2 TH2LCRR THADA TIAM2 TICAM2-AS1 TIGD1 TIMM8A TLCD1 TLDC2 TLE4 TLR5 TM7SF3 TMA7B TMC1 TMED1 TMED9 TMEM117 TMEM131 TMEM138 TMEM167B TMEM170A TMEM237 TMEM242 TMEM242-DT TMEM277P TMEM35B TMEM39B TMEM41A TMEM63A TMEM9 TMPRSS9 TMX3 TNFAIP3 TNFAIP8 TNFRSF17 TNFSF13B TNFSF14 TNIP2 TNRC18 TNRC6B TNRC6C TNS3 TOB2 TOMM40L TOMM6 TOP3B TOR1AIP1 TP53 TPH2 TPR TPST1 TRA2A TRAC TRAF4 TRAJ6 TRAJ7 TRAM1 TRAPPC2 TRAV14DV4 TRDMT1 TRIM13 TRIM33 TRIM38 TRMT1 TRMT2A TRMU TRPV2 TSC1 TSC22D1 TSC22D3 TSEN15 TSEN54 TSGA10 TSN TSPAN10 TSPAN18 TSPAN7 TSPYL1 TSR3 TTC12 TTC12-DT TTC3P1 TTLL9 TTN-AS1 TUBGCP2 TUBGCP3 TVP23A TXLNB TXN2 TXNDC12 TXNDC9 U2SURP UBA7 UBAC2 UBAC2-AS1 UBALD2 UBC UBE2E2 UBE2E2-DT UBE2F UBE2FP3 UBE2H UBE2H-DT UBE2NP1 UBE2O UBE3A UBE3D UBIAD1 UBR4 UBTF UHRF2 UIMC1 UNC5CL UPF2 USP3 USP4 USP48 USP51 USPL1 UST-AS2 UTP15 UTRN VANGL1 VARS2 VDR VEZF1 VGLL4 VIRMA-DT VLDLR VLDLR-AS1 VPS16 VPS28 VPS36 VPS37B VPS9D1 VTRNA1-2 VWA7 WASHC5 WASL WDFY1 WDR1 WDR11 WDR11-DT WDR24 WDR36 WDR41 WDR44 WDR45 WDR7 WDR82 WDR82P1 WDR89 WEE2-AS1 WHSC1L2P WIZ WNT10A WRAP53 WWOX WWTR1 XIRP1 XXYLT1 YARS1 YJU2 YWHAH YY1AP1 ZBED1 ZBED5 ZBED5-AS1 ZBTB37 ZBTB43 ZC3H12C ZC3H3 ZC3H6 ZCCHC7 ZCCHC8 ZEB2 ZER1 ZFAND5 ZFAT ZFHX3 ZFP30 ZFP69B ZFP90 ZFR ZFYVE19 ZGPAT ZMAT2 ZMIZ1 ZMIZ1-AS1 ZNF106 ZNF148 ZNF165 ZNF169 ZNF174 ZNF213 ZNF213-AS1 ZNF23 ZNF236-DT ZNF24 ZNF276 ZNF287 ZNF3 ZNF346 ZNF385A ZNF443 ZNF484 ZNF503-AS1 ZNF527 ZNF529 ZNF580 ZNF581 ZNF609 ZNF687 ZNF687-AS1 ZNF721 ZNF746 ZNF747 ZNF747-DT ZNF768 ZNF770 ZNF790 ZNF790-AS1 ZNF821 ZNF839 ZNF843 ZNF85 ZPBP ZPBP2 ZSCAN12 ZSCAN16-AS1 ZSCAN25 ZSCAN32 ZSWIM6 MEF2D_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEF2D_TARGET_GENES ABCC3 ABT1P1 ACBD5 ACP2 ACTR3B ACTR3C ACYP1 ADAR ADAT2 ADD1 ADGRD1 ADIPOR2 AHCYL2 AHI1 AKR1E2 AKT1S1 ALDH1A2 ALDH5A1 ALPL AMH AMN1 ANGPT1 ANGPTL4 ANKRD34A ANKRD40 ANPEP ANXA11 AP2S1 AP3M2 AP3S2 AP5Z1 APIP AQP1 AQR ARHGAP1 ARHGAP26-IT1 ARID4A ARMH4 ART1 ASAP3 ASB8 ASF1A ASPH ATAD2 ATF3 ATF7IP ATF7IP2 ATG3 ATL3 ATP13A3 ATP13A3-DT ATP2B4 ATP2C1 ATP5PF ATP6V0CP3 ATP8A2 B3GAT3P1 BAGE2 BAX BCAN-AS2 BCAS3 BCAT1 BCKDHA BCL9L BLOC1S3 BMAL1 BMPR1A BMS1P4 BMS1P4-AGAP5 BNIP3L BOD1 BPTF BRD3OS BRME1 BRSK1 BRWD1 BRWD1-AS2 BUB1 BZW2 C11orf24 C11orf54 C12orf57 C19orf38 C21orf62-AS1 C2CD3 C3orf86P C5orf15 C6orf62 CABIN1 CACYBP CALHM5 CARD8-AS1 CASC3 CASD1 CAT CC2D1A CCDC124 CCDC136 CCDC174 CCDC59 CCN1 CCNI CCNL1 CCR5AS CCRL2 CDCA3 CDKL3 CDYL CENPA CENPJ CENPK CENPP CEP120 CFLAR-AS1 CHD2 CHD4 CHD9NB CHPT1 CILP CKB CLASP1 CLEC16A CLPX CMTM3 CNOT1 CNOT7 COA6 COA6-AS1 COL4A2 COMMD10 COX16 CP CPEB4 CPNE2 CREB1 CREB3L2 CRYBG2 CTNNA2 CTNS CUL4A DACT3 DACT3-AS1 DAZAP1 DDN DDX3ILA1 DENND1A DEPP1 DGCR8 DHFRP2 DHRS3 DHRSX DHX40 DHX58 DNAJB2 DNM2 DNMT3B DOCK6 DRG2 DUS1L DUSP22 DYNC2I2 DZIP1L EFCAB14 EFHB EIF2D ELAPOR2 ELF2 ELOC ENAM ENC1 ENGASE ENSG00000206898 ENSG00000235480 ENSG00000237461 ENSG00000255314 ENSG00000266401 ENSG00000266976 ENSG00000267082 EOGT ERAP1 ERBIN ERCC1 ERH ERI1 EVA1B EXOSC5 EXOSC6 EZH2 EZR FAAP20 FAM131A FANCA FBXL5 FBXO4 FCHSD2 FHL2 FHL3 FKBP8 FNBP4 FOXK2 FSD2 GABARAP GABPA GABPB1 GABPB1-AS1 GALNT11 GAPDHP14 GBA1 GDAP1 GET4 GFI1B GFY GGT1 GLT8D1 GLUD1P3 GNA12 GNA13 GNAS GNG4 GNL3L GOLGA3 GPCPD1 GPRC5C GTF2IRD1 GYS1 HACD2 HBD HCFC1 HDAC5 HDAC6 HDAC7 HDAC9 HDDC2 HEATR5A HEATR5A-DT HEXA HEXA-AS1 HJV HMG20A HMGN2P34 HNRNPA2B1 HNRNPC HNRNPD HPN HROB HSD17B12 HSPA9 HSPB1 HSPBP1 HTR5A HUS1 IFRD2 IFTAP IGF2BP3 IKBKB-DT ILF3 ILF3-DT IMPACT INHA INHBE IRGQ ITFG2 ITGAM ITGB5 JUN KAT5 KBTBD8 KCNAB1 KCND2 KCNH2 KCNJ11 KCNN1 KCTD21-AS1 KDM3A KDM5C KHSRP KIRREL2 KLF6 KLF7 KLHDC9 KLHL30 KNL1 LAMP1 LDLRAP1 LEKR1 LEMD2 LEPROTL1 LINC00635 LINC00933 LINC01132 LINC01135 LINC01215 LINC01257 LINC01287 LINC01719 LINC01732 LINC01798 LINC01970 LINC02015 LINC02252 LINC02517 LINC02608 LINC02696 LINC02985 LINC03016 LINC03023 LMNA LNCRNA-IUR LNX1 LNX1-AS2 LOC101929566 LRP6 LRPPRC LRRC28 LRRC39 LRRC77P LRRC8C LRRC8C-DT LSM10 LSR MADD MADD-AS1 MAK16 MALSU1 MAP3K4 MAP3K7 MAP4K3 MAPK6 MARCHF1 MARCHF2 MAST4 MAST4-AS1 MBD5 MCAT MEAF6 MECOM MEF2A MEF2C MEF2D METTL13 METTL25 MFAP3L MGME1 MID1IP1 MIR1205 MIR1284 MIR3115 MIR3187 MIR3684 MIR4276 MIR4729 MIR4766 MIR5093 MIR548AW MIR584 MIR638 MIR7-3 MIR7-3HG MIR7845 MIRLET7IHG MIX23P5 MKS1 MOG MOK MRPL48 MRPL53 MTARC1 MTMR9 MTSS1 MTTP MYBPHL MYH7B MYL12A MYLK-AS1 MYLK3 MYO18A MYO18B MYO3B-AS1 MYOM2 NAGLU NAP1L1 NAV1 NBEAP1 NBPF12 NDC1 NDRG4 NEK11 NEK6 NELFE NFATC3 NFX1 NIFKP7 NKTR NOL8 NOSIP NPL NR1H3 NR4A1 NR4A2 NRBF2 NRSN2 NRSN2-AS1 NUCKS1P1 NUP155 OBSL1 ODAD1 OFD1 OPLAH OTUD5 P4HB PAK6 PANK1 PARK7 PARM1-AS1 PAX6 PAXBP1 PCBP1-AS1 PCCB PCID2 PDE3B PDE4D PDS5A PEAK1 PEX13 PEX3 PHF5AP7 PHLPP2 PHRF1 PIAS1 PICALM PIK3AP1 PIK3R3 PIP4K2A PKN1 PLA2G12A PLA2G4C PLGRKT PMS2P4 PNRC1 POGZ PPFIA4 PPM1G PPP1R3D PPP2R5A PRELID3A PRICKLE1 PRPSAP1 PRSS23 PRTFDC1 PSMA3-AS1 PSMB9 PTBP1 PTH2 PTMS PTPA PTPN4 PURB PVT1 PYCR1 RAD9B RAPGEF6 RBBP4 RFX2 RGS20 RHOB RIN3 RN7SKP114 RN7SKP192 RN7SL1 RN7SL446P RN7SL760P RNA5SP324 RNU1-108P RNU1-19P RNU5A-1 RNU5B-4P RNU6-169P RNU6-194P RNU6-2 RNU6-927P RNU7-1 RNVU1-15 RNVU1-26 RNVU1-28 RPF1 RPL10P7 RPL21P18 RPL21P92 RPL31 RPL36P10 RPS14 RPS26 RPS29 RPS7 RTF1 S100A2 S100Z SAE1 SAMD9L SCRIB SCYL2P1 SCYL3 SDAD1P1 SDE2 SDHCP3 SEC14L1 SEC24C SEC31B SECISBP2 SEMA3C SEPTIN4 SEPTIN5 SFT2D2 SGCA SH3TC2-DT SLC12A8 SLC35A5 SLC38A1 SLC39A9 SLC41A1 SLC7A8 SLC8B1 SLC9A1 SMCO1 SNHG20 SNORA25 SNORA32 SNX5 SORD2P SP2 SP2-DT SP8 SPACA6 SPAG5 SPATA2 SPATA5L1 SPATS2L SPDL1 SPG11 SPHK1 SPINK4 SPRED1 SQSTM1 SRRM5 ST3GAL2 ST7 STAG3L4 STRIP1 STXBP5-AS1 SUCLA2 SUGCT-AS1 SULT1A2 SUMO2 SUN1 SUN3 SYCN SYNPO2L SYT12 TAF1D TAP1 TARS2 TBC1D17 TBCD TBL1X TBPL1 TCERG1 TCTN1 TEX52 TFAP2A THBS3-AS1 TIAL1 TIMM50 TKT TLR5 TM9SF4 TMBIM1 TMCC2 TMED1 TMEM14B TMEM161B TMEM187 TMEM241 TMEM248 TMEM259 TMEM268 TMEM38B TNS3 TOLLIP TOMM40 TOR1A TPGS1 TRABD2A TRAPPC2 TRAPPC6A TRAPPC9 TRIB1 TRIB3 TRIM33 TRIM38 TRMT13 TRNAU1AP TSC1 TSC22D1 TSSK3 TTC23 TTLL12 TTLL4 TUBA1B TULP2 TXNDC11 U2AF2 UBA5 UBAP2 UBE2B UBE2I UBE2O UBE2Q2P1 UBE2V1P4 UBR1 UFSP1 UHMK1 USF1 USP48 USP6NL UTP11 VDAC2 VLDLR-AS1 VMP1 VPS28 VPS29 VPS33A VWA7 WBP1L WBP2 WDPCP WDR36 WNK1 WTAP XRRA1 YWHAH ZBED5 ZBED5-AS1 ZBTB44 ZBTB44-DT ZBTB8OS ZC3H6 ZCCHC10 ZCCHC7 ZFAND5 ZFYVE1 ZNF175 ZNF24 ZNF341 ZNF408 ZNF436 ZNF503-AS1 ZNF513 ZNF576 ZSCAN31 METHYLCYTOSINE_DIOXYGENASE_TET_UNIPROT_A0A023HHK9_UNREVIEWED_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/METHYLCYTOSINE_DIOXYGENASE_TET_UNIPROT_A0A023HHK9_UNREVIEWED_TARGET_GENES ABHD6 ADAMTS3 AGTR1 AQP1 ATAD2 ATAD3A ATP1A1-AS1 ATP7B ATPAF1 ATR ATXN2 AZIN1 B4GALT5 BMF BNIP1 C15orf61 C1QTNF6 C9orf43 CCDC106 CCDC183-AS1 CHD3 CHMP6 CLUAP1 CNTFR-AS1 COL5A1 COX5A CROCCP2 CTAGE1 CTH DCAKD DGKB DHX30 DNAJB6P5 DNAJC9 DOCK10 DUS2 EEF1D EGFLAM ENSG00000230021 ENSG00000258747 ENSG00000261840 ENSG00000282936 ERLIN1 ERP29 FAHD1 FASTKD5 FGD2 FRG1 FRG1-DT FRG1CP FRG1HP GALNTL5 GEMIN5 GPR61 GSPT1 GTF3A GUSB HAGH HDAC6 HOXB-AS3 HOXB3 HSPA12A IER3IP1 IGHV3-76 INO80B INO80B-WBP1 INPP1 INTU IPO13 IQCH-AS1 KIAA0753 LINC00511 LINC01378 LINC01596 LINC02173 LINC02918 LINC03110 MCTP2 METTL25 MIR3123 MIR4486 MND1 MST1P2 MT-CO1 MT-CYB MT-ND1 MT-ND2 MT-RNR1 MT-TA MT-TC MT-TF MT-TI MT-TL1 MT-TM MT-TN MT-TQ MT-TW MT-TY MTCO1P17 MTCO3P12 MUC20 MYH11 NANOGNBP1 NBAS NBPF1 NDUFV2 NENFP1 NIFKP4 NPHP4 NYNRIN PFKP PLCG1 PLEKHJ1 PODNL1 POLE POLE3 POLR2L PPP1R10 PPP1R12A PRELID1P2 PRMT5 PSMD9 PTK2 PUM3 PXMP2 RAB4A RAB4A-AS1 RANGAP1 RBL1 RBMS1 RCC1 RFC3 RN7SL98P RNA5SP145 RNA5SP267 RNA5SP351 RNA5SP455 RNF185 RNPEP RNU6-430P RPL3 RPL30P16 RPRD1A RPS14P8 SECISBP2L SETDB1 SFXN5 SLC30A5 SMIM15-AS1 SNHG7 SNORD43 SNX16 SPHK2 SPRED3 SRCAP SYN2 SYT7 TBCD TCEAL8P1 TEAD4 TFPI TIGD5 TMED2 TMEM116 TMEM248 TMEM39B TNFAIP3 TRAK1 TRIB3 TSNARE1 TSPAN4 TXNDC17 UBE2Q2 UBOX5 USP17L18 USP30 UTRN WDR24 ZDHHC4 ZFP69B ZNF440 METTL14_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/METTL14_TARGET_GENES ALK ANKRD66 AP5Z1 ARHGEF7 ARNT2 ATAD2B ATM ATP5MC2P5 ATP6V1G1P6 BABAM1 BAIAP3 BHLHA15 BRCA2 BUB1B C1orf74 CAMK2D CCDC110 CCDC198 CCNL1 CDKN2AIP CELSR1 CENPC CFTR CLASP1 CLEC4A CLK4 CMC1 CPEB1 CPEB1-AS1 CPLANE1 CPNE3 CPXM2 CRLS1 CTSO DEFB128 DHRS2 DHX34 DLC1 DLG1 DNAJB4 DPYD-AS2 EEF1A1 EGFLAM ENC1 EVI2A EYS FAM131B-AS2 FBXO16 FGFR4 GABRA5 GCAT GET4 GLRA1 GLTPD2 GNAS GPR33 H4C2 HMGB1 HMGB3P8 HTR5A IKZF2 INO80B INO80B-WBP1 JUND KCNJ10 KLF4 LAMP1 LDAH LINC00877 LINC01132 LINC01304 LINC01719 LINC03108 LNCATV LONP2 LRIG1 LY6G5C LYSMD1 MCC MCM8-AS1 MEF2C METTL14 METTL14-DT MFSD1 MIR3188 MIR626 MIR6865 MIR7-3 MIR7-3HG MIRLET7D MRPL1 MUC13 MYO9A NCAPD2 NDUFB4P4 NFX1 NLRP4 NRXN3 NSUN6 OR13D3P OR6B3 PCBP1-AS1 PDCD4-AS1 PDXK PGK1 PKN2-AS1 PLCE1 PNRC1 PNRC1-DT POR PSMD4 PTK2 PYM1 RAP1GDS1 RGS18 RNA5SP60 RNU5A-1 RNU6-1163P RNU6-643P RNU6-896P RNVU1-14 RNVU1-15 RNVU1-19 RNVU1-30 RPL5P21 RUNX1 SCAT8 SCNM1 SENP6 SH3TC2 SIRT1 SLC44A4 SLC7A11 SLC8A1-AS1 SMG6 SNAP25-AS1 SNORA70D SPAG9 SQSTM1 STAU2 STX16-NPEPL1 TFAM TGFBI TLR10 TLR3 TNRC6C TRAV13-2 TRIM38 TSHB UBE4A USPL1 VMP1 VPS13B WWP1 XIRP2 YTHDF2 ZC2HC1C ZYX MIER1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIER1_TARGET_GENES ACAP3 ACD ACSL6 ACTL6B ACVR2A ADAM29 ADAMTSL5 ADAR ADCYAP1 ADGRB3 ADGRG1 AKAIN1 ALB ANAPC11 ANKRD13A ANKRD23 ANKRD24 ANKRD34C-AS1 ANXA2R AP3B2 AQR ARFGEF2 ARSA ASPHD1 ATP13A2 ATP6V1B2 B3GNT2 BAHCC1 BARHL1 BDNF BICDL1 BISPR BRD4 BRD7 BSG BST2 BSX BTN2A1 BTN2A2 C17orf58 C2orf50 C3orf18 C4orf46 CA10 CA15P1 CABP1-DT CACNG2 CACNG2-DT CADM3-AS1 CADPS CALB1 CARTPT CASKIN2 CCDC13 CCDC136 CCDC159 CCDC71 CCN1 CDC37 CDH23 CDK5RAP1 CDK5RAP2 CELF3 CELF6 CENPN CHCHD4 CHD9NB CHGB CHRNA4 CHST10 CHST8 CLIC4P2 CLK2 CLSTN3 CMC2 CMIP CNIH2 CNTNAP2 CNTNAP5 CNTNAP5-DT CPLX2 CRIP2 CRMP1 CRYBA2 CTDSP1 CTDSP2 CTXN2 CTXN2-AS1 CYB5R4 DAO DAPK3 DAXX DDX25 DGKD DIABLO DISP3 DLG4 DNER DNMT3A DPF1 DRD3 DUSP7 ECM1 ECSIT EFHB EMC9 ENSG00000231876 ETFDH EVA1B EXOC3L1 FAM20B FAM222A-AS1 FAM237A FAM53C FAM89A FBLL1 FBXL15 FCHSD2 FCMR FGF12-AS2 FGF18 FZD1 FZD2 GALNT11 GDAP1 GDAP1L1 GDF11 GFI1B GFPT2 GGT1 GIT1 GLRA1 GNAO1-AS1 GNAS GNB2 GPR108 GPR158 GPR19 GPR6 GRM1 GRM2 GSE1 GSX1 HDDC2 HEMK1 HEXIM1 HHATL HHATL-AS1 HLA-E HNF4A-AS1 HNRNPAB HRH3 HS3ST2 HSPD1P12 HSPG2 HTR1A HTR5A ICMT ICMT-DT IFI6 IGFL4 IGSF10 IQCN KBTBD4 KCNB1 KCNC1 KCNC4 KCNH2 KCNH6 KCNIP1-AS1 KCNK12 KCNN4 KCNQ2 KLHDC9 KRT10 KRT86 KSR1 LACTB2 LHFPL4 LHFPL5 LINC00485 LINC00526 LINC00964 LINC01586 LINC01729 LRRC20 LTBP3 LTBP4 MAD2L1BP MADCAM1 MANEAL MAPK11 MAPK8IP2 MARCHF4 MARF1 MAST3 MAST4 MAST4-AS1 MDGA1 MEF2A MFSD12 MIR1224 MIR551A MIR7-3 MIR7-3HG MIR9-3HG MOGS MRPS6 MVB12A MYO1A NALF1 NDUFS3 NECAB2 NEUROD4 NKAIN1 NKAPD1 NMBR NOS2P4 NPDC1 NPPB NR4A1 NRSN2 NRSN2-AS1 NRXN2 NSG2 NXPH1 NYAP2 OGDHL OR1AB1P OSBP2 OSER1 OSER1-DT P2RX6 P3H3 PAOX PAQR4 PARD6A PCSK1 PDE4C PGBD5 PHC2 PHF21A PIH1D2 PIK3R3 PITPNC1 PKMYT1 PLA2G4C PPM1N PRLHR PRSS27 PSD PSPC1 PTCH1 PTP4A2 PUS3 PYGM RAB39A RAC1 RCC1L RESP18 RFPL1S RHBDF1 RIMBP3 RIMKLA RN7SKP92 RNA5SP242 RNA5SP243 RNA5SP60 RNFT2 RNVU1-26 RPH3A RPL18A RPL23AP71 RPS29P25 RTN4R RUNDC3A RUNDC3A-AS1 RXFP3 RXRB SCAMP5 SCG2 SCG3 SCGB2A1 SCGN SCML2 SCRT1 SCRT2 SEMA3B SERBP1P3 SEZ6 SEZ6L2 SGSM1 SIGLEC30P SIRT4 SLC12A1 SLC16A5 SLC25A13 SLC35E2A SLC35F1 SLC35F2 SLC39A3 SLC4A1AP SLC5A3 SLC8A2 SMAP2 SMARCE1P6 SMG8 SNAP25-AS1 SP8 SPICP4 SRRM3 SS18 SSBP1 SSBP2 SSH1 STK35 STMN3 STXBP5L SULT2B1 SUPT16H SUPT7L SVOP SYN1 SYP SYT14 SYT5 SYT7 TBC1D10A TCF3 TCP11L2 TFAP4 TJP3 TKT TMEM120B TMEM145 TMEM179 TMEM181 TNR-IT1 TNRC18 TPH2 TRAK1 TRIM69 TRIP10 TRPC7 TSEN54 TTC9B UBE2I UBE2V1P4 UBE4B UBR3 UNC80 UTP4 VGF VIM VIM-AS1 VIP VPS37D VPS54 VRK3 VSTM2L VTN VWA5B2 WDR24 WDR90 WEE2-AS1 WIZ WRAP53 XKR9 YBX1P7 YIF1A ZCCHC24 ZDHHC24 ZNF275 ZNF280B ZNF579 ZNRF3 MNX1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MNX1_TARGET_GENES CEROX1 DGKA FCMR IQGAP3 MIR339 OCA2 RNF41 RNU6-256P SLC6A13 TRIM41 ZDHHC14 MPHOSPH8_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MPHOSPH8_TARGET_GENES BBC3 DCP1B HERC6 LINC01623 LINC02100 LINC02453 RPS27L TAP2 ZNF200 ZNF530 MSX1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MSX1_TARGET_GENES AFF4-DT AGPS ANKFY1 ANKS4B ANXA2R-AS1 ARID5B ATF7 ATF7-NPFF ATP5PB BCAS3 BCL2L14 BCLAF1 BTG3-AS1 C1orf226 C6orf89 CCDC124 CCDC192 CDC5L CDK12 CEP120 CEP350 CETN3 CFAP70 CLDN12 CLPB COG5 COQ2 COQ5 COX11 CREBZF CYB5D1 DBR1 DCAF6 DCTN2 DENR DLD DNAJB4 DNMBP DRAIC DRC3 DST DUS4L DUT EFCAB14 EGF ENC1 ENTPD4 ENTPD4-DT ERAP1 ERCC6L2 ERCC6L2-AS1 ERGIC2 ERH FAM135A FAM200B FAM47E FBXL5 FKBP7 FUBP1 GAPDHP25 GCA GEMIN2 GIPC2 GIRGL GLRX H3C9P HCG14 HMG20A HMGCR HMGN2P46 HMGXB3 HNMT HOMER2 HOXA-AS3 HSPD1 HUWE1 IFIH1 IFT80 IL20RA IMP3 INO80 IQCG ITGB5 ITGB6 KATNB1 KIAA1217 KLF5 LEKR1 LINC02038 LINC02340 LINC02363 LOC101928924 LTBP1 MACC1 MANCR MAP3K7 MAPK14 MBP MDH2 MEF2C MEGF11 METTL16 MPC2 MPPE1 MPZL3 MRPL57 MRPS14 NAA38 NCOA4 NLN NXPE1 NXPE2 OGDH OSGEPL1 OSGEPL1-AS1 PDSS2 PEAK1 PFKFB2 PFN2 PNN POLR1C POLR3A PPCDC PPP2CA PRR5L PSMD5 PSME2P3 QKI R3HDM1 RAMAC RBM15 RBM26 RBM39 RC3H2 RNF43 RNU1-134P RNU5E-1 RNU6-952P RPL17 RPL17-C18orf32 RPL21 RPL35A RPL4 RPS11 RPS6 RPS9 SCYL3 SEPTIN7 SEPTIN7-DT SERPINB5 SETD5 SKA3 SKAP2 SLC17A1 SLC30A10 SLC38A6 SLC39A9 SLC7A11 SMARCAD1 SMARCAD1-DT SMC4 SMG5 SMNDC1 SNHG16 SNORD1C SNORD58B SRI SRP19 SRSF10 STRIP1 STXBP4 STYXL1 SUN1 TANK TARDBP TDP2 THAP2 TLR3 TMEM18 TMEM209 TMEM79 TMOD3 TOM1L2 TPR TSPAN12 TTC21B TUBGCP5 USO1 USP54 VMP1 WDR77 WSB2 XPNPEP1 YAE1 YIPF3 YOD1 YWHAZ ZFC3H1 ZNF317 ZNF704 ZRANB3 ZWILCH ZZZ3 MSX2_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MSX2_TARGET_GENES AAGAB ARL6IP1 BLCAP BLOC1S2 CCDC121 GPN1 IK IQCH MYG1 NDUFA2 PNISR PPP2CA PPP2CA-DT SH3PXD2A-AS1 SUGT1-DT TMEM19 ZNF335 ZNF426 ZNF426-DT ZNF446 MTHFD1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MTHFD1_TARGET_GENES BCL9L CLASP2 EEF1A1 FOXK2 H4C3 HNRNPK KCTD20 KEAP1 KNTC1 LINC03072 MTHFD1 NAA38 PALLD PCBP1 PCBP1-AS1 PGK1 PXT1 RMI1 RNF6 RNU6-1 SNRNP35 ZCCHC8 MXD1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MXD1_TARGET_GENES ABCB1 ACAA2 ADSL AGBL5 AGBL5-AS1 AGL AGR2 AHR AK2 AKAP9 AKIRIN2 ALDH1A2 ALG1 ALG9 ALKBH1 ANKRD17 ANP32B APOL2 ARID4A ARMH4 ARRDC3 ARSK ASPM ATF7 ATF7-NPFF ATG12 ATG14 ATP10B ATP5F1B ATP5MC3 ATP6V1D AXDND1 BAZ2B-AS1 BBS4 BCAR3 BHLHE41 BLOC1S6 BMP4 BMT2 BOD1 BRAF BTAF1 BTG3-AS1 C11orf71 C16orf95 C1orf74 C3orf49 C4orf36 C5orf15 CAAP1 CABLES1 CALU CAPN7 CAPRIN2 CAPZA1 CASP8 CBFB CBY1 CCDC107 CCDC115 CCDC163 CCDC47 CCDC90B CCNB1IP1 CCNG1 CCNH CCNL1 CCT6A CD164 CD274 CDC14A CDKN1B CDS2 CDV3 CENATAC CENPN CENPP CENPW CEP120 CEP57L1 CEP63 CFDP1 CHAMP1 CHASERR CHMP4C CHRNB1 CKAP2 CKLF CKLF-CMTM1 CKS1B CLASP1 CLCN3 CLDN4 CLDND1 CLIP1 CLNS1A CLTC CMSS1 CNOT2 CNOT3 COL17A1 COMMD10 COMMD4 COX6B1 CPLANE2 CRAT CREBRF CSDE1 CSNK1A1 CSNK1G1 CSNK1G3 CTDSPL CTNND1 CUL2 CYP2R1 DBF4B DCAF13 DCAF17 DCAKD DDX21 DDX39B DDX42 DDX60L DHX8 DNAJB11 DNAJC2 DNAJC3 DNMBP DPP9 DROSHA DTD2 DUSP16 DUSP28 DUSP6 DUT EEF1A1 EEF1B2 EFCAB14 EGLN2 EHF EID1 EIF2S1 EIF3H EIF4A2 EIF4E ELAC1 ELF1 ELOF1 ENO1 ENSG00000255647 ENSG00000267882 ENSG00000274015 EPC1-AS2 EPCAM-DT ERCC1 ERCC6 ERGIC2 ERH ERI1 ERI2 ERLIN1 ESF1 FAM114A2 FAM13A FAM13B-AS1 FAM151B-DT FAM227A FAM47E FAM81A FBF1 FBXO38 FBXW11 FCHO2 FER FERMT1 FIP1L1 FKBP14 FOXN2 FZD1 G3BP2 GABPB1 GABPB1-AS1 GARS1 GAS5 GATAD1 GCN1 GCNT3 GDF15 GDF9 GFM2 GHET1 GNAI3 GNG5 GOLGA5 GOLPH3L GPATCH11 GRB2 GRPEL2 GSTA4 GTF3C2 GTF3C2-AS2 GTF3C6 GULP1 H1-12P H3-3B H3C1 H3C6 H4C16 H4C5 HARS1 HAVCR2 HEATR1 HEATR5B HEG1 HIBADH HIGD2B HILPDA HILPDA-AS1 HINFP HINT1 HMBOX1 HNRNPAB HNRNPH1 HNRNPH3 HNRNPU HOMER1 HOXA-AS3 HOXB6 HS2ST1 HSP90AB1 HSPA8P3 HSPD1 HYI IDH3B IDH3B-DT IK IL20RA IMMP1LP1 IMMT IMP4 INCENP INTS12 INTS9 IPO7 IPP IRF2BP2 ISCU ITGA6 ITM2B IWS1 JMJD1C JUP KBTBD2 KCTD20 KDM1A KDM2A KDM4B KDM4C KIAA0586 KIAA1191 KIF16B KLF5 KMT2E-AS1 KRIT1 KRR1 KTI12 LARP7 LARS1 LDLR LIMA1 LINC00938 LINC00963 LINC01058 LINC01623 LINC01730 LINC01806 LINC02068 LINC02363 LINC02474 LINC02889 LMAN2 LMAN2L LMO7 LNCTAM34A LRBA LRP10 LRRC41 LSM5 LSM8 MAB21L3 MAD2L1 MAD2L1-DT MAGOHB MALAT1 MALSU1 MAN2A1 MAN2A1-DT MAPK14 MARVELD2 MAST4 MAST4-AS1 MATR3 MCCC1 MCCC2 MCTS1 MED16 MED7 METTL3 METTL8 MFAP3 MFN1 MFSD11 MGC32805 MIA2-AS1 MIR181A1HG MIR3189 MIR3684 MIR4258 MIR760 MLLT3 MMACHC MMADHC-DT MMS22L MOCS2 MOCS2-DT MOSPD3 MRPL48 MRPL51 MRPS30 MRPS30-DT MRPS33 MRRF MSANTD3 MSI2 MSL2 MST1L MTUS1-DT MUC13 MYO1E NAA15 NAIF1 NAMPT NARF NARF-AS2 NAT10 NBAS NBEAL1 NCAPD2 NCOA7 NDUFA2 NDUFAF5 NDUFAF7 NDUFB6 NDUFC1 NDUFS1 NEAT1 NEDD4L NEK9 NFATC3 NFIA NFKB1 NFKBIZ NFU1 NIFK-AS1 NIPBL NLN NOL6 NOL8 NPM1P26 NPTN NRBF2 NRL NSA2 NSMCE3 NUB1 NUDT3 NUFIP2 NUP35 OPA3 ORMDL1 OSBP OTUD4 PAIP2 PANK3 PCNP PCNX4-DT PDK1-AS1 PEX2 PFAS PIGB PIN4 PITX1 PITX1-AS1 PJA2 PLAC8 PLEKHA8 PLPP1 PLS1 PMS1 PNISR-AS1 POC1B POLDIP3 POLE3 POLH POLR2A POM121 POU2F1 PPFIBP2 PPIA PPIB PPIH PPM1D PPM1J PPP1CB PPP1R12B PPP1R15B-AS1 PPP2R2A PPP4R3B PRELID2 PREPL PRKAR1A PRR13P5 PRRG4 PSMA3-AS1 PSMC2 PSME2P3 PSPH PTGES3 PTPA PURB PWP1 PWWP2A R3HDM1 RAB14 RAB27A RAB33B RABGGTB RACK1 RANBP10 RANBP2 RASGRF2 RBBP4 RBM19 RBM33-DT RBM7 RCC2 REEP3 REXO5 RHOV RIMKLB RIMOC1 RMRP RN7SK RN7SL181P RNASE11 RNU12 RNU5A-1 RNU5D-1 RNU5E-4P RNU5E-6P RNU6-2 RNU6-433P RNU6-9 RNU7-29P RNY1 RNY3 RPL21 RPL22L1 RPL23AP95 RPL31 RPL35AP36 RPL37 RPL37A RPL37A-DT RPL4 RPRD2 RPS13 RPS15A RPS27L RPS6 RRP12 SART3 SASS6 SATB2 SBNO1-AS1 SCLT1 SEC23B SEC31A SECISBP2 SENP2 SERPINB5 SESN1 SETD9 SF1 SGTB SH3PXD2A-AS1 SH3RF2 SHC1 SHC4 SKAP2 SKIC3 SLC25A25 SLC35G1 SLC38A11 SLC38A6 SLC39A9 SLC3A2 SLC4A1AP SLC50A1 SMAD5 SMC2 SMC2-DT SMTN SNAP23 SNAPC5 SNHG1 SNHG25 SNHG4 SNHG8 SNORA50C SNORD104 SNORD118 SNORD12C SNORD13 SNORD22 SNORD27 SNORD28 SNORD45B SNORD72 SNRPE SP110 SPATA1 SPINK13 SPINK5 SPPL2A SRI SRP14 SRP14-DT SRP54 SRP54-AS1 SRP72 SSBP1 ST7L STIM2 STIM2-AS1 STK40 STRIP1 SUB1 SUPT7L TADA1 TAF15 TBC1D19 TBCCD1 TBXAS1 TEX9 TFB1M THAP2 THAP9 TIAL1 TIMM9 TIMMDC1 TIMMDC1-DT TIRAP-AS1 TK2 TMEM126A TMEM141 TMEM237 TMEM241 TMEM259 TMEM30A TMEM62 TMEM68 TMF1 TMX3 TNPO1 TNRC6B TOMM20 TPM1-AS TPT1 TRABD2A TRAF3IP2 TRAF7 TRAM2-AS1 TRAPPC6B TRIM37 TRMT13 TSNAXIP1 TTC19 TTI2 UACA UBC UBE2D3 UBR4 UEVLD UFC1 UMPS UNK UQCRH UQCRQ USO1 USP3 USP53 USP54 USP8 UTP20 UTP25 VAC14 VPS41 VTRNA1-1 VTRNA1-2 VWA8 WBP11 WDFY3-AS2 WDR20 WDR55 WDR89 WEE1 WEE2-AS1 XPO5 YAE1 YARS2 YEATS4 YJU2 YTHDF2 ZBED3 ZBED3-AS1 ZBTB37 ZBTB4 ZBTB8OS ZFAS1 ZFC3H1 ZFP1 ZGRF1 ZKSCAN3 ZNF217 ZNF239 ZNF25 ZNF25-DT ZNF354B ZNF425 ZNF627 ZNF747 ZNF775 ZNF778 ZNFX1 ZRANB2-DT ZRANB3 ZSCAN5A ZSCAN5A-AS1 ZWILCH MYBL1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MYBL1_TARGET_GENES ABCF1 ACIN1 ACY1 ADAM2 AGPAT5 AIMP2 AJUBA AJUBA-DT ALDOA ALG2 ALYREF AMN ANAPC11 ANAPC5 ANKRD13C ANKRD18A ANKRD18CP ANKRD19P ANKRD36BP2 ANKRD7 ANP32E AREL1 ARHGAP5 ARHGDIG ARL4D ARRDC1 ASB16-AS1 ATF7 ATF7-NPFF ATM BICRAL BLOC1S2 BMP4 BRIX1 BRMS1 BTBD10 C14orf119 C18orf54 C2CD3 C3orf85 C5orf58 CALN1 CAMK2D CANX CAPZA1 CBLL1 CBX3 CCDC115 CCDC66 CCDC97 CCND2 CCNT1 CCT2 CDC26 CDCA3 CDK4 CDKN1B CENPC CENPF CENPM CEP44 CERT1 CFTR CHD1 CIC CLDN4 CLDN7 CLOCK CLXN CNGA4 CNNM2 CNOT9 CNTD1 COA3 COQ8B COX17 COX20 COX4I1 CROCCP2 CSTF3 CSTF3-DT CTC-338M12.4 CTDNEP1 CYCSP41 CYP4X1 DCAF11 DCAF12 DCAF16 DCUN1D4 DDR1 DDX50 DEDD DEDD2 DGKA DHRS7B DKKL1 DMRTC2 DNAJC9-AS1 DPH6-DT DTWD1 DUSP18 EEF1AKMT3 EID2 EIF2B2 EIF3B EIF4G2 ELP5 EMC1 ENPP3 ENSG00000246308 ENSG00000257711 ENSG00000268686 ENSG00000274015 ENSG00000275765 ERC1 ERCC5 ERI2 ESR2 ETAA1 EZH2 FADS2 FAM114A2 FAM201A FAM216A FAM227B FAM90A28P FBXO34 FBXO34-AS1 FBXO8 FCF1 FEN1 FKBP6 FMN1 FNTB FXYD5 G3BP1 G3BP2 GADD45B GDAP2 GDPD1 GNL3 GOPC GOSR1 GPN3 GRB2 GSTCD GTF3C2 GTF3C2-AS2 H2AX H2AZ2 H2AZ2-DT H2BC6 H4C16 HADHA HADHB HDAC7 HENMT1 HEXB HHLA3 HMGB3P22 HNRNPA1 HNRNPA2B1 HNRNPAB HNRNPH3 HNRNPK HNRNPUL1 HOXA10-AS HOXD3 HSP90AB1 HSPA2 HSPA2-AS1 HYLS1 IFT74 IFT74-AS1 IHO1 ILRUN-AS1 IMP4 INO80D-AS1 INTS12 INTS2 ISG20 ITFG2 ITFG2-AS1 JCAD JTB JTB-DT KASH5 KBTBD2 KIF9 KIFC1 KLHL22 KMT2E-AS1 KRT18 KRT18P55 KRT8 KSR2 LARP4 LCK LCLAT1 LCORL LDAH LDHAL6B LETMD1 LIG1 LINC00654 LINC00904 LINC00933 LINC00941 LINC01120 LINC01206 LINC01409 LINC01794 LINC01801 LINC01838 LINC02087 LINC02367 LINC02475 LINC02610 LINC02965 LINC02983 LNP1 LONRF3 LPXN LRR1 LRRC46 LRSAM1 LTA4H LUC7L2 LYPD4 LZTS2 MALAT1 MARCHF11 MARCHF11-DT MARCHF9 MARS1 MAZ MBD1 MCPH1-AS1 MCRS1 MED22 MED23 MEIOSIN MEMO1 MGAT4D MICOS13 MIR200CHG MIR3913-1 MIR5188 MIR584 MIR6821 MLH3 MORC1 MOV10 MPI MRPL10 MRPL33 MRPL42P1 MRPL45P2 MRPS16 MRPS27 MSL2 MTERF1 MTPAP MYADM MYADM-AS1 MYBL1 MYCBP2 MYG1 MYL6 MYL6B MYO1E MYO9A NACA NAV2 NAV2-AS6 NBPF1 NCAPG NDUFS8 NECAP1 NEU3 NFIX NKIRAS1 NME1 NME1-NME2 NOP2 NPAT NR2C2AP NRL NUP155 OR6R1P ORMDL1 PABIR1 PAN2 PAPOLA PAPOLA-DT PBK PBRM1 PDE4A PEX1 PFDN5 PGD PHF5A PIWIL1 PKM PLAA PLAAT5 PMEL PMS1 PMS2 PNPLA8 POLDIP3 POLG2 POLK POLR2E POLR3B POM121L2 POP4 POP5 POTEF POTEH PPIE PPM1E PPP1R12A PPP1R12A-AS1 PPP1R18 PPP1R2C PPP3CA PREPL PRPF4 PRRC2A PSRC1 PTEN PTGES3 PTPN13 PXN-AS1 QSOX1 RAB11A RAB5B RAD1 RAD52 RBM14 RBM14-RBM4 RBM34 RBM48 RCHY1 REXO2 REXO5 RFWD3 RFX2 RFX4 RGS9 RIMKLB RMI1 RN7SKP114 RNF121 RNU2-17P RNU2-2P ROCK1P1 RPA3 RPL12 RPL15 RPL27A RPL7A RPLP0 RPS29 RPS6 RSBN1 S100A13 SAC3D1 SASS6 SCAND3 SDR39U1 SEC61B SEH1L SENP8 SERF2 SGTB SH3RF2 SH3TC2 SH3TC2-DT SHE SLC25A35 SLC4A8 SLC4A8-AS1 SLC52A3 SLC7A6OS SMARCA2 SMIM15-AS1 SMIM27 SNAPC3 SNHG15 SNHG29 SNHG8 SNORA24 SNORD24 SNORD49B SNRNP70 SNRPB SNX8 SP1 SP8 SPAG17 SPATS2 SPPL3 SPRED1 SRSF10 SRSF3 ST7L STAG3L5P STAG3L5P-PVRIG2P-PILRB STARD6 STAT1 STT3A STT3B SULT1A1 SYCP1 SYNGAP1 SYNGR4 TDRD10 TFAP2A THAP5 THAP6 TINAGL1 TLCD3B TMBIM4 TMEM143 TMEM168 TMEM184A TMEM248 TMEM258 TMPOP2 TMTC2 TMUB2 TNS2 TNS2-AS1 TOB2 TOMM40 TOMM70 TPM3 TRIM50 TRIM59 TRIM59-IFT80 TRMT11 TRMT13 TTC41P UBAP2 UBC UBE2I UBE2Q2P1 UBE2S UCP2 UFSP1 USP3 USP42 USP5 USP53 VPS41 VTRNA1-2 WARS2 WARS2-AS1 WDR74 WDR89 XNDC1N YWHAG ZBED5 ZBED5-AS1 ZBTB32 ZDHHC17 ZFP30 ZFP91 ZFP91-CNTF ZKSCAN3 ZMAT1 ZMPSTE24 ZMPSTE24-DT ZNF131 ZNF224 ZNF526 ZNF561 ZNF561-AS1 ZNF683 ZNF768 ZNF781 ZSCAN22 ZSWIM9 MYF6_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MYF6_TARGET_GENES AJUBA CCDC187 CHRNA4 ELP3 ENSG00000179066 FANCG FLAD1 HIBADH ISLR LINC02564 LRRC27 PCGF3 PLA2G6 RNA5SP378 SP2 SP2-DT WSB2 ZNF718 MYOCD_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MYOCD_TARGET_GENES AAK1 ABCA2 ABCD1P2 ABCD1P3 ABCG1 ABL1 ACACB ACAP1 ACAP2 ACAP3 ACBD5 ACP2 ACP4 ACSF2 ACSF3 ACSS2 ACSS3 ACTR3C ACVR2A ADAD2 ADAM23 ADAM33 ADAMTS7P1 ADARB2 ADCK2 ADCY4 ADCY5 ADGRG1 ADISSP ADNP ADORA2A AFAP1L2 AGAP14P AGO2 AK5 AKAP13 AKT2 ALDH18A1 ALDH4A1 ALG1 ALKBH4 ALOXE3 AMFR ANKIB1 ANKRD12 ANKRD13B ANKRD13D ANKRD18DP ANKRD28 ANKRD30A ANKRD37 ANKRD60 ANKS1B ANKS6 ANXA4 AOC1 AP1M1 AP1M2 APIP APOA1-AS ARCN1 ARHGAP12 ARHGAP23 ARHGAP4 ARHGAP40 ARHGAP45 ARHGEF1 ARHGEF17 ARHGEF37 ARID1B ARL3 ARL6IP1 ARPC5 ARPIN ARPIN-AP3S2 ARPP19 ARSA ARSDP1 ARSG ASB1 ASB18 ASIC2 ATF4P4 ATF7IP ATG10 ATP13A1 ATP2B1-AS1 ATP5F1E ATP5ME ATP5MJ ATXN7L3 AUH AUTS2 AVPR1A B2M BACE1 BACH1 BANP BAP1 BARD1 BARHL2 BBOF1 BBX BCAP29 BCAS3 BCAT1 BCKDHA BCKDK BCL2L13 BCR BHLHE40 BHLHE41 BICC1 BNIP2 BOP1 BRD3 BRD4 BRD9 BRF1 BRI3BP BRME1 BTBD2 BTG4 C10orf53 C10orf82 C10orf90 C11orf91 C11orf96 C12orf56 C19orf48P C19orf67 C1orf112 C1orf43 C1orf94 C2 C3 C5orf24 C5orf47 C8orf34 C9orf163 C9orf24 CABYR CACNA1H CACNA2D4 CACYBP CACYBPP2 CADM2 CALCR CALCRL-AS1 CAMK1 CAMSAP2 CAMTA2 CAPN10 CAPN10-DT CAPN14 CAPN5 CAPS2 CARD14 CARHSP1 CARHSP1-DT CARM1 CASP3 CASP8AP2 CAST CATSPER2 CBX3P8 CC2D1A CCDC120 CCDC144A CCDC144CP CCDC148 CCDC175 CCDC180 CCDC69 CCDC85C CCDC88C CCDC88C-DT CCHCR1 CCNB2 CCNI CCNQP2 CCNQP3 CCS CD55 CD59 CDC25A CDC25B CDC42 CDC42BPA CDH7 CDIP1 CDIPT CDIPTOSP CDK5RAP3 CDKN1C CDKN2AIPNL CEBPZ CELF4 CELSR1P1 CENPB CEP126 CEP95 CFAP251 CFLAR CHCHD2P6 CHCHD3 CHCHD4 CHFR CHFR-DT CHID1 CHL1-AS2 CHMP1A CHN2 CHODL CHRDL2 CHST1 CIAO1 CICP8 CIDEA CIDEB CISD2 CKAP4 CKS1BP3 CLDN10 CLDND1 CLHC1 CLIC1 CLMP CLPTM1L CLUAP1 CLUH CLVS2 CLXN CNNM2 CNTLN COBL COL18A1 COL19A1 COL6A1 COL6A2 COL8A2 COMMD10 COMMD5 COMMD7 COPE COQ6 COX5AP1 COX7A2L CPNE7 CPSF3 CPXCR1 CR1 CRABP1 CRACDL CRHR2 CRKL CRMA CRMP1 CRNDE CROT CRX CSDC2 CSE1L-DT CSPG5 CST6 CT75 CTAGE7P CTBP1 CTDNEP1P1 CTDNEP1P2 CTHRC1 CTIF CTNS-AS1 CTRC CTSH CTXND1 CUL4A CXXC5 CYB5R1 CYBC1 CYCSP45 CYFIP1 CYP51A1 CYP51A1-AS1 DACT3-AS1 DALRD3 DCAF15 DDX11 DDX5 DDX54 DDX59 DEAF1 DENND2D DEPDC1B DGKG DGKZ DHCR24 DHCR24-DT DHFR DHRS12 DHRS2 DHTKD1 DHX35 DHX35-DT DIO3OS DKK2 DLGAP1 DLL1 DLX6 DMRT2 DNAH2 DNAJC21 DNASE1 DNHD1 DNMT1 DNMT3A DPY19L2 DPY19L2P5 DPYSL2 DRAM1 DRD2 DSCAM DSE DTWD2 DUS2 DUSP15 DUSP16 DYDC1 DYDC2 DYNC1LI2 DYNC1LI2-DT DYNLT5 DYRK3 DYRK3-AS1 E2F4 E2F6 E4F1 ECHDC2 ECRG4 EDARADD EDC4 EDN3 EEIG1 EFCAB11 EFCAB9 EFHB EFHC2 EHBP1 EHD3 EIF2AK2 EIF2AK3-DT EIF3F EIF4H ELAC2 ELAVL2 ELK1 ELK3 ELOVL3 EML3 ENDOV ENOX2 ENPP7P13 ENPP7P8 ENSG00000226172 ENSG00000228133 ENSG00000233183 ENSG00000236377 ENSG00000237461 ENSG00000256001 ENSG00000267122 ENSG00000267248 ENSG00000267743 ENSG00000271551 ENTPD5 ENTREP2 EPPK1 ERCC2 ERG28 ERICD ERLIN2 ERMP1 ERVK13-1 ESR1 ETV4 EXOSC1 EXOSC4 F11-AS1 FADD FAIM2 FAM107B FAM131B-AS2 FAM161B FAM166A FAM167A FAM171B FAM184A FAM219B FAM220A FAM222B FAM242C FAM3A FAM3C FAM83B FAM86B3P FAM86HP FANCD2OS FAR1 FAR1-IT1 FARP2 FBLN2 FBXL2 FBXO2 FBXO25 FBXO31 FBXO39 FBXO42 FBXO44 FDFT1 FDXR FERMT3 FEV FEZF1-AS1 FGF13 FGF13-AS1 FHAD1 FIBP FLVCR1 FLVCR1-DT FOLH1 FOSL1P1 FOXK1 FOXP1 FOXP4 FOXRED2 FPGS FSD1 FSTL1 FTH1P27 FTH1P6 FXYD6 FYN FYTTD1 GABPB1 GABPB1-AS1 GABRD GALNT17 GALNT2 GARNL3 GATA2 GCFC2 GCK GCN1 GDAP1 GGA2 GGACT GGT7 GHSR GID4 GINS1 GJB3 GJB6 GJC1 GLB1L2 GLOD4 GMCL2 GMPPA GNA11 GNAQP1 GNAS GOLGA3 GPAT4 GPAT4-AS1 GPR137C GPR156 GPR157 GPR6 GPR83 GPRC5B GPX1 GRB14 GRHL3 GRHL3-AS1 GRIK1 GRIK4 GRIK5 GRM4 GRM6 GRPEL2 GSAP GSC2 GSDMB GSK3A GSR GSTK1 GSTM2 GTF2H1 GTF2IP12 GTF3A GTF3C1 GTPBP3 GUSB GUSBP10 H1-10 H2BC2P HARS1 HARS2 HCN1 HDAC5 HDGFL3 HEBP1 HELZ-AS1 HES6 HGS HHIP HIF3A HINT2 HINT2P1 HIRA HK2 HK2-DT HLA-H HM13 HMCN2 HMGN1P38 HMX2 HNRNPAB HNRNPD HNRNPD-DT HNRNPDL HOMER2P1 HOOK1 HORMAD1 HOTAIR HOXB-AS1 HOXB2 HPCA HPS1 HPS5 HSD11B1L HSF1 HSPA12A-AS1 HSPA4 HSPG2 HTR7P1 HUNK HYKK HYMAI ICAM3 IDH1 IFFO2 IFT140 IGLL1 IL12B IL17RC IL18R1 IL6STP1 ILDR1 IMMT IMP3 IMPDH1P3 IMPDH1P7 INKA2 INKA2-AS1 INPP5A INPP5B INSC INTS10 INTS6 INTS6-AS1 IPO11 IPO13 IPPK ISL1 ISL1-DT ITFG1-AS1 ITGA2 ITGA9-AS1 ITGB1BP1 JAK3 JOSD1 JPH1 KALRN KARS1 KATNB1 KATNIP KAZALD1 KBTBD2 KCNK18 KCNK2 KCNK3 KCNQ2 KCTD17 KDELR2 KDM5C KEAP1 KIAA0232 KIAA1191P2 KIAA1210 KIAA1217 KIF12 KIF18B KIF18B-DT KIF21B KIF2A KIFBP KIZ KLF3P1 KLHDC8A KLHDC9 KLHL24 KLK10 KLK11 KLK15 KLRD1 KNDC1 KNTC1 KRBA1 KRBA2 KRIT1 KRT17P8 KRT73-AS1 KRT8P12 KRTAP10-1 KRTAP12-5P KRTAP9-10P KTN1-AS1 L1CAM LACTB2-AS1 LARP6 LATS1 LBX1 LBX1-AS1 LCAT LCMT1-AS1 LDHAL6CP LDLRAD4 LEP LGI3 LGI4 LIMK1 LIMS2 LINC00200 LINC00351 LINC00454 LINC00461 LINC00472 LINC00484 LINC00554 LINC00605 LINC00626 LINC00639 LINC00665 LINC00863 LINC00904 LINC00910 LINC01016 LINC01159 LINC01254 LINC01301 LINC01460 LINC01550 LINC01551 LINC01606 LINC01815 LINC01818 LINC01838 LINC01946 LINC01970 LINC02045 LINC02046 LINC02086 LINC02381 LINC02506 LINC02774 LINC02918 LINC02965 LINC02980 LINC03028 LINC03076 LIPE LIPE-AS1 LMF2 LMNA LMO4 LNCRI LNX2 LOC112267871 LOC286083 LPCAT1 LRCOL1 LRFN3 LRIG1 LRP2BP LRRC27 LRRC37B LRRC38 LRRC61 LRRC8E LSM11 LSP1 LTB4R LTBP3 LTBP4 LYSMD2 MACF1 MAFG-AS1 MAIP1 MAK16 MAL MAMSTR MAN2C1 MANEA-DT MANF MAOB MAP1LC3A MAP1LC3B MAP1S MAP3K10 MAP3K12 MAP3K15 MAP3K9 MAP4 MAP4K3 MAP4K3-DT MAP4K4 MAPK3 MAPK6 MAPK6-DT MAPRE2 MARCHF11 MARCHF11-DT MAX MBNL3 MBOAT7 MBTPS1-DT MCAM MCF2L MCM4 MCM5 MCTP1 MCTP2 MDGA1 ME3 MED13L MED15 MED26 MED29 MEDAG MEF2AP1 MEIS1 MELTF METAP1D METRNL METTL24 MFAP2 MFN1 MFSD1 MFSD13A MFSD4B MFSD4B-DT MGMT MIB2 MICAL2 MIMT1 MINDY2 MIR100HG MIR1180 MIR124-2HG MIR23AHG MIR27A MIR3150BHG MIR337 MIR34AHG MIR34B MIR34C MIR3663 MIR378D2HG MIR4655 MIR665 MIR6802 MIR6829 MIR9-3HG MIR941-1 MIR941-2 MIR941-3 MIR941-4 MIR941-5 MISP MKLN1 MLX MMP17 MOCS1P1 MPND MPPED2 MPRIP MRM3 MRPL35P3 MRPL58 MRPS23 MRPS36 MRPS5 MSH3 MSH5 MSH5-SAPCD1 MSI2 MST1 MT1DP MTA1 MTG1 MTHFS MTMR10 MTRF1LP2 MTUS1 MUC20-OT1 MUC6 MX2 MXD1 MXI1 MXRA5 MYL5 MYLK3 MYO18A MYO3A MYOZ3 MYRF N4BP2 NAA30 NAA35 NAA60 NAGPA NANOS3 NARF NARF-AS2 NAXE NCAPH NCBP1 NCOA7 NCOR1 NCOR2 NCR3LG1 NDE1 NDRG1 NDUFA11 NDUFAF3 NDUFAF7 NDUFS2 NDUFV1 NDUFV2-AS1 NEBL NEBL-AS1 NEDD4L NETO1 NETO2 NEU1 NEUROG2 NEXN NFASC NFATC1 NFATC4 NFIB NFKBIB NFKBID NHSL1 NHSL1-AS1 NIT2 NKX2-6 NLGN2 NLRP2 NLRX1 NOL7 NOS3 NOVA2 NPAS3 NPC1 NPHP4 NPHS2 NPTX1 NPW NPY NR1H3 NR2C2 NR2E1 NR4A2 NR5A2 NRBP1 NRK NRL NRROS NRXN2 NSMF NTHL1 NUP210P2 NUP214 NUP37 NUP42 NUP54 NUTM2A-AS1 NXNL2 NXPH1 NXPH2 NXT2 OBSCN OCEL1 OGFOD3 OPRK1 OR7E14P OSBPL2 OSBPL3 OSMR-DT OTUD7A OVOL1 OXR1-AS1 P2RY8 P4HA3 PABPC1P10 PABPC1P2 PACERR PACSIN1 PAF1 PALM3 PAN3 PAN3-AS1 PAPSS1 PARP6 PARP8 PARPBP PARVA PASK PATJ-DT PATL2 PAWRP1 PAX2 PAXIP1 PCBP3 PCDH1 PCDHB1-AS1 PCDHB2 PCED1CP PCID2 PCNA PCNX2 PCSK1 PCSK7 PCYT2 PDCD6 PDCD6-DT PDE7B-AS1 PDHX PDIA3P2 PDK3 PDP1 PDSS1P1 PDXDC1 PDZD7 PEAR1 PEBP1P2 PEG10 PFKP PFN1P1 PGK1 PGM5 PGM5P4 PHF11 PHF20L1 PHF23 PHF8 PHKG2 PHLDB2 PHYKPL PIDD1 PIGP PIGX PIH1D1 PIK3IP1 PIK3R1 PIKFYVE PILRB PJVK PKD1 PKHD1L1 PKM PKP4 PLA2G12AP1 PLAAT1 PLAAT5 PLAC9P1 PLAG1 PLAGL1 PLD3 PLEKHF2 PLEKHG2 PLEKHG5 PLOD3 PLSCR2 PLSCR4 PLXDC2 PLXNA3 PLXNB3-AS1 PLXND1 PMEPA1 PMP22 PMS2CL PNKP POLDIP2 POLR1A POLR1D POLR2E POU2F1-DT POU2F2 PP12613 PPA1 PPAN PPATP1 PPIAP53 PPM1G PPM1H PPP1R13L PPP1R14BP5 PPP1R14C PPP1R7 PPP2R3B PPP2R5A PPP2R5B PPP2R5C PPP3CB-AS1 PPP6R1 PRAL PRCP PRDM14 PRDM16 PRDM16-DT PRDM6 PRDM6-AS1 PRELID2 PRELID3A PREX1 PRIMPOL PRKACB-DT PRKAG2 PRKCA PRKCSH PRKD1 PRKD3 PRKD3-DT PRKRA PROK2 PROS1 PROX1-AS1 PRPF40B PRR14L PRR5L PRSS3 PSD3 PSMA1 PSMD1 PSMD2 PTCD3 PTCH2 PTGER4 PTGIS PTGS2 PTPRD PTPRD-AS1 PTPRF PTPRS PTTG1IP PUM1 PVR PVRIG2P PXDNL PYGO2 R3HCC1 RAB21 RAB2A RAB33B RAB37 RAB5A RABGGTA RAD23A RAD51 RAD51-AS1 RALBP1 RANBP17 RAP2B RAPGEF1 RAPGEF4 RAPGEF4-AS1 RARRES2P6 RARRES2P7 RASGEF1B RASGRF2 RASGRP1 RASSF5 RAX RB1-DT RBFOX1 RBFOX2 RBM33 RBPJ RCAN2 RCAN2-DT RCN1P1 RDH10 RGL1 RGPD4-AS1 RGS12 RHBDD1 RHBG RHCG RHOBTB1 RHPN1 RHPN1-AS1 RIMS3 RINT1 RIPPLY2 RIPPLY3 RITA1 RNA5SP206 RNA5SP359 RNA5SP528 RNASEH1-DT RNF150 RNF165 RNF166 RNF213 RNF213-AS1 RNF217 RNF4 RNH1 RNPEP RNU5F-2P RNU6-1055P RNU6-1178P RNU6-781P RNU6-92P RNU7-182P RO60 ROM1 RORC RPGRIP1 RPL10 RPL12P26 RPL26 RPL30P11 RPL36AL RPL36P16 RPL6 RPL7AP77 RPLP2 RPRD2 RPS16 RPSAP17 RRAGD RSPH1 RSPH1-DT RTN4R RUBCN RUBCNL RUFY1 RUFY4 RYR1 S1PR4 SAFB SAFB2 SBDS SBDSP1 SCAP SCN11A SCNN1B SCRN2 SCUBE1 SDHAP2 SEC16A SEC31A SEC61A2 SELENOH SELENOO-AS1 SEMA6C SERP2 SERTM1 SETP3 SFRP2 SFRP5 SFTPC SFTPD SFXN5 SGCA SGK2 SGSH SH2D3C SHISA5P2 SHKBP1 SIDT2 SIPA1L3 SIRT2 SIRT7 SKAP2 SKIDA1 SKP1 SKP2 SLC13A3 SLC15A1 SLC15A4 SLC16A5 SLC1A6 SLC22A18 SLC25A12 SLC25A13 SLC25A1P1 SLC25A28 SLC25A28-DT SLC25A5 SLC25A5-AS1 SLC26A6 SLC27A6 SLC2A11 SLC30A2 SLC30A8 SLC32A1 SLC38A8 SLC39A13 SLC3A2 SLC44A2 SLC45A4 SLC4A10 SLC4A8 SLC51A SLC6A4 SLC9A5 SLCO2B1 SMAD6 SMAD7 SMARCD1 SMC3 SMCR5 SMG1 SMG1-DT SMG1P3 SMIM29 SMIM43 SMIM8 SMNDC1 SMTN SMYD2 SMYD3 SNAI3-AS1 SNHG11 SNHG31 SNHG32 SNORA75 SNORD48 SNRNP200 SNTG1 SNX10-AS1 SNX25 SNX31 SNX33 SNX8 SOAT1 SOAT2 SOCS5P2 SOST SOWAHD SPATA13 SPATA2 SPATA2L SPATS2 SPEG SPG7 SPRY1 SPRYD3 SPTAN1 SPX SRC SRCIN1 SRD5A3P1 SRGAP3 SRI SRP68 SRPRB SRRM2 SRRM2-AS1 SRRM3 ST6GAL1 ST6GAL2 ST8SIA5 ST8SIA5-DT STAP2 STARD3 STARD9 STAT2 STIL STK10 STK17B STK32C STOML1 STRADA STRIP2 SUDS3P1 SULF2 SULT4A1 SUMF2 SUPT5H SUZ12P1 SWT1 SYBU SYBU-AS1 SYN1 SYNGR2P1 SYS1-DBNDD2 SYT5 SYT6 SYT9 SZRD1 TAF4 TARBP2 TARID TASOR2 TATDN2 TBC1D14 TBC1D31 TBCB TBR1 TBX20 TBXA2R TBXT TCEA1P1 TCERG1L-AS1 TCF12 TCF19 TCF4 TCHP TCIRG1 TCOF1 TDP1 TDRD9 TEAD2 TECPR2 TEKT1 TELO2 TEN1 TENT4A TEP1 TEPSIN TERF2IP TEX12 TEX14BP TEX2 TEX30 TFAP2C TFDP1P2 TGFBRAP1 THAP3 THAP7 THAP7-AS1 THBS2 THTPA TIAM2 TIMP1 TINAGL1 TLE2 TLE3 TLK2 TLK2P1 TM2D2 TMBIM1 TMC7 TMCO6 TMEM109-DT TMEM132A TMEM164 TMEM183AP3 TMEM199 TMEM201 TMEM214 TMEM231 TMEM248 TMEM25 TMEM255B TMEM256 TMEM256-PLSCR3 TMEM265 TMEM41B TMEM43 TMEM62 TMEM64 TMEM97 TMPRSS6 TMPRSS9 TNFRSF11A TNFSF11 TNIP1 TNKS1BP1 TNPO2 TNRC18 TOP1MT TOR1BP1 TOX3 TP53TG1 TP53TG5 TPM1 TPMT TPRX1 TRAF3 TRAM1 TRAPPC10 TRAPPC12 TRAPPC14 TRAPPC5 TRDMT1 TREH TREX2 TRIM29 TRIM36 TRIM4 TRIM7-AS1 TRIP13 TRMT1L TRPC3 TRPC4 TRPC6 TRPM2 TSC2 TSTD2 TTC3 TTC34 TTC36-AS1 TTC7B TTI2 TTLL13 TTLL9 TUBB2B TXNDC11 TXNDC16 TXNDC5 TYMSP2 TYW5 UBALD2 UBAP1L UBAP2L UBE2D3 UBE2E3 UBE2E3-DT UBE2H UBE2H-DT UBE2R2 UBE3A UBN2 UCHL5 UFD1-AS1 UGT8 ULK1 UNC45A UNC5B-AS1 UPF1 UPF3AP2 UPF3AP3 UQCC6 URI1 USP29 USP36 USP39 USP49 UVSSA VASH2 VASP VAT1L VDAC1 VDAC3 VENTXP6 VENTXP7 VHL VIPR1 VMAC VPS13A-AS1 VPS26C VPS33A VPS54 VSNL1 WDFY4 WDR43 WDR59 WDR72 WDR82P2 WDR87 WDR88 WIPI2 WIZP1 WNT10B WNT16 WWP2 XKR7 XPA XPNPEP1 YBX1P1 YBX1P3 ZBED6 ZBTB16 ZBTB20 ZBTB32 ZBTB44 ZBTB44-DT ZBTB45 ZC3H12A-DT ZC3H12C ZDHHC11 ZDHHC11B ZDHHC16 ZDHHC17 ZDHHC4 ZER1 ZFHX2 ZFHX4 ZHX1 ZNF10 ZNF114 ZNF197 ZNF213 ZNF248 ZNF252P ZNF252P-AS1 ZNF273 ZNF280D ZNF281 ZNF282 ZNF302 ZNF384 ZNF385C ZNF418 ZNF420 ZNF433-AS1 ZNF507 ZNF567 ZNF567-DT ZNF574 ZNF583 ZNF592 ZNF660 ZNF677 ZNF692 ZNF692-DT ZNF702P ZNF710 ZNF771 ZNF774 ZNF800 ZNF821 ZNF83 ZNF839 ZNF891 ZPLD2P ZSCAN25 ZSWIM9 ZYX MZF1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MZF1_TARGET_GENES AAK1 ABCA4 ABCB10 ABCB9 ABHD17B ABHD3 ABI1 ABT1 ACAD11 ACAP3 ACLY ACOT11 ACOT9 ACP1 ACP3 ACTA2 ACTR3 ACVR1 ACVR1B ADAM11 ADAR ADCY6 ADCY6-DT ADD3-AS1 ADGRA3 ADGRB3 ADGRB3-DT ADNP ADPGK ADPGK-AS1 ADPRHL1 ADRB1 AFG3L2 AGFG2 AGGF1 AGO3 AHCYL1 AIG1 AIMP2 AJUBA AJUBA-DT AK4 AKAP9 AKIRIN2 AKNA ALCAM ALDH1A2 ALDOA ALG1 ALG2 ALKBH3 ALKBH5 AMACR AMOTL1 ANAPC4 ANAPC5 ANG ANKIB1 ANKRD12 ANKRD13C ANKRD34A ANKRD40 ANKS1B ANO6 ANO8 ANXA2 ANXA2P2 ANXA4 AP2A1 APBA3 APC2 APH1A APRT AQP6 AQR ARF3 ARFGAP2 ARHGAP10 ARHGAP24 ARHGAP31-AS1 ARHGAP5 ARHGEF2-AS2 ARHGEF28 ARHGEF37 ARHGEF38 ARID1A ARID2 ARID4B ARID5B ARIH1 ARL2BP ARL4A ARMC8 ARPC5 ARRB2 ARRDC4 ARSK ASB3 ASCC1 ASPH ASXL2 ATAD1 ATF6 ATF7IP2 ATG10 ATG5 ATL2 ATP10B ATP23 ATP5MF ATP5MF-PTCD1 ATP6V0B ATP6V0E1 ATP6V1F ATP8A2 ATRNL1 ATXN2L ATXN7L3-AS1 B4GALT2 B4GALT6 B9D1 B9D2 BACE1 BACH2 BANP BASP1 BASP1-AS1 BATF2 BAZ1A-AS1 BBS4 BBX BCAR1 BCCIP BCORL1 BECN1 BEND6 BEST1 BHLHE40 BICRAL BIRC3 BLOC1S4 BMI1 BMS1 BPHL BRD2 BRD4 BRIX1 BRWD1 BRWD1-AS2 BSDC1 BTG3-AS1 BUB1B C11orf98P3 C12orf29 C12orf75 C15orf61 C17orf58 C17orf75 C18orf32 C1orf105 C1orf21 C1orf21-DT C21orf62-AS1 C2orf76 C3orf38 C4orf54 C5orf24 C6orf132 C6orf226 C6orf58 C8orf34 C9 C9orf85 CABIN1 CACNB3 CACTIN CACYBP CADPS2 CAMK2D CAMK4 CAP2 CAPN1 CAPN1-AS1 CARD10 CARHSP1 CARHSP1-DT CASC2 CAV1 CAV2 CAVIN2-AS1 CBFA2T2 CBFB CBLL1 CBLL1-AS1 CBR4 CBR4-DT CBX4 CBY1 CCBE1 CCDC107 CCDC112 CCDC12 CCDC15 CCDC159 CCDC163 CCDC178 CCDC33 CCDC47 CCDC62 CCDC88C CCDC89 CCNB1 CCNB2 CCNC CCND2 CCND3 CCNE1 CCNG2 CCNI CCSER1 CCT2 CCT3 CD320 CD37 CD46 CD46P1 CD55 CD68 CD8A CDC40 CDC42BPA CDC42SE1 CDC7 CDCA7 CDK18 CDK2AP2 CDK5RAP2 CDK7 CDKN2A CDKN2B-AS1 CDNF CDPF1 CEBPG CECR2 CELF1 CELF6 CENPBD2P CENPF CEP120 CEP131 CEP152 CEP170 CEP192-DT CEP57L1 CEP70 CEP85 CERCAM CERT1 CFAP119 CFDP1 CFL1P1 CFL1P4 CFLAR CGGBP1 CHCHD2 CHCHD3 CHD1 CHD3 CHD9 CHEK1 CHIT1 CHMP4B CHPF CHST12 CHTF18 CHTOP CIP2A CIPC CLHC1 CLIC1 CLIP1 CLK3 CLMP CLN6 CLPB CMAHP CMBL CNIH3 CNNM1 CNOT1 CNOT2 CNOT3 CNOT4 CNP CNPPD1 CNRIP1 CNTNAP2 COA4 COBLL1 COG8 COL17A1 COL19A1 COL24A1 COL4A5 COL4A6 COPB2 COPB2-DT COPS3 COPS5 COPZ1 COQ3 COQ8B CORO1C COTL1 COX14 COX5B COX6A1 CPNE8 CPSF2 CPT1C CR1L CRABP2 CRADD CRBN CREB5 CREM CRHR1 CROCCP2 CRTAP CSNK1A1 CSNK1D CSNK1G1 CSNK1G2 CSPP1 CSRP2 CSTB CTDSPL2 CTDSPL2-DT CTSH CTTNBP2 CTXN2 CTXN2-AS1 CUL4A CUL4B CWC25 CXXC4 CXXC4-AS1 CYB561D2 CYB5R3 CYP20A1 CYP2J2 CZIB CZIB-DT DAAM1 DAB2 DACH1 DACT3-AS1 DAGLB DAXX DBI DCAF11 DCAF8 DCLRE1B DCP1A DDA1 DDR2 DDX10 DDX20 DDX3X DDX42 DDX54 DDX55 DDX59 DDX60L DEDD2 DENND4A DEPDC1B DEPDC5 DHDDS DHPS DHRS3 DIAPH3-AS2 DIMT1 DIPK2A DKKL1 DLAT DLC1 DLG3-AS1 DLG4 DLGAP5 DLX4 DLX6 DLX6-AS1 DNA2 DNAH2 DNAJB12 DNAJB4 DNAJC10 DNAJC25 DNAJC25-GNG10 DNAJC28 DNAJC6 DNM1L DNMT1 DOCK11 DOCK5 DOCK9-DT DPCD DPH6 DPH6-DT DPP8 DPYSL2 DRAIC DRC3 DRG2 DSCAML1 DST DUSP6 DYNC1I1 DYNLT5 DYRK2 DZIP1L DZIP3 EBF2 ECHDC1 ECHDC2 EDARADD EFCAB7 EFEMP2 EFNA3 EIF3J-DT EIF3K EIF4A1 EIF4A2 EIF4G2 EIF5A ELL2 ELMOD3 ELOVL1 ELOVL6 ELP3 ELP6 EMC3 EMC3-AS1 EMC4 EMC7 EME1 EML2 EMX2 EMX2OS ENAH ENC1 ENO2 ENPP3 ENSG00000230021 ENSG00000232995 ENSG00000233030 ENSG00000237101 ENSG00000246308 ENSG00000259704 ENSG00000265246 ENSG00000268403 ENSG00000274015 ENSG00000283674 ENTREP3 EOMES EPDR1 EPHA3 EPHA5-AS1 EPS15-AS1 EPS8 ERBB3 ERBIN ERBIN-DT ERC1 ERCC4 ERG28 ERI2 ERLEC1 ESRRB ETS2 ETV3 ETV5 EXOC4 EXOC6B EXOSC1 EXOSC4 EXOSC6 EYA1 EYA4 F2RL1 FAAH2 FAF1 FAM118B FAM131A FAM133B FAM135A FAM151B-DT FAM172A FAM184A FAM185A FAM200A FAM220A FAM227A FAM3C FAM81A FAM98A FBN2 FBXL19 FBXL3 FBXO27 FBXO36 FBXO9 FBXW7 FDXR FEM1A FEM1C FES FEZ1 FGD4 FGFR1OP2 FGGY FHIP1A FKBP9 FLNC-AS1 FLOT1 FLT3 FMC1 FMC1-LUC7L2 FMNL1 FNTB FOSL2 FOXG1 FOXO4 FOXP2 FOXP4 FOXP4-AS1 FOXQ1 FRAS1 FREM2 FRMD3 FRMD4B FRMD5 FRS3 FSCN2 FSIP2 FSIP2-AS2 FTCDNL1 FZD1 FZD4 FZD4-DT FZR1 GABBR1 GABPB1 GABPB1-AS1 GALK2 GALT GARNL3 GART GAS1RR GATA6 GATA6-AS1 GATM GBA1 GCHFR GCNT2 GDF15 GDNF GEMIN2 GEMIN8 GFM2 GFOD2 GGPS1 GGTA1 GHDC GIN1 GINS1 GINS3 GJA1 GLCE GLI3 GLIPR1L1 GLRX5 GLT8D1 GLT8D2 GMEB1 GMNC GMNN GMPR GNAI1 GNAI3 GNAL GNAQ GNG11 GNG2 GNG5 GNPNAT1 GPAT4 GPBP1 GPC6 GPHN GPI GPR161 GPRC5D-AS1 GPSM3 GPX1 GRAMD1B GRHL3 GRHL3-AS1 GRK4 GSTA4 GSTO1 GTF2A2 GTPBP2 GTPBP3 GUSBP2 GZF1 H1-5 H2AC12 H2AC21 H2AX H2BC18 H3C9P H4C16 H4C8 HAPLN1 HAPLN2 HAPSTR1 HASPIN HBP1 HCFC1R1 HCG14 HCG15 HDAC5 HDAC7 HDDC2 HDGFL2 HECTD2 HELZ HEMK1 HERC1 HEXIM1 HEY2 HHLA3 HIBCH HIF1A-AS3 HIGD2B HIPK3 HK1 HLA-A HLA-B HLA-C HLA-DMA HLA-DQA1 HLA-L HMBS HMCN1 HMG20A HMGB1 HNRNPA0 HNRNPD HNRNPD-DT HNRNPH3 HNRNPLL HNRNPUL1 HOXA-AS2 HOXA-AS3 HOXA11-AS HOXA3 HOXA4 HOXB-AS3 HOXB3 HOXB4 HOXC5 HOXD11 HOXD3 HPSE HS3ST3A1 HSD17B1-AS1 HSP90AA1 HSP90B1 HSPA14 HSPD1 HSPE1 HSPE1-MOB4 HUS1 HYI HYI-AS1 ICAM4 IDH1 IDH1-AS1 IER3-AS1 IFRD1 IFTAP IGFL4 IMP3 INKA2 INO80D-AS1 INTS13 INTS14 IPO11 IPO5 IPP IQCG IQCH-AS1 IRF2BP1 IRF2BP2 IRX3 IRX4 IRX4-AS1 ISCA1 ISG20 ISL2 ISYNA1 ITFG2-AS1 ITGA1 ITGA6 ITGB3BP ITIH4 ITPR2 ITPRIP JADE1 JAG1 JAK2 JMJD1C JMJD4 JOSD1 JPT1 JSRP1 KAT6B KAZALD1 KCNAB1 KCNB1 KCNC3 KCNJ5 KCNK1 KCTD3 KDM4B KDM6B KDM7A KHDC4 KHDRBS1 KHSRP KIAA0408 KIAA1549 KIF11 KIF21A KIF22 KIF2A KIFAP3 KLF2-DT KLF7 KLHL22 KLRG1 KPNA1 KPNB1 KPNB1-DT KRAS KRBA2 KRIT1 KRT19P2 KRT8 LAGE3 LARP6 LARS2 LBR LBX1-AS1 LCDR LCORL LDHA LDHB LEKR1 LETMD1 LIAS LIG1 LIMA1 LIN28B LINC00240 LINC00265 LINC00365 LINC00652 LINC00663 LINC00886 LINC00933 LINC00938 LINC00958 LINC01152 LINC01227 LINC01515 LINC01535 LINC01605 LINC01778 LINC01990 LINC02044 LINC02136 LINC02210 LINC02210-CRHR1 LINC02366 LINC02453 LINC02506 LINC02532 LINC02814 LINC02901 LINC03014 LINC03015 LINC03028 LINC03060 LLGL1 LMNB1 LMNB1-DT LMO4 LNCATV LNPEP LOC124900291 LOC124901296 LPCAT4 LPXN LRIG3 LRP1B LRP6 LRRC37A5P LRRC49 LRRFIP1P1 LSM7 LTBP1 LTBP4 LUC7L2 LY6G6D LY6G6E LYPLA2 LYSETP1 LYSMD3 M6PR MACIR MACROH2A2 MAML1 MAML3 MAN2A2 MAN2C1 MANSC1 MAP1A MAP3K6 MAP4K1 MAP7D1 MAPK10 MAPK4 MAPK8IP3 MARCHF4 MARCHF5 MARS1 MATR3 MAZ MBD1 MBOAT1 MCC MCCC1 MCM3 MCRIP2 MCTP1 MCTP2 MDGA1 MDH1 MDM2 MECOM MED11 MED12L MED23 MEGF10 MEMO1 METTL15 METTL26 MEX3B MFHAS1 MFN1 MFSD6 MGAT1 MGAT5 MIB1 MIB2 MICA MICB MIDEAS MIF MIF4GD MIF4GD-DT MILIP MINDY1 MIR129-2 MIR1915 MIR1915HG MIR194-1 MIR219A1 MIR3913-1 MIR3936HG MIR4453HG MIR4505 MIR4512 MIR4799 MIR548AL MIR575 MIR615 MIR7845 MKNK1 MLF2 MMACHC MN1 MORC3 MOSMO MOSPD3 MOXD1 MPC2 MPHOSPH6 MPHOSPH6-DT MPND MRC2 MRM2 MRNIP MRNIP-DT MRPL27 MRPL37 MRPL39 MRPL51 MRPL54 MRPS2 MRPS28 MRPS33 MRTFA-AS1 MSANTD3 MSL1 MSL2 MSMP MST1P2 MT-CO1 MT-RNR1 MT-TF MT-TQ MT-TW MTCO3P12 MTERF3 MTERF4 MTF2 MTHFD2 MTHFD2L MTMR9 MTND5P11 MTO1 MTR MVP-DT MXD4 MXI1 MYCBP MYCBP2-AS1 MYO1E MYO3A MYO7B MZF1 NAA38 NAA50 NAGK NAGLU NAGPA NBEA NBEAL1 NBPF1 NBPF3 NBR1 NCAPD2 NCK1 NCK1-DT NCL NCLN NCOA2 NCOA7 NDFIP2 NDFIP2-AS1 NDRG2 NDUFA10 NDUFA12 NDUFA4 NDUFS6 NEK8 NEO1 NETO2 NFATC2 NFE2L1 NFIB-AS1 NFIX NFKBID NIF3L1 NIP7 NIPA2 NKAIN1 NKIRAS1 NKX3-1 NOL6 NOL7 NOP10 NOP2 NPAS3 NPC1 NPLOC4 NPRL2 NPRL3 NR2C1 NR2F1 NR2F1-AS1 NR4A1 NRCAM NRIP3-DT NRL NRP1 NRP2 NRSN2 NRXN3 NSA2 NSD1 NSD3 NT5C3A NTS NUAK1 NUAK2 NUBP2 NUBPL NUBPL-DT NUDT1 NUDT3 NUF2 NUP155 NUP42 NUP43 NUTM1 NXN OAZ1 OCEL1 ODAD4 ODR4 OGFOD2 OLFML2B OMA1 ORC1 ORMDL2 OSBPL7 OTULIN OTULIN-DT P3H2 P3H2-AS1 P3H3 PAAF1 PABIR1 PABPC1L PAIP1 PALLD PANK1 PARD3 PARD3-DT PARD6B PARN PARP2 PARP3 PARP6 PAXBP1 PAXIP1 PAXIP1-DT PBX1 PCAT19 PCBP2 PCDH7 PCGF1 PCID2 PCSK2 PCSK5 PDCD6IP PDE4D PDE4DIP PDRG1 PDXDC2P PDXDC2P-NPIPB14P PDXK PDZD2 PDZD8 PEAK1 PELO PELO-AS1 PEMT PFKFB2 PFKM PGAM1P5 PGAP1 PGBD4 PGGT1B PGM1 PGM2L1 PHB1P18 PHF12 PHF21B PHF23 PIERCE1 PIF1 PIGC PIGH PIGO PIGO-AS1 PIK3C2B PIK3R3 PIN4 PIPOX PITPNB PITPNC1 PITX1 PITX2 PKD2L2 PKD2L2-DT PKIG PKM PKP2 PLA2G12A PLAC8 PLAUR PLCD3 PLCL2 PLCXD1 PLD1 PLEC PLEKHA8P1 PLEKHG3 PLEKHM3 PLK3 PLPBP PLPP1 PLS3 PLSCR1 PLXDC1 PMPCB PMS2 PNKP PNRC2 POC5 POLD1 POLDIP2 POLH POLK POLR1G POLR2I POLR3B POLR3G POP4 PPA2 PPFIBP1 PPIC PPIL3 PPIP5K2 PPM1D PPP1R12B PPP1R13L PPP1R15B PPP1R1A PPP1R9B PPP2R1A PPP4R3B PPP6R3 PRC1 PRDM4 PRDM5 PRDX2 PRICKLE2-AS3 PRKAA1 PRKAG1 PRKAG2 PRKCE PRKCI PRMT3 PRMT5-AS1 PROS1 PROSER1 PRPF18 PRPF31 PRPF40B PRR11 PRRT2 PSIP1 PSMA3 PSMA7 PSMD9 PSME3 PSMG4 PTCD1 PTCH1 PTDSS1 PTGFRN PTMA PTP4A2 PTPA PTPN13 PTPRF PTPRG PTPRK PTPRS PTX3 PUF60 PURB PUSL1 PVR QKI QSOX1 RAB11A RAB11FIP2 RAB17 RAB17-DT RAB18 RAB29 RAB33A RAB34 RAB3GAP2 RABEP1 RABGAP1 RABGAP1L RABGGTA RAD1 RAD17 RAD23A RAD9A RAD9B RAG1 RAI1 RAI14 RALA RALGAPA2 RANBP3 RANBP3-DT RAP1GAP RAPGEF3 RASA1 RASA2 RASGRF2-AS1 RASGRP4 RBBP7 RBM23 RBM28 RBM39 RBM45 RBPJ RBSN RDUR RDX RERE RETREG2 RETSAT REV1 REXO4 REXO5 RFX1 RFX2 RGL1 RGS5 RHOA RHOBTB3 RHOJ RICTOR RIMKLB RING1 RINT1 RIOK2 RITA1 RMDN3 RN7SK RN7SL2 RN7SL346P RN7SL521P RN7SL525P RNASE4 RND1 RNF130 RNF138 RNF14 RNF217 RNF217-AS1 RNF40 RNF43 RNU1-6P RNU11 RNU5A-1 RNU6-194P RNU6-92P RNU7-27P RNU7-29P RNU7-41P RNVU1-14 RNVU1-23 RNVU1-30 RO60 ROR1-AS1 RP9 RPL14 RPL22L1 RPL23A RPL27A RPL35A RPL37 RPL39 RPL9 RPPH1 RPS12 RPS13 RPS16 RPS26 RPS26P29 RPS27A RPS29 RPS3 RPS6KA1 RPS7 RPUSD4 RRAGC-DT RRM1 RRN3P1 RRP1 RRP9 RSPO2 RSRP1 RSU1 RTN4 RUFY1 RUFY3 RUNX1 RUSC1 S100A10 S100A13 SAFB SAFB2 SALL1 SAMD4B SAR1B SARNP SATB2 SAV1 SBNO1-AS1 SCAF11 SCAND3 SCAPER SCAT2 SCFD1 SCG5 SCP2 SCUBE2 SDCCAG8 SEC22B SEC31A SEC61B SECISBP2L SELENOS SELENOWP1 SEMA3A SEMA6D SENP1 SEPSECS SEPTIN7 SEPTIN7-DT SERBP1 SERF2 SERTAD1 SERTAD2 SERTAD3 SESN1 SESN2 SET SETD5 SETDB1 SF3A3 SFMBT1 SFPQ SFR1 SGO1 SGO1-AS1 SGSM1 SH2B1 SH3RF2 SH3YL1 SHC4 SHLD3 SIL1 SIVA1 SIX4 SKAP1 SKIC3 SKIDA1 SLC12A1 SLC16A1-AS1 SLC1A2 SLC1A5 SLC22A5 SLC24A1 SLC25A12 SLC25A26 SLC25A45 SLC2A11 SLC2A13 SLC30A10 SLC35F1 SLC39A3 SLC43A1 SLC4A1AP SLC6A9 SLCO4A1 SLFN11 SLFN5 SLU7 SMAD7 SMAP2 SMARCA4 SMG1 SMG1-DT SMG7 SMG7-AS1 SMG8 SMG9 SMIM14 SMIM14-DT SMIM15 SMIM27 SMIM8 SMURF2P1 SMYD3 SNAP47 SNAPC5 SNCA SNHG10 SNHG30 SNHG5 SNHG7 SNORA14B SNORD15A SNORD2 SNORD42B SNRNP35 SNX15 SOGA1 SOGA3 SON SORD SPATA5L1 SPCS1 SPCS3 SPPL2B SPRY1 SPRY2 SPSB3 SQSTM1 SREK1 SRI SRP54 SRP54-AS1 SRPK1 SRPK2 SRRM2 SRSF1 SSBP1 ST7 ST7L STAG2 STAG2-AS1 STAM STAM-DT STAP2 STAT6 STEAP2 STEAP2-AS1 STIM2 STIM2-AS1 STK10 STOX2 STRAP STRN3 STUM STX12 STX16 STX16-NPEPL1 SUB1 SULF1 SUMF2 SUPT3H SUPT7L SUPV3L1 SUZ12 SUZ12P1 SYNGR4 SYNM SYNPO TAF1B TAF5L TARBP2 TBC1D20 TBC1D23 TBC1D31 TBCB TBCC TBCD TBK1 TBPL1 TBX3 TCEANC2 TCF4 TCF7L2 TCTA TDRD3 TEAD2 TENM3 TENM3-AS1 TENT2 TET3 TEX30 TFAP2A TFAP2E-AS1 TFPT TGFBI TGIF1 TGS1 THAP10 THAP2 THAP9-AS1 THOC6 THUMPD2 TIAL1 TIAM1 TIMELESS TIMM10 TIMM22 TIPRL TK1 TLCD1 TLCD3B TLE2 TLE3 TLK2 TLN1 TM7SF3 TMA16 TMBIM4 TMBIM6 TMCO6 TMEM100 TMEM101 TMEM116 TMEM127 TMEM132A TMEM141 TMEM143 TMEM14EP TMEM167B TMEM181 TMEM198 TMEM199 TMEM202-AS1 TMEM217 TMEM218 TMEM219 TMEM237 TMEM242 TMEM242-DT TMEM248 TMEM39B TMEM51 TMEM59 TMEM65 TMEM68 TNC TNFSF9 TNNT1 TNPO3 TNRC6B TNS2 TNS2-AS1 TOM1L2 TOMM20 TOMM40 TP53BP1 TPBG TPI1P2 TPM3 TPP2 TPR TRABD2B TRAF4 TRAF5 TRAF6 TRAPPC13 TRAPPC3 TRD-AS1 TRDMT1 TRERF1 TRIB1 TRIM11 TRIM2 TRIM23 TRIM25 TRIM28 TRIM37 TRIM41 TRIM47 TRIM59 TRIM59-IFT80 TRIP10 TRIP12 TRIP6 TRMT1 TRPM7 TSACC TSC22D4 TSHR TSHZ2 TSHZ3 TSLP TSPAN10 TSPAN12 TTBK2 TTC1 TTC21A TTC21B TTC28-AS1 TTC33 TTC41P TTI2 TTLL5 TUBA1B TUBA1C TUBB TUBGCP3 TWF1 TYRO3 TYSND1 TYW3 U2AF2 UBA1 UBA5 UBE2H UBE2H-DT UBE2L3 UBE2M UBE2Q2P1 UBE3A UBE4A UBTF UBXN1 UCHL5 UFC1 UFL1-AS1 UGGT1 UHMK1 ULBP1 UNC45A URB2 UROS USP11 USP21 USP32 USP38 USP38-DT USP44 USP48 USP54 USP8 USPL1 UST UTRN VASP VCAN VEPH1 VGLL4 VILL VIM VIRMA VLDLR-AS1 VPS29 VPS33A VPS4B VRK2 WARS1 WASF1 WASHC4 WDFY2 WDPCP WDR11 WDR11-DT WDR25 WDR41 WDR89 WEE2-AS1 WIPF2 WWC1 WWTR1 XPO5 XPOT XRCC2 YAP1 YEATS4 YKT6 YOD1 YWHAZ ZBTB14 ZBTB22 ZBTB44 ZBTB44-DT ZBTB45 ZBTB8A ZDHHC16 ZDHHC17 ZEB2 ZFC3H1 ZFHX2 ZFHX4 ZFP1 ZFP36 ZFP91 ZFP91-CNTF ZFYVE1 ZKSCAN2 ZKSCAN5 ZKSCAN8 ZMPSTE24 ZMPSTE24-DT ZMYM4 ZNF12 ZNF131 ZNF143 ZNF165 ZNF181 ZNF19 ZNF207 ZNF217 ZNF221 ZNF233 ZNF248 ZNF281 ZNF341-AS1 ZNF343 ZNF384 ZNF398 ZNF436 ZNF473CR ZNF503-AS2 ZNF521 ZNF526 ZNF561 ZNF561-AS1 ZNF568 ZNF56P ZNF573 ZNF580 ZNF581 ZNF583 ZNF589 ZNF608 ZNF687 ZNF687-AS1 ZNF775 ZNF780A ZNF790-AS1 ZNF792 ZNF829 ZNF839 ZNRD2 ZNRD2-DT ZNRF2 ZSCAN5A ZSCAN5A-AS1 NAB2_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAB2_TARGET_GENES AASDHPPT ABCD1 ABCD3 ABHD3 ABHD6 ABI2 ABR ACACA ACADM ACADVL ACO1 ACSL4 ACTG1 ACTL6A ACTN1 ACTN1-DT ACTR10 ADAM15 ADAM17 ADGRB2 ADGRG6 ADM2 ADRM1 AEBP2 AFF4 AFF4-DT AFG3L2 AFTPH AFTPH-DT AGFG2 AGO2 AHCYL2 AHNAK AKAP11 AKIRIN2 AKT1 AKT2 ALAD ALDH3A2 ALDH5A1 AMER1 AMN1 ANGEL1 ANKEF1 ANKH ANKH-DT ANKMY2 ANKRD17 ANKRD17-DT ANKRD36 ANKRD50 ANKS6 ANLN ANP32A ANTKMT ANXA7 AP1AR AP1AR-DT AP2B1 AP3D1 APC2 APH1B APLP1 APLP2 APPBP2 APPBP2-DT APPL1 ARAP2 ARF5 ARFGAP2 ARFGAP3 ARFGEF2 ARFGEF3 ARHGAP12 ARHGAP25 ARHGAP31-AS1 ARHGEF26 ARHGEF26-AS1 ARID1B ARL3 ARL5A ARMC2 ARMH4 ARPC4 ARPC4-TTLL3 ARPC5L ARRDC1 ARRDC2 ASMTL ASPSCR1 ASXL2 ATAD2B ATL1 ATP11B ATP11B-DT ATP1A1 ATP1B1 ATP2A2 ATP2B1 ATP5PD ATP5PF ATP6V0A2 ATP8A1 ATP8A1-DT ATP8B2 ATP9B ATRN AVPI1 B3GALNT2 B3GNT5 B3GNTL1 B4GALT1 BAG6 BAIAP2 BAIAP2-DT BAIAP3 BAP1 BAZ1A-AS1 BBC3 BCAP31 BCAR3 BCL3 BCL9 BFSP1 BHLHE40 BICDL1 BICRA BICRA-AS2 BLMH BMP2K BMP2K-DT BMPR2 BNIP2 BRAF BRCC3 BRD2 BRD4 BRF1 BRWD1 BRWD1-AS2 BTBD1 BTBD6 BTG1 BTG1-DT BTG2 BTG2-DT BTG3-AS1 BTRC BZW1 BZW1-AS1 BZW2 C11orf80 C17orf67 C18orf21 C19orf25 C1QL4 C1orf220 C21orf58 C21orf91 C6orf47 C7orf50 C8G C8orf33 C9orf72 CABIN1 CACNA2D1 CACNA2D4 CALM1 CAMSAP1 CAMSAP1-DT CAMSAP2 CAMTA1 CAND1 CAPN7 CAPRIN2 CARD10 CARM1 CARNMT1 CASP2 CASP3 CASP9 CATSPER1 CBFB CBX2 CBX7 CC2D1B CCDC106 CCDC137P1 CCDC34 CCDC42 CCDC57 CCDC59 CCDC91 CCNA1 CCND1 CCND3 CCNI CCNK CCNT1 CCNT2 CCNY CCNY-AS1 CCSAP CCSER2 CCT6P3 CD164 CD72 CD83 CD99 CDC26 CDC42SE1 CDCA4 CDH24 CDK13 CDK13-DT CDK14 CDK17 CDK19 CDK6 CDK9 CDKN2A CDKN2AIP CDKN2B-AS1 CDKN2C CDNF CDYL CDYL-AS1 CEBPA CEBPA-DT CEBPB CEBPB-AS1 CELSR1 CEMIP2 CENPN CENPQ CENPW CEP112 CEP131 CEP57 CEP83 CEP83-DT CERCAM CERK CERNA1 CERS2 CFD CHAF1B CHAMP1 CHCHD7 CHCT1 CHD9 CHIC2 CHMP4B CHRAC1 CHST12 CHSY1 CHTF18 CIB1 CIRBP CISD3 CISTR CKB CLDN6 CLDND1 CLIP2 CLN6 CLPX CLTC CMC2 CMC4 CMIP CMTM7 CNDP2 CNGA1 CNIH3 CNIH3-AS2 CNOT3 CNOT4 CNP COA7 COL6A4P1 COL7A1 COPRS CORO1B CORO1C CORO2A COX5A CPLX1 CPM CPSF1 CPSF6 CPTP CRAMP1 CREB5 CREBL2 CREBRF CRELD1 CSAD CSNK1E CSRNP1 CTDSP1 CUL1 CUL3 CXADR CYLD CYP20A1 CYP2U1 DAGLA DAP DAP3 DAZAP1 DBF4 DCAF11 DCAF13 DCAF6 DCAF7 DCUN1D2 DCUN1D3 DCXR DCXR-DT DDI2 DDX59 DDX59-AS1 DEGS1 DENND1A DENND1B DENND4A DENND5B DENND5B-AS1 DEPDC5 DGKD DGKE DGKQ DGLUCY DHODH DHRS13 DHX35 DHX35-DT DIAPH1 DIDO1 DLEU2 DLG4 DLX2-DT DMAC2L DMWD DNAAF1 DNAAF9 DNAI4 DNAJB6 DNAJC13 DNAJC2 DNAJC21 DNAJC27 DNAJC27-AS1 DNAJC7 DNM1L DNMT3B DNPEP DNPEP-AS1 DOLK DONSON DPF1 DPY19L1 DPYD DRAM1 DSE DSTN DSTYK DTD1 DTNB DUSP2 DUSP22 DUSP5 DVL1 DYNC1I1 DYNLL2-DT DYRK2 DYRK3 DYRK3-AS1 E2F3 EBPL ECE1 ECI2 ECI2-DT EDEM1 EEA1 EEF1A1 EEF1AKMT3 EEF1DP3 EEF2KMT EEIG1 EEPD1 EFEMP2 EFHC1 EGR1 EHBP1L1 EIF1B EIF1B-AS1 EIF4E2 EIF4H EIPR1 ELF1 ELF4 ELK1 ELMO2 ENO1-AS1 ENSG00000187186 ENSG00000215022 ENSG00000223969 ENSG00000233230 ENSG00000237461 ENSG00000246331 ENTPD6 ENTR1 EOGT EOGT-DT EPHB6 EPOR EPS15 EPS8L2 ERBIN ERBIN-DT ERGIC1 ERI2 ERICD ERLIN1 ERN1 ERO1A ESYT2 ETS2 ETV3 EXD3 EXOC3 EXOC3-AS1 EXOC6 EZH2 F3 FAAP20 FABP5P3 FAF1 FAM118A FAM120A FAM120AOS FAM131B-AS2 FAM136A FAM168A FAM169BP FAM174C FAM193A FAM228B FAM3C FAM47E FAM76B FAM78A FAM83G FAM86FP FAM98C FANCB FAR1 FAR1-IT1 FARP2 FARS2 FBRS FBRSL1 FBXL8 FBXO11 FBXO15 FBXO41 FBXO45 FBXO6 FBXW11 FBXW5 FBXW8 FCHSD2 FDX1 FGD5-AS1 FGF18 FGF5 FHIP2A FIZ1 FJX1 FLJ38576 FLOT1 FMNL3 FNDC3A FOSL2 FOXD1 FOXJ3 FOXO6 FOXP1 FPGT FPGT-TNNI3K FRAT2 FRG1 FRG1-DT FRS3 FUOM FUT11 FZD2 FZD5 GABPA GADD45B GALNT1 GALNT7-DT GANAB GAPDH GAREM1 GASAL1 GATAD2A GATAD2B GCC2-AS1 GCLC GCLM GCNT1 GCSH GDPD5 GDPGP1 GFER GFI1 GGA1 GID8 GJA3 GKAP1 GLUD1 GLYCTK GM2A GNAQ GNB1 GNB1-DT GNG10 GNG5 GNPNAT1 GOLGA2 GPAM GPATCH8 GPC1 GPLD1 GPR137C GPR157 GPX4 GRAMD1A GRAMD1A-AS1 GRHL1 GRIFIN GSDMA GSK3B GSK3B-DT GSKIP GSPT1 GSTA4 GSTO1 GTDC1 GTF2E2 GTF2H5 GTF2IRD2B GUK1 GVQW3 GXYLT1 H3-3A H3-3A-DT H6PD HACD1 HACE1 HADH HADHA HAX1 HCG27 HCP5 HDAC5 HDAC7 HDGFL2 HEBP2 HECTD1 HECTD2 HERC4 HEXD HEXIM1 HHEX HIBADH HIC1 HIF1A HIRA HIVEP1 HLCS HMGA1 HMGN2 HNRNPAB HNRNPL HOOK3 HPCAL1 HPRT1 HS6ST1 HSD17B6 HSDL1 HSP90AA1 HSPA14 HSPA8 HSPG2 HTATSF1 HTT-AS HVCN1 IDUA IER3-AS1 IFNGR2 IFT140 IFT88 IGF2BP3 IL13RA1 IL6R ILRUN ILRUN-AS1 IMPDH2 INF2 ING2 ING2-DT ING5 INPPL1 INTS10 INTS11 INTS4 IP6K1 IPO13 IQCG IREB2 IRF2 IRF2-DT IRF2BP2 IRS2 ISG20L2 ITGA4 ITGB1 ITGB1-DT ITGB3 ITGB8 ITM2B ITPK1 ITPRIP IZUMO4 KATNAL2 KBTBD2 KBTBD3 KBTBD7 KCNIP2 KCNK5 KCNMB4 KCTD13 KCTD13-DT KCTD2 KCTD7 KDM1A KDM2A KDM4A-AS1 KDM5B KDM5C KDM7A KDM7A-DT KEAP1 KIAA1671 KIF2A KIFC3 KLF10 KLF13 KLF16 KLF2-DT KLF3 KLF6 KLHDC2 KLHL21 KLHL22 KLHL5 KLHL8 KMT2C KMT5B KMT5C KPNA1 KRAS KRCC1 KRI1 KRT8 KTN1 KTN1-AS1 L2HGDH LACTB2-AS1 LAMC1 LAMP1 LASP1 LCOR LEMD1 LHB LHX4 LIMD2 LIMS1 LINC00327 LINC00963 LINC01010 LINC01116 LINC01117 LINC01144 LINC01238 LINC01460 LINC01686 LINC01703 LINC01814 LINC01881 LINC02356 LINC02918 LINC03044 LIPT1 LIPT2 LIPT2-AS1 LMAN1 LMBR1 LMF1 LMLN LMNA LMNTD2 LMO4 LMTK2 LPIN2 LPP-AS2 LRFN4 LRP3 LRRC1 LRRC27 LRRC8B LRRFIP1 LRRFIP1P1 LRRIQ3 LRRK2 LRRK2-DT LSM14B LUC7L3 LYL1 LYRM1 LYRM4 LYRM9 LYSMD3 MACF1 MACIR MAD1L1 MAD2L2 MADCAM1 MAFF MALT1 MAN1A2 MAN1C1 MANEAL MANF MAP1A MAP3K1 MAP3K14 MAP3K14-AS1 MAP3K20 MAP4K4 MAP4K5 MAPK1 MAPK8 MARCKSL1P2 MATCAP1 MATN1-AS1 MATR3 MBD2 MBD5 MBD6 MBLAC2 MBOAT7 MCRIP2 MDK ME1 MED14 MED15 MED22 MED9 MEGF8 MELTF-AS1 MEPCE METAP1 METRNL METTL21A METTL25 METTL25B MFN2 MGRN1 MHENCR MIA3 MIB1 MIB2 MICAL1 MICALL1 MICU1 MIDN MIER1 MIF4GD MIF4GD-DT MINDY2 MINDY2-DT MIR142HG MIR29B2CHG MIR3180-5 MIR3181 MIR378D2HG MIR4479 MIR4515 MIR4674 MIR4710 MIR5684 MIR6821 MIR760 MLF2 MLLT10 MLST8 MMUT MNT MOB3A MOCS2 MOCS2-DT MOSPD2 MPC1 MPC2 MPG MPO MPP1 MRC2 MRGBP MRPL40 MRPL51 MRPL55 MSL3 MSL3-DT MTCP1 MTDH MTM1 MXRA7 MYADM MYADM-AS1 MYCBP2 N4BP2L1 N4BP3 NAB1 NAB2 NAIF1 NALT1 NANOS3 NCAPD2 NCAPG2 NCOA2 NCR3LG1 NDUFV2 NDUFV3 NEAT1 NECAB3 NECTIN1 NECTIN1-DT NEDD4L NEK6 NELFB NEMP1 NEUROG2-AS1 NFATC1 NFE2L2 NFIB NFKBIE NFXL1 NFYC NGFR NHERF2 NINJ1 NINJ2-AS1 NIPSNAP1 NISCH NKTR NOP56 NOSIP NOTCH1 NOXA1 NPAS1 NPEPL1 NQO2 NQO2-AS1 NR1D2 NR2C2 NR2F6 NR3C1 NRARP NREP NRL NSD2 NSD3 NSUN2 NT5DC3 NTNG2 NUB1 NUDT14 NUDT3 NUDT4 NUMB NUP153 NUP188 NUP214 NUP43 NXN NXT1 ODAD1 ODC1 ODC1-DT ODF3B OGFOD3 OLFM2 ORAI1 ORAI2 ORC4 OSBPL1A OSBPL2 OTUD1 OTUD4 OTUD5 P4HTM PABPC1 PACS1 PAK1 PAK4 PALD1 PANK2 PANK2-AS1 PANK4 PAQR8 PARD6B PARK7 PARP6 PBX2 PBX3 PCBD2 PCGF5 PCMT1 PCNT PDGFA PDGFA-DT PDHA1 PDHB PDIA4 PDIA6 PDLIM7 PDP1 PDPR2P PDXK PDZD7 PDZD8 PER1 PFN4 PGGHG PGK1 PGM2 PGP PHETA1 PHF13 PHF19 PHF7 PHLDA2 PHRF1 PI4KA PIAS1 PIAS2 PICALM PIGP PIGX PIK3R1 PIWIL4 PJA2 PJVK PKD1 PKM PKMYT1 PKNOX1 PLA2G15 PLAG1 PLAGL2 PLAU PLAUR PLBD2 PLCD1 PLEC PLEKHA3 PLEKHF2 PLEKHO1 PLEKHO2 PLIN3 PLOD1 PLSCR3 PMPCA PODXL POFUT1 POLD3 POLG POLG-DT POLI POLM POLR3G POU2F2 PP7080 PPARG PPFIA3 PPHLN1 PPIB PPM1J PPM1J-DT PPP1CA PPP1R13B PPP1R13B-DT PPP1R18 PPP1R3E PPP2R5A PPP2R5C PPP2R5CP PPP3CB-AS1 PRIM1 PRIMPOL PRKAA1 PRKAG2 PRKAG2-AS1 PRKAR1B PRKAR1B-AS1 PRKD3 PRKD3-DT PRKRA PRPF39 PRPF39-DT PRPF4 PRPSAP1 PRPSAP2 PRR12 PRRC2A PRXL2C PSIP1 PSMC2 PSMD13 PSMD2 PTBP1 PTBP2 PTBP3 PTGER2 PTGES2 PTGES2-AS1 PTGES3 PTGS1 PTH2R PTMA PTMS PTP4A2 PTPN11 PTPRA PTPRE PURB PUS7 PUSL1 PXN PYCARD QSER1 QSOX2 R3HDM2-DT RAB11A RAB11FIP4 RAB20 RAB35 RAB35-AS1 RAB39A RAB7B RAB8A RAB8B RABGAP1L RABGAP1L-DT RABGEF1 RAC1 RAD23B RAD52 RAD54L RALA RASAL2 RASAL2-AS1 RASGRP2 RASSF1 RASSF1-AS1 RASSF5 RASSF7 RASSF8 RASSF8-AS1 RBBP7 RBFA RBFOX2 RBM26 RBM26-AS1 RBM27 RBM38 RBM39 RBPJ RBX1 RC3H2 RCAN3 RCC2 RCN2 RCOR1 REL REL-DT RERE RERE-AS1 REST REV1 REX1BD RFTN1 RFX3 RFX3-DT RGCC RHBDF2 RHEB RHOG RIC1 RICTOR RIN3 RING1 RINL RMC1 RMND5A RN7SL254P RN7SL521P RNA5SP155 RNASET2 RNF103 RNF103-CHMP3 RNF145 RNF168 RNF170 RNF187 RNF19A RNF2 RNF24 RNF38 RNH1 RNPEPL1 RNU6-1 RPL6 RPL7A RPS2P32 RPS6KA2 RPS6KA5 RPUSD1 RRAGC RRAGC-DT RSRC1 RTF2 RUNX1 RWDD3 RWDD3-DT RXRA S100A10 SACS SAMD11 SAMD8 SAMM50 SARS1 SATB2 SBNO2 SCAF8 SCAI SCARB2 SCN8A SEC22C SEH1L SELENOM SEMA3F SENP6 SEPTIN7 SEPTIN7-DT SERAC1 SERGEF SERTAD2 SET SETD3 SETD5 SETX SF1 SF1-DT SFXN2 SFXN3 SGK1 SGMS2 SH2B2 SH2D3C SH3BP1 SH3GL1 SH3GLB2 SH3RF1 SH3TC1 SHOX2 SIAH2 SIRT1 SIRT3 SIVA1 SKI SKIL SLC12A2 SLC12A2-DT SLC16A1 SLC16A1-AS1 SLC16A3 SLC1A4 SLC20A1-DT SLC23A2 SLC25A10 SLC25A15 SLC25A25 SLC25A32 SLC25A40 SLC25A6 SLC2A1-DT SLC35B2 SLC35E4 SLC35F2 SLC36A4 SLC37A4 SLC38A10 SLC41A2 SLC48A1 SLC4A2 SLC66A2 SLC7A2 SLC9A3-AS1 SLC9A5 SLC9A8 SLCO4A1 SLCO4C1 SLF2 SMAD3 SMAD3-DT SMARCD2 SMARCD3 SMCO4 SMG1 SMG1-DT SMG1P2 SMG1P3 SMG6 SMIM14 SMIM14-DT SMIM29 SMPD1 SMS SMTN SMURF1 SMURF2 SNAI1 SNAP29 SNAPC2 SNHG4 SNHG7 SNORD12C SNX18 SNX30 SNX30-DT SNX33 SNX4 SNX8 SOCS5 SOS1 SP1 SP3 SP4 SPACA6 SPATA1 SPATA20 SPHK1 SPOCD1 SPOPL SPOPL-DT SPRY2 SPSB1 SPTAN1 SPTBN4 SQLE SQLE-DT SRD5A1 SRF SRGAP1 SRR SRSF5 SRXN1 SSB SSBP3 SSX2IP ST3GAL3 ST3GAL5 ST3GAL5-AS1 ST6GALNAC6 STAMBPL1 STAP2 STARD9 STAT1 STAU1 STAU2 STIM2 STK24 STK24-AS1 STK32C STK35 STRADA STRN STUB1 STUB1-DT STX11 STX17 STX17-DT STX4 STYX SUN2 SVIP SWI5 SYDE2 SYNCRIP SYNGAP1 SYNPO SYP SYTL1 TADA3 TAF5L TAF6L TBC1D1 TBC1D10A TBC1D10C TBC1D13 TBCD TBK1 TBKBP1 TCF4 TCF7 TCFL5 TCP11L2 TDRD3 TDRD7 TDRKH TDRKH-AS1 TENT5C TENT5C-DT TFAM TFE3 TFEB TGFB1 TGIF1 THAP12 THAP2 THRAP3 THUMPD3-AS1 TIGD1 TIMM21 TIMP1 TJP2 TLE4 TLE5 TLK1 TLNRD1 TM4SF19 TM4SF19-DYNLT2B TMBIM6 TMC6 TMCC1 TMCC1-DT TMCO3 TMEM117 TMEM123 TMEM123-DT TMEM131 TMEM134 TMEM139-AS1 TMEM158 TMEM170B TMEM18 TMEM18-DT TMEM241 TMEM243 TMEM250 TMEM50B TMEM52 TMEM87B TMEM91 TMSB10 TMTC4 TNFRSF12A TNFSF14 TNIK TOM1 TOP2B TP53BP1 TPI1 TPM4 TPT1 TPT1-AS1 TPTEP1 TPTEP2 TRADD TRAF1 TRAF3 TRAM1 TRAM2 TRAM2-AS1 TRAPPC8 TRG-AS1 TRGV6 TRIB1 TRIM3 TRIM37 TRIM44 TRIM62 TRIOBP TSEN34 TSGA10 TSPAN5 TSPAN5-DT TTC3 TTC39C TTL TTLL12 TUBA1A TUBA1C TUBB2A TUBGCP2 TUT7 TVP23C TVP23C-CDRT4 TWSG1 TWSG1-DT TXLNA TXNDC16 TXNL4A UBAC2 UBAC2-AS1 UBE2I UBE2J1 UBE2Q2 UBE2Z UBE3A UBXN1 UBXN2A UGCG ULK3 UNC119B UNC93B1 UPP1 URB2 USP11 USP12 USP12-DT USP25 USP27X USP27X-DT USP28 USP3 USP32 USP34 USP34-DT USP38 USP38-DT USP42 USP46-DT USP9X VAPA VARS1 VASP VAV1 VEGFA VPS37B VSIR VWA7 WBP4 WDFY2 WDR1 WDR44 WDR48 WDR53 WNK1 XPO1 XPO6 YAF2 YBX3 YES1 YTHDF2 YWHAB YY1 YY1AP1 ZBTB1 ZBTB18 ZBTB25 ZBTB33 ZBTB7A ZC3H12A ZC3H12D ZC3H14 ZC3H15 ZCCHC24 ZCWPW1 ZDHHC12 ZDHHC12-DT ZDHHC17 ZFAND3 ZFAND3-DT ZFAS1 ZFP14 ZFP62 ZMIZ1-AS1 ZMYM2 ZNF213 ZNF213-AS1 ZNF280B ZNF330 ZNF341-AS1 ZNF395 ZNF410 ZNF425 ZNF438 ZNF446 ZNF48 ZNF480 ZNF488 ZNF511 ZNF511-PRAP1 ZNF512B ZNF524 ZNF557 ZNF584 ZNF592 ZNF641 ZNF652 ZNF652-AS1 ZNF654 ZNF667 ZNF667-AS1 ZNF740 ZNF786 ZNF837 ZNFX1 ZNRF1 ZNRF3 ZSCAN5A ZSCAN5A-AS1 ZSWIM6 ZYX NCOA2_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NCOA2_TARGET_GENES ABCB9 ABCC1 ABCG1 ABHD12 ACACA ACACB ACAT1 ACTR10 ACYP1 ADAMDEC1 ADH1C ADH7 ADK AGPAT1 AHCYL2 AIMP1 AK6 ALG2 ALOX5AP ALOXE3 AMN1 AOAH-IT1 AP3M1 AP3S1 APEX1 APOL3 AQP4-AS1 ARAF ARHGAP11A ARHGAP11A-DT ARHGEF2 ARID2 ARID3A ATF6 ATF6-DT ATG12 ATP5MG ATP6AP1L ATP6V0A1 ATP6V0D1 AVIL AVL9 AXDND1 B4GALT5 BABAM2 BAG6 BAIAP2 BCAR3 BCKDHA BLCAP BLM BMF BUD31 BZW1 C11orf68 C17orf80 C19orf38 C19orf48P C19orf84 C1QA C6orf52 C9orf24 CACTIN CALCOCO2 CAMKK1 CAPRIN1 CAVIN2 CCDC103 CCDC106 CCDC162P CCDC57 CCT4 CD55 CDKN2AIP CDKN2AIPNLP3 CELF3 CEP76 CEP97 CFAP418 CFDP1 CFLAR-AS1 CHIC2 CHRND CHROMR CIITA CLHC1 CNOT9 CNPY2 COG4 COMMD1 COPS3 COX7A2L CRPPA-AS1 CTTNBP2 CUEDC1 CWC25 CXCL16 CXCL8 CYTIP DAAM1 DCAF11 DCTN1 DDX39B DDX39B-AS1 DDX51 DECR1 DNAAF10 DNAJB6P2 DNAJC28 DNASE2B DPH6 DPH6-DT DRAP1 DUS1L DYNC1LI2 DYNC1LI2-DT DYNLT4 DZANK1 E2F4 EBI3 ECHDC3 EEF1A1 EEF1A1P18 EEF1D EFTUD2 EIF2AK3 EIF2S3 EIF4A1P7 EIF4ENIF1 ELF2P3 ELMO2 EMC1 ENSG00000201701 ENSG00000214803 ENSG00000226172 ENSG00000228463 ENSG00000233461 ENSG00000235978 ENSG00000238185 ENSG00000253177 ENSG00000255491 ENSG00000258926 ENSG00000266976 ENSG00000267882 ENSG00000269289 EPB41L3 ESRRA EWSR1 EXOSC5 FABP3 FAM104A FAM187A FAM83A-AS1 FARS2 FGGY FMN1 FZD1 GADD45GIP1 GGA3 GGCX GOLGA5 GORAB GORAB-AS1 GOSR2 GOSR2-DT GPAT4-AS1 GPR137B GPX3 GSAP GSN GSN-AS1 GTF2IP12 H3C9P HADHA HADHB HEY1 HK1 HOXA13 HS1BP3-IT1 HS2ST1 HSPA1B HSPA9 HUS1 ICE1 ILF2 INO80B INO80B-WBP1 INTS12 IPO13 IQCG IQGAP3 IRGQ ITGA11 ITIH1 JADE1 JARID2 JARID2-DT JPT1P1 JRK KAT7 KCNE1 KCTD10 KLF13 KLRC2 KLRC4-KLRK1 KRT13 LASP1 LCP1 LGALS3BP LGR4 LILRA2P1 LIMD1-AS1 LINC00399 LINC00582 LINC00886 LINC00964 LINC01119 LINC01354 LINC01623 LINC01962 LINC02002 LINC02193 LINC02207 LINC02319 LINC02340 LINC02600 LINC02683 LINC02739 LINC02745 LINC02832 LINC02888 LINC02918 LINC02937 LINC03108 LNPPS LNX1 LOXL2-AS1 LRP3 LRR1 LYAR LYRM4 LYSMD1 MAPKAPK5 MAPKAPK5-AS1 MARVELD1 MECP2 MED29 MEF2C MFAP3L MFSD6 MGAT5 MIR1208 MIR199A1 MIR302A MIR302C MIR302CHG MIR302D MIR30C2 MIR3202-2 MIR367 MIR4495 MIR4727 MIR7848 MIR802 MMP2 MMP8 MRPL11 MRPL28 MRPL9 MRPS5 MRPS7 MRTO4 MSANTD2 MT2A MTCH1 MTFP1 MTFR1 MYBPC1 MYNN MYOSLID NAMA NCEH1 NCLN NDC1 NDUFA10 NDUFA4 NEAT1 NFATC3 NFE2L1 NHLRC3 NIPAL2 NISCH NKPD1 NME6 NOC4L NRP1 NSUN2 NT5C2 NUP205 NUP85 NVL OAZ3 OGFOD2 OGFRL1 OLAH OSGEP P2RY12 PABPC1 PACSIN2 PAK1IP1 PARVG PCBD2 PCBP1 PCBP1-AS1 PDAP1 PDK4-AS1 PEAK3 PELATON PES1 PI4KB PIAS3 PIN4 PKP2 PLIN2 PLXDC1 PNO1 POLE POLR2E POLR3E POLR3F POM121 POM121C PPP2R1B PPP3CB PPP3CB-AS1 PPP6R3 PRDM1 PRKAB1 PRKAR2B PRKRIP1 PRMT5 PROSER1 PSMD1 PSMD12 PSMD9 PSME2P2 PSMG2 PTGES2 PTGES2-AS1 PTPN11P3 PXMP2 RAB31 RAB39B RABGGTB RABL2A RABL2B RAD17 RASGEF1C RBAK RBAK-RBAKDN RBBP5 RBKS RBMS3 RBMS3-AS3 RCAN1 RCC1 RCL1 RDH10 REEP5 RELA REXO1 RGS18 RGS19 RHBDD3 RHEX RHOBTB2 RIIAD1 RN7SL108P RN7SL813P RND3 RNF121 RNF225 RNU5A-1 RNU5B-1 RNU5E-1 RNU5E-4P RNU6-1 RNU6-150P RNU6-163P RNU6-565P RNU6-720P RNU6-813P RNU6-904P RNVU1-14 RNVU1-15 RNY3P11 RPAP1 RPL17 RPL17-C18orf32 RPL21 RPL23AP7 RPL23AP82 RPL26P13 RPL35A RPL7 RPN1 RPRM RPS12 RPS23 RPS27A RPS29 RTN4IP1 RWDD1 RXYLT1 S100A10 S100B SACM1L SAP30 SART3 SCAP SCAT2 SCNM1 SEC11C SEC14L2 SEC61B SELENOF SEPTIN7P14 SF3B3 SKP1 SLA SLAMF6P1 SLAMF8 SLC11A1 SLC11A2 SLC19A2 SLC1A3 SLC25A6 SLC2A5 SLC35B1 SLC39A13 SLC40A1 SLC45A4 SLC8A1-AS1 SLCO2B1 SMAP2 SMARCD3 SMC2 SNHG3 SNHG32 SNHG5 SNORD101 SNORD45C SNORD48 SNORD50B SNORD58B SNX15 SNX27 SNX33 SPATC1 SPON2 SRD5A1 SRPX SRRM5 ST13 ST3GAL1 ST3GAL5 ST7L STAM STAM-DT STAM2 STIMATE STIMATE-MUSTN1 SUCLG1 SUDS3 SUPT3H SUPV3L1 SYNGR2 TAF9 TBCD TBCK TCF7L2 TEX2 THADA TIGD5 TIPARP TIPARP-AS1 TM9SF1 TMC6 TMED1 TMED10 TMEM218 TMEM87B TMIGD3 TMSB10 TNS3 TPRA1 TRIB3 TRIM7-AS2 TSKU TSKU-AS1 TSN TSNAX TSNAX-DISC1 TTC39A TTC8 TTLL4 TXNIP UBALD2 UBE2I UBE3B UBR1 UFM1 UPF1 UPF2 USP37 USP4 VDAC2 VLDLR-AS1 VPS35L VPS8 VTI1B VTRNA1-1 VTRNA1-2 VWA5A WASHC4 XNDC1N XPNPEP3 XPO6 ZBED3-AS1 ZC2HC1C ZC3H12D ZC3H18 ZDHHC4 ZFAND5 ZFHX4-AS1 ZFP1 ZMYND8 ZNF12 ZNF329 ZNF383 ZNF576 ZNF585B ZNF653 ZRANB2 ZRANB2-DT NCOA4_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NCOA4_TARGET_GENES ABCA7 ABCB6 ABCB9 ABHD5 ACACB ACBD6 ACCS ACE ACO2 ACOT12 ACOT7 ACTB ACTN3 ADAT3 ADGRG7 ADGRL1-AS1 ADPRS AGAP3 AGFG2 AHNAK2 AHR AIDA AKAP9 AKT2 ALB ALDH5A1 ALKBH1 AMBRA1 ANKRD29 ANKRD44 ANKS4B ANO10 ANXA2 ANXA2R AP4B1 AP5S1 APH1A APOBEC3G ARAP1 AREL1 ARHGAP44-AS1 ARHGEF1 ARHGEF16 ARHGEF37 ARID3A ARID4A ARIH2 ARL14EP ARL15 ARL6IP4 ARMH4 ASAP1 ASCC3 ASF1B ASNSD1 ATF4 ATG101 ATG2A ATG3 ATP13A3 ATP13A3-DT ATP2B4 ATP5F1D ATP5MC2 ATP6V0D1 ATP6V0D1-DT ATP8B3 ATXN7L1 ATXN7L3B AUP1 AURKA BANP BBC3 BBOF1 BCAS4 BCCIP BCS1L BICD1 BLTP1 BOLA1 BRD3OS BROX BSG BSG-AS1 BTBD1 BTBD7 BUB1B BZW2 C10orf143 C11orf24 C11orf71 C11orf98 C12orf57 C15orf39 C17orf75 C17orf99 C19orf48P C19orf67 C1orf112 C21orf62-AS1 C2CD5 C3orf86P C8G C9orf43 CACNA1C-AS1 CACTIN CACYBP CALM1 CALM3 CALY CARF CASP4 CATSPERD CBLL1 CBLL1-AS1 CC2D1B CCDC106 CCDC159 CCDC18 CCDC30 CCDC59 CCDC69 CCDC96 CCNA2 CCNB2 CCNL1 CCT7 CD209 CD46 CD70 CDADC1 CDC25B CDC25C CDC42BPG CDC7 CDIPT CDIPTOSP CDK13 CDK13-DT CDKL3 CDKN2AIPNL CEP131 CEPT1 CERNA3 CFAP20 CFAP61 CFAP77 CFL1 CHASERR CHD9NB CHKA CHKA-DT CHMP3 CHPT1 CHRAC1 CHST12 CIB2 CIDECP1 CIPC CIRBP CITED2 CKLF CKLF-CMTM1 CLASP1 CLP1 CLPTM1 CLUL1 CNBD1 CNNM3 CNOT4 CNPPD1 CNTN3 COL19A1 COL8A2 COPS4 COPS5 COPS9 COX16 COX19 COX20 COX5B COX7A2 CPEB3 CPPED1 CPSF4 CREB1 CREB3 CRKL CRTC1 CRYZL1 CSKMT CSMD1 CSNK1A1 CSNK2A1 CSPP1 CSTF1 CTDSP1 CTNND1 CUL4A CWC25 CXXC5 CYLD CYLD-AS1 DBP DCDC1 DCLRE1B DCTN5 DCTN6 DCTN6-DT DCUN1D2 DCUN1D5 DDX46 DENND4B DEPDC4 DEPDC5 DERL1 DET1 DGKA DISC1FP1 DLGAP1-AS2 DLST DNAH7 DNAH8-AS1 DNAI4 DNAJB2 DNAJB4 DNAJB6 DNAJC22 DNAJC7 DNM1L DNMT1 DOCK6 DPH1 DPM2 DPP3 DPP3-DT DPY19L4 DRAM1 DRAM2 DRG2 DSP DTNA DUSP22 DVL2 DVL3 DYNLL2-DT DYNLT4 DYRK1A EARS2 EBF1 EEF1AKMT2 EEF2 EFHB EGR1 EHBP1 EHD1 EHMT1 EIF2B3 EIF3D EIF3H EIF4A2 EIF4EBP2P1 ELP2 ELP4 EML3 ENSG00000176593 ENSG00000187185 ENSG00000199196 ENSG00000205794 ENSG00000230021 ENSG00000249341 ENSG00000260316 ENSG00000267248 ENSG00000268655 EPM2AIP1 ERCC1 ERLIN2 ERN1 ERO1B ESCO2 EXOC2 EXOC8 EXOSC9 EZH2 FAH FAM114A1 FAM13B FAM13B-AS1 FAN1 FANCD2 FBXL15 FBXL17 FBXL3 FBXL5 FBXW5 FCF1 FCHSD2 FES FGL1 FMN2 FNBP4 FOXP1 FOXP2 FRY FSCN1 FTL FUT6 FXN FZD1 G3BP1 GAB1 GADD45B GALK1 GANC GATC GCHFR GCNT1 GEMIN6 GFAP GFI1 GINS3 GJB7 GLIPR2 GLUL GMEB2 GMFB GMPR GNE GOLGA2P11 GPR137 GSDMD GSEC GSTT4 GTF2A1 GTF2A1-AS1 GTF2H4 GTPBP10 GUSBP5 H1-10 H1-10-AS1 H1-3 H1-5 H2AC11 H2AC20 H2AC21 H2AZ1 H2AZ1-DT H2BC11 H2BC21 H2BC5 H2BC9 H3-3B H3C12 H4C1 H4C16 H4C2 H6PD HADHA HADHB HBB HDAC11 HDAC4 HDAC4-AS1 HDDC3 HDGF HEATR5A HEATR5A-DT HECTD4 HES6 HEXA HEXA-AS1 HEXD HEXIM1 HEXIM2 HEXIM2-AS1 HIF1AN HMGA1 HMGB1 HMGB2 HMGXB4 HNRNPH1 HNRNPLL HOOK2 HPN HPS1 HSF4 HSPA2-AS1 ID2 ID2-AS1 IDH3A IER5 IGFLR1 IKZF4 IL2RB ILK ILRUNP1 IMMP1L ING3 INO80 INPPL1 INTS9 IRF2BP1 IRF9 IRGC ISY1 JADE1 JAZF1 JOSD1 JRK JUNB JUND KAT14 KCMF1 KDM1A KDM5B KDM8 KIAA0232 KIAA0753 KIAA2026 KIFC3 KLC2 KLF1 KLF15 KLF6 KLHDC10 KLHDC3 KLHL22 KMT2E KMT5C KPNA1 KPNA6 KRAS KRTAP1-1 KRTAP4-1 KXD1 LACTB LAMP1 LAMTOR1 LARP1 LARP7 LASP1 LBHD1 LCN9 LDLRAP1 LGALS12 LINC00963 LINC01004 LINC01089 LINC01126 LINC01135 LINC01264 LINC01298 LINC01387 LINC01431 LINC01703 LINC01719 LINC01799 LINC02202 LINC02290 LINC02659 LINC02851 LIPA LIPT1 LLPH LLPH-DT LNCRNA-IUR LONP1 LRBA LRFN3 LRP12 LRRC47 LSM8 LUC7L3 LZTR1 MADCAM1 MADD MADD-AS1 MAEA MAGT1 MAN1A1 MAP3K11 MAP4K2 MARK4 MARS1 MAST3 MBD1 MCU MDM1 MED13L MEF2D MELTF MEPCE METTL14 METTL14-DT METTL18 METTL25 METTL8 MFSD10 MGAT1 MHENCR MIA2-AS1 MIB2 MIDN MIF4GD MIF4GD-DT MIPEP MIR130AHG MIR22HG MIR3181 MIR3188 MIR320C1 MIR320D1 MIR4515 MIR4522 MIR4638 MIR4727 MIR5188 MIR6853 MKNK2 MLH1 MLLT6 MLST8 MON1B MPHOSPH9 MPPE1 MROH6 MRPL12 MRPL53 MRPL9 MRPS15 MRPS23 MRPS31P2 MRPS33 MT-ATP6 MT-CO3 MT-ND4 MT-ND4L MT-RNR1 MT-TA MT-TC MT-TF MT-TN MT-TP MT-TR MT-TY MTCO3P12 MTCYBP23 MTHFSD MTND5P11 MTND6P4 MTRFR MUCL1 MYB MYCBP MYCBPAP MYL6 MYL6B-AS1 MYLIP MYO1D MYO5A MYRFL MYZAP NACC1 NCBP3 NCOR2 NDC1 NDUFA3 NDUFA5 NDUFA6 NDUFA6-DT NDUFB1 NDUFB7 NEAT1 NFATC3 NFE2 NFIA NFX1 NFYB NHERF1 NIBAN2 NINJ2-AS1 NIPAL3 NKAPL NKIRAS1 NLRX1 NMT2 NNT NOP14-AS1 NOP56 NPAS4 NPW NR3C1 NRDC NRL NSMCE1 NUMA1 NUP153 NUP42 NXF1 ODF2L OGFOD2 OGFOD3 OGG1 OR2L6P OR51I2 ORC6 OSBPL2 OSBPL8 OTUB1 P3H2 PABPC1 PABPC4 PAK4 PALB2 PALM3 PARP1 PAXBP1 PCBP1 PCBP1-AS1 PCBP2 PCGF3 PCID2 PCIF1 PCNX3 PDCD2L PDE4A PDLIM7 PEA15 PEF1 PET117 PEX1 PEX13 PEX14 PEX16 PGPEP1 PHF12 PHF5A PHLPP2 PHTF1 PHYHD1 PI16 PI4KA PIGBOS1 PIGO-AS1 PINK1 PIP4K2B PIP5K1B PISD PITPNM1 PKN2 PLA2G15 PLA2G6 PLAGL2 PLB1 PLEKHA2 PLEKHG1 PLEKHG2 PLS3 PNPLA6 POC1B POC1B-GALNT4 POFUT1 POLA1 POLDIP3 POLE POLE3 POLR2A POLR2C POLR2D POMT1 PPIAP34 PPIL4 PPM1F-AS1 PPP1R12B PPP2R3C PPP2R5A PPP2R5B PPP3CA PPP4R3A PPP4R3B PPP5D1P PRADC1 PRC1 PRDX1 PRDX2 PRDX5 PRICKLE4 PRKAG1 PRKAR2A PRKCH PRORP PRPF18 PRPSAP1 PSCA PSD PSMA1 PSMA3 PSMA3-AS1 PSMC6 PSMD3 PSMD8 PTCD1 PTPN11 PTPN12 PTPN2P2 PUF60 PUS10 PXN-AS1 PYCR2 PYM1 RAB23 RAB27A RABGGTA RAD51 RAD54L RAD9A RAF1 RANBP9 RAP1GAP RAPGEF4-AS1 RBFOX3 RBM12B RBM22 RBM25 RBM28 RBM48 RBSN RCN1P2 RCN2 RCOR1 RELA RETREG2 RFESD RHBDF1 RHBDL1 RHOF RIF1 RILP RIMBP3 RIOK3P1 RN7SKP247 RN7SL83P RNA5SP106 RNA5SP218 RNASEH2A RNF26 RNU11 RNU12 RNU4ATAC RNU5A-1 RNU5E-6P RNU6-1177P RNU6-1242P RNU6-430P RNU6-603P RNU7-1 RNVU1-19 RNVU1-26 RNVU1-30 RNVU1-7 ROM1 RPA1 RPL10 RPL15 RPL18 RPL22 RPL26 RPL27A RPL28 RPL3 RPL35AP36 RPL36 RPL41 RPL7L1 RPL8 RPL9P14 RPLP0 RPS12 RPS14 RPS15 RPS15A RPS18 RPS20 RPS25 RPS2P1 RPS4X RPS6 RPS7 RPS9 RPSAP13 RRAGC-DT RRP12 RRP8 RSRC1 RSRP1 RTCA RTCA-AS1 RUFY1 RUNX1T1 RWDD1 S100PBP SAE1 SAMHD1 SCAF11 SCAMP4 SCN1A-AS1 SCYL2 SCYL3 SDCBP SDE2 SEC11A SEC14L1 SEC31A SECISBP2 SECTM1 SEH1L SEPHS1 SERTAD3 SERTAD3-AS1 SF1 SF1-DT SF3A3 SFXN5 SGIP1 SH2B1 SH3BP2 SH3D19 SHFL SIAE SIAH2 SIDT2 SIKE1 SIPA1 SIX1 SKAP2 SLBP SLC12A9 SLC14A1 SLC1A5 SLC20A1-DT SLC22A16 SLC25A42 SLC2A1 SLC2A1-DT SLC35A5 SLC35F5 SLC38A10 SLC38A9 SLC39A6 SLC3A2 SLC41A1 SLC44A1 SLC4A1 SLC4A2 SLC6A1-AS1 SLC9A1 SLFN13 SLTM SMARCC2 SMARCD1 SMC5 SMC5-DT SMG1 SNAP29 SNF8 SNHG1 SNHG17 SNHG25 SNHG7 SNORA50C SNORA57 SNORD101 SNORD104 SNORD118 SNORD13 SNORD25 SNORD26 SNORD27 SNORD43 SNORD54 SNRNP48 SNRPA1 SNRPA1-DT SNRPB2 SNRPC SNX14 SNX18 SORBS1 SOS1 SPATA2 SPHK2 SPOCD1 SPPL2A SPRTN SPTB SPTLC1 SRPK1 SRPRB SRRM1 SRRM2 SRRM2-AS1 SRRM3 SRSF11 SRSF3 SRSF6 SRSF7 SRXN1 SSBP4 ST3GAL4 ST6GALNAC6 STAT1 STK35 STK4 STK4-DT STOM STPG1 STT3B SUMO3 SUSD1 SWSAP1 SYCP2 TAF10 TAF1D TAF3 TAF4 TAF5 TAF5L TAOK3 TBC1D10A TBC1D10B TBC1D14 TBPL1 TCAF1 TCEA1 TCF12 TDH TDH-AS1 TEX2 TEX45 TFIP11 TFRC THAP9-AS1 THOP1 THRA THUMPD3P1 TIFAB TIGD1 TIMM10 TJP1 TK2 TKT TLN1 TM4SF19-AS1 TMC6 TMCO3 TMED5 TMEM138 TMEM151A TMEM167B TMEM167B-DT TMEM184C TMEM184C-DT TMEM41B TMEM87A TMEM87B TMEM8B TNFRSF14 TNFRSF14-AS1 TNFRSF4 TNKS2 TNKS2-DT TNPO2 TNRC6C TOMM22 TOMM22-DT TOR1AIP1 TP53INP1 TPRN TRA2B TRAF3IP3 TRAPPC10 TRAPPC4 TRIAP1 TRIB3 TRIM11 TRIM25 TRIM41 TRMT1 TRMT112 TRMT12 TROAP TRPM2 TSACC TSGA10 TSPAN14-AS1 TSPOAP1 TSPOAP1-AS1 TTC23L-AS1 TTC38 TTI2 TTLL5 TUBA1C TUBA4A TUBB4B TUBB4BP5 TUT4 TXN U2SURP UBAP2L UBB UBC UBE2B UBE2D3 UBE2G2 UBE2I UBE2J2 UBE2T UBE2Z UBFD1 UCP2 UNC79 UQCC2 UQCC3 UQCC4 URB2 UROS USB1 USP21 USP24 USP25 USP31 USP35 USP7 USPL1 VAMP4 VEGFC VGLL3 VPS13B VPS13B-DT VPS13D VPS28 VPS35 VPS37C VPS37D VPS39 VPS52 VWA7 WARS1 WASL WDR19 WDR25 WDR81 WEE1 WFDC2 WIZ WSB1 XBP1 XPO1 XPO5 YAF2 YARS1 YIPF1 YPEL4 ZBED4 ZBTB11 ZBTB4 ZBTB45 ZC3H15 ZC3H4 ZC3H6 ZCCHC4 ZCWPW1 ZDHHC12 ZDHHC12-DT ZDHHC24 ZDHHC7 ZFAND2B ZMIZ2 ZNF131 ZNF142 ZNF148 ZNF169 ZNF19 ZNF202 ZNF207 ZNF234 ZNF251 ZNF274 ZNF280D ZNF319 ZNF394 ZNF432 ZNF516 ZNF518A ZNF580 ZNF598 ZNF606 ZNF672 ZNF767P ZNF787 ZNF837 ZNHIT3 NCOA6_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NCOA6_TARGET_GENES A1BG-AS1 ABCD3 ACTR6 ACVR1C ADAMTS7 ADGRB3 ADRA2B ADSS1 AFDN AFDN-DT AHCYL1 AHDC1 AMPD3 ANKRD63 APAF1 API5 APPBP2 APPBP2-DT ARHGEF19 ARL8B ATG3 ATRN ATXN2L B3GLCT BARHL1 BCAR3 BCAS2 BCL6 BICD2 C11orf68 C11orf71 C21orf91 C8orf88 CA5BP1 CAND1 CAPN12 CARD10 CASKIN2 CBFB CCDC138 CCDC63 CCDC7 CDC42 CDC42BPG CDK13 CFDP1 CHRNB4 CHSY1 CHTF18 CINP CLCN3 CLK2 CNOT7 COG1 CPEB1 CPEB1-AS1 CRACD CREBBP CRYBB2P1 CSGALNACT2 CTDP1 CTDP1-DT CTHRC1 CTNNB1 CYB5R4 D2HGDH DBIL5P DCBLD1 DECR2 DNAAF3 DNMT3A DOT1L DRAP1 DUSP10 DUSP5 ECHDC3 EIF3A EIF4A3 EIF5 EIF5B ENO3 ENTPD8 EOLA1 EOLA1-DT EOLA2 EOLA2-DT EPAS1 ERO1B ESCO1 ESPN ETV3 EVL FABP5P3 FAHD1 FAM53A FBXW11 FCHSD2 FGFR4 FIGNL1 FKBP1A FNDC3B FOSB FOXA3 FOXJ3 FOXK2 G2E3 GALC GEMIN4 GIT1 GMPPB GNB1 GNB1-DT GNL3 GPR153 GPR157 GPR160 GPRIN1 GPSM2 GRHL1 GUF1 GUSBP11 HAGH HES2 HES6 HILPDA HILPDA-AS1 HSD11B1L HSDL2-AS1 HTR5A IBA57 IBA57-DT IFT52 IKBIP IL11 IMPDH2 ING3 INTS6L INTS6L-AS1 IRAK4 ITGB1 JAG1 JUND KANK1 KANK3 KIF17 KMT2C KMT5B KSR1 KXD1 LDHA LHFPL5 LHPP LIAS LINC00466 LINC03021 LRRC27 LSR LTBP4 LZTS3 MAFG MALAT1 MAP3K1 MAPK8IP2 MARVELD1 MBTPS2 MCAT MCRIP2 METTL26 METTL4 MILIP MIPEPP3 MIR132 MIR212 MIR3188 MIR378D2HG MIR5188 MIR7-3 MIR7-3HG MOB4 MRFAP1 MRPL13 MTBP MTIF3 MTO1 MUTYH MVB12A MVP-DT MYL9 NADK NBEA NCOA5 NDC80 NDUFAF6 NEAT1 NECTIN3 NECTIN3-AS1 NEUROD4 NF2 NIBAN1 NMBR NMUR1 OPA3 ORC5 OTUD4 PAPLN-AS1 PAPOLA PAPOLA-DT PBRM1 PBX3 PBX3-DT PDE4C PDE8A PDP1 PFN1 PGBD2 PGF PGRMC2 PHF6 PHLDA2 PI4KA PLEKHF2 PLEKHG4 PLLP PNPLA3 PNPLA7 POLR1G POMGNT2 POU3F2 PPM1E PPP1R13L PPP1R2 PPP1R21 PPP1R21-DT PRKAR2A PRKAR2A-AS1 PRKD3 PRKD3-DT PRMT9 PRRT2 PSMD14 PSMD14-DT PSTPIP2 PTGDS PTPN21 PUS7L R3HDM2 R3HDM2-DT RAB33B RABGAP1 RANBP2 RB1-DT RBM7 RCAN1 RCL1 RELN RGS12 RHBDD1 RHPN2 RNA5SP60 RNASEH2A RNF130 RNF169 RPL14 RPL9 RPS9 RPUSD1 RRBP1 RTBDN RTF2 RTN4RL2 RTRAF SEPSECS SEPSECS-AS1 SEPTIN7 SGPP1 SIGIRR SLBP SLC12A2 SLC12A2-DT SLC25A29 SLC35A5 SLC44A1 SLK SMIM2-AS1 SNAP25-AS1 SNAP29 SNHG15 SNX12 SOCS2 SPACA9 SPCS2 SPOP SRRM2 SRRM2-AS1 STK32C STUB1 STUB1-DT STXBP3 SUPT20H SUZ12P1 SYMPK SYNCRIP SYNM TACC1 TAMM41 TANGO2 TENT5A TENT5B TES TFEB THOC1 THOC1-DT THRAP3 TMEM161B TMEM161B-DT TMEM168 TMEM250 TOE1 TP53INP1 TPBGL-AS1 TPTEP1 TRAPPC2B TRIM33 TRIM47 TRIM58 TSEN54 TUBB6 TULP4 TXNDC9 TXNL4A UBB UBC UBE2E2 UBE2E2-DT UBE2I UBE2V2 UBE3C UBR7 USP3 USP46 VAPB VIM VPS16 VPS37A VRK3 WDR45B WNT1 WRNIP1 XRRA1 YTHDC1 YTHDC2 ZNF264 ZNF396 ZNF473 ZNF497-AS1 ZNF540 ZNF547 ZNF571 ZNF628 ZNF628-DT ZNF711 ZNRF2 NEUROD2_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NEUROD2_TARGET_GENES AGPAT3 ETS2-AS1 LINC02564 NSD1 PCGF3 PPFIA1 STAT6 NEUROG3_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NEUROG3_TARGET_GENES CENPU DELE1 DHRS4-AS1 DUSP12 HEXIM1 HOXA-AS3 IRF2BP2 KATNBL1 MALINC1 MAST4 MIR4512 NOL7 POLK PTPN2 PURA RAB5IF RBM33 RBM33-DT RNVU1-19 RNVU1-22 RPL36 SNAPC5 SUMF2 TMX1 NFE2L1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NFE2L1_TARGET_GENES AAAS ABCB8 ABCC3 ABCC5 ABCC5-AS1 ABCC8 ABCF3 ABHD12 ABHD16B ABHD17B ABL1 ABT1 ACADL ACAP3 ACO2 ACOX1 ACTB ACTG1 ACTMAP ACTR3C ACTR8 ADAMTS1 ADAP2 ADGRF3 ADGRG1 ADM ADM-DT ADNP2 ADRM1 AFG3L2 AFP AGA AGPAT4 AHCY AHCYL1 AHI1 AHI1-DT AHSA1 AIDA AIFM2 AIMP1 AK5 AK6 AKAP8 AKNAD1 AKR1B1 AKR1C3 AKR1D1 AKT1S1 ALDH3A2 ALDH3B1 ALDOA ALG1 ALG2 ALG3 ALG5 ALKBH1 ALKBH5 ALS2 ALYREF AMBP AMIGO2 AMPD3 ANAPC11 ANAPC16 ANAPC2 ANAPC7 ANGEL2 ANK1 ANKHD1 ANKHD1-DT ANKHD1-EIF4EBP3 ANKIB1 ANKRD1 ANKRD13C ANKRD13D ANKRD17 ANKRD18A ANKRD28 ANKRD42 ANKRD42-DT ANKRD54 ANP32E ANTXR2 ANXA6 AP1G1 AP2A2 AP2B1 AP3S1 AP4B1 AP4E1 APBB2 API5 APOC1 APOLD1 APPL2 AQP3 ARAP1 ARF4 ARF4-AS1 ARFGAP2 ARHGAP19 ARHGAP19-SLIT1 ARHGAP25 ARHGAP32 ARHGEF37 ARID1A ARID1B ARID4B ARIH1 ARL1 ARL13B ARL4A ARL6IP6 ARMC5 ARPC5L ARPP19 ARRDC1 ASB3 ASB6 ASB8 ASB9 ASCC1 ASCC2 ASH1L ASH2L ASPSCR1 ASXL1 ATAD2 ATAD5 ATF1 ATF3 ATF4 ATF6-DT ATF7IP2 ATG12 ATG13 ATG16L2 ATG4A ATG4C ATL3 ATP13A1 ATP1B1 ATP5F1B ATP5MC1 ATP5MC2 ATP5PF ATP6AP1L ATP6V0A1 ATR ATRAID AUNIP AURKA AVPR2 B2M B3GALNT2 B3GAT3 BABAM1 BACH1 BACH2 BAG4 BAG6 BANP BBS1 BCAN-AS2 BCKDHA BCLAF1 BCYRN1 BECN1 BFSP1 BHLHE40 BHLHE40-AS1 BICD2 BIN1 BLCAP BLM BLMH BMERB1 BMPR1A BNC2 BNC2-AS1 BNIP1 BOD1L1 BOLA1 BRAT1 BRD2 BRF2 BRIX1 BROX BTBD19 BTF3 BTF3-DT BTG2 BTG2-DT BTN3A2 BTNL12P BUD31 C11orf54 C11orf98 C14orf93 C17orf100 C17orf75 C19orf48P C19orf53 C1GALT1 C1S C1orf112 C1orf174 C1orf198 C1orf216 C22orf39 C2CD3 C2orf49 C2orf68 C3orf52 C6orf226 C6orf52 C6orf62 C9orf85 CAAP1 CACTIN CACYBP CAND1 CANX CAP1 CAPN2 CAPRIN1 CARD8-AS1 CARS1 CASC3 CASP6 CASP8 CASTOR3P CBFB CBR1 CBR4 CBR4-DT CBX3P2 CBX5 CCDC102B CCDC103 CCDC124 CCDC127 CCDC159 CCDC171 CCDC18 CCDC18-AS1 CCDC25 CCDC43 CCDC47 CCDC59 CCDC66 CCDC82 CCDC88B CCDC90B-AS1 CCDC9B CCL2 CCN1 CCNB1IP1 CCND3 CCNI CCNL1 CCPG1 CCT5 CCT6A CCT8 CD109 CD151 CD58 CD59 CD63 CDC23 CDC42EP2 CDC45 CDC7 CDCA3 CDK11A CDK5RAP2 CDK7 CDKN2A CDKN2AIPNL CDKN2B-AS1 CELF6 CELSR1 CENPO CEP112 CEP170 CEP20 CEP57L1 CEP76 CFLAR CHAC1 CHCHD2 CHCHD3 CHCHD4 CHEK1 CHMP3 CHMP4C CHP1 CHROMR CIAO3 CIRBP CIRBP-AS1 CKMT2-AS1 CKS1B CLASRP CLCF1 CLCN3 CLEC2D CLHC1 CLIP1 CLIP4 CLK1 CLN3 CLN8 CLPTM1 CLPX CLTC CLU CNBP CNIH4 CNN3 CNPPD1 CNPY4 CNTRL COA4 COASY COG4 COL7A1 COMMD6 COPB2 COPB2-DT COPS4 COPZ1 COQ10BP2 COQ5 COQ8A COQ8B COQ9 CORO7 COX14 COX20 COX7A2L COX7C CPEB3 CPEB4 CPNE4 CPSF2 CRAT CREB3L2 CREBZF CROCCP2 CRPPA CRTC3 CRTC3-AS1 CRY1 CRY2 CRYGN CSE1L-DT CSF1 CSKMT CSNK1A1 CSNK1D CSTF1 CTC-338M12.4 CTDSPL2 CTSA CUX1 CWC22 CWC25 CWC27 CYB561A3 CYB561D2 CYB5D1 CYB5RL CYC1 CYP2R1 CYP4F11 CYTH1 CYYR1-AS1 DAD1 DAG1 DALRD3 DAP3 DAZAP2 DBF4B DCAF12 DCAF6 DCAF8 DCAF8-DT DCAKD DCLRE1B DCTN4 DCUN1D3 DDB2 DDX20 DDX23 DDX3ILA1 DDX42 DDX6 DENND3 DENND3-AS1 DENND4A DENND5B DENR DERL2 DESI1 DET1 DGAT1 DGCR6L DGKA DGUOK DHPS DHRS4-AS1 DHX29 DHX30 DHX8 DIP2A DLGAP1-AS1 DLGAP1-AS2 DMGDH DMRTA2 DNAI1 DNAJA1 DNAJB12 DNAJB4 DNAJB9 DNAJC27 DNM1 DOCK8-AS2 DOHH DOLK DOLPP1 DONSON DPP3 DPP3-DT DPY30 DR1 DUSP10 DUSP21 DYNC1LI1 DYNLRB2 DYNLT2B DYRK4 DZANK1 EBF1 ECE2 ECH1 ECI2 EDC3 EEF1A1 EEF1AKMT3 EEF1G EEIG1 EFCAB2 EFL1P1 EFTUD2 EGF EGLN3 EHD1 EHMT1 EIF1 EIF1B EIF1B-AS1 EIF1P2 EIF2A EIF2AK3 EIF2AK3-DT EIF2B1 EIF2B2 EIF2S3 EIF3D EIF3J EIF3J-DT EIF3L EIF3M EIF4A2 EIF5-DT EIF6 EIPR1 ELOB EMC3 EMC3-AS1 EMC4 ENAH ENAM ENDOV ENO1 ENOX2 ENSG00000187185 ENSG00000203987 ENSG00000227101 ENSG00000227496 ENSG00000230387 ENSG00000233223 ENSG00000233461 ENSG00000266401 ENSG00000267882 ENSG00000268460 EPC1 EPC1-AS1 EPDR1 EPM2AIP1 ERC1 ERCC1 ERCC8 ERH ERI2 ERLEC1 ERP44 EWSR1 EXD1 EXO5 EXO5-DT EXOC8 EXOSC1 EXOSC10-AS1 EXOSC2 EXOSC5 EXOSC8 FAHD1 FAM133B FAM13B FAM13B-AS1 FAM168A FAM174B FAM187A FAM200B FAM201A FAM204A FAM219A FAN1 FARS2 FARSB FASTKD3 FAU FBXL13 FBXL19 FBXL6 FBXO28 FBXO33 FBXO36 FBXW7 FDFT1 FECH FGD6 FHAD1 FIGNL1 FIZ1 FKBP14-AS1 FKTN FKTN-AS1 FLG-AS1 FLVCR1 FMN1 FNBP4 FNDC3A FOS FOXN2 FRAS1 FRG1CP FRG1HP FRMD4B FTSJ3 FTX G3BP1 GABARAPL1 GABPA GABPB1-AS1 GADD45B GALK2 GANAB GANC GAPDH GAPDH-DT GART GAS8 GBE1 GCC2 GCLM GDPD5 GEMIN8P4 GEN1 GFI1B GFM1 GFPT2 GFUS GGNBP2 GGPS1 GIPC2 GLB1L GLRX GLYR1 GMEB1 GMFB GMPR2 GNAL GNB2 GNG12-AS1 GNG4 GNL1 GNPDA1 GOLGA1 GOLGA2 GOLGA5 GOLM2 GOPC GOSR2 GOSR2-DT GPAM GPATCH4 GPBP1L1 GPI GPNMB GPR146 GPRIN2 GRAMD1B GRK1 GSDMC GSE1 GSN GSTM4 GSTO2 GSTP1 GTF2A1 GTF2F2 GTF2H3 GTF3C2 GTF3C2-AS2 GTF3C4 GUF1 GYG1 H2AZ2 H2AZ2-DT H2BC5 H3-3B H4C8 HACD3 HADHA HADHB HAGH HARBI1 HARS1 HARS2 HCG27 HDAC4 HDAC4-AS1 HDGF HDHD2 HECTD1 HECTD3 HELLS HEPH HERC1 HEXIM1 HEXIM2 HEXIM2-AS1 HEY2 HEY2-AS1 HHLA3 HIRA HM13 HMBS HMGB2 HMGCL HMGN2P34 HMGN2P7 HMGXB3 HNRNPA0 HNRNPA1 HNRNPD HNRNPUL1 HOMER2 HOOK2 HRG-AS1 HRH1 HS2ST1 HSD17B4 HSP90AB1 HSP90B1 HSPA1B HSPA4 HSPA5 HSPA5-DT HSPA8 HSPA9 HSPB6 HSPE1 HSPE1-MOB4 HTATIP2 HTATSF1P2 HTR1D HYAL3 HYCC2 IARS1 ICE1 ID1 ID3 IDH3G IDI1 IFRD1 IFT122 IGF2BP3 IKBKB-DT IKBKG IL1R1 IL6 IL6ST IL6ST-DT ILF3 ILF3-DT INO80 INO80D-AS1 INPP5B INTS13 INVS IP6K2 IPPK IQCG IRAK4 IREB2 ITGB1 ITGB5 ITIH4 ITPR1 ITPR3 ITPRID2 IWS1 JKAMP JMJD6 JPT1 JRKL KANK1 KANSL2 KANSL3 KAZALD1 KBTBD2 KBTBD4 KCTD20 KDM3A KDM4C KDM5C KIAA0930 KIAA1143 KIAA1191 KIAA1217 KIAA1328 KIAA1522 KIDINS220 KIF15 KLF2-DT KLHL20 KLHL21 KLHL7 KLHL7-DT KMT2E KMT2E-AS1 KMT5B KNTC1 KPNA4 KPNA5 KRIT1 KRT17 KRT18 KRT8 L3HYPDH LAMB3 LAMC1 LAMP1 LANCL2 LARP4 LBR LEMD3 LENG8 LENG8-AS1 LGALS8 LIN54 LINC00322 LINC00332 LINC00342 LINC00426 LINC00431 LINC00466 LINC00471 LINC00547 LINC00630 LINC00706 LINC00707 LINC00824 LINC00881 LINC01063 LINC01089 LINC01119 LINC01132 LINC01258 LINC01269 LINC01270 LINC01271 LINC01287 LINC01358 LINC01732 LINC01888 LINC01975 LINC02006 LINC02065 LINC02159 LINC02331 LINC02340 LINC02599 LINC02842 LINC02904 LINC02960 LINC02984 LINC03014 LINP1 LIPT2-AS1 LMNA LNC-LBCS LNCATV LNCTSI LOC100505915 LOC124900291 LOXL1 LOXL1-AS1 LRP1B LRP6 LRRC28 LRRC57 LRRC58 LRRFIP2 LRSAM1 LSG1 LSM1 LSM10 LUC7L3 LUCAT1 LYRM1 LYRM4 LYRM7 LYSMD3 MACO1 MAFG MAGOHB MAILR MALAT1 MAN2C1 MANF MAP2K3 MAP3K3 MAP4 MAPK6 MARCOL MATR3 MBD4 MBNL1 MBTD1 MCCC1 MCL1 MCM2 MCM5 MCMBP MCTS1 MDC1 MDH1 MDH2 MDM4 ME1 MEAF6 MED1 MED17 MED18 MED20 MED24 MED31 MEF2A MEF2AP1 MEF2C MEF2C-AS1 MEPCE METTL1 METTL16 METTL17 METTL18 METTL25 METTL4 MFSD11 MGST3 MICOS10 MICOS10-DT MICOS10-NBL1 MICU2 MIDEAS MINDY2 MIPOL1 MIR200CHG MIR3199-2 MIR3661 MIR3677HG MIR3912 MIR4458HG MIR4482 MIR4638 MIR4710 MIR4727 MIR4754 MIR4766 MIR5091 MIR5188 MIR6781 MIRLET7IHG MIS12 MITD1 MKKS MKLN1 MKRN2 MLEC MLH1 MMAB MMADHC MMUT MNT MORF4L1 MPC2 MPDU1 MPZ MRFAP1 MRPL17 MRPL18 MRPL30 MRPL37 MRPL39 MRPL40 MRPL42 MRPL45P2 MRPL47 MRPL57 MRPS14 MRPS17 MRPS18B MRPS22 MSANTD3 MSL2 MSRB1 MST1P2 MSTO2P MT2A MTAP MTF2 MTLN MTMR2 MTMR4 MTND5P23 MTPAP MTREX MTRR MUC20-OT1 MVK MXD1 MYG1-AS1 MYH9 MYL12B MYNN MYO15B MYO19 MYO5C MYOSLID MYSM1 NAA38 NAA80 NACA NADK NADK2 NAGLU NAGPA NANOS3 NANP NAPRT NARF NARF-AS2 NAXE NCKIPSD NCL NCLN NCOR1 NCOR2 NDC1 NDC80 NDUFA4 NDUFA6 NDUFA6-DT NDUFAF2 NDUFAF3 NDUFAF4 NDUFB1 NDUFB3 NDUFB5 NDUFC1 NDUFS3 NEAT1 NEDD8 NEDD8-MDP1 NEK10 NEK4 NELFA NEU4 NEURL2 NFE2L1 NFE2L2 NFE2L3 NFE4 NGRN NHERF2 NHLRC2 NHSL1-AS1 NIBAN2 NICN1 NKIRAS1 NKIRAS2 NLRP1 NME6 NMRAL2P NMT1 NOA1 NOL7 NOP53 NORAD NPLOC4 NPM1 NPRL2 NQO1 NQO1-DT NQO2 NR2C2AP NR3C1 NR4A1 NR4A3 NR6A1 NRDC NRG4 NSL1 NSRP1 NSUN4 NTMT1 NTPCR NTRAS NUDC NUDT17 NUDT9 NUFIP2 NUMBL NUP107 NUP107-DT NUP188 NUP54 NUP85 NUSAP1 NUTM1 NVL NXPE3 ODR4 OIP5 OLMALINC OPLAH OR4K17 OR8B9P ORC2 OSBPL10 OSBPL9 OSMR OXA1L OXA1L-DT OXCT1 P4HB P4HTM PAAF1 PABPN1 PADI4 PAFAH1B1 PAIP2 PAK1IP1 PAQR5 PARN PARP2 PATL2 PBLD PCAT14 PCBP1 PCBP1-AS1 PCCB PCF11 PCGF1 PCGF5 PCIF1 PDAP1 PDCD6 PDCD6-DT PDCD6IP PDCL PDE8A PDK4-AS1 PDXDC1 PEF1 PEF1-AS1 PER1 PES1 PEX13 PFDN4 PGD PHF12 PHF5A PHPT1 PHTF1 PI4KB PIERCE2 PIGN PIGT PIGU PIK3R4 PIN4 PIP5KL1 PIPOX PIR PISD PITPNB PJA2 PLA2G6 PLA2R1 PLCD4 PLCXD2 PLD3 PLD6 PLEC PLEKHG1 PLEKHM1 PLEKHM3 PLK3 PMEL PMP22 PNISR PNKD POC5 POLD3 POLR1G POLR2A POLR2B POLR3B POLR3F PPCDC PPCS PPIP5K2 PPM1D PPME1 PPP1R13L PPP1R15B PPP1R18 PPP1R2 PPP1R8 PPP2CA PPP2R2A PPP2R3C PPP4R1L PPP4R3A PPP4R3B PPP4R3B-DT PPP6C PPP6R1 PPRC1 PPT1 PQBP1 PRDM10 PRDX5 PRELID1 PRKCI PRMT5 PRORP PROS1 PROSER3 PRPF38B PRPF40A PRR3 PRR5 PRRC2C PRSS23 PSAT1 PSIP1 PSMA1 PSMA4 PSMA5 PSMA7 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMC3 PSMC5 PSMC6 PSMD10 PSMD11 PSMD12 PSMD14 PSMD14-DT PSMD2 PSMD3 PSMD8 PSMD9 PSME3 PSMG2 PSPH PTGES3 PTK2 PTMA PTP4A2 PTPA PTPDC1 PTPN22 PTRHD1 PUM1 PURB PUS10 PUS7L PVT1 PXMP4 PYM1 QARS1 QPCTL QRSL1 RAB24 RAB2B RAB30 RAB3GAP1 RAB5B RABEPK RABGGTB RACK1 RAD1 RAD17 RAD23A RAD23B RAD52 RAD9B RALGDS RAMAC RAPGEF3 RAPGEF6 RARS1 RAVER1 RB1 RBAKDN RBBP5 RBFA RBM12B-DT RBM14 RBM14-RBM4 RBM15 RBM19 RBM25 RBM27 RBM28 RBM3 RBM4 RBM4B RBM8A RBX1 RECQL5 RELCH REPS1 RETREG1 RETREG2 RETREG3 REXO1 RFFL RFX3 RFX3-DT RGS20 RHBDD2 RHBDD3 RHCE RHEB RHEBL1 RHOA RHOF RIC8B RIMOC1 RIN1 RLF RMC1 RMDN1 RN7SKP114 RN7SL1 RN7SL198P RN7SL371P RNA5SP122 RNA5SP222 RNA5SP283 RNA5SP473 RNASEH2C RNF13 RNF145 RNF167 RNF19A RNF212 RNF213-AS1 RNPC3 RNPC3-DT RNPS1 RNU1-62P RNU6-1 RNU6-1276P RNU6-304P RNU6-313P RNU6-370P RNU6-416P RNU6-430P RNU6-535P RNU6-7 RNU6-8 RNU6-92P RNU6-951P RNU7-27P RORA-AS1 RPA2 RPAP3 RPL12 RPL12P38 RPL21 RPL21P21 RPL22L1 RPL27A RPL30 RPL34 RPL34-DT RPL35A RPL37A RPL37A-DT RPL5 RPL5P24 RPL6 RPL7L1 RPN1 RPPH1 RPRD2 RPRM RPS11 RPS12 RPS13 RPS15A RPS18 RPS19BP1 RPS23 RPS24 RPS27A RPS3 RPS5 RPS6 RPS8 RPS9 RPSAP28 RPSAP65 RPTOR RRN3 RRN3P1 RSRC1 RSRC2 RSRP1 RTCA RTCA-AS1 RTEL1 RTEL1-TNFRSF6B RTN4IP1 RUNX1 RXRB S100A13 S100A2 S100Z SAMD4B SAMD9 SAP30 SAP30-DT SAP30BP SAR1A SARAF SART3 SAV1 SBNO1 SBNO2 SCAPER SCD SCYL3 SDAD1 SDHA SEC11A SEC11C SEC23IP SEC24A SEC24C SEC31A SEC61B SEL1L3 SELENOF SELENOI SEM1 SEPTIN7 SEPTIN7-DT SEPTIN9 SERBP1 SERP1 SERPINB5 SERPINB9P1 SESN1 SETD1A SETD4 SETD7 SETDB2 SF3B3 SFT2D3 SH2B1 SH3BGRL3 SH3BP5 SH3GLB1 SH3TC1 SHC1 SHC4 SHLD3 SHMT2 SHOC2 SIL1 SKA3 SKAP2 SKP1 SLC12A8 SLC16A1 SLC16A1-AS1 SLC16A13 SLC1A1 SLC1A5 SLC22A4 SLC25A11 SLC25A21 SLC25A28 SLC25A28-DT SLC25A36 SLC25A37 SLC25A45 SLC26A1 SLC2A2 SLC30A5 SLC30A6-DT SLC35D1 SLC35E1 SLC36A4 SLC38A4-AS1 SLC39A13 SLC39A7 SLC39A9 SLC41A2 SLC48A1 SLC49A3 SLC52A2 SLC5A6 SLC6A6 SLC7A11 SLC7A5P2 SLC9A1 SLCO2B1 SLF1 SLIRP SLTM SLX4 SLX4IP SMARCA2 SMARCAD1 SMARCAD1-DT SMARCAL1 SMARCAL1-AS1 SMARCD1 SMARCD3 SMARCE1 SMC3 SMC4 SMC6 SMCHD1 SMCR8 SMG1P3 SMG7 SMG7-AS1 SMIM13 SMIM20 SMIM27 SMIM7 SMYD3 SNAP25-AS1 SNCG SNHG29 SNHG30 SNHG5 SNORA33 SNORA57 SNORD100 SNORD101 SNORD15A SNORD45C SNORD55 SNORD59A SNORD95 SNRNP35 SNRPA SNRPA1 SNRPA1-DT SNRPD1 SNRPD2 SNRPE SNRPG SNX1 SNX13 SNX9 SON SOX6 SPAAR SPAG16 SPAG16-DT SPAG7 SPART SPART-AS1 SPCS2 SPG11 SPINK13 SPP1 SPRED1 SPRTN SPTA1 SPTAN1 SPTY2D1 SQSTM1 SRCAP SRD5A3 SREK1 SREK1IP1 SRP14 SRP14-DT SRP19 SRP68 SRPRB SRRM2 SRSF1 SRSF10 SRSF11 SRSF2 SS18L1 SSNA1 SSR1 SSR1P2 SSR4 SSX1 ST13 ST3GAL1 ST3GAL1-DT ST7L STAG2 STAM STAM-DT STAM2 STARD10 STAT1 STC2 STK16 STK40 STMN3 STRIP1 STXBP1 STYXL1 SUCLG1 SUGT1P1 SULT1A1 SULT1A2 SUPT20H SUPV3L1 SVBP SVIL SYS1 SYS1-DBNDD2 SZRD1 TACC2 TAF1D TAF6 TAF8 TAF9 TAFA2 TAGLN2 TALDO1 TANK TANK-AS1 TARS1 TASOR2 TATDN3 TAX1BP1 TAX1BP1-AS1 TBC1D14 TBC1D16 TBC1D17 TBC1D19 TBC1D2 TBC1D22B TBC1D9 TBCK TBK1 TBL1X TBRG4 TCAIM TCEA2 TCEANC2 TCF7L2 TCP1 TCTA TDP2 TEAD4 TEDC2-AS1 TENT4A TET2 TEX19 TFCP2 TFE3 TGFBI TGOLN2 TGS1 THAP1 THAP5 THAP9 THAP9-AS1 THRAP3 TIA1 TIMM17A TIMM17B TINAGL1 TINF2 TKT TM2D3 TM4SF19 TM4SF19-AS1 TM4SF19-DYNLT2B TM9SF1 TM9SF4 TMBIM6 TMCO1 TMED5 TMEM11 TMEM11-DT TMEM116 TMEM128 TMEM138 TMEM167A TMEM170A TMEM179B TMEM18 TMEM18-DT TMEM183A TMEM198B TMEM202-AS1 TMEM217 TMEM242-DT TMEM260 TMEM37 TMEM42 TMEM44-AS1 TMEM59 TMEM68 TMEM69 TMEM87A TMOD3 TMPO TNFAIP1 TNFSF9 TNIP1 TNPO3 TNRC6A TNXB TOM1 TOMM40 TOP3A TOPORS TOR1A TOR1B TOR2A TOR4A TOX4 TPD52 TPGS1 TPI1P2 TPM4 TPR TPRA1 TPRXL TPSG1 TRA2A TRAPPC13 TRAPPC3 TRAPPC8 TREX1 TRIM16 TRIM16L TRIM23 TRIM25 TRIM4 TRIM41 TRIM52 TRIP12 TRMO TRMT112 TRMT12 TRMT44 TROAP TRPC4AP TRUB1 TSC1 TSC22D1 TSEN15 TSFM TSNAX TSNAX-DISC1 TTBK2 TTC17 TTC41P TTC8 TUBA4A TUBB TUBG1 TUBGCP3 TUSC1 TUSC3 TXN TXNDC11 TXNL4A TXNRD1 TYRP1 U2SURP UACA UAP1 UAP1-DT UBAP2 UBB UBC UBE2I UBE2R2 UBE2Z UBE3D UBE4B UBIAD1 UBN1 UFC1 UFD1 UFL1-AS1 UGGT1 UHMK1 UNC45A UNKL UPF2 UPF3A UPP1 UROD USE1 USF1 USP10 USP14 USP15 USP33 USP34 USP39 USP40 USP5 USP54 UST-AS2 UTP11 UTP18 VCP VDAC2 VEZF1 VEZT VGLL4 VIPAS39 VMP1 VPS25 VPS26C VPS29 VPS35L VPS45 VPS4B VPS50 VPS52 VTI1B VTRNA1-1 VTRNA1-2 WAC WAC-AS1 WARS2 WARS2-AS1 WASHC4 WBP1 WDPCP WDR13 WDR19 WDR37 WDR41 WDR5B WDR5B-DT WDR74 WDR76 WDSUB1 WHSC1L2P WIPF1 WTAP WWTR1 XPC-AS1 XPNPEP3 XRCC5 XRCC6 XRN1 XRRA1 YJU2 YKT6 YOD1 YTHDC2 YWHAE YWHAG YY1AP1 ZBED5 ZBTB20 ZBTB21 ZBTB26 ZBTB38 ZBTB4 ZBTB45 ZC2HC1C ZCCHC17 ZCCHC9 ZCRB1 ZCWPW1 ZDHHC13 ZDHHC16 ZDHHC18 ZEB1 ZFAND3 ZFAND3-DT ZFAND5 ZFPM2-AS1 ZMPSTE24 ZMYM5 ZMYND12 ZNF100 ZNF107 ZNF138 ZNF140 ZNF148 ZNF16 ZNF180 ZNF197 ZNF197-AS1 ZNF2 ZNF200 ZNF207 ZNF213 ZNF213-AS1 ZNF224 ZNF226 ZNF227 ZNF230-DT ZNF251 ZNF26 ZNF260 ZNF263 ZNF274 ZNF3 ZNF302 ZNF32-AS3 ZNF320 ZNF326 ZNF331 ZNF337-AS1 ZNF346 ZNF383 ZNF420 ZNF426 ZNF426-DT ZNF432 ZNF446 ZNF451-AS1 ZNF473CR ZNF497-AS1 ZNF503-AS2 ZNF514 ZNF518A ZNF524 ZNF530 ZNF546 ZNF566 ZNF574 ZNF585B ZNF592 ZNF594-DT ZNF619 ZNF621 ZNF623 ZNF669 ZNF678 ZNF764 ZNF770 ZNF780B ZNF814 ZNRF3-AS1 ZRANB2 ZRANB2-DT ZRSR2 ZSCAN22 ZSCAN26 ZSCAN31 NFE2L3_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NFE2L3_TARGET_GENES CA5BP1 CDCA4 CHL1-AS1 COL6A2 EEF1AKMT3 ETS2-AS1 HNF1A HOXA-AS3 MARVELD3 MDFI MIR4514 MTCYBP35 PRKAR1A RPL6P19 SPSB1 TEP1 TIGD6 TRPC7 NFKBIA_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NFKBIA_TARGET_GENES AATK ABCA2 ABCA7 ABCC11 ABCC5 ABCC8 ABHD17A ABHD17AP6 ABLIM2 ABR ABTB3 ACOX2 ACOX3 ACP7 ACSF3 ACSL6 ACSL6-AS1 ACTBP8 ACTG1P16 ACY3 ACYP2 ADA2 ADAD1 ADAM12 ADAMTS12 ADAMTS18 ADCY3 ADCY5 ADCY7 ADCY8 ADGRA1-AS1 ADGRD1-AS1 ADGRG1 ADH5 ADORA2A-AS1 ADSS1 AEN AGAP1 AGPAT3 AGPAT4 AHNAK2 AIM2 AKIRIN2 AKT1S1 ALDH1A3 ALDH1L1 ALG9 ALMS1 ALOX5 ALPL AMPD2 AMPD3 AMPH ANK1 ANKH ANKHD1-DT ANKRD20A19P ANKRD26P4 ANKRD30BL ANKRD33BP5 ANKRD6 ANKS1A ANO10 ANO7L1 ANTKMT AOC1 AOC4P AOPEP AP2A2 AP5S1 APP AQP5 AQP5-AS1 ARAP1 ARAP1-AS1 ARF4P1 ARHGAP22 ARHGAP23 ARHGAP27 ARHGAP40 ARHGAP42 ARHGAP44 ARHGEF1 ARHGEF11 ARHGEF12 ARHGEF2 ARHGEF39 ARL2 ARL5AP4 ARMC5 ARPIN-AP3S2 ARRB1 ASCC1 ASPSCR1 ASTN2 ASTN2-AS1 ATAD3C ATG13 ATG9B ATM ATOSB ATP11B-DT ATP1A2 ATP2C2 ATP4A ATP5MFP1 ATP6V0A4 ATP6V1B1 ATXN2L AUP1 B4GALNT1 B4GALNT3 B4GALNT4 B4GALT7 BACE1 BANP BCAN BCAS3 BCL3 BCL7B BCR BDKRB1 BEAN1 BEAN1-AS1 BEGAIN BEST4 BICD1P1 BIVM BLCAP BMAL1 BMF BNIP3P1 BORCS8 BPI BRF1 BRPF3 BSN BSN-AS1 BTBD2 C10orf95-AS1 C11orf21 C11orf98P3 C16orf54 C17orf80 C17orf99 C1QC C1orf167 C20orf204 C2orf69P2 C5orf63 C9orf78 CABIN1 CABP1 CACFD1 CACNA1A CACTIN CADM2 CADM4 CALCOCO2 CALN1 CAMK2B CAMK2G CAMKK2 CAMSAP1 CAPN1 CAPN14 CAPN5 CAPN9 CARD9 CARM1 CARMIL2P1 CARTPT CASP16P CATSPER2 CBX7 CCAR2 CCDC39-AS1 CCDC57 CCDC81 CCER2 CCL15 CCL26 CCNYL2 CD164 CD247 CD33 CD82 CDC20 CDC20-DT CDC42BPG CDH16 CDIP1 CDKN1A CEACAM21 CEACAM5 CEACAM7 CECR2 CEP170B CEP250 CEP72 CES3 CHCHD2P5 CHD3 CHEK2P2 CHFR CHKA CHL1 CHODL CHORDC1P1 CHRNA2 CHRNG CIDEC CINP CIRBP CIZ1 CLCN7 CLCNKB CLN8 CLN8-AS1 CLPS CLPSL1 CLPTM1 CLSTN3 CLTA CNDP1 CNDP2 CNN2P9 CNN3P1 CNNM3 COG3 COL19A1 COL20A1 COPG1 CORO1B CPA1 CPNE2 CPSF4L CRACD CRB3P1 CRHBP CRISPLD2 CRMP1 CROCC CROCCP2 CROCCP3 CSAD CSDC2 CSGALNACT1 CSK CSMD1 CSNK1G2 CTBP1 CTBP2P4 CTC1 CTNNB1 CTSB CTSL3P CTU2 CUL9 CXCL2 CXXC1 CXXC5 CYMP-AS1 CYP24A1 CYP2D6 CYP2F1 CYP4F11 CYP4F12 CYP4F2 CYP4F22 CYTL1 D2HGDH DAAM2-AS1 DAO DAP3 DAZAP1 DBN1 DBNDD1 DCAF8 DCK DDC DDR1 DDX27 DDX51 DEF8 DEFA7P DEGS2 DENND1C DENND5A DEPDC5 DGKG DHRS1 DHRS11 DIRAS1 DLD DLEC1 DLEU7 DLG5 DLGAP2 DMAP1 DMGDH DNAAF5 DNAH17 DNAH9 DNAI3 DNAJC4 DNALI1 DNM1 DOC2GP DOK3 DOK7 DPEP1 DPP9 DPY19L2P3 DPY19L2P4 DSCC1 DSE DUSP22 DUX4L45 DYNC1H1 DYNC2I1 E2F3P2 EBF2 EBF4 ECH1 ECHDC2 EEF1A1P7 EEF2KMT EFCAB2 EFEMP2 EFR3A EIF2AP4 EIF3B EIF4A2P1 EIF4G2 ELAC2 ELAVL3 ELF3 ELMOD3 ELOBP4 EMC1 EMC10 EML6 ENAH ENGASE ENO3 ENOSF1 ENSG00000182376 ENSG00000188897 ENSG00000204684 ENSG00000215869 ENSG00000224865 ENSG00000225032 ENSG00000228141 ENSG00000230021 ENSG00000230725 ENSG00000231918 ENSG00000246090 ENSG00000246308 ENTPD2 ENTPD6 ENTR1P1 ENY2 EPB42 EPHA10 EPHB3 EPHX1 EPPK1 EPS8L3 ERBB2 ERGIC3 ERICH1 ESPL1 ESRRB ESYT1 EVI5L EXOC7 EXTL1 EXTL2 EYA2 F10-AS1 FADS6 FAIM2 FAM104A FAM107B FAM118A FAM178B FAM217B FAM3B FAM53B FAM99B FANCD2OS FARP1 FAT3 FBLIM1 FBLN2 FBN3 FBXL18 FBXO15 FBXO17 FBXO24 FBXW4 FES FFAR4 FGFR1 FIBCD1 FJX1 FLJ16779 FLNA FLNB FLNB-AS1 FLOT2 FLVCR2 FLYWCH1 FOXG1-AS1 FOXN3 FOXP2 FRG1GP FRG2KP FRS2 FRS3 FTH1P1 FTH1P22 FTH1P6 FTMT GABBR2 GAD1 GAK GAL3ST1 GALNS GALNT10 GALNT6 GALNT7 GALNT9 GAPDHP58 GAS2L1P2 GCDH GCK GCN1 GCNT2 GDNF GFI1 GGA3 GGCTP1 GHRHR GID4 GIT1 GLCCI1 GLI2 GLIPR2 GLIS3 GLP2R GLYATL1 GMDS-DT GNAL GNAS GNAS-AS1 GNMT GON4L GOT2P2 GPER1 GPR108 GPR132 GPR139 GPR162 GPR78 GPRC5A GPSM1 GRASLND GREP1 GRK1 GRM1 GRM6 GSDMB GSG1L2 GTF2IRD1 GTF3C2 GTF3C2-AS1 GTPBP1 GYG1P2 H2AC13 H3-4 HCG22 HCG9P5 HDAC5 HDAC7 HDGFL1 HECTD3 HERC2 HFM1 HIKESHI HIP1R HIRIP3 HLA-B HMCN2 HMGA1P5 HMGN1P32 HNRNPH3 HNRNPM HOXB3 HPCAL1 HPS1 HPSE2 HRAS HS3ST4 HSF4 HSPB8 HSPG2 HTR5BP HYAL2 ID2-AS1 IFRD2 IFT46 IGFL2 IGHD1-1 IGHD4-23 IGHJ3P IGHJ5 IGHJ6 IGLVIVOR22-1 IGSF22 IGSF22-AS1 IGSF9B IL12B IL5 ILRUNP1 IPO4 IQCE IQSEC3P1 ITGA7 ITGB4 ITGB5-AS1 ITM2C ITPA JAKMIP1 JDP2 JDP2-AS1 JPH3 JUP KALRN KARS1P2 KAT5 KCNAB2 KCNC1 KCNH6 KCNIP3 KCNIP4 KCNJ9 KCNQ3 KCP KCTD10 KCTD6 KEAP1 KHNYN KIF18B KIF19 KIF1A KIR3DL3 KIRREL3 KIRREL3-AS3 KISS1 KLHDC4 KLHDC8B KLHL17 KLHL7 KLHL7-DT KLK2 KMT2E KMT2E-AS1 KRBA1 KRT125P KRT17P3 KRT18 KRT18P61 KRT4 KRT5 KRT73-AS1 KRT79 KRT8 KRTAP12-5P KSR1 LAGE3P1 LAMB2P1 LAMC2 LARP1 LCE1D LCE3A LCN9 LCNL1 LDLRAD4 LEFTY1 LEFTY3P LEKR1 LENEP LENG8 LETM1 LHFPL2 LHX3 LIG3 LILRB2 LIMD1 LIN37 LINC-PINT LINC00454 LINC00472 LINC00567 LINC00841 LINC00904 LINC01004 LINC01088 LINC01104 LINC01165 LINC01266 LINC01273 LINC01548 LINC01565 LINC01579 LINC01606 LINC01725 LINC01764 LINC01815 LINC01837 LINC01838 LINC01961 LINC02176 LINC02308 LINC02357 LINC02420 LINC02532 LINC02564 LINC02583 LINC02609 LINC02611 LINC02641 LINC02644 LINC02664 LINC02682 LINC02766 LINC02806 LINC02848 LINC02882 LINC02980 LINC03021 LINC03028 LIPE LIPT2 LMF1 LMNB2 LOC102724323 LOXL2 LRCH3 LRG1 LRIG1 LRP1 LRRC1 LRRC32 LRRK1 LRWD1 LY6G5C MAB21L4 MAD1L1 MAGEL2 MAGOH MAGOH-DT MAN1A2 MAN2A2 MAN2C1 MAP1S MAP3K11 MAPK10 MAPK12 MAPK4 MAPK8 MATR3 MBD1 MBD3L1 MBP MBTPS1 MCAM MCF2L MCHR2-AS1 MCRIP1 MDGA1 ME2P1 MED15 MEG8 MEG9 MEGF11 MEIS1 MESTP1 MFHAS1 MFSD11 MFSD12 MFSD12-AS1 MGAT4B MGAT4C MGRN1 MGST3 MICALL1 MICU2 MIR100HG MIR1226 MIR135A1 MIR3137 MIR33A MIR34AHG MIR4291 MIR4300HG MIR4436A MIR4665 MIR4695 MIR496 MIR589 MIR6072 MIR623 MIR6783 MIR6798 MIR6807 MIR6879 MIR6891 MIR7843 MIR9-1HG MISP MKRN3 MLC1 MLYCD MMACHC MMP2 MN1 MOB2 MOG MPP3 MPPE1 MRO MROH1 MROH7 MRPS6P2 MSN MSRB3 MST1P2 MT1G MTA1 MTDHP2 MTHFSD MTND1P26 MTND2P28 MTND4P12 MUC17 MUC20 MUS81 MVP MYH11 MYL5 MYMK MYO15A MYO15B MYO1F MYO1H MYO7B MYO9B MYOM2 NAGS NAPRT NAT16 NBEAP4 NBPF1 NCAM1-AS1 NCKAP5 NCOR2 NDRG4 NDUFS7 NDUFV2P1 NEB NEK2 NEK2-DT NEK8 NELFCD NEU4 NEURL4 NFATC1 NFE2L1 NFIB NFKBIA NHERF1 NIFKP1 NIPAL3 NISCH NKAIN1 NKAIN4 NLRX1 NME9 NOL4L-DT NOTCH1 NOTCH4 NOVA2 NPAT NPC1L1 NPEPL1 NPHP4 NPL NPM2 NPRL3 NR2F1-AS1 NR4A1 NR5A1 NRAS NRBF2P2 NRXN1 NRXN3 NSD1 NT5DC2 NTRK3 NUDT19P4 NUDT22 NUDT9P1 NXF1 NXN NXPH3 NYAP1 OAS3 OBSCN OFD1 OGFOD3 OLFM2 OR3B1P OR4D2 OR7E94P OSBP2 OSBPL5 P3H4 P4HA1 P4HTM PA2G4P5 PACS2 PAEPP1 PAK1 PANX3 PAQR6 PARP10 PARVA PARVG PASK PBK PC PCBP3 PCBP4 PCDHGA8 PCED1CP PCIF1 PCNAP3 PCNPP2 PCNT PCNX1 PDCD5P1 PDCD5P2 PDE1B PDE6B-AS1 PDE7B-AS1 PDGFRB PDIA3P2 PDK4 PDK4-AS1 PDLIM4 PDYN PEPD PES1 PFKFB2 PFKP PFN1 PGAP6 PGD PGK1 PGLYRP2 PGR-AS1 PHF24 PHF2P2 PHF8 PHLDB1 PHLDB3 PI16 PICK1 PIDD1 PIEZO1 PIGG PIK3R1 PIK3R2 PIK3R5 PIK3R6 PILRB PINK1 PIP5K1C PIP5KL1 PITPNM1 PKM PKP4 PLA2G10CP PLA2G4B PLA2G6 PLAAT3 PLAAT5 PLD3 PLEC PLEKHG3 PLK2 PLK5 PLPP3 PLPP4 PLPPR3 PLXNB3-AS1 PLXND1 PNKP PNPLA7 PODN POLD3 POLE POLG POLK POLR3A POLR3E POR PPFIA4 PPIL6 PPM1H PPM1L PPM1L-DT PPP1R13B PPP1R14D PPP1R16A PPP1R16B PPP1R27 PPP1R2P5 PPP1R32 PPP1R37 PPP1R3B PPP1R9A PPP2R1A PPP2R2DP1 PPP2R3B PPP2R5C PPP5C PRCD PRDM13 PRELID1P5 PRKAR1B-AS2 PRKCB PRKCD PRKCG PRKCH PRKCZ PRKCZ-AS1 PRLHR PRMT3 PRORSD1P PRR14 PRR5 PRR5L PRRT1 PRSS44P PRSS48 PRTN3 PSD PSD4 PSMF1 PSTPIP1 PTGFR PTPN13 PTPN23 PTPRD PTPRF PTPRN2-AS1 PUDPP1 PVRIG2P PWWP3A PYDC1 PYROXD2 PYY RAB11FIP4 RAB11FIP5 RAB26 RAB35 RAB43 RABEP2 RAD50 RALBP1 RANBP3 RAPGEF3 RAPH1 RARRES2P8 RARRES2P9 RASGRP2 RAX RBCK1 RBFOX1 RBFOX3 RBM38-AS1 RBM44 RCN1P2 RDH13 RECQL4 RECQL5 RERE RETREG1 RETSAT RGL2 RGS12 RGS3 RHBDD2 RHBDF1 RIC8A RIPK3 RIPOR1 RMI2 RNA5SP19 RNA5SP196 RNA5SP215 RNA5SP452 RNASEH2C RNF220 RNF40 RNF6 RNH1 RNU6-1105P RNU6-1140P RNU6-797P RNU6-921P RPAP2 RPF2 RPH3AL RPL15P18 RPL23AP65 RPL23AP89 RPL31P2 RPL37A RPL37A-DT RPLP2 RPS27P14 RPS6P23 RRP1 RTEL1 RTEL1-TNFRSF6B RTF2 RUFY1 RUVBL2 RWDD2A RYR3 RYR3-DT SARM1 SARS1 SART1 SBSPON SCART1 SCAT1 SCGB1B2P SCGB2A1 SCRIB SCUBE2 SCYL1 SDC3 SEC14L6 SEC61G-DT SECTM1 SELENBP1 SEPTIN9 SERPINH1 SEZ6 SF3A1 SFRP4 SFRP5 SFT2D1 SFXN5 SH2D3C SH3BGRL3 SH3BP2 SH3GLB2 SH3PXD2A SH3PXD2B SH3TC1 SHISAL2A SHKBP1 SHQ1P1 SIAH1P1 SIDT2 SIGIRR SIGLEC6 SIGLEC9 SIL1 SILC1 SIPA1 SLC12A7 SLC15A1 SLC19A1 SLC22A2 SLC25A10 SLC26A10P SLC26A9 SLC2A8 SLC30A7 SLC35G1 SLC38A1 SLC38A10 SLC38A8 SLC39A13-AS1 SLC41A3 SLC51A SLC6A1-AS1 SLC6A16 SLC7A6 SLC9A1 SLC9A2 SLCO2A1 SLCO4A1 SMAD9 SMIM12 SMIM24 SMIM45 SMIM47 SMOC1 SMOX SMPD2 SMURF2P1 SNAP47 SNAP47-AS1 SNHG32 SNORA52 SNORD115-16 SNORD115-23 SNORD115-8 SNORD48 SNRK SNRPGP10 SNX29 SORCS2 SOX10 SPACA1 SPAG5 SPATA20 SPATA33 SPECC1 SPEG SPSB4 SPTAN1 SPTBN2 SPTBN5 SPTSSB SRPRB SRRM3 SRSF2 SSH3 SSNA1 SSTR5 SSU72 SSUH2 ST13 ST14 ST6GALNAC1 ST7 STARD10 STARD3 STAT5B STAT6 STH STK11IP STMN3 STPG1 STPG3-AS1 STRA6 SUGP1 SUMF2 SUPT5H SUSD4 SVOP SYCP2 SYN3 SYTL1 TAF4 TAOK2 TASOR TBC1D10C TBC1D17 TBC1D29P TBC1D31 TBC1D8 TBCD TBX10 TC2N TCAIM TCEA1P1 TCF25 TCF4 TCTE1 TEAD2 TEP1 TERB1 TERF1 TEX14BP TEX264 TEX29 TFAP2C TFAP2E-AS1 TFDP2 TGFA TGFB1 TGS1 THOP1 THPO TIAM1 TIMM21 TIMM44 TKT TLCD3A TLE2 TLR4 TM4SF19 TM4SF19-DYNLT2B TMCO3 TMEM101 TMEM109 TMEM132D-AS1 TMEM175 TMEM178B TMEM179 TMEM213 TMEM255B TMEM26 TMEM94 TNFAIP3 TNFRSF8 TNK1 TNK2 TNKS2-DT TNS1 TOLLIP TOP1MT TOPAZ1 TP53AIP1 TP53I11 TP53TG3GP TP53TG3HP TPD52L3 TPM1 TPPP3 TPRG1 TRA2A TRAF6P1 TRAPPC9 TRBV7-9 TRGV1 TRGV8 TRIM15 TRIM25 TRIM3 TRIM5 TRIM54 TRIM7-AS1 TRMT2A TRPC6 TRPV1 TRPV4 TSEN15P3 TSPAN32 TSPOAP1 TSSK5P TTC13 TTC24 TTC34 TTC39A-AS1 TTC41P TTC6 TTLL10 TTTY14 TTYH2 TXNRD2 TYK2 TYMSOS U2AF2 UBE2J2 UCK1 UGT3A2 UNC13A UNC13D UNC93B7 UPB1 UPK1A URGCP USHBP1 USP20 USP38 USP38-DT UVSSA VAT1 VDR VEPH1 VGLL3 VPS4A VPS51 VSIG10 WASL-DT WBP2NL WDFY4 WDR25 WDR90 WDSUB1 WIPF1 WNT5A WRAP53 WSCD1 WT1 XRCC3 YEATS2-AS1 YIF1B YWHABP2 ZBP1 ZDHHC11B ZDHHC1P1 ZDHHC3 ZDHHC8BP ZEB2 ZFP14 ZIC4 ZNF276 ZNF320 ZNF331 ZNF439 ZNF469 ZNF556 ZNF558 ZNF574 ZNF598 ZNF619 ZNF740 ZNF827 ZNRF1 ZSCAN12P1 ZSCAN29 ZSWIM8 NFXL1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NFXL1_TARGET_GENES ABCA3 ABCB9 ACSF3 ACTN2 ACTN3 ACTN4 ACVR1 ADAMTS3 ADAMTSL5 ADCK5 ADCY4 ADGRG1 AHDC1 AHNAK AKNA AKT1S1 ALDOA ALKBH2 ALMS1 ANGPTL6 AP1S3 APBB2 APOBEC3G APRT ARHGAP5 ARHGAP6 ARHGEF1 ARID1B ARRDC2 ARSA ATP4A ATP8B3 ATXN1 ATXN1-AS1 ATXN10 ATXN7L1 AUTS2 BAIAP2 BAIAP2L1 BCL3 BPTF BRD2 BRD3OS BRD7 BRIP1 BTN2A3P C11orf68 C6orf120 CA11 CACNB3 CAHM CAMK2N1 CAPN12 CAPS2 CASC2 CCDC136 CCDC85C CCND2 CD99L2 CDHR3 CDK13 CDK13-DT CDK18 CDK5RAP2 CDYL CDYL-AS1 CEACAM16-AS1 CEACAM21 CENPJ CHCHD6 CHD9NB CHST12 CMBL COASY COL6A1 CORO1A COTL1 CPT1C CRYAB CSK DBN1 DBP DCHS2 DCUN1D4 DEDD DEPDC5 DLG4 DLGAP4 DLL1 DNAI4 DNM1 DNMT3B DOCK7 DOCK7-DT DOK4 DRAM1 DRAP1 DTX1 DUSP16 EBI3 ECD EFHB EGFL7 EML2 ENSG00000179066 ENSG00000235189 ENSG00000235415 ENSG00000271551 EOLA2-DT EPB41L1 ERBIN ERBIN-DT EREG ERICH6-AS1 ETS2 ETV3 EXPH5 FAM120B FAM13A FAM53A FAM83D FBRS FBXL19 FBXL19-AS1 FBXO41 FCHO1 FGFR4 FGGY FIBCD1 FKBP4 FOS FOSL2 FOXP4 FOXP4-AS1 FOXS1 FRY GABBR1 GAD1 GART GDF11 GET4 GFI1B GFY GGT1 GKAP1 GLI3 GLIPR1L2 GMFG GNAQ GNL3L GRAMD1A GREB1 GRIK5 GTPBP2 H1-0 H1-10 H1-2 H1-3 H1-4 H1-5 H2AC11 H2AC12 H2AC13 H2AC17 H2AC7 H2AC8 H2AZ1 H2AZ1-DT H2BC11 H2BC12 H2BC13 H2BC17 H2BC5 H2BC7 H2BC8 H3-3A H3C12 H4C2 H4C3 HAUS7 HDAC11 HDAC11-AS1 HDDC2 HDGF HEXIM1 HGSNAT HIVEP2 HOMER1 HSD17B14 IFI30 IGF2BP3 IGLV6-57 IL21R INTS1 INTS3 IQANK1 IQCD IQSEC2 IQUB IREB2 IRF2 IRF2-DT IRF2BP1 IRX5 ISL2 ITGB7 KANTR KDM2B KLHL22 KMT2B KPNB1 KRT10 KSR1 LARP1 LARP1B LCN8 LCNL1 LHX2 LHX6 LINC00544 LINC00623 LINC00877 LINC01089 LINC01138 LINC01270 LINC02356 LINC02363 LINC02771 LINC02773 LINC02953 LINC03047 LINGO1 LLGL2 LMO4 LRRC37B LRRC4B LYPD5 LZTS3 MAD2L1BP MAGEA8 MAGEA8-AS1 MAILR MAML3 MAN1A2 MAN1C1 MAP3K11 MAP3K8 MARK4 MAST1 MATN4 MBD1 MEF2C MEF2C-AS1 MEG3 MEIS2 METAP1 MEX3C MIA3 MICAL3 MIR3143 MIR4530 MIR4632 MIR4710 MIR4767 MIR5093 MRC2 MRPL55 MSMP MTFMT MYO18A NAE1 NCK2 NCLN NCOA2 NCOA7 NDRG2 NEXMIF NFIC NFIX NHLRC4 NIPAL2 NLRP7P1 NOX5 NR2F2 NR4A2 NRSN2 NRSN2-AS1 NSG2 NUP155 OBSCN P2RY6 P4HB PABIR2 PABIR3 PALS2 PAXX PBX2 PCBP1-AS1 PCGF3 PCNX1 PDE2A PDE8A PDXK PEAR1 PHF21A PHF23 PHLDB1 PHYHIP PIGQ PIP4P2 PISRT1 PLEKHA4 PLIN5 PLK5 PNPLA6 POGK POMGNT1 POU3F2 PPDPF PPP1R14C PPP1R18 PROSER2-AS1 PRR5 PRSS22 PRSS33 PRSS8 PTPN4 PXK QKI R3HDM4 RAB11FIP2 RALA RAP1A RAPGEFL1 RARA RASAL1 RB1 RB1-DT RCAN3 RCN2 RCSD1 RDH10-AS1 RER1 RFX3-DT RGS10 RGS9 RHOC RHOF RIPK2-DT RNPEP RPH3A RPL5P24 RPS18 RSRC1 RTN4R SAE1 SAFB SALL2 SAMD4A SCMH1 SCMH1-DT SCN1B SCYL1 SEMA4B SEPTIN8 SEPTIN9 SERPINH1 SETD1B SFMBT1 SFXN2 SHISA5 SHOX2 SLC12A4 SLC12A5-AS1 SLC16A3 SLC22A23 SLC25A42 SLC25A6 SLC27A1 SLC29A4 SLC2A1 SLC2A1-DT SLC38A10 SLC38A5 SLC39A13 SMG1 SMG1P2 SMPD4 SNCA SNUPN SON SOWAHD SP3 SPACA6 SPACA6-AS1 SPATA13 SPATA2 SPINT1 SPINT1-AS1 SPRY3 SRC SRRM2 SRRM2-AS1 STC2 STX16 STX16-NPEPL1 SUCLG2 SUCLG2-DT SULF2 SYNCRIP SYNJ2 TBC1D1 TBC1D9 TCF7L2 TEX45 TFAP2A TFDP1 TFE3 THSD4 TIAL1 TKT TLE2 TMCC3 TMEM119 TMEM132B TMEM132D-AS1 TMEM164 TMEM63B TMEM91 TNFRSF1B TNRC18 TRAPPC9 TREX2 TRGV2 TRGV3 TRGV4 TRGV5 TRGV7 TRIM21 TRIM41 TSC22D4 TSPAN32 TTC39C TTYH3 TUBA1C TYROBP UBE2L5 UBE2M UNC13A UPP2 USP25 VGLL4 VILL VSTM2L VWA8-AS1 WDR27 WHRN WWC1 WWC3 ZC3H4 ZCCHC24 ZDHHC24 ZFAND3 ZFAND3-DT ZFHX2 ZMYND11 ZNF148 ZNF217 ZNF467 ZNF574 ZNF71 ZNF892 ZSCAN5A ZSCAN5A-AS1 NKX2_2_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NKX2_2_TARGET_GENES AAGAB AAK1 AASDH ABCB6 ABCF2 ABHD14B ACAD10 ACADM ACHE ACOX1 ACP6 ACSS2 ACTR1A ACTR3B ADCY3 ADNP AGAP2-AS1 AGL AGPS AGR2 AHCTF1 AHCYL2 AKAP9 AKT2 ALDH4A1 ALDH6A1 ALDH7A1 ALKBH8 ALOX12-AS1 ALOXE3 ANG ANKRD13C ANKRD17 ANP32E ANXA2R-AS1 ANXA4 AP2M1 AP2S1 AP3S1 AP5Z1 APBB2 APC AQR ARHGAP27 ARHGAP5 ARHGEF37 ARL2BP ARL5A ARMC6 ARMH3 ARPIN ARPIN-AP3S2 ARRDC3 ARRDC3-AS1 ARSK ASB8 ASNSD1 ATAD2 ATAD2B ATF7IP ATG101 ATG12 ATP10B ATP11B ATP13A1 ATP5PF ATP5PO ATP6AP1L ATP7B ATR ATXN2L AUTS2 AXDND1 B3GAT3 B4GALNT1 BAG6 BANF1 BAZ2B BCAS2 BCKDHB BCL2L13 BCL2L14 BCL6 BCO1 BCS1L BLM BLOC1S1 BMI1 BMS1 BNIP2 BOD1 BPNT2 BRCA1 BRCA2 BRD2 BRD8 BTBD1 BTBD3 BTBD8 BTN3A3 BTNL8 BTRC C10orf143 C11orf52 C11orf58 C11orf71 C12orf57 C12orf60 C17orf100 C19orf44 C19orf53 C1orf112 C1orf21 C21orf91 C2orf88 C4BPB C4orf19 C4orf47 C6orf52 C7orf50 CA13 CAAP1 CAB39L CACNB2 CACYBP CALCOCO1 CALM2 CALR3 CAMKMT CANX CAP1 CASP2 CAST CBLB CBX5 CBY1 CC2D2B CCAR2 CCDC12 CCDC125 CCDC127 CCDC137 CCDC150 CCDC159 CCDC163 CCDC18-AS1 CCNB1 CCNI CCNJL CCNL1 CCT6B CCZ1P1 CD164 CD320 CDC27 CDC45 CDCA2 CDK13 CDK2AP2 CDON CDS2 CEBPZ CEBPZOS CENPQ CEP44 CEP57L1 CEP63 CEP85 CFAP298 CFAP298-TCP10L CFAP57 CFAP69 CHAC1 CHCHD2P6 CHD2 CHD8 CHP1 CHRNB1 CIAO2A CKAP2 CKAP2-DT CLASP1-AS1 CLCN7 CLDN12 CLN3 CLNK CLNS1A CLPB CLRN3 CMC1 CNIH1 CNNM2 CNOT6 CNPPD1 CNTRL COA6 COMMD10 COMMD9 COPZ1 COQ10B COQ2 COQ8B COX6B1 CPSF2 CRAT CREBRF CREBZF CRTC3-AS1 CRYBG1 CRYZ CSDE1 CSNK1A1 CSNK2A1 CTDSPL2 CTDSPL2-DT CTNS CUL2 CUL5 CWC22 CYB561A3 CYB5D1 CYP4F12 DAB1 DCAKD DCDC1 DCTN2 DCTN4 DCTN6-DT DCUN1D3 DDB1 DDX10 DDX46 DDX60L DENND2D DEPDC4 DERL2 DGUOK DHX35 DHX35-DT DLEU2 DMAC2 DMAC2L DMTF1 DMTF1-AS1 DMXL2 DNAJB1 DNAJC13 DNAJC18 DNAJC21 DNAJC24 DNAJC8 DNLZ DNMT1 DOHH DOLK DPAGT1 DPM1 DPP9 DPYSL2 DSG1-AS1 DYNC2H1 DYNLRB1 EBLN3P EBNA1BP2 EDEM2 EDN1 EEF1AKMT1 EFCAB11 EFCAB14 EFCAB6 EFCAB6-DT EFHD1 EHD4 EHF EHHADH EID1 EID2B EIF1 EIF2AK2 EIF2B1 EIF3A EIF3E EIF3H EIF3I EIF3K EIF5 EIF5B ELP2 ELP3 EMC9 EMG1 EML6 EMP1 ENC1 ENSG00000232995 ENSG00000267882 ENSG00000272008 ENSG00000275765 ENSG00000278390 EP300 EPC1-AS2 EPCAM-DT EPM2AIP1 EPRS1 EPS8 ERAP2 ERBB2 ERCC1 ERCC2 ERCC4 ERCC5 ERCC6L2 ERCC6L2-AS1 ERCC8 ERGIC2 ERH ERI2 ERV3-1 ESRP2 ETFA EXD1 EXD2 EXPH5 EXTL3 EZH1 FAM114A2 FAM120AOS FAM135A FAM13A FAM156A FAM162A FAM174A FAM174A-DT FAM200A FAM21EP FAM21FP FAM227A FAM53C FAN1 FARSB FBXL19 FBXO33 FBXW11 FCHO2 FER FERMT1 FGD6 FGFBP3 FHDC1 FKBP2 FKBP3 FKTN FMNL3 FNDC3A FOS FOXA3 FRAT1 FTO FUZ FXR1 G3BP1 G6PC3 GAB1 GABARAP GABARAPL1 GABPA GALNS GALNT16-AS1 GALNT5 GARS1 GARS1-DT GAS5 GBA1 GBAP1 GCNT3 GDAP1 GDF9 GDPGP1 GEMIN2 GET4 GFM1 GFM2 GGT7 GLO1 GLRX GLTC1 GNL1 GOT1 GOT1-DT GPATCH2 GPR146 GPR160 GPR19 GRB2 GRPEL1 GRPEL2 GSPT1 GSTA4 GSTCD GTF2A2 GTF2H4 GTF3C2 GTPBP6 H2AJ H2BC13 H2BC5 H2BC6 H3-3B H3C1 H3C10 H3C2 H4C12 H4C16 H4C3 H4C4 HACD2 HADHB HCG14 HDAC5 HDAC8 HECTD1 HERC4 HERC6 HERPUD1 HES1 HHLA3 HIBADH HIGD2A HIRIP3 HMBS HMGB1 HMGB3P22 HMGN1 HNRNPA1 HNRNPA2B1 HNRNPA3 HNRNPC HNRNPH3 HNRNPK HOMER1 HOTTIP HOXA-AS2 HOXA-AS3 HOXA10 HOXA3 HOXA7 HOXB3 HOXB6 HOXC-AS2 HPS1 HRG-AS1 HSD11B1L HSD17B2 HSP90AB1 HSPA5 HSPA8 HSPA9 HSPD1 HSPE1 HTD2 ICA1-AS1 IDH3B IDH3B-DT IER5L-AS1 IFNLR1 IFRD2 IFT122 IFT46 IFTAP IGF2BP3 IKBIP ILF2 ILF3 ILF3-DT IMMP1LP1 ING1 INO80 INO80B INO80B-WBP1 INO80D INO80E INTS12 INTS2 IPO4 IQCD ISL2 ISLR2 ISOC1 ISOC2 ITFG2 ITFG2-AS1 ITGA7 ITGB6 ITM2B ITPR1 ITPR1-DT ITPRID2 ITSN1 IWS1 JADE2 JKAMP JPT1 KARS1 KAT5 KATNBL1 KBTBD2 KBTBD6 KCTD16 KCTD9 KDM4C KIAA0319 KIAA0586 KIAA2026 KIF20A KIF22 KITLG KIZ KLHDC10 KLHL12 KNTC1 LAMA3 LAMP1 LAPTM4A LAPTM4A-DT LARP6 LARS1 LETM1 LIMA1 LIMD1-AS1 LIN37 LIN52 LIN54 LINC-PINT LINC00471 LINC00511 LINC00649 LINC00923 LINC00963 LINC01126 LINC01411 LINC01852 LINC02038 LINC02068 LINC02100 LINC02168 LINC02340 LINC02366 LINC02615 LINC02777 LINC02851 LINC02971 LINC03014 LINC03015 LMO7 LPXN LRRC31 LRRC66 LSG1 LSM2 LSM6 LSM8 LTO1 LUC7L2 LYPLAL1 LYRM1 LYSMD3 MAEA MAGOH MALAT1 MALINC1 MAP3K13 MAP3K4 MAP3K5 MAP4K1 MAP4K3 MAP7 MAPKAP1 MARCHF7 MARCHF8 MARF1 MARS2 MATCAP2 MATR3 MBD4 MCC MCCC2 MCFD2 MCM8 MCOLN1 MCU MDM4 MED4 MED8 MEF2A MEF2C MEF2C-AS2 MEIS1 MEPCE METTL18 METTL3 MFSD1 MFSD8 MGME1 MGST2 MGST3 MIA2 MIA3 MICOS10 MICOS10-NBL1 MICOS13 MIIP MINDY1 MIR1915 MIR1915HG MIR194-2HG MIR320A MIR3646 MIR3678 MIR4512 MIR4521 MIR4757 MIR7111 MIRLET7IHG MIS12 MIX23 MKRN2 MLH1 MLLT3 MMACHC MMADHC MMUT MNAT1 MOB4 MOCS2 MOCS2-DT MOCS3 MOGAT3 MORF4L2 MORF4L2-AS1 MORN4 MOSPD3 MPC1 MRNIP MRPL24 MRPL43 MRPL46 MRPL48 MRPS11 MRPS15 MRPS18A MRPS22 MRPS35-DT MRRF MSL2 MTCH1 MTERF1 MTERF4 MTOR MTPAP MTRF1L MTUS1-DT MUTYH MVB12A MYBBP1A MYG1 MYLK-AS1 MYO1D MYOF N6AMT1 NAA38 NAGLU NARF NARF-AS2 NBN NCAPG2 NCBP1 NCBP2 NCBP2AS2 NCK2 NCLN NCOA3 NCOR2 NDC80 NDE1 NDFIP1 NDUFA6 NDUFA6-DT NDUFAF6 NDUFAF7 NDUFB1 NDUFB6 NDUFB9 NDUFC2 NDUFC2-KCTD14 NDUFS7 NDUFS8 NECAP1 NEDD9 NEK10 NEK7 NEMF NFATC2IP NFE2L1 NFE2L1-DT NFE2L3 NFKBIZ NFXL1 NHLRC3 NHSL1 NIPAL1 NKAPD1 NMT1 NOD1 NOL6 NOSIP NPM1 NPTN NR2F2 NR6A1 NRBF2 NSA2 NSMCE3 NSUN2 NUB1 NUDCD1 NUDT12 NUF2 NUMA1 NUP107 NUP107-DT NUP188 NUP35 NWD1 ODAD3 ODR4 OGDH OMA1 OPA1 ORAI1 ORC5 ORMDL3 OSBPL8 OSGEPL1 OSGEPL1-AS1 OSR2 OTUD4 OXA1L OXA1L-DT OXCT1 OXLD1 P4HA1 P4HB PABPN1 PAK1IP1 PALS1 PANK4 PAPSS1 PARK7 PCAT7 PCBP2 PCCA PCYT1A PDCD10 PDCD2L PDK2 PDSS1 PDXDC1 PEF1 PEF1-AS1 PELO-AS1 PEX13 PFDN4 PGAP3 PHACTR4 PHB2 PHF12 PHLPP2 PHTF2 PIDD1 PIGB PIGBOS1 PIGL PIGS PIH1D2 PIK3CA PIK3R1 PIM1 PIPOX PISD PITX2 PJA2 PKIB PLA2G2A PLAC8 PLOD3 POGLUT1 POLR1C POLR1G POLR2I POLR2K POLR3D POM121 PPARD PPFIA3 PPIA PPIAP31 PPM1D PPP1R12A PPP1R12B PPP1R13L PPP2CA PPP2CA-DT PPP2R1B PPP4R1 PPP4R1-AS1 PPP4R3B PPP6R3 PRDX3 PREPL PRKAG1 PRKCI PRKCSH PRLR PROSER1 PRPF19 PRPF19-DT PRPF31 PRPF39-DT PRPF4B PRR11 PRR13P5 PRR15 PRR3 PRR7 PRR7-AS1 PRRC2C PSMB7 PSMC2 PSMC3IP PSMD6 PSMD9 PSME2P3 PSMG3 PTGS2 PTPA PTPRE PTPRH PTPRO PUS10 PVR PWWP2A PYROXD1 QRSL1 QTRT1 R3HDM1 R3HDM2-DT RAB11FIP3 RAB18 RAB27A RAB28 RAB29 RAB2B RAB30 RAB30-DT RAB3D RAB5IF RAB7A RABGAP1L RABIF RACGAP1 RACK1 RACK1P1 RAD17 RAD51 RAD51-AS1 RAD51AP1 RAD9A RALA RALBP1 RANGAP1 RAVER1 RBBP4 RBBP8 RBCK1 RBIS RBKS RBM25 RBM27 RBM34 RBM39 RBM4 RBM47 RBM48 RBM7 REG4 RETREG2 REV3L REXO5 RFX3 RGS17P1 RGS5 RHEBL1 RHOBTB3 RIGI RIMKLB RLIM RMDN1 RMI1 RN7SK RN7SL3 RNASE4 RNASEK RNASEK-C17orf49 RND3 RNF10 RNF111 RNF126 RNF216 RNF32-DT RNU1-117P RNU2-17P RNU2-2P RNU6-112P RNU6-2 RNU6-502P RNU6-563P RNU6-841P RNU7-1 RNY3 ROCK2 RPAP3 RPAP3-DT RPGRIP1L RPIA RPL21 RPL24 RPL26 RPL27A RPL30 RPL30P11 RPL32 RPL34 RPL34-DT RPL36 RPL41 RPL7L1 RPLP2 RPP14 RPP38 RPPH1 RPRD1B RPS12 RPS17 RPS19 RPS23 RPS27 RPS27A RPS27L RPS29 RPS29P16 RPS6 RPUSD2 RPUSD3 RRAGC-DT RRH RRP12 RRS1 RRS1-DT RSBN1L RSL1D1 RSL1D1-DT RSRC2 RTCA RTN3 RTN4IP1 RXFP4 S100A14 SACM1L SAE1 SART3 SBDSP1 SBNO1-AS1 SCAMP2 SCARNA16 SCP2 SDF2 SDHC SDHD SEC11C SEC14L1 SELENOOLP SELENOW SEMA3C SEMA4F SEPTIN7 SEPTIN7-DT SERBP1 SERF2 SERGEF SERP1 SERPINI1 SESN1 SETD5 SETDB2 SGO1 SGO1-AS1 SH3BP5L SH3RF2 SHC4 SHLD3 SHPK SHROOM3 SIAH1 SIRT4 SKAP2 SKIC3 SKP1 SLAIN2 SLC11A2 SLC18B1 SLC20A1 SLC20A1-DT SLC22A5 SLC25A12 SLC25A46 SLC36A1 SLC38A7 SLC39A11 SLC39A6 SLC39A8 SLC39A9 SLC41A2 SLC4A1AP SLC52A3 SLC6A6 SLC7A11 SLCO2B1 SLCO3A1 SLCO5A1 SLCO5A1-AS1 SMAD5 SMARCAD1 SMARCAD1-DT SMARCAL1 SMG7 SMG7-AS1 SMIM10L1 SMIM14 SMIM14-DT SMPD3 SNAPC5 SNCAIP SNHG20 SNHG4 SNORA7A SNORD101 SNORD13 SNORD95 SNRNP27 SNRPA1 SNRPA1-DT SNX1 SNX10 SNX24 SNX5 SOBP SORBS1 SOS1 SOX2-OT SOX6 SP8 SPATA17 SPATS2L SPC25 SPICE1 SPIN1 SPINK5 SPNS1 SPR SPRED2 SPRY4 SPRYD4 SRD5A1 SREBF2-AS1 SREK1 SRGAP3 SRP19 SRP54 SRP54-AS1 SRPK1 SRRM2 SRRM2-AS1 SRSF10 SRSF4 SRSF5 SRSF7 SSR2 SSR3 ST3GAL2 STAG1 STARD4 STAT6 STAU1 STK11IP STK25 STXBP3 SUB1 SUCLG1 SUGP2 SULT1D1P SULT6B1 SUMF2 SUN1 SUPT4H1 SUPT6H SUPT7L SURF6 SYAP1 SYF2 SYMPK SYTL2 SYVN1 SZT2 TACC2 TAF12 TAF12-DT TARBP1 TARDBP TARS1 TARS1-DT TATDN1 TBC1D10A TBC1D15 TBC1D7 TBCB TBCCD1 TBL1XR1 TBL3 TCERG1 TDO2 TDP1 TEC TECR TEN1 TEN1-CDK3 TERF2IP TFAM TFB1M TFDP2 TFG TFPT TGIF1 THADA THAP2 THBS3-AS1 THBS4 THRAP3 THRB-AS1 THUMPD3 TIMELESS TIMM8B TIMM9 TK2 TKFC TM2D3 TMBIM1 TMBIM6 TMC1 TMCO4 TMCO6 TMEM109 TMEM109-DT TMEM11 TMEM11-DT TMEM138 TMEM183A TMEM205 TMEM219 TMEM222 TMEM229B TMEM232 TMEM234 TMEM259 TMEM260 TMEM266 TMEM39A TMSB10 TNK2 TNKS TNKS1BP1 TNKS2 TNRC18 TNRC6B TOE1 TOMM7 TOX4 TPBG TPCN1 TPR TRA2A TRAF3IP2 TRAF3IP2-AS1 TRAPPC13 TRAPPC2L TRAPPC6B TRIM23 TRIM37 TRIM69 TRIQK TRMT10C TRMT6 TRPC4AP TRPM7 TSG101 TSHZ1 TSPEAR-AS2 TTC14 TTC14-DT TTC17 TTC19 TTC30B TTC32 TTC32-DT TTC7A TTI1 TTI2 TWNK TXNDC9 TYW1B UBALD2 UBE2L6 UBE2Q1 UBE4B UBLCP1 UFC1 UFD1 UFSP2 UGT1A6 UMPS UNC45A UNK UQCR11 UQCRB UQCRQ USF3 USP16 USP22 USP28 USP3-AS1 USP34 USPL1 UTP23 UXS1 UXT UXT-AS1 VAPA VARS2 VASH2 VPS13B VPS13B-DT VPS33A VPS4B VPS50 VPS8 VRK3 VTRNA1-1 WARS1 WASF2 WASHC2A WASHC2C WBP11 WBP2 WBP4 WDR24 WDR25 WDR5B WDR5B-DT WDR62 WDR74 WDR77 WDSUB1 WNK1 WWP2 XPNPEP1 XPO1 XPOT XPR1 XRCC1 YIPF3 YJU2 YJU2B YWHAZ ZAR1L ZBED5 ZBED5-AS1 ZBED6 ZBTB5 ZBTB7C ZC3H11A ZC3H12D ZC3HAV1 ZCCHC8 ZCWPW1 ZDHHC14 ZFAND1 ZFC3H1 ZFP36L2 ZFP37 ZFP91 ZFP91-CNTF ZMAT2 ZNF117 ZNF12 ZNF142 ZNF181 ZNF213 ZNF213-AS1 ZNF225 ZNF225-AS1 ZNF24 ZNF25 ZNF292 ZNF3 ZNF343 ZNF394 ZNF407 ZNF407-AS1 ZNF426 ZNF426-DT ZNF436 ZNF436-AS1 ZNF446 ZNF460 ZNF473 ZNF628 ZNF684 ZNF687 ZNF74 ZNF767P ZNF77 ZNF770 ZNF774 ZNF815P ZNF830 ZNF846 ZNHIT1 ZRANB3 ZSCAN16 ZSCAN2 ZSWIM7 ZW10 NKX2_3_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NKX2_3_TARGET_GENES ABCC3 ABCC5 ABCF2 ABHD2 ABRACL ACADSB ACP2 ACTG1 ACTR3 ACTR3C ADCK5 ADGRE2 ADHFE1 AGPAT3 AGTRAP AK1 ALG5 ANAPC5 ANO2 ANO6 ANTXR2 AP2S1 AP3S2 APLP1 APPBP2-DT ARFGEF2 ARHGEF16 ARHGEF2 ARL3 ARMC6 ARRDC4 ARSA ASIC1 ASTN2 ATAT1 ATL2 ATN1 ATP5F1B ATP6V1D AUP1 AVEN BBIP1 BBX BCORL1 BDNF BMS1 BNIP1 BOLA1 BRD2 BTN2A2 BUD31 BZW1 BZW1-AS1 C11orf54 C11orf98 C12orf60 C1R CA5BP1 CAB39L CACNA1A CACNB3 CALCOCO1 CALM1 CALM2 CAPZA2 CASC11 CASP6 CAV1 CCDC103 CCDC86 CCNB1 CCND3 CCR10 CCT6A CD9 CDC37 CDC42SE1 CENPBD2P CEP112 CEP83 CHAC1 CHCHD5 CHMP2A CHMP2B CHP1 CIAO2A CLCN3 CLDN7 CNN3 CNOT4 CNTNAP1 COPS7A COPZ1 COQ8B COX18 COX5B CPSF7 CSKMT CYB5B DAND5 DCTPP1 DDIT3 DDX41 DGKE DHRS4-AS1 DM1-AS DNAJB9 DNAJC25 DNAJC25-GNG10 DPPA5 DRC1 DUS3L EBNA1BP2 EDRF1 EEF2 EFTUD2 EIF2B1 EIF2S1 EIF3D EIF5 EIF5-DT ELAC2 EMC10 EMC7 EML4 ENSG00000224090 ENSG00000236377 ENSG00000250041 ENSG00000253607 ENSG00000261335 EPHA1 EPS8 EXD1 EXOC3L4 EXOSC8 FAM13A FAM187A FAM221B FAM3D FAM43A FBXO24 FBXO41 FCRLA FEM1A FGD6 FRS2 FYN FZD3 GABPB2 GAL3ST1 GALE GAPDH GAPDH-DT GARIN5A GAS5 GDF11 GDF15 GFAP GFM2 GIN1 GLP2R GON7 GPRC5B GRHL2 GRINA GTF3C6 HDAC7 HIF1AN HILPDA HILPDA-AS1 HLA-DMA HMGA2 HOMER2 HOXA10-AS HOXB3 HOXB6 HSPE1P12 HSPG2 HTRA2 HTT IFT74 IFT74-AS1 IFT88 IK IKZF5 INO80B INO80B-WBP1 INO80D-AS1 INSIG2 INTS2 INTS4 IQCB1 IRAK4 IST1 ITPRID2 ITPRID2-DT ITPRIPL1 IVD KALRN KDM4A-AS1 KIF18A KIF9 KLF6 KLHL28 KLRG1 KRT8 KRTAP3-1 LARP7 LDLR LEKR1 LETM1 LETMD1 LINC-ROR LINC01004 LINC01011 LINC02345 LINC02369 LINC02427 LINC02441 LINC02901 LNPK LRCH4 LRFN3 LRIG2-DT LRRC49 LSM1 LSR LTA4H LTBP4 M6PR MAML3 MAP1LC3B2 MAP2K3 MAP3K12 MB MBD1 MBD5 MBD6 MCFD2 MCMBP MED15 MEST METTL15 METTL16 METTL7B MFSD5 MGAT1 MIDEAS MIR1293 MIR375 MIR4512 MIR4645 MIR4795 MIR5579 MIR5700 MIR6165 MLF2 MMP14 MPI MRPL33 MRPL42 MRPL42P1 MRPL52 MRPS35 MRPS35-DT MSL1 MTIF2 MTMR4 MTND5P10 MTPN MYO15A MYO15B MZF1 NAMPT NARS2 NAT9 NBEAL1 NBR1 NCOR2 NDUFA2 NDUFB3 NEK4 NEURL4 NFKBIB NIF3L1 NIPSNAP2 NKD2 NKIRAS1 NLGN1 NPAS1 NPHS1 NQO2 NR1D1 NR1H3 NRDC NRM NSA2 NT5DC2 NUDCD3 NUDT5 NUFIP2 NUP88 OCIAD1 ODF3B ORC4 ORMDL2 ORMDL3 OXA1L OXA1L-DT PA2G4 PAK6 PARP14 PAX3 PCED1A PCLAF PCM1 PDCD11 PDLIM2 PEX12 PFKFB2 PFKM PGBD4 PHAF1 PHF19 PIH1D1 PIM1 PITRM1 PLEC PLXNB1 PMEL PNPLA8 PNPO PODNL1 POU6F1 PPBPP1 PPCDC PPFIA3 PPIB PPIL3 PPIP5K2 PPP1R11 PPP1R12A PPP1R3F PPP3CA PRSS2 PSME2 PSPH PTPA PTPN23 PTPRF PTPRO PUS7L QRSL1 QTRT1 R3HDM1 RAB29 RAB5B RAD52 RAG1 RALY RAMAC RAPGEF3 RBCK1 RBFOX2 RBM19 RBM3 RBM6 RBM7 RBPMS RCAN3 RECQL RGL2 RHBDF1 RIC8B RNA5SP358 RNF121 RNF13 RNF212B RNF25 RNF26 RNF31 RNF43 RNU11 RNU2-18P RNU4-2 RORA-AS1 RPA3 RPAIN RPL15 RPL26L1 RPL26L1-AS1 RPL37 RPL7L1 RPRD2 RPS18 RSL24D1 RTN4IP1 S100A11 SARNP SCARB1 SCARB2 SDHAF2 SDSL SEC23IP SEC31A SEMA5A SEPHS1P7 SERINC1 SETD5 SETDB2 SH3PXD2A-AS1 SHMT2 SHOC2 SIX5 SLAIN2 SLC12A6 SLC25A37 SLC39A8 SLC3A2 SLC44A4 SLC7A7 SLC7A8 SMG7 SMG7-AS1 SMIM30 SMU1 SNHG1 SNHG17 SNHG29 SNORA57 SNORD25 SNORD26 SNORD27 SNORD49B SNORD59A SNX1 SON SP1 SP2 SPATA1 SPATA41 SQSTM1 SRCAP SRCIN1 SRP68 SRSF11 ST13 ST3GAL3 STAU2 STK36 SUB1 SUGP2 SULT1C2P2 SYT5 TAFA2 TARBP2 TARS1 TAX1BP1-AS1 TBC1D23 TBRG1 TBRG4 TBX3 TEFM TFAP2A THAP5 THAP9-AS1 THUMPD3-AS1 TIA1 TINF2 TIPIN TMEM104 TMEM106C TMEM135 TMEM238L TMEM253 TMEM67 TMEM8B TMIGD1 TMTC2 TNKS1BP1 TNS2 TOGARAM1 TOMM40 TOMM7 TP53BP1 TP53I3 TPM1 TPM1-AS TPP1 TRIOBP TRIP4 TSPAN4 TTC12 TTC24 TTC26 TTC33 TTC39A TTL TTYH3 TUBB4B UACA UBE2F UBE2F-SCLY UBE2K ULK1 UMAD1 UNC45A UQCRC2 USH1C USP15 USP48 USP53 USP8 VANGL1 VEZT VIPR1 VPS16 VPS33B VPS52 WARS1 WBP11 WDR12 WDR6 XNDC1N XPNPEP3 YAP1 YIPF3 YOD1 ZBTB37 ZBTB7C ZFAND2A ZFYVE16 ZFYVE28 ZGRF1 ZHX2 ZNF107 ZNF219 ZNF23 ZNF442 ZNF451 ZNF462 ZNF514 ZNF546 ZNF587B ZNF639 ZNF862 ZRANB3 NKX2_5_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NKX2_5_TARGET_GENES AARSD1 ABAT ABCA5 ABCB8 ABHD10 ABHD16A ABHD17B ABLIM2 ABR ACAA1 ACACA ACACB ACIN1 ACLY ACOX2 ACP3 ACP6 ACSF3 ACSS3 ACTC1 ACTR1A ACTR5 ACVR2A ACVR2B ACYP2 ADAL ADAM22 ADAMTS3 ADAMTS7P4 ADAP2 ADD1 ADGRD1 ADGRL1-AS1 ADK ADNP2 ADORA1 AEBP2 AFF1 AFF3 AGR2 AHSA1 AKAP11 AKAP9 AKTIP ALDH1A2 ALDOA ALG10 ALG14-AS1 ALG1L2 ALOXE3 ALPK2 AMD1 AMOTL2 ANAPC10 ANG ANGEL2 ANKDD1B ANKRA2 ANKRD11 ANKRD42 ANKRD42-DT ANKRD50 ANKRD6 ANP32E ANXA2R ANXA2R-AS1 ANXA6 AOPEP AP1M1 AP2S1 AP3D1 AP3M1 AP3M2 AP3S1 AP3S2 AP4B1 APBB3 APOBEC2 APPBP2 APPBP2-DT APTX AQP4 ARAP1 AREG ARHGAP1 ARHGAP24 ARHGAP25 ARHGAP32 ARHGEF28 ARHGEF3 ARHGEF37 ARIH1 ARL14 ARL14EP ARL4A ARL6IP5 ARMH1 ARMH2 ARMH3 ARMH4 ARPC2 ARRDC3 ARRDC4 ARV1 ASAH1 ASAH1-AS1 ASB2 ASF1B ASH2L ASPH ATG101 ATG12 ATG16L1 ATG2A ATG4A ATM ATP13A4 ATP1A1 ATP1B3 ATP2B4 ATP5MC2P4 ATP5MC3 ATP5PF ATP6V1A ATP6V1D ATP6V1G2 ATP6V1G2-DDX39B ATPAF2 ATPSCKMT ATXN2L ATXN7L1 AXL BACH1 BAHCC1 BAMBI BANCR BAZ2B BBIP1P1 BBOX1 BBS9 BCAR1 BCAR3 BCAS3 BCKDHA BCL11A BCL2L1 BCL9 BCO2 BCORL1 BICD1 BLTP1 BLZF1 BMAL1 BMP5 BNC2 BOD1 BPGM BPNT1 BRCA1 BRD8 BRD9P2 BRINP2 BRK1 BSCL2 BUB1 BUD31 BZW2 C10orf90 C11orf21 C12orf76 C16orf95 C16orf95-DT C19orf38 C19orf48P C1QTNF1-AS1 C1QTNF4 C1orf105 C1orf174 C21orf62-AS1 C2CD3 C2CD5 C4orf36 C9orf85 CA1 CA14 CAB39L CACNA1C CALCRL CALM2 CAMK2D CAP1 CAPN15 CARF CASD1 CASP8 CAST CATSPER2P1 CBLB CBX5 CBY1 CCDC107 CCDC115 CCDC117 CCDC124 CCDC13 CCDC141 CCDC146 CCDC148 CCDC15 CCDC162P CCDC174 CCDC18-AS1 CCDC32 CCDC65 CCDC88C CCN2 CCNB1IP1 CCNC CCT3 CCT5 CCT7 CD101-AS1 CD81 CDADC1 CDC26 CDC40 CDC42BPB CDC42EP5 CDCA2 CDCA3 CDH17 CDH8-AS1 CDHR3 CDIN1 CDK12 CDK5 CDK5RAP2 CDK6 CDK6-AS1 CEACAM16-AS1 CELSR1 CENPF CENPU CEP120 CEP170 CEP20 CEP44 CEP57L1 CFAP107 CFAP57 CFAP68 CFDP1 CFL1 CFLAR-AS1 CHD1 CHD1-DT CHD2 CHD3 CHEK1 CHEK2 CHPT1 CHRNB1 CHST7 CIDEB CKS1B CLCNKA CLDN4 CLDN7 CLDND1 CLIC1 CLIP1 CLN5 CLN8 CLRN3 CMAHP CMSS1 CMTM7 CNIH4 CNOT1 CNPY2-AS1 CNPY4 COA1 COG5 COL14A1 COMMD10 COPS2 COPS4 COPS7A COQ3 COQ5 COX16 COX6B1 COX7A2L CPSF2 CPVL CRACR2A CREB1 CREB3L2 CREB3L4 CREBL2 CRPPA CRTC2 CRYBA2 CS CSF1 CSNK1A1 CSNK1D CSNK2A1 CTDSP1 CTIF CTNND1 CTSB CUEDC2 CUTA CWC15 CXXC4 CYB5B CYB5D1 CYB5R1 CYCS CYMP CYP27A1 CYSRT1 DAAM1 DACT1 DAG1 DAGLB DCAF11 DCAF6 DCAF8 DCLRE1B DCTD DCTN4 DDI2 DDX19B DDX21 DDX6 DELE1 DERL1 DHRS11 DHX29 DHX38 DHX8 DIRC3 DISC1 DIXDC1 DLG4 DLG5 DLGAP1-AS1 DLGAP5 DM1-AS DMXL1 DNAAF6 DNAH10 DNAJA1 DNAJC8 DNAJC9-AS1 DNM1L DOCK2 DOCK5 DOCK9 DONSON DPCD DPP9 DPYSL3 DRAIC DSP DTHD1 DYNC1LI1 DYNC2I2 E2F3 EBAG9 EBNA1BP2 EDA2R EDEM1 EDNRA EEF2 EFCAB14 EFCAB2 EFCAB7 EFHB EFR3B EGF EGLN2 EGLN3P1 EGR2 EHBP1 EHMT1 EIF2B4 EIF2B5 EIF2B5-DT EIF2S1 EIF3F EIF3K EIF4A2 EIF4G2 EIF5A EIF5B ELMO1 ELOC ELP2 EMC4 EMC7 EME1 EML6 EMSY EMSY-DT ENC1 ENG ENO3 ENSG00000227741 ENSG00000243953 ENSG00000246308 ENSG00000250781 ENSG00000255491 ENSG00000255647 ENSG00000258231 ENSG00000259737 ENSG00000261335 ENSG00000266401 ENSG00000268403 ENSG00000275765 EP400P1 EPAS1 EPB41L4A-AS1 EPC2 EPM2AIP1 EPOR ERAP1 ERBB2 ERBB3 ERCC1 ERCC2 ERI2 ERI3-IT1 ERICH1 ERP44 ESRRG ESYT1 ETFBKMT ETS2-AS1 ETV4 EVA1A-AS EWSR1 EXOC4 EXOC8 EXOSC5 EXTL2 FAHD1 FAM117A FAM161B FAM174B FAM185BP FAM219B FAM227A FAM229B FAM32A FAM53C FAM98B FANCA FASTK FASTKD2 FBH1 FBLN1 FBXL20 FBXO16 FBXO24 FBXO38 FBXO38-DT FBXO8 FBXW11 FCHO2 FCHO2-DT FDXACB1 FEM1A FEM1B FER1L6-AS1 FGFR1 FGGY-DT FHIP1B FILIP1 FIP1L1 FKBP10 FLAD1 FLVCR1 FNIP2 FOXJ2 FOXP1 FRAT1 FRG1 FRMD3 FRMD4B FRYL FSD2 FSTL4 FTO FUZ G3BP1 G3BP2 GAB3 GABARAP GABARAPL2 GABPB1 GABPB1-AS1 GALK2 GANAB GANC GAPDHP25 GAPDHP53 GARS1 GATAD2A GATAD2B GBA1 GBE1 GC GCNT2 GCSIR GDAP1 GDF2 GDF9 GET3 GFI1B GGA1 GID4 GIGYF2 GINM1 GIPC1 GIT1 GIT2 GLCCI1 GLCCI1-DT GLRX2 GLUD1 GNAI2 GNAL GNAS GNL1 GOLGB1 GOLM2 GORASP1 GPR108 GPR153 GPR183 GPR19 GPR39 GPR61 GPX6 GREB1L GREP1 GRIP1 GRM7-AS3 GRPEL2 GSDMD GSK3A GSPT1 GTF2H4 GTF2IP20 GTPBP10 GUCD1 GUF1 GYG1 H3C6 H4C2 H4C3 HACD2 HADHA HAGH HAPSTR1 HAVCR2 HBP1 HDAC2-AS2 HDAC4 HDAC8 HDGF HEG1 HERC2 HIBADH HIBCH HIGD2A HIRIP3 HMG20A HMGCR HNRNPA3P16 HNRNPC HOMER2 HOXB6 HRC HRGP2 HROB HS3ST5 HSCB HSD17B10 HSPA1A HSPB1 HSPB7 HSPBP1 HSPD1 HSPE1 HSPE1-MOB4 HTR1A HUS1 HYCC2 ID4 IDH3A IFI27L2 IFNAR1 IFT140 IFT43 IFT74 IGFL4 IL17RC IL1R1 IL23R IL9 IMP4 INHA INKA2 INO80E INSYN2B INTS1 INTS4 INTS7 INVS IQCE IREB2 ITCH ITFG2 ITFG2-AS1 ITGB3BP ITGB5 ITGB6 ITPRID2 ITPRID2-DT JCHAIN JOSD2 JPT1 JPT2 JUP KAT5 KAT7 KBTBD2 KCNJ5-AS1 KCNQ1 KCTD9 KDM2A KDM3A KDM4D KDM8 KHDC4 KHSRP KIAA0319 KIAA0586 KIAA1671 KIF14 KIF18A KIF20A KIF26B KIFAP3 KLF6 KLHL4 KNL1 KPNA6 LARGE1 LARS1 LCMT2 LDB3 LDHB LIMCH1 LIMS2 LIN28A LINC00339 LINC00365 LINC00649 LINC00663 LINC00881 LINC00882 LINC00900 LINC00903 LINC00910 LINC00938 LINC00964 LINC00970 LINC01034 LINC01066 LINC01134 LINC01232 LINC01278 LINC01338 LINC01409 LINC01431 LINC01554 LINC01844 LINC01900 LINC02123 LINC02172 LINC02216 LINC02248 LINC02319 LINC02320 LINC02340 LINC02362 LINC02474 LINC02709 LINC02889 LINC02955 LINC02985 LINC03021 LINC03048 LIPE-AS1 LNPK LOC102724323 LONP2 LRCH4 LRFN5-DT LRP2 LRRC51 LRRIQ3 LSG1 LSM8 LTB4R2 LTBP2 LTBP4 LUCAT1 LYZL4 MACIR MAGEL2 MAGI3 MALAT1 MALSU1 MAP1S MAP2K5 MAP3K12 MAP3K13 MAP3K4-AS1 MAP4K1 MAP4K4 MAPK14 MARCHF1 MARCHF11-AS1 MARCHF7 MARCOL MARS1 MATR3 MBNL1-AS1 MBTD1 MBTPS1 MC4R MCC MCCC2 MCEE MCEMP1 MCF2L MCM3 MDH1B MED24 MED4 MED7 MED8 MEF2C MEIS2 METTL15 METTL17 METTL3 METTL7B MFF MFF-DT MFSD11 MIA2-AS1 MIATNB MIB2 MICAL3 MICALL1 MIGA1 MIR133A1HG MIR17HG MIR181A2HG MIR22HG MIR298 MIR4729 MIR4757 MIR5087 MIR548AP MIR548AW MIR5680 MIR592 MIR7843 MIR7973-2 MIR9-1HG MITF MIX23P5 MKKS MLH1 MLIP MLLT1 MMRN2 MON1B MPC2 MPPE1 MPV17L2 MROH8 MRPL11 MRPL13 MRPL18 MRPL24 MRPL27 MRPL3 MRPL42P6 MRPS12 MRPS14 MRPS16 MRPS27 MRPS30 MRPS30-DT MSH5 MSH5-SAPCD1 MSL2 MSS51 MTBP MTCH1 MTF1 MTF2 MTFR1L MTIF2 MTIF3 MTMR14 MTOR MTREX MUS81 MYBPC1 MYBPHL MYH6 MYH7B MYL12A MYL3 MYL4 MYLK-AS1 MYLK3 MYNN MYOM1 NAA38 NAA50 NAB1 NAMA NAPEPLD NAPSA NARS2 NAV2-AS2 NBPF3 NCALD NCAPD3 NCKAP1 NCKAP5-AS1 NCKIPSD NCOA4 NCOA5 NDRG1 NDUFA11 NDUFA12 NDUFA13 NDUFA4 NDUFAF1 NDUFAF4P1 NDUFB1 NDUFB3 NEBL NECTIN3 NECTIN3-AS1 NEMP1 NEU1 NF2 NFIA-AS1 NFKBIB NFKBIL1 NFKBIZ NFRKB NGDN NHSL1 NIPAL1 NIPBL NKAPD1 NKIRAS1 NLGN1 NME5 NME7 NMRAL1 NNMT NOCT NOD1 NOL4L NOP16 NOS3 NPAT NPM1P29 NPPA NR2F2 NR4A3 NRDC NRL NRXN1 NUDCD3 NUDT4 NUFIP2 NUMA1 NUMB NUP153 NUP155 NUP205 NUP42 NUP62CL NUP88 NXN NXT2 OBSL1 ODAD4 ONECUT1 OR8B9P ORAI3 ORC1 ORMDL1 OSBPL10 OSGEPL1 OSGEPL1-AS1 OTUD3 OXA1L OXA1L-DT OXSR1 P2RX6 P3H2 P3H4 P4HB PABPC4 PAFAH2 PALLD PANK1 PANK3 PARP1 PARP2 PARVA PAX6 PAXBP1 PBX1 PCAT7 PCBD2 PCMTD1 PCMTD1-DT PCNX4 PCNX4-DT PCYT1B PDAP1 PDCD4 PDCD7 PDE12 PDE4C PDE4D PDE7B PDE9A PDGFRA PDLIM1 PDPN PDXDC2P-NPIPB14P PDZRN3 PEAK1 PELI3 PEX19 PFKFB2 PFKP PFKP-DT PGAP3 PGBD4 PGBD5 PGR PHACTR4 PHB1 PHF12 PHIP PHLDB1 PIGP PIH1D1 PIH1D2 PIK3AP1 PIK3C2A PIK3R1 PIM1 PIPOX PITHD1 PITPNA PKN3 PKP4 PLA2G6 PLBD1 PLCG2 PLD1 PLEC PLEKHA1 PLEKHA7 PLEKHS1 PLIN2 PLK3 PLOD2 PLSCR1 PLXDC1 PMS1 PMVK PNN POLDIP3 POLE3 POLL POLR1A POLR1G POLR2A POPDC2 POU6F2 PPCDC PPFIA1 PPFIA3 PPFIBP2 PPIL2 PPME1 PPP1R12B PPP1R13L PPP1R35 PPP2R2B PPP2R5B PPP6R3 PPRC1 PRADC1 PRCC PRKACA PRKAR1A PRKCI PRMT5 PRMT5-DT PROSER2-AS1 PRPF31 PRPF38A PRPF4 PRPSAP1 PRR11 PRR13P5 PRR14 PRR3 PRSS23 PSD2-AS1 PSD3 PSEN2 PSKH2 PSMA3 PSMA6 PSMB5 PSMC1 PSMC3 PSMD1 PSMD10 PSMD8 PTCD3 PTCH1 PTK2 PTK2B PTP4A3 PUS10 PWWP2A PWWP3A PXN-AS1 PYGM R3HDM1 RAB28 RAB5A RABGGTB RACGAP1 RACK1 RAD18 RAI14 RALGAPB RAMAC RANBP10 RAPGEF4 RAPGEF4-AS1 RARB RASAL2 RASAL2-AS1 RBBP5 RBCK1 RBM24 RBM26 RBM39 RBM41 RBM5-AS1 RCC1 RDH10 RDUR RERE RERE-AS1 REXO5 RFT1 RGMB RGS10 RGS5 RGS8 RHBDD3 RHEX RHOBTB2 RHOC RILP RIOK2 RIPK2 RIPK2-DT RMRP RN7SKP134 RN7SL571P RNA5SP161 RNA5SP21 RNA5SP324 RNA5SP360 RNASE4 RNASEH2B-AS1 RNASEH2C RNF103 RNF125 RNF145 RNF157 RNF167 RNF186 RNF187 RNF220 RNF43 RNU1-8P RNU11 RNU12 RNU2-17P RNU4-40P RNU5A-1 RNU5E-1 RNU5E-4P RNU5E-6P RNU6-169P RNU6-398P RNU6-547P RNU6-704P RNU6-746P RNU7-124P RNU7-195P RNVU1-15 RPAIN RPE RPF1 RPL15 RPL17 RPL17-C18orf32 RPL18A RPL21 RPL21P18 RPL22 RPL22L1 RPL23A RPL27 RPL32P27 RPL32P3 RPL37 RPL7 RPL7AP35 RPL7L1 RPL7L1P8 RPLP0 RPLP0P10 RPLP1 RPN2 RPPH1 RPRD2 RPS11 RPS12 RPS27P16 RPS6KB1 RPUSD2 RPUSD3 RRAS RRN3P1 RSBN1 RTL5 RTN4R RTRAFP2 RUBCNL RUNX1T1 RUNX2 RWDD1 RXRA S100A13 S100Z SAE1 SAMD4B SARS2 SASH1 SATB1 SCHIP1 SCN5A SCP2 SCUBE2 SCYL3 SDCBP SDCCAG8 SDHD SEC23IP SELENOH SELENOP SEMA3A SEMA3C SEMA4B SEMA4F SEPTIN7P13 SERINC5 SERPIND1 SERTM2 SESN1 SESN2 SESTD1 SETD7 SETDB2 SF3B5 SFRP5 SFXN5 SGCB SGPL1 SH2B1 SH2D5 SH3BGR SH3BP4 SH3RF2 SHB SHC1 SIPA1L1-AS1 SIRT2 SIRT4 SKA2 SKIDA1 SLC12A7 SLC12A8 SLC16A1 SLC16A7 SLC22A13 SLC25A11 SLC25A37 SLC25A38 SLC28A2-AS1 SLC2A2 SLC2A8 SLC30A3 SLC34A2 SLC35A4 SLC35B4 SLC35E1 SLC36A4 SLC37A4 SLC38A8 SLC39A1 SLC40A1 SLC44A3-AS1 SLC46A3 SLC4A1AP SLC4A2 SLC4A5 SLC5A1 SLC8A1 SLC9A1 SLMAP SLX4IP SMARCAL1 SMC3 SMG5 SMG7 SMG7-AS1 SMIM10L2A SMIM15 SNAP25 SNF8 SNHG16 SNHG3 SNHG32 SNHG4 SNORA13 SNORA24B SNORD101 SNORD1C SNORD42B SNORD45C SNORD48 SNORD58B SNORD71 SNORD95 SNRPD1 SNRPD3 SNX17 SORBS2 SORD SORT1 SOS1 SOX2-OT SP1 SPARC SPAST SPATA41 SPATC1L SPECC1 SPEG SPICP4 SPINK5 SPIRE1 SPOP SPPL2A SPPL3 SPRED1 SPRTN SPSB4 SRCAP SREBF2-AS1 SREK1 SRGAP2 SRI SRP54 SRRT SRSF5 SSBP1 SSR2 SSR3 ST3GAL3 ST3GAL5 ST3GAL6 ST6GALNAC2 STAG3L3 STARD10 STARD13 STARD4 STAT2 STAT3 STAU2-AS1 STIM1 STK11IP STK40 STRA6 STRIP1 STRN4 SULF1 SUN1 SUPT7L SVEP1 SVIL SWSAP1 SYNPO2L SYVN1 SZRD1 SZT2 TACC1 TACC2 TACO1 TAF11 TAF15 TAF1B TAF6 TANC1 TARBP2 TAX1BP1-AS1 TBC1D19 TBC1D4 TBC1D8 TBC1D9B TBCD TBL1XR1 TBX2-AS1 TCAM1P TCEAL8 TCEANC2 TCF3 TCP1 TCTN1 TDH TEFM TEMN3-AS1 TENM2 TENT5C TENT5C-DT TESK2 TEX2 TFDP2 TFEB TFPT TGFBR2 THAP1 THG1L TICRR TIMM8B TIMM9 TJP1 TLR5 TMCC2 TMCC3 TMED1 TMEM102 TMEM108 TMEM109 TMEM109-DT TMEM144 TMEM167B-DT TMEM200B TMEM202-AS1 TMEM204 TMEM223 TMEM230 TMEM244 TMEM40 TMEM51 TMEM59 TMEM63B TMEM63C TMEM67 TMEM70 TMEM79 TNFAIP2 TNK2 TNKS1BP1 TNNT2 TNPO1-DT TNPO3 TOM1L2 TOMM40 TOP1MT TP53 TP53BP1 TPI1P2 TRA2A TRAJ41 TRAJ50 TRIM11 TRIM35 TRIM5 TRIM55 TRIM7-AS1 TRIP10 TRMT11 TRPM7 TSACC TSC1 TSC22D1 TSC22D4 TSG101 TSNAXIP1 TSPAN3 TSSK6 TSTD2 TTC1 TTC13 TTC21A TTC28 TTC32 TTC32-DT TTC7B-AS1 TTF2 TTLL13 TTN TUBD1 TUFM TUT1 TXN TXNIP TXNL4B UBAC2 UBB UBE2S UBLCP1 UBR1 UBR2 UBXN6 UBXN7-AS1 UFSP2 UGP2 UIMC1 ULK3 ULK4 UNC45B UPF2 UQCC6 UQCRC2 UQCRQ URI1 USO1 USP41 USP45 USP7 UTP15 UTP18 UTP3 UXS1 VAMP2 VAMP4 VARS2 VCPIP1 VGLL4 VIPAS39 VLDLR-AS1 VMAC VMP1 VPS13B VPS13B-DT VPS25 VPS39 VPS39-DT VTA1 VTRNA1-1 WASF1 WASF2 WDFY3 WDFY3-AS2 WDR24 WDR45 WDR6 WDR70 WDR74 WEE2-AS1 WIPF2 WNT5A WRAP53 WWP2 XPC XPC-AS1 XPOTP1 YAP1 YARS1 YIF1A YJU2B YKT6 YOD1 ZBED5 ZBED5-AS1 ZBTB17 ZBTB18 ZBTB4 ZBTB8B ZC3H11A ZC3H15 ZCCHC2 ZCCHC8 ZDHHC4 ZDHHC7 ZFAND6 ZFHX3 ZFP36L1 ZFP90 ZFYVE1 ZFYVE16 ZFYVE26 ZFYVE27 ZMYM4 ZNF112 ZNF143 ZNF146 ZNF197-AS1 ZNF217 ZNF225 ZNF225-AS1 ZNF236 ZNF266 ZNF268 ZNF277 ZNF3 ZNF345 ZNF346 ZNF408 ZNF443 ZNF45 ZNF48 ZNF486 ZNF503 ZNF503-AS2 ZNF542P ZNF565 ZNF56P ZNF608 ZNF613 ZNF614 ZNF622 ZNF672 ZNF678 ZNF687 ZNF688 ZNF724 ZNF763 ZNF764 ZNF773 ZNF785 ZNF79 ZNF790 ZNF815P ZNF827 ZNF862 ZNF879 ZRANB2 ZRANB2-DT ZRANB3 ZSCAN16 ZSCAN22 NKX2_8_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NKX2_8_TARGET_GENES AHNAK ANXA2 ATG101 CALM3 CCDC77 CDCA7L COL4A3 COL4A4 CPSF2 CPSF3 DGAT2 DGAT2-DT DNAJA4 DNAJA4-DT EWSR1 FAM53C FBXL12 FBXO33 GPRIN2 HNF4A ITGB1BP1 KDM5A LINC01342 MDGA1 MYCBP2-AS1 MYL12-AS1 MYL12B NDUFB1 PPP5D1P R3HDML-AS1 RBPJL RHBDD3 RNF38 RPL10P15 SNORA70 SRI SYNC TAFA2 TC2N USP15 WASF2 YWHAZ NKX6_1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NKX6_1_TARGET_GENES ABCB1 ACOT11 ADAP1 ATP5PDP1 BARX1 CD300A CLPS COL6A3 COL6A4P2 DHX40 DNAH10 EFHC1 FBP2P1 FBXO38 GNPTAB IGFBP6 LINC02136 LINC02251 LINC02564 LRRC34P1 MFNG MLPH MYG1 OTUD7A PCGF3 PLCG2 PSMD9 RBPJL RN7SL472P SPACA3 STX8 SYCE1 TOM1 NME2_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NME2_TARGET_GENES ACSF2 ADAT2 ADGRG1 AMOTL2 AMPD3 AMPH APLP1 BASP1 BASP1-AS1 BLK C4orf17 COL11A1 COLGALT2 COLQ CTSK CUX1 DENND4B DUOX1 EMB GABRA1 GAL3ST4 GOLGA6L22 GPHA2 HSPA8P14 HYCC1 IQCE JPH4 KCNAB2 KIAA0319 KIF9 LHX8-AS1 LINC00310 LINC00887 LINC02000 LINC02645 LUZP2 MEF2C-AS1 MMP16 MTRES1P2 MYC NDNF NOX4 NPEPL1 NRG2 NRSN2 NRSN2-AS1 NT5DC4 OPN4 OTOG OTP PGM5P2 PRKG1 PTGES3L RCBTB2 RD3 RNA5S6 SELENBP1 SEMA6A SLC24A4 SLC25A15 SNORD13D SNX16 SOX5 SPATA42 ST8SIA6-AS1 TMEM95 TRBV7-7 TRHR TRPM8 TTC9 TTC9-DT USP30 NOTCH3_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NOTCH3_TARGET_GENES AACS AAR2 ABCA4 ABCC9 ABCD1 ABCD4 ABHD13 ABI2 ABLIM1 ACAA2 ACADL ACADM ACBD6 ACOT11 ACTN1 ACTR3C ADAM28 ADAMTS1 ADCYAP1 ADD1 ADHFE1 ADI1P1 ADIRF ADIRF-AS1 ADISSP ADNP AFDN AFG3L1P AGGF1P8 AGK AHI1 AHI1-DT AKAP7 AKR1D1 ALDH5A1 ALG11 ALKBH2 ALOX12-AS1 AMMECR1LP1 AMZ2 ANAPC15 ANAPC16 ANAPC4 ANGEL2 ANKEF1 ANKRD20A11P ANKRD20A5P ANKRD29 ANKRD36B ANKRD66 ANLN ANP32A ANTKMT ANTXR1 ANTXR2 AP4M1 APEX1 APLF APMAP APOBR APP APP-DT APPL2 AREL1 ARF5 ARFGEF2 ARFIP1 ARHGAP24 ARHGAP40 ARHGAP45 ARHGAP5 ARHGAP5-AS1 ARHGEF7-AS1 ARID1A ARID1B ARL16 ARL2BP ARL2BPP3 ARL5B ARMC10 ARMH1 ARNT ARSG ASCC1 ASPG ASPHD1 ASXL1 ATF6B ATG3 ATG4C ATL1 ATM ATP13A1 ATP1A3 ATP2C2 ATP5MFP1 ATP5PO ATP6V0D1 ATP6V0D1-DT ATP6V0E1 ATP6V1D ATP7B ATP8A2P2 ATP9A ATXN8OS AURKB AZU1P1 B3GALT5-AS1 B3GLCT BACE2 BACE2-IT1 BACH1 BAG3 BAGE2 BARD1 BAZ1A-AS1 BCAP29 BCAP31 BCLAF1 BDNF-AS BID BIRC3 BIVM BIVM-ERCC5 BLCAP BLOC1S2 BMT2 BNIP3P5 BORCS7 BORCS7-ASMT BRD2 BRIX1 BRK1 BRPF3 BRWD1 BRWD1P1 BTBD3 BTBD7 BTF3L4 BTG1 BTG1-DT BTN2A3P C10orf88B C11orf96 C12orf43 C12orf75 C14orf93 C1orf109 C1orf174 C1orf185 C20orf141 C21orf62 C21orf62-AS1 C2orf68 C4orf45 C7orf31 C8orf74 CAB39L CABYR CACNB2 CACYBPP3 CALB2 CALM1 CALM2P3 CALM3 CALN1 CAMK2G CAP1 CAPG CAPNS1 CASP4 CASP7 CAT CBFA2T2 CBR1 CBX3 CCDC102B CCDC137 CCDC146 CCDC169 CCDC169-SOHLH2 CCDC171 CCDC18 CCDC18-AS1 CCDC83 CCDC86 CCDC88A CCDC88C CCDC96 CCNI CCT8 CD163 CD164 CD248 CD28 CD3D CD47 CDC123 CDC20 CDC20-DT CDIPT CDIPTOSP CDK5R2 CDK5RAP1 CDK5RAP3 CDKN2AIPNLP3 CDNF CEACAM21 CELF1 CENPBD1P CENPO CENPT CEP135 CEP192-DT CEP250 CEP250-AS1 CEP295 CEP95 CERS3 CFAP298 CFAP298-TCP10L CFAP61 CGRRF1 CHD1 CHD9 CHEK1 CHKA CHMP3 CHODL CHODL-AS1 CHRNA3 CIART CIRBP CKAP2 CKAP2-DT CLDN10-AS1 CLEC14A CLEC2D CLIC6 CLK2 CLN3 CLTA CMTM3 CMTR1 CNGA1 CNIH2 CNNM1 CNOT10 CNOT4 CNOT9 CNTROB COA4 COL15A1 COLGALT1 COMMD6 COPS4 COQ6 CORO1C COX20 COX4I1 COX5AP1 COX7C CPB2-AS1 CPLANE1 CPNE1 CPT2 CRAT CREB1 CREB3L2 CREB5 CRISPLD2 CRLS1 CRNKL1 CROCC CROCCP2 CRYGN CRYZL1 CSNK1G2 CSNK2A2 CSPG5 CSTF1 CT75 CTBP2 CTR9 CTRL CTSG CUEDC1 CUL5 CXCL16 CYB561 CYP2E1 CYP2F2P CYP2U1 CYP46A1 CYP4A27P DAAM1 DAB2 DBIL5P DBT DCAF17 DCAF5 DCHS2 DCLRE1A DCTD DCTN6 DCTN6-DT DCUN1D5 DDHD1 DDHD1-DT DDI2 DDX39B DDX39B-AS1 DDX42 DDX50 DDX6 DEDD DENND6A DENND6A-DT DGKD DGLUCY DGUOK DHRS4 DHRS4-AS1 DHX40 DHX58 DIAPH1 DLGAP4 DLGAP5 DLST DNAAF2 DNAH7 DNAJC3 DNAJC3-DT DNAJC8 DOCK8-AS2 DONSON DOP1B DPM1 DPP6 DPY19L2P4 DR1 DSCAM DSCC1 DSCR4 DSCR8 DSE DSG1-AS1 DTX1 DTX4 DUSP11 DUSP5 DUT DUX4 DUX4L16 DUX4L9 DYNC1LI1 DYNLL2 DYNLL2-DT DYNLT1 DYNLT3P1 E2F3P2 E2F6 EAPP ECRG4 ECT2L EDRF1-AS1 EEF1G EFCAB14 EFCAB6 EFCAB6-DT EFTUD2 EIF2AK4 EIF2S3 EIF3FP1 EIF4EBP1P1 EIF4ENIF1 EIF5A EIF5A2P1 ELF2 ELMO2 ELMOD2 ELOVL1 ELOVL6 ELP3 ELP4 EML1 EML3 ENKUR ENPP2 ENPP3 ENSAP1 ENSG00000177596 ENSG00000179253 ENSG00000204684 ENSG00000227857 ENSG00000228484 ENSG00000230021 ENSG00000231597 ENSG00000233183 ENSG00000247131 ENSG00000267288 ENSG00000278390 ENSG00000282012 ENTPD1-AS1 ENY2 EPSTI1 ERBIN-DT ERCC1 ERG ERG28 ERICH6B ERVK3-1 ESD ESF1 ESPNP ESR2 ETFBKMT ETS2 ETS2-AS1 ETV1 EVL EXD2 EXOC3 EXOSC8 EXTL1 EXTL3 F8 FAM107B FAM13A-AS1 FAM166B FAM177A1 FAM182B FAM185BP FAM217B FAM245A FAM24B FAM3B FAM91A1 FARP1 FARS2 FBXL13 FBXL3 FBXL5 FBXL8 FBXO21 FBXO3 FBXO48 FBXO6 FBXW4 FCF1 FEM1B FGF14 FKBP4P1 FKTN FKTN-AS1 FLOT1 FNDC1-IT1 FNIP2 FOS FOXN2 FOXP1 FRAT2 FRG1BP FRG1DP FRG1EP FTO FUNDC2 FUOM G2E3P1 GABPA GALNT11 GALNT16-AS1 GART GAS7 GATB GBA1 GCLC GDPD1 GEMIN4 GET1 GGT1 GID8 GJE1 GLB1 GLRX5 GLYATL1 GMEB2 GNA15-DT GNAO1-AS1 GNG10P1 GNG2 GNPAT GOLGA7B-DT GOPC GPR108 GPR137C GPR15LG GPR17 GRAMD4 GRID1 GRM4 GRN GSR GSTO2 GTF2H4 GTSF1L GUCY1A1 GUSBP18 H1-4 H2AC10P H2AZ1-DT H2AZP3 H3-3B H4C16 H6PD HABP2 HACE1 HAUS4 HBP1 HCK HDHD5 HDHD5-AS1 HECTD1 HEG1 HERC3 HERPUD1 HES1 HES4 HEXIM2-AS1 HEY1 HEY2 HGS HIGD1AP14 HINT1 HLA-DMA HLCS HLCS-AS1 HLCS-IT1 HM13 HMGB1 HMGB1P6 HMGB3P22 HMGCS1 HMGN1 HMGN1P2 HMGN1P5 HNRNPA2B1 HNRNPF HOOK2 HOTAIRM1 HPCAL1 HPS4 HS3ST3B1 HS6ST1 HSPA13 HSPA14 HSPA7 HSPD1P7 HTATSF1 HTR5BP HUNK ICAM2 ICAM4 ICE2 IDI1P3 IER3-AS1 IFI27L1 IFIT3 IFNA12P IFNAR1 IFT52 IFT88 IGHV1-14 IGHV2-26 IGHV3-36 IGHV7-34-1 IGHVII-30-1 IGLVIV-64 IGSF5 IKBKB-DT IMMP1L ING3 INO80C INSIG1 INSIG1-DT IPO5 IRF8 ISCA2 ISG15 IST1 ITGA4 ITIH5 ITSN1 JAKMIP3 JKAMP JPH4 KANK1 KAT14 KAT6A KAT6B KATNBL1P6 KCNE1 KCNE2 KCNG3 KCNH3 KCNK15-AS1 KCNMA1 KCNS1 KCTD10 KDM1A KDM1B KDM5A KDM8 KEL KHDRBS2 KIAA1217 KIF13B KIF18B KIF18B-DT KIF20B KIF26A KIF26A-DT KIF4A KIF5C KIFBP KIFC3 KIZ KLHDC4 KLLN KMT5A KRAS KRBA1 KRT26 KRTAP13-6P KRTAP19-10P KRTAP19-2 KRTAP19-3 KRTAP19-5 KRTAP19-7 KRTAP20-2 KRTAP6-2 KRTAP8-1 KTN1 L3HYPDH LACTB2-AS1 LAP3 LATS1 LCA5L LCK LCP1 LDHAL6FP LDHC LDLRAD4 LEF1-AS1 LEPR LEPROT LETM2 LGMN LHPP LIFR-AS1 LIG1 LIG4 LIMCH1 LINC00114 LINC00159 LINC00189 LINC00299 LINC00310 LINC00426 LINC00431 LINC00437 LINC00463 LINC00482 LINC00540 LINC00551 LINC00554 LINC00598 LINC00602 LINC00649 LINC00654 LINC00658 LINC00683 LINC00705 LINC00710 LINC00865 LINC00921 LINC01053 LINC01075 LINC01080 LINC01134 LINC01140 LINC01168 LINC01215 LINC01229 LINC01255 LINC01385 LINC01515 LINC01522 LINC01535 LINC01607 LINC01624 LINC01697 LINC01742 LINC01749 LINC01864 LINC02012 LINC02251 LINC02266 LINC02295 LINC02320 LINC02340 LINC02558 LINC02593 LINC02621 LINC02633 LINC02643 LINC02716 LINC02731 LINC02777 LINC02938 LINC03028 LINC03060 LIPA LITAF LMAN2L LPIN3 LRAT LRCH1 LRR1 LRRC27 LRRC37A6P LRRC4C LRRC59 LRRC61 LRRC63 LRRC8C LRRC8C-DT LRRCC1 LRRFIP1 LRRN4 LSM14B LSM5 LST1 LTA4H LTN1 LYPD5 LYRM4 LZIC LZTFL1 LZTS1 MADCAM1 MADD MAFTRR MAGED2 MAGEH1 MAGT1 MALAT1 MAN1A1 MAP3K3 MAP3K7 MAP3K7CL MAP3K8 MAP4K1 MAP4K5 MAPK1IP1L MAPK6P2 MARK1 MBTD1 MCF2L MCM8 MCM8-AS1 MCMBP ME1 MED10 MED15 MED23 MEG8 MEOX1 METTL13 METTL21A METTL2A METTL8 MFHAS1 MFSD11 MGARP MGRN1 MHENCR MIGA1 MIPEPP3 MIR1302-3 MIR29B2CHG MIR3613 MIR4294 MIR4425 MIR4512 MIR4536-1 MIR4733 MIR520B MIR647 MIR6813 MIR7111 MIR7151 MIR8075 MIR99AHG MLEC MMP24OS MMP25-AS1 MOK MORC3 MORF4L1 MOV10 MROH1 MROH8 MRPL39 MRPL42 MRPL48 MRPL49 MRPS16P2 MRPS17 MRPS30 MRPS30-DT MRPS31P4 MRPS31P5 MS4A14 MS4A7 MSI2 MSMB MST1 MT-ND2 MT-ND6 MT-RNR1 MT-TA MT-TC MT-TE MT-TF MT-TH MT-TI MT-TM MT-TN MT-TP MT-TS2 MT-TT MT-TY MT2A MTA3P1 MTCL1 MTCO3P12 MTF2 MTFR1 MTG2 MTND5P11 MTPAP MTRF1L MTUS1 MUC6 MX1 MYCBP2 MYCBP2-AS1 MYH14 MYH9 MYL4 MYO18A MZB1 NACA NAE1 NANOS3 NAP1L4P3 NAPG NARF NARF-IT1 NAT10 NBPF1 NCAPG NCOR2 NDC1 NDRG1 NDUFA12 NDUFA6 NDUFAF5 NDUFB2-AS1 NDUFB8P2 NEIL2 NEK2P4 NEURL4 NF1 NFKB1 NFYB NGLY1 NHLRC3 NIN NINJ1 NIPSNAP1 NIPSNAP2 NKILA NKTR NLRP13 NMD3 NMNAT1 NOL4L NOLC1 NOP14-AS1 NOPCHAP1 NPAT NPRL2 NRIP1 NRSN2 NRXN3 NSUN6 NUCB2 NUDCD1 NUDT15 NUDT5 NUDT6 NUP153-AS1 NUP210 NUP58 NUP98 NUTF2 OBI1-AS1 OBSCN ODR4 OGA OLMALINC OPA3 OPRK1 OPRM1 OR10H5 ORC3 OSBPL5 OSGEP OTUD6B-AS1 OXCT1-AS1 OXR1 OXR1-AS1 OXSM P2RX1 PA2G4 PABPC1L PAFAH1B2 PAFAH1B3 PAFAH2 PAIP1 PALD1 PAN3 PAN3-AS1 PANK1 PANK1-AS1 PANK2 PAPLN PAPOLA-DT PARGP1 PARP2 PAXBP1 PAXBP1-AS1 PCBD1 PCBP1 PCBP1-AS1 PCCA PCDH8 PCED1A PCNPP5 PCP4 PCSK7 PDE10A PDIA4 PDSS1 PDZD11 PER1 PES1 PET117 PGAM3P PHACTR3 PHF11 PHF8 PHLDB1 PIAS4 PIGG PIGH PIGP PIK3AP1 PIK3R3 PIP4P1 PISD PITRM1 PLAGL2 PLCXD2 PLEKHA2 PLEKHG2 PMEPA1 PMS2CL PNKD PNKP PODN POFUT1 POGLUT3 POLB POLR1F POM121 POMGNT2 POU6F2 POU6F2-AS1 PPIAP11 PPIL4 PPM1A PPP1CC PPP1R26P1 PPP1R2P2 PPP1R2P4 PPP1R3D PPP2R2C PPP2R5C PPP4R1L PPP4R3A PPP5D1P PPP6R3 PRC1 PRCP PRELID3BP5 PRKAR1A PRM1 PRORSD1P PROSER1 PRPF19 PRPF19-DT PRPF4 PSEN1 PSG6 PSMA6P4 PSMC2 PSMG1 PTEN PTER PTGES3P3 PTK2 PTK6 PTPA PTPN3 PTPRK PTPRU PTRHD1 PWWP3A PXMP2 PYM1 R3HDM4 RAB11A RAB11FIP2 RAB30 RAB30-DT RAB3IP RAC1P3 RAD1 RAD51 RAD51B RAD51C RALA RALB RALGAPA1 RALY RANBP3 RAP2A RARS2 RASGEF1B RASSF2 RB1 RB1-DT RB1CC1 RBBP7 RBFA RBM11 RBM12 RBM17 RBM22P2 RBM26 RBM26-AS1 RBM47 RBMS1 RCAN1 RCBTB2 RCOR1 RCVRN RDH10 RDH12 REC8 REEP2 REEP5 REPIN1 REPS1 RETREG3 RFC2 RFC5 RFX8 RGCC RGS17P1 RHOBTB1 RHOT1 RHOT1P2 RHOT2 RILPL1 RIPK1 RN7SKP114 RN7SKP186 RN7SKP34 RN7SL164P RN7SL288P RN7SL491P RN7SL542P RN7SL561P RN7SL575P RN7SL827P RNA5SP194 RNA5SP21 RNA5SP283 RNA5SP29 RNA5SP309 RNA5SP469 RNA5SP484 RNASEH2B RNASEK RNASEK-C17orf49 RNF103 RNF103-CHMP3 RNF123 RNF146 RNF17 RNF182 RNF214 RNF6 RNU6-1107P RNU6-1234P RNU6-1243P RNU6-1257P RNU6-290P RNU6-436P RNU6-759P RNU6-782P RNU6-8 RNU6-836P RNU6ATAC34P RNVU1-2 RNY1P3 RNY3 RNY4P14 ROM1 RORA-AS1 RPGRIP1L RPH3A RPL11 RPL12P3 RPL13AP3 RPL23AP12 RPL34 RPL34-DT RPL35P9 RPL38 RPL39 RPL39P25 RPL7 RPN2 RPRD1A RPRD1B RPS23P6 RPS28P1 RPS29 RPS4XP16 RPS6KA5 RPS6P23 RPSAP1 RPSAP64 RSPH3 RTCA RTCA-AS1 RTKN RUBCNL RUNX1 RWDD2B RWDD3 RWDD3-DT SAMD4B SAP18 SAT1 SAT1-DT SATB1 SCAND1 SCARNA13 SCARNA17 SCGN SCN9A SCTR SDCBP SDR39U1 SEC13 SEC22C SEC23A SEC31A SEC61A1 SECISBP2 SELENBP1 SELENOOLP SELENOP SEPTIN7 SEPTIN9 SERBP1P6 SERGEF SERTAD3 SERTAD3-AS1 SETD4 SETDB2 SEZ6L2 SFI1 SFR1 SGIP1 SH2D6 SH3BGR SH3KBP1 SH3TC1 SHD SHISA2 SIDT1 SIMALR SIRPB2 SIRPD SKA3 SLA2 SLBP SLC16A12 SLC17A9 SLC1A4 SLC20A2 SLC22A2 SLC23A2 SLC25A30 SLC31A1 SLC35A5 SLC35F4 SLC35F5 SLC37A3 SLC37A4 SLC39A8 SLC40A1 SLC45A1 SLC46A3 SLC47A1 SLC4A4 SLC7A5P2 SLC8B1 SLC9A8 SLCO4A1 SLCO4A1-AS2 SLF2 SLFN12 SLX4 SMAD3-AS1 SMAD4 SMARCA5 SMG1P2 SMG1P3 SMG9 SMIM13 SMURF2 SND1 SNHG10 SNHG11 SNHG15 SNHG22 SNHG31 SNHG32 SNHG5 SNORA71E SNORD116 SNORD35B SNORD48 SNORD50B SNRNP40 SNRNP70 SNUPN SNX14 SNX16 SNX19P4 SOCS4 SOD1 SON SORBS1 SOX1-OT SOX6 SPAG16 SPAG16-DT SPATA2 SPATA5 SPATA7 SPATS2L SPECC1 SPECC1-DT SPHK1 SPIDR SPINT1 SPOCD1 SPOP SPTAN1 SRC SRP54 SRP54-AS1 SRRD SRRM1 SRSF5 SRSF6P2 SSH2 SSX2IP STAM STAM-DT STAM2 STARD3 STAT3 STK17B STN1 STRADB STRIP2 STRN3 STT3A STX18 STX18-AS1 SUB1 SUGT1 SUGT1-DT SULT1A1 SUPT20H SUSD4 SYMPK SYNE2 SYNJ1 SYS1 SYS1-DBNDD2 SYT5 SYTL3 SZT2 TACC1 TADA2B TAF1 TAF3 TAF6L TAGAP-AS1 TASP1 TBC1D32 TBCD TBL3 TBRG1 TCAF1 TCF4 TCF7L2 TCOF1 TCTN1 TDRD3 TEX10 TEX14 TEX29 TEX30 TFDP2 TGFB3 TGM5 THADA THAP1 THAP9 THAP9-AS1 THNSL1 THOC1 THOC1-DT THOC5 TIAM1 TIMM23 TIMM9P2 TLDC2 TLK1 TLK2 TLR9 TM7SF2 TMC6 TMED10 TMED5 TMEM106A TMEM116 TMEM123 TMEM135 TMEM141 TMEM150B TMEM175 TMEM230 TMEM241 TMEM263 TMEM263-DT TMEM272 TMEM50B TMEM86A TMEM91 TMIGD3 TMOD4 TMPPE TMPRSS15 TMPRSS2 TMX3 TMX4 TMX4-AS1 TNFRSF19 TNFRSF4 TNKS2 TNKS2-DT TOGARAM1 TONSL TOP1MT TOX2 TPD52L2 TPM2 TPMT TPR TPT1P1 TPX2 TRADD TRAK2 TRAM1 TRAPPC1 TRBV8-1 TRBV8-2 TRIM5 TRIM7-AS2 TRIM9 TRIP10 TRPM8 TSPAN4 TSPYL1 TTC3 TTC3-AS1 TTC33 TTC39A TTI1 TTLL4 TTLL5 TUBA1A TUBG1 TUBGCP3 TUBGCP4 TXLNB TXNDC12 TXNDC16 TXNIP TYMS TYMSOS TYW1B UBAC2 UBAP2 UBE2H UBE2H-DT UBE2L3 UBE3D UBE4B UBN1 UFL1 UFL1-AS1 UGGT2 UNC79 UNKL UQCC1 UQCRC2 URB1-AS1 USP17L18 USP25 USP37 USP39 USP40 USPL1 UTP18 VAC14 VAMP2 VANGL1 VARS2 VASH1 VIP VN1R87P VPS13A-AS1 VPS13B VPS13B-DT VPS16 VPS26C VPS36 VWA3B VWA8 VWA8-AS1 VXN WAC WAC-AS1 WAKMAR2 WARS1 WARS2-AS1 WASH2P WASH3P WASHC4 WBP1 WBP2 WDFY2 WDFY4 WDHD1 WDR1 WDR19 WDR27 WDR31 WDR91 WDTC1 WIPF1 WNT2B WNT8A WWC3 WWP2 XKR5 XKR7 XPO6 XPO7 YAP1P1 YPEL1 ZAP70 ZBED3 ZBED3-AS1 ZBTB17 ZBTB18 ZBTB26 ZBTB46 ZC3H13 ZC3H14 ZC3H15 ZC3H18 ZC3HC1 ZCWPW1 ZDHHC13 ZDHHC14 ZFAND4 ZFC3H1 ZFHX2-AS1 ZFP69B ZFP90 ZGRF1 ZHX3 ZMYM4 ZNF101 ZNF121 ZNF133-AS1 ZNF155 ZNF16 ZNF19 ZNF217 ZNF219 ZNF225 ZNF225-AS1 ZNF235 ZNF256 ZNF260 ZNF263 ZNF276 ZNF280C ZNF280D ZNF283 ZNF299P ZNF32 ZNF343 ZNF365 ZNF460 ZNF460-AS1 ZNF544 ZNF548 ZNF573 ZNF582 ZNF582-DT ZNF606 ZNF624 ZNF653 ZNF672 ZNF679 ZNF732 ZNF775 ZNF821 ZNF839 ZNF846 ZNFX1 ZSCAN25 ZSWIM9 NPAT_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NPAT_TARGET_GENES ADGRF3 AKTIP ANGEL1 ANKRD24 ANKRD26 AP4E1 ARHGEF37 ARMC6 ARMT1 ARPC2 ARRDC1-AS1 ASPSCR1 ATP5MC3 ATP6V0E2 ATP6V0E2-AS1 BLOC1S4 BNIP3 BOLA1 C10orf88 C10orf88B CANX CATSPERD CBX5 CCDC12 CCDC7 CD320 CDC42EP4 CDC7 CDK12 CEP250 CGREF1 CHCHD4 CHD1 CHD1-DT CHMP7 CISD1 CKLF CKLF-CMTM1 COG3 COPS7A CORO7 CPLANE2 CROCCP2 CSNK1A1 CXorf38 DAGLB DEDD2 DNAJA3 DPF2 EEF1AKMT1 EHMT1 EID2B EIF3E EMC10 ENDOV ENSG00000170846 ENTPD6 EXOC8 FADD FAM220A FAM222B FAM24B FAM98A FBRS FGFR1OP2 FUT8 FUT8-AS1 FXR2 GARIN5A GDF5 GLG1 GNB1L GNPDA2 GPI GPRC5D-AS1 GTF3A H1-2 H1-4 H2AC11 H2AC12 H2AC13 H2AC14 H2AC16 H2AC17 H2AC20 H2AC21 H2AC4 H2AC6 H2BC11 H2BC12 H2BC13 H2BC14 H2BC16P H2BC17 H2BC18 H2BC21 H2BC4 H2BC5 H3C1 H3C10 H3C12 H3C2 H3C4 H4C1 H4C11 H4C12 H4C16 H4C2 H4C3 H4C4 H4C5 H4C8 HINFP HINT1 HMGB3P22 HNRNPA1 HNRNPL HP1BP3 IFNAR1 INKA2 INTS13 IQCC IRGQ ITFG2-AS1 JMJD4 KDM3A KHDRBS1 KIF3B LARS2 LINC02482 LINC03014 LINC03015 LIPT2 LIPT2-AS1 LONP1 LRRC27 LSM7 MAN1B1 MAN1B1-DT MCRS1 MIR1289-1 MIR3143 MIR5696 MIS18A MLST8 MOK MORN5 MRNIP MRNIP-DT MRPL45 MRPL45P2 MRPS14 MST1P2 MTCH2 N6AMT1 NAGK NANS NAPG NBPF1 NCAPD3 NDEL1 NDUFA11 NDUFA8 NPRL3 NUP93 NUP93-DT NVL PABIR1 PAGR1 PAIP2 PDRG1 PGS1 PHF12 PHF23 PHF8 PIPOX PITPNB POLA2 POLD3 POLR2M POU2F1 POU2F1-DT PPP6R1 PREB PRELID2 PRELID3B PRKAB2 PRKRIP1 PRPF31 PRPF40B PSTK PVR RAB18 RAB35 RAB35-AS1 RANBP1 RANBP3 RANBP3-DT RBM17 RFX2 RMND1 RNF149 RNF19B RNF213-AS1 RPL27 RPL36 RPP38 RPP38-DT RPRD2 RPS6KB1 RRP1 RTL10 RTRAF SAMD1 SAYSD1 SCAF11 SCML1 SDCBP SEC61G SEC61G-DT SELENOI SIN3B SIRT6 SLC2A11 SMAD5 SMARCA4 SMG5 SNAP23 SNAP47 SNORA14B SNX1 SPPL2B SPRTN SRRM5 SRSF10 SSR3 STK32C SUGP2 TFPT THAP7 THAP7-AS1 THOC3 TIMM13 TK2 TMEM141 TMEM250 TMEM43 TMEM79 TOLLIP TOLLIP-DT TOMM20 TRMT2A TTC28-AS1 TUBD1 TXNL1 UBE2F UBE2F-SCLY UBE2V1 UPF2 VAPB VDAC3 VMAC VPS26B VPS51 VRK3 WDR43 WWP1 XRCC5 YEATS4 ZBTB17 ZBTB40 ZC3H8 ZDHHC5 ZNF106 ZNF12 ZNF248 ZNF248-AS1 ZNF473 ZNF576 ZNF875 NPM1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NPM1_TARGET_GENES ABCD4 ACTB ACTG1 ADGRE5 ADNP ADPRS AGAP3 AKAP11 ANAPC2 ANKRD46 AP5Z1 ARHGAP45 ARHGEF1 ARL14EP ATN1 ATP9B ATXN1L ATXN2L AURKAIP1 AXIN1 BANP BNIP3L BRIX1 BYSL C18orf25 CACYBP CAMSAP2 CASP9 CCDC90B CCDC90B-AS1 CDC25B CDK12 CDKN2AIPNL CENPB CENPT CEP95 CERNA3 CHPF2 CIAO3 CIPC CLASP1 CLEC11A CNOT8 CNP CNST COA1 COASY COG8 COPA COPS5 COPS8 COPS8-DT CORO7 COX4I1 COX7A2 CREB3 CSPP1 CTDSP2 CUEDC2 CYB5D1 CYP1A1 DDX5 DENR DHX30 DIDO1 DNAJA3 DNAJB11 DNAJB4 DNAJC16 DNAJC7 DPY19L4 DUSP12 EEF1AKMT2 EEF2 EFCAB7 EIF3G EIF5 EIF5A EMC8 EMD ENSG00000280424 EPC1 EPC1-AS1 ERCC1 ERCC6L2 ERCC6L2-AS1 ERGIC2 ERLIN2 FAM86B3P FCHSD2 FEM1C FIS1 FNTA FRS3 FUBP1 GATC GFUS GGA1 GIPC2 GLI4 GNAI1 GOLGA7 GOT2 GRK4 GTF3C5 GTPBP3 H3-3B HDAC6 HDLBP HENMT1 HGSNAT HIF1AN HNRNPH3 HNRNPUL1 HOTTIP HOXA9 HOXB5 HOXB6 HSF2BP HSPA4 HUWE1 IDH3B IDH3B-DT IFRD1 IFT80 ILK INTS4 IREB2 IRF2BP1 IST1 ITGB3BP JADE2 JRK KCTD5 KDM1A KDM3B KIFC2 KLHL21 KLRG1 KMT5A KRTCAP2 LINC00938 LINC01347 LINC02642 LINC02980 LOC100505915 LRSAM1 LZIC M6PR MACO1 MAP3K7 MAPK14 MARCHF10 MCRIP1 MDC1 MED20 MED22 MEF2A MELTF-AS1 MFSD3 MIR320A MIR3619 MIR4638 MIR6853 MKKS MOSPD3 MPV17L MRGBP MRPL57 MRPS33 MSL2 MTCO3P12 MTIF2 MYCBP2 MYLIP MYO15B NAA38 NARS1 NCBP3 NCSTN NDUFB7 NEK4 NFATC3 NIFK-AS1 NIP7 NLE1 NMNAT1 NOL9 NOM1 NOP14 NUP155 NUP214 ORC5 P2RX4 PCBP2 PCM1 PCNP PFDN5 PHIP POLDIP2 POLQ POLR1H POLR1HASP POLR3C POLR3D PPIA PPIL4 PPP1R12A PPP4R1 PPP4R1-AS1 PPP4R3B PPP4R3B-DT PRKAB2 PRPF8 PRPSAP1 PSCA PSMD6 PUF60 R3HCC1 RAD1 RAG1 RAI1 RBM25 RBM39 RBPJ RCOR1 RINT1 RNA5SP155 RNA5SP473 RNF115 RNF167 RO60 RPL10 RPL10A RPL12 RPL18 RPL27A RPL37A RPL37A-DT RPL7A RPS11 RPS19 RPS20 RPS3A RPS7 RPS8 RRN3 RRP1B RRP8 S100A6 SATB1 SATB2 SCARNA2 SCYL3 SDAD1P1 SEM1 SEPTIN1 SEPTIN2 SEPTIN7 SEPTIN7-DT SF3A3 SH2B1 SKA3 SLC25A11 SLC30A6 SLC30A6-DT SLC35D1 SLC38A1 SMC4 SMG7 SMG7-AS1 SNHG11 SNHG12 SNHG16 SNHG17 SNHG25 SNHG8 SNORA16A SNORA24 SNORA44 SNORA50C SNORD104 SNORD46 SNORD54 SNORD55 SNRPE SP3 SPHK2 SRRM3 SSNA1 SSRP1 STUB1 SUMO1 TAS1R1 TBC1D12 TBCCD1 TBPL1 TCF3 TEX261 TFB2M TGOLN2 THOC1 THOC1-DT TIMM10 TIPIN TLN1 TMEM18 TMEM199 TMEM209 TMTC4 TNIP2 TNPO2 TOMM22 TOMM22-DT TOR1AIP1 TRAF6 TRIAP1 TRIM41 TRIM46 TRIM52 TRIM52-AS1 TUBGCP5 TUFM UBE2J2 UBXN6 UCHL5 UPF3A USB1 USP22 VAV1 VRTN VSIG10 WDR1 WDR43 WDR5B WDR5B-DT WDR70 YBX1 YLPM1 YOD1 YTHDF2 ZCCHC4 ZFP62 ZFTRAF1 ZKSCAN5 ZNF202 ZNF23 ZNF250 ZNF251 ZNF319 ZNF35 ZNF367 ZNF398 ZNF410 ZNF445 ZNF48 ZNF497-AS1 ZNF629 ZNF787 ZNF79 ZSCAN12 ZSCAN25 ZZZ3 NR0B1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NR0B1_TARGET_GENES ABCC3 ACTB AGTPBP1 AIFM2 AKT3 ALG5 AMOTL2 ANKRD18DP ANKRD40 ANTKMT AP5S1 ARHGEF40 ARID5B ARL5A ATAD1 ATXN2 ATXN2-AS AVPI1 AXL B4GALT7 BCL3 BCL9 BHLHE40 BOLA3 BOLA3-DT CA2 CA3-AS1 CAPN2 CAPS2 CASC11 CASTOR3P CBX3 CCDC57 CCDC88A CCNL1 CD109 CD109-AS1 CD226 CD55 CD63 CD63-AS1 CDC42BPA CDC73 CERS2 CFAP20 CFL1P1 CHML CHMP6 CIB2 CLN6 CLTC COG2 CPNE2-DT CRB1 CRTC3 CT70 CTBP2 CTDSP1 CTH CXCL2 CYP2E1 CYREN DDIT4 DDX55 DEDD DENND3 DLEU2 DNAH2 DOCK7 DOCK7-DT DPP10 DPP10-AS1 DPY19L4 DRAIC DRAM1 DTNA DTWD1 DUS1L DUSP1 E2F3 EDC4 EEIG2 EFHD2 EFHD2-AS1 EIF2D ENAH ENO3 ENSG00000237461 ENSG00000249738 ENSG00000251314 EP400 ERLIN1 ETFA ETV4 EVA1C EXD3 EXOSC3 FABP5P3 FAM171A2 FAM227B FAM241B FAM98B FLOT1 FNBP1L FNBP1P1 FRA10AC1 FZD5 GAS5 GDF15 GEMIN7 GLP2R GMFB GNB2 GOLGA1 GPAT3 GPRC5A GUSBP18 H2BC26 HECTD1 HIPK3 HM13-AS1 HR IAH1 IBA57 IBA57-DT ID1 ID2-AS1 IDH1 IDH1-AS1 IDH3A IER2 IER3-AS1 IGF1R IGF2BP3 IKBKG IL12B IL6ST IL6ST-DT INTS15 IRAIN IRF2 IRF2-DT IRF2BP2 IRS2 ISG20 ISG20L2 JMJD4 KANK2 KAZALD1 KCNH1 KCNH1-IT1 KCTD10 KCTD18 KCTD3 KIF21A KIF9-AS1 KLF10 KMT2A KMT2C KMT5B LGALS3 LINC00677 LINC00963 LINC01508 LINC01600 LINC01686 LINC02288 LINC02289 LINC02742 LINC02846 LINC03033 LMNB1 LMNB1-DT LNCATV LNCOC1 LNPEP LONRF1 LPCAT3 LPGAT1 LPGAT1-AS1 LPIN1 LRFN4 LSM14B MAF1 MALAT1 MAN1A2 MAN2C1 MAP2K3 MAPK1IP1L MARK4 MBD6 MED13L MEF2A MEMO1 MET METTL21A METTL25B MID1IP1-AS1 MIR193BHG MIR5188 MLYCD MOB4 MTMR10 MYC NAMPT NAMPT-AS1 NCBP3 NCOA2 NCOA3 NELFB NEMP2 NEMP2-DT NFATC1 NFE2L2 NFIB NFKB2 NFKBIA NMNAT2 NOL4L NOTUM NOXA1 NR0B1 NR2F1 NR4A1 NR4A2 NRG1 NSFL1C OPN3 OSMR OSMR-DT OTUD7B P4HA2 PACSIN3 PBX1-AS1 PCAT6 PCBP1 PCBP1-AS1 PDE4D PDK4-AS1 PFN1 PFN2 PHKA2 PIAS3 PID1 PIK3R1 PITPNC1 PLAGL2 PLD1 PLEKHM3 PLXNA2 POFUT1 POLE PPARG PPP1R3C PPP1R3E PPP2R5A PPP3CB-AS1 PRELID2 PRKAR2B PRKCH PRKY PRSS23 PSMD3 PSMF1 PTGR3 PTMA PTPA PTPN11 PTPRG PVT1 PXMP2 PYCR2 PYGO2 RABGGTA RARA RB1 RB1-DT RCOR1 RCOR3 REEP5 RERE RFESD RGS2 RHOBTB1 RHOBTB3 RHOT2 RNU6-304P RPH3AL RPL6 RSAD1 RTRAF RUFY2 RUVBL1 S100A2 SAMD11 SAMD4A SCAMP5 SDK1 SEC11A SEMA3D SEMA3E SEMA4B SEMA6D SERPINB1 SET SETD2 SGO2 SHANK2 SHARPIN SIK2 SKIDA1 SLC1A4 SLC22A4 SLC25A20 SLC25A45 SLC25A6 SLC48A1 SLC7A5P2 SMAD3 SMAD3-DT SMAD5 SMAD6 SMG1P3 SNAP47 SNHG28 SNHG7 SOCS3 SOCS3-DT SOCS5 SRC SREBF1 SRRM2 SRRM2-AS1 SSBP2 STAU2-AS1 STK35 SUZ12P1 SYNRG TAF5L TAGLN2 TBC1D13 TBL1X TBL1XR1 TDRD7 TFAP4 THEM6 TMEM100 TMEM144 TMEM222 TMEM37 TMSB10 TNFAIP2 TNFAIP3 TOB1 TOB1-AS1 TPK1 TPRA1 TRIB1 TRIB3 TSEN15 TUBB4B UBC UBE3B UNC5A UNC5B UPF3A UPP1 URB2 USP3 USP9X VMP1 WASL WASL-DT WHAMMP2 ZBTB37 ZBTB38 ZMIZ1 ZNF217 ZNF767P NR1D1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NR1D1_TARGET_GENES AMDHD1 AMZ2P1 AP3B1 APBA3 APC ARHGAP12 ATRAID BANP BRD2 BTG2 BTG2-DT C17orf80 C2orf68 C4orf33 C6orf120 CA5BP1 CCDC38 CCNH CFDP1 CMTR2 CRELD1 CTSO DDX1 DENND2D DLGAP1-AS1 EEF2K EIF2S2 ELP3 EMG1 ERCC8 FAM104A FAM13B FAM13B-AS1 FAM222B FBXL8 GBP1P1 GPATCH11 GPATCH8 H2AC20 H2AX H2BC21 HCFC1R1 HCG14 HEATR5B HLA-DMA HNRNPC HYCC2 ID2-AS1 IKBKB IKBKB-DT INTS13 INTS4 IQCH IST1 JUP KATNB1 LINC-PINT LINC01232 LRRC40 MARCOL MBOAT7 MELTF MRPL1 MRPL54 MTCO3P12 MYCL MYL12B NAPB NCBP3 NDUFAF2 NDUFB3 NKIRAS2 NNT NNT-AS1 NOLC1 NSMAF PCNA PHB2 PIK3R1 PNPT1 PSMB9 PSMG1 QTRT1 RBM4B RFX1 RICTOR RNU6-502P RPS15 RRM2B RRP15 SCLT1 SLC11A2 SLC25A12 SLC26A11 SNORA73B SP4 SRSF11 ST7-AS2 TAFA2 TAMM41 TBC1D12 TBC1D5 TMEM177 TMEM232 TNRC6B TRA2B TRADD TRAF3IP2 TSEN34 UBR5-DT ULBP3 USP15 USP39 UVSSA VPS26C WDR27 WWP2 YJU2 ZMPSTE24 ZMPSTE24-DT ZSCAN21 NR1H4_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NR1H4_TARGET_GENES AADAT ABCB11 ABI2 ACIN1 ACKR2 ACTN1 ACY1 ADH1A ADH1B ADSS1 AGPAT3 AGT AGXT AJUBA AKT1S1 ALDH2 ALDH3A2 ALDOC ALG1L1P AMBP ANG AOC4P APBB3 APOA2 APOL3 AQP7 ARHGAP44 ARHGEF2 ARHGEF2-AS1 ARNT ASPDH ATG10 ATP6V0C B9D1 BAD BATF BAZ1B BCAR3-AS1 BICDL1 BRINP2 C19orf12 C1QTNF6 C1orf21 C1orf226 C22orf39 C2CD3 C3 C3P1 C4orf19 C8G CA14 CA5A CAPN15 CAPN2 CAST CCNL1 CCPG1 CDC26 CDC34 CDH23 CDK5RAP2 CELSR1 CES3 CFB CFDP1 CGNL1 CHKA CHKA-DT CHPT1 CIBAR1 CIBAR1-DT CIC CLMN CLPTM1L CNPY1 COL4A2 COLCA1 CPB2 CPSF3 CPT2 CRIP2 CRKL CSAD CTNS CYB5A CYFIP2 CYP2D6 CYP2E1 CYP3A43 CYP4F3 DALRD3 DAPK1 DAPK2 DCAF11 DDIT4 DEAF1 DIXDC1 DMGDH DOCK6 DRAIC ECH1 ECHDC2 EFHD1 EFNA1 EHD1 EIF1 EIF2B4 ELF3 ELF3-AS1 ELFN1 ELP2 ENSG00000187186 ENSG00000199566 ENSG00000213963 ENSG00000271776 EPDR1 EPHA1 ERICH6 ETNK2 ETS2-AS1 EXOC3L4 FAM149A FAM72B FASN FBXL19 FBXW5 FCAMR FLNA FLNB FLVCR2 FNDC5 FRMD6 FTCD G6PC1 GCGR GCK GCKR GGA1 GIT2 GLS2 GLYATL1 GLYCTK GLYCTK-AS1 GPLD1 GPR84-AS1 GPRC5C GREB1L GREB1L-DT GSAP GUCD1 HBS1L HDDC2 HEG1 HINT2 HIRA HLA-F-AS1 HMGB1P8 HORMAD2 HORMAD2-AS1 HPN HPS1 HRCT1 HRG HRG-AS1 HSD17B2 HSD17B3-AS1 HSPB1 IBTK ICAM1 IFT122 IFT140 IKBKG INHBE INS-IGF2 IQGAP2 ITGB1BP1 ITGB5 ITIH3 ITSN2 JUP KDM8 KLF13 KMT2A KNG1 LACTB2-AS1 LEAP2 LGI4 LINC00222 LINC00574 LINC01151 LINC01213 LINC01485 LINC01588 LINC01639 LINC01702 LINC01864 LINC01978 LINC02015 LINC02363 LINC02579 LINC02976 LINC02989 LNC-RHL1 LNCATV LPCAT3 LRIG2 LRIG2-DT LRRC49 LRRFIP2 LTBP1 LTBP3 MAB21L3 MAP3K8 MAPKAP1 MASP1 MASP2 MBD4 MCC MFSD1 MFSD2B MGAT4B MGC32805 MICE MIR100HG MIR191 MIR6735 MLF2 MLH3 MNT MOV10L1 MPC1 MPC1-DT MPDZ MPRIP MPRIP-AS1 MPST MROH7 MRPL18 MT2A MTOR MVD MYL11 MYO18A NABP1 NAT8 NBPF1 NBR1 NDRG2 NDST1 NDUFA6-DT NDUFAF3 NFIC NFKBIA NFYC NFYC-AS1 NOP14-AS1 NOS1AP NOTUM NQO2 NQO2-AS1 NR0B2 NRL NRP1 NT5DC3 NTAN1 NTHL1 PDIA5 PECR PFKFB1 PHKA1 PHYH PIERCE2 PITPNA PITPNM1 PLA2G6 PLCG2 PLEC PLG PLIN4 PNPLA6 POLN POR POU2AF3 PPARGC1A PPAT PPME1 PPP2R1B PRKCA-AS1 PRODH2 PROK1 PRPF4 PSENEN PTMS PTP4A2 PTPA PTPRM PTPRN2-AS1 PTRH2 PYROXD2 RBM23 RBP4 REXO4 RGS3 RILP RN7SKP296 RN7SKP8 RN7SL435P RNA5SP334 RNASE4 RNF111 RPL37AP1 RPL39P5 RPL39P6 RPL7P41 RPS20P32 RTP3 SAA1 SARDH SDC1 SEC14L2 SELENBP1 SELENOO SERGEF SERPINA1 SERPINB9P1 SERPINC1 SH3D19 SH3YL1 SHPK SHTN1 SLC10A1 SLC16A1 SLC16A1-AS1 SLC25A18 SLC27A3 SLC27A5 SLC29A1 SLC35A4 SLC35E3 SLC39A6 SLC43A1 SLC43A3 SLC51B SLCO2B1 SLIT1 SMG1P5 SMG1P7 SMPD1 SNAI3-AS1 SNX17 SNX3 SNX31 SPAG5-AS1 SPATA1 SPATA20 SPG21 SPIN1 SREBF1 SREBF2 SRGAP2C STK40 SUMF2 SUSD1 SYBU SZT2-AS1 TACC2 TAF6L TAGLN2 TAT TBC1D10B TBC1D17 TCAP TCEA2 TCF7L2 TCP1 TDO2 TGFBI TIE1 TM4SF4 TMBIM1 TMBIM6 TMED9 TMEM220 TMEM250 TMEM63A TMEM8B TMPRSS6 TNIP1 TNS1 TNS2 TOM1 TOP1MT TPPP2 TPRG1-AS1 TPST2 TRAM1 TRIM4 TSG101 TSSC4 TTC30A TTC7B TUBE1 TXNDC5 U2AF1L4 U2SURP UBAC2 UBAC2-AS1 UBC UGT2B10 UGT2B27P UGT2B4 UHRF1BP1L-DT UROC1 UST VKORC1 WSB2 XRCC4 ZFP64 ZMIZ2 ZNF175 ZNF30 ZNF30-AS1 ZNF444 ZNF512B ZNF780B ZNF815P ZNHIT1 ZSCAN5A ZSCAN5A-AS1 NR1I2_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NR1I2_TARGET_GENES ABCC3 ACAD10 ACAT2 ADPGK ADPGK-AS1 AGBL5 AGBL5-AS1 AGPAT1 AGPAT3 AHNAK AK2 ALCAM ALDH2 AMACR AMPD2 ANG ANXA2 AP2A1 AP2B1 ARIH1 ARL6IP1 ARMH3 ARPC1A ASAH1 ASAH1-AS1 ASB7 ASCC3 ASNS ASXL2 ATMIN ATP5MC2 ATP5ME BNIP2 BOK BRI3 BUD31 C12orf60 C17orf97 C2CD4A C5orf34 CASD1 CCAT2 CCDC103 CCDC107 CCDC15 CCNI2 CCNT1 CDCA3 CDK12 CEP85 CFAP68 CHCHD3 CHMP3 CKAP2 CLN5 CLN6 COA4 COPS7A COPZ1 COX18 CPSF7 CRAT CSRP2 CTSH CXXC1 CYB561D2 CYP51A1-AS1 DAGLB DDR1 DDX21 DDX23 DDX39A DESI1 DGKA DHCR7 DHCR7-DT DIP2A DLL4 DMAP1 DNAAF10 DNAJB12 DNAJC2 DPP8 DR1 EBAG9 EEF1A1 EFCAB5 EFTUD2 EID1 EIF2AK4 EIF2B5 EIF2B5-DT EIF3J EIF3J-DT EIF4E EMC9 ENC1 ENO1 EPS8 ERVK3-1 ESYT2 ETFA FAM114A2 FAM135A FAM187A FAM200B FAM210A FAR1-IT1 FBXL5 FBXO38 FBXO42 FDXACB1 FEN1 FOXM1 GANC GARS1 GAS5 GMEB2 GPA33 GTF2A2 GTF2H4 GTF3C6 H2AZ2 H2AZ2-DT HBP1 HEXA HEXA-AS1 HEXIM1 HINFP HIPK1 HIPK1-AS1 HMGCR HOMER1 HSP90AB1 HYAL3 IDNK IFNAR1 IL5 IMPDH1 INO80 INTS14 ITFG2 ITFG2-AS1 KANSL1 KCTD21 KDM1A KLHL35 KMT2E KMT2E-AS1 LACTB LARP4 LENG9 LIMA1 LINC-PINT LINC01671 LINC02029 LLPH-DT LNCATV LNCTAM34A LOC105371430 LPCAT4 LRRC14 LSM8 MAN2C1 MAP3K5 MAPKAPK5 MAPKAPK5-AS1 MAPKBP1 MARCHF3 MCMBP MEPCE MEST METTL7B MFAP3 MFSD5 MHENCR MIR1284 MIR4482 MIR4727 MLST8 MPI MRPL11 MRPL36 MRPS21 MRRF MTCH2 MYG1 MYL5 NAA80 NAP1L4 NAT10 NAXE NBN NCAPD3 NCBP2 NCBP2AS2 NFE2L3 NFIX NLN NME1 NPRL2 NUP205 NUP214 OSBPL2 PABPC1 PAGR1 PAICS PARP6 PCBP1-AS1 PDAP1 PEX5 PEX6 PLAUR PNO1 POLDIP3 POLR2A POLR2M POU2F1 PPAN PPAN-P2RY11 PPAT PPIA PPM1K PRANCR PRDM4 PRH1 PRR4 PSMB7 PSMC2 PTPA PTPN23-DT PTRHD1 PUS1 PUS1-AS1 RAB18 RAB5IF RAB7A RACGAP1 RAD50 RAD51 RAP1A RAPGEF6 RBM17 RBM22 RBM33 RBM33-DT REEP5 RETREG3 RHNO1 RHOA RIMOC1 RN7SKP193 RN7SL1 RN7SL525P RNASE4 RNF6 RNMT RNU12 RNU6-92P RPL8 RPLP1 RPS19BP1 RPS27L RPS29 RPS6KB1 SAP30BP-AS1 SAYSD1 SCARB1 SEC23IP SELENOH SFR1 SGO2 SHC4 SIM2 SIN3A SIRT2 SLC12A2 SLC12A2-DT SLC12A9 SLC12A9-AS1 SLC20A1 SLC24A1 SLC25A12 SLC2A1 SLC35E3 SLC37A3 SLC38A1 SLC3A2 SLC6A9 SLC9A4 SMIM30 SNHG1 SNHG21 SNORA9 SNORD25 SNORD26 SNRNP35 SNRPCP3 SPEF2 SRGAP1 STN1 STOML2 TAS2R14 TCTA TECPR1 THUMPD3 TIGD4 TMC3-AS1 TMEM131 TMEM14A TMEM39A TMEM87A TNFAIP8 TOMM7 TOPBP1 TP53BP1 TPM1 TRBV8-2 TRIM28 TUBD1 TUBG1 TUFT1 TULP3 UACA UBE2H UBE2H-DT UBE2M UBE3A UBQLN1 UBQLN1-AS1 USP35 USP45 USP5 VDR VPS13B-DT VPS26B VPS45 WAPL XRCC6 YBX3 YEATS2 ZBTB4 ZC3H14 ZCWPW1 ZFYVE27 ZNF250 ZNF609 NR2E3_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NR2E3_TARGET_GENES ADPGK-AS1 APBB3 ATPSCKMT EPS8 FAM20B KANSL1 PPIB SLC35A4 STX7 XPNPEP1 NR4A2_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NR4A2_TARGET_GENES EIF3B KMT2A LINC02564 PCGF3 SNX8 NR5A1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NR5A1_TARGET_GENES BARHL1 CHIT1 CYB5R4 GFI1B GLRA1 HTR5A LINC02684 MIR548AW MIR6881 MIR7-3HG PALM PKM SEMA7A SNAP25-AS1 TFRC TSC1 WASH6P ZNF747 ZNF747-DT NUFIP1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NUFIP1_TARGET_GENES ARID1A ATG101 ATP8A1 ATP8A1-DT BCL2L2 BCL2L2-PABPN1 CDCA7L CENPU CFAP221 CLASP1 DAP3 E2F6 EPS15 FOS FUT10 HOXC6 HOXC9 IFT52 INO80C INTS10 KANSL3 KDSR KRT8 LRRC4B MEMO1 MIR4766 MTERF3 PADI1 PTDSS1 PTEN RNU4-1 RNU4-2 RNU4ATAC RNVU1-14 RNVU1-15 RTBDN SLBP SLC2A1 SMARCD2 SUCO SYT7 TJP3 TMEM248 TTI2 WWOX YY1AP1 NUP214_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NUP214_TARGET_GENES HCG4B HOXA7 HOXA9 HOXB-AS3 HOXB3 HOXB4 ITPKB LINC01063 MIR4434 MTSS1 TAP2 OVOL3_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OVOL3_TARGET_GENES AAAS ABCD3 ABCF1 ACBD6 ADSL AKIRIN2 ALDH9A1 ALG1 ALKBH3 ANKLE2 ANXA6 AP1G1 AP1M1 AP2A1 APEX1 ARAP1 ARFGAP3 ARID1A ARMT1 ASCC1 ASH1L ATAD2 ATE1 ATE1OSP ATP13A1 ATP6V0D1 ATP6V0D1-DT AUP1 AURKAIP1 BAP1 BASP1 BASP1-AS1 BAX BAZ2B BCAS2 BLOC1S1 BRF2 BRPF1 BRWD1 BRWD1-AS2 BUD13 BUD13-DT C12orf4 C12orf43 C12orf76 C17orf58 C1orf174 C1orf50 C21orf62-AS1 C5orf15 C6orf226 CACYBP CALM2 CARS2 CBX4 CCBE1 CCDC144BP CCDC163 CCDC88A CCT6B CDC27 CDC42EP4 CDC42SE1 CDCA2 CDCA5 CDK5RAP1 CDK5RAP2 CDKN2AIPNL CENPF CEP120 CEP85 CFAP20 CLN3 CNPY3 CNRIP1 COASY COLGALT2 COMMD4 CPSF2 CPVL CREB3L2-AS1 CREM CRY1 CSNK1D CSNK1G2 CSNK2B CTPS1 CTSA CWC25 CWF19L1 DALRD3 DCAF13 DCAF7 DCP1A DHFR2 DLC1 DNAJB1 DNAJB12 DNAJB6 DNTTIP1 DPP8 DPP9 DRG2 DSTYK DTWD1 DVL2 DYNC2I2 EFCAB7 EFHC1 EIF2D ELF1 EMC10 EME2 EMSY EMSY-DT ENC1 ENSG00000187186 ENSG00000215838 ENSG00000232995 ENSG00000247416 ENY2 EPHA4 ERAP1 EXD2 EXOSC2 EXOSC3 FAM133B FAM21EP FAM227B FAM72A FAM72B FANCC FASTKD5 FAT3 FBXO15 FCHSD2 FGD6 FGFR1OP2 FHL1P1 FKBP15 FLI1 FNDC3A FXR1 G6PC3 GABARAP GABPB2 GALNT16-AS1 GALNTL5 GARIN5A GARNL3 GBA1 GCHFR GIHCG GLB1L GLI3 GLIS1 GNB2 GNG12-AS1 GOLGA3 GPANK1 GSTCD GTF2H1 GTF2IP12 H2AZ1 H2AZ1-DT H4C3 HCG27 HDGFL2 HDLBP HEATR3-AS1 HMGA2 HOXA-AS3 HOXA3 HOXA9 HOXB-AS3 HOXB3 HOXC4 HPS5 HTRA2 ICE1 ID1 IFT88 IFTAP IMPA1 ING1 INTS12 INTS13 INTS14 IRGQ ISLR2 ITFG2-AS1 ITGA7 ITGB3BP JPX KAT5 KBTBD4 KCTD5 KCTD7 KCTD9 KDM5C KDSR KDSR-DT KIAA0319 KIAA0319L KIAA0586 KIAA1586 KLHL9 KLRK1-AS1 KPTN KRT13 KTN1 LAMP1 LIMA1 LINC01003 LINC01091 LINC01132 LINC01275 LINC01775 LINC02960 LMF2 LPCAT3 LRP6 LRRIQ1 LTBP4 LZIC MAP3K7 MAPK4 MARCHF6 MARCHF6-DT MARCHF7 MAZ MBTPS2 MED11 MED21 METTL15 MFSD4B MFSD4B-DT MGARP MGAT2 MIR194-1 MIR4727 MIR5188 MIR5695 MIR615 MIR7-3 MIR7-3HG MKKS MMACHC MPHOSPH9 MRPL13 MRPL39 MRPS14 MRPS2 MRPS34 MSLNL MTBP MTERF4 MTF2 MTFR2P2 MTIF2 MTRFR MTUS1 MXD4 NAGPA NAPA-AS1 NAV2 NAV2-AS6 NCAM1 NCAPH2 NCDN NDUFA11 NDUFAF3 NDUFB1 NDUFC2 NDUFC2-KCTD14 NDUFS3 NDUFS7 NELFE NEURL2 NFIA-AS1 NFIB NME5 NMNAT1 NOL6 NOLC1 NOP16 NOSIP NPAS1 NR2F1 NR2F1-AS1 NRP1 NSUN3 NTMT1 NUB1 NUDCD1 NUF2 NUP155 OR2I1P OSGEP OSGIN2 P3H1 PAICS PAPOLG PARN PAXBP1 PAXIP1 PCBP2 PDCD6P1 PDE4DIP PDE8A PDZD8 PEF1 PEF1-AS1 PHF1 PHF7 PHKA2 PIERCE1 PLAU POC1A POLDIP3 POLR3C POT1 POT1-AS1 PPAT PPHLN1 PPP2R3B PPP2R5C PPP6R3 PRDM6 PRDM6-AS1 PRKG1 PRPF31 PRR14 PRRC2A PSMC3 PSMD8 PTGES3 PTPN2 RAD51AP1 RAG1 RANBP3L RBBP7 RBM33 RBM33-DT RCBTB2 RCOR3 RDUR REV1 REXO4 RFC4 RFTN1 RGS5 RIC8B RMND1 RN7SL446P RND1 RNU12 RNU6-1039P RNVU1-14 RNVU1-15 RPL11 RPL23AP53 RPL29 RPL32P3 RPL36AL RPL37 RPL39P40 RPS26 RPS7 RRM2B RUNX1 SCYL3 SDAD1 SEC22B SEC62 SEPTIN2 SEPTIN7P14 SIX5 SKIC2 SLC15A1 SLC24A1 SLC25A28 SLC25A32 SLC25A53 SLC25A6 SLC31A1 SLC35E2A SLC39A3 SLC41A2 SLC9A1 SLX4IP SMAD1 SMAD4 SMARCD2 SMG5 SMG8 SNHG30 SNRPC SNTA1 SPNS1 SRCAP SRGAP2 SRGAP2C SRRM2 SRRM2-AS1 SRRM5 SRRT SRSF1 SSU72 STARD10 STK16 STK35 STT3B SUOX SYCE2 TACO1 TAF15 TAFAZZIN TAGLN2 TARBP2 TARS2 TBPL1 TCF3 TENT5C TFCP2 TFPT THAP1 TIMM21 TIMM9 TM7SF3 TM9SF4 TMEM101 TMEM248 TMEM260 TMEM263 TMEM263-DT TMEM79 TMEM94 TNPO3 TOP3B TP53BP2 TPI1P2 TRAF6 TRDMT1 TSC22D4 TSPAN19 TTBK2 TTC1 TTC32 TTC32-DT TTC5 TUBGCP5 TXLNA UBC UBE2L3 UBE2Q1 UBE2S UBOX5 UBR5-DT USP31 VAMP1 VDAC1 VEZT VIM VLDLR-AS1 VMAC VPS13B VPS13B-DT VPS33A VPS50 VPS51 VPS9D1 WASHC2A WBP4 WDR45 WFDC3 YWHAZ ZBTB20 ZBTB5 ZC3H6 ZCRB1 ZDHHC17 ZEB1 ZEB1-AS1 ZEB2 ZEB2-AS1 ZFP30 ZFP82 ZFPL1 ZKSCAN2 ZKSCAN2-DT ZKSCAN5 ZKSCAN8 ZMPSTE24 ZMPSTE24-DT ZNF175 ZNF271P ZNF276 ZNF3 ZNF335 ZNF382 ZNF420 ZNF529 ZNF555 ZNF565 ZNF576 ZNF596 ZNF599 ZNF684 ZNF688 ZNF689 ZNF76 ZSCAN16-AS1 ZSCAN30 ZSCAN31 PAF1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PAF1_TARGET_GENES ABCA7 ACIN1 AGO2 APOA2 ARSB B4GAT1 B4GAT1-DT BARHL1 BSCL2 CCDC34 CCNDBP1 CD68 CFAP53 CIRBP CLASP1 CNOT6 CYP19A1 CYP21A1P DAGLB DPH3 EFNA1 EIF2AK4 ERICD ESYT1 EXOSC6 FAM3A GLRA1 HTR5A IMPA1 IMPDH2 KCNH6 KLF6 LHFPL4 LINC01719 MAPK11 MAPK8IP2 MEIS2 MIB2 MIR6770-1 MIR7-3 MIR7-3HG MRPL33 MSTO1 NPIPA9 NRAS OLFML3 OXNAD1 PABPC4 PKD1P3 PLCXD1 PMF1 PMF1-BGLAP POLB RAD23B RALBP1 RNA5SP60 SCAMP3 SCRT1 SEMA4B SLC50A1 SNORD118 SNORD13 SNORD3A SNX18P23 SPATA1 STX16 STX16-NPEPL1 SUZ12P1 TARDBP TCAF1 TMEM191B TRIM73 TTI2 TTLL5 UBE2Z ZC3H10 PAX3_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PAX3_TARGET_GENES A3GALT2 AAAS AATF ABRACL ABT1P1 ACACA ACAD10 ACP3 ACSL5 ACTN2 ADAM1B ADAM28 ADAMTS10 ADARB2 ADD1 ADGRD1 ADGRE4P ADGRF4 ADGRL2 ADK ADNP AFF1 AFP AGAP3 AGO2 AGR2 AHCTF1 AHR AHSA2P AIDAP2 AIG1P1 AK4P5 AK4P6 AKAP1 AKAP9 AKR1B1P4 AKTIP ALB ALDH1A2 ALDH1A3-AS1 ALDH3A2 ALG10 ALG14 ALKBH3 ALKBH5 ALMS1-IT1 AMZ2P1 ANAPC15 ANAPC5 ANGPT1 ANKAR ANKHD1 ANKHD1-DT ANKHD1-EIF4EBP3 ANKRD10 ANKRD12 ANKRD44 ANKRD6 ANKRD60 ANKS1B ANO3 ANTXR2 ANXA5 AOAH AOPEP AOX2P AP2B1 AP2M1 AP3S1 APBB2 APC APOO ARFGAP3 ARFIP1 ARHGAP10 ARHGAP15 ARHGAP19 ARHGAP21 ARHGAP28 ARHGEF10 ARHGEF26-AS1 ARHGEF28 ARID1A ARID1B ARIH1 ARMH3 ARMH4 ARNT ARPC2 ARPP21 ARPP21-AS1 ARSB ARSL ART3 ASAH1 ASAP1 ASB9 ASMTL ASPH ASS1 ATG12 ATG14 ATG16L1 ATG5 ATM ATOSA ATP10B ATP10D ATP11A ATP1A1-AS1 ATP2A2 ATP5MK ATP6V0A4 ATP6V0D2 ATP6V1B2 ATP6V1C1 ATP6V1D ATP9B ATXN7 AURKA AUTS2 AZIN1 B3GLCT B4GAT1 B4GAT1-DT BAALC BACE2 BACH2 BANP BBX BCAS2P2 BCAS3 BFSP1 BHMT BIRC3 BIRC6 BLTP1 BMX BPIFB2 BPIFB9P BPNT1 BRCA1 BRCA2 BRD2 BRPF1 BSPRY BTF3 BTLA BTNL2 BZW1 C11orf42 C11orf54 C12orf60 C12orf76 C14orf39 C18orf54 C1orf141 C2orf92 C3orf38 C5orf58 C6orf52 C6orf89 C8orf76 CA5B CA5BP1 CAAP1 CAB39L CACNA1G CACTIN CALCOCO1 CALM1 CAMTA1 CAMTA1-DT CAPN2 CAPN7 CASC18 CCDC122 CCDC141 CCDC159 CCDC162P CCDC175 CCDC186 CCDC192 CCDC59 CCDC6 CCDC81 CCIN CCNE1 CCNL1 CCSER2 CCT6B CD300LD-AS1 CD4 CD47 CD86 CDCA2 CDH12 CDH13 CDH2 CDH20 CDH8 CDIP1 CDK1 CDK12 CDK4P1 CDKL3 CDON CDYL CELF2 CEMIP2 CENPJ CENPU CEP57 CERS5 CFAP126 CFAP20 CFAP299 CFAP91 CFAP97P1 CFHR3 CFTR CH25H CHD6 CHD7 CHD9 CHMP1B CHMP1B-AS1 CHN2 CHORDC1P4 CHP1 CHRM3 CHRM3-AS2 CHSY1 CHUK CITED2 CLASP2 CLC CLCN3 CLCN3P1 CLDN18 CLEC1B CLEC2D CLEC9A CLIC5 CLK4 CLN3 CLPB CLTC CLUAP1 CLYBL CMPK2 CNIH4 CNN3-DT CNNM2 CNOT1 CNOT2 CNTLN CNTRL COA1 COBLL1 COL15A1 COL28A1 COL6A3 COPS5P1 COQ2 COQ4 CORO1C COX16 COX6B1P4 CPB1 CPLX4 CPNE4 CPNE6 CRADD CREB1 CREB5 CRISP3 CRPPA CRYZL1 CSDE1 CSMD3 CSN1S1 CSN1S2AP CSTF1 CSTPP1 CTAGE11P CTIF CTNNA3 CTNNB1 CTR9 CTSA CTTNBP2 CUEDC1 CUL3 CWC27 CXCL10 CXXC5 CYB5AP5 CYB5R4 CYCSP24 CYP19A1 CYP1B1-AS1 CYP20A1 CYP39A1 CYRIB CYTH3 DAAM1 DAG1 DARS1-AS1 DBP DCBLD2 DCC DCP1B DCTN1 DCUN1D2 DCUN1D4 DCUN1D5 DCX DDC DDX10 DDX12B DDX5 DDX52 DECR1 DEFB109F DENND2B DENND3 DENND4A DENND5A DENND6A-AS1 DEPDC5 DGKI DHDDS DHPS DHRSX DIAPH3 DICER1 DIS3L DKK1 DKK2 DLEU1 DLG2 DLGAP1 DLGAP2 DLGAP4-AS1 DMD DMRTA2 DMXL2 DNAAF11 DNAH9 DNAI4 DNAJB1 DNAJB12 DNAJB4 DNAJB6 DNAJC21 DNAJC24 DNAJC5G DNM2 DNM3 DNM3OS DOCK11 DOCK2 DOCK4 DOCK8-AS2 DOK5 DPH5-DT DPP4 DPP9 DPY19L4P2 DPYD-AS2 DPYS DRGX DSCAML1 DST DTNA DUXAP11 DYM DYNC2I2 DYNLRB1 DYRK4 EBAG9 EBLN1 ECT2 ECT2L EEF1A1P25 EEF1A1P42 EEF1AKMT2 EFR3A EGFEM1P EGLN3 EHBP1 EI24 EID1 EIF3F EIF4BP6 EIF4H ELAVL2 ELL2 ELOBP4 ELP2 ELP4 EMCN ENAH ENOX1 ENPP6 ENSA ENSG00000179066 ENSG00000199894 ENSG00000201733 ENSG00000204684 ENSG00000222095 ENSG00000227101 ENSG00000228528 ENSG00000232058 ENSG00000232995 ENSG00000233178 ENSG00000233393 ENSG00000236106 ENSG00000237987 ENSG00000250781 ENSG00000257176 ENSG00000257279 ENSG00000257526 ENSG00000258525 ENSG00000259269 ENSG00000266100 ENSG00000270174 ENTPD1 EPB41L3 EPDR1 EPHA2 EPHA4 EPHA7 EPM2A-DT EPRS1 EPS8 ERBIN ERC1 ERC2 ERGIC2 ERMAP ERMARD ERVK13-1 ESAM ESR1 ETFBKMT EVI5 EXOSC10-AS1 EXPH5 EYS F2RL2 F8 FAAHP1 FABP5 FABP5P7 FABP7P1 FAF2P1 FAM114A1 FAM114A2 FAM135B FAM13A FAM13C FAM168A FAM169A FAM21FP FAM228B FAM245A FAP FAR1 FARP1 FARS2-AS1 FARSB FASTK FBN2 FBXL14 FBXL17 FBXO11 FBXO34 FBXO34-AS1 FBXO36 FBXO38 FBXO38-DT FBXW7 FCHSD2 FCRLA FENDRR FERMT3 FEZ2 FGF10 FGF7 FHIP1B FHL2 FKBP14-AS1 FLAD1 FLG-AS1 FLNB FLVCR1 FMR1 FN1 FNBP4 FNDC3B FOCAD FOXJ3 FOXK2 FOXN3 FOXP1 FOXP2 FRG1 FRG1-DT FRG2LP FRG2MP FRMD4B FRMD5 FRMD6 FRRS1 FTO FUBP1 FUZ FXR1 FYN G2E3 GABPB1-AS1 GABRA1 GABRR1 GAK GALNT11 GALNT13 GALNT7 GALNTL5 GANC GAS2 GAS2L3 GAS6 GAS7 GASK1B-AS1 GATB GBE1 GBP7 GCC2 GCG GCLC GCNT3 GDE1 GDF15 GEMIN8 GEN1 GFER GGA3 GIN1 GIP GIPC2 GK GK3 GLI3 GLOD4 GLS GLT8D2 GLYATL1 GMDS GNA12 GNAL GNG2 GNPNAT1 GNPTAB GNRH1 GOLGA1 GOLGA4-AS1 GOLGA7 GORAB GORASP2 GPATCH4 GPC6-AS1 GPR141 GPR15 GPR161 GRAMD2B GREB1L GRIN2B GRK4 GRM8 GRWD1 GSDME GSE1 GSPT1 GSTCD GTF2H4 GTF2IRD1P1 GTF3C3 GTPBP8 GULOP H2AC1 H2BC1 H2BC15 H4C1 H4C8 HAPLN1 HAS3 HBP1 HCG15 HCG25 HDAC2-AS2 HDAC9 HECTD1 HELQ HES3 HEXB HGD HHIP HIVEP1 HK3 HLA-DMA HMGB1 HMGB1P24 HMGB1P32 HMGB2 HMGCL HMGCS1 HMGN2P47 HMOX2 HNRNPA3 HNRNPC HNRNPD HNRNPR HNRNPU HOXB-AS1 HOXB2 HPRT1P1 HS2ST1 HSD17B2 HSD17B4 HSDL2-AS1 HSP90B1 HSPA8P16 HSPB3 HTR2A HTR2B HTR3B HUS1 IDO1 IFNG-AS1 IFNNP1 IGF2BP3 IGFBPL1 IGSF9B IL13RA2 IL16 IL33 IL5RA IL7 IMMP1L IMPA2 INKA2 INPP4B INSC INSIG2 INSL6 INTS10 INTS5 INTS6 INTS6-AS1 INTS7 IPCEF1 IPO11 IPP IQCH IQCK ITCH ITFG1 ITFG2 ITFG2-AS1 ITGA6 ITGB1 ITIH4 JAG1 JAZF1 JKAMP JMJD1C KANK1 KANSL1L KANSL1L-AS1 KATNAL1 KAZN KCNH5 KCNK9 KCNMA1 KCNMA1-AS1 KCNMB2 KCNMB3 KCNN2 KCTD1 KCTD9 KDM1A KDM2A KDM4B KDM4C KDM5C KDSR KHDRBS3 KHSRP KIAA0513 KIAA1143 KIAA1217 KIDINS220 KIF15 KIF1B KIF21A KIR3DX1 KIZ KLF5 KLHL23 KLHL7 KLRC1 KMT2A KMT2C KPNA2P2 KPNA4 KPNB1 KRBOX1-AS1 KRT223P KRTAP21-2 KTN1 L3HYPDH LAMA3 LAMB1 LAMC1 LARGE1 LARP7 LBR LBX1-AS1 LCDR LCP2 LDB2 LDHA LDHC LEF1-AS1 LGALS3BP LGALSL LGI1 LGSN LIFR LIMA1 LIMCH1 LIN54 LINC00216 LINC00240 LINC00310 LINC00320 LINC00347 LINC00355 LINC00364 LINC00431 LINC00461 LINC00470 LINC00484 LINC00570 LINC00578 LINC00598 LINC00607 LINC00626 LINC00645 LINC00652 LINC00665 LINC00709 LINC00710 LINC00844 LINC00919 LINC00958 LINC00972 LINC01020 LINC01058 LINC01074 LINC01082 LINC01111 LINC01116 LINC01122 LINC01140 LINC01141 LINC01151 LINC01206 LINC01239 LINC01309 LINC01355 LINC01415 LINC01435 LINC01438 LINC01470 LINC01495 LINC01533 LINC01545 LINC01572 LINC01574 LINC01584 LINC01589 LINC01591 LINC01708 LINC01739 LINC01798 LINC01799 LINC01828 LINC01829 LINC01830 LINC01846 LINC01849 LINC01877 LINC01883 LINC01892 LINC01905 LINC01966 LINC02031 LINC02055 LINC02060 LINC02073 LINC02092 LINC02110 LINC02134 LINC02212 LINC02289 LINC02336 LINC02338 LINC02350 LINC02387 LINC02389 LINC02451 LINC02493 LINC02513 LINC02518 LINC02521 LINC02532 LINC02534 LINC02548 LINC02553 LINC02632 LINC02650 LINC02669 LINC02670 LINC02700 LINC02763 LINC02779 LINC02818 LINC02832 LINC02895 LINC02923 LINC02944 LINC02960 LINC03000 LINC03007 LINC03014 LINC03088 LIPG LIPH LIPJ LIPM LIPN LMO1 LMO3 LNCPOIR LNX1 LOC105374682 LOC124900517 LOC124904072 LOC124904986 LOC574538 LPP LPP-AS1 LRBA LRCH3 LRIT3 LRP8 LRRC27 LRRC8B LRRK1 LTBP1 MACO1 MACROH2A1 MAGI1 MALSU1 MAP2K5 MAP4K3 MAP4K4 MAPK10 MAPK4 MARCHF10 MARCHF4 MARF1 MARK3 MAST4 MAST4-AS1 MATR3 MBIP MC2R MCC MCTP1 MCTP2 MDGA2 MDN1 MDN1-AS1 MEF2C-AS1 MEIS2 MET METRNL METTL17 METTL25 METTL9 MFAP3 MFSD1 MFSD12 MGC27382 MGC32805 MGMT MGST1 MICAL1 MIER1 MIPEPP2 MIR100HG MIR1251 MIR1322 MIR133A1HG MIR135A2 MIR155HG MIR218-1 MIR223HG MIR2681 MIR297 MIR302D MIR3169 MIR3171 MIR320C1 MIR3650 MIR3659 MIR367 MIR3685 MIR3692 MIR378E MIR3973 MIR4279 MIR4452 MIR4466 MIR4501 MIR4527HG MIR4529 MIR4634 MIR4642 MIR4742 MIR4759 MIR4799 MIR498 MIR5188 MIR548A3 MIR548AL MIR548BB MIR548F2 MIR548H4 MIR6129 MIR6133 MIR634 MIR646HG MIR6885 MIR7-3 MIR7-3HG MIR802 MIR99AHG MIS18BP1 MMACHC MMP2 MMP20 MOCS2 MOCS2-DT MPL MPP7 MPV17L2 MRI1 MRM3 MRPL30 MRPS18C MRPS23 MRPS27 MRPS31 MS4A1 MSL2 MSRB3 MTATP6P20 MTATP6P23 MTATP6P7 MTBP MTCO1P15 MTCO1P18 MTCO1P23 MTCO1P47 MTCO1P9 MTCO3P7 MTCYBP3 MTF2 MTFR1 MTHFD2P3 MTND2P19 MTND2P20 MTND2P5 MTND5P19 MTND6P14 MTND6P33 MTREX MTUS1 MUC15 MUC7 MUSK MUSTN1 MVB12B MYBL1 MYCBP2 MYL6P3 MYO1A MYO1B MYO1D MYO1E MYO1H MYO3B-AS1 MYO9A MYOCD-AS1 MYOM2 MZT2A N4BP2L2 NAA15 NAALAD2 NACA4P NAE1 NAF1 NAPEPLD NATP NAV2-AS4 NAV3 NBAT1 NDEL1 NDP-AS1 NDRG1 NDUFA9 NDUFB5 NDUFS1 NDUFV2 NDUFV2-AS1 NDUFV3 NEB NEDD4L NEK3 NEK7 NELL1 NELL2 NEO1 NEXN NEXN-AS1 NFE2L3 NFIA NFIB NFRKB NFU1 NGF NHLRC1 NHP2 NIBAN3 NIN NIPA2P4 NIPAL2 NKAIN2 NKTR NLGN1 NLGN4X NMRAL1 NMU NPM1P2 NR1H2 NR2E1 NR2F1-AS1 NR3C1 NRDC NRG3 NRG4 NRIP1 NRXN1 NSF NSMAF NSRP1 NSUN6 NT5C3A NT5DC2 NTAN1 NUDT15 NUF2 NUP205 NUP93 NVL NXN OACYLP ODAD2 ODF1 ODF2 OLFM3 OMA1 OPA1 OPCML OR2A14 OR2AD1P OR52A4P OR52D1 OR5AK4P OR5V1 OR6C70 OR6C74 OSBPL8 OSMR-DT OSR1 OSTF1 OTUD4 OTUD7B P2RX6 PABPC1 PABPC4L PACSIN2 PAK3 PALLD PAQR9-AS1 PARN PARP8 PATJ PBRM1 PCBP3 PCDH17 PCDHGB9P PCGF6 PCLAF PCNX1 PCNX2 PCNX4 PCNX4-DT PDCD11 PDE4D PDE9A-AS1 PDK1 PDLIM5 PDP1 PDPK1 PDZPH1P PEAK1 PEF1-AS1 PEX14 PEX5L PEX5L-AS1 PGM2L1 PGM3 PGM5 PHACTR2 PHF14 PHF19 PHF5AP4 PHLPP1 PHOX2B PIAS1 PIAS2 PIEZO2 PIGA PIGS PIGW PIK3CB PIK3R4 PIP4P2 PIPOX PKIB PKM PKN1 PKN3 PLCB1 PLEKHF2 PNLDC1 PNN PNPLA6 POC1A POF1B POFUT2 POGLUT3 POLA1 POLD3 POLDIP3 POLR1F POLR2CP1 POR POU2F1 POU6F2 POU6F2-AS2 PPFIA1 PPFIA2 PPFIBP1 PPIAP16 PPIAP43 PPIG PPIP5K2 PPM1B PPM1N PPP1CB PPP1CC PPP2R1A PPP2R5C PPP6R3 PRCP PRDM6 PRDX2P1 PRELID3BP4 PRKAG2 PRKCE PRKCH PRKG2-AS1 PRMT9 PROS1 PROX1-AS1 PRTFDC1 PRTG PSKH2 PSMA6P3 PSMA7 PSMB1 PSMB4 PSMD1 PSMD14 PSMD14-DT PSMG2 PTBP2 PTGER2 PTP4A1 PTP4A2 PTPN12 PTPN13 PTPN4 PTPRB PTPRG-AS1 PTPRM PTS PTTG1IP PUM2 PWRN1 PYROXD1 QPCT RAB11A RAB30 RAB3C RAB3D RAB5CP2 RABGAP1 RAC1P6 RACGAP1 RAD51B RAD9B RAF1 RAI14 RALGPS2 RALGPS2-AS1 RANBP2 RAPGEF5 RASA2 RASAL2 RASSF1 RASSF5 RBBP6 RBM39 RBM46 RBM47 RBM48 RBMS1 RCOR3 RELCH RESF1 REST REXO2 RFC1 RGS5 RIF1 RIMS1 RMST RN7SKP100 RN7SKP13 RN7SKP141 RN7SKP253 RN7SKP40 RN7SKP61 RN7SKP76 RN7SL216P RN7SL446P RN7SL60P RN7SL735P RNA5SP118 RNA5SP135 RNA5SP137 RNA5SP154 RNA5SP222 RNA5SP23 RNA5SP269 RNA5SP31 RNA5SP430 RNA5SP447 RNF130 RNF217 RNF34 RNU1-139P RNU105B RNU11 RNU12 RNU2-12P RNU4-1 RNU4-15P RNU4-18P RNU4-26P RNU4-46P RNU6-1039P RNU6-1066P RNU6-107P RNU6-1102P RNU6-1137P RNU6-1152P RNU6-1190P RNU6-1244P RNU6-130P RNU6-1338P RNU6-173P RNU6-178P RNU6-197P RNU6-203P RNU6-253P RNU6-259P RNU6-271P RNU6-324P RNU6-340P RNU6-341P RNU6-365P RNU6-397P RNU6-442P RNU6-457P RNU6-469P RNU6-475P RNU6-531P RNU6-554P RNU6-558P RNU6-579P RNU6-588P RNU6-628P RNU6-667P RNU6-727P RNU6-784P RNU6-821P RNU6-884P RNU6-912P RNU6ATAC6P RNU7-104P RNU7-153P RNU7-35P RNVU1-14 RNY4P17 RNY4P34 ROBO2 RORA-AS1 RPA1 RPL10AP3 RPL17 RPL17P49 RPL21P104 RPL21P11 RPL22 RPL27 RPL29P22 RPL30P14 RPL31P38 RPL32P12 RPL32P9 RPL36AP17 RPL36AP20 RPL36AP54 RPL36P14 RPL36P15 RPL37 RPL38 RPL5P8 RPL7AP36 RPL7AP48 RPL7AP51 RPL7L1P17 RPL7P14 RPL7P28 RPL7P41 RPL7P49 RPP40P2 RPS10P9 RPS12P16 RPS12P5 RPS15AP18 RPS15AP3 RPS15AP6 RPS17P13 RPS26P15 RPS26P29 RPS27P10 RPS27P13 RPS27P21 RPS27P6 RPS29P21 RPS2P55 RPS4XP16 RPS6 RPS6KA5 RPS6KB2 RPS7 RPSAP24 RPSAP26 RPSAP67 RPSAP70 RRAS2 RRAS2P2 RRBP1P2 RRN3P3 RSBN1 RSPRY1 RSRC1 RSU1P3 RTN2 RUFY3 S100G SAFB2 SALL4 SAP18P3 SASH1 SATB1-AS1 SCAF1 SCARNA5 SCAT8 SCGB2B2 SCIN SCML4 SCUBE1 SCYL2 SDC2 SDCBP SDHC SEC11C SEC13 SEC14L1 SEC1P SEC24D SECISBP2L SEL1L SELL SEM1 SEMA3A SEMA3C SEMA6A SENP6 SEPTIN11 SERPINB7 SESN1 SESTD1 SETD5 SETD6 SETDB2 SEZ6L-AS1 SF1 SF1-DT SF3B6 SGCE SGIP1 SH2D4A SH3D19 SH3TC2 SHB SHC2 SHC4 SHOC1 SHQ1 SIAE SIAH1 SIMC1 SKAP2 SKINT1L SKP2 SLAIN2 SLC10A6 SLC12A1 SLC12A8 SLC14A2-AS1 SLC15A4 SLC15A5 SLC16A6P1 SLC17A5 SLC1A3 SLC25A13 SLC25A31 SLC25A51 SLC25A5P9 SLC35D2 SLC37A4 SLC39A11 SLC3A1 SLC44A1 SLC47A1P2 SLC5A10 SLC5A12 SLC7A5P1 SLC7A5P2 SLC7A8 SLC8A1-AS1 SLC9A2 SLC9A4 SLIT2 SLIT3-AS1 SLMAP SLX4IP SMARCA2 SMARCAL1 SMARCC2 SMARCD2 SMARCE1 SMG1 SMG1P3 SMG7 SMG7-AS1 SMIM30 SMPD4BP SNAI2 SNAP23 SND1-DT SNHG22 SNHG25 SNORA50C SNORA73 SNORD104 SNORD113-9 SNORD114-13 SNORD127 SNORD13 SNORD58A SNORD73A SNORD73B SNORD81 SNRPE SNTG1 SNX19 SNX2 SNX24 SNX8 SNX9 SOCS4 SORBS2 SORT1 SOX5 SOX9 SOX9-AS1 SP110 SPAG6 SPAG9 SPATS2L SPDL1 SPEF2 SPINK1 SPIRE1 SPP1 SPPL2B SPRED2 SPTBN1 SRGAP3 SRP68 SRR SRSF1 SRSF9 SS18 SS18L1 SSBP3 SSC5D SSTR5 SSTR5-AS1 STARD13 STARD6 STAU1 STIL STRBP STRC STRN3 STRN4 STT3A STX16 STX18 STX18-AS1 STX5 STX5-DT STX8 SUGT1 SUMO2P16 SUN1 SUPT4H1 SUSD1 SUV39H2 SVBP SVOPL SYNE1 SYNE1-AS1 SYNE2 SYNPR TACSTD2 TAF15 TAF1D TAF2 TAFA2 TAPT1 TARID TARS2 TARS3 TAS2R7 TAX1BP1 TBC1D14 TBC1D19 TBC1D23 TBC1D2B TBC1D31 TBC1D4 TBCA TBCK TBX15 TBXAS1 TCF12 TCF4 TCTN1 TCTN3 TDGF1P3 TDRG1 TECPR2 TECR TENM2 TENM3 TERF1 TES TEX56P TFAP2A TFAP2D TFDP3 TG TGFBR3 THBS4 THUMPD3 TIAM1 TIAM2 TIGAR TIMM8BP1 TJP1 TLCD4 TLE4 TLE6 TLN2 TLR10 TM9SF3 TMA16P1 TMBIM6 TMED3 TMEM131 TMEM161B-DT TMEM168 TMEM177 TMEM19 TMEM191A TMEM205 TMEM209 TMEM246-AS1 TMEM260 TMEM270 TMEM41B TMEM52B TMPO TMTC2 TNFRSF10B TNIK TNK1 TNKS TOR1AIP1 TOR1AIP2 TPBG TPD52 TRAF3IP1 TRAJ20 TRAJ21 TRAJ34 TRAJ35 TRAJ37 TRAJ38 TRAK2 TRAPPC12 TRAPPC3 TRAPPC3L TRAPPC9 TRAV11 TRBV22-1 TRIM37 TRIM43CP TRIO TRIOBP TRIP12 TRIP4 TRIT1 TRMT1 TRMT12 TRMT9B TRPM3 TRPM8 TRPS1-AS1 TRUB2 TSPAN8 TSPAN9 TTBK2-AS1 TTC13 TTC21B TTC28 TTC4 TTC41P TTC8 TTI2 TUBB4BP1 TUT1 TXNDC11 TXNDC2 TXNDC5 TXNRD2 TYRP1 U2SURP UBA1 UBC UBE2CP2 UBE2E3 UBE2I UBE4B UBIAD1 UBN1 UBR3 UBR4 UBR5 UCHL1 UCHL1-DT UGT1A1 UGT1A2P UGT1A4 UGT2B7 UHRF2 ULK4 UNC79 UPF1 URI1 USP15 USP28 USP3 USP33 USP34 USP47 USP48 USP50 USP6NL USP6NL-AS1 USPL1 UST UST-AS1 UTP3 UTS2B VAPA VARS2 VAV3 VCP VCX3B VGLL4 VLDLR VPS13D VPS29 VPS35 VSIG1 VTCN1 WARS1 WASHC2C WBP11 WBP2 WDHD1 WDR17 WDR4 WDR7 WDR7-OT1 WDR74 WDR86-AS1 WLS WNK1 WSCD1 WWC2 WWTR1-AS1 XBP1 XPNPEP1 XPO5 XPOTP1 XYLT1 YPEL5 YWHAH-AS1 YWHAZ ZAR1L ZBED3-AS1 ZBTB2 ZBTB20 ZBTB38 ZBTB41 ZC2HC1B ZCCHC8 ZDHHC13 ZDHHC17 ZDHHC2 ZEB2 ZFAND6 ZFP30 ZFP91-CNTF ZFPM2 ZFR ZGRF1 ZKSCAN1 ZNF10 ZNF106 ZNF131 ZNF16 ZNF169 ZNF207 ZNF217 ZNF219 ZNF23 ZNF385B ZNF385D-AS2 ZNF429 ZNF490 ZNF540 ZNF571 ZNF639 ZNF714 ZNF775 ZNF781 ZNF791 ZNF80 ZNF830 ZNF891 ZNHIT3 ZNRF3 ZRANB2-DT ZZEF1 PAX6_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PAX6_TARGET_GENES AASS AATF ABALON ABAT ABCB1 ABLIM2 ACOX2 ACVR1 ACVR1B ADAMTS20 ADCY9 ADD1 ADGRA1-AS1 AFF1 AFG3L1P AFP ALAD ALG10B ALG14 ALG3 ALKBH5 AMD1 ANAPC13 ANK2 ANK3 ANKEF1 ANKRA2 ANKRD36 ANP32E ANXA2 AOAH AP4E1 API5 APIP APRT ARHGAP26 ARHGEF28 ARID1B ARID5A ARIH1 ARL15 ARMT1 ARPC4 ARPC4-TTLL3 ASH1L ASXL3 ATAD5 ATG13 ATG16L1 ATP5F1A ATP5MC3 ATP5PFP1 ATP9B AURKA B3GALT4 B4GALNT3 BANCR BCAR3-AS1 BCKDHA BDH2 BMF BOLA1 BRD4 BRINP2 BRINP3 BSN BSN-DT BTBD3 BTBD3-AS1 BTNL8 BUD31P1 C11orf54 C11orf98 C12orf57 C12orf76 C1orf21 C22orf46P C2CD2L C2CD3 C3orf38 C4orf19 C4orf36 CAB39L CACUL1 CAMK2N1 CAMSAP2 CAPS2 CARS2 CAST CAVIN2-AS1 CBX3P9 CCDC136 CCDC150 CCDC159 CCDC162P CCDC192 CCDC28A CCDC28A-AS1 CCDC59 CCDC80 CCDC88A CCHCR1 CCNB1 CCNG2 CCNH CCNO CCNO-DT CCP110 CCSER2 CD164 CD68 CDH22 CDH8 CDHR3 CDK12 CEBPB-AS1 CENPU CEP63 CEP95 CFAP276 CFAP410 CFAP45 CGGBP1 CHGA CHGB CITED2 CLASP1 CLCN3 CLHC1 CLPTM1 CLRN3 CLU CNBD2 CNKSR3 CNOT8 CNRIP1 CNST CNTD1 CNTN4 COMT COPS3 COPZ1 COX17P1 COX20 COX7A2L CP CPNE8 CPS1 CREB3L2-AS1 CRTC2 CRYZL2P CRYZL2P-SEC16B CSDE1 CSE1L-DT CSK CSKMT CSTF1 CTSB CTXND1 CYB5D1 CYLD DAGLB DAP-DT DCLK1 DCTN5 DDAH2 DDIT4 DDR1 DDX18 DDX41 DDX46 DDX47 DDX5 DDX52 DENND2A DGKE DHDDS DHRS4 DHRS4-AS1 DHRS4L1 DHRS4L2 DHX16 DHX32 DIDO1 DIO2 DIP2B DKK3 DLG2 DLGAP1-AS2 DNAAF11 DNAH12 DNAJB4 DOCK4 DPAGT1 DPP9 DRAIC DXO DYNC2I2 E2F5 E2F5-DT ECE2 EDRF1 EDRF1-DT EEF1A1 EGLN2 EHD4 EIF2A EIF2AK3 EIF2AK4 EIF2B1 EIF2B5 EIF2B5-DT EIF3A EIF3E EIF3F EIF4E2 EIF5B EIPR1 ELAPOR1 ELF3 ELF3-AS1 ELMOD3 ELOC EMB EMC9 EMG1 ENDOG ENSG00000176984 ENSG00000199566 ENSG00000230021 ENSG00000232995 ENSG00000233223 ENSG00000249574 ENSG00000253123 ENSG00000263080 ENSG00000267568 ENSG00000274015 EOLA1 EOLA1-DT EPAS1 EPC2 EPHA3 EPSTI1 ERMN ESCO2 ESYT1 EXOSC5 EXOSC9 FABP1 FAM104A FAM13A FAM151B FAM151B-DT FAM172A FAM174C FAM228B FAM47E FAM47E-STBD1 FAM76A FANCL FBRSL1 FBXO22 FBXO46 FFAR1 FHAD1 FHOD3 FKBP1A FLCN FLOT1 FOXA2 FOXA3 FOXI3 FOXP4 FRMPD2 FRS3 GAB1 GADD45B GALNT16 GAPLINC GAS5 GATA4 GATA6-AS1 GBA1 GC GCNT2 GDF15 GEMIN6 GFOD2 GID8 GIPC2 GLG1 GLYCTK GLYCTK-AS1 GLYR1 GMEB1 GNL1 GNLY GNPDA2 GORASP2 GPAM GPC5-AS1 GRAMD2A GREM1 GRIK4 GSK3B GSK3B-DT GSTCD GTF2A1 GTF2A1-AS1 GTF2H3 GTF2H4 GTPBP8 GTSE1 GTSE1-DT H1-4 H2AC6 H3C1 H3C10 H3C2 H4C2 H4C3 H4C5 HARBI1 HAS3 HAUS2 HDAC4 HDLBP HECTD2 HESX1 HEXIM1 HEXIM2 HEXIM2-AS1 HEY1 HGD HIPK1 HIPK1-AS1 HJURP HMBOX1 HMGCR HMX3 HNF4A HNRNPH1 HOOK2 HS2ST1 HSD17B1 HSD17B11 HSD17B6 HSP90AB1 HSPBP1 HSPD1P18 ID1 ID4 IDE IDI1P1 IER3-AS1 IER5 IFT74 IFT74-AS1 IFT80 IGF2BP3 IGLV7-46 IGLVV-58 IGSF11 IL34 ILRUN ILRUN-AS1 INCENP ING1 INO80 INO80B INO80B-WBP1 INPP4B INS INS-IGF2 INSM1 INTS12 INTS5 INTS6 INTS6-AS1 INTS9 IPO4 IREB2 ITPR2 IVD IZUMO4 JOSD2 JTB JTB-DT KANSL3 KCNJ10 KCNK16 KCNMB2 KDM4A KDSR KIAA1614 KIF12 KIF21A KIF3B KLC2-AS2 KLF10 KMT2A KNL1 KRBA2 KRT15 LARP4B LCMT1 LCMT1-AS1 LDLRAP1 LENG8 LFNG LINC00467 LINC00663 LINC00680 LINC00680-GUSBP4 LINC00870 LINC00970 LINC01213 LINC01320 LINC01363 LINC01393 LINC01484 LINC01515 LINC01625 LINC01716 LINC01719 LINC01767 LINC01828 LINC01833 LINC01904 LINC01972 LINC02226 LINC02351 LINC02408 LINC02417 LINC02418 LINC02447 LINC03002 LNC-LBCS LOC101929566 LOC124904478 LONP2 LPCAT3 LPGAT1 LPGAT1-AS1 LRIF1 LRP12 LRRC41 LRRC51 LSM8 LYNX1 MAB21L4 MALAT1 MAN1C1 MAP1LC3BP1 MAP2K6 MAP3K12 MAP4K5 MAP7 MARVELD3 MAT2A MBD1 MBD3 MCCC1 MDH2 MECOM MED18 MEG3 MEIS2 MEST MESTIT1 METTL25 MIA3 MIDN MIEF1 MIR1224 MIR302A MIR302C MIR302CHG MIR302D MIR3183 MIR3667HG MIR367 MIR4259 MIR4458HG MIR4487 MIR4512 MIR4673 MIR5087 MIR5695 MLLT3 MLX MLXIPL MMP24OS MOB1A MOB3A MON2 MRLN MRPS14 MRPS15 MSANTD3 MSH4 MSI1 MSI2 MT-ND1 MT-RNR1 MT-TF MT-TL1 MT-TP MTCH1 MTCO3P12 MTERF4 MTF2 MTFR2 MTHFD2L MTND5P11 MTTP MUTYH MYH10 MYL6 MYL6B MYL6B-AS1 MYLK NAA38 NAGK NALF1-IT1 NAV2 NBEA NBPF1 NDUFA11 NDUFS1 NEAT1 NFASC NIN NKAIN4 NKTR NOL4L NOL9 NPEPL1 NPL NRBP1 NRP1 NRXN3 NSL1 NUF2 NUMA1 NUSAP1 NXN ODF2L ODR4 OGA OGT OSBP OSBPL2 OTX2 P2RX6 PABPC1L PABPN1 PALB2 PARP12 PCSK1 PCYT1A PDCD6P1 PDE1A PDE4D PDE4DIPP6 PDHX PDZD2 PDZK1 PDZPH1P PHB2 PHF19 PHLDA1 PHLDA1-DT PHLDB2 PIGB PIGBOS1 PIH1D1 PKD1 PLA2G4E-AS1 PLCE1-AS2 PLCL2 PLEKHG2 PLK4 PNPLA6 POLDIP3 POLG2 POLR1H POLR1HASP POLR2A POLR2M POM121L14P POR POU2F1 POU6F2 PPARD PPFIA1 PPME1 PPP1R37 PPP2R5A PRDX1 PRICKLE1 PRICKLE2-AS3 PRIM1 PRKCE PRKCH PRKRIP1 PRR3 PRR5L PSMD1 PSME3IP1 PTGER4 PTPN1 PTPRK PTX3 PYCR3 R3HDML-AS1 RAB11A RAB1B RAB27A RAB3C RAB3D RAB3GAP2 RABGAP1 RABGAP1L RAD23A RAD52 RARB RASGEF1B RBBP5 RBM39 RBM47 RDX REST RETSAT RGL3 RGS22 RGS4 RGS5 RGS7 RHOA RHOBTB1 RHOBTB3 RHOC RIC8B RIF1 RIOK2 RMDN1 RMI2 RMND1 RN7SKP192 RN7SL209P RN7SL473P RN7SL741P RND3 RNF139 RNF139-DT RNF4 RNPEP RNU12 RNU2-17P RNU2-2P RNU4-1 RNU4-2 RNU4ATAC RNU5A-1 RNU5B-1 RNU5D-1 RNU5F-1 RNU6-450P RNU6-601P RNU6ATAC RNU7-1 RNVU1-14 RNVU1-21 RNVU1-22 RNVU1-27 RNVU1-28 RNVU1-2A RNVU1-3 RNVU1-30 RNVU1-4 RPH3AL RPL13 RPL19 RPL21P42 RPL23A RPL27A RPL32P9 RPL7P6 RPS12 RPS21 RPS21-DT RPS27A RPS6KB2 RRAGA RRAS2 RRP36 RSAD1 RXRG S1PR5 SAC3D1 SART1 SART3 SAV1 SAXO1 SCARNA20 SCHIP1 SCIN SCRIB SCRT1 SDHAF3 SEC22C SEC31A SELENOF SELENOW SEMA6A-AS1 SERP1 SETDB2 SF3A3 SF3B6 SGK1 SGK2 SGO1 SGO1-AS1 SGPL1 SHTN1 SIPA1L3 SIRT4 SKINT1L SLC34A1 SLC35A2 SLC37A4 SLC3A2 SLC46A2 SLC51B SLTM SMAD7 SMC4 SMG5 SMG6 SMG7 SMG7-AS1 SNAP23 SNAPC5 SNHG1 SNHG11 SNHG29 SNHG32 SNHG5 SNORA57 SNORA66 SNORD101 SNORD25 SNORD26 SNORD27 SNORD3D SNORD42B SNORD48 SNORD49B SNORD68 SNRNP40 SNRPE SNTN SNU13 SNX16 SOWAHA SOX6 SP1 SPOCK2 SRA1 SRF SRP68 SRPRB SRSF7 SS18 SSBP1 SSTR5 SSTR5-AS1 ST18 STAT1 STAT3 STC2 STK10 STK19 STK25P1 STK35 STPG1 STXBP1 SUPT5H SVOP SYBU SYCE2 SYMPK SYNGAP1 SYT17 SYT7 SYTL2 SZT2-AS1 TAB3 TADA1 TADA3 TAF1D TAF4 TAF5 TAFA2 TANK TANK-AS1 TAOK1 TARBP2 TARS2 TATDN3 TBCB TBL1X TCF12 TCF19 TCF3 TCF4 TCTA TDGF1 TEAD1 TENM2 TES TEX55 TFEB TGS1 THAP4 THEM5 THY1 TIGD1 TIMM22 TIMP3 TLE4 TLE6 TLX2 TM2D3 TMCO1 TMCO1-AS1 TMEM126B TMEM132C TMEM177 TMEM202-AS1 TMEM205 TMEM218 TMEM229B TMEM259 TMEM37 TMEM41B TMEM68 TMEM70 TMEM79 TMTC2 TNRC6B TNRC6C TOE1 TOMM40 TP53I13 TPM1 TPR TRAPPC12 TRAPPC2B TRIM26 TRIM29 TRIQK TRMT10A TTBK2-AS1 TTC33 TTC7B-AS1 TTI2 TTN-AS1 TUBB4B TUBB8 TUT1 TXK TXNDC9 U2SURP UAP1 UBB UBE2D1 UBE2F UBE2F-SCLY UBN1 UBR3 UGP2 UGT2B7 ULK4 UMPS UNC80 UPF3A UPP2 UQCRH USE1 USP15 USP39 USP4 USP40 USP54 UTP15 UTP3 UTP6 VAMP4 VARS2 VCPKMT VEPH1 VGF VKORC1 VMAC VMP1 VOPP1 VPS50 VXN WDR11 WDR11-DT WDR25 WDR27 WDR5B WDR5B-DT WDR7 WDR74 WDR89 WEE2-AS1 WRAP53 XPNPEP1 YIF1A YTHDF2 ZBTB14 ZBTB37 ZBTB4 ZBTB40 ZBTB45 ZC3H10 ZC3H12A ZC3H12A-DT ZCCHC17 ZFP64 ZMYND8 ZNF106 ZNF141 ZNF181 ZNF250 ZNF26 ZNF277 ZNF302 ZNF317 ZNF329 ZNF343 ZNF37A ZNF385B ZNF443 ZNF490 ZNF547 ZNF549 ZNF56P ZNF608 ZNF609 ZNF791 ZNF804A ZNHIT3 ZNRF2P3 ZRANB2-DT ZRANB3 ZSCAN2 ZSCAN20 ZSCAN31 PAX7_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PAX7_TARGET_GENES AACSP1 ACACA ACAD10 ACO2 ACP3 ADAD2 ADAM10 ADAM22 ADAM28 ADAM7-AS2 ADAMTS10 ADAMTS5 ADAMTSL5 ADAR ADD1 ADNP AKAP1 AMZ2 ANAPC5 ANKRA2 ANKRD13A ANXA6 AOPEP AP1S2 AP2B1 AQP9 ARHGAP15 ARHGEF10 ARHGEF10L ARID1A ARIH1 ARMC9 ASMTL ASS1 ATAD2B ATAD5 ATP11A ATP1A1-AS1 ATP5MG ATP6V1B2 ATP8A1 B3GALNT1 B3GNT5 B3GNTL1 BAALC BAHCC1 BAIAP2 BANCR BANP BBX BICD1 BLM BNC2 BPI BRF1 BSPRY BTNL8 BUD23 C12orf60 C12orf76 C19orf48P C1orf198 C2CD5 C8orf76 CA5B CAB39L CACNA1D CACYBP CALCOCO1 CALM1 CAMTA1 CAPN2 CARMIL2 CASC3 CCDC159 CCDC59 CCL4L2 CCNG2 CCNL1 CD300LD-AS1 CDC42EP3 CDCA2 CDH13 CDH13-AS1 CDH20 CDK12 CDK5RAP1 CDK6 CELF2 CENPT CENPU CES4A CFAP20 CFAP299 CH25H CHCHD5 CHD7 CHN2 CHRNA3 CIAPIN1 CLASP1 CLASP2 CLC CLEC12B CLIP1 CLPB CNIH4 CNKSR3 COL18A1-AS1 COPS3 CORO1C COX16 COX7CP3 CPA5 CPEB1 CPNE6 CR1 CRACR2B CRAT CRLF3P3 CRPPA CRYBG2 CRYL1 CSGALNACT2 CSMD3 CSTPP1 CTBP2 CTIF CTNNBL1 CTNND2 CTSA CTTNBP2 CUEDC2 CUL2 CWC22 CWF19L1 CYB561 CYB5R4 CYRIB DCN DCTN1 DCTN6 DCTN6-DT DDX18 DDX25 DDX5 DENND4A DENND6A-AS1 DEPDC5 DGKI DHDDS DHRS2 DHRSX DLGAP1 DMD DMXL2 DNAH9 DNAJB6 DNAJC16 DNAJC30 DNM2 DPP9 DPYD-AS2 DSCAML1 DTD2 DUXAP5 DYNLRB1 ECHDC1 EEF1A1P25 EFHC1 EGFR EGR2 EHD3 EHMT1 EIF2B3 EIF2B5 EIF2B5-DT EIF3F EIF4H ELAVL2 ELOBP3 ELOVL2-AS1 EMB EMC1-AS1 ENAH ENSA ENSG00000214942 ENSG00000229720 ENSG00000237987 ENSG00000260926 ENSG00000266976 EPB41L3 EPRS1 ERICH1 EVI2A EVI5 FAM110B FAM114A1 FAM193B FAM193B-DT FAM210A FAM245A FAM76A FAM83A-AS1 FAM91A1 FANCA FAP FASTK FBXL14 FBXW7 FCHSD2 FCRL2 FGF19 FHIP1B FHL2 FLAD1 FNDC3B FOXJ3 FOXK2 FRG2LP FRY FUZ G2E3 GALM GALNT11 GAPDHP35 GAS7 GASK1B GASK1B-AS1 GATB GBA1 GCNT2 GEMIN6 GFOD1 GFUS GGA3 GGNBP2 GIGYF2 GIN1 GLUD1 GNG12-AS1 GNPTAB GOLGA2P5 GOLM2 GP6 GPR141 GRK4 GRM8 GRWD1 GSPT1 GSTCD GTF2H4 GTF2IRD1P1 GULOP H3-3A HK1 HLA-DOA HMBOX1 HMG20A HMOX2 HOXB3 HPS4 HSD17B2 HSD17B7 HSPB3 HTD2 HTR3B HUS1 ICAM1 ID2-AS1 IGFL2 IL1RN IL4R INPP1 INTS10 INTS12 INTS5 INTS6 IQCK ITIH4 ITM2C JKAMP KCNIP2 KCNN3 KCTD1 KCTD9 KDM1A KDM4B KDM5C KDSR KIAA0513 KIF21A KLHDC7B-DT KLHL14 KMT2A KRT223P L3HYPDH LAPTM4B LCP2 LGALS3BP LGI1 LIMA1 LIMCH1 LINC00216 LINC00240 LINC00347 LINC00461 LINC00570 LINC00626 LINC00687 LINC00710 LINC00933 LINC01058 LINC01116 LINC01237 LINC01335 LINC01350 LINC01470 LINC01533 LINC01587 LINC01588 LINC01619 LINC01704 LINC01719 LINC01738 LINC01830 LINC01870 LINC01871 LINC02068 LINC02073 LINC02198 LINC02289 LINC02513 LINC02532 LINC02670 LINC02861 LINC02922 LINC02960 LINS1 LIPC LIX1L-AS1 LOC124900421 LOC124901508 LOC574538 LPP LRRC19 LRRC8B LRRFIP2 LYRM4 LYRM4-AS1 MACC1-AS1 MALAT1 MAPK4 MAPK8IP3 MAPRE1P1 MARCHF4 MARK3 MATR3 MDH1 ME2 MEG3 MEIS1 MEIS3 METTL1P1 METTL25 MFF MGMT MGST1 MIA3 MIR3973 MIR5087 MIR5188 MIR646HG MIR6885 MIR802 MIR9-3HG MIR99AHG MMP27 MOCS2 MOCS2-DT MOV10L1 MRPL1 MRPL17 MRPL44 MRPS15 MRPS23 MRRF MSANTD4 MTF2 MTFR1 MTND3P8 MTND4LP21 MTND4P10 MTND5P12 MUSTN1 MXRA7 MYO1E NACA4P NATP NDEL1 NDP-AS1 NDRG1 NDST4 NDUFS7 NEAT1 NEBL NEDD4L NEK7 NFIA NHLRC1 NHP2 NIN NIPAL2 NLGN1 NLRP1 NMD3 NMRAL1 NMU NNMT NPLOC4 NR1H2 NR3C1 NR3C2 NRIP1 NSMAF NT5DC3 NUP93 ODF1 OSBPL8 P2RX6 P4HA2 PAM16 PAQR9-AS1 PARVB PATJ PCAT14 PCBP3 PCDHAC2 PDCD4 PDP1 PEAK1 PGBP PHF5A PIERCE2 PIGM PIGS PIPOX PKM PLA2G4D PLD4 PNLDC1 PNLIP POLDIP3 POM121 POMGNT2 POU2F1 PPFIA3 PPIP5K2 PPP1CC PPP1R13B PPP1R14C PPP2R1A PRKAG2 PRKAG2-AS2 PRKCE PRKCH PRND PRTFDC1 PRUNE2 PSD3 PSMA6P3 PSMD1 PTDSS2 PTGER2 PTPA PTPN4 PTPRE PTPRG-AS1 PTTG1IP PUM1 PUM2 PUS3 RAB11A RAB3D RAB3GAP2 RAD51B RAD52 RANBP2 RASA2 RASSF1 RASSF5 RBBP5 RBBP8 RBM47 RBM8A RCBTB2P1 RCOR1 REV1 REV3L RFC1 RGMA RIMS1 RIPPLY2 RN7SL741P RNA5SP222 RNA5SP48 RND3 RNF130 RNF34 RNMT RNPEP RNU1-19P RNU11 RNU6-1075P RNU6-107P RNU6-116P RNU6-1318P RNU6-178P RNU6-211P RNU6-360P RNU6-365P RNU6-502P RNU6-522P RNU6-530P RNU6-531P RNU6-554P RNU6-588P RNU6-628P RNU6-752P RNU6-757P RNU6-792P RNU6-821P RNU6-884P RNU6-942P RNU6-953P RNVU1-21 RPL15P22 RPL27 RPL32P9 RPL36 RPL36AP17 RPL3P4 RPL5 RPL5P2 RPL7L1P17 RPL9P21 RPN2 RPP14 RPS6KA5 RPS6KB2 RRAS2P2 RRM2B RSU1P2 RTTN SBNO2 SCAT2 SCGB2B2 SCML4 SCN2A SDC2 SEC22B SECISBP2L SEL1L SEMA6A SEPHS1 SEPTIN9 SERPINB2 SETD1A SETX SF3A3 SF3B5 SGO2 SGTB SH2B3 SH2D4B SIPA1L3 SIRT4 SKP2 SLC12A1 SLC12A8 SLC25A3 SLC37A3 SLC37A4 SLC39A14 SLC4A1AP SLC5A10 SLX4IP SMARCA2 SMARCAL1-AS1 SMARCD2 SMARCE1 SMG5 SMG7 SMG7-AS1 SMG8 SNAI2 SNAP23 SNHG29 SNORD113-9 SNORD13 SNORD49B SNX2 SNX8 SOCS4 SORT1 SPAG4 SPARC SPATS2L SPEF2 SPINK1 SPOP SPPL2B SPRED2 SPTBN1 SRRM1 SRSF7 SSC5D ST3GAL5 STRA6 STRC STRN4 SUGT1 SUN3 SZT2 TAAR3P TAF6L TARS2 TAX1BP1 TBC1D14 TBC1D4 TBCD TCF12 TCF3 TFAP2A TIMM8BP1 TJP1 TLE4 TLE6 TM9SF3 TMBIM6 TMED3 TMEM160 TMEM179 TMEM205 TMEM79 TMIGD3 TNFRSF10B TNIK TNK2-AS1 TNKS TPM3 TRAF3IP2-AS1 TRAJ30 TRAJ34 TRAPPC10 TRAPPC3 TRMT1 TTC21B TTI2 TTLL2 TTLL6 TUBA1B TUBB4BP1 TUBD1 TUT1 U2SURP UBB UBC UBE2I UBE2Q2P1 UBR3 UBR5-DT UBXN2A UCHL1 UCHL1-DT ULK4 USP17L7 USP24 USP27X USP27X-DT USP8 UTP15 UTP3 VARS2 VDAC1P8 VEZF1 VPS4A WARS1 WBP2 WDHD1 WDPCP WDR18 WDR59 WDR86-AS1 WT1 WWTR1 WWTR1-AS1 XPO5 ZBTB20 ZCCHC24 ZCCHC7 ZEB2 ZFAND5 ZFP30 ZNF106 ZNF16 ZNF195 ZNF225 ZNF225-AS1 ZNF251 ZNF254 ZNF331 ZNF385D-AS2 ZNF493 ZNF517 ZNF585B ZNF600 ZNF781 ZNF790 ZNF827 PAX8_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PAX8_TARGET_GENES ABCG1 ACTMAP ADGRG1 ALOX12-AS1 ARID4A ARMCX4 ARMH4 ASF1A C14orf93 CAMKMT CDC42SE1 CDK4 CELF4 CGREF1 CNOT1 COL5A1 CSF2RB CYB5A CYREN DGCR8 DHRS13 DLX4 DOC2A DVL2 DYNC2I2 EIF5B EPB41L4B FAM117B FGD2 FKBP14-AS1 FNBP4 FNDC3A FSD1 GABPB2 GCC2 GET4 GNA15 HLA-DMB ITGB2 KAT5 LAMP1 LINC02371 LINC03068 MAFF MEGF6 MLLT11 MX1 NAB2 NACA NEMP1 NR1I2 PLCL1 PLEKHB1 PNPLA8 POLR1B PPP4R3A PPP6R1 PREPL PRR29-AS1 PRSS2 PSMA3-AS1 PURPL RAB40B RAB5B RAD9A RHBDF1 RIGI RNASEK RNASEK-C17orf49 RNU6ATAC RPL32P3 SAP30 SAP30-DT SLC6A6 SMIM30 SNRPA SNRPEP4 SRSF3 SYNGAP1 TFDP1 TMEM204 TMEM248 TRIM62 TWF2-DT TXNDC9 UCP2 UPF3A VTRNA1-2 ZNF143 PBRM1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PBRM1_TARGET_GENES INSYN1 MTND5P11 NPAS1 NR2F6 STK24 STK24-AS1 TMEM229A TSC22D2 PBXIP1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PBXIP1_TARGET_GENES AAAS ABR ACE ACOXL ACP1 ACSF2 ACSL6 ACTB ACY3 AGAP3 AHRR ANO1 AP3D1 ARHGEF11 ARHGEF2 ARL2BPP4 ASS1 ATG4B ATP8B1-AS1 B2M B4GALNT1 BCKDK BLTP2 C2orf72 C3orf86P CABP1-DT CALR CCDC107 CCDC85C CCDC97 CD19 CD68 CDCA5 CDCA7L CDH5 CEP104 CFAP119 CHAD CLDN14 CMTM5 CNTNAP5-DT CRELD2 CRYBG2 CSGALNACT2 CSGALNACT2-DT CSMD3 CSTPP1 CTBP1 CYFIP1 CYP26C1 CYP26C1-DT CYP2S1 DAB1 DEGS2 DIPK1B DKKL1P1 DLGAP4 DMKN DNMT1 DPP9 DPYSL5 DTX1 DTX3 ECHDC3 EDC4 EMSLR ENSG00000260660 ENSG00000271776 ENTPD8 EPHB6 ERICH6B EVC2 FADS2 FAM114A1 FBF1 FBLN2 FBRSL1 FCGBP FDFT1 FEZF1 FEZF1-AS1 FGF21 FN1-DT FTH1 FUNDC2P2 FUT1 GAL3ST2 GAREM2 GAS6 GDF6 GFY GLB1L3 GMIP GOLGA6L7 GPIHBP1 GPR78 GRAMD1B GRB14 GREB1L GREB1L-DT GSG1L GSTA4 H3C4 HAUS6P3 HMGA2 HNRNPA2B1 HOTTIP HOXB7 HSF1 HSP90AA2P HSPA8 IGF2R IGHA2 IGHD1-26 IGLV1-40 IL18BP ILF3 INHA JRK KCNA1 KCNIP3 KCTD1 KIF21B KLC3 KNSTRN KPNA6 KRT18 KRT42P KRT5 KRT87P KSR1P1 LBX1 LGR6 LILRP2 LINC00895 LINC01093 LINC01270 LINC01310 LINC02074 LINC02746 LIPG MALAT1 MAU2 MED12L MIR196A1 MIR4507 MIR4538 MIR663B MIR770 MMP17 MT2P1 MX2 NCAPG2 NCR2 NDRG4 NDST2 NDUFA4P1 NDUFB10 NDUFB3 NFATC1 NOTCH4 NPIPB2 NRXN1 NRXN3 NUDT10 PABPC1 PAH PAMR1 PARP2 PDCD5 PDE4C PDE6G PIANP PLEKHA6 PMEL PODXL PPIAP22 PRAMEF18 PREX1 PRKAR1B PRR18 PRSS51 PSMC5 PTH2 PTK2B PTPRG-AS1 QRFP RAB37 RANBP3 RCAN3 RDH13 RELN RN7SK RN7SL340P RNA5SP379 RNA5SP84 RNU6-994P RPL12P33 RPL15P3 RPL18AP3 RPL24P4 RPL34P27 RPL39P3 RPS15AP1 RPS16P9 RPS29 SAMD11 SAP25 SAPCD2P4 SCGB2B3P SERPINA13P SGSM3 SH3BP2 SH3YL1 SHROOM1 SIDT2 SLC13A5 SLC17A7 SLC25A23 SLC25A3 SLC26A5 SLC39A12 SLC44A4 SLC51A SLK SLMAP SMAD3 SMIM17 SMUG1 SNHG14 SNORD115-13 SNORD14C SNORD14D SNX33P1 SPAG7 SPATA3 ST13P5 SUGT1P4 SUGT1P4-STRA6LP SUGT1P4-STRA6LP-CCDC180 TBL2 TCF3 THBS1 THRSP TMEM178B TMEM219 TMEM265 TMSB4XP8 TNFRSF13C TNS2 TNS3 TPRG1 TRAPPC12 TRBV3-1 TSHZ2 TTC3 TTC34 TUBA1B-AS1 TUBB8 UBR5 UHRF2 UNC5D VGLL2 VIPR2 VPS36 VPS51P6 VWA2 WDHD1 WDR83 WDR83OS WEE1P1 WIZ XRCC1 ZDHHC11 ZFP41 ZFP64 ZFPL1 ZMIZ1 ZMIZ2 ZNF496 ZNF593OS ZP3 PCGF1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PCGF1_TARGET_GENES ABCF1 ABLIM3 ACAP3 ACAT1 ACBD4 ACBD7 ACVR1 ACVR2A ADAM15 ADAMTSL4 AHDC1 AHNAK AK4 AKAP1 AKAP1-DT AKAP8 AKR7A2 AKT1 AMZ2 AMZ2P1 ANKRD13B ANKRD18CP ANKRD18DP ANKRD19P ANO8 ANXA2 ANXA4 ANXA6 APOLD1 AQP3 ARHGAP21 ARHGEF10 ARHGEF19 ARID1B ARL6IP6 ARMT1 ARRB1 ARVCF ASIC1 ATF3 ATP1A1 ATP1B2 ATP6V0E2 ATXN7L1 ATXN7L3 AXIN2 B3GNT5 B4GALNT1 B4GALT7 BAHD1 BAIAP2 BAIAP2-DT BBLN BCAP29 BCL7A BCR BCRP8 BEND6 BHLHE40 BMI1 BMP8A BNIP3 BSDC1 BTNL9 C11orf68 C2CD2 C6orf120 C6orf136 CA8 CALM1 CALM3 CALU CAMSAP2 CASP9 CASZ1 CCDC138 CCHCR1 CCNYL1 CD24 CD99P1 CDC14B CDC42BPA CDH24 CDHR2 CDHR3 CDK5R1 CDK6 CDKN1C CDYL CEP250 CFAP97 CILK1 CKB CLCN2 CLIP2 CLTCL1 CNOT11 COPRS CPAMD8 CPEB2 CPEB2-DT CRAMP1 CRBN CRELD1 CRLF1 CRNDE CTBP1 CTBP1-DT CTNNA1 CTNNA1-AS1 CTSD CYP46A1 DCBLD1 DCTN1 DCUN1D1 DDX20 DEF8 DGKA DHCR24-DT DHRS11 DLGAP4-AS1 DMTN DNAJC16 DNAJC9-AS1 DNM1 DNMBP DNMT3B DOK1 DOK4 DPY19L1 DRAP1 DST DUSP8 E2F7 EFCAB15P EFNB2 EGLN3 EMD EPC2 EPHX1 ERBB3 ERICH2-DT ESPN FAM216A FAM83H FBRSL1 FBXO31 FGFRL1 FLJ20021 FN3K FNBP1 FRS3 FSCN1 FSTL3 FUT11 FYN GAA GAB2 GABBR1 GADD45B GALNT1 GALNT12 GARNL3 GARRE1 GCSH GDF5 GFOD1 GGCX GGH GINS2 GIT1 GK5 GLB1 GLI4 GLIPR2 GNB2 GNB4 GNG7 GPBP1 GPD1L GPI GPN3 GRINA GTPBP3 HBEGF HES2 HOOK3 ID3 IFFO2 IL17RA IL6ST IL6ST-DT ILK IMMT INKA2 INTS15 IQANK1 IQGAP3 IRAG1-AS1 IRF2BP2 IRX5 ISYNA1 ITPR3 JADE1 JUND KAT2B KCNJ11 KCNQ4 KCTD15 KDF1 KHDRBS3 KIF1B KIFC2 KLC2-AS2 KLF4 KMT5B KRTAP5-AS1 L3MBTL3 LDHA LIMD2 LIMK1 LIN9 LINC01971 LINC01976 LINC02482 LLGL2 LNCOC1 LOC100505915 LOC124901296 LONRF1 LPGAT1 LPGAT1-AS1 LRP10 LSM3 MAFA MAFF MALINC1 MAN1A2 MAP3K14-AS1 MAP3K3 MAP3K8 MAPK15 MAPKBP1 MARCHF8 MCM3AP MDH2 MEAF6 MED13L MED15 MEGF9 MELTF-AS1 MEX3A MFSD1 MICAL1 MICALL1 MIDEAS MIDEAS-AS1 MIDN MIEF2 MIR3188 MIR4664 MIR4710 MISP3 MLF1 MLF1-DT MLXIPL MPHOSPH6 MPHOSPH6-DT MRPL11 MSANTD2 MSANTD2-AS1 MSRA-DT MTERF3 MTMR10 MTURN MVD MXD4 MYCL MYO19 N4BP2 NAB1 NADK NALF1 NANOS1 NARS2 NAV2 NAV2-AS6 NCAPD3 NDST1 NDST1-AS1 NELFA NFATC1 NFIB NKTR NMT2 NOL4L NOSIP NOTUM NR3C2 NRBP2 NUDT16L1 NUDT3 OSGIN2 OTULIN-DT P3H3 PACSIN2 PAOX PARP10 PARP4 PARP6 PAX6 PCGF1 PDSS2 PELI3 PFKFB2 PFKL PFKP PHACTR2 PHAF1 PHF10 PHF19 PHLDA2 PI4KA PIGC PIGP PIGU PIGW PIK3R1 PINK1 PITX3 PLAGL1 PLCB2 PLCG2 PLEC PLEKHA8 PLEKHH2 PLEKHO1 PMS2P3 PNCK PNPLA8 POFUT2 POLR2H POMGNT2 PPARA PPFIA3 PPP1R13B PPP1R13B-DT PPP1R14B PPP1R26 PPP1R3E PPP2R5B PPP3CA PPP3CB PPP3CB-AS1 PPP5D1P PRELID2 PRELID3A PRKAG2 PRPF40A PRR12 PSMA7 PSMG2 PTCH1 PTDSS1 PURA PUSL1 PYGL RAB1B RAB30-DT RAB40B RAD51C RANBP1 RAP1GAP RAPGEFL1 RASGEF1C RASGRP2 RBM43 RBPJ RCN1 RCOR3 RDH10 REPIN1 RHEB RHOG RHPN2 RMND1 RNF141 RNF170 RNF19A RNF19B RO60 RPL7 RPP25L RRN3 RRP8 RUNX1 RXRA SC5D SCARNA2 SDCBP SDF2L1 SEC22C SEMA3F SEPHS1 SETD7 SFXN5 SGK3 SGMS1 SGMS1-AS1 SIAH1 SLC10A4 SLC20A2 SLC22A31 SLC25A28 SLC25A28-DT SLC25A33 SLC2A4RG SLC2A8 SLC30A3 SLC35E1 SLC39A8 SLC43A1 SLC4A1AP SLC66A1 SLC6A8 SMIM19 SNAI3 SNAI3-AS1 SNAP29 SNHG7 SNX24 SNX25 SNX30 SNX30-DT SOCS2 SOCS3 SOCS3-DT SOGA1 SP3 SPECC1L SPECC1L-ADORA2A SPRED2 SRA1 SRRM3 SS18L1 SSBP4 SSH2 STAP2 STIM2 STIM2-AS1 STK17B STK35 SUB1 SUN1 SUPT4H1 SUPT7L SYDE2 SYT7 TAF4 TAL1 TATDN2 TBC1D1 TBC1D8 TBL1XR1 TCAIM TCF19 TCF7 TDH-AS1 TDRKH TEAD1 TEDC1 TENT4A TENT5C-DT TEX14 TGIF2 TGIF2-RAB5IF THEM6 TIGAR TLNRD1 TM7SF3 TMEM109-DT TMEM123 TMEM123-DT TMEM268 TMPPE TNK2 TNRC6C TOB1-AS1 TONSL TOR1B TOR3A TPPP TRABD-AS1 TRIB1 TRIM33 TRMT2A TRNP1 TRPC1 TTC3 TTL TULP4 UCHL5 UGCG ULK4 UPP2 URGCP USF2 USP25 USP45 USP46 USP46-DT VAMP8 VASP VDR VHL VIM VPS13D VPS26A VPS26B VPS28 VPS37D VWA1 WDR27 WDR41 WDR91 WWC2 XPC YBEY YOD1 YPEL1 ZBTB18 ZBTB46 ZC3H12A ZC3H12A-DT ZEB1 ZEB1-AS1 ZFTRAF1 ZMIZ1 ZMIZ1-AS1 ZMYM2 ZNF10 ZNF248 ZNF248-AS1 ZNF277 ZNF280D ZNF318 ZNF324B ZNF512B ZNF670 ZNF670-ZNF695 ZNF709 ZNF775 ZNF891 ZSWIM6 PCGF6_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PCGF6_TARGET_GENES ABLIM3 ALDOA AMN1 ARFGAP3 ARHGEF1 ARMC6 ASAH2B ATL3 C10orf88B C19orf38 CCDC126 CCNT1 CDIP1 CDKL3 CENPS CENPS-CORT CIDECP1 CKLF CKLF-CMTM1 COPS7A DDX50 DERL2 DHDDS DHX40 DNAJC11 EBLN3P ENSG00000176593 ERP29 EVI5 FAM24B FANCD2 GCC1 GSR INTS3 KHSRP LACTB2 MEPCE MFAP1 MGA MIS12 NOC3L OSCP1 PHF20 RAD9B RFC1 RFX2 RHBDD1 RIOK2 RPA2 SCAPER SEH1L SNRPD1 SPOP SUGP2 TASOR TASOR2 THAP7 THAP7-AS1 TK2 TLCD3B TMED1 TMEM116 TMEM167B TMEM167B-DT TSSK3 UBE2B UTP11 VPS29 VRK3 WDR36 XKR9 ZCCHC7 ZNF14 ZNF473 ZNF606 ZNF628 ZNF790 PER1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PER1_TARGET_GENES EEF1A1 EIF4A2 FST GAS5 H3C4 HNRNPH1 HNRNPK MIR7111 MRPS30 NTS PNRC2 RABGGTB RBM39 RPL12 RPL17 RPL21 RPL3 RPL34 SFPQ SGK1 SLC38A2 SLC38A2-AS1 SNORA63 SNORA63B SNORA81 SNORD12 SNORD12B SNORD45A SNORD49A SNRPG SRSF1 VPS52 ZNF773 PGBD5_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PGBD5_TARGET_GENES ANG CLASP1 GSTA4 HMGN4 LINC01719 LINC02136 LRP3 MIR3120 MIR5087 PARP2 PHLDA1 PHLDA1-DT PPP6R3 PRMT5 PRMT5-DT RNASE4 RNVU1-21 RPS29 SCAND3 SHF SLC27A4 TRIM41 PGM3_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PGM3_TARGET_GENES ABCA7 ACAP2 ACTN4 ACTR1B ADAT3 AGK AGK-DT AHNAK ANAPC5 AP1S2 AP2A1 APPBP2 APPBP2-DT APRT APTR ARAP1 ARL3 ARPC5 ATG16L2 ATP5ME BAZ1B BCDIN3D-AS1 C2orf92 C5orf24 C8orf58 C9orf78 CANX CCDC40 CCNDBP1 CDK13 CDK13-DT CDK2AP1 CDK2AP2 CERNA3 CIAO3 CIC CIRBP CKS1B CLCN2 CLCN6 CLSTN3 CNIH2 CNP COMTD1 COPS7B COTL1 CROCCP2 CRYZL1 DALRD3 DDIT4 DHX34 DIP2A DMWD DNAJB1 DPCD DYNC2I2 EEF1D EIF2D EIF4A1 EIF4ENIF1 EIF5 ENSG00000176593 ENSG00000268403 EXD3 FAM117A FAM20C FANCA FASN FMNL1 FMNL1-DT FOXRED1 GADD45B GBA1 GBAP1 GDI2 GLIS3 GNG8 GOLGA5 GRK4 GTF2I HDGF HDGFL2 HDLBP HECTD1 HERC4 HIP1 HNRNPA1 HOXB9 INKA1 ISOC2 JMJD4 KAT6A KAT7 KDELR3 KDM4B KIF1B KLF10 KMT2A KMT5C KPNB1 KPNB1-DT LENG1 LINC01238 LINC01881 LRR1 MAF1 MAN1B1 MAN1B1-DT MAP3K11 MAP4 MAPK1IP1L MAPRE3 MARK3 MED13L MFSD11 MIDN MIR124-3 MIR191 MIR3190 MIR3677HG MIR4479 MIR4492 MROH1 MST1P2 MTG2 MTHFR MTMR12 MYDGF NAGLU NCKAP5L NDUFAF3 NLRX1 NME6 NOL6 NOP14 NOXA1 NT5DC2 PAK2 PARN PARP2 PCBD2 PCBP2 PDE4A PDE6D PDE8A PDZD7 PER2 PGK1 PLEKHH3 PNMA1 POLH POLR2H POLR2J4 POLR3K PPIB PPP6R1 PRKACA PRORSD1P PSMG3 PSMG3-AS1 PTBP1 PTK2B PXK PXN-AS1 QRICH1 RAB40C RAB4B RAB4B-EGLN2 RABAC1 RARA RELT RGL1 RN7SL1 RN7SL2 RNF135 RNF34 RNPS1 RPL8 RPLP0 RPS20 RPS29 RPS6KB1 RSAD1 RSBN1L SAFB SAFB2 SAMD11 SAP30L SAP30L-AS1 SBNO2 SCAMP4 SEMA7A SENP6 SEPTIN2 SERTAD2 SFXN2 SFXN3 SHARPIN SHC1 SIGIRR SLBP SLC26A6 SLC35E2B SMARCC1 SMOX SMPDL3A SNAP47 SNORD54 SNRNP25 SNRNP70 SPAG1 SPDYE1-AS1 SRCAP SREK1 SRPRA SRSF2 SSBP3 STAM2 STARD7 STAT3 STK11 STRIP2 TBC1D13 TBC1D16 THOP1 THRA TIGD5 TIMM22 TMEM120A TMEM219 TMEM42 TOB1 TOB1-AS1 TONSL TPM1 TRAF2 TRIM35 TRMU TRNAU1AP TTLL1 TUBB4B TUBD1 UBALD2 UBE2I UBTF UIMC1 UNG UQCC5 USP20 USP36 USP9X VASN VPS37C VPS9D1 WIPI2 XPO5 XPOT YJU2 ZFAND5 ZMYM2 ZNF143 ZNF276 ZNF451-AS1 ZNF513 ZNF532 ZNF555 ZNF606 ZNF687 ZNF687-AS1 PHB2_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PHB2_TARGET_GENES AAAS ABT1P1 ACRBP ACSL6 AGRN AHI1 AQP8 ARF4 ARFGEF2 ARRDC2 ASIC1 ASIC4 ATG4D ATP2B4 AXL BAHCC1 BCCIP BLTP3B BSG C11orf21 C17orf58 CA1 CAMK2N1 CASS4 CCDC137P1 CCDC162P CEP95 CFAP418-AS1 CHCHD2 CHD4 CHMP3 CHPT1 CLEC16A CLP1 CLTC CNGB1 CPQ CPXM1 CRKL CRPPA-AS1 DAAM1 DAZAP1 DDA1 DDX1 DNAAF5 DNAJB2 DNHD1 EGFL7 EHD1 ENAM ENSG00000230615 ENSG00000260592 ENSG00000266976 ERCC2 EXOSC10 EXOSC7 FAM234B FAM83A FAM83A-AS2 FAXDC2 FCMR FKBP8 FOXO3 FOXO4 G6PD GARRE1 GET4 GFI1B GMFB GUK1 GYPA GYPB GYPE HDAC6 HDDC2 HEMGN HMBS HOMER2 IL1R1 IQGAP1 KCNQ4 KIRREL2 KLHL22 KLRK1-AS1 KRTAP1-3 LAMP1 LINC00431 LINC01969 LINC02772 LINC02928 LYL1 MAN2A2 MARCHF2 MCAM MEF2C-AS1 MEGF11 MFAP3L MIIP MIR1205 MIR130AHG MIR4252 MIR4441 MIR4659B MIR4729 MIR4766 MYO5B NACC1 NECAB2 NECTIN2 NFE2 NFIX NFKBIE NIPSNAP2 NLRP7 NME2 NPL NUP155 NXT2 PDE6G PIGL PIK3AP1 PISD PLA2G6 PLEKHA4 POGLUT1 PPOX PPP1R15A PREX1 PRKD1 PRSS8 PTMS RABEP2 RANBP1 RBPJL RFX1 RHBDD1 RHOBTB3 RIPOR3 RN7SKP192 RNA5SP324 RNF43 RNFT2 RNU5F-1 RNU6-169P RNVU1-14 RNVU1-19 RNVU1-26 RNVU1-32 RNY3P11 RPL22L1 RPS16 RPS21P8 RUNX1T1 RUSF1 S100Z SDE2 SEPTIN9 SFRP5 SIGLEC27P SIN3B SLC22A7 SLC8A2 SMG1 SNORD3J SPATA5L1 SPINK4 SPTAN1 SRD5A3-AS1 SSBL4P SYN3 TATDN3 TBC1D4 TBKBP1 TBL3 TCP10L2 TCP11L2 TEPP TESMIN TFR2 TKFC TMBIM1 TMCC3 TMEM116 TNS1 TRAPPC9 TRMT1 UBASH3A UBE2O UBE2QL1 UBTF UCA1 UHRF1BP1L-DT UQCC3 UROD UROS USP20 VILL WIPI2 WNK4 WWC2-AS1 YJU2 YPEL4 ZCCHC24 ZFPM2 ZNF83 PHF21A_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PHF21A_TARGET_GENES ACBD5 ACO2 ACVR1 ACVR2A AFMID AGTPBP1 AKTIP ANG ARHGEF12 ARID1A ATG3 ATP5F1E AZGP1P2 B4GAT1 B4GAT1-DT BCL9L BHLHE40 BRD2 BRMS1 BRWD1 BRWD1-AS2 C16orf89 C5orf34 CA11 CAMKMT CAMSAP2 CAMTA2 CAPN10 CARHSP1 CARHSP1-DT CAST CAT CBLN1 CBX2 CCDC191 CCDC88A CCDC88C CCN1 CCNG2 CDC40 CDCA7 CHEK2 CLOCK CNBP COX16 CRBN CRYZL1 CSNK1D CTDSP2 CTIF CTNNB1 CTTNBP2 CYP1B1-AS1 CYP2R1 DAPK1 DBP DDIT4 DIP2A DNAJB5 DNAJB5-DT E2F3 EBF4 EIF2S3 ELAC1 EMC9 ENSG00000236543 ENSG00000274253 EPB41 EPC1-AS2 ERCC1 ESCO2 ETS2 FADS3 FAHD1 FAM135A FAM83A FAM83A-AS2 FAR1 FAR1-IT1 FARP2 FAT1 FBXO21 FBXO25 FBXO33 FGFR4 FOSL2 FRG1HP FZD1 GAL3ST4 GAPVD1 GBA1 GFER GNAS GPR107 H3P2 HAGH HDAC7 HELLS HERPUD1 HEY1 HIC1 HLA-DMA HNRNPD HNRNPD-DT HOXA-AS2 HSCB ICE1 IL10RA IMPA2 IRGQ ISL2 ITGA3 ITSN1 JMJD1C JMJD4 KBTBD11-AS1 KBTBD7 KCNH2 KDM3A KEAP1 KIAA0319 KLHDC9 KMT2A LINC00963 LINC01126 LINC01547 LINC02366 LIPT2-AS1 LIVAR LMNB1 LMNB1-DT LNCTSI LRP12 LRRC27 LRRC32 LRRC7 MACO1 MALT1 MEF2A MEIS1 MEIS1-AS3 MID1IP1 MID1IP1-AS1 MIR22HG MME MNX1 MNX1-AS1 MOAP1 MOV10 MPV17L2 MSANTD2 MSANTD2-AS1 MXI1 MYADM MYADM-AS1 NAA16 NADK NDUFS7 NKAPP1 NOTCH2NLA NR2C1 NR2F2-AS1 NUDT15 OR1AB1P OSER1 OSER1-DT PAFAH1B3 PALS1 PATL1 PCBD1 PCOLCE PCOLCE-AS1 PDCD6IPP2 PGAP6 PHF21A PHF5A PIGQ PIK3C2B PLCXD2 PLEKHM3 PNRC1 POLD3 POLDIP3 POU3F2 PPP6R1 PREPL PRKCE PSPH PTGDS PWWP2A PYCR1 QTRT2 RAB39A RAB4B RAB4B-EGLN2 RABGAP1 RASIP1 RASSF4 RBPJ RERE RERE-AS1 REX1BD RHCE RIOK2 RN7SKP249 RNASE4 RNF187 RNFT2 RNPEP RNVU1-30 ROR2 RPA1 RPL23AP53 RPL32 RPL32P3 RPS6KL1 RRM2 RWDD1 S1PR1 S1PR1-DT SAPCD2 SCAPER SCN9A SERPINH1 SF1 SF1-DT SHOX2 SLC12A5 SLC12A5-AS1 SLC22A11 SLC25A36 SLC35E2A SLC35F2 SLX9 SMIM15 SMYD4 SNAP47 SPRING1 SRRM5 SSBP2 ST7 ST7-OT4 STARD3NL STEAP1B STPG1 SUZ12P1 SYNCRIP SYT8 TBC1D4 TCOF1 TDRKH TDRKH-AS1 THEM6 TIGAR TK1 TMEM181 TMEM243 TMEM41A TNRC18 TOR3A TRIM2 TRIM26 TRIOBP TSPAN14 TTL TUBBP5 TXNRD2 UBAP1L UBE2D4 UHRF1 UPP2 URGCP VEGFA VIM VPS37D WASF1 WDR73 WDR81 WHAMM WNK4 WWP1 ZBTB32 ZEB2 ZFP36L2 ZNF555 ZNF576 ZNF596 ZNRF2 PIAS4_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PIAS4_TARGET_GENES ACSM3 ADAMTS9-AS2 AHDC1 BRAF CA1 CAPN1 CCDC106 CDC14B COL6A1 CREB1 CRYBB2 CSNK1G2 CSNK2A1 DNAJB2 DOK1 DXO EMC10 EMD ENSG00000226172 FAM53C FBXO34 FBXO34-AS1 GARIN5A H1-2 H2AC12 H2AC5P H2AC8 H2BC12 H2BC3 H2BC5 H3C10 H3C12 H4C2 H4C5 H4C8 HECA HES4 IFT46 ISG15 ISG20L2 JOSD2 KICS2 LINC00114 LINC00930 LINC01731 LINC02453 LOXL3 METTL25B MIR3143 MIR4757 MSRB2 NSUN4 NUDT18 PDE4A PML PPFIA3 PRMT5-AS1 RALGAPA1 RBKS RFX1 RHBDD1 RNU6-921P RPL38 SERPINA7 SPAG4 STAP2 STK19 STOML1 TMEM241 TMEM259 TP53BP1 TSPAN31 UQCC4 VCAN VPS37B ZBTB21 ZNF580 ZNF581 PITX1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PITX1_TARGET_GENES AAGAB ABHD11 ABHD2 ACADSB ACKR2 ACTR2 ADGRF3 ADPGK AGBL5 AGBL5-AS1 AGPAT1 AHCYL1 AK3 ALDOA ALG11 ALG3 AMN AMN1 ANAPC5 ANKFY1 ANKRD13C ANKZF1 APBB3 APPBP2 APPBP2-DT ARAP1 ARID4A ARL6IP1 ARMC10 ARMH4 ASH2L ATAD1 ATG9A ATP6V1D ATP7B BAZ1B BLOC1S5 BLOC1S5-TXNDC5 BNIP1 BOD1L1 BRAF BRAP BRK1 BUD13 BUD13-DT C20orf96 C5orf24 CADM4 CAPS2 CBX5 CCDC121 CCDC127 CCDC163 CCDC97 CCNB1 CCT3 CD27-AS1 CDC7 CENPK CENPL CENPQ CEP85 CFAP298 CFAP298-TCP10L CLIC1 CMSS1 COMMD1 COQ10B COX15 COX19 CRB3 CROCCP2 CRYZL1 CSNK2A1 CTC-338M12.4 CUTC CYP51A1 DARS2 DDX46 DDX55 DESI1 DHODH DIMT1 DLEU1 DLEU2 DMAC2 DMXL1 DMXL1-DT DNAJB12 DTL DUSP19 EARS2 ECE2 EEF1A1 EFHC1 EIF1 EIF2B4 EIF2S1 ELP6 EMC4 ENC1 ENSG00000224090 ENSG00000254718 ENSG00000274015 ENSG00000275765 ERBB3 ESRP2 EWSAT1 EXOC8 FADS1 FAM114A2 FAM174B FAR1 FAR1-IT1 FBL FBXL13 FBXL18 FBXO22 FBXO38 FBXO38-DT FEM1B FIS1 FNIP1 FRMD5 FSIP1 G3BP1 GAPDH GAPDH-DT GAU1 GCDH GIN1 GLOD4 GNAI2 GON7 GPN1 GPRC5A GRPEL2 GTF2IRD1P1 GUK1 GUSB H2AZ2-DT H2BC7 HERC1 HHLA3 HIGD2A HMGXB3 HNRNPA1 HYAL3 ICAM3 IFNAR1 IK IKZF5 IL17RA INTS7 IPO11 IPPK IQCH ITFG2 ITFG2-AS1 ITSN1 KATNBL1 KDM4A KIAA1549 KLHDC10 LEO1 LINC00933 LINC02427 LMO7 LNPEP LSM1 LSR LYRM7 LZIC MAF1 MAK16 MAN2C1 MANBA MAP2K3 MAPK14 MBD1 MCEE MED18 MEPCE MFAP3 MFSD11 MGAT1 MIR375 MIR5091 MLEC MLF2 MMAB MMUT MPHOSPH10 MPND MRM3 MRPL51 MRPL55 MSH5 MST1P2 MTHFD1 MVD MVK NAA25 NAA80 NCAPD2 NDUFA2 NMNAT1 NOL7 NOP16 NR1H2 NT5C3A NUP42 OCIAD1 ORC2 OXSR1 PA2G4 PARP3 PCCB PCDH1 PCSK9 PGGT1B PIP5K1B PML PPCS PPIL2 PPIP5K2 PPM1A PPM1D PPP1R12A PPP4R3B PPRC1 PPTC7 PPWD1 PRMT1 PRMT2 PRMT5-AS1 PSMA3-AS1 PSMD12 PSMD9 PTBP1 PTMA PXN-AS1 R3HDM1 RAB10 RAB11A RAB4B RAB4B-EGLN2 RABGEF1 RABIF RBM12B RBM12B-DT RBM7 RCCD1 RFC2 RHEB RN7SL521P RNA5SP473 RNF34 RNU5A-1 RNU6-1 RNU6-681P RPL39P40 RPLP0 RPS12 RPS17 RPS6KB1 RRP9 RUSC1 SAMM50 SCYL3 SDHA SELENOI SELENOT SEPHS2 SERP1 SERTAD3 SHARPIN SLC11A2 SLC22A18 SLC25A12 SLC25A45 SLC30A5 SLC35A4 SLC35E3 SLC38A1 SLC38A10 SLC52A3 SMG9 SMIM2-AS1 SNAI3-AS1 SNORD101 SNRPA1 SNRPA1-DT SNX17 SPAG7 SPATS2L SPEF2 SPRTN SPTY2D1 SREK1 SRGAP3 SRSF2 STAP2 STARD10 STOML1 SYNCRIP SYNGR4 TAPBPL TBC1D19 TCEANC2 TDG TFAM THBS4 THUMPD3 TMEM143 TMEM14C TMEM19 TMEM42 TMEM59 TMEM62 TRIM26 TSACC TTC1 TTC32 TTC32-DT TUBD1 TULP3 UBE2Q2P1 UBFD1 UBLCP1 UBR7 UBTD2 UIMC1 UQCC6 UQCRC2 VAMP1 VCPIP1 VPS18 VSIG10 WDR89 XRCC6 YEATS4 ZBTB17 ZCWPW1 ZMYND12 ZNF184 ZNF3 ZNF398 ZNF497 ZNF669 ZNF740 ZRANB3 POU2AF1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/POU2AF1_TARGET_GENES AAMP ABCC10 ABR-AS1 ABRAXAS1P1 ABTB2 ABTB3 ACBD4 ACIN1 ACKR4 ACO2 ACOX1 ACTN3 ADAM15 ADAMTS6 ADGRL1 ADNP ADNP2 ADRM1 AGRN AJUBA AK5 AKAP7 AKAP9 AKNA AKR1C3 AKT2 ALDH1A1 ALDH3B2 ALDOA AMER1 AMPD3 AMZ2 ANK1 ANKRD13A ANKRD13D ANKS1B ANTXR2 ANXA3 AOX1 AP1G1 AP3S2 APAF1 APBA1 APH1A APOLD1 ARGLU1 ARHGAP25 ARHGAP26 ARHGEF37 ARHGEF7 ARID5B ARL5A ARL6IP6 ARPC5 ASPHD2 ASXL1 ATAD2 ATF6 ATF6-DT ATF7IP ATG13 ATG16L2 ATP1A3 ATP2B4 ATP5MGP3 ATXN2L AXIN2 BABAM1 BANK1 BAZ2A BCL2L1 BCL2L12 BCL9 BEGAIN BEND3 BHLHE40 BHLHE40-AS1 BLCAP BLNK BRCA2 BRD2 BRPF1 BTBD3 BTD BTRC BUB1 C12orf57 C14orf119 C15orf62 C16orf54 C1QTNF6 C1R C21orf62-AS1 C2orf49 C2orf49-DT CABLES2 CACNA1A CALM2 CAP2 CARF CASC15 CASP5 CASP7 CBFA2T3 CCDC107 CCDC28B CCNG2 CCNI CD37 CD72 CD79B CD81 CDC27 CDC45 CDCA2 CDCA7 CDK14 CDK16 CDR2L CDV3 CEACAM1 CENPJ CENPN CENPT CENPU CEP128 CEP170 CFAP276 CFAP36 CFAP418-AS1 CHD6 CHD9 CHKB CHKB-CPT1B CHKB-DT CHML CIC CKLF CKLF-CMTM1 CLCN3 CLIC4 CLTC CMC2 CNN3 CNNM4 CNPY4 CNTRL COL9A3 COPS7A COQ8A CPD CRACR2B CREB1 CREB3 CROCC CROCCP3 CRYZL1 CSF1R CSNK1A1 CSTF2T CTNNBIP1 CYCSP38 CYFIP2 DAAM1 DAG1 DAPK3 DBNDD1 DCTD DCXR DCXR-DT DDX27 DEAF1 DESI1 DGKA DHPS DIAPH1 DICER1 DIP2C DIPK2A DLEU1 DLEU2 DLG3 DLG4 DLGAP5 DLL3 DNAJC2 DOCK11 DOK3 DOP1A DPH1 DPM2 DPP9 DPYSL2 DUSP10 DYNC2I1 DYRK1B DZANK1 E2F3 EBAG9 EBF1 ECE1 EEF1B2 EEIG2 EFNA3 EFNA5 EGLN2 EGR2 EIF3K EIF4ENIF1 EIF4G3 EIF4H ELAPOR1 ELF1 ELL ELL3 ENC1 ENDOU ENKUR ENSG00000253214 ENSG00000267568 ENSG00000278390 EPN2-AS1 ERCC4 ERP27 ESPNL ESR2 ESRRA ESYT1 ETV5 EXOC1 EXOSC3 FADS3 FAF2 FAM117A FAM13C FAM168A FAM172A FAM200A FAM215A FAM76A FAM98A FARS2 FBXL19 FBXL19-AS1 FBXO16 FBXO24 FBXO46 FCHO1 FDFT1 FGD4 FKBP15 FKBP5 FKBPL FLJ42969 FNDC11 FOXN3 FOXO3 FXR1 FZD1 G3BP2 G6PC3 GABPB1-AS1 GADD45A GADD45G GALNT10 GAPDH GAPDH-DT GARNL3 GEN1 GFOD1 GGCX GINS1 GLS GNA15-DT GOLGA7 GRAMD1B GRWD1 GSE1 GSK3B GSK3B-DT GSPT1 GTPBP1 GTPBP3 GTPBP6 GYS1 H2AC10P H2AC11 H2AC12 H2AC14 H2AC16 H2AC17 H2AC20 H2AC21 H2AC4 H2AC5P H2AC6 H2AC7 H2AC8 H2BC10 H2BC11 H2BC12 H2BC14 H2BC16P H2BC17 H2BC18 H2BC21 H2BC3 H2BC4 H2BC5 H2BC7 H2BC8 H2BC9 H3-3B H3C12 H3C7 HACL1 HAPSTR1 HARBI1 HDAC11 HDAC11-AS1 HDAC9 HEXB HEXIM1 HIPK1 HIVEP2 HLA-DRA HMGA1 HMGN1P26 HMGN5 HMX2 HNRNPUL1 HNRNPUL2 HNRNPUL2-BSCL2 HPS4 HRAS HS3ST3B1 HSF2 HSPA2 HSPA2-AS1 HSPH1 HTATSF1P2 ID2 ID3 IER3 IER5L IFRD1 IFT140 IGFBP7 IGHV1-69 IGHV1-69D IGHV2-26 IGHV3-37 IGHV3-48 IGHV3-53 IGHV3-66 IGHV4-34 IGHV4-59 IGHV5-51 IGHV5-78 IGKV1-39 IGKV1-8 IGKV1D-8 IGKV1OR2-108 IGKV1OR2-6 IGKV2-10 IGKV2-14 IGKV2-18 IGKV2-24 IGKV2-28 IGKV2-29 IGKV2-30 IGKV2D-10 IGKV2D-18 IGKV2D-24 IGKV2D-28 IGKV2D-29 IGKV2D-30 IGKV2D-40 IGKV2OR2-1 IGKV2OR2-2 IGKV3-11 IGKV3-20 IGLL1 IGLL5 IGLV1-36 IGLV1-40 IGLV1-47 IGLV11-55 IGLV2-8 IGLV3-10 IGLV3-16 IGLV3-19 IGLV3-22 IGLV3-25 IGLV3-27 IGLV3-6 IGLV3-9 IGLV4-60 IGLV4-69 IGLV5-45 IGLV5-48 IGLV5-52 IGLV6-57 IGLV7-43 IGLV8-61 IGLVI-70 IKBIP IL4I1 IMP3 IMPDH2 INPP5D INTS10 INTS6L INTS6L-AS1 IPCEF1 IQCF3 IRAG2 IRF2BP1 IRF3 ISYNA1 ITGA4 ITSN1 IWS1 JARID2 KANSL1L KAT6A KAT7 KBTBD6 KCNAB2 KCNMA1-AS1 KCNN3 KCTD6 KCTD9 KDM1A KDM3A KIAA1143 KIF15 KIF18B KIF18B-DT KIFAP3 KLF10 KLF13 KMT2D KPTN KRBA2 LAMC1 LDLRAD4 LENG8 LENG8-AS1 LENG9 LIMD2 LIN54 LINC00426 LINC00881 LINC00910 LINC01122 LINC01232 LINC01248 LINC01483 LINC01562 LINC01993 LINC02202 LINC02427 LINC02863 LINC02920 LINC02926 LINC02938 LINC02960 LINC03034 LIX1L LL22NC03-63E9.3 LMAN2L LNCATV LNCRNA-IUR LOC124900291 LRCH4 LRIG1 LRIG2 LRP6 LRPPRC LRRC56 LRRC71 LRRC8D LTA4H LYN LYRM4 LZTFL1 MAD2L2 MAFA MAP4K1 MAP6D1 MAPK1 MAPKBP1 MARK2 MAST3 MBOAT7 MCEMP1 MCUR1 MDM4 MEAK7 MED16 MEF2B MEF2C MEMO1 METTL3 MFF MFF-DT MGRN1 MICALL1 MICU2 MID1IP1 MIGA2 MIR142HG MIR30A MIR3142HG MIR3143 MIR3680-1 MIR3945 MIR4425 MIR4434 MIR4513 MIR4674 MIR5189 MIR5195 MIR5700 MIR634 MIR6853 MOB3A MRPL46 MRPS11 MSH6 MTA2 MTERF1 MTF2 MYLK MYO1C MZB1 N4BP2 NAA16 NAB2 NAIF1 NALT1 NAP1L4 NAPA-AS1 NCR3 NDUFAF1 NDUFS1 NECAP1 NECAP2 NEDD9 NEK11 NEMP1 NEU1 NFASC NFE2L1 NFIA NFYC NFYC-AS1 NHSL1 NINJ2-AS1 NLGN2 NME1 NME1-NME2 NMT1 NOL9 NOP2 NOTCH1 NPAS1 NPHP4 NRIP1 NSMF NT5C NUDT6 NUP62 NUTF2 NXT1 NXT2 OCEL1 OPA3 OPN3 OR1F2P OSBPL10-AS1 OTUD5 OXR1 P2RY8 PAN3 PANK4 PAQR4 PARP2 PAXBP1 PCDH12 PCM1 PCNX2 PDCD10 PEX2 PFKFB3 PFKFB4 PFN2 PGD PHC2 PHC2-AS1 PHF5A PHF8 PHTF2 PIGK PIK3R2 PIM2 PKMYT1 PLCB1 PLCB3 PLCB4 PLCXD1 PLEC PLEKHG2 PLEKHM1P1 PLGRKT PMAIP1 PNKD PNPLA8 POLDIP2 POLM POLR3C PORCN POU2AF1 POU2F1 POU2F3 PPFIA3 PPP1R11 PPP1R14A PPP2R1A PPP3CB PPP3CB-AS1 PRAME PRDM2 PRDX5 PRKCI PRMT3 PRPF40A PRRC2A PRXL2B PSAT1 PSD4 PSMC2 PTGES2 PTGES2-AS1 PTOV1 PTPA PTPN7 PTPN9 QPCTL QSOX2 RAB26 RAB29 RAB4B RAB4B-EGLN2 RABEP2 RABGAP1L RALGPS1 RAPGEF3 RAPGEF6 RASSF10 RAVER1 RBL1 RBM4 RDH11 REL REXO1 RFX1 RFXAP RGS20 RHBDF2 RHOH RIN1 RMRP RN7SKP165 RN7SKP240 RN7SKP249 RN7SKP34 RN7SL784P RNF115 RNF135 RNF187 RNF43 RNF44 RNU11 RNU2-2P RNU2-4P RNU4-2 RNU4-86P RNU5A-1 RNU5B-1 RNU5E-1 RNU5E-4P RNU5E-6P RNU6-2 RNU6-319P RNU6-669P RNU6-7 RNU6-8 RNU6-9 RNU7-1 ROGDI RPL13 RPL17P15 RPL22 RPL27 RPL28 RPL30P11 RPPH1 RPRD1A RPS26 RPS6KA4 RRAS RSL24D1 RSPH14 RUNX1 RUVBL1 RUVBL2 SAMD4A SBNO2 SCAMP1 SDC3 SDCCAG8 SDE2 SDHB SEMA6C SEMA6D SERF2 SERPINI1 SERTAD1 SESN3 SFSWAP SGK1 SGO2 SH2B1 SH2D3C SH3BGRL SH3BP1 SHROOM3 SINHCAF SIRT4 SLC20A2 SLC25A25 SLC27A2 SLC2A14 SLC30A4-AS1 SLC31A1 SLC38A2 SLC39A13 SLC39A8 SLC44A1 SLC7A7 SMAD2 SMAD4 SMC6 SNORD118 SNORD13 SNORD68 SNRPD2 SNRPE SNX1 SNX5 SORBS2 SOX1 SOX11 SPAG6 SPAG8 SPATA5 SPATS2L SPRY1 SREBF1 SREBF2 SRF SRP19 SRRT SRSF1 SS18 SSBP1 ST18 ST6GAL1 STAG3L5P STAG3L5P-PVRIG2P-PILRB STMN3 STRIP1 STX12 STX1A STX6 SWT1 SYTL3 SYVN1 TAF10 TAF15 TAF4 TAF6 TARDBP TAS1R1 TBC1D16 TBC1D22A TBC1D22A-DT TCAF1 TCF12 TCF4 TEDC2-AS1 TEN1 TEX41 TG TGIF1 THAP1 THAP11 TIAM1 TIMP2 TIPARP TIPARP-AS1 TIPIN TK2 TLCD1 TLCD3B TLN1 TLR9 TMC6 TMC8 TMEM199 TMEM238 TMEM255B TMEM256 TMEM256-PLSCR3 TMEM259 TMEM33 TMEM37 TMEM39B TMEM62 TMEM80 TMSB4X TNFRSF18 TOM1 TOP1 TOPORS TP53INP2 TP53RK TP53RK-DT TRA2A TRAF3IP2 TRAK1 TRAPPC8 TRD-AS1 TRERF1 TRIOBP TRMT112 TRMT1L TRMT44 TSC22D3 TSEN34 TSPAN13 TSPAN3 TSPAN32 TTBK1 TTC9C TTI2 TTLL6 TUBB4A TXNL1 TYMS U2AF2 UBE2S UBE2T UFD1 UGP2 UMODL1 UQCC2 USO1 USP13 USP30 USP8 UST-AS2 VAMP8 VIM VIM-AS1 VPREB1 VPREB3 WAC WAC-AS1 WDR12 WDR5B WDR7 WDR74 WEE1 WEE2-AS1 XPO1 XXYLT1 YTHDF2 YWHAE ZAR1L ZBTB33 ZBTB45 ZC3H12D ZDHHC24 ZFAND5 ZFAS1 ZFP3-DT ZFYVE1 ZFYVE26 ZNF100 ZNF138 ZNF184 ZNF197 ZNF197-AS1 ZNF20 ZNF22-AS1 ZNF225 ZNF225-AS1 ZNF251 ZNF273 ZNF383 ZNF423 ZNF428 ZNF430 ZNF443 ZNF559 ZNF559-ZNF177 ZNF564 ZNF568 ZNF585B ZNF589 ZNF655 ZNF671 ZNF680 ZNF700 ZNF724 ZNF766 ZNF780B ZNF829 ZNF839 ZNHIT2 ZSCAN5A ZSCAN5A-AS1 ZSWIM6 PPARA_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PPARA_TARGET_GENES A2M-AS1 ALKBH2 ARHGDIG ATP6V1F BCL2L13 BICD1 BICD1-AS1 CALU CAPRIN2 CAPZA2 CARD8 CFAP68 CUL1 CYP51A1 DANCR DDX42 DENND4A ENSG00000213963 ERC1 FANCD2 FCF1 FDXACB1 GABPB1-AS1 GRK6 HECTD4 HMGB3P22 HNMT IL23A IRAK4 ITFG2-AS1 KIAA1191 KIF23-AS1 LINC03065 LPCAT4 MIR4434 MIR4449 NAGLU NCKAP5L NFE2L2 NFIX NME1 NME1-NME2 OAZ2 PAN2 PAPLN PEX1 POLR3G PPHLN1 PPIA RAB11A RBM18 RBSN RPL29P20 RPS14 SAP30BP-AS1 SIK3 SIRT6 SLC25A3 SLC9B1 SPOPLP1 STK11 TEAD1 TEF TMEM268 TP53BP1 TRPM7 UBE2N YAF2 ZNF622 ZNF770 ZSCAN21 PPARGC1A_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PPARGC1A_TARGET_GENES ACAA1 AHSA1 ALAS1 ALB APTX ATP5MC3 BAG3 BISPR BST2 CACYBP CBX3P4 CCDC117 CCND3 CCT3 CCT4 CHORDC1 CKS1B CKS2 COMMD1 CRYZ CSTPP1 CTSH CYP4F12 DDX39B DDX39B-AS1 DNAJA1 DNAJB6 DNASE1 ELL ENSG00000267248 ESRRA FASTKD5 FBXO15 FEM1B FKBP4 FOXJ1 GTF3C3 HIKESHI HMGB1 HPD HSD11B2 HSP90AA1 HSP90AB1 HSPA1A HSPA1B HSPA1L HSPA8 HSPB9 HSPD1 HSPE1 HSPE1-MOB4 HSPH1 IL32 ITFG2-AS1 KAT2A KRBA2 LINC01127 LINC02159 LINC02324 MED9 MGST2 MIR4258 MORC4 MRPL15 MRPL18 MRPS6 MTFR1L MVB12A NOP58 NRSN2 NRSN2-AS1 PCBD1 PGAM5 PTGES3 PWWP3A RAB5IF RAP2A RNA5SP473 RNF157-AS1 SERPINH1 SHC1 SLC25A6 SLC5A3 ST13 STIP1 TCP1 TEKT1 TIMM21 TSACC TSR2 TYW3 UBB UBOX5 UBQLN1 UBQLN1-AS1 USPL1 VIPAS39 XPNPEP3 ZFAND2A ZFAND2A-DT ZNF227 ZNF497 PRDM12_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PRDM12_TARGET_GENES ACACA ACER3 ADA AGMAT ALDOA ANGEL1 ANGPTL6 AP1S3 ARMH3 ARPC1A ASS1P5 AURKB BORCS6 C12orf29P2 C1orf87 C2CD5-AS1 C6orf141 CCDC65 CCNB3 CD160 CDK4 CEACAM21 CENPV CFAP299 CLDN23 CMKLR2-AS COPS3 COPS5P1 COQ10A CROCCP3 CTNNA2 CWC25 CYP1B1-AS1 DAGLB DAZAP2 DHTKD1 DNAI4 DUS2 ENSG00000187951 ENSG00000202059 ENSG00000265246 ESPN EXOSC2 FABP5P3 FAM177A1P1 FCHO2 FES FMN2 FRMD7 GALNTL5 GAS8 GDI2 GIT2 GLG1 GLRX5P2 GTF2I GXYLT2 HAPLN2 HEBP2 HNRNPMP2 IGSF21 IL16 ILDR1 ITGAL-AS1 JAZF1-AS1 KAT8 KRT18P45 LIM2-AS1 LINC00581 LINC01235 LINC01485 LINC01641 LINC02390 LINC02634 LIPA LUZP1 LYN LYPLA2P1 MAP4K5 MB MED21 MIR3162 MIR3529 MIR3908 MIX23 MLST8 MORF4L1P5 MTFMT MTND1P14 MTO1 NAPSA NLE1 NOL6 NPAT NPLOC4 NUCB1-AS1 OR1X5P PFAS PLA2G15 PLA2G4C PMM1 PPATP1 PPP1R42 PTK2B PTPN2 QSER1 RB1CC1 RFC1 RN7SKP270 RN7SL93P RNA5SP474 RND1 RNU4-62P RNU6-1003P RNU6-1340P RNU6-166P RNU6-386P RNU6-847P RNU6-916P RNU6ATAC36P RORA RPL32P27 RPL36 RRN3P1 SCN3B SDAD1P3 SDC4 SH2B3 SLC22A11 SLC25A16 SLC6A1 SLFN12 SNAP25 SNHG30 SOX9-AS1 SPATS2L SPEG SSX7 STX4 SYCE2 TCEAL8P1 TEX43 TGFB1 TMEM98 TNFRSF10B TNFRSF12A TPM4P1 TPRXL TRIM15 TRPV1 TTC1 UTP4 VOPP1 VPS39 WNT8A YAP1P1 ZNF675 PRDM4_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PRDM4_TARGET_GENES AAAS ABCB6 ABCF2 ACOX1 ACSF3 ACTB ADAM22 ADAMTS9 ADM5 ADRA1D AGTRAP AIG1 AK2 AKAP13 ALDH1A2 ALPK1 AMBN AMOTL2 ANAPC13 ANKRA2 ANKRD10 ANKRD23 ANKRD24 ANKRD40 AP3B1 ARHGAP15 ARHGAP24 ARHGAP31-AS1 ARHGAP32 ARHGAP40 ARID1A ARID2 ARL2BP ASTE1 ATAD2 ATAD3A ATAD5 ATP13A2 ATP5F1D ATXN1 AVPI1 AZIN2 B4GALT6 BACH1 BACH2 BBS5 BBS9 BBX BHLHE40 BISPR BMERB1 BMPR1A BRWD1 BRWD1-AS2 BST2 BTN2A1 BTN2A2 BYSL C10orf67 C11orf65 C12orf4 C19orf47 C21orf62-AS1 C22orf31 C4orf46 C5AR1 CABLES1 CALCOCO1 CALHM2 CAPN12 CAPZA2 CARD8 CARD8-AS1 CASTOR3P CCBE1 CCDC102A CCDC159 CCDC192 CCDC85C CCNE2 CCNG1 CCNG2 CCNI CCP110 CCPG1 CCR10 CCT6B CD101-AS1 CD59 CD99P1 CDC42EP3 CDC42EP4 CDK1 CDKN2AIP CDKN2C CEBPG CEP63 CHKB CIRBP CLCN3 CLSTN3 CLTC CLYBL-AS2 CMIP CNRIP1 CNTNAP1 COL4A5 COL4A6 COL6A1 CREM CRIP3 CRYBG3 CT75 CTDSP1 CTDSP2 CTTNBP2 CUL1 CXXC4-AS1 CYP27C1 CYP4V2 DBNDD1 DCAF6 DCAF8-DT DCP1A DCP2 DDHD2 DDX3P2 DDX3X DHRS12 DIPK1B DLC1 DLEU1 DMRTA2 DMXL1 DNAJB6 DSCAS DSE DTNA DUSP6 DVL3 DYRK2 E2F5 E2F5-DT E2F7 ECE1 ECM1 EDRF1-DT EFEMP1 EFHC1 EFHD2 EFHD2-AS1 EFNA4 EFNA4-EFNA3 EFNA5 ELF1 EMC9 EMP1 ENC1 ENSG00000233230 ENSG00000235480 ENSG00000247416 EOLA1 EOLA1-DT EPB41 EPPK1 ERAP1 ERN1 ETFDH ETV2 ETV5 EVA1B EXD2 EXOSC3 EXTL3 EYA1 FALEC FAM120AOS FARP1 FAT3 FBLN1 FBRS FBXO15 FERMT2 FHL1 FKBP7 FLJ13224 FLJ38576 FNDC3A FOXB2 FOXP1 FRMD4B FSBP FUT10 FZD1 FZD2 GALNT16-AS1 GALNTL5 GAS1 GAS1RR GBA1 GET4 GFRA3 GLI3 GLIS1 GNAL GNG12-AS1 GNG5 GPC5-AS1 GPC6 GRAMD4 GRK5-IT1 GRWD1 GSE1 GTSE1 GTSE1-DT GUSBP1 H2BC18 H2BC5 H3C10 HBP1 HDAC1 HES1 HES4 HEY2 HINT3 HJV HMGA2 HMMR HNRNPH1 HNRNPU HOXA-AS2 HOXA-AS3 HOXA10 HOXA3 HOXA9 HOXB-AS3 HOXB3 HOXB9 HOXC4 HSP90AB1 HSPB1 HSPD1 HSPE1 HSPE1-MOB4 IER2 IFI6 IFIT1 IFT140 IGF2BP3 IGFL4 IGHMBP2 INSM1 IRX3 ISG15 ISLR2 ITFG2-AS1 ITGB5 ITSN1 JARID2 JCAD KBTBD2 KCND1 KCNJ2 KCNJ2-AS1 KCNK1 KCNN4 KDM4B KDSR KIAA0319 KIFAP3 KIFC2 KLF13 KLHDC9 KLHL7 KLHL7-DT KMT2B KMT2D KRBOX4 KRT18P12 KSR1 LAMB1 LAMP1 LAPTM4A-DT LARP4 LIG1 LIMA1 LIMK1 LINC00322 LINC00886 LINC00933 LINC00938 LINC01231 LINC01275 LINC01505 LINC01780 LINC02387 LINC02598 LINC02615 LINC02934 LMLN LNCRNA-IUR LRR1 LRRC37B LSR LTBP4 MAD2L1BP MAFK MAPK14 MAPK4 MAPK8IP2 MAPKAPK3 MARCHF5 MCC MDM2 MECOM MED18 MED20 MFN1 MFSD1 MFSD11 MFSD12 MFSD3 MGC16275 MIIP MIOS-DT MIR1273C MIR1538 MIR378H MIR4638 MIR5188 MIR551A MIR6076 MIR6089 MIR615 MIR7845 MLLT3 MNS1 MNT MOB1A MPP7 MROH8 MRPL21 MRPS18C MRPS31P4 MRPS6 MSANTD2 MSANTD2-AS1 MSANTD3 MSRB1 MTCH2 MTF2 MTFR1 MTHFR MTRFR MTUS1 MVB12A MXI1 MYBL1 MYL12A N4BP2 NAV2 NAV2-AS4 NAV2-AS6 NBPF19 NCAM1 NDEL1 NDUFB10 NDUFS7 NEAT1 NECTIN3 NECTIN3-AS1 NEDD4L NEK11 NEURL1 NFAT5 NFE2L2 NFIB NFKBIZ NKX3-2 NOLC1 NPAS3 NR2F1-AS1 NR4A2 NRSN2 NRSN2-AS1 NUDCD2 NUP98 PAXBP1 PCGF2 PCNX4 PDGFB PDLIM3 PDZRN3 PER3 PGAM1P5 PGAP2 PGAP4 PGGT1B PGM1 PHF2 PHF20 PHF21A PIERCE2 PIK3IP1 PIM2 PIP5KL1 PITX2 PJA2 PLD3 PNPLA7 POLD2 POLDIP3 PPAN PPAN-P2RY11 PPP2R5C PPP2R5E PRAF2 PRECSIT PRKD3 PRSS16 PSD3 PSMG2 PSMG3 PSMG3-AS1 PSTK PTCH1 PTK6 PTPN12 PTPN13 PTPRD PTPRD-AS1 PTPRM PYROXD1 QKI RAB33B RAD51AP1 RANBP9 RAVER2 RBL1 RBM39 RBPJ RCC1 RDX RFTN1 RHBDF2 RIMS3 RMC1 RN7SL446P RNF122 RNF44 RNU6-1039P RNU6-920P RNVU1-7 ROBO1 RPL22P3 RPL23AP71 RPL27A RPL39P40 RPL41 RPL7P41 RPN2 RPS26P29 RPS29 RPSA S100A11 SAFB2 SAP30 SAP30-DT SATB1 SCML2 SDE2 SEC31A SELENOK SEMA6A SERTAD4 SET SIX4 SKIDA1 SLC11A2 SLC16A11 SLC1A3 SLC22A31 SLC25A53 SLC26A4-AS1 SLC35G2 SLC41A2 SLC5A3 SLFN5 SLIT2 SMAD1 SMCO2 SMG6 SMG8 SNHG7 SNIP1 SNORA17A SNORA17B SORT1 SOX12 SPACA6 SPATA1 SPIRE1 SPOPL-DT SPRYD4 SQLE SQLE-DT SRSF2 SRSF3 SSBP1 SSBP2 STAG3L3 STAT1 STAT4-AS1 STRN3 STX18 STX18-AS1 STX2 SUB1 SULF2 SULT2B1 SUMF2 SUPT16H SUZ12P1 SYNCRIP SYNE1 TAFAZZIN TAGLN2 TBC1D9 TBL1X TCF3 TEN1 TEN1-CDK3 TENM4 TEX264 TFAP2A TFAP4 TGFBR3 TGIF1 TIMM21 TJP3 TLE6 TMEM107 TMEM123 TMEM123-DT TMEM245 TMEM248 TMEM260 TMEM62 TMEM72 TMEM94 TMOD1 TNRC18 TNRC6B TOP3B TP53I11 TPTEP2 TRAIP TRDMT1 TRIM32 TRIM41 TRIP6 TRPC4AP TRPS1 TSC22D4 TSHZ2 TSPAN11 TSSK3 TTC39C TTC39C-AS1 TTF2 TTI2 TTYH2 TUB TXNDC12 UBB UBC UBE2D3 UBE2N UBE2Q1 UBE2Q2P1 UBE4B UBXN7-AS1 USP13 USP44 VILL VIM VIM-AS1 VLDLR-AS1 VMP1 VWDE WBP4 WDR62 WDR70 WEE2-AS1 WFDC21P WNK3 YIF1B YWHAZ ZBED3 ZBED3-AS1 ZBTB17 ZBTB38 ZDHHC24 ZEB2 ZEB2-AS1 ZFP36L1 ZFTRAF1 ZMIZ1 ZNF335 ZNF33B ZNF394 ZNF423 ZNF503 ZNF503-AS2 ZNF573 ZNF608 ZNF652 ZNF827 PRDM5_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PRDM5_TARGET_GENES ABAT ADCY9 AFP AGO2 ALOX15 ANKRD13A ANKS6 ANTXR2 ARID5B ARPP21 ASPA ASS1 ATP13A1 BAALC CEP350 COL25A1 COLQ CREB1 CSDE1 CTBP2 CUL3 DHX30 DLG5 DMRTA2 DNAH5 DNAJB4 DNM3OS DPYD-AS2 EEF1A1P25 ELF1 ENSG00000227496 ENSG00000248964 ERICH1 FAP FCRLA FENDRR GP6 HDAC9-AS1 HMGA2 JMJD1C KANK4 KATNIP KCNH7-AS1 KDM2B KDM2B-DT KIAA0319 LAMC1 LIMA1 LIMCH1 LINC00689 LINC01082 LINC01111 LINC01625 LINC01730 LINC01870 LINC02139 LINC02861 LOC124902847 MALSU1 MAP3K7 MCC MDS2 MEOX1 MIR199A2 MUSTN1 NELL1 NOSIP NT5C2 P2RX6 PCARE PDE4D PIPOX PM20D2 POMT2 POPDC3 POR PPIAP80 PRKAG2-AS2 RAD51B RMND5A RN7SL738P RN7SL89P RNU6-353P RNU6-369P RNU6-494P RNU6-554P RNU6-565P RNU6-922P RPL15P22 RPL23AP59 RPL23P8 RPL32P9 RPL7AP26 RPS4XP14 RPSAP52 SAMD13 SDC3 SH3GLB1 SIM1-AS1 SLC19A3 SLC7A7 STATH STOX2 STRC STX18 SUCNR1 SULF1 SUN1 SYTL2 TLE6 TMPRSS7 TTC23 UBE2C VEZT VPS51P1 WARS1 WDR7 WSCD1 WWTR1 ZBTB20-AS5 ZEB2 ZNF385D-AS2 ZNF521 PRKDC_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PRKDC_TARGET_GENES AAMP AARS1 AASDHPPT ABCA11P ABCA7 ABCB8 ABCD3 ABHD2 ABHD8 ACOT8 ACTL6A ACTN1 ACTN1-DT ACTN3 ACTR2 ACYP1 ADAMTS4 ADAMTSL4 ADGRB2 ADGRF3 AGPAT1 AHCY AHI1 AK2 AKAP13 AKAP8L AKR1D1 AKTIP ALKBH5 ALKBH7 AMD1 AMER1 ANAPC15 ANAPC5 ANKHD1 ANKHD1-DT ANKHD1-EIF4EBP3 ANKRD11 ANKRD16 ANKRD27 ANKRD54 ANKS3 ANKZF1 ANP32A ANP32E AP2A1 AP3M2 APBA3 APTR ARAF ARHGAP19 ARHGAP19-SLIT1 ARHGEF1 ARHGEF9 ARID3A ARL17A ARL17B ARL4A ARL6IP6 ARMC6 ARMH1 ARVCF ASXL1 ATF7 ATF7-NPFF ATG9A ATP5F1B ATP6AP1 ATP6AP1-DT ATP6AP2 AXL BAZ1B BBS12 BBX BCAS3 BCKDHA BCL2L1 BMT2 BPGM BRCA1 BRPF3 BRPF3-AS1 BTBD10 BTD BUB3 C10orf143 C12orf60 C14orf93 C19orf81 C1QTNF6 C22orf39 C2orf76 C3orf18 C5orf22 C7orf50 CALR CAND1 CANX CAPSL CAPSL-DT CARS2 CASTOR1 CBX5 CCDC137 CCDC153 CCDC61 CCDC8 CCNB2 CCNG1 CCNL2 CCR10 CCT3 CCT7 CDC23 CDC25A CDCA2 CDCA3 CDK16 CDK2AP2 CDK5R2 CDR2 CDR2-DT CENPA CEP131 CEP44 CEP57 CEP89 CETN3 CETN4P CFAP157 CGGBP1 CHAF1A CHASERR CHCHD2 CHD6 CHD8 CIC CIRBP CLSTN3 CNOT1 CNOT3 CNTNAP1 COL5A2 COPE COPS3 COPS4 COPS7B COPZ1 COQ7 COQ7-DT COQ8B COX6B1 CREB3L2 CREB3L3 CREB3L4 CREBRF CRYZL1 CTDSP1 CTTNBP2NL CYB5A CYB5RL CYP2R1 CYTH2 DAPK3 DAZAP2 DBI DCAF11 DCAF15 DCAF4 DCAF7 DCAKD DCTN4 DCUN1D4 DDX19B DDX39A DDX49 DERL2 DHRS3 DHX38 DIAPH3 DLGAP5 DMPK DNAAF8 DNAI3 DNAJB5 DNAJB5-DT DNAJC14 DNAJC27 DNAJC27-AS1 DNAL4 DNM2 DOC2A DOHH DPM2 DPP3-DT DRC3 DROSHA DUSP10 DYNLRB1 EARS2 EFCAB11 EHBP1 EIF1 EIF1AY EIF2AK3 EIF2AK3-DT EIF4A1 EIF5 ELMO2 ELN-AS1 EMC9 ENO1 ENO1-AS1 ENSA ENSG00000255240 ENSG00000255647 ENSG00000261335 ENSG00000268403 ENSG00000268650 ENSG00000275765 EPB41 EPM2AIP1 ERAP1 ERC2 ERCC1 ERCC2 ESR2 ETV5 EVI5L EXOSC5 FAAP24 FAM111B FAM117A FAM120AOS FAM161A FAM222B FAM72B FAM76A FAM76B FAM83D FBH1 FBXO24 FGD5-AS1 FHIT FICD FKBP14 FKBP3 FLAD1 FLJ20021 FMN1 FRMD5 FRYL FUT8 FXYD5 FYN G3BP1 GADD45B GATAD2A GATAD2B GATM GBAP1 GBF1 GDI2 GET3 GLCCI1 GLCE GLRX5 GLS2 GNA15-DT GNAI2 GNAS-AS1 GOLIM4 GOLPH3L GOT1 GOT1-DT GPR108 GPR158 GRB2 GRK6 GRPEL1 GTF3C1 GTPBP1 GTPBP6 GUCY1B1 GYS1 H1-12P H2AJ H2AZ2 H2AZ2-DT H3C9P HACL1 HAPSTR1 HAVCR2 HBP1 HDAC11 HDAC11-AS1 HDAC4 HDAC4-AS1 HDGFL2 HERPUD1 HEXIM2 HEXIM2-AS1 HGH1 HIBADH HIP1 HIRA HLTF HMGCS1 HMGN5 HNRNPA1 HNRNPAB HNRNPC HNRNPK HNRNPL HNRNPLL HNRNPR HNRNPUL1 HPS4 HRAS HS3ST3B1 HSPA2 HSPA2-AS1 HSPA5 HSPA5-DT HSPB6 HYCC1 ID2 ID2-AS1 IER5L IFT27 IL11RA INCENP ING1 INHBE INMT INMT-MINDY4 INPP5B INTS3 IP6K1 IQCD IRF2BP1 ITFG2 ITFG2-AS1 ITK ITSN1 IVD JPT1 JPT2 JUP KANK3 KANSL1 KANTR KAT6B KATNAL2 KBTBD3 KCNAB2 KCTD9 KDM2B KDM4A KDM4B KDM6A KHSRP KIF1B KLHL25 KMT5A KMT5C KRT15 KRT36 KXD1 LAPTM4A-DT LCMT1 LCMT1-AS1 LDLRAP1 LENG1 LETM2 LIN37 LINC00642 LINC00654 LINC00665 LINC01535 LINC01572 LINC01972 LINC02210 LINC02210-CRHR1 LINC02926 LIPE-AS1 LITAF LMAN2 LMBR1L LMTK2 LRCH4 LRPPRC LRRC74B LTN1 MACO1 MACROD2 MAF MAF1 MAML1 MAP2K3 MAP3K11 MAP3K3 MATCAP1 MCM3 MDC1 MEAK7 MECP2 MED19 MED29 MED30 MED7 MEGF9 METTL14 METTL14-DT MEX3C MFRP MGAT2 MGRN1 MIEF2 MIR22HG MIR4479 MIR4999 MIR638 MIR6860 MLH1 MON1B MPHOSPH8 MPZL1 MROH1 MROH8 MRPL18 MRPL20-AS1 MRPL28 MRPL37 MRTFA MSANTD4 MSL3 MSMO1 MTFR2 MTHFD1 MTHFD2 MTMR12 MTOR MTRFR MYH10 MYH9 MYH9-DT MYL11 NAIF1 NAXD NBR1 NCK1 NCK1-DT NCOA2 NDUFA3 NDUFAF8 NDUFS2 NEK6 NF2 NFATC2IP NFATC4 NFE2L1 NFE2L1-DT NFYC NGDN NIPAL3 NLK NLRP1 NLRX1 NMT1 NOL4L-DT NONO NPHP4 NR2C2 NR3C2 NR6A1 NRL NRXN2 NUBP2 NUMB NUP98 NXT1 OIP5-AS1 ORAI3 ORC2 ORC6 ORMDL1 ORMDL2 OS9 OSBP OSBPL2 OSBPL3 OTUB2 OTUD5 OXLD1 OXR1 OXSR1 P2RX6P PABPN1 PACSIN2 PAF1 PAIP2B PANK2 PANK2-AS1 PASK PC PCDH10 PCDH10-DT PCLAF PCNX3 PCP4L1 PDE6D PDIA6 PDLIM4 PDLIM7 PDP2 PDXP PDXP-DT PDZD7 PER1 PER2 PET100 PGAP2 PGAP4 PGD PGPEP1 PHF14 PHTF2 PHYHD1 PHYHIP PIGN PITX2 PJA2 PKNOX1 PLAC9P1 PLCD1 PLCG1 PLCL1 PLEKHA8 PLEKHH2 PLIN3 PLS3 PMEL PMF1 PMF1-BGLAP PMS1 PNKD PNPLA6 POLR1G POLR3A POLR3K POLRMT PPFIBP1 PPIA PPM1B PPM1K PPM1K-DT PPP1R13L PPP1R7 PPP2R5A PPP2R5E PPP3CA PRADC1 PRC1 PRKACA PRMT1 PROSER3 PRPF40A PRPF8 PRR11 PRR13 PRR15 PSMB3 PTMA PTPN1 PTPN11P3 PTPRA PTPRM PWWP2A PXMP4 PXN-AS1 R3HDM1 RAB11B RAB11B-AS1 RAB3A RAB40B RAB40C RAB5B RAB5C RAB8A RALGPS1 RBM15 RBM15-AS1 RBM27 RBM39 RBM4 RBMX RELB RELCH RFWD3 RFX1 RFX2 RGMB RGMB-AS1 RGS9BP RHCE RHPN1 RHPN1-AS1 RMI1 RNF13 RNF20 RNF34 RNF4 RNF5 RNF6 RNU2-17P ROGDI RPL18A RPL36AL RPL6 RPLP0 RPN2 RPS6KA5 RPUSD3 RRBP1 RSBN1L RSPH4A RTN4 RTTN RUVBL1 RUVBL2 RWDD4 SAFB SARNP SBDSP1 SCAI SCAMP2 SCAND2P SCNN1D SDC2 SEC14L2 SEL1L2 SELENOI SEMA4B SEPTIN9 SERTAD2 SESN1 SETD1A SETD5 SFPQ SFXN3 SFXN5 SHARPIN SHFL SHKBP1 SIM1 SIN3A SIRT1 SIX2 SKA2 SLC15A4 SLC25A19 SLC25A25 SLC25A28 SLC25A28-DT SLC25A42 SLC26A2 SLC28A2-AS1 SLC29A3 SLC2A1 SLC2A1-DT SLC2A8 SLC37A4 SLC39A1 SLC39A3 SLC41A1 SLC46A3 SLF2 SLFN5 SMIM2-AS1 SNHG10 SNHG19 SNORD59A SNORD60 SNRNP25 SNX12 SNX32 SORT1 SP1 SP2 SP2-DT SP3 SPAG7 SPATA5L1 SPATC1L SPC24 SPG7 SPRYD3 SPSB3 SRGAP2C SRP19 SRPK1 SRXN1 SSBP3 SSR4 ST6GALNAC6 STARD3NL STARD5 STARD7 STAT3 STIP1 STK11 STPG1 STT3A STX5-DT STX7 STXBP5-AS1 SUFU SUN2 SWSAP1 TANGO2 TARS2 TBC1D10B TCERG1 TCF3 TCP1 TCP11 TCTN3 TDP1 TDRKH TDRKH-AS1 TEPSIN TESK2 TGFB1I1 THAP3 THUMPD3-AS1 TIGD1 TIMM44 TINAGL1 TLCD5 TLE1 TLE4 TMC3-AS1 TMEM160 TMEM161A TMEM198B TMEM45A TMEM53 TMEM60 TMEM9 TMPOP2 TMTC4 TMX2 TNRC6B TNRC6B-DT TOM1L2 TOMM40L TOP2A TOP2B TP53BP1 TPCN1 TPM4 TRAF2 TRAF7 TRAFD1 TRAPPC11 TRAPPC12-AS1 TRIM45 TRIM9 TRIP10 TRPS1 TSACC TSPAN15 TTBK2 TTC23 TTLL5 TUBB4B TUBGCP6 TYW1B UBE2C UBE2S UBFD1 UBP1 UFD1-AS1 UGP2 UNG UPRT USF3 USP5 UVRAG UVRAG-DT VAMP1 VBP1 VPS35 VSTM2L WASF3 WBP1 WBP11 WBP1L WDR45 WDR81 WFS1 WHAMM XAB2 XPO1 XRCC3 YBX1 YIF1A YJU2 ZBTB20 ZBTB3 ZBTB38 ZBTB7B ZC2HC1C ZC3H6 ZDHHC12 ZDHHC13 ZDHHC24 ZDHHC5 ZDHHC9 ZFHX3-AS1 ZFYVE21 ZMYM2 ZMYM5 ZNF100 ZNF141 ZNF143 ZNF154 ZNF174 ZNF200 ZNF211 ZNF417 ZNF418 ZNF423 ZNF431 ZNF436 ZNF436-AS1 ZNF44 ZNF441 ZNF442 ZNF443 ZNF486 ZNF492 ZNF493 ZNF519 ZNF552 ZNF555 ZNF563 ZNF564 ZNF587 ZNF587B ZNF626 ZNF654 ZNF66 ZNF678 ZNF680 ZNF682 ZNF687 ZNF687-AS1 ZNF689 ZNF691 ZNF691-DT ZNF695 ZNF714 ZNF718 ZNF721 ZNF724 ZNF726 ZNF732 ZNF77 ZNF774 ZNF776 ZNF788P ZNF790-AS1 ZNF799 ZNF814 ZNF823 ZNF837 ZNF875 ZNF91 ZRANB3 ZSCAN18 ZSCAN20 ZSCAN32 ZSWIM1 ZSWIM3 ZSWIM4 PRMT5_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PRMT5_TARGET_GENES ABCA10 ADAMTS6 AFAP1 ANKRD1 ARNT2 AXL BAP1 C12orf57 CCN2 CCNB2P1 CD68 CFLAR CLDN2 CLDN6 DAAM1 DDAH2 EHD1 EPHA2 ESYT1 FAM186A FCF1P7 FEZ2 FLOT1 FOXK2 FRMD6 GABARAP GARNL3 H2AC11 H2AC12 H4C3 H4C8 HCG20 HIVEP3 HNRNPUL1 IER3-AS1 KLF6 KMT5C KRT80 KRTAP2-4 LINC00702 LINC01119 LINC01186 LINC01719 LINC01776 LINC01910 LINC02098 LINC02599 LINC02709 LINC02742 LINC03108 LRRC2-AS1 MICAL2 MIR3193 NCOR1 NFE2L2 NOL4L NRAS NREP NRP1 NXN PDZPH1P PGK1 PHF1 PLAAT5 POLA2 POLDIP3 POLR2A POLR2B PRCP PRKCH PRR5L PRRT2 RGL2 RIN1 RN7SKP192 RND3 RNU11 RNU12 RNU5E-6P RNU6-1 RNU7-1 RNVU1-27 SCN5A SDCCAG8 SH3BP4 SIN3B SIX3-AS1 SLC12A8 SPINK4 SQSTM1 TAGLN2 TBL1X THADA TNIP1 TPST2 TRABD2A TRBV12-2 UCKL1 UTRN ZBTB38 ZBTB4 ZC3H10 ZFPM2-AS1 PSIP1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PSIP1_TARGET_GENES ABHD17AP3 ABI1 ABRAXAS1 ACAA2 ACADM ACAN ACAT2 ACOX2 ACP7 ADAL ADAM15 ADAR ADGRG6 ADRA1A AFF4 AGL AGPAT1 AGPS AHSA1 AJUBA ALAD ALDH1A2 ALDH3A2 ALG9 AMZ1 AMZ2P1 ANAPC7 ANKRD37 ANKRD40 AOPEP APH1A APOO ARHGAP21 ARHGEF2 ARHGEF2-AS1 ARID5B ARIH1 ARMC3 ARMH3 ATF7-NPFF ATG14 ATG5 ATP5F1A AVPI1 B4GALT3 B4GALT6 BAHCC1 BCL7C BEGAIN BEND3P1 BIN3 BLOC1S2 BORCS7 BORCS7-ASMT BPTF C18orf21 C19orf12 C1orf198 C21orf58 C2orf69 C4orf47 C7orf50 CA14 CACYBPP1 CALHM6-AS1 CARMIL1 CASP2 CASP3 CATSPERE CBY1 CCDC137P1 CCDC178 CCDC183-AS1 CCM2 CCNH CCSER2 CCT3 CD247 CD2AP CD300LG CDC27 CDC42SE2 CDC7 CDK5R1 CDK5RAP3 CDKAL1 CDKN2D CDNF CDO1 CDX1 CECR2 CELA2B CENPO CENPT CEP128 CEP131 CEP250 CEP76 CHD3 CHD8 CHEK1 CHIC2 CHRM3 CHRM3-AS2 CHSY1 CLK1 CLN5 CLTCL1 CMKLR2 COCH COMMD4P1 COPG2 COPS6 COPS7A COX5B COX6A1P2 CPEB4 CREB3L2 CRIPT CRLS1 CSK CSTF3 CTDSPL CTF1 CTNNA1 CXXC5 CYP11A1 CYP1B1-AS1 CYRIB CYSTM1 CYTH1 DAPK2 DCAF10 DCP2 DCTPP1 DDAH1 DDIT3 DDX18 DDX52 DDX60L DENND10 DENND1A DEPDC1-AS1 DHX30 DHX34 DHX8 DIO1 DIS3L DLSTP1 DMTF1 DNA2 DNAJA4 DNAJC1 DOCK7 DPH5 DST DTNBP1 DTWD2 DUSP5 DZIP1 ECH1 ECI2 EDARADD EDC3 EEF1A1 EEF1E1 EEF1E1-BLOC1S5 EFCAB2 EFCAB5 EFL1 EID2 EID2B EIF3B ELOCP33 ELP2 ENSG00000230021 ENSG00000247416 ENSG00000252722 ENSG00000260288 EPHA4 EPHB4 ERCC6L2 ERI3 ERLIN2 ERMAP ESS2 ETV4 EVA1A EVI5 EXD2 EXO1 FABP5P9 FAM114A2 FAM230G FAM3C FAM66B FARSA FBXL17 FBXL18 FBXL3 FBXO28 FBXO32 FBXO8 FBXW11 FES FGD2 FILIP1 FIRRE FKBP3 FOXJ3 FRS2 FTH1P20 FUT11 FYN GALNT11 GARNL3 GAS7 GASK1B GBA1 GCC2 GCNT2 GDI2 GDPD1 GFI1 GFPT1 GGH GLRX GNA12 GNB3 GNB5 GOLGA4 GPC6 GPR137 GPR161 GSTM2 GTF2B GUCY1A1 GUSBP18 GYS1 H3-3A HASPIN HBZ HCG27 HDAC2 HECTD3 HERC6 HIVEP1 HLA-DMB HLA-DQA1 HLA-DQB1 HLA-L HM13-IT1 HMCN2 HMGA2 HMGB1P20 HNRNPC HNRNPCP9 HNRNPF HOXB-AS3 HOXB3 HOXB7 HOXD11 HOXD3 HSPA12A HSPA14 IBA57 IBA57-DT IDH2 IFIT2 ING1 ING4 INO80D IPO7 IQCH ITGB1BP1 KANSL1 KANSL1-AS1 KANSL3 KAT7 KCNK5 KCTD20 KDM3B KDM4A-AS1 KIAA1217 KIF6 KLHDC8B KLHL10 KLHL25 KLHL8 KLRC4-KLRK1 KLRK1 KRT18P13 KRT8P9 LAMTOR3P1 LBR LCA5L LEPR LGMN LIMS1 LIN9 LINC-PINT LINC00358 LINC00364 LINC00426 LINC00518 LINC00682 LINC00687 LINC00933 LINC01031 LINC01339 LINC01551 LINC01596 LINC01605 LINC01611 LINC01625 LINC01841 LINC01873 LINC02362 LINC02683 LNPEP LONP2 LOXL3 LPIN1 LRRC23 LRRC37A3 LRRC75B LRRC8D LSM6 LTBP4 LYRM2 MADD MALAT1 MAN2A2 MANEA MAP1A MAP3K4-AS1 MAP3K8 MAP4K3-DT MAP9-AS1 MAPK6 MAPRE2 MAPT MARCHF2 MARCHF7 MARS2 MAST2 MAT2B MATR3 MBD6 MBNL2 MBOAT2 MCM10 MCM8 MCM9 MCRIP1 MED14 MED23 MEF2C MEIG1 MEMO1P1 MESD METTL22 MGC32805 MGRN1 MICAL3 MIEF1 MINDY3 MIPOL1 MIR1302-3 MIR301A MIR3145 MIR3649 MIR3688-1 MIR374B MIR3907 MIR421 MIR4456 MIR4633 MIR4733 MIR5188 MIR542 MIR6130 MIR6508 MIR6833 MIR7849 MISP3 MKS1 MLLT10 MMAA MMS22L MORF4L2 MPP3 MRPL22 MRPL42 MRPL45 MRPL58 MRPS21 MSGN1 MSRB3-AS1 MT-CO1 MT-ND1 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-RNR1 MT-RNR2 MT-TE MT-TF MT-TG MT-TH MT-TI MT-TL1 MT-TL2 MT-TP MT-TQ MT-TR MT-TS2 MT-TT MT-TV MT-TW MTA2 MTCO3P12 MTFMT MTG1 MTHFD1L MTND1P15 MTX2 MVD MYB MYL11 NABP2 NAT10 NAXE NBN NBPF1 NCKAP5L NCOA4 NCOA7-AS1 NDUFC1 NEIL1 NEPRO-AS1 NF1 NFATC3 NFKB2 NFRKB NOD1 NOPCHAP1 NR2E3 NR2F2 NRG3 NRGN NRL NSMAF NT5C3B NTPCR NUDT12 NUP93 NVL OCA2 OPN4 OSBPL9 PACS1 PACSIN2 PAFAH1B1 PAFAH2 PAOX PAQR8 PBX3 PCK2 PCNP PDE7B-AS1 PDK2 PDS5B PER2 PEX14 PEX2 PGM2L1 PGPEP1L PHF21A PI4KB PIAS1 PIF1 PIK3R4 PKD2L2 PKM PLA1A PLA2G6 PLEKHH3 POLR3H PPFIBP2 PPM1G PPP1R27 PPP2R5E PPP4R2 PPTC7 PRCC PRDX1 PRKAG2 PRKAR1A PRPF18 PSIP1 PSMA4 PSMB5 PSMB6 PSMD1 PSME3 PTPN13 PTRHD1 PYCR3 R3HDM2 RAB13 RAB33B RANBP17 RAPGEFL1 RARS1 RBBP9 RBCK1 RBM33 RBM34 RBM8A RCOR3 RDH11 RERE RESF1 REV3L RGCC RGS12 RHCG RHOQ RHOU RIOK3 RMI2 RN7SKP43 RN7SL108P RN7SL254P RN7SL336P RN7SL395P RN7SL418P RN7SL535P RN7SL749P RNA5SP18 RNA5SP194 RNA5SP283 RNA5SP72 RNA5SP86 RNU1-89P RNU4-27P RNU6-1061P RNU6-1067P RNU6-1102P RNU6-213P RNU6-225P RNU6-363P RNU6-416P RNU6ATAC22P RNU7-79P RNVU1-33 RNVU1-34 RNY1P5 RPL10A RPL21P111 RPL21P115 RPL21P136 RPL23AP53 RPL32P22 RPL34 RPL35AP28 RPL36AP28 RPL7AP42 RPLP1 RPRD2 RPS15 RPS26P29 RPS27A RPS9P1 RPSAP52 RRM2 RTP3 RTRAF RUFY1 RUVBL1 SALL2 SASH1 SBF2 SCAMP3 SCAPER SCARNA2 SCAT2 SCTR SDCBP2 SDHA SEM1 SEMA3A SEMA3C SEMA4F SEMA4G SENP8 SEPTIN8 SERAC1 SERBP1 SERTAD3 SERTAD3-AS1 SETD2 SF3B4 SFXN4 SGO2 SIDT2 SINHCAF SKA2 SKAP2 SKIDA1 SLC12A9 SLC17A1 SLC22A23 SLC25A16 SLC25A20 SLC25A3 SLC25A33 SLC2A3 SLC35B4 SLC38A6 SLC39A10 SLC41A3 SLC4A5 SLC6A15 SLC7A6 SMAD1 SMAD1-AS1 SMAD5 SMC1B SMC3P1 SMIM12 SMURF1 SNX2 SNX29 SNX6 SNX9 SPATA24 SPATS1 SPATS2L SPG11 SRSF11 SS18 STAG1 STARD3 STARD7 STAT1 STAU2 STAU2-AS1 STK38 STMN1 STMP1 STOX2 STPG1 STX18 SULT2B1 SUMO1 SUOX SVOPL SYN3 SYS1 SYT1 TACSTD2 TAF4B TAF6 TAGLN2 TARDBP TARS3 TBC1D13 TBC1D2B TBC1D32 TBC1D3P7 TBC1D7 TCEAL1 TCF24 TCP11L2 TFAM TFAP2A TFG TFRC THAP4 THBS1-IT1 TIAM2 TIMELESS TIMM44 TIMMDC1 TKTL1 TLCD5 TLK2 TM2D3 TMEM14B TMEM169 TMEM184B TMEM248 TMEM60 TMF1 TNFRSF1A TOMM20 TOP1MT TP53BP2 TPI1 TRAF3IP2-AS1 TRAM2 TRAM2-AS1 TRAPPC11 TRAPPC3L TRDMT1 TRIM2 TRMT11 TRPC1 TST TTC39A TUBA1B TUBB2B TXLNA TXLNB TXNDC15 TXNRD1 TYRO3P UBA52P5 UBC UBE2E1 UBE2Q1 UBE2Q2P1 UBL7 UBR2 UBR3 UBR4 UCHL3 UMPS UNC45A UPF3B UROD USP28 USP33 UTP6 UTS2R UVRAG VCAN VOPP1 VOPP1-DT VPS28 VTRNA2-1 WAC WDR11 WDR11-DT WHAMM WNT5B WRAP73 WSB1 WWOX XIAP XPA YBX1P9 YIPF1 ZCCHC8 ZDHHC22 ZKSCAN4 ZNF138 ZNF143 ZNF304 ZNF48 ZNF623 ZNF767P ZP3 ZPLD1 ZSCAN26 PSMB5_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PSMB5_TARGET_GENES ABHD5 ACTB ACTG1 ADAMTS1 ADAMTS4 ADGRL1-AS1 ADM AFF1 AHNAK ALDOA ANLN ANO10 APTX ARL15 ARL4D ARL6IP1 ASF1B ATF3 ATF4 BRD2 BTG2 BTG2-DT C11orf98 C6orf62 CALM1 CALM2 CALR CBX3 CCN1 CCN2 CCNL1 CD44 CDC25B CDC25C CEMIP2 CEP95 CERNA3 CFL1 CHRNA1 CIRBP CITED2 CKS2 CLASP1 COL1A1 CSKMT CYB561A3 CYCS DALRD3 DDIT4 DDX3X DDX5 DKK1 DNAJA1 DUSP1 DYNC1H1 EEF1A1 EEF2 EIF1 EIF4A2 EMP1 FAM53C FAU FLNA FSCN1 FTH1 FTL FUS GADD45A GAPDH GAS5 GDNF GDNF-AS1 GEMIN6 GTF2B H1-2 H1-4 H2AC10P H2AC12 H2AC13 H2AC16 H2AC17 H2AC20 H2AC6 H2AC7 H2AX H2AZ1 H2AZ1-DT H2BC10 H2BC12 H2BC13 H2BC16P H2BC17 H2BC21 H2BC4 H2BC7 H3-3B H3C1 H3C10 H3C12 H3C2 H4C16 H4C3 H4C8 HEATR5A HEATR5A-DT HNRNPA2B1 HNRNPAB HNRNPH1 HSP90AA1 HSP90AB1 HSPA1B HSPA8 ID1 ID2 ID2-AS1 ID4 IER3 IER5 IER5L IMPDH2 INTS6 INTS6-AS1 JPT1 JUNB KBTBD2 KHDC4 KLF2 KLF2-DT LDHA LGALS1 LINC01126 LMNA LRSAM1 MALAT1 MAT2A MCL1 MED29 MEPCE MFSD11 MIR191 MIR222HG MIR3143 MIR3153 MIR3190 MIR320A MIR4522 MIR5188 MKNK2 MPHOSPH9 MRPL49 MRPS18B MT1E MTRFR MYL6 MYL6B-AS1 NABP1 NDUFA7 NDUFAF3 NDUFS2 NFKBIZ NORAD NPM1 NUFIP2 NXF1 PA2G4 PABPC1 PAF1 PHLDA2 PIK3R3 PKM PLK2 PMAIP1 PNP POLR2A POLR2L POLR3D PPP1R10 PPP1R14B PPP1R14B-AS1 PPP1R15A PPP1R15B PPP1R3C PRDX1 PRKG1-AS1 PTMA PXN-AS1 RABGGTB RBMX RCC1 RHOB RND3 RNU11 RNU4-1 RNU4ATAC RNVU1-14 RNVU1-28 RPL10 RPL10A RPL12 RPL13A RPL28 RPL3 RPL32 RPLP0 RPLP1 RPS12 RPS2 RPS20 RPS26 RPS27 RPS28 RPS9 RPSA RRM2 RSRP1 S100A1 S100A13 S100A6 SCARNA2 SDC4 SERPINE1 SETD5 SGK1 SLC16A1 SLC16A1-AS1 SLC1A5 SLC20A1 SLC20A1-DT SLC25A3 SLC2A3 SLC38A2 SLC3A2 SLC9A1 SLFN11 SNHG1 SNHG15 SNHG19 SNHG25 SNHG29 SNHG3 SNHG32 SNHG5 SNHG7 SNHG9 SNORA50C SNORA57 SNORA78 SNORA9 SNORD101 SNORD104 SNORD12C SNORD25 SNORD26 SNORD27 SNORD3A SNORD43 SNORD45C SNORD48 SNORD49A SNORD49B SNORD50B SNORD54 SNORD60 SPTAN1 SRSF2 SRSF3 SRSF6 SRSF7 STC2 STMN1 TAF4 THBS1 THUMPD3-AS1 TMEM138 TMSB10 TMSB4X TOB1 TOB1-AS1 TOB2 TPI1 TPM1 TPM2 TRAF7 TRIM25 TSPAN4 TUBA1A TUBA1B TUBA1B-AS1 TUBA1C TUBB3 TUBB4B TUFT1 TWIST1 UAP1 UAP1-DT UBB UBC UBE2S VAMP1 VASN VEGFA WDR1 WSB1 ZBTB37 ZBTB4 ZCWPW1 ZFAS1 ZFP36 ZFP36L2 ZNFX1 PTPRA_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PTPRA_TARGET_GENES ADGRB3 AGBL5 AGBL5-AS1 AMPD3 AP3M1 APPBP2 APPBP2-DT ARMCX5 ARMCX5-GPRASP2 ATP6V0A1 ATP6V1E1 ATXN7L2 BARHL1 BCL2L13 BRIX1 C15orf61 C17orf113 C1orf43 CCDC107 CCDC159 CCDC18-AS1 CCDC28B CD160 CDC123 CIRBP CIRBP-AS1 COX6B1 CPLX2 CWF19L1 CYP4F2 DDX3X DR1 DROSHA EMSY EMSY-DT FAM161A FLAD1 FNDC5 GATA1 GCFC2 GDPD5 GLRA1 GNAS GSPT1 HDGF HIP1R HTR5A IER5 IL10RA INKA2 IQCH-AS1 ITGB1BP1 KCNG3 KLHL9 KREMEN1 KRT36 LINC00616 LINC01399 LINC01641 LINC02564 LRRC27 LTV1 MAPK8IP2 MDC1 MEN1 MFSD3 MGST3 MICAL3 MICB MIR184 MIR7-3 MIR7-3HG MRPL1 MRPL3 MRPS10 MSMP MTA3 MTR NHLH1 NPR2 NUP205 NUP85 OLFM1 PAPPA2 PGK1 PHF6 PNPLA6 PPP1R8 PRCC PREX1 PRKCH PSMB4 PYGO2 RAB3GAP2 RABGGTB RAD1 RNA5SP215 RNA5SP453 RNA5SP60 RNFT2 RNU6-1 RNVU1-14 RPS14 RPS29 RPS6 SCRT1 SESN2 SNAP25-AS1 SNORD45C SPICP5 SPRING1 SYN3 SYNGAP1 TMED9 TMEM117 TMEM147-AS1 TTC9B TTLL5 TUBA5P TUG1 TXN2 UBAP2L VPS37B XRN2 YTHDF2 ZFP2 ZFX ZFX-AS1 ZNF397 ZNF75A ZNF764 PTTG1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PTTG1_TARGET_GENES ACBD5 AFF4 ANKRD65 AP2S1 ASAP3 ATF7IP2 BCAT1 CARD8 CARD8-AS1 CCDC136 CDCA3 CLPX CMTM3 CPNE2 CRYBG2 DDX3ILA1 DENR DHRSX DNALI1 ENSG00000206898 ENSG00000232124 EOGT ERI1 GNG4 GTF2IRD1 IKBKB-DT LEPROTL1 LINC00824 LINC01088 LINC01732 LINC02252 LINC02577 LINC03016 LINC03108 LOC124904669 LRRC61 LSM10 MAK16 MIR4766 MIR7-3 MIR7-3HG MKKS MYO3B-AS1 NAGLU NBPF11 NIFKP7 NOSIP NTPCR NUPR1 OPLAH PCAT14 PCSK6 PPP4R1L PSME2P3 RBBP4 RIN3 RNU6-194P SAMD9L SEC14L1 SEC24C SLX4IP SNHG20 STRIP1 STXBP5-AS1 SUGCT-AS1 SUMO2 SYF2 TIMM50 TMEM14B TMEM161B TRIB3 TRMT12 TULP2 UBA5 UCA1 UFL1 VDAC2 VMP1 WBP1L ZBTB8OS ZFYVE1 ZNF8 ZNF8-ERVK3-1 ZSCAN31 RAG1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RAG1_TARGET_GENES AAMDC ABALON ABCA1 ABCB9 ABCC5 ABCD3 ABHD10 ABHD16A ABHD18 ABI1 ABLIM1 ACAD10 ACAD11 ACOT13 ACSL3 ACTB ACTL6A ADA ADA2 ADAM10 ADAP2 ADD3 ADD3-AS1 ADIPOR1 ADORA2A ADPGK AGFG1 AGGF1 AIMP1 AK3 AKAP9 AKIRIN2 AKNA AKR1D1P1 ALG2 ALG3 ANAPC1P1 ANAPC5 ANKRD24 ANKRD44 ANKRD46 ANO6 ANO8 ANXA2R ANXA2R-OT1 AP1S2 AP3S1 API5 APPBP2 APPBP2-DT APTX ARAP2 ARF1 ARHGAP26 ARHGDIB ARHGEF37 ARID1A ARID1B ARID2 ARID3A ARIH1 ARL4C ARL5B ARL6IP1 ARL6IP4 ARL8B ARMC8 ARPC3 ARPP21 ARRDC2 ASB3 ASB6 ASTE1 ATF1 ATG12 ATOSA ATP23 ATP2B1 ATP2B1-AS1 ATP5F1C ATP5IF1 ATP5MC2 ATP6V1B2 ATR ATRIP ATRN AUNIP B2M BAZ2B BBIP1 BBX BCL11A BCL11B BCL2L1 BCOR BDNF-AS BIRC2 BLOC1S6 BMAL1 BMI1 BMS1P4 BMS1P4-AGAP5 BOD1L1 BOLA1 BORCS5 BRAP BRD1 BRD2 BRD4 BRF2 BRWD1 BRWD1-AS2 BTG1-DT BTG2-DT BUD13 BUD13-DT C11orf24 C11orf68 C17orf75 C18orf25 C1orf112 C1orf220 C21orf91 C2CD5 C3orf33 C4orf33 C6orf120 C6orf62 C7orf31 CARMIL2 CARNMT1-AS1 CASP3 CASP7 CASP8 CBLL1 CBLL1-AS1 CBLN3 CBX3 CBX3P2 CBX4 CCDC103 CCDC117 CCDC18-AS1 CCDC77 CCDC88A CCNE2 CCNG2 CCNL1 CCT6B CD1B CD1C CD1E CD2 CD247 CD38 CD3D CD3G CD4 CD8A CD99 CDC42 CDC42SE1 CDC5L CDIPT CDIPTOSP CDK13 CDKN2AIPNL CDKN2C CDR2 CEP70 CERT1 CFAP298 CFAP298-TCP10L CFLAR CHAMP1 CHASERR CHD2 CHI3L2 CHRNA3 CHTOP CINP CITED2 CLEC16A CLEC2B CLK1 CLTC CMTR1 CNIH1 CNOT4 CNOT6L CNOT8 CNPY4 COA1 COA5 COPS5 COPS7B COX16 COX19 CREBL2 CREM CRLS1 CROCCP2 CRYZ CSNK1A1 CSNK1G3 CSNK2A2 CSPP1 CSTF2T CTCF-DT CTDP1 CUL3 CUL4A CUL5 CWC25 CWC27 CWF19L1 CXCR4 CXXC5-AS1 CYB561D1 CYB5B CYP4V2 CYP51A1 CYREN DAP3 DAPK1 DCAF16 DCUN1D1 DDHD2 DDIT4 DDX17 DDX31 DDX46 DDX55 DEFA6 DGKA DHX30 DIDO1 DIPK2A DIS3L2 DLST DNAJA1 DNAJB1 DNAJB11 DNAJB14 DNAJB6 DNAJC11 DNAJC2 DNAJC25 DNAJC25-GNG10 DNAJC27 DNAJC27-AS1 DND1P1 DNM2 DNMT3A DNPH1 DNTT DPP4 DPY30 DR1 DRAP1 DRG1 DRG2 DTWD1 DUS2 DUSP12 DUSP2 DYNLT2 DYRK1A EAPP ECE2 EDEM1 EDEM3 EEF1A1 EEF1AKMT2 EEIG1 EFCAB7 EFTUD2 EHD1 EIF2A EIF2B1 EIF2B4 EIF2D EIF4A2 EIF4G2 ELF1 ELK3 ENPP3 ENSG00000230021 ENSG00000232995 ENSG00000233230 ENSG00000246308 ENSG00000256442 ENSG00000267568 ENSG00000268403 ENSG00000277301 ENSG00000282936 EPB41 EPC1-AS1 EPC1-AS2 EPHB6 EPM2A-DT EPRS1 ERBIN ERBIN-DT ERCC5 ERLEC1 ERMARD ETS1 EXOC2 EZH2 EZR FAF1 FAM168A FAM187A FAM21FP FAM227A FAM227B FAM229B FAM98B FANCG FBXO11 FBXO24 FBXO30 FBXO4 FBXW7 FHIP2A FHL2 FIP1L1 FITM2 FLI1 FLJ38576 FLNB FMNL1 FOXO3 FRA10AC1 G2E3 G6PD GABPB1 GABPB1-AS1 GABPB2 GADD45A GADD45B GALK2 GALNT7-DT GALT GARS1 GARS1-DT GATA3 GBF1 GCA GCLM GET1 GFI1 GGA3 GGPS1 GID8 GIT2 GLS GLUD1P3 GLUL GNAQ GNB2 GOLGA7 GOSR2 GPBP1 GPCPD1 GPLD1 GPR199P GRAMD1B GRAP2 GRSF1 GSK3B GSK3B-DT GTF2E2 GTF2H3 GTF2IRD1P1 GTPBP3 GUF1 GUK1 GVQW3 H1-10 H1-2 H1-4 H2AC16 H2AC17 H2AC21 H2AC5P H2AC6 H2AC7 H2AC8 H2AZ1-DT H2BC11 H2BC17 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C12 H3C4 H4C6 HADHB HAUS2 HAVCR2 HDAC7 HDGF HEATR6-DT HEBP2 HECA HECTD1 HEIH HERC3 HEXIM2 HEXIM2-AS1 HHLA3 HINFP HINT3 HIPK1 HIPK1-AS1 HIPK3 HIRA HIVEP2 HMGB1 HMGB2 HNRNPA2B1 HNRNPH1 HNRNPU HRK HSD17B11 HSPA8 IDE IDH1 IDH1-AS1 IFI16 IFIH1 IFT57 IFTAP IKBKB IKBKB-DT IKZF1 IL17RE IL20RB IL6ST IL6ST-DT ING2 INKA1 INTS15 INTS2 INTS6 INTS6-AS1 INTS8 IPO11 IPP IRAG1-AS1 IRAG2 IRF1-AS1 ITGA4 ITGAV ITGB3BP ITK ITM2C ITPR1 ITPR1-DT ITPR2 ITPRID2 IVNS1ABP IZUMO4 JMJD1C JPX JUND KANSL1 KANSL1-AS1 KANSL2 KAT14 KAT6B KCMF1 KCNIP2-AS1 KDELR2 KDM5A KDM5B KHNYN KIAA0753 KIAA0825 KIF2A KIN KLC2 KLHL24 KLHL28 KLHL42 KLHL6 KLHL7 KLHL7-DT KMT2E KMT2E-AS1 KMT5B KRAS KRR1 KYAT1 LAIR1 LAMP1 LAMTOR5 LAMTOR5-AS1 LARP1 LAT LEF1 LINC00663 LINC00667 LINC01089 LINC01301 LINC01465 LINC01547 LINC01619 LINC01891 LINC03072 LMAN2 LOH12CR2 LRCH4 LRP12 LRP3 LRR1 LRRC34 LRRC37A5P LRRC41 LRRC57 LRRC8A LRRC8D LRRC8D-DT LRRFIP2 LSM11 MAD2L1BP MALAT1 MAML1 MANEA MAP2K2 MAPK14 MAPK1IP1L MAPKAPK3 MARCKSL1P2 MARK3 MBNL1 MBTPS2 MCCC1 MCFD2 MCM8-AS1 MCM9 MCMBP MCPH1 MCUB MDM2 MED17 MED23 MED7 MEF2A MEMO1 METAP1 METAP2 METTL18 METTL21A METTL2B MFSD10 MFSD11 MFSD14A MFSD8 MGAT4A MIGA1 MINDY2 MINDY2-DT MIR1302-3 MIR142HG MIR181A1HG MIR3188 MIR3665 MIR3678 MIR3924 MIR4519 MIR4727 MIR4734 MIR5091 MIR5188 MIR5696 MIR6090 MIR638 MIR762HG MIRLET7I MITD1 MKLN1 MKLN1-AS MKRN1 MKRN2 MMADHC MOB1B MOB3A MOB4 MPHOSPH9 MPLKIP MPPE1 MRPL1 MRPL13 MRPL16 MRPL24 MRPL30 MRPL35P3 MRPL38 MRPL40 MRPL44 MRPL9 MRPS18B MRPS2 MRPS24 MRPS27 MRPS31 MRPS31P5 MRPS35 MRPS35-DT MRPS7 MSL1 MSL2 MST1P2 MT-ND1 MT-ND4 MT-ND4L MT-TL1 MT-TP MT-TR MTBP MTCH1 MTCO3P12 MTERF4 MTMR4 MTND5P11 MTRFR MX1 MXD1 MXI1 MYCBP2 MYD88 MYL12A MZB1 N4BP2 N4BP2L2 NCAPG NCOA1 NDUFA10 NDUFA3 NDUFA4 NDUFAF1 NDUFAF4 NDUFAF4P1 NDUFC1 NDUFS7 NDUFV3 NECAP1 NECAP2 NEIL1 NEK11 NEMF NFATC3 NFE2L2 NFKBIA NHLRC3 NIPBL NIPSNAP2 NLRX1 NMT2 NOL4L NONO NOP14-AS1 NPHP3 NPHP3-ACAD11 NPLOC4 NR3C1 NRIP1 NSD3 NSL1 NSUN6 NT5C NUBPL NUBPL-DT NUDCD3 NUDT4 NUF2 NUP50 NUP50-DT NUP54 NUP58 NXF1 OARD1 OAZ3 OGA OGFOD2 OR10T2 OSBPL5 OSCAR OTUD1 PARL PARP12 PARP8 PATL2 PBLD PCBP1-AS1 PCBP2 PCDH9 PCID2 PCLAF PDE6D PDE7A PDHX PDIA5 PDS5B PDSS1 PELI1 PELI2 PET117 PEX6 PHF21A PHIP PHYH PICALM PIERCE1 PIEZO1 PIGN PIK3CB PIK3IP1 PIK3IP1-DT PIK3R1 PIP4K2A PIP4P2 PJA2 PLAGL2 PLEKHA8P1 PLEKHF2 PLEKHG1 PLEKHM2 PNRC1 PNRC1-DT PNRC2 POC1B POC1B-GALNT4 POFUT1 POLK POLM POLR2A POMP POR PPP1R10 PPP1R35 PPP1R9B PPP3CB-AS1 PPP4C PRIMPOL PRKACB PRORSD1P PROSER1 PRXL2A PSEN1 PSMA1 PSMC2 PSMD12 PSMD6 PSMD9 PSMF1 PSPH PTAR1 PTBP3 PTCD2 PTK2B PTK7 PTPN2 PTPN4 PTPRA PTPRK PUM1 PURA RAB2A RAB40C RAB6A RABEP2 RAC1 RAC2 RAD23A RAD52 RAF1 RAG1 RANBP9 RASA1 RASD1 RASSF5 RB1CC1 RBBP6 RBM25 RBM39 RBM5 RBMX RCE1 RELCH REPS1 RERE RESF1 REXO4 RFTN1 RGS10 RGS5 RHBDD1 RHOF RHOH RIMKLB RINT1 RN7SL521P RNA5SP21 RNASEH2B-AS1 RNF103-CHMP3 RNF126 RNF141 RNF144B RNF149 RNF168 RNF19A RNF216 RNF34 RNF38 RNF6 RNU6-432P ROBO1 ROCK1 RORC RPL12P38 RPL22L1 RPL28 RPL36 RPL38 RPL41 RPL4P1 RPS12 RPS15A RPS29 RPSAP31 RPTOR RRN3P1 RSAD1 RSF1 RSU1 RUVBL1 RWDD1 S100A13 S100PBP SAMD8 SAR1B SARAF SARS1 SATB1 SATB1-AS1 SCAF8 SCAMP1 SCAMP1-AS1 SCAMP2 SDE2 SEC23A SEC23A-AS1 SEC23IP SEC61B SECISBP2L SELENOH SELENOOLP SEMA7A SEPSECS SEPSECS-AS1 SEPTIN9 SERP1 SERTAD2 SETD1B SF3A3 SGK3 SGPP1 SH3TC1 SHOC2 SIPA1L1 SIRT6 SKP1 SLA SLAIN1 SLC16A10 SLC25A3 SLC33A1 SLC35A3 SLC35B3 SLC3A2 SLC46A3 SLC4A4 SLFN13 SLFN5 SLTM SLX9 SMAD1 SMARCD2 SMARCE1 SMC3 SMG1P1 SMG1P3 SMIM12 SMIM13 SMIM15-AS1 SMIM27 SMYD3 SNAPC3 SNHG12 SNHG5 SNHG7 SNORA16A SNORD118 SNORD50B SNRPA1 SNRPA1-DT SNX17 SOGA1 SOS1 SPACA6 SPAST SPEN-AS1 SPG7 SPNS1 SPRY1 SQOR SRD5A3 SREK1IP1 SRI SRP9 SRSF2 SRSF3 SSBP2 SSBP3 ST20 ST20-MTHFS ST3GAL6 ST3GAL6-AS1 ST8SIA4 STAG1 STAG1-DT STAM STAM-DT STK17B STK36 STOML2 STX16 STX16-NPEPL1 STX18 STX18-AS1 STYX SUGCT SUGT1 SUGT1-DT SUMO2 SUZ12 SUZ12P1 TAB2 TAF13 TAF1B TAF1D TAF6 TAMM41 TATDN3 TBC1D10C TBC1D19 TBCCD1 TBCK TBL1XR1 TBL3 TCF12 TDP2 TECPR2 TECR TEDC1 TEFM TGS1 THAP12 THAP2 THEMIS TIPRL TLE4 TLE5 TM2D3 TMBIM4 TMEM101 TMEM167B TMEM179B TMEM202-AS1 TMEM222 TMEM30A TMEM30A-DT TMEM35B TMEM39A TMEM41A TMEM41B TMEM68 TMSB4X TNFAIP3 TNPO1 TNPO3 TOB2 TOGARAM1 TOP2B TPI1P2 TRA2A TRA2B TRAC TRAF3IP3 TRAF6 TRAJ10 TRAJ11 TRAJ12 TRAJ13 TRAJ17 TRAJ18 TRAJ19 TRAJ20 TRAJ22 TRAJ23 TRAJ24 TRAJ25 TRAJ26 TRAJ27 TRAJ28 TRAJ29 TRAJ30 TRAJ31 TRAJ32 TRAJ33 TRAJ34 TRAJ35 TRAJ38 TRAJ39 TRAJ4 TRAJ41 TRAJ42 TRAJ43 TRAJ44 TRAJ45 TRAJ46 TRAJ47 TRAJ48 TRAJ49 TRAJ51 TRAJ52 TRAJ53 TRAJ54 TRAJ56 TRAJ58 TRAJ59 TRAJ6 TRAJ60 TRAJ61 TRAJ7 TRAJ8 TRAJ9 TRANK1 TRAPPC10 TRAT1 TRAV13-1 TRAV18 TRAV29DV5 TRAV30 TRAV40 TRAV8-3 TRAV8-6 TRBD1 TRBJ1-1 TRBJ1-2 TRBJ1-5 TRBJ1-6 TRBJ2-1 TRBJ2-2 TRBJ2-2P TRBJ2-4 TRBJ2-5 TRBJ2-6 TRBJ2-7 TRD-AS1 TRDD3 TRDJ1 TRIB2 TRIM11 TRIM25 TRIM33 TRIM52 TRIM52-AS1 TRIM8 TRIM8-DT TRIP4 TRIR TRMT61B TRNAU1AP TSC22D3 TSC22D4 TSFM TSPAN10 TSPAN5 TSPAN5-DT TSPYL2 TTC32-DT TTC7A TTPAL TUBA1A TUBE1 TUT7 TWF1 TXNDC15 TXNDC17 TXNL1 TYW3 UBA5 UBC UBE2D3 UBE2D3-AS1 UBE2E3 UBE2E3-DT UBE2G1 UBE2H-DT UBE2J1 UBE2L6 UBQLN1 UBQLN1-AS1 UBR5 UBTF UBXN11 UBXN2A UCP2 ULK4 UNC50 UQCC2 UQCRC2 UQCRH USP3 USP30 USP48 USP7 USP7-AS1 USP8 UTP3 VAPA VARS1 VASP VGLL4 VHL VPS33A VPS36 VPS4A VPS51 VTA1 VWA8 VWA8-AS1 WAKMAR2 WASHC2C WBP4 WDR27 WDR33 WDR59 XBP1 XRN1 XYLT2 YARS1 YTHDF2 YY1AP1 ZBED5 ZBED5-AS1 ZBTB11 ZBTB26 ZBTB34 ZBTB4 ZC3H4 ZC3H7B ZC3HAV1 ZDHHC15 ZDHHC7 ZFAND5 ZFC3H1 ZFP36 ZKSCAN3 ZKSCAN8 ZMYM3 ZMYM5 ZNF131 ZNF143 ZNF207 ZNF280D ZNF394 ZNF398 ZNF410 ZNF425 ZNF431 ZNF440 ZNF490 ZNF56P ZNF592 ZNF706 ZNF710 ZNF770 ZNF786 ZNF791 ZNF827 ZNF846 ZNRF1 ZNRF2 ZXDC RARB_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RARB_TARGET_GENES MT-ND3 MT-ND4 MT-ND4L MT-RNR1 MT-TF MT-TG MT-TR RAX2_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RAX2_TARGET_GENES ANKIB1 BCAS2 C2orf49 C2orf49-DT CCDC28A CCDC28A-AS1 CEP44 CFL1 CHCHD5 CNOT4 COPS2 CSDE1 EEF1G EHD4 EMC4 EME1 ERAL1 ERCC1 ETFB FAM222B GALK2 HAX1 HCG15 HDGF HINT2 HSPA4 IFRD1 KATNB1 KBTBD2 KRIT1 MRPL27 MUS81 NDUFAF4P1 NEK8 PFDN1 PLA2G4E-AS1 PLBD1 POLR1G PPOX PPP1R13L PRCC PRPF31 PSMA5 RN7SKP134 RNASEL RNF186 RNU7-27P RPL27A RPL4 SCAMP5 SNAPC5 SNORA3A TEAD4 TFPT TLCD1 TMEM209 TNFSF9 TNPO3 TPI1P2 TSEN2 TSPAN31 UBE2N USE1 WDR83 WDR83OS ZNF358 ZNF384 ZNF441 ZNF484 ZNF580 ZNF581 ZWILCH RBL1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RBL1_TARGET_GENES AGBL5 AGBL5-AS1 ANGPTL6 AVEN BCAR3 CCDC107 CD274 CERNA3 CSTPP1 CTCF CTCF-DT FBXO31 FBXO45 GTF3C3 H4C8 HCG14 KNL1 LARS2 LDHA LIMD1-AS1 LINC02453 LTA4H MAP1LC3B MIR4521 MPDZ NDST2 NDUFS7 PARP2 PBK PDS5B PKD1P6 PLEKHG2 POLG POLG-DT POLR3E PRMT5 PRMT5-DT PSMB3 RNASE11 RNF138 RPS20 RTTN SACM1L SMARCC2 SNORD54 STX16 STX16-NPEPL1 USP12 USP12-DT VTRNA1-1 WDR53 WIZ ZNF839 RBM15_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RBM15_TARGET_GENES ABHD13 ABL2 ACTB ACTG1 ADAD1 ADARB1 ADGRL1 AHCYP7 AJUBA AKAP7 ANKMY1 ANKRD17 ANKRD17-DT ANP32BP3 ANXA5 ARPC5L ATF3 ATF5 ATOX1 B3GAT2 BAMBI BOLA1 C15orf48 CARS2 CCDC162P CCP110 CD248 CDC25C CEP95 CHD7 CLCN7 COX11 CPSF6 CSNK1D CST6 CTNNB1 CXCL12 DAGLA DBNDD1 DDX19B DDX5 DEUP1 DLEU2 DNAAF11 DNLZ DPY19L1 DUSP28 EIF4A2 ENSG00000230690 ENSG00000236829 ENSG00000263080 ESPN FAHD1 FAM131B FAM78A FBXO34 FBXO34-AS1 FNDC3B FOS GIPC1 GPR137 GSE1 GTPBP1 GUSBP5 H1-4 H2AC20 H2AC7 H2BC11 H2BC12 H2BC17 H2BC21 H2BC7 H3-3B HAS3 HECTD2 HIPK1 HIRA HNRNPAB HNRNPH1 HSP90AA1 HUNK ICMT IGF2BP3 IL4I1 ING1 INSL3 IPPK IQGAP1 KCNC1 KDM6A KLF13 KLF6 LHFPL2 LIG4 LINC01686 LINC01719 LRRC8D LRRC8D-DT MAN1C1 MAP4K3 MCL1 MDGA1 MEPCE MFSD11 MIR1470 MIR17HG MIR3143 MIR3190 MIR4310 MIR5188 MRPL40 MYLIP NALT1 NCOA1 NHLRC3 NLRC5 NMD3 NMRK1 NSFL1C NUBP2 NUP62 OR2B8P OSTF1 PCBP1-AS1 PGAP6 PHF3 POLE PPP1R15A PPP1R26 PRCD PRDM16-DT PRDX1 PRKD3 PROSER1 PRPSAP2 PSME4 PTBP1 PTCHD3P3 PTP4A1 PTP4A1P6 PXMP2 RAD17 RFWD3 RIPOR1 RMI2 RNF148 RNU4-2 ROR2 RPL3 RPL35 RPS15 RPS2 SCAMP4 SERPINI2 SLC25A6 SLC9A1 SNHG12 SNHG7 SNHG9 SNORA16A SNORA78 SNORD43 SOHLH2 SON SPSB3 SRPRB SRSF2 SSR4P1 ST7-OT4 STKLD1 SUMO2 TCF3 TENT4B TICAM2 TICAM2-AS1 TLE3 TMEM139 TMPOP2 TP53BP2 TPI1 TPRN TPTEP1 TRAK2 TRIM27 TUBB6 UBC VAV3 VIM VIM-AS1 VSNL1 WIPI2 WNT2B WTAP XBP1 ZCCHC2 ZCWPW1 ZNF124 ZNF204P ZPBP2 RBM17_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RBM17_TARGET_GENES AVL9 KMT2A MIR1538 NCBP3 NFAT5 NSFL1C RABEP1 RBM34_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RBM34_TARGET_GENES ABCB10 ABCD1 ABHD11 ABHD14A ABHD14A-ACY1 ABHD14B ABHD5 ABL2 ACADS ACAT1 ACBD7 ACOT7 ACSL3 ACSL4 ACSS2 ACTL6B ACTN4 ACTR1B ACTR3C ADAM15 ADAMTSL5 ADD1 ADRM1 AFF4 AFF4-DT AFTPH AFTPH-DT AGPAT3 AGPS AHDC1 AK3 AK4 AK6 ALAD ALDH1A2 ALKBH4 ALYREF AMACR AMZ2 ANAPC11 ANAPC13 ANGPTL6 ANK1 ANKRD11 ANKRD12 ANKRD16 ANO10 ANXA11 AP1AR AP1AR-DT AP3B2 AP3D1 APMAP APOO APRT ARFGAP1 ARHGAP22 ARHGAP26 ARHGAP31-AS1 ARHGEF1 ARHGEF12 ARID2 ARMH3 ARPC1B ARPC5L ARRDC2 ARVCF ASB1 ASH1L ASIC1 ASL ATG4D ATIC ATOX1 ATP11A ATP5F1D ATP6V1A ATXN1-AS1 AURKAIP1 AVL9 B3GALT6 B3GALT9 BAHD1 BAZ1A-AS1 BCAP31 BCKDK BCL2L1 BEND3 BHLHE40 BICD2 BICDL1 BICRA BMAL1 BMP8A BMP8B BNIP2 BRD7 BRI3 BRSK2 BSCL2 BTBD1 BTN2A2 C11orf91 C15orf39 C19orf73 C1orf216 C21orf58 C2CD2 C2orf68 C2orf92 C7orf25 C8orf88 C9orf78 CABIN1 CACTIN-AS1 CAMK2G CAPN1 CAPN1-AS1 CAPN12 CAPRIN1 CARD19 CARNMT1-AS1 CARS2 CASP3 CASTOR3P CATIP-AS1 CATSPER2P1 CATSPERD CBLN1 CCAR2 CCDC112 CCDC12 CCDC138 CCDC18 CCDC3 CCDC57 CCDC96 CCNG2 CCNL2 CCNQ CCNY-AS1 CCSAP CD55 CD72 CD99L2 CDC14A CDC42EP2 CDCA7 CDH15 CDHR2 CDK2AP2 CDKN2AIPNL CDKN2D CDON CDS1 CEBPG CECR7 CENATAC CENATAC-DT CENPX CEP55 CEP57L1 CEP63 CEP76 CEROX1 CERS2 CFL1 CHCT1 CHGB CHID1 CHPF2 CHSY1 CHTF18 CIB2 CIZ1 CLCN7 CLIC4 CLN6 CLN8 CLN8-AS1 CNBP CNNM3 CNOT11 COL6A1 COSMOC COX17 COX4I1 COX5A CPEB2 CPEB2-DT CPQ CPSF1 CPTP CRACR2A CRACR2B CRELD2 CRKL CRLF3 CSRP2 CSTB CTBP2 CTSA CTSH CTTN CTTN-DT CYBC1 CYFIP1 CYREN DACT3 DACT3-AS1 DAG1 DANCR DBNDD2 DBP DCXR DCXR-DT DDX3X DDX55 DDX6 DECR2 DENND3 DENND3-AS1 DENND6B DEPDC4 DEUP1 DGCR8 DHCR7 DHCR7-DT DHX30 DMXL1 DMXL1-DT DNAJC10 DNAJC5 DNM1 DNMT1 DOCK2 DPH7 DPP8 DPP9 DPY19L4 DPYSL2 DRG1 DYRK3 DYRK3-AS1 E2F1 E2F7 E4F1 EDC4 EDF1 EEFSEC EFCAB13 EFCAB13-DT EFCAB15P EFL1 EFR3A EGFL7 EHD2 EHD4 EIF2AK4 ELMO2 ELOA EMC8 EMD EMP2 ENO3 ENSG00000213963 ENSG00000223446 ENSG00000236377 ENSG00000255647 ENSG00000261798 ENSG00000268655 ENSG00000273828 EPAS1 EPS8L2 ERCC6 ERF ERICH1 ETFB EVL EXOSC4 EZR F2R FADS1 FADS3 FAM131A FAM167A FAM174C FAM241B FAM47E FANCA FANCE FARP2 FASTK FBH1 FBXL16 FBXL2 FBXO21 FBXW2 FERMT2 FGFR4 FGFRL1 FH FHDC1 FHL2 FIBCD1 FLYWCH2 FMNL2 FN3K FOXD3 FOXD3-AS1 FOXJ2 FOXK2 FOXO1B FPGS FRG1 FRG1-DT FRMD8 FYTTD1 FZD4-DT FZD5 G6PD GAA GABPB1-AS1 GABRQ GAK GALK1 GALNS GALNT18 GAPVD1 GAREM2 GATAD2A GCC2-AS1 GCN1 GEMIN8P4 GFER GFOD1 GGA2 GIGYF2 GLI4 GLRX2 GLRX3 GLT8D1 GLUD1 GMEB2 GMFG GMPPB GORASP1 GORASP2 GPAA1 GPR107 GPR3 GPSM2 GSTZ1 GTF2IP13 GTF2IP4 HABP4 HACD1 HADH HAUS3 HBEGF HDDC3 HEATR5A HEATR5A-DT HEXB HEXD HEYL HIBADH HIRA HLCS-AS1 HMG20B HMOX2 HMX3 HNRNPU HNRNPUL1 HOXC-AS1 HPGD HPS3 HSD11B1L HSP90AA1 HTATIP2 HTT IBA57 IDH3A IDI1 IER5L IKBKG IKZF1 IL10RB IL10RB-DT IL18R1 IL27RA IMMT IMPA2 IMPDH1 INCA1 INKA2 INPP5F IP6K1 IRF1 IRF7 ITFG1-AS1 ITGAE ITGB4 IZUMO4 JMJD8 JPT2 KAZALD1 KCNH1 KCNH1-IT1 KCNH4 KCNK5 KDM4B KIAA0319 KIAA1522 KIF17 KIF1B KIF1C KIFC2 KISS1R KLF10 KMT2B KPNB1 KRI1 LAMB4 LAP3 LARP4B LCORL LENG9 LEPROTL1 LIMS1 LINC00482 LINC00963 LINC01194 LINC01301 LINC01385 LINC01424 LINC01547 LINC01962 LINC02028 LINC02166 LINC02352 LINC02356 LINC02846 LIPT2 LIPT2-AS1 LMF1 LMNA LONP1 LRP12 LRRC27 LRRC37A5P LRRC37A6P LRRC45 LRRC59 LRRFIP2 LRWD1 LSM5 LSM6 LSM7 LTBP2 LTO1 LYL1 LZTS2 MACF1 MAD2L2 MAFG MAK16 MALINC1 MAN2B1 MAN2C1 MAP3K10 MAP3K7 MAPKAPK3 MARK3 MATCAP2 MBD2 MBD3L1 MBD6 MBNL1 MBOAT1 MBTPS1 MBTPS1-DT MCM10 MCM4 MCM9 MCRIP2 ME2 MEF2A MEF2B MELTF METTL26 MGAT4B MHENCR MIB2 MICAL1 MICOS13 MIEN1 MIF MILIP MINK1 MIOS MIR3171HG MIR3190 MIR3659HG MIR378D2HG MIR4434 MIR4449 MIR4515 MIR5695 MIR5696 MKNK2 MKRN1 MLXIPL MMP24OS MOB3A MOB4 MOCOS MON1A MON2 MORN1 MPHOSPH6 MPHOSPH6-DT MPP7-DT MPZL1 MRFAP1P1 MRM2 MRPL20 MRPL20-AS1 MRPL34 MRPL38 MRPL40 MRPS2 MRPS28 MRTFA MSL3 MSL3-DT MTDH MTFMT MTG1 MTHFS MTMR3 MTRES1 MVD MYDGF MYH14 MYO5A MYO6 N4BP2 NAA40 NAA50 NAAA NAMPT NAMPT-AS1 NAT9 NBEAL2 NBPF3 NCBP3 NDE1 NDUFA5 NDUFAF6 NDUFV2 NDUFV3 NECAB3 NECTIN1 NECTIN1-DT NECTIN2 NEDD1 NEK7 NEK9 NELFA NETO2 NEURL2 NF2 NFATC3 NFE2L2 NFKBIE NGFR NIBAN3 NIPSNAP2 NKAIN4 NKIRAS2 NLRX1 NME4 NMRAL1 NMU NNT NNT-AS1 NOD1 NPC1 NR4A3 NSFL1C NSMCE3 NTNG2 NUB1 NUDT1 NUDT4 NUP98 OAT ODAD1 OGFOD3 OPRL1 OPTN ORAI1 OTULIN OTULIN-DT P4HA2 P4HB PACS1 PANK2 PANK2-AS1 PANK4 PANX1 PAQR9 PAQR9-AS1 PARK7 PARP6 PAWRP1 PAXIP1 PBX3 PCBP2 PCCA-DT PCGF6 PCMTD1 PCMTD1-DT PCNT PCYOX1 PDCD6 PDCD6-DT PDCD6P1 PDIA3 PDIA4 PDK3 PDLIM2 PDP1 PDSS1 PDXDC1 PDXDC2P PDXDC2P-NPIPB14P PEDS1 PEDS1-UBE2V1 PFN1 PGAP2 PGM2 PGS1 PHAF1 PHETA1 PHF1 PHF3 PHF8 PHLDA1 PHRF1 PHYH PIDD1 PIERCE1 PIEZO1 PIGS PIN1 PIN1-DT PIP5KL1 PITRM1 PJVK PKM PKMYT1 PLA2G4E-AS1 PLCB2 PLCD1 PLCG1 PLEKHF1 PLEKHG4 PLIN2 PLLP PLOD1 POGLUT1 POLA1 POLD2 POLD3 POLE4 POLN POLR2B POLR3C POMGNT2 POMT2 POU3F1 PPARA PPARD PPFIA3 PPM1H PPP1R14A PPP2R2D PPP2R5A PPP3CC PPP4C PPP4R1L PPP4R3A PRIMPOL PRKCB PRKDC PRKRA PRMT3 PROCA1 PRODHLP PROKR1 PROX1 PRPF19-DT PRPSAP1 PRSS27 PSD PSMD11 PSMG1 PSMG2 PTCH2 PTGES3L PTGES3L-AARSD1 PTPN18 PTPRA PUF60 PUM1 PURA PWWP3A PYCARD PYGO2 QSOX1 RAB11FIP1 RAB22A RAB2A RAB40B RAB40C RAB5IF RAD17 RALGDS RANBP1 RAP2B RASGEF1B RASL11B RASSF5 RBM20 RBM33 RBM33-DT RCAN3 RCCD1 RCCD1-AS1 RCN2 REEP4 RER1 REST RETREG3 REX1BD RFX2 RGS12 RGS9 RHBDD1 RHBDF2 RIC8A RING1 RIPK1 RMND5B RN7SL521P RN7SL525P RNASEH2C RNASET2 RNF103 RNF103-CHMP3 RNF115 RNF38 RNPS1 RNU6-2 RPA1 RPL35 RPL36 RPLP2 RPP38 RPP38-DT RPUSD1 RRAS2 RRBP1 RUBCN RUNDC1 S1PR2 SAMD4B SARAF SAV1 SAXO2 SBNO2 SCAP SCARB2 SCMH1 SCNN1G SDF4 SEC1P SECISBP2 SELENOOLP SEMA4F SEMA7A SENP5 SEPTIN5 SESN1 SETD5 SF1 SF1-DT SF3B2 SFR1 SGSM3 SH3D21 SHFL SHMT1 SLC12A9 SLC12A9-AS1 SLC16A6 SLC1A5 SLC25A1 SLC25A10 SLC25A12 SLC25A13 SLC25A28 SLC25A28-DT SLC25A43 SLC29A1 SLC2A8 SLC35A3 SLC35C2 SLC35F2 SLC38A10 SLC7A4 SLC7A5P1 SLC7A6 SLC8A2 SLX9 SMAP1 SMARCB1 SMG1P5 SMIM29 SMS SMTN SMYD4 SMYD5 SNAI3-AS1 SNAPC2 SNAPC4 SNORA26 SNRPA1 SNRPA1-DT SOAT1 SORBS1 SOX12 SOX8 SPATA2L SPCS1 SPECC1L SPECC1L-ADORA2A SPG7 SPHK2 SPIRE1 SPIRE2 SPOUT1 SPPL2A SPPL2B SPRED1 SQSTM1 SREBF1 SRRM2 SRRM2-AS1 SRRM3 SRSF6 SSH2 STAG1 STAG1-DT STARD4 STAT3 STK11 STK32C STMN3 STMP1 STRIP2 STX16 STXBP1 STXBP2 SUCO SUMO2 SUN1 SURF1 SURF2 SUV39H2 SUV39H2-DT SVIL SYCE2 SYCP2 TACC3 TADA2B TAF9 TAFAZZIN TALDO1 TANGO2 TBC1D5 TBC1D8 TBC1D8-AS1 TBCD TBL2 TBXA2R TCEA1 TCF25 TCIRG1 TDH TDH-AS1 TDP1 TEC TECPR1 TEF TESC TESC-AS1 TFAP2A THAP8 THUMPD3-AS1 TICAM2 TICAM2-AS1 TIMM29 TIRAP TLCD4 TLCD4-RWDD3 TMCO1 TMED5 TMEM104 TMEM106B TMEM123 TMEM123-DT TMEM129 TMEM135 TMEM147 TMEM147-AS1 TMEM14B TMEM14B-DT TMEM175 TMEM177 TMEM18 TMEM18-DT TMEM19 TMEM259 TMEM39A TMEM39B TMEM70 TMEM9B TMEM9B-AS1 TNIP2 TONSL TOR1B TOR2A TP53RK-DT TP53TG5 TP73-AS1 TPCN2 TPTEP1 TRAPPC2L TRAPPC9 TRIM14 TRIM28 TRIM45 TRIM7 TRIM7-AS2 TRMT2A TRMU TSC22D2 TSPAN12 TTC19 TTC21A TTLL1 TTLL12 TTLL7 TUBB2A TUBB4A TUBB4B TUBG1 TUBGCP5 TUSC2 TWSG1-DT TXNDC11 TXNDC15 U2SURP UBA2 UBE2G2 UBE3C UCK1 UHRF1BP1L-DT UNC93B1 UNKL UPF3A USP14 USP20 USP30 USP32 USP33 USP38 USP38-DT USP39 USP48 USP9X UVRAG-DT VAPA VAPB VOPP1 VOPP1-DT VPS9D1 VSIG10L VSIG10L-AS1 WDR37 WDR45B WDR62 WDR83 WDTC1 WDTC1-DT WFS1 WHSC1L2P WIZ WRNIP1 XYLB YIPF2 YPEL1 YRDC YWHAZ ZBTB21 ZC3H14 ZER1 ZFP64 ZFTRAF1 ZHX1 ZHX1-C8orf76 ZMYM5 ZNF174 ZNF18 ZNF181 ZNF212 ZNF213-AS1 ZNF276 ZNF318 ZNF326 ZNF367 ZNF398 ZNF425 ZNF449 ZNF517 ZNF527 ZNF558 ZNF593 ZNF594 ZNF594-DT ZNF638 ZNF653 ZNF706 ZNF75D ZNF77 ZNF774 ZNF775 ZNF778 ZNF778-DT ZNF782 ZNF786 ZNF837 ZNF852 ZSCAN32 ZSWIM6 ZSWIM7 ZZZ3 RBMX_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RBMX_TARGET_GENES EEF1A1 ENSG00000230021 MIR7-3 MIR7-3HG MT-RNR1 MT-TF MTCO3P12 MTND5P11 RBMX RBMXP2 SNORD61 REPIN1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REPIN1_TARGET_GENES EMX2 FRA10AC1 RGS7 SF3A3 SMUG1 RFX7_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RFX7_TARGET_GENES ABCA5 ABCB9 ABCF2 ABHD10 ABTB2 ACHE ACRBP ACTR2 ACTR8 ADAM11 ADAMTSL5 ADGRE2 ADGRL1 AFF1 AGBL3 AGK AGPAT1 AGTRAP AJUBA AJUBA-DT ANO6 ANXA2R AP1G1 ARFIP1 ARMC8 ATAD1 ATF4 ATF5 ATG13 ATG4C ATM ATP5MC3 ATP5PB ATP6V1D ATXN2L BAZ1B BBS2 BCAT1 BCCIP BECN1 BLOC1S2 BOD1 BRPF1 C10orf88 C12orf4 C17orf97 C1orf216 C22orf23 C2orf49 C2orf49-DT C3orf38 CACTIN CALM2 CAND1 CASKIN2 CATSPERG CBLL1 CBLL1-AS1 CCDC12 CCDC124 CCDC163 CCDC59 CCDC97 CCNI CCT2 CDC42SE1 CDCA2 CDCA3 CDKN2A CENPK CENPT CEP44 CFAP61 CFDP1 CFL1P1 CGGBP1 CHMP2B CKS1B CLPB CLPTM1 CNOT1 CNOT2 CNOT9 COPG1 COPS2 COPS4 COQ10B COQ4 COQ5 CORO7 COX10 COX10-DT CRADD CRNKL1 CROCCP2 CRY1 CTDP1 CTDP1-DT CTDSPL2 CTDSPL2-DT CXXC1 CYB561D2 CYB5A CZIB CZIB-DT DAD1 DAZAP2 DCTN5 DDA1 DDX23 DDX55 DGKH DHX29 DIXDC1 DKK1 DLAT DNAJA3 DOC2A DOCK8-AS2 DOHH EBLN3P EIF2S1 EIF3D EIF3E EIF4G2 ELOC ELP3 EMG1 ENSG00000246308 ENSG00000282936 EPHA4 EPM2AIP1 ERBB3 ESRP1 ETS2-AS1 ETV1 FAHD1 FAM222A-AS1 FAM53C FAM89A FBXL19 FBXL19-AS1 FBXO16 FBXO33 FBXO8 FCMR FEM1A FIS1 FNBP1P1 FXYD5 GABPB1 GABPB1-AS1 GABPB2 GALM GALNT4 GANC GARS1 GART GCHFR GDAP1 GGH GINS4 GLS2 GMNN GMPR2 GOLGA3 GORAB GORAB-AS1 GOT1 GOT1-DT GPATCH1 GSPT1 GSTCD GSTZ1 GTF2H4 GTF3A GTF3C2 GTF3C2-AS2 GTF3C6 H4C4 HACD2 HAGH HARBI1 HARS1 HAUS8 HDAC2 HDAC2-AS2 HEXA HEXA-AS1 HEXIM1 HMGB1 HSDL2-AS1 HTD2 HYCC2 IL4I1 INKA1 INKA2 INTS12 IP6K2 IRAK4 ITFG2-AS1 ITGB3BP KANK1 KBTBD2 KCTD9 KDM3A KIAA0753 KIAA1958 KIF3B KLC4 KLHL22 KLRG1 KNTC1 KPTN LAMTOR4 LAPTM4A LAPTM4A-DT LARP4 LARS2 LENG8 LENG8-AS1 LINC01023 LINC02983 LIPT1 LLPH LOC105371430 LRIG2-DT LRP6 LRR1 LRRC23 LYRM2 M6PR MAP3K5 MAP3K7 MATCAP2 MBLAC2 MCEE MDH1 MDP1 MEF2A MEPCE METTL25 MIR3913-1 MIR4258 MIR4795 MKLN1 MKLN1-AS MLH1 MMACHC MPHOSPH10 MPI MRPL13 MRPL2 MRPL33 MRPS17 MRPS33 MRS2 MSH2 MSL3 MSL3-DT MT1X MTBP MYG1 MYLK-AS1 MYO1B MYO9B NAB2 NAPA-AS1 NDC1 NDUFA11 NDUFAF4P1 NDUFB3 NDUFB8 NEDD8 NEDD8-MDP1 NEK10 NEK9 NEMF NEMP1 NFKB2 NPAT NPEPL1 NPM3 NPRL2 NR6A1 NT5C3A NUBP1 NUP62 ODR4 OGFOD2 PAIP2 PALB2 PCBP1 PCBP1-AS1 PCGF1 PCIF1 PCLAF PDK1 PEF1 PEF1-AS1 PFKM PHB2 PIGB PIGBOS1 PIK3C3 PKIG POC1B POC1B-AS1 POC1B-GALNT4 POC5 POLR1G POLR2F POLR3G POMT2 POP7 PPIB PPP1R13L PPWD1 PRKAB2 PRKCI PRKG1-AS1 PRMT3 PROX1 PROX1-AS1 PRPF31 PRR11 PSMD14 PSMD14-DT PSME3 PTPRZ1 PUS7L PWP1 RAB14 RAB27A RAB33B RAD51 RAD51AP1 RAPGEF3 RAPGEF6 RARA RB1CC1 RBL1 RBM12B RBM12B-DT RDM1 RFC2 RFX2 RN7SL181P RNF187 RO60 RPA3 RPL28 RPL4 RPL41 RPP14 RPS18 RPS6KB1 RSRC2 RTTN SAE1 SCAF11 SCAMP1 SCARB1 SDF2 SDR39U1 SENP1 SEPSECS SEPSECS-AS1 SEPTIN7 SEPTIN7-DT SERF2 SETD5 SETD7 SFSWAP SGF29 SHC1 SIRT4 SKAP2 SKIC8 SLBP SLC25A12 SLC35A3 SLTM SMG7 SMG7-AS1 SMIM15-AS1 SNORD12C SNRPA1 SNRPA1-DT SNX10-AS1 SNX2 SON SP7 SP8 SPCS3 SPG21 SPOP SPPL2A SRCAP SRRM2 SRRM2-AS1 SSBP1 ST6GAL2 STARD5 STAT5A STAT6 STPG2 STX3 STX5 STX5-DT SUCLG1 SUZ12P1 SZRD1 TBC1D8B TBK1 TBRG4 TFPT THAP11 THOC1 THOC1-DT THUMPD1 THUMPD3-AS1 TIMM22 TM2D3 TMBIM4 TMC3-AS1 TMEM182 TMEM230 TMEM248 TMEM70 TMEM87A TNPO3 TOLLIP TP53BP1 TPI1P2 TPR TRA2A TRIP4 TRMO TRMT11 TRUB2 TSEN54 TSGA10 TSPAN5 TSPAN5-DT TTC30A TTC32 TTC32-DT TUBD1 TUT1 TXNDC17 TXNRD1 TYK2 U2AF2 UBB UBE2I UBN2 UCHL5 UMAD1 UQCRC2 UROS USP30 USP37 USP48 USPL1 VARS2 VEZT VMAC VPS13B VPS13B-DT VPS33A VPS41 VPS52 VTI1A WARS2 WARS2-AS1 WDPCP WDR6 WDR77 WDR93 WEE2-AS1 WNK1 WTAP XRCC5 YAF2 YARS2 YEATS4 ZBED5 ZBED5-AS1 ZBTB40 ZCWPW1 ZDHHC5 ZDHHC6 ZFAS1 ZNF24 ZNF335 ZNF436 ZNF436-AS1 ZNF444 ZNF557 ZNF561 ZNF561-AS1 ZNF614 ZNF687 ZNF770 ZNF786 ZNFX1 ZSCAN29 ZWILCH RLF_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RLF_TARGET_GENES ABHD13 ACP2 ADA ADAP2 ADAT2 AGK AGK-DT AHDC1 ANAPC5 ANO8 AP3S2 ARHGAP1 ARHGEF7 ARID1A ATG4B ATXN1-AS1 ATXN7L3-AS1 BMS1P4 BMS1P4-AGAP5 BORCS8 BORCS8-MEF2B BRF2 C10orf88 C12orf76 C1orf159 CAMSAP1 CCAR2 CCDC144BP CCDC6 CCDC97 CCNC CD274 CDK11B CDK13 CDK13-DT CELSR2 CHKA CHKA-DT CLK1 CMPK2 COMMD2 CPEB2 CPEB2-DT CSNK1D CTNNB1 CUL4A CWC27 CYREN DCP1A DDX11L10 DDX51 DDX55 DENND4C DESI2 DNAJB11 DOCK7 DOCK7-DT DRG2 DSTYK DUS1L DYRK1A ECPAS EFCAB7 EGLN1P1 EIF3F EIF4E2 ENSG00000226355 ENSG00000230615 ENSG00000232995 ETS2-AS1 EXOSC3 FAM13A FAM234B FBXW8 FCHO1 FOXL1 FRA10AC1 GALNS GARS1 GARS1-DT GATA6-AS1 GFM2 GFOD1 GGH GLCCI1 GLI1 GLUD1P3 GMFB GOLGA3 GPBP1 GSTCD GTF2E2 GTF2IP12 GTF3C5 GTPBP3 H3P47 HDAC8 HEBP2 HIPK3 HIRA HYCC2 IGHMBP2 IKZF3 IL1R1 IMPA2 INCA1 INTS12 INTS5 IPO4 ISY1 ISY1-RAB43 ITGB3BP IZUMO4 JMJD4 JPX KAT2B KBTBD4 KCTD10 KIF16B KIF1C KIF2A KLHDC1 LIG4 LILRB3 LINC01409 LINC01547 LINC01748 LINC02202 LINC02798 LMTK2 LRP6 LUZP1 MAIP1 MARCKSL1P2 MBOAT2 MBTPS2 MEGF9 METTL15 METTL9 MFAP3L MIDN MINPP1 MIR193B MITD1 MKRN3 MOB3A MPLKIP MPPE1 MRPL13 MRPL21 MRPL3 MRPL30 MRPL39 MRPL40 MRPL44 MRPL45P2 MRPL48 MRPL58 MRPS31 MRPS5 MRTFA MTBP MTERF4 MTMR9 MYC MYH10 NDE1 NDUFAF1 NDUFB3 NDUFS3 NDUFS7 NEMP2 NEMP2-DT NFATC3 NFATC4 NFIX NKAPD1 NMUR1 NOC4L NR1H3 NR3C1 NSA2 NSL1 NSMAF NUDT6 NUF2 OSBPL6 OTUD3 PALM3 PCID2 PCLAF PDE4C PDLIM1 PDZD8 PEX13 PEX3 PFKM PIGZ PIH1D2 PIK3AP1 PIK3CA PIK3CA-DT PLCD3 POC1B POC1B-GALNT4 PPARGC1B PPEF1 PPP1CC PPP3CC PSMA1 PSMD14 PSMD14-DT PSMF1 PSMG3 PSMG3-AS1 PSTK PTP4A3 PUS10 RANBP9 RASA1 RBBP5 RBM28 RCL1 RESF1 REV3L REXO4 RFXANK RGS5 RMND5B RNA5SP324 RNF213 RNU7-27P RNVU1-15 RPL23AP53 RPS7 RSAD2 RUNX1T1 SAMD1 SCAND2P SELENOH SEMA4B SENP1 SEPTIN7P14 SF3A3 SGPP1 SGSM1 SH3KBP1 SLC12A2 SLC12A2-DT SLC29A3 SLC30A1 SLC35D1 SLC37A3 SLC39A3 SLC4A1AP SLC8B1 SLX9 SMG1P3 SMG7 SMG7-AS1 SNAP47 SNRPB SPATA5 SREK1IP1 SRP54 SRP54-AS1 ST8SIA6 STEAP1 STIM2 STIM2-AS1 STX16 STX16-NPEPL1 STX18 STX18-AS1 SUCLG2 SUCLG2-DT SUGCT SUPT7L SYDE2 SZRD1 TACO1 TATDN3 TBC1D19 TBC1D5 TEFM TESC TESC-AS1 TFAP4 TGFB2 TGFB2-AS1 THUMPD2 TIGD1 TIMM29 TJP3 TLE3 TLNRD1 TMEM222 TMEM41A TMEM50B TMEM65 TNPO3 TOR1AIP1 TP53BP2 TP53RK-DT TPI1P2 TRAF3IP2-AS1 TRIP10 TRIP4 TTC26 TUBGCP3 TUT1 TVP23B TWSG1-DT TYW5 UBE2O UBE3B UBTF UNC119 USP30 USP46 USP46-DT VAT1 VILL VPS13B VPS13B-DT VPS37D VPS51 VPS9D1 VTI1A WDR36 WDR37 WDR83 WDR83OS WSCD2 YIPF2 ZBTB34 ZBTB45 ZDHHC6 ZFP69 ZMPSTE24 ZMPSTE24-DT ZNF248 ZNF276 ZNF391 ZNF408 ZNF561 ZNF561-AS1 ZNF580 ZNF581 ZNF596 ZNF638 ZNF687 ZNF792 ZSCAN2-AS1 RORA_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RORA_TARGET_GENES AAR2 ADAP2 ADPRHL1 AHCYL1 AHR AHSA1 ALDH18A1 ALG10 ALG3 ANKS4B ARHGAP1 ATF7 ATF7-NPFF ATF7IP ATP5PF ATP6V1G2 ATP6V1G2-DDX39B ATXN2 BANF1 BIRC2 BMS1 BRF2 C12orf76 C2CD2L CALM2 CASC2 CCDC97 CCNA2 CDC123 CDK12 CENPP CFL1P1 CHASERR CLRN3 COPS4 COX16 CSDE1 CSTF2T CSTPP1 CUL4A DCP1A DHRS7B DMAP1 DNAJC2 DPAGT1 DSG1-AS1 ECE2 EIF1AD EIF3F EIF5B ELP3 ENPP3 ENSG00000232995 EPM2AIP1 EPS8 ERCC1 FAM228B FANCM FEM1B FKBP3 GABPA GANC GAS5 GEMIN2 GFM2 GIN1 GNPDA2 GOLGA3 GPAT4-AS1 GPBP1L1 GSTA9P GSTCD GTF3C3 GTPBP3 H2BC13 H2BC9 H3C7 H4C16 HDAC8 HEMK1 HIGD2A HMGN2 HSD17B2 HSPA9 HYCC2 IFTAP INO80B INO80B-WBP1 INTS12 INTS5 IPO4 IQCH ISY1 ISY1-RAB43 ITSN2 KCTD10 KIAA0586 KIF22 LIMA1 LINC-PINT LINC02453 LSM5 LURAP1L-AS1 MAN2C1 MARCOL MAT2B MCAT MCEE MED23 METTL15 METTL16 MIR1245A MIR17HG MITD1 MLH1 MLLT3 MNAT1 MPHOSPH10 MPLKIP MRPL1 MRPL13 MRPL30 MRPL48 MRPS31P4 MRPS31P5 MTBP MTMR4 MTOR NDUFAF1 NDUFB3 NDUFC2 NDUFC2-KCTD14 NFKBIL1 NGRN NKAP NKAPD1 NLN NME1 NME1-NME2 NOL8 NOP16 NOSIP NR1H2 NSA2 NSL1 NUBPL NUDCD3 NUDT5 NUF2 NUP107 NUP107-DT NUP153 NXT2 PCID2 PCLAF PCM1 PDCD4-AS1 PEMT PFKM PHF14 PIH1D2 PIWIL2 PLEKHM3 PNISR POMP PPIP5K2 PRRG2 PSMC2 PSME2P3 PTPRO RAB18 RBM27 RBM28 RGS5 RN7SL382P RNF145 RNU11 RNU7-27P RPL27 RPS18 RPS7 RRM1 RTTN RUVBL1 SBDSP1 SEC31A SENP1 SF3B6 SLC1A3 SLC27A5 SLC39A3 SLC4A1AP SMG7 SMG7-AS1 SMG8 SMIM20 SNORD65 SNRNP27 SNX13 SRSF7 SSPN STX18 STX18-AS1 SUGCT SUPT7L TACO1 TAF1D TARS2 TATDN3 TBC1D19 TEFM THADA TIMM29 TIMM9 TMEM101 TMEM128 TMEM222 TMEM230 TMEM30A TMEM69 TMEM87A TMIGD1 TNPO3 TOR1AIP1 TPI1P2 TRIP4 TTC23 TTC26 TUBA1B-AS1 TUT1 TXN2 TXNDC9 UBE3B UFC1 UMPS UQCC1 UQCC6 USP30 USP54 UTP3 VIPAS39 VPS25 VPS51 VPS52 VTI1A WDR24 WDR83 WDR83OS YIPF2 YJU2 ZC3HC1 ZDHHC6 ZFAND6 ZMYND12 ZNF165 ZNF205 ZNF213-AS1 ZNF408 ZNF490 ZNF561 ZNF561-AS1 ZNF580 ZNF581 ZNF791 ZSCAN26 RPA1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RPA1_TARGET_GENES AARSD1 ABR AFAP1 AGBL5 AGBL5-AS1 B4GAT1 BRF2 CASP9 CSNK1G3 DNAJC16 EEF1A1 ENSG00000230021 GRN GTPBP1 HSPA6 HTR5A ITGA3 KPNA7 LIMD1-AS1 LINC00431 LINC01513 LRP3 MCRIP2 METTL26 MIR7-3 MIR7-3HG MT-CYB MT-ND1 MT-ND3 MT-ND4 MT-ND4L MT-ND6 MT-RNR1 MT-RNR2 MT-TA MT-TC MT-TD MT-TE MT-TF MT-TL1 MT-TN MT-TP MT-TR MT-TT MT-TV MT-TY MTCO3P12 MTND5P11 NCOA7 NOSIP P2RX6 PDCD6 PDCD6-DT POLR3E PPP6R3 PRRG2 RNVU1-15 RPA1 RSU1 SACM1L SCRT1 SEZ6 SF1 SF1-DT SLC11A2 SNAP25-AS1 TGFB1 TIMM29 TMEM102 TMEM91 TOMM40 VTRNA1-1 VTRNA1-2 VTRNA1-3 WDR1 YIPF2 YJU2B ZNF574 ZNF580 ZNF581 RPA2_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RPA2_TARGET_GENES DDX11L17 DDX11L5 ENSG00000230021 LINC02684 MTCO3P12 MTCYBP18 MTND6P4 TIMM44 RUVBL1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RUVBL1_TARGET_GENES AAR2 ACYP2 ALG11 ALOXE3 ANG ANKRD17 ANKRD17-DT ARHGAP1 ARHGDIA ARL6IP1 ATF2 ATP5MC2 ATP7B B4GAT1 B4GAT1-DT BANF1 BCAR3 BCLAF1 BICRAL C11orf54 C17orf75 C1orf174 C2orf42 CCDC47 CCNG2 CENPK CEP95 CFAP418 CHD2 DDX42 DDX5 DMAC2 DPP9 EEF1A1 EEF1AKMT3 EIF1AD EIF4G2 EMG1 ENPP3 ENSG00000246308 ENSG00000268858 EPCAM-DT FBXO31 FMC1 FMC1-LUC7L2 FN1-DT FTSJ3 GPT2 GSTA4 H2AC6 H2BC4 H4C8 HACD2 HCG14 HJV HNRNPC HSP90AB1 HSPA6 ILF2 IMPDH2 IPO4 ITFG2 ITFG2-AS1 KRBOX5 LDLR LIMD1-AS1 LINC01004 LINC01623 LINC01719 LINC01962 LINC02136 LRP3 LTA4H MAP1LC3B MED23 METTL1 MIR3193 MIR933 MITD1 MKKS MMADHC MRPL30 MYLK-AS1 MYNN MZT2B NACA NCOA7 NDUFS7 NKAPD1 PBLD PCBP1-AS1 PCLAF PEX1 PFKM PHB2 PIH1D2 PLXDC1 POLG POLG-DT POLR2A POLR3E PPEF1 PPP2R3C PPP6R3 PPWD1 PRDX1 PRKRA PRMT5 PRMT5-DT PRORP PSMC5 PUM1 RAB11A RABGGTB RBM48 RCC1 RN7SK RNASE11 RNASE4 RNU1-1 RNU11 RNU5A-1 RNU5B-1 RNVU1-6 RPL11 RPL18 RPL24 RPL26 RPL41 RPL7L1 RPRD1B RPS12 RPS14 SACM1L SDCBP2-AS1 SEC23B SENP1 SERBP1 SHF SLX4IP SMPD4 SNHG3 SNHG8 SNORA24 SNORD12B SNORD45C SNRPB SNRPG SPATA2 SPHK2 SRCAP SRGAP3 SRSF3 TAF1D TANK TANK-AS1 TBCC TET2 THAP2 THUMPD3 TIA1 TMEM18 TMEM242 TMEM242-DT TPD52L2 TRIM7-AS2 TRIP4 TTI1 UBAC2 UBAC2-AS1 UFC1 USP1 VTRNA1-1 VTRNA1-2 VTRNA1-3 ZBTB4 ZFC3H1 ZKSCAN2 ZNF207 ZNF408 ZNF653 ZNF839 ZNFX1 RUVBL2_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RUVBL2_TARGET_GENES AGBL5 AGBL5-AS1 ARHGDIA CALM2 CCDC97 CHMP6 COX20 CPPED1 DGKQ DHRS2 DPY19L4 ENPP3 GEMIN7 H2BC5 IDUA ILF2 IPO4 KCTD5 KMT5B MARK4 MAZ MCRIP2 MED23 METTL26 MLEC MRPS31P5 MZT2A NOP58 NUDCD3 PCBP1 PCBP1-AS1 PRRC2A RALY SMPD4BP SNAI1 TMX4 TMX4-AS1 TRIM47 ZNF839 RYBP_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RYBP_TARGET_GENES AACS AAGAB AAR2 AASDH AATBC ABCF1 ABCG4 ABHD15 ABTB3 ACAD11 ACADL ACBD6 ACD ACE2 ACHE ACOT7 ACP2 ACSF2 ACTN1 ACTR1A ACTR6 ADAM19 ADAMTS7P4 ADAMTS8 ADAMTS9 ADAP2 ADAT2 ADCK5 ADCY7 ADCY8 ADCYAP1 ADD2 ADGRF2 ADK ADORA1 ADRB1 ADSL ADSS2 AEBP2 AFF1 AFF3 AGAP2 AGBL5 AGBL5-AS1 AHSA2P AIDA AJUBA AJUBA-DT AK5 AKAP7 AKAP9 ALDH1A2 ALDH1A2-AS1 ALDH1L1 ALDH3A2 ALG10 ALG10B ALKBH2 ALKBH3 ALOXE3 AMER1 AMIGO2 AMN1 ANG ANK3 ANK3-DT ANKRD13B ANKRD13C ANKRD19P ANKRD27 ANKRD34A ANKRD34B ANKRD40 ANTXR1 ANXA6 AOPEP AP1S1 AP1S3 AP3M2 AP3S1 APBA1 APBA2 APC2 APLP1 APOO APP APTX ARF1 ARFGEF3 ARHGAP1 ARHGAP22 ARHGAP4 ARL15 ARMC3 ARMC8 ARMCX6 ARPC4 ARPC4-TTLL3 ARRDC4 ARVCF ASAH2B ASCC1 ASIC2 ASPHD2 ATAD1 ATE1OSP ATF7IP ATG12 ATG4B ATOH8 ATP1B1 ATP2A1-AS1 ATP4A ATP5PF ATP8B2 ATPSCKMT ATRAID AURKAIP1 AXIN2 B3GALT6 B3GNT7 B4GAT1 B4GAT1-DT B9D1 BANF1 BASP1 BATF3 BAZ1A-AS1 BCAR3 BCL11A BCL11B BCL2 BCL2L11 BCL7C BCYRN1 BDNF BEGAIN BHLHE22-AS1 BHLHE40 BHLHE40-AS1 BHLHE41 BLOC1S1 BMI1 BMP4 BMPR1A BMS1 BNC2 BNIP1 BOLA1 BPHL BRCA1 BRCA2 BRF2 BRI3BP BROX BRPF1 BRWD1 BRWD1-AS2 BTG2 BTG2-DT BTK C10orf88 C14orf132 C15orf40 C17orf75 C20orf96 C2CD5 C2orf42 C2orf73 C2orf76 C3orf38 C5orf34 C5orf47 C8orf58 C9 CABIN1 CACNB3 CACNG4 CALB1 CALCB CALCOCO1 CALM2 CALM3 CALY CAMK1D CAMK2D CAMK2N1 CAMKK1 CAND2 CAP1 CAPN12 CAPNS1 CAPS2 CASC15 CASKIN2 CBR1 CBR3-AS1 CBX4 CBX5 CC2D2B CCDC102B CCDC107 CCDC117 CCDC122 CCDC124 CCDC177 CCDC18 CCDC3 CCDC59 CCDC77 CCDC97 CCKBR CCN1 CCNB3 CCND2 CCND2-AS1 CCND3 CCNI CCT4 CCT5 CCT6B CCT8 CD24 CD99L2 CDC42BPA CDC42EP4 CDC42SE1 CDC7 CDHR1 CDIP1 CDK14 CDK18 CDK5R1 CDK5RAP3 CDKL3 CDKN2D CELF4 CELF6 CENPP CENPS CENPS-CORT CENPU CEP170 CEP43 CEP95 CERT1 CFAP418 CFAP46 CFL1P1 CFLAR CGGBP1 CH25H CHAC1 CHAT CHCHD2P6 CHD1 CHD2 CHEK2 CHFR CHPT1 CHRNA3 CHRNB4 CHST11 CHUK-DT CIDEA CIRBP CISD1 CISTR CITED1 CITED2 CKB CKLF CKLF-CMTM1 CLDN23 CLPB CLUAP1 CLVS2 CNIH3 CNIH3-AS2 CNKSR2 CNOT6L CNPY4 CNTNAP2 CNTRL COG2 COL15A1 COL19A1 COL24A1 COL4A5 COL4A6 COL9A2 COMMD1 COMMD2 COPS2 COPS7B COQ3 COQ6 COQ8B CORO6 CORO7 COSMOC COX16 COX8A CPNE5 CRABP2 CRADD CREB3 CREBL2 CRHR1 CRIP2 CRLF1 CRYBG2 CSF1 CSMD2 CT75 CTDSP2 CTPS2 CTSC CTTNBP2 CTXND1 CWC27 CXCL12 CXCR4 CXXC5 CYB561D2 CYB5D2 CYB5R4 CYP1A1 CYP26A1 CYP26B1 CYP27B1 CYP2R1 CYP51A1 CYP51A1-AS1 CYREN CZIB CZIB-DT DAB2 DACH2 DAP DAPK1 DAXX DBI DCAF1 DCAF11 DCAF8 DCDC2 DCLRE1A DCLRE1C DCP1A DCP2 DCTPP1 DDN DDX17 DDX18 DDX39B DDX39B-AS1 DDX3P2 DDX47 DDX5 DEPDC1B DERL2 DGAT2 DGAT2-DT DGCR8 DGUOK-AS1 DHDDS DHPS DHRSX DHX33 DHX33-DT DHX40 DIP2A DIP2C DIPK2B DIRAS1 DKFZP434A062 DLL1 DLL4 DLX2 DLX2-DT DMAP1 DMRTA2 DNAAF11 DNAJB2 DNAJB9 DNAJC11 DNAJC2 DNAJC22 DNAJC6 DNAJC9-AS1 DNER DNM1P35 DNM3 DNMT3B DOC2A DOCK10 DOCK9 DOCK9-DT DOLK DOP1B DPF1 DPF3 DPH3 DPP9 DRG2 DSC2 DSTYK DTL DUSP14 DUSP26 DUSP6 DUSP9 DYSF E2F2 EBLN3P ECEL1 ECHDC2 ECI2-DT EDIL3 EDIL3-DT EDNRB EDRF1 EDRF1-DT EEF1B2 EEFSEC EFCAB7 EFEMP1 EFNA2 EGFR EGLN2 EGLN3 EGR3 EHBP1L1 EIF1AD EIF3A EIF3F EIF5A2 ELANE ELAVL2 ELMOD1 ELMOD3 ELOVL1 ELP2 EMB EMC3 EMC3-AS1 EMC4 EMX2 EMX2OS ENAH ENKUR ENO2 ENPP3 ENSG00000176984 ENSG00000223969 ENSG00000232995 ENSG00000233332 ENSG00000235143 ENSG00000247131 ENSG00000247416 ENSG00000253295 ENSG00000255647 ENSG00000274015 ENSG00000283183 ENTPD1-AS1 ENTPD2 ENY2 EOLA1 EOLA1-DT EOMES EP300 EP300-AS1 EP400P1 EPB41L4B EPC1-AS2 EPHA2 EPHB1 EPHX1 EPIST ERBB3 ERCC6 ERCC6L2 ERCC6L2-AS1 ERG ERMP1 ERO1B ESAM ESPN ETNK2 ETV4 ETV6 EXD2 EXO1 EXOC3L4 EXOC8 EXOSC2 EXOSC3 EZH1 F3 FAAP20 FAM120B FAM131B FAM131C FAM133B FAM161A FAM185A FAM20B FAM228B FAM242C FAM32A FAM53C FAM98B FAM98C FBLL1 FBN2 FBXL15 FBXL19 FBXL7 FBXO17 FBXO31 FBXO38 FBXO38-DT FER1L4 FEV FEZF2 FGD3 FGF12-AS2 FGF13 FGF13-AS1 FGF9 FGFR1OP2 FGFR4 FHL1 FIBCD1 FIBP FIGNL2-DT FKBP10 FKBPL FLT4 FLVCR2 FMC1 FMC1-LUC7L2 FOS FOSL2 FOXA2 FOXC1 FOXJ1 FOXK2 FOXL1 FOXO4 FOXP4 FOXP4-AS1 FRA10AC1 FRMD5 FRMPD4 FSCN1 FSD1L FSTL3 FTCD FUZ FXYD7 GABARAP GABBR2 GABPA GABPB2 GABRA6 GABRB2 GAD1 GALK2 GALNT14 GALNT16-AS1 GALNTL6 GAPDHP71 GARS1 GARS1-DT GAS2L1 GAS6-DT GATA3 GATA3-AS1 GATA6 GATA6-AS1 GATAD1 GBAP1 GBF1 GCC1 GCGR GDF7 GFI1 GFI1B GFM2 GFRA2 GFY GHET1 GINS3 GJB1 GLI1 GLI3 GLIPR1L2 GLRA1 GMDS GNA13 GNB2 GOSR2 GOSR2-DT GPATCH8 GPBP1L1 GPM6B GPR161 GPR39 GPRASP3 GPRC5C GPS1 GRAMD1A GRAMD1A-AS1 GRIA4 GRIK3 GRIN1 GRIN2A GRM8 GSDMA GSDME GSN GSR GSTA4 GTF2A1 GTF2A1-AS1 GTF2IP13 GTF3C3 GTPBP3 GUCD1 GUCY1B1 H2AC25 H2BC26 H2BC27P H3C9P H4C4 H4C8 HAR1A HAR1B HAUS5 HAUS5-DT HAUS7 HCG14 HCN4 HDAC1 HDAC8 HEBP2 HECW1 HELLS HELT HEMK1 HES1 HES2 HHLA3 HIF1AN HJV HLA-F HMCN2 HMGA2 HMGB1 HMGN4 HMGN5 HMGXB4 HMX2 HNRNPA1 HNRNPU HNRNPUL1 HOMER2 HOOK2 HOXA-AS3 HOXA10 HOXA5 HOXA7 HOXB-AS1 HOXB2 HOXB3 HOXC-AS1 HOXC4 HOXC9 HOXD11 HOXD8 HROB HS3ST2 HS3ST6 HS6ST2 HSCB HSD11B2 HSP90AB1 HSPA12A HSPA6 HSPD1 HSPE1 HSPE1-MOB4 HTR5A HTRA1 HUS1 HYCC2 IARS1 ICAM4-AS1 ICAM5 ID3 ID4 IDH1 IER5L-AS1 IFFO2 IFNLR1 IGBP1 IGDCC3 IGDCC4 IGF2 IGF2-AS IGF2BP1 IGF2BP3 IGFBP2 IGFBP3 IKZF2 IKZF5 IL23A ILF2 ILK INHBB INPP4B INPPL1 INSIG2 INSRR INTS10 INTS11 INTS13 INTS14 INTS6L IPMK IQCH IQGAP2 IRAK1 IREB2 IRF4 IRGQ IRS1 IRS4-AS1 ISL1 ISLR2 ISY1 ISY1-RAB43 ITGA3 ITGA7 ITGA8 ITGB3BP JARID2 JARID2-DT JKAMP JMJD1C JMJD6 JOSD1 JPX JUN KANSL3 KAT5 KAZN KCNF1 KCNH3 KCNJ2 KCNJ5 KCNK10 KCNQ4 KCTD10 KCTD16 KCTD8 KDM3A KDM5A KDM5C KDSR KHSRP KIAA0586 KIAA0930 KIAA1191 KIF20B KIF26A KIF26A-DT KIF4A KIF7 KIFC3 KISS1R KIT KLC4 KLF2 KLF2-DT KLHL13 KLHL20 KLHL21 KLHL22 KLHL28 KLRG2 KMT2A KMT2D KMT2E-AS1 KMT5B KNL1 KRT13 KRT8 KRTDAP KY L1CAM L3HYPDH L3MBTL3 LAMA1 LAMB2 LARP4 LASP1 LBX1-AS1 LCN8 LEMD1 LGI4 LHFPL3 LHFPL4 LIMCH1 LIMD1-AS1 LINC00240 LINC00265 LINC00471 LINC00475 LINC00620 LINC00663 LINC00923 LINC00941 LINC00963 LINC01023 LINC01116 LINC01117 LINC01135 LINC01149 LINC01210 LINC01415 LINC01475 LINC01547 LINC01556 LINC01586 LINC01623 LINC01686 LINC01770 LINC01775 LINC01780 LINC01918 LINC02136 LINC02361 LINC02453 LINC02698 LINC02739 LINC02913 LINC02960 LINC03086 LINGO1 LIPA LLGL2 LMX1B LMX1B-DT LNC-LBCS LOC105376805 LOC112267871 LONRF3 LPAR1 LRFN2 LRMDA LRP10 LRP2 LRP3 LRP6 LRPPRC LRRC1 LRRC20 LRRC23 LRRC49 LRRFIP1 LSM5 LSR LTA4H LTBP3 LTBP4 LTC4S LTN1 LYPD5 LZIC MAD1L1 MAGEC1 MAGEC2 MAGEE2 MAGEH1 MAN2C1 MAOA MAP1LC3B MAP6 MAPK11 MAPT MARCHF3 MARCKSL1 MARVELD1 MAST1 MASTL MATK MAX MBD6 MBLAC2 MBNL3 MBP MCEE MCIDAS MCM10 MCRIP2 MCUB MDH1 MDH2 MDM2 MED12 MED16 MED23 MED26 MED30 MEF2C MEF2C-AS2 MEGF8 MEPCE METTL15 METTL25 METTL26 METTL4 MFAP2 MFSD4A MGA MGST3 MICB MIDN MIF4GD MIF4GD-DT MIR124-3 MIR200CHG MIR3202-1 MIR378A MIR3939 MIR4497 MIR4500HG MIR4512 MIR4521 MIR4536-1 MIR4734 MIR5188 MIR548AW MIR616 MIR6821 MIR6853 MIRLET7BHG MIS12 MITD1 MKRN5P MKX MLEC MLF2 MLLT6 MNAT1 MNT MOAP1 MOCOS MORC2 MPHOSPH10 MPP1 MPP2 MRGBP MRO MROH1 MRPL16 MRPL18 MRPL2 MRPL3 MRPL30 MRPL39 MRPL46 MRPS11 MRPS16 MRPS31 MRPS31P5 MSC MSC-AS1 MSL2 MSX2 MTARC1 MTCL1 MTERF3 MTF2 MTIF2 MTMR4 MTPN MTR MTSS1 MXRA7 MYL6 MYNN MYO3A MYOM2 MZT2A NAB2 NABP1 NANOS3 NAPG NAV1 NBAS NBL1 NBR1 NCAM1 NCAPD3 NCOA4 NCOA7 NCOR2 NDC80 NDRG1 NDRG2 NDRG4 NDUFA4 NDUFA4L2 NDUFAF1 NDUFAF4P1 NDUFB3 NDUFS1 NDUFS7 NEBL-AS1 NEFL NEIL1 NEMF NEMP1 NEURL1B NEUROG2-AS1 NFASC NFIA NFIC NFKB2 NFKBID NGFR NHEJ1 NHLRC2 NHSL2 NIM1K NINJ1 NISCH NKAIN1 NKAPP1 NKD2 NKX2-1 NKX2-3 NKX6-1 NKX6-2 NLRP1 NMB NME1 NME1-NME2 NMI NMNAT1 NOC3L NOG NOL8 NOLC1 NOP16 NOX5 NPAS1 NPC1 NPDC1 NPHS1 NPNT NPR1 NPR3 NPRL2 NPTX1 NPY NQO2 NQO2-AS1 NR1H3 NR2E1 NR2F1-AS1 NR2F2 NR2F2-AS1 NR3C1 NR4A1 NR4A2 NRAS NRG4 NRL NRP1 NRP2 NSA2 NSL1 NT5C1A NTNG1 NTRK3 NUF2 NUMBL NUP133 NUP133-DT NUP153 NUP188 NUP50 NUP50-DT NUP54 NUP85 NUP88 NVL NXPH3 NXT2 OAS3 OBI1-AS1 ODR4 OFD1 OLFM1 OLFM2 OLIG2 OPTN OSBPL1A OSCP1 OTUD6B OTUD6B-AS1 OTULINL OXNAD1 P2RX1 P2RX6 P3H4 P4HB PADI1 PAK3 PALS1 PAMR1 PAN2 PANTR1 PARD3B PARD6A PARP2 PBX3 PBX3-DT PCBP1 PCBP1-AS1 PCDH7 PCED1B PCGF1 PCLAF PCNT PCSK1 PCYT1A PDCD6 PDE11A PDE4A PDE4D PDE6D PDLIM7 PDXK PDZD11 PDZD7 PECR PER1 PERM1 PEX3 PFKM PFKP PGD PGM5P2 PHACTR1 PHACTR2 PHB1 PHF6 PHIP PHKA1 PHLDA1-AS1 PHLDB3 PHYHIPL PI4KA PIANP PICART1 PIGL PIGM PIKFYVE PIM1 PIP4K2A PITPNM1 PITPNM3 PKN2 PKNOX1 PLAUR PLCD3 PLEC PLEKHD1 PLEKHF1 PLEKHG2 PLEKHO1 PLK2 PLK3 PLP1 PLXDC1 PLXNA2 PLXNB3 PLXNC1 PMEPA1 PNPLA6 PNPO POLG POLG-DT POLK POLR1C POLR1G POLR2A POLR2H POLR2I POLR3B POLR3E POLR3G POM121L2 POU2F2 POU3F2 POU4F2 PPARG PPEF1 PPFIA4 PPID PPM1F-AS1 PPM1H PPM1J-DT PPP1R12A PPP1R13L PPP1R14C PPP1R18 PPP1R3B PPP2R2C PPP2R3C PPP4R3B PPP4R3B-DT PPP5D1P PPP6R1 PPP6R3 PRAF2 PRDM16-DT PRDM2 PRDM8 PRKAG2-AS1 PRKAR1A PRKCE PRKCG PRKCZ PRKCZ-DT PRKG1 PRMT5 PRNT PRORP PROX1 PROX1-AS1 PRPH PRR34-AS1 PRR35 PRR3P1 PRR5 PRRC2C PRSS16 PSD PSENEN PSMB10 PSMB3 PSMC2 PSMD3 PSME1 PSMF1 PTCHD1 PTDSS1 PTEN PTGES PTH2 PTMA PTOV1 PTPN12 PTPN21 PTPRB PTPRG PTPRS PURA PVALB PVALEF PXDN PXN PXN-AS1 QARS1 QKI RAB11A RAB18 RAB27B RAB29 RAB2B RAB3IL1 RAB3IP RAB8B RABL6 RACK1 RAD9B RANBP17 RANGRF RAP1GAP2 RAPGEF1 RARG RASAL2 RASAL2-AS1 RASGRF2-AS1 RASGRP4 RASSF10-DT RASSF8-AS1 RBBP7 RBL1 RBM15 RBM45 RBM4B RBSN RCC2 RCOR1 RCOR3 REL REL-DT RERG RET RETSAT REXO4 RFC1 RFX4 RGL1 RGMA RGMB RGMB-AS1 RGS5 RGS6 RGS9BP RHBDD2 RHBDF1 RHEB RIMKLB RIPOR1 RIPOR2 RIPPLY2 RN7SK RN7SKP114 RN7SL1 RN7SL688P RNA5SP89 RNASE11 RNASE4 RNF138 RNF157-AS1 RNF187 RNF207 RNF220 RNF25 RNFT2 RNU6-1 RNU6-8 RNU6-9 RNU6ATAC RNVU1-1 RNY1 RNY3 RNY4 RPAIN RPL10 RPL12P14 RPL27 RPL30P11 RPL32 RPL36 RPL36A RPL36A-HNRNPH2 RPL37A RPL4 RPL5 RPLP0 RPP38 RPP38-DT RPPH1 RPS13 RPS14 RPS15 RPS18 RPS26 RPS26P11 RPS29 RPS4X RPS7 RPTOR RPUSD3 RRM2 RRP8 RRS1 RRS1-DT RTBDN RTEL1 RTEL1-TNFRSF6B RTKN RTL9 RTTN RUBCNL RUNDC3A RUSC1 S100A10 S100A2 S1PR5 SACM1L SAMD4B SAR1B SASH1 SATB2-AS1 SBDS SBDSP1 SCAND2P SCAPER SCD SCN4B SCNN1A SCRN2 SCYL3 SDC3 SDCCAG8 SDE2 SDHAF3 SEC13 SEC16B SEC22B SEC31A SECTM1 SEMA3B SEMA3G SENP1 SEPTIN4 SEPTIN5 SEPTIN7P2 SERINC2 SERTAD3 SERTAD3-AS1 SETD1A SETD7 SETMAR SEZ6L SF3A3 SF3B6 SFMBT2 SFR1 SFSWAP SFTA3 SGMS1 SGSM2 SH2D5 SH3BGRL SH3GL2 SH3RF2 SH3RF3 SHF SHH SHISA5 SHTN1 SINHCAF SIX1 SKIDA1 SKOR1 SKOR2 SLBP SLC12A9 SLC13A4 SLC16A2 SLC24A1 SLC25A39 SLC25A53 SLC26A2 SLC27A4 SLC27A6 SLC29A1 SLC29A3 SLC30A3 SLC34A2 SLC35B1 SLC35E4 SLC35F2 SLC35G1 SLC35G2 SLC37A1 SLC38A1 SLC39A3 SLC39A6 SLC43A1 SLC4A11 SLC4A1AP SLC4A8 SLC6A1 SLC6A14 SLC8A3 SLCO4A1 SLX9 SMAD7 SMARCAL1 SMARCAL1-AS1 SMARCC2 SMARCD2 SMARCD3 SMC5 SMCR8 SMG5 SMG7 SMG7-AS1 SMG8 SMIM10 SMOC1 SMPD4BP SNAP29 SNAPC5 SNHG15 SNHG17 SNHG18 SNHG32 SNHG5 SNHG7 SNORA14B SNORA17A SNORA17B SNORA73A SNORA9 SNORD48 SNORD84 SNORD95 SNRNP35 SNRPB SNRPB2 SNRPD3 SNTG2 SNTG2-AS1 SNX12 SNX2 SNX33 SOCS2 SOCS2-AS1 SORBS1 SORCS3 SOX14 SOX3 SOX6 SP2-AS1 SP6 SP7 SPA17P1 SPAG16 SPAG16-DT SPAG6 SPAG7 SPAG8 SPATA2L SPATA41 SPIN1 SPOP SPRING1 SPRTN SPRY4 SPRY4-AS1 SPTBN4 SPX SREBF1 SREK1IP1 SS18 SSBL4P SSBP1 SSBP4 SSTR2 ST3GAL5 ST6GALNAC2P1 STAG2 STAT3 STC2 STING1 STK10 STK11 STK36 STMN3 STMND1 STOML2 STOX1 STRA6 STRIP2 STUM STX11 STX16 STX16-NPEPL1 STX18 STX18-AS1 STYXL1 SUB1 SUCO SUDS3 SUFU SUNO1 SUPT7L SUV39H2 SYN3 SYNGAP1 SYT6 SYT7 SYTL4 TADA3 TAF15 TAF6 TAF7 TAFA2 TAGLN2 TAP1 TAPBP TARDBP TARS3 TASOR2 TATDN3 TBC1D16 TBC1D19 TBCB TBL1X TBX1 TBX21 TBX6 TCF3 TCHP TCP1 TCTN3 TEDC1 TEFM TELO2 TENT5C TESK1 TET1 TEX45 TFAP2A TFAP2E TFR2 TGFB2 THAP10 THAP5 THAP9 THAP9-AS1 THBS3-AS1 TIA1 TICRR TIMM9 TIMP1 TIRAP-AS1 TK2 TLE2 TLE3 TLL2 TLN1 TLR5 TM6SF1 TM9SF5P TMCC2 TMCO1 TMED2 TMED3 TMED5 TMEM105 TMEM121 TMEM132A TMEM17 TMEM178B TMEM202-AS1 TMEM242 TMEM242-DT TMEM259 TMEM267 TMEM41A TMEM59L TMEM69 TMEM72-AS1 TMEM79 TMOD1 TMPRSS2 TMSB15B-AS1 TMUB1 TMX3 TNC TNFAIP3 TNFRSF14 TNK2 TNS3 TOB2P1 TOP3A TOP3B TOR1A TOR1AIP1 TOX4 TP53I13 TPR TPRG1L TPRN TRABD2A TRAPPC2 TRERF1 TRIB2 TRIM14 TRIM25 TRIM26 TRIM33 TRIM36 TRIM41 TRIM45 TRIM67 TRIM7-AS2 TRIM9 TRIP4 TRMT11 TRPC4 TRPC5 TRPC7 TRPV4 TSC1 TSEN54 TSPAN12 TSPAN31 TSPO TSR1 TSSK3 TTC13 TTC4 TTC5 TTC7A TTC9B TTL TTLL1 TTLL13 TTLL7 TUBA1C TUBGCP6 TXLNG TXNRD1 TYW1 U2AF1L4 U2SURP UAP1L1 UBA5 UBAP2 UBB UBC UBE2I UBE2L6 UBE2Q1 UBE3B UNC45A UNC79 UPF2 USP25 USP30 UTP11 VAMP7 VCPIP1 VDAC2 VEZF1 VGLL2 VIRMA VIRMA-DT VPS13B VPS13B-DT VPS25 VPS26C VPS29 VPS51 VPS52 VRK3 VSIG10 VSNL1 VSTM2A VSTM2B VSTM2B-DT VTI1A VTRNA1-1 VTRNA1-2 VTRNA1-3 VTRNA2-1 VWA1 VWA5B2 VWA7 WAC WAC-AS1 WAKMAR2 WASF4P WBP1 WBP4 WDPCP WDR11 WDR11-DT WDR31 WDR36 WDR62 WDR75 WDR83 WDR83OS WDR89 WDR91 WEE2-AS1 WLS WNK3 WNT10A WNT3A WNT5B WNT6 WRAP53 WTAP WWC2 WWOX XKR9 XPNPEP1 YIPF3 YME1L1 ZAR1L ZBTB16 ZBTB40 ZBTB45 ZBTB8OS ZC3H12A-DT ZCCHC7 ZDHHC6 ZEB2 ZEB2-AS1 ZFAND3 ZFAND3-DT ZFP36 ZHX2 ZNF131 ZNF165 ZNF207 ZNF221 ZNF227 ZNF234 ZNF24 ZNF248 ZNF268 ZNF283 ZNF295-AS1 ZNF30 ZNF30-AS1 ZNF337-AS1 ZNF35 ZNF382 ZNF383 ZNF408 ZNF436 ZNF461 ZNF473 ZNF503-AS1 ZNF516-AS1 ZNF536 ZNF540 ZNF561 ZNF561-AS1 ZNF568 ZNF56P ZNF576 ZNF581 ZNF585B ZNF592 ZNF593 ZNF607 ZNF609 ZNF629 ZNF711 ZNF76 ZNF793 ZNF793-AS1 ZNF8 ZNF8-DT ZNF8-ERVK3-1 ZNF829 ZNF839 ZNF846 ZNF862 ZNF879 ZNF92 ZNHIT3 ZNHIT6 ZSCAN12 ZSCAN20 ZWILCH ZZEF1 SAFB2_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SAFB2_TARGET_GENES AAGAB AAMP AATF ABCA7 ABCF1 ABHD11 ABL1 ACADS ACAP2 ACAT2 ACIN1 ACKR2 ACO1 ACOX3 ACTB ACTR2 ADAL ADPRS ADRM1 AGAP3 AHCTF1 AHCYL1 AIF1L ALAD ALG1 ALG12 ALG8 ALKBH4 ALKBH6 AMZ2 ANAPC16 ANK1 ANKFY1 ANKRD12 ANKRD23 ANKRD28 ANKRD39 AP4M1 APEX1 APMAP APOA1-AS APOL2 APRT ARF4P4 ARHGAP26 ARHGEF19 ARID2 ARMC10 ARPC1A ARVCF ASAH2B ASCC1 ASCC2 ASCC3 ASL ATAD1 ATF3 ATP11B ATP5IF1 ATR B3GNTL1 BCAT2 BICDL1 BMP2K BRD9 BTBD10 C11orf54 C11orf98 C17orf100 C17orf75 C1QTNF3 C21orf58 C22orf39 C6orf47 CACFD1 CACTIN CALU CASP2 CASQ2 CBFA2T2 CCDC106 CCDC137 CCDC138 CCDC47 CCDC88B CCNDBP1 CCNYL1 CCT6P1 CD55 CDC25C CDC37 CDC6 CDK5RAP1 CDK5RAP3 CDPF1 CEP250 CEP350 CERS5 CETN2 CFL1P1 CHCHD2 CHD8 CHD9 CHIC2 CHMP4B CHP1 CHPF CHROMR CIAO1 CIRBP CLASP1 CLASP1-AS1 CLK1 CLK3 CLN5 CLTB CLTC CMBL CNGA4 CNOT3 CNPY2-AS1 COMT COPS9 CPLANE2 CPNE1 CPQ CRACR2A CREB1 CREBRF CREBZF CRELD2 CRISPLD2 CRKL CRLS1 CROCCP2 CRYZ CS CSKMT CSMD1 CSNK1D CUL7 CUTA CYB561D1 CYLD CYREN CYTH2 DCTN5 DDAH2 DDX18 DDX41 DDX42 DDX51 DEAF1 DENND1B DENR DGCR6L DGCR8 DHTKD1 DIDO1 DIP2A DLG4 DLL1 DNAJB4 DNAJC10 DNAJC9-AS1 DPRXP3 DQX1 DSN1 DXO EDF1 EFCAB10 EFCAB2 EGLN3 EIF4BP2 EIF4EBP2 EIF4G2 ELOVL7 ELP6 EMC1 ENHO ENSG00000230021 ENSG00000246308 ENSG00000281863 EPRS1 EPS15 ERCC6 ERGIC2 ETFBKMT EVI5L EXD1 EXOSC6 FAHD1 FAHD2A FAM111A FAM111A-DT FAM120B FAM185A FAM32DP FAM53C FAM83D FAM86C2P FANCA FBF1 FBXL13 FBXL9P FBXO21 FBXO24 FBXO4 FCF1P7 FER FGD4 FGFR4 FHIP1B FICD FKBP15 FLAD1 FMC1 FMC1-LUC7L2 FOXRED1 FRMD8 FSCN1 FTL FYCO1 FYTTD1 FZD9 G6PD GAK GALNT18 GAN GARNL3 GART GATAD2A GCA GDF5 GET1 GFER GGA2 GGCX GID8 GK5 GLUL GNAZ GNB1L GOLGA7 GOLT1A GPD1L GSS GTF3C1 GVQW3 GXYLT1 H3-3A H3-3A-DT HADH HAGH HAS3 HAUS2 HAUS4 HBP1 HDAC4 HDAC4-AS1 HDHD2 HDHD5-AS1 HEATR3 HERPUD1 HERPUD2 HERPUD2-AS1 HEXB HGH1 HIGD1A HINFP HIRA HMG20A HMGA1 HMGB1P45 HMOX2 HNRNPAB HNRNPH1 HNRNPU HOOK2 HSPA1B ICAM5 IDI1 IER2 IFNAR2 IFT122 IFT172 IFT20 IGLV10-67 IGLV2-11 IGLV6-57 IGLV7-46 IGLV9-49 IKBKG IL10RA IL5 ILF3 ILF3-DT INO80 IPP IQSEC1 ISCA2 IST1 ITGAV ITSN1 JPT1 JUNB KATNIP KCNK5 KCNMB3P1 KCTD21-AS1 KCTD7 KCTD9P5 KDM5B KDM7A KDM7A-DT KIAA0319L KIAA1328 KIAA1586 KICS2 KIF17 KIF9 KLHL12 KLHL18 KMT2A KRT18P5 KTI12 L3MBTL3 LAMP3 LAP3 LBX2 LCAT LCN8 LIG1 LIMS1 LINC00205 LINC00620 LINC00662 LINC00701 LINC01194 LINC01410 LINC01547 LINC01849 LINC02482 LINC02569 LINC02987 LINC03011 LIPT2 LIPT2-AS1 LRCH4 LRRC57 LRRN3 LRWD1 LUC7L LUC7L2 LZIC MAD1L1 MAFB MAK16 MALAT1 MAP3K9 MAP3K9-DT MAP4 MAPK8 MARCHF3 MARCHF4 MBD4 MCFD2 MCL1 MCM7 MCM8 MCM8-AS1 MED15 MED31 MEN1 MEPCE MFN2 MFSD11 MIEF2 MINDY2 MINDY2-DT MIR17HG MIR301B MIR3180-4 MIR3181 MIR3190 MIR4757 MIR5188 MIR5695 MIR7155 MKLN1 MKLN1-AS MKNK1 MOSPD3 MPC1 MPC1-DT MRM2 MRNIP MRNIP-DT MRPL34 MRPL40 MRPL9 MRPS23 MRPS25 MRPS9 MRTO4 MST1P2 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-RNR1 MT-RNR2 MT-TA MT-TC MT-TD MT-TF MT-TK MT-TN MT-TP MT-TQ MT-TS1 MT-TW MT-TY MTCO3P12 MTDH MTFR1L MTMR2 MTND5P11 MUTYH MVD MYD88 MYLIP NAP1L4 NBPF1 NCDN NCKAP1 NDUFA11 NDUFV2-AS1 NFIC NMNAT1 NMRAL1 NMU NOC4L NOCT NOL9 NPC1 NPC2 NPEPPSP2 NQO2 NQO2-AS1 NRSN2 NSDHL NSMCE3 NSUN5 NT5C NUBPL NUBPL-DT NUDT1 NUP214 NUP98 NUS1 OAZ3 ODAD1 OR2AJ1 OR5G4P OR7E24 OSER1 OSGEP OXLD1 P2RX6 P4HA2 PABPN1 PALB2 PAPPA-AS1 PARK7 PARP12 PARS2 PAXBP1-AS1 PCBP1-AS1 PCGF1 PCK1 PCNT PCTP PDCD6P1 PDCL3 PDF PDIA4 PEAK1 PFKFB3 PFKFB4 PGAM5 PGAP2 PHAF1 PHAX PHF1 PHF14 PHKG2 PIAS4 PKD1L2 PKD1P6 PLEKHG4 PMS2P3 PNKD PNPLA8 POGZ POLD1 POLD2 POLD3 POLE3 POLR1E PPIB PPIL2 PPIL4 PPM1F PPP2R5D PRKCZ PROCA1 PRPF4B PRPS1 PRR7 PSMD5 PTCH2 PTS R3HCC1 RAB43 RABGGTA RAD50 RAD51AP2 RAET1K RALGAPB RANBP2 RASSF4 RBAK RBAK-RBAKDN RBBP9 RBM12 RBM15B RCCD1 REST RFT1 RHBDD1 RHEB RIBC1 RIPK1 RIPOR3 RN7SL188P RNA5SP473 RNA5SP493 RNASEH2C RNASET2 RNF138 RNF19B RNF216 RNU4ATAC RNU6-1284P RNU6-1315P RNU6-628P RNU6-75P RNU6-97P RPL13 RPL23AP77 RPL3 RPL31 RPN2 RPS13 RPS15 RSPH14 RSRC1 RTF2 RTL10 RUBCN S100A16 SAR1A SCARF2 SCN5A SCRN2 SDCCAG8 SDF2L1 SDR39U1 SEC13 SEC23B SECTM1 SEPTIN5 SERPINB9 SFR1 SGSM2 SH2B1 SLC12A9 SLC12A9-AS1 SLC25A1 SLC25A16 SLC29A1 SLC31A1 SLC38A10 SLC39A11 SLC7A4 SLC9A1 SLC9B1 SLX9 SMC1A SMG1 SMG1-DT SMIM10L1 SMIM29 SMPD4P1 SMURF2 SNAI3-AS1 SNAP29 SNAPC2 SNHG12 SNHG15 SNORA16A SNORA57 SNORD43 SNORD68 SNRPB SNRPC SNX19 SOCS2P2 SON SORBS3 SORT1 SPAG4 SPEF1 SPNS1 SPOPL SPOPL-DT SPOUT1 SQOR SRPK2 SRPRA SRSF2 SRSF3 ST7 STARD5 STARD9 STK19 STK35 STRADA STX10 SUCO SUMO1 SYCE2 SYNJ1 TAF12 TAF12-DT TAMM41 TANGO2 TAP2 TAS1R1 TBC1D16 TBC1D32 TBC1D5 TBL2 TCTE1 TCTN1 TEAD3 TEDC2 TENT5B TEP1 TEX41 TFPI THAP12 TIAL1 TIMM17A TIMM22 TK2 TLR5 TMC3-AS1 TMEM106C TMEM120A TMEM127 TMEM135 TMEM139-AS1 TMEM14A TMEM14C TMEM175 TMEM177 TMEM18 TMEM18-DT TMEM184C TMEM184C-DT TMEM198 TMEM208 TMEM41A TMEM44-AS1 TMEM52 TMEM63A TMEM70 TMEM80 TMEM97 TMPRSS9 TMX4 TMX4-AS1 TNFAIP1 TNFRSF10B TNIP2 TNRC6C TOB2P1 TOE1 TOMM34 TOP1 TOP3B TOR1A TOR2A TPD52L2 TPGS2 TPK1 TPRG1L TPST1 TPTEP1 TRIM21 TRIM26 TRIM65 TRIO TRIP11 TRIP13 TRMT6 TRNAU1AP TSC22D2 TSEN2 TSPAN17 TSR1 TTC23L TTC23L-AS1 TUBB4B TUBGCP5 TXNDC5 TYW3 UAP1 UBA52 UBC UBE2D1 UBE2I UBE2J1 UBE2Q1 UBE2S UBXN2B UBXN4 UFD1-AS1 UFL1 UFL1-AS1 UHMK1 USP2 USP2-AS1 USP42 USP45 USP48 USP49 VAC14 VAMP8 VAPA VCPIP1 VEZT VMAC VPS9D1 VWA7 WDR24 WDR37 WDR70 WDTC1 WDTC1-DT WIPI1 XPO1 XYLB YJU2B ZC3H7A ZCWPW1 ZDHHC8 ZFHX2 ZFP1 ZFP69B ZKSCAN5 ZMAT3 ZNF131 ZNF197 ZNF197-AS1 ZNF212 ZNF217 ZNF224 ZNF232 ZNF232-AS1 ZNF253 ZNF3 ZNF324 ZNF324B ZNF341-AS1 ZNF408 ZNF432 ZNF446 ZNF487 ZNF497 ZNF557 ZNF580 ZNF581 ZNF584 ZNF587B ZNF593 ZNF621 ZNF628 ZNF628-DT ZNF652 ZNF652-AS1 ZNF680 ZNF764 ZNF766 ZNF821 ZNF84 ZNF84-DT ZNF845 ZNRD2 ZNRD2-DT ZSCAN20 ZSWIM9 SALL4_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SALL4_TARGET_GENES AAMP AARS1 AASS ABCA7 ABCB8 ABCC5 ABCF3 ABHD11 ABHD2 ABHD5 ABI1 ABI2 ABLIM2 ABT1 ACAD8 ACAD9 ACADSB ACCS ACLY ACOT13 ACOT8 ACOX3 ACSL1 ACTL6A ACTN3 ACTN4 ACTR3 ACVR1 ADCK5 ADGRL2 ADIPOR1 ADPGK AFG3L2 AFP AFTPH AFTPH-DT AGBL5 AGBL5-AS1 AGFG2 AGPAT1 AHCYL2 AIMP2 AJUBA AJUBA-DT AK2 AK7 AKAP10 AKAP11 AKAP8L AKT1S1 AKTIP ALDH6A1 ALG8 ALKBH7 AMZ2 ANAPC2 ANAPC5 ANGPT1 ANK2 ANK3 ANKFY1 ANKHD1 ANKHD1-DT ANKHD1-EIF4EBP3 ANKRD11 ANKRD16 ANKRD30A ANKZF1 ANP32A ANP32E AP1G1 AP2M1 AP2S1 AP3S2 AP4B1 AP5M1 APOLD1 ARF1 ARF3 ARFGAP3 ARFIP1 ARHGAP26 ARHGEF12 ARID2 ARID4A ARL3 ARMH3 ARMH4 ARMT1 ARPC5 ARRDC4 ARSK ASB7 ASNS ASNSD1 ASPH ASXL1 ATAD2 ATF2 ATF3 ATF4 ATF7IP ATG2A ATG9A ATL3 ATOH1 ATP11B ATP11B-DT ATP5F1B ATP5MC1 ATP5ME ATP5PD ATP6V1C1 ATP6V1D ATPAF2 ATXN1L ATXN2 ATXN2-AS ATXN2L AUTS2 AVPI1 AZI2 B3GALNT2 B3GNTL1 BACH2 BAG1 BANCR BANP BBX BCAS3 BCKDHA BCKDHB BCL2L1 BCL2L2 BCL2L2-PABPN1 BCL3 BCL7C BCO1 BIRC5 BLOC1S5 BLOC1S5-TXNDC5 BMAL1 BNAT1 BNIP3 BORCS8 BORCS8-MEF2B BRD2 BRPF1 BRWD1 BRWD1-AS2 BSDC1 BTBD10 BTF3 BTRC BUD23 C15orf40 C17orf80 C17orf97 C19orf38 C19orf44 C19orf73 C1D C1orf109 C1orf159 C1orf74 C21orf62-AS1 C22orf39 C2CD2 C2orf42 C4orf46 C6orf141 C6orf89 C8orf88 CACTIN CALCOCO1 CALD1 CALM1 CALM2 CALM3 CALR3 CALU CAMK2G CAMTA1 CAMTA1-DT CAND1 CANT1 CANX CAPZA2 CARNMT1 CASC2 CASC3 CASKIN2 CAV1 CBR3-AS1 CBX1 CBX5 CCAR2 CCDC144NL-AS1 CCDC150 CCDC174 CCDC61 CCDC77 CCDC86 CCDC88A CCDC88C CCDC88C-DT CCDC92 CCHCR1 CCNB2 CCNE2 CCNF CCNG1 CCNG2 CCNI CCPG1 CCSER2 CCT3 CCT7 CCT8 CD99P1 CDC16 CDC37L1 CDC37L1-DT CDC42 CDC42SE1 CDC5L CDC6 CDCA2 CDH10 CDH13-AS2 CDIP1 CDK12 CDK2AP2 CDK4 CDK5 CDK5RAP3 CDKL3 CDKN2D CEMP1 CENPF CENPJ CENPK CENPL CENPQ CENPU CENPX CEP131 CEP295 CEP350 CEP83 CEP83-DT CEP89 CEP95 CER1 CERS5 CERT1 CETN3 CFAP119 CFAP20 CFAP251 CHAF1A CHCHD3 CHCHD4 CHD9 CHMP4B CHMP5 CHMP7 CHN2 CHP1 CHPF CHRAC1 CHST12 CHTOP CIAO1 CIAO2A CIC CISD1 CITED4 CLASP1 CLEC16A CLP1 CLTC CLTCL1 CMC1 CNKSR3 CNNM2 CNOT1 CNOT3 CNOT9 CNP CNPY3 COL18A1 COPB2 COPB2-DT COPG1 COPS6 COPS7B COTL1 COX11 COX7A2 CP CPNE3 CRIPT CRLS1 CRTC1 CRYZL1 CT66 CTNNB1 CTNND2 CUEDC2 CYB5AP2 CYB5RL CYP1B1-AS1 CYP2AC1P CYP51A1 CYP51A1-AS1 CYRIB CYTH2 DAAM1 DARS2 DBP DCAF1 DCAF11 DCAF13 DCAF16 DCAF7 DCLK1 DCLRE1B DCUN1D4 DDA1 DDI2 DDX19B DDX23 DDX27 DDX39A DDX5 DEDD DEDD2 DENR DESI2 DET1 DGKQ DGLUCY DHDDS DHX32 DHX34 DHX40 DICER1 DICER1-AS1 DIDO1 DISC1 DLD DLEU1 DLEU2 DLGAP1-AS2 DMXL1 DMXL2 DNAJB12 DNAJB5 DNAJB5-DT DNAJC11 DNAJC17 DNAJC30 DNAJC9-AS1 DNLZ DNM2 DNPEP DNPEP-AS1 DOCK4 DOP1B DPPA4 DPYSL2 DPYSL3 DRC3 DSN1 DUS3L DUSP6 DXO DZANK1 E2F3 E2F6 EBAG9 EBLN3P EBNA1BP2 EDEM1 EDRF1 EDRF1-DT EEF1A1 EFCAB11 EFCAB13 EFCAB13-DT EFCAB6 EFCAB6-DT EFHC1 EGLN3 EHBP1 EHD1 EHF EIF2AK3 EIF2AK3-DT EIF2B1 EIF2B3 EIF2S1 EIF2S2 EIF3D EIF3E EIF4A1 EIF4A2 EIF4A3 EIF4E3 EIF4ENIF1 EIF5 EIF5B ELF2 ELL ELL2 ELMO1 ELMO2 ELP3 EMC6 EMC7 EMD EMG1 EML1 EML4 ENAH ENOPH1 ENPP4 ENSA ENSG00000187186 ENSG00000206853 ENSG00000230021 ENSG00000233230 ENSG00000236106 ENSG00000251314 ENSG00000255647 ENSG00000259704 ENSG00000260958 ENSG00000261335 ENSG00000265055 ENSG00000267248 ENSG00000268650 ENSG00000272008 ENSG00000275765 ENSG00000278390 ENY2 EP400P1 EPHA6 EPHA7 EPS15L1 ERAP1 ERCC6L2 ERCC6L2-AS1 ERGIC2 ERI1 ERICH2-DT ERMN ERN1 ERO1B ERRFI1 ERRFI1-DT ESCO2 ETFDH ETV4 ETV5 EVI5 EVI5L EVL EXD1 EXOC5 EXOC8 EXOSC5 EXPH5 EZH1 EZR FAAP24 FAF2 FAM104A FAM117A FAM118A FAM135A FAM136A FAM169A FAM200B FAM216A FAM220A FAM230G FAM76A FAM83D FAM86DP FAM86FP FAM86JP FAM86KP FAM98A FANCA FANCM FASTKD1 FBH1 FBXL12 FBXL19 FBXL3 FBXL5 FBXL9P FBXO11 FBXO24 FBXO3 FBXO3-DT FBXO36 FBXO46 FDFT1 FDPS FDXR FERMT2 FGFR1OP2 FGFR2 FGFR3 FGFRL1 FH FHL1P1 FILIP1 FKBP3 FLAD1 FMNL3 FOXA3 FOXJ3 FOXK1 FOXK2 FOXN2 FOXP1 FOXRED2 FRA10AC1 FRAT2 FRG1CP FRMD5 FRYL FXR2 FZR1 G3BP1 G3BP2 GABARAP GABPB1 GABPB1-AS1 GABPB2 GABRB3 GASK1B GASK1B-AS1 GATAD2A GATAD2B GATB GBA1 GBAP1 GBF1 GFI1B GFPT2 GGA3 GID4 GID8 GINM1 GLO1 GLRX5 GM2A GMCL1 GMPPA GNAI2 GNB2 GNL1 GOLGA5 GOLGA7 GOLGB1 GOLT1B GOT2 GPAA1 GPATCH11 GPBP1 GPBP1L1 GPC1 GPI GPN3 GPR108 GPRC5B GPRC5D-AS1 GRB2 GRINA GRK4 GRPEL1 GSPT1 GSPT2 GSR GTF2H3 GTF2I GTF2IP20 GTF3C2 GTF3C2-AS2 GTPBP1 GZF1 H2AC14 H2AC16 H2AC6 H2AZ2 H2AZ2-DT H2BC14 H2BC16P H2BC4 H2BC5 H2BC6 H3-3B HAUS3 HBP1 HBS1L HDAC2-AS2 HDAC4 HDAC4-AS1 HDAC9 HDGF HDGFL2 HDLBP HEATR5B HECW1 HELB HESX1 HEXIM1 HEXIM2 HEXIM2-AS1 HEY2 HEY2-AS1 HHAT HIBADH HIF1A HINFP HIP1 HIRA HIVEP1 HLTF HMBOX1 HMG20A HMG20B HMGCR HMGCS1 HNRNPA1 HNRNPA3P8 HNRNPC HNRNPDL HNRNPL HNRNPUL1 HOXC13 HOXD8 HP1BP3 HPAT5 HSBP1 HSD11B1L HSP90AA1 HSP90AB1 HSP90B1 HSPA8 HSPB6 HSPBAP1 HSPD1 HSPD1P18 HSPE1 HSPE1-MOB4 HUS1 IBTK ICMT ICMT-DT IFIT3 IFT20 IFT27 IFT80 IFT81 IKZF5 IL23A IMP3 ING1 INO80B INO80B-WBP1 INO80D-AS1 INPP5A INPP5F INTS13 INTS4 INTS9 IPMK IQCD IQGAP1 IREB2 IRGQ ISCU ISLR2 ISOC2 IST1 ITGA9-AS1 ITGB8 ITPRID1 ITSN1 IVD IZUMO4 JAG1 JUP KANSL2 KANSL3 KAT7 KATNB1 KAZALD1 KBTBD6 KBTBD7 KCNAB2 KCNIP2-AS1 KCTD10 KCTD13 KCTD13-DT KCTD2 KCTD21-AS1 KCTD9 KDM2A KDM3A KDM4A KDM4B KDM5A KDM5C KHDC4 KHDRBS1 KHK KHSRP KIAA0319L KIAA0586 KIAA1586 KIF18A KIF2A KIZ KLF10 KLF6 KLHDC3 KLHL24 KLHL26 KLHL28 KLLN KMT2A KMT5B KPNA5 KREMEN1 KYAT3 LACTB2 LACTB2-AS1 LAMB1 LAMP1 LAMTOR2 LAMTOR3 LARP4 LARP7 LARS1 LARS2-AS1 LATS1 LDB2 LDLRAD3 LENG1 LEO1 LEPR LEPROT LETM1 LIMD1-AS1 LIN37 LIN52 LINC00461 LINC00467 LINC00471 LINC00674 LINC00838 LINC00862 LINC00886 LINC01013 LINC01060 LINC01089 LINC01114 LINC01124 LINC01237 LINC01275 LINC01320 LINC01333 LINC01409 LINC01484 LINC01508 LINC01551 LINC01649 LINC01719 LINC01870 LINC02233 LINC02282 LINC02408 LINC02453 LINC02511 LINC02570 LINC02614 LINC02693 LINC02901 LINC02926 LINC02960 LINC03017 LINS1 LIX1 LMAN2 LMBR1 LMCD1 LMCD1-AS1 LOC105371430 LPXN LRATD2 LRCH4 LRFN5-DT LRIG1 LRP3 LRP6 LRRC27 LRRC28 LRRC45 LRRTM3 LRRTM4 LRRTM4-AS1 LSG1 LSM14A LSM14B LSM4 LSS LTBP4 LUC7L2 LURAP1L-AS1 LYSMD1 MACIR MACROD2 MAD1L1 MAD2L2 MADCAM1 MAF1 MAFK MAGI1 MALAT1 MAN1B1 MAN1B1-DT MAP2K2 MAP3K11 MARS1 MARS2 MATR3 MAU2 MAZ MBTPS1 MBTPS1-DT MCM3AP-AS1 MCM8-AS1 MCMBP MCOLN1 MDC1 MDH1 MDH2 MDM4 MEA1 MED26 MEF2A MEGF8 MEIS2 MEPCE METTL13 METTL15 METTL2B MFAP3L MFF MFF-DT MGMT MGRN1 MIA3 MICOS13 MIEF1 MIGA2 MIR1245B MIR22HG MIR302A MIR302C MIR302CHG MIR302D MIR3178 MIR3180-5 MIR3190 MIR320C1 MIR367 MIR3678 MIR3681HG MIR3688-2 MIR3912 MIR4470 MIR4479 MIR4757 MIR512-2 MIR5188 MIR548AL MIR548AW MIR6089 MIR638 MIR7515HG MIR933 MIS18A MKRN1 MLLT1 MMD MMUT MOB3A MOBP MON2 MORC2 MORC3 MORF4L2 MORF4L2-AS1 MOV10 MPHOSPH9 MPND MPV17L2 MRPL14 MRPL24 MRPL37 MRPL44 MRPL45P2 MRPL55 MRPL57 MRPS16 MRPS31 MRPS7 MRTFA MSMO1 MT-ATP6 MT-CO3 MT-RNR1 MT-TF MT-TP MT-TT MTCH2 MTF2 MTG1 MTHFD1 MTHFD2P1 MTMR12 MTMR14 MTMR4 MTND6P17 MTR MTRFR MVD MXD1 MYADM MYH9 MYH9-DT MYL11 MYL5 MYO10 MYO1B MYO5C MYPOP N6AMT1 NAA35 NAIF1 NAMPT NAMPT-AS1 NANP NAPA NAPB NAT9 NAV2 NCAPG NCBP1 NCDN NCOA2 NCOA4 NCOA5 NDEL1 NDUFA5 NDUFAF4 NDUFAF8 NDUFV1 NDUFV1-DT NEK3 NELFB NEMP1 NEPRO NFATC2IP NFE2L1 NFKBIB NFX1 NGLY1 NIPA2 NKIRAS1 NLK NME1 NME1-NME2 NOB1 NOC3L NOL7 NOLC1 NOP14 NPHP4 NPM1 NPTN NQO2 NQO2-AS1 NR2C1 NR3C2 NRDE2 NRL NSA2P4 NSL1 NTAQ1 NUAK1 NUBP2 NUDC NUDCD1 NUDT16 NUDT16-DT NUMB NUP107 NUP107-DT NUP153 NUP42 NUP93 NXN OBSL1 OCA2 OCIAD1 ODAD4 ODC1 ODC1-DT OGA OGT OIP5-AS1 ORMDL2 ORMDL3 OSBP OSBPL10 OSBPL1A OSBPL2 OSBPL9 OSCP1 OSER1 OSER1-DT OSR2 OTX1 OTX2 OXSM P4HB PA2G4 PACRG PAFAH2 PAIP2B PALS2 PAM PAM16 PAN2 PAN3 PAN3-AS1 PANK2 PANK2-AS1 PAOX PARD3 PARP1 PARP10 PAXBP1 PAXIP1-AS2 PCAT6 PCBP2 PCCA PCED1B PCGF3 PCGF3-AS1 PCMTD1 PCMTD1-DT PCNX3 PCYOX1 PDE12 PDE2A PDE2A-AS1 PDE6D PDE7A PDE7A-DT PDIA5 PDK1 PDP2 PEAK1 PELI1 PELP1 PELP1-DT PEMT PET100 PEX10 PEX16 PEX19 PFKFB2 PFKFB4 PFN2 PGAM1 PGAP4 PGBD4 PGM2L1 PGP PGRMC2 PHB2 PHF12 PHF20L1 PHF21A PHF23 PHIP PHLDB2 PHLPP1 PHTF2 PI4K2A PIAS4 PIERCE2 PIGF PIM1 PIPOX PITX2 PJA2 PJVK PKD1 PKM PKNOX1 PLAC9 PLBD2 PLCD1 PLD6 PLEKHB2 PLS1 PLXNC1 PMEL PMS2 PNKD PNRC1 PNRC1-DT POFUT2 POGZ POLA2 POLDIP3 POLG2 POLH POLK POLN POLR2E POLR3G POP1 POT1 POT1-AS1 POU2F1 PPARD PPAT PPCDC PPFIA3 PPFIA4 PPM1B PPM1K PPM1K-DT PPM1N PPP1CA PPP1CC PPP1R11 PPP1R12B PPP1R16B PPP2R3A PPP2R5B PPP2R5E PPP3CB PPP3CB-AS1 PPP4R3B PPP4R3B-DT PPP4R4 PPP5C PPP5D1P PPP6R1 PPRC1 PPTC7 PPWD1 PRADC1 PRCC PRDM10 PRDX1 PRH1 PRKACA PRKN PRKRA PRKRIP1 PRMT5 PRMT7 PROSER3 PRPF31 PRPF39 PRPF39-DT PRR11 PRR13 PRR14L PRR16 PRR3 PRR4 PRXL2B PSAT1 PSENEN PSIP1 PSMA3 PSMA3-AS1 PSMD14-DT PSMD2 PSMD5 PSME3IP1 PSMG4 PTDSS2 PTEN PTPN23 PTPN23-DT PTPN4 PTPRS PTTG1IP PUF60 PUM1 PUM2 PXN-AS1 QRICH1 R3HDM2 R3HDM2-DT RAB1A RAB35 RAB35-AS1 RAB3A RAB40B RAB43 RAB4A RAB4A-AS1 RAB4B RAB4B-EGLN2 RAB5B RAB5C RAB6A RABEP1 RAC1 RACGAP1 RAD18 RAD51AP2 RAD51B RAD9B RAI14 RANBP1 RANBP2 RANBP3 RANBP3-DT RANBP6 RAP1A RAP2A RAP2B RAPGEF2 RASAL2 RASAL2-AS1 RBL1 RBM12B RBM12B-DT RBM15 RBM15-AS1 RBM15B RBM25 RBM27 RBM39 RBM42 RBM47 RBM4B RBMXL1 RBPJ RBPMS RBSN RBX1 RCOR3 RECQL RELL1 RERGL REST RETREG3 RFLNA RFX1 RFX2 RFXANK RGL1 RGS5 RHOF RIBC2 RIC8B RIDA RINL RMDN1 RMDN3 RMND1 RMST RN7SKP175 RN7SKP38 RN7SL810P RNA5SP198 RND2 RNF111 RNF126 RNF130 RNF181 RNF19A RNF227 RNF32 RNF32-DT RNF34 RNF40 RNF43 RNF5 RNF6 RNGTT RNH1 RNPC3 RNPC3-DT RNU2-17P RNU4-2 RNU5E-6P RNU6-173P RNU6-263P RNU6-92P RNU7-88P RNVU1-19 RNVU1-22 RPAP2P1 RPEP1 RPH3A RPIA RPL10A RPL10P15 RPL13AP26 RPL15 RPL21P112 RPL23AP11 RPL23AP33 RPL24 RPL26 RPL27 RPL27A RPL31P40 RPL35AP10 RPL36 RPL4 RPL8 RPLP0 RPLP2P1 RPRD1A RPS11 RPS19 RPS26 RPS6KA5 RPS6KB1 RPS6KB2 RPS7P3 RRM2B RRP1 RRP12 RSBN1 RSL24D1 RSPRY1 RSRP1 RSU1 RTF1 RTN2 RXRB RXYLT1 RYR3 S100A13 SACM1L SAMD4A SAP30 SAP30-DT SARAF SARNP SBDSP1 SCAF1 SCAF11 SCAF4 SCARNA2 SCNM1 SDE2 SDHB SDR39U1 SEC1P SEC23IP SEC24C SEC31A SEC62 SECISBP2 SEH1L SEL1L SEL1L2 SELENOK SELENOP SEPTIN2 SEPTIN7P13 SEPTIN9 SERPINB9P1 SERTAD2 SERTAD3 SERTAD3-AS1 SETD5 SF3B1 SFI1 SFPQ SFXN2 SGTA SH2B1 SH3BP2 SH3GL1 SHARPIN SHKBP1 SIL1 SIRT2 SIRT4 SIVA1 SKA2 SKA3 SKIC3 SLC11A2 SLC15A2 SLC15A4 SLC17A7 SLC19A2 SLC22A31 SLC25A25 SLC25A26 SLC25A32 SLC25A42 SLC35B3 SLC35F5 SLC37A4 SLC38A4-AS1 SLC39A3 SLC39A7 SLC3A2 SLC41A3 SLC41A3-AS1 SLC49A4 SLC4A2 SLC7A11 SLC7A5P2 SLC7A6OS SLC8A1-AS1 SLCO5A1 SLCO5A1-AS1 SLFN12 SLU7 SMAD3 SMARCA4 SMC1B SMC4 SMDT1 SMG1P3 SMG5 SMIM10L2B SMIM14 SMIM14-DT SMIM7 SMNDC1 SMPD1 SNAI3-AS1 SND1 SNHG1 SNHG10 SNHG16 SNHG21 SNORA70 SNORD25 SNORD26 SNORD27 SNRNP70 SNRPC SNX1 SNX12 SNX8 SORBS2 SOX2-OT SOX5 SOX6 SP1 SP2 SP2-DT SP4 SP5 SPAG7 SPAG9 SPAST SPC25 SPG7 SPRED1 SPRTN SPRYD3 SPSB3 SREBF1 SREBF2 SRFBP1 SRP19 SRRM5 SRRT SRSF1 SRSF10 SSBL4P SSNA1 SSR1 SSR3 ST3GAL1 STAP2 STARD5 STARD9 STAT2 STAU1 STEAP2-AS1 STIP1 STK17A STK19 STK25 STK32C STKLD1 STRIP1 STRN STT3A STX17 STX18 STX18-AS1 STX1A STX2 STXBP3 STXBP4 STYX STYXL1 SUGP1 SULF1 SUMF1 SUMF2 SUMO1 SUPT5H SURF4 SUSD6 SYMPK SYNGR4 SYNPO2 SYPL1 TAF12 TAF12-DT TAF5 TAOK2 TAOK3 TAS2R14 TASOR TASOR2 TATDN3 TAX1BP3 TBC1D10B TBC1D15 TBC1D17 TBC1D9 TC2N TCAF1 TCEANC2 TCERG1 TCF12 TCF19 TCF3 TCF4 TCF7L2 TCFL5 TDP1 TDP2 TDRKH TDRKH-AS1 TECRP1 TEDC1 TENM2 TENM3-AS1 TENT5C TENT5C-DT TEPSIN TESK2 TFAP2A TFAP4 TFCP2 TFPT TGIF1 THAP9 THAP9-AS1 THUMPD3-AS1 THYN1 TIAM2 TICRR TIMM9 TIPARP TIPARP-AS1 TIPIN TJP2 TLE6 TMBIM6 TMC3-AS1 TMCC1 TMCC3 TMCO1 TMCO1-AS1 TMED1 TMED7 TMED7-TICAM2 TMEM104 TMEM115 TMEM127 TMEM143 TMEM14B TMEM14B-DT TMEM14C TMEM160 TMEM18 TMEM198 TMEM208 TMEM209 TMEM218 TMEM263 TMEM263-DT TMEM30A TMEM30A-DT TMEM38A TMEM41B TMEM43 TMEM44-AS1 TMEM52 TMEM59 TMEM60 TMEM63B TMEM65 TMEM69 TMEM70 TMEM79 TMEM94 TNC TNFAIP1 TNKS1BP1 TNRC6B TNRC6C TOB1 TOB1-AS1 TOB2 TOGARAM1 TOLLIP TOLLIP-DT TOM1L2 TOMM34 TOMM40 TOP2A TOR1AIP1 TP53BP1 TPCN1 TPM1 TRA2B TRAF2 TRAF3IP1 TRAFD1 TRAM1 TRAPPC9 TRAV6 TRIB1 TRIB1AL TRIM22 TRIM71 TRIP10 TRIP12 TRMT1L TRMT2A TRMT44 TRNAU1AP TSACC TSC1 TSC22D1 TSEN54 TSPAN31 TSSC4 TTBK2 TTC21B TTC23 TTC41P TTC7B-AS1 TTI2 TTLL12 TTLL7 TUBA1B TUBA1B-AS1 TUBB4B TUBD1 TUBG1 TUBGCP3 TUBGCP5 TUFM TULP3 TXNDC11 TXNDC9 TXNIP TXNRD2 U2AF1L4 UBB UBC UBE2B UBE2C UBE2D2 UBE2D3 UBE2D3-AS1 UBE2I UBE2Q1 UBIAD1 UBP1 UBQLN4 UBR2 UBR5 UBR5-DT UFD1-AS1 UFSP1 UGGT2 UHRF2 ULK1 ULK2 UNC79 UNC80 UQCRC1 USF3 USO1 USP2 USP2-AS1 USP3 USP30 USP36 USP37 UTP11 UTP3 UVSSA VAPB VCP VHL VIRMA VIRMA-DT VKORC1L1 VMP1 VPS26A VPS28 VPS29 VPS37D VPS51 VPS8 VRK1 VRK3 VWA8 WAPL WAPL-DT WBP2 WDCP WDPCP WDR20 WDR36 WDR47 WDR81 WHAMM WIPI1 WIPI2 WTAP WWC2 XAB2 XKR9 XPO5 XPO7 XRCC2 XRCC3 XRCC5 YAP1P3 YIF1B YJU2 YOD1 ZBTB20 ZBTB38 ZBTB7A ZC3H14 ZC3H3 ZC3H6 ZCCHC24 ZCCHC7 ZCCHC8 ZCWPW2 ZDHHC14 ZDHHC24 ZDHHC5 ZFP14 ZFP91 ZFP91-CNTF ZFR2 ZFTRAF1 ZFYVE19 ZFYVE21 ZFYVE26 ZFYVE27 ZHX1 ZHX1-C8orf76 ZKSCAN2 ZMIZ1 ZMIZ1-AS1 ZMYM4 ZMYND8 ZNF106 ZNF112 ZNF140 ZNF141 ZNF184 ZNF219 ZNF224 ZNF225 ZNF225-AS1 ZNF25 ZNF25-DT ZNF256 ZNF277 ZNF280C ZNF280D ZNF281 ZNF285 ZNF286A ZNF286A-TBC1D26 ZNF292 ZNF3 ZNF318 ZNF321P ZNF335 ZNF337 ZNF337-AS1 ZNF341-AS1 ZNF37A ZNF37BP ZNF419 ZNF451 ZNF473 ZNF518A ZNF526 ZNF527 ZNF555 ZNF559 ZNF559-ZNF177 ZNF564 ZNF567 ZNF567-DT ZNF576 ZNF611 ZNF616 ZNF664 ZNF687 ZNF687-AS1 ZNF689 ZNF692 ZNF692-DT ZNF7 ZNF764 ZNF77 ZNF8 ZNF8-DT ZNF8-ERVK3-1 ZNF808 ZNF816 ZNF816-ZNF321P ZNF821 ZNF83 ZNF888 ZNF888-AS1 ZRANB2-DT ZSCAN10 ZSCAN22 ZSWIM3 ZSWIM4 ZSWIM6 ZW10 ZWILCH ZZZ3 SETBP1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SETBP1_TARGET_GENES AASDH ABT1 AFF1 ANAPC7 ARL5B ASB7 BAG5 BET1L BRCA1 C4orf36 C4orf46 CACUL1 CCDC174 CCDC184 CDK8 CDKN2C CENPBD2P CEP192 CEP192-DT CEP290 CEPT1 CHEK1 CHERP CIAO3 CLEC16A CNIH2 CNOT11 COA8 COX4I1 CRLS1 CTNNBL1 CWF19L2 CYB5D2 CZIB CZIB-DT DCAF8 DDI2 DGCR6L DLAT DNAI7 DNAJC19 DNAJC9-AS1 DPH5 DPH5-DT DPY30 DRAM2 E4F1 EED EEF1G EIF3D EIF3K EIF4B ELP3 EMC8 ENSG00000170846 ENSG00000230021 EPC2 EPRS1 ESYT1 ETFDH ETFRF1 FAAP100 FAF1 FAM174B FAM229B FAM230G FBRS FKBP15 FKTN FKTN-AS1 GGCX GNL3 GOLGA7 HAX1 HM13 HS2ST1 IFT122 IPO8 ITFG1 KIAA2013 KIFBP KLHDC9 KLRC2 LEO1 LINC02482 LINS1 LRRCC1 LSM4 MAP4K1 MBD4 MCM8-AS1 MCTS1 MCTS2 MECOM MED29 MEF2C MKS1 MPC1 MPC1-DT MRFAP1 MRFAP1L1 MRPL15 MRPS12 MRPS16 MT-ND1 MT-ND6 MT-RNR1 MT-TE MT-TF MT-TL1 MT-TP MT-TT MTCO3P12 MTND5P11 MYO9A MZF1 NAA30 NAALADL2 NBR1 NBR2 NCOA5 NDFIP2 NDFIP2-AS1 NDUFAB1 NDUFS5 NEURL4 NOL6 NSUN5 NSUN6 NUDT9 PAF1 PARG PARGP1 PBRM1 PCNX4 PCNX4-DT PDPR PDPR2P PDSS2 PHAF1 PHKB PIGK PKN2 PPP5C PSMB6 PSMD8 RAD52 RALGAPA1 RAP2A RBM33 RBM33-DT RIC8A RIOK2 RNF111 RNF139 RNF139-DT RPS16 RPS6KL1 SARS2 SELENOF SENP8 SFR1 SLC31A1 SNORD13 SOX2-OT SUGT1P1 SUPT5H TAF13 TAF5 TAFAZZIN TBC1D23 TBC1D8 TCEA1 TGDS TIMM23 TIMM23B TMEM177 TMTC3 TOMM7 TRAPPC5 TSEN2 TTC23 TTI2 TUBE1 TXNL1 UBR1 USP48 UTP14A UTP25 VAMP8 WDR7 ZC3H10 ZC3H15 ZEB1 ZEB1-AS1 ZMAT2 ZNF330 ZNF862 ZNHIT6 ZZEF1 SETD1A_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SETD1A_TARGET_GENES AAR2 AARSD1 AASDH ABCB9 ABHD12 ABHD13 ABHD16A ABRAXAS2 ABT1 ACBD5 ACOT8 ACOX3 ACTMAP ACTR10 ACYP1 ADD2 ADHFE1 ADPRS AFG3L1P AHSP AK2 AKAP3 AKAP8L AKT2 ALAD ALG1 ALG10 ALG10B ALG12 ALG5 ALG9 ALKBH1 AMBRA1 AMDHD2 ANAPC5 ANAPC7 ANGEL2 ANKHD1 ANKHD1-DT ANKHD1-EIF4EBP3 ANKMY1 ANKRA2 ANKRD13A ANKRD17 ANKRD17-DT ANKRD18CP ANKRD40 ANKRD54 ANKZF1 ANO10 ANXA2R AP1AR AP1AR-DT AP1G1 AP3B1 AP5M1 AQR AREL1 ARHGAP1 ARHGAP11B-DT ARHGAP19 ARHGAP19-SLIT1 ARHGEF7 ARID1A ARID3B ARID4A ARL2BP ARL5A ARL6IP5 ARL6IP6 ARL8B ARMC1 ARMC8 ARMH4 ARMT1 ARPC4 ARPC4-TTLL3 ASB16-AS1 ATAD3A ATF6 ATF6-DT ATF7 ATF7-NPFF ATG13 ATG3 ATG5 ATG7 ATG9A ATP13A4 ATP5F1A ATP5PF ATP6V0D1 ATP6V0D1-DT ATP8B1-AS1 ATPSCKMT ATR ATXN1L ATXN7L1 ATXN7L2 AURKA AURKAIP1 BAD BAG5 BANF1 BAX BAZ2A BBS12 BBS9 BCKDHA BCL6 BECN1 BLOC1S1 BLOC1S6 BNIP1 BNIP2 BOD1 BOD1L1 BORCS7 BORCS7-ASMT BORCS8 BORCS8-MEF2B BRPF1 BRWD3 BSCL2 BSDC1 BTBD10 BTRC BUD13 BUD13-DT BUD23 BUD31 C10orf143 C10orf95-AS1 C11orf58 C12orf43 C17orf100 C18orf21 C19orf47 C19orf48P C1D C1orf159 C21orf62-AS1 C2orf42 C2orf49 C2orf49-DT C5orf34 C7orf50 C8orf33 C9orf43 C9orf72 CA1 CACTIN CALM3 CAMTA1 CAMTA1-DT CAP1 CASC3 CAST CATSPERD CBFB CBR4 CBR4-DT CCAR1 CCAR2 CCDC103 CCDC107 CCDC115 CCDC12 CCDC174 CCDC18 CCDC59 CCDC77 CCDC97 CCND3 CCNT2 CCNT2-AS1 CCR5AS CCRL2 CCT4 CCT5 CCT7 CCT8 CD101-AS1 CDC123 CDC14A CDC23 CDC27 CDC40 CDC42BPA CDC73 CDCA5 CDHR3 CDK1 CDK13 CDK5 CDK5RAP1 CDK5RAP2 CDKAL1 CDKL3 CENPBD1P CENPL CENPM CENPU CEP120 CEP162 CEP350 CERT1 CES2 CETN4P CFAP418 CHASERR CHCHD2 CHCHD2P1 CHCHD5 CHD8 CHMP4B CIAO2A CIAO2B CIDECP1 CINP CIPC CIR1 CISH CLASRP CLCN3 CLCN5 CLHC1 CLP1 CLPB CLPX CLUAP1 CMTR2 CNOT1 CNOT2 CNOT6 CNOT7 CNPY2-AS1 COA5 COA6 COA6-AS1 COA8 COG2 COG4 COG5 COIL COMMD1 COMMD3 COMMD3-BMI1 COMMD9 COPS4 COPS7A COPS7B COPS8 COPS8-DT COQ4 COQ7 COQ7-DT COX16 COX17 COX7A2 CPB2-AS1 CPD CPSF7 CRACD CREB3L4 CRELD2 CRYZ CRYZL1 CS CSNK2A1 CSTF1 CSTF2T CSTF3 CSTF3-DT CTNNBL1 CTR9 CTSB CUEDC2 CUL2 CUL9 CWC27 CWF19L1 CXXC1 CYB5B CYB5R4 CYP46A1 DAP3 DARS1 DAXX DCAF1 DCAF13 DCAKD DCLRE1A DCP1A DCP1B DCTN6 DCTN6-DT DCUN1D3 DDA1 DDB2 DDRGK1 DDX1 DDX19A DDX19A-DT DDX23 DDX25 DDX41 DDX50 DEDD DENR DEPDC5 DERL2 DESI2 DGKA DHODH DHPS DHRS1 DHX16 DHX30 DHX32 DHX35 DHX35-DT DIDO1 DLG2 DLGAP4 DNAAF10 DNAI4 DNAJA2 DNAJA2-DT DNAJB11 DNAJB12 DNAJC11 DNAJC14 DNAJC19 DNAJC30 DNAJC7 DNAJC9-AS1 DNAL1 DNLZ DNM1L DNM2 DOHH DPCD DPH1 DPH3 DPP9 DRC3 DRG2 DSN1 DSTYK DTD1 DUS2 DUS3L DUS4L DYNC1I2 DYNLT2 DZANK1 E2F2 E2F3 E2F4 E2F6 E2F8 E4F1 ECD ECSIT EED EEF1A1P23 EEF1B2 EEF1E1 EEF1E1-BLOC1S5 EEFSEC EFCAB14 EFCAB7 EFTUD2 EID3 EIF1AD EIF2S3 EIF3F EIF4A1 ELAC2 ELOB EMC1-AS1 EMC7 EMG1 ENDOV ENPP3 ENPP4 ENSG00000187951 ENSG00000233223 ENSG00000260592 ENSG00000261335 ENSG00000274015 ENSG00000282936 ENY2 EPB41L4A-AS1 EPS8 ERCC1 ERCC5 ERG28 ERGIC2 ERI1 ERI2 ERMARD ERP44 ERVK3-1 ESF1 ESPL1 ESYT1 ETFBKMT EVI5L EWSR1 EXOC5 EXOSC5 EXOSC6 EXOSC8 FAAP100 FAM114A2 FAM124B FAM133B FAM135A FAM149B1 FAM162A FAM177A1 FAM187A FAM216A FAM228B FAM234A FAM32A FAM50B FAM98B FANCD2 FANCM FANK1 FARS2 FARSA FASTK FASTKD1 FAU FBXL18 FBXO15 FBXO5 FBXW7 FCF1 FDPS FEM1A FIZ1 FKBP14 FKBP3 FLAD1 FNBP1 FNBP1P1 FOXJ3 FOXRED1 FRG1 FRG1-DT FRG1HP FUZ G6PD GABPA GANC GAR1 GAR1-DT GART GAS5 GAS8 GBA1 GBF1 GCA GCDH GCN1 GEMIN5 GFM2 GFOD1 GGA1 GGNBP2 GID8 GLE1 GLT8D2 GMFB GNL3 GNRHR2 GOLGA3 GOT1 GOT1-DT GPAM GPBP1L1 GPN3 GPR108 GPR137 GPS1 GRIPAP1 GRWD1 GSTCD GTF2F1 GTF2H1 GTF2IP12 GTF2IP13 GTF2IP20 GTF2IRD1P1 GTF3C3 GTPBP10 GUCD1 H2AC5P H4C3 H4C8 HACD3 HADHA HADHB HARBI1 HASPIN HAVCR2 HAX1 HCFC2 HCG14 HDAC1 HDAC6 HDGF HDGFL2 HEATR1 HEATR6 HEATR6-DT HELB HELZ HEMGN HEXD HEXIM1 HIBADH HLTF-AS1 HMBS HMG20A HMGXB4 HMOX1 HNRNPF HOMER2 HPS4 HPS5 HS1BP3 HS2ST1 HSD11B1L HSF2BP HSPA13 HSPA9 ICAM5 IDH3B IDH3B-DT IFIH1 IFT74 IGHMBP2 IKBKG IKZF4 IL23A IMP3 IMP4 IMPACT INO80 INO80B INO80B-WBP1 INTS12 INTS2 INVS IP6K2 IPPK IRAG1-AS1 IRAK4 IRF1-AS1 IRF9 IST1 ISY1 ISY1-RAB43 ITFG2 ITFG2-AS1 ITGA7 ITGAE ITGB3BP ITK ITSN1 IWS1 IZUMO1 JPX JRK KARS1 KAT5 KAT6A KAT6B KAT8 KATNA1 KBTBD7 KCTD10 KCTD5 KDM1A KDM4A-AS1 KDM5A KDM5C KEL KIAA0319L KIAA0586 KIAA0753 KIAA1143 KIAA1586 KIAA2013 KIF15 KIF16B KIF18B KIF18B-DT KIF9 KLC4 KLHDC10 KLHDC3 KLHL18 KLHL22 KLHL7 KLHL7-DT KMT2A KMT5B KNL1 KPNA5 KPNA6 KRR1 KRT8P12 KYAT1 LACTB LAMP1 LAMTOR5 LAMTOR5-AS1 LANCL2 LARP4 LARP7 LARS1 LARS2 LAS1L LBH LBHD1 LEMD2 LETMD1 LIG4 LINC00656 LINC00680 LINC00680-GUSBP4 LINC01089 LINC01238 LINC01881 LINC02288 LINC02340 LINC02926 LINS1 LIPE-AS1 LIX1L-AS1 LMBR1 LMNB1 LMNB1-DT LMNB2 LONP1 LRIG1 LRPPRC LRRC28 LRRC40 LRRC41 LRRC8A LSG1 LSM5 LTN1 LTO1 LYRM1 LYRM4 LYSMD1 LZIC MAD2L1BP MAF1 MAN2C1 MANBAL MAP3K11 MAP3K7 MAP4K2 MAPK14 MAPKAPK3 MAPKAPK5 MAPKAPK5-AS1 MAPKBP1 MARCHF2 MASTL MAZ MCL1 MCM8 MCMBP MCRS1 MDH1 MDN1 MEA1 MED15 MED18 MED23 MED24 MED26 MED27 MED30 MED31 MED6 MED7 MED9 METTL25 METTL2B METTL3 METTL9 MFAP3 MFAP3L MFSD14A MIA3 MICB MICOS13 MICU1 MICU2 MIR1302-3 MIR130AHG MIR3124 MIR320A MIR4453HG MIR4512 MIR4521 MIR5091 MIR638 MIR6790 MIS12 MIX23 MKKS MKLN1 MKLN1-AS MLST8 MMADHC MORF4L1 MPDU1 MPPE1 MPV17 MRFAP1 MRFAP1L1 MRPL1 MRPL16 MRPL2 MRPL21 MRPL22 MRPL28 MRPL35 MRPL36 MRPL39 MRPL4 MRPL44 MRPL48 MRPL49 MRPL51 MRPL57 MRPL58 MRPS10 MRPS15 MRPS16 MRPS23 MRPS27 MRPS28 MRPS30 MRPS30-DT MRPS31P5 MRPS33 MRPS35 MRPS35-DT MRTFA MSANTD4 MSL2 MT-RNR1 MT-TF MTCH1 MTERF4 MTF2 MTIF3 MTLN MTMR10 MTMR9 MTO1 MTOR MUTYH MYBL1 MZT2B NAA15 NAGK NAGPA NAPG NAV2 NAV2-AS6 NBAS NCAPD2 NCBP2 NCBP2AS2 NCDN NCOA5 NDUFA7 NDUFA9 NDUFAB1 NDUFAF1 NDUFAF5 NDUFAF8 NDUFC1 NDUFC2 NDUFC2-KCTD14 NDUFS1 NDUFS2 NDUFS4 NDUFS6 NDUFS7 NECAP1 NECAP2 NELFA NFE2 NFKBIB NFX1 NFXL1 NHLRC2 NIPA2 NKIRAS2 NLGN2 NLK NMNAT1 NMT1 NOC2L NOL6 NOLC1 NOM1 NOP16 NOP58 NOP9 NPW NR1H2 NRAS NSA2 NSRP1 NUBP1 NUBPL NUBPL-DT NUCB1 NUCB1-AS1 NUCKS1 NUDC NUDCD1 NUDCD3 NUDT2 NUDT5 NUDT9 NUMB NUP107 NUP107-DT NUP133 NUP133-DT NUP155 NUP205 NUP43 NUP54 NUP58 NUP85 NUP93 NUP93-DT NUPR2P1 NXT2 OBI1 ODR4 OGFOD2 OGFOD3 OPA1 OTUB1 OXCT1-AS1 OXNAD1 PABIR1 PAFAH2 PAK1 PAN2 PARP2 PARS2 PATL1 PATL1-DT PAXBP1 PAXBP1-AS1 PBRM1 PCBP1 PCBP1-AS1 PCBP2 PCLAF PCNX3 PCYT1A PDAP1 PDCL PDE6D PEAK1 PES1 PEX11B PEX14 PEX19 PEX26 PFDN4 PGBD4 PHB1 PHB2 PHF14 PHF23 PHF8 PHIP PI4KB PIDD1 PIGB PIGBOS1 PIGK PIN4 PIP4K2B PISD PITHD1 PKNOX1 PLAA PLD3 PLEKHA8 PLOD3 PLRG1 PMEL PMS2P3 PNISR PNN PNO1 PNPLA4 PNPT1 POLDIP2 POLE3 POLK POLL POLR1G POLR2I POLR2J3 POLR2J4 POLR2K POLR2L POLR2M POLR3A POLR3D POLR3F POM121 POMP PPIL1 PPIL4 PPP1R12C PPP1R13L PPP1R37 PPP1R8 PPP2R3B PPP2R3C PPP2R5C PPP3CB PPP3CB-AS1 PPP4R3A PPP4R3B PPP4R3B-DT PPP5D1P PRANCR PRCC PRDM10-DT PRKAB2 PRKRIP1 PRORP PRPF40A PRPF40B PSCA PSKH1 PSMA3 PSMA3-AS1 PSMB5 PSMC3 PSMC4 PSMC6 PSMD1 PSMD11 PSMD13 PSMD3 PSMD7 PSMD7-DT PSMD9 PSME3 PTCD2 PTGES2 PTGES2-AS1 PTGS1 PTK2B PUF60 PUM3 PUS3 PUS7L PYCR3 PYM1 QRSL1 R3HCC1 RAB21 RAB27A RAB2B RAB5B RABAC1 RABEP2 RABGGTB RAD51AP2 RAD52 RALGAPA1 RAMAC RANBP1 RANBP6 RANGAP1 RAP2A RBBP5 RBM12B RBM12B-DT RBM25 RBM26 RBM26-AS1 RBM27 RBM28 RBM42 RBM8A RBSN RCE1 RDH10 RECQL5 RERE REXO1 RFNG RFT1 RFX1 RFX5 RFX5-AS1 RFXANK RHBDD3 RHOF RIOK2 RLF RMC1 RMDN1 RMND1 RMRP RN7SKP114 RN7SL75P RNA5SP146 RNASEH1 RNASEH1-DT RNF141 RNF167 RNF213-AS1 RNF220 RNU7-27P RPIA RPL17 RPL17-C18orf32 RPL18 RPL21 RPL22 RPL22L1 RPL23AP53 RPL24 RPL26 RPL27 RPL27A RPL29 RPL3 RPL30 RPL36 RPL37 RPL41 RPL7 RPL7L1 RPLP2 RPN1 RPP30 RPS10 RPS12 RPS13 RPS15 RPS15A RPS16 RPS18 RPS27A RPS27AP3 RPS28 RPS3 RPS7 RPS8 RPTOR RRP1B RSAD1 RSL24D1 RSRC2 RTCB RTF1 RTN4IP1 RTTN RUNX1T1 RWDD1 RXRB S100A4 S100PBP SAP30BP SAR1B SART1 SART3 SBF2 SBF2-AS1 SBNO1 SBNO1-AS1 SCAF1 SCAF4 SCAMP1 SCAMP1-AS1 SCNM1 SCRN3 SDCBP2-AS1 SDF2L1 SDHAF2 SDHB SEC13 SEC23B SECISBP2 SELENOF SENP3 SEPTIN7 SEPTIN7-DT SEPTIN7P13 SEPTIN7P14 SEPTIN7P2 SETD1A SETD1B SETDB1 SF1 SF1-DT SF3A3 SF3B3 SF3B6 SFSWAP SGF29 SGO1 SGO1-AS1 SH2B1 SH3BP5L SHARPIN SHKBP1 SIPA1L3 SIRT2 SIRT3 SKA3 SLC15A4 SLC18B1 SLC25A11 SLC25A17 SLC25A26 SLC25A28 SLC25A28-DT SLC25A3 SLC25A32 SLC25A37 SLC25A44 SLC25A53 SLC30A6 SLC30A6-DT SLC35A5 SLC35B1 SLC35E1 SLC38A6 SLC39A3 SLC39A7 SLC3A2 SLC4A1AP SLC4A2 SLC66A2 SLC7A1 SLIRP SLMAP SLX4IP SMAD6 SMARCA5-AS1 SMARCD2 SMC2 SMG7 SMG7-AS1 SMIM13 SMIM14 SMIM14-DT SMIM26 SMIM7 SMPD4 SMYD3 SNAPC2 SNAPC5 SNF8 SNHG29 SNHG3 SNHG31 SNORA13 SNORA73A SNORD101 SNORD15A SNORD45C SNORD46 SNORD49B SNORD55 SNORD58A SNORD58B SNRNP27 SNRPA SNRPA1 SNRPA1-DT SNRPB SNRPB2 SNRPC SNRPD3 SNRPF SNRPF-DT SNRPG SNX1 SOX2-OT SP2 SP2-DT SP7 SPAG4 SPAG7 SPAG9 SPDYE1-AS1 SPHK2 SPPL2A SPRED2 SPTLC1 SRCAP SREK1IP1 SRFBP1 SRP72 SRPRA SRRD SRSF10 SRSF11 SRSF3 SSB SSBP1 SSR1 SSU72 ST13 STAG3L5P STAG3L5P-PVRIG2P-PILRB STAM STAM-DT STAMBP STAP2 STARD7 STK40 STRADB STRAP STRIP1 STX18 STX18-AS1 SUCLG1 SUPT16H SUPT4H1 SUPT5H SUPT7L SUPV3L1 SURF1 SURF2 SUSD6 SUV39H1 SVIL-AS1 SYNJ1 SYS1 SYS1-DBNDD2 SZRD1 TACO1 TADA3 TAF1A TAF1A-AS1 TAF5 TAF8 TAFA2 TAMM41 TARDBP TARS1 TARS1-DT TBC1D31 TBCB TBCCD1 TBL1X TBL3 TBRG4 TCEA1 TCEANC2 TCERG1 TCHP TECPR2 TENT5A TEPSIN TERF2 TERF2IP TEX30 TFAP2A TGIF1 THOC1 THOC1-DT THUMPD1 TIA1 TIAL1 TIMM10 TIMM21 TIMM22 TIMM44 TIMM9 TIPIN TIPRL TLN2 TM2D1 TMA16 TMBIM1 TMBIM4 TMCC2 TMED10 TMED2 TMEM126B TMEM128 TMEM14B TMEM160 TMEM167A TMEM167B TMEM167B-DT TMEM183A TMEM198B TMEM199 TMEM222 TMEM230 TMEM237 TMEM242 TMEM242-DT TMEM245 TMEM256 TMEM256-PLSCR3 TMEM38A TMEM39A TMEM41A TMEM41B TMEM59 TMEM69 TMEM87A TMEM9B TMEM9B-AS1 TMUB2 TNK2-AS1 TNPO1 TNPO2 TOE1 TOM1L2 TOMM22 TOMM22-DT TOMM6 TOR1A TOR1AIP1 TOX4 TP73-AS1 TPR TPRKB TPX2 TRAK2 TRDMT1 TRIM35 TRIM56 TRIM62 TRIP10 TRIP11 TRIP4 TRIR TRMT1 TRMT2A TRMT44 TRMT5 TRMT6 TRMT61B TRUB2 TSFM TSN TSPAN31 TSPAN4 TSPO2 TSR2 TTBK1 TTC23 TTC32 TTC32-DT TTF2 TTLL5 TUBGCP6 TUFM TUT1 TXNDC17 TXNL1 TXNRD2 TYW1 TYW3 U2SURP UBAP2 UBC UBE2B UBE2I UBE2J2 UBE3B UBL3 UBR2 UBR4 UBXN1 UCKL1 UNC50 UQCC3 UQCRC2 UQCRH URM1 USF3 USP14 USP15 USP16 USP18 USP30 UTP11 UTP15 UTP3 UXT VAMP3 VCPIP1 VCPKMT VDAC2 VEZF1 VGF VIRMA VIRMA-DT VPS13B VPS13B-DT VPS33A VPS35L VPS37A VPS4B VPS50 VPS52 VRK1 WARS2 WARS2-AS1 WASF1 WDPCP WDR37 WDR43 WDR70 WDR75 WDR76 WDR83 WDR83OS WDR87 WDR89 WEE2-AS1 XPNPEP3 XPO6 XRCC4 XRCC5 YARS1 YARS2 YJU2 YME1L1 YPEL4 YTHDC1 YTHDF2 YY1AP1 ZBTB3 ZBTB37 ZBTB40 ZBTB43 ZC2HC1C ZC3H10 ZC3H13 ZCCHC7 ZDHHC12 ZDHHC12-DT ZFAND1 ZFAT ZFP36L1 ZFPL1 ZFX-AS1 ZFYVE1 ZGRF1 ZMYM2 ZNF131 ZNF146 ZNF148 ZNF160 ZNF219 ZNF225 ZNF225-AS1 ZNF226 ZNF25 ZNF25-DT ZNF251 ZNF267 ZNF302 ZNF324B ZNF331 ZNF341-AS1 ZNF350 ZNF383 ZNF384 ZNF408 ZNF414 ZNF451 ZNF501 ZNF507 ZNF510 ZNF518A ZNF524 ZNF564 ZNF565 ZNF585A ZNF585B ZNF586 ZNF596 ZNF598 ZNF646 ZNF668 ZNF689 ZNF718 ZNF724 ZNF736 ZNF787 ZNF790 ZNF83 ZNF839 ZNHIT1 ZNHIT6 ZSCAN12 ZSWIM3 ZSWIM4 ZSWIM8 ZW10 ZZZ3 SETD7_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SETD7_TARGET_GENES ACADVL ACIN1 ACOT13 ACSL3 ACTB ACTG1 ACTN4 ACYP2 ADAP1 ADCY10P1 ADI1 ADM5 AGBL2 AGPAT3 AHCY AKAP8 AKIP1 ALDOA ALG5 AMDHD2 AMZ2 ANKRD12 ANKRD13D ANKRD37 ANP32B AP4M1 APEH APOM ARFGAP2 ARHGEF19 ARHGEF40 ARID1B ARID3B ARL6IP1 ARPC1A ARPC1B ARRDC3 ARSD ASMTL ATL2 ATN1 ATP1A1 ATP5MC3 ATP6V1A ATXN7L3 AURKAIP1 AVIL AXIN2 B3GALT4 B3GALT9 B4GAT1 B4GAT1-DT BAG6 BBS4 BCL2L1 BCL2L2 BCL2L2-PABPN1 BCL9L BCLAF1 BHLHE40 BICRA BICRA-AS2 BMP2K BOLA1 BOP1 BRD2 BRICD5 BSG BSG-AS1 BTF3 BTF3-DT BTG1-DT BUB1 C11orf54 C11orf98 C12orf57 C14orf93 C16orf95 C16orf95-DT C18orf32 C19orf48P C5orf24 C6orf136 C8orf82 CACNG8 CACYBP CAPN15 CAPNS1 CBL CBX3 CBX5 CCAR2 CCDC106 CCDC17 CCDC34 CCDC90B-AS1 CCND1 CCNL1 CCT8 CD24 CD37 CD68 CDC42EP2 CDC42EP3 CDC6 CDCA5 CDH24 CENPJ CERS5 CFAP68 CFL1 CHASERR CHCT1 CHD2 CHD8 CHEK1 CHERP CHMP2A CHMP4A CHPF2 CHTF8 CIRBP CLASP1 CLDND2 CLK3 CLP1 CLTA CLTC CMTM3 CNOT3 CNP COMMD5 COPS3 COX19 COX20 COX4I1 CREBZF CREM CRLF3 CSK CSKMT CSNK1D CSNK1E CSNK1G1 CSNK2B CSRNP2 CUL4A CXorf38 CYB5R2 CYRIB CYTH2 DALRD3 DANCR DAZAP2 DCP1A DCP1B DDAH2 DDB1 DDIT4 DDOST DDX17 DDX39B DDX3X DDX54 DDX59 DECR2 DENND2B DEPDC1B DEPDC5 DERL3 DHFR DHRS11 DHX9 DIDO1 DKKL1 DM1-AS DNAH10 DNAJA2 DNAJA2-DT DNAJB14 DNAJC9-AS1 DNASE1 DNM1 DPY19L3 DPYSL2 DSP-AS1 DTD1 DUSP6 DUT DUT-AS1 DVL2 DYNLL1 DYNLL2 DYNLL2-DT DYNLRB1 DYRK1B EDC4 EEF1A1 EEF1AKMT1 EEF1D EFCAB2 EFHC1 EIF1 EIF4A1 EIF4A2 EIF4A3 EIF5 EIF5A ELF1 ELF2 ELL3 EMC8 EME2 ENOX2 ENSG00000254718 ENSG00000261840 ENSG00000267882 ENSG00000268403 ENSG00000272008 EOGT EOGT-DT EPC1-AS1 EPC1-AS2 EPC2 EPHA1 EPHX3 EPM2AIP1 EPN1 ERCC1 ERGIC3 ESRG ESYT1 EXOSC6 EXOSC8 FAM117B FAM13B FAM174C FAM193B FAM200A FAM20A FAM83E FAN1 FASN FBXL14 FBXW2 FBXW9 FDXACB1 FER FGFR1 FLAD1 FLNA FLOT1 FMC1 FMC1-LUC7L2 FOCAD-AS1 FPGS FTSJ3 FTX FUT11 GABARAP GABPB1 GABPB1-AS1 GAD1 GAL3ST4 GALE GAPDH GAREM2 GARS1-DT GART GAS5 GAS5-AS1 GATA4 GATD1-DT GCN1 GDPD3 GEMIN6 GEMIN8P4 GFPT2 GGA3 GLUL GPANK1 GPATCH4 GPC4 GPX1 GPX4 GRB2 GRSF1 GRWD1 GSK3B GSK3B-DT GTPBP1 GZMM H1-10 H1-10-AS1 H1-3 H1-4 H1-5 H2AC10P H2AC11 H2AC12 H2AC13 H2AC14 H2AC16 H2AC17 H2AC20 H2AC21 H2AC6 H2AC7 H2AC8 H2AZ1 H2AZ1-DT H2AZ2 H2AZ2-DT H2BC10 H2BC11 H2BC12 H2BC13 H2BC14 H2BC16P H2BC17 H2BC18 H2BC21 H2BC4 H2BC7 H2BC8 H3-3B H3C10 H3C11 H3C12 H3C4 H3C6 H4C1 H4C4 H4C8 HAND2 HAND2-AS1 HCG17 HCG18 HDAC4 HDAC4-AS1 HERC1 HERPUD1 HES6 HEXIM1 HEXIM2 HIF1A HIF1A-AS3 HIGD2B HMGA1 HMGB1 HMGN1 HMGN2 HNRNPA1 HNRNPA2B1 HNRNPC HNRNPF HNRNPH1 HNRNPH3 HNRNPU HNRNPUL1 HSD17B1 HSD17B14 HSP90AA1 HSPA5 HSPA5-DT HUS1 HUWE1 IAH1 ID4 IER2 IER3-AS1 IER5L IER5L-AS1 IL17RD IMPDH2 ING1 ING5 INO80 INPP5E INPP5K INTS10 ISCA1 ISG20L2 IST1 ISYNA1 JAKMIP1-DT JMJD6 JMJD8 JSRP1 KAT8 KCNC3 KCNH2 KCNIP2-AS1 KCTD15 KCTD7 KDM5B KDM8 KDSR KDSR-DT KIF22 KIF7 KLC1 KLF2 KLF2-DT KLF7 KLHL35 KMT2D KPNA2 KPNB1 KPNB1-DT KRBA2 KRBOX5 KRTCAP3 LAMA5 LARP7 LEAP2 LETM2 LHB LINC00114 LINC00869 LINC00881 LINC01089 LINC01126 LINC01521 LINC01719 LINC02595 LNCPRESS2 LNPPS LPAR2 LRCH3 LRP2BP LRP6 LRRC14 LSM5 LSR LUC7L3 LYRM2 MAGED1 MALAT1 MAP3K11 MAP3K12 MAP3K14-AS1 MAT2A MAT2B MATR3 MAZ MBD1 MCL1 MCM7 MDP1 MEIS1 MEIS1-AS3 MEIS2 METTL23 METTL25B MFGE8 MFSD10 MFSD11 MIB2 MICA MIDN MIF MIR1225 MIR130AHG MIR302A MIR302C MIR302D MIR3143 MIR3153 MIR3187 MIR3190 MIR367 MIR3912 MIR4449 MIR4492 MIR4512 MIR4530 MIR5087 MIR5188 MIR6728 MIR7-3HG MIRLET7I MLH1 MLLT10 MMACHC MPHOSPH9 MPV17 MRM1 MRPL12 MRPL20 MRPL28 MRPL53 MRPS27 MRPS28 MRPS34 MRPS36 MSH3 MSH4 MSL2 MST1 MTA1 MTG1 MTG2 MTHFS MTRF1L MTRFR MYADM MYADM-AS1 MYG1 MYH6 MYH9 MYL12A MYL6 MYL7 MYO1C NAA50 NANP NAP1L1 NAT10 NCL NEK8 NEU3 NFE2L3 NFKBIA NID2 NINL NIT1 NKIRAS1 NOL7 NOP14 NOP2 NOP56 NOPCHAP1 NOTCH1 NPM1 NPM3 NR1H2 NRAS NRAV NSD1 NT5C NUDT17 NUP54 NXF1 OAZ1 OAZ2 OGA OIP5-AS1 ONECUT1 ORC6 OVCA2 P2RY11 P4HA1 PABPC1L PACS1 PAN3 PAN3-AS1 PANX1 PATZ1 PCBP1-AS1 PCBP4 PCGF3 PCID2 PCIF1 PCNT PDE4DIPP6 PDF PDGFRA PDHB PDSS1 PFDN2 PFKFB3 PFKP PGLS PGLS-DT PHACTR4 PHLDA1 PHLDA1-DT PHLDB1 PHPT1 PHYKPL PIDD1 PITPNA-AS1 PJVK PKD1 PKD1-AS1 PKM PKMYT1 PKP2 PLEKHG2 PLEKHN1 PLK3 PLPP5 PMF1 PMF1-BGLAP PNISR PNKP PNRC1 PNRC1-DT PNRC2 POLDIP3 POLE POLG POLG2 POLR2A POLR2C POM121 POM121C POMT1 POMZP3 POU2F1 POU2F1-DT PPFIA2 PPM1A PPM1D PPP1R14B-AS1 PPP1R35-AS1 PPP4R3A PPP6R3 PRDX5 PRELID1 PRKAG1 PRKAR1A PRKD2 PRKRA PRKRIP1 PRMT1 PRORSD1P PRPF31 PRR4 PRR7 PRR7-AS1 PRRC2A PSIP1 PSMA1 PSMB10 PSMC5 PSMD12 PSMG1 PTMA PTOV1 PTOV1-AS1 PTOV1-AS2 PTP4A1 PUM1 PUM2 PXN PYGO2 QSER1 RAB1B RAB24 RAB26 RAB33B RABEP2 RABGEF1 RABGGTB RABL6 RACK1 RANGRF RAP1GDS1 RBL1 RBM25 RBM3 RBPMS RCC1 RCC2 RCC2-AS1 RCOR3 RECQL4 REEP3 REEP4 REX1BD RFC4 RFX3 RFX3-DT RHOF RMI1 RN7SL525P RNA5SP155 RND3 RNF138 RNF225 RNH1 RNU1-1 RNU11 RNU12 RNU2-63P RNU4-1 RNU4-2 RNU5A-1 RNU5A-8P RNU5E-1 RNU5E-4P RNU5E-6P RNU6-826P RNU7-1 RNVU1-15 RNVU1-19 RNVU1-21 RNVU1-22 RNVU1-27 RNVU1-28 RNVU1-3 RNVU1-30 RNVU1-4 RNVU1-6 RPL10 RPL13 RPL13A RPL14 RPL15 RPL17 RPL17-C18orf32 RPL22L1 RPL26 RPL27A RPL3 RPL4 RPL5 RPLP2 RPS10 RPS10-NUDT3 RPS11 RPS14 RPS15 RPS15A RPS19 RPS2 RPS3A RPS6 RPS6KB2 RPS9 RRM2 RSPH6A RSRC1 RSRP1 RUFY1 RUSC1 SAE1 SAMD1 SBF1 SBNO1-AS1 SCGB3A2 SCN1B SCRIB SEC31A SECISBP2 SELENOOLP SELENOW SEMA6A SERPINB9 SET SETD5 SETD6 SF1 SF1-DT SFPQ SFT2D1 SFXN5 SGF29 SGSM3 SH2B1 SH2B2 SH3D21 SIL1 SIRT7 SIX5 SLC15A4 SLC25A13 SLC25A25-AS1 SLC25A36 SLC25A42 SLC26A6 SLC30A9 SLC35A2 SLC35B2 SLC35E2B SLC38A2 SLC39A10 SLC3A2 SLF2 SLFNL1 SMAD6 SMAD7 SMG1P2 SMG1P3 SMIM10L1 SMIM26 SNAPC5 SNHG12 SNHG25 SNHG8 SNHG9 SNORA10 SNORA16A SNORA24 SNORA26 SNORA50C SNORA57 SNORA64 SNORA70 SNORA78 SNORD100 SNORD104 SNORD116-9 SNORD118 SNORD12 SNORD12B SNORD13 SNORD33 SNORD34 SNORD35A SNORD43 SNORD58A SNORD58B SNORD68 SNORD82 SNORD83A SNORD83B SNORD95 SON SP3 SPACA6 SPATA32 SPATS2L SPNS2 SPRY2 SPTAN1 SQSTM1 SRA1 SRCAP SRRM2 SRRM2-AS1 SRSF2 SRSF3 SRSF6 SRSF7 SS18 SSBL4P SSBP3 SSU72 STAG3L3 STARD7 STK26 STK33 STMN1 STUB1 STX10 SUMF2 SUMO1 SUOX SYAP1 SYNCRIP SYNRG TAF10 TAF15 TAF1D TALDO1 TBXT TCAF1 TCAIM TDP2 TEAD2 TERB1 TERF1 THAP3 THBS3 THBS3-AS1 THOC5 THOC6 THUMPD3-AS1 TIGD5 TKFC TLCD1 TM7SF2 TMEM170A TMEM179B TMEM33 TMEM39B TMEM63A TMSB4X TNFRSF12A TNFRSF25 TOB1-AS1 TOMM6 TP53I11 TPI1 TPM1 TPM4 TPT1 TPT1-AS1 TRAF4 TRIM28 TRIM37 TRIM39 TRIM65 TRIOBP TSC22D1 TSHZ3 TSSC4 TTC19 TTC4 TTI2 TTN TTN-AS1 TUBA1B-AS1 TUFM TWF2 TWF2-DT TXNIP TYMS TYMSOS UBA2 UBAC2 UBC UBE2D3 UBE2S UFSP1 ULK3 UNG UPF3A UQCRC1 USF2 USP1 USP11 USP22 USP32 USP34 USP34-DT USP44 USP45 USPL1 UTP4 VARS2 VCL VCP VDAC2 VEGFB VEZF1 VPS28 VPS35 VWA7 VWCE WBP4 WDR1 WDR18 WDR27 WNK4 WNT2 XBP1 XRN1 YIPF2 YJU2B YPEL4 YTHDF2 YWHAZ YY1 ZBTB10 ZBTB37 ZBTB4 ZBTB9 ZC3H10 ZC3H4 ZC3H6 ZCWPW1 ZDHHC14 ZDHHC8 ZFAND5 ZFAS1 ZFHX2 ZFP36L1 ZFP36L2 ZFPL1 ZFPM1-AS1 ZFYVE21 ZNF121 ZNF143 ZNF213 ZNF213-AS1 ZNF23 ZNF292 ZNF337-AS1 ZNF33B ZNF34 ZNF367 ZNF398 ZNF417 ZNF497-AS1 ZNF577 ZNF580 ZNF581 ZNF587 ZNF598 ZNF649-AS1 ZNF653 ZNF655 ZNF668 ZNF687 ZNF724 ZNF775 ZNF821 ZSWIM7 ZWILCH ZZZ3 SFMBT1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SFMBT1_TARGET_GENES AAAS ABCA2 ABCB9 ABCC5-AS1 ABCD4 ABLIM3 ACAA2 ACAD9 ACAP2 ACAP3 ACBD6 ACD ACTN3 ADAM17 ADAMTS1 ADAMTSL4-AS1 ADAP2 ADAT2 ADCY6-DT ADCY7 ADD3-AS1 ADGRL1-AS1 ADM ADM-DT ADNP ADPGK ADRM1 AFF4 AFF4-DT AGAP2-AS1 AGO3 AGPAT1 AGPAT3 AHCTF1 AHNAK AJUBA AJUBA-DT AK1 AKAP17A AKAP9 AKR1C3 ALAS1 ALDH1A2 ALDH3B1 ALG10 ALG10B ALG3 ALG5 ALG9 ALKBH4 ALKBH5 ALYREF AMACR AMBRA1 ANAPC11 ANAPC13 ANAPC5 ANGEL2 ANKRD13A ANKRD13B ANKRD46 ANKS1A ANLN ANO10 ANP32E ANTKMT ANTXR1 ANXA2 ANXA2R ANXA2R-AS1 AP3B1 AP3B2 AP3D1 AP3S1 AP5M1 AP5S1 APAF1 APBA3 APBB3 API5 APPL1 AQP3 AQP5 AQP5-AS1 ARFRP1 ARHGAP21 ARHGAP26 ARHGAP28 ARHGAP28-AS1 ARHGAP5 ARHGAP5-AS1 ARHGEF2 ARHGEF3 ARHGEF37 ARL2 ARL2-SNX15 ARL2BP ARL3 ARL6IP1 ARL6IP4 ARPC5L ART3 ASAH2B ASAP2 ASB7 ASF1B ASPSCR1 ASS1 ATAD2 ATF6 ATF6-DT ATF6B ATF7 ATF7-NPFF ATG12 ATG3 ATG5 ATL1 ATL3 ATP13A2 ATP1A1 ATP1B1 ATP1B3 ATP2B1-AS1 ATP5F1A ATP5MGP8 ATP5MJ ATP6V1E1 ATP8B1-AS1 ATPAF2 ATXN1 ATXN7 AURKAIP1 AZIN1 B3GLCT B4GALT4 BANF1 BBS12 BBS4 BCAN-AS2 BCAR3 BCAS2 BCCIP BCL2L13 BCS1L BEGAIN BEND3 BEND6 BEST2 BHLHE40 BICD2 BICDL1 BIRC3 BLOC1S5 BLOC1S5-TXNDC5 BLTP1 BMF BMPR1A BMS1 BNIP2 BOLA3-DT BRD3OS BRD4 BRINP3 BRPF1 BRWD1 BRWD1-AS2 BTBD10 C12orf29 C12orf4 C14orf93 C15orf32 C16orf95-DT C17orf75 C1GALT1P1 C1QTNF1-AS1 C1orf112 C1orf43 C20orf181 C2CD2L C2CD3 C2CD5 C2orf42 C2orf76 C3orf33 C5orf22 C6orf62 C6orf89 C7orf25 C9orf78 CA13 CABLES1 CABLES2 CACNA1A CACTIN CACYBP CALM1 CALM3 CALML4 CALU CAMSAP2 CAP2 CAPRIN1 CAPZA1 CAPZB CARNMT1 CARS2 CASKIN2 CASP2 CASP6 CAST CAT CAV1 CBFA2T2 CBLL1 CBR3-AS1 CBX3 CBX4 CCAR2 CCDC102B CCDC115 CCDC150 CCDC18 CCDC32 CCDC57 CCDC6 CCDC82 CCDC88A CCDC96 CCDC97 CCNE2 CCNK CCNO-DT CCNYL1 CCPG1 CD2BP2 CD2BP2-DT CD55 CDC40 CDC42BPG CDC42EP4 CDC42SE1 CDC42SE2 CDCA2 CDCA4 CDCA5 CDH3 CDH6 CDK12 CDK5 CDKL5 CDKN1B CDKN1C CEBPG CELF1 CEMIP2 CENPBD2P CEP120 CEP170 CEP290 CEP295 CEP55 CEP63 CEP68 CERS5 CETN4P CFAP20 CFAP418 CFAP54 CGGBP1 CHCHD7 CHD2 CHD3 CHERP CHSY1 CIPC CISD1 CIZ1 CKAP5 CLDN7 CLIC1 CLK3 CLNS1A CLP1 CMC1 CMSS1 CNEP1R1 CNGA1 CNIH1 CNN2 CNOT1 CNOT10 CNOT6 CNOT7 CNPPD1 CNST COA4 COG2 COL4A3 COMMD2 COMMD6 COPS5 COPZ1 COQ8A CORO1C CORO7 CORO7-PAM16 COTL1 COX19 COX5A COX6B1 CPSF3 CREBZF CROCC CRYZL2P-SEC16B CSNK1A1 CSNK1A1L CSNK1D CSNK1E CSNK1G3 CSPP1 CSTF3 CSTF3-DT CT62 CTCF CTNNB1 CTNNBL1 CTSS CTTN CUL4A CXXC5 CXXC5-AS1 CYB5R3 CYP1B1 CYP2E1 CYP39A1 CYP4F3 CYP4V2 CYP51A1 CYREN DAAM1 DAG1 DAP3 DAXX DBI DCAF17 DCTPP1 DCXR DCXR-DT DDAH2 DDB1 DDIT4 DDX18 DDX31 DDX42 DDX6 DEFB1 DEGS1 DENND4B DGCR8 DHCR24 DHCR24-DT DHFR2 DHFRP2 DHRS13 DHRS3 DHX16 DHX9 DIP2A DLD DMAP1 DMXL2 DNA2 DNAH11 DNAJB14 DNAJC13 DNAJC4 DNAJC9-AS1 DNAL1 DNM1 DNTTIP2 DOCK4 DOK1 DOLK DONSON DOP1A DPAGT1 DPH7 DPP8 DPP9 DPY19L1 DPY19L4 DPYSL2 DRAM1 DRG2 DROSHA DSCC1 DST DTNB DTX3L DUOX1 DUSP12 DUSP5 DUSP5-DT DUSP6 DYNLL1 DYRK3-AS1 DYSF E2F8 E4F1 EAPP EBLN3P EBP ECE1 ECE2 EFCAB7 EFNA1 EGR1 EHBP1 EHD4 EIF1AD EIF1B EIF1B-AS1 EIF2A EIF2D EIF3A EIF3F EIF4A1 EIF4A2 EIF4B EIF4ENIF1 EIF4G2 EIF5B ELAC1 ELF2 ELOF1 ELOVL6 ELP6 EMBP1 EML6 EMP1 ENDOV ENO1P1 ENO3 ENSG00000254718 ENSG00000259170 ENSG00000266401 ENSG00000268403 ENSG00000273145 ENSG00000274015 ENTR1 EPB41 EPB41L4B EPHA2-AS1 EPN1 ERAP2 ERBB2 ERBB3 ESR2 ESRP2 ETF1 ETV5 EXD2 EXD3 EXOC2 EXOC3-AS1 EXOC5 EXOSC1 EXTL2 EXTL3 EYA4 F11R FAM133B FAM136A FAM162A FAM172A FAM186A FAM217A FAM217B FAM228B FAM3C FAM50B FAM98B FANCA FANCL FASTKD3 FBF1 FBRS FBXL16 FBXL7 FBXO2 FBXO24 FBXO43 FBXO44 FBXO45 FBXO9 FBXW11 FCHO2 FCHSD2 FEM1A FGD6 FGF9 FHL1 FIBCD1 FKBP7 FKBP8 FLAD1 FLJ38576 FLYWCH1 FOXC2 FOXJ3 FOXO3 FOXP4 FOXP4-AS1 FRA10AC1 FRAT1 FREM2 FRG1HP FRS3 FSCN1 FUNDC1 FURIN FUT10 FUT11 FXN FZD10 FZD10-AS1 G6PC3 GAA GABPB1 GABPB1-AS1 GABPB2 GADD45GIP1 GALE GALNT10 GALNT16-AS1 GALNT18 GAN GAPDH GAPDH-DT GART GAS1RR GATA6 GATAD2B GATM GCHFR GCNT1P2 GDPD5 GEMIN8 GEMIN8P4 GFI1B GFUS GGA3 GINS3 GK5 GLB1 GLI3 GMEB2 GMNN GNAI2 GNAL GNB2 GNPNAT1 GOLGA4 GOLM2 GON7 GPAT3 GPHN GPNMB GPT2 GRAMD4 GSE1 GTF2H1 GTF2I GTF3C3 GTF3C4 GTPBP3 GUCD1 GVQW3 GYG1 H1-10 H1-4 H2AC20 H2AC7 H2AZ1 H2AZ1-DT H2AZ2-DT H2BC26 H2BC4 H2BC7 H4C16 HADH HARS1 HARS2 HCFC1R1 HCG27 HDHD5-AS1 HEATR5A HEATR5A-DT HECW2 HEG1 HEXIM2 HEXIM2-AS1 HGSNAT HIF3A HIGD1AP5 HINT1 HINT3 HIPK3 HIRA HIVEP1 HMG20A HMGA1 HMGB1 HMGN3 HMGXB3 HMMR HMOX1 HNRNPF HNRNPH3 HNRNPLL HNRNPR HNRNPUL2 HNRNPUL2-BSCL2 HOTTIP HOXA13 HOXA6 HOXB6 HOXC9 HPS5 HRK HSD17B1-AS1 HSP90AA1 HSPA1A HSPA1L HSPA5 HSPA5-DT HTR1A HUS1 HUWE1 HYCC2 HYOU1 ID2 ID2-AS1 ID3 IDH1 IFI6 IFT20 IFT74 IKBIP IKBKB IKBKB-DT IKBKG IL19 IL1RAP IL23A IL5 IL6R IMP4 ING1 INHBA INHBA-AS1 INO80B INO80B-WBP1 INTS1 INTS5 IPMK IPPK ISG20 IST1 ITCH-AS1 ITFG1-AS1 ITGB1BP1 ITGB3BP ITGB5 ITPR1 JAKMIP2 JPT1 JPX KANK2 KANSL1 KANSL1-AS1 KANSL1L KANSL2 KAZALD1 KCNJ6 KCNK15-AS1 KCNQ5 KCTD10 KCTD15 KCTD6 KCTD9 KDM1B KDM6B KIAA0825 KIF1B KIF22 KIF26A KIFC2 KIFC3 KLC2 KLF2-DT KLHDC10 KLHL20 KLHL24 KLHL29 KLRG1 KMT5B KNTC1 KPNB1 KPNB1-DT KYAT1 LAMTOR5 LAMTOR5-AS1 LBX1-AS1 LCN8 LDB1 LEMD2 LFNG LIFR LIN54 LINC00322 LINC00449 LINC00857 LINC00886 LINC01089 LINC01547 LINC01588 LINC01600 LINC01686 LINC01703 LINC01836 LINC01842 LINC01931 LINC02084 LINC02226 LINC02324 LINC02418 LINC02595 LINC02868 LINC02934 LINC03014 LINC03015 LINC03067 LINS1 LIPT2 LIPT2-AS1 LMBR1 LNPEP LOC102723313 LOC124901296 LONRF3 LPCAT1 LPXN LRG1 LRP12 LRP4-AS1 LRP6 LRP8-DT LRPPRC LRRC1 LRRC23 LRRC8A LRRN4 LRSAM1 LRWD1 LSM6 LSR LUC7L LUC7L2 LYPD8 LYSMD4 LYVE1 LZIC M6PR MACF1 MAD1L1 MAF1 MAFK MAGEF1 MAGI2 MAIP1 MALINC1 MAP3K3 MAP3K5 MAP4K3 MAP4K3-DT MAP4K5 MAPK1IP1L MAPK6 MAPK6-DT MAST1 MATCAP2 MAU2 MBD2 MBTD1 MCAM MCCC1 MCEE MCFD2 MCL1 MCMBP MDM2 MED10 MED25 MED30 MED4 MEF2A MEIS1 MEIS2 MEMO1 METTL15 METTL16 METTL18 METTL8 MEX3B MFHAS1 MFSD4B MFSD4B-DT MGA MGME1 MGST3 MHENCR MICB MID1IP1 MID1IP1-AS1 MIER1 MIR17HG MIR1915 MIR1915HG MIR31 MIR3137 MIR3621 MIR3661 MIR4289 MIR4458HG MIR4512 MIR4749 MIR5188 MIR5585 MIRLET7IHG MIX23 MKKS MLXIPL MMRN2 MOGS MOV10 MPHOSPH10 MPI MPIG6B MPLKIP MPV17 MRAS MRGBP MRPL1 MRPL13 MRPL17 MRPL38 MRPL40 MRPL47 MRPL51 MRPL54 MRPL55 MRPS14 MRPS15 MRPS2 MRPS23 MRPS30 MRPS30-DT MRPS7 MSH5 MSLN MT2A MTARC1 MTBP MTF2 MTHFD2L MTRR MUC19 MUCL3 MUS81 MYO5A MZF1 MZF1-AS1 MZT2B NAA15 NAPEPLD NAPG NARF NARF-AS2 NAXD NAXE NCAPD2 NCK1-DT NCOA3 NCOA4 NDRG1 NDUFA8 NDUFAF6 NDUFB2 NDUFB3 NDUFB5 NDUFC1 NDUFC2 NDUFC2-KCTD14 NDUFS7 NDUFV3 NEAT1 NEDD1 NEGR1 NELFA NEMP2 NEMP2-DT NEO1 NEPNP NETO2 NF1P6 NFE2L1 NFE2L1-DT NFIA NFIB NFKBIA NFS1 NHLRC3 NIPAL1 NIPBL NLRP10 NLRP11 NMNAT1 NOD1 NOL4L NOP16 NOXA1 NPHP3 NPHP3-AS1 NPL NPR1 NPR3 NR2F1 NR2F2 NR4A2 NREP NRIP1 NSMAF NSUN2 NSUN3 NTMT1 NTPCR NUCB2 NUCKS1 NUDCD2 NUDT18 NUDT3 NUP188 NUP214 NXF1 OARD1 OAZ1 ODAD3 ODF3B OGDH OGT OPHN1 OPRL1 OR4C10P ORAI1 OSCP1 OSGIN2 OTULIN OTULIN-DT OXCT1-AS1 P2RY6 P3H1 P4HTM PAAF1 PABIR1 PABPC1 PACSIN3 PAFAH2 PALS1 PAN2 PARD6A PARP1 PARP2 PARP6 PBX3 PBX3-DT PCAT6 PCBP1-AS1 PCDH7 PCDH9 PCDHB1 PCF11 PCID2 PCM1 PCNT PCNX4 PDCD4 PDCD4-AS1 PDCD6IP PDCD6P1 PDE2A PDE2A-AS1 PDE3A PDE3A-AS1 PDE8A PDGFA PDK1 PDK1-AS1 PDXDC1 PDXK PDZD2 PEAK1 PEBP4 PER1 PER3 PEX26 PEX3 PFKM PFN2 PGAM5 PGAP3 PGBD2 PHF21A PHF8 PHGDH PHIP PHTF2 PI4K2A PIAS1 PIDD1 PIERCE1 PIERCE2 PIGH PIGU PIK3AP1 PIK3IP1 PIK3IP1-DT PIKFYVE PIM3 PIP5K1A PIR PIWIL2-DT PJA2 PKM PKN2 PLA2G4E-AS1 PLAA PLAAT3 PLAG1 PLCD3 PLCXD2 PLD3 PLEKHB2 PLIN3 PLK2 PLK3 PLSCR1 PLXND1 PMF1 PMF1-BGLAP PMPCA PNRC1 POFUT1 POLA1 POLD3 POLH POLR1F POLR1G POLR1H POLR1HASP POLR3B PON3 POP4 POR PPARG PPCDC PPFIA2 PPIC PPM1A PPME1 PPOX PPP1R13L PPP1R37 PPP1R3D PPP2CA PPP2CA-DT PPP2CB PPP2R5A PPP2R5E PPP5D1P PPP6R2 PRC1 PRDX1 PRKAB2 PRKCD PRKCSH PRKCZ PRKCZ-DT PROSER1 PRPF19-DT PRR11 PRSS21 PSMB9 PSMC3 PSMD9 PTBP1 PTBP3 PTEN PTOV1 PTP4A1 PTPN18 PTPN9 PTRH1 PUM1 PUS1 PUS7 PUSL1 PWWP2A PYCR1 PYCR2 QSOX1 R3HDM1 RAB10 RAB11FIP1 RAB11FIP3 RAB14 RABEPK RACK1 RAD23B RAD50 RAD51AP1 RAD9A RAET1E-AS1 RAF1 RALGPS1 RANBP9 RAPGEF3 RASSF8-AS1 RBIS RBM12B RBM12B-DT RBM39 RBP4 RBPJ RCCD1 RCCD1-AS1 RCN2 RCOR3 RESF1 RETREG2 REX1BD RFK RFX1 RFX7 RGL1 RGS13 RGS19 RGS2 RGS3 RGS6 RHOBTB1 RHOF RHOV RICTOR RIF1 RIMKLB RIMOC1 RINT1 RIOX1 RIPK1 RIPK2-DT RN7SL181P RN7SL197P RN7SL329P RN7SL862P RNA5SP146 RNASEH2C RNF169 RNF207 RNF207-AS1 RNF216 RNF4 RNF41 RNU6-2 RNU6-21P RNU6-942P RNU6ATAC RNU7-13P RNU7-152P RNVU1-7 ROCK2 ROMO1 RPL18A RPL35 RPL5P34 RPLP2 RPS2 RPS26 RPS7 RPS9 RPUSD2 RRM2 RSRC1 RWDD1 RXRA S100A10 S100A16 SAAL1 SAMD11 SAPCD2 SARAF SASS6 SBF2 SCAF4 SCAMP1 SCAMP5 SCLY SDCCAG8 SDHAP3 SEC13 SEC14L1 SEC22A SEC23IP SEC61G SECISBP2L SELENOS SEMA3A SEMA4A SEPTIN2 SEPTIN9 SERINC4 SERP1 SERPINB6 SERPINB8 SERPINI2 SERTAD1 SERTAD4-AS1 SETD3 SETD4 SETD4-AS1 SETD5 SF3A3 SF3B2 SFR1 SFXN2 SGSM1 SH2D4A SH3BGRL3 SH3BP2 SH3RF1 SH3RF2 SHARPIN SHLD3 SHTN1 SIAH2 SIAH2-AS1 SIGLEC20P SIN3A SIPA1L1 SIX2 SKA2 SLC11A2 SLC19A2 SLC1A4 SLC22A15 SLC22A4 SLC25A20 SLC25A27 SLC25A36 SLC25A39 SLC25A4 SLC27A3 SLC29A2 SLC2A3P1 SLC2A4RG SLC33A1 SLC35A4 SLC35A5 SLC35C1 SLC35G1 SLC35G2 SLC38A1 SLC38A2 SLC39A13 SLC39A14 SLC39A3 SLC41A1 SLC44A1 SLC45A4 SLC4A2 SLC4A5 SLC7A6 SLC9A3R1-AS1 SLCO4A1 SLCO4A1-AS1 SLF1 SLMAP SLPI SLTM SLX4IP SLX9 SMAD3 SMAD3-DT SMAD5 SMAD6 SMAD7 SMG7 SMIM13 SMNDC1 SMPD4 SMPDL3A SNAPC5 SNAPIN SND1 SND1-DT SNHG15 SNHG25 SNHG28 SNHG5 SNHG7 SNHG9 SNORA40 SNORA48 SNORA50C SNORA78 SNORD104 SNORD114-18 SNORD114-19 SNORD12C SNORD35B SNORD63 SNORD95 SNRPA1 SNRPA1-DT SNRPD3 SNRPE SNX12 SNX30 SNX30-DT SNX33 SNX7 SNX9 SOAT1 SOCS2 SOGA1 SON SORBS1 SP4 SPART SPART-AS1 SPATS2 SPEN SPHK1 SPPL2A SPRED1 SPRY2 SPTAN1 SPTBN1 SPTLC2 SQLE SQLE-DT SRBD1 SRD5A1 SRP54 SRP54-AS1 SRP9 SRSF9 SS18 SS18L2 SSB SSBP1 SSBP2 SSX2IP ST20 ST20-MTHFS ST6GALNAC2 ST7L STARD4 STARD4-AS1 STARD7 STAT1 STAT5A STEAP2-AS1 STIP1 STK10 STRBP STT3B STX16 STX16-NPEPL1 STX18 STX18-AS1 STX6 SUB1 SUCO SUGCT SUGP1 SULT1A1 SUMO2P20 SUN1 SUN2 SVIL-AS1 SYNGAP1-AS1 SYNM SYNM-AS1 SYP SYT17 TACO1 TADA2A TADA2B TAF11 TAF13 TAF15 TAF1D TAF4B TANC1 TANGO6 TAP1 TAX1BP1-AS1 TBC1D13 TBC1D14 TCF12 TCF25 TCHP TCTN3 TDRD7 TDRKH TDRKH-AS1 TEFM TENT4A TFAM TFAP2A TFAP2A-AS1 TFAP4 TFB2M TFEB TGDS TGFB1I1 THAP12 THAP5P1 THAP7 THOC1 THRB-AS1 THSD4 THUMPD3-AS1 TIA1 TICAM1 TIGIT TIMM44 TINAGL1 TIPARP TIPARP-AS1 TIPIN TKFC TLK1 TLL1 TM2D3 TMC1 TMC5 TMCC2 TMCO1 TMCO4 TMED2 TMED5 TMEM127 TMEM135 TMEM170A TMEM179B TMEM19 TMEM198B TMEM222 TMEM243 TMEM250 TMEM259 TMEM39A TMEM41B TMEM44 TMEM50B TMEM60 TMPPE TMTC3 TMX3 TNC TNFAIP1 TNFSF13 TNIK TNPO1 TNPO1-DT TNRC18 TNRC6A TOMM6 TOP3A TOR1AIP1 TOR4A TP53BP2 TP53I13 TP53I3 TPGS1 TPM2 TPMT TPRA1 TPT1P5 TRA2B TRAPPC13 TRERF1 TRIM2 TRIM23 TRIM27 TRIM45 TRIM47 TRIM52 TRIO TRMO TRMT11 TRMT13 TROAP TRPM7 TSC1 TSEN15 TSEN54 TSKU TSKU-AS1 TSR2 TSR3 TTC24 TTC33 TTC9C TTLL11 TUBGCP5 TUSC2 TUT7 TWSG1-DT TXLNG TYMS TYW5 U2SURP UACA UAP1-DT UBAP2L UBC UBE2D2 UBE2D3 UBE2D3-AS1 UBE2L5 UBE2M UBE2Q2 UBE3B UBR7 UBTD1 UBXN2B UCKL1 UCP2 UGGT1 UGGT2 UNC45A UNC5B UROS USP20 USP3 USP36 USP47 USP54 USP8 USP9X USPL1 UTP14A UTP18 UTS2B VAC14 VAPA VAV2 VAV3 VAV3-AS1 VDAC1 VEZT VGF VGLL4 VHL VIM VPS13C VPS13C-DT VPS13D VPS37A VPS51 VSIG10 VTI1B WARS1 WASF1 WBP4 WDR11 WDR11-DT WDR25 WDR31 WDR35 WDR35-DT WDR36 WDR4 WDR41 WDR45B WDR53 WDR89 WEE2-AS1 WNT2B WWC2 WWTR1 WWTR1-AS1 XK XKR9 XPA XPO5 XPO7 XXYLT1 YAF2 YAP1 YARS1 YIPF6 YTHDF2 YWHAQ YWHAZ YY1 YY1AP1 ZBTB20 ZBTB21 ZBTB49 ZBTB9 ZC3H12A ZC3H6 ZC3H7A ZCCHC2 ZDHHC16 ZDHHC23 ZDHHC24 ZDHHC5 ZER1 ZFAND3 ZFAND3-DT ZFAND5 ZFAND6 ZFAS1 ZFAT ZFP36 ZFP91 ZFP91-CNTF ZFPL1 ZFX ZFX-AS1 ZGPAT ZIC2 ZMIZ1 ZMPSTE24 ZMPSTE24-DT ZNF131 ZNF142 ZNF143 ZNF160 ZNF18 ZNF195 ZNF205 ZNF213-AS1 ZNF268 ZNF277 ZNF280B ZNF280D ZNF326 ZNF34 ZNF367 ZNF436 ZNF436-AS1 ZNF449 ZNF451 ZNF503 ZNF503-AS2 ZNF627 ZNF639 ZNF688 ZNF695 ZNF696 ZNF75D ZNF76 ZNF79 ZNF823 ZNFX1 ZNRF2 ZNRF2P1 ZRANB3 ZSCAN21 ZSWIM6 ZXDB SIGMAR1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SIGMAR1_TARGET_GENES CARMIL2 CHRNB2 EEF1A1 EP300 GLRA1 HTR5A MAPK8IP2 MIR3677HG MIR7-3 MIR7-3HG MTCO3P12 PLSCR4 RNPS1 SCRT1 SNAP25-AS1 SIPA1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SIPA1_TARGET_GENES ACTRT3 ADAMTS6 ADTRP AFMID ALKBH3-AS1 AMBRA1 ANKRD37 ANXA2R API5 ARMC1 AVL9 BICRAL BLOC1S3 BMS1P1 BRD8 BTN2A1 BTN3A3 CACNA1A CCDC91 CCNF CDC25C CDH1 CEP97 CLK1 CLMP CLUAP1 CNBD1 COX6A1P2 CST8 CXCL8 CYB5A DENND3 DHX30 DMAC2L DRAIC DST EBLN3P EDA EIF4B EML2 ENSG00000230021 EYS FAM117A FAM53C FAT1 FEZ2 FUZ GLUD1P2 GRIK2 H2AC14 H2AC17 H2AC21 H2BC14 H2BC17 H2BC5 H3C12 HLA-E HMGN1P4 HMMR IK IL31RA ILF2 INPP5B-AS1 IQCH JPT1P1 KAT7 KCNJ1 KCNK2 KIF20A KLC4 LIN37 LINC00708 LINC01234 LINC01392 LINC01934 LINC02098 LYPLA2P2 MED19 MED25 MIR548AQ MMS19 MNS1 MOSPD3 MRPL2 MT-ND1 MT-TL1 MTCO3P12 MTF1 MTND5P11 NDUFA2 NDUFAF8 NEU1 NEURL1-AS1 NFU1 NGDN NNT NUDCD2 OPTN ORC1 PARP2 PDHX PFDN6 PGR-AS1 PI4KB PIK3C3 PLOD2 PPIAP52 PPP1R15A PQBP1 PRPF38A PTK2 RALGDS RCOR3 RGS20 RN7SL418P RNU6-821P RNU7-29P RPL23AP81 RPPH1 SCAT8 SIPA1 SLC12A8 SLFN12 TAS1R2 TAS1R3 TBCC TEPSIN TGFBI TGFBR1 TGIF2 TIMM17B TK1 TMX2 TNIP2 TOR2A TPX2 TRAPPC6A TRIM26 TTYH3 UBTD1 USF3 USP2 USP2-AS1 WDR46 ZNF225 ZNF225-AS1 ZNF430 ZNF776 ZNF850 SIRT3_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SIRT3_TARGET_GENES AGBL4-AS1 ARHGAP28 ASAP1 ATG7 ATP13A3 BCAR1 BVES CCDC57 CHL1-AS1 CSNK2B DAB2 DNM3OS FKBP4 GAL3ST1 GCC2 GPANK1 GPR75 GUSBP11 HMGN1P2 ILVBL INTS9 KPNA2P2 L3MBTL1 LINC00578 LINC00662 LINC02038 LINC02724 LOC124904381 MAP2K1 MIR1299 MIR199A2 MIR466 MIR6882 MRPL49 MTUS1 MYO1E NSL1 NSMF NUP98 PABPC1 PHKG1 POLR3GP2 PPP1R42 RGL4 RMDN1 RN7SKP293 RNA5SP46 RNU6-185P RPL9P3 SAMD4A SCNM1 SEC61A2 SLF2 SNX10 SNX11 TAFA2 TATDN3 TFRC TRAJ19 WIPF3 YWHAZ SIX1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SIX1_TARGET_GENES ABCA4 ACACB ACVR1 ACVR2A ACVRL1 ADCY5 ADD2 ADGRA2 ADPRHL1 AFAP1 AGPAT4 AKAP6 ALDH1A2 ALDH3A1 ALG10B ALG1L1P ANK3 ANKRD28 ANKRD6 ANO2 ANO3 AP2A2 AP3B2 ARFGAP1 ARHGAP15 ARHGAP24 ARHGEF7-IT1 ARL14 ARMC1 ARRB1 ARRDC4 ART5 ATL2 ATN1 ATP11A B3GALT5 B3GALT5-AS1 B4GALNT3 BACH2 BBS4 BLOC1S5 BLOC1S5-TXNDC5 BMPR1A BRD2 C11orf52 C15orf61 C1QTNF7 C1orf54 C2CD4A C4orf51 C5AR1 CABLES1 CADM1 CALM1 CAMTA1 CARF CARMIL1 CASC18 CASTOR3P CCDC8 CCNL2 CDH24 CDKAL1 CENPT CEP350 CHAF1A CHD8 CHRNA9 CIBAR1 CILP CLN8 CNIH3 CNIH3-AS2 CNKSR3 CNTNAP2 COL13A1 COL1A1 COL24A1 COL2A1 COL9A2 COPZ1 COQ5 CORO2A COX7A2L CPZ CRIP2 CTXND2 CXXC1 DAB2IP DCAF12 DDI2 DDX4 DEF6 DIAPH1 DLG5 DM1-AS DNAJC11 DOCK4 DOT1L DPP10 DZIP1L EFR3B EIF4H ELF3 ELF3-AS1 ELSPBP1 ENSG00000235480 ENSG00000258716 ENSG00000282012 EOLA2 EOLA2-DT EPB41L3 EPB41L5 EPHX1 ESPN ETFA ETV4 ETV6 EXPH5 EZH2 FAM107B FAM13A FAM240C FAM81A FANCG FARSB FBXW7 FGFR2 FIBIN FKBP14-AS1 FKBP1A FKBP2 FNBP4 FRAS1 FRMD4B FRMD6 FSD2 FTLP5 GABRB3 GALK2 GALNS GALNT16-AS1 GATM GBX1 GLI3 GLI4 GLTP GNAL GPAM GPC1 GPC1-AS1 GPER1 GPR146 GPR151 GRAMD1B GTPBP2 GZF1 H2AC16 H2BC16P HADHA HDAC1 HDAC11 HES6 HLA-DMA HOXA-AS3 HPGD HS1BP3 HSD17B14 HTR3A ICMT ICMT-DT IFITM1 IFITM2 IFITM3 IGF1R IGFBP5 IGFL4 IQCH-AS1 IQSEC3-AS2 ISCA2P1 ITPR1 KAZALD1 KIAA0319L KIF11 KRT18P12 KRT35 LAMP1 LARGE1 LARP1 LEF1 LEF1-AS1 LIFR LIMS2 LINC00687 LINC00903 LINC00923 LINC01332 LINC01571 LINC01645 LINC01708 LINC01765 LINC01775 LINC01915 LINC02303 LLGL2 LNCTSI LPIN1 LRRC17 LRRC27 LRRC30 LRRN4 LSM12 MAPK10 MAPK8IP1 MBD2 MC4R MEGF8 MEOX1 MEOX2 METTL2A MGC16275 MIAT MIR1273C MIR361 MIR3713 MPC2 MPDZ MPND MRPL20-AS1 MRPS9-AS1 MYH9 NADK2 NAV2 NCDN NDST2 NFE2 NFRKB NKAIN4 NKILA NOL4L NRP1 NSA2P4 NUP50 NUP50-DT NXN OAT OXGR1 P4HTM PARP1 PCBP3 PCCA PCCA-DT PDE11A PDIA5 PDYN-AS1 PFN2 PIGR PLEKHD1 PLXNB1 PMEPA1 POLR3C POU6F2-AS1 PPP1R21 PPP2R3B PPP3CB PPP3CB-AS1 PRELID3A PRKAG2 PRKAR1A PRKCE PRSS23-AS1 PSKH1 PSMA6P4 PSMB4 PTBP1 PTPRJ PXDNL RAB11FIP4 RAB6A RAPGEF3 RBM17 RBMS1 RDX REL REL-DT REST RGS17 RNA5SP384 RND2 RNU5E-9P RNU6-920P RPL21P92 RPL38 SART3 SASH1 SCAANT1 SCARB1 SEC14L1 SEMA3B SEMA3B-AS1 SEMA3C SEMA6D SEPTIN9 SERINC5 SHROOM3 SINHCAF SIX1 SIX2 SIX4 SLC11A2 SLC22A4 SLC39A3 SLC44A3 SLC48A1 SLC7A5P2 SLIT3-AS1 SMAD6 SMC4 SMG1P3 SPATA20 SPATA5L1 SPECC1P1 SRBD1 SREBF1 SSC4D ST8SIA4 STAP2 STAU1 STRADA STUM SULT1C2 SV2C SYTL2 TBC1D22A TCIM TENM2 TENM3 TFDP2 THAP11 TLDC2 TMC2 TMEM100 TMEM127 TMEM132A TMEM200C TMEM274P TNFAIP8L1 TP53 TPM1 TPRG1-AS1 TPT1 TPT1-AS1 TRAPPC2L TSHZ1 TTBK2 TTC24 TTYH2 UCHL1 UHRF1 UNC119 USP12 USP12-DT USP2 UST VPS37B WDFY3 WDR12 WRAP53 WT1 XPO6 YBX3 YPEL3 YPEL3-DT YTHDF2 ZC2HC1A ZMIZ1 ZNF175 ZNF331 ZNF496 ZNF736 ZNF738 SIX4_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SIX4_TARGET_GENES ADA ANK3 C2CD4A CABLES1 CASTOR3P CLIP1 CLTC CPSF4 DLG5 DSCAM-AS1 FBXW7 GPR146 GREB1L GSE1 GTPBP2 HSPBAP1 KCNG3 LRRC37A4P METTL2A OTUD5 OVOL2 PFN2 PKD1L2 PLXNB1 PPP4R3B PPP4R3B-DT PTCD1 PTPA RND2 S100A1 S100A13 SEMA3B SIX2 SLC11A2 SLC49A4 SMURF2 STAG2 TMPRSS4 USP2 ZFP36L1 ZFP64 ZNF862 SKIL_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SKIL_TARGET_GENES AAGAB AATBC ABCA6 ABCB10 ABCC1 ABHD16A ABHD2 ACAP3 ACHE ACKR3 ACOT8 ACOXL-AS1 ACP2 ACTR3 ACYP1 ADAM10 ADAM18 ADAP2 ADARB1 ADCY7 ADGRV1 ADNP ADORA2A ADPRS ADRM1 ADSS1 AGRN AHCTF1 AHCYL2 AHDC1 AHSA2P AIMP1 AIMP2 AJUBA AJUBA-DT AK2 AK4 AKAP8L AKIRIN1 AKNA AKR1B15 AKT1S1 ALDH4A1 ALG10B ALG2 ALG8 ALG9 ALG9-IT1 ALMS1 ALOX12-AS1 AMER1 AMN1 AMZ2P1 ANG ANKLE2 ANKMY2 ANKRA2 ANKRD11 ANKRD12 ANKRD13A ANKRD16 ANKRD31 ANKRD36 ANKRD36C ANKRD37 ANKRD46 ANKRD9 ANKZF1 ANP32E ANPEP AP1G1 AP2A2 AP2S1 AP3B2 AP3M2 AP4M1 APBA2 APBA3 APBB1 APOBEC3D APOL4 AQP10 ARAF ARF4P2 ARFGAP1 ARHGAP1 ARHGAP11B-DT ARHGAP17 ARHGAP22 ARHGAP45 ARHGEF10 ARHGEF11 ARHGEF16 ARHGEF40 ARID1A ARID1B ARID2 ARID5A ARID5B ARL1 ARL2 ARL2-SNX15 ARL5B ARL6IP5 ARMC10 ARMH3 ARMH4 ARNT ARPC4 ARPC4-TTLL3 ARPP19 ARRDC3 ARRDC3-AS1 ARSB ARTN ASAH1 ASAH1-AS1 ASB6 ASF1A ASH1L ASIC4 ASPSCR1 ASTN2 ATAD2 ATF6 ATF6-DT ATF7 ATF7-NPFF ATF7IP2 ATG101 ATG13 ATG4B ATG9A ATL1 ATMIN ATP13A1 ATP2C1 ATP5F1B ATP5F1D ATP6V0C ATP6V1A ATP8A1 ATP8A1-DT ATPSCKMT ATR ATRIP ATXN2L ATXN7L3-AS1 AUTS2 B3GALT4 B3GALT6 B4GAT1 B4GAT1-DT BAG5 BAIAP2L1 BAMBI BARHL1 BAZ1B BAZ2A BBC3 BBLN BCAP29 BCCIP BCKDK BCL2L13 BCL6 BFSP2 BHLHE40-AS1 BICD1 BICDL1 BIRC3 BLCAP BLTP3A BMF BOD1L1 BRD3OS BRD9 BRIX1 BRPF1 BRWD1 BRWD1-AS2 BTG2 BTG2-DT BUB1 BUD13 BUD13-DT BZW1 BZW2 C11orf24 C11orf68 C12orf4 C12orf42 C17orf75 C17orf99 C19orf25 C19orf48P C19orf53 C1orf159 C21orf62-AS1 C21orf91 C2orf42 C2orf69 C2orf88 C3orf33 C3orf86P C4orf47 C6orf226 C6orf52 C6orf62 C7orf25 C8orf82 C9 CA11 CACNA1A CACNA1C-IT1 CALM2 CALM3 CAMK2D CAND1 CASTOR3P CBFA2T2 CBFB CBL CBLN1 CBX3 CBX4 CBY1 CCAR2 CCDC107 CCDC144BP CCDC47 CCDC59 CCDC6 CCDC7 CCDC77 CCDC85A CCDC85C CCDC88A CCDC88B CCDC92 CCDC97 CCNB3 CCNE1 CCNI CCNL1 CCNT2 CCT3 CCT5 CD24 CD37 CD55 CD69 CD82 CD8A CDC25B CDC42BPA CDC42SE1 CDC45 CDC73 CDCA2 CDCA3 CDIP1 CDIPT CDIPTOSP CDK12 CDK4 CDK5R1 CDKAL1 CDKL3 CDKN2C CDON CEACAM7 CEBPA CEBPA-DT CELF1 CELF3 CENPE CENPF CENPJ CENPK CENPN CENPN-AS1 CENPP CENPS CENPS-CORT CEP128 CEP164 CEP44 CEP95 CFAP20 CFAP221 CFAP410 CFAP69P1 CFAP97 CFL1 CFLAR CFLAR-AS1 CGB2 CGB7 CGGBP1 CHAF1A CHASERR CHCHD2P1 CHMP1B CHMP6 CHMP7 CHPF CHST11 CHST12 CHSY1 CIDECP1 CISH CKB CLASP1-AS1 CLCNKB CLEC17A CLIC5 CLN3 CLN6 CLPP CLTB CLUAP1 CMC2 CMSS1 CNN2 CNOT10 CNOT11 COA1 COA8 COMMD6 COPS4 COPS8 COPS8-DT COQ2 CORO1A CORO6 COX20P2 COX5A CPEB4 CPLANE2 CPLX1 CPNE2 CPNE2-DT CPSF2 CPSF4 CPT1B CRACR2B CRADD CREB3L3 CREBRF CREG1 CREM CRK CRLF2 CROCCP2 CSMD1 CSNK1G2 CSNK2A1 CSTF2T CTCF CTCF-DT CTNNB1 CTSA CTTN CTTNBP2 CTU2 CUL1 CUTA CWC27 CWF19L1 CXCR3 CXXC4-AS1 CXXC5 CYP17A1 CYP20A1 CYP51A1 CYP51A1-AS1 CYS1 CYTH2 DAB1 DAB2 DANCR DAO DAP3 DAPK2 DCAF5 DCBLD2 DCLRE1A DCP1B DCTD DCTN4 DCTN6 DCTN6-DT DCUN1D2 DCUN1D3 DCUN1D4 DDHD2 DDIT4 DDX11L10 DDX18 DDX42 DDX5 DDX51 DDX59 DENND4A DEPDC1 DERL2 DESI1 DGAT2 DGAT2-DT DGKQ DHPS DHRS12 DHRS13 DHRSX DHTKD1 DHX30 DIP2C DIS3L DISP3 DIXDC1 DLC1 DLGAP1-AS1 DLST DMGDH DNAAF1 DNAAF10 DNAAF3 DNAH14 DNAJB1 DNAJB2 DNAJB6 DNAJC2 DNAJC6 DNASE1 DNM1 DNM2 DNMT1 DNPH1 DOC2A DOHH DPM1 DPP9 DPY19L1 DRAM1 DRAP1 DRC3 DUSP1 DUSP16 DUT DUT-AS1 DVL1 DYNLL1 DYRK1A DYRK3 DYRK3-AS1 EARS2 EED EEF1D EFCAB7 EFNA4 EFNA4-EFNA3 EFNA5 EGLN3 EGR2 EI24 EIF2AK3 EIF2AK3-DT EIF2D EIF2S3 EIF3B EIF3F EIF4A2 EIF4ENIF1 EIF4H ELF1 ELK4 ELL2 ELL3 ELMO2 ELOVL1 ELOVL6 EMC10 EMC4 ENAM ENO3 ENSG00000187951 ENSG00000207002 ENSG00000228463 ENSG00000232995 ENSG00000233230 ENSG00000235978 ENSG00000254718 ENSG00000255367 ENSG00000261335 ENSG00000265222 ENSG00000267448 ENSG00000268403 ENSG00000268650 ENSG00000268655 ENSG00000275765 EP400 EPB41L4A-AS1 EPC2 EPDR1 EPS15 EPS15-AS1 EPS8L2 ERCC1 ERI2 ERI3 ERVK13-1 ESCO1 ESYT1 ETV2 EVI5L EWSR1 EXOC2 EXOC3L1 EXOC7 EXOSC10 EXOSC3 EXTL3 FAAP20 FABP5P5 FAF1 FAM110A FAM111A FAM117A FAM156A FAM168B FAM177A1 FAM184A FAM21FP FAM222A FAM227A FAM241B FAM53A FAM78A FBH1 FBRS FBXL13 FBXL16 FBXO24 FBXO25 FBXO33 FBXO34 FBXO34-AS1 FBXO44 FBXO8 FBXW7 FCER2 FCHO1 FCHSD2 FCSK FER1L4 FGD5-AS1 FGD6 FGFR2 FHIP2B FKBP5 FKBP8 FLAD1 FLCN FLI1 FLT3LG FNBP1P1 FOS FOXA1 FOXK2 FRA10AC1 FRG1 FRG1-DT FRG1HP FRMD6 FRYL FSD1L FSD2 FSTL3 FUS FXR2 G3BP1 GAB1 GAB2 GABARAP GABPB2 GALNT2 GAREM1 GARIN5A GASAL1 GATAD2A GBA1 GBP4 GCGR GCLM GCN1 GCNT1 GDF15 GDI1 GDNF-AS1 GET3 GET4 GFI1B GGA2 GGA3 GIPC1 GLCCI1 GLI1 GMDS GMDS-DT GNA13 GNB1 GNB1-DT GNB2 GNG4 GNL3L GNPTG GOLGA3 GOLGA8A GORASP1 GORASP2 GPALPP1 GPAT4 GPAT4-AS1 GPATCH2 GPBP1 GPNMB GPR107 GPR108 GPR132 GPR141 GPR146 GPR18 GPR89A GRHL3 GRHL3-AS1 GRSF1 GSDMD GSTP1 GTF2A1 GTF2A1-AS1 GTF2H4 GZF1 H1-10 H2AC13 H2AC14 H2AX H2AZ1-DT H2AZ2 H2AZ2-DT H2BC13 H2BC14 H3-3A-DT H4C11 H4C12 H4C3 H4C4 H4C5 H4C8 HABP4 HARBI1 HAUS8 HDAC2 HDAC2-AS2 HDAC5 HDAC6 HDGFL2 HECW2 HEMK1 HERPUD2 HERPUD2-AS1 HEXIM1 HEYL HIBADH HIF1A HIGD1AP5 HINT3 HIP1 HIVEP3 HLA-DMB HMBOX1 HMBS HMGA1 HMGB1 HMGN1 HMGN2 HNRNPA2B1 HNRNPC HNRNPF HNRNPUL1 HOOK2 HPN HS6ST1 HSD17B14 HSDL1 HSF4 HSPB1 HSPD1 HSPE1 HSPE1-MOB4 HTR5A HYAL2 HYCC2 IBA57 IBA57-DT ICMT ICMT-DT ID2 ID2-AS1 IDUA IFI44L IFT27 IFT52 IGF1R IGHM IKZF4 IL13RA1 IL16 IL1R1 IL21R IL4I1 IL6R-AS1 IL9R IL9RP3 ILF3 ILF3-DT ILKAP IMMP1LP1 INAVA INO80 INPP5A INSIG1 INSIG1-DT INTS1 INTS10 INTS5 INTS9 INTU IPO13 IPO9 IPO9-AS1 IQCD IQCG IQCH IQUB IRAG2 IRF2BP2 ISG20 ISLR2 ISY1 ISY1-RAB43 ITFG1-AS1 ITGA9-AS1 ITGB3BP ITGB7 ITIH1 ITSN2 IVD IVNS1ABP JAG2 JMJD1C JMY JPT2 JPX JRK KANSL1 KANSL3 KAT14 KAT5 KAT6B KATNB1 KATNBL1 KBTBD2 KBTBD4 KCNAB2 KCNB1 KCNC3 KCNH1 KCNH1-IT1 KCNH2 KCNT1 KCTD1 KCTD10 KCTD18 KCTD20 KCTD9 KDM1A KDM3A KDM4B KDM5A KDM5C KDM7A KDM7A-DT KEAP1 KHSRP KIAA1328 KIF13A KIF26B KIF2A KIF9 KLF11 KLF13 KLHDC10 KLHDC2 KLHDC8B KLHDC9 KLHL18 KLK2 KLLN KMT2A KMT5B KPTN KRAS KRBA1 KRT8 KTN1 KTN1-AS1 LAIR1 LAMP1 LANCL2 LARP4 LDC1P LDLRAD4 LEO1 LGALS14 LGALS3BP LIMD1-AS1 LIN54 LIN7B LIN9 LINC00240 LINC00431 LINC00475 LINC00511 LINC00544 LINC00609 LINC00620 LINC00881 LINC00910 LINC00938 LINC00963 LINC00973 LINC01003 LINC01347 LINC01348 LINC01358 LINC01409 LINC01480 LINC01521 LINC01623 LINC01624 LINC01629 LINC01920 LINC01962 LINC02028 LINC02051 LINC02086 LINC02168 LINC02174 LINC02340 LINC02363 LINC02404 LINC02593 LINC02642 LINC02773 LINC02901 LINC02918 LINC02984 LINC03049 LINC03072 LL22NC03-63E9.3 LMAN2 LMBR1 LMBR1L LMNA LMNB2 LNC-LBCS LNCOC1 LNCRNA-IUR LNCTSI LOC124905170 LPCAT3 LPGAT1 LPGAT1-AS1 LRCH4 LRIG1 LRP12 LRP2BP LRP3 LRP6 LRPPRC LRRC41 LRRC71 LRRFIP1P1 LSG1 LSM12 LSP1 LSR LTA4H LTBP3 LTBP4 LUC7L LY9 LYL1 LYPLAL1 LYPLAL1-DT LYRM1 LZTFL1 MACORIS MACROH2A1 MAD1L1 MADCAM1 MADD MAF1 MAIP1 MAML3 MAN2A1 MAN2A1-DT MANF MAOA MAP2K2 MAP2K3 MAP3K20 MAP3K4 MAP4K4 MAP4K5 MAP7-AS1 MAPK1 MAPK6 MAPK6-DT MAPK8IP3 MAPKAPK3 MAPKAPK5 MAPKAPK5-AS1 MARCHF2 MARCHF9 MAST1 MAT2A MBOAT2 MBTD1 MCM5 MCM7 MCM9 MCRIP2 MDC1 MDK MDM2 MED13 MED16 MEF2A MEF2C MEIS2 MEMO1 METTL25 METTL26 METTL7B MEX3B MGAT1 MGRN1 MIA2 MIA2-AS1 MICAL1 MICAL3 MICOS10 MICOS10-DT MICOS10-NBL1 MICU2 MIPOL1 MIR1208 MIR1302-3 MIR29B2CHG MIR3189 MIR3613 MIR3677HG MIR378A MIR378D2HG MIR3928 MIR4435-2HG MIR4449 MIR4453HG MIR4479 MIR4487 MIR4645 MIR4674 MIR4757 MIR5091 MIR5194 MIR548AW MIR548K MIR638 MIR6815 MIR6821 MIR7-3 MIR7-3HG MIR7155 MIS12 MIS18BP1 MLEC MLF1 MLF1-DT MND1P1 MNT MNX1 MNX1-AS1 MOB3A MOB4 MOCS3 MORN1 MPDZ MPLKIP MRNIP-DT MRPL13 MRPL38 MRPL39 MRPL44 MRPL46 MRPL54 MRPS11 MRPS23 MRPS7 MRTFA MSL3 MSL3-DT MST1P2 MST1R MTBP MTCH1 MTERF3 MTG1 MTHFD1L MTIF2 MTMR12 MTMR14 MTO1 MTPAP MTX2 MUC20-OT1 MYADM MYL11 MYL12-AS1 MYL12A MYL12B MYNN MYO15B MYO16 MYO9A MYO9B NAA50 NAB2 NACC1 NAIF1 NALT1 NAPA-AS1 NAPEPLD NAT10 NAV2 NBPF15 NBPF25P NBPF9 NCLN NCOA3 NDC1 NDRG1 NDST2 NDUFA11 NDUFA5P11 NDUFAB1 NDUFAF1 NDUFAF8 NDUFB1 NDUFB3 NDUFS3 NDUFS7 NDUFV2-AS1 NEAT1 NECAB3 NECTIN1 NECTIN1-DT NEK6 NEMP1 NEMP2 NEMP2-DT NEU4 NEURL2 NFAT5 NFATC1 NFE2 NFIC NFKB2 NFKBIA NHLRC2 NIF3L1 NINJ2-AS1 NKAIN4 NKAPD1 NKILA NLK NMT2 NMUR1 NOC4L NOL8 NOP10 NOTCH1 NOTCH2NLA NOTUM NPTXR NR1D2 NR1H3 NR2C2 NR2F6 NR6A1 NRAV NRF1 NSD2 NSG2 NSMAF NSMCE3 NSUN4 NSUN6 NTMT1 NUBP1 NUDT3 NUDT9 NUF2 NUFIP1 NUMB NUP153-AS1 NUP54 NUP85 NUTF2 NUTM1 NXF1 NXT2 NYAP1 OASL OBSCN-AS1 OCEL1 ODF2 OGT OLA1 OLFM2 OMA1 ORAI1 OSBPL9 OTUD4 OTUD5 OXR1 OXR1-AS1 PABPN1 PADI1 PAFAH1B1 PAK1 PAK1IP1 PANK3 PARD6B PARP1 PARP12 PARVB PATZ1 PAXBP1 PAXIP1 PAXIP1-DT PAXX PCAT6 PCAT7 PCBD2 PCBP2 PCED1B PCNX2 PCOLCE PCOLCE-AS1 PCSK7 PCSK9 PCTP PDCD1 PDE2A PDE2A-AS1 PDE4A PDK4-AS1 PDP1 PDPR2P PDXDC1 PDXDC2P PDXDC2P-NPIPB14P PDXK PEAK1 PELI3 PER3 PET100 PET117 PEX1 PEX13 PFDN4 PFKFB3 PGD PHF19 PHF24 PHLPP2 PHPT1 PHRF1 PHTF2 PI4KA PICALM PICK1 PIEZO1 PIGP PIGT PIGZ PIH1D2 PIK3AP1 PIK3CB PIK3IP1 PIK3R1 PIK3R3 PIM1 PIM3 PIP4K2B PIP5K1B PIP5KL1 PIPOX PITX1 PKIA PKN3 PKNOX1 PLCG1 PLCL2-AS1 PLEC PLEKHA1 PLEKHB2 PLEKHG1 PLEKHG2 PLEKHG4 PLEKHG5 PLEKHJ1 PLLP PLXDC1 PLXNB2 PMEL PMEPA1 PMS2 PMVK PNN PNO1 PNPLA7 POC1B POC1B-GALNT4 POGK POGZ POLR1A POLR1G POLR2A POLR2J3 POLR2J4 POLR3E POM121 POMZP3 POP4 POR PPEF1 PPFIA1 PPFIA3 PPFIBP2 PPIA PPIL3 PPM1A PPM1F PPM1H PPM1L PPM1L-DT PPP1CA PPP1R13L PPP1R37 PPP1R9B PPP2R3B PPP3CA PPP3R1 PPP5D1P PPP6C PPP6R3 PPWD1 PRAME PRC1 PRDM1 PRDM10 PRDM10-DT PRDM4 PRDX2 PRDX5 PRELID3A PRKAB2 PRKCH PRKCI PRMT1 PRMT3 PRMT5 PRMT5-DT PRPSAP1 PRR3P1 PSCA PSEN2 PSIP1 PSMA7 PSMB9 PSMC2 PSMC3 PSMC3IP PSMD13 PSMD3 PSTK PTCD1 PTCD3 PTDSS1 PTEN PTK2 PTMA PTOV1 PTPA PTPDC1 PTPN11P3 PTPN18 PUM3 PURB PURPL PUS10 PUSL1 PWWP2A PXK PXT1 PYGO2 QRICH1 QSER1 RAB11A RAB11FIP3 RAB28 RAB30 RAB33A RAB39A RAB3A RAB4B RAB4B-EGLN2 RAB5B RAB6A RAD1 RAD51AP1 RAD9A RAI1 RAI14 RALGDS RANBP9 RAP2A RARA RBBP5 RBM38 RBM48 RBM6 RBPJ RCAN1 RCC1L RCE1 RCL1 RCOR1 RDX RECQL5 RELN RELT REPIN1 RER1 RERE REV1 REV3L REXO1 REXO4 RFLNA RFX1 RFX2 RFX7 RGS1 RGS3 RGS5 RHBDD3 RHBDF1 RHBDF2 RHBDL3 RHOBTB3 RHOC RHOH RHOT2 RHPN2 RIN1 RIN3 RIPK2 RIPK2-DT RLIM RMI2 RMND5A RMRP RN7SKP127 RN7SKP165 RN7SKP175 RN7SL1 RN7SL784P RNA5SP152 RNA5SP168 RNA5SP200 RNA5SP324 RNA5SP493 RNASE4 RNASEK RNASEK-C17orf49 RNF103 RNF103-CHMP3 RNF11 RNF135 RNF166 RNF168 RNF185 RNF213 RNF214 RNF216 RNF217 RNF32 RNF38 RNFT1 RNFT1-DT RNFT2 RNPS1 RNU1-19P RNU12 RNU2-17P RNU4ATAC RNU5A-1 RNU5B-1 RNU5B-4P RNU5D-1 RNU5E-4P RNU6-1013P RNU6-2 RNU6-230P RNU6-841P RNU6-9 RNVU1-15 RNVU1-26 RNVU1-31 RNY3 ROBO1 RPL10A RPL12P28 RPL21 RPL22 RPL23AP82 RPL27 RPL35A RPL37 RPL41 RPL7AP60 RPRD1B RPS14 RPS15AP29 RPS18 RPS24 RPS26 RPS27L RPS29 RPS3A RPS6KA1 RPS7 RRAGB RRAGC RRAGC-DT RRAS2 RRM2B RSAD1 RSL24D1P11 RSRC1 RTN4R RTTN RUNX1 RUSC2 RWDD1 S100A11 SAAL1 SACM1L SAE1 SAMD11 SAMD4B SAR1B SARAF SART3 SAYSD1 SBNO1 SCAF8 SCAND3 SCAT1 SCRIB SDF4 SDHAP4 SEC16A SEC22A SEC22B SEC24B SEC24B-AS1 SEC31A SEC61B SELENOS SELENOW SEMA6A SEMA7A SEPHS1 SEPTIN2 SEPTIN5 SEPTIN6 SERPINB1 SESN3 SET SETD1A SETD5 SF3A2 SF3A3 SFSWAP SGMS1 SGMS1-AS1 SGO2 SGPL1 SH2B1 SH3BP5 SHARPIN SHB SHOX2 SIGLEC14 SIGLEC5 SIK2 SIPA1 SIPA1L1 SIRT1 SIRT3 SKIL SLC12A8 SLC1A4 SLC25A22 SLC25A25 SLC25A4 SLC25A42 SLC25A45 SLC25A46 SLC25A6 SLC26A11 SLC29A1 SLC2A5 SLC2A8 SLC2A9 SLC35C2 SLC35E2A SLC35E2B SLC35F2 SLC38A2 SLC38A2-AS1 SLC44A1 SLC4A1AP SLC7A5P2 SLC9A1 SLC9A6 SLCO4A1-AS2 SLK SLX4 SMAD3 SMAD3-DT SMAD6 SMAD7 SMARCA2 SMARCAD1 SMARCAD1-DT SMARCD2 SMARCD3 SMARCE1 SMC3 SMG1P3 SMG6 SMG8 SMURF2 SMYD2 SNAP29 SNHG17 SNHG25 SNHG29 SNHG32 SNHG7 SNORA13 SNORA26 SNORA50C SNORD104 SNORD48 SNORD49B SNRNP35 SNRPE SNX12 SNX19 SNX25 SNX8 SOCS2 SOGA1 SP1 SP2 SP2-DT SPATA17 SPATA4 SPATS2 SPCS2 SPDYE1-AS1 SPG7 SPHK1 SPIDR SPIN2B SPIRE2 SPOPL SPOPL-DT SPPL3 SPRED2 SPRING1 SPRYD4 SPTSSA SRA1 SRCIN1 SREBF1 SREK1IP1 SRF SRFBP1 SRPK2 SRRM1 SRSF9 SS18 SS18L1 SSH1 SSR4P1 ST20 ST6GAL1 ST7 ST7-OT4 STAG3 STAG3L3 STAM2 STEEP1 STIM2 STIM2-AS1 STK10 STK25 STK35 STKLD1 STPG1 STT3A STX11 SUGCT SUMO3 SUPT7L SUPV3L1 SURF4 SYN1 SYNE2 SYT7 SYT9-AS1 TACSTD2 TADA3 TAF15 TALDO1 TAMALIN TANGO2 TAP1 TAP2 TARDBP TARS2 TARS3 TASL TAX1BP1 TBC1D10B TBC1D13 TBC1D17 TBC1D2 TBC1D24 TBC1D4 TBC1D8 TBCK TBL3 TCAF1 TCAM1P TCEAL1 TCERG1 TCF3 TCF4 TCF7 TCHP TCP11L2 TEAD1 TECPR1 TENT2 TENT4A TEPSIN TET3 TEX10 TEX2 TEX45 TEX9 TFAP2A TFDP1 TFEB TFRC TG TGM5 TH2LCRR THADA THAP4 THAP9 THAP9-AS1 THEM6 THUMPD3-AS1 TIA1 TIGD5 TIMM13 TJP3 TK2 TLCD2 TLCD4 TLCD4-RWDD3 TLR1 TLR5 TMA16 TMBIM1 TMC7 TMCC1 TMCC1-DT TMCO3 TMEM117 TMEM121 TMEM156 TMEM160 TMEM198 TMEM219 TMEM243 TMEM248 TMEM250 TMEM259 TMEM260 TMEM37 TMEM60 TMEM87B TMEM91 TMPO-AS1 TNC TNFAIP3 TNFAIP8L1 TNFRSF10B TNFRSF13C TNFRSF17 TNFRSF1B TNFSF14 TNIP2 TNNT1 TNPO1 TNRC6A TOM1L2 TOP2A TOP2B TOR1AIP1 TOR1B TPBG TPGS2 TPM1 TPRN TPT1 TPT1-AS1 TPTEP1 TRAF2 TRAF3IP2-AS1 TRAM2 TRAM2-AS1 TRAPPC10 TRAPPC5 TRG-AS1 TRGV3 TRGV6 TRGVB TRIB1 TRIB3 TRIM11 TRIM13 TRIM32 TRIM44 TRIM69 TRIM7-AS2 TRIP10 TRIP13 TRIP4 TRMT1 TRMT112 TRPC4AP TSACC TSC1 TSC22D1 TSC22D3 TSHZ1 TSKU TSKU-AS1 TSNARE1 TSR3 TTC22 TTLL7 TTN-AS1 TUBB2A TWSG1 TWSG1-DT TXNIP TYW5 U2SURP UACA UBA1 UBALD2 UBB UBE2A UBE2B UBE2I UBE2O UBE2V1P4 UBE2V2 UBE2Z UBE3B UBFD1 UBIAD1 UBL4A UBTF UCHL3 UFD1 UFSP2 UGCG UIMC1 ULK4 UPP1 UQCC6 UQCRC2 UQCRH UROS USF1 USP14 USP22 USP42 USP5 USP9X USPL1 UST-AS2 UTP15 UTP18 UTP3 VARS1 VARS2 VAT1 VCP VDAC1 VDAC2 VDR VEZT VLDLR-AS1 VMAC VMP1 VNN2 VPS13B VPS13B-DT VPS37B VPS37D VPS51 VPS52 VSIG10L VSIG10L-AS1 VTI1A VTRNA1-1 VTRNA1-2 VTRNA1-3 VWA7 WARS2-AS1 WASF2 WASH3P WASHC2C WASL WASL-DT WBP4 WDFY4 WDR36 WDR6 WDR83 WDR83OS WDTC1 WDTC1-DT WIPF1 WNT10A WRAP53 WRNIP1 WSCD2 WWC2-AS1 WWOX XAB2 XKR9 XPC-AS1 XPO7 XRRA1 XXYLT1 XYLB YJU2 YJU2B YPEL1 YPEL5 YTHDF2 YWHABP2 YY1AP1 ZBTB20 ZBTB21 ZBTB4 ZBTB45 ZC2HC1A ZC2HC1C ZC3H12A ZC3H12A-DT ZC3H3 ZC3H6 ZCCHC2 ZCCHC24 ZDHHC2 ZDHHC6 ZER1 ZFAND3 ZFAND3-DT ZFP3-DT ZFP64 ZFR ZFX ZFX-AS1 ZFYVE9 ZKSCAN2 ZMAT1 ZMIZ2 ZMPSTE24 ZMPSTE24-DT ZNF10 ZNF131 ZNF141 ZNF143 ZNF148 ZNF165 ZNF212 ZNF219 ZNF223 ZNF282 ZNF300 ZNF335 ZNF354A ZNF391 ZNF395 ZNF408 ZNF488 ZNF513 ZNF521 ZNF580 ZNF581 ZNF609 ZNF639 ZNF654 ZNF664 ZNF687 ZNF687-AS1 ZNF689 ZNF697 ZNF710 ZNF76 ZNF77 ZNF775 ZNF778 ZNF786 ZNF815P ZNF821 ZNF836 ZNF839 ZNF84 ZNF84-DT ZNF891 ZNF892 ZNRF1 ZSWIM1 ZSWIM3 ZXDC SKP2_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SKP2_TARGET_GENES AHNAK ATXN2L B4GALNT3 BCL7C BLM C10orf90 C1orf43 C3orf70 CLK2 COL5A1-AS1 COPS9 CPLX1 CRY1 CTF1 CTTN-DT DPF2 ENPP6 FAM3D GABBR1 GLRA1 GPBAR1 ITIH1 KASH5 LINC00922 LINC01238 LINC01613 LINC02846 MIR141 MIR200C MIR200CHG MIR342 MKLN1 NOP53-AS1 NUDT5 OACYLP PALM3 PCBP1-AS1 PHF19 PIANP RN7SKP291 RN7SL443P RNF222 RSPO4 SCAP SCRT2 SLC14A1 SLC26A6 SLC7A8 SNORD118 SPAG7 STXBP2 TCP10L2 TM4SF1 TM4SF1-AS1 TMCO5A TMEM108 TMEM79 TTLL8 TTYH1 UBAP2L UTP6 XG YIF1B ZNF146 ZNF331 ZNF446 ZNF540 ZNF565 ZNF571 ZNF655 SMARCA1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMARCA1_TARGET_GENES ACADVL ACSF3 ADAP1 ADAT2 ALG10B ARID4A ARMH4 ARPC1B ARRDC4 BMPR1A BOLA1 BSX CAPNS1 CASQ2 CCDC183-AS1 CD276 CHASERR CHTF18 CITED2 CNPPD1 COG1 COL3A1 CUX1 CYP4F11 DDB1 DEPDC1B DIPK2A DNAJB11 DNM2 DOP1B DUSP14 EBLN3P EHMT1 ENSG00000215838 ENSG00000230021 EPHB4 ERICH6 FAM66B FEM1B FGD6 FOXD3 FOXD3-AS1 FOXN3 H2AC15 H2AC21 H2BC15 H4C16 H4C2 H4C3 H4C5 HERC5 HSPD1 HSPE1 HSPE1-MOB4 HSPH1 IDH3A IQGAP2 KANSL1 KANSL1-AS1 KLC2 KLF11 KLHL12 KLK2 LINC01596 LRGUK MAF1 MAFB MAP3K6 MAP4K2 MAP7 MED28-DT MIR4477A MIR638 MT-ND4 MT-ND4L MT-ND5 MT-TR MTCO3P12 N4BP3 NAALADL2 NGDN NUDT9 OR2A1-AS1 ORC5 P4HB PAX6 PCDHB15 PEX3 PHPT1 PLGRKT POU1F1 PPARD PRKAA1 PSMA3-AS1 RAD9B RETREG2 RFX1 RHPN1 RNF121 RNF43 RNY1P11 RPUSD1 SHARPIN SLC25A23 SLC41A2 SLC43A2 SMAD2 SMARCC1 SNX14 SNX29 SOCS2 SSX2IP STAT6 STIP1 STX16 STX16-NPEPL1 TACC1 TACO1 TADA2A TBX3 TIMP2 TMEM121 TMEM184B-AS1 TOB2 TRIM21 TTC39A TUBB4B TXNIP UIMC1 VEZT VGLL4 VPS29 VWA8-AS1 WWP1P1 XNDC1N YWHAZ ZNF252P ZNF664 SMCHD1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMCHD1_TARGET_GENES ALG1 ALG10B ASTN1 AUNIP BLOC1S1 BNIP3P8 CEP170 CNTN3 CTSA CXCL12 ENSG00000253593 ENSG00000256286 FAM21FP FRG1EP GAS1RR GLCCI1 GNPTG HTR1A INTS2 ITGA7 LAMP1 LERFS LINC01570 LINC01571 LINC01596 LINC02372 LINC02684 LINC02888 LRIF1 METTL15 MIR5002 MT-CYB MT-ND6 MT-RNR1 MT-TE MT-TF MT-TP MT-TT MTCO3P12 NAGPA NBPF1 NEURL2 OR2A1-AS1 PCP4 PMS2CL POTEH RABGGTB RN7SKP26 RNA5S17 RNA5SP60 RNU6-1 ROCK1P1 RPL7AP39 RPL7L1 RPS23P5 SLC14A2 SLCO3A1 SNRPD2P2 SPOCK1 TMEM68 TRAV10 TRAV13-1 TRAV5 TRGV5P TSR3 UQCRBP2 USH2A USP17L18 WASH3P WASHC2C XKR4-AS1 ZNF521 ZNF572 SMN1_SMN2_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMN1_SMN2_TARGET_GENES AARSD1 ABCA2 ABCA4 ABCB9 ABCC10 ABCC11 ABHD1 ABR ACAA2 ACACA ACAD9 ACHE ACOT7 ACTMAP ACTN2 ADAM11 ADAM30 ADAMTS6 ADD1 ADORA2A ADRA2A AFTPH AGPAT4 AHR AKAP4 AKR1B1P7 AKT2 ALAS1 ALKBH5 ALS2CL ANK2 ANKRD13A ANKRD16 ANKRD26 ANKRD28 ANKRD34B ANO10 ANXA4 AOAH AP1B1P1 AP1M2P1 AP5S1 APP ARHGAP15-AS1 ARHGAP26 ARID4B ARL16 ARPC2 ARRB1 ATF7IP2 ATG7 ATP1A4 ATP5MFP1 ATP7B ATP9B ATXN2 AZIN2 B2M B4GAT1 B4GAT1-DT BABAM1 BACE1 BACH1-IT2 BANF1 BCAS3 BDKRB2 BDNF BEND6 BEST1 BLVRB BMP1 BMS1P1 BNIPL BORCS5 BRAP BRCA2 BUD31 BVES C11orf58 C16orf92 C19orf47 C1orf232 C4orf47 C5orf58 C7 CA7 CABP1-DT CABYR CACNA2D1 CADM3 CALML6 CAMTA1 CAPG CARS2 CASC2 CASKIN2 CBX5 CC2D1B CC2D2B CCDC185 CCN6 CCND2 CCNE1 CCNL1 CCR5AS CCRL2 CD164 CD27 CD2AP CD2BP2-DT CD46P1 CD63 CD84 CDC42 CDIP1 CDK2AP1 CDK5RAP2 CDON CEACAM4 CEACAM6 CEP44 CERK CFAP119 CFAP298 CFAP97P1 CGRRF1 CHCT1 CHFR CHMP6 CHORDC1P4 CHUK CIB2 CIDEA CLDN14 CLEC16A CLEC1A CLIC5 CLYBL CNIH3 CNNM1 CNOT8 COL16A1 COL24A1 COPS7B COQ8B COX11P1 CPAMD8 CPD CPSF3 CPVL-AS2 CR1L CRAT CREB3 CREBBP CREBRF CSF2RA CSNK1G1 CSPG4 CT62 CTBP2 CTHRC1P1 CTNNA1 CTPS1 CTSB CTSS CTTNBP2NL CUZD1 CXXC5 CYBC1 CYLD-AS1 CYP2AC1P CYP2C8 CYP2E1 CYTH1 DAAM2 DAAM2-AS1 DBNL DCD DCHS2 DCTN4 DDX39B DDX3P2 DEGS2 DENND3 DGKA DHX38 DLG1 DLGAP1-AS3 DMPK DNAH14 DNAJA1 DNAJB6 DNAJC16 DNAJC8 DNM1 DNM3 DNMT1 DOC2A DOCK5 DPEP1 DPF1 DPH7 DPP8 DPPA3P3 DQX1 DRAIC DSG4 DST DTNBP1 DYNC1I1 DYNC1LI2 DYNLT2 DYRK2 EAF1-AS1 EDRF1-DT EGFL8 EGFLAM-AS2 EGLN2 EHMT2 EIF1AD EIF3K EIF4B ELF3-AS1 ELMOD2 ELOCP18 ELOVL6 EMD EML2 ENO1 ENSG00000204117 ENSG00000207502 ENSG00000230021 ENSG00000230190 ENSG00000230615 ENSG00000235189 ENSG00000252404 ENSG00000260378 ENSG00000260660 ENSG00000261924 ENSG00000262231 EPN2 ERCC6 ERICH3 EVI5L EXOC4 EXOC5P1 EXOSC2 FABP5P5 FAM104B FAM114A2 FAM180B FAM183BP FAM184A FAM204A FAM215A FAM230G FAM3B FAM81A FBL FBLL1 FBXO17 FCGBP FCGR2A FCHO1 FCSK FEM1B FGF11 FLII FLNA FMR1 FMR1-IT1 FNDC11 FOXP1 FRG1HP FRMPD3-AS1 FTCD FUS FUT6 GABARAPL3 GALNT12 GAS2L3 GATAD2B GCNT3 GFRA3 GIPR GJC3 GLUD1P2 GMEB2 GNAS GNG4 GNLY GON4L GP6-AS1 GPC5-AS1 GPC5-IT1 GPCPD1 GPHB5 GPI GPR162 GPR183 GPSM2 GRAMD2A GRB7 GSG1L GSK3A GTPBP2 GUSBP18 H1-5 HAUS5 HDAC8 HDDC2 HEPH HEXD HGS HIGD1C HMCN1 HMGN2P46 HNRNPA1P18 HNRNPA3P3 HNRNPDP2 HNRNPH1 HNRNPH3 HNRNPL HNRNPR HR HRG-AS1 HSF5 HSH2D HYCC2 ICMT-DT IDE IFNA4 IGDCC4 IGF2R IGHV3-30-2 IGHVII-28-1 IGHVII-44-2 IGLV2-33 IGLVVI-22-1 IL13RA2 IL24 IL31RA INO80D-AS1 IPPK IQCH-AS1 IRF5 ITGAL ITGB2 ITGB3BP ITGB4 KALRN KCTD15 KDM2B KDM3A KEAP1 KLC1 KLC4 KLHL31 KLK1 KLRB1 KPNA3 KPNA4P1 KPNB1 KRT15 KRT17 KRT18P60 KRT222 KRT7 KRTAP9-6 LAMTOR3P1 LAT LDLRAD4 LGALS3BP LGI4 LINC00184 LINC00343 LINC00461 LINC00534 LINC00665 LINC00690 LINC00886 LINC00910 LINC01344 LINC01485 LINC01614 LINC01623 LINC01794 LINC01803 LINC01879 LINC01886 LINC01999 LINC02036 LINC02243 LINC02254 LINC02312 LINC02384 LINC02426 LINC02529 LINC02537 LINGO1 LIPG LMBR1 LMO3 LNCPOIR LOC124901509 LOH12CR2 LONRF1 LRRC23 LRRC34 LRRC37A16P LRRC75A LTBP2 LTBP4 MACF1 MAD2L1BP MAN2A2 MAP3K10 MAP3K21 MAP3K5-AS1 MAP3K7CL MAP4K1 MAP4K5 MAPT MAZ MCRS1 MDC1 MDM2 MED15 MED18 MEF2A MEF2C-AS1 METAP1D METTL15 METTL17 MFSD5 MGAT5 MICAL3 MIPEPP3 MIR1268A MIR1271 MIR1321 MIR300 MIR302A MIR302C MIR302CHG MIR302D MIR3153 MIR3173 MIR3194 MIR320B2 MIR365BHG MIR367 MIR374A MIR3912 MIR3976 MIR4322 MIR4460 MIR4466 MIR4480 MIR4481 MIR4521 MIR4645 MIR4725 MIR5087 MIR545 MIR548AP MIR6068 MIR6074 MIR641 MIR6782 MIR6783 MIR6796 MIR9-3HG MIX23P5 MLF2 MLST8 MMP3 MMS22L MN1 MOK MROH8 MRPL58 MRPS31P5 MSI2 MT-ND4 MT-ND4L MT-RNR1 MT-TF MT-TR MTATP6P31 MTCO3P12 MTCO3P31 MUC22 MVB12A MYBPC1 MYCBP MYCBPAP MYEOV MYLK3 MYO19 MYO1E MYRIP NAALAD2 NACA NAPB NAPSA NBPF1 NCF4 NCMAP NCOA4 NCOA7 NDUFA3P4 NDUFB3 NEFH NEK3 NEURL4 NEUROG3 NFASC NFATC4 NFILZ NGRNP2 NKIRAS1 NKX1-2 NLRP2 NOL4 NPM1 NPM1P26 NPR2 NR2C2 NRAD1 NT5C2 NT5DC3 NUP210L NUP214 NUP85 OGFOD2 OLIG1 OR2F1 OR9R1P PAF1 PARP6 PAX6 PBRM1 PCDH7 PCDHGA9 PCK1 PDCD6IP PDE4B PDE8B PDLIM1 PDZD2 PELATON PGBD4P6 PGBP PHB2P1 PHF7 PHKG2 PHLPP2 PIDD1 PIK3C2B PILRA PITX1 PKM PKN1 PKN3 PLCE1P1 PLD1 PLD3 PLEKHA7 PLEKHG2 PLK3 PLOD3 PLPPR4 PLSCR3 PLXDC1 POLD1 POLK POLR1C POLR2A POLR2I POLR2J3 POLR3G POMT2 POU2F1 POU2F2 POU2F3 POU3F2 PPEF1-AS1 PPP1CC PPP1R10 PPP1R12B PPP1R15A PPP2CA PPP4R1L PPT1 PRDM16 PRKACB PRKCE PRKN PROSER3 PRR29-AS1 PRRG3 PRSS3 PSMC1P10 PTCD3 PTGES3L PTGES3L-AARSD1 PTK2 PTK2B PTPRB PTPRF PWP1 PXN RAB11FIP4 RAB31 RAB34 RAB37 RAD23A RAD54B RANGRF RBFOX2 RBM28 RC3H2 RCAN3 REC8 REEP3 RFT1 RGL2 RGS6 RGS8 RHEB RHOBTB1 RIMKLA RIN1 RN7SKP132 RN7SKP219 RN7SKP67 RN7SL284P RN7SL524P RN7SL789P RNA5SP112 RNA5SP181 RNA5SP260 RNA5SP307 RNA5SP38 RNA5SP442 RNA5SP493 RNF10 RNF213 RNFT1 RNPS1 RNU1-133P RNU1-75P RNU5F-7P RNU6-1015P RNU6-1019P RNU6-1039P RNU6-1115P RNU6-419P RNU6-464P RNU6-481P RNU6-607P RNU6-622P RNU6-808P RNU6-820P RNU6-864P RNU6-992P RNU6ATAC38P RNU7-80P RNVU1-22 RP1L1 RPH3AL RPL10 RPL10P13 RPL10P14 RPL11 RPL17P50 RPL21P115 RPL23AP58 RPL23AP72 RPL29P2 RPL35AP36 RPL36AP20 RPL7P54 RPRD1B RPS11 RPS27AP3 RPS27P7 RPS29P7 RPS3AP4 RPS5 RPS5P7 RPS6KA6 RRAGC-DT RRN3 RSF1-IT1 RTN4IP1 RUFY1 RUFY2 RUNDC1 RUNX2 RUSC2 RYR2 S100A4 SAFB2 SARDH SAT1 SCAF8 SCARF1 SCIRT SCTR SDCCAG8 SDS SEC13 SEC16B SEC23B SELENOW SEMA3E SEPTIN11 SERF2 SERTAD4 SET SETP15 SEZ6 SFI1 SGCZ SGIP1 SGPL1 SH3BP2 SHANK2 SHARPIN SHCBP1 SHMT1 SKIC2 SKOR1 SLC13A3 SLC16A12 SLC16A4-AS1 SLC17A7 SLC18A1 SLC24A1 SLC25A17 SLC25A19 SLC25A20 SLC25A39P1 SLC25A45 SLC25A6 SLC35B1 SLC35E4 SLC39A13 SLC39A3 SLC5A9 SLC7A11-AS1 SLC7A4 SLC9A3P3 SLC9A5 SLCO6A1 SLTM SMAD5 SMARCD2 SMARCD3 SMARCE1P1 SNCA SNCA-AS1 SNORA61 SNORA70 SNORA73A SNORD114-25 SNORD114-7 SNORD116-3 SNORD123 SNORD7 SNRPA SNRPA1 SNRPGP11 SNX2 SOBP SPACA7BP SPC25 SPEN SPPL3 SPTBN4 SPX SRCAP SRGAP3 SSBL2P ST3GAL5 ST7L STAG3 STAG3L4 STARD13 STARD6 STARD9 STAT3 STAU1 STING1 STK3 STRN4 STXBP5-AS1 SUNO1 SUPT20H SYCP2L SYNGAP1 TACC1 TAFA2 TANC1 TARID TAS2R4 TAS2R6P TCEAL6 TCEANC TDGF1P4 TDRD9 TECR TENT4B TEX101 TFRC THAP8 THEM7P THY1-AS1 TIE1 TIGD2 TIGD6 TJAP1 TM2D3 TM9SF2 TMEM116 TMEM121 TMEM132B TMEM138 TMEM147-AS1 TMEM14C TMEM167A TMEM17 TMEM190 TMEM202-AS1 TMEM219 TMEM249 TMEM268 TMEM44 TMEM54 TMEM86A TMEM98 TMTC1 TNFAIP6 TNIK TNKS TNNT2 TNPO2 TNXB TOMM40L TOR3A TPH2 TRAF3IP3 TRAJ60 TRAJ61 TRAV6 TRAV8-6 TRIM23 TRIM24 TRMU TROAP TROAP-AS1 TRPV2 TRPV5 TSEN54 TSPAN17 TTC26 TTC39A TTC39C TTI1 TTLL4 TUBA8 TUBGCP4 TUFT1 TXNRD2 U2AF1L4 UBA5 UBA52P8 UBAP2L UBB UBDP1 UBE2D3P3 UBE2V2 UBE3AP2 UBFD1 UBXN6 UCK2 UFSP2 UNK UQCRBP2 USF1 USP11 USP32 USP54 USP7 UTP6 VANGL1 VASH2 VDAC1P13 VPS26C VTRNA1-3 WDR26 WFIKKN2 WIZ WNT11 WT1 WT1-AS XPA XPNPEP1 XPO5 XPO6 YIPF3 YJU2 YWHAH ZAR1L ZBTB17 ZCCHC7 ZNF101P1 ZNF16 ZNF17 ZNF223 ZNF225-AS1 ZNF284 ZNF292 ZNF320 ZNF322 ZNF345 ZNF407 ZNF461 ZNF497-AS1 ZNF540 ZNF573 ZNF593 ZNF625 ZNF646 ZNF775 ZSCAN29 ZSWIM4 SNAI1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SNAI1_TARGET_GENES AAAS ABHD18 ABR ACLY ACOX3 ACP2 ACTMAP ACTR6 ADAMTS6 ADCK5 ADIRF ADIRF-AS1 AGPAT3 AGPS AHSA1 AIDA AKT1S1 AMZ2P1 ANKHD1 ANKHD1-DT ANKHD1-EIF4EBP3 APH1B ARRDC3 ARV1 ASCC2 ASTL ATAD2 ATF2 ATG4D ATL1 ATP5PB ATP6V0E2 ATP6V0E2-AS1 BAG6 BANP BCLAF1 BOP1 BRD8 BROX BSPRY BTF3L4 C11orf52 C12orf76 C17orf75 C1orf174 C2orf15 C6orf52 CADPS2 CAPN10 CAPZA2 CAST CCAR2 CCDC103 CCDC146 CCDC6 CCT3 CDRT15P3 CEP95 CERNA3 CFAP20 CFAP418 CFAP99 CHAC1 CIRBP CLDN7 CNBD2 COL4A2 COQ7 COQ7-DT CRELD1 CROCCP2 CSNK2A1 CUL4A CYB5D1 CYP2D6 DDR1 DDX18 DDX5 DEAF1 DEDD2 DEGS2 DGKA DMPK DPH7 DSTYK DUSP6 DUX4 DUX4L18 DUX4L9 EDC3 EEF1G EFTUD2 EHD1 EIF2S2 EIF3E EIF3FP1 EMX1 ENSG00000200288 ENSG00000206977 ENSG00000213963 ENSG00000224090 ENSG00000230021 ENSG00000247131 ENSG00000275765 ENTPD8 EPB41L5 EPG5 EPS8L2 ERAP1 ESPN ESRP2 EXOC3-AS1 FA2H FAM174A FAM174A-DT FAM174B FAM185BP FAM187A FAM229B FBP1 FDPS FGD4 FKBP10 FNTB FOXA1 FOXP1 FOXP1-DT FRG1DP FRMD5 G3BP1 G3BP2 GABPB1 GABPB1-AS1 GANC GBA1 GCA GLRX GNAL GOLT1A GPR107 GRB7 GRHL2 GRHL3 GSE1 GSK3A GSTCD GTF2IP12 GUSBP18 H3-3B HAUS5 HCG14 HEXA HEXA-AS1 HEXIM1 HIGD2A HMBOX1 HNRNPL HOMER1 HSBP1L1 HSD17B11 HYPK IER5L IFNAR1 IFRD2 IGLV6-57 IK IL15 IL15RA IL17C INTS12 INTS14 INTS4 INTS9 IQCD ISG20 ITGA3 ITGB4 JADE1 JUP KANK2 KANK3 KCNQ1 KDF1 KIAA1671 KIF18A KIF20A KLHDC4 KLHL36 KMT2A KRR1 KSR2 LAMA3 LAMA5 LAPTM4A LAPTM4A-DT LARGE2 LCN15 LERFS LFNG LINC00957 LINC01297 LINC01342 LINC01596 LINC01939 LINC02142 LINC02320 LINC02901 LINC03060 LLGL2 LNX1 LRIG2 LRIG2-DT LSR MAGOHB MAL2 MAN2A2 MAP3K11 MAP4K5 MAPRE2 MARCHF9 MBP MCCC1 MCM3 MCM7 ME3 MED16 MED4 METTL15 METTL2A METTL2B MFAP1 MFSD13A MFSD8 MGAT1 MGRN1 MIEF2 MIR1302-3 MIR3621 MIR375 MIR4531 MIR4648 MIR7-3 MIR7-3HG MIR8078 MIR933 MLLT3 MMP15 MOCS2-DT MRPL1 MRPL38 MRPL43 MRPL57 MSMP MST1P2 MT-ATP6 MT-ATP8 MT-CO1 MT-CO3 MT-CYB MT-ND1 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MT-RNR1 MT-RNR2 MT-TA MT-TC MT-TD MT-TE MT-TF MT-TH MT-TK MT-TL1 MT-TL2 MT-TN MT-TQ MT-TR MT-TS1 MT-TS2 MT-TT MT-TV MT-TW MT-TY MTCO3P12 MTERF4 MTND1P15 MTND5P11 MUC6 MYO5B NAA38 NAA60 NASP NBPF1 NDC1 NDUFA11 NDUFA2 NDUFA9 NDUFC1 NDUFV2 NEDD9 NELFA NFATC4 NFE2L2 NFKB1 NFKBIA NIPAL3 NME1 NME1-NME2 NOL4L NOMO3 NOP16 NOSIP NPDC1 NPEPPS NPEPPSP1 NR1H3 NUDT14 OAS1 ODC1 ODC1-DT OSGEPL1 OSGEPL1-AS1 P3H4 PADI2 PALD1 PAWR PAXIP1 PCDH12 PCGF1 PCID2 PCLAF PDE4C PEX12 PGAM5 PGD PGM3 PHF14 PI4K2B PICART1 PICK1 PIM1 PITPNM1 PLCB4 PLEC PLPP5 POC5 POLR1B POLR1H POLR1HASP POU6F1 PPIB PPIG PPP1R12A-AS2 PPP3CB PPP3CB-AS1 PRAMEF31P PRKCH PRMT5 PRMT5-DT PRPSAP2 PRR15L PRR27 PRRG2 PRSS37 PSTK PTBP1 PYM1 R3HDM1 RAB11A RAB3IP RABGGTB RASA4CP RBBP4 RDH13 REPIN1 RNA5SP162 RNA5SP210 RNF19A ROCK1P1 RPL18A RPL5 RPS20 RPS6 SCAI SCAMP2 SCAND1 SEC11C SEC22B SEC23B SEL1L3 SELENOT SEMA4B SEPTIN7P14 SEPTIN9 SERINC4 SET SFT2D2 SHC2 SHTN1 SIN3A SKA3 SLC22A23 SLC22A31 SLC24A1 SLC28A2-AS1 SLC30A10 SMAD3 SMG9 SMURF2P1 SNAI1 SNORA80B SNORD12C SNORD45A SNORD54 SNRPA SNX16 SNX8 SPANXB1 SRBD1 SRD5A3-AS1 SSBP1 STARD10 STAT6 STPG1 STRBP STX16 STX16-NPEPL1 SULT2B1 SYCE3 SYT8 TACC3 TAF3 TATDN2P2 TBC1D17 TBC1D19 TDRKH TDRKH-AS1 TFRC TIMM44 TJP2 TM7SF3 TMC4 TMEM101 TMEM125 TMEM129 TMEM165 TMEM184A TMEM80 TMEM87A TMEM87B TNPO3 TOB1 TOR1AIP1 TPCN1 TPI1P2 TRAF4 TRIM8 TRIM8-DT TRIP4 TRMT44 TSACC TSGA10 TSPAN31 TTC13 TTC6 TUFT1 TWNK TXNDC12 UACA UBE2M UBP1 UBXN2B ULK3 UNC5B-AS1 UQCC6 USP17L16P USP17L24 USP48 VIPAS39 VMAC VPS13C VPS26C WASH3P WDR11 WDR11-DT WDR77 WEE2-AS1 WRAP53 WSCD1 WTAP YAP1 YJU2 ZBTB8OS ZC3H10 ZFAS1 ZFYVE28 ZNF133 ZNF14 ZNF223 ZNF225 ZNF225-AS1 ZNF233 ZNF354B ZNF358 ZNF526 ZNF629 ZNF687 ZNF749 ZNF775 ZNF785 ZNFX1 ZRANB3 ZSCAN16 ZSCAN25 SNAPC2_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SNAPC2_TARGET_GENES CLASP1 ERCC1 MAF1 POLDIP3 RNU1-1 RNU1-2 RNU12 RNU4-2 RNU4ATAC RNU5E-1 RNU5E-6P RNU6-8 RNU6ATAC SNAPC4_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SNAPC4_TARGET_GENES ACP6 ACTR10 ADAM5 ADGB AGBL5 AGBL5-AS1 AHR BCL3 BLOC1S2 C5orf24 CBLN3 CCDC107 CCDC80 CCL14 CD163 CLASP1 CRLS1 CSTF2 CTBP2 CTSB DBNDD2 DNAJA1 DUX4L50 EHD1 ENSG00000230021 ENSG00000261285 EP300 ERCC1 ERICH3 FASTK FUS FUZ GHET1 GPAM GPRIN2 GRIN1 GSTA4 KHNYN KIF16B KRTAP5-6 LINC00869 LINC01015 LINC01596 LINC01719 LMOD1 LNX1-AS1 MAF1 MBL1P MED16 MIR342 MIR4477B MIR5087 MLIP MT-CO2 MT-TA MT-TC MT-TD MT-TN MT-TP MT-TY MTCO3P12 NPAS2-AS1 NUCB2 NWD1 PARN PARP2 PDE4DIPP6 PDZD7 PHC3 POLDIP3 POLM POLRMT PRAG1 PVT1 RFKP2 RMRP RN7SK RNA5SP280 RNU1-1 RNU1-2 RNU11 RNU12 RNU2-2P RNU2-63P RNU4-1 RNU4-2 RNU4ATAC RNU5A-1 RNU5A-8P RNU5B-1 RNU5D-1 RNU5E-1 RNU5E-4P RNU5E-6P RNU5F-1 RNU6-1 RNU6-2 RNU6-8 RNU6-9 RNU6ATAC RNVU1-14 RNVU1-2 RNVU1-21 RNVU1-22 RNVU1-25 RNVU1-26 RNVU1-27 RNVU1-28 RNVU1-2A RNVU1-3 RNVU1-30 RNVU1-31 RNVU1-6 RNY1 RNY3 RNY4 RPPH1 SAV1 SBK1 SH3TC1 SLC25A12 SLCO3A1 SMG9 SNORD118 SNORD13 SREBF2 TACC2 TGFB3 TMEM259 TSN TTI2 UNC13D UTP11 VPS39 WBP2P1 WDR74 WDR97 ZNF587B ZNF75A SNIP1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SNIP1_TARGET_GENES AARS2 ABCA1 ABCD4 ACACA ACTB ACTR6 ACVR1 ACVR2A ADPRM ADPRS ADRM1 AGFG1 AHDC1 AIMP2 AK9 AKAP9 ALG13 ANKMY2 ANKRD18CP ANKRD18DP ANKRD19P ANKRD20A18P ANKRD46 ANKZF1 ANP32B ANXA2 AP1S2 AP3B2 APTX ARHGAP17 ARHGEF1 ARID2 ARL14EP ARL2BP ARPC1A ARRDC3 ARRDC3-AS1 ARVCF ASB6 ASH2L ATG101 ATG9A ATL2 ATOSB ATP5MC2 ATP5MJ ATP6V1D ATXN3 AXL B9D1 BAGE2 BBIP1 BCL7B BCS1L BFAR BMP4 BRD7 BRIX1 BRSK2 BRWD3 BTK BYSL BZW2 C11orf96 C14orf119 C15orf40 C18orf25 C18orf54 C1orf112 C21orf62-AS1 CACYBP CAMK1 CASP9 CCDC115 CCDC59 CCDC65 CCDC9 CCDC90B CCT7 CDCA8 CDIPT CDIPTOSP CDKL5 CDKN2A CDKN2AIPNL CDKN2C CEBPA-DT CELF3 CELSR2 CELSR3 CENPBD1P CEP120 CEP57L1 CERNA3 CERS2 CERS6 CFAP73 CGN CHP1 CHPF2 CIB1 CILK1 CIPC CISD1 CIT CLASP1 CLK3 CLNS1A CMIP CNOT8 CNST CNTRL COA1 COA7 COG8 COL1A1 COMMD10 COMMD5 COPA COPS4 COPS7A COPS8 COPS8-DT COPS9 COQ2 COX7A2 CPD CRADD-AS1 CREB3 CRLF1 CRTAP CSH2 CTDSP1 CTTNBP2 CUEDC2 CYTH2 DAAM1 DAZAP2 DBP DDB1 DDX18 DDX46 DDX51 DEF8 DEPDC5 DET1 DHX8 DIDO1 DMPK DMTN DNAI4 DNAJB1 DNAJB11 DNAJC16 DNAJC7 DPH7 DRAIC DUSP12 DUSP3 DYSF EBF1 ECH1 EEF1AKMT2 EFCAB14 EGLN1P1 EGR1 EGR2 EIF1 EIF2S1 EIF3G EIF5A EIF5B EIF6 ELAC2 EN2 EN2-DT ENDOG ENHO ENSG00000226355 ENSG00000266976 EOLA2-DT EPB41L5 ERCC1 ERH ERRFI1 ERRFI1-DT ESYT1 ETF1 ETHE1 ETV6 EXD1 EXTL3-AS1 F11R FAM133B FAM13C FAM200A FAM228B FAM83C-AS1 FAM89A FAM89B FBRS FBRSL1 FBXL5 FIG4 FIS1 FJX1 FLNC FLT1 FNIP1 FNTA FOXO3 FRS3 FUNDC1 FZD9 G6PD GABBR1 GAPDH GAPDH-DT GCDH GCFC2 GDPGP1 GFRA1 GFUS GGA1 GH2 GLI1 GLI4 GLO1 GLUD1 GLUD2 GMEB1 GNAS GOLPH3 GOLPH3-DT GOSR1 GOT2 GPATCH4 GPR35 GSN GSS HARS1 HARS2 HBEGF HCG15 HDAC2-AS2 HDAC6 HDLBP HECTD1 HECW1 HES2 HIBCH HIF1AN HIGD1AP5 HNRNPAB HNRNPD HNRNPD-DT HNRNPK HOOK2 HROB HYAL2 IBA57 IBA57-DT IER2 IER5 IFT46 IKBKG ILK IMMT IMP4 INCA1 ING2 ING2-DT IRF1 JAGN1 JRK KATNBL1 KBTBD8 KDM1A KDM3B KIF1C KIFC2 KMT2A LACTB2-AS1 LARP1 LBHD1 LGALS3BP LINC00265 LINC00863 LINC01023 LINC01285 LINC01301 LINC01385 LINC01391 LINC02585 LINC02896 LIPE-AS1 LLGL1 LMNA LOC100505915 LPXN LRRC47 LRRC59 LRRC8B LSR MACROD1 MADCAM1 MAGEA4 MAGI1 MALAT1 MAPK7 MARS1 MCIDAS MDC1 MDM4 MDP1 MEAF6 MECR MED13L MED20 MED4 MEF2D MEGF8 MEGF9 MEIS1-AS3 MEIS2 MEPCE METAP2 METTL18 METTL25 MFSD4A MGAT4A MGME1 MIB2 MIPEP MIR1915 MIR1915HG MIR22HG MIR4519 MIR4530 MIR4638 MIR4665 MIR6853 MIR762HG MIR9-1HG MIRLET7BHG MIS18BP1 MNT MOSPD1 MPHOSPH6 MPHOSPH6-DT MPP2 MRPL12 MRPL14 MRPS10 MRPS2 MRPS31 MRPS33 MRTFA MTERF1 MTURN NAV2 NAV2-AS6 NCBP1 NCBP3 NCL NCOR2 NCSTN NDUFB7 NECAP2 NEK4 NHP2 NIFK-AS1 NIP7 NKIRAS2 NLE1 NOC4L NOL7 NPC1 NPW NR2C1 NRG3 NRP1 NUP160 NUTM2A-AS1 NUTM2B-AS1 NXT2 OSBPL7 OTUD7A PAICS PAK4 PARD3B PARL PARN PARS2 PAXBP1 PCBP1 PCBP1-AS1 PCBP2 PCMTD1P3 PCMTD2 PCNP PCYOX1 PEX1 PEX12 PEX5 PFDN5 PGBD1 PGBD2 PIANP PIERCE1 PIGO PIK3R1 PIK3R4 PISD PITPNA PLBD1 PLBD1-AS1 PMS2 PNPLA6 POLG2 POLQ POLR1H POLR1HASP POLR2A POLR2C POLR2J POLR2J3 POLR3C POM121C POMGNT2 POMZP3 PPAT PPIA PPIL6 PPM1L PPM1L-DT PPP1R7 PPP2R3B PPP3R1 PPT1 PRADC1 PROS1 PRPF18 PRPSAP1 PRR34-AS1 PSCA PSMB1 PSMB3 PSMB7 PSMD1 PSMD6 PTCH1 PTMA PTTG1IP R3HCC1 RAB11FIP1 RAB2A RAB2B RAB3A RAB40C RAB6A RABGGTA RAD1 RAG1 RANBP1 RANBP9 RASGRP1 RASGRP2 RBM17 RBM25 RBM45 RBM48 RCAN1 REEP4 REX1BD RFWD3 RINT1 RMC1 RN7SL521P RNA5SP473 RNF115 RNF216 RNF216P1 RNF227 RNFT1 RNFT1-DT RNFT2 RNPS1 RNU5A-1 RNU5B-1 RNU5F-1 RNVU1-15 RNVU1-28 RNVU1-30 RO60 RPL10 RPL11 RPL18 RPL23AP77 RPL30 RPL31 RPL32P27 RPL36 RPL36A RPL36A-HNRNPH2 RPL37A RPL37A-DT RPL7L1 RPS14 RPS17 RPS2 RPS20 RPS27L RPS3A RPS7 RPS8 RPS9 RPSAP31 RRN3 RRP8 RTBDN RWDD3 RWDD3-DT S100A10 SAAL1 SAMD4B SATB2 SBDSP1 SCAMP3 SCAND2P SCAND3 SCARNA16 SCARNA2 SCO1 SCYL3 SDHD SDR42E1 SEC14L1 SEC1P SEC24A SEH1L SEM1 SEMA4C SEPHS1 SEPTIN1 SEPTIN2 SERGEF SESN1 SETD7 SETD9 SF3A3 SF3B6 SH2B1 SH3GL1 SHKBP1 SHLD2 SHOC2 SIN3A SLC25A10 SLC27A1 SLC27A3 SLC30A6 SLC30A6-DT SLC35A1 SLC39A9 SLC45A1 SLC6A6 SLC9A1 SLC9A8 SMARCD1 SMIM12 SMIM2-AS1 SMPD2 SNAP47 SNHG11 SNHG17 SNHG20 SNHG25 SNHG9 SNORA50C SNORA78 SNORD104 SNORD118 SNORD54 SNORD55 SNRPD1 SNRPE SNX15 SNX5 SOCS2 SOX21 SPHK2 SPIDR SPRYD7 SPTBN1 SRP68 SRRM3 SSBP4 SSRP1 STAG2 STARD6 STK31 STK35 STKLD1 STOML2 STT3A STX10 SUGT1 SUGT1-DT SURF4 SYS1 SYS1-DBNDD2 TAB1 TAF10 TAF1B TBC1D12 TBCCD1 TBP TBPL1 TBX18 TCF25 TCF4 TCF7L1-IT1 TFB2M THA1P THG1L THOC1 THOC1-DT THOC5 THUMPD1P1 TIMM10 TIMM8B TINF2 TKFC TLN1 TMED4 TMEM267 TMEM63B TMEM97 TMPOP1 TMPOP2 TNKS1BP1 TNPO2 TNRC18 TOMM20L-DT TOMM22 TOMM22-DT TOX4 TP53I13 TRAF4 TRAF6 TRAM1 TRIM36 TRIM41 TRIM52 TRIM52-AS1 TRIM7 TRIO TRIP11 TRMT2A TSTD2 TTC5 TUFM TUFT1 TWSG1 TWSG1-DT TXNDC9 TXNL1 TYW1B UBAC2 UBE2J2 UBE2Q2 UBE2Q2P12 UBE2Q2P13 UBE2Q2P16 UBE2Q2P6 UBE2Z UBXN6 UCHL5 UGGT1 UPP2 UQCC3 UQCR11 UQCRC2 USP40 UST VAPA VASP VAV2 VPS4A VRTN WDR6 WDR7 WDR75 WNT11 WTAP WWTR1 WWTR1-AS1 XRCC3 XRN1 YBX1 YLPM1 YPEL1 YTHDF2 ZBED9-AS1 ZBTB4 ZC3H10 ZCCHC24 ZCCHC4 ZCWPW1 ZFP3 ZFP3-DT ZFP62 ZFP91 ZFP91-CNTF ZFTRAF1 ZFYVE21 ZIC2 ZKSCAN1 ZKSCAN3 ZKSCAN4 ZKSCAN5 ZKSCAN7-AS1 ZKSCAN8 ZNF142 ZNF148 ZNF16 ZNF19 ZNF197 ZNF197-AS1 ZNF202 ZNF22-AS1 ZNF23 ZNF250 ZNF251 ZNF252P ZNF271P ZNF3 ZNF311 ZNF35 ZNF394 ZNF398 ZNF425 ZNF44 ZNF445 ZNF48 ZNF496 ZNF497-AS1 ZNF501 ZNF502 ZNF554 ZNF572 ZNF594 ZNF594-DT ZNF598 ZNF619 ZNF621 ZNF623 ZNF629 ZNF670 ZNF670-ZNF695 ZNF672 ZNF687 ZNF692 ZNF692-DT ZNF696 ZNF7 ZNF707 ZNF768 ZNF787 ZNF789 ZSCAN12 ZSCAN16 ZSCAN2-AS1 ZSCAN21 ZSCAN23 ZSCAN25 ZSCAN26 ZSCAN30 ZSCAN9 SNRNP70_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SNRNP70_TARGET_GENES A2M A2M-AS1 AAK1 AAMDC ABCA5 ABL1 ACADVL ACAP3 ACKR2 ACOX3 ACSM3 ACTB ACTR3C ADARB1 ADRM1 AFG3L1P AGBL5 AGBL5-AS1 AHCY AIF1L AK6 AKR1C1 ALDH18A1 AMBRA1 AMD1 AMZ2P1 ANGPTL4 ANKRD36 ANO5 ANXA4 API5 APOE APRT APTX ARFGAP2 ARFRP1 ARHGAP26 ARHGAP5 ARHGDIA ARL15 ARL6IP4 ARL6IP6 ARPC1A ARPC1B ARPC5L ARRDC3 ASH2L ASPH ASPSCR1 ATAD3B ATF7IP2 ATG16L2 ATP5F1B ATP5MC1 AURKB AXIN2 B2M B3GALT4 BAGE2 BAZ1A BCAR1 BCR BCRP2 BDP1 BIRC6 BOLA1 BOP1 BPTF BRD7 BRICD5 BSCL2 BTK BZW1 BZW1-AS1 C11orf54 C16orf87 C19orf48P C22orf39 C5orf15 C5orf24 C6orf47 C9orf163 CACYBP CAPRIN2 CBFB CBLL1 CBLL1-AS1 CBX1 CBX3 CBX4 CBX5 CCDC106 CCDC138 CCDC163 CCDC183 CCDC34 CCDC47 CCDC78 CCNL2 CCR10 CD2BP2 CD2BP2-DT CD320 CD63 CD68 CDC45 CDK10 CDKN1A CDR2 CDS2 CEMP1 CENPBD1P CEP250 CEP43 CEP68 CEP95 CHD2 CHD9 CHERP CHMP1A CHMP2A CISD3 CLDND2 CLIC1 CLK1 CLTCL1 CNPPD1 CNTNAP1 COCH COG8 COL6A1 COMT COX18 COX7A2L CPNE1 CPSF1 CPT1C CROCCP2 CSE1L CSNK1D CSNK1G2 CTBS CUL7 CUL9 CUTALP CYB5D1 CYC1 CYREN DAGLA DANCR DAP3 DBF4P2 DCXR DCXR-DT DDAH2 DDX17 DDX19B DDX39B DDX39B-AS1 DDX42 DDX5 DEAF1 DECR2 DEF8 DEPP1 DGAT1 DGKQ DHFRP2 DHPS DHRS2 DHRS4-AS1 DHRS4L2 DHX35 DICER1 DICER1-AS1 DLG4 DM1-AS DNAJB1 DNAJB4 DNAJC9-AS1 DNASE1L2 DNMT3A DNTTIP2 DPP8 DSP-AS1 DSTYK DTL DUX4L18 DXO DYNC1I2 DYNLRB1 DYRK1A ECHDC2 EDC4 EEF1A1 EEF1D EEF1DP3 EEF2 EFEMP2 EFHB EHMT1 EIF1 EIF2B1 EIF4A1 EIF4A2 EIF4G2 ELAC1 ELP2 EMC3 EMC3-AS1 EMP2P1 ENO1-AS1 ENO3 ENSG00000230021 ENSG00000246308 ENSG00000246331 ENSG00000273828 EPC1 EPC2 EPS8L2 ERCC4 ERRFI1 ESYT1 ETF1P1 EVA1A EXOG FAAP100 FABP1 FAM13B FAM13B-AS1 FAM177A1 FAM230J FAM76B FAM83E FASN FASTK FBF1 FBXO17 FBXW9 FERMT3 FGFR4 FGL1 FHOD1 FIZ1 FKBPL FLOT1 FLOT2 FMC1 FMC1-LUC7L2 FNDC3B FNDC4 FOXA1 FRYL FTO FUS FUT11 G6PD GABARAP GADD45A GALK2 GALNS GAS5 GCAT GCKR GDF5 GEMIN2 GEMIN6 GFER GGA2 GGA3 GLO1 GLRX5P3 GLUL GMEB2 GNMT GOSR1 GOT2 GP1BB GP6 GPC5-IT1 GPR137 GPS2 GSK3B GSK3B-DT GYS1 H1-12P H2AC11 H2AC12 H2AC13 H2AC15 H2AC20 H2AC6 H2AC7 H2AC8 H2AC9P H2AZ1-DT H2BC11 H2BC12 H2BC15 H2BC17 H2BC21 H2BC26 H2BC4 H2BC7 H2BC8 H3-3B H4C10P H4C4 H4C9 HAAO HAGHL HAPSTR1 HASPIN HBBP1 HBP1 HCFC1R1 HCN3 HDDC3 HDLBP HECTD1 HIRA HLF HM13 HMGA1 HMGB2 HMGN2 HMOX2 HNRNPA1 HNRNPA2B1 HNRNPAB HNRNPC HNRNPH1 HNRNPL HOXA-AS2 HSD17B4 HSDL2-AS1 HSF1 HSP90AB1 HSPA8 IDI1 IDUA IER3-AS1 IFT52 IGLJ3 IGLV1-47 IGLV3-21 IGLV3-32 IGLV3-9 IGLV4-3 IGLV6-57 IGLVIV-59 IGLVV-66 IGLVVI-22-1 IKBKG IL4R ILF2 IMMT IMPA2 ING5 INPP5A IQCG IRF2BP2 ISG20 ITCH ITGAE ITGB1BP1 JMJD8 JPT1 JSRP1 KANSL1L KAT14 KAT8 KBTBD2 KCNC3 KDM4B KIAA1958 KLF4 KMT2E KRCC1 KRT18P5 KRTCAP3 LBX2 LCAT LIAS LIMS2 LINC00261 LINC00612 LINC01029 LINC01287 LINC01596 LINC01719 LINC01970 LINC02629 LINC02777 LIPT2 LL22NC03-63E9.3 LOC124905170 LRFN2 LRRC41 LRRC59 LRSAM1 LUC7L2 LZTR1 MAFF MAGEF1 MALAT1 MAML3 MAN2C1 MAP3K1 MAP3K4 MAPK1 MAT2A MATR3 MAZ MBD2 MBTD1 MCEE MCM7 MDM4 MED15 MEPCE MFSD11 MFSD3 MIA2 MIDN MIEN1 MIMT1 MIR1226 MIR126 MIR1302-3 MIR142HG MIR17HG MIR3143 MIR3178 MIR3187 MIR3190 MIR4471 MIR4512 MIR4655 MIR5087 MIR645 MIR6728 MIR6797 MIR6816 MIR6832 MIR7111 MKLN1-AS MLLT10 MLXIPL MMACHC MMP24OS MORF4L1 MOV10 MPHOSPH10 MPV17 MPV17L MRPL18 MRPL19 MRPL20-AS1 MRPL20-DT MRPL40 MRPL49 MRPS18B MSL1 MSMO1 MSMP MST1P2 MT-ATP6 MT-ATP8 MT-CO2 MT-ND2 MT-RNR1 MT-TD MT-TF MT-TI MT-TK MT-TM MT-TP MT-TQ MT-TS1 MTCO3P12 MTHFR MTHFS MTND5P11 MTND6P4 MTSS2 MUC20-OT1 MUTYH MXD1 MZF1-AS1 NAA38 NACA NAIF1 NAP1L1 NARF NARF-AS2 NBPF1 NCKAP5L NCL NCOA3 NDST2 NDUFA7 NDUFAB1 NDUFV3 NEAT1 NECAB3 NEK8 NF1P6 NFE2L1 NFE2L1-DT NFE2L2 NFE2L3 NFKBIZ NFYA NFYC-AS1 NIP7 NKIRAS1 NLRX1 NME2 NOL3 NOP14 NOP56 NOP58 NOS1AP NOXO1 NPB NRDC NSFL1C NSL1 NUB1 NUDCD1 NUDCD2 NUDT17 NUDT3 NUP205 NUP214 NUP85 NXF1 OARD1 OAZ1 OR2B4P ORMDL1 OSER1 OSER1-DT OTX1 P2RX6 P4HB PABPC1L PABPN1 PAQR4 PARD6B PARN PATL2 PBLD PCBP2 PCNA PDAP1 PDE7A PDE7A-DT PDXDC1 PELP1-DT PFN1 PHAF1 PHF12 PHF19 PIDD1 PILRA PILRB PIPOX PKMYT1 PLA2G12A PLCD3 PLD1 PLIN2 PLK3 PLPPR3 PLXNB1 PMS1 PNKP POLD1 POLD3 POLDIP3 POLG PPIAP4 PPIL2 PPM1F PPM1F-AS1 PPP1R10 PPP1R15A PPP1R35-AS1 PPP1R3E PPP6R3 PRAME PRAMENP PRKRIP1 PRMT1 PROCR PRPF40A PRPF8 PRPS2 PRPSAP1 PRR7 PRR7-AS1 PRRC2A PRRT3-AS1 PSEN2 PSMD3 PSMG1 PTOV1 PTPN23-DT PUSL1 PXN-AS1 PYCR3 PYGL PYGM PYGO2 QKI QRFP QRICH2 RAB26 RAB31 RAB36 RAB37 RAB40C RABGGTA RACK1 RAD17 RALY RANBP1 RBM12 RBM3 RBM39 RCC1 REPS1 RETREG2 RHBDL1 RILP RING1 RN7SKP117 RNA5S12 RNA5SP242 RNA5SP243 RNA5SP34 RNA5SP528 RNF149 RNF19A RNF19B RNF32 RNF44 RNH1 RNU1-100P RNU4-2 RNU6-225P RNU6-407P RNU6-512P RNU6-541P RNU6-881P RNU6ATAC18P RNVU1-2A RNVU1-31 RO60 ROCK2 RPF2 RPGRIP1L RPL10 RPL11 RPL12 RPL13 RPL13A RPL15 RPL17 RPL17-C18orf32 RPL18 RPL19 RPL22P1 RPL23A RPL26 RPL27 RPL27A RPL3 RPL30 RPL32 RPL32P3 RPL34-DT RPL35 RPL35A RPL36A RPL37 RPL38 RPL38P2 RPL39 RPL41 RPL5 RPL6 RPL6P22 RPL7A RPL8 RPL9 RPLP0 RPLP2 RPS10 RPS13 RPS14 RPS15 RPS15A RPS16 RPS19 RPS2 RPS23 RPS24 RPS27AP12 RPS3 RPS3AP37 RPS5 RPS6 RPS6KB1 RPS8 RPS9 RRAS RRM2 RSF1 RSKR RSPH14 S100A13 SAP25 SCAMP3 SCARNA2 SCG5 SCRIB SEC13 SEC23A SECISBP2 SELENOH SELENOI SELENOP SELL SEMA7A SEPTIN2 SEPTIN5 SEPTIN7 SEPTIN7-DT SERPINA1 SERTAD2 SET SETD5 SGSM3 SIL1 SIRT1 SIVA1 SIX5 SLC16A3 SLC20A2 SLC25A10 SLC25A25 SLC25A25-AS1 SLC25A6 SLC2A4RG SLC35B2 SLC35C2 SLC35F5 SLC38A10 SLC38A2 SLC38A2-AS1 SLC39A10 SLC39A6 SLC3A2 SLC44A4 SLC4A2 SLC50A1 SLC7A5P2 SLMAP SMAD5 SMARCC1 SMARCE1 SMG1P1 SMG1P2 SMG1P3 SMIM47 SMPD4P1 SNAP47 SNAPC5 SND1 SNHG1 SNHG29 SNHG3 SNHG32 SNHG4 SNHG8 SNHG9 SNORA10 SNORA17B SNORA24 SNORA25 SNORA26 SNORA32 SNORA33 SNORA44 SNORA50C SNORA52 SNORA61 SNORA64 SNORA70 SNORA71D SNORA72 SNORA73A SNORA74D SNORA77B SNORA78 SNORA7A SNORD100 SNORD101 SNORD104 SNORD110 SNORD12 SNORD12B SNORD12C SNORD14B SNORD15A SNORD2 SNORD22 SNORD25 SNORD26 SNORD27 SNORD28 SNORD30 SNORD32A SNORD35B SNORD36A SNORD36B SNORD36C SNORD37 SNORD38A SNORD38B SNORD42B SNORD46 SNORD48 SNORD49A SNORD49B SNORD52 SNORD55 SNORD58A SNORD58B SNORD59A SNORD65 SNORD68 SNORD70B SNORD84 SNORD88C SNORD96A SNORD99 SNTB2 SNUPN SNX21 SOCS2P2 SOX9-AS1 SP3 SPAG4 SPAG5-AS1 SPATA4 SPG7 SPHK1 SPHK2 SPRTN SPTBN1-AS2 SQSTM1 SRCAP SRCIN1 SREBF1 SRP54 SRP72 SRSF10 SRSF2 SRSF5 SRSF6 SRSF7 SSBL4P SSBP4 SSC4D SSR4P1 ST3GAL6 STAT5A STAT5B STIL STIM1 STK19 STRBP STXBP5 SUCLG1 SUMF2 SUPT4H1 SVIL SYCE2 SYNRG TACC3 TAF9 TALDO1 TARDBP TASP1 TATDN3 TBX2 TCEA2 TCP1 TEDC1 TEKTIP1 TFPI TFRC THAP7 THAP7-AS1 THAP9 THAP9-AS1 THOC6 THUMPD3-AS1 TIGD5 TLCD1 TM4SF1 TM9SF1 TMC4 TMC6 TMED1 TMEM214 TMEM223 TMEM240 TMPRSS9 TMUB1 TNFSF10 TNRC18 TNRC6C TOE1 TOP3B TPM1 TRAPPC14 TRAV22 TRAV23DV6 TRAV39 TRIB3 TRIR TRMT2A TRNT1 TSPAN31 TSPOAP1 TSPOAP1-AS1 TSPYL4 TTLL3 TUBB TUBB2A TUFMP1 TUT4 TXLNA TYMP TYMSOS UBB UBC UBE2C UBE2L3 UBR3 UCKL1 UFD1-AS1 UROD USP41 USP49 USP8 UTP4 VARS1 VARS2 VMP1 VN1R7P VPS52 WASF2 WDPCP WDR24 WDR27 WDR37 WDR4 WDTC1 WDTC1-DT WEE1 WFDC10A WWOX XBP1 XPO6 XPO7 YDJC YIF1B YJU2B YPEL1 YWHAB YWHAZ ZBTB37 ZC3H10 ZCWPW1 ZDHHC8 ZEB2 ZFAS1 ZFHX3 ZFP90 ZFPM1-AS1 ZGPAT ZKSCAN2 ZKSCAN2-DT ZNF276 ZNF280A ZNF280B ZNF34 ZNF341 ZNF398 ZNF446 ZNF524 ZNF580 ZNF581 ZNF646 ZNF668 ZNF680 ZNF7 ZNF76 ZNF767P ZNFX1 ZWILCH SOD1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SOD1_TARGET_GENES GAS5 SNORA25 SNORA32 SNORD12 SNORD6 SOX10_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SOX10_TARGET_GENES AADACP1 ACADSB ACSS1 ADAM12 ADAMTSL3 ADD1 AKAP12 AKAP7 ALDH9A1 AMOTL2 ANK3 ANKRD28 ANO2 AP3M2 ARL8BP2 ARPC1A ATM ATOH8 ATP6V0A4 BBS5 BCAN-AS2 BCL2L13 BIN3 C2orf88 C3orf49 C5orf22 C5orf64 CAPN3 CCDC13-AS1 CCSER2 CD300LD-AS1 CD96 CDC42EP1 CDH19 CDIP1 CDK2 CDK2AP1 CEP97 CERK CFAP61 CFLAR-AS1 CHI3L2 CLDN20 CLDN22 CLIP4 CNEP1R1 COL9A1 COMT COPB2 CP CRPP1 CSRP2 CTNNA1 CTTNBP2 CYP27A1 DAB2 DCT DGKI DGLUCY DHX29 DIO2 DLC1 DLEU1 DLGAP1-AS1 DLGAP1-AS2 DOCK7 DROSHA DTHD1 ECHDC1 EEIG1 EGLN3 EIF3E ENSG00000233539 ERBB3 EXOSC4 FABP5P7 FADS2 FAM118A FAM167A-AS1 FARP2 FBXO7 FEN1 FGD4 FOXO3 FOXP1 FUBP1 GAPDHP72 GAS2L3 GAS7 GEMIN8 GIPC1 GJB1 GMFBP1 GORAB-AS1 GPR107 GPRC5D-AS1 GRAP2 H1-9P H3C6 HCCAT5 HDAC4 HOXA-AS2 HP1BP3 IFT80 IFT81 IGF1R INPP4B INTS13 ISG20 KANK1 KCNAB1 KDM3A KIF23 KIF25 KIFC3 LAMA4 LAMB3 LHFPL3-AS1 LIMCH1 LINC00052 LINC00427 LINC00466 LINC00518 LINC00639 LINC00862 LINC00992 LINC01034 LINC01060 LINC01291 LINC01301 LINC01531 LINC01549 LINC01554 LINC01588 LINC01619 LINC01802 LINC02060 LINC02119 LINC02121 LINC02613 LINC02765 LINC02895 LINC02938 LINC03002 LINC03048 LINC03057 LINC03109 LNCRNA-IUR LRP2BP LRRFIP2 LSAMP MAD1L1 MAPRE2 MARK2 MBNL1 MCC MED15 MFSD11 MGAM2 MIA MIR3116-1 MIR3142HG MIR4780 MIR570 MIR759 MIR802 MITF MMACHC MMP8 MRTFA MTMR12 MTUS1 MUC20-OT1 MUTYH MYL10 NDE1 NEDD9 NEK9 NELFCD NFIA NFIA-AS2 NFYCP2 NLRC5 NMRAL2P NRP2 NT5DC3 NTN4 NUDT6 NUP214 NWD1 OARD1 OC90 OPHN1 OR10B1P OR4A9P OR7A5 OR8R1P OTUD3 PACRG-AS3 PACSIN2 PBRM1 PCBP1-AS1 PDE4B PDXP PGK1 PHACTR4 PI16 PI4KB PLCH1 PLCH1-AS1 PLEKHA7 PLEKHB1 PLEKHH1 PLPPR1 PPP2R2B PRICKLE1P1 PRKCH PSMA5 PTPN11P3 PTPRK-AS1 QPCT R3HDML-AS1 RAB7B RDH11 RECQL5 RFX4 RGS20 RHOBTB3 RHOJ RMEL3 RN7SL50P RNF144A RNF145 RNF216 RNU4-18P RNU6-1 RNVU1-34 RNY3P11 RPL12P11 RPL12P19 RPL15P19 RPL35AP26 RPL36P5 RPL41 RPS27P22 RPS4XP14 RPSAP65 RUBCNL SASH1 SCML4 SDHC SELENOT SEPTIN8 SEPTIN9 SH3KBP1 SLAIN1 SLC12A8 SLC16A4 SLC22A23 SLC38A2 SLC38A9 SLCO4A1 SLCO4A1-AS1 SMC4 SMC6 SMCR2 SMYD1 SNORA80A SNRPFP3 SORBS2-AS1 SORL1 SOX5 SOX6 SPATA20 SPATS2 SPEF2 SPTBN1 ST3GAL4 ST3GAL6 STX6 TBXAS1 TGFBRAP1 TLR6 TMED10 TMEM139 TMEM246-AS1 TMEM67 TMPRSS5 TMPRSS7 TMX4 TNKS TPM4 TRAF3IP2 TRAK1 TRAPPC12 TRIM51 TRPC6P5 TRPS1 TTLL4 UBA6-DT UBE2Z USP17L24 USP28 USP32 USP54 VMP1 WRN ZC3H7A ZFP30 ZFYVE19 ZHX3 ZNF197 ZNF24 ZNF608 ZNF664 ZNF781 SOX11_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SOX11_TARGET_GENES ACTMAP ANAPC15 AP4M1 APEX1 CAPRIN1 CEP41 CFL1 CHD2 COX20 CUEDC1 EPC1-AS1 EPC1-AS2 GNL3 GTF2IRD1 HLA-A HMGB1 KDM2A LINC01465 LINC02453 MALAT1 MCM7 MIRLET7I MTF2 OSGEP PBRM1 PLEKHG4B RANBP1 RBMX RNF44 RPL23 SETMAR SFPQ SLC29A3 SNRPA THOC5 TRMT2A TTF1 XIST ZNF140 ZNF146 ZNF3 ZNF397 ZNF43 ZNF565 ZNF747 ZNF747-DT SOX15_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SOX15_TARGET_GENES CELF2 ENSG00000214650 LNC-LBCS MIR4674 MTF2 NOTCH1 SOX3_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SOX3_TARGET_GENES AASS ABCC4 ABCC9 ABCF2 ABHD17B ACACA ACOX3 ACSL6-AS1 ADNP AGFG1 AGO3 AGPAT1 AGR3 AKAP10 AKAP13 AKAP6 ALG10 ALG8 ALOXE3 ANAPC15 ANGPT1 ANKRD44 ANKS4B ANXA2 AP1G1 AP2A1 AP2A2 AP2S1 AP3D1 APC ARAP3 ARID1B ARIH1 ARL16 ARPC4 ARRDC3 ASB16-AS1 ASMTL ATF7IP ATP10B ATP2C1 ATP5PB ATP8B4 ATPSCKMT ATXN2L B3GNT5 BACH2 BBS12 BCAT1 BCOR BFSP1 BLOC1S5 BLOC1S5-TXNDC5 BPTF BRAF BTBD10 BTBD8 BTG1 BTG1-DT C10orf120 C11orf58 C14orf132 C1orf21 C1orf226 C5orf22 C9orf85 CAND1 CAPN5 CARD10 CBX1 CCDC163 CCDC192 CCDC42 CCN2 CCT2 CCT5 CD300LD-AS1 CDCA4 CDH11 CDK12 CELF3 CEP128 CEP41 CETN4P CFAP141 CFAP20 CFAP276 CFAP70 CHCHD3 CHD2 CHN2 CLIP1 CLYBL-AS2 CNKSR3 CNN3 CNOT8 CNTN6 COA1 COL15A1 COPB2-DT COPS5 COQ6 COX7B CPEB4 CRABP2 CSPP1 CSRNP2 CTIF CTNND2 CYB5D1 CYTH2 DAD1 DCTN2 DDR1 DIAPH3 DICER1 DISP1 DKK1 DLGAP1-AS2 DLGAP2 DMD DMWD DMXL2 DOK6 DSE DTD2 DTHD1 DTNA DYNC1I2 DZANK1 EDDM13 EDRF1 EDRF1-DT EEF1A1 EGFEM1P EID1 EIF3B EIF4A3 ELAPOR1 EMG1 EML2 EMSY EMSY-DT ENAH ENC1 ENSG00000201410 ENSG00000214650 ENSG00000230725 ENSG00000231876 ENSG00000239482 ENSG00000250803 ENSG00000271551 ENSG00000275765 ENSG00000283638 EPS15 EPS8L1 ERCC6L2 ERCC6L2-AS1 ETV1 ETV4 FAM181A FAM181A-AS1 FAM220A FBXL19 FBXO21 FCHO1 FEM1A FGD4 FILIP1 FKBPL FMN2 FNDC3B FOXO6 FOXP4 FRAT1 FUZ FXYD1 FYN FZD2 G3BP1 GANC GCNT3 GEMIN6 GET3 GLA GLYCTK-AS1 GNA12 GNG2 GOLIM4 GPC2 GPM6A GPR19 GRHL1 GRIA1 GRK6 GSE1 GTPBP1 GULP1 H2AC8 H2BC8 H3-3A H3-3A-DT H4C4 HBP1 HCG14 HDGF HEG1 HES6 HGS HHIP HINT3 HMBOX1 HMGB1 HMGCR HNF1A-AS1 HNMT HNRNPH2 HNRNPL HOXB3 HSPD1P9 HSPH1 ID2-AS1 IER5L IFI16 INTS9 IPO11 IREB2 ITFG2 ITFG2-AS1 ITGB1 ITGB1-DT ITGB8 ITPR1 JUP KANSL1-AS1 KANSL1L KCND3-AS1 KCNH7-AS1 KIF18A KIF21A KIFBP KLF7 LARS1 LETM2 LFNG LIG1 LINC00446 LINC00461 LINC00649 LINC00901 LINC01396 LINC01414 LINC01560 LINC01619 LINC01708 LINC02208 LINC02265 LINC02335 LINC02453 LINC02562 LINC02831 LINC02901 LINC02926 LLPHP2 LNC-LBCS LRRC27 LRRC3 LRRC3-DT LRRC77P LSM11 LSM4 LSM8 LURAP1L-AS1 MACC1-AS1 MAFK MAGED1 MAP1B MAPK10 MASP1 MAT2B MBP MCTP1 MED1 MED24 MEF2C MEG3 MEGF8 METTL15 MFSD6 MID1 MIR100HG MIR219A2HG MIR302A MIR302C MIR302CHG MIR302D MIR325HG MIR367 MIR378D2HG MIR3913-1 MIR4322 MIR4677 MIR550B1 MIR7845 MKKS MLEC MMACHC MMP10 MORF4L1 MPP1 MPP7 MRPL50 MRPS18B MRPS27 MSI1 MSI2 MTF2 MTHFD1 MYO9A NAA38 NAA40 NAIF1 NCOA4 NCOR2 NDST4 NECTIN3 NECTIN3-AS1 NF2 NFKBIZ NKIRAS1 NKTR NME1 NME1-NME2 NNMT NR2F1 NRP2 NRP2-AS1 NUP214 OSBPL2 OTUD3 OXR1 PACRG-AS1 PANX1 PCNPP2 PDE4B PDHX PDP1 PDZPH1P PELI1 PET100 PFKFB2 PFKM PGRMC2 PHB2 PHF12 PHLDB2 PIGB PIP5K1B PIPOX PLBD1 PLEKHG1 PLK2 PLK3 PNMA8C PNRC1 PPIP5K2 PPP1R10 PPP1R15A PPP1R16B PPP2R2B PPP3R1 PRCC PRH1 PRKCI PRKG1-AS1 PRMT5 PRMT5-DT PRR4 PRR5L PSMD1 PSME3IP1 PTCH1 PTDSS2 PTH2R PTK2 PTP4A1 PUF60 PURB PVT1 PYROXD1 RAB11A RAB2A RAB30 RAB30-DT RAD51AP2 RASAL2 RBBP5 RBBP6 RBM15 RBM39 RBP1 RFX4 RGR RIIAD1 RIOK1 RMND5A RN7SKP134 RN7SKP295 RN7SL577P RNF167 RNF5 RNFT1 RNU5A-1 RNU6-1 RNU6-270P RNU6-92P RNY3 RORA RPL15 RPL15P22 RPL17 RPL17-C18orf32 RPL31P24 RPS11 RRAS RSPH14 RSPRY1 S100A2 SAMD9 SAR1AP4 SART3 SCAT2 SCHIP1 SCOC SCOC-AS1 SDC2 SDCBP2 SEH1L SEPSECS SEPSECS-AS1 SEPTIN9 SERPINB9P1 SH3RF2 SHC4 SIX2 SLC15A3 SLC25A11 SLC25A25 SLC33A1 SLC35F4 SLC6A6 SLX4IP SMARCA2 SMC6 SNORD58B SNRPGP6 SNRPN SNX8 SORBS2 SOX1-OT SOX2-OT SOX5 SOX6 SPAG9 SPATS2L SPDL1 SPHK2 SPINK5 SPRY4 SPRY4-AS1 SREBF1 SRSF10 SRSF7 STAG3 STAP2 STAT6 STK32C STMN1 STOX2 STRIP1 SUGT1P1 SUMF1 SUMO2 SWSAP1 SYAP1 SYBU SYNGR4 TAGLN3 TANK TAS2R14 TCEANC TCIM TFDP2 THBS3 THG1L TIAL1 TIAM2 TLE1 TLE4 TMBIM6 TMCC1 TMED9 TMEM109-DT TMEM132B TMEM143 TMEM18 TMEM202-AS1 TMEM231 TMEM94 TMUB2 TNKS TNRC18 TOMM40 TRAPPC9 TRAV40 TSHZ1 TSPYL4 TUBA1C TUBB TUBGCP5 TXNRD2 UACA UBE2E1 UQCC6 USP34 VANGL2 VCPIP1 VMP1 WBP1L WDR49 WDR7 WDR77 WWP1 XAB2 XPR1 YLPM1 YOD1 ZBTB20 ZBTB5 ZC3H12C ZDHHC5 ZFAND5 ZFAND6 ZNF189 ZNF217 ZNF295-AS1 ZNF41 ZNF410 ZNF44 ZNF474 ZNF564 ZNF57 ZNF622 ZNF709 ZNF775 ZNF862 ZPR1 ZSCAN2 ZW10 ZZZ3 SQSTM1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SQSTM1_TARGET_GENES ABHD17AP4 BMS1P17 BOLA1 CBX8 CDT1 CROCCP2 DCAF4 DDX11L10 DDX11L5 DHRS2 DHX58 EEF1A1 EEF1D EHMT2 FSCN1 GNG4 GRID2IP GRK1 H2AC20 H2BC21 HCFC1R1 HSF5 HSPB9 INTS15 KAT2A LINC02211 LINC02228 LRATD2 LRWD1 MCPH1-AS1 MIR1302-3 MIR4273 MPLKIP MST1P2 ORC3 PDPR PYCARD RADIL RAPGEF1 RFWD3 RNA5SP528 SLC2A14 SLC35B2 SNX16 STK38L SUGCT TERF2 THOC6 TLN1 VEZF1 ZNF853 SRPK1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SRPK1_TARGET_GENES ABHD13 ACADSB ACTRT3 ADAT1 AFF4-DT AGBL3 AGR2 AHCTF1 AKAP11 ALKAL2 ANAPC4 ANKFY1 ANKRD13C ANKRD49 AOAH API5 ARF3 ARID2 ARPC4 ARPC4-TTLL3 ASPH ASXL1 ATAD3A ATF2 ATF4 ATP5F1C AURKAIP1 BAALC-AS1 BANF1 BANP BAZ2B BLVRB BTBD10 BZW1 C21orf62-AS1 C5orf24 C6orf120 CAB39L CAND1 CCDC77 CCNC CCNT1 CD2AP CD2AP-DT CDC20 CDC20-DT CDC25B CDC5L CDH13-AS2 CDIN1 CDK12 CDK13 CENPB CEP97 CETN2 CHAF1A CIAPIN1 CLP1 CNBD1 CNP COASY COL6A3 COPB1 COPB2 COPB2-DT COQ9 COX11 COX7B CSDE1 CTC-338M12.4 CUL3 DARS1 DBR1 DCAF16 DCTD DENR DHFR2 DNAJC27 DNAJC27-AS1 DNM3OS DNTTIP2 DSE ECSIT EDRF1 EDRF1-DT EEF1E1 EEF1E1-BLOC1S5 EHD1 EIF1AD EIF2AK2 EIF4A2 EIF4A3 EIF5 EMD ENSG00000204684 ENSG00000212266 ENSG00000267052 ENSG00000271860 ERCC6L2 ERCC6L2-AS1 ERGIC2 ERICH6 ERICH6-AS1 ETFA EXOC8 FAM135A FAM200B FAM230E FASTKD2 FBLN1 FBXL5 FKBPL FSIP1 FTO FZD6 GAPDHP40 GAS8 GDI2 GGA3 GGNBP2 GLRXP3 GMPPA GOLM2 GORASP2 GPBP1 GRK4 GRWD1 GTF2A1 GTF2A1-AS1 GTF3C2 GTF3C2-AS1 H6PD HCG14 HDAC6 HECW1 HERC1 HERPUD2 HERPUD2-AS1 HHLA3 HIBCH HIGD1AP2 HIGD2A HMGN1P12 HMOX2 HNRNPH3 HSBP1 HSPA4 HSPH1 HUWE1 IGF1R IKZF5 IMP3 IREB2 ITM2B KCNJ1 KDF1 KIAA1191 KIN KLK10 KSR2 LAMP1 LANCL1-AS1 LFNG LGALS2 LIG4 LINC00158 LINC01344 LINC01440 LINC02994 LOC124906195 LPXN LRRC28 LRSAM1 LTV1 LUC7L2 LYRM7 MACROD2 MAD1L1 MAGEF1 MAK16 MAP2K2 MAPK14 MARCHF7 MATR3 MAU2 MDH1B MDH2 METTL16 MGME1 MICOS10 MICOS10-DT MICOS10-NBL1 MIR3130-1 MIR3130-2 MIR325 MIR4470 MIR613 MIR933 MMS22L MOK MPP4 MRE11 MRPL57 MRPS7 MSH2 MTMR11 MYEF2 NAA35 NANP NCAPG NCAPG2 NCOA4 NDUFA7 NFATC3 NFYC NHS NKTR NLRP7P1 NMRAL1 NOL11 NOL9 NOP14 NOP16 NPEPL1 NPTN NRBF2 NSDHL NSUN3 OFD1 OPTN OR6C68 OR6N1 ORC1P1 OTOF P4HA3-AS1 PAXBP1 PDRG1 PDS5A PFKFB2 PGA3 PHF12 PIGN PIPOX PLB1 PLOD2 POLDIP3 POLE POP7 PPCDC PPP1R12A PPP4R3B PPP4R3B-DT PRDX1 PRH1 PRR4 PSMD5 PTPN1 PTPN4 PTRH2 PUDPP2 PUF60 PURA PXMP2 QRICH1 RAB1B RAB33B RAB33B-AS1 RAB4A RAF1 RALBP1 RAPGEF2 RBM15 RBM15-AS1 RBM26 RBM26-AS1 RBM39 RBPJ RCOR3 RELCH RFC3 RGSL1 RICTOR RNA5SP65 RNF167 RNU12 RNU6-1059P RNU6-762P RNU6-955P RORC RPGRIP1L RPL10A RPL12 RPL17 RPL17-C18orf32 RPL24 RPL27A RPL7AP41 RPS11 RPS19 RPS2 RPS27P7 RPS28 RPS6 RRAGA SAP18 SAR1A SAXO1 SCAMP5 SEC22C SEC63 SETDB2 SF1 SF1-DT SFTA1P SHPRH SIL1 SIPA1L1 SKA3 SLC15A4 SLC25A11 SLC25A26 SLC25A4 SLC35B4 SLU7 SMARCA5 SMC5 SMC5-DT SMG5 SMG7 SMG7-AS1 SNHG16 SNHG9 SNORA78 SNORD1C SNORD2 SNORD27 SNORD58B SNX5 SPAG16 SPAG16-DT SPC25 SPDL1 SPRTN SPTBN4 SRCAP SRSF10 SSR1 STX8P1 STXBP4 STYXL1 SUGP1 SUPT5H SUV39H1 SYN3 TADA3 TAOK1 TARDBP TAS1R1 TAS2R14 THAP1 THAP2 TIPIN TLN2 TM2D3 TMCO1 TMCO1-AS1 TMEM18 TMEM209 TMEM44-AS1 TMEM79 TMSB4XP4 TRAPPC2 TRIM37 TRMU TSPYL1 TTC23 TUBGCP5 TXNDC11 UBE2D3 UBE2D3-AS1 UBR3 UHRF2 UPF3A USP54 VMP1 WDR27 WDR6 WDR73 WWOX XIST XPC YOD1 ZCCHC14 ZFC3H1 ZFP91 ZFP91-CNTF ZKSCAN2 ZKSCAN2-DT ZMYM3 ZNF136 ZNF219 ZNF286A ZNF286A-TBC1D26 ZNF337-AS1 ZNF420 ZNF614 ZZZ3 SRPK2_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SRPK2_TARGET_GENES ACSS2 ADAMTS9 ANKRD30BL ATP6V1C2 BCAT1 BTBD8 C6orf47 C7orf31 CDCA7L CIBAR1 CISD2 CLEC2D CYCSP41 DCC DLG1 DRAM2 DYRK4 EIF4HP1 ENSG00000260660 EZH1 FAM184B FARP2 FMN2 FMO6P GDA GIT2 GTF2H4 HOXC6 HR HSPG2 HTR3E-AS1 IGHVII-40-1 KLRF2 KRBA1 LILRB1-AS1 LINC00640 LINC00877 LINC01478 LINC01613 LINC01653 LINC01877 LINC02052 LINC02114 LINC02142 LINC02740 LNCRI LRBA LRRC43 LYPLAL1-AS1 MAB21L2 MAP4K1 MMAA MROH7 MYADM-AS2 MYOZ2 NMT2 OR2L3 PFKP PGBD4P8 POLR1HASP PTGER4 RAB2A RN7SL375P RNU1-8P RNU6-274P RORA SLC22A11 SLTM SOS1 SPTBN2 SPTLC3 SYNJ2-IT1 SYTL2 TARS3 TBC1D27P TCP11L2 THOC2 THOC5 UBE2D3 VARS2 VCP ZNF840P SRSF9_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SRSF9_TARGET_GENES A2M ABCA5 ABCA9 ABCB1 ABCC3 ABHD13 ABHD4 ACACB ACAT2 ACIN1 ACKR4 ACOT13 ACSM3 ACTG1P22 ADAM18 ADAT2 ADGRF5 ADGRG6 ADSS2 AGL AGXT2 AHSA2P AIDAP1 AKAP5 AKR1E2 ALG8 AMBP ANGEL2 ANGPTL4 ANKHD1 ANKRD17 ANKRD44 ANKRD66 ANO5 AP3S1 AP4E1 APOH ARHGAP24 ARHGAP26 ARHGAP5 ARHGDIA ARID5B ARMT1 ARSG ASB3 ASB5 ASH2LP2 ASPH ATAD2 ATG12 ATG12P1 ATP13A3 ATP5MGP3 ATP6V1G2 ATP6V1G2-DDX39B ATP6V1H ATR ATRAID ATXN2 AZIN1 B3GALT1-AS1 BABAM2 BAGE2 BAK1P1 BAZ1A BAZ2B BCAS1 BCAS3 BCL2L2 BCL2L2-PABPN1 BFSP1 BIN2P2 BLCAP BPHL BPTF BRCA1 BRCA2 BRD7 BRK1P2 BTN3A1 BVES-AS1 C11orf98 C12orf42 C16orf87 C2orf74 C2orf74-AS1 C2orf92 C6 C6orf132 CAB39L CACNA1A CACNA1I CALR3 CANX CAP2 CARD6 CARHSP1 CAVIN2-AS1 CCDC150 CCDC28A-AS1 CCDC34 CCDC68 CCDC88A CCND3 CCNG1 CCNG2 CCNL1 CCNT2 CCP110 CCR10 CD44 CDC42BPA CDCA2 CDH8 CDK5RAP2 CENPBD2P CENPC CENPK CENPN-AS1 CEP112 CEP170 CEP76 CEP83 CFAP54 CFLAR CHD1L CHEK1 CHGB CHODL CHORDC1 CHTF8 CIDEB CKS1B CLASP1 CLASP2 CLEC14A CLIC1 CLLU1-AS1 CLOCK CLSPN CLTC CLUL1 CNOT4 CNOT7 CNTD1 CNTLN CNTNAP1 CNTNAP4 COL21A1 COX6CP8 CPS1-IT1 CREB3L2 CRKL CRYGGP CRYM CRYZL1 CSE1L CSKMT CSN2 CSNK2A1 CSRNP3 CTAGE14P CTNNB1 CTNND1 CUTC CXCL13 CYLD CYP1B1-AS1 CYP27A1 CYP3A43 DAP-DT DARS2 DBF4P2 DBF4P3 DBIL5P2 DCAF17 DCN DDX42 DDX46 DEK DENND4A DERA DHRS2 DIABLO DICER1 DLL1 DLX2 DMXL1 DNAH6 DOCK7 DPRXP1 DPY19L4P1 DRD3 DSG1 DSTN DTNB DTNBP1 DTYMK DUSP22 DUSP5P1 DYNC1I2 DYNC1LI1 DYNC1LI2 EFHC1 EGFEM1P EGLN3 EHBP1 EIF4B EMB EML4 ENOPH1P1 ENSG00000201003 ENSG00000202335 ENSG00000213963 ENSG00000225209 ENSG00000228697 ENSG00000230021 ENSG00000261729 ENSG00000283674 EPB41L2 EPC2 EPPIN ERCC6L2 ERI2 ERICH3 ERMARD ESPN ETAA1 ETV1 EVI5 EWSR1 EXOC4 EXOSC3 EYS FA2H FABP5P4 FAM117A FAM120B FAM133EP FAM177A1 FAM184A FAM230J FAM32DP FAP FARP2 FAT3 FBF1 FBXO33 FBXO4 FBXO9 FCF1P6 FCHO2 FCHO2-DT FDFT1 FGF14 FGFBP3 FGGY-DT FIBCD1 FKTN FLACC1 FMC1 FMC1-LUC7L2 FMO5 FN1 FOXA1 FOXG1 FRMD6 FRY-AS1 FSIP2 FST FTO G2E3 GAD1 GARS1P1 GAS2 GAS5 GATA5 GCFC2 GCN1 GEMIN2 GIRGL GLG1 GLYAT GNG4 GNL2 GNPAT GOLGA4 GORASP2 GPATCH8 GPC5 GPER1 GPHN GPM6A GPRC5D-AS1 GPS2 GRIP1 GSDMA GSPT1 GTF2A1 GTF2A1-AS1 GTF2I H3C9P H4C2 HCG15 HCG22 HEATR5A HEATR6 HECTD1 HECTD2 HELZ HELZ-AS1 HERPUD1 HIBCH HIP1R HISLA HMGN2P46 HMGN2P6 HNRNPA1 HNRNPA3 HNRNPC HNRNPLL HSBP1L1 HSPD1P13 ICA1L IDH1 IDNK IFI44L IFT80 IGHV3-38 IGHVII-74-1 IGLV3-4 IL18R1 IL1RL1 ILF2P2 IMPDH1P7 INTS9 IQUB IRAG2 ITCH ITCH-AS1 ITFG1 ITGA4 ITGB6 ITPR2 ITSN2 JAM2 KBTBD2 KBTBD6 KCNK1 KCNMB3 KCTD20 KDM2B KDM3A KDM7A KHDRBS2-OT1 KIAA0319L KIAA1328P1 KIF15 KIF28P KLF9 KLHL31 KLRF1 KLRG1 KMO KRT19P6 KRT223P KRT8P43 KRTAP1-3 KRTAP19-8 KRTAP7-1 L3MBTL3 LATS1 LDHAP3 LHX8 LIFR LIMS2 LINC00310 LINC00540 LINC00607 LINC00641 LINC00836 LINC00929 LINC00972 LINC01088 LINC01089 LINC01719 LINC01932 LINC02032 LINC02265 LINC02354 LINC02458 LINC02488 LINC02612 LINC02814 LINC02890 LINC03079 LMAN1 LNCAROD LPCAT2 LPIN1 LRBA LRP10 LRP1B LRP3 LRPPRC LRRC59 LRRK2 LRRTM4 LTBP1 LUC7L3 LYRM4 M1AP M6PR MAGEF1 MAILR MALAT1 MAN1A1 MANF MAP2 MAP2K6 MAP3K5-AS1 MAP9 MAPRE1P2 MARCHF7 MARK2P15 MBD5 MCEE MDM2 MDM4 MED28P3 MED6 METTL23 METTL8 MFSD11 MIA2 MICU2 MINAR1 MIPOL1 MIR100HG MIR1291 MIR1302-3 MIR1972-1 MIR29B2CHG MIR3156-1 MIR340 MIR3938 MIR3974 MIR4295 MIR4307 MIR4424 MIR4477A MIR449C MIR4734 MIR4804 MIR548E MIR646HG MIR6812 MIR99AHG MIRLET7A1HG MIRLET7F1 MKRN1 MLIP-AS1 MLLT10 MLXIPL MNAT1 MORF4L2 MPZL3 MROH2A MSH2 MT-CO2 MT-CYB MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MT-RNR1 MT-TA MT-TC MT-TD MT-TE MT-TF MT-TL2 MT-TN MT-TR MT-TT MT-TY MTA3 MTCO1P17 MTCO3P12 MTCO3P47 MTFR1 MTIF2 MTND2P23 MTND3P10 MTND4LP14 MTND4P25 MTND4P26 MTND5P11 MTND5P12 MTND6P4 MTREX MTRF1L MTRR MYOM2 N4BP2L2 NAA20 NARF NARF-AS2 NBAS NBPF1 NCOA3 NDUFA5 NDUFAF5 NDUFAF7 NDUFV2 NEAT1 NEPRO NEXN NEXN-AS1 NF1P6 NFATC4 NFE2L2 NFKBIL1 NGDN NIBAN1 NIF3L1 NKTR NLN NOL11 NOP58 NOVA1 NOVA1-DT NOX5 NPHP3 NPIPB2 NPL NPM1P41 NSFL1C NSMCE1 NSMCE2 NUP214 NUP98 NUSAP1 NXPH1 OCIAD1-AS1 OPRL1 OR11H7 OR1L4 OR2AP1 OR2E1P OR2T4 OR4F15 OR4F6 OR4K15 OR4K2 OR4K5 OR5AP2 OR7E13P OR7E62P OR7H1P OSBPL9 OXA1L OXA1L-DT PAAF1 PACRGL PAIP1 PALMD PAPPA PAPPA-AS2 PARD3B PARN PARP2 PAXBP1 PCBP1-AS1 PCDH9-AS1 PCGF1 PCSK2 PDCD10 PDE3B PDE4B PDE5A PDS5B PDZD2 PGBP PHACTR2 PHGDH PIKFYVE PIRAT1 PITPNM1 PKN2 PLA1A PLA2R1 PLK4 PLN PLPBP PLPP3 PNPLA1 POLE4 POLN POLR1D POLR2A POLR3E POP5 PPFIBP1 PPIEL PPIL3 PPP1R21 PPP3R1 PREB PRKCH PRKD3 PRKG1 PRL PRMT7 PROCR PRPF4B PRR11 PRRX1 PSMB5 PSMD1 PSMD14 PTHLH PTMAP1 PTP4A1 PTPN9 PTPRK R3HDM1 RAD18 RAD50 RAD51B RALGAPA1 RANBP17 RAP1B RAPGEF2 RBBP9 RBM26 RBM39 RBMS1 REPS1 REV1 RFPL1S RFX3 RHOBTB3 RICTOR RIOK3 RMDN2 RN7SKP117 RN7SKP64 RN7SKP83 RN7SL162P RN7SL269P RN7SL283P RN7SL510P RN7SL577P RN7SL638P RN7SL700P RNA5SP145 RNA5SP177 RNA5SP483 RNA5SP49 RNA5SP73 RNA5SP92 RNA5SP98 RNASE11 RNF103 RNF212B RNF220 RNU1-101P RNU1-109P RNU1-131P RNU1-139P RNU2-45P RNU4-75P RNU4-84P RNU6-1136P RNU6-1153P RNU6-1277P RNU6-374P RNU6-445P RNU6-541P RNU6-636P RNU6-651P RNU6-663P RNU6-75P RNU6-784P RNU6-812P RNU6-827P RNU7-133P RNU7-196P RNY1P10 ROBO3 ROCK2 RPGRIP1 RPL21P26 RPL21P5 RPL21P62 RPL22P1 RPL23AP36 RPL23AP70 RPL29P8 RPL31P28 RPL31P30 RPL36AP38 RPL41 RPL7AP74 RPP30 RPS17P7 RPS2P48 RPS3AP11 RPS3AP7 RPS8P6 RSF1 RSPH14 RUFY3 RYK SAP130 SC5D SCFD1 SCN1A SCN1A-AS1 SCN2A SCN3A SEC63P1 SELENOI SEPHS1P6 SEPTIN1 SEPTIN7P14 SESN1 SESTD1 SETD5 SETDB1 SETP12 SF3A3P1 SF3B1 SGCA SGIP1 SGO2 SHC1 SIRT5 SKA3 SKAP1-AS2 SKIC3 SLAMF6P1 SLC10A5P1 SLC16A3 SLC17A1 SLC22A10 SLC25A13 SLC25A27 SLC25A32 SLC25A36 SLC25A46 SLC27A1 SLC35F5 SLC38A10 SLC5A6 SLC7A5P2 SLC7A7 SLU7 SMC3P1 SMG1P3 SMIM14 SMIM14-DT SMIM15P2 SNAP25-AS1 SNORA2C SNORA57 SNORA59B SNORA70 SNORD117 SNORD11B SNORD12 SNORD12B SNORD22 SNORD77B SNX29 SNX5 SPAG16 SPAG9 SPART SPDYA SPECC1L SPO11 SPTBN1-AS2 SPTLC1P1 SRBD1 SRP54 SRP68 SSB ST3GAL3-AS1 ST7 STAM2 STAMBP STARD3NL STAT4-AS1 STAU1 STIL STK33 STK38 STPG4 STRN SUMO4 SUPT20H SYF2P1 SYNE1 SYNRG SYT17 TAF11 TAF5 TAF8 TAPT1 TASOR2 TC2N TDRD15 TEX14 TEX41 TFB1M THAP12P5 TIA1 TIAL1 TINAG TK2 TM7SF3 TMBIM6 TMC4 TMEM123 TMEM14B TMEM212-IT1 TMEM237 TMPRSS11GP TMPRSS15 TNPO1 TNPO2 TOX4 TP53RK TRAF3IP2 TRAPPC12 TRAV10 TRAV22 TRAV25 TRAV3 TRAV32 TRAV38-2DV8 TRAV8-4 TRDN TRIB3 TRIM25 TRIM37 TRPC4AP TRPS1 TSGA10 TSHZ2 TTC21B TTC29 TTC6 TTL TTLL4 TTN-AS1 TUBAP13 TUBD1 TUBE1 TUSC3 TUT7 TXNDC16 TXNDC9 TXNL4AP1 UACA UBA5 UBE2E3 UBE2NP1 UBE2W UBE3C UBQLN1 UGGT2 UNC50 UNC80 UNK UQCC1 UQCRB USF3 USP3 USP3-AS1 USP32 USP34 USP37 USP53 USP8 UTP4 UTRN VIRMA VPS13C VPS13D VPS26CP1 VPS29 VPS50 VPS52 WAC WDPCP WDR35 WDR43 WDR54 WDR59 WEE1 WRN WTAP WWP1 XPO6 XRN1 YAF2 YTHDC2 YWHAB ZBTB4 ZC3H12A ZC3H12A-DT ZC3H6 ZC3H7A ZC3H8 ZCCHC4 ZFHX3 ZFYVE1 ZFYVE16 ZMIZ1-AS1 ZMYND11 ZNF133 ZNF184 ZNF385B ZNF512B ZNF638 ZNF680 ZNF736P6Y ZNF846 ZNF90 ZRANB3 ZSCAN32 SS18_SSX1_FUSION_UNIPROT_Q8IZH1_UNREVIEWED_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SS18_SSX1_FUSION_UNIPROT_Q8IZH1_UNREVIEWED_TARGET_GENES ACADL ADARB1 ADORA1 ADRA2A AFF3 AFP AGBL5 AGBL5-AS1 AGPAT2 AGPAT3 AIG1 AK7 AKAP6 AKAP8L ALG5 ALX4 AMZ1 ANGPT1 ANKRD20A3P ANO7 AP3B1 ARFGAP3 ARHGAP15 ARHGAP26 ARHGAP32 ARHGDIA ARHGDIG ARHGEF1 ARID5B ARRDC2 ASAP2 ASPHD1 ASXL1 ATM ATP1B1 ATP5MC1P1 B3GNT7 BATF3 BLACAT1 BNIP2 BORA C1QTNF12 C1orf174 C9 CACNA2D1 CADM1-AS1 CALCRL-AS1 CBX4 CCDC117 CCDC178 CCDC92 CCNE1 CCSAP CD274 CD63 CD63-AS1 CD8A CDHR17P CEBPA-DT CECR2 CEP170B CERS4 CFAP410 CFAP46 CKB CKS1B CLN6 CLSTN1 CLYBL CNNM2 CNPY1 CNR1 COBLL1 COL20A1 COL26A1 COL8A2 COL9A3 CPTP CREB5 CREM CROCC CRTC2 CRYAA CSPG4P13 CTIF CTSC DAB2 DACH1 DENND1A DGLUCY DHX40 DM1-AS DNAAF6 DNAI3 DNM3 DPP7 DST DST-AS1 DTWD1 DUSP23 DUSP4 DYNC1I2 E2F7 EBLN3P EEF1A2 EFNA5 EHBP1-AS1 ELFN1-AS1 ELOVL6 EML5 EMX1 ENAH ENDOV ENSG00000203900 ENSG00000228133 ENSG00000274432 EPB41L1 EPHA4 ESPNP ESRRA ETV1 EXOSC8 EYA1 EZH1 F7 FAM166C FAM227B FAM41C FAM99B FGF19 FGFR1 FHL1P1 FLRT3 FMNL1 FMNL1-AS1 FMNL1-DT FOXA3 FOXD3-AS1 FOXL1 FOXO3 FOXP2 GATA6 GATA6-AS1 GBX2 GCH1 GGH GIT1 GLUL GOLGB1 GPNMB GPR155-DT GRM7 H3-3B HES2 HES3 HHAT HHIP HLF HNRNPA3 HOXA-AS3 HOXA4 HOXC12 HSPA12A HSPD1 HSPE1 HSPE1-MOB4 HTR3B IGF2 ING1 INTS11 IQCH-AS1 IRX3 ITGA2B JAM2 KCNMB4 KCNQ2 KCTD21 KITLG KLF11 KMT2D LAMA3 LARS1 LFNG LGR5 LIMS1 LIN28B-AS1 LINC00229 LINC00705 LINC00900 LINC01101 LINC01230 LINC01235 LINC01275 LINC01385 LINC01523 LINC01569 LINC01972 LINC01994 LINC02239 LINC02454 LINC02698 LINC02806 LINC03000 LINC03025 LMO7 LMO7-AS1 LRMDA LRRC4 LSP1 LTBP3 LY6E-DT MAP2 MARCHF10 MBD6 MDM1 MDM2 MEG9 METRN METTL15 MIR3169 MIR615 MLLT3 MN1 MPP3 MPP7 MRPS10P1 MTCO3P12 MTTP MTX1 MXI1 MYC NCKAP5-AS2 NEDD4 NEUROG3 NFIB NFXL1 NKAIN2 NKAIN4 NOL4L NOTUM NPAT NPIPB4 NRBP2 NRXN2 NTNG2 NUDT16 NUDT16-DT NUDT4 OGFOD3 OGFR OLA1 OLFM2 OSBP OTUB1 OTX1 PAG1 PAN3 PCBP3 PCDH1 PCDH7 PCGF3 PCOLCE PCOLCE-AS1 PFKFB3 PGAP6 PHACTR3 PKD1P5 PKHD1L1 PLCE1-AS2 PLIN5 PLXNB1 POLRMT PPL PPM1N PRDM15 PRDM16-DT PRKAG2 PRSS56 PSEN2 PTCH1 PTGER2 PTHLH PTPN9 PWWP3A RAB2A RAB37 RAB3C RAB3IL1 RALB RAN RASA4 RASGRP3 RBP4 RCN1 RFX3 RFX3-DT RFX7 RGL2 RHOQ RHPN1 RIC8A RIIAD1 RN7SKP276 RNA5S13 RNA5S9 RNF39 RNU1-117P RNU2-2P RNU6-535P RNU6-948P ROBO2 ROCK1 RPH3AL RPL39P40 RPL7P30 RRBP1 RTN2 RUNDC3A RUNDC3A-AS1 RUNX1T1 SALL4 SAMD11 SATB1 SEC62 SELENON SEMA3C SEMA3E SEMA4C SERHL2 SERINC2 SEZ6L2 SH3PXD2A SHB SKAP1 SLC12A9 SLC1A3 SLC24A4 SLITRK3 SMARCD3 SMG1P4 SNORD74B SNX12 SOCS3 SOX18 SOX2-OT SRCIN1 SRRM3 SSH2 SSR4P1 ST6GALNAC6 ST7 ST7-AS1 ST7-OT4 STAT5B STAU2-AS1 SULF1 SULT2B1 SYMPK TASOR TBC1D16 TBC1D5 TBL1XR1 TCEA2 TCF4 TCF7L1 TCF7L2 TCP11L2 TEDC2-AS1 TEX9 THAP1 THBS3 THSD4 THSD7A TIMM44 TLE4 TMEFF2 TMEM181 TMEM218 TMEM260 TMEM30B TMEM45B TMEM91 TMOD1 TMTC2 TNXB TPM1 TRIM2 TRMT10A TRPS1 TSPAN12 TSPAN33 TSPO TUT4 TXNL4A UBL4A ULBP2 UNC13D USP17L24 USP35 USP53 VPS13B WDR74 WEE1 WNT10A WNT4 ZBED4 ZBTB46 ZCCHC7 ZNF131 ZNF385D ZNF385D-AS2 ZNF395 ZNF469 ZNF516 ZNF516-AS1 ZNF664 STN1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STN1_TARGET_GENES ACD AMZ2P1 ARF3 CCDC18-AS1 CUEDC2 DR1 PARD6A PPIA RAN SNHG15 ST6GALNAC6 SUMO1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SUMO1_TARGET_GENES AAAS AAGAB AARS2 ABCA17P ABCA3 ABCC5 ABCD4 ABHD16A ABLIM3 ABT1 ACBD4 ACOX3 ACSF3 ACTB ADAT2 ADGRL1 ADGRL1-AS1 ADHFE1 ADNP ADORA2A ADPGK ADPRS AFF1 AGFG1 AIMP1 AKIRIN1 ALDH4A1 ALG10 ALG10B ALG2 ALG5 ALKBH3 ALOX12-AS1 ALOX12B ANAPC2 ANAPC7 ANG ANKMY2 ANKRD13A ANKRD18CP ANKRD18DP ANKRD36 ANKRD36B ANKRD40 ANKRD46 ANKS6 AP3S2 AP4B1 AP4E1 AP5S1 APC2 API5 ARFGAP3 ARHGAP1 ARHGAP22 ARHGEF1 ARID1A ARL4A ARL6IP6 ARL8B ARPC4 ARPC4-TTLL3 ARTN ASAH1 ASAH1-AS1 ASB6 ASF1B ATG13 ATG16L1 ATG16L2 ATP6V0A1 ATP6V0CP3 ATP8A1 ATP8A1-DT ATPSCKMT B4GALT7 BAG3 BANF1 BBS1 BCAS4 BCKDHA BCL2L1 BCL6 BCO2 BECN1 BEND3 BEND6 BNIP1 BOD1 BOLA3 BOLA3-DT BORCS8 BORCS8-MEF2B BPTF BRAT1 BRPF1 BRWD1 BRWD1-AS2 BUD31 BYSL BZW1 BZW2 C15orf48 C16orf95-DT C18orf25 C19orf48P C1QBP C1QL4 C1orf220 C1orf52 C20orf203 C2orf50 C4orf47 C6orf62 C8G CA13 CAB39 CACNA1H CACNA2D4 CACTIN CASKIN2 CBL CBY1 CCBE1 CCDC103 CCDC107 CCDC142 CCDC144BP CCDC144CP CCDC149 CCDC9 CCT4 CCT5 CD164 CDC16 CDC40 CDC45 CDCA5 CDCA7L CDIPT CDIPTOSP CDK11A CDK16 CDK5RAP3 CDKL3 CDO1 CDYL CDYL-AS1 CELF1 CEMIP CENPE CENPN CENPS CENPS-CORT CEP76 CERNA3 CFAP221 CFAP276 CFAP54 CFAP77 CFDP1 CHCT1 CHD9 CHMP3 CHP1 CIRBP CITED2 CLDN1 CLDN16 CLPB CMC2 CNEP1R1 CNN2 CNNM2 COG8 COIL COL27A1 COL9A2 COMMD1 COMMD2 COMMD6 COMTD1 COPS4 COPS5 COPS7B COPS8 COPS8-DT COPS9 CPEB4 CPED1 CPSF1 CSHL1 CSNK1D CSNK2A1 CSPP1 CSTPP1 CUL2 CWC25 CWC27 CXCL12 CYB561D1 CYREN DAP3 DCLRE1B DCTN1 DCUN1D3 DDX18 DDX46 DDX47 DDX54 DEF8 DENND6B DENR DGAT2 DGAT2-DT DGKZ DHX30 DHX33 DHX33-DT DHX34 DHX8 DIAPH1 DISP3 DKK1 DLST DNAAF10 DNAAF3 DNAJC14 DNAJC2 DNLZ DNM2 DOHH DOP1A DPCD DPP8 DPP9 DRG2 DST DUS1L DUSP11 DUSP13 DUT DUT-AS1 DYNC1LI2 DYNC1LI2-DT DZANK1 EARS2 EED EEF1D EFCAB7 EFNA3 EFTUD2 EHD2 EIF1AD EIF2D EIF3F EIF3G ELAPOR1 ELDR ELN ELOVL2 ELOVL2-AS1 EMC1 EML1 ENPP3 ENSG00000225649 ENSG00000232995 ENSG00000236543 ENSG00000239137 ENSG00000273145 EP400 EPB41L4A-AS1 EPHB3 ERCC1 ERI2 ERLIN2 ESR2 ETV2 EWSR1 EXD1 EXD3 EXOC7 EXOSC3 EXOSC5 EXTL3 FAAP20 FAF2 FAM110A FAM133B FAM187A FAM20B FAM227A FAM3C FAM50B FAM83D FAM98B FANCM FBXO33 FBXO34 FBXO34-AS1 FBXW5 FCHO1 FCHSD2 FEM1A FGF7 FKBP3 FKRP FLT3LG FMNL3 FNBP1P1 FOS FOXCUT FRA10AC1 FRAT1 FRAT2 FRG1HP FRS3 FUCA1 FUS FXN GATAD1 GCLC GCLM GET3 GFI1B GFM2 GH1 GINS4 GLI1 GNB2 GOLGA3 GORASP2 GOSR1 GPATCH2 GPBP1L1 GPR108 GRAMD1C GRIPAP1 GSE1 GSPT1 GSTA4 GSTP1 GTF2H4 GTF3C3 GTF3C5 GUSBP1 H2AJ H2AZ2-DT H3C6 H4C11 H4C12 H4C16 H4C3 H4C4 H4C8 HADHA HADHB HARBI1 HAUS8 HDAC1 HDAC2 HDAC2-AS2 HIC1 HIF1AN HMGB1 HNRNPDL HOXA13 HOXA5 HROB HSPA6 HTD2 HYAL2 HYCC2 IBA57 IBA57-DT IER2 IGFBP3 IGFL4 IL18R1 ILF2 INAVA INSL6 INTS1 INTS14 IPO9 IPO9-AS1 IQCH IRF1-AS1 IRGQ ISCA2P1 ISY1 ISY1-RAB43 ITGB3BP ITGB5 ITPR1 ITPRIP KCNAB2 KCNH1 KCNH1-IT1 KCNIP2 KCNIP2-AS1 KCNT1 KCTD10 KCTD14 KCTD18 KDELR1 KDM1A KDM3B KIFC1 KLHL20 KMT2A KMT5B KPTN KRAS LACTB2-AS1 LAMP1 LDLR LIMCH1 LIMD1-AS1 LINC00205 LINC00461 LINC01116 LINC01140 LINC01385 LINC01547 LINC01569 LINC01600 LINC01749 LINC01775 LINC01829 LINC02324 LINC02332 LINC02340 LINC02453 LINC02574 LINC02615 LINC02762 LINC02768 LINC02980 LMAN2 LOC101929566 LPIN3 LRP4 LRPPRC LRRC37B LRRC41 LRRC59 LRRC71 LSM11 LTBP1 LUC7L LYRM1 MADD MAIP1 MAML3 MANCR MAP3K6 MAP3K7 MAPK1IP1L MAPKAPK3 MAPKAPK5 MAPKAPK5-AS1 MAPT MARCHF10 MAST1 MAT2A MBTD1 MBTPS2 MCM3AP MCM4 MCRIP2 MED16 MED20 MED23 MED4 METTL15 METTL26 METTL5 MFSD3 MGAT5B MGRN1 MIA2 MIA2-AS1 MIAT MIEN1 MINCR MIPEP MIR153-1 MIR3185 MIR4727 MIR5188 MIR548AW MIR6068 MIR638 MIR6781 MIR7-3 MIR7-3HG MKKS MKRN2 MND1 MNT MOK MPLKIP MROH8 MRPL1 MRPL13 MRPL38 MRPL39 MRPL46 MRPL48 MRPS11 MRTO4 MSC-AS1 MTBP MTCH1 MTERF1 MTERF3 MTMR14 MYL12-AS1 MYL12A MYL12B MYNN MYO9B NAPA NAPA-AS1 NBN NCBP3 NCKAP1 NCOA7 NDST2 NDUFAB1 NDUFAF1 NDUFAF4 NDUFB3 NDUFB7 NDUFS7 NECTIN1 NECTIN1-DT NFKB2 NHSL1-AS1 NIP7 NKAPD1 NKIRAS2 NME1 NME1-NME2 NOB1 NOCT NOG NOL9 NOP10 NOSIP NOTUM NOXA1 NPTX1 NR2F1-AS1 NR6A1 NRIP3 NRIP3-DT NSA2 NSFL1C NSL1 NUF2 NUP107 NUP107-DT NUP54 NUP85 NUS1 NUTM1 NVL NYAP1 ODAD1 OGA OSBP2 OTUB1 OTUD3 OXR1 OXR1-AS1 OXTR PABPC4 PAFAH1B3 PAFAH2 PAIP1 PAK4 PARL PARP3 PAWRP1 PAXIP1 PAXIP1-DT PCBD2 PCBP2 PCDHGA11 PCSK7 PDAP1 PDE2A PDE2A-AS1 PDE4A PDE6D PDE7B-AS1 PDIA6 PDK2 PDS5B PDZD9 PEMT PEX1 PEX10 PEX13 PEX3 PFDN4 PFKFB3 PHAX PHRF1 PIH1D2 PIK3R3 PIM1 PINK1 PKIA PLEKHG2 PLEKHG4 PLEKHH3 PLEKHJ1 PLK2 PLXDC1 PML PNO1 POC1B POC1B-GALNT4 POLG POLG-DT POLR1A POLR1F POLR1G POLR2A POLR2J4 POLR2L POLR3E POLR3F POP7 POR PPARD PPM1F PPM1J PPM1L PPM1L-DT PPP1R13L PPP1R37 PPP1R3B PPP2CB PPP6R3 PRDM8 PRKAB2 PRKCI PRKDC PRKG1-AS1 PRMT1 PRPF18 PRPF40A PRPSAP1 PRRG2 PSIP1 PSMB7 PSMC2 PSMC3 PSMD11 PSMD3 PSMD6 PSME3 PSMG2 PSORS1C1 PTCD3 PTCH1 PTDSS1 PTK6 PTK7 PTMA PTOV1 PTOV1-AS1 PUS10 PXN-AS1 QRICH1 R3HCC1 RAB11A RAB28 RAB2B RAB3IL1 RAD52 RAF1 RAG1 RAPGEF1 RAPGEF3 RASD1 RBBP5 RBBP6 RBIS RBM17 RBM28 RBM45 RBM48 RCL1 REG4 REPS1 REX1BD REXO4 RFXANK RGS5 RGS9 RHBDD1 RHBDD3 RHOC RHOT2 RIBC1 RIN1 RITA1 RMRP RN7SK RNA5SP158 RNASE4 RNASEK RNASEK-C17orf49 RNF130 RNF150 RNF214 RNF215 RNF216 RNU1-38P RNU1-8P RNU2-37P RNU6-9 RNU7-27P RNU7-29P RNY3 ROBO1 RPA2 RPF1 RPL18 RPL19 RPL21 RPL22 RPL26L1 RPL26L1-AS1 RPL38 RPL7P41 RPLP0 RPN2 RPP14 RPS14 RPS17 RPS18 RPS20 RPS29 RPS4X RPS7 RPSAP31 RRP1 RRP9 RSAD1 RUNX1 RUVBL1-AS1 RWDD1 RWDD3 RWDD3-DT SACM1L SAMD4B SAR1B SASH1 SAT1 SAT1-DT SATB2 SCAI SCAP SCRN2 SDCBP2 SEC14L1 SEC22B SEC61B SEH1L SELENOW SEMA3B SEMA6B SETD5 SF3A2 SF3A3 SGO2 SH2D6 SH3GL1 SIK2 SLBP SLC12A9 SLC24A1 SLC35E2B SLC39A3 SLC39A8 SLC44A1 SLC4A1AP SLC9A1 SLC9A7 SLX9 SMARCC2 SMARCD1 SMARCD2 SMC1A SMC3 SMG8 SMIM12 SMIM29 SMIM5 SNAP25-AS1 SNAPC4 SNHG11 SNHG17 SNHG20 SNHG29 SNHG7 SNORA13 SNORD49B SNORD54 SNRPD1 SNX18 SNX32 SOCS2 SOCS3 SPATA17 SPATA20 SPDYE1-AS1 SPECC1 SPECC1-DT SPHK1 SPHK2 SPINT2 SPOCD1 SREK1IP1 SRI SRRM3 SRRM5 SRXN1 SS18 SSNA1 ST13 ST3GAL2 ST7 STAG1 STAG1-DT STK17A STOML1 STX16 STX16-NPEPL1 STX18 STX18-AS1 STX3 SUDS3 SUFU SUGCT SUMO2 SUPT7L SUPV3L1 SUZ12P1 SVIL SYCE3 SYMPK SYN1 SYNM SYVN1 TACO1 TADA3 TAF1C TAFA2 TAP2 TAS1R1 TASOR TATDN3 TBC1D19 TBC1D28 TBCK TBL3 TBX2-AS1 TCERG1 TCP11L2 TDRD7 TEX2 TFEB TGFB1I1 TGS1 THBS1 THBS4-AS1 THSD4 THUMPD3-AS1 TIGD5 TIMM10 TIMM29 TIMM44 TJP2 TJP3 TLCD1 TMBIM1 TMBIM6 TMEM106C TMEM170A TMEM198B TMEM201 TMEM222 TMEM242 TMEM242-DT TMEM41A TMEM68 TMEM69 TMPO-AS1 TMPOP1 TNFAIP3 TNFRSF8 TOMM20L TOMM20L-DT TOMM22 TOMM22-DT TOP3B TOR2A TOX4 TP53 TPBG TPBGL-AS1 TRADD TRAF6 TRAM1 TRDMT1 TRIM59 TRIM59-IFT80 TRIP10 TRMT44 TRPC4AP TSC1 TSEN54 TSFM TSPAN4 TTC39A TTLL12 TTLL7 TUBA4A TUBB8 TYRO3 TYW5 U2AF2 UBB UBC UBE2B UBE2I UBE2V1P4 UBE3B UBE3D UBE4B UBFD1 UBTF UCHL3 UFD1 UFSP2 UIMC1 UPF2 UQCC6 UQCRC2 UQCRH USHBP1 USP15 USP30 USPL1 UTP18 UTP3 VARS1 VARS2 VDAC2 VPS13D VPS18 VPS36 VPS37D VPS4A VPS51 VPS52 VPS72 VPS9D1 VRTN VTI1A VTI1B VTRNA1-3 WASF1 WASF2 WDR11 WDR11-DT WDR24 WDR36 WDR38 WDR43 WDR70 WIZ WNK1 WRAP53 XKR6 XPNPEP3 XPO6 YBEY YIPF2 YTHDF2 YY1AP1 ZBTB34 ZBTB4 ZCCHC4 ZDHHC2 ZDHHC6 ZER1 ZFPL1 ZFR ZFTA ZMIZ1 ZMIZ1-AS1 ZNF165 ZNF205 ZNF212 ZNF213-AS1 ZNF219 ZNF276 ZNF3 ZNF300 ZNF329 ZNF341 ZNF398 ZNF408 ZNF490 ZNF554 ZNF576 ZNF614 ZNF628 ZNF629 ZNF76 ZNF839 ZRANB2 ZRANB2-DT SUPT16H_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SUPT16H_TARGET_GENES AAMP ABCA15P ABCA5 ABCA7 ABCB1 ABCB6 ABCC11 ABCE1 ABHD6 ABRAXAS1 ACACA ACAP3 ACAT2 ACOT7 ACOX2 ACOX3 ACSF2 ACSL3P1 ACTA2 ACTB ACTBP14 ACTC1 ACTG1 ACTG1P9 ACTL8 ACTR3 ACVRL1 ADAMTS1 ADAMTS7P4 ADAMTSL2 ADAMTSL4-AS1 ADCY6-DT ADD1 ADD3 ADD3-AS1 ADGRG1 ADIPOR1 ADORA1 AFAP1 AGAP1 AGBL5 AGBL5-AS1 AGKP2 AGPAT4 AJUBA AKT1 ALDH3B1 ALDOA ALG13 ALOXE3 AMOTL2 AMPD3 ANAPC7 ANG ANKRD10 ANKRD17 ANKRD17-DT ANKRD19P ANKRD28 ANKRD34C-AS1 ANKRD40 ANKRD52 ANKRD53 ANKS3 ANLN ANO3 ANTXR1 ANXA2 ANXA9 AP3B2 APBB3 APEH APOL3 AQP4 ARFGAP2 ARFIP1 ARHGAP15 ARHGAP21 ARHGAP23 ARHGAP5 ARHGAP5-AS1 ARHGEF28 ARHGEF9 ARID1A ARIH2OS ARL4AP5 ARL5AP1 ARMC9 ARPC3P5 ARPP19 ARPP21 ARRDC1 ASB8 ASGR1 ASIC1 ASXL1 ATF4 ATG16L1 ATG4D ATG9B ATM ATN1 ATP10B ATP11AUN ATP2A1 ATP5F1A ATP5F1E ATP5MC2 ATP5MGL ATP6AP1L ATP6V0D2 ATP6V1G1P4 ATRIP ATRX ATXN1-AS1 ATXN2L ATXN7L3-AS1 AURKAIP1 AUTS2 AVEN AVIL BAGE2 BATF2 BAZ1A-AS1 BAZ2B BBC3 BBIP1P1 BCL9L BDH2 BEAN1 BEX4 BHMT BICDL1 BIN1 BIVM BIVM-ERCC5 BLCAP BMERB1 BMP6 BMP7 BNIP3 BNIP3P23 BNIPL BOLA3 BOLA3-DT BOP1 BORCS8 BORCS8P1 BPTF BRD1 BRD2 BRD3 BRME1 BRSK1 BRWD1 BTG1 BTG1-DT BTG2-DT BUB1B BZW1 BZW1-AS1 C10orf55 C10orf95 C10orf95-AS1 C11orf97 C11orf98P1 C12orf57 C15orf61 C19orf38 C1QBP C1QTNF1 C1QTNF12 C1orf100 C1orf167 C1orf56 C2 C2CD2 C2CD2L C2orf73 C2orf88 C2orf92 C4BPA C9orf131 C9orf153 CAD CAGE1 CALD1 CAMK2D CAMSAP2 CAMTA1 CAP1 CAPN2 CARD8 CARNMT1 CASC15 CASD1 CASP8 CASQ1 CASQ2 CAV1 CBFA2T2 CBFB CBLC CBR3-AS1 CBX1 CC2D1A CC2D2A CCAR2 CCDC106 CCDC107 CCDC12P1 CCDC144NL-AS1 CCDC47 CCDC6 CCDC85B CCDC88C CCDC97 CCDC9B CCL28 CCN1 CCN6 CCNB1IP1P1 CCND1 CCNHP1 CCNI CCNL1 CCNP CCR5AS CCRL2 CCT7 CD151 CD22 CD300LB CD68 CD82 CDC25B CDC37L1-DT CDH1 CDH23 CDHR18P CDK13 CDK13-DT CDK5RAP2 CDK9 CDKL5 CDKN2B CDRT15P5 CEACAM16 CELA3A CELF2 CELF2-AS2 CELSR1 CEMP1 CENPU CEP170 CEP170B CEP250 CEP57L1 CEP95 CFAP141 CFAP418 CFB CFLAR-AS1 CHD8 CHEK1 CHI3L2 CHMP2A CHRNB1 CHST14 CHTOP CIB2 CIBAR2 CIRBP CISH CIZ1 CLASP1 CLASP2 CLASRP CLCN2 CLCN3P1 CLDN14-AS1 CLDN15 CLEC12A CLGN CLK1 CLP1 CLPTM1L CLTC CLUAP1 CMSS1 CMTM5 CNBD2 CNGB1 CNGB3 CNKSR2 CNOT9 CNTN2 CNTNAP2 CNTROB COG1 COG8 COL13A1 COL16A1 COL1A1 COL1A2 COL6A3 COL8A1 COL9A2 COMMD3 COMMD3-BMI1 COMMD6 COQ10A COQ3 CORO1C CORT CPEB2 CPEB4 CPSF3 CPVL-AS2 CRACR2B CRAT CREB3 CREB3L4 CREBBP CRIP2 CRNDE CRTC1 CRY1 CRYAB CRYBA4 CSDE1 CSNK1D CSNK1G2 CT70 CTBP2P1 CTHRC1 CTNNA2 CTPS1 CTSD CTTN CTU2 CUTA CUX1 CWC27 CX3CL1 CXCL8 CYCSP41 CYGB CYP1B1-AS1 CYP2W1 CYP3A7 CYP3A7-CYP3A51P CYP4A27P CYTH1 CYTH2 DALRD3 DAPK1 DAPK2 DAPK3 DAZAP2 DBN1 DBP DCAF6 DCAF7 DCBLD1 DCBLD2 DCLRE1C DCTD DCTN1 DCTN2 DDB2 DDX12B DDX39A DDX4 DDX42 DDX5 DDX56 DEFB135 DENND1B DENND2B DENND4B DEPDC4 DEPP1 DGAT1 DGKZ DHPS DHRS4-AS1 DHX30 DHX36 DIABLO DIS3L2 DKK3 DLG2 DLGAP1 DLGAP2 DLGAP3 DLGAP5 DLX2 DM1-AS DMPK DNAI2 DNAI7 DNAJB1 DNAJB14 DNAJB4 DNAJB5 DNAJB6P8 DNAJB8-AS1 DNAJC16 DNHD1 DNM3OS DOC2GP DOCK1 DOK7 DOLPP1 DOP1A DPEP1 DPF2 DPH5-DT DPP3 DPP3-DT DPP8 DPY19L4P1 DRD4 DSCR8 DST DST-AS1 DUS2 DUSP26 DUX4L18 DUX4L35 DYNC1I1 DYNC1LI1 DYSF DZIP1 E2F8 EBLN1 EDC4 EDIL3 EED EEF1A1 EEF1A1P12 EEF1A1P45 EEF1D EEF2 EEIG2 EFEMP2 EFHC2 EFNA1 EGFL6 EGLN2 EHBP1 EHBP1-AS1 EHMT1 EHMT2 EIF1 EIF2AK3-DT EIF4A1 EIF4A2 ELAC2 ELF1 ELF2 ELOC ELOCP31 ELP3 EMC1 EMC6 ENKUR ENO3 ENOSF1 ENSG00000201316 ENSG00000202231 ENSG00000225032 ENSG00000228771 ENSG00000230021 ENSG00000233223 ENSG00000233569 ENSG00000237761 ENSG00000252677 ENSG00000254363 ENSG00000260660 ENSG00000268460 ENSG00000273523 ENSG00000273828 EOLA2-DT EP400 EPB41L1 EPB41L2 EPB41L4A EPN1 EPN2 EPS8 EPS8L1 ERAP1 ERAP2 ERCC5 ERLIN2 ERP44 ERRFI1-DT ERVFRD-3 ESCO2 ESR1 ESRRB ESYT3 ETS1 ETV5 EVI2A EVI5L EVPLL EWSR1 EXOC3 EXOC5 EXOSC3 EXOSC7 EXTL1 EZH1 F13A1 FAAP20 FABP3 FADS1 FADS2 FADS3 FAM107B FAM135B FAM13C FAM151A FAM167B FAM174B FAM184A FAM193B FAM216A FAM234A FAM25EP FAM83E FASN FASTK FASTKD5 FBN1 FBXL2 FBXO2 FBXO44 FBXO7 FBXW4 FCAR FDPS FDX1P2 FDXACB1 FGD4 FGF12-AS1 FGF13 FGF5 FGFR1 FGFR1OP2 FGGY FH FIBP FIG4 FLCN FLNA FLOT1 FMNL1 FN1 FN1-DT FNDC9 FOXD1 FOXK2 FOXN1 FOXN3 FOXO3 FOXO6 FREY1 FRG2C FRMD4A FRMD4B FRMD6 FRY FRYL FSHR FSIP2 FTL FTSJ1 FTSJ3 FYN G2E3-AS1 G3BP1 GAB2 GABPB1 GABPB1-AS1 GADD45A GALK1 GALNS GALNT14 GAPDH GARNL3 GAS5 GAS5-AS1 GAS6 GATA2 GATA2-AS1 GCN1 GDI2 GET4 GFM2 GIPC2 GIPR GLG1 GLI2 GLIS1 GLP2R GLRA4 GLRX2 GLT8D2 GLYR1 GMNN GNAI1 GNAI2 GNL1 GOLIM4 GPAA1 GPBP1L1 GPC1 GPC1-AS1 GPN2 GPN3 GPR17 GPRIN2 GPT GPT2 GPX2 GREM1-AS1 GRIA2 GRIK5 GRK5 GRN GSK3B GSK3B-DT GSTA4 GSTT4 GTF2F2 GTF2F2P2 GTF3C1 GTF3C3 GTPBP2 GTPBP6 H1-9P H2AC10P H2AC12 H2AC20 H2AC6 H2BC17 H2BC3 H2BC5 H3-3B H3C11 H3C2 H4C1 HAS3 HAT1 HBP1 HCFC1R1 HCFC2 HDAC9 HDGF HDHD3 HDLBP HDX HEG1 HELZ2 HENMT1 HERC1 HERC3 HERPUD1 HES4 HGFAC HGS HINFP HINT3 HIRA HK1 HLA-DMA HMCN2 HMGA1P8 HMGA2 HMGN1P12 HMGN2P13 HNRNPA0 HNRNPA1 HNRNPA1P64 HNRNPDL HNRNPUL1 HOOK2 HOXB6 HOXD11 HR HRG-AS1 HSF1 HSP90AA1 HSPA1A HSPA1L HSPA8 HSPB1 HSPB2 HSPB2-C11orf52 HSPB6 HTATSF1 ICAM1 IDI1 IDS IER3 IER3-AS1 IFFO1 IFI16 IFI35 IGDCC3 IGFL2-AS1 IGHV5-51 IGLV3-21 IGLVI-38 IGLVI-68 IL11 IL12A IL1RAPL1 IL36A ILF3 ILVBL IMPDH2 INF2 ING3 INHBE INKA1 INKA2 INPP4A INPPL1 INTS10 INTS13 INTS6 INTS6-AS1 INVS IP6K2 IPO5 IQCH-AS1 IQGAP1 IRF1-AS1 IRF2BP1 IRX5 ISCU ISG15 ISG20L2 ITGA3 ITGA7 ITGB1BP1 ITGB2 ITGB4 ITGB5 ITIH4 ITPR1 ITPRID2 ITPRID2-DT JAKMIP3-AS1 JKAMP JMJD8 JOSD1 JPT1 JRK JUNB JUND KAT14 KBTBD2 KBTBD4 KCNAB2 KCNB1 KCNC1 KCNG2 KCNJ16 KCNJ2 KCNK6 KCNQ4 KCTD11 KCTD13 KCTD20 KDM2B KDM3A KEAP1 KIAA1755 KIDINS220 KIF1A KIF9 KLF4 KLF6 KLF7 KLF9 KLHDC2 KLHL18 KLHL31 KLHL7 KLHL7-DT KMT2E KNTC1 KPNA2 KPNA2P2 KPNA4 KREMEN2 KRT18P54 KRT78 KRTAP13-3 KRTAP2-4 KTN1 L3HYPDH LACTB2-AS1 LAD1 LAMB2 LAMC1 LAMP1 LAMTOR4 LAT LCE3A LCORL LDLRAP1 LEF1 LEF1-AS1 LEMD2 LENG8 LGALS1 LGALS8 LGALS8-AS1 LHFPL1 LHFPL2 LIAS LIF-AS2 LIMS1-AS1 LINC-PINT LINC00331 LINC00334 LINC00430 LINC00437 LINC00470 LINC00472 LINC00513 LINC00523 LINC00607 LINC00649 LINC00677 LINC00837 LINC00886 LINC00944 LINC00963 LINC00968 LINC01004 LINC01220 LINC01256 LINC01355 LINC01465 LINC01475 LINC01501 LINC01521 LINC01584 LINC01730 LINC01774 LINC01920 LINC01929 LINC02004 LINC02056 LINC02079 LINC02112 LINC02205 LINC02210 LINC02264 LINC02283 LINC02352 LINC02355 LINC02432 LINC02434 LINC02550 LINC02577 LINC02598 LINC02629 LINC02709 LINC02739 LINC02790 LINC03016 LINC03028 LINC03108 LIPT2 LMAN2L LMNA LMO3 LNCOC1 LOXL2 LPCAT4 LRIG3 LRIG3-DT LRP1 LRP3 LRP5 LRRC32 LRRC37A11P LRRC37A5P LRRC74B LRSAM1 LSAMP LTO1 LVRN LYZL6 LZTR1 MAB21L4 MAD2L1BP MAF MAF1 MAGED1 MAGI1 MAGI2 MAGI2-AS3 MALAT1 MAMDC4 MAP1LC3A MAP2K7 MAP3K1 MAP3K10 MAP3K15 MAP4K1 MAP4K3 MAPK8IP3 MAPKAPK3 MAPRE3 MAPRE3-AS1 MAPT-AS1 MAPT-IT1 MARCHF4 MARCHF6 MARK3 MARS1 MARVELD1 MAT2B MATN1-AS1 MAU2 MAZ MB MBD6 MBOAT7 MBTPS1 MBTPS1-DT MCAT MCF2 MCM3AP MDC1 MDP1 MDS2 ME3 MECOM MED15 MED22 MED26 MED28 MED28-DT MEF2C METTL22 METTL25B MICOS10P3 MID1 MINK1 MIR100HG MIR1226 MIR1238 MIR1252 MIR125B1 MIR1273H MIR130AHG MIR133A1HG MIR137HG MIR141 MIR151A MIR196A2 MIR210 MIR210HG MIR221 MIR222 MIR222HG MIR22HG MIR25 MIR3120 MIR3130-1 MIR3130-2 MIR3188 MIR34AHG MIR3619 MIR3692 MIR3973 MIR4270 MIR4434 MIR4470 MIR4669 MIR4748 MIR4794 MIR5188 MIR558 MIR579 MIR604 MIR6090 MIR6131 MIR623 MIR6807 MIR6832 MIR6853 MIR6892 MIR7111 MIR762HG MIR7845 MIR8063 MIR9-1HG MIR93 MIRLET7I MIXL1 MKLN1 MKNK1 MKRN4P MLLT6 MMADHC MMP10 MMP17 MMP25 MMS22L MN1 MND1 MOCS2 MORC2 MPC2 MPHOSPH6P1 MPP2 MPPED2 MPV17 MRC2 MROH6 MRPL3 MRPL40 MRPS22 MSH4 MSI2 MSTN MT-RNR1 MT-TF MT-TP MT1P3 MT2A MTA1 MTATP6P15 MTCO1P31 MTCO1P44 MTCO2P15 MTCO2P32 MTCO3P12 MTF1 MTFR1L MTFR2P1 MTIF3 MTMR12 MTND1P15 MTND1P4 MTNR1B MTR MTSS1 MUC12 MUSTN1 MVK MVP-DT MXI1 MXRA7 MXRA8 MYCNOS MYH13 MYH9 MYL11 MYL12A MYL4 MYL6 MYL6B-AS1 MYLK MYO10 MYO19 MYO1D MYO1F MYO3A MYO5C MYOM3 MZB1 N4BP2L1 NAB2 NABP2 NACAD NACAP10 NAGK NALCN NALF2 NAMPT NAMPT-AS1 NANOS1 NAT1 NAT10 NBR1 NCK2 NCKAP1 NCOR2 NDST1 NDUFB11 NDUFB2 NDUFB9 NDUFS3 NDUFS7 NEAT1 NECTIN3 NEDD4L NEK10 NEK2 NEK2-DT NEMP1 NETO1 NETO1-DT NEXMIF NFATC3 NFE2L1 NFE2L1-DT NFE2L2 NFIC NFKBIB NFYA NHEJ1 NID2 NINJ1 NKX2-1 NMD3P2 NME2 NME9 NMT2 NNMT NOL3 NOL6 NOP16 NOXO1 NPLP1 NPNT NR2F6 NR3C2 NR4A2 NRDC NRIP3 NRN1 NRP1 NRXN1 NRXN2-AS1 NT5E NTHL1 NTM NTRK3 NUBPL NUDT4 NUDT6 NUMBL NXF5 NXNP1 OARD1 OAZ2 OBSL1 OGFOD1 OGG1 OGT OOSP1P1 OPA1 OR10T1P OR51T1 OR5P3 OR6V1 ORC4 OSBP OSBP2 OSBPL11 OSCP1 OSMR-DT OVCH2 P2RX6P P3H3 P4HA2 PAAF1 PABPC4 PACRG-AS3 PACS1 PACS2 PAF1 PAICSP7 PAIP2 PAK4 PALMD PALS2 PAM PANK2 PANK4 PAPOLA PAPOLA-DT PARL PARP1 PATZ1 PAWRP1 PAXBP1 PBXIP1 PCBP1-AS1 PCBP3 PCBP4 PCIF1 PCLO PCNX1 PCSK7 PCSK9 PDAP1 PDCD4 PDCD6 PDCL2P1 PDE1B PDE3A PDE4A PDE5A PDGFC PDGFRA PDK4 PDLIM7 PDPR PDXP PENK PENK-AS1 PER1 PEX5 PFDN2 PGAM2 PGGT1B PGM5 PGRMC2 PHB1 PHC2 PHC3 PHF12 PHF23 PHKG2 PHLDA1 PHLDA1-DT PHLDB1 PHYKPL PIANP PIGH PIGP PIK3R2 PIK3R4 PIN1-DT PIPOX PITPNM1 PKP3 PLA2G4C PLA2G6 PLAT PLAU PLCG1-AS1 PLEC PLEKHG1 PLEKHG5 PLG PLIN3 PLOD2 PLP2 PLPP5 PLSCR3 PLXNA4 PMCH PNKD PNLIPRP1 PNP PNPLA3 POLD2 POLD4 POLDIP3 POLR2A POLR2C POLR2F POLR2G POLR3G POT1 POU2AF3 POU5F1P5 PPFIA2 PPFIBP2 PPIAP32 PPIAP39 PPIAP41 PPIAP54 PPIAP59 PPIEL PPIG PPM1N PPME1 PPP1R1AP1 PPP1R3E PPP2R2D PPP2R3B PPP2R3C PPP4R1 PPP6R2 PPT1 PPT2 PPT2-EGFL8 PQBP1 PRAM1 PRELID1 PRELID3A PRELID3BP8 PREPL PRICKLE1 PRICKLE2-DT PRKAB1 PRKAR1A PRKCH PRMT1 PROSER3 PRPF40A PRR3 PRRC2A PRRT3-AS1 PRSS2 PRSS23-AS1 PRSS53 PRTN3 PRXL2B PSKH2 PSMA7 PSMB1 PSMC6 PSMD11 PSMD2 PSMD6-AS2 PSME3 PSRC1 PTMA PTOV1 PTPA PTPN23 PTPN23-DT PTPN3 PTPN4 PTPRJ PTPRK PTPRM PUM1 PWWP3A PXDC1 PYCR1 PYCR1-AS1 R3HCC1 RAB11A RAB11B-AS1 RAB18 RAB24 RAB26 RAB33B-AS1 RABGGTA RACK1 RAD23B RAPGEF3 RAPGEFL1 RARB RARG RASGRP3 RASSF10 RASSF10-DT RASSF4 RASSF8-AS1 RBBP5 RBM10 RBM14 RBM20 RBM22 RBM24 RBM39 RBM39P1 RBM45 RBM4B RBM5 RCC1 RCC2P8 RDH10-AS1 RDH5 REG1B RELT REN RERE RFPL1S RFTN1 RFX6 RGL2 RGMB RGS10 RGS14 RGS17 RGS3 RHBDD3 RHOA RHOC RIC8A RIN1 RIPOR1 RIPOR3 RMC1 RMDN1 RN7SKP116 RN7SKP264 RN7SKP4 RN7SKP52 RN7SKP64 RN7SL101P RN7SL148P RN7SL322P RN7SL45P RN7SL520P RN7SL525P RN7SL820P RN7SL862P RNA5SP170 RNA5SP258 RNA5SP279 RNA5SP326 RNA5SP38 RNA5SP392 RNA5SP425 RNA5SP531 RNASE4 RND3 RNF103 RNF11P2 RNF123 RNF13 RNF150 RNF167 RNF213 RNFT1 RNU2-3P RNU2-43P RNU4-18P RNU4-2 RNU4-73P RNU5A-6P RNU6-1072P RNU6-1231P RNU6-1258P RNU6-221P RNU6-239P RNU6-26P RNU6-301P RNU6-341P RNU6-495P RNU6-658P RNU6-65P RNU6-89P RNU6-948P RNU7-140P RNY4P6 ROPN1L ROPN1L-AS1 RP9 RPL10 RPL12P7 RPL13 RPL13A RPL15P19 RPL17 RPL17-C18orf32 RPL17P11 RPL18 RPL21 RPL21P126 RPL22P19 RPL24 RPL26L1 RPL26L1-AS1 RPL27A RPL29P1 RPL30P14 RPL31 RPL32P22 RPL36 RPL37P2 RPL39P14 RPL6 RPL7A RPL7P20 RPL8 RPL9 RPS15A RPS16P9 RPS17 RPS23 RPS6KA2 RPS7P15 RPS8 RPSAP31 RRAGB RRAS RRAS2 RRP36 RSRC2 RSRP1 RTN2 RTN4 RUNX2 RUNX3 RXRB S100A13 S100A16 SAE1 SALL4P5 SASH1 SCAND2P SCAPER SCD SCN4A SCX SCYL2 SDC4 SELENOW SEMA4A SEMA4G SEMA6A SEPSECS-AS1 SEPTIN11 SEPTIN2 SEPTIN9 SERHL2 SERPINH1 SERTAD3 SESN2 SET SETD5 SETD7 SETDB1 SF3B2 SFTA2 SGK1 SGK3 SGSM3 SHARPIN SHD SHF SIAH1 SIK3 SIM2 SINHCAF SIPA1L3 SIRT2 SIVA1 SIX5 SKIL SLAMF8 SLC12A4 SLC16A6 SLC20A2 SLC22A31 SLC23A3 SLC25A13 SLC25A30-AS1 SLC35C2 SLC35E4 SLC35F5 SLC35G1 SLC38A2 SLC3A2 SLC47A2 SLC5A9 SLC9A1 SLCO4A1 SLFN13 SMAD3 SMAP2 SMARCD3 SMC3 SMG6 SMIM19 SMIM7 SMOX SMURF2 SNAI2 SNAI3-AS1 SNF8 SNHG1 SNHG10 SNHG14 SNHG5 SNHG7 SNHG8 SNN SNORA10 SNORA17A SNORA17B SNORA24 SNORA27 SNORA33 SNORA47 SNORA50C SNORA59B SNORA63 SNORA63B SNORA70 SNORA73A SNORA73B SNORA80E SNORA81 SNORD100 SNORD102 SNORD116-10 SNORD116-15 SNORD14E SNORD19B SNORD2 SNORD22 SNORD24 SNORD25 SNORD26 SNORD27 SNORD28 SNORD32A SNORD33 SNORD34 SNORD35A SNORD36B SNORD46 SNORD49A SNORD50B SNORD58A SNORD58B SNORD60 SNORD65 SNORD68 SNORD95 SNRNP40 SNX16 SNX18 SOD3 SORL1 SP3 SPACA5 SPACA6 SPAG17 SPAG9 SPARC SPATA5 SPEF2 SPINK7 SPNS2 SPNS3 SPOUT1 SPRED3 SPRY1 SPTAN1 SPTBN5 SRD5A3-AS1 SRP68 SRPK1 SRRM2-AS1 SRRT SRSF10 SS18 SSBP4 SSC5D SSH3 SSR1 SSR3 ST20 ST20-MTHFS ST3GAL1 ST3GAL1-DT ST7L STAM STAM-DT STARD9 STAT3 STAT6 STC2 STIM1 STK10 STK17B STN1 STRADA STRIP1 STRN4 STX18 STXBP4 SUCLA2 SUCLG2 SUCLG2-DT SUGCT SUN2 SUPT4H1P2 SUPT5H SWSAP1 SWT1 SYBU SYNE2 TAF10 TAGLN TAMALIN TARS1-DT TAS2R1 TATDN1 TBC1D1 TBC1D14 TBC1D3P6 TBCD TBP TBX2-AS1 TCEA2 TCF4-AS1 TCF7L2 TCP11L1 TCTA TEAD3 TECR TECRL TESK2 TESPA1 TGFBI TGIF1 THBS1 THBS2 THEM6 THNSL1 THOC5 THOC6 THOP1 THRA THUMPD3-AS1 THY1-AS1 TIMM17B TINAGL1 TJAP1 TLCD2 TLCD3B TLE4 TLL2 TLN1 TLX3 TM2D3 TM7SF2 TM9SF1 TMBIM6 TMC2 TMCO1 TMED1 TMED11P TMEM106A TMEM106B TMEM108 TMEM120B TMEM123 TMEM132A TMEM132E TMEM132E-DT TMEM19 TMEM199 TMEM221 TMEM253 TMEM259 TMEM38A TMEM40 TMEM50B TMEM69 TMEM70 TMEM86A TMEM9 TMEM91 TMSB4X TNFAIP2 TNNI1 TNNT1 TNNT2 TNS1 TNS2 TNS2-AS1 TOM1L2 TOMM20 TOMM22P5 TOMM5 TOR2A TP53 TPI1 TPM1 TPM2 TPM3 TRABD2A TRADD TRAF3IP3 TRAF4 TRAF7 TRAPPC1 TRAPPC12 TRAPPC2L TRBV1 TRBV25OR9-2 TRGVA TRIM11 TRIM28 TRIM4 TRIM41 TRIM59 TRIM67 TRIM7-AS1 TRIO TRIP12 TRMU TRPC4 TRPM7 TRPS1-AS1 TSEN34 TSKU TSTD2 TTC21A TTC28 TTC7B TTN-AS1 TUBA1B-AS1 TUBA5P TUBB TUBB2B TUBB4B TUFT1 TUSC2 TWNK TXNDC8 TYSND1 TYW3 UACA UBA1 UBA5 UBAP2L UBC UBE2D3 UBE2D3P2 UBE2I UBE2L3 UBE2M UBE2Q1 UBE2Q2 UBE2SP1 UBE2V1P5 UBE3B UBN1 UBOX5 UBP1 UBTF UBXN6 UGCG UGDH UGDH-AS1 UGP2 UMOD UNKL UPK1A UQCC1 UQCC6 URB1 URB1-AS1 USO1 USP11 USP3 USP36 USP37 USP40 USP45 USP9X UTP18 UVRAG VASP VAT1 VCAN-AS1 VEZF1 VGLL4 VMP1 VN1R46P VOPP1 VPS13A-AS1 VPS26C VPS28 VPS37B VSIG10L VSIG10L-AS1 VTI1B VTN VWCE WBP2NL WDR27 WDR37 WDR54 WDR74 WDR82 WEE2-AS1 WNT1 WNT7B WRAP53 WRNIP1 WSB2 WSCD1 WT1-AS WWC2 XPNPEP2 XPO1 XYLT1 YAE1 YBEY YLPM1 YPEL4 ZBTB37 ZBTB4 ZBTB43 ZC3H6 ZC3H7A ZC3H8 ZCCHC13 ZCCHC17 ZDHHC12 ZDHHC15 ZDHHC8 ZEB1 ZEB1-AS1 ZEB2 ZEB2-AS1 ZFAS1 ZFAT ZFP90 ZFP91-CNTF ZFYVE16 ZIC1 ZIC4 ZKSCAN7 ZNF146 ZNF148 ZNF169 ZNF207 ZNF219 ZNF22-AS1 ZNF226 ZNF236 ZNF24 ZNF329 ZNF337-AS1 ZNF358 ZNF362 ZNF384 ZNF385B ZNF391 ZNF407 ZNF408 ZNF444 ZNF446 ZNF500 ZNF516 ZNF516-AS1 ZNF529 ZNF563 ZNF566 ZNF571-AS1 ZNF577 ZNF580 ZNF581 ZNF582 ZNF582-DT ZNF584 ZNF584-DT ZNF603P ZNF638 ZNF649 ZNF649-AS1 ZNF653 ZNF668 ZNF768 ZNF879 ZNF971P ZNHIT2 ZSCAN16-AS1 ZSCAN26 ZSCAN30 ZYX ZZZ3 SUPT20H_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SUPT20H_TARGET_GENES AAAS AAR2 AARSD1 AASDH ABCA11P ABCB8 ABCB9 ABCF2 ABCF3 ABHD2 ABT1 ACAD11 ACAD9 ACO2 ACOT13 ACOT8 ACOX3 ACP1 ACP2 ACSF3 ADAP2 ADAR ADAT2 ADPGK ADPRHL1 ADPRS AGBL5 AGBL5-AS1 AGPAT1 AHCYL2 AHSA1 AK2 AKAP8L ALDH6A1 ALG1 ALG10 ALG10B ALKBH3 ALKBH5 ALKBH7 AMN1 ANAPC15 ANAPC2 ANAPC5 ANKFY1 ANKHD1 ANKHD1-DT ANKHD1-EIF4EBP3 ANKRD11 ANKRD16 ANKRD26 AP2A1 AP2B1 AP2M1 AP2S1 AP3S1 AP3S2 AP5Z1 APBB3 APTX AQR AREL1 ARHGAP1 ARHGEF2 ARID3A ARMC1 ARMC6 ARRDC1-AS1 ATAD3B ATG12 ATG5 ATP13A4 ATP5F1B ATP5F1D ATP5MF ATP5MF-PTCD1 ATP5PD ATP6V1C1 AURKAIP1 B4GALT5 B4GALT7 BANF1 BANP BAP1 BBS1 BCKDHA BECN1 BLOC1S1 BLOC1S3 BMF BMS1 BOD1 BOLA1 BORCS8 BORCS8-MEF2B BPGM BRCA1 BRF2 BRIX1 BTBD10 BTD BUB1B BUB3 BUD23 BYSL C10orf88 C11orf58 C12orf4 C12orf43 C12orf60 C12orf76 C17orf75 C1D C1orf109 C1orf74 C2orf49 C6orf52 C7orf50 C8orf33 CACTIN CALCOCO1 CAMKK2 CAMTA1 CAMTA1-DT CANX CAPZA1 CATSPERD CCAR2 CCDC103 CCDC106 CCDC12 CCDC142 CCDC159 CCDC163 CCDC174 CCDC191 CCDC47 CCDC59 CCDC77 CCDC86 CCDC90B CCDC90B-AS1 CCDC97 CCHCR1 CCNA2 CCNK CCNT1 CCT4 CCT6B CD69 CDADC1 CDC123 CDC23 CDC5L CDCA3 CDCA8 CDK11A CDK12 CDK5RAP1 CDKAL1 CDKN2C CELF3 CENPA CENPK CENPL CENPP CENPQ CENPW CEP128 CEP250 CEP290 CFAP298 CFAP298-TCP10L CFAP410 CFAP90 CFAP99 CGGBP1 CHCHD3 CHCHD4 CHMP1B CHMP4A CHMP4B CHRNB1 CHTOP CHURC1 CHURC1-FNTB CIAO2A CIAPIN1 CIC CIDECP1 CIITA CKLF CKLF-CMTM1 CLPB CLPTM1L CMBL CMTM3 CNOT1 CNOT3 CNPY2 COASY COMMD1 COMMD2 COPB2 COPB2-DT COPE COPS2 COPS4 COPS5 COPS7B COPS8 COPS8-DT COPZ1 COQ4 COQ9 CORO7 COX16 CPSF1 CRBN CREBBP CROCCP2 CRTC2 CSPP1 CSTPP1 CTNNA1 CTNNA1-AS1 CTU2 CUL4A CWC25 CWC27 CWF19L1 CXXC1 CXorf38 CYB561D2 CYB5D1 CYTH2 DAGLB DARS2 DCAF11 DCAF15 DCAF7 DCAKD DCP1A DCTN4 DCTN5 DCTPP1 DCUN1D4 DDX19A DDX19A-DT DDX23 DDX41 DDX42 DDX49 DDX51 DDX55 DDX56 DENR DHDDS DHX33 DHX33-DT DHX38 DMAP1 DNAAF10 DNAJA3 DNAJB11 DNAJB12 DNAJC11 DNAJC18 DNAJC2 DNAJC21 DNAJC30 DNAJC8 DNM2 DNTTIP2 DPF2 DPH3 DPM1 DPP9 DRC3 DRG2 DSTYK DUS2 DXO DYNC1I2 DYNLT1 DYNLT2 DYRK1B DZANK1 E2F4 ECD EEF1A1 EEF1A1P18 EEF1A1P23 EEF1D EEFSEC EFCAB7 EFTUD2 EHMT1 EID2B EIF1AD EIF2AK3 EIF2AK3-DT EIF2B4 EIF2D EIF2S2 EIF3E EIF3F EIF4A1 ELOC ELP4 EMC1 EMC10 EMC3 EMC3-AS1 EMC4 EMC6 EMG1 ENPP3 ENSA ENSG00000200288 ENSG00000230021 ENSG00000232995 ENSG00000233223 ENSG00000261335 ENSG00000268403 ENSG00000275765 ENSG00000278390 ENY2 ERAL1 ERCC5 ERCC6L2 ERCC6L2-AS1 ERG28 ERGIC2 ERH ERMARD ERP44 ERVK3-1 EVI5L EWSR1 EXOC8 EXOSC3 EXOSC5 EXOSC9 FAF1 FAHD1 FAM117A FAM149B1 FAM162A FAM185A FAM187A FAM220A FAM222B FAM228B FAM76A FAM91A1 FAM98A FAM98B FANCD2 FARS2 FAU FBH1 FBXL19 FBXL19-AS1 FBXL9P FBXO15 FBXO22 FBXO24 FBXO45 FBXW9 FCF1 FDPS FEM1A FLAD1 FLJ30679 FMC1 FMC1-LUC7L2 FOXRED1 FRMD5 FRYL FSBP FZD1 G3BP1 GALK2 GAN GANC GAR1 GAR1-DT GARIN5A GATAD2A GATB GATC GBF1 GCDH GDF5 GET3 GFM2 GHITM GIN1 GK5 GLOD4 GLRX5 GNL1 GNPTG GOLGA3 GPALPP1 GPAM GPATCH3 GPI GPR108 GPRC5D-AS1 GPRIN2 GRAP2 GRK4 GSTCD GTF2B GTF2H1 GTF2H4 GTF2IP12 GTF2IP13 GTF2IP20 GTF2IRD1P1 GTF3A GTF3C3 GTF3C5 GTPBP10 GTPBP2 GTPBP3 GTPBP4 H2AZ2 H2AZ2-DT H3-3B HACL1 HAGH HASPIN HAX1 HBP1 HBS1L HDAC6 HDGF HDGFL2 HELQ HEXA HEXA-AS1 HEXIM2 HEXIM2-AS1 HIKESHI HIRA HMBOX1 HMGB1 HMGB3P22 HMGCR HMGXB3 HNRNPA0 HNRNPA1 HNRNPC HNRNPH3 HNRNPL HNRNPUL1 HOXC5 HPS4 HPS5 HSP90B1 HSPA5 HSPA5-DT HSPA6 HSPB6 HSPD1 HSPE1 HSPE1-MOB4 HYCC2 IARS1 ICE1 IDH3B IDH3B-DT IFRD2 IFT20 IFT27 IFT74 IFT80 IFTAP IGHMBP2 IK ILF2 ILF3 ILF3-DT IMMP1L ING3 INKA2 INO80B INO80B-WBP1 INTS12 INTS14 INTS5 INTS9 INVS IPO11 IPO4 IQCD IRGQ ISG20L2 ISOC2 ISY1 ISY1-RAB43 ITGA7 ITGAE ITGB3BP JARID2 JARID2-DT JMJD4 JRK JUP KANSL1 KAT6A KAT6B KAT7 KATNB1 KBTBD4 KBTBD6 KCTD10 KCTD2 KCTD5 KDM5A KHSRP KIAA0232 KIAA0586 KIAA1143 KIF15 KLC4 KLHL20 KLRC2 KLRC4 KLRC4-KLRK1 KMT2A KMT2D KMT5C KRR1 KRTCAP2 LAMA1 LAMC1-AS1 LAMP1 LAMTOR5 LAMTOR5-AS1 LARP7 LARS1 LAS1L LDLRAD4 LENG1 LGALS3BP LIAS LIN52 LINC00938 LINC01409 LINC01547 LINC01719 LINC02098 LINC02145 LINC02642 LINC02868 LINC02899 LINC02926 LIPE-AS1 LMAN2 LMF2 LOC124900257 LONP1 LRCH4 LRP3 LRPPRC LRRC14 LRRC27 LRRC40 LRSAM1 LSG1 LSM5 LSM7 LTN1 LYRM4 LYSMD1 LZIC MAD2L1BP MAF1 MAFK MAGOH MAGOH-DT MAGOHB MAIP1 MAN2C1 MAP2K7 MAP3K11 MAP3K7 MAPKAPK5 MAPKAPK5-AS1 MARCHF6 MCEE MCRS1 MDH1 MED1 MED18 MED20 MED23 MED24 MED27 MED6 MED9 METTL15 METTL25 METTL25B METTL4 METTL9 MGAT5 MIA3 MIR1289-1 MIR1538 MIR4279 MIR4479 MIR4507 MIR4526 MIR4538 MIR4539 MIR4727 MIR4757 MIR4999 MIR638 MIS18A MITD1 MIX23 MKRN2 MKS1 MLST8 MMACHC MMUT MNAT1 MOB4 MOCS3 MOK MPHOSPH10 MPV17L2 MRM3 MRPL1 MRPL13 MRPL16 MRPL2 MRPL20 MRPL21 MRPL24 MRPL28 MRPL3 MRPL30 MRPL39 MRPL4 MRPL40 MRPL44 MRPL47 MRPL48 MRPL49 MRPL53 MRPL55 MRPL57 MRPL9 MRPS17 MRPS18C MRPS23 MRPS31 MRPS31P4 MRPS31P5 MRS2 MRTO4 MSMO1 MST1P2 MT-ND1 MT-RNR1 MT-TF MT-TL1 MT-TP MTBP MTCO3P12 MTERF4 MTHFSD MTIF2 MTMR9 MTND4P24 MTND5P11 MTOR MUL1 MVD MVK MYL11 MYPOP MZT2B N6AMT1 NAA38 NAGPA NAIF1 NAPG NAT10 NBR1 NBR2 NCAPH2 NCBP2 NCBP2AS2 NDC1 NDC80 NDOR1 NDUFA12 NDUFA2 NDUFA3 NDUFA7 NDUFAB1 NDUFAF1 NDUFAF4P1 NDUFAF8 NDUFB3 NDUFB5 NDUFB6 NDUFC2 NDUFC2-KCTD14 NDUFS3 NDUFS7 NDUFV3 NEMP1 NF2 NFAT5 NFATC2IP NFE2L1 NFE2L1-DT NFIC NFKBIB NFX1 NFYB NGDN NGF-AS1 NHLRC3 NIF3L1 NIPSNAP2 NKAPD1 NKAPP1 NLK NME1 NME1-NME2 NMNAT1 NMT1 NOC4L NOL12 NOL8 NOL9 NOP14 NOP16 NOSIP NPM3 NPRL2 NR1H2 NR1H3 NSA2 NSL1 NSMCE2 NSUN2 NT5C2 NUBP2 NUBPL NUBPL-DT NUDCD1 NUDT13 NUDT18 NUDT21 NUDT5 NUF2 NUFIP1 NUMB NUP107 NUP107-DT NUP153 NUP155 NUP160 NUP214 NUP54 NVL OAZ3 OGFOD1 OGFOD2 OPA1 OR5BJ1P OSCAR OXNAD1 P4HA3 PABIR1 PABPN1 PAGR1 PAK1IP1 PALB2 PBX3 PCID2 PCLAF PCNX3 PCYT1A PDCD6 PDCD6IP PDCD7 PDE12 PDE4A PDE6D PDRG1 PDZD2 PEF1 PEF1-AS1 PEMT PER1 PET100 PEX1 PEX13 PEX3 PFKM PHB2 PHF12 PHF14 PHF5A PHF7 PHLPP1 PHTF2 PIDD1 PIGG PIGL PIGT PIH1D2 PIK3R4 PIPOX PLAA PLOD3 PMEL PMS2CL PMS2P3 PNO1 POLA2 POLDIP2 POLDIP3 POLE POLG POLG-DT POLR1F POLR1G POLR1H POLR1HASP POLR2A POLR2K POLR3E POLR3F POM121 POM121C POMGNT1 POP4 POU2F1 POU2F1-DT PPIL3 PPIL4 PPIP5K2 PPM1B PPP1R13L PPP1R3F PPP2R1A PPP2R3C PPP3CB PPP3CB-AS1 PPP4R3B PPP4R3B-DT PPP6R1 PPRC1 PPWD1 PRCC PRDX1 PREB PRKACA PRKAR1A PRKRIP1 PRMT1 PRMT5 PRMT5-AS1 PRMT5-DT PRMT7 PRORP PROSER1 PROSER3 PRPF18 PRPF31 PRPF40B PRPF6 PRR3 PRRG2 PSCA PSENEN PSMB7 PSMC2 PSMC3 PSMC4 PSMD5 PSME3 PSMF1 PSTK PTCD1 PTPN21 PTPN23 PTPN23-DT PUF60 PURB PUS10 PWP1 PWWP2A PXMP2 PXMP4 QRICH1 QTRT2 RAB11B RAB11B-AS1 RAB18 RAB30 RAB30-DT RAB35 RAB35-AS1 RAB3D RAB40C RAB5B RAB8A RAD1 RAD18 RAD21 RAD23A RAD51AP1 RAD9A RALGAPA1 RANBP1 RANBP10 RANBP2 RANBP6 RBAK RBAK-RBAKDN RBBP5 RBM15 RBM15-AS1 RBM19 RBM23 RBM28 RBM39 RBM42 RBM48 RCE1 RECQL4 RECQL5 RELA REXO4 RFX1 RFX2 RFXANK RGS1 RGS5 RHBDD3 RLF RN7SKP175 RN7SL1 RNF121 RNF139 RNF139-DT RNF166 RNF167 RNF5 RNU11 RNU5B-1 RNU5E-1 RNU6-2 RNU6-231P RNU6-418P RNU6-92P RNU6ATAC RNU7-27P RNVU1-14 RNVU1-31 RNVU1-6 ROPN1L ROPN1L-AS1 RPIA RPL12 RPL17 RPL17-C18orf32 RPL18 RPL23 RPL23A RPL24 RPL31 RPL36 RPL37 RPL5 RPL7L1 RPL9 RPLP2 RPRD2 RPS11 RPS13 RPS18 RPS26 RPS26P28 RPS28 RPS29 RPS6 RPS6KB1 RPS6KB2 RPS7 RPTOR RPUSD2 RRM1 RRP15 RTEL1 RTEL1-TNFRSF6B RTTN RUVBL1 RXRB S100A13 SAFB SAFB2 SAMHD1 SAP30BP SAR1B SATB1-AS1 SAYSD1 SCFD2 SCNM1 SEC11A SEC13 SEC22B SECISBP2 SELENOH SELP SENP1 SEPTIN7P13 SEPTIN7P14 SEPTIN7P2 SETD3 SF3A3 SF3B5 SF3B6 SFSWAP SH3YL1 SHARPIN SIN3A SIRT2 SIVA1 SKA3 SKP2 SLC24A1 SLC25A11 SLC25A25 SLC25A28 SLC25A28-DT SLC25A42 SLC25A44 SLC27A5 SLC2A11 SLC33A1 SLC35A4 SLC35B1 SLC35E1 SLC39A3 SLC39A7 SLC39A9 SLC4A1AP SLC7A6OS SLX9 SMARCAD1 SMARCAD1-DT SMARCD3 SMC3 SMC4 SMG6 SMG7 SMG7-AS1 SMG8 SMIM7 SMPD4 SNAI3-AS1 SNAP47 SNHG10 SNORA21 SNORD12C SNORD42B SNORD58B SNORD59A SNRNP27 SNRPC SNX1 SNX12 SNX15 SNX17 SOX6 SP1 SP2 SP2-DT SPAG7 SPAG8 SPC24 SPEF2 SPG7 SPHK2 SPNS1 SPON1 SPPL2B SPRTN SPSB3 SPTLC1 SPTLC2 SREBF2 SREK1IP1 SRFBP1 SRPRA SRRD SRRM5 SRSF1 SRSF10 SRSF11 SSBP1 SSNA1 SSU72 ST3GAL2 ST7L STAT3 STIP1 STK19 STK32C STMN3 STOML2 STRIP1 STT3A STX16 STX16-NPEPL1 STX18 STX18-AS1 STX4 STX5-DT SUGP2 SUMF1 SUPT7L SUPV3L1 SYNGR4 TACO1 TAF11 TARS1 TARS2 TAS1R1 TATDN3 TAX1BP3 TBC1D10B TBC1D19 TBCCD1 TBL3 TCERG1 TCF19 TCF3 TDP2 TEFM TEPSIN TFPT THAP7 THAP7-AS1 TICRR TIGD5 TIGD6 TIMM17A TIMM21 TIMM22 TIMM29 TIMM9 TK2 TMA16 TMED2 TMEM101 TMEM106B TMEM115 TMEM128 TMEM138 TMEM141 TMEM143 TMEM160 TMEM18 TMEM183A TMEM199 TMEM203 TMEM205 TMEM208 TMEM209 TMEM222 TMEM242 TMEM242-DT TMEM245 TMEM259 TMEM38A TMEM39A TMEM41A TMEM41B TMEM43 TMEM60 TMEM63C TMEM70 TMEM87A TMEM9 TMTC3 TNFAIP1 TNPO3 TNRC6B TNRC6B-DT TOM1L2 TOMM22 TOMM22-DT TOMM40 TOMM6 TOP3B TOR1AIP1 TPCN1 TPI1P2 TPP1 TPRA1 TRAF2 TRAPPC6A TRIAP1 TRIM46 TRIP10 TRIP4 TRMT1 TRMT2A TRMT44 TRMT61B TRUB1 TRUB2 TSFM TSKU TSKU-AS1 TSN TSNAXIP1 TSPAN31 TSR3 TSSC4 TTC1 TTC26 TTC31 TTC41P TTLL5 TUBB4B TUBD1 TUT1 TXN2 TXNL1 TXNL4B TYW5 U2AF1L4 U2SURP UBA5 UBE2I UBE3B UBLCP1 UBP1 UBQLN1 UBQLN1-AS1 UBR1 UBXN6 UNC45A UNK UQCC1 UQCC4 UQCC6 USP19 USP30 USP42 USP48 USP54 USPL1 UTP3 VANGL2 VARS2 VCP VCPIP1 VIPAS39 VIRMA VIRMA-DT VPS25 VPS33A VPS50 VPS51 VPS52 VPS9D1 VTI1A VTRNA1-3 VWA5A WASHC5 WBP11 WDPCP WDR11 WDR11-DT WDR24 WDR31 WDR36 WDR4 WDR43 WDR53 WDR70 WDR74 WDR75 WDR83 WDR83OS WEE2-AS1 WFDC1 WNK1 WNT2B XAB2 XNDC1N XRCC2 XRCC3 XRCC5 YEATS4 YIPF2 YJU2 YJU2B ZBTB11 ZBTB17 ZBTB3 ZBTB45 ZBTB6 ZC3H3 ZC3HC1 ZDHHC6 ZFAND2A ZFAND2A-DT ZFAS1 ZFP1 ZFYVE1 ZFYVE21 ZFYVE28 ZGRF1 ZKSCAN4 ZMAT2 ZMPSTE24 ZMPSTE24-DT ZNF12 ZNF131 ZNF141 ZNF143 ZNF165 ZNF17 ZNF225 ZNF225-AS1 ZNF26 ZNF263 ZNF268 ZNF276 ZNF341-AS1 ZNF408 ZNF490 ZNF491 ZNF561 ZNF561-AS1 ZNF564 ZNF576 ZNF580 ZNF581 ZNF614 ZNF646 ZNF654 ZNF668 ZNF687 ZNF687-AS1 ZNF721 ZNF77 ZNF79 ZNF791 ZNF830 ZNF84 ZNF84-DT ZNFX1 ZNHIT1 ZNRD2 ZNRD2-DT ZSWIM3 ZZZ3 SVIL_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SVIL_TARGET_GENES ATP6V0D1 DDIT3 DDX18P5 ELAVL4 IL2RA LINC00477 LINC00486 LINC00511 LRSAM1 MBD6 MPND NEAT1 RNU4-2 RNVU1-14 RNVU1-15 RNVU1-28 RPL12 SNORD118 SNORD13 SNORD3A TTI2 ZFAND3 SYNCRIP_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SYNCRIP_TARGET_GENES ABCA6 ANKRD26P1 ANXA2 BLCAP CCL28 COL4A4 ESR1 FAM53A FOXG1-AS1 GDAP1L1 GUSBP5 IAH1 MBOAT2 NNAT PDE5A PTHLH SDCBP SYCE1 TMEM11 TMEM11-DT TPT1P12 TAF9B_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TAF9B_TARGET_GENES AAR2 AARS1 ABHD2 ACADM ACBD6 ACP2 ACTR3 ACTR8 ADAP2 ADH5 AFF1 AGPAT4 AKR1C1 ALG3 ALKBH3-AS1 AMMECR1 ANKMY2 ANKRD17 ANP32A ANP32E ANXA5 AP3S1 AP3S2 APLP2 APOL2 ARHGEF6 ARID1A ARL4A ARMC8 ARMCX5 ARMCX5-GPRASP2 ARPC5L ATF1 ATG12 ATP5F1B ATP5MF ATP5MF-PTCD1 ATP6V1B2 ATRX AZIN1 B3GALT1-AS1 BABAM1 BACH1 BAGE2 BANF1 BBS1 BCAN-AS2 BEX4 BHLHE40 BICRAL BIN1 BMS1 BRF2 BRWD1 BRWD1-AS2 BTG1 BTG1-DT BZW2 C21orf62-AS1 C5orf34 CAPZA1 CARD8 CARS1 CASC9 CCDC121 CCDC18-AS1 CCDC8 CCDC88A CCNC CCNI CCNL1 CCT4 CD63 CD63-AS1 CDK12 CENPP CEP20 CHCHD10 CHCHD2P1 CHEK1 CHM CIAPIN1 CLASP1 CLCN3 CNOT4 CNPY4 COG4 COMMD1 COPA COPZ1 COQ9 COX10 COX10-DT COX7A2 CPED1 CRAT CRNDE CRTC1 CSMD1 CSNK1G3 CTNNB1 CYCS CYREN DCAF15 DCAKD DDIT3 DDX1 DDX19B DNAJB2 DNAJB4 DNHD1 DPY30 DR1 DRG2 E2F3 ECE2 EEF1A1 EEF1G EEF2 EEFSEC EHD1 EIF1AD EIF2B1 EIF2D EIF3D EIF4A2 EIF4B EIF4E ELOB ELP3 ELP4 ENO1-AS1 ENSG00000187186 ENSG00000246090 ENSG00000249713 ENSG00000266401 ENSG00000266976 ENTR1 EPOR ETAA1 FAM133B FAM162A FAM204A FAM98B FBXO28 FBXO36 FCRLA FHL1P1 FLJ46284 FNBP1P1 FOXJ3 FTL FTX FXR1 G2E3-AS1 GADD45A GANC GAS5 GBE1 GFI1B GNL3 GOSR1 GPN1 GRIPAP1 GSTCD GTF2H3 GTF3C3 GTF3C5 H2AZ1 H2AZ1-DT H4C8 HAUS8 HCG21 HDLBP HEXIM2 HEXIM2-AS1 HIF1A HJV HMG20A HMGCL HNRNPH3 HOXB-AS1 HOXB2 HOXB9 HS2ST1 HSP90AB1 HUS1 ID1 ID2 ID2-AS1 IGF2BP3 IGSF1 IKBKG IMMP1L INTS12 INTS5 INTS6 INTS6-AS1 IQCG IQGAP2 ISLR2 KAT6A KBTBD4 KCNQ1OT1 KCTD10 KCTD5 KDM5C KLF10 KLHL20 KLLN KMT2D KNTC1 KRR1 LIMD1 LIN9 LINC00431 LINC00938 LINC00958 LINC01088 LINC01169 LINC01270 LINC01275 LINC01287 LINC01531 LINC01610 LINC02428 LINC02476 LINC02577 LINC03059 LMAN1 LMF2 LOC124904631 LRCH3 LRSAM1 LZIC MACO1 MAF MAILR MAIP1 MALAT1 MAPK6 MAPK6-DT MAST2 MBD6 MBTPS2 MCL1 MCPH1-AS1 MCRIP1 MCU MDH2 MED22 MED28 MED28-DT MED4 MEIS2 METTL7A MIA3 MIR22HG MIR3681HG MIR4435-2HG MIR5087 MIR548AW MIX23 MKRN3 MMADHC MMP11 MNAT1 MORF4L2 MORF4L2-AS1 MPLKIP MRPL13 MRPL20 MRPL35 MRPL39 MRPL42 MRPS10 MRPS31P5 MTBP MTF2 MYO9B NAGK NCAPH2 NCSTN NDUFA12 NDUFA4 NDUFA7 NDUFAF1 NDUFC1 NDUFC2 NDUFC2-KCTD14 NDUFS2 NDUFS3 NDUFS4 NEAT1 NEK4 NELFA NET1 NLRP1 NMNAT1 NMT1 NOL8 NOP53 NORAD NR1H3 NSFL1C NSL1 NSRP1 NSUN4 ODC1 ODC1-DT OGDH OGT PABPC1 PARP12 PAXBP1 PBRM1 PCCB PCF11 PCIF1 PCLAF PCNP PDXK PEAK1 PER1 PFDN4 PHIP PHRF1 PICALM PIGL PLCB1 PLEKHM3 PMPCA PNP PNRC2 POLR1H POLR1HASP POLR2C PPP4R3A PRECSIT PSAP PSMB6 PSMC3 PSMD12 PSMD8 PTCD1 PTEN PTMA PTPA PUM1 RAB7A RACK1 RANBP3 RANBP3-DT RBM15 RBM15-AS1 RBM27 RBM28 RBM34 RBX1 RCOR1 REXO4 RHCE RICTOR RN7SL1 RNF121 RNU11 RNU2-17P RNU2-2P RNU4-1 RNU4ATAC RNU5A-1 RNU5B-1 RNU5D-1 RNU5E-4P RNU5E-6P RNU6ATAC32P RNU7-27P RNVU1-15 RNVU1-19 RNVU1-2 RNVU1-21 RNVU1-22 RNVU1-25 RNVU1-26 RNVU1-28 RNVU1-2A RNVU1-31 RNVU1-34 RNVU1-4 RPL10 RPL10A RPL11 RPL12 RPL13A RPL14 RPL17 RPL17-C18orf32 RPL23A RPL26 RPL27 RPL28 RPL29 RPL3 RPL31 RPL34 RPL34-DT RPL35 RPL35A RPL37A RPL37A-DT RPL38 RPL39 RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL7L1 RPRD2 RPS14 RPS15 RPS24 RPS27 RPS28 RPS29 RPS3 RPS4X RPS6 RPSAP28 RPTOR RSL1D1 RSL1D1-DT RSRC2 S100A2 SAMD4A SAMSN1 SAR1B SAT1 SAT1-DT SCFD1 SEC22B SEC24C SEC62 SEL1L3 SELENOF SEPTIN2 SERBP1 SF3A3 SF3B3 SFTA2 SGMS1 SIX5 SLC15A4 SLC1A5 SLC30A6 SLC30A6-DT SLC3A2 SLC4A1AP SLC9A1 SMG8 SMIM20 SMIM27 SNHG1 SNHG15 SNHG17 SNHG32 SNHG5 SNHG6 SNORD15A SNORD25 SNORD26 SNORD27 SNORD42B SNORD43 SNORD48 SNORD58B SNORD59A SNORD95 SNRNP27 SPESP1 SPRED2 SPTA1 SPTLC1 SSX1 ST7L STAG2 STAT1 STK17B STMP1 STX16 STX16-NPEPL1 STYXL1 SUB1 SUGCT SUPT7L TACO1 TAF2 TAF5 TAF6 TANK TANK-AS1 TATDN3 TBC1D10A TBC1D19 TBCC TBL1X TEFM TFAP4 TFRC TGDS TGIF1 THOC2 TIMM22 TJAP1 TM2D1 TM9SF4 TMBIM6 TMEM140 TMEM242 TMEM242-DT TMEM87A TOMM22 TOMM22-DT TOP3B TOPORS TRAPPC8 TRIB3 TRIP11 TRIP12 TRIP4 TRUB1 TSC1 TXN TXNDC15 TYW5 UBAC2 UBAC2-AS1 UBE2L3 UBE2O UBE3B UFC1 USF2 USP21 USP28 USP3 USP9X VPS25 WDR74 XIST XNDC1N YWHAE ZBTB37 ZBTB45 ZC3H6 ZC3HC1 ZCCHC10 ZEB2 ZEB2-AS1 ZMAT2 ZNF257 ZNF343 ZNF391 ZNF518A ZNF561 ZNF561-AS1 ZNF626 ZNF629 ZNF675 ZNF770 ZSCAN12 ZSCAN16-AS1 ZSWIM6 ZWILCH ZZZ3 TAFAZZIN_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TAFAZZIN_TARGET_GENES AANAT AATBC ABCA2 ACP1 ADAMTS8 ADAMTSL5 ADNP ADSS1 AFMID AHNAK AJUBA AJUBA-DT ALDH2 ALDH3B1 ALG3 AMOTL2 ANKRD1 ANKRD63 ANKRD9 ANKS6 ARAP1 ARHGAP28 ARHGAP28-AS1 ARHGEF17-AS1 ARHGEF39 ARTN ASXL1 ATAT1 ATL2 ATXN2 AVPI1 AVPR1B AVPR1B-DT AXL BATF3 BAZ2B BBC3 BCAM BCAN-AS2 BEND6 BICDL3P BIRC2 BNIP1 BRD9P1 C15orf62 C9 CABIN1 CACNA2D4 CACNB3 CAMTA2 CAPN2 CAPS2 CASKIN2 CATSPERG CBLN3 CBX2 CBX4 CCDC124 CCDC85C CCDC88B CCDC9B CCT6P3 CDC42EP4 CDH24 CDK11A CDK6 CDK6-AS1 CDS2 CEACAM1 CEACAM7 CEACAMP2 CELSR1 CELSR3 CENATAC CENATAC-DT CEP112 CEP85 CES3 CFAP99 CGB1 CHD2 CHD8 CHDH CHRNB1 CLCN6 CLDN6 CLPB CMTM3 CNN3 COL16A1 COL8A2 CORO1A CORO6 COX20 CPNE2-DT CRABP2 CRACR2A CRY1 CRY2 CRYBG1 CSK CST5 CUX1 CXADR CXCR4 CYB561D1 CYP2E1 CYREN DAB2 DDN DEAF1 DEDD DHX34 DIDO1 DIS3L DKK1 DNAAF3 DNAH2 DNMT3A DOCK8 DRAIC DSCR9 DST DYNC2I2 EARS2 EDN1 EFNA5 EHD1 EIF1B EIF1B-AS1 EIF2AK1 EIF5A2 EML3 EML6 ENSG00000201003 ENSG00000225676 ENSG00000227496 ENSG00000239137 ENSG00000251314 ENSG00000266100 ENSG00000267288 ENSG00000268460 EPOR EPS8L1 ERBB3 ESAM ESAM-AS1 ESPN ETV4 EXD3 EXOC3L4 FAM166C FAM186A FAM222A FAM83D FER FKBP14-AS1 FKBP7 FLT3LG FMN1 FOXL2 FOXL2NB FOXO6 FRMD6 FRMD6-AS2 FSCN2 FSD1L FXYD5 G6PC3 GALK1 GAR1 GAR1-DT GCLC GLIPR1L2 GNA11 GPAT4 GPER1 GPI GPNMB GPR3 GRHL1 GSTP1 GUSBP2 H3-3A H3-3A-DT H3C9P H3P1 H3P28 H3P40 H3P42 H3P44 HACD2 HARBI1 HCG20 HHAT HMCN1 HOOK2 HOTAIRM1 HOXA-AS2 HOXA1 HPCA HPS4 IDH3B IDH3B-DT IGFL2-AS1 IL17RB ING4 ISG20 ITGA3 ITGB5 ITM2C JUP KCTD11 KHNYN KIAA1328 KPTN KRT8 KSR1 L1CAM LAMTOR2 LEMD1 LEMD2 LINC00240 LINC00466 LINC01119 LINC01186 LINC01203 LINC01275 LINC01389 LINC01672 LINC01775 LINC01836 LINC01842 LINC01843 LINC01937 LINC01968 LINC02004 LINC02251 LINC02585 LINC02695 LMNA LNCRNA-IUR LRIG2 LRIG2-DT LRP6 LRRC3-DT LSP1 LTBP1 LTBP2 LZTS2 MAB21L4 MAFK MAP2K3 MAP3K15 MAP6D1 MARCHF7 MBD6 MBLAC2 MCAM MED13 MELTF MEST METTL21A METTL7B MGRN1 MICB MIDN MIEN1 MIR22HG MIR298 MIR7155 MMP19 MOV10L1 MRPL34 MRPS12 MRPS9-AS1 MTHFR MYBBP1A MYL12-AS1 MYL12B MYLK-AS1 MYO15B MYO19 NALT1 NAPA-AS1 NCKAP1 NDUFA4 NDUFAF8 NFKBIB NME2 NOL4L NOTCH1 NOX4 NOXA1 NR1H3 NR4A1 NTHL1 NUB1 NXPH3 ODAD1 OSGEPL1 OSGEPL1-AS1 OTUD4 P4HTM PAQR4 PARP1 PARVA PAX5 PCNA PCOLCE PCOLCE-AS1 PDE4A PDSS2 PDXK PDZD7 PEF1 PEF1-AS1 PFDN4 PGAM1 PHLDB1 PIGS PIGW PIR PITPNC1 PITX3 PIWIL2 PKMYT1 PKP4 PKP4-AS1 PLCB3 PLEC PLXNB2 PLXNB3 POGK POLR2D POLR3A POLR3G PPP1R26 PPP1R3E PPP2R5A PRKAB1 PRKACA PRKG1-AS1 PRPF40B PRPF6 PRR11 PSG1 PTPN11 PTPN14 RAB11FIP4 RAB8A RAP2C RAPGEF3 RASAL1 RASGRP2 RBBP5 RDH13 REEP5 RELT RFX2 RHOG RIOK3 RN7SKP192 RN7SL674P RN7SL736P RNF39 RNU1-8P ROM1 RORA RPAP2 RPGR RPIA RPL32P3 RPL36 RPL39P40 RPL6 RPS6KA1 RRAS RRP12 SAE1 SAMD10 SAMD4A SAP30BP-AS1 SARS2 SCN5A SELENOW SEPTIN9 SEPTIN9-DT SERTAD2 SFN SGPL1 SH2B3 SH3BP4 SH3D21 SHROOM3 SIRT2 SKA2 SLC37A4 SLC39A1 SLC4A8 SLC4A8-AS1 SLC7A6 SLCO3A1 SMIM13 SMTN SMURF2P1 SNHG16 SNHG21 SNHG26 SNORC SNRPA1 SNX8 SOCS3 SPEG SPHK1 SPINK2 SRCIN1 SRF SRI SRSF10 STARD10 STK17A STMN1 STRA6 STX16 STX16-NPEPL1 SUPV3L1 SYDE2 SYMPK SYNJ2 SYT12 SYT8 TBC1D22A TBC1D4 TCAM1P TEAD1 TEPSIN TERF2 TFAP2C TFR2 TGFB1I1 TGFBI THBS1 THEM4 TIMM44 TJP2 TK1 TMEM170A TMEM179B TMEM86A TMOD1 TNNT1 TOGARAM2 TP53I3 TPGS2 TRIB2 TRIB3 TSC2 TSEN54 TTYH2 TXNRD2 UBE2O UBFD1 UBQLN4 UNC5CL USF2 VAC14 VEGFA VEPH1 VPS72 WT1-AS YBX3 ZBTB34 ZBTB39 ZBTB4 ZBTB45 ZC3H7A ZCCHC4 ZDHHC8 ZFYVE28 ZNF217 ZNF385C ZNF417 ZNF423 ZNF638 ZNF792 ZSCAN29 ZZEF1 TASOR_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TASOR_TARGET_GENES AASDH ABT1 ACO2 AFF1 AHCY AKAP1 ANKRA2 ANTKMT ARHGAP28 ARID5B ASB7 ASNS AXIN2 BAG5 BET1L BIRC2 BOLA1 C1orf122 C4orf36 C4orf46 CACUL1 CAMKMT CCDC138 CCDC174 CCDC184 CDC40 CDCA7 CDK2AP2 CDK7 CDK8 CDKN2C CENPBD2P CEP192 CEP192-DT CEP290 CEPT1 CHAC1 CHEK1 CHERP CHMP4B CIAO3 CLASP1 CLEC16A CNIH2 CNOT11 CNPY4 COA8 COPB1 CORO7 COX4I1 CRLS1 CSNK1G2 CTNNBL1 CWF19L2 CYB5D2 CYCS CZIB CZIB-DT DCAF8 DDI2 DDIT4 DGCR6L DLAT DLD DNAAF5 DNAI7 DNAJA3 DNAJC19 DNAJC9-AS1 DNTTIP1 DPH5 DPH5-DT DPY30 DRAM2 DTWD1 E4F1 EED EEF1G EIF3D EIF3K EIF4B ELOA-AS1 ELP3 EMC8 ENSG00000170846 ENSG00000245651 ENSG00000273805 EPRS1 ESYT1 ETFDH ETFRF1 FAAP100 FAF1 FAM117B FAM227B FAM229B FKBP15 FKTN FKTN-AS1 GCLM GGCX GNL3 GOLGA7 GPBP1L1 GTF2IP12 GTF2IP20 GUSB GZF1 H1-10 H1-2 H2AC10P H2AC11 H2AC12 H2AC17 H2AC20 H2AC21 H2AC6 H2AC7 H2BC10 H2BC11 H2BC12 H2BC17 H2BC18 H2BC21 H2BC4 H2BC5 H2BC7 H3C12 H3C8 H4C2 HAT1 HAX1 HCP5 HERPUD1 HIGD2A HS2ST1 IARS1 IFT122 INHBE IPO8 ITFG1 KIAA2013 KIFBP LEO1 LINC01359 LINC01409 LINC02482 LINS1 LRRCC1 LSM4 MAP4K1 MARF1 MBD4 MCM8-AS1 MCTS1 MED29 METTL13 METTL3 MIR3124 MIR3143 MKS1 MPC1 MPC1-DT MPG MRFAP1 MRFAP1L1 MRPL15 MRPS16 MUC20-OT1 MYO19 MYO9A MZF1 NAA30 NAALADL2 NCOA5 NDE1 NDST1-AS1 NDUFAB1 NDUFS5 NEURL4 NFKBIA NIFK-AS1 NOL6 NSUN5 NUDT9 OSTC P2RX6 PAF1 PARG PARGP1 PBRM1 PCK2 PCNX4 PCNX4-DT PDPR PDPR2P PDSS2 PHAF1 PHF5A PHKB PIGK PIGW PITHD1 PKN2 PLEC PPP5C PREPL PRKAR1B PRPF31 PSMB6 PSMD8 PYCR1 PZP RAD52 RALGAPA1 RBM33 RBM33-DT REXO2 RHBDF1 RIC8A RIOK2 RNF111 RNF187 RNF7 RPL23A RPL32 RPL32P3 RPS16 RPS6KL1 S100PBP SELENOF SENP8 SEPTIN7P14 SH3BP5L SLC1A5 SLC31A1 SLC3A2 SLC7A11 SNORD13 SNORD42B SOX2-OT SRRM2 SUMO1P1 SUPT5H TAF13 TAF5 TAF6 TAFAZZIN TBC1D23 TBC1D8 TCEA1 TFDP1 TFPT TGDS TIMM23 TIMM23B TMEM69 TMTC3 TOMM7 TPD52L1 TPT1 TPT1-AS1 TRAPPC5 TSEN2 TTI2 TUBB TUBE1 TXNL1 UBR1 USP48 USP54 UTP14A UTP15 UTP25 VAMP8 WASF1 WDR7 WFDC3 YARS1 ZBED3 ZBED3-AS1 ZC3H10 ZC3H15 ZEB1 ZEB1-AS1 ZMAT2 ZNF219 ZNF330 ZNF341-AS1 ZNF862 ZNHIT6 ZZEF1 TBPL1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TBPL1_TARGET_GENES A1CF A4GALT ACOT8 ACSL3 ACTBP1 ACTMAP AGPAT3 AKR1C4 ALS2 AP2A2 APOOP3 ARHGEF2 ARHGEF2-AS1 ARX ASB15 ASXL1 ATOSA ATP1B3 ATP2B4 BABAM2 BHLHE22-AS1 C21orf62-AS1 C9orf152 CCAR2 CCDC154 CCL8 CCN2 CDH9 CDHR1 CMKLR1 COX17 CPSF1P2 CR2 CRYM CSF2RA CT62 CTNNA2 CYCSP39 CYFIP1 CYP4B1 DALRD3 DHRS7 DNAH11 DNAH17 DNM1P47 DUS1L EEF1A1 EEF1B2 ENSG00000230021 ENSG00000247810 ENSG00000253214 ESRRA FAM83B FGD4 GARS1-DT GBA1 GFER GGH GOLM2 GPC3 HAND2 HBB HK3 HS2ST1 HSPE1P5 HUS1 IGSF9B ITFG1 KHSRP KIAA1522 KIF25 KLC3 KLHDC9 KRT36 KRTAP19-7 LAMA4 LINC01100 LINC01301 LINC01307 LINC01745 LINC01781 LINC01980 LINC02243 LINC02402 LINC02564 LINC02684 LINC03108 LRRC37A16P MARCHF11 MARCHF11-DT MCF2L2 MDGA1 MEGF11 MEGF6 MFFP1 MIR1250 MIR3147 MIR3147HG MIR4277 MLLT10 MRPS6 MSANTD4 MTCH1 MYL6P3 MYO1C NANOGP1 NAP1L1 NAP1L4P3 NDUFS1 NELFE NOXO1 NPY1R NR2F1-AS1 NRIP3 NRP1 NRXN3 NSMAF NUS1P3 OLFM4 OMP OR10AA1P OR10AK1P OR4P1P OTUD3 PABPC1 PADI2 PARP2 PAX1 PAXBP1 PBX2P1 PCNPP5 PGK1 PHB1P14 PLCH2 PLOD1 POGZ POLA2 PPT2 PRPF4 PRRT1 PRSS36 PXN RANBP1 RBKS RECQL5 RIMBP2 RN7SKP115 RN7SKP72 RNA5SP252 RNU6-1 RNU6-1201P RNU6-509P RNU6-805P RNU6ATAC3P RP2 RPGRIP1 RPL18AP16 RPL26P34 RPL31P24 RPL32P1 RPL41P1 RPPH1 RPS26P54 RPS29P20 RSU1P2 S100A6 SEMA6D SIGLEC15 SLC25A6 SLC28A2 SMARCD1 SMARCD2 SMCHD1 SNRNP27 SNRPA SNX8 SQOR ST8SIA3 STAMBP STX6 SUCLG1 SYTL1 TAF6L TAS2R9 TBC1D22A TBC1D22A-DT TCAM1P TDRD9 TERF2 TERT THSD4 TIMM50 TJP3 TMEM44 TOMM40 TPTEP1 TRBC2 TRBV25-1 TRIM25 TRIM7-AS1 TRIO TRMT2A TRPM3 TRPM4 TSPAN9 TXK TXNL1 UGT2A2 UNC13D USP24 UTRN VAT1 VRK3 WASH6P WDR59 WDR7 YIF1B YWHABP2 ZGLP1 ZNF10 ZSCAN5C ZSWIM3 TBX1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TBX1_TARGET_GENES ABCB9 ABCG1 ACAD9 ACOT7 ACSS2 ADD3 ADRM1 AHCYL1 AIG1 AKNA ALKBH3-AS1 ALS2 AMBRA1 AP3S2 ARAP1 ARF4P2 ARMC1 ATP6V0A1 AXL BCAS3 BCL2L15 C3 C9orf72 CCDC18-AS1 CCNT1 CDK12 CDK17 CFAP418 CFDP1 CFLAR-AS1 CHMP4B CHST11 CMAS COL16A1 COL7A1 COPS4 COX14 CPHL1P CREM CT69 CTDSPL2 CTHRC1 CUEDC1 DDX23 DIAPH1 DIAPH1-AS1 DRAIC DUSP6 ECE1 EHD1 EIF3F EIF4A1 EIF4A3 ELOA-AS1 ENDOV ENSG00000227496 ENSG00000230021 ENSG00000236377 ENSG00000253214 FAS FHOD3 FKBP14-AS1 FPR1 FPR2 FRMD5 GALE GARS1-DT GDNF-AS1 GNA15-DT H2AX HECTD3 HFM1 IGFBP6 IKBKB-DT IL1RAP ILF3 ILF3-DT IMPDH1P10 INTS4 ITK KIR2DL4 KLKP1 KRT7 KRT80 KRTAP2-4 LCN2 LINC00431 LINC00484 LINC00511 LINC01094 LINC01098 LINC01615 LINC02098 LINC02454 LINC02709 LINC02895 LINC02938 LINC02952 LINC03033 MAP4K3-DT MATN1-AS1 MCCC2 MED20 MFAP2 MGAT5B MIDEAS MIR579 MRGPRX4 MRPL38 MSANTD3 MT-TP MTCO3P12 MTHFD1L NOL4L NOL9 NOP14-AS1 NSG2 NSMAF OGT OMG OSER1 OSER1-DT P4HA2 PARP2 PAX3 PCBP2 PDLIM4 PFDN5 PHF19 PI3 PIGT PKIG PNPO POLA2 PPCDC PPFIA1P1 PPP4R1L PPP6R1 PRPF6 PSMD1 RAB27A RABAC1 RACK1 RAD52 RAPGEF6 RARA RBM22 RBM7P1 RCC1 RCOR1 RFX2 RN7SL418P RN7SL672P RNA5SP146 RNF26 RNF41 RNU6-1231P RNU6-563P RNU7-136P RNVU1-31 RNVU1-34 RPL23 RPL5 RPPH1 RPS25 RPS3A RTEL1 RTEL1-TNFRSF6B RYR2 SALL4 SAP30BP SCN4B SDK2 SEC22B SF3A3 SH2D5 SHKBP1 SLC11A2 SLC12A8 SLC22A4 SLC25A22 SLC25A45 SLC27A4 SLC2A9-AS1 SLC39A14 SLCO2B1 SMAD3 SMG8 SNHG1 SNHG11 SNHG3 SNORA21 SNORD12C SNORD22 SNORD30 SNORD96A SNRPD1 SP2-AS1 SPAG7 SPATS2 SPIDR SPOCD1 SPOP SQSTM1 SRP14-DT SRP68 STARD10 STMN3 SUN1 TAOK3 TBX1 TCEA2 TGFBI TLDC2 TLE3 TMEM170A TP53I3 TRAF2 TRAJ7 TRAPPC4 TRIB1 TRIB3 TSSC4 UQCC1 UROD VMP1 VN2R3P WBP2 WDR62 WSB2 WWTR1 XDH XIRP2-AS1 YJU2B ZBP1 ZBTB17 ZC3H18 ZDHHC18 ZFAS1 ZMIZ1 ZMIZ1-AS1 ZNF217 ZNF22-AS1 ZNF341-AS1 ZNFX1 ZNRF3-AS1 TBX3_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TBX3_TARGET_GENES AADACP1 AARS1 ABCD3 ABHD16A ABHD2 ACO2 ACSL6 ACYP2 ADAL ADAM9 ADGRL1 ADRA1D AHNAK AJUBA AJUBA-DT AK2 AKAP1 AKAP1-DT ALDOA ALG1L1P ANAPC5 ANKLE2 ANKRD1 ANKRD13A ANKS4B ANXA2 AP1AR AP3M2 AP4M1 AP5Z1 APLF ARF3 ARHGAP5 ARHGEF37 ARID2 ARRDC4 ARSB ARSF ARSK ASGR2 ATAD3A ATG12P1 ATG3 ATP10B ATP2B4 ATP9B ATPAF2 ATPSCKMT AURKA AURKB AXIN2 BABAM2 BAG6 BANP BBOX1 BBS9 BDH1 BLVRB BMAL1 BMF BRPF1 BRWD1 BRWD1-AS2 BTBD19 BTD BUB1 C12orf60 C15orf40 C17orf67 C19orf47 C19orf48P C1orf43 C2 C21orf62-AS1 C6orf120 C7orf57 C9orf72 CAB39L CACYBP CALM2 CALM3 CAND1 CAPRIN1 CAPZA2 CASP9 CBR4-DT CBX3 CCAR2 CCDC103 CCDC146 CCDC192 CCDC59 CCDC66 CCDC71L CCN2 CCNT2 CCNT2-AS1 CCT5 CCT6A CCT8 CD68 CDC20 CDC20-DT CDCA2 CDK12 CDK4 CDKL3 CDV3 CEBPZ CENPA CENPU CEP104 CEROX1 CFAP20 CFAP68 CFAP74 CFDP1 CHCHD3 CHCT1 CHN2 CIDEC CKAP5 CLCN3 CLDN4 CLEC16A CLK4 CLPTM1 CMC2 CNOT7 CNPPD1 CNPY2 CNPY2-AS1 COPB1 CPD CPLX2 CRB1 CRY2 CS CSNK1A1 CSNK1G1 CSTF1 CTNNA1 CTNNA1-AS1 CUTA CUX1 CXCL2 CYCS CYP51A1 CYP51A1-AS1 DAGLB DAPK2 DAPK3 DARS1 DARS1-AS1 DAXX DCAF13 DCAF6 DCTN1 DCTN4 DCUN1D4 DDX19B DFFB DGAT2 DGAT2-DT DGKE DHFR2 DHODH DHPS DHTKD1 DICER1 DICER1-AS1 DNAAF3 DNAJB1P1 DNAJB5 DNAJB5-DT DNAJC16 DNLZ DOCK4 DOHH DOLPP1 DRAIC DRC3 DTWD1 DVL2 DYNLT4 DYRK2 ECD EFHB EFL1 EFNA1 EFTUD2 EGOT EHMT1 EID1 EIF2AK4 EIF2B4 EIF2S2P5 EIF3D EIF4A2 EIF4B EIF4EBP3 ELAC2 EMC2 EML2 ENC1 ENKUR ENSG00000199566 ENSG00000224090 ENSG00000226733 ENSG00000227496 ENSG00000232995 ENSG00000239137 ENSG00000268460 ENSG00000270571 ENSG00000272008 EPB41L4B ERAL1 ERBB2 ERCC1 ERCC5 ERGIC2 ESF1 ETS2 EVI5L EXOC3L4 EXOSC3 F11R FAAP20 FABP1 FAF2 FAM149B1 FAM185A FAM185BP FAM187A FAM216A FAM21EP FAM21FP FAM220A FAM222B FAM227B FAM3D FBXO36 FBXO38 FBXO48 FCHO2 FCSK FDXACB1 FEM1A FEM1B FGF14 FGFR1OP2 FMC1 FMC1-LUC7L2 FOXJ3 FOXN3 FTO FUS FUT5 FZD3 G3BP2 GABARAP GAS8 GATAD2A GCFC2 GDF15 GFI1B GFM1 GID4 GLA GLS2 GLTPD2 GLYCTK GLYCTK-AS1 GNB2 GOLGA8A GOLM2 GPBP1 GPHN GPI GPN3 GPRC5C GRB7 GRK6 GSK3B-DT GTF2B GTF2H1 GTF2IP12 GTF2IP20 GTPBP6 H2AC10P H2BC10 H3C8 H4C1 HACL1 HAL HAUS8 HCG14 HECTD1 HEG1 HEXA HEXA-AS1 HID1 HISLA HMGB1P8 HMGCR HMGCS1 HNRNPA2B1 HNRNPD HNRNPD-DT HNRNPH2 HOXA-AS3 HPS5 HSD11B1L HSD17B12 HSP90B1 HSPBP1 HUWE1 ID1 ID2 IDH3G IFNAR1 IGF1R ILF3 ILF3-DT ILVBL INHA INTS13 INTS6 INTS6-AS1 IRS1 ISLR2 ITFG2 ITFG2-AS1 ITGB3BP ITGB5 ITPA JMJD1C KANSL3 KAT5 KCNIP2-AS1 KCNQ1OT1 KCTD9 KDM4A KIAA0319L KIAA1217 KLHDC10 KLHDC3 KLHDC9 KLHL28 KPNB1 KPNB1-DT KRTAP3-1 L3HYPDH LAMP1 LARS1 LCAT LCMT2 LEMD3 LGR4 LIMK2 LIN54 LINC-PINT LINC00511 LINC00957 LINC01101 LINC01124 LINC01843 LINC01900 LINC02363 LINC02365 LINC02453 LINC02960 LINC03037 LINC03064 LMBR1 LMF1 LOX LPXN LRIG1 LRP6 LRRC27 LRRC40 LRRC49 LRRC7 LSM8 LTBP1 LTV1 LUC7L2 LYRM7 MAIP1 MAML1 MAN2C1 MANF MAP7 MAPK14 MAPRE2 MARCHF8 MAST4 MAST4-AS1 MAT2A MATN1 MBD5 MBL2 MCM7 MCPH1-AS1 MDH1 MEA1 MEAF6 MEF2C MEMO1 MET METTL25 MFSD3 MICOS13 MIEF2 MIR1302-3 MIR300 MIR3189 MIR375 MIR4437 MIR4519 MIR5188 MIR548AW MIR762HG MIX23 MIXL1 MLLT1 MLLT10 MMAB MPC2 MPV17L2 MRPL48 MRPL57 MRPS15 MRPS18B MRTFB MTF2 MTND4P7 MVK MYL12-AS1 MYL12B MYO9B N4BP1 N6AMT1 NAB2 NAGK NANOS1 NANP NAT9 NBR1 NCOA2 NDC1 NDUFAF5 NDUFAF7 NDUFS7 NEMP1 NFATC2IP NFIC NHP2 NKD1 NKTR NME6 NOP14-AS1 NR1D1 NR2F1 NR2F1-AS1 NRP1 NSA2P4 NSUN3 NUBP1 NUDCD3 NUF2 NUP50 NUP50-DT NXN OBSL1 OGA OLFM1 ORC4 OSBP OSBPL6 P4HA2 P4HB PAXBP1 PBX3 PBX3-DT PCK1 PCLAF PDCD6IPP2 PDE12 PDE7A PDE7A-DT PDK1 PDPR PER1 PER2 PFDN4 PGAP1 PGK1 PHF12 PHF5A PHKA2 PICALM PIGL PIK3R1 PIM1 PIP4P1 PIPOX PIWIL2 PKD1L2 PLD3 PLEKHB2 PLEKHG2 PLEKHJ1 PLK3 PMPCB PNISR POLE POLG POLG-DT POLR2L POLRMT POR PPM1H PPP1R10 PPP1R11 PPP1R1B PPP2R5A PPP2R5C PPP4R3B PPP4R3B-DT PPP5D1P PPP6R1 PRDX1 PRKCI PRMT5 PRMT5-DT PRPF31 PRRC2A PRSS48 PRXL2A PSMD1 PSMD9 PSME3IP1 PSPH PTBP1 PTCH1 PTGES3 PTP4A2 PUM1 PUS10 PWWP2A PXMP2 PYGL RAB10 RAB3GAP2 RAB5A RAB5IF RAB7A RAD1 RAD9A RAP2B RASA4CP RASGRF1 RASGRP3 RASSF5 RBKS RBL1 RBM15-AS1 RBM23 RBM3 RBM39 RBM47 RBSN RBX1 RC3H2 RCL1 RDH12 RETREG2 RFC2 RFX1 RFX5 RGN RGS5 RIN1 RITA1 RMND5A RN7SL635P RNASEH2B RNF10 RNF138 RNF6 RNFT2 RNU5E-1 RNU6-599P RNU6-92P RPGRIP1L RPL17 RPL17-C18orf32 RPL22 RPL27 RPL34 RPL34-DT RPL36 RPL38 RPL39P40 RPS11 RPS14 RPS25 RPS26 RPS6KA1 RRAGC RRAGC-DT RRAS2 RSPRY1 RUVBL1 SAMD4B SARM1 SCAP SDAD1 SEC22C SECISBP2L SEMA4C SEPTIN7P13 SEPTIN7P14 SERPINA11 SERPINB9P1 SETDB1 SETDB2 SF3A2 SF3B1 SH3RF2 SH3YL1 SHC4 SHFL SIRT4 SKA3 SKIC3 SLC22A11 SLC25A25 SLC25A26 SLC25A28 SLC25A28-DT SLC25A32 SLC25A36 SLC28A2-AS1 SLC29A1 SLC33A1 SLC35A5 SLC35D1 SLC38A6 SLC39A11 SLC45A4 SLC7A6 SLC9A1 SLPI SMARCAD1 SMARCAD1-DT SMG6 SMG7 SMG7-AS1 SNHG16 SNORD118 SNORD13 SNORD58B SNX1 SNX16 SNX17 SON SORBS2 SORD2P SORT1 SOX8 SP5 SPATA2L SPCS1 SPIN2B SPRING1 SPRY1 SPTBN4 SRCAP SRI SRRT SRSF11 SSR3 SSR4 SSUH2 STIP1 STK32C STK40 STN1 STX6 STYX SUFU SWAP70 SYBU SYT7 TAF1 TAF1D TAOK1 TARS2 TASOR2 TBC1D19 TBC1D22A TBC1D25 TBL1X TBX2 TBX2-AS1 TBX3 TCF3 TCFL5 TCIRG1 TDGF1 TDRKH TDRKH-AS1 TFPT TFRC THAP8 TIMMDC1 TIMMDC1-DT TIPARP TIPARP-AS1 TLCD3B TLL2 TMC8 TMEM104 TMEM170A TMEM177 TMEM209 TMEM218 TMEM248 TMEM44 TMEM65 TMEM72 TNFAIP3 TNPO2 TNS1 TOGARAM1 TOM1L2 TPM1 TPP1 TRA2B TRABD2A TRAPPC12 TRAPPC4 TRIB1 TRIM44 TRIM47 TRIP12 TRIP4 TSC1 TSPAN1 TSPAN4 TTC27 TTC28 TTC3 TTC32 TTC32-DT TTC39C TTC41P TTI2 TUBGCP5 TYW5 UBALD2 UBAP2L UBB UBC UBE2B UBE2I UBE2Q1 UBE2V2 UGP2 UGT2B7 UNC93A UPF3B UQCRC2 USF3 USP1 USP3-AS1 USP32 USP36 VCP VIRMA VIRMA-DT VNN3P VPS13B VPS13B-DT VPS33A VPS37A VRK1 VRK3 WASHC2A WASHC2C WBP11 WDPCP WDR11 WDR11-DT WDR27 WDR37 WDR62 WDR75 WSB2 YPEL5 ZBTB40 ZC3H6 ZDHHC18 ZFP91 ZFP91-CNTF ZNF217-AS1 ZNF277 ZNF292 ZNF337-AS1 ZNF419 ZNF473 ZNF516 ZNF516-AS1 ZNF563 ZNF687 ZNF827 ZNF84 ZNF84-DT ZNRD2 ZNRD2-DT ZSCAN2 ZSCAN26 ZW10 TCOF1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TCOF1_TARGET_GENES BOD1 C1orf159 CCDC90B CCDC90B-AS1 CDCA3 CIAO3 DDX51 GSPT1 HDGF NOC4L PRCC RAD52 RAPGEF1 SEZ6L SNORA72 TDRD3_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TDRD3_TARGET_GENES HEATR6 HEATR6-DT LINC01719 RPS6KB1 TUBD1 TEAD2_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TEAD2_TARGET_GENES AAAS ABCA15P ABCF1 ABCF2 ABHD17C ABHD2 ABLIM1 ACACA ACAD10 ACCS ACP3 ACTR1A ACYP1 ADCY6 ADO AFF1 AFG1L AFMID AGAP2-AS1 AHR AIMP2 AJUBA AJUBA-DT AK2 AKAP1 AKR1A1 AKR1D1 AKT1S1 ALDH1A2 ALDH4A1 ALG5 ALOX12-AS1 ALOXE3 ANAPC13 ANAPC5 ANAPC7 ANGEL2 ANKMY2 ANKRD1 ANKRD13A ANKS3 ANKS6 ANO6 AP1G2 AP1M2 AP3B1 AP3S1 AP3S2 APC APOL2 ARGLU1 ARHGAP26 ARHGAP32 ARID4A ARID4B ARL1 ARL6IP6 ARMC8 ARMH3 ARMH4 ARPC4 ARPC4-TTLL3 ASAH1 ASAH1-AS1 ASB1 ASB3 ASB7 ASB8 ASF1A ASH2L ASTE1 ATAD2B ATF4 ATF5 ATF7 ATF7-NPFF ATF7IP ATG101 ATG12 ATG16L2 ATG5 ATG7 ATN1 ATP1A1-AS1 ATP1B3 ATP5F1B ATP5MG ATP5PF ATP6V1A ATP8A1 ATP8A1-DT ATPSCKMT ATR B9D1 BAHCC1 BAZ1B BAZ2A BAZ2B BBIP1 BCAR3-AS1 BCAS3 BCCIP BCL2L14 BCL6 BCL7B BECN1 BHLHE41 BMERB1 BMS1P4 BMS1P4-AGAP5 BNIP2 BOLA1 BORCS8 BPGM BRAF BRAP BRAT1 BRCA2 BRD2 BRWD1 BSCL2 BTD BTNL8 BZW1 BZW2 C10orf143 C11orf65 C17orf75 C19orf53 C1GALT1 C1orf105 C1orf109 C1orf174 C1orf74 C22orf23 C2CD4A C2orf49 C4orf46 C4orf47 C5orf15 C5orf24 C9orf43 CACYBP CALCOCO1 CALM2 CALM3 CAPG CARD8-AS1 CARS2 CATSPERD CBLL1 CBY1 CCDC12 CCDC148 CCDC15 CCDC159 CCDC192 CCDC54-AS1 CCDC77 CCDC86 CCDC90B CCDC90B-AS1 CCN1 CCNB2 CCND2 CCT5 CCT6A CCT8 CD164 CD27-AS1 CD320 CDC25C CDC40 CDC45 CDC6 CDCA3 CDCA7L CDCA8 CDH17 CDH24 CDIPT CDIPTOSP CDK12 CDK16 CDK5RAP1 CDK5RAP3 CDKL3 CDKN2C CDON CEACAM19 CENPK CENPN CENPO CENPP CEP128 CEP57 CEP63 CEP95 CFAP119 CFAP298 CFAP298-TCP10L CFAP54 CFAP61 CFDP1 CFL1P1 CHASERR CHCHD3 CHD2 CHD8 CHIT1 CHP1 CHTOP CIRBP CIRBP-AS1 CITED2 CKLF CKS1B CLASP1 CLDN12 CLDN4 CLHC1 CLIC1 CLIP1 CLPX CLRN3 CMC2 CNBD2 CNOT1 CNOT10 CNOT4 CNOT8 CNOT9 CNPY2 COG3 COMMD1 COMMD3 COMMD6 COPS5 COQ10B COX15 COX5A COX6A1 CPEB3 CPEB4 CPNE1 CPNE2 CPVL CREB3L2 CREBL2 CRNKL1 CROCCP2 CROT CSNK1G3 CSNK2A1 CSPP1 CSRNP2 CTDSP1 CTR9 CUL2 CWC27 CXCL16 CXCL3 CXXC1 CYC1 CYP51A1 CYRIB DAP3 DAXX DAZAP2 DBP DBR1 DCAF6 DCP1B DDIAS DDX17 DDX18 DDX19A DDX19A-DT DDX21 DDX28 DDX39B DDX39B-AS1 DDX46 DDX5 DDX50 DDX54 DEDD DENND4A DEPDC4 DGKG DHCR24 DHCR24-DT DHPS DHRS4-AS1 DHX30 DHX57 DIAPH1 DLGAP1-AS2 DLGAP4-AS1 DMAC2 DMKN DMXL1 DMXL2 DNAAF10 DNAAF3 DNAAF8 DNAJB5 DNAJB5-DT DNAJC28 DNAJC9-AS1 DNMBP DNMT1 DOC2A DOHH DPH3 DPM1 DPM2 DPP3 DPP3-DT DPP8 DPP9 DRAIC DRG2 DST DTWD1 DTWD2 DUS2 DUS4L DUT DUT-AS1 DYNC1I2 DYNC2I2 ECD EED EEF1A1 EEF1AKMT3 EEF1B2 EEF1G EHD1 EHF EHMT2 EID1 EIF1 EIF2A EIF2AK3 EIF2AK3-DT EIF2B2 EIF3B EIF3D EIF3F EIF3H EIF3M EIF4A1 EIF4G2 EIF5A EMC6 EME1 ENO3 ENSA ENSG00000232995 ENSG00000233223 ENSG00000233230 ENSG00000239137 ENSG00000246308 ENSG00000250230 ENSG00000261335 ENSG00000268460 ENSG00000275765 ENTPD4 ENTPD4-DT EPB41L4A-AS1 EPHA2 EPHB3 ERBB2 ERC1 ERCC5 ERCC6L2 ERCC6L2-AS1 ERG28 ERGIC3 ERLEC1 ESR2 ETFDH ETS2-AS1 EWSR1 EXD1 EXOSC4 EXOSC8 EXOSC9 F2RL1 FAAP20 FABP3 FAF1 FAF2 FAM110A FAM133B FAM149B1 FAM156A FAM174B FAM227A FAM227B FAM43A FAM53C FAM76B FAM81A FAM98A FANCI FAU FBXO15 FBXO33 FBXO45 FEM1A FER FIZ1 FKBP2 FLCN FLNA FNBP1P1 FNDC3A FNTB FOXRED2 FRAT1 FRG1HP FRMD4B FSIP1 FTO FUCA1 FUS FUT10 FUZ FYCO1 G3BP1 GABARAPL1 GABPB1 GABPB1-AS1 GALNT7 GAPDH GAPDH-DT GAPDHP25 GARNL3 GART GAS5 GATA6-AS1 GATAD1 GATC GAU1 GBF1 GCA GCN1 GDF9 GEMIN2 GEMIN6 GET3 GFM1 GGCT GGCX GGPS1 GIN1 GIPC1 GIRGL GIT2 GLIPR1L1 GLRX GLUD1P3 GLYCTK GNB2 GNG4 GNL1 GNL3 GNS GOLGA5 GON4L GOT1 GOT1-DT GPALPP1 GPAT3 GPATCH2 GPBP1L1 GPN3 GPNMB GPR108 GPR19 GPR39 GPRC5A GPSM3 GRIPAP1 GSK3A GSTA4 GTF2A1 GTF2A1-AS1 GTF2A2 GTF2H1 GTF2H4 GTF3C2 GTF3C2-AS2 GTPBP8 GTSE1 GTSE1-DT GUK1 H2AC12 H2AC20 H2AC6 H2AC7 H2AZ2 H2AZ2-DT H2BC12 H2BC15 H2BC21 H2BC4 H2BC5 H2BC7 H3-3B H3C1 H4C4 H4C8 HACD1 HACD2 HACL1 HARS1 HARS2 HAUS8 HAVCR2 HBP1 HBS1L HDAC1 HDAC2 HDAC2-AS2 HDGF HDLBP HECW2-AS1 HEXIM1 HIKESHI HINFP HNRNPD HNRNPD-DT HNRNPH3 HNRNPLL HNRNPUL1 HOXA-AS2 HOXA-AS3 HOXA9 HPS5 HRCT1 HSD17B11 HSDL2 HSP90AB1 HSPA1B HSPA5 HSPA8 HSPBAP1 HUS1 HYAL2 IARS1 IBTK ICE1 IDE IER2 IFIH1 IFRD1 IFT172 IFT52 IGFL2-AS1 IL1R2 IL4I1 IMMP1LP1 IMP3 INKA1 INTS14 INTS2 INTS4 IP6K1 IPP IQGAP2 ISCA1 ISCU ISY1 ISY1-RAB43 ITGA3 ITGA6 ITGAV ITM2B ITSN1 IWS1 JADE2 JMY KAZALD1 KCNQ2 KDM3A KDM4C KDSR KHDRBS3 KHSRP KIF11 KIF18B KIF18B-DT KIF3A KITLG KLHDC10 KMT5A KNL1 KPNA4 KPTN KRR1 KRT20 KRT8 L3MBTL2 LAMTOR2 LAMTOR5 LAMTOR5-AS1 LAPTM4A LAPTM4A-DT LARP4 LATS2 LBHD1 LDAH LDLR LEO1 LEPROTL1 LETMD1 LGR5 LIMA1 LIN54 LINC00339 LINC00449 LINC00471 LINC00511 LINC00513 LINC00881 LINC00921 LINC00938 LINC00941 LINC00944 LINC01089 LINC01275 LINC01342 LINC01635 LINC01730 LINC01732 LINC02026 LINC02086 LINC02168 LINC02252 LINC02453 LINC02454 LINC02577 LINC02889 LINC02960 LINC02980 LINC02983 LINC03060 LINC03064 LINS1 LIPE LIPE-AS1 LMAN2 LONP1 LPAR1 LRCH3 LRFN4 LRP10 LRP6 LRPPRC LRR1 LRRC41 LRRC51 LSG1 LSM10 LSM11 LSM8 LSR LUC7L2 LYSMD1 LZTS2 MACC1 MADD MAFK MAIP1 MALAT1 MALSU1 MANCR MAOA MAP3K13 MAPK14 MAPK7 MARCHF7 MASTL MAT2A MATR3 MBTD1 MCM9 MCRIP2 MCTP2 ME3 MED15 MED16 MED19 MED4 MED7 MED8 MEIS1 MEIS2 METAP2 METTL26 METTL2B MEX3C MFSD4B MFSD4B-DT MGAT5 MGRN1 MIA2 MIA2-AS1 MIA3 MICAL3 MICOS10 MICOS10-DT MICOS10-NBL1 MIDEAS MIGA1 MINDY1 MIOS MIP MIR200CHG MIR3124 MIR3143 MIR3646 MIR4258 MIR4512 MIR4521 MIR4638 MIR4754 MIR4757 MIR4766 MIR615 MIRLET7BHG MMADHC MMP15 MNS1 MOCS3 MORN2 MORN4 MORN5 MPC2 MPDU1 MPLKIP MPPE1 MPZL2 MRNIP MRNIP-DT MRPL24 MRPL27 MRPL34 MRPL42P1 MRPL46 MRPL48 MRPL49 MRPL51 MRPL58 MRPS10 MRPS11 MRPS16 MRPS17 MRPS24 MRPS27 MRPS31P5 MRPS33 MSL2 MSMO1 MST1P2 MTARC2 MTFR1 MTHFS MTIF2 MTMR14 MTO1 MUC1 MUTYH MVK MVP MXD3 MYBBP1A MYL12-AS1 MYL12A MYL12B MYL6 MYLK-AS1 MYO1E MYO9B NAA15 NAA50 NANS NAPA-AS1 NAPEPLD NARS1 NAT10 NBEAL1 NCAPD2 NCOR2 NDFIP2 NDFIP2-AS1 NDUFA4 NDUFB7 NDUFB9 NDUFC1 NDUFC2 NDUFC2-KCTD14 NDUFS1 NDUFS4 NECAP1 NECTIN3 NECTIN3-AS1 NEK4 NELFA NEMF NGDN NGRN NIFK-AS1 NIPAL3 NKTR NOB1 NOCT NOL6 NOL7 NOL8 NPM1 NR1H2 NR4A2 NR4A3 NR6A1 NSL1 NUCB1 NUF2 NUFIP1 NUMA1 NUP107 NUP107-DT NUP205 NUP35 NUP37 NUP62 NUS1 NUTM1 ODAD3 ODR4 OGDH OPA3 OPLAH ORC3 OSBP OXCT1-AS1 OXNAD1 OXR1 OXR1-AS1 P4HA1 P4HTM PA2G4 PACSIN2 PAFAH2 PAICS PAIP2 PANK1 PANK3 PARK7 PARP3 PARPBP PBRM1 PBX3 PBX3-DT PCBP1 PCBP1-AS1 PCBP2 PCDH1 PCK1 PCLAF PCNX4 PCNX4-DT PCYT1A PDCD6IP PDCD6P1 PDE12 PDHB PDIA4 PDXDC1 PDXDC2P PDXDC2P-NPIPB14P PDXK PEX5 PFDN4 PFKFB3 PGGT1B PHKG2 PHLDA1 PHLDA1-DT PHRF1 PIDD1 PIF1 PIGB PIGBOS1 PIGC PIGN PIGO PIGO-AS1 PIGV PIK3R3 PIP4K2B PITPNM1 PJA2 PKIA PKIB PKNOX1 PKP2 PKP4 PLEKHA6 PLOD3 PLXDC1 PML PMS2 PNN PNO1 PNPT1 POC1A POC5 POLE3 POLG POLG-DT POLG2 POLR1B POLR1G POLR1H POLR1HASP POLR2A POLR2F POLR2J3 POLR2K POLR2M POLR3B POLR3C POLR3G POMK POT1-AS1 POU2F1 POU2F1-DT POU6F2 PPA1 PPARD PPAT PPFIA3 PPFIBP1 PPIA PPIP5K2 PPM1B PPM1D PPM1L PPM1L-DT PPP1R12B PPP1R13L PPP1R14B PPP1R21 PPP2CA PPP2R5E PPP3CB-AS1 PPP4R1L PPP4R3B PPP6R1 PPRC1 PPWD1 PQBP1 PRCC PRCP PRDM10 PRDM10-DT PRDX2 PREP PRKCI PRKCSH PRLR PRMT1 PRMT5-AS1 PRPF38A PRPF40A PRR11 PRR13P5 PRR15 PRR15L PRR3 PRR5 PRR5L PRRC2C PRSS22 PSIP1 PSMA3-AS1 PSMB4 PSMB8 PSMB9 PSMC2 PSMD1 PSME3 PSME3IP1 PSORS1C1 PSPH PTCD2 PTGER4 PTGES3 PTOV1 PTRHD1 PXN-AS1 PYGB QRICH1 R3HCC1 RAB11A RAB18 RAB21 RAB27A RAB28 RAB29 RAB2B RAB3D RAB3GAP1 RABGAP1 RACGAP1 RACK1 RAD50 RAD52 RAD54B RALA RALBP1 RAP1GDS1 RARG RARS2 RBBP4 RBBP8NL RBCK1 RBM12 RBM14 RBM14-RBM4 RBM17 RBM23 RBM7 RCHY1 REG4 RELCH REXO4 RFC2 RGS20 RGS5 RGS9 RHBDD3 RHBDF1 RHOBTB3 RHOF RIBC1 RILP RIMOC1 RIOK2 RITA1 RN7SK RN7SL2 RN7SL3 RN7SL832P RNA5SP21 RNASEK RNASEK-C17orf49 RNF115 RNF125 RNF207 RNF207-AS1 RNF34 RNF40 RNF43 RNFT1 RNFT1-DT RNFT2 RNU1-117P RNU2-63P RNU4ATAC RNU5E-6P RNU6-1 RNU6-9 RNU6-92P RNU6ATAC RNVU1-15 RNVU1-30 RNY4 RPA2 RPAP1 RPGRIP1L RPIA RPL13A RPL18A RPL19 RPL21P117 RPL21P19 RPL22 RPL22L1 RPL24 RPL26 RPL26L1 RPL26L1-AS1 RPL27 RPL27A RPL31 RPL32 RPL32P3 RPL4 RPL6 RPLP0 RPLP2 RPRD1B RPRD2 RPS11 RPS14 RPS17 RPS27A RPS29 RPS29P16 RPS3A RPS4X RPS5 RPS6KA1 RPS6KB1 RRM2 RRP9 RSPH3 RSRP1 RSU1 RTF1 RTN4 S100A11 S100A13 S100A16 S100A6 S100PBP SAE1 SAMD4B SAMD9L SART3 SASH1 SAXO1 SCAF11 SCAND1 SCARNA16 SCAT2 SCNM1 SCYL2 SDE2 SDF2 SDF2L1 SDHC SDR39U1 SEC11A SEC14L1 SEC24C SEC31A SEC61G SEC61G-DT SELENOH SELENOK SEM1 SEPTIN2 SEPTIN6 SEPTIN7 SEPTIN7-DT SEPTIN8 SEPTIN9 SERF2 SERINC1 SERP1 SERPINB5 SERTAD1 SET SETDB1 SF3A3 SGO1 SGO1-AS1 SH2D6 SH3BP5L SHC1 SHC4 SHF SHLD3 SHMT2 SHOC2 SIDT2 SIL1 SINHCAF SIRT4 SKA2 SLC16A13 SLC19A2 SLC24A1 SLC25A36 SLC30A6 SLC30A6-DT SLC38A2 SLC38A2-AS1 SLC38A4-AS1 SLC38A6 SLC3A2 SLC4A1AP SLC7A6 SLFN12 SMAD7 SMARCA2 SMARCAL1 SMARCAL1-AS1 SMC1A SMC3 SMIM12 SMIM2-AS1 SMIM31 SMIM7 SMPDL3B SNAP23 SNHG11 SNHG15 SNHG20 SNHG29 SNHG32 SNORA13 SNORA3A SNORD12C SNORD48 SNORD49B SNORD59A SNORD84 SNORD95 SNRNP200 SNRNP27 SNRNP40 SNRPA1-DT SNX1 SNX13 SNX27 SNX33 SNX8 SOCS5 SON SPATA17 SPATA20 SPATA5 SPEF2 SPRING1 SPRY4 SRCAP SREK1IP1 SRI SRP14 SRP14-DT SRP54 SRP54-AS1 SRPK1 SRSF1 SRSF10 SRSF7 SS18 SSR3 ST20 ST20-MTHFS STAT2 STAT3 STAT6 STK11IP STK35 STOML1 STOML2 STPG1 STRIP1 STRIP2 STX10 STYK1 SUCLA2 SUCLG1 SUGCT SUGT1 SUGT1-DT SUN1 SUPT4H1 SUPT7L SUPV3L1 SYDE2 SYNJ2BP-COX16 SYS1 SYS1-DBNDD2 SZRD1 SZT2 TADA3 TAF10 TAF11 TAF13 TAF1A TAF1A-AS1 TAF1D TAFA2 TAGAP-AS1 TAMM41 TAPBPL TARDBP TATDN1 TATDN3 TBC1D10A TBC1D17 TBC1D2 TBC1D22B TBPL1 TBRG4 TCP11L2 TDP2 TDRKH TDRKH-AS1 TEAD1 TEAD4 TEC TGFBR2 TGIF2 THADA THAP6 THAP7 THAP7-AS1 TIGAR TIMM13 TIMM17B TIMM21 TIMM22 TINF2 TIPIN TIRAP-AS1 TK1 TK2 TLCD1 TLR3 TM7SF3 TM9SF2 TMA16 TMEM183A TMEM200B TMEM205 TMEM217 TMEM219 TMEM260 TMEM38A TMEM62 TMEM68 TMEM69 TMEM87A TMEM97 TMEM9B TMEM9B-AS1 TMX2 TNKS1BP1 TOE1 TOLLIP TOLLIP-DT TOMM20 TOMM22 TOMM22-DT TOR4A TOX4 TP53I3 TP53INP1 TP53TG1 TPBG TPR TRA2B TRAF3IP2 TRAPPC13 TRIAP1 TRIM2 TRIM23 TRIM40 TRIM41 TRIP10 TRIP4 TRIP6 TRMO TRMT12 TRMT5 TRMT61B TSFM TSPAN13 TSPAN4 TTC1 TTC14 TTC14-DT TTI1 TTLL7 TUBA1B TUBA1B-AS1 TUBD1 TXNRD1 TYW1B TYW5 U2AF2 UACA UBA1 UBAP2L UBE2B UBE2D3 UBE2D3-AS1 UBE3C UBE4A UBLCP1 UBN2 UBXN1 UBXN2A UBXN6 UBXN7 UCHL3 UFD1 UFSP2 UIMC1 ULK4 UMPS UNC45A UQCC3 UQCC6 UQCR10 UQCRB UQCRB-AS1 UQCRC2 UQCRH UQCRQ UROS USP15 USP37 USP53 USP8 UTP18 UTP23 UTP25 UTP3 VAMP8 VARS2 VAV2 VDAC2 VDAC3 VDR VEZT VPS13A-AS1 VPS26A VPS33A VPS41 VPS45 VPS4B VPS72 VTRNA1-2 WASF1 WASF2 WDR11 WDR11-DT WDR36 WDR53 WDR54 WDR6 WDR62 WDR70 WDR82 WDSUB1 WRAP53 WSB2 WWC2 XPC XPO1 XRCC6 XYLT2 YAE1 YAE1-DT YARS1 YME1L1 YWHAE YY1AP1 ZAR1L ZBTB2 ZBTB37 ZBTB4 ZBTB47-AS1 ZBTB8OS ZC2HC1C ZCCHC17 ZCCHC4 ZDHHC2 ZDHHC5 ZDHHC7 ZFAND3 ZFAND3-DT ZFAS1 ZFP62 ZFYVE16 ZMAT5 ZNF106 ZNF121 ZNF131 ZNF180 ZNF184 ZNF212 ZNF219 ZNF250 ZNF263 ZNF302 ZNF335 ZNF33A ZNF346 ZNF384 ZNF391 ZNF397 ZNF48 ZNF484 ZNF490 ZNF524 ZNF546 ZNF584-DT ZNF609 ZNF622 ZNF684 ZNF691 ZNF691-DT ZNF747 ZNF747-DT ZNF770 ZNF815P ZNFX1 ZNHIT1 ZNRD2 ZNRD2-DT ZRANB2 ZRANB2-DT ZSCAN22 ZSCAN25 ZSCAN26 ZSCAN31 ZSCAN9 ZWILCH ZZEF1 TERF1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TERF1_TARGET_GENES ABHD17C ABI1 ACTBP9 ACTR2 ACTR6 ADAM8 ALG8 ANP32B AOAH APOBEC3B APOL6 ARF4 ARF4-AS1 ARHGAP21 ARL14EP ARL6IP5 ASIC1 ATG2A ATXN7L3B BACH1 BANK1 BBX BCDIN3D BCL9L BLVRA BMAL2 BSG BTN2A2 BUB1 BUB1B C12orf42 C1D C1QTNF2 C2CD2 CALCOCO2 CAMK2D CASP8 CCAR1 CCDC102B CCDC198 CCL4 CD22 CD300LD CD69 CD74 CD80 CDC14A CDK14 CDK7 CDV3 CEP128 CEP290 CFAP418 CHML CLEC2D CLIP1 CLUHP5 COPS5 COX7CP3 CSPP1 CTSS CYTIP DCAF8 DCTD DGUOK DHFR2 DHTKD1 DIXDC1 DMAC2L DUSP16 EFL1P2 EIF4G3 ELF1 ENPP7P8 ENSG00000238387 ENSG00000253842 EPB41L1 EPDR1 EPRS1 ERICH3 EVI2A EVI2B EYA3 FAM117A FAM98C FGF18 FHIT FMO4 FNDC3B FOXN3 FOXP1 FRRS1 GAB1 GALK1 GATM GIHCG GJC1 GMDS-DT GMFB GNG5 GORASP1 GPR141 GRIP2 H2AC10P H2BC10 HINT3 HLA-A HLA-DPB1 HLA-DRB1 HMGB3P1 HROB HSD17B11 IDO2 IFNA2 IFNG IFNG-AS1 IFT46 IGF1 IGHV3-16 IGHV3OR16-16 IGLV7-46 IL9RP3 INPP1 IRF2BP2 ISG20 ITGB7 ITPRID2 JMJD1C KAT7 KATNBL1 KCTD21-AS1 KDM2B KIAA0319 KLHL2 KPNA1 KRI1 LAX1 LCDR LIMA1 LINC00293 LINC00607 LINC00652 LINC01091 LINC01426 LINC01825 LINC01871 LINC01892 LINC01934 LINC02090 LINC02100 LINC02404 LINC02564 LINC02642 LINC02684 LINC02898 LINC02945 LINC02977 LNCATV LOC283299 LUC7L3 MARF1 MEF2C METTL27 MIEF1 MILR1 MIR3680-1 MIR4437 MIR5194 MOB1A MRTFA MT-RNR2 MT-TV MTHFD1L MTHFD2 MTSS1 MYO3B NASP NCKAP1L NDE1 NDRG2 NEDD4L NEDD9 NFAT5 NFYC NKAP NMT2 NOTCH4 NPSR1-AS1 NSUN3 OTUD5 PCDH12 PEX10 PHLDB2 PIK3R1 PLCH2 PLEK PNPLA8 POLR2E PPM1K PPM1K-DT PPP2R5B PPP2R5C PRDM1 PRKACB PRLR PTK2B RAB18 RABGAP1L-AS1 RASGRP3 REPS1 REV3L RGS1 RGS3 RHEB RN7SKP123 RN7SKP9 RN7SL346P RNU1-78P RNU6-1096P RNU6-452P RNU6-797P RRAGC RSBN1 RSPH14 SAMD14 SCP2 SCYL2P1 SEL1L2 SEPTIN2 SERPINA1 SERPINB9P1 SLC11A1 SLC25A26 SLC25A29 SLC25A45 SLC25A46 SLC6A12 SLFN11 SMG6 SNRPD1 SNRPEP5 SNTB2 SORT1 SPATA5L1 SPG11 SQOR ST3GAL1 STAP1 STAT4-AS1 SYCP2 SYNJ1 SYNPR TACC1 TADA1 TANK TARBP1 TASL TAT-AS1 TBL2 TLK2 TM7SF3 TMBIM4 TMCC1 TMCO4 TMEM117 TMEM244 TMTC3 TMX3 TMX4 TNFSF10 TNIK TNRC6B TPP1 TRAJ30 TRAJ35 TRAK1 TRIM22 TRIM34 TTN-AS1 TXLNB UMODL1 UQCRB UST VMP1 WDR54 WDR86-AS1 WEE1 YARS1 ZNF175 ZNF19 ZNF211 ZNF222 ZNF222-DT ZNF236 ZNF366 ZNF484 ZNF500 ZNF541 ZNF776 ZNF785 TERF2_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TERF2_TARGET_GENES ABRACL ACTR6 ADAM33 AKAP13 ALPK1 ARHGAP26 ARL14EP ATF7IP ATP5MJ B4GALT4 BCDIN3D BTN3A1 BUB1B BUB1B-PAK6 C1orf74 C2CD3 CALCOCO2 CCDC186 CD28 CDC14A CDK7 CEACAMP3 CEP128 CFAP418 CHMP1B CHSY1 CNTNAP2 CNTRL CPEB3 CTSS DESI1 DLG1 EEF1E1P1 ENSG00000238387 ENSG00000265222 ENTPD6 ERICH3 ESRRG FAM117A GRAMD2B GRM7 HROB IFI16 IFNG-AS1 IGF2BP2 IGHV3-35 IL16 INPP5D IQCF2 JMJD1C KAT7 KDM2A KLHL6 LCDR LERFS LILRB1 LINC00607 LINC00652 LINC01259 LINC01765 LINC01825 LINC01934 LINC02404 LINC02564 LINC02642 LNCATV LPCAT2 LZTFL1 MANF MIR4437 MIR5194 MRTFA MTCO3P47 MTHFD1L MTSS1 NAV1 NF1 NIBAN1 NRXN2 NUGGC OR2W3 ORC2 PARP8 PCF11 PLAAT2 POU2F1 PPME1 PRDM1 PRKACB PSENEN PSMB10 PTK2 PTPRO REV3L RIPK2-DT RIPOR2 RN7SKP9 RNF7 RNU1-62P RPL17P2 RPS19BP1 RSBN1 RSL24D1 SDCBP2-AS1 SEMA6A SERPINI1 SINHCAF SLC25A29 SLC25A46 SLC9A9 SNX25P1 SNX5 SRBD1 SRPK2 ST3GAL1 SUFU SUOX TBC1D1 TBL1XR1 TLR3 TMBIM1 TNRC6B TRAPPC3L TRBV6-5 TRIM34 TRMT61B TSPAN14 TTLL5 TTN-AS1 U2AF1L4 UBR1 UMOD UTP20 VMP1 VPS8 WDR86-AS1 WEE1 YARS1 ZNF451 TERT_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TERT_TARGET_GENES ACTB AGBL5 AGBL5-AS1 ALOXE3 ANG ARL1 ATG13 B4GAT1 B4GAT1-DT BCAR3 BCYRN1 BRPF1 BTBD19 C12orf4 C2orf42 CCDC107 CD83P1 CDKL4 CFAP418 CFL1 CGB1 CGB2 CIITA DPP9 DYNLT4 ECT2 ENSG00000228151 FBXO31 FMC1 FMC1-LUC7L2 GARS1 GARS1-DT GHET1 GSTA4 H3C9P H4C8 HARBI1 HCG14 HJV HMGN4 HSPA6 ILF2 JUND KLF2 KLF2-DT KNL1 KRT8 LASP1 LIMD1-AS1 LINC00240 LINC01556 LINC01623 LINC02136 LINC02453 LINC02739 LOC105376805 LOC112267871 LRP3 LTA4H MAP1LC3B MCRIP2 MED16 METTL26 MIR3188 MIR4521 MIR7-3 MIR7-3HG MUS81 MYADM MYNN NCOA7 NDUFS7 PAMR1 PARP2 PGK1 PLEKHG2 PLXDC1 POLG POLG-DT POLR3E PPEF1 PPP6R3 PRMT5 PRMT5-DT PSMB3 RAB11A RAD51AP1 RELB RFX1 RFX3 RFX3-DT RN7SL1 RN7SL2 RNA5SP304 RNASE11 RNASE4 RNU1-5P RNU1-6P RNU6-1 RNU6-2 RNU6-8 RNU6-9 RNU6ATAC RNY1 RNY3 RNY4 RPS29 SACM1L SETD1A SFSWAP SHF SLC27A4 SMARCC2 TAGLN2 TIA1 TIMM22 TMEM259 TRIM41 TRIM7-AS2 VTRNA1-1 VTRNA1-2 VTRNA1-3 VTRNA2-1 WASF4P WBP4 ZNF131 ZNF839 ZSCAN18 TET1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TET1_TARGET_GENES ABCB9 ABCD3 ABCF1 ABHD16A ABHD17B ABI1 ABRAXAS2 ACADSB ACAN ACAP3 ACOT13 ACOT7 ACTN3 ACYP2 ADAT1 ADGRV1 ADISSP ADM2 ADPRH AFF1 AGA AGBL3 AGFG2 AGL AGO2 AGPS AKAP1 AKAP1-DT AKAP11 AKR1B1 AKT3 ALG10 ALG11 ALKBH3 ALKBH8 AMN ANAPC5 ANGPTL6 ANKFY1 ANKH ANKMY1 ANKRD54 ANLN ANXA4 AP1B1 AP1G1 APIP ARF3 ARFGAP2 ARFGAP3 ARHGAP26 ARHGEF12 ARHGEF3 ARHGEF39 ARHGEF4 ARHGEF4-AS1 ARHGEF40 ARL1 ARL6 ARMT1 ARPC4 ARPC4-TTLL3 ARSK ASH2L ASIC1 ASXL1 ATE1 ATE1OSP ATF2 ATF7 ATF7-NPFF ATF7IP ATG16L1 ATP5F1C ATP5PB ATP6V1H ATP7B ATP8A1-DT ATP8A2 ATR AURKAIP1 AURKB B4GALNT3 BANK1 BANP BARX1 BARX1-DT BAZ2B BBX BCAR3 BCAT2 BCL2L12 BCL6 BCLAF1 BDNF-AS BEND3 BIRC2 BMS1 BNIP2 BOLA1 BORCS5 BRCC3 BRD2 BRPF1 BSCL2 BTF3L4 BTG2-DT BUD13 BUD13-DT BUD23 BZW1 C12orf4 C14orf39 C17orf75 C19orf47 C1orf105 C1orf74 C20orf96 C2orf42 C4orf3 C5orf22 C5orf24 C5orf52 C6orf89 C9 C9orf85 CA9 CAB39L CABLES2 CACNB2 CACYBP CAD CALB2 CALCB CAMLG CAND1 CAND2 CARD8 CARMIL1 CASC3 CASP9 CBX7 CCDC14 CCDC59 CCDC8 CCDC83 CCNC CCNG2 CCT7 CCT8 CD37 CDC25A CDC42BPA CDC5L CDC6 CDCA5 CDCA7 CDH13-AS2 CDK11A CDK12 CDRT15P3 CENPA CENPH CENPU CENPV CEP19 CERS2 CFAP206 CFAP410 CFAP418 CFAP77 CFL1 CFLAR CHAF1A CHCHD7 CHD7 CHFR CHFR-DT CHRNB4 CHTF18 CHUK CHUK-DT CKAP2 CKAP2-DT CLCN3 CLCN7 CLIC4 CLP1 CMAS CNDP2 CNIH2 CNIH3 CNOT11 CNOT3 CNP CNPPD1 CNPY2 COA7 COASY COG2 COIL COL9A1 COPB2 COPB2-DT COPG2 COPS2 COPS5 COPS7A COPS7B COPS8 COPS8-DT COX4I1 COX7B CPNE4 CPSF2 CPTP CRBN CREBZF CRTC1 CSNK1G1 CSNK1G3 CSPP1 CSTF2T CTCF CTDP1 CTH CTNNA1 CTR9 CTTNBP2 CTTNBP2NL CUL2 CUL3 CUL4B CUX2 CWC22 CYB5D1 CYRIB CYTH2 DAB2 DAZAP2 DCAF16 DCAF8 DCBLD2 DCDC1 DCTN1 DDIAS DDX1 DECR2 DENR DGAT1 DGCR2 DGCR8 DHFR2 DHX15 DHX37 DHX40 DKKL1 DLEU1 DLG4 DMAP1 DNAAF3 DNAH2 DNAI1 DNAJC24 DNAJC27 DNAJC27-AS1 DNAJC30 DNM1P35 DOCK3 DPCD DPH3 DPP9 DPY19L4 DRC3 DRG2 DROSHA DSE DST DTX4 DUSP28 DZIP1L EDA EDC4 EFCAB2 EFHC1 EGFLAM EHHADH EIF1AY EIF2A EIF2D EIF3D EIF4A1 EIF4A2 EIF5 ELAC2 ELK4 ELMOD2 EMC1 EMC1-AS1 EMC8 EME1 EML6 ENKUR ENOSF1 ENPP3 ENSG00000213963 ENSG00000225420 ENSG00000230021 ENSG00000232995 ENSG00000233030 ENSG00000236543 ENSG00000245651 ENSG00000246465 ENSG00000267260 ENSG00000271860 ENSG00000279561 ENSG00000282936 EPB41L2 EPG5 EPHB4 EPS15L1 ERBIN-DT ERCC6L2 ERCC6L2-AS1 ERGIC2 ERICD ERICH6 ERICH6-AS1 ETF1 ETFA ETHE1 EVX1 EXOC8 EXOSC9 EZR FADS2 FAHD1 FAM110B FAM111A FAM135A FAM200B FAM200C FAM219A FAM222A FAM66C FANCM FBXL13 FBXL5 FBXO38 FBXO38-DT FBXO7 FCSK FDPS FEN1 FGD5-AS1 FGD6 FHL1P1 FKBP3 FLJ16779 FMO5 FNDC3A FNIP2 FOSB FOXD1 FOXN2 FOXP4 FOXP4-AS1 FRMD3-AS1 FRYL FSIP1 FTH1 FUS FXYD5 G2E3 G6PD GALK1 GALK2 GALNT13 GALNT17 GAPVD1 GARNL3 GAS8 GASK1A GATA4 GATA6 GATA6-AS1 GATAD1 GATAD2A GCA GDI2 GEM GFM2 GFPT1 GGA3 GINS1 GLOD4 GLRX3 GMPPA GOSR1 GOSR2 GOSR2-DT GPATCH4 GPM6A GPR108 GPR161 GPR6 GPR89A GPR89B GPX1 GPX8 GRB2 GRK4 GRM1 GRPEL2 GSAP GSEC GSPT1 GTF2IP12 GTF3C5 GTF3C6 GTPBP3 GYS1 H2AZ1 H2AZ1-DT H2AZ2 H2AZ2-DT H3C11 H4C12 H4C2 H4C8 HACD2 HAGH HAND2-AS1 HAPLN4 HAUS2 HCG14 HDDC2 HDHD2 HECTD3 HERC1 HEXIM1 HIVEP1 HJURP HLA-DMA HMCN1 HMGB3 HMGCS1 HNRNPH1 HNRNPH3 HPSE HS2ST1 HS6ST3 HSBP1 HSD11B1L HSPA4 HSPBP1 HUWE1 HYDIN IBTK ICA1 ICA1-AS1 IFT25 IFT80 IGSF9 IKBKG IKZF5 IL23A IL5 ILF2 IMMP2L IMP3 INCA1 ING4 INHCAP INKA2 INTS11 INVS IPO9-AS1 IQCG IREB2 IRF3 ISOC2 ITFG2 ITFG2-AS1 ITGAE ITPKA JAG1 JAKMIP2 JOSD2 KCNN2 KCTD13 KCTD13-DT KDM1B KIAA0319L KIAA0586 KIAA0753 KIAA0825 KIAA0930 KIAA1586 KIF1C KIF22 KIF3B KIN KIZ KLHDC10 KLHL3 KLHL8 KYAT1 KYAT3 LACC1 LAMC1 LANCL2 LARP4 LARP7 LCMT1 LCMT1-AS1 LDHA LETMD1 LHFPL4 LHX1 LIN7B LIN7C LINC00237 LINC01814 LINC01833 LINC01902 LINC02029 LINC02980 LIPE-AS1 LMBRD2 LMX1B LMX1B-DT LOH12CR2 LRP1 LRP6 LRRC28 LRRC42 LRRC57 LRRC8A LRRC8E LRSAM1 LSM2 LSM5 LTBP4 LTV1 LYRM2 MACF1 MAF1 MAGOHB MAIP1 MALAT1 MANBA MAP3K13 MAP3K7 MAPK14 MAPK4 MAPKAPK5 MAPKAPK5-AS1 MARCHF7 MATCAP2 MAX MAZ MCM6 MCM9 MCOLN3 MDH2 ME2 MECOM MED1 MED11 MED21 MED23 MED26 MEF2B MEMO1 MERTK MEST METAP1 METTL25 METTL2B MFN2 MICOS10 MICOS10-DT MICOS10-NBL1 MICOS13 MIDN MIF4GD MIF4GD-DT MIR129-2 MIR320A MIR3678 MIR3912 MIR3928 MIR4638 MIR4787 MIR5695 MIR6892 MIR933 MIS18BP1 MKKS MLLT1 MMS22L MNT MOB1B MON2 MORF4L2 MORF4L2-AS1 MPHOSPH6 MPHOSPH6-DT MPND MPP7-DT MRM3 MRPL22 MRPL27 MRPL45 MRPL48 MRPL50 MRPL51 MRPL57 MRPS14 MRPS23 MRPS31 MRPS7 MRTO4 MTCO3P12 MTCP1 MTF2 MTFMT MTFR1 MTHFD1 MTMR4 MTMR9LP MTRF1L MVB12A MYC MYEF2 MYL3 MYLK-AS1 MYO3A MYO9A MZT2B NAA35 NAA38 NAE1 NALF1 NANP NAP1L4 NATD1 NAV2 NBPF12 NBPF25P NCAPD2 NCAPD3 NCAPG NCBP1 NCDN NCMAP-DT NCOA4 NDUFA11 NDUFA12 NDUFA4 NDUFA7 NDUFAF1 NDUFAF4P1 NDUFB1 NDUFB9 NDUFS7 NEDD1 NEK1 NEK2 NEK2-DT NELFE NEMP1 NEO1 NEXN NFATC2IP NFE2L2 NFIB NFIB-AS1 NFKB2 NFU1 NFYA NFYB NFYC NIN NINL NKAIN4 NKAPD1 NKTR NOL11 NOL3 NOL4 NONO NOP14 NOTCH3 NOX4 NPM1 NPTN NPY5R NR2C1 NR2C2 NR2F2-AS1 NREP NSA2 NSL1 NSUN3 NTM NTNG2 NUDT2 NUDT21 NUF2 NUP210 NUP37 OARD1 OCRL OFD1 OGFOD1 OGFOD2 OIP5-AS1 ONECUT1 ORAI3 OSBPL1A OSBPL2 OTULINL OXNAD1 OXR1 OXR1-AS1 PAIP1 PAN2 PANK1 PARP6 PARPBP PCCB PCDH9 PCDHGC4 PCED1A PCMTD1 PCMTD1-DT PCSK7 PCTP PDCD7 PDE4A PDE4D PDE6D PDE8A PDHB PDHX PDIA4 PDLIM7 PDRG1 PDXDC1 PDZD2 PDZD7 PDZRN3 PECR PELI3 PEX16 PEX26 PFDN4 PFKFB2 PGAP4 PGBD1 PGM1 PHF12 PHRF1 PI4K2A PIGC PIGN PIGX PIH1D2 PIK3R2 PIK3R3 PIP5KL1 PIPOX PITPNC1 PITPNM2 PKIA PKIB PLA2G12AP1 PLA2G4C PLAC9 PLAG1 PLD3 PLEKHG2 PLS1 PLSCR2 PMF1 PMF1-BGLAP POC5 POLA1 POLDIP2 POLE POLL POLR1A POLR3D POM121 POU4F1 PPCDC PPFIA2 PPFIBP1 PPM1G PPM1K PPM1K-DT PPP1CC PPP1R12A PPP1R15B PPP1R35 PPP1R42 PPP2CA PPP2CA-DT PPP2R3B PPP4R3B PPP4R3B-DT PRDX1 PREX2 PRH1 PRKACB-DT PRKAG1 PRKAG2 PRKAG2-AS1 PRLHR PROM1 PRPF3 PRPSAP1 PRR4 PRSS35 PSMC3IP PSMD5 PSME4 PSMF1 PSTK PTGES3 PTGR2 PTH1R PTK2B PTPN1 PTRH2 PTTG1 PUF60 PURG PUSL1 PXMP2 PXYLP1 PYROXD1 QRICH1 QRSL1 QTRT1 RAB11FIP4 RAB1A RAB32 RAB6A RAD21 RAD23B RAD50 RAD51AP1 RAD54L RAD9A RALY RANBP10 RANBP6 RANGAP1 RAP1GAP2 RAPGEF2 RAPGEF6 RASAL2 RASAL2-AS1 RASGEF1B RASSF1 RBBP9 RBM15 RBM25 RBM39 RBMXL1 RC3H2 RCAN1 RDM1 RDM1P5 RELCH REV3L RFC5 RFESD RGL2 RGMA RGS5 RGS9 RHOG RHOT1 RIBC2 RICTOR RIPK2 RIPK2-DT RMDN1 RMND1 RNASEH2C RNF167 RNF185 RNF187 RNF20 RNF214 RNF225 RNPC3 RNPC3-DT RNU5A-8P RNU6-7 RNVU1-2A RO60 ROGDI RPE RPL10A RPL12 RPL18A RPL23A RPL24 RPL26L1 RPL26L1-AS1 RPL27 RPL29 RPL3 RPL30P11 RPL35A RPL36 RPL5 RPP40 RPRD1A RPS11 RPS15A RPS19 RPS24 RPS26 RPS27 RPS28 RPS3A RPS4X RPS6 RPS6KB2 RPS7 RPS9 RPUSD1 RSPH3 RTN4IP1 RTTN RUFY2 RUVBL2 RWDD1 RXRG SAC3D1 SAE1 SAMD1 SAMD8 SARAF SART1 SBNO1 SC5D SCCPDH SCRN2 SDCBP SDHB SEC22C SEC61A1 SEC62 SELENOF SELENOH SELENON SELENOT SELENOV SENP8 SEPSECS-AS1 SEPTIN7P14 SERP1 SETDB2 SF1 SF1-DT SF3B5 SFR1 SFXN3 SHARPIN SHLD3 SHPRH SIKE1 SIPA1L1 SIRT1 SIX4 SKA3 SKIC2 SKIC3 SKP2 SLC12A2 SLC12A2-DT SLC12A8 SLC15A4 SLC17A7 SLC25A11 SLC25A16 SLC25A35 SLC27A6 SLC29A1 SLC35D1 SLC39A3 SLC43A1 SLC50A1 SLCO3A1 SLF1 SLU7 SLX4IP SMAD4 SMARCA5 SMARCD2 SMARCE1 SMC1B SMC4 SMDT1 SMG5 SMIM13 SMIM2-AS1 SMIM20 SMIM27 SMNDC1 SMPD1 SNHG16 SNHG30 SNORA14B SNORD1C SNORD42B SNORD43 SNRNP70 SNRPE SNX1 SNX10-AS1 SNX11 SNX2 SORD SOX30 SPAG16 SPAG16-DT SPAG8 SPC25 SPDL1 SPNS1 SPRTN SPTB SPTLC1 SREK1 SRFBP1 SRP19 SRRM2 SRRM2-AS1 SRSF10 SRSF3 SSBL4P SSBP3 SSH2 SSR1 ST3GAL4 STAG3L5P STAG3L5P-PVRIG2P-PILRB STAP2 STARD7 STIL STK17A STK40 STMN3 STRIP1 STRIP2 STX18 STX18-AS1 STX5-DT STYXL1 SUMO2 SVEP1 SWT1 SYCE2 SYNRG TAB3 TACO1 TADA1 TADA3 TAF12 TAF12-DT TAF7 TAGAP-AS1 TANK TANK-AS1 TAOK2 TARDBP TARS2 TAS2R14 TASOR2 TATDN1 TATDN3 TBC1D14 TBC1D19 TBC1D22B TBC1D8 TCEANC2 TCF3 TCF4 TDP2 TDRKH TDRKH-AS1 TERC TEX9 TFAP2A TFAP2C THADA THAP2 THEM4 THNSL1 THNSL2 TIA1 TIMM22 TIMM9 TIPRL TJAP1 TLE4 TLL2 TM9SF4 TMCC2 TMEM115 TMEM120B TMEM132A TMEM169 TMEM18 TMEM199 TMEM200C TMEM209 TMEM217 TMEM222 TMEM237 TMEM254 TMEM254-AS1 TMEM258 TMEM266 TMEM33 TMEM38B TMEM39B TMEM41B TMEM44-AS1 TMEM59 TMEM79 TMEM9B TMEM9B-AS1 TMOD3 TMTC4 TMX1 TNFRSF11B TNFRSF21 TNIK TNPO1 TNRC6A TNRC6B TNRC6B-DT TNS3 TOM1L2 TOMM20 TOMM22 TOMM22-DT TOMM7 TOPBP1 TOR1AIP1 TP53 TP53RK TP53RK-DT TPM4 TPMT TPRKB TRAF3IP2-AS1 TRAPPC13 TRAPPC2 TRAPPC2B TRDMT1 TRERF1 TRIM23 TRIM35 TRIM36 TRIM41 TRIM68 TRIM69 TRIP10 TRMO TRMT1 TRMT1L TRPC7 TSC22D2 TSNAXIP1 TSPAN12 TSPAN31 TSPYL1 TSTD2 TTBK1 TTC21B TTC23 TTC32 TTC32-DT TTC7B TTLL12 TTYH1 TUBB2B TUBB4B TUBG2 TUBGCP5 TXNDC12 TXNDC17 TXNIP TXNL1 TYMSOS TYRO3 TYW5 UBE2A UBE2F UBE2F-SCLY UBE2I UBE2Q2 UBR3 UBR4 UBXN4 UCHL1 UCHL1-DT UCHL5 UCK1 UGP2 UPF3A UQCC1 UROD USP16 USP47 USP54 VDAC3 VEZT VMAC VMP1 VPS13B VPS13B-DT VPS16 VPS26B VTI1B WARS1 WARS2 WARS2-AS1 WASHC4 WBP1L WDR11 WDR11-DT WDR19 WDR25 WDR26 WDR36 WDR70 WDR77 WNK3 WNT9B XPC XPO1 YBX3 YJU2B YOD1 YTHDF2 YY1 ZBTB42 ZC3H4 ZCCHC4 ZCCHC8 ZDHHC24 ZEB2 ZEB2-AS1 ZFAND2A ZFAND2A-DT ZFAND6 ZFC3H1 ZFPL1 ZFYVE27 ZGRF1 ZIC4 ZKSCAN2 ZKSCAN2-DT ZKSCAN5 ZKSCAN7 ZMYM6 ZNF131 ZNF136 ZNF174 ZNF189 ZNF224 ZNF260 ZNF286A ZNF286A-TBC1D26 ZNF300 ZNF329 ZNF335 ZNF337-AS1 ZNF410 ZNF487 ZNF529 ZNF529-AS1 ZNF544 ZNF547 ZNF548 ZNF554 ZNF568 ZNF614 ZNF675 ZNF714 ZNF747-DT ZNF77 ZNF771 ZNF782 ZNF787 ZNF793 ZNF793-AS1 ZNF805 ZNF829 ZNF839 ZNF846 ZNF850 ZRANB3 ZSCAN23 ZSCAN25 ZSCAN32 ZSWIM4 ZYG11A ZYX ZZZ3 TFAM_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TFAM_TARGET_GENES ARHGAP15 ENSG00000230021 MT-CYB MT-ND2 MT-ND5 MT-ND6 MT-RNR1 MT-TE MT-TF MT-TH MT-TI MT-TL2 MT-TM MT-TP MT-TS2 MT-TT MTATP6P2 MTATP6P3 MTCO1P12 MTCO1P2 MTCO1P25 MTCO1P45 MTCO3P12 MTCO3P13 MTCO3P22 MTCYBP18 MTCYBP35 MTND1P11 MTND1P14 MTND1P15 MTND1P22 MTND1P30 MTND1P36 MTND1P37 MTND1P6 MTND1P7 MTND1P9 MTND2P16 MTND2P24 MTND2P33 MTND2P38 MTND2P4 MTND2P8 MTND3P19 MTND4LP1 MTND4LP19 MTND4P12 MTND4P24 MTND5P10 MTND5P11 MTND6P4 NMTRS-TGA3-1 RNU6-656P RPL18AP8 SLC39A10 TFCP2_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TFCP2_TARGET_GENES AHNAK ALOXE3 ANG ARRDC3 ARRDC3-AS1 BCL3 C2orf42 C7orf50 CCNG2 CDC42SE1 CDK4 CELF3 DLGAP4 DPP9 DUS3L EEF1AKMT3 EIF4G2 EML4 ENSG00000246308 FAM234B FAM3D FAR1-IT1 GABPB2 GAR1-DT GBP1 GPCPD1 H2BC15 H3-3B H3C9P HECTD2 HJV INTS11 KAT5 KCNIP2-AS1 KCNN4 KCTD10 KDM6B KMT2E KRT18 LARP4 LINC00620 LINC01004 LINC01342 MALAT1 MAP2K5 MAP2K5-DT MCOLN3 METTL1 MIR141 MIR200C MIR4521 MIR5188 MRPL13 MRPL48 MRPS27 MTBP NADK2 NGDN NR4A2 ODC1 ODC1-DT ODR4 OGA PCED1B PDIA6 PHYH PLA2G6 PLK1 PTMS PTP4A1 PTPRZ1 RAB11A RNASE4 RPS12 SCN5A SDSL SIN3B SLC38A4-AS1 SLC3A2 SNORD101 SNX24 SNX8 SPRYD3 STAMBPL1 STAT6 TEP1 TIA1 TMBIM6 TMEM248 TNRC18 TPR TRIM41 UBC UBE2K UBE3B USP22 VTRNA1-1 WDR4P2 WNT11 XPO1 YWHAE ZC3H4 ZNF561 ZNF561-AS1 ZNF627 ZNF76 TFDP2_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TFDP2_TARGET_GENES CYB561D2 GMNN NPRL2 ODR4 TPR TFEB_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TFEB_TARGET_GENES ABCB9 ABCC2 ABHD12 ABL2 ABR ABRACL ACAD9 ACAP2 ACCS ACIN1 ACOD1 ACOT13 ACOT7 ACOX1 ACP5 ACRBP ACTN2 ACVR1 ADAMTS18 ADAMTS3 ADAMTS6 ADAMTSL4-AS1 ADAT3 ADCK1 ADGRG1 ADTRP AFF4 AFF4-DT AHI1 AHNAK2 AIDA AKAP13 AKNAD1 AKR7A2 AKT1S1 ALDH1A2 ALG1 ALKBH3-AS1 ALOX12-AS1 ALOX5AP ALS2 AMDHD2 AMPD3 AMZ2P1 ANAPC13 ANKRA2 ANKRD1 ANKRD11 ANKRD12 ANKRD28 ANKRD50 ANPEP ANXA4 AOPEP AP3D1 AP3M2 AP5Z1 APC APEX1 APH1B APLN APOLD1 APP APP-DT ARAP1 ARAP3 ARFGEF2 ARFIP1 ARHGAP12 ARHGAP23 ARHGAP31 ARHGDIA ARHGEF2 ARHGEF28 ARIH2OS ARL8B ARMCX1 ARMT1 ARRB1 ARSK ASAP1 ASPSCR1 ASXL2 ATF4 ATF5 ATG3 ATIC ATP13A3 ATP13A3-DT ATP2B1 ATP5MGP8 ATP6V0A1 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D1-DT ATP6V0E1 ATP6V0E1P1 ATP6V1A ATP6V1B2 ATP6V1C1 ATP6V1D ATP6V1E1 ATP6V1G1 ATP6V1H ATP7A ATXN3 AVL9 AXL B3GAT3 BAALC BACH1 BANF1P1 BAX BBS5 BBS9 BBX BCL2 BCL2L13 BCL9L BCR BEST3 BFSP1 BHLHE40 BLOC1S1 BLOC1S6 BMI1 BNC2 BNIP3L BOD1 BPTF BRCA2 BRI3 BROX BSG BSG-AS1 BTBD19 BTK C16orf74 C19orf47 C1QTNF6 C1orf43 C2 C4orf46P2 C6orf52 C6orf62 C9 CACNA1A CACNB1 CACUL1 CACYBP CAHM CALCRL-AS1 CALD1 CALHM6 CAMK2D CAMTA1 CANX CAP1 CAPN7 CARD8 CASC15 CASP12 CASP4 CAST CATSPERB CATSPERD CC2D1B CCDC125 CCDC82 CCDC9 CCN3 CCNB3 CCNL1 CCR5AS CCRL2 CD164 CD22 CD2BP2 CD2BP2-DT CD34 CD5L CD63 CD63-AS1 CD68 CDH5 CDK14 CDK4 CDKL3 CDKN1B CDKN2C CELF1 CENPA CENPP CEP120 CEP135 CEP162 CEP164 CEP63 CFAP161 CFAP251 CFDP1 CFLAR-AS1 CHCHD2P6 CHCHD3 CHCT1 CHIC1 CHM CIPC CISD2 CLCN6 CLCN7 CLDN6 CLEC2B CLIP1 CLIP4 CLN3 CLN6 CLTA CLTC CLUAP1 CLUH CMC2 CMIP CNIH3 CNOT8 CNPPD1 CNRIP1 COL12A1 COL27A1 COL6A4P1 COMMD3 COMMD3-BMI1 COMMD4 COPRS CORO1B CORO1C CORO7 CORO7-PAM16 COX5A COX6CP5 COX7A2 CP CPA3 CPED1 CRACD CRBN CRCP CREB3L4 CREBRF CREM CROCCP2 CSF3 CTNNA1 CTNS CTSA CTSB CTSD CUEDC1 CUL4B CUL5 CUL9 CUTA CXCL11 CXCL16 CXCL2 CXCL8 CYBRD1 CYP2C61P CYREN CYSTM1 DAB2 DANCR DAZAP2 DBP DCAF13 DCK DDIT3 DDX39A DDX54 DENND1A DENND6A DENND6A-DT DGKI DHX35 DHX35-DT DIAPH1 DIAPH2 DISC1FP1 DLC1 DLG2 DLGAP1-AS2 DMAC2L DNAAF1 DNAH11 DNAH12 DNAJB5 DNAJC13 DND1P1 DNPH1 DOCK5 DOCK9 DOLK DPP7 DPY19L3 DPY19L3-DT DROSHA DUSP1 DUSP3 DUSP4 DUSP6 DUSP7 DVL2 DYNLT4 DYRK1A DYRK4 E2F6 EAF1-AS1 ECD ECE1 EDEM1 EDN1 EFCAB13 EFCAB13-DT EFEMP1 EFHB EFHC1 EFHD2 EFHD2-AS1 EGILA EGLN2 EHD1 EHMT2 EIF2S1 EIF3A EIF3K EIF4A3 EIF4B EIF4E EIF4G1 EIF5A2 ELDR ELK3 ELP2 ELP3 EMC2 ENAH ENKUR ENO3 ENSG00000222095 ENSG00000236393 ENSG00000236829 ENSG00000237461 ENSG00000245651 ENSG00000252904 ENSG00000253028 ENSG00000253214 ENSG00000255491 ENSG00000257746 ENSG00000261195 ENSG00000262231 ENSG00000266401 ENSG00000267882 ENSG00000270174 ENSG00000272008 ENTREP1 EP300 EPAS1 EPC1-AS1 EPC1-AS2 EPG5 EPHA4 EPM2A-DT ERBIN ERCC1 ERG ERN1 ERP29 ERVFRD-1 ESM1 ESRP2 ESRRA ETV6 EVA1C EXD3 EXOC1 F13A1 FAAP100 FABP4 FAF1 FAHD1 FAM118B FAM124B FAM149B1 FAM167B FAM169BP FAM210A FAM21EP FAM21FP FAM222B FAM3D FAM72A FAM83G FAR2 FARP2 FAXDC2 FBXO24 FBXO30 FBXO31 FCGRT FDX2 FEZ2 FGGY FGGY-DT FHIP1B FKBP1A FLCN FLG-AS1 FLJ42969 FLRT2 FLRT2-AS1 FMR1 FMR1-AS1 FNBP4 FNIP1 FOSL2 FOXJ3 FRMD3 FTL FUBP3 G6PC3 GAA GABARAP GABBR2 GADD45G GADL1 GALE GALK2 GALNS GALNT10 GALT GAPDH GAPLINC GARS1 GARS1-DT GASAL1 GATAD1 GATAD2A GATD1 GATD1-DT GBA1 GBE1 GCNT2 GDF15 GEM GET4 GFI1B GIGYF2 GIN1 GIPC1 GIT2 GLA GLMP GLT8D2 GMFB GMNN GNA15-DT GNB2 GNG12-AS1 GNL1 GNPDA1 GNPTG GNS GOLGA1 GOLGA4-AS1 GP6 GPM6A GPR137B GPX1 GRN GSK3B-DT GTDC1 GTF2A1 GTF2A1-AS1 GTF2F2 GTF2H1 GTSF1L GUF1 GZF1 H2AZ1 H2AZ1-DT HABP2 HAGH HAPSTR1 HBP1 HCFC1R1 HCFC2 HDAC5 HDAC9 HECW2 HECW2-AS1 HELQ HERC5 HERPUD1 HEXA HEXA-AS1 HEXB HHEX HIBCH HIF1A HIVEP1 HIVEP3 HM13-AS1 HMG20A HMGA1 HMGA2 HMGB1P50 HMGXB3 HMOX1 HNRNPD HNRNPD-DT HNRNPF HNRNPH2 HNRNPL HOXA-AS2 HOXA11 HOXA11-AS HOXA5 HOXA7 HOXA9 HOXD10 HPN HPS1 HPS3 HPS4 HPS5 HRG-AS1 HS1BP3 HSD17B14 HSDL1 HSP90AA1 HSPBAP1 HTATIP2 ICAM1 ICAM2 ID2 ID2-AS1 IDH1 IFI16 IFI27 IFIT3 IGF1R IGF2BP3 IGF2R IGLV3-24 IL34 IL4I1 ILF3 ILF3-DT ILVBL INKA2 INPP4B INSIG1 IP6K1 IRF2BP2 IRF9 IRS2 ISG20 ISLR2 ITGA5 ITGA7 ITGAX ITPR1 ITPR2 JAK1 JAM3 JMJD1C JOSD1 KANSL1L KAT14 KAT5 KAT6A KBTBD2 KCP KCTD5 KDM4C KHDRBS1 KHSRP KIAA1217 KIF17 KIF23 KIF23-AS1 KIFC1 KIFC3 KLF3 KLF4 KLF6 KLHL12 KLHL22 KLHL3 KLHL5 KLHL6 KLHL6-AS1 KLK6 KLK9 KLKP1 KRT36 KRT8P42 KU-MEL-3 LACTB2 LAMB4 LAMC1 LAMP1 LAMTOR1 LAMTOR3 LAMTOR4 LARP1 LASTR LATS2 LBX2 LCORL LDLRAD4 LEMD2 LIG1 LIMK1 LIMS1 LINC-PINT LINC00161 LINC00310 LINC00322 LINC00431 LINC00520 LINC00607 LINC00649 LINC00702 LINC00886 LINC00963 LINC00964 LINC00974 LINC01013 LINC01132 LINC01366 LINC01615 LINC01619 LINC01730 LINC01748 LINC01812 LINC01828 LINC02206 LINC02243 LINC02392 LINC02404 LINC02487 LINC02525 LINC02541 LINC02611 LINC02615 LINC02643 LINC02705 LINC02709 LINC02777 LINC02831 LINC02851 LINC02909 LINC02915 LINC02965 LINC03002 LINC03108 LIPT1 LMNA LMNB1 LNCOG LNCTSI LNPK LOC101929494 LONP1 LONRF3 LPIN2 LRBA LRIG3 LRIG3-DT LRP1 LRP1-AS LRRC37A3 LRRC37B LRRC41 LRRC8A LSM14B LSM5 LTBP1 LTBR LURAP1L-AS1 LY6K LY96 LYPD1 LYPLAL1 LYPLAL1-DT LYSET LZTFL1 MACORIS MAEA MAFB MAFG MAFK MAGI2-AS3 MALAT1 MAP1LC3B MAP2K4P1 MAP4 MAP4K1 MAPK1 MAPK12 MAPK13 MAPK3 MAPK6 MAPK6-DT MAPKAP1 MAPKAPK3 MAPRE2 MARF1 MARK1 MAST1 MAX MBD6 MCM2 MCOLN1 MCRIP1 MCTP1 MDM2 MDM4 MECP2 MED15 MED24 MED28 MED28-DT MEF2C MEPCE METTL13 METTL6 MFF MFF-DT MFNG MFSD1 MFSD11 MFSD14A MFSD4B MFSD4B-DT MGAT2 MGLL MGST2 MGST3 MIATNB MICALL1 MICU1 MIDN MIEN1 MILIP MIPEP MIR151A MIR193A MIR222HG MIR23A MIR23AHG MIR27A MIR3142HG MIR3189 MIR3667HG MIR378D2HG MIR3928 MIR3934 MIR4439 MIR548AQ MIR548AW MIR584 MIR6821 MIR7849 MLST8 MOAP1 MORC2 MPG MRGPRX4 MROH1 MRPL20 MRPL36 MRPS15 MRPS18B MRPS18C MRPS31 MSANTD3 MST1P2 MT2A MTCH2 MTDH MTHFD1L MTHFR MTUS1 MYCT1 MYH9 MYL12A MYO18B MYO19 MYO1E MYOM3 NAA50 NAB2 NAGLU NAGPA NAMPT NAMPT-AS1 NAP1L1 NAPA NAT8B NAV2-IT1 NAV3 NCKAP1 NCOA2 NCOA3 NDUFAF6 NDUFV2 NDUFV2-AS1 NEAT1 NEK6 NEMP1 NEU1 NEURL2 NFATC3 NFATC4 NFIA NFX1 NHLRC1 NHLRC2 NINJ2 NINJ2-AS1 NLRC5 NMRAL1 NNT NNT-AS1 NOCT NOL8 NOP10 NOS3 NPM1P21 NPTN NR1D1 NR1D2 NRAS NRBP1 NREP NRP1 NRROS NSMAF NSMCE2 NSUN2 NUDCD3 NUDT9 NUP188 NUP62 NUTM1 OAT OPN5 OR5B15P ORAI2 OSBPL8 OSER1 OSER1-DT OSGEP OSGIN1 OSTM1 OTUD3 OTUD7B OXCT1 P4HB PACSIN2 PAM PANK3 PARVB PATL1 PATL1-DT PAWR PCED1A PCGF2 PCID2 PCM1 PCNX4 PCNX4-DT PDCD1LG2 PDCD6 PDCD6-DT PDE12 PDE7B-AS1 PDP1 PDPR2P PDXK PDZRN3 PEPD PET117 PEX5 PFN1 PGAP6 PGK1 PGM1 PHC3 PHF20L1 PHF3 PHKB PHLDB1 PHTF2 PIAS4 PICALM PICSAR PIGT PIGW PIGX PIKFYVE PIP4P1 PIP4P2 PISD PKD1L1 PKD1L2 PKM PLAU PLCG1-AS1 PLD3 PLD6 PLEKHA6 PLEKHA7 PLEKHB2 PLEKHM1 PLEKHO1 PLIN2 PLSCR4 PNISR PNKP POLA2 POMT1 PPFIBP2 PPID PPIP5K2 PPM1H PPP1R10 PPP1R12B PPP1R18 PPP1R3E PPP2R1B PPP3R1 PPP4R1L PPT1 PRCP PRDX5 PRECSIT PRICKLE2-AS3 PRKAR2B PRKAR2B-AS1 PRKCB PRKCH PRMT3 PRPF3 PRPSAP1 PRR3 PRR5L PRRC2C PSMD1 PSMD9 PTCH1 PTGR3 PTP4A2P2 PTPA PTPRM PUM2 PZP QKI RAB21 RAB31 RAB32 RAB5A RAB7A RACK1 RAD23A RAD9A RAET1E RAET1K RAI14 RALB RALGPS1 RAPGEF2 RAPGEF3 RAPGEF6 RARA RASGRP3 RBBP4 RBFOX2 RBM15B RBM19 RBPJ RCBTB1 RCBTB2 RCHY1 RDH10-AS1 RDH13 RELB RELL1 REPIN1 RERE RETREG2 REV1 RFX2 RGS12 RGS5-AS1 RHBDF1 RHOJ RHOT1 RIMKLB RIMOC1 RIN1 RITA1 RMC1 RMND1 RN7SKP11 RN7SKP190 RN7SKP192 RN7SL237P RN7SL346P RN7SL635P RNA5SP40 RNA5SP44 RNASE6 RNASEK RNASEK-C17orf49 RND3 RNF166 RNF185 RNF215 RNF220 RNMT RNU1-108P RNU4-9P RNU6-1105P RNU6-1231P RNU6-1300P RNU6-174P RNU6-402P RNU6-92P RNU6ATAC32P RNY4P14 ROBO4 RPAP2P1 RPL10P7 RPL19 RPL26P20 RPL27 RPL30P11 RPL36AL RPL7AP83 RPS6KA3 RPS9 RPUSD4 RRAGB RRAGC RRAGC-DT RUNX1T1 RUSC2 S100A2 S100A6 SAE1 SAMD4A SBNO1 SBNO1-AS1 SCAF11 SCAMP4 SCAMP5 SCG5 SDAD1 SDAD1P1 SDE2 SDHC SEC11C SEC14L1 SEMA6B SEPTIN7P12 SEPTIN9 SERF2 SERPINE1 SEZ6 SF3B5 SGK1 SGMS1 SGMS1-AS1 SH2D3C SH2D5 SH3BP4 SH3BP5 SH3TC2-DT SHKBP1 SHPK SIGLEC15 SIK3 SIRPB2 SIRT1 SKAP2 SKIC3 SKIL SLC12A8 SLC16A1 SLC16A1-AS1 SLC16A13 SLC16A5 SLC16A7 SLC22A18 SLC22A5 SLC25A13 SLC25A16 SLC25A32 SLC25A33 SLC25A38 SLC25A45 SLC25A46 SLC25A5P7 SLC2A13 SLC2A3 SLC33A1 SLC35A5 SLC35B2 SLC35E3 SLC35F6 SLC36A1 SLC38A2 SLC38A2-AS1 SLC38A4-AS1 SLC38A6 SLC38A7 SLC3A2 SLC48A1 SLC49A4 SLC51B SLC66A1 SLC6A12 SLC6A6 SLC7A5 SLC7A8 SLMAP SMAD1 SMAD3 SMAD6 SMCR8 SMIM2-AS1 SMIM27 SMNDC1 SMYD5 SNHG29 SNHG7 SNIP1 SNORA26 SNORD3J SNORD49B SNRPE SNRPGP5 SNX13 SNX16 SNX2 SNX8 SORBS1 SP140 SPART SPART-AS1 SPATA12 SPATS2 SPG11 SPG7 SPHK1 SPNS1 SPOCD1 SPPL3 SPRY2 SQSTM1 SRD5A1 SRGAP2 SRGAP3 SRRD SRRM1 SRSF2 SSBP3 SSH1 SSR1 SSR3 SSTR5 SSTR5-AS1 ST13 ST3GAL6 STAB1 STAT1 STAT3 STAT6 STEAP1B STING1 STIP1 STK10 STK4 STK4-DT STMN1 STRADA STRADB STX4 STX6 SUB1 SUGCT-AS1 SULT1B1 SUMF1 SUPV3L1 SUSD1 SWAP70 SYNCRIP SYNJ2 SYNRG TACC3 TADA1 TAF4B TAF6L TAMALIN TBC1D13 TBC1D15 TBC1D17 TBC1D5 TBC1D8 TBC1D9 TBCEL TBL1X TBX15 TCF12 TCF4 TDP2 TEX10 TFB1M TG TGFBI TGFBR2 THAP6 THAP8 THNSL1 THUMPD3 TIGD6 TIMM13 TINAGL1 TLCD3A TLR4 TM9SF3 TMC6 TMC8 TMCC3 TMEM108-AS1 TMEM116 TMEM126B TMEM161B TMEM17 TMEM232 TMEM241 TMEM273 TNFAIP3 TNFRSF14 TNFRSF14-AS1 TNKS2 TNKS2-DT TNPO2 TNRC6B TNS1 TOMM20 TOP1MT TOP3A TPM3 TPP1 TPRA1 TPRG1L TRAC TRAF5 TRAJ7 TRAK2 TRAPPC2L TRAPPC8 TRAV13-2 TRBV13 TRD-AS1 TRIB1 TRIB3 TRIM25 TRIM37 TRIM47 TRIP6 TRMT112 TRMT5 TRPC4AP TRPM1 TRPM7 TRPV2 TSC1 TSGA10 TSHZ1 TSNARE1 TSPAN4 TSR2 TSR3 TUBA1B TUBA1B-AS1 TUBAL3 TUBB TUBB4B TUBB6 TUT1 TXNL1 TXNRD2 U2SURP UACA UAP1L1 UBA52 UBA7 UBAP2 UBAP2L UBE2B UBE2D3 UBE2Q1 UBE2R2 UBE3D UBE4B UBXN6 UGGT1 UQCC6 UQCRH USHBP1 USP31 USP32 USP36 USP9X UTP11 UTP15 UTP25 UTP4 UVRAG UVRAG-DT UVSSA VAC14 VAPA VEGFB VMP1 VPS11 VPS11-DT VPS16 VPS18 VPS26A VPS26C VPS33A VPS37B VPS41 VSIG10 WAC WAC-AS1 WASHC2A WASHC2C WASHC4 WASHC5 WASL WBP1L WDFY4 WDR37 WDR6 WDR62 WDR81 WDR90 WEE1 WLS WSB2 WWP2 XIRP2-AS1 XKR9 XPNPEP3 XPO1 XXYLT1 YAP1 YES1 YOD1 ZAR1L ZBED6 ZBTB1 ZBTB17 ZBTB25 ZBTB38 ZBTB40 ZBTB8OS ZC3H11A ZC3H18 ZC3H4 ZCCHC2 ZCWPW1 ZEB1 ZFPM2-AS1 ZNF239 ZNF24TR ZNF263 ZNF280D ZNF292 ZNF316 ZNF318 ZNF322 ZNF384 ZNF438 ZNF483 ZNF503 ZNF503-AS2 ZNF507 ZNF512 ZNF521 ZNF622 ZNF669 ZNF76 ZNF775 ZNF836 ZNRF3-AS1 ZSCAN21 ZSCAN9 ZSWIM8 THRAP3_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/THRAP3_TARGET_GENES ADAMTSL4-AS1 ADGRG1 ARL6IP1 BRD7 CACTIN CCDC9 EBAG9 ERICH6 ERICH6-AS1 GAS5 H2BC18 KHDC4 KLHDC9 MIR5087 PRR14 RNVU1-26 RNVU1-30 RNVU1-4 SLC16A5 SLC39A3 SMARCD2 SMG1 STAT6 TBX1 THA1P TSC22D4 WDR24 ZCCHC24 ZNF200 THRA_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/THRA_TARGET_GENES ADAM17 ADGRG3 AMBRA1 APH1A APOC1 ATM BCKDK BORCS7 BRWD1 BRWD1-AS2 C9 CASC3 CCNG2 CCNT2 CCNT2-AS1 CEP350 CLUL1 COQ10A CORO7 DAB2 DANCR DBP DENND4B DENND6A DENND6A-DT DEPDC5 DNAJA3 DNAJB5 DOT1L EEF2 EIF3E EIF4E EMC7 ENSG00000250041 ENSG00000272008 EP400P1 EXOSC9 FAAHP1 FDX2 FGGY GRAMD1B GRM7-AS3 GSTA4 GTF3C1 GXYLT1 H1-4 HBP1 HCG25 HCP5 HMGN2P34 IBTK ILRUN-AS1 INHA IQCD JMY JUN LHFPL5 LINC01135 LINC01410 MIR4449 MRTFA MT-CO1 MT-CO2 MT-CYB MT-ND2 MT-ND6 MT-RNR1 MT-TA MT-TC MT-TD MT-TE MT-TF MT-TI MT-TM MT-TN MT-TQ MT-TT MT-TW MT-TY NEAT1 NPAT NXPH3 OBSL1 OXA1L OXA1L-DT PALM PGBD4 PMS2CL PNISR RB1CC1 RSRP1 SAFB SAFB2 SERGEF SH2D6 SLC25A35 SMARCD1 SMG1P2 SNORA26 TIMM13 TMCO6 TMEM41B TP53INP2 TXNDC11 ULK4 UNKL UPF2 UQCC4 WDR55 ZC3H18 ZNF292 ZNF780B TOP2B_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TOP2B_TARGET_GENES AAR2 AARS2 AATBC ABCA17P ABCA3 ABCC12 ABT1 ACAA2 ACACA ACAT1 ACBD4 ACBD5 ACP2 ADAP2 ADAT2 ADGRA3 ADHFE1 ADRM1 AGAP3 AGFG1 AGPAT5 AHCYL2 ALDH9A1 ALG3 ALKBH3 ALOXE3 ANG API5 AQR AREG ARFGAP3 ARHGAP1 ARHGAP40 ARHGEF12 ARHGEF28 ARID5A ARL8BP2 ATG16L1 ATG16L2 ATL3 ATP5MC1P1 ATXN2L B4GALT1 B4GAT1 B4GAT1-DT BACE2 BCKDK BCRP2 BECN1 BICD2 BIRC3 BMPR1B BMPR1B-DT BMS1 BORCS8 BORCS8-MEF2B BPNT1 BRF2 BRWD1 BRWD1-AS2 C11orf98 C12orf57 C15orf48 C1orf105 C1orf131 C1orf52 C1orf74 C2CD2 C3orf38 C8G CA13 CALB2 CAMK2D CARMIL2 CASZ1 CCAR2 CCDC107 CCDC12 CCDC144BP CCDC180 CCDC186 CCDC59 CCNG2 CCT3 CD276 CD55 CDC16 CDC45 CDC73 CDCA7 CDHR2 CDKN2D CEACAM7 CENPBD1P CENPU CEP135 CEP290 CGGBP1 CHD1 CHD2 CHP1 CIB4 CITED2 CITED4 CLDN1 CLDN16 CLUL1 CNOT6 COG2 COMMD2 COPS7B COX16 COX18 CRTAC1 CRYBG1 CSF3 CSKMT CSTPP1 CT62 CTNNB1 CXXC5 CYB561 CYB5A CYP2R1 DAD1 DALRD3 DCAF11 DCAF6 DCP1A DCXR DCXR-DT DDX46 DDX55 DECR1 DENND5A DENR DGAT1 DHRS1 DHRS3 DHX34 DHX40 DIAPH1 DIAPH1-AS1 DKK1 DNAH11 DNAH14 DNLZ DPH1 DPP8 DRAM1 DUSP1 DYNC2I1 DYRK3 DYRK4 ECE2 ECHDC2 EDAR EDRF1-DT EFNA5 EFNB1 EGLN3 EHD1 EHD2 EIF2B3 EIF3B EIF3F EIF4E2 EIF5A2 ENSG00000215838 ENSG00000260581 ENSG00000266100 ENSG00000267882 ENSG00000268858 EWSR1 EXD1 EXOC4 EXOSC3 EXTL3 FAM111A FAM133B FAM153CP FAM241B FAM83G FAM98B FBXO34 FBXO34-AS1 FBXW11 FBXW5 FHAD1 FLJ38576 FLVCR1 FLVCR1-DT FOSB FOXK2 FOXP1 FOXP1-DT FRA10AC1 FXN FXYD3 GADD45A GANC GATAD2B GATB GCLC GINS1 GINS3 GNPAT GPR157 GPR39 GPR6 GSTO2 GTF2A2 GTF2H4 GUSBP1 GUSBP11 GZF1 H1-4 H2AC6 H2AZ1-DT H2BC18 H2BC5 H2BC8 HAUS8 HCP5 HECTD3 HERC3 HIRA HLCS HMG20B HMGN3 HNRNPC HSPA7 HSPA8 HTR5A IDE IDH1 IFRD1 IFT22 IGF2BP2-AS1 IGFL4 IKZF4 IL5 ILF2 INHBA INKA1 INO80B INO80B-WBP1 INTS1 INTS5 INTS6 INTS6-AS1 IRF1-AS1 ISY1 ISY1-RAB43 ITPRIP JPX KANSL2 KANSL3 KATNB1 KCTD14 KCTD20 KCTD3 KDM3B KIAA0319L KLHDC10 KMT5B KRT8 KRTCAP2 LETMD1 LIMCH1 LINC00111 LINC00205 LINC00620 LINC00963 LINC01556 LINC01600 LINC01775 LINC01962 LINC01990 LINC02026 LINC02132 LINC02168 LINC02273 LINC02332 LINC02593 LINC02615 LINC02739 LOX LRP12 LRRC41 LRRC8C LTBP1 MALAT1 MAN1A1 MAPK14 MAPK8 MCEE MCL1 MCPH1-AS1 MCRIP2 MED30 MED4 METTL16 METTL25 METTL26 MFSD12 MFSD13A MFSD4B MFSD4B-DT MICA MICAL3 MINCR MINDY1 MIR100HG MIR3197 MIR4482 MIR548AQ MIR6781 MIS18A MITD1 MKKS MLF2 MPHOSPH10 MPLKIP MRNIP MRPL13 MRPL30 MRPL40 MRPL44 MRPS31 MT1E MTBP MTERF1 MTERF2 MTO1 MTTP MYO9B NABP1 NAE1 NAPEPLD NAV2 NAXE NCDN NDUFAF3 NDUFC2 NDUFC2-KCTD14 NDUFS7 NFE2L2 NKAPD1 NME1 NME1-NME2 NME6 NOB1 NOC3L NOL9 NOP9 NR1H3 NR2F1-AS1 NRL NSL1 NXN OLA1 PALM PAN2 PARP2 PARP6 PCDH1 PCIF1 PCLAF PDE12 PDE6D PDE7B-AS1 PDE8A PDIA6 PDIK1L PEX3 PGBD2 PHLDB1 PIGC PIGL PIH1D2 PIKFYVE PIN1 PIP4P1 PIP5KL1 PISD POC1B POC1B-GALNT4 POLG POLG-DT POLK POLR1B POLR2C POLR3G POP1 POR PPA2 PPIL4 PPOX PPP2CB PRCD PRKG1-AS1 PRMT5 PRMT5-DT PRUNE1 PSMB7 PSMD1 PSMD6 PSME3 PSMF1 PSMG2 PSORS1C1 PSPC1 PTK2 PTK2B PTPN21 PVT1 PXT1 PYCR3 PYURF RAB11A RAB37 RAD50 RAD9B RAF1 RBBP5 RBIS RBM17 RBM39 RBM45 RBPJL RC3H2 RCC1 REG4 RFC1 RFK RFXANK RHBDD2 RHBDD3 RINT1 RN7SL521P RNA5SP60 RNASE4 RNF114 RNF130 RNF167 RNF216 RNF4 RNU11 RNU2-37P RNVU1-15 RNVU1-27 RPL23AP53 RPL26 RPL26L1 RPL26L1-AS1 RPL35AP16 RPL35AP17 RPL36 RPN1 RPPH1 RPRD2 RPS11 RPS13 RRP1B RSL1D1 RUVBL1-AS1 RWDD1 SAR1B SBF2 SCAMP1 SCARNA17 SDCBP2 SEC11A SEC22B SEC23A SEC24A SERGEF SETD6 SH2D6 SKAP2 SLC1A5 SLC22A5 SLC25A11 SLC35A3 SLC37A2 SLC44A1 SLC7A7 SLC9A1 SLFN13 SLX4IP SMAD2 SNAP25-AS1 SNHG22 SNHG3 SNORA57 SNRNP200 SNRPB2 SNRPC SNTG1 SPART SPDL1 SPHK1 SPRY4 STEAP1 STK10 STK17A STPG1 STX16 STX16-NPEPL1 STX18 STX18-AS1 SUGCT SURF6 SYT7 SYT8 SYTL1 TACO1 TADA2A TAF3 TAGLN3 TANK TANK-AS1 TAOK3 TAS1R1 TATDN3 TBC1D14 TBC1D19 TEFM TENT2 TERF2 TEX48 TFEB THSD4 TIGD1 TIGD6 TJP3 TLL2 TMC6 TMCC2 TMEM101 TMEM170A TMEM199 TMEM222 TMEM63A TMEM87A TMTC3 TNFRSF1A TNFRSF6B TNPO3 TNS4 TOMM22 TOMM22-DT TOP3B TP53 TPD52L2 TPI1P2 TPM1 TRABD TRIB1 TRIM46 TRIM7-AS2 TRIP4 TRMT10A TSACC TTC39A TUBB3 TWIST1 TXNDC15 UBB UFD1 UPF1 UQCC6 UQCRH UROD USP30 USP40 VARS2 VEPH1 VPS29 VPS51 VPS72 VRK3 VTRNA1-1 VTRNA1-2 WDR11 WDR11-DT WDR70 WDR74 WDR83 WDR83OS WRAP53 YJU2 YJU2B YPEL3 ZBTB16 ZBTB34 ZCCHC10P1 ZCCHC4 ZER1 ZFP36L2 ZMYND8 ZNF165 ZNF205 ZNF213-AS1 ZNF232 ZNF232-AS1 ZNF271P ZNF391 ZNF398 ZNF408 ZNF425 ZNF473 ZNF554 ZNF596 ZNF77 ZNF839 ZSCAN16-AS1 ZSCAN30 ZYX TOX4_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TOX4_TARGET_GENES ABCC10 ABHD2 ACOT8 ADAMTS7P4 AFF4-DT AGR2 ALG5 ANKHD1 ANKHD1-DT ANKHD1-EIF4EBP3 ANKRD54 ANP32E ANXA2R-OT1 ARID4A ARL1 ARMC8 ARMH4 ATP5PB BCAS3 BMAL1 BRPF1 C11orf71 C12orf4 C5orf52 C6orf89 CAND1 CAPZA2 CASD1 CCDC192 CCDC61 CDC25C CDK12 CEP44 CFDP1 CHD2 CIAO2A CKS1B CMSS1 CNOT1 CNOT3 CREBRF DCAF7 DCLRE1A DHFR DMXL1 DMXL1-DT DMXL2 DNM2 DRC3 EFCAB14 EIF2AK3 EIF2AK3-DT ELP4 ENC1 ENSA ENSG00000268403 ENSG00000275765 ERAP1 EVI5L EXOC4 EXOSC8 FAM174B FAM200A FAM47E FAM53C FBXO16 FBXO8 FIGNL1 FMC1 FMC1-LUC7L2 FRMD5 FRYL FSTL4 FTSJ3 G3BP1 GATAD2B GBF1 GCNT3 GIRGL GLRX GOT1 GOT1-DT GPR108 GUF1 H2AC12 H2AC25 H2AZ2 H2AZ2-DT H2BC12 H2BC26 H3-3B H4C4 H4C5 HAVCR2 HBP1 HCG14 HEXIM1 HMG20A HNRNPC HNRNPL HNRNPUL1 HOXA9 HROB HSPB6 IGF2BP3 IMMP1L IMMP1LP1 INO80 INPPL1 KATNB1 KNTC1 KPTN LRRC28 MACC1 MACO1 MAP3K11 MAPK14 MAPK6 MATR3 MED7 MFSD11 MIR3143 MIR4258 MIR4999 MIR638 MLLT3 MPND MT-TP MTIF3 MTMR12 NAPA-AS1 NDUFAF8 NGDN NHLRC2 NLK NUCKS1 OGDH OSBP P4HB PCNX3 PDE12 PEAK1 PHF23 PKN2 PMEL PPP1R37 PRMT9 PROSER3 PSMA3-AS1 PSMC3 PSMC5 PTEN RAB11A RAB11B RAB11B-AS1 RAB5B RACK1 RAD51AP1 RBM27 RFX1 RHCE RNF10 RNF186-AS1 RNU2-17P RNU5B-1 RPS9 RSRC2 SETD1A SETX SFSWAP SHC1 SLC25A42 SLC3A2 SMG5 SMG7 SMG7-AS1 SMIM31 SNHG1 SNHG29 SNHG4 SNORD25 SNORD26 SNORD27 SNORD49B SNORD95 SNRNP27 SNX1 SP1 SP2 SP2-DT SRI STAP2 STK40 STRIP1 TDRKH TDRKH-AS1 TEPSIN TICRR TIMM22 TIPIN TMEM160 TMEM18 TMEM79 TMEM94 TNIP1 TNRC18 TOM1L2 TOP2A TRIP10 TTC23 TTC32 TTC32-DT UBB UBE2C WDR77 WDR83 WDR83OS WEE2-AS1 YIPF7 ZMAT2 ZNF143 ZNF628-DT ZNF655 ZNF689 ZNF77 ZNF785 ZSWIM3 ZZZ3 TRIP13_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRIP13_TARGET_GENES ALG10B ALKBH3 ARL14EP AURKC CALCRL-AS1 CCZ1P1 CDKL3 CLIC4P2 COL20A1 COX16 DCAF4L2 DCTN3 DCUN1D5 EIF3F FAM218A FMO4 FRMD1 GALNT8 GFI1B GP6-AS1 GPATCH2 GUSBP1 HDDC2 IFTAP IMPACT JRK LAS1L LINC00665 LINC00680 LINC00680-GUSBP4 LINC00992 LINC01164 LINC01535 LINC01756 LMTK3 LRIF1 LRRC28 LRRC4C LYPD9P LZTFL1 MAGEB2 MFSD9 MIR4530 MIR7-3 MIR7-3HG MSANTD4 NPPB NXT2 OCA2 OTOA PAIP2B PIGG PIK3C3 PMS2CL PNPLA4 PSCA PXMP4 RAB39A RIMBP2 RIMBP3 RPF1 SERPINB5 SERPINE2 SLC35F2 SNRPB2 SPATA17 TPRKB TRIM24 TTC23 VANGL1 YJU2 ZIM2-AS1 ZNF138 ZNF226 ZNF227 ZNF268 ZNF274 ZNF285 ZNF304 ZNF35 ZNF493 ZNF502 ZNF528 ZNF528-AS1 ZNF530 ZNF551 ZNF555 ZNF561 ZNF561-AS1 ZNF578 ZNF586 ZNF626 ZNF671 ZNF695 ZNF721 ZNF728 ZNF738 ZNF805 ZNF875 TSHZ1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TSHZ1_TARGET_GENES ABCB4 ACAP3 AFF1 AJUBA AJUBA-DT ALDH1A2 ALDOA ALG11 ALKBH3-AS1 ANO8 AP4M1 ARHGEF12 ASCC1 ATAD2 ATP7B BACH1 BCAS3 BRINP2 BRPF1 BRWD1 BRWD1-AS2 C21orf62-AS1 CALN1 CAPZA2 CBFA2T2 CBX4 CCBE1 CCDC144BP CCDC159 CCDC192 CCN1 CCNI CCT6B CDC42EP4 CDC42SE1 CGA CLASP2 CLIP1 CLPB CLTC CNOT6L CREM CRLF2 CTNNB1 DHRS3 DLEU1 DLK2 DNAJB6 DRAIC DRG2 DZIP1L EFCAB7 EFHC1 EGLN2 EIF2B3 ELP3 EMC1-AS1 ENSG00000247416 ENSG00000278356 EPHA3 EPS15-AS1 ETV4 EXD2 FAM172A GABARAP GABPB2 GALNT16-AS1 GBA1 GLI3 GSTCD GTF3C5 GTPBP3 GTPBP6 GZF1 H4C2 HES4 HEXA HEXA-AS1 HEXIM1 HIVEP3 HMGA2 HOXA5 HOXB-AS3 HOXB3 HOXB9 HSPBAP1 IGF1R IGF2BP3 INTS12 ISG15 ITGA7 ITGB3BP ITPRIP JMJD4 JOSD1 KBTBD4 KCNB1 KCNK1 KDM1A KDM4B KIAA0319 KLHDC9 KRBA1 KRT75 LAMA4 LAMP1 LBX1-AS1 LCN15 LCORL LINC00431 LINC00649 LINC00963 LINC01010 LINC01132 LINC01275 LINC01411 LINC01664 LINC01775 LINC02609 LINC02831 LINC02846 LINC02960 LRFN3 LRRC41 LUCAT1 LY6K MAML3 MAPK4 MCC MCM7 MDM2 MEIS2 MIR194-1 MIR4999 MIR5188 MIR615 MOK MSANTD3 MSRB2 MTF2 MTFR2P2 MVK MYH9 NAA16 NCAM1 NCOR2 NDUFS3 NDUFS7 NFIB NR2F1 NRP1 NXN PANTR1 PAXBP1 PCID2 PIGL PIM1 PIP5KL1 PKNOX1 PKNOX2 PKNOX2-DT PLD1 PLEKHM1 POLG POLG-DT PRECSIT RAB11B RAB11B-AS1 RANBP1 RANGRF RBL1 REXO4 RFTN1 RNF139 RNF139-DT RNF43 RNU6-1039P RNVU1-27 RPL37 RRAS2 S100A2 SACM1L SH2D5 SIM1 SIX2 SKIDA1 SLC49A4 SLC6A6 SLIT3-AS1 SMAD1 SMARCD2 SMG5 SMG7 SMG7-AS1 SMIM2-AS1 SNAP47 SNHG17 SPAG9 SPPL3 ST6GALNAC2 STAT6 SUDS3 TAGLN2 TBC1D22A TBL1X TBPL1 TIPRL TLCD3B TLE1 TLE6 TLK2 TM7SF3 TMBIM6 TMEM101 TMEM114 TMEM121B TMEM260 TMEM79 TOB2 TOP3B TRMT2A TSHZ2 TTC1 UBC UBR4 VANGL1 VIM VWA8 WDR62 YJU2B ZCCHC2 ZNF217 ZNF253 ZNF503 ZNF503-AS2 ZNF555 ZNF593 ZNF608 ZNF790 TUBG1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TUBG1_TARGET_GENES BOLA1 FLOT1 H2BC21 H2BC5 IER3-AS1 MT-RNR1 MT-TF QRICH1 RN7SL600P ROCK1P1 UBE2I_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/UBE2I_TARGET_GENES ABCD3 ANKRD33B ANXA2R-AS1 ARFGAP3 ARID1A BCL6 BDNF BRWD1 BRWD1-AS2 CCDC77 CCNJ CDCA2 COL6A1 DHX8 DNAJB1 DUSP11 EIF2D ENSG00000227496 ENSG00000232995 ENTPD1-AS1 ERRFI1 FAM98B FLOT1 GABPB1 GABPB1-AS1 GNAS GOSR1 GPR180 GTF3C3 H2AC5P H2BC3 HRAS HTD2 IER3-AS1 KCTD21 KCTD9 KDM5A KLC2 LINC00114 LINC01719 LNX1 METTL15 MRPL19 MTF2 NDUFAF4 NDUFB7 NME1 NME1-NME2 NUDT9 NUF2 NUTF2P4 PCBP2 PDZD9 PHAX PLXDC1 PML PRPF18 PTPN2 QARS1 QRICH1 R3HCC1 RBM45 RGS5 RNU11 RNU6-921P RNVU1-6 RPL24 RPL26L1 RPL26L1-AS1 RPL38 RPLP1 RPP14 SDE2 SHFL SLC35A3 SLC9A1 SNRPB SNRPFP2 STOML1 STX16 STX16-NPEPL1 SYNCRIP SYT7 TGFB1I1 TMEM234 TTC5 USP35 VIM VSTM2L ZFP36 ZKSCAN8P2 ZNF165 ZNF213-AS1 UBN1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/UBN1_TARGET_GENES ABALON ABCA8 ABCC3 ABHD10 ABHD13 ABL1 ABT1 ACAA1 ACACA ACAD8 ACAP2 ACIN1 ACKR2 ACLY ACOT13 ACTA2 ACTN3 ACTR1A ACTR1B ADAM9 ADAMTS3 ADAMTS6 ADAMTSL4-AS1 ADAT1 ADAT2 ADCK5 ADGRG1 ADIPOR2 ADM ADM-DT ADNP ADPRHL1 ADSL ADSS2 AFAP1 AGGF1 AGPAT4 AGTRAP AHCY AHCYL1 AHCYL2 AHNAK AK2 AK5 AKAP6 AKIP1 AKNAD1 AKR1D1 ALDH1B1 ALDH3A1 ALDH7A1 ALG10 ALG6 ALPK2 AMN1 AMOTL1 ANAPC16 ANAPC5 ANG ANK3 ANKAR ANKIB1 ANKRD11 ANKRD13D ANKRD18B ANKRD28 ANKRD46 ANKRD49 ANKZF1 ANO10 ANO3 ANO6 ANP32E ANXA1 ANXA11 ANXA2 ANXA8 AP1AR AP1AR-DT AP3B1 APEH APOO AQP5 AQP5-AS1 AQR ARGLU1 ARHGAP18 ARHGAP28 ARHGAP5 ARHGEF39 ARID2 ARID3B ARID4B ARL17A ARL4A ARL6IP5 ARMH1 ARPC1A ARPC5 ARRDC3 ASB3 ASB6 ASCC1 ASF1A ASPH ASPSCR1 ATF7IP ATG101 ATG4C ATG5 ATG9A ATIC ATL2 ATOSB ATP13A4 ATP2B1 ATP2C1 ATP5MC2 ATP5MK ATP5PO ATP6V0A1 ATP6V0D1 ATP6V0D1-DT ATP6V1F ATP6V1H ATXN7L1 AURKB AUTS2 AVPI1 B3GALNT2 B4GAT1 B4GAT1-DT B9D1 BAALC-AS1 BAG1 BARD1 BASP1-AS1 BAX BAZ2A BBIP1 BBS12 BBS4 BBS7 BBS7-DT BCAN-AS2 BCAP29 BCL2L13 BCL7B BCL9 BHLHB9P1 BICD1-AS1 BICRAL BIRC6 BLM BLOC1S5 BLOC1S5-TXNDC5 BLOC1S6 BMF BNIP1 BRAF BRAT1 BRF2 BRWD3 BSDC1 BSG BSG-AS1 BTBD3 BTD BTK BTN3A2 BTNL12P BTRC BZW1 C11orf80 C11orf91 C12orf57 C12orf60 C14orf119 C14orf93 C18orf32 C18orf54 C19orf33 C19orf48P C1QTNF1-AS1 C1S C1orf122 C1orf43 C1orf50 C2CD5 C2orf42 C2orf92 C5orf15 C5orf22 C6orf47 C6orf62 C6orf89 CA5B CAAP1 CAB39L CACNA2D1 CACNA2D4 CACNB3 CALCOCO1 CALCRL-AS1 CALD1 CAMK2D CAMTA1 CAP1 CAPN10 CAPRIN2 CAPZA1 CAPZA2 CARD8 CARNMT1 CARS2 CASC11 CASC2 CASC3 CASP8 CASTOR1 CAT CAV1 CBLB CBLN3 CCAR1 CCDC12 CCDC127 CCDC159 CCDC190 CCDC25 CCDC7 CCDC80 CCDC82 CCDC88A CCDC9 CCNG1 CCNH CCNYL1 CCP110 CCT4 CD2BP2 CD2BP2-DT CD46 CD82 CDA CDC25A CDC25C CDC27 CDC37L1 CDC37L1-DT CDC42EP4 CDHR3 CDK11A CDK5RAP2 CDKL5 CDKN2B CDKN2D CEACAM16-AS1 CENPS CENPS-CORT CENPU CEP112 CEP128 CEP152 CEP250 CEP350 CEP44 CEP57L1 CEP72-DT CETN3 CETN4P CFAP54 CHAC2 CHCHD3 CHD1L CHD2 CHD9 CHMP5 CHMP7 CISD3 CKS1B CKS2 CLASP1 CLCF1 CLCN3 CLDN12 CLIC4 CLIP1 CLK4 CLNS1A CLTC CLU CLUH CMAHP CMTR1 CMTR2 CNPPD1 CNPY3 CNTRL COA6 COG8 COL12A1 COL3A1 COMMD1 COMMD6 COMMD9 COPB1 COPS4 COTL1 COX14 COX16 COX4I1 COX5B COX6A1 COX7A2 CP CPB2-AS1 CPE CPEB2 CPEB2-DT CPEB3 CPEB4 CPSF1 CRADD CRB1 CREB3 CREB3L2 CREB3L2-AS1 CREB5 CREBZF CREM CRKL CRTC3-AS1 CSAD CSRNP2 CSRP1 CSRP1-AS1 CSTBP1 CT66 CT70 CT83 CTNNA1 CTNNA1-AS1 CTR9 CTSS CUL3 CUL7 CXCL8 CXXC5 CYB5B CYP1B1 CYP51A1-AS1 DAPP1 DAXX DBF4 DBNL DCBLD2 DCP1A DCTPP1 DCUN1D3 DDB2 DDX24 DDX41 DDX47 DDX60L DEDD DENND2B DENND4A DENND6A-DT DEPDC1 DERA DESI2 DGKA DHFR DHFR2 DHPS DHRS4-AS1 DHTKD1 DHX16 DHX37 DHX38 DHX8 DIO2 DIS3 DKKL1 DLD DLEU1 DLEU2 DLGAP1-AS1 DLGAP1-AS2 DLST DMAC2L DNAJB4 DNAJC12 DNAJC13 DNAJC21 DNAJC25 DNAJC25-GNG10 DNAJC27-AS1 DNAJC3 DNAJC3-DT DNAJC6 DNAJC7 DNTTIP2 DPAGT1 DPH5 DPH5-DT DPH6 DPH6-DT DRAIC DRC3 DRG1 DROSHA DST DTD1 DTWD1 DUBR DUSP12 DUSP19 DUSP23 DUXAP11 DYNLL1 DYNLRB1 E2F2 EBF1 ECI1 ECPAS EDEM2 EED EEF1A1P23 EEF1B2 EEF2K EEF2KMT EFNA4 EFNA4-EFNA3 EGR2 EHF EIF1AX EIF2A EIF2AK4 EIF2B4 EIF2B5 EIF2D EIF3H EIF4E2 EIF4ENIF1 EIF5B ELL ELMOD2 ELMOD3 ELOVL5 EMC4 EMC8 EMP1 EMSY EMSY-DT ENAH ENO1 ENO3 ENSG00000229425 ENSG00000237461 ENSG00000250041 ENSG00000255647 ENSG00000260288 ENSG00000266401 ENSG00000267248 ENSG00000268403 ENSG00000268650 ENSG00000280040 EPB41L2 EPC1 EPDR1 EPHA2-AS1 EPHA7 EPHX1 EPRS1 EPS15L1 EPS8 ERC1 ERCC1 ERGIC2 ERI2 ERV3-1 ESRP2 ESRRA ESYT1 ESYT2 ETFBKMT ETV1 EVPLL EXD3 EXOSC6 EYA4 EYS F3 FAAP20 FADS1 FADS2 FAF2 FALEC FAM114A2 FAM13A FAM161A FAM172A FAM174A FAM174A-DT FAM174B FAM193A FAM200B FAM217B FAM227B FAM229B FAM53C FAM76A FAM86FP FANCM FARS2 FAS FASN FBXL3 FBXL5 FBXO22 FBXO33 FBXO38 FBXO38-DT FBXO46 FBXO47 FEM1B FEN1 FGD4 FHAD1 FHIP1A FHIP1A-DT FHIP1B FIBIN FIRRE FKBP3 FLNC-AS1 FMC1 FMC1-LUC7L2 FNBP4 FNDC3A FOCAD-AS1 FOSL1 FOXA3 FOXC1 FOXO6 FRG1 FRG1-DT FRG1CP FRMD6-AS2 FRS2 FST FTL FUBP1 FZD6 G3BP2 G6PD GAB1 GABARAPL1 GABARAPL1-AS1 GABRE GADD45A GADD45GIP1 GALK2 GALM GALNT10 GALNT7 GANC GAR1 GAR1-DT GAREM1 GARNL3 GAS1RR GBA1 GBAP1 GCFC2 GDF5 GDF9 GEMIN2 GEMIN5 GEMIN6 GFM1 GFM2 GFOD1 GGCTP1 GGPS1 GIN1 GIPC2 GLB1 GLI3 GLP2R GLRX GLS GLT8D1 GLT8D2 GMPS GNB2 GNG12 GNPAT GNPTAB GOLGA7 GON4L GORASP2 GOT2 GPATCH4 GPC5 GPNMB GPR137 GPR141 GPR37 GPR89B GPSM2 GPT2 GPX8 GRAMD1B GRIP1 GSN GSPT1 GSR GSTM3 GTF2H4 GTF2H5 GTF3C3 GTPBP3 GULP1 GUSBP1 GYS1 H1-4 H2AC10P H2AC11 H2AC25 H2AZ1-DT H2BC10 H2BC11 H2BC20P H2BC6 H3-3B H4C3 H4C5 H4C8 HACD2 HACL1 HADHB HAUS2 HAUS3 HBP1 HCCS HCCS-DT HCG20 HCG25 HECTD1 HECW1 HELLPAR HERC4 HES1 HES7 HIGD1A HIGD2B HINT1 HINT2 HIP1R HMGB1 HMGB2 HMGN4 HMGN5 HMOX2 HNRNPF HNRNPU HNRNPUL1 HOXC-AS3 HOXC10 HPD HPF1 HSD11B1L HSD17B11 HSPA1B HSPA2 HSPA4L HSPB3 HSPB8 HTR1D HYKK ID3 IDH1 IDH1-AS1 IER2 IFI27L1 IFI6 IFRD1 IFT20 IFT25 IFT57 IGF2BP3 IGFBP5 IGFBP7 IKBKG IL17RA IL18 IL1R1 IL1RAP IL6ST IL6ST-DT ILF2 IMMT IMPA2 INPP5F INTS11 INTS14 INTS2 INTS4 INTU IPO13 IPP IPPK IQCN IQGAP1 ISL1-DT ITGA1 ITGA3 ITPR1 ITPR1-DT IVNS1ABP JAK2 JAZF1 JKAMP JPH2 JRKL JUNB KCMF1 KCNJ2 KCNJ2-AS1 KCTD16 KCTD3 KDM1A KDM2A KDM3A KDM4C KHDRBS1 KHNYN KIAA0825 KIAA0930 KIAA1586 KIF27 KIF2C KIFAP3 KIN KLC2-AS2 KLHDC10 KLHL21 KLHL26 KLRC2 KLRK1 KMT5A KNSTRN KRIT1 L3HYPDH LAMA2 LAMA4 LAMB1 LAMB3 LAPTM4A LAPTM4A-DT LARP1B LBHD1 LDHA LHX2 LIFR LIG1 LIG4 LINC00111 LINC00265 LINC00513 LINC00649 LINC00677 LINC00881 LINC00882 LINC01010 LINC01014 LINC01091 LINC01108 LINC01122 LINC01358 LINC01409 LINC01560 LINC01623 LINC01686 LINC01714 LINC01828 LINC01910 LINC01960 LINC02098 LINC02202 LINC02223 LINC02226 LINC02265 LINC02274 LINC02331 LINC02608 LINC02615 LINC02777 LINC02888 LINC02912 LINC02918 LINC02958 LINC02980 LINC03033 LINC03108 LIPA LMBR1L LMO4 LNCRNA-IUR LNCTSI LOC101929566 LOX LRIG3 LRIG3-DT LRP12 LRRC27 LRRC37A3 LRRC37A5P LRRC40 LRRC42 LRRC51 LRRC57 LRRC58 LRRC8D LSG1 LSM2 LSM4 LSM5 LTBP1 LUC7L2 LYRM1 LYRM7 LYSMD1 LZIC MACF1 MAD1L1 MAGEF1 MAIP1 MALT1 MAN1A1 MAN1B1 MAN1B1-DT MAN2A1 MAN2A1-DT MAN2A2 MAP1LC3B2 MAP2K5 MAP2K7 MAP3K7 MAP4 MAPK14 MAPK1IP1L MAPK4 MAPK7 MAPK8IP3 MARCHF5 MAT2B MATR3 MBD2 MBIP MBOAT7 MBP MCC MCM9 MCTP1 MCUB MDC1 MDN1 MED17 MED18 MED21 MED4 MEGF9 MEOX1 METTL2B METTL8 MFAP3 MFF MFF-DT MGC32805 MGME1 MGP MGRN1 MIA2 MIA2-AS1 MICOS13 MIDEAS MIPEP MIPOL1 MIR100HG MIR181A2HG MIR22HG MIR4258 MIR4425 MIR4458HG MIR4466 MIR4470 MIR4500HG MIR4519 MIR5087 MIR6853 MIR759 MIR762HG MIR99AHG MIRLET7BHG MIS18BP1 MITD1 MKRN2 MLF2 MND1 MNT MORC3 MPC2 MPDZ MPLKIP MRPL1 MRPL16 MRPL18 MRPL30 MRPL33 MRPL44 MRPL45 MRPL45P2 MRPL50 MRPL51 MRPL55 MRPS24 MRPS28 MRPS35 MRPS35-DT MRPS36 MSANTD3 MSH3 MSTO1 MT1E MT1X MT2A MTAP MTERF3 MTMR2 MTMR9 MVB12A MXI1 MYBBP1A MYBL1 MYH9 MYH9-DT MYL12B MYL6 MYL6B MYLK-AS1 MYO10 MYO1G MYORG NAA15 NAA40 NABP2 NAGA NAMPT NAMPT-AS1 NANS NARS2 NAXD-AS1 NBN NBPF1 NBPF11 NCAPD2 NCAPG2 NCBP1 NCOA1 NCOA3 NCOA7 NDFIP2 NDFIP2-AS1 NDUFAF1 NDUFC1 NDUFV2 NEDD4 NEK4 NF2 NFATC3 NFATC4 NFE2L2 NFIA NFIB NFKBIA NFYC-AS1 NICN1 NIF3L1 NIP7 NIPAL3 NIPSNAP2 NKAPP1 NKIRAS1 NME1 NME1-NME2 NMNAT1 NMRAL1 NMT1 NNMT NOC3L NOD1 NOL6 NOLC1 NOSTRIN NOXA1 NPLOC4 NPR3 NREP NRM NRP1 NSA2 NSMCE4A NSUN2 NSUN3 NSUN4 NTAN1 NUDT3 NUDT6 NUMA1 NUP107 NUP107-DT NUP153 NUP35 NUP43 NUP50 NUP50-DT NUP58 NVL NWD1 OBI1 ODAD4 OGG1 OLA1 OPA1 ORC5 OSBP2 OSGEPL1 OSGEPL1-AS1 OTUD3 P3H1 P4HA1 P4HA2 PA2G4 PAGR1 PAICS PAK1 PALLD-AS1 PALMD PAM PANK3 PARD6G-AS1 PARP3 PARS2 PAX6 PAX8-AS1 PBLD PCBP2 PCDHAC2 PCF11 PCID2 PCLO PCMT1 PCNX4 PCNX4-DT PDCD11 PDCD6 PDCD6-DT PDE12 PDE4B PDE4D PDE7B PDK4-AS1 PDLIM5 PDLIM7 PEX3 PEX6 PFAS PFKFB2 PFN1 PGAM1 PGAP4 PGP PHACTR4 PHF14 PHF19 PHF21A PHF3 PHIP PIBF1 PICART1 PIGS PIK3CA PIK3CA-DT PIK3R3 PIP4K2B PITPNC1 PITPNM1 PKM PKN2 PLA2G12A PLAGL1 PLAUR PLCD4 PLCE1 PLEKHA3 PLEKHA8P1 PLEKHF2 PLOD1 PLOD2 PLPP1 PLSCR1 PLTP PMEL PMS2P3 PMS2P4 PMVK PNRC1 PNRC1-DT PNRC2 POC1A POLA1 POLD1 POLDIP3 POLG POLG-DT POLH POLN POLR1B POLR1C POLR1H POLR1HASP POLR2D POLR2K POLR3E PPFIBP1 PPIC PPIL1 PPIL3 PPIP5K2 PPM1D PPM1N PPP1R11 PPP1R12A PPP1R12C PPP1R3D PPP2CB PPP2R5A PPP3CB PPP3CB-AS1 PPP3R1 PPP4R1 PRC1 PRDM1 PRDX1 PRECSIT PRELID3BP5 PRIM2 PRKAG2 PRKCE PROCA1 PRPF19 PRPF19-DT PRPF3 PRPF4B PRR34-AS1 PRRG1 PRRT3-AS1 PSAT1 PSMA1 PSMA2 PSMA6 PSMB1 PSMC1 PSMC6 PSMD1 PSMD14 PSMD14-DT PSMD5 PSME2 PSMG1 PTBP1 PTDSS1 PTK2 PTP4A2 PTPA PTPN12 PTPN14 PTRH2 PUM2 PUM3 PWWP2A PYM1 QRICH1 RAB10 RAB13 RAB1B RAB27A RAB2B RAB30 RAB30-DT RAB34 RAB3A RAB5B RAB6A RABEPK RABGAP1L RABGAP1L-DT RAC1 RACK1 RAD51 RAD51-AS1 RAD52 RAET1E-AS1 RAG1 RAI14 RALGAPA1 RALY RANBP3L RAPGEF2 RAPH1 RARA RASA1 RASGRP3 RASSF1 RASSF1-AS1 RB1CC1 RBAK RBAK-RBAKDN RBBP5 RBBP6 RBFOX2 RBM22 RBM26-AS1 RBM45 RBMS1 RBMS3 RBMS3-AS3 RC3H2 RCOR3 RDH10 RDUR RDX REEP3 RELCH RELL1 RERE RERGL RETREG2 RETSAT RFFL RGL1 RICTOR RIF1 RIGI RIMS1 RINT1 RIOK2 RIPK2 RIPK2-DT RN7SL299P RN7SL346P RN7SL408P RN7SL525P RNASE11 RNASE4 RND2 RNF135 RNF145 RNF168 RNF20 RNF212 RNF31 RNF34 RNU4-2 RNU5B-1 RNU6-1 RNU6-1276P RNU6-1327P RNU6-554P RNU6-92P RNU7-11P RNVU1-21 RNVU1-30 RNVU1-4 RNY3 ROBO1 RPA2 RPA3 RPL11 RPL13 RPL15 RPL23A RPL27 RPL36 RPL36A RPL36A-HNRNPH2 RPL37 RPL4P6 RPL7 RPRD1B RPS11 RPS13 RPS15A RPS19BP1 RPS26P29 RPS3A RPS6KA1 RPS6KB1 RPS9 RPSA RRM2B RRP12 RRP15 RRP9 RRS1 RRS1-DT RSBN1 RSL24D1 RSPH3 RSRC1 RSRP1 RTN2 RTN4 RUVBL2 RXFP1 RYK S100A10 S100A11 S100A2 S100A4 S100PBP SAMD4B SAP30 SAP30-DT SAR1A SAR1B SARS1 SART1 SBF2 SBNO2 SCAF11 SCAND3 SCAT8 SCN1A-AS1 SCN9A SCNM1 SCP2 SCYL3 SDC2 SDE2 SDHA SDSL SEC11A SEC22B SEC22C SEC24A SECISBP2L SELENOM SEMA3C SEMA3D SEMA4F SEPSECS SEPSECS-AS1 SERAC1 SERINC3 SERP1 SESN1 SESN3 SETD5 SETD9 SETDB2 SF3A3 SF3B4 SFI1 SGK1 SH2D3C SH2D6 SH3BGRL SH3GLB2 SH3RF2 SHC1 SHOC2 SHROOM3 SIK2 SIK3 SIKE1 SIL1 SINHCAF SIPA1 SIRT1 SKIC8 SKP1 SLC16A1 SLC16A1-AS1 SLC1A5 SLC22A4 SLC24A1 SLC25A25 SLC25A36 SLC25A40 SLC25A5 SLC25A5-AS1 SLC26A2 SLC27A5 SLC2A1 SLC2A13 SLC2A4RG SLC30A4-AS1 SLC33A1 SLC38A2 SLC38A2-AS1 SLC38A4-AS1 SLC38A9 SLC39A13 SLC39A8 SLC44A1 SLC6A6 SLC7A11 SLC9B1 SLMAP SLPI SMAD5 SMAD7 SMARCC1 SMARCD1 SMARCD2 SMC2 SMC2-DT SMC5 SMC5-DT SMIM14 SMIM14-DT SMIM2-AS1 SMIM26 SMNDC1 SMPDL3A SNAPC4 SNAPIN SND1 SND1-DT SNHG12 SNHG25 SNHG31 SNORA16A SNORA50C SNORD104 SNORD12C SNORD68 SNRPA1 SNRPA1-DT SNTB2 SNX17 SNX3 SNX5 SNX7 SOS1 SP4 SPAG4 SPAG5 SPAG5-AS1 SPATA1 SPATA5 SPCS1 SPDL1 SPECC1 SPG21 SPICE1 SPINK6 SPRED1 SPRYD7 SPTAN1 SPTBN1 SRBD1 SRD5A1 SRD5A3 SRGAP1 SRP54 SRP54-AS1 SRSF4 SRSF7 SRSF8 SRSF9 SS18 SS18L2 SSB SSBL4P SSBP1 SSH2 ST7 ST7-OT4 ST7L STAG2 STAG3L3 STAG3L4 STAG3L5P STAG3L5P-PVRIG2P-PILRB STAM STAMBPL1 STARD3NL STARD6 STARD9 STAT1 STAT3 STC2 STIM2 STK40 STON2 STPG1 STRAP STRC STX10 STX16 STX16-NPEPL1 SUGCT SUGT1P4 SUGT1P4-STRA6LP SUGT1P4-STRA6LP-CCDC180 SUMO2 SUN1 SUPT16H SYBU SYMPK SYNC SYNM SYT11 SYT12 TAB1 TADA1 TADA2A TAF10 TAF11 TAF1B TAF1D TAF9B TANC1 TAOK2 TAPT1 TAPT1-AS1 TBC1D23 TBC1D4 TBCC TBL1X TBP TCEANC2 TCERG1 TCP1 TDG TDP2 TDRD3 TEAD4 TES TFAP2A TFB1M TFCP2 TGDS TGFB1 TGFBR1 TGIF1 TGM2 TGS1 THADA THAP1 THAP3 THBS1 THOC5 THYN1 TIGD1 TIMM10 TIMP3 TIPIN TIPRL TLN1 TLN2 TLR1 TLR4 TLR6 TM2D2 TMED7 TMED7-TICAM2 TMEM106B TMEM126A TMEM177 TMEM19 TMEM209 TMEM258 TMEM263 TMEM30A TMEM33 TMEM41B TMEM47 TMEM50A TMEM59 TMEM68 TMEM87A TMEM91 TMF1 TMPPE TMTC2 TMX1 TNC TNFAIP1 TNFAIP2 TNFRSF11B TNFRSF19 TNFRSF1A TNKS2-DT TNPO1 TNRC18 TOB1 TOB1-AS1 TOB2 TOM1L2 TOMM22 TOMM22-DT TOMM34 TOMM5 TOP1 TOR4A TOX4 TP53BP2 TP53RK TP53RK-DT TPM2 TPRKB TPX2 TRAF4 TRAF6 TRAJ27 TRAJ28 TRD-AS1 TRIM2 TRIM28 TRIM3 TRIM4 TRIM45 TRIM47 TRIM5 TRIM69 TRMT11 TRMT44 TRNAU1AP TSEN34 TSKU TSKU-AS1 TSPAN1 TSPAN12 TSPAN17 TSPAN8 TSTD2 TTC23 TTC39B TTC39C TTI2 TUBA1A TUBA1B TUBA1B-AS1 TUBB3 TUBD1 TUBE1 TUSC1 TUT1 TXNDC8 TXNDC9 TXNIP TXNL4B TXNP5 TYSND1 TYW5 UBAP2L UBB UBE2D3 UBE2D3-AS1 UBE2G1 UBE2K UBE2R2 UBE2V1 UBR5 UBR5-DT UBXN7 UFL1-AS1 UGCG UGDH UGDH-AS1 UGGT1 UHRF1BP1L-DT UHRF2 UMAD1 UPK2 UQCC1 UQCC6 UQCRBP2 UQCRQ USO1 USP13 USP3-AS1 USP33 USP43 USP8 USPL1 UTP3 VAC14 VAPB VARS2 VAV3 VIM VIM-AS1 VKORC1 VMP1 VPS13B VPS13B-DT VPS26C VPS28 VPS35L VPS45 VRK2 VTA1 VTRNA1-2 VXN WASL WBP1L WBP2 WDR25 WDR31 WDR37 WDR47 WDR70 WEE2-AS1 WFDC21P WIZ WNT5A WRNIP1 WWP1-AS1 XPC XPO5 XYLB YAE1 YAE1-DT YARS1 YBX3 YIPF3 YIPF5 YLPM1 YOD1 YTHDC2 YTHDF1 YTHDF2 YWHAZ ZBBX ZBED6 ZBTB17 ZBTB20 ZBTB25 ZBTB26 ZBTB43 ZBTB7C ZC3H10 ZC3H11A ZC3H13 ZC3H3 ZC3H7A ZC3HC1 ZCCHC24 ZCCHC8 ZDHHC24 ZFAND6 ZFAS1 ZFP36L1 ZFP37 ZFYVE1 ZMYM5 ZMYM6 ZMYND10-AS1 ZNF112 ZNF117 ZNF131 ZNF143 ZNF184 ZNF189 ZNF217 ZNF223 ZNF225 ZNF225-AS1 ZNF250 ZNF252P ZNF252P-AS1 ZNF266 ZNF280C ZNF282 ZNF286A ZNF286A-TBC1D26 ZNF30 ZNF30-AS1 ZNF335 ZNF34 ZNF35 ZNF41 ZNF436 ZNF45 ZNF451 ZNF503-AS1 ZNF517 ZNF527 ZNF548 ZNF575 ZNF646 ZNF668 ZNF696 ZNF697 ZNF740 ZNF764 ZNF770 ZNF780A ZNF785 ZNF787 ZNF81 ZNF839 ZNF862 ZNF892 ZNFX1 ZNHIT2 ZSWIM9 ZYG11A ZZZ3 VRTN_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VRTN_TARGET_GENES APLP1 DAP-DT ENSG00000230021 INTS14 MIR4477A MT-CYB MT-ND6 MT-RNR1 MT-TE MT-TF MT-TT MTCO3P12 MTIF2 MTND5P11 NPHS1 PGAM4P2 RNVU1-27 SLC24A1 SLC33A1 SLC4A1AP SUPT7L ZNF646 ZNF668 WDHD1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WDHD1_TARGET_GENES AAAS ADAL ADAP1 ADNP ADPRHL1 ALDH3B2 ALG10B ALG5 ARHGEF12 ATG13 ATP2B4 ATPAF1 B4GALT7 BAP1 BRWD1 BRWD1-AS2 C19orf48P CAMTA2 CDC123 CDH26 CDK11A CDR2L CENPU CIPC CLASP1 CLDN4 COX16 CRACDL CSNK1G2 CYP3A43 DCP1A DDX11 DDX11-AS1 DHX8 DPY19L4 DUSP1 DUX4L18 EIF2D ELFN1-AS1 ENSG00000230021 ENSG00000232995 ENSG00000265246 ENSG00000278390 ESRP2 EXD3 EXOSC8 FAM230G FUT10 FYCO1 GARS1 GARS1-DT GBA1 GLMP GNPTG GRHL2 GTF2H4 HARBI1 HIRA HMGB1 HSPB9 HUNK-AS1 INTS5 IPO4 ISY1 ISY1-RAB43 KANSL1 KAT2A KAT6A KBTBD11-OT1 KBTBD4 KBTBD6 KCTD10 KCTD5 KDM5A KIAA0586 KMT2A LINC00536 LINC01596 LINC01975 LINC02408 LMAN2 LMNB1 LMNB1-DT LRP6 LRRC37A3 LSG1 MAN2C1 MCF2L2 MICAL3 MIR1302-3 MIR203A MKRN2 MPLKIP MRPL40 MRPS31 MT-CYB MT-ND3 MT-ND4 MT-ND4L MT-ND6 MT-TA MT-TC MT-TE MT-TG MT-TN MT-TR MT-TT MT-TY MTCO3P12 MTF2 MTOR NCBP2 NCBP2AS2 NCBP3 NDUFS3 NDUFS7 NEK9 NKAP NOP10 NOP16 NOXA1 NSFL1C NSL1 NT5C2 NUDT5 NUF2 NUTM1 P4HB PCYT1A PHF7 PKM PLCB1 POLR2J3 PRKCD PRPF31 RBBP5 RBBP8 RBBP8NL RBM28 RGS5 RHPN2 RNU4ATAC RNU7-27P RPL23 RPL26L1 RPL26L1-AS1 RPL32P30 RPL37 RTKN2 SFSWAP SIRT4 SLC33A1 SLC35B1 SLC39A3 SLC44A1 SLC45A4 SMARCD2 SMG5 SMG8 SNORA21 SNRNP35 SNRPD1 SSBP1 SSBP2 STX16 STX16-NPEPL1 STX18 STX18-AS1 SUGCT SYT7 TARS2 TATDN3 TBL3 TDRD7 TEX38 TFPT TIMM9 TMC1 TMEM242 TMEM242-DT TMEM79 TMPRSS11F TNRC18 TOR1AIP1 TPRG1-AS1 TSR3 TUBGCP3 TVP23B UBE3B UQCC6 USPL1 UTP3 VARS2 VPS51 VTI1A WDR11 WDR11-DT WDR31 WEE2-AS1 ZDHHC6 ZER1 ZMPSTE24 ZMPSTE24-DT ZNF554 WIZ_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WIZ_TARGET_GENES BRPF3-AS1 CASKIN2 CWH43 CYP1D1P DIP2C ENSG00000253470 FAM66C FLCN G6PC1 GTPBP10 ILK LCP1 MIR3925 PPIP5K2 PPP2R5C PRKCH RNU6-199P ROCK1 SENP5 TBC1D9B ZSWIM1 WRNIP1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WRNIP1_TARGET_GENES AAAS AAR2 AARS2 ABCA11P ABCD2 ABHD16A ABHD5 ABRACL ACACA ACAD8 ACBD6 ACKR3 ACO2 ADAM15 ADAM28 ADAP2 ADAT2 ADISSP ADNP ADRM1 AFTPH-DT AGAP3 AGRN AIF1 AKAP8L ALDH5A1 ALDOA ALG10 ALG3 ALKBH1 ANAPC15 ANAPC2 ANK2 ANKRD11 ANKRD23 ANKRD34A ANKRD39 ANKRD40 ANKRD44 ANO10 AP3M2 AP3S2 AP4B1 AP4E1 APH1A APOLD1 APRT AQP7 ARF4 ARF4-AS1 ARHGAP1 ARHGAP22 ARHGDIA ARHGDIB ARHGEF1 ARHGEF2 ARHGEF2-AS2 ARID5A ARL8B ARPC5 ARTN ASB1 ATF3 ATG4B ATG5 ATMIN ATN1 ATP13A1 ATP13A4 ATP2A2 ATP2B4 ATP5ME ATP6V1G2 ATP6V1G2-DDX39B ATXN2L ATXN7L3 ATXN7L3-AS1 AURKAIP1 AXDND1 B2M B4GALT4 BABAM2 BAG6 BANF1 BANP BASP1 BBS1 BCAS2 BCL2A1 BCL9L BLK BMS1 BMS1P4 BMS1P4-AGAP5 BNIP1 BORA BORCS8 BORCS8-MEF2B BRAF BRD1 BRF2 BRIX1 BSCL2 BTG1 BTG1-DT BTN3A2 BTRC BUB1 C12orf57 C17orf75 C18orf21 C19orf48P C1QTNF6 C1RL C1orf54 C2 C21orf62-AS1 C2orf92 C3orf38 CA11 CACNA1A CALCRL CALM1 CAMLG CAPN7 CAPRIN1 CAPRIN2 CAPS2 CARD19 CARS2 CASP7 CASTOR3P CBR4-DT CCAR2 CCDC117 CCDC144BP CCDC18-AS1 CCDC28B CCDC9B CCNA2 CCNC CCND3 CCNJL CD19 CD27 CD86 CD8A CDC42EP4 CDC73 CDK1 CDK11A CDK5RAP1 CDK6 CDK6-AS1 CDKL1 CDKN1B CDKN2C CDKN2D CDNF CENPA CENPBD1P CENPN-AS1 CENPP CENPT CENPU CEP57 CFL1 CGGBP1 CHCHD7 CHD1L CHD2 CHD8 CHEK1 CHEK2 CHIT1 CHST12 CHSY1 CIB4 CIITA CIRBP CKAP5 CLDND1 CLIP2 CLK3 CLPB CLTC CLUAP1 CNBD2 CNNM2 CNNM4 CNTN2 COA6-AS1 COIL COL6A4P1 COMMD2 COPE COPS4 COPS5 COPS7B COQ4 COQ6 CPED1 CPOX CPSF2 CREB3 CRIP3 CRIPT CRK CSK CSNK1G3 CSPP1 CSTPP1 CTC-338M12.4 CUL2 CWC25 CXCR4 CXXC1 CXXC5 CYTH1 DAPP1 DCDC1 DCLRE1B DCP1A DCUN1D3 DDA1 DDIT3 DDX18 DDX47 DEF6 DEPDC5 DEPP1 DGKH DHRS13 DHX15 DHX33 DHX33-DT DIAPH1 DLD DLG1 DMAP1 DNAH7 DNAJB12 DNAJB4 DNAJC2 DNAJC24 DNAJC25 DNAJC25-GNG10 DNAJC7 DNM2 DNMT1 DOK1 DOK3 DPP8 DPP9 DPY30 DR1 DRG2 DSTYK DTX4 DUS1L DUSP10 DUSP11 DUSP7 DYNC2H1 ECE1-AS1 EDC4 EEF1A1P23 EEF1G EEIG2 EGR3 EHD1 EHMT2 EIF1AD EIF2S2 EIF3F EIF3H EIF4A1 EIF4ENIF1 EIF5 EIF5A ELAVL1 ELMO1 ELOA-AS1 ELOC EMC10 EML6 ENDOG ENOPH1 ENPP3 ENSG00000183154 ENSG00000232995 ENSG00000233461 ENSG00000255240 ENSG00000258572 ENSG00000272008 ENSG00000282936 EOGT EOGT-DT EPM2A EPM2AIP1 ERF ERGIC1 ERI2 ESF1 ESS2 ESYT1 ETFB EWSR1 EXD2 EXOSC3 EZH2 F12 FAAP20 FAHD1 FAM118A FAM167A FAM228B FAM229B FANCI FBXL3 FBXO17 FBXO27 FBXO28 FBXO31 FBXO34 FBXO38 FBXO38-DT FBXO4 FGR FHIP1B FIS1 FLRT3 FLT3LG FLYWCH2 FNDC3B FOCAD-AS1 FOXJ2 FOXM1 FOXRED1 FRA10AC1 FRG1HP FRMD4A FUBP1 FUS FXN FXR1 FYN GALNT16-AS1 GAPDH GARIN5A GAS1 GAS1RR GAS5 GATC GBA1 GCA GCC1 GEMIN5 GEMIN8 GET1 GFM1 GFM2 GGA1 GHRHR GIHCG GIMAP5 GIN1 GIPC2 GLIPR1L2 GLIS2 GLRX GLRX5 GLUD1P3 GNA13 GNB2 GNG5 GOLGA3 GOLGA5 GORASP1 GOSR1 GPANK1 GPNMB GPR156 GPRC5B GRIK4 GRK2 GRK6 GSTCD GTF2H4 GTF2I GTF2IP13 GTF3C2 GTF3C2-AS2 GUCD1 GZF1 H2AZ1-DT H3-3A H3-3B H3C2 H4C4 HAGH HARS1 HAVCR2 HCFC1 HCG27 HDAC11 HDAC2 HDAC2-AS2 HDLBP HELQ HEXIM1 HIF1A-AS3 HINT1 HINT3 HIRA HIVEP1 HLA-C HLA-DQA1 HLA-DRA HLA-F HMGXB4 HNRNPAB HNRNPDL HNRNPL HNRNPM HOXB5 HSCB HSP90AB1 HSP90B1 HSPA14 HSPA8 HTATSF1P2 HUWE1 HYOU1 ICAM1 IDH2 IFI16 IFRD2 IGDCC4 IGF2BP3 IGFLR1 IGHM IGHMBP2 IGLV2-5 IKZF4 IL10RB IL10RB-DT IL6ST-DT ILK IMPDH2 ING1 INO80B INO80B-WBP1 INO80D INPP4A INPPL1 INTS10 INTS12 INTS5 INVS IPO13 IPO4 IQCH-AS1 IRF1 IRF2BP1 IRF2BP2 IRF4 IRF5 IRF9 ISCA2P1 ITGA1 ITGA5 ITGAL ITGB3BP ITGB7 ITPRIP JMJD1C JMJD4 JPX JTB-DT JUN KANSL3 KAT6B KATNB1 KBTBD2 KBTBD4 KCNC3 KCNIP2-AS1 KCNN1 KCTD10 KDM1A KDM2A KDM3B KDM4C KDM5C KIAA0753 KIAA1671 KIF18A KLC1 KLC2-AS2 KLF7 KLHDC10 KLHL20 KMT2D KNSTRN KPNA6 KRTDAP KXD1 L3MBTL2 LAS1L LDAH LENG8 LIMD2 LINC00265 LINC00461 LINC00635 LINC00663 LINC01058 LINC01135 LINC01275 LINC01547 LINC01694 LINC01719 LINC02687 LINC02901 LINC02918 LIPE-AS1 LIX1L LIX1L-AS1 LMBR1 LMBR1L LOC124904478 LOXL3 LRP3 LRP4 LRP4-AS1 LRRC37A5P LSG1 LSM11 LSR LTA4H LTV1 LY75 LY75-CD302 LY9 LYRM1 LYRM9 LYSET MALAT1 MAN2C1 MAP1LC3B MAP3K5 MAPK14 MAST3-AS1 MBD1 MBD6 MBTD1 MBTPS1 MBTPS2 MCEE MDH1 MDP1 MED15 MED16 MED23 MEPCE METTL15 METTL17 MFGE8 MGC16275 MGME1 MIAT MICU1 MIDEAS MIDEAS-AS1 MIEF2 MILR1 MINCR MIR17HG MIR181A1HG MIR3142HG MIR3684 MIR3928 MIR4434 MIR4539 MIR4674 MIR4727 MIR567 MIR5708 MIR638 MIR6815 MIR6853 MIR7845 MKRN2 MLEC MLH1 MLLT6 MMADHC-DT MNAT1 MON1B MPHOSPH10 MPLKIP MRPL11 MRPL16 MRPL21 MRPL40 MRPL44 MRPL51 MRPS12 MRPS18B MRPS18C MRPS23 MRPS31 MRPS31P4 MRPS31P5 MRPS33 MRPS36 MSL2 MTERF1 MTERF3 MTF1 MTF2 MTMR2 MTMR9 MTOR MTRF1 MUS81 MX1 MYCBP2 MYL5 NAA16 NAA25 NALT1 NARS2 NCAPD2 NCAPD3 NCBP2 NCOR1 NCSTN NDC1 NDRG3 NDUFAF1 NDUFAF5 NDUFB1 NDUFC1 NDUFS3 NDUFS6 NDUFS7 NDUFV1 NDUFV1-DT NEAT1 NEK4 NEMF NEU3 NFE2L1 NFKB2 NFKBIL1 NKAPD1 NKAPP1 NLRC5 NLRX1 NME1 NME1-NME2 NOL8 NOLC1 NOP56 NOSIP NOTCH1 NPDC1 NPLOC4 NPM1 NPR1 NR1H2 NR6A1 NSA2 NSD3 NSFL1C NSL1 NUB1 NUF2 NUMA1 NUP107 NUP107-DT NUP153 NUP155 NUP205 NUP54 NXT2 OASL OGA OPA1 ORMDL2 OSBPL3 OSGEPL1 OSGEPL1-AS1 OTUD7B OVCA2 P2RX5 PARG PARN PARP10 PARP3 PARVG PATL2 PAXBP1 PBRM1 PCBP2 PCDH1 PCLAF PCNX4 PCNX4-DT PDCD6 PDCD6-DT PDCD7 PDCL3 PDE4A PDE6D PDGFRA PDSS1 PECR PELO PELP1 PELP1-DT PES1 PET100 PEX3 PGAP2 PGM1 PHF5A PHLPP1 PIBF1 PIGL PIH1D2 PIK3R2 PIK3R5-DT PITHD1 PITPNM1 PKIG PKM PLAG1 PLAGL2 PLCG2 PLCXD1 PLEKHB2 PLEKHG1 PLEKHJ1 PLEKHM3 PLK3 PLXNC1 PNRC2 POFUT1 POLD4 POLDIP3 POLG POLG-DT POLR1D POLR1G POLR1HASP POLR2A POLR3B POLR3GL POM121L2 POMGNT1 POU2AF1 POU2F2 POU6F1 PPIP5K2 PPM1B-DT PPP1R10 PPP1R13L PPP1R15A PPP1R18 PPP1R21 PPP1R21-DT PPP1R26 PPP1R3B PPP2R3B PREX1 PRH1 PRKAR1A PRORSD1P PRR4 PRRG2 PRRT3 PSMC2 PSMD3 PSMD6 PSMF1 PTCH1 PTDSS1 PTPN11 PTRH1 PUS10 QRICH1 R3HCC1 RAB18 RAB1B RAB35-AS1 RAB3D RAB5C RABEP2 RACGAP1 RAD1 RAD54L RANBP2 RAPGEF1 RAPGEF3 RARS1 RASSF5 RAVER1 RBBP5 RBKS RBM14 RBM17 RBM26-AS1 RBM28 RBM3 RBM38 RBM4 RBM5 RBM8A RDH11 RELA RFC3 RFXANK RGL1 RGS5 RHBDD3 RHOF RHOT2 RIN1 RIOX1 RIPK2-DT RIPK3 RIT1 RN7SL3 RN7SL521P RNA5SP283 RNA5SP60 RNF145 RNF185 RNF216 RNF41 RNF44 RNFT2 RNMT RNPC3 RNPC3-DT RNU2-37P RNU6-859P RNU6-9 RNU7-27P RNVU1-14 RNVU1-15 RNVU1-31 RNVU1-6 RPL13 RPL13A RPL18A RPL29 RPL38 RPL39L RPL41 RPL7L1 RPRD1A RPS14 RPS19BP1 RPS21-DT RPS4X RPS7 RPS9 RRAGA RRM1 RRP15 RSPO2 RSRC1 RSRC2 RUNX3 RUNX3-AS1 RUVBL1 RUVBL1-AS1 S1PR2 SAMD12-AS1 SAMM50 SAR1B SARS2 SATB2 SAXO1 SBDS SBDSP1 SBNO1 SCAI SCAND1 SCAP SCN4B SEC22B SELENOH SELENOOLP SEMA4C SEPHS1 SEPTIN2 SEPTIN7P2 SEPTIN9 SERBP1 SERGEF SET SETD5 SF3A2 SF3A3 SF3B6 SFPQ SGCA SGO2 SGSM2 SH2D6 SH3BGRL3 SH3BP1 SH3BP5 SH3YL1 SIAH1 SIDT2 SKIL SLC12A6 SLC1A4 SLC1A5 SLC25A23 SLC25A3 SLC27A5 SLC2A1 SLC2A4 SLC30A6 SLC30A6-DT SLC33A1 SLC35A2 SLC35A3 SLC35B1 SLC37A2 SLC38A2 SLC38A6 SLC39A3 SLC39A9 SLC3A2 SLC44A1 SLC4A1AP SLC4A2 SLC4A5 SLIRP SLX9 SMAD7 SMARCA2 SMARCD2 SMC3 SMG7 SMG7-AS1 SMG8 SMIM12 SNAP25-AS1 SNAP47 SNHG10 SNHG17 SNHG5 SNHG7 SNORA44 SNORA48 SNORA51 SNORA61 SNORA71D SNORD110 SNORD12C SNORD32A SNORD33 SNORD34 SNORD35B SNORD50B SNRNP27 SNRPB SNX5 SNX8 SOCS7 SOX2-OT SPAG8 SPINT2 SPON2 SPRING1 SRGAP1 SRGN SRI SRPRA SRSF11 SSBP1 SSNA1 ST6GAL1 STAG3 STAM-DT STAT3 STIM2 STIM2-AS1 STK17B STK35 STRADB STT3A STX16 STX16-NPEPL1 STX18 STX18-AS1 STXBP1 SUB1 SUGCT SULT2B1 SUPT7L SUV39H2 SUV39H2-DT SYMPK TACO1 TADA2A TAF8 TAGLN2 TARS2 TAS2R14 TATDN2 TATDN3 TBC1D10B TBC1D19 TBC1D4 TCEA1 TCF4 TCF7 TCP11L2 TDG TEDC1 TEFM TENT2 TET3 TFEB THAP11 THAP4 THOC7 THRA THUMPD3-AS1 THYN1 TIMM29 TIMMDC1 TIMMDC1-DT TIPARP TLCD3B TLDC2 TLE3 TLL2 TLN1 TLR1 TMBIM1 TMBIM6 TMEM101 TMEM102 TMEM114 TMEM128 TMEM14B-DT TMEM167B TMEM175 TMEM187 TMEM230 TMEM242 TMEM242-DT TMEM243 TMEM41A TMEM41B TMEM63A TMEM70 TMF1 TMPO TNFRSF13C TNIP2 TNPO3 TNRC6A TNS2 TOP1 TOP3B TOR1AIP1 TPI1P2 TPM4 TPP1 TPT1 TRA2B TRAF2 TRAF3IP3 TRAF4 TRAK2 TRBV13 TRDMT1 TRIM25 TRIM28 TRIM33 TRIP4 TRMT10C TRMT5 TRMT61A-DT TRPV2 TRUB2 TSC22D4 TSEN15 TSFM TSNAX TSNAX-DISC1 TSPAN10 TSR1 TSR2 TSSC4 TTC16 TTC26 TTYH2 TUBA1C TUBB TUBE1 TUT1 TVP23B TXNDC17 TXNIP U2AF2 UBA7 UBE2C UBE2D3 UBE2H UBE2H-DT UBE2I UBE2K UBE2L3 UBE2M UBE3B UBE3D UBE4B UGGT1 UQCC6 UQCR11 UROD USP42 UTP18 UTP23 UTP3 UTS2B VAPA VARS2 VEGFA VILL VOPP1 VPS13B VPS13B-DT VPS25 VPS26B VPS51 VPS9D1 VTA1 WDPCP WDR31 WDR36 WDR74 WDR83 WDR83OS WDSUB1 WEE2-AS1 WIPF1 WNT10A XAB2 XPNPEP1 XPR1 YIPF2 YJU2 YTHDC1 YTHDF3 YTHDF3-DT YWHAE YWHAG ZBBX ZBED5 ZBED5-AS1 ZBTB37 ZBTB4 ZBTB40 ZC2HC1A ZC3H12A-DT ZC3H12D ZC3H15 ZCWPW1 ZDHHC12-DT ZDHHC2 ZDHHC20 ZDHHC8 ZER1 ZFAND5 ZFAS1 ZFP36 ZFP36L1 ZFYVE1 ZKSCAN8 ZMYM1 ZMYM2 ZNF165 ZNF20 ZNF25 ZNF25-DT ZNF268 ZNF276 ZNF331 ZNF337 ZNF384 ZNF408 ZNF419 ZNF425 ZNF461 ZNF548 ZNF554 ZNF569 ZNF56P ZNF570 ZNF574 ZNF580 ZNF581 ZNF594-DT ZNF610 ZNF644 ZNF721 ZNF747 ZNF747-DT ZNF778 ZNF778-DT ZNF827 ZNF888-AS1 ZNFX1 ZNHIT3 ZRANB2-DT ZSCAN16 ZSCAN9 ZSWIM8 WRN_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WRN_TARGET_GENES AGBL5 AGBL5-AS1 ALOXE3 B4GAT1 B4GAT1-DT CCDC107 CDK5RAP3 DPP9 FMC1 FMC1-LUC7L2 LRP3 LTA4H POLR3E RBBP5 RMRP XPO1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/XPO1_TARGET_GENES ANK2 CCNG1 CFB CPXM1 CRPPA-AS1 ENSG00000252188 FSTL3 GARNL3 HEMGN HHEX HOXB7 IGLL1 IRF2BP2 ITGA4 LINC00887 LINC02977 MIR3142HG NUDT8 P2RY10 PCED1B PIK3R1 PRR5L PTK2 RNU11 RNU4-1 SDE2 SNORD118 SYPL1P1 TBPL1 TSPOAP1 TSPOAP1-AS1 YBX1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YBX1_TARGET_GENES AACS AGPAT5 AHRR ARHGEF1 ASAP1 BRD7 BTN2A2 CASP6 CASP7 CBX3 CD37 CEP95 CES5AP1 CFAP68 CHD4 CHD5 CLIC2 CLSTN3 CUEDC2 DDX17 DDX5 DGLUCY EEF1A1 EFHB EPC2 FDXACB1 FSCN2 GABARAP GLB1L3 GTF2A1-AS1 GUCY1A1 HNRNPA2B1 HOXD11 IL6ST KCNN4 KCNT1 MAPK10 MARK4 MLEC MLPH MSL3 MT-TP MUC12-AS1 NECAB2 NEUROG2 NOP53-AS1 PAFAH1B1 PKM POMP PTAFR PTPN13 RBBP6 RIMBP3 RNA5SP453 RNVU1-32 RPS8 SEPTIN8 SLAMF1 SLC22A7 SLC7A1 SLC7A8 SNORD55 SRSF10 TMC6 TMEM277P TNNT3 TRAJ28 TRPM4 TSC22D4 UQCC1 YIF1B ZC3H14 ZNF18 ZNF233 ZNF773 YBX3_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YBX3_TARGET_GENES ALG1 C8orf33 CCDC59 CCT6B CENPK COPS7B CTSA CWF19L1 DDX55 DNM2 DZANK1 EIF2D EVI5L GATB GATC GET3 GNPTG GPATCH3 GTF3C5 IDH3B IDH3B-DT KCTD10 LMF2 MED6 METTL15 METTL25 MIR638 NAGPA NCAPH2 NDOR1 NEURL2 NLK NXT2 PDE6D PER1 PER2 PEX1 PIGT POLR3F PPWD1 RBM42 RBM48 RRP15 SFSWAP SLC4A1AP SMCR8 SMG8 SPNS1 SUMF1 SUPT7L TMEM203 TOP3A TRIAP1 TSR3 UBE3B VPS50 ZC3HC1 ZNF830 ZA_UNIPROT_Q9UM89_UNREVIEWED_GENES_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZA_UNIPROT_Q9UM89_UNREVIEWED_GENES_TARGET_GENES ADCY3 ANKRD29 ARHGAP28 ARHGAP28-AS1 ASB18 BASP1-AS1 BBS10 BLOC1S3 BOLA1 CCN1 CEP68 CLK3 CTBP1 CTBP1-DT CUX1 DCLK2 DGCR8 DGUOK DHODH EEF1A1 EGR1 EIF3A ETV3 FARP1 FBXL6 FYN GATAD2A GKAP1 H2AC20 H2AX H2BC21 H4C1 HES4 HNRNPU HSD11B1L IRS2 ITGA3 ITGB1 JUND KLF6 LCOR LINC02939 LRP6 LUC7L3 MARCKSL1P1 MIDN MNT MTHFD1L NCOA5 NCOA6 NFKBIZ NPDC1 NPLOC4 NT5C2 PGLYRP1 PICART1 PKDCC PTMA PTP4A2 RAI14 RNF19B RPS15A RPS19 SAMD4A SLC52A2 SRSF6 TBC1D19 TRIM52 TSPAN10 UAP1 UAP1-DT ZFAND5 ZNF804B ZBED4_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZBED4_TARGET_GENES AAGAB ABHD11 ACAA1 ADAM15 ANKIB1 ANXA2R-OT1 AP4M1 ARID4B ARL3 ARPC5L ATG101 ATM BAG4 BRD8 BRF1 BRI3 BUD31 C12orf76 C1orf159 C2CD5 C2orf15 C3orf38 CAAP1 CALCOCO1 CANX CAPS2 CC2D1B CCDC103 CCDC137 CCNH CD27-AS1 CDC25C CDCA3 CENPJ CENPS CENPS-CORT CEP104 CGGBP1 CHD2 CIAO3 CLDN3 CLHC1 CLK1 CMBL CNOT9 COG3 CRB3 CROCCP2 CRY1 CYSTM1 DCAF11 DCAF17 DCAF8 DCP2 DDR1 DDX39B DDX39B-AS1 DDX41 DFFB DGCR8 DGKA DHDDS DHPS DIMT1 DNAJC14 DNAJC19 DNAJC9-AS1 DXO EFTUD2 EIF1 EIF4B ELP3 EMP1 ETS2 FAM114A2 FAM187A FAM219B FAM220A FAM53C FER FGFR1OP2 GALE GANC GDF9 GEMIN5 GET4 GGPS1 GLIPR1L2 GPBP1 GRK6 GSPT1 GTF2IRD1P1 H2AC11 H2BC11 HARS1 HARS2 HEATR5A HEATR5A-DT HERC3 HIGD2A HMGB3P22 HNRNPA1 IDE IER3 IFT122 INTS13 IPO11 IQCH IRF6 ITGA6-AS1 ITGB1 ITGB1-DT KCTD10 KIF20A KIZ KPTN KRIT1 KRT8 KXD1 LINC01023 LINC02361 LIPT2 LIPT2-AS1 LNCRNA-IUR LPIN3 LRFN4 LRRC46 LSM1 LTBR MAN1B1 MARS1 MBD4 MCM7 MDM2 METTL8 MFAP3 MFN2 MFSD11 MINDY1 MIR3661 MIRLET7IHG MKLN1 MKLN1-AS MLEC MLH3 MMADHC-DT MND1 MNS1 MORN1 MRPS16 MRPS27 MST1P2 NABP1 NACA NANP NAPA-AS1 NASP NCBP2 NCBP2AS2 NCOR1 NDC1 NDUFA12 NDUFAB1 NDUFAF6 NELFA NGRN NIF3L1 NOP16 NPAT NRL NUP155 NUP42 NUSAP1 OCLN OIP5 OXLD1 PARP6 PARS2 PCGF1 PDAP1 PDE7A PDE7A-DT PHF14 PI4KB PIGB PIGBOS1 PIGO PIGO-AS1 PLAUR PLK2 PNPO POLD2 POLD3 POLG POLG-DT POLR1E PPA1 PPIL3 PPP1R18 PPP2CA PPP2CA-DT PRR15-DT PSEN1 PSMA5 PSMC2 PTRH2 PWWP2A PYURF RAB11FIP1 RAB27A RAB4B RAD51 RBBP4 RBM12B-DT RBM14 RBM14-RBM4 RBM45 RBM6 RER1 RHOA RIMOC1 RMC1 RNF135 RPL35 RPLP1 RPP38 RPS17 RPS19BP1 RPS27A RPS29P16 S100A16 SEC61G SEC61G-DT SESN3 SF3B1 SFXN2 SH2D4A SH3RF2 SHB SHISA5 SHROOM3 SLC11A2 SLC16A13 SLC30A4-AS1 SMDT1 SNAP23 SNORD84 SNRPA1 SNRPA1-DT SOX2-OT SP2-AS1 SPC24 SPRED2 SRSF10 SRSF2 STAM2 STK11IP STK19 STXBP1 STXBP5-AS1 TAPBPL TATDN1 TBC1D15 TCTA TDG TECPR1 TERC TEX9 TM2D1 TMEM139 TMEM19 TMEM198B TMEM52 TMEM87A TRIM52 TRIM52-AS1 TRMT61B TSACC TSGA10 TSPAN1 TSPAN13 TTBK2 TTLL13 TUFT1 UBE2S UBE3B UPP1 UQCC1 UQCRQ USP37 USP5 UTP11 VMP1 VPS26C VPS50 WASF2 WBP2 WDR55 YARS2 YPEL5 ZBTB8OS ZKSCAN5 ZNF337-AS1 ZNF384 ZNF57 ZNF687 ZNF687-AS1 ZNF709 ZW10 ZBED5_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZBED5_TARGET_GENES AARS2 ABCA17P ABCA3 ABCB10 ABCB6 ABCC2 ABCE1 ABCF1 ABHD13 ABHD5 ABT1 ACAD9 ACAP2 ACAT1 ACOT7 ACOX3 ACP2 ACSL3 ACSL6 ACSS2 ACTB ACTL6B ACTN4 ACTR5 ACYP2 ADAM22 ADAP2 ADAT2 ADD1 ADGRB3 ADNP ADPRS ADSL ADSS1 AEN AFDN AFDN-DT AFG3L2 AFMID AGBL5 AGK AGK-DT AGO3 AGPS AHDC1 AHSA2P AJUBA AJUBA-DT AK3P5 AKAIN1 AKAP10 AKIRIN1 AKR1B1 ALCAM ALDH2 ALDOA ALG1 ALG14 ALG8 ALKBH1 ALKBH2 ALKBH4 ALYREF AMER3 ANAPC10 ANAPC11 ANAPC16 ANAPC7 ANGEL1 ANKRD12 ANKRD34C-AS1 ANKRD40 ANKRD52 ANO10 ANO7 ANXA4 ANXA5 AOPEP AP1B1 AP3B2 AP3S1 AP5Z1 APBB2 APLP2 APOA2 APOC2 APOC4-APOC2 APOF ARF5 ARHGAP11A ARHGAP11A-DT ARHGAP42 ARHGEF37 ARID1A ARL5A ARMC9 ARRB2 ASAH2B ASCC1 ASH2L ASMTL ASNSD1 ASPH ASPHD1 ASTE1 ASXL1 ATF1 ATF5 ATG12 ATG4B ATIC ATMIN ATP1A1-AS1 ATP5ME ATP6V1A ATP8B3 ATXN2L ATXN7 AURKAIP1 AXIN2 AZIN1 B3GNT3 B4GALT3 BABAM1 BAG6 BAIAP2 BAIAP2-DT BANF1 BARHL1 BAZ2B BBOF1 BBS2 BCAR3 BCAT1 BCAT2 BCCIP BCKDK BCL7C BET1L BFAR BICDL1 BLM BMPR2 BMS1 BNIP2 BPHL BPTF BRAT1 BRF2 BRI3 BSX BTBD9 BTG2 BTG2-DT C11orf65 C11orf68 C14orf93 C15orf40 C16orf86 C16orf87 C17orf75 C18orf21 C19orf73 C1QBP C1orf131 C21orf91 C2orf72 C5orf63 C7orf57 CAAP1 CACNG6 CAHM CALB1 CALCOCO1 CALM1 CAMK2B CAMKMT CAMTA1 CAMTA1-DT CASD1 CASKIN2 CASP3 CATSPER2P1 CBLL1 CBX4 CCDC121 CCDC124 CCDC144BP CCDC183 CCDC25 CCDC57 CCDC88A CCM2L CCNC CCNL1 CCSAP CCT6A CCT8 CCZ1B CD164 CD274 CD300LG CDAN1 CDC16 CDC25C CDC27 CDC42EP1 CDC42SE1 CDCA5 CDH23 CDH24 CDHR2 CDIP1 CDKN2AIP CDKN2AIPNL CDR2 CEACAM16-AS1 CEBPB-AS1 CEBPG CEBPZ CENPN-AS1 CEP19 CEP295 CERNA3 CERS6 CES2 CETN3 CFAP410 CFL2 CGRRF1 CHAMP1 CHD6 CHRNB2 CHROMR CHTOP CIAO2B CILK1 CISD1 CISH CIZ1 CKLF CKLF-CMTM1 CKS1B CLCN7 CLIC1 CLN6 CLOCK CLPB CLPP CNN3 CNNM4 COBLL1 COG7 COIL COL9A2 COMMD1 COMMD4 COPE COPS6 COPS7B COPS9 COPZ1 COQ10A COQ8A COX16 COX18 COX6B2 COX7C CPEB3 CPLX2 CPSF1 CREB1 CRELD1 CROCCP2 CRTC3-AS1 CRY2 CRYBB2P1 CSAD CSNK1A1 CT62 CTCF CTCF-DT CTNNAL1 CTNNB1 CTSB CTU2 CTXN2 CTXN2-AS1 CUL4A CUL7 CXXC5 CYB5R4 CYB5RL CYP2E1 CYP4V2 CZIB CZIB-DT DAG1 DAZAP2 DBP DCBLD2 DCP1B DDX19A DDX19A-DT DDX31 DDX39A DDX49 DEDD DENND11 DENND2B DENND6B DERL2 DEXI DGAT2 DGAT2-DT DGUOK DHCR24 DHCR24-DT DHDDS DHFR DHRS4L2 DHX8 DIDO1 DIMT1 DIS3 DLGAP4 DNAH14 DNAJA2 DNAJA2-DT DNAJB14 DNAJC11 DNAJC28 DNAJC7 DNER DNLZ DNM1 DNTTIP1 DOLPP1 DONSON DPH6 DPH6-DT DPH7 DPY19L2P2 DPY19L4 DRAP1 DRG2 DSTYK DTD1 DTWD1 DUS1L DUS2 DUSP7 DYRK4 E2F1 E2F3 E2F5-DT E2F6 EBAG9 EBLN3P EBPL ECHDC1 EDC4 EDF1 EEA1 EEF1A1 EEF1AKMT2 EEFSEC EFCAB13 EFCAB13-DT EFHD1 EFHD2 EFHD2-AS1 EFR3A EHHADH EIF1 EIF1AD EIF2B3 EIF2D EIF3B EIF3H EIF3K EIF4E2 EIF4G1 EIF6 ELAVL1 ELMOD3 ELOVL1 ELP4 EMC1 ENC1 ENKD1 ENPP3 ENSG00000213963 ENSG00000232995 ENSG00000248367 ENSG00000255647 ENSG00000265055 ENSG00000267248 ENSG00000267882 ENSG00000275765 ENSG00000279561 ENTPD1-AS1 ENTPD4 ENTPD4-DT ENTPD5 EP300 EP300-AS1 EPB41L4B EPB41L5 EPHB4 ERC2 ERMAP ERN1 ERRFI1 ERRFI1-DT EVI5 EXD3 EXOC3L1 EXOSC3 EXOSC4 EXOSC6 EXOSC9 EXT2 EZH2 EZR FAAP20 FABP1 FAIM FAIM2 FAM118B FAM131A FAM162A FAM20A FAM217B FAM21EP FAM222A-AS1 FAM227B FAM53C FAM83C-AS1 FANCA FANCC FANCG FANCI FAR2P3 FASN FASTK FASTKD3 FBXL14 FBXL17 FBXO34 FBXO34-AS1 FBXO38 FBXO38-DT FEZ2 FGD6 FGFR4 FHAD1 FIP1L1 FLJ38576 FMNL3 FNBP1P1 FOS FOXA1 FOXN3 FOXQ1 FRG1BP FRG1CP FRG1HP FSTL5 FUS FUT3 FUT6 FYTTD1 G3BP1 GABARAP GABBR1 GADD45A GADD45GIP1 GALE GARS1 GARS1-DT GAS8 GATAD2A GATB GCC2-AS1 GCFC2 GDAP1 GDE1 GDPD1 GEMIN7 GEMIN8P4 GID8 GINS2 GIT1 GLDC GLI4 GLIS2-AS1 GLIS3 GLRA1 GLS2 GLTC1 GNAI2 GNPAT GOLGA8A GOLGA8B GOLIM4 GOSR1 GPATCH11 GPN1 GPNMB GPR152 GPR158 GPR6 GPR78 GPRIN1 GPSM2 GPX2 GRIA2 GRIN1 GRK4 GRM1 GRM2 GRPEL1 GSDMD GSR GSTCD GSTZ1 GSX1 GTF2A2 GTF2IP4 GTF3A GTF3C3 GTF3C4 GTF3C5 GTPBP10 GTPBP4 GUCY1A2 GYS1 H1-4 H2AC17 H2AC7 H2BC17 H2BC7 H3-3B H3C12 H4C12 H4C3 H6PD HACD1 HAPSTR1 HAUS4 HAUS7 HAX1 HCG9 HDAC2 HDAC2-AS2 HDAC5 HDDC3 HDGF HEBP2 HERC2P2 HERC3 HES1 HES4 HEXD HEY1 HHATL HHATL-AS1 HIF1AN HIRA HLCS HLF HLTF HMGA1 HMGB1 HMGB1P8 HMGCS1 HMMR HNMT HNRNPD HNRNPD-DT HOXA4 HPD HPS4 HRAS HRH3 HS3ST2 HS3ST3B1 HSD17B11 HSD17B12 HSDL2-AS1 HSPH1 HTR1A HTR5A HUS1 HYLS1 ID2 ID2-AS1 ID3 IDI1 IFFO2 IFT74 IFT74-AS1 IFT88 IGF2R IKZF3 IL10RB IL10RB-DT IL4I1 IL5RA IL9 ILKAP IMMP1L IMPA1 ING5 INSM1 INTS12 INTS14 IPO11 IQCN IQGAP2 IRAG1-AS1 IRF1 IRF1-AS1 ISCA1 ISCA2 ISG15 ISLR2 IST1 ITGA3 ITGB3BP ITPRID2 ITPRID2-DT ITPRIPL1 JADE1 JAGN1 JPX JRK KANSL1 KATNA1 KBTBD4 KCNB1 KCNC1 KCNC3 KCNG3 KCNH6 KCNJ11 KCNK12 KCNQ1OT1 KCNS2 KCTD13 KCTD13-DT KCTD21-AS1 KDM2A KDM3A KEAP1 KHSRP KIAA1755 KIAA1958 KIF16B KIRREL3 KLF11 KLF2P3 KLHDC2 KMT5B KPNA2 KPNA5 KRCC1 KRI1 KRR1 LACTB2 LACTB2-AS1 LAMP1 LARP1B LEMD3 LEPR LEPROT LGALSL LGALSL-DT LHFPL4 LHFPL5 LHX3 LIG4 LIME1 LIMS1 LIN28B-AS1 LINC00485 LINC00494 LINC00511 LINC00674 LINC00680 LINC00680-GUSBP4 LINC01124 LINC01238 LINC01521 LINC01547 LINC01586 LINC01607 LINC01664 LINC01703 LINC01719 LINC01881 LINC01970 LINC01976 LINC02256 LINC02777 LINC03051 LIPT2 LLGL2 LMBR1 LMCD1 LMCD1-AS1 LMF1 LNPEP LNX2 LRCH3 LRP6 LRRC23 LRRC59 LRWD1 LSM7 LTBP2 LTO1 LTV1 LUC7L LUC7L2 LUZP1 LYPLA2 LYRM2 LYZ LZIC LZTR1 MAGEF1 MAGOH MAGOH-DT MAILR MAML3 MAN1C1 MAP2 MAP2K2 MAP3K10 MAP4K1 MAP4K3 MAP4K3-DT MAP4K4 MAPK11 MAPK13 MAPK6 MAPK6-DT MAPK8 MAPK8IP2 MAPK9 MAPKAPK3 MAPKBP1 MARCHF4 MARCHF5 MARCHF7 MARCHF8 MARCKSL1P2 MARK3 MARK4 MASP2 MAT2A MAZ MCM4 MCM6 MCPH1 MCRIP2 MCU MDH2 MEAF6 MED15P9 MED17 MED23 MEMO1 MESD METAP1D METTL15 METTL22 METTL5 MEX3D MFAP3L MFF MFF-DT MFSD11 MGA MGAT2 MGAT4A MGAT5B MGME1 MICU2 MIDN MINK1 MIR1302-3 MIR153-1 MIR320A MIR4470 MIR5588 MIR7-3 MIR7-3HG MIR9-3HG MIS12 MIS18BP1 MIX23 MKKS MKRN2 MLLT1 MLNR MLXIPL MMAB MMP15 MNAT1 MOGAT1 MON2 MOSMO MPC1 MPST MPV17 MRM2 MROH8 MRPL12 MRPL3 MRPL35 MRPL37 MRPL39 MRPL40 MRPL44 MRPL45P2 MRPL58 MRPS15 MRPS25 MRPS28 MRPS31P5 MRRF MRTO4 MSH3 MSH5 MSH5-SAPCD1 MSL2 MSRA MSRA-DT MST1 MST1P2 MSTO1 MT1E MT1F MTA2 MTA3 MTERF3 MTERF4 MTF2 MTHFD2L MTIF3 MTMR2 MTMR9 MTR MTRF1L MTRR MVK MYO1A N4BP2 NAA20 NAA50 NABP2 NAE1 NAGK NAPA NBEAL1 NBN NCEH1 NCK1 NCK1-DT NCL NCOA3 NCOA5 NDE1 NDEL1 NDFIP2 NDFIP2-AS1 NDUFA11 NDUFAB1 NDUFAF1 NDUFAF7 NDUFAF8 NDUFS3 NDUFS8 NDUFV2-AS1 NEAT1 NECAB3 NEK11 NELFB NEPRO NEPRO-AS1 NET1 NEUROD4 NFATC3 NFE2L2 NGRN NIPA1 NKAIN1 NMBR NMD3 NME1 NME1-NME2 NME6 NMNAT1 NMRK1 NOC2L NOC3L NOL10 NOM1 NOP14 NORAD NOXA1 NPC2 NPDC1 NPIPB2 NPLOC4 NPM3 NPPB NPRL3 NR1D1 NR1H3 NR3C1 NR4A1 NR4A2 NRBP1 NRP2 NSFL1C NSG2 NSL1 NSMCE4A NT5DC1 NT5DC2 NUB1 NUBP1 NUDCD2 NUDT1 NUDT6 NUF2 NUP107 NUP107-DT NUP153 NUP214 NUP54 NUP58 NUP62 NXF1 NXPE3 OAT ODC1 ODC1-DT OGDHL OGFOD3 OIP5-AS1 OPRL1 OPRM1 ORC2 ORC3 ORMDL1 OSBP2 OSBPL3 OSCP1 OSTF1 OTOP2 OXSR1 P2RX6 P2RY2 PA2G4 PAFAH2 PAQR4 PARD6B PARK7 PARN PARP16 PARVA PATZ1 PBX3 PBX3-DT PCID2 PCLAF PCSK1 PDCD2L PDE4C PDE6D PDIA3 PDK2 PECR PEDS1 PEDS1-UBE2V1 PELATON PELI2 PEX3 PEX5L PFKFB3 PGBD1 PGBD5 PGF PGGT1B PGM1 PGRMC2 PGS1 PHF3 PHLDA1 PHLDA1-DT PI4KA PIBF1 PIDD1 PIEZO1 PIGC PIGK PIGO PIGO-AS1 PIGX PIK3R1 PIP4P2 PKDCC PKMYT1 PLA2G12A PLAC8 PLCH1 PLEKHM3 PLEKHO2 PLGRKT PLSCR4 PLXNC1 PMPCB PMS1 PNKP PNMT PNN PNPLA2 PNPT1 PNRC1 POGK POLD3 POLR1D POLR1F POLR2C POLR2J POLR2J4 POLR3D POMGNT2 POMT2 POP1 POR POTEF PP7080 PPARG PPFIA3 PPIA PPIL2 PPM1G PPM1H PPM1N PPP1CB PPP1R12C PPP1R3C PPP1R3D PPP1R9A PPP4R2 PPP5C PPP6R1 PRCP PRDM10-DT PRDX1 PRDX4 PREPL PRIM2 PRIMPOL PRKDC PRLHR PRMT5 PRMT5-DT PRSS27 PRUNE2 PSCA PSEN1 PSMB4 PSMD3 PSMF1 PSPH PSTK PTBP3 PTDSS1 PTGES2 PTMA PTP4A2 PTPN11 PTPRN PTPRS PXN-AS1 PYCR1 PYGB PYURF QKI QSER1 R3HDM2 R3HDM2-DT RAB13 RAB32 RAD23A RAD51C RAD9A RANBP3 RANBP3-DT RANBP6 RAP1B RAP2B RARA RARS2 RASIP1 RASSF3 RASSF3-DT RBBP6 RBFA RBL1 RBM12B RBM12B-DT RBM18 RBM28 RBP4 RBPJ RCE1 RCN1 RCOR3 RDH14 RERE RESF1 RESP18 RETSAT RFC2 RGMB RGS19 RGS5 RHEB RIC8A RIDA RIF1 RIPK2 RIPK2-DT RITA1 RMDN2 RMND5B RMRP RN7SKP114 RN7SL1 RN7SL521P RN7SL688P RN7SL832P RNA5SP60 RNF114 RNF123 RNF130 RNF14 RNF141 RNF166 RNF19B RNF227 RNF32 RNF41 RNH1 RNU4-1 RNU4-2 RNU6-1276P RNU7-27P RNVU1-14 RNVU1-19 RNVU1-28 RNVU1-31 RNVU1-6 ROCK1P1 ROCK2 ROR1 RPH3A RPL12P41 RPL13A RPL13P5 RPL14 RPL31 RPL36AL RPL37 RPL39 RPL6 RPLP0 RPN2 RPP40 RPRD1B RPS20 RPS29 RPS7 RPS9 RPUSD4 RRAGAP1-AS1 RRBP1 RRP15 RSAD1 RTEL1 RTEL1-TNFRSF6B RTTN RUBCN RUVBL2 RWDD3 RWDD3-DT RXFP3 S100A13 S100PBP SAFB SAFB2 SAMD4B SAR1A SAR1B SART1 SCAF11 SCAMP5 SCG3 SCGN SCRIB SCRT1 SDAD1 SEC14L1 SEC14L5 SEC1P SEC24B SEC63 SEMA3F SENP5 SERPINB9 SESN2 SEZ6 SEZ6L2 SFSWAP SGK3 SHC1 SHCBP1 SHQ1 SLBP SLC12A1 SLC16A3 SLC16A5 SLC18B1 SLC1A5 SLC22A23 SLC22A31 SLC24A1 SLC25A10 SLC25A12 SLC25A25 SLC25A28 SLC25A28-DT SLC25A34 SLC25A6 SLC27A5 SLC2A4RG SLC34A1 SLC35E2B SLC38A1 SLC38A2 SLC39A13 SLC39A3 SLC44A1 SLC47A1 SLC7A5 SLC7A5P2 SLC8A2 SLC9A1 SLC9A3-AS1 SLIRP SLX9 SMAGP SMAP2 SMARCAD1 SMARCAD1-DT SMARCD2 SMARCE1 SMG1 SMG1-DT SMG1P1 SMG1P3 SMIM13 SMIM26 SNAP25-AS1 SNAP29 SNHG11 SNHG12 SNHG17 SNHG29 SNHG32 SNHG6 SNIP1 SNORA14B SNORA16A SNORD118 SNORD12C SNORD48 SNORD49A SNORD49B SNORD54 SNORD60 SNRNP27 SNRNP70 SNRPB2 SNRPC SNTG1 SNX1 SNX21 SNX29 SNX4 SNX5 SOCS1 SOCS4 SOCS7 SOS1 SP3 SP5 SPAG4 SPATA5 SPDYE1-AS1 SPIDR SPOP SPPL2B SPSB1 SPTBN1 SPTBN4 SPTSSA SRA1 SRARP SRCIN1 SREBF2 SREK1 SRRD SRRM3 SRSF11 SRSF2 SSR2 SSR3 SSR4P1 ST7 ST7-AS1 ST7-OT4 STAM2 STARD7 STAT1 STAT3 STAT4-AS1 STAU1 STAU2 STEAP1B STK10 STK25 STK35 STMN3 STMP1 STOM STRADB STX18 STX18-AS1 STX4 STYXL1 SUFU SUGT1P1 SUMF1 SURF1 SURF2 SVBP SVOP SYN1 SYP SYT7 TACO1 TAF11 TAF12 TAF12-DT TAF15 TAF1B TAF1D TALDO1 TARS1 TARS1-DT TARS2 TASOR2 TATDN3 TBC1D19 TBKBP1 TBL1X TBL3 TBX6 TCEA1 TCF25 TDG TECPR1 TEFM TEKT3 TENT2 TENT5B TEPSIN TEX14 TFDP1 TFDP2 TGFBR3 TGIF1 THADA THAP1 THAP4 THBS1 THOC3 THSD4 TIGD1 TIMM44 TIPIN TIRAP TJP1 TK1 TK2 TLCD1 TLCD3B TM2D1 TM7SF2 TM9SF1 TMBIM6 TMC8 TMED7 TMED7-TICAM2 TMEM106B TMEM107 TMEM109-DT TMEM117 TMEM14A TMEM14C TMEM169 TMEM179 TMEM181 TMEM220 TMEM220-AS1 TMEM222 TMEM231 TMEM241 TMEM242 TMEM242-DT TMEM268 TMEM272 TMEM39A TMEM50B TMEM87B TMPRSS3 TNFAIP8L1 TNIP2 TNNC2 TOMM22 TOMM22-DT TOMM34 TOP3B TOR1A TOR3A TOR4A TP53INP2 TPCN2 TPD52L2 TPH2 TPST1 TRAF3IP1 TRAF4 TRAF7 TRAK2 TRAM1 TRAPPC9 TRIM26 TRIM37 TRIM67 TRIP4 TRMU TRNT1 TSEN54 TSPAN10 TSPAN14 TSSC4 TTC12 TTC12-DT TTC19 TTC22 TTC26 TTC4 TTC6 TTI1 TTYH1 TUBA1C TUBB2A TUBB4B TUBGCP3 TUBGCP5 TUT1 TUT4 TUT7 TVP23B TVP23C TVP23C-CDRT4 TXLNG TXNL1 TYMS UAP1 UAP1-DT UBAP2 UBE2C UBE2D2 UBE2D3 UBE2D4 UBE2K UBE2Q1 UBE2V1 UBE4A UBXN2A UFC1 UFM1P3 UGDH UGDH-AS1 UNC119 UNC13A UNC80 UPF1 UQCC6 URGCP UROS USB1 USE1 USH1G USP10 USP19 USP27X USP36 USP4 USP40 USPL1 UTP11 UTRN VAC14 VAMP1 VARS1 VCPKMT VDAC3 VEZT VGF VMAC VPS13C VPS13C-DT VPS28 VPS39 VPS39-DT VPS72 VRK2 VRK3 VSX1 VTA1 VTI1A VTI1B VWC2L WASHC2A WASHC4 WDHD1 WDR11 WDR11-DT WDR12 WDR31 WDR37 WDR43 WDR6 WDR7 WDR70 WDR74 WDSUB1 WFDC3 WHAMMP2 WHAMMP3 WWC2-AS2 XKR9 XPC-AS1 XPOTP1 XRCC3 XRCC5 YARS1 YIF1A YKT6 YPEL1 YTHDF2 ZBTB38 ZBTB40 ZBTB45 ZBTB8B ZC3HC1 ZCCHC2 ZDHHC6 ZER1 ZFAND2A ZFAND2A-DT ZFAND5 ZFAS1 ZFP30 ZFPL1 ZFY ZFYVE21 ZKSCAN8P1 ZNF212 ZNF23 ZNF232 ZNF232-AS1 ZNF24 ZNF30 ZNF30-AS1 ZNF319 ZNF326 ZNF337-AS1 ZNF391 ZNF398 ZNF425 ZNF441 ZNF451 ZNF473 ZNF517 ZNF529 ZNF529-AS1 ZNF549 ZNF564 ZNF569 ZNF570 ZNF583 ZNF592 ZNF609 ZNF669 ZNF707 ZNF740 ZNF767P ZNF773 ZNF774 ZNF778 ZNF778-DT ZNF781 ZNF782 ZNF786 ZNF799 ZNF805 ZNF821 ZNFX1 ZSCAN12 ZSCAN16-AS1 ZSWIM7 ZYG11A ZBTB12_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZBTB12_TARGET_GENES AAAS ABCA15P ABCF3 ABHD12 ABHD13 ABHD3 ABR ACAT1 ACTA2 ACTR2 ACTRT3 ACVR1 ADGRL1 ADNP ADPRM ADRA1A AGBL5 AGFG2 AGO1 AHCTF1 AHSA1 AKIRIN2 AKNA AKT1S1 AKT2 ALDH16A1 ALG13 ALKBH3-AS1 AMDHD2 AMOTL1 ANGEL2 ANKRD18A ANKRD49 ANO10 ANO6 ANO8 ANXA2R-OT1 AP2B1 AP3B1 AP3B2 AP3S2 AP4E1 APBB2 APBB3 APLP1 APMAP APOO APPBP2 APPBP2-DT ARFGAP2 ARHGEF12 ARID1A ARID4A ARID4B ARID5B ARL6IP5 ARMC7 ARMH3 ARMH4 ARPC5 ARRDC1-AS1 ARRDC3 ARRDC3-AS1 ARV1 ASB11 ASCC1 ASF1B ASPH ATAD2 ATF5 ATF6 ATG16L2 ATP11A ATP11C ATP1B2 ATP2A2 ATP2B4 ATP6V0B ATP6V1C1 ATP6V1E1 ATP6V1G2 ATP7A ATR ATXN2 ATXN7 ATXN7L1 AURKAIP1 AXL B3GALNT2 B3GALT9 B4GALT6 BARHL2 BATF3 BAX BAZ2A BBS2 BCAS3 BCL2L12 BCL2L13 BCL6 BCL9 BFSP1 BICRAL BIVM BLOC1S1 BOD1L1 BRCA1 BRF1 BRPF1 BRWD1 BRWD1-AS2 BTK BTN2A1 BYSL C10orf67 C10orf67-AS1 C10orf88B C10orf95-AS1 C11orf68 C12orf76 C15orf40 C19orf73 C1GALT1C1 C1orf131 C1orf174 C1orf21 C1orf21-DT C1orf56 C21orf62-AS1 C22orf46P C2CD3 C4orf46P2 C4orf48 C6orf62 C8orf88 CA11 CALM1 CALR CAMKMT CAPNS1 CAPS2 CARD8 CASC2 CAV1 CBFB CBX1 CCBE1 CCDC117 CCDC121 CCDC159 CCDC18-AS1 CCDC8 CCND2 CCNE1 CCNG2 CCNH CCNL1 CCNO CCNO-DT CCT3 CCT5 CCT6B CDC26 CDC42EP4 CDC42SE1 CDCA4 CDH24 CDHR2 CDHR4 CDIP1 CDK1 CDK11A CDKL3 CDKN1B CDKN2AIPNL CDNF CENPA CENPT CENPU CEP120 CEP170 CEP250 CEP41 CEP57 CEP95 CERT1 CETN3 CFAP20 CFAP298 CFAP298-TCP10L CFAP418-AS1 CFLAR CGRRF1 CHASERR CHCHD1 CHCHD2 CHCHD2P1 CHCHD5 CHEK1 CHEK2 CHRM1 CHUK CHUK-DT CIC CLASP2 CLCN3 CLDN23 CLGN CLK4 CLN3 CLSTN1 CLTC CLUH CNOT8 CNPY4 COG2 COMMD1 COMMD2 COMMD3 COMMD9 COPB1 COQ8A COQ8B CORO6 COX6B2 CPEB4 CPSF2 CPSF7 CREB3 CRLF3 CRNDE CRTAP CRTC2 CSE1L CTDSP1 CTDSP2 CTU1 CUEDC1 CUEDC2 CUL3 CUL4A CWC25 CXorf58 CYP20A1 DACT3 DACT3-AS1 DALRD3 DAP-DT DBP DCAF1 DCAF7 DCAF8-DT DCLRE1C DCP1A DCTN1 DCTN4 DDIT4 DDX17 DDX5 DDX51 DEDD2 DEGS1 DGAT2 DGAT2-DT DHPS DHRS4-AS1 DHX38 DIS3 DIS3L2 DKKL1 DLAT DLGAP5 DLK2 DMAC2L DMAP1 DMC1 DMRT3 DMXL1 DMXL1-DT DNAAF3 DNAJB1 DNAJB12 DNAJB4 DNAJB6 DNAJC11 DNAJC13 DNAJC17 DOLPP1 DPF3 DPH2 DRAP1 DRG2 DST DTWD1 DUS4L DUSP22 DUSP6 DYM DYNC2I2 DYNLL1 DYNLRB1 DZANK1 ECE1 ECEL1 EFCAB6 EFCAB6-DT EFCAB7 EFNA4 EFNA4-EFNA3 EGR1 EHMT1 EIF2B5 EIF4A1 EIF4A2 EIF4G1 EIF5 EIF5A EIF5B EIPR1 ELF1 ELOVL5 ELP6 EML2 EMP2 EMP3 ENDOV ENGASE ENPP3 ENSG00000230021 ENSG00000239137 ENSG00000247416 ENSG00000250230 ENSG00000255647 ENSG00000257746 ENSG00000267058 ENSG00000273145 ENSG00000278390 ENY2 EP300 EPHA7 EPHB4 EPHX2 EPRS1 ERC2 ERF ERP29 ESD ESYT1 ETV4 EVA1C EWSR1 FABP5P3 FADS2 FAF1 FAHD1 FAHD2CP FAM117A FAM118A FAM133B FAM174B FAM174C FAM200C FAM201A FAM221A FAM227B FAM228B FAM230G FAM24B FAM76B FAM86HP FANCC FANCM FANK1 FANK1-AS1 FBLN1 FBN2 FBXO24 FBXO36 FBXW11 FBXW2 FBXW7 FBXW8 FCHO2 FCHO2-DT FCHSD2 FDFT1 FEM1A FER FKBP3 FLOT1 FMNL2 FNBP4 FOSB FOXJ3 FOXL1 FRG1HP FRMD4B FRMD5 FUT10 FUT8 FUZ FZR1 GAL3ST4 GALK2 GALNT3 GAS8 GATA3 GATAD2A GATAD2B GBA1 GBA2 GCFC2 GCHFR GDF5 GGPS1 GIN1 GINS1 GINS3 GIPC1 GJC2 GLA GLB1L3 GLI1 GLIPR1L2 GLTC1 GMCL1 GNAI2 GNB2 GNPAT GOLM2 GPALPP1 GPATCH3 GPD2 GPN1 GPR4 GPS2 GPSM3 GPX1 GRHL3 GRHL3-AS1 GRIPAP1 GSE1 GSTA4 GSTCD GTF2H4 GTF2I GTPBP3 GUCY1A1 HAGH HAUS4 HBS1L HCFC1R1 HCN3 HEATR5A HEBP2 HELQ HEXA HEXA-AS1 HIF1AN HINT2 HMG20A HMGB2 HMGN3 HMGN4 HNRNPA0 HNRNPA1 HNRNPAB HNRNPH2 HNRNPUL1 HOXA-AS3 HOXA4 HOXB13 HOXB3 HOXC6 HOXD11 HPGD HS3ST3A1 HSCB HSD17B14 HSDL2 HSP90AA1 HSPA2 HSPA2-AS1 HSPA6 HSPD1 HSPE1 HSPE1-MOB4 HUWE1 HYAL3 IDH3B IDH3B-DT IDS IER2 IER3-AS1 IFT27 IFT81 IGSF9B IL4I1 ILDR2 ILF2 IMPACT IMPDH1 INAFM1 INCA1 INHCAP INKA2 INKA2-AS1 INO80C INTS12 INTS14 IPO13 IPO8 IQSEC1 IRF3 IRS2 ISLR2 ITFG2-AS1 ITGA7 ITGB3BP ITPK1 ITPKC JADE1 JAK1 JARID2 JARID2-AS1 JDP2 JDP2-AS1 JMJD4 JRK JUND KANK1 KANSL1L KAT6B KAT7 KBTBD4 KBTBD6 KCNIP2-AS1 KCTD10 KDM1A KIAA1522 KIAA2026 KIF11 KIF17 KIF1C KIF23 KIF23-AS1 KIFC2 KLHDC3 KLHDC9 KLHL17 KMT2B KMT2C KPNB1 KPNB1-DT KRT8 L3MBTL2 LAMA3 LAMA4 LAMA4-AS1 LAMP1 LCEP2 LDAF1 LEMD3 LENEP LEPR LEPROT LGALS1 LHX9 LIG3 LIG4 LIM2-AS1 LINC00240 LINC00449 LINC00472 LINC00667 LINC00680 LINC00680-GUSBP4 LINC00933 LINC00963 LINC01003 LINC01431 LINC01596 LINC01775 LINC02598 LINC02739 LINC02846 LINC02918 LINC02960 LIPE-AS1 LIX1L-AS1 LLPH LLPH-DT LMNB1 LMNB1-DT LMNB2 LMO4 LNCRNA-IUR LOC124901296 LONRF1 LPXN LRFN3 LRP11 LRRC20 LRRC28 LRRC41 LRRC51 LRRC75B LSM14A LTBP4 LYPD5 MACF1 MACO1 MADD MAFF MAFG MAGOH MAGOH-DT MALAT1 MAP3K7 MAP4 MAP7D1 MAPK4 MAPKAPK3 MARCHF6 MARCKSL1P2 MATCAP2 MBLAC2 MCF2L MCOLN1 MCTP1 MDK MEA1 MEAK7 MED20 MED23 MED24 MED25 MEF2A MEF2C MEIS1 METTL17 METTL9 MFN2 MFSD5 MGAT1 MIA2 MIA2-AS1 MIB1 MICAL3 MIDN MIEF2 MILIP MIPEP MIR1289-1 MIR4519 MIR4716 MIR4727 MIR4999 MIR5091 MIR513C MIR548AL MIR615 MIR6515 MIR6853 MIR762HG MKNK2 MMAB MN1 MON1A MORC3 MORC4 MORN1 MRNIP MRNIP-DT MRPL1 MRPL16 MRPL4 MRPS10 MRPS18B MRPS18C MRPS26 MRPS31 MSI2 MSMO1 MSRA MSRA-DT MTCO3P12 MTF2 MTFR2P2 MTND5P11 MTRF1L MTUS1 MVK MXI1 MYBL1 MYCBPAP MYH9 MYH9-DT MYL6B MYO5B MYO5C MYPN NAA20 NAA80 NABP2 NADK2 NAIF1 NAXE NBEAL1 NBR1 NBR2 NCAM1 NCAPD3 NCKIPSD NCLN NDUFA10 NDUFA3 NDUFAB1 NDUFAF3 NDUFB1 NDUFB9 NDUFS3 NDUFS7 NDUFS8 NEK2 NEK2-DT NEK8 NELFA NFATC4 NFE2L1 NFIB NFKBIL1 NFKBIZ NHS NHSL1-AS1 NHSL2 NIPSNAP1 NKIRAS2 NKRF NLRP1 NME1 NME1-NME2 NOC2L NOC4L NOL11 NOLC1 NOP16 NPAS3 NPC1 NPHS1 NRAV NRBP2 NTAN1 NUDCD1 NUDT9 NUFIP1 NUMA1 NUP107 NUP107-DT NUP133 NUP133-DT NUP155 NUP54 NUP62 NUP88 NUS1 NUTF2 NXF1 ODAD3 OGA OGG1 OLA1 ORAI1 OSBPL1A OSCAR P4HB PABIR2 PACS1 PADI1 PAFAH1B3 PAK2 PALM2AKAP2 PAM PAM16 PAPOLA PAPOLA-DT PAPSS1 PARP1 PARP3 PARS2 PAX3 PAXBP1 PBX3-DT PC PCID2 PCM1 PDCD10 PDCD7 PDE4D PDE4DIP PDXK PEG10 PELP1 PELP1-DT PFN4 PGF PGK1 PGM1 PGM2L1 PGP PHB1 PHLPP1 PHTF2 PI4KB PIBF1 PICK1 PIGL PIH1D1 PIM2 PIP4P1 PKN1 PKN2 PLA2G6 PLAUR PLCD3 PLCH1 PLD4 PLEKHA8P1 PLEKHG2 PLEKHG4 PLK4 PLS1 PLXDC1 PNKP POGLUT2 POLDIP3 POLK POLR1H POLR1HASP POLR3F POLR3G POMGNT2 POU2F1 POU2F1-DT PPFIA3 PPIP5K2 PPM1B PPME1 PPP1R10 PPP1R12A PPP2R5A PPP4C PPP6R1 PPP6R3 PPT2 PPT2-EGFL8 PREPL PRICKLE1 PRICKLE2-AS3 PRKCH PRKCSH PRKCZ PRKCZ-DT PRKD2 PROCA1 PRPF38B PRPF4 PRPF4B PRR14 PRRT1 PRRT3-AS1 PSCA PSMA3-AS1 PSMA4 PSMB3 PSMB7 PSMD11 PSTPIP2 PTBP2 PTCH2 PTDSS2 PTER PTGES3L PTGES3L-AARSD1 PTK2 PTK2B PTMA PTMS PTPN1 PTPN14 PXMP4 QTRT1 R3HDM1 RAB10 RAB11A RAB11B RAB11B-AS1 RAB11FIP2 RAB3D RAB6A RAI14 RANBP9 RARS1 RASD2 RASSF1 RASSF1-AS1 RBCK1 RBM10 RBM15 RBM15-AS1 RBM17 RBM27 RBM3 RBM42 RBM8A RCBTB2 RCOR1 RECQL5 REPIN1 RER1 RFTN1 RHBDD1 RHBDD3 RHCE RIBC1 RIC8B RIMKLB RN7SKP114 RN7SL346P RN7SL774P RNF170 RNF213-AS1 RNF227 RNF43 RNU12 RNU6-1228P RO60 ROBO3 RPA2 RPAIN RPL23A RPL29 RPL30P11 RPL36A RPL36A-HNRNPH2 RPL37 RPL37A RPL37A-DT RPL39P40 RPL7L1 RPP40 RPS11 RPS12 RPS6KA2 RPS7 RRM1 RRP9 RRS1 RRS1-DT RSPH1 RSPH1-DT RSPH3 RSPH4A RSRC1 RTCA RTCA-AS1 RTTN RUNDC1 S100A2 SAFB SAFB2 SAMD4B SAMD8 SAP30BP SART3 SASS6 SCAND2P SCO1 SDCCAG8 SDHAF2 SDHC SELENOF SEPTIN3 SERPINI1 SERTAD4 SESN1 SESN3 SETD6 SF3A3 SF3B4 SFXN5 SGF29 SIPA1L1-AS1 SIPA1L3 SKIL SLBP SLC19A2 SLC1A3 SLC1A4 SLC24A1 SLC25A17 SLC25A25 SLC25A4 SLC25A42 SLC27A1 SLC27A6 SLC29A2 SLC2A4RG SLC30A6 SLC30A6-DT SLC31A2 SLC33A1 SLC35A4 SLC35F1 SLC3A2 SLC4A7 SLC9A1 SLCO5A1 SLCO5A1-AS1 SLFN5 SMAD6 SMAP1 SMARCAL1 SMARCAL1-AS1 SMARCD2 SMC1A SMC3 SMG8 SNAP23 SNAP47 SNCAIP SNHG11 SNHG7 SNORD12C SNRPA1 SNRPA1-DT SNX10-AS1 SOD1 SOD1-DT SORBS2 SORT1 SOX13 SP4 SPAG4 SPANXB1 SPC24 SPEN SPG21 SPHK1 SPNS1 SPPL3 SPTLC2 SRRM2 SRRM2-AS1 SRSF4 ST13 ST6GALNAC2 STAG1 STAG1-DT STARD3NL STAT2 STAT3 STAT6 STEEP1 STIM1 STIP1 STK40 STOML1 STRN3 STT3A STX10 STX16 STX16-NPEPL1 STX18 STX18-AS1 STX6 SUCO SUPT16H SUZ12 SUZ12P1 SYNGR2 SYPL2 SYTL3 TAB2 TAF11 TAF6 TAOK2 TARS2 TATDN1 TBC1D17 TBC1D22A TBC1D22A-DT TBC1D9 TBCB TBCC TBPL1 TBX18 TBX6 TCF3 TCP1 TECR TEDC1 TESMIN TET1 TEX10 TEX22 TFAM TGIF1 THA1P THOC6 THOC7 TJP3 TLCD1 TLN1 TLX1 TM9SF2 TM9SF3 TMCO1 TMCO1-AS1 TMEM116 TMEM147 TMEM147-AS1 TMEM183A TMEM205 TMEM219 TMEM242 TMEM242-DT TMEM255A TMEM9 TMEM94 TMPO TOB1 TOB1-AS1 TOMM34 TOP3B TOPBP1 TOR1AIP1 TP53 TPGS1 TPMT TRABD2A TRAPPC12 TRAPPC3 TRDMT1 TRIM35 TRIM41 TRIM68 TRIO TRIP12 TRMT13 TRMU TROAP TRPC1 TSACC TSC22D1 TSEN15 TSHZ3 TSPAN31 TTC13 TTC21B TTC23 TTC23L TTC23L-AS1 TUBB4B TUFM TUFT1 TWSG1 TXNDC9 TXNL4B TXNRD1 TYK2 TYMS UBAC1 UBAP2 UBAP2L UBC UBE2B UBE2Q2P1 UBE2S UBE2Z UBE3B UBXN8 UFM1 ULK2 ULK3 ULK4 UQCRH URGCP USP17L23 USP3 USP31 USP39 USP45 UTP25 VARS2 VAV3 VIM VIPAS39 VIRMA VIRMA-DT VLDLR-AS1 VPS26B VPS33A VPS35L VPS39 VPS72 VTA1 VTRNA1-2 VWA3B WAS WDR11 WDR11-DT WDR12 WDR20 WDR36 WDR62 WDR87 WIZ WNT5B WRAP53 XIST XKR6 XPC XPNPEP3 XPO1 XRCC6 YAP1 YIF1B YKT6 YTHDF2 ZBTB12 ZBTB14 ZBTB26 ZBTB8B ZC3H10 ZC3H12C ZC3H7A ZC3HAV1 ZCCHC4 ZFAND4 ZFAS1 ZFP14 ZFP90 ZFP91 ZFP91-CNTF ZFTRAF1 ZFYVE16 ZFYVE19 ZIC5 ZMAT2 ZMYM6 ZMYND15 ZNF131 ZNF140 ZNF165 ZNF197 ZNF197-AS1 ZNF217 ZNF226 ZNF227 ZNF28 ZNF280B ZNF282 ZNF283 ZNF286A ZNF286A-TBC1D26 ZNF3 ZNF337 ZNF343 ZNF354B ZNF383 ZNF404 ZNF436 ZNF436-AS1 ZNF44 ZNF441 ZNF443 ZNF45-AS1 ZNF460 ZNF460-AS1 ZNF468 ZNF48 ZNF513 ZNF518A ZNF546 ZNF554 ZNF558 ZNF563 ZNF566 ZNF566-AS1 ZNF573 ZNF585B ZNF603P ZNF609 ZNF646 ZNF668 ZNF687 ZNF687-AS1 ZNF717 ZNF736 ZNF76 ZNF768 ZNF775 ZNF776 ZNF780A ZNF782 ZNF815P ZNF823 ZNF862 ZNF879 ZNFX1 ZNRD2 ZNRD2-DT ZRANB3 ZSCAN23 ZSCAN26 ZSWIM5 ZSWIM6 ZBTB18_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZBTB18_TARGET_GENES A2M-AS1 ABCE1 ABI2 ABT1 ACBD4 ACTN3 ACVR1 ADAMTS2 ADAMTS6 ADGRB2 ADNP ADRA1A AFF4 AFF4-DT AGBL5 AGPAT3 AHCY AHNAK AIDA AKAP1 AKAP1-DT AKAP10 AKT1 ALDH1A2 ALOX5 AMDHD1 ANAPC10 ANKRD13A ANKRD18B ANKRD49 ANKS1B ANLN ANO8 ANXA2R AP1G1 AP2S1 AP4B1 APAF1 APBA3 APBB2 APC APTX ARF6 ARHGAP12 ARHGAP4 ARHGAP45 ARHGEF10 ARID4B ARMC8 ARSK ASGR1 ASPHD1 ATAD3A ATF3 ATG13 ATG5 ATP10D ATP2A3 ATP5MF ATP5MF-PTCD1 ATP6V0A2 ATP8B2 ATXN2 ATXN2-AS AUTS2 AXL BACH1 BBIP1 BBS12 BBS4 BCAN-AS2 BCDIN3D-AS1 BCL2L13 BDKRB2 BET1 BICRAL BIRC6 BLACAT1 BLOC1S3 BRCA1 BRMS1 BROX BRPF1 C11orf65 C14orf93 C19orf38 C1QTNF1 C1orf116 C21orf62-AS1 C4orf47 C5AR1 C6orf52 C8G CA11 CACNA1C CACNA1G CAND2 CARHSP1 CARHSP1-DT CBLN3 CBX5 CBX7 CCDC159 CCDC33 CCDC34 CCDC38 CCDC77 CCDC87 CCDC88A CCNL1 CCS CCSAP CCT4 CCT8 CD9 CDADC1 CDCA5 CDH13-AS2 CDIPT CDIPTOSP CDK5R2 CDKN1A CDKN2A CDKN2B-AS1 CENATAC CENATAC-DT CENPT CEP170B CERT1 CETN4P CFAP298 CFAP298-TCP10L CHAC1 CHCHD2P1 CHCT1 CHEK2 CHMP4B CHMP4C CHST11 CIC CIROP CMSS1 CNIH3 CNIH3-AS2 CNOT10 COL16A1 COL7A1 COMMD1 COPS4 COQ8B COX16 CPNE8 CRABP2 CREBL2 CRKL CRTC2 CRYBG1 CTTNBP2 CWC25 CWC27 CYGB DALRD3 DAXX DCLRE1B DCUN1D3 DDHD1 DDIT4 DDX11 DDX11-AS1 DDX51 DDX54 DEDD DEF8 DENND1B DENND4B DHRS3 DHRS4-AS1 DHX30 DIRC3 DLC1 DLEU2 DLL3 DMKN DNAI3 DNAJB2 DNAJC17 DNAJC25 DNAJC25-GNG10 DNM3 DNMT1 DRG2 DTD1 DUSP14 DXO DYNLRB1 EDEM1 EFCAB7 EGFEM1P EIF3H EMC4 EMC7 ENPP3 ENSG00000230021 ENSG00000235189 ENSG00000247416 ENSG00000250041 ENTPD1-AS1 EPB41L3 EPHB4 EPOR ERCC1 ERCC5 ERI2 F3 F8 FABP3 FBXL15 FBXW5 FBXW7 FBXW9 FCHO2 FCHO2-DT FDXR FGF12 FGFR1 FIGN FKBP1A FOXN2 FOXP2 FRMD4B FTH1 FTO FUNDC2 GAD1 GALT GAMT GAN GARS1 GARS1-DT GBA1 GCC2 GCHFR GCNT1 GCNT2 GDAP2 GEMIN8P4 GFRA3 GGNBP2 GGPS1 GINS3 GLA GLB1L GLI3 GLRX3 GLT8D2 GNL1 GOLPH3-DT GORASP1 GPAM GPBP1 GPBP1L1 GPI GPR12 GPR180 GPR84-AS1 GPRC5A GREM2 GSTZ1 GTF3C2 GTF3C2-AS2 GTPBP3 GUSBP18 H3P32 HARBI1 HCFC2 HCG25 HCG9 HDAC6 HDGF HERC5 HIGD2B HJV HM13-AS1 HMG20A HMGN3 HNRNPD HNRNPD-DT HNRNPH2 HNRNPH3 HNRNPL HNRNPLL HOOK2 HOXD11 HOXD8 HP1BP3 HS3ST3B1 HSBP1 HSCB HSD11B1L HSF2BP IDH1 IFFO2 IKBIP INKA1 INO80D-AS1 INTS6 INTS6-AS1 IQGAP2 ITGA5 ITGB3BP JAKMIP2 JPX KCNA5 KCNJ2-AS1 KCNMA1 KCNS3 KDM4B KDM5A KDM8 KEAP1 KICS2 KLF13 KLHDC4 KLHL12 KPNA6 KRBA2 KXD1 L3MBTL1 LASP1 LBX1 LDAH LDHB LETM1 LHX6 LIG1 LINC00355 LINC00602 LINC00680 LINC00680-GUSBP4 LINC00869 LINC01145 LINC01227 LINC01275 LINC01775 LINC02593 LINC02614 LINC02846 LINC02980 LINC02985 LMAN2 LMNTD1 LNCATV LNX2 LOXL1 LOXL1-AS1 LRPPRC LRR1 LRRC1 LRRC37A5P LRRC40 LRRC8C-DT LSM3 LSM5 LTBP4 LY6K LYRM1 MAFA MAN2A2 MAP2K4 MAP3K11 MAP3K8 MAP7D1 MAPK14 MAPK8 MAPKAPK5 MAPKAPK5-AS1 MARF1 MATCAP2 MBIP MCC MCCC2 MCTP1 MDM2 MED23 MED27 MED9 MEGF10 MET METTL15 MEX3B MFSD4A MGAT4A MGAT4B MIA3 MICALL1 MICOS13 MIR1284 MIR191 MIR22HG MIR3190 MIR425 MIR4453HG MIR4674 MIR4727 MIR5695 MLST8 MMADHC MMP25 MORF4L1 MPG MPP1 MPST MRPL20 MRPL34 MRPL38 MRPL4 MRPL54 MRPS15 MRRF MT-CYB MT-ND4 MT-ND6 MT-TA MT-TC MT-TE MT-TN MT-TT MT-TY MTCO3P12 MTND5P11 MTUS1 MTUS1-DT MVP-DT MXD3 MYH9 MYO1C MYOM1 NAGLU NALT1 NAPRT NAT10 NBL1 NBPF12 NBR2 NCAM1 NCKAP5L NCOR2 NDE1 NDST1 NDUFA4 NDUFAF3 NDUFAF6 NDUFB7 NDUFV3 NEAT1 NEK2 NEO1 NEURL1 NEUROG3 NFATC4 NFE2L2 NFX1 NIBAN3 NID2 NKAIN2 NKAPP1 NOC4L NOL10 NOLC1 NOTCH1 NPLOC4 NR2C1 NRM NSG2 NSMCE2 NTN3 NTRK2 NUBPL NUBPL-DT NUCKS1 NUP133 NUP133-DT NUP153 NUP214 NXPH3 OGDH OGG1 ORC3 ORC6 ORMDL3 OST4 PARL PARN PARP8 PAXBP1 PCNP PCNX3 PCNX4 PCNX4-DT PCOLCE PCSK6 PCSK6-AS1 PCYOX1 PDCD10 PDE10A PDE5A PEAK1 PEDS1 PEDS1-UBE2V1 PELP1 PELP1-DT PGBD4 PGD PHAX PHB1 PHF21A PHKA2 PIAS1 PIAS3 PIGL PIKFYVE PIP4P1 PIP4P2 PISD PITX3 PKN2 PLA2G15 PLAUR PLD1 PLEKHG2 PLEKHH1 PLSCR1 POLK POLR1D POLR2K POLR3G POMT2 POP4 PPCS PPM1J PPM1J-DT PPM1K PPM1K-DT PPOX PPP1R37 PPP2R5C PRDM10 PRDM2 PRDM4 PRIM2 PRKAA1 PRKCB PRMT9 PRPSAP2 PRR3 PRTG PSD PSD3 PSD4 PSMB1 PSMC3 PSMD3 PSMG1 PSMG4 PTBP1 PTCD1 PTPN1 PTPN6 PTPRD PTPRD-DT PTPRF PXDN RAB1B RAB34 RAB4B RAB4B-EGLN2 RABAC1 RABGAP1L RABGAP1L-DT RAD18 RAD54L RANBP1 RANBP2 RANBP9 RARS2 RBL1 RBM18 RBM34 RCAN1 RCC2 RCOR2 RECQL5 REXO2 REXO5 RFC1 RGS9 RHBDF1 RIPK1 RN7SKP11 RN7SL832P RND3 RNF43 RNH1 RNU6-2 RNVU1-2 RNVU1-23 RNVU1-27 RPA3 RPGRIP1L RPL27 RPL36 RPL36AL RPRD1B RPS15A RPS19 RPS29 RPSAP31 RPUSD2 RRBP1 RRP1B RSRP1 RUNDC3A RUNX2 S100A2 S100PBP S1PR2 SARAF SAT2 SCP2 SDE2 SEC22B SEC31A SEC63 SEMA6A SEPTIN9 SERPINI1 SERTAD2 SERTAD3 SERTAD3-AS1 SERTAD4BP SETD1A SEZ6L2 SGK3 SHBG SHOC2 SIRT6 SIX5 SKA1 SKIC3 SLC25A30 SLC25A51 SLC27A3 SLC35D1 SLC38A1 SLC39A8 SLC43A2 SLCO3A1 SLCO4A1-AS2 SLF2 SMAP1 SMARCE1 SNAI2 SNF8 SNORA80D SNRNP35 SNW1 SNX18 SOCS3-DT SON SP7 SPCS1 SPG11 SPOCK2 SPRED2 SPRY4 SPRY4-AS1 SPRYD4 SREBF2 SREK1IP1 SRRT SRSF11 SSBP2 SSBP3P1 ST7 ST8SIA1 STAT1 STEAP1 STK16 STK19 STKLD1 STON2 STOX2 STRA6 STX11 STXBP6 SUCO SULF2 SUSD4 SV2A SVOP SYCE2 TACR1 TAF11 TAF5L TAMALIN TARS2 TATDN2 TBC1D16 TBCC TBL3 TBP TCF12 TEDC2-AS1 TFAP4 TGFB1 TGFB3 TGFBR2 TGIF1 TIMM50 TLE6 TLK2 TMBIM4 TMCC3 TMED1 TMEM123 TMEM134 TMEM14C TMEM200C TMEM250 TMEM259 TMEM45A TMEM69 TMEM91 TMTC1 TNC TNFRSF19 TOMM40 TOMM6 TP53I13 TPK1 TPM4 TRAFD1 TRAPPC3 TRAPPC6A TRGV7 TRIM47 TRIM52 TRIM52-AS1 TRIM56 TRIM62 TRMT2A TRMT61B TRPC1 TRPV2 TSC22D1 TSC22D4 TSKU TSKU-AS1 TSPAN13 TSPAN9 TST TTC21A TTC26 TTC30B TTC39A TTC39B TTI1 TTLL7 TUBG1 TUBG2 TXNL1 TYSND1 U2SURP UBA1 UBA52 UBAC2-AS1 UBE2G1 UCP2 UFSP2 UGP2 UNC13D UQCC6 URB2 USF2 USP32 USP48 UTP23 VAT1 VEZF1 VGLL3 VGLL4 VPS28 VWA3B VWC2L VXN WASHC5 WBP11 WDR13 WDR20 WDR3 WDR4 WDR7 WDR70 WFDC21P WIZ WRNIP1 XKR4 YARS1 YTHDF2 ZBTB1 ZBTB12 ZBTB18 ZBTB25 ZC3H12C ZC3H18 ZDHHC13 ZDHHC22 ZDHHC24 ZDHHC9 ZFAND1 ZFPL1 ZFYVE19 ZMIZ2 ZMYND12 ZMYND8 ZNF131 ZNF133 ZNF146 ZNF2 ZNF224 ZNF226 ZNF23 ZNF233 ZNF26 ZNF280D ZNF287 ZNF326 ZNF331 ZNF33B ZNF341-AS1 ZNF37A ZNF383 ZNF451 ZNF514 ZNF565 ZNF568 ZNF585B ZNF589 ZNF653 ZNF654 ZNF79 ZNF829 ZSCAN31 ZSWIM9 ZZZ3 ZBTB1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZBTB1_TARGET_GENES ABHD13 AK2 APOLD1 ARID2 AVPI1 BASP1 C15orf39 CACNB4 CASP9 CDC42EP4 CDK20 CLIC4 CNTNAP2 COX16 CROCCP3 CRYBB2P1 CYC1 CYP51A1-AS1 DCAF11 DLC1 DLST DNAJC2 DTWD1 DYNC2I2 EFNB2 ENSG00000224865 FAM227B FAM53C FAM8A1 FIGNL1 FNTA FRA10AC1 GABARAPL1 GBA1 GPN3 GSTCD HOMER1 IBA57 IBA57-DT INTS12 ISL2 KAT6B KCTD10 KCTD5 LIG4 LINC00431 LINC00449 LINC00963 LINC01315 LINC02268 LINC02960 LRRC37B MAFK MIR615 MMP16 MTG1 MTMR12 NEAT1 NFIA NR3C1 NRL NUS1P2 NXNL2 ORMDL1 PARP1 PCYT1A PHF3 PMS1 POLR3H PRC1 PRKAA1 PRKAB1 PSMC2 RBBP4 RNFT1 RNFT1-DT RPA1 RPL30P11 RPL37 RRN3P1 SC5D SELENOH SEMA7A SLC25A45 SLC25A6 SLC39A11 SLC39A13 SMIM2-AS1 SMYD4 SNAPC3 SPAG9 STAT6 TASOR TFDP1 TM9SF2 TMEM237 TMEM248 TMEM59L TOM1L1 TPM3 TRAPPC9 TRIB1AL TSHZ2 TTC1 TULP3 UBE3B UBE3C VGLL4 VPS35L VWA8 VWA8-AS1 WDR45B ZBTB8OS ZIC2 ZNF592 ZNF768 ZBTB44_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZBTB44_TARGET_GENES AARS2 AATBC ABCB9 ABCG1 ABHD12 ACAD8 ACAT2 ACBD5 ACE ACVR1 ADAM11 ADAM22 ADAMTS6 ADD3-AS1 ADGRB2 ADGRF2 ADGRF4 ADGRL1 ADIPOR1 ADNP AFF4 AFF4-DT AGTPBP1 AKAP1 AKAP11 AKAP7 ALDOA ALKBH3-AS1 AMACR AMN1 ANAPC10P1 ANK3 ANKDD1B ANKRD13A ANKRD18B ANKRD40 ANO8 ANXA11 ANXA9 AP3B1 APOLD1 ARHGAP18 ARHGAP29 ARHGEF6 ARID1A ARID5B ARL14EPL ARV1 ASCC1 ASPH ASPSCR1 ATF6 ATF7IP ATG5 ATN1 ATP2B4 ATP2C1 ATP6V0D1 ATP6V0D1-DT ATXN2 ATXN2-AS ATXN7 AURKAIP1 AVPI1 B3GALT4 B3GALT9 BACH2 BAHD1 BASP1 BASP1-AS1 BAX BAZ2A BBC3 BCAR3-AS1 BCRP2 BEND5 BICD1 BICDL1 BICRAL BLCAP BMF BMPER BPNT1 BRF1 BSCL2 C11orf52 C11orf68 C15orf39 C19orf47 C1orf35 C21orf62-AS1 C5AR1 C6orf52 CABLES2 CACNA1D CACNB2 CALD1 CAND1 CAPNS1 CASKIN2 CASTOR3P CASZ1 CATSPERG CAV1 CBX4 CCBE1 CCDC106 CCDC144BP CCDC183 CCDC192 CCDC33 CCNO CCNO-DT CCPG1 CCT6B CDC42BPA CDC42SE1 CDH3-AS1 CDK11A CDKL5 CDKN2AIPNL CDKN2C CEBPA CEBPA-DT CELF2 CENPT CENPU CEP135 CFAP74 CFDP1 CHCHD2P1 CHCHD7 CHD2 CHD9 CHIC2 CHRNA9 CHSY1 CITED2 CKB CLASP2 CLCN3 CLDN7 CLIC4 CLN8 CLTC COG2 COMMD2 CRADD CRNKL1 CROCC CRYBG1 CSDE1 CSK CSNK1G2 CSNK1G3 CSRNP2 CSRNP3 CSTBP1 CTNNA1 CUEDC1 CUEDC2 CWC25 CYP39A1 DBP DCAF8-DT DCP1A DDIT4 DDX24 DGLUCY DHFR DHRS13 DHRSX DHTKD1 DISP1 DLC1 DLGAP4-AS1 DLX2 DLX2-DT DLX6 DNAJC19P7 DNAJC6 DOC2A DPP8 DPYSL5 DRAP1 DRG2 DSTYK DUSP6 DYNC1I1 DYNC1I2 DZIP1L EBF3 EDEM2 EFEMP2 EFHC1 EFNA5 EGFEM1P EGLN2 EIF2B5 ELF1 ELP3 EMC4 EMC9 EML2 EMX2 EMX2OS ENAH ENO3 ENPP3 ENSG00000224865 ENSG00000246465 ENSG00000247416 ENSG00000266100 EOLA1 EOLA1-DT EPB41L4B EPC1 EPRS1 ERBB3 ERBIN-DT ERCC5 ERGIC2 ETF1 ETHE1 EXTL2 EYA3 F12 FABP5P3 FAF1 FAM133A FAM149A FAM172A FAM174C FAM217B FAM222A FAM3C FASTK FAT3 FBRS FBXL16 FBXL20 FBXL9P FBXO31 FBXO32 FBXW2 FBXW9 FCHSD2 FGD4 FGF9 FIS1 FLT3 FMN2 FOXN2 FOXN4 FOXP2 FREM2 FRY FRYL FYN FYTTD1 G6PC3 GABPB2 GALNT12 GALNTL5 GAPDHP14 GAS1 GATA2 GBA1 GCHFR GEM GEMIN7 GGNBP2 GLI3 GLS GNAL GNB2 GNG3 GNPTG GRK6 GSPT1 GSTCD GTF2IP4 GTPBP3 GTSF1 GUSBP1 H2AC11 H3-3A H4C3 HAP1 HEATR1 HEBP1 HERC5 HEXA HEXA-AS1 HEXIM2 HEXIM2-AS1 HIP1R HMGN3 HNRNPD HNRNPD-DT HNRNPU HOTAIRM1 HOXA-AS2 HOXA1 HOXA3 HOXA9 HOXB8 HOXB9 HOXC4 HOXC6 HPF1 HSF2BP HTR3A HTR7P1 HTT-AS IER5L-AS1 IFI27L1 IFI44L IFI6 IFT81 IGF1R IGFBP5 IGFLR1 INHBE INTS10 INTS12 IRAIN ITGA8 ITPRIP JADE1 JAKMIP2 JPX KATNB1 KBTBD2 KCTD14 KCTD5 KDM1A KDM2A KDM2B KDM2B-DT KIAA0319L KLF7 KLHDC9 KLKP1 KLRK1 KMT2A KMT2C KMT5A KRTAP9-12P KSR2 KTI12 L3MBTL3 LAMP1 LASP1 LCORL LDHA LGALS1 LGALS8 LGALS8-AS1 LGR4-AS1 LHX6 LIG3 LIMA1 LINC00330 LINC00886 LINC01033 LINC01089 LINC01275 LINC01750 LINC01775 LINC01965 LINC01976 LINC02028 LINC02136 LINC02198 LINC02288 LINC02470 LINC02598 LINC02609 LINC02643 LINC02739 LINC02810 LINC02846 LINC02960 LINC02980 LMNB1 LMNB1-DT LMO4 LNC-LBCS LRFN2 LRIG3 LRIG3-DT LRP6 LRP8 LRP8-DT LRRC1 LRRC41 LRRC49 LTBR LYPD5 MACF1 MALAT1 MAML1 MAN1C1 MAP1LC3B MAP2K5 MAP4 MAP6 MAPK4 MAPK8IP3 MARCHF8 MARK4 MARVELD3 MAST4 MBD5 MBNL1 MCM3 MCMBP MDC1 MDM2 MED15 MED23 MEGF10 MGC32805 MGRN1 MICALL1 MIR449C MIR4727 MIR5188 MIR615 MIR759 MIR7845 MIR99AHG MKKS MKLN1 MRPL34 MRPL4 MRPL55 MRPS15 MRPS31 MSH3 MTARC1 MTF2 MTUS1 MVP-DT N4BP1 NAA16 NANS NAP1L2 NAT8L NBEA NCAM1 NCBP1 NCDN NCOA7 NDUFB7 NDUFS6 NDUFS7 NEDD4L NEGR1 NELFB NFE2L1 NFIA NFIB NIPBL NKPD1 NLRC5 NMT2 NOG NOL4 NOP10 NOSIP NR2F2 NREP NRN1L NTN4 NUP43 NUTM1 OCEL1 OGT OMG ORC4 ORMDL3 PAPSS2 PARP16 PAXBP1 PBK PCBP2 PCM1 PCSK6-AS1 PDCD10 PDCD6P1 PDE4B PDE4D PDK3 PEMT PGAM1P5 PGAM5 PGK1 PHAF1 PHF21A PHOSPHO1 PIAS4 PIERCE2 PIEZO1 PIK3IP1 PIK3IP1-DT PIM1 PIP4P2 PIP5K1B PIPOX PIWIL2 PKN2 PLAC8 PLAG1 PLCE1 PLCH1 PLD1 PLD3 PLK3 PMM1 POC1A POC5 POLE POLE4 POLR1F POLR3E PPCS PPFIBP1 PPIAP19 PPP1CC PPP1R3D PPP2R2B PPP4R3A PPP6R1 PRICKLE2-AS3 PRKAB2 PRKCE PRR12 PRR14L PRRG2 PRRT3-AS1 PRSS23-AS1 PRUNE2 PSIP1 PSPC1 PTCH1 PTEN PTK2 PTK7 PTPA PTPRD PURA PXK PXMP2 RAB2A RAB30 RAB30-DT RABGAP1L RAI14 RANBP1 RAPGEF4-AS1 RASSF4 RBBP5 RBL1 RBM17 RBM27 RBM28 RBMS3 RBMS3-AS3 RCAN1 REEP2 REEP5 RERE RESF1 RFFL RFTN1 RGS20 RHOF RNF144B RNF145 RNF182 RNF217 RNF220 RNF43 RNU4-1 RNU4ATAC16P RNU6-360P RNU6-532P RNU6-920P RNU6ATAC34P RNU7-27P RNU7-29P RO60 RPGRIP1 RPL27 RPL30P11 RPL36P5 RPL39P40 RPS26 RPTOR RRP1 RRP1B RSPO3 RTEL1 RTEL1-TNFRSF6B RUBCN RWDD1 SAMD11 SAMD4B SARAF SBK1 SCAF8 SCML4 SCN8A SEC1P SEMA3C SEMA6A SEMA6D SEMA7A SEPHS1 SERPINI1 SETD5 SETD7 SH2B3 SIAH1 SIAH2 SINHCAF SIX1 SLC11A2 SLC16A14 SLC16A2 SLC16A6 SLC25A27 SLC30A4-AS1 SLC35C1 SLC35E2A SLC38A1 SLC39A3 SLFN12 SLX4IP SMAD1 SMAD5 SMARCD2 SMG5 SMG8 SMU1 SNORD118 SOCS2 SPAG7 SPAG8 SPRING1 SPRY2 SPSB1 SRCAP SRCIN1 SSBP2 SSX2IP ST6GALNAC2 ST7 STAT6 STC1 STK17B STK40 STMN3 STMND1 STOML1 STUM STX4 SUB1 SUGT1 SUGT1-DT SUZ12P1 SYNPO2 TBC1D10A TBC1D16 TBC1D9 TBCC TBL1X TBL1XR1 TDGF1 TEF TEX261 TFAP2A TFAP4 TFEB TGFBR3L TGIF1 TGIF2 THAP2 THYN1 TJP3 TLCD3B TLE6 TLK2 TM7SF2 TM7SF3 TMCC2 TMCC3 TMEM101 TMEM134 TMEM14C TMEM208 TMEM52 TMEM79 TMOD1 TNC TNS2 TNS2-AS1 TOP3B TP53I13 TP73-AS3 TPD52 TPD52L1 TRADD TRERF1 TRIB3 TRIM2 TRIM8 TRIM8-DT TRMT2A TSC22D2 TSC22D4 TSEN15 TSEN2 TSEN54 TSHZ1 TSR3 TSTD2 TTC13 TUBA1A TXNL1 TXNRD1 UBB UBC UBE2E1 UBE2F UBE2F-SCLY UBE2O UCHL5 ULBP1 URI1 USP22 USP3 USP31 USP44 VAMP1 VGLL4 VLDLR VLDLR-AS1 VPS13B VPS51 VWA7 WDR26 WDR37 WDR6 WDR62 WDR7 WDR70 WNT10A YAP1 YARS1 YARS2 YPEL3 YPEL3-DT YWHAZ ZBED3 ZBED3-AS1 ZBTB17 ZBTB38 ZC2HC1A ZC3H12C ZCCHC4 ZDHHC8 ZFC3H1 ZFX ZFX-AS1 ZMIZ1 ZMIZ1-AS1 ZMYND12 ZMYND8 ZNF155 ZNF217 ZNF233 ZNF281 ZNF394 ZNF416 ZNF428 ZNF510 ZNF575 ZNF580 ZNF581 ZNF608 ZNF609 ZNF668 ZNF815P ZNF875 ZYG11B ZZZ3 ZBTB49_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZBTB49_TARGET_GENES GALM LGALS2 MIR615 PNKP PSMD9 RDH12 SNUPN TBL1X TUBA1B TUBA1B-AS1 ZBTB5_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZBTB5_TARGET_GENES AAMP ABHD14B ABR ACP5 ACTL6B ADGRB2 ADGRG1 AGRN AHI1 ALAD ALDH4A1 ALOX12-AS1 ALOXE3 ANKRD13A ANKRD27 ANO8 ANXA6 AP1G1 APOL4 ARF4 ARF4-AS1 ARFGEF2 ARHGAP9 ARL1 ARL4A ART5 ASAH2B ASB6 ASCC2 ASH1L ATAD2 ATG10 ATG101 ATG13 ATP6V0A2 ATP8A1 ATP8A1-DT ATRN ATXN2 AURKA BAIAP3 BCAR3 BCCIP BCL2L11 BCL6 BHLHE40 BICC1 BMAL1 BMS1 BMS1P1 BMS1P4 BMS1P4-AGAP5 BRCA2 BRPF1 BRSK1 BTF3L4 C12orf4 C14orf119 C14orf178 C17orf58 C21orf91 C2CD2L C4orf46 C6orf62 CACNA1A CASP3 CASP6 CBX3P4 CCDC115 CCDC157 CCDC187 CD99L2 CDCA7L CDKL3 CDON CELF1 CENPN CEP170B CEP44 CEP95 CES5AP1 CFAP221 CHAC1 CHD9NB CHP1 CHTF18 CIC CISH CLHC1 CLSTN1 CMC2 CNOT3 COG8 COMMD5 COPS5 CPLX1 CPSF2 CRADD CSPP1 CSTF1 CTDSP1 CTR9 CUL7 CYP27B1 DANCR DAP3 DCAF4 DCAKD DCBLD2 DCLRE1A DDX5 DDX54 DDX56 DENND2C DGAT2 DGAT2-DT DHCR24 DHCR24-DT DIO3OS DISP3 DNAAF5 DNAJB5 DNAJB5-DT DPF1 DPP9 DUSP5 DVL3 EBF1 EEF1D EFHB EHBP1 EIF3B ELL2 EMC9 ENOSF1 ENSG00000179066 ENSG00000235189 ENSG00000237461 ENSG00000256001 ENSG00000268403 ERP29 ESCO2 ETFDH EVI5 EXD1 FAM104B FAM131A FAM131B-AS2 FAM162A FAM193B FAM193B-DT FAUP4 FBXO31 FBXO33 FBXO36 FBXO8 FGF13 FKBP4 FLOT1 FNTA FOS FOXA1 FRAT1 FST FUS GALK1 GDF11 GDF15 GDPGP1 GFOD2 GFY GID4 GIPC1 GLUD1P2 GLUD1P3 GMPPB GNAS GNG5 GSDMA GSK3B GSK3B-DT GSTO2 GTPBP3 GYG1 H1-10 H3C12 H4C11 H4C12 H4C2 H4C3 H4C4 H4C5 H4C8 HARBI1 HCG14 HDDC2 HES1 HGH1 HMGB2P1 HMGXB3 HNRNPUL1 HSDL2-AS1 HSPD1 HSPE1 HSPE1-MOB4 IER3-AS1 IER5L-AS1 IL36RN IMP4 IST1 ITFG2-AS1 JMJD1C JRKL-AS1 KATNA1 KBTBD8 KCNAB2 KIAA1586 KIAA1958 KLF6 KLK8 KMT2A KNL1 KYAT3 LASP1 LCNL1 LDLRAD2 LGR4 LIMD1-AS1 LINC00115 LINC00467 LINC00540 LINC00896 LINC01124 LINC01128 LINC01287 LINC01664 LINC01778 LINC02575 LNCOC1 LYST MAOA MAP1LC3B MAP3K7 MAPKAPK3 MAPRE1 MAT2A MBL1P MBOAT7 MCCC2 MCUR1 MDH1 MECOM MED13 MED15 MED16 MEMO1 MEN1 MFHAS1 MIR1205 MIR4449 MIR7-3 MIR7-3HG MIX23 MMP15 MPC1-DT MPND MPP7-DT MPST MROH8 MSLNL MSRB3-AS1 MTCP1 MTERF3 MTG2 MTHFR MTR MYL12-AS1 MYL12B MYO10 NAPRT NBN NCOA7 NDUFB1 NDUFB7 NDUFS3 NEBL-AS1 NEK2 NFATC3 NFIX NHLRC2 NICN1 NIP7 NLGN2 NME4 NOCT NOM1 NOX5 NRG2 NRSN2 NRSN2-AS1 NT5DC2 NUBP2 NUCB1 NUCKS1 NUP43 NUP58 OGG1 OS9 OXR1 OXR1-AS1 PAQR4 PAXIP1 PAXIP1-DT PCGF3 PDCD10 PDK3 PEMT PIAS1 PIK3R3 PIP5KL1 PKIA PKMYT1 PKN1 PLEKHM3 PNKD PNMT PNPLA3 PNPO PODXL POLR1G PPDPF PPM1B PPP1R13L PPP1R37 PPP1R3F PRELID3BP5 PRIMPOL PRKAR2A-AS1 PRKCI PRR11 PRR14 PRR36 PRSS12 PRSS16 PRSS23-AS1 PRTFDC1 PSIP1 PSMC3 PTDSS1 PTPDC1 PTPMT1 PVALEF QPCTL RAB28 RAB33B-AS1 RAB3IL1 RAC2 RAD51AP1 RAET1L RAP2C-AS1 RASGRP4 RBMXL1 RGCC RGS9BP RIC8B RIMBP3 RITA1 RMDN2 RNASEK RNASEK-C17orf49 RNF24 RNF43 RNU6-9 RPL23AP53 RPN2 RPS16 RPS17 RPS20P2 RPS27A RPUSD1 RRM2 RUNX1 RUNX1T1 S100A11 SACM1L SCARB1 SCN1B SCOC SCOC-AS1 SDHD SEMA6A SEPTIN9 SERPINI1 SETD1A SFSWAP SIGIRR SIN3B SKA2 SKIL SKOR2 SLC17A7 SLC1A4 SLC26A4 SLC27A1 SLC2A8 SLC35E2A SLC39A8 SLC7A8 SMARCE1 SMIM36 SNORA26 SNRPD2 SNX12 SNX8 SP2-AS1 SP5 SPATA24 SPATS2 SPG7 SPINDOC SPSB3 SSX2IP STAP2 STARD4 STPG1 STRN STT3A STX3 SUN2 SUPT5H SYBU-AS1 TAL1 TARDBP TBC1D5 TBX1 TCAM1P TCP11L2 TCTN1 TDP2 TENT4A TESC TESC-AS1 TESMIN THEM6 TIGD5 TIGD6 TIMM17A TIMM22 TLE3 TMEM102 TMEM116 TMEM121B TMEM191A TMEM191B TMEM191C TMEM260 TMEM64 TOLLIP TOMM20L TOMM20L-DT TPRKB TRAPPC9 TRIM33 TRIP12 TRPV2 TSEN34 TSNARE1 TSSC4 TST TTC19 TTLL4 TTLL7 TTYH1 TXNDC12 TXNIP UBE2B UBE2I UGT8 ULBP2 UNC13D UNKL UQCC5 UROS VPS37C VTRNA1-2 WASL WDFY3-AS2 WDPCP WDR45 WDR5-DT WDR82 WNK4 WRAP53 YBX1 YY1AP1 ZAR1L ZC3H7A ZCCHC24 ZHX1 ZHX1-C8orf76 ZNF131 ZNF143 ZNF213-AS1 ZNF271P ZNF300 ZNF43 ZNF548 ZNF57 ZNF583 ZNF596 ZNF7 ZNF76 ZNF792 ZNF821 ZNRF2 ZSCAN30 ZSWIM7 ZYX ZC3H11A_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZC3H11A_TARGET_GENES AAR2 ABCA17P ABCA3 ABHD12 ABITRAM ABLIM3 ACACA ACER3 ACOT13 ACOX3 ACP2 ACSF3 ADA ADAP2 ADARB1 ADAT2 ADGRL1-AS1 ADNP ADRM1 AGK AGK-DT AGMAT AIG1 AKAP9 ALDOA ALKBH4 AMBRA1 ANAPC5 ANGEL1 ANKRD33BP7 ANTKMT AP1S3 AP2M1 AP3S2 AP4E1 API5 AQR ARF1 ARHGAP1 ARHGEF37 ARL6IP4 ARMH3 ARPC3 ASF1A ASF1B ASIC1 ASS1P5 ATF3 ATF7-NPFF ATF7IP ATMIN ATP13A4 ATP6V0C ATP6V1B1-AS1 ATP6V1G2 ATP6V1G2-DDX39B ATPAF1 AURKAIP1 AURKB AZI2 B3GALT9 B3GAT3 B4GALT7 BANF1 BANP BBS1 BCRP2 BECN1 BEND6 BHLHE40 BHLHE40-AS1 BICDL3P BLTP2 BMERB1 BMS1 BMS1P4 BMS1P4-AGAP5 BORCS6 BORCS8 BORCS8-MEF2B BRAF BRD2 BSCL2 BSDC1 C10orf88 C11orf68 C12orf29P2 C12orf76 C17orf75 C18orf21 C2CD5-AS1 C3orf38 C6orf141 C6orf62 C8G C8orf33 C9orf163 CA11 CACNB3 CASD1 CASKIN2 CASP2 CBX5 CCAR2 CCDC106 CCDC12 CCDC57 CCDC65 CCDC69 CCDC88A CCDC88B CCDC90B CCDC90B-AS1 CCNB3 CCNC CD160 CD63 CD63-AS1 CDC123 CDC16 CDC42 CDK11A CDK5RAP3 CDKN2AIPNL CEACAM21 CELF2-AS2 CENPN-AS1 CENPP CEP95 CERNA3 CFAP299 CFAP74 CFTR CGGBP1 CHD2 CHFR CHFR-DT CHMP1A CHMP2A CHTOP CIAO1 CLASP1 CLDN23 CLK1 CLK3 CLTB CLUAP1 CMKLR2-AS CNBD2 CNBP CNEP1R1 CNOT6 COA6 COA6-AS1 COL25A1 COMMD2 COMT COMTD1 COPS2 COPS3 COPS4 COPS7B COQ10A COQ4 COX6B1P1 CPNE7 CPSF1 CPSF4 CRKL CROCCP2 CROCCP3 CSNK1A1 CSNK1A1P1 CSTF2T CSTPP1 CTNNA2 CTNNB1 CUEDC2 CUL4A CUL4AP1 CWC25 CYP1B1-AS1 CYP4A22-AS1 CYTH2 DAGLB DCDC1 DCP1A DDAH2 DDIT3 DDIT4 DDR1 DDX1 DDX18 DDX5 DDX51 DDX55 DENND1C DGAT1 DGCR2 DGCR8 DHRS13 DHTKD1 DHX33 DHX33-DT DHX8 DIAPH1 DIAPH1-AS1 DMAP1 DMTN DNAJB13 DNAJC2 DNAJC24 DNAJC25 DNAJC25-GNG10 DOK1 DPM2 DPY19L4 DRAP1 DRG2 DST DSTYK DTWD1 DTX2 DUS1L DUS2 E2F2 E2F6 EAF1 EDC4 EEF1A1P23 EEFSEC EFCAB7 EI24 EIF1AD EIF2B4 EIF2D EIF3F EIF4E2 EIF4G2 ELOA-AS1 ELOB ELP1 EMC10 EMC4 EME2 ENPP3 ENSG00000200235 ENSG00000202059 ENSG00000216621 ENSG00000231119 ENSG00000232995 ENSG00000246308 ENSG00000260592 ENSG00000265246 EP400 EPC1 EPC1-AS1 EPS15 ERI1 ERLIN2 ESCO1 ETV4 EVA1C EXD2 EXD3 EXOC7 EXOSC2 EXOSC3 EXOSC4 FAAP20 FABP5P3 FAM118A FAM177A1P1 FAM222A FAM227B FAM228B FAM98B FAM98C FASN FAU FBXO2 FBXO22 FBXO28 FBXO34 FBXO34-AS1 FBXW2 FBXW5 FBXW8 FCHO2 FEM1A FEM1B FES FMN2 FOS FOXP1-AS1 FRA10AC1 FRG1 FRG1-DT FRS3 FSCN1 FZD1 GABARAPL3 GAK GALK2 GALNT16-AS1 GALNTL5 GARIN5A GART GAS8 GATC GBA1 GDF15 GDI2 GDPD5 GEMIN4 GEMIN5 GEMIN7 GFM2 GGA3 GGCX GHITM GIT2 GLG1 GLRX5P2 GLT8D1 GLUD1P3 GNAI2 GNAZ GNL3L GOLGA3 GP6 GPR137 GRPEL2 GSTCD GTF2H4 GTF2IP12 GTF2IRD1P1 GTF3C3 GTF3C5 GTPBP3 GXYLT2 H3P10 H3P44 HAUS1 HCFC1 HCFC1R1 HCG21 HEBP2 HECA HELQ HEMK1 HERC3 HES4 HINT3 HIPK1 HIPK1-AS1 HIRA HMGA1 HMGB1 HMGXB3 HNRNPA1 HNRNPD HNRNPD-DT HNRNPMP2 HOMER1 HPCAL1 HSD3B7 HTATSF1P2 HTR5A HUS1 HYCC2 IFRD2 IFT57P1 IFTAP IGF2BP2 IGHMBP2 IGLV1-47 IL16 ILDR1 ILF3 ILF3-DT INO80B INO80B-WBP1 INTS1 INTS12 INTS14 INTS5 IPO4 ISG15 ISLR2 ITGAL-AS1 ITGB2 ITGB3BP ITGB4 JARID2 JARID2-AS1 JAZF1-AS1 JHY JMJD4 JOSD2 JPX JRK JSRP1 KAT8 KBTBD4 KCNH1 KCNH1-IT1 KCTD20 KCTD5 KDM3B KEAP1 KIAA0586 KIAA1143 KIF15 KIF22 KLHL17 KLHL20 KMT2B KMT2C KNL1 KNTC1 KPNB1 KPNB1-DT KRR1 KRT18P45 LIM2-AS1 LINC00581 LINC00853 LINC00929 LINC01144 LINC01149 LINC01235 LINC01287 LINC01347 LINC01485 LINC01547 LINC01719 LINC01898 LINC03011 LIPA LIX1L-AS1 LL22NC03-63E9.3 LNC-LBCS LNCARSR LOXL3 LPGAT1 LPIN3 LRRC37A3 LRRC37A5P LRWD1 LSM5 LTK LY6G5C LYN MADCAM1 MAF1 MAFA MAN2C1 MAP3K5 MAP4K5 MAPK8IP3 MARK4 MAZ MB MBD6 MBNL2 MBTPS2 MCAT MCEE MCM5 MED15 MED23 METTL15 METTL6 METTL9 MFSD11 MIR1205 MIR1538 MIR3162 MIR3189 MIR3190 MIR3529 MIR3611 MIR3908 MIR3928 MIR4510 MIR4757 MIR4999 MIR548XHG MIR6781 MIRLET7BHG MITD1 MIX23 MKNK2 MKRN2 MKRN3 MLEC MLST8 MMADHC MORF4L1 MORF4L1P5 MPHOSPH10 MPLKIP MRPL1 MRPL16 MRPL20 MRPL21 MRPL24 MRPL30 MRPL39 MRPL40 MRPL49 MRPL55 MRPL58 MRPS18C MRPS31 MRPS34 MST1P2 MT1X MT2A MTERF4 MTFMT MTHFD2L MTMR9 MTND1P14 MTND3P4 MTO1 MVK N4BP3 NADK2 NAPSA NBEAL2 NCKAP1L NCOA3 NDUFAF1 NDUFAF4P1 NDUFB10 NDUFB3 NDUFC2 NDUFC2-KCTD14 NDUFS3 NDUFS7 NEAT1 NELFB NFAT5 NFE2 NFE2L2 NFKBIB NFKBIL1 NIPBL NKAP NLE1 NME1 NME1-NME2 NOC4L NOL12 NOL6 NOL8 NOP16 NORAD NOSIP NOXA1 NPAS1 NPLOC4 NR1H2 NR1H3 NSA2 NSL1 NSUN4 NUCB1-AS1 NUDT5 NUDT8 NUF2 NUP107 NUP107-DT NUP214 NUP54 NYAP1 OAZ1 ODAD3 OGT OLFM2 OPA1 OR1X1P OR1X5P OR5AQ1P OR7A17 OSGIN1 OTUD7B PAK1 PANK4 PARP1 PARP12 PCBP1-AS1 PCF11 PCID2 PCLAF PCNP PCYT1A PDCD6 PDCD6-DT PDE2A PDE2A-AS1 PDE4A PDE6D PEMT PEX3 PFAS PFKM PHACTR4 PHF8 PHKA2 PI4KA PIGG PIGL PINK1 PLA2G15 PLA2G4C PLAC9 PLEKHG4 PLEKHG5 PLEKHM3 PLK3 PLPBP PMM1 POLR3B PPARD PPATP1 PPIA PPIL2 PPM1F PPP1R15A PPP1R37 PPP1R42 PPP6R1 PRAME PRAMEF29P PRDX5 PRKCSH PRPF18 PRPF38AP1 PRRG2 PSCA PSMC2 PSMD11 PSME3 PSMF1 PSMG3 PSMG3-AS1 PSTK PTCD1 PTK2B PTP4A2P1 PTPRU PVT1 PXT1 PYURF QSER1 R3HCC1 RAB11B RAB18 RAB40C RADIL RAF1 RB1CC1 RBBP5 RBM28 RBM8A RCOR3 REPS1 RERE REV1 REXO4 RFC1 RFC2 RFX1 RFXANK RGS5 RIF1 RN7SKP175 RN7SL344P RNA5SP474 RND1 RNF168 RNF185 RNF187 RNF216 RNF6 RNU4-62P RNU4ATAC RNU5F-1 RNU6-1340P RNU6-166P RNU6-386P RNU6-85P RNU6ATAC RNU7-27P RNVU1-14 RNVU1-15 RNVU1-27 RNVU1-34 RNVU1-6 RORA RPL32P27 RPL36 RPL36AP36 RPL37 RPL39P18 RPS18 RPS20 RPS7 RRN3P1 RRP15 RSBN1 RSPH14 RSPH3 RTEL1 RTEL1-TNFRSF6B RTN4R RTTN RUNX1 S100A13 SAE1 SAFB SAFB2 SAR1B SART1 SBDSP1 SCAND1 SCN3B SCRIB SDAD1 SDAD1P3 SDC4 SDHAF1 SDHAF3 SEC13 SEC22B SELENOH SEMA3B SENP1 SEPTIN5 SEPTIN7P14 SF3A3 SF3B6 SFTA2 SH2B1 SHARPIN SHOC1 SHROOM1 SIRT2 SIRT5 SLC20A2 SLC22A11 SLC24A1 SLC25A16 SLC27A5 SLC29A3 SLC30A1 SLC33A1 SLC35A3 SLC37A3 SLC37A4 SLC39A13 SLC39A3 SLC44A1 SLFN12 SLX9 SMCR2 SMG7 SMG7-AS1 SMG8 SMIM19 SMIM8 SNAP25 SNAP29 SNAP47 SNHG30 SNHG32 SNORD48 SNORD54 SNRNP200 SNRPD1 SNX17 SNX18 SON SP3 SP7 SPAG8 SPAST SPATA20 SPATA33 SPATS2L SPCS1 SPEG SRF SRRT SRSF2 SRSF8CP SSBP1 SSBP2 SSBP4 SSR4P1 SSU72 ST13 ST7L STMN3 STOML2 STX16 STX16-NPEPL1 STX18 STX18-AS1 STX4 SUGCT SUGT1P4 SUGT1P4-STRA6LP SUGT1P4-STRA6LP-CCDC180 SUPT5H SYCE2 TACO1 TAF1C TAGAP-AS1 TAL1 TARS2 TATDN3 TBC1D13 TBC1D19 TBL3 TBX6 TCF12 TDP2 TEFM TEX38 TEX43 TFE3 TGFB1 THEM4 THOC6 TIGD1 TIGD6 TIMM29 TIMM9 TLCD3B TM2D3 TMEM101 TMEM127 TMEM128 TMEM147 TMEM147-AS1 TMEM187 TMEM222 TMEM230 TMEM242 TMEM242-DT TMEM259 TMEM267 TMEM41A TMEM63A TMEM82 TMEM87B TMEM98 TNFAIP8L1 TNPO3 TNRC18 TOMM5 TOP3B TOR1AIP1 TOR1B TP53BP2 TPBGL-AS1 TPH2 TPI1P2 TPTEP1 TRA2B TRADD TRBV21-1 TRDMT1 TRGV7 TRIAP1 TRIM15 TRIM55 TRIP4 TRMT112 TRMT44 TRMT61B TRMU TRPC4AP TRPM6 TRUB2 TSEN54 TSPAN10 TSPYL1 TTC1 TTC26 TTC4 TUFM TUT1 TVP23B TXN2 TXNRD2 TYK2 UBE2D3 UBE2D3-AS1 UBE2H UBE2H-DT UBE2V1P4 UBE2Z UBTF UNC13D UQCC6 USB1 USP30 USPL1 UTP3 UTP4 VARS1 VARS2 VCL VPS13B VPS13B-DT VPS13C VPS13C-DT VPS13D VPS25 VPS28 VPS37B VPS45 VPS51 VPS52 VPS9D1 VWA7 WDR11 WDR11-DT WDR24 WDR31 WDR36 WDR45B WEE2-AS1 WNT8A XPNPEP3 XRCC2 YAP1P1 YEATS2 YIPF2 YJU2 YTHDF2 YWHAE ZBED5 ZBED5-AS1 ZBTB21 ZBTB45 ZC3H3 ZC3H4 ZC3H6 ZC3HC1 ZCCHC8 ZCWPW2 ZDHHC4 ZER1 ZMIZ1 ZMIZ1-AS1 ZMPSTE24 ZMPSTE24-DT ZMYND8 ZNF165 ZNF180 ZNF185 ZNF205 ZNF213-AS1 ZNF276 ZNF280D ZNF341 ZNF385A ZNF391 ZNF408 ZNF490 ZNF554 ZNF561 ZNF561-AS1 ZNF580 ZNF581 ZNF593 ZNF675 ZNF721 ZNF74 ZNF746 ZNF76 ZNF768 ZNF786 ZNF791 ZNF863P ZSCAN12 ZSCAN16-AS1 ZSCAN9 ZFHX3_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZFHX3_TARGET_GENES AARSD1 ABALON ABCB8 ABCE1 ABHD12 ABHD2 ABT1 ACAD9 ACADM ACBD6 ACHE ACO2 ACOT8 ACOX2 ACOX3 ACSL5 ACTB ACTL6A ACTR3C ADAL ADAMTSL5 ADAT1 ADGRF3 ADK ADO ADPRHL1 AFAP1 AFF4 AFMID AGBL5 AGBL5-AS1 AGPAT1 AHCTF1 AHCYL2 AIMP1 AK6 AKAP3 AKAP9 AKT1S1 AKTIP ALAS2 ALB ALDH18A1 ALDOA ALG2 ALKBH3-AS1 ALKBH8 AMACR ANAPC10 ANAPC16 ANAPC5 ANG ANKFY1 ANKIB1 ANKMY2 ANKRA2 ANKRD10 ANKRD11 ANKRD13A ANKRD13C ANKRD35 ANKRD54 ANXA2R-OT1 AP1G1 AP2A1 AP3B1 AP3M1 AP3S1 AP3S2 AP4M1 AP5Z1 APC APLF ARAF ARAP3 AREL1 ARF1P1 ARF5 ARHGAP1 ARHGAP11B-DT ARHGAP5 ARHGAP5-AS1 ARHGDIB ARHGEF3 ARHGEF37 ARID1A ARID4A ARID5B ARIH2 ARL14EP ARL15 ARL4A ARMC1 ARMH1 ARMH3 ARMH4 ARMT1 ARPC2 ARRDC3 ARRDC4 ARSK ASB8 ASCC1 ASH1L ATAD2 ATF5 ATF6 ATF7 ATF7-NPFF ATG101 ATG12 ATG2A ATL2 ATM ATOX1 ATP10B ATP13A4 ATP1B3 ATP2C1 ATP5F1AP2 ATP5F1B ATP5IF1 ATP5MC1 ATP5MC2 ATP5MG ATP5PO ATP6AP1L ATP6V1D ATP6V1FNB ATP8A1 ATP8A1-DT ATP9B ATPSCKMT AURKA AVL9 AXDND1 B2M B3GALNT2 BAZ1B BBC3 BBS2 BBX BCAS3 BCKDHA BCL2L1 BCL6 BLCAP BLOC1S6 BLZF1 BMAL1 BMAL2 BMT2 BNIP1 BOK BORA BORCS8 BORCS8-MEF2B BPGM BPNT1 BRCA1 BRF2 BSDC1 BTBD7P1 BTF3 BTF3-DT BTN3A1 BTN3A2 BUB3 BUD13P1 BZW2 C11orf54 C17orf97 C19orf25 C19orf48P C19orf53 C1GALT1 C1orf131 C1orf174 C20orf96 C21orf91 C2CD2L C2orf76 C4orf47 C5orf34 C5orf52 C9orf43 C9orf64 CA11 CACNB2 CACTIN CACYBP CALD1 CALM3 CALN1 CAMKMT CAND1 CANX CARS2 CASC11 CASD1 CASP8AP2 CASP9 CCDC115 CCDC121 CCDC124 CCDC159 CCDC174 CCDC18 CCDC183 CCDC191 CCDC59 CCDC77 CCDC86 CCDC9 CCDC91 CCNB1 CCNB1IP1 CCNB2 CCND3 CCNG1 CCNH CCNI CCNJ CCT2 CCT3 CCT5 CD164 CD63 CD96 CDC123 CDC23 CDC25C CDC42SE1 CDC45 CDCA2 CDCA5 CDCA7 CDH8 CDIPT CDIPTOSP CDK16 CDK5RAP3 CDKL3 CDKL5 CDKN1B CDKN2B CDKN2D CDON CENPA CENPE CENPK CENPM CENPN CENPP CENPQ CENPU CENPW CEP120 CEP170 CEP192P1 CEP70 CEP89 CERNA3 CES3 CETN3 CFAP418 CFAP68 CGB2 CHASERR CHCHD2 CHCHD7 CHD2 CHD9NB CHP1 CHST4 CHTOP CIAPIN1 CIC CISD3 CKLF CKLF-CMTM1 CKS1B CLASP1 CLDN12 CLDN4 CLIC1 CLK1 CLN3 CLN6 CLNS1A CLPTM1 CLTC CLU CLYBL-AS1 CMC2 CMSS1 CNBD2 CNGB1 CNKSR1 CNNM2 CNOT1 CNOT10 CNOT3 CNOT6 CNOT8 CNPY3 CNPY4 CNTD1 COA7 COMMD6 COPE COPS2 COPS4 COPS5 COQ4 COQ8A CORO7 COX18 COX4I1 COX6A1 COX7A2L COX7C CPEB4 CPLX2 CPSF2 CRAT CREBBP CRIPT CRISPLD2 CROCCP2 CRTC2 CRYZL1 CSNK1A1 CSPP1 CSTF1 CSTF2T CTDSPL2 CTDSPL2-DT CTH CTNNA1 CTSH CTSO CUL2 CUX1 CWC25 CXorf58 CYB561D2 CYB5B CYB5D1 CYLD CYP4F26P CYSTM1 DAD1 DBF4B DBI DBP DBT DCAF11 DCAF17 DCAF7 DCP2 DCTN4 DCUN1D3 DDAH2 DDI2 DDX39B DDX39B-AS1 DDX49 DDX56 DDX60L DENND1B DENND4A DGAT2 DGAT2-DT DGKA DHODH DHX29 DHX33 DHX38 DIAPH1 DIAPH1-AS1 DIP2C DLAT DLG2 DLGAP1-AS2 DMD DMTF1 DMTF1-AS1 DMXL2 DNAAF10 DNAAF3 DNAAF4 DNAAF4-CCPG1 DNAJA3 DNAJB9 DNAJC13 DNAJC16 DNAJC19 DNAJC28 DNAL4 DNM2 DNM3-IT1 DNMT1 DOHH DPAGT1 DPH1 DPH3 DPP9 DPPA2P3 DPRXP1 DRC3 DST DSTYK DUSP19 DUT DUT-AS1 DYNC1LI2 DYNLRB1 DYRK2 E2F2 ECH1 EEF1A1 EEF1A1P23 EEF1AKMT2 EEF1AKMT3 EEF1D EEF1G EFCAB11 EFCAB7 EFHC1 EFNA4 EFNA4-EFNA3 EGR1 EIF1 EIF2AK3 EIF2AK3-DT EIF2S1 EIF3B EIF3D EIF3E EIF3F EIF4A2 EIF4G2 EIF5A ELAC2 ELOCP18 ELP2 ELP4 EMC1 EMC9 EMP1 EMP3 EMSY EMSY-DT ENC1 ENO3 ENSA ENSG00000170846 ENSG00000187951 ENSG00000230021 ENSG00000232995 ENSG00000236403 ENSG00000239137 ENSG00000246308 ENSG00000254363 ENSG00000255647 ENSG00000268403 ENSG00000274015 ENSG00000275765 ENSG00000282936 EPB41L5 ERAL1 ERCC1 ERCC6L2 ERCC6L2-AS1 ERI2 ERP29 ETFBKMT ETS2-AS1 ETV5 EVI5L EWSAT1 EWSR1 EXD1 EXOC4 EXOSC5 EXTL2 FAAP24 FABP5P3 FABP5P9 FAM118B FAM131B-AS2 FAM222B FAM228B FAM53C FANCM FASTKD5 FBRS FBXL17 FBXL19 FBXL19-AS1 FBXO16 FBXO24 FBXO33 FBXO38 FBXO48 FBXO9 FBXW11 FCF1 FCSK FDPS FEM1A FGF9 FHIT FIBP FIS1 FKBP3 FLCN FRYL FSTL4 FUS FXYD3 FXYD5 G3BP1 GABPA GABPB2 GALM GAR1 GAR1-DT GARS1 GART GCDH GCNT3 GDF9 GDI2 GET1 GET3 GFM2 GGA1 GHDC GHR GINS1 GIRGL GLCE GLG1 GLI1 GLO1 GLOD4 GLRX GLRX5 GNA12 GNAI3 GNAL GNB2 GNB4 GOLM2 GOLPH3L GOLT1B GON4L GORAB-AS1 GPC5-AS1 GPN1 GPR108 GPRC5A GPRC5C GRAMD2B GRHL2 GRIPAP1 GRK6 GRPEL2 GTF2F2 GTF2H1 GTF2H4 GTF2IP7 GTF3C1 GTF3C5 GTPBP1 GTPBP3 GTPBP8 H2AC11 H2AC13 H2AC4 H2AC8 H2AZ2 H2AZ2-DT H2BC11 H2BC13 H2BC5 H2BC8 H3C6 HACE1 HARS1 HARS2 HASPIN HAUS8 HAVCR2 HAX1 HBP1 HCCAT5 HCG14 HDAC2 HDAC2-AS2 HDAC8 HDGFL2 HDLBP HELLS HERPUD1 HEXA HEXA-AS1 HEXIM1 HIGD1AP16 HIGD2A HILPDA HILPDA-AS1 HINFP HINT1 HISLA HLA-DMA HLA-DPA1 HMBOX1 HMBS HMG20A HMGB1 HMGB3P22 HMGCR HMGCS1 HMGN4 HMMR HNF4A HNMT HNRNPA0 HNRNPA1 HNRNPA2B1 HNRNPAB HNRNPC HNRNPD HNRNPH1 HNRNPUL1 HOMER1 HOXA10-AS HOXA9 HOXB-AS3 HOXB3 HOXC-AS2 HP HPGD HPR HPS5 HSP90B1 HSPA8 HSPA9 HSPB6 HTD2 HYAL2 HYCC2 HYDIN HYPK IER5 IFI16 IFNAR1 IFRD1 IFT27 IFT52 IFT74 IFT74-AS1 IFTAP IGF2 IK IKZF3 IL23A IL4I1 ILF2 ILF3 ILF3-DT ILRUN IMMP1L IMMP1LP1 IMP3 IMP4 INAVA ING1 INO80 INO80B INO80B-WBP1 INTS9 IPP IQCG IRF1-AS1 IRF2BP1 IRF2BP2 ISG20 IST1 ISY1 ISY1-RAB43 ITFG2 ITFG2-AS1 ITGAE ITGB3BP ITPRID2 ITPRIP ITSN1 JAM3 JMJD1C KANSL3 KAT6B KATNB1 KATNIP KBTBD4 KCNIP2-AS1 KCTD10 KCTD16 KCTD9 KDM1A KDSR KHSRP KIAA0586 KIAA0753 KIAA1191 KIF11 KIF18A KIF2B KIF2C KIF3A KIF3C KIF9-AS1 KLHL20 KLHL7 KNL1 KPTN KRBA2 KRR1 KRT15 KRT18P31 KSR2 LAMC1 LAPTM4A-DT LARP4 LARS1 LBHD1 LCA5L LCMT2 LDHB LENG1 LINC00434 LINC00467 LINC00910 LINC01023 LINC01030 LINC01089 LINC01513 LINC01545 LINC01568 LINC01572 LINC01592 LINC01843 LINC02003 LINC02065 LINC02141 LINC02320 LINC02427 LINC02817 LINC02960 LIPE-AS1 LMAN2 LMAN2L LMBR1L LNPEP LOC102723786 LPCAT3 LPXN LRCH4 LRP10 LRP3 LRP6 LRPPRC LRR1 LRRC1 LRRC28 LRRC41 LRRC49 LRRC57 LRRC61 LRRC66 LSG1 LSM8 LSR LUC7L LVRN LXN LY6G5B LYRM1 LYSMD1 LYSMD3 MACC1 MAD1L1 MAD2L1 MAD2L1-DT MAF1 MAIP1 MALAT1 MAML1 MAN2A1 MAP3K14 MAP4K3 MAPK10 MARCHF9 MAST4 MAST4-AS1 MASTL MATN3 MATR3 MAZ MBTD1 MCEE MCM3 MCM4 MCM7 MCTP1 MCTS1 MDP1 MED16 MED19 MED24 MED29 MED7 MEF2C-AS2 MEGF11 MEPCE METTL1 METTL15 METTL25 METTL3 METTL5 METTL8 MFAP1 MFN1 MFSD11 MFSD14CP MGAT1 MGAT4B MGRN1 MGST2 MGST3 MIA2 MIA2-AS1 MICAL3 MICOS10 MICOS10-DT MICOS10-NBL1 MIEF2 MINDY2 MIR1282 MIR22HG MIR3661 MIR3677HG MIR3912 MIR3913-1 MIR4258 MIR4276 MIR4636 MIR4638 MIR4727 MIR5087 MIR5188 MIR616 MIR626 MIR638 MIR6508 MIR6747 MIR6797 MIR7111 MKKS MKLN1 MLEC MMADHC MMP2 MMUT MNS1 MNT MOB4 MOCS2 MOCS2-DT MON1B MORN4 MOSPD3 MOV10 MPLKIP MPP1 MPP7-DT MPV17L2 MPZL2 MRGPRX6P MRM3 MRNIP MRNIP-DT MROH1 MROH8 MRPL11 MRPL13 MRPL19 MRPL24 MRPL36 MRPL37 MRPL46 MRPL48 MRPL51 MRPS11 MRPS18B MRPS21 MRPS22 MRPS27 MRPS30 MRPS30-DT MRPS33 MRTFA MRTO4 MSANTD4 MSH2 MSL1 MSL2 MST1P2 MT-ATP6 MT-ATP8 MT-CO1 MT-CO3 MT-ND1 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MT-RNR1 MT-RNR2 MT-TA MT-TC MT-TE MT-TF MT-TG MT-TH MT-TI MT-TK MT-TL1 MT-TL2 MT-TN MT-TQ MT-TR MT-TS1 MT-TS2 MT-TT MT-TV MT-TW MT-TY MTBP MTCO3P12 MTERF3 MTF2 MTHFD2L MTIF3 MTMR12 MTMR4 MTND5P11 MTR MTREX MUC19 MYC MYCBP2 MYG1 MYL12A MYL5 MYL6 MYNN MYO19 MYO9A MYO9B MZT1 N6AMT1 NAA38 NACA NADK2 NAE1 NAPA-AS1 NASP NAV1 NAXE NBR1 NCAPD2 NCLN NDC1 NDUFA11 NDUFA2 NDUFA4 NDUFA8 NDUFA9 NDUFAF1 NDUFAF4 NDUFAF4P1 NDUFAF8 NDUFB1 NDUFB2 NDUFB3 NDUFS3 NDUFS4 NDUFS6 NECAB2 NEMF NEPRO NFATC4 NFE2L1 NFIC NFU1 NFYA NGDN NHLRC3 NIFK-AS1 NIPBL NKAPD1 NLK NME7 NOL12 NOL8 NOP16 NOP2 NOP53 NOSIP NPC2 NPEPPS NPM1 NPM1P21 NPRL2 NPTN NR6A1 NRDC NRG3 NSA2 NUDCD2 NUDT15 NUDT2 NUDT5 NUDT9 NUF2 NUFIP2 NUMA1 NUMB NUP107 NUP107-DT NUP205 NUP62 NUP85 NUSAP1 NXT2 OARD1 OASL OAZ2 OCIAD1 OCIAD1-AS1 OGA OGN OIP5 OPA1 OR13C9 OR51B2 ORC1 ORC5 ORC6 ORMDL2 OSGEPL1 OSGEPL1-AS1 OTUB2 OTUD7A OTUD7B OXNAD1 P4HB PABPC1 PABPC1P10 PACSIN2 PAF1 PAIP2 PAN2 PANK1 PANK1-AS1 PANK3 PAPOLA PAPOLA-DT PARP14 PARVG PAWR PAXIP1-AS2 PBK PBX1 PCBP1-AS1 PCDH1 PCDHGA8 PCLAF PCNX4 PCNX4-DT PDK2 PDP2 PDPR2P PDS5B PDXP PDXP-DT PDZD2 PEAK1 PEF1 PEF1-AS1 PET100 PEX1 PEX13 PEX26 PFDN1 PFDN5 PGGT1B PHB1 PHF12 PHF5A PHLPP2 PHPT1 PHTF2 PICK1 PIDD1 PIF1 PIGF PIGQP1 PIGW PIH1D2 PIK3C2B PIK3R3 PIP4P1 PIPOX PKD1L3 PKN2-AS1 PLAAT3 PLAC8 PLBD1 PLCZ1 PLEK2 PLEKHG1 PLEKHH3 PLOD3 PLS1 PLSCR1 PMEL PMFBP1 PNISR PNN PNO1 PNPLA8 PNPO POC1A POC1B POC1B-GALNT4 POC5 POLE3 POLG POLQ POLR1A POLR1G POLR2A POLR2K POLR3A POLR3D POR PPBPP2 PPIA PPM1L PPM1L-DT PPP1R10 PPP1R12A PPP1R13L PPP1R21 PPP1R21-DT PPP2CA PPP2R1A PPP2R2D PPP2R5B PPP5D1P PPP6R3 PPRC1 PPWD1 PQBP1 PRDX1 PRDX2 PRDX2P1 PRDX5 PREPL PRKCI PRKDC PRMT1 PRMT2 PROSER1 PROSER3 PRPF3 PRPF38A PRR13 PRR14 PRRG2 PSIP1 PSMA3-AS1 PSMA6 PSMB3 PSMD1 PSMD3 PSMD6 PSMD7 PSMD7-DT PSMF1 PSMG1 PSMG3 PSRC1 PTBP1 PTCD3 PTCH1 PTDSS1 PTEN PTGES2 PTGES2-AS1 PTMA PTP4A2 PTPA PTPN13 PTPN21 PTPN4 PTPRK PUM3 PUS10 PWWP2A PXN-AS1 QRICH1 QRSL1 QTRT2 R3HDM1 R3HDML-AS1 RAB11A RAB30 RAB30-DT RAB3D RAB4B RAB4B-EGLN2 RAB5B RABIF RACK1 RAD17 RAD21 RAD54B RALY RANGAP1 RAP2A RARS1 RASGRF2 RBFOX2 RBM14 RBM14-RBM4 RBM27 RBM33-DT RBM42 RBM47 RBM48 RC3H2 RCAN1 RCC1 RECQL RETREG1-AS1 RFWD3 RFXANK RGMB RGMB-AS1 RGS17P1 RGS5 RGS9 RHBDD3 RHOA RHOF RHOQ RIBC2 RIGI RIN1 RIOK2 RMND1 RN7SKP134 RN7SL724P RN7SL774P RNA5S17 RNA5SP18 RNA5SP219 RNF121 RNF139-DT RNF145 RNF167 RNF207 RNF41 RNF43 RNF5 RNF6 RNFT1 RNFT1-DT RNFT2 RNPS1 RNU11 RNU4-2 RNU5B-1 RNU5D-1 RNU5E-4P RNU6-1 RNU6-1191P RNU6-1289P RNU6-1301P RNU6-2 RNU6-502P RNU6-728P RNU6-9 RNU6ATAC RNU7-123P RNU7-27P RNVU1-21 RNVU1-22 RNY1 ROCK1 RPA3 RPF1 RPF2 RPL10 RPL13A RPL13P12 RPL14P1 RPL18 RPL19 RPL21P19 RPL22 RPL23 RPL23A RPL27A RPL28 RPL3 RPL30 RPL30-AS1 RPL30P11 RPL32P3 RPL34 RPL34-DT RPL35A RPL35AP35 RPL37 RPL4 RPL4P4 RPL5 RPL7A RPL7AP14 RPL7AP64 RPL7L1 RPL7L1P8 RPL8 RPLP0 RPLP1 RPLP2 RPN2 RPP14 RPRD1B RPS12 RPS13 RPS14 RPS15A RPS18 RPS19P1 RPS21-DT RPS23 RPS23P8 RPS24 RPS25 RPS27 RPS27A RPS27AP16 RPS27P5 RPS29 RPS3 RPS3P6 RPS4X RPS4Y1 RPS5 RPS6 RPS6KB1 RPS7P1 RPS8 RPUSD4 RSL24D1 RSPH3 RSRC2 RTN4IP1 RTTN RUFY1 RWDD1 S100A13 S100PBP SAMD4B SAP30BP-AS1 SARNP SART3 SATB1 SATB2 SBDSP1 SBF2 SCAF11 SCAMP1 SCAMP3 SCAND1 SCARNA13 SCARNA16 SCNM1 SCP2 SDCCAG8 SDHB SDHD SDSL SEC14L1 SEC1P SEC24A SEC61B SELENOH SELENOI SELENOK SELENOP SEM1 SEMA3C SENP8 SEPSECS SEPSECS-AS1 SEPTIN2 SEPTIN7 SEPTIN7-DT SEPTIN8 SERINC4 SERPINB1 SERPINB8 SETD1A SETD2 SETDB1 SF3A3 SFPQ SFT2D3 SHARPIN SHC1 SIAH1 SIDT1 SIDT2 SIK3 SINHCAF SIPA1L3 SIRT4 SKIC3 SKIDA1 SLC12A8 SLC12A9 SLC20A1 SLC25A11 SLC25A12 SLC25A5 SLC25A5-AS1 SLC25A51 SLC25A53 SLC26A7 SLC27A5 SLC28A2-AS1 SLC2A8 SLC30A5 SLC33A1 SLC35B1 SLC38A1 SLC38A11 SLC39A6 SLC3A2 SLC44A3 SLC4A11 SLC4A1AP SLC50A1 SLC5A7 SLC9A1 SLC9C2 SLCO4C1 SLX4IP SMAD3 SMAP2 SMARCA2 SMARCC1 SMC1B SMC2 SMC3 SMYD5 SNAPC3 SNAPC5 SNHG10 SNHG15 SNHG20 SNHG25 SNHG29 SNORA21 SNORA24B SNORA31B SNORA33 SNORA50C SNORA62 SNORA68 SNORA70 SNORA72 SNORA9 SNORD101 SNORD104 SNORD111 SNORD118 SNORD12C SNORD13 SNORD14A SNORD14C SNORD14D SNORD14E SNORD15B SNORD18A SNORD18B SNORD2 SNORD33 SNORD34 SNORD35A SNORD35B SNORD36A SNORD36B SNORD36C SNORD38A SNORD38B SNORD42A SNORD42B SNORD43 SNORD49B SNORD4B SNORD54 SNORD55 SNORD59A SNORD83A SNORD83B SNORD84 SNORD87 SNORD95 SNORD96A SNRPA1 SNRPA1-DT SNRPD1 SNRPF-DT SNRPG SNX15 SNX24 SNX30 SNX30-DT SNX8 SNX9 SOX2-OT SP2 SP2-AS1 SP2-DT SPAG7 SPATA5L1 SPC25 SPDL1 SPRING1 SPRY1 SPRY4 SPSB1 SQSTM1 SRA1 SREBF2 SRP19 SRP54 SRP54-AS1 SRRT SRSF2 SRSF7 SSBP1 ST3GAL5 ST6GAL1 ST7L STAM STAM-DT STARD13 STARD4 STIL STK10 STK31 STMN1 STRIP1 STX5 STX5-DT STXBP5-AS1 SUCLG1 SUCO SUGCT SUMF1 SUN2 SUPT7L SV2C SYF2 SYNCRIP SYNGAP1 TACC1 TAF12 TAF12-DT TAF15 TAF6 TAF8 TAF9 TALDO1 TANK TANK-AS1 TAOK3 TARBP2 TARDBP TARS2 TAS2R42 TAT TBC1D17 TBC1D19 TBCA TBCK TCERG1 TCTA TDP1 TDRD3 TDRKH TDRKH-AS1 TEDC1 TENT4A TEPSIN TERB1 TESK2 TEX15 TEX46 TFG THAP10 THAP5 THRAP3 TIAM1 TICRR TIGD6 TIMM17B TIMM8A TIMM8B TIMM9 TJP3 TK1 TK2 TLE3 TMBIM6 TMCO6 TMED1 TMEM106B TMEM106C TMEM109 TMEM117 TMEM135 TMEM139 TMEM14A TMEM14B TMEM160 TMEM161B TMEM161B-DT TMEM167B TMEM167B-DT TMEM205 TMEM218 TMEM231 TMEM259 TMEM260 TMEM267 TMEM30A TMEM30A-DT TMEM53 TMEM60 TMEM68 TMEM94 TMX2 TNC TNFAIP8 TNFSF9 TNPO1 TNPO3 TNRC6B TOM1L2 TOMM20 TOMM22 TOMM22-DT TOMM40 TOMM40L TOMM7 TOP2A TOX4 TPBG TPD52 TPI1P2 TPM1-AS TPRA1 TPT1 TRABD2A TRAF3IP2 TRAPPC4 TRAPPC8 TRIM33 TRIM41 TRIP10 TRIP4 TRIT1 TRMT112 TRMT44 TRUB2 TSACC TSC22D2 TSEN2 TSN TSPEAR-AS2 TTC23 TTC26 TTC32 TTC32-DT TTC33 TTC41P TTC8 TTI2 TUBA1B-AS1 TUBB4BP4 TUBD1 TXN2 TXNDC17 TXNL4B TYW1B TYW5 UACA UBB UBC UBE2B UBE2C UBE2D3 UBE2D3-AS1 UBE2T UBE3B UBFD1 UBIAD1 UBL7 UBL7-DT UBLCP1 UBOX5 UBP1 UBXN1 UBXN4 UCP2 UFC1 UFD1 UFSP2 UGT3A2 UIMC1 UNC45A UNC50 UNC5B-AS1 UPF2 UPRT UQCC6 UQCRB UQCRB-AS1 UQCRC2 UQCRH UROD USF3 USP1 USP21 USP25 USP36 USP48 USP49 USP54 USPL1 UTP15 UTP18 UTP6 VARS2 VASP VCP VIL1 VIM VIM-AS1 VIPR2 VMAC VPS13B VPS13B-DT VPS18 VPS33A VPS35 VPS41 VPS45 VPS50 VPS52 VTRNA1-1 VTRNA1-2 WASF2 WBP1 WDR31 WDR55 WDR59 WDR5B WDR5B-DT WDR75 WDR83 WDR83OS WDR89 WEE2-AS1 WHAMM WRAP53 XAB2 XNDC1N XPNPEP1 XPO1 XRN1 YARS1 YEATS4 YIPF1 YIPF5 YJEFN3 YJU2 YME1L1 YTHDC2 ZBED3 ZBED3-AS1 ZBED5 ZBED5-AS1 ZBTB11 ZBTB22 ZBTB4 ZBTB5 ZC3H4 ZC3HC1 ZCCHC7 ZCCHC8 ZCWPW1 ZFAND3 ZFAND3-DT ZFAND6 ZFAS1 ZFHX3 ZFP91 ZFP91-CNTF ZFPL1 ZMYM5 ZNF131 ZNF143 ZNF165 ZNF219 ZNF239 ZNF33A ZNF391 ZNF398 ZNF408 ZNF440 ZNF460 ZNF561 ZNF561-AS1 ZNF609 ZNF628-DT ZNF644 ZNF668 ZNF684 ZNF687 ZNF687-AS1 ZNF689 ZNF691 ZNF691-DT ZNF692 ZNF692-DT ZNF695 ZNF77 ZNF774 ZNF778 ZNF783 ZNF785 ZNF786 ZNF839 ZNFX1 ZNHIT1 ZNHIT3 ZRANB3 ZSCAN31 ZSWIM1 ZSWIM3 ZW10 ZWILCH ZYX ZZZ3 ZFP28_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZFP28_TARGET_GENES ADAT1 AGK ANKMY2 ANKS1B ARHGAP27 ARPP21 ATXN2 B3GNTL1P2 BANP BLM BTK BZW2 C12orf75 CACNA1C-AS1 CELF2 CFL1P7 CHN1 CTBP2 DCLRE1C DDX39A DGKA DISC1 ENC1 ENSG00000230021 ENSG00000247131 ENSG00000250041 ENSG00000252904 ENSG00000271860 ENTPD5 FAM230G FBXO38 FNBP1L FSIP2LP GAPDHP55 GPR160P1 GPR85 H2BC9 H3C7 H3P3 HYDIN IFNGR1 IL17RD IL6ST KRBOX5 LINC00339 LINC00343 LINC01585 LINC01620 LINC02013 LINC02940 LOC124900517 LYRM4 MAP2K6 MARCHF6 MARK4 MGP MIOS-DT MIR204 MIR3910-1 MIR3910-2 MIR4422HG MIR4711 MIR548E MITF MMP24OS MMS22L MTCO3P12 MTIF2 MTND5P11 NDEL1 NDUFS2 NEMF NFKB2 P4HA2 PCM1 PDCL3P6 PDZRN3 PHLPP1 PIGFP2 PKIB PLAUR PRKCH PYM1 RAB3IP RAPGEF2 RASA2 RDH12 RFX2 RIMBP2 RN7SKP153 RN7SL404P RNU4-71P RNU6-1078P RNU6-1128P RNU6-226P RNU6-409P RNY3P4 RPL34P11 RPL5 RPS13P3 RPS15AP16 RPS23P9 SAMD14 SELENOWP1 SETP11 SETP16 SLC1A4 SLC25A21-AS1 SLC26A10P SLC35A5 SLC6A15 SNRPGP1 SPANXB1 SPTBN2 THAP12P5 THRB-AS1 TK2 TMEM116 TMEM30B TTN-AS1 UBE2Q2 USP6NL VPS51 YWHAE YWHAEP1 YWHAEP5 ZBTB46-AS1 ZFPM2 ZMYM4 ZNF345 ZNF624 ZNF790 ZFP36L1_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZFP36L1_TARGET_GENES AGBL5 AGBL5-AS1 ALOXE3 ANG B4GAT1 B4GAT1-DT BCAR3 C2orf42 CFAP418 DPP9 FBXO31 FMC1 FMC1-LUC7L2 GTF2H4 H3C9P H4C8 HCFC1 HCG14 HJV HMGN4 HSPA6 ILF2 KNL1 LASP1 LIMD1-AS1 LINC00240 LINC01556 LINC01623 LINC01962 LINC02453 LINC02739 LOC112267871 LRP3 LTA4H MAP1LC3B MCRIP2 METTL26 MIR4521 MIR4638 MYNN NCOA7 NDUFS7 PAMR1 PHF12 PIPOX PLEKHG2 PLXDC1 POLG POLG-DT POLR3E PPEF1 PPP6R3 PRMT5 PRMT5-DT PSMB3 RAB11A RN7SL1 RN7SL2 RNASE11 RNASE4 RNF130 RPS29 SACM1L SHF SLC27A4 SMARCC2 SRP68 SUGT1 SUGT1-DT TIA1 TRIM41 TRIM7-AS2 VARS2 VPS53 VTRNA1-1 VTRNA1-2 VTRNA1-3 VTRNA2-1 WBP4 ZNF839 ZFP37_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZFP37_TARGET_GENES CNTNAP2 E2F3-IT1 LINC00431 SERP1 SUMO2P16 TRBV7-4 VDAC1 WNT8A ZFP3_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZFP3_TARGET_GENES ABCA7 ABHD13 ACTG1 ADAR ADH5 ADSL AGAP3 AIF1L AKT1 AKT1S1 ALG8 ANKMY1 ANKRA2 ANKRD13D ANKRD24 ANXA6 ARCN1 ARHGAP45 ARIH1 ARNT ARPC5L ASH1L ASXL3 ATP5MC3 ATP5PD BBX BCL7B BEST1 BRF1 BRWD3 BSN BZW2 C10orf95 C16orf74 C19orf25 C21orf62-AS1 C3 CACNA2D4 CAD CAND1 CAPS2 CASTOR3P CCDC97 CCL22 CCNT1 CCNY CD55 CELF4 CEMIP2 CEP89 CEP95 CGB3 CGB5 CGB8 CHROMR CHST12 CIRBP CLDN16 CLDND1 CMIP CNGA4 CNGB1 CNN2 CNNM1 CNPY4 COL13A1 COLEC11 CPN2 CREB5 CRISPLD2 CROCCP2 CROCCP3 CUX1 CWC25 CYB5R3 CYP3A5 CYP3A51P CYTH4 DDX5 DEGS2 DESI2 DHRS13 DHRS3 DLEU1 DOC2A DPF1 DUBR DUS3L ECE1 EHD1 ELN-AS1 EML2 ENC1 ENSG00000233251 ENSG00000259200 ENSG00000267058 ENSG00000268858 EPHB3 ESCO1 FAAP24 FAM199X FAM216A FAM43A FAM86DP FBN3 FBXL15 FCHO1 FES FLII FRS2 FSD1 FUT5 FUT6 G3BP2 GAB1 GADD45A GDF15 GDI2 GLS2 GOLGA5 GPN3 GRIN3B GTF2F1 GTF2F2 GTPBP3 GUSBP1 HAUS3 HEATR3 HHIPL1 HIC1 HOXA11-AS HOXC-AS1 HOXC9 IL17RC IL4R INO80D-AS1 IQCG IRGQ IRX3 ISL2 ISYNA1 ITGAL-AS1 KCNK1 KCNQ2 KCTD21-AS1 KDM8 KEAP1 KIAA0930 KICS2 KIF1B KLHDC9 KRT18P12 L3MBTL1 LAPTM5 LIG4 LIN52 LINC00339 LINC00620 LINC00882 LINC01363 LINC01686 LINC02018 LINC02868 LLGL1 LMLN LNP1 LONP2 LRP8 LRRC25 LRRK2 LRRK2-DT LSM3P4 LZTS2 MACROD1 MAP1S MAPK8IP3 MARK1 MAST3 MAU2 MED21 MEF2C-AS2 MEOX1 MGAT2 MIEF1 MIR1249 MIR3189 MIR4665 MIR663AHG MKRN2OS MRPL39 MRPS10 MRPS31 MSH5 MSH5-SAPCD1 MST1P2 MTFMT MTO1 MYOZ3 NAT14 NCKAP1L NDNF-AS1 NDUFV2 NDUFV3 NGLY1 NHSL1 NHSL1-AS1 NIBAN3 NLE1 NOL6 NPLOC4 NRXN3 NUP155 OCEL1 OCLN OTX1 OXSM PAPLN PARVG PAXBP1 PBX1 PCDH9 PDE4C PDZD2 PFAS PHACTR2-AS1 PHLDA2 PIK3R1 PIK3R2 PISD PNKP POLN POLR1G POLR2G POU2F2 PPP1R13L PRDM6 PRDM6-AS1 PREB PRKAR1B PRRT2 PSD PTPN2 PTPRS R3HDM4 RB1 RBCK1 RBMS2 RCOR1 RDH13 RFC4 RHEX RHOU RICTOR RMND5B RN7SL446P RNA5SP48 RND1 RNF32 RNF32-DT RNU6-1 RNU7-94P RPL22 RPL23P2 RPL39P38 SAMD14 SCAND3 SCUBE1-AS1 SDR39U1 SERPINB1 SERPINF1 SH3BP2 SHOX2 SIAH1 SIK2 SLAMF8 SLC22A18 SLC25A37 SLC25A3P1 SLC35E1 SLC35E2A SLC4A2 SLC6A12 SMAD3 SNAP23 SNTA1 SORT1 SPRED2 SRFBP1 SRPK1 SRRM5 ST6GALNAC3 STAMBPL1 STAT6 STOML3 SUSD3 TAF6 TARBP2 TBC1D17 TBX1 TBX3 TBXA2R TCF3 TCF7L2 TENT4B TES TFAP2A TGFBR2 TIMM44 TLE5 TLE6 TLL2 TMCC2 TMED7 TMED7-TICAM2 TMEM44 TMEM54 TPD52L2 TPM4 TRIM15 TSHZ2 TSPAN10 TTC1 TTC19 TTC39A TTI2 TUBB3 TXN2 TYSND1 UBA2 UCP2 UTP14A VAC14 VANGL1 VPS37D WARS1 WDR19 WDR25 WDR31 WFDC21P ZBTB11-AS1 ZBTB16 ZBTB7C ZC3H14 ZDHHC12 ZDHHC21 ZFP90 ZKSCAN2 ZMIZ1-AS1 ZNF271P ZNF296 ZNF345 ZNF362 ZNF404 ZNF45-AS1 ZNF536 ZNF576 ZNF790 ZSCAN25 ZSCAN30 ZSWIM7 ZFP82_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZFP82_TARGET_GENES AURKAIP1 CARD8 CCDC180 CDKN2A COX16 DNAJC25 DNAJC25-GNG10 DRG2 DYNC2I1 E2F2 ENSG00000230021 FAM230G FANCA FBLIM1 INTS14 JPX LINC01775 LRRC37A5P MRNIP MROH1 MRPS31P5 MTCO3P12 MTND5P11 NDUFS7 PPP4R1L PRSS16 PSPN RAB5CP1 RN7SKP150 RPL18P10 RPL30P3 SF3A3 SLC24A1 SMG8 SNX14 SSBP1 TMEM242 TMEM242-DT UBXN4 VPS51 WDR11 WDR11-DT WEE2-AS1 ZNF746 ZFP91_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZFP91_TARGET_GENES AAAS AACS ABCA4 ABCA7 ABCC12 ABCD3 ABCG4 ABHD6 ABHD8 ABI1 ABR ACAP3 ACBD3-AS1 ACOT13 ACSM1 ACSM3 ACTL6B ACTL8 ACTN2 ACTR1B ACVR1 ADAMTSL5 ADARB1 ADCK1 ADCY6 ADCY6-DT ADGRB2 ADGRD1 ADGRG1 ADH5 ADNP ADORA1 ADPRHL1 ADRA1A ADRB3 AGA AGA-DT AGO2 AGO3 AGPAT4 AHCY AHCYL2 AHDC1 AIFM1 AKR1B1 AKT2 ALDOA ALKBH5 ALOX12-AS1 ALOXE3P1 AMBRA1 AMER1 ANAPC7 ANGEL2 ANKFN1 ANKMY1 ANKRD10 ANKRD13B ANKRD17 ANKRD24 ANLN ANO10 ANO5 ANO6 ANP32E ANXA2R-AS1 AOX1 AP3B2 AP4M1 APOBEC3B APRT AQP8 ARFGEF1 ARHGAP1 ARHGAP33 ARHGDIB ARHGEF1 ARHGEF12 ARHGEF19 ARHGEF2 ARID3A ARMC9 ARMT1 ARPC5L ARPIN ARPIN-AP3S2 ARRDC3 ARRDC4 ASAH1 ASAH1-AS1 ASAP2 ASB16-AS1 ASCC2 ASH2L ASL ATG2A ATG5 ATOH1 ATOH8 ATP6V1F ATP6V1G2 ATP6V1G2-DDX39B ATP8B1-AS1 ATXN1 ATXN1-AS1 ATXN2 ATXN7L1 AURKAIP1 AXIN2 AXL B2M B4GALNT1 B4GALT1-AS1 B4GALT5 B4GAT1 B4GAT1-DT BACE2 BAZ1B BAZ2A BBC3 BBS10 BCL9 BCL9L BCR BCRP8 BDH2 BDNF-AS BICD1 BICRA BICRA-AS2 BICRAL BOLA3-DT BORCS5 BORCS8 BORCS8-MEF2B BPIFB6 BPNT2 BPTF BRD3OS BRPF3 BRPF3-AS1 BSG BTBD2 BTF3L4 C10orf88 C19orf25 C19orf38 C19orf53 C19orf73 C1R C1orf122 C1orf43 C2 C2CD2L C2orf92 C5AR1 C5orf47 C6orf136 CACNA1A CACNG5 CACNG7 CALN1 CALR CAMKK2 CAPS2 CARF CASC11 CASP8 CASP8AP2 CASP9 CASTOR1 CATIP CBLN1 CBX6 CCAR2 CCDC160 CCDC28B CCDC47 CCDC85C CCDC9 CCL24 CCN1 CCNB3 CCNG2 CCNH CCP110 CCS CCT7 CD2BP2 CDC14A CDC25B CDC37 CDIPT CDIPTOSP CDK18 CDK3 CDK4 CECR2 CECR7 CENPE CENPJ CENPM CEP128 CEP250 CEP85L CEPT1 CERCAM CFAP157 CFAP46 CFAP91 CFDP1 CFP CHAC1 CHD4 CHD9NB CHMP4A CHP1 CHPF CHRNA1 CIRBP CITED1 CKAP5 CKLF CLDN5 CLDN6 CLDND1 CLIC1 CLIC2 CLN3 CLUH CNNM4 CNOT10 CNPY2-AS1 COL16A1 COL1A1 COLGALT1 COMMD8 COPS7A COQ8B COTL1 COX10 COX6B2 CPB2-AS1 CPD CPEB1 CPEB1-AS1 CPLANE2 CPS1 CRADD-AS1 CREB3L1 CRELD1 CRTAP CRTC1 CRYGEP CS CSF2RB CSK CSNK1E CSNK2B CSPG4 CSRP2 CTNNA3 CTNNBIP1 CYP19A1 CYP1A1 CYP27B1 CYP4B1 CYRIB CYTH1 CYTH2 DAGLB DBP DCAF10 DCAF11 DCBLD1 DCTD DCUN1D2 DCXR DCXR-DT DDX10 DDX42 DDX53 DENND3 DENND4B DERL1 DEUP1 DEXI DGKA DGLUCY DGUOK-AS1 DHRS12 DIAPH2 DIDO1 DIO1 DIPK2A DLG1 DLG2 DLG3 DMAC2 DNAH9 DNAJB1 DNAJB5 DNAJB5-DT DNAJC10 DNAJC14 DNAJC16 DNAJC25 DNAJC25-GNG10 DNAJC6 DNAJC8 DOCK7 DOCK7-DT DOHH DOK4 DONSON DPAGT1 DPF3 DPP9 DSTYK DUS1L DUSP19 DUSP7 DUSP8 DVL3 DYNLL1 DYSF E2F2 E2F3 EARS2 EBI3 ECI1-AS1 ECT2 EDEM1 EEF1A1P7 EEF1AKMT3 EFCAB11 EFCAB14 EFCAB7 EFHD1 EFNB1 EGFEM1P EGFR-AS1 EHMT2 EIF2AK3 EIF2AK3-DT EIF2B4 EIF2S3 EIF3H ELMO2 ELP3 EMC9 EMSY EN2 EN2-DT ENDOG ENPP6 ENSA ENSG00000187951 ENSG00000230615 ENSG00000233230 ENSG00000235189 ENSG00000235978 ENSG00000237654 ENSG00000245651 ENSG00000250041 ENSG00000264845 ENSG00000266976 ENSG00000267288 ENSG00000282904 ENSG00000282936 ENTPD7 EP400P1 EPB41 EPC1 EPHA1 EPHX1 EPM2A-DT EPOP EPS15 ERCC1 ERF ERGIC1 ERICD ERICH6 ERICH6-AS1 ERRFI1 ERRFI1-DT ERVV-2 ESAM ESF1 ESRRB ETF1 ETFBKMT ETHE1 ETS1 ETV3 ETV5 ETV6 EWSR1 EXD1 EXOSC7 EXPH5 F8 FAM117B FAM131A FAM13A FAM149A FAM182B FAM222A-AS1 FAM230C FAM234B FAM43A FBLN7 FBRS FBXL7 FBXO11 FBXO2 FBXO24 FBXO44 FBXO5 FBXO9 FBXW7 FCHO1 FCSK FER FER1L4 FEZ1 FGD5P1 FGGY FIS1 FIZ1 FKBP8 FLAD1 FLII FLNA FLNC-AS1 FMO5 FNDC11 FNIP2 FOXN4 FOXO4 FRYL FUNDC1 FZD2 FZD9 G3BP1 GABBR1 GAL3ST1 GALE GALNT11 GAN GAS2L1 GATA3 GATA3-AS1 GATAD2A GBA2 GCN1 GFI1B GGA1 GGT1 GHDC GIPC1 GIT1 GIT2 GJD3 GLRX GLT8D2 GMEB1 GMEB2 GMFB GNA12 GNB1 GNB1-DT GNB4 GNL3L GNRHR2 GNS GOLGA3 GON4L GP9 GPAM GPR158 GPR63 GPS1 GRHL1 GSE1 GSTO1 GTDC1 GTF2A2 GTF2H1 GUCY2C-AS1 GXYLT2 GYPC H2AX HAPLN3 HAPLN4 HAUS2 HBP1 HCFC1 HDAC5 HDGF HDLBP HEMK1 HERPUD2 HERPUD2-AS1 HES1 HES2 HES6 HEXIM1 HIBADH HIBCH HIF1AN HIPK2 HIVEP3 HMG20B HMGB1P28 HMGB3 HNRNPH3 HNRNPL HOMER1 HOXC13 HOXD8 HPS3 HROB HSP90AB1 HTATSF1 HTD2 HYAL2 IBA57 IDI1 IER2 IER5 IFFO2 IFITM9P IFNAR2 IFT43 IFT81 IGFBP6 IGKV6D-41 IKBKB IKBKB-DT IKBKE IKZF4 IL18BP IL1R1 ILVBL INCA1 ING2 ING2-DT INIP INKA2 INKA2-AS1 INPP5A INPP5J INPPL1 INTS6 INTS6-AS1 IPO8 IQANK1 IQCF5-AS1 IQCG IQCH-AS1 IRAG1 IRAK4 IREB2 IRF2BP1 IRGQ ISLR ITGA3 ITGB1 ITGB3BP ITIH1 ITM2C ITPK1 ITPKC ITPRIPL1 ITPRIPL2 IZUMO4 JAK2 JMJD4 JPH4 KANSL3 KCNH3 KCNIP2-AS1 KCNK7 KCNN1 KCTD10 KCTD11 KCTD21 KCTD3 KCTD8 KDELR2 KDM4C KDM6B KHDC4 KIAA0753 KIAA0930 KIAA2013 KIF1C KIF6 KIF9-AS1 KLC3 KLC4 KLHL25 KLHL5 KLK8 KLRK1-AS1 KMT2A KPNA2 KPNA6 KRT222 KRT8 KRTAP5-AS1 KSR1 KTN1 KTN1-AS1 KYAT1 L1CAM-AS1 LANCL1 LARP1 LAT LCNL1 LCORL LENG9 LEPR LEPROT LETMD1 LGR6 LHX6 LIG3 LIM2-AS1 LINC00115 LINC00540 LINC00630 LINC00680 LINC00680-GUSBP4 LINC00690 LINC00847 LINC00881 LINC00896 LINC01094 LINC01128 LINC01132 LINC01182 LINC01358 LINC01366 LINC01625 LINC01665 LINC01690 LINC01825 LINC01962 LINC02028 LINC02246 LINC02340 LINC02356 LINC02391 LINC02405 LINC02419 LINC02573 LINC02575 LINC02593 LINC02615 LINC02643 LINC02904 LINC02926 LINC03020 LINGO1 LINGO1-AS1 LMAN2L LMBR1 LMBR1L LMCD1 LMCD1-AS1 LMNA LMO2 LPIN1 LPXN LRATD2 LRCH4 LRFN3 LRIG1 LRP4-AS1 LRP6 LRRC23 LRRC51 LRRC8A LRSAM1 LSM12 LSR LTK MACF1 MAFG MAGI1 MAIP1 MAMLD1 MAP1S MAP3K11 MAP3K12 MAP3K4 MAP3K7 MAP4K2 MAPK14 MAPK8IP1 MAPKAP1 MAPKAPK2 MAPKAPK3 MAPRE2 MARCHF3 MARK4 MAST1 MAT2B MAU2 MB21D2 MBD5 MBOAT7 MCEMP1 MCM7 MCOLN1 MCRIP2 MCUR1 MECOM MED11 MED13L MED22 MEF2D MEIS1 MEIS3 METAP1 METAP2 METTL1 METTL21A METTL26 METTL7A MGAT4B MGRN1 MGST1 MIA2 MIA2-AS1 MICAL2 MICAL3 MIDEAS MIEF2 MIF MIGA2 MILIP MINDY2 MINDY2-DT MIR22HG MIR3197 MIR3677HG MIR4726 MIR548AW MIR550B1 MIR607 MIR762HG MKI67 MKLN1 MKLN1-AS MKNK1 MLLT6 MLXIP MMAA MMP15 MMP17 MNT MOB3A MOB3C MOCOS MORC2 MPLKIP MPP1 MPP2 MPZL1 MRAS MRM1 MROH8 MRPL2 MRPL39 MRPL42P1 MRPL44 MRPL55 MRPS17 MRPS2 MRRF MRTFA MRTFB MSH5 MSH5-SAPCD1 MSL1 MSLNL MTERF2 MTMR11 MTTP MVP MVP-DT MYH10 MYLK MYO9A NAA25 NAA60 NABP2 NASP NATD1 NAV1 NAV3 NBAS NBEAL1 NBPF1 NBPF11 NBPF12 NBPF15 NBPF3 NBPF9 NBR2 NCOR2 NCS1 NDUFB9 NEBL NEDD4L NEK6 NEU1 NFATC4 NFIA NFIB NFIC NFIX NFKBIE NFKBIL1 NFYC NICN1 NIFK NIPSNAP2 NKD2 NKILA NKX2-5 NKX3-2 NME3 NMUR1 NOL12 NOS2P4 NOS3 NPM3 NPY1R NR2C2AP NR2F2 NR2F2-AS1 NR3C2 NRL NRXN3 NSMAF NUCB1 NUCB2 NUMA1 NUP58 OAF OGA OR4K5 OR52A4P ORC4 OSBPL5 OSGIN1 OSR2 OTOG OTUB2 OTUD7A OXR1 P2RX3 P2RX6 PACSIN2 PAFAH1B2 PAK4 PALD1 PAN3 PAN3-AS1 PAPOLA PAPOLA-DT PARD3B PATL2 PBX1 PBX2 PCAT6 PCF11 PCGF6 PCM1 PCNX3 PCSK7 PCYT1B-AS1 PDE2A PDIK1L PDXK PELI2 PER2 PES1 PEX11B PEX19 PEX5 PFDN4 PFKP PHETA1 PHF23 PHLDA1 PHLDA1-DT PHOSPHO1 PHPT1 PHRF1 PI4K2A PI4KA PIAS3 PIAS4 PICALM PICART1 PIERCE1 PIEZO1 PIGR PIK3C3 PIK3CB PISD PITX1 PJVK PLA2G4C PLA2G6 PLAT PLBD2 PLD1 PLEKHH1 PLP1 PMEPA1 PMP22 PNPLA6 PNPO POC1A POC1B POC1B-GALNT4 POGK POGZ POLA1 POLDIP3 POLG2 POLI POLR1G POLR2B POLR3E POP5 PORCN PORCN-DT POU2F1 PPFIA3 PPP1R13L PPP1R14A PPP1R14B PPP1R14B-AS1 PPP1R14C PPP1R18 PPP2R5B PPP4R3A PRCC PRDM1 PRICKLE1 PRKAG1 PRKAR1A PRKCSH PRKD2 PRKRA PRMT3 PRMT5-AS1 PROCA1 PROSER2 PROSER2-AS1 PRPF39 PRPF8 PRPH PRR14 PRR14L PRRT1 PRSS33 PSD2 PSEN2 PSMD9 PSME4 PSTK PTGES2 PTGES2-AS1 PTGR3 PTMA PTPN1 PTPN21 PTPN4 PTPRS PUS7L PUSL1 PYM1 QRICH1 RAB11A RAB11FIP1 RAB30 RABGGTB RAD51AP1P1 RAMACL RAN RANBP1 RANGRF RAP1A RARA RASA4DP RASSF5 RBBP4 RBL1 RBM15 RBM18 RBM23 RBM27 RBM39 RBM44 RBMS2 RBPMS2 RCAN1 REEP4 RELA REM2 RERE REV3L REXO1 REXO2 RFC2 RFNG RFPL1S RFT1 RFX5 RFXANK RGS10 RGS12 RGS16 RGS9 RHOC RHOD RHOQ RIC8A RMND1 RN7SL466P RN7SL774P RNA5SP319 RNASEK RNASEK-C17orf49 RNASET2 RND1 RNF227 RNF44 RNPS1 RNU6-992P RNVU1-15 RNY3 RO60 ROBO1 RPE RPL10P8 RPL12 RPL17P41 RPL21 RPL23AP53 RPL23AP8 RPL29P34 RPL35A RPL7A RPL7AP77 RPN2 RPP14 RPS6KA1 RPS6KL1 RPSAP71 RRAGB RTCA RTCA-AS1 RTN4IP1 RYK S100A16 SAMD13 SAMMSON SANBR SARAF SARDH SATB2 SBDS SCARNA16 SCNN1A SCP2 SDAD1P1 SDSL SEC13 SEC14L1 SEC14L2 SEC1P SEC22C SEC31A SELENOM SEMA3B SEMA3B-AS1 SEMA4C SEMA6B SEMA6C SEPHS2 SEPTIN9 SERGEF SERPINF1 SERTAD2 SERTAD3 SETD2 SETP16 SF3A3 SFXN5 SGK3 SH2D6 SH3BGR SH3PXD2B SHB SHISA5 SHKBP1 SIDT2 SIGLEC22P SIGLEC6 SLC12A5 SLC16A3 SLC22A17 SLC25A12 SLC25A22 SLC25A23 SLC25A28 SLC25A28-DT SLC25A37 SLC25A46 SLC25A53 SLC26A6 SLC27A1 SLC29A4 SLC2A4 SLC35C1 SLC35D1 SLC39A13 SLC39A8 SLC44A2 SLC4A11 SLC4A1AP SLC6A9 SLC8B1 SLC9A6 SLC9A9 SMAD6 SMAP2 SMARCA2 SMARCA4 SMARCB1 SMG1P2 SMYD2 SNAP29 SNAP47 SND1 SNED1 SNHG12 SNHG20 SNORA70J SNORD45C SNPH SNUPN SNX12 SNX32 SNX8 SOCS2 SOHLH2 SORBS1 SOSTDC1 SOX5 SP2-AS1 SP3 SPACA6 SPACA6-AS1 SPATA24 SPATA41 SPATC1L SPIN1 SPN SPPL2A SPRY1 SPRY4 SPSB1 SQSTM1 SREBF1 SREBF2 SRF SRGN SRP54 SRRM5 SRSF9 SSBP4 SSR4P1 ST3GAL2 ST3GAL3 STK35 STK36 STKLD1 STX16 STX16-NPEPL1 STX2 STX3 STX5 STX5-DT SUB1 SUCLG2 SUCLG2-DT SUGCT SUGP1 SULT2B1 SUMF1 SUPT7L SURF4 SUSD6 SYCP2L SYNCRIP SYPL2 SYT7 SYTL4 SZRD1 TAF6L TAGLN2 TAL1 TAOK3 TAPT1 TARS2 TATDN1 TBC1D13 TBCC TBCK TBKBP1 TBXAS1 TCF7 TCN2 TCP10L TCP11L2 TDG TDP1 TDP2 TEKT4 TELO2 TEN1-CDK3 TENT5B TEX2 TEX45 TFDP1 THAP9-AS1 THBS3-AS1 THUMPD2 TK2 TKT TLCD3B TLCD4 TLCD4-RWDD3 TLE4 TM2D1 TMC6 TMCO3 TMED1 TMED10 TMEM119 TMEM120B TMEM123 TMEM140 TMEM143 TMEM145 TMEM160 TMEM164 TMEM167A TMEM176B TMEM184B TMEM187 TMEM198 TMEM198B TMEM232 TMEM236 TMEM241 TMEM245 TMEM248 TMEM37 TMEM39B TMEM74 TMEM91 TMUB2 TMX2 TNFRSF12A TNK2 TNRC18 TNRC6B TOLLIP TOM1L2 TOPBP1 TPRA1 TRA2A TRAF3IP2-AS1 TRAPPC14 TRAPPC2B TRAPPC8 TRAPPC9 TRIB1 TRIM21 TRIM44 TRIM65 TRIP10 TRMT10A TRMT2A TRPS1 TRPV6 TRRAP TSC1 TSC22D1 TSC22D3 TSC22D4 TSHZ2 TSPAN3 TSPAN31 TTC21B TTC23 TTC39A TUBA1C TUBAL3 TUBAP14 TUBBP9 TULP2 TWSG1 TWSG1-DT TXNDC11 TXNDC12 TXNDC17 TYW1 TYW5 UBALD1 UBALD2 UBAP2L UBASH3B UBE2D2 UBE2E2 UBE2E2-DT UBE2F UBE2F-SCLY UBE2I UBE2N UBE2V1 UBE3B UBFD1 UBR5 UGGT2 UHRF2 UNC13A UPP2 UQCC6 USF3 USP10 USP2 USP22 USP30 USP35 USP36 USP45 USP49 UTP23 UTS2B UVSSA VAMP4 VAPA VASH1 VASH1-DT VASN VASP VAT1 VDAC1P13 VEGFD VGF VKORC1L1 VPS37D VPS51 VPS8 VPS9D1 VPS9D1-AS1 VSTM2L WASH3P WDR37 WDR43 WDR5 WDR5-DT WDR81 WDR89 WDSUB1 WFDC21P WIZ WRAP73 WWC2-AS1 XIST XPO7 XPR1 XRCC4 XXYLT1 YARS1 YBX3 YIPF1 YJU2B YOD1 YPEL2 YPEL5 YRDC YTHDC2 YWHAEP7 ZBTB12 ZBTB22 ZBTB47-AS1 ZBTB7A ZBTB7C ZBTB8A ZBTB8OS ZC3H13 ZDHHC23 ZFAND1 ZFAND3 ZFAND3-DT ZFAND5 ZFAND6 ZFP64 ZFP69 ZFP91 ZFP91-CNTF ZFTA ZFX ZKSCAN3 ZKSCAN8P1 ZMYM3 ZMYM4 ZMYM6 ZNF12 ZNF256 ZNF275 ZNF408 ZNF416 ZNF436-AS1 ZNF44 ZNF48 ZNF524 ZNF547 ZNF548 ZNF551 ZNF564 ZNF575 ZNF576 ZNF581 ZNF596 ZNF609 ZNF623 ZNF628-DT ZNF644 ZNF668 ZNF672 ZNF683 ZNF684 ZNF700 ZNF703 ZNF76 ZNF783 ZNF792 ZNF865 ZSCAN5A ZSCAN5A-AS1 ZSWIM4 ZYG11B ZIM3_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZIM3_TARGET_GENES ABCA3P1 ABCB7 ABCC3 ABCE1 ABHD16A ABI1 ACACA ACACB ACAD8 ACADS ACADVL ACAP3 ACLY ACOD1 ACOXL-AS1 ADD1 ADD3 ADGRE3 ADGRF4 ADGRL2 ADIPOR1P1 ADPGK-AS1 AFDN AGAP3 AGBL1 AGPS AK9 AKAP9 ALDH1B1 ALDH1L1 ALDH7A1 ALG13 ALG8 ALG9 ANAPC10 ANAPC15 ANAPC7 ANG ANK3 ANKRD55 ANKRD6 ANKS3 ANO4 ANP32E ANXA2 ANXA3 AP2A2 AP3B1 AQP4 ARHGAP32 ARHGAP9 ARHGEF10L ARHGEF12 ARHGEF2 ARHGEF28 ARHGEF7 ARID3B ARL8B ARMC2 ARMCX5 ARMCX5-GPRASP2 ARNT ART3 ASAP1 ASCC3 ASIC4-AS1 ATF4 ATF7IP ATG4C ATM ATOH1 ATP13A4 ATP5F1EP2 ATP5MFP4 ATP6V0A1 ATRX ATXN1 ATXN3 ATXN3L BABAM1 BACH2 BBX BCAS2P2 BCL3 BCL6 BLTP1 BLVRA BMP6 BMPR1B BMS1 BMS1P19 BRF2 BTBD10 BUB1 C11orf80 C12orf76 C17orf75 C17orf97 C18orf54 C1QTNF3 C1orf100 C1orf159 C5orf22 C6orf89 C8orf34 CA14 CA5B CABLES2 CACNA1C CACNG2 CACYBPP1 CALCRL CAPN2 CAPZB CARD8 CASC3 CATSPERG CC2D2B CCDC144BP CCDC144NL-AS1 CCDC192 CCDC28A CCDC28A-AS1 CCDC28B CCDC70 CCDC80 CCDC87 CCDC91 CCL27 CCS CCT6A CD24 CD300C CD4 CD59 CD69 CD84P1 CDC25A CDC37L1 CDC42BPA CDC42SE1 CDC73 CDK11A CDK11B CDK3 CDK5RAP1 CDKL3 CDKN2B CEMIP CEP162 CEP192P1 CEP57 CEP72-DT CEP83 CEPT1 CFAP45 CFAP61 CFAP65 CFLAR CHD2 CHEK2 CIC CIITA CKMT2-AS1 CLCN3 CLIP1 CLMP CLOCK CLPSL1 CLPTM1L CLTCL1 CMC2 CMYA5 CNDP1 CNOT2 CNOT6L CNTFR-AS1 COA1 COL21A1 COL6A3 COL6A5 COMMD10 COPS4 COPS7B COQ5 COQ8A COQ8B COX15 COX6CP6 COX7A1 COX7BP6 CREBBP CREBRF CRYBG2 CRYL1 CSDE1 CSF1R CSGALNACT1 CSK CSNK1A1 CSNK1E CSRP2 CTBP2P6 CTPS2 CTTNBP2 CUTC CYCSP4 CYP1B1-AS1 CYP27C1 CYRIA CYRIB DAD1 DAP-DT DAPK3 DBP DDR1 DDX19B DDX24 DDX50 DDX52 DENND2B DENND4A DEPDC4 DERL2 DHRS2 DHRS7 DIS3L DISC1 DIXDC1 DKC1 DLG3 DLGAP1-AS2 DLX1 DMAP1 DNAAF1 DNAJB12 DNAJC5G DNM1L DNM1P35 DNM3OS DOCK2 DOP1B DRG2 DROSHA DSG1-AS1 DSTYK DTL DUS1L DUSP5-DT DUSP6 DYM DYNC1I2 DYNC1LI2 DZIP1L E2F2 EBLN3P EFCAB5 EFCAB6 EFCAB6-DT EHMT1 EIF4ENIF1 EIF4G3 EIF5B ELF2P3 ELL2 ELP3 EMC3 EMC3-AS1 EMSY EMSY-DT ENPP3 ENSG00000224675 ENSG00000230021 ENSG00000230392 ENSG00000232995 ENSG00000234255 ENSG00000247416 ENSG00000248964 ENSG00000251922 ENSG00000252274 ENSG00000260378 ENSG00000264985 ENSG00000266401 ENSG00000278899 ENSG00000280852 ENTPD7 ENY2 EPB41L3 EPC1 EPN3 ERLIN1 ERVE-1 ESCO2 ESR1 ETFBKMT ETV1 EVA1C EXOC1 EXOSC10 EYA1 FA2H FAM168A FAM186B FAM204A FAM227A FAM228B FAM230G FAM3A FAM47B FAM76B FAM83A-AS1 FANCD2P2 FAT3 FAXC FBN2 FBXO16 FBXO36P1 FDXR FGD6 FGF13 FGGY FIS1 FMO9P FNBP1P1 FNDC3A FOXP1 FOXP1-DT FRMD3 FRY FTH1P25 FUBP1 FYB1 G3BP2 GABPB2 GABRA3 GALK2 GAPDHP73 GAPLINC GAR1 GAR1-DT GARNL3 GARS1 GARS1-DT GAS2L3 GAS5 GAS7 GATAD2A GBA1 GCNT1P3 GCNT2 GDI2 GINS1 GLB1L3 GLT8D2 GLUL GMPR2 GNB1 GNL1 GNPNAT1 GOSR1 GPALPP1 GPBP1L1 GPR179 GPR22 GPR82 GPRC5B GPX8 GRHPR GRM8 GSTCD GSTP1 GUCY2EP H2AC25 H2BC15 H2BC26 H4C5 H4C8 HADH HAUS3 HAVCR1 HCFC2 HCG21 HDAC6 HDAC7 HELQ HEPACAM HEXA-AS1 HIBCH HIC1 HIVEP1 HLA-DQB1-AS1 HLA-V HMCN1 HMGB1 HMGB1P28 HNRNPA1P31 HNRNPC HNRNPUL1 HPS1 HSF1 HSPA4L HYAL4 HYKK IAH1 ICA1 ID3 ID4 IDE IFT80 IGF1R IGFLR1 IGLV3-24 IK IL17D IL31RA IL6ST ILRUN-AS1 ING3 INPP5A INSIG2 INTS12 INTS14 INTU IPO11 IPO4 IPO5 IQCH IQCJ IQCJ-SCHIP1 IST1 ITGAL ITGB1 ITM2C IZUMO2 JADE1 JAM3 JPX KANSL1 KCNA1 KCNN4 KCTD1 KCTD21-AS1 KCTD5 KCTD9P5 KDM5B KDR KHDC4 KIAA0753 KIAA1217 KIAA1586 KIAA2012-AS1 KIF1B KIF7 KLC1 KLF7 KLHL10 KLHL22 KLRK1 KMT2C KPNA3 KRBOX4 KRT32 KRTAP10-5 LAPTM4A LATS1 LCE3D LDHAP1 LEF1-AS1 LETM2 LIG1 LIG3 LIMS1 LIMS1-AS1 LIMS2 LINC-PINT LINC00242 LINC00449 LINC00596 LINC00649 LINC00887 LINC00910 LINC00928 LINC01033 LINC01101 LINC01114 LINC01182 LINC01206 LINC01345 LINC01364 LINC01485 LINC01548 LINC01572 LINC01581 LINC01603 LINC01619 LINC01944 LINC02073 LINC02100 LINC02268 LINC02340 LINC02448 LINC02526 LINC02540 LINC02541 LINC02583 LINC02740 LINC02768 LINC02779 LINC02873 LINC03000 LINC03046 LINC03047 LINC03048 LINC03065 LINC03066 LINCMD1 LIPE-AS1 LLPHP3 LNCATV LNCTSI LOC101929269 LOC105371430 LOC124900518 LRCH3 LRIF1 LRIG1 LRRC63 LRRC8A LRRK1 LRRK2 LRRK2-DT LRSAM1 LSM6 LTBP1 LTBP4 LYAR LYRM4 LYRM9 LYSMD4 MACF1 MAD1L1 MAEA MAGI1 MAGI2-AS3 MAMDC2-AS1 MAML1 MAN2C1 MAP1S MAP3K7CL MAP3K9 MAP3K9-DT MAPK10 MAPRE3 MAPT MARK3 MAST1 MAST2 MAST4 MB MBTPS1-DT MCCC2 MCFD2 MDM1 ME2 MECP2 MED12L MED23 METRNL METTL16 METTL25B MFAP3 MGAT4D MGST3 MIR1273C MIR1302-4 MIR191 MIR217HG MIR335 MIR3691 MIR425 MIR4438 MIR450A1 MIR450A2 MIR450B MIR4510 MIR4716 MIR5087 MIR523 MIR525 MIR548H5 MIR584 MIR591 MIR6086 MIR6722 MIR6823 MIR8086 MIS12 MKNK1-AS1 MLIP MLLT3 MLX MMAA MOCS2 MORF4L1P7 MORN5 MPPE1 MPZ MREG MRPL22 MRPL37 MRPL39 MRPL50 MRPS14 MRPS22 MRPS31 MRPS31P5 MRTFB MSH2 MTCO3P12 MTDHP4 MTHFD2P3 MTMR1 MTMR12 MTND5P11 MTRF1 MTRFR MTRR MXRA7 MYB MYNN MYO15B MYOT NADK2 NAV2-AS3 NCAM1 NCOA4P4 NCOA7 NCOR1 NDUFA2 NDUFAF3 NEDD8 NEDD8-MDP1 NFE2L3 NFIA NFIL3 NFU1 NHSL2 NIBAN1 NICN1 NID2 NIN NKAIN1 NKAIN2 NKAP NOL4L NOP2 NOS2 NR1H2 NRAS NRG4 NT5C NT5C2 NT5C3A NT5C3B NUDT13 NUDT16-DT NUDT19P5 NUF2 NUFIP1 NUP155 NUSAP1 NWD1 OAF OAS1 ODAD4 ODF4 OFCC1 OGDHL OLFM1 OR1AB1P OSBPL8 OSTF1P1 OTUD7B OXR1 PA2G4P4 PAICSP3 PANK2 PAPOLA PAPOLG PAQR3 PARP6 PATJ PAX8-AS1 PCID2 PCM1 PCNX2 PCTP PDCL2P2 PDE1A PDGFRL PDIA5 PDS5B PECR PFKFB4 PFKM PGAM1P5 PGAP4 PGD PGGHG PHC3 PHETA1 PHF10 PHF13 PHF21A PHIP PHKA2-AS1 PHLDA1-AS1 PIAS2 PIK3IP1-DT PIP4K2B PJA1 PJA2 PKD2 PKP4 PLA2G6 PLAU PLCH1 PLCL2 PLCXD2 PLD3 PLEKHG5 PLEKHM1 PLS3 PMM2 PNKD PNPLA3 POGLUT3 POLG2 POLN POLR3C POLR3E POLR3H PPARG PPIAP51 PPIAP55 PPIAP82 PPIL6 PPL PPM1A PPM1K PPM1K-DT PPM1M PPP1CC PPP1R13B PPP2R2A PREX1 PRKACB PRKAR1B PRKCH PRR13P2 PRR13P3 PRR3 PRRT1B PSEN2 PSMA4 PSMD11 PSMD3 PTGIR PTK7 PTPN12 PTTG1IP PYCR1-AS1 QRICH1 R3HDM2 RABEP2 RABGAP1L RAD23A RAD54L2 RAET1K RANGAP1 RAPGEF4-AS1 RAPGEF6 RASGRF2 RASL11B RBBP7 RBM11 RBM17 RBM22 RBM33 RBM41 RBM43 RBM47 RCAN2 RCC1 RCOR1 RD3 REG4 REN REPS1 REV1 RFX4 RGS12 RGS5 RHOC RHOT1 RLBP1 RLN1 RMDN1 RN7SKP141 RN7SL268P RN7SL30P RN7SL336P RN7SL442P RN7SL604P RN7SL674P RN7SL823P RN7SL845P RNA5SP158 RNA5SP356 RNA5SP40 RNA5SP512 RNASE4 RNF115 RNF146 RNF20 RNF4 RNF43 RNGTT RNPC3 RNPC3-DT RNU2-4P RNU4-5P RNU5E-4P RNU5F-3P RNU5F-8P RNU6-1035P RNU6-1062P RNU6-147P RNU6-215P RNU6-236P RNU6-344P RNU6-36P RNU6-454P RNU6-490P RNU6-639P RNU6-999P RNU6ATAC24P RNU7-61P RNU7-74P RNU7-80P RNVU1-14 RNVU1-21 RNY4P27 ROR2 RPE65 RPL12 RPL17P12 RPL17P37 RPL17P50 RPL21P66 RPL29P15 RPL29P19 RPL29P25 RPL35P8 RPL37 RPL38 RPL3P9 RPL4 RPL7AP54 RPL7L1 RPL7P34 RPS12P23 RPS17 RPS29P7 RPS8 RPSAP64 RRAGA RRM2P3 RSPH4A RUFY2 RXFP2 RXFP4 S100A10 S100A13 S100A14 S100A2 S1PR3 SAAL1 SARAF SAT1 SAXO1 SAYSD1 SCAF11 SCAND1 SCAPER SCGB1D2 SCIN SCLT1 SCN2A SCNM1 SCNN1A SDHAF3 SEC14L1 SEC14L1P1 SEC16B SEC22B SEC23IP SELENOP SELENOTP2 SELL SEMA4A SEMA6D SENP7 SEPHS2 SEPTIN9 SERINC3 SETD5 SF3B2 SFN SGCA SGK1 SGK3 SH3BP5 SH3BP5L SH3D21 SH3GL1 SH3GLB1 SH3TC2-DT SHC3 SHOC1 SIMC1 SIPA1L1-AS1 SIRPG SIRT2 SLC15A1 SLC16A1 SLC16A4 SLC22A2 SLC22A4 SLC24A1 SLC35A5 SLC38A2 SLC38A4-AS1 SLC39A14 SLC49A3 SLC4A1AP SLC50A1 SLC5A1 SLC7A14 SLFN13 SMAD4 SMARCA5-AS1 SMARCD2 SMARCD3 SMARCE1P3 SMC4 SMNDC1 SMO SMPD2 SNCAIP SNF8 SNHG25 SNORA11B SNORA23 SNORA50C SNORA62 SNORA73 SNORA75 SNORD104 SNORD118 SNORD121B SNORD38A SNRNP40P1 SNRPEP9 SNRPGP10 SNTB1 SNX13 SON SOX13 SOX6 SOX9-AS1 SP2 SP2-DT SPAG9 SPART SPART-AS1 SPECC1 SPECC1P2 SPEF2 SPPL3 SPRED2 SPRYD4 SRGAP3 SRRM2 SRRM3 SSBP1 ST20 ST3GAL1 ST3GAL1-DT ST7L STARD6 STARD7 STAT3 STK17A STK33 STMND1 STRA6 STXBP5L STYK1 SUCLA2 SUPT5H SVOP SWT1 SYBU SYCP1 SYNE1-AS1 SYNE2 SYNJ2 SYPL2 SYT16 SYTL2 TAB2 TAC3 TACO1 TADA1 TAGLN2 TANK-AS1 TARBP1 TAS2R30 TATDN1 TAX1BP1 TBC1D15 TBC1D28 TBC1D3P7 TBCCD1 TBCD TCL6 TCP10L2 TDRD9 TEN1-CDK3 TENT4B TENT5B TEX41 TH2LCRR THAP10 THEG5 THRB-AS1 THSD1 THUMPD3-AS1 TIMM29 TIMM44 TJP3 TLE1-DT TLR4 TM7SF2 TM9SF2 TMCC1 TMEM116 TMEM123 TMEM196 TMEM201 TMEM202-AS1 TMEM218 TMEM242 TMEM242-DT TMEM26 TMEM69 TMEM97P1 TMOD3 TMPRSS3 TNFAIP8L2 TNFRSF13B TNPO1 TOM1L2 TRAF3IP2 TRAF3IP2-AS1 TRAJ11 TRAJ17 TRAJ43 TRAJ44 TRAPPC2 TRIM34 TRIM38 TRMT1L TRPC6P5 TRPM7 TSFM TSHZ2 TTC19 TTC23 TTC28 TTC30A TTC8 TUG1 TVP23B TXLNB TXNRD1 TYRO3P TYSND1 TYW5 U2AF1L4 UBA5 UBAP2 UBE2B UBE2E1 UBE2E1-AS1 UBE2E3 UBE4B UBR5 UBXN8 UFC1P1 UGT1A2P UPB1 URM1 USO1 USP11 USP30 USPL1 UST-AS2 UTP3 VBP1 VCPKMT VEZT VN2R3P VPS26BP1 VPS51 VPS8 VWA8 VWA8-AS1 WDR1 WDR13 WDR20 WDR24 WDR25 WDR49 WDR81 WDSUB1 WDTC1-DT WEE1P2 WEE2-AS1 WFDC21P WLS WNK1 WNT2B WNT7A WRNIP1 WWP2 XKR3 XXYLT1 YARS1 YES1 YIPF2 YIPF6 YKT6 YTHDF2 ZAN ZBTB17 ZBTB38 ZCCHC14 ZCCHC2 ZCCHC7 ZFAND6 ZFR ZFYVE27 ZMYM1 ZNF10 ZNF146 ZNF189 ZNF19 ZNF197-AS1 ZNF227 ZNF232 ZNF232-AS1 ZNF233 ZNF236 ZNF25 ZNF25-DT ZNF330 ZNF337-AS1 ZNF365 ZNF382 ZNF43 ZNF454 ZNF454-DT ZNF461 ZNF536 ZNF566 ZNF568 ZNF573 ZNF584-DT ZNF621 ZNF674 ZNF821 ZNF875 ZNRF3-AS1 ZPLD2P ZWINT ZMYM2_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZMYM2_TARGET_GENES ADPRHL1 ADRM1 AHCY AIP AP2A2 ARGLU1 BASP1 BASP1-AS1 BCAR1 BRAP BRWD1 C1QTNF6 C8G CALM3 CASTOR1 CDC25B CDH3 CDYL CDYL-AS1 CENPN CHMP6 CMC2 CREBBP CSRP1 CSRP1-AS1 DAP DAP-DT DAP3 DCUN1D2 DDHD2 DOT1L EEF1D EIF4G3 EPB41L4A-AS1 ERCC4 FAF2 FBXW5 GABARAPL1 GALNT10 GAMT GDF15 GET4 H3C9P HAUS8 HIBADH ICMT ICMT-DT JAK2 KCNIP2-AS1 LFNG LRRC27 MAF1 MARK2 MCC MIDN MINDY1 MIR34AHG MLLT1 MPST MTA2 MYO9B NATD1 NCAM2 NEMF NLRP1 NLRX1 NR6A1 OGA PBX1 PCGF3 PDE4A PDE4C PFAS PIK3R2 POLR1G PPIA PPIB PPIC PPP1R13L PPP1R14B PPP1R14B-AS1 PPP4C PPP5D1P PRDX2 PRUNE1 RAC1 RAC3 RBFOX2 RCOR2 RFX1 RHEB RIC1 RN7SL3 RNF19A RNU6-1 RPF2 RPL28 RPL6 RPS14 RPS24P18 RPS6 SAE1 SAMD15 SERINC2 SHARPIN SKI SMARCD2 SMU1 SNORA13 STEAP1B STK35 TBC1D31 TCTN3 TDRD7 TGIF1 TIAM1 TIAM1-AS1 TIGD5 TJP3 TMCO3 TMED8 TPM4 TST TTLL1 VEPH1 WDR76 WRNIP1 YY1AP1 ZC3H4 ZNHIT2 ZMYND11_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZMYND11_TARGET_GENES ACTB ARHGDIA ARL6IP5 B3GALT4 CDK1 CDT1 COL1A1 CTNNA1 CTNNA1-AS1 ECI1 EEF1D ENSG00000230021 FAM230G GRAMD2A GTPBP3 HNRNPA0 JMJD8 KAT6A MBD3 MFSD11 MIDN MIR1538 MIR6821 MOB4 MRPL12 MT-CYB MT-ND4 MT-TP MTCO3P12 MTND1P15 MTND5P11 MVP-DT NBEAP1 NDST1-AS1 NFAT5 NFYB OAZ1 PPP1R35-AS1 PTBP1 PTGES2 PTGES2-AS1 PUS1-AS1 RPL13 RPL8 SDK1 SLC39A11 SMG1P3 SNORA17B SNORD68 SRSF2 STAT3 TADA1 TCF3 VANGL2 YAP1 ZNF101_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF101_TARGET_GENES AAAS AARS2 ABHD13 ABHD17A ACACA ACER3 ADA AFF4 AFF4-DT AGMAT AIDA ALDOA ALG1 ALG10 ALKBH3 ANGEL1 ANGPTL6 AP1G1 AP1S3 ARHGAP1 ARHGEF12 ARPC1A ARRDC3 ATAD3A ATP6V1D AURKB B3GALT6 B4GAT1 B4GAT1-DT BET1 BIVM BLOC1S1 BMT2 BNIP1 BORCS6 BRF2 BROX BRPF1 BTRC C19orf48P C1orf174 C1orf87 CACNA1C-IT1 CACNB2 CACYBP CCDC107 CCDC124 CCDC28A CCDC28A-AS1 CCDC59 CCDC6 CCDC65 CCNL1 CD160 CD274 CDC123 CDC42SE1 CDC45 CDK11A CDK4 CDK5RAP2 CDKAL1 CEACAM21 CENPL CEP162 CEP44 CGRRF1 CLDN23 CLPP CMKLR2-AS CMSS1 CNEP1R1 COG2 COPS3 COPS5P1 COPS7A COQ10A CPEB4 CROCCP3 CSTF2T CSTF3 CSTF3-DT CTNNB1 CUEDC2 CWC25 CXXC1 CYP1B1-AS1 CYTH2 DARS2 DAZAP2 DDX59 DHFR DHRS12 DHTKD1 DIAPH1 DLAT DNAI4 DNAJB12 DNAJC19 DOCK7 DPP9 DUS2 DYNC2I2 DYNLL1 EEF1B2 EFCAB7 EIF2D EIF2S1 EIF4A2 EMB ENSG00000232995 ENSG00000260592 ENSG00000261335 ENSG00000265246 ENTPD1-AS1 EPB41L4A-AS1 EPC1-AS1 EPC1-AS2 ESPN EVA1C EXD2 EXOSC2 FABP5P3 FAM117A FAM21FP FBXO8 FBXW8 FCHO2 FES FGD5-AS1 FHL1P1 FIRRE FMN2 FNTA FOXJ3 FOXL1 FRA10AC1 FRMD7 FXYD3 GABPB2 GALNT16-AS1 GALNTL5 GAPDH GAPDH-DT GAS8 GBA1 GDI2 GFM2 GFPT2 GGA1 GIT2 GLG1 GLI3 GLRX5P2 GNB2 GPS2 GSTCD GTF3C5 GUCD1 GXYLT2 H2AC12 H4C16 HACD2 HAPLN2 HEBP2 HMGB1 HNRNPMP2 HSD11B1L HSPA4 IGSF21 ING1 INO80B INO80B-WBP1 INO80C INTS12 INTS2 IQSEC1 ISLR2 ITGA7 ITGAL-AS1 ITGB3BP JAGN1 JAZF1-AS1 KAT7 KAT8 KATNB1 KBTBD4 KRR1 KRT18P45 KRT75 KRT8 LACTB2-AS1 LAMA4 LAMP1 LATS1 LEO1 LIG4 LIM2-AS1 LINC00581 LINC00680 LINC00680-GUSBP4 LINC01003 LINC01235 LINC01485 LINC01641 LINC01775 LINC02026 LINC02390 LINC02634 LINC02768 LIPA LRIF1 LRP12 LSG1 LSM2 LTK LURAP1L-AS1 LUZP1 MAP4K5 MAPK14 MARS1 MB MDH1 MED21 MED29 METTL15 METTL25 MICOS13 MIR3162 MIR3908 MIR3928 MIR4634 MIX23 MKRN2 MLEC MLST8 MPZL3 MROH8 MRPL39 MRPL42 MRPL44 MRPS23 MRPS31P4 MSH3 MSTO1 MTFMT MTFR2 MTFR2P2 MTND1P14 MTO1 MYLK-AS1 NAGPA NANOGNB NAPSA NCKAP1L NDUFS1 NDUFS3 NDUFS7 NDUFV1 NDUFV1-DT NEAT1 NELFE NEMF NEURL4 NFKBIB NFYC NICN1 NKAPD1 NLE1 NMRAL2P NOL6 NPAS4 NPAT NR2C2 NRAV NSA2 NUCB1-AS1 NUDCD3 NUDT5 NUF2 NUS1 OGFRL1 OR1X5P PAF1 PAFAH2 PAQR4 PARG PARGP1 PES1 PEX16 PEX26 PFDN1 PHAF1 PHF13 PIGO PIGO-AS1 PIH1D2 PIK3R1 PIN4 PKMYT1 PLA2G15 PLEKHG2 PLP2 PLXDC1 PMM1 PNPT1 POGLUT2 POLR2J4 POLR3C PPP1R12B PPP1R2 PRKAA1 PRR14 PSMB3 PSMB5 PSMB6 PSMD11 PTK2B PTPN2 QSER1 R3HDM2 R3HDM2-DT RAD52 RASA4EP RBM22 RBM28 RBSN REPS1 RFC1 RFTN1 RGS5 RIC8B RMRP RND1 RNF115 RNF185 RNH1 RNU4-62P RNU6-1003P RNU6-1039P RNU6-1340P RNU6-166P RNU6-386P RNU6-847P RNU6ATAC36P RNU7-27P RORA RPIA RPL13A RPL26 RPL32P27 RPL36 RPL38 RPN2 RPS16 RRN3P1 RTEL1 RTEL1-TNFRSF6B RUSF1 RUSF1-DT SAR1B SCAF8 SCAMP5 SCARNA2 SCN3B SDAD1P3 SDC4 SDF4 SEC62 SEPHS1 SF3A3 SGO1 SGO1-AS1 SH2B3 SIRT2 SKIC2 SKIDA1 SLC25A28 SLC35D1 SLC6A1 SLC9A1 SLCO5A1 SLCO5A1-AS1 SLFN12 SMARCAD1 SMARCAD1-DT SMARCC2 SMARCE1 SMG5 SMG7 SMG7-AS1 SMG8 SMIM27 SNAP25 SNHG30 SNORA13 SNRPD1 SNRPD3 SOWAHA SOX2-OT SOX9-AS1 SPATS2L SPDYE1-AS1 SRFBP1 SSBP1 STAT6 STK10 STMN3 STX4 SUPT5H SUPV3L1 SYCE2 TEX43 TGFB1 TGS1 THAP1 THG1L TIMM23 TIMM23B TLCD3B TM9SF4 TMCO1 TMEM101 TMEM68 TMEM79 TMEM94 TMEM98 TNFRSF10B TNFRSF12A TNPO1 TNPO3 TOMM22 TOMM22-DT TOMM7 TPI1P2 TRAM1 TRIM15 TRIM35 TRPM6 TSEN15 TSFM TTC1 TTLL13 TXNL1 TYK2 TYMS UBE2Q1 UFD1 USO1 USPL1 UTP4 VIRMA VIRMA-DT VPS13B VPS13B-DT VPS33A VPS72 VTA1 WASHC2C WDPCP WDR62 WDR7 WDR70 WEE2-AS1 WNT8A WWP2 XKR6 YJU2 ZBTB26 ZCCHC4 ZDHHC2 ZNF101 ZNF133 ZNF175 ZNF271P ZNF30 ZNF30-AS1 ZNF408 ZNF444 ZNF569 ZNF570 ZNF608 ZNF646 ZNF668 ZNF675 ZNF688 ZNF704 ZNF747 ZNF747-DT ZNF790 ZNF92 ZSCAN30 ZNF10_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF10_TARGET_GENES ABCA17P ABCA3 ABCA5 ABCA7 ABCG4 ACAD9 ACADSB ACIN1 ACP6 ACTB ACTMAP ACTN4 ADAMTS13 ADCK2 ADHFE1 AGBL3 AGPAT4 AGPAT5 AKAP8 AKR1D1 ALDH1A2 ALDOA ALKBH3-AS1 ALKBH6 ALYREF ANAPC11 ANAPC2 ANKRA2 ANKRD13C ANKRD50 ANXA2R AOPEP AP1G1 APBB3 APOO ARAF ARHGAP24 ARHGAP27 ARHGAP33 ARHGEF37 ARID1A ARRDC1 ARRDC3 ARV1 ARVCF ASB6 ASCC1 ASNS ATG9B ATP5MC2 ATP5MC3 ATP5MK ATP5PD ATP8B3 ATXN1 ATXN1-AS1 ATXN7 B3GALNT2 B4GALT3 BAIAP3 BAP1 BAX BAZ2B BBS1 BCAP29 BCAR3 BCL2L12 BFSP1 BRINP2 BRWD1 BRWD1-AS2 BTN3A3 C10orf95-AS1 C1QL3 C1RL-AS1 C4orf50 C5orf22 C5orf47 C6orf118 C9 C9orf64 CAB39L CACNA1A CALM1 CAPN15 CAPN7 CAPS2 CASC2 CASTOR3P CAT CCDC159 CCDC167 CCDC169 CCDC169-SOHLH2 CCDC192 CCDC57 CCDC8 CCKBR CCL3-AS1 CCSAP CCT6B CD101-AS1 CD72 CDC14A CDC42SE1 CDH23 CDKN2A CDKN2B-AS1 CDR2 CDR2-DT CEBPB-AS1 CEBPG CENPE CEP131 CEP55 CEP89 CFAP57 CFAP65 CFDP1 CFL2 CGA CHCHD3 CHD5 CHEK2 CHKB CHKB-CPT1B CHKB-DT CHMP6 CIAPIN1 CIBAR1 CIBAR1-DT CIDECP1 CIR1 CLDN3 CLDN6 CLIC1 CLPB CMAS CNN3 CNN3-DT CNPY2-AS1 COL6A4P1 COL9A3 COMMD3 COPS7A COQ5 COQ9 CORO1A CORO1A-AS1 CPEB4 CPNE7 CREB3L2 CREM CRISPLD1 CRYZL1 CS CSNK1A1 CSNK2B CXXC5 CXorf58 CYP2J2 CYP2S1 CZIB CZIB-DT DAB2 DACT1 DCDC2 DCLRE1B DCTD DCUN1D3 DDX12P DENND4A DGKZ DHDDS DHRS13 DHRS4L1 DLGAP5 DLK2 DMD DNAJB12 DNAJB9 DNAJC25 DNAJC25-GNG10 DNAJC3 DNAJC3-DT DPH3 DROSHA DSG1-AS1 DSN1 DST DST-AS1 DSTN DUSP14 DYNLT2B DYRK1A DYRK1B DZIP1L EBNA1BP2 EBP EDF1 EEF1A1 EEF1AKMT3 EEF2K EFCAB12 EFCAB14 EFCAB2 EFCAB7 EFEMP2 EFL1P1 EFNA3 EIF4G2 ELL ELOVL1 ELSPBP1 ENC1 ENDOG ENO3 ENSA ENSG00000246308 ENSG00000261070 ENSG00000263080 ENSG00000272008 EPB41 EPRS1 ERCC3 ERGIC1 ERI2 ETV5 EVI5 EVL F11R F12 FAAP24 FAM133GP FAM199X FAM200A FAM98C FANCD2 FBLL1 FBXL19 FBXL19-AS1 FBXO27 FBXW9 FERMT2 FHAD1 FKBP14-AS1 FLAD1 FLII FLNA FOXK2 FOXN1 FSIP2LP FYTTD1 FZD3 GABARAPL1 GABPB2 GARNL3 GBA1 GBA2 GDI1 GDI2 GFAP GFI1 GGT1 GLI2 GMEB1 GNAI3 GNG12-AS1 GNL1 GOLGB1 GOLM1 GOSR2 GOSR2-DT GOT1 GOT1-DT GOT2 GPANK1 GPD1 GPR137B GPR89B GPSM2 GRHL3 GRK6 GSAP GTF2H4 GTF2IP12 GTF2IP4 GTPBP3 GTPBP6 H2AC25 H2AC4 H2AZ1-DT H6PD HACD2 HECW2 HES4 HEXA HEXA-AS1 HHLA3 HIF1A HINT2 HIP1R HIVEP3 HMCN1 HMG20A HMGB1 HNRNPD HNRNPF HNRNPR HOMER2 HOOK2 HOXA9 HOXC4 HSD17B1-AS1 HTD2 HTR3A HTR5A IER5L-AS1 IFRD1 IFT140 IGDCC4 IGFBP3 IGFL4 IGLV6-57 IKBKB-DT IKZF5 IL6 ILF2 IRF3 ISCA1 ISG15 ISG20 ITFG2 ITFG2-AS1 ITGA9 ITGB3BP ITPR1 ITPRIP ITSN1 JAKMIP2 JMJD4 JUP KANK3 KANSL1 KAZALD1 KCNK1 KCNT1 KCTD2 KCTD7 KDM4B KIAA1217 KIF20B KIF22 KLHL20 KMT2D KRBA1 KYAT1 LASP1 LDB1 LDLR LETM2 LHFPL4 LIMA1 LIN54 LINC00205 LINC00235 LINC00957 LINC01010 LINC01033 LINC01063 LINC01089 LINC01238 LINC01551 LINC01569 LINC01607 LINC01690 LINC01778 LINC01803 LINC01881 LINC01972 LINC02041 LINC02366 LINC02453 LINC02614 LMBR1L LMO4 LNCTSI LPCAT4 LRP10 LRP6 LRRC10B LRRC24 LRRC37A5P LRRC49 LRRC8A LSMEM1 LSP1 LTBP3 LTBP4 LYPLA2 LYRM1 MACF1 MACROD1 MAD2L2 MAML1 MAP2K5 MAP3K12 MAP3K15 MAP4K1 MAP4K1-AS1 MARCHF6 MARCHF6-DT MAST4 MAST4-AS1 MAX MBLAC1 MC1R MCC MCCC1 MCF2L MCFD2 MCM7 MCPH1-AS1 MCTS1 MDH1 MED26 MEGF10 MEPCE METTL1 METTL15 METTL9 MFN2 MGST1 MICA MICU1 MIR194-1 MIR302D MIR367 MIR4488 MIR6853 MIR760 MIR7850 MMAB MPND MRM2 MRPL48 MST1R MT1X MTERF4 MTF2 MTG1 MTMR4 MTND3P13 MTND4LP24 MTND4P34 MVK MYLK-AS1 MYO3B-AS1 NABP1 NBPF19 NCAPG2 NCEH1 NDEL1 NDUFA11 NDUFA5 NEK2-DT NFKBIB NHERF1 NHLRC3 NID1 NMT1 NOP16 NR4A1 NT5DC3 NTAN1 NTN3 NUB1 NUDT18 NUFIP2 NUP43 NUP54 NUP93 NUP93-DT OAS2 ODAD1 OGT ORAI2 OSBPL3 OSBPL7 OSBPL8 OSR2 OTUB1 OTULINL OXGR1 OXNAD1 OXSR1 P4HA3-AS1 PADI2 PAK4 PAMR1 PARN PARP1 PARP6 PCGF6 PCSK4 PDCD11 PDCD2L PDE12 PDE6B PDE7A PDE8A PDGFRL PDK4-AS1 PDZD2 PEAK1 PEMT PEX13 PFDN1 PFN1 PHB1 PHC3 PHF20 PHF7 PHLPP2 PIAS1 PIEZO2 PIGQ PIK3CA PILRA PIP4K2A PITPNM1 PITPNM2 PLA2G4E-AS1 PLAU PLD6 PLK3 PMEL PMM2 PMVK PNP PNPLA8 POLA2 POLB POLE3 POLR3C POP4 PPCDC PPHLN1 PPIEL PPP1R12A-AS2 PPP1R3B PPP2R5C PRELID3BP5 PRKCG PROSER1 PRPF18 PRPH PRPSAP2 PRR3 PRSS16 PSMA5 PSMB5 PSMD3 PTGES PTGES3 PTPRF PURA PUS10 PXN PYCR1-AS1 PYGM RAB11A RAB11FIP2 RAB5B RABEP2 RABGAP1L RAET1K RALGDS RAMAC RARS1 RASA4CP RASD2 RBPJ RCAN1 RCAN3 RDM1 REEP2 REEP6 REPS1 RFC1 RFFL RHOF RIBC1 RIC8A RIF1 RIMKLB RLF RMI2 RN7SKP276 RNA5SP433 RNASE11 RNF10 RNF103 RNF103-CHMP3 RNF115 RNF125 RNF13 RNF139 RNF139-DT RNF166 RNF19A RNU1-6P RNU11 RNU4-16P RNU4ATAC16P RNU6-92P RNU7-179P RNY1 ROGDI RPA3 RPL15 RPL18 RPL27 RPL5 RPP14 RPS26 RPS6 RPS6KB1 RREB1 RUBCN RUNX1 RUSC1 RUSC1-AS1 RWDD1 SCAF4 SCAMP5 SCG3 SCGN SCN8A SCRN3 SDCBPP3 SDR39U1 SEC14L5 SEC24B SEC61A1 SEC61G SEC61G-DT SELENOH SEMA4B SEPTIN11 SEPTIN7P14 SEPTIN9 SEPTIN9-DT SH2B3 SIRT2 SKIDA1 SLC11A2 SLC12A2 SLC12A2-DT SLC16A6 SLC25A15 SLC25A23 SLC25A36 SLC25A37 SLC25A51 SLC30A10 SLC35A4 SLC36A1 SLC38A6 SLC46A3 SLC7A2 SLCO4A1 SLCO4A1-AS2 SMARCC2 SMC1A SMG5 SNAP47 SNAP91 SNHG7 SNORA10 SNORA14B SNORD21 SNRPA SOAT1 SOS1 SPAG1 SPECC1 SPHK2 SPNS2 SPOP SPSB4 SQSTM1 SREBF1 SRRM2 SSBP1 ST6GALNAC6 STAP2 STAT2 STAT6 STX18 STX18-AS1 SUB1 SULT2B1 SV2C SYDE1 SYNJ2BP SYNJ2BP-COX16 SYNRG TADA1 TAF1 TARBP2 TARS2 TASOR2 TBC1D14 TBC1D16 TBCB TBCD TBPL1 TBX3 TCEA1 TCHP TCTN1 TDRD7 TENT5C-DT TEPP THAP1 THAP10 THAP11 THAP5 TJAP1 TLCD2 TLCD3B TLK1 TLN1 TM2D1 TM4SF19-AS1 TM9SF4 TMEM101 TMEM170A TMEM186 TMEM218 TMEM79 TMEM97P1 TMPRSS2 TNC TNFSF13 TNRC6C TREX1 TRIB1 TRIM2 TRIM44 TRMO TRMT5 TSC22D4 TSPAN12 TTC13 TTC33 TTF2 TTLL6 TUBA1C TUBD1 TUBG2 TUSC2 TVP23B UACA UBE2I UBE2O UBE2Q1 UBE2V1 UBXN6 UGGT2 USPL1 UTP15 UTP6 UVRAG UVRAG-DT VARS1 VARS2 VMAC VPS13C VPS72 WDFY1 WDPCP WDR26 WDR55 WDR59 WDR62 WDR70 WEE2-AS1 WSCD1 XIAP YAF2 YAP1 ZCCHC7 ZEB1 ZFHX2 ZFP1 ZFP30 ZFP64 ZFYVE16 ZKSCAN2 ZKSCAN8 ZMYM2 ZMYM4 ZMYM5 ZNF131 ZNF133 ZNF160 ZNF213-AS1 ZNF217 ZNF229 ZNF285 ZNF292 ZNF330 ZNF362 ZNF385A ZNF429 ZNF438 ZNF460 ZNF460-AS1 ZNF486 ZNF500 ZNF540 ZNF543 ZNF655 ZNF668 ZNF672 ZNF689 ZNF714 ZNF737 ZNF85 ZNF892 ZSCAN31 ZNF112_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF112_TARGET_GENES ANGEL1 FTO MYO18B-AS1 NEK7 RNU6-1224P SHFL TAB2-AS1 ZNF133_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF133_TARGET_GENES AAGAB AATK ACAD11 ACY1 ADAM9 ADAMTS9 AGO1 AKTIP ALCAM ALG5 ANKRD13C AP1AR AP1AR-DT ARHGEF5 ASAH1 ASNS ATOSA ATP6V1G1P6 AXL BCL2L1-AS1 BCL2L11 BPHL C10orf82 C1R C1orf159 C2orf74 CBFA2T3 CBX1P3 CCDC144BP CCDC18-AS1 CCN1 CCT6P3 CERKL CEROX1 CFAP251 CHCHD4P4 CHD5 COQ9 CRLS1 CTNNBL1 CYP17A1 CYP4X1 DALRD3 DCANP1 DDX52 DNAJB1 DNMT3B DPPA2P4 DYNLT1 EEFSEC EFCAB7 ELAC2 EML1 ENSG00000221060 ENSG00000267058 EXD3 EXOSC8 EXTL3 FABP5P9 FAM168A FCHSD2 FGD5 FGL1 G0S2 GABRB3 GBA1 GPRC5B GTF3C6P3 HCG27 HEXD HIF3A HLA-DMA HNF4G HNRNPCP4 HSD11B1-AS1 HSDL2-AS1 HUNK IFFO2 IL6R IPO5P1 IQCH IREB2 ISCA1 ITGA7 ITGB3BP JAGN1 KCNJ2 KCNQ4 KIAA0513 KIAA1958 KLHDC9 KLHL32 KRT18 KRT2 KRT8 LARP1 LCA5 LIFR LIG1 LINC00461 LINC00662 LINC00824 LINC02884 LINC02987 LINC03109 LMF1 LOC105371745 LRRC59 MACF1 MAGED2 MCM8-AS1 MEF2C MESTP2 METTL13 MIR583HG MLST8 MRPL1 MX2 MYH11 MYO5C N4BP2L2 NGLY1 NLRC5 NOVA1 NOVA1-DT NPAS3 NR2F1-AS1 NRXN1 NTRK3 NUP35 OR10A5 ORMDL2 OTUD4 PARN PCBP1-AS1 PCDHA2 PDK3 PHF20 PHYHIP PLCXD1 POLG POU2F2 PPARG PPP1CC PPP2R5C PRKCSH PROCA1 PSMD4 PTP4A2 PTPRM QKI RAB3C RAB4A RAB4A-AS1 RBBP5 RBMS3 REV1 RGSL1 RHOQ RHOQ-AS1 RN7SL382P RN7SL567P RNF150 RNU6-1322P RNU6-740P RNU6-810P RNY1P6 RPL6P28 RPS27AP7 RPS4XP20 RPSAP38 RTN4R SBF2 SCIN SEC16B SEMA3B SERPINE1 SFXN1 SH2D5 SIKE1 SLC12A4 SLC16A1 SLC22A11 SLC25A37 SLC2A11 SLC30A6 SLC35B4 SMCO4 SMG7 SNHG14 SNORD17 SNX5 SOX8 SPATS2L SRP54 SRP54-AS1 STAT6 STX17 SUCO SYT17 TBC1D12 TBPL1 TCF12 THOC1 TM2D3 TM7SF3 TMEM248 TNPO1 TOP3B TRIM16 TRIM16L TRIM25 TRIM55 TSC1 TSFM TSHZ2 TTC19 TTC3 TTLL7-IT1 TUBBP5 TXLNB TYK2 VGLL4 VPS4B WDR25 ZNF132 ZNF260 ZNF3 ZNF404 ZNF423 ZNF45-AS1 ZNF521 ZNF566 ZNF790-AS1 ZNF799 ZNF808 ZNF827 ZSWIM9 ZNF134_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF134_TARGET_GENES AARS1 ABCA5 ABCG4 ABHD12 ABR ACAD9 ACAN ACHE ACIN1 ACP6 ACTB ACTG1P12 ACTMAP ACVR1C ADAMTS1 ADAMTS13 ADGRB3 ADHFE1 AGAP3 AGBL3 AGBL5 AGBL5-AS1 AGPAT1 AGPAT4 AGPAT5 AKAP8 AKR1A1 AKR1D1 ALDH4A1 ALDH7A1 ALDOA ALG5 ALKBH6 ALOXE3 AMFR ANAPC2 ANAPC5 ANKRD13C ANKS3 ANO8 ANXA2R AOPEP AP1G1 APEX1 APLP1 ARHGAP24 ARHGAP27 ARHGAP33 ARHGAP5 ARHGAP5-AS1 ARHGEF37 ARHGEF7 ARID1A ARL6IP6 ARMC7 ARPC5 ARRDC1 ARRDC3 ARV1 ASB6 ATF2 ATF6B ATG9B ATN1 ATP1B3 ATP2C1 ATP5MC2 ATP5MC3 ATP5MK ATP5PD ATP6V1G1P5 ATP6V1G2 ATP6V1G2-DDX39B ATXN1 B3GALNT2 B3GAT3 B4GALNT4 B4GALT3 BAIAP3 BAZ2B BBS1 BBS4 BCAN-AS2 BCAP29 BCAR3 BCAT2 BCL2L12 BCRP2 BEST3 BFSP1 BLM BLOC1S1 BMP8B BMPR1B BMS1P4 BMS1P4-AGAP5 BNC2-AS1 BORCS7 BORCS7-ASMT BRD2 BRD4 BRINP2 BTN3A3 C10orf95-AS1 C1RL C1RL-AS1 C21orf62-AS1 C2CD3 C2CD5 C4orf50 C5AR1 C5orf22 C5orf34 C5orf47 C6orf118 C9 C9orf43 C9orf64 CACNA1A CALM1 CAMKK1 CAMSAP2 CARS2 CATSPERG CBFA2T2 CCDC163 CCDC167 CCDC57 CCDC6 CCDC77 CCDC88C CCKBR CCL3-AS1 CCNC CCNG1 CCSAP CD101-AS1 CD72 CD99L2 CDC14A CDC42SE1 CDH13-AS2 CDH23 CDK15 CDK4 CDKN1A CDR2 CDR2-DT CEACAM1 CEBPB-AS1 CEP131 CEP89 CFAP57 CFAP65 CFAP74 CFDP1 CFLAR CGA CHD1 CHEK2 CHKB CHKB-CPT1B CHKB-DT CHMP6 CIBAR1 CIBAR1-DT CIP2A CIR1 CLCN7 CLDN6 CLIC1 CLPB CLVS2 CNEP1R1 CNN3 CNN3-DT CNOT2 CNTNAP2 COL4A2 COL5A1 COL9A3 COMMD3 COMMD9 COPA COPS7A COQ5 COX16 CPEB1 CPEB4 CPNE7 CREB3L2 CREM CRHR1 CRISPLD1 CRTC3-AS1 CRYL1 CRYZL1 CSF3R CSK CSNK1A1 CSNK1D CSNK2B CSTB CTBP2 CUL4B CUTA CXADR CXXC5 CYBA CYP2J2 DAB2 DCDC2 DCLRE1B DCTD DCTN1 DCUN1D3 DDOST DENND4A DGKZ DHDDS DHRS4-AS1 DLC1 DLD DLGAP5 DMAP1 DNA2 DNAAF9 DNAH2 DNAI3 DNAJA2 DNAJB9 DNASE1 DOCK5 DOHH DPH1 DPH3 DPP8 DPP9 DRAIC DRC7 DROSHA DSG1-AS1 DSN1 DST DST-AS1 DSTN DUSP14 DUSP18 DYNC2LI1 DYRK1A DYRK1B DZIP3 E4F1 EBNA1BP2 EBP ECHDC3 EEF1A1 EEF1AKMT3 EEF2K EFEMP2 EFHD2 EFHD2-AS1 EFL1P1 EFR3B EGFL7 EGLN2 ELL ELSPBP1 EME1 EML3 ENDOG ENOSF1 ENSA ENSG00000214708 ENSG00000230021 ENSG00000233461 ENSG00000261070 ENSG00000272008 EP400P1 EPHX1 EPN3 EPRS1 ERCC1 ERCC3 ERI2 ERMN ESCO1 ETV2 EVI5 EVL EXOC2 EXOC4 EXOSC8 F11R F12 FAAP24 FAM114A2 FAM133GP FAM186A FAM199X FAM200A FAM83H FAM8A1 FBXL19 FBXL19-AS1 FBXO25 FBXO27 FGF1 FGGY FHAD1 FHIP1B FHL1P1 FICD FKBP14-AS1 FKBP15 FLAD1 FLII FLOT1 FMR1 FMR1-AS1 FOSB FOXK2 FOXN1 FOXP1 FOXP1-DT FSIP2LP FTCD FUNDC1 FZD3 GABARAPL1 GABPB2 GAL3ST4 GBA1 GCLM GCSIR GDI2 GFAP GFI1 GGA3 GGNBP2 GGT1 GINS2 GIP GLDN GLI1 GLI2 GLIPR1L1 GLUD1P3 GMEB1 GNAI3 GNG12-AS1 GOLGB1 GOPC GOT1 GOT1-DT GOT2 GPANK1 GPC1 GPD1 GPR157 GRHL3 GRIPAP1 GSAP GSK3B-DT GSR GTF2B GTF2H4 GTPBP3 GTPBP6 GTPBP8 GUSBP18 GUSBP2 H2AC25 H2AC4 H2AZ1-DT H6PD HACD2 HEATR1 HECW2 HHAT HHLA3 HIF1A HIGD2B HINT3 HIP1R HLA-DMA HM13 HM13-AS1 HMCN1 HMG20A HNRNPC HNRNPD HNRNPD-DT HNRNPR HOGA1 HOMER3 HOXA9 HOXB-AS1 HOXB-AS3 HOXB2 HOXC4 HRCT1 HSD17B1-AS1 HSPA8 HSPB6 IDE IER5L-AS1 IFT140 IGDCC4 IGFBP3 IGHV3-30-2 IKBKB-DT IL12RB1 IL23A IL6 ILF2 IMP3 IPO4 IPO9 IPO9-AS1 IQANK1 IQSEC2 IRF3 ISG20 ITGA11 ITGA7 ITGA9 ITGAX ITPR1 ITSN1 JADE2 JAKMIP2 JPX JUP KANK3 KAZALD1 KCNAB2 KCNK1 KCNT1 KCTD16 KCTD2 KDM4A KDM4B KDM5A KIAA0825 KIAA1217 KIF20B KIF22 KIF3C KLHL20 KLHL28 KRAS KRT8 KSR1 LARGE2 LARP7 LARS1 LCN15 LETM2 LGMN LHFPL4 LIMA1 LIN28B LIN37 LINC00111 LINC00205 LINC00240 LINC00649 LINC00910 LINC00957 LINC01033 LINC01039 LINC01063 LINC01132 LINC01152 LINC01409 LINC01431 LINC01523 LINC01569 LINC01607 LINC01690 LINC01778 LINC01803 LINC01863 LINC01937 LINC01972 LINC02041 LINC02136 LINC02250 LINC02366 LINC02453 LINC02458 LINC02614 LINC02970 LNCRNA-IUR LNCTSI LNPEP LRP10 LRP8 LRP8-DT LRRC10B LRRC24 LRRC49 LSMEM1 LSP1 LTBP3 LTBP4 LY6G5C LYPD5 LYPLA2 LYRM1 LYZL6 MACF1 MAML1 MAML3 MAN1C1 MAP2K5 MAP3K12 MAP3K15 MAP4K1 MAP4K1-AS1 MAPK8IP3 MARCHF6 MARCHF6-DT MAST3-AS1 MAST4 MAST4-AS1 MBD5 MBLAC1 MBTPS2 MC1R MCCC1 MCF2L MCFD2 MCM10 MCM7 MCPH1-AS1 MCTS1 MCTS2 MDGA1 MEGF10 METTL1 METTL9 MFAP3 MFN2 MGST1 MICA MIR1-1HG MIR182 MIR22HG MIR302D MIR3621 MIR367 MIR4488 MIR4519 MIR4521 MIR4661 MIR4664 MIR4681 MIR548AP MIR6853 MIR760 MIR762HG MIR7850 MIR933 MMACHC MPG MPND MPZL1 MRM2 MRPL21 MRPL27 MRPS21 MRPS31P5 MSANTD4 MT-RNR1 MT-TF MT1X MTCO3P12 MTMR4 MTMR9 MTND5P11 MXD3 MYL6B MYLK-AS1 MYO3A MYO3B-AS1 MYOCD-AS1 NABP1 NAPEPLD NBPF1 NCEH1 NCSTN NDEL1 NDUFA11 NDUFA5 NEK2 NEK2-DT NEMF NFE2 NFKBIB NFKBIL1 NFYA NHLRC3 NIBAN1 NICN1 NID1 NINJ2 NLGN1 NMT1 NOL4L NOLC1 NOSIP NPHP4 NPHS1 NPTX1 NR2F1 NR4A1 NRCAM NRG4 NRP1 NSL1 NSUN6 NT5DC3 NT5M NTAN1 NTMT2 NTN3 NUB1 NUBPL NUBPL-DT NUFIP2 NUP153 NUP43 NUP54 OARD1 OAS2 OBSL1 ODAD1 OGT ORAI2 ORC4 OSBPL3 OSBPL7 OSBPL8 OSGEP OTULINL OTX1 OXNAD1 PACS1 PADI2 PAK4 PAMR1 PAN2 PARN PARP1 PATL1 PAXBP1 PCBP3 PCGF6 PCSK7 PCYT1A PDCD11 PDCD2L PDE12 PDE4D PDE6B PDE7A PDE8A PDE9A PDGFRL PDK4-AS1 PDP2 PDXK PDZD2 PEAK1 PEAR1 PEX11A PEX13 PFDN1 PGAM1P5 PGAP1 PGGT1B PHB1 PHC2 PHC3 PHETA1 PHF12 PHLPP2 PHYHIP PIEZO2 PIGN PIK3AP1 PIK3R2 PILRA PISD PITPNM1 PKN2 PLAUR PLXNB3 PMEL PMM2 PMVK PNCK PNMT PNP PNPLA8 PNRC2 POLA2 POLE3 POLR1B POLR2F POLR3C POLR3G POP4 PPCDC PPHLN1 PPIEL PPME1 PPP1R12A-AS2 PPP1R3B PPP6R3 PPT2 PRDM4 PRELID3A PRKCG PROSER1 PROSER3 PRPF18 PRPF8 PRPH PRPSAP2 PRR14 PRRG2 PRRT1 PRSS16 PRSS22 PSEN1 PSMA5 PSMB5 PSTPIP2 PTCD3 PTGES PTGES3 PTPRF PUS1-AS1 PUS10 PXN PYCR1-AS1 PYGM QRICH1 R3HDM2 R3HDM2-DT RAB11A RAB5B RABGAP1L RAD51C RAET1K RAI14 RASA4CP RASD2 RASSF2 RBBP5 RBM26-AS1 RBMS3 RBMS3-AS3 RBPJ RCOR1 RDM1 REEP2 RELCH REPS1 RERE RFC1 RFFL RGL1 RGL2 RGS9 RIBC1 RIC8A RIF1 RMC1 RN7SKP276 RNA5SP433 RNASEL RNF10 RNF103 RNF103-CHMP3 RNF115 RNF125 RNF13 RNF145 RNF166 RNF19A RNU11 RNU4-60P RNU4ATAC16P RNU6-1010P RNU6ATAC34P RNU7-179P RNY1 ROGDI ROM1 RPA3 RPL18 RPL26 RPL27 RPL5 RPP21 RPS19 RPS6 RPS6KB1 RREB1 RSBN1 RTEL1 RUNX2 RUSC1 RUSC1-AS1 S100A1 S100A13 S100PBP SALL1 SALL1P1 SAMD14 SARS2 SBK2 SBNO1 SCAF4 SCAMP5 SCGN SCRN3 SCUBE2 SDCBPP3 SDSL SEC14L5 SEC22B SEC24B SEC61A1 SEC61G SEC61G-DT SEH1L SELENOH SELL SEPTIN11 SEPTIN9 SEPTIN9-DT SESN3 SF1 SF1-DT SF3A3 SFN SFR1 SGMS1 SGTB SH3KBP1 SIRT2 SKAP2 SLC11A2 SLC12A6 SLC16A13 SLC1A3-AS1 SLC22A11 SLC25A14 SLC25A15 SLC25A21 SLC25A30 SLC2A8 SLC30A10 SLC38A6 SLC46A3 SLC9A3R1-AS1 SLF1 SMARCC2 SMC1A SMG1P3 SMKR1 SMPDL3A SNAP91 SNHG22 SNORA10 SNORA14B SNORD118 SNORD21 SNRPA SNUPN SOAT1 SPAG1 SPCS2P2 SPECC1 SPEN SPHK2 SPINT2 SPNS2 SPOP SPRY1 SPSB4 SPTB SPTBN4 SQOR SQSTM1 SRCAP SRD5A3 SREBF1 SREK1 SRP9 SSBP1 ST6GALNAC6 ST7 STAP2 STAT2 STAT6 STC2 STING1 STK11 STK40 STPG3-AS1 STRA6 STUM SUB1 SUGT1P4 SULT1A1 SUPV3L1 SUZ12P1 SV2C SYDE1 SYNJ2BP SYNJ2BP-COX16 SYNRG SYTL1 SZRD1 TAB2 TACC2 TADA1 TAPBP TARBP2 TASOR2 TATDN3 TBC1D14 TBCB TBCD TBPL1 TBX18 TCHP TCTN1 TDRD7 TENT5C TENT5C-DT TEPP TEX10 TEX14 TGFBI THAP1 THAP10 THAP11 THAP5 TIAL1 TJAP1 TJP2 TK2 TLCD2 TLCD3B TLE6 TLL2 TLN1 TM2D1 TM9SF4 TMBIM1 TMC4 TMCC3 TMEM101 TMEM170A TMEM184A TMEM186 TMEM218 TMEM9 TMPRSS2 TMX4-AS1 TNFAIP2 TNFSF13 TNS2 TNS2-AS1 TOGARAM1 TOP3A TP53BP1 TPM3P9 TRAK2 TREX1 TRIB1 TRIM2 TRMT5 TSC22D4 TSNAX TSNAX-DISC1 TSPAN12 TTC13 TTC24 TTF2 TTLL6 TUBA1C TUBD1 TUBG2 TVP23B TVP23C TVP23C-CDRT4 TXNL1 U2AF2 UACA UBE2I UBE2O UBE2V1 UBXN6 USP4 USP44 UTP6 UVRAG UVRAG-DT VARS1 VARS2 VDAC1P8 VMAC VPS33B VPS33B-DT VWA7 VWCE WDFY1 WDR25 WDR26 WDR45 WDR55 WDR59 WDR62 WDR7 WDR93 WEE1 WEE2-AS1 WFDC2 WSCD1 XIAP YAF2 YAP1 YARS1 YBX3 YIPF5 ZBTB8A ZC3H12C ZC3H15 ZCCHC7 ZDHHC2 ZEB1 ZFHX2 ZFP1 ZFP30 ZFP36 ZFP64 ZFYVE16 ZGRF1 ZKSCAN8 ZMYM4 ZMYM5 ZNF131 ZNF133 ZNF138 ZNF146 ZNF160 ZNF229 ZNF233 ZNF285 ZNF287 ZNF292 ZNF330 ZNF362 ZNF385A ZNF391 ZNF420 ZNF428 ZNF429 ZNF436 ZNF460 ZNF460-AS1 ZNF500 ZNF541 ZNF543 ZNF565 ZNF566 ZNF566-AS1 ZNF568 ZNF569 ZNF570 ZNF584 ZNF616 ZNF655 ZNF668 ZNF672 ZNF689 ZNF708 ZNF711 ZNF714 ZNF737 ZNF761 ZNF829 ZNF85 ZNF892 ZNF92 ZSCAN31 ZNF136_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF136_TARGET_GENES FBXO21 IGHMBP2 JPX MT-ND1 MT-TE MT-TL1 MT-TP MT-TT MTCO3P12 MTRFR RCCD1 RCCD1-AS1 SUMO1P3 WDR72 ZNF615 ZNF138_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF138_TARGET_GENES CWC25 NOL6 OR1X5P RRN3P1 TTC1 ZNF140_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF140_TARGET_GENES AATBC ABCD2 ABCF3 ABHD17A ABHD3 ACACA ACAT2 ACER3 ACOT7 ACOX1 ADA ADAT1 AGMAT AHRR AIG1 AKAP6 ALDOA ANGPTL6 ANK3 ANKIB1 ANKRD16 ANKRD6 ANO2 ANO3 ANO8 ANP32A ANXA2 AP1S3 AP2A1 AP3D1 APBA1 APEX2 APLP1 APP APP-DT AQR ARCN1 ARHGEF3 ARID1A ARIH1 ARL16 ARL8A ARMC5 ARRB2 ART1 ASH1L ASPH ASRGL1 ASS1P5 ATP4A ATP6V1D ATP8A2 ATP8B3 ATXN7L3B AVPR2 AZGP1 BAIAP2L1 BCL7C BCORL1 BLOC1S5 BLOC1S5-TXNDC5 BMI1 BMP7 BOLA1 BORCS6 BORCS7 BORCS7-ASMT BPNT2P1 BRWD1 BRWD1-AS2 BTAF1 BTBD16 C17orf49 C1orf21 C1orf21-DT C2CD5 C5orf34 C6orf141 CACNA1C CACUL1 CADM4 CASP7 CAV1 CBX4 CC2D2B CCDC85C CCL4 CCN5 CCNI CD160 CD164 CD300LG CD8A CDIP1 CDK1 CDK13 CDK13-DT CDKN1B CDKN3 CDS1 CEMP1 CEP120 CEP350 CEP57 CEP85 CFAP410 CHD4 CHURC1 CHURC1-FNTB CIT CIZ1 CLEC5A CLINT1 CMKLR2-AS CMTR2 CNBD2 CNN3 CNTROB COL12A1 COL6A1 COL9A1 COPS3 COSMOC CP CPA5 CPLX2 CPQ CROCCP3 CRYZL1 CTNNA2 CTTNBP2NL CWC25 CYB5R2 CYP1B1-AS1 CYP2E1 DCAF15 DCAF16 DCUN1D5 DDN DDX3X DDX59 DENND3 DHDDS DISP3 DIXDC1 DKK2 DLC1 DLG1 DNAH10 DNAH17 DNAI4 DNAJB11 DNAJB12 DNAJC10 DPPA3P10 DRAM1 DRC3 DUSP10 DUSP4 DXO DYNC2H1 E4F1 EARS2 ECE1 EEF1A1P19 EEF1AKMT2 EFCAB7 EFHC1 EIF2S1 EIF4EBP1 ELMOD3 ELP2 EMC1-AS1 EML2 ENAH ENPP1 ENSG00000181123 ENSG00000230021 ENSG00000233223 ENSG00000236393 ENSG00000247416 ENSG00000255647 ENSG00000265246 ENTPD1-AS1 ERAL1 ERBB2 ERCC6L ERLIN1 ETHE1 EVC EXO5 EXO5-DT EXOSC2 FABP5P3 FAF2 FAM151B-DT FAM200B FAM210B FAM222B FAM76B FAU FBH1 FBXL15 FBXL5 FCHO2 FEM1C FES FIBP FILIP1 FLT3 FMN2 FMO4 FNBP1 FNDC3A FNTB FREM2 FRMD7 FTO FTSJ3 FUNDC1 FUT8 FUT8-AS1 FYN G3BP2 GALK2 GALNT6 GALNTL5 GCATP1 GDI2 GGNBP2 GIT2 GLCE GLG1 GLT8D2 GM2A GMDS GNB2 GNG4 GPR143 GSDMA GSE1 GSR GSTO1 GTPBP3 H1-10-AS1 HAPLN2 HBZP1 HCG27 HEBP2 HERPUD2 HGS HIF1A-AS1 HIVEP3 HNRNPF HNRNPM HNRNPMP2 HRCT1 HSPA12A HSPA8 HYAL3 ICAM4 ID4 IFT122 IFT140 IGHA2 IGHVII-30-1 IL17RA IL6ST ILVBL IMMP2L IPP IQSEC2 IRF2BP2 IRX4-AS1 ISG15 ISYNA1 ITFG2 ITFG2-AS1 ITGAL-AS1 ITGB3BP ITPR1 ITSN1 JADE2 JAK1 KANSL1 KANSL1-AS1 KAT5 KAT8 KATNA1 KBTBD4 KCNAB3 KCNK1 KCNN3 KCTD7 KDM1A KDM3A KDM8 KDSR KHDRBS1 KIF18B-DT KIF20B KLC4 KLHL26 KRBA2 KRIT1 KSR1 LEPR LEPROT LIM2-AS1 LINC00581 LINC00869 LINC01010 LINC01182 LINC01235 LINC01359 LINC01475 LINC01476 LINC01533 LINC01596 LINC01607 LINC01623 LINC01641 LINC01763 LINC01960 LINC02030 LINC02074 LINC02288 LINC02352 LINC02598 LINC02609 LINC02765 LINC02861 LINC03019 LIPA LIPH LNPEP LOC101929566 LRP11 LRRC73 LRRC8A LRRD1 LSR LUZP1 LYSMD3 LZIC MALINC1 MAML1 MAN1A2 MAN1B1 MAN1B1-DT MAN2A1 MAN2A1-DT MAN2C1 MANEAL MAP1B MAPKBP1 MARCHF8 MARK2P4 MATK MCC MCM3AP MDM2 MDN1 MED10 MED21 MEFV MERTK METTL16 METTL7B MFSD11 MFSD4B MFSD4B-DT MIA3 MIB1 MICALL1 MIR1273C MIR3529 MIR3665 MIR4470 MIR4520-2 MIR4537 MIR4716 MIR5188 MIR607 MIR6070 MIR627 MKNK1 MLLT3 MOCOS MOK MORC3 MORN1 MPDU1 MPHOSPH9 MRGPRX5P MRPL19 MRPL49 MRPS23 MT-RNR1 MT-TF MT-TP MTCO3P12 MTFMT MTFR1L MTIF3 MTMR1 MTMR9LP MTND5P11 MTND5P8 MTO1 MTRF1L MX2 MYCBPAP MYO18A MYO1A NAPSA NCAM1 NCAPG NCOR2 NDEL1 NDST4 NDUFA5 NDUFAF6 NDUFS3 NFATC2 NHERF2 NID1 NKAIN1 NKAPP1 NLE1 NMNAT1 NNT NNT-AS1 NOL11 NOL4 NOL6 NORAD NPHS1 NPNT NPR3 NT5E NYAP1 OACYLP ODAD1 OLIG2 OR1X5P PAPSS2 PAWRP1 PBX1 PCDHGA11 PCM1 PCNX2 PDCD6P1 PDIA5 PDXP PDXP-DT PEA15 PER2 PGAP3 PGAP4 PGM2 PGM3 PHACTR4 PHF14 PITX2 PKMYT1AR PLA2G15 PLCD1 PLEKHG3 PLEKHH1 PLK1 PLK2 PLS1 PNPO POLD3 POLR1F PPOX PPP1R12A PPP1R12C PPP1R14D PPP1R1B PPP2CA PPP2CA-DT PPP2R3B PPP2R3C PPP2R5B PQBP1 PRELID3A PRKAR1A PRKCI PRKCZ PRORP PRSS12 PSD PSMA6 PSMC5 PTBP3 PTCH2 PTGES3L PTGES3L-AARSD1 PTPN2 PURA QPCTL QSER1 R3HCC1L RAB11FIP1P1 RAB30 RAB30-DT RAB4A RAB4B RABGAP1L RABGAP1L-DT RAD23A RAD54L RAI14 RARG RBL2 RBM15 REN RER1 RETSAT RFTN1 RHOQ RIMS1 RN7SL15P RN7SL521P RNA5SP441 RND1 RNF121 RNF150 RNF187 RNF20 RNU4-2 RNU5E-6P RNU6-1003P RNU6-1340P RNU6-166P RNU6-206P RNU6-254P RNU6-695P RNU6-74P RNU6-847P RNU6-908P RNU7-24P RNVU1-30 RPA2 RPGRIP1L RPL10A RPL26 RPL27 RPL3 RPL36 RPL7AP6 RPS19 RPUSD2 RRN3P1 RUNX1T1 S100A4 SAMD13 SAMD4B SAPCD2 SASH1 SCAND1 SCARNA11 SCN3B SDAD1P3 SDC4 SDC4P SDHD SEC31A SELENBP1 SEMA7A SF3B3 SH3BP5 SH3GL1 SIDT1 SKIC3 SLAIN1 SLC11A2 SLC22A4 SLC25A19 SLC25A45 SLC26A6 SLC35F2 SLC38A6 SLC39A6 SLFN12 SMAD6 SMARCD2 SMG1P3 SMIM7 SMO SNHG17 SNHG30 SNHG7 SNORA17A SNORA17B SNORD43 SNRPD2 SORBS3 SOS1 SP2-AS1 SPATS2L SPEN SPON1 SPOUT1 SPRYD7 SPTAN1 SRSF2 SRSF6 ST3GAL3 ST6GAL2 STC1 STIM1 STK19 STK32B STKLD1 STOML2 STX4 STYK1 SULT4A1 SUPT3H SVIL SYCE1 SYCE2 SYT17 TAFA2 TAP2 TBC1D10A TBCCD1 TBX3 TCAM1P TEF TGFB1 THAP9-AS1 THTPA TIMM17B TIMM8B TLCD1 TLCD3B TM4SF19 TM4SF19-DYNLT2B TMEM132E-DT TMEM145 TMEM165 TMEM184C TMEM184C-DT TMEM191A TMEM202-AS1 TMEM38A TMEM44-AS1 TMEM98 TMPRSS4 TNFRSF12A TOB2 TOM1L2 TOMM7 TP53 TP53TG3GP TRAJ27 TRAPPC1 TRAPPC8 TRIM15 TRIM36 TRIM44 TRIM9 TRMT10B TRMT5 TRPM6 TTC1 TTLL6 TXNL1 UBA5P1 UBC UBE2E3 UBE2G1 UBE2Z UBE3A UBFD1 UBR4 UBR5 UNC45A USO1 USP40 UTP4 VAV3 VKORC1 VTA1 VTRNA1-3 VWA7 WARS2-AS1 WBP2 WDR1 WDR26 WDR35 WDR36 WDR7 WNT8A WRAP53 XNDC1N YAP1 YBEY YIPF6 YWHAB ZC3H7A ZFHX2 ZFP64 ZFP82 ZFPM2-AS1 ZGRF1 ZHX3 ZMYM5 ZNF106 ZNF155 ZNF223 ZNF224 ZNF227 ZNF230 ZNF230-DT ZNF233 ZNF234 ZNF254 ZNF382 ZNF398 ZNF420 ZNF425 ZNF433-AS1 ZNF45 ZNF491 ZNF544 ZNF554 ZNF573 ZNF609 ZNF675 ZNF705A ZNF706 ZNF724 ZNF772 ZNF775 ZNF786 ZNF799 ZNF862 ZNF879 ZSCAN26 ZSWIM6 ZNF146_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF146_TARGET_GENES AAK1 AAR2 ABCA8 ABCA9-AS1 ABCB7 ABCD1 ABHD13 ACOXL ACSL1 ACSM3 ACTBP11 ACTL6B ACTMAP ADAM18 ADAM22 ADAP2 ADAT2 ADCY10 ADGRB3 ADGRE2 ADGRG4 ADGRL1 ADIPOR1 ADIPOR2 ADPGK AGK AGK-DT AGTRAP AHCYP2 AJUBA AJUBA-DT AKAP6 AKR1C7P AKT2 ALDOA ALG1 ALG14 ALG3 ALKBH3 ALPI ANAPC2 ANAPC5 ANGEL1 ANKRA2 ANKRD12 ANKRD24 ANKRD36BP1 ANKRD40 ANKS4B ANO3 ANO8 ANP32E ANXA2 AP1G1 AP3S2 AP4M1 APLP2 APOL2 APRT ARGFXP1 ARHGAP45 ARHGEF1 ARHGEF12 ARHGEF2 ARHGEF28 ARID1A ARID1B ARL2BPP1 ARL5A ARMC10 ARMCX5 ARMCX5-GPRASP2 ARPC3P3 ARSB ASAH2B ASB6 ASCC1 ASH2L ASMTL ATAD2 ATG101 ATG4AP1 ATL3 ATP2C1 ATP2C2-AS1 ATP5F1B ATP5MC2 ATP5PF ATP6AP1L ATRIP ATXN2L AURKAIP1 B4GALT7 BAAT BANF1 BARHL1 BBS1 BBS2 BBS7 BBX BCAS2P1 BCL7B BDKRB2 BEND2 BHMT2 BIRC6 BLOC1S1 BMS1 BMS1P4 BMS1P4-AGAP5 BNIP1 BORCS8 BORCS8-MEF2B BRF2 BRWD1 BRWD1-AS2 BTBD1 BTRC BUB3 C10orf88 C12orf29 C12orf4 C12orf76 C17orf67 C17orf75 C18orf21 C21orf62-AS1 C2CD5 C2orf42 C4BPAP2 C9orf78 CA11 CALCRL-AS1 CALM1 CALM1P1 CALM2 CALM3 CAMKV CAPN2 CAPZA2 CASKIN2 CBFB CCAR1 CCAR2 CCDC125 CCDC14 CCDC159 CCDC18 CCDC69 CCDC74A CCDC77 CCDC88A CCDC97 CCNB1IP1 CCNE1 CCNG2 CCNI CCNL1 CCT6B CD209 CD4 CDC42SE1 CDCA2 CDCA4P2 CDH26 CDIPT CDIPTOSP CDK1 CDK14 CDK5RAP1 CDKL3 CDR2 CELF6 CENPB CENPP CENPU CEP95 CERNA3 CFAP20 CFAP410 CFAP74 CHADL CHEK2 CHURC1 CHURC1-FNTB CIZ1 CKB CLCC1 CLCN7 CLEC4M CLTC CLTCL1 CMBL CMKLR1 CMTM7 CMTR1 CNIH3 CNNM1 COG2 COL12A1 COL4A5 COL4A6 COMMD2 COMMD4 COPS3 COPS6 COPS7B COPS9 COQ3 COQ4 COQ8A COQ8B COX11P1 COX16 CPB2-AS1 CPLX1 CPLX2 CRACD CROCCP2 CRTC3 CRX CRYM CSGALNACT2P1 CSRP2P2 CST7 CTC1 CTNNA2 CTNNB1 CTNNBL1 CTSA CUL4A CYB5D2 CYB5R4 CYCSP27 CYCSP34 CYP2R1 CYP4F3 CYP4Z1 DAD1 DCBLD2 DCP1A DCTN5 DCTPP1 DCUN1D2-AS DDIT4 DDR1 DDX5 DDX55 DERL2 DEUP1 DLG1 DMAP1 DNAH5 DNAJC11 DNAJC13 DNAJC25 DNAJC25-GNG10 DNAJC27 DNAJC27-AS1 DNASE1L1 DNM1 DNM1P38 DNM2 DNMT3A DNTTIP1 DOCK10 DOCK5 DPEP1 DPH7 DPY19L3 DPY19L3-DT DPY19L4 DRG2 DSTYK DTWD1 DUS1L DUSP7 DUTP4 DYNC1I2 DYNC2I2 DYNLT2 DYRK4 DZANK1 E2F4 E4F1 ECD ECE2 EDC3 EDC4 EEF1A1P18 EEF1A1P8 EEF1A2 EEF1DP2 EEFSEC EFCAB7 EGR4 EIF1AD EIF1P7 EIF2B4 EIF2D EIF2S2P6 EIF3E EIF4A2 EIF6 ELAC1 ELAVL2 EMC9 EME2 ENDOV ENPP3 ENSG00000212187 ENSG00000222966 ENSG00000230021 ENSG00000231252 ENSG00000232995 ENSG00000239008 ENSG00000239041 ENSG00000247416 ENSG00000252923 ENSG00000259362 ENTPD1-AS1 EOLA1 EOLA1-DT EPB41L4A-AS1 ERBB4 ERCC5 ERICH6B ERMARD EVI2B EWSR1 EXD2 EXD3 EXOSC1 EXOSC3 EZH2 EZR FA2H FAAP100 FABP5P15 FADS2 FAH FAHD1 FAM110A FAM136A FAM13A FAM149B1 FAM167A-AS1 FAM227B FAM228B FAM76B FAM81B FAM83C-AS1 FAM89A FAM98B FBLN7 FBXO22 FBXO36 FBXW8 FEZF1 FEZF1-AS1 FGA FGD6 FHL1 FKBP7 FOXJ3 FRA10AC1 FREM2 FRYL FUT5 FYTTD1 GABARAP GABPA GABPB1 GABPB1-AS1 GABPB2 GALNT16-AS1 GALNT7 GAPDHP31 GATC GATM GBA1 GDF15 GDI1 GDI2 GEMIN6 GEMIN8P4 GFI1B GGACT GGTA1 GHITM GIN1 GIT1 GLRA1 GLUD1P3 GMDS GNB2 GNPTG GOLGA3 GOSR2 GPC6 GPR42 GPS1 GRB2 GRPEL2P2 GSAP GSPT1 GSTCD GTF2B GTF2H4 GTF2IP22 GTF3C3 GTF3C5 GTPBP3 GUCD1 GUSBP1 H2AC11 H2BC11 H3P42 H4C8 HACE1 HAGH HASPIN HDDC3 HDGF HEATR1 HELQ HEMGN HERC1 HEXA HEXA-AS1 HEXIM1 HEXIM2 HEXIM2-AS1 HHATL HINT1P1 HIRA HIVEP3 HMG20A HMGB1 HNRNPA1P24 HNRNPA1P25 HNRNPA1P26 HNRNPA3P3 HNRNPL HOXD8 HP1BP3 HSD17B1-AS1 HSDL2-AS1 HSP90AB1 HSPD1P21 HTD2 HTR3D HTR5A HYCC2 IFNA2 IFNAR1 IFTAP IGDCC4 IGF1R IGHMBP2 IGLV4-60 IL23R IL2RB IMPDH1P4 ING4 INTS12 INTS14 INTS5 IP6K1 IPO4 ISCA1P2 ISLR2 ITFG2-AS1 ITGA7 ITGAE ITGAL ITGB1 ITGB1-DT ITGB3BP ITPK1P1 IZUMO4 JCHAIN JMJD1C JMJD4 JPX JRK KBTBD4 KCNH6 KCTD21 KCTD5 KCTD9 KDM1A KDM3A KDM5A KDM5C KIAA2013 KIF2A KLHDC1 KLHL25 KLHL26 KLLN KLRF1 KMT2A KMT2B KMT5B KNL1 KPNB1 KPNB1-DT KRT18P68 KRT224P KRT8P11 KRT8P24 KRTCAP2 LAIR1 LAIR2 LAMP1 LAMP2 LARGE1 LCE1C LEO1 LGALS13 LGALS14 LHFPL5 LHX3 LIG4 LIN9 LINC00396 LINC00431 LINC00868 LINC00869 LINC00917 LINC01068 LINC01201 LINC01349 LINC01411 LINC01547 LINC01587 LINC01596 LINC01691 LINC01719 LINC01804 LINC01886 LINC01933 LINC01981 LINC02050 LINC02104 LINC02332 LINC02341 LINC02345 LINC02436 LINC02613 LINC02890 LINC02909 LINC02953 LINC02960 LIPM LMAN2 LMX1B LMX1B-DT LNPK LOC124906194 LRP12 LRP6 LRRC37A5P LRRC59 LSG1 LSM5 LSR LTBP4 LTN1 LYPLA2P1 LYPLAL1 LYSET LZIC MACROH2A1 MALLP2 MAML3 MAN2C1 MAPK8IP2 MAPKAPK5 MAPKAPK5-AS1 MARCHF4 MARCHF8 MASP1 MAST3-AS1 MBD3L1 MBD6 MBTPS2 MCAT MCL1 MCM3AP MCM7 MDH1 MED18 MED23 MED4 MED9 MEF2A MEF2D MEGF10 METAP2 METTL15 METTL9 MFF MFF-DT MFHAS1 MFSD12 MFSD6 MIA2 MIA3 MIR1302-3 MIR1538 MIR194-1 MIR3117 MIR5188 MIR548AA2 MIR548H2 MIR606 MIR6514 MIR7-3 MIR7-3HG MIR764 MIS12 MITD1 MKRN2 MLEC MNAT1 MOB3A MPLKIP MRAS MRPL1 MRPL13 MRPL21 MRPL27 MRPL30 MRPL40 MRPL44 MRPL55 MRPS18C MRPS2 MRPS31 MRPS31P4 MRPS31P5 MRPS34 MSR1 MST1P2 MT-ATP6 MT-ATP8 MT-ND6 MT-RNR1 MT-TA MT-TC MT-TE MT-TF MT-TK MT-TN MT-TS1 MT-TT MT-TY MTBP MTCO1P2 MTCO3P12 MTF2 MTFR1P1 MTHFD2L MTIF2 MTIF2P1 MTMR9 MTND5P11 MTR MTREX MUC20-OT1 MYH16 N4BP3 NACA3P NAGPA NCAM1 NCAPG2 NCBP3 NCOA1 NCOA4 NCSTN NDUFA11 NDUFAF1 NDUFAF2 NDUFB3 NDUFC2 NDUFC2-KCTD14 NDUFS3 NDUFS7 NEAT1 NEK4 NEK7 NEURL2 NFAT5 NFATC3 NFE2L2 NFIB NKAPP1 NLRP5 NLRP8 NME1 NME1-NME2 NMNAT1 NOL12 NOL8 NOP16 NOP56 NOPCHAP1 NOSIP NOXA1 NPLOC4 NPM1P50 NPM1P9 NSD2 NSFL1C NSL1 NSMCE2 NUDCD1 NUDT19P3 NUF2 NUP160 NUP43 ODF2L OGFOD1 OGT OLIG1 OR52E6 OR5K2 OR7A18P OR7E101P OR7E104P OR7E111P OSBP2 OSMR OSMR-DT OSTM1 OTUB2 PAFAH2 PAIP1 PALB2 PAXBP1 PBX4 PCAT6 PCBP2 PCID2 PCLAF PDCD6IP PDCD6P1 PDE4C PDE6D PDE8A PDIA5 PDLIM1P2 PDLIM1P3 PDLIM1P4 PDXDC1 PDXK PEAK1 PEMT PEPD PES1P2 PEX3 PFAS PFDN4 PFKM PFN2 PGBD5 PGK1 PGS1 PHF19 PHF21A PHF21B PHGDH PHIP PIERCE1 PIGL PIM3 PKM PLAC8 PLAGL1 PLAT PLCB2-AS1 PLEKHM3 PLIN1 PLK1 PLXDC1 PML POLD1 POLE4 POLI POLR2C POLR2I POLR2J3 POLR3E POLR3F POMT2 POP4 PPIAP45 PPIL3 PPIP5K2 PPM1N PPP1R11 PPP1R14BP5 PPP1R37 PPP1R9A-AS1 PPP2R2A PPP4R1 PPP5D1P PPT1 PRCP PRDX1 PRKCH PROCA1 PRODH2 PROX1-AS1 PRPF8 PRR15-DT PRRG2 PRSS27 PSCA PSMB6 PSMD11 PSMD8 PSMD9 PSORS1C1 PSTK PTEN PTGR2 PTK2 PTP4A1 PTPN11 PTPN2 PTPN21 PTPRN PTS RAB3GAP1 RAB3IP RABEP1 RABEP2 RAD51AP1 RAF1 RALB RALBP1 RALY RANBP3 RANBP3-DT RARS1 RASL11A RASSF8 RBBP5 RBL1 RBM28 RBM33 RBM33-DT RBM42 RBPMS RBPMS2P1 RCOR1 RCOR2 REXO4 RFC1 RFNG RFX3 RFX7 RFXANK RGS5 RILPL2 RN7SKP112 RN7SKP219 RN7SKP59 RN7SL19P RN7SL293P RN7SL322P RN7SL328P RN7SL392P RN7SL47P RN7SL507P RN7SL819P RNA5SP117 RNA5SP190 RNA5SP232 RNA5SP261 RNA5SP399 RNA5SP433 RNA5SP491 RNA5SP60 RNA5SP91 RNF14P4 RNF213-AS1 RNF34 RNU1-52P RNU2-31P RNU5A-5P RNU6-1009P RNU6-1059P RNU6-1106P RNU6-131P RNU6-19P RNU6-232P RNU6-27P RNU6-294P RNU6-312P RNU6-33P RNU6-38P RNU6-393P RNU6-59P RNU6-901P RNU6-944P RNU7-148P RNU7-24P RNU7-27P RNU7-38P RNVU1-15 RNVU1-19 RNVU1-27 RNVU1-3 RNVU1-6 RPA2P2 RPL12P21 RPL21P30 RPL22 RPL27 RPL29 RPL29P12 RPL31P33 RPL31P61 RPL32P28 RPL36AP18 RPL37 RPL37A RPL37A-DT RPL3P2 RPL4 RPL5 RPL6 RPL7P24 RPL9P28 RPP14 RPS16 RPS20 RPS23P10 RPS23P9 RPS26 RPS26P56 RPS2P25 RPS2P4 RPS3AP51 RPS4XP19 RPS6KB1 RPS7 RPSAP14 RTN4 RTTN RUBCN RYR1 SAR1B SAT1 SBF2 SCAMP5 SCN8A SCRT1 SDAD1 SEC13 SEC16B SEC22C SECISBP2L SEL1L3 SELENOH SEMA4B SEMA6A SEMA7A SENP1 SENP8 SEPTIN7P7 SERP1 SERPINB6 SERPINI1 SETD1A SF3A3 SF3B6 SIGLEC16 SIRT6 SKP2P1 SLAMF6 SLC10A7 SLC13A3 SLC22A15 SLC24A1 SLC25A24 SLC25A36 SLC25A45 SLC33A1 SLC35A3 SLC35E1 SLC36A4 SLC39A3 SLC3A1 SLC44A1 SLC4A1AP SLC50A1 SLC6A1 SLX9 SMARCA1 SMARCD2 SMARCD3 SMCO2 SMG1P1 SMG5 SMG7 SMG7-AS1 SMG8 SMG9 SMIM23 SMIM8 SMPD4P1 SNAP23 SNAP25-AS1 SNAP47 SNHG11 SNHG17 SNORA13 SNORA14B SNORD39 SNORD4B SNORD54 SNORD59A SNRNP27 SNRNP35 SNRNP70 SNRPA SNRPCP11 SNRPCP14 SNRPCP5 SNRPD3 SNRPE SNX12 SNX15 SNX17 SNX25 SNX25P1 SNX29P1 SNX29P2 SP3 SP9 SPACA3 SPATA5L1 SPICP1 SPICP5 SPINT1-AS1 SPOCD1 SPOCK1 SPRED1 SPSB1 SPSB2 SRRM3 SRSF1 SRSF3P1 SRSF4 SRSF7 SSBP1 SSBP2 SSNA1 SSRP1 SSU72 ST13P2 STAG1 STAT6 STEAP1B STEEP1 STK10 STK24P1 STK32A-AS1 STK36 STMN3 STMP1 STOML2 STRA6 STRBP STX16 STX16-NPEPL1 STX18 STX18-AS1 SUCLG2-DT SUDS3 SUGCT SUPT5H SUPT7L SUSD5 SYCP2 SYDE1 TAB2 TACO1 TAF3 TAFA2 TAOK3 TARBP1 TARS2 TATDN3 TAX1BP1 TBC1D13 TBC1D19 TBCB TBCD TBL3 TBPL1P1 TCF3 TCN1 TEFM TENM3 TFDP1 TGS1 THRB-IT1 TIA1 TIMM22 TIPINP1 TIPRL TJP3 TLCD3B TLE2 TLK1 TM9SF4 TMA16 TMCC2 TMCO1 TMCO1-AS1 TMEM101 TMEM144 TMEM147 TMEM147-AS1 TMEM167B TMEM167B-DT TMEM223 TMEM230 TMEM242 TMEM242-DT TMEM248 TMEM26 TMEM263 TMEM41A TMEM44 TMEM68 TMEM79 TMEM82 TOB2 TOB2P1 TOMM20 TOMM7 TOP3B TOR1AIP1 TPRX1 TPTE2P5 TRBV21-1 TRBV21OR9-2 TRDMT1 TREML5P TREX2 TRGV2 TRGV4 TRIAP1 TRIAP1P1 TRIM46 TRIP12 TRIP4 TRMT112P7 TRPC6P10 TRPV1 TRUB2 TSBP1 TSC1 TSEN15 TSEN54 TSPAN10 TSR3 TTC26 TTC3 TTI2 TTN-AS1 TUBA8 TUBAP7 TUBB2B TUBD1 TUBG2 TUBGCP3 TUBGCP4 TUSC8 TUT1 TVP23B UBA7 UBB UBC UBE2B UBE2D2 UBE2D3 UBE2D3-AS1 UBE2I UBP1 UBR2 ULBP1 UNC5B UQCC4 UQCC6 USP20 USP30 USP36 USPL1 UTP15 VARS2 VAV1 VCL VDAC2P2 VEZT VMAC VN1R105P VPS25 VPS33A VPS51 VWA8 VWA8-AS1 WASHC5 WDPCP WDR11 WDR11-DT WDR24 WDR25 WDR31 WDR36 WDR90 WEE2 WEE2-AS1 WFDC3 WNK3 WRAP53 WT1 WTAP WTIP XIST YAP1 YBEY YIF1A YKT6 ZBBX ZBTB20 ZBTB21 ZBTB45 ZC3H13 ZC3H6 ZCCHC4 ZDHHC16 ZER1 ZFYVE26 ZKSCAN2 ZMAT2 ZMPSTE24 ZMPSTE24-DT ZMYM4 ZMYM6 ZNF101P1 ZNF106 ZNF131 ZNF165 ZNF181 ZNF217 ZNF233 ZNF236-DT ZNF302 ZNF326 ZNF335 ZNF410 ZNF490 ZNF518A ZNF529 ZNF529-AS1 ZNF540 ZNF554 ZNF558 ZNF561 ZNF561-AS1 ZNF569 ZNF570 ZNF579 ZNF609 ZNF689 ZNF76 ZNF780A ZNF786 ZNF791 ZNHIT6 ZNRF1 ZSCAN12 ZSCAN25 ZSCAN9 ZWILCH ZZEF1 ZNF157_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF157_TARGET_GENES ARHGEF11 ARID1B ARIH2 ATP1A3 B3GNT6 B4GALT7 BEND7 C11orf80 CACNA1A CACNA1C CC2D1A CCDC171 CCN1 CDC42EP4 CEP170B CEROX1 CNIH3 COL6A1 COX5BP2 CPAMD8 CREB5 CSNK1G2 CWC25 CXXC1 CYCSP26 DOK4 ENSG00000267058 ENSG00000268655 EVPL FBXL2 FCAR FCHSD2 FZR1 GABBR1 GBA1 GINS1 HPRT1P3 ILVBL-AS1 KIDINS220 KLHDC9 LBX1-AS1 LINC00431 LINC02976 LMF1 LMO4 MAF1P1 MIOS MIR4646 MIR6792 MIR6807 MSRB1 NFASC NOD2 NOL6 NXNP1 PITPNM2 PKD1 PPIAP59 PRSS8 RASL11A RIMKLB RN7SL810P RPL31P46 RPS15A SCN1B SELENOP SLC25A23 SLC29A4 SLC66A2 SMC4 SNORA24B SOX8 SPON2 STAT6 TBXA2R THA1P TMEM248 TOM1 VANGL1 VPS51 ZNF404 ZNF45-AS1 ZNF555 ZNF585B ZNF691 ZNF165_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF165_TARGET_GENES ABCB6 ABCC4 ADPGK ANKRD33BP1 ATF6 ATF6-DT ATL2 BMPR1A BTG1 BTG1-DT CDC123 CDKN1B CDKN1C CMTR1 CST3 CYP1B1 CYP2R1 ECI1 EML6 ERI1 ESYT2 FANCC FBF1 FGF9 FUT11 GARNL3 GPR39 IQCN ITGB2 ITM2C IZUMO4 LINC01730 LINC01843 LINC03052 LRRC71 MFSD12 MIDN MIR137HG MIRLET7IHG MOB3A MYLK NMRK1 NPEPL1 NUDT5 OPLAH PISD PPP1R12C PRSS12 PTEN PTPN1 PTPRG RAB10 RASSF1-AS1 RCAN1 RFC2 RICTOR RIN3 RPS14 SAC3D1 SEC24D SEPHS1 SLC17A5 SLC22A5 SNORD12C SOGA1 SPAG1 SPPL2A SPSB2 ST3GAL6 ST3GAL6-AS1 STK10 STRIP1 TBC1D4 TCEANC2 TMEM179B TMTC4 UBQLN1 UBQLN1-AS1 UQCC1 YARS1 ZFAS1 ZMPSTE24 ZMPSTE24-DT ZNF503-AS2 ZNF7 ZNFX1 ZNF169_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF169_TARGET_GENES ANKRD54 ARF3 ARHGAP24 ASPHD1 ATN1 BCL7A BRWD1 BRWD1-AS2 CABIN1 CASC3 CDKL5 CERS5 CORO1C CRYZL1 DBH-AS1 EFCAB7 EFHB FAM168A FBXO31 FCHSD2 HAR1A ITGB3BP ITSN1 KSR2 LBX1-AS1 LINC00431 LINC01022 LINC01119 LINC01132 MAP1LC3B MIR7-3HG OPTN PLEKHG3 PRSS8 PTCH1 QPCTL RABGAP1L SNRPD2 STAT6 STX6 TRAPPC9 TSC22D4 TXLNB TYR ZNF10 ZNF790 ZNF16_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF16_TARGET_GENES ADCK2 ADGRG1 ADORA2A AK1 APC2 ARHGAP45 ARHGEF10L ARL5C BCL11B BCR C1orf21-DT CACNA1A CCDC159 CD79B CELF5 CERS4 COL16A1 CRHR1 CYGB CYP4F26P DAB2IP DUSP5-DT EML3 ERCC1 FBXL18 GIPR GTF2IRD1 HIPK4 HMG20B HOMER3 IGSF21 IL12RB1 KANK2 KANSL1 KANSL1-AS1 KCNJ2-AS1 KCNN1 KISS1R KRT86 KTN1 LINC02559 LTBP3 MARK4 MFNG MKNK2 MRPL34 MT2A MYO5A NFIC NOP53 NUAK2 PALM PGLS PLA2G6 PLCXD2 PLK5 PPP1R3F RAB3IL1 RASGRP2 ROM1 SAMD4B SEMA6B SGK2 SIGLEC1 SIRT6 SYMPK TFEB TJP3 TLE5 TLE6 TMEM161A TNKS TPGS1 TPM4 TRIM45 VAV1 YJU2B ZNF175_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF175_TARGET_GENES AAMP ABCA17P ABCA3 ABCC3 ABCF3 ABHD5 ACIN1 ACP2 ACSL6 ACSM3 ACTB ACTG1 ACVR1B ADAM15 ADAM9 ADD1 ADGB ADGRB3 ADGRB3-DT ADNP ADORA3 AGER AGL AGPS AHCYL2 AHI1 AHNAK AIMP2 AKR1E2 ALG1L13P ALG6 ALKBH7 ALKBH8 ALPK1 AMBRA1 AMMECR1 ANKRD17 ANKRD42 ANKRD65 ANKS6 ANKZF1 ANO10 ANO4 ANO7 ANP32A ANXA11 AP2A2 AP2S1 AP3M2 APAF1 APBB1 APH1B APP ARAP1 ARHGAP24 ARHGAP25 ARHGDIA ARHGEF12 ARID4A ARL14EPL ARL4A ARL5AP5 ARMH4 ARPC2 ARPC5 ARRDC3 ASAP3 ASIC4 ATF3 ATF7IP2 ATG9A ATP2B4 ATP5F1D ATP5MC1 ATP6V0A1 B3GAT3P1 B3GNT5 BABAM1 BANCR BANP BARHL1 BCAT1 BCL7C BIN1 BIRC5 BLOC1S4 BLTP2 BMAL1 BOD1 BRD2 BRWD1 BRWD1-AS2 BSX C10orf95-AS1 C12orf43 C16orf95 C17orf58 C19orf38 C19orf44 C1orf159 C1orf174 C1orf74 C2CD2L C2CD3 C2CD5 C3AR1 C3orf86P C6orf62 CABIN1 CACTIN CADM3-AS1 CALB1 CALCOCO1 CALM3 CALR3 CAMKK2 CAMTA1 CAMTA1-DT CAND1 CAPN15 CARD8 CARD8-AS1 CASK CASS4 CBX4 CCAR1 CCDC124 CCDC137 CCDC137P1 CCDC159 CCDC174 CCDC25 CCDC88A CCNL1 CCT3 CCT6B CCZ1P1 CD24 CDC40 CDCA3 CDH23 CDK5RAP2 CDYL CEP131 CEP290 CEPT1 CFAP99 CFL1 CHCHD2 CHCHD2P1 CHD2 CHMP3 CHMP4B CHST10 CLASP1 CLEC16A CLP1 CLPB CLPX CLSTN1 CLTC CMTM3 CNOT10 COG3 COMMD5 COX7C CP CPEB2 CPEB2-DT CPNE2 CREM CRPPA-AS1 CRTC2 CRYBG2 CSTF3 CSTF3-DT CTTN CTTNBP2 CUL5 CWC22 CXCL2 CXXC1 CYB5R4 CYP2R1 DCTN2 DDX17 DDX23 DDX3X DFFA DGCR8 DHRSX DHX40 DHX58 DIXDC1 DNAAF5 DNAJB2 DNHD1 DOCK7 DPAGT1 DPY19L4 DRAM2 DSTYK DYNC1I2 EBAG9 EBF1 EEF2K EGFLAM EIF3B ELF2P2 ENAM ENSG00000206898 ENSG00000213963 ENSG00000230615 ENSG00000232124 ENSG00000250274 ENSG00000254718 ENSG00000267052 ENSG00000278390 EOGT EPC1 EPC1-AS1 EPC1-AS2 ERI1 ERP44 ESYT2 EVI5 EZR FADS1 FAM131B-AS2 FAM168B FAM170B-AS1 FAM83A FAM83A-AS2 FARSA FASN FAXDC2 FBXL21P FBXO15 FBXO38 FBXO38-DT FBXW11 FCGR2A FCHSD2 FEM1A FGGY FKBP8 FLYWCH1 FOXN4 FZD3 GAB2 GABRB3 GALE GALM GAPVD1 GAREM2 GAS8 GDF2 GFER GFUS GGT1 GHITM GLB1 GLRA1 GNA15-DT GNB4 GNG4 GNL3L GON4L GPATCH8 GPBP1L1 GRB10 GRK6 GSPT1 GTF2H4 GTF2IRD1 GUSBP18 GYPE H4C8 HDAC6 HEMGN HERC1 HES4 HIKESHI HM13 HMBOX1 HMGB1 HMOX2 HMX3 HS1BP3-IT1 HSF2BP HSPA9 HTD2 HTR5A IFNAR1 IFRD2 IFT20 IFTAP IGF1R IKBIP IKBKB-DT IKZF2 IL1R1 IL23A IMPACT ING4 INTS9 INVS IQCN IRF2BP2 ISG15 ISG20 ITGAL JAM2 JMJD1C JOSD1 JOSD2 JSRP1 KBTBD6 KBTBD7 KCNAB1 KCNH6 KCNK1 KCNMB2 KCTD20 KDM7A KDM7A-DT KHSRP KIAA1143 KIF15 KIF2A KMT5A KNL1 KNTC1 KPNB1 KPNB1-DT KRT18P33 KRTAP2-4 LACTB2 LARS1 LASP1 LCOR LEMD2 LEPROTL1 LINC00235 LINC00426 LINC00607 LINC00620 LINC00668 LINC00958 LINC01258 LINC01287 LINC01353 LINC01397 LINC01521 LINC01629 LINC01719 LINC01732 LINC01756 LINC01898 LINC01969 LINC02122 LINC02252 LINC02288 LINC02345 LINC02543 LINC02578 LINC02695 LINC02777 LINC02842 LINC02863 LINC02928 LINC02985 LINC03023 LNCATV LNCTSI LOC101929566 LOC105376805 LOC112268404 LOC124900421 LOC124901506 LOC124904669 LRBA LRP6 LRRC41 LRRC61 LSM10 LUC7L LYPLA1 LYSMD1 MACROH2A1 MAD2L1BP MAG MAGOH2P MAK16 MAN2A2 MANEAL MAP1LC3B2 MAPK13 MAPK8IP2 MAPKAPK5 MAPKAPK5-AS1 MARCHF2 MARS1 MASP1 MATN1-AS1 MAU2 MAZ MCTS1 MDH1 MEF2C MEF2C-AS1 MELK METTL3 MFAP1 MFAP3L MGC4859 MGRN1 MIER1 MILR1 MIR130AHG MIR202HG MIR223HG MIR3124 MIR3649 MIR4645 MIR4729 MIR4733HG MIR4736 MIR4766 MIR6841 MIR7-3 MIR7-3HG MKKS MKRN3 MLLT10 MPND MPV17L2 MRFAP1L1 MRPL52 MT-CO1 MT-ND3 MT-ND4 MT-ND4L MT-RNR2 MT-TG MT-TQ MT-TR MT-TV MT-TW MTMR4 MTMR9 MTND6P4 MTR MUC20-OT1 MUS81 MXD1 MYCL MYH9 MYL12-AS1 MYL12B MYO18B MYO3B-AS1 MYO5B NADK2 NAGLU NAPEPLD NAV2 NAV2-AS6 NCOA3 NCOA6 NDC1 NDUFA4 NDUFS2 NDUFS7 NELFE NFE2 NFE2L1 NFE2L2 NFIX NIFKP7 NINJ2 NMRAL1 NOSIP NOXO1 NPEPPS NPEPPSP1 NPL NR1H3 NR3C1 NR4A1 NSD1 NSD3 NSMAF NTPCR NUMA1 NUP210 OAZ1 OIP5-AS1 OPLAH OR8Q1P OTUD7A P4HB PAFAH2 PAK1 PANK4 PATZ1 PCBP1-AS1 PCK1 PCSK6 PCSK6-AS1 PDE7A PEDS1 PEDS1-UBE2V1 PEMT PGP PHB1 PHF12 PHF8 PI16 PIPOX PITHD1 PKD1L2 PLAU PLAUR PLEKHF2 PLP1 PMS2 PNISR PNKD PNPLA6 POLDIP3 POPDC2 PPA2 PPEF1 PPFIA4 PPM1A PPM1E PPP1R12C PPP1R15A PPP1R3E PPP2R3B PPP4R1L PPP5D1P PPRC1 PRDM5 PRKAB2 PRKAG1 PRKCE PRKCH PROSER2 PRPSAP1 PRR11 PRR5 PSEN1 PSMA3-AS1 PTBP1 PTDSS2 PTGES3P2 PTK2 PUM3 PVT1 PXN PXT1 QTRT1P1 RAB1A RAB30 RAB30-DT RAB4A RAB4A-AS1 RAB5IF RAB7A RABGAP1L RABGAP1L-DT RAD51C RAD9B RALGDS RANBP10 RANGAP1 RBBP4 REXO2 RFC1 RFFL RFX1 RHBG RIC8B RIN3 RIPOR3 RN7SKP116 RN7SKP192 RN7SKP235 RN7SKP249 RN7SKP91 RNA5SP52 RNA5SP60 RNA5SP89 RNA5SP96 RNF130 RNU1-108P RNU12 RNU4ATAC RNU5B-1 RNU5E-1 RNU6-1216P RNU6-1276P RNU6-218P RNU6-307P RNU6-377P RNU6-951P RNU6ATAC32P RPIA RPL13AP8 RPL19P16 RPL27 RPL29P20 RPL36AP19 RPP14 RPRD1B RRP1B RSBN1 RUFY1 RUNX1T1 S100Z SAE1 SAMD4A SAMD9L SAMSN1 SAP30 SAP30-DT SCAF1 SCAMP5 SCAND3 SCARNA2 SCG3 SCNM1 SCOC SCRIB SCRT1 SDF4 SEC14L1 SEC24C SEMA4B SEPTIN4 SETD4 SEZ6 SF3A3 SFSWAP SFT2D2 SH3BGR SH3BP5L SH3GL1 SH3TC1 SHLD1 SIAH1 SIGLEC27P SIRPD SKA2 SKIC2 SKIL SLC14A1 SLC22A18 SLC25A12 SLC25A6 SLC39A13 SLC39A3 SLC3A2 SLC48A1 SLC4A11 SLC4A2 SLC5A6 SLC7A5 SLC7A5P1 SLC7A7 SLC8B1 SLC9A1 SLK SLMAP SLX4IP SMARCA4 SMARCAD1 SMARCAD1-DT SMARCD3 SMIM13 SMO SMPD4P1 SNAP25-AS1 SNF8 SNHG1 SNHG20 SNHG32 SNHG5 SNORD25 SNORD26 SNORD3J SNORD48 SNX10 SNX12 SNX19 SOSTDC1 SPI1 SPINK4 SPRR2D SPTAN1 SPTBN4 SRD5A3-AS1 SREBF2 SRP19 SRP72P2 SRSF1 SSMEM1 ST3GAL2 ST6GALNAC4 STAP2 STARD10 STAT5B STAU1 STAU2 STC2 STMN1 STRIP1 STX3 STX4 STXBP5-AS1 SUGP1 SULT2B1 SUMO2 SUMO3 SUZ12 SYCN SYNPO SYNRG SZRD1 TAL1 TANC1 TARBP2 TASOR2 TBL1X TBX6 TCEA2 TCERG1 TCL6 TDRKH TDRKH-AS1 TEAD1 TEDC1 TELO2 TERF2 TEX14 TFEB TH2LCRR THADA THRB-AS1 TIMM21 TIPRL TKT TLR1 TLR6 TM2D2 TM9SF4 TMED1 TMEM11 TMEM11-DT TMEM115 TMEM128 TMEM14B TMEM161B TMEM209 TMEM245 TMEM69 TMIGD3 TMPPE TMTC3 TNFAIP1 TNKS TOMM40L TOR1A TP53RK TPGS1 TPM4 TRIB3 TRIM29 TRMT12 TSC22D1 TSNAXIP1 TSSC4 TSSK3 TTC1 TUBB2A TUFT1 TULP2 TXNDC15 UBA5 UBAC1 UBALD2 UBC UBE2E2 UBE2E2-DT UBE2E3 UBE2E3-DT UBE2O UBE2V1P4 UBE3C UCKL1 UFL1 UQCRH USF1 USP10 USP31 USP33 USP9X UTP11 VARS2 VDAC2 VGF VILL VPS13C-DT VPS29 VPS33B VPS33B-DT VPS35L VPS37B VPS41 VRK1 WASF1 WBP1 WBP2 WDPCP WDR1 WDR46 WSB1 WTAP WWP1 WWTR1 XIST XKR9 XYLT2 YEATS2 YIF1B YPEL4 YWHABP2 ZBTB14 ZBTB17 ZBTB38 ZBTB8OS ZC3H7A ZCCHC7 ZCCHC8 ZFP37 ZFYVE1 ZFYVE27 ZFYVE28 ZMYND8 ZNF217 ZNF222 ZNF224 ZNF225 ZNF225-AS1 ZNF280C ZNF280D ZNF337 ZNF341-AS1 ZNF350 ZNF444 ZNF460 ZNF484 ZNF649 ZSCAN2-AS1 ZSCAN31 ZYX ZNF184_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF184_TARGET_GENES ABCB9 ABCC11 ABCC3 ABCC5 ABHD2 ABLIM3 ACADSB ACAP3 ACBD4 ACBD5 ACCS ACHE ACO2 ACOT7 ACSL1 ACSL3 ACSM5 ACTN4 ACVR2A ADA ADAMTS10 ADARB1 ADAT1 ADD3-AS1 ADGRB2 ADGRE5 ADGRF2 ADNP ADO AFF4-DT AGBL3 AGPAT1 AGPAT3 AGRN AHCTF1 AHI1 AKAP11 AKNA AKR1E2 ALDH9A1 ALG2 ALKBH3-AS1 ALKBH7 AMD1P4 AMER1 ANK3 ANKFY1 ANKRD13C ANKRD13D ANKRD17 ANKRD36B ANKRD49 ANKS6 ANO8 ANP32E ANXA2 AP1G1 AP3M2 APBA2 APLP1 APLP2 AQP1 ARAP3 ARF3 ARFGEF2 ARFIP1 ARHGAP11B-DT ARHGAP22 ARHGDIG ARHGEF1 ARHGEF17 ARHGEF2 ARID1A ARID3C ARID4A ARL13B ARMH4 ARRDC3 ARRDC3-AS1 ARV1 ASB13 ASH1L ASH2L ASPHD1 ASPSCR1 ASXL1 ATAD3B ATF7 ATF7-NPFF ATF7IP ATG4B ATL2 ATOX1 ATP1B2 ATP5F1C ATP5MC1 ATP5MFP2 ATP6AP1L ATP6V1H ATPSCKMT ATXN7L2 ATXN7L3-AS1 AURKAIP1 AXL AZGP1 B3GALT1-AS1 B4GALT2 BABAM1 BAGE2 BAHCC1 BAIAP2 BAIAP3 BANF2 BANP BAZ2A BCAP29 BCAR3 BCL3 BIVM BLOC1S2 BLTP3B BMAL1 BMS1P1 BRD7 BRF1 BRINP2 BRIX1 BRSK1 BRWD1 BRWD1-AS2 BTBD10 BTF3P9 BTN2A2 BZW1 C10orf88 C11orf68 C17orf58 C1orf105 C1orf159 C1orf54 C21orf62-AS1 C2orf50 C5orf34 C6orf120 C6orf89 C7orf50 C8orf74 CACNA1A CAD CAMK2N2 CAMKMT CAMTA1 CAMTA1-DT CAND1 CAND2 CAPN1 CAPN1-AS1 CAPN3 CAPN7 CARM1 CARNMT1 CASZ1 CATSPERG CBX3P4 CBY2 CCAR2 CCDC12 CCDC137 CCDC144A CCDC144BP CCDC144CP CCDC159 CCDC192 CCDC22 CCDC59 CCDC9 CCDC91 CCN1 CCNC CCND2 CCND3 CCNG2 CCNI CCNT1 CCT5 CCT8 CCZ1 CD226 CD34 CD46P1 CD59 CD68 CDC20 CDC20-DT CDC42SE1 CDC5L CDH15 CDK1 CDK12 CDK2AP2 CDK5RAP2 CDKL3 CDS2 CDT1 CEACAM7 CEBPA-DT CELF3 CELF4 CELSR2 CENPBD2P CENPT CEP350 CEP89 CETN2 CFAP251 CHAF1A CHCHD2P1 CHCHD5 CHD4 CHD9NB CHID1 CHMP1A CHMP4C CHTF8 CHUK-DT CIAPIN1 CIB1 CIC CLASP2 CLASRP CLCN2 CLCN3 CLEC16A CLIC2 CLIC4 CLK3 CLPTM1 CLPTM1L CLSTN1 CMAHP CMIP CMPK2 CMTM3 CMTM4 CNGB1 CNN2 CNOT1 CNPY1 CNTROB COASY COG5 COL4A2 COL5A1 COL6A4P1 COPZ1 COQ7-DT COQ9 CORO1C CORO6 COTL1 COX11 COX7B CPEB4 CR1L CRAT CREB3L1 CREM CRKL CRNDE CRTC3 CSAG1 CSAG4 CSDE1 CSNK1D CSRNP2 CSTF3 CSTF3-DT CTCFL CTNNA2 CTSK CUX1 CXXC1 CXXC4-AS1 CYB5D1 CYBRD1 CYGB CYP2S1 CYP4Z1 CYTH4 DALRD3 DAXX DAZAP1 DBN1 DBR1 DCAF11 DCAF16 DCAF4 DCAF6 DCP1A DCTN2 DCXR DCXR-DT DDB2 DDR1 DDX11 DDX11-AS1 DDX20 DDX60L DENND2B DENR DERL3 DGKZ DGLUCY DGUOK DHFR2 DHRS13 DHRS3 DHX36 DHX37 DIXDC1 DLGAP4 DLL4 DMAP1 DMTF1 DMTF1-AS1 DNAAF6 DNAI7 DNAJB11 DNAJB2 DNAJB4 DNAJC16 DNAJC6 DNHD1 DNM1 DNMT1 DNPEP DNPEP-AS1 DNTTIP1 DOLPP1 DPP9 DRAIC DRAP1 DRAXIN DRG2 DUSP10 DVL1 DYNC2I2 DYNC2LI1 DYNLT2B DYRK4 E2F1 E2F3 EBAG9 ECE1 ECI1 EFHB EFHD1 EGLN3 EIF2AK3 EIF2AK3-DT EIF3H EIF4A1P9 EIF4A3 EIF4E2 EIF4G1 EIF5 ELAVL1 ELF1 ELOCP2 ELOVL1 EMD EML2 EML3 EMP3 ENAH ENOX2 ENSG00000187951 ENSG00000230021 ENSG00000230615 ENSG00000235480 ENSG00000239008 ENSG00000244791 ENSG00000255647 ENSG00000257711 ENSG00000259881 ENSG00000260592 ENSG00000267665 ENSG00000268403 ENSG00000271860 EOLA1 EOLA1-DT EP400P1 EPM2AIP1 EPS15L1 EPS8L1 ERAP1 ERBIN-DT ERCC6L2 ERCC6L2-AS1 ERGIC2 ERICH6 ERICH6-AS1 ERRFI1 ERRFI1-DT ESR2 ETF1 ETFA ETS2 EXOC1 EXOC6 EXOSC10-AS1 F12 FAAHP1 FAAP20 FAAP24 FABP5P3 FAM135A FAM157C FAM170B-AS1 FAM174C FAM200A FAM200B FAM234A FAM50A FAM72A FAM72B FAM83C FAM83F FAR1 FAR1-IT1 FAT1 FBXL5 FBXL8 FBXO17 FBXO44 FCER2 FCHSD1 FCHSD2 FDXR FEM1C FGD2 FGF1 FGF13 FGFR1OP2 FHIP2B FHIT FHL1P1 FKBP14 FKBP4 FKBP8 FLJ46284 FMR1 FNBP4 FOXK1 FOXK2 FOXS1 FSCN2 FSD1 FSIP1 FTSJ3 FUBP1 FURIN GAA GABBR2 GABPB2 GALM GALNT4 GALNT7 GART GAS5 GAS8 GATAD2A GBA1 GBE1 GCC2 GCDH GCHFR GCK GCNA GDF11 GDF15 GDPD3 GDPGP1 GEMIN8 GEN1 GET4 GFI1B GIPC2 GJC2 GLB1L GLIS2-AS1 GMFB GNAL GNAS GNG4 GNG8 GOLGA1 GON4L GORASP2 GP1BB GPAT4 GPATCH3 GPCPD1 GPR17 GPR179 GRB10 GRK1 GRK4 GRK6 GSDMD GSK3B GSK3B-DT GSS GSTA4 GSTCD GTF2IP22 GTF2IP4 GTF3C1 GTPBP3 GYPB GYPE H1-2 H2BC15 H3-3B H4C3 H4C5 HASPIN HBD HBE1 HBG2 HDAC5 HDAC8 HDDC2 HERC2 HERC2P2 HERC5 HHLA3 HIBCH HIF1A HISLA HIVEP2-DT HIVEP3 HMG20A HMGB2 HMGCS1 HMGN1 HMGN1P32 HMGN2 HMGN2P18 HMGN2P34 HMGN4 HMOX1 HNRNPH1 HNRNPH3 HOXC5 HOXC6 HOXC9 HPCAL1 HSF1 HSP90AA1 HSP90AB1 HSP90B1 HSPB1P2 HSPBAP1 HSPBP1 HSPD1 HSPE1 HSPE1-MOB4 HSPE1P3 HSPG2 HTR5A HUWE1 ICA1 ICA1-AS1 ICE2 ICMT ICMT-DT IFNAR1 IGF2BP3 IGHA2 IGSF9B IK IKZF5 IL17C IL4R IL6R IMP3 IMPA1 INAFM1 INHA INKA2 INO80C INPP1 INPP5D INSR INTS10 INTS12 INTS13 INTS9 INTS9-AS1 IQCN IREB2 IRF9 ITGA2B ITGA3 ITGAE ITGB2-AS1 ITPR1 JOSD2 JPX KAZALD1 KCNAB2 KCNE3 KCNH2 KCNH4 KCNIP2 KCNIP2-AS1 KDM2A KDM4A KEAP1 KIAA2013 KIF2A KIN KLC2-AS2 KLC3 KLHDC9 KLK10 KLKP1 KMT2A KMT2C KMT2E KPNB1 KPNB1-DT KRT8 LCNL1 LEF1 LEF1-AS1 LETM1 LIMS1 LIMS2 LIN28B LINC00431 LINC00475 LINC00552 LINC00620 LINC00885 LINC00899 LINC00933 LINC00957 LINC00958 LINC00963 LINC01004 LINC01029 LINC01055 LINC01132 LINC01145 LINC01169 LINC01257 LINC01399 LINC01518 LINC01547 LINC01694 LINC01700 LINC01719 LINC01732 LINC01764 LINC01775 LINC01841 LINC02022 LINC02050 LINC02129 LINC02155 LINC02281 LINC02288 LINC02327 LINC02371 LINC02525 LINC02783 LINC02794 LINC02863 LINC02882 LINC03008 LINC03068 LMNA LMO2 LMTK3 LNCTSI LOC124904631 LPAR5 LPXN LRAT LRFN4 LRP2 LRP3 LRRC28 LRRC37B LRRC46 LRRC8D LRSAM1 LSM10 LSM14A LTBP2 LTBP4 LTV1 LUC7L2 LYPD5 MACC1 MAD1L1 MAD2L2 MAEA MAGEA12 MAGED2 MAGOH MAK16 MALAT1 MAN2A2 MAN2C1 MAP2K2 MAP3K14-AS1 MAP3K7 MAPK14 MAPKAPK3 MARCHF2 MARCHF6 MARK4 MATR3 MAU2 MBD6 MBNL1 MBTPS1 MBTPS1-DT MDGA1 MDH2 MDK MECOM MED1 MED22 MED28 MED28-DT MEF2A MELTF MEMO1 MET METTL25 MFAP4 MGAT1 MGME1 MGRN1 MIB2 MICALL2 MICOS10 MICOS10-DT MICOS10-NBL1 MIR1205 MIR17HG MIR191 MIR3124 MIR3154 MIR3189 MIR3667HG MIR3681HG MIR4276 MIR4441 MIR4522 MIR4530 MIR4659B MIR4703 MIR4733 MIR5087 MIR548AW MIR548AX MIR6076 MIR616 MIR6802 MIR7-3 MIR7-3HG MIR99AHG MIS18A MKLN1 MLH1 MMS22L MORN5 MOV10L1 MPC2 MPND MPV17L2 MRC2 MRE11 MRPL57 MSRB2 MSX1 MT-CO1 MT-CO2 MT-CYB MT-TA MT-TC MT-TD MT-TN MT-TQ MT-TW MT-TY MTCO3P12 MTF2 MTMR4 MTMR8 MTND5P11 MXD1 MXI1 MYADM MYADM-AS1 MYH11 MYL11 MYLK MYO18B MYO1A MYO6 MYO9B N4BP1 NAA35 NAA38 NADK2 NCAPG NCL NCOA4 NCOR2 NCSTN NDUFA2 NDUFA8 NDUFAF3 NDUFB10P1 NDUFV1 NDUFV1-DT NECAB2 NECAP1 NECTIN1 NECTIN2 NEK2 NELFCD NEPRO NF1 NFIX NFKBIE NFYA NFYC NIF3L1 NIPSNAP2 NKAPD1 NKIRAS2 NLRC5 NLRP1 NLRP7 NME1 NME1-NME2 NME2 NME4 NMNAT1P5 NMU NOL11 NOL9 NOP14 NOS3 NPEPL1 NPHS1 NPTN NR1D2 NR2C2AP NRBF2 NRL NRSN2 NRSN2-AS1 NSD2 NSDHL NSL1 NSMF NSUN3 NUDT16 NUDT16-DT NUP155 NUP35P1 NUP62CL OARD1 OBSL1 ODC1 ODC1-DT OFD1 OGA OGDH OPN4 OR10V3P OR13A1 OR1AB1P OR51B5 OSER1 OSER1-DT OXLD1 P3H3 P4HB PA2G4 PACS2 PAICS PAPLN PARP12 PAXBP1 PAXX PCAT19 PCBD1 PCBP1-AS1 PCED1A PCED1B-AS1 PCLAF PCMTD1 PCMTD1-DT PCNA PCSK7 PDE4A PDXK PDZK1IP1 PEAK1 PECR PES1 PEX12 PGA3 PGP PHC1 PHC2 PHC2-AS1 PHF19 PHF23 PHF5A PHLDB1 PHYH PI4KB PIH1D2 PIK3AP1 PIMREG PIP4P1 PIP4P2 PIP5K1C PJVK PKIB PKM PLA2G6 PLCD1 PLEKHA8 PLEKHG2 PLEKHG5 PLK1 PLK5 PLSCR3 PLXND1 PMS2 PNCK PNPLA6 POC1B POC1B-AS1 POLR1C POLR2H POLR2I POLR3C POP1 POU3F2 PPAT PPCDC PPIL3 PPM1B-DT PPM1K PPM1K-DT PPP1R9B PPP2R5C PPP4R3B PPP4R3B-DT PPP6R1 PRDX1 PRDX6 PREPL PRKAB1 PRKAR1A PRKCSH PRKRA PRO1804 PRPSAP2 PRR11 PRR5 PRSS8 PSD2-AS1 PSIP1 PSMA3-AS1 PSMB6 PSMC5 PSMD4 PSMD5 PSMD9 PTEN PTP4A1 PTPA PTPN4 PTPN7 PTTG1IP PUDP PUF60 PURB PURG PUS1 PUS1-AS1 PXMP4 QRICH1 RAB26 RAB30 RAB30-DT RAB40B RAB5B RABAC1 RABGAP1L RAC1 RAD1 RANBP1 RAP2C RAPGEF1 RAPGEFL1 RARG RASA4CP RBBP5 RBL1 RBM17 RBM26 RBM26-AS1 RBM39 RBM47 RBPJ RBPJL RC3H2 RCAN1 RCOR3 RENBP RFC5 RGR RGS16 RGS9 RHPN2 RIDA RIMBP3 RIMBP3B RIPOR3-AS1 RMC1 RN7SKP192 RN7SKP219 RN7SL346P RN7SL444P RN7SL659P RN7SL79P RNA5SP324 RNA5SP399 RNA5SP428 RNA5SP505 RNF115 RNF139-DT RNF145 RNF167 RNF214 RNF223 RNFT2 RNPC3 RNPC3-DT RNU1-1 RNU1-58P RNU2-17P RNU2-2P RNU2-63P RNU4-13P RNU4-2 RNU5E-4P RNU6-1069P RNU6-1106P RNU6-1136P RNU6-240P RNU6-268P RNU6-353P RNU6ATAC RNU7-124P RNVU1-19 RNVU1-21 RNVU1-25 RNVU1-26 RNVU1-28 RNVU1-6 ROM1 RORA-AS1 RPA3 RPL10A RPL12 RPL17 RPL17-C18orf32 RPL27A RPL30P11 RPL30P5 RPL37P13 RPL7A RPS11 RPS12 RPS15 RPS17P5 RPS18 RPS19 RPS2 RPS20 RPS21P8 RPS27P30 RPS2P4 RPS5P2 RPS6 RPS6KA1 RPS6KC1 RPS7 RPS8 RPS9 RPSAP5 RPTOR RRAGA RRP15 RRS1 RRS1-DT RSAD2 RUNX1T1 RUSC1 RUSC1-AS1 RUVBL2 RXRB S100PBP S1PR2 SAMD14 SARAF SARS2 SAXO1 SCAMP5 SCARB1 SCGB1A1 SCIN SCIRT SCN1B SCNN1B SCRIB SDR39U1 SDSL SEC61B SEC62 SEC63 SECISBP2L SELENOW SEMA3B SEMA5B SEPTIN5 SEPTIN7 SEPTIN7-DT SF1 SF1-DT SF3A3 SF3B4 SH2B3 SH2D3C SH3BP5L SHISA5 SHLD2 SHOC2 SHOX2 SHPRH SIL1 SIN3B SIPA1L1 SKA2 SKA3 SLC12A2 SLC12A2-DT SLC13A3 SLC15A1 SLC15A3 SLC15A4 SLC16A6 SLC16A9 SLC22A18 SLC25A11 SLC25A28 SLC25A28-DT SLC25A33 SLC25A39 SLC25A4 SLC25A6 SLC26A8 SLC27A1 SLC29A1 SLC29A4 SLC2A1 SLC35E1 SLC35E2A SLC35E4 SLC38A8 SLC39A11 SLC39A3 SLC39A7 SLC3A2 SLC41A3 SLC43A2 SLC43A3 SLC49A3 SLC4A2 SLX9 SMARCD2 SMARCD3 SMG1 SMG5 SMG6 SMG7 SMG7-AS1 SMNDC1 SMPD4P1 SNHG16 SNHG30 SNHG32 SNHG9 SNORA78 SNORD101 SNORD1B SNORD38A SNORD48 SNORD58B SNRPB SNX12 SNX5 SOCS1 SOX6 SPATA3 SPATA33 SPC24 SPCS2P3 SPIRE2 SPN SPOPL-DT SPPL2A SPRED1 SPRR2D SPRY3 SPTAN1 SPTSSA SRCAP SREBF2 SRGAP2 SRGAP2C SRP19 SRRT SRSF10 SSR4P1 STAG3L2 STAP2 STAT1 STAT6 STK10 STK16 STK38 STRIP1 STXBP2 STXBP4 STYXL1 SUB1 SUGP1 SUMO2P17 SUPT5H SUSD3 SUSD6 SUZ12P1 SYN3 SYNCRIP SYNGR2P1 SYNPO SYT5 SYT7 TAB3 TAL1 TANK TAOK1 TARDBP TAS1R1 TATDN3 TBC1D10B TBC1D3P5 TBC1D4 TBC1D5 TBCB TBCCD1 TBL1X TBL1XR1 TCEA2 TCF25 TCF4 TCN2 TCP10L2 TCP11 TCP11L1 TCP11L2 TDH TDRKH TDRKH-AS1 TEDC1 TENT2 TEPP TEX33 TFAM TFAP4 TFCP2 TFRC TGM2 TGOLN2 THADA THAP1 THAP4 THBS3-AS1 TICRR TIGD1 TIGD4 TIMM17A TIPIN TJP3 TLCD1 TLE6 TLK2 TM4SF19-AS1 TMA7B TMC6 TMCO1 TMCO1-AS1 TMCO4 TMEM100 TMEM101 TMEM116 TMEM117 TMEM132D-AS1 TMEM156 TMEM169 TMEM18 TMEM183A TMEM198B TMEM204 TMEM209 TMEM248 TMEM37 TMEM79 TMEM9 TNFSF14 TOP3B TPP1 TRAJ7 TRAPPC1 TRAPPC2 TRAPPC9 TRG-AS1 TRGV6 TRIM41 TRIM56 TRIP4 TRPM4 TRPV3 TSC1 TSC22D1 TSC22D4 TSPAN1 TSPAN32 TSPOAP1 TSPYL6 TSSC2 TTC13 TTC23 TTC3 TTC32 TTC32-DT TTC41P TTI2 TTYH1 TUBA1C TUBGCP5 TUFT1 TYK2 TYMS TYRO3 UACA UBALD2 UBE2D3 UBE2D3-AS1 UBE2E1 UBE2I UBE2Q2P1 UBE2V1P4 UBE2Z UBTF UBXN7-AS1 UCKL1 UCP2 UFSP1 UHRF1BP1L-DT UHRF2 UIMC1 UPF3A UPP1 UQCRB USP1 USP22 USP27X USP27X-DT USP30 USP49 USP54 UTP25 UTP3 UTP4 VAC14 VAMP2 VARS2 VDAC2P3 VDAC3 VILL VMP1 VPS33A VPS33B-DT VPS54 VRK2 VTRNA1-1 VWA5A VWA7 WBP1 WBP4 WDR20 WDR25 WDR27 WDR62 WDR64 WDR73 WDR74 WFDC3 WNT10A WNT3 WRAP53 WSB1 XIST XPC XPO1 XPO4 XPO6 YARS1 YIPF3 YJU2 ZBED5 ZBED5-AS1 ZBTB22 ZBTB37 ZC3H12A ZCCHC24 ZCWPW1 ZFAND3 ZFAND3-DT ZFP36L1 ZFP64 ZFP91 ZFP91-CNTF ZFYVE28 ZKSCAN2 ZMIZ1 ZMIZ1-AS1 ZNF100 ZNF101 ZNF131 ZNF136 ZNF138 ZNF143 ZNF146 ZNF202 ZNF212 ZNF236 ZNF254 ZNF263 ZNF274 ZNF280B ZNF286A ZNF286A-TBC1D26 ZNF286B ZNF292 ZNF3 ZNF317 ZNF346 ZNF428 ZNF433-AS1 ZNF44 ZNF441 ZNF442 ZNF45 ZNF48 ZNF490 ZNF513 ZNF556 ZNF565 ZNF574 ZNF582 ZNF582-DT ZNF587 ZNF609 ZNF626 ZNF655 ZNF663P ZNF680 ZNF736 ZNF76 ZNF77 ZNF83 ZNF844 ZP3 ZSCAN18 ZSCAN25 ZZZ3 ZNF197_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF197_TARGET_GENES AAMP ABCA5 ABLIM3 ABT1P1 ACACA ACAD10 ACAD8 ACP2 ACSL3 ACTG1 ACVR1B ADAM9 ADAT3 ADCY9 ADGRB3 ADGRB3-DT ADNP AHCYL2 AHI1 AHSA1 AKIRIN2 AKR1E2 ALB ALG1L13P ALG6 AMER3 AMMECR1 ANKS6 ANKZF1 ANO7 AP2A2 AP2S1 AP3B2 APAF1 APBB1 ARAP1 ARHGAP5 ARHGAP5-AS1 ARID4A ARMH4 ARRDC3 ART4 ASAP3 ASIC4 ATF7IP2 ATG4B ATG4C ATG9A ATP13A1 ATXN7L3 AUP1 B4GALT2 BABAM1 BANCR BANP BARHL1 BCORL1 BICDL1 BLOC1S4 BMAL1 BOD1 BSCL2 BSG BTBD9 BTNL9 BTRC BUB1B BZW2 C11orf21 C17orf58 C19orf81 C1orf159 C6orf89 CABIN1 CACYBP CADM3-AS1 CALCOCO1 CAMKK2 CAMKMT CAPG CARD8 CARD8-AS1 CARMIL2 CASK CBFA2T3 CBX7 CCAR1 CCDC124 CCDC137 CCDC137P1 CCDC146 CCDC163 CCDC174 CCDC18-AS1 CCDC88A CCDC88B CCDC90B CCDC90B-AS1 CCP110 CCZ1B CDC40 CDCA3 CDH23 CDHR2 CDK5 CDKL3 CDKN2AIPNL CELF6 CEP290 CFAP99 CFL1 CHCHD2P1 CHD7 CHFR CHGB CHMP4B CLEC16A CLP1 CLPX CLSTN1 CLTC CMTM3 CNPY2 COMMD3 COMMD3-BMI1 CORO1A COX15 COX7A2L COX7C CPEB4 CPNE2 CPQ CRADD CRB1 CRCP CREBL2 CRTC2 CRYBG2 CSNK2A1 CUTC CXXC1 CYB561D2 CYB5R3 CYB5R4 DAZAP1 DCK DDX23 DEDD DENND1A DENND5B DENND5B-AS1 DESI1 DFFA DGCR8 DHRSX DHX40 DNAAF5 DNAJB2 DNHD1 DOLPP1 DR1 DYNC1I2 ECH1 EFNA3 EHBP1L1 ELOC ENAM ENSG00000230615 ENSG00000246465 ENSG00000278390 ENY2 EOGT EPC1 EPC1-AS1 ERMAP ERVK3-1 EXOC6 FAM117A FAM178B FAM185BP FAM83A FANCC FASN FASTKD1 FAXDC2 FBXL16 FBXL19 FBXL3 FBXO15 FBXO34 FBXO34-AS1 FBXO38 FBXO38-DT FCHSD2 FCSK FLYWCH1 FNBP1P1 FYCO1 FZD3 GAB2 GALM GAREM2 GFER GFM1 GFUS GHITM GIRGL GIT1 GLRA1 GNAO1-AS1 GNB1 GNB1-DT GNB4 GNG4 GP6 GP6-AS1 GPAT4 GPKOW GPR158 GPR19 GPR6 GRHL1 GRK3 GRK3-AS1 GRM1 GSPT1 GTF2H4 GTF2I GYPE H3-3B HDAC8 HEMGN HERC1 HIF1A HIKESHI HM13 HMBS HMX3 HSPA9 HTR1A HTR5A HTRA2 IFRD2 IFTAP IKBIP IKBKB-DT IKZF2 IKZF4 IL1R1 IMPACT ING3 IRF1-AS1 IRF2BP2 IZUMO1 KAT7 KATNBL1P6 KBTBD6 KBTBD7 KCNAB1 KCNC3 KCNH6 KCNIP2 KCNK1 KCNK12 KCTD10 KDM4C KHK KRBA1 KRTAP2-4 LACTB2 LARP1 LARS1 LASP1 LEMD2 LEPROTL1 LHFPL4 LHFPL5 LHX3 LIG1 LINC00824 LINC01088 LINC01098 LINC01275 LINC01287 LINC01347 LINC01521 LINC01732 LINC01898 LINC01929 LINC02178 LINC02252 LINC02610 LINC02777 LINC02928 LINC03023 LNCATV LNCTSI LOC101929566 LRRC41 LSM10 LUCAT1 LYPLA1 LYSMD1 MACC1 MADCAM1 MAN2A2 MANEAL MAPK8IP2 MAPT MARCHF2 MARS1 MAX MDH1 MEF2C MEF2C-AS1 MEIS2 METTL3 MIER1 MINDY2 MINDY2-DT MIR1205 MIR130AHG MIR3124 MIR4309 MIR4531 MIR4729 MIR4766 MIR7-3 MIR7-3HG MIR7155 MITF MKKS MLLT10 MMACHC MPND MPZ MRFAP1 MRPL24 MRPL48 MRPS22 MUS81 MYB MYCL MYL4 MYO1D MYO3B-AS1 N4BP2L2 NAGLU NDRG3 NDUFA4 NEK6 NEUROD4 NFASC NFE2 NFIX NIFKP7 NNMT NOP53 NOS2P4 NOS3 NOSIP NOXO1 NPDC1 NPEPPS NPEPPSP1 NPPB NPRL2 NR1H3 NR3C1 NRDE2 NRG4 NSD1 NSD2 NUDCD1 NUDT13 OAZ1 ODAD3 OPLAH OSBP2 OTUD7A PA2G4 PACS2 PADI2 PAFAH2 PALS2 PANK4 PATZ1 PCBP1-AS1 PCSK6 PCSK6-AS1 PDE4C PGBD5 PGP PHB1 PHF12 PHF13 PHLPP1 PI16 PIGL PIK3AP1 PIPOX PISD PKN1 PLAU PLEKHA1 PLEKHF2 PNKD PODXL2 POGLUT1 PP7080 PPM1E PPOX PPP1R12B PPP1R12C PPP1R15A PPP2R2C PPP2R3B PPP4R1L PREPL PRKCA PRKCSH PRKD3 PRKD3-DT PRMT3 PROSER2 PRPF31 PRPSAP1 PRSS27 PSMA3-AS1 PTBP1 PTBP3 PTDSS2 PTGES3P2 PTK2 PTPRN PTPRN2 PUM3 RAB29 RAB7A RABAC1 RABGAP1L RABGAP1L-DT RANBP10 RANGAP1 RBL1 RBM6 RHOBTB3 RIC8A RIN3 RN7SKP168 RN7SKP192 RN7SKP245 RN7SKP249 RN7SL75P RNA5SP324 RNA5SP60 RNASEH2C RNF130 RNF144A RNF6P1 RNU11 RNU6-169P RNU6-218P RNU7-55P RNVU1-15 RNY3P11 RPL23AP77 RPP40 RPS26 RUFY1 RUNDC3A RUNDC3A-AS1 RUNX1T1 RXRA RYBP SAMD9L SAP30 SAP30-DT SBK1 SCAF1 SCAMP4 SCAMP5 SCG2 SCG3 SCGN SCIRT SCNM1 SCRT1 SEC24C SEC61A1 SEL1L SELENOKP2 SEM1 SEPHS2 SETMAR SEZ6 SFI1 SFXN1 SGPL1 SH2D6 SH3BP5L SH3GL1 SHLD1 SIAH1 SIPA1L3 SKIL SLC14A1 SLC4A2 SLC9A3-AS1 SLF2 SLK SLMAP SLX4IP SMARCA4 SMARCAL1 SMIM2-AS1 SMPD3 SNAP25-AS1 SNAPC3 SNHG5 SNORA74B SNX12 SPATA5L1 SPINK4 SPTBN4 SRCIN1 SRD5A3-AS1 SRRM3 ST3GAL2 ST7 ST7-OT4 STAP2 STARD10 STAT3 STAT5B STAU1 STAU2 STK25 STRIP1 SUMO2 SUMO3 SYN1 SYNGR1 SYT3 TACO1 TADA2A TAL1 TBL1X TBX6 TCEA2 TCERG1 TCP11L1 TEX45 TFDP1 TFPT THA1P THADA THAP4 THUMPD2 THYN1 TIMM21 TLE5 TM2D2 TM9SF4 TMCC1 TMCC1-DT TMED10 TMEM11 TMEM11-DT TMEM115 TMEM14B TMEM160 TMEM181 TMEM266 TMEM39A TMEM70 TMTC3 TOR1A TPBGL-AS1 TPGS1 TPH2 TRABD TRAJ23 TRIB3 TRIM33 TRMT12 TSC22D1 TSNAXIP1 TSPAN7 TULP2 TXNDC11 TXNDC15 UBA5 UBAC1 UBE2E2 UBE2E2-DT UBE2O UBE2Q2 UBE2V1P4 UBE3C UBTF UBXN2A UBXN4 UCKL1 UNC13A UNK UQCRH UROS USE1 USF2 USP31 USP6NL UTP11 VARS2 VCPIP1 VIPAS39 VTN WASF1 WDPCP WDR82 WDR87 WNK1 WSB1 WWP1 XIST XKR9 XYLT2 YEATS2 YPEL4 ZBTB14 ZBTB38 ZBTB46 ZC3H7A ZFP37 ZFYVE1 ZFYVE28 ZMAT1 ZNF140 ZNF175 ZNF221 ZNF225 ZNF225-AS1 ZNF227 ZNF236 ZNF236-DT ZNF280D ZNF32 ZNF331 ZNF341-AS1 ZNF350 ZNF37BP ZNF417 ZNF444 ZNF484 ZNF569 ZNF570 ZNF585A ZNF605 ZNF615 ZNF649 ZNF688 ZNF776 ZNF821 ZNF84 ZNF84-DT ZSCAN31 ZSWIM9 ZUP1 ZNF19_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF19_TARGET_GENES CASC3 CBX3 CROCCP3 DHX29 GLG1 GOLM2 HNRNPA2B1 KLHDC9 MTREX RND1 STAT6 STX6 TTC1 ZNF202_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF202_TARGET_GENES ADA ALDOA ASS1P5 BAIAP2L1 BBX BORCS6 BRINP3 BRINP3-DT CCNG1 CCSER1 CD160 COPS3 CPEB1 CPEB1-AS1 CWC25 EBF1 EBPL ELOVL2 ELOVL2-AS1 ETS2 EXOSC2 EZR FAM168A FAM177A1 FCHO2 FES FHL1P1 FMN2 GGACT HAPLN2 HAPLN4 HEBP2 HHATL HOXA2 IL20RA ITGAL-AS1 LINC00567 LINC02202 MDFIC MIR4428 MTO1 NAPSA NCKAP1L NLE1 NOL6 NPAS3 NR2F1-AS1 OR1X5P PCDH17 PDE7A PDE7A-DT PLCL2 PRKAG2 PRKD1 RAI14 RFX4 RHBDD1 RND1 RNU6-826P RRN3P1 RWDD4P1 SCN3B SDC4 SEC62 SLC6A1 SNAP25 SNHG30 SOBP SYCP2 TDRD12 TLX1 TNFRSF11A TRIM15 TRIP12 TTC1 TUBA1C TUBGCP3 UBE2Q2P13 VANGL1 WTIP ZDHHC17 ZNF280D ZNF358 ZNF20_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF20_TARGET_GENES COQ8B GINS4 ITPKC LMBRD2 SKP2 ZNF546 ZNF211_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF211_TARGET_GENES ATP6V1E1P3 CNN2P9 E2F5 MSH2 RN7SKP200 RNU6-406P RPL9P29 ZNF213_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF213_TARGET_GENES AASS ABTB1 ACAP3 ACER3 ADA ADAP2 ADO ADPGK ADPRS AGBL5 AGBL5-AS1 AGMAT AGPAT3 AKIRIN2 ANGEL1 ANGPTL6 ANKRD10 ANKRD13A ANKRD17 ANKRD17-DT ANKRD37 ANKRD54 AP3D1 APP ARHGAP24 ARHGEF2 ARHGEF2-AS2 ARHGEF3 ARID1A ARL1 ARL15 ARMC8 ASH2L ASS1P5 ATAD3A ATF7IP ATG13 AURKAIP1 AURKB B4GAT1 B4GAT1-DT BACE2 BAZ1B BCL11B BHLHE22-AS1 BOLA3 BOLA3-DT BPNT1 BRF2 BRPF1 BRWD1 BRWD1-AS2 C1orf87 C3orf52 C6orf52 CACYBP CALM1 CALM2 CAPS2 CBLL1 CBX4 CCDC103 CCDC122 CCDC127 CCDC144BP CCDC169 CCDC169-SOHLH2 CCDC65 CCDC77 CCNI CCNL1 CD160 CDC25C CDC34 CDCA2 CDIP1 CDK4 CDKN2AIPNL CELSR3 CENPBD2P CEP76 CEP95 CFAP119 CFAP221 CHD3 CHPT1 CHST11 CIDECP1 CILK1 CLCC1 CLTC CNKSR3 CNOT1 COMTD1 COPS3 COQ3 CPEB3 CPEB4 CROCCP3 CRYM CSNK1D CSNK1E CSNK2A2 CUL4A CWC25 CXCL16 CYP2S1 DCAF5 DCLK1 DCP1A DCP2 DDB2 DDX5 DDX55 DISP3 DLEU2 DLL1 DMAP1 DNAJB12 DNAJC3 DNAJC3-DT DPH7 DPP9 DRG2 DSC3 DTL DUS1L EARS2 EBF3 EFCAB7 EFTUD2 EGLN2 EGR3 EIF2D EIF3F ELP3 EMX2 EMX2OS ENAH ENOX1 ENPP3 ENSG00000188897 ENSG00000205794 ENSG00000232995 ENSG00000235480 ENSG00000247416 ERI2 ESF1 ESYT1 ETV2 EVA1C EXOG EXOSC2 EXTL3 FABP5P3 FADS2 FAM117B FAM120A FAM120AOS FAM120B FAM131B-AS2 FAM133B FAM149A FAM187A FAM53C FAM76A FANCD2 FASTK FBXL15 FBXL17 FBXO36 FCGRT FCHO2 FCHO2-DT FES FGD5-AS1 FLNA FOXA3 FRA10AC1 FRMD4B FRMD7 GABBR1 GADD45B GALNTL5 GANC GARNL3 GARS1 GARS1-DT GAS2L3 GBA1 GDI2 GFI1B GFOD2 GGA1 GGCTP1 GINS4 GIT2 GLG1 GLOD4 GLYR1 GMFB GNA13 GNB2 GOLM2 GPAT3 GPN2 GPS2 GRHL3 GRHL3-AS1 GRN GSE1 GSTCD GUSBP1 H1-0 H4C11 H4C8 HAPLN2 HARBI1 HEBP2 HEXA HEXA-AS1 HEXIM1 HMGA1 HNRNPMP2 HOXB3 HOXB6 HOXB9 HPS1 HSD17B1-AS1 HSPA4L ILF2 INO80 INTS12 INTS14 INTS7 IQGAP2 IRF9 ISLR2 ITFG1 ITFG2 ITFG2-AS1 ITGAL-AS1 ITGB3BP IZUMO4 JPX KAT8 KBTBD11 KBTBD4 KCTD13 KCTD13-DT KCTD21 KCTD9 KDM1A KDM4B KDM5A KIAA0825 KIRREL1 KITLG KLF2-DT KLHDC8B KLHDC9 KMT2D KNSTRN KRT8 KXD1 LAMP1 LASP1 LIMD1-AS1 LINC00466 LINC01012 LINC01132 LINC01235 LINC01238 LINC01485 LINC01881 LINC02585 LINC02609 LIPA LRP2BP LRP6 LRRC24 LRRC8B LRSAM1 LUC7L LURAP1L-AS1 LUZP1 LYPLA2P1 MAML3 MAP3K5 MAP3K7 MARCHF5 MARK1 MBTD1 MED15 MED19 MED21 MED23 MED30 MEF2C-AS2 MEPCE METTL13 MFSD11 MFSD14CP MIDEAS MIR194-1 MIR3162 MIR3190 MIR3197 MIR3613 MIR3928 MIR548AW MIR615 MIR759 MNT MOB3A MORF4L1 MRM3 MRPL32 MRPL39 MRPS15 MRRF MTARC1 MTF2 MTFMT MTMR8 MTO1 MYNN N4BP2 NAA20 NATD1 NBN NBPF11 NBPF14 NCAM1 NCKAP1L NDC1 NDUFAF1 NDUFAF5 NDUFS3 NEURL1B NFE2L2 NFKB1 NICN1 NKAPD1 NKIRAS1 NLE1 NOL6 NOP16 NOTCH2NLA NPAS3 NR2C2 NRN1 NSL1 NUCKS1 NUF2 NXN OTULIN OTULIN-DT PAFAH2 PAK1IP1 PAMR1 PAPOLA PCID2 PDE12 PDE4A PDE4D PDIA4 PDK4 PDK4-AS1 PDP1 PDZD9 PHKB PI4KA PIH1D2 PITPNA PLA2G15 PLEKHG2 PMM1 PPIL4 PPM1N PRDX2 PRICKLE1 PRKAA1 PRKAR1A PRKAR2A-AS1 PRNP PRPF31 PRSS27 PSD PSMA2 PSMC3 PSMG2 PTPA PTPN13 PTPRO PUSL1 PYGO2 QKI QSER1 R3HCC1 RAB33B RAB39A RABGAP1 RAG1 RANBP9 RBBP5 RBM18 RBM34 RBSN RCAN1 RCOR1 REXO4 REXO5 RFC1 RFTN1 RFX1 RGS5 RHOA RIGI RN7SL1 RND1 RNF185 RNF24 RNF40 RNU6-166P RNVU1-14 RP2 RPA3 RPL12 RPL15 RPL27 RPL28 RPL30P11 RPL32P27 RPL36 RPL39P40 RPS15 RPS27 RPS29 RPS6KA2 RRN3P1 RTN2 RTN3 SACM1L SAE1 SAMD11 SAV1 SBF2 SBNO1 SCN4B SDAD1P3 SDC4 SEC22A SEMA6A SENP2 SEPTIN9 SFSWAP SGMS1 SGSM1 SH2B3 SH2D3C SH3PXD2B SIN3B SLC11A2 SLC24A1 SLC25A51 SLC35F2 SLC39A3 SLFN12 SMAD7 SMARCD2 SMARCE1 SMG7 SMG7-AS1 SNAP29 SNHG30 SNHG6 SNHG7 SNRNP70 SNX25P1 SOCS2 SORBS1 SPAG7 SPATS2L SPEF2 SPTY2D1 SREK1 SRPK2 SRRM2 SRRM2-AS1 SRSF2 SS18 SSBP1 SSBP2 STN1 STX4 SUZ12P1 SYCE1L SYMPK SYVN1 TAB2 TAP2 TATDN3 TBPL1 TCTA TEFM TEPP TESC TESC-AS1 TFPT TGFB1 TGS1 TIGAR TIMELESS TLE6 TLL1 TM7SF3 TM9SF1 TMEM141 TMEM248 TMEM44-AS1 TMEM68 TMEM86A TMEM87A TMOD1 TMX2 TNFRSF12A TOB2 TOP3B TOR1A TP73 TPT1 TPT1-AS1 TRAF6 TRIM13 TRIM15 TRIM26 TRIM59 TRIP12 TRMT1 TRMT2B TSC1 TSEN15 TSFM TTC1 TTLL13 UBE3D UBFD1 UBN1 UBQLN2 UCK2 UFC1 UMAD1 USP30 USP35 USP47 VCAN VPS51 WARS2 WARS2-AS1 WDFY3 WDFY3-AS2 WDR11 WDR11-DT WDR24 WEE1 WEE2-AS1 WLS WNT10B WNT8A XXYLT1 YOD1 YTHDF2 ZBTB24 ZBTB40 ZBTB45 ZC3H10 ZC3H4 ZC3H6 ZCWPW1 ZDHHC5 ZEB2 ZEB2-AS1 ZFAND5 ZMYM4 ZMYND15 ZNF212 ZNF3 ZNF518B ZNF607 ZNF629 ZNF747 ZNF747-DT ZNF839 ZNF92 ZSCAN16-AS1 ZYX ZNF214_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF214_TARGET_GENES BTN3A1 EGFLAM-AS1 ELOVL3 ENSG00000230021 EPB41L5 ESRRA GALM HNRNPU LIF LINC00511 LINC02086 MT-ND6 MT-TE MT-TT MTCO3P12 MTND5P11 MYO1B PDCD6IP RASL11A TTC39C TTC39C-AS1 YES1 ZNF223_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF223_TARGET_GENES ABCB10 ABCB6 ABCC4 ACLY ACOT7 ADAMTS1 ADORA2A ADPGK ADRB1 AEBP2 AGMAT AKR1A1 AKR1D1 ALG11 ANK3 APCDD1 ARHGEF37 ARNT ASB7 ATF6 ATF6-DT ATL1 ATL2 ATP5ME ATP6V0A1 ATP7B B3GNT3 BCL2 BCL9L BMPR1A BOLA1 BORCS8 BORCS8-MEF2B BRCC3 BRD4 BRWD1 BRWD1-AS2 BTG1 BTG1-DT CABP1-DT CADM2 CAMK1 CAMK2D CASK CASTOR3P CATSPERG CCDC146 CCDC181 CD99 CDC123 CDC42SE1 CDK14 CDKN1B CDKN1C CEP170 CERKL CHDH CLSTN1 CMC4 CMTR1 CMTR2 CNBP COG2 COMMD5 CORO2B CPN2 CPTP CREB3L2 CROCCP3 CUEDC1 CWC25 CYP2R1 DALRD3 DBF4B DCUN1D2 DDX46 DDX59 DEPDC5 DGAT2 DHRS4-AS1 DHRS4L1 DMAP1 DTX3 ECI1 EFNA1 EGLN2 EIF3K EMC3 EMC3-AS1 ENSG00000223969 ENSG00000224865 EOGT EOGT-DT ERI1 ETV2 FAM185A FAM185BP FAM20A FAM221B FANCC FBF1 FCHSD2 FES FGF9 FHIP1A-DT FNTA FUT11 FYTTD1 GARNL3 GATA2 GATA2-AS1 GBX1 GDF15 GNE GPR137 GPS1 HINT3 HIVEP1 HNRNPLL ICAM3 IGF2BP1 IL12B IL13RA1 IL17RB INPP5J INTS11 IQCN ISYNA1 ITGA1 IZUMO4 KAT6B KCNH6 KCNK2 KCNN2 KDM6B KIAA0319L KIAA1522 KICS2 KLHDC10 KLKP1 KPNA1 KRT13 LAMP1 LHX1 LHX1-DT LIG4 LINC00431 LINC01311 LINC02073 LINC02765 LINS1 LRRC71 LRRC8E LYNX1 LZTR1 MAPKBP1 MARK3 MCTP1 MED21 MFSD12 MIDN MIR23A MIR23AHG MIR27A MIR301B MIR3189 MIR4500HG MIRLET7IHG MLLT6 MOB3A MPRIP MSMP MSRA-DT MTCP1 MTMR7 MYL5 MYLK MYOM3 MZT2A NAV1 NCDN NMRAL1 NMRK1 NR2F1-AS1 NRN1 NSG1 NUCKS1 NUDT5 NUMBL OCLN OR1X5P P4HA2 PABPC1 PARG PDF PDIK1L PDZD7 PELO PEX14 PGLS-DT PGM5 PHRF1 PISD PLA2G15 PLAAT1 PLD3 PLEKHH3 POLD4 POPDC3 PPP1R12C PPP2R2C PPP2R5B PPP6R2 PRIMA1 PTPN12 PTPRG PTS PWWP3A RAB10 RACGAP1 RASGEF1C RASSF1-AS1 RCAN1 RETREG3 REX1BD RFC2 RFXANK RICTOR RND1 RNF187 RNU6-947P RPS14 RRN3P1 RSRC1 RTRAF RUBCN S100PBP SATB2 SCAF4 SDCCAG8 SEC22C SEC24D SEC31A SEPHS1 SF3B1 SFXN2 SHKBP1 SHOX2 SLC17A5 SLC22A4 SLC25A45 SLC35F2 SLC37A1 SMARCAD1 SMARCAD1-DT SNHG30 SNORD35B SPPL2A SPRY2 SPRY4 SPRY4-AS1 SPSB2 SRSF4 ST3GAL5 ST3GAL6 ST3GAL6-AS1 ST6GAL1 STAT6 STK10 SUPT3H SUV39H2 SUV39H2-DT SYMPK TAB2 TBC1D25 TBC1D32 TBC1D4 TCEANC2 TDRP TGFB1I1 TIMM23B TIMM44 TLK2 TMCC3 TMCO3 TMEM132E TMEM132E-DT TMEM14B TMEM14C TMEM179B TMEM185A TMEM8B TMEM9 TMTC2 TNFRSF19 TPD52L1 TSN TTC1 TTLL10 TTLL12 TTLL13 TTLL6 TUBG1 UBA1 UBE2D3 UBE3C UBQLN1 UBQLN1-AS1 UBTF UFM1 USP14 VANGL1 VTN VWA5B2 WNT2B XPOT YARS1 ZMPSTE24 ZMPSTE24-DT ZNF155 ZNF165 ZNF362 ZNF503-AS2 ZNF529 ZNF529-AS1 ZNF546 ZNF7 ZNF792 ZNRF2 ZNF224_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF224_TARGET_GENES A1BG-AS1 AACSP1 AANAT ABCA11P ABCA17P ABCA3 ABCB10 ABCB6 ABCC11 ABHD18 ABHD5 ABL2 ABLIM2 ACAD10 ACAD11 ACADS ACAN ACAP2 ACAT2 ACBD3 ACBD7 ACD ACOT13 ACOT6 ACOT7 ACOX3 ACP6 ACSL3 ACTR2 ACTR3B ADAM15 ADAMTS1 ADAMTS17 ADAMTSL3 ADAP2 ADCY1 ADGRF3 ADGRG6 ADORA2A ADPGK ADRM1 AEBP2 AFDN AFDN-DT AFF1 AGA AGBL5 AGGF1P9 AGO3 AHCYL1 AIFM1 AIG1 AK2 AK4 AK5 AKAP1 AKAP1-DT AKAP7 AKAP8 AKAP8L AKIRIN1 AKNAD1 AKTIP ALDH3B1 ALKBH5 ALKBH7 ALS2 AMDHD1 AMZ2 AMZ2P1 ANGPTL6 ANKMY1 ANKRD13A ANKRD20A8P ANKRD6 ANO10 ANP32B AOPEP AP3D1 AP3S1 AP5M1 APBA3 APLP2 APRT APTR ARFIP1 ARHGAP28 ARID1B ARID4B ARIH1 ARPC5L ARPIN ARPIN-AP3S2 ARRB1 ARSG ARV1 ASCC3 ASH1L ASIC3 ASNS ASPSCR1 ATG10 ATG12 ATP13A1 ATP1B1 ATP5F1D ATP6V1G2 ATPAF1 ATRNL1 ATXN2 ATXN2-AS ATXN7L3-AS1 AURKAIP1 AXIN2 AZI2 AZIN2 B3GALNT2 B3GAT1-DT B4GALT4 B4GALT6 BAG5 BCAP29 BCAR3 BCCIP BCL11A BCL2L11 BCL9 BDNF-AS BECN1 BIRC2 BIVM BLVRB BMI1 BMP4 BMPR1A BNIP3 BOC BPTF BRAF BRAP BRF1 BRICD5 BTNL12P C10orf143 C12orf29 C15orf39 C15orf61 C16orf92 C17orf100 C17orf80 C1QBP C1orf122 C1orf43 C1orf50 C2CD5 C2orf42 C2orf76 C3orf38 C4orf36 C5orf24 C5orf63 C7orf25 C7orf57 CACNA1G CADM2 CALCOCO2 CALCR CAMK2D CAMK2G CAMK4 CANX CAPN5 CASD1 CATSPER2P2 CBR1 CBR3 CBR3-AS1 CBX1 CCBE1 CCDC18-AS1 CCDC38 CCDC47 CCDC57 CCDC88C CCDC88C-DT CCN2 CCN6 CCNJL CCNK CCNQ CCNYL1 CD276 CD320 CD68 CDADC1 CDC14B CDC27 CDC40 CDC42BPA CDCA7L CDCA8 CDH23 CDK12 CDK13 CDK5RAP1 CDR2 CDR2-DT CDYL CDYL-AS1 CELF6 CELSR1 CENPP CENPT CEP290 CEP43 CEP57L1 CEP89 CFAP206 CFAP99 CFDP1 CFLAR CGGBP1 CHD1 CHEK1 CHPF2 CHPT1 CHRD CHSY1 CIT CKAP5 CKMT2-AS1 CLASP1-AS1 CLCN6 CLDN16 CLN5 CLSTN2 CLTB CMIP CMKLR2 CNEP1R1 CNIH3 CNOT6 CNRIP1 COA8 COBLL1 COG1 COL19A1 COL20A1 COL2A1 COL4A1 COL4A2 COL6A1 COL6A3 COMMD6 COQ8A COQ9 COTL1 CPD CPEB3 CPLX2 CPQ CPT2 CRACDL CREB1 CROT CRPPA CRTC3 CTBP2 CTR9 CTSH CTTN-DT CXCR6 CYB5D2 CYP51A1-AS1 CYREN CYSTM1 DAG1 DALRD3 DAP3 DBI DBNDD2 DBNL DCUN1D3 DDI2 DDX19A DDX19A-DT DDX3X DDX42 DDX51 DEGS1 DENND4C DGAT2 DGAT2-DT DGKE DHFR DHX30 DICER1 DICER1-AS1 DIP2A DIPK1A DLG5-AS1 DLL1 DLST DLX1 DLX2-DT DLX6 DMXL1 DMXL1-DT DNAH14 DNAJB4 DNAJB5 DNAJB5-DT DNAJC1 DNAJC14 DNAJC2 DNER DNM1L DNM3 DOC2A DOCK7 DPM1 DPP8 DPYSL3 DRC3 DRD1 DSE DSTNP2 DUS2 DUSP22 DUSP28 DUSP6 DUX4L17 DYNC1LI1 DYNC2I2 DYNLT1 DYNLT2 E4F1 ECHDC2 EDC4 EDEM1 EEA1 EEF1AKMT1 EFCAB2 EFCAB6 EFCAB6-DT EGFEM1P EGLN1 EGLN1P1 EHD4 EIF2B3 EIF4A1 EIF4A3 EIF4ENIF1 EIF5 ELAC2 ELAVL1 ELAVL4 ELL ELOA ELOVL2 ELOVL2-AS1 ELOVL7 EMBP1 EMX1 ENDOV ENSG00000170846 ENSG00000223446 ENSG00000230021 ENSG00000248367 ENSG00000261840 ENSG00000267131 ENSG00000268650 ENSG00000271551 ENTREP3 EP300-AS1 EPM2A EPM2A-DT ERAP1 ERBIN ERBIN-DT ERC1 ERI2 ERICH2-DT ERMP1 ESYT2 EXOC5 EXOSC10 EXOSC3 EXOSC4 EZH2 F3 FAM104A FAM120C FAM169A FAM174B FAM174C FAM184A FAM200A FAM217B FAM230G FAM234B FAM8A3P FANCA FANCB FBF1 FBXL3 FDXR FECH FEZ1 FITM2 FJX1 FKBP10 FKBP8 FLCN FLG-AS1 FLJ13224 FLJ38576 FLT4 FLVCR1 FLVCR1-DT FMNL2 FOXF2 FOXJ2 FOXJ3 FRMD8 FSCN1 FTSJ3 FUBP1 FUS FZD8 G3BP2 GADD45A GAK GALNS GALNT2 GALT GAS6-DT GATAD2A GBF1 GCAT GCFC2 GCLM GDF6 GEMIN5 GFER GGPS1 GIPC2 GIT2 GLB1L3 GLCCI1 GLIPR1L1 GLMN GLS GLUL GMDS-DT GMNN GNB4 GON4L GOPC GORASP2 GPN3 GPR180 GPR182 GPRC5C GPS2 GPSM2 GRIN1 GSDMA GTF2F1 GTF2H1 GTF2I GUK1 GUSB GYG1 H2BC26 HACD3 HAPLN1 HAPSTR1 HAUS8 HBEGF HDAC2 HDAC2-AS2 HDAC4 HDAC4-AS1 HDAC7 HDGFL3 HEATR3-AS1 HECTD3 HELZ HEXD HEXIM2 HEXIM2-AS1 HHLA3 HIPK3 HIRIP3 HIVEP3 HLCS HLCS-AS1 HMGB3P22 HMMR HMOX2 HNRNPA0 HNRNPAB HNRNPH1 HNRNPU HOXD3 HOXD8 HPS5 HPS6 HPSE HSD11B2 HSD17B14 HSDL2 HSDL2-AS1 HSPD1 HSPE1 HSPE1-MOB4 HTATSF1 HTR1B HUNK HYLS1 ICAM3 ICAM5 IDH2-DT IER2 IFFO2 IFNAR1 IFNGR1 IGF2BP3 IGFBP3 IGHVII-30-1 IGLV3-7 IGSF11 IGSF9B IL15RA IL1R1 IL5 IL6ST-DT IMMT IMP3 IMPDH1 INKA2 INO80B INO80B-WBP1 INO80E INSYN1 INSYN1-AS1 IPO13 IPO5 IQCE IQCH IQCH-AS1 IQGAP3 IRF2BP2 IRX3 ISG20 ISM1 ITGA11 ITGA3 ITGA4 ITGB1 ITGB2-AS1 ITPR1-DT ITPRIP ITPRIPL2 JADE3 JKAMP JMJD1C JMJD6 JPT1 JPX KAT6B KCNJ2 KCNK1 KCNK12 KCNK7 KCNS3 KCTD13 KCTD13-DT KCTD20 KDM2A KDM5B KDM7A KHDRBS1 KIAA1958 KIF21A KIF3A KIF9 KLF11 KLHL11 KLHL18 KLHL24 KLHL25 KRCC1 KRI1 KRT23 KRTAP12-1 L3HYPDH LACTB LAGE3 LARP1B LBHD1 LCN9 LDHA LDHB LEF1 LENG8 LENG8-AS1 LETR1 LGALS3 LGI3 LGR4 LIMA1 LIMS1 LINC00269 LINC00963 LINC01011 LINC01521 LINC01567 LINC01596 LINC01703 LINC01763 LINC01842 LINC02482 LINC02593 LINC02613 LINC02901 LINC02918 LIPT2 LIPT2-AS1 LMAN2 LMO2 LMO7 LMO7-AS1 LONRF1 LOX LRATD2 LRIG3 LRIG3-DT LRP4-AS1 LRPPRC LRRC20 LRRC28 LRRC4 LRRC49 LRRC59 LRRC8C LRRC8C-DT LRRC8D LRRC8D-DT LSM14A LUC7L LYPD1 LYPD6 LYRM1 LYSET MACF1 MACIR MAG MAML1 MAN2A2 MANEAL MAP1LC3B MAP3K3 MAP3K4-AS1 MAP7-AS1 MAP7D1 MAPK9 MAPKAPK5 MAPKAPK5-AS1 MAPT MARCHF5 MARCKSL1P2 MARK1 MARK2 MAST1 MAST3 MAT2A MBLAC2 MBOAT1 MBOAT7 MBTPS1 MBTPS1-DT MCCC1 MCL1 MCM3AP MDH2 MDM4 MEAF6 MEAK7 MED13L MED15 MED31 MEF2D MEGF8 METTL23 MFN2 MFSD10 MFSD11 MFSD4A MFSD8 MGAT1 MGAT3 MICALL1 MICU3 MIER1 MIR1258 MIR1302-3 MIR1915 MIR3621 MIR3661 MIR378E MIR3936HG MIR4710 MIR6720 MIR760 MIR762HG MIR9-1HG MISFA MKI67 MKNK1 MKS1 MLF2 MLST8 MMP25 MOCS1 MOSPD2 MPC1 MPC1-DT MPHOSPH10P1 MPP7-DT MRFAP1P1 MRPL12 MRPL36 MRPS23 MRS2 MSH3 MT-ND1 MT-RNR1 MT-TF MT-TL1 MT-TP MTA2 MTCO3P12 MTHFD1L MTHFR MTHFS MTMR2 MTMR4 MTND5P11 MTR MTTP MXD1 MYB MYBL1 MYCBP2-AS1 MYH10 MYL12A MYLIP MYO18A MYO1B MYO9A MYO9B NACAD NAE1 NAGLU NAPA NBPF1 NBPF3 NCBP1 NCDN NCOA1 NCOR1 NDFIP1P1 NDOR1 NDUFA11 NDUFB10 NDUFS6 NDUFV3 NEIL1 NELFA NEMP2 NEMP2-DT NEO1 NET1 NFATC3 NFIX NFKBIZ NFYC NGFR NGRN NHSL1 NHSL1-AS1 NIPAL2 NIPSNAP1 NKAIN1 NKAIN2 NKX6-1 NLGN1-AS1 NME1 NMRAL1 NOC4L NOD2 NOL8 NOP14-AS1 NOS1AP NPPB NRG2 NSG1 NUDCD2 NUDT19-DT NUDT19P3 NUP133-DT NUP153 NUP85 NYAP1 OBSL1 OGFOD3 OLFML2B OLIG1 ORMDL1 OSBPL6 OSCP1 OSMR OST4 OSTM1 OTOA OTUB1 OXSR1 P3H4 P4HA3-AS1 PABPC4 PACS2 PADI1 PAG1 PALM PALS2 PAQR9 PAQR9-AS1 PARL PARP12 PARP16 PATJ PATJ-DT PATZ1 PAWR PAXIP1 PCNT PCSK6 PCYOX1 PDCD2 PDCD2L PDCD5 PDCD6IP PDE4A PDIA5 PDK3 PDP2 PDXDC1 PDXP-DT PDZRN3 PEAR1 PEDS1 PEDS1-UBE2V1 PEF1-AS1 PEX11B PEX6 PGD PGM5P4 PGPEP1 PGR PHACTR2 PHC2-AS1 PHF10 PHF21A PHF5A PHOSPHO1 PHRF1 PIBF1 PICART1 PIERCE1 PIGP PIK3C2B PIK3R2 PINK1 PITPNC1 PIWIL4 PKD2 PKIG PKM PKMYT1 PKN2 PKP4 PLA2G4E-AS1 PLBD2 PLCB2 PLCG1 PLCG2 PLCL1 PLD1 PLEKHA5 PLEKHF1 PLSCR3 PML PMS1 PNKD PNLIPRP1 PNMT PNPLA2 PNPLA7 PNPLA8 PNRC2 POLD3 POLE POLG POLR3G PP7080 PPA1 PPAN PPAN-P2RY11 PPARG PPFIA1 PPFIA3 PPIA PPIC PPIF PPIL4 PPP1R13B PPP1R1C PPP1R3C PPP1R8 PPP2CA PPP2CA-DT PPP2R5A PPP4R3A PPP6R1 PRC1 PRDM2 PRELID1 PRELID3B PRICKLE1 PRKAR1A PRKAR2A-AS1 PRMT7 PROKR1 PRPH PRR5 PRR7 PRRC1 PRRT3-AS1 PSD3 PSEN2 PSMB4 PSMC1 PSMC2 PSMC5 PSMD9 PSME3 PSMG1 PTBP2 PTBP3 PTCRA PTP4A1 PTP4A2 PTPA PTPN18 PTPRG PTPRJ PTTG1IP PWP1 PWWP2A PXK PXT1 PYCR2 PYGO2 QKI QTRT1 RAB23 RAB3A RAB40C RAB7A RABGAP1L RABGAP1L-DT RAD23A RAD50 RAD52 RAG1 RALGPS2 RANBP2 RAP2B RASGRF2 RASIP1 RASSF1 RAVER2 RBBP4 RBBP6 RBBP9 RBM14 RBM14-RBM4 RBM17 RBM20 RC3H1-DT RCAN1 RCC1 RELA RERE RERGL RFX2 RGMA RGS6 RGS7 RHBDF2 RHOBTB3 RIPOR1 RMND5B RN7SKP154 RN7SL319P RN7SL448P RNF13 RNF187 RNF19B RNF213-AS1 RNF217 RNF24 RNF4 RNU4ATAC ROCK1 ROMO1 ROR1 RP9 RPAP2 RPL13AP10 RPL13P5 RPL14 RPLP1 RPLP2 RPP38-DT RPS21 RPS6KB1 RPS6KL1 RPS7 RPSAP31 RRAGD RRM2 RSAD1 RSBN1L RSL24D1 RSPO1 RSPO3 RTN1 RUNDC3B SAFB SALL1 SAMD11 SAMD4A SAMD5 SCAANT1 SCAF8 SCAND2P SCN5A SCN8A SCO1 SDC1 SDHAP4 SDK1 SEC31A SEC61A1 SEC61A2 SELENOI SELENOS SEMA3F SEMA4B SEMA6A-AS1 SEMA6D SENP3 SENP8 SEPHS2 SEPTIN1 SEPTIN10 SEPTIN4 SESN1 SETBP1 SETBP1-DT SF3B2 SFMBT1 SFSWAP SFT2D2 SFTPC SFXN1 SH2D2A SH3BP2 SHH SHISAL2B SIGMAR1 SINHCAF SIVA1 SIX4 SLC12A7 SLC16A1 SLC16A1-AS1 SLC16A6 SLC22A2 SLC22A23 SLC22A4 SLC22A5 SLC24A4 SLC25A24 SLC25A36 SLC2A1-DT SLC35B3 SLC35E1 SLC35F3 SLC40A1 SLC4A8 SLC4A8-AS1 SLC66A2 SLC66A3 SLC7A6OS SLC9A3R1-AS1 SLFN5 SMAD3-DT SMAD5 SMIM13 SNORA24B SNRNP40 SNRNP70 SNX21 SNX24 SNX30-DT SNX33 SNX9 SOD1-DT SOGA1 SOS2 SOX9-AS1 SPATA18 SPECC1L-ADORA2A SPEF2 SPOP SPRY1 SPRY4 SPRY4-AS1 SPTBN4 SRCAP SRD5A3-AS1 SRGAP1 SRM SRSF1 SRSF10 SRSF2 SSBP1 SSU72 ST20-MTHFS ST6GALNAC3 STAG3L5P STAG3L5P-PVRIG2P-PILRB STARD8 STK32A STK32A-AS1 STK32C STKLD1 STRADB STUB1 STUM STX10 STX11 STXBP2 STYX STYXL1 SURF4 SUSD4 SUV39H2 SUV39H2-DT SV2B SYN2 SYNJ2 SYT9 SYVN1 TAB2 TACO1 TAF12 TAF12-DT TAGAP-AS1 TARS3 TATDN2 TBC1D8 TBC1D8-AS1 TBK1 TBX2 TBX2-AS1 TBX6 TCF25 TCOF1 TCP11L1 TDP2 TENT4B TEX38 TFRC TGFBRAP1 THAP10 THAP9 THAP9-AS1 THTPA TIAM2 TM9SF3 TMCO1 TMEM114 TMEM135 TMEM150B TMEM165 TMEM170B TMEM171 TMEM175 TMEM178B TMEM198B TMEM201 TMEM202-AS1 TMEM203 TMEM248 TMEM25 TMEM39B TMEM50B TMTC3 TMX4 TMX4-AS1 TNIP2 TNKS2-DT TNNC2 TP53BP2 TP53RK-DT TP53TG1 TP53TG5 TPBGL-AS1 TPI1 TRAIP TRAK2 TRAPPC10 TRAPPC3 TRBV17 TRIM11 TRIM14 TRIM37 TRIM47 TRIM52 TRIM52-AS1 TRMT10A TRMT9B TRMU TRNP1 TSC22D2 TSEN15 TSEN34 TSEN54 TSPAN12 TSPAN9 TSSK3 TSTD2 TTC23 TTC32 TTC32-DT TTC33 TTC36-AS1 TTK TTLL1 TTLL7 TUBA1C TUBB2A TUBD1 TUBGCP6 TXNDC15 TXNDC5 TYK2 UACA UAP1L1 UBA5 UBAP2L UBE2D1 UBE2Z UBE3A UBTF UCHL3 UGCG UHMK1 UPF1 URB2 UROD UROS USP12-DT USP13 USP25 USP3 USP33 USP39 USP4 USP47 UTP14A VPS33B-DT VRK2 VSNL1 VTI1B WAPL WASH3P WDFY3 WDFY3-AS2 WDR25 WDR26 WDR4 WDR45B WDR47 WDR90 WEE1 WEE2-AS1 WIPI2 WRNIP1 WTAP XBP1 XPO6 YBEY YIPF4 YIPF6 YKT6 YPEL2 YTHDF2 YY1 YY1AP1 ZBED5 ZBTB2 ZBTB8OS ZC3HAV1 ZCCHC17 ZCCHC18 ZCCHC9 ZCWPW2 ZDHHC1 ZDHHC23 ZDHHC5 ZFP1 ZFYVE28 ZFYVE9 ZKSCAN5 ZMIZ2 ZNF134 ZNF155 ZNF174 ZNF219 ZNF233 ZNF264 ZNF329 ZNF331 ZNF337-AS1 ZNF345 ZNF385B ZNF398 ZNF428 ZNF483 ZNF566-AS1 ZNF584 ZNF584-DT ZNF613 ZNF615 ZNF655 ZNF697 ZNF706 ZNF721 ZNF74 ZNF747-DT ZNF771 ZNF786 ZNF843 ZNRF2 ZRANB3 ZSCAN32 ZSWIM6 ZXDC ZYG11B ZZEF1 ZNF22_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF22_TARGET_GENES A2ML1 AAR2 AASDHPPT ABCA15P ABCA5 ABCA8 ABCB10 ABCB11 ABCC4 ABCD4 ABCG5 ABI2 ABR ACIN1 ACLY ACP6 ACSM2A ACTMAP ACVR2A ADAM19 ADAMTS16-DT ADAR ADCY10 ADGRE1 ADI1P3 ADK ADRA1A AFF4-DT AGFG1 AGFG2 AGPAT3 AGPAT4 AHI1 AHSA1 AKAP12 AKR1B1P2 AKT2 ALG1 ALG10 ALKBH4 AMZ2 ANAPC5 ANKRD20A5P ANKRD23 ANKRD39 ANKUB1 ANPEP ANTKMT ANXA2 AP2M1 AP3B1 APH1B APOL5 ARGLU1 ARHGAP17 ARHGAP25 ARHGAP45 ARHGEF38 ARHGEF7 ARID5A ARPC3 ARRB2 ASB3 ASCC2 ASH1L-IT1 ATF7IP ATF7IP2 ATG10 ATG13 ATG4C ATP5MF ATP5MF-PTCD1 ATP5MK ATP6V0A1 ATP6V0A2 ATP6V0E1P4 ATP6V1E2 AURKC B3GNT8 B4GALNT2 BANF1 BAX BBS1 BCAS2P1 BCL11A BCL6 BCLAF1 BEGAIN BMI1 BMPR1B BMPR1B-DT BPHL BRF1 BRPF3 BYSL C12orf29P3 C17orf100 C17orf75 C19orf44 C1GALT1P1 C1orf127 C20orf96 C21orf62-AS1 C3orf62 C6orf52 CACNA1A CALD1 CAMKK2 CAMSAP1 CAMTA2-AS1 CANX CAPNS1 CARD10 CARHSP1 CARM1 CASP9 CBFA2T2 CCDC107 CCDC12 CCDC138 CCDC163 CCDC18-AS1 CCDC47 CCM2 CCNB3 CCNC CCNE1 CCSAP CCT8L1P CDC25C CDC42EP1 CDH10 CDH12 CDH7 CDIPT CDIPTOSP CDK12 CEACAMP8 CELF1 CELF2-DT CELF5 CEP83 CERS2 CFAP299 CFAP53P1 CHCT1 CHD1 CHFR CHL1 CHMP2B CHMP4BP1 CHMP4C CHMP6 CHPT1 CHRNA2 CLASP1 CLDN14-AS1 CLINT1 CLIP2 CLN3 CLTC CMBL CNTNAP2 COL12A1 COLGALT2 COMMD4 COPS4 COQ2 COQ3 COQ5 COQ7 COQ9 CORO1B COX6A1 COX6B1 COX6B1P2 CP CPB2-AS1 CPNE1 CR1L CREB3L4 CREM CRIP1P4 CRYBG2 CRYGD CRYZL1 CRYZP1 CSN1S2AP CSNK1A1P1 CTNNA1 CTNND1 CTXND1 CUTC CUX1 CYCSP27 CYFIP2 CYP1D1P CYP2F1 CYTH1 DAB1-AS1 DAPK1 DARS1-AS1 DARS2 DCBLD1 DCDC2 DCTN6 DDX10 DEFB108B DEK DENND6A-DT DEUP1 DGKE DGLUCY DHRS3 DHX29 DHX36 DIP2C DIPK1A DLG1 DLGAP2 DMGDH DNAH11 DNAH14 DNAJB6 DNAJC11 DNAJC2 DNASE1 DNHD1 DNM1L DNTTIP1 DOC2A DOCK2 DOCK4 DOCK5 DOCK7 DOCK9 DOLK DONSON DPM3 DPY19L4P2 DPYSL3 DST DTD1 DYNC2LI1 DZANK1 E2F2 E2F6P4 EBF1 ECT2L EEF1A1P49 EEF2 EGFEM1P EGFL6 EHBP1-AS1 EHMT1 EHMT2 EIF1AD EIF1AXP1 EIF3J EIF4E ELAC1 ELF1 ELP3 EML2 EML5 EML6 EMX2 EMX2OS EN1 ENDOG ENOX1 ENSG00000187951 ENSG00000224865 ENSG00000228919 ENSG00000229425 ENSG00000230021 ENSG00000248367 ENSG00000250075 ENSG00000259737 ENSG00000262003 ENTR1P2 EP400P1 EPB41L3 EPM2A ERAP1 ERCC4 EREG ERG ERICH6 ERICH6-AS1 ERN2 ERVH48-1 ERVK13-1 ESRRB ETFA ETFBKMT EVA1A F10-AS1 F3 F5 FAAHP1 FAHD1 FAM174B FAM177A1 FAM177B FAM193A FAM217B FAM227B FAM230G FAM234A FAM47B FANCD2 FAXDC2 FBXL8 FBXO46 FBXW4 FBXW9 FCGR2A FDX1P1 FEZF1 FEZF1-AS1 FGD4 FIG4 FKBP10 FLCN FLJ40288 FLOT1 FLT4 FLYWCH2 FOXJ2 FOXP1 FOXP2 FRMD3 FRMD4A FSCN1 FSTL4 FUT3 FXYD3 FZD9 GABARAP GABRR1 GANC GAPDHP43 GAPDHP65 GARIN1B GARNL3 GARRE1 GAS1 GAS1RR GAS2L3 GATAD2B GBA1 GBAP1 GCLM GDF5 GIT2 GLMN GLO1 GLRX5 GLS2 GLT1D1 GLUD1P3 GMFB GMNC GMPR GNAS GOLGA2P4 GOLGA7B-DT GOLM2P1 GON4L GOSR1 GPATCH1 GPATCH3 GPBP1L1 GPLD1 GPM6A GPR160 GPR18 GPR19 GPR85 GPRC5A GPX4 GRIN2A GRM7 GSTA4 GSTZ1 GTDC1 GTF3C1 H2AC17 H2AC25 H2BC11 H3C1 H3C12 H4C8 HAGH HARBI1 HAX1 HCFC2 HDAC8 HELZ HHAT HIGD2B HLCS HMGA1P3 HMGCL HMGN1P4 HMGN2P4 HMGXB4 HNRNPCP9 HNRNPD HNRNPH1 HNRNPU HOOK2 HOXB3 HPGD HSP90AA1 HSP90AA5P HSP90B1 HSPE1P2 IDH3A IFI27L2 IFIT6P IFNA21 IGDCC3 IGFLR1 IGHVIII-5-1 IGLV2-8 IGLV7-46 IGSF9B IL16 IL2RA INE1 ING3 INO80D-AS1 INTS14 INTS7 IPPKP1 IQCE IQGAP2 IRAK4 IRGC ISLR ITGA5 ITGA8 ITPR2 ITPRID2 IYD JMJD4 JPX JTBP1 KALRN KANSL3 KATNA1 KCNH5 KCTD5 KDM2B KDM3B KIF21A KIF23 KIF2C KLC4 KLHDC10 KLHL12 KLHL32 KPNA6 KPNA7 KRBA2 KRT17P7 KRT19 KRT7 KRT8P43 LBR LCA5 LCA5L LCORL LDHB LEMD1-AS1 LGALS3BP LGALS8 LHX8 LIN7B LINC00092 LINC00173 LINC00242 LINC00518 LINC00528 LINC00680 LINC00680-GUSBP4 LINC00844 LINC00910 LINC01029 LINC01058 LINC01121 LINC01332 LINC01455 LINC01471 LINC01547 LINC01553 LINC01596 LINC01649 LINC01758 LINC01766 LINC01841 LINC01842 LINC01926 LINC01976 LINC02028 LINC02185 LINC02202 LINC02219 LINC02225 LINC02236 LINC02269 LINC02281 LINC02351 LINC02371 LINC02601 LINC02608 LINC02613 LINC02675 LINC02713 LINC02828 LINC02865 LINC02911 LINC02933 LINGO3 LLGL2 LMAN1 LNCPRESS1 LNCTSI LONP2 LPP LRCH3 LRIG1 LRRC27 LRRC3 LRRFIP1 LRRIQ1 LRWD1 LSM14A LTBP4 LUC7L2 LY6G6F LY6G6F-LY6G6D LYRM9 LYSMD1 MACF1 MACROH2A1 MAD1L1 MAGOH2P MAP1LC3BP1 MAP2K5 MAP2K6 MAP3K7CL MAPK14 MAPK8IP3-AS1 MAPK9 MARS1 MAST1 MAST2 MATN4 MATR3 MBNL1-AS1 MDH1 MDM1 MEF2C-AS1 MEIS1 MELK METAP1D METTL2B METTL5P2 METTL7A MFF MFGE8 MFN1 MFSD2A MIA2 MIA3 MICAL2 MICAL3 MIER3 MIIP MIR4477A MIR4714 MIR4748 MIR4795 MIR5002 MIR5582 MIR6728 MIR6747 MIR6797 MIRLET7BHG MKI67 MKNK2 MKRN4P MLIP MLLT10 MORF4L2 MORF4L2-AS1 MPP2 MPPE1 MPZ MRGPRD MROH7 MRPL1 MRPL36P1 MRPL9 MS4A6A MSI2 MSTN MSX2 MT-ND4 MT-ND4L MT-RNR2 MT-TV MT1XP1 MTCO3P12 MTCYBP43 MTHFD1L MTMR1 MTND3P9 MTND4LP12 MTND5P11 MTO1 MTREX MTRFR MUC19 MVP MX2 MYB MYBPC1 MYDGF MYG1 MYNN MYO19 MYRFL MZF1 NAA25 NAALADL2 NAB1 NABP1 NAGPA NAPSA NAV1 NBEAL1 NBPF1 NBR1 NCOA6 NCSTNP1 NDUFS7 NECTIN3 NEGR1 NEIL3 NEMF NFE2 NFKB1 NFKBID NFYC NIFK-AS1 NKAIN1 NKX2-5 NLGN1 NMB NOP56P1 NOS1 NOSTRIN NPDC1 NR2F1 NR2F2-AS1 NRCAM NRP1 NSL1 NSRP1 NT5DC1 NT5M NTNG1 NUCB2 NUCKS1 NUDCD3 NUDT21 NUGGC NUP188 NUP214 NUS1 NVL OASL OAT OAZ2 ODF2 ODF4 OGFRL1 OPN5 OR10G2 OR11H4 OR5A1 OR6C75 OSBPL1A OSBPL8 OSTCP1 OTOL1 P2RX4 P3H4 PAGR1 PAK1 PARD3 PARP2 PAXBP1 PCBD2 PCBP1-AS1 PCNX2 PDCD10 PDCD5 PDCD6P1 PDE1B PDE4D PDK4-AS1 PDLIM2 PER1 PF4 PFAS PGAP1 PGRMC2 PHF21A PHF7 PHLDB3 PI16 PIGL PIGV PIK3IP1 PIK3R1 PKIG PKMYT1 PKN3 PLAUR PLBD2 PLCG1-AS1 PLEKHO1 PLK3 PLXDC1 PMCH PMM1 PMS2P3 PNN POLB POLR1B POLR1HASP POLR2F POLR3A PON2 POT1 PPARA PPCDC PPFIA1 PPIP5K2 PPP1R12B PPP1R2P6 PRC1 PRC1-AS1 PRICKLE1 PRKCQ-AS1 PRMT6 PRMT9 PRPF40A PRPF40B PRR13 PRR14 PRR5L PRRG1 PSG11 PSMA5 PSMA6 PSMB10 PSMC3IP PTCD1 PTCH1 PTGR1 PTK2B PTPRG PUM1 PXMP4 PYDC1 PYM1 RAB26 RABL6 RACK1 RALGPS2 RB1 RBCK1 RBM25 RBM39 RBM7 RBMS2 RC3H1 RCN1P2 RENBP REPS2 RERE RERGL REXO4 RFWD3 RFXAP RHOQ RMND5A RN7SKP106 RN7SL180P RN7SL183P RN7SL3 RN7SL341P RN7SL40P RN7SL654P RN7SL678P RN7SL67P RNA5SP287 RNA5SP321 RNA5SP492 RNA5SP97 RNASEH1P2 RNF14P4 RNF217 RNF43 RNU2-22P RNU2-2P RNU4-21P RNU6-1 RNU6-1011P RNU6-1024P RNU6-102P RNU6-1233P RNU6-1248P RNU6-135P RNU6-15P RNU6-199P RNU6-271P RNU6-284P RNU6-375P RNU6-395P RNU6-407P RNU6-41P RNU6-486P RNU6-558P RNU6-658P RNU6-66P RNU6-760P RNU6-809P RNU6-892P RNU7-65P RNY1P10 RPA2 RPGRIP1 RPL10P5 RPL13AP2 RPL13P4 RPL17P36 RPL17P47 RPL21P10 RPL21P128 RPL21P64 RPL23A RPL23AP35 RPL26 RPL26L1 RPL29P27 RPL29P8 RPL3 RPL32P26 RPL32P3 RPL35AP17 RPL36AP37 RPL36AP45 RPL39L RPL7A RPL7L1P12 RPL7P46 RPL7P54 RPL8 RPPH1 RPS14 RPS15AP13 RPS15AP29 RPS23P8 RPS27AP8 RPS27L RPS29 RPS2P44 RPS4X RPS5 RPS7 RPSA RPSAP10 RPSAP53 RPSAP54 RPUSD2 RRAS2P2 RSRP1 RTRAFP1 RUFY1 RUFY2 RWDD2B S100A2 S100PBP SAFB2 SAMSN1-AS1 SAPCD2 SAR1A SASH1 SAT1 SCAMP3 SCARNA14 SCARNA20 SCARNA7 SCN3A SCNM1 SCUBE3-AS1 SCYL2 SDCBP SDCCAG8 SEC11A SEC14L1 SEL1L3 SELENOK SEM1 SEMA3A SENP7 SEPTIN2 SEPTIN7P1 SERPINB8P1 SERPINE3 SERPINF1 SERTAD4BP SETDB2 SEZ6L2 SF3B4P1 SFRP4 SGSM3 SH3TC2 SHLD3 SHROOM3-AS1 SIN3B SIRPB2 SIRPD SIRT6 SKIC8 SKIDA1 SKOR1-AS1 SLC16A1 SLC20A2 SLC25A13 SLC25A16 SLC25A27 SLC25A3 SLC25A30 SLC25A45 SLC25A5P7 SLC27A2 SLC2A2 SLC35B1 SLC39A1 SLC41A2 SLC4A7 SLC4A8 SLC7A1 SLC7A2 SLC7A8 SLC8B1 SLC9A1 SLC9A6 SLITRK4 SLX9 SMAD7 SMARCC2 SMG5 SMG6 SMG8 SMIM10L1 SMU1P1 SNAP47 SNHG11 SNHG30 SNHG4 SNHG8 SNORA38 SNORA73B SNORD114-19 SNORD114-29 SNORD14E SNORD36A SNORD36B SNORD36C SNORD37 SNORD42A SNORD4B SNORD99 SNRPD1 SNX8 SOCS2 SPAG9 SPATA1 SPATA6 SPATS2 SPECC1 SPINT1-AS1 SPOP SPPL2A SPPL3 SPRED2 SQSTM1 SRP14 SRP68 SRP72P2 SRRD SRRM1 SSBL4P SSBP1 ST3GAL6 STAG2 STAT6 STING1 STIP1 STK36 STMP1 STPG1 SUGT1P3 SULF1 SULT1A1 SUPT5H SUSD5 SUZ12 SUZ12P1 SYNE1 SYNM SYT11 SYTL1 TAAR5 TACO1 TADA2A TAF13 TAF15 TAF3 TAFA1 TAGAP TASOR TATDN3 TBC1D5 TBKBP1 TBL1XR1 TCEA1P2 TCEANC TCF20 TCF4 TCF7L2 TCL6 TCTN1 TDRD9 TEKT5 TENT2 TEX41 TEX43 TEX45 TFAP4 TFCP2 TFR2 TGFBR3 THUMPD3 TIAM2 TICRR TIMM44 TIMM8A TIMM9 TJAP1 TLE2 TLR5 TMC5 TMCO4 TMEM131L TMEM139 TMEM14C TMEM150C TMEM200A TMEM248 TMEM260 TMEM59 TMEM79 TMEM87A TMEM9 TMEM91 TMPOP2 TMTC1 TNFRSF13C TNFRSF9 TNKS TNNT1 TNRC6A TOP3A TPH2 TPRG1LP1 TPT1-AS1 TPTE2 TPTE2P5 TPTEP2 TRAF4 TRAPPC12 TRAPPC13 TRAPPC2 TRDMT1 TRGVA TRIM11 TRIM23 TRIP12 TRMT10B TSEN15 TSPAN12 TTLL13 TTN-AS1 TUBA1B-AS1 TWSG1-DT TXN2 TXNRD2 TYK2 U2SURP UBAC2 UBAP2 UBASH3B UBE2D2 UBE2V1P15 UBE2V2P4 UBE3A UBR1 UCK2 UGP2 UGT2B4 ULK2 UNKL UQCC6 UQCRFS1 USE1 USP18 USP39 USP45 USP54 USP6NL-AS1 USP9X UTP11 UTP18 VDAC1P5 VN1R20P VPS11-DT VPS33A VPS51 VPS53 VPS72 VPS8 VSIG10 WAC WDFY3 WDR36 WDR54 WDR7 WDR74 WDR76 WDR89 WEE1 WFDC3 XIAP XPO6 YAF2 YARS1 YDJC YIPF6 YLPM1 YY1P1 ZBTB21 ZBTB22 ZBTB8B ZCCHC2 ZCCHC7 ZCCHC8 ZDHHC17 ZEB2 ZMYM6 ZMYND19 ZNF131 ZNF146 ZNF177 ZNF207 ZNF217 ZNF224 ZNF236 ZNF256 ZNF284 ZNF295-AS1 ZNF382 ZNF419 ZNF428 ZNF433 ZNF438 ZNF451 ZNF544 ZNF57 ZNF573 ZNF575 ZNF605 ZNF624 ZNF664 ZNF677 ZNF689 ZNF696 ZNF724 ZNF763 ZNF846 ZSWIM4 ZNF236_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF236_TARGET_GENES AATF ABCF2 ACP6 ACTMAP AGR2 AIG1 AJUBA AJUBA-DT AKIP1 ALG1 ALOX12-AS1 ANAPC7 ANKRD13C AP1G1 ARHGEF12 ARHGEF28 ATAD2 ATXN2L ATXN7L3B B4GALT7 B9D1 BAG6 BDNF-AS BRIX1 C14orf119 C19orf48P CALM2 CALM3 CASP4 CBR4-DT CCNI CDC25C CDC27 CDC42SE1 CDCA2 CDK13 CDK13-DT CDKL3 CEP57L1 CEP95 CFAP20 CFAP418 CFAP70 CKMT2-AS1 CLTC CLTCL1 CNTD1 COASY COX6C CREB1 CTNNB1 CYP51A1 DDB1 DDX5 DDX50 DENND2B DHX40 DLST DNAH6 DNAJB4 DPH5 DPH5-DT DUSP5-DT EDRF1-DT EEF1E1 EEF1E1-BLOC1S5 EFL1 EHF EIF2B5 EIF4A2 EML2 ENDOV ENSG00000266401 ENTPD1-AS1 EPS8 FAM32A FAM53C FBXO34 FOXJ3 FOXN2 FUS FUT8 GABPB2 GCA GFI1B GIN1 GPALPP1 GPATCH8 GSK3B H2BC9 H3C7 HAUS2 HEXIM2 HEXIM2-AS1 HHLA3 HMG20A HMGA1 HNRNPD HNRNPD-DT HSP90AB1 HSPA8 INTS13 IST1 ITPR1 KCTD9 KDM3A KDM5D KIF22 LCLAT1 LEMD1 LIN7C LINC02340 LINC02453 LINC02960 LINC02983 LLGL2 LRP6 LRPPRC LRRC57 LSG1 LYRM7 MALAT1 MAPK7 MCCC2 MCM7 MCUB MDH1 MEF2A MGAT1 MIR17HG MIR5188 MKKS MMAB MPV17L2 MROH8 MRPS28 MSL2 MTF2 MTHFD2 MVK NAB2 NAPA NDUFAF1 NEAT1 NEMF NEMP1 NRDC NUP37 NUP58 OGDH OGT OR2A13P OSBPL10 PAFAH2 PARPBP PCAT6 PCM1 PDE4D PEAK1 PGGT1B PHC3 PHF14 PHKBP1 PIGN PIK3C2B PKM PMP22 PNISR POGZ POLH POLR1G PPP1R13L PPP6R1 PSMA3 PSMB7 PSMG4 PTEN RAB6C-AS1 RABIF RAD1 RAVER1 RBAK RBAK-RBAKDN RBL1 RBM22 RBM47 RCOR1 RELCH RFC1 RFFL RN7SL706P RNASEK RNASEK-C17orf49 RNF213-AS1 RNF43 RNY4 RPL21 RPL4 RPN2 RPS26 RPS27L RPS8 SATB2 SAXO2 SDF2L1 SESN1 SH3BGRL3 SLC19A2 SLX4IP SMIM13 SMIM14 SNORD46 SNRPA SNX24 SOX14 SP110 SPDL1 SPICE1 SRP54 SRP54-AS1 STK40 STPG2 STYX SYAP1 SYBU SYBU-AS1 TCF12 TKFC TMEM134 TNPO1 TNRC18 TOB2 TRAF4 TRIM33 TSC1 TSC22D2 TSPAN31 TSSC4 TUBB2B TYRP1 U2AF2 UBAP1 UBASH3B UBB UBC UBE2B UBP1 UNC93B1 VAV3 VSNL1 WDPCP ZC3H6 ZCCHC9 ZFP1 ZKSCAN2 ZNF219 ZNF280D ZNF335 ZNF446 ZNF518A ZNF678 ZNF821 ZNF860 ZWILCH ZWINT ZNF239_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF239_TARGET_GENES ADGRG1 AP1M1 ARSG BEAN1 BEAN1-AS1 CASC3 CCN1 CNBD2 CNN2 CXXC5 DTX1 ERCC1 GSTCD INTS12 JSRP1 LRRC59 MAN1C1 MAPT MMP25 MTFR1 NCOR2 NEAT1 NIBAN3 RTEL1 SCAND1 SEC14L5 SH2B3 SH2D5 SLC16A6 SMG7 SMG7-AS1 STAT6 STMN3 TM7SF2 TMEM94 ZDHHC2 ZKSCAN2 ZNF579 ZNF23_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF23_TARGET_GENES ASS1 CEACAM19 CUEDC1 DNM2 GAS8 GINS3 ITGAL LIG1 LOC124904669 MIR4518 PNPLA6 RAB37 RFX1 RPH3AL STAT6 STUM SYT5 ZNF248_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF248_TARGET_GENES NFILZ RN7SL754P RPS15AP28 TRAV12-1 TRPM4 ZNF250_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF250_TARGET_GENES ABCB8 ABHD14A-ACY1 ABHD14B ACADVL ACHE ACTL6A ACY1 ADAP1 ADAP2 AGBL3 AHCTF1 AHSA1 AJUBA AJUBA-DT ALDH3A2 ALG10B ANAPC5 ANKFY1 ANKHD1 ANKHD1-DT ANKHD1-EIF4EBP3 ANKMY2 ANKZF1 ANO8 ARID1A ARID4A ARMH4 ARPC4 ARPC4-TTLL3 ASB3 ASXL1 ATAD3A ATF7IP ATG9A ATM ATP13A4 ATP6V1D ATP8B1 BANP BAZ1B BCAS3 BCL6 BMS1 BMS1P4 BMS1P4-AGAP5 BORCS8 BORCS8-MEF2B BRF2 BTBD19 BUB1B BZW1 BZW2 C12orf76 C17orf75 C21orf62-AS1 C2orf49 C2orf49-DT C3orf52 C5orf34 C6orf226 CA13 CATSPERD CBR4 CBR4-DT CCDC97 CCHCR1 CCT2 CCT8 CD164 CDK5RAP1 CEP70 CFAP298 CFAP298-TCP10L CFAP57 CHP1 CKMT2-AS1 CNPY2-AS1 COA6 COA6-AS1 COASY COL17A1 COMMD6 COPE COPS5 COPS6 COQ4 COX16 COX8A CRYZL1 CS CSPP1 CSTPP1 CTR9 CWC27 CYCSP10 DARS1 DARS1-AS1 DBNL DCAF6 DCP1A DDX1 DDX49 DENR DHFR2 DHX30 DHX57 DIAPH1 DIAPH1-AS1 DKC1 DLAT DLG4 DMAP1 DMXL1 DMXL1-DT DNAJB9 DNAJC11 DNMBP DNMBP-AS1 DOC2A DPM3 DRAIC DRC3 DTWD1 DYNC2I1 DYNLT4 EBNA1BP2 EEF1A1P23 EEF1A1P32 EFCAB7 EIF2S1 EIF3F EME1 EME2 EMSY EMSY-DT ENPP3 ENSG00000230021 ENSG00000232995 ENTPD1-AS1 EPB41L4A-AS1 EPM2AIP1 EPS8 EPS8L3 ERCC1 ERLEC1 ERLIN2 ESYT1 EXD1 EXD3 FAM114A2 FAM149B1 FAM200B FAM227B FAM228B FAM98B FANCG FASTKD5 FBXL5 FBXO22 FBXO24 FBXW11 FDPS FIS1 FLAD1 GALM GAS8 GATC GBA1 GCDH GCHFR GDPGP1 GFI1B GHDC GINS4 GLUD1P3 GOLGA5 GOSR1 GPATCH3 GRPEL2 GSTCD GTPBP3 H2AZ2 H2AZ2-DT H4C16 H4C8 HARS1 HARS2 HAUS2 HAUS8 HELQ HEMK1 HMGA2 HMGN2 HNRNPA1P32 HNRNPC HOXA-AS2 HOXC-AS2 HUS1 HUWE1 ID2 ID2-AS1 IFT20 IFTAP IMPDH2 INO80 INO80B INO80B-WBP1 INTS12 INTS2 INTS4 IQCD IRAK1BP1 ISCU ISY1 ISY1-RAB43 ITFG2 ITFG2-AS1 ITGB3BP ITSN1 JOSD2 JPX KBTBD4 KCTD10 KDM4C KHSRP KIF18A KIFBP KLHL20 KMT5A KPTN KRR1 KRT18 KRT8 LARS1 LENG1 LETMD1 LGALS8 LIMA1 LINC00431 LINC01012 LINC01132 LINC03011 LMAN2 LONP1 LRCH4 LRP6 LRPPRC LRRC49 LRRC57 LRSAM1 LSM8 LZTS2 MAD1L1 MAD2L1BP MCCC1 MCFD2 MDP1 MED23 METTL13 METTL15 METTL2B MFAP3 MFSD14A MGAT1 MIA3 MICAL3 MICOS10 MICOS10-DT MICOS10-NBL1 MIR17HG MIR3678 MIR3912 MIR3913-1 MIR4512 MLEC MLH1 MORN2 MPC2 MPLKIP MROH8 MRPL16 MRPL27 MRPL3 MRPL44 MRPL46 MRPL48 MRPL51 MRPS11 MRPS17 MRPS18C MRPS31 MRPS31P5 MRPS34 MT-ND6 MT-RNR1 MT-TE MT-TF MT-TT MT-TV MTCO3P12 MTERF1 MTF2 MTND5P11 MYO9B NAPA-AS1 NCAPD2 NCOA4 NDUFA3 NDUFAF1 NDUFS3 NDUFS7 NELFE NFRKB NIPSNAP2 NKAPD1 NKAPP1 NKTR NLK NME5 NOP10 NOP2 NOSIP NOXA1 NPAS3 NPAT NPM1 NPM1P19 NR2F1-AS1 NR5A2 NSL1 NSUN3 NUBP2 NUDCD3 NUDT6 NUF2 NUP42 NUSAP1 NUTM1 NXT2 OIP5 OPA1 ORMDL2 OSBP OSCAR PABPN1 PAXBP1 PCBP4 PCLAF PDLIM1 PER1 PHF12 PHLDA1 PHLDA1-DT PIH1D1 PIH1D2 PIM1 PIP5K1B PIPOX PISD PKP2 PNPLA8 POLG POLG-DT POLR3GP2 POP5 PPIA PPP1R11 PPP1R12A PPP2R1A PRDX1 PRKAR1A PRPF18 PRPF31 PRRG2 PSMA3-AS1 PSMF1 PTCH1 PTENP1 PTPN11 PXK PXN-AS1 RAB2B RAB44 RACK1 RAD21 RAD51AP1P1 RBIS RBM15 RBM28 RC3H2 RFC5 RFX1 RFXANK RGMB RGMB-AS1 RGS5 RHEBL1 RN7SL449P RNF139 RNF139-DT RNF145 RNF34 RNF6 RNU5A-1 RNU6-215P RNU6-460P RNU7-27P RPL12 RPL17 RPL17-C18orf32 RPL27 RPL29 RPL30P11 RPL37 RPL5 RPLP0 RPN2 RPS11 RPS16 RPS25P3 RPS27 RPS27L RPS6 RPS6KB1 RPS7 RTEL1 RTEL1-TNFRSF6B RTTN RUVBL1 S100A14 SAR1B SARNP SART3 SBDS SCAMP5 SCP2 SEC11A SECISBP2 SECISBP2L SEMA4B SERF2 SETD9 SF3A3 SF3B6 SH2B1 SINHCAF SIPA1L1 SKIC2 SLC12A9 SLC1A3 SLC26A2 SLC35A3 SMG7 SMG7-AS1 SMG8 SNAPC5 SND1-DT SNORA13 SNORD12C SNORD58B SNORD65 SNORD95 SNRNP200 SNRPD1 SP2 SP2-DT SPATA5 SPATA7 SPINK13 SPNS1 SPSB3 SRA1 SREK1IP1 SSBP1 ST7-AS1 ST7-OT4 STAT6 STMN3 STX16 STX16-NPEPL1 STX18 STX18-AS1 SUGCT SUPT5H SYNCRIP TADA3 TAFA2 TANK TANK-AS1 TARS2 TASOR2 TATDN3 TBC1D19 TCERG1 TEDC1 TEFM TEKT3 TFPT THAP10 THAP5 TIMM22 TIPIN TMA16 TMBIM4 TMCO1 TMED2 TMEM102 TMEM184A TMEM242 TMEM242-DT TMEM248 TNFAIP1 TOM1L2 TOX4 TPCN1 TRAV13-2 TRIAP1 TRIM41 TRIP4 TRUB2 TTC26 TTC4 TTC7A TTI2 TUBGCP5 TUT1 TXN2 UBE3B UBOX5 UCHL3 UQCC6 USP15 USP30 USP8 UTP11 VIPAS39 VPS13B VPS13B-DT VPS25 VPS33B VPS33B-DT VPS39 VPS39-DT VPS4B VPS51 VTI1A WARS2-AS1 WASF2 WBP1 WDR11 WDR11-DT WDR24 WDR6 WDR62 WEE2-AS1 ZBTB40 ZBTB45 ZC3H10 ZC3HC1 ZCCHC9 ZDHHC6 ZFAS1 ZMAT2 ZMPSTE24 ZMPSTE24-DT ZNF133 ZNF200 ZNF219 ZNF24 ZNF302 ZNF343 ZNF384 ZNF397 ZNF446 ZNF561 ZNF561-AS1 ZNF562 ZNF592 ZNF677 ZNF692 ZNF770 ZNF774 ZNFX1 ZSCAN26 ZSCAN29 ZWINT ZZZ3 ZNF257_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF257_TARGET_GENES AAMDC ABCA7 ABCD2 ABHD5 ACTG1P25 ACVRL1 AFF1 AGAP3 AIMP2 AKR7A2P1 AKT1 ALG3 ANKRD12 ANKRD26 ANKS6 ANO10 ANO8 AP2A1 APRT ARHGAP18 ARHGAP45 ARHGEF11 ARIH2OS ARL14EP ARL6IP1 ATAD2B ATMIN ATP23 ATP2A1-AS1 B9D1 BAHD1 BBIP1 BBS4 BCL2L11 BICDL1 BMS1 BORA BRD8 BRIP1 BSG BTNL12P C10orf53 C10orf88B C15orf40 C16orf46 C16orf46-DT C17orf75 C19orf12 C19orf38 C2CD5 C2orf76 C3orf38 CA11 CADM1 CARF CATSPERG CBFA2T2 CC2D2B CCDC125 CCDC18 CCDC18-AS1 CCDC47 CCDC71L CCND1 CCNG1 CCNT1 CCSER2 CDC14B CDH23-AS1 CDK1 CEMP1 CENPL CENPN-AS1 CEP85 CEPT1 CFAP300 CHCHD2P2 CHCT1 CHD2 CMTR2 CNN3 CNOT11 COMMD1 COPS7A COQ8A CORO1C CRAT CREB5 CRIP1P1 CRLF3 CSAD CSNK1E CTC1 CYP20A1 DARS2 DBI DDHD2 DDIT3 DDR1 DDX3P2 DDX42 DEDD DELE1 DENND4B DENND6A DENND6A-DT DIDO1 DLK2 DLX1 DMAP1 DNAI1 DNM1L DRG2 DUSP22 DVL3 DZIP3 EAF1 ECHDC1 ECHDC2 ECI1 ECSIT EI24 EIF3J EIF3J-DT EIPR1 EMC1-AS1 EMC10 EML4 ENO3 ENSG00000230021 ENSG00000267568 ENSG00000274015 EOLA1 EOLA1-DT EOLA2-DT EPB41 EPB41L2 EPM2A-DT EPS8 ERBB3 ERFE ETV4 F11R FAM133B FAM219A FAM98C FANCC FBXL20 FBXO16 FBXO30 FDFT1 FEZF1-AS1 FGL2 FHOD3 FLAD1 FLI1 FLOT1 FOXA1 FRAS1 FRMD4B FRYL FZD2 G6PC3 GADD45A GALNS GARIN5A GAS2 GBA1 GDF11 GDF15 GEMIN2 GFRA2 GGA2 GINS1 GLI2 GLIPR1 GNAI2 GNAQ GNPNAT1 GOLM2 GORAB GORAB-AS1 GPATCH11 GPBP1 GREM2 GRP GTF2H4 GTF2I GTPBP3 GUSBP11 H2BC15 H4C16 HAS2 HEATR5B HIGD2B HINT1 HINT2 HJV HOMER1 HOOK2 HOXC8 HP1BP3 HSD17B4 HSF2 HSF2BP HSPA6 HSPBP1 HTR7P1 IARS1 IER3-AS1 IFT20 ILRUN ILVBL INKA2 INTS2 IPO11 IPP IRAK1BP1 IRF9 ITGA3 ITGB3BP ITPKB ITPR1 JAG1 KANSL2 KCNJ2-AS1 KDM6B KIAA0319L KIAA1586 KIF20A KIF22 KIF23-AS1 KIF2A KLHL11 KMT5C KPNB1 KRT18 KRTCAP2 KTI12 KYAT1 LARS1 LGMN LIMA1 LINC00265 LINC00467 LINC01424 LINC01780 LINC02086 LINC02453 LINC02916 LIPA LIX1L LNPEP LRCH1 LRRC58 LRRFIP2 LRRK1 LSG1 LSM14A LTBP4 LYSMD1 MAP3K12 MAPK7 MAZ MBD6 MEAK7 MED18 MELTF METTL6 MFAP3 MFAP4 MIA3 MIOS-DT MIR193B MIR29B2CHG MIR3178 MIR4638 MIR4779 MIR5191 MLF2 MOB1A MOCOS MOCS3 MRPL24 MRPL39 MRPS31P5 MTA3 MTCH2 MTCO3P12 MTMR12 MTMR4 MTND5P11 MZT1 NAA30 NCDN NDUFV2-AS1 NDUFV3 NEAT1 NEDD4L NFYB NIBAN1 NIPSNAP3B NKIRAS1 NKX2-2 NOL11 NORAD NPAS1 NPTX2 NR1D1 NR2F1-AS1 NRG2 NUP153 NUP153-AS1 NXNL2 ODAD3 OFD1 ORC6 PABPC1 PACC1 PAGR1 PAWR PCLAF PDCD6IP PDP2 PFAS PICART1 PIK3AP1 PIK3R3 PITPNC1 PKP4 PLEKHG5 PLK3 PLPBP PLPP5 POLR1C POLR2I POLR2L PPM1N PPP1R12A-AS2 PPP1R37 PPP1R3F PPP2R3A PRDM1 PRDX1 PREP PRKAB1 PRKCA PRKCH-AS1 PRKCSH PRMT5-AS1 PROX1 PROX1-AS1 PRPF19-DT PRPF31 PRPSAP1 PRR14 PSMB4 PSMG2 PTCH1 PTGES3 PTMS PTPDC1 PTPN12 PTPN21 PUM3 QPCTL QSER1 QSOX1 RAB5C-AS1 RALBP1 RALGAPA2 RANBP2 RANBP9 RBBP5 RBBP9 RBM23 RBM33 RBM33-DT REPS1 RET RGMB RGS16 RIPK2 RIPK2-DT RIPOR3-AS1 RMND5B RNF138 RNF167 RNF217 RNU6-453P RPL15 RPL36 RPS15A RPS3P3 RPS7 RSF1 RSL24D1 RSPO2 RXFP4 S100A1 S100A13 S100A4 SAMD4B SAMHD1 SAP30L SAP30L-AS1 SCAMP5 SCNM1 SCP2 SDSL SEC61A1 SELL SET SETD9 SH3D21 SHOC2 SIAH1 SIVA1 SKOR1-AS1 SLC12A7 SLC16A1 SLC18A3 SLC25A11 SLC25A4 SLC25A45 SLC25A48 SLC2A1 SLC2A1-DT SLC9A5 SLCO4C1 SMAD7 SMG5 SNAPC5 SNCAIP SNRPD2 SNX10 SNX4 SPAG5 SPAG5-AS1 SPECC1 SPINT2 SPIRE1 SPOP SPTLC2 SPX SREK1 SRRM1 ST3GAL5 ST6GALNAC2 STAG1 STMN4 STUB1 STX6 STX8 SULT1A1 SUMF2 SUPT5H SZRD1 TAF4 TAGLN2 TARBP2 TARS2 TBC1D10B TBC1D20 TBC1D23 TBC1D30 TBCB TBX3 TCAIM TCEANC2 TDP1 TFAP2A TFB1M TFPT TGFB2 THOC2 TINF2 TLE4 TMBIM6 TMED1 TMEM200B TMEM242 TMEM242-DT TMEM258 TMEM38B TMEM59 TMEM79 TMEM8B TMEM94 TNFAIP1 TNFSF9 TNKS2 TNKS2-DT TOM1 TRAF4 TRAK1 TRAM2-AS1 TRAPPC14 TRAPPC2 TRAPPC2L TRIB3 TRIM41 TRIM46 TRIP12 TRIP4 TSEN2 TSFM TSHZ1 TSPAN15 TSPAN4 TSPEAR-AS1 TTLL4 TVP23B TWF1 TXNRD2 UBE2D3 UBE2E1 UBE2G1 UBE2G2 UBE2K UBE2Q1 UBE2V1 UBR4 USP2 USP32 VARS2 VCPIP1 VPS33B VPS33B-DT VPS35 VPS51 WARS2-AS1 WDFY3 WDFY3-AS2 WDR12 WDR89 XPC-AS1 YIPF3 YPEL5 YWHAH ZBBX ZFP36 ZNF18 ZNF268 ZNF271P ZNF3 ZNF345 ZNF354B ZNF391 ZNF440 ZNF446 ZNF462 ZNF529 ZNF549 ZNF566 ZNF566-AS1 ZNF579 ZNF584 ZNF607 ZNF688 ZNF703 ZNF740 ZNF790 ZSCAN16 ZSCAN30 ZSCAN9 ZNF260_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF260_TARGET_GENES AAR2 AARS2 ABCD1 ABHD13 ABRACL ACLY ACOT13 ADAM22 ADAMTS3 ADAP2 ADAT2 ADCY10 ADGRE2 ADGRE5 ADIPOR2 ADNP AGAP1 AGAP2 AGGF1 AIFM1 AJUBA AJUBA-DT AKAP6 ALG10 ALG10B ALG5 ALKBH2 ALKBH3 ANAPC5 ANKEF1 ANKRA2 ANKRD24 ANKRD40 ANO8 ANXA2 ANXA2R AP1G1 AP3S2 APBA1 APBA3 AQR ARAP1 ARID1A ARID4B ARID5B ARL5A ARMCX5 ARMCX5-GPRASP2 ASB6 ATAD3A ATG4C ATN1 ATP2B4 ATP5F1A ATP6V0A2 ATP8B1-AS1 ATPAF2 AURKAIP1 AXDND1 BANF1 BCAS2 BCL11B BCL9 BCO2 BICDL3P BMPR1B BMS1 BMS1P4 BMS1P4-AGAP5 BNIP1 BPNT1 BRAF BRD2 BRF2 BRWD1 BRWD1-AS2 C10orf88 C12orf76 C17orf75 C18orf32 C1orf112 C2CD5 C3orf38 C5orf52 CALCOCO1 CAPZA1 CARD8-AS1 CARS2 CBFB CBX5 CC2D2A CCAR1 CCAR2 CCDC159 CCDC18 CCDC180 CCDC22 CCDC77 CCDC81 CCDC97 CCNC CCNE1 CCNG2 CCNI CCNJL CDC42EP4 CDC42SE1 CDCA2 CDIPT CDIPTOSP CDK12 CDK5RAP1 CEBPG CENPU CERNA3 CES3 CFAP298 CFAP298-TCP10L CFAP410 CFAP65 CFAP74 CGGBP1 CHAC1 CHCHD2 CHEK2 CHMP4A CITED2 CIZ1 CKB CLASP1 CLASP2 CLPTM1 CMC2 CMTM7 CNIH3 CNTNAP2 COG2 COG3 COL13A1 COMMD2 COPS2 COPS7B COQ3 COQ8A COQ8B COX16 COX7A2 CPE CROCCP2 CRYM CSTF2T CUL4A CWC27 CWF19L1 CZIB CZIB-DT DALRD3 DBIL5P DCDC1 DCTN6-DT DDIT4 DDN DDX41 DET1 DHRS4-AS1 DIMT1 DIP2C DIS3L DIS3L-AS1 DMAP1 DNAH2 DNAJC19 DNAJC24 DNAJC25 DNAJC25-GNG10 DNAJC9 DNAJC9-AS1 DNM1 DNM1P38 DOCK7 DOCK7-DT DPY19L4 DRG2 DSTYK DTNA DTWD1 DUS1L DUSP6 DYRK4 DYTN EAF1 ECI1 EDC4 EEF1A1 EEF1A1P8 EEF1AKMT3 EFCAB10 EGLN2 EHMT1 EID1 EIF1AD EIF3E EIF3F EIF5A ELOVL2-AS1 EMC3 EMC3-AS1 EMC4 EMC7 EME2 EMG1 EML2 ENDOV ENPP3 ENSG00000230021 ENSG00000231252 ENSG00000232995 ENSG00000247416 ENSG00000252404 ENSG00000259362 ENSG00000267058 ENSG00000267260 ENTPD1-AS1 EPB41L3 EPC1-AS2 ERCC6L2 ERCC6L2-AS1 ESF1 ESYT1 ETS2-AS1 EXD2 EXOSC3 EXOSC6 EXOSC8 FAF1 FAM136A FAM227B FAM228B FAM230G FAM76B FASTKD5 FBXO22 FBXW7 FBXW8 FBXW9 FDX2 FOXJ3 FRA10AC1 FRMD4B FUT4 GABPB2 GALK2 GALNT16-AS1 GBA1 GEMIN4 GEMIN6 GFM2 GFRA1 GGPS1 GID4 GIN1 GINS1 GLUD1P2 GLUD1P3 GMDS GNAL GOLIM4 GOSR1 GPATCH3 GPBP1L1 GPR39 GPR42 GPR85 GPRIN3 GRAMD1A GRAMD1A-AS1 GRB2 GSTCD GTF2H2C GTF2H4 GTF2IP20 GTF3C3 GTF3C5 GTPBP3 GUSBP2 H2AC12 H2BC12 H2BC18 H2BC5 H4C2 HADHA HDAC2 HDAC2-AS2 HEBP2 HELQ HERC3 HEXIM2 HEXIM2-AS1 HIC1 HLA-DMA HMGA2 HMGB1 HSD17B1-AS1 HSPB1P2 HSPB6 HUS1 IFTAP IGFLR1 IGHMBP2 IK IMPDH2 ING1 INKA2 INO80B INO80B-WBP1 INTS12 INTS14 INTS2 IPO11 IPO4 ISLR2 IST1 ITFG2-AS1 ITGA9-AS1 ITPK1P1 IZUMO4 JCHAIN JMJD1C JMJD4 JOSD2 JPX JRK KANSL3 KBTBD4 KCND1 KCNH2 KCNK1 KCTD10 KCTD5 KCTD9 KDM5A KIAA1671 KIFBP KLHDC1 KLHDC9 KLHL26 KPNB1 KPNB1-DT KRT18P12 KRT8 KRT86 KRTCAP2 LAMP1 LAS1L LATS2 LGI1 LGI4 LIG4 LIN37 LINC00240 LINC01010 LINC01275 LINC01409 LINC01547 LINC01719 LINC01775 LINC01804 LINC01811 LINC02643 LINC02773 LINC02942 LINC02953 LINC02960 LMAN2 LMO4 LRP12 LRRC37A5P LRRC49 LSG1 LSM5 LTN1 LYPD5 LZIC MAN2C1 MAP2K3 MAP2K5 MARCKSL1P2 MBTPS2 MCF2L MCM3AP MDH1 MED18 MED23 MEF2A MEGF10 MEIS1 METTL1 METTL15 METTL18 METTL6 MIA2 MICB MIF4GD MIF4GD-DT MIGA1 MIR1277 MIR3143 MIR3190 MIR3613 MIR4512 MIR4521 MIR5087 MIR7-3 MIR7-3HG MITD1 MKRN2 MLEC MNAT1 MOB3A MORN4 MPLKIP MRPL21 MRPL3 MRPL30 MRPL39 MRPL44 MRPL48 MRPL53 MRPL54 MRPS18C MRPS2 MRPS22 MRPS27 MRPS31 MRPS31P4 MRPS31P5 MRPS33 MRPS34 MST1P2 MTCO3P12 MTERF4 MTF2 MTIF2 MTMR9 MTND5P11 MTOR MTR MXI1 N4BP3 NAA25 NAPG NBL1 NBPF1 NCAM1 NDUFA11 NDUFA12 NDUFA2 NDUFAF1 NDUFAF3 NDUFAF4P1 NDUFAF5 NDUFB7 NDUFC2 NDUFC2-KCTD14 NDUFS3 NDUFS7 NECAP1 NFE2L2 NIF3L1 NKAP NKAPP1 NME1 NME1-NME2 NMNAT1 NOC3L NOL12 NOL9 NOP16 NOSIP NPM1 NR1H2 NR2F1 NREP NSL1 NUB1 NUDCD1 NUDT19 NUDT19-DT NUDT7 NUF2 NUP37 NUP43 ODAD4 OGT OSBPL7 OTUD7B OTULIN OTULIN-DT P2RX3 PABPN1 PAFAH2 PARP6 PARPBP PCBP2 PCDH1 PCID2 PCLAF PCYT1A PDCD6IP PDCD6P1 PDE4B PDE6D PDXK PEX12 PEX13 PEX3 PFKL PGBD4 PGS1 PHAF1 PHB2 PHF3 PHIP PIERCE1 PIGB PIGBOS1 PIGL PIGQ PIWIL4 PLCB2-AS1 PLEKHM3 PLK5 PMAIP1 PNPLA6 POLB POLD1 POLDIP3 POLI POLR2J3 POLR3B POP4 PPIL3 PPIP5K2 PPP1R3D PPP4R1 PPP4R3A PPP6R1 PPP6R3 PRDX1 PREX2 PRKCE PROSER3 PROX1-AS1 PRPF18 PRPF31 PRRG2 PRSS27 PSCA PSMB6 PSMC1 PSMC2 PSMC4 PSMD1 PSMG3 PSMG3-AS1 PSMG4 PSTK PTCH1 PTP4A1 PTPN2 PUS10 PYURF RAB11A RAB18 RAB27A RAB3GAP1 RAB3IP RABEP2 RAI14 RARS1 RBBP5 RBL1 RBM28 RBM42 RBM45 RBSN RCC1 RCOR1 RELA RELN RERE REX1BD REXO4 RFX2 RGS3 RGS5 RN7SKP59 RN7SL392P RN7SL819P RNA5SP18 RNA5SP21 RNF150 RNF207 RNF213-AS1 RNF41 RNU1-134P RNU1-94P RNU11 RNU4ATAC RNU5A-1 RNU5F-1 RNU6-131P RNU6-2 RNU7-27P RNVU1-21 RNVU1-27 RPL12P21 RPL12P24 RPL26L1 RPL26L1-AS1 RPL27 RPL29 RPL37 RPL38 RPL3P2 RPL7L1 RPLP1 RPS15 RPS17 RPS20 RPS23P10 RPS23P9 RPS24 RPS29P16 RPS4X RPS4XP19 RPS7 RPS8 RRN3P1 RRP15 RTEL1 RTEL1-TNFRSF6B RTTN RUVBL1 SAMD4B SAR1B SCP2 SDC2 SEC16B SEC22B SEL1L3 SEMA3A SEMA6D SEPTIN7P13 SETD1A SF3A3 SF3B6 SHC4 SHF SIKE1 SIRT6 SLC22A15 SLC24A1 SLC25A36 SLC27A5 SLC30A6 SLC30A6-DT SLC33A1 SLC35A3 SLC38A7 SLC39A3 SLC44A1 SLC4A1AP SLX9 SMARCD2 SMC6 SMG5 SMG7 SMG7-AS1 SMG8 SNAP23 SNAP47 SNAPC5 SNHG12 SNHG19 SNHG3 SNHG7 SNORA16A SNORD46 SNORD54 SNORD55 SNORD60 SNRNP27 SNRNP35 SNRPB SNRPD1 SNRPE SNUPN SOX13 SOX2-OT SPOCD1 SPOP SPRED1 SPSB1 SREK1IP1 SRFBP1 SRSF7 SSBP1 ST7 ST7L STAT1 STAT3 STAT6 STMN3 STOX1 STX16 STX16-NPEPL1 SUGCT SULF2 SUPT5H SUPT7L SYCP2L TACO1 TAMM41 TAOK3 TARS2 TAS1R1 TATDN3 TBC1D19 TBC1D5 TBCD TCN1 TDP2 TEFM TEX11 TFAP4 TFCP2 TFPT THAP10 THUMPD1 TIMM29 TLE2 TMBIM6 TMEM101 TMEM128 TMEM144 TMEM222 TMEM242 TMEM242-DT TMEM259 TMEM41A TMEM69 TMEM79 TNPO2 TOB2 TOP3B TOR1AIP1 TP53BP2 TRAF7 TRAPPC8 TRDMT1 TRIM46 TRIP4 TRPV1 TSC2 TSFM TSHZ2 TSPAN31 TTC26 TTC5 TTI2 TUBB2B TUBGCP4 TVP23B TXLNB UBA2 UBE2V1P4 UBE3B UBL7 UBL7-DT UBOX5 UBP1 UQCC1 UQCR11 USPL1 UTP15 UTP3 VARS2 VAV1 VEGFA VMAC VPS13B VPS13B-DT VPS25 VPS51 VTI1A VTRNA1-2 VTRNA1-3 VWA8 VWA8-AS1 WARS1 WASF4P WDPCP WDR11 WDR11-DT WDR24 WDR25 WDR36 WDR70 WEE2-AS1 WSCD1 XIST YBEY YIPF2 ZBTB14 ZBTB40 ZBTB45 ZC3H10 ZC3H6 ZC3HC1 ZCCHC4 ZCCHC8 ZDHHC6 ZDHHC9 ZKSCAN2 ZKSCAN8 ZMPSTE24 ZMPSTE24-DT ZMYND8 ZNF106 ZNF165 ZNF181 ZNF195 ZNF205 ZNF213-AS1 ZNF221 ZNF224 ZNF233 ZNF234 ZNF260 ZNF271P ZNF282 ZNF283 ZNF302 ZNF335 ZNF343 ZNF354B ZNF382 ZNF391 ZNF404 ZNF420 ZNF45-AS1 ZNF461 ZNF540 ZNF546 ZNF549 ZNF554 ZNF568 ZNF569 ZNF570 ZNF579 ZNF580 ZNF581 ZNF608 ZNF613 ZNF622 ZNF689 ZNF764 ZNF780A ZNF793 ZNF793-AS1 ZNF821 ZNF827 ZNF829 ZNF846 ZNF875 ZSCAN16-AS1 ZSCAN26 ZSCAN30 ZZZ3 ZNF26_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF26_TARGET_GENES BBC3 CCL8 CLCN5 COX16 E2F2 ERICH1 FABP5P7 GSTO1 LINC00431 LINC01119 LYPLA2P3 MPPE1 NAXD-AS1 OMG OSBPL9 OSMR OTOS PFKM RPL7AP70 SATB1-AS1 SNX16 SRGAP1 STAT6 TAGLN2P1 UAP1 UHRF1 WWP2 ZNF45 ZNF561-AS1 ZNF567 ZNF274_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF274_TARGET_GENES AARD AARSD1 ABCB9 ABCC1 ABCF1 ABHD12B ABI3BP ACAP2 ACBD6 ACER3 ACRBP ACSM3 ACTBP12 ADAM10 ADAM28 ADAMTS13 ADCY2 ADGRB2 ADNP AFDN AFG1L AFG3L1P AGBL5 AGBL5-AS1 AGR3 AHCYL2 AHRR AIF1L AK9 AKAP7 AKAP8P1 ALDH7A1P4 ALG3 ANAPC15 ANAPC7 ANGEL1 ANK3 ANKRD11 ANKRD13D ANKRD22 ANKRD24 ANKRD29 ANKRD54 ANKRD55 ANLN ANXA2R AOAH AOX2P AOX3P AP3M2 APAF1 ARFGAP2 ARHGAP5 ARHGEF12 ARHGEF2 ARID2 ARMC2 ARPC1AP1 ARPC3P1 ARPP21 ARRDC1 ART4 ASB13 ASIC1 ASPM ATF7IP ATOSA ATP2A2 ATP6V1B2 ATP6V1G3 ATPAF2 ATPSCKMT ATRAID ATXN2 AXDND1 BASP1 BBC3 BBOX1 BBS4 BBS9 BDH1 BDNF-AS BICRAL BIVM BLM BMERB1 BORCS7 BPTF BRD3OS BRD9 BRIP1 BRME1 BRMS1L BST2 BTAF1 BTBD9 BZW2 C14orf28 C15orf61 C17orf99 C1QTNF3 C1orf167 C22orf39 C2CD3 C2orf92 C4BPAP1 C8orf88 C9orf57 CABLES1 CACFD1 CALD1 CAPN2 CAPS2 CARS2 CASP7 CCDC144NL-AS1 CCDC146 CCDC18 CCDC183-AS1 CCDC190 CCDC69 CCDC71L CCDC73 CCDC77 CCL18 CCNE1 CCT5 CCT7 CCT7P2 CD1E CD44 CD99P1 CDC26 CDH6 CDH9 CDK16 CDYL2 CELA3A CENPK CENPQ CEPT1 CERCAM CFAP57 CFAP69 CFDP1 CHASERR CHD2 CHI3L2 CHL1-AS1 CHRNA5 CHST11 CHTF8 CISTR CLDN10 CLMP CLRN1 CLRN1-AS1 CMAHP CNIH3 CNTF CNTRL COL4A1 COMMD1 COPZ2 COQ10B COX5BP4 COX5BP8 COX7CP3 CPAMD8 CPLANE1 CPVL-AS1 CPXM1 CREBBP CRLF1 CRLF3P3 CROCC CROCCP2 CRYZ CSF2RA CSRP3-AS1 CWC27 CYCSP19 CYCSP38 CYP11A1 CYP1B1 CYP4A22-AS1 DAB2 DAOA DAP-DT DAPK1 DAPK2 DBNL DCAF5 DCAF6 DCP2 DDB2 DDX11 DDX11-AS1 DDX23 DDX39BP2 DDX5 DENND1B DEPDC4 DGKA DIAPH1 DIAPH1-AS1 DIAPH3 DIAPH3-AS1 DKK3 DLG1 DLGAP2 DLGAP5 DNAJC17 DNAJC5B DNM2 DPH5 DPH5-DT DPM1 DRAM2 DROSHA DSG2 DST DTNA DTNB DTWD1P2 DUSP11 DUX4L17 DUX4L18 DUX4L52 DYNLT4 E2F3 EEF1A1P39 EEF1G EFCAB6 EFHB EFL1 EGR2 EHHADH EIF1AX-AS1 EIF2D EIF3FP1 EIF3H ELK4 ELMO2 EMC4 EML2 ENAH ENPP5 ENSG00000201701 ENSG00000230021 ENSG00000247131 ENSG00000251314 ENSG00000251574 ENSG00000251922 ENSG00000253363 ENSG00000254775 ENTPD2 EPB41 EPB41L4A EPS8 ERCC4 ERCC8 ERMAP ESPL1 EXOC3-AS1 FAAP100 FABP4 FADS2B FAHD1 FAM114A2 FAM174A FAM174A-DT FAM177A1 FAM177B FAM220A FAM76B FANCA FANCG FARP1 FARSA FBH1 FBN2 FBXO22 FBXO34 FBXO34-AS1 FER1L6-AS2 FGD4 FHL1 FHL2 FIBCD1 FJX1 FMO5 FNBP4 FOSL1 FPGS FRMD5 FUT8-AS1 FYB1 FZR1 G2E3 G2E3-AS1 GANAB GAPDHP33 GARNL3 GARS1-DT GATB GBAP1 GCM1 GCNT1P3 GCSHP1 GCSHP2 GCSIR GDF15 GEMIN8 GFM1 GFPT1 GGNBP1 GGNBP2 GHR GIPR GLI1 GLI2 GLMP GLS2 GLUD1P3 GNA12 GNA13 GNA14 GNB5 GNLY GON4L GOT2P3 GPBP1L1 GPC6-AS1 GPI GPNMB GPR108 GPR139 GPR161 GPR21 GPRC5A GRHL1 GRWD1 GSDME GSTM3 GTF2B GTF3C2 GTF3C2-AS2 GXYLT1 GYS1 H1-4 H2AC6 H2BC4 H3C12 H3P21 HACD2 HAGH HBD HCG14 HDAC11 HDAC11-AS1 HECTD1 HECW1 HEXA-AS1 HIPK1 HM13 HMCN1 HMGB1P35 HMGCS2 HMGXB3 HNF1A HNRNPA1P16 HNRNPC HNRNPH3 HRG-AS1 HRH4 HSPA5-DT HSPD1P15 HSPE1P27 HTATIP2 HVCN1 HYPK IDE IDUA IFT25 IFT80 IGLC5 IGLC7 IGLV1-36 IGLV3-29 IGLV3-6 IGLV8-61 IKZF4 IL17A IL20 IL24 IL2RA IL6ST-DT ILF3 IMMP2L ING3 INO80 INO80B INO80B-WBP1 INTU IQCB2P IQCG IQCH-AS1 IQGAP3 IRAK4 ITGA6 ITM2B IWS1 JPH3 JPT1 KCNQ2 KCNT2 KCTD19 KCTD3 KDM4C KHDRBS3 KIAA0319 KIAA0753 KIF2A KMT2D KRIT1 KRT20 KRT4 LAMC3 LARP4 LARP7P3 LBR LCDR LCN2 LCNL1 LDHB LDHD LETMD1 LGR4-AS1 LIFR LIFR-AS1 LINC00317 LINC00513 LINC00536 LINC00635 LINC00652 LINC00665 LINC00881 LINC00963 LINC01322 LINC01497 LINC01503 LINC01596 LINC01633 LINC01719 LINC01828 LINC01960 LINC01983 LINC02058 LINC02143 LINC02206 LINC02218 LINC02257 LINC02278 LINC02345 LINC02631 LINC02687 LINC02736 LINC02890 LINC02908 LINC02989 LINC03000 LIPC LMAN1 LMNA LMO7 LNCRNA-IUR LOC102724323 LOC105371361 LOC105379230 LOC112267871 LONRF3 LRCH3 LRPAP1 LRRC19 LRRC27 LRRC36 LRRC37B LRRC40 LRRC7-AS1 LRRC8C LRRC8C-DT LSM11 LTV1 LUZP1 LY96 LYPD3 LYSETP1 LZTR1 M6PR MADD MAGEB6B MALT1 MAN1B1 MAN1B1-DT MAP2K6 MAPK1 MARCHF6 MAT2B MATCAP2 MCCC1 MDM2 MED13L MED15 MED26 MED6P1 MEFV MEIS3 MESP1 METTL25 MEX3C MFAP3 MICU1 MID1 MIGA1 MINDY2-DT MINDY4B MIP MIPOL1 MIR107 MIR181B2 MIR3150A MIR3650 MIR3651 MIR4273 MIR4437 MIR4473 MIR4502 MIR4740 MIR6089 MITD1 MLF2 MLIP MMP26 MMUT MOGAT3 MORF4L1P1 MPPE1 MR1 MRM2 MRPL15P1 MRPL17 MRPL45 MRPL48 MRPL57P3 MRPS5 MSS51 MST1P2 MT-CYB MT-ND1 MT-ND3 MT-ND4 MT-ND4L MT-ND6 MT-RNR1 MT-TE MT-TF MT-TG MT-TH MT-TL1 MT-TL2 MT-TP MT-TR MT-TS2 MT-TT MTAPP1 MTCO3P12 MTCO3P23 MTERF1 MTFR2P1 MTMR1 MTMR12 MTMR2 MTND1P15 MTND3P12 MTND5P11 MTND6P4 MUC15 MUC6 MYCBP2-AS1 MYG1-AS1 MYO10 MYO15B MYO1C MYOT NAIF1 NAMPT NAMPT-AS1 NAPSB NARS2 NASP NAT10 NAXE NBPF1 NCAPD3 NCKAP1L NCKAP5L NCLN NCOA3 NCOA4 NCOA6 NDUFA12 NDUFAF4 NDUFS3 NEIL1 NEK8 NET1 NEUROD4 NFAT5 NFIB NFKBIZ NID2 NOCT NOL4 NOS2P1 NR4A2 NRG1-IT3 NRSN1 NT5C3A NT5DC3 NTHL1 NTN4 NUBPL NUDT1 NUF2 NUP188 NUP205 NUP214 NXN OAZ2 OFD1P17 OR13Z2P OR2R1P OR4C3 OR51Q1 OR7A19P OR7A5 OSBPL3 OSMR-DT PABPC4 PACS1 PAK2 PAN2 PANK1 PARP10 PCDHA14 PCED1B PCLO PCNX1 PCSK1 PDCD4 PDE4B PDE4D PDGFB PDZPH1P PECAM1 PEX14 PEX5L PFDN1P2 PFKL PGBD2 PHACTR4 PHC3 PHF14 PHF20 PHIP PHLDB1 PHYKPL PI16 PI4KA PIGB PIGBOS1 PIK3IP1-DT PIWIL1 PKM PLAC8 PLCE1P1 PLD1 PLPP2 PLSCR4 PMFBP1 PODNL1 POLD2P1 POLE2 POLL POLR1B POLR1HASP POLR2K PPARGC1A PPDPFP1 PPIAP87 PPIEL PPM1B PPM1F PPP1R9A-AS1 PPP2R5C PPP2R5D PPP3CC PRC1 PRDM9 PRDX1 PRH2 PRKAA1 PRKAR2B PRMT9 PRPS2 PSIP1 PSMA3 PSMB5 PSMB7 PSMC6 PSMD13 PTCSC2 PTEN PTGER4 PTGES2 PTGS2 PTK2 PTPN11P4 PTPRQ PTRHD1 PTTG1IP2 PUM1 PYM1 QSOX2 RAB13 RAB27A RAB3GAP2 RAB40B RABEP2 RABGAP1L RACK1P1 RAD50 RAD51B RAF1 RAI14-DT RALGAPA1 RALGAPB RAPGEFL1 RASAL2 RBBP7 RC3H1 RDH13 RDH14 RDH5 RERE RGL3 RGMB RGS17P1 RHOBTB3 RHOH RHOT1 RIMKLBP2 RIPK2 RIPK2-DT RLF RN7SKP104 RN7SKP153 RN7SKP25 RN7SKP46 RN7SKP92 RN7SL209P RN7SL26P RN7SL280P RN7SL334P RN7SL354P RN7SL370P RN7SL420P RN7SL444P RN7SL577P RN7SL612P RN7SL615P RN7SL693P RN7SL728P RN7SL76P RN7SL782P RN7SL812P RNA5SP110 RNA5SP194 RNA5SP21 RNA5SP286 RNA5SP333 RNA5SP368 RNA5SP435 RNA5SP444 RNA5SP460 RNF10 RNF111 RNF130 RNF144B RNF145 RNF19A RNF224 RNU1-39P RNU6-1084P RNU6-1209P RNU6-1248P RNU6-1261P RNU6-369P RNU6-374P RNU6-8 RNU6-90P RNU6ATAC11P RNU6ATAC24P RNU7-110P RNU7-47P RNU7-87P RNU7-93P RNY4 RO60 RORA RPL11 RPL13AP9 RPL17 RPL17-C18orf32 RPL18A RPL21P7 RPL22 RPL31P22 RPL31P63 RPL34P17 RPL35AP32 RPL35AP6 RPL36AP2 RPL36AP40 RPL7AP40 RPL7L1 RPLP1 RPS12P7 RPS13P4 RPS15AP29 RPS20P15 RPS26P28 RPS26P40 RPS27P30 RPS29P10 RPS29P14 RPS6KC1 RRAGA RRAGC RRM1 RSPH14 RSPH3 RSRC2 RTEL1-TNFRSF6B RTF1 RTN1 RTTN RUBCN SAA2 SAA2-SAA4 SBF2 SCFD1 SCG3 SCG5 SCUBE2 SEC23A SEC63 SEH1L SELENOS SEMA4B SENP5 SEPTIN2 SERGEF SERINC4 SERPINC1 SERPIND1 SESN3 SET SETD5 SF3A3 SGMS1 SH3YL1 SHOC1 SIDT2 SIGLECL1 SIPA1L1 SIRT1 SIRT3 SKIL SLBP SLC1A3 SLC22A15 SLC22A2 SLC35D2 SLC37A1 SLC38A4 SLC38A4-AS1 SLC38A9 SLC39A13 SLC44A2 SLC45A2 SLC4A1APP2 SLC4A8 SLC7A6 SLK SMAD3-DT SMAD6 SMG5 SMIM2 SMIM35 SMPD4P1 SNHG17 SNORA63 SNORA72 SNORA84 SNORD116-1 SNORD116-10 SNORD116-3 SNORD116-5 SNORD116-7 SNORD116-8 SNORD116-9 SNORD15B SNRPCP3 SNRPG SNX29 SOX6 SPACA5 SPAG17 SPAG9 SPANXB1 SPATA1 SPPL3 SPRR1B SPRY4 SPSB1 SPTAN1 SPTLC2 SQLE SREK1IP1 SRP14-DT SRP54 SRR SRSF1 SRSF10 SRSF3 SRSF5 SSBP2 SSBP3 ST13P21 ST6GAL1 ST8SIA1 STAMBP STIL STIM1 STIM1-AS1 STK3 STK31 STPG4 STRBP STXBP2 STXBP5L SUCO SUMF1 SUMO2P13 SV2A SV2B SVOP SYF2P2 SYNM-AS2 TAF11L14 TALDO1 TANC2 TARID TAT TBC1D2 TBC1D28 TBX19 TCF12 TCF21 TCF7L2 TCTN1 TERB2 TESMIN TFAP2A THUMPD3 TMBIM6 TMCO1 TMEM167B TMEM183A TMEM19 TMEM212 TMEM216 TMEM219 TMEM248 TMEM62 TMEM69 TMEM9B TMEM9B-AS1 TMTC1 TNKS TNS2 TNS2-AS1 TP53 TP63 TPD52 TPM1 TPP2 TPR TRAF3IP3 TRAPPC12 TRAPPC6B TRBV16 TRBV6-2 TRIM37 TRIO TRIP10 TRNT1P1 TRPC6 TTC7B TTC9C TTLL3 TTLL5 TULP2 TWF1P1 TYW3 UACA UBA5 UBAP2 UBE2D3P2 UBE2QL1 UBE3A UBIAD1 UBLCP1 UBN2 UBTFL9 UCK2 UFL1-AS1 UGDH UIMC1 USP49 UTP14A UTS2B VASP VENTXP4 VENTXP5 VPS13C-DT VPS18 VPS26B VPS33B-DT VPS41 VRK2 VSTM5 VTRNA1-2 WASH3P WDCP WDR11 WDR33 WDR53P1 WDR73 WNK1 WSB1 XXYLT1 XYLT2 YAF2 YAP1 YES1 YLPM1 YWHABP2 YWHAQP6 ZBED3-AS1 ZBTB18 ZC3H7A ZCCHC2 ZFAND4 ZFAND6 ZFHX3 ZFHX3-AS1 ZFP69 ZFX ZFYVE19 ZIC1 ZMYM4 ZNF10 ZNF101 ZNF182 ZNF263 ZNF274 ZNF286A ZNF324 ZNF350 ZNF354A ZNF354B ZNF382 ZNF397 ZNF410 ZNF420 ZNF43 ZNF430 ZNF432 ZNF461 ZNF473CR ZNF48 ZNF484 ZNF490 ZNF491 ZNF525 ZNF529 ZNF566 ZNF574 ZNF598 ZNF607 ZNF613 ZNF621 ZNF692 ZNF701 ZNF704 ZNF706 ZNF737 ZNF791 ZNF808 ZNF836 ZNF875 ZNF879 ZPLD1 ZRSR2P1 ZSCAN10 ZSCAN2 ZNF282_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF282_TARGET_GENES AAAS AANAT ABCD1 ABHD13 ABR ACCS ACP5 ACTB ACTN1 ACTN1-DT ACVR1 ACVR2B ADAMTS3 ADAP1 ADARB1 ADGRL1 ADNP ADO ADRA2B ADRM1 ADSS1 AFG3L2 AGFG2 AGO3 AGPAT2 AHI1 AKAP1 AKAP1-DT AKAP11 AKAP8 AKT3 AKTIP ALAD ALDH4A1 AMH ANK1 ANKFY1 ANKRD12 ANKRD13B ANKRD28 ANKRD31 ANKRD40 ANKS1B ANO8 ANPEP ANTKMT ANXA2 AP2A2 AP3M2 AP4B1 AP5B1 APBA2 APLP1 APLP2 APOBEC3B APOBEC3C APOBEC3D APOC1 APOC1P1 ARC ARF3 ARHGAP21 ARHGEF12 ARHGEF19 ARID1A ARID1B ARID3A ARL16 ARPC1B ARPC4 ARPC4-TTLL3 ARRDC1 ASIC4 ASXL1 ATAD2 ATAD3A ATF7 ATF7-NPFF ATG3 ATN1 ATP13A3 ATP13A3-DT ATP2A3 ATP5PB ATPAF1 ATXN1L ATXN2 ATXN2L AURKA AURKAIP1 AVPI1 BAD BAIAP2L1 BAMBI BANP BAX BAZ2B BCAP29 BCAP31 BCAR1 BCL2L13 BCOR BCORL1 BEND3 BICRAL BMI1 BMP1 BNIP3 BRD2 BRD3 BRPF1 BTBD10 BZW1 C11orf21 C11orf68 C11orf98 C1RL C1RL-AS1 C2CD2L C8orf82 CADM1 CALM3 CANX CAPN2 CARHSP1 CARHSP1-DT CAST CBX4 CCDC12 CCDC127 CCDC136 CCDC159 CCDC47 CCDC57 CCDC6 CCDC91 CCND1 CCNJ CCNT1 CCT8 CD2AP CD2AP-DT CD68 CDC34 CDK11A CDK12 CDK14 CDK17 CDK5R1 CDKL1 CDKN1C CDKN2C CDS1 CEBPD CELF1 CERCAM CERS2 CFAP251 CFL1 CHAF1A CHCHD7 CHIC2 CHMP2A CHPF CHTF18 CHTF8 CIP2A CISD3 CLCF1 CLCN7 CLDN6 CLEC16A CLOCK CLSTN1 CLTA CLTB CNIH2 CNNM3 CNP CNPPD1 CNPY2-AS1 COMT COX11 COX7B CPTP CRELD1 CREM CRK CRPPA-AS1 CS CSKMT CSNK1E CSNK1G2 CSTF1 CTBP1 CTBP1-DT CTDSP1 CTDSP2 CTNNBIP1 CTSA CTSZ CTTN-DT CTXN1 CUEDC1 CXCL2 CYB561 CYP4F3 CYRIB CYTH4 DAAM1 DAO DARS1 DAZAP1 DCAF16 DCAF6 DCLRE1B DCTN2 DCUN1D2 DDHD2 DDIT4 DDX42 DDX51 DDX59 DEDD DEGS1 DENR DESI2 DHDDS DHRS4L2 DICER1 DICER1-AS1 DIRAS1 DKKL1 DLGAP4 DMXL1 DMXL1-DT DNAJB2 DNAJC27 DNAJC27-AS1 DNAJC5 DNM1L DNM2 DNMT3B DOC2A DOCK9 DOCK9-DT DONSON DPP7 DPP9 DPP9-AS1 DPYD DRAP1 DSCAS DVL1 DYRK1A DZIP3 EGFL7 EHBP1L1 EHD1 EIF1 EIF2B4 EIF2S3 EIF4A3 EIF5 ELAC1 ELAVL1 ELOVL1 ENPP1 ENSG00000223969 ENSG00000236377 ENSG00000244791 ENSG00000260592 ENSG00000271551 ENSG00000271860 ENTPD1-AS1 EOGT EOGT-DT EP400 ERCC6L2 ERCC6L2-AS1 ERGIC2 ERLIN1 ESRRA ETFA EXOC3L2 EXOSC6 FABP5P3 FAM111A FAM111A-DT FAM131A FAM135A FAM199X FAM200B FAM20B FAM21FP FAM53A FAM72A FAM76A FAM83A FAM83A-AS2 FASN FAT1 FBXL5 FBXO6 FBXW11 FERMT3 FEV FGD4 FGD5-AS1 FGFR3 FHL1P1 FHL3 FIBP FLNA FNDC3A FNDC4 FNIP2 FOSL2 FOXD3 FOXD3-AS1 FOXK2 FOXO6 FOXRED2 FSCN1 FSIP1 FSTL3 G0S2 GAS8 GCLC GCLM GCSH GEMIN8 GET4 GGA2 GGNBP2 GIGYF2 GLCE GLIPR2 GNAO1 GNAO1-DT GNB1 GNB1-DT GOLGA8B GOLPH3 GOLPH3-DT GORASP2 GPATCH3 GPBP1 GPR137 GPR89A GRIK4 GRK4 GSE1 GSR GTPBP3 GUK1 GXYLT1 H2AZ2-DT H4C11 H4C12 HBE1 HBG2 HCG14 HCG27 HDAC10 HDAC4 HDAC4-AS1 HDAC6 HDLBP HEMK1 HES2 HGS HIP1 HIPK2 HISLA HK1 HLA-DMA HMG20A HMGA1 HMGB3P22 HMX3 HNRNPU HOOK3 HPF1 HS3ST3B1 HSD11B1-AS1 HSD17B8 HSDL2-AS1 HSF2BP HSPA4 HSPA9 IBA57 IBA57-DT ICA1-AS1 ICMT ICMT-DT ID2-AS1 IER2 IGF2BP3 IGSF11 IL11 IL1R1 IL5 ILVBL IMPDH1 INCA1 INHA INKA2 INTS11 IREB2 IRF1 IRF1-AS1 IRF2BP1 ISG20 ISLR2 IST1 ISYNA1 ITM2C JADE2 JADE3 JAK1 JMJD1C JUP KAZALD1 KBTBD2 KCNH5 KCNS2 KCTD18 KDELR3 KIAA0232 KIAA1191 KIAA1522 KIF13A KIF18B KIF18B-DT KIF1B KIF1C KIF5B KLF10 KLF3 KLHL17 KLK1 KLLN KMT2C KPNA2 KRAS LAMP1 LARGE2 LCOR LCORL LDB1 LENEP LIG4 LIMD1-AS1 LIMS1 LIN28B LIN9 LINC00115 LINC00398 LINC00938 LINC00958 LINC01029 LINC01128 LINC01366 LINC01399 LINC02281 LINC02327 LINC02569 LINC02593 LINC02934 LINC03072 LMBR1 LMNTD2 LPCAT1 LPXN LRRC28 LRSAM1 LSM14B LTBP4 LTBR LTV1 LUC7L2 LY6E-DT LYL1 MACO1 MAD1L1 MAFG MAK16 MAML3 MANBAL MANSC1 MAP1LC3A MAP1LC3B2 MAP2K2 MAP7D1 MAPK14 MAPK6 MAPK6-DT MAPK8 MAPK8IP2 MAPK8IP3 MARCHF10 MARCHF2 MARCHF6 MARCHF7 MAST3 MATR3 MAU2 MAZ MBTPS1 MBTPS1-DT MCAM MCRIP2 MCUB MDH2 ME2 MED22 MED8 MEF2A METTL21A MEX3B MEX3D MFAP3L MFSD14CP MGME1 MIB2 MICAL2 MICALL1 MICOS10 MICOS10-DT MICOS10-NBL1 MICU2 MIDEAS MIER1 MINDY4 MIOS MIOS-DT MIR3667HG MIR378A MIR4435-2HG MIR4690 MIR4734 MIR638 MKRN2 MLST8 MMP15 MMS19 MMS22L MNT MPC1 MPC1-DT MPC2 MPP3 MRO MRPL38 MRPL57 MTCL1 MTG1 MTIF2 MVP-DT MXI1 MYADM MYADM-AS1 MYH10 MYL5 MYO18A MYO1C MYPOP NAA35 NAA60 NAB1 NAPRT NAT14 NBPF25P NCAPG NCAPG2 NCOA2 NCOA4 NDST2 NDUFB2 NDUFB2-AS1 NDUFV2-AS1 NEDD1 NEDD4L NEMP2 NEMP2-DT NES NEURL1B NEURL2 NFE2 NFE2L2 NFIA-AS1 NFIB NFIC NIFK NIN NIPSNAP3A NIPSNAP3B NLRP1 NME3 NMUR1 NOC2L NOC2LP1 NOC4L NOL4L NOL9 NOP14 NOSIP NOTUM NPHP3 NPHP3-AS1 NPTN NR1D2 NR2C2 NR2F6 NR4A1 NR6A1 NRBP2 NSD2 NUP153 OBSCN-AS1 OBSL1 OCRL ODC1 ODC1-DT ODR4 OFD1 OLFM2 OR51B5 ORAI1 ORAI3 OTUB2 P2RX6 PACSIN3 PAFAH1B3 PANX2 PAQR9 PAQR9-AS1 PAXIP1 PAXIP1-DT PCBD2 PCGF3 PCSK4 PDCD4 PDE8A PDGFA PDIA2 PDK4-AS1 PDPR2P PDXK PER1 PER3 PERP PEX1 PEX10 PGAM5 PGRMC2 PHF1 PHF19 PHF3 PHLPP1 PHPT1 PIGK PIK3R3 PIM3 PISD PKIA PKM PLAG1 PLAU PLEKHA1 PLEKHG4 PLEKHH2 PLEKHH3 PLEKHJ1 PMAIP1 PNMT POLR1G POMGNT2 POP7 POU2F2 PPCDC PPM1L PPM1L-DT PPP1R13L PPP1R14A PPP3CC PPP4R3B PPP4R3B-DT PPP5D1P PRDX1 PRICKLE3 PRKACA PRKAR2B PRKCQ PRKCQ-AS1 PROKR1 PROS1 PRR12 PRR5 PRRT2 PRSS16 PSMA6 PSMD5 PTEN PTGER2 PTGES2 PTGES2-AS1 PTGR3 PTGS1 PTOV1 PTOV1-AS1 PTPMT1 PTPN11 PTPN18 PTPN4 PTPRN PUF60 PUM2 PURA PYGO2 QKI QRICH1 QSER1 RAB26 RAB3B RAB6B RAB9A RABGGTA RAD23B RAD50 RADIL RAI14 RALGDS RARA RASSF7 RAVER2 RBM39 RBM48 RC3H2 RCL1 REEP6 REPIN1 REPS1 RETREG2 RETREG3 REV3L RFC5 RFK RFX1 RHBDL1 RHCE RHOT2 RHPN2 RILP RIN1 RN7SL2 RN7SL525P RNASEH2B RNF130 RNF146 RNF157 RNF167 RNF170 RNF19A RNF207 RNF207-AS1 RNF220 RNU6-218P RNVU1-26 ROGDI RPL12 RPL17 RPL17-C18orf32 RPL6 RPL7A RPS11 RPS19 RPS6 RPS7 RPUSD1 RRM2 RRP1B RTN4R RTN4RL2 RUFY3 RUNX1 RUNX1T1 RUNX2 RXRA SACM1L SAMD11 SANBR SCAMP5 SCAP SCRIB SDHA SDK2 SEC62 SELENOS SELENOV SEMA4C SEMA7A SENP5 SEPTIN2 SEPTIN7 SEPTIN7-DT SF1 SF1-DT SF3A2 SFXN5 SGK3 SGO2 SH2D7 SHB SHLD2 SIL1 SIPA1 SIRT5 SKA3 SLC10A3 SLC12A2 SLC12A2-DT SLC25A10 SLC25A11 SLC25A4 SLC29A1 SLC2A13 SLC2A4RG SLC35A5 SLC35D2 SLC35E2A SLC35G1 SLC36A4 SLC39A3 SLC40A1 SLC43A3 SLC44A1 SLC8A2 SMAD2 SMAD3 SMAD3-DT SMG5 SMG7 SMG7-AS1 SMYD2 SNAP23 SNAP47 SNHG16 SNORA57 SNORD58B SNX17 SNX5 SNX9 SOCS2 SOCS2-AS1 SOCS3 SOGA1 SP1 SPDL1 SPEN SRCAP SRGAP2 SSBP3 SSH1 SSR4P1 ST7 ST7-OT4 STAG2 STAG2-AS1 STARD3 STAU2 STIM1 STK32B STK4 STK4-DT STKLD1 STRADB STRIP1 STX16 STX16-NPEPL1 STXBP4 STYXL1 SUGP1 SUMO2 SUMO3 SUPT4H1 SUPT5H SURF4 SUZ12P1 SYCE1L SYCP2 SYDE2 SYNGR2 SYNM SZT2 TAB2 TAB3 TACC1 TADA3 TAL1 TAS1R1 TATDN2 TBCD TBCEL TBPL1 TBXAS1 TCP11L1 TDH-AS1 TEAD1 TECPR2 TEF TENT4A TESC TESC-AS1 TEX38 TF TFDP1 TFEB TFR2 TGIF1 TGOLN2 THAP2 THEM4 THOC1 THOC1-DT TICAM2 TICAM2-AS1 TIGAR TIPIN TLCD4 TLCD4-RWDD3 TLE2 TM2D3 TMBIM1 TMC6 TMCO3 TMEM11 TMEM131L TMEM132A TMEM145 TMEM18 TMEM183A TMEM191B TMEM191C TMEM198 TMEM201 TMEM229B TMEM44-AS1 TMEM64 TMEM79 TMEM87B TMPO TMSB10 TNFRSF12A TNIP2 TNNT1 TNS2 TNS2-AS1 TPBGL-AS1 TPD52 TPI1 TPR TPRKB TPTEP1 TPTEP2 TRAF3IP2-AS1 TRAJ23 TRAK2 TRAPPC10 TRAPPC2 TRDMT1 TRIM28 TRIM44 TRIM6 TRIM6-TRIM34 TRPM7 TSG101 TSHZ1 TSNARE1 TSPAN3 TSPYL6 TSSK3 TTC23 TUBB TUBB2A TUBG1 TUBGCP5 U2SURP UBE2E3 UBE2E3-DT UBE2O UBR3 UBR5 UBTD1 UBTF UCP2 UGP2 UHRF2 UIMC1 UPP2 URI1 UROD USP13 USP20 USP24 USP39 USP40 USP54 UTP4 UVSSA VAC14 VAX2 VDAC3 VEZF1 VPS13D VPS26A VPS37D VPS4A VPS9D1 VSTM4 VWA7 WAPL WAPL-DT WASHC2C WASL WASL-DT WDR37 WDR38 WDR73 WDR77 WHRN WNK2 WNK4 WNT11 XK XPC YBX1 YPEL1 YWHAH ZBTB12 ZBTB14 ZBTB47-AS1 ZCCHC2 ZDHHC7 ZDHHC8 ZFC3H1 ZFP30 ZFP36L2 ZFP91 ZFP91-CNTF ZFPM2-AS1 ZFYVE9 ZMIZ1 ZMIZ1-AS1 ZNF106 ZNF131 ZNF22-AS1 ZNF236 ZNF268 ZNF276 ZNF346 ZNF395 ZNF428 ZNF510 ZNF513 ZNF641 ZNF653 ZNF671 ZNF706 ZNF775 ZNF83 ZNF846 ZYG11A ZYG11B ZZZ3 ZNF292_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF292_TARGET_GENES ADA AGMAT C6orf141 COQ10A CROCCP3 DAGLB DVL2 FES HAPLN2 LAMP1 MB MED21 MTFMT MTO1 NOL6 QSER1 RND1 RPL36 RRN3P1 SLC15A1 SNHG30 TNFRSF12A TRIM15 TTC1 ZNF2_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF2_TARGET_GENES AAAS AARS1 ABCA17P ABCA2 ABCA3 ABCA4 ABCD3 ABL1 ABT1 ACADSB ACAT2 ACBD3 ACBD7 ACHE ACOX3 ACP2 ADAM15 ADAMTS19 ADAMTS3 ADAP2 ADAT2 ADD2 ADGRG7 ADGRV1 ADRA1A ADRA2A ADRM1 AGAP2-AS1 AHCYL1 AK4 AKAP1 AKT3 ALDH1A2 ALDOA ALG10B ALG14 ALKBH3 ALKBH3-AS1 AMACR AMD1 AMMECR1L AMPH ANKRD13D ANKRD18B ANKRD2 ANKRD24 ANKRD27 ANKRD52 ANKRD54 ANO8 ANP32B ANP32E ANXA11 AP1G1 AP1G2 AP3B2 AP3M2 AP4M1 APBA3 APBB2 ARAP1 ARHGAP22 ARHGAP26 ARHGAP28 ARHGAP5 ARHGEF7 ARID4B ARNT ARRB1 ARRDC2 ARSA ARV1 ASPHD1 ATAD3A ATF5 ATP5MC1 ATP5MC2 ATP6V0A1 ATRX ATXN10 ATXN2L ATXN7L3-AS1 AURKAIP1 B4GAT1 B4GAT1-DT BABAM2 BANF1 BAZ2B BBIP1 BBS4 BBX BCAR1 BCCIP BCKDK BCRP2 BNIP1 BNIP3 BOD1L1 BORCS8 BORCS8-MEF2B BRD4 BRD8 BRF1 BRF2 BRPF1 BRWD1 BRWD1-AS2 BTD BTG1 BTG1-DT BUD31 C10orf67 C10orf88 C11orf71 C14orf93 C17orf58 C17orf75 C19orf12 C1QTNF1 C22orf31 C2orf50 C5orf15 C6orf226 CABLES2 CACNA1A CACNA1H CACNB3 CACUL1 CALM1 CAMSAP1 CANX CARNMT1-AS1 CASP8 CASP9 CBX4 CCDC107 CCDC144BP CCDC174 CCDC177 CCDC194 CCDC22 CCDC25 CCDC88C CCN1 CCNC CCND1 CCNI CCNJL CCSER1 CCT2 CCZ1P1 CD72 CDC25C CDC42BPA CDC73 CDCA2 CDH24 CDK12 CDK16 CDK18 CDK19 CDK5RAP1 CDK9 CDKN2AIP CDKN2C CELF4 CENPP CENPT CEP170 CETN3 CHD1L CHIT1 CHMP1A CHMP7 CIB4 CIDECP1 CIPC CITED2 CLASP2 CLK3 CLN3 CLPB CLPTM1 CLUAP1 CLYBL-AS2 CMBL CNIH3 CNOT6 CNOT6L CNPY2-AS1 CNTNAP2 COLGALT2 COMMD2 COMMD3 COMMD3-BMI1 COPZ1 COQ10A COQ3 COQ4 CORO1A COX16 COX5A COX7A2 CPLX2 CPVL CRBN CRELD1 CRHR1 CRKL CS CSNK1D CSTBP1 CSTPP1 CTNNA1 CTNNA1-AS1 CTNNB1 CTPS1 CUL2 CUL4A CYB561D1 CYB5D2 CZIB CZIB-DT DAGLB DAO DAZAP2 DBNDD2 DCAF7 DDN DDX19B DDX55 DDX59 DECR2 DEF8 DENND2A DENND4A DENND5B-AS1 DHFRP2 DHX16 DIAPH1 DIXDC1 DLAT DMAP1 DNAH2 DNAI1 DNAJB12 DNAJB4 DNAJC16 DNPH1 DOC2A DOCK7 DOCK7-DT DOHH DPP8 DPP9 DPY19L1 DPYSL3 DRG2 DSP-AS1 DTD1 DTNB DTWD1 DTX4 DUS1L DUSP1 DYNC2I2 DYRK1A DYRK4 EEF1AKMT3 EFCAB2 EFHC1 EFNA1 EIF1 EIF1AD EIF2AK4 EIF2B4 EIF2D EIF4ENIF1 EIF4G1 EIPR1 ELK4 ELL ELOA-AS1 ELOVL1 EMC1 EMC3 EMC3-AS1 EME1 EMX2 ENPP1 ENPP3 ENSG00000249738 ENSG00000255647 ENSG00000267260 ENSG00000278356 EPB41L4A-AS1 EPM2AIP1 ERBB3 ERBIN ERBIN-DT ERLIN2 ERMP1 ERO1B ESS2 ETV2 ETV4 EXOSC3 EXTL3 FAAP20 FAM107B FAM114A2 FAM124A FAM133GP FAM184A FAM193B FAM193B-DT FAM200A FAM20B FAM21EP FAM21FP FAM227B FAM241B FAM53C FANCC FANCD2 FBXL18 FBXL2 FBXO36 FCHO2 FCHO2-DT FGD4 FGD6 FGF13 FGF13-AS1 FGF7 FHIP2B FKBP15 FKBP1A FLJ13224 FLNA FLT3LG FNDC3A FNDC5 FNTB FOXJ1 FOXJ3 FRMD4B FRS2 FTCD FUBP1 FYN GABBR1 GALNT11 GATA3 GATAD2B GATC GBA1 GEMIN5 GFI1B GGA3 GGCTP1 GGPS1 GGTA1 GHR GINS1 GINS3 GIPC1 GLA GLCE GLI3 GLIPR1L1 GLOD4 GMNN GNA13 GNAL GNB2 GNB5 GNPNAT1 GOLGA3 GON4L GORASP2 GPALPP1 GPAM GPATCH3 GPC6 GPCPD1 GPR199P GPR3 GPR85 GPR89A GRIN2A GRN GSE1 GSTCD GSTK1 GTF2B GTF3C5 GTPBP10 GTPBP3 GUCD1 GUSBP11 GUSBP2 H1-10 H3-3A H3-3A-DT H4C8 HACL1 HAUS8 HCST HDAC1 HDAC10 HDAC2 HDAC2-AS2 HDAC5 HDAC7 HDGF HDGFL3 HEXIM1 HEY2-AS1 HINT3 HMG20A HNRNPH2 HOMER1 HOMER2 HOOK1 HOOK2 HOXB7 HOXC5 HOXD3 HS3ST3A1 HSD17B4 HSPB1P2 HSPB6 HTT-AS HUS1 ID2 ID2-AS1 IFFO2 IFT57 IFTAP IGHMBP2 IK IKZF5 IL10RA IL12B IL15RA IL1RAP IL4I1 INKA1 INO80B INO80B-WBP1 INTS1 INTS12 INTS14 INTS8 IPO8 IRAK1BP1 IRF1 IRF6 IRF9 IRX3 ISCA1 ISG20 ISG20L2 ISLR2 ISY1 ISY1-RAB43 ITFG2-AS1 ITGA3 ITGA5 ITGAE JADE2 JARID2-AS1 JMJD1C KANSL2 KAT6B KATNB1 KCNB1 KCNIP2 KCNJ11 KCNK1 KCNQ2 KCNQ4 KCTD10 KCTD14 KCTD19 KCTD21 KCTD5 KCTD9 KDM1A KDM4A-AS1 KDM8 KIAA0319 KIAA1191 KIAA1586 KIF20A KIF22 KIFAP3 KIFBP KLHL17 KLHL3 KLHL32 KMT2D KPNA1 KPNA3 KRBA1 KRTAP5-5 KYAT3 LASP1 LBX1-AS1 LDHA LETM2 LETMD1 LIN54 LIN9 LINC00240 LINC00398 LINC00461 LINC00662 LINC00680 LINC00680-GUSBP4 LINC00933 LINC01003 LINC01144 LINC01399 LINC01547 LINC01569 LINC01778 LINC01902 LINC02236 LINC02901 LINC02960 LINC02987 LINC03047 LINC03067 LINGO1 LL22NC03-63E9.3 LMAN2 LMTK2 LNPEP LPCAT4 LRFN2 LRRC23 LRRC36 LRRC37B LRRC59 LRRC8C LRWD1 LSG1 LTA4H LTBP3 LZTR1 MAF1 MAGOH MAGOH-DT MAGOHB MAN2A2 MAN2C1 MAP3K21 MAP3K5 MAP7 MAP7D1 MAPK1IP1L MAPKAPK5 MAPKAPK5-AS1 MARCHF6 MARCHF7 MARK1 MAST4 MAX MCM7 MCOLN3 MCRIP2 MCRS1 MED11 MED22 MED23 MED26 MEF2A MET METTL1 METTL15 METTL25B METTL26 MFAP3 MFGE8 MFSD4A MGAT1 MGRN1 MIF MIR100HG MIR1273C MIR1302-3 MIR194-1 MIR3663 MIR3677HG MIR3913-1 MIR3928 MIR4300HG MIR4519 MIR4645 MIR4799 MIR5091 MIR548AW MIR5708 MIR762HG MIR7974 MIR7977 MIR9-1HG MITD1 MKLN1 MLEC MLH1 MMAB MMP25 MMS19 MPHOSPH9 MPLKIP MRM3 MRO MRPL1 MRPL13 MRPL21 MRPL22 MRPL27 MRPL30 MRPL39 MRPL4 MRPL42 MRPL44 MRPL48 MRPL54 MRPS31 MRPS36 MRRF MRTO4 MSC MSC-AS1 MTBP MTERF4 MTMR2 MTMR9 MTO1 MTRF1 MTRFR MVK MXI1 MYCL MYG1 MYH9 MYL6 MYL6B-AS1 MYO9B MYOM3 NAV2 NAV2-AS6 NBL1 NBPF12 NBPF25P NCAPH NCBP2 NCBP2AS2 NCOA4 NCOA7 NDUFA2 NDUFA6 NDUFA6-DT NDUFC1 NEBL NECTIN2 NELFE NELL2 NEURL3 NFE2L1 NFE2L1-DT NFE2L2 NFIB NFKBID NKAPD1 NME2 NOL12 NOL8 NOSIP NPAS3 NPL NPTX1 NR1H3 NR2F6 NRXN2 NSD3 NSG1 NSL1 NTF3 NUBP1 NUBP2 NUCKS1 NUDC NUDT16-DT NUDT18 NUDT19 NUDT19-DT NUDT3 NUFIP1 NUFIP2 NUP62 NUTM2A-AS1 ODAD2 OGDH P2RX5 P3H3 PA2G4 PAFAH2 PANK1 PANK1-AS1 PAPOLA PARK7 PARL PARN PARP6 PAWR PBX3 PBX3-DT PCDH1 PCDHB2 PCDHB3 PCDHGA6 PCDHGB1 PCDHGB5 PCED1A PCID2 PCLAF PDCD10 PDCD2L PDCD6P1 PDE8A PDK2 PDLIM2 PDS5A PDXDC1 PDXK PDZD2 PDZD7 PDZD9 PEAK1 PEG10 PEMT PEX10 PEX3 PFAS PFKFB3 PGBD2 PHAX PHF20 PHF3 PHF5AP7 PHF8 PIGG PIH1D2 PIK3C3 PIK3R2 PIK3R3 PIP5K1B PKNOX1 PLAAT1 PLCXD2 PLEC PLEKHG1 PLEKHG5 PMPCB PNP PNPLA3 POC5 POGK POGLUT1 POLD1 POLR2J3 POP4 POU6F2 PPAN PPAN-P2RY11 PPCDC PPFIBP2 PPIH PPM1H PPP1CC PPP1R26-AS1 PPP1R3E PPP1R9A PPP2R2A PPP2R3A PPP2R5C PRAME PRCC PRELID1 PREP PRKAA1 PRKAR1A PRKCI PRKCSH PRMT3 PROSER3 PROX1 PROX1-AS1 PRPF18 PRPF40B PRR3P1 PRRC2A PRRG2 PRTFDC1 PSIP1 PSMC4 PSMD14 PSMD14-DT PSTK PTCH1 PTK7 PTPRK PTPRZ1 PURB PXYLP1 R3HDM2 R3HDM2-DT RAB11A RAB11FIP3 RAB24 RAB26 RAB2A RABEP1 RAC1 RAC3 RALGDS RAP1GAP2 RAPGEF3 RARS1 RASD2 RASGRF2 RBKS RBL1 RBM18 RBM22 RBM28 RBM41 RBM7 RBMX RBMXL1 RBPMS RBPMS-AS1 RCAN3 REEP3 REEP5 REPS1 RERE RERG REXO4 RFXANK RHBDF1 RHEBL1 RIMOC1 RINT1 RIOX1 RNA5SP160 RNF146 RNF150 RNF157-AS1 RNF185 RNF216 RNF217 RNF24 RNF43 RNPS1 RNU1-6P RNU2-17P RNU5F-1 RNU6-1300P RNU6-8 RNU6-920P RNU7-27P RNVU1-23 RNY3 ROBO3 ROGDI RPAP3-DT RPL12P14 RPL13P5 RPL15 RPL23AP82 RPL26L1 RPL26L1-AS1 RPL29 RPL36 RPL41 RPL5 RPL7A RPS27 RPS3 RPS9 RPSAP31 RPTOR RRAGA RSPH4A RTL8B RYR2 S100A13 SAMD10 SAMD4A SAMD4B SAP30L SARAF SCAI SCCPDH SCIRT SCRN2 SCTR-AS1 SCYL1 SCYL3 SDCBP2 SDHAP3 SDHAP4 SEC22B SECISBP2L SELENOH SEMA6A SERBP1 SERP1 SERPINI1 SETD5 SFSWAP SGCE SH2D7 SHARPIN SHOC2 SHPRH SIM1 SIRT4 SIRT6 SKIC2 SKIC8 SLC17A5 SLC1A3 SLC24A1 SLC25A16 SLC25A51 SLC25A53 SLC30A6 SLC31A1 SLC33A1 SLC36A1 SLC38A2 SLC39A11 SLC39A3 SLC44A1 SLC4A1AP SLC6A1 SLC9A1 SLC9A7 SLF2 SLX9 SMAD6 SMARCC1 SMARCC2 SMARCD2 SMARCD3 SMG5 SMG7 SMG7-AS1 SMIM10 SMIM13 SMIM26 SMIM7 SMUG1 SNAI1 SNHG30 SNORA13 SNORD12C SNORD15A SNORD24 SNRPD3 SNRPE SNX17 SOAT1 SOCS1 SOCS3 SORBS1 SP7 SPAG4 SPATA33 SPATS2 SPECC1P1 SPG7 SPINT2 SPSB3 SPTB SRCAP SRGAP3 SRRM1 SRRM2 SSH1 ST3GAL3 ST6GAL2 ST7 ST7-OT4 STAG1 STAG1-DT STARD10 STAT6 STAU2 STEAP1 STIP1 STK17B STOX1 STUM STX16 STX16-NPEPL1 STX17-DT STX3 STX4 STYK1 SUGCT SUPT5H SUPT7L SVOP SYMPK SYNCRIP SYNPO2 SYT12 SYT9-AS1 TAB2 TACO1 TARS2 TASOR2 TATDN3 TBC1D4 TBCB TBL3 TCF3 TEDC1 TEDC2 TEFM TENM3 TENM3-AS1 TENT2 TFDP1 THAP1 THAP11 THG1L THRB THRB-AS1 THUMPD1 THUMPD3 TIAL1 TIPARP TIPARP-AS1 TIPIN TLCD3B TLE3 TMCC2 TMEM101 TMEM127 TMEM128 TMEM14A TMEM161B TMEM161B-DT TMEM219 TMEM248 TMEM255A TMEM259 TMEM35B TMEM39B TMEM41A TMEM79 TMOD2 TMTC2 TNFRSF10C TNPO1 TNRC6C TNS2 TNS2-AS1 TOP3B TP53BP2 TP53TG5 TPGS1 TRAFD1 TRAPPC3 TRDMT1 TRIAP1 TRIP12 TRIP4 TRMO TRMT44 TRUB1 TRUB2 TSC1 TSC22D1 TSC22D1-AS1 TSC22D2 TSC22D4 TSFM TSHZ2 TSKU TSKU-AS1 TSPAN9 TSPEAR-AS1 TTC13 TTC26 TTLL4 TTLL7 TUBA4A TUT1 TXLNB TXNDC15 TXNIP TYW1B UBAC2 UBB UBE2D4 UBE2I UBE2Q2P1 UBE2V1P4 UBE3B UBE3D UBR2 UBTD1 UBTF UCP2 UFC1 UMPS UNC5B-AS1 URGCP UROD UROS USP22 USP35 VAV3 VEZT VIM VPS16 VPS25 VPS45 VPS51 VTA1 VWA7 WASHC2A WASHC2C WDR25 WDR26 WDR47 WIPI2 WNT1 XKR6 XPOT YBX3 YJU2 YWHAE ZBTB18 ZBTB22 ZBTB45 ZC3H6 ZCCHC2 ZCCHC24 ZCCHC4 ZDHHC17 ZEB2 ZEB2-AS1 ZFAS1 ZFP30 ZKSCAN3 ZMIZ1-AS1 ZMPSTE24 ZMPSTE24-DT ZNF131 ZNF140 ZNF212 ZNF217 ZNF225 ZNF225-AS1 ZNF227 ZNF260 ZNF284 ZNF3 ZNF30 ZNF30-AS1 ZNF335 ZNF341 ZNF345 ZNF367 ZNF385A ZNF45 ZNF511 ZNF623 ZNF644 ZNF667 ZNF667-AS1 ZNF674 ZNF674-AS1 ZNF704 ZNF714 ZNF721 ZNF790-AS1 ZNF792 ZNF827 ZNF860 ZNF91 ZNFX1 ZSCAN26 ZSCAN31 ZSWIM8 ZZEF1 ZNF302_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF302_TARGET_GENES C21orf62-AS1 CASC3 FOXM1 PAXBP1 SNHG30 STAT6 ZNF30_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF30_TARGET_GENES AAR2 AARS2 ABCA15P ABCA4 ABCB10 ABCB9 ABCF2 ABHD11 ABHD12 ABHD16A ABHD2 ABR ABRACL ACLY ACP1 ACVRL1 ADAMTS6 ADAMTSL4-AS1 ADAP2 ADGRF2 ADGRL1 ADNP ADPGK ADRA1A ADRM1 ADSL ADSS2 AFF1 AFMID AGFG2 AGK AGK-DT AGPAT3 AHCYL1 AHNAK AIG1 AK2 AKAP10 AKT2 AKT3 ALDH1A2 ALDOA ALG10B ALG14 ALOX12B ALOXE3 ANAPC16 ANAPC5 ANG ANGPTL7 ANK2 ANKRD13A ANKRD40 ANO8 ANXA2R AP2S1 AP3S2 AP4B1 APLP1 APOA1-AS APOBEC3B AQR ARHGAP1 ARHGAP18 ARHGAP32 ARHGEF1 ARID1A ARID1B ARID2 ARID5B ARIH1 ARL8B ARMH3 ARMT1 ARRDC2 ARVCF ASCC1 ASCC2 ATAD5 ATF1 ATG4C ATG5 ATG7 ATN1 ATOSB ATP5MC2 ATP5MC3 ATP5MF ATP5MF-PTCD1 ATPAF1 ATRIP ATXN7L3-AS1 AURKAIP1 AVPI1 AXDND1 B3GALNT2 B3GALT4 B3GNTL1 B4GALT3 B4GALT7 BACE1 BACH1 BACH2 BAG2 BAG6 BAK1 BANF1 BARHL1 BCL2L13 BCL6 BCRP2 BEND3 BEST3 BHLHE40-AS1 BICD2 BLOC1S1 BLOC1S2 BMS1 BMS1P4 BMS1P4-AGAP5 BNC2 BNIP1 BORCS7 BORCS7-ASMT BPHL BPNT1 BRD2 BRIP1 BSDC1 BTBD1 BTBD19 BTBD7 C10orf95-AS1 C11orf65 C12orf43 C12orf76 C16orf95-DT C17orf75 C18orf21 C19orf44 C19orf47 C1orf131 C1orf159 C1orf35 C21orf62-AS1 C22orf39 C2CD2L C2CD5 C2orf73 C6orf89 CAAP1 CALM1 CALM2 CALM3 CALR3 CAND2 CANX CAPNS1 CAPS2 CASP10 CASP7 CASP8 CASTOR3P CATSPERD CATSPERG CBR3 CBR3-AS1 CCAR2 CCDC137 CCDC144BP CCDC159 CCDC174 CCDC18-AS1 CCDC192 CCDC33 CCDC59 CCDC63 CCDC69 CCDC77 CCDC88A CCNC CCNL1 CCNT1 CCT6B CCT8 CD2BP2 CD68 CD81-AS1 CD8A CDC123 CDC16 CDC25C CDC42SE1 CDC73 CDH24 CDK11A CDK5RAP1 CDK5RAP3 CDKN2AIPNL CDX2 CEACAM21 CEBPA CEBPA-DT CELF1 CENPW CEP250 CEP89 CFAP276 CFAP298 CFAP298-TCP10L CFDP1 CFL1P4 CHD2 CHD3 CHD8 CHRNE CHST8 CIC CIDECP1 CIRBP CKAP5 CLCC1 CLIP1 CLK3 CLMP CLNS1A CLPB CLTCL1 CMC2 CMPK1 CNNM2 CNOT4 CNPY2 COASY COG2 COMMD2 COPA COPB2 COPB2-DT COPS4 COPS7B COQ10A COQ4 COQ5 COQ8B CORO7 COX16 COX20 COX7A2 CPEB1 CPNE8 CPXM2 CREB3L2-AS1 CREB3L4 CREBL2 CRKL CROCCP2 CRYBG2 CSAD CSDE1 CSK CSNK1D CSNK1E CSNK2A1 CSRNP3 CSTPP1 CTDNEP1 CTNNB1 CTR9 CUEDC2 CUL3 CUL4A CWC27 CXCL2 CXCR4 CYB5R4 CYP2E1 CYP2S1 CYP3A5 CYREN DAAM2 DAGLB DAND5 DAP-DT DBNL DCAF8 DCAF8-DT DCDC2B DCLK1 DCLRE1B DCP1A DCP1B DDX18 DDX19A DDX19A-DT DDX39B DDX39B-AS1 DDX55 DDX56 DENND2B DENND2C DENND4A DEPP1 DESI2 DFFA DHPS DHRS13 DHRS4-AS1 DHX16 DHX37 DHX8 DISC1 DISP1 DLEU1 DLL3 DM1-AS DMAP1 DMGDH DMKN DNAH2 DNAJA3 DNAJB12 DNAJC11 DNAJC25 DNAJC25-GNG10 DNAJC6 DNAJC9-AS1 DNLZ DNM1L DNMT1 DOC2A DOHH DONSON DPAGT1 DPH1 DPP9 DR1 DRAIC DRC3 DSP DSP-AS1 DSTYK DTWD1 DUS1L DUSP14 DUSP6 DYM DYNLT4 DZIP1L E2F6 ECH1 ECI1 EFCAB2 EFCAB7 EFL1P1 EGLN2 EIF1AD EIF2AK3 EIF2AK3-DT EIF2B3 EIF2D EIF3A EIF3F EIF3G EIF3K EIF4E2 ELAPOR1 ELF1 ELF2 ELK4 ELMO1 ELP2 ELP5 EME2 EMG1 EML2 EMX2 EMX2OS ENC1 ENPP3 ENSG00000187185 ENSG00000230021 ENSG00000232995 ENSG00000258471 ENSG00000260288 ENSG00000261335 ENSG00000263063 ENSG00000267058 ENSG00000267260 ENTPD1-AS1 ENTPD6 EPB41L4A-AS1 EPHA2 EPRS1 EPS8 ERCC4 ERLIN1 ETFBKMT ETNK1 ETNK1-DT EWSR1 EXD3 EXO1 EXOC2 EXOC3L1 EXOC8 EXOSC3 EZH1 FAAP100 FAAP20 FAAP24 FAM117A FAM117B FAM133B FAM174B FAM227B FAM228B FAM229B FAM230G FAM53C FAM98B FAN1 FANCD2 FANCI FANCL FASTKD5 FAXDC2 FBF1 FBRSL1 FBXO17 FBXO27 FEM1A FEM1C FGF9 FHL1 FIGNL2-DT FIS1 FLOT1 FMC1 FMC1-LUC7L2 FN3KRP FNDC11 FNDC3B FOSL2 FOXA1 FOXD3-AS1 FOXJ3 FOXP2 FRA10AC1 FRAS1 FRG1HP FTCD FUT10 FZD1 G6PC3 GABPB2 GADD45A GAP43 GAPDHP14 GAPDHP22 GARRE1 GBA1 GBAP1 GDF15 GDF5 GEMIN7 GET1 GFER GFM1 GFM2 GIHCG GIN1 GINS1 GINS3 GINS4 GJC1 GLI1 GLUD1P3 GNAL GNB2 GNG4 GNLY GNPAT GOLGA3 GORASP2 GPATCH3 GPATCH4 GPBP1L1 GPI GPR158 GPX1 GRB2 GRPEL2 GSPT1 GSTCD GTF2H4 GTF2IP20 GTF3C3 GTF3C5 GTPBP2 GTPBP3 GUCD1 GYS1 H1-0 H2AC12 H3-3B H3C9P H3P41 H4C2 H4C8 HAUS5 HAUS5-DT HBS1L HCG14 HCG15 HCG20 HDAC2-AS2 HDAC5 HELZ HEXA HEXA-AS1 HEXIM2 HEXIM2-AS1 HIF1AN HINT3 HIRA HIVEP1 HJV HLA-DMA HLA-DPB1 HMGB1 HMGB3P22 HMGN4 HMGXB3 HNRNPA1 HNRNPD HNRNPD-DT HNRNPU HP1BP3 HPGD HRCT1 HSD17B1-AS1 HSD17B6 HSF2BP HSPA4 HSPB6 HSPD1 HSPE1 HSPE1-MOB4 HTR5A HTT-AS HYCC2 ICA1 ICE1 IDI1 IER3-AS1 IER5L-AS1 IFI6 IFNAR1 IFT46 IFT80 IFTAP IGDCC4 IGF1R IGFLR1 IL17RC IL2RB IL5 ILF2 INKA2 INO80 INO80B INO80B-WBP1 INO80C INTS12 INTS14 INTS2 INTS5 INTS8 IPO4 IPP IQGAP2 IRGQ ISCA1 ISG20 ISL2 ISLR2 ISOC1 ISYNA1 ITGA7 ITGA9 ITGB3BP ITPRIP JADE2 JAKMIP2 JMJD1C JMJD4 JMY JPX JRK JTB JTB-DT KANSL1 KANSL3 KANTR KAT6A KAT7 KAZN KBTBD4 KBTBD7 KCNJ4 KCNJ5-AS1 KCTD10 KCTD5 KDELR1 KDM1A KDM3B KDM5A KDM5C KDSR KHDC1 KIAA1671 KIAA2013 KICS2 KIF6 KLHL12 KLKP1 KLRK1 KMT2B KNTC1 KPTN KRBA1 KRBA2 KRR1 KRT75 KRT89P KRTAP10-8 KRTAP5-5 KRTAP9-12P KSR2 LAMP1 LAMTOR2 LARS1 LASP1 LBHD1 LDLR LEMD2 LEO1 LGALS3BP LGALS8 LGALS8-AS1 LHFPL5 LIMD1 LIN37 LIN54 LINC00111 LINC00265 LINC00339 LINC00431 LINC00649 LINC00663 LINC00665 LINC00888 LINC00910 LINC00938 LINC01010 LINC01033 LINC01132 LINC01182 LINC01275 LINC01409 LINC01411 LINC01426 LINC01431 LINC01547 LINC01556 LINC01559 LINC01596 LINC01623 LINC01719 LINC01775 LINC01970 LINC02186 LINC02366 LINC02453 LINC02454 LINC02593 LINC02831 LINC02846 LINC02980 LINC03067 LIPH LMAN2 LMNA LNCTSI LNPEP LOC101928924 LOC101929566 LONP1 LONP2 LPAR1 LRP1B LRP3 LRP4-AS1 LRRC37A3 LRRC37A5P LRRC49 LRRTM3 LSG1 LUC7L LUC7L2 LUZP1 LY6K LYN LYPD5 LYPLA2 LZIC LZTS2 MAD2L1 MAF1 MAN1C1 MAN2C1 MAP2K5 MAP3K21 MAP3K9 MAP3K9-DT MAP4K1 MAPK1IP1L MAPK3 MAPK4 MARCHF8 MARK4 MARS1 MAST2 MATR3 MAZ MBD6 MBLAC2 MBTPS2 MC1R MCAT MCFD2 MCM3 MCM3AP MDC1 MDM2 MDP1 MED12L MED18 MED23 MEF2C-AS2 MEGF8 MEPCE METTL15 METTL17 METTL25 METTL9 MFSD5 MIA MIA-RAB4B MICALL1 MIGA1 MIR1273C MIR1302-3 MIR34AHG MIR3928 MIR4512 MIR4515 MIR4519 MIR4726 MIR5087 MIR5188 MIR615 MIR646HG MIR7-3 MIR7-3HG MIR762HG MIR877 MIRLET7IHG MITD1 MLEC MLLT6 MNAT1 MNS1 MPG MPLKIP MROH2A MROH8 MRPL1 MRPL16 MRPL24 MRPL30 MRPL39 MRPL40 MRPL42 MRPL44 MRPS15 MRPS16 MRPS2 MRPS31 MRPS31P4 MRPS31P5 MRPS33 MRPS34 MST1P2 MSTO2P MT-CO1 MT-ND4 MT-ND4L MT-TQ MT-TR MT-TW MT1X MTCO3P12 MTCYBP18 MTERF4 MTF2 MTFR2 MTIF2 MTMR12 MTND5P11 MTND6P4 MTOR MTR MTUS1 MUC1 MYCBP2 MYH9 MYO19 MYOF MYPN N6AMT1 NAB2 NABP2 NADK2 NAPA-AS1 NAT1 NBDY NBPF1 NCBP3 NCEH1 NCOA7 NCSTN NDC1 NDUFA13 NDUFAB1 NDUFAF1 NDUFB3 NDUFB7 NDUFC2 NDUFC2-KCTD14 NDUFS3 NDUFS7 NDUFV3 NEK2 NEK7 NEK8 NEMP1 NES NEU1 NFE2L2 NFIA-AS1 NFKB2 NFX1 NFYC NHSL1 NIF3L1 NKAP NKAPP1 NLRX1 NME1 NME1-NME2 NMNAT1 NOL12 NOL7 NOL9 NOLC1 NOP16 NOP58 NOXA1 NOXO1 NPHS1 NPLOC4 NRM NSA2 NSFL1C NSG2 NSL1 NSRP1 NUDT13 NUDT15 NUDT18 NUDT5 NUF2 NUP107 NUP107-DT NUP133 NUP133-DT NUP54 OBSCN-AS1 ODAD4 OGFOD2 OGT ORC3 OSBPL7 OSGEPL1 OSGEPL1-AS1 OXLD1 PABPC1 PAFAH2 PAM16 PAXBP1 PBK PCBD2 PCBP2 PCBP3 PCCA PCCA-DT PCID2 PCLAF PCM1 PCOLCE2 PDCD6IP PDCD6P1 PDCD7 PDE6D PDXDC1 PDXK PDZD7 PEMT PEX13 PFKL PHB1 PHB2 PHF12 PHGDH PHLDA3 PHRF1 PHYH PIERCE1 PIGL PIGW PIK3IP1 PIK3IP1-DT PIM1 PIN4 PKMYT1 PKNOX1 PLAU PLAUR PLEKHG2 PLEKHG5 PLEKHM3 PLPP6 PLXDC2 POLA1 POLE POLI POLR1H POLR1HASP POLR2I POLR3B POLR3C POLR3G POLR3K PPCDC PPIL3 PPIP5K2 PPM1D PPP1R37 PPP1R8 PPP2CB PPP5D1P PPP6R1 PRDX3 PRECSIT PRIM1 PRKAB2 PRKACA PRKCE PRKCH PROSER3 PRPF39 PRPF39-DT PRR16 PRRT3-AS1 PSCA PSMB3 PSMC1 PSMC2 PSMC4 PSMD3 PSMD8 PSMF1 PTCD1 PTGES3 PTPA PTPRF PUS10 PXMP2 PYCR2 QRICH1 R3HCC1 RAB11A RAB2B RAB37 RABEP2 RABGAP1 RABGAP1L RAD50 RAD9B RAF1 RAI14 RANBP2 RARS1 RARS2 RBBP5 RBL1 RBM28 RBM39 RBM4B RBPJ RBSN RCAN1 RCOR3 RERE RESF1 REXO4 RFC1 RFFL RGL2 RGS5 RHBDD3 RHBDF1 RHOJ RHOQ RHOT2 RINT1 RMDN1 RMND1 RN7SKP114 RN7SL346P RN7SL446P RN7SL521P RNA5SP21 RNASE4 RNASEL RNF115 RNF185 RNF207 RNF43 RNU5A-1 RNU5B-1 RNU5D-1 RNU6-841P RNU6-843P RNU7-27P RNVU1-14 RNVU1-15 RNVU1-21 RNVU1-27 RNVU1-31 RNVU1-34 RNVU1-6 RO60 RPA2 RPL11 RPL18P10 RPL23 RPL27 RPL36AP13 RPL36P5 RPL37 RPL38 RPL39P40 RPL6 RPL7L1 RPN2 RPS13 RPS15 RPS15AP1 RPS17 RPS19 RPS29P16 RPS4X RPS6 RPS6KA1 RPS7 RPTOR RRAS RRM1 RRP1 RRP12 RRP15 RRP1B RSRC1 RSRC2 RTL8B RUFY1 RUVBL1 RWDD1 S100A2 S1PR2 SAC3D1 SAMD4B SASS6 SBK1 SBNO1 SCAF11 SCAMP2 SCAMP3 SCARNA2 SCG3 SCGN SCP2 SDHAF1 SDHAF3 SDHAP3 SEC13 SEC16B SEC22B SELENOH SEM1 SENP2 SENP5 SEPTIN7P1 SEPTIN7P13 SERP1 SERTAD3 SERTAD3-AS1 SETD5 SETDB2 SF3A3 SF3B6 SFSWAP SFT2D1 SH2B1 SH3BP1 SH3BP2 SH3PXD2B SH3YL1 SHARPIN SHB SIL1 SIRT2 SLC12A5 SLC12A9 SLC19A2 SLC1A3 SLC22A4 SLC24A1 SLC25A16 SLC25A21 SLC25A23 SLC29A2 SLC2A4 SLC33A1 SLC35B4 SLC39A2 SLC39A3 SLC39A6 SLC41A2 SLC44A1 SLC6A12 SLC6A6 SLC7A11 SLX9 SMAD6 SMAD7 SMAD9 SMARCD2 SMC4 SMC5 SMC5-DT SMG5 SMG7 SMG7-AS1 SMG8 SMIM10L1 SMIM12 SMIM8 SMUG1 SNAP47 SNAPC5 SNF8 SNHG11 SNHG12 SNHG17 SNHG25 SNHG29 SNHG4 SNHG7 SNORA13 SNORA16A SNORA21 SNORA50C SNORD104 SNORD118 SNORD12C SNORD3A SNORD49B SNORD70B SNORD84 SNRNP25 SNRNP35 SNRPB SNRPD3 SNRPE SNUPN SNW1 SNX1 SNX3 SPAG7 SPAG9 SPEF1 SPEF2 SPINK9 SPRED1 SPRED2 SPRTN SPRY1 SPRYD4 SPRYD7 SPTBN4 SRA1 SREBF1 SREK1IP1 SRMS SRP68 SRRM3 SRRM5 SRRT SRSF10 SRSF4 SRSF5 SSBP1 SSBP2 SSTR5 SSTR5-AS1 ST13 ST3GAL5 ST3GAL5-AS1 ST6GALNAC2 ST6GALNAC6 ST7 STAT1 STAT2 STAT3 STAT6 STING1 STK38L STK40 STMP1 STUM STX16 STX16-NPEPL1 STX18 STX18-AS1 SUGCT SUGT1 SUGT1-DT SULT2B1 SUPT5H SURF6 SVIL SVOP SYAP1 SYBU SYCP2L SYNE2 SYT14 SYT8 TACO1 TAF6 TAOK1 TARS2 TAS1R1 TATDN2 TATDN3 TAX1BP1-AS1 TBC1D13 TBC1D19 TBCB TBCD TBX18 TBX6 TCF12 TCF3 TCHP TDRD7 TEFM TEX38 TFEB TGFBI THADA THAP1 THAP10 THOC1 THOC1-DT THOC5 THRAP3 THRB-AS1 TIAL1 TIGD1 TIGD6 TIMM29 TIMM44 TIMM50 TIPRL TK1 TLCD1 TLCD3B TLCD4 TLE6 TLK2 TLL2 TLX1 TLX1NB TM2D1 TM9SF4 TMBIM6 TMCC2 TMCO1 TMCO1-AS1 TMED2 TMEM101 TMEM134 TMEM167B TMEM202-AS1 TMEM222 TMEM242 TMEM242-DT TMEM248 TMEM259 TMEM267 TMEM41A TMEM69 TMEM79 TMPO TNFSF9 TNK2-AS1 TNPO2 TNPO3 TOB2 TOLLIP TOLLIP-DT TOM1L2 TOMM20 TOMM22 TOMM22-DT TOP3B TOR1AIP1 TOX2 TOX4 TP53 TPBGL TPI1P2 TPST1 TRAF4 TRAJ31 TRAJ7 TRAK1 TRAPPC8 TRAPPC9 TRAV5 TRD-AS1 TRDMT1 TRIB1 TRIM29 TRIM41 TRIM52 TRIM52-AS1 TRIP4 TRMT13 TRMU TRUB1 TRUB2 TSC22D4 TSEN15 TSFM TSPAN12 TSPEAR-AS1 TSSK6 TTC23L TTC23L-AS1 TTC26 TTC33 TTC4 TTC7A TUBE1 TUBGCP6 TUT1 TVP23B TWF1P1 TXNDC15 TXNRD1 UBA2 UBAP2 UBASH3B UBB UBC UBE2I UBE2T UBE2Z UBE3B UBE3D UBOX5 UBP1 UBQLN4 UBTF UCHL5 UGGT1 UIMC1 UNC5B UQCC3 UQCC6 USP30 USP40 USP53 USP54 USPL1 UTP14A UTP3 VARS2 VDAC2 VIRMA VIRMA-DT VPS13B VPS13B-DT VPS25 VPS29 VPS36 VPS39 VPS39-DT VPS51 VPS72 VTA1 VTRNA1-1 VWA7 WARS1 WDR11 WDR11-DT WDR24 WDR25 WDR26 WDR36 WDR37 WDR4 WDR62 WDR70 WEE2-AS1 WNT3 WNT9B WRAP53 WSCD1 WTAP XIST XPNPEP3 YBEY YIPF2 YJU2 YKT6 YTHDF2 ZBTB18 ZBTB40 ZBTB41 ZC3H7B ZC3HC1 ZCCHC4 ZCWPW1 ZDHHC8 ZFAND6 ZFAS1 ZFP14 ZFP30 ZFP37 ZFP41 ZFYVE9 ZMIZ1 ZMYM4 ZNF10 ZNF131 ZNF133 ZNF155 ZNF165 ZNF181 ZNF205 ZNF212 ZNF213-AS1 ZNF221 ZNF224 ZNF230-DT ZNF233 ZNF26 ZNF260 ZNF268 ZNF280B ZNF280D ZNF282 ZNF284 ZNF286A ZNF286A-TBC1D26 ZNF30 ZNF30-AS1 ZNF335 ZNF35 ZNF350 ZNF354A ZNF382 ZNF391 ZNF398 ZNF404 ZNF408 ZNF410 ZNF420 ZNF425 ZNF45 ZNF45-AS1 ZNF461 ZNF490 ZNF540 ZNF546 ZNF557 ZNF566 ZNF566-AS1 ZNF568 ZNF569 ZNF56P ZNF570 ZNF573 ZNF576 ZNF609 ZNF641 ZNF674 ZNF674-AS1 ZNF689 ZNF74 ZNF740 ZNF790-AS1 ZNF791 ZNF793 ZNF793-AS1 ZNF808 ZNF829 ZNF850 ZNF862 ZNFX1 ZNHIT3 ZSCAN12 ZSCAN16-AS1 ZSCAN23 ZSCAN25 ZSCAN26 ZSCAN9 ZZZ3 ZNF318_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF318_TARGET_GENES ABCA15P ABCB9 ABCC3 ABCE1 ABCG1 ABHD12 ABHD2 ABT1 ACBD5 ACIN1 ACOX2 ACP5 ACSM3 ADAMTS6 ADAR ADARB1 ADGRE5 ADGRG3 ADGRL1 ADO ADSS1 AHI1 AIG1 AKNAD1 AKR1A1 ALAS1 ALDH1A2 ALDH5A1 ALG1L13P ALKBH3-AS1 ALKBH7 AMMECR1L AMOTL1 AMPD2 ANAPC10 ANAPC16 ANAPC5 ANKRD1 ANKRD11 ANKRD24 ANKRD53 ANKUB1 ANP32E ANXA11 ANXA2 AP1G1 AP2B1 APOBEC3C APOBEC3D APOL1 APOL2 APOL3 APOLD1 APOOL AQP10 ARAP3 ARG2 ARHGAP1 ARHGEF2 ARHGEF2-AS1 ARID5A ARL4A ARL5B ARPC5L ASIC4 ATAD2 ATF1 ATF3 ATF4 ATF6 ATF6-DT ATF7IP ATG3 ATP1B3 ATP2C1 ATP6V1G2 ATP6V1G2-DDX39B ATP8A1 ATP8A1-DT ATP8A2 AVL9 AXL B2M B3GAT3 B3GNT8 BACH1 BAGE2 BAIAP2 BATF2 BCAN-AS2 BCAT1 BCKDK BCL2 BCL3 BCL6 BCRP6 BHLHE40 BHLHE40-AS1 BIN1 BOLA2P1 BPHL BRCA2 BRD2 BRD4 BRD7 BRWD1 BRWD1-AS2 BSG BSG-AS1 BTBD19 BTN2A2 BTN3A3 BZW2 C12orf57 C21orf62-AS1 C2orf68 C4orf47 C6orf52 C7orf50 C9orf43 C9orf72 CA5AP1 CALB1 CALCOCO2 CALM2 CAMK2D CAND1 CARD10 CASC3 CASK CASP8 CASS4 CCDC150 CCDC42 CCDC47 CCDC8 CCN1 CCNG1 CCNG2 CCNI CCSER2 CCT7 CD163L1 CD164 CD27-AS1 CD59 CD63 CD70 CDA CDC42SE1 CDCA7 CDK11B CDK12 CDK16 CDK5 CDYL CEBPB-AS1 CELA2A CENPP CENPT CENPW CEP44 CEP85 CFAP20 CFL1 CFLAR-AS1 CHCHD2P1 CHD2 CHMP3 CHPT1 CHTOP CLASP1 CLASP2 CLCN3 CLCN6 CLDN7 CLEC2B CLIC2 CLIC4 CLIP1 CLK1 CLN8 CLPTM1 CMSS1 CMTM3 CNOT6 COG4 COPA COPZ1 COTL1 CP CREB3L1 CREB5 CREM CRPPA-AS1 CRTAP CSF2RA CSF3R CSNK1D CSRNP1 CTCFL CTH CTNNA2 CTNND1 CTSB CTTN CTTNBP2 CUX1 CYP1B1-AS1 CYREN CYTH1 CYTH4 CYTOR DAPP1 DAXX DCLRE1A DCTN6 DDIT4 DDX18 DDX39A DDX39B DDX39B-AS1 DDX3X DDX42 DEDD DEDD2 DENND4A DHRS3 DHRSX DIPK1A DLX4 DM1-AS DMAC2L DMWD DMXL2 DNAJB2 DNAJC7 DNASE1L3 DNHD1 DNPEP DNPEP-AS1 DPH5-DT DPY19L3 DPY19L3-DT DSCR4 DSCR8 DTX3 DUSP10 DUSP13 DUSP16 DUTP1 DYNLL2 DYNLL2-DT DYNLT4 DZIP1L E2F3 EEF1A1 EEF1G EEIG2 EFHB EHBP1 EHD1 EI24 EIF2AK3 EIF2AK3-DT EIF2S3 EIF4E EIF4ENIF1 EIF4G2 EIF4G3 EIF6 ELOVL6 ELSPBP1 EMP3 ENAH ENO3 ENSG00000187185 ENSG00000187951 ENSG00000230615 ENSG00000233223 ENSG00000235480 ENSG00000246308 ENSG00000249713 ENSG00000255491 ENSG00000266401 ENSG00000266976 ENSG00000268460 ENSG00000272008 ENTPD6 EP400P1 EPM2AIP1 EPOR EPS15L1 ERAP1 ERC1 ERMARD ERO1A ERP29 ESAM EVL FABP5P5 FAH FAM111A FAM111A-DT FAM118A FAM13A FAM184A FAM186A FAM21EP FAM21FP FAM241B FAM53C FAM83A FAM83G FAXDC2 FBLN2 FBN3 FBXL13 FBXL9P FBXO45 FBXO8 FCHO1 FCHSD2 FCRLB FEM1A FEM1C FHDC1 FLJ42969 FLT3LG FOSB FOSL2 FOXA1 FOXK2 FRAT1 FTL FUT3 FXYD2 G6PC3 GABARAP GABPB2 GADD45B GARNL3 GARRE1 GATAD2A GBA1 GBE1 GCDH GCLM GCSAML GDF11 GDF15 GET3 GFI1B GHRL GLA GNG5 GNGT1 GNL1 GNL3L GNLY GOLGA3 GOLGB1 GP6 GP6-AS1 GPI GREB1 GRK2 GRPEL2-AS1 GTF2A1 GTF2A1-AS1 GTPBP2 GUSB GYPA GYPB GYPE GYS1 H2AC6 H4C2 H4C4 H4C8 H6PD HCG20 HDAC6 HDDC2 HEMK1 HES1 HES4 HID1 HIF1A HIVEP3 HJURP HJV HK1 HLA-DMA HMBS HMG20A HMGB3P32 HNRNPA0 HNRNPH2 HNRNPR HNRNPUL1 HOMER1 HOXB9 HOXC13 HPGDS HPS6 HSP90AB1 HTATSF1P2 ID2 IDS IFI6 IFIT3 IFIT5 IGF1R IGF2BP3 IGFL2-AS1 IKBKG IKZF4 IL15RA IL1R1 ILF3 ILF3-DT ING5 INHA INO80 INO80C IQCG IQGAP2 IRF2 IRF2-DT IRF2BP2 ISG15 ISG20 ISLR2 ISY1 ISY1-RAB43 ITGB5 ITM2C ITPR1 JMJD1C KAT2B KAT6B KAZN KBTBD4 KCNH2 KCNH8 KDM1B KDM3A KDM5C KIAA0319L KIAA0586 KICS2 KIF2A KIF5C KIFC3 KLF6 KLHDC8B KLHDC9 KLK1 KLKP1 KLRK1-AS1 KMT2D KNL1 KNTC1 KRBA1 KRT17 KRT18 KRT8 KRTAP2-4 LAMP1 LAMTOR1 LAPTM4A LAPTM4A-DT LAPTM4B LARP1 LCORL LEMD2 LGALS1 LGI4 LIAS LINC00299 LINC00431 LINC00475 LINC00607 LINC00649 LINC00656 LINC00887 LINC00938 LINC00944 LINC00957 LINC00958 LINC00964 LINC01119 LINC01132 LINC01258 LINC01270 LINC01275 LINC01287 LINC01300 LINC01353 LINC01358 LINC01366 LINC01418 LINC01531 LINC01610 LINC01679 LINC01719 LINC01748 LINC02000 LINC02100 LINC02139 LINC02608 LINC02652 LINC02773 LINC02777 LINC02870 LINC02928 LINC02953 LINC02980 LINC03023 LINGO1 LINS1 LNC-LBCS LNCTSI LOC124904631 LOC124904669 LONRF1 LRBA LRRC41 LSM5 LTBP1 LURAP1L-AS1 LY6K LYN LZTS2 MAF MAFK MAGOHB MAN2A2 MAP3K7 MAPK6 MARCHF6 MAST2 MAT2B MAU2 MBD5 MBD6 MCCC1 MCL1 MCM5 MCPH1-AS1 MDC1 MDGA1 MED15 MED22 MED6 MED8 MEF2C MEIS2 MFAP3L MFAP4 MICALL1 MIDEAS MIDN MIOS-DT MIR194-1 MIR22HG MIR3189 MIR3677HG MIR3681HG MIR4435-1 MIR4734 MIR4757 MIR5087 MIR5188 MIR548AW MIRLET7I MIRLET7IHG MLH1 MLLT10 MOK MORF4L1 MORF4L2 MORF4L2-AS1 MPDU1 MPV17 MRPL1 MRPL48 MRPS18B MSANTD3 MSLNL MSRB1 MTATP6P1 MTATP8P1 MTFR1L MTHFR MTMR4 MUS81 MX1 MYB MYEOV MYH9 MYL4 MYL6B-AS1 MYO18B NADK NAGK NAGLU NAPA NAPEPLD NAT10 NBEAL1 NBN NCDN NCK2 NCSTN NDUFA4L2 NDUFS3 NEAT1 NEB NECAP1 NEDD4L NFE2L2 NFE4 NFIA NFIX NFKB1 NFKBID NFKBIE NFKBIL1 NHLRC2 NIPA2 NKD2 NKIRAS1 NKIRAS2 NMI NNMT NOCT NOL8 NOS3 NPIPB2 NR1D2 NR2F6 NR4A1 NR4A3 NRG4 NRSN2 NRSN2-AS1 NSMAF NSUN4 NSUN6 NUB1 NUCB2 NUP155 NUS1 OAS3 OBSL1 ODC1 ODC1-DT OGDH OGT ORC4 OSBP OSER1 OSER1-DT OSGIN1 OTUD5 PABIR1 PABIR3 PACSIN2 PAK1IP1 PAQR3 PARN PARP10 PARP12 PARP14 PATL1 PATL2 PAXBP1 PC PCAT6 PCBP1-AS1 PCBP2 PCID2 PCK1 PCYOX1L PDE4A PDE4DIPP6 PDE6G PDGFB PDXK PEAK1 PER1 PEX1 PGPEP1 PI16 PICALM PIGM PIP4P1 PKM PLA2G6 PLAAT5 PLAU PLCB1 PLEKHA4 PLIN3 PLK3 PNPLA1 POLB POLDIP3 POLE3 POLR1G POLR2J3 POLR2M POPDC2 PPM1K PPM1K-DT PPP1R10 PPP1R13L PPP1R15A PPP1R9B PPP3CA PPP4R1L PRDM10 PRECSIT PRELID1 PRMT1 PROSER2-AS1 PRR3 PRR7 PRSS16 PSAP PSMB8 PSMB8-AS1 PSMB9 PTBP1 PTCH1 PTPA PUM1 PXN QPCTL RAB30 RAB7A RACK1 RAD52 RALGDS RASA4CP RASGRP3 RBL1 RBM3 RBM48 RCAN1 RCOR1 RELN RENBP RERE RESF1 REXO4 RFC2 RFX2 RFX5 RFX5-AS1 RGS20 RHOBTB3 RHOT1 RIMBP3 RIMOC1 RMC1 RMDN3 RMI2 RN7SKP168 RN7SKP245 RN7SKP91 RN7SL36P RN7SL371P RN7SL473P RNA5S17 RNFT2 RNPS1 RNU1-108P RNU11 RNU12 RNU2-17P RNU2-2P RNU2-63P RNU4-1 RNU4-2 RNU4-38P RNU4ATAC RNU5A-1 RNU5B-1 RNU5D-1 RNU5E-1 RNU5E-4P RNU5E-6P RNU5F-1 RNU6-2 RNU7-1 RNU7-124P RNVU1-14 RNVU1-15 RNVU1-18 RNVU1-19 RNVU1-2 RNVU1-21 RNVU1-22 RNVU1-25 RNVU1-26 RNVU1-27 RNVU1-28 RNVU1-29 RNVU1-2A RNVU1-3 RNVU1-30 RNVU1-31 RNVU1-34 RNVU1-4 RNVU1-6 RNVU1-7 RNY3P11 RPA3 RPAP1 RPL10A RPL11 RPL13 RPL15 RPL17 RPL17-C18orf32 RPL18P10 RPL23 RPL23AP81 RPL26 RPL27 RPL29 RPL29P20 RPL3 RPL31 RPL32 RPL34 RPL34-DT RPL35 RPL35A RPL36 RPL36P10 RPL37 RPL37A RPL37A-DT RPL38 RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL7L1 RPL9 RPS10 RPS10-NUDT3 RPS14 RPS15 RPS15A RPS18 RPS24 RPS26 RPS2P6 RPS3 RPS3A RPS6 RPS7 RPS9 RPSAP28 RRN3P3 RSAD2 RSRC2 RUFY3 RUNX1T1 S100A13 S100A2 S100PBP S100Z SAE1 SAMD4A SARDH SBNO2 SCARB1 SCFD2 SCIN SCUBE1-AS1 SEC13 SEC22B SEC24C SEC31A SEL1L3 SELENOKP2 SEPTIN6 SEPTIN8 SERTAD4 SETD7 SF3B3 SFT2D3 SHISA5 SIAH1 SIRT4 SIX5 SKIDA1 SLC12A8 SLC13A3 SLC1A5 SLC22A18 SLC23A1 SLC25A10 SLC26A8 SLC2A1 SLC35A5 SLC35E2A SLC38A1 SLC39A8 SLC3A2 SLC41A2 SLC45A4 SLC48A1 SLC4A1AP SLC51A SLC6A6 SLC7A11 SLC7A8 SLC9A1 SMAP2 SMARCA2 SMARCE1 SMG1P1 SMG7 SMG7-AS1 SMIM20 SNHG25 SNORA21 SNORA50C SNORA7A SNORD104 SNORD118 SNORD13 SNORD15A SNORD3J SNORD43 SNORD58A SNORD58B SNORD68 SNORD84 SNORD95 SNRPB SNRPE SNX29P2 SNX8 SOCS1 SOCS2 SORBS1 SP110 SP140L SPATA1 SPATA5L1 SPINK4 SPRED2 SPTA1 SQSTM1 SRD5A3-AS1 SREBF1 SREBF2 SRP72 SRRT SRSF3 SRXN1 SSBP2 SSC5D SSR4P1 ST13 ST7 ST7-AS1 ST7-OT4 STAG2 STAG2-AS1 STAT1 STAT2 STAT6 STK40 STON2 STRIP1 STX4 SUCLA2 SUGP2 SUPT7L SYF2 SYNGAP1 SZT2 TACC3 TAGLN2 TAP1 TAPBPL TBC1D13 TBC1D16 TBC1D25 TBC1D4 TBKBP1 TBL1X TCAM1P TCF3 TCP11L2 TDH TENT5B TEPSIN TFAP4 TFE3 TFRC TGIF1 THADA THAP4 THAP8 THAP9 THAP9-AS1 THUMPD3-AS1 TIMM17A TIMM9 TM2D3 TM4SF19 TM4SF19-DYNLT2B TM9SF4 TMBIM1 TMEM116 TMEM132A TMEM140 TMEM144 TMEM18 TMEM18-DT TMEM208 TMEM248 TMEM259 TMEM260 TMEM87B TMSB10 TMSB4X TNFAIP3 TNFAIP8L1 TNFRSF10B TNFRSF19 TNK2-AS1 TNPO2 TNRC6C TNS1 TPM4 TPP1 TRA2B TRAJ7 TRAPPC14 TRAPPC9 TRIB1 TRIB3 TRIM11 TRIM2 TRIM25 TRIM69 TRIP6 TRMT1 TRPV2 TSC1 TSC22D4 TSR2 TTC39A TTI2 TUBB2A TUBGCP3 TVP23B TXN U2SURP UBC UBE2I UBE2O UBE2Q2P13 UBXN6 UFSP2 UNKL USF2 USP36 USP49 USP9X VAMP2 VAT1 VIM VMP1 VPS52 VPS54 VTI1A VWA8 WASHC2A WASHC2C WDR1 WDR36 WDR43 WDR45 WDR53 WDR62 WDR74 WDR76 WRNIP1 WWC2-AS1 XPNPEP3 XPO6 XXYLT1-AS2 YARS1 YBX3 YPEL3 YPEL5 YTHDF2 YWHAE YWHAQ ZAR1L ZBED5 ZBED5-AS1 ZBTB17 ZBTB21 ZBTB38 ZC3H12A ZC3H4 ZC3H7A ZCCHC2 ZCCHC24 ZDHHC17 ZDHHC20-IT1 ZDHHC6 ZEB2 ZEB2-AS1 ZFAND3 ZFAND3-DT ZFPM2-AS1 ZFR ZFR2 ZNF131 ZNF138 ZNF232-AS1 ZNF275 ZNF280B ZNF280C ZNF292 ZNF300 ZNF335 ZNF408 ZNF417 ZNF432 ZNF451 ZNF510 ZNF561 ZNF561-AS1 ZNF574 ZNF616 ZNF669 ZNF841 ZNRF3 ZRANB2 ZRANB2-DT ZSWIM8 ZWILCH ZNF320_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF320_TARGET_GENES AASDHPPT AATBC AATK ABALON ABAT ABCA7 ABCC8 ABCF1 ABHD14A ABHD14A-ACY1 ABHD14B ABHD5 ABI2 ABLIM2 ABR ABT1 ACADL ACD ACER3 ACO1 ACOX2 ACTN2 ACTR3 ADAP2 ADGRA2 ADGRF3 ADGRG3 ADNP2 ADORA1 ADPGK AFMID AGBL4 AGER AGL AGPAT3 AGRN AK1 AK5 AKR7A2 ALDH16A1 ALDH18A1 ALDH1A2 ALDOA ALG10B ALKBH3 ALOX12B ALS2 AMD1 AMDHD1 AMOTL2 ANAPC16 ANAPC5 ANGEL2 ANK1 ANK2 ANKAR ANKRD12 ANKRD13D ANKRD16 ANKRD20A5P ANKRD28 ANKRD40 ANLN ANO8 ANP32A ANXA2 ANXA2R-AS1 ANXA8 AOC1 AP3S1 AP3S2 APBA1 APBB3 APC APC2 APEH APRG1 ARFGAP2 ARFGEF1 ARFGEF1-DT ARFGEF2 ARHGAP1 ARHGAP40 ARHGAP42 ARHGEF10 ARHGEF19 ARHGEF7 ARID2 ARID3A ARID4B ARL14EP ARL4C ARL6IP1 ARMT1 ASCC1 ASGR1 ASXL1 ATF7 ATF7-NPFF ATG10-AS1 ATG12 ATG4D ATG7 ATP10D ATP13A1 ATP13A2 ATP2B1 ATP5PD ATP6V0D1 ATPAF2 AURKAIP1 B4GALT4 BACH2 BAIAP3 BAP1 BARX1 BBS4 BCAR1 BCAS4 BCL2L1 BCO2 BCRP2 BICDL3P BIRC6 BIVM BLOC1S6 BMP7 BMPER BNIP1 BOC BRD3 BRD4 BRD9 BTBD2 BTF3L4 BTN1A1 C12orf76 C14orf28 C16orf87 C19orf12 C19orf47 C1QTNF12 C1orf112 C1orf131 C1orf159 C1orf74 C20orf141 C3orf14 C3orf38 C6orf136 C6orf226 C8orf82 C9orf43 CA5B CAAP1 CACNA1A CACNA1G CADPS CALCB CAMLG CAP1P2 CAPN14 CARNMT1 CASKIN2 CASP7 CASZ1 CATSPERG CBLB CBLN3 CCAR1 CCDC106 CCDC142 CCDC146 CCDC159 CCDC162P CCDC171 CCDC178 CCDC183 CCDC3 CCDC38 CCDC57 CCDC66 CCDC77 CCDC8 CCDC88C CCDC91 CCDC93 CCN3 CCNG1 CCNT1 CCNT2 CD101-AS1 CD177 CD200 CD209 CD37 CD46 CD68 CDC42EP4 CDC42SE1 CDCA4P1 CDH24 CDHR1 CDHR2 CDIP1 CDK5RAP1 CDKL2 CDKN2A CEBPG CECR2 CEMIP CENPJ CENPT CENPU CEP192 CEP192-DT CEP85 CERS2 CES1P1 CETN3 CFAP144 CFAP276 CFAP298 CFAP298-TCP10L CFAP418-AS1 CFAP57 CFL1 CGGBP1 CHAC1 CHAMP1 CHCT1 CHFR CHGB CHMP1B CHMP4B CHRM1 CHUK-DT CISD1 CIT CITED2 CIZ1 CLBA1 CLEC11A CLK2 CLN3 CLN6 CLSTN1 CLUL1 CMC1 CMPK2 CMTR2 CNIH3 CNN3 CNN3-DT CNRIP1 COL4A1 COMMD4 COMMD4P1 COPS3 COPS4 COQ8B CORIN CORO2B COX16 COX7C CPAMD8 CPLANE1 CPLX2 CPNE1 CPNE8 CPSF1 CPXCR1 CRACR2B CRAT CREB3L4 CRHR2 CRKL CROCC CROCC2 CSK CSNK1G1 CSPG4 CTAGE13P CTBP2P7 CTSB CUL1 CUL2 CUTA CUX1 CXXC1 CYCSP20 CYP17A1 CYP24A1 CYP2E1 CYP2F1 CYP2S1 CYREN DAAM2 DAB1 DAD1 DAP3 DAZAP2 DBNL DBP DCAKD DCLK1 DCLRE1B DCLRE1C DCTN2 DDHD2 DDX21 DDX31 DDX41 DDX47 DEAF1 DEGS1 DENND1C DENR DGKA DGKD DIAPH1 DIS3L2 DISC1 DIXDC1 DLAT DLEU1 DLL3 DMAP1 DNAAF5 DNAI1 DNAI4 DNAJC25 DNAJC25-GNG10 DNAJC3 DNAJC3-DT DNAJC6 DNASE1L2 DNM1 DNM1P35 DNM2 DOLPP1 DPCD DPEP1 DPF1 DPM3 DPY19L2P1 DPY19L3 DPY19L3-DT DRG2 DTD1 DTNBP1 DTWD1 DXO DYRK1B E2F3 E2F8 EAF1 EAPP EARS2 EBF2 EBNA1BP2 EBPL ECD ECI1 ECI1-AS1 EEF1A2 EEF1D EFCAB13-DT EFCAB14 EFCAB2 EFCAB7 EFR3B EGLN2 EHD3 EHHADH EHMT1 EIF2D EIF3F EIF4E1B EIF4EBP3 EIF4G3 EIF5 EIF5A ELAPOR1 ELF1 ELFN2 ELL2 ELL3 ELOC ELOVL5 EMC4 EMID1 EML3 EMX1 ENO3 ENPP3 ENSG00000230021 ENSG00000231683 ENSG00000232995 ENSG00000236829 ENSG00000250041 ENSG00000251314 ENSG00000255647 ENSG00000259754 ENSG00000267568 ENSG00000268055 ENSG00000272008 ENSG00000273523 ENSG00000275465 ENSG00000275765 ENTPD2 ENTPD6 EOLA1 EPB41L3 EPHX1 EPS8L2 ERBB2 ERCC6 ERF ERICH6 ERICH6-AS1 ERRFI1 ERVK3-1 ESR2 ESYT1 ETFB ETNK1 ETNK1-DT ETV3 ETV5 EVA1CP3 EVA1CP4 EVA1CP5 EXD3 EXO5 EXO5-DT EXOC3 EXOSC3 F8 FALEC FAM111B FAM117A FAM149B1 FAM169A FAM172A FAM185BP FAM222A FAM227B FAM228B FAM25EP FAM8A6P FAN1 FAR1 FASTKD5 FBXL19 FBXL20 FBXO22 FBXO27 FBXO36 FCHSD2 FCN2 FDFT1 FENDRR FER FGF1 FGF13 FGFR1OP2 FGGY FHAD1 FHOD1 FIBCD1 FICD FKBP1A FKBP9 FNDC3B FNIP1 FOXD3 FOXD3-AS1 FOXF1 FOXG1 FOXG1-AS1 FOXJ3 FOXL1 FRA10AC1 FRAS1 FRMPD4 FUNDC2 FUT10 FUT4 FYCO1 G3BP1 GABBR1 GABPB1 GABPB1-AS1 GABPB2 GALK1 GALNT1 GALNT2 GARRE1 GAS7 GAS8 GATAD1 GBA1 GCC2 GCLC GDNF GEMIN5 GEMIN8 GFI1B GFPT2 GGPS1 GGT6 GHITM GID4 GIN1 GIPC1 GLMN GLT1D1 GMEB2 GMPPA GNAL GNAS GNAS-AS1 GNG4 GOLGA7 GOLM2P1 GOLPH3 GOLPH3-DT GOPC GP6 GPBP1L1 GPC6 GPM6B GPR146 GPR161 GPRIN3 GPS2 GREM1 GRM8 GSDMB GSK3B-DT GSR GTDC1 GTF2I GTF3C3 GTPBP3 GUCA2A GULP1 H3P10 HACD3 HAUS3 HAUS7 HDAC1 HDAC7 HDGF HECTD2 HERC4 HGSNAT HIF3A HINT1 HK2 HK2-DT HLA-C HLA-DQB1 HM13 HMGB1 HMGCLL1 HMGN3-AS1 HMGN4 HNRNPL HNRNPM HNRNPR HOOK1 HOOK3 HOXB-AS3 HOXB3 HPS4 HRK HS3ST3A1 HS3ST3B1 HSP90B1 HSPB1 HTR1B ICA1 ICA1-AS1 ICA1L IDH1 IDH2 IFI6 IFT20 IGDCC4 IGFLR1 IL15RA IL27RA IL32 IL5RA IL6R IL9R ILVBL IMPA1 ING2 ING3 INHBE INO80C INO80D INPP4A INTS11 INTS13 INTS14 INTU IPO5 IPO8 IPP IQGAP2 IQSEC2 IRAK1BP1 ISL2 ISLR2 ISY1 ISY1-RAB43 ISYNA1 ITGAE ITGB3BP JPH4 JPX KALRN KANSL1 KANSL1-AS1 KARS1P1 KAT6B KBTBD3 KCNA1 KCNAB1 KCND3-AS1 KCNK1 KCTD13 KCTD13-DT KCTD15 KCTD2 KDM5A KDM6B KHNYN KIAA0232 KIAA0930 KIF21B KIF9 KLF13 KLF4 KPNB1 KRR1 KRT32 KRT86 KRTAP5-5 KRTDAP KXD1-AS1 KY KYAT1 L3MBTL1 L3MBTL3 LAMA4 LAMB1 LAMP1 LAMTOR5 LAMTOR5-AS1 LARP4 LARP7 LAT LCDR LCOR LGALS3 LGI1 LGMN LGR6 LIG4 LILRB4 LIM2 LINC00114 LINC00173 LINC00311 LINC00598 LINC00652 LINC00662 LINC00663 LINC00665 LINC00847 LINC00945 LINC01087 LINC01166 LINC01168 LINC01273 LINC01278 LINC01353 LINC01359 LINC01475 LINC01485 LINC01515 LINC01535 LINC01547 LINC01549 LINC01596 LINC01719 LINC01818 LINC01836 LINC01877 LINC01937 LINC01968 LINC01972 LINC02259 LINC02332 LINC02361 LINC02412 LINC02447 LINC02598 LINC02739 LINC02773 LINC02987 LINC02997 LINC03019 LINC03047 LITAF LIX1L LMNB1 LMNB1-DT LOC100506281 LPCAT3 LPP LRIG2 LRP3 LRRC20 LRRC32 LRRC34 LRRC37A17P LRRC37A5P LRRC49 LRRC8A LRRC8E LRRFIP1 LRRFIP1P1 LSP1 LTBP4 LYPD5 LYPLA1 LZTS2 MACROH2A2 MAD1L1 MADCAM1 MAFK MAGIX MAGOH2P MAN1C1 MAN2C1 MANEAL MAP3K10 MAP3K11 MAP3K12 MAP3K14 MAP3K14-AS1 MAP3K21 MAP3K7CL MAP3K9 MAP3K9-DT MAPK1IP1L MARCHF2 MARCHF6 MAX MCCC1 MCCC2 MCM3AP MDM2 MDM4 MED23 MED26 MEF2C MEF2C-AS2 MEIS1-AS2 METTL21A METTL4 METTL7B METTL9 MEX3C MFAP4 MGAT4A MGAT4B MGLL MGRN1 MHENCR MIA2 MIA2-AS1 MICAL1 MICD MIDN MIEF2 MIR1193 MIR1301 MIR1302-3 MIR130AHG MIR200CHG MIR301B MIR3121 MIR3186 MIR3677HG MIR4270 MIR4634 MIR4794 MIR5588 MIR638 MIR663AHG MIR6826 MIR7-3 MIR7-3HG MIR9-1HG MIS18BP1 MISP3 MKLN1 MKNK2 MLF2 MLXIPL MMP13 MMP14 MMP25 MORC2 MORC3 MPC1 MPI MPO MPP7-DT MPPED2 MROH5 MRPL28 MRPL41 MRPL44 MRPL50 MRPL55 MRPS12 MRPS17 MRPS2 MRPS21 MRPS31 MRPS31P4 MRPS31P5 MSL2 MSMP MSRA MSRA-DT MSX1 MT-ND4 MT-ND4L MT-ND5 MT-RNR1 MT-TF MT-TH MT-TL2 MT-TS2 MTA1 MTCL1 MTCO3P12 MTERF4 MTF2 MTG1 MTHFD1 MTHFR MTIF3 MTMR9 MTND5P11 MTR MTRR MUS81 MYBBP1A MYCBP2 MYLK NAA15 NAA30 NADK NADK2 NAE1 NALT1 NARF NARF-AS2 NAV1 NCBP2 NCBP2AS2 NCKAP1L NCOA2 NDC80 NDRG2 NDUFA13 NDUFAB1 NDUFAF1 NDUFC1 NEDD1 NEIL1 NEK5 NEMP1 NEO1 NEU1 NFATC4 NFIA NFYC NIM1K NIPSNAP2 NKAP NKPD1 NMNAT3 NOL4 NOL9 NOTCH1 NOTCH3 NPHP4 NPLOC4 NPM1P37 NPM3 NR1I3 NR2E3 NR2F1 NT5C2 NUDT14 NUDT15 NUDT3 NUF2 NUP62 NUTF2 ODAD3 ODF3L1 ODF4 OGG1 OMA1 OSBP2 OSBPL11 OSM OTUD5 PA2G4 PACRG PACRGL PACS1 PAFAH2 PAM16 PAOX PARD6A PARP16 PARP2 PBX1-AS1 PCBP4 PCGF5 PCK1 PCK2 PCLAF PCYT1A PCYT2 PDCD6P1 PDCL3 PDE11A PDE9A PDGFA PDK2 PDLIM7 PDPR PDXDC1 PDXK PEAR1 PECR PEPD PEX11G PEX5 PFAS PFN1 PGAP6 PGGT1B PGM2 PHAF1 PHF21A PHF3 PHLDA1-AS1 PHOSPHO1 PIAS4 PICART1 PICSAR PIERCE1 PIEZO1 PIF1 PIGK PIGN PIH1D1 PIK3CA PIKFYVE PINK1 PIP4K2A PIP5KL1 PITHD1 PIWIL4 PKD2L1 PKIG PKMYT1 PKMYT1AR PLAAT3 PLAUR PLCD1 PLCG2 PLCL2 PLD3 PLD4 PLEKHG5 PLEKHH2 PLEKHM1 PLK1 PLK2 PLK5 PLPP2 PLPP7 PMEPA1 PML PMM2 PNMT PNPLA7 POGLUT3 POLDIP3 POLE2 POLE3 POLE4 POLL POLN POLR3A POLR3B POMP POP4 PPIH PPIP5K2 PPM1F PPM1J PPM1J-DT PPP1R18 PPP1R21 PPP1R21-DT PPP2R2A PPP2R3B PPP4C PPP6R1 PRAME PRB2 PRCC PRELID3BP3 PRKAG2 PRKAR1A PRKCSH PRKN PRMT1 PRND PRPSAP2 PRR14 PSMB4 PSMC3IP PSMD3 PSMD6 PSMD8 PSME3 PSPN PTCH2 PTPN11 PTPN13 PTPRG-AS1 PTPRK PURPL PWWP3A PXDN PYCR2 PYM1 RAB11A RAB34 RAB4B RAD23B RAD51D RAD52 RAI1 RAI14 RASA1 RAVER2 RBBP5 RBM12 RBM19 RBM42 RBM48 RBM6 RC3H1 RC3H1-DT RCAN1 RCHY1 RCOR3 RDM1 RELCH RELT REPS1 REST REV1 REXO4 RFTN1 RGMB RGMB-AS1 RGS5 RHBDL1 RHOC RILPL1 RILPL2 RIPK3 RIPOR1 RLF RMND1 RN7SL45P RN7SL552P RN7SL685P RNA5S17 RND3 RNF10 RNF126 RNF145 RNF170 RNF186-AS1 RNF215 RNF217 RNF32 RNF40 RNPEP RNU1-11P RNU1-149P RNU1-6P RNU12 RNU2-32P RNU2-37P RNU6-234P RNU6-307P RNU6-362P RNU6-738P RNU6-759P RNU6ATAC34P RNVU1-29 RNVU1-31 RNVU1-34 RNVU1-7 ROBO1 RPA1 RPGRIP1 RPH3AL RPL12P37 RPL27 RPL27A RPL36P15 RPL37 RPL38 RPL4 RPL6 RPL7AP12 RPL7P3 RPLP0P6 RPN1 RPPH1 RPRD1B RPS19 RPS27 RPS27L RPS27P14 RPS6KA4 RPS7 RRAGAP1-AS1 RSAD2 RUNX1 RUSC1 RUVBL1 RWDD2A RXFP4 SAGE1 SAMD11 SAMD12-AS1 SAMD4B SAP30L SAR1B SARS2 SCAND3 SCGB2B2 SCN8A SCO1 SCRN3 SDC1 SDCBP SDCBP2 SDHAF4 SEC14L1 SEC14L2 SEC1P SEC22B SELENOH SELENOI SEMA3A SEMA4B SEMA6A SENP6 SEPTIN5 SERF2 SERPINA6 SERPINB1 SF3B6 SFTA1P SFTPA2 SFXN1 SH2D5 SH2D6 SH3D21 SH3GL1 SHB SIAH1 SKIC8 SLAIN2 SLC11A2 SLC12A7 SLC22A16 SLC22A17 SLC22A23 SLC24A1 SLC25A15P2 SLC25A30 SLC35A3 SLC35A4 SLC35E1P1 SLC35E4 SLC39A3 SLC41A3 SLC43A2 SLC44A1 SLC4A1AP SLC5A8 SLC66A1 SLC66A3 SLC7A6 SLC9A5 SLC9A7 SLK SLX9 SMAD4 SMARCD2 SMG1P2 SMG5 SMIM6 SMYD4 SNCAIP SNRPB SNRPCP3 SNX11 SNX13 SNX31 SOAT1 SORL1-AS1 SOX13 SOX3 SP1 SP140 SPACA5 SPACA6 SPANXB1 SPATA33 SPEF2 SPESP1 SPOCD1 SPOCK2 SPPL2B SPTAN1 SPTBN4 SPTLC1P1 SQSTM1 SRCAP SREK1 SRP14 SRP14-DT SRP54 SRP54-AS1 SRPRB SRRM2 SRRT SRSF9 SSC5D ST14 ST6GALNAC6 STARD3NL STARD5 STAT3 STAT4 STK10 STK11IP STK19 STK24 STOX2 STRN3 STUM STX1B STXBP2 SUB1 SUCLG2P2 SUGT1P1 SUGT1P4 SUGT1P4-STRA6LP SUGT1P4-STRA6LP-CCDC180 SULT1A2 SULT2B1 SUPT16H SUPT7L SV2B SYNGAP1 SYNGR2 TAC1 TACO1 TAF13 TAF15 TAF1A TAFA2 TAGLN2 TAL1 TALDO1 TAOK2 TARS2 TAS1R1 TASOR2 TBC1D19 TBC1D26 TBC1D9B TBCA TBCD TBP TBPL1 TBX2-AS1 TCEA3 TCEANC TCF3 TCF7 TDG TEFM TENT5C TEX22 TEX46 TFAP2A-AS1 TFEB TFRC TGFA TGFBR3 TGS1 THAP10 THAP6 THAP8 THRA TIAM1-AS1 TIE1 TIGD6 TIGIT TIMM50 TIPIN TK1 TLCD5 TLE7 TLNRD1 TM9SF5P TMA16 TMBIM4 TMC3-AS1 TMC4 TMEM127 TMEM169 TMEM184C TMEM184C-DT TMEM186 TMEM225B TMEM242 TMEM242-DT TMEM275 TMEM40 TMEM41B TMEM43 TMEM59L TMEM68 TMEM69 TMEM70 TMEM79 TMTC2 TNFAIP1 TNIK TNKS TNNI1 TNPO1 TNPO1-DT TNPO2 TOB1 TOB1-AS1 TOB2 TOMM40 TOP3B TOR1AIP1 TP53 TPBG TPK1 TPPP2 TPRA1 TPTEP2 TRAFD1 TRAJ29 TREX2 TRIM24 TRIM31 TRIM52 TRIP10 TRIP12 TRIP13 TRIP4 TRNT1 TRPC6P2 TSC1 TSEN54 TSN TSSK3 TSSK6 TTC23L TTC23L-AS1 TTC28 TTC3 TTC41P TTF2 TTI1 TTI2 TTLL3 TUG1 TXNDC12 TYK2 U2AF2 UBA1 UBE2D3 UBE2Q1 UBE4B UBFD1 UBN2 UBOX5 UGT3A2 UGT8 ULBP1 ULK1 UNC13D UQCC6 UQCRC2 URI1 USP15 USP30 USP32 USP8 USPL1 VDAC1 VDAC2 VGLL2 VGLL4 VIRMA VIRMA-DT VPS13B VPS13B-DT VPS26C VPS51 VTA1 VWA8 VWA8-AS1 WAPL WAPL-DT WDFY1 WDR11 WDR11-DT WDR24 WDR31 WDR36 WDR5 WDR62 WLS WNT7B WRAP53 WSCD2 WT1 WT1-AS XPO5 XYLT1 YAP1 YBEY YOD1 YPEL4 YTHDC2 YTHDF2 YWHAQP7 YY1AP1 ZBED3-AS1 ZBTB1 ZBTB25 ZBTB26 ZBTB45 ZC3H10 ZC3H6 ZC4H2 ZCWPW1 ZDHHC12 ZDHHC12-DT ZDHHC14 ZEB2 ZFP14 ZFP28 ZFP28-DT ZFP30 ZFP36L1 ZFP82 ZFR ZGRF1 ZKSCAN4 ZKSCAN8 ZMAT4 ZMPSTE24 ZMPSTE24-DT ZMYM1 ZNF100 ZNF131 ZNF134 ZNF146 ZNF155 ZNF16 ZNF160 ZNF180 ZNF182 ZNF189 ZNF217 ZNF221 ZNF227 ZNF233 ZNF234 ZNF248 ZNF248-AS1 ZNF25-DT ZNF254 ZNF260 ZNF274 ZNF284 ZNF292 ZNF302 ZNF321P ZNF330 ZNF331 ZNF334 ZNF337 ZNF33A ZNF341-AS1 ZNF345 ZNF37A ZNF382 ZNF383 ZNF384 ZNF385C ZNF408 ZNF420 ZNF433-AS1 ZNF438 ZNF451 ZNF461 ZNF48 ZNF485 ZNF491 ZNF516 ZNF529 ZNF540 ZNF546 ZNF564 ZNF565 ZNF566 ZNF566-AS1 ZNF567 ZNF567-DT ZNF568 ZNF569 ZNF56P ZNF570 ZNF573 ZNF585A ZNF585B ZNF587B ZNF599 ZNF605 ZNF607 ZNF609 ZNF667 ZNF667-AS1 ZNF675 ZNF688 ZNF736 ZNF764 ZNF767P ZNF773 ZNF780A ZNF780B ZNF786 ZNF790 ZNF790-AS1 ZNF793 ZNF793-AS1 ZNF805 ZNF829 ZNF83 ZNF846 ZNF888-AS1 ZNHIT2 ZNHIT6 ZSCAN16-AS1 ZSCAN26 ZWILCH ZZZ3 ZNF322_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF322_TARGET_GENES AAAS AAMP AARS2 ABCA17P ABCA3 ABCF2 ABHD16A ACADVL ACOT8 ACSM2A ADCY3 ADGRE2 ADRM1 AFG1L AIFM2 AIMP1 AK4 AKAP12 AKR1A1 ALDH1A3 ALDH1L2 ALDH7A1 ALDOC ALKBH1 ANGEL1 ANGPT2 ANKLE2 ANKRD44 ANXA11 AP1G2 AP3D1 APBB3 APC APLP1 APLP2 APOBEC3B APOE ARFRP1 ARHGAP33 ARHGAP4 ARID1A ARID1B ARID5B ARIH1 ARMH1 ARPC1B ARRDC3 ASCC2 ASH1L ATG5 ATN1 ATP10D ATP6V0B ATP6V1G1 ATXN2 BAHCC1 BARHL2 BEX1 BLTP2 BMPR1B BORCS8 BORCS8-MEF2B BPNT1 BRD2 BRF2 BRWD3 C12orf60 C17orf97 C19orf12 C2CD3 C2orf72 C4orf46 C8orf34-AS1 CA14 CACNA2D4 CALM1 CAPG CAPN1 CAPN1-AS1 CAPN10 CASTOR1 CASTOR3P CBLL1 CBLN3 CCDC106 CCDC112 CCDC124 CCDC134 CCDC138 CCDC18-AS1 CCDC39-AS1 CCDC57 CCDC62 CCND3 CCNO CCNO-DT CCPG1 CD27-AS1 CDC42EP1 CDC42EP3 CDCA2 CDCA7L CDH22 CDK12 CDK19 CDK4 CDK8P1 CDKL3 CDKN2A CDKN2C CENPS CENPS-CORT CEP120 CEP126 CEP170 CEP290 CFL1 CGGBP1 CGN CHCHD10 CHD5 CHD7 CHD8 CHRM3 CISD1 CLCN3 CLIC1 CLPP CLSPN CNNM2 CNNM3 CNNM4 CNOT4 CNTD1 COASY COLGALT1 COMMD3 COPG2 COX14 CPSF1 CPSF4 CREB5 CREM CRIP3 CROT CRTAP CSK CSNK1E CTDSPL2 CTNND1 CTPS1 CXXC1 CXXC5 CYB5D1 CYP2G1P CYP2T1P CYP4V2 CYRIB DAND5 DCAKD DCP1A DDX11 DDX11-AS1 DDX39B DDX39B-AS1 DDX56 DELE1 DENND1A DEPP1 DESI2 DGAT2L7P DIPK1A DIRC3 DLG2 DLG4 DMAP1 DNAH6 DNAI3 DNAI4 DNAJC27-AS1 DNASE2 DND1P1 DOCK5 DOHH DR1 DRG2 DST DST-AS1 DTNA DTX3 DUSP5-DT DUSP7 DYRK4 DYTN DZANK1 ECH1 ECSIT EFCAB11 EFL1P1 EGLN2 EIF2D EIF3K EIF4A3 ELF3 ELP3 EMC3 EMC3-AS1 EML2 EMP2 ENDOG ENSG00000224865 ENSG00000226355 ENSG00000230021 ENSG00000233230 ENSG00000236543 ENSG00000250803 ENSG00000254363 ENSG00000261335 ENSG00000265055 ENTREP3 EPN1 EPN2-AS1 EPOR EPRS1 EPS15 ERAP1 ERCC6L2 ERCC6L2-AS1 ERI3 ERICH1 ERLIN2 ETFDH EXD2 EXOC3 EXOC8 F12 F2RL1 FAAHP1 FABP5P3 FAF1 FALEC FAM110A FAM114A2 FAM13B FAM151B-DT FAM230G FAU FAXDC2 FBXL19 FBXO11 FBXO17 FBXO24 FBXO25 FBXW11 FBXW7 FERMT2 FGG FHAD1 FHL2 FLJ12825 FNBP1 FNBP1P1 FOXM1 FOXO4 FOXO6 FSTL5 FZD2 GAD1 GALE GALK2 GALNT16-AS1 GALNT5 GANC GBA1 GBF1 GCA GCFC2 GCNT2 GFI1B GFOD1-AS1 GGH GIPC1 GLB1L GMNN GNAS GNAS-AS1 GOLPH3L GORASP1 GPALPP1 GPATCH2 GPI GPR160P1 GPR161 GPR20 GPRC5C GPX1 GRB2 GRM4 GRN GSE1 GTF2IRD1P1 GTF3C2 GTF3C2-AS2 GUSBP18 GXYLT2 H2AC11 H2BC11 H2BC5 H3P25 H4C11 HAND2 HAND2-AS1 HAP1 HCFC1-AS1 HCP5 HDAC2-AS2 HDLBP HERC4 HHIP HHIP-AS1 HIGD2A HINFP HIRIP3 HK1 HLA-DMA HMGCR HNRNPL HOMER2 HOTAIR HOXA-AS2 HRAS HRK HSD17B1-AS1 HSD17B4 HSPD1 HSPE1 HSPE1-MOB4 HYAL3 ICMT ICMT-DT IDE IER5 IFNLR1 IFT20 IFT81 IGFLR1 IGSF21 IL11RA IL6 ILF2 IMPA2 IMPDH1 IMPDH1P4 INAVA INO80D-AS1 IQCD IRAK2 IRF2BP2 ISG20 ISYNA1 ITGA11 ITGAL ITGB3BP ITPKB-AS1 ITPR1 JUN JUP KANSL1 KCNJ5-AS1 KCTD9 KCTD9P2 KDM2B KHNYN KIAA1143 KIF20B KIF3A KIZ KLHL21 KLK4 KLRC4 KLRC4-KLRK1 KMT2B KMT2C KMT2E KMT2E-AS1 KRTAP10-13P KRTAP5-14P LARP4 LDHB LDLR LHCGR LIMS1 LIMS2 LINC00265 LINC00459 LINC00663 LINC00674 LINC00963 LINC01135 LINC01232 LINC01238 LINC01276 LINC01411 LINC01562 LINC01596 LINC01623 LINC01703 LINC01730 LINC01775 LINC01881 LINC02489 LINC02695 LINC02698 LINC02870 LINC02916 LINC02926 LINC03011 LINC03065 LLGL2 LOC105371430 LOX LPIN3 LRCH4 LRFN1 LSM10 LTBP4 LTO1 LXN LYPLA1 MAFB MAFF MAGED2 MAN2A2 MAP2K4 MAP2K6 MAP3K10 MAP3K4 MAP4K1 MAPK14 MAST4 MAT2B MBD6 MBL1P MBTD1 MDGA1 MDH1 MDN1 MED17 MEG3 METTL13 METTL27 METTL2A METTL2B MFN1 MGAT4B MGAT5B MIER1 MIR124-1HG MIR1915 MIR1915HG MIR34AHG MIR365A MIR4418 MIR4453HG MIR4638 MIR4744 MIR615 MIR6796 MIR6835 MIR6880 MIR99AHG MISP3 MKNK2 MKRN1 MMADHC MPP2 MPV17L2 MRO MRPL32 MRPL36 MRPL49 MRPL55 MRPS23 MRTFA MSH5 MSH5-SAPCD1 MTCO3P12 MTF2 MTND5P11 MUS81 MVB12A MXI1 MYBL1 MYC MYCBP MYCL MYL12A MYO10 MZT2A NAA38 NAA60 NAA80 NBAS NCBP1 NCKAP5 NCOA2 NCOR2 NDRG2 NDUFA12 NDUFB8 NDUFS5 NDUFS6 NEDD1 NELFE NELL2 NEUROD2 NFE2L1 NFE2L1-DT NFYC NGDN NLRP1 NMB NMT1 NOL12 NOP16 NPHS1 NR5A2 NRF1 NT5C1A NTN3 NUDT19-DT NUFIP1 NUFIP2 NUS1 OACYLP OBSL1 OGA OLFM1 OLMALINC OS9 OXSR1 PACSIN2 PACSIN3 PAFAH1B3 PAIP2 PALLD PALS1 PAMR1 PAPSS1 PARP8 PARVG PASK PBX1 PCGF2 PCNX1 PCTP PDCL3 PDE11A PDE1A PDE4B PDE4D PDE7B PDXP PDXP-DT PEMT PERP PEX13 PEX5 PFDN6 PGAM1P5 PHACTR3 PHETA1 PHOSPHO1 PIERCE2 PIGL PIGU PIM2 PIN4 PIP5KL1 PITPNC1 PKM PLCXD1 PLD3 PLEKHA3 PLEKHA7 PLK3 PLS3 PML PMM1 PMS2P3 PNKD PNKP PNP PNRC2 PODXL POLD4 POLR1B POLR2G POLR3F POM121 POM121C POP4 PPA2 PPFIA3 PPIA PPM1B PPP1R14B PPP1R7 PPP1R9A PPP2R3C PPP6R2 PRCD PRKAR1A PRKCB PRKRIP1 PRLR PRORP PRORSD1P PROX1-AS1 PRPSAP1 PRR15 PRRT4 PRRX2-AS1 PRSS23 PRUNE2 PSMA2 PSMB3 PSMB5 PSMC1 PSMD13 PSMG1 PTCD1 PTK2B PTPN1 PTPN12 PTPRF PUM1 PUS10 PYGB RAB11FIP4 RAB34 RAB37 RAB5C RAC2 RALBP1 RARA RASGRF1 RBBP5 RBISP3 RBM11 RBMS3 RBMS3-AS3 RCAN1 RDM1 RDM1P5 RECK REX1BD REXO4 RFFL RFX5 RFX5-AS1 RFXANK RGS16 RIMOC1 RIT1 RN7SL352P RNF11 RNF113A RNF167 RNF168 RNF182 RNF4 RNF7 RNU5F-1 RNU6-163P RNU7-174P RPA3 RPAP3-DT RPIA RPL10 RPL23AP19 RPL27P7 RPL3 RPL37 RPL7L1 RPP25L RPS25 RPSAP75 RRAGC-DT RSPRY1 RTCB RTL8C RTN4 S1PR1 S1PR1-DT SAMD10 SCN2A SCN7A SCNN1A SCPEP1 SDHB SEC11A SEC22C SEMA3E SEMA4A SEMA6A SEMA7A SEPTIN11 SEPTIN7P9 SERINC5 SERTAD2 SETD5 SETD6 SF3B1 SGK1 SGSM1 SGSM2 SH2D6 SH3BP5 SH3D21 SH3KBP1 SHB SHISA8 SIAH2 SIPA1L3 SIRT3 SKAP2 SKIC2 SLC16A11 SLC16A2 SLC22A5 SLC25A11 SLC35A4 SLC35E2B SLC35E4 SLC38A4 SLC39A1 SLC46A1 SLC5A4-AS1 SLC6A6 SLIRP SMAD7 SMIM27 SMIM45 SMPD4BP SMTN SMURF2P1 SNAP23 SNHG19 SNORA71A SNORD13 SNORD60 SNORD83B SNX19 SNX21 SNX27 SON SORBS3 SOS2 SOX2-OT SP4 SPACA5 SPACA6 SPAG4 SPATA17 SPATS2L SPEF2 SPG11 SPIN2B SPRTN SPTB SQSTM1 SRD5A3-AS1 SREK1IP1 SRP14-DT SRSF10 ST6GALNAC6 ST7-OT4 STAT3 STKLD1 STMP1 STN1 STOML1 STRADA STX1A STX1B STXBP5L SUMO2P17 SUPT16H SVOP SYDE2 SYMPK SYNGR4 TAF4B TANK TAPBPL TAX1BP1 TBC1D8B TBCK TBPL1 TCEA1 TCERG1 TCF15 TDP1 TDRKH TEDC1 TEDC2 TES TGFA THAP8 THOP1 THUMPD3-AS1 TIAL1 TKTL1 TLE5 TLX1 TM9SF3 TMEFF1 TMEM101 TMEM107 TMEM120B TMEM126B TMEM167B TMEM167B-DT TMEM17 TMEM18 TMEM202-AS1 TMEM30A TMEM30A-DT TMEM39A TMEM50B TMEM52 TMEM53 TMEM59 TMEM87A TMEM87B TMEM9B TMEM9B-AS1 TMSB15A TMTC3 TNFAIP1 TNIP1 TNKS TNNC2 TOMM70 TP53RK TP53RK-DT TP53TG1 TRAIP TRAK2 TRAPPC2B TRAPPC4 TRAPPC6B TRAV6 TREX1 TRIM35 TRIM41 TRIM65 TRMU TRPT1 TSC22D1 TSR1 TSSC4 TSTD2 TTC19 TTC32 TTC32-DT TTC9B TTI2 TUBGCP4 UACA UBA52 UBC UBE2D4 UBE2Z UGCG UMAD1 UQCC1 URGCP URI1 USP2 USP38 USP44 UTP18 UXS1 VASN VCAN VIM VMP1 VPS26C VPS33B VPS33B-DT VPS51 VPS53 VTRNA1-3 WBP11 WDPCP WDR26 WDR38 WDR46 WDR62 WDR73 WDR75 WEE1 XIAP XPO1 YAP1 YTHDF2 ZBTB17 ZBTB4 ZDHHC1 ZDHHC16 ZDHHC18 ZFP1 ZFP30 ZGPAT ZHX2 ZMYM6 ZMYND15 ZNF106 ZNF131 ZNF182 ZNF217 ZNF224 ZNF227 ZNF230 ZNF230-DT ZNF250 ZNF277 ZNF362 ZNF43 ZNF438 ZNF474 ZNF512 ZNF540 ZNF547 ZNF564 ZNF56P ZNF579 ZNF627 ZNF629 ZNF654 ZNF684 ZNF764 ZNF790 ZSCAN29 ZSWIM2 ZSWIM3 ZSWIM7 ZYG11B ZNF329_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF329_TARGET_GENES AAR2 AARS2 ABCA15P ABCD2 ACOX1 ADAMTSL4 ADAP2 ADAT2 ADGRB3 ADGRE2 ADGRL1 ADPGK AGGF1 AKAP10 ALDH3A1 ALG9 ALKBH3 ANKRD18A ANKRD18DP ANKRD34A ANKRD40 ANKRD46 ANO8 AOC2 AP3S1 AP3S2 ARHGEF19-AS1 ARHGEF28 ARID1A ARID4B ASAP1 ASH2L ATAD2 ATG12 ATP11AUN ATP5F1B ATP5MC1 ATP8B2 AURKAIP1 AVPR1B AVPR1B-DT AZIN1 B4GALNT1 B4GALT6 BANF1 BCKDK BCL7C BCL9 BDKRB2 BLOC1S6 BMP7 BMS1 BMS1P4 BMS1P4-AGAP5 BORCS7 BORCS7-ASMT BORCS8 BORCS8-MEF2B BPIFA2 C12orf76 C16orf95-DT C17orf75 C18orf21 C19orf47 C3orf38 C4orf3 CAMK2G CANX CASP7 CCAR2 CCDC57 CCDC88A CCNH CD6 CDC16 CDC42SE1 CDK1 CDK11A CDK12 CDK5RAP1 CDKN2AIPNL CEBPG CENPW CERNA3 CFAP20DC-AS1 CFAP298 CFAP298-TCP10L CFAP52 CFD CGGBP1 CLIP1 CMTR1 CNIH3 CNIH3-AS2 CNTNAP2 COG2 COLGALT1 COMMD10 COPS7B COQ8A COX11 COX16 CROCCP2 CUL4A CWC27 CXorf58 CYP3A5 CYP4F11 CYP4F3 CYREN DAGLB DCP1A DDX55 DGUOK DISC1 DMAP1 DNAH2 DNAJC2 DNAJC25 DNAJC25-GNG10 DPP9 DSN1 DST DSTYK DTWD1 DUSP6 EFCAB7 EIF1AD EIF2AK4 EIF2D EIF4EBP2P2 ELOA-AS1 ENPP3 ENSG00000230021 ENSG00000232995 ENSG00000237101 ENSG00000254363 ENSG00000267058 EPB41L4A-AS1 ERCC8 EXD2 EXD3 FAAH FAM162A FAM201A FAM227B FAM228B FAM234B FAM98B FANCC FAT3 FCGRT FOXJ3 FOXO1B FRA10AC1 FUT10 FUT4 FZD3 GABPB2 GALNT13 GALNT16-AS1 GARRE1 GATC GBA1 GCN1 GDAP1 GEMIN8P1 GFM2 GGPS1 GHET1 GIN1 GLIPR1L1 GLOD4 GLUD1P3 GOSR1 GPBP1L1 GRB2 GRSF1 GSTCD GTF3C3 GTPBP3 GULP1 HDAC2 HDAC2-AS2 HDGF HECTD1 HES1 HIPK3 HMGB1 HMGB3P22 HNRNPFP1 HPN-AS1 HRK HROB HSD17B11 HSP90AB1 HYOU1 IFI6 IFT46 IFTAP IGHMBP2 IL21R INTS12 INTS14 INTS5 IPO4 ISLR2 IST1 ISYNA1 ITFG2 ITFG2-AS1 ITGB3BP ITIH4 JMJD1C JPX JRK KANK2 KBTBD4 KCNMA1 KCTD10 KCTD5 KHDC1 KIF1B KIF2A KLHL12 KMT2A LAMA3 LCA5 LDAF1 LDLR LHFPL7 LINC00240 LINC00322 LINC00494 LINC00687 LINC01275 LINC01547 LINC01719 LINC01775 LINC01778 LINC02695 LINC02846 LINC02985 LNPEP LRP12 LRRC37A5P LRRC49 LRRC51 LSG1 MAFB MAILR MALT1 MALT1-AS1 MAN2C1 MANEAL MAP3K6 MAPK14 MAPK8IP3 MARK4 MAX MCF2L MCM3AP MDN1 MED23 MIA3 MICALL2 MIR1302-3 MIR4519 MIR6763 MIR762HG MIX23 MKNK2 MKRN2 MRM3 MRPL21 MRPL44 MRPS31 MRPS31P5 MSL1 MST1P2 MT-ND1 MT-ND6 MT-TE MT-TL1 MT-TT MTCO3P12 MTF2 MTIF2 MTMR9 MTND5P11 MTR MTX3 MYO15A MYO1B MYO1B-AS1 NACC2 NBPF1 NCOR1 NDUFAF1 NDUFAF2 NDUFS3 NDUFS7 NEK3 NFX1 NGFR NKAPP1 NME1 NME1-NME2 NOXA1 NPTX1 NR2F1-AS1 NSA2 NSL1 NT5DC3 NUDT19-DT NUF2 NUMA1 NUP205 NVL OCRL ORMDL3 OSBP2 OSBPL2 OTUD7B P3H2 P3H2-AS1 PACSIN3 PAFAH2 PAQR4 PBK PCID2 PCLAF PDCD10 PDCD6P1 PDE6D PEX13 PEX3 PFKL PFKP PHIP PIGL PIGN PIK3R1 PIWIL4 PKIB PKM PKMYT1 PKN1 PLD3 PLEKHM3 PLIN3 PLXNB3 POLDIP3 POLR2A POLR3C POLR3GL POLR3K PPFIA3 PPIP5K2 PPP4R3A PRKCI PRPF40B PRRT3-AS1 PSCA PSD PSMC2 PUS10 PWWP3A QRICH1 RAB30 RAB30-DT RAB4B RAB4B-EGLN2 RAB9A RAD52 RAI1 RBBP5 RC3H2 RCAN1 RDH14 RELA RELCH REX1BD REXO4 RFLNA RFXANK RGL2 RGS16 RGS5 RN7SL346P RNA5SP200 RNF115 RNF121 RNF220 RNF6 RNU11 RNU6-883P RNU7-80P RNVU1-15 RNVU1-27 RNY1 RPL27 RPL37 RPL6 RPS12 RPS18 RPS19 RPS20 RPS4X RPS7 RSAD1 RSPH4A RSRC1 RSRP1 RUFY2 RWDD1 S100A2 SAMD4B SAR1B SARS2 SAT2 SEC22B SERP1 SERPINI1 SF3A3 SF3B6 SH3PXD2A-AS1 SHBG SLC24A1 SLC25A13 SLC25A23 SLC25A42 SLC35A3 SLC37A3 SLC38A4 SLC39A3 SLC41A1 SLC41A2 SLC44A1 SLC7A5P1 SLCO4A1-AS2 SLX9 SMG5 SMG8 SMIM8 SMOX SNCA SNHG11 SNHG5 SNORA13 SNORD54 SNRNP25 SNRPB SNUPN SOCS2 SPAG4 SPNS1 SPRYD7 SREBF1 SREK1IP1 SRFBP1 SRP54 SRP54-AS1 SSBP1 SSBP4 ST6GALNAC2 ST7 STAT3 STIL STKLD1 STN1 STOML1 STUM STX16 STX16-NPEPL1 STX8 STXBP4 SUPT3H SURF4 SYNPO2 TACO1 TAF1C TARS2 TARS3 TATDN3 TBC1D19 TBC1D9B TDRKH TDRKH-AS1 TEFM TEN1 TEN1-CDK3 TEX53 THAP10 THBS4 TM6SF2 TMA16 TMBIM4 TMC5 TMC7 TMEM101 TMEM120B TMEM127 TMEM161A TMEM242 TMEM242-DT TMEM30A TMEM30A-DT TMEM69 TMEM79 TMEM9B TMEM9B-AS1 TNIP1 TNIP2 TOMM6 TOR1AIP1 TPSAB1 TPSB2 TPSD1 TRADD TRDMT1 TRIAP1 TRIB1 TRIM2 TRIP4 TRPM7 TSEN15 TTC26 TTI2 TUBGCP3 UBAC2-AS1 UBE2J1 UNC80 UQCC6 USP30 USPL1 VPS13B VPS13B-DT VPS36 VPS51 VPS52 VPS9D1 VTA1 VTRNA1-3 VWA8 VWA8-AS1 WDR11 WDR11-DT WDR26 WDR36 WEE2-AS1 WTIP XNDC1N YAP1 YBEY ZBTB38 ZBTB4 ZBTB40 ZC3HC1 ZDHHC12 ZDHHC12-DT ZFP14 ZFYVE9 ZKSCAN4 ZMPSTE24 ZMPSTE24-DT ZMYND8 ZNF133 ZNF136 ZNF165 ZNF225 ZNF225-AS1 ZNF227 ZNF260 ZNF276 ZNF391 ZNF404 ZNF45-AS1 ZNF461 ZNF518A ZNF540 ZNF566-AS1 ZNF579 ZNF688 ZNF724 ZNF780A ZNF786 ZNF790 ZNF821 ZNF846 ZSCAN16-AS1 ZNF331_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF331_TARGET_GENES ABCA11P ABI1 ACACA ACAD10 ACOT13 ADAP2 ADPRS AHCTF1 AKAP1 AKR1A1 AMOTL2 ANKRD12 ANO8 AP1S3 ARHGEF10L ARID1B ARIH2OS ARMT1 ASCC3 ATG4C ATG5 ATP5F1E AURKAIP1 B4GALT4 BACH1-AS1 BCRP2 BCRP3 BRAP BRIP1 BRS3 BUB1 C17orf75 C1orf159 C21orf62-AS1 C4orf48 C5orf64 C6orf62 CACNA1A CACNA1C CAMK1 CARD19 CBFB CCDC150 CDC25A CDC5L CDK5RAP1 CELF5 CEP104 CFDP1 CHID1 CHML CIZ1 CLK4 CLTC CMKLR2 CNKSR2 COQ8B CPAMD8 CPNE8 CREB5 CRK CRKL CSTF3 CSTF3-DT CTNNB1 CXCL12 CXCL2 DCTN4 DDIT4 DDX11L10 DIDO1 DMAP1 DNAAF5 DNM1 DPH6 DPH6-DT DPY19L4 DSTYK DXO EGLN3 EGLN3-AS1 EGR2 EIF5A2 ELOVL2 ELOVL2-AS1 ENDOG ENPP3 ENSG00000230021 EPHB3 EPS8L1 ERCC6 ESCO1 ESYT1 EWSAT1 EXOSC3 FAM13A FAM181A-AS1 FBXO32 FEM1C FGD3 FKBP1AP3 FOXE3 GADD45B GALNT9 GALNT9-AS1 GBA1 GEMIN6 GIN1 GIT1 GNAL GNG4 GPATCH4 GPX8 GSTCD GTF2IP20 GTPBP3 HBP1 HCG27 HILPDA HILPDA-AS1 HIVEP1 HMGN4 IFTAP IGFLR1 INSR INTS12 IPO13 IRAK4 ITGA3 JPX KANSL3 KAT8 KCNJ6 KHSRP KIAA1586 KLHDC9 KLHL12 KPNB1 KPNB1-DT LARP4 LCMT1 LINC00431 LINC00511 LINC00574 LINC00910 LINC01535 LINC01596 LINC01719 LINC01900 LINC02136 LINC02155 LINC02387 LINC02513 LINC02888 LINC02918 LL22NC01-81G9.3 LRCOL1 LRRC41 LYPD3 LYPD6 LYSET MAML2 MAP3K4 MAPK10 MATCAP1 MCF2L MED23 MFN1 MINDY3 MIR1302-3 MIR1587 MIR4432 MIR4435-2HG MIR4512 MRPS31 MRPS31P5 MTCO3P12 MTF2 MTMR9 MTND5P11 NCOA1 NDUFAF1 NDUFS2 NDUFV2-AS1 NKIRAS1 NME1 NME1-NME2 NOC2L NOVA1 NOVA1-DT NSL1 NUDT6 NUP210 NUP93 OPN3 PAK1 PARD3B PARN PAXBP1 PCLAF PDXK PEX13 PFKL PGAP2 PGRMC2 PHC1 PHF12 PISD PLAC8 PLEKHG5 PLEKHM3 PODXL POLI POP4 POU2F1 PPIP5K2 PPP2CA PPP2CA-DT PRKCH PRR13 PRRC1 PRSS22 PTENP1 PTENP1-AS PTPA PTRHD1 PUS10 PUS7L RABGAP1L RALBP1 RAPGEF4 RASSF6 RBBP9 RBM17 RBM45 REPIN1 RFFL RHOT1 RMND1 RN7SL159P RNF11P2 RNF217 RNU2-4P RNU6-1051P RNU6-114P RNU6-1316P RNU6-437P RNU6-782P RNVU1-15 RPL15 RPL24P9 RPL34 RPL37 RPS4XP20 RTRAFP1 RUSC2 RXRG SCAND1 SCAND3 SCIRT SDE2 SDR39U1 SEC22B SELENOO-AS1 SEPTIN7P13 SETD4 SETP17 SF3A3 SHLD3 SLC13A3 SLC22A15 SLC25A10 SLC6A6 SMARCD2 SMC3 SMG8 SNAPC1 SNAPC5 SNORD3A SPACA6 SPATA5 SPEF2 SPPL3 SPSB4 SREBF1 SRFBP1 SRSF7 SSB SSBP1 STIP1 STK19 STK32C STOX2 STX8 SULT6B1 SUMO1 SYNJ1 TACO1 TARS2 TATDN3 TBC1D19 TBC1D31 TCEANC2 TCF12 TDP2 TMCO5B TMEM242 TMEM242-DT TMEM44-AS1 TPRKB TRADD TRAPPC13 TRAPPC2 TRDMT1 TRIM23 TRIP4 TSC22D4 TTC14 TTC14-DT TTI2 TUBA1B TUBAL3 TXNIP UBE4B UBTF UIMC1 USP30 USP32 USP43 USP7 VOPP1 VPS13B VPS13B-DT VTRNA1-2 VTRNA1-3 WDR11 WDR11-DT WDR59 WEE2-AS1 WNT5B XXYLT1 ZBED6 ZC3H10 ZC3H11A ZNF121 ZNF221 ZNF227 ZNF233 ZNF280D ZNF318 ZNF337-AS1 ZNF350 ZNF37A ZNF391 ZNF451 ZNF506 ZNF529 ZNF554 ZNF566 ZNF568 ZNF573 ZNF708 ZNF721 ZNF76 ZNF775 ZNF793 ZNF793-AS1 ZNF829 ZNF84 ZNF846 ZNF879 ZNF892 ZNF33A_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF33A_TARGET_GENES A4GALT AAGAB ACADM AGPAT1 AK6P1 AKR1D1P1 AKT2 ALDOC ALKBH6 AMOTL1 ANKRD13A ANKRD7 ANO8 ARFIP1 ARIH1 ATF3 ATP6V1G1P3 AURKB AVPI1 B3GNT4 BMS1P4 BMS1P4-AGAP5 BRINP2 C11orf52 C11orf71 C21orf62-AS1 C2CD5 CADM4 CALM3 CCDC18 CCDC86 CCNL1 CCNL2P1 CCT5 CD22 CD247 CDHR18P CEP170 CFL1P1 CFLAR CHCHD1 CKLF CKLF-CMTM1 CLK3 COQ8B COX16 CPT2 CTBP2 CYB5D1 CYP2G1P CYP4Z2P DCAKD DCP1B DHX40 DLL3 DNAH14 DNAJB12 DNAJC28 DNASE1L3 DNTTIP1 ECE1 ECHDC2 EDN2 ELOVL2-AS1 EMG1 ENSG00000179066 ENSG00000201541 ENSG00000202231 ENSG00000226355 ENSG00000230021 ENSG00000247416 ENSG00000278356 ENTPD4 EPB41 ERCC1 ERVH48-1 EWSAT1 FHAD1 FHL1P1 FIG4 FNDC3B FRS3 FTL FUT10 FXYD5 GABARAPL1 GAPDHP14 GGA1 GGCT GLUD1P3 GOLGA2P5 GPRC5A GSTO1 GTF3C2 GTF3C2-AS1 GTPBP3 GUSBP18 HARS1 HARS2 HMGB1 HNRNPA1P64 HSPA4L IFT122 IGDCC4 IPP IQGAP2 IRF2BP2 ITM2A KDM6A KRT19 LGALS8 LINC-PINT LINC00662 LINC00670 LINC00963 LINC01897 LINC02273 LINC02465 LIPE-AS1 LOC124904983 LRRC37B LUCAT1 MACF1 MAP2K5 MAP2K6 MAP3K10 MCAT MEGF11 MIR1273C MIR142HG MIS18A MKRN2OS MRPL24 MT-RNR1 MT-TF MTCH1 MTCO3P12 MTERF1 MTF2 MTHFD1L N4BP2 NAA38 NALCN NBPF1 NCAM1 NCOA7 NDUFA1 NEMP1 NOXO1 NR2F2-AS1 NREP NUDT19 NUDT19-DT NUP37 ODAD1 PAXBP1 PBLD PDHA1 PEX26 PHB2 PHLDB3 PHOSPHO1 PIK3R5 POLR2B PPFIBP1 PPP1R9B PRPF18 PSG5 PTGES3P4 RAB33B-AS1 RAD23BP2 RAP1GAP2 RARA RASSF8 RBM7 RCAN1 RERE REV3L RGS20 RHOJ RN7SKP192 RN7SKP195 RN7SL299P RNA5SP189 RNF145 RNU4-77P RNU6-995P RPL12P32 RPL37 RPS16P5 RPS26P29 RUNX1 SAMM50 SCUBE1-AS1 SEC62 SERPINE1 SETP21 SH3TC2 SHKBP1 SHPRH SIPA1L2 SLC19A2 SLC24A1 SLC37A3 SLC39A11 SLC6A12 SMIM10L1 SPATA24 SPEF2 SPOP SRCIN1 SREBF1 SRP68 ST7 ST7-AS2 STUM STX4 STX6 SULF1 TFAP4 TFPI2 TFPI2-DT TGFBRAP1 THUMPD3-AS1 TK2 TMEM127 TRAC TRIM33 TUBG2 TULP4 TXNDC16 UROD USP9X USPL1 VN2R1P VPS13A VPS53 VTRNA1-2 WAS WDR43 WDR70 WFDC3 XPO5 YAP1 ZNF155 ZNF221 ZNF223 ZNF224 ZNF225 ZNF225-AS1 ZNF230 ZNF230-DT ZNF30-AS1 ZNF383 ZNF420 ZNF567-DT ZNF569 ZNF570 ZSCAN5A ZSCAN5A-AS1 ZNF34_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF34_TARGET_GENES ABR ACACA ACER3 ACKR2 ADA AGMAT AKAP9 ALDOA ALG10B ANGEL1 ANGPTL6 ANKDD1A ANKRD54 ANO8 AP1S3 ARMH3 ARPC1A ASS1P5 ATP9B AURKAIP1 AURKB B3GALNT2 BMS1 BORCS6 C12orf29P2 C1orf87 C2CD5-AS1 C6orf141 C7orf50 CARS1 CASD1 CBFA2T2 CCDC40 CCDC65 CCNB3 CCT6B CD160 CD2AP CDC37 CDK4 CEACAM21 CELF2-AS2 CENPV CEP170 CFAP298 CFAP298-TCP10L CFAP299 CHEK2 CLDN23 CLIP1 CMKLR2-AS CNOT4 COL25A1 COPS3 COPS5P1 COQ10A COX16 CREB3L4 CROCCP3 CTNNA2 CWC25 CXXC1 CYP1B1-AS1 DACH1 DAGLB DAZAP2 DDX46 DHTKD1 DMAP1 DNAI4 DOCK8-AS2 DPP9 DUS2 E2F7 ECD EGFEM1P EIF3F ELAC2 ENSG00000187951 ENSG00000200235 ENSG00000202059 ENSG00000230021 ENSG00000265246 ESPN EXOSC2 FABP5P3 FAM149B1 FAM177A1P1 FCHO2 FES FKBP1A FLJ42969 FMN2 FOXP1-AS1 FRMD7 GABARAPL3 GADD45B GALNTL5 GAS8 GBA1 GC GDI2 GDPD5 GIN1 GIT2 GLG1 GLRX5P2 GPATCH8 GSTCD GTF2I GTPBP3 GXYLT2 H3P10 H3P44 HAPLN2 HEBP2 HMGA2 HMGB1 HNRNPMP2 HSPBAP1 IFI6 IFT57P1 IGSF21 IL16 ILDR1 INTS12 INTS5 ITGAL-AS1 ITIH3 JAZF1-AS1 JHY JPX KAT8 KCTD5 KDSR KRT18P45 LARS1 LIM2-AS1 LINC00581 LINC00929 LINC01235 LINC01485 LINC01641 LINC01897 LINC02390 LINC02576 LINC02634 LIPA LPGAT1 LRP1B LTK LUZP1 LYN LYPLA2P1 MAP4K5 MAPK6P4 MB MBTPS2 MCTS1 MDM2 MED21 MIR3162 MIR3529 MIR3611 MIR3908 MIR4510 MIR764 MIX23 MLEC MLST8 MORF4L1P5 MRPS31P5 MT-TP MTCO3P12 MTF2 MTFMT MTND1P14 MTND5P11 MTO1 MX1 NAPSA NCOR2 NEUROD2 NFYC NLE1 NME1 NME1-NME2 NOL6 NPAT NPLOC4 NUCB1-AS1 OR1X1P OR1X5P OR5AQ1P OR7A17 PAFAH2 PFAS PIGL PJA2 PLA2G15 PLA2G4C PMM1 PPATP1 PPIP5K2 PPP1R42 PRAMEF29P PTK2B PTPN2 PTPRM PVT1 QSER1 RB1CC1 RFC1 RFTN1 RN7SKP270 RN7SL128P RN7SL93P RNA5SP474 RND1 RNF220 RNU1-141P RNU4-62P RNU6-1003P RNU6-1039P RNU6-1340P RNU6-142P RNU6-166P RNU6-386P RNU6-612P RNU6-847P RNU6-916P RNU6ATAC36P RORA RPL27 RPL32P27 RPL36 RPL36P2 RPL37 RPL39P18 RPL3P1 RPS27P6 RRN3P1 SAMD13 SCN3B SDAD1P3 SDC4 SEC22B SETD5 SH2B3 SH3RF2 SHOC1 SKAP1 SLC22A11 SLC25A16 SLC31A2 SLC33A1 SLC49A4 SLC6A1 SLC9A1 SLFN12 SMARCD2 SMCR2 SMG5 SMG8 SNAI2 SNAP25 SNHG30 SNORD81 SNRPB SORBS2 SOX9-AS1 SPATS2L SPEG SRSF8CP SSBP1 SSX7 ST7L STX4 SYCE2 TAMM41 TARS2 TCEAL8P1 TEX43 TGFB1 THADA TLE3 TLX1 TLX1NB TM9SF4 TMEM79 TMEM98 TMX1P2 TNFRSF10B TNFRSF12A TNRC18 TOP3B TPM4P1 TPRXL TRAV15 TRIM15 TRIM55 TRMT44 TRPM6 TRPV1 TTC1 TTLL13 TULP2 UBXN7-AS1 UMOD USB1 USPL1 UTP3 UTP4 VOPP1 VPS13B VPS13B-DT VPS39 VTRNA1-2 VTRNA1-3 WDR11 WDR11-DT WDR62 WEE2-AS1 WNT8A YAP1P1 YEATS2 ZBTB45 ZEB2P1 ZNF391 ZNF461 ZNF557 ZNF566 ZNF568 ZNF580 ZNF581 ZNF609 ZNF675 ZNF829 ZNF863P ZNF350_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF350_TARGET_GENES AAMDC AASS ABCA11P ABCA7 ABCA9 ABCC2 ABCD2 ABCG1 ABHD17B ABHD2 ABHD8 ABTB3 ACSF2 ACTA2 ACTB ACTL6A ACTMAP ACTN3 ADAM9 ADAMTS17 ADAMTSL1 ADAMTSL5 ADCK2 ADGRF3 ADPGK ADPGK-AS1 AGO3 AGPAT1 AGPAT4 AK2 AKAP11 AKIRIN2 AKNA AKT2 ALDH1A1 ALDH6A1 ALDOA ALG10B ALG5 ALKBH6 ALKBH7 ALPK1 AMBRA1 ANAPC5 ANGEL2 ANK3 ANKHD1 ANKHD1-DT ANKHD1-EIF4EBP3 ANKRD13A ANKRD27 ANKRD54 ANO10 ANP32E ANXA4 AOC1 AP2S1 AP3M2 APLP1 APOBEC3H APOLD1 APTX ARHGAP28 ARHGEF9 ARID1A ARID3B ARL15 ARL2BPP3 ARL4D ARL5B ARNT ASAH2B ASF1A ASNS ASPH ASXL1 ATF2 ATF4 ATF7 ATF7-NPFF ATF7IP ATF7IP2 ATG2A ATP4A ATP5F1B ATP5IF1 ATP5MC3 ATP5PF ATP6V1E1 AURKAIP1 AVPI1 BABAM1 BAG1 BAG2 BAZ2A BAZ2B BBIP1 BBS10 BBX BCL2 BCL2L13 BEX4 BFSP1 BIRC3 BIVM BLVRB BLZF1 BMS1 BMT2 BORA BORCS7 BPGM BPNT1 BRCA1 BRIP1 BRPF1 BSDC1 BTD BTF3L4 BTN2A1 BTN2A2 C11orf24 C12orf57 C14orf28 C16orf95 C16orf95-DT C18orf21 C19orf38 C1GALT1 C1QTNF6 C21orf58 C21orf62-AS1 C5orf22 C9orf43 C9orf72 C9orf85 CA13 CA5BP1 CACNB3 CALR CAMTA1 CAMTA1-DT CAND1 CAPS2 CARD8 CASP8AP2 CAT CATSPERG CBLB CBR1 CBR3-AS1 CBX5 CCAR1 CCDC115 CCDC117 CCDC14 CCDC150 CCDC153 CCDC51 CCDC61 CCDC71L CCDC82 CCDC85C CCHCR1 CCKBR CCNB1IP1 CCNC CCND3 CCNI2 CCNK CCNT2 CCNT2-AS1 CD101-AS1 CD83 CDC5L CDCA2 CDH1 CDK1 CDK11A CDK12 CDK16 CDK19 CDK5R2 CDK5RAP1 CDKN2AIP CDKN2D CDR2L CDV3 CEACAMP10 CENPA CENPF CENPN CENPU CEP44 CEP57 CEP95 CERNA3 CFAP144 CFAP20 CFLAR CHCHD10 CHCHD4 CHCHD5 CHD2 CHD4 CHD8 CHEK1 CHFR CHMP5 CHRNB4 CHSY1 CIBAR1 CIC CIT CKS1B CLCN3 CLUAP1 CMC2 CNNM2 CNNM3 CNOT1 CNPY3 COA4 COA6 COA6-AS1 COL9A3 COMMD4 COMMD6 COPS4 COPS7B COQ3 COQ8A COX10 COX10-DT COX14 COX16 COX17 COX6B1 COX8A CPT1C CRADD CRAMP1 CREB3L4 CREB5 CREBL2 CRELD1 CRK CRYZL1 CS CSGALNACT1 CSNK1G3 CSRNP3 CSTF3 CSTF3-DT CTDSPL2 CTDSPL2-DT CYB5B CYBC1 CYP2R1 CYP4X1 CYTH2 DALRD3 DAPK2 DAPK3 DBF4B DBP DCAF6 DCTN4 DCTPP1 DCXR DCXR-DT DDOST DDX5 DDX50 DDX55 DEDD2 DEPP1 DERL3 DGUOK DHDH DHFR DHTKD1 DHX8 DIABLO DIP2C DIPK2A DKKL1 DLX6 DMAC2 DMAP1 DMRTA2 DMXL1 DMXL1-DT DNAAF3 DNAAF6 DNAI3 DNAJA1 DNAJB4 DNAJC12 DNAJC7 DNAJC8 DNM2 DOHH DPF3 DPH1 DPYSL2 DROSHA DSTN DTL DUSP6 DUSP7 DUX4L18 DZIP1L EBF1 ECH1 EEF1D EEIG2 EFCAB11 EGLN2 EHBP1 EIF2AK3 EIF2AK3-DT EIF2B2 EIF3F EIF3H EIF3K EIF4A1P7 ELAVL2 ELL EMC10 EMD EML2 EN1 ENPP3 ENSA ENSG00000170846 ENSG00000176593 ENSG00000205794 ENSG00000230021 ENSG00000232995 ENSG00000239137 ENSG00000255240 ENSG00000261697 ENSG00000268403 ENSG00000268650 ENSG00000271860 ENSG00000272008 ENTPD1-AS1 EPHX1 EPS15 ERC2 ERF ERGIC2 ERH ERV3-1 ESRRB ESYT1 ETV1 ETV4 ETV5 ETV6 EVI5 EVI5L EWSAT1 EXD3 EXOC4 EXOSC3 EXOSC8 EXTL3 FAM111A-DT FAM111B FAM114A2 FAM117B FAM135A FAM13A FAM168A FAM222B FAM228B FAM43A FAM76A FAM76B FAM83D FANCM FAXDC2 FBLN5 FBRS FBXL8 FBXO16 FBXO21 FBXO24 FBXO27 FBXO32 FBXO5 FBXO8 FDFT1 FDXR FEZ1 FGFR1OP2 FIRRE FKBP14 FKBP3 FN1 FN1-DT FNDC3A FOSL2 FOXC1 FREM2 FRRS1 FRYL FTL FXR1 FZD2 G2E3 G3BP2 GABPA GADD45A GALM GALNT9 GALNT9-AS1 GALNTL5 GARIN5A GAS7 GBA1 GBAP1 GBF1 GCAT GDF11 GDI2 GEMIN8P4 GIN1 GJA1 GLA GLDC GLMN GLRX5 GLTC1 GLUD1P2 GLYATL1 GNA12 GNAI2 GNAL GOLGA6GP GOLGB1 GOLPH3L GPATCH2 GPBP1 GPC2 GPHA2 GPR137 GPR158 GPR180 GRAMD2B GRB2 GRB7 GRK6 GRN GRPEL1 GRPEL2 GRPR GRWD1 GTF2H4 GTPBP2 GTPBP3 GUCY1B1 H2AC13 H2AC20 H2AC25 H2AC6 H2BC13 H2BC21 H2BC26 H2BC5 H3-3B H4C4 HACL1 HCG14 HCG25 HCP5 HDAC6 HDAC8 HDGFL2 HERPUD1 HINT2 HLA-A HLA-C HLA-DPB1 HLA-E HLA-F HLCS HLTF HMGA1 HMGB1 HMGB2 HMGCS1 HMGN1 HMGN2P46 HMGN3 HMGN5 HNRNPA1 HNRNPD HNRNPD-DT HNRNPH2 HNRNPK HNRNPUL1 HOMER1 HS3ST3B1 HSD11B1L HSD17B12 HSPA1B HSPA2 HSPA2-AS1 HSPB6 HSPD1 HSPD1P9 HSPE1 HSPE1-MOB4 HYI HYKK IBTK ICAM5 ID1 ID4 IDI1 IER5L IFI6 IFIT1 IFT140 IFT27 IGF2BP3 IGFL4 IGFLR1 IL1RAP ILF2 ILF3 ILF3-DT ILVBL IMP3 IMP4 ING1 INPP5B INTS13 INTS14 INTS3 INTS7 IPO4 IQCN ISCA2 ISOC2 ITGB1BP2 ITSN1 IVD IZUMO1 JAKMIP2 JMJD4 JPT2 JPX JRK KANSL1 KANTR KAT5 KAT6B KAT8 KCNAB2 KCNC3 KCTD5 KCTD9 KDM3A KDM4A KDM8 KDSR KHSRP KIAA0408 KIAA1217 KIAA1586 KIFAP3 KLHL20 KMT5A KPNA4 KRR1 KRT38 LAMTOR4 LARP4 LAS1L LCA5 LDHB LENG8 LENG8-AS1 LENG9 LETMD1 LGALS1 LGR4 LGR4-AS1 LIM2-AS1 LIN52 LINC00173 LINC00240 LINC00545 LINC00662 LINC00665 LINC00910 LINC01013 LINC01089 LINC01232 LINC01275 LINC01482 LINC01535 LINC01569 LINC01572 LINC01585 LINC01596 LINC01746 LINC01968 LINC02073 LINC02202 LINC02356 LINC02506 LINC02562 LINC02593 LINC02598 LINC02615 LINC02643 LINC02889 LINC02926 LINC02939 LINC02960 LINC02985 LINC02987 LINC03067 LINC03074 LIPE-AS1 LIPG LMAN2 LNCRNA-IUR LNP1 LNX2 LRCH4 LRIF1 LRP10 LRRC17 LRRC27 LRRC49 LRRK2 LSM8 LTN1 LUZP1 LYPD6 LYRM7 LYSMD1 LYSMD3 LZIC LZTFL1 MAD2L1BP MAEA MAFB MAGI3 MAGOH MAGOH-DT MAGOHB MALSU1 MAML1 MAN2C1 MAP3K13 MAP3K3 MAP3K7 MAP3K9 MAP3K9-DT MAP4K1 MAPK1 MAPKBP1 MAPRE1 MARCHF2 MASTL MAT2B MATN1-AS1 MAU2 MBIP MBNL2 MCCC1 MCL1 MCM3 MCM3AP MCM5 MCM6 MCM9 MCUR1 MDC1 MDN1 MED18 MED21 MED23 MED29 MEIOC MEOX1 METTL13 METTL17 METTL7A METTL9 MEX3C MFAP3 MFAP3L MFSD14A MGAM2 MGC16275 MIA3 MICB MICOS13 MIEF2 MIGA2 MIIP MIR191 MIR22HG MIR301B MIR3646 MIR4428 MIR4470 MIR4479 MIR4794 MIR548AL MIR638 MIR933 MLC1 MLLT1 MMP11 MMS22L MNT MORC3 MORF4L2 MORF4L2-AS1 MPC2 MPP2 MPP7 MPRIP MR1 MRPL18 MRPL44 MRPL51 MRPS14 MRPS9 MRTFA MSANTD4 MSH3 MSTO1 MT-ND4 MT-ND6 MT-TE MT-TT MTCO3P12 MTF2 MTFR2 MTHFD2 MTMR4 MTMR9 MTND3P13 MTND4LP24 MTND4P34 MTND5P11 MTOR MTR MTRF1L MVB12A MVD MXD3 MYB MYBBP1A MYL1 MYL11 MYO19 MYO1B MZT1 N4BP1 N4BP2L2 NAA35 NABP2 NAE1 NANP NATD1 NBR1 NBR2 NCAPD2 NCEH1 NCKAP5L NCLN NCOA4 NCOR2 NDE1 NDRG4 NDUFA11 NDUFAF3 NDUFAF8 NDUFB11 NDUFS7 NDUFS8 NEDD9 NEFH NEU1 NF2 NFATC3 NFIA NFKBIB NFYB NFYC NGDN NHSL1 NIF3L1 NIPAL3 NKIRAS2 NKX3-2 NLGN2 NLK NME1 NME1-NME2 NME7 NME9 NMNAT1 NOP16 NOSIP NOXA1 NPC2 NPHP3 NPHS1 NPPC NR1H2 NR2C2AP NR3C2 NRBF2 NRBF2P5 NSUN4 NSUN6 NTPCR NUCB1 NUDT15 NUF2 NUP43 NUP62CL NUP98 NXT2 OGG1 OLIG1 OLMALINC OR2I1P OS9 OTUD6B OTUD6B-AS1 OXR1 OXSR1 P4HA1 P4HB PAAF1 PAF1 PAK4 PANK1 PANK3 PAPSS2 PARP4 PAX6 PAXBP1 PBX1 PBXIP1 PCLAF PCNT PCP4L1 PCYT1A PDE4B PDE4D PDE6D PDK4 PDK4-AS1 PDP2 PDXP PDXP-DT PEX11G PEX13 PFKFB2 PGAM1P5 PGAP2 PGD PGM2L1 PHACTR4 PHC1 PHETA1 PHF14 PHF21A PHF23 PHGDH PHLDB2 PHPT1 PHTF2 PHYH PIGBOS1 PIGW PIH1D1 PIK3R3 PIN4 PIP4P1 PJA2 PKD1L2 PKM PLAUR PLCL1 PLEKHA8 PLEKHG2 PLK1 PLPP7 PMEL PMS2P4 PNPO PNRC1 PNRC1-DT POC5 POGLUT2 POLA2 POLE3 POLR1C POLR1D POLR2B POLR2I POLR3GL PPIF PPIG PPIL3 PPIP5K2 PPOX PPP1R3F PPP2R1A PPP2R5B PPP2R5C PPP6R3 PQBP1 PRC1 PRDX5 PRKAB2 PRKACB PROSER3 PRPS1 PRR13 PRR14 PRRC2A PRRG2 PRRT2 PRUNE2 PSAP PSCA PSD2-AS1 PSENEN PSMA1 PSMA6 PSMB3 PSMB7 PSMC4 PSMD11 PSMD3 PSMG3-AS1 PTER PTH PTK2B PTMA PTPN1 PTPRO PTPRS PTRH2 PTTG1 PUM3 PUS10 PWWP2A PXDC1 R3HDM1 RAB18 RAB27A RAB39A RAB3A RAB4B RAB4B-EGLN2 RAB5B RAB6A RABAC1 RAD52 RAET1G RAI14 RANBP3L RAP2A RAP2B RARB RBBP4 RBIS RBM10 RBM15 RBM15-AS1 RBM4 RBM42 RBMS3-AS1 RCAN1 RCC1 RECQL5 REV3L RFX1 RGL2 RGMB RGMB-AS1 RGS4 RGS5 RGS9BP RHEB RHEBL1 RHOA RHOF RMI1 RN7SL41P RN7SL525P RND1 RNF167 RNF6 RNFT1 RNFT1-DT RNU1-19P RNU2-17P RNU2-2P RNU4-71P RNU5A-8P RNU5E-4P RNU6-914P RNU6-992P RNU6ATAC RNU7-1 RO60 RPA2 RPL15P13 RPL23 RPL27 RPL29 RPL30P11 RPL36 RPL37 RPL5 RPS11 RPS15A RPS19 RPS20 RPS24 RPS6 RPS6KB1 RPS7 RRAGAP1-AS1 RSPH3 RSPH4A RTTN RUBCN RUNDC3B RYR2 S100A11 SAP30BP SCNM1 SCOC SCOC-AS1 SDE2 SDHAF1 SDHAP3 SDR39U1 SEC1P SEC22C SEC63 SELENOI SELENOP SERINC5 SERTAD1 SESN3 SETD3 SETD5 SF1 SF1-DT SF3A3 SF3B6 SFN SFPQ SFT2D3 SH3BGR SH3BGRL SH3RF2 SHC1 SHOC2 SHPRH SIAH2-AS1 SIRT2 SLC11A2 SLC12A2 SLC12A2-DT SLC1A3 SLC24A1 SLC25A11 SLC25A25 SLC25A30 SLC26A11 SLC26A2 SLC29A1 SLC35F2 SLC36A1 SLC38A2 SLC39A1 SLC39A3 SLC39A9 SLC43A2 SLC7A11 SLC9B2 SLF2 SLFN12 SLU7 SMAD6 SMCR8 SMG8 SNAI2 SNAI3-AS1 SNAP47 SNAPC1 SNCA SNHG10 SNHG19 SNHG3 SNORA21 SNORD54 SNORD59A SNORD60 SNRPA SNRPB2 SNX12 SOCS5 SOD1 SOD1-DT SOX9 SOX9-AS1 SP1 SP2 SP2-AS1 SP2-DT SPACA5 SPAG4 SPAG7 SPAG9 SPATA13 SPATA17 SPC24 SPOCD1 SPRY4 SPRY4-AS1 SPRYD3 SPTBN4 SPTLC1P1 SPTLC2 SRF SRGAP3 SRSF1 SSB SSBP1 SSX2IP ST20 ST20-MTHFS ST6GALNAC2 STAG2 STAG3 STAG3L4 STAG3L5P STAG3L5P-PVRIG2P-PILRB STAT2 STK17A STK40 STOX2 STPG1 STRIP1 STX16 STX16-NPEPL1 STXBP5-AS1 SUCLA2 SUCLA2-AS1 SUCO SUGP1 SULF1 SUOX SYCE3 TACC2 TAGAP-AS1 TARS1 TARS1-DT TARS2 TATDN2 TBC1D10B TBC1D12 TBC1D22A TBC1D22A-DT TBC1D31 TBCB TBX18 TBX3 TCEAL4 TCERG1 TCF19 TCF4 TCP1 TCTA TDP1 TDRKH TDRKH-AS1 TEKT1 TEPSIN TERC TES TESK2 THAP10 THAP7 THAP7-AS1 THOC2 THUMPD3-AS1 TICRR TIGD5 TIMM17B TIMM44 TIPIN TJP3 TLX3 TM2D2 TMA16 TMA7 TMBIM6 TMCO1 TMCO1-AS1 TMED1 TMEM123 TMEM160 TMEM161B TMEM161B-DT TMEM184C TMEM184C-DT TMEM185B TMEM209 TMEM231 TMEM242 TMEM242-DT TMEM256 TMEM256-PLSCR3 TMEM263 TMEM30A TMEM30A-DT TMEM30BP1 TMEM33 TMEM41A TMEM45A TMEM60 TMOD1 TMSB10 TMX1 TMX2 TNFAIP8 TNFRSF10B TNFRSF10D TNKS TNPO2 TNPO3 TNRC6B TOMM20 TOMM20L-DT TOMM40L TOMM70 TOP2A TOP3A TP53BP1 TPI1P2 TPM3P9 TPRA1 TRADD TRAF2 TRAF3IP2-AS1 TRAF4 TRAF7 TRAV10 TRIB1 TRIM11 TRIM24 TRIM28 TRIM35 TRIM37 TRIM38 TRIM59 TRIM59-IFT80 TRIM68 TRIOBP TRIP4 TRIR TRMT10C TRMT112 TROAP TSC22D2 TSC22D4 TTC14 TTC14-DT TTC17 TTC23 TTC27 TTC4 TTF2 TTLL5 TTN-AS1 TTYH2 TUBA1A TUBA1C TUBD1 TUBGCP6 TUFT1 TUT1 TVP23B TXNDC12 TXNDC15 TXNIP U2AF1L4 UBA1 UBALD2 UBASH3B UBB UBC UBE2D3 UBE2D3-AS1 UBE2T UBP1 UCHL5 UHRF2 UIMC1 UNK UNKL UPRT UQCC5 USE1 USF3 USO1 USP1 USP30 USP54 USPL1 UTP3 UTP6 VAMP1 VARS2 VAV3 VKORC1 VMAC VMP1 VPS26C VPS51 VRK3 VTRNA1-1 WBP1 WBP1L WDR24 WDR36 WDR37 WDR59 WDR62 WDR74 WDR81 WEE2-AS1 WTAPP1 XBP1 XIST XPC XPO1 YBEY YIF1B YIPF3 YJU2 YME1L1 YOD1 YPEL1 YPEL3 YPEL5 ZBTB22 ZBTB40 ZBTB5 ZBTB8OS ZC3H12C ZC3H6 ZC3HC1 ZCCHC2 ZDHHC12 ZDHHC24 ZFHX3-AS1 ZFP28 ZFP28-DT ZIK1 ZNF107 ZNF114 ZNF114-AS1 ZNF117 ZNF131 ZNF136 ZNF138 ZNF140 ZNF143 ZNF146 ZNF155 ZNF160 ZNF182 ZNF217 ZNF219 ZNF221 ZNF226 ZNF227 ZNF230-DT ZNF232 ZNF232-AS1 ZNF253 ZNF26 ZNF28 ZNF284 ZNF286A ZNF286A-TBC1D26 ZNF292 ZNF302 ZNF326 ZNF337-AS1 ZNF416 ZNF417 ZNF432 ZNF433 ZNF433-AS1 ZNF436-AS1 ZNF44 ZNF441 ZNF443 ZNF451 ZNF461 ZNF480 ZNF486 ZNF493 ZNF506 ZNF519 ZNF555 ZNF561 ZNF563 ZNF564 ZNF565 ZNF566 ZNF566-AS1 ZNF568 ZNF569 ZNF570 ZNF575 ZNF579 ZNF587B ZNF599 ZNF605 ZNF608 ZNF611 ZNF613 ZNF616 ZNF625 ZNF625-ZNF20 ZNF653 ZNF66 ZNF670 ZNF670-ZNF695 ZNF675 ZNF678 ZNF680 ZNF695 ZNF700 ZNF701 ZNF706 ZNF708 ZNF71 ZNF714 ZNF718 ZNF721 ZNF726 ZNF737 ZNF761 ZNF764 ZNF765 ZNF766 ZNF780B ZNF783 ZNF799 ZNF8 ZNF8-DT ZNF8-ERVK3-1 ZNF808 ZNF829 ZNF83 ZNF841 ZNF85 ZNF875 ZNF91 ZNF93 ZRANB3 ZNF354A_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF354A_TARGET_GENES ADI1P3 BMS1P4 BMS1P4-AGAP5 CHCT1 CNN2 CWC15 DCLK1 DLL3 DUSP8P5 ENSG00000230021 ETFBKMT GGA2 GLUD1P3 KDM3A MTCO3P12 MTND5P11 NAPSB NBPF1 NRAL POLD1 RAI14 RNU6-1243P RPL22P17 S100PBP SLC33A1 TERF1P6 TMEM192 USP44 VN2R3P ZNF146 ZNF565 ZNF780A ZNF354B_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF354B_TARGET_GENES AFF4 AFF4-DT AGTRAP AIDA AKR7A2 ALDH6A1 ALG1 AMDHD2 AP5Z1 ARFGEF2 ARHGAP12 ARL8B ARMT1 ASPSCR1 ATF7IP2 ATG14 ATP6AP1 ATP6AP1-DT ATP6V0C ATP6V1C1 ATP6V1G1 ATP6V1H BAX BLOC1S1 BROX CARD8-AS1 CENPP CEP162 CLCN6 CLCN7 CLN3 CNPPD1 COA7 COLEC11 COMMD4 COMMD9 CPNE2 CSTB CTNS CTSA CTSD DNAJC8 DOHH DPP7 DVL2 ENSG00000260288 ENSG00000272008 EOGT EPS15L1 FADS2 FAHD1 FAM118B FAM21EP FAM21FP FDX2 FEN1 FNDC3A FOXM1 GAA GABARAP GALC GALNS GATB GBA1 GBAP1 GET3 GFI1B GIT2 GLA GNPTG GPATCH3 GPRASP3 GRN GTF2A1 GTF2A1-AS1 GUSBP12 HAGH HECTD3 HEXA HEXA-AS1 HNRNPH2 HPS1 IGF2R ISLR2 ITGA7 KAT5 KLHL12 LACTB2 LAMP1 LIN52 LINC01164 LINC01703 LINC01732 LINC02252 LMTK2 LRRC37A3 LYG2 MAFG MARCHF8 MCOLN1 MED28 MED28-DT METAP1D MFF MFF-DT MFSD1 MFSD5 MILIP MIR3928 MIR4766 MIR548AW MTHFR NAGLU NAGPA NEURL2 NOL8 NRBF2 NSMCE2 NUDC NUDCD3 OPLAH PAPPA PDE12 PEPD PES1 POLDIP2 PPP4R1L PPT1 QTRT1 RAB21 RAB22A RAD9A RCAN1 RCBTB1 RENBP RETREG2 RHNO1 RIMOC1 RIN3 RMND1 RNF185 RNF220 RPS29P16 RPUSD4 RUFY1 SBNO1 SBNO1-AS1 SEC24C SHPK SIRT1 SKAP2 SLC25A12 SLC35B2 SLC36A1 SLC38A7 SLC66A1 SMCR8 SNX8 SPINK9 SPNS1 SPPL3 SREK1 STRIP1 STX4 SUMF1 SUPV3L1 SYT12 TCN2 TMC6 TMEM199 TMEM258 TNK2-AS1 TOM1 TOP3A TPP1 TRAPPC2L TRMO TRMT1 TSC1 TSR3 TULP3 UBE2Q1 UBE4B UROD USF2 USP31 UTP20 VAC14 VMA21 VPS11 VPS11-DT VPS26A VPS33A VPS35L VPS41 VSIG10L VSIG10L-AS1 WASHC2A WASHC2C WASHC5 WDR81 WWP2 XKR9 ZC3H18 ZFYVE26 ZNF292 ZNF507 ZZZ3 ZNF354C_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF354C_TARGET_GENES CROCCP3 CWC25 HAPLN2 HEBP2 ITGAL-AS1 LINC00431 LUZP1 NOL6 RPL36 RRN3P1 SDC4 SNHG30 STAT6 STX4 WNT8A ZNF362_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF362_TARGET_GENES ABCG5 ABI1 ABI3BP ACP6 ACTR1B ACVR2A ADAM19 ADAR ADGRL1 AFF4-DT AFG1L AGBL2 AGPAT4 AHSA1 AKAP11 AKNAD1 AKT2 AKT3 ALG10 ALG5 ALKBH4 AMBN ANAPC16 ANKFY1 ANKRD23 ANKRD28 ANKRD31 ANKRD39 ANP32E AP2M1 AP2S1 APLP2 APOBEC3D APOLD1 ARHGAP45 ARID5A ARMT1 ARPC3 ASB5 ATF1 ATG12 ATG13 ATG4C ATIC ATOX1 ATP1B1 ATP6V1E2 ATPSCKMT BABAM1 BANF1 BARHL1 BARHL2 BCAR3 BCL11A BCL11B BCL6 BICRA BLOC1S5 BLOC1S5-TXNDC5 BLVRB BMS1P4 BNIP5 BPNT1 BRAT1 BRD8 BRPF3 BTRC C17orf100 C1orf43 C2-AS1 C20orf96 C2orf92 C4orf3 C6orf52 CACNA1A CACNB2 CALD1 CALM2 CALR CAND1 CANT1 CAST CAV2 CCDC138 CCM2 CCN2 CCNI CCT5 CCT6P3 CDC23 CDC42BPA CDC42SE2 CDK17 CDKN3 CEACAM19 CELF4 CHMP6 CISD2 CLASP1 CLASP2 CLIP1 CLN3 CNN1 COL5A1 COLGALT2 COQ3 CORO1B CPSF2 CREB1 CREB5 CREBBP CREBL2 CREM CRLF3 CRTC2 CRYZL1 CS CSNK1A1 CSNK1G3 CTC1 CTDSPL CTH CUX2 CXorf66 CYP20A1 CYP2D6 DALRD3 DAZAP2 DBNDD1 DBR1 DCAF1 DCTN6 DCUN1D3 DDX18P5 DDX27 DELEC1 DENND3 DHX29 DIP2C DKKL1 DLG1 DMAC2L DNAJC7 DNASE1 DNMT1 DPYSL3 DRAM1 DROSHA DST E2F2 EBI3 EEF2 EEIG2 EFHC1 EFHD1 EFR3B EGFEM1P EHBP1 EIF1AD ELF1 ELMO2 ELOC EMC3 EN1 ENSG00000202343 ENSG00000230960 ENSG00000247416 ENSG00000255240 ENSG00000267052 ENSG00000278356 ERAP1 ERCC1 ERG28 ERI1 ERI2 ERVK13-1 EXOSC8 FAM133B FAM13B FAM167A FAM186A FAM21EP FANK1 FANK1-AS1 FARS2 FAXDC2 FBN1 FBN1-DT FBXO16 FKBPL FKRP FLJ46284 FLVCR1 FUZ FZD9 GART GDF5 GDI2 GLO1 GLUD1P3 GLYATL1 GM2A GMFB GMNC GMPR GNAI2 GOLM2P1 GPLD1 GPR85 GSTCD GTF2I GUSB GUSBP11 GYS1 H2AC10P H2BC10 H3C8 H4C3 HARBI1 HCG9P5 HDAC2-AS2 HDAC8 HINT2 HLA-F HNRNPA1L2 HNRNPL HNRNPLL HOOK2 HOXA11-AS HOXB3 HOXB4 HOXD11 HPSE2 HS6ST1 HSPA2 ICA1L IDH3A IFI44L IGF2BP1 IGF2BP3 IL13RA1 IL6 IMPA2 IMPG1 ING3 IRAK1 IRGC ISLR2 ITGA5 JADE1 JADE2 JAKMIP2 JMJD4 JPT1 KATNAL1 KDM2B KDM2B-DT KDM4A KIF14 KIF18B-DT KLC4 KLHDC10 KLK8 KRT19 LCA5 LHX1 LHX1-DT LINC00173 LINC00518 LINC00598 LINC00649 LINC00680 LINC00680-GUSBP4 LINC01556 LINC01842 LINC02384 LINC02413 LIPT2-AS1 LNC-LBCS LPIN1 LRWD1 LSM3P2 LYRM1 LYRM4 MACROH2A1 MAF MAFF MAFTRR MAP3K10 MAP3K13 MAP3K7CL MAP4K1 MAPK6 MARCHF2 MCL1 MCUB MDH1 ME2 MED18 MED28 MED6 MEF2C-AS2 METTL16 MFN1 MIDEAS MIGA1 MIR4634 MIR4748 MIR4768 MIR548AA2 MIR5588 MIR5696 MIR615 MIR6798 MIR99AHG MIS18A MKI67 MLLT10 MOGS MORF4L2 MORF4L2-AS1 MPP2 MSANTD3 MSANTD4 MSX2 MTO1 MTPAP MTREX MTRFR MYBL2 MYCBP2-AS1 MYNN MYO19 MYO1E MZF1 NAA25 NAB1 NCAPH NDE1 NDST2 NDUFA10 NDUFA6-DT NDUFB11 NFAT5 NFKBID NICN1 NIFK-AS1 NKX2-5 NLGN1 NMB NOP56P1 NOP58 NPAS1 NPTN NR4A2 NRAV NRBP1 NSD2 NSL1 NT5M NTNG1 NUDCD3 OCEL1 ODF2L ODF4 OSBPL11 OSBPL1A OTUD5 PAGR1 PAIP2B PARP2 PATL1 PCAT19 PCBP1 PCBP1-AS1 PCNX2 PCYOX1 PDIA6 PF4 PFAS PFKFB2 PHLDB3 PIH1D1 PIK3IP1 PLA2G12AP1 PLA2G4C PLBD2 PLEKHO1 PLPP3 PMM1 PNKP PNO1 POLD3 POLR3A POLRMT PPFIA1 PPP1R13L PPP2R1A PPP5C PRDM16 PRKRIP1 PRR15 PSG11 PSMB2 PSMB4 PSMD10P1 PTPRR PXN-AS1 RAB26 RABGEF1 RABL6 RACGAP1 RAD1 RAD51B RBM10 RBM39 RBM5 RBMS2 RBPJ RCAN1 RCC2 RENBP REPIN1 REV1 RGL3 RGPD8 RHNO1 RHOBTB3 RHOQ RMND1 RN7SL183P RN7SL535P RN7SL619P RNA5SP21 RNF103 RNF149 RNU2-39P RNU6-1337P RNU6-879P RNU6-930P RPL21P122 RPL23AP53 RPL32P26 RPL39L RPLP0 RPP38-DT RPS20 RPS9 RUFY2 RWDD2B S1PR1 S1PR1-DT SAFB2 SAPCD2 SAR1A SARAF SAT1 SCN1A SCN3A SCNM1 SEMA3A SEMA6A SF1 SF3B3 SGF29 SGSM3 SHROOM3-AS1 SIAE SIN3A SIRT7 SKIDA1 SLC12A2 SLC12A2-DT SLC17A5 SLC20A2 SLC25A46 SLC29A2 SLC2A5 SLC33A1 SLC36A4 SLC8B1 SLC9A1 SLC9A3P3 SLC9A7P1 SLU7 SNAP23 SNHG16 SNHG30 SNORD13 SPA17 SPINT1-AS1 SPOP SPRED2 SPRY1 SPRY4 SPRY4-AS1 SQSTM1 SRFBP1 SRP72 SRRM1 SRSF11 SSBP1 SSR3 SSU72 ST13 ST8SIA5 STAG2 STAG3L3 STAR STARD7 STAT6 STIL STIP1 STRN4 SUB1 SULT2B1 SUPT5H SUZ12P1 SV2B SYNGR2 SYNM SYNRG SYT12 SYTL2 TACSTD2 TATDN3 TBC1D25 TBC1D5 TCF12 TCF3 TCF4 TCL6 TEAD2 TENM2 TENT2 TFAP4 TFCP2 TFF3 TGFBRAP1 TGIF1 THG1L TIAM2 TIMM44 TIMM9 TINF2 TLR5 TMC5 TMED7 TMED7-TICAM2 TMEM161B TMEM248 TMEM74B TNFAIP8L2 TNRC6A TNS2-AS1 TOMM40L TOR1B TPRA1 TPTEP2 TRABD2A TRAPPC6B TRAV39 TRIB3 TRIM11 TRIM27 TRIM36-IT1 TRIR TRMT10B TSTD1 TTI2 TTLL5 TXN2 TYK2 UBE2D4 UBE2T UCK2 UNKL UPK1A-AS1 UQCC1 UQCC4 URI1 USP18 USP33 USP54 USP6NL-AS1 UTRN VAMP8 VASP VDAC3 VHL VHLL VKORC1 VPS33B VTRNA1-1 WASHC2A WDPCP WDR19 WDR26 WDR43 WEE2-AS1 WWP1 XIAP-AS1 XPNPEP3 XRCC5 YKT6 YOD1 ZBTB22 ZBTB6 ZEB2 ZEB2-AS1 ZIC2 ZMAT1 ZMIZ2 ZMYND10 ZNF106 ZNF114 ZNF114-AS1 ZNF131 ZNF184 ZNF197 ZNF28 ZNF280D ZNF334 ZNF367 ZNF397 ZNF417 ZNF506 ZNF521 ZNF536 ZNF596 ZNF638 ZNF689 ZYX ZZZ3 ZNF37A_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF37A_TARGET_GENES ACKR2 ACVR1C ADAP2 ADCY6 ADCY6-DT ADGRE1 ALDOA ANKRD10 ANO8 ANXA11 AREG ARID1A BAD C11orf68 C1orf159 C1orf220 CACNB2 CBFA2T2 CBX3P4 CCDC107 CERCAM CLEC2L COL6A4P2 CPT1A CRYBG1 CXXC4 CYP4F22 DAPK1 DLST DNAH10 DOK4 DRAP1 DUBR DUX4L18 EDARADD EDEM3 EIF2B4 ENSG00000230021 ENSG00000267665 ENSG00000268403 EPHB1 ERGIC2 FABP5P3 FADS2 FAR2 FBXL14 FBXO44 FGFR3 FKBP4 FNBP1P1 FOXN3 FRMD3 GALT GBA1 GCHFR GDPD5 GNAQ GNB4 GPR137 GRHPR GTPBP3 GUSBP2 HCG15 HERC5 HERPUD1 HIGD1A HINT1 HLA-DMA IFI44L IGSF23 ITFG2-AS1 KANK1 KANSL3 KMT2C LINC00240 LINC00486 LINC00882 LINC01387 LINC01596 LINC01965 LIPT2 LITAF LRP6 LRRC49 LRRC8D LRRC8D-DT MBNL3 MCRIP2 METTL26 MSI2 MT-CO1 MT-TQ MT-TW MTCO3P12 MTFR1L MTND5P11 MUC1 MUC6 MYO1F NEK7 NKX3-1 PDE11A PDE3A PGK1 PITPNC1 PLEKHM1 PNRC1 POGK POLD3 POU2F2 PRICKLE2 PTPN21 PXK RBM17 RNA5SP18 RNA5SP482 RPS7 SAMD4A SAT2 SDAD1P1 SEC14L6 SEZ6L SF3B2 SGSM1 SHBG SIGMAR1 SLC23A1 SMARCD2 SMG1P2 SNX17 ST8SIA4 SUZ12P1 TBC1D5 TEFM THAP10 TMBIM4 TNKS2-DT TP53I11 TPBGL-AS1 TRIM8 TRIM8-DT TRMT9B TUBB2A USP2 UTRN VDAC1 VPS26A VWA7 WSCD2 ZBTB7B ZFAND3 ZFAND3-DT ZFP64 ZNF143 ZNF219 ZNF226 ZNF584 ZNF620 ZNF793 ZNF391_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF391_TARGET_GENES ABCA17P ABCA3 ADAM15 ADAT2 ADAT3 ADD1 ADD3 ADD3-AS1 ADGRE5 AFMID AGO3 AJUBA AJUBA-DT ALDH1A2 ALDH6A1 ALG1 ALG10B ALG3 ALKBH3 ANAPC16 ANKRD18B ANKRD24 ANO6 AP1G1 AP2S1 AP3S2 AP4M1 APOM APTX ARF6 ARFGEF2 ARHGAP28 ARHGEF12 ARID1A ARID1B ARID5B ARMH3 ASCC1 ASPHD1 ATAD2 ATAD2B ATP2B1 ATPSCKMT ATXN7L3-AS1 AURKAIP1 AURKB B4GALT1-AS1 B4GALT7 B4GAT1 B4GAT1-DT BABAM2 BACH1 BAG6 BANF1 BBS1 BBS7 BBS7-DT BBX BCAN-AS2 BCAR3 BCL7A BLMH BLOC1S1 BLOC1S6 BMS1 BMS1P4 BMS1P4-AGAP5 BMT2 BRD2 BRPF1 BRPF3 BRWD3 BSDC1 BUB1B C10orf88B C11orf68 C11orf80 C11orf96 C17orf58 C19orf53 C4orf48 C5orf15 CAB39L CABIN1 CACYBP CADM4 CALM1 CALR CAMK2N2 CAPN7 CASP2 CAST CBX4 CCBE1 CCDC106 CCDC107 CCDC136 CCDC144BP CCDC159 CCDC171 CCDC174 CCDC192 CCDC33 CCDC77 CCDC97 CCN1 CCNE2 CCNL1 CCT5 CCT6B CD2AP CD2AP-DT CDC25C CDC37 CDC42EP4 CDC42SE1 CDC73 CDCA7 CDK1 CDK11A CDK19 CDK5RAP1 CDK6 CDKAL1 CDKN3 CDNF CEBPG CELSR3 CENPP CENPU CEP250 CEROX1 CFAP410 CFAP418 CHD1L CHEK1 CHIT1 CHST15 CIDECP1 CITED2 CKMT2-AS1 CLDN6 CNIH3 CNN3 CNN3-DT CNOT6 COL1A1 COL6A4P1 COMMD5 COPS7B COQ3 COQ4 COX16 CPEB4 CPVL CRCP CRK CRLS1 CSNK1D CSTF2T CTNNB1 CTSA CUL2 CWC27 CYP51A1 CYP51A1-AS1 CYTH2 CZIB CZIB-DT DBNL DBR1 DCAF1 DCLK1 DCP1A DCP2 DDN DDX39B DDX39B-AS1 DDX51 DDX55 DERL2 DHX33 DHX33-DT DICER1 DICER1-AS1 DISC1 DISP3 DLK2 DLL4 DMAP1 DNAAF3 DNAI4 DNAJA1 DNAJB12 DNAJC3-DT DNAJC6 DNPH1 DOC2A DOK4 DPH7 DPP8 DPP9 DRAP1 DRG2 DUS1L DVL2 DYNC2I2 E2F2 ECE2 EDC4 EEF2 EFCAB7 EFHC1 EFNA3 EFNB2 EGR2 EIF1AD EIF2B3 EIF2D EIF3F EIF3G EIF4A2 EIF4G2 ELK4 ELP2 ELP3 EMC1 EMC3 EMC3-AS1 ENPP3 ENSG00000232995 ENSG00000235480 ENSG00000246308 ENSG00000247416 EP300 EPB41L4A-AS1 EPHB1 EPOR EPS8L1 ERAP1 ERCC6L2 ERCC6L2-AS1 ETS2 ETV2 EXD2 EXOC3 EXOSC3 EXTL3 FAM131B FAM133B FAM13B FAM13B-AS1 FAM172A FAM200A FAM234A FAM24B FAM43A FAM53C FAM76A FAM83G FAM98C FANCD2 FASN FBXL16 FBXO27 FBXW11 FBXW8 FCHSD2 FGD5-AS1 FGFR1OP2 FIRRE FLNA FLT3LG FOSL2 FOXRED1 FRMD4B FRMD5 FRS3 FSCN1 FTCD FZD1 FZD2 GABARAP GABPB2 GALNT16-AS1 GAMT GATA6 GATA6-AS1 GBA1 GCAT GDF5 GEMIN6 GEMIN8 GFI1B GFM1 GFM2 GGA1 GGN GIN1 GINS3 GIPC1 GIT1 GLI3 GLUD1 GLUD1P3 GMNN GNAI2 GNAL GNAQ GNB2 GNL1 GNL3 GOLGA3 GPR89A GPS2 GRK6 GRPEL2 GSTCD GTF2A1 GTF2A1-AS1 GTF2B GTF2IP12 GTF3C5 GUCD1 GUSBP1 H1-10 H2AC12 H2AX H2BC12 H2BC18 H2BC26 H3C1 H4C3 H4C5 H4C8 HAP1 HAUS8 HDAC1 HELLS HEMK1 HES4 HEXA HEXA-AS1 HEXIM1 HIF1AN HIVEP3 HMG20A HNRNPUL1 HOOK2 HOXB3 HOXC-AS1 HOXC5 HOXC9 HOXD3 HSDL2-AS1 HSP90AB1 HSPA14 HTR3A HTR5A HUS1 HYCC1 ICA1L IDI1 IGF1R IGF2BP3 ING1 INHA INTS12 INTS13 INTS14 IRF1 IRF5 IRF9 IRS4 ISG15 ISG20L2 ISLR2 ISOC1 ITGA7 ITGB3BP JAK2 JMJD4 JOSD1 JPX KANSL1 KAT6A KAT6B KATNAL1 KBTBD4 KCNB1 KCNK1 KCNK5 KCNQ4 KCTD10 KCTD21 KDM1A KDM4A-AS1 KDM5A KDSR KIAA0319L KIAA1586 KIAA1958 KIF20B KIF9 KLC1 KLHDC9 KLHL18 KLHL22 KLHL32 KPNA1 KPNB1 KPNB1-DT KRT19 LAMP1 LAMTOR5 LAMTOR5-AS1 LGI4 LIN52 LINC00431 LINC01012 LINC01132 LINC01144 LINC01275 LINC01664 LINC01775 LINC02585 LMF1 LRCH3 LRP6 LRRC49 MACO1 MAML3 MAP3K13 MAP3K5 MAP3K7 MAP3K8 MARCHF4 MAX MAZ MCM7 MCM8-AS1 MCOLN1 MCOLN3 MCPH1-AS1 MDM2 MED23 MEPCE METTL15 METTL9 MFN2 MGAT4B MIB2 MICB MIDN MIER1 MIIP MIR1273C MIR1302-3 MIR194-1 MIR3143 MIR3178 MIR3677HG MIR4479 MIR4530 MIR4634 MIR4674 MIR4734 MIR5188 MIR548AL MIR548AW MIR615 MIR646HG MIS12 MKRN2 MLEC MLLT10 MNAT1 MND1 MPHOSPH9 MPI MPLKIP MROH8 MRPL1 MRPL13 MRPL38 MRPL39 MRPL44 MRPS31 MRPS31P4 MRPS31P5 MTBP MTERF4 MTF2 MTFR2P2 MTG1 MTHFD1L MTMR9 MTRFR MVK MXI1 MYG1 MYL6 MYL6B-AS1 MYO3A MYO9B NAF1 NAGK NAGPA NALT1 NAV2 NAV2-AS6 NBN NBPF19 NBPF25P NCAM1 NCDN NCL NCOR2 NDUFA10 NDUFAF1 NDUFAF6 NDUFC1 NDUFS3 NECTIN1 NECTIN1-DT NEIL1 NELFA NELFE NEURL2 NFE2L1 NFE2L2 NFIA NFKB1 NICN1 NID2 NKAPD1 NKILA NKIRAS1 NLRX1 NME1 NME1-NME2 NME2 NOC4L NOL12 NOL8 NOP16 NOP56 NOSIP NOTCH1 NOTCH2NLA NPC1 NR2C2 NR2F6 NR3C2 NR4A3 NRF1 NSA2 NSFL1C NUDT18 NUF2 NUFIP2 NUS1 NUTM2A-AS1 OAZ1 OBSL1 OCEL1 OGDH OGFRL1 OGT OLFM1 OPTN OSBPL1A OSR2 OTOP2 PAFAH2 PAK1 PANK1 PANK1-AS1 PARL PAWR PBRM1 PCCA PCCA-DT PCLAF PDE6D PDIK1L PDS5A PDXK PEAK1 PEX3 PFKFB4 PGBD2 PGM2L1 PHF13 PHF20 PHIP PHKA2 PIH1D2 PIP5KL1 PLBD2 PLCD3 PLCXD1 PLEKHA8P1 PLXDC1 PMEPA1 PNP PNPLA3 POLE2 POLE4 POLR2A POLR2B PPIP5K2 PPM1H PPP1R2 PPP1R3B PPP2R3A PPP2R5C PPP6R1 PRDM6 PRECSIT PREP PREX2 PRICKLE2-AS3 PRIM1 PRKAA1 PRKCI PRKG1 PROX1 PROX1-AS1 PRR3 PRRC2A PRRG2 PSIP1 PSMD11 PSMD4 PSMG3 PSMG3-AS1 PSTK PTCH1 PTK7 PTOV1 PTOV1-AS1 PTP4A2 PTPN12 PYGB PYM1 QRSL1 R3HCC1 RAB11FIP5 RAB2B RAC1 RAD51 RAD51-AS1 RAPGEF6 RBBP5 RBFOX2 RBKS RBM28 RBM42 RBPMS RBPMS-AS1 RCOR1 RCOR3 RELL1 REV3L REXO4 RFC4 RFX1 RGS5 RGS9 RHCE RHOT1 RIMKLB RIN3 RN7SL1 RN7SL446P RNF150 RNF24 RNF43 RNH1 RNPS1 RNU6-1039P RNU7-27P RPL11 RPL15 RPL18 RPL23AP82 RPLP1 RPN2 RPS15 RPS29 RPS4X RPS8 RPSAP31 RRM1 RRM2 RTEL1 RTEL1-TNFRSF6B RTN4IP1 RTTN S100A2 S100PBP SAR1A SAR1B SARAF SBDS SCAMP4 SCAND3 SDC4 SEC14L1 SEC22B SEC22C SEMA6A SEMA6D SEMA7A SEPTIN6 SEPTIN7P14 SETD1A SETD5 SETDB2 SF3A3 SFSWAP SGSM1 SH3PXD2B SHTN1 SIGIRR SIK2 SIK3 SIX5 SLBP SLC1A5 SLC24A1 SLC25A23 SLC25A37 SLC25A53 SLC2A4RG SLC35E2A SLC35E2B SLC39A11 SLC39A13 SLC39A3 SLC39A6 SLC39A8 SLC44A1 SLC4A1AP SLC7A5P1 SLCO5A1 SLFN12 SMAD6 SMAP2 SMARCC2 SMARCD2 SMARCE1 SMG1P2 SMG1P3 SMG7 SMG7-AS1 SNAP47 SNHG11 SNHG12 SNHG17 SNHG6 SNHG7 SNORA13 SNORA16A SNORD55 SNORD84 SNRPD3 SNX10-AS1 SOX8 SPAG4 SPAG5 SPAG5-AS1 SPAG9 SPHK2 SPRED3 SQSTM1 SRCAP SREK1IP1 SRFBP1 SRGAP3 SRM SRPRA SRSF6 SRSF7 SSBP1 SSBP2 ST13 ST3GAL3 ST6GALNAC6 ST8SIA1 STARD13 STAT3 STAT6 STC2 STMN3 STT3B STX16 STX16-NPEPL1 STX18 STX18-AS1 SUDS3 SUGCT SUGT1P4 SUGT1P4-STRA6LP SUGT1P4-STRA6LP-CCDC180 SUMF1 SUPT7L SUPV3L1 SYNCRIP TAB2 TACO1 TAGLN2 TARBP2 TARS2 TASOR TBC1D19 TBPL1 TBX20 TCF3 TCF4 TENM3 TENM3-AS1 TENT5B TFRC TGFBR3 TGS1 THAP7 THAP7-AS1 THUMPD3-AS1 TIAM1 TIMM44 TJP3 TK1 TLE2 TLE3 TM7SF3 TMCC2 TMEM101 TMEM121B TMEM14B TMEM14B-DT TMEM167B TMEM167B-DT TMEM198B TMEM242 TMEM242-DT TMEM255A TMEM68 TMEM74B TNNT1 TNNT2 TNPO2 TNRC6C TNS1 TOMM22 TOMM22-DT TOP3B TOX4 TPI1 TRAF2 TRAF3IP2-AS1 TRDMT1 TRIM33 TRIM45 TRIP4 TRIP6 TRMT1 TRUB2 TSC1 TSC22D4 TSFM TSHZ2 TSKU TSKU-AS1 TTC26 TTLL7 TUFT1 UBB UBC UBE2E1 UBE2H UBE2H-DT UBE2Q1 UBE3B UBE3C UBTF UBXN2A UGGT2 UNKL UQCC6 USH1G USP21 USP22 USP3 USP30 USP35 USP54 UTS2B UXT VAMP1 VCL VDAC1 VDAC2 VEGFA VPS25 VPS33A VPS51 VPS9D1 VTRNA1-2 VWA5B2 WDR11 WDR11-DT WDR26 WDR37 WDR47 WDR83 WDR83OS WDTC1-DT WEE2-AS1 WLS WWTR1 XKR6 YAP1 YARS1 YJU2 YTHDC1 YWHAZ ZBED9-AS1 ZBTB1 ZBTB25 ZBTB4 ZCCHC2 ZCCHC24 ZCCHC4 ZCCHC9 ZCWPW1 ZFP30 ZFP36 ZFP64 ZIC2 ZKSCAN3 ZNF181 ZNF205 ZNF213-AS1 ZNF260 ZNF276 ZNF3 ZNF335 ZNF345 ZNF382 ZNF383 ZNF433-AS1 ZNF569 ZNF570 ZNF581 ZNF585B ZNF609 ZNF629 ZNF771 ZNF790 ZNF827 ZSCAN16-AS1 ZNF394_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF394_TARGET_GENES AAGAB AASDH ABCD3 ABCF2 ABHD6 ACACA ACADVL ACER3 ADA ADAM10 ADAMTS1 ADAMTSL4-AS1 ADAP2 ADAR ADAT2 ADCYAP1 ADGRF2 AFTPH AFTPH-DT AGMAT AHCYL1 AK5 AKAP9 ALDH1A2 ALG14 ALKBH3-AS1 ALOX12P2 ALOX15 AMPH ANAPC2 ANGEL1 ANGPTL6 ANKRD10 ANKRD13B ANKRD40 ANKS1A ANO5 ANXA11 AP1S1 AP1S3 AP3S1 AP3S2 APC APOA1-AS AQP4 ARAP3 ARF4 ARFRP1 ARHGAP1 ARHGAP31-AS1 ARHGEF7 ARHGEF7-AS2 ARID4B ARIH2 ARL6IP1 ARMH3 ARMT1 ARPC1A ARPC4 ARPC4-TTLL3 ARPC5 ARRB2 ARRDC1 ARTN ASPHD1 ASS1P5 ATAD1 ATF7 ATF7-NPFF ATF7IP ATG12 ATP23 ATP7A ATP9B ATXN7L3-AS1 AURKB AUTS2 B3GALNT2 B3GNTL1 BATF2 BAZ1A BBIP1 BBLN BBX BEST3 BIVM BORCS6 BPNT2 BRD3OS BRD9 BRWD1 BRWD1-AS2 BTBD19 BTG1 BTG1-DT C17orf58 C1S C1orf109 C1orf87 C21orf62-AS1 C2CD5-AS1 C4orf46P2 C6orf120 C6orf141 C7orf25 C7orf50 CA8 CAAP1 CACNG8 CALM1 CAP2 CASTOR3P CATSPERG CBLN3 CBR3-AS1 CBX4 CCBE1 CCDC159 CCDC169 CCDC169-SOHLH2 CCDC40 CCDC47 CCDC65 CCDC88A CCL4 CCNB2 CCNC CCT6B CD101-AS1 CD160 CD63 CD99 CDC42 CDK4 CDKN2A CDKN2AIPNL CEACAM21 CEBPD CENPV CEP104 CEP44 CEP85 CFAP298 CFAP298-TCP10L CFAP299 CFL1 CFL1P1 CHCHD7 CHD9NB CHGB CHP1 CHST10 CHST3 CHSY3 CIAO2A CIAPIN1 CLCN3 CLDN23 CLDN4 CLHC1 CLIC5 CLN8-AS1 CLPTM1L CLVS2 CMAS CMKLR2-AS CNKSR3 CNNM1 CNNM2 CNOT8 CNR1 CNTNAP2 COIL COL4A2 COL6A1 COMMD3 COMMD3-BMI1 COP1 COP1-DT COPS3 COPS5P1 COPS6 COQ10A COQ9 CORO1C CPOX CPSF3 CREB3L1 CREB3L2-AS1 CROCCP3 CRYBG1 CTBP2 CTNNA2 CTR9 CWC25 CXADR CXCL16 CXXC1 CYB561D2 CYP1B1-AS1 CYP2A7 CYP2S1 DAZAP2 DCAF4 DCLRE1A DCUN1D3 DDX39A DDX42 DENND4A DEPDC1B DFFB DHCR7 DHDDS DHRS9 DHTKD1 DHX8 DHX9 DLK2 DMAC2L DMRT3 DNA2 DNAAF3 DNAI4 DNAJC5B DNM1L DNMT1 DOC2GP DOP1B DOT1L DRD4 DSE DST DST-AS1 DTWD1 DUS2 DUSP12 DYNC2I2 DYRK1A DZIP1 DZIP1L EBI3 ECM1 EDRF1 EDRF1-DT EEF1AKMT2 EEF1G EFCAB7 EFL1 EIF2AK2 EIF2S3 EIF3F EIF3H EIF4A3 EIF4B EIF5 ELAC2 ELOA ELOVL6 EME2 EMILIN2 ENC1 ENHO ENKUR ENOPH1 ENOX1 ENPP5 ENSG00000187951 ENSG00000200235 ENSG00000202059 ENSG00000230021 ENSG00000235480 ENSG00000265246 EPCAM EPS8 ERG28 ERMAP ESCO2 ESPN ETS2 ETV4 EXD1 EXOSC2 EXTL2 EYA4 EZR FAAP100 FABP5P3 FAM13A FAM162A FAM21EP FAM227A FAM227B FAM230G FAM83G FAM89A FAM98B FASTK FASTKD2 FAXDC2 FBXO38 FBXO38-DT FBXO8 FCHO2 FES FGFRL1 FHAD1 FHIP2B FHL1P1 FITM2 FMN2 FMO5 FNBP1P1 FOXP1-AS1 FRA10AC1 FRAS1 FRG1HP FRMD7 FRYL FSCN1 FSD1 FUT3 FYN FYTTD1 GABARAPL3 GALNTL5 GAS1 GAS8 GASK1A GCNT1 GDF9 GDI2 GDPD5 GFI1B GGA1 GGPS1 GIGYF2 GINS3 GIT2 GLCCI1 GLCCI1-DT GLG1 GLMP GLRX5P2 GLUL GMPS GNA12 GNAL GON4L GPLD1 GPR32P1 GPR37 GPS2 GRAMD2A GRWD1 GSE1 GSTCD GTF2B GTF2E2 GTF2I GUCY1A1 GXYLT2 H1-10 H2BC11 H2BC18 H2BC4 H3P10 H3P44 H4C8 HAPLN2 HCST HDAC1 HDAC2-AS2 HDAC5 HDHD5 HDHD5-AS1 HEBP2 HELZ HELZ2 HEMK1 HEXIM1 HEY2 HEY2-AS1 HIPK1 HIPK1-AS1 HK2 HMG20B HMGB1 HMGCLL1 HMGN5 HNRNPDL HNRNPL HNRNPMP2 HOMER1 HOXA11-AS HOXA9 HOXC4 HOXC5 HOXD8 HPSE HS3ST1 HSDL2 HUS1 ID2 ID2-AS1 IDE IGSF11 IGSF21 IKBKB IKBKB-DT IL15RA IL16 IL17RA ILDR1 IMPA1 IMPDH1 INAVA INO80E INPP5D INSYN2A INTS12 INTS4 INTS6L-AS1 IPCEF1 IQCH ISCA1 ITGAL-AS1 ITGB1BP1 ITGB3 ITGB3BP ITGB8 ITIH3 ITPKA JAZF1-AS1 JHY JOSD1 JTB KANSL1 KANSL1-AS1 KAT6A KAT8 KBTBD11 KCNH3 KCNN2 KCTD11 KDELR1 KDM2A KDM5C KHNYN KIAA0586 KIF14 KMT2D KRR1 KRT16P1 KRT18P45 KRT8 KRTCAP2 LACTB2-AS1 LAMP1 LCK LDLRAD4 LEF1 LENG8 LENG8-AS1 LHFPL2 LIM2-AS1 LINC00240 LINC00431 LINC00466 LINC00581 LINC00921 LINC01003 LINC01013 LINC01033 LINC01132 LINC01235 LINC01359 LINC01485 LINC01547 LINC01641 LINC02240 LINC02352 LINC02390 LINC02576 LINC02598 LINC02634 LINC02848 LINC02985 LIPA LPGAT1 LRIG3 LRIG3-DT LRP12 LRP1B LRRC3-DT LRRC37B LRRC41 LRRC45 LRRN4 LTBP4 LTK LUZP1 LY6G6E LYPLA2P1 MAD2L1BP MAIP1 MAL2 MAML3 MAN1A2 MANEA MANEA-DT MAP3K8 MAP4K3-DT MAP4K5 MAPK14 MAPK8IP3 MAPKAP1 MAST1 MASTL MATR3 MB MBTPS2 MCAM MCM4 MCM8 MDH1B MDM2 MEAK7 MED21 MEF2A MEN1 MFSD10 MGAT4B MIA2 MIA2-AS1 MIGA1 MIR3162 MIR3529 MIR3611 MIR3908 MIR3912 MIR4510 MIR4632 MIR4638 MIR4665 MIR4674 MIR548AW MIRLET7I MIRLET7IHG MIX23 MLST8 MMD MMP16 MOB4 MORF4L1P5 MOSPD1 MRPL41 MRPL44 MRPL48 MRPL52 MRPL57 MRPS34 MSC MSC-AS1 MTBP MTCH2 MTCL1 MTCO3P12 MTFMT MTG1 MTHFD2 MTMR8 MTND1P14 MTND5P11 MTO1 MTOR MTTP MUC12-AS1 MUC3A MXRA7 MYBBP1A NAGLU NAPSA NARS2 NBAS NBN NCBP2 NCBP2AS2 NCK1 NCK1-DT NCOA2 NDST4 NDUFA12 NDUFC2 NDUFC2-KCTD14 NDUFS7 NECAP2 NEDD4 NEK3 NELFE NEO1 NEXN NFATC4 NFKBID NHLRC2 NIPA2 NLE1 NLGN1 NLN NLRP14 NOL6 NOP14-AS1 NOP58 NOTCH1 NOTCH2 NOVA1 NOVA1-DT NPAT NPHP3 NPHP3-ACAD11 NPM1 NPRL2 NPRL3 NR1H3 NR2F2 NR4A1 NRIP1 NRN1 NTAN1 NUBP1 NUCB1-AS1 NUP54 NUP88 NXT1 OR1X5P OSBPL11 OTUD6B OTUD6B-AS1 OXCT1 PABPN1 PAK1 PARP10 PASK PAXBP1 PAXX PBX2 PCBP1-AS1 PCDHB2 PCLAF PCNP PDE11A PDE8A PDLIM5 PDS5B PDXK PDZD7 PEF1 PEF1-AS1 PEX3 PFAS PFKFB3 PGAM1 PHB2 PHF10 PHF11 PHF12 PHF21A PHGDH PHLDA1 PHLDA1-DT PHLPP1 PHRF1 PIK3R4 PIPOX PKD2L2 PKD2L2-DT PKNOX1 PKNOX2 PKNOX2-DT PLA2G15 PLA2G4C PLAC1 PLCB2 PLCH2 PLEKHM3 PLXND1 PMM1 PNKP PNPLA7 POC1A POGLUT2 POLI POU4F1 PPATP1 PPFIA2 PPIAP93 PPM1B-DT PPM1L PPOX PPP1CA PPP1R12A-AS2 PPP1R12B PPP1R14C PPP1R18 PPP1R21 PPP1R21-DT PPP1R3D PPP1R42 PPP1R7 PPP2R1B PPP2R2C PPP2R5E PPP3R1 PPP4R1 PPP6R3 PRC1 PRDX1 PRDX2 PRECSIT PRKDC PRORP PRR14 PSMB2 PSMC2 PSMC3 PSMD3 PSMF1 PTGFRN PTGR2 PTK2B PTPN2 PTPN23 PVT1 PYGL QSER1 R3HCC1L RAB10 RAB5C RAB9A RAC3 RAD51C RAD54B RAPGEFL1 RASEF RB1CC1 RBFOX3 RBM45 RBMS2 RCAN1 RCOR1 RDH11 RECQL5 RERE REXO4 RFC1 RFC4 RHOQ RIMKLB RIMS2 RIPOR1 RIPOR2 RIPPLY2 RMND1 RN7SKP114 RN7SKP270 RN7SL2 RN7SL555P RN7SL688P RN7SL93P RNA5SP21 RNA5SP474 RND1 RNF13 RNU1-101P RNU1-38P RNU1-6P RNU4-62P RNU5B-1 RNU6-1003P RNU6-1340P RNU6-166P RNU6-386P RNU6-612P RNU6-847P RNU6-916P RNVU1-22 ROBO1 RORA RPAIN RPL23A RPL30P11 RPL32P27 RPL36 RPL36AL RPL36P2 RPL39P18 RPL41 RPN2 RPS27L RPS27P6 RPS29P16 RPS4X RPS6KA2 RPS7 RRAS RRP12 RSRC1 RTKN RTN1 RUBCN RUNDC3A RUNDC3A-AS1 RYR3 S100A13 SALL2 SAP130 SAR1A SARNP SAXO2 SCAF11 SCARB1 SCART1 SCD SCG3 SCN1B SCN3B SDAD1P3 SDC4 SEC22A SEC22B SEC24B SENP8 SEPTIN1 SEPTIN10 SEPTIN11 SEPTIN6 SERP1 SERPINF1 SETD7 SEZ6L2 SF3A3 SFT2D2 SFT2D3 SGK3 SGSH SH2B3 SH3BGRL SHOC2 SHOX2 SINHCAF SKA3 SKIDA1 SKOR1-AS1 SLC12A9 SLC12A9-AS1 SLC16A1 SLC16A1-AS1 SLC1A5 SLC22A11 SLC25A16 SLC25A39 SLC26A11 SLC26A6 SLC29A2 SLC2A1 SLC2A1-DT SLC30A7 SLC38A2 SLC38A5 SLC39A3 SLC44A1 SLC46A1 SLC6A1 SLC7A7 SLC7A8 SLC9A1 SLCO2A1 SLFN12 SLX9 SMAD5 SMARCA2 SMARCD2 SMCR2 SMG5 SMG7 SMG7-AS1 SMG8 SMIM10 SNAI1 SNAP25 SNHG11 SNHG12 SNHG16 SNHG25 SNHG30 SNHG31 SNHG7 SNORA16A SNORA28 SNORA50C SNORD104 SNORD1C SNORD42B SNORD81 SNRNP35 SNRPC SNRPD1 SNX1 SNX14 SOAT1 SOWAHC SOX6 SOX9-AS1 SP1 SPAG7 SPATS2L SPCS2 SPEG SPRED2 SPTB SQSTM1 SRP68 SRRM1 SRSF1 SRSF10 SRSF8CP SSBP1 SSX7 ST6GALNAC3 STAT1 STAT6 STON2 STRADB STRAP STRN STX16 STX16-NPEPL1 STX18 STX18-AS1 STX4 SUCLG2 SUCLG2-DT SULF2 SUPT5H SURF1 SURF2 SVOP SYCE1L SYCE2 SYNGAP1 TAB1 TAF1B TAFA2 TARBP1 TARBP2 TARS2 TBC1D4 TBC1D7 TCEAL8P1 TEFM TEX14 TEX43 TEX45 TFDP1 TGFB1 TGFBI THG1L THNSL1 THTPA TIMM9 TM2D1 TMC6 TMEM101 TMEM130 TMEM183A TMEM19 TMEM191A TMEM191B TMEM191C TMEM216 TMEM229B TMEM41A TMEM59L TMEM98 TMTC2 TNFAIP8 TNFRSF10B TNFRSF12A TNFRSF1B TNKS1BP1 TNRC18 TNRC6C TOB2P1 TP53INP2 TPGS1 TPM4 TPM4P1 TPRXL TRABD2A TRAK2 TRAM1 TRAPPC10 TRAPPC9 TRAV15 TRIB1 TRIB3 TRIM14 TRIM15 TRIM35 TRIM36 TRIM37 TRIM38 TRIM41 TRIM46 TRIM55 TRIM65 TRIP13 TRIP4 TRMT10A TRMT6 TRPC4 TRPC6P1 TRPM6 TSC1 TSR2 TTC1 TTC28 TTF2 TTLL13 TTLL3 TUBB2B TUBGCP4 TUT1 TWSG1 TWSG1-DT TXNDC11 TXNRD1 TYK2 TYRO3 TYW5 UBAP2 UBAP2L UBE2L3 UBR7 UBTF UGDH UGDH-AS1 UIMC1 UPF3AP1 UQCC2 UQCRH USP15 USP18 USP4 USPL1 UTP14A UTP4 VGLL3 VOPP1 VPS28 VPS39 VPS4B VPS50 WASHC2A WASHC3 WDR1 WDR27 WDR31 WDR45 WDR73 WDR74 WDR90 WEE2-AS1 WIF1 WNT8A WWTR1 XPO1 XPO7 XRN2 XRRA1 YAP1 YAP1P1 YEATS2 YME1L1 ZBTB18 ZBTB25 ZC3H6 ZCCHC2 ZDHHC12 ZFAND2A ZFAND2A-DT ZFPM2 ZGPAT ZKSCAN2 ZNF131 ZNF148 ZNF214 ZNF225 ZNF225-AS1 ZNF233 ZNF251 ZNF263 ZNF271P ZNF280C ZNF286A ZNF286A-TBC1D26 ZNF286B ZNF324B ZNF346 ZNF408 ZNF462 ZNF48 ZNF518A ZNF546 ZNF564 ZNF581 ZNF608 ZNF675 ZNF687 ZNF687-AS1 ZNF697 ZNF700 ZNF775 ZNF793 ZNF793-AS1 ZNF846 ZNF852 ZNF863P ZNF892 ZSCAN2 ZSCAN29 ZSCAN30 ZNF404_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF404_TARGET_GENES ACER3 ALDOA CROCCP3 FES HEBP2 IGSF21 KAT8 KLHDC9 LINC01235 MED21 MTFMT MTO1 NCKAP1L NOL6 PFAS RND1 RRN3P1 SNHG30 STAT6 TRIM15 TTC1 ZNF407_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF407_TARGET_GENES A2MP1 AAAS AAR2 AARSD1 ABALON ABCA7 ABCB9 ABHD11 ABHD13 ABHD16A ACAD10 ACAD8 ACADSB ACD ACOX1 ACOX3 ACOXL ACTMAP ACTN2 ADAL ADAMTS6 ADAT2 ADGRE3 ADGRG1 ADO ADRA1A AEBP2 AFF4 AFF4-DT AGBL5 AGBL5-AS1 AGGF1 AGPAT1 AGTRAP AHCYL1 AHDC1 AIDA AK2 AKAP11 AKAP3 AKAP8L ALDH1A2 ALDH6A1 ALDOA ALG1 ALG14 ALG9 ALKBH2 ALKBH6 ALOX12-AS1 ALS2 AMOT ANAPC13 ANG ANKHD1 ANKHD1-EIF4EBP3 ANKIB1 ANKMY2 ANKRD13A ANKRD17 ANKRD34A ANKRD36 ANKZF1 ANO1 ANO10 ANO6 AOC4P AP1S1 AP2A1 AP3B1 AP4B1 AP4E1 AP4S1 AP5M1 AP5S1 APEX1 APH1A APIP APOBEC3D APOBEC3F APOBEC3G APOO APOOL ARF4 ARF4-AS1 ARF6 ARFGAP2 ARFGEF1 ARFGEF1-DT ARFGEF2 ARHGAP11A ARHGAP11A-DT ARHGAP11B-DT ARHGAP29 ARHGAP6 ARHGEF12 ARHGEF26 ARID1B ARID3C ARID5A ARL16 ARL3 ARL5A ARL5AP1 ARL5AP5 ARL5B ARL6IP6 ARMC1 ARMC5 ARMC6 ARMCX6 ARPC1A ARPC1B ARPC4 ARPC4-TTLL3 ARPC5 ARV1 ASAH1 ASAH1-AS1 ASAH2B ASB3 ASB7 ASXL1 ATAD3A ATAD3B ATAD5 ATF1 ATF2 ATF4 ATF5 ATF6 ATF6-DT ATG3 ATG4A ATG4B ATG4C ATG9A ATP13A4 ATP1A1-AS1 ATP5PF ATP5PO ATP6V0B ATP6V1C1 ATP6V1F ATP6V1G1 ATP6V1H ATP8A1 ATP8A1-DT ATP8B1-AS1 ATPAF2 ATPSCKMT ATR ATRN B4GALT3 B4GALT4 B4GAT1 B4GAT1-DT B9D1 BABAM1 BAG6 BAGE2 BANP BARD1 BAX BAZ1B BBIP1 BBS1 BBS5 BCAR3 BCCIP BCL2L13 BCL6 BCR BDNF-AS BIN1 BLMH BLOC1S1 BLOC1S6 BMERB1 BMF BMS1P4 BMS1P4-AGAP5 BNIP1 BOD1L1 BORCS7 BORCS7-ASMT BRAP BRD7 BRIP1 BRIX1 BROX BRPF1 BSDC1 BSG BSG-AS1 BTD BTN2A2 BUD13 BUD13-DT BYSL BZW2 C12orf57 C17orf58 C17orf75 C19orf38 C19orf47 C1orf131 C1orf174 C1orf220 C1orf53 C20orf96 C21orf62-AS1 C2CD2 C2CD3 C2orf42 C5orf52 C9orf43 C9orf72 CA13 CABIN1 CALCOCO1 CALR CAPG CAPN10 CAPN10-DT CAPRIN1 CAPS2 CARD8 CARF CASP9 CCAR1 CCDC103 CCDC107 CCDC13 CCDC142 CCDC150 CCDC159 CCDC18 CCDC24 CCDC33 CCDC47 CCDC74A CCN1 CCND3 CCNT1 CCNT2 CCNT2-AS1 CCT3 CCT5 CCT6A CD164 CD70 CDC123 CDC14A CDC20 CDC20-DT CDC25C CDC42SE1 CDC6 CDCA3 CDIPT CDIPTOSP CDK12 CDK20 CDK4 CDK5RAP2 CDK5RAP3 CDK7 CDKAL1 CDKL1 CDKL3 CDKN1B CDS2 CECR7 CENPA CENPE CENPL CENPS CENPS-CORT CENPT CENPU CEP152 CEP162 CEP170 CEP295 CEP43 CEP63 CEP95 CERS4 CES2 CFAP418 CFAP46 CFAP52 CFAP65 CFAP69 CGGBP1 CGRRF1 CHAF1A CHCHD3 CHCHD4 CHCHD5 CHCT1 CHD1 CHD9NB CHEK1 CHERP CHIC1 CHM CHMP3 CHMP4A CHMP6 CHMP7 CHST10 CHSY1 CHURC1 CHURC1-FNTB CIAO2A CIAO2B CIPC CISD1 CKS1B CLASP1 CLCN6 CLCN7 CLDN12 CLEC2B CLN3 CLPP CLPTM1 CLPX CLUAP1 CLUH CMC2 CMTR2 CNEP1R1 CNOT9 CNPPD1 CNPY2 CNTD1 CNTNAP2 CNTRL COA3 COA5 COA6 COA6-AS1 COASY COG7 COIL COL16A1 COMMD1 COMMD10 COMMD4 COMMD9 COPA COPB1 COPS4 COPS6 COPS7A COQ10B COQ4 COQ5 COX11 COX20 COX5A COX6A1 COX6C CPEB4 CPS1 CRAMP1 CREBL2 CRIPT CROCCP2 CRYZ CRYZL1 CSDE1 CSTB CTCFL CTDSP1 CTDSPL2 CTDSPL2-DT CTSB CUEDC2 CUL2 CUL5 CUL9 CWF19L1 CWF19L2 CXCL2 CXXC1 CXorf58 CYB5B CYB5D1 CYRIB DAD1 DANT2 DARS1 DARS1-AS1 DARS2 DAXX DBF4B DBT DCAF12 DCAF13 DCLRE1A DCLRE1B DCTN4 DCUN1D3 DDHD1 DDOST DDX12P DDX23 DDX28 DDX3X DDX41 DDX42 DDX5 DDX54 DDX60L DEDD DEGS1 DELE1 DENND6A DENND6A-DT DEPDC1 DEPDC4 DERL2 DGAT1 DHFR DHPS DHX16 DHX29 DHX32 DHX33 DHX40 DIDO1 DIPK2A DIS3L2 DLAT DMTN DMXL1 DMXL1-DT DMXL2 DNAAF10 DNAAF11 DNAH2 DNAJA4 DNAJB13 DNAJC1 DNAJC16 DNAJC18 DNAJC19 DNAJC27 DNAJC27-AS1 DNMBP DOCK4 DOHH DOLK DPP3 DPP3-DT DPP9 DRC3 DTL DTYMK DUS2 DUS3L DUSP1 DUSP12 DUSP18 DVL2 DYNC1I2 DYNC2H1 DYNLRB2 DYNLRB2-AS1 DYRK2 DYRK4 E2F6 EARS2 EBF2 EBLN3P EDC3 EED EEF1A1P23 EEF1AKMT3 EEF1B2 EEF2 EFHB EFNA3 EFTUD2 EGFL7 EHD1 EI24 EIF1B EIF1B-AS1 EIF2A EIF2B4 EIF2B5 EIF2B5-DT EIF3B EIF3M EIF4B EIF4ENIF1 EIF4G1 EIF4H EIF6 EIPR1 ELAVL1 ELF1 ELK4 ELMOD3 ELOCP29 ELP2 ELP3 ELP6 EMC2 EME1 EMX1 ENO4 ENPP3 ENSG00000187951 ENSG00000214708 ENSG00000224301 ENSG00000232995 ENSG00000260288 ENSG00000260592 ENSG00000263063 ENSG00000268650 ENSG00000268858 ENSG00000272008 ENSG00000282936 ENTPD6 EP400 EPC1-AS1 EPC1-AS2 EPG5 EPHA3 EPIC1 EPN1 ERC1 ERCC5 ERI2 ERLEC1 ERLIN1 ERLIN2 ERMP1 ERP29 ESF1 ESS2 ETV1 ETV7-AS1 EXO1 EXOC5 EXOC7 EXOG EXOSC10-AS1 EXOSC3 FADS2 FAH FAHD1 FAHD2A FAM111A FAM117A FAM118B FAM135A FAM13A FAM161A FAM168A FAM168B FAM187A FAM216A FAM21EP FAM21FP FAM228B FAM47E FAM47E-STBD1 FAM53C FAM78B FAM83C-AS1 FANK1 FAS FASTKD2 FASTKD3 FASTKD5 FBXO16 FBXO22 FBXO24 FBXO31 FBXO33 FBXW11 FCHO2 FCMR FDX2 FEM1B FEN1 FGD6 FGF13 FGF14-AS2 FGF14-IT1 FGGY FITM2 FIZ1 FKBPL FLAD1 FLCN FLNC-AS1 FMC1 FMC1-LUC7L2 FMNL2 FMR1 FMR1-AS1 FN3KRP FNDC3A FNTB FOLR1 FOXA3 FOXM1 FOXN3 FPGT FPGT-TNNI3K FRA10AC1 FRG1 FRG1-DT FRG1BP FRG1CP FRG1DP FRG1EP FRG1GP FRG1HP FRG1JP FRRS1 FTO FUBP3 FUT1 FZD9 G3BP2 G6PC3 GABPA GABPB1 GABPB1-AS1 GABPB2 GALE GALNS GANC GAR1 GAR1-DT GART GATAD2B GBA1 GBAP1 GCA GDAP2 GDF11 GDF9 GEMIN5 GET1 GET4 GFI1B GGCX GID4 GID8 GIGYF2 GINS1 GIPC2 GIRGL GIT2 GKAP1 GLA GLCE GLI1 GLMP GLUD1P3 GMFB GNB2 GNPAT GNRHR2 GNS GOLGA4 GOLGA8A GOLGA8B GOLGB1 GORAB GORAB-AS1 GORASP2 GPI GPN3 GPR107 GPR3 GPS2 GRPEL1 GSDMD GSPT1 GSPT2 GSTM4 GTF2B GTF2F2 GTF2H1 GTF2IP13 GTF2IP20 GTF3C2 GTF3C2-AS2 GTF3C6 GTPBP4 GTPBP6 GUSB H2AC21 H2AC25 H2BC26 H4C1 H4C5 H4C8 H6PD HACL1 HAGH HAPSTR1 HAUS4 HAX1 HCG14 HCG27 HCG9 HDDC2 HDGF HEATR1 HEIH HEPH HEXA HEXA-AS1 HGS HIPK1 HIPK1-AS1 HIRIP3 HJV HMG20A HMGB3 HMGN4 HNRNPA3 HNRNPD HNRNPD-DT HNRNPF HNRNPH2 HOOK2 HOXA-AS2 HOXA11-AS HOXB6 HOXB7 HOXC13 HPS5 HRC HSD11B1L HSD17B12 HSD3B7 HSDL2 HSDL2-AS1 HSP90AB1 HSPA6 HSPBAP1 HSPG2 HUS1 HYAL2 ICA1L ICAM2 IER2 IER3IP1 IFNAR1 IFRD2 IFT140 IFT25 IFT74 IGF2BP3 IGFLR1 IKZF2 IKZF5 IL13RA1 IL23A IL4I1 IL5 IL5RA ILF2 ILF3 ILF3-DT ILK ILVBL ING5 INO80B INO80B-WBP1 INO80C INO80E INPP5K INSIG2 INTS2 INTS4 INTS7 IPO9 IPO9-AS1 IRAK1BP1 IREB2 IRGQ ISLR2 ISOC1 ITGA2 ITGA7 ITSN1 JMJD8 KANSL3 KAT14 KAT5 KBTBD4 KCNAB1 KCNIP2-AS1 KCNJ11 KCNN3 KCTD3 KDF1 KDM4C KDM6B KDSR KHDRBS1 KIAA0513 KIAA0753 KIAA1958 KIAA2026 KIF13B KIF16B KIF22 KIF27 KIF3C KIF9 KIFC1 KLHDC1 KLHL12 KLHL18 KLHL25 KLHL28 KLHL7 KLHL8 KLK1 KLRG1 KMT2A KMT5A KNL1 KNOP1 KNTC1 KPNA6 KPTN KRBA1 KRIT1 KRR1 KRT7 L3MBTL2 LAD1 LAMP1 LAMTOR1 LAMTOR2 LAMTOR5 LAMTOR5-AS1 LANCL1 LANCL2 LARP7 LARS1 LATS2 LCMT2 LEFTY2 LENG8 LENG8-AS1 LGALS3BP LGALS8 LHX1 LHX4 LIG4 LIMD1-AS1 LIMK2 LIN52 LIN7C LINC00229 LINC00449 LINC00477 LINC00513 LINC00649 LINC00687 LINC00888 LINC00898 LINC00933 LINC01002 LINC01234 LINC01257 LINC01341 LINC01424 LINC01431 LINC01559 LINC01623 LINC01703 LINC01960 LINC01970 LINC01976 LINC02026 LINC02405 LINC02427 LINC02572 LINC02583 LINC02739 LINC02901 LINC03060 LINS1 LIPT1 LNCTAM34A LNPK LONP2 LPCAT4 LRCH4 LRP3 LRRC14 LRRC27 LRRC37A3 LRRC46 LRRIQ1 LRRIQ3 LSM6 LSR LTA4H LTBP4 LTO1 LUC7L LURAP1L-AS1 LYPLAL1 LYPLAL1-DT LYRM1 LYSMD1 LZTS2 MACC1 MAD2L1 MAD2L1-DT MAG MAN1A1 MANSC1 MAP1LC3B MAP2K4P1 MAP2K7 MAP3K14 MAP3K3 MAP3K4 MAPK3 MAPK8IP3 MAPKBP1 MARCHF8 MARK2 MAZ MBD5 MBD6 MBLAC2 MBTD1 MBTPS1 MCCC1 MCFD2 MCL1 MCM8 MCMBP MCOLN1 MCRIP2 MCRS1 MCTS1 MDH1B MED11 MED12 MED18 MED20 MED23 MED28 MED28-DT MED29 MESD METAP1 METTL1 METTL26 METTL2A METTL2B MFAP3L MFF MFF-DT MFSD1 MFSD13A MGAT4B MGME1 MGST3 MIA3 MICOS13 MIGA2 MINPP1 MIR4258 MIR4521 MIR4530 MIR4706 MIR5091 MIR548AW MIR548XHG MIR6815 MIR7976 MIR933 MIRLET7IHG MIS12 MIS18A MIS18BP1 MISFA MITD1 MKKS MLLT1 MLST8 MMAA MMAB MMADHC MMS19 MNT MORC2 MORF4L2 MORF4L2-AS1 MPG MPV17 MPV17L2 MROH8 MRPL10 MRPL13 MRPL17 MRPL19 MRPL22 MRPL27 MRPL30 MRPL35 MRPL46 MRPL47 MRPS11 MRPS18B MRPS2 MRPS21 MRPS27 MRPS31 MRPS33 MRPS35 MRPS35-DT MRTFA MSH3 MSL2 MSL3 MSL3-DT MSRA MSRA-DT MST1 MST1P2 MTBP MTFR2 MTHFR MTIF3 MTLN MTMR10 MTMR4 MTPAP MTREX MTRR MTX2 MVB12A MVK MX1 MXRA8 MYCBP2 MYDGF MYG1 MYH9 MYL12A MYNN MYO15B MYO1C MYO6 MZF1-AS1 NAA15 NAA16 NAA30 NAA38 NAALADL2 NACA4P NACAD NAGA NAMPT NAMPT-AS1 NAPA-AS1 NAPG NAT10 NAT9 NBAS NCEH1 NCOA7 NCSTN NDUFA7 NDUFA9 NDUFAF1 NDUFAF5 NDUFB5 NDUFB8 NDUFC1 NDUFS1 NDUFS3 NDUFS4 NDUFV2 NECAB2 NECAP1 NEIL2 NELFA NEMF NEMP2 NEMP2-DT NEURL4 NFATC4 NFKBIE NFKBIZ NFX1 NHLRC2 NHP2 NIF3L1 NIFK-AS1 NIPAL1 NKAIN1 NLK NME1 NME1-NME2 NME5 NOL6 NOP10 NPHP1 NPRL3 NPY1R NR1D1 NR2C1 NR2F6 NR5A2 NRXN3 NSMCE2 NSRP1 NSUN6 NTHL1 NTMT1 NUDCD3 NUDT13 NUDT5 NUF2 NUP153-AS1 NUP155 NUP188 NUP42 NUP43 NUP50 NUP62 NUTF2 NUTM1 NXT2 OAZ2 OBI1 OCRL ODAD3 ODF2L ODR4 OGA OGFOD2 OPA1 OR4N5 ORAI1 ORC4 OS9 OSGEP OSTM1 PA2G4 PABIR2 PABPN1 PACSIN2 PADI1 PAF1 PAIP2 PALM PAN2 PARK7 PARP12 PASK PAXBP1 PAXIP1-AS2 PBK PBLD PBXIP1 PCBP2 PCGF3 PCM1 PCMTD2 PDCD2L PDCL PDE7A PDE7A-DT PDE8A PDGFB PDIK1L PDXDC1 PDXDC2P PDXDC2P-NPIPB14P PEAK1 PEX11B PEX19 PEX3 PFKFB3 PFKP PGAM5 PGBD2 PGLS PGLS-DT PHC1 PHF12 PHF20L1 PHF23 PHKB PHLDB1 PI4KB PIAS2 PIAS4 PICALM PICK1 PIERCE1 PIGB PIGBOS1 PIGU PIP4K2C PIP4P1 PIP5K1A PIPOX PISD PITPNA-AS1 PJVK PKIG PKM PKNOX1 PLAA PLBD2 PLCD1 PLCG1 PLCH1 PLD3 PLEKHB2 PLEKHG3 PLEKHG5 PLEKHJ1 PLK4 PLK5 PLOD3 PLXDC1 PMEL PMVK PNISR PNO1 PNPT1 POC5 POGLUT3 POLB POLD3 POLE3 POLG POLG-DT POLR1C POLR1D POLR2D POLR2I POLR2J POLR2L POLR3A POLR3E POLR3G POLR3GL POLRMT POP7 PPCS PPEF1 PPIL3 PPM1L PPM1L-DT PPME1 PPOX PPP1R10 PPP1R15A PPP1R15B PPP1R2 PPP1R35 PPP1R7 PPP2CA PPP2CA-DT PPP2R3C PPP4R3B PPP4R3B-DT PPP6C PPP6R1 PPP6R3 PPRC1 PPT1 PRAC2 PRCC PRKACA PRKAR1A PRKCI PRKCSH PRKRA PRMT7 PRORP PRPF3 PRPF31 PRPF40A PRPF40B PRR11 PRR13P5 PRR15 PRSS22 PSMA1 PSMA4 PSMA5 PSMB5 PSMC1 PSMC3IP PSMD10 PSMD14 PSMD14-DT PSMD9 PSME3IP1 PSMG1 PSPH PSRC1 PTBP1 PTCD2 PTCH1 PTMA PTPN13 PTPRE PTPRF PTPRK PTTG1IP PUM3 PUS1 PUS1-AS1 PWWP2A PYROXD1 QSOX1 QTRT1 RAB11A RAB21 RAB27A RAB3A RAB3D RAB3GAP2 RAB5A RAB5B RAB5C RAB5IF RAB8A RABL6 RACGAP1 RAD1 RAD50 RAD51 RAD51C RAD51D RAD52 RAD9A RAD9B RADX RAET1K RAI14 RALY RAMACL RANBP9 RANGAP1 RAP2A RAPGEFL1 RASA1 RBBP4 RBIS RBL2 RBM10 RBM15 RBM15-AS1 RBM33-DT RBM43 RBPJ RC3H2 RCE1 RCHY1 RCOR1 RCOR2 RELB REPIN1 RETREG2 RETSAT REXO5 RFC3 RFK RFX3 RFX3-DT RGL1 RGL2 RGS5 RHBDD1 RHNO1 RHOBTB1 RHOT1 RIMOC1 RITA1 RLIM RN7SL346P RN7SL693P RN7SL736P RNASE11 RNASE4 RNASEH2B-AS1 RNASEK RNASEK-C17orf49 RNF113A RNF114 RNF121 RNF123 RNF126 RNF146 RNF220 RNF5 RNF5P1 RNF8 RNU4-86P RNU5E-4P RNU6-1301P RNU6-92P RNVU1-26 RO60 ROCK1 RPA2 RPAP1 RPE RPGR RPGRIP1L RPL21P122 RPL24 RPL26 RPL26L1 RPL26L1-AS1 RPL3 RPL32 RPL34 RPL34-DT RPL36 RPL38 RPL5 RPL6 RPL7L1 RPL7L1P8 RPRD2 RPS12 RPS16 RPS19BP1 RPS24 RPS25 RPS26 RPS6KA1 RPS6KA5 RPS7 RPTOR RPUSD4 RRP8 RSBN1 RSPRY1 RSRC2 RTCB RUSF1 RUSF1-DT RWDD2B S100A2 SACM1L SAE1 SAMD8 SAMM50 SASS6 SATB2 SBNO1 SCAMP1 SCFD2 SCNM1 SCRIB SCYL2 SCYL3 SDAD1 SDCCAG8 SDHAP4 SEC23A SEC23A-AS1 SEC23IP SEC31A SECISBP2L SELENOK SELENOW SEMA6A SEPSECS SEPSECS-AS1 SEPTIN11 SEPTIN7P13 SEPTIN7P2 SEPTIN9 SERF2 SERP1 SERPINC1 SETDB1 SF3A2 SFT2D1 SFXN2 SFXN5 SGMS1 SGMS1-AS1 SGO1 SGO1-AS1 SH2D6 SHC1 SHLD3 SHOC2 SIAE SIAH1 SIK3 SIN3A SIRT1 SIRT7 SKA2 SLC16A5 SLC25A32 SLC25A51 SLC27A1 SLC2A1 SLC30A6 SLC30A6-DT SLC33A1 SLC35A3 SLC35A5 SLC35E2A SLC35F6 SLC36A1 SLC38A2 SLC38A2-AS1 SLC38A6 SLC39A6 SLC39A8 SLC49A4 SLC4A2 SLC7A5P2 SLC7A6OS SLC9A5 SLCO2B1 SLMAP SLX4IP SMAD2 SMAP1 SMARCAD1 SMARCAD1-DT SMARCAL1 SMARCC2 SMARCD2 SMC2 SMC2-DT SMC3 SMCR8 SMG1P3 SMG5 SMG6 SMIM27 SMIM29 SMIM31 SMN2 SMNDC1 SNAPC2 SNHG15 SNHG17 SNHG31 SNHG7 SNORD101 SNORD43 SNRPA SNRPB2 SNRPC SNX1 SNX17 SNX2 SNX5 SNX8 SOCS5 SON SOX2-OT SP2 SPA17 SPAG7 SPATA20 SPCS2 SPDL1 SPIN2B SPNS1 SPOCD1 SPTLC3 SQSTM1 SREBF2 SREBF2-AS1 SREK1 SRFBP1 SRR SRRM1 SRRM2 SRRM5 SRRT SRSF1 SRSF10 SS18 SSBL4P ST20 ST20-MTHFS STAM2 STAU2 STC2 STK17B STK25 STK32C STK33 STK35 STK40 STMN1 STRA6 STRN STRN3 STX10 STX16 STX16-NPEPL1 STX1A STX1B STX4 STX5-DT STX8 STXBP4 SUB1 SUCO SUDS3 SUGP2 SUGT1 SUGT1-DT SUGT1P4 SUGT1P4-STRA6LP SUGT1P4-STRA6LP-CCDC180 SUPT16H SUPT5H SUPV3L1 SWT1 SYMPK SYNCRIP SYNGAP1 SYNGAP1-AS1 SYNGR3 SYT12 SYT7 SYVN1 TAB3 TADA1 TADA3 TAF11 TAF6L TAF8 TAL1 TARS1 TARS1-DT TBCB TBCD TBCEL TCHP TCP11L1 TDG TEKTIP1 TERF2 TEX14 TFPT TGOLN2 THADA THAP2 THAP4 THAP6 THAP8 THYN1 TIA1 TIAL1 TIMM13 TIMM50 TIMM8A TINAG TJP1 TLCD3B TLE3 TM9SF2 TMBIM1 TMBIM6 TMC5 TMCC3 TMCO1 TMCO1-AS1 TMED1 TMED10 TMED2 TMED7 TMED7-TICAM2 TMEM104 TMEM106B TMEM116 TMEM128 TMEM129 TMEM168 TMEM184B TMEM184C-DT TMEM185A TMEM205 TMEM222 TMEM231 TMEM242 TMEM242-DT TMEM248 TMEM250 TMEM254 TMEM254-AS1 TMEM258 TMEM259 TMEM267 TMEM30A TMEM30A-DT TMEM39B TMEM62 TMEM79 TMEM87A TMF1 TNFAIP3 TNFAIP8L1 TNFRSF1A TNFSF9 TNIP1 TNPO2 TNRC6B TOE1 TOGARAM1 TOM1L2 TOMM40 TOMM5 TOP3A TP53BP2 TPD52L2 TPR TRAF3IP2 TRAF5 TRAPPC13 TRAPPC2L TRAPPC4 TRAPPC8 TRAPPC9 TREHP1 TRGV3 TRIM23 TRIM33 TRIM36 TRIM41 TRIM7-AS2 TRIQK TRMT1 TRMT13 TRMT1L TRMT5 TRMT6 TRNT1 TRPC4AP TRPM4 TRUB2 TSACC TSC1 TSC2 TSEN2 TSFM TSGA10 TSNARE1 TSPAN19 TSPAN4 TSPEAR-AS2 TSPOAP1 TSPOAP1-AS1 TSPYL2 TTC13 TTC14 TTC14-DT TTC23L TTC23L-AS1 TTC30B TTC31 TTC32 TTC32-DT TTC7A TTL TTLL11 TUBGCP2 TULP3 TXLNG TXNDC17 TXNRD1 TYW3 U2SURP UBAC2 UBALD2 UBAP2L UBE2B UBE2G2 UBE2H-DT UBE2M UBE2N UBE2Q1 UBE2Q2P1 UBE3A UBE4B UBFD1 UBOX5 UBQLN4 UBTD1 UBXN1 UCHL5 UCKL1 UEVLD UFC1 UFL1 UFL1-AS1 UFSP1 ULK3 ULK4 UNC50 UPF2 UQCC6 UQCRC2 UQCRQ URI1 UROS USE1 USP1 USP28 USP32 USP34 USP34-DT USP37 USP39 USP42 USP5 USP54 USP9X USPL1 UTP14A UTP18 UTS2B VAC14 VAMP8 VANGL1 VGF VIRMA VIRMA-DT VOPP1 VPS26A VPS26C VPS29 VPS33A VPS33B VPS33B-DT VPS35L VPS37C VPS39 VPS39-DT VPS50 VTA1 VTI1A VTRNA1-1 VTRNA1-3 VWA8-AS1 WAC WAC-AS1 WASF2 WASHC2A WASHC2C WASHC5 WBP2NL WDR11 WDR11-DT WDR12 WDR3 WDR36 WDR41 WDR43 WDR5 WDR5-DT WDR62 WDR75 WDR83 WDR83OS WWOX WWP1 WWP1-AS1 XNDC1N XPNPEP1 XRRA1 YBX1 YIF1B YIPF3 YJU2 YWHAZ YY1 ZBED4 ZBED6 ZBTB17 ZBTB7C ZBTB8OS ZBTB9 ZC2HC1C ZC3H11A ZC3H12D ZC3H18 ZC4H2 ZCCHC24 ZCCHC7 ZDHHC1 ZDHHC21 ZDHHC6 ZDHHC7 ZEB1 ZFAND1 ZFAND2B ZFC3H1 ZFTA ZFYVE26 ZFYVE27 ZGRF1 ZMYND12 ZNF133 ZNF16 ZNF175 ZNF184 ZNF207 ZNF226 ZNF277 ZNF292 ZNF302 ZNF320 ZNF322 ZNF324 ZNF333 ZNF350 ZNF384 ZNF407 ZNF407-AS1 ZNF449 ZNF451 ZNF460 ZNF473CR ZNF511 ZNF511-PRAP1 ZNF512 ZNF514 ZNF518A ZNF524 ZNF575 ZNF576 ZNF577 ZNF580 ZNF581 ZNF584-DT ZNF599 ZNF609 ZNF613 ZNF638 ZNF646 ZNF649 ZNF649-AS1 ZNF654 ZNF668 ZNF672 ZNF684 ZNF691 ZNF691-DT ZNF699 ZNF721 ZNF747 ZNF747-DT ZNF75D ZNF76 ZNF775 ZNF789 ZNF793 ZNF793-AS1 ZNF823 ZNF839 ZNF84 ZNF84-DT ZNF865 ZNF879 ZNF891 ZNHIT1 ZNHIT6 ZRSR2 ZSWIM1 ZSWIM8 ZW10 ZNF410_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF410_TARGET_GENES ABHD10 ACSM1 ACTMAP ADARB1 ADCK1 ADD3 ADGRE5 ADRA1A ADRM1 AFF4 AFF4-DT AGFG1 AGTRAP AHCYL2 AKR1C3 AKR7A2 ALDH1A2 ALDH3B2 ALDH5A1 ALG1 ALOX12-AS1 AMDHD2 ANKMY1 ANKRD10 ANKRD11 ANKRD12 ANP32E AP5Z1 APOLD1 APOM ARAP1 ARAP3 ARFGEF2 ARHGAP12 ARHGAP28 ARHGAP6 ARHGDIA ARHGEF1 ARHGEF15 ARHGEF17 ARL8B ARMT1 ARRB2 ARSA ATG14 ATG3 ATP11A ATP1A3 ATP6AP1 ATP6AP1-DT ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D1-DT ATP6V1C1 ATP6V1G1 ATP6V1H ATP7A ATP8A2 ATPAF2 ATXN1-AS1 AVPR2 AXL BAG6 BAHCC1 BAX BAZ2A BBC3 BBX BCAN-AS2 BCL11B BCL2 BCL7A BCL7C BCORL1 BICD1-AS1 BLK BLOC1S1 BMF BRSK1 C11orf68 C19orf47 C2orf50 C4orf46P2 CABIN1 CALB2 CALN1 CALY CAMK2D CAPG CARD10 CASC3 CASP8 CBX8 CCDC171 CCDC187 CCDC26 CCDC66 CCN1 CD5 CDC42EP4 CDK4 CDKL3 CDKN2C CENPU CEP162 CEP85L CHD4 CHM CIC CLCN3 CLCN6 CLCN7 CLEC2B CLN3 CMIP CNGB1 CNOT2 CNPPD1 COLEC11 COLGALT2 COMMD4 COMMD9 CPEB4 CPED1 CPLX1 CSF1 CSNK2B CTCFL CTNS CTSA CTSD CUTA CXCL2 DAZAP1 DDA1 DDX51 DEF8 DENND1C DHX30 DHX35 DHX35-DT DIO3OS DIS3 DIXDC1 DLL3 DMTN DNAJC11 DNAJC13 DNAJC14 DNAJC8 DOLK DPF1 DRAP1 DVL2 E2F6 EEF2 EFNA1 EFNA3 EGR2 EHMT1 ELOVL2-AS1 ENSG00000230615 ENSG00000259881 ENSG00000260288 ENSG00000272008 EPG5 ERAP1 ERC1 ERP29 ESPNL ESYT2 ETV4 FAF1 FAH FAHD1 FAM118B FAM21EP FAM21FP FAM241B FAM27B FBXO31 FCHSD2 FCMR FDX2 FGD2 FGD3 FLNA FMNL1 FN3KRP FNDC3A FNIP1 FOXS1 FRAT1 FREM1 FRMD4A FYN FZD9 GAA GAB1 GABARAP GAL3ST4 GALC GALNS GATB GBA1 GBAP1 GBE1 GCDH GDF15 GET3 GET4 GID4 GIT2 GLA GLMP GNA15 GNAQ GNPDA1 GNPTG GNS GOLIM4 GPAM GPATCH3 GPR85 GPRASP3 GRAMD1A GRIK1 GRN GTF2A1 GTF2A1-AS1 GUK1 GUSB GUSBP11 GUSBP12 H2AC25 HAGH HBP1 HCFC1R1 HDAC5 HECTD3 HERC3 HEXA HEXA-AS1 HLA-DPA2 HMBOX1 HMGB1 HNRNPH2 HNRNPU HOXB5 HOXC13 HPS1 HSPBAP1 HSPBP1 IFITM1 IFNAR1 IGF2R IGHMBP2 IK IKBKE IL2RB ILF3 ILF3-DT IMPDH2 INHA INTS9 ISLR ISLR2 ITGA7 ITGA9-AS1 ITGB2-AS1 JPH2 KAT5 KCNH2 KCNIP2 KCNN4 KDM4C KDM6A KIRREL2 KLHDC9 KLHL12 KLHL32 KLKB1 LACTB2 LAMP1 LAMTOR1 LAMTOR3 LAT2 LBR LCDR LCK LCNL1 LGALS8 LGALS8-AS1 LGR6 LIMS1 LIN28A LIN54 LINC00649 LINC00652 LINC00963 LINC01132 LINC01154 LINC01164 LINC01229 LINC01234 LINC01366 LINC01410 LINC01503 LINC01671 LINC02259 LINC02912 LINC02952 LINC02959 LMNA LMTK2 LMTK3 LRRC37A3 LRRC37B MACC1-AS1 MAD2L1BP MAFG MAFTRR MAGEC3 MAP1LC3B MAP2K3 MAP3K12 MAP3K13 MARCHF8 MAX MBD5 MBOAT7 MCOLN1 MECOM MED28 MED28-DT MEIS1 MEIS2 METAP1D MFF MFF-DT MFNG MFSD1 MFSD11 MILIP MINCR MIPEPP1 MIR199B MIR3154 MIR3189 MIR3646 MIR4276 MIR4314 MIR5087 MITD1 MRPL1 MRPL30 MS4A18 MSH5 MSH5-SAPCD1 MTHFR MXI1 MYL4 NAA40 NAB2 NACAP10 NAGPA NAPA NCOR2 NDUFA2 NDUFV2-AS1 NEMP1 NEURL2 NFE2L1 NFE2L1-DT NFIB NFIX NFKB1 NFKBIE NOC4L NOD2 NPEPL1 NPTN NR2F6 NRSN2 NRSN2-AS1 NSD2 NSMAF NSMCE2 NTHL1 NUDCD3 NUP188 OBSL1 OCA2 OFCC1 OGT OPN4 OSBPL2 PAFAH1B3 PAQR9 PAQR9-AS1 PAX6 PCDH1 PCGF1 PDE8A PEPD PFKFB3 PGM5P4 PHF19 PHF21A PIGQ PLA2G4C PLD3 PLK5 PLXDC1 PNRC1 PNRC1-DT POGLUT1 POLDIP2 POLR1A PPM1H PPP1R10P1 PPP1R14A PPP6R1 PPT1 PRKAR1B-AS2 PRKCE PRSS8 PTBP1 PTCH1 PTTG1IP PXK QTRT1 RAB18 RAB5B RAB7B RAD52 RAD9A RAMP3 RANBP1 RASGRF2 RBFOX2 RBM19 RCAN1 RCBTB1 RCN1 RETREG2 RFX1 RGCC RICTOR RIMOC1 RMND1 RN7SKP140 RNASEK RNASEK-C17orf49 RNF14P1 RNF220 RNU11 RNU2-17P RNU5D-1 RNU6-1000P RNU6-419P RNU6-700P RNU6-821P RNVU1-14 RNVU1-19 RNVU1-21 RNVU1-26 RNVU1-27 RNVU1-4 RPAP3 RPL21P7 RPL26 RPL36AP2 RPRD1A RPUSD4 RRAGB RRAGC RRAGC-DT RTN2 RUFY2 SAMD13 SARS2 SBNO2 SCN5A SCN9A SCRG1 SELENON SELPLG SGCA SH2D3A SH2D6 SHPK SIRT1 SIRT6 SKAP2 SLC16A5 SLC25A12 SLC2A14 SLC31A2 SLC33A1 SLC35A5 SLC35B2 SLC36A1 SLC36A4 SLC38A5 SLC38A7 SLC40A1 SLC44A1 SLC49A4 SLC66A1 SLC6A6 SLC8A2 SMAD6 SMAP2 SMARCA2 SMCR8 SNHG29 SNORD49B SNRPA SNX8 SOCS5 SORT1 SOX5 SP7 SP8 SPATS2L SPG21 SPNS1 SPOP SPPL3 SPRED1 SPSB1 SPTBN4 SRFBP1 SRP54 SRSF2 SSC5D SSR4P1 STARD4 STAT6 STRN STX4 SUMF1 SYN3 SYT12 TAL1 TAT-AS1 TBX6 TCP10L TCP10L2 TEX10 TFAP4 TLE2 TLE3 TMCC2 TMCO6 TMEM116 TMEM131 TMEM165 TMEM198B TMEM199 TMEM248 TMEM74B TOM1 TOP3A TPM4 TPP1 TRAPPC2L TRMT1 TSC2 TSC22D4 TSHZ2 TSKU TSKU-AS1 TSPEAR-AS2 TSPOAP1 TSPOAP1-AS1 TSR3 TTI2 TUBA1A TUBA1C U2SURP UBE2B UBE2Q1 UBTF UNC13A UROD USF2 USP28 USP31 USP9X UVRAG UVRAG-DT VAC14 VANGL1 VEGFA VOPP1 VPS11 VPS11-DT VPS26A VPS33A VPS41 VPS50 WASHC2A WASHC2C WASHC5 WBP2 WDR25 WDR81 WDTC1-DT WWP2 XKR9 YJU2 ZBTB18 ZCCHC24 ZFPM2-AS1 ZFYVE26 ZMIZ1-AS1 ZNF131 ZNF146 ZNF19 ZNF197-AS1 ZNF260 ZNF292 ZNF345 ZNF391 ZNF440 ZNF507 ZNF546 ZNF565 ZNF580 ZNF581 ZNF585B ZNF790 ZZZ3 ZNF416_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF416_TARGET_GENES ALOX12B CASC3 LINC00431 LINC01623 PER3 STAT6 ZNF418_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF418_TARGET_GENES ACP3 AGGF1 ANKRD6 ANXA2 BAIAP2 CARS1 CD22 CDK17 CNEP1R1 ENSG00000230021 FAM170A FAM230G GALNT7 HLA-DQB1 ICE1 KATNIP LERFS LINC00667 LINC01596 LINC02598 LINC02961 LIPF MC5R MIR4779 MIR548S MT-CYB MTCO3P12 MTND5P11 NBPF1 NCOA7 PPP1R12A RCAN1 RFPL2 SCTR SLC8A2 THUMPD3 TMEM131L TMEM132A UTS2 ZFP64 ZNF225 ZNF225-AS1 ZNF546 ZNF608 ZNF419_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF419_TARGET_GENES ANO8 BCKDHA ENSG00000230021 EXOSC5 GLYATL1 GTPBP3 MTCO3P12 MTND5P11 ZNF41_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF41_TARGET_GENES ADAP2 AIDA AK2 AK5 AKAP1 AOC1 AREL1 ARHGEF1 ATP2B4 ATXN7L1 AZIN2 BCL7A BIRC6 BRME1 BROX CACNA1A CADPS CARD8 CARD8-AS1 CASTOR3P CCM2 CD63 CDC14A CDHR3 CDKN2C CFAP74 CHEK2P2 CHRM3 CIAO2A COA1 COL14A1 COL4A5 COL4A6 COP1 COPDA1 COX4I1P1 CTSA CTSK CYP17A1 DAB1 DCLK1 DDX11 DDX23 DIPK2A DR1 DST DSTYK DTD1 DTWD1 DUSP15 EFCAB7 EFNA5 EIF4EBP2 ENSG00000230021 ENSG00000259737 EPCAM EPCAM-DT EXOC7 EXTL3 FAF1 FAM201A FAM227B FCF1P1 FCF1P2 FCF1P6 FCF1P7 FCF1P8 FCGRT FCRLA FMN1 FRAS1 G2E3 GAS7 GFY GLA GNA15-DT GNG4 GPR85 GRAMD1B GRIP1 GSTCD GTDC1 GUSBP18 HCG20 HDAC5 HEXD HMBOX1 HNRNPH2 IFT46 IGF1R IMPDH1 INTS12 INTS14 INTS9 IPO4 IQCF4P IQSEC1 ITGB3BP ITPR1 ITPR1-DT JCAD JPX KDR KIAA1217 KRT40 LINC01224 LINC01739 LINC02547 LIPE LMF1 LRRC40 LRRC41 MAPK8IP3 MDGA1 MECOM METTL7B MICB MIR1302-3 MIR5687 MIR888 MIR99AHG MPP7-DT MPV17L2P1 MTCO3P12 MTND5P11 MUTYH NCLN NDUFB2 NEURL2 NFIA NFIC NIPA2P5 NORAD NSL1 OMA1 PA2G4 PANK2 PANK2-AS1 PANTR1 PARVA PCLAF PDCD4 PDGFD PIGL PLD2 PMS2P4 PNLDC1 POLR1A POMT2 PPP1R1A PRKAG2-AS2 PROCA1 PSG4 PSMD2 PTCD3 R3HCC1 RAB42P1 RABGAP1L RABGAP1L-AS1 RABGAP1L-DT RALGAPA2 RANGAP1 RBFOX3 RBMS3 RBMS3-AS3 RFX7 RIOK3 RNA5SP194 RNF44 RNU6ATAC34P RPA3 RPL13AP16 RPL9P32 RSPH3 RUNDC3A S100A3 S100A4 SCAF8 SCGB1D2 SDCCAG8 SEC14L1 SEC22B SEPTIN7 SEPTIN7-DT SERBP1 SF3B5 SHISA3 SLC11A2 SLC16A9 SLC24A1 SLC25A24 SLC27A5 SLC35B1 SLC39A1 SLFNL1 SMIM26 SNX1 SOX2-OT SPTSSB SRSF11 ST6GALNAC4 STAG3L4 STXBP5L SUCLG1 SYCP2L SYNPO2 TAGAP-AS1 TARS2 TATDN3 TBP TCF7L2 TEF TEFM THSD4 TLCD1 TLE6 TMEM62 TNFAIP8L3 TPD52 TRDMT1 TRERNA1 TRIP4 TTLL9 U2AF2 U2SURP UBE2M UBXN7-AS1 UCK1 UTP6 WDR11 WDR11-DT XBP1P1 XPNPEP1 ZBTB11 ZDHHC19 ZNF155 ZNF221 ZNF354B ZNF391 ZNF609 ZNF765 ZSCAN16-AS1 ZNF423_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF423_TARGET_GENES AAAS ABCA2 ABCB10 ABCF3 ABCG4 ABT1 ABTB1 ACAA2 ACAP3 ACBD5 ACIN1 ACTB ACTG1P25 ACTN1 ACVR1B ADAMTS1 ADCK2 ADCY3 ADD3 ADD3-AS1 ADGRE5 ADORA2B ADRB1 ADSL AGAP3 AIDA AKAP10 ALDH3A2 ALDH5A1 ALG1L9P AMDHD1 AMPD3 ANK1 ANKRD18A ANKRD18B ANKRD36 ANKRD36C ANP32A ANTXR2 ANXA11 AP3S1 AP3S2 APBB2 APC APC2 APP APP-DT AQP6 ARHGAP10 ARHGEF12 ARHGEF17 ARHGEF6 ARHGEF7 ARID1B ARL4A ASAP2 ASB1 ATAD1 ATAD3A ATF3 ATF7 ATF7-NPFF ATG12 ATOSA ATP1A1 ATP1A1-AS1 ATP23 ATP5MFP1 ATP6V0E2 ATP6V0E2-AS1 ATXN1 ATXN1-AS1 ATXN1L ATXN7L3-AS1 AVPI1 B3GNTL1 B4GALT3 B9D1 BAG6 BARX2 BATF3 BAZ2B BBS2 BBS4 BCL7B BDKRB2 BHLHE40 BLMH BLOC1S1 BLTP1 BMF BMP7 BMPER BORA BRD2 BRF1 BROX BRWD1 BRWD1-AS2 BTG2-DT C15orf62 C1QTNF1 C21orf58 C7orf50 CA12 CABLES2 CACNA2D4 CACTIN-AS1 CADM4 CAGE1 CALCOCO2 CAMSAP1 CAPN1 CAPN1-AS1 CASC9 CASP6 CASP7 CASP8 CASTOR3P CAV1 CBX2 CBX3 CBX4 CBX8 CC2D2B CCDC110 CCDC12 CCDC169 CCDC169-SOHLH2 CCDC33 CCDC38 CCDC74B CCDC88B CCNE2 CCNI2 CCNL1 CCNQ CCT6A CCT6B CCZ1 CCZ1P1 CD24 CD37 CD55 CD99 CDC20B CDC25B CDC37 CDC42EP3 CDC42EP4 CDC73 CDCA2 CDK18 CDK2AP2 CDK4 CDK8 CDKN2A CDKN2B-AS1 CEBPA CEP104 CEP170 CFAP206 CFAP43 CFAP52 CFAP74 CFL1P1 CHCT1 CHD3 CHD4 CHPT1 CHST3 CIP2A CKB CLIC4 CMTM8 CNOT2 CNOT7 CNP CNPY2-AS1 CNR1 CNTNAP2 COL13A1 COL24A1 COL25A1 COL25A1-DT COPB2-DT COQ10A CPE CREB3 CRIPT CROCC CRTAP CRTC3 CRY1 CS CSAD CSGALNACT1 CTDSP1 CTDSP2 CTIF CTSC CUEDC1 CUL4A CUX1 CXADR CYB5D2 CYP1B1 CYP27B1 CYP2E1 CYP4A22-AS1 CYP4V2 CYTH1 DALRD3 DAP DARS1-AS1 DBIL5P DBNDD2 DCLRE1A DDIT4 DDX55 DDX59 DDX59-AS1 DENND3 DENND3-AS1 DENND4B DENND5A DEXI DFFB DGAT2 DGAT2-DT DGKH DGKQ DHRS12 DHRS3 DICER1-AS1 DIPK1A DIS3L2 DLC1 DLEU1 DLG3 DLST DNAI3 DNAJC7 DNAJC9-AS1 DNM2 DPCD DPF1 DPH7 DPYSL2 DPYSL4 DST DST-AS1 DTX3 DUSP1 DYNLL1 DYRK1B DZIP3 EARS2 EDIL3-DT EEF1A1 EEF1A1-AS1 EEF1D EFNB2 EIF4E1B EIF4H ELFN1-AS1 ELL2 ELMOD2 EMB EMILIN2 EML2 EML3 ENSG00000205794 ENSG00000224865 ENSG00000236829 ENSG00000248367 ENSG00000251314 ENSG00000267248 ENSG00000268403 ENSG00000273145 ENSG00000280424 ENSG00000282904 ENTPD1-AS1 ENTPD6 EPC1-AS1 EPC1-AS2 EPCAM EPCAM-DT EPHB1 EPHB6 ERC1 ERICH1 ETF1 ETS2 EWSAT1 EXT2 EXTL3 F12 F8 FABP6-AS1 FADS1 FAIM FAM200B FAM201A FAM66B FAM66C FAM83E FANK1 FASTKD3 FBN2 FBXL5 FBXO15 FBXO17 FBXO3 FBXO3-DT FBXO31 FBXO6 FBXO7 FGD3 FGD4 FGF11 FGFR4 FHIP1A FHIP1A-DT FIGNL1 FLJ38576 FLNA FLT3LG FNTA FOXL1 FOXN3 FOXRED1 FPGS FRG1HP FRMD5 FRMD6 FUNDC2 FUT10 FXR1 FZD1 G0S2 GAA GALNT10 GALNT6 GAS6 GASAL1 GATA3 GATA3-AS1 GATA6 GATA6-AS1 GBA1 GBA2 GCC2-AS1 GCHFR GCLM GCNT2 GEMIN8 GFRA3 GGA3 GGH GGNBP2 GINS3 GINS4 GLI3 GLT8D2 GLUL GMEB2 GNA13 GNAQ GNG12-AS1 GOLPH3-DT GOPC GPR146 GPR199P GPR3 GPR6 GPSM3 GREP1 GRK6 GS1-24F4.2 GSAP GSE1 GSTK1 GTPBP6 HACD3 HCFC1 HCFC2 HDAC1 HDGF HEBP2 HECTD1 HERC6 HERPUD1 HIGD2B HIPK3 HLA-C HLA-DMA HMG20B HMGN2 HNRNPA0 HNRNPA2B1 HNRNPF HNRNPU HOXA10 HOXA3 HOXB3 HOXB6 HOXB9 HOXC4 HPSE HSD11B1-AS1 HSPA12A HSPA5 HSPA5-DT HSPA9 HTR3A HTR6 IBA57-DT ICA1-AS1 IDH1 IDUA IER2 IFNAR1 IFNLR1 IFT25 IFT88 IGF2BP2 IL5RA IL6ST INAVA ING1 INPP5B-AS1 INPPL1 IQCD IQGAP2 IRF5 ISCA1 IST1 ITGA7 ITGB2 ITGB3BP ITM2B ITPK1 ITPR2 ITPR3 JADE2 JADE3 JAK2 JAKMIP3-AS1 JOSD1 KAT2B KAT6B KAZALD1 KAZN KCNB1 KCNMB4 KCTD11 KCTD9 KDM1A KDM4B KHDC1 KIAA1522 KIF18A KIF21A KLF13 KLHDC8B KLHL24 KLHL32 KMT5C KRAS KRT8 KRTDAP L3MBTL4 LAGE3 LAMB1 LAMC1 LAMTOR2 LARP1B LBX2 LDB1 LDB3 LGALS8 LGALS8-AS1 LHFPL6 LHX1 LIAS LIFR-AS1 LIMS1 LIN7B LINC00265 LINC00398 LINC00620 LINC00881 LINC00938 LINC01126 LINC01145 LINC01424 LINC01586 LINC01703 LINC01749 LINC02026 LINC02601 LINC02709 LINC02870 LINC03073 LLGL2 LMNB1 LMNB1-DT LNPEP LNX2 LOC112267871 LRFN4 LRMDA LRRC42 LRRK2 LRRK2-DT LSM2 LTBP3 LTBP4 LTK LTV1 LYPD1 LZTS2 MACIR MADD MAGI2 MAGI2-AS3 MAK16 MAN2C1 MAP1LC3B MAP3K4 MAP3K5 MAP3K8 MAPK9 MARCHF7 MARCKSL1P2 MARF1 MATK MAX MBD6 MBLAC2 MBP MCOLN3 MCRIP2 MED12L MED13L MEF2C MEF2D MET METAP1 METTL15 METTL21A METTL23 MFGE8 MFSD12 MGA MGAT4B MHENCR MICAL1 MICU2 MIDN MILIP MINAR1 MIR1915 MIR3677HG MIR449C MIR4634 MIR4669 MIR4710 MIR5695 MIR615 MIR6853 MISP3 MLF2 MMAB MNT MNX1 MPC1 MPHOSPH6 MPP2 MPP3 MRFAP1P1 MRPL14 MRPL34 MRPL38 MRPS36 MTA3 MTARC1 MTCL1 MTF1 MTF2 MTG1 MTMR14 MTRR MTUS1 MTUS1-DT MTX1 MVK MYADM MYO18A MYO3A MYOM2 N4BP2L1 NAA16 NAALAD2 NACC2 NAGLU NAIF1 NBEAL2 NBPF19 NCOA4 NDE1 NDUFA4 NDUFAF3 NEAT1 NEBL NEBL-AS1 NEIL2 NEK8 NENF NFATC4 NFE2L2 NHSL1-AS1 NIPAL4 NIPAL4-DT NME3 NPAS3 NPPB NPTX1 NR4A1 NRCAM NREP NRP1 NRXN2 NSG1 NT5DC2 NTN4 NTNG2 NUDT19 NUDT19-DT NUS1 NXNL2 OCLN OGFRL1 OGG1 OLIG2 ORAI1 OSBPL9 OSGIN1 OXSR1 P2RX4 PAM PANK2 PANK2-AS1 PARP3 PAXBP1-AS1 PCBP2 PCGF1 PCID2 PCNT PDE1B PDE4DIPP6 PDE7A PDE7A-DT PDE8A PDGFA PDLIM7 PDXK PDZD2 PDZD7 PELP1 PELP1-DT PEX11A PEX16 PGF PGGT1B PHF12 PHF3 PICALM PIGC PIK3R1 PIKFYVE PIPOX PITPNC1 PITPNM2 PKN2 PLD1 PLEKHA2 PLEKHA5 PLEKHG5 PLK3 PLS1 PNCK PNPLA3 PNRC1 POGLUT3 POLR1D POLR3G POMP PPARG PPM1D PPM1L PPM1L-DT PPP1R12A-AS2 PPP1R16A PPP1R18 PPP1R3B PPP2CA PPP2R5A PPP2R5C PPP3CB-AS1 PRC1 PRCD PRDM10 PRDM11 PRKAG2 PRKAG2-AS1 PRKCH PRRT3-AS1 PSD2-AS1 PSPH PTGER2 PTK6 PTPA PTPN6 PTPRG PUSL1 PWWP3A QPCT R3HCC1 RAB37 RAD52 RAD9B RAI1 RALA RALGAPA2 RALGDS RAMP2-AS1 RANBP9 RANGRF RARA RASEF RASGEF1B RBP1 RCBTB2 RCOR1 RCOR3 RECQL5 REEP5 RETREG1 RGP1 RGS3 RGS9 RHOC RHPN2 RILP RILPL1 RIOK1 RIPK4 RNASEH2B RNASET2 RNF130 RNF150 RNF207 RNF207-AS1 RNF217 RNF43 RNPS1 RNU1-5P RNU1-6P RNU4-2 RNU6-2 RNU6ATAC RNU6ATAC34P RNVU1-15 RNVU1-3 RO60 ROBO2 ROM1 RPIA RPL26 RPL9 RPS21 RPS27L RRAGD RRP9 RSL24D1 RTL8B RUNX1 SAE1 SAMD11 SAMD13 SAMD4B SART3 SATB1 SCARNA17 SCD SCN1B SCNM1 SCRN2 SDC2 SDC4 SDCCAG8 SECISBP2 SEMA4B SEMA6A SEPHS1 SERPINF1 SERTAD3 SERTAD3-AS1 SETD5 SGK1 SGK3 SGSM2 SGTB SH2B2 SH2B3 SH3D21 SH3GLB1 SIAH2 SIM1 SIM2 SLC16A1 SLC16A1-AS1 SLC16A11 SLC16A2 SLC16A3 SLC16A6 SLC18B1 SLC1A1 SLC20A1 SLC20A2 SLC25A35 SLC25A37 SLC25A42 SLC25A45 SLC29A2 SLC31A2 SLC38A2 SLC3A2 SLC44A1 SLC4A2 SLC6A8 SLCO4A1 SLCO4A1-AS2 SLCO5A1 SLCO5A1-AS1 SMAD2 SMARCAD1 SMARCAD1-DT SMIM13 SNCB SNHG22 SNHG5 SNIP1 SNX10 SNX3 SOCS2 SOCS4 SORBS3 SOS1 SOX18 SPAG4 SPART SPART-AS1 SPATA13 SPPL3 SPR SPRED2 SPRY2 SPSB4 SPTB SPTBN1 SPTBN5 SPX SQOR SQSTM1 SRGAP1 SRPRA SRSF9 SSBP2 SSR4P1 ST6GALNAC2 ST6GALNAC6 STK10 STK25 STMN1 STON1 STOX1 STOX2 STPG2 STX11 STX16 STX16-NPEPL1 STX17-DT STX8 SVIL SYAP1 SYCE2 SYNJ1 TAGLN2 TARS1 TARS1-DT TASOR2 TBC1D12 TBC1D22A TBCB TBPL1 TBX18 TBXA2R TC2N TCAP TCEA2 TCEANC TCF25 TCFL5 TCP11L2 TEDC2-AS1 TEP1 TFRC TGFB1 TGFB2 TGFB2-AS1 TGFBR3 TGFBR3L TGIF1 TGM2 THAP3 THBS3 THEM4 THUMPD3-AS1 TIGD3 TIMM21 TLCD1 TLE3 TLE5 TLE6 TLN1 TM7SF3 TM9SF1 TMEM105 TMEM123 TMEM123-DT TMEM130 TMEM147 TMEM147-AS1 TMEM185B TMEM187 TMEM259 TMEM263 TMEM263-DT TMEM35B TMEM37 TMEM42 TMEM63B TMEM91 TMLHE TNFAIP3 TNK2 TNRC18 TOB2 TOM1L2 TOP3B TP53TG5 TP73-AS3 TPM1 TPRN TPT1 TPT1-AS1 TPTEP2 TRDMT1 TRIB1 TRIM14 TRIM24 TRIM33 TRIM47 TRIM7 TRIOBP TRIP6 TRMT1 TRMT9B TRNT1 TSC22D4 TSPAN12 TSPAN4 TSPAN5 TSPAN5-DT TSPAN9 TSR1 TTC17 TTC38 TTI2 TUBA5P TUBB4A TUBBP5 TUBGCP3 TUNAR TUT7 TWF2 TXNL4A UAP1 UAP1-DT UBALD1 UBE2G2 UBE3C UBFD1 UBTF UCHL5 ULK3 UNC13D UQCC5 USF2 USP2 USP2-AS1 USP32 USP9X UTRN VAMP2 VARS1 VARS2 VGLL4 VPS13A VPS26C VPS29 VPS37A VPS72 VTI1A VWA5B2 WASF2 WDHD1 WDR86 WDR86-AS1 WDR93 WIPI2 WNT11 WRAP73 WWP1P1 XPOT YARS1 YKT6 YTHDF2 YWHAE YWHAQ ZBED4 ZBTB1 ZBTB26 ZBTB38 ZBTB7C ZC2HC1A ZC3H4 ZDHHC14 ZDHHC4 ZDHHC6 ZMYM2 ZNF10 ZNF140 ZNF143 ZNF286B ZNF436 ZNF436-AS1 ZNF449 ZNF467 ZNF491 ZNF501 ZNF503 ZNF503-AS2 ZNF517 ZNF593 ZNF607 ZNF620 ZNF639 ZNF641 ZNF703 ZNF706 ZNF740 ZNF75D ZNF770 ZNF782 ZNF787 ZNF862 ZZEF1 ZNF426_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF426_TARGET_GENES ACACA ACER3 ADA AGAP5 AGMAT AKAP9 ALDOA ANGEL1 ANGPTL6 AP1S3 ARMH3 ARPC1A ASS1P5 ATP9B AURKB BORCS6 C12orf29P2 C1orf87 C2CD5-AS1 C6orf141 CASD1 CCDC40 CCDC65 CCNB3 CD160 CDK4 CEACAM21 CELF2-AS2 CENPV CFAP299 CLDN23 CMKLR2-AS CNDP2 COPS3 COPS5P1 COQ10A CROCCP3 CTNNA2 CWC25 CXXC1 CYP1B1-AS1 DAGLB DAZAP2 DDX46 DHTKD1 DNAI4 DOCK8-AS2 DUS2 EGFEM1P EIF3F ELAC2 ENSG00000187951 ENSG00000200235 ENSG00000202059 ENSG00000265246 ESPN EXOSC2 FABP5P3 FAM177A1P1 FCHO2 FES FMN2 FOXP1-AS1 FRMD7 GABARAPL3 GALNTL5 GAS8 GC GDI2 GDPD5 GIT2 GLG1 GLRX5P2 GTF2I GXYLT2 H3P10 H3P44 HAPLN2 HEBP2 HNRNPMP2 IFT57P1 IGSF21 IL16 ILDR1 ITGAL-AS1 ITGAM ITIH3 JAZF1-AS1 JHY KAT8 KRT18P45 LIM2-AS1 LINC00581 LINC00929 LINC01235 LINC01485 LINC01641 LINC02390 LINC02576 LINC02634 LIPA LPGAT1 LTK LUZP1 LYN LYPLA2P1 MAP4K5 MB MCTS1 MED21 MIR3162 MIR3529 MIR3611 MIR3908 MIR4510 MIR764 MIX23 MLST8 MORF4L1P5 MTFMT MTND1P14 MTO1 NAPSA NFYC NLE1 NOL6 NPAT NPLOC4 NUCB1-AS1 OR1X1P OR1X5P OR5AQ1P OR7A17 PCBP1-AS1 PFAS PLA2G15 PLA2G4C PMM1 PPATP1 PPIP5K2 PPP1R42 PRAMEF29P PTK2B PTPN2 PVT1 QSER1 RB1CC1 RFC1 RN7SKP270 RN7SL344P RN7SL93P RNA5SP474 RND1 RNU1-141P RNU4-62P RNU6-1003P RNU6-1340P RNU6-166P RNU6-386P RNU6-612P RNU6-847P RNU6-916P RORA RPL32P27 RPL36 RPL36P2 RPL39P18 RPS27P6 RRN3P1 SAMD13 SCN3B SDAD1P3 SDC4 SH2B3 SHOC1 SLC22A11 SLC25A16 SLC6A1 SLFN12 SMCR2 SNAP25 SNHG30 SNORD81 SOX9-AS1 SPATS2L SPEG SRRM2 SRRM2-AS1 SRSF8CP SSX7 ST7L STX4 SYCE2 TCEAL8P1 TEX43 TGFB1 TMEM98 TMX1P2 TNFRSF10B TNFRSF12A TNRC18 TOP3B TPM4P1 TPRXL TRAV15 TRIM15 TRIM55 TRPM6 TRPV1 TTC1 TTLL13 UMOD UTP4 VOPP1 VPS39 WNT8A YAP1P1 YEATS2 ZEB2P1 ZNF675 ZNF863P ZNF433_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF433_TARGET_GENES ACER3 ALDOA ANGPTL6 AP1S3 ASS1P5 AURKB BORCS6 C6orf141 CCDC65 CMKLR2-AS COPS3 COQ10A CROCCP3 CWC25 CYP1B1-AS1 DAGLB DHTKD1 ENSG00000265246 EXOSC2 FABP5P3 FCHO2 FES FMN2 FRMD7 GALNTL5 GIT2 GLG1 GXYLT2 HAPLN2 HEBP2 ITGAL-AS1 KAT8 LINC01235 LINC01641 LUZP1 MED21 MTFMT MTND1P14 MTO1 NLE1 NOL6 NUCB1-AS1 OR1X5P QSER1 RN7SL93P RND1 RNU6-1003P RNU6-166P RORA RPL32P27 RPL36 RRN3P1 SDC4 SH2B3 SLC6A1 SNHG30 SPATS2L STX4 SYCE2 TMEM98 TNFRSF10B TNFRSF12A TRAV15 TRIM15 TTC1 TTLL13 WNT8A ZNF675 ZNF436_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF436_TARGET_GENES ABCA7 ABCG4 ABHD6 ABTB1 ACOT8 ACOX3 ACTMAP ACTRT2 ADAMTSL5 ADAP2 ADAT3 ADCY7 ADGRG1 AIFM3 AKNA AKT2 ALDH3B1 ALK ALOX5 ALPL AMBP ANKRD18A ANKRD18B ANKRD18DP ANKRD19P ANKRD54 ANKS1B ANPEP AP2S1 APRT ARHGAP4 ARHGAP45 ARHGEF16 ARHGEF19 ARIH2 ARL2BPP10 ASPHD2 ATG4D ATIC ATOSA ATP2C2 ATP6V0E2 ATP8B4 ATPAF1 AURKA B4GALT1-AS1 BBIP1 BCAR3 BCAS4 BEAN1 BEAN1-AS1 BEGAIN BHLHE22-AS1 BMP7 BRCA2 BTBD2 BTG2 BTG2-DT C1QTNF1 C1QTNF8 C2orf72 C4orf48 CACTIN CAMKK1 CATSPERG CCDC117 CCDC12 CCDC136 CCDC42 CCDC71 CCDC78 CD7 CD81 CDIPT CDIPTOSP CELA3B CENPU CERKL CERS4 CES5A CFAP73 CIC CIT CIZ1 CKM CMTM8 CNGB1 COG5 COL6A3 CRK CROCC CSF2RB CSK CSRNP1 CSTF1 CTIF CTSD CTSW CUX1 CXXC5 CYP4F22 DACT3 DACT3-AS1 DDX11 DENND3 DENND3-AS1 DEPDC4 DNAH2 DOCK7 DOCK7-DT DOK4 DPF1 DPP7 DRAM1 DUSP10 DVL3 ECE1 ECH1 ECHDC2 EEFSEC EEPD1 ELK3 ELOVL6 EMID1 EML1 ENSG00000230021 ENSG00000238410 ENSG00000253295 ENSG00000262999 ENSG00000279801 EPN3 EPS8L1 ERCC1 ESAM ESPN ETV4 EYA2 FADS1 FAM201A FAM83G FBLN2 FBN3 FBXL19 FBXO17 FBXO2 FBXW2 FCHO1 FERMT3 FGF21 FIBCD1 FKBP8 FOXN4 FSCN1 FUT1 GABBR2 GALNT6 GAMT GBX2 GCC2 GCNT3 GFER GGA1 GHRHR GLIPR2 GMFG GORASP1 GPR137 GRAP2 GRB7 GTF2H4 GTPBP3 HAGHL HBA1 HBS1L HDAC1 HEXA HEXA-AS1 HGFAC HID1 HIPK1 HIPK1-AS1 HJV HLA-DPB1 HNRNPU HOTAIRM1 HPS3 HSD11B1L HSPA12A HSPB7 IDH3G IER5L-AS1 IFI27 IFITM9P IGFBP6 ING1 IQCE ITIH1 ITIH4-AS1 ITK KCNH3 KCNQ2 KIAA0930 KISS1 KISS1R KLC3 KLF11 KLHL17 KLK8 KRT14 KRT17P4 KRT42P KRTAP13-4 KRTDAP KXD1 LAD1 LASP1 LCTL LDLRAP1 LINC00051 LINC00595 LINC00620 LINC00906 LINC00963 LINC01012 LINC01234 LINC01472 LINC01503 LINC01548 LINC01838 LINC01969 LINC02206 LINC02255 LINC02298 LINC02517 LINC02560 LINC02600 LINC03046 LIPE-AS1 LOC124903525 LONP1 LOXL1 LRP8 LRP8-DT LRRC25 LRRC34 LRRC45 LST1 LZTS3 MAN1C1 MAP1S MAP3K10 MAP3K11 MAPK11 MAST3 MCFD2 MDFI MDGA1 MDS2 MED7 MEG9 MELTF MFGE8 MFNG MICAL2 MIR1249 MIR3619 MIR379 MIR4311 MIR4425 MIR6745 MIR6753 MLXIPL MMP2 MRI1 MT-ND4 MTCO3P12 MTHFSD MTND5P11 MTX1 MVB12A MYO15B MYO18B MYO7A NAPG NBEAL2 NCF4 NDRG1 NDUFB10 NEK6 NEK7 NELFA NELFB NES NEURL1 NIPAL4 NKAIN4 NKPD1 NMRK2 NOSIP NPR3 NPVF NR4A1 NR5A1 NUCB1 NUDT14 OACYLP ODF2-AS1 OLFM1 OSM OVOL2 P2RY1 PABIR1 PACSIN1 PACSIN3 PAK4 PALM PBLD PC PCSK4 PDGFRB PDXK PELI3 PEPD PFKL PGLS PIANP PIDD1 PIH1D1 PIK3R2 PIM3 PITPNA PKMYT1 PLA2G6 PLCD3 PLD3 PLEKHA6 PLEKHA7 PLIN4 PLOD2 PLXND1 PNLIPRP1 POLM POLR2F POU6F1 PPARGC1B PPP2R2C PRKCSH PRKD2 PRMT1 PROSER2 PRR14 PRR22 PRR5 PRSS27 PRUNE1 PSMF1 PTK6 PTPRS RAC1 RAI1 RASAL1 RASL10A RASL12 RBM42 RBX1 RDH13 REEP6 RFXANK RGS14 RHBDF1 RHBDL1 RHCE RHOBTB2 RHOF RIPOR1 RN7SL665P RNASEL RNU2-19P RNU5A-1 RNU6-1241P RNU6-560P RNU6ATAC18P RNU7-124P RPA1 RPA2 RPL5 RPL7AP12 S100A9 SAMD11 SARS2 SCAMP4 SCFD1 SEMA4A SEMA4F SEPTIN2 SEPTIN9 SF3A2 SFTPC SGCA SH2B3 SH2D3A SH2D5 SHKBP1 SHOC2 SIN3A SIRT6 SLC11A2 SLC23A1 SLC25A20 SLC2A1 SLC30A3 SLC38A10 SLC44A4 SLC4A11 SLC8A2 SLC8B1 SMAD3 SMARCC2 SMCO4 SMUG1P1 SMYD4 SNX29 SPAG1 SPATA20 SPDEF SPINT2 SPOCD1 SPSB1 SPTBN4 SRC SREBF1 SRPK2 SSPOP SSUH2 STAB2 STARD10 STH STK10 STPG3 STPG3-AS1 SUPT5H SYNGR2 SYNGR3 SYTL1 TAF4B TAOK1 TBX21 TCF3 TEDC1 TEFM TEX38 TEX45 TFCP2L1 TGFBR3L THBS3 TIMM44 TMC6 TMC8 TMEM125 TMEM132A TMEM200B TMEM259 TMEM273 TMEM44 TMEM59L TMOD3 TMPRSS9 TNFRSF13B TNFRSF14-AS1 TNFRSF18 TOB1-AS1 TOGARAM2 TPM4 TPRA1 TRAF2 TRAK1 TRAPPC9 TREHP1 TRIM62 TRMT1 TRPV1 TRPV3 TSC2 TSPAN31 TSPEAR-AS1 TTC39A TTC41P TWF1P1 UBXN6 ULK3 UNC119 UNC13A UQCR11 VARS2 VGLL4 VIPR1 VSIG10L WDR36 YIF1B YIPF6 ZAR1L ZFYVE28 ZMAT2 ZNF221 ZNF226 ZNF514 ZNF573 ZNF746 ZNRF3-AS1 ZSCAN25 ZSWIM3 ZNF445_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF445_TARGET_GENES BLCAP CCDC144A ENOSF1 GEMIN7-AS1 GET4 HNRNPH1 KCNT1 MGMT ZNF454_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF454_TARGET_GENES ANO8 DSTYK ENSG00000230021 GSTCD GTPBP3 ING4 INTS12 KLHDC9 LINC01596 MAP3K10 MIR6810 MT-ND6 MT-TE MT-TT MTCO3P12 MTND5P11 POLD1 RBBP5 RPL37 ZNF486_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF486_TARGET_GENES AAK1 ABCA8 ABCA9-AS1 ACBD6 ACSM3 ADAM18 ADIPOR1 AKR1C7P ANO3 APOBEC3B ARL15 ARL2BPP1 ARL5A ARMC10 ASMTL ATP5PBP7 BAAT BEND7-DT BRCA1 BRD7P7 BTBD1 BTRC CALCRL CALM1P1 CCAR1 CCDC81 CD209 CDC42EP3-AS1 CDH10 CDH26 CDK14 CDKL5 CDYL CEP164 CHRNA3 CHURC1 CHURC1-FNTB CKB CLASP2 CMKLR1 CMTM7 CNDP1 CNOT4 COPA CPD CRX CRYM CST7 CTNNA2 CYP4F3 CYP4Z1 DAD1 DCTN4 DCUN1D2-AS DDX11L17 DHX30 DISP1 DLX6 DMGDH DNAI3 DNAJB6P1 DNAJC13 DNM1P38 DYTN EGR4 EIF2S2P6 ERBB4 ERCC6L2 ETF1P2 FA2H FADS2 FAM136A FAM170B-AS1 FAM216B FAM81B FBLN7 FBXW8 FHL2 FRYL GGTA1 GNG4 GOSR2 GSTA4 GSTO1 GTF2IP22 GUCY2C GULP1 HAUS8P1 HDAC1P2 HDAC2-AS2 HEMGN HERC1 HLA-DPB1 HMGN2P34 HNRNPA1P24 HNRNPA3P3 HPAT5 HPSE HSD3BP1 HTATSF1P2 IFNA2 IGLV1-62 IL23R IL2RB INSR ISCA1P2 ITGAL JCHAIN KCNIP4 KLHL26 KMT2A KRT18P68 KRT224P KRT8P11 LDHD LINC00868 LINC00869 LINC01068 LINC01722 LINC01981 LINC02050 LINC02104 LINC02159 LINC02436 LINC02953 LIPM LNCRNA-IUR LRP12 LTBP4 LYPD9P MAMDC2-AS1 MAP3K7CL METAP1 MIR1252 MIR1277 MIR3117 MIR4715 MIR4773-2 MIR764 MIR7843 MIR99AHG MKX MTCO3P44 MTHFD2L MTIF2P1 MTND1P34 MUC20-OT1 MYO1C NCAPGP1 NCOA2 NDEL1 NECTIN1 NEO1 NRCAM NRN1L NUDCD1 NUP160 ODF2L OLFM3 OR2A15P OR4A10P OR7E101P OR7E104P PALM PAPLN-AS1 PCMTD1P3 PES1P2 PFDN4 PHGDH PIP4P2 PLAGL1 PLLP PLPP5 PLSCR5 POLI PPIAP33 PPIAP46 PPP4R1 PRKAG2 PRSS58 PSMD11 PTP4A1 PTPN2 PTPRD PTPRK PURPL RAB3GAP1 RABEP2 RABGAP1L RBFADN RBPMS RFC1 RFX3 RIC1 RN7SKP112 RN7SKP219 RN7SKP27 RN7SKP59 RN7SL322P RN7SL392P RN7SL473P RN7SL587P RN7SL802P RNA5SP117 RNA5SP157 RNA5SP232 RNA5SP261 RNA5SP399 RNU1-52P RNU2-31P RNU5A-5P RNU6-1009P RNU6-1059P RNU6-1106P RNU6-1310P RNU6-1323P RNU6-163P RNU6-232P RNU6-33P RNU6-567P RNU6-944P RNU7-148P RPA2P2 RPL12P21 RPL21P30 RPL32P28 RPS16P5 RPS23P10 RPS26P56 RPS2P25 RPS3AP51 SAT1 SCPEP1 SDCBP SDHAP4 SEL1L3 SEM1 SHC1P1 SINHCAFP2 SLC13A3 SLC22A15 SLC24A5 SLC25A24 SLC36A4 SLC3A1 SMARCA1 SMPD4P1 SNHG14 SNRNP27 SNX12 SNX29P1 SNX29P2 SPICP1 SPICP5 SPINK9 SPOCD1 SPOCK1 SRGAP1 SSBL2P SSR1 ST13P14 ST13P2 ST7 STAG3L5P STAG3L5P-PVRIG2P-PILRB STK10 STK31 STK36 TEC TENM3 TLK1 TMC1 TOGARAM1 TOP3B TPRX1 TPT1P15 TPTE2P2 TRBV21-1 TRBV21OR9-2 TREML5P TRGV2 TRIAP1P1 TRPC6P10 TRPV1 TUBAP7 TUBGCP3 TXK UBR5 ULK2 USP54 VN1R7P WEE2 ZCCHC4 ZNF101P1 ZNF410 ZNF536 ZNF567 ZNF609 ZNF780A ZNRF1 ZSCAN31 ZNF488_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF488_TARGET_GENES ALDH1A2 ALKBH3-AS1 ATXN7L1 BRWD1 BRWD1-AS2 C21orf62-AS1 CASC3 CCBE1 CCT6B CDC42EP4 ELFN1-AS1 ENSG00000224865 FCHSD2 G0S2 GBA1 HOXA9 HOXB3 HSD11B1-AS1 INSM1 KIAA0319 KRT13 LAMP1 LINC00431 LINC00933 LINC01780 LINC02609 LINC02794 MIR615 MTFR2P2 NEUROG2 NEUROG3 PAXBP1 PRDM6 PRDM6-AS1 RFTN1 RNU6-1039P SLC15A1 STAT6 TNK2-AS1 TSC22D4 TSHZ2 UBE2Q2P1 ZNF217 ZNF674 ZNF674-AS1 ZNF490_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF490_TARGET_GENES ABHD17C ABLIM2 ACBD6 ACER3 ACLY ACSM6 ACVR1 ACVR2B ADAM32 ADAP2 ADGRE1 ADGRV1 AFF1 AFTPH-DT AGK ALDH3B1 ALG1 AMBN ANAPC5 ANKUB1 ANXA2R AP2B1 AP3D1 APAF1 APOBEC3H ARF1 ARHGEF16 ARID1A ARL6 ARNT ASB13 ATE1 ATP5PF ATP6V0E1P2 ATP8A2 B3GALNT2 B3GNTL1 BAK1 BAZ2B BCAR3-AS1 BCL7A BCOR BEST4 BNIP3L BPI BUD23 C19orf12 C1QBP C2orf80 C6orf132 CADM1 CALCOCO1 CANX CAPZBP1 CARMIL2 CASK CBX1 CBX1P3 CBX1P4 CBX7 CCDC74A CD300LG CD44-AS1 CD46P1 CDC6 CDK6-AS1 CDKL1 CENPT CERK CFAP251 CFAP410 CFAP57 CFL1P3 CHD3 CHIC2 CHMP3-AS1 CHRNA7 CHST8 CIBAR1 CIPC CITED2 CLTCL1 CLUL1 CMC1 CNTN1 CORO1C CR1L CREB5 CRYM CSRNP3 CTBP1 CTBP1-DT CTSB CTTNBP2NL CXCR6 CYB5R3 CYYR1-AS1 DCAF6 DHRS1 DIAPH1 DIAPH1-AS1 DLG4 DNAJB6P7 DNAJC18 DNAJC19 DNAJC30 DND1 DNMT1 DTD1 DYNC2I1 EBNA1BP2 EDNRA EFCAB6 EFTUD2 EGFR EIF5A2 ELF2 EMC7 ENSG00000202517 ENSG00000221060 ENSG00000230021 ENSG00000233223 ENSG00000258926 ENSG00000259961 ENSG00000260288 ENSG00000261924 ENSG00000272668 ENTPD6 EPB41L2 EPHA7 EPHB4 EPN2 ERC1 ERCC6L ESR2 ESYT1 EWSAT1 EXOC4 FA2H FAM106A FAM110C FAM237A FAM43A FANCM FARP2 FAXDC2 FCRL1 FEZ2 FHAD1 FKBP3 FLJ12825 FRAS1 GAL3ST3 GALNT10 GALNT4 GAMTP2 GAP43 GARIN2 GARNL3 GARS1-DT GAS2L3 GBGT1 GEM GET1 GFRA1 GHITM GINS4 GLYR1 GNB1 GNG4 GOLGA2P5 GORASP2 GOT2P6 GRB10 GRN GSDMA GTF2F2P2 GUSBP18 H2AC8 HELQ HIBCH HLCS HMGN2P9 HNRNPD HOPX HOXA-AS2 HSD11B1-AS1 HSPD1P11 IFFO1 IFI6 IFT46 IGFN1 IPO4 IRGC IST1 ITGA4 ITGA6-AS1 ITSN1 KAT8 KAZN KCTD15 KIAA0753 KLRK1 KRTAP4-1 L3MBTL1 LARP6 LGALS1 LINC00111 LINC00649 LINC01348 LINC01723 LINC01793 LINC01838 LINC01891 LINC01972 LINC02294 LINC02395 LINC02396 LINC02463 LINC02642 LINC02772 LINC02794 LLPHP3 LMNA LNPK LPP LRRC20 LRRC49 LRRTM4 LTN1 MAEA MAST2 MBTPS1 MCCC2 MCM2 MEGF11 MEIOC MEIS1 MESDP1 METAP1D MICAL3 MIR22HG MIR3973 MIR4434 MIR4505 MIR5586 MIR6124 MOV10L1 MPC2 MPHOSPH6 MPRIP-AS1 MRPL58 MRPS18C MRPS24 MT-ND6 MT-TE MT-TT MTCO3P12 MTF2 MTND5P11 MUTYH MX2 MYBPC2 MYG1 MYO18A MYO1C MYOM2 MYOM3 NAA20 NAA35 NAE1 NAPSA NAPSB NARS1 NCR2 NDUFA12 NDUFA3P2 NDUFV1 NDUFV1-DT NELFB NET1 NEUROD4 NGRNP2 NIT2 NLGN3 NLRP1 NOL8 NPM1P24 NPM1P31 NPM1P37 NPM1P39 NPM1P7 NPY6R NR2F1-AS1 NT5CP1 NTAN1P1 NUAK1 NUP133-DT NXPH1 OAS2 ODAD4 OR52K2 OR9A1P OSBP2 PACS1 PAOX PCGF1 PCNX2 PDE7B-AS1 PDPN PDZD2 PDZD7 PFN1P11 PGBD4 PHB1P12 PHF5AP7 PHLDB1 PIGUP1 PKM PLK1 PLSCR3 POC1B POC1B-AS1 POLDIP3 POLR2M POLR3B PPARA PPBPP2 PPP1R12C PPP2R2A PRELID1P6 PRPF19 PSG4 PSG6 PSMC1P12 PTDSS2 PTH1R PTOV1 PTPRO QRFPR R3HDM2 RAP1BP3 RBBP6 RBM42 RCAN1 RERE RERE-AS1 RGS22 RGS3 RHPN2 RIBC1 RN7SL204P RN7SL209P RN7SL735P RNF186-AS1 RNF217 RNU6-181P RNU6-248P RNU6-338P RNU6-799P RNU7-136P RPL10A RPL12P22 RPL21P23 RPL27 RPL27P6 RPL38 RPL4P2 RPL5P30 RPL5P5 RPL7P3 RPS15AP18 RPS15AP30 RPS25 RPS2P24 RPS4XP6 RPS6P26 RPSAP64 RSRC2 RTF2 RTN4R RUVBL1 S100A11 SBF2-AS1 SCMH1 SCRN1 SDAD1P1 SEC31B SECTM1 SEL1L3 SELENOF SELENOP SEPTIN11 SERPINB12 SF3B2 SGK1 SIX4 SKIDA1 SLC14A2 SLC16A13 SLC24A1 SLC25A12 SLC25A37 SLC2A6 SLC30A3 SLC30A6P1 SLC7A7 SLED1 SMAD9 SMARCD2 SMC1A SMG8 SMOX SNCAIP SNORA62 SNORD81 SNX11 SNX27 SORBS1 SOX2-OT SP110 SPAST SPATS2L SPINK1 SPRY4-AS1 SPTAN1 SREBF1 STC1 STK26 STK40 STMP1 STOML2 STPG3-AS1 STRN4 SULT6B1 SUZ12 SUZ12P1 SYT14 TACC2 TBC1D1 TCF7L2 TEFM THAP11 THUMPD1 TINAG TINAG-AS1 TLN1 TM7SF2 TM9SF3 TMC6 TMEFF2 TMEM140 TMEM14A TMEM150C TMEM207 TMEM236 TMEM255A TNFRSF9 TOE1 TPM3 TRABD2A TRAF2 TRAPPC4 TRGVA TRIM15 TRIM29 TRIT1 TTC23L TUBB4AP1 TUG1 TXNRD2 UBA2 UBE3D UBQLN1 UBQLN1-AS1 UPP2 VAMP3 VAMP8 WDR1 WDR81 WNT5B YPEL4 ZBTB20 ZBTB7C ZC3H10 ZNF177 ZNF211 ZNF224 ZNF226 ZNF250 ZNF267 ZNF432 ZNF75A ZNF773 ZNF793 ZNF8 ZNF8-DT ZNF8-ERVK3-1 ZNF821 ZNF833P ZNF887P ZNF491_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF491_TARGET_GENES ELF2P3 F12 GCHFR GRK6 IFI44L MIRLET7BHG PCAT19 PRR34-AS1 TLK2 VWA7 ZNF493_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF493_TARGET_GENES CPN2 NLE1 RND1 RRN3P1 STAT6 TENM3 TENM3-AS1 TTC1 ZNF501_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF501_TARGET_GENES CMC1 EXOSC3 GSTCD IMPA2 INTS12 NSMAF REPIN1 SLC15A4 TCF12 WDR36 ZDHHC17 ZNF280D ZNF775 ZNF502_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF502_TARGET_GENES ANO8 C21orf62-AS1 CACUL1 CCDC18-AS1 CITED1 DAND5 DR1 ENSG00000230021 EPC1-AS1 EPC1-AS2 ERGIC3 FAM228B FAM230G FGD4 GTPBP3 HEY1 IRGQ MTCO3P12 MTND5P11 NOP56 PAPSS1 PAXBP1 PCF11-AS1 PFN4 PHLDA3 PLEKHH2 RNF165 RNF19A RNVU1-15 SDF2 SHISA8 SUCO SUPT6H TSNAX UNC13A ZNF221 ZNF461 ZNF507_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF507_TARGET_GENES AARS1 ABCB6 ACAD9 ACIN1 ACOX1 ACTMAP ADAR ADAT3 ADCK1 ADI1P3 ADNP ADNP2 AFF4 AFF4-DT AGTRAP AHCYL2 AIDA AKAP11 AKT1S1 AKT2 ALDH1A2 ALDH6A1 ALG1 ALG10B ALOX12-AS1 AMDHD2 ANAPC5 ANKRD10 ANKRD12 ANKRD13A ANKRD40CL AP1AR-DT AP5Z1 APEX1 ARFGEF2 ARHGAP12 ARL2 ARL8B ARMT1 ARRDC1 ARSK ASPSCR1 ASXL2 ATG14 ATG3 ATP6AP1 ATP6AP1-DT ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D1-DT ATP6V1A ATP6V1C1 ATP6V1D ATP6V1E1 ATP6V1G1 ATP6V1H ATP7A ATXN1L ATXN7L1 AVL9 BAX BCL2L13 BCL6 BCL7C BHLHE40 BLOC1S1 BLOC1S3 BPHL BPTF BROX C12orf4 C12orf43 C19orf47 C1QTNF6 C1orf43 C4orf3 C4orf46P2 C6orf52 C7orf25 CALR CAMK2D CAPZA2 CASP9 CCAR1 CCDC103 CCDC115 CCDC167 CCNG2 CCNT1 CD164 CD70 CDIPT CDIPTOSP CDK16 CDK20 CDK4 CDK7 CDKL3 CENPP CEP162 CHCHD2P6 CHCT1 CHIC1 CHM CHMP4A CLCN5 CLCN6 CLCN7 CLN3 CNPPD1 COA7 COL9A2 COMMD3 COMMD3-BMI1 COMMD4 COMMD8 COMMD9 COQ4 COX5A COX7A2L CRACDL CRB3 CREBRF CTNS CTSA CTSD CUL5 CUTA DCAF13 DCTN4 DCTN5 DDB2 DDX19B DDX3X DENND6A DENND6A-DT DEPDC1 DHDDS DHX35 DHX35-DT DIAPH1 DIP2B DLG2 DNAJC13 DNAJC16 DNAJC8 DOHH DOLK DPH6 DRC3 DTNA DTX3 DUS3L DUSP1 DUSP3 DUSP7 DVL2 DYM DYRK1A EEF2 EFCAB10 EFCAB13 EFCAB13-DT EFHB EFTUD2 EIF2S1 EIF4A1 EIF4A3 EIF4B EMC2 EME1 ENSG00000260288 ENSG00000272008 ENSG00000282904 EPC1-AS1 EPC1-AS2 EPG5 ERP29 ESF1 FADS2 FAHD1 FAM117A FAM118B FAM13A FAM187A FAM210A FAM21EP FAM21FP FAM9CP1 FBXO31 FBXO38 FBXO38-DT FDX2 FEN1 FLCN FNDC3A FNIP1 FNIP2 FOXM1 FTH1P5 FUCA2 G3BP1P1 GABARAP GALC GALNS GATB GBA1 GBAP1 GDF15 GEM GET3 GET4 GFI1B GIGYF2 GIT2 GLA GLMP GNB2 GNPDA1 GNPTG GNS GPATCH3 GPNMB GPRASP3 GRN GTF2A1 GTF2A1-AS1 GTF2H1 GUF1 GUSB GUSBP11 HAGH HAPSTR1 HBP1 HCFC1R1 HDAC4 HDAC4-AS1 HECTD3 HEG1 HELQ HERPUD1 HEXA HEXA-AS1 HIF1A HMGCL HMGCS2 HMOX1 HNRNPD HNRNPD-DT HNRNPH2 HOXB7 HOXC13 HOXC5 HPS1 HPS3 HPS5 HSD11B1L HSPBAP1 ICA1L IFI30 IFRD1 IGF2R IGHD3-3 IGLV1-47 IKBKG IL5 ILF3 ILF3-DT ILVBL IMP4 INTU IQSEC1 ISG20 ISLR2 IST1 ITGA7 KAT14 KAT5 KAT7 KCNG3 KDM3A KDM4C KIDINS220 KIF16B KLHL12 KLHL24 KLHL28 LACTB2 LAMP1 LAMTOR1 LAMTOR3 LAPTM4A LAPTM4A-DT LATS2 LCDR LDHBP1 LEMD3 LGALS8 LGALS8-AS1 LIMA1 LIN52 LINC-PINT LINC00649 LINC00652 LINC01164 LINC01278 LINC01285 LINC01881 LINC02231 LINC02851 LINC02863 LMTK2 LNPK LRPPRC LRRC37A3 LSM5 MAF MAFG MAP1LC3B MAP2K4P1 MAP3K12 MAPK3 MARCHF8 MARF1 MAX MBD6 MCM2 MCMBP MCOLN1 MCPH1-AS1 MED28 MED28-DT MELTF-AS1 METAP1D MFF MFF-DT MFSD1 MFSD11 MFSD13A MFSD5 MICOS13 MIGA2 MILIP MIR181A1HG MIR3910-2 MIR3928 MIR4661 MIR548AW MIR550A1 MIR550A2 MIR550B1 MIR550B2 MIR6879 MIR8059 MITD1 MORC2 MOV10 MPV17 MRPL27 MRPL30 MRPL41 MRPS18C MRPS2 MTHFD2P2 MTHFR MTRF1LP1 MVP MVP-DT NAA40 NAA50 NAGPA NAPA NAPSB NDUFAF5 NDUFV2-AS1 NEU1 NEURL2 NFATC3 NOL8 NOS3 NPTN NPY1R NR6A1 NRBF2 NSMCE2 NTHL1 NTMT1 NUDC NUDCD3 NUP188 OPLAH OR10H3 OR10H4 ORC6 OSBPL2 OSGEP OTUD3 PABPN1 PAGE5 PAK1IP1 PALB2 PARL PBXIP1 PCM1 PDCD6IP PDE12 PDGFB PENK-AS1 PEPD PES1 PET117 PFKFB2 PHTF2 PICALM PIERCE1 PIK3C2A PIP4K2C PIP4P1 PKD1L2 PLA2G4C PLA2G6 PLCG1-AS1 PLD3 PMEL PNPLA7 POLD1 POLDIP2 PPIL4 PPM1H PPP1R26 PPP4R1 PPT1 PRDX6 PRRC2C PTBP1 PTEN PWWP2A QTRT1 RAB21 RAB3GAP2 RAB5A RAB5B RAB7A RAD50 RAD51AP1 RAD9A RAET1K RAMACL RBBP4 RBM15 RBM15-AS1 RBM19 RBM28 RBM48P1 RC3H2 RCAN1 RCBTB1 RELB RETREG2 RHCG RHNO1 RIMOC1 RIOK3 RIT1 RMND1 RN7SKP114 RNASEK RNASEK-C17orf49 RNF181 RNF185 RNF220 RNF43 RNFT2 RNMT RNU4-42P RNU6-829P RNU7-27P RNVU1-2A RPL22P17 RPL36 RPP30 RPS29P16 RPUSD4 RRAGB RRAGC RRAGC-DT RUFY1 S100PBP SAE1 SASH1 SBNO1 SBNO2 SCAMP3 SCAMP4 SCLY SDHC SEC23IP SEL1L3 SEMA4C SEPHS2 SERF2 SETP9 SGO1 SGO1-AS1 SH3BP2 SHPK SIRT1 SIRT5 SIRT6 SKAP2 SKIC3 SLC25A12 SLC25A26 SLC25A32 SLC25A36 SLC25A38 SLC25A46 SLC33A1 SLC35A5 SLC35B2 SLC36A1 SLC38A2 SLC38A2-AS1 SLC38A7 SLC3A2 SLC49A4 SLMAP SMCR8 SMIM27 SMNDC1 SNHG29 SNIP1 SNORA75 SNORD49B SNRPA SOCS2 SOCS5 SPG21 SPNS1 SPOCD1 SPPL3 SPRING1 SQSTM1 SREK1 SRPK2 SRSF2 SRSF3 SSR3 STEEP1 STK25 STK3 STT3A STX4 STX6 SUB1 SUMF1 SUPT16H SUPV3L1 SYNE1 SYNE2 SYT12 TADA1 TAF6L TAMM41 TBC1D17 TBCEL TCEAL4 TCN1 TCN2 TDG TEX10 THAP8 THRAP3 TMEM116 TMEM126A TMEM126B TMEM131 TMEM185B TMEM199 TMEM232 TMEM258 TNFAIP3 TNPO2 TNRC6B TOGARAM1 TOM1 TOM1L2 TOP3A TPP1 TPRA1 TRAPPC2L TRAPPC6A TRAPPC8 TRMT1 TRMT10B TSC1 TSC2 TSPEAR-AS2 TSR2 TSR3 TULP3 UBALD2 UBAP2 UBAP2L UBE2B UBE2Q1 UBE4B UBXN1 UBXN6 UGGT1 UQCC6 UQCRC2 UROD USF1P1 USP28 USP31 USP32 USP44 USPL1 UTP20 UVRAG UVRAG-DT VAC14 VAPB VAV3 VEPH1 VPS11 VPS11-DT VPS18 VPS26A VPS33A VPS35 VPS35L VPS41 VPS50 VPS8 WASHC2A WASHC2C WASHC5 WBP2 WDR19 WDR6 WDR62 WDR81 WWP2 XIST XKR3 XKR9 YOD1 ZBTB8OS ZDHHC1 ZFP62 ZFYVE1 ZFYVE26 ZNF292 ZNF322 ZNF507 ZNF778 ZNF780A ZNF815P ZRANB2-AS1 ZZZ3 ZNF510_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF510_TARGET_GENES ABCC12 ADA ADAMTS9 ALDOA ANAPC5 ANGPTL6 C21orf62-AS1 CCPG1 COG6 CWC25 DNAJC6 EVA1C EXOSC2 FEM1C FES GIT2 GPR180 HAPLN2 HEBP2 HMGN3 IFI44L KAT8 LRRC8C LRRC8C-DT MED21 MTFMT MTO1 NCKAP1L NLE1 NOL6 PAXBP1 PIGB RANBP3L RND1 RNF169 RPL23AP67 SNHG30 TTC1 TTC28-AS1 WNT8A ZNF607 ZNF512B_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF512B_TARGET_GENES ACO1 ADAMTS9 AMD1 AMPD3 ANTXR1 APBB3 ARFRP1 ARHGAP5 ARHGEF5 ARID2 ARRB1 ASPHD2 ATG4B ATL2 AXIN2 BBX BCL11B BCL7A BRD7 BRINP3 BRINP3-DT BTN2A1 BTN2A2 BUD23 C19orf47 C2orf42 CACNA1A CALM3 CAMK2N1 CATSPERE CATSPERG CBR4 CBR4-DT CDC42EP4 CEBPB-AS1 CELF4 CHRAC1 CLBA1 CLMN CNOT6 COL6A3 CSTB CXXC1 DDX55 DHPS DHRS13 DICER1 DICER1-AS1 DNAAF11 DPYSL3 DTWD1 ENSG00000187951 ENSG00000228021 ENSG00000253593 ENSG00000261729 ERICH6 ERICH6-AS1 ERN1 ETS2 F12 FAM107B FAM133B FAM204A FAM217B FAM227B FAM241B FGD3 FGF13 FIGN FOXI1 FOXP2 FRY-AS1 FST GAD1 GATA3 GDF11 GFI1B GNAS GPC6 GPR158 GPR78 GRK6 HOXD11 HRG-AS1 HRK HUS1 IQGAP2 IRX4 ISLR2 KBTBD4 KCNG1 KLF6 KLHL22 KMT5B KNSTRN KRTAP1-3 LAPTM4B LINC01132 LINC01166 LINC01168 LINC01750 LRP6 LRRC14B MACROD1 MAGI1 MECOM MEIS2 METTL4 MICA MIR3124 MIR378A MIR4291 MLH3 MMD MMP16 NBR2 NDC80 NDUFAF6 NDUFS3 NECTIN2 NKD2 NME2 NOTCH2NLA NOVA1 NOVA1-DT NOX5 NPR3 NR1D2 NR2F1 NR2F1-AS1 ODAD2 ONECUT1 OTUD1 PAWR PCNX2 PFKP PGAP1 PHF21A PHLDB1 PITX3 PKM PLD3 PLEKHA4 POLR2A PPP5D1P PRDM6 PREX1 PRKCA PRKCE PUDPP2 RAB7A RGS9 RNFT2 RNU4-13P RNU4-2 RNVU1-15 RPL5 RPS19 RUBCNL SCARB1 SDC2 SELL SEMA3A SEMA4D SH3BP5L SHOX2 SLC16A5 SLC25A6 SLC35A4 SMAD3 SMAD3-DT SMAD5 SMAP2 SMARCD2 SMG1 SMG7 SMG7-AS1 SNX16 SOX6 SPATS2L SSBP2 STAU1 STX18 STX18-AS1 SYCP2 SYMPK TBC1D30 TBKBP1 TCP11L1 TENM4 TFAP2A TG TGFB3 THAP4 TM4SF1 TMEM68 TOB1 TOB1-AS1 TP53INP1 TPST1 TRAPPC9 TRPS1 TSC22D4 TSHZ2 TUBB8 UFSP1 VEZT VSTM2A ZBTB10 ZBTB4 ZCCHC24 ZFPM2 ZGPAT ZMIZ1 ZMIZ1-AS1 ZNF114 ZNF253 ZNF350 ZNF512B ZNF580 ZNF581 ZNF512_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF512_TARGET_GENES ABHD16A ACOT13 ACVR2A ADD1 AJUBA AKR1B10 ALG1L13P ALG3 ALX4 AMIGO2 AMPD3 ANGPTL4 ANKRD24 ANPEP AP4B1 APCDD1L AQP4-AS1 AQP8 ARHGAP25 ARHGEF1 ARHGEF6 ARL4A ARL5C ARPC5 ASPHD2 ATL2 ATP5MGP3 ATP6V1G2 ATP6V1G2-DDX39B AVL9 BAIAP2L1 BATF3 BCL6 BET1L BLCAP BPNT1 BRD7 BRSK1 BTN2A2 C10orf53 C4orf3 CA8 CACNA1A CAMK2N1 CAMKK2 CATSPERG CCDC144NL CCDC73 CCDC83 CCNB2 CCNI CD28 CDC123 CDKN2C CELF3 CES3 CHCHD10 CHD9NB CHST10 CLMN CLSTN3 CMPK2 COA6-AS1 COTL1 CREBL2 CREM CRKL CROCC CRYZL2P CRYZL2P-SEC16B CSNK1A1 CT45A1 CUEDC2 CUL2 CYP2B6 CYREN DACH1 DCLRE1B DENR DHRS13 DICER1 DIP2A DKKL1 DLGAP1-AS1 DNM2 DPF1 E2F3 ECE2 EFHC1 EGR3 EIF2S3 ELN ELOCP2 EN1 ENC1 ENSG00000187951 ENSG00000226506 ENSG00000236366 ENSG00000246130 ENSG00000254718 EOLA1-DT EPC1 EPOR ETS2 FAH FAM107B FAM241B FAM83A-AS2 FBLL1 FBXL2 FGF13 FOXK1 FSIP2LP FST FYB1 GABBR1 GAD1 GALNT11 GALNT6 GATA5 GFI1B GFY GLRXP1 GLYAT GMFB GOSR1 GPC5 GPR78 GRIK5 GSDMA H6PD HBD HCG9 HDDC2 HIP1R HJV HM13-AS1 HMGB3P5 HNRNPH2 HOXB3 HOXB6 HOXC13 HOXD3 HTR3D ID2 ID2-AS1 IDS IMPA1P1 INTS13 IQGAP2 IRF6 ISG20L2 IST1 ITGAM ITPR2 JPX KCNK15 KCTD19 KCTD3 KDM2B KDM2B-DT KLF5 KLF7 KLF7P1 KLHL31 KLK10 KMO KRTAP1-3 KRTAP16-1 LAMP1 LARP1BP2 LAX1 LCTL LDAH LIMS2 LINC00114 LINC00700 LINC00836 LINC00970 LINC01297 LINC01596 LINC02453 LINC02701 LINC02798 LINC03057 LIPT2-AS1 LMNB2 LONRF3 LRGUK LRRC28 LRRC36 LRRC37A3 LYPD3 LZTS1 MAGEF1 MAPK8IP1P2 MAPKAPK2 MARK2P11 MCCC1 MDGA1 MECOM MEPCE MESP2 MET MICA MINK1 MIR153-1 MIR320B1 MIR583HG MIR7845 MKRN3 MME MROH7-TTC4 MRPL36 MSANTD4 MTA2 MTIF2 MTMR9LP MUC16 MYOM2 MYOM3 NAA20 NAALADL2 NAPGP2 NAV2 NAV2-AS3 NAV2-AS6 NCBP3 NCOA7 NDUFA3P3 NEK1 NELFCD NEXN NFKBIE NFKBIL1 NIF3L1 NIFKP3 NINJ2 NIPA1 NIPSNAP2 NMRAL2P NONO NOP56P1 NOSIP NOX5 NR2F1 NR2F1-AS1 NUDT5 OBI1 OPTN OR2AT1P OR6V1 OR7G3 P2RX3 P3H3 PACRGL PAPLN PAPLN-AS1 PAPPA2 PARP12 PARS2 PCED1B PCED1B-AS1 PCNX2 PDCL3P5 PDE7A PDE7A-DT PDE7B-AS1 PFN2 PGA3 PGA5 PGAP1 PHC1 PHC2 PHLDB1 PILRB PITX3 PKLR PLEKHA4 PLXDC1 POLD3 POLE3 POLR3H POU6F1 PPIL3 PPP4R3B PRCC PRMT6 PRMT9 PRR7 PRRG2 PRTN3 PTCH1 PTH2 PTPRS-AS1 PUDPP2 RAB13 RAD51AP2 RBMS2 RBPJL RCC2 RIC8A RIF1 RNA5SP243 RNF8 RNFT2 RNU2-61P RNU4-13P RNU6-1136P RNU6-409P RNU6-707P RNU6-845P RNU6-903P RNU6-955P RNU7-196P RNVU1-32 RPF1 RPL30P5 RPL41 RPS17P7 RPSAP18 RSPO3 RTN3 SAA1 SCARB1 SCAT1 SCCPDH SCNN1B SCRT2 SCUBE3 SDC2 SEL1L3 SELL SEMA3F SERBP1P3 SEZ6L SGK1 SHOX2 SIPA1 SIRT1 SIRT4 SLA SLC17A1 SLC1A4 SLC25A10 SLC25A6 SLC35F5 SLC7A6 SLCO2B1 SMARCD3 SMG1 SMG1P1 SMIM15P2 SMU1 SNAPIN SNORD13 SNRNP27 SOD1 SOX5 SOX6 SPACDR SPINK4 SPINT2 SPTBN1-AS2 SSBP1 STAG3 STAG3L5P-PVRIG2P-PILRB STAU1 STC2 STK10 STPG1 STX2 SUB1 TAF1D TBX15 TBX3 TCTN3 TDRD9 TEP1 TEX11 TFPI TG TGFB3 TIMELESS TIMM17A TJAP1 TLE4 TLK1 TMEM160 TMEM176A TMEM176B TNFAIP3 TNFRSF10B TNFSF10 TP73-AS1 TRAPPC12 TRAPPC9 TRIM69 TRIO TRPS1 TSPAN18 TTI2 TUBB8 TYRO3 U2AF2 UBTD2 UGP2 UMLILO UPF3AP2 VAV1 WASF1 WEE2-AS1 WNK1 XPNPEP2 XRCC5 XXYLT1 ZBTB20 ZC2HC1C ZC3H4 ZCCHC24 ZCWPW1 ZFP64 ZFPM2 ZMIZ1 ZMIZ1-AS1 ZMIZ2 ZMYM3 ZMYND8 ZNF114 ZNF180 ZNF184 ZNF200 ZNF30 ZNF300 ZNF358 ZNF385A ZNF484 ZNF493 ZNF512B ZNF521 ZNF528 ZNF580 ZNF581 ZNF710 ZNF764 ZYG11B ZNF513_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF513_TARGET_GENES AARSD1 ABCB9 ABCC8 ABI2 ABR ACOXL ACTB ACVR1 ADAMTS9 ADH5P2 ADORA1 AEBP2 AGAP3 AK7 AKT1S1 ALG13 ALG5 ALMS1 AMMECR1 ANAPC15 ANKHD1 ANKLE2 ANKRD13B ANKRD17 ANKRD17-DT ANP32E AP2A1 ARHGEF1 ARHGEF17-AS1 ARID1B ARID3A ARID4B ARIH2 ARL6IP4 ASAP1 ASH2L ATAD2 ATG101 ATP13A1 ATP1B1 ATP2B4 ATP5MC2 ATPAF1 ATRX ATXN1 ATXN1-AS1 ATXN10 ATXN7 B4GALT1 B4GALT6 BARHL2 BAZ1A-AS1 BAZ2B BBIP1 BBX BCL11A BCO2 BCOR BICRA BICRA-AS2 BMI1 BMP7 BOC BPTF BRWD1 BRWD1-AS2 C1QL4 C1QTNF2 C1orf21-DT C2 C21orf62-AS1 C22orf15 C3 CABLES1 CACNA1D CACNB4 CACNG5 CAHM CALHM2 CALR CAND1 CAPN12 CARF CARHSP1 CARMIL1 CARMN CBLN3 CCDC66 CCDC97 CCNC CCNI CCT6B CD6 CDC123 CDC14A CDC42SE1 CDC73 CDK18 CDT1 CELF2 CEMIP2 CEP135 CERS6 CFAP418 CHAF1A CHCHD7 CHD3 CHD4 CHD9NB CHIC1 CHST3 CIZ1 CKB CLDND2 CLIC4 CLPB CNIH3 CNIH4 CNOT3 CNOT4 CNR1 COL13A1 CORO1A COX4I1 COX6B1P7 CP CPEB4 CREBRF CRTC1 CSK CT75 CTBP2 CUL4B CXCL16 CYFIP1 DACT3-AS1 DAXX DBNDD2 DCAF13 DCLK1 DCTN4 DDI2 DDX41 DGKA DIPK2A DKK2 DLC1 DLK2 DLX1 DLX5 DNAJC6 DNMT1 DPAGT1 DPY19L3 DST DUSP16 DUTP7 DYRK2 E2F5 E2F5-DT ECD ECE1 EEF1A1P18 EFHD2 EFHD2-AS1 EGR3 EIF3D EIF5 EIF6 EMC3 EMC3-AS1 EMC8 EME2 EMX2 EMX2OS ENC1 ENSG00000230021 ENSG00000233230 ENSG00000254111 ENSG00000271551 ENTPD4 EP300 EPHX2 ERC2 ERG ERICH6 ERICH6-AS1 ETS2 EXOSC8 FABP6-AS1 FAM13A FAM149B1 FAM167A FAM193B FAM43A FAXC FAXDC2 FBRS FBXO11 FBXO41 FEM1B FEZF1 FEZF1-AS1 FGD4 FGD5-AS1 FGF5 FGFR4 FGGY FLT1 FMC1 FMC1-LUC7L2 FOSL2 FOXB1 FOXF1 FRMD4B FTSJ3 FZD2 G0S2 GABARAP GABARAPL1 GABPB2 GALE GALNT6 GALNT7 GALNT7-DT GATA6 GATA6-AS1 GBA1 GCLC GCNT1 GDAP1 GEMIN6 GFRA1 GGPS1 GIPR GLDC GLI3 GNAS GNG12 GNG12-AS1 GNL1 GOLGB1 GOSR1 GRK3 GRK3-AS1 GTF2I GTF3C6 GVQW3 GYS1 GZF1 H3-3B HAX1 HDAC5 HDDC2 HDGF HELB HEXIM1 HGSNAT HK1 HKDC1 HLA-F HNRNPLL HNRNPU HOXA5 HOXB-AS1 HOXB-AS3 HOXB2 HS3ST5 HSD11B1-AS1 HUNK IGF2BP3 IKZF2 IL10RB IL10RB-DT IL18R1 IL21R ILF3 ILF3-DT INO80 INPP4B INSYN2A INTS3 IPO8 IRF2 IRF2-DT IRX3 IRX5 ISM1 ITGA3 ITPR1 ITPR1-DT ITPRID2 ITPRID2-DT JAK2 JARID2 JARID2-AS1 JMJD4 JPH1 KCNB1 KCNE2 KCNMA1 KCTD15 KCTD3 KDM2A KHNYN KIAA0319L KIAA1755 KIF21A KMT5B KPNB1 KPNB1-DT KRI1 KRTCAP2 KSR2 LAMTOR4 LCP2 LDB1 LEKR1 LGI4 LHX2 LHX4 LIG4 LILRB3 LIN37 LIN7B LINC-PINT LINC00461 LINC00938 LINC00987 LINC01003 LINC01089 LINC01138 LINC01145 LINC01411 LINC01491 LINC01596 LINC01605 LINC01762 LINC01918 LINC02093 LMO4 LNP1 LOC101929269 LOC124901296 LPP LRRC49 LRRC8B LSM3 LTBP3 MACROH2A2 MAD1L1 MALINC1 MAML3 MAN1A2 MANF MAP1B MAP2K2 MAP2K4P1 MAP2K5 MAP2K5-DT MAP3K9 MARF1 MARK1 MCMBP MCTP1 MDFIC ME1 MED13L MEF2C MEF2C-AS1 MEF2C-AS2 MEIS2 MFSD11 MICAL3 MICALL1 MIER1 MIR124-1HG MIR1244-2 MIR1244-3 MIR1244-4 MIR3187 MIR4710 MIR615 MIR6784 MIR9-1HG MRPL20 MRPS34 MSRB3 MT-RNR1 MT-TF MTAP MTCO3P12 MTERF4 MTF2 MTND5P11 MTPN MYL12A MYO5A MYOCD NANOS1 NAP1L1 NAP1L5 NAV2 NCAPG2 NCDN NCL NCOA2 NCOA7 NCOR2 NDUFB8 NDUFC2 NDUFC2-KCTD14 NDUFS7 NEDD4 NELFE NEO1 NEUROG2-AS1 NEXN NFE2L1 NFIB NHERF2 NIPBL NKILA NKX6-1 NOG NOL4L NPAS1 NPDC1 NPM1 NPM2 NR2C2 NR2F2 NRDC NREP NRL NTN1 NUDT5 NUS1 OSBPL10 OSBPL2 OVOL2 P2RX5 P2RX5-TAX1BP3 PABIR2 PABIR3 PAFAH2 PALS2 PARP8 PAX6 PAXBP1 PBX1 PBX2 PCDH10-DT PCGF2 PCM1 PDS5A PDXK PDZD7 PEX6 PFKM PHF12 PHF21A PHF23 PHF3 PHGDH PHIP PICART1 PIK3R5 PIP4K2A PIPOX PKD2 PLA2G6 PLCD3 PLCH2 PLEKHA5 PLEKHG1 PLEKHG3 PLEKHH2 PLOD1 PLPP3 PMEPA1 PNKP POLD4 POLI POLR3K PPM1F PPP1R15A PPP1R18 PPP1R3B PPP1R3F PPRC1 PRCD PRDM16 PRDM16-DT PRKCSH PROCA1 PRR3 PRR5L PRSS16 PSIP1 PSMA1 PSME2 PSMG1 PTENP1 PTENP1-AS PTGES3L PTGES3L-AARSD1 PTGFRN PTPN4 PTPRD PTPRD-AS1 PURA PUS7 PYM1 QKI QSOX1 R3HCC1 RAB35 RAB35-AS1 RAB4A RAB4A-AS1 RAB6B RAB8A RABGAP1L-DT RAI1 RALA RAP1A RAP1GAP2 RAPGEF2 RARA RBBP4 RBBP5 RBFOX3 RBL1 RBM25 RBM3 RBMS1 RBMS1P1 RBPMS RBPMS-AS1 RC3H1 RC3H1-DT RC3H2 RCOR1 RCOR3 RFX3-DT RFX7 RGL2 RGS10 RGS16 RGS9 RHOF RIMS1 RN7SL468P RN7SL494P RNA5SP150 RND1 RNF182 RNF217 RNF217-AS1 RNF225 RNF31 RNU1-8P RNU4-13P RPL11 RPL39 RPRD1B RPS25 RREB1 RTN1 RTN4 RUNDC1 RUVBL2 SAE1 SAMD4A SAMD4B SAP30BP SATB1 SATB2 SATB2-AS1 SCARA3 SCRIB SCUBE3 SDC3 SEC23IP SEC24B SEC24B-AS1 SEMA3A SEMA4D SENP3-EIF4A1 SERTAD2 SETD1B SETD7 SETP6 SFSWAP SFXN2 SGK1 SH3BP5 SH3RF1 SHANK1 SHC4 SHOC2 SHOX2 SIRT1 SKIC2 SLC12A2 SLC12A2-DT SLC12A5-AS1 SLC22A17 SLC22A23 SLC25A32 SLC25A45 SLC29A3 SLC35A3 SLC35B3 SLC4A8 SLIT3-AS2 SMAP2 SMARCA5 SMARCD1 SMCHD1 SMG1 SMG1-DT SMG1P2 SMG1P3 SMG8 SMG9 SMIM7 SNAP47 SNCA SNORA30 SNORD82 SNRNP25 SNX15 SNX27 SOWAHD SP3 SPG21 SPRY2 SPRY4-AS1 SPRYD3 SPRYD7 SRC SRCAP SRPK2 SRRM2 SRSF2 SRSF3 SRSF7 ST13 ST3GAL1 ST8SIA2 STAC3 STC2 STK19 STMN3 STOML1 STON1 STRBP STT3B SUPT6H SYDE2 TAB2 TAOK2 TAPBP TBC1D1 TBC1D9 TCAM1P TCAP TCF4 TENM3 TENM3-AS1 TENM4 TERF1 TEX38 TEX9 TFAP2A TFDP1 THAP10 THAP12 THEMIS2 THSD7B TIAL1 TIMM44 TLE5 TM9SF3 TMBIM4 TMEM132B TMEM164 TMEM177 TMEM232 TMEM38A TOP3B TP53TG5 TPM4 TPR TRAPPC4 TRAV12-2 TRIM44 TRIM46 TRIP6 TRPC1 TRUB1 TSC22D1 TSC22D1-AS1 TSC22D4 TSPAN4 TSPYL2 TTBK2 TTC5 TTI1 TTL TTLL3 TUBA1C TXNIP TXNL1 TYMS UBE2E1 UBE2L3 UBE2Q1 UBE4B UBR4 UBR5 UBTF UPP2 URI1 USP22 USP27X USP27X-DT USP34 VAV2 VCPIP1 VGLL4 VNN2 VPS25 VWA7 WAC WAC-AS1 WDFY3 WDFY3-AS2 WDR12 WDR25 WDR26 WDTC1 WDTC1-DT WEE1 WFDC21P WIF1 WLS WWTR1 WWTR1-AS1 XPC XPNPEP2 XPO1 XPR1 XRCC1 YAP1 YPEL5P1 YWHAB ZBTB24 ZBTB45 ZBTB48 ZBTB8OS ZC3H4 ZDHHC14 ZFHX2 ZIC2 ZKSCAN2 ZMYM2 ZNF148 ZNF385C ZNF444 ZNF503-AS1 ZNF521 ZNF625 ZNF625-ZNF20 ZNF687 ZNF700 ZNF703 ZNF704 ZNF713 ZNF771 ZNF81 ZNF830 ZNF860 ZNF514_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF514_TARGET_GENES CPN2 CWC25 GSN LINC00431 MED21 NOL6 RND1 STAT6 ZNF524_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF524_TARGET_GENES ACAT2 ACKR2 AGAP2-AS1 AGO3 AJUBA AJUBA-DT AKAP9 ALG11 ANKRD13A ARHGEF12 ARID1A ARMH3 ASAH1 ASAH1-AS1 ATG2A ATP5MFP1 ATP7B ATXN2 AURKAIP1 B3GALT6 B4GAT1 B4GAT1-DT BET1 BET1L BMS1 BRCA1 BRF2 BRMS1L BRWD1 BRWD1-AS2 C11orf68 C17orf75 C1orf159 C1orf220 C1orf35 C4orf48 C5orf24 C6orf136 CACNB3 CARS1 CCDC107 CCDC124 CCDC6 CCNG1 CCNI CD2AP CD2AP-DT CDC42SE1 CDON CELSR3 CENPU CEP57L1 CFAP20 CFAP418 COPS7B CSTPP1 CTNNB1 CUEDC2 CZIB CZIB-DT DDX50 DDX55 DIAPH1 DMAP1 DNM3 DOCK7 DOCK7-DT DPYSL5 DRAP1 DRG2 DUS1L DUSP1 EFCAB7 EFNB3 EGR2 EIF2D ELOVL7 EMC10 ENSA ENSG00000246465 ENSG00000247416 EPHA2 ESRP2 EXD3 EXOC7 FAM200A FAM86FP FANCC FBRSL1 FBXW8 FCHSD2 FGD5-AS1 FGFR1OP2 FOXJ3 FOXL1 FRA10AC1 FRMD4B FRS3 FUT10 GABPB1 GABPB1-AS1 GABPB2 GANC GAPDH GAPDH-DT GARIN5A GBA1 GLOD4 GNAS GNB2 GSTCD GTF3C5 HACD3 HAP1 HCFC1 HDAC2 HDAC2-AS2 HDAC8 HDDC3 HELB HEXIM1 HMG20A HOXA4 HPS1 IFNLR1 IL23A ING5 INO80 INTS12 INTS13 ITFG2 ITFG2-AS1 ITGB3BP JMJD4 JPT1 JPX KAT6B KCTD5 KDM1A KLLN KLRG1 KMT2E KMT5B LINC01004 LINC01315 LLGL2 LRFN4 LRP1 LRRC59 LSM2 LUC7L M6PR MAML3 MAP3K10 MAP3K5 MARCHF4 MARCHF8 MAX MCRIP2 MED25 MED26 METTL26 MIB2 MICU3 MIR1302-3 MIR3677HG MIR3912 MIR615 MIRLET7BHG MMAB MMP25-AS1 MOB1A MPHOSPH9 MRM3 MRPL39 MRPL4 MRPL44 MRPS2 MTERF4 MTF2 MTG1 MTRFR MVK MXD3 MYLIP MYO1C MYO3A NBPF12 NBR1 NCAM1 NDST2 NDUFA10 NDUFC1 NDUFC2 NDUFC2-KCTD14 NDUFS7 NECTIN2 NELFA NEMF NICN1 NKAPD1 NKIRAS2 NLRX1 NMT2 NOC2L NOP16 NOP56 NOXA1 NPM1 NR2C2 NR2F6 NREP NSD1 NSFL1C NUBP1 NUCKS1 NUS1 NUTM2A-AS1 OCEL1 OCIAD1 ODAD2 P3H3 PAN2 PAWRP1 PBLD PCDH9 PDE6D PDE8A PDHB PEAK1 PFKFB3 PGBD2 PIERCE1 PIH1D2 PIK3R3 PLA2G15 PLCD3 PLCXD1 PLEC PLEKHA8 PLEKHG2 PLK3 PNPLA3 POLR3E PPCDC PPEF1 PPP2R5B PRKAA1 PRR34-AS1 PSME2 PTEN PTOV1 PTOV1-AS1 QTRT1 R3HCC1 REL REL-DT RERE REXO4 RFC1 RFX1 RIC8A RNF31 RNPS1 RNU1-6P RPL11 RPL29 RSL24D1 RSPO3 RTEL1 RTEL1-TNFRSF6B SALL2 SAMD8 SARAF SBK1 SCN1B SDF4 SEC13 SESN1 SF3A3 SGMS1 SGMS1-AS1 SLC16A1 SLC16A1-AS1 SLC25A6 SLC27A5 SLC33A1 SLC39A3 SLC41A2 SLC44A1 SLC4A2 SLCO5A1 SLCO5A1-AS1 SMARCD2 SMG7 SMG7-AS1 SNAP47 SOX13 SPPL3 SRRM2 SRRM2-AS1 SSBP3 STMN3 STX16 STX16-NPEPL1 TFAP2A TGS1 TLE3 TM9SF4 TMEM101 TMEM183A TMEM187 TMEM248 TMEM68 TMEM87A TNPO1 TOP3B TPI1 TRIM26 TSHZ2 TSPAN9 TTLL7 UBB UBTD1 UCHL1 UCHL1-DT USP30 VARS1 VPS33A VPS37C VPS9D1 WDR11 WDR11-DT WDR24 WDR76 XKR6 XKR8 ZBTB40 ZCCHC24 ZCCHC4 ZDHHC1 ZKSCAN2 ZKSCAN3 ZNF205 ZNF213-AS1 ZNF276 ZNF3 ZNF34 ZNF382 ZNF593 ZNF594 ZNF594-DT ZNF649 ZNF829 ZNRF2 ZSCAN12 ZNF528_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF528_TARGET_GENES ABCC12 ABHD13 ABHD14A-ACY1 ABHD14B ABI2 ACBD7 ACTMAP ACTR3 ACTR8 ADAP2 ADCYAP1R1 ADD2 ADGRB2 ADGRL1 ADNP ADPRS ADRA1A AFTPH AFTPH-DT AGTRAP AIDA ALDH3A2 ALG1 ALG10B ANKRD11 ANKRD12 ANKRD20A5P ANKRD20A8P ANKRD24 ANKRD36 ANKRD36C ANKRD50 AOPEP AP3D1 APBB2 APEH APP APTX ARFIP1 ARHGAP22 ARHGEF12 ARHGEF2 ARRDC1 ARSA ART3 ASMTL ATAD2 ATAD2B ATAD3A ATL2 ATP4A B3GNTL1 B4GALT4 B4GALT6 BAALC-AS1 BAG6 BAIAP2 BAX BAZ2A BIN1 BLOC1S1 BNC2 BNIP2 BORCS7 BORCS7-ASMT BPHL BPIFB1 BPTF BRD1 BROX BTBD10 BTNL12P BVES-AS1 BYSL BZW1 BZW1-AS1 C12orf42 C17orf75 C19orf12 C19orf47 C19orf81 C1QTNF12 C1orf43 C22orf15 C2orf69P2 C4orf48 CABLES2 CACNG7 CALCRL CALM1 CAPG CAPN10 CAPN10-DT CARD8 CARF CARMAL CARS2 CASP9 CCAR2 CCBE1 CCDC107 CCDC115 CCDC144NL-AS1 CCDC32 CCDC34 CCDC59 CCDC87 CCDC9 CCNC CCNE2 CCNT1 CCNYL1 CCS CD200R1 CD7 CD96 CDK11A CDK20 CENPA CEP128 CEP162 CEP68 CEP78 CERNA1 CERS6-AS1 CFAP20DC-DT CFAP61 CFDP1 CHAF1A CHMP4C CHST12 CIB2 CISD2 CIT CLASRP CLCN3 CLCN6 CLDN14 CLN3 CLPB CLSTN1 CNOT10 COL5A1 COMMD2 COMMD4 COMMD9 COX16 COX20 CPSF6 CRLS1 CROCC2 CRYAB CRYL1 CSE1L-DT CTNNA1 CTNNA1-AS1 CTPS2 CTSC CYB5B CYP4A11 DANCR DCAF13 DCDC2 DCTN4 DCTN6-DT DDX11L10 DDX11L5 DENND4C DENND6A DENND6A-DT DGKD DHDH DHFR DIP2A DMAC2L DMAP1 DMTF1 DMTF1-AS1 DMXL1 DMXL1-DT DNAJA1 DNAJB5 DNAJC12 DNAJC16 DNAJC25 DNAJC25-GNG10 DNM1L DNM1P35 DPY19L2P1 DPY19L4 DPYSL4 DRC3 DRG2 DUSP26 DVL2 EEFSEC EFCAB10 EFCAB7 EFHB EHD4-AS1 EIF4H ELAPOR2 ELK1 EMC10 EMC2 EME1 EML2 ENPP3 ENSG00000230021 ENSG00000247416 ENSG00000260288 ENSG00000272008 ENSG00000280852 ENY2 EPCAM EPCAM-DT EPG5 EPHA3 EPN1 ERCC1 ERCC8 ERI2 ERLIN1 ESD EXD2 EXOC4 EXOSC4 FABP5P3 FAM111A FAM111A-DT FAM174A-DT FAM181B FAM21EP FAM21FP FAM230G FAM98B FANCC FASTKD2 FBXO44 FCHO1 FCRL5 FDXR FGD3 FKBP8 FLJ30679 FLJ42969 FLRT3 FNDC3A FOXK2 FRA10AC1 FRMD3 FRMD4B FRY FUT10 GABRB3 GALNT16-AS1 GARIN5A GARS1 GBA1 GCAT GDAP1 GEN1 GET4 GFOD2 GLA GLUD1P2 GNAL GNPTG GNRHR2 GOLGA3 GRB2 GSTA4 GTF2B GTF2H5 GTF2IRD1P1 GULP1 GUSBP2 HCG14 HCG20 HDAC4 HDAC4-AS1 HEATR3-AS1 HEMK1 HEXA HEXA-AS1 HEXIM1 HEXIM2 HEXIM2-AS1 HFM1 HGFAC HINFP HLA-DQB1-AS1 HMGB1 HMGXB3 HNF4G HNRNPF HNRNPH2 HNRNPK HOXB5 HOXB9 HSD11B1L HSD17B12 HSPA1B HSPB2 HTR3A HTR5A HUS1 IBA57 IBA57-DT IDH3A IDO1 IDS IER5L-AS1 IGFL4 IGLV7-46 IL10RA IL18R1 ILVBL IMP4 INTS1 INTS5 IPO11 IPO7 IQSEC1 ISLR2 ITGA7 ITGA9-AS1 ITGB3BP ITGB5 ITM2C JAKMIP3-AS1 JMJD4 JPH1 JPX JUP KANSL1 KAT5 KCNQ1 KCNQ2 KDM4C KIAA0513 KIF17 KLHDC1 KMT2A KMT2C KRTAP9-6 L3MBTL1 LAMP1 LAMTOR1 LATS2 LBR LDLRAP1 LIG4 LINC00240 LINC00475 LINC00937 LINC01010 LINC01033 LINC01089 LINC01116 LINC01392 LINC01399 LINC01508 LINC01596 LINC01703 LINC01719 LINC01749 LINC01893 LINC01976 LINC02366 LINC02384 LINC02533 LINC02598 LINC02724 LINC02846 LINC02938 LINS1 LMAN2 LMBRD1 LMF1 LOC100505915 LOC101928532 LOC124902847 LRP1B LRRC37A3 LRRC37A5P LRRN2 LSM2 LTBP4 LUM LY6K MAFA MAML3 MAP3K5 MAP9 MAPK4 MARCHF8 MBOAT7 MCCC1 MCM8-AS1 MCOLN1 MDH1B MDH2 MECP2 MED19 MED20 MED23 MED28 MED28-DT MEMO1 METTL25 METTL5 MGA MIF MINDY3 MIOX MIR100HG MIR1302-3 MIR3148 MIR4277 MIR4434 MIR4449 MKNK2 MMEL1 MNAT1 MOB1A MORC2 MRPL27 MRPL38 MRPS2 MRPS31 MRPS31P5 MSH3 MSL3P1 MTCO3P12 MTF2 MTHFD2 MTHFR MTHFSD MYMK MYO18B-AS1 MYO1B MYO5A N6AMT1 NAB2 NAPG NBN NBPF12 NCAM1 NCAPG NCOR2 NDUFAF1 NDUFAF2 NDUFAF6 NDUFB5 NDUFB7 NEDD4L NEK1 NELFA NEMP1 NEXN NHSL1 NOSIP NOSTRIN NR2F2 NR4A1 NSFL1C NSMCE2 NTHL1 NUDCD1 NUDCD3 NUDT11 NUDT16 NUDT16-DT OBSCN-AS1 OR1X5P ORAI1 OXSR1 P2RX6 PAK1 PARP2 PARP3 PC PCBP2 PCBP4 PCDHA7 PCDHAC1 PCLAF PCM1 PCSK6-AS1 PCYT2 PDCD10 PDCD2 PDCD6 PDCD6-DT PDIA5 PDK3 PDXDC1 PDXK PEX11A PEX11B PGAM5 PGK2 PHAF1 PHC2 PHC2-AS1 PHF19 PHF3 PHTF2 PIAS4 PICALM PIERCE1 PINK1 PIP4K2C PIP4P1 PKNOX1 PLA2G4C PLA2G4E PLCXD1 PLD3 PLEKHM3 PLSCR1 PLTP PNKP PNPLA6 PNRC2 POLR2J3 PPM1L PPP1R3D PRDX3 PRKCG PRKRIP1 PRNP PRORSD1P PRPF31 PRPF40B PRRG2 PSMA1P1 PSMF1 PTDSS2 PTPRD PVALEF QRFPR RAB12 RAB3GAP2 RAB3IL1 RAB5A RABEPK RABGGTB RAG1 RAPGEF2 RBBP5 RBKS RBM15 RBM15-AS1 RBM39 RBM4 RBM4B RBPJ RC3H2 RCBTB2 RDUR RELB REXO5 RGMB RGS17 RHOF RIMOC1 RIMS1 RMI1 RN7SL525P RNA5SP146 RNA5SP283 RNF181 RNF43 RNU1-1 RNU1-6P RNU6-1137P RNU6-657P RNVU1-14 RNVU1-15 RNVU1-28 RNVU1-4 RPH3AL RPL36P5 RPL37 RPL7P12 RPPH1 RPS17P14 RPS23P9 RPS24P13 RPS27P7 RPS6KB1 RPUSD3 RRN3 RRP9 RTF1 RTRAF RUBCNL RUNX1 SACM1L SAE1 SAMD7 SAP18 SATB1 SCN8A SDHB SEMA4C SEMA6A SERAC1 SERF2 SERPINI1 SF3A3 SFXN5 SGSM1 SH3BP2 SH3GL2 SHISAL2B SIK2 SIMC1 SLC11A2 SLC25A32 SLC2A13 SLC31A2 SLC33A1 SLC35B4 SLC35E2B SLC35F6 SLC38A2 SLC38A2-AS1 SLC40A1 SLC44A1 SLC6A1 SLX4IP SMG7 SMG7-AS1 SNAP47 SNORA26 SNORD27 SNRPA SNRPD1 SOX9-AS1 SPACA5 SPAG17 SPAG7 SPANXB1 SPECC1P1 SPECC1P2 SPG11 SPG21 SPG7 SPNS1 SPOCD1 SPRED1 SREBF1 STK3 STON2 STOX1 STUM STX3 STX4 STYXL1 SULT1A2 SULT2B1 SVOP SYNCRIP SYNE2 TACO1 TADA1 TARS3 TATDN1 TBC1D5 TBL3 TBRG4 TCAF1 TCF25 TCP10L2 TEF TEFM TFPT TGFB1I1 THAP8 THUMPD1 TLL2 TLN2 TM7SF3 TMCO1 TMEM167B TMEM167B-DT TMEM248 TMEM60 TMX2 TNFAIP3 TNIP2 TNK2 TNNT1 TNPO1P2 TNPO2 TNPO3P1 TNS1 TOM1L2 TOP3B TP53I3 TPRA1 TPRKB TPT1 TPT1-AS1 TRAF6 TRAJ23 TRAM1L1 TRAPPC12 TRIB2 TRIM28 TRIM36 TRIP4 TRIP6 TSC2 TSEN34 TSR3 TTC24 TUBA4A TVP23B UBAP1 UBAP2L UBE2D3 UBE2E1 UBR1 UBXN2B UGGT2 UPP1 UQCC6 USP19 USP42 USP47 USPL1 UVRAG UVRAG-DT VAC14 VAMP7 VASP VPS26A VPS33A VPS4B VTCN1 WASHC2A WASHC2C WASHC5 WDPCP WDR12 WDR18 WDR59 WDR6 WDR62 WDR87BP WDR93 WFDC21P WWP1P1 XKR6 YAP1 YKT6 ZBED5 ZBED5-AS1 ZBED6 ZC3H11A ZC3H14 ZFAND1 ZFP30 ZFP64 ZFP69B ZFYVE26 ZNF136 ZNF143 ZNF148 ZNF165 ZNF182 ZNF233 ZNF286A ZNF286A-TBC1D26 ZNF286B ZNF292 ZNF321P ZNF343 ZNF461 ZNF470 ZNF493 ZNF512B ZNF528 ZNF542P ZNF551 ZNF564 ZNF57 ZNF582 ZNF582-DT ZNF610 ZNF680 ZNF7 ZNF789 ZNF8 ZNF8-DT ZNF8-ERVK3-1 ZNF83 ZNF84 ZNF84-DT ZNF875 ZSCAN26 ZSCAN5A ZZEF1 ZNF529_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF529_TARGET_GENES ABHD17AP3 ADA ALDOA ATF6B ATP2C2 BIRC6 BRWD1 BRWD1-AS2 C1orf159 CELSR1 CWC25 DOCK2 DRG2 ENSG00000267665 FEM1C FRMD7 GFRA4 GJB6 GSTO1 HIVEP3 IL26 KAT8 KRT8P14 LINC00431 LINC00452 LINC00676 LINC01775 MICAL2 MIR5586 MTO1 NOL6 NTAN1P1 OTOG PEG10 RNF5P1 SDC4 SGCE SLC25A6 SLC35A3 SNHG30 SUZ12 THRA TRIM15 TTC1 WHRN ZNF174 ZSCAN32 ZNF530_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF530_TARGET_GENES ACSL3 ACSL3-AS1 ARL8A BRCA1P1 ENSG00000260592 EWSAT1 GM2A IL32 IPP LINC01335 LINC01638 MAD1L1 MARVELD1 MTFMT NCAPG NUP155 PCGF2 PDIA5 PDLIM2 PPM1E PPP1R12A-AS2 RGMB RGMB-AS1 RND1 RRN3P1 SDC4 STAT6 TBC1D23 TINAGL1 TTC1 TTC23L ZMIZ1 ZMIZ1-AS1 ZNF532_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF532_TARGET_GENES ACO2 ADAMTS7P3 AIMP1 ALG2 ATP5MG BAG6 BLCAP C19orf48P CAMKMT CDC40 CDCA7 CNPY3 CNPY4 CTBP2 DBT DCTN1 DNAAF10 DTNB DZANK1 EGLN3 ENSG00000233461 EPB41 FABP6-AS1 FARSB FGD3 GCLM GOSR2 GOSR2-DT HOXB7 HSPA9 LINC02340 MRPL44 NDUFA4 NOX4 NSMF NSUN2 NUP205 NUP85 OSTC PES1 PHF5A PNO1 POLR3F PREPL PRKG2-AS1 RIOK2 RNF187 RPL17 RPL17-C18orf32 RPL21 RPL32 RPL32P3 SEC61B SMC2 SNORD58A SNORD58B SNRPB SRD5A1 SUDS3 TAF6 TBCK TMEM91 TSNAX TSNAX-DISC1 UPF2 WASF1 ZNF544_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF544_TARGET_GENES BCL7C FBXO44 LINC00330 MIRLET7BHG PRR34-AS1 TOM1 ZNF547_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF547_TARGET_GENES ACBD5 ADD3-AS1 ADRA1D AHNAK2 ALG10B ANK2 ANKRD10 ANKRD28 ANO8 ANXA2R ARID4B ARMC3 ATP1A3 ATP5PBP7 B3GALT4 B4GALT7 BAHCC1 BAIAP2 BAZ2A BCRP2 BOLA1 C15orf39 C15orf48 C19orf47 CASKIN2 CBX4 CCDC126 CCL2 CDC37 CDCA2 CDK20 CDK4 CDNF CEBPA CEBPA-DT CEBPG CELF2-AS2 CELF2-DT CHN2 CHST11 CLDN23 CLN8 CLNS1A COG3 COPS7B COQ2 CPS1 CREB5 CSTB CTNNBL1 CTSD CXXC1 CYREN DALRD3 DCBLD2 DDX18 DIS3L DLEU1 DNPH1 DOC2A DPY19L3 DRG2 DSTYK DTL EIF3J EIF3J-DT ENO3 ENSG00000213963 ENSG00000230021 ENSG00000232995 ENSG00000245651 ENSG00000267260 ENSG00000271860 EP300 ESAM ESAM-AS1 ESRRA EWSAT1 EXD3 EXOSC2 FAM149A FAM157C FBN1 FBN1-DT FES FOSL2 FOXB2 FRA10AC1 GAPDHP22 GBA1 GFI1 GGPS1 GMNN GNAL GNG4 GRB2 GRPEL1 GSTO1 GTPBP2 GTPBP3 H4C1 HDAC2 HIBCH HINT1 HMGB1 HOXC-AS3 HOXC10 HSPA14 HTR5A IFI35 IFT172 IFT46 IGHMBP2 IL34 ING1 INTS5 INTS7 IRS1 JPH1 JPX KCNIP1-AS1 KCTD9 KDM1A KDM4B KLF6 KRT40 LAMP1 LAMTOR2 LANCL1 LIFR LINC00431 LINC00869 LINC01033 LINC01122 LINC01232 LINC01300 LINC01521 LINC02136 LINC02458 LINC02916 LINC03060 LMNA LRRC17 LYRM7 LZTS2 MAF1 MAN2C1 MAP1S MAP7D2 MARCHF6 MARCHF6-DT MARCHF9 MC3R MDP1 MED24 MIPOL1 MIR191 MIR3650 MIR3678 MIR4799 MNT MORF4L2 MPP1 MRPL21 MRPL3 MRPL44 MRPS31 MSL2 MT-TH MT-TL2 MT-TS2 MTCO3P12 MTMR12 MTND5P11 MTO1 MTR MTRF1 MYO10 N4BP2L2 NDUFAF3 NECTIN3 NECTIN3-AS1 NEDD4 NEDD4L NEDD9 NFE2L2 NKAPP1 NMT2 NOL4 NOL6 NOXA1 NPLOC4 NSL1 NTSR1 NUF2 OAT ONECUT1 OR1X5P OR8S21P OTULIN OTULIN-DT PA2G4 PACSIN2 PATZ1 PCDH17 PCDHGA6 PCF11 PCSK2 PDCD6P1 PDE6D PDGFRB PGBD5 PHLDB1 PIK3IP1 PIK3IP1-DT PKMP3 PLA2G15 PLCE1 PLCH1 PNMA6E POLE4 POLR2J4 POP4 PPIAP72 PRKAR1A PRRG1 PTGER2 QSER1 RAB40B RABGGTA RAD52 RAMP1 RBBP5 RBFOX2 RBM19 RCAN2 RELT RFX4 RGS5 RHOA RND1 RNF14 RNF38 RNU4ATAC16P RNU7-62P RNU7-90P RPL37 RPS7 RRN3P1 S100A2 SAP30 SAP30-DT SDC4 SELENOV SEMA6D SENP6 SEPTIN9 SETD5 SF3A3 SGK1 SHARPIN SHISA3 SLC12A8 SLC13A4 SLC17A3 SLC28A2-AS1 SLC30A1 SLC38A4 SMG7 SMG7-AS1 SMIM10L2B SMIM5 SNHG30 SNUPN SOX21 SP3 SPATA20 SPDYE1-AS1 SPEG SPRTN SRSF1 SSBP2 SSX2IP STARD4 STIL STK17A STX12 TARS1 TARS1-DT TATDN3 TBC1D20 TBX18 TCTA TEF TENT4A THRA TLE6 TMCC2 TMEM130 TMEM248 TNFRSF10B TOR1AIP1 TPT1 TPT1-AS1 TRA2B TRAF3IP2 TRIM15 TSHZ2 TSPAN10 TSSK3 TTC1 TTC26 TVP23B UBE2E3 UBQLN4 USP30 USP40 USP54 USP6NL USPL1 VAMP8 VMP1 VPS13B VPS13B-DT VTA1 WDFY1 WDR11 WDR11-DT WTAP WWC2 ZBTB38 ZFP14 ZMPSTE24 ZMPSTE24-DT ZNF131 ZNF134 ZNF140 ZNF18 ZNF222 ZNF222-DT ZNF224 ZNF233 ZNF277 ZNF35 ZNF527 ZNF599 ZNF609 ZNF749 ZNF850 ZNF879 ZSCAN31 ZNF548_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF548_TARGET_GENES ARL4A ATP6V0E2 ATP6V0E2-AS1 ATP9B BAHCC1 BMP3 C19orf47 CAMK2N1 CAMKK1 CAPNS1 CDC42BPA CDKN3 CILK1 CLASP1-AS1 CLK3 DUSP15 ETS2-AS1 FAM111B FCHSD2 FOXA2 HMGN3-AS1 IFNGR1 INTS3 ISLR2 KNSTRN KSR2 LINC00589 LINC00638 MBOAT1 MCCC2 MGST3 MORN3 NAXE NBN NCOA3 NECAP2 NIBAN3 PARP2 PLD3 PLEKHG5 RGCC RN7SL165P RNU4ATAC RPPH1 SART3 SCGB1D2 SLC9A1 SMG7 SNIP1 STAG3L5P STAG3L5P-PVRIG2P-PILRB STAT6 SVIP TAF1A TAF1A-AS1 TEDC2 THAP8 TMEFF2 TRAK1 UQCC6 WDR62 XXYLT1 ZNF433-AS1 ZNF549_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF549_TARGET_GENES ABCA7 ABHD12 ABHD18 ABHD2 ABI2 ABR ACAD10 ACBD5 ACLY ACOT13 ACTB ACTG1P25 ACTN1 ADAMTS1 ADAP2 ADAT2 ADAT3 ADD2 ADD3 ADGRB1 ADGRV1 ADK ADNP ADRA1A AGPAT4 AHCYP7 AHNAK AK5 AKT2 AKTIP ALDH4A1 ALG10 ALG10B ALG3 ALKBH7 ALOX12B ANKRD13C ANKRD19P ANKRD26 ANKRD40 ANKRD7 ANO8 ANXA2 ANXA2R AOC1 AP2A1 AP3B1 AP3S2 AP5M1 APLP1 APOA1-AS APOL2 ARHGAP15 ARHGAP17 ARHGAP28 ARHGAP28-AS1 ARHGAP32 ARHGEF12 ARHGEF2 ARID1A ARID1B ARID2 ARIH1 ARL5AP3 ARMC5 ARMH3 ARPC3 ARPC4 ARPC4-TTLL3 ARSI ASXL1 ATF7IP ATG12 ATG4C ATP10D ATP6AP2 ATP6V0A1 ATP8B1 ATPAF1 ATXN7L1 AURKAIP1 B3GNT6 B4GALNT1 B4GAT1 B4GAT1-DT B9D2 BACH2 BAG5 BASP1-AS1 BBC3 BCAN-AS2 BCAS2 BCDIN3D-AS1 BCL9 BCORL1 BHLHE40-AS1 BIRC3 BMPR1B BMS1 BMS1P4 BMS1P4-AGAP5 BNIP1 BORCS5 BRAP BRD1 BRD4 BRF1 BRK1 BROX BRWD1 BRWD1-AS2 BSDC1 BTBD6 BTG1 C10orf88B C10orf95-AS1 C12orf42 C12orf76 C17orf75 C19orf12 C19orf47 C1orf159 C1orf53 C2orf73 C6orf47-AS1 C9orf40 C9orf72 CAB39L CABLES1 CABP1 CABP1-DT CACNA1A CACNA1E CACTIN CACTIN-AS1 CADPS CAGE1 CALM2 CAMK4 CAMTA1 CANX CAPS2 CARNMT1-AS1 CARTPT CASP9 CATSPERD CBLL1 CBLL1-AS1 CCDC107 CCDC121 CCDC134 CCDC141 CCDC162P CCDC180 CCDC192 CCKAR CCNA2 CCNC CCNT1 CCT6B CD24 CD302 CD68 CDC14A CDC37L1 CDC42P2 CDIP1 CDIPT CDIPTOSP CDK12 CDK5 CDK5RAP1 CECR2 CENPL CEP350 CEP85L CERCAM CFAP206 CFAP410 CFAP61 CFAP90 CFL1P4 CGRRF1 CH25H CHD1 CHD1L CHD9 CHEK2 CHMP4A CHPF CHRM3 CHST8 CIRBP CISD2 CIT CLASP1 CLIC4 CLIP1 CLK1 CLMP CMTR1 CNIH3 CNKSR3 CNPY1 CNPY3 COA4 COA8 COG8 COMMD2 COPG1 COPS4 COPS7B COQ3 COQ4 COQ8B COX16 CPEB4 CPNE8 CRAT CRELD1 CREM CRHR1 CRYM CT62 CTH CXCL8 CYP20A1 CYP4F3 DAB1 DAGLB DARS2 DCTN1 DCTPP1 DDB2 DDIT4 DDR1 DDX20 DDX41 DDX5 DDX54 DENND10P1 DENND2B DEPTOR-AS1 DERL1 DHRS13 DHRS9 DHX16 DISP1 DLG2 DLGAP1-AS1 DMAC2L DMAP1 DMKN DNAJA3 DNAJB12 DNAJC1 DNAJC12 DNAJC16 DNAJC25 DNAJC25-GNG10 DNAJC9-AS1 DOC2A DOCK7 DOCK7-DT DRAM2 DRG2 DST DSTYK DTWD2 DUSP26 EAF1 ECE2 ECHDC3 ECSIT EEF1D EFCAB7 EFL1 EGR3 EHD1 EIF2B3 EIF2D EIF2S3 EIF4E2 EIF5A2 ELF2P3 ELMOD3 EMC4 EMG1 EML2 ENAH ENC1 ENDOD1 ENKD1 ENO2 ENPP3 ENSG00000228021 ENSG00000228044 ENSG00000230021 ENSG00000232995 ENSG00000235189 ENSG00000247416 ENSG00000250284 ENSG00000253123 ENSG00000266149 ENSG00000267665 ENTREP1 EPB41L1 EPB41L4A EPC1-AS2 EPDR1 EPHA7 EPHX1 ERAS ERBB3 ESM1 ETFDH ETS2 ETV4 EWSAT1 EXD3 EXO5 EXO5-DT EXOC5 EXOSC3 EXOSC6 EYA4 EZH1 EZR FADS1 FAM117A FAM13A FAM169A-AS1 FAM172A FAM174A FAM174A-DT FAM174B FAM24B FAM76A FAM98B FASTKD5 FAXDC2 FBXL14 FBXL19 FBXL20 FBXO21 FBXO27 FBXO3 FBXO31 FBXW7 FCGR2A FCHO2 FCHO2-DT FGD6 FGFBP3 FGFR1 FGGY-DT FKTN-AS1 FLJ16779 FMO5 FNBP4 FOSL2 FOXJ3 FPGT FPGT-TNNI3K FRA10AC1 FRMD4A FRMD6 FSD2 FZD7 G2E3 GAB1 GABARAPL1 GAD2 GALNT12 GARIN2 GAS7 GATA6 GATA6-AS1 GBA1 GFI1 GFM2 GFRA3 GIHCG GJA1 GLA GLB1L GLRX2 GLS2 GLUD1P3 GNAL GNB2 GNG12-AS1 GNG4 GOLGA3 GOLGA8A GOLM2 GOLM2P1 GORASP1 GP6-AS1 GPATCH3 GPN1 GPR141 GPR6 GPR84-AS1 GPR85 GPX8 GREM2 GRN GRPEL2 GSS GSTA4 GSTCD GSTK1 GSTO1 GSX1 GTPBP3 GTSF1 GUK1 GUSBP18 H2AZ2-DT H3-3B HACD1 HBS1L HCG17 HCG18 HDAC4 HDAC4-AS1 HDAC5 HEATR5A HEATR5A-DT HEXIM1 HHLA3 HJURP HLTF HMGA2 HMGB1 HMGB2 HMGB3P22 HMGCS2 HMGN3P1 HNRNPD HNRNPD-DT HNRNPH2 HNRNPL HNRNPU HRCT1 HS1BP3 HS3ST3A1 HSD17B4 HSDL2 HSP90AB1 HSPA4L HSPA9 HSPB6 HTR3A HTR5A HYKK IDS IFI44L IFIT1 IFT122 IGF2BP3 IGFLR1 IGHMBP2 IGLV3-1 IL1RAP IMMP2L IMPDH1 IMPDH1P9 IMPDH2 INCA1 ING3 INO80C INPP4B INTS12 INTS14 INTS5 INTS6L INTS6L-AS1 IPO4 IPP IRF6 IRGQ ISOC1 ITGA3 ITGB3BP ITIH4 ITSN1 JADE2 JMJD1C JMJD6 JOSD1 JPX KANK1 KANSL3 KAT7 KCNK1 KDM1A KDM2A KDM6B KIAA0586 KIAA1586 KIF1C KIF23 KIF23-AS1 KIF5B KIFC3 KLHDC8A KLHDC9 KLHL7 KLHL7-DT KPNB1 KPNB1-DT KRBA1 KRR1 KRT80 KRTAP5-14P KRTDAP LAMA4 LAMTOR2 LCORL LGALS1 LGALS8 LGALS8-AS1 LIG1 LIN54 LINC00431 LINC00662 LINC00665 LINC00886 LINC00896 LINC00910 LINC01010 LINC01033 LINC01091 LINC01122 LINC01145 LINC01159 LINC01182 LINC01322 LINC01337 LINC01359 LINC01460 LINC01508 LINC01556 LINC01569 LINC01586 LINC01730 LINC01775 LINC01852 LINC01897 LINC02136 LINC02366 LINC02558 LINC02598 LINC02608 LINC02614 LINC02709 LINC02785 LINC02893 LINC02895 LINC02960 LINC02987 LINC03060 LIPA LMAN2 LMBR1 LMBRD2 LMNTD1 LOC124901508 LOH12CR2 LONP1 LONRF3 LOXL1 LOXL1-AS1 LRIF1 LRIG3 LRIG3-DT LRP3 LRRC17 LRRC37A17P LRRC40 LRRC49 LRRC71 LRRIQ3 LRRTM3 LSM5 LTA4H LTBP1 LYPD5 LYRM7 MADD MAF1 MAFG MAN2C1 MAP1LC3B MAP2K5 MAP3K7 MAPK4 MAPKAPK5 MAPKAPK5-AS1 MARVELD2 MARVELD3 MAST3 MAST4 MBD4 MBP MBTPS2 MCCC1 MCTP2 MED18 MED21 MED23 MED26 MED8 MET METTL15 METTL23 METTL3 METTL6 METTL7A MFAP3L MFSD6 MFSD8 MGAT5B MICALL1 MILIP MIPOL1 MIR1284 MIR1302-3 MIR1976 MIR22HG MIR361 MIR4510 MIR4519 MIR4521 MIR4674 MIR4799 MIR5087 MIR575 MIR762HG MIR8073 MIR9-1HG MIR9-3HG MLEC MLLT3 MOB4 MON1A MPLKIP MPV17L2 MRPL21 MRPL24 MRPL44 MRPS23 MRPS31 MS4A8 MSL2 MT-TA MT-TC MT-TN MT-TY MTCO3P12 MTF2 MTFR1 MTLN MTND5P11 MTOR MTR MTUS1 MVB12A MYL12A MYL6 MYO1D N6AMT1 NAA16 NAA60 NADK2 NAE1 NBEA NBPF1 NBPF15 NCAM1 NCAPG2 NDE1 NDST1 NDST4 NDUFAF1 NDUFB7 NDUFS7 NEAT1 NEDD4L NEK9 NEMF NEUROD4 NFIA-AS1 NGDN NIP7 NKAIN4 NKAPP1 NKX2-1 NLGN1 NLRC5 NME1 NME1-NME2 NOL3 NOSIP NOTCH1 NOXA1 NOXRED1 NPAS3 NPHS1 NR0B2 NR2F1 NR4A2 NRAS NRXN3 NSA2 NSG2 NSL1 NSMCE2 NSMCE4A NSUN4 NSUN7 NUBPL NUBPL-DT NUDT15 NUF2 NUP155 NUS1P1 OASL ODAD4 ODF2L OGFRL1 OMA1 OSBPL7 OSGIN1 OSTM1 OTUD7A OTUD7B OXSR1 PAAF1 PAFAH1B3 PAFAH2 PANK1 PANX3 PARK7 PARP12 PARP2 PARP9 PBX1 PCDHGB2 PCK1 PCOLCE PCSK1 PCSK5 PDCD6P1 PDE11A PDE1B PDE4B PDE4C PDE4D PDIK1L PDK1 PDK4-AS1 PDPN PDZRN4 PEX13 PEX3 PFKFB3 PGAM1P5 PGAP2 PGD PHACTR3 PHB2 PHF12 PHGDH PHIP PHLDA1 PHLDA1-DT PIGK PIGL PIK3C2B PIK3R1 PIP4K2C PIPOX PITX1 PITX3 PJVK PKD2 PKHD1 PKMP3 PKN3 PLCXD2 PLD3 PMP22 PNP POGLUT1 POLB POLR3A PORCN PORCN-DT POU2F2 PPIG PPM1D PPOX PPP1R12A PPP1R16A PPP1R42 PPP2R3C PPP6R1 PRDM1 PRDM6 PRELID3BP5 PRICKLE2 PRKAB1 PRKAG2 PRKRA PRMT5 PRNT PRORP PROSER3 PRPF19 PRPF19-DT PRR3P1 PRRG1 PRSS27 PSG5 PSMA6 PSMD3 PTGES3 PTGES3L PTGES3L-AARSD1 PTP4A2 PTPA PTPN9 PTPRD PTRHD1 PUS10 PWP1 PXMP4 PYROXD1 QRFPR R3HCC1 RAB30 RAB30-DT RAB4A RABGAP1L RAD52 RAD9B RAF1 RAI14 RANBP3L RAP1B RARB RASAL2 RASGRP3 RBBP5 RBM34 RBMS3 RBMS3-AS3 RCAN1 RCAN2 RCOR3 RDH10 RDH12 RELT REPIN1 REPS1 RERE RESF1 RETSAT RFC3 RFX5 RFX5-AS1 RGMB RGMB-AS1 RGS5 RHOT1 RIMOC1 RITA1 RMDN1 RN7SKP114 RN7SL3 RN7SL346P RN7SL521P RN7SL617P RN7SL824P RNF145 RNF186-AS1 RNF217 RNF220 RNF38 RNU11 RNU4-60P RNU4-71P RNU4ATAC RNU5F-1 RNU5F-8P RNU6-433P RNU6-554P RNU7-96P RPA2 RPL10 RPL23AP8 RPL23AP85 RPL27 RPL3 RPL30P11 RPL35AP36 RPL37 RPL39L RPL7 RPL7AP60 RPP25L RPS12P23 RPS13P4 RPS14 RPS15AP39 RPS15AP6 RPS6KA1 RPSA RSPH3 RTTN RUFY3 RXYLT1 S100A4 S1PR1 SAFB2 SAMD4B SAMD5 SART3 SASH1 SASS6 SC5D SCAMP3 SCAMP4 SCAND3 SCG2 SCN2A SCNM1 SCOC SCP2 SEC13 SEC14L1 SEC16B SEC22B SEC23B SEH1L SELENOP SEMA3A SEMA6A SEPTIN9 SERTAD3 SERTAD3-AS1 SF3A3 SFRP4 SGK1 SH3RF2 SHARPIN SHKBP1 SHROOM3 SIAH1 SIRT4 SIX2 SKP2 SLC11A2 SLC14A1 SLC14A2 SLC16A10 SLC16A14 SLC17A7 SLC24A1 SLC25A30-AS1 SLC25A44 SLC27A5 SLC2A11 SLC30A10 SLC35F3 SLC36A1 SLC36A4 SLC38A6 SLC39A3 SLC43A1 SLC4A2 SLC7A7 SLCO2A1 SLCO4A1-AS2 SMAD2 SMARCC2 SMARCD2 SMG5 SMG6 SMG8 SNHG20 SNHG25 SNORA50C SNORA80D SNORD104 SNORD13 SNRNP27 SNRPD1 SNW1 SNX14 SNX24 SNX25 SPAG1 SPAG4 SPAG9 SPECC1L SPECC1L-ADORA2A SPOCD1 SPRY2 SPRYD7 SREBF1 SRP14 SRP14-DT SRP54 SRP72 SRP72P2 SRRM5 SRSF11 SRSF4 SSBP2 SSH2 ST8SIA1 STARD5 STC2 STEAP1B-AS1 STING1 STK10 STK16 STK35 STKLD1 STMND1 STOX1 STRC STRN3 STUM STX18 STX18-AS1 STXBP3 SUCO SUGCT SUPT5H SYCE1L SYCP2L SYNE1 SYNGR4 SYNRG SYT9 SYTL2 TAB1 TAC1 TADA2A TADA3 TAF1A TAF1A-AS1 TAF2 TAFA2 TAGAP-AS1 TAP2 TARS2 TATDN3 TAX1BP1-AS1 TBC1D19 TBL1XR1 TBPL1 TBX18 TBX3 TBX6 TBXA2R TCF4 TCHP TDO2 TDP2 TDRD10 TEDC1 TEFM TESC TESC-AS1 TEX38 TEX9 TFAP2A TGFBR2 TGIF1 THADA THAP1 THAP10 THAP7 THAP7-AS1 THOC5 THSD4 TIFA TIGD1 TIMM22 TIMM9 TINF2 TIPIN TK2 TLE6 TLK2 TM2D2 TM7SF3 TMBIM4 TMC3-AS1 TMCO1 TMED1 TMED7 TMED7-TICAM2 TMEM101 TMEM116 TMEM126B TMEM132A TMEM167B TMEM170B TMEM177 TMEM198 TMEM79 TMEM91 TMX2 TNFAIP8L2 TOB2 TOMM40L TOP3B TP53BP2 TPD52L1 TPM1 TPRG1 TRABD TRAF4 TRAFD1 TRAPPC2 TRAPPC9 TRDMT1 TRIB1 TRIM14 TRIM15 TRIM39 TRIM4 TRMO TRMT1 TRMT13 TRMT5 TRUB2 TSC22D1 TSC22D2 TSG101 TSKU TSKU-AS1 TSPAN9 TTC19 TTC21A TTC23 TTC26 TTI2 TTLL12 TTLL7 TUBA1A TUBA5P TUBG2 TUT1 TVP23B TVP23C TVP23C-CDRT4 TXNDC15 TXNRD2 U2SURP UACA UAP1 UBA2 UBA52 UBAP2 UBE2D1 UBE2D3 UBE2L6 UBE2T UBE4B UBL7 UBL7-DT UBOX5 UBQLN4 UBXN7 UGT8 UMPS UQCC1 UQCC2 USP1 USP30 USP32 USP44 USP48 USP53 USPL1 VAMP1 VAX1 VEZT VGLL4 VKORC1 VPS13A VPS13B VPS13B-DT VPS25 VPS29 VPS51 VTI1A VWA8 VWA8-AS1 WARS2-AS1 WASF3 WDR11 WDR11-DT WDR36 WDR62 WFDC21P XPO6 YIF1A YIPF5 YWHAQ ZBED9-AS1 ZBTB20 ZC3H12C ZC3HC1 ZCCHC4 ZDHHC6 ZFAND1 ZFP28 ZFP28-DT ZFP30 ZFP57 ZFP82 ZIC2 ZKSCAN8 ZMPSTE24 ZMPSTE24-DT ZMYM1 ZMYM3 ZNF10 ZNF121 ZNF131 ZNF140 ZNF155 ZNF181 ZNF221 ZNF223 ZNF224 ZNF225 ZNF225-AS1 ZNF232 ZNF232-AS1 ZNF25 ZNF25-DT ZNF264 ZNF283 ZNF329 ZNF345 ZNF35 ZNF354B ZNF383 ZNF385A ZNF391 ZNF398 ZNF414 ZNF416 ZNF425 ZNF443 ZNF470 ZNF470-DT ZNF48 ZNF487 ZNF501 ZNF518A ZNF521 ZNF527 ZNF529 ZNF540 ZNF544 ZNF548 ZNF566 ZNF566-AS1 ZNF567 ZNF567-DT ZNF569 ZNF570 ZNF576 ZNF579 ZNF585B ZNF587B ZNF597 ZNF599 ZNF616 ZNF646P1 ZNF652-AS1 ZNF66 ZNF688 ZNF689 ZNF706 ZNF775 ZNF780A ZNF784 ZNF790 ZNF8 ZNF8-ERVK3-1 ZNF808 ZNF875 ZNF891 ZNRD2 ZNRD2-DT ZSCAN26 ZSCAN31 ZSWIM7 ZNF555_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF555_TARGET_GENES ABHD17A ACACA ACER3 ADA AGMAT AKAP9 ALDOA ANGEL1 ANGPTL6 AP1S3 ARPC1A ASS1P5 ATP9B AURKB BORCS6 C12orf29P2 C1orf87 C6orf141 CCDC65 CD160 CDK4 CEACAM21 CFAP299 CMKLR2-AS COPS3 COPS5P1 CROCCP3 CTNNA2 CUL4AP1 CWC25 CYP1B1-AS1 DHTKD1 DNAI4 DUS2 ENSG00000265246 ESPN EVA1C EXOSC2 FABP5P3 FAM177A1P1 FCHO2 FES FMN2 FOXP1-AS1 FRMD7 GALNTL5 GAS8 GDI2 GIT2 GLG1 GLRX5P2 GTF2I GXYLT2 H3P44 HAPLN2 HEBP2 HNRNPMP2 IGSF21 IL16 ILDR1 ITGAL-AS1 JAZF1-AS1 JHY KAT8 KRT18P45 LIM2-AS1 LINC00581 LINC01235 LINC01485 LINC01641 LINC02390 LINC02634 LIPA LYN MAP4K5 MB MED21 MIR3162 MIR3529 MIR3611 MIR764 MIX23 MLST8 MORF4L1P5 MTFMT MTND1P14 MTO1 NANOGNB NAPSA NCKAP1L NLE1 NOL6 NPAT NUCB1-AS1 OR1X5P PLA2G15 PLA2G4C POMT2 PPATP1 PPIP5K2 PPP1R42 PRAMEF29P PTK2B PTPN2 PVT1 QSER1 RASA4EP RB1CC1 RFC1 RN7SKP270 RN7SL93P RNA5SP474 RND1 RNU1-101P RNU4-62P RNU6-1003P RNU6-1340P RNU6-166P RNU6-386P RNU6-612P RNU6-847P RNU6-85P RNU6-916P RORA RPL32P27 RPL36P2 RPL39P18 RRN3P1 RYR3 SCN3B SDAD1P3 SDC4 SH2B3 SLC22A11 SLC6A1 SLFN12 SNAP25 SNHG30 SNORD81 SOX9-AS1 SPATS2L SSX7 ST7L STX4 SYCE2 TCEAL8P1 TEX43 TGFB1 TMEM98 TNFRSF10B TNRC18 TPM4P1 TPRXL TRAV15 TRIM15 TRIM55 TRPM6 TTC1 UTP4 VOPP1 VPS39 WNT8A YAP1P1 ZEB2P1 ZNF675 ZNF863P ZNF558_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF558_TARGET_GENES ABHD13 ABR ACSF2 ADA ADAR ADGRL1-AS1 ADIPOR1P1 ADSS2 ALDH1A2 ALDOA ALKBH3-AS1 AMPD3 ANGPTL6 ARHGAP24 ARMT1 ASCC1 ATF3 ATP6V0A1 AURKB BLCAP BMF BMPER BRINP2 BRWD1 BRWD1-AS2 C21orf62-AS1 CACYBP CASC3 CBFA2T2 CCBE1 CCDC124 CCDC144BP CCDC159 CCDC65 CCL27 CCN2 CCNI CCNL1 CCT5P1 CCT6B CD160 CDC42BPA CDC42SE1 CDCA3P1 CDK4 CELF3 CEP128 CEP95 CHD4 CLDN23 CLTC COPS3 COQ3 CPEB2-DT CROCCP3 CWC25 CYB5D2 DAPP1 DDX46 DDX5 DMAP1 DNAJB6 DNAJC6 DPP9 DYNC2I2 ENAH ENOX1-AS1 ENPP3 ENSG00000212624 ENSG00000232995 ENSG00000235480 ENSG00000265845 EPS8 ESPN EXOSC2 FABP5P3 FAM168A FANK1 FANK1-AS1 FBXO44 FBXW7 FCHO2 FEM1C FES FHL1 FOXA3 FRMD7 GABARAPL1 GABPB2 GALNTL5 GAPDHP14 GAPDHP22 GBA1 GDI2 GFI1B GFM2 GIT2 GLG1 GLI3 GNAL GSTCD H4C3 HAPLN2 HAUS5 HAUS5-DT HEBP2 HIVEP3 HMCN1 HNRNPA1P17 HNRNPMP2 IGF1R INTS11 INTS12 INTS5 ISLR2 ITGAL-AS1 JMJD1C KAT8 KCNK1 KDM3A KLHDC9 KLHL20 KMT2D KRBA1 KRT18P45 KRT80 LASP1 LBX1-AS1 LHX8 LIG4 LINC00431 LINC00452 LINC00649 LINC00886 LINC01132 LINC01775 LINC02026 LINC02340 LINC02815 LOXL3 LSG1 LUZP1 MAN2A1 MAN2A1-DT MAPK6 MARS1 MB MB21D2 MBTPS2 MCF2L MDM2 MECOM MED21 MED23 MIOS-DT MIR1273C MIR194-1 MIR3162 MIR4645 MIR4799 MIR548AW MRPS14 MRPS31P4 MTF2 MTFMT MTO1 MYPN NCKAP1L NDC1 NFATC4 NFKB1 NIP7P1 NOL6 NPAS4 NPM1P12 NR1H2 NSA2 NUCKS1 NUF2 NXPE3 OR1X5P PAXBP1 PCBP3 PCSK5 PDZD2 PEX16 PHF12 PHIP PLA2G15 PMM1 POLR3C POR PPP1R26 PPP5C PPP6R1 PRECSIT PRKCI PRKG1 PRPS1P2 PSMG4 QSER1 RABGAP1L RAD52 RASA4EP RBBP5 RCAN1 RGS5 RHOBTB1 RHOG RHOT1 RMND1 RNA5SP146 RND1 RNF115 RNF14P2 RNU11 RNU6-2 RNU6-606P RNU6-7 RNU7-90P RNVU1-27 RNVU1-34 ROBO2 RPL22P21 RPL23AP31 RPL27 RPL32P27 RPL37 RPS26 RRN3P1 SACM1L SCAND3 SCN3B SDC4 SEC22B SEMA5B SESN2 SF3A3 SH2B3 SIAH1 SLC25A16 SLC37A4 SLC44A1 SLC7A7 SLCO5A1 SLCO5A1-AS1 SLFN12 SMAD1 SMARCD2 SMCHD1 SMG5 SMG7 SMG7-AS1 SNHG17 SNHG30 SNIP1 SNORA70 SNORD13 SPATS2L SRFBP1 SRPK1 SSBP1 STAT6 STX4 SUGP2 SUZ12P1 SYCE2 SYMPK TARS2 TBL1X TFRC TMEM259 TMEM68 TMEM79 TMEM9 TNFRSF19 TNK2-AS1 TOR1A TRAJ7 TRIM15 TRIM54 TRIP6 TRIT1 TSC1 TTC1 TTI2 TTLL1 UTS2B VPS39 VPS51 WDR11 WDR11-DT WDR25 WDR70 WEE2-AS1 WNT8A WTAP WWTR1 XKR8 ZBTB8A ZCCHC24 ZKSCAN2 ZNF131 ZNF133 ZNF227 ZNF260 ZNF3 ZNF345 ZNF461 ZNF519P1 ZNF585A ZNF609 ZNF833P ZSWIM8 ZZEF1 ZNF560_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF560_TARGET_GENES AAGAB ADA ALDOA ANGPTL6 CACNG2 CACNG2-DT CAPN2 CCDC144BP COPB1 CROCCP3 CWC25 EXOSC2 FES GOLGA3 GPR6 HAPLN2 HMGA1 IQCH KAT8 LAMP3 LHFPL3 LINC-PINT LTBP2 MED21 MEMO1P4 MKLN1 MTO1 NAA16 NCKAP1L NLE1 NOL6 OLFM2 OSBPL1A PDE4C PGRMC1 PHPT1 PITPNC1 RND1 RNF130 RRN3P1 SH2B2 SIX5 SNHG30 SPEG SSBP3P1 SYCE2 TIGD7 TRIM15 TRIM67 TTC1 WNT8A ZNF561_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF561_TARGET_GENES AARS2 ABCA2 ABCA5 ABCF3 ABHD13 ABHD8 ACOT11 ACP2 ACTL6A ACTR3 ADAMTSL4 ADAP2 ADAT1 ADAT2 ADCK5 ADPRHL1 ADRM1 AGK AGK-DT AKAP17A AKR1B1 AKT3 ALG1 ALG10 ALG10B ALG12 ALG5 AMDHD1 AMOTL1 ANGPTL6 ANKLE2 ANKRD16 ANO8 AP1G1 AP2A1 AP3S2 APBA3 APBB2 APC2 ARHGAP1 ARHGEF10 ARMH3 ASAP2 ASIC1 ATAD3A ATL1 ATP5PB ATXN7 ATXN7L3B AURKAIP1 AVPI1 B4GAT1 B4GAT1-DT BANP BATF3 BAX BAZ2A BBS10 BEND3 BEND6 BICD1 BLTP3A BMI1 BMP8A BMS1 BMS1P4 BMS1P4-AGAP5 BORCS5 BPHL BRD2 BRF2 BRWD1 BRWD1-AS2 C11orf68 C17orf75 C18orf25 C1QL4 C6orf52 C7orf50 C8orf82 CA13 CABLES2 CACFD1 CACNA1A CACNA1G CACNB2 CACNG2 CACNG2-DT CACNG8 CALM1 CAMKK1 CAPZA2 CASC9 CASP8 CASTOR3P CASZ1 CAV1 CBLL1 CBX3P4 CBX4 CCAR2 CCDC113 CCDC144BP CCDC159 CCDC192 CCDC38 CCDC59 CCDC88A CCNC CCNE1 CCNI CCNY CCNY-AS1 CCT8 CD2AP CD2AP-DT CDC42SE1 CDCA4 CDK11A CDK4 CDK5RAP2 CDKL1 CDKN2AIPNL CDKN2C CEACAM7 CEBPA-DT CENPP CENPT CEP170 CEP41 CEP85L CERCAM CFAP144 CFAP52 CFAP74 CFL1 CHCHD3 CHD2 CHD3 CHFR CHFR-DT CHMP7 CHST11 CLCN3 CLCN7 CLN3 CLN6 CLPP CLPSL2 CLUH CMSS1 CMTR2 CNIH3 CNIH3-AS2 CNOT1 CNOT3 COIL COL4A1 COL4A2 COL4A5 COL4A6 COPS7A COQ7 COQ7-DT COX16 COX7A2 CPEB4 CREB3 CREBL2 CRELD2 CREM CRKL CRTC1 CSTB CTNND2 CTSA CTTN CTTN-DT CUEDC2 CUL2 CUL4A CYP2E1 CYTH1 DAXX DCLK1 DCTN4 DDX54 DENR DHDDS DHRS12 DHX16 DLC1 DLGAP4-AS1 DLST DMAP1 DNAJB6 DNAJC25 DNAJC25-GNG10 DNAJC6 DOC2A DPH7 DPP9 DPY19L1 DPY19L4 DPYSL2 DRAP1 DRG2 DST DST-AS1 DTD1 DUSP5 DYNC2I2 DYNLL1 EBF3 ECI1 EFCAB2 EGLN2 EIF2B5 EIF4E2 ELAVL1 ELFN1-AS1 ELK4 EMG1 EML2 ENDOG ENDOV ENPP3 ENSG00000232995 ENSG00000247416 ENSG00000267260 ENSG00000273828 EPS8 ERF FABP5P3 FAF1 FAHD1 FAM133B FAM172A FAM200C FAM66B FANCA FANCE FARP1 FAT3 FBH1 FBXO27 FBXO31 FBXW8 FGF19 FHIP1A FHIP1A-DT FKBP4 FLT3LG FMR1 FMR1-AS1 FNBP1P1 FOXD1 FOXRED2 FRA10AC1 FSTL3 FXYD3 FZD1 FZD5 GAA GABPB1 GABPB1-AS1 GABPB2 GADD45G GAMT GARNL3 GARRE1 GCC2-AS1 GCSH GEMIN7 GFRA3 GIPC1 GLI3 GLUD1P3 GMEB2 GNB2 GOLGA3 GORASP2 GPC6 GPR146 GRAMD1C GRIN3B GSTCD GTF2IP12 GTPBP3 GUSBP2 H1-10 H4C8 HAGH HAUS5 HAUS5-DT HCG25 HCG27 HDAC4 HDAC4-AS1 HDDC3 HDGF HEMK1 HERC5 HEXA HEXA-AS1 HEXD HIF1A-AS3 HIRA HLA-DMA HMGN2 HMGXB3 HNRNPU HOXB5 HOXB9 HPS1 HROB HS6ST3 HSF2BP HSP90AA1 HTR5A HUS1 IBA57 IBA57-DT IFI44L IFT52 IGFL4 IMPDH1 ING5 INTS12 INTS2 IPO4 IRF9 ISLR2 ISM1 ISOC1 IST1 ISY1 ISY1-RAB43 ITFG2-AS1 ITGB1 ITGB1-DT ITGB5 ITSN1 IZUMO4 JMJD4 JOSD2 JPX KAT6A KATNB1 KCNB1 KCNH1 KCNH1-IT1 KCNH3 KCNK1 KDM3A KDM7A KIAA0513 KIAA1586 KLHDC8B KLLN KMT2A KMT2C KMT2E KMT5B KPNA1 KRAS KRT18P12 KRT8 KSR2 L3MBTL1 LAMP1 LDAF1 LEF1-AS1 LHFPL5 LIG1 LIG4 LIM2-AS1 LIMS1 LINC00205 LINC00240 LINC00667 LINC00933 LINC00963 LINC01004 LINC01010 LINC01275 LINC01359 LINC01547 LINC01556 LINC01775 LINC01778 LINC01780 LINC02136 LINC02352 LINC02399 LINC02846 LINGO1 LLGL2 LMAN2 LMNB1 LMNB1-DT LRP12 LRP6 LRRC37A5P LRRC49 LRRD1 LRRK2 LRRK2-DT LTBP4 LUC7L LUZP1 LYSMD1 MAFG MAML3 MAN2A2 MANBAL MAP1LC3B MAP3K11 MAP4K5 MARCHF8 MARK4 MBIP MBOAT1 MCF2L MCM3 MED12L MED13 MED18 MED23 MEF2A MEF2D MET METTL25 METTL3 MFAP3L MFNG MGAT1 MHENCR MILIP MIR1302-3 MIR3928 MIR4512 MIR4521 MIR4674 MIR615 MIR6853 MIR7974 MIR9-1HG MIR99AHG MNAT1 MNS1 MOB3A MRPL3 MRPL38 MRPL39 MRPL40 MRPL54 MRPS14 MRPS23 MRPS31 MRPS31P4 MRPS34 MT2A MTF2 MTG1 MTHFD1L MTUS1 MUS81 MYNN NADK2 NAGPA NALT1 NAMPT NAMPT-AS1 NAT9 NBPF1 NCAM1 NDC1 NDUFAF1 NEURL2 NFIB NFKBIB NHS NKAPD1 NOL8 NOP16 NOTCH1 NPAS3 NPTN NR1H3 NR2F1 NSFL1C NSMCE4A NUB1 NUBPL NUBPL-DT NUCKS1 NUDCD3 NUF2 NUS1 NUTF2 OAT ODAD1 OGFOD3 OSBP2 OTUD7B PAFAH1B1 PAFAH1B3 PAK1IP1 PARP6 PAWRP1 PCBD2 PCBP2 PCED1A PCID2 PDCD5 PDCD6P1 PDE12 PDE4DIP PDE8A PDIK1L PDXDC1 PDXK PDZD2 PDZD7 PEMT PEX3 PGAM5 PGBD5 PGF PGGT1B PHB2 PHLDA1 PHLDA1-DT PHLDA3 PHYH PHYHIP PIGL PIGP PIH1D2 PIM1 PIP4K2B PIPOX PITPNM1 PITX1 PITX3 PKM PLCXD1 PLK3 PNMA2 PNMT PNRC1 POC5 POFUT2 POLDIP2 POLR2C POLR2I POLR3B POLR3C POU2F2 PPHLN1 PPIP5K2 PPM1H PPP1R16A PPP4C PPP4R3A PPP6R3 PRC1 PRCC PRDM15 PRECSIT PREX1 PRH1 PROCA1 PRPF18 PRR14 PRR4 PRSS27 PSMB1 PSMB8 PSMB9 PSMG1 PTEN PTOV1 PTOV1-AS1 PTPA PTPN2 PTPRS PTTG1IP PURB PVALB PXK PYCR2 R3HCC1 RAB4A RAB4A-AS1 RABEP1 RAI14 RANBP1 RANBP9 RAPGEF3 RBBP7 RBIS RBM17 RBPJ RCAN1 RCOR1 RCOR3 RERE REX1BD REXO4 RFTN1 RFX1 RGS5 RGS7 RITA1 RN7SKP114 RNA5SP283 RNASEH2A RNF103 RNF115 RNF185 RNF213-AS1 RNF38 RNF43 RNPC3 RNPC3-DT RNU2-2P RNU6-2 RNU6-92P RNU6ATAC RPA3 RPL23AP53 RPL27 RPL29 RPL37 RPL6 RPS26 RRP15 RRP1B RSAD1 RSPH3 RUNX1 RUNX3 SAMD11 SAMD4B SATB2 SCN4B SCNM1 SCYL1 SCYL3 SDAD1 SDCCAG8 SDHAF3 SEC11A SEC13 SEC14L1 SEC22B SEC23B SEC24B SEC24B-AS1 SELENOH SEMA6A SEMA6A-AS2 SEMA7A SEPTIN7P14 SETD1A SF3A3 SFSWAP SGK1 SH2B1 SH2D5 SH3BGRL3 SHB SHKBP1 SIRT2 SLC16A10 SLC25A4 SLC25A6 SLC2A4RG SLC31A2 SLC33A1 SLC35C2 SLC39A3 SLC44A1 SLC48A1 SLCO4A1 SLFN11 SLX9 SMARCD2 SMARCD3 SMG1P5 SMG7 SMG7-AS1 SMIM12 SMIM8 SNAP47 SNAPC5 SNAPIN SNORD12C SNORD13 SOAT1 SOX2-OT SPNS1 SPRYD4 SRGAP1 SRGAP3 SRRM2 SRRM2-AS1 SRSF9 SSBP1 STAG3L2 STK4 STK4-DT STMND1 STOML1 STUM STX18 STX18-AS1 STX4 STX8 SUGT1-DT SYNPO2 TAF5L TANK TANK-AS1 TAOK2 TARBP1 TARS2 TAS2R14 TASOR2 TATDN2 TBC1D2 TBCB TBP TBPL1 TCF7 TDRD7 TDRP TEF TEFM TENM3 TENM3-AS1 TFDP1 TGIF2 THAP10 THUMPD3 TIAM2 TIGD1 TIGD6 TIMM22 TIMM50 TJP3 TLE6 TLK2 TLN1 TMCC2 TMEM101 TMEM104 TMEM131 TMEM134 TMEM179B TMEM199 TMEM202-AS1 TMEM219 TMEM222 TMEM259 TMEM41A TMEM63A TMEM9 TMEM94 TNRC6B TNRC6B-DT TOP3B TP53BP2 TPK1 TRABD2B TRIM45 TRMO TRMT2A TSC22D1 TSFM TSPAN9 TSPEAR-AS1 TTC3 TTC33 TTI2 TTLL12 TTLL7 TUBGCP2 TUBGCP5 TUFM TXNRD1 TYMS UBA52 UBAP2 UBE2I UBE2Q1 UBE2Q2P1 UBTF UIMC1 UMAD1 URB2 USP12 USP12-DT USP22 USP31 USP42 VASP VGF VIRMA VIRMA-DT VPS13B VPS13B-DT VPS16 VPS26C VPS28 VPS33A VPS50 VPS51 VPS72 VTRNA1-3 WDR24 WDR70 WDR74 WDR77 WEE2-AS1 WIZ WTAP WTIP XKR6 YAF2 YAP1 YTHDF1 YWHAB ZBTB45 ZC3HC1 ZER1 ZFAS1 ZHX3 ZKSCAN4 ZNF136 ZNF181 ZNF227 ZNF256 ZNF304 ZNF408 ZNF43 ZNF501 ZNF511 ZNF511-PRAP1 ZNF518A ZNF540 ZNF549 ZNF566 ZNF566-AS1 ZNF587B ZNF596 ZNF608 ZNF609 ZNF646 ZNF652 ZNF652-AS1 ZNF668 ZNF689 ZNF700 ZNF787 ZNF790-AS1 ZNF808 ZNF821 ZNF850 ZNF92 ZNFX1 ZSWIM9 ZNF563_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF563_TARGET_GENES A1BG-AS1 ABCA2 ABCC5-AS1 ACADL ACBD3 ACHE ACOT7 ACTL6A ADGRD2 ADRA1B ADRB1 AHDC1 AHI1 AHI1-DT AKT1 ALDH1A2 ALG1L1P ALG5 ALKBH2 ANGEL1 ANKRD19P ANKRD20A5P AP5Z1 APAF1 ARF3 ARHGAP12 ARHGAP4 ARHGAP45 ARHGEF17 ARID3B ARL4A ARL5C ARMC10 ARMC7 ASAH1 ASAH1-AS1 ASB13 ASB2 ASIC2 ASPSCR1 ATG16L2 ATG5 ATP2A1 ATP5MK ATP5PB ATP6V0A1 ATP6V0B ATP6V1G1 ATP9B ATXN10 AVPR1A B4GALNT1 B4GALT6 BCAR1 BCAR3 BCAT2 BCR BHLHE40 BICDL3P BID BIN1 BLM BMP3 BMPR1A BMS1 BORCS7 BORCS7-ASMT BRF2 BRPF3 BRSK2 BTBD2 BTNL9 C10orf95 C10orf95-AS1 C17orf80 C19orf73 C1QTNF1 C4orf46 C4orf47 CACNA1C-AS1 CACNA1G CACNB2 CASP8 CASP8AP2 CCDC144CP CCDC159 CCDC33 CCDC83 CD58 CD99L2 CDC14B CDC37 CDC42BPA CDC6 CDKL5 CENPA CEP44 CERNA1 CFAP251 CFAP298 CFAP298-TCP10L CFTR CGB7 CH25H CHCHD6 CIAO1 CIT CITED2 CLEC3B CLEC5A CLIC5 CNN3 CNN3-DT CNPY1 CNTROB COL14A1 COL8A2 CRACD CREBZF CRHR1 CRTC2 CRTC3-AS1 CSGALNACT1 CTCFL CTNNA1 CTNNBIP1 CXXC1 CYP20A1 CYREN CYTOR CZIB CZIB-DT DAGLB DALRD3 DAPP1 DAW1 DCAF13 DCLK2 DCUN1D2 DDIT4 DDX55 DEFA8P DGKZ DHDH DIP2A DIRAS2 DKKL1 DLST DLX4 DNAH14 DNAI1 DNAJB2 ECEL1P1 EEF1A1P18 EFCAB7 EHBP1L1 EHHADH-AS1 EIF2B4 EIF4EBP2P2 EIF5A2 ELAVL2 ELOVL2 ELOVL2-AS1 EML6 ENC1 ENSG00000205037 ENSG00000207407 ENSG00000215838 ENSG00000230021 ENSG00000230960 ENSG00000232995 ENSG00000253123 ENSG00000253196 ENSG00000264845 ENTPD7 EP300 ERCC1 ESPN ETFDH EXO5 EXO5-DT EXOC1L EXOSC8 EXTL2 EZR FAM104A FAM135A FAM228B FAM83F FANCM FBXO46 FBXO8 FBXW7 FER FEZF2 FGD5 FGFR1OP2 FKBP3 FLVCR1 FLVCR1-DT FNDC1 FNDC10 FNDC3A FOLH1 FOXJ3 FUZ GABARAPL1 GABARAPL2 GALK2 GALNT6 GANAB GANC GAREM2 GARNL3 GET1 GFUS GGCX GHR GJD3 GNB5 GOLPH3L GPC1 GPC5 GPD1L GPHN GPI GPR108 GRWD1 GTPBP10 GTPBP3 GULP1 H1-9P H3C9P H3P14 H3P36 HABP2 HDLBP HELZ HES2 HIBADH HLA-DMA HLA-DRB1 HNF4A-AS1 HNRNPH2 HS1BP3 HSD17B6 HSPA13 HSPA7 HSPA8 IFFO1 IFIT2 IFT122 IGHE IGLV1-47 IL4I1 ING2 ING2-DT INPP5D INTS13 IPO4 IQCN IRF2BP2 IRGQ IRS2 IRX3 IRX4 ISG20 ITGB3 ITGB3BP KANK4 KCNH2 KCNJ11 KCNJ15 KCNK1 KCNQ5 KDELR2 KIAA1522 KIAA1549 KIAA1586 KIF19BP KLHL4 KNCN KRT18 LARGE-IT1 LARS1 LATS1 LCA5 LCN8 LCORL LEPROTL1 LGR5 LINC00368 LINC00461 LINC00472 LINC00575 LINC00624 LINC00665 LINC01063 LINC01142 LINC01154 LINC01173 LINC01515 LINC01596 LINC02029 LINC02205 LINC02266 LINC02288 LINC02453 LINC02846 LINC03047 LINC03060 LIPT2 LIX1L LMO2 LNC-LBCS LOC124901508 LOXL1-AS1 LPCAT3 LRP3 LRRC32 LRRC71 LSR LTBP4 LY6G6D LY6G6E LY6H LY6K LZTR1 LZTS2 MAD1L1 MAP3K7CL MAP7 MAP7D1 MASP2 MAST2 MBD4 MCUB ME2 MED15 MEST MESTIT1 METRN MFSD12 MIR17HG MIR3123 MIR3195 MIR378D1 MIR4453HG MIR4672 MIR4716 MIR4766 MIR6080 MKLN1 MNT MON2 MPP2 MRPL20P1 MRPL55 MRPS18A MRPS21 MRPS9 MSS51 MT-ND6 MT-TE MT-TT MTCO1P53 MTCO3P12 MTERF4 MTND5P11 MYADM MYEOV MYO18B MYO5C NAA20 NANOS1 NDRG4 NDUFAB1 NDUFAF3 NECTIN4 NELFB NEPRO NEPRO-AS1 NEU1 NFIX NHSL2 NIT1 NKX6-2 NOL4 NPM2 NPNT NR1D1 NR2F2-AS1 NR4A1 NRTN NT5C1A NUF2 NUP188 NUS1P1 NYAP1 OCIAD1 ODF2L P2RX2 P2RX4 PAEPP1 PARP12 PARP3 PAX6 PCDH10-DT PCDHAC1 PCLAF PDCD11 PDCL2 PDCL3P6 PDE1B PDE3B PEBP1 PEMT PER1 PEX5 PFDN5 PFN4 PGBD5 PHACTR4 PHLDA3 PIGZ PIH1D1 PIK3R1 PIK3R2 PKM PLD3 PLEKHB2P1 PLK3 PLS1 PMP22 POLD2 POLR2I POMK PPFIA3 PPIAP44 PPM1F PPM1L PPM1L-DT PPP1R37 PPP2R5B PRDM15 PRIM1 PROX1 PROX1-AS1 PRR19 PRRT3 PRRT4 PSG2 PSMA1 PTGR1 PTPRN2 PXN PYGL QSOX1 RAB11FIP4 RAB14 RABGAP1L RAD23B RAD54L RAD9B RAPGEF3 RASL11A RAVER2 RECK REEP3 RFX1 RGS5 RHOXF1P3 RHPN1-AS1 RIMS3 RN7SL32P RN7SL698P RNA5SP179 RNA5SP89 RNF128 RNF38 RNH1 RNU4-2 RNU6-237P RNU6-7 RNU6-726P RNU6-859P ROCK1P1 RPL10P2 RPL14P3 RPL26P27 RPS27P14 RPSAP12 RRAGD RRP9 RSPO1 RTF2 RUNDC3A-AS1 RWDD4P1 SACS SAMD15 SAP130 SCAMP1 SCAMP1-AS1 SCAMP3 SCART1 SCD SCIN SEC13 SEMA6D SETD5 SFT2D2 SGPL1 SH2B1 SH3BP5 SH3RF3-AS1 SHCBP1L SIM1 SKIC8 SLC25A23 SLC25A32 SLC2A11 SLC2A5 SLC35A3 SLC35F6 SLC41A1 SLC48A1 SLC4A5 SLC4A8 SLC66A1L SLC8A2 SLC9A3-AS1 SMAD3 SMAP2 SMIM27 SMPD5 SNCAIP SNHG15 SNORD14D SNORD14E SNX15 SNX17 SOX1 SPACA7BP SPG11 SRCAP SRSF1 SSB SSTR5 SSTR5-AS1 ST8SIA6 STIM1 STK11IP STK24 STK32C STK40 STOML1 STX1B TAMALIN TBC1D1 TBC1D16 TBCB TBL3 TBX2-AS1 TFAP2A THUMPD3-AS1 TLCD3B TMCC3 TMCO3 TMED8 TMEM130 TMEM14A TMEM14B TMEM14B-DT TMPRSS2 TNFRSF14-AS1 TNFRSF8 TOMM20 TP53 TP53I3 TPBG TRAF2 TRAPPC1 TRAPPC12 TRAPPC2B TRAPPC3 TRMT10B TRO TTC17 TTLL5 TTLL9 TUFM TULP3 TUSC2 TXNRD1 UBE2E2 UBE2E2-DT UIMC1 ULBP2 UROS USP2 USP39 USP47 UXS1 VAMP1 VAMP8 VDAC1 VGLL3 VGLL4 VOPP1 VPS29 VPS36 WASHC3 WASL WDR55 WDR77 WEE1 WIPF2 WNT2B WNT8A WRAP53 WT1-AS XG XPO1 YPEL5 ZBTB12BP ZBTB43 ZDHHC8 ZKSCAN2 ZKSCAN2-DT ZNF195 ZNF2 ZNF202 ZNF221 ZNF224 ZNF304 ZNF329 ZNF331 ZNF337 ZNF346 ZNF382 ZNF442 ZNF514 ZNF547 ZNF559 ZNF559-ZNF177 ZNF566 ZNF566-AS1 ZNF667 ZNF667-AS1 ZNF687 ZNF687-AS1 ZNF696 ZNF823 ZNF827 ZNF865 ZNF577_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF577_TARGET_GENES AACS ABCA7 ABCC9 ABCF3 ABHD17A ACACA ACAD11 ACER3 ADA ADCY4 ADD3 ADD3-AS1 AFG1L AIFM1 AKAP9 ALDOA ALG1L1P ALKBH2 ALOX12B ALOX15P1 AMER1 AMN1 ANGEL1 ANGPTL6 ANP32A AP1S3 APLP1 ARAP1 ARHGEF3 ARHGEF39 ARID1A ARIH1 ARL8B ARMH3 ARPC1A ARVCF ASS1P5 ATG5 AURKAIP1 AURKB BANF1 BCAR3 BCAS3 BFSP1 BLOC1S1 BMS1 BOD1 BORCS6 BRIP1 BRK1 BRWD1 BRWD1-AS2 BTF3 BTF3-DT BUB1B C11orf65 C11orf68 C1orf87 C6orf141 CASTOR3P CATSPERG CCDC159 CCDC186 CCDC65 CCIN CCNJ CCT6B CD160 CDC40 CDC42SE1 CDH22 CDIP1 CDK4 CDK5R2 CDON CENPM CFAP299 CHFR CHFR-DT CIBAR2 CLDN23 CLK4 CLN3 CLN5 CMKLR2-AS COIL COLGALT1 COPS3 COPS5P1 COQ10A CORO1C CRADD CROCCP3 CUL4AP1 CWC25 CYB5B CYP1B1-AS1 DAGLB DCP1A DCUN1D4 DHRS7B DHTKD1 DKKL1 DLL3 DNAI4 DNAJB9 DNAJC11 DRAP1 DUS2 DVL2 EEF1DP3 EEPD1 EFCAB7 EGLN3 EIF1AD EIF2D EIF3D ELK1 EMSY EMSY-DT ENO1-AS1 ENPP3 ENSG00000205794 ENSG00000232995 ENSG00000260592 ENSG00000265246 ENSG00000267052 ENTPD1-AS1 EPPK1 ERP44 ESPN EVA1C EXOSC2 FABP5P3 FAM117B FAM234B FBXO31 FBXO33 FCHO2 FES FHL1 FMN2 FNBP1P1 FOCAD FOXK2 FRMD7 GABPB2 GALNTL5 GAS8 GATAD2A GCLC GDI2 GIN1 GIT2 GLG1 GLRX5P2 GNAS-AS1 GNGT1 GRN GSK3A GSN GSTO2 GTF2I GUSBP1 GUSBP11 GUSBP2 GXYLT2 H2AC21 H3P10 H4C1 HACD2 HAGH HAPLN2 HAUS8 HCFC1R1 HEBP2 HERC5 HEXA HEXA-AS1 HMGN3 HNRNPMP2 IFI44L IFT88 IFTAP IL16 INKA2 INTS1 INTS14 INTS7 INVS IQCH-AS1 ISLR2 ITCH ITGA7 ITGAL-AS1 ITGB3BP JAZF1-AS1 JHY JMJD4 JMJD6 JPX KAT8 KCNN1 KCTD14 KIF13A KLRK1 KRBA2 KRCC1 KRT18P45 KRT8 LBHD1 LCORL LCP1 LGMN LIM2-AS1 LIN28B LINC00240 LINC00581 LINC00680 LINC00680-GUSBP4 LINC00992 LINC01235 LINC01485 LINC01556 LINC01641 LINC02044 LINC02298 LINC02390 LINC02634 LINC02916 LINC03059 LIPA LL22NC01-81G9.3 LMCD1-AS1 LOXL2 LRRC40 LRRC41 LRRC51 LRRC63 LTK LUZP1 LYN LYPD5 LYPLA2 LYPLA2P1 MAGT1 MAP1LC3B MAP3K7 MAP4 MAP4K5 MARCHF8 MAU2 MB MDC1 MDH1 MED21 MED23 MET MIR3162 MIR3908 MIR4279 MIR4482 MIR5188 MIX23 MKKS MKRN2 MLST8 MORF4L1P5 MPHOSPH8 MRPL39 MRPS22 MRPS31 MRPS33 MTF2 MTFMT MTND1P14 MTO1 MYLK-AS1 MYO9B NAE1 NAGA NANOGNB NAPSA NBEA NCKAP1L NDC1 NDUFS7 NEU1 NEUROD2 NFKBIB NHLRC4 NIHCOLE NLE1 NME9 NOL11 NOL6 NONO NPHS1 NR4A1 NSUN2 NUCB1-AS1 NUF2 NUMA1 OGG1 OR1X5P ORAI3 P3H2 P3H2-AS1 PA2G4 PAFAH2 PAK5 PALMD PARS2 PCAT19 PCGF1 PDZD2 PDZD7 PES1 PHF19 PIGQ PIPOX PLA2G15 PMM1 PNPLA8 POMT2 PPAN PPAN-P2RY11 PPIP5K2 PPP2R5A PRDM9 PRKCG PRKG2 PRMT3 PRPF18 PSMC1 PTPN2 PUM3 PYCR3 QSER1 RABEP2 RAD54B RAI1 RASA4EP RB1CC1 RBBP5 RCCD1 RCCD1-AS1 RFC1 RFTN1 RFWD3 RFX5 RGS5 RHPN2 RN7SKP270 RN7SL403P RN7SL93P RNA5SP283 RNA5SP474 RND1 RNF6 RNU4-62P RNU6-1003P RNU6-1340P RNU6-166P RNU6-386P RNU6-607P RNU6-847P RORA RPL10 RPL29 RPL32P27 RPL36 RPL36P9 RPL7AP6 RPLP2 RPPH1 RPS12 RPS16P9 RRM1 RRN3P1 RSPH3 RYR3 SAR1A SARM1 SBNO2 SCAMP1 SCN3B SCRN3 SDAD1P3 SDC4 SH2B3 SIRT2 SLC22A11 SLC24A1 SLC25A16 SLC25A21 SLC39A3 SLC39A7 SLC44A1 SLC6A1 SLC7A2 SLC7A5P2 SLFN12 SLX4IP SMAD1 SMARCA5-AS1 SMARCD2 SMG1P3 SMG8 SNAP25 SNAP47 SNHG29 SNHG30 SNORD101 SNORD49A SNORD49B SNTB2 SOX9-AS1 SPAG1 SPATS2L SPESP1 SPINK9 SPNS1 SRD5A1 SRRM3 SRSF11 SSX7 ST3GAL2 ST7 STAG2 STARD10 STARD13 STAT2 STK33 STX18 STX18-AS1 STX4 SUGP1 SUMO1 SUZ12P1 SYCE2 TAF5L TAGAP-AS1 TARS2 TBC1D14 TBL2 TBPL1 TCEAL8P1 TCEANC TCF7L2 TCP11L2 TDRD3 TEX43 TGFB1 THAP5 THOC6 TICRR TM7SF3 TMEM150A TMEM177 TMEM274P TMEM41B TMPOP2 TMUB1 TNFRSF10B TNFRSF12A TOR1AIP1 TPM4P1 TPRXL TRAF7 TRAPPC14 TRAV15 TRDMT1 TRIM15 TRIM55 TRIM9 TRPC4 TSC22D4 TTC1 TTLL13 TUBA1B TUBA1B-AS1 TYK2 UBA5 UBC UBE2G1 UQCC3 UQCRH URB2 USP30 USP39 UTP4 VGLL3 VOPP1 VPS39 VPS50 VTN WASF1 WDPCP WDR11 WDR11-DT WDR70 WEE2P1 WNT8A WTAPP1 WWC1 XPOT XXYLT1 YAE1 YAE1-DT ZBTB7C ZC3HC1 ZDHHC4 ZFP30 ZFYVE27 ZNF217 ZNF219 ZNF226 ZNF274 ZNF280B ZNF283 ZNF331 ZNF395 ZNF441 ZNF540 ZNF548 ZNF568 ZNF585B ZNF586 ZNF638 ZNF675 ZNF688 ZNF697 ZNF829 ZNF875 ZRANB3 ZSCAN21 ZSWIM4 ZNF579_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF579_TARGET_GENES AAAS AADAT AAK1 AARS2 ABCA2 ABCC13 ABHD3 ABL2 ABR ACLY ACSF2 ACVR1 ACY1 ADAMTS6 ADGRV1 ADI1 ADNP ADRB3 ADRM1 AFTPH AFTPH-DT AGRN AIFM1 AIMP2 AK4 AKAP10 ANGPTL6 ANKEF1 ANKLE2 ANKRD11 ANKRD13A ANKRD19P ANKRD2 ANKZF1 ANXA3 ANXA4 AP1G1 APBA3 APBB2 APEX2 APOO ARAP1 ARF1 ARHGAP27P2 ARHGAP4 ARHGAP5 ARHGEF38 ARL2BP ARNT ARNT2 ARNT2-DT ARPC5L ARSD ASB13 ASPHD1 ATG9A ATP13A1 ATP6AP1L ATXN7L1 AVL9 B4GALT7 BACE1 BANF1 BARD1 BAX BBC3 BCAS4 BCKDK BCL11B BCRP2 BCYRN1 BISPR BLTP2 BLVRA BRAP BRD4 BRI3 BRMS1L BST2 BTG2 BTG2-DT BZW1 C17orf75 C1QBP C3orf38 C7orf25 CAB39L CABIN1 CALM2 CASTOR3P CAV2 CBX1 CCDC117 CCDC159 CCDC183-AS1 CCDC66 CCDC74A CCDC74B CCN1 CCN5 CCNB1 CCNG1 CCNY-AS1 CCT4 CCT8 CD2BP2 CD2BP2-DT CDC123 CDCA4 CDH13-AS2 CDHR3 CDK11A CDK20 CDK2AP2 CDK5RAP1 CDKL4 CDV3 CDYL-AS1 CEBPG CELF1 CEND1 CEP170 CEP63 CGGBP1 CHASERR CHCHD10 CHD1 CHRNE CIRBP CLBA1 CLK3 CLP1 CLPB CLPTM1 CLTB CMTM4 CNEP1R1 CNKSR1 CNPY4 CNTD1 COA3 COMMD10 COMMD2 COMT COPB2 COPS4 COPS5 COPS7B CORO2A COX15 COX5A COX6A1 CREB5 CRELD1 CROCCP3 CSNK1G3 CSPP1 CT66 CTDSP1 CTNND2 CTPS2 CUTC CYP1B1 CYP1B1-AS1 CYREN DAGLB DAZAP1 DBP DBR1 DCP1A DEF6 DEF8 DHRS4-AS1 DLG1 DLG1-AS1 DLST DLX1 DNAAF4 DNAAF4-CCPG1 DNAH11 DNAJB1 DNAJC25 DNAJC25-GNG10 DNMT3A DNPEP DOC2A DPP9 DTX4 DUSP6 DYNC2I1 DYNLL1 EAF2 EARS2 EBF4 ECHDC2 ECSIT EFNA5 EIF1AD EIF4A2 ELN-AS1 ELOVL5 EML5 ENSG00000255326 EPM2A-DT EPOR ERCC1 ESR2 ESRRB EXOSC3 EXTL3 EYA3 F2 FAAHP1 FAAP20 FAM118A FAM133B FAM178B FAM199X FAM201B FAM220A FAM83A FBXO30 FBXO31 FCHSD2 FEM1A FGD3 FHIP1A FHIP1A-DT FKBPL FLT3LG FLVCR1 FNTB FOXD1 FOXN2 FOXN3 FRMD3-AS1 FUT10 FUT11 FXYD5 FYTTD1 FZD1 FZD4 FZD4-DT FZD5 GAB1 GABARAPL1 GALNT10 GALNT6 GALNT9 GAN GDPD2 GDPGP1 GET3 GGCTP1 GINS3 GLI1 GNA13 GNPNAT1 GNPTAB GPD1L GPR160 GPRC5B GRB14 GRN GSE1 GXYLT1 GYG1 H3P23 H4C5 HCG17 HCG18 HDAC5 HDAC6 HDDC2 HDGF HES5 HIF1A HIP1R HLA-E HM13 HMCN1 HMGN4 HOOK1 HOOK2 HOXA11-AS HOXD1 HPS6 HSD17B7 HSP90AB1 HSPA12A HTR5A HUS1 ICE2 ICMT ICMT-DT IER3 IGHV1-3 IGSF9 IGSF9B IL17RC IL1RAP IL4R ILF2 ILVBL INTS13 INTS6L INTS6L-AS1 INTS7 IPPK IQCE IRF6 IRX3 ISLR2 ISY1 ISY1-RAB43 ITGA3 ITGAL ITGB2 IZUMO4 JAGN1 JARID2 JARID2-DT KANK2 KAZALD1 KBTBD11 KCNAB1 KCNK1 KCNQ2 KCTD18 KCTD3 KDM4B KIAA0825 KIAA1522 KIAA1671 KICS2 KIF22 KLF4 KLHDC2 KLHL13 KLK6 KRT87P LAD1 LDLRAP1 LFNG LINC00240 LINC00461 LINC00910 LINC00957 LINC01276 LINC01600 LINC01716 LINC01767 LINC01778 LINC02324 LINC02352 LINC02747 LINC03047 LINC03052 LIPT2 LIPT2-AS1 LIX1L-AS1 LMBR1 LMTK3 LNPEP LPCAT1 LPCAT4 LRAT LRRC37A5P LRRC37A6P LRRC37B LSM5 LUZP1 LYPD3 LYSMD3 MACROH2A1 MAIP1 MAP1LC3B MAP4 MAP7D1 MAPKAPK5 MAPKAPK5-AS1 MARK2 MARS1 MBNL1 MBNL3 MECOM MED15 MEF2A MEIOC METAP1 MEX3C MFAP3L MFSD9 MIB1 MICAL3 MIPEPP3 MIR200C MIR200CHG MIR635 MIR9-1HG MLYCD MMP11 MMP15 MMP25 MNT MOCS2 MOCS2-DT MOGS MOSPD3 MPO MRI1 MRPL13 MRPL45 MRPL45P2 MRPL54 MRPS36 MRPS9-AS2 MTBP MTTP MVB12A MXI1 MYO1C NAA10 NADK NARS1 NAXE NBPF12 NBPF19 NCK1 NDFIP1 NDRG3 NDUFA10 NDUFB10 NDUFB9 NDUFS7 NECTIN4-AS1 NEDD1 NEMF NICN1 NIPA1 NLGN2 NME6 NMNAT3 NOSIP NPHP3 NPHP3-ACAD11 NPRL3 NR2F2 NRDE2 NT5DC3 NUDT5 NUP43 NXPH3 OSBPL8 OVOL1 PAIP2B PAPOLA PATL1 PATL1-DT PAXX PBX2 PCBP1 PCBP1-AS1 PCF11 PDCL3 PDE11A PDE5A PDE6D PDE7A PDE7A-DT PDF PEX14 PGAP1 PGPEP1 PHF21A PHKB PIGS PIH1D1 PIK3R1 PIP5KL1 PITPNM1 PKD1L2 PLCG2 PLEKHA6 PLEKHB1 PLEKHG2 PLIN3 PLRG1 PMS2 PMS2CL PNPLA6 POLD3 POLR2D POLR2G POU2F3 PPIA PPIE PPIL3 PPP1R37 PPP1R3E PPP1R9B PPP2R2A PPP4R3A PRKCI PRPF18 PRRT3 PRSS8 PRUNE2 PSMG2 PTOV1 PTOV1-AS1 PTPRA PTPRF PUS7L RAB19 RAB23 RAB25 RAB3D RAB3IL1 RAB40C RAB6A RAC1 RANBP2 RAP2A RARG RASA3 RASA4CP RASAL2-AS1 RASSF8-AS1 RBBP5 RBBP6 RBM4B RBM8A RCC1L REEP1 RFX2 RGS3 RGS9 RHOB RHPN2 RIN1 RIOX1 RN7SL3 RN7SL525P RN7SL774P RNA5SP18 RNA5SP473 RNF138 RNF220 RNF24 RNU4-41P RNU6-826P RORA-AS1 RPA1 RPL11 RPL12P41 RPL18 RPL23AP53 RPL24 RPL26 RPL28 RPL29 RPL39L RPL39P5 RPL5P28 RPL7A RPN1 RPS23 RPS4X RPS7 RRAGC RRAGC-DT RRP1 RSAD1 RUBCN RUNDC3B RYBP SAMD11 SAMD4B SAR1A SCAPER SCN8A SDCCAG8 SDHAP1 SEC14L5 SEC1P SEC22A SEPHS1 SERAC1 SERHL SETD7 SETDB2 SGSM1 SH3GL3 SHFL SLC10A3 SLC11A2 SLC12A4 SLC14A2 SLC16A3 SLC25A34 SLC30A6 SLC35B1 SLC35E2A SLC38A1 SLC38A2 SLC39A3 SLC41A2 SLC7A8 SLC9A6 SLC9A7 SLCO3A1 SLF1 SMARCD2 SMG7 SMG7-AS1 SMTN SMYD4 SNAP25-AS1 SNHG19 SNHG31 SNX21 SOX13 SPART SPECC1L SPECC1L-ADORA2A SPHK2 SPOPL SPOPL-DT SPRY4 SPRY4-AS1 SPSB1 SRCIN1 SRI SRSF9 SSBP1 STAT6 STK10 STK3 STX16 STX16-NPEPL1 STXBP3 STXBP5L SUGT1P4 SUGT1P4-STRA6LP SUGT1P4-STRA6LP-CCDC180 SUN1 SVOP SYBU TACR2 TAF6 TATDN1 TATDN2 TBC1D1 TBC1D31 TBCD TBL2 TCF3 TCIRG1 TDRD7 TEAD1 TEP1 TERF2 TFG TH TIGD2 TJP3 TKT TMEM161B TMEM161B-DT TMEM164 TMEM182 TMEM191A TMEM191B TMEM205 TMEM219 TMEM238 TMEM242 TMEM242-DT TMEM25 TMEM256 TMEM256-PLSCR3 TMEM39A TMEM42 TMEM44 TNIK TNNC2 TNPO2 TP53INP2 TPRN TRA2A TRAPPC12 TRAPPC8 TRIM28 TRIM39 TRIM41 TRIM44 TRIM7 TRMT1 TSC22D2 TSFM TSPOAP1-AS1 TTC14 TTC14-DT TTC32 TTC32-DT TTC36-AS1 TTC4 TUBA1C TUBGCP2 TWF2 TYW5 UBA2 UBA52 UBE2I UBE2Q2 UBE4A UBFD1 UGCG UGGT2 UGP2 UHRF1BP1L-DT UIMC1 UNC13D UNC93B1 UNKL UPF2 UPP2 USP48 VAMP4 VARS1 VASP VAT1 VAT1L VEPH1 VGLL4 VPS11 VPS11-DT VPS16 VPS26C VPS37D VPS51 VTN WBP11 WDR36 WDR38 WDR43 WEE2-AS1 WIPI2 WNT2B WWP2 XK XKR8 XPC YEATS2 YKT6 ZBED5 ZBED5-AS1 ZBTB24 ZBTB3 ZFAND1 ZFAND2B ZKSCAN1 ZNF112 ZNF136 ZNF146 ZNF18 ZNF181 ZNF213 ZNF213-AS1 ZNF233 ZNF34 ZNF341 ZNF443 ZNF488 ZNF497 ZNF497-AS1 ZNF511 ZNF511-PRAP1 ZNF517 ZNF521 ZNF562 ZNF566 ZNF566-AS1 ZNF579 ZNF581 ZNF596 ZNF641 ZNF670 ZNF670-ZNF695 ZNF749 ZNF770 ZNF799 ZNF800 ZNF815P ZNF846 ZNF581_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF581_TARGET_GENES ABCB8 ABHD10 ABI1 ACAD10 ACAD9 AGPAT1 AGR2 AIDA ANAPC7 ANKRD26 AP3B1 APTR ARFIP2 ARID3B ASB3 ATF4 ATG5 ATM ATOSB ATP10D ATP6V1D ATXN2 BAG6 BCAS2 BCDIN3D BLZF1 BRAP BRF2 BROX C11orf71 C17orf97 C19orf53 C21orf62-AS1 C22orf46P C2CD5 CAGE1 CASC3 CCDC159 CCT2 CCT4 CDC26 CDIN1 CDK4 CDKN1B CENPM CFAP61 CFAP68 CHTOP CLASP1 CLCN3 COMMD1 COPS5 COQ8B CRNDE CRNKL1 CSNK1G1 CSPP1 CXXC1 CYB561A3 CYC1 CZIB CZIB-DT DCAF7 DCAKD DCP1B DDX39B DDX39B-AS1 DDX41 DHX40 DNAAF10 DNAI7 DNAJC9-AS1 DSE EBAG9 EEF1B2 EFCAB15P EIF1 EIF2S1 EIF3E ENSG00000235480 ENSG00000274015 ENTPD3-AS1 ENY2 ERLEC1 ESRP1 ESRP2 ETFBKMT ETFRF1 EVA1C EXOC8 FAM118B FAM133B FAN1 FBXL12 FDXACB1 FEM1A FGFR1OP2 FOXP2 FRS3 FZD1 GANC GAS5 GCHFR GCNT3 GDAP2 GGCX GON7 GOSR1 GPR39 GPSM3 GSTK1 GSTO2 H2BC15 H4C1 H4C13 H4C8 HARS1 HARS2 HBS1L HMGB1 HNRNPH3 HOXC-AS2 HSD17B4 HSDL2 HSPA5 HSPA8 ID2 ID2-AS1 IDH1 IFNAR1 INTS13 INTS14 IQANK1 IRF2BP1 ITPR1-DT KAZALD1 KBTBD2 KCNIP2-AS1 KRT18 KRT8 LARP7 LDAH LENG9 LINC00339 LINC00941 LINC01635 LINC02405 LIPT1 LOC105371430 LRR1 LRRCC1 LURAP1L-AS1 MAP3K14 MAP3K14-AS1 MCMBP MEN1 MEPCE METRNL MIEF2 MIR3913-1 MMADHC-DT MPHOSPH10 MRPL42P1 MTF2 MTRFR MYCBPAP MYG1 NAA25 NAA30 NABP2 NBEAL1 NDUFA3 NDUFS1 NDUFV3 NFX1 NFYA NKIRAS1 NME7 NMT1 NOL6 NOL7 NPAT NUDCD1 NUSAP1 OARD1 OGA OIP5 ORC2 ORMDL2 OSCAR PAXBP1 PCBP2 PCDH1 PCNP PCSK9 PHLDA1 PHLDA1-DT PIK3C2B PIK3R3 PIKFYVE PLEKHJ1 PNISR PNO1 POC1B POC1B-GALNT4 POLR2I POU2F1 POU2F1-DT POU6F1 PRDX5 PRPF4 PSMD14 PSMD14-DT PSMD9 PTMA QTRT1 RAB3D RAD51 RAD51-AS1 RAP2B RBAK RBAK-RBAKDN RBBP8 RBM12B RBM12B-DT RBM22 RBM34 RBM7 RECQL5 RIOK1 RIPK2-DT RIT1 RNF139 RNF139-DT RNF41 RNU4ATAC RPH3AL-AS2 RPL15 RPL27A RPL31 RPL39L RPL4 RPL5 RPRD2 RPS12 RPS29 RPS6KB1 RPUSD4 RSBN1L RSU1 S100A13 SAMD4A SAP18 SAP30BP SAR1B SARM1 SARNP SCAF11 SDE2 SEC16B SEC23IP SEC31A SF3A2 SF3B4 SINHCAF SKP1 SLC24A1 SLC25A39 SLC28A2-AS1 SLC35C1 SLC52A3 SMARCA4 SNORA70 SNORD101 SNORD27 SNORD84 SNRPE SOCS2 SPNS1 SPRTN SQSTM1 SRSF10 SS18 STAM2 STAT6 STK40 SUPT4H1 TBCB TDP1 THUMPD1 TIMM10B TM4SF4 TMBIM4 TMCC3 TMEM138 TMEM14A TMEM18 TMEM205 TMEM62 TMEM87A TNPO1-DT TOB1 TOB1-AS1 TOMM6 TRIM26 TRMO TRMT13 TSGA10 TSPYL1 TTC32 TTC32-DT TUBD1 UBAP2 UBE2I UBQLN1 UBR7 ULBP3 ULK4 USP53 VAMP8 VANGL1 WDR12 WDR4 WDR59 WDR89 ZBTB37 ZBTB41 ZCCHC4 ZCWPW1 ZDHHC17 ZGRF1 ZMPSTE24 ZMPSTE24-DT ZNF584 ZWILCH ZNF582_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF582_TARGET_GENES ARHGEF10 ARHGEF19-AS1 ASH2L ATXN1-AS1 B9D1 CCNT1 CHCHD6 CHD1 CHD1-DT CHD2 CLDN23 CLIC1 COPS8 COPS8-DT COX14 COX6B2 CUEDC2 DDI2 DYRK3 DYRK3-AS1 EEF1GP4 ENSG00000230021 ENSG00000271860 ESR2 FARP1 GDF11 GLIS2 GPR161 GSS GUSBP18 LINC00115 LINC00240 LINC01128 LINC01596 MAPK7 MARK3 MAST2 MFNG MIR3621 MIR4519 MIR5695 MIR762HG MMS22L MTCO3P12 MTND5P11 PCSK4 PEX13 PHPT1 PLEKHG2 PRELID3B PREX1 PTMA PUS10 RANGRF RBM34 RCAN2 RNF19B RUSC1 RUSC1-AS1 SCAT1 SDHAF4 SLC35A1 STX17 STX17-DT SYCE2 TDP1 TENT4A TIGAR TMEM192 TMSB15B TTLL9 USP18 WDR83 WDR83OS ZFX ZFX-AS1 ZNF675 ZNF584_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF584_TARGET_GENES ABRAXAS2 ACTG1 ADD1 ADGRB3 ADGRB3-DT ADGRV1 AGER AHI1 AK2 AKR1E2 AKT1S1 AKT3 ALDH1A2 ALG1L13P ALG6 ANKRD65 ANKS6 ANTXR2 AP2A2 AP2S1 AP3B2 ARHGAP25 ARID4A ARMH4 ARPC2 ART4 ASAP3 ATF7IP2 ATP6V0A1 B3GAT3P1 B3GNT5 BABAM1 BARHL1 BFSP2-AS1 BMAL1 BOD1 C12orf76 C1orf159 C3orf86P C6orf89 CABIN1 CADM3-AS1 CALCOCO1 CALM3 CARD8-AS1 CARMIL2 CASK CBFA2T3 CCDC137P1 CCDC174 CCDC88A CCR5AS CCRL2 CD22 CDCA3 CDH23 CDK5 CDK5RAP2 CDYL CEP95 CFL1 CHCHD2P1 CHD4 CHMP3 CLCN3 CLP1 CLPB CLPX CLSTN1 CNOT1 COX6CP5 CPNE2 CRADD CTTN CXXC1 CYB561D2 CYB5R4 CYREN DAXX DHRSX DIXDC1 DNAJB2 DNAJB5 DNHD1 DOLPP1 DRC1 DYNC1I2 EHBP1L1 ENSG00000206898 ENSG00000226172 ENSG00000230615 ENSG00000235978 ENSG00000249713 ENSG00000260288 ENSG00000266401 EOGT ERI1 F2RL3 FAM53C FARSA FASN FAXDC2 FBXL19 FCHSD2 FEM1A FLYWCH1 GALE GFER GGT1 GLRA1 GNG4 GNL3L GPR158 GSPT1 GTF2IRD1 GTPBP2 GYPE H3-3B HDAC6 HEMGN HM13 HMBOX1 HMX3 HNRNPH1 HPN HSPA9 HTR5A IFI16 IFRD2 IKBKB-DT IL1R1 IL23A ILK IMPACT INTS4 INTS9 IQGAP2 IRF2BP2 ITGAM KBTBD7 KCNAB1 KCNB1 KCNH6 KCNK1 KCTD20 KDM2A KHSRP KLKP1 KPNA4 KPNB1 KPNB1-DT KRTAP2-4 LCOR LEMD2 LEPROTL1 LHFPL4 LINC01521 LINC01732 LINC01890 LINC01969 LINC02252 LINC02842 LINC02928 LINC02985 LINC03016 LLGL2 LNCATV LOC112268404 LRBA LSM10 LTBP1 LYL1 MAN2A2 MAP1LC3B2 MAPK11 MAPK13 MAPK8IP2 MARCHF2 MASP1 MEF2C MEF2C-AS1 MEGF11 METTL13 METTL3 MIR130AHG MIR4441 MIR4766 MIR5093 MIR7-3 MIR7-3HG MKKS MPND MPV17L2 MSR1 MTMR4 MUC20-OT1 MUS81 MYCL MYH9 MYO3B-AS1 MYO5B NAGLU NDUFA4 NECTIN4-AS1 NEUROD4 NFASC NFE2 NFIX NOSIP NOXO1 NPEPPSP1 NPPB NPRL2 NSD1 NUDCD3 NUDT13 NUMA1 NUPR1 ODF3B OGDHL OPLAH OR8G1 OTUD7A P4HB PAFAH2 PANK4 PATZ1 PCBP1-AS1 PCSK6 PDLIM7 PGP PHF21A PI16 PKD1L2 PLAU PLEKHF2 PNPLA1 POPDC2 PPFIA4 PPP1R15A PPP2R3B PPP4R1L PPP5D1P PPP6R1 PRKAB1 PRKCA PRR5 PSMA3-AS1 PTBP1 PTP4A2 PXT1 RAB7A RAD9B RALGDS RANBP10 RBBP4 RFFL RIN3 RMND5A RN7SKP168 RN7SKP192 RN7SKP249 RN7SL717P RNA5SP60 RNF32 RNU4-71P RNY3P11 RPH3AL RPL23AP63 RPL23AP77 RPL29P20 SAMD9L SCAMP5 SCAT2 SCG2 SCG3 SCMH1 SCRT1 SCYL3 SEC24C SEPHS2 SETD5 SFI1 SLC22A18 SLC25A6 SLC39A3 SLC48A1 SLC4A2 SLC7A5 SLC7A5P1 SLC9A6 SLK SLX4IP SMARCA4 SMPD3 SNAP25-AS1 SNX12 SNX19 SORD2P SOX6 SPINK4 SPTAN1 SRD5A3-AS1 SRSF4 SSBP4 ST3GAL2 ST7 ST7-OT4 STAP2 STRIP1 SUCLA2 SULT2B1 SUMO3 SVOP SYP TAL1 TANC1 TBC1D17 TBC1D25 TBX6 TCEA2 TCERG1 THRB-AS1 TKT TMA7B TMEM11 TMEM11-DT TMEM115 TMEM140 TMEM14B TMEM161B TMEM181 TMEM233 TMEM260 TMEM268 TPM4 TRAC TRAJ10 TRIB3 TRIM29 TRMT12 TRPC7 TSNAXIP1 TTC33 TULP2 TXNDC11 TXNDC15 UBA5 UBAC1 UBE2E2 UBE2E2-DT UBE2E3 UBE2E3-DT UBE2O UBE2Q2 UBE3C UCKL1 UNC13A UNK USF2 USP20 USP31 USP9X UTP11 VDAC2 VPS29 WDR4 WIPF1 WSB1 WWC2-AS1 XIST XPO6 YPEL4 ZBTB8OS ZC3H4 ZFYVE1 ZMAT1 ZNF175 ZNF649 ZSCAN31 ZNF585B_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF585B_TARGET_GENES ACSL3 ANK2 ARRB1 ATP6V0A1 ATP6V1C1 BCR CALM1 CATSPERB CCDC178 CCDC66 CCDC9 CEP295 CERCAM CFAP36 CHMP1A CLK2 CNDP1 CPD CYP4V2 CYRIB DDHD1 DIAPH1 DNAI4 DTD2 ENSG00000260288 ERCC2 ETNK1-DT ETNPPL FKBP5 FOXN3 GPR137 GRASLND HES1 HMBOX1 HOXD10 INO80D-AS1 IP6K1 IPO9-AS1 KANSL2 KDM4C KDM8 LINC00431 LINC00926 LINC01852 LINC01931 LINC02769 LINC02930 LINC02934 LINC03021 LNCRNA-IUR LOXL1 LOXL1-AS1 LRRC34 LURAP1 MAFB MCMBP MCPH1 MED12 MEGF10 MGAT4B MIR1273C MN1 MPHOSPH10P1 MSL3 MVP MVP-DT NAGA NECTIN1 NPR3 NUB1 OAT ORMDL1 P3H3 PAK3 PDPN PEG13 PHF3 PHIP PIGN PLPP5 PMS1 PPHLN1 PPP2R5C PRKG1 PRSS12 PRXL2C PTPN7 QRICH1 RAI14 RBFOX3 RELCH RFTN1 RNASEH2C RNF186-AS1 RNF24 RNU5A-8P RNU6-1228P RNU6-784P RPL11P4 RPL21P77 RPL36P5 RPS10P27 RUFY3 SCARB1 SERINC1 SESN3 SGIP1 SIRT2 SLC2A1 SLC2A1-DT SMC6 SPATA33 SQSTM1 STRADA SUMO2P8 TAGAP-AS1 TBC1D30 TCF25 TIMM44 TM7SF3 TMCC2 TMEM131 TPT1P15 TSKU TXLNA USP32 ZBTB22 ZCRB1 ZFHX4 ZNF45 ZNF503-AS2 ZNF529 ZNF529-AS1 ZNF540 ZNF546 ZNF551 ZNF57 ZNF778 ZNF586_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF586_TARGET_GENES ADAP2 ANK2 BCR CASP9 CATSPERB CERCAM CNDP1 CPD CUTALP CYP4V2 DIAPH1 DNAJC16 ENSG00000230021 ERCC2 FKBP5 FOXN3 GBA1 HES1 HMGB1P11 KDM4C LINC00926 LINC01931 LINC02769 LINC02930 LINC02934 LOXL1 LOXL1-AS1 MED12 MEGF10 MIR1273C MPHOSPH10P1 MRPL44 MTCO3P12 MVP MVP-DT NECTIN1 NPR3 OAT PAK3 PLPP5 QRICH1 RAI14 RNU6-784P RPL21P77 RPS10P27 RUFY3 SMC6 SSBP1 TAGAP-AS1 TEFM TMEM131 TPT1P15 TXLNA USP32 WEE2-AS1 ZBTB22 ZNF461 ZNF540 ZNF778 ZNF589_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF589_TARGET_GENES ABCA10 ABCA17P ABCA3 ABCG1 ACBD5 ACCS ACIN1 ACP5 ACRBP ACSF3 ACSL6 ACTB ACTG1 ADAM15 ADAM9 ADD1 ADGRB3 ADGRB3-DT ADGRD1 AGER AGK AGK-DT AHI1 AKAP13 AKR1A1 AKR1E2 AKT1S1 ALDH1A2 ALDH5A1 ALG1L13P ALG6 ALKBH3-AS1 AMIGO1 ANK1 ANK3 ANKRD65 ANKS6 ANKZF1 ANO7 ANPEP AP2A2 AP2S1 AP3B2 AP3M2 APBB1 AQP8 ARAF ARF4 ARHGEF12 ARID4A ARMH4 ARRDC2 ASAP3 ASIC4 ATF7IP2 ATG9A ATP5F1A AVPI1 B3GAT3P1 B3GNTL1 BABAM1 BANCR BARHL1 BCAT1 BCL7C BIN1 BMAL1 BOD1 BRD2 BRWD1 BRWD1-AS2 BSG BTG3-AS1 BUB3 C11orf21 C12orf76 C19orf38 C1orf74 C6orf89 CA1 CACTIN CADM3-AS1 CALB1 CALM3 CAMKK2 CAMTA1 CAMTA1-DT CAPG CARD8-AS1 CARMIL2 CASP2 CASS4 CASZ1 CBFA2T3 CCDC124 CCDC137 CCDC137P1 CCDC162P CCDC88A CCT7 CD22 CDCA3 CDK20 CDK5 CDK5RAP2 CDKL3 CDYL CENPA CEP131 CFAP99 CFL1 CFL1P8 CHCHD2P1 CHCHD2P6 CHD4 CHD7 CHEK1 CHMP3 CHMP4B CLCN7 CLEC16A CLP1 CLPB CLPX CLSTN1 CMTM3 CNOT1 CNOT10 CNPY3 COG3 COPS6 COSMOC COX16 COX6CP5 CP CPNE2 CRAMP1 CRCP CSMD1 CSTF3 CSTF3-DT CTSB CTU2 CXCL16 CXXC1 CYB5R4 CYP2W1 DCP1A DDX3ILA1 DESI1 DGCR8 DHRSX DHX40 DMAC2L DNAAF5 DNAJB1 DNAJB11 DNAJB2 DNAJC5 DNHD1 DPP9 DTNB DYNC1I2 ECH1 EHBP1L1 EHD1 EIF3B ENKUR ENSG00000226706 ENSG00000230615 ENSG00000235978 ENSG00000239096 ENSG00000249713 ENSG00000254718 ENSG00000260288 ENSG00000266401 ENY2 EOGT EPB42 EPC1 EPC1-AS1 ERP29 ESD EXPH5 FAAP20 FADS1 FAM111A FAM72A FAM83A FAM83A-AS2 FARP2 FASN FAXDC2 FBXO15 FCHSD2 FCRLB FEM1A FGD6 FGGY FHL2 FLYWCH1 FNBP1 FOXK2 FRG1 FRG1-DT GAB2 GAS8 GBA1 GCN1 GET4 GFI1B GGACT GLRA1 GNB1 GNB1-DT GNG4 GPR158 GRAP2 GSK3B GSK3B-DT GTF2IRD1 GYPA GYPB GZF1 H1-2 H2AC12 H2BC12 H3-3B H4C5 HERC1 HIF1A HLTF HM13 HMBOX1 HMBS HMGN2P34 HMGXB3 HP1BP3 HS1BP3-IT1 HSF2BP HSP90B1 HTATSF1P2 HTR5A ICAM2 IFI16 IFI27 IFRD2 IFT140 IFT20 IGF1R IKBKB-DT IL1R1 IL23A INTS9 IQGAP2 IRF1-AS1 IRF2BP2 IRF9 JSRP1 KCNAB1 KCNK1 KCTD10 KDM3A KDM7A KDM7A-DT KHSRP KICS2 KIFC3 KLF1 KPNB1 KPNB1-DT KRBA1 KRT13 KRTAP2-4 LACTB2 LAMP1 LARP1B LASP1 LCOR LDLR LEMD2 LEPROTL1 LIMA1 LINC00607 LINC00887 LINC00958 LINC01215 LINC01257 LINC01275 LINC01287 LINC01358 LINC01629 LINC01686 LINC01732 LINC02093 LINC02178 LINC02252 LINC02613 LINC02683 LINC02695 LINC02772 LINC02777 LINC02842 LINC02863 LINC02928 LINC02985 LINC03023 LNCATV LNCTSI LOC101929566 LRRC41 LRRC8B LSM10 LTF LUC7L3 LUCAT1 LYN LYPLA1 LYSMD1 MAD1L1 MAG MAGOHB MAN2A2 MAPK13 MAPK8IP1 MARCHF2 MARCHF4 MASP1 MATN1-AS1 MAZ MDH1 MEF2C MEF2C-AS1 MEGF11 MELK METTL3 MFAP1 MFAP3L MGRN1 MIER1 MILR1 MIR1205 MIR130AHG MIR193A MIR223HG MIR3143 MIR3681HG MIR4441 MIR4729 MIR4766 MIR548AW MIR584 MIR7-3 MIR7-3HG MKKS MLLT10 MLXIP MPND MPV17L2 MR1 MRFAP1 MRGBP MRPS30 MRPS30-DT MSRB3-AS1 MTMR4 MUC20-OT1 MUS81 MXD1 MYCL MYL6 MYL6B-AS1 MYO5B NADK2 NAGLU NCOA2 NDUFA4 NDUFB5 NEUROD4 NFASC NFATC3 NFE2 NFIX NFX1 NFYA NFYB NOP53 NOS3 NOSIP NPEPPS NPEPPSP1 NRXN3 NSD1 NSUN5 NUCB2 NUDCD1 NUMA1 NUMBL OARD1 OAZ1 ODAD3 OLA1 OPLAH ORMDL3 OSBP2 OTUD7A P4HB PAFAH2 PANK4 PCBP1-AS1 PCK2 PCMTD2 PEX16 PFKFB2 PGP PHF12 PHF21A PI16 PKD1L2 PKN1 PLA2G6 PLAU PLEKHF2 PLSCR2 PNPO POLDIP3 POLR1H POLR1HASP PP7080 PPM1A PPM1E PPOX PPP1R12C PPP1R15A PPP4R1L PPP5D1P PPP6R1 PPRC1 PPT1 PRKCA PRKCE PRKCSH PRKD1 PRMT3 PRR11 PRR13 PRR5 PRSS2 PSMA3-AS1 PTBP1 PTBP3 PTK2 PTPN22 PTPRN PTPRN2 PTPRS PUM1 PXMP4 RAB30 RAB30-DT RAB5IF RAB7A RABGAP1L RABGAP1L-DT RAD51C RAD9B RALGDS RANBP10 RANBP2 RBBP4 RBL1 RDUR RELL1 RERE RFC1 RHOA RHOG RIN3 RIPOR3 RN7SKP168 RN7SKP192 RN7SL371P RNA5SP60 RNA5SP96 RNF166 RNF167 RNF227 RNU1-108P RNU11 RNU12 RNU5E-1 RNU5E-4P RNU5F-1 RNU6-1216P RNU6-169P RNU6-218P RNU6-299P RNVU1-15 RNVU1-34 RNVU1-4 RPF1 RPL10P7 RPL24 RPL29P20 RPL31 RPL36AP7 RPL36P10 RPS26 RRP1B RUNDC3A RUNDC3A-AS1 RUNX1T1 RYBP S100A2 S100Z SAMD9L SAP30 SAP30-DT SCAMP5 SCAND3 SCARNA2 SCG2 SCG3 SCMH1 SCNM1 SCRIB SCRT1 SCUBE1-AS1 SDE2 SEC24C SELENOH SELPLG SEPTIN7P9 SESN2 SETD4 SFI1 SGTA SH3GL1 SH3TC2-DT SHLD1 SIAH1 SIGLEC27P SKA2 SKIL SLC14A1 SLC22A18 SLC25A11 SLC25A45 SLC25A6 SLC35F6 SLC39A3 SLC48A1 SLC4A2 SLC7A5 SLC7A5P1 SLC7A5P2 SLC9A3-AS1 SLK SLMAP SLX4IP SMARCA4 SMG1P3 SMPD4P1 SNAP25-AS1 SND1 SNHG32 SNHG5 SNORD48 SNRNP35 SNX12 SP2-AS1 SPG11 SPI1 SPINK4 SPNS1 SRD5A3-AS1 SREBF1 SRGAP2 SRRM2 SSH1 ST3GAL2 ST7 ST7-OT4 STAP2 STAT5B STC2 STK25 STRIP1 STX18 STX18-AS1 SULT2B1 SUMO2 SUMO3 SUPV3L1 SYNRG SYP TAL1 TANC1 TASOR2 TBC1D17 TBC1D20 TBC1D4 TBCCD1 TBL1X TBX6 TCERG1 TCTA TEDC1 TEX14 THUMPD2 TIMM21 TIPRL TK2 TLCD2 TM2D2 TM4SF19 TM4SF19-DYNLT2B TMA7B TMBIM1 TMBIM6 TMED1 TMEM11 TMEM11-DT TMEM116 TMEM139-AS1 TMEM167B TMEM181 TMEM268 TMEM273 TNFAIP1 TNFRSF10A TNFRSF10A-DT TOLLIP TOLLIP-DT TOR1AIP1 TPBGL-AS1 TPH2 TRAJ23 TRIB3 TRIM29 TRIM59 TRIM59-IFT80 TRIP6 TRPC4AP TSC1 TSC22D1 TSNAXIP1 TSPAN31 TSSK3 TTC39A TTC41P TULP2 TYK2 UBA5 UBALD2 UBE2D2 UBE2E2 UBE2E2-DT UBE2E3 UBE2E3-DT UBE2O UBE2V1P4 UBE3C UBE3D UBR3 UNK USP20 USP28 USP31 USP36 USP6NL USP9X UTP11 VEZT VILL VOPP1 VOPP1-DT VPS29 VWA7 WBP1 WDPCP WDR36 WDSUB1 WSB1 WTAP XKR9 XPO6 YJU2 YPEL4 ZBTB14 ZBTB8OS ZC3H12A ZEB2 ZEB2-AS1 ZFYVE1 ZFYVE28 ZNF175 ZNF280D ZNF331 ZNF341-AS1 ZNF350 ZNF451 ZNF48 ZNF484 ZNF585A ZNF649 ZNF77 ZNF815P ZSCAN31 ZNF592_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF592_TARGET_GENES AAAS ABCA17P ABCA3 ABCA5 ABCC3 ABCC5 ABCC5-AS1 ABCF3 ABHD14A-ACY1 ABHD14B ABHD17B ACACA ACADM ACBD4 ACBD5 ACCS ACER3 ACSF3 ACSL3 ACSM3 ACTR3C ADAP1 ADAR ADCK2 ADD2 ADI1 ADK ADNP ADRM1 ADSS1 ADSS2 AEBP2 AFF4 AGAP4 AGL AGO3 AGPAT3 AGPAT5 AGPS AHCTF1 AHCYL2 AIMP2 AKAP10 AKAP11 AKR1A1 ALCAM ALDH1A2 ALDH3B1 ALDH5A1 ALDOA ALG1L13P ALG5 ALKBH2 ALOXE3 AMN1 AMOTL2 ANGPTL6 ANKIB1 ANKLE2 ANKRD13A ANKRD28 ANKRD36B ANKRD50 ANKRD52 ANKRD53 ANKRD54 ANKRD65 ANO10 ANP32B ANTKMT ANXA11 AP1G1 AP2S1 AP3S1 APMAP APOO APPL2 ARF1 ARF4 ARF4-AS1 ARF6 ARFGAP3 ARFGEF2 ARFRP1 ARHGAP1 ARHGAP22 ARHGAP25 ARHGAP45 ARHGDIA ARHGEF10 ARHGEF5 ARHGEF6 ARL16 ARL4A ARL5AP5 ARMC7 ARRDC4 ARV1 ASAP3 ASB8 ASCC2 ASPH ASPSCR1 ASTE1 ATF5 ATF7IP2 ATG12 ATG13 ATG16L2 ATIC ATMIN ATP2A2 ATP2A3 ATP2B1 ATP2B4 ATP5F1A ATP5F1B ATP5MC1P3 ATP5MC2 ATP5MF ATP5MF-PTCD1 ATP5PF ATP7B ATP8B1-AS1 ATP9B AVPI1 AZIN1 B3GAT3 B3GNT4 B9D2 BAALC-AS1 BACH1 BAG6 BAGE2 BAIAP2L1 BCAP29 BCAS3 BCAS4 BCAT1 BCKDK BCL7B BCL7C BCL9L BDP1 BEND6 BFAR BICD2 BIRC5 BMP1 BMP8B BOD1 BPTF BRF1 BRME1 BTAF1 BTBD19 BTNL9 BTRC BUB1B BUB3 C10orf88 C10orf88B C10orf95-AS1 C11orf58 C11orf68 C12orf76 C15orf61 C17orf58 C17orf80 C17orf99 C19orf38 C1orf159 C1orf198 C2 C2CD2 C2orf42 C2orf49 C2orf92 C4orf3 C5AR2 C5orf15 C6orf62 C7orf50 C8G C9orf85 CAB39 CAB39L CACNA2D4 CACTIN CALCOCO1 CALM2 CAND1 CANT1 CAP1 CAPG CAPN7 CAPNS1 CAPRIN1 CAPZA2 CARD8 CARD8-AS1 CARM1 CARMIL2 CASC3 CASP7 CAST CASTOR2 CATSPERG CAV1 CBLN3 CBX7 CC2D1A CCAR1 CCDC106 CCDC120 CCDC122 CCDC125 CCDC136 CCDC137 CCDC144A CCDC144BP CCDC174 CCDC18-AS1 CCDC183 CCDC57 CCDC59 CCDC6 CCDC8 CCDC83 CCDC85C CCDC88B CCDC88C CCND1 CCS CD22 CD59 CDC16 CDCA3 CDCA4 CDH1 CDIP1 CDK20 CDK5 CDK5RAP2 CDK5RAP3 CDKL3 CDKN2C CDRT15P3 CEBPB-AS1 CELF1 CENATAC CENPA CENPN-AS1 CEP131 CEP350 CEP68 CERNA3 CERS4 CERS6 CFAP418 CFAP418-AS1 CFAP97 CFAP99 CFB CFLAR CFLAR-AS1 CHASERR CHCHD1 CHCHD10 CHCHD2P2 CHD2 CHD7 CHD9 CHID1 CHML CHMP3 CHMP4B CHP1 CHST1 CHST10 CIAO3 CIC CILP2 CIRBP CISD1 CISD2 CISD3 CKLF CKLF-CMTM1 CLCN7 CLDN12 CLDN4 CLPB CLPX CLTB CMTM3 CNIH3 CNOT2 CNOT6 CNOT9 CNTD1 COA3 COASY COCH COL4A2 COL6A4P1 COL9A2 COMTD1 COPS6 COPS7A COQ8A CP CPEB4 CPNE2 CPQ CPSF1 CRAMP1 CRAT CREM CRK CRYBG2 CSNK1D CSNK1G1 CSRP1 CSRP1-AS1 CST9 CSTF3 CSTF3-DT CTBP1 CTBP1-DT CTCFL CTDSP1 CTHRC1 CTNNBL1 CTSD CTSF CTSH CTTN CTU2 CUL4B CWC25 CXCL11 CXCL16 CXCL3 CYB561 CYB561D2 CYC1 CYLD CYP2R1 CYTH3 CYTOR DBP DCAKD DCTPP1 DDX11L10 DDX11L2 DDX19B DDX23 DDX3ILA1 DDX50 DDX51 DDX55 DEAF1 DEDD DEF6 DEF8 DEGS1 DEK DENND1A DENND6B DEPDC7 DERL2 DEUP1 DFFA DGAT2 DGCR8 DGKZ DGUOK DHDDS DHRS13 DHRSX DHX29 DHX40 DHX58 DHX8 DIABLO DIAPH1 DIAPH1-AS1 DLD DLG5 DLG5-AS1 DLGAP4 DLGAP4-AS1 DMAC2L DNA2 DNAAF4 DNAAF4-CCPG1 DNAAF5 DNAH10 DNAJA1 DNAJA2 DNAJA2-DT DNAJA3 DNAJC11 DNAJC12 DNALI1 DNLZ DNM1P35 DNM2 DNMT3B DNPH1 DOCK1 DOK7 DPP3 DPP3-DT DPP7 DPP9 DR1 DRAP1 DSCR9 DST DUS1L DUSP14 DUSP28 DYM DYNC1LI2 DYNC1LI2-DT DYNLT4 E2F5-DT E2F6 E2F6P4 EBAG9 EBLN3P EBNA1BP2 ECE1 ECHDC3 EEA1 EED EEF1DP1 EEF2K EEIG2 EGFLAM-AS4 EGLN2 EHD1 EHF EIF1P2 EIF2AK1 EIF2B5 EIF2D EIF3B EIF3L EIF4ENIF1 EIF5A2 ELOVL1 ELOVL2 ELOVL2-AS1 ELOVL3 ELOVL5 EMC1 EMD EME1 EMG1 EML3 EML4 ENDOD1 ENGASE ENSG00000206898 ENSG00000233223 ENSG00000235978 ENSG00000239137 ENSG00000250041 ENSG00000255326 ENSG00000255428 ENSG00000265055 ENSG00000266401 ENSG00000274015 ENSG00000278390 ENSG00000279561 EOGT EOLA1 EOLA1-DT EOLA2 EOLA2-DT EPDR1 EPHX2 EPM2A-DT ERI1 ERP29 ERP44 ESD ESF1 ESYT2 ETV2 EVA1C EVI5 EWSR1 EXD1 EXD3 EXO5 EXO5-DT EXOC7 EZH1 EZR F11-AS1 F2RL2 F2RL3 FAAP20 FABP5 FABP5P3 FADS1 FADS2 FAM104A FAM124B FAM133B FAM138E FAM157A FAM171A2 FAM174B FAM174C FAM217B FAM222A FAM234A FAM24B FAM32A FAM50A FAM53A FAM76A FAM78A FAM98B FANCL FARSA FBXL18 FBXL19 FBXL19-AS1 FBXL5 FBXO30 FBXO31 FBXO34 FBXO34-AS1 FBXO38 FBXO38-DT FBXO42 FBXW11 FBXW4 FBXW5 FCGR3A FCSK FEM1A FEN1 FER1L4 FHL2 FICD FIRRE FKBP5 FLNB FN3K FNBP4 FNIP2 FOXD1 FOXK1 FOXK2 FOXRED2 FPGS FRMD8 FSCN1 FTSJ3 FXYD5 FZD6 G6PD GAB2 GABPA GALNS GALNT7-DT GAPDHP16 GAREM2 GAS8 GASAL1 GATAD2A GCFC2 GCLC GCLM GCN1 GDI2 GFM1 GFUS GFY GGA2 GGACT GGT1 GHET1 GIRGL GIT1 GLG1 GLOD5 GLS GLS2 GMEB1 GNA13 GNAS GNG4 GNL3L GNPTAB GOLGA5 GOLGA8A GOPC GOSR2 GOSR2-DT GPCPD1 GPR107 GPR160 GPR176 GPR176-DT GPR180 GPR3 GPSM3 GREB1 GRK4 GRK6 GRN GSN GSTP1 GTF2F2 GTF2IRD1 GTF3A GTF3C3 GTF3C4 GYPA H2AZ2P1 H3-3B H4C3 HACD2 HACD3 HADHA HADHB HARS1 HARS2 HCFC1 HCG14 HCG18 HCG20 HDAC2 HDAC2-AS2 HDGF HDHD5 HDHD5-AS1 HEIH HELZ HERC1 HES1 HEXIM1 HFE HIKESHI HILPDA HILPDA-AS1 HIPK2 HISLA HJV HLCS HLF HLTF HM13-AS1 HM13-IT1 HMBOX1 HMBS HMCES HMG20A HMGA1 HMGB1 HMGB3P22 HMGN1 HMGN1P37 HMGXB3 HMMR HMOX2 HMX3 HNRNPA0 HNRNPF HNRNPH1 HNRNPL HNRNPU HOMER2 HOXB-AS3 HOXB3 HOXB6 HRAS HS1BP3 HSDL2-AS1 HSF2BP HSP90AA1 HSPA9 HSPG2 HTATIP2 HYAL3 IBA57 IBA57-DT ICAM1 ICAM2 ICE1 IDH2 IDH2-DT IDH3B IDH3B-DT IFI16 IFI27 IFITM2 IFRD2 IFTAP IGDCC4 IGF1R IKBKB-DT IKZF3 IL10RA IL13RA1 IL1R1 IL34 IL4I1 IL5 IL6 IMMP2L IMPA2 IMPDH2 INF2 ING4 ING5 INPP4A INSR INTS1 INTS4 INTS9 INVS IP6K1 IQCH-AS1 IRF1-AS1 IRF2BP2 IRX2 IRX3 ISLR2 ITFG1-AS1 ITGA3 ITGAE ITGAM ITGB4 IWS1 JADE1 JKAMP JMJD6 JOSD1 JPT2 JUND KANSL3 KAT5 KATNA1 KBTBD6 KCNAB1 KCNC3 KCNH1 KCNH1-IT1 KCNN4 KCTD10 KCTD21-AS1 KCTD5 KDM3A KDM3B KHNYN KHSRP KIAA0232 KIAA1958 KIAA2013 KIF2A KIF9-AS1 KIFC1 KLC1 KLF10 KLF11 KLF13 KLF6 KLHDC10 KLHL17 KLHL20 KLHL21 KLHL6 KLK12 KLRG2 KMT2C KMT5B KNL1 KNTC1 KRIT1 KRR1 KRT7 KRT7-AS KSR1 KSR2 L2HGDH L3HYPDH LACC1 LACTB2 LAGE3 LAMB3 LAMTOR1 LARP1 LARP1B LASP1 LCA5L LDC1P LDHA LDLRAD4 LEMD2 LEMD3 LEPROTL1 LETMD1 LGALS8 LGALS8-AS1 LHPP LHX6 LIG1 LILRP1 LIMD1 LIMD1-AS1 LIN7B LINC00607 LINC00674 LINC00689 LINC00886 LINC00963 LINC01002 LINC01089 LINC01424 LINC01547 LINC01610 LINC01623 LINC01629 LINC01641 LINC01702 LINC01732 LINC01770 LINC01962 LINC01976 LINC02159 LINC02193 LINC02252 LINC02354 LINC02577 LINC02695 LINC02696 LINC02709 LINC02777 LINC02863 LINC02901 LINC02916 LINC02934 LINC02952 LINC02985 LINC03016 LINC03072 LINC03108 LIX1L-AS1 LMCD1 LMCD1-AS1 LNCATV LNMICC LNX1 LOC101929566 LOC124900421 LPXN LRFN4 LRP3 LRP5 LRRC3-DT LRRC37A3 LRRC41 LRRC56 LRRC61 LRRC8D LRRFIP1P1 LRSAM1 LSM10 LSM11 LSM14A LTBP4 LTBR LTO1 LUC7L LUC7L3 LZTR1 MACC1 MACROH2A1 MADD MAG MAJIN MAK16 MALAT1 MALSU1 MAP1LC3B MAP2K2 MAP4K4 MAP7 MAPK1 MAPK3 MAPK6 MAPK6-DT MAPK8 MAPK8IP3 MAPKAPK5 MAPKAPK5-AS1 MAPRE1 MAPRE2 MAPT MARCHF10 MARVELD1 MATR3 MAX MAZ MC1R MCCC2 MCL1 MCRIP1 MCRIP2 MCRS1 MDH1 MDN1 MECR MED16 MEF2D MEIOB MELTF MELTF-AS1 MEPCE MEST METTL13 METTL23 METTL25 METTL26 METTL2B METTL5 MEX3C MFAP3L MFSD3 MFSD4B MFSD4B-DT MGA MGAT1 MGC4859 MGLL MGME1 MIA2 MID1IP1 MIDN MIER2 MINCR MIR153-1 MIR193A MIR3181 MIR3188 MIR3939 MIR4470 MIR4492 MIR451B MIR4526 MIR4530 MIR4659B MIR4706 MIR4727 MIR4736 MIR4766 MIR4789 MIR5684 MIR5696 MIR6070 MIR6508 MIRLET7IHG MIS12 MIS18BP1 MITF MLPH MLXIP MMP11 MMP24OS MMP25-AS1 MMRN2 MOB3A MORC2 MPDU1 MPHOSPH6 MRPL20 MRPL22 MRPL27 MRPL33 MRPL43 MRPL52 MRPL53 MRPS21 MRPS6 MRTO4 MSL3 MSL3-DT MTERF3 MTHFD1 MTHFR MTMR10 MTMR9LP MTREX MVK MXD1 MYBBP1A MYH9 MYLK-AS1 MYO18A MYO1D MYO3B-AS1 N4BP2 N6AMT1 NAA80 NADK NADK2 NAGA NAGK NAGLU NANP NAPEPLD NAPSA NARF NARF-AS2 NBPF11 NBPF12 NCAPD3 NCOA3 NCOA4 NCOA5 NCOA6 NDC1 NDST2 NDUFA10 NDUFA13 NDUFAF5 NDUFS3 NECTIN2 NEK11 NEK3 NEK8 NELFE NEPRO NETO2 NEU4 NFE2L1 NFE2L3 NFIA NFIA-AS1 NFIB NGLY1 NIBAN2 NKD2 NKX3-2 NME1 NME1-NME2 NME6 NMRAL1 NMT1 NOC3L NOC4L NOM1 NOP14 NORAD NOS3 NOSIP NOTUM NOXA1 NPL NPRL2 NR0B2 NR2F2 NR6A1 NRARP NRDE2 NRF1 NSD1 NSD3 NSFL1C NSUN5 NT5C NTPCR NUDCD2 NUDT13 NUDT4 NUFIP2 NUMA1 NUMBL NUP210 NUP62 NUP98 NUTM2A-AS1 NXT1 NYAP1 OCIAD1 ODAD3 ODC1 ODC1-DT ODR4 OLMALINC OPA1 OPLAH OPN3 ORAI1 OSBPL8 OSCP1 OTUD4 OXA1L OXA1L-DT OXSM OXSR1 P2RX2 PABPC4 PACSIN3 PAFAH1B1 PAICS PANK4 PARK7 PARP12 PARVB PAXIP1 PAXIP1-DT PBX3 PBX3-DT PC PCAT14 PCBD2 PCBP1-AS1 PCBP4 PCCB PCIF1 PCNX1 PCNX4 PCNX4-DT PDCD6IPP2 PDE12 PDE3B PDE4A PDF PDHB PDIA5 PDS5A PDS5B PEAK1 PECAM1 PEDS1 PEDS1-UBE2V1 PEMT PER1 PER3 PEX14 PFKFB3 PGBD2 PGD PGGHG PHACTR1 PHB2 PHF19 PHF20 PHF5AP7 PHF8 PHLPP2 PICK1 PIEZO1 PIGL PIH1D1 PIM3 PINK1 PIP4K2A PIR PITX1 PITX1-AS1 PIWIL4 PKN1 PKNOX1 PLCB2 PLEKHA1 PLEKHG2 PLEKHG4 PLEKHJ1 PLK3 PLLP PLPBP PLSCR1 PLSCR3 PLXDC1 PLXND1 PMM2 PMS2 PNMT PNPLA6 PNPO PNPT1 POGK POLD1 POLE2 POLE4 POLG POLG-DT POLR1A POLR1B POLR2I POLR3A POLR3E POLR3G POM121C POMT2 POU2F2 POU6F1 PP7080 PPA1 PPAN PPAN-P2RY11 PPAT PPEF1 PPFIA1 PPFIA3 PPFIA4 PPIH PPM1A PPM1L PPP1CA PPP1R12C PPP1R14B PPP1R3D PPP1R3F PPP2R2D PPP4R1 PPP4R1-AS1 PPP4R1L PPP4R2 PPP6R3 PPT1 PRAF2 PRANCR PRCC PRDM15 PRDM4 PRDX3 PRDX3P2 PRECSIT PRELID3A PREX1 PRICKLE3 PRKAB2 PRKACA PRKAR1B PRKAR1B-AS1 PRKCQ PRKCQ-AS1 PRKCSH PRMT7 PROCA1 PROCR PROKR1 PRPF40B PRR3P1 PRSS8 PSD4 PSMB4 PSMB6 PSMC5 PSME2P3 PTCD1 PTCD3 PTDSS1 PTDSS2 PTHLH PTMA PTP4A1 PTP4A2 PTPA PTPMT1 PTPRS PTRH2 PUDPP2 PUF60 PUM1 PUM2 PUS1 PUS1-AS1 PVT1 PXK PXN PYCR2 PYGM R3HCC1 R3HDM2 R3HDM2-DT RAB11A RAB29 RAB3IL1 RAB4A RAB4A-AS1 RAB6A RAB7A RAB8A RABGGTA RAD50 RAD51C RAD54B RAD9A RAD9B RADIL RAE1 RALGDS RAMAC RANBP10 RANBP2 RAPGEF1 RASGRF1 RASIP1 RBBP4 RBBP8NL RBM17 RBM26 RBM28 RBM4 RBM8A RC3H2 RCC2 RCE1 RDH13 REEP3 RELT REN RENBP REPIN1 RERE REV1 REX1BD REXO1 REXO2 RFC1 RFFL RFX2 RGCC RGS10 RHBDD1 RHBDD3 RHCE RHEB RHNO1 RHOBTB1 RHOBTB3 RHOF RHOG RHOH RHOT2 RHPN2 RIBC2 RILP RIN3 RIOK2 RIOX1 RIOX2 RLIM RMI2 RN7SKP119 RNA5SP236 RNF130 RNF138 RNF139-DT RNF145 RNF149 RNF166 RNF213 RNF223 RNF38 RNF4 RNH1 RNPC3 RNPC3-DT RNU1-108P RNU2-2P RNU5B-1 RNU5F-1 RNU6-1 RNU6-1055P RNU6-1160P RNU6-1219P RNU6-194P RNU6-9 RNU7-27P RNVU1-15 RNVU1-27 RNVU1-2A RNVU1-32 RNY1 RNY3 RNY4 ROCK1P1 ROM1 RORC RP9P RPH3AL RPL10 RPL12 RPL13 RPL31 RPL36AP19 RPL36P8 RPL37 RPL7P41 RPS11 RPS13 RPS20 RPS26 RPS27 RPS6KA3 RPSAP31 RPTOR RRP1 RRP1B RRP36 RSAD1 RSRC2 RSRP1 RWDD3 RWDD3-DT RYBP RYK S100A2 S100Z SACM1L SAMD9L SAMSN1-AS1 SART3 SAYSD1 SBF2-AS1 SBNO1 SBNO2 SCAMP5 SCAND3 SCAPER SCARB1 SCARB2 SCMH1-DT SCML2 SCRIB SDC3 SDF4 SDHC SDHCP3 SEC14L1 SEC16B SEC1P SEC24B SEC24C SEC61A2 SEH1L SEL1L SEMA3B SEMA3C SEPHS2 SEPTIN5 SEPTIN9 SERPINB6 SERPINE1 SETD2 SETD4 SETDB2 SF3A2 SFT2D2 SFT2D3 SGPL1 SGTA SH2B2 SH2D6 SH3BGR SH3GL1 SH3TC1 SHF SHLD1 SHLD3 SHROOM1 SIAH1 SIDT2 SIRT7 SKA1 SKAP1 SKIDA1 SLC12A2 SLC12A2-DT SLC17A5 SLC19A1 SLC25A10 SLC25A45 SLC25A6 SLC26A4 SLC29A1 SLC2A1 SLC2A1-DT SLC2A4 SLC2A9 SLC34A1 SLC35F6 SLC38A1 SLC39A13 SLC39A14 SLC3A2 SLC43A3 SLC44A1 SLC4A2 SLC5A3 SLC6A6 SLC7A5 SLC7A5P1 SLC7A5P2 SLC7A6OS SLC7A7 SLC7A8 SLC9A3-AS1 SLC9A5 SLCO2B1 SLCO4A1 SLX9 SMAD2 SMARCC2 SMARCD2 SMC1B SMC3 SMG1P3 SMIM10 SMIM12 SMIM5 SMPD2 SMPD3 SMURF2 SNAI1 SNAPC4 SNF8 SNHG1 SNHG20 SNHG29 SNHG4 SNHG7 SNORA74B SNORD25 SNORD26 SNORD49B SNORD54 SNORD68 SNRNP70 SNX18 SNX25 SNX27 SNX5 SNX9 SORBS1 SOX6 SP1 SP2-AS1 SPAG4 SPDYC SPG11 SPHK1 SPINT2 SPOPL SPOPL-DT SPTSSB SREBF1 SRGAP1 SRGAP2 SRGAP3 SRP19 SRRM2 SRRM3 SRRT SRSF1 SRSF4 SRSF5 SRXN1 SSBP4 SSC4D SSR3 ST3GAL2 ST3GAL5 ST3GAL5-AS1 STAR STARD9 STAT6 STAU1 STAU2 STC2 STEAP1B STK17A STK19B STK25 STK40 STKLD1 STN1 STOML1 STRIP1 STUB1 STX1A STX3 STXBP2 STXBP5-AS1 SUCLA2 SUDS3 SUMO2 SUPT16H SUPT5H SUPV3L1 SURF4 SURF6 SUSD3 SYCP2 SYF2 SYNGR3 SYPL1 SYT12 SYT17 SYT5 SYT8 SZRD1 TACC1 TADA2A TAF2 TANGO6 TARBP2 TARS1 TASOR TASOR2 TBC1D31 TBC1D7 TBCB TBCD TBCK TBX10 TBX6 TBXAS1 TCAM1P TCEA2 TCERG1 TCF25 TCFL5 TCP10L TCP10L2 TCTN1 TDP2 TEAD3 TEDC1 TELO2 TEX14 TEX19 TEX22 TEX30 TEX45 TFAP2A TFEB TGFBR3 TGIF2 TH2LCRR THEM6 THSD4 THUMPD3 TIMM50 TK2 TKT TLE3 TMBIM1 TMC6 TMC8 TMCO3 TMED1 TMED3 TMEM11 TMEM11-DT TMEM116 TMEM131L TMEM144 TMEM14B TMEM161B TMEM165 TMEM183A TMEM184A TMEM186 TMEM187 TMEM201 TMEM241 TMEM248 TMEM258 TMEM268 TMEM40 TMEM44 TMEM63B TMEM80 TMX4-AS1 TNFAIP8L1 TNFRSF10A-DT TNFRSF10C TNFRSF1B TNFRSF8 TNIP2 TNXA TOB1 TOB1-AS1 TOLLIP TOM1L2 TOMM20 TOMM34 TOMM40 TONSL TP53 TP73-AS3 TPBGL-AS1 TPM4 TPR TPRA1 TRA2B TRAF4 TRAP1 TRAPPC13 TRAPPC8 TRG-AS1 TRGV6 TRIB3 TRIM23 TRIM33 TRIM39 TRIM45 TRIM47 TRIM59 TRIM59-IFT80 TRIM7-AS2 TRIM8 TRIM8-DT TRIP6 TRMO TRMT10B TRMT12 TRNAU1AP TRPC4AP TRPV2 TSNARE1 TSNAXIP1 TSPAN14 TSPO TSSC4 TSSK3 TSSK6 TTC13 TTC39A TTC41P TTLL12 TTLL4 TUBB2A TUBGCP3 TULP2 TULP3 TWNK TXLNA TXNIP TXNRD1 TYSND1 UBA5 UBAC1 UBE2D2 UBE2D3 UBE2F UBE2F-SCLY UBE2G1 UBE2G2 UBE2V1 UBE2V2 UBTD1 UBTF UBXN11 UBXN8 UCKL1 UCP2 UCP3 UFSP1 UGGT1 ULK3 UPF1 UPF2 UQCC1 UQCRH UQCRQ UROS USF2 USP10 USP11 USP14 USP22 USP32 USP37 USP49 UTP11 UTP14A VAC14 VARS1 VCPIP1 VDAC2 VDR VILL VMA21 VMP1 VPS13D VPS16 VPS26B VPS26C VPS29 VPS36 VPS37B VPS37D VPS4A VPS9D1 VSIG10L VSIG10L-AS1 VTI1B VTRNA1-2 VTRNA1-3 VWA1 WARS2 WARS2-AS1 WASF2 WBP1L WDPCP WDR26 WDR36 WDR74 WDR76 WDR83 WDR83OS WDR89 WDSUB1 WEE1 WHRN WIPF2 WIZ WNT10A WNT2B WRAP53 WRNIP1 WSB1 WT1 WT1-AS WTAP WWP2 XKR9 XPO7 XYLB YBX1 YPEL3 YPEL3-DT YTHDF1 ZBTB38 ZBTB8OS ZC3H7A ZCCHC7 ZDHHC8BP ZFAND4 ZFAND5 ZFP91 ZFP91-CNTF ZFPM2 ZFX ZFX-AS1 ZFYVE1 ZFYVE27 ZFYVE28 ZGLP1 ZGPAT ZKSCAN2 ZKSCAN2-DT ZMAT1 ZMIZ2 ZMYM4 ZMYND15 ZMYND8 ZNF12 ZNF131 ZNF155 ZNF226 ZNF248 ZNF248-AS1 ZNF250 ZNF276 ZNF280C ZNF280D ZNF282 ZNF32 ZNF331 ZNF341 ZNF341-AS1 ZNF384 ZNF385A ZNF398 ZNF408 ZNF444 ZNF460 ZNF48 ZNF496 ZNF497-AS1 ZNF510 ZNF513 ZNF566 ZNF566-AS1 ZNF580 ZNF581 ZNF584 ZNF598 ZNF609 ZNF628 ZNF644 ZNF646 ZNF668 ZNF7 ZNF707 ZNF746 ZNF747 ZNF76 ZNF77 ZNF775 ZNF8 ZNF8-ERVK3-1 ZNF815P ZNRF1 ZNRF2 ZSCAN31 ZSCAN5A ZSCAN5A-AS1 ZSWIM9 ZNF595_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF595_TARGET_GENES ADAP2 ADAT2 ARMH3 AURKAIP1 BCAR3-AS1 BMS1P4 BMS1P4-AGAP5 C11orf58 C17orf75 CCNC CCNL1 CD8A CDH1 CDK5RAP1 CFAP20 CKB CNTD1 COA3 COX6B1 CPNE8 CTTNBP2 CYP1A1 DAPL1 DCP1A DMAP1 DNAH14 DSTYK DTD1 EFNA3 EIF2B3 ENSG00000230021 ENTPD8 FAM228B FRA10AC1 GBA1 GIN1 GLIPR1L1 GLRX5 GLUD1P3 GPSM3 GSTCD GSTK1 HACD3 HEATR1 HRCT1 HROB IGFLR1 INTS12 INTS14 IQCH-AS1 JPX KRTDAP KYAT1 LINC-PINT LINC00205 LINC01276 LRRC8A LSM14A MAP2K5 MAST2 METTL9 MICB MIR4519 MIR4773-2 MITD1 MRPL24 MRPL30 MTCO3P12 MTF2 MTMR9 MTND5P11 NCBP3 NOLC1 NSL1 OXCT1 PAFAH2 PDXK PEX3 PLEKHG1 PPIP5K2 PSPH PTP4A2 PTPRG PURPL RAB30 RAB30-DT RBBP5 RCAN2 REX1BD RNU1-140P RNU5E-1 RPL37 RPS15AP1 RPTOR SEC22B SELENOH SF3A3 SF3B6 SHMT2 SLC24A1 SLC39A11 SMAD6 SMG7 SMG7-AS1 SMG8 SMIM26 SNHG10 SPEF2 SSBP1 ST3GAL6 STAT3 SUPT5H SVOP SYNPO2 TARS2 TATDN3 TCEA2 TEFM TRIM41 TVP23B VPS25 VPS51 VRK1 WEE2-AS1 ZFP69B ZMPSTE24 ZMPSTE24-DT ZNF155 ZNF221 ZNF233 ZNF461 ZNF540 ZNF689 ZNF596_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF596_TARGET_GENES ACTB ACTN2 ACTR6 ACVR1 ADAMTS3 AEBP2 ALG3 ALX4 AMD1 AMIGO2 AMOTL1 ANAPC7 ANO8 ANTKMT ANXA2 AP3S2 APH1A ARHGAP29-AS1 ARHGEF12 ARID1A ARPC5 ARRDC3 ARRDC3-AS1 ASPHD1 ATAD3C ATF3 ATG3 ATOSA ATP2B1 ATP2B4 ATPAF1 ATRN ATXN1 ATXN1-AS1 AUTS2 BASP1 BASP1-AS1 BAZ2B BBX BCL11A BCL6 BCL7A BCL9 BEND3 BICD1 BLTP3B BMP1 BMP7 BRF2 BRINP3 BRINP3-DT BRWD1 BRWD1-AS2 BRWD3 BTF3P9 BTN2A1 C11orf68 C19orf12 C1orf21 C1orf21-DT C1orf43 C21orf62-AS1 C3orf80 CA14 CACNA1A CACNA1G CACNG2 CACNG2-DT CAMK4 CAND1 CARF CASP7 CASTOR3P CBFA2T2 CBX8 CCDC159 CCKBR CCND2 CCR10 CCT6B CCT8 CD72 CDH22 CDYL CDYL-AS1 CEACAM19 CELF2 CELF4 CENPNP1 CEP170P1 CEROX1 CES3 CFAP276 CFAP418 CFDP1 CHD2 CHD8 CHST8 CNTNAP1 COL14A1 COQ5 CORO1C CPLANE1 CPLX2 CPVL CREB5 CREM CRK CROCCP2 CSNK1G3 CT62 CT66 CTBP2 CTNND1 CTSK CUL4A CXADR CXXC4 CYB5D2 CYP2A7 CYP4A22-AS1 DAB1 DBH-AS1 DBNDD2 DCAF8-DT DDI2 DHRS4-AS1 DLGAP2 DNAJC19P1 DOCK11 DPP9 DPYSL2 DRAP1 DUS1L DUSP16 DUSP5 DYM DZIP1L EBF1 ECE2 EDIL3 EDIL3-DT EEA1 EFCAB7 EFHB EHBP1-AS1 ELAC1 ELAPOR1 ELMOD1 ENAH ENSG00000230021 ENSG00000247416 ENSG00000249713 ENSG00000253593 EP300 EPC1 EPC1-AS1 EPHB1 EPM2A-DT EPOR ERBB3 ERICH1 ETV6 EVX2 FABP5P3 FAM107B FAM168A FAM171B FAM200A FAM241A FANCC FAT3 FBXO30 FBXW7 FGF13 FGF7 FGFBP3 FGFR1 FHAD1 FLI1 FOSL2 FOXF2 FOXL1 FOXS1 FRA10AC1 FRMD5 FRYL FUNDC2 G0S2 GABRA2 GAD1 GAP43 GAPDHP14 GATA3 GBA1 GBX1 GDF11 GFER GFRA1 GFRA2 GGT1 GLI3 GLMP GMFB GNAS GOLM2 GPNMB GPRC5D-AS1 GRAMD1B GRIA3 GTF2H4 GTPBP2 GTPBP3 GUSBP2 HAR1A HIGD1B HIVEP3 HMGA1 HMGA2 HMHB1 HNRNPUL1 HOXA-AS3 HOXA10 HOXB-AS1 HOXB2 HOXB3 HOXB5 HOXB6 HOXB8 HOXC6 HOXC8 HOXD11 HOXD4 HSPB9 IGF2BP2 IGF2BP3 IGFL4 IGHVIII-38-1 IL12A-AS1 IL1R2 IL23A INPP4B INTS5 IPO4 IQSEC1 IRX5 ITGB3BP ITM2C IZUMO2 JADE2 JMJD1C JUND KANSL1 KANSL1-AS1 KAT2A KCNB2 KCNIP4 KCNJ5 KCNK1 KCNN3 KCTD15 KDM2A KDM3A KIAA1671 KIF18B KLHDC9 KLK10 KLLN KMT2C KMT5B KRT14 LAMA4 LBX1-AS1 LDB1 LETM2 LGALS1 LHFPL2 LINC00114 LINC00240 LINC00244 LINC00461 LINC00602 LINC00662 LINC00853 LINC00960 LINC01022 LINC01132 LINC01214 LINC01409 LINC01719 LINC01778 LINC01798 LINC02086 LINC02202 LINC02225 LINC02614 LINC02832 LINC02846 LINC02904 LINC02987 LINC03057 LMF1 LMOD1 LOC100505915 LOC124902596 LOC401442 LRBA LYN MAB21L2 MACF1 MAFB MALT1 MAML2 MAN2C1 MAP3K8 MAPK10 MARCHF6 MARCHF6-DT MARCKS MARK1 MATR3 MBIP MCC MDGA1 MDM4 MECOM MED12L MED15P9 MEF2C MEIS1 MEIS2 MIR124-1HG MIR221 MIR3188 MIR3200 MIR320B1 MIR3663 MIR4428 MIR4453HG MIR4733 MIR500A MIR615 MIR7-3HG MIR8083 MLLT3 MRPL34 MST1P2 MT-ND6 MT-TE MT-TT MTCO3P12 MTCYBP18 MTF2 MTND5P11 MTND6P4 MTUS1 MYH11 MYLK NAA25 NALF1 NAV3 NCAM1 NCOA7 NDP NDUFA6 NDUFA6-DT NDUFS7 NECTIN1 NECTIN1-DT NF1 NFIA NFIB NFIC NFIX NFKB1 NINL NOSIP NOXO1 NPAS3 NPLOC4 NPR1 NR2F1 NR2F1-AS1 NR2F2 NR3C1 NREP NRN1 NSFL1C NSG2 NUB1 NUCB1 NUP107 NUP107-DT P3H3 P4HA2-AS1 PABPC5 PAFAH1B1 PAN2 PAN3 PAN3-AS1 PAPOLA PARP12 PATJ PAXBP1 PBX2 PCBD2 PCDH7 PCDH9 PCID2 PCNX2 PDE10A PDE4B PDGFB PDZD2 PDZD7 PDZK1P1 PEX13 PGAP1 PGRMC1 PHF21A PIK3R1 PIP4K2A PITPNC1 PITPNM3 PITX2 PLEKHG3 PLEKHG4 PLXND1 PMAIP1 PNLIPRP1 PNMA2 POLE POLG POLR2K POU2F2 POU3F2 POU6F2 PPIL2 PPP3CC PPP4R2 PRDM6 PRDM6-AS1 PRKCE PRMT8 PROX1 PROX1-AS1 PRRX1 PRSS12 PTCH1 PTEN PTMS PTPA PUS10 PXMP2 RAB10 RAD52 RASGEF1A RAVER2 RBBP7 RBM25 RBM39 RCBTB2 REPIN1 REV3L RFLNA RFTN2 RFX3 RFX3-DT RGS20 RHOH RHOXF1P1 RHOXF1P2 RNA5S17 RNA5SP505 RND2 RNF217 RNF38 RNF43 RNU1-129P RNU1-154P RNU1-6P RNU4-2 RNU5F-1 RNU6-1189P RNU6-563P RNU6-921P RNU6ATAC34P RNVU1-6 RPL27AP RPL36P18 RPL38 RPL7AP58 RRN3 RSAD1 RUNX1 RYR3 RYR3-DT SALL1 SAMD1 SAMD14 SATB1 SATB1-AS1 SCAF4 SCAMP5 SCN1B SCN2B SEMA3A SEMA3C SEMA6A SEPTIN7 SEPTIN7-DT SERBP1P3 SERPINH1 SET SETD5 SGK1 SH2D2A SHOX2 SIL1 SIPA1 SIPA1L1 SKOR1 SLC19A2 SLC25A12 SLC25A29 SLC26A11 SLC35A1 SLC35A5 SLC35B1 SLC35F2 SLC35F3 SLC39A13 SLC44A1 SLC4A5 SLC4A7 SLC7A2 SLITRK3 SLTM SMAD3 SMAD3-DT SMAD6 SMAD7 SMARCD2 SMIM8 SNORD118 SNORD3A SNX16 SOS1 SOX2 SOX2-OT SOX5 SOX8 SP3 SPIN4-AS1 SPRED2 SRCAP SSBP3P1 STAT3 STING1 STKLD1 STPG1 STRN3 STX6 SUMO1 SURF4 SUZ12P1 SVIL SYDE2 SYN3 SYNE2 SYT2 TACC1 TAFA2 TBC1D5 TBX18 TBX3 TCF4 TCF7L2 TEX38 TFAP2A TGFB3 THADA THNSL2 THSD4 TIMP3 TM9SF4 TMEM101 TMEM132B TMEM170B TMEM200C TMEM219 TMEM255B TMX4 TMX4-AS1 TNR TNRC6A TNRC6B TOB2P1 TP53TG5 TPM4 TPRA1 TRABD2B TRAF3IP2-AS1 TRAPPC3L TRAV21 TRDMT1 TRH TRIB1 TRIM16 TRIM16L TRIM25 TRIM59 TRIM59-IFT80 TRPC5 TRPM4 TRPS1 TSC22D4 TTC23 TTC4 TYR UBAP2L UBE3C UGT3A2 USP7 VARS2 VIM VPS25 VPS51 VWA1 WDR12 WDR62 WDR90 WIF1 WTIP WWTR1-AS1 YAP1 YBX3 ZBTB20 ZBTB20-AS4 ZC3H4 ZCCHC2 ZFHX3 ZFHX4 ZFHX4-AS1 ZFX ZIC5 ZMIZ1 ZMIZ1-AS1 ZMYM3 ZNF217 ZNF385A ZNF462 ZNF503 ZNF503-AS2 ZNF703 ZNF710 ZNF74 ZNF775 ZNF793 ZNF793-AS1 ZNF827 ZSCAN31 ZSWIM6 ZZEF1 ZNF597_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF597_TARGET_GENES ABCA6 ABCD4 ABR-AS1 ACHE ACOXL ACOXL-AS1 ADAM7-AS1 ADAMTS13 ADAMTSL4-AS1 ADAR ADARB2 ADGRD1 ADGRG1 ADNP AFF3 AGPAT3 AIM2 AKAP11 AKAP13 AKR1B15 ALAS1 ALYREF AMZ2P1 ANAPC11 ANKRD33B ANP32B ANP32E ANXA6 AP1AR-DT AP1G1 AP1S3 AP4M1 APBB3 APLF APOBEC3H APOLD1 APOO ARHGAP21 ARHGAP26 ARHGAP31 ARHGAP31-AS1 ARHGAP45 ARHGEF12 ARHGEF2-AS2 ARID2 ARL2BP ARL5B ARSB ASMTL ASNS ASTL ASXL1 ATF4 ATF7IP ATM ATP2C1 ATP6V0A1 ATP6V0A2 ATXN1 ATXN1-AS1 ATXN1L ATXN2L B2M B3GNT7 B4GALT6 BAIAP2 BAIAP2L1 BANK1 BATF3 BAZ1A-AS1 BAZ1B BBC3 BCL2 BCL6B BCL9L BHLHE40 BIRC3 BLK BNIP1 BOD1L1 BRAF BRD2 BRWD1 BRWD1-AS2 BTBD19 C12orf57 C16orf46 C16orf46-DT C20orf204 C21orf62-AS1 C2orf92 CAB39 CACNA1D CALM1 CALM3 CARD8 CASC15 CASP8 CASTOR3P CCDC107 CCDC57 CCDC77 CCDC88A CCDC88B CCDC88C CCDC97 CCL15 CCL22 CCL5 CCNG2 CCNL1 CCR1 CCR7 CD226 CD36 CD37 CD48 CD55 CD58 CD69 CD70 CD72 CD83 CDC42SE1 CDK12 CDKL3 CENPU CEP128 CEP83 CEP83-DT CERS4 CFAP20 CFAP298 CFAP298-TCP10L CFAP69P1 CFAP73 CFLAR CFLAR-AS1 CHD3 CLASP1 CLCN2 CLEC2D CLTC CLUAP1 CLUH CNR1 COA1 COL1A1 CORO7 COX7CP3 CPPED1 CR2 CREB1 CREM CRIP1 CRK CRLF2 CTBP1 CTBP1-DT CTNNB1 CTSZ CTTN-DT CUL3 CXorf58 CYB561 CYB561A3 CYBA CYP1B1 CYP51A1 CYP51A1-AS1 CYREN CYS1 DARS1 DBF4B DCLRE1A DDHD1 DDHD1-DT DDX31 DEDD DENND3-AS1 DENND4B DESI1 DHRS13 DIAPH1 DIAPH1-AS1 DNAJB4 DOCK2 DOK2 DOLK DSCAML1 DUSP2 DUSP22 DVL2 EBI3 ECE1 EEIG2 EHBP1L1 ENO1 ENO3 ENSG00000215022 ENSG00000236403 ENSG00000255476 ENSG00000255491 ENSG00000265222 ENSG00000265246 ENSG00000278390 EP300 EPB41L2 ERC2 ERCC6L2 ERCC6L2-AS1 FAM110A FAM135A FAM167A FAM200B FAT2 FBRS FBXL5 FBXO31 FBXO36 FBXO48 FBXW11 FCER2 FCHO1 FKBP10 FMNL1 FNTA FOSL1 FOXJ3 FOXP4 FRA10AC1 FSCN1 FSD1L FUT10 FYN G6PD GABARAP GABPB1 GABPB1-AS1 GABPB2 GARNL3 GATAD2A GATAD2B GCA GEM GEMIN6 GFI1B GINM1 GNA15-DT GNB2 GPBP1 GPD2 GPR132 GPR160 GPR55 GSDMB GSK3B GSK3B-DT GSTCD GYPC GYS1 H1-5 H2AC10P H2AC12 H2AC13 H2AC15 H2AC16 H2AC17 H2AC20 H2AC25 H2AC4 H2AC6 H2AC7 H2AC8 H2BC10 H2BC12 H2BC13 H2BC15 H2BC16P H2BC17 H2BC18 H2BC21 H2BC26 H2BC4 H2BC7 H2BC8 H2BC9 H3C1 H3C11 H3C12 H3C2 H3C4 H3C7 H4C1 H4C12 H4C13 H4C16 H4C3 H4C4 H4C5 H4C6 HCG14 HDAC7 HECW2 HELZ2 HERC4 HEXIM1 HEXIM2 HEXIM2-AS1 HILPDA HILPDA-AS1 HIP1 HLA-DMA HLA-DMB HMG20A HMGB1 HMGXB4 HMSD HNRNPA1 HOMER1 HORMAD2 HSP90AB1 HSPA4L HSPD1 HSPE1 HSPE1-MOB4 HUWE1 HYAL3 IDE IFIH1 IGFLR1 IGHV3-63 IKZF1 IKZF2 IKZF3 IL16 IL23R IL27 IL32 IL4I1 IL6R-AS1 IL7R ILF2 IMMP1LP1 INO80C INTS12 IRAG2 IRF5 ISG20 IST1 ITGA1 ITGA4 ITGAL ITGB1 ITGB7 IVL JPH4 JUN KBTBD6 KDM2A KDM2B KDM3A KDM5A KDM5C KIF13A KLHL5 KLKP1 KLLN KMT5B KREMEN2 KSR1 KYAT1 LACTB LAMTOR4 LCN10 LCN15 LCOR LDC1P LGALS1 LIMD2 LINC00265 LINC00384 LINC00431 LINC00494 LINC00511 LINC00877 LINC00881 LINC00886 LINC00926 LINC00938 LINC00944 LINC00964 LINC00973 LINC01033 LINC01135 LINC01152 LINC01348 LINC01353 LINC01366 LINC01435 LINC01572 LINC01588 LINC01629 LINC01675 LINC01719 LINC01775 LINC01814 LINC02028 LINC02090 LINC02100 LINC02132 LINC02157 LINC02174 LINC02320 LINC02328 LINC02384 LINC02392 LINC02579 LINC02611 LINC02642 LINC02739 LINC02960 LINC03062 LIPT1 LMNA LMNB1 LMNB1-DT LNCATV LNPEP LOC124904631 LOXL2-AS1 LOXL3 LRG1 LRIG1 LRP6 LRRC32 LRRC8A LRRCC1 LSM4 LSP1 LY86 LY9 LZIC LZTFL1 MAK MALAT1 MAML2 MAP1LC3B MAP2K3 MAP4K2 MAPK14 MAPKAP1 MARF1 MCCC2 MCFD2 MCL1 MCM7 MDM2 MEF2C METTL15 METTL21A MGAT1 MIR1245B MIR155HG MIR23A MIR23AHG MIR27A MIR3142HG MIR3143 MIR3677HG MIR4273 MIR4425 MIR4437 MIR4493 MIR4674 MIR4710 MIR497HG MIR5091 MIR5194 MIR548AW MIR5700 MIR6077 MIRLET7I MMP9 MOB3A MREG MRPL1 MS4A1 MSC-AS1 MSI2 MTF2 MTMR14 MTMR9 MUC12-AS1 MYCBP2 MYEOV MYO1C MYO1G NAA80 NALT1 NANOS3 NAP1L1 NAV2 NBN NCF2 NCOA3 NDE1 NDUFAF4 NDUFB7 NDUFS7 NEAT1 NEIL2 NEK6 NEK8 NELFB NFATC1 NFE2L2 NFKB1 NFKB2 NFKBIA NFKBIB NFKBID NFKBIZ NIBAN3 NINJ1 NMNAT1 NOL4L NOP14-AS1 NOTCH1 NR3C1 NRG2 NRG4 NSUN6 NTN1 NTRK1 NUP107 NUP107-DT NUP153-AS1 NUP188 OAS3 ODAD1 OGT ORMDL1 OTUD5 OXTR PAFAH2 PALD1 PARP1 PARP2 PARP8 PASK PATL2 PAXBP1 PBX2 PDE4A PDE8A PDZD2 PEAK1 PELO PFN1 PHC3 PHF21A PHF24 PHIP PIGV PIGX PIK3C2B PKM PLAU PLCG2 PLD3 PLEK PLEKHA2 PMS1 PNRC2 POLA2 POLD1 POLDIP3 POLI POLR2E POLR3H PPAN PPAN-P2RY11 PPCDC PPFIBP2 PPP1CC PPP5D1P PRKCD PRKCH PRPF40B PRR12 PSMA1 PSMC3IP PTEN PTK2 PTPN6 QRICH1 RAB14 RAB20 RAB30 RAB4B RAB4B-EGLN2 RABEP1 RAD52 RAI1 RALGDS RAP2C RAP2C-AS1 RAPGEF1 RARA RASSF4 RBCK1 RBM17 RBM39 RC3H2 RCOR1 REL REL-DT RELA RELB REPS1 REV3L RFFL RGS1 RGS20 RGS9 RHEX RHOH RHOXF1P3 RILPL2 RIPOR2 RMI2 RMRP RN7SL121P RN7SL181P RN7SL38P RN7SL692P RNA5SP493 RND1 RNF167 RNPS1 RNU1-119P RNU11 RNU2-63P RNU4-1 RNU4-2 RNU4-38P RNU4-75P RNU4ATAC RNU5B-4P RNU5E-6P RNU6-743P RNU7-1 RNVU1-14 RNVU1-15 RNVU1-19 RNVU1-26 RNVU1-27 RNVU1-3 RNVU1-30 RNVU1-31 RNVU1-34 RNVU1-4 RNVU1-6 RPL10A RPL10P14 RPL11 RPL12P28 RPL17P2 RPL30P11 RPL31P29 RPL7P50 RPPH1 RPS10 RPS10-NUDT3 RPS15AP29 RPS2 RPS26 RPS6 RPS6KA1 RRAD RSF1 RSL24D1P11 RUNX1 SBNO1 SBNO2 SC5D SCARNA2 SEC14L1 SECISBP2 SELENOH SEMA7A SEPTIN2 SEPTIN9 SFT2D3 SGPP2 SH3GL1 SH3TC1 SHF SHQ1 SIPA1L1 SIRT1 SIRT2 SKIL SLC12A2 SLC12A2-DT SLC22A23 SLC25A11 SLC25A4 SLC25A46 SLC2A5 SLC35A4 SLC39A13 SLC66A2 SLC9A8 SMAP2 SMG5 SMG6 SMG9 SMIM36 SMPD1 SMPD4 SNAPC3 SNHG9 SNORA70 SNORA78 SNORD13 SNORD3A SNX11 SNX8 SORL1 SP100 SP140 SPATA4 SPRED1 SQSTM1 SRSF5 SRSF7 SS18 SSBP2 SSTR5-AS1 SSX2IP STAG3 STAG3L5P STAG3L5P-PVRIG2P-PILRB STAR STAT1 STK10 STRIP1 STX11 SUN1 SYNGR2 SYT17 SYT9-AS1 SYTL3 TACC1 TAF6L TAFAZZIN TANK TAPBP TASL TATDN3 TBL1X TBL2 TCF7 TECR TENT4B TEPSIN TESK2 TET3 TFAP4 TFEB TG TH2LCRR THADA THAP9 THOC1 THOC1-DT TIAL1 TICAM1 TLCD1 TLNRD1 TLR1 TMEM147-AS1 TMEM18 TMEM229B TMEM237 TMEM243 TMEM248 TMEM277P TMEM79 TMOD1 TMPO-AS1 TMSB10 TNC TNF TNFAIP3 TNFAIP8 TNFRSF10C TNFRSF9 TNFSF14 TNFSF4 TNIP1 TNIP2 TOB2 TOR1AIP1 TP53 TPD52L2 TRAF4 TRAJ47 TRAJ7 TRIM13 TRIM31 TRIM69 TRIP12 TRNAU1AP TSC1 TSC22D1 TSGA10 TTC27 TTC39A TTI2 TTLL4 TTN-AS1 TVP23A TYW3 UBAC2 UBALD2 UBB UBC UBE2B UHRF1 UNKL UPF2 USP3-AS1 USP32 USP49 USP53 USPL1 UST-AS2 UTP3 UTP6 UVRAG-DT VPS37B VRK1 VRTN VTRNA1-3 WDR11 WDR11-DT WNT1 WNT10A WRAP53 WTAP XPO6 ZBTB1 ZBTB25 ZBTB5 ZC3H12A ZC3H12C ZC3H6 ZC3H7B ZCCHC7 ZEB1 ZFHX3-AS1 ZFP36L1 ZFYVE19 ZFYVE26 ZKSCAN2 ZMIZ1 ZNF185 ZNF221 ZNF295-AS1 ZNF3 ZNF335 ZNF417 ZNF491 ZNF529 ZNF581 ZNF646 ZNF668 ZNF670 ZNF670-ZNF695 ZNF692 ZNF692-DT ZNF737 ZNF767P ZNF773 ZNF827 ZNRF1 ZPBP2 ZSCAN12 ZSCAN16-AS1 ZSWIM5 ZNF610_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF610_TARGET_GENES ABCB10 ABHD13 ABI2 ACAA2 ACOT13 ACTL6A ADAP2 ADAT2 ADRM1 ADSS2 AFDN AFDN-DT AGGF1 AGO1 AGO3 AHDC1 AJUBA AJUBA-DT AKIRIN2 ALG13 ANGEL1 ANKRD10 ANKRD54 ANKRD63 ANO6 ANO8 ANP32E AP3S2 APC AQP11 ARFIP2 ARHGAP10 ARHGEF12 ARHGEF39 ARID4B ARMT1 ARPC1A ARPP19 ARRB2 ARRDC3 ARRDC3-AS1 ASCC3 ATAD2 ATAD3A ATF3 ATG7 ATP1B1 ATP2A3 ATP2B1 ATP6V0D1 ATP6V0D1-DT ATPSCKMT ATXN10 ATXN2L ATXN3 AURKAIP1 B3GALT4 B4GALT1-AS1 BAHCC1 BANF1 BAP1 BAX BBX BLOC1S1 BMPR1A BMPR1B BMPR1B-DT BOLA1 BORCS5 BRF1 BRMS1L BRPF1 BRWD1 BRWD1-AS2 BTAF1 BUD31 C14orf93 C18orf54 C19orf47 C1GALT1C1 C1orf109 C1orf43 C1orf53 C1orf74 C21orf62 C2orf15 C2orf42 C4orf46 CAAP1 CABIN1 CABLES2 CACNB3 CAMK2D CAPNS1 CASC9 CASZ1 CATSPERD CBX3P4 CBX4 CCAR1 CCAR2 CCDC157 CCDC6 CCDC77 CCDC88C CCDC97 CCNC CCNI CCSAP CCT5 CD320 CDC14A CDC37 CDC42SE1 CDCA4 CDCA8 CDIP1 CDK18 CDK4 CDK8 CDK9 CDKN2AIPNL CEBPG CECR2 CEP120 CEP135 CEP43 CERT1 CFAP410 CFAP52 CFAP92 CFL1 CFLAR CHCT1 CHD9 CHGB CHMP1B CHMP3 CHMP7 CHPF2 CHRAC1 CHRD CHST11 CHST15 CITED2 CLEC2D CLPP CLSTN1 CLTA CLTCL1 CMSS1 CNIH4 CNNM2 CNOT2 CNOT6 CNR1 COL4A5 COL4A6 COPS5 COPS7A COQ10A COX10 COX10-DT COX16 COX20 COX6B1 CPEB1 CPNE8 CPT2 CREBL2 CRIM1 CRIM1-DT CRYZL1 CSAD CSE1L CSE1L-DT CSPP1 CTBP2 CTNNB1 CTSH CTU1 CUL4A CYB561D2 CYP20A1 CYSTM1 CYTH1 DCAF12 DCAF13 DCTN2 DDX12P DEDD2 DENR DFFA DIPK1A DLC1 DLD DLK2 DLL1 DMKN DMRT3 DNAJC14 DNAJC6 DPP9 DPY19L3 DPY19L3-DT DPYSL2 DRG2 DUSP6 DVL2 DXO DYNC2I2 DYNLT2B DZANK1 ECI1 EDN1 EEF1A1P18 EFCAB13 EFCAB13-DT EFCAB7 EGFEM1P EGLN2 EGR1 EIF1AD EIF2B3 EIF2D EIF3D EIF5A2 ELAC2 ELF1 EMC2 EMC3 EMC3-AS1 ENDOG ENDOU ENPP3 ENPP4 ENSG00000187186 ENSG00000232995 ENSG00000233461 ENSG00000247416 ENSG00000283674 EOGT EOGT-DT EP300 ERBB3 ERI1 ETFA ETFDH ETS2 ETV2 EXO5 EXO5-DT EXOC1 EXOC6B FAM117B FAM120B FAM133B FAM218A FANCG FBN2 FBXL14 FBXL21P FBXL4 FBXO24 FBXO27 FBXO31 FBXW8 FEM1C FGD4 FHIP1A FHIP1A-DT FHOD3 FKBP4 FNBP1P1 FNDC3B FNTB FOXJ1 FOXJ3 FOXO3 FRA10AC1 G6PC3 GAB1 GABARAPL1 GABPB2 GALNT11 GALNTL5 GART GBA1 GCAT GDAP1 GEMIN5 GGPS1 GINS3 GINS4 GLDC GLI3 GNAL GNB2 GNGT1 GOLGA1 GOLGA4 GPC6 GPR162 GPR6 GPSM2 GSR GTF2B GTF2IP12 GTF2IP20 GTPBP3 GUCD1 GZF1 H3-3A H3-3A-DT H3-3B HAGLR HCFC1 HCFC1R1 HCG25 HDAC5 HECTD4 HEXA HEXA-AS1 HEXIM1 HIBADH HINT3 HMG20A HNRNPKP5 HNRNPLL HNRNPM HOOK2 HOXD1 HSD17B6 HSF2BP HSPA1B HSPB6 HTR5A IER3 IFT122 IFT81 IL13RA1 ILDR1 ILF3 ILF3-DT IMPA2 IMPDH1 INO80C INTS14 IRF9 IRX3 ISLR2 ISYNA1 ITFG2 ITFG2-AS1 ITGA7 ITGB3BP ITM2C ITSN1 JADE1 JAGN1 JMJD4 JPX JUNB KANSL2 KAT14 KCNC3 KCNK1 KCNK5 KCTD15 KCTD5 KDM1A KDM4B KHDC1 KIF9 KIFAP3 KLHDC9 KLHL17 KLHL18 KLHL20 KLHL9 KMT2A KMT2B KMT2D KPNA2 KRAS KTI12 LACTB2-AS1 LAMP1 LARP1 LAS1L LGMN LIG4 LIMD1-AS1 LINC00620 LINC01003 LINC01011 LINC01132 LINC01359 LINC01465 LINC01535 LINC01547 LINC02029 LINC02569 LINC02960 LIX1L-AS1 LMCD1 LMCD1-AS1 LMTK2 LNPK LOH12CR2 LONP1 LONRF1 LPAR3 LRCH4 LRP6 LRRC8C LYSET MALINC1 MAP1LC3B MAP2K5 MAP3K6 MAP9 MAPKAP1 MARCHF6 MARCHF6-DT MBD4 MBTPS2 MCF2L MCRIP2 MDM4 MEAK7 MED14 MED23 MED26 MED4 MEF2A MEF2C-AS2 MEF2D MEGF8 METAP1 METAP2 METTL26 MEX3C MFN2 MGA MGME1 MIA3 MIR3646 MIR3677HG MIR4665 MIR548AL MIR615 MIRLET7I MKRN1 MLXIP MMAB MMP16 MOB4 MOXD1 MPHOSPH9 MPPED2 MRPL39 MRPL4 MRPL45 MRPL46 MRPS11 MRPS23 MRPS31P5 MRPS35 MRPS35-DT MRPS36 MTFR1 MTHFD2L MTIF3 MTOR MTRFR MVK MXRA7 MYB MYBBP1A MZF1-AS1 NADK2 NAPRT NBL1 NCAM1 NCBP2 NCBP2AS2 NCOA3 NEFM NEIL1 NEURL4 NFIA NFKBIA NFYB NFYC NIT1 NKX2-1 NMRAL2P NOL10 NOVA1 NOVA1-DT NPRL2 NQO2 NR2F1 NRAS NTAN1 NTMT1 NUDT8 NUDT9 NUF2 NUP214 NUP42 ODR4 OTUD7B OTULIN OTULIN-DT OXSR1 P3H2 P3H2-AS1 P4HA1 PAFAH2 PARP1 PAX6 PBX3 PBX3-DT PCAT6 PCBP2 PCDH1 PCDHGB1 PCDHGB5 PCID2 PCLO PDAP1 PDCD6P1 PDE4C PDE8A PDGFA PDXK PEAK1 PET117 PEX3 PFDN2 PFKFB3 PGAP1 PGBD5 PGGT1B PGM2L1 PHF12 PHF20 PHF6 PHF7 PHF8 PIP4K2A PIP4P1 PIPOX PKM PKN2-AS1 PLCXD1 PLD3 PLEKHA8P1 PLEKHG2 PLEKHH1 PLEKHJ1 PLEKHM1 PLXNA2 PLXNA4 PMPCB PNMA2 POLG POLG-DT POLK POLR3B POLR3F POU2F1 PPCDC PPFIA3 PPM1D PPP1R18 PPP2R3A PPP2R5C PPP4C PPP4R3A PRANCR PRELID3BP2 PRIM1 PRKAR1A PRKCZ PRKCZ-DT PROSER3 PROX1 PROX1-AS1 PRPS2 PRRC2A PSAP PSD3 PTPN4 PTPRA PTPRG PTPRH PTRH2 PTTG1IP PURA QRFPR RAB18 RAB2B RAB30 RAB30-DT RAB34 RAB4A RAB4A-AS1 RAD18 RANBP9 RANGRF RAPGEF2 RASAL2 RASAL2-AS1 RASD1 RBBP6 RBFOX3 RBM14 RBM14-RBM4 RBM28 RBM8A RBPJ RCBTB1 RCOR1 RCOR3 RDH10 REEP5 REPS1 RERE REV3L RFTN1 RGS5 RIMKLB RMND1 RN7SL1 RN7SL521P RN7SL823P RN7SL832P RNASEH2A RNASEH2C RNF157-AS1 RNF220 RNF24 RNPS1 RNU4-71P RNU7-27P RO60 RPAP3-DT RPL27 RPL37 RPL7 RPS12 RPS14 RPS17 RPS26 RPS27L RPS29 RPS3A RPS4X RPS6 RRP1B RSU1 RSU1P2 RTN1 RTN3 RUNDC3A-AS1 SAC3D1 SACM1L SAMD4B SAP18 SAYSD1 SC5D SCAF11 SCAPER SCARNA17 SCARNA2 SCAT1 SDHAF4 SELENOM SEMA6A SEMA6D SENP2 SEPHS1 SEPTIN7P13 SEPTIN7P14 SEPTIN9 SF3A1 SF3A2 SH2D5 SHC4 SIRT1 SLC24A1 SLC25A1 SLC25A32 SLC35F3 SLC36A1 SLC39A11 SLC39A3 SLC44A1 SLC6A9 SLX9 SMARCAD1 SMARCAD1-DT SMG7 SMG7-AS1 SMG8 SMG9 SMIM2-AS1 SMIM8 SNAP47 SNAPC2 SND1 SND1-DT SNHG11 SNHG17 SNHG22 SNORA14B SNORD101 SNORD27 SNRPD3 SNX15 SNX5 SP3 SP7 SPAG4 SPOP SPRYD7 SQSTM1 SRCAP SRCIN1 SRGAP3 SRSF5 SSTR5 SSTR5-AS1 ST13 STARD13 STARD6 STK19 STK26 STKLD1 STOX2 STUB1 STUB1-DT STX8 SUMF1 SUMO2 SUPT16H SUZ12 SUZ12P1 SYCE2 SYDE2 SYNCRIP SYNPO2 SYS1 SYS1-DBNDD2 TAF11 TARBP2 TASOR2 TCAM1P TCTN1 TDP2 TECPR2 TEFM TENM3 TENM3-AS1 TENT5C-DT TFAP2A TFB1M TFIP11 TFIP11-DT TGFBR3 TGIF1 THAP8 THOC1 THOC1-DT THOC6 THUMPD3 TIGD7 TIMM10B TLCD1 TLE1 TM4SF19-AS1 TM9SF1 TMA16 TMBIM4 TMEM106C TMEM116 TMEM14C TMEM167B TMEM167B-DT TMEM179B TMEM187 TMEM198B TMEM222 TMEM248 TMEM41A TMEM52 TNFRSF10A TNFRSF10B TOB2 TOMM20 TOP3B TOX4 TP53BP2 TPR TPT1 TPT1-AS1 TRAF3IP2-AS1 TRAM1 TRDMT1 TRIT1 TRMO TRMT12 TSC22D4 TSGA10 TSNAX TSNAX-DISC1 TSPAN5 TSPAN5-DT TSPAN9 TTC19 TTC23L TTC23L-AS1 TTC4 TTLL1 TXNIP TXNL1 TXNRD1 UBAP2L UBB UBE2M UBE2Q1 UBQLN2 UCHL5 ULBP1 UNC13B UQCC4 USE1 USP3-AS1 USP32 USP44 UST VGLL4 VPS35L VPS50 VTA1 WAC WAC-AS1 WARS1 WARS2-AS1 WBP4 WDR11 WDR11-DT WDR25 WDR45B WDR47 WDR62 WIPI2 XKR6 XPNPEP3 XPO6 XPO7 XRN2 YTHDC2 YWHAE ZBED6 ZBTB2 ZBTB45 ZC3H11A ZDHHC13 ZFP30 ZFP69B ZIK1 ZKSCAN3 ZMPSTE24 ZMPSTE24-DT ZMYM3 ZNF10 ZNF16 ZNF212 ZNF239 ZNF248 ZNF248-AS1 ZNF260 ZNF384 ZNF398 ZNF420 ZNF425 ZNF451 ZNF501 ZNF503 ZNF503-AS2 ZNF526 ZNF540 ZNF571 ZNF652 ZNF652-AS1 ZNF740 ZNF75A ZNF768 ZNF790-AS1 ZNF827 ZNF846 ZNF862 ZNF879 ZNF891 ZNF892 ZSCAN21 ZSWIM7 ZNF618_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF618_TARGET_GENES AADAT ABCA7 ABCC11 ABCD3 ABCG1 ABL2 ABLIM3 ABT1 ACAD8 ACADS ACER2 ACOT11 ACOT12 ACOT13 ACSF3 ACSL3 ACSL4 ACTN1 ACTR3B ADAL ADAM9 ADAMTS7P3 ADAMTSL4 ADAMTSL5 ADAR ADGRG4 ADGRL1-AS1 ADISSP ADNP ADPRH AFF3 AGBL4 AGO4 AGPAT3 AGPS AGTPBP1 AGTR1 AHNAK AK6 AKAP1 AKAP1-DT AKAP7 ALDH4A1 ALDH5A1 ALDOA ALG3 ALKBH3 ALOX15 AMMECR1 AMOT AMZ2P1 ANAPC13 ANGPTL6 ANK3 ANK3-DT ANKRD13C ANKRD13D ANKRD20A21P ANKRD29 ANKRD31 ANKRD40 ANKRD50 ANP32BP3 ANXA11 AP1M1 AP3M2 AP4E1 AP4S1 APCDD1L APCDD1L-DT APIP AQR ARFGEF3 ARHGAP36 ARHGAP44 ARHGEF11 ARHGEF12 ARHGEF4 ARID1B ARL6IP1 ARL6IP6 ARL8BP2 ARMC8 ARMCX3-AS1 ARRDC3 ARRDC3-AS1 ARSG ASB3 ASB7 ASCC2 ASS1 ASTE1 ATG4C ATL1 ATP13A1 ATP1A1 ATP1B1 ATP2B2 ATP5MC1 ATP5ME ATP5PB ATP8B2 ATRN ATXN1-AS1 AUTS2 B3GALNT2 B4GALNT2 B4GALT6 B4GALT7 BABAM2 BAIAP2L2 BANK1 BATF3 BAZ1A-AS1 BAZ2B BBS9 BBX BCL3 BEX1 BEX3 BICD1 BLOC1S6 BMI1 BMP6 BMS1P4 BMS1P4-AGAP5 BNIP1 BOK-AS1 BOLA2P3 BORCS5 BRAF BRI3P1 BRI3P2 BRINP3 BRINP3-DT BRIX1 BRWD1 BRWD1-AS2 BTBD1 BTF3L4 BTNL12P BUB3 BUD13 BUD13-DT BZW1 BZW1-AS1 C10orf53 C11orf54 C14orf132 C14orf39 C15orf61 C1GALT1C1 C1QBPP2 C1orf112 C1orf53 C2CD2L C2orf42 C2orf68 C3orf38 C4orf36 C8orf76 CABCOCO1 CABYR CACHD1 CACNG5 CACYBP CALHM6 CAMK4 CAND2 CAPN12 CAPN14 CAPN15 CAPRIN2 CARD11-AS1 CARNMT1 CARNMT1-AS1 CARTPT CASP6 CASP9 CATSPER2P1 CAVIN2-AS1 CBFB CBLB CBR3-AS1 CBX1P3 CCDC121P1 CCDC148 CCDC175 CCDC178 CCDC18-AS1 CCDC181 CCDC22 CCDC25 CCDC57 CCDC88A CCM2L CCNB2 CCNG2 CCNL1 CCNYL5 CCNYL6 CD55 CD83 CDC14B CDC25B CDC42BPA CDC73 CDCA7L CDH18-AS1 CDIPT CDIPTOSP CDKL3 CDKL5 CELF2 CELSR1P1 CENPP CEP63 CEP95 CETN3 CFL2 CGGBP1 CHASERR CHD1 CHD1-DT CHD7 CHGB CHIC2 CHID1 CHKA CHKA-DT CHN2 CHRM1 CHSY1 CIBAR1 CIBAR1-DT CINP CKAP5 CKS1B CLASP2 CLDN1 CLDN16 CLDND1 CLK3 CLOCK CLPP CLPTM1 CLTC CMSS1 CNBD2 CNBP CNGA1 CNOT6 CNPPD1 CNTNAP2 COCH COG5 COL21A1 COL6A4P1 COL6A4P2 COMMD6 COPS7B COQ6 COQ8A COX11P1 COX20 COX5A COX8C CPD CPE CPEB3 CPLX1 CPNE8 CPSF7 CPVL CREBBP CRIPT CROCCP2 CRYBG1 CRYZ CTBS CTDNEP1P2 CTDSPL CTH CTLA4 CTNNA2 CTNS CTSL3P CYB561D1 CYB5A CYB5R4 CYBC1 CYP2J2 CYP2S1 CYP4F23P DACT3-AS1 DANCR DARS1 DBF4B DBR1 DCAF12L1 DCAF8 DCBLD2 DCLK3 DCLRE1A DCP1A DCTN1 DCTN5 DDHD1 DDHD1-DT DDHD2 DDX17 DDX21 DDX41 DDX5 DENND1B DENND2B DEPDC1 DERL3 DESI2 DGAT2-DT DHRS7 DHX40 DHX9 DIP2A DIXDC1 DLAT DLEC1P1 DMAP1 DMXL1 DMXL1-DT DNAJB1 DNAJB11 DNAJC16 DNAJC28 DNAJC6 DND1P1 DNTTIP2 DOCK11 DPAGT1 DPH5 DPH5-DT DPY19L2P3 DPY19L4 DPYD DPYS DPYSL3 DRG1 DSC2 DTD1 DTWD2 DUS4L DUSP16 DYNC1LI1 ECE2 ECT2 EEF1AKMT1 EEF1E1 EEFSEC EFCAB10 EFCAB6-AS1 EHD3 EHMT1 EIF1B EIF1B-AS1 EIF2AK1 EIF2D EIF3D EIF3FP1 EIF4A1 EIF4A2 EIF5A ELK2BP ELL2P3 ELOA-AS1 ELP2 EMBP1 EMC7 EML1 ENO1P1 ENPP3 ENSG00000213963 ENSG00000228021 ENSG00000230021 ENSG00000232995 ENSG00000233030 ENSG00000237378 ENSG00000246331 ENSG00000255647 ENSG00000269072 ENSG00000278899 ENSG00000280040 EOGT EOGT-DT EPAS1 EPB41 EPB41L2 EPB41L4A EPB41L4A-AS1 EPHA1 EPM2A-DT ERICH2-DT ERICH3 ERN1 ERVK3-1 ETFA EVI5 EXD2 EXD3 EXOSC3 EXOSC7 EZH2 FA2H FAAH FAF2 FAM104B FAM107A FAM120C FAM133A FAM136CP FAM161B FAM169A FAM174A-DT FAM181B FAM222B FAM237B FAM241B FAM242C FAM86HP FAM91A1 FAM9C FANCI FAR1 FAR1-IT1 FBN1 FBN1-DT FBXO10 FBXO22 FBXO43 FBXW8 FERMT1 FGD6 FGF13 FGFR1OP2 FHL1P1 FILIP1L FITM2 FLVCR1 FLVCR1-DT FMC1-LUC7L2 FMNL3 FMR1 FMR1-AS1 FNBP1L FOXI1 FOXJ3 FOXP2 FRG1FP FTCDNL1 FUOM FUS FUT8-AS1 FYCO1 FYN GALNT1 GALNT10 GALNT16-AS1 GALNT2 GAPVD1 GAS2 GASK1A GATAD2A GBA1 GBX1 GCLM GDAP2 GEMIN6 GEMIN7 GFM1 GGA2 GJC1 GK5 GLMN GLS GLT8D2 GLUD1P3 GMCL2 GML GMPR GNB4 GNE GOLGA3 GOLGB1 GORASP2 GOSR2-DT GOT2 GPAM GPR89P GPRASP1 GPRASP2 GRAMD1C GRB2 GRINA GRK3-AS1 GRK6 GSK3B GSK3B-DT GSTA4 GSTM4 GSTO1 GTF3C3 GUK1 GUSBP18 GVQW3 GYG1P2 H1-4 H2AC15 H2AC25 H2BC15 H2BC26 H2BP9 H3C6 HACD3 HADH HAGLR HAND2 HAPLN1 HCFC2 HEG1 HELZ2 HERC6 HEY1 HFM1 HHAT HHLA3 HIRA HK3 HLCS HMCN1 HMGB1P25 HMGCR HMGN4 HMGXB3 HNRNPD HNRNPD-DT HNRNPU HOXA4 HOXA9 HOXD8 HRK HS3ST5 HSF5 HSP90AA1 HSPB1P2 HSPBAP1 HTATSF1 HTR2C HTR5A HUS1B HYLS1 ID4 IDS IFNA2 IGDCC3 IGHA2 IKZF1 IL17RD IL6ST IL6ST-DT INO80C INTS13 INTS14 IPO4 IQCD IQCH-AS1 IRF1-AS1 ISL1 ISL1-DT ITGA2 ITGA9-AS1 ITGAE ITGB2-AS1 JAGN1 JKAMP JMJD1C JOSD1 JPX KALRN KAT6A KATNAL1 KATNBL1 KBTBD12 KCNAB1 KCNH1 KCNH1-IT1 KCNJ2 KCNJ2-AS1 KCNMB4 KCTD5 KCTD5P1 KDM1B KDM3A KEAP1 KIAA1328 KIF14 KIF16B KIF18B-DT KIF3A KIF9-AS1 KIRREL3 KLC2 KRT18P32 KRT18P43 KRTAP13-5P KSR1P1 KXD1 L1TD1 L3HYPDH L3MBTL4 LACTB2-AS1 LAD1 LAMA4 LAMTOR5 LAMTOR5-AS1 LAPTM4BP1 LARP4 LARP6 LARP7P4 LCN8 LCORL LDHC LDLR LEFTY3P LEPR LETR1 LIFR-AS1 LIN52 LIN9 LINC00331 LINC00358 LINC00466 LINC00467 LINC00485 LINC00664 LINC00879 LINC01023 LINC01182 LINC01201 LINC01285 LINC01596 LINC01655 LINC01683 LINC01703 LINC01902 LINC01968 LINC01972 LINC02371 LINC02564 LINC02684 LINC02709 LINC02716 LINC02746 LINC02750 LINC02980 LINC03047 LINS1 LIPT2 LIPT2-AS1 LMBR1 LMNA LNCARSR LNCRNA-IUR LNP1 LOC101929566 LOH12CR2 LONP2 LRBA LRP3 LRRC15 LRRC27 LRRC34 LRRC49 LRRC8B LRRN2 LSR LTV1 LYNX1 LYPLAL1 LYPLAL1-DT LYST-AS1 LZIC M1AP MAD2L1-DT MAGEF1 MAGI1 MAGI2 MAGI2-AS3 MAIP1 MAML1 MAN1A2 MAN1B1 MAP2 MAP3K3 MAP3K7CL MAP4K5 MAPK1 MAPKAPK5 MAPKAPK5-AS1 MARCHF5 MARCHF8 MARK4 MARVELD2 MBD3 MBL1P MBNL1 MBOAT2 MBTD1 MCC MCCC1 MCL1 MCM3AP-AS1 MCM9 MCRIP2 MCTP2 MDH1 MECP2 MED14 MED14OS MED15 MED15P9 MED18 MED23 MEF2A MEGF10 MELTF MESTP1 METTL5 METTL7B MFNG MFSD14A MFSD9 MGAT2 MGAT4A MGLL MIA3 MIGA1 MINPP1 MIR1258 MIR137HG MIR3190 MIR3613 MIR378D2HG MIR4258 MIR4449 MIR4500HG MIR4634 MIR5087 MIR5191 MIR933 MITD1 MKRN1 MKRN2 MND1 MNT MOB1B MOGAT1 MON2 MORC2 MORF4L1 MORF4L2 MORF4L2-AS1 MOSPD3 MPC2 MPLKIP MRPL30 MRPL39 MRPL40 MRPL44 MRPL46 MRPL58 MRPL9 MRPS11 MRPS30 MRPS30-DT MRPS31 MST1L MT-RNR1 MT-TF MTCO3P12 MTERF4 MTF2 MTHFD1L MTNR1A MTR MTRES1 MYCBP2 MYCBP2-AS1 MYO19 MYO1B MYO9A MYSM1 N4BP3 NAAA NAGLU NAIF1 NAP1L2 NAP1L3 NAV1 NAXE NBN NCK1-DT NDFIP2 NDFIP2-AS1 NDNF NDUFA12 NDUFAF4 NDUFAF6 NDUFC2 NDUFC2-KCTD14 NDUFS7 NDUFV3 NECAB1 NEK11 NELFA NEMF NEMP2 NEMP2-DT NENF NEPRO NEPRO-AS1 NET1 NFASC NFE2L2 NFIA NHLRC2 NIPAL1 NKAIN2 NKAIN3 NKAPL NLRC5 NME9 NMNAT1 NMNAT3 NMUR1 NOL4 NOL8 NOM1 NORAD NOX5 NOXA1 NPFFR1 NPHP3 NPHP3-ACAD11 NPL NPY2R NPY2R-AS1 NR0B1 NR1H2 NRBF2P5 NRBP1 NRG4 NRIP1 NSFL1C NSL1 NSMAF NSMCE4A NT5C3B NT5DC1 NTRK2 NUB1 NUCB2 NUDCD3 NUDT16-DT NUDT6 NUF2 NUMB NUP133-DT NUP54 OAZ2 OAZ3 OCRL ODF2L ODR4 OFD1 OGT OLIG1 OPRD1 OPRM1 OXCT1-AS1 P3H2-AS1 P4HA3-AS1 PA2G4 PABPC1L PABPC5 PABPC5-AS1 PADI2 PAFAH1B1 PAFAH2 PAICS PALB2 PALM2AKAP2 PALS2 PAM PANK2 PANK2-AS1 PANK3 PARLP2 PARP10 PARP3 PARP8 PARP9 PCBD2 PCCA-DT PCDH9 PCP4L1 PCYOX1 PDCD2 PDCD2L PDCD6IP PDE3A PDE4D PDE6D PDE8A PDGFD PDHX PDIA3 PDP1 PECR PELO-AS1 PELP1 PELP1-DT PEX2 PFKFB2 PFKFB4 PFN1P1 PGAM1P10 PGAM1P4 PGBD4 PGBD5 PGK1 PHACTR1 PHACTR2 PHC2 PHC2-AS1 PHF21A PHF24 PHIP PHTF1 PIAS1 PIBF1 PIDD1 PIGP PIGQ PIGW PIP4K2C PIP5K1B PITHD1 PKP4 PLCD3 PLCXD2 PLD1 PLEKHA8 PLEKHF2 PLLPP1 PLS1 PLSCR1 PLXDC2 PM20D2 POGLUT3 POGZ POLD3 POLE2 POLR1H POLR1HASP POLR3K POP4 POTEA POTEH POU2AF1 PPA2 PPAT PPIL4 PPM1K PPM1K-DT PPM1L PPM1L-DT PPP1R12A PPP1R14BP5 PPP1R2P10 PPP1R42 PPP1R8 PPP2R2B PPP2R5A PRDM4 PRDX6 PREP PRF1 PRKCA PRKXP1 PRPF40A PRPF4B PRPH PRR14L PRR4 PRRG4 PRSS42P PRTN3 PSD4 PSEN2 PSMB1 PSMF1 PSTK PTAR1 PTBP3 PTGES3P3 PTP4A2 PTPN14 PTPRB PTPRU PYCR2 QRICH1 RAB11A RAB40A RAB4A-AS1 RAB9B RABGGTB RAD1 RAD17 RAD51D RAET1M RAG1 RALA RALYL RANBP17 RAPGEF1 RASAL2-AS1 RASSF8 RASSF8-AS1 RBBP5 RBBP7 RBFOX2 RBKS RBM26 RBM26-AS1 RBM45 RBMXL2 RC3H1 RC3H1-DT RCAN1 RCOR3 RETREG2 REXO2 RFESD RFK RFKP1 RFKP3 RFKP5 RFKP6 RGMB-AS1 RGS12 RGS5 RGS6 RHBDD1 RHEB RHOBTB3 RHOF RHOT2 RHOV RMDN2 RN7SK RNA5S17 RNA5SP21 RNA5SP283 RNF14 RNF150 RNF38 RNFT1-DT RNU6-587P RNVU1-14 RNVU1-21 RO60 ROBO2 ROR1 RP9 RPAP2 RPL26 RPL36AL RPL36P6 RPL37 RPRD1A RPS21 RPS21-DT RPS2P2 RRAGAP1-AS1 RRP9 RSAD1 RSPH3 RSPO3 RTBDN RTL8A RTL8C RTRAF RTTN RUSF1 RUSF1-DT RUVBL1 RYR2 S100A1 S100A13 SANBR SAP30-DT SAR1B SASS6 SATB1 SBF2 SCAND3 SCML2 SCN5A SDE2 SDHAF2 SEC62 SELENOH SENP8 SEPTIN8 SERINC5 SESN3 SESTD1 SETD2 SETMAR SF1 SF1-DT SF3A3 SFSWAP SFT2D2 SFTPB SFXN1 SGIP1 SGK3 SGMS1 SGO2 SGSM3 SKIDA1 SKIL SLC10A3 SLC13A3 SLC16A1 SLC16A1-AS1 SLC16A6 SLC17A3 SLC20A2 SLC24A1 SLC25A28 SLC25A28-DT SLC25A3P1 SLC25A51 SLC35A1 SLC35A3 SLC35B4 SLC35E4 SLC35F1 SLC35G1 SLC36A4 SLC37A3 SLC39A11 SLC39A6 SLC44A1 SLC4A10 SLC4A1AP SLC5A7 SLC6A15 SLC7A5P1 SLCO4C1 SLIT3 SMAD5 SMARCC2 SMARCD2 SMG7 SMG7-AS1 SMG9 SMIM10 SMIM10L1 SMIM10L2A SMIM19 SMIM26 SNAP25-AS1 SNCAIP SNHG11 SNHG5 SNORA13 SNORA26 SNORD45C SNORD50B SNRNP25 SNUPN SNX2 SNX24 SNX25P1 SNX7 SORCS1 SOS1 SP2-DT SP3 SPACA1 SPATA18 SPATA2 SPATA5 SPATS2L SPCS2 SPDL1 SPECC1L SPECC1L-ADORA2A SPIN2A SPO11 SPOUT1 SRD5A1P1 SRD5A3 SRI SRP9 SRPRB SRR SRSF10 SRSF11 SRSF7 SRSF8 SSB SSBP3P1 SSBP4 SSTR3 SSU72 SSU72P1 ST3GAL6 ST3GAL6-AS1 ST6GALNAC3 ST8SIA2 STAG2 STARD10 STARD4 STARP1 STK17B STK24 STK24-AS1 STK24P1 STK31 STK32A STK32A-AS1 STK32C STUM STX16 STX16-NPEPL1 STX18 STX18-AS1 STX6 STX8 SUB1 SUFU SUGCT SUN1 SUPT7L SUSD5 SUV39H2 SWAP70 SYMPK SYNE1 SYNGR3 SYPL2 SYT14 SYT16 SYT6 SYT9 SYTL4 TACO1 TAF12-DT TAF1D TAF4B TAF9 TAOK2 TARDBP TASOR TATDN3 TBC1D14 TBC1D7 TBC1D8 TBCA TBCCD1 TBK1 TBL3 TBXA2R TCERG1 TDRD7 TEAD1 TEX35 TFAP2A TFG THAP10 THAP12P3 THAP12P8 THBS3-AS1 THTPA THYN1 TIGD6 TIMM8A TIPARP TLE4 TM2D2 TM9SF3 TMBIM6 TMC5 TMEM101 TMEM109-DT TMEM114 TMEM14A TMEM167B TMEM167B-DT TMEM169 TMEM178B TMEM183A TMEM19 TMEM230 TMEM260 TMEM266 TMEM31 TMEM39A TMEM41A TMEM50B TMEM64 TMX4 TMX4-AS1 TNFSF14 TOB2 TOMM40P3 TOP3B TOPAZ1 TOR1B TP53BP2 TP73-AS3 TPCN1 TPD52L1 TPGS2 TPM1 TPMT TRAM1 TRAPPC2 TRBV9 TRDMT1 TRIM14 TRIM7 TRMO TRMT13 TRPC3 TRPM3 TSEN15 TTC14 TTC14-DT TTC23L TTC23L-AS1 TTC7A TUBB4BP7 TVP23B TXNDC12 TYW3 TYW5 UBA2 UBE2B UBE2D3 UBE2D3-AS1 UBE2H UBE2H-DT UBE2N UBE2Z UBN2 UBQLN1 UBQLN1-AS1 UBXN4 UCHL3 UCHL5 UCP2 UGGT1 UHMK1 UHRF2 UNC5C UPF1 UPF3B UQCC6 USF2 USP13 USP17L23 USP24 USP30 USP33 USP37 USP39 USP4 UST-AS2 VCP VEZT VHL VIM VIPR2 VLDLR-AS1 VPS33A VPS33B-DT VPS36 VPS37B VPS72 VTI1A WASF2 WASH3P WDPCP WDR20 WDR27 WDR3 WDR35 WDR35-DT WDR4 WDR41 WDR77 WDR82P1 WDTC1-DT WTAP WTIP WWP1P1 XAGE3 XBP1 XIAP XKR8 XRRA1 YAP1P2 YIPF4 YOD1 YTHDC1 YWHAB YWHAG YWHAZ ZBED6 ZBED9-AS1 ZBTB18 ZBTB20 ZBTB34 ZBTB38 ZC3H14 ZC4H2 ZCCHC7 ZDHHC13 ZDHHC15 ZDHHC23 ZDHHC4 ZDHHC6 ZFAND4 ZFHX2 ZFP1 ZFP30 ZFP62 ZFTA ZHX3 ZKSCAN2 ZKSCAN2-DT ZMPSTE24 ZMPSTE24-DT ZMYM4 ZNF100 ZNF2 ZNF24 ZNF271P ZNF280B ZNF280D ZNF292 ZNF329 ZNF345 ZNF35 ZNF354B ZNF362 ZNF383 ZNF391 ZNF514 ZNF518A ZNF518B ZNF527 ZNF57 ZNF585B ZNF621 ZNF644 ZNF654 ZNF706 ZNF767P ZNF783 ZNF790 ZNRF2 ZNRF2P2 ZSCAN30 ZSWIM4 ZNF622_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF622_TARGET_GENES ACTL6A ACTR1B ANKHD1 ANKHD1-DT ANKHD1-EIF4EBP3 ANP32A ARRDC3 ARRDC3-AS1 BAZ1B BCAS3 C2orf92 CALR CCNK CCT3 CDKL5 CENPF CEP152 CHCHD7 CHD6 CHD8 CNNM3 CREBRF CYCS CYLD DDA1 DGLUCY EHBP1 ELAVL2 GOLPH3L H4C2 H4C3 H4C4 IGSF9B KANSL1 KPNB1 LINC02210 LINC02210-CRHR1 LNX2 MIR3181 MPRIP NFYC NUCKS1 NUMB OXR1 PLAG1 POGZ POLR1D PPP2R5E PSMB3 RBM27 RPS6KA5 RRAGC RRAGC-DT SCAI SETD3 SRM SSBP3 STARD7 STT3A TMCC2 TSACC TTBK2 USF3 WDTC1 WDTC1-DT ZBED5 ZBED5-AS1 ZBTB20 ZFAND6 ZNF628 ZNF628-DT ZNF623_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF623_TARGET_GENES ABCB1 ABCB9 ABHD17A ABTB1 ACACA ACER3 ADA ADAP1 ADAR ADCK1 AGMAT AKAP9 ALDH7A1 ALDOA ANAPC2 ANGEL1 ANGPTL6 ANKRD18DP ANO8 AOX1 AP1S3 APC2 ARID1B ARMC8 ARMH3 ARPC1A ARPC5L ARSI ASS1P5 ATOSA ATP9B AURKB B4GALNT1 B4GALT5 BLOC1S1 BMP8B BORCS6 BORCS8 BPIFB3 BRF1 BRPF1 BRWD1 BRWD1-AS2 BTF3 BTN2A1 BTN2A2 C1orf87 C21orf62-AS1 C3 C6orf141 CACNA1A CACYBP CAGE1 CAMK1 CARD10 CARD11 CARD14 CARHSP1 CARMN CC2D1A CCDC120 CCDC162P CCDC33 CCDC40 CCDC57 CCDC65 CCN5 CCNI CCNL2 CCNP CD160 CDC42EP4 CDK4 CDK5RAP2 CEACAM16-AS1 CEACAM21 CERCAM CERS1 CFAP144 CFAP299 CFAP92 CLDN23 CLIP3 CLK3 CMKLR2-AS COL1A1 COL4A6 COLGALT1 COPS3 COPS5P1 COQ10A CPLX2 CRADD CRISPLD2 CROCCP3 CRTAC1 CRY1 CSF3R CST1 CTIF CUL4AP1 CWC25 CXXC1 CYP1B1-AS1 DAGLB DCP1A DDHD2 DDX17 DEPP1 DHRS13 DHTKD1 DHX37 DMAP1 DNAI4 DNM1L DOCK6 DPP9 DPYSL2 DRG2 DTX1 DUS2 DYRK1A EDDM13 EFCAB7 EFNA2 EIF4E1B EML2 ENSG00000187951 ENSG00000260592 ENSG00000265246 ENSG00000272008 ERGIC1 ESPN EVA1C EXOSC2 EYA2 FABP5P3 FAM222A FAM86EP FAM86MP FCHO1 FCHO2 FES FLACC1 FLII FMN2 FRMD7 FTSJ1 FUT6 GALNTL5 GAS8 GBA1 GDI2 GGT1 GGTLC1 GGTLC4P GIT2 GLG1 GLRX5P2 GPR84-AS1 GRM4 GTF2I GTPBP3 GXYLT2 H1-10 H4C5 H4C8 HAPLN2 HEBP2 HID1 HIF3A HNF1A-AS1 HNRNPMP2 IGSF21 IL12RB1 IL16 IL17RD IL2RB IL4R ILDR1 IMPDH1P6 ISOC2 ITFG2 ITFG2-AS1 ITGA5 ITGA7 ITGAL-AS1 ITGB3BP ITGB5 JAZF1-AS1 KANK3 KAT8 KCNK1 KCNN1 KCTD21-AS1 KLHDC9 KMT2B KRT18P45 KSR1 L1TD1 LAMP1 LDLRAD2 LIM2-AS1 LINC00431 LINC00917 LINC00963 LINC01119 LINC01132 LINC01235 LINC01485 LINC01505 LINC01574 LINC01641 LINC02557 LINC02634 LINC02833 LINC02868 LINGO1 LIPA LONP1 LPIN1 LRRCC1 LTBP4 LUZP1 LYPLA2P1 LYSETP1 MAP3K14-AS1 MAP4K5 MAP7D1 MARK4 MB MCOLN1 ME3 MED16 MED21 METTL3 MFNG MFSD12 MFSD2B MIIP MIR3162 MIR3529 MIR3611 MIR381 MIR3922 MIR4425 MIR4734 MIR487B MIR5689HG MIR6729 MIR9-1 MIR9-1HG MIX23 MLST8 MRPL38 MRPL39 MRPL4 MRPS18A MRPS21P7 MTF2 MTFMT MTND1P14 MTO1 MYH11 MYO19 MYOM3 MYRF-AS1 NANOGNB NAPSA NCKAP1L NCOR2 NDUFS7 NEURL4 NFIC NGEF NIBAN2 NLE1 NMUR2 NOL6 NRTN NT5DC3 NTSR1 NUCB1-AS1 ODF3L2 OR1X5P ORC5 OSBPL5 P4HTM PAXBP1 PDCD7 PDE4A PDE6G PHTF1 PIANP PIK3R5 PIP5KL1 PLA2G15 PLA2G4C PLEKHG2 PMM1 PNCK PNKP PNPLA6 POFUT1 POLR2D POLR3K POMT2 PORCN PPFIA4 PPIAP21 PPP1R9B PPP2R2A PRR14L PSMD8 PSME1 PSMG3-AS1 PTPN2 PTPN3 PTPN5 PXMP4 QSER1 RAB1A RAD23A RAI1 RARA RASA4EP RASGEF1B RB1CC1 RBBP5 RBPJ REPIN1 RFC1 RFC3 RHOH RIN3 RN7SL33P RN7SL454P RN7SL546P RN7SL836P RN7SL93P RNA5SP474 RND1 RNF167 RNF227 RNU1-101P RNU4-62P RNU6-1003P RNU6-1340P RNU6-166P RNU6-339P RNU6-386P RNU6-466P RNU6-612P RNU6-847P RNU6-85P RORA RPL15P22 RPL32P27 RPL36 RPL38 RPS19BP1 RPS26 RPS29P7 RRN3P1 RTN2 RYR3 S1PR5 SBSN SCN1B SCN3B SCN4B SDAD1P3 SDC4 SEMA4B SERINC2 SF3A3 SF3B2 SFSWAP SH2B3 SH2D3C SHANK1 SLA SLC15A3 SLC1A2-AS2 SLC22A11 SLC25A21 SLC36A3 SLC39A3 SLC4A5 SLC6A1 SLFN12 SLX4 SMG7 SMG7-AS1 SNCB SNHG30 SNRNP25 SNRPA SPATA20 SPATS2L SREBF1 SRMS SSX7 STAT6 STOML3 STX4 STX6 SUGT1P4 SUSD3 SUSD6 SYCE2 SYNDIG1L SYNPO TBC1D3P7 TBX6 TCAP TCEAL8P1 TECR TESC TEX43 TEX45 TFEB TGFB1 TGFB2 TGFB2-AS1 THA1P TLE5 TLE6 TLR9 TMC6 TMCO6 TMEM147-AS1 TMEM98 TNFRSF10B TNFRSF12A TNRC18 TONSL TOR1A TPM4P1 TRAPPC3 TRAV15 TRIM15 TRIM37 TRIM55 TRIM7-AS1 TRMO TTC1 TTC5 TTLL13 TUBA1B TUBA1B-AS1 TWF2 TYK2 UBAC2-AS1 UBE2H UBE2H-DT UBE2V1 UBXN4 UNC13D USP30 UTP4 VAV1 VGLL3 VPS37B VPS39 VWCE WAKMAR2 WAPL-DT WDR55 WDR81 WNT8A ZCCHC4 ZDHHC18 ZNF271P ZNF302 ZNF548 ZNF675 ZNF790 ZNRF4 ZSCAN30 ZNF626_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF626_TARGET_GENES ASF1A DAZAP1 FAXDC2 FOXL1 ISL2 MBTD1 NUFIP2 NUP85 PPARG PSMB6 RACGAP1 ZNF660_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF660_TARGET_GENES AARS2 ABCA15P ABCB10 ABCB9 ABHD13 ACP2 ACVR1B ADAP2 ADAR ADAT2 ADPRHL1 ADRA1A AGK AGK-DT AHCYL1 ALDH1A2 ALDOA ALG10 ALG10B ALG5 ALKBH3 ALKBH3-AS1 ANGEL1 ANKRD40 AP3S2 APBA1 APBB3 AQR ARF5 ARHGAP1 ARHGAP22 ARHGEF12 ARID1A ARID2 ARL8B ARMH3 ARMT1 ASIC1 ASNS ATF5 ATF6 ATF6-DT ATP2B4 ATP5MJ ATP6V1G2 ATP6V1G2-DDX39B ATXN1-AS1 AURKAIP1 B4GAT1 B4GAT1-DT BANF1 BANP BAX BAZ2A BBS1 BCAR3-AS1 BCAT2 BCL6 BCRP2 BMF BMI1 BMS1 BMS1P4 BMS1P4-AGAP5 BNIP1 BRD2 BRF2 BRINP2 C11orf68 C12orf76 C17orf75 C1orf105 C1orf112 C5AR1 C6orf52 CACHD1 CALM1 CAPS2 CARD8 CASTOR3P CASZ1 CAV1 CBX3P4 CBX4 CCAR2 CCDC144BP CCDC159 CCDC65 CCDC97 CCNC CCNL1 CCNT2-AS1 CCNY CDC42SE1 CDKN2AIPNL CDKN2C CENPU CENPW CERNA3 CFAP298 CFAP298-TCP10L CFAP410 CFAP74 CFDP1 CIAO3 CIDECP1 CILK1 CIPC CIRBP CIT CITED2 CLN3 CLTB CNOT4 COG2 COMMD2 COPS2 COPS4 COPS5 COQ3 COQ8B CORO2A COX16 COX6CP7 CPE CPNE8 CPSF4 CRADD CRBN CREBL2 CRYBG1 CSNK1D CSPP1 CSRNP2 CSTPP1 CT62 CTDSP2 CTNNB1 CUTA CYP2E1 DCDC1 DCP1A DDX11L5 DDX46 DDX50 DDX55 DHX16 DHX30 DIAPH1 DLC1 DLG2 DMAC2L DMAP1 DNAJC2 DNAJC24 DOCK7 DOCK7-DT DPP9 DPY19L1 DPY19L4 DRAIC DRAP1 DRG2 DSTYK DTWD1 DUS1L DZIP1 DZIP1L ECI1 EDC4 EFCAB7 EFNA3 EIF1AD EIF2D EIF3F EIF3G ELAVL2 ELMOD3 ELOA-AS1 EMC1-AS1 EME1 EML2 ENAH ENPP3 ENSG00000232995 ENSG00000237101 ENSG00000247416 EPB41L4A-AS1 ERGIC2 ERI1 EXD3 EXOSC3 FABP5P3 FAF1 FAM133B FAM200A FAM227B FAM86FP FAM98B FANCA FANCD2 FBXW7 FEM1B FGF21 FILIP1 FKBP4 FLNA FLT3LG FNIP2 FOXJ3 FRA10AC1 FREM2 FRG1HP FRMD3 FRS3 FUT1 FUT10 FZD1 GABPB2 GADD45A GALK2 GARS1 GARS1-DT GBA1 GCHFR GCLC GDE1 GEMIN7 GFI1 GFM2 GHET1 GIN1 GLIPR1L1 GLIPR1L2 GLUD1P3 GNAL GNB2 GNG12-AS1 GOLGA3 GPBP1L1 GPR107 GSE1 GSTCD GTF2H4 GTF2IP12 GTF3C3 GTF3C5 GTPBP2 GUSBP1 GUSBP2 GYS1 H4C8 HAUS5 HAUS5-DT HCP5 HEATR1 HERC5 HEXA HEXA-AS1 HIRA HLA-DQA1 HMGN4 HNRNPD HNRNPF HOXB5 HOXB9 HSP90AA1 HTD2 HUS1 IER5 IFI44L IFRD1 IFT20 IFT46 IGF1R IGHMBP2 IKBKG IL1RAP IL4I1 INO80B INO80B-WBP1 INO80C INTS1 INTS10 INTS12 INTS14 INTS5 IPO13 IPO4 IPP IQSEC1 IRF9 ISG20 ISLR2 ITFG2-AS1 ITGA7 ITGB3BP ITPRIP JPX KBTBD3 KCTD5 KCTD8 KDELR1 KDM1A KIFBP KLF15 KLHL20 KMT2C KRAS KRR1 LAMP1 LAMP2 LAMTOR5 LAMTOR5-AS1 LARS2 LASP1 LDHA LGALS3BP LIG4 LINC00240 LINC00431 LINC00680 LINC00680-GUSBP4 LINC00963 LINC01010 LINC01023 LINC01033 LINC01411 LINC01547 LINC01556 LINC02029 LINC02093 LINC02288 LINC02366 LINC02453 LINC02739 LINC02768 LMBR1 LNCTSI LRP3 LRRC37A3 LRRC4 LRRC59 LSG1 LSM11 LTBP4 LUCAT1 LURAP1L-AS1 LYRM2 LZIC MAD1L1 MALSU1 MAML3 MAN2C1 MANEAL MAP4 MAP7-AS1 MARK4 MAST4 MBTPS2 MCC MCF2L MDC1 MDM2 MED23 MED4 MED9 MEF2C MESD METTL15 METTL18 METTL9 MICA MIR3190 MIR4500HG MIR4519 MIR4674 MIR762HG MIR99AHG MLEC MRPL1 MRPL12 MRPL21 MRPL27 MRPL3 MRPL44 MRPL58 MRPS10 MRPS14 MRPS30 MRPS30-DT MRPS31 MRPS31P4 MRPS31P5 MRPS33 MSANTD3 MSTO1 MTF2 MTMR3 MTOR MYCBP2-AS1 NALT1 NBPF12 NBPF19 NCAM1 NCBP2 NCBP2AS2 NCBP3 NCOA7 NDUFAF1 NDUFAF4P1 NDUFB7 NDUFC2 NDUFC2-KCTD14 NECAP2 NECTIN1 NECTIN1-DT NEDD1 NFE2L2 NFKBIL1 NIF3L1 NKAPD1 NKIRAS2 NME1 NME1-NME2 NMNAT1 NOP16 NOSIP NOTCH1 NOXA1 NR1H2 NR1H3 NSA2 NSD2 NSFL1C NUDT19 NUDT19-DT NUDT9 NUF2 NUP133 NUP133-DT NUP62 NUPR1 NUS1 NXF1 OGFOD2 OGT OLFM1 OLFM2 OSTM1 OTUD7B OXCT1 P4HTM PAK1 PAK1IP1 PARL PARP6 PCAT19 PCAT6 PCBP2 PCDHAC1 PDCD6 PDSS2 PDXDC1 PDXK PEMT PEX3 PFKFB3 PGK1 PHLDA3 PHYH PHYHIP PIGC PIGL PIH1D2 PIM1 PIPOX PKM PLEKHG2 PLEKHG4 PLEKHM1 POGK POGLUT3 POLDIP2 POLE POLR1F POLR1H POLR1HASP POLR2C POLR2J4 POLR3B POLR3E POM121L2 POR PPIL3 PPIL4 PPIP5K2 PPP2CB PPP4C PPP6R3 PRDX1 PRECSIT PRELID3A PRKAB2 PRKCE PRPF18 PRR14 PRRG2 PSMB7 PSMC2 PSMD3 PTCD1 PTGES3P3 PTK7 PTOV1 PTOV1-AS1 PTPRG PVALB PXK PXMP2 PYCR2 R3HCC1 RANBP1 RANBP9 RASGEF1B RBBP5 RBM15 RBM15-AS1 RBM17 RBM28 RBM45 RBPJ RCOR1 RERE RETSAT REXO4 RGS5 RGS7 RHBDF1 RHEX RHOT2 RINT1 RMND1 RN7SL346P RN7SL521P RNA5SP283 RNF220 RNU11 RNU6-1228P RNU6-433P RNU6-554P RNU6-821P RNU7-27P RNVU1-30 RNY1 RNY3 RO60 RPA3 RPL18 RPL27 RPL29 RPL32P27 RPL38 RPL41 RPP14 RPS17 RPS19 RPS20 RPS26 RPS27 RPS27P30 RPSAP31 RPTOR RRP15 RSAD1 RWDD3 RWDD3-DT S100A2 S100PBP SAMD11 SASS6 SCARNA2 SCRIB SCYL1 SDHAF3 SDK1 SEC13 SEC22B SELENOH SELPLG SEMA6A SEMA7A SEPTIN7P14 SERP1 SETD5 SF3A3 SGPL1 SH3GL1 SHF SHISA2 SLC13A4 SLC1A4 SLC1A5 SLC24A1 SLC26A11 SLC33A1 SLC35A4 SLC35E2A SLC36A1 SLC39A13 SLC39A3 SLC44A1 SLC5A3 SLC7A5P2 SLC9A1 SLX9 SMARCD2 SMG1P3 SMG5 SMG7 SMG7-AS1 SMG8 SMIM10 SMIM12 SMIM2-AS1 SMU1 SNHG11 SNHG12 SNORA13 SNORA16A SNORD114-24 SNORD54 SNRNP35 SNX18 SOAT1 SPAG5 SPART SPDYE1-AS1 SPECC1P1 SPHK2 SRXN1 SSBP1 ST7 STAT3 STEEP1 STK40 STOML1 STRC STUM STX18 STX18-AS1 STX6 SUB1 SUCLA2 SUDS3 SUZ12P1 SYNPO SYNPO2 SYTL2 TADA1 TAF1C TAF4 TAF5L TAFA2 TAP2 TARBP1 TARBP2 TARS2 TBC1D1 TBC1D13 TBCD TBL1X TBX18 TCEANC TCF12 TCTN3 TEDC1 TEFM TESK2 TFEB TGFBI THOC5 THSD4 TIMM29 TIPRL TJP3 TLCD3B TM4SF19 TM4SF19-DYNLT2B TMC7 TMED2 TMEM101 TMEM126B TMEM128 TMEM141 TMEM147 TMEM147-AS1 TMEM170A TMEM182 TMEM199 TMEM214 TMEM222 TMEM242 TMEM242-DT TMEM41A TMEM69 TMEM79 TNFAIP1 TNPO3 TOMM22 TOMM22-DT TOP3B TOR1A TOR1AIP1 TP53BP2 TPGS1 TPI1P2 TRAJ7 TRAM2 TRAM2-AS1 TRDMT1 TRMT13 TRMT2A TSC22D4 TSFM TTC23 TTC26 TTC33 TTC4 TUBA1A TUBB8P1 TVP23B UBA2 UBA52 UBE2H UBE2H-DT UBTF UCHL5 URB2 USP15 USP30 USP6NL UTP3 VARS2 VKORC1L1 VPS25 VPS4A VPS51 VPS72 VTRNA1-1 VTRNA1-3 VWA7 VWA8 VWA8-AS1 WARS1 WDR11 WDR11-DT WDR24 WDR25 WDR31 WDR59 WDR62 WDR83 WDR83OS WEE2-AS1 WFDC21P WIZ WTIP XPNPEP1 YARS1 YIPF2 YJU2 YWHAE ZBTB40 ZCCHC4 ZER1 ZMIZ1 ZNF131 ZNF165 ZNF205 ZNF212 ZNF213-AS1 ZNF268 ZNF280D ZNF350 ZNF391 ZNF398 ZNF408 ZNF425 ZNF45 ZNF461 ZNF609 ZNF629 ZNF704 ZNF767P ZNF783 ZNF787 ZSCAN16 ZSCAN16-AS1 ZSCAN9 ZNF664_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF664_TARGET_GENES A1BG AATF ABCA7 ABHD17A ABHD6 ABLIM2 ABRACL ACER3 ACOX2 ACSS2 ACTN4 ADA ADAM9 ADAMTS14 ADAP2 ADAR ADD3 ADGRA3P1 ADGRV1 AFG3L2 AGTRAP AJUBA AJUBA-DT AK8 AKR1B1P1 ALAD ALDH3A1 ALDH9A1 ALDOA AMFR ANK2 ANKIB1 ANKRD13C ANKRD18B ANKRD31 ANKRD34A ANO1 ANO8 ANP32E AP3B2 AP3S2 AQP8 ARHGAP1 ARHGAP15 ARHGAP18 ARHGAP22 ARHGAP23 ARHGAP24 ARHGAP26 ARHGAP40 ARHGEF10L ARHGEF12 ARHGEF19 ARHGEF2 ARHGEF7-AS2 ARL2 ARL2-SNX15 ARL2BP AS3MT ASB11 ATF2 ATP23 ATP2B4 ATP5F1A ATP5F1C ATP6V1G2 ATRX B2M B4GALNT1 BBS7-DT BCL10 BCL10-AS1 BCL7C BEGAIN BICDL2 BLM BLOC1S1 BMT2 BORCS6 BPNT2 BRF2 BRMS1L BRWD1 BRWD1-AS2 BSPRY C11orf58 C14orf132 C16orf92 C16orf95-DT C16orf96 C19orf25 C1orf131 C2-AS1 C21orf62-AS1 C2orf42 C3orf38 C9orf50 C9orf78 CACNG5 CACYBP CALCOCO2 CALCRL-AS1 CALM2 CAMK1 CAMK2G CAMSAP1 CAMSAP2 CAPN2 CAPZB CARD10 CARD8 CARD8-AS1 CASP8 CASP9 CATSPERD CBFB CCAR2 CCDC120 CCDC168 CCDC171 CCDC65 CCDC9 CCDC91 CCNG2 CCNI CCNL1 CCNQ CCSAP CCT6B CD151 CD160 CD276 CDA CDC42EP4 CDC42SE1 CDC5L CDCA2 CDHR17P CDK17 CDK5RAP1 CDKAL1 CEBPB-AS1 CEBPG CELF1 CEP350 CEP95 CERT1 CFAP52 CFAP61 CFAP97D1 CFP CGGBP1 CGNL1 CHD2 CHD7 CHD9 CHEK2 CHIC1 CHMP3 CHORDC1 CHRM4 CIBAR2 CLASP1 CLASP2 CLDN23 CLEC2L CLK3 CLN6 CLUL1 CNNM4 CNOT10 CNOT6L COG5 COL17A1 COMMD5 COPG1 COPS3 COPS5 CORO1C COX16 COX6B2 CPD CPNE9 CPVL CREBRF CREM CRISPLD2 CROCCP3 CRTC1 CRYM CSPP1 CTC-338M12.4 CTNNBIP1 CTSB CUL2 CUX1 CWC15 CWC25 CXADR CXorf38 CYB5R3 CYFIP2 CYSRT1 CYTH4 DAGLB DAPK3 DAPP1 DAZAP1 DBF4B DBR1 DCAF11 DCP2 DCTN1 DDHD2 DDX5 DEFB124 DENND2B-AS1 DENND4A DES DHRS13 DHTKD1 DHX16 DHX29 DHX9 DIRAS2 DLEU1 DMAP1 DNAH14 DNAJC7 DNHD1 DNMT3B DNPEP DOC2A DOCK9 DOHH DPP9 DPRXP1 DPY19L4 DR1 DSE DTNA DTX1 DUSP22 DXO DYNC2I1 DZIP1L ECE1 ECE1-AS1 EEF1A1 EEF2K EFCAB13-DT EFCAB14 EFCAB7 EGFLAM-AS1 EGLN1 EGLN2 EHHADH-AS1 EIF3F EIF3I EIF4G1 ELF3 ELFN1-AS1 EMC9 ENG ENPP3 ENSG00000181123 ENSG00000236366 ENSG00000238761 ENSG00000238966 ENSG00000255428 ENSG00000260592 ENSG00000265246 ENTPD4 EPB41 EPB41L2 EPHB6 EPS15 EPS8L1 ERAP2 ERCC1 ERICH1 EXOC3 EXOSC2 EXOSC3 EXOSC9 EYA2 FABP5 FABP5P3 FAM174B FAM181B FAM20A FAM20B FAM21EP FAM222A FANCD2 FBXO17 FBXO31 FBXW8 FDPS FES FGD6 FHL1 FMN2 FN1 FNDC4 FOXM1 FRA10AC1 FRG1 FRMD4B FRMD7 FRMPD2 FRRS1 FSBP FTO FUBP1 FUZ FZR1 GABARAP GABPB2 GABRD GADD45GIP1 GALNT9 GALNTL5 GANC GAPDHS GAS8 GBA1 GBAP1 GDAP1 GDF15 GIT2 GLB1L3 GLG1 GLIPR1L2 GLMN GLO1 GLT8D2 GMDS-DT GMNC GNAL GNAO1 GNAO1-DT GNPAT GOLGA3 GOLPH3L GON4L GPR132 GPR62 GPRC5B GPX8 GREB1 GREM2 GRIP2 GRM8 GRPEL1 GTF2E1 GTF2H4 GTF2H5 GTF2IP12 GTPBP3 GXYLT2 H2AZ2 H2AZ2-DT HACD3 HADH HAPLN2 HCFC2 HCG27 HDAC5 HECTD4 HERPUD1 HES4 HEXA HEXA-AS1 HIF1A HIRIP3 HMG20A HMGA2 HMGA2-AS1 HMGN2P15 HMGN3-AS1 HMGXB4 HNF4A HNRNPD HNRNPMP2 HNRNPR HOMER1 HOXC12 HPS4 HPS6 IFI35 IFI6 IFNAR2-IL10RB IFT74 IFTAP IGDCC3 IGFL4 IGSF23 IL16 IL17B IMPACT INAVA INSYN2B INTS14 IQCN ISG15 ISLR2 ISY1 ISY1-RAB43 ITGA7 ITGAL-AS1 ITGB3BP ITPR1 ITSN1 JAK2 JAKMIP1 KAAG1 KAT8 KCNK1 KCTD17 KCTD3 KCTD9 KDM1A KDM1B KDM5B KDM5C KIAA1522 KIF12 KIF9 KIFAP3 KLHDC8A KLHDC9 KLHL36 KLRK1 KMT2C KRT15 KRT18P12 LAG3 LAMP1 LAMTOR5 LAMTOR5-AS1 LASP1 LBX1-AS1 LCP2 LHFPL2 LIF-AS2 LIG1 LIM2-AS1 LIMCH1 LINC00173 LINC00431 LINC00595 LINC00682 LINC00845 LINC00910 LINC00921 LINC00938 LINC00940 LINC00963 LINC01116 LINC01132 LINC01270 LINC01298 LINC01392 LINC01411 LINC01503 LINC01641 LINC01944 LINC02028 LINC02044 LINC02229 LINC02435 LINC02453 LINC02522 LINC02687 LINC02794 LINC02860 LIPA LIPM LIX1L LMBR1L LMNA LMO1 LMO4 LNCATV LNCRNA-IUR LNMICC LOXL2 LOXL2-AS1 LRIG1 LRP10 LRRC51 LTBP3 LTBP4 LUZP1 LYPD1 LYPD3 LYPD5 LYPLAL1 LYPLAL1-DT LYRM9 MACF1 MAD2L1BP MAGED1 MAN1C1 MAN2A1 MAN2A2 MANEAL MANSC1 MAP1LC3B MAP1S MAP7D1 MAPK14 MAPK4 MAPK6 MAPKAP1 MAT2B MDGA1 MDM2 ME2 MECOM MECR MED21 MED23 MED25 MEF2A MEI1 MEX3A MFN2 MFSD14A MGC16275 MGST2 MICOS10-DT MIR1273C MIR4425 MIR4487 MIR4799 MIR5003 MIR5092 MIR554 MIR5696 MIR5700 MIR608 MIR6124 MIR615 MIR99AHG MLST8 MOV10 MPL MPRIP MRPL11 MRPL39 MRPS15 MRPS18CP6 MRPS21P6 MRPS31 MRTFB MTA3 MTF2 MTFMT MTFR1L MTG2 MTMR4 MTO1 MTUS2 MYB MYH14 NAGA NAPSA NCOA2 NDEL1 NDFIP2 NDUFA11 NDUFB2-AS1 NDUFS7 NEK2-DT NEK7 NEURL1B NFASC NFYC NIPA1 NLGN1 NLRC5 NMNAT1 NOL12 NOL6 NOP10 NOP16 NOP2 NOS3 NOSIP NOVA2 NR2F1-AS1 NR3C1 NRBP1 NRL NTF4 NUCB1-AS1 NUP37 NUP42 NUTM1 NUTM2A-AS1 NUTM2B-AS1 OCSTAMP ODAD4 OLFM1 OMG OPA1 OPA3 OR1X5P OSBPL3 OSTN PADI2 PAFAH1B1 PAFAH2 PALLD PAM16 PARP2 PAXBP1 PBX1 PCAT6 PCBD1 PCDH12 PDCD11 PDE11A PDE2A PDE4A PDGFC PDHB PDK2 PDLIM4 PDPN PDRG1 PDZRN3-AS1 PEAK1 PEX19 PFDN1 PFKFB4 PGAM1P5 PGF PHB1P18 PHC2 PHF21A PHF3 PHGDH PHOSPHO1 PHYH PI16 PI4K2A PIGBOS1 PIGQ PIK3R2 PLA2G1B PLA2G4C PLAC1 PLEKHA7 PLEKHB2P1 PLEKHM1 PLLP PLN PLXDC1 PLXNC1 PML PNPLA6 POLK POLQ POLR3GL POMGNT1 POMT2 POU2F2-AS1 PPL PPP1R12A PPP1R37 PPP2R2A PRELID3A PRICKLE2 PRKCI PRMT1 PRMT5 PRPF40A PRPF40B PRPSAP2 PRSS23-AS1 PSMD3 PTCH1 PTGES3L PTGES3L-AARSD1 PTGR2 PTX3 PYY QKI QSER1 R3HDML-AS1 RAB11A RAB27A RAB35-AS1 RAB3D RAB5A RABGAP1L-DT RABGGTA RACK1 RAD54B RAI14 RALA RALGPS2-AS1 RANP5 RAP1A RAP1GAP RAPGEF3 RAPH1 RASAL1 RAX2 RBBP5 RBBP6 RBM14 RBM14-RBM4 RBM39 RBMS1 RDH8 REEP3 RERE REV3L REXO5 RGS10 RGS16 RGS22 RHEBP1 RHEBP2 RHEX RHOF RILPL1 RLIM RN7SL16P RN7SL209P RN7SL241P RN7SL417P RN7SL443P RN7SL734P RN7SL736P RND1 RNF114 RNF149 RNF150 RNF24 RNU2-17P RNU2-33P RNU4-60P RNU6-166P RNU6-22P RNU6-821P RNU7-29P RPL18 RPL23AP53 RPL32P18 RPL32P27 RPL36 RPL37 RPP25L RPS14 RPS26 RPS6KC1 RPSAP10 RPSAP9 RPUSD2 RRAS2 RRN3P1 RUNDC1 SAMD8 SBF2 SCAPER SCFD2 SCN4B SCUBE1 SDC4 SEC22B SEC22C SELENOV SEMA4B SEPHS2 SEPTIN7P14 SERAC1 SERTAD3 SERTAD3-AS1 SEZ6L2 SF3A3 SGSM1 SH2B1 SH2B3 SHC4 SHLD2P1 SIN3A SINHCAF SIPA1L3 SLC12A8 SLC15A3 SLC20A1 SLC24A1 SLC25A17 SLC25A53 SLC29A2 SLC38A1 SLC39A13 SLC4A1AP SLC4A9 SLC5A5 SLC9A6 SLFN12 SMAD9 SMAGP SMAP2 SMCHD1 SMG1P7 SMG7 SMG7-AS1 SMG8 SNHG16 SNHG30 SNHG32 SNORD13 SNORD48 SNORD96A SNX27 SORBS1 SOS1 SPACA4 SPAG17 SPAG5 SPATS2 SPATS2L SPCS2P4 SPEG SPHK2 SPINK2 SPRYD3 SRBD1 SRC SRFBP1 SRP54-AS1 SRSF10 SRSF12 SSBP1 SSBP2 SSX2IP ST7 ST7-OT4 STAT2 STAT6 STK10 STK19 STK4 STK4-DT STON2 STRA6 STRN3 STX12 STX4 STX8 SUB1 SULT2B1 SUPT4H1 SUPT7L SVBP SVIP SYNDIG1L SYNGR1 SYNGR3 SYVN1 TAF15 TAF1A-AS1 TAF6L TARS2 TATDN2 TBC1D4 TEFM TENT5B TERF1 TEX43 TFDP2 TGFB1 THORLNC THUMPD3-AS1 THYN1 TIA1 TIAM2 TICRR TIMM17A TIMP1 TJP3 TLCD5 TLE2 TM7SF3 TM9SF4 TMC8 TMCO4 TMED2 TMED2-DT TMEM128 TMEM167A TMEM202-AS1 TMEM234 TMEM245 TMEM248 TMEM253 TMEM260 TMEM44-AS2 TMEM87A TMEM98 TMPRSS6 TNFRSF12A TNKS1BP1 TNNI1 TNRC18 TOR1A TOR1AIP2 TOR2A TPCN1 TPM4 TPMT TRAF3IP2-AS1 TRAF4 TRAV41 TRIB3 TRIM15 TRIM44 TRIM45 TRIM59 TRIM62 TRIM9 TRUB2 TSHZ2 TSNAX TSNAX-DISC1 TSPAN31 TSPAN33 TSR2 TTC1 TTC3 TTI2 TTLL13 TTYH1 TTYH2 TUBA1C TXNRD2 UACA UCK2 UFC1 UPF1 URI1 USP3 USP30 USP34 USP6NL UTP23 VARS2 VEGFA VEPH1 VLDLR-AS1 VMAC VPS33A VPS39 VPS41 VRK1 VTA1 WASF4P WASHC2A WDHD1 WDR11 WDR11-DT WDR24 WEE2-AS1 WFIKKN2 WNT8A WSCD1 WWC1 WWP2 XKR8 XPR1 YAE1 ZBTB20-AS1 ZBTB38 ZBTB43 ZC3H13 ZC3H18 ZDHHC7 ZFYVE27 ZMAT2 ZMPSTE24 ZMPSTE24-DT ZNF263 ZNF277-AS1 ZNF296 ZNF302 ZNF395 ZNF408 ZNF438 ZNF473 ZNF503-AS1 ZNF565 ZNF579 ZNF596 ZNF609 ZNF827 ZNF865 ZSCAN23 ZYG11A ZNF667_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF667_TARGET_GENES ADAP2 AP3B2 AP3S2 AURKAIP1 BMS1 BPGM BRF2 BRIX1 C10orf88 C11orf52 C17orf75 C19orf12 CACYBP CCAR2 CCDC24 CCNC CDC42SE1 CDK5RAP1 CNBD2 COX16 DHX33 DHX33-DT DMAP1 DMKN DNASE1L1 DRAIC DRG2 DSCC1 DSTYK EFCAB7 EME2 ENDOG ENPP3 ENSG00000230021 ENSG00000232995 EWSAT1 EYA3 FAM98B FRA10AC1 GABPB2 GFM2 GIN1 GOLGA3 GPBP1L1 GPHA2 GTF2H4 IBTK INTS14 INTS5 IPO4 ITGB3BP JPX KCTD10 LIN37 LINC02896 LRRC49 LSG1 MAN2C1 MAP2K1 MBTPS2 MED23 METTL15 MIR525 MKS1 MRPL44 MRPS31P4 MRPS34 MTCO3P12 MTND5P11 MTOR MTR MYH14 NBPF1 NDUFAF1 NDUFS7 NME1 NME1-NME2 NOP16 NSA2 NUDT19 NUDT19-DT NUF2 PCYT1A PHIP PHYH POLR3B PPIP5K2 PPM1K PRC1 PSMB6 PSMD3 PSTK RAD1 RBBP5 RGS5 RNVU1-27 RPL37 RPL4 RRM2B SCAND1 SERP1 SF3A3 SLC24A1 SMARCD2 SMG5 SMG7 SMG7-AS1 SMG8 SNORA71B STUM SYNRG TAFAZZIN TAOK1 TARS2 TBC1D19 TEFM THAP10 TIPIN TMA16 TMEM130 TMEM242 TMEM242-DT TMEM69 TMEM79 TP53BP2 TTC26 TUT1 UBE3B UBR5-DT UTP3 VARS2 VTI1A VTRNA1-2 WARS1 WDR11 WDR11-DT WDR24 WDR36 ZDHHC6 ZNF131 ZNF205 ZNF213-AS1 ZNF227 ZNF302 ZNF461 ZNF579 ZNF609 ZWILCH ZNF669_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF669_TARGET_GENES ABCA15P ADAP2 ADRA1A ANO8 APBA3 ARNT ATP6AP2 AURKAIP1 BAG1 BAZ2A BMS1 BRCA1 C21orf62-AS1 C22orf46P C2orf76 CABIN1 CDIN1 CFAP52 CHMP5 CMC2 COMMD4 COX7A2 DBI DCAF13 DCAF4 DMAP1 DMRTC2 DUSP6 DYM-AS1 EDEM2 EHMT1 ENPP3 ENSG00000230021 EPHX2 FAM91A1 FBXO27 FEM1C GBA1 GNAL GRB2 GTPBP3 GUSBP2 H2AC6 HCP5 HLA-DQB1 HMBOX1 IFTAP INO80C INTS14 INTS9 ISLR2 ITFG2-AS1 JPX KCNK1 LINC00240 LINC01132 LINC02846 LRRC51 LYPD4 LYSMD1 MAP2K5 MED23 MIA3 MRPL54 MT-RNR1 MT-TF MTCO3P12 MTF2 MTND5P11 MTR NBR2 NCOR2 NDUFAF1 NDUFB7 NDUFV3 NME1 NME1-NME2 NUMA1 ODAD4 PAXBP1 PCLAF PCYT1A PEAR1 PIGB PIGBOS1 RAB27A RABGAP1L RERE RN7SL824P RNU4-71P RNU6ATAC RPL27 RPL37 RUVBL1 S100A13 S100PBP SAMD4B SCNM1 SEMA6A SLC24A1 SLC25A32 SLC39A11 SMG8 SNU13 SORD2P STAT3 STX8 TARS2 TEFM THAP2 TMEM179B TMEM242 TMEM242-DT TRAK1 TRIP4 TTC14 TTC14-DT WDR36 XPC YARS1 YBX1P2 ZBTB40 ZBTB45 ZDHHC1P1 ZFC3H1 ZNF226 ZNF324B ZNF461 ZNF566 ZNF689 ZNF780B ZNF823 ZNF677_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF677_TARGET_GENES ABHD12 ADGRG4 ADGRL1 ADRB1 AFDN AFDN-DT AGPAT2 ALG12 ANKRD52 AP2A2 ARID1B ATP7B BARX1 BARX1-DT BAZ2A BPGM BRD7P4 C11orf68 C2orf92 C9orf64 CC2D2A CCSER2 CCT3 CEBPA CEBPA-DT CENPU CEP350 CEP55 CFAP61 CFTRP1 CICP17 CLNS1A COMMD9 CRELD2 CSNK1G2 CSNK1G2-AS1 CYMP DAP DAP-DT DCAF4 DDHD1 DIXDC1 DPY19L2P2 DRAP1 DYNC1LI2 DYNC1LI2-DT EFCAB5 EFCAB7 EMG1 FABP5P3 FAM111A-DT FANCL FBXO9 FIGNL1 FTH1P23 GARS1 GARS1-DT GGA2 GOLGA5 HMGN2 HMHB1 HSD17B12 IBA57 IBA57-DT IBTK IGF2BP2-AS1 IGFL2 IL17RD INO80E INTS10 ITPRIPL2 KCNG2 KCTD15 KMT2C LINC00997 LINC01089 LINC01896 LINC02432 LRBA LRIG3 LRIG3-DT MATN2 MCRIP2 MED12L METTL21A MGRN1 MINAR2 MIRLET7BHG MLLT6 MMEL1 MTRR MYO18B-AS1 N4BP3 NAIF1 NAPEPLD NOTUM NSFL1C NT5DC3 NUDT3 OPN5 PAICS PEF1 PEF1-AS1 PER3 PHB2 PIAS4 PIK3R4 PIM3 PLK1 POLR1A PPAT PPP1R15A PPP4R1L PRR34-AS1 PXK RAB11FIP5 RAB22A RBM17 RBM6 RESF1 RFWD3 RGS12 RHOF RNA5SP18 RNU6-1226P RNU6-194P RNU6-626P RNU6-800P RPL19P2 RUFY1 SAC3D1 SALL3 SCN9A SEM1 SETD7 SH2D4A SHC3 SHCBP1 SLC25A25 SLC25A45 SLC39A14 SMARCD2 SP3 SPATS2 STARD10 SUZ12P1 TACC2 TAOK3 TARS1 TARS1-DT TBC1D12 TBC1D16 TBCK TBXA2R TESC TESC-AS1 TM2D1 TMEM41A TMEM44 TMPO TMPOP2 TNFRSF17 TRAV8-5 TRIM67 TRIM7 UQCC1 USP8 VPS4A VPS9D1 WIPF2 WTIP ZKSCAN2 ZKSCAN2-DT ZMYND11 ZNF276 ZNF337-AS1 ZNF343 ZNF362 ZNF394 ZNF514 ZP2 ZNF680_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF680_TARGET_GENES A1BG A1BG-AS1 AARS2 ABCA17P ABCA3 ABCA8 ABCA9 ABCB10 ABCC8 ABLIM1 ABR ABTB3 ACE ACOT9 ACSF3 ADA ADAP2 ADAR ADAT2 ADPRHL1 AGMAT AHI1 AHI1-DT AK3P2 AK6 ALDH7A1 ALDOA ALG10 ALG10B ALG6 ANAPC5 ANGPTL6 ANKFY1 ANKRD26P4 ANKRD36 ANKRD40 ANKUB1 ANTKMT AP1S3 AP3S2 AP4S1 APOA1-AS APONP APPBP2 APPBP2-DT AQR ARAP3 ARF1 ARHGAP30 ARHGAP32 ARID5B ARL14EP ARL6IP5 ARRDC3 ASAH1 ASAH1-AS1 ATP11C ATP2B4 ATP5MC3 ATP5PBP7 ATP6V0A1 AURKAIP1 AURKB AVIL B4GALT6 B4GAT1 B4GAT1-DT BACH1 BAD BAZ1A-AS1 BBLN BBS1 BBS9 BCDIN3D-AS1 BCL11B BCL6B BCL9 BCLAF3 BDNF BEND6 BEST3 BEX3 BIRC7 BLVRB BMF BNIP3L BOLA1 BRAT1 BRD2 BSDC1 BTG3-AS1 C17orf75 C18orf25 C1orf159 C21orf62-AS1 C5orf34 CACNA2D1 CACNA2D3 CAMK2D CAPZA1 CARMIL1 CASTOR3P CBLN3 CBR3-AS1 CBX1 CC2D2B CCDC149 CCDC163 CCDC183-AS1 CCDC65 CCDC74A CCDC77 CCT5P1 CCT8 CD160 CD247 CDC42SE1 CDK5RAP1 CDRT8 CELSR1 CELSR3 CENPJ CENPK CENPL CENPQ CENPX CEP170 CEPT1 CERCAM CERS6 CHD3 CHMP1B2P CISTR CLIP1 CLTC COA6 COA6-AS1 COL1A2 COL4A5 COX16 COX6A1P6 CPM CREB5 CROCCP2 CROCCP3 CS CSDE1 CTNNA1 CTNNA1P1 CTNNA3 CTTNBP2NL CUL3 CWC25 CWC27 CWF19L1 CYP1B1-AS1 CYP2A6 DAGLB DAP-DT DBF4B DCAF8 DCLRE1C DCTN6 DCTN6-DT DDIT4 DDX50 DDX54 DEFB109F DEK DENND2C DHX16 DMAP1 DNA2 DNAAF1 DNAJB11 DNAJB6 DNPEP DOHH DONSON DPY19L4 DRAM2 DST DSTYK DUSP7 DYNLT5 ECI1 EFCAB14 EFCAB7 EGFLAM EIF4A3 ELAVL2 EMSY ENKD1 ENPP3 ENSG00000221083 ENSG00000230021 ENSG00000232995 ENSG00000253844 ENSG00000254111 ENSG00000257002 ENSG00000259737 ENSG00000260063 ENSG00000260288 ENSG00000267665 ENSG00000277301 ENTPD1-AS1 EPB41L2 EPHX4 EPS15-AS1 ERC2 ERMP1 ERV3-1 ERVMER34-1 EWSAT1 EXD3 EXOSC2 EXOSC3 FAAHP1 FABP5P3 FAM114A2 FAM151B FAM151B-DT FAM230G FAM3C FAM66B FBXO28 FBXO46 FBXW7 FCHO2 FES FHIP1A FHIP1A-DT FIRRE FKBP10 FNDC3A FNIP2 FOXA1 FRA10AC1 FRMD4A FRMD7 FRS3 FSTL1 FTCD FTH1P12 FUNDC1 FYN GABPB2 GAPDHP67 GATB GBA1 GDF5 GFM2 GFOD1 GFOD1-AS1 GHR GIT2 GLDC GLI1 GLI3 GLIS3 GLUD1P2 GNAL GNG4 GOLM2 GPATCH3 GPC5-AS1 GPR137 GPR19 GPRC5A GPX1P1 GPX3 GRAMD2B GRB2 GRM3-AS1 GSTA11P GSTCD GTF2F1 GTPBP2 GTSE1 GTSE1-DT GULP1 GUSBP18 H2BC1 H2BC12 H2BC13 H2BC21 H2BC26 H2BC4 H4C16 HAPLN2 HARS1 HARS2 HBP1 HEBP2 HELZ HERC4 HEXIM2 HEXIM2-AS1 HHAT HINT3 HK2P1 HLA-DOA HMBOX1 HMGN1P37 HMGN1P4 HMGN4 HNRNPH1 HNRNPL HNRNPMP2 HOXC13-AS HPRT1 HSD17B11 HSDL1 HSPA8P16 HUWE1 IER2 IFT46 IFTAP IGHV3-6 IL1RAP IL23A INKA2 INTS12 INTS14 INTS9 IPO4 IPP IQCH-AS1 IRS4 IRS4-AS1 ISL2 ITGB3BP ITGB4 ITM2BP1 JAKMIP2-AS1 JMJD4 JMJD7 JPX KAT8 KATNB1 KCNK1 KCNS3 KDM3B KDM4A KDM5A KHNYN KHSRP KIF2A KIFC3 KLF15 KLHL20 KLHL3 KLHL7 KLHL7-DT KMT2D KMT5C KRT18P12 KRT19P2 KRT36 KRT42P LAMA4 LAMA4-AS1 LAMTOR4 LARP4 LAS1L LEKR1 LENG8 LENG8-AS1 LETM2 LFNG LGALS1 LIMA1 LINC00265 LINC00662 LINC00668 LINC00863 LINC00895 LINC00939 LINC01033 LINC01036 LINC01345 LINC01422 LINC01562 LINC01596 LINC01775 LINC02043 LINC02366 LINC02488 LINC02541 LINC02567 LINC02585 LINC02696 LINC02846 LINC02901 LINC02987 LIPA LIPG LRFN3 LRP10 LRRC27 LRRC37A6P LRRC45 LRRC49 LSG1 LTBP4 LTN1 LY6K LYPLA2 LYSMD4 MADD MALSU1 MAN2A1 MAN2A1-DT MAN2C1 MANCR MAP6D1 MAPT MC1R MCF2 MCF2L2P1 MED21 MED23 MED6 MEGF10 MFAP3 MFSD6 MGAT4A MINDY3 MIR1302-3 MIR1915 MIR3143 MIR4505 MIR4519 MIR557 MIR5695 MIR5696 MIR570 MIR7-3HG MIR762HG MLX MMACHC MMUT MORF4L2 MORF4L2-AS1 MPHOSPH8 MPLKIP MPP7 MRPL39 MRPS30 MRPS30-DT MRPS31P5 MSANTD4 MST1P2 MT-ND4 MT-ND4L MT-ND5 MT-TA MT-TC MT-TH MT-TL2 MT-TN MT-TR MT-TS2 MT-TY MTA3 MTCO3P12 MTERF1 MTF2 MTFMT MTND5P11 MTO1 MTPN MTR MUC1 MUC20-OT1 MVK MXI1 MYCBP2 MYL6 MYL6B-AS1 MYLK3 MYO15A MYO1C MYOM2 MYPN NAGPA NAT1 NBN NCKAP1L NCKAP5L NDUFAF1 NDUFB8P1 NDUFS6P1 NEMF NEU1 NFATC4 NHSL2 NKAPP1 NLGN1 NME1 NME1-NME2 NME9 NOL6 NOLC1 NOXA1 NR2E3 NSA2 NSRP1 NUB1 NUDT6 NUF2 NUP107 NUP107-DT NUTM2A-AS1 OAT OCEL1 OCIAD1 OGG1 OR13Z2P OR13Z3P OR1X5P OR2U1P OR5D2P ORMDL1 OTUD6A P3H4 P4HTM PABIR3 PAFAH2 PAN2 PAXBP1 PCDHGA8 PCGF3 PCLAF PCYT2 PDXK PDZD8 PEX3 PFDN1 PFKM PFN2 PGK1 PHACTR3 PHF12 PHF23 PIGM PIK3R4 PIPOX PITPNM3 PKD1L2 PKMYT1AR PLA2G4A PLAAT5 PLCB4 PLCE1 PLCXD1 PLD1 PLEKHA2 PLEKHG2 PLEKHH2 PLEKHM3 PLOD3 PLXDC1 PMS1 PNP PNRC1 PNRC1-DT POLR1HASP POP4 POU2F2 PPM1J PPM1K PPP1R11 PPP1R14C PPP1R3D PRKG1 PSMA2 PSMD3 PSME1 PSORS1C1 PTMS PWWP3A QSER1 RAB21 RABGAP1L RABGEF1P2 RACGAP1 RAD17 RAD51 RAD54L RAI14 RALGDS RAPGEF2 RASSF4 RAVER2 RBAKDN RBBP7 RBM14 RBM14-RBM4 RCAN1 REPS1 RERE REXO4 RFTN1 RGMB RGS5 RHOBTB2 RHOBTB3 RMDN3 RN7SKP6 RN7SL567P RNA5SP273 RND1 RND2 RNF122 RNF149 RNF207 RNU4-15P RNU4-2 RNU4ATAC11P RNU6-1077P RNU6-1309P RNU6-307P RNU6-380P RNU6-387P RNU6-432P RNU6-619P RNU6-788P RNU6-847P RNU7-143P RO60 RPL26L1 RPL26L1-AS1 RPL27 RPL30P15 RPL30P6 RPL32P27 RPL36 RPL37 RPS20P21 RPS25P9 RPS4XP20 RPS8P5 RRAS2 RRN3P1 RUNDC3B RUNX1 SAMD4B SAMD9 SBF2 SCAF11 SCAMP2 SCAMP3 SCFD1 SCGN SCMH1 SCN3B SDC4 SDCCAG8 SDHAP4 SEC24A SEMA5B SERINC1 SESN1 SF1 SFRP2 SFXN1 SGK1 SH2D6 SIKE1 SIPA1 SIPA1L3 SKAP2 SLC16A12 SLC22A11 SLC24A1 SLC25A12 SLC25A37 SLC27A6 SLC35A3 SLC9A1 SLCO2A1 SLFN12 SLMAP SMAD4 SMARCD2 SMG7 SMG7-AS1 SMG8 SMG9 SNAP47 SNF8 SNHG25 SNHG30 SNORA50C SNORA71 SNORD104 SNORD12C SNORD14E SNORD65C SNRNP200 SNRNP27 SNU13 SNUPN SNX14 SOCS3-DT SOD1 SOD1-DT SORT1 SPATA1 SPATA17-AS1 SPATA5 SPATS2 SPEG SPEN SPIDR SPOPL SPSB1 SPTBN4 SQSTM1 SREK1IP1 SSBP1 SSTR5 SSTR5-AS1 SSX2IP ST7L ST8SIA2 STARD10 STAT1 STAT3 STK3 STX18 STX18-AS1 SUGCT SYCE2 SYDE2 SYT4 TACO1 TAF1 TAF12-DT TAF9 TASOR2 TASP1 TBC1D14 TBC1D22A TBC1D22A-DT TBC1D9B TBCCD1 TBX18 TCEAL1 TDGF1P5 TDP1 TEFM TELO2 TENT5D TFE3 THAP10 THAP4 THG1L THOC5 THUMPD3-AS1 TIAL1 TIAM1 TICRR TIPARP TIPIN TLCD1 TLX1 TM2D1 TMBIM6 TMED2 TMEM101 TMEM109 TMEM167B TMEM177 TMEM181 TMEM184C TMEM242 TMEM242-DT TMEM38B TMEM41A TMEM63C TNFRSF10B TNFSF11 TNN TNR TNRC6A TNS2 TOP3B TOR1AIP1 TP53 TP53BP1 TPD52 TPMT TPT1P10 TRAF3IP3 TRAPPC3 TRIM11 TRIM15 TRIM25 TRIM38 TRIM44 TRIP4 TSLP TSPEAR-AS1 TTC1 TTC3 TTC4 TUBA1B TUBA1B-AS1 TUBGCP3 TULP3 TXNIP UACA UBE2B UCHL5 UCP2 UGP2 UNC80 UPF2 USP30 USP47 UTP14C UTP3 UXT VAV3 VBP1 VDAC3 VKORC1 VMP1 VPS51 WDR11 WDR11-DT WDR19 WDR36 WDR87 WEE2-AS1 WNT8A XCR1 YAP1 YIPF4 YWHAZ ZC3HC1 ZFAS1 ZFHX2 ZMYM4 ZMYND8 ZNF117 ZNF131 ZNF181 ZNF212 ZNF221 ZNF227 ZNF239 ZNF263 ZNF274 ZNF282 ZNF318 ZNF337-AS1 ZNF354B ZNF428 ZNF442 ZNF445 ZNF461 ZNF530 ZNF567 ZNF569 ZNF570 ZNF573 ZNF582 ZNF582-DT ZNF609 ZNF638 ZNF684 ZNF704 ZNF736 ZNF772 ZNF780B ZNF793 ZNF829 ZNF875 ZNF879 ZNFX1 ZNHIT1 ZSCAN16-AS1 ZSCAN5A ZSCAN5A-AS1 ZNF697_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF697_TARGET_GENES ACACA ACER3 ACKR2 ADA AGAP5 AGMAT AKAP9 ALDOA ANGEL1 ANGPTL6 ANKRD33BP7 AP1S3 ARMH3 ARPC1A ASS1P5 ATP9B AURKB BORCS6 C12orf29P2 C1orf87 C2CD5-AS1 C6orf141 CARS1 CASD1 CCDC40 CCDC65 CD160 CDC37 CDK4 CEACAM21 CELF2-AS2 CENPV CFAP299 CLDN23 CMKLR2-AS CNDP2 COL25A1 COPS3 COPS5P1 COQ10A CROCCP3 CTNNA2 CWC25 CXXC1 CYP1B1-AS1 DAGLB DAZAP2 DDX46 DHTKD1 DNAI4 DUS2 EIF3F ENSG00000187951 ENSG00000200235 ENSG00000202059 ENSG00000265246 ESPN EXOSC2 FABP5P3 FAM177A1P1 FCHO2 FES FMN2 FOXP1-AS1 FRMD7 GABARAPL3 GALNTL5 GAS8 GC GDI2 GDPD5 GIT2 GLG1 GLRX5P2 GTF2I GXYLT2 H3P10 H3P44 HAPLN2 HEBP2 HNRNPMP2 HSFY1P1 IFT57P1 IGSF21 IL16 ILDR1 ITGAL-AS1 ITIH3 JAZF1-AS1 JHY KAT8 KRT18P45 LIM2-AS1 LINC00581 LINC00929 LINC01235 LINC01485 LINC01641 LINC02390 LINC02576 LINC02634 LIPA LPGAT1 LTK LUZP1 LYN LYPLA2P1 MAP4K5 MAPK6P4 MB MCTS1 MED21 MIR3162 MIR3529 MIR3611 MIR3908 MIR4510 MIR764 MIX23 MLST8 MORF4L1P5 MTFMT MTND1P14 MTND3P4 MTO1 NAPSA NFYC NLE1 NOL6 NPAT NUCB1-AS1 OR1X1P OR1X5P OR5AQ1P OR7A17 PFAS PLA2G15 PLA2G4C PMM1 PPATP1 PPIP5K2 PPP1R42 PRAMEF29P PRPF38AP1 PTK2B PTPN2 PVT1 QSER1 RB1CC1 RFC1 RN7SKP270 RN7SL344P RN7SL93P RNA5SP474 RND1 RNU1-141P RNU4-62P RNU6-1003P RNU6-1340P RNU6-166P RNU6-386P RNU6-612P RNU6-847P RNU6-916P RNU6ATAC36P RORA RPL21P20 RPL32P27 RPL36 RPL36P2 RPL39P18 RPL3P1 RPS27P6 RRN3P1 SCN3B SDAD1P3 SDC4 SDHAF1 SH2B3 SHOC1 SLC22A11 SLC25A16 SLC6A1 SLFN12 SMCR2 SNAP25 SNHG30 SNORD81 SOX9-AS1 SPATS2L SPEG SRSF8CP SSX7 ST7L STX4 SYCE2 TCEAL8P1 TEX43 TGFB1 TMEM98 TMX1P2 TNFRSF10B TNFRSF12A TNRC18 TOP3B TPM4P1 TPRXL TRAV15 TRIM15 TRIM55 TRPM6 TRPV1 TTC1 TTLL13 TULP2 UMOD UTP4 VOPP1 VPS39 WNT8A YAP1P1 YEATS2 ZEB2P1 ZNF675 ZNF863P ZNF704_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF704_TARGET_GENES ABHD17A ABTB2 ADCK1 ANKRD40 ARMC8 ATP6V0B ATP6V0D1 ATP6V0D1-DT BCL7B CCND3 CEP57L1 CLCN7 COMMD4 CPSF2 CRY1 DPH3 DUSP3 EIF4E2 EXOC2 FAM118B FKBP1A G6PC3 GART GSTCD HES1 HSPBAP1 IFRD2 INTS12 KAT6A KIF9 KLHL18 KMT5B KPNA2 LARP4 LIG4 LTV1 LZIC MAPKAP1 MIA3 MIR22HG MRPL46 MRPS11 MTHFD1L NDOR1 NDUFB1 NFE2L1 NFE2L1-DT NMNAT1 OXNAD1 PEPD PIK3IP1 PPIC RPUSD4 SESN1 SLC49A4 SNHG32 SNORD48 SNX19 TAF3 TAF5L TIGAR TIGD1 TMEM203 TSEN15 TTC1 URB2 VARS1 VPS33A VPS50 VTI1B WDR81 ZNF707_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF707_TARGET_GENES ASAH1 ASAH1-AS1 ASGR2 BRD1 BRWD1 BRWD1-AS2 CCT6P1 COMMD10 CYP1B1-AS1 EFCAB8 FAM83B GDF15 HSPA4 ID4 IGHV5-51 IGHV5-78 ITGA3 KIF1B KRTAP10-8 LINC00431 LINC02757 LINC02995 LMNA LZTR1 MALSU1 MED13 MFN1 MIR218-2 MIR4286 NXPH4 OGDH PDE2A PDE2A-AS2 PIAS1 PICART1 PRMT5-AS1 RBM23 RMND5B RNU6-236P RNU6-924P RPL7AP7 RUNDC3A SLC8B1 STARD3 STAT6 STK33 TMEM91 TRABD2A ZFPM2 ZNF345 ZNF48 ZNF503-AS1 ZNF790 ZNF708_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF708_TARGET_GENES AK6 ASAP1 BTF3L4 BTN3A3 C6orf118 CAPS2 CARD10 CCDC17 CCNG2 CDC14A CDK5RAP1 CERS5 CPT1B CTNNB1 CYB5R2 DAZAP1 DCLRE1B DDX24 DDX55 DGKA DNAJC1 ENSG00000201502 ENSG00000230021 ENSG00000258471 FAM151B FAM151B-DT FAM83E FOSB GALK2 GLIPR1L2 GRAMD1A GULP1 HCCAT5 HSD17B4 IFI27L1 INPP4B IRF5 JPX KCNK1 LEKR1 LINC00662 LINC01596 LINC02987 MID2 MIR4512 MIR466 MIR4716 MTCO3P12 MTND5P11 NAT10 NDST4 NRDE2 PCNX1 PDE7A PLA2G6 PLCH1 PLEKHG4 PNRC1 PNRC1-DT PPP1R12A PRPF40B PRR15L PSMC4 PTDSS1 PYM1 RAD17 RN7SL521P RNA5SP29 RNF103 RNF103-CHMP3 RPL31P43 RPL9P15 RPP40 SIN3A SLC39A2 SLC9B1 SNAPC5 SND1 SNORA9B SNX25 SRP9 TAF9 TATDN2 TOP3B TP53RK TPTEP2 TRIM3 TTC30B TXNDC12 UIMC1 USH2A WDR87BP ZNF26 ZNF346 ZNF398 ZNF425 ZNF446 ZNF569 ZNF570 ZNF711_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF711_TARGET_GENES AAK1 ABCA11P ABCB8 ABCC11 ABHD13 ABR ABTB1 ACAD11 ACBD6 ACO2 ACOT13 ACP1 ACP2 ACSF3 ACSL3 ACTG1 ACVR2A ACYP2 ADAM17 ADAP2 ADAT2 ADO AFF4 AGFG1 AGK AGPAT3 AHSA2P AKAP1 AKAP7 AKAP9 AKT1S1 ALDH1A3-AS1 ALDH9A1 ALG10B ALG3 ALG9 ALKBH3 AMFR AMOTL2 ANAPC5 ANKAR ANKFY1 ANKMY1 ANKRA2 ANKRD11 ANKRD13D ANKRD23 ANKRD39 ANKRD40 ANKRD46 ANLN ANXA4 AP1S1 AP3S2 AQR ARF3 ARFGEF2 ARFRP1 ARHGAP1 ARHGAP19 ARHGAP19-SLIT1 ARHGAP21 ARHGDIA ARHGEF11 ARHGEF12 ARHGEF7 ARID1B ARID4B ARID5B ARIH1 ARIH2 ARL2BP ARMC10 ARMH3 ARPP19 ASNSD1 ASXL1 ATG14 ATG2A ATIC ATL1 ATP11B-DT ATP13A4 ATP1A1-AS1 ATP2C1 ATP5F1B ATP5MC2 ATP5ME ATP5PF ATP6V1E2 ATP6V1G1 ATP9A ATP9B ATPAF1 ATRAID ATXN7 AURKAIP1 AVL9 AXIN2 AZIN1 B3GALT9 B4GALT5 B4GALT7 BAALC-AS1 BAD BAG5 BANF1 BANP BAZ1A-AS1 BAZ2B BBIP1 BBS1 BCAP29 BCAR3 BCKDK BCL2L1 BCL2L2 BCL2L2-PABPN1 BCL9 BIVM BLOC1S1 BMS1 BMS1P4 BMS1P4-AGAP5 BOD1 BOD1L1 BORCS8 BORCS8-MEF2B BPNT2 BPTF BRCA2 BRD2 BRD4 BRD9 BRF1 BRF2 BRWD1 BRWD1-AS2 BTBD10 BTF3-DT BTNL12P BUD23 BZW1 BZW1-AS1 C10orf143 C10orf88 C11orf58 C12orf76 C17orf67 C17orf75 C18orf21 C19orf12 C1QBP C1orf122 C1orf43 C1orf53 C2orf42 C3orf38 C8orf33 C9orf163 CA13 CACYBP CAMKMT CAND1 CANX CAPG CARS2 CASD1 CAT CBLL1 CBLL1-AS1 CBLN3 CBX1 CCAR2 CCDC112 CCDC115 CCDC117 CCDC149 CCDC187 CCDC40 CCDC47 CCDC57 CCDC59 CCDC88B CCDC97 CCNJ CCNL1 CCNT2-AS1 CCT2 CCT6A CCZ1P1 CD276 CDC16 CDC25A CDC26 CDC27 CDC40 CDC5L CDC73 CDCA3 CDCA7 CDH22 CDIP1 CDK12 CDK13 CDK2AP1 CDK4 CDK5 CDK5RAP1 CDKN2AIP CEBPG CELF1 CENPP CEP162 CEP290 CERS2 CERT1 CFAP210 CFAP410 CFAP70 CFL1P1 CGGBP1 CHASERR CHCHD2 CHCHD3 CHD1-DT CHD8 CHFR CHPF CHRAC1 CIAPIN1 CIBAR1 CIBAR1-DT CIZ1 CLK3 CLPX CLTA CLTCL1 CLUAP1 CNBD2 CNBP CNIH3 CNOT4 CNOT7 CNPY4 CNTD1 COA3 COA5 COA6 COA6-AS1 COA8 COG1 COG4 COG5 COL6A4P1 COMMD10 COMMD2 COP1 COP1-DT COPB1 COPB2 COPB2-DT COPS2 COPS4 COPS7B COPZ1 COQ4 COQ5 COQ8A COQ9 COX11 COX16 COX17 CPEB3 CPNE1 CPSF1 CPSF7 CREBZF CROCCP2 CROT CRPPA CRTAP CRTC2 CRTC3 CSE1L-DT CSTF2T CSTPP1 CTBP1 CTBP1-DT CUL4A CUL5 CWC25 CWC27 CYB561A3 CYP51A1 DALRD3 DARS1-AS1 DBH DBIL5P DBR1 DCAF17 DCAF6 DCAF8 DCAKD DCLRE1A DCP1A DCUN1D1 DCUN1D3 DDX19A DDX19A-DT DDX19B DDX21 DDX55 DDX59 DDX6 DECR1 DELE1 DENND1B DENND6B DENR DGCR8 DGKE DHRS7 DHX30 DHX33 DHX33-DT DHX36 DHX9 DICER1 DICER1-AS1 DIS3L DIS3L-AS1 DLAT DLD DLL1 DMAP1 DMTN DNAJB12 DNAJB4 DNAJB9 DNAJC2 DNAJC25 DNAJC25-GNG10 DNAJC27 DNAJC27-AS1 DNAJC9-AS1 DNM1 DNM1L DNMT3A DNPEP DNPEP-AS1 DOCK7 DOCK7-DT DPH7 DPP3 DPP3-DT DPY19L2P3 DPY19L3 DPY19L4 DRG1 DRG2 DSTYK DTD1 DTNB DTWD1 DTWD2 DUS1L DUS4L DUSP16 DUSP28 DUX4L18 DVL3 DYNLT2 E2F4 EAF2 EAPP ECE2 ECPAS EDC4 EDF1 EEF1A1 EEF1A1P23 EEF1B2 EEF1D EEFSEC EFCAB2 EFCAB7 EFHB EIF1AD EIF2AK4 EIF2B4 EIF2D EIF3B EIF3F EIF4E2 EIF4E3 EIF4G1 EIF5 EIF5B ELMOD3 ELP2 EMC4 EMG1 ENOX2 ENSG00000176593 ENSG00000215838 ENSG00000232995 ENSG00000233230 ENSG00000254718 ENSG00000255326 ENSG00000265055 ENSG00000266100 ENSG00000268403 ENTPD1-AS1 EPC1-AS1 EPC1-AS2 EPM2A-DT EPM2AIP1 EPS8 ERBIN ERBIN-DT ERCC6L2 ERCC6L2-AS1 ERGIC2 ERI2 ERI3 ERMARD ERP44 ERV3-1 ESD ESF1 ETFA EWSR1 EXD2 EXD3 EXOC8 EXOSC3 FAIM FAM117A FAM120A FAM120AOS FAM120B FAM133B FAM174A-DT FAM200B FAM217B FAM227B FAM228B FAM3A FAM53C FAM76A FAM98B FASTK FASTKD2 FBXL13 FBXL5 FBXO11 FBXO21 FBXO22 FBXO31 FBXO38 FBXO38-DT FBXO42 FBXO5 FBXW2 FDPS FER FH FKBP10 FMO5 FN3K FOXK2 FOXM1 FRA10AC1 FREM1 FRS2 FTO FXN FYTTD1 FZD1 FZD6 G2E3 GABPA GABPB1 GABPB1-AS1 GALK2 GALNT16-AS1 GALNT7-DT GART GAS8 GCH1 GEMIN4 GEMIN7 GFM2 GFUS GGA2 GGPS1 GIPC2 GLB1L GLUD1P3 GNAS GNPTG GOLGA1 GOLGA3 GOLGB1 GOSR1 GPBP1L1 GPD1L GPD2 GPLD1 GPN2 GPR137 GPR27 GPX7 GRPEL2 GRSF1 GSAP GSK3A GSTA4 GSTCD GTF2IP13 GTF2IP20 GTF2IRD1P1 GTF3C3 GTF3C5 GTPBP10 GTPBP3 GVQW3 H2AX H2BC26 H3-3B H6PD HACD3 HAND2-AS1 HAPSTR1 HAT1 HCG14 HDAC3 HDAC4 HDAC4-AS1 HDAC8 HDGF HDHD5 HDHD5-AS1 HDLBP HEBP1 HECTD1 HELQ HEMK1 HERC3 HERPUD2 HERPUD2-AS1 HEXD HEXIM2 HIRA HLCS HMGB1 HMGCS1 HMGN1 HMGXB3 HNRNPA3 HNRNPC HNRNPH1 HNRNPUL1 HOXA4 HSD17B12 HSP90B1 HSPA4 HSPA8 HSPA9 HSPD1 HSPE1 HSPE1-MOB4 HSPH1 HTR7P1 HUS1 HYCC2 IAH1 IFT57 IFTAP IGFL4 IGHMBP2 ILF2 IMP4 IMPACT ING5 INHCAP INO80B INO80B-WBP1 INO80D-AS1 INTS12 INTS14 INTS2 INTS5 IPO4 IPO5 IPO7 IPPK IQCB1 IQGAP3 IQSEC1 IRAG1-AS1 IREB2 IRF1-AS1 ISY1 ISY1-RAB43 ITFG2 ITFG2-AS1 ITGA7 ITGB3BP ITPRID2 ITPRID2-DT ITSN1 JAK1 JMJD4 JPX JRK JTB JTB-DT KANSL1 KANSL2 KAT7 KBTBD2 KCNJ2 KCTD18 KCTD3 KCTD5 KDELR1 KDM4C KDM5C KHNYN KIAA0586 KIAA1191 KIAA1549 KIF18B-DT KIF2A KIF9-AS1 KIN KLC1 KLC2 KLHDC2 KLHL20 KLHL9 KMT5B KNSTRN KNTC1 KPNA1 KPNA2 KRR1 KRT8P12 KYAT1 LAMP1 LANCL1 LAPTM4A LAPTM4A-DT LARP1B LAS1L LEMD2 LGALS3BP LIAS LIG4 LIMA1 LIMD1-AS1 LINC00552 LINC00667 LINC00674 LINC01023 LINC01107 LINC01264 LINC01301 LINC01441 LINC01547 LINC01764 LINC01852 LINC01970 LINC02340 LINC02875 LINC02939 LINC03052 LINC03065 LINC03072 LIPT2 LIPT2-AS1 LNPEP LPGAT1 LPGAT1-AS1 LRP11 LRP4-AS1 LRRC27 LRRC37A5P LRRC40 LRRC8A LRRK1 LRSAM1 LSG1 LSM14A LSM3 LSM5 LTBR LTO1 LTV1 LUC7L3 LYPLAL1 LYPLAL1-DT LYRM1 LYRM9 LYSET LZIC MAD2L1-DT MADCAM1 MAF1 MAGI2 MAGI2-AS3 MAGOHB MAILR MAK16 MAML1 MAN1A2 MAN2C1 MANEAL MAP2K2 MAP3K10 MAP4K5 MAPK14 MAPKAPK5 MAPKAPK5-AS1 MARCHF6 MARCHF7 MARK1 MARK2 MARK4 MATCAP2 MAU2 MBIP MBOAT2 MBTPS1 MBTPS1-DT MCEE MCM3AP MCM4 MCMBP MDH1B MDH2 MDM4 MED15 MED22 MELTF-AS1 METTL15 METTL16 METTL25 METTL8 MGAT1 MGME1 MGRN1 MIA2 MICOS10-DT MIDEAS-AS1 MIGA1 MIR191 MIR199B MIR3154 MIR3613 MIR3913-1 MIR3936HG MIR4492 MIR4519 MIR4727 MIR5091 MIR5696 MIR7155 MIR762HG MITD1 MKLN1-AS MKRN2 MKRN3 MLH1 MLST8 MNAT1 MOAP1 MOB4 MON1A MORN4 MPC2 MPHOSPH10 MPLKIP MPPE1 MRE11 MRFAP1P1 MRPL1 MRPL12 MRPL13 MRPL16 MRPL19 MRPL21 MRPL24 MRPL27 MRPL30 MRPL33 MRPL39 MRPL4 MRPL40 MRPL44 MRPL48 MRPL50 MRPL53 MRPL55 MRPL57 MRPL58 MRPS15 MRPS16 MRPS18C MRPS2 MRPS22 MRPS31 MRPS31P4 MRPS31P5 MRPS35-DT MRS2 MSH6 MSL2 MST1P2 MT-ND2 MT-RNR1 MT-TF MT-TI MT-TM MT-TP MTA3 MTARC1 MTBP MTCO1P14 MTCO3P12 MTDH MTERF4 MTIF2 MTMR9 MTOR MTR MTX2 MUL1 MVK MYEF2 N6AMT1 NAA15 NAA35 NAA60 NAE1 NAIF1 NANP NAPEPLD NBPF1 NCBP3 NCK2 NCL NCOA4 NCOA5 NCOA7 NCOR1 NCSTN NDST2 NDUFAF1 NDUFAF3 NDUFAF4P1 NDUFB2 NDUFB3 NDUFC1 NDUFC2 NDUFC2-KCTD14 NDUFS1 NDUFS7 NDUFV2 NEU3 NFATC3 NFKB1 NFKBIZ NGDN NGRN NHLRC2 NINJ2-AS1 NIPAL2 NIPSNAP2 NKAP NKAPD1 NKTR NME1 NME1-NME2 NMNAT1 NMT1 NNT NNT-AS1 NOA1 NOL11 NOL12 NOL4 NOL8 NOL9 NOP16 NOSIP NOXA1 NPLOC4 NR1H2 NR1H3 NRBP1 NRDC NRDE2 NSA2 NSD1 NSD3 NSFL1C NSL1 NSMAF NSMCE4A NT5C NT5C3A NT5DC1 NT5M NUBP1 NUDCD3 NUDT18 NUDT19-DT NUDT2 NUF2 NUP107 NUP107-DT NUP133 NUP133-DT NUP214 NUP42 NUP54 OFD1 OGFOD3 OLA1 OPA1 ORC5 ORC6 OSBPL11 OSCP1 OSER1 OSER1-DT OSTC OTUB1 OTUD7B P3H4 PABPN1 PAIP1 PAN3 PAN3-AS1 PANK4 PARD3B PARK7 PARP16 PATJ-DT PAXIP1 PBLD PCBD2 PCBP2 PCGF3 PCID2 PCLAF PCM1 PCNP PCNX4 PCNX4-DT PDCD2 PDCD6IP PDCD6P1 PDCL3 PDE4A PDE6D PDIA4 PDXK PEG10 PEMT PEX13 PEX2 PEX3 PFDN6 PFKM PFN4 PHB2 PHF3 PHF5A PHF8 PHLDA3 PHOSPHO2 PHRF1 PHYKPL PI4KB PIDD1 PIERCE1 PIGG PIGL PIGP PIGQ PIGV PIH1D1 PIH1D2 PINK1 PIP4P2 PLEKHA8 PLEKHJ1 PLEKHM3 PMS2P3 PNPLA8 POLD2 POLD3 POLG POLG-DT POLG2 POLK POLR2B POLR2H POR POU3F2 PPAN PPCDC PPCS PPIG PPIL3 PPM1A PPOX PPP1R35 PPP1R35-AS1 PPP1R9A PPP2R3C PPP2R5B PPP4R1 PPP4R1L PPP4R3A PPP4R3B PPP4R3B-DT PRANCR PRCC PRDM10-DT PRDM15 PRDX1 PRELID3B PREPL PRKAR1A PRKCH PROCA1 PRORP PROX1 PRPF31 PRPF39-DT PRPF4 PRR34 PRR34-AS1 PRRG2 PSCA PSIP1 PSMA1 PSMA3 PSMA7 PSMB7 PSMC2 PSMC6 PSMD14 PSMD14-DT PSMD2 PSMD3 PSMD5 PSMD7 PSMD7-DT PSMF1 PSMG3 PSMG3-AS1 PSPH PSTK PTCD3 PTER PTOV1 PTOV1-AS1 PTPMT1 PTPN11 PTPN21 PTPN4 PTRHD1 PUF60 PUM2 PUS10 PWP1 PYCR2 PYURF QRICH1 QSER1 R3HDM2-DT RAB18 RAB30 RAB30-DT RAB7A RAB7B RAD17 RAD23B RAD51C RAD52 RAN RANBP1 RANBP17 RAP1GDS1 RB1CC1 RBAK RBAK-RBAKDN RBBP4 RBBP5 RBBP6 RBIS RBKS RBM12B-DT RBM14 RBM14-RBM4 RBM17 RBM25 RBM28 RBM33 RBM33-DT RBM39 RBM41 RBSN RC3H1-DT RC3H2 RCBTB2 RCC1 RCCD1 RCCD1-AS1 RCN2 REEP3 REEP5 RELL2 RETSAT REXO4 REXO5 RFWD3 RFX1 RFXANK RGS5 RHBDD3 RHNO1 RHOB RHOQ RIBC1 RIC8B RILPL1 RINT1 RIOK2 RIPOR1 RITA1 RLF RMDN1 RN7SKP175 RN7SL1 RNA5SP134 RNA5SP21 RNA5SP283 RNA5SP473 RNF10 RNF103 RNF103-CHMP3 RNF135 RNF139 RNF139-DT RNF141 RNF149 RNF167 RNF187 RNF19A RNF34 RNF4 RNU6-92P RNU7-27P RO60 RPL12 RPL14 RPL17 RPL17-C18orf32 RPL21 RPL21P122 RPL22 RPL22L1 RPL23A RPL27A RPL29 RPL3 RPL32 RPL32P3 RPL37 RPL37A RPL37A-DT RPL6 RPL7A RPL9 RPLP2 RPP38 RPP38-DT RPS11 RPS19 RPS23 RPS27 RPS29P16 RPS5 RPS6 RPS6KB1 RPS7 RPTOR RRM2 RRM2B RRP15 RSRC1 RTEL1 RTTN RUBCN RUSF1 RUSF1-DT RUVBL1 RWDD1 RWDD3 RWDD3-DT RXYLT1 SAE1 SAMD15 SAR1B SCAF1 SCLY SCMH1-DT SCNM1 SCYL1 SDE2 SDHAF2 SDHAF3 SDHC SEC13 SEC22B SEC22C SEC24B SEC24B-AS1 SEC61G SELENOH SELENOS SEM1 SEMA4C SENP1 SENP6 SEPHS1 SEPTIN2 SEPTIN7 SEPTIN7-DT SEPTIN7P13 SEPTIN7P2 SERP1 SETD2 SETD5 SF3A2 SF3A3 SF3B2 SF3B3 SF3B6 SFSWAP SGCE SGO2 SH2B1 SH2D6 SH3YL1 SHARPIN SHOC2 SIL1 SKA3 SKP1 SLC11A2 SLC22A5 SLC24A1 SLC25A11 SLC25A25 SLC25A3 SLC25A36 SLC25A51 SLC27A5 SLC2A4RG SLC2A8 SLC30A5 SLC33A1 SLC35A3 SLC35B3 SLC35D1 SLC37A1 SLC39A6 SLC39A9 SLC44A1 SLC4A1AP SLC5A6 SLC7A6 SLTM SLX9 SMAD5 SMARCA4 SMARCA5 SMARCAL1 SMARCD2 SMARCE1 SMC1A SMG5 SMG6 SMG7 SMG7-AS1 SMG8 SMIM26 SMNDC1 SMU1 SMURF2 SNAP47 SNAPIN SNHG16 SNHG3 SNORA14B SNORA24B SNORD12C SNORD1C SNORD42B SNORD43 SNORD46 SNORD55 SNORD58B SNORD59A SNORD60 SNRNP27 SNRNP70 SNRPA1 SNRPA1-DT SNRPB SNRPB2 SNRPD1 SNRPG SNTB2 SNX10-AS1 SNX19 SNX24 SNX27 SNX5 SNX8 SON SOS1 SOX6 SPACA9 SPAG8 SPATA17 SPCS2 SPG11 SPG7 SPIDR SPPL2A SPRTN SRCAP SRD5A3-AS1 SREK1IP1 SRP19 SRRM1 SRRM2 SRRM2-AS1 SRRT SRSF10 SRSF11 SS18 SS18L1 SSBP1 SSU72 STEAP2 STEAP2-AS1 STIP1 STK16 STK35 STKLD1 STMN3 STOML2 STX16 STX16-NPEPL1 STX17 STX17-DT STX18 STX18-AS1 STXBP4 STYXL1 SUGCT SUGP1 SULT6B1 SUN1 SUPT16H SUPT7L SURF4 SWT1 SYNPR SYPL1 SZRD1 TACO1 TAF12 TAF12-DT TAF4 TAF6 TAF7 TAF9 TAPT1 TAPT1-AS1 TARBP2 TARDBP TARS2 TARS3 TAS1R1 TATDN2 TATDN3 TBC1D16 TBC1D17 TBC1D19 TBC1D2 TBC1D8 TBL2 TBP TBRG4 TBX2-AS1 TCAF1 TCERG1 TCF12 TCF25 TCTA TCTN1 TDP2 TEDC1 TEFM TENT2 TESK1 TEX14 TEX38 TFAM TFPT TGFBRAP1 TGOLN2 THAP2 THAP3 THAP5 THNSL2 THOC7 THUMPD2 THUMPD3-AS1 TIGD1 TIGD6 TIMM9 TINF2 TK2 TLK2 TM9SF1 TM9SF3 TMA16 TMBIM6 TMCC1 TMCC1-DT TMCO1 TMCO1-AS1 TMED10 TMED4 TMED8 TMEM101 TMEM109 TMEM109-DT TMEM128 TMEM138 TMEM165 TMEM18 TMEM198 TMEM202-AS1 TMEM203 TMEM209 TMEM214 TMEM242 TMEM242-DT TMEM248 TMEM250 TMEM41A TMEM43 TMEM44-AS1 TMEM62 TMEM64 TMEM69 TMEM79 TMEM9 TMPOP2 TMTC3 TNIP1 TNPO1 TNPO1-DT TNPO3 TNRC18 TOM1 TOMM20 TOP2B TOP3B TOR1AIP1 TP53RK-DT TP53TG1 TPI1P2 TPM4 TRA2B TRAF7 TRAM2 TRAM2-AS1 TRAPPC2 TRDMT1 TRERF1 TRIM52 TRIP13 TRIP4 TRMT1 TRMT2A TRMT61B TRMU TRPM7 TRUB2 TSEN15 TSEN2 TSN TSPAN10 TSPAN31 TSR1 TSR3 TSSC4 TSSK3 TTBK2 TTC26 TTC3 TTC32 TTC32-DT TTC4 TTC8 TUBD1 TUBGCP3 TUBGCP5 TUFM TUG1 TULP3 TUT1 TVP23B TWSG1-DT TXN2 TXNDC9 TXNL4A U2SURP UBA2 UBA5 UBAP2L UBB UBE2C UBE2D2 UBE2D3 UBE2D3-AS1 UBE2I UBE2J2 UBE2Q1 UBE2V1 UBE2Z UBE3A UBE3C UBQLN2 UBR5-DT UBXN4 UCHL5 UIMC1 UNC50 UPF1 UPRT UQCC6 UQCRFS1-DT URGCP USB1 USF1 USP1 USP14 USP22 USP24 USP30 USP34-DT USP37 USP40 USP42 USP47 USP54 USP7 USP8 USPL1 UTP15 UTP3 VAMP4 VCP VDAC2 VHL VPS35 VPS36 VPS37A VPS51 VPS54 VPS72 VPS9D1 VRK2 VTI1A VWA8 VWA8-AS1 WAC WASF1 WDFY2 WDFY3-AS2 WDR11 WDR11-DT WDR24 WDR26 WDR31 WDR36 WDR43 WDR45B WDR46 WDR73 WDR82 WDR83 WDR83OS WEE2-AS1 WWP2 WWTR1 XPC XPO4 XRN1 XRRA1 YBEY YIPF4 YJU2 YLPM1 YPEL1 YPEL5 YTHDC1 YTHDF2 YTHDF3 ZAR1L ZBED3 ZBED3-AS1 ZBTB25 ZBTB26 ZBTB38 ZBTB4 ZBTB45 ZBTB7A ZBTB8OS ZC3H14 ZC3H3 ZC3H4 ZC3HAV1L ZC3HC1 ZCCHC8 ZDHHC4 ZDHHC6 ZER1 ZFAND2A ZFAND2A-DT ZFAND5 ZFAS1 ZFC3H1 ZFP30 ZFP64 ZFR ZFX ZFX-AS1 ZGPAT ZKSCAN2 ZKSCAN2-DT ZKSCAN8 ZMPSTE24 ZMPSTE24-DT ZMYND12 ZMYND8 ZNF10 ZNF112 ZNF12 ZNF136 ZNF14 ZNF143 ZNF146 ZNF165 ZNF174 ZNF180 ZNF189 ZNF195 ZNF197 ZNF197-AS1 ZNF205 ZNF207 ZNF213 ZNF213-AS1 ZNF24 ZNF250 ZNF260 ZNF273 ZNF276 ZNF280D ZNF292 ZNF3 ZNF302 ZNF319 ZNF32 ZNF337 ZNF337-AS1 ZNF346 ZNF354B ZNF362 ZNF398 ZNF407 ZNF408 ZNF410 ZNF430 ZNF446 ZNF460 ZNF460-AS1 ZNF496 ZNF497-AS1 ZNF506 ZNF518A ZNF544 ZNF561 ZNF561-AS1 ZNF565 ZNF569 ZNF570 ZNF579 ZNF580 ZNF581 ZNF592 ZNF594-DT ZNF605 ZNF606 ZNF615 ZNF628 ZNF628-DT ZNF639 ZNF652-AS1 ZNF669 ZNF678 ZNF689 ZNF691-DT ZNF695 ZNF714 ZNF721 ZNF724 ZNF736 ZNF767P ZNF770 ZNF774 ZNF785 ZNF786 ZNF790 ZNF805 ZNF835 ZNF862 ZNF876P ZNF879 ZNF92 ZNFX1 ZNRF2P2 ZSCAN25 ZSCAN32 ZXDC ZZEF1 ZZZ3 ZNF740_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF740_TARGET_GENES AAK1 AAMDC AARS1 ABCA7 ABHD17A ABHD6 ABITRAM ABL2 ABTB2 ACAP3 ACTB ACTR3 ACTR3B ACTR8 ACYP1 ACYP2 ADAM17 ADAR ADD2 ADD3 ADGRE2 ADGRE5 ADH5 ADK ADNP ADPGK ADSS1 AFF1 AGAP1 AGAP2 AGPAT3 AHDC1 AHNAK2 AIG1 AKAP9 AKIRIN1 AKT2 AKT3 ALAD AMD1 AMFR AMN1 AMOTL1 AMPD2 AMPD3 ANAPC13 ANAPC16 ANAPC2 ANKMY2 ANKRD11 ANKRD13B ANKRD34A ANKRD62 ANO7 ANP32A ANP32B ANP32E ANTKMT ANXA4 AP1G1 AP2A1 AP3M1 AP4S1 APBA2 APC2 APEH APH1A API5 APTX ARAF ARAP1 ARAP3 ARCN1 ARFIP1 ARHGAP22 ARHGAP23 ARHGAP5 ARHGAP5-AS1 ARHGEF25 ARHGEF7 ARID4B ARL6IP6 ARNT ARPC1B ARPC5 ARRDC2 ASB7 ASCC1 ASH1L ASTN2 ASXL1 ATF6B ATG13 ATP11C ATP1B2 ATP1B3 ATP2B4 ATP2C1 ATP5F1A ATP5MC1 ATP6V1A ATP6V1G2 ATP6V1G2-DDX39B ATP7B ATP8A1 ATP8A1-DT ATP8B3 ATXN1L ATXN2 ATXN2-AS ATXN2L ATXN7L2 ATXN7L3 ATXN7L3-AS1 AUP1 B4GAT1 B4GAT1-DT BAG2 BAZ2B BBC3 BBX BCAR1 BCL2L1 BCL2L2 BCL2L2-PABPN1 BCL3 BCL9 BCL9L BCORL1 BCR BCRP8 BEST1 BHLHE40 BLVRA BLVRB BMI1 BMP2K BMP2K-DT BNIP1 BPTF BRAF BRD2 BRD7 BRI3 BRPF3 BRPF3-AS1 BRSK1 BRWD3 BTNL12P BUD23 BZW2 C11orf71 C11orf98 C17orf80 C19orf38 C19orf73 C1RL C1orf174 C1orf43 C1orf74 C3orf38 C4orf36 C6orf89 C8orf58 C9orf43 CA11 CACNA1A CACNA1H CACNA2D2 CADM1 CALM1 CAMSAP2 CAMTA2 CAPN1 CAPN1-AS1 CAPZA1 CAPZB CARS2 CASTOR2 CASZ1 CBX3 CCDC106 CCDC163 CCDC183 CCDC28A CCDC28A-AS1 CCDC66 CCDC77 CCDC86 CCDC92 CCL3-AS1 CCNB3 CCND2 CCND2-AS1 CD81-AS1 CD9 CD99P1 CDC16 CDC25C CDC26 CDC42BPB CDC42EP1 CDCA4 CDK12 CDK13 CDK13-DT CDK5RAP2 CDK5RAP3 CDKL3 CEBPG CEP131 CEP164 CEP170 CEP63 CERS4 CERT1 CFAP298 CFAP410 CGGBP1 CGRRF1 CHCHD10 CHCT1 CHD1 CHD3 CHD4 CHD7 CHIC1 CHRNA1 CHRNA7 CHRNE CHTF18 CILP CIRBP CITED2 CLCN2 CLCNKB CLDN4 CLDN6 CLIC2 CLK4 CLPX CLTC CMIP CMTM3 CNIH3 CNOT4 CNOT8 CNPPD1 CNTN3 CNTRL COIL COL1A1 COPS7A COPZ1 COX17 COX20 CPSF1 CPT1C CRACR2B CRB2 CREB3L1 CRK CROCC CRYZ CSF3R CSKMT CSNK1E CSNK2B CTBP2 CTC1 CTCF-DT CTDP1 CTDSP1 CTPS1 CTSH CUL4B CUX1 CXXC5 CYB5R1 CYFIP1 CYGB CYLD CYREN CYTH1 DAND5 DAXX DAZAP2 DBNDD1 DBP DCAF5 DCLRE1A DCP1B DCTN4 DDIT3 DDX11L17 DDX19B DDX23 DDX54 DDX55 DENND1B DENND1C DENND4B DERL2 DGKZ DHRS13 DHRSX DHX58 DIAPH1 DIS3 DIXDC1 DKKL1 DLG4 DLGAP1-AS1 DMXL1 DMXL1-DT DNAAF10 DNAH17-AS1 DNAH2 DNAJA1 DNAJB13 DNAJB2 DNAJC14 DNAJC30 DNAJC7 DNALI1 DNMT1 DPF1 DPP8 DPP9 DPY19L4 DRAM1 DSN1 DTD1 DUSP16 DUSP7 DVL3 DYNC1LI2 DYNC1LI2-DT DYNLL1 E2F2 E2F3 EBP ECI2 ECI2-DT EED EEF1D EFCAB14 EFCAB5 EFHD2 EFHD2-AS1 EHD1 EIF2D EIF3J EIF3J-DT EIF4A1 EIF4B EIF4E EIF4E1B EIF4G1 EIF4G3 EIF5A ELAVL3 ELF2 ELF4 ELFN1-AS1 ELOA-AS1 ELOC ELP1 ENO3 ENSA ENSG00000187186 ENSG00000230707 ENSG00000236829 ENSG00000237461 ENSG00000246090 ENSG00000246465 ENSG00000256442 ENSG00000268650 ENTPD3 ENTPD6 EOGT EOLA2 EOLA2-DT EP300 EPC1 EPC1-AS1 EPC1-AS2 EPC2 EPHA2 EPHB4 EPM2A ERCC1 ERFE ERGIC1 ERP29 ESR2 ETF1 ETV3 EXOC3L4 EXOSC7 EZH2 F12 F2RL3 F8 FAAP20 FABP5P3 FAM104A FAM117B FAM193A FAM193B FAM193B-DT FAM217B FAM21EP FAM222B FAM53C FAM72A FAM78B FAM83E FARP2 FBXL19 FBXO24 FCHO1 FCHSD1 FGD6 FGFRL1 FIZ1 FKBP8 FKBPL FKRP FLII FLT3LG FOXJ2 FOXO4 FOXP1 FOXP1-DT FRG1JP FSCN1 FSD1 FTL FTX FUNDC2 FXN FXR1 FXYD5 FXYD7 G3BP2 GAB1 GAB3 GABARAP GAD1 GAL3ST1 GALNT16 GART GAS8 GATA2 GATAD1 GBAP1 GCAT GCC2-AS1 GDF11 GET1 GFI1B GFOD1 GFOD1-AS1 GGA2 GGPS1 GHDC GIPR GLA GLI1 GLS GLUD1 GMPR2 GNAI2 GNB2 GNL3L GPANK1 GPBP1 GPR107 GPR161 GPR180 GPR199P GPR35 GPR84-AS1 GPRIN1 GRB2 GRHPR GRIK5 GRIN3B GRK6 GRPEL2-AS1 GRTP1 GSPT1 GSTM2 GSTM4 GSTO1 GTF2I GTF2IP1 GTF2IP4 GTF2IRD2 GTF2IRD2B GTF3C2 GTF3C2-AS2 GUK1 GYS1 H2BC5 H3-3A H3-3A-DT H4C8 HARBI1 HAUS3 HAUS8 HCFC1 HDAC5 HDAC6 HDAC7 HDHD3 HDHD5 HDHD5-AS1 HDLBP HEATR6 HEATR6-DT HERC4 HEXD HEXIM2 HEXIM2-AS1 HEY1 HHEX HHLA3 HID1 HIF1A HIF1A-AS1 HIF1A-AS3 HIVEP1 HJV HLA-DMA HLCS HLX HMG20A HMG20B HMGB1 HMGB1P50 HMGN1 HMGN2 HMX3 HNRNPA2B1 HNRNPF HNRNPH2 HNRNPH3 HNRNPL HNRNPLL HNRNPUL1 HOXB-AS1 HOXB2 HOXB3 HOXB5 HOXB6 HOXB9 HOXC9 HR HS3ST3B1 HSD3B7 HSDL2 HSDL2-AS1 HSF2 HSP90AA1 HSP90AB1 HSP90B1 HSPB8 HSPB9 HTRA2 HYAL2 ID1 IDH1 IDH3G IDI1 IER2 IFIT1 IFT122 IGF2BP2 IGF2R IGLON5 IKBKB-DT IKZF4 IL6ST ILRUN ILRUN-AS1 IMPA2 IMPDH1 INF2 ING1 INHA INHBE INO80 INO80D-AS1 INPP5D INPP5J INPPL1 INTS6 INTS6-AS1 IPO8 IRF1-AS1 IRF2BP1 IRF2BP2 ISL2 IST1 ITGA5 ITGAV ITPKB ITPR3 JADE1 JADE2 JAG2 JPH3 JRK JRKL-AS1 JUN KAT2A KAT2B KAT6A KAT6B KCNH2 KCNIP2 KCNJ4 KCNJ8 KCNN1 KCNQ1OT1 KCTD15 KCTD7 KDM2A KDM2B KDM2B-DT KDM3B KDM5A KDM5B KDM6B KEAP1 KEL KIAA0586 KIF21A KIFC2 KLC2-AS2 KLF3-AS1 KLF4 KLF6 KLHDC4 KLHL13 KLHL25 KLK10 KMT2A KMT2C KMT2D KMT5B KPNB1 KRI1 KRT8 KTN1-AS1 LACTB2 LAMA5 LAMTOR3 LAX1 LBH LCORL LDAF1 LDAH LDHA LDOC1 LEMD1 LENG8 LEPR LEPROTL1 LGI4 LIG1 LIG4 LIMS1 LIN28A LINC00339 LINC00620 LINC01089 LINC01134 LINC01135 LINC01144 LINC01229 LINC01366 LINC01391 LINC01521 LINC01623 LINC01635 LINC01732 LINC01814 LINC01976 LINC02028 LINC02130 LINC02252 LINC02332 LINC02798 LINC02870 LINC02916 LINC02920 LINC02965 LINC03016 LINC03072 LINS1 LMAN2L LMF2 LMNA LMNB2 LMO4 LMTK3 LNC-LBCS LNX2 LOC124904669 LPXN LRCH1 LRCH4 LRFN4 LRRC4B LRRC51 LRRC58 LRRFIP1P1 LSR LTBP4 LURAP1 LZTS2 MACIR MADD MAFA MAFTRR MAGEA1 MAGEC1 MAGED2 MAGEF1 MAGI1 MAML2 MAN1C1 MANSC1 MAP1A MAP1B MAP2K4P1 MAP3K12 MAP3K8 MAPK11 MAPKAPK3 MARCHF2 MARCHF6 MARCHF6-DT MARF1 MAST1 MATK MATN1 MATN1-AS1 MAX MAZ MBD5 MBD6 MBOAT7 MCCC2 MCFD2 MCMBP MDM2 MECP2 MED13 MED13L MED22 MEF2C MEF2C-AS1 MEIS3 METAP1 METRN METTL27 MEX3B MFN1 MFSD5 MGAT4B MGME1 MICALL1 MICU3 MIDN MILR1 MIR1208 MIR1538 MIR193BHG MIR3181 MIR3190 MIR3613 MIR378D2HG MIR4285 MIR4466 MIR4472-2 MIR4487 MIR4492 MIR4729 MIR4766 MIR497HG MIR548AW MIR6089 MIR6821 MIR6835 MIR9-1HG MIR9-3HG MIS12 MIS18A MLLT10 MLLT6 MLST8 MMACHC MME MMP11 MMP17 MMP25-AS1 MNS1 MOB3C MORF4L1 MORF4L2 MORF4L2-AS1 MPG MPHOSPH9 MPP1 MRPL13 MRPL36 MRPL41 MRPS2 MSL1 MSMP MTA2 MTBP MTCH2 MTF2 MTPAP MUC4 MUL1 MVB12A MXD1 MYCBP2-AS1 MYCL MYL6 MYL6B-AS1 MYO15B MYO18B MZT2A MZT2B N4BP2L2 NAA11 NAA40 NAA50 NAGLU NATD1 NBN NBR1 NCAPH2 NCOA2 NDE1 NDST1-AS1 NDUFA4L2 NDUFAF2 NDUFB2 NEAT1 NEDD8 NEDD8-MDP1 NEO1 NES NEXN NFAT5 NFATC2 NFATC3 NFE2L2 NFIB NFIC NFKB1 NFKB2 NFKBIA NFKBIL1 NFYA NFYC NHLRC2 NIBAN2 NIPA1 NKRF NLGN2 NLK NME3 NME4 NOSIP NOTCH3 NOTUM NOVA2 NR2F6 NR3C2 NR4A1 NRIP1 NRN1L NSD1 NUCB2 NUDT12 NUDT18 NUMA1 NUP153-AS1 NYAP1 OAF OARD1 OBSL1 ODR4 OLFM2 OPLAH ORC4 P3H3 PAFAH1B2 PAFAH1B3 PALM3 PAN3-AS1 PANK3 PAQR6 PARK7 PASD1 PATZ1 PAX6 PAXIP1 PAXIP1-DT PBX2 PCBP1-AS1 PCBP2 PCF11 PCGF1 PCGF2 PCNX4 PCYOX1L PDE3B PDE4A PDGFA PDGFA-DT PDP1 PDS5B PDXK PEAK1 PEG10 PFKM PFN1 PGAP6 PGGHG PGM3 PHACTR2 PHC1 PHF1 PHF12 PHF21A PHF23 PI4KB PIAS2 PIAS4 PICK1 PIERCE1 PIK3CA PIK3CA-DT PIK3R1 PIKFYVE PIPOX PITHD1 PITPNM3 PKNOX2 PKNOX2-DT PKP2 PLA2G12A PLAGL1 PLCG1-AS1 PLEC PLEKHA6 PLEKHA7 PLK1 PLXNA3 PLXNB1 PMS2P4 PNISR PNO1 PNPLA7 PNRC1 PNRC1-DT POC1B POGZ POLE3 POLK POLN POLR1D POLR2A POLR2E POLR2J POLR2J2 POLR2J3 POLR2L POLR3K POMT1 POU2F1 POU6F1 PPFIA3 PPFIA4 PPM1D PPP1CA PPP1CC PPP1R10 PPP1R12A PPP1R12A-AS1 PPP1R15B PPP1R26 PPP2R1A PPP2R2A PPP2R5B PPP3R1 PPP4R1L PRAME PRDM10-DT PRDX4 PRELID3BP5 PREX1 PRKAG1 PRKCB PRKD2 PRKX PRMT1 PROCA1 PROSER2-AS1 PRPF4 PRPF40A PRR12 PRR34 PRR34-AS1 PRR5 PRRT1 PSCA PSMA7 PSMB6 PSMD7 PSME4 PTPN12 PTPN18 PTPN4 PTPN7 PTPRS PUM1 PURA PURB PUSL1 PYCR2 QKI QPCT R3HCC1 RAB10 RAB3A RAB3IL1 RAB7A RABGAP1 RAD17 RAD51C RAE1 RAP2C RAP2C-AS1 RARA RASA1 RASL10B RASSF5 RBCK1 RBFOX2 RBM10 RBM26 RBM26-AS1 RBM3 RBM33-DT RBM39 RBM7 RBX1 RCAN1 RCAN3 RCN1 RCOR1 RCOR3 RELA RELT REM2 RETREG2 RFLNA RFPL1S RFX7 RGL1 RGL2 RGS12 RGS4 RHBDD2 RHBDF1 RHBDL1 RHOBTB3 RIC1 RICTOR RILP RIMKLB RITA1 RLN3 RN7SKP175 RND2 RNF14 RNF2 RNF43 RNF44 RNU2-17P RNU5A-1 RNU6-2 RNU6-268P RNVU1-15 RNVU1-18 RNVU1-22 RNVU1-27 RNVU1-28 RNY4 ROCK2 RPGR RPL23A RPL36P10 RPL41 RPL7A RPRD2 RPS12 RPS2P4 RPS6KA3 RPS6KA4 RPS6KB2 RPS7 RPTOR RPUSD1 RREB1 RSF1 RTL6 RUVBL2 RYBP S100A1 S100A13 S1PR2 SAE1 SAMD1 SAMD11 SAMD12 SAP25 SAR1A SAT2 SATB1 SATB2 SATB2-AS1 SBK1 SBNO1 SBNO1-AS1 SCAMP2 SCARB1 SCARNA2 SCIN SCML1 SCN1B SCRT1 SCYL1 SDC4 SDCBP SDCCAG8 SDF4 SEC13 SEC24C SEMA4C SEMA4G SEPTIN11 SEPTIN2 SEPTIN7P13 SETD1B SFMBT1 SFR1 SGCE SGO2 SH2B1 SH2B3 SH2D6 SHBG SHFL SHKBP1 SHLD2 SHOX2 SIK3 SINHCAF SKIDA1 SKIL SLC12A2 SLC12A2-DT SLC12A9 SLC16A6 SLC18B1 SLC1A4 SLC20A1 SLC25A17 SLC25A22 SLC25A23 SLC25A6 SLC2A1 SLC39A7 SLC40A1 SLC7A6 SLC8A2 SLCO4A1 SLX4 SMAD3 SMARCA1 SMARCA4 SMG1P3 SMG7 SMG7-AS1 SMIM10L2A SMIM27 SMIM29 SMPD4 SMPD4BP SNAI1 SNHG25 SNHG26 SNORA48 SNORA50C SNORA56 SNORA57 SNORD101 SNORD104 SNORD3J SNORD42B SNRNP25 SNX16 SOX18 SOX5 SP1 SPAG1 SPART SPESP1 SPRED2 SPRY2 SPTBN4 SQSTM1 SRCAP SRCIN1 SRGAP2 SRRM1 SRRM2 SRRM2-AS1 SRSF1 SRSF10 SS18L1 SSBP3 SSC4D SSNA1 SSR1 SSR4 SSRP1 ST7L STAG3 STAR STK11IP STK25 STK35 STMN1 STMN3 STMP1 STRIP1 STRN3 STRN4 STX16 STX16-NPEPL1 STX6 STXBP4 SUMO1 SUMO2 SUPT20H SUPT3H SUSD6 SYCN SYCP2 SYNCRIP SYNGAP1 SYT3 TACC3 TAF1 TAF15 TAF9 TAGLN2 TAL1 TARBP2 TASOR2 TBC1D32 TBC1D8B TBX21 TBXAS1 TCF4 TCP11 TEAD2 TENT2 TENT4B TERC TET3 TEX14 TEX9 TFB2M TFDP1 TFE3 TFEB TGFBR3 TGIF1 THAP6 TIGD5 TIMM44 TIMM9 TLE2 TLE5 TLK1 TLK2 TM2D1 TM9SF4 TMC6 TMCC2 TMED1 TMED3 TMEM116 TMEM120B TMEM129 TMEM187 TMEM198B TMEM216 TMEM245 TMEM256 TMEM256-PLSCR3 TMEM259 TMEM35B TMEM39A TMEM70 TMIE TMOD1 TMTC4 TNFAIP8L1 TNK2 TNKS1BP1 TNRC18 TNRC6A TOB2P1 TONSL TOP1MT TOP3B TP53INP1 TPGS1 TPP1 TPP2 TPR TPSP2 TPT1 TPT1-AS1 TPTEP1 TPTEP2 TPX2 TRABD TRAF3 TRAF4 TRIB1 TRIB2 TRIM25 TRIM32 TRIM46 TRIM8 TRMT112 TRMT12 TRMT61A TRMT61A-DT TRNP1 TRPA1 TRPM4 TRPS1 TSC1 TSC22D1 TSHZ1 TSPAN31 TSPAN4 TSPEAR-AS2 TSPOAP1 TSPOAP1-AS1 TSPYL1 TTC17 TTC41P TTC5 TTC7A TUBA4A TUBA4B TUBB TUBB2A TUG1 TULP2 TXN TXN2 TYW3 U2AF2 UBA7 UBAP2L UBE2B UBE2E3 UBE2E3-DT UBE2I UBE2Q1 UBE2V1 UBE2Z UBE3A UBE3D UBL3 UBR1 UBR4 UBTF UBXN11 UCK1 UHRF1 UNC13A UNKL UQCR11 URAHP USF2 USP21 USP22 USP32 USP34 USP34-DT USP38 USP38-DT USP44 UTP4 VANGL2 VAT1 VAV1 VAV2 VEGFA VEGFB VEZF1 VEZT VIRMA VIRMA-DT VPS11 VPS28 VPS37B VPS51 VRTN VSTM5 WAC WAC-AS1 WAPL-DT WASL WASL-DT WDR26 WDR37 WDR43 WDR54 WDR83 WDR83OS WDR90 WDTC1 WDTC1-DT WEE1P2 WIZ WRNIP1 WSB2 XIST XKR6 XKR9 XPO1 XPO7 YES1 YIF1B YLPM1 YWHABP2 YWHAE YWHAG YWHAZ ZBED1 ZBED6 ZBTB12 ZBTB14 ZBTB18 ZBTB21 ZBTB22 ZBTB39 ZBTB4 ZBTB42 ZBTB7A ZC2HC1C ZC3H3 ZC3H4 ZC3H7A ZDHHC3 ZDHHC8 ZDHHC8BP ZEB1 ZEB1-AS1 ZEB2 ZEB2-AS1 ZER1 ZFAND2B ZFP36L1 ZFP62 ZFP91 ZFP91-CNTF ZFTRAF1 ZFYVE1 ZHX1 ZHX1-C8orf76 ZHX3 ZKSCAN2 ZKSCAN2-DT ZKSCAN5 ZKSCAN8 ZMAT1 ZMIZ1-AS1 ZMIZ2 ZMYM2 ZNF200 ZNF211 ZNF217 ZNF227 ZNF280D ZNF318 ZNF329 ZNF346 ZNF395 ZNF410 ZNF436 ZNF436-AS1 ZNF442 ZNF467 ZNF503-AS1 ZNF524 ZNF559-ZNF177 ZNF579 ZNF580 ZNF581 ZNF592 ZNF623 ZNF628 ZNF628-DT ZNF644 ZNF653 ZNF664 ZNF687 ZNF687-AS1 ZNF710 ZNF768 ZNF771 ZNF783 ZNF787 ZSCAN31 ZSWIM9 ZXDC ZYG11B ZZZ3 ZNF746_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF746_TARGET_GENES AHNAK ALDOA ARHGAP5 ARHGAP5-AS1 ARHGEF11 ATF3 ATP13A3 ATP13A3-DT ATP2A2 AUTS2 B4GALNT3 BRD2 CMTM8 CREBBP CT66 DENND4B DKFZP434A062 DLEU2 E2F3 ERF FAM234A GASAL1 GATA6 GPSM1 HELZ-AS1 HIVEP2 HNRNPU HOTTIP HOXA13 HOXB9 HOXC6 HOXC9 HOXD13 IRF2 IRF2-DT ITGB3 JDP2 JDP2-AS1 JUND KIRREL1 LHFPL2 LMO4 MALINC1 MAP7D1 MEX3A MIR4733 MIR4733HG MKRN1 NR1D2 PABIR2 PABIR3 PITX1 PKM PLEKHG3 PTP4A2 PVALB RABGAP1L RABGAP1L-DT RAVER2 REV3L SERTAD2 SLC29A2 SLC43A1 SMAD3 SMAD3-DT SMAD6 SNX33 SOCS2 SOCS2-AS1 SP1 SP3 STAG2 STAG2-AS1 TLK1 TMOD1 TRAF3IP2-AS1 TSC22D3 XIAP YWHAZ ZNF710 ZNF766_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF766_TARGET_GENES AAMP ABCA15P ABCF3 ACP2 ACTB ACTG1 ACTL6B ACTR1A ACTR3 ACTR3B ACVR1B ADAM9 ADAMTSL4 ADAT3 ADGRB3 ADGRB3-DT ADIPOR1 ADORA3 AFAP1-AS1 AHCTF1 AHCYL2 AHSA2P AIG1 AIM2 AKAIN1 AKAP8 AKIRIN2 AKR1C1 AKR1E2 AKT1S1 AKTIP ALB ALDH5A1 ALG1L13P ALG6 ALMS1 AMMECR1 AMN1 AMOTL1 ANKDD1B ANKMY1 ANKRD12 ANKRD65 ANKS6 ANTXR2 ANXA2 AP1S2 AP2A2 AP2M1 AP2S1 AP3B2 APAF1 APBB1 APOL3 APOO AQP8 AREG ARFRP1 ARHGAP25 ARHGAP5 ARHGAP5-AS1 ARHGEF12 ARID4A ARID4B ARL4A ARL6IP5 ARMH4 ARPC1A ARPP19 ARRDC3 ART3 ARV1 ASAP3 ASB8 ASNSD1 ASXL2 ATF7IP2 ATG10 ATG4B ATG4C ATP13A1 ATP2B4 ATP5PF ATP6V0A1 ATXN7 ATXN7L3 AUP1 B3GNT5 B3GNT8 B4GALT2 B4GAT1 B4GAT1-DT B9D2 BABAM1 BANCR BANP BARHL1 BATF BCAT1 BCKDK BFSP2-AS1 BICD2 BIRC5 BMAL1 BMERB1 BOD1 BORCS7 BTN3A2 BTNL9 BTRC BUB3 C10orf53 C10orf95-AS1 C11orf21 C11orf58 C12orf40 C15orf61 C17orf58 C19orf38 C19orf44 C1orf159 C1orf174 C1orf74 C2 C2CD2L C2orf92 C3orf86P CA1 CABIN1 CACNA1D CALB1 CALCOCO1 CALCRL-AS1 CALR3 CAMP CAP1 CAPG CARD8-AS1 CARMIL2 CASS4 CAST CBFA2T3 CBX7 CCAR1 CCDC12 CCDC124 CCDC137 CCDC137P1 CCDC153 CCDC163 CCDC174 CCDC71 CCDC88A CCDC90B CCDC90B-AS1 CCP110 CCR7 CCT8 CCZ1P1 CD53 CD80 CDC73 CDCA3 CDH23 CDK5 CDK8 CDYL CELF6 CENPF CENPT CENPV CEP164 CEP290 CFAP107 CFAP99 CFL1 CHAC1 CHCHD1 CHCHD2 CHCHD2P1 CHD4 CHD7 CHFR CHIC2 CHMP4B CHRNB1 CIC CISH CITED2 CLCN3 CLEC16A CLIC1 CLIC2 CLPB CLSTN1 CLTC CLUAP1 CNOT1 CNPY2 COMMD3 COMMD3-BMI1 COPS7B CORO1A COX15 COX6CP5 COX7A2L COX7C CP CPE CPED1 CPLX2 CPLX3 CPNE2 CPOX CPSF1 CRADD CRAMP1 CREM CRTC2 CRYM CSNK2B CSRNP2 CSRP1 CSRP1-AS1 CTDP1 CTDSPL2 CTDSPL2-DT CTSB CTTNBP2 CUTC CXCR3 CYB561D2 CYB5D1 CYB5R4 DCK DCTN2 DDX17 DDX23 DEDD DENND1A DESI1 DFFA DGAT1 DGAT2 DGCR8 DHRS3 DHRSX DHX40 DIAPH1 DIAPH1-AS1 DIP2A DMBX1 DMD DNAJA3 DNAJB2 DNAJC17 DNALI1 DNHD1 DNM1L DOK2 DOLPP1 DST DUS1L DUS3L DUSP10 DUSP28 DUSP4 DUX4L27 DYDC2 DYNC1I2 DYNC2I2 ECHDC2 EED EFCAB10 EFNA3 EHD1 EHMT2 EIF4H ELOC EML2 EML6 ENOX2 ENSG00000230615 ENSG00000235189 ENSG00000246465 ENSG00000253574 ENSG00000254718 ENSG00000260592 ENSG00000265845 ENSG00000266401 ENSG00000266976 ENSG00000268460 ENSG00000278390 ENY2 EOGT EPB41L5 EPB42 EPC1 EPC1-AS1 EPC2 EPS15-AS1 ERBIN-DT ERH ERI3 ERMAP ERP44 ERVK3-1 ESCO2 EVI2B EVL EXOC6 EYA3 FAF2 FAM117A FAM124B FAM13A FAM168B FAM193A FAM193B FAM193B-DT FAM222A FAM83A FARSA FASN FASTKD1 FBXL16 FBXL17 FBXL19 FBXL3 FBXO15 FBXO17 FCRLA FCSK FGF13 FHL2 FKBP8 FLJ46284 FLYWCH1 FN3K FNBP1 FOXA3 FOXP1 FTO FYB1 FYCO1 FZD3 G3BP2 GAB2 GALNT7 GAPVD1 GAREM2 GAS6-AS1 GATAD2A GATB GCSAML GDAP1 GDPD5 GFER GFOD1 GFPT2 GFUS GGPS1 GIRGL GLB1L2 GLRA1 GLUD1 GMFG GNB1 GNB1-DT GNB4 GNG4 GNL3L GP6 GPANK1 GPAT4 GPBP1 GPBP1L1 GPER1 GPKOW GPN3 GPR146 GPR158 GPR19 GPRC5C GPT2 GRAMD4 GRK3 GRK3-AS1 GRK4 GRM1 GSPT1 GTF2H4 GTF2I GTF2IRD1 GTPBP2 GUSB H4C8 H6PD HAUS6 HBD HECTD2 HEMGN HEPH HERC1 HGD HHATL HIKESHI HLCS-AS1 HM13 HMBS HMG20A HMGN2P34 HNRNPH3 HSD11B1L HSD17B11 HSPA13 HSPH1 HTR1A HTR5A HTRA2 IBA57 IBA57-DT IFI16 IFI27 IFRD1 IFRD2 IFT140 IFT20 IFT25 IFTAP IGF1 IGF1R IGFL2-AS1 IKBIP IKBKB-DT IKZF2 IL18RAP IL1R1 IL1RN IL23A IL23R IL2RB ILF3 ILF3-DT IMPACT IMPDH2 ING3 INTS6 INTS6-AS1 INVS IPO8 IQCH-AS1 IRF1-AS1 IRF2BP2 ISCA2P1 KANSL3 KAT7 KBTBD6 KBTBD7 KCNAB1 KCNB1 KCNIP2 KCTD10 KCTD20 KCTD21 KDM7A KDM7A-DT KHDC4 KIAA1143 KIF15 KIF2C KLC1 KLHDC8B KLHL21 KLK2 KMT2B KNSTRN KPTN KRBA1 KRT18P67 KRT73-AS1 KRTAP10-4 KRTAP2-4 LACTB2 LAMA4 LAMTOR2 LARP1 LARS1 LASP1 LCORL LEMD2 LEPROTL1 LHFPL4 LHFPL5 LIFR LIFR-AS1 LIG1 LINC-PINT LINC00504 LINC00656 LINC00663 LINC01169 LINC01287 LINC01300 LINC01358 LINC01433 LINC01521 LINC01586 LINC01602 LINC01683 LINC01732 LINC01816 LINC01898 LINC01962 LINC02252 LINC02354 LINC02363 LINC02412 LINC02476 LINC02683 LINC02772 LINC02777 LINC02928 LINC03023 LINC03046 LINC03108 LLGL2 LMNB2 LNCATV LNCTSI LNX1 LOC112267871 LOC112268404 LPXN LRIF1 LRRC41 LRRN4 LSM10 LTA4H LUC7L LUCAT1 LYL1 LYN LYPLA1 LYSMD1 MACC1 MAD1L1 MAD2L1BP MADCAM1 MADCAM1-AS1 MAF1 MAG MAK16 MALSU1 MAML3 MAN2A2 MANBAL MANEALP1 MAP4K3 MAP4K3-DT MAPK8IP1 MAPK8IP2 MARCHF2 MARCHF4 MAT2A MATN1 MAX MDH1 MED15 MEF2C MEF2C-AS1 MEIS2 MELK METTL3 MFAP3L MGAT1 MGME1 MIAT MICOS13 MIDEAS MIDN MIER1 MIF4GD MIF4GD-DT MINDY2 MINDY2-DT MIR1183 MIR3124 MIR378F MIR4435-1 MIR4435-2 MIR4729 MIR4766 MIR548AL MIR5696 MIR7-3 MIR7-3HG MITF MKKS MLH3 MLLT10 MMACHC MMS19 MOSPD1 MPI MPND MPP2 MPZL3 MR1 MRFAP1 MRGBP MRPL24 MRTFA MTCP1 MTIF2 MTSS1 MUS81 MUTYH MYB MYCL MYO5B MYO9A MYOM3 N4BP2L2 NAA38 NAGLU NAPA NAPEPLD NDUFAB1 NDUFB2 NDUFV2-AS1 NEAT1 NEDD4 NEIL3 NEK6 NEUROD4 NF2 NFASC NFE2 NFE2L1 NFIX NFKBIA NFKBIB NICN1 NIFKP7 NKAIN1 NOP14 NOP53 NORAD NOS3 NOSIP NOXO1 NPEPPS NPEPPSP1 NPL NPPB NPRL2 NR1H3 NR1I2 NRDE2 NRSN2-AS1 NSMAF NSMCE1-DT NTAN1 NUCB1 NUCB1-AS1 NUDCD1 NUDT13 NUMA1 NUP205 NUP43 NUP54 NUTF2 OAZ1 ODAD3 OGDHL OPLAH OR4K17 ORMDL3 OSBP2 OTUD4 OTUD6B OTUD6B-AS1 OTUD7A OXSR1 P2RX6 PA2G4 PAAF1 PABPN1 PACS1 PACS2 PACSIN2 PADI4 PAFAH2 PAGE5 PANK4 PAPSS1 PATZ1 PCBP1-AS1 PCGF5 PCK1 PCSK6 PCSK6-AS1 PDCD10 PDCD2 PDE3B PDE4A PDE4C PDE6D PDS5B PEAK1 PEMT PEX14 PEX26 PFDN1P2 PFDN6 PGBD5 PGM2L1 PGP PHB1 PHF12 PHF13 PI16 PIPOX PISD PKD1L2 PLA2G6 PLAU PLCG2 PLEKHF2 PLSCR2 PMFBP1 PNKD PNPLA6 PODXL2 POLDIP3 POLR1G POLR2A POLR3H POM121 POR POT1-AS1 PP7080 PPFIA4 PPIAP16 PPIL6 PPM1A PPP1R12B PPP1R12C PPP1R13L PPP1R15A PPP4R1L PPP6R1 PPRC1 PRKACA PRKAG1 PRKCA PRKCSH PRMT3 PROSER2 PROZ PRPF31 PRPSAP1 PRR13 PRR14 PRR5 PRRT2 PSMA1 PSMA3-AS1 PTAR1 PTBP1 PTBP3 PTCD3 PTK2 PTMA PTP4A3 PTPRN PTPRU PTPRVP PXN PXT1 QRICH1 RAB1A RAB27B RAB29 RAB6A RAB7A RABGAP1L RABGAP1L-DT RAD9B RALBP1 RALGDS RALGPS2 RANBP10 RANGAP1 RBBP4 RBBP5 RBM14 RBM25 RCAN1 RCBTB2 RCHY1 RELN RERE REXO2 RFPL1S RGS20 RHOA RHOBTB3 RIC8B RIMKLB RIN3 RMC1 RN7SKP192 RN7SKP237 RN7SKP249 RN7SL371P RN7SL519P RN7SL824P RNA5SP60 RNF145 RNF149 RNF167 RNF187 RNFT2 RNU1-108P RNU12 RNU4-18P RNU4-73P RNU6-169P RNU6-218P RNY3P11 RO60 ROPN1L RPAP1 RPGRIP1L RPIA RPL23AP77 RPL36 RPL36AP19 RPL7P25 RPLP0P2 RPP40 RPRD1B RPS10 RPS10-NUDT3 RPS12P23 RPS13 RPS21P8 RPS27 RPS3P7 RPS4XP16 RSRC2 RUNDC3A RUNDC3A-AS1 RXRA RYK S100A11 S100P S100Z SAE1 SAMD11 SAMD9L SAP30 SAP30-DT SBDSP1 SBK1 SCAF1 SCAMP4 SCAT2 SCG2 SCG3 SCGN SCNM1 SCRIB SCRT1 SDE2 SDSL SEC11C SEC24C SEC61A1 SELENOH SENP8 SEPHS2P1 SERBP1 SERPINI1 SETD5 SETMAR SFMBT1 SFSWAP SFT2D2 SFXN1 SH2B1 SH2D6 SH3BP5L SH3GL1 SHARPIN SHLD2 SHOC1 SIGLEC27P SIGLEC6 SIPA1L3 SIRT2 SKIL SLC14A1 SLC16A1 SLC25A11 SLC25A12 SLC25A6 SLC26A4 SLC2A4RG SLC35B4 SLC38A2 SLC38A2-AS1 SLC38A6 SLC39A11 SLC39A3 SLC39A9 SLC44A1 SLC45A4 SLC48A1 SLC4A2 SLC9A3-AS1 SLK SLMAP SLX4IP SMAD3 SMAP1 SMARCA4 SMARCAD1 SMARCAD1-DT SMIM13 SMPD2 SMPD3 SNAP25-AS1 SNAPIN SNHG11 SNHG32 SNHG5 SNORD3J SNORD48 SNX10 SNX19 SNX5 SOCS2 SOX12 SOX6 SPEN SPINK4 SPRING1 SPTAN1 SQOR SRCIN1 SRD5A3-AS1 SRGAP3 SSH1 ST3GAL2 STAG2 STAP2 STAT5B STAU1 STAU2 STC2 STK25 STK40 STMN3 STMP1 STPG1 STRIP1 STRN3 STXBP5 STXBP5-AS1 SULT1A2 SUMO2 SUMO3 SVOP SYMPK SYNCRIP SYNGR1 SYNJ1 SYT3 SZRD1 TACR2 TAFA2 TAL1 TANC1 TARBP2 TBC1D17 TBC1D4 TBC1D8B TBL1X TBX6 TCAM1P TCEA2 TCEANC2 TCERG1 TCTA TENT2 TFAP2A TFEB TFPT TFR2 TH2LCRR THADA THAP2 THAP4 THRAP3 THUMPD2 TIAL1 TIMM21 TJP3 TK2 TLK1P1 TM2D2 TM7SF3 TM9SF4 TMBIM1 TMCC1 TMCC1-DT TMCC2 TMCO1 TMCO1-AS1 TMED1 TMEM11 TMEM11-DT TMEM115 TMEM145 TMEM14B TMEM160 TMEM181 TMEM245 TMEM59 TMEM69 TMEM70 TMIGD3 TMPRSS12 TMTC1 TMTC3 TNC TNFAIP1 TNFRSF10A-AS1 TNPO2 TNS1 TOE1 TOMM40L TOR1A TP53BP2 TPBGL-AS1 TPD52L1 TPGS1 TPH2 TRAM2-AS1 TRAPPC10 TRIM29 TRIM5 TRIM67 TRIM69 TRIM7-AS2 TRIR TRIT1 TRMT12 TRMT44 TRMT5 TRPM7 TSC22D1 TSC22D2 TSNAXIP1 TSPAN7 TSSC2 TSSC4 TSSK3 TTBK1 TTC1 TTC13 TTC33 TTLL4 TUFT1 TULP2 TXNDC15 TXNDC2 UBA5 UBAC1 UBE2E2 UBE2E2-DT UBE2E3 UBE2E3-DT UBE2O UBE2Q2 UBE2V1P4 UBE3C UBL4A UBQLN4 UBR2 UBR3 UBXN2A UBXN4 UCA1 UCP2 UNC13A UNC45A UPF1 UPF3A UQCRH UROS USF1 USF2 USP20 USP31 USP32 USP35 USP48 USP6NL UTP11 VAMP7 VAPA VARS2 VDAC2 VILL VLDLR-AS1 VMP1 VOPP1 VOPP1-DT VPS29 VPS35L VPS50 VPS72 VRK1 VTN VTRNA1-1 VTRNA1-3 WARS1 WARS2-AS1 WBP1 WBP2 WDPCP WDR1 WDR24 WDR25 WDR46 WDR81 WDR87 WNK1 WSB1 WWP1 XIST XKR9 XPO6 XYLT2 YAP1 YEATS2 YIF1B YIPF6 YJU2 ZBED6 ZBTB17 ZBTB8OS ZC3H11A ZC3H7A ZCCHC8 ZDHHC18 ZDHHC5 ZFC3H1 ZFP37 ZFP91 ZFP91-CNTF ZFYVE1 ZFYVE19 ZFYVE28 ZGPAT ZMYM4 ZMYND8 ZNF140 ZNF175 ZNF181 ZNF207 ZNF217 ZNF221 ZNF223 ZNF225 ZNF225-AS1 ZNF227 ZNF230 ZNF230-DT ZNF268 ZNF32 ZNF331 ZNF337 ZNF341-AS1 ZNF345 ZNF350 ZNF37A ZNF37BP ZNF415 ZNF432 ZNF436 ZNF436-AS1 ZNF444 ZNF484 ZNF529 ZNF529-AS1 ZNF56P ZNF585A ZNF586 ZNF605 ZNF614 ZNF615 ZNF644 ZNF649 ZNF674 ZNF674-AS1 ZNF688 ZNF776 ZNF81 ZNF821 ZNF84 ZNF84-DT ZNF862 ZRANB2-DT ZSCAN22 ZSWIM9 ZNF768_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF768_TARGET_GENES AACS ABCB9 ABCC3 ABCG4 ABHD12 ACACB ACBD6 ACLY ACOX3 ACTA2 ACTN3 ACTN4 ADAM19 ADAMTSL5 ADCY6 ADCY7 ADCYAP1R1 ADD1 ADGRB2 ADGRE1 ADGRG1 ADNP AHCYL1 AHSA1 AK8 AKNA AKT1S1 AKTIP ALDH1B1 ALDH3B1 ALDH3B2 ALDH5A1 ALDH7A1 ALDOA ALG10B ALKBH2 ALPL AMPD2 ANAPC15 ANGPTL6 ANKRD24 ANKRD46 ANO1 ANP32A APBB1IP APC APOE APOL2 APRT APTR ARHGAP26 ARHGAP4 ARHGAP45 ARHGAP8 ARHGEF1 ARL11 ARMH1 ARMH3 ARPIN ARPIN-AP3S2 ARRDC2 ASAH1 ASAP3 ASB2 ASPHD2 ASS1 ASXL1 ATAD1 ATF7IP ATG14 ATG3 ATOSA ATP6V1G1P5 ATP8B1-AS1 ATP8B3 ATR AURKAIP1 B2M B3GNTL1 BBX BCL2L12 BCL3 BCO2 BCR BEAN1 BHLHE23 BICDL2 BICDL3P BIK BMAL1 BMPR1B BOLA1 BPESC1 BPIFB1 BRD2 BRF1 BRF2 BRPF1 BTBD19 BTBD6 BTG1 BTG1-DT BUD31 C15orf39 C18orf54 C1QTNF6 C1orf167 C1orf43 C1orf52 C3 CAB39L CACNA1A CACNA1G CACNB1 CACNB4 CALCRL CALR CAMK2B CAMKMT CAND1 CAND2 CAP1 CAPN2 CARD10 CARD8 CASC11 CASP10 CASTOR1 CASTOR3P CATSPERD CBX8 CCDC159 CCDC175 CCDC186 CCDC25 CCDC33 CCDC6 CCDC61 CCDC7 CCDC85C CCL22 CCM2 CCN5 CCNB1 CCNG1 CCNI2 CCP110 CCR10 CCR5 CD101-AS1 CD180 CD19 CD200R1 CD244 CD276 CD38 CD55 CD70 CD83 CD9 CDAN1 CDC27 CDH13-AS2 CDH16 CDH26 CDK11A CDK5RAP1 CDK5RAP2 CDKN2C CEACAM1 CEACAM16-AS1 CEBPG CEP112 CEP164 CEPT1 CERCAM CES4A CFAP298 CFAP298-TCP10L CFAP52 CFAP68 CFDP1 CFL1P1 CHD1L CHGA CHIT1 CHRNA3 CHRNA7 CHST12 CIAO2A CIB3 CIBAR2 CIITA CILK1 CIT CITED1 CLASP1 CLEC7A CLECL1P CLIC5 CLIP2 CLIP4 CLK3 CLSPN CLTB CLTC CNBD2 CNOT4 CNOT6L CNP CNTN2 CNTNAP1 COG8 COMMD2 COMMD3 COMMD7 COQ8B CORO7 COTL1P1 COTL1P2 COX16 COX6B1 CPNE5 CPNE9 CPT1C CPVL CRACR2A CRADD CREB3L4 CREB5 CREM CRHR1 CRLF3 CRYBB2P1 CRYBG2 CSF3R CSK CSNK1E CSNK1G3 CTC1 CTSC CTSS CUTC CUZD1 CXorf58 CYB5R3 CYP1A1 CYP3A5 CYP4V2 CYRIB CYSLTR1 CYTH3 CYTH4 DAAM1 DAAM2-AS1 DACT3-AS1 DBR1 DDIAS DDX3P2 DEFB122 DEFB124 DEPDC1 DEPDC5 DGAT2 DGKE DHRS13 DHRS3 DHX15 DHX58 DISP1 DKFZP434A062 DLEU2 DLGAP4 DLL3 DMAC2 DMAP1 DNAI4 DNAJA2 DNAJA3 DNAJB4 DNAJC25 DNAJC25-GNG10 DNAJC6 DNM2 DNMT3B DOC2GP DOCK10 DOCK8 DOHH DOK4 DOK7 DPAGT1 DPP4 DPPA2P2 DPY19L2P3 DRAM2 DRG2 DST DTX4 DUSP10 DUSP22 DUSP26 DYM DYSF DZIP1L E2F2 EAF1-AS1 EAPP EBF1 ECE1 ECI2 EDN2 EED EFCAB7 EHMT1 EIF1B EIF1B-AS1 EIF3G EIF4A3 EIF4E2 EIF4E3 ELF1 ELK4 ELMO1 EMC1-AS1 EMILIN1 EML2 EMP1 EMP2 ENPP3 ENSG00000205890 ENSG00000226249 ENSG00000230021 ENSG00000230960 ENSG00000236154 ENSG00000258572 ENSG00000259704 ENSG00000260071 ENSG00000267882 ENSG00000273499 ENTPD4 ENTPD4-DT ERAL1 ERCC6 ESPN ESPNP ETHE1 ETV4 EVI5L EXD3 EXOC3L1 EXOC3L4 EXOSC3 F5 FABP6-AS1 FAF1 FAM110A FAM222B FAM83G FBXO17 FBXO21 FBXO22 FCHO1 FCRL5 FDXACB1 FGFR2 FIBCD1 FIGNL2-DT FLJ38576 FLJ42969 FMC1 FNDC4 FOSB FOSL2 FOXA3 FOXS1 FRA10AC1 FSCN3 FTH1 FUBP1 FUS FXN FZD4 FZD4-DT GABARAPL1 GALNT16 GANC GAR1 GAR1-DT GAS2L2 GAS7 GAS8 GATAD2B GBA1 GCA GCC1 GCKR GCNT2 GDF15 GDPD5 GFAP GFI1B GGT1 GHET1 GHRH GIPC1 GIPC2 GIT1 GLCE GLIPR1L1 GLP2R GMFG GNAI2 GNG2 GNGT2 GORASP2 GOT2 GPATCH2 GPHA2 GPR183 GPR68 GRAMD1A GRAMD1B GRHPR GRIP2 GRK6 GRN GSDME GTF2H2C GTPBP3 GUSBP1 GVQW3 GYS1 GZF1 H2AC16 H2AZ2-DT H2BC16P H2BC21 H4C16 H4C4 H4C8 HAUS7 HAUS8 HBD HCG9 HDAC11 HECW2 HGD HGS HIF1A HK1 HM13 HMCN2 HMGA1 HMGN1 HMGN1P36 HNF4A-AS1 HOXA-AS2 HOXA11-AS HS6ST2 HSBP1 HSD17B2 HSD3B7 HSPE1P8 HTR4 ICAM4 IFI16 IFI30 IFI6 IFIH1 IFIT3 IGHA1 IGHMBP2 IGKV1OR2-6 IGKV3D-20 IGLJ5 IGLV11-55 IGLV6-57 IGLV7-46 IGSF3 IL4R IMMP2L IMPDH1 IMPDH2 INPP4B INPPL1 INTS5 INTS6L INTS6L-AS1 IPO9 IPO9-AS1 IPP IQSEC1 IRAG2 IRF2BP1 IRX6 ISG20 ITGA1 ITGA11 ITGA3 ITGA4 ITGA5 ITGAX ITGB3BP ITIH1 ITPK1 ITPKB-IT1 ITPKC ITSN1 JADE2 JDP2 JOSD2 JPX JRK KANSL3 KANTR KCNG4 KCNH2 KCNK15-AS1 KCNMB1 KCNN3 KCNQ2 KCTD10 KCTD21 KDM2B KDSR-DT KHDC1-AS1 KHDRBS3 KIAA1671 KIAA1958 KLC3 KLHDC9 KLHL17 KLHL20 KLHL26 KLK10 KLK15 KMT2D KPNB1 KPTN KRBA1 KRT15 KRT17P4 KRT4 KRT7 KRTAP4-1 KRTAP5-AS1 KSR1 LASP1 LBH LCN8 LCP1 LDAF1 LDLRAP1 LGALS12 LIG1 LIMA1 LIMCH1 LINC00355 LINC00511 LINC00528 LINC00620 LINC00881 LINC00923 LINC00926 LINC00933 LINC00963 LINC01063 LINC01095 LINC01234 LINC01270 LINC01271 LINC01275 LINC01356 LINC01451 LINC01503 LINC01516 LINC01562 LINC01596 LINC01685 LINC01686 LINC01852 LINC01897 LINC01991 LINC02028 LINC02136 LINC02185 LINC02202 LINC02332 LINC02356 LINC02447 LINC02557 LINC02575 LINC02599 LINC02613 LINC02703 LINC02909 LINC02960 LINC02977 LINC03021 LINC03032 LINC03047 LINC03048 LINGO1 LINGO1-AS2 LITAF LIX1 LLGL2 LMOD2 LNPEP LOC124900270 LONP1 LRFN1 LRFN3 LRP10 LRRC1 LRRC27 LRRC37A5P LSM5 LTBP1 LUC7L2 LUCAT1 LY86 LYSMD2 MAGI3 MAILR MAN1C1 MAN2A2 MAN2C1 MAP1LC3B2 MAP2K3 MAP2K4 MAP2K6 MAP4K2 MAP4K5 MAPK4 MAPT-AS1 MAPT-IT1 MARF1 MARK4 MASP1 MATK MATN1-AS1 MB MBD4 MBD5 MBP MCCC1 MCCC2 MCM3AP MCM5 MCOLN1 MCTP1 MED11 MED23 MED26 MFAP5 MFRP MFSD5 MGAT3-AS1 MICAL2 MIER1 MILR1 MINK1 MIPEP MIR1207 MIR155HG MIR3680-1 MIR4437 MIR4462 MIR449C MIR4519 MIR4521 MIR4525 MIR4531 MIR4692 MIR5087 MIR607 MIR6745 MIR6782 MIR6881 MIR7106 MIR762HG MIR7852 MIR7973-1 MIR7973-2 MISP MLLT10P2 MMP28 MOB3A MPLKIP MPO MPZ MRPL13 MRPL34 MRPL44 MRPL48 MRPS16 MRPS31P5 MSH4 MT-ND5 MT-TH MT-TL2 MT-TS2 MTBP MTCO3P12 MTFP1 MTHFD2L MTND5P11 MTR MTUS1 MTUS2 MUCL1 MXI1 MYBL1 MYC MYO15B MYO18A MYO3B-AS1 MYO9B MYRF NAA15 NADK NAE1 NAGLU NAPEPLD NAPSB NASP NAT8B NCF2 NCKAP1L NCOA2 NCOR2 NDE1 NDE1P2 NDUFAF1 NDUFB4 NDUFB7 NDUFC1 NECTIN2 NEK6 NEMF NEMP2 NEMP2-DT NEURL1-AS1 NHLRC4 NIBAN3 NIF3L1 NIP7 NIPSNAP1 NKAIN1 NKX2-1 NLRC4 NLRC5 NME1 NME1-NME2 NOCT NOSIP NOX5 NOXA1 NR1H2 NR2C2 NR4A1 NRN1 NRTN NSL1 NSMAF NT5DC1 NT5DC4 NTF4 NUB1 NUMA1 NUP43 NXPH4 OAS2 OCIAD1 ODAD4 ODC1-DT OPA3 OPALIN OR4X1 OR6S1 ORC4 OSBPL2 OSGIN1 OSM OTOA OTOF OTOG OTUD3 OTUD7B OVOL3 P2RY6 P2RY8 PABPC1L PACSIN3 PAFAH2 PAK1 PAM16 PAPLN PAQR7 PARVG PATL2 PCDH9 PCIF1 PCLAF PCNX2 PCYT1A PDE2A PDE4C PDE4D PDE8A PDIA5 PDK1 PDK2 PDLIM7 PDLIM7-AS1 PDXK PELATON PELO PEX5 PFAS PFKFB4 PHACTR3 PHF14 PHF19 PHF21B PHLDB1 PHOSPHO1 PHPT1 PHYHIP PI4K2A PIGQ PIK3IP1 PIK3IP1-DT PIP5K1C PISRT1 PITPNB PITPNC1 PKM PLA2G6 PLAAT3 PLB1 PLCG2 PLEKHA1 PLEKHA2 PLEKHG1 PLEKHM1 PLIN5 PLK2 PLXDC1 PLXNA2 PLXNC1 PLXND1 PM20D2 PNPLA4 PNRC2 POC1A POFUT1 POLDIP3 POLG POLR3E POLRMT POMGNT1 POU2AF1 POU2F1 PPA1 PPIL3 PPP1R14B PPP1R14B-AS1 PPP1R16B PPP1R1B PPP1R3B-DT PPP2R2A PPTC7 PRAM1 PRAMENP PRCP PRELP PREPL PRH1 PRKACB PRKCG PRKCH PRMT1 PRMT9 PRORSD1P PRPF18 PRR4 PRR5 PRRG2 PRSS16 PRSS47P PRSS53 PSD4 PSENEN PSMB10 PTPN14 PTPRC PTPRCAP PTS PUS10 PVR PVRIG PXK PYCR2 PYGM R3HDM4 RAB5A RAB7A RAB8A RABGAP1L RALGDS RANBP9 RAP1GAP RAPGEF3 RASAL1 RASSF3 RASSF6 RBBP5 RBIS RBM39 RBM45 RBM47 RBPMS RBPMS2 RCAN3 RDH10-AS1 REPIN1 RERE REV3L REX1BD REXO4 RFTN1 RGL3 RGS16 RGS20 RGS3 RHBDD3 RHBDF2 RHEB RHEX RIN3 RIPOR1 RIPOR2 RIPOR3 RMDN1 RN7SKP197 RN7SKP91 RN7SL2 RN7SL3 RN7SL36P RN7SL399P RN7SL494P RN7SL521P RN7SL814P RNF11 RNF207 RNU11 RNU12 RNU2-63P RNU4ATAC RNU5B-1 RNU5E-4P RNU6-103P RNU6-1276P RNU6-244P RNU6-532P RNU6-560P RNU6-797P RNU6-919P RNU6-952P RNU6ATAC32P RNU7-169P RNVU1-2A RNVU1-34 RNY1 ROCK1P1 ROGDI RPL12P28 RPL13AP27 RPL23AP89 RPL27 RPL37 RPL37A RPL37A-DT RPL38 RPL5 RPL5P24 RPL7L1 RPS18 RPS27P8 RPS7 RRAGB RRAS2 RSBN1L RSL24D1 RSL24D1P11 RSPO1 RUNDC3A S100A1 S100A13 S100A4 SAFB SALL2 SAMD11 SAMD4A SAMSN1 SART1 SCAND1 SCARB1 SCART1 SCD SCNN1A SCNN1D SCRN1 SCYL1 SDC3 SDHAF3 SEC14L1 SEC14L2 SEC22C SELL SEMA3F SEMA4B SEMA6D SEMA7A SEPTIN9 SERPINA1 SERPINH1 SERTAD2 SETD5 SF3A3 SF3B3 SFRP5 SFTA2 SGCA SGK1 SH2B1 SH2D3C SH3PXD2B SH3TC1 SHANK1 SIAH2 SIGLEC14 SIGLEC5 SIGLEC6 SIRPB2 SIRT7 SLA SLAMF8 SLC12A4 SLC13A3 SLC1A6 SLC23A1 SLC25A1 SLC25A29 SLC25A42 SLC25A43 SLC26A11 SLC29A2 SLC29A3 SLC29A4 SLC2A1 SLC2A1-DT SLC2A9-AS1 SLC30A6 SLC30A6-DT SLC35A5 SLC35B1 SLC35E2B SLC38A10 SLC38A6 SLC39A1 SLC44A1 SLC51A SLC5A5 SLC6A12 SLC6A20 SLC6A6P1 SLC7A11 SLC8B1 SLCO2B1 SMAD6 SMAD7 SMAGP SMCO4 SMCR2 SMG7 SMG7-AS1 SMIM10L2B SMIM9 SMPD4 SND1 SNHG5 SNORA80D SNPH SNUPN SNX1 SNX21 SNX3 SNX8 SORL1 SP110 SP140 SPACA6 SPAG5 SPATA17 SPATA2 SPC24 SPINT2 SPOCD1 SRBD1 SRC SRCIN1 SREBF2-AS1 SRP72P2 SS18L2 SSB SSBP1 SSBP3 SSTR3 SSUH2 ST3GAL1P1 ST6GAL1 ST6GALNAC2 STAB2 STAM STAM-DT STAMBPL1 STAP1 STARD10 STARD4-AS1 STARD6 STEAP1B-AS1 STEAP3-AS1 STIM1 STIM2 STIM2-AS1 STIMATE STK16 STMP1 STN1 STRN STRN3 STX5-DT STX6 STX8 SUB1 SUGCT SULF1 SULT1C2 SULT2B1 SUMF1 SUPT5H SYMPK SYNPO SYS1 SYT12 SYVN1 TACC2 TAF10 TAF12 TAF12-DT TAOK3 TARS2 TAS2R14 TATDN3 TBC1D1 TBC1D10A TBC1D14 TBC1D22A TBC1D23 TBCEL TBX18 TCAP TCF4 TCIRG1 TCL6 TCN2 TESC TESC-AS1 TEX19 TEX38 TG TGFB1 TGM5 THEMIS2 THRAP3 THUMPD2 THUMPD3-AS1 TIGD1 TIGD6 TIMM29 TIMP1 TINAGL1 TJP3 TK2 TLE3 TLE5 TLR1 TLR4 TM6SF1 TMC8 TMED4 TMED7 TMED7-TICAM2 TMEM100 TMEM132D-AS1 TMEM139 TMEM14A TMEM14B TMEM14B-DT TMEM186 TMEM242 TMEM242-DT TMEM254 TMEM254-AS1 TMEM273 TMEM37 TMEM40 TMEM44-AS2 TMEM54 TMEM62 TMEM63B TMEM87A TMPRSS13 TMPRSS6 TMSB15B-AS1 TMTC2 TNFAIP8L1 TNFSF18 TNNT2 TNRC6B TOB2 TOR1AIP1 TPI1P2 TPM4 TRAJ27 TRAJ28 TRAJ35 TRAPPC13 TRAPPC14 TRAPPC9 TRAV13-1 TREX2 TRIM16 TRIM23 TRIM31-AS1 TRIM69 TRIOBP TRIP10 TRIP4 TRMT61A TRMT61A-DT TRMU TRPV3 TSC22D4 TSPAN16 TTC14 TTC16 TTC27 TTF2 TTYH3 TUBA4A TUBB8P1 TUFM TUSC1 TVP23B TXNDC12 TXNIP TXNRD1 TXNRD2 TYROBP U2AF1L4 UACA UBAC2 UBAC2-AS1 UBAP2L UBC UBD UBE2A UBE2F UBE2Q2P1 UBLCP1 UBP1 UBR4 UNC119 UNC13A UPF3A UQCC1 UQCRFS1 USHBP1 USP31 USP43 UTRN VCP VIPAS39 VOPP1 VPS13B VPS13B-DT VPS25 VPS52 VRK3 VSTM2L VTRNA1-2 VWA8-AS1 WDFY1 WDR11 WDR11-DT WDR36 WDR62 WDR83 WDR83OS WEE2-AS1 WFIKKN2 WHRN WNT10A WSCD1 WSCD2 XPO1 XPO6 XXYLT1-AS2 XYLT1 YBEY YIPF2 YJU2B ZBTB20 ZBTB20-AS4 ZBTB38 ZBTB45 ZBTB47-AS1 ZC3H12D ZC3HAV1 ZDHHC12 ZDHHC1P1 ZDHHC24 ZMPSTE24 ZMPSTE24-DT ZNF131 ZNF227 ZNF324 ZNF324B ZNF341-AS1 ZNF385A ZNF391 ZNF398 ZNF425 ZNF473 ZNF486 ZNF573 ZNF581 ZNF600 ZNF611 ZNF74 ZNF749 ZNF770 ZNF775 ZNF799 ZNF808 ZSWIM3 ZSWIM4 ZNF774_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF774_TARGET_GENES ACAP3 ADGRG6 BLTP2 CCDC106 COASY DAZAP1 DLL3 EML2 ENSG00000230021 GBA1 GRIK4 IGFLR1 KCNH2 KLK8 LINC01596 MT-ND6 MT-TE MT-TT MTCO3P12 MTND5P11 PBX4 PHC1 PLK1 PLOD3 PPIB TJP3 ZNF580 ZNF581 ZNHIT1 ZNF776_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF776_TARGET_GENES BHLHE41 CASC3 ENSG00000247131 ENSG00000272008 FBXL9P RAB3IP TMEM208 UBXN1 ZNF292 ZNF777_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF777_TARGET_GENES ANKRD27 ANKRD34B APPBP2 APPBP2-DT CASKIN2 CCDC77 CCNB2 CCNJL CERS4 CNR1 CUX1 FAM133B FNDC1-AS1 FRA10AC1 FXYD5 GALNT4 GAPDH GAPDH-DT GNAL GNAO1 GNAO1-DT GSTCD HAGLR HELB HOXD1 INTS12 KDM5A KIRREL1 LCP1 LDHA LIMD1 LINC01023 LINC02901 LRR1 LRRC63 LRWD1 LSG1 MATN1-AS1 MBTPS2 MCCC1 MEGF10 MICAL1 MRPL13 MRPL39 MTBP MVB12A POC1B POLG POLG-DT RAB37 RANBP9 RASL10A RBM24 RNF130 RNFT1-DT RPS29 RTTN SLC27A6 SLC44A1 SNX10-AS1 SPACA9 STAT6 THOC1 THOC1-DT TSEN54 UBE2I UNKL ZNF396 ZNF497-AS1 ZNF781_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF781_TARGET_GENES ACACA ACER3 ACKR2 ADA AGMAT AKAP9 ALDOA ANGEL1 ANGPTL6 AP1S3 ARMH3 ARPC1A ASS1P5 ATP9B AURKB BORCS6 C12orf29P2 C1orf87 C2CD5-AS1 C6orf141 CARS1 CASD1 CCDC40 CCDC65 CD160 CDC37 CDK4 CEACAM21 CFAP299 CLDN23 CMKLR2-AS COPS3 COPS5P1 COQ10A CROCCP3 CTNNA2 CWC25 CXXC1 CYP1B1-AS1 DAGLB DAZAP2 DDX46 DHPS DHTKD1 DNAI4 DUS2 EIF3F ELAC2 ENSG00000187951 ENSG00000200235 ENSG00000202059 ENSG00000265246 ESPN EXOSC2 FABP5P3 FAM177A1P1 FCHO2 FES FMN2 FOXP1-AS1 FRMD7 GABARAPL3 GALNTL5 GAS8 GC GDI2 GDPD5 GIT2 GLG1 GLRX5P2 GTF2I GXYLT2 H3P10 H3P44 HAPLN2 HEBP2 HNRNPMP2 HSFY1P1 IFT57P1 IGSF21 IL16 ILDR1 ITGAL-AS1 ITGAM ITIH3 JAZF1-AS1 JHY KAT8 KRT18P45 LIM2-AS1 LINC00581 LINC00929 LINC01235 LINC01485 LINC01641 LINC02390 LINC02634 LIPA LPGAT1 LTK LUZP1 LYN LYPLA2P1 MAP4K5 MAPK6P4 MB MCTS1 MED21 MIR3162 MIR3529 MIR3611 MIR3908 MIR4510 MIR764 MIX23 MLST8 MORF4L1P5 MTFMT MTND1P14 MTO1 NAPSA NEAT1 NFYC NLE1 NOL6 NPAT NPLOC4 NUCB1-AS1 OR1X1P OR1X5P OR7A17 PCBP1-AS1 PFAS PLA2G15 PLA2G4C PMM1 PPATP1 PPIP5K2 PPP1R42 PRAMEF29P PTK2B PTPN2 PVT1 QSER1 RB1CC1 RDH8 RFC1 RN7SKP270 RN7SL93P RNA5SP474 RND1 RNU1-141P RNU4-62P RNU6-1003P RNU6-1340P RNU6-166P RNU6-386P RNU6-612P RNU6-847P RNU6-916P RNU6ATAC36P RORA RPL32P27 RPL36 RPL36P2 RPL39P18 RPS27P6 RRN3P1 SCN3B SDAD1P3 SDC4 SDHAF1 SH2B3 SLC22A11 SLC25A16 SLC6A1 SLFN12 SMCR2 SNAP25 SNHG30 SNORD81 SOX9-AS1 SPATS2L SPEG SRSF8CP SSX7 ST7L STX4 SYCE2 TCEAL8P1 TEX43 TGFB1 TMEM98 TNFRSF10B TNFRSF12A TNRC18 TOP3B TPM4P1 TPRXL TRAV15 TRIM15 TRIM55 TRPM6 TRPV1 TTC1 TTLL13 TULP2 UTP4 VOPP1 VPS39 WNT8A YAP1P1 YEATS2 ZEB2P1 ZNF675 ZNF863P ZNF784_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF784_TARGET_GENES AAR2 AARS2 ABCC5 ABCE1 ACTR3 ADAP2 ADAT2 ADGRL1 ADPGK ADPRHL1 ADPRM ADRA1A AGBL5 AGBL5-AS1 AGK AGK-DT AIFM1 ALG10 ALG10B ALKBH3 ALOXE3P1 ANAPC10 ANAPC5 ANKRD13A ANO8 AP3S2 ARL1 ARL5B ARMH3 ARMT1 ASB16-AS1 ASCC1 ATF7IP ATN1 AURKAIP1 B3GAT3 B4GALT3 BANF1 BBS1 BMS1 BMS1P4 BMS1P4-AGAP5 BPNT1 BRD2 BRF2 BUB1B BUD31 C10orf88 C12orf76 C17orf75 C19orf53 C21orf62-AS1 C3orf38 C6orf226 CAB39L CACYBP CALM2 CAPS2 CASP7 CASTOR1 CBLL1 CBLL1-AS1 CBX3 CCAR2 CCDC163 CCDC32 CCDC59 CCDC77 CCDC88A CCNC CCNL1 CDC16 CDC42SE1 CDK5RAP1 CENPBD2P CENPU CFAP20 CFAP418 CGGBP1 CHD9 CIAO3 CIB1 CLIP1 COASY COMMD2 COMMD9 COPS2 COPS7B COQ4 COX16 CSTF2T CTNNB1 CUL4A CWC27 CYP1A1 DCP1A DCXR DCXR-DT DDIT4 DDN DDX41 DDX51 DDX55 DHX33 DHX33-DT DMAP1 DNAJC10 DNAJC25 DNAJC25-GNG10 DNAJC6 DNAJC9-AS1 DPP9 DPY19L4 DRG2 DSTYK DTWD1 DUS1L EDC4 EFCAB7 EIF1AD EIF3F EIF4E3 ELFN2 EME2 EML2 ENPP3 ENSG00000230021 ENSG00000232995 ENSG00000274015 ENSG00000278356 EPS15 EXD3 EXOC2 EXOSC3 FAAH FAM185A FAM227B FAM98B FAN1 FBXO7 FEM1B FRA10AC1 FZD1 GABARAP GABPB2 GADD45B GALK2 GARS1 GARS1-DT GAS6-DT GBA1 GEMIN7 GET3 GFI1 GFM2 GHET1 GINS3 GLUD1P3 GNB2 GPC6 GSTCD GTF2B GTF2H4 GTF3C3 GTF3C5 GTPBP3 GUCD1 GUK1 H2AC15 H2BC15 H3C9P H4C3 HDGF HELQ HEXIM2 HEXIM2-AS1 HINT3 HIRA HLA-DMA HMGB1 HNRNPA2B1 HYCC2 ING4 INO80C INTS12 INTS14 INTS5 IPO4 ISY1 ISY1-RAB43 ITFG2-AS1 ITGB3BP JMJD4 JPX KANSL1 KBTBD4 KCTD5 KDM1A KDM5A KDM5C KDSR KLHL22 KNL1 KPTN KRR1 KRTDAP LAS1L LCDR LINC00652 LINC00680 LINC00680-GUSBP4 LINC01232 LINC01547 LINC01600 LINC01719 LINC01775 LINC02210 LINC02210-CRHR1 LRP3 LRRC37A5P LRRC49 LSG1 LYSMD1 LZIC MAN2C1 MAP3K7 MARK4 MATR3 MBTPS2 MCAT MCEE MCM3AP MDH1 MED18 MED23 MED9 METTL15 METTL25 METTL9 MFSD4A MICAL3 MINPP1 MIR1302-3 MIR548AL MIR7-3 MIR7-3HG MITD1 MLEC MMACHC MNAT1 MPHOSPH10 MPLKIP MRPL1 MRPL30 MRPL39 MRPL40 MRPL44 MRPL48 MRPS16 MRPS18B MRPS18C MRPS23 MRPS31 MRPS31P4 MRPS31P5 MRPS34 MTCO3P12 MTF2 MTIF2 MTMR9 MTND5P11 MTRF1 MZF1 NACA NAPA-AS1 NCBP3 NDUFA12 NDUFA13 NDUFAF1 NDUFAF4P1 NDUFB3 NDUFC2 NDUFC2-KCTD14 NDUFS3 NDUFS7 NIF3L1 NKAP NKAPP1 NME1 NME1-NME2 NMNAT1 NOC4L NOP16 NORAD NOSIP NOXA1 NPLOC4 NR1H2 NR2F1 NSA2 NSFL1C NSL1 NSUN6 NUDT3 NUF2 NUP107 NUP107-DT NUP155 NUP43 OBI1 OGT PAFAH1B3 PAFAH2 PAXBP1 PCAT6 PCBP2 PCID2 PCLAF PDE4A PDE6D PEX13 PEX3 PFKM PGM2L1 PIGL PKD2L2 PKD2L2-DT PLCB4 PLEKHG2 PLEKHM3 PLK1 PML POLR1F POLR3B POU2F2 PPFIA3 PPHLN1 PPIL3 PPP1R10 PPP6R1 PRDX5 PRECSIT PRMT5 PRMT5-DT PROX1 PROX1-AS1 PRPSAP2 PRR3P1 PRRG2 PRSS27 PSENEN PSMB6 PSMF1 PSORS1C1 PSTK PUS10 RAB2B RABGAP1L RAG1 RAI1 RALGAPB RBBP5 RBM28 RBM42 RGS5 RMND1 RNASE11 RNF207 RNF207-AS1 RNF216P1 RNF6 RNU5E-6P RNU6-2 RNU7-27P RNVU1-14 RNVU1-15 RNVU1-27 RNVU1-6 RNY1 RPL13 RPL26L1 RPL26L1-AS1 RPL36 RPL38 RPL8 RPS2 RPS7 RRP15 RSPO2 RTTN SAR1B SCARNA2 SCNM1 SCO1 SEC22B SELENOH SENP1 SERP1 SETD5 SETDB2 SF3A3 SFSWAP SGF29 SIL1 SIRT4 SLC24A1 SLC26A11 SLC27A5 SLC33A1 SLC39A13 SLC39A3 SLC4A1AP SLX9 SMARCD1 SMARCD2 SMG5 SMG7 SMG7-AS1 SMG8 SNAP23 SNAP47 SNHG17 SNHG9 SNORA78 SNORD68 SNRNP27 SNRPD3 SPAG8 SPOCD1 SREK1IP1 SRP9 SSBP1 SSBP2 STAT1 STAT3 STAT4 STOML1 STX16 STX16-NPEPL1 STX18 STX18-AS1 SUGCT SUPT5H SUPT7L SURF6 SV2B TACO1 TARS2 TATDN3 TBC1D19 TBC1D31 TBL3 TEFM THAP10 THEM4 THUMPD1 THUMPD3-AS1 TIMM29 TJP3 TLE6 TMEM101 TMEM242 TMEM242-DT TMEM259 TMEM267 TMEM40 TMEM41A TMEM79 TMUB2 TOB2 TOP3B TOR1AIP1 TOX4 TP53 TPM3 TPRKB TRAF6 TRIM59 TRIP4 TRMT112 TRUB2 TSPAN10 TSSK6 TTC26 TTC38 TTC4 TUBA1B TUBA1B-AS1 TUBGCP3 TUT1 TVP23B U2AF1L4 UBB UBE2F UBE2F-SCLY USP30 USPL1 UTP3 VARS2 VPS13B VPS13B-DT VPS25 VPS36 VPS51 VPS9D1 VTA1 VTRNA1-2 VTRNA1-3 WDPCP WDR11 WDR11-DT WDR24 WDR31 WDR36 WDR70 WDR83 WDR83OS WDR89 WEE2-AS1 WNT2B WRAP53 WWOX XIST YBEY YIPF2 YJU2 ZBTB40 ZBTB45 ZCRB1 ZER1 ZFP14 ZMYM4 ZNF106 ZNF131 ZNF165 ZNF221 ZNF225 ZNF225-AS1 ZNF227 ZNF233 ZNF276 ZNF282 ZNF302 ZNF391 ZNF461 ZNF490 ZNF569 ZNF570 ZNF579 ZNF580 ZNF581 ZNF582 ZNF582-DT ZNF688 ZNF689 ZNF775 ZNF791 ZNF785_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF785_TARGET_GENES APBB3 APOM BAG6 BCL7A BCL7C BRWD1 BRWD1-AS2 C17orf49 C19orf73 CABIN1 CASC3 CATSPERD CBX4 CEROX1 COMTD1 DCUN1D2 DDX11L10 DPY19L2P1 DRG2 EBF4 ESYT2 FCHSD2 GBA1 GOLGA7 GPR158 JAK2 KLHDC9 KMT5B KXD1 LINC00431 LINC01664 LINC02716 LMF1 LONP1 LRP3 MAST1 NAA60 NUSAP1 OSTM1 PGAM5 PIEZO1 PPFIA3 RIMKLB RING1 RNF220 RPS19 SEC31A SLC35A4 SMG7 SMG7-AS1 SNX8 SOX8 STAT6 TCF4 TDRD7 THAP9-AS1 TMCO3 TMEM121B TMEM248 TSHZ2 TXLNA VPS9D1 XKR8 ZNF10 ZNF276 ZNF540 ZNF555 ZNF571 ZNF790 ZNF791_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF791_TARGET_GENES ABHD17A ADA BRWD1 BRWD1-AS2 CCN1 CICP12 CMKLR2-AS COX6CP3 CROCCP3 CWC25 CYP1B1-AS1 CYP2D6 DAGLB DAZAP1 DVL2 ENSG00000268655 ETV4 EVA1C FABP5P3 FCHO2 FES FEZ2 FOXP2 GALNTL5 GAPDHP66 GBA1 GIT2 HAPLN2 HEBP2 HNRNPMP2 IGSF21 ITGAL-AS1 KARS1P1 LBX1-AS1 MED21 MTO1 NAPSA NCKAP1L NDUFA6-DT NOL6 NOVA1 NOVA1-DT NR2F1-AS1 OR1X5P PCGF3 PRDM6 RAB11FIP5 RASA4EP RN7SL680P RNA5SP230 RND1 RNU6-859P RPL15P15 RRN3P1 SDC4 SDCBP SNHG30 SRFBP1 STAT6 STX17 STX4 SYF2P2 TRIM15 TSC22D4 TSHZ2 TTC1 USF1P1 WNT8A ZNF827 ZNF7_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF7_TARGET_GENES AAMDC AAR2 ABAT ABCA9-AS1 ABL1 ACAA1 ACADSB ACBD5 ACIN1 ACSL3 ACSL3-AS1 ACSL4 ACTB ACTG1 ACTL6B ADD3 ADGRB3 ADGRL1 ADH4 ADORA3 ADRM1 AFP AIDA AIF1 AK2 AK3P5 AKAP13 AKAP14 ALDH3B1 ALDOC ALK ANG ANKHD1 ANKRD18B ANKRD27 ANKRD53 AOPEP AP2A2 AP3B2 AP4M1 APC2 APLF APOA2 ARFIP2 ARHGAP21 ARHGAP31 ARHGEF16 ARHGEF3 ARHGEF7 ARID1A ARID5B ARL5AP3 ARPP19 ARSF ASAP3 ASB1 ASB3 ASPHD1 ATOSA ATP5MC3 ATP7B AUP1 AZGP1P1 BANP BARHL1 BBS2 BCAR3 BCAT2 BCKDK BICDL1 BIRC7 BMF BRAT1 BRD2 BROX BSN-DT BTBD7 C11orf68 C12orf76 C16orf95 C1GALT1C1 C1QTNF6 C1orf131 C2 C3orf52 C4orf46 C4orf47 C6orf62 C8A CABIN1 CACYBP CACYBPP1 CADM2 CALCRL CAMK2D CBFA2T3 CCDC124 CCDC159 CCDC25 CCDC69 CCDC88A CCPG1 CD2AP CD2AP-DT CDC25C CDC42BPA CDH1 CDK16 CDK5RAP1 CDKL4 CDKN2AIP CDKN2AIPNL CEBPB CENPS CENPS-CORT CENPT CEP164 CEPT1 CFAP57 CFTRP1 CHD1 CHD2 CHGA CHN2 CHRNB2 CHST9 CISD1 CITED4 CLCN4 CLHC1 CLIC1 CLK4 CLPB CLYBL CNOT7 CNPY4 COMMD4P1 COX20 CPAMD8 CPE CPLX2 CPNE8 CSK CSNK1E CSNK2B CTBS CTDSP1 CTNNA1 CTNNA1-AS1 CTNNB1 CTSB CTTN CTTN-DT CTXN2 CTXN2-AS1 CXXC5 CYB5R4 CYGB CYP2C8 CYP2U1-AS1 CYP2W1 DAPK2 DBF4 DBTP1 DDC DDX51 DDX55 DDX56 DET1 DGCR2 DHX16 DHX38 DIO2 DIP2B DIPK1B DIRC3 DISP3 DLC1 DLEU2 DMAP1 DNAJC11 DNM1L DPRXP3 DRAM2 DRAP1 DRD3 DTWD1 DTX4 DUSP19 DYNLT2B DYRK3-AS1 EBAG9 ECHDC2 EEF1A1 EEF1A1P47 EEF1AKMT2 EEFSEC EFCAB13-DT EFEMP2 EFHD1 EGFL7 EIF2D EIF4EBP3 ELK3 ELMO1 ELOVL1 ELP2 EMSLR ENC1 ENDOV ENO1 ENSG00000207002 ENSG00000224090 ENSG00000232995 ENSG00000273523 ENSG00000273828 EPB41L2 EPHA1 EPHX1 EPS8 ERAP2 ESF1 ESPN ETV3 EVI5 EXOC2 EXOC3L1 F10 FABP5P3 FAM135B FAM151A FAM227B FAM53C FAM98B FBLN1 FBXL12 FBXO31 FBXO48 FBXW8 FDFT1 FEM1B FGD4 FITM2 FMN1 FRG1CP FTH1P22 FTL FUT5 G3BP2 GABARAPL1 GAPDH GAPDH-DT GAS7 GBE1 GCFC2 GCKR GCNT2 GDE1 GIT1 GLRA1 GLT8D2 GLUL GM2A GMNN GOLGA8A GOLPH3L GPANK1 GPHN GPR158 GPR19 GPR6 GPR78 GPR89B GRK6 GRM1 GRM2 GSAP GSTA4 GSTCD GTF3C3 GTF3C5 GUCY2C GUSB GVQW3 H2AC7 H2BC7 H4C3 H6PD HAAO HCFC2 HDAC2 HDAC2-AS2 HEBP2 HEG1 HERC1 HERC3 HES1 HEXIM1 HHATL HINFP HIRA HK2 HK2-DT HLA-E HLTF HMGA1 HMGN1P9 HMGXB4 HMOX2 HRCT1 HRH3 HS3ST2 HSP90AA1 HSPA1B HSPA8 HTD2 HTR1A HTR5A HTRA2 ID1 ID2 ID2-AS1 IFI30 IFITM5 IGFBP4 IKZF5 IL1B IL1R1 IL1RAP IMPDH2 INO80B INO80B-WBP1 INTS12 INTS5 IREB2 IRF9 ITGB5 IVD JMJD1C JUND KCNB1 KCNC1 KCNH6 KCNK12 KCNQ1 KCTD20 KCTD6 KDM2B KDM2B-DT KIF13B KIF2A KIF5B KIFC3 KLB KLF11 KLHDC4 KLHL20 KLHL26 KLHL7 KLHL7-DT KLK1 KMT2C KNL1 KRT18P36 LACTB2-AS1 LAMC1 LANCL1 LARP1B LDB1 LEMD3 LGALS3 LHFPL5 LIMA1 LINC00115 LINC00345 LINC00485 LINC00511 LINC00649 LINC00663 LINC00929 LINC01128 LINC01198 LINC01424 LINC01569 LINC01586 LINC01629 LINC01659 LINC01719 LINC01729 LINC01775 LINC01863 LINC01964 LINC02093 LINC02614 LINC02889 LINC02904 LINC02989 LMAN2 LMF1 LNCATV LOC124902847 LRFN3 LRP3 LRRC71 LRTM1 LSM4 LTBP4 LUC7L LUC7L3 LYPLA2 MAD2L1 MAD2L1-DT MAD2L1BP MAN2C1 MANBAL MAP1LC3B MAP3K12 MAP3K6 MAP3K8 MAP7D2 MAPK11 MAPK8IP1 MAPK8IP2 MAPKAP1 MARCHF4 MARCKSL1P2 MAST3-AS1 MAZ MCF2L MCL1 MCM7 MEIS2 MEOX1 METAP2 METTL15 MGAT2 MGAT4A MGST2 MIEF1 MIR1302-3 MIR3142HG MIR3188 MIR375 MIR4437 MIR4754 MIR548H2 MIR7-3 MIR7-3HG MIR7973-1 MIR9-3HG MIS18A-AS1 MLPH MOB1B MPRIP-AS1 MRPL13 MRPL39 MRPL40 MRPL44 MRRF MT1DP MT1E MT1M MTA3 MTBP MTERF2 MTERF3 MTF2 MTFP1 MTMR2 MTPN MTR MXI1 MYBPC1 MYG1 MYO1A MYO1D N4BP1 N6AMT1 NAA35 NCBP2-AS1 NCBP3 NCOR2 NDUFAF1 NDUFAF5 NDUFB4P4 NDUFV2 NEK5 NEMP2 NEMP2-DT NET1 NFIB NFYB NHSL1 NIPA2 NKAIN1 NLE1 NME1 NME1-NME2 NME2 NMRAL1 NOC4L NPLOC4 NPPB NQO1 NQO1-DT NR0B2 NR6A1 NREP NRP1 NRSN2-AS1 NUBPL NUCB2 NUDC NUDCD3 NUF2 NUTF2 OAS1 ODAD2P1 ODC1 ODC1-DT OGDHL OIT3 OPRM1 OR2T11 OS9 OSBP2 OSGEPL1 OSGEPL1-AS1 OSGIN1 OVGP1 P2RX6 PACS2 PAFAH2 PAWR PAXIP1 PBLD PCBP2 PCCA PCDHB5 PCDHGB1 PCK2 PCLAF PDE4C PDE4D PDE8A PDHA1 PDK4 PDSS1 PDXDC1 PEDS1 PEDS1-UBE2V1 PFKFB3 PFN1P1 PGBD5 PGRMC2 PHACTR4 PHF11 PHF3 PHLDA1 PHLDA1-DT PIERCE2 PIF1 PIK3R2 PIK3R3 PIM1 PIM3 PITPNM2-AS1 PITX1 PLA2G6 PLCB2 PLCB2-AS1 PLEKHA3 PLOD3 PNPT1 POU6F2 POU6F2-AS1 PP7080 PPFIA3 PPFIBP1 PPM1N PPP1R37 PPP2R5A PPP4R3B PPWD1 PRDM10 PRKAB2 PRKACA PRLHR PROSER1 PSMA3 PSMD4P1 PTDSS1 PTK2B PTP4A2 PTPRK PTPRN PTPRS PTTG1IP PXMP2 PXT1 PYGB PYURF R3HDML-AS1 RAB3IP RALY RANBP3 RANBP3-DT RBBP4 RBBP6 RBM15 RBM15-AS1 RBM18 RBM23 RBMS3-AS3 RBSN RESP18 REV1 REX1BD RFX2 RGS5 RGS9BP RIMOC1 RIPK1 RMRP RN7SKP245 RN7SKP92 RN7SL1 RN7SL211P RN7SL288P RN7SL346P RN7SL363P RN7SL525P RN7SL556P RN7SL73P RNA5SP104 RNA5SP283 RNA5SP351 RNA5SP473 RNA5SP60 RNA5SP63 RNA5SP89 RNASE4 RND2 RNF111 RNF130 RNF14 RNF186 RNF2 RNF213-AS1 RNU1-1 RNU1-83P RNU4-1 RNU4-2 RNU5E-1 RNU5E-4P RNU5F-1 RNU6-1036P RNU6-1276P RNU6-369P RNU6-431P RNU6-65P RNU6-973P RNVU1-15 RNVU1-19 RNVU1-25 RNVU1-28 RNVU1-6 RNY1P10 ROCK1P1 ROR2 RPH3A RPL13A RPL21P87 RPL22L1 RPL23AP85 RPL24P6 RPL27 RPL36AL RPLP2 RPS27A RPS29 RPS5 RPS6KC1 RRP7A RSF1 RSL24D1 RWDD2B SAP30 SAP30-DT SAR1A SATB2 SCAMP5 SCG3 SCG5 SCGN SCN2A SCRT1 SEC13 SELENOP SERINC5 SERP1 SEZ6 SEZ6L2 SFT2D3 SGK1 SH2D4A SH2D6 SH3BP1 SH3BP2 SH3BP5L SH3YL1 SHF SIAH1 SKIDA1 SLC12A1 SLC16A13 SLC16A3 SLC1A5 SLC22A4 SLC25A10 SLC2A11 SLC35A2 SLC35C2 SLC38A1 SLC39A11 SLC39A3 SLC49A3 SLC66A3 SLC7A2 SLC7A5 SLC9A1 SLC9A3-AS1 SLCO4A1-AS2 SLTM SLX4IP SMAD1 SMAD3-AS1 SMAD5 SMG1 SMG1-DT SMOC1 SMU1 SMUG1 SNAP25-AS1 SNHG12 SNHG5 SNORA16A SNORA70 SNORD118 SNORD12C SNORD13 SNORD3A SNORD50B SNRPB SNRPB2 SNTG1 SNX30 SNX30-DT SORD SOX12 SPACA5 SPAG17 SPARC SPATA5L1 SPON2 SRMP1 SRP72P2 SRRM3 SRSF6 SSBP1 ST18 ST3GAL6 ST6GAL1 STARD10 STAT1 STAT3 STMN3 STRAP STRIP1 STT3A STXBP1 STYXL1 SUCLA2 SUCLG2-DT SUGT1 SUGT1-DT SUPT3H SUZ12P1 SVOP SYNJ1 SYP SYT5 TACC2 TAF1 TAF1A TAF1A-AS1 TAF6 TARDBP TASOR TAX1BP1-AS1 TBC1D2B TBR1 TCF12 TDG TDRD1 TFCP2 TGFBI TGS1 THAP12 TIMM10B TKT TLK2P2 TLR3 TM9SF4 TMCC1 TMCC3 TMEM101 TMEM120A TMEM14C TMEM169 TMEM179 TMEM181 TMEM219 TMEM242 TMEM242-DT TMEM260 TMEM267 TMEM268 TMEM68 TMIGD3 TMOD3 TMX3 TNFAIP8L1 TNIP1 TOP3B TOR1AIP1 TP53I11 TP53I13 TPH2 TPT1 TPT1-AS1 TRAK1 TRAM1 TRIM28 TRIM35 TRIM36 TRIM67 TRIM69 TRIM74 TRIM8 TRIM8-DT TRIP4 TRMT10C TRNAU1AP TSEN15 TSPAN10 TSSK3 TTC23L-AS1 TTI2 TUBGCP3 TVP23B TXNL4A UBE2G2 UBE2SP2 UBL5 UBXN7 UGT2A3 UMODL1 UNC13A UNC80 UQCC6 USP3 USP46 UTP11 UTRN UTS2B VAT1 VDAC1 VGF VPS13C VTRNA1-2 VWC2L WASH2P WDR31 WDR36 WDR5 WDR59 WEE2-AS1 XYLB YIF1A YLPM1 YOD1 YWHAQ ZBTB25 ZBTB38 ZBTB8OS ZCCHC7 ZDHHC1P1 ZER1 ZFAS1 ZMYND11 ZNF133 ZNF148 ZNF165 ZNF182 ZNF280D ZNF329 ZNF343 ZNF385C ZNF444P1 ZNF497-AS1 ZNF56P ZNF593 ZNF707 ZNF805 ZNF815P ZNF843 ZNF846 ZNFX1 ZNHIT1 ZNF816_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF816_TARGET_GENES AARS2 ACYP2 ADAP2 ADPRS ADRA1A ADRM1 AHNAK ALDOA ALG10B ALG5 ALKBH3 ALKBH6 ALOX12B ALOX12P2 ALPK2 ANKRD13A ANKRD40 ANO8 ANXA2R APAF1 APC APOA1-AS AQP4 ARHGAP40 ASXL1 ATP13A4 AURKAIP1 B4GALT5 B4GAT1 B4GAT1-DT BAALC-AS1 BANF1 BAZ1B BDKRB2 BET1L BMP7 BMS1 BPNT1 BRCA1 BRF2 BRINP2 BTG1 BTG1-DT C12orf76 C17orf75 C1orf159 C1orf210 C4orf47 C6orf226 C8orf48 CABP5 CACNA1I CALM1 CAMK2N1 CARS1 CBX4 CBX7 CCBE1 CCDC159 CCDC77 CCDC78 CCNC CCNI CCSER2 CD320 CD81 CDK5RAP1 CEP250 CEP89 CFAP298 CFAP298-TCP10L CFAP45 CFAP69 CFAP74 CHCHD5 CHEK2 CILK1 CLASP1 CLUAP1 COMMD4 COP1 COP1-DT COPS2 COPS7B COX16 COX6A1 CPSF4 CRAMP1 CREM CSTPP1 CTSH CUEDC2 CYP39A1 DAD1 DAPK2 DEDD2 DERL2 DET1 DGAT1 DHDDS DHRS12 DHRS4-AS1 DHX8 DMAP1 DNAAF1 DNM2 DPF1 DPP9 DPY19L2P1 DPY19L2P2 DRG2 DSTYK DUSP14 DUSP5-DT DYNC2I2 DZANK1 ECI1 EDRF1-DT EEF1A1P23 EFCAB5 EFCAB7 EGLN2 EHMT1 EIF1AD EIF4E EMG1 ENPP3 ENSG00000230021 ENSG00000232995 ENSG00000263080 EOLA2-DT EVI5L EXOSC8 FAAP24 FAM53C FAN1 FASTKD5 FAT3 FBXL19 FBXO34 FBXO34-AS1 FEM1A FGD4 FGFR1 FIRRE FIS1 FIZ1 FLRT3 FLT4 FLVCR2-AS1 FRA10AC1 FRMD4A FZD6 GALK2 GBA1 GCAT GDF5 GEM GIN1 GLB1L GLI1 GNAL GNE GORASP2 GPR180 GRHPR GSTCD GTF2H4 GTPBP3 HAGHL HAPLN1 HECTD1 HECTD2 HERC3 HES2 HEXA HEXA-AS1 HIKESHI HIRA HLA-A HLCS HS3ST3B1 HSCB HSDL1 HSPB6 HUWE1 HYAL2 ICA1L IDE IFNAR1 IFT140 IL6R INSYN1-AS1 INTS12 INTS14 IPO13 IPO4 IRAG2 IRF5P1 ITGB3BP ITGB7 JPX KCND1 KCNH3 KCNK1 KDM5A KDSR KIAA0232 KLHDC9 KLHL22 KMT2B KSR2 LAMB2 LCP2 LINC00339 LINC01089 LINC01139 LINC01358 LINC01409 LINC01547 LINC01623 LINC01635 LINC01775 LINC02136 LINC02643 LINC02695 LINC02810 LINC02918 LINC02965 LOC101928924 LRP3 LRP5 LRRC40 LSG1 LTA4H LTBP4 LYPD1 MAFK MAK MAN1C1 MAPK12 MAPK8IP3 MARK2 MBD2 MBL1P MCF2L MCM3AP MCRIP2 MED14 MED23 MED24 METTL26 MFAP4 MICALL2-DT MICU1 MIPOL1 MIR1273C MIR1289-1 MIR1302-3 MIR4638 MIR4674 MIR4736 MIR5087 MIR548AL MIR638 MIR6762 MIS12 MNAT1 MRPL40 MRPL44 MRPL53 MRPL54 MRPS31P5 MT-ND6 MT-TE MT-TT MTCO3P12 MTF2 MTMR9 MTND5P11 MTR MXI1 MYO15B MYO18A NALT1 NBR2 NDUFAF1 NDUFAF4P1 NDUFB7 NDUFS7 NELL2 NFKBIA NIFK-AS1 NKAPP1 NME1 NME1-NME2 NOTCH1 NPLOC4 NR3C1 NUDT21 NUF2 NUP107 NUP107-DT NUP50 NXF1 NXPH3 OGFOD1 OPA1 OSGIN1 OTULIN OTULIN-DT PAFAH2 PCDH12 PCDHGC3 PCLAF PDE1B PDE4A PDE6D PDE8A PDK1 PDLIM2 PELI2 PGM2L1 PHB2 PHF21A PIGM PIGV PIH1D1 PINLYP PKIG PLAT PLCXD1 PLEKHG5 PLK3 PLPP1 POC5 POLR2J3 POLR3B POP4 PPIP5K2 PRDX3 PRKCH PRKG1-AS1 PROSER3 PSMA3 PSMD12 PSMD12P1 PTCD1 PYURF RAB30 RAB30-DT RAB34 RAET1G RASL11A RBBP5 RC3H2 RCAN1 RECQL5 REEP1 REXO4 RFX1 RFX5 RGS20 RGS5 RHEB RHEBP1 RHEBP2 RHOF RIC8A RNA5SP362 RNU5E-4P RNVU1-15 RNVU1-21 RNVU1-34 ROPN1L ROPN1L-AS1 RPL23A RPL27 RPL37 RPL6 RPLP0P2 RPS13 RPS7 RPSAP69 RRAS RTEL1 RTEL1-TNFRSF6B RTN4 SAMD3 SAMD4B SAMD9 SAR1B SDCBP2 SEC16B SEMA4D SERAC1 SESTD1 SETD1B SF3A3 SHLD2P1 SHOX2 SHROOM3 SIPA1L3 SLAMF6P1 SLC12A2-DT SLC22A7 SLC23A2 SLC24A1 SLC33A1 SLC35B2 SLC35G2 SLC4A1AP SLC6A6 SLX9 SMARCD1 SMARCD2 SMG5 SMG7 SMG7-AS1 SMG8 SNRNP27 SPEF2 SPNS1 SRCIN1 SRRM2 SRRT SRSF11 SSBP1 STAG2 STAG2-AS1 STAT3 STIM2 STIM2-AS1 STK16 STK32B STMN3 STRIP1 STRN3 STX16 STX16-NPEPL1 SUOX SUPT3H SUPT5H SUPT7L SVIL SYNJ2BP SYNJ2BP-COX16 SYTL3 TACO1 TAF2 TAP2 TAPT1 TAPT1-AS1 TARS2 TBC1D1 TBC1D19 TBX18 TEFM TFEB THSD1 TIMM22 TIMM29 TIPRL TLCD3B TLE2 TM4SF19-AS1 TMEM132A TMEM168 TMEM200A TMEM242 TMEM242-DT TMEM45A TMEM79 TOB2P1 TOP3B TOR1AIP1 TPST2 TRABD-AS1 TRAF4 TRAF5 TRDMT1 TRIM38 TRIM41 TRIP4 TRPM6 TTC26 TTC29 TTI2 TTPAL TUBGCP2 UBOX5 UFSP2 UNC119 UPF1 UQCC1 UTP11 UTP3 VARS2 VMP1 VPS25 VPS33B VPS33B-DT VPS51 VTA1 VTRNA1-2 VTRNA1-3 VWA3B WDR11 WDR11-DT WDR24 WDR31 WDR36 WDR59 WDR62 WDR70 WEE2-AS1 WIPI2 XRCC1 XRCC6P1 YBEY YIPF2 ZDHHC18 ZMYND19 ZNF131 ZNF221 ZNF233 ZNF282 ZNF286A ZNF286A-TBC1D26 ZNF286B ZNF345 ZNF383 ZNF391 ZNF461 ZNF490 ZNF511 ZNF511-PRAP1 ZNF524 ZNF529 ZNF564 ZNF566 ZNF568 ZNF569 ZNF570 ZNF609 ZNF627 ZNF629 ZNF766 ZNF790 ZNF791 ZNF829 ZNF846 ZNF830_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF830_TARGET_GENES AAR2 ABCD4 ABTB2 ACVR1C AHDC1 AK9 ANO7L1 AP3B2 ARHGEF1 ARHGEF19 ARL14EP ASPSCR1 ATG101 ATG3 ATP6V1D BANF1 BAX BAZ1B BBIP1 BCL2L11 BCS1L BIK BRIX1 C11orf71 C17orf58 C18orf25 C1orf112 C21orf62-AS1 C6orf120 C8orf88 CACYBP CASKIN2 CCDC63 CCDC65 CCNF CCT7 CD2BP2 CDIPT CDIPTOSP CERNA3 CFDP1 CIPC CKAP2 CKAP2-DT CNOT8 CNST CNTROB COG1 COG8 COL9A2 COPS4 COPS9 COX17 COX6B2 COX7A2 CYLD DBIL5P DECR2 DET1 DHX8 DNAAF3 DNAJB11 DNAJC7 E2F6 EEF1AKMT2 EEF1DP6 EIF1AD EIF2S1 EIF3A EIF5 EIF5-DT EIF6 ERCC1 ESR2 FAM177A1 FAM200A FAM83C-AS1 FIG4 FIS1 FOXA3 FUNDC2 G2E3 GAPDH GAPDH-DT GGA1 GLCCI1 GLCCI1-DT GPR160 HDAC8 HES6 HEYL HIBCH HUS1 IFT81 ILK JAG1 JRK KANK3 KDM1A LBHD1 LDHA LINC01023 LINC03021 LRRC47 LRRC59 LTBP4 LZTS3 MAFG MBTPS2 MDC1 MDM4 METTL18 MFSD12 MILIP MIR378D2HG MIR4638 MRPL12 MRPL13 MRPS10 MRPS33 MTBP MUTYH MVB12A MVP-DT NCBP3 NDN NDUFB2 NDUFB2-AS1 NDUFB7 NEK4 NELFE NIP7 NPW NR1H2 PAIP2B PAPLN-AS1 PAXBP1 PCBP2 PCED1A PDE8A PDP1 PFDN5 PGF PGRMC2 PHPT1 PI4KA PLCG2 PLEKHG4 POLQ POLR1G POLR1H POLR1HASP POLR2C POLR3C PPM1D PPP1R13L PPP1R2 PPP4R4 PRADC1 PRPF18 PRPSAP1 PRRT2 PSCA PSMB7 PSMD14 PSMD14-DT PTGR3 RAB2B RAB33B RABGAP1 RAD1 RARA RAVER1 RBM25 RBM7 RFC3 RGS12 RNF115 RNF121 RNF216 RNF32 RPL10 RPL18 RPL32P27 RPL7L1 RPS14 RPS20 RPS7 RREB1 RRP8 RTBDN RTN4RL2 RUFY3 SCYL3 SDR42E1 SEPTIN7 SH2B1 SH3BGRL2 SH3GL1 SHKBP1 SHOC2 SIGIRR SKIC2 SLBP SLC2A4 SLC35A1 SLC35A5 SLC44A1 SLC4A11 SMARCD1 SNAP29 SNHG17 SNHG25 SNORA50C SNORD104 SNORD54 SNRPE SPCS2 SPHK2 SRSF8 SSRP1 STUB1 STUB1-DT STXBP3 SYMPK TACC1 TBC1D12 TBC1D8B TBCCD1 TBPL1 TENT5B TFB2M TFEB THOC1 THOC1-DT TIMM10 TM9SF1 TOE1 TOX4 TPM4 TRIM41 TRIM7 TSEN54 TTC5 UBE2I UBE2Z UBR7 UBXN6 UQCC3 UQCRC2 USP3 VIM VPS16 VRK3 VRTN WDR27 WDR75 WIZ WNT1 XNDC1N XRRA1 YLPM1 ZCCHC4 ZKSCAN1 ZKSCAN4 ZKSCAN5 ZKSCAN8 ZNF142 ZNF16 ZNF197 ZNF197-AS1 ZNF264 ZNF271P ZNF280C ZNF3 ZNF35 ZNF396 ZNF473 ZNF572 ZNF598 ZNF629 ZNF768 ZSCAN12 ZSCAN25 ZSCAN26 ZSCAN30 ZSCAN9 ZNF837_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF837_TARGET_GENES ANO8 CALM1 DANCR EXOSC6 GTPBP3 MIR4449 SNORA26 TOB2 YAP1 ZNF843_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF843_TARGET_GENES AAGAB ABHD2 ACAA2 ACAP3 ACAT2 ACTBL2 ACTR8 ADAP2 ADAT2 ADD3 ADGRL2 ADPRS AGPAT5 AIG1 AK4 ALDH1A2 ALDH1A2-AS1 ALG1 ALG10 ALKBH3 ALKBH3-AS1 ALOXE3P1 AMACR AMPH ANK1 ANKDD1B ANKRD10 ANO8 ANP32B AOPEP AP1G1 AP2S1 APPBP2 APPBP2-DT ARF6 ARHGAP15 ARHGAP24 ARHGAP26 ARHGAP28 ARHGEF1 ARHGEF12 ARHGEF7 ARID1A ARID2 ARID4B ARMT1 ARNT ASAH1 ASAH1-AS1 ASB2 ASB5 ASCC1 ASH2L ASXL3 ASXL3-DT ATAD3A ATF3 ATG5 ATG7 ATOH1 ATP11C ATP1A1 ATP6V0D1 ATP6V0D1-DT ATP6V1H ATP9B ATXN2L ATXN7L1 AURKAIP1 B4GAT1 B4GAT1-DT BACH2 BAX BBX BCAN-AS2 BCKDK BCL9 BDP1 BHLHE22-AS1 BLOC1S1 BMS1 BPTF BRD2 BRPF1 BRWD1 BRWD1-AS2 BRWD3 BTG1-DT BZW1 C15orf61 C19orf47 C1orf21 C1orf21-DT C1orf43 C21orf62-AS1 C2CD5 C6orf136 C6orf226 CABLES1 CABLES2 CACNB3 CACNB4 CACUL1 CACYBP CALM2 CALM3 CAMK2N1 CAPNS1 CAPZA2 CASC18 CASC3 CASTOR3P CASZ1 CAV1 CCAR2 CCBE1 CCDC103 CCDC136 CCDC159 CCDC18-AS1 CCDC192 CCDC59 CCDC8 CCN1 CCNE1 CCNG2 CCT6B CDC14A CDC42EP4 CDC73 CDIP1 CDKN1B CDKN1C CDKN2AIPNL CDKN2C CEBPA CEBPA-DT CEBPG CELF4 CENPU CEROX1 CFAP206 CFAP74 CFDP1 CGA CHCT1 CHD2 CHFR CHFR-DT CHN1 CHTF8 CIC CLASP2 CLASRP CLCN6 CLDN7 CLIC4 CLN3 CLN8 CLPB CLPTM1 CNIH3 CNIH3-AS2 CNOT6 COA1 COG1 COL17A1 COPS7A COQ10A COX5A CREB3L2-AS1 CREM CROCCP3 CSNK1D CSRP2 CTNNB1 CTSA CUEDC2 CWC25 CYP4X1 CYTH1 CZIB CZIB-DT DACH1 DCAF8-DT DDX10 DDX41 DDX46 DDX55 DECR2 DGAT2 DGAT2-DT DGLUCY DISC1 DLC1 DNAI4 DNAJB6 DNAJC18 DNAJC25 DNAJC25-GNG10 DNAJC9-AS1 DNM1L DOC2A DPP8 DPP9 DPY19L2P2 DPY19L3 DPY19L3-DT DR1 DRG2 DST DST-AS1 DTNA DTWD1 DUSP6 DUT DVL2 DYNC1I1 DYNC1I2 DYNC2I2 DZIP1L E2F2 ECH1 ECI1 EDC4 EFCAB14 EFCAB7 EFHB EFHC1 EFNA1 EFNA5 EFTUD2 EIF2B1 EIF2D EIF4E2 ELAPOR2 ELFN1-AS1 ELP3 ELSPBP1 EMX2 EMX2OS ENC1 ENPP3 ENSG00000224865 ENSG00000232995 ENSG00000235480 ENSG00000247416 EPB41 EPB41L4A-AS1 EPHA4 EPRS1 ERAP1 ERBB3 ERC1 ERLIN2 ESPL1 ETV2 ETV4 ETV5 EXTL3 EYA1 FAM168A FAM187A FAM21EP FAM227B FAM228B FAM66B FAN1 FANCA FAT3 FBXO31 FCHSD2 FERMT2 FGD4 FHL1 FLNA FNDC3B FNTA FNTB FOXJ3 FRMD4B FRMD6 FTO FZD1 FZD2 G6PC3 GABARAP GABBR1 GALNTL5 GAPDH GAPDH-DT GAPDHP14 GARNL3 GAS1 GATC GBA1 GDE1 GFRA3 GGPS1 GLA GLI3 GMNN GNAL GNB2 GNG12-AS1 GNGT1 GOLGA3 GOLM2 GPATCH3 GPNMB GPR85 GRK4 GSTCD GSTO1 GTF2H1 GTF2H3 GTF2IP12 GTF2IP20 GTPBP3 GUSBP2 H3-3A H3-3A-DT H4C8 HARS1 HARS2 HBP1 HCFC1R1 HCG17 HDAC2 HDAC2-AS2 HEATR3 HEATR3-AS1 HEPHL1 HEXA HEXA-AS1 HEXIM1 HINT3 HIVEP3 HLA-DMA HNRNPA0 HNRNPAB HNRNPF HNRNPH2 HOOK2 HOTAIRM1 HOXA-AS2 HOXA-AS3 HOXA10 HOXA3 HOXA5 HOXA9 HOXB-AS3 HOXB3 HOXB5 HOXB8 HOXB9 HOXC4 HOXC5 HOXD11 HP1BP3 HPS5 HSP90AA1 HSPA1B HTR3B HUS1 ICA1L IDI1 IGF1R IGF2BP3 IGFLR1 ILF3 ILF3-DT INO80B INO80B-WBP1 INO80C INSM1 INTS12 INTS14 IPO9-AS1 IQCH IQCH-AS1 ISLR2 ISY1 ISY1-RAB43 ITGA7 ITGB3BP JAGN1 JMJD4 JPX KANSL2 KBTBD11-OT1 KBTBD4 KCNB1 KCNIP2 KCNK1 KCNK5 KCTD19 KCTD21 KIAA0319 KIAA2013 KLHDC10 KLHL32 KLRK1-AS1 KPTN KRT13 KRT18P12 KRT19P2 LAMA4 LAMP1 LBX1-AS1 LGI4 LIMA1 LINC00240 LINC00431 LINC00680 LINC00680-GUSBP4 LINC00705 LINC00886 LINC01010 LINC01023 LINC01033 LINC01091 LINC01116 LINC01144 LINC01237 LINC01275 LINC01411 LINC01547 LINC01605 LINC01778 LINC01780 LINC01976 LINC02044 LINC02399 LINC02609 LINC02614 LINC02709 LINC02756 LINC02794 LINC02831 LINC02832 LINC02846 LINC02901 LMF1 LMNB1 LMNB1-DT LMTK2 LRP1B LRP6 LRRC36 LRRC37A5P LRRC59 LSM5 LTBP1 LUC7L3 LURAP1L-AS1 LY6K LZIC MACIR MAGI1 MAGI2 MAGI2-AS3 MAGOHB MALAT1 MAP1LC3B MAP3K5 MAP3K7 MAPK4 MAPK6 MAPK6-DT MARCHF8 MCC MCOLN3 MCPH1-AS1 MCTP1 MDM2 MECOM MED13L MED14 MED23 MED29 MEGF8 MET METAP2 METTL25 METTL9 MGC32805 MIB2 MIER1 MIOS-DT MIR1273C MIR194-1 MIR4512 MIR4530 MIR4727 MIR615 MIR6768 MLEC MMAB MOB4 MPHOSPH9 MPND MPP1 MPP7 MRPL1 MRPL12 MRPL34 MRPS15 MRPS31 MRTFB MS4A8 MTARC1 MTERF4 MTF2 MTFR2P2 MTG1 MTHFR MTND2P17 MTND3P13 MTND4LP24 MTND4P34 MTRFR MTUS1 MVK MXD3 MXI1 MYG1 MYL12A MYL6 MYL6B-AS1 MYO3A MYO5C MYOM2 N4BP1 NAGPA NAPA-AS1 NAV2-AS4 NBPF19 NCAM1 NCBP2 NCBP2AS2 NCOA7 NCOR2 NDC1 NDUFS3 NEAT1 NECAP2 NET1 NEURL2 NEURL4 NFE2L2 NFIA NFIB NIPSNAP2 NKIRAS1 NME1 NME1-NME2 NME5 NMNAT1 NOP14 NOP16 NOSIP NR1H2 NR2F1 NR2F1-AS1 NR2F2 NREP NRIP3-DT NRP1 NSUN2 NTMT1 NUAK1 NUDT18 NUF2 NUP133 NUP133-DT NUS1 NXN OCIAD1 ODAD2 OGDH OSBPL8 OTULIN OTULIN-DT PAF1 PAFAH1B3 PAFAH2 PAQR8 PARK7 PARN PARP6 PAWR PAX6 PAXBP1 PBX1-AS1 PBX3 PBX3-DT PCCB PCDH7 PCGF3 PDCD6P1 PDCD7 PDE4A PDE8A PDXK PDZRN3 PEG10 PEPD PEX3 PGAP1 PGS1 PHC2 PHC2-AS1 PIK3R3 PIM1 PKM PLD3 PLK3 PLPP5 PMAIP1 PNRC1 POC1B POC1B-GALNT4 POLD1 POLR2J3 POLR3E PPCDC PPFIA3 PPFIBP1 PPM1H PPP1CC PPP1R16A PPP2R5C PPP5D1P PRDM6 PRDM6-AS1 PRDX1 PRECSIT PRKAR1A PRKCI PRKG1 PRPF18 PRRG2 PRSS23 PRUNE2 PSMD12 PTBP1 PTPN2 PTPRG PUSL1 PXN PYCR2 RAB2A RAB40C RAB5A RAD51 RAD51-AS1 RAD52 RALGDS RANBP3L RBBP5 RBBP7 RBM28 RCN1 RCOR1 RDUR RERE RESF1 REV1 REV3L REXO4 RFC1 RFTN1 RGMB-AS1 RGS12 RGS16 RGS5 RMND1 RN7SL446P RNF150 RNF217 RNF43 RNU6-1039P RNU6-1109P RNU6-920P RNU7-27P RO60 RPL15 RPL26L1 RPL26L1-AS1 RPL27 RPL36AP8 RPL37 RPL39P40 RPP21 RPS13 RPS15 RPS19 RPS26 RPS27 RPS3A RPS6KA5 RRAS S100A2 S100PBP SAMD4B SART3 SATB1 SAYSD1 SCAPER SCARB1 SCARNA17 SCARNA2 SCAT2 SCN1B SEC13 SECISBP2L SELENBP1 SEMA6A SEMA6D SEPTIN7P13 SEPTIN7P14 SERTAD3 SERTAD4 SETD1A SF3A3 SF3B6 SGCE SH2B3 SIAH1 SIX1 SKAP1 SKIDA1 SLBP SLC11A2 SLC18A1 SLC24A1 SLC25A16 SLC25A37 SLC25A53 SLC30A10 SLC35F1 SLC39A3 SLC44A1 SLC8A2 SLC9A1 SLCO4A1-AS2 SLX9 SMAD1 SMAD4 SMAP2 SMARCD2 SMG1P3 SMG5 SMG7 SMG7-AS1 SMG8 SMG9 SMIM13 SNAP47 SNAPC5 SNHG17 SNHG22 SNORA13 SNRPF SNRPF-DT SNX10-AS1 SOX8 SPINT2 SPNS1 SPOP SRCAP SRD5A1 SREBF1 SRFBP1 SSBP1 SSBP2 SSU72 STAG3L3 STAP2 STAT3 STAT6 STMND1 STRA6 STX18 STX18-AS1 STX6 STX8 SUDS3 SUMF1 SYNCRIP TAGLN2 TASOR TBC1D4 TBC1D5 TBL1X TBL3 TCF3 TCF4 TCP11L2 TEFM TENM3 TENM3-AS1 TFAP2A TGFBI THAP3 THAP8 THOC6 TIGD1 TIPARP TIPARP-AS1 TIPIN TLE2 TLE3 TLE4 TLE6 TM7SF3 TMEM108-AS1 TMEM242 TMEM242-DT TMEM248 TMEM255A TMEM260 TMEM79 TNC TNRC6A TOB2 TOR1A TPM1 TRAF3IP2-AS1 TRDMT1 TRIAP1 TRIM39 TRUB1 TSC22D4 TSHZ2 TSKU TSKU-AS1 TTI2 TXLNB TXNDC11 UBAP2L UBE2S UCHL5 UNC13B USE1 USP3 USP30 USP32 USP35 UTP4 VAV3 VDAC2 VGLL4 VLDLR-AS1 VPS33A VPS51 VTA1 VWA8 WASHC2A WDFY3 WDFY3-AS2 WDR25 WDR37 WDR47 WDR62 WEE2-AS1 WNT5A WTAP WWTR1 XPC-AS1 XPOT YARS1 YBX3 YJU2B YTHDF1 YWHAZ ZBTB20 ZBTB45 ZC3H6 ZCCHC24 ZEB2 ZFP1 ZIC2 ZKSCAN3 ZMIZ1-AS1 ZNF212 ZNF217 ZNF274 ZNF461 ZNF503 ZNF503-AS2 ZNF529 ZNF529-AS1 ZNF555 ZNF608 ZNF674 ZNF674-AS1 ZNF77 ZNF771 ZNF827 ZNF839 ZNF85_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF85_TARGET_GENES ABCB9 ABCD3 ABRACL ACAD8 ACSM3 ACTG1 ADAP2 ALDH1A2 ALG10 ANO8 AP3S2 ARIH1 ASAH2B ASB5 ASXL2 ATP1A1-AS1 ATP1B1 ATP5PBP7 ATXN2 AURKAIP1 BANF1 BCO2 BET1L BFSP1 BMS1 BMS1P4 BMS1P4-AGAP5 C12orf76 C17orf75 C17orf97 C21orf62-AS1 C2orf15 C3orf38 CAPZA2 CCDC77 CCDC9 CDC14A CDC42SE1 CDIPT CDIPTOSP CDK16 CDK5RAP1 CENPL CEP164P1 CFAP298 CFAP298-TCP10L CGGBP1 CIT CLASP1 COX16 CREB5 DARS2 DDX55 DLG2 DMAP1 DMBT1L1 DNAJB7 DNAJC12 DNAJC14 DNAJC25 DNAJC25-GNG10 DOCK5 DPP9 DPY19L4 DRG2 DSTYK DTD2 DYRK1A EEIG2 EFCAB7 EFNB3 EGFR EHBP1 EIF1AD EIF3F EIF4A1 EIF4ENIF1 EIF5 EMC4 ENGASE ENPP3 ENSG00000214708 ENSG00000230021 ETS1 FAM184A FAM186B FAM228B FLT3LG FRA10AC1 GABPB2 GBA1 GFM2 GGA3 GIN1 GLUD1P3 GOLGA7 GRAMD1B GRB2 GSTCD GTF2H4 GTF3A GTF3C5 GTPBP2 GTPBP3 HACD2 HIRA HMGB1 HMGCR HNRNPA1 HNRNPLL HOMER2 HOXC4 HSD17B11 INTS12 INTS14 IPO4 IRF3 IRX6 ITGA2B ITGB3BP JPX KBTBD4 KDELR1 KDM5A KLHDC1 KLHL20 KLHL5 LINC00412 LINC00467 LINC00926 LINC01278 LINC01431 LINC01719 LINC02643 LINC02736 LINC02739 LMAN2 LOC105371430 LRRC37A5P LRRC49 LSG1 LTN1 MAN1B1 MAN2C1 MDM2 MED18 MED23 MEF2C MEGF8 MEST MFSD14B MFSD14CP MID2 MIR4521 MIR5087 MIR6077 MITD1 MLEC MNAT1 MORF4L2 MPP7 MRPL30 MRPL40 MRPL44 MRPS31P5 MTCO3P12 MTERF4 MTIF2 MTMR9 MTND5P11 MTR MYLK-AS1 NABP2 NAPA NAXE NCOR2 NDUFS3 NDUFS7 NFKBIZ NME1 NME1-NME2 NPLOC4 NR1H2 NRCAM NRTN NSA2 NUP54 OCRL OGFOD2 OLFM1 OSBPL9 OSGEPL1 OTUD7B PAIP1 PAXBP1 PCDH7 PCGF2 PCLAF PDCD6P1 PDE4B PDXK PGAP4 PHACTR1 PHIP PI4K2A PIGT PIK3CB PITX2 PKD2L2 PLCXD1 PLOD2 PLPP3 POLDIP3 POLR3B PPIP5K2 PPRC1 PRKCE PSMB4 PSME3 PTCH1 PTPRD-AS1 PURPL PYGB R3HDM2 RAMAC RCAN1 RIC8A RNF181 RNF20 RNU11 RNU5A-1 RNU5F-1 RNVU1-14 RNVU1-21 RNVU1-27 RNVU1-3 RNVU1-30 RPL37 RPS15AP11 RPS7 RPSAP75 RTEL1 RTEL1-TNFRSF6B SAT2 SCP2 SDHAP4 SEC13 SEC22B SEC23IP SELENOH SEPTIN11 SF3A3 SF3B6 SGK1 SHBG SLC11A2 SLC24A1 SLC25A18 SLC33A1 SLC4A1AP SMG5 SMG8 SNX27 SPESP1 SRSF3 STMN3 STX16 STX16-NPEPL1 STX18 STX18-AS1 SUCLG1 SUPT7L SYBU TAF6 TARS2 TASOR2 TBC1D19 TEFM TGS1 THAP10 THYN1 TIAM2 TIPRL TMEM106B TMEM198B TMEM242 TMEM242-DT TMEM41A TMEM68 TMEM79 TMEM82 TNFRSF10B TOR1AIP1 TRIP4 TSPAN10 TTI2 TTK TUBB4BP7 TVP23B UBE2V1 URI1 USPL1 VARS2 VIM VIM-AS1 VPS25 VPS51 WDR11 WDR11-DT WDR24 ZBTB45 ZC3HC1 ZKSCAN2 ZKSCAN4 ZKSCAN8 ZNF221 ZNF224 ZNF227 ZNF302 ZNF490 ZNF566 ZNF566-AS1 ZNF579 ZNF689 ZNF791 ZNF839 ZUP1 ZNF8_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF8_TARGET_GENES AAGAB AARS2 AARSD1 AASDHPPT ABCB8 ABCD3 ABCD4 ABCF2 ABR ACBD5 ACOT13 ACOXL ACP2 ACSL1 ACTA2 ACTN4 ACTR3B ADAR ADAT2 ADGRL2 ADIPOR2 ADNP ADRA1A ADSL AGAP5 AK6 AKR1A1 ALDH3A2 ALDH7A1 ALG10 AMOT ANK3 ANKEF1 ANKRD13C ANKRD46 ANKRD54 ANO8 ANP32A ANXA2R AP3S2 AP4B1 APBA3 APC2 APEX2 APOBEC3C APOBEC3D APOO ARF3 ARHGAP29-AS1 ARHGEF7 ARID1A ARID4B ARID5B ARL5AP1 ARMC5 ARMT1 ARPC1A ARSK ASF1A ASPSCR1 ATAD3A ATE1OSP ATG101 ATG16L2 ATG5 ATM ATP2C2-AS1 ATP6AP1L ATP6V0A2 ATPAF1 ATRX ATXN2L AURKAIP1 B4GALT7 BAZ2A BAZ2B BCCIP BCL2L2 BCL2L2-PABPN1 BCS1L BEND2 BLOC1S1 BLOC1S6 BMP5 BMPR1A BMS1P4 BMS1P4-AGAP5 BOLA1 BOLA3 BOLA3-DT BRD3OS BRD7 BRK1 BRWD3 BSDC1 BTK BZW1 C11orf68 C12orf76 C17orf75 C18orf25 C19orf12 C1orf162 C1orf35 C21orf62-AS1 C2CD5 C2CD6 CA5BP1 CACNB3 CACNG5 CALCRL CAMLG CAND1 CARD8-AS1 CARMN CAV1 CAV2 CBX1 CBX1P2 CBX5 CCBE1 CCDC103 CCDC107 CCDC117 CCDC14 CCDC159 CCDC178 CCDC180 CCDC194 CCDC85B CCDC88A CCDC9 CCDC90B CCDC90B-AS1 CCNB3 CCNO CCNO-DT CCR7 CDADC1 CDC42EP3 CDC42EP4 CDC42SE1 CDC45 CDCA4P2 CDHR3 CDK12 CDK13 CDK5RAP1 CDKN2C CEP126 CEP164 CEP170 CEP72 CFAP276 CFAP298 CFAP298-TCP10L CFAP74 CHD3 CHST11 CIP2A CITED2 CIZ1 CKAP2 CKAP4 CLCN6 CLIC4 CLIP1 CLK3 CLUL1 CMAHP CNBD2 CNIH3 CNIH3-AS1 CNIH3-AS2 CNN3 CNNM2 CNTLN COA4 COL21A1 COL4A1 COL4A2 COL4A5 COL4A6 COMMD10 COMMD4 COPS2 COPS7A CORO1A COX11P1 COX4I1 COX7A2 CRBN CREBL2 CRYM CSDE1 CSRP1 CSTF2T CTNND1 CTNS CTSC CWC25 CWC27 CXXC1 CYP1B1-AS1 CYP4X1 DAB1 DAXX DCAF15 DCDC2B DCLRE1A DCLRE1B DCP1A DDX18 DDX41 DDX55 DENND2B DERL2 DEUP1 DHFR2 DHPS DHRS13 DHX38 DIAPH1 DIO3OS DISC1 DLEU2 DMAP1 DNAJB4 DNAJC25 DNAJC25-GNG10 DNASE1L1 DPH1 DPM3 DPP9 DPY19L4 DRAIC DRAP1 DTD1 DTL DTWD1 DUS1L DUSP22 DUSP6 DXO DYNC2I2 DYNLL1 DYNLL2 DYNLL2-DT DYRK4 DZIP3 E2F7 EBLN3P ECHDC1 EDC4 EEF1D EFCAB7 EFTUD2 EGLN2 EIF1 EIF2B3 EIF2D EIF3D EIF3F EIF5 ELAC1 ELAPOR1 ELOCP32 ELOVL1 EMC8 EML2 ENC1 ENPP3 ENPP4 ENSG00000212187 ENSG00000214942 ENSG00000230021 ENSG00000231252 ENSG00000232995 ENSG00000233230 ENSG00000247416 ENSG00000252923 ENSG00000260288 ENSG00000267058 ENSG00000267448 ENTPD1-AS1 ENTPD6 EP300 EP400P1 EPS15 EPS8 ERLIN2 ERVFRD-1 ERVK3-1 ESF1 ESYT1 ETFA ETS1 EVI2B EVI5 EXOC1 EXOSC3 EYA4 FAF1 FAH FAM136A FAM151B FAM151B-DT FAM187A FAM20C FAM227B FAM86B3P FAS FBXL4 FBXO15 FBXO31 FGF13 FILIP1 FIZ1 FKBP7 FMC1 FMC1-LUC7L2 FMR1 FOCAD FRA10AC1 FRMD4B FUT10 FXYD3 G6PC3 GABPB2 GALE GALK2 GALT GAPDHP31 GAPVD1 GATAD1 GBA1 GCLC GEMIN7 GFM2 GFUS GGACT GGPS1 GINS3 GLS2 GLUD1P3 GLYR1 GNAL GNB2 GNPDA1 GOLGA1 GON4L GOT2 GPA33 GPI GPR108 GPR161 GPR37 GPRC5C GRPEL1 GSTCD GTF2H4 GTF3C5 GTPBP3 H1-2 H3-3B HACD3 HCG9 HDGF HEBP2 HELQ HEMGN HGS HIGD1AP5 HIKESHI HIRA HIVEP3 HLA-F HMGA2 HMGB1 HNRNPA1P37 HNRNPR HSPBP1 HSPD1 HSPD1P21 HSPE1 HSPE1-MOB4 HTR5A HYAL3 ICAM4 IDS IGF2BP2 IGFBP6 IGFLR1 IGHMBP2 IL10RA IL2RB IL5 INTS12 INTS14 INTS4 IPO4 IQCH IQCK IQSEC2 IRAK4 IREB2 ISLR2 ITCH ITGA4 ITGA7 ITGB3BP ITPR1 ITPRIP JMJD1C JMJD4 JPX KAT6A KAZALD1 KBTBD3 KBTBD4 KCNK1 KCTD15 KCTD5 KDM1A KDSR KIAA0513 KIF20B KIF2A KLHDC1 KLHDC10 KLHL11 KLHL20 KNTC1 KPNB1 KPNB1-DT KRAS KRBA1 KRI1 KRT18P68 KRTAP5-14P LAMTOR5 LAMTOR5-AS1 LARS2 LAS1L LDAF1 LGALS13 LINC00486 LINC00620 LINC00649 LINC00868 LINC00963 LINC01068 LINC01411 LINC01535 LINC01547 LINC01703 LINC01719 LINC01775 LINC01981 LINC02136 LINC02293 LINC02340 LINC02341 LINC02846 LINC02890 LINC02896 LINC02941 LINC02953 LONP2 LPCAT2 LPXN LRP1B LRP3 LRRC14B LRRC49 LRRC71 LRSAM1 LSM8 MAD2L1BP MAGOH MAGOH-DT MAN2C1 MAP1LC3B MAP2K5 MAP3K12 MAPK14 MARK4 MARS1 MATCAP2 MAZ MBD1 MBLAC2 MBTPS1-DT MCM3 MCM3AP MCMBP MDC1 MDP1 MEAK7 MED18 MED23 MEGF10 MEMO1 METAP2 METTL16 METTL3 METTL5 MIGA2 MIR1302-3 MIR194-1 MIR4457 MIR4530 MIR4662A MIR4662B MIR4676 MIR4727 MIR4734 MIR5188 MIR5194 MIR548AA2 MIR6090 MIR7-3 MIR7-3HG MIS12 MISFA MITD1 MITF MKNK1 MLEC MMP16 MNAT1 MORF4L1 MRPL21 MRPL30 MRPL40 MRPL44 MRPL54 MRPL57 MRPL58 MRPS14 MRPS18A MRPS18C MRPS31P4 MRPS33 MRPS35 MRTFA MRTFA-AS1 MSL2 MSRB2 MT-RNR1 MT-TA MT-TC MT-TF MT-TN MT-TY MTA3 MTCO3P12 MTF2 MTFR1P1 MTHFR MTIF2 MTMR4 MTR MUC20-OT1 MVB12A MYBBP1A MYH16 MYO19 MYOM2 N4BP3 NAA80 NACA NAE1 NAPG NARS2 NCAM1 NDUFAF4P1 NDUFAF5 NDUFS3 NDUFS7 NDUFV2 NEAT1 NEMP2 NF1 NFIA NFIC NHLRC2 NKAP NLRP14 NME1 NME1-NME2 NME9 NMRAL1 NOC3L NOL12 NOPCHAP1 NPAS3 NPAT NPFFR1 NR1H3 NR2F1 NR2F2-AS1 NR3C1 NRAV NRBF2 NRP1 NRSN2 NRSN2-AS1 NSA2 NSMCE1 NSMCE1-DT NSUN3 NSUN4 NUDCD1 NUDT17 NUDT19 NUDT19-DT NUF2 NUP58 NXPH3 OCEL1 ODAD4 OGT OLIG1 OPTN OR2A1-AS1 ORMDL1 PAAF1 PACSIN1 PAFAH2 PAIP2 PAK4 PAQR4 PARK7 PAX9 PAXBP1 PCBP1-AS1 PDCL2P2 PEX11G PEX13 PEX14 PEX3 PGM1 PHYH PIEZO1 PIFO PIGG PLCB2-AS1 PLCE1 PLD1 PLEKHA6 PLEKHM3 PML PMS1 POLD2 POLDIP2 POLDIP3 POLR2I POLR2KP2 POLR3B POLR3G POMT2 PPM1K PPM1K-DT PPP1R15A PPP1R8 PPP2R2A PPP4R1 PPP6C PPP6R1 PPT1 PQBP1 PRCC PREX2 PRMT5 PRMT5-DT PRPF18 PRPF3 PRSS27 PSAP PSMA6 PSMD9 PSPC1 PTK2 PTPN2 PTPN4 PUS10 PUS7L PWWP2A RAB11A RABEP2 RABGAP1L RAD17 RAD50 RAF1 RAI1 RAI14 RARS2 RBMX2 RBPMS RC3H2 RCC2P4 REEP4 RESF1 RFTN1 RFXAP RGL2 RGN RGS14 RGS5 RHOBTB3 RHOC RIGI RINT1 RMND1 RMRP RN7SKP276 RN7SL100P RN7SL19P RN7SL262P RN7SL278P RN7SL322P RN7SL521P RN7SL819P RNA5S6 RNA5SP117 RNA5SP473 RNA5SP516 RNF224 RNF6 RNU11 RNU4-71P RNU5A-5P RNU5A-8P RNU5B-4P RNU6-1043P RNU6-1107P RNU6-1176P RNU6-142P RNU6-2 RNU6-470P RNU6-535P RNU6-947P RNU7-179P RNVU1-15 ROR2 RPA2 RPL12 RPL12P20 RPL19 RPL21 RPL21P28 RPL27 RPL31P61 RPL32P28 RPL34 RPL34-DT RPL36A RPL36A-HNRNPH2 RPL37 RPL38 RPL3P2 RPL7L1 RPL7P24 RPP40 RPS14 RPS3A RPS4XP20 RPS6KB1 RRAS RSRC2 RSRP1 RTEL1 RTEL1-TNFRSF6B RTL8B RUFY1 RXYLT1 RYK S100A2 S100PBP SAAL1 SCAMP1 SCAND1 SCAPER SCD SCN1A SCN8A SDAD1 SDHDP2 SEC14L1 SEC23IP SEH1L SERPINB6 SERTAD1 SERTAD2 SERTAD3 SERTAD3-AS1 SF3A3 SFSWAP SH2D5 SH3BGRL2 SIGMAR1 SIN3B SIRT7 SKA3 SKIC3 SLC24A1 SLC2A1 SLC33A1 SLC35A1 SLC35A3 SLC35E2B SLC38A6 SLCO5A1 SLX9 SMARCA1 SMARCD2 SMG5 SMG7 SMG7-AS1 SMG8 SMIM14 SMIM14-DT SMIM26 SMIM8 SMPD4P1 SNAP23 SNAP47 SNAP91 SNHG19 SNHG20 SNHG7 SNORD60 SNRNP27 SNRPE SNX1 SPESP1 SPOCD1 SPOP SPRED1 SRCAP SREK1IP1 SRSF3 SS18 SSBP1 SSBP2 SSR3 ST13P16 ST3GAL1 STARD3NL STAT1 STAT6 STING1 STK19 STMN3 STRA6 STRADA STX16 STX16-NPEPL1 SUGT1 SUGT1-DT SUPT5H SYP SYT4 SZRD1 TACO1 TAF15 TAF9 TAFA2 TAMM41 TAOK3 TASOR2 TATDN2 TBC1D19 TBCB TBK1 TBKBP1 TBX18 TCERG1 TCF12 TCF4 TCF4-AS2 TDP2 TEX38 TFEB TGFB1 TGFBR3 TGS1 THAP10 THAP12 THTPA TIMM17B TIMM21 TIMM44 TJP1 TLCD5 TLE6 TM7SF3 TMBIM6 TMC7 TMEM101 TMEM147 TMEM147-AS1 TMEM167B TMEM170A TMEM18 TMEM19 TMEM199 TMEM219 TMEM242 TMEM242-DT TMEM259 TMEM54 TMEM68 TMEM79 TMEM9 TMTC2 TOM1 TOMM20 TOR1AIP1 TPD52L1 TPGS1 TPR TPST2 TRABD TRAF7 TRAM2 TRAM2-AS1 TRIP10 TRMT5 TRPV2 TSFM TSHZ2 TTI2 TTLL1 TTN-AS1 TUBD1 TUBG2 TUBGCP3 TVP23B TXNL4B TYW1 UBB UBC UBE2N UBE3D UEVLD UFD1 UGDH UQCC6 URGCP UROS USP15 USP21 USP3 USP30 USP31 USPL1 UTP3 UTS2B VARS1 VARS2 VDAC2P2 VDAC3 VPS25 VPS26A VPS33B VPS33B-DT VPS51 VRTN VSTM4 WDR11 WDR11-DT WDR36 WDR70 WEE2-AS1 WIPI2 WIZ WNT2B WTAP WWP2 YARS1 YBEY YBX3 YJU2B YWHAQ ZBED6 ZBTB11 ZBTB7B ZC3H10 ZFP1 ZFP30 ZFP91 ZKSCAN3 ZKSCAN4 ZKSCAN8P1 ZNF106 ZNF112 ZNF131 ZNF146 ZNF175 ZNF212 ZNF214 ZNF221 ZNF223 ZNF227 ZNF234 ZNF25 ZNF25-DT ZNF251 ZNF264 ZNF280D ZNF300 ZNF302 ZNF330 ZNF385A ZNF391 ZNF396 ZNF398 ZNF404 ZNF410 ZNF425 ZNF461 ZNF490 ZNF491 ZNF497-AS1 ZNF518A ZNF524 ZNF540 ZNF546 ZNF550 ZNF565 ZNF566 ZNF568 ZNF571 ZNF575 ZNF582 ZNF582-DT ZNF585A ZNF585B ZNF607 ZNF609 ZNF644 ZNF721 ZNF790-AS1 ZNF791 ZNF81 ZNF821 ZNF829 ZNHIT3 ZSCAN16-AS1 ZSCAN20 ZSCAN22 ZSCAN25 ZSCAN9 ZYG11A ZNF92_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZNF92_TARGET_GENES AARS2 ABCA7 ABCB9 ABHD14B ABR ABTB1 ACOT8 ACP7 ACTA2 ACTN3 ACTN4 ACTR10 ACTR3B ACVR1 ACY1 ADAMTS14 ADAMTS18 ADAMTS9-AS1 ADAMTSL4 ADAMTSL5 ADAP2 ADAT3 ADCY1 ADGRB2 ADGRG1 ADGRG6 ADORA1 ADORA2A ADPRH ADTRP AHCY AIFM3 AK1 AK8 AKNA AKR1C3 AKR1C7P AKT1 AKT2 ALDH1A1 ALDH3B1 ALDH7A1 ALDH8A1 ALDOA ALK ALKBH1 ALOX5 ALPL AMPD3 ANAPC1 ANAPC15 ANAPC5 ANKRD18B ANKRD18DP ANKRD24 ANKS1B ANKS6 ANPEP ANTXRL ANXA3 AOAH AOPEP AOX1 APBA3 APBB2 APC2 APOBEC3B APRT ARAF ARF1 ARHGAP27 ARHGAP40 ARHGAP45 ARHGEF1 ARHGEF10L ARHGEF15 ARHGEF16 ARHGEF19 ARID3A ARIH2 ARMH1 ARMH4 ARPC4 ARPC4-TTLL3 ARSI ARVCF ARX ASAH1 ASAP1 ASPHD1 ASS1 ASXL1 ASXL2 ATAD1 ATE1 ATF7IP ATG16L1 ATG4D ATIC ATP13A2 ATP2C2 ATP5F1A ATP5F1D ATP5MC1 ATP6V0E2 ATP6V1G1P6 ATPAF1 ATXN1 ATXN1-AS1 AXL AZIN2 B3GNT3 B4GALT1-AS1 B4GALT4 BAIAP2 BAIAP2L2 BBC3 BBOX1-AS1 BCAN-AS2 BCAS4 BCL11B BCL7A BCL9L BCS1L BEGAIN BHLHE22-AS1 BHLHE40-AS1 BMP7 BMPR1B BPIFB3 BRAP BRD2 BSN BTBD19 BTBD9 BTG2 BTG2-DT BZW1 C11orf68 C17orf99 C19orf25 C1QTNF5 C1QTNF8 C1orf167-AS1 C2orf72 C2orf88 C3 C3AR1 C4orf48 C5orf64 CA9 CAB39L CACNA1A CACNA2D4 CACNG5 CACTIN CAD CADPS CALD1 CALM1 CALM3 CAMK1G CAND2 CAPN12 CAPN2 CAPZA1P3 CARHSP1 CARHSP1-DT CASTOR1 CASTOR3P CATIP-AS1 CATSPER1 CBLN3 CBR1-AS1 CBX1P3 CCDC117 CCDC12 CCDC159 CCDC178 CCDC194 CCDC22 CCDC71 CCDC78 CCDC85C CCL2 CCN5 CCNQ CD276 CD81 CDC25B CDC42BPG CDC42EP2 CDC42EP4 CDC5L CDH23 CDH4 CDH6 CDK19 CDK9 CDRT4 CDV3 CEACAM19 CELF5 CELSR1 CEMIP CENPU CEP295NL CERCAM CERKL CES3 CFAP119 CFAP157 CFAP45 CFAP57 CFAP69 CFAP73 CFL1 CGB5 CGB8 CHCHD10 CHDH CHN2 CHRD CIDECP1 CIITA CLEC19A CLK3 CLMN CLSTN1 CMTM8 CNGB1 CNIH3 CNN1 CNN2 CNOT8 CNPY4 CNTD1 CNTN2 COA4 COASY COL14A1 COL16A1 COL17A1 COL27A1 COLGALT1 COQ8B CORO1C COX11 COX17P1 COX6CP5 CPA5 CPEB4 CPHL1P CPNE2 CPNE7 CPSF1 CRACR2B CRB2 CREB5 CREBRF CREM CRISPLD2 CRK CROCC CRX CRYBA4 CSF2 CSF3R CSRNP1 CST6 CTDP1 CTDP1-DT CTDSP1 CTIF CTSA CTSD CUTC CUX1 CXXC5 CYB5B CYB5R3 CYGB CYLD CYLD-AS1 CYP46A1 CYTH4 DAB2IP DAP3 DCTPP1 DDB1 DDX23 DDX54 DECR1 DEGS2 DENND2B DENND3 DENND3-AS1 DESI2 DHCR24 DHRS13 DHRS3 DHX16 DHX37 DIAPH2 DIO2 DKK3 DLGAP1-AS1 DMGDH DNAH11 DNAI4 DNAJB12 DNAJC17 DNAJC6 DNHD1 DNM2 DNMT1 DOCK2 DOCK7 DOCK7-DT DOK4 DOLPP1 DPF1 DPP3 DPP3-DT DPP7 DPP9 DPPA2P4 DRAM1 DRAP1 DTL DUSP10 DVL3 DYSF EARS2 EBF3 ECE1 ECH1 ECHDC2 EDEM3 EEF1A1P32 EEFSEC EEIG1 EFCAB12 EFHC1 EFNB3 EGFL7 EHBP1L1 EHD2 EIF2B2 EIPR1 ELANE ELFN2 ELN-AS1 ELOVL1 ELOVL6 EMC2 EMID1 EML1 EML3 EMP1 EMX2OS ENC1 ENSG00000229425 ENSG00000230649 ENSG00000232900 ENSG00000235978 ENSG00000238594 ENSG00000239093 ENSG00000243062 ENSG00000244998 ENSG00000246130 ENSG00000250803 ENSG00000256884 ENSG00000257545 ENSG00000259200 ENSG00000267082 ENTPD4 ENTPD4-DT EPHB3 EPN3 EPOP EPS15 EPS8L1 ERAS ERBB3 ERCC1 ERCC5 ERGIC1 ERVK13-1 ESAM ETV4 EVA1B EVA1C EWSAT1 EXD3 EXOC7 EXOSC7 EYA2 F2RL1 FAH FAM110A FAM114A2 FAM174B FAM174C FAM193B FAM193B-DT FAM220A FAM3D-AS1 FAM83G FBLN2 FBN3 FBXL19 FBXO17 FBXO2 FBXO21 FBXO44 FBXW2 FBXW4 FCGRT FCHO1 FERMT3 FGFR1 FGFR4 FHAD1 FIBCD1 FIBIN FILIP1L FLII FLNB FLRT3 FOCAD FOXA3 FSCN1 FSD1 FSIP1 FSTL5 FURIN FXN FXYD5 FZD4 FZD4-DT G2E3 GADD45B GALE GALNT10 GALNT6 GAMT GANC GARIN1B GAS7 GATAD2A GBA1 GCC2 GCNT2 GCSIR GDF15 GDPD5 GEM GEMIN4 GFER GFI1B GFPT2 GLP2R GMDS GMFG GNA15-DT GNAI2 GOLGA1 GOLGA3 GORASP1 GOT1-DT GOT2P2 GP9 GPATCH2 GPBP1L1 GPN2 GPR107 GPR137 GPR161 GPR17 GPR199P GPR35 GPRIN1 GPX8 GRAP2 GRB10 GRB7 GRIN3B GRK3-AS1 GRK6 GTF2E1 GTF2F1 GTF2H4 GTF2IRD1 GTF3C1 GTPBP3 GUF1 H3P14 HACD4 HAGHL HAPLN4 HAPSTR1 HDAC1 HENMT1 HEXD HGFAC HGSNAT HIC1 HIPK4 HIRIP3 HJV HLA-DPB1 HM13 HM13-AS1 HMCN2 HMG20B HMGA2-AS1 HNRNPA1P32 HNRNPA2B1 HPD HPN HPN-AS1 HPS1 HPS4 HSD11B1L HSD17B2-AS1 HSF4 HSPA12A HSPB1P2 HSPB7 HTR6 ICAM1 IER5 IFI27 IFI30 IFIT2 IFITM9P IFT122 IGSF21 IL12RB1 IL1RAP IL20RB IL21R IL31RA IL7R IMMP2L INCENP INF2 INPP5B-AS1 INTS6-AS1 IQCE IQSEC1 IRF2BP1 ISM1 ISOC2 ISYNA1 ITGA1 ITGA2B ITGA3 ITGB4 ITGBL1 ITIH4 ITK ITPKB-AS1 KANK2 KANK3 KANSL1 KANSL1-AS1 KANTR KCND1 KCNIP1-OT1 KCNJ5-AS1 KCNN1 KEAP1 KHDRBS3 KIAA0319 KIAA0930 KIAA1671 KIAA1755 KIF12 KIF15 KIF16B KIF19 KIF3A KISS1 KISS1R KLC3 KLF11 KLHL17 KRT15 KRT42P KRT7 KRTAP5-AS1 KSR1 KSR2 KXD1 LAG3 LASP1 LCP2 LCTL LDLRAP1 LFNG LGR6 LIFR LILRB1 LIMK2 LIMS1 LINC00051 LINC00323 LINC00339 LINC00407 LINC00427 LINC00592 LINC00595 LINC00598 LINC00620 LINC00649 LINC00824 LINC00852 LINC00857 LINC00963 LINC00974 LINC01068 LINC01096 LINC01132 LINC01213 LINC01234 LINC01270 LINC01470 LINC01503 LINC01567 LINC01633 LINC01775 LINC01778 LINC01897 LINC01909 LINC01936 LINC02028 LINC02140 LINC02206 LINC02298 LINC02323 LINC02447 LINC02749 LINC02777 LINC02874 LINC02884 LINC02909 LINC02911 LINC02971 LINC03000 LINGO1 LIPG LITAF LMNA LMNTD1 LMTK3 LNCRNA-IUR LNX1 LOC101929494 LONP1 LOXL1 LOXL4 LPP LPP-AS2 LRP8 LRRC25 LRRC34 LRRC43 LRRC4C LRRC8D LSM3P4 LSP1 LSR LST1 LUCAT1 LZTS3 MACROD1 MAD1L1 MAFK MAGED2 MAGI2-AS3 MAMDC2 MAMDC2-AS1 MAML2 MAN1C1 MAP1S MAP2K3 MAP3K11 MAP4K2 MARCHF10 MARK4 MAST3 MBLAC1 MCC MCFD2 MDFI MDGA1 MDS2 MEAF6P1 MEF2B MEG9 MEGF8 MEGF9 MEIS3 MELTF MEMO1 METTL13 METTL14 METTL14-DT MFNG MFSD12 MFSD4A MFSD4B MFSD4B-DT MIA MIDEAS MIDN MIEF1 MIOS-DT MIR1238 MIR1302-7 MIR137HG MIR23A MIR23AHG MIR27A MIR3181 MIR3189 MIR345 MIR3619 MIR365BHG MIR3681HG MIR378E MIR4259 MIR4273 MIR4276 MIR4300HG MIR4425 MIR4487 MIR4497 MIR4672 MIR4725 MIR4734 MIR4767 MIR548AW MIR583HG MIR589 MIR6089 MIR6745 MIR762HG MIR8060 MIR99AHG MIRLET7BHG MKNK2 MLH1 MLLT1 MMP2 MPRIP MRPL34 MRPL53P1 MRTFB MRTO4 MSANTD3 MSN MT2A MTCH2P1 MTCO1P2 MTF1 MTFP1 MTHFSD MTMR9LP MTND3P2 MTND4LP2 MTND4P2 MTURN MVB12A MYL6B MYLK MYO15A MYO15B MYO18A MYO1B MYOM2 N4BP2L2 NAA35 NAE1 NAIP NATD1 NAV2 NAXE NBL1 NCAN NCKAP5-IT1 NCOA6 NCOR2 NDST1 NDUFA3 NDUFA3P3 NDUFA6 NDUFB10 NDUFB7 NDUFS5 NDUFV2 NEDD1 NEDD4L NEK6 NELFA NELFB NEMF NES NFIC NFYC NHSL1-AS1 NIFKP9 NINJ2 NIPAL4-DT NIPSNAP1 NKAIN4 NKD1 NKILA NLRP1 NLRP14 NLRX1 NMNAT1 NMRK2 NMT1 NOL4L-DT NOTO NPHP4 NR2F6 NR5A1 NR6A1 NRXN1 NRXN3 NT5C2 NT5DC3 NTRK1 NUAK2 NUCB1 NUCKS1 NUDT21 NUP153 NWD1 NXPH3 NYAP1 OAS3 OCEL1 OGG1 OLMALINC OPA3 OPRL1 OR4E2 OSBP2 OSBPL10 OSGIN1 OSM OTUB1 OVOL1 P2RX5 P2RX5-TAX1BP3 P2RY6 PABIR1 PABPC1 PACS2 PACSIN1 PACSIN3 PADI2 PADI4 PAK4 PALM PARP15 PASK PAX5 PBX1 PC PCBP1-AS1 PCDH1 PCDH12 PCNX1 PDE2A PDE4A PDE4B PDE4C PDE7B PDGFRB PDLIM1 PDLIM4 PDLIM5 PDLIM7 PDXP PDZRN3 PEAR1 PELATON PELI3 PEPD PES1P2 PEX13 PEX14 PEX5 PGK1 PGLS PGPEP1 PHC2 PHETA2 PHF19 PHF7 PHLDA2 PHTF1 PHYH PHYHD1 PHYHIP PIANP PIDD1 PIGBOS1 PIK3R2 PIM3 PKD2L2 PKD2L2-DT PKMYT1 PKN1 PKP3 PKP4P1 PLA2G4C PLA2G6 PLAAT3 PLAC9P1 PLAGL2 PLAUR PLCD1 PLCXD2 PLD3 PLD4 PLEKHA6 PLEKHA7 PLEKHB1 PLEKHG2 PLEKHG5 PLEKHG7 PLEKHM1 PLIN3 PLOD1 PLPP1 PLPP3 PLXND1 PMCH PMEPA1 PMVK PNP PNPLA5 PNPLA6 POLD4 POLDIP3 POLE2 POLM POLQ POLR1G POLR2F POLR3K POM121 PPARGC1B PPEF1 PPIA PPM1H PPP1R10P1 PPP1R13L PPP1R14B PPP1R14B-AS1 PPP1R14BP2 PPP1R1A PPP1R7 PPP1R9A PPP2R2A PPP2R2C PRCD PRDM11 PRKACA PRKAG2 PRKAR1B PRKCD PRKD2 PRKRIP1 PRLR PRMT1 PRMT9 PROC PROSER2 PRR15 PRR16 PRR22 PRR29 PRR5 PRR5-ARHGAP8 PRRT3 PRSS27 PSMB3 PSMD13 PSMF1 PTK2 PTK6 PTPA PTPN1 PTPRA PTPRS PTPRU PTRHD1 PUM3 QDPR QKI QPCT RAB14 RAB27A RAB35-AS1 RAB3IL1 RAB42P1 RABGGTA RAC1 RAC2 RAD21 RAI1 RANBP17 RANBP9 RAPH1 RARB RARS1 RASAL1 RASGRP2 RASL10A RASL12 RASSF8-AS1 RBM20 RBM47 RBMS1 RBMS3 RBMS3-AS3 RBPMS RBX1 RCOR3 RDH13 RELB RERE REX1BD REXO1 RFFL RGL2 RGR RGS19 RGS3 RHBDF1 RHBDL1 RHOBTB2 RHOF RILPL2 RIN2 RIN3 RIPK1 RITA1 RMND1 RN7SKP140 RN7SL181P RN7SL261P RN7SL328P RN7SL449P RN7SL636P RNA5SP180 RNA5SP276 RNA5SP305 RNA5SP505 RNASEH2B RNF14 RNF220 RNF40 RNF44 RNH1 RNLS RNU2-63P RNU2-72P RNU4ATAC11P RNU5A-1 RNU6-1066P RNU6-1271P RNU6-16P RNU6-383P RNU6-545P RNU6-560P RNU6-664P RNU6-777P RNU6-810P RNU6-815P RNU6ATAC18P RNU7-124P RNU7-140P RNU7-88P ROBO4 ROM1 RPA1 RPL10P12 RPL12P25 RPL13AP27 RPL13P2 RPL15P22 RPL18 RPL27A RPL29P6 RPL35AP6 RPL39P38 RPL39P40 RPL6P28 RPL7L1 RPL9P21 RPS15AP30 RPS18 RPS25P3 RPS26P28 RPS27AP7 RPS4XP20 RPS6KL1 RPSAP75 RSPH14 RSRC1 S1PR4 SAFB SAMD11 SAMD14 SAMD4B SASH1 SATB1-AS1 SCAMP4 SCAND3 SCFD1 SCHIP1 SCML1 SCN8A SCNN1A SCUBE1 SCUBE1-AS1 SDC3 SDC4 SEC23IP SELPLG SEMA3F SEMA4A SEMA4B SEMA4F SEMA6B SEPTIN2 SEPTIN5 SEPTIN9 SEPTIN9-DT SERBP1P1 SERINC5 SETD1A SETDB2 SF3A2 SFI1 SGSM1 SH2D2A SH2D3A SH2D5 SH3BP1 SH3BP2 SH3KBP1 SHD SHFL SHKBP1 SHOX2 SIGLEC1 SIPA1L3 SIRPA SIRT1 SIRT3 SIRT6 SIX3 SIX3-AS1 SLAMF8 SLC12A4 SLC15A3 SLC16A3 SLC22A18 SLC22A5 SLC23A1 SLC25A20 SLC25A29 SLC25A34-AS1 SLC25A37 SLC25A42 SLC29A3 SLC2A1 SLC2A1-DT SLC30A3 SLC35E1 SLC36A4 SLC38A10 SLC39A12 SLC39A3 SLC43A1 SLC44A4 SLC4A11 SLC4A3 SLC4A5 SLC6A6 SLC7A10 SLC7A6 SLC7A7 SLC8A1-AS1 SLC8A2 SLC8B1 SLC9A5 SLCO4A1 SLF2 SMAD3 SMAGP SMARCC2 SMCO4 SMUG1P1 SMYD4 SNAP23 SNAPC2 SNHG5 SNN SNORA63 SNORA70G SNORD13 SNRNP25 SNX19 SNX29 SOGA1 SPAG1 SPATA17 SPATA2 SPATA20 SPATA3-AS1 SPEG SPG21 SPHK2 SPINT2 SPOCD1 SPPL2C SPRY4-AS1 SPRYD7 SPSB1 SPTBN2 SPTLC1P1 SRC SRCIN1 SRP14-DT SRPK1 SRRD SRRM2 SRXN1 SSBP3 SSC5D SSUH2 ST6GALNAC6 STAP2 STARD10 STARD3NL STARD4-AS1 STARD9 STAT6 STH STING1 STK10 STK17B STK40 STRA6 SUB1 SUCLA2 SUGCT SUPT4H1 SUSD3 SWSAP1 SYMPK SYNGR3 SYNPO SYPL1P2 SYT3 SYT8 SYTL1 TAF6 TAF6L TAGLN TATDN2 TBC1D10A TBCEL TBX6 TCEA1 TCF3 TCOF1 TCP11 TCTN3 TDRD10 TEAD1 TECPR2 TEDC1 TEDC2 TEFM TEK TESC TESC-AS1 TEX38 TFB1M TFCP2L1 TFEB TG TGFBI TGFBR2 TGFBR3L THUMPD2 TIGD1 TIGD2 TINAGL1 TJP2 TJP3 TKFC TKT TLE5 TLE6 TLK1 TM4SF1 TM4SF1-AS1 TM6SF1 TMC6 TMC8 TMCC2 TMED10 TMED7 TMED7-TICAM2 TMEFF1 TMEM119 TMEM120A TMEM125 TMEM143 TMEM151A TMEM161A TMEM200B TMEM229B TMEM240 TMEM35B TMEM40 TMEM53 TMEM59L TMEM87A TMEM9 TMEM91 TMEM98 TMEM9B TMEM9B-AS1 TMPRSS6 TMUB2 TNFAIP8L1 TNFRSF18 TNIK TNIP1 TNKS TNPO2 TNS1 TOB1-AS1 TOGARAM2 TOR1AIP2 TOX2 TP53RK-DT TPM4 TPRA1 TPRG1 TPST2 TRAC TRAF4 TRAK1 TRAPPC3 TRAPPC9 TRIB3 TRIM26 TRIM32 TRIM59 TRIOBP TRMT1 TRMT61B TRPM1 TRPM6 TRPV4 TSC1 TSPAN18 TSSC4 TTC17 TTC39A TTI2 TTLL3 TTLL5 TTLL7 TTN-AS1 TTYH2 TUB TUBA1C TUFM TULP1 TXN TXNDC12 TYK2 UBA1 UBE2CP2 UBE2L5 UBE2Q1 UBE2V1 UBFD1 UGCG UNC13D UPP2 UQCR11 URAHP USP3-AS1 USP35 VAMP5 VARS2 VASN VMP1 VPS13D VPS37D VSTM2L VSTM4 VTRNA2-1 VWA8-AS1 WARS1 WASF2 WDR38 WDR73 WDR83 WHRN WIPF2 WNT4 WNT5A XPO1 XRRA1 YBX1P5 ZBTB20-AS1 ZBTB47 ZBTB47-AS1 ZC3H14 ZCCHC18 ZDHHC12 ZDHHC12-DT ZDHHC16 ZDHHC24 ZDHHC3 ZFAND4 ZFYVE19 ZFYVE28 ZGLP1 ZMIZ1 ZNF234 ZNF24 ZNF275 ZNF474 ZNF514 ZNF536 ZNF550 ZNF579 ZNF606 ZNF628 ZNF668 ZNF71 ZNF737 ZNF746 ZNF839 ZSCAN25 ZSCAN18_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZSCAN18_TARGET_GENES ARHGAP24 ATP5MF ATP5MF-PTCD1 BRWD3 CABIN1 CALM3 CASC3 CCN1 CDC42EP4 CNTNAP2 CPSF2 DCP1A DHX33 DHX33-DT DRG2 FCHSD2 GBA1 GOLM2 GSTCD INTS12 JPX KAT6A KDM1A KLHDC9 LINC01119 LINC01132 LINC02960 MIR5188 MTF2 NDUFB1 NOP16 PPP5D1P PPP6R1 PTCD1 RBFOX2 RNF220 RNU11 SMAP2 SMARCD2 SMG7 SMG7-AS1 SNHG7 SRFBP1 STAT6 STX6 TCF3 TSEN15 UBC ZKSCAN2 ZSCAN21_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZSCAN21_TARGET_GENES AATBC ABCD4 ACBD7 ADAM22 ADAP2 ADAR ADD3 ADD3-AS1 ADGRG1 ADRA1A AGK AGK-DT AHCYL1 AHNAK AHSA1 AJUBA AJUBA-DT AKIRIN2 ALDH1A2 ANGEL2 ANKRD13C ANO6 ANO8 ANP32E ANXA2 AP3S2 APBA3 APC2 ARHGEF18-AS1 ARID2 ARID5B ARNT ARSK ASCC1 ASH1L ATP2B4 ATP6V1G2 ATP6V1G2-DDX39B BACH1 BAG4 BBS4 BBX BIN1 BRF2 BRWD1 BRWD1-AS2 C10orf88 C1orf220 C6orf226 C6orf58 CAPZA2 CASC3 CBFA2T2 CCDC192 CCDC90B-AS1 CCNB1IP1 CCNC CCNI CD58 CD8A CDADC1 CDC42EP1 CDC42EP4 CDK5RAP1 CDKL1 CDKL3 CEBPG CENPH CENPK CENPL CEP112 CEP57L1 CFAP206 CFAP410 CFAP52 CFAP74 CFDP1 CHN1 CLASP2 CLCN3 CLN8 CLSPN CMTR1 CNIH3 CNN3-DT COA1 COL4A5 COL4A6 COQ10A COQ8A COQ8B COX15 COX16 CPEB4 CPSF2 CSNK1D CSNK1E CTDNEP1 CTNNA1 CTNNA1-AS1 CUL2 DARS2 DCAF8-DT DCP1A DDX54 DEPTOR DMAC2L DMAP1 DNAAF4 DNAAF4-CCPG1 DNAAF9 DNAH6 DNAJB12 DNAJB4 DNAJB6P3 DNAJC28 DRG2 DTWD1 DYM DYNC2I2 DYSF ECH1 EFCAB11 EHD1 EIF3J EIF3J-DT ELOA-AS1 ELP3 ELP5 EML2 ENAH ENSG00000232995 ENSG00000246465 ENSG00000247416 ENSG00000250041 ENSG00000267260 EPB41L4A-AS1 EPC1 EPC1-AS1 ERGIC1 ETFA EXOSC3 EXTL3 FAAH2 FAM111B FAM133B FAM184A FAM199X FAM227B FASTKD5 FBXL9P FIS1 FNTA FRA10AC1 FRAS1 FRG1HP FRMD4A FUS GADD45G GALNT2 GBA1 GEMIN6 GEMIN8P4 GLI3 GNAL GPHN GPR85 GPR89A GPR89B GSTCD GTF2H4 GTF3C5 GTPBP3 H2BC12 H2BC18 H2BC26 H3C9P HDGFL3 HEXIM1 HIRIP3 HLA-DQA1 HMGB1 HOXB-AS3 HOXB3 HP1BP3 HRK HSDL2-AS1 HTR3A IDH1 IDH3B IDH3B-DT IFNGR1 IGSF3 IKBKE IL17RA IL17RD INO80E INPP4B INTS12 INTS14 INTS2 IRAIN JMJD1C JPX KAT6A KCNK1 KDM1A KDM4A KDM8 KIAA1191 KIAA1958 KIF12 KLHDC3 KLHDC9 KLHL20 KLRK1 KPNA1 KRBA1 KRBA2 KRT75 KRT80 LAMC1 LAMP1 LAMTOR5 LAMTOR5-AS1 LBX1-AS1 LGI4 LINC00240 LINC00431 LINC00921 LINC01003 LINC01547 LINC02832 LINC02985 LIX1L-AS1 LMBR1 LOC124901296 LRP6 LSM1 LSM11 LZTS3 MAML3 MAP1A MAP2K5 MAP3K21 MAP4K3-DT MAPK14 MAST4 MATCAP1 MAZ MBTPS2 MCPH1-AS1 MCTP1 MDM2 MEA1 MGLL MICALL1 MIR1302-3 MIR3143 MIR7974 MRPL1 MRPL22 MRPL39 MRPL54 MSANTD3 MTF2 MTMR9 MYL6 MYL6B-AS1 MYO5C NACA NBPF1 NBPF19 NBPF25P NBPF3 NCAM1 NCL NCOA6 NCOR2 NDUFAF1 NDUFB1 NDUFS7 NFIA-AS1 NFKBIL1 NOG NOP16 NPRL3 NRP1 NSL1 NSRP1 NTMT1 NUF2 NUFIP2 NUP214 NUP43 OAT PARP1 PBX1 PCAT19 PCDH1 PCDHB2 PDCD6IP PDE7B PDS5A PDXK PFKFB4 PFKM PHF3 PHF8 PIK3R1 PIKFYVE PISD PKNOX1 PLCXD2 PLEKHA8P1 PLEKHG2 PLEKHM1 PLEKHM3 POC1B POC1B-GALNT4 PPFIBP1 PPP4R1L PPWD1 PRC1 PRDX1 PREX2 PRKD3 PRKD3-DT PRR14 PSMD10 PSTK PTTG1 PURB QKI RALGDS RANBP3L RANBP9 RAVER2 RBFOX2 RBM15 RBM28 RBM39 RBM8A RCAN1 REX1BD RFTN1 RGS5 RHOBTB3 RHOC RINT1 RITA1 RMND5B RND2 RNF150 RNF220 RNF24 RNF43 RNU1-6P RNU2-17P RNU6-859P RNU7-27P RNVU1-31 RPL27 RPL37 RPLP1 RSBN1 RWDD2B RXFP4 S100A2 SBK1 SCAND3 SCARNA2 SEMA6A SESN1 SF3A3 SFT2D3 SGSM1 SH2D5 SH3D21 SH3PXD2B SHF SIAH1 SKIC3 SLC11A2 SLC12A2 SLC12A2-DT SLC22A4 SLC24A1 SLC25A37 SLC44A1 SLC46A3 SLC9A1 SLF1 SLU7 SLX9 SMAD7 SMAP2 SMG7 SMG7-AS1 SNHG30 SNORA13 SNORD12C SNX10-AS1 SOD1 SOD1-DT SOGA3 SORBS2 SPAG9 SPATA2 SPEG SPINT2 SRFBP1 SRSF5 SRSF7 SSBP1 STAT6 STX1B STX8 SUGT1P3 SULF1 SULT1A1 SUMF1 SUV39H2 SYCP2 SYNPO2 TARS2 TASOR2 TATDN3 TBC1D13 TBPL1 TDP1 TEDC2-AS1 TEFM TENT5B TGFBR2 THADA THAP8 TIGD6 TIMM17A TLCD5 TLK2 TMBIM4 TMCC2 TMEM161A TMEM167B TMEM167B-DT TMEM191A TMEM191B TMEM208 TMEM248 TMEM255A TMEM50B TNRC6B TNS2-AS1 TOB2 TOP3B TOR1AIP1 TP53BP1 TP53BP2 TPTE2P5 TRAF4 TRDMT1 TRMT1 TSC22D4 TSHZ2 TTI2 TTLL7 TXNDC15 UBOX5 USP30 USP4 USPL1 VARS2 VPS33A VRTN VTA1 VTRNA1-3 VWA8 VWA8-AS1 WDR26 WDR62 WDR83 WDR83OS WEE2-AS1 WTAP WWTR1 ZBTB8B ZC3H7A ZFAS1 ZFP30 ZKSCAN2 ZKSCAN3 ZMPSTE24 ZMPSTE24-DT ZNF114 ZNF136 ZNF263 ZNF30 ZNF30-AS1 ZNF302 ZNF326 ZNF391 ZNF408 ZNF501 ZNF540 ZNF566 ZNF585B ZNF608 ZNF624 ZNF790 ZNF827 ZNF850 ZNF865 ZNFX1 ZSCAN23_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZSCAN23_TARGET_GENES ANKRD54 APOO ARF6 ARVCF ASCC1 ATP6V0E1 BCL11B BRWD1 BRWD1-AS2 CASC3 CCDC192 CCT6B CEP95 COQ3 CPSF2 CTNNB1 CUL4A DDX5 DNAH2 DRG2 EBF1 EFCAB7 EGLN2 ENPP3 ENSG00000247416 FTCD GADD45B GBA1 GXYLT2 HEXIM1 IGF1R ITGB3BP JOSD1 LAMP1 LINC00431 LINC00933 LINC01132 LINC01275 LINC01775 LINC02202 LRP6 LY6K MCM7 MED23 MIR194-1 MMAB MRPL39 MRPS31 MRPS31P4 MTF2 MTFR2P2 MVK NCAM1 NDUFB1 NR2F1 PCID2 PPP2R5C RNU6-2 RNU6-859P RNVU1-14 RNVU1-15 SLC39A3 SLC3A2 SMARCD2 SMG7 SMG7-AS1 SNHG11 SPAG4 SSBP2 STAT6 STX6 TBPL1 TMEM101 TMEM242 TMEM242-DT TMEM248 TMEM255A TMEM259 UBE2Q2P1 VPS51 WDR11 WDR11-DT XKR8 ZCCHC24 ZNF335 ZNF629 ZNF839 ZSCAN26_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZSCAN26_TARGET_GENES CITED1 INPPL1 LYPD1 RAB1A RUVBL1 ZSCAN2_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZSCAN2_TARGET_GENES AADACP1 ABCC3 ABCD2 ABHD2 ACAA1 ACADM ACKR2 ACSL6 ACTN4 ACTR10 ACTRT3 ACYP2 ADAT2 ADGRF4 ADK AFG3L1P AGT AHSG AIMP1 AK6 ALDH3A2 ALG2 ALG5 ALKBH5 AMBP AMBRA1 AMT AMZ2 ANAPC7 ANGPTL8 ANKLE2 ANXA9 AOC4P AP1G2 AP3M1 APEX1 APIP APOA1 APOA2 APOC3 APOH ARF6 ARHGAP11A ARHGAP11A-DT ARHGAP11B-DT ARL1 ARMC8 ARSB ASGR1 ASPSCR1 ATG13 ATOSA ATP5MG ATP6AP1-DT ATP6AP1L ATP6V1C1 ATRAID AXDND1 BABAM2 BAG6 BATF BAZ2B BCKDHA BDH1 BICRA BICRA-AS2 BLCAP BNIP1 BOLA1 BRF1 BRPF1 BTK BTNL12P BUD31 C12orf29 C12orf4 C17orf80 C19orf38 C19orf48P C1QTNF6 C2orf42 C3 C4BPB C6orf52 C6orf62 C6orf89 C8A C9orf43 CA12 CACTIN CAPRIN1 CAPZA2 CARMIL1 CASP4 CCDC103 CCDC115 CCDC150 CCDC43 CCDC77 CCL20 CCN5 CCNB1IP1 CCNL1 CCNO CCNO-DT CCT4 CDC25C CDC73 CDK5RAP1 CDK5RAP2 CDKN2AIP CELSR1 CENPA CENPBD1P CENPC CENPI CENPL CEP350 CEP44 CEP76 CES1 CFAP107 CFAP45 CFAP95 CFAP95-DT CFB CHASERR CHD8 CHMP3 CHN2 CHROMR CLASP1 CLHC1 CLIC1 CLRN2 CLTC CMSS1 CMTR1 CNPY2 CNPY2-AS1 CNTRL COA6 COA6-AS1 COASY COG4 COL18A1-AS2 COMMD1 COMMD7 COMT COX7A2L COX7C CPLX2 CPVL CROCCP2 CS CSPP1 CTDSP1 CTR9 CYB5A CYP1A1 CYP4F12 DARS2 DBR1 DCAF11 DCLRE1A DCTN1 DDX23 DDX31 DDX39B DDX39B-AS1 DDX47 DDX60 DECR1 DECR2 DENND10 DGAT1 DGKZ DHRS2 DHX29 DLC1 DMXL1 DNAAF10 DNAAF3 DNAJB13 DNAJC5B DNAL4 DNMT1 DNMT3A DNMT3B DNPEP DOCK6 DOK7 DPEP2 DPH6 DPH6-DT DSCAM-AS1 DTNA DYNC1LI2 DYNC1LI2-DT DYNC2I2 DZANK1 DZIP1 EDEM2 EEPD1 EFNA1 EFNB1 EFTUD2 EHD1 EIF2S2P5 EIF2S3 EIF4ENIF1 EIF4H EMC1 ENSG00000170846 ENSG00000187951 ENSG00000212229 ENSG00000228697 ENSG00000233461 ENSG00000239137 ENSG00000253196 ENSG00000255585 ENSG00000256442 ENSG00000260288 ENSG00000267288 EPRS1 ERC1 ERCC1 ESPN ETV4 EXOC3L4 EXOSC5 EXOSC8 EXT1 F2 FABP1 FAM104A FAM120AOS FAM133B FAM13A FAM162A FAM178B FAM187A FAM222B FAM3B FAM53C FARS2 FARSB FBXO27 FBXO39 FBXO8 FGA FGGY FGL1 FIS1 FKBP1A FKBP4 FKBP7 FLOT1 FMN1 FOXN3 FRA10AC1 FUT5 FXN G6PC1 GABPB1-AS1 GADD45GIP1 GALK1 GARS1 GARS1-DT GDAP2 GDF15 GEMIN4 GEMIN7 GGA3 GGCTP1 GGNBP2 GHITM GLB1 GLE1 GLRX2 GLT8D1 GLTPD2 GLUD1P3 GOLGA5 GORAB GORAB-AS1 GOSR2 GOSR2-DT GPBP1L1 GPR160 GPRC5C GPX1 GRB7 GREB1 GSTZ1 GTF2B GTF3C3 GTF3C4 H1-2 H1-4 H1-5 H2AC11 H2AC13 H2AC14 H2AC17 H2AC20 H2AC21 H2AC5P H2AC6 H2AC7 H2AC8 H2BC11 H2BC13 H2BC14 H2BC15 H2BC17 H2BC18 H2BC21 H2BC3 H2BC4 H2BC6 H2BC7 H2BC8 H2BC9 H3C12 H3C2 H4C1 H4C11 H4C12 H4C16 H4C2 H4C3 H4C4 H4C5 H4C8 HADHA HADHB HAL HARBI1 HAVCR2 HCG27 HDAC8 HECTD3 HEY2 HISLA HMBOX1 HMCN1 HMGCR HMGCS1 HMGXB3 HMOX2 HNF1A HNMT HNRNPLL HOXA-AS2 HP HPN HPR HS1BP3-IT1 HS2ST1 HSD17B2 HSD17B3-AS1 HSPA1B HSPA8 HSPA9 HSPH1 HYAL3 ICE1 IER3-AS1 IFT43 IGF1R IGSF23 IL1RN IMP4 INHA INHBE INTS5 INTS9 IPO13 IQCG IRGQ IRS1 ISG20 ITFG2-AS1 ITK JAG1 JMJD4 KANSL3 KAT2B KCTD3 KDM1A KIAA0319 KIAA0586 KIF5B KLHDC10 KLHDC2 KLRK1 KRR1 LAPTM4B LARP7 LBX2-AS1 LDLRAD4 LFNG LINC00663 LINC00886 LINC00963 LINC01016 LINC01101 LINC01124 LINC01293 LINC01588 LINC01770 LINC01820 LINC01843 LINC01881 LINC02237 LINC02340 LINC02363 LINC02428 LINC02747 LINC02832 LINC02918 LINC03037 LINC03064 LMAN2 LMBR1 LNCATV LONP2 LPCAT3 LRMDA LRP10 LRR1 LRRC40 LSM5 LYRM4 LYSMD1 LYZ MACC1 MACF1 MAPKAP1 MAPKAPK5 MAPKAPK5-AS1 MARCHF7 MARK4 MATCAP2 MBD5 MBNL2 MDP1 MED18 MED27 MED29 MED7 MEPCE METTL7A MGC32805 MGME1 MGP MGST2 MIA3 MIGA1 MIR1302-4 MIR205HG MIR22HG MIR3189 MIR378A MIR4259 MIR4437 MIR4645 MIR497HG MIR5684 MIR5695 MIR5707 MIR6811 MIX23 MKRN2 MNAT1 MOGAT1 MOGAT3 MON2 MRM1 MRPL11 MRPL3 MRPL38 MRPL45 MRPL9 MRPS35 MRPS35-DT MRPS5 MRPS7 MRTO4 MSMO1 MST1P2 MTND4P7 MTREX MUTYH MYOF N4BP2L2 NAA80 NANOGP1 NAP1L1 NAT10 NCAM2 NCLN NCOR1 NDC1 NDUFA10 NDUFA4 NEK2 NELFA NEU1 NFE2L2 NHLRC2 NHLRC3 NHP2 NIF3L1 NIT2 NKD1 NKX3-2 NKX6-1 NLRP7P1 NME1 NME1-NME2 NME6 NMRAL1 NOP53 NR0B2 NR1D1 NRDE2 NRP1 NSMF NSUN2 NSUN5 NUCKS1 NUDT13 NUFIP2 NUP205 NUP85 NVL NXN OARD1 OAZ3 OBSL1 OCLN ORC4 OSGEP PAF1 PAK1IP1 PAWR PCBD2 PCBP1 PCBP1-AS1 PCF11 PCGF5 PCK1 PCLO PCM1 PDAP1 PDE12 PDHX PDZK1 PEBP1 PES1 PEX3 PFDN5 PGC PI4KB PIGK PIN4 PKDCC PKLR PLSCR4 PNO1 POLE3 POLR2E POLR2K POLR3F POMT2 POR POT1 POU2AF1 PPIL3 PPP1R12B PPP1R37 PPP1R3D PRDM10 PRKAB1 PRKCI PROSER1 PRRC2C PSMA1 PSMB1 PSMC3 PSMD1 PSMD12 PSMD14 PSMG2 PTCD2 PTGES2 PTGES2-AS1 PUS10 R3HDM1 RAB29 RAB31 RAB42 RABGAP1L RABGGTB RABL2A RABL2B RACK1 RAD17 RAD51AP1 RAD51B RAD52 RAPGEFL1 RARA RASSF4 RBBP5 RBKS RBM23 RCC1L RDH10 REXO1 RGN RGS17P1 RHOBTB3 RN7SL621P RNA5SP21 RNASE11 RNF139 RNF139-DT RNF25 RNF43 RNU11 RNU2-63P RNU4-2 RNU5B-1 RNU5D-1 RNU6-563P RNU6-745P RNU6-781P RNU6-813P RNVU1-27 RO60 RPL18 RPL21 RPL23 RPL23AP7 RPL23AP82 RPL35A RPL36A RPL36A-HNRNPH2 RPL37A RPL37A-DT RPL39P40 RPL39P5 RPL7 RPL7L1 RPL7P30 RPL7P41 RPN1 RPRD1B RPS10 RPS10-NUDT3 RPS12 RPS20P25 RPS23 RPS24 RPS27A RPS27L RPS29 RPS2P32 RRAGC-DT RRBP1 RREB1 RRP7A RWDD1 RXYLT1 SARM1 SART1 SART3 SCARNA2 SCNM1 SCRIB SEC11C SEC24A SEC24D SEC61B SELENOF SELENOP SEMA3C SEPSECS SEPSECS-AS1 SEPTIN7P2 SEPTIN7P3 SEPTIN8 SERBP1 SERPINA1 SERPINA10 SERPINA11 SERPINB9P1 SETD1A SETD4 SF3B3 SFSWAP SGSH SH3YL1 SKP1 SLC16A7 SLC25A19 SLC25A21 SLC25A30 SLC25A53 SLC26A11 SLC30A6 SLC30A6-DT SLC35A1 SLC35B1 SLC35E3 SLC38A11 SLC39A11 SLC44A2 SLC45A4 SLC51B SLC5A6 SLCO2A1 SLCO2B1 SLCO4A1 SLCO4A1-AS1 SLX4IP SMAD3 SMAD7 SMARCAL1 SMARCE1 SMC2 SMG1 SMG1-DT SMG1P2 SMG1P5 SMG6 SMIM2-AS1 SMLR1 SNAP47 SNF8 SNHG32 SNHG7 SNORA14B SNORA21 SNORD101 SNORD118 SNORD45C SNORD48 SNORD95 SNRNP35 SNRPF SNRPF-DT SNX5 SORBS3 SORT1 SP5 SPATA4 SPCS1 SPHK1 SPHK2 SPRED2 SRD5A1 SREK1 SRI SRRM5 SRSF11 SSUH2 ST13 ST3GAL1 ST8SIA4 STAM STAM-DT STAM2 STARD10 STAT6 STC2 STK36 STK40 STT3B STXBP5-AS1 SUCLG1 SUDS3 SUGP2 SULT6B1 SUN2 SUPT16H SUPV3L1 SYCE2 TACR1 TAF1 TAF6L TAF9 TANK-AS1 TAOK3 TBCK TBL1X TBP TBX2-AS1 TELO2 TF TFF1 TGFBI THADA THSD4 TIA1 TIMM22 TIMM9 TJP1 TLE3 TM4SF1 TM4SF1-AS1 TM9SF1 TMCO4 TMED1 TMED10 TMEM106A TMEM109 TMEM109-DT TMEM147 TMEM147-AS1 TMEM41A TMEM69 TMPPE TNS1 TOE1 TOMM20 TOMM20L TOMM20L-DT TOMM40 TOP2A TPRKB TRAP1 TRIB1 TRIM41 TRMT11 TSN TSNAX TSNAX-DISC1 TTC3 TTC30B TTC33 TTC8 TTLL9 TXNP5 TXNRD2 UBE2I UBE2K UBQLN1 UBQLN1-AS1 UCHL5 UFM1 UGGT1 UGT2B10 UGT2B27P UPF2 UPF3B UROD UTRN UVRAG UVRAG-DT VAC14 VARS1 VAX2 VDAC2 VKORC1 VMP1 VNN3P VPS26A VPS45 VPS50 VSNL1 VTI1B VTN VWA7 WDR3 WDR47 WWC1 XPNPEP3 XRCC1 XRN1 ZBED3-AS1 ZBTB25 ZBTB6 ZC4H2 ZFAND4 ZFAT ZFHX3 ZGRF1 ZKSCAN3 ZNF112 ZNF131 ZNF165 ZNF169 ZNF184 ZNF224 ZNF227 ZNF234 ZNF235 ZNF285 ZNF321P ZNF335 ZNF343 ZNF354B ZNF37A ZNF37BP ZNF383 ZNF565 ZNF56P ZNF576 ZNF585B ZNF609 ZNF782 ZNF79 ZNF81 ZNF813 ZNF83 ZNF891 ZRANB2 ZRANB2-DT ZRANB3 ZSCAN5A ZSCAN5A-AS1 ZZEF1 ZSCAN30_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZSCAN30_TARGET_GENES AAAS AARS2 ABCC5 ABHD12 ABHD13 ABHD14A ABHD14A-ACY1 ABHD14B ABHD6 ABI2 ABL2 ACACB ACAT2 ACIN1 ACTB ACTN1 ACTN1-DT ADAMTS3 ADAMTS7P4 ADAMTSL5 ADAP2 ADAR ADCK5 ADCY9 ADD2 ADGRL1 ADGRV1 ADIPOR1 ADNP ADPGK ADPRHL1 ADPRS ADRA2C ADSS1 AFF1 AFF3 AFG3L1P AGAP3 AGK AGK-DT AHSA2P AIF1L AIG1 AKAIN1 AKR7A2 AKT2 ALDH1A2 ALDH1L1 ALDH1L2 ALDH7A1 ALG1 ALG5 ALG6 ALKBH3 AMOTL1 AMOTL2 ANAPC4 ANK3 ANK3-DT ANKLE2 ANKRD16 ANKRD2 ANKRD20A4P ANKRD40 ANKRD63 ANKS1B ANKS3 ANO8 ANTKMT ANXA11 ANXA5 AP2A2 AP3B1 AP3M2 AP3S2 AP4E1 AP5S1 APC2 APP APP-DT ARF1 ARFGAP3 ARFRP1 ARHGAP12 ARHGAP22 ARHGAP28 ARHGAP28-AS1 ARHGAP29-AS1 ARHGAP44 ARHGAP45 ARHGDIA ARHGEF11 ARHGEF12 ARHGEF28 ARID1A ARID2 ARL5A ARL8B ARMC10 ARNT ARRDC1 ASAP2 ASB3 ASB6 ASF1A ASPSCR1 ASS1 ATAD2B ATG13 ATG14 ATIC ATL1 ATP11A ATP11B-DT ATP13A3 ATP13A3-DT ATP13A4 ATP1B3 ATP6V0C ATP6V1H ATP8B1-AS1 ATPAF1 ATR ATXN1 ATXN1-AS1 ATXN2L AURKAIP1 AUTS2 AXIN2 AZIN1 B3GALT4 B3GALT9 B3GLCT B4GALT4 B4GALT7 BACH2 BAIAP2L1 BARHL1 BASP1 BASP1-AS1 BATF3 BAZ2A BBIP1 BCAP29 BCAR1 BCAR3 BCCIP BCL11B BCL7A BCOR BCYRN1 BDKRB2 BDNF-AS BEND3 BEND6 BETALINC1 BICD1 BICDL1 BIVM BMI1 BMP8A BMP8B BMPR1A BMS1 BMT2 BNIP3 BOLA3 BOLA3-DT BPTF BRD3 BRD3OS BRF2 BSCL2 BTBD1 BTG3 BTK BTNL9 C10orf88 C11orf24 C11orf68 C11orf80 C15orf39 C16orf95-DT C17orf67 C17orf75 C18orf21 C2orf88 C3orf80 C4orf36 C5orf24 C7orf25 C7orf50 C8orf33 C8orf88 C9orf163 CABIN1 CABLES1 CACNB3 CAD CALCOCO1 CAMK1 CAMK2G CAMLG CAPN14 CAPN2 CAPN5 CAPRIN1 CARD19 CARHSP1 CARHSP1-DT CBFB CBX3P2 CBX3P4 CBX4 CCAR2 CCDC102A CCDC103 CCDC106 CCDC112 CCDC144BP CCDC159 CCDC57 CCDC7 CCDC88C CCDC88C-DT CCNJ CCNL1 CCT6B CD55 CD63 CD63-AS1 CDC20B CDC25C CDC42EP4 CDC42SE1 CDC42SE2 CDH23 CDIP1 CDK10 CDK14 CDK17 CDK5RAP1 CDKN1A CDKN2AIPNL CDRT15P3 CDT1 CEBPA CEBPA-DT CELF2 CELSR1 CENPBD1P CENPC CENPU CEP57L1 CEP89 CERCAM CERS6 CFAP206 CFAP410 CFAP52 CFAP77 CFDP1 CGN CH25H CHCHD4 CHCHD6 CHD3 CHFR CHMP7 CHRNA3 CHROMR CHSY1 CHTF18 CILK1 CIRBP CISD3 CITED2 CIZ1 CKAP4 CLASP2 CLCN2 CLCN7 CLIP2 CLK3 CLN6 CLOCK CLPB CLPTM1L CLTB CLUH CMTM7 CNOT6 CNP COBLL1 COG2 COIL COL13A1 COL14A1 COL19A1 COMMD1 COMMD2 COMT COMTD1 COPS5 COPS7B COPS9 COQ5 COQ8B CORO2B CORO7 CPQ CPSF1 CRBN CRK CRLF3 CRTC1 CSNK1G2 CSNK1G3 CSPP1 CST3 CSTB CT62 CT66 CT75 CTBP1 CTBP1-DT CTBP2 CTCF CTCF-DT CTNNAL1 CTNNB1 CTR9 CTSB CTU2 CUL4A CUX1 CYB5R3 CYBRD1 CYFIP2 CYREN DBNDD2 DCAF17 DCAF8-DT DCK DCP1A DCUN1D2 DDHD2 DDI2 DDX1 DDX11L10 DDX11L5 DDX18 DDX23 DDX50 DDX51 DDX55 DECR2 DEDD DEF8 DEK DENND10 DENND6A DENND6A-DT DESI2 DGCR8 DGKE DHFR DHRS13 DHRS3 DHRS7 DHX30 DHX8 DICER1 DICER1-AS1 DIDO1 DLC1 DLEU2 DLST DLX6 DMAC2L DMAP1 DMGDH DNAAF5 DNAAF8 DNAJC11 DNAJC2 DNAJC5 DNAJC6 DNLZ DNM1 DNMT3A DNMT3B DNPH1 DOC2A DOCK5 DOCK6 DOCK7 DOCK7-DT DOCK8 DONSON DPH5 DPH5-DT DPH7 DPP9 DPY19L1 DPY19L4 DRAP1 DSC3 DST DSTYK DTNB DUS1L DUSP13 DUSP16 DUSP22 DYNC1I2 DYNC2I2 DYRK1A E2F3 EBF3 EDC4 EEA1 EEF1A1P23 EEF1D EEF2K EEFSEC EFCAB14 EFNB1 EFR3B EFTUD2 EGFEM1P EHD3 EIF2B5 EIF2B5-DT EIF3E EIF3F EIF3G EIF4E2 EIF4ENIF1 EIF5 ELAC1 ELAPOR2 ELAVL1 ELAVL2 ELDR ELL3 ELOA-AS1 ELOVL6 EME2 EML3 EMX2 EMX2OS EN2 EN2-DT ENC1 ENGASE ENPP3 ENSG00000223446 ENSG00000223969 ENSG00000232995 ENSG00000247131 ENSG00000254718 ENSG00000261798 ENSG00000268403 ENSG00000280424 ENTPD1-AS1 EP400 EPB41 EPB41L3 EPB41L4B EPCAM EPHA3 EPHA4 EPHA8 ERC1 ERCC6L2 ERCC6L2-AS1 ERI1 ERLEC1 ERLIN1 ERN1 ESYT1 ETV3 EWSR1 EXD2 EXD3 EXO5 EXO5-DT EXOSC3 EXOSC6 EZR FAAH FAAP24 FABP5P3 FADD FADS3 FAM118A FAM133B FAM169A FAM174C FAM187A FAM193A FAM200B FAM228B FAM3C FAM43A FAM47E FAM53C FAM66C FASN FASTK FAXC FBH1 FBRS FBXL13 FBXL17 FBXL21P FBXL3 FBXL5 FBXO22 FBXO34 FBXO34-AS1 FBXO45 FBXO9 FBXW2 FER1L6-AS1 FGF19 FGF9 FGFR1 FHAD1 FHL2 FKBP4 FKBP5 FLOT2 FLT4 FOSL1 FOXB1 FOXC1 FOXD3-AS1 FOXK2 FOXN3 FOXRED2 FRA10AC1 FRG1 FRG1-DT FRMD5 FRS3 FSTL3 FTCDNL1 FUT10 FXN FXR1 FZD1 FZD4 FZD4-DT FZD5 G2E3 G6PD GABPB1 GABPB1-AS1 GABPB2 GALNT16-AS1 GALNT2 GAN GARRE1 GARS1 GARS1-DT GAS8 GASAL1 GASK1A GATA2 GATA2-AS1 GATC GCFC2 GCLC GCLM GCN1 GCSH GDNF GDNF-AS1 GEMIN7 GEMIN8P4 GFER GFM1 GFM2 GFPT1 GFRA3 GFUS GIN1 GINS4 GK5 GLDC GLI3 GLIDR GNAI1 GNAL GNB2 GNB4 GNG12-AS1 GNG3 GOLGA3 GPATCH2L GPLD1 GPNMB GPR12 GPR137C GPRC5B GRAMD1C GREB1L GREB1L-DT GRIK4 GRK2 GRM8 GSE1 GSTCD GTF2H4 GTF2IP12 GTF3C3 GTPBP3 GUSB H1-0 H2BP2 H3-3A H3-3A-DT H4C4 H6PD HACD1 HAPSTR1 HARBI1 HCFC1 HDDC2 HDGF HEBP2 HEG1 HELZ HERPUD2 HERPUD2-AS1 HES6 HEXA HEXA-AS1 HEXB HEXD HEY2 HIC1 HIF1A-AS3 HINT3 HIVEP2 HLA-DQA1 HLTF HMG20A HMGA2 HMGB1 HMGN4 HNRNPR HOXA-AS3 HOXB3 HOXB9 HOXD11 HOXD8 HPS1 HS3ST3A1 HSDL2-AS1 HSF2BP HSPA12A HSPD1 HSPE1 HSPE1-MOB4 HSPG2 HTR5A HTR7 IBA57 IBA57-DT ID2 ID2-AS1 ID4 IDH1 IDH1-AS1 IDH2 IDH2-DT IFFO2 IFI6 IGF2BP2 IGF2BP3 IGFL4 IGHMBP2 IKBKG IKZF3 IL12A-AS1 IL17RC IL18R1 ILDR2 IMPA2 IMPACT IMPDH1 INCA1 INF2 ING2 ING2-DT INHCAP INPP1 INPP4B INPP5A INPP5B-AS1 INPPL1 INSR INTS1 INTS10 INTS12 INTS6 INTS6-AS1 INTU IPO5 IQGAP2 IQSEC1 IRAIN IRF1 IRS4 IRS4-AS1 ISLR2 ISM1 ISOC1 ITFG2-AS1 ITGB5 ITM2B ITPK1 ITPR3 ITSN2 IZUMO4 JADE1 JAKMIP1 JAKMIP1-DT JAKMIP2 JMJD1C JMJD4 JMJD8 JPX JUND JUP KAT14 KAT2B KAT6A KCNC4 KCNC4-DT KCNH1 KCNH1-IT1 KCNJ2 KCNJ2-AS1 KCNMA1 KCNQ5 KCTD15 KCTD18 KCTD6 KCTD7 KCTD8 KDM3B KIAA0232 KIAA0319L KIAA1958 KIF1C KIF26B KLF6 KLHL17 KLHL9 KLLN KMT2A KMT2C KMT5B KRBOX5 KRR1 KRT8 L2HGDH LACTB2-AS1 LAGE3 LAMP1 LARGE1 LARP1B LASP1 LATS2 LCP2 LEF1-AS1 LEMD2 LEPR LEPROT LGALSL LGALSL-DT LGR5 LHPP LIG4 LIMCH1 LIMD1 LIMD2 LIN7C LINC00327 LINC00667 LINC00680 LINC00680-GUSBP4 LINC00963 LINC01033 LINC01140 LINC01159 LINC01315 LINC01359 LINC01385 LINC01547 LINC01719 LINC01775 LINC01780 LINC02029 LINC02093 LINC02166 LINC02593 LINC02709 LINC02762 LINC02846 LINC02934 LINC02939 LINC02960 LINC02980 LINC02981 LMBR1 LMF2 LMO2 LOC100505915 LOC101929566 LOXL1-AS1 LPIN1 LRFN2 LRIG3 LRIG3-DT LRP6 LRRC37A3 LRRC37B LRRC49 LRRC8C LRRC8C-DT LRRD1 LSG1 LSM14A LSM14B LTBP3 LTV1 LUC7L LUZP1 LY6K LYPLA1 LZIC MACF1 MAFA MAFG MAGEF1 MAILR MALT1 MAML3 MAN2A2 MANEAL MAP3K21 MAP3K4 MAP4K4 MAP4K5 MAP7-AS1 MAPK10 MAPK4 MAPK8 MAPK8IP1 MAPK8IP2 MAPKAPK3 MARCHF10 MARCHF3 MARCHF8 MARCKSL1P2 MARF1 MARK4 MARVELD2 MAU2 MAZ MBNL3 MBTPS2 MCFD2 MCM3AP MCMBP MCUB MDM2 MED14 MED23 MEF2C MEF2C-AS1 MELTF-AS1 MEMO1 METTL15 METTL21A METTL5 METTL8 METTL9 MFSD1 MFSD6 MGAT1 MGAT5B MIB2 MICU3 MIDEAS MIER2 MIF4GD MIF4GD-DT MILIP MINAR1 MINCR MINDY2 MINDY2-DT MIOS MIOS-DT MIR1302-3 MIR153-1 MIR1538 MIR193A MIR29B2CHG MIR3188 MIR3190 MIR31HG MIR3613 MIR3663 MIR4500HG MIR4515 MIR4634 MIR4672 MIR4674 MIR5188 MIR615 MIR661 MIR7977 MIR9-3HG MIRLET7BHG MKNK2 MKRN1 MKRN2 MLXIP MMP15 MNS1 MNT MOB3A MOB4 MON1A MPHOSPH9 MPP7-DT MREG MRO MRPL12 MRPL21 MRPL38 MRPL39 MRPL4 MRPL58 MRPS12 MRPS17 MRPS31 MRPS31P5 MRPS34 MRPS6 MSANTD2 MSANTD2-AS1 MSH3 MSX1 MT2A MTERF3 MTERF4 MTF1 MTF2 MTFMT MTG1 MTHFD1L MTIF2 MTRFR MTUS1 MXRA7 MYO1B MYO5B MYOF MYOM3 MZT2B NAA30 NAAA NADK2 NAE1 NAGPA NALT1 NAV2 NAV2-AS6 NBPF12 NBPF19 NCAPG2 NCAPH2 NCBP1 NCDN NCOA2 NCOA5 NDE1 NDST1 NDST1-AS1 NDST2 NDUFAB1 NDUFAF1 NDUFB10 NDUFB9 NDUFC2 NDUFC2-KCTD14 NDUFS7 NEDD1 NELFB NEO1 NET1 NFAT5 NFATC3 NFE2L2 NFKBIA NFKBIZ NHSL1 NIPBL NIPSNAP2 NKAIN2 NKAPP1 NKIRAS1 NME3 NMNAT1 NOC2L NOC3L NOC4L NOL9 NOM1 NOP56 NOTCH1 NOXA1 NOXO1 NPLOC4 NPTX1 NPW NR2F1 NR3C1 NRF1 NRXN2 NSA2 NSD3 NSFL1C NSG2 NSL1 NT5DC3 NTAN1 NTHL1 NTN3 NUDT16-DT NUDT19 NUDT19-DT NUDT6 NUF2 NYAP1 OCRL OGFOD3 OGT OLFM1 OPA1 OSBP2 OSTM1 OTUB2 OTUD3 OTUD7B P4HA1 PAK6 PALLD PAM PAN3 PAN3-AS1 PANTR1 PAQR4 PARM1 PARP12 PAX6 PAXIP1 PAXIP1-DT PBLD PBX1 PBX3 PBX3-DT PCAT14 PCBP2 PCED1A PCGF2 PCGF5 PCID2 PCLAF PCMTD2 PCOLCE PDE6D PDE8A PDGFA PDGFA-DT PDIA4 PDIA6 PDK3 PDS5A PDSS1 PDXDC1 PDXK PEAK1 PEBP4 PET117 PEX10 PFKFB3 PFN4 PGM5P2 PGP PHACTR3 PHF19 PHIP PHLDA3 PHRF1 PIAS3 PIEZO1 PIGO PIGO-AS1 PIK3CB PIM1 PIP4K2B PITHD1 PITPNA PITPNC1 PKM PKMYT1 PKN2 PLCB4 PLCG1 PLD6 PLEC PLEKHG4 PLEKHG5 PLEKHM3 PLEKHO1 PLPP5 PLPP6 PLXDC1 POLB POLE POLI POLR1B POLR2A POLR2C POLR2H POLR3C POM121 PON2 POU2F2 POU6F2 PPHLN1 PPIA PPIL6 PPIP5K2 PPM1A PPM1L PPM1L-DT PPP1CC PPP1R12A PPP1R13B PPP1R13B-DT PPP1R37 PPP1R3B PPP2R5C PPP3CA PPP6R1 PPP6R3 PRDM10 PRDM11 PRDM4 PRELID3A PRICKLE2 PRKAB1 PRKAB2 PRKAR2A PRKAR2A-AS1 PRKD3 PRKD3-DT PRKG1 PRRT2 PRRT3-AS1 PRSS23 PRSS27 PSMC2 PSMD14 PSMD14-DT PSMF1 PSMG3 PSMG3-AS1 PSTK PTAR1 PTDSS1 PTEN PTENP1 PTENP1-AS PTGES2 PTGES2-AS1 PTGFRN PTGR3 PTK7 PTMA PTOV1 PTOV1-AS1 PTPA PTPN11 PTPN11P3 PTPN13 PTPN18 PTPN2 PTPN21 PUM3 PXK PXMP2 PYGL QKI QSER1 R3HCC1 RAB11A RAB11FIP5 RAB3IP RAD52 RAET1E-AS1 RANBP17 RANBP9 RAPGEF3 RASD1 RASD2 RBBP5 RBFA RBM45 RBMS3 RBPMS RCCD1 RCCD1-AS1 RCN1 RCN2 RCOR1 RCOR2 RCOR3 RDX REEP3 RERE RERG RESF1 REST REXO1 RFFL RFT1 RGL2 RGMB-AS1 RGS5 RGS7 RHBDD2 RHBDD3 RHBDF1 RHCE RHOT2 RHPN2 RIBC1 RIPOR1 RMDN2 RMND5B RNA5SP283 RNA5SP456 RNASEH2B RNF11 RNF115 RNF130 RNF135 RNF138 RNF166 RNF170 RNF19B RNF217 RNF24 RNF38 RNPEP RNU1-38P RNU2-2P RNVU1-15 RNVU1-27 ROGDI ROM1 RPH3AL RPL15 RPL17 RPL17-C18orf32 RPL36A RPL36A-HNRNPH2 RPL37 RPL39P40 RPL6 RPN1 RPP21 RPRM RPRML RPS17 RPS26 RPS29P16 RPS3 RPS4XP16 RPS7 RPUSD1 RRM2 RRN3 RRP1 RRP15 RRP1B RSAD1 RSPH3 RTL9 RUSC1 RUSF1 RUSF1-DT RXYLT1 RYK S100A10 S100A4 SALL1 SAMD11 SAMD4B SAP30 SAP30-DT SARAF SARS2 SATB2 SAV1 SBF2-AS1 SCAMP1 SCAMP1-AS1 SCAND1 SCARB1 SCARB2 SCN8A SCRIB SCRN1 SDE2 SEC13 SEC16A SEC24B SEC61A2 SECISBP2 SECISBP2L SEH1L SELENBP1 SELENOH SELENOO SELENOOLP SEMA3C SEMA3D SEMA6A SENP5 SENP6 SEPHS1 SEPTIN5 SEPTIN7P14 SEPTIN9 SERP1 SERP2 SERPINE2 SESN1 SETD2 SF3A3 SFXN1 SGF29 SGMS2 SGO2 SH3BGRL2 SH3GL1 SHF SHISA4 SHOC2 SIAH1 SIAH2 SIDT2 SIK2 SIX1 SKIDA1 SKIL SLBP SLC12A2 SLC12A2-DT SLC12A7 SLC12A9 SLC16A10 SLC1A1 SLC1A4 SLC20A2 SLC25A10 SLC25A29 SLC25A51 SLC25A6 SLC2A1-DT SLC35A3 SLC35B2 SLC35E2A SLC35E2B SLC35G1 SLC37A3 SLC38A1 SLC39A11 SLC39A13 SLC39A14 SLC39A3 SLC41A2 SLC41A3 SLC41A3-AS1 SLC44A1 SLC45A3 SLC5A3 SLC66A1 SLC66A2 SLC9A1 SLX9 SMAD2 SMAD3 SMAD3-DT SMAD5 SMAD6 SMAD7 SMARCC2 SMARCD2 SMC1A SMG8 SMIM10 SMIM12 SMIM2-AS1 SMKR1 SMPD2 SMPD4 SMYD2 SNAI1 SNAP25-AS1 SNAP47 SNAP91 SNCA SNHG12 SNHG17 SNORA16A SNORD13 SNORD15A SNORD58A SNORD58B SNRK SNX19 SNX24 SOAT1 SOCS2 SOCS2-AS1 SORBS3 SP3 SPACA9 SPAG7 SPATA20 SPATA5 SPECC1P1 SPOCK1 SPRED2 SPRING1 SPSB4 SQSTM1 SRCIN1 SRD5A3-AS1 SREBF2 SRF SRPK2 SRRM2 SRRM2-AS1 SRRM3 SRSF3 SRXN1 SSBP2 ST3GAL6 ST3GAL6-AS1 STAC STARD7 STAT1 STEAP1 STIM2 STK3 STMN3 STMP1 STOML1 STRADB STRIP1 STUB1 STUM STX16 STX16-NPEPL1 STX18 STX18-AS1 STX8 STXBP5L SUDS3 SUGP1 SUMO2 SUV39H2 SUV39H2-DT SUZ12P1 SYDE2 SYN1 SYNGR2 SYNJ2 SYNM SYNRG SYT4 TAB2 TACC3 TACO1 TAFA2 TAGLN2 TAOK1 TARBP1 TARS2 TAS1R1 TATDN1 TATDN3 TBC1D10A TBC1D13 TBC1D19 TBC1D5 TBCD TBL1XR1 TBL3 TCAIM TCF3 TCF4 TCP11L1 TDRD7 TDRP TEAD1 TEDC2-AS1 TEFM TELO2 TENT2 TES TET3 TEX261 TEX30 TEX38 TFAP2A TFAP4 TFDP1 TFRC TGFB3 THAP10 THAP3 THBS1 THEM4 THSD4 TIGD1 TIMM29 TIPARP TJP3 TLNRD1 TM4SF19-AS1 TM7SF3 TMC7 TMCC2 TMCO3 TMEM121 TMEM129 TMEM132B TMEM150A TMEM187 TMEM222 TMEM242 TMEM242-DT TMEM263 TMEM263-DT TMEM41A TMEM43 TMEM70 TNFRSF10C TNIP2 TNPO1 TNPO3 TNRC6A TNRC6C TOB2 TOM1L2 TOP3B TOPBP1 TOR2A TP53I11 TP53TG5 TP73-AS3 TPD52 TPD52L1 TPH2 TPI1P2 TPM1 TPM4 TPPP TPRA1 TPRG1-AS1 TRABD-AS1 TRADD TRAK2 TRAM1 TRAM2 TRAM2-AS1 TRDMT1 TRIAP1 TRIM11 TRIM13 TRIM24 TRIM3 TRIM36 TRIM47 TRIM67 TRIP4 TRPC4AP TSC2 TSC22D2 TSEN15 TSHR TSHZ1 TSPAN10 TSSK3 TSTD2 TTC21B TTC7A TTI2 TTLL1 TUBB3 TWF1 TXNDC11 TXNDC16 TXNL4A TXNRD1 TXNRD2 TYK2 TYMS UBC UBE2D2 UBE2E3 UBE2E3-DT UBE2F UBE2F-SCLY UBE2H UBE2H-DT UBE2I UBE2J2 UBE2Q1 UBE2Q2 UBE4B UBTF UBXN2A UCHL1-DT UCKL1 ULBP1 ULK2 ULK3 UNC119 UNC13A UQCRFS1-DT UROS USF2 USP10 USP12 USP12-DT USP14 USP15 USP22 USP25 USP30 USP39 USP45 UXS1 VANGL1 VANGL2 VARS2 VAV2 VKORC1L1 VPS13D VPS16 VPS25 VPS36 VPS37B VPS37D VPS4A VPS51 VPS9D1 VSIR VSTM2L WASH3P WDFY3-AS2 WDR24 WDR36 WDR47 WDR53 WDR74 WDR76 WNK1 WNT2B WNT5A WNT5B WRNIP1 WWTR1 XIST XK XPO7 XPOTP1 XXYLT1 YAF2 YAP1 YBEY YIPF2 YTHDF1 YWHAG YY1 ZBTB21 ZBTB34 ZBTB4 ZBTB7C ZC3H12A ZC3H12A-DT ZC3H6 ZCCHC2 ZDHHC1 ZDHHC4 ZEB2 ZER1 ZFAND5 ZFP30 ZFP62 ZFP69B ZFX ZFX-AS1 ZFYVE9 ZGPAT ZKSCAN2 ZKSCAN2-DT ZMIZ1 ZMIZ1-AS1 ZMPSTE24 ZMPSTE24-DT ZNF131 ZNF143 ZNF185 ZNF205 ZNF213-AS1 ZNF23 ZNF236 ZNF236-DT ZNF251 ZNF264 ZNF271P ZNF276 ZNF318 ZNF326 ZNF395 ZNF398 ZNF410 ZNF503 ZNF503-AS2 ZNF521 ZNF577 ZNF579 ZNF593 ZNF598 ZNF605 ZNF608 ZNF609 ZNF629 ZNF649-AS1 ZNF704 ZNF706 ZNF76 ZNF767P ZNF770 ZNF775 ZNF783 ZNF786 ZNF821 ZNF839 ZNF892 ZNRF2 ZNRF2P2 ZSCAN12 ZSCAN16-AS1 ZSCAN25 ZSCAN30 ZSCAN9 ZZZ3 ZSCAN31_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZSCAN31_TARGET_GENES AARSD1 ABCA17P ABCA3 ABR ACBD6 ACOT13 ACSF2 ACTN4 ADAM17 ADAP2 ADAT2 ADD3 ADD3-AS1 ADGRV1 ADPRS ADRM1 AFF4 AFF4-DT AGAP3 AKT3 ALKBH3 AMACR AMDHD1 ANGEL1 ANKFY1 ANKMY2 ANKRD18B ANKRD42 ANKRD42-DT ANKRD7 ANO8 AP3B1 APIP ARAP1 ARHGAP45 ARHGDIA ARHGEF25 ARID1A ARMC2 ARMH3 ARPIN ARPIN-AP3S2 ARRDC3 ASAH2B ASH1L ASNS ATAD2B ATF7IP2 ATOSA ATR ATRAID AURKAIP1 B9D1 BACH2 BAG3 BANP BAZ1A-AS1 BBS10 BBS4 BCAP29 BECN1 BMAL2 BMF BMS1P4 BMS1P4-AGAP5 BPTF BRCA2 BRD8 BRF2 BTF3L4 BZW2 C10orf143 C10orf88 C12orf76 C15orf40 C17orf75 C18orf32 C18orf54 C19orf12 C1orf109 C1orf131 C21orf62-AS1 C2CD2L C8orf88 CABLES2 CADM1 CALM1 CAMLG CAPN14 CAPN2 CAPNS1 CARMIL1 CAST CBLN3 CBX5 CCAR2 CCDC30 CCDC38 CCDC59 CCDC69 CCDC77 CCDC87 CCNC CCND2 CCNT1 CCPG1 CCS CDC123 CDC7 CDIPT CDIPTOSP CDK2AP2 CDK5RAP1 CDKL2 CDKN2C CENPP CES2 CES3 CFAP20DC CFAP298 CFAP298-TCP10L CFAP418-AS1 CFAP74 CHD2 CHD3 CHD9 CHST8 CIAO2B CIC CIDECP1 CKS2 CLK3 CLN3 CLPB CLTB CLTC CMKLR1 CMTM3 CNPY3 COA6 COA6-AS1 COASY COMMD4 COMMD9 COPA COPRS COPS2 COPS7B COPZ1 COX4I1 CPSF4 CREB3 CROCCP2 CSK CSNK1E CSNK2A1 CSRNP2 CSTF2T CUL5 CUL7 CYREN CYSRT1 CZIB CZIB-DT DALRD3 DAPK3 DAZAP1 DCAF6 DCTN2 DDHD2 DDX55 DENND4A DENR DHRS4-AS1 DLD DMAP1 DNA2 DNAH14 DNAH2 DNAI4 DNAJB1 DNAJC25 DNAJC25-GNG10 DNM1L DOC2A DPAGT1 DPP9 DPY19L4 DPYSL3 DRG2 DSTYK DUS1L DYNC2I1 DYNLT2 E2F4 EAF1 EDEM2 EEF1A1 EEFSEC EFCAB10 EFCAB7 EGFLAM EHD3 EID2B EIF1 EIF2B4 EIF2D EIF3A EIF4A2 EIF4E2 EIF5B ELAC1 ELL3 ELOC ELP3 EMC8 EME1 EME2 EMG1 ENHO ENO1-AS1 ENPP3 ENPP4 ENSG00000230021 ENSG00000232995 ENSG00000233461 ENSG00000273145 ENTREP3 ERI2 ERMARD ERMP1 ERP29 ERRFI1 ERRFI1-DT ERVK3-1 ESYT1 ETNK1 ETNK1-DT ETV6 EXD3 EXOSC3 EXOSC6 EXOSC9 FAAP24 FAM104B FAM133B FAM47E FAM47E-STBD1 FAM98B FAM98C FANCD2 FBXO22 FBXO27 FBXO4 FBXO5 FBXW11 FBXW4 FEM1B FGF9 FGFBP3 FNDC1-AS1 FOXN2 FSTL3 FUT8-AS1 FUZ FZD2 G6PD GABARAPL2 GABRB1 GALK2 GAP43 GATAD1 GBA1 GFRA1 GGA1 GGT1 GIN1 GINS3 GIPC1 GLIS2 GLUD1P3 GMNN GNAI3 GNL1 GNL3L GNPAT GOLM2 GOLPH3L GPAM GPD1L GPR108 GPR89A GRB2 GRK4 GSTCD GTF2H2C GTPBP3 GUSBP2 GXYLT1 H2BC26 H2BC5 H3-3A H3-3A-DT H3-3B HADH HCP5 HDAC2 HDAC2-AS2 HDAC5 HEATR1 HEATR5A HEATR5A-DT HEBP1 HERC3 HERPUD1 HIBCH HIGD2B HILPDA HILPDA-AS1 HINT3 HIRA HMGA2-AS1 HMGB1 HMGN1 HMOX2 HNRNPA0 HNRNPL HOXA11-AS HOXC4 HSPA4 HSPA5-DT HTR5A HTR7P1 HUNK IBA57-DT IDI1 IER5 IGHMBP2 IMMT IMP3 IMPACT INCA1 INO80C INPP5B-AS1 INTS12 INTS14 IPO4 IPP IQGAP2 ISG20 ITGA2 ITGA3 ITGB3BP ITPR2 JMJD4 JPX KAT6A KBTBD4 KCNJ2 KCNS3 KCTD13 KCTD13-DT KCTD5 KCTD7 KDM1A KDM5A KHNYN KIAA0319L KIF1C KIF20A KIF23 KIF23-AS1 KLHDC9 KLHL20 KLHL42 KLRG2 LARP6 LATS1 LBX1 LGALS1 LIN9 LINC00205 LINC00240 LINC00662 LINC00665 LINC01023 LINC01098 LINC01547 LINC01686 LINC01990 LINC02086 LINC02292 LINC02593 LINC02613 LINC02773 LINC02846 LINC02987 LINC03014 LINC03060 LINC03067 LLGL2 LMBRD2 LNPEP LOXL1-AS1 LRFN2 LRP6 LRRC37A5P LRRC40 LRRC49 LSR LTBP4 LUZP1 LYRM7 LZIC LZTS2 MAN2C1 MANEAL MANSC1 MAP2K5 MAP2K5-DT MAP3K21 MAP7D1 MAPK14 MARVELD2 MAST2 MAST4 MBNL1 MBOAT1 MCC MCFD2 MCFD2P1 MCM3AP MCRIP2 MCRS1 MDN1 ME2 MEAK7 MED18 MED23 MED25 MEMO1 METTL15 METTL25 METTL6 MFSD11 MFSD6 MIPEP MIR1302-3 MIR3621 MIR3661 MIR4519 MIR4692 MIR6781 MIR6853 MIR762HG MITD1 MKRN2 MKX MLEC MNAT1 MOB4 MPC2 MPPED2 MRM2 MRPL1 MRPL19 MRPL21 MRPL27 MRPL30 MRPL40 MRPL44 MRPL58 MRPL9 MRPS2 MRPS23 MRPS31 MRPS31P4 MRPS34 MRS2 MST1P2 MTCO3P12 MTERF2 MTF1 MTF2 MTFR1 MTMR9 MTOR MTR MYG1 MYO10 MYO3B-AS1 MYO9A MYOCD NABP2 NAPEPLD NAPG NBPF1 NBPF25P NCDN NCOA4 NCSTN NDP-AS1 NDUFA11 NDUFAB1 NDUFAF4P1 NDUFC2 NDUFC2-KCTD14 NDUFS3 NDUFS7 NDUFV3 NFYC NHSL1 NIF3L1 NIPBL NKAPP1 NME1 NME1-NME2 NMNAT1 NMRAL1 NOL8 NOL9 NOP14 NOP16 NOSIP NOXA1 NPPC NR1H2 NRP2 NRSN2 NSFL1C NSL1 NSMCE4A NT5C NT5DC3 NUBPL NUBPL-DT NUDT1 NUDT19 NUDT19-DT NUDT5 NUF2 NUP107 NUP107-DT NUP160 OAZ3 ODAD3 ORC3 OSBPL8 OVCA2 PACERR PAFAH1B3 PAK2 PAM16 PAXBP1 PCBD2 PCBP1-AS1 PCLAF PDCD2L PDCD5 PDCD6P1 PDE11A PDE4A PDE6D PDLIM5 PDXDC1 PDXDC2P PDXDC2P-NPIPB14P PDXK PEMT PEX13 PEX14 PEX16 PEX3 PFKFB3 PFKM PGAM1P5 PGAM5 PGGT1B PGM3 PHAX PHB1 PHB2 PHKG2 PHPT1 PIERCE1 PIERCE2 PIGG PIN4 PIP5K1B PKN2 PLCD3 PLPP6 PMAIP1 PMM2 PNRC1 PNRC1-DT PNRC2 POLG POLG-DT POLR2I POLR3B POLR3C POLR3K POU2F2 PPAN PPAN-P2RY11 PPIL3 PPIL4 PPIP5K2 PPP1R12B PPP1R12C PPP2CA PPP2CA-DT PPP6R1 PPP6R2 PRDX2 PRKAA1 PRKCSH PROCA1 PRPF40B PRR3 PRRG2 PRRT3-AS1 PRSS27 PSMA6 PSME3 PSTK PTCD1 PTDSS2 PTGS2 PTPN20 PTPN9 PTTG1 PURA PUS10 R3HCC1 RAB11A RAB23 RAB40A RABEPK RAI14 RALA RARA RARS2 RBBP5 RBFOX3 RBM45 RBM48 RBPMS RCAN1 RCAN2 RCAN2-DT RERE REXO4 REXO5 RFNG RFX2 RGS5 RHBDF1 RHOB RHOT2 RMDN3 RN7SL2 RN7SL521P RNASEH2C RNF115 RNF122 RNF144B RNPEP RNU6-194P RNVU1-27 RPIA RPL13A RPL27 RPL37 RPS18 RPS19BP1 RPS4X RPS7 RPSAP69 RRP15 RSRC1 RTKN2 RTTN RUSF1 RUSF1-DT RWDD2A S100A1 S100A13 SAMD11 SAR1B SATB2 SCAF4 SCAND3 SCNN1G SDHAF3 SDHAP3 SEC11A SESN2 SETD5 SF3A3 SFR1 SFT2D3 SGK1 SIRT5 SKP2 SLC24A1 SLC25A10 SLC25A13 SLC25A48 SLC27A3 SLC27A5 SLC35E1 SLC39A7 SLC44A1 SLC50A1 SLC5A6 SLTM SLU7 SLX9 SMAD5 SMARCC1 SMG5 SMIM27 SMIM8 SNAP47 SNHG5 SNORA1 SNORA8 SNORD6 SNRNP200 SNRNP25 SNRPB SNRPD1 SNX17 SNX24 SOCS2 SORBS2 SPATA20 SPEN SPHK1 SPOPL SPOPL-DT SPTBN1 SRP68 SRRM2 SRRM2-AS1 SRSF11 SRSF2 SRSF5 STARD10 STARD3 STARD6 STK11 STN1 STRA6 STX18 STX18-AS1 STX6 STXBP5 SUB1 SUMO1 SUOX SUPT5H SURF6 SUSD4 SYNGR2 TACC2 TACO1 TAF12 TAF12-DT TAF1D TANC1 TARS2 TAS1R1 TATDN2 TATDN3 TBC1D19 TBCB TDP2 TECR TEFM THAP1 THAP10 TIGD1 TIMM13 TIMM29 TLCD2 TLL2 TLN1 TM2D1 TMED2 TMED4 TMEM101 TMEM106C TMEM116 TMEM147 TMEM147-AS1 TMEM14A TMEM186 TMEM202-AS1 TMEM209 TMEM222 TMEM242 TMEM242-DT TMEM42 TMEM50B TMEM79 TNFAIP8L1 TNFRSF19 TNRC6A TOLLIP TOLLIP-DT TOR1AIP1 TRAF3IP1 TRAM2 TRAM2-AS1 TRAPPC3 TRDMT1 TRIM8 TRIM8-DT TRIP4 TRMT61B TRMU TSNAX TSNAX-DISC1 TTBK1 TTC23L TTC23L-AS1 TTC26 TTC4 TUBA1A TUBA1C TUBGCP3 TVP23B TXNDC12 TXNDC9 UBE2D2 UBE2I UBE2V1P4 UBIAD1 UBR3 UBXN1 UBXN2A UCKL1 UGCG USHBP1 USP14 USP22 USP30 USP31 USP33 USP44 USPL1 VANGL1 VANGL2 VGLL4 VPS13B VPS13B-DT VPS25 VPS26C VPS33B VPS33B-DT VPS36 VPS51 VPS52 VTA1 WDR11 WDR11-DT WDR24 WDR37 WDR38 WDR90 WRAP73 WSCD1 WTAP YBEY YIPF2 YTHDF2 ZAR1L ZBED6 ZBED9-AS1 ZBTB45 ZC3H10 ZC3H11A ZC3H15 ZDHHC17 ZDHHC4 ZER1 ZFP62 ZKSCAN2 ZMAT3 ZMPSTE24 ZMPSTE24-DT ZMYM1 ZNF107 ZNF146 ZNF155 ZNF180 ZNF195 ZNF223 ZNF260 ZNF263 ZNF284 ZNF302 ZNF334 ZNF382 ZNF383 ZNF398 ZNF420 ZNF425 ZNF428 ZNF460 ZNF461 ZNF487 ZNF490 ZNF511 ZNF511-PRAP1 ZNF527 ZNF529 ZNF529-AS1 ZNF544 ZNF564 ZNF565 ZNF566 ZNF566-AS1 ZNF568 ZNF607 ZNF689 ZNF721 ZNF747 ZNF747-DT ZNF780A ZNF783 ZNF790 ZNF791 ZNF792 ZNF793 ZNF793-AS1 ZNF829 ZSCAN18 ZSCAN25 ZSCAN31 ZSCAN4_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZSCAN4_TARGET_GENES ABCA15P ABCC12 ABCG2 ABHD14B ABHD4 ABI3BP ABR ACBD5 ACP2 ACSM1 ACTR6 ACVR2A ADAM10 ADAMTS10 ADAMTS19 ADAP2 ADGRE2 ADGRE5 ADGRG2 ADGRG7 ADIRF ADNP ADRA1A AFTPH AGAP3 AGBL3 ALDH3A1 ALDH5A1 ALDH7A1 ALDOA ALG1 ALKBH3 AMOTL2 ANGPT4 ANK2 ANK3 ANKRD11 ANKRD24 ANO8 ANP32E ANXA2 APLP1 APOBEC1 APOD APOLD1 APOM ARAP1 ARAP3 ARHGAP1 ARHGAP23 ARHGAP24 ARHGAP28 ARHGAP6 ARHGEF1 ARHGEF15 ARHGEF16 ARHGEF17 ARHGEF28 ARHGEF7 ARID1A ARL8A ARRB1 ARRB2 ARVCF ASB13 ASB9 ASIC1 ASL ASPG ASPSCR1 ASXL3 ASXL3-DT ATAD3A ATG16L1 ATP13A2 ATP1A3 ATP2A1-AS1 ATP2B4 ATP5MC1P7 ATP5MF ATP5MF-PTCD1 ATP5MFP1 ATP6V0A2 ATP6V1B2 ATP8A2 ATPAF2 ATXN1-AS1 AURKAIP1 AVPR2 AXL BAG6 BAHCC1 BBC3 BBOX1 BBX BCAN-AS2 BCL11B BCL2 BCL2L13 BCL7A BCL7C BCL9 BCL9L BCLAF1 BCORL1 BDP1 BHLHE40 BIRC3 BLK BLOC1S1 BLOC1S2 BLTP3B BMF BMP3 BMS1 BNC2-AS1 BOC BORCS8 BORCS8-MEF2B BPI BRF2 BRSK1 BRSK2 BRWD1 BRWD1-AS2 BSG BTBD19 BTF3 BTF3-DT C10orf67 C11orf96 C16orf89 C17orf58 C17orf75 C1orf21 C1orf21-DT C2CD5 C2orf50 C3orf52 C6orf136 C6orf226 C8orf34 C8orf74 CABIN1 CABP1 CACNA1D CACNA2D4 CACYBP CALCP CALCRL CARD10 CARM1 CASC3 CASC9 CASP7 CASZ1 CAV2 CBR3-AS1 CCAR2 CCDC142 CCDC146 CCDC171 CCDC66 CCN1 CCN3 CCN5 CCND3 CCNE1 CCNI CCNY CD109 CD300A CD5 CD59 CD6 CDC14A CDC25C CDC37 CDC42EP4 CDC42SE1 CDCA3 CDHR17P CDK2AP1P1 CDKL5 CDKN1A CDKN2B-AS1 CDO1 CDYL2 CEACAMP4 CEBPB-AS1 CEBPG CECR2 CELF4 CELF6 CENPBD2P CEP170P1 CEP43 CEP85 CEROX1 CERS5 CERS6 CFDP1 CFL1 CGREF1 CHD1 CHD3 CHRDL2 CHRFAM7A CHRM2 CHRNA2 CHRNA4 CHRNE CHST13 CHUK-DT CITED1 CKAP5 CLASP2 CLDN1 CLDN7 CLPB CLSTN3 CMAHP CMIP CMTM3 CNOT4 CNOT6L CNTFR COL6A2 COLGALT2 COLQ COMP COPZ1 COPZ2 COQ3 COQ4 COX16 CPEB4 CPED1 CPNE5 CPVL CRMP1 CRYZL1 CSAD CSF1 CSGALNACT1 CSMD2 CSNK1D CTF1 CTF2P CTNNB1 CTSK CTTNBP2 CTU2 CTXND2 CUEDC1 CUL2 CUL4A CUL9 CUX1 CXXC4 CYBC1 CYLD CYLD-AS1 DAAM1 DACT3-AS1 DAZAP1 DCAF1 DCAF10 DCDC2 DCN DDN DDR2 DDX1 DDX55 DENND2A DENND4B DGKG DGKK DHRS13 DIO3OS DIS3 DISC1 DIXDC1 DLL3 DLX3 DMAP1 DMC1 DMTN DNAH2 DNAJB12 DNAJB13 DNAJB4 DNAJB6 DNAJC14 DNAJC5B DNHD1 DOC2A DOCK5 DPF1 DPH5 DPYSL3 DRG2 DST DTNA DTNBP1 DTX4 DUOX1 DUSP2 DUSP26 DYNC2I2 DYRK1A DZIP1L EBF1 EBF4 ECE1 EDC3 EFCAB7 EFNA3 EGLN1 EGLN3 EID2B EIF2AK3 EIF2B3 EIF2B4 EIF2B5 EIF2D EIF3D EIF4E3 EIF4G1 ELAVL2 ELF2 ELN ELOVL2-AS1 ELP3 EMB EMID1 EMP2 ENDOU ENPP3 ENSG00000203900 ENSG00000225457 ENSG00000230615 ENSG00000232995 ENSG00000237461 ENSG00000247416 ENSG00000248738 ENSG00000249713 ENSG00000250041 ENSG00000253607 ENSG00000259881 ENSG00000261335 ENSG00000267058 ENSG00000267260 ENSG00000267448 ENSG00000268655 ENSG00000270571 EPB41L2 EPB41L3 EPHA10 EPHX2 EPS15L1 ERAP2 ERC1 ERCC1 ETS2 ETV4 EVI5L EXD2 EXOC3L4 EXOC7 EXOSC3 EXOSC7 EZH2 F11 FABP5 FAHD1 FAM107B FAM117B FAM124A FAM149A FAM151B-DT FAM168A FAM27B FAM43A FAM53C FAM76AP1 FAM98C FAN1 FANCC FAT3 FAXC FBXL17 FBXO32 FBXO45 FBXW7 FCHO1 FCHSD2 FCMR FENDRR FEZ1 FGD2 FGD3 FGF1 FGF13 FGF7 FGF8 FGF9 FGR FHDC1 FMNL1 FNBP1P1 FOXN3 FOXP1 FOXP2 FOXS1 FRA10AC1 FRAS1 FREM1 FRMD4B FSD1 FSTL3 FXYD1 FXYD5 FYN G0S2 GABBR1 GABPB2 GABRA6 GABRB2 GAK GAL3ST4 GALNT16-AS1 GAPDHP45 GAPDHP71 GARS1-DT GAS7 GBA1 GCC1 GCC2 GCDH GCNT2 GDF5 GDNF-AS1 GEMIN6 GFI1B GFRA1 GGA2 GGT1 GHR GID4 GJC1 GLIS3 GLMP GLYCTK GNA15 GNAL GNAO1 GNAQ GNB2 GNB5 GNLY GOLGA6L22 GOLGA6L6 GOLIM4 GPAM GPC6 GPM6A GPR156 GPR162 GPR183 GPR78 GPR85 GPR89A GRAP2 GRB10 GREM2 GRIA2 GRIK1 GRIN2B GRIN2D GRIPAP1 GRK1 GRM1 GRM4 GSDMA GSPT1 GSTCD GTF2B GTF2IP12 GTF3C5 GTPBP3 GUK1 H2AC25 H2AZP1 H2BC15 HACD1 HADHA HADHB HAGH HAPLN1 HAS1 HAS2 HAS2-AS1 HAUS5 HAUS5-DT HCG27 HDAC2 HDAC2-AS2 HDAC5 HDAC7 HEBP1 HECTD1 HECW2 HERC1 HERC3 HEXA HEXA-AS1 HEXIM1 HIF3A HIP1R HIPK2 HIVEP1 HMGA1P3 HMGB1 HMGB1P21 HMGN3P1 HMOX1 HMX1 HNRNPH3 HNRNPU HOOK1 HOXA-AS2 HOXA-AS3 HOXA10-AS HOXA3 HOXA9 HOXC5 HOXD10 HOXD3 HOXD8 HP1BP3 HPCA HPCAL1 HPDL HPS4 HS3ST3A1 HS3ST3B1 HSDL2-AS1 HSPBP1 HSPD1 HSPE1 HSPE1-MOB4 HUWE1 HYAL4 HYCC1 IAH1 IER5L-AS1 IFNLR1 IGF1R IGLV3-32 IGSF9B IK IKBKE IKZF4 IL10RA IL11RA IL17REL IL1R1 IL2RB IL6R INHA INIP INO80B INO80B-WBP1 INO80D-AS1 INSYN2B INTS12 INTS14 INTS9 IPO11 IPO9-AS1 IRAG2 IRAK4 IRF2 IRF2-DT IRF2BPL ISLR2 ISM2 ITGA7 ITGA8 ITGA9-AS1 ITGAM ITGB2 ITGB3BP ITPK1 ITPRIP ITSN1 IZUMO1 JADE2 JARID2 JCAD JMJD4 JOSD2 JPH2 JPX JRK KASH5 KBTBD4 KCNAB2 KCNH2 KCNH7 KCNIP1 KCNIP2 KCNJ10 KCNJ12 KCNJ5 KCNK1 KCNK10 KCNQ2 KCTD1 KCTD15 KCTD5 KIAA1217 KIAA1522 KIAA1671 KIAA1958 KIF11 KIF17 KIF22 KIRREL1 KIRREL2 KLF7 KLHDC9 KLHL20 KLHL23 KLHL32 KLHL6 KLKP1 KMT2D KMT2E KPNB1 KPNB1-DT KREMEN1 KRT18P12 KRT7 KSR2 L3MBTL2 LACTB LAMA3 LAMP1 LASP1 LASTR LBX1-AS1 LCNL1 LCORL LCP1 LDB1 LDLRAD4 LEF1 LEF1-AS1 LEMD1 LEPR LEPROT LGI4 LHFPL1 LHX6 LHX9 LIG1 LIMCH1 LIMD1 LIMS1 LIN28A LIN9 LINC-ROR LINC00163 LINC00322 LINC00431 LINC00933 LINC00963 LINC01003 LINC01107 LINC01119 LINC01124 LINC01227 LINC01229 LINC01235 LINC01237 LINC01267 LINC01270 LINC01354 LINC01366 LINC01482 LINC01503 LINC01547 LINC01605 LINC01664 LINC01671 LINC01781 LINC01800 LINC02011 LINC02268 LINC02332 LINC02709 LINC02716 LINC02845 LINC02912 LINC02914 LINC03033 LINC03047 LINC03068 LIPE LIX1L LLGL2 LMBR1L LMF1 LMO1 LMO2 LNMICC LOC101928532 LOC101929494 LRFN2 LRFN3 LRRC27 LRRC37B LRRC45 LRRC49 LRRC63 LRRC74B LRRK2 LRWD1 LSAMP LSG1 LSM12 LTF LURAP1 LZIC LZTS1 MAB21L3 MACC1-AS1 MACO1 MAD2L1BP MADD MAEL MAF MAFF MAFTRR MAGI2 MAGI2-AS3 MAML3 MAN2C1 MANSC1 MAP2K2 MAP3K13 MAPK10 MAPK1IP1L MAPT-IT1 MARCKS MASP1 MAX MBTPS2 MCOLN1 MCRS1 MDFI MDGA1 MDGA2 MECOM MED23 MEG3 MEIS1 MEIS2 MEIS3 MEIS3P1 MGAT1 MGLL MGRN1 MGST2 MID2 MINAR1 MIR1253 MIR1301 MIR1302-5 MIR221 MIR3677HG MIR378A MIR4276 MIR4418 MIR548AW MIR615 MIR6726 MIR6792 MIR6802 MIRLET7BHG MLLT11 MMP16 MPO MPPED2 MREGP1 MRPL1 MRPL39 MRPS31 MRPS31P5 MRPS36 MRTFB MSANTD3 MSC MSC-AS1 MSH5 MSH5-SAPCD1 MSI2 MSRB2 MTA1 MTAP MTFR1L MTFR2P2 MTMR1 MTMR2 MTND4P18 MTOR MTUS2-AS1 MXI1 MYL6 MYL6B MYL6B-AS1 MYO19 NADK2 NAGPA NANOGP4 NANOS3 NBPF19 NBPF25P NBR1 NCAM1 NCDN NCOR2 NCR3 NDNF NDRG1 NDUFA2 NDUFA5P3 NDUFAF1 NDUFS7 NECAP1 NEFL NF1 NFATC3 NFE2L1 NFE2L1-DT NFIA-AS2 NFIB NFIC NFIX NFKB1 NFKB2 NFKBIE NFYC NGEF NGFR NHEJ1 NHLH1 NHSL2 NLGN1 NME1 NME1-NME2 NME2 NMNAT1 NOG NOMO1 NOMO2 NOMO3 NOP16 NOS1 NOTCH2 NOTCH2NLA NPAS3 NPEPL1 NPHP4 NPR3 NR1H3 NR1I3 NR2F1 NR2F1-AS1 NR2F6 NR3C1 NREP NRG1 NRIP2 NRN1 NRON NSD2 NSD3 NTF3 NTRK2 NTS NUCKS1 NUDT18 NUF2 NUMA1 NUP160 NUP98 NUTM2A-AS1 NUTM2B-AS1 OBSL1 OGT ONECUT1 OR1N2 OSBPL10 OSBPL3 OTULIN OTULIN-DT OVGP1 PAFAH1B3 PAK3 PANK1 PANK1-AS1 PAOX PAQR9 PAQR9-AS1 PAX1 PAX3 PAX6 PBX1 PBX3 PBX3-DT PCBP2 PCBP2P3 PCID2 PCSK1N PDCD4 PDE1B PDE4A PDE4B PDGFB PDK1-AS1 PDZD8 PDZK1IP1 PEF1 PEF1-AS1 PFKFB3 PFKFB4 PFKL PGM5 PGM5P3-AS1 PHF1 PHF12 PHF21A PHF21B PHLDA3 PIGC PIK3C2B PIK3R3 PIPOX PISD PIWIL4-AS1 PJA1 PKNOX2-AS1 PLA2G10P1 PLA2G4A PLA2G6 PLAAT1 PLAAT3 PLAT PLCB2 PLCB4 PLCH1 PLCXD2 PLEKHG1 PLEKHG2 PLIN3 PLPP4 PLXDC1 PNCK POLD2 POLR1A POLR2H POU4F1 POU6F2 PPCDC PPIAP74 PPIE PPM1D PPP1R12C PPP1R1C PPP2R2A PPP2R2B PPP3CA PPP3R1 PPP6R1 PRDM6 PRECSIT PRELID1P5 PREX2 PRICKLE2-AS3 PRKAR1B-AS2 PRKCB PRKCE PRKG1 PROX1 PROX1-AS1 PRPF19 PRPF40B PRR29-AS1 PRR34-AS1 PRR7 PRRT4 PRSS23-AS1 PRSS29P PRSS8 PSD2-AS1 PSG11 PSG4 PSG5 PSG8 PSIP1 PSMB5 PSTK PTCD1 PTK2B PTPRZ1 PUS7L PVALB PYM1 R3HCC1L R3HDM2 RAB11FIP1 RAB11FIP5 RAB2B RAB40B RAB5B RAB7B RABGAP1L RAD52 RAET1E RAI2 RAMP3 RAP1GAP2 RAPGEF6 RARG RASA1 RASGRF1 RASGRF2 RASGRP3 RAVER1 RBBP5 RBFA RBFOX2 RBFOX3 RBM22 RBM26 RBM26-AS1 RBM28 RBM39 RBMS1 RCBTB2 RCN1 RCOR1 RCOR3 RD3 RERE REXO4 RFX1 RFX3 RFX3-DT RFX4 RFXANK RGS14 RGS16 RGS5 RHCE RHOB RHOXF1P3 RIMBP3 RIMBP3B RIMBP3C RIMKLB RIPOR2 RLN2 RN7SKP172 RN7SL310P RN7SL743P RNA5SP259 RNF128 RNF150 RNF217 RNF220 RNPC3 RNPS1 RNU2-17P RNU6-1039P RNU6-1110P RNU6-1145P RNU6-419P RNU6-470P RNU6-513P RNU6-570P RNU6-859P RNU6-918P RNU7-156P RNU7-27P RNVU1-15 ROPN1 RPAP3 RPL21P44 RPL23AP66 RPL26 RPL29 RPS14 RPS27 RPS3AP42 RRN3P2 RS1 RTBDN RTEL1 RTN4RL2 RUFY1 RUNDC3B RYR3 RYR3-DT S100A14 S100PBP SAMD13 SAMD14 SANBR SAP30 SAP30-DT SBF1P2 SCAP SCD SCG5-AS1 SCML4 SCN9A SCPEP1 SCRT2 SEC14L5 SEC22B SELENON SEMA3G SEMA4F SEMA6A SEMA6D SEPTIN5 SEPTIN7P14 SEPTIN9 SERP1 SERPINA11 SERPINE1 SF3A3 SFMBT2 SFXN5 SGCA SH3BP1 SH3BP2 SH3D19 SH3KBP1 SHANK2 SHISA5 SHKBP1 SHROOM2 SIGIRR SIPA1L2 SIRT6 SKP1 SLC15A1 SLC16A5 SLC16A7 SLC1A3 SLC22A11 SLC24A1 SLC26A2 SLC26A4 SLC35A2 SLC35A3 SLC36A4 SLC44A1 SLC4A1AP SLC5A2 SLC6A15 SLC6A8 SLC6A9 SLC7A10 SLC7A11 SLC8A2 SLCO5A1 SLCO5A1-AS1 SLF1 SLIT1 SLX9 SMAD7 SMAP2 SMARCA2 SMARCD3 SMG6-IT1 SMG7 SMG7-AS1 SMN1 SMN2 SMURF1 SMYD3 SMYD5 SNAP25 SNAP47 SNHG11 SNORA72 SNORD65C SNORD74B SNRNP35 SNRPGP10 SNX1 SNX10-AS1 SORBS3 SORCS1 SORT1 SOX13 SOX2-OT SOX5 SOX8 SOX9 SOX9-AS1 SP5 SP8 SPAST SPATA13 SPATA42 SPECC1L SPG21 SPINT1 SPN SPOUT1 SPPL2B SPRED1 SPSB1 SPTBN4 SPTSSA SPX SRFBP1 SRGAP3 SRP54 SRP72P2 SRSF11 SRSF7 SSBP1 SSBP4 SSC5D SSH2 SSPOP ST7L ST8SIA1 ST8SIA4 STARD3 STAT6 STK40 STMN3 STMN4 STRBP STRN STUM STXBP2 STXBP5L SUMF1 SUPT7L SYBU SYBU-AS1 SYN2 SYN3 SYNGAP1 SYNPO2 SYT14 SYT8 TAB1 TAB2 TAB2-AS1 TAF4 TAF8 TAL1 TANC1 TARS2 TBC1D14 TBC1D4 TBL1XR1 TBPL1 TBPL2 TBXAS1 TCF3 TCF4 TCF7L1 TEFM TENM3 TENM3-AS1 TENM4 TESMIN TFAP4 TFDP1 TGFB2 TGFB2-AS1 TGFB3 TGFBR3L TGM2 THA1P THUMPD1 TIAM2 TLCD3B TLE3 TLK2 TMCC2 TMEM100 TMEM101 TMEM121B TMEM175 TMEM177 TMEM178A TMEM182 TMEM198B TMEM204 TMEM238L TMEM242 TMEM242-DT TMEM248 TMEM25 TMEM255A TMEM41A TMEM74B TMEM91 TMSB10 TNFSF12 TNNI1 TNS1 TOP2B TOP3B TOR1A TOX4 TPM3P7 TRARG1 TRAV12-1 TRAV12-2 TRBV7-2 TRBV7-6 TRDMT1 TRHDE TRIM2 TRIM52 TRIM52-AS1 TRIM62 TRIM7 TRPA1 TRPV1 TRUB2 TSC1 TSC22D4 TSHZ2 TSKU TSKU-AS1 TSPAN18 TSSK3 TTC17 TTC26 TTC36-AS1 TTC5 TTC9 TTC9-DT TUBA1A TUBA1C TUBB2A TXK TXLNB U2SURP UBA1 UBAC2 UBB UBE2K UBE2Q2P1 UBE2Q2P12 UBE2QL1 UBE3C UBR2 UGGT1 UNC93B1 UPRT USB1 USP30 USP36 USP9X UTS2B VAC14 VANGL1 VAV1 VGLL4 VIT VOPP1 VPS33A VPS51 VSIR VSTM2L WDR11 WDR11-DT WDR25 WDR45B WDR53 WDR82 WDR83 WDR83OS WDTC1-DT WEE2 WEE2-AS1 WNT10A WNT10B WNT5A WNT5A-AS1 WSCD1 WWTR1 WWTR1-AS1 XKR6 XKR9 XPO1 YARS1 YJU2 ZBBX ZBTB38 ZBTB4 ZBTB44-DT ZCCHC24 ZFHX3 ZFHX4 ZFHX4-AS1 ZFP30 ZHX3 ZKSCAN3 ZMYND8 ZNF197-AS1 ZNF217 ZNF331 ZNF345 ZNF382 ZNF391 ZNF395 ZNF404 ZNF408 ZNF432 ZNF440 ZNF45-AS1 ZNF461 ZNF513 ZNF529 ZNF529-AS1 ZNF536 ZNF540 ZNF546 ZNF567 ZNF571 ZNF608 ZNF740 ZNF780A ZNF780B ZNF790 ZNF827 ZNF84 ZNF84-DT ZNF860 ZSCAN16 ZSWIM2 ZSWIM9 ZYG11A ZSCAN5B_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZSCAN5B_TARGET_GENES AGBL5 AGBL5-AS1 ALOXE3 ANG B4GAT1 B4GAT1-DT BCAR3 C2orf42 CCDC107 CFAP418 DPP9 DZANK1 FBXO31 FMC1 FMC1-LUC7L2 GARNL3 GHET1 GSTA4 H3C9P H4C8 HCG14 HJV HMGN4 HSPA6 ILF2 KNL1 LASP1 LIMD1-AS1 LINC01556 LINC01623 LINC02136 LINC02453 LINC02739 LRP3 LTA4H MAP1LC3B MCRIP2 MED16 METTL26 MIR4521 MYNN NCOA7 NDC1 NDUFS7 PARP2 PLXDC1 POLG POLG-DT POLR3E POLR3F PPEF1 PPP6R3 PRMT5 PRMT5-DT PSMB3 RAB11A RAD51AP2 RN7SK RN7SL1 RNASE11 RNASE4 RNU6-1 RNU6-2 RNU6-9 RNU6ATAC RNY1 RNY4 RPPH1 RPS29 SACM1L SHF SLC27A4 SMARCC2 STAP2 STK17A SYPL1 TIA1 TMEM259 TRIM41 TRIM7-AS2 VTRNA1-1 VTRNA1-2 VTRNA1-3 VTRNA2-1 ZNF839 ZSCAN5C_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZSCAN5C_TARGET_GENES ABITRAM ALDH1A2 ARID1A ARRDC3 ASCC1 ASPHD2 ATP2B4 ATXN7L1 BACH2 BDNF BFSP1 BMPR1B BRF2 BTN2A2 C6orf58 CCDC192 CCDC66 CCT6B CD4 CDC42SE1 CDK2AP1 CKMT2-AS1 CLIP1 CNOT2 CREBBP CREM CRTAP DCP1A DLC1 DLEU1 DNAJC6 DOCK7-DT DRG2 DSTN DUSP6 ECD EIF4G3 ELP1 EME1 ENAH ENSG00000224865 ENSG00000227496 ENSG00000278356 ETNK1-DT EXOSC10-AS1 F2RL1 FAM149B1 FARP1 FEM1C FOXM1 FRMD4B GABPB2 GSK3B GSK3B-DT GSTCD H4C16 HBP1 HMGB1 HOTAIR HOXA5 HOXB-AS3 HOXB3 HSD17B12 ICAM4 IFNAR2 INTS12 ITPRIP KAZN KCNK1 KDM1A KDM3A LIFR-AS1 LIMA1 LINC00886 LINC01392 LINC02172 LINC02609 MALAT1 MECOM MED24 MIR1273C MIR194-1 MIR3650 MLLT3 MRPL27 MRTFA MTLN MVB12B MYLK NACA4P NCKAP5 NFATC2 NFKB1 NSL1 NSMCE2 NXN PAPLN PARK7 PCLAF PDCL3P6 PDE4D PITPNM2 PTPA RDUR RERE RFX3 RFX3-DT RHOBTB1 RN7SL385P RNU6-535P RTN4R SCRN1 SEMA6A SIPA1L3 SLC25A16 SLC2A9-AS1 SLC35A1 SLC38A2 SOGA3 SPPL3 SPRY2 SUN1 TATDN3 TBCA TBCD TGIF1 TIPRL TLK2 TM7SF3 TMEM147 TMEM147-AS1 TMEM248 TPX2 TRIP4 TRMT1 TSPYL4 TTC23 TTC5 TWF1P1 VCPKMT VTRNA1-2 VWA8 WDR26 WDR62 YBX3 ZCCHC9 ZDHHC12 ZDHHC12-DT ZNF131 ZNF217 ZNF460 ZNF608 ZSCAN5DP_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZSCAN5DP_TARGET_GENES AAMP AASDH ABCA7 ABCB9 ABT1 ACOT8 ACOX3 ACP5 ACTL6A ACTN1 ACTN1-DT ACTN2 ACTN3 ACTR10 ACTR1B ADAMTS17 ADAMTS6 ADAMTSL5 ADARB1 ADAT2 ADGRB2 ADPGK AFF4 AFF4-DT AGBL5 AGBL5-AS1 AHCY AIDA AIMP1 AK6 AKAP3 AKIRIN2 ALDH3B1 ALG1 ALG5 ALMS1P1 ALOX12-AS1 AMD1 AMDHD2 AMN ANAPC2 ANG ANGEL1 ANKHD1 ANKHD1-DT ANKHD1-EIF4EBP3 ANKLE2 ANKRA2 ANKRD12 ANKRD17 ANKRD17-DT ANKRD24 ANP32A ANXA8 AOPEP AP1G1 AP2B1 AP2S1 AP4M1 AP5Z1 APIP ARHGAP12 ARHGAP22 ARHGAP26 ARHGAP27 ARHGEF33 ARID1B ARID3A ARID4B ARMC8 ARMC9 ARMT1 ARRDC3 ARRDC3-AS1 ASB3 ASTN2 ASXL1 ATAD2 ATE1 ATF1 ATF4 ATF6 ATF6-DT ATG10 ATG14 ATG3 ATG4B ATG4C ATG7 ATP13A2 ATP5MF ATP5MF-PTCD1 ATP6AP1L ATP6V0B ATP6V0D1 ATP6V0D1-DT ATP6V0E1 ATP6V1C1 ATP6V1G1 ATP6V1H ATPAF2 ATR ATXN1L ATXN2 ATXN2-AS ATXN3 AUP1 B3GALT9 B3GNT5 B4GALNT3 B4GAT1 B4GAT1-DT BABAM2 BAP1 BAX BAZ1B BAZ2A BCAR3 BCAS3 BCL10 BCL10-AS1 BCL2L2 BCL2L2-PABPN1 BCL9L BDP1 BEAN1 BEAN1-AS1 BEX3 BEX4 BICDL1 BICRA BICRA-AS2 BIN2 BLOC1S1 BNIP3L BOD1 BPTF BRCA2 BROX BRPF1 BRWD1 BRWD1-AS2 BSG BSG-AS1 BTBD7 BTG2 BTG2-DT C12orf4 C12orf43 C19orf44 C19orf47 C1D C1GALT1C1L C1orf35 C2 C2orf42 C2orf49 C2orf49-DT C2orf76 C2orf92 C3orf14 C4orf19 C4orf48 C7orf25 C8orf33 CACTIN CACYBP CALCOCO1 CALM1 CALM2 CALR CALR3 CAPN1 CAPN2 CARD11 CASTOR3P CCDC103 CCDC107 CCDC12 CCDC125 CCDC174 CCDC191 CCDC194 CCDC43 CCDC59 CCDC77 CCDC78 CCDC86 CCDC9 CCNG2 CCNL1 CCT3 CCT4 CDC42BPG CDC73 CDCA3 CDK20 CDK4 CDK5RAP2 CDK8 CDK9 CDKL3 CDKN1A CDKN2C CDS1 CENPA CENPF CENPW CEP128 CEP152 CEP250 CEP44 CEP76 CFAP410 CFAP418 CFDP1 CFL1 CHAMP1 CHCHD2P6 CHCHD7 CHD6 CHD8 CHD9NB CHMP1A CHMP1B CHMP4B CHMP6 CHN2 CIDECP1 CLASP1 CLCN6 CLCN7 CLEC16A CLEC1A CLHC1 CLK3 CLN3 CLPTM1L CLSTN3 CMAS CMBL CMTR1 CNN1 CNNM3 CNOT7 CNPPD1 COASY COG2 COG4 COG5 COL17A1 COL6A3 COMMD1 COMMD3 COMMD3-BMI1 COMMD4 COMMD8 COMMD9 COPS8 COPS8-DT COQ5 COQ7 COQ7-DT COTL1 COX5AP1 COX7A2L COX7C CPNE7 CPVL CRACDL CREBL2 CREBRF CRISPLD2 CRK CRPPA CSHL1 CSNK2B CSRNP1 CSRNP2 CSRP1 CSRP1-AS1 CSTB CTDP1 CTDP1-DT CTDSP1 CTIF CTNS CTSA CTU1 CTU2 CUL3 CWC25 CWF19L1 CYB5R4 CYCS CYLD DAB2IP DBI DBP DCP1B DCP2 DCTN1 DCTN6 DCTN6-DT DDA1 DDX11L17 DDX23 DDX31 DDX51 DDX59 DDX59-AS1 DENND6A DENND6A-DT DEPDC1 DEPP1 DFFA DGLUCY DHDDS DHRS1 DHX35 DHX35-DT DHX40 DIMT1 DLGAP2 DMGDH DNAAF1 DNAJC8 DND1P1 DNPH1 DNTTIP1 DOCK7 DOCK7-DT DOHH DOLK DPF1 DPH3 DPH7 DPM2 DPP3 DPP3-DT DPP9 DPPA3P6 DRAM1 DRG2 DSE DUS2 DUS4L DUSP10 DVL2 DYM DYNC1LI2 DYNC1LI2-DT DYNLT2 DYRK1A DYRK4 DZANK1 EARS2 ECD ECHDC2 EDDM13 EDF1 EFCAB8 EFTUD2 EGLN2 EHD2 EHMT2 EIF1B EIF1B-AS1 EIF2B1 EIF2B2 EIF2B4 EIF2B5 EIF2B5-DT EIF3D EIF4G1 EIF4G2 EIF4H EIF5A2 ELOB EMC1 EMC1-AS1 EMC3 EMC3-AS1 EMC4 EMC7 EML6 ENPP2 ENPP3 ENSG00000201701 ENSG00000231683 ENSG00000232995 ENSG00000237101 ENSG00000246308 ENSG00000269210 ENSG00000272008 ENSG00000275765 ENSG00000282904 EPB41L4A-AS1 EPN1 EPS15 EPS8L1 ERBIN ERCC1 ERLEC1 ERLIN2 ERMARD ERP29 ESF1 ETV6 EXD2 EXD3 EXOSC3 EXOSC7 EXOSC8 EXTL1 EYA1 EYA2-AS1 FADS1 FAF1 FAHD1 FAM114A2 FAM118B FAM120AOS FAM149B1 FAM162A FAM174C FAM187A FAM193A FAM193B FAM210A FAM21EP FAM21FP FAM222A FAM228B FANCD2 FARS2 FASTKD5 FBXL9P FBXO15 FBXO31 FBXO8 FBXW2 FDX2 FDXR FEM1A FGFR2 FLCN FLVCR2 FMC1 FMC1-LUC7L2 FMNL2 FOS FOXA3 FOXJ3 FOXM1 FOXO3 FRA10AC1 FRAT2 FRG1 FRG1-DT FRG1GP FRG1HP FRMD6 FTO FXN FXYD5 FYCO1 G3BP1 G6PC3 GABARAP GADD45A GADD45B GALNS GALNT16-AS1 GALNT3 GALT GAMT GAN GARS1 GARS1-DT GATB GATC GBA1 GCLC GDF15 GDF5 GET4 GFI1B GFUS GGNBP2 GGPS1 GH2 GID4 GLDC GLOD4 GLT8D2 GLYR1 GMFB GNA11 GNA15-DT GNG7 GNPDA1 GNPTG GNS GOLGA5 GOLPH3L GORAB GORAB-AS1 GOSR2 GOSR2-DT GOT1-DT GPALPP1 GPAM GPANK1 GPN2 GPR137 GPRASP3 GPRIN1 GRAMD2B GRK3-AS1 GRK6 GSK3A GSPT1 GSTA4 GSTCD GSTZ1 GTF2H1 GTF2H3 GTF2IP12 GTF2IP13 GTF2IRD1P1 GTPBP10 GTPBP2 GTPBP3 GTPBP6 GUSBP1 GZF1 H1-0 H2AC17 H2AX H2BC17 H2BC5 H3-3A H3-3A-DT H3-3B H3C10 H3C12 H4C8 HAGH HAGHL HAUS8 HCFC2 HCG14 HDAC4 HDAC4-AS1 HDAC5 HDLBP HECTD3 HEXA HEXA-AS1 HEXD HIF1A-AS3 HIP1R HJV HLA-DPB1 HM13 HMG20A HMG20B HMGB2 HMGXB3 HMOX1 HNRNPAB HNRNPD HNRNPD-DT HNRNPF HNRNPM HOXC13 HPS1 HPS3 HPS4 HPS5 HRCT1 HSDL1 HSP90AA1 HSPA6 HSPBAP1 HTRA2 HUS1 ICAM1 ICE1 ID2 IDH3B IDH3B-DT IER5 IFRD2 IFT20 IGF2R IGSF9B IKZF2 IKZF3 IL23A ILF2 ILF3 ILF3-DT ING3 INPP5B INTS12 INTS3 IPO11 IPO13 IPP IQANK1 IRGQ ISLR2 IST1 ITFG2-AS1 ITGA7 KANSL1 KAT5 KAT6A KCNK1 KCNK15-AS1 KCTD21 KCTD5 KDM3B KDM4C KDM5B KDM5C KDM6A KDM6B KIAA0930 KIAA1143 KIAA1671 KIF15 KIF16B KISS1R KLC1 KLF3P1 KLF7 KLHL12 KLHL22 KLHL42 KLRK1 KMT2A KMT5A KNL1 KNSTRN KPNB1 KPNB1-DT KRT18 KRT19 KSR1 KXD1 LACTB2 LAMC3 LAMP1 LASP1 LATS2 LAX1 LCDR LDAH LGALS1 LILRB3 LINC00200 LINC00452 LINC00470 LINC00475 LINC00511 LINC00578 LINC00620 LINC00652 LINC00963 LINC01270 LINC01503 LINC01556 LINC01623 LINC01719 LINC01962 LINC02028 LINC02136 LINC02206 LINC02210 LINC02210-CRHR1 LINC02453 LINC02532 LINC02846 LINC02851 LINC02918 LINC02971 LINGO1 LMBR1 LMNB1 LMNB1-DT LMTK3 LNPK LNX2 LONP1 LONP2 LOXL1 LOXL4 LPP-AS2 LRIG3 LRIG3-DT LRP1 LRP3 LRRC37A3 LRRC40 LRRC41 LRRC8D LRRC8D-DT LST1 LTA4H LVRN LYRM4 MAD2L1BP MADCAM1 MAF1 MAGOH MAGOH-DT MAGOHB MALAT1 MALSU1 MAN2A1 MAP1LC3B MAP3K12 MAPKAPK5 MAPKAPK5-AS1 MARCHF8 MARK4 MARVELD2 MAST3 MAX MAZ MCM7 MCOLN1 MCRIP2 MCU MDFI MDH1 MDM2 MDN1 MECR MED13 MED13L MED15 MED17 MED23 MED27 MED29 MED9 MEGF9 MELTF MEMO1 METAP1D METTL13 METTL14 METTL14-DT METTL15 METTL25 METTL26 MFAP3 MFF MFF-DT MFN2 MFSD1 MFSD4A MFSD4B-DT MFSD5 MGA MIA3 MIGA2 MIPEP MIR1249 MIR1285-1 MIR1289-1 MIR181A2HG MIR3181 MIR3677HG MIR378D2HG MIR3928 MIR4273 MIR4497 MIR4521 MIR4638 MIR4727 MIR5087 MIR5093 MIR548AW MIR7845 MITD1 MIX23 MLX MMP2 MORF4L1 MPRIP MR1 MRM3 MRPL19 MRPL30 MRPL34 MRPL36 MRPL4 MRPL9 MRPS18B MRPS2 MRPS5 MRRF MRTO4 MTHFR MTHFSD MTND1P29 MYCBPAP MYH9 MYLK3 MYO9B N4BP1 NAF1 NAGPA NAT10 NBEAL2 NCBP2 NCBP2AS2 NCF4 NCLN NCOA6 NCOA7 NDC1 NDOR1 NDUFA10 NDUFA3 NDUFA7 NDUFA9 NDUFAF1 NDUFAF5 NDUFB6 NDUFS4 NDUFS7 NDUFV1 NDUFV1-DT NDUFV2-AS1 NEK6 NELFA NELFB NELFE NEMF NET1 NEURL2 NF2 NFKBIZ NFX1 NFYC NISCH NLN NLRX1 NME1 NME1-NME2 NME6 NMRK2 NOC4L NOL10 NOL4L-DT NOP9 NOSIP NPHP1 NR2F1-AS1 NRBP1 NSG2 NSMCE2 NSMCE4A NSUN2 NTHL1 NTMT1 NUBPL NUBPL-DT NUCB1 NUCKS1 NUF2 NUFIP1 NUMB NUP133 NUP133-DT NUP153 NUP155 NUP188 NUP214 NUP85 NVL OAZ3 ODR4 OGT ONECUT2 OR2B2 ORC3 ORMDL3 OSBPL8 OSER1 OSER1-DT OTUB1 OXNAD1 PACRGL PAF1 PAFAH2 PAN2 PANK3 PANK4 PARD3B PASK PBX2P1 PC PCBP1-AS1 PCNX2 PDCD6IP PDE4A PDHX PDIA5 PDLIM1 PDLIM7 PDP1 PDSS2 PELP1 PELP1-DT PEMT PEPD PEX3 PGBD4 PGPEP1 PHACTR2 PHF12 PHF21B PHF23 PHF5AP7 PHF7 PHLDA3 PHLDB1 PHLDB3 PHYHD1 PI4KB PIAS4 PIDD1 PIERCE1 PIGG PIGL PIM3 PINX1 PINX1-DT PIP4P1 PIPOX PITPNA PKD2L2 PKD2L2-DT PKN2 PLAC9P1 PLAG1 PLAGL2 PLB1 PLD3 PLEKHG2 PLIN2 PLIN3 PLIN4 PLIN5 PLTP PLXNA2 PLXND1 PMAIP1 PMEL PNKD PNPLA6 POGZ POLDIP2 POLG POLG-DT POLR1D POLR1G POLR2E POLR2K POLR3E POLR3F POM121 POMT2 POP4 PPEF1 PPIAP44 PPIL4 PPP1R10 PPP1R12C PPP1R13L PPP1R37 PPP1R7 PPP2R3B PPP2R5E PPP4R3A PPP6R3 PPRC1 PRELID1 PRH1 PRKCSH PRKD2 PRMT1 PRMT3 PRMT5 PRMT5-DT PROSER2-AS1 PRPF3 PRPF31 PRPF39 PRPF39-DT PRR4 PRRC2C PRRG2 PSKH1 PSMB10 PSMB3 PSMC3 PSMD1 PSMD12 PSME3IP1 PSMG2 PTCD1 PTDSS2 PTMA PTPDC1 PTPN11 PTPRE PTPRF PTPRG-AS1 PTPRS PURB PURPL PWP1 PYCR2 QTRT2 RAB11A RAB11FIP5 RAB21 RAB24 RAB4B RAB4B-EGLN2 RAB5B RAB7A RABL2A RABL2B RAD17 RAD18 RAD23A RAD51AP1 RAD9A RANBP1 RANBP10 RANBP2 RANBP6 RAPGEF1 RARS2 RBBP5 RBKS RBM15B RBM18 RBM27 RBM42 RBP5 RCAN1 RCBTB1 RCE1 RCOR1 RDH13 RELB REPIN1 RERE RERG RETREG2 REV1 REV3L REXO1 RFC1 RFT1 RGS5 RGS9 RHBDF1 RHBDL1 RHEBL1 RHNO1 RHOF RILPL2 RIN2 RLF RMDN3 RMND1 RN7SK RN7SKP175 RN7SL1 RN7SL2 RN7SL3 RN7SL832P RNA5SP146 RNA5SP200 RNASE11 RNASE4 RNASE7 RNASEK RNASEK-C17orf49 RNF138 RNF166 RNF185 RNF217 RNF44 RNMT RNPS1 RNU11 RNU2-27P RNU4-2 RNU4ATAC RNU6-8 RNVU1-14 RNVU1-21 RNVU1-27 RNVU1-28 RNVU1-2A RNVU1-6 RPA1 RPGRIP1L RPL18 RPL23 RPL23AP7 RPL23AP82 RPL26 RPL31 RPL38 RPL6 RPL7L1 RPN1 RPS12 RPS23 RPS27A RPS27L RPS28 RPS29 RPS29P8 RPS6KA5 RPS6KB2 RPS7 RPS8 RPS9 RPTOR RPUSD4 RRAGC RRAGC-DT RRP15 RTEL1 RTEL1-TNFRSF6B RTF2 RWDD1 RXRA SAFB SAFB2 SAMD13 SBF2 SCAI SCAMP3 SCARB1 SCFD1 SCN4B SCN8A SDAD1P1 SDE2 SDHAP1 SEC11C SECISBP2 SEMA6A SEMA7A SENP5 SEPHS1 SEPTIN2 SEPTIN7P14 SEPTIN7P2 SEPTIN9 SEPTIN9-DT SERF2 SET SETD1A SF3B3 SF3B6 SFSWAP SGO1 SGO1-AS1 SH2D3A SHARPIN SHF SHFL SHPK SIRT1 SKIC2 SLC12A4 SLC25A12 SLC25A20 SLC25A4 SLC25A51 SLC27A4 SLC29A3 SLC2A3 SLC31A2 SLC35A5 SLC35B1 SLC35B2 SLC35B4 SLC35E1 SLC35F5 SLC35F6 SLC36A1 SLC38A10 SLC38A6 SLC38A7 SLC48A1 SLC49A4 SLC50A1 SLC7A6 SLC9A6 SMAD3 SMARCAL1 SMARCC2 SMARCE1 SMCO4 SMIM8 SMPD3 SMYD4 SNHG19 SNHG25 SNHG30 SNORA13 SNORA21 SNORA50C SNORD101 SNORD104 SNORD46 SNORD55 SNORD60 SNRNP35 SNRPD1 SNX17 SNX29 SOCS2 SOCS4 SPACA9 SPG21 SPHK2 SPNS1 SPOCD1 SPPL3 SPRYD4 SPTLC1 SRA1 SRC SRCAP SRD5A1 SRFBP1 SRM SRPK1 SRRD SRRM5 SRSF11 SSBP3 SSNA1 SSR4P1 SSU72 ST13 ST3GAL2 ST6GALNAC2 ST6GALNAC6 STAM STAM-DT STAM2 STARD7 STAT1 STH STK17B STK25 STMN1 STMN3 STN1 STOML2 STPG3-AS1 STRADA STRADB STT3A STX16 STX16-NPEPL1 STX18 STX18-AS1 SUB1 SUCLG1 SULF2 SUMF1 SUPV3L1 SURF6 SWSAP1 SYMPK SYNJ2 SYNPO SYNRG SYT8 SYTL1 TADA1 TAF11 TAF1B TAF9 TAFA2 TAGLN TAS2R14 TBC1D19 TBC1D20 TBC1D22A TBC1D22A-DT TBCK TBK1 TBL1XR1 TBL3 TBX2-AS1 TBX6 TCEA2 TCEANC2 TCERG1L-AS1 TDG TEAD4 TEDC2 TELO2 TERC TFCP2L1 TFPT THAP4 THRAP3 THUMPD1 TIA1 TIGD1 TIGD6 TIMM21 TIMM22 TJP3 TKT TMBIM4 TMCC2 TMEM11 TMEM11-DT TMEM115 TMEM116 TMEM147 TMEM147-AS1 TMEM199 TMEM203 TMEM208 TMEM232 TMEM259 TMEM39A TMEM59 TMEM9 TMEM94 TNFAIP1 TNFAIP8L1 TNPO2 TNS4 TOB1-AS1 TOM1 TOMM40 TOMM5 TPM1 TPM4 TPP1 TPR TPT1 TPT1-AS1 TRAF3IP2-AS1 TRAF4 TRAF7 TRAK1 TRAK2 TRAP1 TRAPPC2L TRAPPC3 TRAPPC6B TRAPPC8 TRIAP1 TRIM32 TRIM41 TRIM7-AS2 TRMT2A TRMT44 TRMT5 TRMT61B TRPM7 TRPV4 TSACC TSC1 TSC2 TSFM TSN TSNAXIP1 TSPAN9 TSPEAR-AS2 TSR3 TSSC4 TTBK2 TTLL11 TUBA1B TUBA1B-AS1 TUBA1C TUBBP11 TULP3 TULP4 TXNRD2 U2SURP UBA52 UBAC1 UBE2B UBE2D2 UBE2Q1 UBE4A UBFD1 UBN1 UBOX5 UBQLN1 UBQLN1-AS1 UBR4 UBR5 UBXN1 UNC79 UNG UNK UQCC4 UQCC6 UQCR11 UQCRH URAHP UROD USF3 USP15 USP31 USP35 USP48 UTP15 VAMP1 VASP VCPIP1 VCPKMT VDAC2 VGF VPS11 VPS11-DT VPS33A VPS37A VPS37C VPS37D VPS4B VPS50 VRK3 VTI1B VTRNA1-1 VTRNA1-3 WASHC2A WASHC2C WASHC5 WDHD1 WDPCP WDR11 WDR11-DT WDR20 WDR36 WDR43 WDR47 WDR5 WDR5-DT WDR55 WDR74 WDR81 WDTC1 WDTC1-DT WFDC3 WIPI1 WIZ WWP2 XKR9 XPNPEP3 XPO4 XRCC1 XRN2 YBX1 YBX3 YPEL5 YWHAQ ZAR1L ZBED5 ZBED5-AS1 ZBED6 ZC3H11A ZC3H3 ZC3H6 ZCCHC2 ZDHHC12 ZDHHC12-DT ZDHHC24 ZDHHC3 ZDHHC4 ZFTRAF1 ZFYVE1 ZFYVE16 ZFYVE26 ZNF131 ZNF133 ZNF140 ZNF148 ZNF2 ZNF23 ZNF26 ZNF268 ZNF274 ZNF292 ZNF341-AS1 ZNF383 ZNF444 ZNF473 ZNF507 ZNF514 ZNF554 ZNF576 ZNF585B ZNF594 ZNF594-DT ZNF628 ZNF628-DT ZNF687 ZNF687-AS1 ZNF721 ZNF767P ZNF775 ZNF839 ZNF846 ZNRD2 ZNRD2-DT ZSCAN25 ZSWIM6 ZZZ3_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZZZ3_TARGET_GENES AARS1 ABCA11P ACYP1 ADAMTSL5 AFMID AIFM2 ALKBH1 ANKLE2 ANXA2 APIP ARG2 ARHGAP1 ARHGEF1 ARPC5L ASB15-AS1 ATAD3A ATP5PB ATP6V1E2 BAGE2 BASP1 BASP1-AS1 BRWD3 C10orf143 C19orf48P C21orf62-AS1 C2orf49 C2orf49-DT CA5BP1 CCAR1 CCDC97 CCT4 CDC27 CDCA7 CEACAM19 CERNA3 CFAP276 COG4 COMMD1 CPVL CREBZF CSE1L-DT CSNK1D CSTF2T DDX39B DDX39B-AS1 DEGS1 DHX15 DHX29 DHX58 DHX9 DLX3 DMC1 DMTF1 DNA2 DNAAF10 DNAJC19P1 DPP8 DPYSL2 E2F3 EEF1A1 EFCAB7 EIF3F EIF4ENIF1 EIF4G3 ELAPOR1 EMC3 EMC3-AS1 ENSG00000212175 ERVK3-1 ESF1 EZH1 FAM200A FANCB FANCI FBXO11 FGF7 FGFBP3 FLI1 FOXS1 FZD1 GBA1 GFM2 GMFB GOLM2 H2AZ1-DT H2AZP1 H2AZP3 H2BC11 H2BC4 HAR1A HDAC8 HMGA2 HNRNPU HSPB9 HYCC2 ICMT ICMT-DT IFRD1 IGFL4 INTS5 IQCG IRS1 ISLR2 ITGB3BP KAT2A KCNJ5 KCTD10 KDM4A KIAA0586 KLHDC9 KMT5B LAMTOR5 LAMTOR5-AS1 LINC00426 LINC00960 LINC02405 LINC02772 LIPE-AS1 LSM8 LUC7L3 MAP3K8 MAPK10 MCM3 MDGA1 MDM2 MECOM MEIS2 MFF MFF-DT MFSD14A MIR1972-2 MIR3677HG MIR4638 MIR4734 MOSPD2 MPV17 MRPL13 MRPL44 MTBP MTCO3P12 NACA NDUFAF5 NDUFAF6 NDUFB3 NKIRAS1 NOP10 NR2F1 NR2F1-AS1 NREP NSA2 NUP155 NUP188 NUTM1 OPA1 PAXBP1 PCBP2 PCOLCE PCOLCE-AS1 PDHX PDZD2 PGK1 PHF20 PHIP PMEL PNO1 POLH-AS1 POLR3B PRPF4 PRRC2C PSEN1 PSMD1 PUM1 RAB18 RAB2B RAB5B RBBP4 RBM5 RCBTB2 RHOQ RHOXF1P1 RIBC1 RIF1 RN7SL521P RNA5SP395 RNF167 RNPS1 RNU6-1 RPL10A RPL11 RPL15 RPL17 RPL17-C18orf32 RPL24 RPL27 RPL29 RPL3 RPL32 RPL35A RPL36 RPL37 RPL37A RPL37A-DT RPL39 RPL41 RPL5 RPL6 RPL7 RPL8 RPS10 RPS10-NUDT3 RPS14 RPS15A RPS18 RPS2 RPS20 RPS23 RPS3 RPS3A RPS4X RPS6KB1 RPS7 RSBN1L SAT1 SAT1-DT SEC31A SEC62 SEMA3A SETD5 SF3B3 SH2B1 SLC25A11 SLC25A44 SLC4A5 SLC8A3 SLITRK3 SMAD4 SMARCC1 SMARCD2 SMC1A SMC4 SMCHD1 SMG5 SMG8 SMYD2 SNHG17 SNHG25 SNHG9 SNORA50C SNORA78 SNORA7A SNORD104 SNORD15A SNORD43 SNORD54 SNORD58B SNORD84 SNRPB SNX16 SRP19 SRSF11 STAT6 STK3 STRIP2 STX6 SVIL TGM2 TGS1 TIMM9 TK1 TMEM18 TMEM232 TMEM52B TMEM79 TMX4-AS1 TNRC18 TOX4 TP53I3 TRIM41 TUBD1 TVP23B TXNIP TYK2 UBE2I UBE2M UBE3B UBE3C USP47 VEZT VPS51 VPS52 VTI1A WDR76 WDR77 WWP2 XPO5 YEATS2 YEATS2-AS1 ZBTB20 ZBTB20-AS4 ZC2HC1C ZDHHC6 ZFHX3 ZFX ZMYM3 ZNF16 ZNF268 ZNF317 ZNF335 ZNF398 ZNF408 ZNF425 ZNF462 ZNF655 ZNF718 ZNF721 ZNF799 ZNF8-DT ZNF827 AAANWWTGC_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AAANWWTGC_UNKNOWN ACTB ADHFE1 AFF4 ANK2 ANK3 APP ASPA ATOH7 ATP1B1 ATP2B4 ATXN7L1 BCL11A BCL6 BNC2 C11orf87 CACNA1D CACNG3 CALM1 CD14 CDC42EP3 CDC42EP5 CDH13 CDK2AP1 CEPT1 CHD2 CITED2 CNMD CNTFR DAB1 DCAF11 DCHS2 DDIT3 DIS3L DLG2 DLGAP4 DMD DNAJB5 DPYSL5 DRD3 DSCAM DSEL DSTN DTX3L DUSP1 DYNC1I2 EBF1 EFNA5 EGFLAM EIF4EBP2 ELAVL4 ELF4 EPHA7 EPHB2 ESR1 FAM78A FBXW7 FGF7 FGFR2 FN1 FOXN3 FOXP1 FOXP2 FTHL17 FZD7 GANAB GATA3 GLRA2 GPC3 GPC6 GPR21 GPRIN3 GRHL3 GRIN2B GTF2E2 HEPACAM HHEX HOXA2 HOXA3 HOXB2 HOXB6 HOXC4 IGF2BP1 INHBA ITM2C JADE2 KANK1 KCNJ13 KLF12 KLF14 KRTAP8-1 LEAP2 LINC00314 LIPG LOX LOXL4 LRRC3B LRRN1 LSAMP LUC7L3 MAML3 MAN2A2 MAP3K4 MAPK3 MBNL1 MEF2C MEIS1 MGLL MID1 MLLT6 MMP3 MPZL3 MRAP MRPL24 MRPS18B MYCL MYH2 MYLK NCBP3 NEK6 NEUROG1 NFE2L2 NNAT NR2F2 NRAS NTN1 NTRK3 OLFM1 OLIG2 OMG OTX2 PARP9 PATZ1 PAX1 PAX6 PCSK1 PCTP PDGFRB PHOX2B PHTF1 PIK3R3 POU2F1 POU4F1 PPARGC1A PPFIA2 PPP1R10 PPP2R2A PPP3CC PRDM16 PRIMA1 PRPF4B RAB10 RBMX RORA RRS1 RSPO2 S100PBP SALL3 SAMD12 SATB2 SEMA6C SESN2 SFRP2 SGCD SHC3 SIX5 SKIL SKP2 SLMAP SNCAIP SNX25 SORT1 SOX13 SOX4 SOX5 SPAG9 SPARCL1 SSBP3 STEAP2 TBC1D8B TFAP4 TFDP2 TGIF1 THAP12 THBS2 TLE4 TLK1 TLX3 TRAM1 TRPM3 TSC22D4 ZFPM1 ZHX3 ZNF462 ZNF827 ZW10 AAAYRNCTG_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AAAYRNCTG_UNKNOWN ABT1 ACVR1 ADAM12 ADD3 ADGRB3 AGGF1 ANKRD12 ANKRD28 AP4S1 APBB2 APOBR AQP2 ARHGAP44 ARID1A ARID4A ARPC2 ARSG ARX ASB4 ASPH ATOH8 ATP1A2 ATP5IF1 ATP5MG AXDND1 B4GALT6 BAMBI BCL2L1 BCL9 BMPR1B BMX BRSK2 BTBD3 BUB3 C7orf33 CA3 CACNA2D3 CACNB2 CAPN1 CAPZA1 CASQ2 CBX2 CCDC174 CCNJ CCNY CDC23 CDH2 CER1 CFAP161 CHRM1 CITED2 CLDN5 CLTC CLTRN CMKLR1 CNTLN CNTN1 COCH COL12A1 COL1A2 COL4A5 COL4A6 COLCA1 COLEC10 CRAT CRH CRKL CRYGD CRYGS CSNK1A1 CSRNP3 CSTF3 CYBRD1 CYRIA DAAM1 DBNDD2 DCAKD DDAH2 DDX4 DEF6 DENND4A DGKB DHH DHRS4 DHRS4L2 DIDO1 DMD DMRT1 DNAJA2 DNAJB3 DNAJB4 DSCAML1 DUSP4 DYNC1I1 DYRK1A EDA EFNA1 EGFLAM EIF5 EMX2 EPC1 EPHA7 ERBB4 ERG28 ERRFI1 ESRP2 ESRRB ESRRG EYA1 FAM216B FAM83F FCER1A FGD4 FGF10 FGF12 FGFR1 FGFR1OP2 FIZ1 FKRP FMNL3 FNDC9 FOXA1 FOXG1 FOXO4 FOXP2 FSIP2 FST GABRA3 GDNF GFI1 GGNBP2 GJB4 GLDN GNAQ GPR85 GPRC5D GRIN2B GSE1 H3-3A HDAC8 HESX1 HEXIM2 HGF HIC2 HID1 HIP1R HOXA10 HOXA5 HOXB8 HPSE2 HSD3B7 ICAM4 ID1 IGF1 IL1RAPL1 INHBC IP6K2 ITGA10 ITGA8 JADE2 JPH1 JPT1 KANK2 KCNIP2 KCNK5 KCNN3 KCNQ1DN KITLG KLF5 KLHDC10 KLHL20 KLHL3 KMT2A LARS2 LBX2-AS1 LENG9 LHFPL6 LHX9 LINC02910 LIX1 LMO7 LRP5 LRRC4 LRRN4CL LTBP1 MAML1 MANF MAP2 MAP3K5 MAP6 MEIS1 MGAT1 MGAT4A MID1 MOAP1 MPPED2 MRPL13 MTA2 MTBP MTRFR MYF6 MYH1 MYH10 MYO18A NAGLU NAPB NAV2 NAV3 NCDN NDNF NDST4 NDUFS4 NEK1 NEK2 NFATC4 NFYB NMI NMT1 NR2F1 NRG1 NTRK2 NUP54 NXPH4 OMA1 OMG OR2L13 OTX2 PACRG PALS2 PART1 PCDH17 PCDH18 PCF11 PCYT1B PDGFB PDGFRA PDLIM2 PDS5B PDZRN4 PFN2 PHC2 PHEX PHF1 PHF6 PHOX2B PLAGL2 PLEC PLEKHM1 PLP2 PLPP3 PMCH PMCHL1 PODXL2 POFUT1 POU2AF1 POU4F1 PPP1R9B PPP2R3A PPP2R5E PPP3CA PRELP PRKCG PRKCQ PRKN PROK2 PTCHD4 PTGR3 PTH1R PTPA PXN R3HDM1 RAB30 RAB5B RAB5C RAPGEF4 RBMS3 RGS17 RNF146 ROBO4 ROR1 RPLP0 RTN1 S1PR2 SCN3B SCN5A SCN8A SCOC SDCBP SEMA6D SEPTIN7 SESN3 SGCD SH2D6 SHC3 SHCBP1L SIPA1 SIRPA SLC26A6 SLC4A1 SLC6A1 SMARCA2 SNX9 SORBS2 SOX12 SOX21 SOX30 SOX5 SPINDOC SPOCK2 SPTLC2 SRGAP2 SRSF8 SSBP2 ST7L STAC3 STAG1 STAG2 STC2 STRN3 STRN4 TAS1R2 TEF TENT4B TFAP4 TFDP2 TM2D3 TMEM182 TMEM69 TMSB4X TMSB4XP1 TMSB4XP6 TMSB4XP8 TNFAIP8 TNS1 TNXB TP53INP2 TRDN TREML1 TRIM28 TRIM68 TRIM8 TRIML1 TRPS1 TSC22D3 TSPAN7 TSPY26P TSSK3 TTC17 TUSC2 UBE2W UBXN10 USP1 VDR VIP VKORC1L1 VWA5A WBP1 WNT2B WT1 WT1-AS XRCC1 ZBTB11 ZBTB18 ZFP91 ZFPM2 ZIC1 ZIC4 ZMAT3 ZNF296 ZNF503 ZNF521 ZNF524 ZNF654 ZNF687 ZNF710 AAAYWAACM_HFH4_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AAAYWAACM_HFH4_01 ADAM11 ADAMTS14 ANGPT2 ANGPTL1 ANKRD11 ARHGAP30 ARHGEF2 ARID1B ARPP21 ASIC1 ASXL1 ATF7IP ATOH1 ATOH8 ATP2A2 AZI2 BCL11B BCL6 BCOR BDH1 BDNF BMP7 BOK BRCA2 BUB3 C1QTNF3 C1QTNF6 C7orf33 CADM1 CADM2 CALD1 CAST CCN1 CD36 CD68 CDH10 CDK11A CDK11B CHN2 CILK1 CLN5 CLVS1 CNBP CNPPD1 CNTNAP4 CPEB3 CPNE1 CREBRF CRH CRIM1 CRY2 CSMD3 CTDSPL2 CUTA CXXC5 CYRIA DMD DNAJB12 DOCK3 DTNA DUSP1 EFNA1 EGR2 EIF4G1 ELOVL6 EMSY ENPP2 EPB41L3 EPHB1 EVL FBXL22 FEZF2 FGF13 FGF17 FLRT3 FOSB FOXA2 FOXJ3 FOXP2 FSTL1 FUT11 GATA6 GFRA1 GNL2 GOLGA1 GPR142 GPR85 GPX1 GRB7 GRHL1 GRIK2 GRIK3 GSC GSX1 H2AZ2 HESX1 HMCN1 HMGN2 HOXA10 HOXA11 HOXA6 HOXA9 HOXB4 HOXB8 HOXC12 HSF2 HSPA2 HTR1B ID2 ID4 IDH1 IKZF3 IMPDH1 ING3 INMT INSM1 IQGAP3 IRF4 IRS1 IRS4 ITGA3 ITGBL1 KCNH6 KCNQ5 KLF12 KLF3 KLF3-AS1 KLF7 KLHL3 KRTAP11-1 KRTAP17-1 LGI1 LHX9 LIN37 LINC00474 LRRC3B LYST MAB21L2 MAFF MAML2 MAP3K3 MARCHF5 MBOAT2 MCC MEF2C MGLL MIDEAS MINDY1 MITF MSI2 MYL1 MYLIP NALCN NAV3 NCAM1 NCOA5 NDRG1 NEDD4 NEO1 NFE2L3 NFIX NIPBL NKAIN2 NKAPP1 NKD1 NLGN3 NMNAT2 NR2F2 NR4A3 NREP NRK NRXN3 NSG2 NTN1 NUDT11 ODF3L1 OMG OTX2 P2RY10 PAIP2 PALMD PAQR9 PBX1 PDCD4 PGM2 PHEX PIK3C2A PLPP3 PMCH PPARGC1A PPP1CB PPP1R2B PRDM1 PRMT3 PRR34 PRX PURA RAD21 RALGPS2 RBFOX1 RBM39 RBP3 REEP4 REPS2 RETREG2 RFTN2 RGL2 RPS6KB1 RTL9 SCG3 SCN2A SCRG1 SDK2 SEMA3A SGK1 SIM1 SIN3A SLC10A7 SLC39A8 SLC44A1 SLIT3 SLITRK2 SMARCA2 SNCAIP SNTB2 SNW1 SOX1 SOX3 SPATA18 SPON1 STAG2 STAP1 STARD13 STX16 STX5 SYNE4 SYTL2 TACSTD2 TBCC TBX3 TCF4 TCF7L2 TENT4B TFEC TJP1 TLE3 TP63 TPI1P2 TRIM8 TSHZ2 TSPAN13 TSSK2 UBE3A UNC13D VASN WFDC10A WFDC9 WNT5A ZBTB37 ZHX2 ZIC3 ZMYND8 AACTTT_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AACTTT_UNKNOWN AAK1 ABCA10 ABCA12 ABCB5 ABCC5 ABCD1 ABCF2 ABHD17B ABHD4 ABL1 ACAN ACBD3 ACBD5 ACKR3 ACMSD ACOXL ACSBG1 ACSF2 ACSL4 ACSS2 ACTB ACTR3 ACVR1C ADAM17 ADAM23 ADAM9 ADAMTS2 ADAMTS5 ADAMTS6 ADAMTS9 ADAMTSL1 ADAMTSL3 ADCY2 ADCY6 ADCY8 ADD3 ADGRB2 ADGRB3 ADGRD1 ADGRF4 ADGRL2 ADGRV1 ADM ADNP ADRA1A ADRA1B ADRB2 AFF2 AFF3 AGO2 AGPAT4 AJUBA AKIRIN2 AKT3 ALCAM ALDH1A1 ALDH6A1 ALK ALX4 AMD1 AMDHD2 AMIGO2 AMMECR1L AMOTL1 AMY2B ANGEL1 ANGPT2 ANK3 ANKRD13B ANKRD30BP2 ANKRD36B ANKS1A ANKS1B ANP32A ANXA11 ANXA13 AP1AR AP1S2 APBA1 APBB2 APP APPBP2 AQP1 ARAP2 ARF3 ARF6 ARFGEF1 ARHGAP21 ARHGAP36 ARHGAP44 ARHGEF11 ARHGEF17 ARHGEF2 ARHGEF7 ARID1A ARID1B ARID3B ARL14EP ARL3 ARL4A ARL5B ARMCX3 ARMT1 ARPC2 ARPP21 ARRDC1-AS1 ARRDC3 ARSJ ARVCF ASB4 ASB5 ASB9 ASTN1 ATF3 ATF7 ATL2 ATL3 ATOH1 ATP11C ATP2B4 ATP5MC3 ATP7A ATP8A2 ATXN1 ATXN3 ATXN7L1 ATXN7L2 AUTS2 AVPR1B AXIN2 AXL AZIN1 B3GLCT BARHL2 BASP1 BASP1-AS1 BBS12 BCAP31 BCAR3 BCHE BCL11A BCL11B BCL2A1 BCL6 BCL9 BCL9L BCOR BCS1L BDNF BEGAIN BEND6 BHLHE22 BHLHE40 BIRC6 BLCAP BLTP3A BMF BMI1 BMP1 BMP5 BMPR2 BNC2 BPTF BRINP3 BRS3 BTBD3 BTC BTF3P11 BTG1 BTLA BTRC BUB3 C11orf87 C14orf178 C1QTNF7 C1orf122 C1orf198 C21orf91 C2orf16 C2orf27A C6orf62 C9orf85 CA10 CA12 CA13 CA3 CABP1 CABP7 CACNA1D CACNA1E CACNA1F CACNA1G CACNA1H CACNA2D3 CACNB1 CACNB2 CACNB3 CACNG2 CACNG3 CACUL1 CADM1 CADPS CALB1 CALB2 CALD1 CALM1 CALM3 CALN1 CAMK1D CAMK2A CAMK2D CAMKV CAPN6 CAPS CARTPT CASKIN2 CASQ2 CASZ1 CAVIN2 CBFA2T3 CBLB CBLN4 CBX7 CBX8 CCDC181 CCDC22 CCDC71L CCDC80 CCDC88A CCN1 CCN4 CCNB2 CCNC CCNJL CCR1 CCSER2 CD274 CD34 CD40LG CD69 CD72 CDC14B CDC73 CDCA2 CDCA7 CDH1 CDH10 CDH11 CDH13 CDH5 CDH7 CDH9 CDIN1 CDK12 CDK15 CDK17 CDK18 CDK2AP1 CDK5 CDK6 CDKL5 CDR2L CDS1 CDYL CEACAM20 CELF3 CELF4 CEP290 CEP350 CEPT1 CFAP47 CFAP65 CFHR1 CFHR2 CFHR3 CFHR5 CGRRF1 CHCHD7 CHD2 CHD6 CHID1 CHN1 CHN2 CHODL CHP1 CHRDL1 CHRNA6 CHST1 CHST11 CHST8 CIB1 CIC CISH CITED1 CKS1B CLCN3 CLDN8 CLEC18C CLEC1B CLIC4 CLRN3 CLSTN2 CLTA CLVS1 CMIP CMTM4 CNKSR2 CNTF CNTFR CNTN1 CNTN4 CNTN6 CNTNAP2 CNTNAP5 COG3 COG5 COL13A1 COL19A1 COL1A2 COL25A1 COL27A1 COL3A1 COL4A5 COL4A6 COL9A1 COLEC10 COLEC12 COMMD3 COPG2 CORT CP CPA2 CPEB2 CPNE4 CPNE5 CPNE8 CPNE9 CPT1A CRACDL CRB3 CREB1 CREB3L2 CREB5 CREBBP CREBZF CREM CRH CRHBP CRIM1 CRP CRTAC1 CRYGC CRYZL1 CSF3 CSMD3 CSNK1A1L CSNK2A1 CSNK2A2 CSRNP1 CSRNP3 CTBP2 CTCF CTDSP1 CTNNA3 CTNNB1 CTNND1 CTNND2 CTSS CUL1 CUL3 CUX1 CXXC4 CXXC5 CYLD CYP26A1 CYP26B1 CYRIA CYSLTR2 CYTH3 DAAM1 DAAM2 DAB1 DACH1 DACH2 DACT1 DARS1 DCAF6 DCAKD DCN DCSTAMP DDIT3 DDR2 DDX17 DDX3X DDX3Y DDX46 DEDD DENND6A DEPDC7 DGKD DGKH DGKI DHRS3 DHX40 DIABLO DIAPH1 DIP2B DIP2C DIPK2A DIS3L DLG2 DLGAP4 DLK1 DLL1 DLX1 DMD DMRT2 DMRT3 DNAJA1 DNAJA2 DNMT3A DOCK11 DOCK3 DOCK4 DOCK8-AS1 DOP1A DPF3 DPYSL3 DRC3 DRD3 DSCAML1 DSPP DTNA DTX3L DUS4L DUSP10 DYNC1I1 DYRK1A DZIP1 EBF1 EBF2 ECHDC2 ECT2 EDA EDEM3 EDIL3 EED EEF1DP3 EFCAB11 EFHC2 EFNA4 EFNA5 EFNB2 EFNB3 EGF EGFLAM EGLN3 EGR2 EGR3 EHBP1 EHD4 EHF EIF1AX EIF1AY EIF2B4 EIF2B5 EIF2S2 EIF3E EIF3J EIF4E EIF4EBP2 EIF4G1 EIF5 EIF5A2 ELAVL2 ELAVL4 ELF4 ELK3 ELMO1 ELMO2 ELOVL4 ELOVL5 EMCN EMSY EMX2 ENAH ENHO ENO3 ENPP2 ENSG00000204117 ENSG00000291228 ENTR1 EOMES EPC1 EPHA5 EPHA7 EPHB1 EPHB2 EPHX2 EPN3 EPYC ERBB2 ERBB4 ERF ERG ERLIN1 ERO1A ESR1 ESRRG ETF1 ETNK2 ETV1 ETV4 ETV5 ETV6 EVA1C EVC2 EVX1 EXT1 EXTL2 EYA1 EYA4 F2RL1 FABP4 FAM110D FAM13C FAM20B FAM53B FAM78A FAM81A FAM91A1 FANCB FARP1 FAT1 FAXDC2 FBXL5 FBXO2 FBXO44 FBXW7 FCGRT FCHSD2 FDX2 FEZF2 FGF10 FGF12 FGF13 FGF14 FGF16 FGF23 FGF9 FGFR1 FGFR1OP2 FGFR2 FILIP1 FIP1L1 FKBP4 FLI1 FLRT3 FMNL1 FMR1 FOS FOSB FOSL1 FOXA1 FOXA2 FOXB1 FOXD3 FOXN3 FOXO1 FOXO3 FOXO4 FOXP2 FOXP3 FRAS1 FRMD5 FST FUT9 FYCO1 FZD5 FZD7 G3BP1 GABARAP GABRA1 GABRA3 GABRB1 GABRG1 GALNT14 GALNT4 GANC GAREM1 GARIN2 GARNL3 GASK1B GATA1 GC GCAT GCG GCH1 GEM GFPT2 GFRA1 GHR GIGYF2 GINM1 GIT1 GJA1 GK GLDC GLG1 GLS GMPPB GNA13 GNAI1 GNAS GNB1 GNB4 GNG4 GOLPH3L GPATCH2 GPBP1 GPC3 GPC4 GPC6 GPHB5 GPR183 GPR22 GPR37 GPR50 GPR52 GPR61 GPR63 GPR65 GPR85 GPRC5B GPRC5D GPRIN3 GPX1 GREB1 GRHL2 GRHL3 GRIA3 GRID2 GRIK1 GRIK3 GRIN3A GRK2 GRK6 GRM1 GRM3 GRPR GSS GTF2E2 GUCY2C GYPC GYS2 H1-0 H3-3A HAO1 HAPLN1 HAT1 HBP1 HCCS HCFC1R1 HCN1 HCN4 HCRTR2 HDAC4 HDGF HDX HEBP1 HECTD2 HECTD4 HEMGN HES1 HES7 HESX1 HIF1A HIPK1 HLX HMBOX1 HMGB1 HMGN2 HMGN5 HNF1A HNRNPR HNRNPUL1 HOMER1 HOMEZ HOOK1 HOXA1 HOXA10 HOXA11 HOXA2 HOXA3 HOXA5 HOXA6 HOXA7 HOXB2 HOXB3 HOXB4 HOXB6 HOXB7 HOXB8 HOXB9 HOXC10 HOXC11 HOXC12 HOXC4 HOXC5 HOXC6 HOXC8 HOXD10 HOXD3 HOXD4 HPCAL1 HPSE2 HRH3 HRK HS2ST1 HS3ST3B1 HS3ST4 HSD17B12 HSD17B14 HSD3B7 HSPB1 HSPG2 HSPH1 HTR2A HTR2B HTR2C HYCC1 ID2 ID3 IER5L IFNB1 IFNLR1 IFT57 IGF1 IGF1R IGF2BP1 IGF2R IGSF21 IGSF6 IKZF2 IKZF3 IL10 IL11 IL16 IL18R1 IL1RAPL1 IL1RAPL2 IL21 IL6ST IL9 ILDR2 ILRUN IMPA2 IMPDH1 IMPDH2 INF2 ING1 ING3 ING4 INHBA INO80D INPPL1 INTS13 INTS9 INVS IPO4 IQGAP2 IRAG1 IRF1 IRF2BP1 IRF2BPL IRS4 IRX3 IRX4 IRX5 IRX6 ISCA2 ISL1 ISYNA1 ITGA1 ITGB4 ITGBL1 ITIH2 ITM2C ITSN1 JADE1 JADE2 JADE3 JAG1 JARID2 JAZF1 JPH1 JPT1 JUN JUP KANK2 KANK4 KANSL1 KAT6A KCMF1 KCND3 KCNE2 KCNG3 KCNH8 KCNIP1 KCNIP4 KCNJ13 KCNJ2 KCNJ3 KCNJ8 KCNK12 KCNMA1 KCNN2 KCNQ4 KCNS2 KCNS3 KCTD15 KCTD4 KCTD9 KDELR2 KDM2A KDM3A KDM3B KDM6A KIF3B KIF5B KIFAP3 KIRREL3 KIT KITLG KIZ KLF12 KLF14 KLF4 KLF6 KLF8 KLHL3 KLHL32 KLHL36 KMT2A KMT2C KMT2D KMT5A KNTC1 KPNA6 KRAS KRIT1 KRT10-AS1 KRT18P55 KRT35 KRT8P41 KRTAP22-1 KYNU LAMA4 LAMB2 LAMP2 LAMP5 LAPTM4B LARGE1 LARP1B LARP4 LASP1 LCE1F LCOR LDAH LDB1 LDB2 LDLRAD3 LEAP2 LEF1 LETM2 LHFPL3 LHX1 LHX2 LHX6 LIN28A LIN37 LINC00472 LINC02915 LIX1 LMNA LMO3 LMX1A LNPEP LOX LOXHD1 LRATD2 LRMDA LRP1 LRP10 LRP1B LRP6 LRP8 LRR1 LRRC1 LRRC2 LRRC3B LRRC75A LRRC8D LRRFIP2 LRRN1 LRRTM1 LRRTM3 LRRTM4 LSAMP LSR LTBP1 LUC7L LUC7L2 LUC7L3 LUM LURAP1L LUZP1 LZTS2 MAB21L1 MACIR MACO1 MAF MAFA MAFB MAGI1 MAGT1 MALL MAML3 MAN1A2 MANF MAP1B MAP2K6 MAP3K3 MAP3K4 MAP4K3 MAPK10 MAPK11 MAPK3 MARCHF3 MARCHF7 MAST4 MB21D2 MBD5 MBD6 MBNL1 MBNL2 MBOAT2 MC3R MCF2 MCHR1 MCU MDFI MDGA1 MECOM MECP2 MED12 MED12L MED13 MED25 MEF2B MEF2C MEIS1 MEIS2 MELK MEP1A MERTK MFSD14A MGLL MGST1 MID1 MID2 MIDEAS MIEF1 MIPOL1 MIR137HG MIR17HG MIR22HG MIR9-1HG MITF MLEC MLF2 MLLT10 MLLT3 MLN MMD MMP13 MMP16 MMP2 MMP24 MN1 MORF4 MORF4L2 MOS MOSPD2 MOXD1 MPC2 MPLKIP MPP2 MREG MRFAP1 MRGPRF MRPL1 MRPL47 MRPS31 MRPS6 MRTFA MSI2 MSTN MSX2 MTCH2 MTSS1 MXI1 MYBPC1 MYC MYCL MYH1 MYH10 MYL1 MYLIP MYO18A MYO1E MYOD1 MYOZ2 MYT1 NADK2 NAP1L5 NAV3 NBPF11 NCALD NCAM2 NCDN NCKAP5 NCOA2 NCOA3 NCOA5 NDNF NDP NDST3 NDST4 NDUFA11 NDUFB5 NEBL NECTIN1 NEFM NEK6 NELL1 NELL2 NETO1 NETO2 NEUROD1 NEUROD4 NEUROD6 NEUROG1 NF2 NFAT5 NFATC4 NFE2L1 NFIA NFIB NFKB2 NFKBIA NFKBID NHLH1 NHS NIPBL NKAIN3 NKD1 NKX2-1 NKX2-2 NKX6-1 NLGN1 NLGN3 NLK NMT1 NMT2 NOG NOL4 NOL4L NOS1 NOTCH1 NOVA1 NOX3 NPAS2 NPAS3 NPC2 NPHP4 NPSR1 NPTX2 NPTXR NPVF NR1D1 NR2E1 NR2F1 NR2F2 NR2F6 NR3C1 NR3C2 NR4A2 NR4A3 NR5A2 NR6A1 NRAS NRG1 NRK NRP2 NRSN1 NRSN2 NRXN1 NSD1 NSD2 NSG2 NTN1 NTNG2 NTRK3 NUAK2 NUCB1 NUCB2 NUDT4 NUP54 NUP93 NVL NXF1 NXF3 NXPH1 NXPH3 NXPH4 ODAD2 OLA1 OLFM1 OLFML3 OLIG3 ONECUT2 OR2S2 OR2W1 ORC4 OSBPL6 OSBPL7 OSBPL9 OSR1 OTC OTP OTUB1 OTUD7B OTX1 OTX2 OVOL2 OXCT1 OXR1 P2RY10 P2RY13 PABIR1 PABIR2 PABPC1 PACSIN2 PAIP1 PALS1 PALS2 PARD3 PARP6 PARP9 PATZ1 PAX2 PAX6 PAX7 PAX9 PBX1 PBX3 PBXIP1 PCDH10 PCDH11X PCDH11Y PCDH18 PCDH7 PCDH8 PCDH9 PCDHGC3 PCF11 PCGF5 PCK2 PCM1 PCSK1 PCSK5 PCYOX1L PDCD10 PDCD5 PDE1A PDE2A PDE4B PDE4D PDE7A PDE9A PDGFB PDIA4 PDLIM3 PDPN PDS5A PDS5B PDYN PDZRN4 PELO PEX5L PFKFB1 PFN1 PFN2 PGRMC1 PGRMC2 PGS1 PHACTR3 PHC2 PHEX PHF13 PHF20 PHF21A PHF21B PHF6 PHF8 PHKA1 PHOX2B PHYHIP PIAS1 PIAS2 PIAS3 PICALM PID1 PIK3R1 PIK3R3 PIKFYVE PIP4K2A PITPNC1 PITX2 PITX3 PKD2L2 PKHD1 PKIG PLA2G4B PLAG1 PLAGL1 PLCB1 PLCB3 PLCL1 PLEKHA8 PLIN1 PLP1 PLPP3 PLPP6 PLPPR1 PLXDC2 PLXNA2 PLXNC1 PMEPA1 PMF1 PNOC PNPLA6 POC1B POSTN POU2F1 POU3F1 POU3F2 POU3F3 POU3F4 POU4F1 POU4F2 PPARD PPARGC1A PPARGC1B PPFIA2 PPM1A PPM1E PPM1J PPME1 PPP1R12A PPP1R17 PPP1R1B PPP1R3B PPP2CB PPP2R2A PPP2R2B PPP2R3A PPP2R5B PPP4R2 PPP4R3A PPRC1 PRDM1 PRDM12 PRDM13 PRDM16 PRDX4 PRELID2 PREP PRICKLE1 PRIMA1 PRKAA2 PRKAB2 PRKACB PRKAG2 PRKAR2B PRKCG PRKCI PRKD2 PRMT3 PRNP PROK2 PROX1 PRPF3 PRPF31 PRPF38B PRPF4B PRPS1 PRR15 PRRC2A PRRT2 PRRX1 PRRX2 PRSS12 PRSS35 PRUNE2 PSAT1 PSENEN PSMA8 PSMD11 PSME3IP1 PTBP2 PTCH1 PTCHD1 PTEN PTGFRN PTGS2 PTH2R PTHLH PTK2 PTMA PTPRF PTPRG PTPRK PUM3 PURA PWWP2B PYGO1 PYGO2 PYM1 QRFP QRFPR R3HDM1 RAB11FIP5 RAB1A RAB23 RAB30 RAB3C RAB6C RABGAP1 RABGAP1L RAD21 RAD23A RALBP1 RALYL RAMP2 RANGAP1 RAP1B RAP2A RAP2B RAP2C RAPGEF4 RAPGEF5 RARB RASA4 RASSF2 RB1CC1 RBFOX1 RBM14 RBMS1 RBMS3 RBMX RBP2 RBPMS RCAN2 RCBTB2 RCOR2 REEP4 REL RELCH RELN REPS1 REPS2 REST RFC1 RFTN2 RFX3 RFX4 RFX5 RFXANK RGMA RGS3 RHOB RHOBTB1 RHOQ RIC3 RILPL1 RILPL2 RIMS1 RIT1 RIT2 RMND1 RMND5A RND2 RNF122 RNF128 RNF13 RNF14 RNF144B RNF145 RNF152 RNF182 RNF19B RNF220 RNF38 ROCK2 ROGDI ROR1 RORA RORB RP2 RPL34 RPL34-DT RPS6KA2 RPS6KA3 RPS6KA5 RRAGD RREB1 RSPO2 RSPRY1 RSRC2 RTL3 RTL9 RTRAF RUNX1 RUNX1T1 RXFP1 RYBP RYR3 SALL1 SALL3 SAMD1 SAP130 SAP30 SAP30L SASS6 SATB1 SAV1 SCAF4 SCAF8 SCAI SCARA5 SCG2 SCN1A SCN4B SCN5A SCN8A SCRT2 SCUBE2 SCUBE3 SDC4 SDCBP SDF2 SDHAF3 SDHC SEC24B SECISBP2 SEL1L SEL1L3 SELENOF SELENOP SEMA3A SEMA3F SEMA4C SEMA5A SEMA6A SEMA6D SENP6 SEPHS1 SERPINC1 SERPIND1 SERPING1 SERPINH1 SERPINI1 SERTAD4 SESN1 SESN2 SESN3 SETD2 SETD7 SEZ6L SFSWAP SFXN2 SFXN5 SGCD SH3BGRL SH3BGRL3 SH3BP4 SH3BP5 SH3D21 SH3GL2 SH3KBP1 SHANK2 SHC1 SHC3 SHCBP1 SHOX2 SI SIAH3 SIDT1 SIM1 SIRT6 SIX3 SIX5 SKIDA1 SKIL SLAIN1 SLC10A1 SLC10A2 SLC12A2 SLC13A4 SLC16A14 SLC16A6 SLC17A4 SLC1A3 SLC22A11 SLC22A12 SLC22A5 SLC24A2 SLC24A3 SLC24A4 SLC25A28 SLC26A3 SLC26A7 SLC2A10 SLC2A12 SLC2A13 SLC2A4 SLC30A7 SLC39A11 SLC39A13 SLC4A10 SLC4A2 SLC4A7 SLC5A3 SLC6A1 SLC6A11 SLC6A15 SLC7A9 SLC9A1 SLCO3A1 SLIT3 SLITRK1 SLITRK2 SLITRK3 SLITRK5 SLITRK6 SLK SMAD1 SMAD2 SMAD5 SMAD6 SMARCA2 SMOC1 SMPX SMYD2 SNCA SNCAIP SND1-IT1 SNN SNTB2 SNTG1 SNW1 SNX1 SNX17 SNX21 SNX27 SOAT1 SOBP SOCS1 SOCS2 SORBS1 SORCS3 SOSTDC1 SOX1 SOX13 SOX14 SOX18 SOX2 SOX21 SOX3 SOX4 SOX5 SOX6 SOX9 SP4 SP7 SPAG9 SPARC SPARCL1 SPART SPATA17 SPG21 SPHK1 SPIB SPINK5 SPP1 SPRY1 SPRY2 SPSB2 SPTB SPTBN2 SPTSSB SRBD1 SRC SREBF1 SREBF2 SREK1 SRGAP1 SRPX2 SRRM4 SRSF1 SRSF2 SRSF6 SSBP2 SSBP3 SSH2 SSR1 SSTR3 ST18 ST3GAL1 ST3GAL2 ST6GALNAC3 ST6GALNAC5 ST8SIA1 ST8SIA2 STAC STAC2 STAG1 STAG2 STARD13 STAT3 STAU1 STC1 STC2 STEAP2 STEAP3 STEAP4 STIM1 STK3 STK32B STK38L STK39 STMN4 STX1A STX6 STXBP6 SUFU SUGCT SUMO2 SUMO4 SUPT6H SYNE1 SYNE2 SYNPR SYT6 SYT9 SYTL2 SZRD1 TAB2 TAB3 TAC1 TACR1 TAF10 TAF11 TAF2 TAFA1 TAFA2 TAFA4 TAFAZZIN TAL1 TAOK3 TBC1D8B TBK1 TBX5 TBXAS1 TCEAL8 TCERG1L TCF12 TCF4 TCF7L1 TCF7L2 TCP11 TDP1 TDRD3 TEAD1 TEAD2 TECTA TEF TENM3-AS1 TENT4B TENT5C TFAP2A TFAP2D TFAP4 TFDP2 TFPT TGFB3 TGIF1 TGIF2 TGM4 THBS1 THOC6 THRAP3 TIMM50 TIMP3 TIMP4 TLE1 TLE3 TLE4 TLK1 TLK2 TLR1 TLX3 TM2D2 TMEFF1 TMEFF2 TMEM107 TMEM132E TMEM132E-DT TMEM145 TMEM182 TMEM196 TMEM229B TMEM243 TMEM35A TMEM38A TMEM47 TMEM52 TMEM65 TMEM74B TMEM87A TMSB15A TMSB4XP1 TMSB4XP4 TMTC2 TNF TNFAIP8L1 TNFRSF19 TNFRSF21 TNFSF10 TNFSF18 TNIP3 TNNC1 TNPO2 TOB1 TOB2 TOM1 TOM1L2 TOMM22 TOP1 TOX2 TP53 TP63 TPBG TPM3 TRAF2 TRAF3 TRAF4 TRARG1 TRDN TREM1 TRERF1 TRHR TRIB1 TRIM2 TRIM8 TRMT13 TRMT9B TRPC1 TRPC4 TRPC5 TRPM3 TRPS1 TSC1 TSC22D1 TSC22D4 TSEN54 TSHR TSHZ2 TSKU TSPAN2 TSPAN6 TSPAN7 TSPAN9 TTBK2 TTC17 TTC23 TUBA1C TUBB2B TXLNG TXLNGY TYRO3 U2AF1L4 U2AF2 UAP1 UBA3 UBE2A UBE2C UBE2E1 UBE2E2 UBE2F UBE2L3 UBE2O UBE2R2 UBN1 UBR1 UBR3 UBR4 UBXN4 UCK2 UGP2 UNC79 UQCRFS1 URI1 USB1 USO1 USP12 USP13 USP25 USP46 UST UTP18 UTP4 UTY UVRAG VANGL1 VAX1 VCAN VCL VEGFA VEGFD VEZF1 VIM VIPR2 VIT VLDLR VNN2 VSTM2A VSTM2L VSX2 WASF2 WASHC4 WASL WBP1L WBP4 WDR53 WDR81 WEE1 WNT2 WNT3 WNT7A WNT8B WRAP53 WWP2 XBP1 XPO1 XPO4 XPO7 XYLT2 YPEL4 YRDC ZBTB16 ZBTB18 ZBTB2 ZBTB20 ZBTB3 ZBTB37 ZBTB7B ZBTB9 ZC2HC1C ZC3H18 ZC3HC1 ZCCHC3 ZDHHC21 ZDHHC22 ZDHHC5 ZDHHC9 ZEB1 ZEB2 ZFAND3 ZFAND6 ZFHX3 ZFHX4 ZFP36L1 ZFP36L2 ZFPM1 ZFPM2 ZHX2 ZIC1 ZIC3 ZIC4 ZIC5 ZMAT4 ZMYM4 ZNF174 ZNF202 ZNF219 ZNF277 ZNF280C ZNF322 ZNF362 ZNF431 ZNF436 ZNF436-AS1 ZNF462 ZNF516-DT ZNF521 ZNF706 ZNF710 ZNF768 ZNF792 ZNF800 ZNF804A ZNF804B ZNF827 ZSCAN32 AACWWCAANK_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AACWWCAANK_UNKNOWN AAMP ABR ACP6 ADGRL2 AFF3 AKIRIN2 ALCAM AMMECR1 ANGEL1 ATL3 BBX BCKDK BMPR2 BRD8 BTBD3 BUB1B C19orf44 CA11 CALR3 CCDC191 CCDC25 CDK9 CLASP1 CLC CUTA CYSLTR1 DACH1 DCAF17 DMD DOCK4 DQX1 DTWD1 EGR3 EHBP1 ELAVL2 EPHB3 ESPL1 ETV1 EXO1 FAM227B FGF14 FGFR1 FOXP2 FOXP3 GABRB2 GRWD1 HAS2 HCFC1R1 HMBOX1 HOXB6 HOXC5 HSCB HSD11B1 HSPB6 IGF2BP3 IKZF3 IMPDH2 INTS9 INVS JADE1 JARID2 KATNAL1 L3MBTL2 LARS1 LIN7B LINC03042 LIX1L LMAN2 LMO1 LRCH2 MANEAL MAX MEPCE METTL26 METTL8 MLLT6 MNT MRPL24 MRPL50 NDRG2 NFATC3 NFIB NFIL3 NUFIP2 OTP OTX1 PA2G4 PBXIP1 PCDH17 PLAG1 PNKD PPOX PPP2R3A PRDM1 PRIM1 PRL PROSER3 QTRT2 R3HDM1 RAB5C RABAC1 RAD51B RBFOX1 RCN3 RDH10 RDH14 RPL7 RPS6KA5 SH2D6 SH3BGRL2 SHMT2 SIX4 SLC38A7 SMCR8 SNAPC3 SNX1 SOX5 SPEF1 SREK1 SRSF6 SSBP3 ST3GAL2 STAU1 TBC1D8B TBPL1 THOC6 TMEM115 TMEM160 TMEM245 TMEM51 TMEM51-AS1 TNFRSF19 TNPO2 TOP3A TRMT10A TRMT10B TRPC4 UCKL1 UQCR10 VCPIP1 VPS45 ZCWPW1 ZDHHC14 ZFHX4 ZNF189 ZNF277 AACYNNNNTTCCS_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AACYNNNNTTCCS_UNKNOWN AAMP ADAM22 ARF6 ARHGAP9 ATF5 B3GALNT2 BABAM1 BMAL1 BRD8 BTRC C1QTNF1 CASZ1 CCDC150 CCDC25 CCDC6 CCDC90B CDC40 CLHC1 CLPB COX7B CRTC2 CUL2 DCAF1 DDAH2 DDX23 DDX25 DLX1 DNAI1 ENOX2 ETV6 FAM219A FCSK FEZF2 FOXO4 GATB GSK3A HES1 HOXA5 IFRD2 IFTAP IL4I1 IMMT INVS JARID2 KBTBD8 KLHL20 KPNB1 LAMTOR2 MARS1 MDH1 MED24 MIR137HG MPI MPP2 MRPL34 NOS3 NRDE2 NRK NUCB1 NUDT13 NUP153 NUP62 OGG1 OTX2 PAX6 PCGF6 PHF23 PHF6 PNKD PNPLA6 POC1A POLR1A POLR1B PRIM1 PRPF19 PSENEN PSMC4 PTCD3 PURA PUS3 RAD51B RANBP10 RPL23A RPS27A SAP30 SGF29 SKP2 SMARCAL1 SPEF1 SREBF1 TBX6 TMEM33 TRIP10 TSNAXIP1 U2AF1L4 UBQLN4 USPL1 VAC14 VPS41 WASF1 ZNF454 AAGWWRNYGGC_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AAGWWRNYGGC_UNKNOWN ADAMTS9 ANKHD1 ANKHD1-EIF4EBP3 ANKRD28 APBA1 ARCN1 ARF1 ARL1 ATF1 ATG2B BABAM1 BCL2L2 BNC2 BRSK2 C21orf58 CAMKMT CCDC186 CCDC71L CDC42BPB CDKN2C CERT1 CHCHD7 CHD4 CLSTN1 CNOT3 CNOT4 CXXC1 CYB5D2 DNAJC7 EIF5 EP300 EPC1 FKRP FMO5 GNAI2 HAPSTR1 HMGXB4 HOXA2 HOXA9 HOXB6 HOXC10 HTN1 IRAK1 KNL1 LRRN3 MAFA MED1 MED27 MIR9-1HG MOSMO MRPL38 MYLIP NASP NEUROD1 NFYC NKIRAS2 NRAS NUS1 OSR1 OTX1 PAX6 PCIF1 PCNT PHF8 PIGN PLAG1 POLK POLR2A PPM1E PPP1R12B PRDM1 PREPL PRMT1 PRRC2C PSMD8 RAB1B RAB22A RAD23A RALA RBM26 RBM3 REXO1 RFC1 RFX3 RHOB RIF1 RLIM RNF26 RPS27 SFN SFPQ SHANK2 SLITRK3 SMYD5 SNX13 STAU1 STRN4 SUPT16H SUV39H2 TAPT1 TAPT1-AS1 TEPSIN TIA1 TMEM187 TRIM8 TSC1 TTBK2 UBE2D3 UBE3A UBIAD1 UBR5 UBXN11 VAMP2 WDR33 WDR47 XCL2 YY1 ZBTB22 ZBTB4 ZC3HC1 ZNF326 ZNF644 ZZEF1 ACAWNRNSRCGG_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ACAWNRNSRCGG_UNKNOWN AKAP8 ARF1 BCL2L13 CAPRIN1 CBLN1 CEP95 CIPC CKB CRKL CSNK1A1L CTCF CXXC1 DDX17 DDX5 EIF4G2 ELOVL5 EP300 FKBP3 GPC6 HES6 ILF3 ILF3-DT KPNA6 MED14 MEX3D MOK MRPL1 MTMR3 NCOA6 NFYC NOL4L NR2C2 NR4A1 PAK4 PCF11 PCIF1 PELI2 PIM2 PPP4R3B PRPF38B PTBP1 PUM1 RBM3 RNF26 RUNX1T1 RXRB SATB2 SFPQ SLC39A7 SLIT2 SMPD3 SOX14 SREBF2 SRSF3 SUMO1 TGFB1I1 TMEM187 TRA2B TRIB2 UBE4B UBXN11 YWHAE ZFX ZNF638 ACAWYAAAG_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ACAWYAAAG_UNKNOWN ABR AKIRIN2 ALDH1A2 ANKH AP5M1 ARHGAP20 ASCL4 ATAT1 CASK CDX1 CHMP2B CHN2 CLASP1 CLC CSRNP3 CUTA DCX DDX6 DKK1 DOCK11 DOCK4 ELAVL4 EML4 EPHB3 EXOC5 EYA3 FGF20 FN1 GABARAP GABRB2 GAD1 GPC4 GPHB5 GRIK3 GSC H2AX HAND1 HEY1 HNRNPA0 HOXB7 HOXC11 HOXD12 HSD11B1 HSD3B7 JADE1 KCNE1 KCNQ1DN LCOR LHX9 LIME1 LIX1 LIX1L LRCH2 LRRTM4 MMRN2 MYH10 NARF NHLH2 NOL4 NUMB OAZ2 OTP OTX2 PAM PAQR9 PARD6A PBX1 PCDH8 PDGFA PRDM13 PREX2 PTK7 RAB3C RAG2 REM2 REV1 RNF122 RNF44 ROBO1 RPRD2 RTRAF RYBP S100A3 SAAL1 SCP2D1 SHOX2 SIRT6 SIX5 SKIDA1 SLC27A4 SMARCC1 SNCG SPAG9 TBPL1 TENT4B TIGD2 TLNRD1 TMEM126B TMSB4X TMSB4XP1 TMSB4XP4 TMSB4XP6 TMSB4XP8 TRPC4AP ZBTB40 ZC3H6 ZNF277 ACCTGTTG_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ACCTGTTG_UNKNOWN ABR AHI1 ANXA9 AP4M1 ARL4A ATP6V1C2 ATXN1 BCL11A BCL9 BPTF BRME1 C6orf15 CACNB3 CADM1 CASKIN2 CBLN4 CCDC112 CHCHD3 CHRNB1 CHST11 CKMT1B CLDN17 CLIP1 CMBL COL18A1 COL25A1 COX6A2 CSNK1A1 CYSTM1 DDAH2 DGCR8 DOC2A DST ECEL1 EHD4 ELOVL5 EML4 EPN2 ERF EYA4 FAF1 FAM117A FGF17 FOXB1 FOXO3 GABARAPL2 GABRE GALNT15 GALR1 GAP43 GGN GPR85 GRAMD2B HAP1 HCRTR1 HELZ2 HERC4 HNRNPUL1 HRH3 HUNK ILDR1 INHBA JPH3 JUP KCND2 KCNK13 KCNQ3 KCNV1 KIF13A KPNA6 LAMA4 LRRC1 LRRC8C LRRN3 MACO1 MACROH2A1 MAN1A1 MCM7 MKNK2 MMP16 MPC2 MRC2 MSI2 MTUS1 MUSK MYCLP1 NANOS1 NEURL1 NKX2-8 NONO NOTCH1 NPAS2 NPAS4 NR3C1 NR3C2 NR4A2 NRF1 NSUN5P1 NSUN5P2 NUDT10 NUDT11 OCRL OSBPL11 PCBP4 PGAP2 PGM3 PHF2 PHLDB3 PHYHIP PICALM PIP5K1B PKN1 PNMA5 PRRX1 RAB5C RAPGEF6 RARB RASGEF1B RASL10B RERG RIMS1 RIMS4 RNF43 RWDD2A RYR1 SAMD11 SCN5A SEC24D SEL1L3 SESTD1 SHF SHOX2 SLC7A3 SMIM10L2A SNCA SORCS3 SOX10 SOX21 SUMO2 SYT17 TBC1D10A TBC1D20 TJP1 TMEM263 TSC22D1 TSEN54 TSPAN14 UBE2E1 UCHL1 UNC80 USP30 WDPCP WDR1 YARS1 YPEL1 ZC3H18 ZER1 ZFHX3 ZHX2 ZIC4 ACTAYRNNNCCCR_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ACTAYRNNNCCCR_UNKNOWN AAK1 AAMP ABCC5 ABLIM2 ACBD5 ACTR1A ADAM22 ADCK1 ADO ADSS2 AHCTF1 ALKBH4 ALKBH8 ANKRD13B AP2M1 AP2S1 APBA3 APH1A ARID5A ARV1 ASXL1 ASXL2 ATF6B ATL3 ATP13A2 ATP6V1F ATXN7L2 AZI2 BABAM1 BACE1 BANP BCKDK BET1 BIVM BOD1 BOLA1 BRCA1 BRD8 BRMS1L BTRC BUB1B BUB3 C12orf43 C14orf178 C19orf44 C6orf62 CA11 CALCOCO1 CALR3 CAPN15 CBLL1 CCDC126 CCDC150 CCDC191 CCDC25 CCDC90B CDC25A CDC26 CDC40 CDC45 CDC6 CDCA3 CDK9 CEP97 CERT1 CFL1 CHMP4B CIAO1 CIAO2A CLDND1 CLHC1 CLINT1 CLP1 CMAS CNPY2 CNTD1 COA3 COMMD9 COQ10A COX7B COX7C CPEB3 CRTC2 CRYZL1 CSDE1 CTF1 CTIF CYB561D2 CYP39A1 DCAKD DCTN2 DCUN1D4 DDX25 DERL1 DFFA DHX30 DMXL1 DNAJB12 DNAJC12 DNAJC17 DNAJC18 DNAJC28 DNM1L DPM3 DPYSL5 DQX1 DTX2 DUS3L DYNC1H1 DYNC1I2 EHMT2 EIF2B4 ELP6 EMSY ENKD1 ENOX2 ESPL1 ETFDH EXO1 FAM78A FANCG FBXL9P FBXO15 FBXO9 FBXW11 FDPS FEN1 FGFR1 FIS1 FKBP4 FKBPL FMC1 FNTB FOXO4 FTSJ1 FUZ GATB GDAP1 GPD1L GRK4 GRWD1 GSK3A HACE1 HBP1 HCFC1R1 HDAC8 HEXIM2 HIKESHI HIRIP3 HMBOX1 HMG20A HSCB HSD11B1L HSD17B4 HSP90B1 HSPA13 HSPB6 HSPB9 HSPH1 HTN1 IFTAP IMMT ING3 INO80E INTS9 INVS IPO13 IPO7 IQGAP3 IRF2BP1 ITCH ITPR1 ITSN1 IZUMO1 JARID2 KAT2A KATNAL1 KBTBD8 KCNE4 KCNN3 KLHL24 KLHL28 KMT2D LAMTOR2 LARS1 LCMT1 LGMN LIG1 LRTOMT LRWD1 M6PR MACC1 MAF1 MAP2K6 MAP3K10 MARCHF5 MAX MDH1 MED11 MFN2 MICOS13 MINDY1 MITF MON1A MPI MRPL19 MRPL34 MRPL42 MRPL50 MRPL54 MSL3 MTR MUS81 MVB12A MYL6B MZF1 NAPB NBR2 NCLN NCOA3 NDC1 NFATC2IP NFKBIB NFXL1 NKIRAS1 NMT1 NOS3 NPRL2 NR1D1 NTAN1 NTHL1 NUDCD1 NUDT12 NUDT13 NUMA1 NUP153 OPHN1 ORMDL3 PA2G4 PABPC1 PACC1 PACRG PAFAH2 PANK3 PASK PCM1 PCYT2 PDCD10 PDE6D PDIA5 PGM2L1 PHF12 PHF13 PLEKHA1 PLEKHB1 PLPP7 PNKD PNPLA6 POGLUT2 POLK POLR1B POLR1G POP1 PPARGC1A PPP1R12B PPP1R7 PPP2R5B PPP4R3B PPP6C PPRC1 PRCC PRIM1 PRKN PRMT5 PRMT6 PROSER3 PRPF19 PRPF4 PRUNE1 PSENEN PSMC4 PSMD11 PTDSS2 PURG PUS3 QTRT2 R3HCC1L R3HDM1 RAB1B RAB30 RAB3C RAB5C RAB8B RABAC1 RABL3 RAD51B RALBP1 RANGAP1 RBL2 RBM41 RDH10 RDH11 RDH12 RDH14 RIDA RNASEH2A RNASEH2C RNF10 RNF121 RPIA RPL15 RPL6 RPL7 RPP21 RPP40 RPS11 RPS27A RPS6KB2 RRAS RSBN1 SAMD12 SCAMP3 SDCCAG8 SERPINI1 SERTAD3 SESN1 SESN2 SETMAR SFXN5 SGF29 SGSM3 SH2D6 SH3BGRL2 SHARPIN SHKBP1 SHMT2 SIRT2 SKP2 SLC25A27 SLC29A2 SLC35B4 SLC38A7 SLC38A9 SMARCAL1 SMCR8 SMIM11 SMUG1 SND1 SNW1 SNX1 SNX16 SNX17 SPC25 SPCS2 SPEF1 SRSF2 STAU1 STMN1 STXBP5 SUFU SWT1 SYT3 TAF8 TBC1D8B TBX6 TFAP4 THAP11 THOC6 TIAL1 TIMM21 TLE4 TMED5 TMEM102 TMEM127 TMEM150A TMEM160 TMEM208 TMEM214 TMEM245 TMEM258 TMOD3 TNPO2 TOGARAM1 TOP3A TP53 TRAPPC13 TRIM23 TRIP10 TRMT1L TRPC4AP TRUB1 TSC2 TTBK2 TTC13 TTLL4 TXLNG U2AF1L4 UBALD1 UBE2H UBE2N UBL3 UBQLN4 UBR2 UBXN8 UFD1 UFSP2 UPF3B UQCR10 USP48 USP5 UTP11 VKORC1 VPS41 VPS45 VPS50 VTI1B WASF1 WBP2 WDFY2 WDTC1 WNK1 WRAP53 WRN YWHAG ZC4H2 ZCCHC7 ZCCHC8 ZDHHC14 ZFP1 ZFP2 ZFP28 ZFYVE1 ZFYVE19 ZNF112 ZNF180 ZNF189 ZNF233 ZNF235 ZNF24 ZNF274 ZNF286A ZNF354C ZNF416 ZNF419 ZNF420 ZNF446 ZNF449 ZNF451 ZNF471 ZNF485 ZNF513 ZNF546 ZNF568 ZNF569 ZNF570 ZNF571 ZNF691 ZNF75D ZNF8 ZNF875 ZNFX1 ZSWIM9 ZW10 ACTWSNACTNY_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ACTWSNACTNY_UNKNOWN ACP6 ADM ADO AHCYL2 ALKBH4 ANKS1A AP2M1 APH1A ARMC5 ATL3 BBX BCKDK BCL11A BRD8 C19orf44 C2orf27A CA11 CALR3 CARD9 CCNA2 CCPG1 CEP97 CERT1 CNOT4 COL25A1 COPG2 DHX30 DNAJC14 DNAJC17 DPF1 ESPL1 FAM120C FGF14 FHIT FNTB FOXO1 FYCO1 GMPR2 GNAI2 GRWD1 HIRIP3 HMBOX1 HSCB HSPB9 HTN1 INO80E INTS9 IZUMO1 JARID2 KAT2A KBTBD6 KCNJ2 KMT2D LIG1 LRRC74A LRWD1 MRPL50 MSL3 MVB12A MYL6B NEDD8 NFXL1 NHERF1 NRAP NUMB PALS2 PDIA5 PHF13 POLK PPCDC PSMD11 RAD54L2 RASD1 RCN3 RNF17 SEC11C SF3B4 SLC10A7 SLC38A9 SMCR8 SNTG1 SOX2 SPEF1 STAU1 STMN2 SYT3 TBC1D10B TBXT TMEM115 TMEM150A TMEM245 TMEM69 TMOD3 TOP3A TRAF7 TRPS1 TSPAN6 WDTC1 XPO1 ZC4H2 ZCCHC8 ZFYVE19 ZNF189 ZNF274 ZNF691 ZSWIM9 AFP1_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AFP1_Q6 AARS2 ABLIM1 ACVR1B ADAM11 ADCYAP1 AFF3 AGL ANKRD28 ANKRD39 ANKS1B ARHGDIB ARL3 ASXL2 ATF3 ATP6AP2 ATXN7L1 B3GLCT BACE2 BARHL1 BBX BDNF BMAL1 BRMS1L BRS3 BTG4 C10orf82 C11orf24 C11orf52 C12orf75 C1QTNF3 C1orf116 C2CD5 C3AR1 C6orf62 CACNA2D3 CALCOCO1 CALD1 CAVIN2 CCDC174 CDAN1 CDC42EP3 CDC42SE1 CDH13 CDIN1 CFB CHRDL1 CITED1 CNOT2 CNPY2 CNTNAP2 COL8A1 CPN1 CREB5 CRLS1 CTDSPL2 CYP26B1 DCX DLL4 DLX1 DLX2 DMPK DMRTA1 DNAJB8 DNAJC11 DPYD DPYSL2 DPYSL3 DSCAML1 DSG4 DTNA DTX3 DUSP6 DVL2 ECEL1 ECT2 EDA EFEMP1 EGFR ELAVL2 EPB41L3 EPHA7 EPHB2 EPYC ERG ESR1 EVA1A FAM78A FBLN2 FGF12 FLI1 FOXA1 FOXF2 FOXP1 GPC4 GPX1 GRHL3 GRIN2B GRPR GSX1 H3-3B HABP2 HAS2 HAUS4 HERPUD2 HGF HOATZ HOMEZ HOXA1 HOXA4 HOXC10 HOXC4 HOXC6 HOXD10 HOXD9 HS3ST5 HTR2C ID2 IL17C IL1RAPL1 INA ING4 IRF4 IRX4 IRX6 ITGA11 JARID2 JAZF1 JPH3 KCNMA1 KCNN3 KCTD15 KIF2B KIRREL3 KIRREL3-AS3 KLF15 KRT84 KRT85 LAMC1 LAMTOR3 LIG3 LINC00173 LMO4 LONRF2 LRFN5 LRMDA LRRTM3 MAP2K7 MAP4 MAP4K4 MBD1 MCTP2 MEIS2 MINK1 MIR9-1HG MLLT11 MMP27 MRPL48 MSX2 MTMR4 MYBPC1 MYC MYO18A MYO3B MYOCD NDUFB8 NHLH2 NIPBL NKX2-2 NOG NOL4L NR0B2 NR2F1 OTP PACSIN3 PALMD PART1 PCBP1 PCDHGC3 PCSK2 PDGFRA PDZRN4 PELI2 PHF21A PHOX2B PKP4 PLAGL2 PLEKHA6 PMF1 POFUT1 POLG2 PPM1K PRDM13 PROX1 PRRX1 PSMA8 PUM2 RAB21 RASL10B RBFOX1 RBFOX2 RBMS1 ROGDI RTN4RL1 S1PR1 SATB2 SCAI SEC16B SEMA3C SERPINB2 SERTAD4 SESN3 SFXN2 SHKBP1 SHOX2 SIAH3 SIPA1 SIX1 SLC18A2 SLC4A4 SMC4 SMG1 SOAT1 SOX4 SP4 SPATA7 SPINK6 SPTB SRSF8 STC1 STEAP1 STX7 SULF1 SULF2 TANK TBR1 TCEAL7 TECTA TENM1 TENM3-AS1 TEX15 TMEM178A TMEM71 TPP1 TRERF1 TTC12 USP26 USP34 UTS2 VAPB WIPI1 WNK1 WNT7A XK XPR1 ZBTB18 ZEB2 ZFHX3 ZFHX4 ZFPM2 ZHX2 ZIC1 ZIC4 ZMYND8 ZNF143 ZNF202 ZNF281 ZNF462 ZNF654 AGCYRWTTC_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AGCYRWTTC_UNKNOWN ACVR1 ADGRF3 ALKBH5 ALS2 APOBR ATP6V1A BMX C1QTNF4 CASKIN1 CHMP2A CLCN5 CLTC CMKLR1 CPLANE2 CREBZF CRYGD CSNK1A1 CTTNBP2NL DDX25 DHH DIDO1 DMD EGFLAM ELL FAP FGF12 FGFR2 FOXA1 FSTL1 GDNF GGNBP2 GRM3 GSE1 HAPLN1 HIP1R HOXA2 HOXA6 HOXB8 HSD3B7 HSPB6 IGF1 IKZF2 KDM3B KIRREL3 KLF10 KMT2A KPNA4 LAMP5 LGI1 LIF LMO1 LRMDA MASP1 MEOX2 MID2 MRPS18C MSTN MYB MYO18A NAA50 NAV2 NDST4 NFAM1 NOL4L NOTCH4 NR2E1 NUFIP2 NXF3 OMA1 OTX2 PALS2 PCMTD1 PDC PDE3B PDP1 PFN2 PHF1 PIK3R3 PITX2 POLR3C PPARG PPP2R5D PROSER3 PSMA1 PTGDR2 PTH1R QRFP RAB5C RAB8A RALYL RNF115 ROBO4 ROGDI RORC RPLP0 RTL9 SEC16B SIRT1 SLCO1C1 SOX21 SPTLC2 ST8SIA1 STC2 STK40 TBR1 TCERG1L TFAP4 TMEM196 TMEM62 TNR TSC22D3 UBE2K UBE2W WBP2NL WNT2B XPNPEP2 XRCC1 ZEB2 ZFHX3 ZFP91 ZMAT3 AHRARNT_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AHRARNT_01 ABTB2 ACSL4 ADAM9 AGFG2 AJUBA ANKS1A ATOH1 ATXN7L2 BCL11A BDNF BHLHE41 BRSK1 C12orf57 C8orf82 CAMK2D CCDC177 CCN2 CCR10 CDK6 CEMIP CKS1B CNNM1 CNTNAP1 CREBZF CRH CYP26B1 DCHS1 DLL4 DMC1 DTX1 EGR3 EIF4A2 ELAVL2 ELAVL4 ELK3 EPB41L4B FANCB FBXL20 FOXD3 GABRA1 GHR GNAO1 GRM7 GSX1 GTF2A1 H2AZ1 HECTD1 HELZ2 HES1 HK2 HOXA5 HOXB9 HPCAL1 ID4 IL7 INSM1 IP6K2 JAG1 JAZF1 KAZALD1 KLF10 KLF15 LHX1 LUC7L3 MAEA MAGED2 MARCKSL1 MBNL1 MEMO1 MEX3B MMP1 MOSPD2 MOV10 MXI1 NAGLU NEUROD2 NEUROG2 NIPBL NLGN3 NR3C1 NR4A1 ONECUT2 OPA3 PABPC1 PAGR1 PAX2 PAX6 PCDH1 PCDH17 PDGFB PDP1 PHF1 PHF21A PHPT1 PITPNC1 PPRC1 PTCHD4 PTF1A RARG RBBP7 RBM6 REPIN1 RGS6 RGS8 RUNX1 SESN2 SEZ6 SGK1 SHC1 SLITRK1 SOAT1 SOBP SOX4 SPEN SPOCK2 SRRM2 STAM STC2 SYT12 TACC1 TAF11 TCF7L2 TFAP4 TGFB1 TM2D2 TMEM53 TNKS2 TNPO3 TPI1P2 TRIM23 UGGT1 USO1 USP1 VEZF1 WFIKKN2 WNT4 WSB1 XPO6 ZBTB20 ZBTB8A ZEB2 ZMYM2 AHRARNT_02 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AHRARNT_02 AMPD2 ATOH1 CBX6 CNTN6 CREBRF EGR1 HDAC3 HES1 HINT1 MAPRE1 MEIS2 NRF1 RELL2 SORCS3 SUPT16H AHR_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AHR_01 ANGPTL2 ATF2 BCL11A CCND1 CHRM1 CNOT10 CREBRF CYP1A1 CYTH2 DMD DPYSL2 DYNLL1 EED EGR1 ELAVL3 FBXW11 GARS1 GRIK3 H1-0 H2AC7 H2BC7 H3C4 HMG20B ITPR1 KCNA6 KNCN KPNB1 LMO4 MNT MORF4L2 MRTFA NADK2 NCAM1 NEUROG2 NKAPD1 NR3C1 NRF1 NTRK3 PAK6 PANK3 PCBP2 PDZD4 PICALM PIH1D2 PLAGL2 POLD4 POLG PRX RPL10A RTN4 RUNX3 SENP3 SLC22A8 SPEG SUPT16H TGIF2 THAP2 TP53 TRIM39 TSSK4 TTBK2 VAMP3 ZFC3H1 ZFX ZNF689 AHR_Q5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AHR_Q5 ABCB6 ABI2 ACADSB ADGRL1 ADO AGFG2 AJUBA AMPD2 ANP32A AP3S1 ARL3 ARRB2 ASCL1 ASIC1 ASIC2 ASPH ATG12 ATL1 ATOH1 AXIN2 B3GALNT1 BCL11A BCL11B BCL9L BDNF BHLHE41 BIN1 BRSK2 BTBD3 BZW2 C16orf87 C21orf58 CACNA1B CACNG3 CACUL1 CAMK2D CBX6 CD320 CDK16 CDKN1B CFL1 CHCHD1 CHRM1 CIRBP CMIP CNOT9 CNPY2 CREBZF CYP1A1 CYP1B1 DAZAP1 DCTN5 DDIT3 DHX40 DNAAF1 DOC2A DOT1L DSTN DTX1 EDEM3 EED EID1 EIF3A EIF4A2 ELAVL4 EPHB1 EPO EYA3 FAM78A FANCB FBXO36 FGD1 FGF9 FGFR1OP2 FHOD1 FOSB FOXO3 FUT8 GAD2 GADD45G GIT2 GJD2 GRIN2B H2AZ1 HNRNPDL HNRNPL HOXC4 HOXC6 HSDL1 IKZF5 IMMT ING3 INSIG1 INTS13 IRF2BPL KANSL1L KDM2A KICS2 L1CAM LCOR LENG8 LHFPL4 LMO3 LUM MAF MAX MAZ MBD3 MECP2 MEIS1 MEIS2 MEX3B MIDEAS MINK1 MLLT10 MNT MOSPD2 MRPL45 MST1 NDUFA13 NEK8 NEUROG2 NPHP4 NR0B1 NR2F2 NR3C1 NRF1 NRG1 NRGN ONECUT1 PAGR1 PALB2 PALS1 PANK3 PAQR4 PCBP2 PCNT PDS5A PDZD4 PHAF1 PIK3R3 PITPNC1 POU2F1 PPFIA2 PPP2R2B PRDM13 PRDX4 PRKAR2A PSD PSMA5 PTCHD1 PTF1A PTGES3 PTMA RAB10 RAB33A RAB6A RALGAPB RAVER1 RBBP7 RBM4B RBPJ REL RETREG3 REV3L RHOA RNF123 RTN4 RUNX1 SEC14L1 SERP1 SET SF1 SFXN2 SLC9A5 SLITRK1 SMG6 SNX12 SNX14 SORCS3 SPIB SPINT2 SRR SRRM4 SRSF6 SSBP4 STAC2 STAG1 STARD10 SUPT16H TAMM41 TBX5 TCTA TEX264 THAP7-AS1 TNKS2 TRAPPC13 TRIM23 TSPYL2 TSSK6 TTC9C TUBG1 URB1-AS1 USP37 USP4 VAPB VEGFA VLDLR WAC WDR33 YWHAZ ZBTB25 ZCCHC14 ZEB1 ZFP91 ZIC2 ZMYM2 ZNF428 ZNF451 ZNF521 ZNF827 ALPHACP1_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ALPHACP1_01 ABAT ABCA7 ABCD2 ACACA ACTL6A ADAMTSL1 ADCY10 ADNP2 AFAP1 AFF3 AGFG2 AMELY ANKRD49 ARID4A ASB7 ASPM ATF6B ATOH1 ATP2A2 BAHD1 BRD2 BRINP3 BRWD1 C12orf57 CADM1 CALD1 CALM2 CCNG2 CD68 CDCA3 CDH1 CDH10 CDH6 CDH9 CDV3 CIART CKS2 CLRN1 CLTA CNOT3 CNTD1 CNTN2 COA3 COL1A1 CRYL1 CYP24A1 DBI DCAF11 DDC DDIAS DDX4 DGKZ DHCR24 DLEU1 DLEU2 DLG3 DLGAP5 DLX3 DNAJB11 DNAJC12 DNAJC4 DND1 DUSP6 EBF2 EHF ELAVL3 ELAVL4 ELK1 ELP6 ENAM ENSG00000228919 ERF ERG28 ERO1B ESRRB ETAA1 FAM117A FAR1 FBXO24 FDPS FGF20 FGF7 FIZ1 FLII FLRT3 FOXN3 GART GATM GGNBP2 GLB1L2 GNB2 GPC3 GRHL3 GRIA3 H2AC1 H2BC1 H3-3B HBA1 HBA2 HES1 HK2 HNRNPL HNRNPR HOXA10 HOXA2 HOXD10 HSCB HSD17B12 HYCC2 ICAM4 ICAM5 ILF2 INTS7 IRS1 ISL1 JARID2 KCNT2 KLF1 KLHL4 LARP1 LDB2 LETM2 LINS1 LMO3 LPCAT3 LRCH4 LRP2BP LRP8 MACROD2 MAP3K13 MAZ MEIS1 MEX3B MID1 MIEF2 MORN4 MRE11 MROH7 MRPS18B MYOCD NDUFB3 NEK2 NFATC4 NFYA NID2 NIPBL NKX6-2 NRGN NRL NT5DC2 OARD1 ODAD3 OLFML3 OLIG2 ORC4 OTX2 PANK1 PAX1 PCF11 PCNA PCP4 PDZD7 PNRC1 PNRC2 POLA1 POU3F3 PPM1B PPP1R10 PPP1R1B PPP2R2B PRCP PRDM10 PRKCSH PRKCZ PRR11 PTCHD4 PTMA RAB39A RAD51B RAD9B RBM3 RBM4 RGN RGS8 RHOQ RP2 SANBR SDS SELENOK SEPTIN4 SERTAD1 SESN2 SF1 SFRP1 SHC3 SIX1 SKA2 SLC17A6 SLC25A10 SLC25A13 SLC25A25 SLC25A35 SLC25A4 SLC26A9 SLC9C2 SLIT3 SMAD2 SMAD6 SNCA SNX20 SON SORBS2 SORT1 SOST SOX14 SP1 SP140L SP2 SPATA20 SPRY2 SSBP3 STAMBP STARD13 SYCP3 TAF15 TDO2 TGFB3 THG1L TLE1 TMCC1 TMEM160 TNFSF11 TOM1 TP63 TPCN2 TSC22D3 TUG1 UBB UBE2C UBXN11 UGP2 USP1 USP21 USP5 UTP18 UVRAG VCP VPS29 WASF2 WNT3 WNT8B XPO1 ZBTB10 ZDHHC5 ZEB2 ZFP91 ZMYM2 ZMYM5 ZNF362 ZNF385A ZNF524 ZNF644 ZSCAN2 ALX4_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ALX4_01 CCDC140 COL2A1 FAM89B HSD11B1 IL6R JUN KCNK9 KLK9 LMO3 SNAP25 TCF7L2 ZBTB8A ZNF532 ZNF569 ZNF570 ZNRD2 AMEF2_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AMEF2_Q6 ABCA6 ACTA1 ACVR2A AFF3 AGBL4 ANKMY2 ANKRD39 ARHGEF15 ARHGEF2 ARHGEF37 ARL4C ARPP21 ASB16 ASB18 ASIC2 ATL2 ATP5PD AZIN1 B3GLCT B4GALT1 BACE2 BCL9L BDNF BEND4 BEST3 BHLHE22 BIRC2 BNC2 BZW2 C18orf25 C2CD2L CA7 CACNB3 CACNG3 CAPN1 CASQ2 CCDC85B CDC42EP3 CDH10 CDKL5 CHD2 CHMP1B CHRDL1 CKM CKMT2 CLASP1 CLIC1 CNTLN CNTN1 COL13A1 COL9A1 CPNE1 CREB5 CRHBP CRTAP CTBP2 CTNNA3 CYB561D1 CYP26B1 DBNDD2 DCTN1 DIP2B DKK1 DLG2 DLGAP4 DNAJA2 DOCK8-AS1 DYRK2 EDN1 EHD4 ELAVL2 ELMO3 ENO3 ENSG00000204117 ESRRG ETV1 EYA1 FAM110D FBXW11 FGF13 FGF16 FGF9 FILIP1 FLT1 FSBP FST GABRA6 GAL3ST3 GEN1 GET4 GJB6 GNAI2 GNAO1 GPC4 GPR27 GRIN2B GSC GTF2A1 H1-4 H2BC5 HAPLN1 HAS2 HDAC9 HIVEP3 HJV HLX HMGB4 HMGN2 HOXA10 HOXA2 HOXB5 HOXB6 HOXB8 HOXC6 HS3ST5 HTR7 INPPL1 ITGA7 JAZF1 JCHAIN JMJD1C JUN JUND KCNK9 KLHL40 KPNA3 KRT222 LIN28A LINC03040 LMCD1 LSMEM2 LUC7L3 LUZP1 LYN MACO1 MAS1 MBNL2 MEPCE MID1 MPC2 MRPS18B MSTN MTUS1 MYH6 MYL1 MYL2 MYL6B MYO9A NAT8L NCAN NCKAP5 NDP NEDD4 NEXN-AS1 NFAT5 NFIB NLK NOG NOX3 NR0B2 NR4A1 NRP2 OLIG3 P2RX5 PABPC4 PACS1 PACSIN3 PAK6 PCYT1B PDLIM1 PDZRN4 PENK PHKA2 PLEKHA6 PPARGC1A PPP1R10 PPP1R16B PPP2R2B PRMT3 PRPF38B PRRX1 PTCHD4 PURA PYY PYY2 RBBP6 RBM8A RFX3 RGS3 RHOBTB1 RIPOR1 RORB RTBDN RTN1 RTP1 RUNX2 S1PR1 SALL1 SALL3 SCAI SDC1 SEMA3A SLC24A2 SLC26A9 SLC35A2 SLC39A13 SLC3A1 SLC44A1 SLC4A4 SLC50A1 SLCO2A1 SLITRK1 SMARCA1 SMYD1 SNCAIP SOX15 SOX2 SOX5 SPTAN1 SSH3 SSPN STARD7 STX5 SV2A TACR1 TBC1D16 TBX4 TECR TENM3-AS1 TENT5A TGFB3 TLCD5 TLE3 TNNC1 TNNI3K TP63 TPM2 TSPAN14 TSPEAR TTN TUBA4A TUBA4B UBXN10 USP13 USP2 USP47 UXS1 VSTM2L WDR81 WIF1 WT1-AS XIRP1 XK YPEL5 ZBTB18 ZBTB9 ZCWPW1 ZDHHC8 ZFP36L1 ZNF281 ZNF362 ZNF385B ZNF436 ZNF436-AS1 ZNF516-DT AML1_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AML1_01 ABCD4 ACIN1 ACSL5 ADAMTS4 ADAMTS8 AGO1 AKAP3 ANK3 ANKRD1 ANXA8 AP1G2 AP5B1 APLNR ARF3 ARHGAP12 ARHGAP21 ARHGAP30 ARHGAP32 ARHGAP42 ARHGEF2 ARNT ASCL4 ATF7IP ATN1 ATP2A2 ATP6V0B BATF BATF3 BCAR3 BGLAP BICDL1 BLOC1S1 BLOC1S2 BMF BTG4 C11orf42 C14orf119 C1orf198 CADM1 CALCOCO1 CALHM3 CAP1 CARMIL3 CBL CCDC91 CD101 CD6 CD69 CELF1 CHRNA10 CKMT1B CLDN10 CNIH3 COL4A1 COL4A2 COL9A2 CORO1C CREM CRTAC1 CRTC2 CRY1 CSTPP1 CTSK CYP17A1 DAB1 DACT1 DDX23 DENND2D DGKA DIABLO DKK1 DNAJC14 DNASE2B DNHD1 DNM3 DYNLL1 EDARADD EGR2 EIF2B3 EIF3J EMP1 EMSY ENTPD1 FAM13C FCER1G FGD4 FGF4 FLI1 FOXD2 FOXN3 FRMD4A GPATCH2 GPBP1L1 GPD1 GPR137B GRHL3 GRK5 GTF2A1 GZMB HDGF HHIPL1 HINFP HIPK1 HIVEP3 HLX HOATZ HOXC4 HOXC6 HP1BP3 HSP90B1 ID3 IFNG IL23A INPPL1 INTS3 ITGA10 ITGB7 JDP2 JMJD1C KCNJ1 KCTD4 KIF1B KLHDC9 KRT73 KRT74 LCK LCOR LINC02694 LMO2 LMO3 LRMDA LRP5 LUZP1 LY9 MADD MAP3K11 MATN1 MDGA2 MEIS2 MIA2 MIR17HG MKRN3 MMP13 MMP14 MOAP1 MPL MR1 MRPL42 MRPS31 MSMB MSRB3 MTMR11 MTX1 MYOD1 NAV3 NDUFA9 NFRKB NGB NHLRC2 NKX2-1 NOTCH2 NOTCH2NLA NR4A1 NRAS NRXN3 NSUN4 NUCB2 OTOGL PACS1 PAX6 PCF11 PCGF6 PDE3B PDE6H PDZK1 PDZRN4 PGF PHF21A PICALM PIGV PLEKHA6 PLXNC1 POU2F1 PRICKLE1 PRR5L PRRG4 PSMA1 PTPN22 PTPN7 PXN PYM1 RAB30 RAB39A RAB5B RABGAP1L RAG1 RASAL2 RASGEF1A RCC2 RCOR2 RDH5 REXO2 RGS1 RGS18 RHOG RILPL1 RIN1 RNF19B RNF220 RORC S100A9 SCEL SCN2B SCN3B SCN8A SCNN1A SELENOH SEMA4A SGIP1 SH3BP5L SIRT1 SLC12A6 SLC15A3 SLC2A3 SLC37A2 SLC37A4 SLC6A9 SLITRK5 SMG7 SNX1 SOX5 SPATA17 SPRYD3 SRSF4 STAT2 STRC SUPT16H SWT1 SYT9 TACC2 TACSTD2 TAMALIN TBK1 TBX5 TCF12 THBS3 TLCD5 TLL2 TMCO1 TMEM109 TMEM117 TMEM151A TMEM62 TMEM86A TNFSF4 TNNT2 TPM1 TRMT1L TSPAN32 TSPAN9 TWF1 UBL3 VIM VRK1 VSIG10 WNT8B XCL1 XCL2 ZBTB18 ZBTB25 ZBTB8A AML1_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AML1_Q6 ABCD4 ACIN1 ACSL5 ADAMTS4 ADAMTS8 AGO1 AKAP3 ANK3 ANKRD1 ANXA8 AP1G2 AP5B1 APLNR ARF3 ARHGAP12 ARHGAP21 ARHGAP30 ARHGAP32 ARHGAP42 ARHGEF2 ARNT ASCL4 ATF7IP ATN1 ATP2A2 ATP6V0B BATF BATF3 BCAR3 BGLAP BICDL1 BLOC1S1 BLOC1S2 BMF BTG4 C11orf42 C14orf119 C1orf198 CADM1 CALCOCO1 CALHM3 CAP1 CARMIL3 CBL CCDC91 CD101 CD6 CD69 CELF1 CHRNA10 CKMT1B CLDN10 CNIH3 COL4A1 COL4A2 COL9A2 CORO1C CREM CRTAC1 CRTC2 CRY1 CSTPP1 CTSK CYP17A1 DAB1 DACT1 DDX23 DENND2D DGKA DIABLO DKK1 DNAJC14 DNASE2B DNHD1 DNM3 DYNLL1 EDARADD EGR2 EIF2B3 EIF3J EMP1 EMSY ENTPD1 FAM13C FCER1G FGD4 FGF4 FLI1 FOXD2 FOXN3 FRMD4A GPATCH2 GPBP1L1 GPD1 GPR137B GRHL3 GRK5 GTF2A1 GZMB HDGF HHIPL1 HINFP HIPK1 HIVEP3 HLX HOATZ HOXC4 HOXC6 HP1BP3 HSP90B1 ID3 IFNG IL23A INPPL1 INTS3 ITGA10 ITGB7 JDP2 JMJD1C KCNJ1 KCTD4 KIF1B KLHDC9 KRT73 KRT74 LCK LCOR LINC02694 LMO2 LMO3 LRMDA LRP5 LUZP1 LY9 MADD MAP3K11 MATN1 MDGA2 MEIS2 MIA2 MIR17HG MKRN3 MMP13 MMP14 MOAP1 MPL MR1 MRPL42 MRPS31 MSMB MSRB3 MTMR11 MTX1 MYOD1 NAV3 NDUFA9 NFRKB NGB NHLRC2 NKX2-1 NOTCH2 NOTCH2NLA NR4A1 NRAS NRXN3 NSUN4 NUCB2 OTOGL PACS1 PAX6 PCF11 PCGF6 PDE3B PDE6H PDZK1 PDZRN4 PGF PHF21A PICALM PIGV PLEKHA6 PLXNC1 POU2F1 PRICKLE1 PRR5L PRRG4 PSMA1 PTPN22 PTPN7 PXN PYM1 RAB30 RAB39A RAB5B RABGAP1L RAG1 RASAL2 RASGEF1A RCC2 RCOR2 RDH5 REXO2 RGS1 RGS18 RHOG RILPL1 RIN1 RNF19B RNF220 RORC S100A9 SCEL SCN2B SCN3B SCN8A SCNN1A SELENOH SEMA4A SGIP1 SH3BP5L SIRT1 SLC12A6 SLC15A3 SLC2A3 SLC37A2 SLC37A4 SLC6A9 SLITRK5 SMG7 SNX1 SOX5 SPATA17 SPRYD3 SRSF4 STAT2 STRC SUPT16H SWT1 SYT9 TACC2 TACSTD2 TAMALIN TBK1 TBX5 TCF12 THBS3 TLCD5 TLL2 TMCO1 TMEM109 TMEM117 TMEM151A TMEM62 TMEM86A TNFSF4 TNNT2 TPM1 TRMT1L TSPAN32 TSPAN9 TWF1 UBL3 VIM VRK1 VSIG10 WNT8B XCL1 XCL2 ZBTB18 ZBTB25 ZBTB8A AML_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AML_Q6 ABHD8 ACIN1 ACVR2A ADD1 AGPAT4 ANXA8 AP1G2 AP5B1 APLNR ARHGAP27 ARHGAP45 ARMCX1 ASCL4 ATP2A2 ATP6V0A1 AZI2 AZIN1 B3GNT5 BATF BATF3 BCAR3 BCL6 BLOC1S1 BMP7 BNC2 BOC BTG4 C14orf119 C1QTNF6 CALR CAV1 CBL CCDC102A CCL2 CCN1 CCN5 CCR1 CD28 CD6 CD69 CDYL CEMIP CFAP20 CFP CHAD CNNM4 CPNE1 CREB5 CREM CRY1 CSF2 CSMD3 CTNNA3 CTNNB1 CTSK CXCR5 CYGB CYTIP DAB1 DLX5 DOK2 DUSP1 DUSP2 EDC4 EIF2B3 EIF5A ELAVL3 ENTPD3 EPB41L3 EREG ERG ETF1 EVI2A EYA1 FAAP100 FAIM2 FAM117A FDCSP FGD1 FLI1 FLT1 FOXF2 FOXP3 GABRA6 GALNT12 GATA4 GDPD2 GFI1 GPD1 GPX1 GRAP2 GRHL3 GRIN2D GSE1 HAPLN3 HEY1 HHIP HLX HOXB1 HOXB4 HOXB5 HOXB6 HPCAL1 HSP90B1 IL13 IL17A IL17B IL17F IL17RE IL18RAP IL3 IL7R ITGA10 ITGB7 KCNJ1 KCNN4 KPNB1 KRT10-AS1 LCK LIF LIMK2 LINC00310 LINC00649 LRATD1 LRMDA LTBP3 LUC7L LUC7L3 MACROH2A1 MADD MAFG MAP1LC3A MEOX2 MINDY1 MIR22HG MKLN1 MKRN3 MMP9 MPO MRTFA MSI2 MYBPC2 MYRF NEK6 NGB NHLRC2 NLRP3 NOL4L NOL9 NR3C2 NR4A1 NRXN1 NSD3 NSUN4 OLIG3 OTOGL OTP P2RY10 PAFAH1B1 PAPPA PAX1 PBX1 PCDHA1 PCED1B PCF11 PCSK4 PCYT2 PDLIM3 PDSS2 PDZD2 PER1 PGF PHF6 PI15 PIGV PIK3R1 PITPNC1 POLG2 PPP1R12C PPP1R14C PRKACA PROKR1 PRSS35 PRUNE1 PTCH1 PTK2B PTPN22 PTPN7 PTPRS PURG RABGAP1L RAG1 RAMP2 RBBP6 RBL1 RBM14 REM2 RGMA RGS1 RILPL1 RIN1 RNF19B RNF207 RNF40 RNF43 RORC RUNX1 RUNX2 SASH3 SCRN1 SDF2L1 SEMA4A SGIP1 SHKBP1 SHOX2 SLA SLC16A6 SLC26A7 SLC2A3 SLITRK1 SMG7 SNTB2 SOST SOX5 SP6 SPDEF SREBF2 SRSF2 SRSF4 STON1-GTF2A1L SULF1 SUPT16H TACSTD2 TAS1R1 TBPL1 TBX5 TCF7 TGM4 TLN1 TLX2 TMEM109 TMEM179 TMEM86A TNFSF13 TP63 TRIB1 TRPM8 TSC22D3 TSPAN13 TSPAN17 TSSK2 TULP4 UBALD2 UBE2R2 VASN VIM WDR81 WNK4 WNT7B WNT8B WWC2-AS2 XCL1 XCL2 YBX2 ZBTB25 ZFHX3 ZIC4 ZMYND8 ZNF407 AP1FJ_Q2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AP1FJ_Q2 ABI3 AGPAT1 AK5 AKAP1 AKT1S1 AKT3 ANXA7 APOBEC1 ARRDC4 ASS1 ATOH8 ATP6V1A ATXN7L2 AXIN2 BAZ2A BLMH BLVRB BRAF BUD31 C1QTNF8 CA7 CA9 CACNG2 CACUL1 CALM3 CAMKK1 CAPNS1 CASK CBLIF CCDC50 CD244 CILK1 CIZ1 CLC CLSTN3 CLUH CMAS CMYA5 COL27A1 CORO1C CRK CRYBA2 CRYGS CYFIP1 CYP11A1 CYP24A1 CYTOR DCHS1 DCN DDX17 DIAPH1 DNAJB5 DNM1 DSTN DTX2 DUSP13 EEF1A1 EEF1A2 EFNA1 EIF3J EIF4G1 EML3 EPB41L1 EPHA2 ETV5 FAM178B FARP1 FBXW11 FEZF2 FGF11 FGF12 FHL3 FHOD1 FKBP8 FLI1 FLNC FLRT1 FOS GAB2 GABBR1 GABRA1 GAPDH GGN GJB3 GNAI1 GNGT2 GOLGA4 GPR150 GRIN2D GSN HCFC1 HDAC3 HOXA11 HOXD9 HPSE2 HS3ST2 HS3ST3B1 ID1 IGFBP6 IGSF22 IL1RN IL23A IL6 IL9 IRAK1 ISG20 ITGB8 JMJD1C KBTBD8 KCNH6 KCNK10 KCNN4 KDM3A KLHL1 KLHL40 KLHL41 KRT8P41 KY LAMB3 LAMC1 LAMC2 LAPTM5 LMNA LMTK2 LPP LRP1B LRRC3B LTBP3 LYVE1 MAP1A MAP2 MAP2K1 MAP4 MAPK3 MAPRE3 MARCHF6 MDFI MEIS2 MINK1 MMP19 MMP7 MPRIP MYBPH NAA50 NCDN NDP NECAB3 NHS NLN NPY NRIP3 NRXN2 NTRK2 OMG ORAI1 PAFAH1B1 PAK6 PAPPA PAX9 PCDH9 PDAP1 PDGFRB PIANP PIM2 PITPNC1 PKN3 PLAC1 PLBD2 PLCD1 PLEKHH3 PLPBP PORCN PPP1R9B PPP2CA PRDM1 PRKACA PSMA3 PSMD11 PTGES3 PTPRH PTPRN PTPRR RAB22A RAB37 RAD23B RAPGEF6 RELL2 REXO2 RGS6 RGS8 RIN1 RNF144B RNF5 ROCK2 ROM1 RPL23 RTN3 RTN4 RUNDC3A S100A10 S100A2 S100A5 SARNP SCOC SCRN1 SDCBP SGIP1 SGTB SHC3 SIX4 SLC16A6 SLC20A1 SLC25A51 SLC35E4 SLC38A3 SLC4A11 SLC6A9 SLC9A5 SMAP2 SMARCA2 SNCB SORT1 SPTA1 SPTBN4 SRC ST18 ST8SIA5 STAT5B STK40 STOML2 STX17 SV2A SYNPO SYTL1 TAGLN2 TBC1D17 TCEAL9 TCF12 TENM3-AS1 TEX19 TGFBR2 TIAL1 TLE4 TMCC1 TMEM156 TOB1 TRIM8 TRIP10 TRPV3 TSNAXIP1 TUBA1C UBE2C UBE3A UBQLN1 UCN2 USP13 USP2 USP3 VDR VEGFD VGF VIM XIRP1 XPOT ZNF23 ZNF385B ZNF516-DT ZNF593 ZNF771 ZNFX1 ZPBP2 AP1_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AP1_01 ABCA2 ABCB6 ABCD1 ABCF3 ABHD17B ABHD4 ABI3 ADRA1A AKIRIN2 AKT3 ALDOA ALS2CL ANGPT1 ANKRD28 ANXA7 APOBEC1 AQP5 ARHGAP8 ASB5 ATP1B1 ATP6V0D2 ATP6V1C2 ATXN7L2 BACH1 BAG2 BAZ2A BICDL1 BNIP3 BTK BUD31 C19orf33 C1orf220 C9orf85 CA9 CALB2 CCDC50 CCL27 CDH23 CDK14 CDKN1A CHP1 CHST4 CILK1 CLIC1 CLRN1 CMAS COL27A1 COL5A3 COL7A1 COQ8B CPA6 CPNE8 CRACDL CSF3 CSMD3 CTTNBP2NL CYRIA CYTOR DCTN2 DHRS3 DIRAS1 DLX1 DMD DPH1 DTNA DTX2 DUSP13 DUSP14 DYNC1H1 EEF1A1 EEF1A2 EIF3J ELAVL2 EMP3 ENO1 EPHA2 EPHX4 EWSR1 EXD1 EYA1 FAM184A FBRS FGF12 FGF9 FOSL1 G3BP1 GABARAPL1 GADD45A GADD45G GDNF GFAP GNGT2 GPAT3 GPSM3 GSTP1 GTF2B HBEGF HCN3 HDAC3 HEPH HS3ST2 HS6ST2 HSD3B7 HSPA9 HSPB8 IDS IGSF9 IL11 IL6 IRAK1 ITGAX IVL KBTBD8 KCNA2 KCNK10 KRT8 LAMA3 LAMC1 LENEP LINC02694 LINC02908 LMNA LNX1 LRP1B LRRFIP2 LUC7L LY6D MAP2 MAP4 MAPK10 MAPK12 MAPRE3 MARK1 MDFI MECP2 MIDEAS MIR22HG MMP7 MMRN2 MRGPRF MSI1 MYB MYOZ2 NCDN NDP NECAB3 NEDD4L NEK6 NLK NPFFR1 NRIP3 NUDT10 NUDT11 OLR1 OMG P2RX6 PADI4 PCDH17 PEA15 PHLDA2 PIM1 PLBD2 PLCD1 PLEC PLEKHH3 POLD4 POLR1G PPP1R9B PPP2CA PPP2R2C PPP2R5B PRPF38B PSMA3 PSMD11 PSMD12 PSMD2 PSMD7 PTPRN PTPRR PVALB RAB3D RABGAP1L RAP1GAP2 RB1CC1 RBBP7 RBP4 RELL2 REXO2 RGS8 RHBDD3 RIN1 RIT1 RMDN2 RNF34 ROM1 RPS20 RTL9 RUNDC3A S100A2 SCEL SCUBE3 SEPTIN4 SEPTIN9 SERPINB5 SERTAD1 SFTPC SH3RF2 SHC3 SKIDA1 SLC11A1 SLC22A18 SLC22A18AS SLC25A51 SLC26A1 SLC35E4 SLC38A2 SLC38A3 SLC4A11 SLURP1 SMARCA2 SMPX SNCB SNCG SNX10 SPATS2 SPRED1 SQSTM1 SSH2 ST18 STRADB STX17 SV2B SYNGR1 SYT2 TAC1 TAGLN2 TBXAS1 TCF7 TENT5B TEX19 TGFBR2 TIAL1 TINAGL1 TLL1 TMCC1 TNFRSF12A TNRC6A TNXB TRAF3 TRIB1 TRPV3 TUBA4A TUBA4B TUBB4A UBALD1 UBXN10 ULK1 USP13 VAPA VASP VAT1 VCL VDR WASF2 WDR81 XIRP1 YWHAG ZFAND5 ZNF516-DT ZNF771 ZPBP2 AP1_C https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AP1_C ABCD1 ABCF3 ABHD4 ADAM15 ADRA1A AIG1 ANK3 ANKRD22 AP2M1 AQP5 ARAP2 ARHGAP32 ASB5 ATP1B1 ATP6V1B2 ATP6V1C2 ATXN7L2 BACH1 BAZ2A BLMH BTG3 BTK BUD31 C15orf39 C19orf33 CA9 CALB2 CALCOCO1 CAPN12 CAPN6 CCDC120 CCDC50 CD68 CDH23 CHST4 CLDN15 CLDN17 CLIC1 CLSTN3 CMAS CNTD1 CNTF COL16A1 COL7A1 COQ8B CPA6 CPNE8 CRYBA2 CSF3 CSMD3 CTTNBP2NL CXCR5 CYTOR DIRAS1 DTNA DTX2 DYRK1A EFNA1 ELAVL2 EML3 EMP1 EPB41L1 EPHA1 EPHA2 EPHB2 ESRRG ETV5 EWSR1 EYA1 FABP4 FAM184A FAM81A FBRS FBXO2 FBXO44 FBXW11 FERMT3 FGF11 FGF9 FLNC FOSL1 FRMD5 FSTL1 GABARAPL1 GADD45A GADD45G GDNF GJA1 GKN1 GRIA1 GSE1 HCN3 HDAC3 HEPH HOXA11 HS3ST2 HSPB6 HSPB7 HSPB8 IDS IL10 IL11 IL9 IQSEC1 IRAK1 ITPKC IVL KCNH6 KDM3A KLHL40 LAMA3 LAMC1 LAMC2 LAPTM5 LENEP LINC02908 LMNA LORICRIN LPP LRRFIP2 LRRN4CL LTBP3 LYSMD2 LYVE1 MAMDC2 MAP1A MAP2 MAP4 MAPRE3 MARK1 MARK4 MCF2 MDFI MET MIDEAS MLEC MMP9 MNT MSI1 MYB MYBPH MYOZ2 NDP NECAB3 NEFH NFRKB NOTCH4 NTN4 NUAK1 NUDT10 NUDT11 OMG PACSIN3 PALS1 PCDH9 PCYT2 PDGFRB PEA15 PHLDA2 PHLDB3 PIANP PITPNC1 PKN3 PLCD1 PLEC PLEKHA5 PLEKHH3 POLD4 POLR3E PPP1R15A PPP1R9B PPP2CA PPP2CB PRDM1 PROCR PROSER3 PRR7 PRX PSMD1 PSME4 PTPRR RAB3D RAP1GAP2 RB1CC1 RBBP7 RBP4 RCAN2 REEP4 RELA REXO2 RGS2 RHBDD3 RHBDF1 RIN1 RIT1 RNF144B RNF34 ROCK2 ROM1 RP1L1 RPS6KA4 RTN3 S100A5 SCEL SDCBP SEC24D SEMA3B SEPTIN4 SERPINB5 SFN SFTPC SH3RF2 SHC3 SKIDA1 SLC16A6 SLC22A18 SLC25A51 SLC26A1 SLC35B1 SLC38A3 SLC4A11 SLCO5A1 SLITRK6 SMARCA2 SMPX SNCB SNCG SNX10 SPRED1 SSH2 STAT5B SV2B SYNGR1 SYT2 SYTL1 TBC1D17 TCF7 TEX19 TIAL1 TLL1 TLX2 TMEM54 TOB1 TRAPPC3 TRPV3 TSR1 TTC1 TUBA4A TUBB4A TYSND1 UBALD1 UBE2E3 ULK1 USP13 USP2 USP3 VAPA VASP VAT1 VCL VDR VEGFD VIT WDFY3 WDFY3-AS2 WNT6 WNT7B XIRP1 XPOT XYLT1 YIF1A ZFAND5 ZFYVE9 ZNF207 ZNF385B ZNF516-DT ZNF771 AP1_Q2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AP1_Q2 ACTR1A ADORA2A AK5 AKT1S1 ANKRD28 ANXA7 AP2A2 APOBEC1 APOBR ARRDC4 ASS1 ATXN7L2 AXIN2 BAIAP2 BAZ2A BLMH BNC2 BUD31 C1QTNF8 C1orf43 CA7 CA9 CACUL1 CALM3 CAMKK1 CAPNS1 CASK CCDC50 CCDC65 CCL22 CD244 CDKN1B CILK1 CIZ1 CLC CLSTN3 CLUH CLVS1 CMAS CNTF COL27A1 CORO1C CREM CRYBA2 CRYGS CYP11A1 CYP24A1 CYTOR DCDC1 DCHS1 DCN DCTN2 DDX17 DKK2 DNM1 DSTN DTX2 DUSP13 EFNA1 EIF4G1 ELAVL2 ELK3 EML3 EPB41L1 EPHA2 ETV5 EVI2B FAM178B FAM184A FAP FARP1 FBXW11 FGF11 FGF12 FHL3 FLI1 FLNC FOS GAB2 GADD45A GAPDH GGN GJB3 GNAI1 GOLGA4 GPR150 GSN HDAC3 HOXA11 HOXA13 HOXA3 HPSE2 HS3ST2 HSPB7 ID1 IGFBP6 IGSF22 IL10 IL1RN IL23A IL6 IL9 IRAK1 JMJD1C KCNH2 KCNH6 KCNK10 KCNN4 KDM3A KLHL1 KLHL40 KLHL41 KY LAMB3 LAMC1 LAMC2 LAPTM5 LCTL LMNA LPP LRP1B LTBP3 LYVE1 MAGED1 MAP1A MAP2 MAP4 MAP4K5 MAPK3 MAPRE3 MDFI MEIS2 MFGE8 MINK1 MMP19 MMP7 MMP9 MPRIP MYBPH NCDN NDP NECAB3 NEFH NHS NLN NLRC4 NPY NRAS NRIP3 NRXN2 NTRK2 OMG ORAI1 PAK5 PAK6 PAPPA PAX9 PCDH9 PDAP1 PDGFRB PIANP PIM2 PITPNC1 PKN3 PLAC1 PLBD2 PLCD1 PLEKHH3 PLPBP POLR3E PORCN PPP1R9B PPP2CA PRDM1 PRDM13 PRELID3B PRKACA PSMA3 PSMD11 PTPRH PTPRN PTPRR RAB22A RAB37 RAD23B RAP1GAP2 RAPGEF6 RELL2 RGS8 RIN1 RNF128 RNF144B ROCK2 ROM1 RP1L1 RTN3 S100A10 S100A5 SCOC SCRN1 SDCBP SFN SGTB SH3RF2 SHC3 SIX4 SLC16A6 SLC25A51 SLC31A1 SLC35E4 SLC38A3 SLC9A5 SLC9A9 SMAP2 SMARCA2 SNCB SPTA1 SRPK2 SSH2 ST18 ST8SIA5 STAT5B STK40 STOML2 STX17 SUFU SYTL1 TBC1D10B TBC1D17 TCF12 TENM3-AS1 TENT5A TEX19 TGFBR2 TMCC1 TMEM156 TOB1 TRIM8 TRPV3 TUBA1C TXN UBE2C UBE3A UBQLN1 UCHL3 UCN2 USP13 USP2 USP3 VDR VEGFD VIM WDFY3 WDFY3-AS2 XIRP1 XPOT ZBTB2 ZIC1 ZIC4 ZNF362 ZNF385B ZNF516-DT ZNF771 ZNFX1 ZPBP2 AP1_Q2_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AP1_Q2_01 ABCA2 ACADVL ADAM15 ADAMTSL1 ADAMTSL2 ADCY8 ADORA2A AGPAT4 AIF1L AKAP1 AKT3 ANK3 AQP5 ARPC5L ATP1B1 AXIN2 BAG2 BARHL2 BICDL1 BRD2 BRINP1 C1orf210 C2CD2L CA9 CDKN1A CHRM1 CILK1 CKMT1B CLC CLDN15 CLDN4 CLIC1 CLRN1 CLSTN3 CMAS CMTM2 CNTF COBL COL1A2 COL27A1 COQ8B CPA6 CRYGS CSTPP1 CXCL14 CYTOR DDR2 DGKA DIRAS1 DLG4 DNAH5 DNAJA4 DSG1 DUSP14 DUSP9 DYNC1H1 DYRK1A DYSF EEF1A1 EFNA1 EIF4E EIF4G1 ELAVL2 ELAVL4 ELK3 EN1 ENO2 EPB41L1 EPHB2 EYA1 FAM180A FAM53B FAP FBXO24 FHOD1 FLI1 FLNC FOSL1 FOXA1 FOXL2 GAB2 GFAP GGN GJB3 GPR158 GPR162 GPR3 GPR55 GPR87 GSE1 H3-3B HBEGF HCLS1 HCN3 HMCN1 HOMER2 HPSE2 HS3ST3B1 HSPB6 HSPB8 IL11 IL1RN IL9 IMPDH1 IRAK1 ITPKC KAZN KCNH2 KCNK10 KDM3A KLF12 KLF15 KLF5 KLHL40 KLHL41 KRT16 KRT8 KRTCAP2 LAMA3 LAMB3 LAMC2 LDB3 LIMK2 LINC02908 LMNA LMOD3 LONRF3 LPP LRCH4 LTBP3 LUC7L MAST2 MECP2 METAP1 MGST3 MIDEAS MITF MMP1 MMP12 MORF4L2 MPV17 MRGPRF MYBPH MYOZ2 NAT9 NCDN NCOA6 NDEL1 NDRG2 NEBL NFATC4 NKAPD1 NLGN3 NR0B2 NR1D1 NRAS NRN1L NTN4 NUAK1 OLR1 OMG OR2F1 ORAI1 P2RX6 PADI3 PADI4 PAK6 PCDH9 PCSK1N PDZD9 PERP PI15 PIH1D2 PKP3 PLA2G2E PLCD1 PLEKHH3 POLR1G PPP1R9B PPP2CA PPP2R2C PROSER3 PRPF38B PSMD11 PSMD4 PSME4 PTP4A1 PTPRH PTPRN RAB30 RAB34 RAP1GAP2 RAP2C RB1CC1 RBPJ RBPMS REXO2 RGS8 RHBDF1 RIMS1 RIN1 RIPK4 RIT1 RNF144B RNF149 RPL23A RPS20 RTN3 RTN4 RUNDC3A S1PR2 SCOC SEMA3B SERTAD1 SFXN5 SH3RF2 SHANK2 SKIDA1 SLC26A9 SLC30A3 SLC41A1 SLC4A11 SLC6A14 SLC6A5 SLC9A1 SLC9A8 SLITRK6 SMARCA2 SNCB SNX10 SQSTM1 SRC SRGAP2 STARD13 STK40 STN1 STRADB SYP SYTL1 TAC1 TCF12 TCF4 TENT5B TFE3 TINAGL1 TMCC1 TMEM104 TMEM54 TNFRSF12A TNXB TRAK2 TRAPPC3 TRIB1 TRIM46 TRIML1 TTC1 TUBB4A UBALD1 UBE2R2 UBE3A UCN2 USP13 USP3 VASP VIT WASF2 WDFY3 WDFY3-AS2 WNT6 XIRP1 XPO6 XPOT YPEL5 ZFAND5 ZNF385B AP1_Q4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AP1_Q4 ABCB6 ABHD2 ABHD4 ABI3 ADORA2A AK5 AKAP1 AKT1S1 AKT3 ANKRD28 ANXA7 AP2A2 AP2B1 APOBEC1 APOBR ARRDC4 ASS1 ATXN1 ATXN7L1 ATXN7L2 AXIN2 AZIN1 BACH1 BAG2 BAZ2A BLMH BMP2 BNIP3 BTK BUD31 C1QTNF8 CA7 CA9 CACUL1 CAMKK1 CAPNS1 CASK CCDC50 CCL22 CD151 CD244 CDKN1A CELA1 CILK1 CIZ1 CLC CLSTN3 CLUH CMAS COL27A1 CORO1C CREM CRYBA2 CSTPP1 CYFIP1 CYTOR DCDC1 DCHS1 DCTN2 DDX17 DIAPH1 DNM1 DSTN DTX2 DUSP13 EDN1 EEF1A1 EEF1A2 EFNA1 EIF3J EIF4E EIF4G1 ELK3 EML3 EPB41L1 EPHA2 ESRRB ETV5 EVI2B EYA1 FAM178B FAM180A FAM184A FAP FBXW11 FERMT3 FGF11 FGF12 FHL3 FKBP8 GAB2 GAPDH GGN GJB3 GNAI1 GNGT2 GOLGA4 GPR150 GPR3 GSN HDAC3 HHATL HOXA11 HOXD3 HPSE2 HS3ST3B1 HSPB7 IGFBP6 IL10 IL1RN IL23A IL6 IL9 IRAK1 ISG20 KBTBD8 KCNH2 KCNH6 KCNN4 KDM3A KLHL40 KLHL41 KRT19 KY LAMB3 LAMC1 LAMC2 LAPTM5 LIFR LIMK1 LMNA LPP LRP1B LRRC15 LRRFIP2 LTBP3 LYVE1 MAP1A MAP2 MAP2K1 MAPK3 MAPRE3 MDFI MMP19 MMP7 MMP9 MPRIP MYBPH NDP NECAB3 NEFH NEK6 NFRKB NOL4L NRAS NRIP3 PADI3 PAK6 PAPPA PAX9 PCDH9 PDAP1 PDE4D PDGFRB PIANP PIM2 PITPNC1 PKN3 PLAC1 PLBD2 PLEKHH3 POLR3E PPP1R9B PRDM1 PRELID3B PSMA3 PSMD11 PSMD4 PTPRH PTPRN PTPRR RABEP1 RAD23B RAP1GAP2 RAPGEF6 RB1CC1 RBBP7 RELL2 REXO2 RGS8 RIN1 RIPK4 RNF144B RNF182 ROCK2 ROM1 RP1L1 RPA3 RPL27A RTN3 RTN4 RUNDC3A S100A10 S100A2 S100A5 SCOC SCRN1 SFN SH3RF2 SHC3 SLC16A6 SLC25A51 SLC4A11 SLC9A5 SMARCA2 SPTA1 SRPK2 ST18 ST8SIA5 STAT5B STK40 STOML2 STX17 SYNPO SYTL1 TAGLN2 TBC1D10B TBC1D17 TCF12 TCF7 TECPR1 TENM3-AS1 TEX19 TGFBR2 TIAL1 TMCC1 TMEM151A TMEM156 TNFRSF12A TRIB1 TRIM8 TRPV3 TUBA1C TXN UBE2C UBE3A UBQLN1 UCHL3 UCN2 USP13 USP2 USP3 VDR VIM WDFY3 WDFY3-AS2 XIRP1 XPOT YIF1A ZBTB2 ZC2HC1C ZIC1 ZIC4 ZMAT5 ZNF362 ZNF385B ZNF436 ZNF516-DT ZNF771 ZNFX1 ZPBP2 AP1_Q4_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AP1_Q4_01 ABCD1 ABCF3 ABHD4 ADAM15 ADCY8 AK5 AKT3 ALDOA ANKRD28 ANXA7 AP2M1 AQP5 ATP1B1 BACH1 BAG2 BAZ2A BBLN BCL9L BICDL1 BLMH BNIP3 BTK C15orf39 C19orf33 C1orf21 C2CD2L CA7 CALB2 CAMKK1 CCDC120 CD68 CDH23 CDKN1A CHST1 CHST4 CKMT1B CLIC1 CMAS CNTF COBL COL16A1 COL7A1 COQ8B CRYBA2 CRYGS CSF1R CSF3 CSMD3 CXCR5 CYRIA CYTOR DDIT3 DHRS3 DIRAS1 DTNA DUSP14 DYNC1H1 DYRK1A ECM1 ELAVL2 ELK3 EML3 EMP1 EN1 ENO1 EPB41L1 EPHB2 EPHX4 ESRRG ETV5 FABP4 FAM184A FAM81A FBRS FBXO2 FBXO44 FBXW11 FGF11 FGF12 FOSL1 FRMD5 FSTL1 GADD45A GAPDH GDNF GJA1 GKN1 GNAI1 GRIA1 GSE1 GTF2B GTPBP2 H3-3B HBEGF HCLS1 HCN3 HDAC3 HOXA11 HS3ST2 HSPB6 HSPB8 IGSF9 IL10 IL11 IQSEC1 ITGB4 ITM2B ITPKC KCNA2 KCNH6 KRT25 KRT8 LAMA3 LAMC1 LAMC2 LINC02694 LMOD3 LNX1 LORICRIN LRRC8E LRRTM3 LTBP3 LYSMD2 LYVE1 MAMDC2 MAP2 MAP4 MAP4K5 MAPRE3 MARK1 MARK4 MCTP1 MIDEAS MMP9 MNT MPV17 MSI1 MYB MYBPH MYH14 MYOZ2 NCDN NDP NDRG2 NEFH NR0B2 NR1D1 NRAS NTN4 OLR1 OMG P2RX6 PADI4 PAPPA PCDH17 PCYT2 PEA15 PHLDA2 PHLDB3 PKP3 PLBD2 PLCD1 PLEKHH3 PPP1R15A PPP1R9B PPP2CA PRDM1 PROSER3 PRR7 PRX PSMD1 PSMD11 PSMD4 PSME4 PSTPIP1 PTPRN PVALB RAB3D RB1CC1 RBBP7 RBM39 RBP4 RBPJ RELA RELL2 REXO2 RGS2 RHBDF1 RIMS1 RIN1 RIT1 RNF144B RNF34 ROM1 RPS6KA4 RTL9 RTN3 S1PR1 SCAMP1 SEC24D SEPTIN9 SFN SH3RF2 SHC3 SKIDA1 SLC16A6 SLC24A4 SLC26A1 SLC26A9 SLC35B1 SLC38A3 SLC4A11 SNCB SNX10 SPATA16 SPATS2 SQSTM1 SRPK2 SRPX2 SRSF2 SSH2 SV2B SYNGR1 SYNPO SYT2 SYTL1 TAF15 TENT5A TENT5B TFE3 TIAL1 TINAGL1 TLL1 TMCC1 TMEM151A TNXB TOB1 TRAF3 TREX1 TSR1 TTC1 TUBB4A TYSND1 UBALD1 UBE2E3 UCN2 USP2 USP3 VAPA VASP VDR VIT WDFY3 WDFY3-AS2 WNT6 WNT7B XIRP1 XPOT YIF1A ZFAND5 ZNF385B ZNF436 ZNF827 ZPBP2 AP1_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AP1_Q6 ABCA2 ABCD1 ABHD2 ABHD4 ABI3 ADORA2A AK5 AKT1S1 ALDOA ANXA7 AP2A2 AP2B1 APOBEC1 ATP1B1 ATXN7L2 AXIN2 BAZ2A BICDL1 BLMH BMP2 BTK BUD31 C1QTNF8 C2CD2L C3AR1 CA7 CA9 CAMKK1 CAPNS1 CASK CCDC50 CDK14 CDKN1A CELA1 CILK1 CLSTN3 CMAS CNTD1 COA3 COBL COL27A1 COQ8B CPA6 CRACDL CRYBA2 CYFIP1 CYTOR DCHS1 DCN DCTN2 DHRS3 DIAPH1 DIRAS1 DMPK DSTN DTNA DYNC1H1 ECM1 EEF1A2 EFNA1 EIF3J EIF4E ELK3 ENO1 EPHA2 ETV5 FAP FBXW11 FERMT3 FGF12 FHL3 FLNC GAB2 GADD45A GAPDH GFAP GGN GJB3 GNAI1 GPAT3 GPR3 GPX1 GTF2B HDAC3 HOXA11 HOXD3 HS3ST2 HSPB7 HSPB8 IDS IGSF9 IL1RN IL23A IL9 ITPKC KBTBD8 KCNA2 KCNH6 KCNK10 KDM3A KLHL40 KLHL41 KRT86 LAMA3 LAMC1 LAMC2 LAPTM5 LEXM LINC02694 LINC02908 LMNA LPP LRRFIP2 LTBP3 LYVE1 MAP1A MAP2 MAP4 MAPK3 MARK1 MDFI MMP7 MMP9 MPRIP MYBPH NCDN NDP NDRG2 NECAB3 NEFH NEK6 NFATC4 NFRKB NR0B2 NR1D1 NRIP3 OLR1 OMG ORAI1 P2RX6 PADI4 PAK6 PAPPA PCDH9 PDAP1 PDGFRB PDZD9 PEA15 PHLDA2 PIANP PITPNC1 PKN3 PKP3 PLBD2 PLCD1 PLEC POLR3E PPP2CA PRDM1 PRR7 PSMD11 PSMD12 PSMD2 PSMD4 PSMD7 PSME4 PTP4A1 PTPRH PTPRN PVALB RAB30 RAB3D RB1CC1 RBBP7 RBPJ RCAN2 RELL2 REXO2 RGS8 RIMS1 RIN1 RIPK4 RIT1 RNF144B RNF182 ROCK2 ROM1 RTN4 RUNDC3A S100A5 SBSN SCEL SCOC SCRN1 SFN SFTPC SHC3 SLC16A6 SLC25A51 SLC26A1 SLC35E4 SLC4A11 SLC9A5 SMARCA2 SNCB SPARC SPATA16 SPATS2 ST18 STAT5B STK40 STX17 SYT2 SYTL1 TAGLN2 TBC1D17 TCF12 TENT5B TEX19 TFE3 TGFBR2 TIAL1 TINAGL1 TLL1 TMCC1 TMEM151A TMEM54 TOR1AIP2 TOR4A TPP1 TRAF3 TRIB1 TRIM8 TRPV3 TSKU TUBA4A TUBA4B UBE2C UBQLN1 UCHL3 UCN2 USP13 VAMP5 VASP VDR VGF VIM WDFY3 WDFY3-AS2 WNT6 XPOT YIF1A YWHAZ ZBTB2 ZFAND5 ZNF385B ZNF436 ZNF516-DT ZNF771 ZNFX1 AP1_Q6_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AP1_Q6_01 ABCA2 ABCB6 ABCD1 ABHD4 ABI3 ADAMTSL1 ADGRF2 AK5 AKT1S1 ALDOA ANK3 ANKRD22 ANXA7 AP2A2 APOBR ASB5 ASS1 ATP6V1A ATXN7L2 AXIN2 BDKRB2 BRD2 BTK BUD31 C1QTNF8 CAB39 CAPN12 CAPN6 CAPNS1 CASK CAVIN3 CCDC120 CCDC50 CHST1 CLC CLSTN3 CNTD1 CPNE8 CRYGS CSMD3 CSNK1A1 CTNNAL1 DCLK1 DCN DCTN2 DDIT3 DDX17 DENND1B DIAPH1 DMKN DMPK DTNA DUSP13 DYRK1A EAF1 EEF1A2 EFNA1 EIF4G1 ELAVL2 ELK3 EPB41L1 EPHA2 EPHB2 EPN3 ESRRG EYA1 FABP4 FBRS FBXO44 FBXW11 FERMT3 FGF9 FLNC GAB2 GABARAPL1 GABBR1 GADD45G GAPDH GAST GGN GIT1 GIT2 GJA1 GJB3 GPX1 GRIA1 HCLS1 HOXA11 HSPA9 HSPB7 HSPG2 IDS IGSF8 IL1RN IL6 IL9 IQCF1 IRAK1 ITM2B ITPKC KBTBD8 KCNA2 KCNH2 KCNK10 KDM3A KLHL40 KLK12 KRT25 KRT86 LAMC1 LAPTM5 LINC00649 LINC02908 LMNA LMOD3 LONRF3 LPP LRP1B LRRC2 LRRFIP2 LRRN4CL MAGED1 MAP1A MAP2 MAP4 MAP4K5 MAP7D1 MAPK3 MCTP1 MDFI METTL6 MMP19 MPRIP MPV17 MYB MYOZ2 NAA50 NDP NDUFA13 NECAB3 NFATC4 NFRKB NOTCH4 NR0B2 NRDC NRIP3 NRN1L NUAK1 NUDT10 NUDT11 OLR1 OMG ORAI1 PACSIN3 PAK6 PCDH9 PDAP1 PDGFRB PHLDA2 PI15 PIANP PIM1 PITPNC1 PKN3 PKP3 PLA2G2E PPP1R15A PPP2CA PPP2R2C PRDM1 PRSS22 PSMA3 PSMD12 PSMD2 PSMD7 PSME4 PTPRH PTPRR RAB30 RAP1GAP2 RB1CC1 RBBP7 RBM39 RBPJ RCAN2 REXO2 RGS2 RIMS1 RNF144B RNF145 ROCK2 RPL23A RTL9 S100A5 SBSN SCAMP1 SCEL SCRN1 SDCBP SEC24D SEMA6B SGK1 SLC11A1 SLC26A1 SLC26A9 SMARCA2 SMPX SNAP25 SNCG SNPH SNX10 SPATA16 SPTA1 SQSTM1 SRPK2 STARD13 STAT5B SV2A SYN1 SYNGR1 SYT2 TAGLN2 TBC1D10B TBC1D17 TENM3-AS1 TENT5A TEX19 TFE3 TIAL1 TLL1 TMEM156 TMEM95 TNFRSF9 TNRC6A TNXB TOB1 TRAK2 TRAPPC3 TRIM47 TRIM8 TRPV3 TSKU TUBA1C TUBA4A TUBA4B UBE3A UBQLN1 UCN2 USP13 VAMP5 VAPA VAT1 VCL VGF VIL1 VWA7 XIRP1 YIF1A ZBTB32 ZBTB43 ZFAND5 ZFYVE9 ZNF207 ZNF385B ZNF516-DT ZNF771 ZNFX1 AP2ALPHA_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AP2ALPHA_01 ADGRL3 ADRA2C AHNAK APLP1 APLP2 ARHGAP36 ARID1A ARPC4 ARTN ASS1 ASTN1 ATF5 ATP5PD ATP6V1D BAG6 BARX1 BBS10 BCL3 C2CD2L C6orf89 CABP7 CBX6 CCDC24 CD83 CDC14A CDK9 CENPB CERCAM CHRDL1 CIAO1 CIB1 CIC CITED1 CLDN7 CMTR1 CNKSR1 CNKSR2 CREB3L1 CSMD3 CTCF CTDNEP1 CXXC5 DDR1 DGCR2 DGKG DLL4 DMPK DPF3 DRD2 DSCAM DSCAML1 E2F3 EGLN2 EIF2S1 EIF3A ELOVL1 ELP5 ERF ESAM ETV4 FAM76A FBRS FBXL12 FBXL9P FBXO34 FER1L6-AS1 FKBP14 FKRP FRMPD1 G3BP1 GAS7 GNL1 GRHL2 GRIK3 HIC1 HIF1A HNRNPDL HNRNPL HOXA3 HOXC10 HR HSD11B2 IER5L IGF2BP1 IGFBP7 IL11 IL4I1 IRF1 JADE1 JADE2 JARID2 JOSD2 JPH1 JUND KAT5 KCNH8 KCNK12 KDM2A KDM3B KITLG KLF10 KLF12 KLF13 KRT4 L1CAM LCOR LDB1 LHX6 LIN28A LMO4 LOXL4 LRP1 LRP8 LTA LUC7L2 MAFB MAP1B MAP1LC3A MAP2K2 MAP3K11 MAP3K6 MAP4 MARCKSL1 MED13 MFNG MKNK2 MLX MMP14 MPC2 MXD4 NACC1 NDST1 NETO1 NFAT5 NFATC3 NFIB NFKBID NIBAN1 NOTCH3 NR2C2 NR3C1 NSMF NUFIP2 NUP62 NXPH4 NYAP1 P4HA1 PABPC1 PABPC4 PAK3 PCIF1 PDGFB PDLIM2 PHC2 PITX2 PKN1 PLEKHA8 PLP2 PLXNC1 POU3F1 POU3F2 PPARD PPM1E PPP1R12C PPP2R5B PRDM16 PRPH PRR3 PTGES3 PTGIR PTMA PTPRG RAB5C RAPGEFL1 RARA RARG RBM15B RCOR2 RELB RFX6 RIPOR1 RNF220 RPIA RTL9 RXRB S100A16 SCN5A SEMA6C SIX1 SLC12A4 SLC25A28 SLC39A7 SLC6A11 SLITRK5 SMAD7 SMG1 SOS1 SOX10 SOX5 SOX9 SP3 SP4 SPACA6 SPAG9 STAT3 TEAD2 TFAP4 THAP11 THRA TIGD6 TKFC TLK2 TMEM127 TMEM131L TMEM208 TMEM256 TMSB4Y TRERF1 TRMT1 TRPC1 TSPAN17 TSSK1B TSSK3 TTBK2 UBA3 UBE2M UBTF USP49 UST VEGFA WDR53 WNK2 WNK4 WNT10A YTHDF2 ZBTB7A ZFAND3 ZFP36L1 ZNF281 ZNF335 ZNF362 ZNF703 ZNRF2 AP2GAMMA_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AP2GAMMA_01 ADGRL3 ANGPTL2 ANKRD2 APLP1 APLP2 ARHGAP30 ARHGAP36 ARID1A ARPC4 ARTN ASS1 ATF5 ATP5PD ATP6V1D ATXN7L2 BAG6 BARX1 BBS10 BCL3 C2CD2L C6orf89 CABP7 CALM1 CBX6 CCDC24 CD83 CDC14A CDC73 CDK9 CDON CEND1 CENPB CERCAM CHRDL1 CIB1 CIC CLDN7 CMTR1 CNKSR1 CNP CPEB4 CREB3L1 CRYAB CTCF CTDNEP1 CTSA CXXC5 DAB1 DENND2D DGCR2 DGKG DLL4 DPF3 DRD2 DSCAM DSCAML1 DTX3 E2F3 EDA EFNB3 EGLN2 EIF2S1 EIF3A ELP5 ERF ETV4 FAM76A FBRS FBXO34 FCRLA FER1L6-AS1 FGF11 FKBP14 FKRP FLT3LG FRMPD1 GAS7 GGNBP2 GMIP GNL1 GPBP1 GPRC5C GRHL2 GRIK3 HIC1 HIF1A HNRNPDL HNRNPL HOXA1 HOXA3 HOXC10 HPN HR HSPB2 HTR7 IER5L IGF2BP1 IGFBP7 IL11 IL4I1 IRAG1 JARID2 JOSD2 JUND JUP KAT5 KCNH8 KCNJ12 KCNK12 KCNQ4 KDM2A KDM3B KITLG KLF10 KLF12 KLF13 KRT4 L1CAM LCOR LDB1 LHX2 LHX6 LIG3 LIN28A LMO4 LRP8 LRRC36 MAFB MAN1C1 MAP1B MAP2K2 MAP3K11 MAP3K6 MARCKSL1 MECOM MED13 MFNG MKNK2 MLX MPC2 MSTN MXD4 MYCL MYH7 NACC1 NEO1 NFAT5 NFATC3 NFIB NIBAN1 NKX2-1 NOTCH3 NR2C2 NR3C1 NUFIP2 NUP62 NXPH4 NYAP1 OBSCN OTUD7B P4HA1 PABPC1 PABPC4 PAK3 PCIF1 PDGFB PDLIM2 PHC2 PIP4K2B PITX2 PKN1 PLEKHA8 PLP2 PLXNC1 POU3F1 POU3F2 PPM1E PRDM16 PRR3 PTGES3 PTK7 PTMA PTPRG RARG RASIP1 RCOR2 RELB RFX6 RIPOR1 RNF220 ROCK1 RPIA RXRB SCML2 SCN5A SEMA6C SIPA1 SIX1 SIX4 SLC12A4 SLC25A28 SLC30A3 SLC39A7 SLC6A11 SLITRK5 SMAD7 SMG1 SOS1 SOX10 SOX5 SOX9 SP4 SPACA6 SPAG9 SPATA6 SRRM3 STAT3 TEAD2 THAP11 TIGD6 TKFC TLK2 TMEM131L TMEM256 TRERF1 TRIM28 TRMT1 TRPC1 TSPAN17 TSPAN33 TSSK1B TSSK3 UBA3 UBE2H UBE2M UBTF USP49 UST WDR53 WNK2 WNT10A YTHDF2 ZBTB7A ZFAND3 ZNF281 ZNF335 ZNF362 ZNF385A ZNF593 ZNF687 ZNF703 ZNRF2 AP2REP_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AP2REP_01 ACVR1 ADAMTS4 ADNP AKIRIN1 AMER1 AMFR ANKRD39 ARHGAP44 ARHGAP6 ARID1A ATL2 ATN1 ATP2B2 ATP5PD BARHL2 BCL2L11 BCL9L BEND6 BHLHE22 BMP1 BRD4 BSCL2 BTBD9 C1orf43 CA7 CACNB3 CALD1 CALM3 CBLL1 CCDC177 CCN1 CD3D CD3G CHMP2B CHRM1 CLPTM1 COBL COL16A1 CPLX2 CPNE1 CYB561D1 CYP8B1 DAAM1 DDIT4L DNAI1 DNHD1 DNMT3A DYRK1B EBF2 ECH1 EED EFNA5 EFNB1 EIF5A EPHA1 EYA4 FAM180A FAM219A FANCI FHIT FRMPD1 FXYD6 GATA1 GMPPB GNB2 GNG3 GRIN2A GRIN3A HMCN1 HOXC6 IER5L IGFALS IKZF4 IL3 IRAG1 IRAK1 IRX4 ITSN2 JMJD1C JPH1 JPH2 KLK13 KMT2A KRT17 KRT35 KRT72 LCAT LTBP3 MAPT MARCKSL1 MAST4 MEMO1 MIR9-1HG MORF4L2 MPO MRI1 MSN MYO1C MYOZ1 NEFL NFKBIE NHLH2 NKAIN1 NKX3-1 NLGN3 NOSTRIN NR3C2 NRG1 NT5DC2 NUDT10 NUDT11 NXPH1 PAK6 PANK1 PARD6A PBX1 PCBP4 PCSK6 PDE10A PDYN PDZRN4 PHC2 PHF12 PHYHIPL PIK3R3 POC1A POLR2A PPOX PPP1R32 PRPH PTGDS PTMA PUM1 RAP2C RBM14 RHOG RHOJ RORA RPL22 RRP36 RTF1 RUNX1T1 SCAMP3 SCAMP5 SERPINB2 SERPINF1 SH3D21 SHANK2 SLC6A5 SMARCA5 SMURF2 TACSTD2 TBC1D10A TEX2 TFIP11 TICAM1 TMEM185A TMEM191A TMEM35A TNKS1BP1 TNPO1 TNPO2 TRPM3 TRPV5 TSC22D1 TSHZ2 TUBB2B TXLNG U2AF1L4 UBE2E2 UBE2H VIM WDPCP WDTC1 WNT4 WT1-AS YBX2 YWHAG ZBTB4 ZDHHC15 ZHX2 ZIC5 AP2_Q3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AP2_Q3 ABCF2 ABHD1 ACSL3 ACTL6B ADAM23 ADRA2C AMMECR1L ANKZF1 APLP1 ARL3 ARTN ASIC2 ATG9A BARX1 BCL11B BORCS5 C1QL2 C6orf62 C6orf89 CACNA1G CACNG2 CALHM2 CAMTA2 CAND1 CBLL1 CBLN4 CCDC136 CCDC9B CDH24 CDK16 CDK5R1 CDK9 CHD4 CHN2 CHSY1 CLOCK CNNM1 CNP COL11A2 CPSF4 CREB3 CRTAC1 CSRNP2 CTCF CTDSP1 CTSA CXXC5 DCAF1 DDB1 DNAI1 DNAJC7 DNTTIP1 DSP E2F4 EBAG9 EIF4A1 EIF4G2 ELF4 EML3 EMX2 EPC1 EPHA3 EPHB1 ERF ESRRA ETF1 ETV4 FAM53C FAM76A FAM78A FAM89B FBXL14 FBXL9P FGD1 FGF8 FLI1 FOSL2 FOXO1 FOXO3 FXR2 GABBR2 GABRA4 GAS7 GORASP2 GPBP1 GPRC5B GRIK3 GRM3 H1-0 H1-10 HDLBP HEBP1 HEBP2 HECTD1 HEY1 HIC1 HIRA HOXC10 IER5L IGF1R IL11 INO80D IRS1 JADE1 KAT7 KCNA1 KCNA6 KCNB2 KCND1 KCNN2 KLF10 LBX1 LCOR LHX2 LHX4 LHX6 LIMK2 LLGL2 LRRC36 MAF MAFB MAP3K3 MAP3K6 MAPT MARCKSL1 MAT2A MECOM MEX3B MGLL MIB1 MIR17HG MNT MOV10 MRPL40 MSI1 MYCN MYO15A NALF2 NCAPD3 NCOA6 NEURL2 NFAT5 NKIRAS2 NKX2-1 NLGN3 NR3C1 NRF1 NXPH4 OGA P4HA1 PABPC1 PAIP2 PATZ1 PAX7 PBRM1 PCIF1 PDE6D PDGFB PHACTR3 PIGO PITPNC1 PLAGL2 PLCB3 PLXNC1 POFUT1 POLD4 POLH PORCN POU4F1 POU4F2 PPM1E PPME1 PPP1CA PRDM16 PSMD1 PTCHD1 PURA PURB RAB35 RAB7A RAP1GDS1 RASAL2 RASGEF1A RELB RGMA RGS8 RIMS1 RNF220 ROM1 RPL41 RPS6KA3 RPS6KA4 RRAS SALL1 SF1 SFXN2 SH3BP5L SLC12A4 SLC30A3 SLC35D1 SLC4A1 SLC4A3 SLC7A10 SLITRK5 SMG1 SOX12 SOX2 SPACA6 SPAST SPATA6 SPINK5 SPOP SSX2IP ST3GAL5 ST6GALNAC5 STAB1 STAG2 SYT7 TBC1D10B TBX3 TCF7 TENT5B TFAP2C TGFB1 TLN1 TMEM132E TMEM132E-DT TMEM208 TRIM24 TRIM33 TSPAN7 UBE2B UBE2L3 UBL3 UBTF UNC50 USF1 VEGFB VPS26B WDTC1 WFDC3 WNT1 WNT10A WNT3 XPO5 XRCC6 YWHAQ ZBTB22 ZBTB7A ZC3H10 ZIC1 ZNF335 ZNF385A ZNF576 ZNF70 AP2_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AP2_Q6 ACTB ACTL6B ACTR1A AKIRIN2 ALG5 AMMECR1L ANGPTL2 ANKRD13B ANKRD27 APBA1 APLP1 ARHGAP36 ARHGAP5 ARID1A ARPC1A ASS1 ATF7IP ATL2 ATP5MC2 ATP5PD ATXN7L2 BAHD1 BANP BCL2 BCL3 BRPF1 BSN C6orf62 C6orf89 CADM1 CAMK4 CAMTA2 CARF CBX6 CCDC177 CCDC71 CDC25A CDC73 CDK8 CDK9 CELF1 CEND1 CENPB CEP95 CLC CNNM1 CNNM2 CNNM4 CNP COL11A2 CPEB4 CRBN CREB3 CREB3L1 CRK CRLF1 CTCF CTNND2 CYB5R1 CYTH2 DAGLA DCUN1D3 DDX5 DNAI1 DNMT3A DNTTIP1 DUSP15 E2F3 EBAG9 EDA EFEMP2 ENHO EP300 EPHB1 EXOSC8 FAF1 FAM53C FBXO11 FGF11 FKBP14 FMNL1 FNBP1L FST FXR2 FZD5 GALNT10 GALNT14 GAS7 GATA2 GATA6 GGNBP2 GLTP GPBP1 GPC4 GPR3 GRK5 GSE1 GUCY1A2 H1-0 HAPSTR1 HCN1 HCST HDLBP HMGN2 HOXA6 HOXB2 HPN HS3ST3B1 ICA1 IGFBP7 INSM1 IQUB IRF1 KAT7 KCNH5 KCNN2 KDM2A KICS2 KLC2 KY LCOR LDB1 LHX1 LHX2 LIMD2 LMX1A LYRM1 MAFB MAGIX MAPK6 MAPRE1 MAPRE3 MARCHF6 MARCKSL1 MAST2 MBD3 MED13 MED26 MEIS2 MIR17HG MMD MNT MTA2 MYADM NFKBID NIBAN1 NOTCH3 NRF1 NRG1 NXPH3 NYAP1 ORC6 PABPC1 PABPC3 PAX2 PBX3 PCGF5 PCIF1 PDE5A PDGFB PDZD7 PHF12 PHF21B PITX3 PLAGL2 PLCB3 PLEKHA8 PLXNC1 POFUT1 POLD3 POU2F1 PPFIA1 PPM1E PPM1J PPP2R5E PPP6C PRR16 PRR7 RAB10 RAB22A RAB35 RAB3IP RAP1GDS1 RAPGEFL1 RASA1 RASAL2 RASGRP2 RASIP1 RBM15B RCOR2 RELB REV3L RGS9BP RPRD2 RRBP1 SALL1 SDC1 SFRP2 SFXN2 SHB SIRT1 SLC25A12 SLC25A28 SLC30A5 SLC7A10 SMARCD2 SMOX SOBP SOX12 SOX2 SP3 SP4 SPATA6 SPCS2 SPPL3 SPRY2 SPTB SPTBN4 ST8SIA2 STAG2 SUFU TBX2 TEAD2 TERF2 TEX2 TLN1 TMEM178A TMEM256 TMEM59L TMEM8B TMTC2 TNFAIP8L3 TRIM28 TRIM39 TSPAN2 UBE2B UBE2S UBTF USP48 USP49 VEGFB VPS35 WAC WDR12 WFDC3 WNK1 WNT1 WNT3 WNT7A ZDHHC14 ZDHHC2 ZFAND3 ZNF341 ZNF362 ZNF503 ZNF513 ZNF593 ZNF644 ZZZ3 AP2_Q6_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AP2_Q6_01 ABHD17AP5 ACVR2B ADAMTS5 ADIPOR1 ADRB1 AGAP1 AKIRIN2 ALG10 AMMECR1L ANGPTL2 ANKRD40 ANP32A APLP1 ARAP1 ARF3 ARHGAP36 ARID1A ASCL1 ASIC2 ASS1 ATP5PD B4GALT1 BAHD1 BCAT2 BCL6 BCOR BMT2 C6orf62 CADM1 CAMKV CAMTA2 CCNG1 CD248 CDC73 CDK16 CDK9 CELSR2 CEND1 CERCAM CGREF1 CHAT CHD4 CIC CIRBP CIRBP-AS1 CLASRP CLDN5 CNNM4 CNP COL12A1 CPEB3 CPSF4 CREBRF CRY1 CTCF CXXC5 CYB561D1 CYTH2 DBN1 DGCR8 DLG3 DLGAP4 DMPK DNAI1 DNMT3A DTNB DTWD2 DYNC1LI1 EFNB3 EGR3 EIF1 EIF4G2 ENHO EPHB1 ERF EYA1 FAM219A FAM53C FAM76A FAM89B FASTK FBRS FGD1 FGF11 FGF9 FKBP14 FMNL1 FNBP1 FOXA3 FXYD1 GGNBP2 GLTP GNG8 GP1BB GPBP1 GPR12 GPR3 GRK6 HAPSTR1 HDLBP HEY1 HOXA1 HOXB2 HOXB9 HPN IGF2BP1 IGF2BP3 IL11 ITPKA JADE2 KCNAB3 KCNH2 KCNH5 KCNH8 KCNJ12 KCNK3 KCNQ4 KDM2A KDM3B KIF3C KLF10 KLF13 KMT2E LCOR LDB1 LHFPL4 LHX2 LRFN5 LRRC8D MAFB MAP1B MARCHF5 MARCKSL1 MCU MED13 MED26 MGAT2 MGAT4B MIB1 MIR17HG MKNK2 MLLT6 MN1 MSTN MTCH2 MYH10 NACC1 NAT8L NCOA2 NCOA6 NEO1 NFYC NIBAN1 NIPBL NR2E1 NR2F2 NRF1 NTF4 NUFIP2 NXPH3 NYAP1 OAZ2 OGA OSR2 OTUD7B PABPC1 PABPC4 PAQR4 PCGF1 PCIF1 PDGFB PFKFB3 PGF PHF1 PIANP PIAS1 PICALM PIP4K2B PKN1 PLAGL2 PLCB3 PLEKHA8 PLXNC1 POFUT1 PORCN POU5F1 PPM1E PPP2R5A PPP6R2 PRDM16 PTK7 PTMA RAB35 RAD21 RALYL RAP1GDS1 RAPGEFL1 RASGRP2 RASIP1 RBM6 RDH10 RFX1 RGMA RHBDF1 RNF220 RNF40 RPL36AL SALL1 SCUBE3 SH3BP4 SIPA1 SLC12A4 SLC17A7 SLC18A3 SLC25A28 SLC37A4 SLC6A11 SLC7A10 SMAD7 SMARCD1 SMIM29 SOBP SOX2 SPACA6 SPATA6 SPRED1 SRRM3 ST7 ST8SIA2 STARD13 STMN1 SYMPK SYT7 TAB2 TACC2 TERF2 TEX2 TFAP2C TFAP4 TFEB TGS1 TLK2 TLNRD1 TMEM132E TMEM25 TMEM256 TMEM59L TMEM68 TNFAIP8L3 TRIM28 TRIM39 TRMT1 TSEN2 TSSK3 UBE2S UBTF UNC79 USP49 VEGFA VPS25 VWCE WNK1 WNK4 WNT5A ZBTB7A ZMYM2 ZNF281 ZNF362 ZNF516-DT ZNF703 ZNRF2 AP3_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AP3_Q6 AAR2 ABCA12 ABCG5 ABCG8 ABHD1 ACKR3 ACTN4 ADCY8 ADGRB3 ADGRG4 AHR ALKBH6 ANKRD7 ANXA6 ARHGAP11A ARHGAP12 ARHGAP17 ARHGAP21 ARID5A ASCL3 ATP13A4 ATP6V1E2 BAG3 BCL2L2 BMP10 BMP5 C18orf54 C5orf64 CACNG2 CACNG3 CALD1 CASK CCDC91 CD109 CD79B CDK14 CGN CHD2 CHD6 CNBD1 COL4A3 COL4A4 CPNE1 CRK CTNND1 CXCL14 CXXC4 CYP2W1 DDX6 DMD DPF2 DPH3 DTNA EBF2 EDNRA EIF4G1 ELAVL2 ELOA2 ENPEP ERBB4 ERN1 ESCO1 ETV1 EVX1 FEZF2 FGF13 FGF17 FLI1 FN1 FOXP2 FSTL1 GAD1 GAN GAS2 GEN1 GFI1 GLRA2 GNL3LP1 GSR GSTA4 HAPLN1 HAUS2 HDLBP HIVEP1 HMGN3 HNRNPA0 HOXB6 HOXB7 HOXC10 HOXD10 ICAM5 IGF2-AS IL1RAPL1 IRX2 IRX4 ISCA2 JADE1 JARID2 JMJD1C JUND KCNJ13 KCNK5 KRTCAP2 LEMD1 LHX5 LHX6 LINC01565 LMO1 LRP1 LRRC57 LRRN1 LRRN4CL MAP3K20 MAP4K4 MASP1 MBNL1 MEIS2 MEOX2 MFAP2 MGAT4C MINDY1 MLLT10 MMAA MPV17 MSR1 MXD4 MYBPC1 MYH6 MYLK MYOCD MYPN NCKAP5 NCKIPSD NEO1 NMT2 NMUR2 NPC2 NREP NRN1L NRP1 NRXN3 NSD1 NSD3 NTRK2 NTRK3 NUP155 NXF1 OTUD7B OTX2 OXNAD1 PALS2 PAPPA PATL1 PCDH8 PCDH9 PCDHA6 PCDHGB2 PDE3B PHF3 PHOX2B PICALM PID1 PLAG1 POLD4 POU3F4 PPM1E PPM1L PRDM12 PRDM2 PRMT9 PSMA1 PTGFR RADIL RALBP1 RAPGEF4 RBM11 RBM24 RCOR2 RGS6 RGS8 RND1 RNF19B RORA RPS6KB1 SAV1 SCNN1A SEMA6A SEPHS2 SEPTIN5 SERPINB12 SGMS2 SLC44A1 SLC5A3 SMAD1 SMC6 SMOX SMPX SNX6 SOBP SP6 SP7 SPARC SPRY4 SREK1 SRSF1 SRSF6 SULF1 TACR1 TAF15 TAL1 TAOK2 TBC1D21 TBK1 TBL1XR1 TBX19 TCEANC2 TENM1 TESK2 TFIP11 TGIF1 TMEFF2 TMEM255A TMEM35A TMEM52B TMEM59 TNIP1 TRA2A TRIM46 TRIM54 TRIM8 TRIML1 TRPM1 TRPS1 TSPAN16 TTLL3 TTLL6 UBE2V1 UNC5C UPK2 USP32 VIT VNN2 WBP1 WHRN WNT3 WNT8B WT1-AS WWP2 ZBTB18 ZFPM2 ZNF322P1 AP4_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AP4_01 ABTB3 ACVR1C ADGRB2 ADO AKTIP ALPK2 ANGEL1 ANGPTL2 ANGPTL7 ANK2 ARFIP2 ASIC5 ATP4A ATP8A1 BAZ2A BCL11A BICRA BOLA3 CABP2 CACNB2 CACNG6 CARMIL3 CBFA2T2 CCDC136 CDH13 CDK16 CDK6 CELF1 CELF4 CHD6 CIDEC CLEC4D CLIC1 CLPS CMKLR1 CNTLN COL11A1 COL4A3 COL4A4 COQ8B CRB1 CSMD3 CTDSPL DALRD3 DCAF11 DDIT3 DLG2 DLX1 DMD DNAI1 DNAJB5 DNAJC14 DOC2A DPF1 DPH1 DUSP7 EIF4E ELL2 EN1 EPN2 EPOR ERLIN2 ESRP2 ETNK2 EVX1 EYA1 FAM219A FGF16 FKBP3 FLT3LG FLYWCH1 FMO5 FOXP1 GATA1 GDPD2 GOLM2 GPBP1 GPC4 GRIN2D GRK2 GRM7 GSC GSK3B GSX1 H1-0 HAPLN2 HES6 HEXIM2 HMGN2 HOXA10 HOXA11 HOXC4 HRC HSD3B7 HYAL2 IER5L IGF1 ITPKC JMJD1C KCNE3 KCNG4 KCNH2 KCNJ2 KCNK5 KIF3C KLF15 KRTCAP2 LAG3 LBX1 LIN28A LLGL2 LMO1 LMO3 LOXL4 LRP1 LTBP1 LURAP1L MAP3K3 MAP3K5 MAPK8IP1 MAPRE3 MASP1 MCTP2 METTL7B MIDEAS MIS12 MOAP1 MTMR3 MYO18A MYPN NAB2 NAV3 NDNF NDUFA4 NDUFAF3 NDUFB8 NEUROD2 NFIB NHSL2 NIPBL NKX2-1 NPHP4 NR1H2 NR4A2 NR5A1 NRDC NTN3 NUDT3 NUTF2 NXPH1 OAZ2 OPCML OTOF P2RY4 PABIR2 PCBP2 PCBP4 PCDH1 PCSK1 PCSK4 PDE3A PDIA3 PFDN5 PGGT1B PHF23 PI4KB PITX2 PJA2 PLEC PLEKHA6 POLD4 POLR3E POU4F1 PPARGC1B PPM1J PPP1R9B PPP2R5E PPTC7 PRICKLE1 PSMD3 PTK2 PTPRS PTPRT RAB25 RAP2C RAPSN RARA RASGEF1A RASL10B RELCH RGS8 RHOG RIT2 RRP36 RTL9 RUSC1 RUSC1-AS1 RWDD4 SALL1 SEMA4C SEMA7A SEPTIN3 SERPINE1 SESN2 SGCG SGMS1 SH2B3 SH3BP1 SIN3A SKIDA1 SLC22A17 SLC26A9 SLC39A2 SLC48A1 SMAD7 SMARCA1 SMPX SNAP25 SNCA SORBS1 SOST SOX11 SOX15 SPRY4 SRRM3 SSBP2 STARD10 STARD3 STAT3 STIMATE SULT2B1 SYNC TCF7 TFAP4 TIMM10B TLE3 TLR7 TMEM178A TMEM62 TNRC6C TOMM5 TONSL TP53BP1 TPPP3 TRAPPC11 TRIM46 TRPM7 TSC22D2 TSPAN32 TTC9C TUBA1C TYRO3 UBE2K UCP3 UNC13B USP2 VEGFA VEZF1 WNT6 ZBTB18 ZBTB47 ZEB1 ZMAT3 ZMYM4 ZNF385A ZNF800 AP4_Q5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AP4_Q5 ABHD16A ABHD4 ABR ABTB2 AKT2 ALDH1A1 AMOT AMPH ANKRD12 ANP32A ANXA8 APBA1 AQP2 ARHGAP24 ARHGAP45 ARHGAP8 ARHGEF2 ASB16 ASB5 ATOH8 ATP1B4 ATRNL1 AZIN1 B3GALNT2 BACH1 BAP1 BICRA BNC2 BRINP1 BTF3P11 BTG1 C6orf62 CACNB2 CAPZA3 CASKIN2 CBFA2T3 CCDC18 CCDC191 CD79B CELA3A CELF3 CFAP65 CHD4 CHMP4B CHRD CHRNG CITED2 CLEC4D CMTM5 CPEB3 CSRNP3 CUL7 DAAM1 DALRD3 DDIT4 DES DHRS3 DLL3 DLL4 DMC1 DMD DNAJA1 DOCK4 E2F1 ELF4 ELP6 EMP3 ENO3 EPOR ERBB3 ESR1 EYA1 FAM217B FBXL21P FILIP1 FMO5 FOSL2 FOXD3 FOXO4 FZD9 GGNBP2 GNB3 GOLM2 GOLPH3L GPM6B GPR162 GPR21 GRIK3 GRIN2D GRK2 HAPLN2 HBP1 HDAC4 HID1 HIP1 HJV HMGN2 HOXA6 HOXB5 HPCA HS3ST4 HSD11B1 HSD3B7 ID3 IGF1 IKZF2 IL11 IL17B IMPDH1 INSR IP6K3 IRF2BPL ITGB1BP2 KCNE5 KCNH2 KCNJ2 KCNMA1 KCNN2 KDM2A KLF13 KSR2 LINC00299 LINC01089 LINC01138 LNX1 LRRN2 LZTS2 MAF MAP3K13 MAP3K3 MASP1 MBP MID2 MIR22HG MOSPD1 MYBPH MYCLP1 MYF5 MYL6B MYO1C NADK2 NAV3 NBEA NCDN NDST2 NDST4 NDUFA4L2 NR4A3 OBSCN OMA1 OPCML OR10J1 PABIR2 PABPC5 PADI2 PAICS PAK6 PARP6 PARP8 PCBP4 PCYT1B PDE3A PDGFB PDLIM4 PGF PHF23 PHF7 PHLDB1 PLEKHA6 PLPP7 PPAT PPP1R17 PPP1R3D PPP1R9B PRDM8 PREX2 PRICKLE1 PRKCG PRKCQ PSIP1 PTCH2 PTK7 PTPRS QTRT2 RAB27A RAB30 RAI1 RASGRF2 RASL10B RASL12 RBMS3 REEP1 REEP6 RGS7 RHOBTB2 RIPOR1 RIT1 RNF213 RPS6KB1 RTKN RTL9 RUNX1 RUSC1-AS1 RXRG SALL1 SCN4A SEMA6D SGIP1 SGMS2 SH2D6 SIX5 SLC12A8 SLC25A24 SLC26A10P SLC7A8 SLC8A3 SMARCA1 SMARCA2 SOST SOX12 SPCS1 SRGAP1 STAC3 STIM1 STOML2 SULT2B1 SUV39H2 SYTL1 SYTL2 TCF7 TEX35 TFAP4 TGFB3 TGFBR2 TLNRD1 TMEM100 TMEM109 TMEM182 TMF1 TNFRSF19 TP53INP2 TPM3 TRAF4 TRAM1 TRAPPC3 TRIM62 TSEN54 TUBB2B TXNDC12 UBALD2 UBE2D3 UBE2H UNC13B USO1 VAMP3 VAT1 VGF WDR81 WNT10B WNT2B WNT4 WNT9A XCL2 XPNPEP1 YPEL5 ZBTB18 ZFAND3 ZMIZ1 ZNF385A ZNF398 ZNF710 ZRANB1 AP4_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AP4_Q6 ABHD4 ABLIM1 ABTB2 AICDA AIF1L AMPH ANXA8 APOLD1 ARHGAP24 ARHGEF2 ARID1A ARNT ASB16 ASB5 AZIN1 BACH1 BCL11B BCL2L2 BICRA BSCL2 BTF3P11 C1orf116 CACNA1G CACNB2 CADPS CBFA2T3 CBX6 CCDC186 CELA3A CELF3 CFAP65 CHAC1 CHID1 CHMP4B CHRNG CLEC14A CLEC4D CNIH2 CNNM2 COL7A1 CPEB3 CREB3L1 CSDE1 CTDSP1 DHRS3 DLL3 DOCK4 ELF4 EMILIN3 EMP3 EPHA2 EPOR ERN1 ESRRA EYA1 EYA3 FBXL21P FBXO24 FBXO40 FGF12 FGF8 FHL3 FILIP1 FMO5 FNDC5 FOSL2 FOXD3 FOXO4 FRAS1 GAS7 GATA3 GNB3 GNG3 GOLGA2P11 GOLM2 GOLPH3L GPR162 GRIK3 GRIN2B GRK2 HAPLN2 HDAC4 HID1 HJV HMGN2 HOXA6 HOXB5 HOXC12 HOXC4 HS3ST4 HSD11B1 ID3 IKZF2 INHA INPPL1 JMJD1C KCNE5 KCNMA1 KCNN2 KCNQ4 KDM2A KIRREL2 KLF13 KSR2 LAT LBX1 LCK LDLRAD3 LINC00482 LOXL4 LRRN2 LURAP1L MAP3K13 MARCHF5 MAST1 MID2 MINDY1 MIR9-1HG MUC15 MYBPH MYL6B MYLK NANOS1 NDST2 NDUFA4L2 NES NEUROG3 NPPA NXPH3 OBSCN OLFML1 OR10J1 ORAI3 PABPC5 PARP6 PCDH12 PCYT1B PDE3A PGF PHF23 PHLDB1 PICALM PITX3 PLXNB3 PPM1J PRICKLE1 PRKACA PRKCQ PROK2 PTCH2 PTK7 PTPN7 PTPRS RAB27A RAB30 RAB3A RAMP2 RASGEF1A RASGRF2 RASL10B RASL12 RBMS3 RGS7 RIPOR1 RPL23AP32 RPS6KB1 RTKN RUNX1 RUSC1-AS1 RXRG SCAMP5 SIX5 SLC25A35 SMARCA2 SORBS1 SOST SOX12 SPOCK2 SPTBN1 STARD13 STOML2 SUV39H2 SYTL1 SYTL2 SYVN1 TCF7 TEX35 TFAP4 TLNRD1 TMEM100 TMEM125 TMEM182 TMEM255A TMOD3 TMOD4 TNFSF4 TNNT2 TPM3 TRAF4 TRAPPC3 TRIM62 TRPC4 TRPV1 TXNDC12 UBALD2 UBTF VAMP3 VAT1 VGF VPS45 WDPCP WDTC1 WNT2B WNT4 WNT9A XCL2 XPNPEP1 ZBTB18 ZMIZ1 ZNF385A ZNF398 ZNF646 ZNF668 ZRANB1 ZSWIM8 AP4_Q6_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AP4_Q6_01 ABR ACTA1 ACTB ACVR1 ADGRL3 AGBL5 AICDA ALK ALPK2 ANK1 ANXA8 APOBEC2 ARHGEF2 ASB5 ATF7IP BACH1 BARX2 BCL2L2 BEST3 BNC2 BRD4 BRINP1 BTBD3 CADM2 CADPS CBFA2T3 CCDC177 CCDC191 CCL27 CCND2 CCNE2 CD72 CDC42SE1 CDH6 CDK5R2 CDKN1B CELF3 CHRD CHRNG CKM CLDN15 CLEC14A CLIP1 CLVS1 CNTN2 CREB3L1 CSF1R CSMD3 DALRD3 DCAF17 DES DLG2 DLL4 DMD DRP2 DVL3 E2F1 EFNA1 EIF4ENIF1 EPHB2 ERF ETV1 EYA1 FAM98A FGF12 FGF13 FGF17 FITM1 FNDC5 FRMPD1 GABPB2 GAS7 GFI1 GGNBP2 GIGYF2 GNB3 GOLPH3L GPR162 GPR37L1 GRIK3 GRIN2B GRIN2D GRK5 H2AC7 H2BC3 H3C3 H3C4 HES6 HID1 HJV HMGN2 HOOK1 HOXA3 HOXC12 HPCA HSD3B7 HSPB6 HYAL2 IGF1R IKZF2 ISL1 ITPR3 JPT1 KCNJ2 KCNMB3 KCNN2 KCNQ5 KCNS3 KDM2A KIRREL2 KLF13 KLHL40 KLK13 KNCN LGALS1 LINC01089 LNX1 LURAP1L MAP3K13 MASP1 MBNL2 MCAM MEF2D METTL8 MIR22HG MLIP MLLT11 MLYCD MOSPD1 MPPED2 MSS51 MYC MYCBP MYCN MYH3 MYLK MYO18A MYO7A MYPN NADK2 NAGLU NANOS1 NDNF NDST4 NDUFA4L2 NDUFAF3 NEURL1 NEXN-AS1 NHLH2 NOL4 NOSIP NOTCH1 NUMBL OR10J1 OR2L13 ORAI3 PAICS PAX1 PCBP4 PDGFB PLPP7 PNMA1 POLD4 PPAT PPP1R17 PPP3CA PPP3CB PREX2 PRKCB PRKCG PRMT6 PROSER3 PRRG2 PSD PSIP1 PTH1R PTPN7 QTRT2 RAB3A RAB5B RAPSN RASGEF1A RASL12 RBFOX1 RBMS3 RGS12 RGS8 RIN1 RNF121 RNF213 RORC RPA3 RSRC1 RTKN RTL9 RUFY1 RXRG S100A8 SEZ6 SH3BP1 SHOX2 SMARCA1 SORBS1 SOX12 SOX2 SPATS1 SPG21 SPOCK2 SPOP STIM1 STX17 SUMO2 SVIL SYNRG SYT6 SYTL2 TAFAZZIN TFAP4 TGFB3 TGIF1 THPO TMEM109 TMEM184A TMOD4 TNNC2 TNNI2 TNNT2 TPPP3 TRIM46 TRIM8 TRIT1 TRPC4 TUBA4A TUBA4B TUBB2B TUBB4A UBE2D3 USF1 USP54 VEGFA VWA5A WBP1L WDR81 WNT10A WNT2B WNT6 YTHDF2 YWHAZ ZMAT3 ZMIZ1 ZMYND8 ZNF385A ZNF593 ZNF646 ZNF668 ZRANB1 ZSWIM8 AREB6_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AREB6_01 ACAN ACSL4 ACTA1 ACTN3 ACVR2A ADAMTS19 ADAMTSL1 ADGRA2 AFF3 ALDH1A1 ANKHD1 ANKHD1-EIF4EBP3 ANKRD1 ARHGAP32 ARHGEF39 ARRDC3 BCL9L BHLHE41 BMF BRD2 BTG4 C1QA C6orf47 CABP7 CADM2 CAMKK1 CASK CCDC120 CCDC14 CCDC140 CDH13 CDK2AP2 CDKN1B CEL CELF1 CEMIP CHCHD7 CHRM1 CLDN5 CLDN7 CLHC1 CRB3 CREB5 CRELD1 CRTAM CSAD CSMD3 CTHRC1 CXXC5 CYP26B1 DCHS2 DDR1 DDX17 DIAPH1 DLL4 DNMT3A DSG3 EDC4 EGR4 EHF EIF5 EML3 ENHO ENOX1 EPB41 EPS8L1 ERLIN1 ESRP2 ETV3 ETV4 EVC2 FAM72A FBXO24 FBXW11 FGF17 FGF5 FKRP FLNB FNBP1L FOS FOXD3 FXYD3 G3BP2 GABARAP GAD1 GNAT1 GPR119 GRHL2 GRK6 GSDMA GSE1 H1-9P HCLS1 HCRTR1 HDAC9 HEPH HES7 HIF1A HNF1A HOATZ HOXB6 HOXD8 HPCAL4 HS6ST3 ID4 IFNK IFT52 IGF2BP1 IGFBP6 IGSF9B IL12B IL2 IL27 IL7 INPP5F IQGAP2 IRX4 ITGB3BP ITGB8 JADE2 JPT1 JUP KCND1 KCNH3 KCNH7 KIF12 KIR3DX1 KREMEN2 KRT8 LAMB3 LAMC2 LAMTOR1 LDB2 LIN28A LLGL2 LMNTD2 LNX2 LRCH4 LRFN4 LRP10 LRRFIP2 LSP1 LYG2 LYPD3 MANF MAP3K5 MAP7 MCAM MICAL2 MOV10 MPV17 NBEA NFIB NKX2-1 NKX6-1 NOL4 NOSIP NPAS2 NRP1 NRXN2 NRXN3 NTPCR NXPH4 OLFML2A OPHN1 OSR1 PAK6 PAQR9 PAX3 PAX7 PC PCDH7 PCDHGA5 PCGF1 PCP4 PDGFB PHF21B PLAG1 POLR1D PPARGC1A PROX1 PRRG2 PTCHD1 PURA PWWP3B PXN RABL6 RARA RASGRF2 RBMX2 REV3L RFFL RNF38 RPRD2 RPS27A RRAD RTN1 RUNX1T1 S100A14 S100A9 S1PR1 SAMD12 SAMD7 SCAND1 SECISBP2 SENP1 SFRP2 SHH SIPA1 SKIDA1 SLC16A6 SLC16A8 SLC26A10P SLC44A1 SLC4A11 SLC6A11 SLC7A11 SLITRK4 SMG1 SNX13 SOCS5 SOSTDC1 SOX10 SP6 SPACA6 SPDEF SRSF7 STK35 STRC STRN4 STX1A SYT3 TAFA1 TBC1D5 TDRD3 TEF TEX47 TFAP2A THRA TLK2 TMED1 TMEM125 TMEM139 TMEM151A TMEM191A TMEM38A TMEM62 TNFRSF13C TP63 TRIB1 TRPM7 TSPAN6 TSSK2 TTC39B TTLL6 TUBA4A TUBA4B UBE2D1 UBXN10 UMOD UNC45A USO1 USP2 VAT1 VWF WNT3A YARS1 ZBTB37 ZC3H10 ZIC1 ZIC4 ZNF296 ZNF593 ZNRF1 AREB6_02 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AREB6_02 ADAM11 ADGRG3 AFF3 AHI1 AMPD1 ANKHD1 ANKHD1-EIF4EBP3 APEH ARFIP2 ARHGAP44 ARMC8 ARMCX2 ATF2 AXIN2 BCL2L1 BCL6 BMF BZW2 C6orf62 CADM2 CAMKK1 CAVIN2 CCDC106 CCDC140 CDH13 CHRM1 CLDN7 CNOT9 COL11A2 COX6A2 CPNE1 CRAT CREBZF CSF3 CTCF CTPS2 CYSTM1 DCDC1 DCTN1 DDAH2 DDR1 DDX4 DENND4A DGKG DLG2 DLL4 DMD DMPK DNAJB5 DNAJC13 DNASE2B DNMT3A DOCK4 DRP2 DTNA EDEM3 EDN1 EFNA1 EGLN3 EHF EPN2 ERBB3 ERBB4 ETV3 EYA2 FADS3 FAM131A FAM78A FAM81A FBXL19-AS1 FBXO24 FDPS FLNB FNBP1L FOS FOXA1 FOXL2 FSHB GABRA3 GABRQ GADD45A GDNF GGN GJB1 GNA14 GNAT1 GPR158 GPR174 GPR87 GPRIN1 GPX1 GRID2 GRIK3 GRIK4 GUCY1B1 HES7 HMGCS1 HNF1B HNF4A HOXD3 HPSE2 HRH3 HYPK IGF1 IKZF2 IL13RA1 ING3 IP6K2 IRF2BPL IRX4 ITGA3 JADE1 KBTBD8 KCNG3 KCNH5 KCNIP4 KCNK16 KDM3B KHDRBS2 KIF13A LAMC2 LCP1 LGI2 LLGL2 LMNTD2 LMO2 LNX2 LPCAT3 LRCH4 LY6G6C MAP2K6 MAP3K5 MAP7 MAPK10 MTMR11 MTMR4 MUSK MYL3 MYO18A NBEA NECTIN4 NKX2-1 NOL4 NOVA1 NRF1 NRP2 NRXN3 NTF3 NYAP1 OCLN OMG OSR1 OTUD7B OTX1 PABPN1 PAX3 PCDH1 PCP4 PDE7A PGM2L1 PIK3R1 PISD PITX2 PLA2G4D PLAG1 POLR1D POU2AF1 POU3F4 POU4F1 PRDM1 PROX1 PRPH PTF1A PTPA RAB5B RBFOX2 RBM39 RFFL RGMA RIMS1 RNASE4 RO60 ROGDI RRAGC RTN1 RUNX1T1 S100A1 S100A14 S100A16 SAMD12 SCN5A SEMA3A SH2D6 SH3GL2 SH3RF1 SHH SIAE SLC12A6 SLC16A8 SLC23A3 SLC6A7 SLC6A9 SMG1 SOSTDC1 SOX10 SOX4 SPA17 SPEG SPPL3 SPTBN1 SRSF7 STAG1 SYT3 TAB2 TAGLN2 TBX19 TDRD3 TIMM10B TMEM139 TMEM150A TMEM151A TMEM62 TMEM88 TRIB1 TSPAN33 TSPAN8 TUBA1C TUBA4A TUBA4B TXNDC12 UBAP2L UBE2D1 UBE2E1 UBXN10 UCHL5 UNC45A USP1 USP2 USP37 USP48 VAT1 VGF VKORC1L1 WBP2 WDPCP WFIKKN2 WNT10B WNT6 WNT9A WT1 WT1-AS WWP2 YARS1 ZC3H10 ZFHX3 ZHX2 ZNF277 ZNF296 ZNF467 AREB6_03 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AREB6_03 ACTA1 ADAM12 ADGRG6 AHR AJUBA AKTIP ALX3 ANKRD13B AP1S2 APP ARFIP2 ARHGAP26 ARHGEF38 ARTN ASIC4 ATF6 ATXN1 BCL7A BICDL1 BRSK1 C12orf42 CACNB3 CAMTA2 CAVIN2 CBX8 CCDC78 CCKAR CCL20 CD2AP CDH3 CDK14 CEL CHAC1 CHRM1 CHRNB1 CIZ1 CRB3 CRELD1 CRMP1 CTNNBIP1 CTNND1 CUEDC1 CXCR4 CYRIA DDAH1 DENND4A DGKA DGKZ DIO2 DLG2 DMD DMXL1 DNAH17 DNMT3A DNMT3B DOC2A DOK7 DSCAM DSCAML1 DSG2 DST DSTN E2F1 EBF1 EHD1 ELL3 ELMO1 ENHO EPCAM ERBB3 ERP29 EXTL3 EYA1 FA2H FAF1 FAM117B FBXO24 FCMR FGF8 FGF9 FGR FITM1 FLNB FOXA1 FRMD5 FST FUT8 GHDC GLI1 GNA12 GNG8 GPD1 GRHL3 HCRTR1 HDAC3 HMCN1 HNF1B HNF4A HOXA11 HSP90B1 IGF2 IGF2-AS IKZF2 IL17C IL1RAPL1 IL4 IRF6 ITGA6 ITGB4 JAG1 JAKMIP1 JMJD1C KCNJ11 KCNK16 KHDRBS2 KIF1C KLHL1 KLHL23 KREMEN2 KRT8 L3MBTL2 LAMC2 LARP1B LARP4 LIMA1 LIMK2 LLGL2 LMNTD2 LMO3 LPAR1 LRCH4 LRP5 LRRC8D LRRN1 LSP1 LSR LYL1 MAB21L1 MACROH2A1 MAPK14 MARCKSL1 MED26 MEGF8 MEIS2 MID1IP1 MINK1 MLLT3 MMP16 MPC2 MRPL14 MRTFA MTUS1 MYH10 NAT8L NBEA NCOR1 NECTIN4 NFE2 NGF NGFR NHSL2 NKAIN4 NPEPPS NPNT NR4A2 NRF1 NTRK3 NUMBL OSR1 PAQR5 PARD6A PCYOX1L PDE11A PDE1C PDGFA PHACTR3 PHF1 PIM2 PLAGL2 PLCB2 PLEKHH3 PNCK PNKP PNOC POFUT1 POU4F1 POU4F2 PPM1J PPP1R14C PPP1R16B PPTC7 PRMT3 PRR15 PSD3 PYM1 RASSF7 RELL2 REM2 REPIN1 RGMA RHBDF2 RIMKLA RIPK4 RNF182 ROCK1 RPS6KB1 S1PR1 SCN3B SCNN1G SCUBE2 SEMA3F SEMA4G SERF2 SH2D3C SHKBP1 SIK2 SKAP1 SLC16A6 SLC24A3 SLC30A3 SLC44A1 SLC48A1 SLC7A11 SLC9A7 SMTN SNAP25 SPEG SRSF7 SSBP3 SSBP4 SSH3 SSX2IP STARD13 STRADB SYT2 SYVN1 TACC2 TEC TECTA TEX37 THRA TIMM10B TLNRD1 TLX2 TMEM116 TNNI1 TNNT3 TOX2 TRAK2 TSPAN2 TSPAN33 USP15 USP46 VAT1 VGLL4 VSX2 WDR5 WDR6 WWC2-AS2 YIPF6 ZEB1 ZNF462 ZNF503 ZNF710 AREB6_04 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AREB6_04 AGBL5 AKT2 ANKRD22 APOLD1 ARF6 ARMC8 ARPP19 ASPN ATOH8 ATP1B4 ATP8B3 BCL11A BCL9L BDNF BMF BMP4 BRMS1L C12orf4 CADM2 CCDC148 CCDC91 CCN2 CDC37L1 CDKN2C CHD6 CHST1 CIITA CLEC7A CLIC1 CLMP CMKLR1 COL8A1 COLCA1 CRYAB CWF19L2 CYTIP DCLK2 DDX17 DEF6 DENND2B DLG2 DMD DUSP6 EBF2 EDN1 EFNA1 EFNB2 EIF4G1 ELAVL4 ELOVL6 EML3 ERBB3 ERG ESPNL ESRRG FAM180A FAP FBLN5 FCHSD2 FES FEZF2 FGF13 FGF9 FLRT1 FOXA1 FOXA2 FOXN3 FOXP2 FSIP2 FUT8 FZD1 GABRQ GART GATA6 GEMIN4 GNB4 GOLM2 H1-2 H2AZ2 HEXIM2 HIP1R HIVEP3 HMGB1 HNF4A HNRNPUL1 HOXA11 HOXA2 HOXA6 HOXC10 HPCAL1 HR HSPB2 HTR2C IGF1R IL7R IRX5 ITGBL1 ITIH2 JADE2 JAKMIP2 JUNB KCNJ2 KCNK5 KDM3A KLF12 KLF5 KLF7 KLHL17 KMT2A KRT83 LAG3 LGI2 LINC00905 LINC01138 LINC02687 LMO4 LMOD1 LRRC8A LRRN3 LST1 LTA LTBP1 M6PR MAFB MAGOHB MAP1A MAPK3 ME1 MEIS2 MIDEAS MMRN1 MRPL51 MSH5 MXI1 NACA2 NACA4P NAV3 NDST4 NDUFA4L2 NEDD9 NEUROG1 NF1 NFATC4 NFIX NFKB1 NIPBL NMNAT2 NOC2L NOL4L NR6A1 NRK NUP98 NXF3 OLFML3 OMG OTP OTUD7B OTX2 OXSM PABPC5 PAN3 PATL1 PCBP4 PCDH7 PCF11 PCGF5 PCYT2 PDCD4 PDE3B PDZRN4 PHEX PIK3R3 PKP4 PLAGL2 PLEC POFUT1 POU4F1 PPP1R1B PPP1R9B PPP3CB PRDM1 PRKAG1 PSMA1 PTGR3 PURB PURG PXN RAB35 RACK1 RAD51AP1 RASGRF1 RFX5 RHBDL3 RNF24 ROM1 RORA RUBCNL SDK2 SEPTIN4 SERTAD4 SH2B3 SHC3 SKIDA1 SLA2 SLC25A23 SLC30A3 SLC44A1 SLC7A11 SLCO2A1 SLN SMARCA2 SNAP25 SON SOSTDC1 SOX10 SOX11 SOX4 SPART SRSF2 STAG2 STAT6 STX5 SWAP70 SYT16 TAFA1 TAGLN2 TCF4 TFAP2D TFCP2L1 TGIF1 TJP1 TMC5 TNFRSF17 TRAF3IP3 TRERF1 TRIM14 TRPS1 TSGA10 VAMP4 VAX1 VPS26A WBP2NL WDPCP WNT2 WNT2B WNT4 WRN XPO1 ZC3H11A ZEB2 ZNF436 ZNF503 ZNF521 ARGGGTTAA_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ARGGGTTAA_UNKNOWN ABI2 ACTR1A ARHGAP18 ATP1B1 ATXN1 AXL B3GNT7 BLVRB BMI1 BMP5 BRSK1 CCDC120 CCDC80 CD86 CDH5 CDK2AP1 CDKN2C CELSR3 COQ8B CORO2B CRABP2 CREB1 CRMP1 CSMD3 CYP26B1 DCDC1 DHRS3 DMPK DSTN DUSP10 ELOVL6 EPN3 ESR1 EXTL1 FGF16 FGF9 FLI1 FLNC GAS7 GLI1 GPR20 GRIK3 H2AX HADHA HADHB HAND1 HAS2 HES1 HIVEP1 HOXB6 HTN1 HYAL3 IL11 INSRR ISL1 ITPKC KCNF1 KCNJ8 KLF12 KLK13 KLK6 LAMA5 LHFPL1 LINC02875 MAF MIP MRPS18B MYL6B NAA80 NCDN NECTIN1 NECTIN2 NES NEUROD1 NHSL2 NLGN3 NTN5 NUMB PAMR1 PDGFB PEX13 PKP3 PLAGL2 PLEC PLEKHG6 PLEKHH3 POFUT1 PPP1R10 PUS10 RARG RGS6 RHEBL1 RPH3A RTKN RUNX1T1 S1PR1 SAMD3 SFRP1 SLC16A6 SLC24A4 SMAD6 SPDEF SPTBN4 SREBF2 SUFU SYT4 TCF7L2 TGFB1I1 TLK2 TMEM125 TNS1 TP63 TRPS1 TUBA4A TUBA4B VCAM1 WDR82 WFIKKN2 YWHAZ ZFHX3 ZNF532 ZNF827 ZNRF1 ARNT_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ARNT_01 AATF ABCA1 ADAMTS19 ADSS2 AGO2 AKAP10 AKAP12 ALDH6A1 AMDHD2 AMMECR1L AMPD2 ANKHD1 ANKHD1-EIF4EBP3 ANKRD12 AP1S2 ARF6 ARMCX3 ARMCX6 ARMT1 ARRDC3 ATF7IP ATP6V0B ATP6V1A ATP6V1C1 B3GALT6 B3GNT9 BATF3 BCL11B BDNF BEND4 BHLHE41 BMP2K BMP4 BOK BRD2 C15orf39 C1orf43 CA14 CACUL1 CARMIL3 CBX5 CCAR1 CCNYL1 CD164 CELSR3 CEP83 CHD4 CIPC CLN3 CNNM1 COMMD3 COMMD8 COPS7A CPEB4 CRY2 CSDE1 DCTN4 DDX3X DENND6A DERL3 DIP2B DNAAF6 DNAJB9 DNMT3A DNTTIP2 DSCAM DUSP7 DVL2 DYM EGLN2 EIF3A EIF4B EIF4E ELAVL3 EME1 EPB41L4B EPC1 ESRRA ETV1 ETV4 FGF14 FLT3 FLVCR2 FOXD3 FOXF2 FXYD6 GAPDH GATA4 GATA5 GK GTF2H1 HAPSTR1 HIRA HMGN2 HNRNPA1 HOXA1 HOXA11 HOXA7 HOXB4 HOXB5 HOXB7 HOXC11 HOXD10 HPS3 HPS5 HSPD1 IFRD2 IGF2BP1 IGSF22 IL15RA ILF3 ILF3-DT IRF9 JAG1 JPH1 KAT14 KAT6A KBTBD2 KCNH4 KDM6A KIAA0586 KLHL28 KMT2A LAMP1 LEF1 LTBR LZTS2 MANF MAP2K6 MAP7 MBNL1 MGME1 MICU1 MMP23A MMP23B MNT MRPL40 MTCH2 MTUS1 NAA50 NDUFA7 NEUROD1 NEUROD2 NEUROG2 NIT1 NKX2-2 NMNAT2 NPM1 NPTX1 NR1D1 NR5A1 NRIP3 NTN3 NUDC NUP62CL OBI1 ODC1 OGDHL PABPN1 PAICS PAK2 PAX6 PBRM1 PCDHA10 PCED1A PDGFB PDIA2 PER1 PHC3 PHF20 PICALM PLCG2 PLEKHA6 POGK PPAT PPP1R1B PPP1R3C PPRC1 PRDM4 PRPS1 PSME3 PSME3IP1 PTMA QTRT1 RAB3IL1 RALYL RBBP6 RCL1 RCOR2 REXO2 RHEBL1 RLF RMND1 RNF128 RNF44 RPA1 RPL13A RSPRY1 RTN4 SCRT2 SCYL1 SERBP1 SHMT1 SHOC1 SIGMAR1 SIRT1 SLC25A31 SLC35A5 SLC38A5 SLC39A11 SLCO1C1 SMYD4 SNAP25 SNX2 SNX5 SNX8 SPATA2L SPINK5 SPPL3 SRFBP1 STEEP1 STMN1 STX6 SYNCRIP SYNRG SYT3 SYT6 TAC1 TBC1D15 TBC1D5 TCEAL1 TCERG1 TEF TESK2 TFAP4 TGFB2 TIMM9 TMEM132E-DT TMEM59L TOGARAM1 TRIM27 TRMO TRPM7 TSKU TTLL11 TXLNG UBA1 UBALD1 UBE2B UBE4B UBR4 UBR5 UBXN1 UBXN10 UBXN6 URI1 UTP18 VARS2 VGF VLDLR VPS16 VPS37B WASHC4 XPO1 ZBTB10 ZCCHC7 ZFP91 ZFYVE26 ZNF565 ZNF593 ZNF711 ARNT_02 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ARNT_02 AATF ACAP3 ADAMTS3 ADISSP AFF4 AGRP AKAP1 ALDH6A1 ALG1 AMER1 ANAPC13 ANKHD1 ANKHD1-EIF4EBP3 ANKRD17 APEX1 ARMCX3 ARMCX6 ARPC5 ATF4 ATF7IP ATP6V1A ATP6V1C1 ATP6V1H ATP7A AVPI1 BAX BDNF BEX1 BEX3 BHLHE41 BLOC1S1 BRD2 C1orf43 CAMK2D CANX CATSPERD CBARP CBX5 CBX6 CCNYL1 CD164 CDK5R1 CDKN2C CEP63 CHRM1 CIART CLN3 CLTC CNNM1 CNPPD1 COMMD8 CPEB4 CPT1A CREBRF CSK CUL5 CUTA DCTN4 DEPDC7 DIP2B DLX2 DNAAF6 DSCAM EGLN2 EIF4B EIF4G1 ELAVL3 EME1 EN1 EPB41L4B EPC1 FABP3 FAM117A FAM13B FBXL19 FBXL19-AS1 FEN1 FLVCR2 FOXD3 FOXRED2 FXYD6 GAPDH GATA4 GET3 GET4 GGN GIGYF2 GLA GLYR1 GMFB GNAS GNB2 GPM6B GTF2H1 GYG1 H2AZ1 HAPSTR1 HEXA HIF1A HIRA HMGA1 HNRNPA1 HNRNPH2 HOXA1 HOXA7 HOXA9 HOXB5 HOXC5 HOXD10 HPS3 HPS5 HRH3 HSPBAP1 ICAM5 IFRD2 IGF2BP3 IGF2R INSM1 IRS4 JOSD1 KAT14 KAT5 KBTBD2 KCNE4 KLF11 LAMP1 LNPK LONP1 LRRC59 LTBR LZTS2 MAFF MANF MARCHF8 MFSD5 MICU1 MRPL27 MRPL40 MTCH2 NAA50 NCL NDUFA7 NEUROD2 NFATC3 NFX1 NOTCH1 NPTN NPTX1 NR1D1 NSD3 NUP62CL OBI1 OGDHL OLFM2 OSGEP PA2G4 PDCD6IP PES1 PIAS4 PICALM PKN1 POLR3C PPCS PRDM4 PRELID1 PRKCE PRKCG PRPS2 PRRC2C PSME3 PTPRF PURA RAB24 RAB30 RAB31 RABGAP1 RAD9A RALYL RAP1GAP RBBP4 RCOR2 REEP3 RETREG2 REV1 RFX4 RGL1 RNF115 RNF146 RNF44 RPS2 RPS28 RRAGB RRAGC RRP15 SAE1 SEC23IP SGK1 SHOC1 SIRT1 SLC26A10P SLC35A5 SLC36A1 SLC38A5 SLC38A7 SLC43A1 SLC49A4 SLCO1C1 SLCO5A1 SMNDC1 SNN SNTB2 SNX16 SNX2 SOCS2 SPG21 SPNS1 SPPL3 STMN1 STX6 SYNCRIP TADA1 TCEAL1 TCEAL3 TGIF2 THUMPD2 TIMM8A TMEM258 TOPORS TRAPPC8 TRIM3 TRIM55 TRPM7 TSSK3 TUBA4A TUBA4B TUG1 U2AF2 UBE2B UBE4B UBR4 UBR5 URI1 USP31 UTP18 VGF VLDLR VPS26A VPS37B WASHC4 YEATS2 ZBTB10 ZBTB40 ZBTB8OS ZFYVE26 ZIC1 ZMYND12 ARP1_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ARP1_01 A1CF ACKR3 ADGRA2 AGFG2 ALDOA AP1B1 APOM AQP7 ARHGEF15 ARL4C ARR3 ASB12 ATF7IP ATP2C1 AZIN1 B3GALT2 BAHD1 BMP5 C19orf73 C1QTNF5 C1QTNF7 C1orf116 C1orf21 CACNA1G CAMKV CASK CCDC6 CCN2 CDC37L1 CDK5R1 CDX1 CELF3 CFI CFL2 CHD2 CLDN15 COL16A1 CPNE1 CRYGC CTLA4 CYP2E1 DBP DLG2 DLX1 DLX5 DMD DNAJC5B E2F4 ELF4 EMP1 ENSA ESRRG EXOC3L1 FBXL20 FCHSD1 FCHSD2 FGF20 FOXP2 GATA1 GLI1 GPR3 HAPLN1 HEPACAM HOXA1 HOXA3 HOXD4 HPCA HSPB8 HTR1B IL11RA IL21 IRAK1 JADE1 JPH1 KIF13A KIRREL2 KLHL28 LINC01138 LTBP3 LYRM1 MAB21L2 MARCKSL1 MED8 MICU2 MIDEAS MIR22HG MIR9-1HG MLLT6 MMP28 MNAT1 MORF4 MRPS18B MVB12A MYL1 MYOCD NALF2 NDST2 NFE2 NFIX NKAIN3 NLK NR5A2 NR6A1 NXPH1 OMD OTX2 PARP16 PDGFB PDZRN4 PIK3CG PITPNC1 PKP3 PLK3 PMF1 POLD4 POMP POU3F4 PPFIA3 PPM1E PROP1 RALY RASIP1 RBBP6 RIN1 RIPOR2 RNF34 RRAGD RUNX1T1 RUNX3 SERPINC1 SIPA1 SKIL SLC12A5 SLC25A35 SLC7A8 SLITRK1 SLITRK6 SMARCC2 SORBS1 SPARC STAR SZT2 TGFB3 TGIF2 TMEM150A TMEM164 TMEM255A TMEM256 TMIGD1 TOGARAM1 TRAF4 TREML2 TRERF1 TRIM69 TSSK4 TXNDC12 WDR81 ZBTB20 ZFHX3 ZFX ZHX2 ZNF205 ZNF516-DT ZNF532 ZNF644 ZNF711 ZSWIM8 AR_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AR_01 ABTB2 ADAM7 ADNP AGRP AMPH ANGPTL2 APPBP2 ATP6V0A4 BARHL2 BCL6 BRINP1 C1orf43 C6orf136 C6orf62 CALCRL CBLB CCDC6 CD36 CDKN1A CEP57 CFAP65 CIART CLDN10 CSAD CYRIA DAB2IP DAGLA DSTN DTNB ECI1 ELL2 ETV5 EVA1C FAM107A FAM162A FAM76B FES FILIP1 FOXA3 FOXJ3 FXYD1 GNB1L GOT2 HMGN5 HNRNPD HOXC12 HPD ID2 IGSF21 IKZF2 IL16 IP6K2 IP6K3 ITGA7 ITPKB JAK2 KCNA5 KCNH2 KIF13A KLF15 KRT222 LARP4 LGI3 LIFR LINC00114 LINC00472 LINC00670 LINC01565 LRRC8A LUC7L LUC7L3 MKRN4P MPLKIP MT2A MXD4 NAT14 NAT8L NCDN NCKIPSD NDC1 NDST2 NOTCH4 NPHP4 OLFM1 PA2G4 PANK1 PCDH1 PDXK PER1 PER2 PHF21A PIM2 PITX3 PMP22 PPP3CB PRDM1 PRG4 PRMT6 PSMA6 PSME2 R3HDM2 RAB10 RBM15B RBM24 RBMS2 RELCH RTKN RTL10 RTL3 S1PR1 SCNN1A SDCBP2 SF3B1 SGK1 SIPA1 SIX1 SLC25A45 SLC29A2 SLC38A3 SLC43A1 SLC7A8 SLC9A5 SLITRK1 SMOX SNAP25 SNX1 SOX10 SPEG SPTBN1 SREK1 STIM1 STOML2 STX12 STX19 SUGCT SYMPK TGIF1 TMED9 TMEM161B TMEM52 TNRC6A TP53BP1 TRERF1 TRIM50 TRIM54 TRIM63 TSC22D3 TXNIP UBE2Z USP2 USP54 VGF WNT7A XK ZMYND8 ZNF513 ZNF532 ZNF654 ZNF800 AR_02 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AR_02 ADCY6 ADNP BCL6 CD52 CFAP65 CHCHD7 CIART DNAJB4 EPHA7 FGF17 FIGN GOT2 IKZF2 IL27 IP6K2 KCNJ1 KCTD4 LARP4 LINC00472 LOX NCDN PHC2 PHF21A PLAG1 PPP1CC RBM24 RELCH RWDD1 SCNN1A SLAIN1 SLC7A8 SMOX SPTBN1 SREK1 TIMM8A TNS2 TRIM63 TXNIP WT1-AS ZMYND8 AR_03 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AR_03 ADCY6 ADGRB3 ADNP AMY2A BCL6 BDNF C9orf131 CCDC6 CIART CPEB4 CXCL14 DLX3 DNAJB4 ELAVL4 EPG5 FSTL5 GSDMA HEPACAM2 IKZF2 IP6K2 ITGA6 JPH1 KCNH5 KCNJ1 KHDRBS1 KLHL5 LARP4 MAP4K5 NCDN NLK NRGN NSD1 OTP PHF21A PYGM RAB1B RANBP9 RBM24 RCN1 RELCH RERE RTL3 SCNN1A SDC1 SLAIN1 SLC7A8 SLC9A1 SMOX SMYD5 SREK1 SYNCRIP TNS2 TRIM63 USP54 UVRAG WNT9A ZNF654 ZP3 AR_Q2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AR_Q2 ABCG2 ADAM7 ADCYAP1 ADNP AGER AMMECR1 AMY2A ANKS1A APOLD1 APPBP2 ARMC5 BARHL2 BDNF C2CD2L CA11 CAPNS2 CD36 CDC42EP3 CLDN17 CPEB4 CYLD DAB2 DACH1 DLX3 DMD ECI1 EIF4EBP1 EIF4ENIF1 ENKD1 ERGIC1 ETV6 FEZF2 FGF14 FGF23 FIP1L1 FOXA1 FOXP2 GANC GJB1 GRHL2 GRWD1 GSDMA GSK3B GSX1 HAPLN1 HECTD4 HIVEP1 HNRNPUL1 HOXA3 HOXB6 HOXC4 HOXC6 IKZF2 IL16 INHBA ITGA6 KCNA5 KCNJ1 KCNK10 KCNK12 KCTD15 KLF15 LARP4 LINC00114 LINC00472 LRP1 LSM14B LUC7L LUC7L3 MAP1B MAP4K5 MCMBP MSTN NCDN NDP NFE2 NPHP4 OTP PAX3 PAX9 PFKFB4 PHOX2B PIEZO2 PLEKHA6 PPARGC1A PPP1R2B PPP2R1B PSME2 RAB11A RARB RBM3 RBMS1 RELCH RERE RIMS2 RREB1 RWDD1 SDCBP2 SEC16B SEMA4C SESN3 SFXN5 SIX3 SKIL SLC12A8 SLC18A1 SNAP25 SREK1 STRIP1 SYNCRIP TFAP2D TLE3 TMEM86A TNS2 TRAF6 TRIP11 TSC22D3 TSHZ3 USP54 VCPIP1 WDR47 WNT3 WNT9A YTHDF3 ZHX2 ZNF423 AR_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AR_Q6 ACKR3 ACSM3 ACTR3 AKNAD1 ANGPT1 ANGPTL2 ANKRD2 ANKRD54 ANKRD55 AP2B1 ARHGAP26 ARHGAP30 ATRNL1 BCL2L1 BEST3 BHLHE22 BMP7 BNC2 BTK C1orf210 C2CD4A CAMSAP1 CAPRIN1 CASK CCDC191 CD34 CITED1 CLEC3A CNTLN CORO2A CORO6 CPSF7 CRY1 CSMD3 DCAF6 DCDC1 DDX17 DENND2D DERL3 DHX40 DLL4 DMD DNAJC7 DRC3 DST DYRK2 ELAVL2 ELMO1 EPB41L4B EPHA2 EPHA7 EPN1 FA2H FAAP100 FAM180A FAM217B FBRS FGA FOXP2 FRMD5 FST GAP43 GARIN1B GDAP1L1 GJD2 GJD4 GK GNL3LP1 GOLGA2P5 GPRC6A GRIA3 GSR GZF1 H2AJ H2AZ1 HCN4 HDAC9 HECTD4 HOXA2 HOXA3 HOXC6 HOXD3 HSD17B2 HTR4 ID1 IGSF22 IKZF2 IL2RA INO80 IP6K2 ITGB8 JUP KCNJ2 KCNMB1 KLHL10 KLHL3 KMT2D KRIT1 KRTAP8-1 LDB2 LDHAL6B LHFPL1 LHX5 LIF LIPT2-AS1 LLGL2 LMO1 LMOD1 LRRK1 LRRN2 LUC7L3 LUZP1 MANF MAP2K5 MAP4 MAPK3 MAPKAPK5 MAPKAPK5-AS1 MBNL1 MEF2C MID1 MLX MST1R MSTN MTF1 MTRF1L MYLK NBEA NDST2 NEO1 NKIRAS2 NKX2-2 NNAT NOC3L NOL4L NPM3 NR2F1 NR6A1 NRG2 NRXN3 NT5C3B OLA1 ORC1 PBRM1 PCDH9 PCF11 PCGF1 PDIA5 PDYN PDZD7 PHOX2B PIGV PITX2 PLA2G2F PMEL POU2F3 PPARGC1A PPP1R3D PPP2R2B PRKAG1 PRM1 PRPF38A PRPF38B PRR35 PTCH1 PTGER2 PUM2 PURA PYGO2 QTRT2 RABL6 RAPGEF6 RBBP6 RBFOX1 RBM24 RHEB RIMOC1 RINT1 RPA3 RPL28 RPRM RUSC1-AS1 S100PBP SARNP SCN3B SDHAF2 SEM1 SESN3 SEZ6 SGK2 SH2D3C SH3BGRL SHH SIK3 SIN3A SKP2 SLC12A1 SLC13A1 SLC22A17 SLC22A2 SLC22A6 SLC25A12 SLC25A25 SLC30A2 SLC9A9 SMAD1 SMOC1 SNX2 SORBS2 SOS2 SOX14 SPATA2 SREK1 SRPK1 SRSF8 SULT2A1 SUMO4 SUPT16H SYNCRIP SYNRG TBL1X TEK TFDP2 TGM5 THG1L TIAL1 TLK1 TM9SF2 TMBIM6 TMEM196 TMEM37 TMEM62 TNFSF12 TNFSF12-TNFSF13 TNNI1 TNRC6A TOM1L2 TPM3 TSPAN5 TSPYL2 UBALD2 UBE2D3 UBR5 UFC1 UGGT1 USP54 VAX1 VPS45 WDFY3 WFIKKN2 YAP1 ZBTB47 ZFYVE26 ZNF217 ZNF513 ZNF516-DT ZNF541 ZNF575 ZNF654 ATCMNTCCGY_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ATCMNTCCGY_UNKNOWN AP1G1 ATAD2 ATF4 ATF5 CALM1 CALM2 CCDC88A CCNG2 CFAP20 CLTC COL4A5 COL4A6 CYP51A1 DNAI4 FBXO36 FOXJ3 GABPB2 GIPC1 GNB2 GPRASP1 GPRASP2 GSK3B HEXIM2 HIVEP3 HOXA9 HOXD8 HSP90AB1 HTN1 IL4I1 KDM3A KDM5A KDM5C MAML3 MBD6 MIER1 NOTCH1 NUP62 PAX6 POGZ PPP1CC RBL1 SNRNP70 SRSF7 STK35 TCF12 TSC1 UBC UBE2B UBE2D2 UBE2D3 USPL1 VSTM2L WBP2 ATF1_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ATF1_Q6 ADAMTS3 ADARB2 AFF2 AFF4 AKIRIN1 ANGPT1 AQP7 AREG ARG2 ASPHD1 ATL2 ATP6V0C BABAM2 BNIP3L BSND C10orf82 C11orf87 C1orf35 CACNA1G CALD1 CBX8 CCN4 CCND1 CCNI CD2AP CD37 CDC42 CDX2 CDX4 CENPE CFL2 CHGB CHMP1B CLDN7 CNN3 COL1A1 COPB1 COQ10A CORO6 CPNE1 CREB3L2 CREM CSF2 CSF3 CTC1 CUTA CYLD DAAM2 DDIT3 DGUOK DLG2 DNTTIP1 DOK1 DUSP3 DYRK3 EEF2 EHD1 EIF4A1 EIF4A2 ELL2 ELOVL5 ERC1 ERF ESRRG FAM131A FAM78A FBXO33 FBXW11 FGF6 FLT1 FOS FOSB FOXD3 FOXP1 GABRG2 GDNF GEM GK GLI1 GNB4 GPM6B GSE1 HABP4 HAND1 HAS1 HHIP HOXA4 HOXB1 HOXB9 HOXC10 HS3ST2 HS3ST3A1 HSD11B1 HSP90AB1 HTR2C ID1 IGFLR1 IKBKB IRF2BPL IRX4 IRX6 ISL1 ITK IVNS1ABP JUND KCNA5 KCNA6 KCNIP2 KCNMB3 KCTD8 KLF9 KLHL22 KRT33A LAYN LDHA LHX1 LMCD1 LMO4 LOXL3 MAF MAFF MAGED2 MAP1LC3A MAPK10 MBD6 MBNL2 MCAM MLLT6 MROH5 NANS NCALD NDP NEDD1 NEUROD6 NFIL3 NOL4 NOVA1 NOVA2 NR2E1 NR6A1 NRF1 NRXN1 NTRK2 OGDH OSBPL9 OSR1 PAFAH1B1 PAK1 PARD6A PAX1 PCK1 PCSK1 PDE1A PDE4D PDGFA PDP1 PDZD8 PER1 PFAS PLEKHA1 PPARD PPARGC1B PPM1J PPP2R5C PRDM12 PSENEN PTPRU RAB25 RAI1 RBKS RET RNF148 RNF44 RNPS1 RPL23A RPL4 RRM2B RUNDC3A SCAMP5 SCG2 SCP2D1 SDHB SEC23A SIDT2 SIK1 SIK2 SLC18A2 SLC38A1 SMAD6 SNAP25 SOX11 SPATA18 SPATA20 SPATA32 SPATC1 SPRED2 SRRM4 SRSF6 SST ST20-AS1 STAT6 STC2 SULT4A1 SUMO4 SUV39H2 SYT13 TAMALIN TAOK2 TBC1D23 TFE3 TGIF2 TH THRA TMEM147 TMEM263 TMEM86A TNFRSF12A TOP1 TPM4 TRIB1 TRIM39 TSC22D2 TSC22D3 TSPYL5 U2AF1L4 UBE2H UCN USP48 VGF VIP WFDC3 YEATS2 YPEL4 YWHAZ ZBTB18 ZFAND5 ZWILCH ATF3_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ATF3_Q6 ABCE1 ABHD16A ABLIM2 ABR ACSBG2 ADAM11 ADAP1 ADARB2 ADCY8 ADRA1B AGPAT4 AHI1 AKAP3 AKIRIN1 ANAPC10 AREG ARID4B ASB17 ATF3 ATG5 ATP6V0C BABAM2 BARHL1 BCL6 BNIP3L BRAF BRSK1 BSDC1 C11orf87 CACNA1G CBX8 CCDC148 CCIN CCN4 CCNA2 CCND1 CCNI CD2AP CD37 CDC20B CDC42 CDKN1A CDX4 CFL2 CHGB CHPF CLCN5 CLDN6 CLSTN3 CMSS1 CNN3 CORO6 CREB5 CREM CRH CTC1 CYLD CYSTM1 DAAM1 DAAM2 DCTN1 DDX51 DES DHX36 DMP1 DNAI1 DNAJB5 DNAJC1 DOK1 DUSP1 DUSP10 DUSP3 EEF2 EHD1 EIF1 ELOVL5 EPHA2 FAM131A FAM174A FAM219A FAM78A FAM81B FAXC FBXW11 FLRT3 FOSB FOXD3 FOXRED1 GARIN1B GDNF GEM GGPS1 GLYR1 GNL1 GPBP1 GPM6B GPR162 GPR3 GPR42 GSE1 HAS1 HAUS2 HERC1 HHIP HID1 HMGB4 HOXC10 HS3ST2 HS6ST2 HSD11B1 HSP90AB1 ICA1 IGF1 IKBKB IL11 IL21R ILRUN ING4 INSM1 IRF2BPL IRX4 IRX6 ISL1 JUN JUND KCNN2 KLF13 KLF9 KMT2E LDHA LGR5 LMO3 LMO4 MAFF MAP1B MAP1LC3A MAP3K13 MAPRE1 MBNL1 MBNL2 MCAM MITF MXD1 MXRA8 MYL6 NCDN NDEL1 NDST4 NFATC1 NOL4 NPPC NR2E1 NSD3 NUP214 ODF3L1 OLFML2A OLIG2 ORAI1 OSR1 PACRGL PAFAH1B1 PAK3 PAK6 PBXIP1 PDP1 PER1 PFAS PHACTR3 PHOX2B PITPNA PITPNC1 PKP4 PLCD3 PLEKHA1 PNMA3 PNMA6A PNRC1 PPARGC1A PPFIBP1 PPM1A PPP1R15A PPP2R2A PPP2R5B PRR3 PTPRU RAB25 RAI1 RBKS RCE1 RFX1 RING1 RNF166 RNF44 RPL4 RPRD1A RPS29 RUNDC3A RUSC1 RUSC1-AS1 SCG2 SCN3B SGIP1 SIK1 SLC18A2 SLC44A4 SLN SORT1 SPEG SPI1 SRPRA SST ST20-AS1 STARD13 STRIP1 SULT4A1 SUV39H2 TAOK2 TBC1D32 THOC1 TIPRL TJP1 TMEM147 TMEM270 TMEM39A TNFRSF12A TNFRSF19 TNFRSF21 TOP1 TP53TG5 TRAF4 TRIB1 TRIM39 TRIM8 TSPAN7 TUBB2B UBE2B UBE2H UBQLN3 UCN VIP VPS37B WFDC3 WNT4 YME1L1 YWHAZ ZDHHC8 ZFAND5 ZFP36L1 ZNF184 ZNF367 ZNF593 ZSWIM8 ZWILCH ATF4_Q2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ATF4_Q2 ABCA2 ABCD1 ABHD11 ADAP1 ADGRG1 ADISSP AHI1 AHR AKIRIN1 ALDOA ALKBH5 AMMECR1L ANKS1A AP2M1 ARG2 ATF1 ATG5 BAHD1 BAZ2A BICDL1 BMF BRAF BSN BUD31 C11orf87 CAPN12 CAPN6 CBX3 CDC14B CDC5L CDH23 CDK5R1 CENPE CHAC1 CHD2 CIRBP CLC CLSTN3 CMSS1 CNBP COQ8B CPT1B CTC1 CTCF CXCL16 CYP24A1 DAAM2 DCTN1 DDX3X DDX51 DERL1 DHX36 DUSP1 ECM1 EIF4G1 ELOVL5 EML3 ENO1 EPHA2 F2RL2 FAM131A FAM167A FGF14 FLNC FOS FOSB FOXD3 FYTTD1 GABRA1 GEM GGN GJD2 GNAS GNL1 GPM6B GRM3 GSK3B GTF2A1 HCST HHEX HNRNPA2B1 HNRNPAB HOXC10 HP1BP3 HS3ST2 ICA1 ID1 IKBKB IRF2BPL IRX6 ITM2B ITPKC JAG1 JOSD1 JPT1 KAT5 KCNJ2 KCNN2 KDM3A KIF7 KIF9 KLF13 KLHL18 KRT36 LAMC2 LEPROTL1 LINC02908 LMO4 LMTK2 LPP LRRN4CL LTBP1 MACO1 MAF MAOA MAP1LC3A MAP3K13 MARCHF6 MBNL2 MIR9-1HG MPP2 MRGPRF MRPS18B MRRF MSX2 MTF1 MYBPH MYRF NDRG2 NDUFA10 NF1 NFKBID NKX2-1 NOC4L NOL4 NPTX1 NR2E1 NR4A2 NR4A3 NRIP3 NRXN2 NUP42 NUP98 OGDH PABPC1 PAFAH1B1 PAH PAK1 PAK3 PAK6 PAX3 PCDH9 PDAP1 PDE4D PDP1 PENK PEX12 PHACTR3 PHF8 PITX2 PKIA PLEKHH3 PLSCR3 PNMA3 PNMA6A PNPLA3 PNRC1 POLR3E PPP1R10 PPP1R15A PPP2R5B PRICKLE1 PRR3 PRR7 PRRC2C PSD PSMD12 PSMD4 PSMD7 PSME4 PTGES3 PTPRU RAB25 RAB7A RAI1 RASGEF1A RBBP8 RBM18 RBP5 RELB RFX5 RIPOR1 RNF44 ROM1 RPS6KA4 S1PR2 SCAMP5 SDHB SELENOM SGK1 SIDT2 SIK1 SIK2 SKIDA1 SLC18A2 SLC35F5 SLC38A2 SLC49A4 SMAD1 SMARCA1 SMARCAD1 SMARCB1 SNRNP40 SORBS1 SREBF2 SRSF1 ST8SIA5 STIM1 SULT4A1 SV2B SYNGR3 SYT2 TAB2 TAF11 TAFA1 TBC1D32 TDG TEX14 THADA TIPRL TLNRD1 TMEM39A TMEM54 TMEM86A TNXB TPM4 TRIB1 TRIM39 TSC22D2 TSC22D3 TUG1 UBE2H UBQLN2 USP14 USP2 USP48 VPS37B XIRP1 XPO1 XPOT YJU2B ZBTB20 ZFAND5 ZFYVE27 ZHX2 ZMYND15 ZNF423 ZNF516-DT ZNF687 ZNF711 ZZEF1 ATF6_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ATF6_01 ADAMTS3 ALKBH5 AMER2 ARF4 ARMCX2 ASPHD1 BRD2 C1QTNF7 COPB1 COQ10A CREM DENND5A DHX40 DLST DNAJB2 DUSP4 EGR1 EGR2 EGR3 EIF4A1 ELF1 EMSY ERC1 ERF ETV6 FLNC GBF1 GCC1 GDNF GFRA1 GNG4 GOLGB1 GPBP1 GRB2 GRIA3 GRIN2B GSC HCRTR2 HOXB9 ICA1 IL1RAPL1 IRX3 JOSD1 JUND KCNA6 KDELR1 KDELR2 KDELR3 KLF13 KLF9 KLHL22 LENG9 LHX1 LHX5 LMBRD1 LMO4 LMX1B LRRC59 MADD MRPS18B NANS NKX2-2 NOL4 NPAS4 NPTX1 NR4A1 NTRK2 OSBP PAMR1 PAX1 PER1 PHC1 PITX2 PLPP5 PPP1R10 PRDM12 PTOV1 RAB2A RFTN2 RORC SCYL1 SEC23A SEC24D SEC62 SEMA3B SH2D2A SIK2 SLC22A17 SLC30A5 SLC35E1 SLC39A13 SLC39A5 SMIM14 SP1 SPATA18 SRP19 SRSF1 STAG1 STAT3 STX5 SYNCRIP SYT11 TAOK2 TBC1D23 TBX20 TFE3 TLE3 TMEM125 TMEM263 TNKS2 TOP1 TPM4 TPT1 TRIM39 TRPC1 TSPAN13 TWIST1 TYRO3 USP2 VCP WFIKKN2 XPNPEP1 YPEL4 ZFAND5 ZFHX3 ZFY ATF_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ATF_01 AAMP ADCY8 ADCYAP1 AGPAT4 AKIRIN1 AMER2 AMOTL1 APH1A ASPHD1 ATF3 ATG5 ATP6V0C BABAM2 BNIP3L C11orf87 C1orf21 CALD1 CBX8 CCN1 CCNA2 CD2AP CDC42 CDK2 CDX4 CEP57 CHGB CHMP4B CHPF CLCN3 CLDN3 CLDN6 CLDN7 CLSTN3 CMSS1 CNTROB CPNE4 CTC1 CYLD CYSTM1 DAAM2 DCTN1 DDX19A DDX51 DHX36 DNAJB11 DNAJB2 DRD4 DUSP1 DUSP4 EGR2 EGR3 EGR4 EIF1 ELAVL1 ELOVL5 EPHA2 ERF ERG28 ETF1 EVX1 FAM131A FAM174A FAM76B FGF6 FGF9 FLNC FOS FOSB FOXD3 FOXRED1 FSTL5 GAK GART GEM GK GLYR1 GNB4 GNG4 GNL1 GOLGA2 GOLGB1 GPBP1 GPM6B GPR3 GRM3 GRP GTF2A1 GTF2F1 H4C5 HDLBP HHIP HID1 HOXC10 HOXD8 HS3ST2 HS3ST3A1 ICA1 IDH3G IKBKB ING3 INTS7 IPO11 IRF2BPL IRX3 IRX6 ISCU ITFG2 JOSD1 JUND KAT5 KCNN2 KDELR3 KRTCAP2 LCMT1 LDAH LDHA LGR5 LHX1 LINC00649 LMO4 LMTK2 LRP1 LRRTM1 LUC7L2 MAFF MAP1LC3A MAP3K13 MAPK10 MARCKS MBNL1 MBNL2 MCAM MMGT1 MYL6 NCALD NDEL1 NEDD1 NEUROD6 NF1 NFATC1 NFIL3 NINJ1 NKX2-2 NOL4 NPTX1 NR4A2 NSD3 NUBPL NUP214 NUP42 OGDH OSR1 PAFAH1B1 PAK1 PAMR1 PCDH9 PDLIM3 PDXDC1 PEG3 PER1 PFAS PHACTR3 PMEL PNKD PNMA3 PNMA6A PNPLA3 PNRC1 PPARGC1A PPARGC1B PPM1A PPP1R15A PRELID1 PRNP PRR3 PTPRU RAB24 RAB3A RANBP6 RAPGEFL1 RCAN1 RCE1 RFX1 RHOBTB1 RING1 RNF166 RNF44 RPL34 RPL34-DT RPRD1A RPS29 RUNDC3A RUSC1-AS1 SCG2 SEC61A1 SEC62 SGIP1 SGK1 SH2D2A SIDT2 SIK1 SIK2 SLC18A2 SLC25A25 SLC35F5 SLC39A5 SLC44A4 SLC5A7 SLC7A3 SND1 SON SPAG9 SPRED2 SRGN SRP54 SRPRA SRSF1 SSR4 SST SSTR2 ST13 STAMBP SULT4A1 TACR1 TAF2 TAOK2 TBC1D32 TBX5 TERF2 TGIF2 TH TIPRL TLE3 TMEM147 TMEM175 TMEM39A TMEM59L TOP1 TPM4 TRA2B TRAPPC10 TRIB1 TRIM39 TRIM46 TSC22D2 TSPAN7 TTC16 UBA6 UBE2B UCN UFC1 USP48 VIP WFDC3 XPNPEP1 XPNPEP3 YME1L1 ZBTB21 ZFAND5 ZFHX3 ZFY ZIM2 ZNF184 ZNF367 ZNF516-DT ZNF576 ZZEF1 ATF_B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ATF_B ABCE1 ABHD16A ADAP1 ADCY8 AFF4 AGPAT4 AHI1 AKIRIN1 ANAPC10 APPBP2 AREG ASPHD1 ATG5 ATL2 ATP6V0C AVPI1 BABAM2 C11orf87 C1orf35 CALM2 CAMK2D CBX8 CCDC148 CCN4 CCNA2 CD2AP CDK2AP2 CDX4 CHGB CHMP1B CLDN6 CLSTN3 CMSS1 CNTROB CREM CRH CTC1 CYLD CYSTM1 DAAM2 DCTN1 DDX19A DEPDC4 DIO2 DNTTIP1 DUSP1 EEF2 ELAVL1 ELOVL5 EPB41 EPHA2 FAM131A FAM174A FGF6 FLT1 FOS FOSB FOXD3 GEM GNB4 GNL1 GPBP1 GPM6B GPR3 GRP GTF3C1 HAS1 HHIP HOXC10 HOXD8 HS3ST2 HS3ST3A1 HSP90AB1 ID1 IFT20 IKBKB ING4 IRF2BPL IRX4 IRX6 JUND KCNF1 KCTD8 LDHA LGR5 LMCD1 LTBP1 MAFF MAP1LC3A MAP3K13 MAPK10 MBNL1 MBNL2 MCAM MITF MYL6 NCALD NDUFB2 NEK1 NEUROD6 NOL4 NR2E1 NUBPL NUP42 OGDH OSBPL9 OSR1 PACRGL PAFAH1B1 PAK1 PAK3 PARD6A PDLIM3 PDP1 PEG3 PER1 PFAS PHACTR3 PITX2 PKP4 PLCD3 PNMA3 PNMA6A PNRC1 PPARGC1A PPM1A PPP1R15A PPP2R2A PRELID1 PRR3 PTPRU RAB24 RAB25 RAD51C RAI1 RBKS RBP5 RCAN1 RCE1 RING1 RIPOR1 RNF44 RNF7 RPRD1A RUNDC3A RUSC1 RUSC1-AS1 SCAMP5 SCG2 SEMA4C SGIP1 SIDT2 SIK1 SLC18A2 SLC25A25 SNAP25 SPAG9 SPRED2 SRRM4 SST SULT4A1 SUV39H2 TACR1 TAOK2 TEX14 TH THADA TIPRL TMEM39A TMEM59L TNFAIP1 TRAF4 TRAP1 TRAPPC1 TSC22D2 TSPAN7 UBE2B UBE2H UCN VGF VIP VPS37B WFDC3 YTHDC2 YWHAZ ZBTB11 ZFAND2B ZIM2 ZNF367 ZNF576 ZNF593 ATGGYGGA_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ATGGYGGA_UNKNOWN ADGRL3 APBB3 ARIH1 ARMCX6 ATG101 ATP1A3 BCL11B BDNF BRCA1 C19orf48P C1orf43 CACNA2D2 CAMSAP1 CBX6 CCNA2 CD3E CGGBP1 CLTC COG4 CRKL CSNK1A1 DLG3 DOCK5 E4F1 EFNB3 ELMOD1 EPC1 EPC2 EXOC6 EXT1 FASTK FBXL9P FGD4 FOXA3 GABPB2 GARNL3 GLA GNAO1 HNRNPH2 HOXA3 KCNK18 KDM3A KIF9 KLHL18 KPNA6 LIN54 LRRC36 MAP2 MDH1 MRPS18B MTFP1 NAA15 NBEA NBR2 NDST2 NHLH2 NONO NUFIP2 OTUD7B OTX2 PAN2 PBX1 PHC3 PIAS3 POU2F1 PPP1R10 PPP1R21 PPP3CB PPP4R3A PPP4R3B PRPS1 PTBP1 PURA RALGAPA1P1 RBBP6 RGS17 SF3B3 SFPQ SH3KBP1 SLAIN1 SLC20A1 SLC35A4 SPRED1 STAG2 SWSAP1 SYMPK TBC1D16 THAP1 TMEM187 TMEM208 TMEM222 TRA2B TSHZ2 TSSK3 TUBA1A UBALD1 VASP WASF2 WDR33 WDR53 XIAP YTHDF3 YWHAZ ZMYM2 ZNF711 BACH1_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BACH1_01 ABCA2 ABCD1 ABHD4 ABI3 ACADVL ACP3 ADAMTSL1 ADGRG1 ADGRG4 ADRA1A AIF1L AKAP1 AKT3 ALDOA ANKRD28 AP2A2 APOBEC1 ATP1B1 BAG2 BBLN BCL9L BDKRB1 BICDL1 BMP2 BNIP3 BRD2 BTK C19orf33 CA7 CAB39 CACUL1 CAMKK1 CAPN12 CAPN6 CDH23 CDKN1A CFL2 CHMP4B CHST1 CIDEC CLRN1 COL7A1 COQ8B CSF3 CSMD3 CSRNP1 CSTPP1 CTNNAL1 CYTOR DCTN2 DDIT3 DENND1B DIAPH1 DIRAS1 DLG4 DNAJC5B DSC2 DYNC1H1 DYRK1A DYSF ECM1 EEF1A1 EEF1A2 EIF3J EIF4E EIF4G1 ELAVL2 ELK3 ELL EML3 EMP3 EN1 ENO1 ENO2 EPHB2 F2RL2 FABP4 FADS3 FAM180A FAM184A FAM81A FAP FGF12 FOXA1 FOXN1 GABARAPL1 GAPDH GDNF GFAP GIGYF2 GIT1 GKN1 GNAI1 GNGT2 GPR3 GPX1 GRIA1 GSE1 GTF2B GTPBP2 H3-3B HBEGF HCN3 HDAC3 HMGA1 HOXB3 HS3ST3B1 HSPB8 IL11 IL1RN ITGB4 ITPKC KBTBD8 KCNA2 KLHL41 KRT16 KRT19 KRT25 KRT8 LAMA3 LAMB3 LAMC1 LAMC2 LINC00649 LINC02694 LINC02908 LMNA LONRF3 LPP LRRC15 LRRC8E LRRTM3 LTB4R2 LUC7L LY6G6C MAMDC2 MAP2 MARK1 MAST2 MECP2 MIDEAS MMP1 MMP3 MNT MPV17 MRGPRF MYB MYBPH MYH14 NCDN NDRG2 NEK6 NLK NR1D1 NR1I3 NRAS NTN4 NUAK1 OR2F1 OSBP P2RX6 PADI3 PADI4 PCDH17 PCYT2 PDZD9 PHF23 PHLDA2 PIM1 PKP3 PLEC PPP1R15A PPP1R9B PPP2CA PROK2 PRSS36 PRX PSMD11 PSMD12 PSMD4 PSMD7 PSME4 PTPRR RAB30 RAB34 RAB3D RAP1GAP2 RB1CC1 RBBP7 RELL2 REXO2 RGS2 RGS8 RIN1 RIPK4 RNF144B RNF182 ROM1 RPL23A RPS20 RPS6KA4 RTL9 RTN4 RUNDC3A S100A10 S1PR2 SCRN1 SEC24D SERTAD1 SGK1 SH3RF2 SHC3 SKIDA1 SLC24A4 SLC26A1 SLC26A9 SLC4A11 SLC6A5 SNCB SNPH SPARC SQSTM1 SRPK2 SRSF2 SSH2 STRADB SYN1 SYNGR1 SYP SYT2 TAC1 TAGLN2 TFE3 TGM3 TIAL1 TLL1 TMEM151A TNFRSF12A TNIP3 TNRC6A TNXB TPP1 TRAF3 TRAK2 TRAPPC3 TREX1 TRIB1 TRIM47 TRIM8 TSR1 TUBB4A UBE2C UBE2E3 UCN2 VIT VWA7 WASF2 YIF1A YPEL5 ZFAND5 ZNF436 ZNF771 ZNF827 BACH2_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BACH2_01 ABCD1 ABCF3 ABI3 ABTB3 ACADVL ACP3 ADGRG1 ADRA1A AKAP1 AKT3 ALDOA APOBEC1 ARIH1 ASS1 ATF4 BACH1 BAZ2A BCL9L BDKRB1 BICDL1 BLMH BMP2 BRD2 C1orf220 CA7 CA9 CAB39 CALB2 CAMKK1 CAPN12 CAPN6 CAPNS1 CCDC120 CCL27 CDH23 CDK6 CDKN1A CHMP4B CHST1 CHST4 CIDEC CILK1 CLC CLDN16 CLIC1 CLRN1 CMAS COL27A1 COL5A3 COL7A1 COQ8B CPA6 CRACDL CRYBA2 CSF3 CSMD3 CSRNP1 CTNNAL1 CYTOR DCLK1 DDIT3 DDX17 DENND1B DHRS3 DIRAS1 DLG4 DMD DNAJC5B DSC2 DTX2 DUSP14 DYNC1H1 DYSF EDEM1 EEF1A1 EFNA1 EIF3J EIF4E EIF4G1 ELL EML3 EN1 ENO1 ENO2 EPHB2 F2RL2 FADS3 FAM180A FBXO24 FGF11 FOXA1 GABARAPL1 GADD45A GADD45B GAPDH GDNF GFAP GFI1 GKN1 GNGT2 GPAT3 GPR3 GPX1 GRIA1 HBEGF HDAC3 HIVEP3 HOXB6 HS3ST2 HS3ST3B1 HSPB8 IL11 ITGB4 ITPKC KBTBD8 KCNA2 KDM3A KRT16 LAMA3 LAMC2 LDB3 LEXM LINC00649 LINC02694 LINC03042 LMNA LPCAT3 LPP LRCH4 LRRC15 LRRC8E LRRN3 LUC7L LY6G6C MAMDC2 MAP3K6 MAPRE3 MEPCE MIDEAS MKRN4P MMP1 MMP19 MMP7 MMP9 MNT MPV17 MYB MYH14 NCDN NCS1 NDEL1 NDRG2 NLK NOL10 NR0B2 NR1D1 NR4A1 NTN4 NUAK1 NUP155 OR2F1 P2RX6 PACSIN3 PADI3 PADI4 PCDH17 PCSK1 PEA15 PHLDA2 PIM1 PKN3 PLEC PLEKHH3 POLR3E PPP1R9B PPP2CA PRDM1 PRKAR2A PROK2 PRSS36 PRX PSMD11 PSMD4 PSME4 PTPRN PVALB RAB30 RAB34 RAB3D RASD1 RELL2 REXO2 RGS2 RHOC RIMS1 RIN1 RIT1 RNF10 RNF144B RNF182 RNF34 ROM1 RPL23A RPLP0 RPS20 RTL9 RTN4 RUNDC3A S100A2 S1PR2 SAMD12 SCOC SCRN1 SEC24D SERTAD1 SFN SFTPC SGIP1 SGK1 SHC3 SLC16A6 SLC26A1 SLC26A9 SLC39A13 SLC41A1 SLC4A11 SLC6A5 SLC9A8 SMARCD1 SMS SNCB SPATS2 SPTA1 STAT5B STMN2 STRADB SYNPO SYP SYT2 TAF15 TAGLN2 TENM3-AS1 TENT5B TFE3 TFIP11 TIAL1 TINAGL1 TMCC1 TNFRSF12A TNKS2 TNRC6A TNXB TRAK2 TRIB1 TRIM9 TRPV3 TUBA1C TUBB4A TXLNG UBALD1 UBE2E3 UBQLN1 UCN2 USP14 USP3 VASP VDR XPOT YPEL5 ZBTB43 ZCWPW1 ZNF23 ZNF827 BRN2_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BRN2_01 AAK1 ABCB5 ACSM3 ADAM11 ADCYAP1 ADPGK AGTPBP1 AIFM1 ALKBH8 ANGPT1 ANKS1B ANLN AOC2 ARF6 ARHGEF12 ASB11 ASCL4 ASIC2 BAMBI BAZ1A BCL11A BCL9 BCOR BTBD10 C1orf122 C5 CACNA1C CADM1 CARMIL3 CASC2 CBFB CBL CCND1 CDIN1 CDKL5 CHD6 CHMP2A CHN2 CIB3 CLEC4A CLOCK CNBD1 CNN3 COL12A1 CPNE1 CREB5 CS CSRNP3 CTNNA1 CTNNBIP1 CTNND2 CUX1 DCX DIABLO DLX1 DMD DNAH8 DNAI1 DUSP10 DUSP6 EAF1 EDNRA EHD4 EIF4A1 ELL ELMO1 ENOX2 ERG ESRRG ETV4 ETV5 EXTL2 EYA1 FAM219A FAM53B FGF10 FGF13 FGF14 FGFR2 FGFR3 FLRT3 FOS FOSL1 FOXG1 FOXP2 FRMD6 GARRE1 GDNF GLRA2 GNAO1 GPM6A GPR3 GPX1 GSTCD H3-3B HIVEP1 HOOK1 HOXA10 HOXB3 HOXB9 HOXC11 HOXC4 HOXD4 HS3ST5 IGF2BP3 IL18RAP IMMT IMPDH2 INPPL1 INTS12 IP6K2 IQGAP3 IRX4 ITGB3BP ITK KCNMB2 KCNQ1DN KLF12 KRTAP13-2 LAMA4 LIN54 LINC00670 LRGUK MARCHF1 MBNL1 MBNL2 MDM1 MECOM MGAT4C MGLL MMP16 MSI2 MTMR11 MYF5 MYH2 MYO18A MYO1B MYO3B MYT1 N6AMT1 NAT8L NCAM2 NDST3 NDUFB8 NEUROG1 NFAT5 NFATC4 NFIA NOG NPAS2 NR2E1 NR3C2 NR4A3 NRAS NRSN1 NRXN3 NT5C1B NTF3 OSBPL7 PATL1 PCDH18 PCF11 PDGFC PDZRN4 PHF3 PHLDA2 PHOX2B PIK3CG PIM1 PLCB2 PLEC POLR3B PPM1B PPP1R16B PPP1R1B PPP4R3C PRICKLE2 PRKAG1 PRPF19 PTCHD4 PTHLH PTPRCAP PTPRG PTPRO RAB8B REXO4 RGS6 RHEBL1 RHOJ RIT1 RPE RPE65 SALL1 SALL3 SAT1 SAYSD1 SGK3 SHH SIPA1 SLC26A7 SLC6A4 SLCO3A1 SLIT3 SLITRK1 SMOC2 SNAP25 SNTB2 SOX3 SPRY4 ST8SIA3 STEAP2 STMN2 STX11 SULF1 TAC3 TACC2 TAFAZZIN TCF4 TEF TENM1 TENT5D TLCD5 TOB1 TP63 TPH2 TRIAP1 TSPAN13 TUFT1 TXN UBA1 UBL3 UNC13D USP32 VAMP3 VAX1 VGLL1 YRDC ZBTB9 ZMIZ1 ZNF385B CACBINDINGPROTEIN_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CACBINDINGPROTEIN_Q6 AAMP ABI3 ACAN ACIN1 ACOT8 ACR ACSBG2 ACVR1B ACVRL1 ADAMTS4 ADAMTS9 ADRA1D AHR AKT2 AP1G1 AP4S1 APOA2 ARF3 ARHGAP44 ARHGAP5 ARHGEF12 ARHGEF17 ARL4C ARPC2 ASPHD1 ATF3 ATP6V0C BCL11A BCL7A BRSK2 C14orf119 C1orf43 CACNA1D CACNA1G CACNG2 CASKIN2 CBX6 CCDC81 CDK12 CDK17 CHL1 CHP1 CHRM1 CIART CLC CLCN6 CLMP CLUH CTDSPL2 DCAKD DCHS1 DCN DCTN1 DCTN2 DDX17 DLX1 DMD DPF1 DTNA EEF1A1 EEF1G EFNB3 EIF4G1 EMID1 EMX2 EPC1 EXD1 FAM131C FBRS FBXO36 FGF11 FOXA2 FOXS1 FZD4 GABPB2 GDPD2 GNAI2 GNAO1 GNB4 GNGT2 GRK5 HEBP2 HHATL HIF1A HNRNPH3 HNRNPR HOMEZ HOXA10 HOXB6 HOXB8 HOXB9 HOXC4 HOXC6 HPCAL4 HR IGF2BP1 IGFBP5 INCA1 INPP4A ITGA6 ITPR1 IVD JPH4 KANSL1L KAT5 KCNJ14 KCNN3 KCNS3 KIF1C KIF3C KIRREL2 KLF13 KLK12 KNTC1 KPNB1 KRT13 KRTCAP2 LASP1 LIN28A LINC00303 LRFN5 LRP1 LRP2 MAGED2 MAP1A MARK2 MBD6 MED12 MEF2D MGAT3 MINK1 MMP1 MNT MPC2 MRTFA MTF2 MTHFR MTX1 MYBPH MYH10 NCAM1 NCDN NDUFS2 NEDD4L NEGR1 NEUROD2 NFIX NKX2-1 NMT1 NOL4 NOTCH2 NOTCH2NLA NPAS4 NR1H3 NR4A3 NRGN NTF4 NTN3 NUFIP2 NXPH3 OCEL1 ORC6 OTX2 PABPN1 PBX1 PDGFB PHACTR3 PHF12 PICALM PIM1 PIP4K2B PKIA PNKD POU2F1 PPP1CB PRKAG1 PRKCG PROCR PRRX1 PRSS36 PSD PSME3IP1 PTGR3 PTMS PYGO1 RAB11B RAB6A RAB6B RALB RALBP1 RBM47 RCOR2 RFTN2 RFX1 RLIM ROCK1 ROGDI RPRD2 RSPRY1 RSRC2 RTN2 RTN3 RTN4RL2 S100A14 SALL1 SDC1 SEPTIN4 SIK2 SIX4 SLC2A4 SMARCA2 STAU1 STRN3 SUPT16H SYT6 SYVN1 TAOK2 THBS3 TMEM256 TNNC1 TOR1AIP2 TP53 TPPP3 TRIM46 TRIR TSEN54 UBE2B UBE2Z UBFD1 USF2 VGF VPS35 WBP1L WRAP53 YBX3 YPEL4 YWHAQ ZBTB7A ZFYVE1 ZMYM2 ZNF385A ZNF436 ZNF436-AS1 ZNF521 ZNF579 ZSWIM3 CACCCBINDINGFACTOR_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CACCCBINDINGFACTOR_Q6 ABCG4 ABI3BP ADAMTSL1 ADAMTSL3 ADCY5 ADCYAP1 ADRA2C AHNAK AMBN ANKRD13D ASB7 ATL2 ATP5MC1 BCL11A BEND6 BLMH BMF BMP2 BOC BRD2 C1S C22orf31 C7orf33 CA10 CADM2 CALCR CALM1 CAMTA2 CASKIN2 CCDC71 CDC27 CDK19 CDK4 CDKN1A CELF4 CHD4 CHRM1 CITED2 CNKSR2 CNTFR CORO6 CPLX1 CREM CRK CRLF1 DCTN1 DENND2D DEPDC4 DHRS11 DIABLO DLD DLX1 DUSP14 DYRK1A EDA EEF1A1 EFEMP2 EFNA3 EIF1 EIF4E EIF5A ENHO ENTPD2 EPB41L3 EPHA7 EPHB2 ETV5 EXOC6 F11R FARP1 FBRS FEZF2 FGF11 FKBP2 FLNC FOXF2 FOXO4 FXR2 G3BP2 GEMIN7 GFAP GIT1 GLB1L GNAI2 GNAO1 GNB2 GPR162 GRK5 GRM3 GSE1 GSX1 HAPSTR1 HAUS3 HEPACAM2 HES1 HEXIM2 HIF1A HMGN2 HOXB5 HOXB8 HOXB9 HOXC4 HOXC6 HPN HR HRK ID3 IGF2BP1 IGFBP5 IL20RB IL2RG INHA ITGA5 ITGB4 JAKMIP2 JARID2 JPH4 JUND JUP KCNAB3 KCNB2 KCND1 KCNH7 KCNH8 KCNK10 KCNN4 KDM2A KLF13 KLHL35 KLK13 KREMEN2 LAD1 LBX1 LDB1 LGI1 LGI4 LHX4 LHX9 LIMD2 LIMK2 LIN7B LINS1 LMO3 LRP1 LTB4R LTBR MAGEL2 MAPT MEA1 MEIS1 MICALL1 MID2 MIP MNT MORF4L2 MPC2 MRPL14 MSL3 MTSS1 MYCL MYO1C NDUFA4L2 NECTIN4 NHERF1 NINJ2 NIPAL3 NLN NRG1 NTN3 NTN5 OSM OSTC OTUB1 OTX1 OTX2 PABPN1 PATZ1 PCBP4 PCDH17 PCF11 PHF12 PHLDB1 PI15 PIP4K2B PLA2G6 PLS3 PLTP PMP22 PORCN PPP1R1B PRDM16 PRKAG1 PRR7 PTCH1 PTGDS PTGR3 PTPRJ RAB30 RAD23B RAP1GAP2 RARB RARG RBMS3 RCOR2 REEP1 RGMA RGS14 RGS6 RTKN RTN2 SDC1 SEMA3B SEMA4C SEPTIN7 SERPINE1 SGTB SH3GLB2 SHH SHKBP1 SIX4 SKIDA1 SLC12A5 SLC25A13 SLC25A23 SLC6A9 SMYD5 SORBS1 SOX15 SP4 SPAG17 SPAG9 SPEG SPRY2 SPRY4 SRSF5 STAG2 STK16 STMN4 SULF1 SZT2 TAGLN TAOK1 TAOK2 TBL1X TFAP2A TIAL1 TMEM35A TMEM88 TMEM8B TONSL TP53I11 TRIM33 TRIR TRPV3 TSPAN33 TUG1 TUSC3 UBE2R2 USP25 UTP18 WNT3 XPO1 YARS1 YTHDF2 YWHAE ZCCHC14 ZFX ZHX2 ZNF296 ZNF384 ZNF532 CACGTG_MYC_Q2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CACGTG_MYC_Q2 AATF ABCA1 ABCA2 ABCB6 ABCC4 ABHD17B ACACA ACAN ACAP3 ACLY ACTMAP ACVR2B ACY1 ADAM10 ADAM12 ADAMTS17 ADAMTS19 ADAMTS3 ADCK1 ADCY3 ADGRB2 ADISSP ADK ADNP ADPRHL1 ADSS2 AEN AFF2 AFF4 AGMAT AGO2 AGRP AIFM3 AK2 AK3 AKAP1 AKAP10 AKAP12 ALDH18A1 ALDH3B1 ALDH6A1 ALDOA ALG1 ALX4 AMD1 AMDHD2 AMER1 AMMECR1L AMPD2 ANAPC13 ANGPT2 ANKHD1 ANKHD1-EIF4EBP3 ANKRD12 ANKRD13B ANKRD17 ANXA6 AP1S2 AP3D1 AP3M1 APEX1 APOA5 ARF6 ARHGAP12 ARHGAP17 ARHGAP20 ARHGAP44 ARHGAP45 ARL2 ARL3 ARMC6 ARMCX1 ARMCX2 ARMCX3 ARMCX4 ARMCX6 ARMT1 ARPC5 ARRDC3 ARRDC4 ARX ASPHD1 ASPSCR1 ASS1 ATAD3A ATAD3B ATF1 ATF4 ATF7IP ATG5 ATIC ATL2 ATOH8 ATOSB ATP1B3 ATP5MC1 ATP5PB ATP6V0B ATP6V1A ATP6V1C1 ATP6V1H ATP7A ATXN3 ATXN7L2 AVP AVPI1 B3GALT2 B3GALT6 B3GNT9 B4GALT2 BARHL1 BATF2 BATF3 BAX BCAS3 BCKDHA BCL11B BCL6 BCL7C BCL9 BCL9L BCOR BDNF BEND4 BEX1 BEX2 BEX3 BFAR BHLHA15 BHLHE40 BHLHE41 BLOC1S1 BMP2 BMP2K BMP4 BMP6 BMP7 BOK BRD2 BRDT C14orf132 C15orf39 C1QBP C1orf43 C21orf91 C2CD2L C2CD4A C9orf85 CA14 CACNA1D CACUL1 CAD CAMK2D CAMK4 CAMKK1 CAMKK2 CAMKV CANX CARMIL3 CATSPERD CBARP CBX5 CBX6 CCAR1 CCDC103 CCDC126 CCDC191 CCDC6 CCER1 CCNYL1 CD164 CDC14A CDK20 CDK5R1 CDKL5 CDKN2C CEACAM5 CEBPA CEBPA-DT CEBPB CELF1 CELSR3 CEP57 CEP63 CEP83 CEP95 CFAP57 CFL1 CGN CGREF1 CHD4 CHRM1 CHRNA7 CHST11 CIART CIPC CITED2 CLCN2 CLEC18C CLIP2 CLN3 CLTC CLUH CMTM8 CNNM1 CNOT4 CNPPD1 CNPY2 CNPY3 CNST COL25A1 COL2A1 COMMD3 COMMD8 COPS7A COPZ1 CPEB4 CPT1A CREBRF CRMP1 CSDE1 CSK CTBP2 CTIF CTSA CTSF CUL5 CUTA CYP2D6 DAZL DCAF11 DCAF13 DCHS1 DCTN4 DCTPP1 DCUN1D4 DDX18 DDX3X DDX4 DDX5 DENND6A DEPDC7 DERL3 DHX35 DIABLO DIAPH1 DIP2B DLC1 DLX1 DLX2 DNAAF1 DNAAF6 DNAJB5 DNAJB9 DNMT3A DNTTIP2 DOHH DOLK DOP1A DPAGT1 DRC3 DRD1 DSCAM DTNA DUSP1 DUSP4 DUSP7 DVL2 DYM DYRK1B DZIP1 E2F3 E2F8 EBNA1BP2 EEF1B2 EEF1E1 EFNB1 EFTUD2 EGLN2 EIF3A EIF3B EIF3E EIF3J EIF4A1 EIF4B EIF4E EIF4G1 ELAVL3 ELK1 ELOVL5 EMC1 EME1 EN1 EN2 ENO3 ENPP6 EPB41 EPB41L4B EPC1 ERCC6 ERF ERLIN1 ESR2 ESRP2 ESRRA ESYT1 ETV1 EVC2 EWSR1 EXOSC5 EYA4 FABP3 FADS3 FAF1 FAM117A FAM13B FAM76B FARP1 FAXDC2 FBL FBXL19 FBXL19-AS1 FBXO33 FCHSD2 FEN1 FGF11 FGF14 FGF19 FGF6 FHOD1 FKBP10 FKBP11 FKBP5 FLT3 FLVCR2 FMR1 FOSL1 FOXD3 FOXF2 FOXJ3 FOXO3 FOXRED2 FPGS FRMD3 FXR1 FXYD2 FXYD6 G6PC3 GABARAP GADD45B GADD45G GAPDH GAR1 GATA4 GATA5 GCSH GEMIN4 GET3 GET4 GGN GIGYF2 GIT1 GJA1 GK GLA GLB1L GLS2 GLYR1 GMFB GNA13 GNAS GNB2 GNL1 GNPTG GPC3 GPD1 GPM6B GPRC5C GPS1 GPX1 GRIN2A GRK6 GSK3B GTF2A1 GTF2H1 GTPBP1 GUCY1A2 GYG1 H2AZ1 H3-3A HAPSTR1 HBP1 HEBP2 HERPUD1 HEXA HHEX HHIP HIF1A HIRA HLX HMGA1 HMGN2 HMOX1 HNRNPA1 HNRNPA3 HNRNPD HNRNPDL HNRNPF HNRNPH2 HNRNPH3 HNRNPM HOOK2 HOXA1 HOXA11 HOXA3 HOXA4 HOXA7 HOXA9 HOXB4 HOXB5 HOXB7 HOXC11 HOXC12 HOXC13 HOXC5 HOXD10 HPCA HPCAL4 HPS3 HPS5 HRH3 HS3ST3A1 HSD11B1L HSDL1 HSP90AB1 HSP90B1 HSPA4 HSPA9 HSPBAP1 HSPD1 HSPE1 HSPH1 HYAL2 ICAM5 IER5L IFRD1 IFRD2 IGF1R IGF2BP1 IGF2BP3 IGF2R IGSF22 IKZF3 IL15RA IL1RAPL1 ILF3 ILF3-DT ILK INO80 INSM1 IPO13 IPO4 IPO7 IQCG IQGAP2 IRF9 IRS4 JADE1 JADE2 JAKMIP1 JOSD1 JPH1 KANSL1L KAT14 KAT5 KAT6A KBTBD2 KCMF1 KCNAB1 KCNE4 KCNH4 KCNK5 KCNN4 KCNQ5 KCTD15 KDM3A KDM4C KDM6A KIAA0586 KICS2 KLF10 KLF11 KLF9 KLHDC3 KLHL28 KMT2A KRTCAP2 L1CAM LAMP1 LAP3 LDHA LEF1 LHX9 LIG3 LIN28A LINC02908 LMLN LMNB1 LMX1A LNPK LONP1 LONRF3 LPCAT4 LRFN4 LRP8 LRRC59 LTBR LTV1 LYAR LYPD1 LZTFL1 LZTS2 MACROD1 MAEL MAFF MANF MAP7 MAPKAPK3 MARCHF8 MAT2A MAX MBNL1 MCM2 MCM8 MCOLN1 MDN1 MEA1 MED28 MEOX2 MEPCE METAP1D METTL13 MFHAS1 MFSD5 MGME1 MIA2 MICAL2 MICOS13 MICU1 MID1IP1 MIEN1 MINK1 MMP23A MMP23B MNT MON1A MORF4L2 MPP3 MPV17 MRM1 MRPL27 MRPL40 MRTO4 MTAP MTCH2 MTFP1 MTHFD1 MTUS1 MXD3 MXD4 MYB MYCL MYO19 NAA25 NAA50 NAPA NAT10 NCL NCOA6 NDUFA7 NDUFAF4 NDUFS1 NEFM NEK6 NET1 NEURL2 NEUROD1 NEUROD6 NFATC3 NFX1 NID1 NIT1 NKX2-2 NKX2-3 NLN NMNAT2 NOL4L NOL6 NOL8 NOP56 NOTCH1 NPM1 NPTN NPTX1 NR0B2 NR1D1 NR4A3 NR5A1 NR6A1 NRAS NRIP3 NRXN1 NSD3 NTHL1 NTMT1 NTN3 NUDC NUDT11 NUP153 NUP62CL NXPH1 OBI1 ODC1 OGDHL OGT OLFM2 ONECUT1 OPRD1 ORAI2 OSER1 OSGEP OSR1 P3H4 PA2G4 PABPC1 PABPC4 PAICS PANK3 PATZ1 PAX6 PBRM1 PCDHA10 PCED1A PDCD6IP PDIA2 PDIA4 PDK2 PDP2 PDPR PEPD PER1 PES1 PFDN2 PFDN6 PFKFB3 PFN1 PHC3 PHF20 PHF20L1 PIAS4 PICALM PIGW PIK3IP1 PITX3 PKN1 PLA2G4A PLA2G6 PLAG1 PLAGL1 PLBD1 PLCG2 PLEKHA6 PNMA8A POGK POGLUT1 POLA1 POLH POLR1G POLR2H POLR2L POLR3A POLR3C POLR3D POLR3E POP1 POU3F2 PPARGC1A PPARGC1B PPAT PPCS PPM1A PPP1R1B PPP1R3B PPP1R3C PPP1R9B PPP2R2B PPRC1 PRDM4 PRELID1 PRKCE PRKCG PRKCH PRMT1 PROK2 PRPS1 PRPS2 PRR3 PRR7 PRRC2C PSEN2 PSMB3 PSME3 PSME3IP1 PTCH1 PTGES2 PTGES3 PTGR3 PTMA PUS1 PWP2 QTRT1 QTRT2 RAB24 RAB2A RAB30 RAB31 RAB3IL1 RABGAP1 RAD50 RAD9A RALYL RAMP2 RANBP1 RAPGEF6 RARG RASD2 RASGRP2 RBBP4 RBBP6 RBBP7 RBM15B RBM19 RBM3 RCL1 RCOR2 REEP3 RELB RETREG2 REV1 REXO2 RFX4 RFX5 RGL1 RHBDD3 RHEBL1 RHOBTB3 RIDA RLF RMND1 RNF115 RNF128 RNF145 RNF146 RNF43 RNF44 RORC RPA1 RPIA RPL13A RPL19 RPL22 RPL30 RPS11 RPS19 RPS2 RPS28 RPS6KA5 RPUSD4 RRAGB RRAGC RRP15 RRP8 RRS1 RSPO2 RSPRY1 RTN4 RTN4R RTN4RL2 RUNX1T1 RUNX2 RUSC1 RXRB SAE1 SAMD12 SASH3 SATB2 SC5D SCAMP3 SCFD2 SCRT2 SCYL1 SDC1 SEC11C SEC23IP SELENOS SEMA3F SEMA7A SEPTIN3 SERBP1 SET SEZ6L SFXN2 SGK1 SGO1 SGTB SHMT1 SHMT2 SHOC1 SIGMAR1 SIRT1 SLC12A5 SLC12A6 SLC17A2 SLC17A9 SLC1A7 SLC20A1 SLC24A4 SLC25A32 SLC25A33 SLC25A37 SLC25A51 SLC26A10P SLC26A2 SLC31A2 SLC33A1 SLC35A5 SLC36A1 SLC38A2 SLC38A5 SLC38A7 SLC39A11 SLC39A7 SLC43A1 SLC49A4 SLC4A11 SLC6A15 SLC7A3 SLC7A5 SLC7A5P1 SLC9A5 SLCO1C1 SLCO5A1 SMAD2 SMC3 SMG1 SMYD4 SNCAIP SNCB SNN SNRPA SNTB2 SNX16 SNX2 SNX5 SNX8 SOCS2 SOCS5 SORD SORL1 SOX12 SPATA2L SPG21 SPIN2A SPINK5 SPNS1 SPPL3 SRFBP1 SRP72 SSR1 ST6GAL1 STAT3 STC2 STEEP1 STK31 STMN1 STMN4 STT3B STX6 STXBP2 SUCLG2 SUGP2 SUMF1 SUPT16H SYBU SYNCRIP SYNRG SYT3 SYT6 TAC1 TADA1 TAF6L TAFA4 TAGLN2 TAOK2 TBC1D15 TBC1D5 TBL1X TBL1Y TBX4 TCEAL1 TCEAL3 TCEAL7 TCEAL8 TCERG1 TCF4 TCOF1 TDRD1 TEF TESK2 TET2 TEX12 TFAP4 TFB2M TFRC TGFB2 TGFB3 TGIF2 THAP5 THUMPD2 TIAL1 TIMM10 TIMM50 TIMM8A TIMM9 TLE3 TLE4 TLL1 TMED10 TMEM108 TMEM132E TMEM132E-DT TMEM258 TMEM47 TMEM59L TMEM86A TMUB1 TNFRSF21 TNPO2 TNXB TOGARAM1 TOM1 TOM1L2 TOP1 TOPORS TPM2 TRAPPC8 TRIB1 TRIM3 TRIM37 TRIM46 TRIP10 TRMO TRMT2A TRMT6 TRPM7 TSC1 TSC2 TSKU TSPAN4 TSR2 TSR3 TSSK3 TTLL11 TUBA4A TUBA4B TUG1 TXLNG TXNDC12 U2AF2 UBA1 UBE2B UBE2C UBE3D UBE4B UBIAD1 UBR4 UBR5 UBXN1 UBXN10 UBXN6 UNC45B UQCC2 URI1 USP15 USP2 USP31 USP34 USP36 UTP14A UTP18 UTP4 UTY UVRAG VARS2 VGF VLDLR VPS13A VPS16 VPS26A VPS33A VPS37B VPS50 VWA2 WASHC4 WBP2 WDR17 WDR46 WDR77 WEE1 WIPI1 WWP2 XPO1 XPO5 XRN2 YBX1 YBX2 YBX3 YEATS2 YPEL5 ZBTB10 ZBTB11 ZBTB40 ZBTB49 ZBTB5 ZBTB8OS ZC2HC1C ZC3H10 ZCCHC7 ZCWPW1 ZFP91 ZFYVE26 ZHX2 ZIC1 ZMYM6 ZMYND12 ZNF296 ZNF318 ZNF503 ZNF565 ZNF574 ZNF593 ZNF711 ZNF771 ZNF800 ZNHIT6 ZNRF2 ZZZ3 CAGCTG_AP4_Q5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAGCTG_AP4_Q5 AAK1 AARSD1 ABCB9 ABCE1 ABHD16A ABHD4 ABI2 ABL1 ABLIM1 ABR ABTB2 ABTB3 ACE ACMSD ACSL4 ACTA1 ACTB ACTC1 ACTG2 ACTN3 ACVR1 ADAMTS2 ADAMTS4 ADAMTS8 ADAMTSL2 ADCY4 ADCY8 ADGRB3 ADGRG4 ADGRL3 ADO ADRA2C AFF4 AFG3L1P AGAP2 AGBL5 AICDA AIF1L AKAP9 AKR7A2 AKT1 AKT2 ALDH1A1 ALK ALPK2 ALS2 AMER1 AMOT AMPH ANAPC10 ANGEL1 ANGPT1 ANGPT4 ANGPTL2 ANK1 ANK2 ANKRD1 ANKRD12 ANKRD20A11P ANKZF1 ANP32A ANXA6 ANXA8 AP1S2 AP3D1 AP5M1 APBA1 APBA2 APBB2 APBB3 APLN APOA5 APOBEC2 APOD APOLD1 APOO APP APPBP2 AQP2 AQP5 ARF4 ARFGEF1 ARHGAP24 ARHGAP33 ARHGAP44 ARHGAP45 ARHGAP8 ARHGEF2 ARHGEF5 ARHGEF6 ARID1A ARL6IP5 ARMC5 ARMC8 ARNT ARPP21 ART1 ASB14 ASB16 ASB2 ASB5 ASIC2 ASPA ASS1 ATF7IP ATG9A ATOH8 ATP13A4 ATP1A2 ATP1B2 ATP1B4 ATP2B3 ATP4A ATP5PD ATP6V0D1 ATP6V1A ATP6V1C1 ATP6V1D ATP6V1E2 ATXN7L2 AZIN1 B3GALNT2 B3GALT2 BACE2 BACH1 BACH2 BAHD1 BAIAP2 BAP1 BARX2 BAZ2A BBLN BCAS3 BCL11B BCL2L2 BCL6 BCL6B BCL7A BCL9L BEND4 BEST2 BEST3 BEX2 BFSP2 BICRA BMF BMP1 BMP6 BMPR2 BMT2 BNC2 BNIP2 BNIP3 BORCS5 BRD4 BRINP1 BRINP3 BRSK2 BSCL2 BTBD3 BTF3P11 BTG1 BTG2 C11orf52 C11orf87 C12orf4 C1QTNF1 C1orf116 C21orf62 C2orf16 C2orf27A C6orf47 C6orf62 C7 C7orf33 CA11 CA3 CABP1 CACNA1G CACNA1H CACNA1S CACNA2D3 CACNB1 CACNB2 CACNG2 CADM2 CADPS CALCA CALCOCO1 CALM2 CALM3 CAMK2G CAMKV CAPZA3 CARMIL3 CASK CASKIN1 CASKIN2 CAST CATSPER2 CAV3 CAVIN2 CBFA2T2 CBFA2T3 CBX6 CCDC102A CCDC138 CCDC177 CCDC186 CCDC191 CCDC26 CCDC43 CCDC65 CCDC71 CCDC78 CCDC85B CCL27 CCL4 CCND2 CCNE2 CCNJ CD247 CD276 CD47 CD72 CD79B CD9 CD99L2 CDC25B CDC42EP3 CDC42SE1 CDCA3 CDH13 CDH3 CDH6 CDHR5 CDK18 CDK2 CDK2AP1 CDK5 CDK5R2 CDKL5 CDKN1B CDKN2C CDKN3 CDO1 CDX1 CELA3A CELF3 CEP95 CERKL CFAP57 CFAP65 CHAC1 CHAT CHD4 CHFR CHID1 CHPF CHRD CHRNA1 CHRNE CHRNG CIBAR2 CILP CITED2 CKM CLDN15 CLDN2 CLEC14A CLEC4D CLIP1 CLPS CLSTN2 CLVS1 CMKLR1 CMKLR2 CMTM5 CNIH2 CNNM2 CNP CNTD1 CNTN2 CNTN4 CNTN6 CNTNAP5 COA3 COL22A1 COL2A1 COL5A3 COL7A1 COLEC12 COMMD3 CORO2B COX6A2 CPA6 CPEB3 CPEB4 CPS1 CRACR2A CRB1 CRCT1 CREB3L1 CREM CRHBP CRIP2 CRMA CRYAB CSDE1 CSF1R CSMD3 CSNK1G2 CSRNP3 CTSD CTXN1 CUL7 CUTA CXCR5 CXXC4 CXorf58 CYP2F1 CYP46A1 CYP8B1 CYTH3 DAAM1 DACT1 DALRD3 DAO DBH DBNDD1 DCAF17 DCLRE1A DCTN1 DCX DDIT4 DDIT4L DDR1 DDX17 DDX5 DENR DEPTOR DERL3 DES DHRS3 DLC1 DLEU1 DLEU2 DLG2 DLGAP1 DLL1 DLL3 DLL4 DLX1 DMC1 DMD DMPK DMTF1 DNAJA1 DNAJB5 DNAJC1 DNHD1 DOC2A DOCK4 DOCK6 DOCK9 DOK3 DOK7 DPCD DPF2 DPH1 DPP3 DPP9 DRG1 DRP2 DSCAM DTNA DTX3 DUSP1 DUSP26 DUSP4 DVL3 DYNLRB2 DYSF E2F1 E2F3 EBNA1BP2 EDC4 EDF1 EDN3 EFNA1 EFS EGR1 EGR2 EIF2S1 EIF4ENIF1 EIF4G2 ELAVL2 ELAVL3 ELF4 ELL ELL3 ELN ELP4 EMILIN3 EMP3 EN1 ENO3 EOMES EPHA2 EPHB2 EPN2 EPN3 EPOR ERBB3 ERF ERH ERLIN2 ERN1 ERP27 ESCO1 ESR1 ESRRA ESRRB ESRRG ETF1 ETS1 ETV1 ETV5 EXOC5 EXOC6 EXTL1 EXTL3 EYA1 EYA2 EYA3 F11R FAAP100 FAM110A FAM120B FAM131A FAM178B FAM193A FAM193B FAM217B FAM222A FAM50A FAM98A FBXL21P FBXO24 FBXO36 FBXO40 FBXO5 FCER1G FCGBP FCRLA FCRLB FER1L6-AS1 FES FEZF2 FGF1 FGF12 FGF13 FGF14 FGF17 FGF21 FGF7 FGF8 FGR FHL3 FILIP1 FIS1 FITM1 FLNC FLRT3 FMO5 FNDC5 FNDC8 FOXA1 FOXD3 FOXN2 FOXO4 FOXP1 FOXS1 FRAS1 FREM1 FRMD5 FXR1 FXYD3 FZD9 GAB2 GABPB2 GABRA3 GADD45G GAP43 GAS7 GATA1 GATA3 GCAT GDNF GEM GFI1 GGNBP2 GHR GIGYF2 GJC2 GNB2 GNB3 GNG3 GNG8 GOLGA2P11 GOLGA7 GOLM2 GOLPH3L GPBP1 GPD1 GPM6B GPR162 GPR17 GPR174 GPR21 GPR34 GPR37L1 GPR61 GPR62 GPX1 GREB1L GRHL3 GRIK3 GRIN2B GRIN2D GRK2 GRK5 GRPR GSDMA GSK3B GTPBP2 GZMB H1-0 H2AC7 H2AZ1 H2BC3 H2BC7 H3C3 H3C4 HAPLN2 HCFC2 HDAC11 HDAC4 HDAC9 HECTD2 HES6 HHATL HHEX HID1 HIF1A HIGD1B HIP1 HIP1R HIVEP3 HJV HMGA2 HMGN2 HMOX1 HNRNPDL HOOK1 HOXA3 HOXA5 HOXA6 HOXB1 HOXB5 HOXC12 HOXC4 HOXC6 HOXD10 HOXD3 HPCA HPSE2 HRAS HRC HS3ST4 HSD11B1 HSD17B8 HSD3B7 HSH2D HSPA5 HSPB2 HSPB3 HSPB6 HTR2C HTR3A HTR5A HYAL2 ID1 ID3 IDH2 IER5L IFNL2 IFNL3 IGF1 IGF1R IGFBP3 IGFBP6 IKZF2 IL10 IL11 IL11RA IL17B IL1RAPL2 IL24 IL34 IMMP1L IMPDH1 IMPG1 INA INF2 INHA INKA1 INPPL1 INSR IP6K3 IPCEF1 IQCD IRAG1 IRF2BPL IRX4 ISL1 ITGA3 ITGA6 ITGB1BP2 ITGB8 ITPR3 ITSN1 IZUMO4 JAG1 JAKMIP2 JAKMIP3 JMJD1C JPH1 JPT1 KCNA2 KCNE4 KCNH2 KCNIP2 KCNIP3 KCNJ13 KCNJ16 KCNJ2 KCNK5 KCNMA1 KCNMB1 KCNMB3 KCNN2 KCNN3 KCNQ1DN KCNQ4 KCNQ5 KCNS2 KCNS3 KCTD8 KDM2A KDM4C KIF1B KIF4A KIF7 KIFC3 KIRREL2 KLF10 KLF12 KLF13 KLF5 KLF8 KLHDC2 KLHDC7A KLHL1 KLHL40 KLHL41 KLK1 KLK13 KLK2 KMT2A KNCN KRT19 KRTCAP2 KSR2 L1CAM LAMA5 LAMB2 LARP4 LAT LAYN LBX1 LBX2-AS1 LCK LDB3 LDLRAD3 LDLRAD4 LEF1 LEMD2 LENG9 LGALS1 LGI1 LGI3 LGI4 LGSN LHFPL1 LHFPL2 LHX2 LHX3 LIMK2 LINC00299 LINC00303 LINC00482 LINC00487 LINC00670 LINC01089 LINC01138 LINC01567 LINC01931 LINC02872 LINC02875 LMF1 LMF2 LMO4 LMOD3 LNX1 LNX2 LONRF1 LOXL1 LOXL4 LRBA LRCH1 LRCH4 LRFN5 LRP1 LRP5 LRRK1 LRRN1 LRRN2 LRRN3 LRRN4CL LRRTM1 LRRTM3 LRTM1 LSP1 LTA LTBP1 LUC7L LUC7L3 LURAP1L LY6G6E LZTS2 MACROD1 MAF MAGED1 MAGI1 MAN1A1 MAN1C1 MAN2B1 MANBA MAP1A MAP2K5 MAP2K6 MAP3K13 MAP3K3 MAP3K5 MAP3K8 MAPK4 MAPK8IP1 MAPRE3 MARCHF1 MARCHF5 MARK2 MASP1 MAST1 MATN1 MBNL1 MBNL2 MBP MCAM MCF2 MCOLN1 MDK MDM2 MED13 MEF2C MEF2D MEGF10 MEGF8 MEIS2 METTL7B METTL8 MFNG MFRP MFSD2A MGLL MID1 MID2 MINDY1 MIR1-1HG MIR137HG MIR22HG MIR9-1HG MITF MKRN4P MLIP MLLT11 MLYCD MMRN2 MOB3C MOG MORC3 MOS MOSMO MOSPD1 MPPED2 MPRIP MRGPRF MRPL14 MRPS6 MSS51 MSTN MT1E MTIF2 MTMR10 MTMR4 MTSS1 MUC15 MUSK MXI1 MYADM MYBL2 MYBPC1 MYBPH MYC MYCBP MYCLP1 MYCN MYF5 MYH13 MYH3 MYH4 MYL11 MYL3 MYL6B MYLK MYO18A MYO18B MYO1C MYO1F MYO7A MYOT MYOZ1 MYOZ2 MYOZ3 MYPN MYT1 NAA50 NACA NADK2 NAGLU NANOS1 NAP1L5 NAPB NAPEPLD NAT9 NAV1 NAV3 NBEA NCAPH2 NCDN NCF4 NCKAP5 NDNF NDRG1 NDST2 NDST4 NDUFA4 NDUFA4L2 NDUFAF3 NDUFC1 NEB NECTIN3 NEDD4 NEDD4L NES NEURL1 NEUROD2 NEUROG3 NEXN-AS1 NFIX NGF NHLH2 NHLRC2 NHSL2 NID2 NIPBL NKD1 NKX2-2 NLGN3 NNAT NOL4 NOL4L NOL9 NOSIP NOTCH1 NOVA1 NPHP4 NPPA NR2E1 NR3C2 NR4A1 NR4A3 NR5A1 NRBF2 NRG2 NRK NRP2 NSG2 NTF3 NTF4 NTNG2 NTS NUDT18 NUDT22 NUMBL NUTF2 NXPH3 NXPH4 OBSCN OGFOD2 OGG1 OLFML1 OMA1 OMG ONECUT2 OPCML OR2L13 ORMDL3 OSBPL10 OSR1 OTUD7A P2RX4 P2RX5 P2RY4 P3H3 PABPC5 PACSIN3 PADI2 PAICS PAK3 PAK5 PAK6 PALMD PAM PARP12 PARP6 PARP8 PASK PATL1 PAX1 PAX2 PBXIP1 PCBP2 PCBP4 PCDH18 PCDH9 PCF11 PCNX1 PCYT1B PDAP1 PDE10A PDE1A PDE3A PDE7A PDGFB PDHA2 PDK2 PDLIM2 PDLIM4 PDZD11 PEG10 PEPD PEX7 PGF PHF1 PHF23 PHF7 PHKA1 PHLDB1 PI4KB PICALM PIGN PIK3AP1 PIK3CG PITX3 PJA2 PKD2L1 PLAAT3 PLAC1 PLCB2 PLCZ1 PLEC PLEKHA4 PLEKHA6 PLN PLP1 PLPP7 PLS3 PLXNB3 PMEL PML PMP22 PNMA1 PNOC PODN POLD4 POLL POLR1D POLR3GL POU4F1 PPAT PPM1A PPM1E PPM1J PPP1R16B PPP1R17 PPP1R3D PPP1R7 PPP1R9B PPP2R3A PPP2R5C PPP2R5E PPP3CA PPP3CB PRDM13 PRDM8 PREX2 PRICKLE1 PRICKLE2 PRKAA2 PRKACA PRKACG PRKAG3 PRKCB PRKCG PRKCQ PRMT6 PROK2 PROSER3 PRPF39 PRR11 PRR14L PRR30 PRR35 PRRG2 PSD PSD2 PSIP1 PSMD3 PTCH2 PTCHD1 PTGDS PTGFRN PTGIR PTH1R PTK2 PTK7 PTP4A3 PTPN1 PTPN6 PTPRS PURA PVALB PYGM QTRT2 RAB24 RAB26 RAB27A RAB30 RAB33A RAB3A RAB3C RAB5B RABAC1 RAD51AP1 RAD51B RAD51D RAG1 RAI1 RAMP2 RAP2B RAPSN RARA RASGEF1A RASGRF2 RASL10A RASL10B RASL12 RASSF1 RASSF2 RBBP7 RBFOX1 RBFOX2 RBM14 RBM15B RBMS3 RCAN1 RCOR2 RCSD1 RDH10 REEP1 REEP6 RELA RENBP REPS1 REPS2 RERG RESF1 RETNLB RFX8 RGR RGS12 RGS6 RGS7 RGS8 RHBDF1 RHOBTB2 RHOD RIBC2 RIMS1 RIN1 RIPOR1 RIT1 RNF111 RNF121 RNF13 RNF14 RNF166 RNF19B RNF213 RNF216 ROBO4 ROCK1 RORC RPA3 RPL23AP32 RPL28 RPS6KB1 RPUSD4 RRAD RRAGD RSPO2 RSRC1 RTKN RTL9 RTN2 RTRAF RUFY1 RUFY4 RUNDC1 RUNX1 RUNX1T1 RUNX3 RUSC1-AS1 RXRG RYK RYR1 S100A2 S100A3 S100A8 SALL1 SAMD1 SBSN SCAMP5 SCAP SCFD1 SCN3B SCN4A SCN5A SCRN1 SCT SCUBE3 SELPLG SEMA4A SEMA6D SEMA7A SEPTIN3 SEPTIN4 SEPTIN7 SERF2 SERPINE1 SET SEZ6 SGCG SGIP1 SGK2 SGMS2 SH2B3 SH2D6 SH3BGRL3 SH3BP1 SHISA4 SHISA6 SHOX2 SIX5 SKA2 SKIDA1 SLC12A2 SLC12A8 SLC18A3 SLC1A4 SLC1A7 SLC22A17 SLC24A3 SLC25A26 SLC25A41 SLC26A10P SLC29A4 SLC30A8 SLC35A4 SLC35C2 SLC38A3 SLC39A9 SLC43A3 SLC44A1 SLC44A2 SLC4A1 SLC4A2 SLC5A10 SLC5A7 SLC66A1 SLC6A14 SLC7A11 SLC8A3 SLF2 SLITRK5 SLITRK6 SMAP2 SMARCA1 SMARCA2 SMARCA5 SMARCAL1 SMC1B SMG5 SMIM43 SMYD1 SNCG SNN SNPH SOBP SORBS1 SORBS3 SOST SOWAHA SOX10 SOX12 SOX2 SOX4 SOX5 SPAG6 SPATA6 SPCS1 SPECC1 SPEG SPG21 SPIB SPIN2A SPINK5 SPOCK2 SPOP SPPL3 SPRED1 SPRY4 SPTAN1 SPTBN1 SPTY2D1 SRC SRCIN1 SRD5A3 SRF SRP54 SRPK3 SRPX SRRM3 SSC4D SSX2IP ST8SIA4 STAC3 STAR STARD13 STAT2 STAT3 STAT5A STAT5B STIM1 STMN2 STOML2 STXBP6 SULT2B1 SUMO2 SUMO4 SUPT16H SUPT5H SUV39H2 SV2A SVIL SYNC SYNPO2L SYNRG SYT16 SYT17 SYT6 SYTL1 SYTL2 SYVN1 TACC1 TAFAZZIN TAL2 TAPT1 TAPT1-AS1 TAS1R1 TBC1D2B TBCC TBR1 TBX3 TBX6 TCF12 TCF21 TCF4 TCF7 TEAD2 TEF TENM3-AS1 TENT5C TEX35 TFAP2C TFAP4 TFDP2 TGFB2 TGFB3 TGFBR2 TGIF1 TGIF2 THPO TIMP4 TINAGL1 TLE4 TLNRD1 TMEM100 TMEM104 TMEM105 TMEM109 TMEM125 TMEM126B TMEM17 TMEM178A TMEM182 TMEM184A TMEM25 TMEM255A TMEM35A TMEM79 TMEM86A TMEM8B TMF1 TMOD3 TMOD4 TMUB2 TNFRSF19 TNFSF4 TNKS1BP1 TNNC1 TNNC2 TNNI2 TNNT1 TNNT2 TNNT3 TNRC6C TNS1 TOB1 TOLLIP TONSL TOR1AIP1 TP53BP1 TP53INP2 TPCN1 TPI1 TPM2 TPM3 TPMT TPPP3 TRAF3 TRAF4 TRAM1 TRAPPC3 TRERF1 TRIM39 TRIM46 TRIM54 TRIM62 TRIM8 TRIP11 TRIP4 TRIT1 TRMT10A TRPC4 TRPM4 TRPT1 TRPV1 TSC22D3 TSC22D4 TSEN54 TSPAN33 TTLL7 TUBA1A TUBA4A TUBA4B TUBA8 TUBB2B TUBB4A TUBG2 TUG1 TUSC2 TXN TXNDC12 UBALD2 UBE2B UBE2D3 UBE2H UBE2K UBE2O UBE2W UBR5 UBTF UFM1 UGT1A7 UNC119 UNC13B UNC45B USF1 USO1 USP1 USP13 USP3 USP32 USP32P2 USP49 USP5 USP54 VAMP1 VAMP3 VAMP8 VAT1 VEGFA VEZF1 VGF VGLL3 VPS18 VPS45 VSTM2A VWA5A VXN WBP1L WBP2NL WBP4 WDFY1 WDPCP WDR25 WDR81 WDR83 WDR83OS WDTC1 WNK2 WNK4 WNT10A WNT10B WNT2 WNT2B WNT4 WNT6 WNT7B WNT8B WNT9A WWC2-AS2 XBP1 XCL2 XIRP1 XPNPEP1 XPR1 YARS1 YBX2 YPEL5 YTHDF2 YWHAZ YY1AP1 ZBTB16 ZBTB18 ZBTB20 ZBTB25 ZBTB33 ZCCHC24 ZEB2 ZFAND3 ZFP36L1 ZFYVE1 ZFYVE26 ZMAT3 ZMIZ1 ZMYM2 ZMYM4 ZMYND8 ZNF133 ZNF232 ZNF267 ZNF277 ZNF326 ZNF384 ZNF385A ZNF398 ZNF503 ZNF513 ZNF521 ZNF593 ZNF646 ZNF668 ZNF703 ZNF710 ZNF777 ZRANB1 ZSWIM8 CAGGTA_AREB6_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAGGTA_AREB6_01 ABLIM3 ABTB3 ACKR1 ACKR3 ACSL5 ACTA1 ADAMTS15 ADAMTS19 ADAMTS4 ADAMTSL1 ADRB2 AGBL5 AGER AGPS AGR2 AHCTF1 AICDA ALDH1A2 ALDH3B1 ALDH4A1 ALG10 ALS2 ANAPC16 ANKMY2 ANKRD36B ANP32A ANTKMT AOC2 APLN ARAP1 ARAP2 ARHGAP44 ARID4A ARL4C ART3 ASB9 ASCL1 ASTN1 ATL3 ATP13A4 ATP1A3 ATP6V0A4 ATRAID ATXN7L1 AVPI1 AVPR2 AXDND1 AXIN2 BBX BCL11A BCL11B BCL6 BCL9L BDNF BEST3 BEST4 BMAL1 BMI1 BMP4 BMP6 BMP7 BRINP3 BRPF1 BSCL2 BTG4 BTK BUB3 BZW2 C1orf116 C6orf136 C8orf82 CABCOCO1 CABP2 CABP4 CABP7 CACNA1D CACNA1G CACNA2D3 CACNB1 CACNB2 CADM2 CALM2 CAMK2A CAPN1 CAPN6 CAPZA1 CASK CAST CBLN1 CBY1 CCDC102A CCDC112 CCDC120 CCDC14 CCDC7 CCER1 CCIN CCN5 CCR3 CD37 CD40 CD72 CD74 CDH16 CDH24 CDH6 CDK2AP1 CDK6 CDKL5 CDKN2C CDR1 CELF4 CEP120 CER1 CERCAM CFAP161 CFAP70 CHL1 CHN2 CHPF CHRM1 CHST1 CHST11 CHST9 CHSY1 CIC CIPC CKMT1B CLCN3 CLCN5 CLDN17 CLSTN3 CMTM4 CNOT7 CNTN6 CNTNAP4 COL2A1 CORO1A CREB5 CRLF1 CRTAM CRTC1 CSAD CSF2 CSF3 CSMD3 CSRNP3 CSRP3 CTF1 CUTA CXCR4 CYB5R3 CYLD CYP26B1 CYP3A4 CYP3A7 CYRIA DACH2 DARS2 DBI DBNDD2 DCLK1 DCTN1 DCX DDX17 DENND2B DHH DHRS3 DIAPH1 DICER1 DIO2 DISP2 DLG2 DMD DNAJB5 DNAJC22 DNAJC5B DOCK9 DOLPP1 DPYSL3 DSG3 DTNB DUSP13 DUSP7 E2F8 EDC4 EED EFEMP1 EGF EGFLAM EGLN3 EGR2 EGR3 EIF4G1 EIF5 ELAVL4 ELL ELOC EMX2 ENHO ENOX1 ENPP6 ENSG00000291228 EPB41L1 EPB42 EPHA7 EPHB2 EPS8L1 ERBIN ERG28 ERRFI1 ESCO1 ESR2 ESRP2 ESRRG ETV5 EVC2 EVX1 EXOC3L2 FAM106A FAM117A FAM131A FAM193A FAM193B FAM72A FAM81A FAM83H FBRS FBXL19-AS1 FBXW11 FDPS FERD3L FGF11 FGF13 FGF20 FGF9 FHIT FKBP3 FKRP FLOT1 FN1 FNBP1L FOXA1 FOXB1 FOXD3 FOXG1 FOXN3 FOXP1 FOXP2 FOXP3 FRY FSIP2 FXYD2 GABRA1 GABRA6 GAP43 GATA1 GATA2 GCC2-AS1 GCG GDPD2 GGA2 GGNBP2 GMPR2 GNG3 GNL3LP1 GNRH1 GPC3 GPC4 GPM6A GPR119 GPR152 GPR173 GPR21 GPR22 GPR85 GPRC5C GREB1 GRHL2 GRID2 GRM2 GSKIP H1-2 H1-3 H2AC7 H2BC10 H2BC3 H2BC7 H3C3 H3C4 H3C8 HAS2 HCN4 HDAC4 HDDC3 HEBP1 HEPH HERC4 HFM1 HGF HIC1 HIVEP1 HIVEP2 HMGA2 HMGN2 HMGN5 HNF1A HNRNPH1 HOATZ HOXA13 HOXA3 HOXB4 HOXC10 HOXC4 HOXC6 HOXD4 HOXD8 HPSE2 HTR1F HYCC1 ICA1L ICMT ID4 IER3 IFT52 IGF1 IGFBP5 IGSF10 IGSF9B IL13RA1 IL17F IL1R2 IL1RN IL2 IL22 IL23A IL27 INCA1 ING2 IRS1 ITGB3BP ITGB6 ITGB8 ITIH6 ITPKB ITPR3 JADE2 JAG1 JARID2 JUP KCNA1 KCNAB1 KCND3 KCNE5 KCNH5 KCNJ14 KCNJ15 KCNJ2 KCNK1 KCNS3 KCNT2 KCTD5 KCTD6 KDM6A KHDRBS2 KIF13A KIF1C KIF7 KLF10 KLF14 KLF5 KRT2 KRT8 LAMA3 LAMB3 LAMP5 LAMTOR1 LAMTOR3 LAS1L LAT LBX1 LCE5A LDB2 LDOC1 LEAP2 LGSN LHX5 LHX6 LINC00649 LINC01101 LINC01597 LIX1L LMO3 LMTK2 LMX1A LOXL4 LPAR1 LRATD2 LRFN5 LRIT3 LRMDA LRP2BP LRRC74A LRRFIP2 LRRN1 LRRTM3 LSR LUC7L3 LYNX1 LYPD3 LYPLA2 LZIC LZTS2 MAEA MAMDC2 MAML3 MANF MAP2K7 MAP3K5 MAP4K4 MBD5 MBD6 MBNL1 MDFI MED27 MGAT2 MGLL MIA MIA2 MIR137HG MIR503HG MLLT10 MLLT6 MMP14 MOV10 MPC2 MRPS34 MSI1 MSRB3 MSS51 MSTN MSX1 MTMR10 MTRFR MYB MYH14 MYH7 MYO1E MYOF MYOZ3 MYRF NAALADL2 NACC1 NAT8L NBEA NCAM1 NDP NDRG3 NDRG4 NDUFS2 NECTIN4 NEDD4L NEDD8 NEK10 NELL2 NEUROD1 NEUROG1 NFE2 NFIA NFIB NFIX NKX2-5 NKX2-8 NMBR NMNAT1 NOL4 NOSIP NOTCH1 NPAS3 NPHP4 NPR3 NR1D1 NR3C2 NRG1 NRGN NRK NRXN2 NRXN3 NSMF NSUN5P1 NT5DC3 NTF4 NTN5 NTNG2 NTPCR NUMA1 NUP54 OFCC1 ORAI3 ORMDL2 OSBPL11 OSBPL6 OTOP3 OVOL1 OVOL2 OXR1 PABIR2 PACRG PACS1 PAFAH1B3 PAK6 PBX1 PCDH10 PDE4B PDE4D PDGFA PDGFB PDGFC PDGFRA PDHA2 PDLIM4 PGAP6 PGGHG PGRMC1 PHACTR3 PHC1 PHETA1 PHF12 PHF21B PIAS1 PIK3CG PILRB PITX2 PKHD1 PLA2G2F PLA2G4B PLAGL1 PLCB1 PLEKHG6 PLXNB3 PMS2P5 PNMA5 PNOC PNPO POM121L1P POMZP3 PORCN PPARGC1B PPIA PPM1B PPP2R2A PPP2R2B PPP4R1 PPP4R3A PPTC7 PPY2P PRDM12 PRDM13 PREX2 PRKACA PRKACB PRKCZ PRKN PRLHR PROX1 PRPF38B PRR15 PRRG2 PRSS41 PSD PSORS1C2 PTCH1 PTCHD1 PTGES3 PTGFRN PTGR3 PTHLH PTK2B PTK7 PTMS PTN PTP4A1 PTPN2 PTPRF PTPRR PURA PURG PVALB PWWP3B PXN PXYLP1 PYY2 R3HCC1L RAB1A RAB2A RAB2B RAB43 RAB8B RABEPK RABGAP1L RABL6 RAPGEFL1 RARA RB1CC1 RBFOX2 RBM15B RBM47 REEP1 REPIN1 REPS2 RGS22 RLIM RNASE11 RNF19B RNF43 RPL24 RPL36AL RPRD2 RPS6KA3 RPS6KL1 RRM1 RSKR RUFY4 RUSC1-AS1 RYR2 S100A10 S100A14 S100A2 S1PR1 SAP130 SARNP SCAMP3 SECISBP2 SEL1L3 SELENOO SEMA3F SEMA5A SEMA7A SENP1 SEPTIN4 SEZ6 SF1 SFRP1 SGK3 SH2D1A SH3BP1 SH3D21 SH3KBP1 SHISA6 SHISA7 SIPA1 SIRPA SIX4 SKIDA1 SLAIN1 SLC17A3 SLC18A1 SLC25A28 SLC26A1 SLC26A7 SLC26A9 SLC30A3 SLC34A3 SLC37A4 SLC38A1 SLC39A5 SLC3A2 SLC44A1 SLC44A3 SLC4A10 SLC5A1 SLC5A6 SLC8A3 SLC9A7 SLITRK4 SMARCA1 SMO SMURF2 SND1-IT1 SNW1 SNX13 SOBP SOCS2 SOST SOX12 SOX3 SOX5 SP7 SP8 SPDEF SPRY2 SRCIN1 SRGAP1 SRPK2 SRSF2 ST6GALNAC3 ST7L STAG2 STAG3L4 STC1 STIM2 STK35 STOML2 STRIP1 STRN4 STX5 SULT1E1 SYT5 TACC1 TACR1 TAFA1 TBC1D14 TBC1D5 TBCC TBRG1 TBX19 TBX6 TCEAL3 TCF12 TEAD3 TECTA TET1 TEX2 TFAP2A TGFB2 TGFB3 TGFBI TGIF2 TJP2 TLK2 TLX1 TMEM161B TMEM184B TMEM191A TMEM256 TMEM33 TMEM38A TMPRSS2 TMTC4 TNFRSF19 TNKS2 TOMM20 TRA2A TRAF3IP2 TRIAP1 TRIM52 TRPM7 TRPS1 TRPV6 TSPAN6 TSPEAR TTC39B TUG1 TXNIP TYRO3 UBA1 UBE2D3 UBE2Z UBE4B UBXN10 UCHL1 UCKL1 ULK1 UMOD UNC45A UNC50 UQCR10 USO1 USP2 USP25 USP51 VAMP8 VPS37A VSNL1 VTCN1 VWA7 WDPCP WDR6 WNK3 WRN WWC1 XIAP XYLT2 ZBTB18 ZBTB5 ZC3H18 ZDHHC5 ZDHHC8 ZEB1 ZEB2 ZER1 ZFHX4 ZIC1 ZIC4 ZNF362 ZNF366 ZNF395 ZNF503 ZNF593 ZNF746 ZNF827 ZNRF1 ZSWIM8 CAGNWMCNNNGAC_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAGNWMCNNNGAC_UNKNOWN ANKZF1 AOC2 ATG9A BARHL1 BDNF BEX1 BRINP1 CACNA1B CALB1 CCL21 CDK5R1 CELF3 CHAT CHGA CHGB CHKA CHRNB2 COL5A3 CRH CSMD3 DNER DPH2 DRD2 DRD3 ELAVL3 FGD2 FOXN3 GABRG2 GLRA3 GPATCH11 GPRIN1 GRIN1 GRM1 GSE1 HHATL HNF1A HPCA HTR1A INA JMJD1C KCNH4 KCNIP2 L1CAM LHX3 LINC01138 LINC02363 MAPK11 MGAT5B MIR9-1HG MYF5 MYL10 NEFH NEFM NHLH2 NPPB OGDHL OMG PAFAH1B1 PAQR4 PFN1 PGF PHYHIPL PLAC1 POU4F3 PRG3 PRMT3 PTH1R PTPRN RPH3A RPL4 SARM1 SCHIP1 SCN3B SIGIRR SLC12A5 SLC17A6 SLC25A28 SLC35G2 SYT4 SYT6 TLCD3B TMEM179 TNFRSF19 TSPAN33 VIP WAS ZNF654 ZWILCH CAGNYGKNAAA_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAGNYGKNAAA_UNKNOWN ACVR2B AFF3 AKT2 ALB APPBP2 ATP1A2 BMP1 BNC2 CACNA2D2 CBFA2T2 CDH5 CER1 CHMP2B CLIP1 CLSTN2 CNTN6 DHX30 EDA EIF4A2 EMILIN3 ERGIC1 ETS1 FAM117A FBXL21P GABRB3 GAD2 GFRA1 GNRH2 GPBP1 GRIK3 GRK5 HECTD2 HIGD1B HNRNPD HOXA7 HOXB2 LIX1 MED27 MEF2D MPPED2 MYO18A NKX2-2 NNAT NR3C1 ONECUT2 ORAI2 PDE4D PITX2 PLAC1 PLAGL2 PLPP7 POFUT1 PPP1CB PRKACA PRKD1 PTCHD4 RHOBTB1 RORC RPL13 SAP30L SOBP SOD2 SRSF8 SYNCRIP SYTL4 TBL1X TBL1Y TET2 TGIF1 TNFRSF19 TPI1 TRAM1 TRIB2 UBALD2 UBR5 WDTC1 YPEL5 ZBTB18 CART1_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CART1_01 ABHD17B ACACA ACADSB ACBD5 ADAM11 ANAPC15 ANKS1B ARHGEF10L ARL4C ARPP21 ARRB1 ASIC1 ASIC2 ATP8B1 BACE2 BAMBI BBX BCL11A BCL6 BEND4 BNC2 C1GALT1C1 C1QTNF6 CABLES1 CADM2 CALB2 CALD1 CBL CDH6 CDKL5 CDKN2C CEP290 CFL2 CHD2 CHRDL1 CLCA3P CLDN4 CLRN1 CNMD CNTLN CNTNAP4 CREB5 CRTAC1 CYP46A1 DENND1B DLG2 DLL4 DNASE1L3 EDC4 EFEMP1 ELF5 ELOA ELP4 EN1 ENSG00000291228 EPHA7 ERG ESRRG EYA1 FEZF2 FGF13 FOXB1 FOXN3 FOXP2 FYN GABRA6 GARRE1 GBX2 GOLGA1 GPR85 GPX1 GRM8 HESX1 HIPK3 HOXA11 HOXA3 HOXA5 HOXB3 HOXB5 HOXB6 HOXB7 HP1BP3 HPSE2 HSD3B7 HYCC1 IKZF5 IMMP1L IRX2 IRX2-DT ITPR3 JPH3 KCTD15 KIRREL3-AS3 KLHL13 KRT2 KRT26 KRT84 KYNU LGALS12 LHFPL1 LMO3 LMO4 LOXHD1 LRFN5 LRR1 LRRC15 MAL2 MAP2K5 MBNL2 MDP1 MEF2C MEIS2 MID1 MIR137HG MIR9-1HG MKS1 MOXD1 MPPED2 MSRB3 MTUS1 MYH1 MYH2 MYT1 NECTIN3 NETO1 NEUROD6 NFIX NOL4 NOL4L NOS1 NPHP4 NPTX2 NPVF NRAS OGG1 OTP OTUD7B OTX2 PAK3 PAPPA PATL1 PBX1 PCDHB15 PCF11 PDGFC PDGFRA PDZRN4 PELI2 PHOX2B PLEKHA6 POGZ POU2F1 PPM1E PPP1R2B PRDM1 PRDM10 PRDX2 PRKAG1 PRPF38B PRRX1 PRSS12 PRUNE2 PTCH1 PTF1A PTMA PTPRC RAB2B RAB6A RBFOX1 RCAN1 RCHY1 REEP4 RFX3 RFXANK RIMS2 RLIM ROR1 RPS19 RUNX1T1 SALL1 SALL3 SEC14L3 SEPHS1 SERTAD4 SKA2 SKIDA1 SLC16A9 SLC26A3 SLITRK5 SMARCA2 SOX4 SOX5 SPTB SREK1 STC1 STOML2 TACSTD2 TAFA1 TBC1D21 TCP11L2 TEAD3 TFAP2D THAP6 TMEM117 TMEM132E-DT TMEM178A TMEM255A TNRC6A TRAF3 TRPV1 TSPEAR TTR UBE2E4P UBR5 UNC13B WARS2 WDPCP WNT3 YARS1 ZBTB18 ZC2HC1C ZDHHC21 ZFPM2 ZIC3 ZNF148 ZNF219 ZNF281 ZNF362 ZNF423 CATRRAGC_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CATRRAGC_UNKNOWN ABTB2 ACY3 ADAMTSL1 AFF4 ALDOC AMMECR1L ANK3 ANKZF1 AP5M1 ASIC5 ATG9A ATP2B2 BCOR CARMIL3 CD40LG CELF2 CEP95 CHGA CHRFAM7A CLN5 COL11A1 COL11A2 CREB3 DDX5 DHRS11 DIAPH1 DNAJC14 DPP8 DRG1 EFNA5 EIF4G2 ERG EXOC5 FAM83H FBXL19 FEZF2 FGF14 FSBP FZD1 GADD45A GBX2 GON7 GPM6A GPRIN3 HCN4 HHEX HMGB1 HNF4G HNRNPUL1 HOXA11 HOXA3 HOXB5 HOXC4 HOXC6 HOXD10 HPCA HTR1B ITGB4 JARID2 KCNH2 KCNQ4 KRTAP13-2 LEP LMO3 LONRF3 LZTS2 MACO1 MAG MAP2 MAP4K5 MDM4 MIR17HG MNT MORN1 MOSPD1 MPP3 MYF6 MYH1 MYO18A MYOZ2 NEUROG1 NFATC3 NLK NRXN1 NUDT4 NXPH1 PANX3 PAX6 PCGF2 PCYT1B PLXNB1 PNCK POU4F3 PRKAG1 PRSS27 QSOX1 RAB7A RAPGEFL1 RASAL2 RAVER1 RER1 REX1BD RORB RUNX1 SART1 SELENOS SETD2 SHOX2 SMAD6 SMTNL2 SOBP SPAG9 SPATA3 SRRM3 SRSF6 SSC4D STC2 TBC1D10B TBX21 TCERG1 TEKT5 TENM1 TFAP2E TFE3 TLN1 TLX3 TOB1 TSPAN17 TSSK2 UBR7 USP2 WNT10A YWHAE ZKSCAN8 ZNF271P ZNF276 ZNF423 ZNF513 ZNF654 CATTGTYY_SOX9_B1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CATTGTYY_SOX9_B1 ABCF2 ABLIM3 ACVR2A ADAM15 ADAMTS5 ADAMTS6 ADCY10 ADGRF5 ADNP AMER1 ANK3 ANKRD11 AP1S2 AP5M1 APLN ARF4 ARFGEF1 ARHGEF19 ARID1A ATL1 B3GALT2 BAMBI BASP1 BCL11A BCL2L1 BCL2L11 BMF BMP5 BNC2 BPIFB1 BPTF BRD8 BRPF1 CALD1 CALHM5 CBFA2T2 CCDC85B CCDC92 CD151 CD40LG CD68 CD96 CDC27 CDCA7 CDK2 CDK8 CDKN1A CDR2L CDX1 CELF3 CFL2 CHL1 CHN1 CHST8 CLIC4 CLOCK CNN1 CNN3 CNTF COLEC10 CORO1A CRMP1 CSF3 CYB5D1 CYRIA DAB2IP DBF4 DCLK2 DCX DDAH2 DENND2C DLC1 DLG2 DLX1 DMD DMP1 DOCK4 DPYSL5 DTX1 DYRK1A EDN1 EGFLAM EHBP1 EIF3A EIF4E EIF4EBP2 ELAVL1 ELOVL6 EPHB6 ERG ERH ETS1 EXOC5 FAM13C FAM53B FAM53C FAM72A FANCB FBXL19-AS1 FBXL20 FBXO11 FBXO28 FEN1 FGD4 FGF10 FGF9 FGFR1 FGFR3 FLI1 FOSL2 FOXA1 FOXP2 G3BP2 GFRA1 GJC2 GNAO1 GNG11 GPC2 GPR85 GREB1 GRK5 GTF2E2 H3-3B HAPLN2 HDAC9 HDX HERC4 HHEX HMGB1 HMGN1 HMGN3 HOXA10 HOXA2 HOXA3 HOXB9 HOXD3 HSD11B1 HSPG2 HYAL2 IGF1 IGF2-AS IGF2BP1 IGF2R IL17B ILF2 INCA1 INHBA ITCH JAKMIP2 JPT1 KAT6A KCNN2 KCNQ1DN KIF1B KIF1C KIF20B KLF6 KLHL13 KLK3 KPNA3 KRT14 LAMA1 LHX6 LIN28A LINC01101 LINC02875 LMO3 LOXL4 LRMDA LURAP1L MAML1 MAOB MAP1B MAP4K4 MAPK3 MAPK8IP1 MARCKS MBP MDFI MEIS1 MEOX1 MEX3D MFAP5 MGAT5B MID1 MITF MLLT6 MMP1 MN1 MOSPD2 MPPED2 MPZ MRAP MTSS1 MYCL MYCT1 MYH2 MYL3 MYLK MYO18A NAA38 NASP NAV1 NDRG2 NDST2 NDST3 NDST4 NEUROD2 NGFR NIPAL2 NKX2-2 NOTCH3 NR2F6 NT5C2 NUDT3 NUFIP2 NUMBL NXN OLFM1 OLIG2 OLIG3 ORAI3 OSBP2 OTUD7B P2RX3 PAFAH1B2 PAG1 PAK2 PANK1 PAQR4 PATL1 PAX3 PBX1 PCBP4 PCDH12 PCDH18 PCSK2 PDE7A PDIK1L PDS5B PER2 PHC1 PHF6 PICALM PLEKHA1 PLXDC2 PMCH PMEL PNOC PNRC1 POLB PPP1R16B PRDM1 PRDM8 PRKCH PRKCQ PRM1 PSIP1 PTMA PTPN12 PTPN4 RAB1A RADIL RANBP1 RANBP9 RAPH1 RASSF2 RBM14 RBM39 RBMS1 RDH10 RREB1 RRM2 RSBN1 RTL9 S100A1 SCAI SCD SDCCAG8 SEMA6C SEPHS1 SEPTIN4 SEPTIN9 SERINC3 SFRP1 SIRT6 SIX1 SKIDA1 SLC25A40 SLC26A9 SLC39A8 SLC39A9 SLC4A1 SLC6A9 SLITRK1 SMARCA5 SMARCD1 SNAPC3 SORBS2 SOX14 SOX2 SOX5 SPAG9 SPATS2 SPECC1 SPTBN5 SRGAP1 STAG3 STAT3 STMN1 SUN2 SYTL2 TBC1D14 TBL1XR1 TBX6 TCF4 TEAD1 TFDP2 TGIF1 TIA1 TIAM1 TLCD3B TLE1 TMEM132A TMEM258 TMEM88 TNNI1 TNPO1 TNS2 TOP1 TPM3 TPM4 TRAF4 TREX1 TRIB2 TRIM2 TRMT2A TRMT9B TRPM3 TSSK2 TSSK3 TUBA1A TUBB2B UBE3A VASH1 VAX1 VCL VLDLR VWF WEE1 WNT1 YEATS2 YWHAQ YWHAZ ZCCHC8 ZFAND3 ZFAND5 ZMYND8 ZNF277 ZNF362 ZNF436 ZNF436-AS1 ZNF521 ZNF664 ZNF710 ZNF711 ZNF8 ZSCAN2 CCAATNNSNNNGCG_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CCAATNNSNNNGCG_UNKNOWN ACACA AIFM1 APC2 ARL6IP6 ARX ASXL2 CDK2AP2 CHAC1 CLSPN CREBRF DHCR24 DMAC2L DNAJB9 EDEM1 ELAVL3 EN1 ETV1 FAM193B FAR1 GPX3 H1-2 HES1 HOXA9 IL6ST KHSRP L2HGDH LHX2 LMAN1 MEF2C MEIS1 MRPS18B NCK1 NKX3-1 PAX6 PCNA PDP1 PEX2 PIK3IP1 PNRC1 POU3F3 PPP1R10 PSRC1 RAD9A RCL1 SAP130 SMAD2 SMAD6 SOX2 SQLE SREBF2 ST8SIA1 STX5 TES THAP5 TLE3 TMPO UPF3B UTP18 XPO1 ZDHHC5 CCANNAGRKGGC_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CCANNAGRKGGC_UNKNOWN ACBD4 ADGRB2 ADORA1 ALK ANKRD2 ANKS6 AQP6 ARF1 ARL8B ARMC12 ARMCX6 ARTN BCL6B C11orf52 C1QBP C3orf20 C3orf49 CA14 CABP1 CADPS CCNB1IP1 CCR10 CDC20B CHRM1 CIAO1 CNTNAP1 COL11A1 CORIN CSF3 CSMD3 CXCL12 DAPK2 DENND2C DGKA DLX2 ELN ESR2 EXOSC2 EXT2 FAM177B FBXO16 FIS1 FLT3LG GAD1 GAS7 GFI1B GPR156 GPR37L1 GRK5 GRN GRPR HOXA10 IL6 INKA1 KAZALD1 KCND2 KPNA6 LETMD1 LINC00518 LINC02724 LINC02910 LRCH1 LRP1 MB MDK MED13 MMP1 MTX1 NOP10 NPDC1 NUFIP2 NXN OPCML OTOP2 PCDH12 PCGF1 PIK3R1 PITPNM1 PLXNA2 POU2F3 PTMA PUM2 PYM1 RERG RORA RPL38 RPLP0 RPP25L RPRD1B RPS4X SCN3A SEC31B SERBP1 SLC26A10P SLC35E4 SLCO3A1 SLIT3 SMAD7 SORCS2 SOST SOX10 SRCIN1 SSH2 STAG1 STK32B THBS3 TMEM127 TMEM31 TMEM51 TMEM51-AS1 TOMM40L TSC22D3 TTI1 TYSND1 UPK2 USH1G VSTM2L WWC1 YY1 ZNF366 CCAWNWWNNNGGC_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CCAWNWWNNNGGC_UNKNOWN ABL1 ABRAXAS2 ADK ADNP AP1G1 ARCN1 ARIH1 ATP5MC2 ATRX AZIN1 B3GNT5 BCL2L13 BPIFB2 BSPRY CABP1 CAMSAP1 CCNE1 CDC42BPB CDKN2C CELF1 CNKSR2 CNOT3 COL1A1 CSDE1 DAP3 DMD DRAM2 EIF1B EMX2 ENTPD3 FAM193B FERMT2 FEZF2 FIZ1 FKRP H2BC10 H3C8 HDAC6 HEXIM2 HMGXB4 HNRNPA0 HOXA10 HOXC4 HOXC6 INO80D IRF9 KRT8P41 LSM14A MAP1A MED13 MEPCE NKX6-3 NUDT3 OTX2 PCGF1 POLD4 PPP2R5E RAB22A RABL6 RBM26 RBM39 RIF1 ROBO1 RPL18A RPL4 SALL1 SAT1 SMYD5 SNX13 STAG1 STRN4 TLX3 TRIM8 TSC1 UBE2K UBE3A VEGFA YBX3 YY1AP1 ZBTB47 ZC3HC1 ZCWPW1 ZFX ZFY ZNF326 ZNF524 ZWILCH CCAWWNAAGG_SRF_Q4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CCAWWNAAGG_SRF_Q4 AARSD1 ACTA1 ACTB ACTC1 ACTG2 ANP32E ATRX CALD1 CAVIN2 CFL2 CKM CORO1C CSRP1 DAPK3 DEFB129 DIXDC1 DUSP2 DUSP5 EGR1 EGR2 EPHB1 ERBIN FGFRL1 FLNA FOSB H3-3A HOXC5 HOXD10 HOXD13 INSM1 IRAG1 KCNK3 KCTD15 KLF6 LIN37 LINC00311 LSP1 MAP3K20 MAPKAPK2 MBNL1 MRGPRF MYH11 MYL7 MYLK NKX2-1 NKX2-2 NKX6-1 NPAS2 NPM3 NPPA NR4A1 PCDH7 PDLIM5 PFN1 PHF12 PICALM PLCB3 PLN PODN PPP1R12A PRDM1 PRMT3 PSENEN PTCH1 RAB30 RARB RASSF2 RUNDC1 SCN3B SCOC SP7 SREK1 SRF SUSD1 SVIL SYT9 TAGLN TCF4 TFE3 THBS1 TMEM47 TNNC1 TPM2 TRDN U2AF1L4 UBE2C VIT ZNF644 CCAWYNNGAAR_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CCAWYNNGAAR_UNKNOWN ADCY8 AKR1B1 ALDH1A2 ANGPTL1 APH1A ARHGAP33 ARHGAP5 ARL17A ARL4C ARVCF ATOH1 BCL6 CACNG8 CCNB1 CCT7 CDC45 CDK2 CFAP36 CHD2 CKS1B CLDN14 CLDN16 CPNE1 CTNND1 CYP21A2 CYRIA CYTH2 DAAM1 DAXX DDIAS DHX57 DMD DNM2 E2F4 EDA EEF2KMT EIF1 EIF2AK3 EMG1 EXOC3L1 FAM86C1P FIP1L1 FOXN3 FOXP2 GAN GGN GNAI2 GOLPH3L GRIA3 H2AC25 H2BC26 H3-3B HHEX HLA-DQA1 HNRNPLL HOXA6 HSD11B1 ID4 IL4 IL6ST ING4 JUN KDM3A KPNB1 LDB2 LHX1 LINC00173 LINC01312 LMO1 LRRC41 MACC1 MAGT1 MECOM MED8 METTL26 MFSD2A MKNK2 MORN2 MTMR4 MYH14 NCDN NR3C2 NRXN1 NUCKS1 NXT2 OTOR PAGR1 PCNA PDS5B PHB2 PHF12 PIGT PLK4 PLXNC1 PMEL POLR3GL POLR3H PPM1B PPM1E PPM1L PPP2R2A PPP2R5D PRADC1 PRCP RAB6A RBL2 RBMS1 RCC2 RFX5 RHOB RLIM RLN1 RLN2 RNF213 SCUBE3 SFN SH3RF1 SHC1 SLC22A17 SLC26A9 SLITRK1 SMURF2 SOX4 SP2 SPC25 STARD4 SZT2 TBX19 TERF1 TESK2 TMED10 TMPRSS11F TMTC1 TPGS2 TREX2 TSPAN33 TSPOAP1 TSPYL2 TTC9C TUBA1A UBXN11 UFD1 UQCRH USP2 VGLL4 YBX1 ZFY ZNRF2 CCCNNGGGAR_OLF1_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CCCNNGGGAR_OLF1_01 AAMP ABI3 ABR ADAMTS4 ADAMTSL2 ADCY4 ADCYAP1 ADGRB2 ADRB1 AIFM3 AKAP12 ALKBH6 ALOX12B ANXA9 APBA1 APH1A ARID1A ARL4C ARMCX3 ATF5 ATP1A1 ATP2B3 AXL BAHD1 BANP BAZ2A BCL9L BCOR BMP4 C1QL1 C1QTNF1 C1orf122 C1orf21 C1orf54 C2CD2L C2orf69 C6orf62 CA10 CA2 CA7 CACNA1I CALM1 CBX6 CCDC8 CD248 CD72 CD79B CDC20B CDON CHAT CHCHD7 CHD5 CHL1 CHRDL1 CKM CLDN15 CLEC18C CLVS1 CNTD1 CNTN2 COA3 COL11A2 COL18A1 COL23A1 CTDSPL2 CYB561D1 CYTH3 DAB1 DDR1 DLL4 DLX1 DMPK DNAJC22 DPF1 DPYSL5 DTX3 DUSP22 DUSP4 ECM2 EFCAB5 EFS EGR1 ELAVL3 ELK3 ELL2 ENPP2 EPB41L4B EPHB3 EPN3 ERC1 ESAM ETV4 ETV6 FAXC FBXL19 FBXL19-AS1 FBXO11 FCHSD2 FCRLA FERMT3 FGF11 FKBP2 FLT1 FOXJ2 FSTL3 GASK1B GCNT2 GGNBP2 GIPC3 GIT1 GJC1 GLI1 GNAO1 GNB2 GNGT2 GPM6B GREM1 GRIK1 GRIK3 GRIN2D GRK5 GRM7 H1-0 H3-3B HAPSTR1 HBEGF HCST HEBP2 HIC2 HOXA11 HOXA6 HOXC10 HPCA HR HS3ST2 HS3ST4 ICA1 ICAM1 IGF2R IL11 IL4I1 JARID2 KCND1 KDM3B KDM4A KIF19 KLF10 KMT2A LASP1 LHX2 LIMK2 LIN28A LPP LRFN3 LRIT3 LRP1 LRP8 LRRC20 LRRTM3 LUC7L2 MADCAM1 MAG MAGED2 MAGEL2 MAP4 MAPKAP1 MDGA1 MECOM MEIS2 MGAT4C MLLT6 MMP1 MPST MTMR14 MTSS1 MTX1 MYO19 MYOZ1 NCDN NDFIP1 NDUFS2 NEO1 NEUROD2 NF2 NFKBIA NFKBID NR2E1 NRN1L NTN5 NUP62 OPA3 OPCML P4HTM PACSIN1 PARP2 PATZ1 PAX2 PCBP4 PCGF2 PCYT1B PDAP1 PDGFC PDZRN4 PIAS1 PIGW PLAG1 PLEKHA6 PLPP5 PLXDC2 PNKD POGK POU2AF1 PPFIA2 PPM1N PPP3CB PRDM10 PRDM12 PRPF38B PRR14 PRRC2A PRRX1 PSME3 PTAFR PTHLH PTMA PTMS RAB10 RAB39A RAPGEFL1 RBM10 REEP6 REPIN1 RGS3 RHOG RHOQ RNF43 RNF44 ROBO3 ROGDI RORC RUNX1T1 SBF2 SCG3 SDCCAG8 SEL1L3 SEMA3G SEPTIN9 SFRP2 SGK2 SH3TC2 SLC25A14 SLC25A28 SLC30A5 SLC41A1 SLC9A6 SMARCE1 SMPD3 SNCB SNX13 SORBS3 SOWAHA SP3 SP4 SPATC1L SPIB SPPL2C SSH2 ST3GAL2 ST8SIA4 STAG2 STARD13 STC2 STEAP3 STIM2 SYTL2 TBC1D10B TBX21 TFIP11 TFR2 THBS3 THRA TIAM1 TLNRD1 TMEM132E TMEM132E-DT TMEM182 TMEM187 TMEM255A TMEM59L TNIP1 TNKS1BP1 TNNT3 TNS2 TOM1L1 TPM1 TRAF4 TRIB2 TRIM29 TRIM55 TRIM8 TRMT112 TST TTYH1 TXLNG UBAP1 UBE2N UBTF UNG UPF3B UQCC2 VASN VASP VAT1 WDR13 WNT7B YRDC ZBTB9 ZDHHC14 ZEB2 ZFAND3 ZNF232 ZNF436 ZNF436-AS1 ZNF575 ZNF593 ZPR1 CCCNNNNNNAAGWT_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CCCNNNNNNAAGWT_UNKNOWN ACTN1 ADCY2 AKAP12 AP1G2 ATOH1 ATP5MC2 B3GALT6 BAD BRD3 C9orf72 CACNA1G CAMKMT CDC45 CHD6 CNOT1 CNOT4 CNR1 CORO6 CPEB4 CRYAB CSNK2A1 DEPTOR DHRS9 DHX40 DNAJC7 ECH1 EDA FEZF2 FIZ1 FLOT1 FOXO4 GIT2 GMPR HEMGN HIF1A HOXB5 HSPB2 HSPG2 IER2 IER3 IGF1 IGF2BP1 IGF2R INHBA IRF9 IRX6 ITCH ITGA5 ITGB1BP2 KAT7 KPNA6 LHX6 LINC01465 LMO2 MGME1 MITF MLLT6 MORN4 MRPL49 NCDN NKIRAS2 NLK NOB1 NR2F6 OSBPL11 OTX2 PAGR1 PAX2 PDGFRA PHF8 PLOD1 POGLUT1 PPP2R3C PREPL PRKACA PRKD2 PRRG1 PSMB5 PTBP1 PTCHD4 RALY RILPL2 RPS6KA3 SEC23B SEPTIN7 SNAP25 SNX5 STX10 SZRD1 TAOK2 TBC1D14 THAP1 TIA1 TIAM1 TJAP1 TMUB2 TRIM54 TSPAN33 UFD1 USF1 ZMYND8 ZNF174 ZNF524 ZSCAN32 CCGNMNNTNACG_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CCGNMNNTNACG_UNKNOWN ANKS1A AP1M1 ARHGEF7 ATG5 BMP2K BTAF1 BZW1 CAAP1 CAB39 CAD CANX CEP44 CEP55 CHRD CNOT4 COQ8B CRK CTTNBP2NL CYCS DDX50 DIABLO ELK4 ENDOV FBXO8 FOSB GGNBP2 GNB2 GPM6B GRWD1 HERC1 HIP1 HIRA HMG20B HSPD1 HSPE1 INO80 ITPKC KAT5 KCNN2 KYAT1 MARK3 MFHAS1 MPZL3 MRPL40 MRRF MSANTD2 NSUN6 PPT2 PRKACB PTRH2 RBM18 RFC4 RNF44 RPS27 SDF2 SETX SIKE1 SPINK2 SPRY2 SUPT6H SYNCRIP SYT6 TAF11 THPO TIMM8A TMEM179B TRA2B TTPAL TXN2 UBE2H UQCRB VCPIP1 VMP1 WASHC4 WDR1 WDR48 ZBTB11 ZCCHC9 ZER1 CCTNTMAGA_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CCTNTMAGA_UNKNOWN ACTR1B ADAMTS5 ADCY8 ADD3 ADTRP APOBEC4 ARFIP2 ARL4C ATP6V0A1 AXL BCL11B BLTP3A C18orf21 C8orf17 CATIP CBX6 CCN4 CHD4 CHRDL1 CLN3 CSRNP2 CYTH3 DCP1A DLG1 DNAJB5 DPF3 DTX1 DVL3 ELAVL4 ELP4 EMILIN1 EPB41 ETV6 FBXO2 FBXO44 FBXW4 FKBP8 GCNT1 GHDC GJC1 GMFB GPHN GPR63 GPX2 H2AZ1 HPCA HPSE2 HSD11B1 HYAL2 HYCC1 IER5 IMMP1L INO80 IRF2BP1 ITGA3 KLF7 KRT85 KRTAP17-1 LARP1 LDB3 LMNA MACO1 MAPK10 MBNL1 MEIS1 MGAM MLLT6 MMP15 MPL NIPBL NLGN3 NR2C2AP NR2E1 NR2F2 NRL NTF3 NTRK3 OLFML1 OR13C9 OSR2 P3H2 PATL1 PCDH8 PCGF1 PELI2 PHETA1 PIGR PISD PLCD4 PMEPA1 POU3F3 PRICKLE1 PRSS36 PSD2 PTBP3 RBMX RFX5 RNF19A RNF44 RPL4 SAMD7 SDC4 SEC14L2 SETD7 SIX1 SLC26A6 SLC30A4 SLC7A10 SMAD6 SND1 SP8 STK35 SZRD1 TBCC TEK TEKT4 TGFBR1 TIMM10B TMEM154 TMEM229B TP53BP1 TPGS2 TPMT TRMT9B TSPAN3 USP34 VASH1 WNT5A ZBTB7A ZFHX3 ZFP91 ZMYM4 ZNF462 ZWILCH CDC5_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CDC5_01 ABLIM1 ACSL4 ACSM6 ACTR10 ADAMTS6 ADAMTS9 ADGRB3 AICDA ALX1 ANGPT1 AP1S2 ARHGAP44 ARMCX4 ARPC5L ARRDC3 ATOH1 ATRX B3GNT6 BACH2 BAMBI BCL11B BCL6 BCOR BMAL1 BMPR2 BTBD3 C12orf42 C1orf21 CACNA1C CADM1 CALD1 CCL20 CDC42EP3 CDH6 CDIN1 CDKN2C CENPI CHD2 CHRDL1 CHRNA5 CITED2 CLASP1 CLDN1 COL16A1 CPEB4 CPNE1 CREB5 CSNK1G3 CTNND1 CTTNBP2NL CUTA CUX1 DGKB DIP2B DLG2 DLL4 DNAJC5B DNASE1L2 DUSP14 EDA EDRF1 EGR2 ELP3 EMC4 EMILIN1 ENPP2 ERRFI1 ESRRG EYA1 FAM53C FBXL19-AS1 FES FGF10 FGF12 FNBP1 FOXA1 FOXN3 FOXP1 FOXP2 FRMD4A FUT11 FYN GFRA1 GJA3 GK GLI3 GMCL2 GOLPH3L GPC3 GPR85 GPR87 H3-3B HAO2 HESX1 HIPK1 HIVEP3 HMGA1 HMGB4 HNRNPA0 HOXA11 HOXA9 HOXB7 HOXC12 HOXC5 HOXC6 HOXD10 HOXD12 HOXD9 HRK HSPA2 IL20 IL21 IL25 ING3 INO80B INPP4B ITPKB KCNK12 KCTD15 KLF12 KLF4 KLF8 KLHL32 KLHL4 LIN7A LINC00670 LMNA LMO3 LRFN5 LRR1 LYN MAML1 MBNL1 MGLL MINK1 MN1 MOS MPLKIP MSX1 MTTP MUSK MXI1 MYH6 MYL1 MYL2 NAP1L5 NDRG4 NEK6 NKX2-1 NKX2-3 NLK NOL4 NOVA1 NPTX1 NPVF NRAS NREP NRP1 NRXN3 NSMCE3 ODF1 OSER1 OSR2 OTP PABIR1 PABIR3 PAX2 PBX1 PBX2 PCDH8 PCDHGC3 PDGFA PDZRN4 PHF21A PHOX2B PIK3R1 PIK3R3 PLAG1 PLCB3 PLEKHH3 POGLUT1 POT1 POU3F1 PPARGC1A PPP2R2B PRDM13 PRKACB PRKAG1 PROK2 PRPS1 PRRX1 PSMA8 PTBP3 PURA RARA RASAL2 RBM26 RBMS1 RCOR1 RGS1 RORA RORB RPA2 RREB1 RRH SALL1 SALL3 SAMSN1 SAT1 SCN7A SCP2D1 SCUBE3 SDC1 SEC63 SESN3 SGK3 SHH SLC12A8 SLC27A4 SLC44A5 SLC6A13 SLCO2A1 SLITRK2 SMARCA2 SMTNL2 SNTG1 SOBP SREK1 STAG2 STAT3 SUPT16H SYT4 TAFA1 TCF21 TENM1 TGFB3 TGIF1 TLE1 TMPRSS3 TMSB4X TMSB4XP1 TMSB4XP4 TMSB4XP6 TMSB4XP8 TMSB4Y TNFSF10 TNNI1 TNNI3K TNS2 TRPS1 TSHZ2 UCHL1 UNC13D USP13 VANGL1 VDR VEGFA VSTM2L WBP1L WDR27 XIAP YWHAG ZBTB20 ZFPM2 ZNF516-DT ZNF827 CDPCR1_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CDPCR1_01 ADAM10 AGBL4 AK9 AKIRIN2 AMBP AP3M2 ATXN7L1 ATXN7L2 BARHL2 BHLHE41 BRINP1 BRINP3 BTBD3 CDIN1 CELF4 CIB3 COL2A1 CPNE6 CREM CSMD3 CUL2 CYP26B1 DGKB DIO2 DPH1 DPP10 DUSP4 DYRK2 E2F8 EEF1A2 EGR1 EMP1 ERG ETV1 EXT1 FCHSD1 FGF12 FOXG1 GART GATA4 GINS3 GRB7 GRIK4 HEXIM2 HOXA10 HOXB2 HOXB4 HOXC11 HOXC5 HOXC6 HOXD10 IKZF2 IL15 IL1RAPL1 INSM2 INSRR ITGA7 KAT7 KCNA1 KCND1 KCNS1 KDELR2 KLF15 KMT2A LIN28A LINC00173 MAG MAOB MBNL1 MEIS1 MGAT5B MN1 NFIB NHLH2 NKX2-2 NOG NOL4 NOVA1 NR2F6 NR3C2 NRXN3 NTNG2 NTRK1 NUCKS1 PAX8 PCGF2 PDCD10 PFN2 PHF3 PIGN PIGP PLA2G15 PLXNA3 PPT2 PRR35 PTCHD1 RFX4 RLF RPH3A RTN4RL2 RUNX1T1 SERPING1 SERPINI1 SFTPC SIAH3 SLC12A5 SON ST7 STAG2 STAT5B STEAP2 STMN2 TBC1D14 TBX3 TBX6 TCF7L2 THRA TLE4 TMEM237 TRIB2 TUBA4A TUBA4B TUG1 VAX1 WDPCP ZNF503 ZNF516-DT ZNF689 ZNF827 CDPCR3HD_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CDPCR3HD_01 AASDH ACVR2A ADAM10 ADCK1 AEBP2 AK8 AKIRIN2 ALDOA AMBP ARL6IP1 ASIC1 ATXN7L1 BARHL2 BBOF1 BHLHE41 BRINP1 BRINP3 BTBD3 BTG1 C14orf132 C1orf21 C2CD5 CALN1 CAMK2D CBFA2T2 CBX3 CCDC88A CCL27 CCN2 CDH13 CDIN1 CELF4 CIB3 CLSTN2 COL16A1 CPNE6 CREM CSMD3 DACH2 DACT3 DES DIO2 DLG2 DLG3 DMD DNAI4 DNAJB8 DNAJC11 DPF1 DPP10 DPYSL2 DRP2 DTD2 E2F8 EEF1A2 EGR3 EHF EIF4G2 EMILIN1 EMP1 ESM1 ETV1 EXT1 EYA1 EYA4 FAM3A FAM78A FBXW7 FCHSD2 FGF8 FOXN3 FYN GAL3ST4 GALNT4 GART GATA4 GCK GIT1 GNB2 GRB2 GRB7 GRIK4 GTF2A1L HABP2 HAPLN1 HEXIM2 HNF4G HNRNPA2B1 HNRNPA3 HOXA10 HOXA2 HOXB1 HOXB2 HOXB4 HOXC5 HOXD10 IFRD2 IKZF2 IL15 IL1RAPL1 ING2 INSRR IRX6 ITGA7 JADE2 JPH4 KCNA1 KCNB2 KCND1 KCNH2 KCNH7 KCNQ4 KCNS1 KDELR2 KLF15 KMT2A LHX6 LIN28A LINC00173 LRMDA LRR1 MAG MAX MCF2 MECOM MEIS1 MGAT5B MIER1 MN1 MOAP1 MSI2 MYT1 NABP2 NEGR1 NEUROD6 NFIB NFIX NIN NKX2-2 NOG NOL4 NOL4L NOVA1 NPNT NPR3 NR2F6 NR3C2 NRG1 NTNG2 NTRK1 NUCKS1 NXPH4 OBSCN OSBPL7 OTX1 P2RX3 PATL1 PDCD10 PDE1A PDZD2 PEX1 PFN2 PHOX2B PIGP PLA2G15 PLXNA3 POC1B PRDM14 PRKAG1 PRR35 PRRT2 RAB10 RAB33A RASGRF1 RBFOX1 RBM39 RBM48 RBX1 REEP6 RFX4 RLF ROBO1 RPH3A RTN4RL2 RUNX1T1 S100A10 SERPING1 SERPINI1 SFTPC SIAH3 SIX1 SLC12A5 SLC25A14 SLC38A2 SLC38A6 SMAD1 SMARCB1 SON SOX5 SPACA9 SPP2 SREBF2 ST7 STAG2 STAT5B STEAP2 STMN2 TAB3 TBC1D14 TBX3 TBX6 TCF7L2 TET2 TIMELESS TLK1 TLX1 TMEM256 TMTC2 TRIB2 TRPM7 TSGA10 TSHZ2 TSSK3 TUBA4A TUBA4B TWIST1 UBL3 VGF WDPCP WNK1 YWHAG ZBTB16 ZBTB9 ZNF335 ZNF503 ZNF516-DT ZNF644 ZNF827 CDPCR3_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CDPCR3_01 ADGRL2 AMMECR1L BHLHE41 BMP4 CDK2AP1 CER1 CNTN6 CRH CSMD3 DLX5 DYNC1I2 ETV3 FAM24B FGF10 FGF7 FOXB1 FOXG1 HDAC4 HES1 HNF1A HOXA4 IRAK1 KBTBD12 KCNK18 L3MBTL2 LINC02908 LYPD6 MARK1 MICAL2 MYT1 NFIA NPAS1 NTN1 PAK3 PARP16 PIP5K1A POU2F1 POU3F4 PPARG PTGFRN RBPMS RIPK4 SIX1 SIX3 SLAIN1 SLC44A4 SOWAHA SP6 SPP2 TFAP2D TSPAN6 UPP2 WIPI1 ZIC1 ZIC4 ZNF516-DT ZNF710 CDP_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CDP_01 AAMDC ACER3 ADAM11 ADAMTS6 AFP ALB ATP11AUN ATP6V1B2 BAZ1A CACNA2D3 CALCR CASKIN1 CAST CCND1 CDK19 CEACAM19 CELF2 CHD2 CIB3 CNTLN CSF2 DCDC1 DPH3 EBF2 EDEM1 EGR1 ENSG00000291228 ESRRG FAM169BP FGF12 FGF13 FOXA2 FOXF2 FYN GABRA6 GC HERC4 HOXA3 HOXA9 HOXB8 HOXC4 HOXC6 HS3ST3A1 HTR4 IRX4 KCNT2 KLF14 MDFIC ME3 MEIS1 MGAT4C MITF MN1 MYO1B NDUFA4L2 NEUROD6 NFIX NKX2-2 OTP OXNAD1 PHC2 PIPOX POU2F1 PPP2R5D PRDM12 PRMT5 PTMA RALYL RERE RREB1 RSF1 SCRT2 SIAH3 SLC17A6 SLC5A12 SMOC1 SOAT1 ST6GALNAC5 STMN2 STMN4 SULF2 SVIL TAC1 TAF15 TEX26 THPO TMSB4XP1 TMSB4XP4 TMSB4XP6 TMSB4XP8 TP63 TTR UBR5 WDPCP ZBTB18 CDP_02 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CDP_02 A1BG ACVR2A ADGRL2 AK8 ANKRD2 ATXN7L1 BHLHE22 BIRC8 CACNA2D3 CADM1 CARF CCDC60 CCDC91 CCND2 CDCA7 CDH9 CEACAM19 CNIH1 COLCA1 CPEB4 CS DACH1 DCX DGKB DOCK4 DUSP10 EPHA3 ERG ETV4 FGF9 FOXD3 GBX2 GC GINS3 GNAO1 GNAQ GPM6A GPX1 GRIA3 GTF2IRD1 HCN1 HNF4G HNRNPA2B1 HOXA11 HOXA2 HOXA7 HOXB7 HOXB8 IKZF2 IL1RAPL1 JARID2 KIF1B LCP1 LIF LINC01597 LRATD2 LRCH2 LSAMP MAB21L2 MARCKS MBNL1 MEF2C MEIS1 MINDY1 MLN MROH2B MYH10 MYPN NDST4 NRXN3 OGG1 OTX1 PCGF2 PDZRN4 PHACTR3 PITX2 PKD2L2 POU3F4 PPM1L PRKAG1 PTF1A PTGS2 PTMA RBFOX1 RPA3 RUNX1T1 SALL1 SEMA5B SEMA6A SIAH3 SIX1 SLC1A3 SLC5A10 SLC6A9 SLITRK2 SOX9 SP8 SPACA9 SREBF2 SRPK2 STAG2 SYT1 TBX3 TCF4 TFAP2D TFR2 TMEM255A TOB1 TSHZ2 UCKL1 WDR12 ZNF689 CDX2_Q5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CDX2_Q5 ADAM11 ADAMTSL1 ADCYAP1 AGBL4 AGR3 ALDH1A2 AMOT ANGPT1 ANP32D AOC1 AP1S2 ARL4A ARX ASB2 ASIC5 ATP13A4 ATP5MC2 ATXN7L1 BACH2 BBS1 BMI1 BNC2 BTK C1QTNF7 C3orf14 CABCOCO1 CACNA1C CADM1 CASC2 CBFA2T2 CCDC68 CCDC92 CCER1 CDAN1 CER1 CFL2 CHCHD7 CHMP2B CHST2 CLTC CNTLN CPS1 CREB5 CTAGE4 CTTNBP2NL CXCL13 CYB561D1 CYRIA DAAM1 DARS1 DCAKD DCHS1 DLG2 DLX1 DMD DPF3 DPYD DTNA DVL2 DYNC1LI1 ECM2 ELAVL2 ELAVL4 ELK3 ELP4 ENSG00000255537 ENSG00000291228 EPHA7 EREG FAM172A FAM91A1 FOXA2 FOXD3 FOXN3 FOXP1 FRMD5 FSIP2 GAD1 GCG GMPR GNB1L GPATCH11 GRIK3 H3-3B HECTD2 HMBOX1 HMGA2 HNRNPA0 HOXA11 HOXA2 HOXA3 HOXA7 HOXA9 HOXB3 HOXB6 HOXC10 HOXC12 HOXC4 HOXC6 HOXD3 HOXD9 HSD3B7 HTN1 IFIH1 IGSF22 IKZF2 IL1RAPL1 IMMP1L INPPL1 INS IRX4 IRX6 JAG1 KCTD15 KCTD4 KDM6A KIAA1549L KIF1C KRT20 KRT36 LCOR LEPR LEPROT LHX6 LINC00670 LMO3 LOX LPL LRCH1 LRP2 LSAMP LUC7L LY6G6E MAP2K1 MAP2K5 MARCHF3 MBD5 MBNL1 MBNL2 MBTPS2 MEIS1 MEIS2 MLLT3 MMP7 MN1 MNT MRFAP1 MTFR1L NAV3 NCKAP5 NCOR1 NDRG3 NDUFA4L2 NEO1 NFIB NHLH2 NID2 NKRF NKX6-1 NME3 NMT1 NPVF NR6A1 NREP NRP1 NRXN1 NTF3 PAPPA PAX1 PAX6 PCDH7 PCF11 PCSK1 PCSK2 PDAP1 PDE6D PDZRN4 PHF21A PHOX2B PIK3R3 PLAG1 PLAGL2 PLPP7 PLSCR4 PMF1 PNMA1 PNRC1 POFUT1 POU3F3 POU4F2 POU4F3 PPARGC1A PPP1R12A PRDM1 PRDX5 PRPH PTGES2 PTH1R PTPRR RALYL RAX RGN RIMS2 RNASEH2C ROBO1 RPE65 RPL38 RRM2B RTL10 SBSPON SCML1 SERTAD4 SESTD1 SEZ6 SI SKIDA1 SKP1 SLC13A1 SLF2 SLIT3 SMAD1 SNAP25 SOX14 SOX4 SRPK2 SSBP3 STAG1 SUMO4 SYTL2 TAB3 TASP1 TBL1XR1 TBX5 TCF21 TEKT3 TLE4 TMEM126B TMOD4 TNFRSF17 TOB1 TRERF1 TRIM2 TRMT112 TSC22D1 TSPYL2 TTC12 TWIST1 UBE2C UBR3 VANGL1 VIT VLDLR VWA7 WDR47 WNT8B WSB2 XPO7 ZBTB10 ZFPM2 ZIC4 ZMYM4 ZNF362 ZRANB1 CEBPA_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CEBPA_01 ADRB2 AFF2 ANGPT2 ANKS1B AP1S2 AQP9 ARF6 ARHGEF38 ARHGEF6 ARID1B ARNT ARRDC3 ARRDC4 ASAH2 ASCL2 B2M BCL6 BDNF C2CD5 CA8 CACNB2 CADM1 CADM3 CALML4 CALR CASK CBX4 CBX6 CCDC71L CD109 CD55 CDC42SE1 CDKL5 CFL2 CHM CHML CHMP1B CHST15 CHST7 CIPC CLDN4 CLDN8 CLINT1 CLOCK CLUH CLVS1 COL13A1 COLEC10 CRIM1 CRLS1 CSDE1 CSNK1E CTDSPL2 CUEDC1 DEFB1 DLX1 EDN2 EGFR EHF EIF4A1 EN1 EP300 ERLIN1 ESR1 F5 FAM91A1 FBN2 FBXO11 FBXW7 FCER1G FES FIGN FNBP1 FOXN3 FOXP2 FRMD5 FST FSTL1 GAREM1 GPATCH11 GPBP1L1 GPC4 GPR85 GYPC GYS1 H3-3B HCAR2 HCAR3 HHIP HNRNPR HOXB7 HOXB9 HOXC4 HTR2C HTRA4 ID3 IL19 IL1RAPL1 ITGA11 JARID2 JPH1 KCNJ13 KCNJ2 KDM6A KIF2B KLK3 KMT2E LARS1 LEMD2 LHX6 LINC00114 LMO4 LONRF3 LRATD2 LUC7L3 LYPD1 MAOA MAP2K3 MAP2K6 MBNL1 MCTP1 MEIS2 MIR137HG MITF MLLT11 MOSPD2 MRPL24 MSH5 MTTP MXI1 MYH4 MYL1 MYO1C NCKAP5 NDUFA4L2 NEK10 NFAT5 NOL4 NOTCH1 NPVF NR0B2 NR2F2 NREP NRP2 NRXN3 NXN ONECUT2 OSMR OTX1 OTX2 PCDHA11 PCSK2 PDE4D PDGFB PDP1 PIGV PLA2G4A PLPP5 PPP1CB PPP1R14C PPP3CB PRDM1 PRKAG1 PROS1 PRPS1L1 PTGR3 PUM2 RAB30 RAB3IP RARB RASAL2 RASSF8 RB1CC1 RBBP4 RBM4 RC3H2 RESF1 RGN RHOBTB2 RHOQ ROGDI RPA3 RPS21 RRBP1 RUVBL2 S100A2 S1PR1 SALL1 SAMD7 SBSN SCML1 SEPTIN14 SERPINA7 SERTAD4 SFRP2 SHKBP1 SIAH3 SIRPA SKIDA1 SLC12A1 SLC16A12 SLC24A1 SLC25A12 SLC36A2 SLC44A4 SLC6A15 SLC6A5 SMAD6 SMARCA2 SOBP SORBS2 SOX11 SP3 SP8 SPIB SPRED1 SPRR1B SPTLC2 SSH3 STC1 STN1 SULF1 SYNCRIP SYNJ1 SYT16 TBC1D16 TBR1 TBX6 TCF7L1 THRA TLR8 TNFSF11 TNFSF13B TNR TNS2 TOB1 TRIB1 TRIM37 TRIM8 TSC22D1 TSPYL2 TTC22 TXLNG UBE2E2 USP34 USP5 USP9X WNT10B WNT5A XK XPR1 ZBTB20 ZBTB8OS ZEB1 ZIC2 ZNF470 CEBPB_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CEBPB_01 AAR2 ABCA6 ACAA2 ACAN ACE2 ACSL5 ACVR2A ADAMTS5 ADGRG3 ADRB2 AFF3 AKR1D1 ALB ALDOA AMTN ANKRD11 AP1G1 AP1S2 APC ARID1B ARPP21 ASCL2 ASGR1 BAHD1 BMF BMX BNIP3L BUD31 C1S C2CD2 C3 CACNB1 CAPN6 CASK CASQ1 CBX4 CCNL1 CDC42EP3 CEP41 CEPT1 CFL2 CHAC1 CHD2 CHEK2 CHST9 CLIP1 CLN5 CNOT1 COL25A1 CRIM1 CSDE1 CSNK1E CTNNAL1 DCAF6 DCN DDIT3 DDX47 DLG2 DLX1 DOCK3 DSC1 DUSP1 DYRK1A ECHDC2 EHF EIF4A1 ELMO3 EP300 EPHA7 EPHB6 ERBB4 ERRFI1 ETF1 ETV1 F9 FABP4 FAM217B FAM53C FAM91A1 FAP FAR1 FBXL14 FBXW4 FBXW7 FGF14 FGF9 FHIT FLOT2 FLVCR2 FOXN3 FOXP1 FOXP2 FOXP3 FSIP2 GABRA3 GARS1 GDPD5 GEN1 GLIPR2 GPR3 GPR85 GPX1 GRM7 GYG1 GYS1 H3-3B HEXIM2 HOXA5 HOXC10 HOXC4 IGFBP5 IL10 IL19 IL1B IL1F10 IL23A IMPDH1 IRF5 ITGA5 ITK ITPR3 JADE2 KCNJ13 KDM4A KLF5 KLHL6 KLHL7 KLK9 KRT25 LARP7 LEMD2 LGALS12 LMO4 LPO LRFN4 LRP1 LRRTM3 LUZP1 MAGED2 MAP2K3 MARCKS MARVELD1 MBIP MBNL1 MCEMP1 MCMBP ME3 METTL9 MIDEAS MIR22HG MITF MOSPD2 MREG MTF2 MTSS1 MYBPC1 MYH3 MYH4 MYH7 MYRFL NADK NCKAP5 NDUFA4L2 NFATC4 NREP NRP2 NSD3 OTOP3 P2RY1 P2RY13 PANK3 PAX8 PCDH8 PCDHGC3 PCF11 PCTP PDAP1 PDE1B PDGFC PHF21A PHOSPHO1 PIK3R1 PIM1 PITX2 PLA2G4A PLCB1 PLCB2 PLPP5 POLG PPL PPM1A PPP1CB PPP1R3D PRDM16 PRDX4 PRKCG PTCH1 PTGIR RARB RBM39 RC3H2 RCAN1 RCOR1 RGN RGS3 RHOB RNF17 RORA RUVBL2 S100A8 S1PR5 SARS1 SBSN SCYL2 SFTPD SFXN4 SIAH3 SKIDA1 SLC12A1 SLC25A35 SLC39A13 SMC6 SPAG9 SPIB SPRR1B SPRY4 SPTLC2 SRPK1 ST18 STC1 STC2 STK39 STRN SULF1 SYNCRIP TAFA1 TBC1D10B TBL1X TBL1Y TBR1 TFDP2 TFE3 TNF TNFSF13B TNFSF14 TNNC2 TOB1 TP63 TPM2 TRIB1 TSPAN5 TUBA1A TUBB6 USP9X VAMP3 VIT VNN3P VPS13C WDR81 WNK2 WNT10B WNT6 YIPF7 ZBTB18 ZFYVE9 ZIC1 ZIC4 CEBPB_02 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CEBPB_02 ACAN ACLY ADRB2 ALDH1A2 ANGPT1 AQP9 ARF6 ARHGEF38 ARID1B ARNT ARRDC3 ASAH2 ASCL2 ASGR1 ATAD2 ATP13A4 BAZ1A BCL11A BCL6 BDKRB1 BDNF BMF BNC2 BNIP3L BUD31 C1QL1 C1orf122 CACNB2 CASK CASS4 CAVIN2 CBX4 CCL3 CCND2 CDKL5 CDKN1B CEP120 CHD2 CHRM1 CIPC CITED1 CITED4 COL4A3 COL4A4 CP CPNE4 CSMD3 CSNK1E CTDSPL2 CUEDC1 CYP24A1 DBH DCAF6 DDR2 DENND2D DENND4A DLX1 DMD DUSP1 DYRK3 EDN2 EFNA5 EHF EIF4A1 EIF4A2 ELAVL2 ERF ERLIN1 ESR1 FAM217B FBXW7 FCER1G FGA FGB FGF14 FIGN FMO2 FOXN3 FOXP1 FRMD5 FST G0S2 GLP2R GOT1 GPATCH11 GYS1 H1-2 H2AJ H2AZ1 H3-3B HAVCR1 HECTD4 HNRNPR HOXA5 HOXC13 HSP90B1 ID3 IL19 IL1RAPL2 IL27 IP6K2 ITGA11 ITPR3 JADE3 KCNE3 KCNH7 KCNJ13 KCNJ2 KPNA3 KRT23 LCOR LEMD2 LEP LINC00670 LMO4 LONRF3 LUZP1 LYPD1 MAP2K6 MAP3K3 MAP4K4 MBNL1 MED12L MEOX2 METTL9 MIDEAS MMP27 MOSPD2 MPPED2 MRC2 MTF1 MYO1C NAT9 NCKAP5 NDRG1 NEK6 NFE2L2 NFIL3 NFKBIA NFKBIZ NHLH1 NLRP3 NOL4L ONECUT2 OPN1LW P2RY4 PAFAH2 PALS2 PBDC1 PCDH7 PCF11 PCTP PDAP1 PDCL PDE3B PDE4D PDGFB PDGFRA PDGFRL PER1 PFN2 PHLDB1 PHOX2B PIP5K1A PITX2 PKNOX2 PLA2G2E PLA2G4A PLPP5 PPARG PPL PPM1B PPP1CB PPP1R3D PRDX3 PRG4 PRLR PRR14L PRR15 PTGR3 PTPN12 RAB2A RAB3IP RAB44 RAD23B RASAL2 RBM39 RBPMS RC3H2 REXO2 RFX4 RGR RHOB RIN3 RPA3 RPS21 RRBP1 RS1 RUVBL2 S100A9 S100PBP SARNP SBF2 SBSN SEPHS2 SERPINA7 SERPINF1 SERTAD4 SHKBP1 SIRPA SKIDA1 SLC12A1 SLC19A3 SLC25A12 SLC6A4 SLC7A11 SLIT3 SMAD1 SMAD6 SMARCA1 SMARCA2 SMARCAD1 SMIM29 SOBP SOCS2 SOX10 SOX5 SP8 SPIB SPRED1 SPRY4 STAT3 STEAP2 STEAP4 STX18 SULF1 SYNCRIP SYNJ1 TAC1 TBR1 TCF12 TGFB3 TGIF1 THRA TMEM104 TMEM255A TMPRSS4 TOB1 TOP1 TRIB1 TRMT10A TRPM1 TSHZ2 TSHZ3 TTC39B TXLNG UBE2E2 UBQLN1 UGP2 VCAN VNN3P WNT5A YRDC ZBTB20 ZEB2 ZNF217 CEBPDELTA_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CEBPDELTA_Q6 AAR2 ABHD11 ACE ADK AMMECR1L ANKRD11 ANKRD22 APEX2 ARID1B ARID4B ARIH1 ARL3 ARRDC3 ASB18 ATF3 ATP13A4 BDNF BHLHE22 BTLA BUD31 C2CD2 C7orf33 CACNA2D3 CAMKMT CARMIL1 CAVIN2 CCDC47 CCND2 CCNL1 CDC42 CDIN1 CDK6 CELF4 CER1 CFB CHD2 CHST15 CITED2 CLIP1 CNOT1 CNTNAP2 COPS2 CPS1 CREB5 DAB1 DCTN2 DDX42 DDX52 DEFB1 DLGAP4 DMD DNASE2B DOCK3 DOK3 DPF3 DTD2 DTNA ECHDC2 EFEMP1 EGFR FABP4 FAM24B FAM53C FAM91A1 FBXW7 FCMR FEZF2 FLI1 FOS FOSB FOXA2 FOXO3 FOXP1 FOXP2 G0S2 GABRA3 GABRB2 GALK2 GAREM1 GGPS1 GJB1 GLA GLRA2 GPC4 GPD1 GPR22 GPR85 GRK2 GRM7 GTF3C2 H2AZ1 HDGF HEPACAM HNRNPH1 HNRNPH2 HOXA11 HOXA3 HOXB8 HOXB9 HOXC13 HOXC4 HOXD12 HSH2D IGFALS IKZF2 IL1RN IL23A INTS5 ITGA5 ITGB3BP ITGBL1 ITPR3 JUN KANK4 KCNS3 KDM6A KLK9 KRT25 LCOR LHX6 LINC00114 LINC00305 LIPG LMO3 LRATD2 MAB21L2 MAP2K3 MAPK9 MARCKS MBNL1 MBNL2 ME3 MID1 MIDEAS MITF MMGT1 MRPS18B NDUFA4 NDUFA4L2 NEDD4 NEO1 NEUROD1 NEUROG1 NNMT NOTCH1 NR1H3 NR4A1 NR4A2 NREP NSD1 ODAD4 ORMDL2 OSM OTP PAK6 PCBP1 PCSK2 PDAP1 PDE1B PI15 PIK3R1 PIPOX PLA2G4A PLEKHA6 PPM1A PPP1R10 PRDM8 PREPL PTCH1 PTEN PTGIR PTGR3 PTPRN RAB3IP RARB RASL10B RBFOX1 RBM39 RC3H2 RIN1 RNF103 RNF17 RORA RPA3 RPH3A S100A3 S100A9 S1PR5 SARNP SBSN SCYL2 SDK1 SEMA3A SEMA6D SERPINF1 SFXN2 SGIP1 SIAH3 SLC25A35 SLC35C2 SLC44A1 SLC4A10 SLC7A11 SMAD1 SPATA8 SPIB SPRR1B SREBF2 SRSF1 SRSF8 STC1 STC2 STX19 SYT11 TAC1 TAL2 TBC1D10B TBX6 TFE3 THRA TIMP3 TLX2 TNKS1BP1 TNNC2 TNS2 TRIB1 TRPM3 TSHZ3 TTC12 UBALD2 UBE2E2 UNC13D USP9X VAMP3 VIPR2 WARS1 WBP1 WNT10B WNT6 ZBTB10 ZBTB18 ZEB2 ZFYVE9 ZNF423 ZNF428 ZNF516-DT ZNF687 CEBPGAMMA_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CEBPGAMMA_Q6 AAK1 ACSL4 ACTN3 ADAMTSL2 ADARB2 ADPGK ALB ALDH1A2 ALKBH1 ANKS1B ARHGAP30 ARL4C ATL2 B4GALT2 BCAS1 BHLHE22 BRAF C1orf122 CAMK2G CAPS CASC2 CASZ1 CDC42EP3 CDCA3 CDK11A CDK11B CDK6 CDKL5 CDKN1B CELF2 CHD5 CHRNA6 CNTLN COL3A1 CPNE1 CRACDL CREB5 CRLF3 CSF2 CSNK1G3 CSNK2A2 CTBP2 CTNNAL1 CTNNBL1 CXCL9 CYCS DAAM1 DDAH2 DGKA DHX40 DLG2 DLX1 DMP1 DRG1 E2F8 EGFL6 EIF5 ELAVL2 ELOA2 ENTPD1 EYA1 FAM53B FAM83H FARP1 FES FLI1 FOXN3 FOXP2 FZD2 FZD4 G0S2 GABRA1 GNAQ GNPNAT1 GPBP1 GPLD1 GPR18 GPR22 GRIN2B GSTO2 H3-3B HABP2 HESX1 HNF4G HOXA3 HOXA4 HOXA9 HOXB2 HOXB3 HS2ST1 HS3ST5 HSD11B1 HTRA4 ID4 IL10 IL3 IMPDH1 ITGB3BP JARID2 JMJD1C KCNA1 KCNF1 KCNJ13 KCNQ5 KIF2B KIT KLF7 LBX2-AS1 LDB2 LEAP2 LHX6 LINC00525 LMO3 LMO4 LRR1 LSAMP LUC7L3 MARS1 MEF2C METAP2 MGLL MID1 MITF MN1 MNAT1 MOAP1 MRRF MYH2 MYO18A NAV3 NCALD NCKAP1L NDST2 NEDD4 NF1 NIPBL NOVA1 NPM3 NPR3 NR2F1 NR6A1 NRAS NRP2 NSD1 NSD3 NSRP1 NTRK2 OIT3 OPALIN OR9A4 OSBPL9 PABPC1 PACSIN3 PAK1IP1 PAQR9 PCDH18 PDGFRA PDS5A PDZK1 PDZRN4 PHYKPL PLA2G4D PLBD1 POU5F1 PPARG PPARGC1A PPFIA2 PPP1R12B PPP1R8 PPP3CB PPP4R3C PRDM1 PRDM13 PRKAG1 PROKR2 PRRT2 PRUNE2 PSMA1 PTCHD4 PTH2R PTK2 PTK7 PTPRG PURA PYM1 RALGDS RASGRP3 RBM18 RCOR2 RFX8 RORB RPLP0 RTL3 RTL9 RUNX1T1 SALL1 SALL3 SCAMP3 SCG2 SCP2D1 SELENOF SEMA6A SEPHS1 SERPINB2 SERTAD4 SHISA6 SKIDA1 SLC10A7 SLC38A1 SLC39A13 SLC6A5 SLIRP SLITRK2 SMARCE1 SOAT1 SOBP SOX14 SP6 SP8 SPAG9 SPATA18 SRP68 SSH2 SST ST18 STC1 SYT16 TAC4 TASOR TBX6 TCEA3 TCEAL8 TFAP2D TMPO TRAF3IP3 TRERF1 TRIM8 TTL TUT1 UBE2K UGDH UNC13B UNC13D USP5 UXT VXN WBP4 WDR64 WTAP WWP1 YRDC YWHAG ZBTB20 ZBTB32 ZDHHC24 ZNF503 ZNF516-DT ZNF547 ZSCAN29 CEBP_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CEBP_01 ABI3 ACLY ACVR2A ADM AKIRIN2 AKNAD1 ANGPT2 ANGPTL2 ANKRD20A19P ANKRD42 ARAP2 ARHGAP5 ARHGAP6 ARHGEF25 ARMC5 ARMCX4 ARRDC4 ASCL4 ATOH1 ATRX BCAR3 BCL11B BNC2 C1orf116 C1orf122 C5orf64 CACNA2D3 CACNB1 CACNG2 CADM1 CALN1 CASK CCDC177 CCDC6 CCDC71 CD86 CDH13 CDH16 CHCHD7 CHD6 CLDN16 CLDN2 CMSS1 CNIH4 CNTLN COL2A1 CPEB4 CS CSAD CSK CSTPP1 CYP2D6 DAPK1 DDX52 DENND2B DLG2 DLL1 DMD DNM3 DOCK9 DST DUSP2 DZANK1 EDNRA EGR2 ELAVL2 ENAM EPC2 ERG EVA1A EVI2A EYA1 FABP1 FAHD1 FAM180A FAM27E5 FGF13 FIBIN FIGN FLI1 FOSB FOXD3 FOXP1 FUT8 GARRE1 GCNT2 GIGYF2 GNAZ GNGT2 GPX1 GRIN2B GSTA4 HAGH HAND2 HBP1 HDAC4 HEY1 HIGD1A HOXA10 HOXA11 HOXB3 HOXB6 HPCAL1 HS3ST3B1 IGFBP5 IL13 IL1RAPL1 IL2 IL20RB INIP IP6K2 ITGB1BP2 JARID2 KCNJ1 KCNK2 KCNQ4 KCTD4 KDM6A KMT2D KPNA3 KRT36 KRTAP11-1 LBX1 LEMD2 LMO3 LRFN5 LRRTM1 LSAMP LTBP1 MAP4K4 MDGA2 MECOM MEIOB MINDY1 MNT MSRB1 MTSS1 MYBPC1 MYLIP MYOCD MYPN NCDN NCKAP5 NECTIN1 NEK10 NEO1 NEUROD1 NEUROG1 NFATC4 NFKBIZ NIM1K NKX2-1 NKX2-2 NPAS2 NPR3 NR3C1 NRAS NREP NSG2 NUDCD1 NUDT10 NUDT3 NUP155 OLFM2 OPALIN OR2C1 OR6C3 ORAI3 OSR2 OTX1 OVOL2 PAGE4 PAK1IP1 PALLD PCDH8 PCDH9 PDE3B PER2 PEX16 PFKFB1 PHF21A PHOX2B PLEK PLXNC1 POLR3F POU3F3 POU3F4 PPM1E PPP1CB PPP2CA PRDM1 PRDM10 PRELP PRKCG PRUNE1 PSMA1 PURA PURG RALY RAMP1 RBFOX1 RBM14 RBM39 RBMS1 REEP6 REST RGS3 RIMS1 RNF19A RNF43 RORA RTL3 RUSC1-AS1 S100A9 SAMSN1 SEMA3A SEPHS2 SEPTIN9 SGIP1 SHOX2 SIAE SIAH3 SKAP1 SLC24A4 SLC25A35 SLC31A1 SLC35A2 SLITRK3 SMAD5 SNTB2 SOX2 SOX5 SPA17 SPINK5 SRSF6 SSBP3 SSTR5 STN1 STOML2 SUMO2 SUPT16H SUPT4H1 SV2B SYNE2 TAAR9 TACSTD2 TAPT1 TAPT1-AS1 TBC1D8B TBL1X TEC TGIF1 THBS1 TMEM255A TNF TNFSF10 TNMD TOP1 TPM1 TRA2A TSC22D3 TSHZ3 UBE2O UBXN10 USP32 VAX1 VGLL3 VSNL1 WNT1 WRN WWP2 YRDC YTHDF1 ZBTB9 ZEB2 ZNF436 ZNF462 CEBP_C https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CEBP_C ABRAXAS2 ACSL5 ACVR1 ADRB2 AHNAK ALDOA AMTN AP1S2 APC ARMCX4 ASCL3 ATAD5 BCL11B BCL2L13 BDNF BEND6 BOC C12orf50 C18orf21 C22orf31 C6orf15 CA3 CACNA2D3 CACNG2 CCN2 CEBPB CELF3 CGNL1 CHAT CHD2 CHD6 CHST9 CREB5 CRIM1 CTNNBIP1 DCN DDR2 DENND4A DIS3L DLG2 DLX1 DMD DNAJB14 DYNC1LI2 EHF ENTHD1 EPC2 ERC1 ETF1 ETV1 FBXW7 FGF12 FGF14 FKBP3 FOXO3 FOXP1 FSIP2 FSTL1 GATA4 GGNBP2 GLRA2 GLRA3 GOT1 GPLD1 GPX1 H3-3B HDAC9 HLX HOXA3 HOXB7 HOXC4 HSD11B1 HYPK IKZF4 IL1RAPL1 IL1RAPL2 ING3 IRX6 ITPK1 JAKMIP2 JMJD1C JUN KCNMA1 KLF5 LBX2-AS1 LEMD2 LIN54 LMO3 LRRTM1 LRRTM3 LRTOMT LTB LUC7L MAGED2 MAP2K3 MAP2K6 MAP4K4 MAS1L MBNL2 MEIS1 MITF MRPL12 MSL3 MYL1 NCKAP5 NDN NEUROD1 NFKBIA NFX1 NOSIP NPTN NR1D1 NTRK1 NUDT3 NUMA1 NUP153 OSBPL6 OSMR OVOL1 P2RY1 PDE4D PDGFRA PER1 PHACTR4 PIK3C2A PIK3R1 PLA2G4A PLAG1 PLAGL2 PLCB2 PLEKHS1 POFUT1 PPCDC PRDX6 PRG4 PROX1 PRRG2 PTAFR PTPN12 PTPRU RAB1A RAB6A RABGAP1L RAD23B RARB RASGRP4 RBFOX1 RBM39 RELA RERE RFX4 RGS8 RHOQ RLF RNF38 RNF39 ROBO4 ROR1 RORA RPS19 RRM1 RTL3 RTL9 SARNP SARS1 SAT1 SAV1 SCAF11 SCML1 SEC14L3 SEMA7A SERPINB2 SEZ6 SHISA6 SLC12A1 SLC22A8 SLC24A4 SLC39A14 SLC44A4 SOX4 SSX2IP STAG2 STC2 STK40 SUPT4H1 TAFA1 TGM3 TMEM145 TNNC2 TP63 TSC22D1 TSGA10 TSPAN7 TTC9C TUBA1A UBE2E4P UNG USP2 VEGFA VNN3P WNT10B ZFHX3 ZIC1 ZIC4 ZMAT4 ZNF137P ZNF676 CEBP_Q2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CEBP_Q2 AAMP ADRB2 AFF2 AHSG ALDH1A2 AMTN ANGPT1 ANKRD20A19P ARF6 ARHGEF38 ARHGEF6 ARNT ASAH2 ASCL2 ATAD2 ATP5F1C BDNF BEND4 BUD31 C1QL1 C1orf122 C2CD5 C3AR1 CADM1 CALML4 CASK CASQ2 CASS4 CBX4 CDIN1 CDKN1C CELF4 CEP120 CEP41 CFL2 CGN CHAC1 CHD2 CHM CHST15 CHST7 CLIC4 CLOCK CLRN1 CLU CLUH COL13A1 COL4A3 COL4A4 COLEC10 CRYZL1 CSF3 CSNK1E CTDSPL2 CTSK CYTOR DDIT3 DIS3L2 EDN2 EHF EIF4A1 ELAVL2 ERLIN1 FBXW7 FCER1G FGF14 FKBP2 FOXN3 FOXP1 FST G0S2 GEN1 GPATCH11 GSK3B GYS1 H3-3B HDAC4 HJV HMGN2 HNRNPH1 HOATZ HOXB7 HOXB9 HPCAL1 HTR2C ID3 IER5L INPP4A IP6K2 ITGA11 ITPK1 ITSN1 JADE3 JARID2 KCNH7 KCNJ13 KIN KRT23 KRT24 LCOR LHX6 LIPG LMO3 LONRF3 LRRTM3 LRRTM4 LYPD1 MAP2K6 MAP4 MAPK14 MARCHF1 MEOX2 MIDEAS MIR137HG MIR22HG MITF MPPED2 MYL1 NCKAP5 NEK10 NEO1 NEUROG1 NFE2L2 NFIL3 NFKBIA NFKBIZ NHSL2 NOL9 NR2F2 NRP2 ODF1 OMA1 OMD ONECUT2 OSMR OTX2 PALS2 PAX6 PCTP PCYT2 PDAP1 PDE3B PDE4D PDGFB PDGFRA PER1 PFN2 PIP5K1A PKNOX2 PLA2G4A PLCB1 PLPP5 PNKD PPP1CB PPP1R3A PRDM16 PRKG1 PRMT3 PROS1 PRRC2A PTGIS PTGR3 PTPN12 PTX3 PURA PYGO1 RAB3IP RASAL2 RBPMS REXO4 RGN RHOBTB2 RNF152 ROGDI RRM2B RUVBL2 S100A8 S100PBP SBF2 SERPINA7 SFRP2 SHKBP1 SIAH3 SKP2 SLC1A2 SLC23A1 SLC25A12 SLC38A2 SLCO1C1 SLIT3 SLITRK2 SMARCA2 SNX27 SOBP SP6 SPRED1 SRSF2 SRSF6 STAG1 STAT3 STC1 STK40 STX18 SUV39H1 SYNJ1 SYT16 SYT4 TAC1 TAS1R1 TBC1D16 TBX6 TBXAS1 TCEAL1 TCF12 TCF4 TCF7L1 TENT5D TFAP2D THRA TM6SF1 TMEM132E TOB1 TRPM1 TSC22D1 TSHZ3 TTC39B TTLL6 TTN TXLNG UBE2E2 UBQLN1 USP9X VAMP1 WDR44 WDR81 YRDC ZBTB20 ZFP36L1 ZNF423 CEBP_Q2_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CEBP_Q2_01 ABHD6 ACAN ACSL5 ADAM9 ADAMTS2 ADAMTS5 ADH7 ADRB2 ALB ALDH1A2 ANGPT1 ANO1 AP1S2 APC ARF6 ARHGEF38 ARID1B ARRDC3 ASAH2 ASCL2 ASGR1 ASGR2 ATAD2 ATP13A4 BCL6 BDNF BEND4 BMX BNC2 C1orf122 C2CD2 C2CD5 CADM1 CALD1 CALML4 CALR CAMKMT CASK CAVIN2 CBX4 CCL3 CCL8 CCN1 CDKN1C CEP120 CEP41 CEPT1 CFL2 CGN CHD2 CHST15 CIPC CITED1 CITED4 CLASP1 CLDN8 CLN5 CRH CRIM1 CSDE1 CUEDC1 DBH DCN DENND2D DENND4A DLG2 DLX1 DMD DOCK3 DYNC1H1 DYRK3 EBF2 EFEMP1 EGFR EIF4A2 ELAVL2 EPHB6 ERF ERG ESR1 ETV5 ETV6 EYA1 F9 FAHD1 FAM217B FAM91A1 FBXL14 FBXO40 FBXW7 FGA FGF14 FIGN FMO2 FOXN3 FOXP1 FOXP3 GABRR2 GPC4 GYS1 H1-2 H3-3B HAGH HDAC4 HERC4 HIVEP3 HOXA1 HOXA10 HOXA2 HOXA5 HOXB7 HOXC4 HOXC6 HOXD9 ID3 IL19 IL1F10 IL1R2 IL1RAPL1 IL27 JADE3 JUN KCNJ13 KIF2B KLF12 KLF5 KRT23 LCOR LEMD2 LHX6 LINC00114 LINC00472 LIPG LMO4 LNPK LONRF3 LRIT3 LRRTM3 LUZP1 LYPD1 MAP2K3 MAP2K6 MAP3K3 MARCHF1 MBNL1 MED12L MIDEAS MITF MKNK2 MLH3 MMP27 MOSPD2 MREG MTTP MYH10 MYH4 NADK NAT9 NCKAP5 NDP NDUFA4L2 NEO1 NEUROG1 NFE2L2 NFIL3 NFIX NFKBIZ NPVF NREP NRP2 NRXN3 PALS1 PALS2 PAX8 PCDH7 PCDHB4 PCDHGC3 PCTP PDE4D PER1 PIGP PITX2 PLA2G4A PLCB1 PLCB2 PLPP5 PLS1 PPL PPP1CB PPP1R3D PRDX3 PREPL PRKG1 PRRC2A PTEN RAB2A RARB RBM4 RGR RHOB RIN3 RNF17 RUVBL2 S100PBP S1PR5 SBSN SEMA6D SERPINA7 SIAH3 SIK3 SIRPA SLC12A1 SLC25A35 SLC39A13 SLC40A1 SLC6A15 SLIT3 SNX12 SOBP SOX5 SPAG9 SPIB SPRED1 SPRR1B SPRY4 SPTLC2 STC1 STC2 STMN1 SULF1 SYNCRIP TBR1 TBX6 TBXAS1 TCF12 TCF7L1 TESK2 TFE3 THRA TLR8 TM2D2 TMBIM6 TMEM104 TNFSF13B TNFSF14 TNFSF15 TNNC2 TNS2 TOB1 TP63 TRIB1 TSC22D1 TSHZ3 TSPAN5 TTC22 TTLL6 TXLNG UBE2E2 USP34 USP9X WEE1 WNT10B WNT3 WNT5A WNT6 XDH XKRX YRDC YWHAG ZBTB20 ZFP36L1 ZNF428 CEBP_Q3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CEBP_Q3 ACSL5 ADAMTS2 AGER ALB ALDH1A2 ALDH5A1 ANKS1B ANP32A AQP9 ARHGEF38 ARNT ASAH2 ASCL2 ATOH1 BCL11A BCL11B BCL6 BDNF BRD2 C1QTNF4 C2CD5 C5orf64 CADM1 CADM2 CALD1 CALR CAPZA2 CBX4 CCDC138 CCDC91 CCL8 CCN1 CCR3 CD200R1 CD55 CDK16 CEP120 CFL2 CHIC2 CHMP1B CITED4 CLTC CNTLN CRH CTAGE1 DDIT3 DDIT4L DGKH DLG2 DMD DOCK8 DYRK3 EDNRA EFNA5 EIF4A2 ELAVL4 ERBB2 ETV5 FAM53B FAM91A1 FBXW7 FIGN FOXN3 FOXP2 FOXP3 GJA3 GNAO1 GPC4 GPLD1 GSTA4 GYS1 HERC4 HHIP HMGN2 HMGN3 HNRNPR HOXA5 HOXC4 HOXC6 HOXD10 HS6ST2 HTR2C ID3 IL19 IL1RAPL1 IRX5 JARID2 JUN JUNB KAT7 KCNJ13 KIF2B KITLG KPNA3 KRTAP11-1 LCOR LEMD2 LIPG LMO4 LPAR4 LRRFIP2 LRRTM3 MAOA MAP2K3 MAP2K6 MAP3K20 MAP3K3 MARCHF1 MED13 MEIS2 MIA2 MID1 MIDEAS MMP27 MN1 MNT MOSPD2 MSRB1 MXI1 MYH1 MYH4 MYH8 MYL3 NAB1 NAT9 NCAM1 NCKAP5 NDUFA4L2 NEUROG1 NFATC4 NFE2L2 NFKBIZ NNAT NPVF NR0B2 NR2F2 NRXN3 NSUN6 NUDT18 NUP155 OFCC1 ONECUT2 OPN1LW OVOL2 PALLD PALS2 PAX7 PAX8 PBDC1 PBXIP1 PCDHA11 PCGF1 PCTP PDGFB PDGFRB PDRG1 PER3 PHOX2B PIGP PITX2 PLA2G4A PLAC1 PLCB2 PLS1 POU3F4 PPM1E PRG4 PRKAG1 PRKCG PTEN PTGR3 PUM2 PURA RAB30 RAB3IP RARB RASSF8 RGS18 RGS22 RHOB RNF17 RORA RRBP1 RS1 RUVBL2 S100G S100PBP SEPTIN14 SEPTIN9 SERPINA7 SFMBT1 SFSWAP SHKBP1 SIRPA SLC12A1 SLC25A35 SLC35G2 SLC36A2 SLC44A4 SNCAIP SNX12 SOBP SOX1 SPAG9 SPIB SPOP SPRED1 SPTLC2 SS18 SSR1 STK33 SUPT3H SUV39H1 SYNCRIP SYNE2 TAGAP TBL1X TBL1Y TBR1 TBX5 TCF12 TFAP2D TGFB2 THRA TIMM8A TLR8 TMEM104 TMEM126B TMEM268 TMEM71 TMEM88 TNFSF10 TNNC2 TOB1 TRMT10A TRPM1 TRPS1 TSPAN7 UBE2E2 UBXN1 UBXN10 USP34 USP9X WNK1 WNT10B WNT3 WNT5A XKRX ZBED5 ZBTB20 ZNF28 ZNF428 ZNF462 ZNF470 ZNF654 ZNF818P CETS1P54_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CETS1P54_01 ACAD11 ACP2 ACTR2 ACVR2A AKT1S1 ANAPC15 AP1B1 AP1M1 APOLD1 APPL2 ARF3 ARHGAP1 ARL4C ARL5B ARRB2 ATOH8 AZI2 B3GAT3 BAG4 BAG6 BAZ2A BCDIN3D BCL2L1 BDKRB2 BLNK BTAF1 C2orf27A CALU CAP1 CAST CCDC174 CCP110 CD3E CELF1 CEP164 CFAP57 CGGBP1 CHD2 CHID1 CHMP1B CKS1B CNTROB COX17 CPEB4 CRADD CSF3 CSGALNACT2 CSNK2B CTCF CTR9 DCTN5 DCUN1D3 DDOST DDX39B DDX47 DLST DMTF1 DNAJA2 DNAJC1 DNMT1 DPCD DPP8 DR1 EBNA1BP2 EGFL7 EIF5A EN1 EPHA2 EPN1 ERCC6 ERI2 EXTL2 FAM174A FBXO28 FBXO3 FGFR4 FMR1 FNTA FOXN3 GABRA1 GCNT3 GDE1 GGN GMPR2 GNAI3 GPANK1 GPN2 GSPT1 GTF3C1 GTSF1 HCST HERC4 HM13 HMG20A HNRNPD HNRNPLL HOXC4 HTR2C IL11RA IL7R INO80B INSIG2 INTS3 IPO7 ITGB3BP ITM2C KANSL1 KAT5 KMT5A KRTCAP2 LAG3 LIN28A LINC01565 LRP5 LRRC41 LRRC49 LSM1 LYPLA2 LYRM1 LZIC MAPKAPK2 MCTS1 MED8 MEF2C MKRN3 MLEC MMP1 MON1B MPZL3 MRPL3 MRPL52 MTIF2 MTMR2 MTOR MTPN MUSK NASP NEDD8 NF1 NFKBID NHSL2 NIPBL NKAPD1 NMNAT1 NOSIP NR1H2 NRAS NRDC OGG1 PAFAH1B2 PALB2 PARS2 PDZRN4 PIH1D2 PIK3R4 PLEKHH2 PNMA1 POLL PPHLN1 PPIG PPIL1 PPME1 PPP4C PRKACA PRKACB PRKAG1 PRKAG2 PRPF19 PSMC2 PSMD12 PSMD13 PSME2 PTPRN PTRH2 PYM1 PYROXD1 RAP2C RBMS2 REXO5 RGL2 RGS14 RLIM RNF31 RPL26 RPL6 RPLP2 RPS18 RRAS RWDD4 SEC24C SHC1 SHC3 SIPA1 SIRT3 SLC30A7 SMAP2 SNRPB SPI1 SPIB SPRY2 SPTY2D1 SRSF6 STARD13 STK10 STK4 STOML2 STX11 STX19 SYT5 SYVN1 SZT2 TBC1D17 TBCC TCF7 TEAD3 TFCP2 TFE3 THAP10 TIGD6 TMEM71 TMUB2 TNF TNFSF13 TNKS2 TOMM22 TOMM70 TPGS1 TRAPPC1 TRAPPC11 TRIM44 TRIM46 TRPC4AP TSPAN31 TUBA1B TYMP U2AF2 UBA5 UBE2F UFC1 UGGT2 UHMK1 UQCRH VMP1 VPS52 WDR74 WRAP73 XAB2 ZBTB11 ZC3H11A ZCRB1 ZDHHC5 ZKSCAN5 ZNF175 ZNF184 ZNF22 ZNF22-AS1 ZNF24 ZNF322 ZNF35 ZNF384 ZNF408 ZNF585A ZNF585B ZNF687 ZNF70 ZNF768 CGGAARNGGCNG_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CGGAARNGGCNG_UNKNOWN ADAMTSL5 ATP2A2 BIN3 C19orf53 C1orf74 CCDC171 CCDC6 CDC37 CFL1 CHCHD5 CHMP2A CLTC CTR9 CUTA DCAF10 DUSP6 EGR1 EML2 FEZF2 GANAB GCA GLYR1 GTF2A1 HNRNPH1 IGF2BP2 IRAK1 KAT5 LINC01089 LMAN2 MARCHF6 PANK2 PAX2 PCGF1 POLH PTGES3 RAB4B RAD17 RGL2 RHOBTB2 RNF14 SLC36A1 SPTLC2 TAF9 TMED2 TMEM187 TMEM30A TP53 TPT1 TXNDC12 UBE2F UBXN8 UMPS URM1 VPS39 WWP2 XPO5 CGTSACG_PAX3_B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CGTSACG_PAX3_B ADAM10 AFF4 AKIRIN1 ALKBH5 ANKHD1 ANKHD1-EIF4EBP3 ANKS1A AP2B1 ARFGEF1 BCL11A BCL11B BHLHE40 BRAF C1orf43 CANX CASK CBX6 CDC14B CDKN1A CHGB CMTR1 CRY1 CTCF CUL5 CYB5D2 DBF4 DCAF11 DHX36 EDEM1 EGR1 EGR2 EGR3 EGR4 EHD4 EIF4E ELOVL5 EMSY EN2 EPC1 EVA1C FAM217B FOXD3 GEM GGA1 GIGYF2 GJD2 GK GLYR1 GNAS GTF2H1 GYG1 HABP4 HMGN1 HMOX2 HOXA9 HOXC10 HPS5 IKBKB IPO7 IRX6 JOSD2 KAT5 KCNE4 LTBP1 LYPD1 MAB21L1 MASTL MFSD5 MINK1 MIR22HG MRRF MTHFD1L NAB2 NDUFB2 NEUROD2 NKX2-3 NMRAL1 NOL4 NR4A1 NR4A2 NRK NSRP1 NUBPL PAK2 PBRM1 PCNP PDP1 PDPR PDXDC1 PDZD7 PELI3 PEPD PEX11G PHACTR3 PHLPP1 PIAS4 PITX2 PLEKHH3 PLK2 PNRC1 POLB PPP1R3D PPP2R1A PPT2 PTMA PTPN23 RAB7A RAD51C RAD9A RASD1 RBBP8 RBM18 RELB RFT1 RNF146 SKIDA1 SLC18A2 SLC25A3 SLC25A33 SLC25A40 SLC38A2 SLC6A12 SMARCA5 SMARCE1 SOAT1 SPINK5 STXBP1 SULT4A1 SUPT16H TAF11 TEX14 TMEM165 TRIB1 TSC22D2 TSPYL5 USP8 VPS26A VPS37B WDR81 WSB1 XBP1 YJU2B YME1L1 ZBTB20 ZEB2 ZFY ZNF711 ZZEF1 ZZZ3 CHOP_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHOP_01 ABLIM1 ACTC1 ADM ADSS2 AHCYL2 AHNAK ANKRD28 AP2A1 ARHGEF6 ATF3 ATM ATXN7L2 B3GALNT1 BCL11A BCL2L11 BHLHE40 BORCS7 BPTF C3orf36 CACNA1E CACNB2 CARS1 CASK CAST CBX8 CD247 CDK14 CDK5 CDK6 CEBPB CNTFR CNTN6 COL6A3 CREBZF CTNND1 CYP51A1 CYP7A1 DACH1 DPYSL2 DSEL DYRK1B EIF4A1 EIF4A2 ETF1 EVX1 EXOSC6 FAR2 FBXO11 FGF11 FGF14 FGF21 FSBP FST FUT11 GABRA1 GARS1 GCG GGN GGNBP2 GLRA2 GLRX5 GLUD1 GNB3 GPHN GPR27 H1-4 H2BC5 HERPUD1 HHEX HJV HMGB1 HMGB2 HMGN2 HMOX2 HOXA11 HOXA13 HOXA5 HOXB7 HOXB9 HOXC5 HTN1 HTR2C IARS1 ID2 IGSF9B IL23A IMMT INPP4A IRS4 ISL1 ITGA3 ITGB1BP2 ITGB3BP ITPR1 JAKMIP2 JMJD1C KCNN2 KCTD15 KDM3B KITLG KLF12 KLF3 KLF3-AS1 KMT2D LASP1 LCOR LMO3 LMO4 LRATD2 LRP2 LRRTM4 LURAP1L MAML3 MAP2K6 MAP4 MBNL1 MCC MEF2C MEIS1 MIDEAS MOAP1 MOSPD1 MYL1 NDC1 NDUFA4L2 NFE2L2 NFKBIA NIBAN1 NKX2-1 NPAS3 NPAT NSD3 NTRK2 NTRK3 NUAK1 OTOS OTUD4 PCDH17 PCDH18 PCDH7 PCDH9 PCYT2 PDZD4 PDZRN4 PER1 PHF21A PHF6 PHOX2B PID1 PIP4K2B PLEKHA6 PLXNC1 PLXND1 PPARGC1A PPL PPP2R2A PRDM1 PRR11 PTBP3 PTCD2 PTCH1 RAB3IP RAI1 RHBDL3 RHOJ RIMS1 RNF121 RNF19A RNF220 RNF43 ROGDI RTP1 RUNX1T1 S100A9 SARS1 SEMA5B SERBP1 SERPINF1 SESN2 SESN3 SFRP2 SGIP1 SH3GLB2 SHKBP1 SHLD2 SIAH3 SKA2 SLC12A5 SLC16A11 SLC35A5 SLC35D1 SLC38A2 SLC4A2 SLC6A2 SLITRK3 SMOC2 SNCAIP SOCS5 SOX4 SPATC1 SRPK2 SRSF2 STAC STC1 STK40 STMN1 SUPT16H SYNCRIP TAC4 TBCC TBL1X TFAP2B TFAP2D TFAP4 TM6SF1 TMEM164 TMEM178A TNFSF10 TNPO3 TOB1 TPI1P2 TPPP3 TRERF1 TRIB1 TTN TYRO3 USP9X UVRAG VDR VEGFA WIPF1 WWP2 YBX3 ZBTB10 ZBTB11 ZBTB37 ZHX2 ZNF362 ZNF532 CHX10_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHX10_01 ADAMTS17 ADD3 ADRA1A AFF3 AGAP3 ALKBH5 AP1S2 ARHGAP36 ASIC1 ATP2B4 ATP5MC1 ATP6AP2 ATXN7L1 BACE2 BACH1 BAMBI BARHL2 BASP1 BCL6 BHLHE41 BMP1 BMP4 BTBD3 C22orf31 C8A CA2 CACNB3 CASK CDH20 CDH6 CDH9 CDKN2C CGA CGN CHRNA2 CHST8 CNN3 CS CYFIP2 DAAM2 DDX6 DHX38 DIXDC1 DLG2 DLX1 DMD DMRTA1 DNAJB4 DNAJB8 DNAJC5B ELF4 ELMO2 EN1 ETV1 FBXO40 FEZF2 FGF19 FIGN FILIP1 FLRT3 FOSB FOXB1 FOXF2 FOXP2 FRA10AC1 FYN FZD7 GAP43 GJD2 GNAO1 GPC3 GPR158 GPRC5C GRHL1 GRM5 H2AZ1 HCRT HERPUD2 HESX1 HNF1A HOXB7 HOXC12 HOXC4 IMPG2 IRX2 IRX2-DT IRX4 KAT6B KCNK2 KCNMA1 KCNQ1DN KRT25 LBX1 LDB2 LHX5 LINC00311 LINC01164 LINC01565 LINC02875 LIX1 LMO1 LMO3 LPAR4 LRFN5 LRRTM1 LSM12 LTBP3 LUC7L3 MAOA MAP2K5 MAP4 MED24 MITF MLLT10 MS4A1 MSTN MSX1 MTUS1 MYBPC2 MYH1 NDNF NDST4 NDUFA4L2 NEBL NEO1 NEUROG1 NFIB NFIL3 NKX2-1 NLGN2 NOL4L NPR3 NPVF NR2F1 NR6A1 NTRK1 OGT OTOP3 OTP OTX2 OVOL1 PAX6 PAX8 PCDH18 PCDH9 PDC PDZRN4 PHOX2B PIK3R3 PITX1 PITX2 PLEKHA6 PLPP1 PLXNA2 POGZ POU2F1 POU4F3 PPM1E PPP1R16A PPP1R1B PRKAB1 PRKACA PRL PRND PROK2 PRPF38B PRRX1 PTPRG PURA PXDC1 RAPGEFL1 RASL10B RBP3 RCAN1 RGS12 RHBDL3 RNF39 ROBO3 RP1L1 RPL34 RPL34-DT RPP25 RTN4RL1 SACM1L SEMA5B SEMA6C SEZ6L SFRP1 SHOX2 SIAH3 SKIDA1 SLC24A2 SLC26A7 SLC37A4 SLC44A3 SLC7A9 SLITRK1 SND1 SP7 SSH2 STX7 SUCLG2 SYNE2 TBC1D20 TFAP2B THRA TLE4 TMEM178A TMEM185A TTF2 TUBB4A TXNL4B U2AF2 UBE2E4P USP44 VAMP8 VLDLR VSNL1 WDPCP WNT10A WNT3A WNT5A YPEL4 ZFHX4 ZFP36L1 ZIC1 ZIC4 ZNF423 CIZ_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CIZ_01 ABCB10 ACKR3 ADAMTS17 ADAMTSL1 ADNP ADRA2B AQP4 AQP4-AS1 ARHGAP1 ARX ASB15 ASIC2 ATXN7L1 BATF BCL11A BCL11B BCL9 BLNK BLOC1S5 BNC2 BORCS6 BTC C1orf122 C2orf69 C6orf62 CAB39L CACNG3 CAPG CARMIL1 CAST CCDC148 CCDC174 CCDC6 CCDC88A CCND1 CCND2 CCSER2 CDK18 CDKN2C CFI CHCHD7 CHD2 CKAP4 CNIH2 CNTD1 CNTLN COA3 COL16A1 COL27A1 COL3A1 COLCA1 CRK CRMA DGKA DLX5 DMTF1 DOCK8-AS1 ECHDC2 EDAR EFNA5 EHMT2 ELAVL2 ERG ESM1 FAM110D FAM53B FAM89B FBXW4 FGF14 FILIP1 FLI1 FLRT3 FOXD3 FOXF2 FOXP2 FOXP3 FRMD5 GABARAP GADD45G GAL3ST4 GLRA2 GLS GPR174 GPR182 GPR52 GPX1 GRM3 GSK3B GSX1 GTF2A1L H3-3B HIP1 HIVEP1 HNRNPD HNRNPR HOXA2 HOXB3 HOXB7 HOXB9 HOXC5 HPSE2 ID2 IFT57 IGF2BP3 IGSF3 IKZF2 INTS4P1 INTS8 IRAG2 JPT2 KCNJ13 KDM6A KIT KLF12 KLF7 KRT18P55 LAMP2 LBX2-AS1 LDLRAP1 LINC00470 LMO3 LUC7L3 LYPD1 LYST MAP1A MBNL1 MEIS2 METTL9 MGAT4C MIR1-1HG MMP2 MROH2B MRPS18B MYLK MYOCD NABP2 NCAM1 NDP NFIX NKX2-2 NLK NPR3 NPVF NR2F2 NR4A2 NR5A2 NRG2 NRIP2 ODF1 OFCC1 OVOL2 PAK1IP1 PAPPA PAX1 PAXIP1 PCDH11X PCDH11Y PCDH12 PCDH7 PDCD10 PDE4D PDGFB PDXDC2P-NPIPB14P PHF21A PHF6 PHOX2B PITPNC1 PKP4 PLAG1 PLEKHO1 PLP1 PNMA1 POLR2A PPP1R10 PPP2R1B PPP2R3C PPP2R5D PRICKLE1 PRRX1 PSMD11 PTCHD4 PURA PWWP2B PYM1 RBM43 REG4 RELCH REPIN1 RFX4 RIMS3 RNF43 SEMA3A SEMA3F SEMA4G SENP1 SGIP1 SLC23A3 SLC4A1AP SLC4A5 SLC8A3 SLITRK2 SMARCA2 SNCAIP SOAT1 SPOCK2 ST6GALNAC5 STIM1 SVOPL SYN2 SYTL2 TAB3 TBC1D5 TBL1X TBL1Y TCF4 TCF7L1 TDRD7 TECTA TENT5A TGFB3 TGIF2 TLX1 TMEM164 TMEM182 TMEM229B TMPO TMSB4XP1 TNKS1BP1 TOB1 TRERF1 TREX2 TUBGCP4 TULP4 TXNDC5 TYRO3 VCL WAPL WDTC1 WNT5A WWP2 YRDC YWHAG ZBTB18 ZBTB20 ZEB2 ZFPM2 ZIC1 ZIC4 ZMYND8 ZNF408 ZNF513 ZNF654 ZNRD2 ZSCAN29 CMYB_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CMYB_01 ABHD2 ADD3 ADGRG4 ADISSP AEBP2 AGBL5 ALDH6A1 ANAPC2 ANGPTL5 AP2B1 APLN ARF6 ARHGAP12 ARHGAP45 ARL1 ARL6IP6 ARL8B ASH1L ASIC1 ASXL2 ATF5 ATP2B2 ATXN3 AVPR1B B4GALNT1 BAP1 BARHL1 BCL9L BHLHE22 BHLHE40 BMAL1 BRPF1 C10orf53 C5orf64 CACNG2 CALM3 CANX CBX6 CDC14B CDC27 CEP85 CEP97 CFAP20 CITED2 CPEB4 CRAT CTNNA2 DALRD3 DAP3 DERL3 DHX30 DIO1 DLX1 DNAI4 DNAJB1 DTX1 DVL2 E2F3 EDC4 EGR3 EHMT2 EPC1 ERBB4 ERG28 ERLIN1 ETV4 EYA1 FAM13B FAM53C FAM91A1 FANCD2OS FBXO34 FGF12 FGF16 FST GMPR2 GNB2 GNL1 GPC4 GPR21 GSK3B H1-1 HEBP1 HELZ2 HEPACAM HES6 HMBOX1 HNF1A HNRNPA3 HNRNPH3 HOXA2 HOXB3 HOXB4 HOXB8 HR HYCC1 IER5 IGFBP4 IL1RAPL1 IL4 IL4I1 INTS9 ITGA5 ITPKB JADE2 JUND KCNJ15 KLF5 KLF9 KLHL35 KMT2D KPNB1 LHX1 LMO3 LPCAT3 LYAR MANF MAP9 MAZ MED26 MFN1 MGLL MIER1 MINDY1 MLLT10 MNAT1 MORF4L1 MORF4L2 MTCH2 MTF2 MTFR1 MXI1 MYOG NCOA5 NDST2 NDUFAF3 NEDD8 NEUROG3 NFE2 NFYA NLGN2 NLK NOL4L NOVA2 NR2E1 NR3C2 NRGN NUFIP2 NUP62 OARD1 OAZ2 ODF2 OVOL2 PABPC1 PAFAH1B1 PAPOLG PBX1 PDGFB PDZRN4 PELP1 PER1 PHF7 PHOX2B PIK3AP1 PIK3R3 PITX2 PNRC2 POGZ POLH POMT1 PPIG PPM1E PPME1 PRDM10 PRPF38B PRR3 PRRT2 PRUNE1 PTCD3 PTPA PURA QRICH1 RALY RANBP1 RBBP6 RBM14 RBM6 RHBDD3 RNF38 ROCK1 RPL4 RSBN1 RTN4 RUVBL2 SAE1 SASS6 SCML2 SCN5A SH3KBP1 SLC39A3 SLC9C2 SNRPD1 SOBP SP1 SPAG9 SPATS2 SPINT2 SSNA1 STAG2 STMN1 STT3B SUCO SULF1 TAOK2 TGFBRAP1 TIMP4 TMEM109 TOM1 TOR1AIP1 TP63 TPM3 TRAFD1 TRIM37 TRMT13 TRMT2A TUBA3E TUG1 TYRO3 UBE2H UBE2K UBE2M USP2 VAPA VPS13A VPS26A WAC WDR90 WNT3 WNT4 WNT9B XPO5 YBX2 YBX3 YWHAZ YY1AP1 ZBTB17 ZBTB26 ZBTB49 ZC2HC1C ZIC4 ZNF148 ZNF281 ZNF462 ZNF800 ZNF821 COMP1_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/COMP1_01 AMBN ANGPT1 C12orf50 C2orf16 CACNG3 CALD1 CDK6 COL1A1 COL4A5 COL4A6 CPT1A CREB5 CTNND2 DACT3 DAXX DCX DENND4C DHCR24 DLG2 DLX1 DLX5 EBF2 EDA EHF ELAVL2 ERBB4 EXT1 EYA1 FEZF2 FGF10 FKBP11 FLI1 FOXP2 FUT11 GNAT1 GNB4 GRAP2 GRHL3 GRIA3 GSTCD GTF2A1 HIC2 HMGB1 HOXA10 HOXA2 HOXC4 HOXC6 HSD3B7 HTR7 IGF1 IGSF22 ILF3 ILF3-DT INHA INO80 INTS12 KCTD15 KLF7 LGI1 LMO1 MACIR MAPK9 MBNL1 MBNL2 MEIS2 MIR137HG MITF MMGT1 MPP2 MPPED2 NAV3 NCAM1 NDST4 NFIB NFYB NLK NR1D1 NR2E1 NR4A3 NSG2 NUMB OTP PCLAF PDE1B PHF6 PLA1A PLEKHA7 PLPP1 PRDM8 PROX1 RAB3C RING1 SALL1 SALL3 SERPINH1 SETD2 SKA2 SLC1A3 SLC2A12 SLC5A3 SPINK5 SPRY4 SRSF6 SRSF8 STARD13 TCF12 TCF7L2 TLE4 TOM1 TSC1 WNK4 WNT9A YARS1 ZC2HC1C ZIC1 ZIC4 ZMYND8 ZNF281 COREBINDINGFACTOR_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/COREBINDINGFACTOR_Q6 ACIN1 ACVR2A ADD1 ANK3 ANXA8 AP5B1 ARF3 ARHGAP12 ARHGAP15 ARHGAP33 ARHGAP45 ARHGEF2 ARMCX1 ASB7 ASCL4 ATP2A2 AZIN1 B3GNT5 BATF BATF3 BCAR3 BLOC1S1 BMPR1B BMPR2 BOC BTG4 C14orf119 C1QTNF6 C1orf198 CACNA2D3 CADM1 CALR CBL CCL3 CCL4 CCR1 CD101 CD28 CD6 CD69 CFAP20 CHAD CNTD1 COA3 COL4A1 COL4A2 COL9A2 CPNE1 CRTAC1 CRTC2 CSMD3 CYGB CYP17A1 CYTIP DACT1 DIABLO DNHD1 DRD3 DYNLL1 EDC4 EIF2B3 EIF3J EIF5A ELAVL3 EMP1 ENPP1 ENPP2 ENTPD3 EPB41L3 EPC2 ERG ETF1 EVI2A EYA1 FAM117A FCER1G FDCSP FGD1 FKBP14 FLI1 FOXF2 FOXN3 FOXP3 GABRA6 GPD1 GPR171 GPX1 GRAP2 GSK3B GZMB HDAC9 HEY1 HHIP HLX HOATZ HOXB4 HOXB6 HOXC4 HOXC6 HOXD12 HPCAL1 IL13 IL17RE IL23A IL3 IL7R ITGB1BP2 ITGB7 JDP2 JMJD1C KCNJ1 KCNV2 KCTD15 KRT10-AS1 KRT73 KRTAP6-3 LEMD2 LIF LINC00310 LINC00649 LINC01931 LINS1 LMO2 LPO LRATD1 LRMDA LRP5 LTBP1 LUC7L LUZP1 LY9 MADD MAFG MAP1LC3A MAP3K11 MDGA2 MEIOB MEIS2 MIA2 MIR22HG MKRN3 MMP13 MOSMO MPL MPO MSI2 MTX1 MYL3 NAPSA NAV3 NDUFA9 NFIX NFKBIZ NGB NHLRC2 NR4A1 NR4A3 NRAS NRSN1 NRXN1 NSUN4 NUTF2 ORMDL3 OTOGL OTP PAFAH1B1 PAX6 PDE3B PDGFC PDZD2 PDZK1 PDZRN4 PGF PHF6 PHOX2B PICALM PIGV PITPNC1 PPARG PPP1R12C PPP1R14C PROKR1 PRR5L PSMA1 PTK2B PTPN22 PTPRS RAB39A RABGAP1L RAG1 RAMP2 RASSF2 RGMA RGS1 RGS18 RHOG RILPL1 RIN1 RNF19B RNF43 RORC RPA3 RTL3 RUNX1 RUNX2 RYBP S100A9 SASH3 SCN2A SCNN1A SCRN1 SDF2L1 SELENOH SEPTIN9 SGIP1 SHOX2 SLA2 SLC12A6 SLC26A7 SLC2A3 SLC32A1 SLC36A2 SLC37A2 SLC37A4 SNTB2 SOST SOX5 SP6 SPIB SREBF2 SRSF4 STAT2 STON1 STON1-GTF2A1L STRC SULF1 SUPT16H SUPT4H1 SYT9 TACSTD2 TAFAZZIN TAGAP TBK1 TBX5 TGM4 THBS3 TIGIT TLCD5 TLE3 TMEM101 TMEM109 TMEM117 TMEM151A TMEM215 TMEM62 TMEM86A TNFSF4 TP63 TRPM8 TSC22D3 TSSK2 TUBB4A UBALD2 UBE2E1 UBL3 UQCRFS1 VASN VIM VRK1 WDR81 WNK4 WWC2-AS2 XCL1 XCL2 ZBTB8A ZFHX3 COUP_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/COUP_01 ABI3BP ACOT7 ACOT8 ADGRA2 ADRA1A ADRB2 AGPS ALDH6A1 ALDOA ANGPT1 AP1B1 APOM ARFGEF2 ARHGEF7 ASB7 ASGR2 ASXL1 ATAT1 ATF4 BAZ2A BMF BOC BPIFA2 BRPF1 C4A C4B CCDC65 CCDC88B CDK16 CDX1 CFHR1 CFHR2 CFHR5 CIC CKS1B CLUH CNIH1 CNOT9 CRABP2 CREB3L2 CREB3L3 CRYGC CSRNP3 CTAGE1 CUTA DAB2IP DCTN1 DDB1 DHRS3 DIS3L DLX5 DMD DNAJA2 DNMT3A DOCK11 DPF3 DUSP3 EDN3 EEF1B2 EFNB1 EFNB3 EMG1 ESRRG EXD3 EXOSC7 FABP2 FAM170A FAM20C FBLN1 FGF12 FGFR3 FKBP5 FOXA1 FOXA3 G0S2 G6PC1 GAPDH GATA4 GBF1 GJB2 GMPPB GOLGA4 GPAT3 GYS2 HAS1 HBEGF HNF1A HNF1B HOXA10 HOXA3 HPN HSD17B8 ID1 IFFO1 IL21R INVS IQCD IRX6 ITGA3 IYD JMJD1C KCNE5 KIF6 KLC4 KLHL1 KYNU LGALS4 LGI4 LINS1 LMNA LMO3 LMOD3 LMX1B LRFN4 LTB LYSMD1 LZIC MAP3K11 MARCKSL1 MARK2 MBD5 MED13 MED8 MIEF1 MLEC MLLT10 MLLT6 MLST8 MREG MRPL2 MSRB1 MTMR4 MTTP MXI1 MYBPH MYL11 NALF2 NCDN NDST2 NDUFA3 NDUFS1 NEK6 NET1 NEUROG2 NHERF4 NMNAT1 NOXA1 NR2F1 NR2F2 NR4A3 NRP1 NUDCD1 NYAP1 ODAD3 OTP OVOL1 PABPN1 PAFAH2 PAGR1 PAK4 PALS1 PAX6 PAX7 PCDH7 PDE3B PDGFB PGF PHB2 PITPNC1 PITX2 PKLR PKP3 PLA2G12B PLEC PLPPR1 PNPLA2 POLD1 PON1 POU5F1 PPARGC1A PPP1R14D PPP2R3A PPP2R5D PPP4R3C PPTC7 PRDM16 PRKCD PRKCSH PRKRA PRR7 PRRX2 PSME3IP1 PTH1R PTMS PURA RBBP6 RBMS1 RBP2 RNF103 RNF144B RPL34 RPL34-DT RPRD1B RRBP1 RSPRY1 RTN2 RTP3 SAMD14 SATB1 SCFD2 SCNM1 SELENOM SERPINC1 SERPIND1 SHC1 SHFL SLC11A2 SLC26A3 SLC7A7 SLC7A9 SLC9A3 SLITRK2 SMOC1 SMYD5 SNRNP70 SOBP SORCS1 SRSF6 STEAP2 STOML2 SYMPK SZT2 TAOK3 TBX5 TIMELESS TKFC TMEM150A TMEM40 TNFRSF12A TNNI1 TOMM70 TP53 TP53BP1 TPCN1 TPM2 TRAF4 TTC19 TTI1 UBE2K USP37 VEGFA VSX2 WBP4 WRAP53 ZBTB18 ZBTB40 ZDHHC3 ZFHX3 ZIC4 ZNF436 ZNF436-AS1 ZNF485 ZNF827 ZPBP2 ZSWIM3 COUP_DR1_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/COUP_DR1_Q6 ABI3BP ABTB2 ACOT8 ACP4 ACTA1 ADAMTS19 ADGRA2 ADIPOQ AGPAT1 AGPS AHCYL1 ALPI AP1B1 APEX2 APOM ARF6 ARFGEF2 ARHGEF7 ARL6IP1 ARRDC1-AS1 ASXL1 ATAT1 ATN1 ATP2B1 ATP5PO BCAM BIN3 BLTP3A BPIFA2 BSDC1 C1orf116 C3orf18 CBLN4 CCDC71 CDIN1 CDK16 CELF3 CKS1B CLCN2 CLCNKA CLDN15 CLSPN CNOT9 CNTFR COMMD3 CRABP2 CSF2 CSRNP3 CUTA CXCL14 CYP26A1 DCTN1 DCTN2 DIS3L DMD DNAJA2 DPF3 DRC3 EEF1B2 EFEMP1 EFNB3 EIF4EBP2 EMG1 ENO3 ERBB2 ESRRA ETFDH F12 FABP1 FAM131A FAM170A FBLN1 FGD2 FOXA1 FOXA3 FXYD1 GABARAPL2 GBF1 GDNF GLG1 GOLGA4 HDAC11 HIBADH HMGCS2 HOXA3 HOXC13 HOXD3 HSD17B8 HSPD1 HSPE1 ID1 IFFO1 INSR IQCD IRX6 KCNE5 KCNK10 KIF6 KIRREL3 KIRREL3-AS3 KLK6 KMT5A LAMP2 LCAT LMAN2L LMO3 LONRF3 LRP1 LYSMD1 MAP2K3 MAP3K11 MARCKSL1 MED8 MICAL2 MLST8 MREG MRPL11 MRPS28 MTTP MYH10 NCDN NDUFS1 NHERF4 NKX6-3 NPSR1-AS1 NR2C1 NR2F1 NR2F2 NR2F6 NR4A1 NR4A3 NRAP NSUN5P1 NSUN5P2 NUDCD1 NYAP1 OBSCN ODAD3 OVOL1 PAK4 PALM PAN2 PAPLN PAX6 PAX7 PCBP4 PDLIM7 PDZK1 PEX16 PFN1 PGF PHB2 PIPOX PKP3 PLPPR1 PNOC PNPLA2 POLR2H POU5F1 PPARGC1A PPP1R14D PRDM1 PRDM13 PRDM16 PRKACA PRKAG1 PRKCD PRKCSH PRODH2 PRR7 PRRX2 PSMF1 PTH1R RBBP6 RBMS1 RCC1L REST RFX1 RNF139 RNF144B RNF5 RPRD1B RRBP1 RREB1 RTN4 RTP3 SALL1 SAMD14 SAP18 SCNM1 SEC22B SELENOI SEM1 SHC1 SHFL SHISA5 SLC11A2 SLC16A9 SLC23A3 SLC26A3 SLC26A6 SLC39A5 SMAD3 SMG5 SMYD5 SPACA6 SRSF4 SRSF6 SS18 STMN2 STOML2 SYMPK SYTL2 SZT2 TAOK3 TBC1D22A TCEA2 TENT2 THPO TMEM259 TMEM79 TOM1L2 TOMM70 TP53 TP53BP1 TPCN1 TPM2 TRAF4 TREX1 TTI1 TTR TTYH1 U2AF1L4 UBE2D3 UBE2K UBE2R2 UQCR10 USP37 VTA1 WRAP53 WTAP YBX2 YPEL3 ZBTB12 ZBTB40 ZBTB43 ZFHX3 ZIC4 ZNF436 ZNF436-AS1 ZNF485 ZNF768 ZSWIM3 ZYX CP2_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CP2_01 ABHD4 ACBD5 ADIG ALOX12 ANKRD13B ANXA8 ARF3 ARF6 ARHGAP45 ASB2 ATF3 ATP2A3 ATP6V1E2 B4GALT2 BABAM2 BAP1 BCOR BMF BRSK1 C1orf43 CA14 CA9 CABP1 CADM2 CALD1 CALM3 CAV3 CDH2 CDK5R2 CDK8 CEBPB CEND1 CHCHD4 CHD4 CHST14 CITED1 CLSTN2 CNN1 COL11A2 COL1A1 COL1A2 COX8C CREB3L2 CRMP1 CRTAC1 CRYBG2 CSF2 CSNK1A1L DAB1 DAB2IP DBP DCAF17 DCHS1 DCTN1 DDIT4 DDR1 DDX17 DHH DHRS3 DLL4 DMTF1 DOCK9 DPY30 DSG3 E2F4 EDA EED EFEMP2 EGFL6 EHF EIF1 ELAVL2 ENO1 EPC1 ESM1 ETV3 ETV5 EWSR1 FBXO24 FGD4 FKBP2 FOXA2 FOXN1 GATA1 GATA3 GFOD2 GLG1 GLI1 GLYR1 GNAS GPC3 GPD1 GPR173 GREM1 GRHL2 GRHL3 GRM7 GUCA2B HDAC9 HEBP2 HECTD4 HIF3A HIPK2 HOXB9 HOXC5 HOXC8 HPSE2 HR HSD3B7 ICAM4 IGDCC4 IGFBP6 IL11 IL1RAPL1 IRS4 ITGB1BP2 JADE3 JPH2 KCNN2 KCTD15 KIF1C KIF5A KMT2E KRT78 LAMB2 LIM2 LIMD2 LIN28A LIN54 LRCH4 LSM12 LTBP3 LY6H MAP1A MAPK3 MAPKAP1 MCMBP MDFI METTL8 MEX3B MIR22HG MOSMO MYBPC3 NACC1 NCDN NCKAP1L NDUFS4 NEFM NFKBIZ NGF NHSL2 NKPD1 NLGN2 NNAT NOL4 NPAS4 NUFIP2 ODC1 PAK2 PANK2 PAX6 PCIF1 PDE2A PHF7 PHLDB3 PLEC PLEKHN1 PMP22 POM121L1P PPM1N PPP1R12A PPP2R2B PPP6C PRDM13 PRELP PRR16 PSMA5 PTOV1 RAB10 RAB30 RASGRP2 RBKS RBM6 RCOR2 RGMA RGS3 RGS8 RHBDD3 RHOA RHOG RHOQ RNF111 RNF145 RORC RPL41 RPSA RSPO2 RTN1 RTN2 SALL1 SATB1 SCUBE3 SEMA4A SF1 SHISA7 SHKBP1 SLC23A2 SLC25A23 SLC25A35 SLC35E1 SLC39A13 SLC41A1 SLC8A3 SLITRK5 SMARCA2 SMOX SOBP SOCS1 SOD3 SORT1 SOX10 SOX12 SPATA25 SPATS2 SPEG SPOCK2 SRCIN1 SRSF7 STAG2 STRA6 STX1A SUMO2 SYT6 TCF7L2 TGFB1I1 TGIF1 TIMELESS TJP2 TMEM43 TNKS1BP1 TNS2 TNXB TRMT1 TSC22D4 TSPOAP1 TUFT1 UBE4B USP1 VAMP2 VAPA VCP VEZF1 VKORC1L1 WDR81 WNT3 ZBTB9 ZC3H10 ZIC2 ZNF532 ZNF710 ZNF771 CP2_02 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CP2_02 AAMDC ACTN1 ADNP ADRA1A AIFM3 ALDH3B1 ANKRD13B AQP6 ARFGEF1 ARHGAP26 ARHGAP5 ARL6IP6 ARMCX4 ARX ATP10D ATXN7L2 BACH1 BCL11B BDNF BEX3 BMP4 C1QTNF5 CA9 CALD1 CAMK2G CAMKV CAP1 CAPN6 CCDC177 CDC42EP3 CDK14 CELF6 CHD4 CHMP4B CILP2 CITED1 CLDN4 CNTN6 CORO6 COX8C CPLX2 CPNE1 CREB1 CRK CRYBG2 CS CTNND1 CUTA DALRD3 DBNDD2 DCUN1D3 DCX DDAH2 DDIT4 DDR1 DEF6 DHH DNAJB1 DSC2 DSCAM DUSP6 DYRK2 EFNA3 ENKD1 EPC1 EPN3 ESYT1 ETV1 FAM170A FAM20B FBRS FEV FFAR2 FGF9 FKBP2 FLI1 FLOT2 FOXA1 FOXL2 FOXP2 FRMD3 GABARAP GLTP GMPPB GNAQ GNB3 GPC3 GPRC5C GRB7 GRHL3 GSK3B GSX1 H3-3B HBEGF HCFC1 HECTD1 HIF1A HOXB6 HPCAL1 HSPA1A HSPA1L IER5L IL11RA IL1RAPL1 IRX3 JUNB KAT5 KBTBD12 KCNC2 KCNE3 KCNH2 KCNQ1DN KCTD15 KIF1C KIF5A KIFAP3 KLHDC3 LDB2 LHX2 LIPT2-AS1 LRMDA LSM12 LTBP1 LYN LYRM1 LZTS2 MAB21L3 MACO1 MACROD2 MAPK3 MAPRE3 MAST2 MDK MEA1 MID2 MIDEAS MINK1 MMP11 MNT MOGAT2 MORF4L2 MRFAP1 MRPL14 NACC1 NBEAL1 NDUFAF3 NEK8 NFATC4 NHS NISCH NNAT NOL4 NR1D1 NR2F1 NRF1 NRIP2 NRXN3 NTRK3 ODC1 PAK5 PAPPA PATL1 PAX2 PCDHB4 PDS5A PHPT1 PITX2 PKN1 PLEKHN1 PLXNA3 PODN PPFIA2 PPP1R16B PPP1R9B PPP2R5C PPP4R3B PRDM4 PRKACA PRKAG1 PRKCH PRPF38B PTCHD1 PTCRA PTHLH QRFP RAB10 RAB30 RAB5IF RASSF1 RBBP6 RCOR2 RD3 RGS8 RHBDF1 RHBDL1 RNF121 RNF207 RPL41 RSF1 RTN1 RTP1 RYR1 SCAMP5 SCUBE3 SHB SLC25A14 SLC25A28 SLC25A35 SLC26A9 SLC2A9 SLC9A1 SPEG SRMS STAC2 STARD13 STIP1 TBC1D5 TBX2 TFCP2L1 TGFBR2 TLCD1 TLN1 TLX3 TMEM164 TMEM47 TNNC1 TPPP3 TRAF4 TRERF1 TRIM62 TRIM8 TRMT1 TRPV2 TSC22D1 TSC22D3 TSHZ2 TSPAN7 TUFT1 TXNDC17 UBA1 UPK2 VEZF1 WNT10B XPNPEP1 YWHAG ZC3H10 ZEB2 ZKSCAN7 ZNF367 ZNF385A ZNF532 ZNF767P ZSWIM8 CREBP1CJUN_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CREBP1CJUN_01 ABCE1 ABHD16A ADAP1 ADCY8 ADNP2 AFF4 AHI1 AKIRIN1 ALS2 AMER2 ANAPC10 AREG ARIH1 ARL4D ASPHD1 ATG5 ATL2 ATP6V0C AVPI1 B3GALT2 BABAM2 BNIP3L BRAF C11orf87 C1orf35 CAMK2D CBX8 CCDC148 CCN4 CCNA2 CD2AP CDS1 CDX4 CENPE CHGB CHMP1B CHPF CLCN3 CLDN6 CLDN7 CLSTN3 CMSS1 CMTR1 CREM CRH CSTF3 CTC1 CXCL16 CYLD CYSTM1 DAAM2 DCTN1 DDX19A DDX28 DDX51 DENND5A DEPDC4 DHX36 DIO2 DNAJC27 DNTTIP1 DUS2 DUSP1 EBF1 EEF2 EGR1 ELAVL1 ELL2 ELOVL5 EPB41 EPHA2 ETV6 FAM131A FAM174A FGF6 FLT1 FOXD3 G3BP2 GEM GLI1 GLOD4 GNB4 GNL1 GPBP1 GPM6B GPR3 GTF3C1 H4C5 HAS1 HCRTR2 HDX HHIP HOXB9 HOXC10 HS3ST2 HS3ST3A1 HSP90AB1 ID1 IFT20 IKBKB ING4 INO80 INTS7 IRF2BPL IRX4 IRX6 JUND KCNA5 KCNF1 KCTD8 KICS2 KYAT1 LDHA LENG9 LGR5 LMBRD1 LMCD1 LTBP1 MADD MAF MAFF MAOA MAP1LC3A MAP3K13 MAPK10 MBNL2 MCAM MITF MLF2 MMGT1 MRGPRF MRM3 MRRF MYL6 NCALD NCAM1 NDUFA10 NDUFB2 NEUROD6 NF1 NOC4L NOL4 NR2E1 NR4A2 NUBPL NUP214 NUP42 NUP98 OGDH OSBPL9 OSR1 PACRGL PAFAH1B1 PARD6A PCSK1 PDLIM3 PDP1 PEG3 PER1 PFAS PHACTR3 PHC1 PITX2 PKP4 PLCD3 PNMA3 PNMA6A PNRC1 PPARGC1A PPM1A PPP1R15A PPP2R2A PRR3 PTPRU RAB25 RAD51C RAI1 RALGAPA1P1 RBKS RBM18 RBP5 RCAN1 RCE1 RELB RIPOR1 RNF44 RNF7 RPL41 RPRD1A RPS29 RUNDC3A RUSC1 RUSC1-AS1 SCAMP5 SCG2 SDHB SEC24C SEMA4C SENP2 SGIP1 SIK1 SLC18A2 SLC25A25 SLC38A1 SLC7A3 SNAP25 SP1 SPAG9 SPATA7 SRRM4 SST ST13 STAG1 STAT3 SULT4A1 SUV39H2 SYNCRIP SYNGR3 SYT11 TAOK2 TBC1D32 TEX14 TGIF2 TH THADA THOC1 TIPRL TMEM147 TMEM39A TMEM59L TNFAIP1 TP53INP2 TRAF4 TRAP1 TRPC1 TSC22D2 TSPAN7 UBE2H UCN UMPS USP48 VGF VPS37B WFDC3 WNT10A XPNPEP3 YME1L1 YTHDC2 YWHAZ ZBTB11 ZBTB37 ZC3H10 ZFAND2B ZFYVE27 ZHX2 ZIM2 ZMYM2 ZMYND15 ZNF184 ZNF335 ZNF367 ZNF516-DT ZNF576 ZNF593 CREBP1_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CREBP1_01 ABHD8 ADNP ADRB2 AHNAK AK3 AKTIP ALB AMY2A ANKRD40 ANO1 AP1S2 ARHGAP44 ARID1B ARRDC3 ATF3 BCL11A BCL6 BMT2 BSN C1orf122 CADM1 CALM1 CALM2 CAPS CD40LG CDC42 CDK2AP2 CELF2 CFAP68 CHIC2 CIART CLASP1 CLCN1 CLSTN1 CNTF COL15A1 CREB5 CRIM1 CRTAC1 CSNK1E DAGLA DENND4A DGKI DMD EEF2 ELAVL4 EP300 EPB41 EPN2 ERF ERGIC1 ETV4 ETV5 EYA1 FAM76A FBXO3 FBXW7 FGF14 FKRP FNBP1 G6PC1 GABARAPL2 GABRR2 GNPNAT1 GPM6A GRHL1 HERPUD1 HIVEP3 HRH3 HS6ST2 ID4 IKZF2 IL1RAPL1 IL34 IMPDH1 INPP4A IP6K2 IRAK1 IRF2BP1 JMJD1C KCNC1 KLF9 LAMP5 LARGE1 LINC00472 LINC00671 LMO4 LRRTM3 MACO1 MAP2K3 MAP2K6 MBIP MBNL2 MCTP1 MECP2 MED12L MID1IP1 MIR22HG MKNK2 MPP2 MREG NAA60 NDST3 NEGR1 NEUROD6 NFIL3 NPTX2 NR1D1 NREP NRSN1 NTN5 ORMDL2 OSBPL6 OTP PALS1 PALS2 PCSK2 PDP1 PDXP PELI2 PER2 PMEPA1 POGZ PRDM8 PRELID1 PREX2 PRKG1 PRNP PTHLH RAB24 RABL6 RASL10B RBMS2 RCC2 RGS6 RHOBTB2 RNF145 RPL23 RPS6KA3 RPS6KA6 SARNP SEC14L3 SERPINE2 SH2B3 SPRY4 SREBF2 STARD13 STK35 SULF1 SUMO1 SYT11 SYT6 TAGLN3 TBX6 TFEB TMUB2 TNFSF13 TNS2 TOB1 TREX1 TRIM8 TSC22D1 TSC22D3 TSPAN7 TSPYL2 TUBB2B UBR5 UNC5C USP2 WDR47 WDR81 WEE1 WNT8B YRDC YWHAG ZBTB14 ZBTB21 ZDHHC5 ZFYVE9 ZNF638 ZNF687 ZNF711 ZSCAN20 CREBP1_Q2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CREBP1_Q2 ABHD16A ABR ADAM9 AFF4 AGPAT1 AGPAT4 AHI1 AKIRIN1 AMER2 ARL4D ASPHD1 ATG5 ATP10D ATP6V0C BCL11A BCL2L13 BIN1 BRAF C11orf87 CALM2 CALML3 CBX3 CBX8 CCDC148 CCND2 CD2AP CDK2AP2 CEBPB CFAP68 CHGB CHPF CLDN6 CLDN7 CNTROB CREM CRH CSDE1 CTC1 CYSTM1 DAAM2 DACT1 DDX19A DDX3X DDX51 DEPDC4 DHX36 DIABLO DLST DMD DNAJC27 DPH3 DUSP1 EEF2 EGR1 EGR2 EGR3 EGR4 ELAVL1 ELL2 ELOVL5 EPHA2 ERC1 ERF ERLIN1 FAM131A FAM167A FGF13 FGF6 FLRT3 FLT1 FOS FOSB FOXD3 GAK GEM GJD2 GK GLI1 GLYR1 GNAS GNG4 GNL1 GPBP1 GPM6B GPR171 GPR3 GRM3 GSTCD GTF2A1 H4C5 HDX HHEX HHIP HNRNPA2B1 HOXA3 HOXC10 HOXD8 HS3ST2 HS6ST2 HSPA9 ICA1 ID1 ID3 IKBKB ING3 IRF2BPL IRX4 IRX6 ITFG2 JOSD1 KCNA5 KCNK1 KCTD8 KLF13 KYAT1 LCMT1 LETM2 LGR5 LMO4 LTBP1 MAF MAFF MAP1LC3A MAP3K13 MARCHF6 MBNL1 MCAM MLF2 MRPS18B MSX2 MYRF NAP1L2 NAPA NCALD NEUROD6 NF1 NFKBID NOC4L NOL4 NPTX1 NR2E1 NR4A2 NR4A3 NUBPL NUP214 OSBPL9 OSR1 OXNAD1 PAFAH1B1 PCSK1 PDE4D PDLIM3 PDP1 PEG3 PER1 PITX2 PLEKHH3 PNMA3 PNMA6A PNPLA3 PNRC1 PPARGC1A PPIG PPM1A PPP1R10 PPP1R12C PPP1R15A PPP2R2A PRR3 PSENEN PTGES3 PTPRU RAB6A RAI1 RANBP2 RBBP8 RBMS2 RCAN1 RCE1 RET RING1 RIPK4 RNF5 RPL41 RPRD1A RUNDC3A RUSC1 RUSC1-AS1 SARAF SCAMP5 SCG2 SDHB SEMA4C SENP2 SETX SGIP1 SIK1 SIK2 SLC18A2 SLC25A25 SLC31A1 SLC38A2 SLC6A4 SLC6A5 SMAD1 SMARCD1 SMDT1 SNAP25 SPHK2 SPI1 SRSF1 STAT3 SUV39H2 SYNGR3 TACR1 TAFA1 TAOK2 TAPT1 TAPT1-AS1 TCEAL9 TGIF2 TH THRA THRAP3 TIPRL TLNRD1 TM2D2 TMEM175 TMEM256 TMEM59L TMUB2 TP53INP2 TPM4 TRAP1 TRIB1 TSC22D2 TSHZ2 TSPAN7 U2AF1L4 UBAP1 UBQLN2 UCN USP2 VGF VPS37B WDR48 WNT10A YJU2B YME1L1 ZBTB11 ZBTB21 ZBTB7A ZC3H10 ZFY ZIM2 ZMYND15 ZNF184 ZNF367 ZNF516-DT ZZEF1 CREB_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CREB_01 ABCE1 ABHD16A ADAP1 ADCY8 ADNP ADNP2 AFF4 AHI1 AKIRIN1 ALS2 ANAPC10 APPBP2 AREG ARIH1 ARL4D ASPHD1 ATF3 ATG5 ATL2 ATP6V0C AVPI1 BABAM2 BNIP3L BRAF C11orf87 C1orf35 CALM2 CAMK2D CBX8 CCDC148 CCN4 CCNA2 CD2AP CDC42 CDK2AP2 CDS1 CDX4 CENPE CFAP68 CHGB CHMP1B CHMP2A CHPF CLDN6 CLDN7 CLSTN3 CMSS1 CNTROB CREM CRH CTC1 CXCL16 CYLD CYSTM1 DAAM2 DCTN1 DDX19A DDX28 DDX51 DEPDC4 DGUOK DHX36 DIO2 DNAJC27 DNTTIP1 DUS2 DUSP1 EEF2 ELAVL1 ELL2 ELOVL5 EPB41 EPHA2 FAM131A FAM174A FGF6 FLT1 FOSB FOXD3 G3BP2 GEM GLI1 GLOD4 GNB4 GNL1 GPBP1 GPM6B GPR3 GTF3C1 H4C5 HAS1 HDX HHIP HOXC10 HS3ST2 HS3ST3A1 HSP90AB1 ID1 IFT20 IKBKB ING4 INTS7 IRF2BPL IRX4 IRX6 JUND KCNA5 KCNF1 KCTD8 KICS2 KYAT1 LDHA LGR5 LMCD1 LTBP1 MAF MAFF MAOA MAP1LC3A MAP3K13 MAPK10 MBIP MBNL2 MCAM MITF MLF2 MMGT1 MRGPRF MRM3 MRRF MYL6 NCALD NDUFA10 NDUFB2 NEUROD6 NF1 NOC4L NOL4 NR2E1 NR4A2 NUBPL NUP214 NUP42 NUP98 OGDH ORMDL2 OSBPL9 OSR1 PACRGL PAFAH1B1 PAK1 PARD6A PCSK1 PDLIM3 PDP1 PEG3 PER1 PFAS PHACTR3 PITX2 PKP4 PLCD3 PLK4 PNMA3 PNMA6A PNRC1 PPARGC1A PPM1A PPP1R15A PPP2R2A PRELID1 PRR3 PTPRU RAB24 RAB25 RAB6A RAD51C RAI1 RALGAPA1P1 RBKS RBM18 RBMS2 RBP5 RCAN1 RCE1 RELB RIPK4 RIPOR1 RNF44 RNF7 RPL41 RPRD1A RPS29 RUNDC3A RUSC1 RUSC1-AS1 SARNP SCAMP5 SCG2 SDHB SEMA4C SENP2 SGIP1 SIDT2 SIK1 SLC18A2 SLC25A25 SLC35F5 SLC38A1 SNAP25 SPAG9 SPATA7 SREBF2 SRRM4 SST ST13 STAT3 SULT4A1 SUV39H2 SYNGR3 SYT11 TAOK2 TBC1D32 TEX14 TGIF2 TH THADA THOC1 TIPRL TMEM147 TMEM39A TMEM59L TMUB2 TNFAIP1 TP53INP2 TRAF4 TRAP1 TSC22D2 TSPAN7 TUBB2B UBE2H UCN UMPS USP48 VGF VPS37B WFDC3 WNT10A XPNPEP3 XRN2 YTHDC2 YWHAZ ZBTB11 ZBTB21 ZBTB37 ZC3H10 ZFAND2B ZFYVE27 ZIM2 ZMYM2 ZMYND15 ZNF184 ZNF335 ZNF367 ZNF516-DT ZNF576 ZNF593 ZNF687 CREB_02 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CREB_02 ABHD16A ADAP1 AGPAT1 AHR AKIRIN1 ALS2 ANAPC2 AOPEP ARIH1 ARMCX1 ARMCX6 ARTN ASPHD1 ATG5 BABAM2 BIN3 BOD1L2 BRAF BRMS1 C11orf87 C5orf15 CALM2 CAMK2D CBLL1 CCNI CD2AP CDC14B CDC42 CENPE CENPQ CEP83 CHD2 CHGB CLDN6 CLDN7 CLSTN3 CMSS1 CNOT7 CNTROB CORO6 CRH CTNND2 CYLD DAD1 DCTN1 DDX28 DDX51 DENND5A DHX36 DHX40 DLST DUS2 DUSP1 EEF2 EIF5A ELL2 EPHA2 ERC1 ERF ERLIN2 EVX1 FAM174A FBXL19 FBXL2 FDXR FLT1 FMC1 FOSB FOXD3 GEM GLI1 GLOD4 GLYR1 GNL1 GPR3 GRM3 GSC GTF2A1 GTF2H1 GTPBP10 H4C5 HDAC6 HHIP HMGB1 HNRNPAB HPS5 HS3ST3A1 HTN1 ICE2 ID1 IFT20 IL1RAPL1 ILRUN IRF2BPL IRX4 ISCU IVNS1ABP JADE1 JADE2 JUND KDELR1 KDELR2 KDELR3 KICS2 KLHL12 KPTN KXD1 LAYN LGR5 LHX5 LMBRD1 LYPD3 MAFF MAGI1 MAP1LC3A MAP3K13 MBNL2 MDN1 MED27 MMGT1 MMUT MRGPRF MRM3 MRRF NAPA NEUROD6 NF1 NINJ1 NKX6-1 NOC4L NOL10 NOL4 NR2E1 NR4A2 NR4A3 NUP98 ODR4 OSBP PAFAH1B1 PAK1 PAK3 PCIF1 PCSK2 PDLIM3 PDP1 PELP1 PHACTR3 PHF20L1 PHF8 PITX2 PLK4 PNMA3 PNMA6A POLB POLDIP3 PPARGC1A PPM1A PPP1R15A PPP2R2A PRICKLE2 PRKCH PRR3 PTGES3 PTPN23 QRICH1 RAB25 RAB2A RBBP8 RBKS RBM18 RBP5 RCAN1 RCE1 RFC1 RING1 RIPOR1 RNF166 RNF40 RNF44 RNF5 RPS29 RUNDC3A SAMD12 SART3 SCAMP5 SCFD2 SCG2 SDHB SEC24D SEMA3B SGIP1 SHANK2 SHKBP1 SIK1 SLC20A2 SLC30A5 SLC35E1 SMARCA5 SMARCAD1 SMARCD1 SMS SNAP25 SNAPC5 SNRPG SOX12 SPAG9 SPRED2 SREBF2 SRP54 SRSF1 SSBP3 SSNA1 SSTR3 ST13 SUCO SULT4A1 TAGLN2 TAOK2 TCEAL9 THADA THOC1 TIGAR TIPRL TLNRD1 TMEM39A TMEM59L TMEM86A TNFAIP1 TP53INP2 TPR TPT1 TRAPPC1 TRMT10A TSC22D2 TSHZ2 TSPAN7 UBA6 UBE2D3 UBE2H UMPS USP36 USP48 VAMP2 VPS37A VPS37B WNT10A XPNPEP1 XPNPEP3 XPR1 YTHDC2 YTHDF3 YWHAZ ZC3H18 ZFAND2B ZFAND5 ZFY ZFYVE27 ZGRF1 ZNF23 ZNF593 CREB_Q2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CREB_Q2 ABHD16A ADAM9 ADAP1 ADCY8 ADISSP AGPAT1 AHI1 AKIRIN1 ALDH18A1 ALKBH5 ARIH1 ARL4D ASPHD1 ATF1 ATF3 ATG5 ATP6V0C BNIP3L BRAF BUD31 C11orf87 C1orf35 C6orf62 CACNB2 CALM2 CAMK2D CBX3 CCDC148 CCN4 CD2AP CDC14B CDC42 CDK2AP2 CEP57 CHAC1 CHGB CHPF CLCN3 CLDN7 CLSTN3 CMSS1 CMTR1 CNTROB COL5A3 CRELD1 CREM CRH CSTF3 CTCF CXCL16 CYLD CYSTM1 DAAM2 DACT1 DDX3X DDX51 DHX36 DNAJB2 DNAJC9 DPH3 DUSP1 EGR1 EGR3 EGR4 EIF1 ELAVL1 ELOVL5 EPHA2 ERF ETF1 EVX1 FAM131A FAM167A FBXL2 FGF6 FGF9 FOS FOSB FOXD3 FSTL5 FXR2 GADD45B GAK GEM GJD2 GLYR1 GNAS GNL1 GPBP1 GPM6B GRM3 GTF2A1 GTF3C1 H4C5 HDX HERPUD1 HHEX HHIP HNRNPA2B1 HOXC10 HS3ST2 HS3ST3A1 ID1 IFT57 IKBKB ING3 IRF2BPL IRX4 IRX6 ITFG2 JAG1 JOSD1 KCNA5 KIF17 KIF7 KLF13 KNL1 LDHA LGR5 LMCD1 LMTK2 LTBP1 MAF MAFF MAP1LC3A MAP3K13 MAP3K7 MARCHF6 MBNL2 MRC2 MRRF MYL6 NDST1 NDUFA10 NEUROD6 NFATC1 NFKBID NINJ1 NOC4L NOL4 NPTX1 NR2E1 NR3C1 NR4A2 NR4A3 NR6A1 NTRK2 NUBPL NUDT3 NUP98 OGDH ORMDL2 OSBPL9 OSR1 OXNAD1 PABPC1 PAFAH1B1 PAK3 PCSK1 PDAP1 PDP1 PENK PER1 PFAS PHACTR3 PITX2 PKP4 PLK4 PLSCR3 PNMA3 PNMA6A PNPLA3 PNRC1 PPARGC1A PPIG PPP1R15A PPP2R5B PRELID1 PRR3 PSENEN PTGES3 PTP4A1 PTPRU RAB24 RAB25 RAB3A RAB6A RAB7A RAI1 RBBP8 RBMS2 RBP5 RCAN1 RELB RFX5 RING1 RNF44 RNF5 RPL41 RPRD1A RPS6KA3 RUNDC3A RUSC1 RUSC1-AS1 SARNP SCAMP5 SCG2 SDHB SEMA4C SENP2 SGIP1 SIK1 SIK2 SLC18A2 SLC25A37 SLC31A1 SLC38A1 SLC66A2 SMAD1 SMARCD1 SMS SPATA7 SRCIN1 SREBF2 SRSF1 SST SSTR2 STAT3 SYNGR3 TAFA1 TAGLN2 TAOK2 TBC1D32 TCEAL9 TEX14 TGIF2 TLE3 TLNRD1 TM2D2 TMEM175 TMEM39A TMEM86A TMUB2 TP53INP2 TPM4 TRIB1 TRIM39 TSC22D2 TSC22D3 TSPAN7 U2AF1L4 UBQLN2 UCN VPS37B WFDC3 WNT10A YJU2B ZBTB20 ZBTB21 ZBTB37 ZC3H10 ZFYVE27 ZMYND15 ZNF184 ZNF367 ZNF516-DT ZNF687 ZNF711 ZZEF1 CREB_Q2_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CREB_Q2_01 ABHD16A ABR ADAP1 ADNP ADNP2 AFF4 AHI1 AKIRIN1 APPBP2 AREG ARG2 ASPHD1 ATG5 ATL2 BIN1 BRAF BTAF1 C11orf87 C3orf14 C5orf46 CACNB2 CALD1 CBX8 CCND2 CD2AP CDC42 CDC42EP4 CDS1 CENPE CHGB CHPF CLCN3 CLCN4 CLDN6 CLDN7 CLSTN3 CMSS1 CNOT7 CREM CTC1 CYLD CYSTM1 DAAM2 DCTN1 DDX19A DDX28 DDX51 DEPDC4 DHX36 DNAJC27 DNTTIP1 DUS2 DUSP1 EGR1 ENSA EPHA2 ERF ESM1 EVX1 FAM131A FAM167A FAM174A FBXL2 FGF6 FLT1 FOSB FOXD3 GEM GLB1L GLYR1 GNL1 GPBP1 GPM6B GPRC5C GRP GTF2A1 H4C5 HDAC6 HHIP HOXC10 HS3ST2 HS3ST3A1 ID1 IKBKB ILVBL ING3 IRF2BPL IRX4 ITFG2 JOSD1 JUN JUND KCNA5 KCTD8 KLHL12 KYAT1 LDHA LGR5 LTBP1 MAFF MAP1LC3A MARCHF6 MBNL2 MCAM MLF2 MMGT1 MRGPRF MRRF MXD1 NCDN NEUROD6 NF1 NFKBID NOC4L NOL4 NPPC NPTX1 NR4A2 NSD3 NUBPL ORMDL2 ORMDL3 OSR1 PAFAH1B1 PAK1 PCSK1 PDE7A PDLIM3 PDXDC1 PEG3 PFAS PINX1 PITPNC1 PITX2 PLK4 PNMA3 PNMA6A PNRC1 PPARGC1A PPHLN1 PPM1A PPP1R15A PPP2R2A PRELID1 PRR3 PSKH1 PTPRU RAB24 RAI1 RBM18 RBP5 RCAN1 RECQL5 RELB RIPOR1 RNF166 RNF44 RPRD1A RPS29 RPS6KA3 RUNDC3A SAP30BP SARNP SCG2 SDHB SENP2 SHISA7 SIDT2 SIK1 SLC18A2 SLC25A25 SLC25A3 SLC6A5 SNAP25 SNAPC5 SPAG9 SPI1 SPRED2 SREBF2 SRP54 SRRM4 STK16 SULT4A1 SYNCRIP SYNGR3 SYT11 TACR1 TAF2 TAFA1 TAOK2 TBC1D32 TGFB3 TGIF2 THADA THOC1 TIPRL TMEM39A TMEM59L TPM4 TPT1 TRA2B TRAF4 TRIB1 TRIM39 TSC22D2 TSC22D3 UBA6 UBE2B UBE2H UBE4A VPS37A VPS37B WFDC3 WNT10A XRCC6 YTHDC2 ZCRB1 ZFAND2B ZFAND5 ZFY ZFYVE27 ZIM2 ZNF367 ZNF516-DT ZNF593 ZNF687 CREB_Q3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CREB_Q3 ABCE1 ABTB3 ACOX3 ACVR2A ADO AFF4 ALS2 ANAPC10 ANKH ANKS1B AP1G1 AP2B1 AREL1 ARID4A ARID4B ARIH1 ARL8A ATP6V0E1 ATP8B2 BABAM2 BCL11A BRMS1 C1QTNF7 C1orf74 C4orf33 CACNA1G CBX8 CCDC140 CCND1 CCND2 CDC42 CDKN1B CDKN2C CELF6 CHD2 CLSTN3 CMSS1 COL3A1 COQ7 CORO6 COX8A CPNE1 CRHBP CRK CSRP2 CTNND2 CWC25 DCTN1 DENND5A DEPDC4 DGKG DHX40 DIO2 DIO3 DNAJC27 DNAJC7 DNM3 DPH3 DUSP1 DXO E4F1 EBF1 EFHD1 EHD4 EIF5A ELF5 ENSG00000255537 ERBB4 ESM1 ESRRG ETV5 FBXW9 FCF1 FDXR FEZ1 FGF14 GGPS1 GPALPP1 GPAM GPR155 GRK6 GSC GTF2H1 GTF3C2 GZMB H2AC20 H2AC21 H2AC25 H2BC21 H2BC26 HMOX1 HNRNPAB HOXB3 HOXB5 HOXB6 HOXC10 HOXC11 HOXC4 HOXD11 HPS5 HSPB6 HSPD1 HSPE1 HTN1 ICAM5 ICE2 IFT20 IFT52 ING4 IRX4 ISG20 IWS1 JADE1 JADE2 JAG1 JMJD1C JUND JUP KIF9 KLHL12 KLHL18 KPTN LIAS LIN54 LMF2 LRP1B MAP3K11 MAPK10 MAPKAPK5 MAPKAPK5-AS1 MBIP MBNL2 MECR MED15 MEIS2 MITF MYH7 MZT2B NARS2 NAT10 NCAM1 NCAPH2 NFKB2 NIN NKIRAS2 NOL10 NOL4 NOLC1 NPAS4 NRDC NTRK3 NUBPL NUFIP1 NUP155 OARD1 ODR4 ORAI3 OXNAD1 PACSIN3 PAK1 PARD6A PAX3 PAX7 PELP1 PHACTR3 PHF21A PHLPP1 PIP4K2A PITX2 PKP4 PLCD3 POGZ POU2AF1 PPARGC1A PPP4R3A PRDM10 PRICKLE1 PROSER3 PRPF31 PRRC2A PRRC2C PSKH1 PSMB2 RAB1A RAB25 RALGAPA1P1 RAP1GDS1 RBKS RBM15B RBP5 RECQL5 RFC1 RFX5 RING1 RIPOR1 RNF44 RNPS1 RPL9 RPS3 RRM1 SAP30BP SCFD2 SCLT1 SEC24D SERTAD3 SH2D2A SHANK2 SHISA6 SLC25A3 SLC30A5 SLC38A4 SMARCAD1 SMPD4 SNF8 SPAG9 SPRED2 SPRY2 SREBF2 SRSF6 STAT3 STK19 STX4 SYT11 SYT12 TBC1D15 TBX2 TFPT TGFB3 THOC1 TLK1 TMEM183A TMEM33 TMEM39A TNFAIP1 TPR TRIM27 TRMT10A TRPC1 UBE2B USP14 USP36 USP48 VPS37B VPS4B WFIKKN2 XPR1 YTHDC2 ZC3H18 ZFAND2B ZGRF1 ZMYM4 ZNF2 ZNF576 ZNF593 ZNF687 CREB_Q4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CREB_Q4 ABHD16A ADCY8 AGPAT1 AHI1 AKIRIN1 ALKBH5 ANK2 ANKRD17 ARL4D ASPHD1 ATF3 ATG5 ATP6V0C BNIP3L BRAF BTAF1 C11orf87 C1orf35 CBX3 CBX8 CCDC148 CCN4 CD2AP CDC14B CDC42 CDK2AP2 CDX4 CEP57 CHAC1 CHGB CHMP2A CHPF CLCN3 CLDN7 CLSTN3 CMSS1 CMTR1 CNTROB CPSF7 CRELD1 CRH CSTF3 CTC1 CTCF CXCL16 CYLD CYSTM1 DAAM2 DACT1 DDX3X DDX51 DHX36 DNAJC9 DPH3 DUSP1 EGR3 EGR4 EIF1 ELAVL1 ELMO3 ELOVL5 EPHA2 ERF EVX1 FAM131A FAM167A FAM174A FANCD2 FBXL2 FGF9 FOS FOSB FOXD3 G3BP2 GAK GEM GJD2 GLYR1 GNAS GNL1 GPBP1 GPM6B GPR3 GRM3 GTF2A1 GTF3C1 H4C5 HAS1 HDX HHEX HHIP HNRNPA2B1 HOXC10 HS3ST2 ID1 IFT57 IKBKB ING3 ING4 INTS7 IRF2BPL IRX3 IRX4 IRX6 ITFG2 JAG1 JOSD1 KCNJ2 KICS2 KIF17 KIF7 KLF13 KNL1 KYAT1 LDHA LETM2 LGR5 LMCD1 LSM12 LTBP1 MAF MAFF MAP1LC3A MAP3K13 MAP3K7 MARCHF6 MBNL2 MMGT1 MRGPRF MRRF MSX2 MYL6 MYRF NDUFA10 NEUROD6 NF1 NFKBID NINJ1 NOC4L NOL4 NPTX1 NR2E1 NR4A2 NR4A3 NR6A1 NUBPL NUP214 NUP98 OGDH ORMDL2 OSBPL9 OSR1 OXNAD1 PABPC1 PAFAH1B1 PAK1 PAK3 PCSK1 PDP1 PENK PFAS PHACTR3 PITX2 PKP4 PLK4 PNMA3 PNMA6A PNPLA3 PNRC1 PPARGC1A PPIG PPM1A PPP1R15A PPP2R2A PRELID1 PRR3 PSENEN PSMB8 PTGR3 PTPRU RAB24 RAB25 RAB3A RAB6A RAB7A RAI1 RBBP8 RBMS2 RBP5 RCAN1 RELB RING1 RIPK4 RIPOR1 RNF44 RNF5 RPL41 RPRD1A RPS29 RPS6KA3 RUNDC3A RUSC1 RUSC1-AS1 SARNP SCAMP5 SCG2 SDHAF2 SDHB SEMA4C SENP2 SGIP1 SIDT2 SIK1 SIK2 SLC18A2 SLC25A37 SLC31A1 SLC38A1 SLC38A2 SLC66A2 SMAD1 SNAP25 SOCS4 SPATA7 SREBF2 SRSF1 SST SSTR2 SYNGR3 TAFA1 TAOK2 TEX14 TGIF2 THOC1 TIPRL TLE3 TLNRD1 TMEM147 TMEM175 TMEM39A TMEM59L TMEM86A TMUB2 TP53INP2 TPM4 TRIB1 TRIM39 TSC22D2 TSC22D3 TSPAN7 TUBB2B U2AF1L4 UBA52 UBQLN2 UCN VPS37B WDHD1 WFDC3 WNT10A YJU2B YTHDC2 ZBTB20 ZBTB21 ZC3H10 ZMYND15 ZNF184 ZNF367 ZNF516-DT ZNF593 ZNF687 ZNF711 ZZEF1 CREB_Q4_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CREB_Q4_01 ABCE1 ADAP1 ADCY8 ADNP2 AFF4 AHI1 AKIRIN1 ALS2 ANAPC10 AREG ARG2 ARIH1 ASPHD1 ATG5 ATL2 ATP6V0C BABAM2 BRAF C11orf87 CBX8 CCDC148 CCDC86 CCNI CD2AP CDC14B CDC42 CDK2AP2 CDS1 CENPE CHGB CHMP1B CHPF CLDN6 CLDN7 CLSTN3 CMSS1 CREB3L2 CREM CRH CTC1 CYSTM1 DAAM2 DCTN1 DDX51 DHX36 DIO2 DNAJB5 DNAJC27 DNTTIP1 DUSP1 EGR2 EIF1 ELOVL5 EPHA2 FAM131A FAM174A FGF6 FOSB FOXD3 GEM GLYR1 GNL1 GPBP1 GPM6B GPR3 GRM3 GTF2A1 H4C5 HAS1 HHIP HOXC10 HS3ST2 HS3ST3A1 ICA1 ID1 IFT20 IKBKB IRF2BPL IRX6 ISCU ITFG2 JOSD1 JUND KCTD8 KICS2 KYAT1 LDHA LGR5 LMO4 LTBP1 MAFF MAOA MAP1LC3A MAP3K13 MAPK10 MBNL2 MCAM MIR9-1HG MLF2 MLLT6 MMGT1 MRGPRF MRRF MXD1 MYL6 NCDN NDUFB2 NEDD1 NEUROD6 NF1 NOC4L NOL4 NPTX1 NR4A2 NUBPL NUP42 NUP98 OGDH OSR1 PACRGL PAFAH1B1 PAK1 PCK1 PDE7A PDLIM3 PDP1 PER1 PFAS PHACTR3 PITX2 PKP4 PLCD3 PLK4 PNMA3 PNMA6A PPM1A PPP1R15A PPP2R2A PRELID1 PRR3 PTPRU RAB24 RAB25 RAI1 RBKS RBM18 RBMS2 RBP5 RCAN1 RELB RHOQ RIPOR1 RNF166 RNF44 RNF7 RPL41 RPS29 RUNDC3A RUSC1 RUSC1-AS1 SART3 SCAMP5 SCG2 SENP2 SIDT2 SIK1 SLC18A2 SLC25A25 SNAP25 SNRNP40 SPAG9 SPI1 SPRED2 SREBF2 SRRM4 SST SULT4A1 SUV39H2 SYNGR3 TAF2 TAOK2 TAPT1 TAPT1-AS1 TBC1D32 TH THADA THOC1 TIPRL TLNRD1 TMEM147 TMEM39A TMEM59L TNFAIP1 TPT1 TRAF4 TRIB1 TRIM39 TRMT10A TSC22D2 TSC22D3 TSPAN7 UBE2H UCN USP2 USP48 VPS37B WFDC3 YWHAZ ZC3H10 ZCCHC17 ZFAND2B ZFAND5 ZFYVE27 ZNF184 ZNF367 ZNF516-DT ZNF593 CREL_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CREL_01 ABI3 ACAN ACTN1 ACTN3 AKT1S1 AKT2 ALG6 AMOTL1 AP1G2 APBA1 APPL1 ARHGAP5 ARHGEF2 ARPC2 BAZ2B BCL3 BCL6B BIRC3 BLCAP BMP2K C1QL1 CACNG3 CALCOCO1 CASKIN1 CASKIN2 CCDC107 CCL20 CCL5 CCM2L CCN2 CD69 CD70 CD74 CD86 CDC14A CDC42SE1 CDK6 CHD4 CHD6 CLCN2 CLDN5 CLOCK CNKSR1 COL11A2 COL16A1 COQ8B CREB1 CSF1R CSF2RB CTDSP1 CTDSPL2 CUEDC1 CXCL10 CXCL11 CXCR5 CYB5A CYLD CYP2D6 DCLK1 DDR1 DOCK4 DUSP6 E2F3 EBF1 EHD1 EHF EIF4A2 EIF4G1 EIF5A ELAVL4 ENO3 ERN1 ETV1 FAM117A FAM43B FGF1 FGF12 FLOT1 FOXS1 FTHL17 FUT7 G3BP1 GADD45B GATA4 GDPD5 GNAO1 GNG4 GNGT2 GPBP1 GPM6A GREM1 GRK5 HCST HGF HIVEP1 HNRNPR HTR3B ICAM1 IER3 IER5 IFNB1 IGDCC3 IKZF3 IL13 IL17C IL1RAPL1 IL27 IL2RA ITPKC JAK3 KANSL1L KAT7 KCNN2 KLK9 KRT36 KY LAMA1 LINC01138 LIX1L LRCH1 LRRC1 LTB MADCAM1 MAML2 MAP3K8 MAP4 MAPK6 MED13 MIA MIDEAS MIR17HG MITF MLLT11 MLLT6 MMP9 MOB3C MSC MSX1 NDUFB9 NFAT5 NFKB2 NFKBIA NFKBID NLK NR2F2 NXPH4 OLIG3 ORAI1 PAN2 PARP8 PCBP4 PCDH10 PCDH12 PCSK2 PFN1 PIK3R3 PLXNB1 PNKD POGK POU2F3 PPP1R13B PRDM12 PRRT2 PTGES PURG RAB34 RANBP10 RAP2C RAPH1 RASGRP4 RASSF2 RBMS1 REL RELB RFX5 RIMS2 RIN2 RNF43 RPL23A RPS19 RPS6KA4 RRAS S100A10 S1PR2 SDC4 SEC63 SH2B3 SIN3A SIX4 SIX5 SLAMF8 SLC12A2 SLC16A6 SLC30A3 SLC44A1 SLC6A12 SMOC1 SMPD3 SMYD2 SOS1 SOX10 SOX3 SOX5 SPTB STAT6 STC2 STX19 STX4 TACC1 TAFAZZIN TATDN1 TBC1D17 TCEA2 TCF7L2 TFE3 TIAL1 TLX1 TLX3 TMEM88 TNFRSF1B TNFRSF9 TNFSF15 TNFSF18 TNIP1 TP53 TP63 TPM3 TRAF4 TRIB2 TRIM47 TSEN54 TSLP TSNAXIP1 TSPEAR TUBGCP4 TUT1 UBD UBE2D3 UBE2H UPF2 VEZF1 WNT10A WNT10B WNT4 WRAP53 WRN YWHAQ YWHAZ ZBTB5 ZDHHC24 ZDHHC8 ZEB1 ZFAND3 ZFHX3 ZIC4 ZNF593 ZSCAN29 CRGAARNNNNCGA_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CRGAARNNNNCGA_UNKNOWN ACIN1 AIP ARGLU1 BCL11B BZW1 C14orf119 CCAR2 CDC27 CREB1 CREB3 CREBBP DARS1 EEF1B2 EIF1B EXTL2 FOXO4 GATA3 GSK3B KIRREL2 LEF1 LRMDA MED12 MTA2 NDUFS1 PALS1 PICALM PIK3R2 POLR3C PRPF19 PTBP2 RABEP2 RBM24 RNF115 RPS27 SERINC2 SLC30A7 SPATS2 SPTAN1 TLN1 TMUB1 TPT1 TSC22D1 TSPAN6 U2AF2 UBE2M UNC45A WAC ZBTB33 CRX_Q4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CRX_Q4 ABCC6 ABI3BP ABLIM1 ACAA2 ACADVL ACKR3 ADAMTSL1 ADGRL2 AGA AJUBA AKIRIN2 AMER1 AMHR2 AMMECR1 ANGPTL2 ANXA11 ARHGAP35 ASCL4 ATP1B3 ATP6V0A4 ATRNL1 B3GALT5-AS1 BCL11A BDKRB1 BHLHE22 BMI1 BNC2 BTG4 BTRC C10orf71 C12orf50 C5 C6orf62 CACNA2D4 CAMK2A CARTPT CASK CDK2AP2 CDKN2C CFB CHD2 CHORDC1 CKMT1B CLASP1 CLDN2 CLMP CLUH CNOT4 CNTLN CPEB4 CREB5 CRYGS CTBP2 CYP2F1 CYRIB CYTH2 DALRD3 DAP DCTN1 DEF6 DIP2B DLC1 DLG4 DMD DMPK DMRT2 DNAI4 DPYD DSG4 E2F3 ECHDC2 EFHB EFS EGFL6 EGFLAM ENTPD1 ERBB4 ERG ESM1 ESRRG ETS2 ETV5 EYA4 FGF14 FGF7 FIBCD1 FLNC FLRT1 FNDC9 FOXA1 FOXB1 FOXG1 FRMPD2 FZD4 GAP43 GDF7 GJD2 GLRA1 GNB3 GPBP1 GPR21 GPX1 GRID2 GRIN2B GSTCD GUCY2D GUCY2F H1-2 H4C3 HMGN2 HNF1A HOATZ HOXA3 HOXB3 HOXC4 HOXC5 HOXC6 HOXD10 HR HRK ID2 IGSF3 INTS12 IRX5 ITPRID1 JARID2 JMJD1C KCNA1 KCNH2 KCNIP2 KHSRP KRT2 KRT24 KRT3 KRT4 KRTAP13-3 LDB2 LEMD1 LIFR LIN28A LINC01565 LLGL2 LMO3 LRIT1 LRRTM4 LTBP1 LYPD2 MAB21L1 MAML3 MBD6 MCTP2 MDGA1 MED13 MEIS1 MEOX2 MEPCE MERTK MIER1 MIP MN1 MOAP1 MOCOS MSH5 MSX2 MTMR10 MYO3B NAA60 NCOA2 NDUFAF3 NEO1 NFIX NIPBL NKX6-1 NLGN1 NOL4L NOS1 NOTCH2 NOTCH2NLA NR1H4 NR2E1 NR2F1 NR6A1 NRXN3 OTOP3 PABIR1 PAX6 PAX7 PCDHGC3 PCSK1 PDE4D PGF PITX1 PITX2 PNPLA3 POLD4 POLR2A POU6F2 PPM1N PRDM13 PRKAG1 PROK2 PRRX1 PTMS PURA RAB33A RALGPS2 RAX RBM39 RIMS1 ROBO3 RORA RPA3 RPRML RPS6KA3 RTN2 RUNX3 SAMD11 SARNP SATB1 SATB2 SIX3 SLC12A5 SLC13A4 SLC1A7 SLC5A2 SLC6A20 SLC6A5 SLC9B2 SLITRK1 SOAT2 SOGA1 SOX15 SPTSSB SRPK2 SSBP2 SST STAT5B SYNE1 TCF7 TCF7L2 TENM3-AS1 TEX2 TIGD2 TKT TLE4 TLX3 TMEM126B TMEM35A TMUB2 TNFSF11 TNFSF4 TNNT1 TRIML1 TRIP10 TRMT10A TSC22D1 TULP1 TYRP1 UBAP2L UBXN10 UPRT USP34 VASP VXN WNT3A WNT6 ZBTB18 ZBTB20 ZBTB4 ZFP36L2 ZNF281 ZNF384 ZNF385A ZPBP2 CTAWWWATA_RSRFC4_Q2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CTAWWWATA_RSRFC4_Q2 ABLIM1 ACTA1 ACTN3 ADAM11 ADAMTSL1 ADCYAP1 ADGRD1 AHNAK AKAP1 ALDOA ALPK2 AMD1 AMPD1 ANGPT4 ANKMY2 ANKRD23 AOC2 AQP1 ARHGAP36 ARHGEF15 ARHGEF38 ARMCX6 ARR3 ART3 ART5 ASB16 ASB4 ASPH ATF3 ATL2 ATP2A3 ATP2B4 BAMBI BCL9L BNC2 BZW2 C10orf71 CA7 CACNA2D3 CACNB1 CAPN3 CASQ1 CASQ2 CASZ1 CBLN4 CCDC91 CD24 CD36 CDC42EP2 CDC42EP3 CELF4 CFL2 CHN2 CKB CKM CLCN1 CNTN1 COL10A1 COL13A1 COL8A1 CORO6 CPEB4 CPNE7 CPT1B CRTAP CSDE1 CSRP3 CTNND2 CUL3 CYP26B1 CYP2E1 DBNDD2 DCAF17 DES DGKI DIRAS1 DKK4 DLG2 DMD DMP1 DNAJA4 DPYSL3 DRD3 DST DYRK2 EEF1A2 EFHD1 EGR2 EIF5A ELAVL4 ELMO2 EMB ENO3 EPC2 EPHA7 EPHX4 ESAM ESR1 EYA1 FAM117A FAP FBXO40 FBXW11 FGB FGF12 FGF4 FGF6 FITM1 FOXP1 GABRB2 GCG GIT1 GPBP1L1 GPC4 GPCPD1 GPM6B GPR153 GPR157 GPRASP3 GRIN2B GRIN2D GSC GYG1 H1-1 H1-2 H2AC1 H2BC1 H3C1 H4C1 HAO1 HAPLN1 HBEGF HDAC7 HDAC9 HES1 HOXB4 HOXB7 HOXC4 HOXD4 HRC HSPB1 HSPB3 IFNB1 IGF1 IGSF21 IKZF2 IL4 INPPL1 IRS1 ITGA10 ITGA7 ITGB3BP ITSN1 JUN KCNJ2 KCNN1 KCNQ5 KLHDC8B KLHL40 KLHL41 KRT222 KRT77 KTN1 KY LGALSL LIF LINC00303 LINC00670 LINC01597 LIX1 LMCD1 LOXL4 LPAR4 LRRC20 LRRTM1 LRRTM4 LSMEM2 LYPD1 LZTS2 MAB21L2 MACO1 MAP2K5 MAT2A MB MBOAT2 MCU MEOX2 METTL8 MGAT3 MGST3 MIA2 MID1IP1 MOSMO MRPS23 MUSK MYBPC2 MYF6 MYH2 MYH3 MYH4 MYH8 MYL1 MYOM2 MYOZ1 MYOZ2 NAT8L NCAN NCOR1 NDP NDRG2 NEIL3 NEK2 NEXN-AS1 NFAT5 NFATC1 NFIL3 NME5 NNT NOG NPTXR NR0B2 NR2F1 NR4A1 NTS OPN3 OTUD7B PAK6 PALLD PANK1 PATE1 PATZ1 PCDH11X PCDH11Y PCDHB1 PDE6D PDZRN4 PER1 PHKA2 PHOSPHO1 PIK3R3 PITX2 PLAGL2 PLEKHA6 PLSCR4 PMEPA1 POFUT1 POU3F4 POU4F1 PPARGC1A PPP1R3A PPP1R3D PPP2R2A PRKAG1 PRMT3 PRRX1 PRX PTCH1 PTCHD4 PTPRO PURA PVALB RAB2A RALY RAP2B RAP2C RARA RASGEF1B RASGRF1 RASGRP2 RASGRP3 RCOR1 REEP1 RETREG1 RGS9BP RHOBTB1 RHOBTB3 RHOQ RIMS2 RNF207 RPA3 RRAD S100A4 S1PR1 SCML1 SCN4B SDHC SGCD SH3GLB2 SIK3 SIPA1L1 SIX3 SLC12A5 SLC12A8 SLC25A4 SLC26A6 SLC2A4 SLC30A1 SLC32A1 SLC44A1 SLC7A1 SLC8A3 SLC9A5 SLITRK4 SMAD3 SMARCA2 SMPX SMYD1 SNCAIP SOX5 SOX9 SPIB SPTB STAC STAG2 STAU1 STBD1 STC1 SUPT4H1 SV2A SYNPO2L SYTL2 TCEA3 TEF THBS2 TIMP2 TLCD5 TLK2 TMEM117 TMEM255A TNFRSF17 TNNC2 TNNI1 TNNI3 TNNI3K TOB2 TPM2 TPM3 TRDN TRHR TRIB2 TRIM63 TRIM8 TRMT10A TRPM4 TSC1 TSC22D1 TSPAN13 TSPAN14 TTC17 TTYH2 TUBA4A TUBA4B TWIST1 TYRO3 UBE2E4P USP2 USP47 WFDC1 WIPI1 WT1-AS XIRP1 XK YJEFN3 ZBTB18 ZC3H10 ZDHHC24 ZIC4 CTCNANGTGNY_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CTCNANGTGNY_UNKNOWN ABCA1 ABR ADRA1A ADSS2 AGO1 ALDH18A1 AQP5 ARHGAP6 ARHGEF19 ARX ASIC1 ATP5MC1 ATXN7L2 BAHD1 C1orf21 CACNG2 CAPRIN1 CCDC9B CGREF1 CITED2 CKB CLINT1 CTCF CYFIP2 ELOVL4 EMILIN1 FAAP100 FBXW9 FES FGF4 FOXP2 FRMD6 FXR2 GNA14 H1-10 HDAC7 HHIP HNRNPF HOXA13 HSPH1 IKZF3 IL1RAPL1 INPP5A IPO4 IRX6 JADE1 KCNA6 LMO1 LRATD2 LRFN5 MAP2K7 MAX MINK1 MIR137HG MKRN4P MYCL MYCLP1 NOVA2 NR1D1 PAX2 PHF8 PNCK POP1 PRDM10 PRDM13 PRKAG1 PRR7 PTGR3 RBM15B REPS2 RFX4 RIDA RPS6KA3 RUNX3 SETD7 SHOX2 SLC2A4 SLC31A1 SLC6A4 SMPD3 SPRED1 SREK1 STRIP1 SUGP1 TAF5 TBX3 TEF TGIF2 TMPRSS3 TRIML2 UTP4 VPS50 ZFP91 ZHX2 CTGCAGY_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CTGCAGY_UNKNOWN AAMP ABCC6 ABCD2 ABCG1 ACIN1 ACTR1B ACVR1 ADAM11 ADAMTS2 ADD3 ADGRB2 ADGRB3 ADNP ADORA2A AGAP1 AGO1 AK8 AKT2 ALCAM AMZ2 AMZ2P1 ANGPT2 ANGPTL2 ANGPTL8 ANK3 ANKRD28 ANKRD55 ANPEP ANXA6 AP2A1 APBB2 APC2 APLN APP AR ARF3 ARFGEF3 ARMC7 ARMCX4 ARPC5 ARRDC3 ATF4 ATF7IP ATG16L1 ATP1A3 ATP1B1 ATP2B4 ATP2C1 ATP6V1B2 AXIN2 B3GALT2 BAG4 BARHL1 BBX BCL11A BCL9L BCOR BDNF BEND6 BEX1 BEX3 BHLHE40 BRINP3 BRSK1 BSCL2 BSPRY BTBD9 BTF3P11 C11orf42 C11orf87 C14orf119 C18orf25 C1QTNF3 C7orf33 C9orf78 CA7 CACNB2 CACNB3 CACNG2 CACNG3 CADM2 CALCR CALM1 CALM3 CALN1 CAMK1D CAMK2D CAMK2G CAP1 CARMIL3 CASK CASP10 CAVIN2 CBFA2T3 CBLN1 CBX8 CCDC177 CCDC47 CCDC78 CCDC85B CCNDBP1 CCNE2 CCNYL1 CCT6B CD151 CD27 CD72 CD99L2 CDH13 CDH2 CDH24 CDH6 CDK2AP2 CDK5R2 CDK6 CDK9 CDKL5 CELF1 CEP164 CFL1 CFL2 CHD6 CHGA CHST8 CIB3 CIDEB CILK1 CITED1 CITED2 CIZ1 CKMT1B CLSTN3 CLUH CNMD CNNM1 CNTD1 CNTN2 CNTN6 COA3 COL11A2 COL7A1 COLCA1 COPZ2 COQ8A COTL1 COX18 CPA4 CRIM1 CRIP2 CSNK2A1 CSRNP3 CTNND1 CTNND2 CTTNBP2NL DAB1 DACT2 DBNDD2 DCLK1 DCTN4 DCX DDX17 DDX42 DDX6 DEF6 DEPTOR DEXI DGCR8 DIABLO DIO2 DIS3L DLC1 DLG2 DLG3 DLGAP1 DMD DMTF1 DMTN DNAI4 DNAJB4 DNM1 DNMT3A DOC2A DOK7 DPP9 DPT DPYSL2 DPYSL3 DSCAM DSTN DUSP16 DUSP3 DUSP8 DUSP9 DVL3 DYNC1LI2 EAF1 EDA EEF1DP3 EGR1 EGR3 EIF4A2 EIF4G2 ELAVL4 ELF4 ELK3 ELMO1 ELMO3 ENHO ENKD1 ENO2 EPB41 EPB41L3 EPB41L4B EPHA7 EPN3 ERG ERLIN2 ESRRA ESRRG ETFDH ETV1 ETV4 ETV5 EVX1 EWSR1 EXOC8 FAM193A FAM78A FAM81A FARP1 FBXO40 FBXO9 FBXW12 FBXW7 FCRLB FERMT3 FGF1 FGF11 FGF12 FGF13 FGF14 FGF8 FGF9 FGFR1 FGFR4 FHL1 FHL3 FLI1 FLRT3 FLT3 FNDC5 FNDC7 FNDC8 FOS FOXN3 FOXO3 FOXP1 FRMD4A FRS3 FST FSTL5 FYN FYTTD1 FZD4 GAB2 GABRA3 GABRQ GAL3ST3 GALK1 GANAB GARNL3 GARS1 GATA6 GDPD3 GEM GGNBP2 GGT7 GIT2 GJD4 GLI1 GMPR GNA13 GNAI1 GNG3 GPC3 GPHN GPM6A GPR21 GPR61 GRIA3 GRIA4 GRIK2 GRIN2A GRIN2D GRIN3A GRPR GSK3B GTF2A1 GTPBP1 GYS1 HACD3 HAPLN4 HCFC1R1 HDAC3 HDAC9 HELZ2 HERC1 HEXIM2 HEY1 HFM1 HGF HIRA HMGN2 HNF1B HNRNPDL HNRNPUL1 HOXA1 HOXA13 HOXA2 HOXA3 HOXA9 HOXB6 HOXB8 HOXD4 HPSE2 HRAS HRH3 HYCC2 ID4 IER5L IFFO1 IGSF1 IKZF2 IL1RAPL1 IL34 INHA INKA1 IP6K2 IRF2BPL IRS1 ISOC1 ITGA7 JADE1 JADE2 JAKMIP1 JARID2 JMJD1C JUNB KCNAB1 KCND1 KCNE4 KCNH2 KCNIP1 KCNIP4 KCNJ2 KCNN2 KCNN3 KCNS3 KDM3B KIF17 KIF3C KITLG KLF10 KLF12 KLHL13 KLHL28 KLHL40 KMT2D KMT2E KRTAP10-3 L1CAM LAMTOR1 LBX1 LCK LGALS1 LHX4 LIMK2 LINC00477 LINC01341 LINC01567 LINC01931 LINC02908 LMO3 LMO4 LMOD3 LMX1A LPCAT4 LRFN3 LRFN5 LRP1B LRP5 LRRC15 LRRC3B LRRC8A LRRTM1 LSM1 LUC7L LY6H LYPD1 MAF MAGED1 MAGED2 MAN1C1 MAP1A MAP1B MAP2K6 MAP2K7 MAP3K4 MAP4 MAPK7 MAPT MAS1 MAX MBNL2 MCAM MCF2 MECOM MED12 MEIS1 METTL6 METTL7B MEX3B MGAT4C MICU3 MIER1 MINK1 MIP MIR503HG MLF2 MLLT10 MLX MMP9 MOAP1 MRPL40 MST1 MTUS1 MYADML MYLK2 MYO18A MYO1F MYO3B MYPN NAP1L2 NBEA NBL1 NCDN NDST2 NDUFA4 NDUFB3 NDUFB8 NEDD4 NEFL NEUROG1 NEXN-AS1 NFIX NFKBIA NIBAN1 NIPBL NKAPD1 NKD1 NLGN2 NLGN3 NNAT NOL4 NOVA1 NPAS4 NR1D1 NR2F1 NR3C2 NRAS NRG1 NRGN NRXN1 NRXN3 NSD1 NSD3 NTN3 NTRK2 NUAK1 NUDT14 NUP54 NXF1 NXPH4 OLFML2A OMG OPCML OSBPL7 OTOP2 OTOS PABIR2 PAF1 PAFAH1B1 PAX6 PCDH17 PCDH7 PCDH9 PCDHB11 PCDHB12 PCDHB15 PCDHB2 PCDHB4 PCDHB5 PCSK1N PDE4D PDGFB PDGFRB PDHA2 PELI3 PFN2 PGF PHACTR3 PHF12 PHF6 PICALM PID1 PIH1D2 PIK3IP1 PIK3R1 PIM1 PIN4 PIP4K2A PIP5K1B PITHD1 PLA2G4B PLA2G4D PLCB3 PLEKHA6 PLPP5 PLXNB1 PNKD PNMA3 PNMA6A PNRC1 POC1A POGZ POLR3E PON1 POU4F2 PPARGC1B PPM1J PPP1R21 PPP2R2B PPP2R5B PPP2R5C PRDM13 PRDX2 PRICKLE4 PRIMA1 PRKAG1 PRKD2 PRM2 PRMT3 PRR7 PRRC2C PSD PTCH1 PTCHD1 PTCHD4 PTGDS PTK2 PTP4A1 PTPN14 PTX3 PUM2 PURA PWP2 QRICH1 RAB30 RAB3A RAB3C RAB5B RABAC1 RABL6 RAD51D RAP1GAP RAPGEFL1 RAPH1 RARA RBFOX2 RBM14 RBM45 RBMS3 RBP5 RCOR1 RCOR2 RELCH RELL2 RELT RERG RGL1 RGS2 RGS8 RHBDD3 RHOA RHOB RHOBTB2 RHOBTB3 RIMS1 RND2 RNF123 RNF145 RNF152 RPL28 RPS6KA3 RPUSD4 RRAGB RTKN RTN4 RUSC1 RUSC1-AS1 RUVBL2 RWDD4 RYR2 S100A1 SALL1 SANBR SARM1 SARS1 SASH3 SATB1 SCAI SCN2A SCN8A SEC11C SEMA5B SEMA6A SEPTIN4 SERPINE1 SERPINF1 SGCD SGCG SGIP1 SH2D3C SH3BGRL SH3BP1 SHF SHFL SHISA7 SHOX2 SIPA1 SIRPA SKIDA1 SLC12A5 SLC22A17 SLC26A10P SLC26A6 SLC26A9 SLC2A12 SLC44A1 SLC48A1 SLC4A10 SLC5A11 SLC9A6 SLCO2A1 SLCO5A1 SLITRK1 SLITRK3 SLITRK5 SMARCD3 SMTNL2 SNPH SNRPN SNURF SOBP SORD SORL1 SOX10 SOX2 SOX4 SPACA9 SPAG9 SPOCK2 SPRED1 SPRTN SPRY4 SPTSSB ST8SIA4 STAG1 STARD13 STAT5B STIP1 STK4 STMN2 STOX1 STRIP1 STX16 SYT12 SYT3 SYTL2 SZT2 TACC2 TAOK1 TBCC TBPL1 TCF15 TCTA TFAP4 TFDP2 TGIF1 TGIF2 THEM6 THY1 TIGD2 TIMP4 TLCD3B TMEM108 TMEM131L TMEM132A TMEM132E TMEM132E-DT TMEM191A TMEM255A TMEM256 TMEM60 TMEM74B TMTC2 TMUB2 TNFRSF12A TNFRSF9 TNXB TOGARAM1 TPPP3 TRAPPC11 TRIB1 TRIM3 TRPS1 TSC22D1 TSC22D2 TSC22D3 TSHZ3 TSPAN13 TSPAN7 TTBK2 TTC19 TTC9B TUBA1A TUBA1B TUBA4A TUBA4B UAP1L1 UBE2E2 UBE2L3 UBR5 UHMK1 UNC50 UPK2 USH1G USP13 USP15 USP20 USP21 USP8 VPS4A VSNL1 VXN WBP2NL WNK4 WNT2B WNT6 WWP1 XPO1 YWHAE ZBTB20 ZBTB25 ZBTB45 ZBTB47 ZDHHC5 ZFP36L1 ZFX ZFY ZMAT3 ZMYM2 ZMYND8 ZNF367 ZNF532 ZNF711 ZNF777 ZNRF1 ZSWIM8 CTGRYYYNATT_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CTGRYYYNATT_UNKNOWN ADGRF2 ASIC2 ASTN1 ATP6V1B2 C8orf34 CABP1 CACNB2 CCDC3 CDKL5 CHMP2B CNKSR2 CNTRL COL9A1 CRACR2B CRYAB CSMD3 CSPG5 DKK1 DMD DRG1 EMC3 ENSG00000291228 ERG ERRFI1 FAM53C FGF7 GAB2 GABARAP GADD45A GNB3 GPATCH2L GPX1 GRIA1 GTF2IRD1 HDX HOXC4 HSPB2 IL1RAPL1 IL25 LONRF3 MIR9-1HG MOAP1 MRPL58 NCDN NHLH2 NRP2 NTRK2 NXPH4 PAX9 PCNT PHOX2B PHYHIP PIK3R1 PIK3R3 PTCHD4 RANBP9 RHOBTB2 RPL27A RREB1 SEPTIN9 SKIDA1 SMOX SOCS1 SOX10 SOX4 SP8 SPEM1 SREBF2 SSX2IP TMEM109 TNFSF4 TP63 TSPAN33 WFIKKN2 CTGYNNCTYTAA_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CTGYNNCTYTAA_UNKNOWN ABI1 ADAMTS5 ADRB3 AICDA ATOH8 BCL11A BRPF1 BTBD3 CDC14A CDK15 CERCAM CLN3 CYP2W1 DAB2IP DGLUCY DLG3 DPF3 DSCAM ELAVL2 EPHA1 ERRFI1 FIBIN FXYD3 GDAP1L1 GIMAP1 GJC1 GPR158 HDLBP HIVEP3 HTN1 INPPL1 IRAG1 IRAK4 ITGA3 IVNS1ABP JPH4 KCNN2 KLC4 KLHL25 KRT222 KTN1 LDB2 LIG3 LIN28A LRRTM4 MB21D2 MECOM MEF2D MFRP MRPL2 MSI2 NEUROD6 NLGN2 NR3C2 NRGN NRP2 ONECUT2 OSR2 OTUB2 PDPN PELI2 PEX5L PHOX2B PLAG1 PLP1 PLXDC2 PMP22 POLR1G PRDM1 PRPH PTMA PUS7L QRICH1 SLC39A5 SLC8B1 SMG5 SOWAHA SSBP3 STAG3 TBCC TFIP11 TMEM126B TMEM79 TRPV6 TUG1 TXNDC12 ZBTB22 ZNF462 CTTTAAR_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CTTTAAR_UNKNOWN ABCA10 ABCA7 ABCB1 ABI2 ABRAXAS1 ACE2 ACTG2 ACTL6B ACTR1B ACVR1C ADAMTS5 ADAMTS6 ADCYAP1 ADD3 ADGRD1 ADGRF1 ADRB3 AFF3 AGBL2 AGPAT1 AGPAT4 AHCY AHCYL2 AKAP1 AKR1B1 AKTIP ALKBH5 ALOX12 ALX1 AMBN AMER1 AMOT AMY2A ANKH ANKRD10 ANKRD28 ANKRD7 AP4M1 APLP1 APLP2 AQP8 ARHGAP5 ARHGAP6 ARID3B ARIH1 ARL3 ARL4C ARL6IP5 ARMCX2 ARPIN ARRDC3 ASH2L ASPN ATF2 ATOH1 ATOH8 ATP1A1 ATP1A2 ATP6V0A1 ATP6V1E2 ATRNL1 AXL AZIN1 B4GALT1 BCAS3 BCL11B BCL9 BCL9L BDNF BHLHE41 BIN1 BIRC2 BLTP3A BMP15 BMP2K BMP5 BNC2 BORCS5 BORCS6 BPNT2 BRPF1 C12orf50 C12orf75 C19orf25 C19orf73 C1QTNF7 C1orf122 C1orf43 C2CD2L CA4 CA7 CACNA1A CACNA1D CACNA2D3 CACNG3 CALCOCO1 CALCRL CALM1 CALN1 CALR CAMK1G CAMK4 CAST CATIP CBX6 CCDC71L CCDC8 CCER1 CCN1 CCN4 CCNG2 CCR7 CDC14A CDC37 CDH20 CDH23 CDIPT CDK11A CDK11B CDK14 CDK16 CDK7 CDK8 CDKN2C CEBPB CELF4 CELSR2 CERCAM CFL2 CHAT CHCHD7 CHD2 CHD4 CHKA CHRDL1 CHRNA7 CIBAR1 CIPC CITED1 CLCA3P CLDN1 CLDN11 CLDN6 CLEC3A CLEC4D CLIC3 CLN3 CLUH CMTM4 CNOT4 CNTLN CNTN4 CNTNAP5 COL6A3 COL8A1 COL9A1 COLEC10 COLGALT1 COPS6 COQ8B CPD CPNE1 CREB3L1 CREB5 CRTAM CS CSDE1 CSF3 CSPG4 CSRP3 CSTA CT55 CTBP2 CTNNA3 CTNNB1 CTNNBIP1 CUX1 CYB561D1 CYP26B1 CYP2W1 CYP4V2 DAB2IP DBP DCP1A DCX DERL1 DGLUCY DHX38 DIDO1 DLG1 DLG2 DLG3 DLX1 DMAC2 DMD DNAJA2 DNAJC14 DNAJC21 DOCK11 DPAGT1 DPF3 DPH1 DPP10 DPYSL2 DRD3 DRG2 DSCAM DTX1 DUSP10 DUSP14 DUSP7 DVL3 E2F3 ECM2 EDEM1 EDN1 EFHD1 EGF EGLN3 EHF EIF2AK3 EIF4A2 ELAVL2 ELAVL4 ELF4 ELMO2 ELOA EMC2 EML4 EMP1 EMX2 EN1 EN2 ENPP6 EP300 EPAS1 EPB41 EPB41L5 EPC1 EPC2 EPHA1 EPHA2 EPYC ERBIN ERC1 ERF ERICH6 ERRFI1 ESRRG ETF1 ETHE1 ETV5 ETV6 EXOSC6 EXOSC7 EYA1 F2RL1 FABP4 FAM117B FAM13B FAM169BP FAM20B FAM222B FAM27E5 FANCF FAP FBXL7 FBXO11 FBXO2 FBXO44 FBXW7 FES FEZ2 FEZF2 FGF16 FGF23 FGF5 FGF9 FGFBP3 FHL5 FIP1L1 FKBP3 FKBP8 FLII FMO3 FOXB1 FOXD3 FOXE1 FOXG1 FOXI2 FOXN3 FOXO1 FOXP2 FOXQ1 FPGT FST FUNDC1 FUT8 FXYD3 FXYD4 GABPB2 GALE GAN GATA6 GCAT GCDH GCNT1 GDAP1L1 GDNF GEN1 GFRA3 GHDC GIMAP1 GIT1 GJA5 GJC1 GLRX GMFB GMPR2 GNAI1 GNB4 GNG11 GNGT1 GNRHR2 GOLGA5 GOLPH3L GPM6A GPR107 GPR158 GPR174 GPR21 GPR22 GPR50 GPR63 GRIA1 GRIA3 GRIK3 GRK5 GRM7 GRPEL2 GRPR GTF2A1 H2AX HAPLN3 HAS2 HAS3 HBP1 HCFC1R1 HDLBP HECTD2 HEXD HINT2 HIVEP1 HIVEP3 HLA-B HMBS HMCN1 HMG20B HNRNPA3 HNRNPD HNRNPLL HOXA10 HOXA3 HOXA4 HOXB3 HOXB7 HOXB8 HOXC13 HOXD10 HOXD12 HOXD8 HPS3 HPSE2 HROB HSP90AB1 HTN1 HYAL2 IDH1 IDH3A IER2 IER5 IFRD1 IFT43 IGDCC3 IGF2R IGSF22 IKBKB IKZF3 IL1B IL1F10 IL1RAPL1 IL2 IL9 IMMP2L ING2 INHBA INO80 INPP5F INPPL1 IP6K2 IRAG1 IRAG2 IRF2BP1 ITGA1 ITGA3 ITGBL1 ITPKC ITPRIPL1 IVNS1ABP JADE2 JADE3 JARID2 JAZF1 JMJD1C JMJD6 JPH4 JUND KAT6A KBTBD12 KCNA3 KCNH5 KCNH7 KCNH8 KCNJ5-AS1 KCNJ8 KCNK12 KCNQ1DN KCTD8 KDELR2 KDM5C KIF19 KIF1B KIRREL3 KLC2 KLC4 KLF3 KLF3-AS1 KLF5 KLF8 KLHDC3 KLHL25 KNCN KPNA6 KRT20 KRT222 KRT85 KRTAP13-2 KTN1 LARP1 LBX1 LCOR LDB2 LDB3 LGR5 LIG3 LIN28A LINC02687 LINC03042 LIX1 LMCD1 LMNA LMO4 LMOD1 LMX1A LRATD1 LRP5 LRRC28 LRRC36 LRRIQ3 LRRTM4 LUC7L3 LURAP1L LYG2 LYPD1 LYPD6 MAB21L1 MACC1 MACO1 MACROD2 MACROH2A2 MAF MAGI1 MAMDC2 MAP1B MAP1LC3A MAP2 MAP2K5 MAP3K11 MAP3K13 MAPK10 MAPKAPK3 MASP1 MATN3 MB21D2 MBD5 MBNL2 MCF2 MCM7 MDM1 MEA1 MECOM MED12 MED22 MEF2B MEF2C MEF2D MEIS1 MEOX1 MEPE MFGE8 MFRP MGAT4A MGAT4B MGAT4C MIA2 MIEF2 MINDY2 MIR137HG MIR22HG MITF MKNK1 MLLT6 MLN MMP15 MMP17 MNT MPP2 MRPL2 MRPS18B MRPS34 MRTFA MSI2 MSL3 MSX2 MTMR11 MUSK MYCL MYH2 MYL1 MYO18A MYPN NAA50 NAALAD2 NAALADL2 NAGS NAMPT NASP NBEA NBL1 NBPF11 NCKAP5 NCOA6 NDP NDST2 NDST3 NEDD4 NEDD8 NEFM NELL2 NEUROD1 NEUROD6 NFATC4 NFIX NFKBIZ NHSL2 NIPA2 NIPAL2 NKAIN2 NKX2-1 NKX2-5 NKX6-1 NLGN3 NME3 NODAL NOL12 NOL4 NOSIP NOX3 NPPA NPVF NR2C2 NR2C2AP NR2F2 NR3C2 NR5A2 NRAP NREP NRGN NRL NSD3 NSMCE3 NSRP1 NT5C1A NTNG2 NUCB1 NXN NXPH1 ODAPH ODF1 OGA OGFOD1 OGFOD3 OGN OLFML1 OLIG1 OMG ONECUT2 OPHN1 OPN3 OPRM1 OR2A4 OR6C3 OSBPL9 OSR2 OTOA OTP OTUB2 OTX2 P3H2 PACSIN2 PACSIN3 PAK4 PAPPA PAQR3 PATL1 PAX3 PBX1 PBX3 PCDH10 PCDH18 PCDH9 PCF11 PCGF1 PCYT2 PDE10A PDE3B PDE6A PDE8A PDGFRA PDHA1 PDIK1L PDPN PDYN PEG3 PELI2 PELO PEX11B PEX5 PEX5L PFN2 PHETA1 PHEX PHF12 PHLDA2 PHOSPHO1 PI16 PIAS4 PIF1 PIGC PIGR PIK3C2B PIK3R3 PIP4K2A PIR PISD PITX2 PLA2G12B PLAG1 PLCB3 PLCD4 PLCL1 PLEKHA1 PLP1 PLXDC2 PMEPA1 PMP22 PNPLA6 POLR1G POLR3C PORCN POU2F1 POU4F2 PPARGC1A PPFIA2 PPFIA3 PPM1E PPP1R10 PPP1R14C PPP1R2B PPP1R3A PPP2R2B PPP2R3A PPP2R5B PPP4R1 PPT2 PRCC PRDM1 PRDM12 PRDM13 PRDM16 PRIMA1 PRKACA PRKAG1 PRKAR2B PRKCE PRKCG PROX1 PRPH PRPSAP1 PRR14 PRRG2 PRRT1 PRRX1 PRRX2 PRUNE1 PRUNE2 PTGES2 PTH2R PTK2B PTMA PTPN12 PWWP3B PXK PYGM PYM1 PYROXD1 QRICH1 RAB15 RAB33A RAB3C RABL6 RANGRF RAP2A RASL11A RBM24 RBM41 RBX1 RCAN1 RCOR1 RDH10 REEP4 RERE RFTN2 RFX4 RFX5 RFXANK RHOB RHOBTB2 RIMS2 RIOK1 RIPOR2 RNF133 RNF19A RNF44 RNF5 ROBO1 RPAP1 RPL7 RPL7A RPLP0 RPS6KL1 RRM2 RTN4 RUNX1T1 S100A10 SALL1 SALL2 SALL3 SATB1 SAYSD1 SCD SCML1 SEC14L2 SEL1L SEMA3A SEMA3B SEMA7A SEPHS1 SERBP1 SERPINB10 SERPINF1 SERTAD4 SFRP1 SFRP4 SFXN2 SGMS2 SH3KBP1 SHANK2 SHH SHKBP1 SIDT2 SIK3 SIPA1L2 SIX1 SKAP1 SKIDA1 SLC1A3 SLC25A10 SLC25A21 SLC25A23 SLC25A37 SLC25A48 SLC26A6 SLC2A13 SLC2A4 SLC36A2 SLC39A5 SLC44A1 SLC44A5 SLC4A2 SLC5A4 SLC6A13 SLC6A18 SLC6A5 SLC7A10 SLC9A6 SLC9A9 SLITRK1 SLITRK2 SLITRK4 SLITRK6 SLMAP SMAD6 SMARCA1 SMARCB1 SMARCD2 SMC6 SMIM14 SNCAIP SND1 SNPH SNX15 SOBP SOCS2 SON SORBS1 SOX15 SOX5 SPAG7 SPAG8 SPINK7 SPRED1 SPRR2A SPTLC3 SRC SRF SRP72 SRPK2 SRPX2 SRSF2 SRSF9 SSBP3 SSBP4 SSH3 STAG3 STC1 STEAP2 STIM2 STK35 STK38L STK40 STOML2 STX10 STX5 STXBP6 SUDS3 SUMF1 SUMO4 SYNPO2L SYNRG SYT12 SZRD1 TAFA1 TAGLN TAGLN2 TAOK1 TBCC TBR1 TBX2 TBX3 TBX4 TCF4 TCF7 TCF7L1 TCP10L TCP10L3 TCP11L2 TECTA TEK TEKT4 TENM3-AS1 TFEC TFIP11 TGFB2 TGFB3 TGIF1 THOC6 THRB TIAL1 TIMELESS TLCD3B TLCD4 TLR7 TMCC1 TMED1 TMEM150A TMEM163 TMEM184B TMEM187 TMEM241 TMEM38A TMEM88 TMPRSS15 TNFRSF19 TNIP1 TNNT2 TOB1 TOP1 TOPBP1 TOX2 TP53BP1 TP63 TPBG TRERF1 TRMT9B TRPM1 TRPM3 TRRAP TSGA10 TSGA13 TSHB TSHZ1 TSPAN3 TSPAN31 TTC17 TTC23 TUBAL3 TUG1 TULP2 TXNDC12 TXNL4B TYRP1 UBE2F UBE4B UBR3 UBR4 UGT2B10 UNC5B USP31 USP36 USP49 VASH1 VASP VAT1 VCPKMT VGF VSNL1 VSTM2L WDPCP WDR49 WDR81 WNT5A WNT9B XK XKRX XPO4 XPO7 YBX3 YIPF1 YPEL5 YRDC YWHAG ZBTB18 ZBTB20 ZBTB22 ZBTB33 ZBTB7A ZDHHC3 ZFP36L1 ZFP91 ZFYVE9 ZIC2 ZIM2 ZMYM4 ZMYM6 ZNF219 ZNF362 ZNF365 ZNF366 ZNF367 ZNF516-DT ZNF593 ZNF644 ZNF710 ZNRF2 CTTTGA_LEF1_Q2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CTTTGA_LEF1_Q2 A1CF AARS2 ABCD1 ABCD2 ABCF2 ABHD15 ABHD2 ABI3BP ABR ACAP2 ACIN1 ACSL3 ACSL5 ACSS3 ACTR1A ACTR3 ACVR1B ADAM12 ADAM9 ADAMTS12 ADAMTS19 ADAMTSL1 ADD3 ADGRA2 ADGRB2 ADGRL2 AFF3 AGBL5 AGFG2 AGPAT1 AGXT2 AHCYL1 AHNAK AIF1L AIFM3 AK9 AKAP1 AKT2 AKTIP ALCAM ALDH6A1 ALS2 AMBN AMER2 AMMECR1 AMMECR1L AMPD3 ANK3 ANKFN1 ANKRD28 ANKRD44 ANKS1B ANXA3 AOC2 AP1G2 AP1S2 AP3B2 AP4B1 AP5B1 APBB2 APOO AR ARHGAP20 ARHGAP36 ARHGAP6 ARHGEF38 ARHGEF6 ARID1A ARID5A ARL3 ARL6IP1 ARMH3 ARNT ARPP19 ARPP21 ARX ASB13 ASCL4 ASPH ASS1 ATOH1 ATP13A4 ATXN7L2 AURKA BACE1 BAG2 BARHL2 BARX2 BCL6 BEST3 BGN BHLHE40 BMI1 BMP1 BMP7 BMPR2 BMS1P20 BNIP3L BRCA2 BSCL2 BSND C12orf42 C14orf119 C16orf74 C18orf25 C19orf73 C1QTNF6 C1QTNF7 C1S C4orf33 C9 CA12 CA4 CAB39 CABP7 CACNA2D2 CADPS CALHM5 CALM3 CARD10 CASK CASP8 CASQ1 CASZ1 CAVIN2 CBFA2T2 CCDC71L CCR1 CCR7 CD160 CD226 CD247 CD27 CD274 CD2BP2 CD3D CD40LG CDC25B CDC25C CDC42BPB CDC42EP3 CDCA3 CDH13 CDH3 CDH6 CDH9 CDIN1 CDK1 CDK15 CDKN3 CDX1 CDX2 CDYL CELA1 CELF4 CEP350 CEP95 CEP97 CEPT1 CFAP65 CFB CFHR3 CFHR5 CGN CHCHD7 CHD2 CHGA CHIC2 CHMP4B CHN2 CHODL CHRDL1 CHRNA1 CHRNA9 CISH CKAP4 CKMT1B CLCNKA CLDN15 CLEC4D CLIC6 CLINT1 CLSTN2 CLTC CLUH CMAS CMTM2 CMYA5 CNKSR2 CNR2 CNTF CNTFR CNTLN CNTN6 COL11A1 COL11A2 COL13A1 COL15A1 COL18A1 COL2A1 COL5A1 COLCA1 COLQ CORO1C COX7B CPB1 CPNE1 CPNE4 CPS1 CRAMP1 CREB3L2 CREB5 CREM CRH CRLS1 CRYBG2 CRYGD CS CSNK1A1L CSNK1G3 CSNK2A1 CSRNP3 CSTF1 CTHRC1 CTLA4 CTNND1 CTSC CUBN CUTA CXCR4 CXCR5 CXXC5 CXorf58 CYB561D1 CYGB CYP19A1 CYP2E1 CYTH3 CYTOR DAB2IP DACH1 DAO DARS1 DCAF7 DCHS1 DCLRE1B DCN DCT DDR2 DDX17 DDX39B DENND4A DES DGKH DHCR24 DHRS11 DKK1 DLC1 DLG2 DLL4 DLX1 DLX5 DMD DMP1 DMXL1 DNAJA2 DNAJB5 DNAJC14 DNAJC22 DNAJC7 DNTTIP1 DOCK11 DOCK3 DPF3 DPH5 DPYD DQX1 DSCAM DSG1 DSG3 DTNA DUSP10 DYNC2I2 DYRK3 EBAG9 EBF2 EDA EDDM3A EDDM3B EDEM3 EDN3 EED EEF1AKMT1 EEPD1 EFNA4 EFNA5 EGFLAM EHBP1 EIF2B4 EIF4A2 EIF4E EIF4EBP2 EIF4EBP3 EIF4G1 EIF4G2 EIF5 ELAVL2 ELAVL4 ELF5 ELK3 ELMO1 ELMO2 ELOVL1 ELOVL4 EMC10 EMC7 EMG1 EMID1 EML4 EMP1 EN1 ENAM ENGASE ENPP1 ENPP2 ENPP5 ENTPD7 EPHA2 EPHA7 ERAS ERBB4 ERG ERP27 ESRP2 ESRRG ETS1 ETV1 ETV5 EVA1A EXD2 EYA1 EYA2 F11 FABP4 FAM110D FAM170A FAR2 FAT1 FAT2 FBP2 FBXO32 FBXW7 FBXW9 FEM1C FER1L6-AS1 FERD3L FEZF2 FGF10 FGF14 FGF17 FGF18 FGF19 FGF20 FGFR3 FGGY FIGN FILIP1 FKBP11 FMR1 FOXA1 FOXA2 FOXN3 FOXP2 FRA10AC1 FSIP2 FST FUT8 FZD10 FZD7 G6PC1 GAB2 GABARAP GABRB2 GABRG2 GADD45A GALNT17 GAPDH GARIN2 GAS7 GBF1 GBX2 GDNF GFPT1 GFPT2 GFRA1 GIGYF2 GLI2 GLUD1 GLYR1 GMPR2 GNA12 GNB1L GNG3 GNG8 GOLGA1 GOLGB1 GOLPH3L GPBP1 GPC4 GPC5 GPHB5 GPM6A GPR151 GPRIN3 GPX2 GRAP2 GRIA3 GRK2 GRK5 GSDMA GSS GSTCD GTF2A1 GTF2A1L GTF2A2 GUCY2F GYS2 H1-0 HABP2 HADH HAL HAND1 HAPLN1 HAS2 HAS3 HBP1 HCAR2 HCFC2 HERC1 HEY1 HEY2 HIBADH HIF3A HIP1 HLTF HMBOX1 HMCN1 HNF1A HNF1B HNRNPA2B1 HNRNPR HOMER2 HOMEZ HOXA10 HOXA11 HOXA13 HOXA2 HOXA3 HOXA4 HOXA7 HOXB1 HOXB2 HOXB3 HOXB4 HOXB6 HOXB7 HOXB9 HOXC11 HOXC4 HOXC5 HOXC6 HOXD12 HOXD3 HS6ST3 HSD11B1 HSD17B14 HSF4 HTR2B ICA1 IDH3G IFT20 IGDCC3 IKZF2 IKZF3 IL10RA IL18R1 IL18RAP IL19 IL1RAPL1 IL1RL1 IL20 IL22 IL31RA ILRUN INA INHA INHBA INO80 INTS12 INTS9 INVS IQGAP3 IRAG1 ISL1 ISOC1 ITGA1 ITGAM ITGB6 ITK ITSN2 JADE1 JAG1 JDP2 JOSD1 JPH2 KBTBD12 KBTBD2 KBTBD4 KCNH5 KCNH8 KCNIP4 KCNJ1 KCNJ13 KCNJ14 KCNJ2 KCNK18 KCNQ1DN KCTD15 KCTD4 KCTD6 KDM3A KDM6A KERA KHDRBS2 KIF4A KIF7 KITLG KIZ KLF3 KLF3-AS1 KLHDC8A KLHL34 KLHL7 KMT2E KRT18P55 KRT23 KRT32 KRT33A KRT33B KRT35 KRT36 KRT81 KRT83 KRT85 KRT8P41 KRTAP11-1 KRTAP15-1 KRTAP19-2 KRTAP19-6 KY KYNU LAMA3 LAMB2 LAMP2 LAMP5 LAPTM4B LDOC1 LEF1 LEMD1 LETM2 LGALSL LHX1 LHX2 LHX4 LIFR LIMK2 LIN28A LINC00310 LINC00518 LINC00671 LINC01089 LINC01101 LINC01559 LINC02915 LINC03042 LMO1 LMO7 LPCAT3 LRCH2 LRMDA LRP2 LRP8 LRRC1 LRRN3 LRRTM1 LRRTM3 LY6G6E LYG2 LYSMD1 MAB21L1 MAFF MAGED2 MALL MAML3 MANEA MANSC1 MAOB MAP2K6 MAP3K20 MAP4K3 MAP4K4 MAP4K5 MAPK10 MAPRE1 MARCHF10 MAZ MB21D2 MBNL1 MBP MCC MCTS1 MECOM MED12L MED13 MED26 MEF2C MEIS1 MEIS2 MEOX1 MEOX2 MEP1A MESP1 MFN2 MFSD14A MID1 MIDEAS MINDY1 MIR9-1HG MITF MLLT6 MLXIP MME MMP21 MNAT1 MORC4 MORF4 MOSMO MOV10 MPLKIP MPP2 MPPE1 MPPED2 MPZ MRPL1 MSI2 MSX1 MT-CO1 MT-ND2 MT2A MTFR1L MTRF1L MYCL MYEF2 MYF5 MYF6 MYH2 MYH4 MYH8 MYL1 MYL3 MYOF MYOT NARS2 NAV2 NBEA NCALD NCAN NCBP3 NCDN NCKAP5 NDC1 NDP NDST3 NDUFC2 NDUFS3 NECTIN4 NEDD4L NEDD8 NEDD9 NEK7 NEO1 NEUROD1 NEUROD4 NEUROG1 NEUROG2 NEUROG3 NEXN NFATC4 NFE2 NFE2L1 NFIL3 NFIX NHLH2 NINJ2 NIPAL2 NIPAL3 NKD1 NKIRAS2 NKX2-8 NKX6-1 NKX6-3 NLK NMB NMRK1 NOG NPNT NPPA NPR3 NPSR1 NPVF NR2E1 NR2F1 NR2F2 NR4A3 NRG1 NRK NRP2 NRXN1 NSD1 NSL1 NTF3 NUSAP1 NXF1 NXPH1 NXPH3 NYAP1 ODF2 OFCC1 OGG1 OIP5 OPCML OR10A5 ORMDL3 OSBPL6 OSBPL8 OSTF1 OTC OTP OTUD5 OTX1 OTX2 OVOL1 OVOL2 OXCT1 PAK4 PALS1 PALS2 PAM PANK1 PANK2 PAPLN PARP11 PART1 PAX3 PAX6 PBRM1 PBX2 PBX3 PCBP4 PCDH1 PCDH18 PCDH7 PCDH8 PCDHGA4 PCDHGC3 PCGF5 PCK2 PCM1 PCNX2 PCSK1 PCTP PCYT1B PDC PDE11A PDE1A PDGFA PDPN PDYN PDZD11 PELO PER1 PFKFB4 PFN1 PGAP2 PGBD4 PHB2 PHC1 PHTF1 PHYHIP PID1 PIK3CG PIK3R1 PIM1 PIM2 PITX2 PKHD1L1 PLA2G4A PLA2G4B PLA2G4D PLAC1 PLAG1 PLAGL2 PLEC PLSCR1 PLXND1 PMEPA1 PMP2 POFUT1 POLR2C POLR2M POU1F1 POU2AF1 POU3F4 POU4F3 POU5F1 PPAN PPARG PPARGC1A PPFIA3 PPM1L PPP1R1B PPP2R2B PPP2R3C PPP2R5C PPP4R2 PRDM1 PRDM13 PRDM2 PRDX4 PRELID1 PRKCB PRMT3 PROX1 PRR16 PRRT3 PRRX1 PRSS33 PRUNE1 PSIP1 PSMB5 PSMD11 PSME3IP1 PSMF1 PTCH1 PTCH2 PTHLH PTMA PTPRO PUM3 PURA PXK QRFP R3HDML RAB24 RAB30 RAB5C RAB7A RABGAP1L RABL6 RALGPS2 RALYL RANBP10 RAPH1 RARB RASAL2 RASGRP3 RBM39 RBM42 RBP2 RCN1 RCOR2 RERE RESF1 RET RFLNB RFTN2 RFX3 RFX4 RGL1 RGMA RGS12 RGS3 RIMOC1 RINT1 RLBP1 RNF11 RNF14 RNF145 RNF19B RNF2 RNF213 RNF24 RNF39 RNF43 RNF5 ROBO1 ROBO4 ROCK2 RORA RPA2 RPL23A RPRD1B RRAGD RRBP1 RRH RRM1 RSKR RSPRY1 RTF2 RTL10 RTN1 RUNX1 RUNX1T1 RUNX3 RXFP2 S100A3 SACM1L SALL1 SATB1 SCAMP3 SCG2 SCG3 SCLT1 SCML2 SCN2B SCN3A SCNM1 SCP2D1 SCRG1 SCRT2 SCUBE1 SCUBE2 SDHC SEC24B SEMA3A SEMA4B SEMA4G SEMA6D SENP1 SEPTIN4 SERPINC1 SERTM1 SESN3 SESTD1 SETD2 SFRP2 SFXN2 SGCD SGIP1 SGK3 SH2D1A SH3BGRL SH3RF2 SH3TC2 SHF SHKBP1 SIPA1 SIX4 SKIDA1 SLC13A2 SLC13A5 SLC14A1 SLC16A9 SLC17A2 SLC17A6 SLC22A12 SLC22A23 SLC22A8 SLC24A1 SLC24A4 SLC25A10 SLC25A28 SLC26A3 SLC26A9 SLC27A4 SLC30A3 SLC34A3 SLC35B1 SLC38A5 SLC38A6 SLC39A8 SLC43A3 SLC44A1 SLC4A4 SLC5A3 SLC6A10P SLC6A14 SLC6A4 SLC6A9 SLC7A8 SLITRK2 SLITRK4 SLN SMAD1 SMARCA2 SMARCC2 SMC2 SMG7 SMIM12 SMIM29 SMO SMYD2 SNAP25 SNCAIP SNORC SNTG1 SNX17 SNX18 SOAT1 SOCS2 SORBS1 SORCS1 SORD SOSTDC1 SOX14 SOX21 SOX5 SOX6 SP4 SP8 SPACA7 SPAG9 SPATA32 SPINK5 SPO11 SPOCK2 SPRY4 SPSB2 SPTAN1 SPTLC3 SREK1 SRRM4 SRSF5 SSH2 SSR4 SSTR3 STAC2 STAG2 STEAP1 STEAP1B STEAP2 STIM2 STRA6 STX1A STX5 SUCLG1 SULF1 SULT2A1 SUSD2 SUZ12 SV2A SYNE2 SYNPR SYTL1 SYTL2 TAB3 TACSTD2 TAFA1 TAGAP TAOK3 TARS2 TAS2R5 TAT TBC1D8 TBC1D8B TBL1XR1 TBR1 TBX21 TBX3 TBXAS1 TBXT TCEANC2 TCERG1 TCERG1L TCF12 TCF4 TCF7 TCF7L2 TDRD10 TENM1 TENM3-AS1 TEX12 TF TFAP4 TFDP2 TFEB TGIF1 TGM1 THAP12 TIAL1 TIMM10 TLE1 TLE4 TLL2 TM2D2 TMEM117 TMEM141 TMEM147 TMEM156 TMEM164 TMEM182 TMEM214 TMEM256 TMEM38B TMEM51 TMEM51-AS1 TMEM52B TMEM59 TMEM71 TMEM8B TMIGD1 TMSB4X TMSB4XP1 TMSB4XP4 TMSB4XP6 TMSB4XP8 TNFAIP1 TNFRSF17 TNFRSF19 TNFSF13B TNKS TNMD TNXB TOB1 TONSL TP53BP1 TP53I13 TP63 TRAF4 TRIAP1 TRIM2 TRIM33 TRIM9 TRMT1L TRPM1 TSG101 TSHZ2 TSHZ3 TSKU TSPAN12 TSPAN13 TSPAN2 TSPAN7 TSR1 TTC29 TTC39C TTC8 TTI1 TTN TTYH2 UAP1 UBALD2 UBAP2L UBE2A UBE2D1 UBE2D3 UBE2E2 UBE2F UBE2U UBE2Z UBE3A UBE4B UBR3 UBR5 UCP2 UNC119 URGCP URI1 USP2 USP3 USP31 USP32 USP34 USP49 USP5 UTP23 VAX1 VCPKMT VGLL4 VIP VIT VNN1 VSNL1 VSTM2L VWA3B VXN WBP2NL WDFY3 WDR1 WDR35 WDR5 WFDC3 WFIKKN2 WNK1 WNT10B WNT2 WNT3 WNT6 WNT8B WNT9A WWP2 XCR1 XK XKRX XPO7 XRCC5 XRCC6 YARS1 YPEL3 YPEL5 YWHAQ ZBTB18 ZBTB20 ZBTB32 ZBTB41 ZC2HC1C ZC3H11A ZC3H18 ZC3H6 ZC4H2 ZEB2 ZFHX3 ZFP36L1 ZFYVE9 ZHX2 ZIC1 ZIC4 ZMAT4 ZNF462 ZNF488 ZNF516-DT ZNF521 ZNF597 ZNF703 ZNF710 ZNF8 ZNF827 ZPBP2 CYTAGCAAY_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CYTAGCAAY_UNKNOWN ACBD3 ADAT3 AKAP13 ALMS1 ANXA1 AP1M1 APOO ARL4A ARMC3 ASB7 ATP6V1D ATRX C2orf73 C5orf15 CACNA1D CBX6 CCDC65 CCDC81 CCNG2 CDC14A CDK20 CDKL5 CEP164 CFAP69 CNTF COQ8B CPD CPXCR1 CUX1 CXorf58 DCTN1 DIS3L2 DNAH7 DNAJB4 DNAJC1 DNAL1 DNAL4 DRC3 DSCAML1 DYNLL1 DYNLRB2 DZANK1 EFNB3 EIF2S1 FAM53B FAM76A FGR FILIP1 FKBPL FKRP FOSB GABARAPL2 GABRB3 GET3 GMPR2 GOLGA2P7 GRIK2 GRIK5 GRM3 HM13 HMGCS1 HRAS HSPBP1 HSPG2 IL20 IQCA1 IQCD ITGB8 JOSD2 KCNMA1 KIF3B KIF6 KMT2D LINC00649 LINS1 LRP2 LRRC46 LRRC56 MARK3 MDH1 MED25 MGST3 MRPL10 MXD4 NEDD8 NEDD9 NHSL2 NKX2-2 NME5 NPR3 NRGN ODAD4 PACRG PASK PDE1A PDE6C PES1 PIK3R4 PNKD POLR3F POLR3H PPP1R32 PPP1R7 PRDM4 PRKN PRRG2 PTCH1 PYGB RASGEF1A RAVER1 RBM14 REEP4 RGS6 RHOBTB2 RNF138 SALL2 SCAMP4 SCN2A SDCBP2 SDE2 SEC14L1 SLC25A3 SLC6A8 SLITRK1 SPATA18 SPATA7 SRP72 STRN4 TAOK2 TBATA TBC1D16 TBPL1 TMEM190 TMEM53 TMEM62 TMEM95 TNRC6A TOM1L2 TPCN1 TPGS1 TPPP3 TRERF1 TSC22D1 TTC16 TTLL4 TUSC3 UBB UBE2O USP30 XRCC1 ZFR ZNF365 DBP_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DBP_Q6 ACAN ADAMTS9 ADTRP AFF3 ANK2 ANKRD30BP2 ANKS1B ARHGAP44 ARHGEF38 ARID4A ARRB2 ATOSB ATP11AUN ATP2C1 ATP4A ATP5F1B AUTS2 BARHL1 BEND6 BHLHE41 BPIFB2 BTBD3 BTG1 BTK C1orf122 CA3 CALCR CALD1 CCDC30 CD151 CD93 CD96 CDK2AP2 CHST1 CLEC4D CNN1 COLGALT2 CPN1 CRACR2B CRY2 DAB2IP DCDC1 DCHS1 DDX17 DENND2D DHX29 DHX30 DLG2 DMD DNAJA3 DRD3 DUSP6 E2F1 E2F3 EBF2 EFNA5 ELF4 ENHO EPHA7 EPS8L2 ERG ERICH5 ESRP2 EVA1A FABP1 FAM13C FAM53C FBXW7 FCGBP FEZF2 FOXD3 FOXN3 FOXP2 GALK2 GANAB GARRE1 GBX2 GFI1 GFRA1 GIPR GLRA2 GOPC GPC6 GPLD1 GPM6A GPRIN3 GPSM2 GRIK1 GRIN2B GRPR HAPLN1 HECTD2 HOXA2 HOXA3 HS3ST3A1 IGFALS IGSF9B IL18 IL1RAPL1 IMP3 ITGA10 ITGB3BP ITIH1 ITIH6 ITPKB ITPR3 ITSN2 JADE1 JARID2 JPH4 KCNIP3 KCNQ1 KCTD6 KIRREL1 KLF3 KLF3-AS1 KLF7 KMT2D KRT17 KRT31 KRT36 LIN54 LMO3 LRRFIP2 LUC7L MACO1 MACROH2A1 MAGEH1 MAP4K5 MATN4 MBNL1 MBNL2 MCAM MGAT4B MICALL2 MID1 MIDEAS MITF MN1 MNS1 MORF4L2 MSI2 MTREX MXI1 MYCL MYLK MYOZ2 NAA60 NAP1L5 NEUROD2 NFAT5 NFIA NFIX NLK NMRK1 NR1D1 NR4A3 OLFML3 OLIG2 OPALIN ORAI3 ORMDL3 OTC OTX2 PACSIN3 PAX2 PCDH11X PCDH11Y PCDH17 PCDH8 PCDH9 PDZD2 PLA2G1B PLAG1 PLXNA2 POU2AF2 PPARGC1A PPP2R2A PRMT3 PTCH1 PTPRG PUM2 PURA RAB1A RARG RBFOX1 RBM47 RBPJL RELCH RERE RFX3 ROS1 RPF2P1 RPL41 RPS27L RXRB SCAF11 SCML1 SCUBE1 SEMA6A SERINC2 SERPINA1 SEZ6 SFSWAP SFTPC SKAP1 SLC13A1 SLC25A16 SLC25A51 SLC29A1 SLC2A12 SLC35A2 SLC39A7 SLC5A3 SLC6A9 SLITRK2 SMARCA2 SMURF1 SNX9 SORBS2 SOX14 SOX21 SOX4 SPIB SPPL2A SRPK2 STX17 SUN5 SVIL SYNCRIP TAB3 TAFA2 TAPBP TBXAS1 TCF21 TFDP2 TGIF1 THAP11 TIMP4 TLE4 TNFRSF8 TNMD TOB1 TPMT TRAPPC14 TRIB1 TSHZ3 TSR1 TSSK3 TYRO3 UBA1 UBALD2 UBE2H UNC13D USP5 VSIG2 VSNL1 YRDC ZBTB37 ZC3H10 ZEB2 ZIC5 ZNF282 ZNF334 ZNF385B DR1_Q3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DR1_Q3 A1CF ABTB2 ACOT8 ADAMTS19 ADGRA2 AGPS AOC2 AP1B1 ARFGEF2 ARHGEF7 ARL6IP1 ARRDC1-AS1 ASXL1 ATAT1 ATN1 ATP5PO BAALC BABAM2 BCAM BIN3 BLTP3A BNIP3 BOK BPIFA2 C14orf132 C1orf116 C2CD2L C3orf18 CALHM1 CALM1 CBLN4 CCL15 CCP110 CDIN1 CDK16 CDX1 CELF3 CKAP4 CKMT1B CLCN2 CLCNKA CLDN10 CLDN15 CLIP3 CLRN3 CNOT9 CNTFR CRABP2 CSF2 CSRNP3 CTAG2 CUTA DCHS1 DCTN1 DCTN2 DIDO1 DIS3L DMD DNAJA2 DNMT3A DPF3 DRC3 DUSP3 EEF1B2 EFEMP1 EFNB3 EIF4G1 EMG1 ERBB2 ESRRA F12 FAM170A FAM20C FANCB FBLN1 FGF9 FGFR3 FKBP5 GBF1 GDNF GDPD2 GOLGA4 GRPEL1 GTF3C2 HIBADH HMGCS2 HNF1A HOXA3 HOXB3 HOXB6 HOXC13 HOXD3 HS6ST2 HSD17B8 HSPD1 HSPE1 ID1 IFFO1 IGF2BP1 INHBC INSR KCNE5 KCNK10 KIF6 KRTAP15-1 LAMP2 LGI4 LMO3 LMOD3 LMX1B LRP1 LRRN1 LYSMD1 MAP2K3 MAP3K11 MAP3K20 MARK2 MASP2 MED8 MICAL2 MIR22HG MLST8 MOSPD1 MOSPD2 MREG MRPL11 MSRB1 MTTP MYH10 NCDN NDUFS1 NEDD9 NET1 NEUROG2 NFE2L2 NFE2L3 NHERF4 NPHP4 NPSR1-AS1 NR2C1 NR2F1 NR2F2 NR2F6 NR4A1 NR4A3 NRAP NUDCD1 NUDT22 OTUD7B OVOL1 PAK1IP1 PAK4 PAN2 PAPLN PARP6 PAX7 PCBP4 PCDH7 PDLIM7 PDZK1 PFN1 PGF PHB2 PIPOX PLA2G2F PLCD4 PLEC PLPPR1 PNPLA2 POLR2H POU5F1 PPARGC1A PPP1R14D PPTC7 PRDM1 PRDM16 PRMT1 PRODH2 PRR14 PRR7 PRRX2 PSMF1 PTCHD4 PTH1R PTPRG RAPGEF6 RASAL1 RBBP6 RBKS RBMS1 REST RPRD1B RTN4 RTP3 SAMD14 SATB1 SCNM1 SEC16B SEC22B SELENOI SELENOM SHF SHFL SLC23A3 SLC25A1 SLC25A35 SLC25A51 SLC39A5 SLC7A7 SLC7A9 SLTM SMG5 SMTN SMYD5 SNAP25 SOD1 SOX5 SPACA6 SPEF1 SPSB2 SRSF6 SS18 SSH2 STMN2 STOML2 SYT4 SZT2 TCN2 TIMELESS TLK2 TMED4 TMEM79 TNNI1 TOM1L2 TOMM70 TP53 TREX1 TRPT1 TTI1 TTYH1 TTYH2 U2AF1L4 UBE2K UBE2R2 UQCR10 USP12 USP37 VCL VTA1 WBP2NL WDPCP WDR81 WFIKKN2 WRAP53 YBX2 YPEL3 ZBTB12 ZBTB40 ZBTB45 ZFHX3 ZIC4 ZNF516-DT ZNF597 ZSWIM3 DR3_Q4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DR3_Q4 AAMDC ACVR2A ADAMTS4 AQP1 AQP9 ARHGEF5 ARID4A ARMCX6 ASXL1 ASXL2 ATP2A2 AZI2 B3GALT2 BAHD1 BCL9 BMAL1 BTF3P11 CACNG2 CCDC177 CDC27 CHD2 COL11A2 COL12A1 CPA2 CTDSP1 CTNNBIP1 CYP24A1 DCHS2 DDAH2 DIAPH1 DMD EIF5A ELAVL3 EPN1 ERBIN ERRFI1 FBRS FGR FKBP11 FLI1 FRMD5 GGT7 GPBP1L1 GPC3 GPR173 GPR52 GRM1 HELZ2 HOXA13 HOXB6 HOXB7 HOXC13 HPCA HSPB7 HYAL2 IKZF2 IL11 KANSL1 KCNB1 KCNC1 KCNK3 KPNB1 LAMP5 LIN28A LMO3 LRRC17 MAGEH1 MEX3B MRI1 MYO1E NAT8L NBEA NDUFS2 NDUFV1-DT NIPBL NKX2-1 NR6A1 NREP NT5DC2 PAGR1 PATZ1 PAX6 PCBP4 PCDH7 PDGFB PITX2 PKP3 POM121L1P POU2F1 PPP2R5B PPP4R1 PRKAG2 PRLR PRPF38B PTCH1 PTPN22 RBBP6 RBM14 RBM24 ROCK1 RORC RSF1 SALL1 SARNP SEPTIN4 SGK1 SIGLEC7 SIGMAR1 SLC25A28 SLC26A3 SLC26A9 SLC35E1 SLC38A3 SLC50A1 SLC6A10P SLC7A3 SPATA20 SREK1 SSBP2 SSBP3 ST6GALNAC5 ST8SIA2 STIM1 SYNC TFAP2D TFAP4 TGFB3 TLX1 TMEM38A TMEM88 TMPO TRIM41 TRIM8 TSC22D3 TTC3 UBR5 UQCRFS1 USH1C VEGFA XPO1 YBX2 YWHAG ZBTB10 ZFX ZMYM2 ZNF385A ZNF436 ZNF436-AS1 ZNF768 DR4_Q2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DR4_Q2 ABCA1 ABCG1 ACACA ACER3 ACSL3 ACTA1 ACY1 ADAM9 ADAMTS4 ADD3 ADM ADNP AMD1 AMHR2 AMMECR1 APLP2 APOC1 ARHGAP24 ARHGAP36 ARID4B ARMC12 ASIC3 ATP1A2 ATP1B1 ATP5MC1 ATP5MC3 BCL3 BLTP3A BMI1 BNC2 BZW1 C6orf136 CAMKK2 CD248 CDK17 CHCHD1 CHMP2B CHRFAM7A CIC COL11A2 COL1A2 COL4A3 COL4A4 COX11 CPNE1 CRABP2 CTBP2 CX3CL1 CYP2B6 DCLK2 DCUN1D3 DCX DDX17 DLG2 DLX1 DMD DSC1 DTX3 DUSP10 EBF2 EDN1 EIF4G1 ELAVL2 ELAVL4 ELOA2 EML3 ENO2 ERBB3 ERRFI1 ESRRA EYA1 FAF2 FBXO40 FGF11 FKBP2 FLJ40288 FOXD3 FOXP1 FOXP2 FRMD4A GAD1 GART GDNF GGPS1 GJD2 GLI1 GNB2 GNRHR2 GREM1 GRHL2 GSX1 HDAC4 HMGB1 HOXA3 HOXD4 HRH3 HS3ST3A1 ID2 IL11 IL34 ING2 IP6K2 ITSN2 JADE2 JARID2 KCND3 KCNQ1DN KDM3B KDM6A KIR3DX1 KLF14 LAMA4 LENG9 LHX4 LIN28A LINC00670 LIPG LPAR2 LPCAT3 LRP3 LRRC3B LRRC74A LRRC8D LY6G5B LYRM1 MAP1LC3A MAP3K20 MAP4K4 MED26 MEIS2 MID1IP1 MIDEAS MITF MOV10 MPZL3 MSANTD2 MTRFR MYH13 MYH6 NACC1 NALF2 NDST3 NDUFS2 NDUFS4 NELL2 NEUROG1 NFKBIA NIPBL NKAIN3 NLGN3 NNAT NOVA1 NPEPPS NPTX2 NR1D1 NR2E1 NR5A2 NREP NRG1 NUFIP2 NXPH4 OAZ2 OBSCN OGN OLIG3 OPTN OTUD7B PCSK1N PDGFB PDGFRL PEX11B PGF PHF12 PHLDB3 PIAS1 PIK3AP1 PLAG1 PLEKHA1 PODXL2 POLA1 POLR2A POLR3C POU2AF1 PPARD PRMT3 PRR11 PRRG4 PRSS27 PTK2B PTK7 PUM2 PYY RAB10 RAB6B RARA RASGRP2 RASL11B RB1CC1 RBM39 RCC2 RELA RELL2 RNF11 RNF145 RPS6KA5 RREB1 RSBN1 RTL9 SALL2 SCAMP3 SCML1 SEMA6C SENP1 SGK1 SIK1 SKA2 SLC1A7 SLC6A14 SLC7A9 SON SOX15 SOX5 SPATA32 SPEM1 SPTB SRCIN1 SRSF7 STAC2 STAG2 STRADB STXBP4 SYT17 TAF10 TAOK2 TAOK3 TEAD3 TFEB TGFB3 TGIF2 TGOLN2 TIMM10 TLE6 TM2D2 TMCO4 TMEM125 TMEM135 TMEM187 TMEM95 TNFRSF12A TOX2 TP53INP2 TRAK2 UBE2D3 UBE2H UPF2 UQCRC1 URB1-AS1 ZBTB20 ZBTB21 ZBTB4 ZIC2 ZMYM2 ZMYM3 ZNF213 ZNF385A ZNF513 E12_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/E12_Q6 ABLIM3 ACAP1 ACTN3 ADAM12 ADAMTSL2 AGAP3 AGO1 AIG1 ALDH1A2 ANK2 ANKRD13B ANKRD2 ANKRD39 AP1S2 AP5B1 ARHGAP24 ARHGAP36 ARHGEF12 ARHGEF38 ARID5A ARL5B ARVCF ASB14 ATXN7L2 BEST3 BICDL1 BMP6 C1GALT1C1 C1QC C6orf15 CA7 CADM1 CALB1 CALN1 CAMK1D CAMK2A CANX CCDC85B CCDC88B CCNJL CCNL2 CDH2 CDH5 CELF4 CFL1 CHD5 CHRDL1 CHRND CHST9 CKM CNNM2 COL22A1 COL4A3 COL4A4 COQ10A CORO2A CORO2B CPA4 CPZ CRCT1 CRELD1 CXCL14 CYP26A1 CYRIA DALRD3 DCAF1 DCLK2 DEF6 DLL1 DLL3 DMPK DNAJB5 DNMT3A DOC2A DOK7 DSCAM EGLN1 ELMO1 ELOVL1 ENO3 EPDR1 ESRP2 EXOC6 EYA3 FAM53C FBLIM1 FCMR FGF11 FGF8 FOXI1 FSCN2 FUT8 FYN GATA2 GDPD2 GFAP GFRA1 GGN GIT1 GJB2 GNAS GPD1 GPD1L GPM6B GPR37 GRB2 GRB7 GRIA1 HBEGF HES6 HEYL HIF3A HMGA1 HMGN2 HNF1B HOXB7 HR HSD11B2 IFT20 IGF2 IGF2-AS IGF2BP1 IGFBP5 IGSF8 INVS IRX6 ITGA2 ITGA6 ITGB4 JADE1 JSRP1 KCNB1 KCNK12 KCNN3 KLHL13 KRAS KRT8 LAMA5 LARP1B LINC01565 LINC01879 LNX2 LRP10 LRP5 LYPD1 LYSMD2 MAMSTR MANEAL MAP7 MDGA1 ME3 MEGF8 MFNG MINK1 MIR22HG MPPED2 MT3 MTSS1 MTUS1 MYH14 MYLK2 MYOM3 MYOZ3 NBL1 NDUFAF3 NEDD4L NEGR1 NEURL1 NFATC4 NHLH1 NKAIN2 NOL4 NPEPPS NR4A1 NSG2 NTRK2 NTRK3 NUP88 ODC1 OSR1 PACSIN3 PCDH15 PEX10 PHACTR3 PIM2 PKN1 PLAGL2 PLCB3 PLEC PLEKHH3 PLPPR1 PNPLA2 POFUT1 POLR1D POU2F3 PPARA PPOX PPP1R9B PRKAG2 PSTPIP1 PTK2B PTPRJ RAB26 RALYL RANGAP1 RAPGEF4 RASSF2 RIN1 RNF220 ROBO3 RPAIN RRAGC RTN4RL2 RUNX1 SASH1 SCG2 SEC31B SELL SEMA3F SERBP1 SFTPC SGMS1 SIM1 SIPA1 SLC12A5 SLC23A2 SLC24A3 SLC37A4 SMAD3 SMTNL2 SORCS2 SORT1 SOST SOX17 SPCS1 SPTB SSH2 ST3GAL5 STC2 SYT4 TAFA2 TEAD4 TGFB3 TMEM178A TNFAIP1 TNFRSF21 TNFSF13 TNNC2 TPM3 TREX2 TRIM23 TTC17 UNC13B UNC45B USP2 VWA2 WDR20 WDR81 WFIKKN2 WNK2 WNT6 WTAP WWC1 ZNF205 ZNF710 E2A_Q2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/E2A_Q2 ACTA1 ACVR1 ADGRB2 AHI1 ALG10 AMPD2 ANKHD1 ANKHD1-EIF4EBP3 ANKRD1 ANKRD13B ANKRD2 APBB2 ARHGAP36 ARHGEF2 ARL5B ARMCX2 ARPP19 ARRDC3 ASXL2 ATOH7 ATP2A2 BCL7A BPTF C11orf87 C1QA C9orf24 CA7 CADM1 CAMK1D CAMK2G CAST CBFA2T3 CBLN1 CCDC85B CDC42SE1 CELA3A CELA3B CFL1 CHD4 CHD5 CHRNB1 CHRND CITED2 CKM CLC CNTN2 COL1A1 COQ10A CPEB3 CRAT CRYAB CYLD CYP26A1 CYRIA DCT DEGS2 DGKA DGKD DGKZ DHRS3 DIDO1 DLX2 DMD DNAJB5 DSCAM EFNA4 EIF4ENIF1 EIF4G2 ELAVL3 ELAVL4 ENO3 EPHA2 EPN2 ESCO1 ESRP2 EVX1 EYA4 FAM89B FBXL17 FEZF2 FGF11 FGF8 FHOD1 FITM1 FNDC5 FSCN2 GAB2 GABRQ GADD45G GARRE1 GCAT GGNBP2 GHDC GJB1 GK GNAS GOLGA4 GPBP1 GPR162 GPRC5B GRB2 GRIK3 GRIN1 GSE1 GUCY1B1 H1-0 HMBOX1 HMGA1 HRC HSPB2 IGF1 IGF2 IGF2-AS IKZF2 IMPDH1 INTS9 IRX5 ITGA6 ITSN2 JADE3 JAZF1 JPT1 JSRP1 JUP KBTBD8 KCNE5 KCNH5 KCNIP2 KCNIP3 KCNJ2 KCNMA1 KCNQ4 KCP KLHL23 LAMA4 LAMC2 LARGE2 LARS2 LBX1 LDB3 LGI3 LINC00472 LMTK2 LOXL4 LRP6 LRRC36 LZTS2 MACF1 MACROD1 MAMSTR MARCHF5 MARCHF8 MASP1 MAST1 MDGA1 MID1 MIR22HG MKRN3 MLLT11 MMP11 MUSK MYCLP1 MYLIP NADK2 NAT8L NDST4 NETO2 NFATC4 NKAIN2 NKX2-5 NOL4L NOTCH1 NRG2 NSG2 OTOS PABPC5 PAX2 PDGFB PDLIM4 PEG10 PHACTR3 PITX3 PLCB2 PLEKHA6 POLR3GL POU4F1 POU4F3 PPP1R9B PPP2R2B PRDM8 PRPF38B PSD PSIP1 PTK7 PTPA RAPGEF4 RAPSN RBM26 RNF121 RNF213 RPL28 RTL9 RTN4RL2 RUNX1 SCN5A SELPLG SEPTIN3 SERBP1 SFTPC SH3BP1 SH3GLB2 SH3TC1 SKIL SLC17A3 SLC30A3 SLC39A5 SLIT2 SPACA6 SPATC1L SPCS2 SPI1 SPOP STX4 SYT6 TAB2 TBCC TCEAL7 TLK2 TMED9 TMEM165 TMEM185A TMOD4 TNNI2 TPPP3 TRIM39 TRPV3 TUBA4A TUBA4B UNC45B USB1 USO1 USP2 USP32P2 VDR VPS13A WDR20 WDR81 WDTC1 WNT2B ZNF326 ZNF532 ZNF706 ZNF800 E2F1DP1RB_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/E2F1DP1RB_01 ACBD6 ADAMTS2 AK2 ALDH6A1 ANKHD1 ANKHD1-EIF4EBP3 AP4M1 APH1A ARHGAP11A ARHGAP6 ARID4A ASXL2 ATAD2 ATAD5 ATF5 ATRX BRME1 BRMS1L CAND1 CASP8AP2 CBX5 CCNT1 CDC25A CDC6 CDCA7 CDK1 CDT1 CLSPN CLTA CORT CTCF CTDSP1 CTDSPL2 DCK DCTPP1 DDB2 DMD DNAJC11 DNAJC5G DNAJC9 DNMT1 DPYSL2 E2F1 E2F7 E2F8 EED EHBP1 EIF1AX EIF4A1 EMSY EPHB1 EZH2 FBXO5 FHOD1 FIZ1 FMO4 GABRB3 GAPDH GEN1 GINS3 GMNN GON7 GPAT2 GPRC5B GRIA4 GSPT1 H2AC12 H2AZ1 H2BC12 HCN3 HMGN2 HNRNPA1 HNRNPD HNRNPR HNRNPUL1 HOXC10 HS6ST3 ID3 IER5L IL4I1 ILF3 ILF3-DT IMPDH2 ING3 INTS7 IPO7 JADE1 JADE2 KANSL3 KBTBD6 KBTBD7 KCNA6 KLF4 KMT5A KPNB1 LHX5 LIG1 LUC7L3 MAPK6 MAPT MAT2A MAZ MCM2 MCM3 MCM6 MCM7 MCM8 MCMBP MDGA1 MEIS2 MSH2 MTF2 MXD3 MYH10 NABP2 NASP NCL NECTIN1 NELL2 NFATC2IP NIPBL NOLC1 NPR3 NRP2 NUFIP2 NUP62 OLFML3 ONECUT1 OTUD7B PAN2 PAPOLG PAQR4 PAX6 PCLAF PCNA PCSK1 PCYT2 PEG3 PHC1 PHF13 PIM1 PKMYT1 PNMA3 PODN POLA1 POLA2 POLD1 POLD3 POLE2 POLE4 POLR1G POLR2A POU4F1 PPIG PPM1D PPP1CC PPP1R8 PRPS1 PRRC2C RAB11B RAD51 RASAL2 RAVER1 RBBP7 RBPJ RET RFC1 RHCE RHD RMI2 RPS6KA5 RRM2 RTBDN SASS6 SEZ6 SIK2 SLC25A14 SLC38A1 SLC6A4 SLC9A5 SLCO3A1 SMAD6 SMC3 SMC6 SNRPD1 SOAT1 SP3 SPTB SPTSSB SRSF1 SRSF2 SRSF7 ST20-AS1 STAG2 STK35 STMN1 STT3B SUMO1 SYNGR4 TAOK2 TBX6 TFAP4 THAP8 TIGAR TLE3 TMEM143 TMEM187 TMPO TOPBP1 TRMT13 TRMT6 TYRO3 UBR7 UGGT1 UNG USP37 WDR62 WEE1 YBX2 YTHDC1 ZBTB25 ZBTB4 ZCCHC8 ZIM2 ZMYM2 ZNF362 ZNF367 ZNF503 ZNF524 ZNF565 ZNF644 ZNF687 ZSWIM9 E2F1DP1_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/E2F1DP1_01 ACBD6 ACO2 ADAMTS2 AK2 ALDH6A1 AP1S1 AP4M1 APH1A APPL1 ARHGAP11A ARHGAP6 ARID4A ASXL2 ATAD2 ATAD5 ATF5 BRME1 BRMS1L BRPF1 CAND1 CASP8AP2 CBX3 CCNT1 CDC20B CDC25A CDC5L CDC6 CDCA7 CDK1 CLSPN CNOT9 CORT CTDSPL2 DCK DCTPP1 DLG3 DMD DNAJC5G DNAJC9 DNMT1 E2F1 E2F3 E2F7 E2F8 EED EFNA5 EHBP1 EIF4A1 EMC3 EMSY EPHB1 EZH2 FANCC FANCD2 FANCG FBXO5 FHOD1 FIZ1 FKBP5 FMO4 GABRB3 GAPDH GATA1 GEN1 GINS3 GLRA3 GMNN GON7 GPBP1 GPRC5B GRIA4 GSPT1 H2AC12 H2AZ1 H2AZ2 H2BC12 H3C1 H4C1 HCN3 HIRA HMGA1 HMGXB4 HNRNPA2B1 HNRNPD HNRNPR HNRNPUL1 HOXC10 HS6ST3 ID3 IER5L IL4I1 ILF3 ILF3-DT ING3 IPO7 JADE1 JADE2 KANSL3 KBTBD6 KBTBD7 KCNA6 KCNS2 KIAA0825 KMT5A LUC7L3 MAP3K7 MAPK6 MAPT MAZ MCM2 MCM3 MCM4 MCM6 MCM7 MCM8 MCMBP MEPCE MRPL40 MSH2 MSH5 MTF2 MXD3 MYC MYH10 NABP2 NASP NCL NELL2 NFATC2IP NIPBL NOLC1 NR6A1 NRK NUFIP2 NUP62 OTUD7B PAN2 PAQR4 PAX6 PBRM1 PCIF1 PCLAF PCNA PCSK1 PEG3 PHC1 PHF5A PIM1 PKMYT1 PLAGL1 PODN POLA1 POLD1 POLD3 POLE2 POLE4 POLR1G POLR2A POU4F1 PPIG PPM1D PRKDC PRPF4B PRPS1 PRPS2 PTMA RANBP1 RASAL2 RAVER1 RBL1 RET RIBC1 RMI2 RPS20 RPS6KA5 RRM2 RTBDN SASS6 SEMA6A SLC9A5 SLC9A7 SLCO3A1 SLITRK4 SMAD6 SMC1A SMC3 SMC6 SNRPD1 SOAT1 SP3 SPINK5 SPTB SRSF1 SRSF7 STAG1 STK35 STMN1 STT3B SUMO1 SUV39H1 SYNCRIP SYNGR4 TAOK2 TBX6 TFAP4 THAP8 TLE3 TMEM108 TMEM143 TMEM187 TMPO TOPBP1 TRA2B TRIM39 TRMT13 TRMT2A TRMT6 TYRO3 UBR7 UGGT1 UNG USP37 VCAN WBP2NL WDR62 YBX2 YTHDC1 ZBTB4 ZCCHC8 ZCWPW1 ZIM2 ZNF362 ZNF367 ZNF503 ZNF524 ZNF565 ZNF644 ZNF687 E2F1DP2_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/E2F1DP2_01 ACBD6 ACO2 ADAMTS2 AK2 ALDH6A1 AP1S1 AP4M1 APH1A APPL1 ARHGAP11A ARHGAP6 ARID4A ASXL2 ATAD2 ATAD5 ATF5 BRME1 BRMS1L BRPF1 CAND1 CASP8AP2 CBX3 CCNT1 CDC20B CDC25A CDC5L CDC6 CDCA7 CDK1 CLSPN CNOT9 CORT CTDSPL2 DCK DCTPP1 DLG3 DMD DNAJC5G DNAJC9 DNMT1 E2F1 E2F3 E2F7 E2F8 EED EFNA5 EHBP1 EIF4A1 EMC3 EMSY EPHB1 EZH2 FANCC FANCD2 FANCG FBXO5 FHOD1 FIZ1 FKBP5 FMO4 GABRB3 GAPDH GATA1 GEN1 GINS3 GLRA3 GMNN GON7 GPBP1 GPRC5B GRIA4 GSPT1 H2AC12 H2AZ1 H2AZ2 H2BC12 H3C1 H4C1 HCN3 HIRA HMGA1 HMGXB4 HNRNPA2B1 HNRNPD HNRNPR HNRNPUL1 HOXC10 HS6ST3 ID3 IER5L IL4I1 ILF3 ILF3-DT ING3 IPO7 JADE1 JADE2 KANSL3 KBTBD6 KBTBD7 KCNA6 KCNS2 KIAA0825 KMT5A LUC7L3 MAP3K7 MAPK6 MAPT MAZ MCM2 MCM3 MCM4 MCM6 MCM7 MCM8 MCMBP MEPCE MRPL40 MSH2 MSH5 MTF2 MXD3 MYC MYH10 NABP2 NASP NCL NELL2 NFATC2IP NIPBL NOLC1 NR6A1 NRK NUFIP2 NUP62 OTUD7B PAN2 PAQR4 PAX6 PBRM1 PCIF1 PCLAF PCNA PCSK1 PEG3 PHC1 PHF5A PIM1 PKMYT1 PLAGL1 PODN POLA1 POLD1 POLD3 POLE2 POLE4 POLR1G POLR2A POU4F1 PPIG PPM1D PRKDC PRPF4B PRPS1 PRPS2 PTMA RANBP1 RASAL2 RAVER1 RBL1 RET RIBC1 RMI2 RPS20 RPS6KA5 RRM2 RTBDN SASS6 SEMA6A SLC9A5 SLC9A7 SLCO3A1 SLITRK4 SMAD6 SMC1A SMC3 SMC6 SNRPD1 SOAT1 SP3 SPINK5 SPTB SRSF1 SRSF7 STAG1 STK35 STMN1 STT3B SUMO1 SUV39H1 SYNCRIP SYNGR4 TAOK2 TBX6 TFAP4 THAP8 TLE3 TMEM108 TMEM143 TMEM187 TMPO TOPBP1 TRA2B TRIM39 TRMT13 TRMT2A TRMT6 TYRO3 UBR7 UGGT1 UNG USP37 VCAN WBP2NL WDR62 YBX2 YTHDC1 ZBTB4 ZCCHC8 ZCWPW1 ZIM2 ZNF362 ZNF367 ZNF503 ZNF524 ZNF565 ZNF644 ZNF687 E2F1_Q3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/E2F1_Q3 ABCE1 ABCF2 ACBD6 ADAMTS2 ADCY8 AK2 ALDH6A1 ANAPC10 ANKHD1 ANKHD1-EIF4EBP3 AP1S2 AP4M1 APH1A ARHGAP11A ARHGAP6 ARID4A ASCL1 ASXL2 ATAD2 ATAD5 ATE1 ATF5 ATP1B4 BAG6 BARHL1 BRME1 BRMS1L CACNA1G CAND1 CASP8AP2 CCNT1 CDC20B CDC25A CDC6 CDCA7 CDK1 CLSPN CNOT3 CNOT9 CORT CPNE5 CTDSPL2 DCK DCTPP1 DLST DMD DNAJC5G DNAJC9 DNMT1 DOLK E2F1 E2F3 E2F7 E2F8 EED EHBP1 EIF4B EMSY EPHB1 EPHB2 EZH2 FAM120C FAM216A FBXO5 FHOD1 FIZ1 FLI1 FMO4 FOXO3 GABRB3 GAPDH GCH1 GEN1 GINS3 GMNN GON7 GPN3 GPRC5B GPS2 GRIA4 GRIK2 GSPT1 H1-3 H2AC12 H2AZ1 H2BC10 H2BC12 HCN3 HIRA HMGN2 HNRNPD HNRNPR HNRNPUL1 HOXC10 HS6ST3 ID3 IER5L IL4I1 ILF3 ILF3-DT ING3 IPO7 IRX3 JADE1 JADE2 KBTBD6 KBTBD7 KCNA1 KCNA6 KIAA1143 KIF15 KLF5 LASP1 LUC7L3 MAML3 MAZ MCM2 MCM3 MCM6 MCM7 MCM8 MCMBP MEIS1 MRPL18 MSH2 MTF2 MXD3 MYH10 NABP2 NASP NCL NDUFA11 NELL2 NFATC2IP NIPBL NOL4 NOLC1 NUFIP2 NUP62 NUTF2 ORC1 OTUD7B OVOL2 PAN2 PAQR4 PAX6 PCLAF PCNA PCSK1 PCSK4 PDS5B PEG3 PELP1 PHC1 PHF12 PIAS1 PIM1 PKMYT1 PLK4 PODN POLA1 POLD1 POLD3 POLE2 POLE4 POLR1G POLR2A PPM1D PRPF38A PRPS1 RABL6 RASAL2 RAVER1 RBBP4 RBL1 RMI2 RPS6KA5 RRM2 RTF1 SALL1 SASS6 SERBP1 SHMT1 SIX5 SLC25A3 SLC9A5 SLCO3A1 SLITRK5 SMAD6 SMC3 SMC6 SMG1 SNPH SNRPD1 SOAT1 SP3 SPTB SRSF1 SRSF7 SSBP3 STAG2 STK35 STMN1 STT3B SUMO1 SYNGR4 SYT11 SYT6 TAOK2 TBX3 TBX6 TCP1 TENT5B TFAP4 TFRC THAP8 TIPIN TMEM143 TMEM187 TMEM255A TMPO TOPBP1 TRIM39 TRIM47 TRIR TRMT13 TRMT6 TYRO3 UBR7 UGGT1 USP1 USP37 WDR62 YBX2 YTHDC1 ZBTB4 ZBTB8OS ZCCHC8 ZIM2 ZNF362 ZNF367 ZNF524 ZNF565 ZNF644 ZNF653 ZNF687 ZNF827 E2F1_Q3_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/E2F1_Q3_01 AAMDC ABCB9 ABI2 ADAM23 AHCTF1 AK2 ALDH6A1 ANKRD13A ANKRD13D AP4M1 APOE ARHGEF12 ARHGEF19 ARPC5L ARRDC1-AS1 ARX ATAD2 ATXN1 AXIN2 BMAL1 BRAF BRMS1L C1orf43 C6orf89 CADM1 CALM1 CALM2 CBARP CDC25A CDK6 CDK9 CDKN1C CELF4 CENPB CGGBP1 CLPTM1 CPNE5 CPSF7 CTDSP1 CYTH2 DCK DCLK1 DCTPP1 DDX50 DHH DLEU1 DLEU2 DMD DNAJC11 DNAJC9 DNMT1 DUSP6 DUSP7 E2F1 EDEM1 EGR3 EIF1AY EIF4G1 EIF5 EIF5A ELAVL4 ELK3 ELMO2 EN1 ENHO ERG EZH2 FAM219A FBXO9 FBXW4 FGF11 FGF13 FHIP1B FKBP2 FOSL1 FOSL2 FOXO3 FUT8 FXR2 GABPB2 GGA1 GMNN GNB2 GRIN2A GSPT1 GTF2A1 H2AC12 H2BC12 HAPSTR1 HMBS HMGN2 HNRNPD HNRNPUL1 HOXA13 HR HS6ST2 ID3 IDH3G IMPDH2 INSM1 INTS7 IRF2BP1 ISL1 ITGA3 ITPKA JUNB KCNA1 KCNB2 KCND3 KCNH5 KLF10 KLF13 KLF4 KLHL11 KMT2E KPNB1 KRCC1 KY LCOR LGALS1 LHX2 LMX1B LNX2 LRP8 LYL1 MAML1 MAP1A MARCKS MAZ MCM7 MCMBP MEIS1 MEIS2 MEPCE MLLT6 MRC2 MSI1 MYC NAT8L NCAM1 NECTIN1 NEUROD2 NKX6-2 NONO NR2E1 NR2F2 NR4A3 NRG2 NRGN NTN1 OGFOD2 OSBPL7 P2RY2 PCLAF PCSK4 PELI2 PHF12 PHF20 PHF21A PHF23 PLK4 POLA1 POLR1D POMZP3 PPP1CA PPP1CC PRDM16 PRIM1 PSMD2 PTCHD1 PTGES3 PTPRU PUF60 RAB2A RAD23A RANBP1 RASD2 RBL1 RECK RELN RMI2 RND2 RNF167 ROR1 RPS6KA5 RSF1 S1PR2 SATB1 SATB2 SDHAF2 SENP3 SHROOM2 SIK1 SLC12A5 SLC25A11 SLC25A28 SLC35D1 SLITRK3 SMARCA1 SPOCK2 SRSF7 SSR4 ST3GAL5 STAG1 STAG2 STMN1 SYNCRIP SYT6 TCF15 TJAP1 TLE3 TLK2 TMEM150A TMEM187 TMEM25 TMEM256 TMEM59L TNPO3 TOPBP1 TPBG TPI1P2 TPK1 TRIM39 TRMT2A TRPM7 TRPS1 TTC17 UBALD2 UBR5 UHRF2 UNC13B USP2 VAMP3 VAX1 WEE1 XPR1 YTHDC1 YTHDF2 YWHAQ ZBTB12 ZCWPW1 ZFAND2B ZFP36L2 ZMYM2 ZMYM4 ZNF318 ZNF367 ZNF516-DT ZNF521 ZNF565 E2F1_Q4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/E2F1_Q4 ACTN4 ADAMTS9 ADAMTSL3 APLN AREL1 ARID4A ARPC1A ARRB2 ATF7 ATXN3 BAHD1 BORA BRMS1L BTBD10 C1orf43 CA2 CBX3 CBX4 CBX5 CCDC107 CCDC47 CDC45 CDC6 CDH2 CDK2AP1 CDKN1B CDX1 CHRM4 CHTF18 CIT CLSPN CRLS1 CSRNP1 CTCF CTDSP1 CTNND2 CTPS2 CXXC1 DAXX DBR1 DCLRE1A DDB2 DDX17 DDX42 DGCR8 DIO3 DNAI4 DNAJC11 E2F1 E2F3 E2F7 E2F8 ECE1 EDRF1 EIF5A EMSY EPC1 ERBIN ERG ERH ETV4 EVA1B EZH2 FAM219A FAM72A FAU FBXO5 FBXO9 FCF1 FGF9 FMO4 FOSL2 GPAT2 GPC2 GPD1L GPS2 GRIK1 HMBOX1 HMGB1 HMGN2 HNRNPA1 HNRNPA2B1 HNRNPA3 HNRNPD HOXA11 HOXA7 HOXA9 HOXB9 HR HS6ST3 HSBP1 ID3 INSM1 INTS3 INTS7 INTS9 IPO9 ITGA1 ITPR1 JPH1 KCND2 KIF4A KNTC1 KPNA6 KPNB1 LGALS1 LIF LINC01138 LUC7L2 LYAR MAP3K13 MCM4 MECOM MEIS2 MELK MIER1 MRPL49 MSX1 MYC NASP NECTIN1 NFYA NFYC NHLRC2 NOP10 NR4A2 NRP2 NSD3 NUP153 OARD1 OBI1 ODAD3 OGDH OSBPL7 OSBPL9 OTUD7B PATZ1 PCNA PCYT2 PDZD11 PELO PHF13 PHOX2B PIK3R3 PKMYT1 PKN2 PODN POLA2 POLE2 PPP1CC PPP1R8 PPP1R9B PPP2R1A PPP2R5E PRIM1 PRKACA PRKCSH PRKDC PRMT1 PRPF38B PRRC2C PRRT2 RAB11B RAD51 RANBP1 RBBP6 RBFOX1 RFC1 RHCE RHD RIBC1 RMI2 RNF121 RPA2 RPS6KA3 RPS6KA5 RPUSD1 RSBN1 RSRC2 RTF1 SASS6 SEMA5A SGF29 SH3KBP1 SHKBP1 SIK2 SIN3A SKP2 SLBP SLC30A3 SLC38A1 SLC38A2 SLC38A3 SLC39A9 SLC6A4 SLC6A5 SMAD6 SMC1A SMC3 SNX13 SP2 SPRED2 SREK1 SRSF1 SRSF2 SSTR1 STAG1 STAG2 STAG3 STMN1 STXBP1 SYNPO TAOK3 THAP11 TMSB4XP8 TMUB2 TPM1 TREX2 TRIB1 TRIM27 TRIM28 TRIM3 TRIML2 TRMT13 TRMT2A TUBA3E TUG1 UBA1 UBALD2 UBE2D3 UFD1 UNG USP49 UXT VEGFB WASF2 WEE1 XK YPEL5 ZBTB18 ZBTB49 ZCCHC8 ZDHHC17 ZEB2 ZFP36L2 ZMYM2 ZNF362 ZNF513 ZNRF1 E2F1_Q4_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/E2F1_Q4_01 ACBD6 ADAMTS2 AGFG2 ANKHD1 ANKHD1-EIF4EBP3 AP4M1 ARHGAP11A ARHGAP36 ARHGAP6 ARID4A ASXL2 ATAD2 ATE1 ATP5MC2 ATRX BMP7 BRMS1L CASP2 CASP8AP2 CBX5 CCNT2 CDC20B CDC25A CDC45 CDC6 CDCA7 CDK1 CHGB CSRNP1 CTCF CTDSPL2 CTNND2 DAXX DCK DCLRE1A DCTPP1 DDB2 DDX17 DHX40 DMD DMRT1 DNAJC11 DNAJC5G DNMT1 DOLK DPYSL2 E2F1 E2F3 E2F8 EGR3 EIF3K ELAVL2 EPHB1 ERBIN ERF EVA1B EZH2 FAM216A FANCC FANCG FBXL20 FBXO5 FBXO9 FHIP1B FMO4 GAPDH GATA3 GEN1 GINS3 GLRA3 GMNN GPAT2 GPN3 H1-3 H2AC12 H2AZ1 H2BC10 H2BC12 HMGA1 HMGN2 HNRNPA1 HNRNPD HOXA9 HOXC10 ID3 IER5L IMPDH2 ING3 INSM1 INTS7 IPO7 ITGA1 JADE1 JADE2 JPH1 KBTBD7 KCNA6 KCND2 KDM3A KLF5 KMT5A KPNB1 LRTOMT LUC7L3 MAP4K1 MAT2A MAZ MCM2 MCM3 MCM4 MCM6 MCM7 MCM8 MEIS2 MELK MTF2 MXD3 MYC NASP NCL NCOA6 NDUFA11 NECTIN1 NEGR1 NFATC2IP NHLRC2 NIPBL NR3C2 NRP2 NSD3 NUMA1 NUP153 NUP155 OSBPL7 OTUD7B OVOL2 PAN2 PAQR4 PATZ1 PCDH7 PCLAF PCNA PCSK1 PCYT2 PELO PHF13 PIK3R3 PIK3R4 PIM1 PKMYT1 PODN POLA1 POLA2 POLE2 POLE4 PPP1R8 PPP1R9B PPRC1 PRKDC PRMT3 PRPS1 PRRC2C PTMA RAB11B RAD51 RALY RANBP1 RBPJ RELT RFC1 RHCE RHD RIBC1 RPS19 RPS6KA5 SALL1 SASS6 SEMA5A SERBP1 SIK2 SIN3A SLC16A2 SLC38A1 SLC6A4 SMAD6 SMC1A SMC2 SMC3 SMC6 SMG1 SREK1 SRSF1 SRSF2 SSU72 STAG1 STAG2 STK35 STMN1 STT3B SUV39H1 TBC1D31 TBX6 THAP8 TLE4 TMEM187 TNPO2 TOP1 TOPBP1 TRMT13 TRMT2A TRMT6 UCHL1 UFD1 UNG USP1 USP2 USP49 UXT WDR62 WEE1 YBX2 YWHAQ ZCCHC8 ZDHHC17 ZMYM2 ZNF362 ZNF367 ZNF565 ZNF687 E2F1_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/E2F1_Q6 ACBD6 ACO2 ADAMTS2 AK2 ALDH6A1 AP1S1 AP4M1 APH1A APPL1 ARHGAP11A ARHGAP6 ARID4A ASXL2 ATAD2 ATAD5 ATE1 ATF5 BRME1 BRMS1L CACNA1G CAND1 CASP8AP2 CBX3 CCNT1 CDC25A CDC5L CDC6 CDCA7 CDK1 CDT1 CLSPN CNOT9 CORT CTCF CTDSPL2 CTNND2 DCK DCTPP1 DMD DNAJC5G DNAJC9 DNMT1 E2F1 E2F3 E2F7 E2F8 EED EFNA5 EHBP1 EMC3 EMSY EPHB1 ERBIN EZH2 FAM216A FANCC FANCD2 FANCG FBXO5 FHOD1 FIZ1 FKBP5 FLI1 FMO4 GABRB3 GAPDH GATA1 GEN1 GINS3 GMNN GON7 GPN3 GPRC5B GRIA4 GSPT1 H2AC12 H2AZ1 H2AZ2 H2BC12 H3C1 H4C1 HCN3 HIRA HMGA1 HMGXB4 HNRNPA2B1 HNRNPD HNRNPR HNRNPUL1 HOXC10 HS6ST3 ID3 IER5L IL4I1 ILF3 ILF3-DT ING3 IPO7 JADE1 JADE2 KBTBD6 KBTBD7 KCNA6 KCNS2 KIAA0825 KLF5 KPNB1 LUC7L3 MAP3K7 MAZ MCM2 MCM3 MCM4 MCM6 MCM7 MCM8 MCMBP MEPCE MRPL40 MSH2 MSH5 MTF2 MXD3 MYC MYH10 NABP2 NASP NCL NECTIN1 NELL2 NFATC2IP NIPBL NOLC1 NRK NUFIP2 NUP62 ORC1 OTUD7B PAN2 PAQR4 PAX6 PBRM1 PCLAF PCNA PCSK1 PHC1 PHF13 PHF5A PIM1 PKMYT1 PODN POLA1 POLD1 POLD3 POLE2 POLE4 POLR1G POLR2A PPM1D PRKDC PRPF38A PRPF4B PRPS1 PRPS2 RANBP1 RASAL2 RAVER1 RBBP4 RBL1 RIBC1 RMI2 RPS20 RPS6KA5 RRM2 SALL1 SASS6 SEMA6A SERBP1 SLC25A3 SLC9A5 SLC9A7 SLCO3A1 SMAD6 SMC1A SMC3 SMC6 SNRPD1 SOAT1 SP3 SPINK5 SPTB SREK1 SRSF1 SRSF7 SSBP3 STAG1 STAG2 STK35 STMN1 STT3B SUMO1 SUV39H1 SYNCRIP SYNGR4 TAOK2 TBX6 TFAP4 THAP8 TMEM108 TMEM143 TMEM187 TMPO TOPBP1 TRA2B TRMT13 TRMT2A TRMT6 TYRO3 UBR7 UGGT1 UNG USP37 VCAN WDR62 YBX2 YTHDC1 ZBTB4 ZBTB8OS ZCCHC8 ZCWPW1 ZNF362 ZNF367 ZNF524 ZNF565 ZNF644 ZNF687 E2F1_Q6_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/E2F1_Q6_01 ACBD6 ACO2 ACTN3 ADAMTS2 AK2 AMD1 ANKHD1 ANKHD1-EIF4EBP3 AP1S1 AP4M1 ARHGAP11A ARHGAP6 ASXL2 ATAD2 ATAD5 ATE1 ATM ATP5MC2 BMP2 BRMS1L CADM2 CASP2 CASP8AP2 CBX5 CCDC150 CCNT1 CDC25A CDC45 CDC5L CDCA7 CHD4 CLSPN CNOT3 CNOT9 CPSF7 CTCF CTDSPL2 CTNND2 DDB2 DDX17 DHH DLEU1 DLEU2 DNAJC11 DNAJC5G DNAJC9 DNMT1 DOLK E2F1 E2F3 E2F8 EED EFNA5 EIF1AX EIF3K ENPP1 ERBIN ERF ESPL1 EZH2 FAF1 FAM120C FANCC FANCG FBXO5 FHOD1 FIZ1 FKBP5 FLI1 FXR2 FZD1 GADD45B GATA1 GEN1 GMNN GNG4 GON7 GPRC5B GSPT1 H2AC12 H2BC12 HCN3 HIRA HMGA2 HMGN2 HNRNPA1 HNRNPD HNRNPR HNRNPUL1 HOXC10 HR ID3 ILF3 ILF3-DT INSM1 INTS7 IPO7 IRX3 JADE1 JADE2 JPH1 KANSL1L KBTBD6 KBTBD7 KCNS2 KIAA0825 KLF5 KMT5A LRP1 LRTOMT MAP4K1 MAZ MCM2 MCM3 MCM4 MCM6 MCM7 MCM8 MCMBP MEIS2 MEPCE MGAT2 MRPL40 MSH2 MTF2 MTSS1 MXD3 MYC MYH10 NABP2 NASP NCBP1 NCL NCOA6 NIPBL NOLC1 NPAT NSD3 NUFIP2 NUMA1 ORC1 OTUD7B PAN2 PAQR4 PAX6 PCDH10 PCIF1 PCNA PCSK1 PCYT2 PHF13 PHF5A PIK3CD PKMYT1 PLD5 PNPLA6 PODN POLA1 POLA2 POLD3 POLE2 POLR1G POU2F1 PPM1D PPP1R8 PPRC1 PRKDC PRPF38A PRPS1 PTMA RAB11B RAD51 RANBP1 RAVER1 RB1CC1 RBL1 RELT REPS2 RIBC1 RNF207 RPL18 RPS19 RSBN1 SASS6 SDHAF2 SERBP1 SIK2 SIN3A SLC25A1 SLC9A5 SLC9A7 SMARCA1 SMC1A SMC6 SP1 SPHK2 SREK1 SRSF1 SRSF2 STAG1 STAG2 STK35 STMN1 STT3B SUMO1 SUV39H1 SYNCRIP SYNGR4 SYT6 TAOK2 TBC1D31 TBX6 TFAP4 TMEM108 TMEM143 TMEM187 TMPO TNF TOPBP1 TRIM39 TRMT13 TRMT2A TRMT6 TSTD2 TYRO3 UBR7 UFD1 UNG USP2 USP37 USP49 UXT WEE1 YBX2 YPEL4 ZCWPW1 ZDHHC24 ZEB1 ZMYM2 ZNF362 ZNF367 ZNF524 ZNF644 E2F4DP1_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/E2F4DP1_01 ACBD6 ACO2 ADAMTS2 AK2 ALDH6A1 AP1S1 AP4M1 APH1A APPL1 ARHGAP11A ARHGAP6 ARID4A ASXL2 ATAD2 ATAD5 ATF5 BRME1 BRMS1L CAND1 CASP8AP2 CBX3 CCNT1 CDC25A CDC5L CDC6 CDCA7 CDK1 CLSPN CNOT9 CORT CTDSPL2 DCK DCTPP1 DMD DNAJC5G DNAJC9 DNMT1 E2F1 E2F3 E2F7 E2F8 EED EFNA5 EHBP1 EIF1AX EIF4A1 EMC3 EMSY EPHB1 EZH2 FANCC FANCD2 FANCG FBXO5 FHOD1 FIZ1 FKBP5 FMO4 GABRB3 GAPDH GATA1 GEN1 GINS3 GMNN GON7 GPRC5B GRIA4 GSPT1 H2AC12 H2AZ1 H2AZ2 H2BC12 H3C1 H4C1 HCN3 HIRA HMGA1 HMGXB4 HNRNPA2B1 HNRNPD HNRNPR HNRNPUL1 HOXC10 HS6ST3 ID3 IER5L IL4I1 ILF3 ILF3-DT ING3 IPO7 JADE1 JADE2 KBTBD6 KBTBD7 KCNA6 KCNS2 KIAA0825 KLF4 KMT5A LHX5 LIG1 LUC7L3 MAP3K7 MAPK6 MAPT MAT2A MAZ MCM2 MCM3 MCM4 MCM6 MCM7 MCM8 MCMBP MDGA1 MEPCE MRPL40 MSH2 MSH5 MTF2 MXD3 MYC MYH10 NABP2 NASP NCL NELL2 NFATC2IP NIPBL NOLC1 NPR3 NRK NUFIP2 NUP62 OLFML3 ONECUT1 OTUD7B PAN2 PAPOLG PAQR4 PAX6 PBRM1 PCLAF PCNA PCSK1 PEG3 PHC1 PHF5A PIM1 PKMYT1 PODN POLA1 POLD1 POLD3 POLE2 POLE4 POLR1G POLR2A POU4F1 PPM1D PRKDC PRPF4B PRPS1 PRPS2 RANBP1 RASAL2 RAVER1 RBBP7 RBL1 RET RIBC1 RMI2 RPS20 RPS6KA5 RRM2 RTBDN SASS6 SEMA6A SEZ6 SLC25A14 SLC9A5 SLC9A7 SLCO3A1 SMAD6 SMC1A SMC3 SMC6 SNRPD1 SOAT1 SP3 SPINK5 SPTB SRSF1 SRSF7 ST20-AS1 STAG1 STAG2 STK35 STMN1 STT3B SUMO1 SUV39H1 SYNCRIP SYNGR4 TAOK2 TBX6 TFAP4 THAP8 TIGAR TLE3 TMEM108 TMEM143 TMEM187 TMPO TOPBP1 TRA2B TRMT13 TRMT2A TRMT6 TYRO3 UBR7 UGGT1 UNG USP37 VCAN WDR62 YBX2 YTHDC1 ZBTB25 ZBTB4 ZCCHC8 ZCWPW1 ZIM2 ZNF362 ZNF367 ZNF503 ZNF524 ZNF565 ZNF644 ZNF687 ZSWIM9 E2F4DP2_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/E2F4DP2_01 ACBD6 ACO2 ADAMTS2 AK2 ALDH6A1 AP1S1 AP4M1 APH1A APPL1 ARHGAP11A ARHGAP6 ARID4A ASXL2 ATAD2 ATAD5 ATF5 BRME1 BRMS1L BRPF1 CAND1 CASP8AP2 CBX3 CCNT1 CDC20B CDC25A CDC5L CDC6 CDCA7 CDK1 CLSPN CNOT9 CORT CTDSPL2 DCK DCTPP1 DLG3 DMD DNAJC5G DNAJC9 DNMT1 E2F1 E2F3 E2F7 E2F8 EED EFNA5 EHBP1 EIF4A1 EMC3 EMSY EPHB1 EZH2 FANCC FANCD2 FANCG FBXO5 FHOD1 FIZ1 FKBP5 FMO4 GABRB3 GAPDH GATA1 GEN1 GINS3 GLRA3 GMNN GON7 GPBP1 GPRC5B GRIA4 GSPT1 H2AC12 H2AZ1 H2AZ2 H2BC12 H3C1 H4C1 HCN3 HIRA HMGA1 HMGXB4 HNRNPA2B1 HNRNPD HNRNPR HNRNPUL1 HOXC10 HS6ST3 ID3 IER5L IL4I1 ILF3 ILF3-DT ING3 IPO7 JADE1 JADE2 KANSL3 KBTBD6 KBTBD7 KCNA6 KCNS2 KIAA0825 KMT5A LUC7L3 MAP3K7 MAPK6 MAPT MAZ MCM2 MCM3 MCM4 MCM6 MCM7 MCM8 MCMBP MEPCE MRPL40 MSH2 MSH5 MTF2 MXD3 MYC MYH10 NABP2 NASP NCL NELL2 NFATC2IP NIPBL NOLC1 NR6A1 NRK NUFIP2 NUP62 OTUD7B PAN2 PAQR4 PAX6 PBRM1 PCIF1 PCLAF PCNA PCSK1 PEG3 PHC1 PHF5A PIM1 PKMYT1 PLAGL1 PODN POLA1 POLD1 POLD3 POLE2 POLE4 POLR1G POLR2A POU4F1 PPIG PPM1D PRKDC PRPF4B PRPS1 PRPS2 PTMA RANBP1 RASAL2 RAVER1 RBL1 RET RIBC1 RMI2 RPS20 RPS6KA5 RRM2 RTBDN SASS6 SEMA6A SLC9A5 SLC9A7 SLCO3A1 SLITRK4 SMAD6 SMC1A SMC3 SMC6 SNRPD1 SOAT1 SP3 SPINK5 SPTB SRSF1 SRSF7 STAG1 STK35 STMN1 STT3B SUMO1 SUV39H1 SYNCRIP SYNGR4 TAOK2 TBX6 TFAP4 THAP8 TLE3 TMEM108 TMEM143 TMEM187 TMPO TOPBP1 TRA2B TRIM39 TRMT13 TRMT2A TRMT6 TYRO3 UBR7 UGGT1 UNG USP37 VCAN WBP2NL WDR62 YBX2 YTHDC1 ZBTB4 ZCCHC8 ZCWPW1 ZIM2 ZNF362 ZNF367 ZNF503 ZNF524 ZNF565 ZNF644 ZNF687 E2F_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/E2F_01 ADNP AK2 ALDH6A1 AMD1 AP1S1 ARID4A BNC2 BRMS1L CA10 CASP2 CHD4 CHD6 CSDE1 DCHS1 DNMT1 E2F1 E2F3 E2F7 ECEL1 EED ELAVL4 FANCC GATA6 GRIA4 H2AC12 H2AC17 H2AX H2BC12 H2BC17 HMGXB4 HNRNPD HOXC4 KHSRP LURAP1L LZTS2 MARCKSL1 MCM2 MCM3 MCM4 MYC NASP NECTIN1 NLGN3 NOLC1 NR4A3 PCNA PCSK1 PIK3R3 PPP1R10 PRKDC PRPS1 PTBP2 RANBP1 RARB RFC5 RMI2 RNF121 SDHAF2 SFMBT1 SMC4 SYNGR4 TAOK2 TMEM143 TOPBP1 TRMT2A USP2 WEE1 YTHDC1 E2F_02 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/E2F_02 ACBD6 ACO2 ADAMTS2 AK2 ALDH6A1 AP1S1 AP4M1 APH1A APPL1 ARHGAP11A ARHGAP6 ARID4A ASXL2 ATAD2 ATAD5 ATF5 BRME1 BRMS1L BRPF1 CAND1 CASP8AP2 CBX3 CCNT1 CDC20B CDC25A CDC5L CDC6 CDCA7 CDK1 CLSPN CNOT9 CORT CTDSPL2 DCK DCTPP1 DLG3 DMD DNAJC5G DNAJC9 DNMT1 E2F1 E2F3 E2F7 E2F8 EED EFNA5 EHBP1 EIF4A1 EMC3 EMSY EPHB1 EZH2 FANCC FANCD2 FANCG FBXO5 FHOD1 FIZ1 FKBP5 FMO4 GABRB3 GAPDH GATA1 GEN1 GINS3 GLRA3 GMNN GON7 GPBP1 GPRC5B GRIA4 GSPT1 H2AC12 H2AZ1 H2AZ2 H2BC12 H3C1 H4C1 HCN3 HIRA HMGA1 HMGXB4 HNRNPA2B1 HNRNPD HNRNPR HNRNPUL1 HOXC10 HS6ST3 ID3 IER5L IL4I1 ILF3 ILF3-DT ING3 IPO7 JADE1 JADE2 KANSL3 KBTBD6 KBTBD7 KCNA6 KCNS2 KIAA0825 KMT5A LUC7L3 MAP3K7 MAPK6 MAPT MAZ MCM2 MCM3 MCM4 MCM6 MCM7 MCM8 MCMBP MEPCE MRPL40 MSH2 MSH5 MTF2 MXD3 MYC MYH10 NABP2 NASP NCL NELL2 NFATC2IP NIPBL NOLC1 NR6A1 NRK NUFIP2 NUP62 OTUD7B PAN2 PAQR4 PAX6 PBRM1 PCIF1 PCLAF PCNA PCSK1 PEG3 PHC1 PHF5A PIM1 PKMYT1 PLAGL1 PODN POLA1 POLD1 POLD3 POLE2 POLE4 POLR1G POLR2A POU4F1 PPIG PPM1D PRKDC PRPF4B PRPS1 PRPS2 PTMA RANBP1 RASAL2 RAVER1 RBL1 RET RIBC1 RMI2 RPS20 RPS6KA5 RRM2 RTBDN SASS6 SEMA6A SLC9A5 SLC9A7 SLCO3A1 SMAD6 SMC1A SMC3 SMC6 SNRPD1 SOAT1 SP3 SPINK5 SPTB SRSF1 SRSF7 STAG1 STAG2 STK35 STMN1 STT3B SUMO1 SUV39H1 SYNCRIP SYNGR4 TAOK2 TBX6 TFAP4 THAP8 TLE3 TMEM108 TMEM143 TMEM187 TMPO TOPBP1 TRA2B TRIM39 TRMT13 TRMT2A TRMT6 TYRO3 UBR7 UGGT1 UNG USP37 VCAN WBP2NL WDR62 YBX2 YTHDC1 ZBTB4 ZCCHC8 ZCWPW1 ZIM2 ZNF362 ZNF367 ZNF503 ZNF524 ZNF565 ZNF644 ZNF687 E2F_03 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/E2F_03 ADAMTS2 AGFG2 AK2 ANKHD1 ANKHD1-EIF4EBP3 ANP32A ANP32E AP4M1 ARF3 ARHGAP36 ARHGAP6 ARHGEF17 ARID4A ASXL2 ATAD2 ATE1 ATP6V1D AUTS2 BMP7 BRMS1L BTBD10 CACNA1G CAND1 CASP8AP2 CBX5 CCNT2 CDC25A CDC45 CDC6 CDCA7 CDKN1A CENPB CNBP CPSF7 CSRNP1 CTCF CTDSP1 CTDSPL2 DAXX DCK DCLRE1A DCTPP1 DDB2 DDX17 DIO3 DLL4 DLST DMC1 DMD DNAJC11 DNAJC9 DNMT1 DPYSL2 E2F1 E2F3 E2F7 E2F8 EGLN2 EIF2S1 EIF4G2 EIF5A EPHB1 EVA1B EZH2 FAM120C FAM219A FANCG FBXL20 FBXO5 FHIP1B FKBP5 FMO4 FUS GABPB2 GAPDH GLRA3 GMNN GPAT2 GRIA4 H1-3 H2AC12 H2AZ1 H2BC10 HMGN2 HNRNPA0 HNRNPA1 HNRNPD ID3 IER5L ING3 INTS7 IPO7 JADE1 JADE2 JPH1 KCNA6 KCND2 KCTD15 KLF5 KLHDC3 KMT5A KNTC1 LGALS1 LIG1 LRRC56 LUC7L2 MARCKSL1 MAT2A MAZ MCM2 MCM3 MCM4 MCM6 MCM7 MCMBP MECOM MELK MRPL18 MTF2 MXD3 MYC NABP2 NASP NECTIN1 NHLRC2 NIPBL NR3C2 NR4A2 NR6A1 NRGN NRIP3 NSD3 NUP153 NUTF2 ODAD3 ORC1 OSBPL7 OVOL2 PAN2 PAQR4 PCLAF PCSK1 PCSK4 PCYT2 PDGFRA PDS5A PDS5B PEG3 PIM1 PKMYT1 PLAGL1 PLD5 PLK4 PODN POLA1 POLA2 POLD1 PPM1D PPM1J PPP1R9B PPRC1 PRIM1 PRKCSH PRKDC PRMT3 PRPF38A PRPS1 PRRT2 PTMA PUF60 RAB11B RAD51 RANBP1 RBBP4 RBFOX1 RBL1 RCOR2 REPS2 RET RFC1 RHCE RHD RIBC1 RMI2 RNF121 RNF167 RPA2 RPL28 RPS20 RPS6KA5 RSRC2 SALL1 SASS6 SDHAF2 SEMA5A SERBP1 SEZ6 SIK2 SLBP SLC16A2 SLC25A11 SLITRK3 SMAD6 SMC1A SMC2 SMC3 SMG1 SRSF1 SRSF2 STAG1 STAG2 STMN1 STT3B SUGP1 SUV39H1 TBX3 TCP1 TEX9 TIAM1 TIPIN TLE3 TMEM131L TMEM187 TOP1 TOPBP1 TREX2 TRIR TRMT13 TRMT2A TUBA3E UFD1 UNG USP49 UXT VAMP3 YPEL5 YTHDC1 ZBTB8OS ZCCHC8 ZDHHC17 ZGRF1 ZIC3 ZIM2 ZMYM2 ZNF362 ZNF367 ZNF565 ZNF687 ZSWIM9 E2F_Q2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/E2F_Q2 ADGRB2 ADGRL2 ADIPOR1 ADO AGO1 AK3 AKR7L ANP32E APH1A ARHGAP12 ARHGEF10L ATP1B1 ATPAF1 ATXN7L2 B4GALT2 BMI1 C1orf21 C1orf43 CAP1 CAPZA1 CCDC6 CCN1 CDC14A CDC42 CDC73 CELSR2 CLSTN1 CMPK1 CNTN2 COL13A1 COMMD3 COP1 CSDE1 CSGALNACT2 CSRP1 CTNNBIP1 DAB1 DAP3 DDAH1 DDX50 DHCR24 DNAJB12 DR1 EFNA3 EIF2B3 EPHB2 FAM13C FAM43B FAM76A FBXO2 FBXO44 FOXD3 GATA3 GFI1 GNB1 GNG4 GPR161 GRIK3 H6PD HECTD2 HIPK1 HLX HMGN2 HNRNPR HPCA HTR7 IPO9 KANK4 KCND3 KCNQ4 KIF17 KIF1B LAMTOR2 LCK LMX1A LRP8 LRRC41 MACO1 MAGI3 MAN1C1 MAPKAPK2 MARCKSL1 MAST2 MED8 MPC2 MPZL1 MYCBP MYCL NBPF11 NCDN NEGR1 NIBAN1 NSUN6 NTRK1 ODR4 ORC1 PABPC4 PCGF5 PDIK1L PHYHIPL PIGV PIK3R3 PIP4K2A PKN2 PLD5 PLK3 PMEL POGZ POU2F1 POU3F1 PPM1J PPP1R12B PPP2R5A PRDM16 PRKACB PRPF38A PTF1A PUM1 PUSL1 RABIF RASGEF1A RBBP4 RCC2 RGS7 RLF RNF19B RNF2 RNF207 RRAGC RSBN1 SCMH1 SDCCAG8 SERBP1 SFPQ SFT2D2 SLC25A16 SLC4A2 SMAP2 SNRNP40 SNX27 SORT1 SRRM1 ST7L STMN1 SUV39H2 SYT6 SZRD1 SZT2 TAL1 TFAP2E TINAGL1 TLCD4 TPM3 TPR TRIM33 TXNIP UBE4B UBQLN4 UQCRH UROD USF1 USP1 USP48 VAMP3 VDAC2 VPS26A WAC WNT9A YTHDF2 YY1AP1 ZBTB48 ZBTB8OS ZCCHC17 ZFYVE9 ZMYM4 ZNF281 ZNF32 ZNF362 ZNF503 ZNF644 E2F_Q3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/E2F_Q3 ABCF2 ADAMTS2 ADCY8 ANKHD1 ANKHD1-EIF4EBP3 AP1S2 AP4M1 ARHGAP11A ARHGAP6 ARID4A ASCL1 ATAD2 ATE1 ATRX ATXN7L2 BAG6 BARHL1 CACNA1G CASP8AP2 CBX5 CDC20B CDC25A CDC45 CDC6 CDCA7 CDK1 CLTA CNOT3 CPNE5 CTCF CTDSP1 CTDSPL2 CTNND2 DCK DCTPP1 DDB2 DDX17 DLST DMD DNAJC11 DNAJC5G DNMT1 DOLK DPYSL2 E2F1 E2F3 E2F7 E2F8 EIF1AX EPHB1 EPHB2 ERBIN EZH2 FAM120C FAM216A FBXO5 FLI1 FMO4 FOXO3 GAPDH GCH1 GEN1 GMNN GPAT2 GPN3 GRIK2 H1-3 H2AC12 H2AZ1 H2BC10 H2BC12 HMGN2 HNRNPA1 HNRNPD HS6ST3 ID3 IER5L IMPDH2 ING3 INSM1 INTS7 IPO7 JADE1 JADE2 JPH1 KBTBD7 KCNA1 KCND2 KIAA1143 KIF15 KLF4 KLF5 KMT5A KPNB1 LASP1 LHX5 LIG1 MAT2A MAZ MCM2 MCM3 MCM4 MCM6 MCM7 MCM8 MDGA1 MEIS1 MEIS2 MRPL18 MXD3 NASP NCL NDUFA11 NECTIN1 NFATC2IP NIPBL NOL4 NPR3 NRP2 NSD3 NUP153 OLFML3 ONECUT1 ORC1 OTUD7B OVOL2 PAPOLG PAQR4 PCNA PCSK1 PCSK4 PCYT2 PDS5A PDS5B PEG3 PELP1 PHF12 PHF13 PIAS1 PIM1 PKMYT1 PLK4 PODN POLA1 POLA2 POLE2 PPME1 PPP1CC PPP1R8 PRKDC PRPF38A PRPS1 PRRC2C RAB11B RABL6 RAD51 RANBP1 RBBP4 RBBP7 RBPJ RFC1 RHCE RHD RIBC1 RTF1 SALL1 SASS6 SEMA5A SERBP1 SEZ6 SHMT1 SIK2 SIX5 SLC25A14 SLC25A3 SLC38A1 SLC6A4 SMAD6 SMC1A SMC3 SMC6 SMG1 SNPH SPTSSB SREK1 SRSF1 SRSF2 SSBP3 ST20-AS1 STAG2 STK35 STMN1 STT3B SYT11 TBX3 TBX6 TCP1 TENT5B TFRC TIGAR TIPIN TMEM187 TMEM255A TOPBP1 TREX2 TRIM47 TRIR TRMT13 TRMT2A TRMT6 UFD1 UNG USP1 USP49 UXT WEE1 YTHDC1 ZBTB25 ZBTB8OS ZCCHC8 ZIM2 ZMYM2 ZNF362 ZNF367 ZNF565 ZNF653 ZNF827 ZSWIM9 E2F_Q3_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/E2F_Q3_01 ACBD6 ADAMTS2 AGFG2 ANKHD1 ANKHD1-EIF4EBP3 AP4M1 ARHGAP11A ARHGAP36 ARHGAP6 ARID4A ASXL2 ATAD2 ATE1 ATP5MC2 BMP7 BRMS1L CASP2 CASP8AP2 CBX5 CDC20B CDC25A CDC45 CDC6 CDCA7 CDK1 CHGB CITED2 CSRNP1 CTCF CTDSPL2 CTNND2 DAXX DCK DCLRE1A DCTPP1 DDB2 DDX17 DHX40 DLST DMD DMRT1 DNAJC11 DNAJC5G DNMT1 DOLK E2F1 E2F3 E2F7 E2F8 EGR3 EIF3K ELAVL2 EPHB1 ERBIN ERF EVA1B EZH2 FAM216A FANCC FANCG FBXL20 FBXO5 FBXO9 FHIP1B FMO4 GAPDH GATA3 GEN1 GINS3 GLRA3 GMNN GPAT2 GPN3 H1-3 H2AC12 H2AZ1 H2BC10 H2BC12 HMGA1 HMGN2 HNRNPA1 HNRNPD HOXA9 HOXC10 HS6ST3 ID3 IER5L ING3 INSM1 INTS7 IPO7 ITGA1 JADE1 JADE2 JPH1 KBTBD7 KCNA6 KCND2 KDM3A KLF5 KMT5A KPNB1 LRTOMT LUC7L3 MAP4K1 MAZ MCM2 MCM3 MCM4 MCM6 MCM7 MCM8 MEIS2 MELK MTF2 MXD3 MYC NASP NCL NCOA6 NDUFA11 NECTIN1 NEGR1 NFATC2IP NHLRC2 NIPBL NR3C2 NRP2 NSD3 NUMA1 NUP153 NUP155 OSBPL7 OTUD7B OVOL2 PAN2 PAQR4 PATZ1 PCDH7 PCLAF PCNA PCSK1 PCYT2 PDS5B PELO PELP1 PHF13 PIAS1 PIK3R3 PIK3R4 PIM1 PKMYT1 PODN POLA1 POLA2 POLE2 POLE4 PPP1R8 PPP1R9B PPRC1 PRKDC PRMT3 PRPS1 PRRC2C PTMA RAB11B RAD51 RALY RANBP1 RELT RFC1 RHCE RHD RIBC1 RPS19 RPS6KA5 RTF1 SALL1 SASS6 SEMA5A SERBP1 SIK2 SIN3A SKIDA1 SLC16A2 SLC38A1 SLC6A4 SMAD6 SMC1A SMC2 SMC3 SMC6 SMG1 SREK1 SRSF1 SRSF2 SSU72 STAG1 STAG2 STK35 STMN1 STT3B SUV39H1 TBC1D31 TBX3 TBX6 THAP8 TIPIN TLE4 TMEM131L TMEM187 TNPO2 TOP1 TOPBP1 TRIM47 TRMT13 TRMT2A TRMT6 UCHL1 UFD1 UNG USP1 USP2 USP49 UXT WDR62 WEE1 YBX2 YWHAQ ZCCHC8 ZDHHC17 ZMYM2 ZNF362 ZNF367 ZNF565 ZNF687 E2F_Q4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/E2F_Q4 ABI2 ABRAXAS2 ACBD6 ACO2 ADAMTS2 AK2 ALDH6A1 AP4M1 APH1A APPL1 ARHGAP11A ARHGAP6 ARID4A ASXL2 ATAD2 ATAD5 ATF5 BRME1 BRMS1L CAND1 CASP8AP2 CBX5 CCNT1 CDC25A CDC45 CDC6 CDCA7 CDK1 CDT1 CHD2 CLSPN CNOT9 CORT CRK CTCF CTDSPL2 CTNND2 DCK DCTPP1 DDB2 DDX17 DMD DNAJC11 DNAJC5G DNAJC9 DNMT1 E2F1 E2F3 E2F7 E2F8 EED EFNA5 EHBP1 EMC3 EMSY EPC1 EPHB1 ERBIN EZH2 FANCD2 FBXO5 FHOD1 FIZ1 FMO4 GABRB3 GAPDH GEN1 GINS3 GMNN GON7 GPAT2 GPRC5B GRIA4 GSPT1 H2AC12 H2AZ1 H2BC12 HCN3 HIRA HMGN2 HMGXB4 HNRNPA1 HNRNPD HNRNPR HNRNPUL1 HOXC10 HS6ST3 ID3 IER5L IL4I1 ILF3 ILF3-DT ING3 INSM1 INTS7 IPO7 JADE1 JADE2 JPH1 KBTBD6 KBTBD7 KCNA6 KCND2 KIAA0825 KPNB1 LUC7L3 MAZ MCM2 MCM3 MCM4 MCM6 MCM7 MCM8 MCMBP MEIS2 MRPL40 MSH2 MTF2 MXD3 MYH10 NABP2 NASP NCL NECTIN1 NELL2 NFATC2IP NIPBL NOLC1 NRP2 NSD3 NUFIP2 NUP153 NUP62 OTUD7B PAN2 PAQR4 PAX6 PBRM1 PCLAF PCNA PCSK1 PCYT2 PHC1 PHF13 PHF5A PIM1 PKMYT1 PODN POLA1 POLA2 POLD1 POLD3 POLE2 POLE4 POLR1G POLR2A PPM1D PPP1CC PPP1R8 PRKDC PRPS1 PRRC2C RAB11B RAD51 RANBP1 RASAL2 RAVER1 RBL1 RHCE RHD RIBC1 RMI2 RPS6KA5 RRM2 SASS6 SEMA5A SIK2 SLC38A1 SLC6A4 SLC9A5 SLCO3A1 SMAD6 SMC1A SMC3 SMC6 SNRPD1 SOAT1 SP3 SPINK5 SPTB SREK1 SRSF1 SRSF2 SRSF7 STAG1 STAG2 STK35 STMN1 STT3B SUMO1 SYNGR4 TAOK2 TBX6 TFAP4 THAP8 TMEM108 TMEM143 TMEM187 TMPO TOPBP1 TRA2B TREX2 TRMT13 TRMT2A TRMT6 TYRO3 UBR7 UFD1 UGGT1 UNG USP37 USP49 UXT VCAN WDR62 WEE1 WNT3 YBX2 YTHDC1 ZBTB4 ZCCHC8 ZMYM2 ZNF362 ZNF367 ZNF524 ZNF565 ZNF644 ZNF687 E2F_Q4_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/E2F_Q4_01 ABCF2 ACBD6 ADAMTS2 ADGRB1 AGFG2 ANKHD1 ANKHD1-EIF4EBP3 ANP32E AP1S2 AP4M1 ARHGAP11A ARHGAP36 ARID4A ASXL2 ATAD2 ATE1 ATP5MC2 BMP7 BRMS1L CASP2 CASP8AP2 CBX5 CDC20B CDC25A CDC45 CDC6 CDCA7 CITED2 CNBP CSRNP1 CTCF CTDSPL2 CTNND2 DAXX DCK DCLRE1A DCTPP1 DDB2 DDX17 DIO3 DLST DMD DMRT1 DNAJC11 DNAJC5G DNMT1 DOLK DPYSL2 E2F1 E2F3 E2F7 E2F8 EIF3K EIF5A EPHB1 EPHB2 ERBIN ERF ERG ETV4 EVA1B EZH2 FAM120C FAM216A FAM219A FANCC FANCG FBXL20 FBXO5 FBXO9 FHIP1B FMO4 GAPDH GATA3 GEN1 GINS3 GLRA3 GMNN GPAT2 GPN3 GPRC5B GPS2 H1-3 H2AZ1 H2BC10 HMGA1 HMGN2 HNRNPA1 HNRNPD HOXA9 HOXC10 ID3 IER5L IMPDH2 INTS7 IPO11 IPO7 JADE1 JADE2 JPH1 KCNA6 KCND2 KDM3A KLF5 KMT5A KNTC1 KPNB1 LUC7L2 MAP3K13 MAP4K1 MAT2A MAZ MCM2 MCM3 MCM4 MCM6 MCM7 MEIS2 MELK MTF2 MXD3 MYC NASP NCL NCOA6 NDUFA11 NECTIN1 NEGR1 NHLRC2 NIPBL NR3C2 NRP2 NSD3 NUTF2 ORC1 OSBPL7 OVOL2 PAN2 PAQR4 PATZ1 PCDH7 PCLAF PCNA PCSK4 PCYT2 PDS5B PEG3 PIK3R3 PIK3R4 PKMYT1 PLK4 PODN POLA1 POLA2 POLE2 POLE4 PPM1D PPP1R8 PPP1R9B PPRC1 PRIM1 PRKDC PRMT3 PRPF38A PTMA RAB11B RAD51 RANBP1 RBBP4 RBPJ RCOR2 RELT RFC1 RIBC1 RNF121 RPS19 RPS6KA5 RSRC2 SALL1 SASS6 SEMA5A SERBP1 SFMBT1 SIK2 SLBP SLC16A2 SLC38A1 SLC6A4 SMC1A SMC2 SMC3 SMC6 SMG1 SREK1 SRSF1 SRSF2 SSU72 STAG1 STAG2 STMN1 STT3B STX5 SUV39H1 SYT11 TBX3 THAP8 TIAM1 TIPIN TMEM131L TMEM187 TMEM255A TNPO2 TOP1 TOPBP1 TRIR TRMT13 TRMT2A TUBA3E UCHL1 UFD1 UNG USP2 USP49 UXT WDR62 WEE1 YBX2 YWHAQ ZBTB8OS ZCCHC8 ZDHHC17 ZIM2 ZMYM2 ZNF362 ZNF367 ZNF565 ZNF687 ZNF827 E2F_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/E2F_Q6 ACBD6 ACO2 ADAMTS2 AK2 ALDH6A1 AP4M1 APH1A APPL1 ARHGAP11A ARHGAP6 ARID4A ASXL2 ATAD2 ATAD5 ATF5 BRME1 BRMS1L CAND1 CASP8AP2 CBX5 CCNT1 CDC25A CDC45 CDC6 CDCA7 CDK1 CDT1 CLSPN CNOT9 CORT CTCF CTDSPL2 CTNND2 DCK DCTPP1 DDB2 DDX17 DMD DNAJC11 DNAJC5G DNAJC9 DNMT1 E2F1 E2F3 E2F7 E2F8 EED EFNA5 EHBP1 EMC3 EMSY EPHB1 ERBIN EZH2 FANCD2 FBXO5 FHOD1 FIZ1 FMO4 GABRB3 GAPDH GEN1 GINS3 GMNN GON7 GPAT2 GPRC5B GRIA4 GSPT1 H2AC12 H2AZ1 H2BC12 H3C1 H4C1 HCN3 HIRA HMGN2 HMGXB4 HNRNPA1 HNRNPD HNRNPR HNRNPUL1 HOXC10 HS6ST3 ID3 IER5L IL4I1 ILF3 ILF3-DT ING3 INSM1 INTS7 IPO7 JADE1 JADE2 JPH1 KBTBD6 KBTBD7 KCNA6 KCND2 KIAA0825 KPNB1 LUC7L3 MAZ MCM2 MCM3 MCM4 MCM6 MCM7 MCM8 MCMBP MEIS2 MRPL40 MSH2 MTF2 MXD3 MYH10 NABP2 NASP NCL NECTIN1 NELL2 NFATC2IP NIPBL NOLC1 NRP2 NSD3 NUFIP2 NUP153 NUP62 OTUD7B PAN2 PAQR4 PAX6 PBRM1 PCLAF PCNA PCSK1 PCYT2 PHC1 PHF13 PHF5A PIM1 PKMYT1 PODN POLA1 POLA2 POLD1 POLD3 POLE2 POLE4 POLR1G POLR2A PPM1D PPP1CC PPP1R8 PRKDC PRPF4B PRPS1 PRRC2C RAB11B RAD51 RANBP1 RASAL2 RAVER1 RBL1 RHCE RHD RIBC1 RMI2 RPS6KA5 RRM2 SASS6 SEMA5A SEMA6A SIK2 SLC38A1 SLC6A4 SLC9A5 SLCO3A1 SMAD6 SMC1A SMC3 SMC6 SNRPD1 SOAT1 SP3 SPINK5 SPTB SREK1 SRSF1 SRSF2 SRSF7 STAG1 STAG2 STK35 STMN1 STT3B SUMO1 SYNGR4 TAOK2 TBX6 TFAP4 THAP8 TMEM108 TMEM143 TMEM187 TMPO TOPBP1 TRA2B TREX2 TRMT13 TRMT2A TRMT6 TYRO3 UBR7 UFD1 UGGT1 UNG USP37 USP49 UXT VCAN WDR62 WEE1 YBX2 YTHDC1 ZBTB4 ZCCHC8 ZMYM2 ZNF362 ZNF367 ZNF524 ZNF565 ZNF644 ZNF687 E2F_Q6_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/E2F_Q6_01 ACBD6 ACIN1 ADAMTS2 ADAMTS9 ADGRB1 AGFG2 ANKHD1 ANKHD1-EIF4EBP3 ANP32E AP4M1 ARHGAP11A ARHGAP36 ARID4A ATAD2 ATE1 BARHL1 BCOR BMP7 BRMS1L BTBD10 C14orf119 CACNA1G CASP2 CASP8AP2 CBX5 CCN1 CDC20B CDC25A CDC45 CDC6 CDCA7 CDKN1A CITED2 CLPTM1 CNBP CNPY2 CPSF7 CSRNP1 CTCF CTDSPL2 CTNND2 DAXX DCK DCLRE1A DCTPP1 DDB2 DDX17 DLEU1 DLEU2 DLL4 DLST DMD DMRT1 DNAJC11 DNAJC5G DNMT1 DOLK DPYSL2 DUSP6 DUSP7 E2F1 E2F3 E2F7 E2F8 EIF1AX EIF5A EPHB1 ERBIN ERG ETV4 EVA1B EZH2 FAM120C FANCG FANCL FBXL20 FBXO5 FHIP1B FLI1 FMO4 GAPDH GLRA3 GMNN GPAT2 GPRC5B GRIA4 H1-3 H2AZ1 H2BC10 HMGN2 HNRNPA1 HNRNPD HOXA9 HTR2C ID3 IER5L INTS7 IPO7 JADE1 JADE2 KCNA6 KCND2 KLF5 KLHDC3 KLHL35 KMT5A KPNB1 LIG1 LRRC56 LUC7L2 MAP3K13 MARCKSL1 MAT2A MAZ MCM2 MCM3 MCM4 MCM6 MCM7 MEA1 MELK MSI1 MTF2 MXD3 MYC NASP NCL NDUFA11 NECTIN1 NHLRC2 NIPBL NKX2-2 NRP2 NSD3 NUTF2 ODAD3 ORC1 OSBPL7 OVOL2 PAN2 PAQR4 PCDH7 PCIF1 PCLAF PCNA PCSK4 PCYT2 PDS5B PEG3 PKMYT1 PLK4 PODN POLA1 POLD1 POLE2 POLH PPM1D PPM1J PPP1R9B PRIM1 PRKCSH PRKDC PRMT3 PRPF38A PTCHD1 PTMA PUF60 RAB11B RAD51 RALY RANBP1 RBBP4 RBL1 RBPJ RCOR2 REPS2 RFC1 RIBC1 RMI2 RND2 RPS19 RPS6KA5 RRM2 SALL1 SASS6 SDHAF2 SEMA5A SERBP1 SFMBT1 SIK2 SLC16A2 SLC6A4 SLITRK3 SLITRK4 SMC1A SMC2 SMC3 SMG1 SNCB SORBS1 SREK1 SRSF1 SRSF2 SSU72 STAG1 STAG2 STMN1 STT3B STX5 SUV39H1 SYPL1 TBX3 TIAM1 TIPIN TLE3 TMEM131L TMEM187 TMEM256 TNPO2 TOPBP1 TRIR TRMT13 TRMT2A TSC22D2 TUBA3E UCHL1 UFD1 UNG USP49 WEE1 XPO5 YWHAQ ZBTB8OS ZCCHC8 ZDHHC17 ZIM2 ZMYM2 ZNF362 ZNF367 ZNF565 ZNF687 ZSWIM9 E47_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/E47_01 ABLIM3 ABTB3 AGO1 AIG1 AKAP12 AMD1 ANKRD2 ARHGAP36 ARHGAP8 ARL4A ARRB2 ARV1 ASB2 BCL11B BCL9L BRME1 BRSK2 C1QC CA7 CACNA1H CACNA2D2 CACNB3 CALB1 CALM3 CAMK1D CAMK2A CAMK2G CAVIN2 CBFA2T3 CCL27 CCND2 CCNJL CCNYL1 CD47 CDC42SE1 CDH2 CDK5 CDYL2 CELF3 CER1 CFL1 CHD5 CHMP4B CHRD CHRDL1 CITED2 CKM CNNM2 CORO1A CORO1C CORO2A CTDNEP1 CYLD CYP26A1 DAAM1 DDIT4L DEF6 DGKD DLL4 DNAJB5 DPYSL5 DRP2 DSCAM DTX2 DUSP10 DUSP9 EFNA1 EIF4ENIF1 ELAVL3 ELAVL4 ELP5 EMILIN3 EMSY EPB41 EPB41L4B EPHA2 EPHB2 EPHB6 ERF ERG ERN1 EXOC6 FAM53C FAM89B FAM98A FGF9 FLNC FLT3 FOXP1 FRMD5 GABRG2 GCNT3 GGN GIT2 GJB1 GK GNA11 GNAS GNB3 GOLM2 GPD1L GPM6B GPR162 GPR37 GRB2 GSE1 HDAC3 HES6 HOXA7 HOXB7 HRH3 HSD3B7 HYCC1 ID1 IDE IER5L IL23A INHA IRF1 IRX5 ISL1 ITGA1 ITGA3 ITGA6 KCNB1 KCNH2 KCNIP2 KCNJ4 KCNK12 KCNMA1 KCNQ1DN KHDRBS2 KIRREL2 KLF10 KLHL13 KLHL40 KMT2E LGALS1 LINC01879 LMO3 LURAP1L LZTS2 MACF1 MAP1A MAP3K3 MAZ MED10 MGAT1 MINK1 MLIP MLLT11 MPPED2 MTSS1 MUSK MYLIP MYO7A NAA40 NBL1 NCOA5 NDUFA4L2 NETO2 NEURL1 NEXN-AS1 NLK NODAL NR4A3 NSD1 NSG2 NUMBL ONECUT1 OTOS OTX1 PAK3 PARP8 PCDH17 PDGFB PELO PEX10 PICK1 PLCB1 PLCB3 PLEC PLEKHH3 PLK4 PODXL POU2F3 PPP1R17 PPP1R21 PPP1R9B PPP2R2B PPTC7 PRM2 PSIP1 PTK2B RAB26 RAB5B RANGAP1 RBL1 RBPJ RELL2 RNF13 RORC RTL9 RUNX1 RXRG RYR1 SCAI SCN5A SCRT2 SEC31B SEMA4B SERBP1 SH3BP1 SH3GLB2 SHCBP1L SLC26A9 SLC39A5 SLC4A2 SORBS1 SORBS3 SORCS2 SOST SOX12 SPACA6 SPI1 SPOP SPTAN1 STC2 TAFAZZIN TGFB3 THRA TMEM105 TREML2 TRIM8 TRIP10 TRPV3 TSHR TSPAN33 TTC13 TTC17 TUBB2B UBE2D3 VEGFA VKORC1L1 VPS13A WFIKKN2 WNT10A WNT2B WNT6 WNT9A WTAP ZMAT3 ZNF532 ZNF644 ZNF706 E47_02 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/E47_02 ABR ABTB3 ADAM12 AFF3 AIG1 AKT2 ALX3 AMPH ANXA8 AP4S1 APOBEC4 ARHGAP44 ARID5A ARL4A ARMCX2 ARSG ART1 ASB5 ASIC2 ASIC4 ASXL2 ATOH7 BAZ2A BCL2L1 BCL9 BICDL1 BMF BMX BNC2 BTBD3 BZW2 C12orf42 C6orf62 CALB1 CARTPT CASKIN2 CAVIN2 CCN3 CD40LG CDH7 CDK14 CEL CELF1 CELF4 CEP41 CHD6 CHRM1 CHRNB1 CNTN5 CNTN6 COL22A1 CPB1 CPNE1 CTDNEP1 CUEDC1 DALRD3 DDAH1 DDAH2 DENND1B DGKA DMD DMPK DNAH17 DOC2B DRD3 DSCAM DSCAML1 DUSP9 EDEM3 EGLN1 EHD4 ELAVL2 ELP5 EPHB6 ERBB3 ERG ESRP2 FAM83H FCMR FGD4 FGF11 FGF13 FOXA1 FOXI1 FRMD4A FRMD5 FUT8 GABRE GALR3 GATM GFAP GIT1 GJA4 GLI1 GNA12 GRIA1 GSE1 HAPLN2 HDAC3 HDAC9 HES6 HIVEP3 HMCN1 HMGN2 HNF1B HOXA7 HSD3B7 HSPB3 IDE IKZF2 IRF1 IRX4 JMJD1C JPH3 KCNA4 KCNN2 KLHL1 KLHL13 KLK1 KMT2E LMO2 LRRN1 LRRN3 LRTM1 LSR LUC7L LYL1 MAPK12 MED26 MEF2C MEF2D MEGF8 MEIS2 MGAT1 MID1IP1 MIEN1 MLLT6 MMP16 MPPED2 MRTFA MXD1 MYC MYL11 MYO18A MYOCD NAA15 NABP2 NCDN NDUFAF3 NDUFS4 NGFR NOL4 NPAS2 NPAS4 NPTX2 NR2F6 NSG2 NUMBL OFCC1 OR10J1 PADI4 PARD6A PCDH17 PCDHA1 PCDHA10 PCDHA6 PCM1 PCSK4 PCYOX1L PDE4B PGM3 PLEC PLEKHB1 PLPP7 PNMA1 PODXL POU2AF1 POU3F2 PPP2R2B PPTC7 PRELP PRKCQ PSMD3 PTCHD1 PURA PYM1 R3HDM1 RAB33A RAPGEFL1 RASL10B RBFOX1 RBM26 RELL2 RHOBTB1 RIMS2 RRM2B RUSC1-AS1 RWDD2A S1PR1 SASH1 SCN5A SEMA4G SEPTIN4 SERPINI2 SHISA7 SHOX2 SLC7A11 SLC9A7 SLITRK3 SNAP25 SNCAIP SOX12 STC2 STK3 STRN3 SYNE2 SYTL2 TAL1 TEAD2 TENT5C TFAP2A THRA TICAM1 TLNRD1 TMEM100 TMEM131L TMEM35A TNFSF13 TPI1 TPM2 TRAM1 TRAPPC13 TRERF1 TRIB2 TRIM23 TSEN54 TSPAN33 TSSK2 TTC22 TTN UBXN10 UNC5B USP46 USP54 VWA2 WDR6 WDR81 WFIKKN2 WNT10B YIPF6 ZNF503 ZNF516-DT ZNF532 ZNF710 E4BP4_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/E4BP4_01 ABHD8 ACSL4 ADNP ADRB2 AGO3 AHNAK AK3 AKTIP ALDH1A1 ALDH3A1 ANGPTL1 ANO1 AP1S2 ARID1B ARNT ARRDC3 ATF3 ATOH7 ATXN1 BSN C1QTNF7 C22orf31 CALCRL CALM1 CALM2 CDC42 CDK8 CDKL1 CDYL CEP95 CEPT1 CHIC2 CIART CLASP1 CLCN1 CLCN5 CLSTN1 CNTF COL15A1 CREB5 CRIM1 CSNK1E DDX5 DENND4A DGKI DMD DNAJA2 ECM2 EEF2 ELAVL4 ELMOD1 ELOVL6 ENSA ENSG00000291228 EP300 EPB41 EPHX4 EPN2 ERF ERGIC1 ESRRG ETV4 ETV5 FAIM2 FBXO3 FBXW4 FBXW7 FGF14 FNBP1 FOXO3 FUT9 GABARAPL2 GPM6A GRHL1 H2AC25 H2BC26 H3-3A HERPUD1 HIVEP3 HOXA10 HOXA4 HOXC4 HOXC6 HRH3 HSPD1 HSPE1 IFNG IKZF2 IL1RAPL1 IL34 IL6ST IMPDH1 INPP4A IRF2BP1 JMJD1C JPH3 KCNJ1 KDM6A KRTAP19-5 LAMP5 LARGE1 LGALSL LGSN LINC00472 LRP1B MACO1 MAP2K3 MAP2K6 MAP4 MECP2 MED12L MIOX MIR22HG MPP2 MREG NAA60 NCKAP5 NDST3 NECTIN1 NEGR1 NEUROD6 NFIL3 NIN NIPBL NMT2 NPTX1 NR1D1 NREP NRGN NRSN1 NYX OGT OLFM4 ORMDL2 OSBPL6 PALS1 PALS2 PCK2 PCSK2 PDXP PDZD8 PELI2 PGK1 PIK3R1 PIP4K2B PLCB1 PMEPA1 PNMA1 POGZ POLG2 PPFIA1 PRDM8 PRELID1 PREX2 PRICKLE1 PRKAA2 PRKG1 PRNP PTHLH RAB24 RAB3C RABL6 RAI2 RASL10B RBFOX2 RGL1 RGS6 RHOBTB2 RNF145 RPS6KA3 RSKR SARNP SAT1 SCML4 SEC14L3 SEL1L3 SH2B3 SH3GL2 SIDT1 SLC24A2 SMAP2 SPATA2 SREBF2 SRSF6 STARD13 SULF1 SUMO1 SYT11 TAF15 TAGLN3 TBX6 TFEB TMC3 TMCC1 TMEM126B TMEM154 TMEM185A TMEM215 TNFSF13 TNS2 TSC22D1 TSC22D3 TUBA1A UBR5 UCHL1 UNC5C USP2 VEGFA VGLL4 WDR47 WDR81 WEE1 XPO7 YTHDF3 YWHAG ZBTB14 ZBTB21 ZBTB7A ZDHHC14 ZDHHC5 ZHX2 ZNF687 ZNF711 E4F1_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/E4F1_Q6 ABCF3 ADAMTS3 ADIG ADNP AGPAT1 AKIRIN1 ALDOC ANK2 ANKS1B ARF4 ARG2 ARL4D ARMCX6 ASPHD1 ATAD5 ATF1 ATP10D ATP2A2 ATP6V0C AZIN1 BCL2L13 BRAF C11orf87 C1QTNF7 C1orf21 C6orf62 CALCRL CALD1 CALM2 CBX3 CBX8 CBY2 CCDC148 CCDC24 CCER1 CCN1 CCNI CD160 CD2AP CDK2AP2 CELF6 CEP83 CFAP68 CHGB CHPF CKB CLDN3 CLDN7 COQ10A CREB1 CRY2 CSTF3 CXCL16 DACT1 DDX3X DDX51 DHX36 DMTN DNAJC27 DNM3 DPH3 DUSP1 EGR2 EGR3 EGR4 EHD4 EIF1 EIF4A1 EIF5A ELMOD1 ELOVL5 EPB41 EPC1 ERC1 ERF ETF1 FAM117B FAM50A FAM76B FAU FGF14 FGF9 FKBP7 FLRT3 FOSB FOXA1 FOXD3 FOXRED1 FSTL5 FXR2 FZD7 GAK GEM GJD2 GLOD4 GNAS GNG4 GNL1 GOLGA2 GOLGA5 GPBP1 GPR3 GRIN2B GRK6 GRM3 GSTCD GTF2A1 H4C8 HABP4 HDAC6 HDX HIC2 HMGB1 HNRNPA2B1 HOXB3 HOXC10 HOXC11 HS6ST2 ID1 IKBKB INTS12 IRF2BPL IRX6 ITFG2 KAT8 KCNA2 KCNA6 KDELR3 KDM2A KIRREL3 KYAT1 LENG9 LETM2 LGR5 LMBRD1 LMTK2 LTBP1 MAF MAFF MAP1A MAP1LC3A MAP3K13 MARCHF6 MASTL MCAM MED15 MIR137HG MIR9-1HG MORF4L2 MRC2 MRM3 MRPL49 NAP1L2 NDUFB2 NEDD9 NEK1 NEUROD6 NINJ1 NKX2-2 NOL4 NR3C1 NR4A1 NR4A2 NR4A3 NR6A1 NTMT1 NUMBL OSBP OSR1 OXNAD1 PAFAH1B1 PDE7A PDLIM3 PDP1 PDZD8 PELI3 PHF20 PITX2 PKP4 PLK4 PNMA3 PNMA6A POLR2A PPARGC1A PPP1R15A PPP2R2A PPP2R2B PPP6C PRKAG1 PRR3 PSENEN PSMD12 PSME3 PTCH1 PTGES3 PTGR3 PTMA PTOV1 PTP4A1 PURB RAB1A RAB2A RAB6A RABL6 RANBP2 RBBP8 RBMS2 RFX1 RFX5 RHOBTB1 RNF5 RPL41 RPRD1A RPS6KA3 RUNDC3A RUSC1 RUSC1-AS1 S1PR2 SACM1L SARAF SATB2 SCAMP5 SCG2 SEC63 SECISBP2L SGIP1 SH2D2A SHC3 SHISA6 SIK1 SLC18A2 SLC20A2 SLC25A25 SLC25A37 SLC30A5 SLC31A1 SLC36A3 SLC39A13 SMARCA1 SMARCE1 SMIM19 SOX9 SRCIN1 SRGN SRPRA SRSF1 SSTR2 STAG1 STT3A STX5 SYNGR3 TAF10 TAOK2 TBC1D23 TBRG4 TBX20 TCEAL9 TLE3 TMEM175 TMEM263 TNFAIP8 TOR1AIP1 TP53INP2 TRIB1 TRMT61B TRPC1 TSC22D2 TSC22D3 TSPAN13 TSPYL5 U2AF1L4 UBAP1 UBQLN2 UFC1 USP48 WDR48 WNT10A YJU2B YWHAG ZBTB21 ZBTB4 ZC3H10 ZEB2 ZFY ZMYND15 ZNF184 ZNF24 ZNF367 ZNF462 ZNF516-DT ZNF687 ZNF711 EFC_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/EFC_Q6 ABI2 ACER3 AGO1 AKAP1 ALMS1 AMHR2 ANKRD45 AP1M1 APOBEC4 ARID1A ARL4A ARMC3 ARPC5 ASCL4 B3GALT2 BARHL2 BCL2L1 BCL2L2 BCL6 BDNF BLOC1S2 BMP5 BMP6 BMPR2 BNC2 BTBD3 BTG4 BTRC C10orf53 C12orf57 C2CD2L CACNA1D CACNA2D3 CAMK2A CAMKV CARS1 CBX6 CCDC13 CCDC22 CCDC6 CCDC60 CCND2 CD68 CD69 CDK19 CDK20 CDX4 CELSR2 CEP41 CEP95 CFAP57 CITED2 COPS5 COQ8B CRIP2 CYP26B1 DDX17 DDX31 DHX30 DIO3 DIPK2B DMD DNAH9 DPY30 DPYSL5 DYDC2 EBF2 EBNA1BP2 EDC4 EFNB3 ELAPOR1 ELAVL4 ELMOD1 EN2 ENKUR ETS2 EYA1 FAF1 FAM131A FAM167A FERD3L FGF9 FHIP1B FIBCD1 FKRP FLRT1 FOSB FOXD3 FUZ FXYD6 GALNT14 GBF1 GDPD2 GGN GLA GOLPH3L GPR119 GPR162 GPR22 GRIK5 GRIN3A GTF3C1 GTF3C4 HAMP HELZ2 HES1 HM13 HMGN3 HNRNPF HNRNPH2 HOXA10 HOXA11 HOXA3 HOXA4 HOXB6 HOXC4 HOXC6 HOXD4 HS2ST1 IFT46 IGSF8 INSRR IRS2 ITGB8 JADE2 KCNA1 KCNA2 KCNE1 KCNN3 KCNQ1DN KCNRG KDM3A KIRREL2 KLF3 KLF3-AS1 KLHL1 KRT79 LDB2 LINC01597 LMO3 LRMDA LRRC8A LSM6 MAGED1 MAP1A MED25 MEIS2 MET MIEF2 MIR22HG MITF MORF4L2 MRPL32 MSMB MT4 MTA2 MYCLP1 NCOA5 NDUFS4 NEK2 NEUROD2 NLGN3 NONO NOS1 NPAS3 NRGN NTRK1 NUDC OMA1 ORAI3 OSR2 OTUD7B PACSIN2 PAK6 PARP6 PAX6 PCDH17 PCYT1A PCYT1B PDCL2 PDE1A PDE6D PDZD4 PDZRN4 PHTF1 PIK3R5 PNKD PPIL4 PPME1 PPP3CB PPT2 PRDM12 PRRT1 PRRX1 PSD PSMA2 PSMF1 PTCH1 PTPN22 QRICH1 RAD9A REM2 RFX4 RGL1 RNF141 RNF25 ROBO3 RPL32 RPP21 RREB1 RRM1 RUNX1T1 RUSC1-AS1 SASH1 SCNN1A SECISBP2L SELENOF SELENOO SEMA5B SENP1 SERPINB3 SHANK1 SIN3A SIX1 SLC17A6 SLC22A8 SLC39A12 SLC4A2 SLC7A1 SLK SMAP2 SNPH SOBP SOX2 ST13 STAT5B STK36 STMN4 STRN4 SYT6 TAOK2 TBC1D16 TBPL1 TCEAL1 TCTN3 TDRD7 THNSL1 THRA TM9SF1 TMEM209 TNKS1BP1 TNS2 TP53BP1 TRIM39 TSC22D1 TTC16 UBE2L3 UBL4B USP12 VEGFA VIT VSIG1 WARS2 WDR81 WHRN XPNPEP3 XPOT YWHAE YWHAG ZBTB48 ZC3H11A ZC4H2 ZFP36L1 ZMYND8 ZNF407 ZNF710 EGR1_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/EGR1_01 ACE ADSS2 AIFM1 AKAP12 AKIRIN2 ALKBH7 AMMECR1L ANKH ANKS1A AP1G1 AP3S1 APLP2 APP ARF3 ARL1 ARRDC1-AS1 ATE1 ATG12 ATOSB ATP1B2 BAHD1 BRD2 C12orf75 C9orf72 CACNA1A CACNA1E CAMK2A CAND1 CARNMT1 CBARP CBLN1 CDH2 CDK17 CDKN2C CEP70 CEP95 CGGBP1 CLPTM1 CLSTN1 CLTC CMAS CNN2 CNNM4 CNOT6L CORO1C CREB3L1 CRTC2 CSMD3 CTCF DDX5 DDX6 DLL4 DLX4 DNAJB5 DVL2 DYNC1LI1 DYNLL1 EFEMP2 EGLN2 EGR1 EGR3 EHBP1 EIF5A ELL EPHB1 ERF ERRFI1 ETV4 FAF1 FEV FOXP2 FRA10AC1 FUS FZD1 GIT1 GLRA3 GNB2 GPHN GPR132 GRB2 GRIN1 GSX1 HAS1 HCFC1R1 HCN4 HHEX HMGA1 HMGN1 HMGN2 HNRNPDL HOXA2 HOXA5 HOXA7 HOXB8 HR HRK HSPB9 HYAL2 ICAM5 IGF2BP1 IMPDH1 ING2 IRF2BPL ISG20L2 ITGB8 IWS1 KAT2A KAT7 KCNAB3 KCNB1 KCNB2 KCNC1 KCND2 KCNH5 KCNN2 KCNQ5 KCNS2 KDM2A KLF16 KLF3 KLF3-AS1 KLHL10 KRCC1 KREMEN2 L1CAM LEF1 LMNTD2 LRATD2 LRFN5 LYPLA2 MACO1 MAN2A2 MAP3K4 MATR3 MEF2C METTL25B MGLL MNT MORF4L2 MRC2 MSI1 MSL2 MYB NAB2 NDUFA4L2 NEUROD2 NFYC NIPBL NLK NOP53 NPAS4 NRGN NRK NT5C3B NUFIP2 NUMBL ORC4 OTX1 PABIR1 PABIR2 PACSIN2 PAFAH1B1 PARP6 PBX1 PCDH17 PCIF1 PCOLCE PCSK2 PDGFB PITPNA PJA1 PLEKHH3 PLOD3 PORCN PPARGC1B PRKACA PRKAG1 PRPF3 PRRT2 PSME3IP1 PTCH1 PTMS PTPN7 QRICH1 RAB26 RAB39A RALGPS2 RAPGEFL1 RASGEF1A RASSF7 RBBP6 RELB REXO2 RFX4 RHOA RHOB RNF24 RPS6KA3 RPUSD4 RSPRY1 RUNX1 SARM1 SCN8A SDCCAG8 SEC14L1 SELENOF SERTAD1 SF1 SH3BP1 SH3GL3 SH3KBP1 SHF SIK2 SLC22A17 SLC25A23 SLC25A38 SLC9A7 SMARCA5 SMYD5 SOCS5 SOX12 SP1 SPRED1 SPTB SRCIN1 SREBF2 SSTR3 STARD13 SYVN1 TAF11 TAOK2 TBC1D10A TBX3 TCTA TFAP2C TFE3 THOC6 TLE3 TLE4 TNFRSF12A TPBG TPGS2 TPM4 TRA2B TRIB1 TTC9C TUG1 UBASH3B UBTF UBXN10 UCHL3 USP1 VAMP2 VEGFA VGF VTN WDR44 WDR48 XK XPR1 YPEL4 YWHAE ZBTB5 ZFPM1 ZMYM2 ZNF232 ZNF414 ZNF827 ZNHIT1 EGR2_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/EGR2_01 ADAMTS15 ADGRB3 AHNAK AK2 AKAP10 ANKH ANKS1A AP1S1 ARPP21 ATL1 ATOSB ATP2A2 ATP6V1C1 BAHD1 BCL2A1 BCL6 BMPR2 C9orf72 CA11 CAMK2A CD40LG CDKN2C CELF4 CFL1 CGGBP1 CHRD CLTC CMAS CNOT9 COL26A1 COLEC12 CREBRF CSRNP1 CSTF3 CX3CL1 DCAF7 DES DIAPH1 DLK2 DNASE1L2 DOC2A DSCAM DVL2 DYNLL1 EGR1 EGR3 EIF3B EPHB1 EPHB3 ERF ERGIC3 ESRP2 ETV4 FASLG FBXL19 FBXL20 FRA10AC1 FSHB FUS GABRA1 GABRQ GNAI2 GNL1 GPC4 GPR132 GPRIN3 GSE1 GSX1 GUCY1A2 HDAC9 HMG20B HMGN2 HNRNPDL HOXA3 HOXB6 HRK IGF2BP1 INCA1 ITGB8 ITPKA ITPR1 KCNB2 KCNH3 KCNIP2 KCNJ1 KCNQ5 KIF1C KLF4 KLF5 KREMEN2 L1CAM LGI1 LMNTD2 LMTK2 MACROH2A2 MAN2A2 MAP1A MAP3K3 MASTL MED14 MNT MRC2 MSL2 MYB NAB2 NDUFA4L2 NFATC3 NKX2-2 NOP53 NRCAM NRGN NUP107 OSR1 PABIR2 PABPC4 PCOLCE PDCD6IP PDGFB PDGFRB PDZD7 PKD1 PLPPR1 PLXNC1 PNCK POLR1G PPP1R1B PRKAG1 PRKCE PRR3 PRRC1 PTCHD1 PTGES PTPN7 RALGPS2 RALYL RAPGEFL1 RASSF7 RBBP6 RELA RERE RHBDL3 RIMS1 RRBP1 RTL3 RUNX1 SARM1 SCAI SCN5A SEC14L1 SERTAD1 SH3BP1 SH3GL3 SIN3A SIRT1 SLC25A39 SMAD1 SMARCA5 SMYD5 SNAP25 SORCS3 SOX4 SPTB SRCIN1 SRF SRRM4 SSTR1 SSTR3 SUMO2 SUN2 SYNCRIP SYVN1 TAF11 TBC1D10A TFAP4 THPO THRA TP53I11 UBASH3B UBE2W UBXN10 UPRT USP37 USP4 VASH1 VEGFA VGF VTN WDR44 WDR48 WNT1 WWP2 XK XPR1 YME1L1 ZCCHC14 ZHX2 ZNF281 ZNF575 EGR3_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/EGR3_01 ANKS1A ATP6V1C1 ATP8B2 BMPR2 C2orf15 C9orf72 CD40LG CDKN2C CELF4 CGGBP1 CLTC CMAS CSRNP1 DYNLL1 EGR1 EGR3 EPHB1 ERF ERGIC3 ETV4 FUS GNL1 GSX1 HDAC9 HMG20B HMGN2 HNRNPDL HRK IGF2BP1 ITGB8 KCNQ5 KLF5 KREMEN2 L1CAM MAN2A2 MASTL MRC2 MYB NDUFA4L2 NOP53 PABIR2 PCOLCE PDCD6IP PDGFB PDZD7 PLPPR1 PNCK POLR1G PRKACA PRR3 PTCHD1 PTPN7 RALGPS2 RALYL RANBP1 RBBP6 SCN5A SEC14L1 SH3GL3 SIRT1 SMYD5 SNAP25 SORCS3 SRCIN1 SRRM4 SSTR3 SUN2 TAF11 TBC1D10A TP53I11 TRMT2A TSGA10 UBASH3B UBE2W USP4 VEGFA VGF WDR44 WNT1 XK YME1L1 YTHDF3 ZCCHC14 EGR_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/EGR_Q6 ABCB6 ABHD1 ABI2 ACE ACER3 ADAMTS3 ADCY8 ADSS2 AGO1 AK5 AKIRIN2 ANKRD13A ANP32E AP3S1 APLP2 AR ARL1 ARPC5 ASB1 ATG12 BCL2L11 BMP4 BRD2 C1orf21 C2CD2L CACNA1A CACNA1B CACNA1D CALR CALU CAMKV CAND1 CBLN1 CBX4 CCDC102A CDC73 CDH2 CDK2AP1 CDX1 CELF4 CELSR3 CGB3 CGB5 CGB7 CGB8 CHRDL1 CLIP2 CLPTM1 CNNM4 COL27A1 CORO1C CRTC2 CRYAB CTCF CXXC5 CYLD DDX6 DENND2C DET1 DIAPH1 DLGAP4 DLL4 DLX3 DNAJB5 EED EFEMP2 EFNB3 EGR1 EGR2 EIPR1 EML5 ERF ERGIC3 EYA4 FBRS FBXO36 FCHSD1 FCHSD2 FEV FSTL5 GABRG2 GAD1 GBX2 GPHN GPR162 GRB2 HAS3 HCFC1R1 HCN4 HEXIM2 HHEX HIC1 HID1 HK2 HMGA1 HNRNPL HOXA3 HOXB8 HSPA4 HSPB2 HYAL2 ICAM5 IGF2BP1 IL13RA1 IL21 ILK INA ING2 INSM1 IRF2BPL IRX2 IRX2-DT ISG20L2 ITGB8 JADE2 KCNAB3 KCNB1 KCNH3 KCNH5 KCNJ10 KCNN2 KCNQ5 KDM6A KIFC2 KLF10 KLF13 KPNB1 KRCC1 LHB LMAN1 LMO3 LYPLA2 MACROD2 MAP1A MAP3K7 MARCHF10 MATR3 METTL25B MGLL MID1IP1 MIR17HG MIR22HG MMP1 MNT MORF4L2 MSI1 MTA2 NAA35 NACC1 NAT8L NCS1 NEFL NETO1 NEUROD2 NFYC NKX2-2 NLK NPAS4 NR2F2 NR5A1 NRDC NRK NSD3 NTHL1 NTN3 NUAK1 NUMBL OLIG1 ORC4 OSBP2 OSTC PACS1 PARP6 PCDH17 PCSK2 PDE10A PDGFB PDZD8 PGRMC2 PHF12 PIAS3 PITPNA PLD5 POLR3E PPARGC1B PPM1D PPP1R16B PPP1R9B PPP3CA PPP3CB PPRC1 PRDM10 PRPF3 PRPF6 PRX PSD PTCH1 PTCHD1 PTMA PTMS QRICH1 RAB26 RAD23A RAPGEFL1 RASAL2 RASGEF1A RELB REPS2 RGL1 RHOG RNF10 RNF24 RNF44 RRP8 SAMD10 SEC63 SELENOF SERTAD1 SH3KBP1 SIK2 SIPA1 SIX4 SLC22A17 SLC25A12 SLC39A3 SLC9A3 SLC9A5 SLITRK5 SMARCA5 SP1 SP4 SPEG SPTB SRCIN1 STARD13 STXBP2 SYT6 TENT5C TFAP2C TGFB1I1 TGIF1 TGIF2 THOC6 TLCD4 TNFRSF12A TNIP2 TOX2 TPGS2 TPM4 TRAF4 TRAPPC12 TRIR TSC2 TUG1 TXNDC12 UBE2M UBE3A UBTF UNC119 UNC5C USP15 UST VAMP2 VAX1 VKORC1L1 VLDLR VWA3B WDR44 WDR81 XIRP1 YTHDF2 YWHAG ZFP36 ZFP36L1 ZFTRAF1 ZHX2 ZMYM2 ZNF414 ZNF575 ZNF703 ELF1_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ELF1_Q6 ABI3 ACSL4 ACSL5 ADAP1 ADD3 AGPAT1 AIF1 AKT1S1 ALOX5AP ANKRD28 APOBR ARHGDIB ARL6IP5 ARPC2 ARRB2 ASPHD1 ATP2A3 BAHD1 BAZ1A BEND6 BRAF BRINP3 BTBD16 C1QA C1orf43 CALCRL CAMK1D CAMK2B CAPN3 CARD9 CCDC88B CCL23 CD274 CD37 CD79B CDC14A CDH5 CDKN2A CEBPE CHMP1B CLEC12A CLIC1 CMAS CNOT6L CNPPD1 COL6A3 CRACR2B CREB3 CREBBP CSF1 CTCF CTNND1 CTSA DAPP1 DCAF1 DERL1 DGKZ DMTF1 DNAJA2 DPP3 DPP8 DUSP22 E2F3 ECHDC2 EIF4EBP1 EIPR1 ELF4 ELMO1 ELOVL1 ENTR1 ERF ESM1 FAM110A FAM241A FAM3D FBLN5 FBXW4 FCER1G FCRL1 FCRLA FFAR4 FGD2 FGF20 FOXO4 FUT11 FZD10 GAL3ST3 GAREM1 GDPD5 GMIP GNGT2 GOLPH3L GPR31 GPX1 GRB2 HM13 HOXB4 HOXC10 HOXC4 IKBKB IKZF2 IKZF3 IL2 IL7R INPP5F IPCEF1 IQGAP1 IRF8 ITGB7 ITPR2 JARID2 KCNAB1 KCNMB3 KIF3C KLF12 KLF13 LAG3 LAMA3 LIMD2 LIMS1 LRRC8A LRRFIP1 MADD MAP3K11 MAP4K2 MARCKS MED15 MICAL2 MIDEAS MITF MLLT3 MPPED2 MR1 MRGPRG-AS1 MRPL24 MSH5 MTPN MYADM MYL1 MYO1C NASP NCAM1 NCK1 NCKAP1L NEDD4 NEURL2 NFIA NIPAL3 NR2C2 NRP1 NTS NUFIP2 ORMDL3 OSER1 P2RY10 PABPC1 PATZ1 PAX6 PCDH9 PFKFB4 PI16 PI4K2A PIK3CD PITPNM1 PKN1 PLCB2 PLEKHH2 PPP3CA PPP4R3B PRDM5 PRKRIP1 PSME2 PSPN PTPRH PUM1 RAB25 RAB39A RAC1 RALA RASGRP3 RASIP1 RBFOX1 RCL1 REL RELA RETREG2 RLIM RNF31 RNF5 RPL17 RPL34 RPL34-DT RUFY1 S1PR4 SAMSN1 SAT1 SCIMP SEL1L3 SF1 SHC3 SIX4 SLC39A13 SLC9A9 SLC9B2 SNX2 SORL1 SPRED2 SRSF8 STAB1 STAT6 STIM1 STX19 STX5 SUPT16H TACR1 TAOK2 TBC1D10B TBC1D17 TBC1D8 TEK TFAP2C TFE3 TGFB1 TIE1 TLN1 TLR4 TM6SF1 TMEM154 TMEM178A TMEM88 TMPRSS11D TNFSF13 TNIP3 TRAF3IP3 TRAPPC12 TWIST1 TXK TYROBP UBE2Q2P1 VAV1 VIM VSIG10 WAS WIPI2 XIAP XPR1 ZNF646 ZNF668 ZNF687 ELK1_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ELK1_01 ACIN1 ACKR1 ADCY2 ADNP AKT1S1 ANKH ANKHD1 ANKHD1-EIF4EBP3 ANKS1A AP4E1 APBA3 ARHGAP1 ARHGAP30 ARHGDIB ARHGEF4 ARHGEF6 ARPC4 AZI2 BCL2L1 BTBD16 C14orf119 C2orf27A CAPZA1 CAST CBLB CCAR2 CCDC71 CCDC88B CCNT1 CD37 CDC26 CES2 CFAP57 CHMP1B CHN2 CIAO1 CIAO2B CITED2 CKS1B CLN5 CNOT6L CNST CNTROB COPS7A CORO6 CPEB4 CRB3 CREBZF CRTC2 CSF3 DBR1 DCAF1 DDX1 DDX55 DGKA DGKZ DLG2 DMTF1 DNAJB9 DOK1 DPP3 DPP8 DSCAML1 EBNA1BP2 EGFL7 EIF3K EIF3L EIF4G1 ELK3 ELMO1 ELP2 EMG1 EN1 ENPP1 EPHA2 ESRRA EVX1 FAM110A FAM174A FAM200A FBXL9P FEZF2 FNTA FOS FOXN3 FURIN FYN GABRA1 GEN1 GGNBP2 GIT2 GMPR2 GPA33 GTSF1 HAT1 HELZ2 HERC4 HERPUD2 IFI30 IL23A IL7R INSIG2 INTS3 IRF2BP1 ITGB7 ITPKB KANSL1 KLF12 KMT5A LANCL3 LCK LCP1 LDOC1 LIFR LINC01565 LLGL2 LOXL3 LRRC41 LSM5 LTB4R LYL1 LZIC LZTFL1 LZTS2 MAP2K6 MAP4K1 MAP4K2 MAPK14 MCTS1 MRPL13 MRPL54 MTBP MTERF1 MTPN MTX2 NCKAP1L NDN NECAP2 NEDD8 NKAIN1 NMNAT1 NOSTRIN NOVA1 NR1D1 NR1H2 NUDT21 NUDT22 NUP155 OGA OLFM1 PACC1 PAF1 PAK3 PAX6 PCED1A PCSK5 PDE12 PDLIM5 PHB2 PHC2 PLEKHH2 PLXDC2 POLD4 POMP POU3F4 PPHLN1 PPIG PPME1 PPP1CA PPP3CB PRDM1 PRKAB1 PRKAG2 PRPF4 PSMA5 PTPRG PTPRN PYM1 R3HCC1L RAC1 RAP2C RASAL1 RBM6 RBMS2 RELCH RHOJ RHOV RPL28 RTL9 RWDD4 RXRB SASH3 SEC11A SEMA4C SH2D3C SH2D6 SHC1 SIPA1 SIRPA SLC39A11 SLC39A6 SLC39A7 SLITRK1 SMC6 SNIP1 SOST SOX15 SOX4 SP3 ST7L STARD13 STAT4 STK10 STX19 STX5 SYTL1 TADA3 TAF5 TAGLN2 TBC1D10C TBC1D17 TBCC TBX6 TCF7 TEAD3 TFB2M TGFBR2 THAP5 TIE1 TIMMDC1 TLE4 TMEM100 TMEM127 TMEM161B TMEM208 TMUB2 TNNI2 TRAF7 TRAPPC1 TRAPPC11 TRPC4AP TRPT1 TXLNG U2AF2 UBE2D3 UBXN1 UFC1 UQCRH USE1 UTP18 VASP VCL VPS11 VPS16 VPS4B WAS WDFY4 WDR53 WDR90 ZBTB18 ZBTB7B ZCCHC7 ZCCHC9 ZCRB1 ZFP3 ZMYND8 ZNF205 ZNF35 ZNF408 ZNF593 ZNF70 ZNF800 ZNFX1 ZRANB2 ZSCAN31 ELK1_02 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ELK1_02 AAK1 ACP2 ACTR2 ACVR2A ADPRM AKT1S1 AP1B1 AP1M1 AP2S1 AP5M1 APOLD1 ARCN1 ARHGAP1 ARL5B ATP5F1A BAG6 BATF2 BCL2L1 BMP2K BTAF1 C1orf210 C1orf50 C2orf27A CALU CBARP CCDC174 CCDC25 CCDC71 CCP110 CDC45 CDK13 CEP95 CGGBP1 CHERP CHID1 CKS1B CLDN5 CLDN7 CLEC18C COG3 COX8A CPEB4 CPSF3 CRB3 CREBZF CRK CSGALNACT2 DCDC1 DCTN5 DDIAS DDOST DDX5 DHX30 DIABLO DNAJA2 DNAJC24 DNAJC7 DPCD DPP8 EEF1B2 EIF4G1 EIF5A ELAVL1 EMC3 EN1 EPN1 ERI2 EXOC5 EXTL2 FAF2 FAM174A FAM98B FANCD2 FBXL9P FBXO22 FBXO3 FBXO36 FBXW9 FERMT3 FMR1 FOXH1 FUZ GABARAPL2 GART GDE1 GFUS GGT7 GNL3L GOLGA1 GTF2A2 GTF3C1 GTF3C2 HAT1 HERC4 HMG20A HMGA1 IL2RG IMMT IMP3 INO80B INSIG2 INTS11 INTS3 IPO4 IQCK ITFG1 ITGB1BP1 ITGB3BP ITM2C JOSD2 KAT7 KLHDC3 KMT5A KRTCAP2 LLPH LMAN2 LRRC41 LRRFIP1 LSM5 LYPLA2 MAPK8IP3 MAPKAP1 MARK3 MEA1 MED15 MED8 MPZL3 MRPL13 MRPL3 MTBP MTPN MTX2 MYL6B NAA20 NDUFS1 NECAP2 NEDD1 NF1 NFYA NIPBL NKAPD1 NKIRAS2 NR1H2 NRAS NUDT12 NUDT21 NUP214 OARD1 OGG1 P3H1 PALB2 PCYT1A PDE12 PDRG1 PDZRN4 PEX11A PHKB PIH1D2 POLL POMP PPHLN1 PPIE PPIG PPME1 PPP2R2C PRCP PRKACB PRKAG2 PRPF18 PSMC1 PSMC2 PSMC6 PSMD12 PTRH2 PURB PYM1 RAB11B RAB2A RAP2C RAPH1 RBM22 REXO5 RFC4 RPL19 RPL37 RPS18 SAMD8 SCO1 SDHD SEC13 SEC24C SENP7 SHC1 SIRT6 SLC30A7 SMS SMUG1 SNF8 SNRPB SON SRBD1 SRP19 STK4 STOML2 STX12 SUPT5H SYT5 SYVN1 SZT2 TBC1D17 TBCC TBX6 TCF7 TENT2 TIGD1 TIGD6 TIMM8B TMEM187 TMEM208 TMEM53 TMEM9B TOMM40 TRAF7 TRIM44 TRIM46 TRMT1 TRO TSPAN31 TTPAL TUBGCP4 TUFM UBAC1 UBE2L3 UBE2N UBR1 UFD1 UGGT2 UQCRH USP32 VMP1 VPS52 WDR74 WDR93 ZBTB11 ZCRB1 ZDHHC5 ZNF184 ZNF22 ZNF22-AS1 ZNF23 ZNF322 ZNF384 ZNF408 ZNF410 ZNF653 ZSCAN29 EN1_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/EN1_01 AFF4 ANK2 ARHGAP6 ARL4C ATP13A4 ATP9B BCOR BDNF CAMLG CD55 CDC14A CDX2 CLC CREM CTCF CWC15 DCDC1 DLG2 EFEMP1 ELN EOMES ERBB4 EYA4 FAM53B FAM53C FGF17 FHL1 FIBCD1 FNDC3A FOXP2 GAP43 GNRH1 GPC3 GPC4 GREM1 GRHL2 GRIA1 HOXA11 HOXA4 HOXB8 HOXC11 HOXD10 HOXD3 HTR7 IL1RAPL1 IRX4 ISL1 JAKMIP2 KDM4D KDM6A KLF15 LAPTM4B LINC00173 LMO1 MAP3K5 MAP4K4 MAPK14 MITF MMP14 MORF4L2 MYOG NEO1 NKX2-2 NOS1 NOTCH1 NPR3 NR4A3 NRAS NRG1 NXF1 OSR1 OTP OTX2 PAX6 PCDH9 PDGFRA PDZD2 PEX2 PLCB1 PTGR3 RAB2B RAPGEF5 RARB RASSF9 RBFOX1 RBM4 RDH10 RGS6 RNF39 RNF43 RNFT1 RPL38 RTKN RUNX1T1 SAT1 SAV1 SH3BGRL2 SIPA1L1 SLC6A14 SLC6A9 SORBS2 SREK1 SYNJ2BP TCF4 TFEB TMEM59L TSHZ3 TTC12 TUT1 UBE2H UTY ERR1_Q2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ERR1_Q2 ABAT ABCC5 ACO2 ACTR1A ADAM9 ADCY1 AFG3L2 AFP AIFM1 ANGPT1 ANKRD13A ANKRD28 AOC2 APP ARF6 ARHGEF38 ASCC1 ATP5F1A ATP5MC1 ATP5MF ATP6AP2 ATP6V1A ATXN7L2 BCKDHB BEND6 BPNT2 BRME1 BUB1B BZW2 C6orf47 C9orf24 CACNB2 CCDC9B CDH16 CDHR1 CHD2 CKMT1B CLPTM1 CLUH CNTF CNTLN CNTN2 COX7B CSNK2A1 CTDSPL2 CX3CL1 CXXC5 CYTH2 DEPDC7 DIAPH1 DIRAS1 DLC1 DLG2 EIF4H ELAVL3 ENO3 EPN3 ESRRA FBRS FBXL17 FBXL19 FBXL22 FBXW4 FGF9 FGL1 FZD9 GAPDH GDPD1 GEMIN7 GJB2 GK GOT1 GPBP1L1 GRIK3 H4C3 HCN4 HCRTR1 HDAC11 HECTD2 HHATL HNF1B HOXA3 HOXA5 HS6ST2 HSPA9 HSPD1 HSPE1 HTATSF1 ID3 IDH3G IQSEC1 ISCU ITGA3 JADE2 JMJD1C KAT6A KCNG4 KCNH2 KCNK1 KCNN1 KDM5A KDM5C KIAA0586 KIF3B KIF5A KIRREL3 KIRREL3-AS3 KLK15 LCA5 LDB3 LHX2 LIMK1 LMO3 LRFN4 MAP1A MAP1B MAP4K2 MB MBOAT2 MEF2C MFSD8 MGST3 MMP24 MNT MPC2 MPRIP MRPL48 MSI2 MTSS2 MYL3 NAA25 NAA50 NALF2 NAV1 NDRG2 NEFM NOG NR2C2 NR4A1 NTF3 NXPH4 OBSCN PABIR3 PANK1 PCBP4 PCDH7 PGAP2 PHB1 PHF5A PHF6 PIM1 PLCB3 PLPPR2 PPM1E PPP2R5D PPP4R3A PPTC7 PRKG2 PRR7 PRRC2C PSIP1 PVALB RAB11FIP5 RAB35 RAB3A RAP2C RAPGEF5 RASAL1 RASGRP2 RBM39 RELT RFX5 RGS4 RHCG RIMS4 RIPOR1 RNF128 RNF139 RNF19B RNF2 RNF44 RPH3A RREB1 RS1 RUNX1T1 RXFP4 RYR3 SAG SARNP SART3 SATB1 SCN5A SCNN1A SCNN1G SDHB SDHD SEC61A1 SEMA7A SHB SIRPA SLC22A11 SLC25A5 SLC30A3 SLC31A2 SLC37A2 SLC38A3 SMARCC2 SMPD1 SNTG1 SNX18 SOCS4 SOD3 SORCS1 SPAG9 SPATS1 SRCIN1 SRPK2 SRXN1 SSR4 STAC2 STARD13 STRN SUCLA2 TAB3 TAOK2 TBC1D15 TCF7 TEF TFEB TGM6 THRA TIMM8B TIMM9 TM2D2 TMCC1 TMEM35A TMTC1 TNRC6A TTLL7 UCHL1 UHRF2 UNC5B UQCRC1 UQCRC2 URGCP USP8 VAMP1 VAMP2 VASP VCL VDAC1 VDAC2 VSNL1 VSTM2L WBP1L WDFY3 WDFY3-AS2 WDR72 WWC1 XYLT1 XYLT2 YTHDF2 ZDHHC21 ZMAT4 ZNF296 ZNF664 ZRANB1 ER_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ER_Q6 ABL1 ADAMTS8 ADAMTSL5 ADCYAP1 AGPS AK2 ALDOA ALKBH6 ANKHD1 ANKHD1-EIF4EBP3 ANKRD2 AOC2 ARF5 ARHGEF37 ATOH1 ATP1B4 ATP5F1A ATP6V0A4 ATP6V1A B3GALT2 B4GALNT1 B4GALT3 BAIAP2L2 BARHL1 BCL6 BMPR2 BRAF BTBD3 BZW2 CA4 CAMKK2 CARMIL3 CCDC136 CCSER2 CD37 CDC14A CDH16 CELF1 CHAT CHD6 CHMP3 CHRDL1 CIC CIDEC CKM CKMT1B CLEC11A CLOCK CLUH CNNM2 COL10A1 COMMD3 COX6C COX7A2L CPEB3 CPNE1 CTU1 CYRIA DACT2 DAXX DCX DKK2 DLG2 DNAJB4 DNMT3A DOLPP1 DUSP3 DUSP4 EAPP EEF1A2 EEF1B2 EIF1AX ELAVL4 EME1 EML3 ERN1 ESRRB ESRRG EWSAT1 F13A1 FAM174B FAM193B FBXO40 FBXW4 FDX2 FGF9 FKBP4 FSBP FST GABARAPL2 GAD2 GALNT15 GARIN2 GARIN3 GCM1 GDPD1 GFAP GFPT2 GLG1 GNAS GPC4 GPR3 GREB1 HCN4 HEXIM2 HOXA5 IER5L INVS IP6K1 IRAG1 ISCU ITGB8 JMJD1C JPH2 KCNH5 KCNIP4 KCNJ15 KCNJ2 KCNN2 KDM2A KLHL34 KMT2E LCP1 LDB2 LETM1 LINC00310 LINC01101 LINC01565 LMNTD1 LOX LOXL3 LOXL4 LPAR4 LPL LRATD2 LRFN4 LYSMD2 MACO1 MAML3 MAP1A MAP1LC3A MAP2K5 MAP2K7 MAPK6 MARCHF5 MASP1 MEOX2 MICALL1 MID1 MINDY1 MIR9-1HG MROH7 MRPL27 MTDH MXI1 MYADM MYO19 MYPN NAA50 NDRG2 NDUFS1 NFKBIA NKX6-1 NKX6-3 NLGN2 NLK NPAS2 NR2F1 NR2F2 NUDT4 NUFIP2 OAZ2 OAZ3 OS9 OSR1 OTUD7B OVOL1 OVOL2 PDGFB PGAP4 PGF PGLYRP2 PHF1 PHF21B PI4K2A PICALM PIGW PLAC1 PLEC PMFBP1 PMP22 PNPLA2 PPARA PPM1N PRDM13 PRKAA2 PRUNE1 PSMF1 PTCHD1 RAB27B RANBP9 RAP2C RARA RASA4 RASGRF1 RASIP1 RB1CC1 RBMXL2 RCOR1 RCOR2 REST RGS9BP ROCK2 ROM1 SAG SARNP SART3 SATB1 SCHIP1 SCML4 SEH1L SEMA4G SLC10A2 SLC16A6 SLC20A1 SLC25A1 SLC25A3 SLC26A9 SLC35B1 SLC38A2 SLC4A7 SLC7A3 SMCR8 SMPX SOCS2 SORBS2 SOX15 SP6 SPATA7 SPRY2 SPTAN1 SRGN STEAP2 TBC1D10A TBX6 TCF7L2 TEF TEX35 TFAP2C TLX3 TMEM53 TOMM40 TOR1AIP2 TPM3 TREX2 TRPS1 TTBK2 TTLL11 TUBA8 TUG1 UBE2R2 UBQLN1 USP12 VGF WBP1L WNT10A WNT3 WNT4 WNT5A WNT8A WNT8B WNT9B WWP1 XPNPEP1 YTHDF3 ZBTB20 ZFAND5 ZFHX3 ZFP36L1 ZIC2 ZNF503 ZNF711 ZNF792 ZNF827 ER_Q6_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ER_Q6_01 AAMP ACAP2 ACO2 ALDOA AOC2 APEX2 ASXL1 ATP5F1A ATP5MC1 ATP6V0A4 ATXN1 B3GALT2 B3GNT6 BCL6 BEST4 BHLHE22 BNIP3L BRME1 BRMS1 BTBD3 C12orf50 C1orf21 C1orf43 CADM1 CALD1 CALML6 CAMKK2 CBLN4 CD37 CD40LG CDC14A CDIN1 CDK14 CDKL5 CDKN2C CEP41 CHD2 CHRDL1 CIAO2A CIC CKB CLDN12 CLUH CNTN4 COPZ2 COX7A2L CREB5 CSRNP3 CUTA CXCL17 DBNDD2 DCX DDR1 DGCR8 DLG2 DLK2 DNAJA2 DNMT3A DTNB EAPP EIF2AK3 EIF2B3 EIF4E ELAPOR1 ENOX2 ERBB4 ERG ERN1 ESRP2 ESRRB EVA1B EVA1C EWSAT1 FAM210A FBXL14 FBXW7 FCHSD2 FGF13 FGF6 FGF9 FIGN FKBP4 FOXN3 FSHB GABARAPL2 GAL3ST3 GALNT15 GAS7 GCM1 GFAP GLI1 GLRA2 GNA13 GNAI1 GNB1L GNRHR GPR3 GREB1 GRID2 GRM8 GTPBP1 HIPK2 HOXA10 HOXA3 HOXB3 HOXB7 HOXB9 HS3ST2 HSPG2 HYCC2 IKZF2 IL1RAPL1 IL23R IMMT INO80D IRAG1 ISL1 ITGB8 JARID2 JOSD2 KCNN3 KDM2A KIF6 KIRREL3 KMT2C LCP1 LIFR LINC00472 LMNTD1 LRFN4 LRP5 LRRN1 LRRN3 MAGED1 MAP1LC3A MAP2K6 MAP2K7 MCC MICALL1 MID1 MIDEAS MITF MNT MROH7 MT2A MTDH MTMR10 MTMR11 MYH13 NALF2 NDRG2 NDUFA4L2 NDUFB3 NECAB3 NFIL3 NIPBL NKX2-2 NNT NOG NR1D1 NR4A2 NSUN5P2 NYAP1 ONECUT2 OTP OTX2 OVOL2 PAK1IP1 PAM PCBP4 PCDH8 PDE1A PDE6D PDHA1 PDZK1 PGF PHF12 PHF5A PHLDB1 PKP4 PLPPR1 PNKD POLE3 POU3F3 PPARA PPM1E PPM1N PPP1R16A PPP4R3B PRDM1 PRDM10 PSMF1 PTCHD1 PTH1R PURA PXN R3HDM2 RAB11FIP1 RAP2C RBBP9 RBM24 RBMS1 RBMXL2 RHOB RIMS4 RMDN2 RNMT RRBP1 RTL10 RTN4 RUNX1T1 S100A5 SAT1 SATB1 SCNN1A SDC1 SERBP1 SHF SHH SHISA6 SIK3 SIRPA SKAP1 SLC10A2 SLC16A6 SLC22A11 SLC25A1 SLC25A5 SLC4A7 SLC6A9 SLC9A1 SP6 SPATA7 SPOCK2 SPRED1 SPTAN1 SRP68 SRPK2 STARD6 STMN1 SYNJ2BP SYT16 TAFA1 TBC1D15 TBC1D21 TBR1 TBX6 TCF7 TET2 TEX35 TINAG TLX2 TLX3 TMEM101 TMEM71 TMTC1 TNRC6C TOMM40 TPM3 TREX2 TRPS1 TSSK3 UBE2K UBE2R2 UHRF2 USP44 VTA1 VWA7 WBP1L WNT11 WNT3 WWC1 ZFP36L2 ZFPM1 ZIC1 ZIC4 ZNF202 ZNF32 ZNF532 ZNF768 ER_Q6_02 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ER_Q6_02 ADAMTS14 ADAMTS15 ADAMTS8 ADAMTSL3 ALPG ALPI AOC2 ARFGEF1 ASB8 ASTN1 ATP5PO ATP6V1B1 B4GALT2 BCL2L13 BCL6 BDNF BRAF BTBD3 BTG2 BZW2 C3orf18 C7orf33 CAMTA2 CAPN12 CCDC136 CCDC88A CCDC9B CD37 CDHR5 CDK13 CDK14 CDKL5 CDKN1A CEBPB CEP97 CHCHD4 CHD2 CHMP3 CKMT1B CLDN12 CLUH CNNM1 CNTF CNTLN COMMD3 COPRS COX5A COX6C COX7B CPLX2 CRABP2 CREB3 CSRP3 CTU1 CUTA CYC1 CYP21A2 CYP26A1 CYP39A1 DAB2 DACT2 DBNDD2 DCHS1 DCTN2 DCX DOCK4 DTNB DUSP3 EEF1A2 EFHD1 EFNA3 EFNB2 ELAPOR1 ELAVL1 ELF4 ELK3 EPG5 EPHA7 EPN3 ESRRA EYA3 FAM20C FBXL22 FBXW7 FGF12 FGFR2 FGFR3 FH FHL1 FMNL1 FOXF2 FSBP FZD4 GABARAPL2 GABRG2 GAL3ST3 GATA4 GCM1 GFAP GFPT2 GLUD1 GPR3 GREM1 GRIA4 GRID2 GRM1 HCK HIBADH HIPK2 HMGB3 HOXA10 HOXA3 HOXA5 HOXC13 HPCAL4 HPX HTATSF1 IDH3A IDH3G IL17RE IL23R INPP5F IRF2BPL ITGB8 JPH2 KCNIP4 KCNK4 KIF5A KIRREL3 KLHL34 KMT2E LAMB2 LCP1 LEFTY1 LEFTY2 LINC00487 LRPPRC MADD MAFB MANF MAP1LC3A MAP2K7 MAPRE1 MASP1 MAST1 MCRS1 MEF2D MID1 MINK1 MMEL1 MNT MPPED2 MROH5 MROH7 MTX2 MYADM MYBPC2 NDRG2 NDUFA5 NEFH NKX6-3 NOL4 NR2C2 NR2F6 NR6A1 NRSN2 NUFIP2 NXPH4 ONECUT2 OSGIN1 OVOL2 PARP6 PAX6 PCDH18 PHF1 PIP4K2A PITX1 PLA2G5 PLD5 PLEKHG6 PLXNB1 PNLIPRP2 POU5F1 PPM1E PPP4R3A PRG2 PSD3 RAP2C RCOR2 RELL2 REV3L RFX1 RGS7 RHOQ RIMS4 SATB1 SCHIP1 SCT SH3BP1 SIRPA SLC16A13 SLC16A6 SLC22A6 SLC25A27 SLC25A3 SLC4A7 SLC7A3 SLC8A3 SLCO3A1 SMARCA1 SMPD1 SNTG1 SOX12 SOX2 SPAG9 SPATA7 SPOCK2 SRSF3 SSR4 ST3GAL1 STAC2 STAU1 STEAP2 STMN1 STOML2 SYT17 TBX5 TBX6 TCF7 TCF7L2 TET1 TEX12 TEX35 TFAP2C TIAL1 TIMM23 TINAG TLN1 TMEM106C TMEM270 TMEM38A TMEM43 TNFRSF12A TOMM40 TPPP3 UBE2K UBE2R2 UHRF2 UQCRC1 UTP18 VEGFA WNT2 XPO6 YBX2 ZBTB33 ZDHHC5 ZFP36L1 ZMAT4 ZNF532 ETF_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ETF_Q6 AGO1 AGO3 ARID1A ARTN ASH1L ATXN7L2 BMI1 C1orf21 C1orf43 CACNA1E CAMK1D CAMK2G CCDC6 CCSAP CDC7 CDC73 CELSR2 CHAT CLSTN1 CMPK1 COP1 CRTC2 CSGALNACT2 CTNNBIP1 CUL2 DAP3 DCAF8 DNAI4 DR1 EFNA3 ELK4 EMC1 EPC1 FAF1 FAM13C FAM76A FOXD3 GNB1 GRIK3 H3-3A HMGN2 HPCAL4 KCND3 KCNQ4 KDM1A KIAA2013 KIF17 KPNA6 LAD1 LINC01138 LMO4 LRP8 LRRN2 MAN1C1 MARCKSL1 MAST2 MCU MFN2 MIER1 MIR137HG MRTO4 MTOR NFIA NFYC PHF13 PITHD1 POMGNT1 POU2F1 PPP3CB PRDM16 PRKACB RAP1GAP RASAL2 RERE RGS8 RNF2 RNF220 RO60 RPRD2 RRAGC RUSC1 RXRG SCYL3 SKIDA1 SLC18A3 SLC41A1 SOX13 SPATA6 SRRM1 SSBP3 ST6GALNAC5 STAM SUV39H2 TENT5C TMEM222 TRIM33 TSPAN2 UBR4 UCHL5 UNC5B USP21 USP48 VAMP3 WAC WNT3A XPR1 YBX1 YTHDF2 YY1AP1 ZBTB17 ZBTB41 ZEB1 ZFYVE9 ZNF281 ZNF362 ZNF496 ZNF644 ZNF687 ZSWIM8 ETS1_B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ETS1_B ABCG1 ACAP1 ADAM11 ADAM15 ADAMTS4 ADNP AGAP2 AMD1 APBA1 APOLD1 APPL2 ARHGAP15 ARHGAP45 ARL4C ARL6IP6 ARPP19 BAZ2A BCL2L2 BDKRB2 BIN3 BMP4 BTBD16 CACNA1D CAMK1D CANX CAP1 CAST CBFA2T3 CBLB CCNJL CD79A CEP83 CHMP1B CLEC14A CMTM6 CNKSR1 CORO1A CPNE8 CPXM1 CRADD CSF2 CSRNP1 CYTOR DAB2IP DEF6 DHH DKK2 DLC1 DLGAP4 DMTF1 DOK1 DPP3 DPPA4 DYNC1I1 E2F3 E2F5 EGFLAM ELK3 ELMO1 ELOVL6 EPN3 ESM1 ETF1 ETV6 EXTL2 FBXO36 FFAR4 FLNC FOSL1 FOXN3 FOXO3 FOXO4 FOXP1 FOXRED1 FURIN FYN GALNT2 GGNBP2 GIMAP4 GIT2 GJA5 GLB1L GLP2R GMPR2 GPR107 GPR150 GTF2B HIC1 HM13 HMGA1 HNRNPK HOXA1 HOXA10 HOXC4 HSD3B7 HYAL2 IKBKB IL12B IL13 IL1RAPL2 IMPDH1 INCA1 ITGA11 ITPKB ITPR2 ITPR3 JUNB KCNAB2 KCND1 KCNQ1 KCNQ1DN KDF1 KIF1C KLF12 KLF13 KMT2A LAG3 LANCL3 LCK LCP1 LCP2 LIF LIMD2 LIME1 LINC01565 LINC03040 LOXL3 LRRN3 LUC7L LYL1 LYN MADD MAGED1 MAP4K2 MAP4K4 MAP9 MCTP1 MGAT4C MIDEAS MIR22HG MMP3 MTPN MYH10 NAT14 NCEH1 NDUFS2 NEDD4 NEDD8 NHERF1 NIPBL NME1 NRG1 NT5C2 OLFM1 OMA1 ORC4 PABPC1 PACC1 PAX6 PCDH7 PDGFB PDLIM2 PIK3CG PLA2G4F PLCB2 PLEKHH2 PML POLD4 POU2AF1 POU3F4 PPP1R9B PPP4R3C PRSS27 PSME2 PTBP3 PTK2 PTPN11 PUS7L RAB43 RAP2C RASA2 RBMS2 RGMA RGS14 RGS3 RHOV RIPOR1 RLIM RMI1 RNF31 RNF40 ROCK1 RPS3 RUVBL1 RWDD4 S100A10 SASH3 SCN2A SDE2 SEC24C SEMA4C SEPTIN1 SH3BGRL SHC3 SLC12A4 SLC16A2 SLC25A37 SLC30A7 SLC39A11 SLC4A1AP SLC7A1 SLC9A9 SLITRK1 SNCAIP SOST SPIB SPNS3 SPRED1 SPRED2 SRPRA ST3GAL2 STARD13 STK10 STK16 STX5 TAF8 TBC1D10C TFE3 TGFB3 TGIF2 TIMP4 TMEM161B TMEM204 TMEM256 TMEM71 TMUB2 TNFSF11 TNNI2 TNS2 TOR4A TPP2 TRAPPC11 TREML2 TRIM41 TSC22D3 TSC22D4 TSPAN1 TTPAL TWIST1 TYRO3 UBALD2 UBE2L3 UBE2R2 UBTF VPS39 VWA7 WDFY4 WDR53 WDR81 WIPI2 ZMAT3 ZNF205 ZNF296 ZNF35 ZNF384 ZNF687 ZNF800 ZSWIM8 ETS2_B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ETS2_B AAMP ACTR2 ACTR3 ACY3 ADAMTS3 ADNP AGBL5 ANGPT1 ANGPTL1 AP2B1 APBA1 APOBR ARAP1 ARAP3 ARHGAP30 ARHGAP4 ARHGDIB ARHGEF12 ARHGEF15 ARHGEF6 ATOH8 ATP5PD ATP8B2 B4GALNT1 BAZ2A BCL2L2 BCL3 BTBD16 BZW2 C1QTNF5 C1QTNF6 C22orf15 CA4 CACNA1D CALM2 CAMK1D CAMK2A CANX CAST CCDC85B CCDC88B CCDC91 CD248 CDH5 CDK12 CDKN1B CEBPG CHMP1B CITED2 CKB CLEC14A CLSPN CLTA CNKSR1 CORO1C CPNE8 CREB3 CRK CRTC2 CTCF CTHRC1 CTSW CUEDC1 DAB2IP DGKZ DIXDC1 DLC1 DLGAP4 DMTF1 DOCK11 DOCK4 DOK1 DPP3 DPPA4 E2F3 EFNB3 EGFLAM EGR1 EIF3K EIF5A ELMO1 EPHA2 ESAM ESM1 EVX1 FAM110A FAM20A FGFR4 FGR FLI1 FLNC FOXJ3 FOXO3 FURIN FUT10 FYN GALE GCNT2 GIT2 GMPR2 GNB1L GNG11 GPR107 GPR162 GSDMA GTF2B HAPLN1 HCAR1 HOXA1 HOXA10 HOXC4 IER5L IGF1 IKBKB IL11RA IL12B IL13 IL7R IMPDH1 IRAG2 IRAK4 ITGB7 ITPR2 KALRN KCNMB3 KCNQ1DN KDF1 KDM6A KLF12 KLF9 L3MBTL2 LANCL3 LAT LCP1 LDB2 LGALS4 LIFR LIMD2 LINC01565 LINC03040 LOXL3 LRP5 LST1 LYL1 LYN MAP3K11 MAP4K1 MAP9 MAPKAPK2 MCTS1 MEIS2 MIDEAS MIR137HG MIR22HG MMP3 MUC13 MYCT1 MYH10 NEDD8 NHERF1 NHSL2 NIPAL2 NIPBL NPAS2 NR1D1 NRP1 NT5C3A NUFIP2 OLFM1 ORC4 PAK3 PAX6 PCDH1 PCDH7 PGF PITPNB PLA2G4F PLEKHH2 PNKD POU2AF1 PPP1R12A PPP1R9B PPRC1 PSEN1 PSIP1 PTGDR2 PTGIR PTTG2 PUS7L RAB11A RAB20 RAB43 RAC1 RAP1GAP RASA3 RASAL1 RBMS2 REST RGS12 RGS3 RHOV RLIM RNF128 RNF40 RNF43 RTKN RTL10 RUNDC3A RWDD4 S100A10 S100A9 SAFB SBF2 SCN2A SEMA4C SESTD1 SF1 SHC3 SIPA1 SLC31A1 SLC39A11 SLC43A2 SP3 SPARC SPATA6 SPI1 SPNS3 SSBP4 STAP1 STARD13 STRBP STX19 STX5 TAF5 TBC1D10C TCERG1 TCF12 TEAD3 TGIF2 TIMP4 TLN1 TMEM100 TMEM131L TMEM154 TMEM164 TMEM204 TMEM71 TMOD3 TNNI2 TRAPPC11 TREML1 TREML2 TREX2 TRMT2B TRPC4AP TSC22D3 TSPAN1 TUSC3 TWIST1 TYRO3 TYROBP USP3 VASP VCL VDAC2 VIP VWA5A WDFY4 WDR81 WNT9A ZBTB7A ZBTB7B ZEB2 ZHX2 ZMAT3 ZNF143 ZNF205 ZNF276 ZNF35 ZNF532 ZNF800 ZNFX1 ETS_Q4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ETS_Q4 ACAP1 ACSL4 ACSL5 ACTR3 ADAMTS4 ADCY4 AGAP2 AGPAT1 AMD1 AP1G2 ARAP1 ARHGAP15 ARHGAP30 ARHGAP4 ARHGAP45 ARPC1B ARRB2 ARSB BAG4 BAZ2A BIN3 BLNK BUD31 C1orf122 C22orf15 CALM2 CANX CAP1 CAPZA1 CAST CBFA2T3 CCDC85B CCL2 CD247 CD248 CD2BP2 CD79A CHD2 CHIC2 CHMP1B CMTM6 CNKSR1 CNOT10 CORO1A CPNE8 CRADD CSAD CYB5R4 CYTOR DAB2IP DDIT3 DDX23 DGKA DGKZ DMTF1 DOCK11 DPP3 DPPA4 DRP2 E2F3 E2F5 EGFLAM EIF3K ELK3 ELMO1 EPN3 ERCC1 ERG ESM1 ETF1 ETV5 EXTL2 FCHO1 FGFR2 FOXN3 FOXO3 FOXP1 FOXRED1 FURIN FXYD5 GAB2 GATA3 GDPD5 GFI1 GGNBP2 GGT7 GJA5 GMFG GMPR2 GPR150 HBEGF HCLS1 HCST HM13 HMGA1 HOXA1 HOXA10 HOXC4 HYAL2 IKBKB IL11RA IL13 IRAK4 ITGA11 ITGB7 ITPR1 ITPR2 ITPRIPL1 JUNB KCNAB2 KDF1 KDM6A KIF3B KLF12 KLF13 KMT2A LANCL3 LCP1 LCP2 LIF LIMD2 LIME1 LINC03040 LPCAT4 LPXN LRFN4 LSM1 LSR LTBR LYN MADD MAP4K1 MAP4K2 MAP7D1 MAP9 MARK1 MED26 MGAT4A MMP3 MTMR12 NASP NCR3 NDUFA4 NDUFS2 NEDD4 NEDD8 NFKBID NHERF1 NIPAL3 NIPBL NME2 NR1D1 OMA1 PAX6 PCDH7 PDAP1 PDGFB PDLIM2 PEG10 PIK3R4 PKN1 PLA2G4F PLCB2 PML POF1B POLD4 POU3F4 PPP1R14C PPP1R16B PPP1R9B PRKAG1 PTK2 PTPN11 PUS7L PYM1 RAB43 RAE1 RAP2C RBM4 RBMS2 RGS14 RGS3 RHOV RIN1 RIN3 RINL RIPOR1 RLIM RPL41 RPS3 RUNDC3A SCN2A SCN3A SEC24C SEC61A1 SEMA4C SEPTIN1 SIGIRR SKAP1 SLC30A7 SLC41A1 SLC46A3 SLC9A9 SND1 SOST SOX14 SOX2 SPIB SPNS3 SRPRA ST7L STARD13 STAT5B STRBP SUCNR1 TAF8 TBC1D10C TCERG1 TCF12 TEAD3 TGFB3 TIMM29 TIMP4 TMEM185A TMEM204 TMEM256 TNFSF11 TNS2 TPP2 TREML2 TRIM41 TRMT2B TSHZ3 TWIST1 UBE2L3 USP3 UXT VAV1 VCAM1 WDR11 YIPF2 YRDC ZBTB41 ZBTB7A ZC3H10 ZFP91 ZMAT3 ZMYND8 ZNF296 ZNF35 ZNF687 ZNF800 EVI1_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/EVI1_01 ASB2 CRAT GSX1 IKZF2 ISL1 NCAM2 NCBP3 PTCHD4 PTGDR2 SCUBE3 SIX1 SPINK4 THBS2 TOB1 VAMP3 VCL EVI1_02 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/EVI1_02 ABCB7 ADAMTS3 ADNP ADPRHL1 AMMECR1L ARPC2 ASB2 ASIC2 BCL11B BCL6 BICDL1 BMP10 C18orf25 C2orf16 C5orf64 CAPNS2 CASQ2 CEP20 CHCHD7 CNP CPNE1 CRAT CREB5 CTNNA3 CYRIA DCAF11 DIDO1 DMD DSG1 ENOX1 ENTR1 ESRRG EVX1 EWSAT1 FAM91A1 FBH1 FHL3 GAD1 GCG GLIS3 GLYR1 H3-3A HIPK1 HOXA1 HOXC12 HOXD10 HS3ST5 HSPB3 HTN1 HTR3B IKZF2 IL4 IL7 ISL1 KCNJ13 KCNJ16 KCNMB2 KLF14 KYNU LIX1 LMO2 LONRF3 LPAR4 LRR1 LRRC8A LRRN1 MAP4K5 MBNL2 MPDU1 MSX2 MTMR10 MYCT1 MYL6 NCAM2 NCBP3 NDST2 NHLH2 NKD1 NKX2-1 NRAS NRP1 OR13C3 OTX2 PAX2 PDE7A PDS5A PHEX PIFO PKLR PLAG1 PPARGC1A PRG4 PROX1 PTGDR2 PTGFR PTPRC RAB11FIP1 RAI1 RASD1 RASGRF2 RBM39 RBM47 RHOG RSKR RSPO2 RUNX1T1 S100A16 SCUBE3 SEPTIN9 SHISA6 SIX1 SLC25A14 SLC37A4 SLC7A3 SLC9A9 SLITRK2 SOX11 SPINK4 SRPK2 STON2 SUDS3 SYNCRIP TENT5A TMEM47 TOB1 TOR1AIP2 TSHB TTC29 TUG1 UBE2K UBXN10 VAMP1 VASN WDR82 ZFPM1 ZFPM2 ZNF76 EVI1_03 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/EVI1_03 ACTC1 ADAMTS3 ADPRHL1 ASIC2 BMP10 CACNA1D CHCHD7 CREB5 CTNNA3 DCAF11 DMD ESRRG FABP2 FAM91A1 FHL3 HNF1B HOXA1 HOXA3 HS3ST5 HTR3B IL4 IL7 IPCEF1 ISL1 KCNJ13 KLF14 LIX1 LMO2 LUC7L3 MBNL2 MSX2 MTMR10 MYCT1 NCDN NRAS NRP1 PLAC1 PLAG1 PPARGC1A PTGDR2 RAI1 RBM39 RSPO2 RUNX1T1 SCUBE3 SIX1 SORCS1 SPINK4 SRPK2 TDRD5 TMEM47 TSC1 TSHB UBE2K UBXN10 VAMP1 ZFPM1 ZFPM2 EVI1_04 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/EVI1_04 ACACA ACKR1 ACTC1 ADAMTS6 ANKRA2 ANKRD46 ANP32D AP3M2 APOOL ARHGAP6 ARRDC3 ASCL4 ATOH1 ATP5MC2 B3GALNT2 BCL11A BCL11B BDNF BEND4 BMPR2 BUB3 C6orf62 CABLES1 CACNA1C CALHM4 CASK CASQ2 CD180 CDKN2C CER1 CHAC1 CHCHD7 CHD6 CHRDL1 CLASP1 COL13A1 COX8A CPNE1 CRH CRYAB CSMD3 CSNK1E CTNNA3 CYP17A1 CYP46A1 DBNDD2 DDX17 DENND2B DHRS3 DLG2 DMD DNAJA4 DNAJC5B EBF1 EDN1 EHF EIF5 ELAVL4 EMX2 ENTR1 EXT1 EYA1 FAM50A FGF12 FGF13 FOXP2 FUT11 FZD2 GARRE1 GDI1 GJB1 GLRA2 GPR107 GRIA3 GRIK3 GRM1 GSX1 H3-3B HAS2 HHATL HIPK3 HNRNPA0 HOXA2 HOXB3 HOXB7 HOXC11 HOXC4 HOXC6 HOXD10 HOXD4 HPSE2 HSPB2 HTR3B IKZF2 IL1RAPL1 IL25 IL2RG IPO4 ISL1 ITGA8 JPT2 KCNJ13 KIRREL3 KIRREL3-AS3 KIZ KLF5 KLF7 LDB2 LINC00314 LINC00525 LMO3 LMO4 LOX LRP1 LRR1 LRRTM1 LRRTM3 LUC7L3 LUZP1 LZTS2 MAP2K5 MAX MBNL1 MCTS1 MEIS2 MGAT4C MID1 MIR137HG MIR9-1HG MORC4 MRPS23 MTUS1 MYH11 MYH2 MYH4 MYO3B NCAM2 NCBP3 NECAP1 NEDD4 NEK10 NEUROD2 NEUROD6 NFATC4 NHLH2 NIM1K NMNAT3 NOTCH2 NOTCH2NLA NPNT NR2F1 NR2F2 NR2F6 NRAS NRG1 NRXN3 NT5C1B ONECUT2 OPCML OTP P2RY12 PABIR1 PCDHA5 PDE4D PDGFC PDZRN4 PEPD PHOX2B PLAG1 PLPP3 POGZ POU4F2 PPARGC1A PPOX PRDM1 PRKAG1 PRL PRMT9 PTCH1 PTCH2 PTCHD4 PTGFR PTGR3 RAB11FIP1 RAB1A RAI1 RALYL RAPGEFL1 RARG RBM39 RCOR1 RELA RELCH RERE RHBDL3 RHOB RORB RPS6KB1 RTKN2 SALL2 SAMD11 SCML1 SEMA6A SEPHS2 SERTAD4 SLC13A1 SLC17A6 SLC40A1 SLC4A4 SLITRK2 SLITRK6 SMPX SOBP SOX5 SP3 SREK1 SRSF1 SSX5 STC1 STOML2 TCP11L2 TGFB2 TLCD4 TMEM88 TNFRSF8 TNFSF4 TOB1 TPM1 TWIST1 TYRO3 UBR5 UTP18 VAMP3 WNT2B WT1-AS ZBED5 ZFAND6 ZFHX3 ZFX ZIC1 ZIC4 EVI1_05 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/EVI1_05 ACTC1 ACTR1A ADAMTS3 ADPRHL1 AMMECR1L ARHGAP8 ARHGDIB ASIC2 AZI2 BACE2 BMP10 C12orf42 C8orf34 CACNA1D CASQ2 CDH9 CDK14 CDK2AP1 CHCHD7 CHD2 CLEC1B CNTLN CPNE1 CREB5 CRYAB CSMD3 CTNNA3 CYP26B1 DCAF11 DMD DNAJC1 EHF ELAVL4 ELOVL3 ENOX1 ESRRG EWSAT1 FABP2 FAM91A1 FHL3 FOXP2 FUT11 GNAO1 GPR22 GRM3 H4C3 HCN1 HECTD2 HHEX HIPK1 HNF1B HOXA1 HOXA3 HOXB3 HOXB5 HOXB7 HOXB8 HOXD10 HS3ST5 HSPB2 HTR3B IGF1 IKZF2 IL22 IL4 IL7 IPCEF1 IRX5 ISL1 JAZF1 KCNJ13 KIZ KLF14 LGI1 LINC00898 LIX1 LMO2 LMO3 LPAR4 LRTM1 LUC7L LUC7L3 MAP2K5 MBNL1 MBNL2 MEF2A MEIS2 MGAT4C MGLL MID1 MS4A4A MSX2 MTMR10 MYCT1 NCAM2 NCDN NDUFA1 NEK6 NEUROD6 NF1 NRAS NRP1 NTN4 OGN OLIG3 ONECUT2 ORC4 PCYT2 PI15 PKHD1L1 PLAC1 PLAG1 POU4F2 PPARGC1A PTCHD4 PTGDR2 PTGFR RAB1B RAI1 RBFOX1 RBM39 RFX4 RHOG RNF113A ROS1 RRAGA RSPO2 RTN1 RUNX1T1 SALL3 SATB2 SCUBE3 SEMG1 SESN3 SH3BGRL2 SIX1 SLC26A9 SLC37A4 SLC43A2 SLC44A1 SMAD5 SORCS1 SOX11 SOX14 SOX5 SPINK4 SRPK2 SRSF2 STOML2 SUFU TCEAL9 TDRD5 TMEM47 TMEM62 TMOD4 TOB1 TRMT44 TSC1 TSHB TYRO3 UBE2K UBE2R2 UBXN1 UBXN10 UCKL1 USP2 VAMP1 VASN WNT9A XCR1 XYLT2 ZFPM1 ZFPM2 ZRANB1 EVI1_06 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/EVI1_06 ALX1 ARPC2 ASIC2 C18orf25 CITED2 CREB5 GRIN2B IL17B KLF14 MAP2 MAP4K5 NCBP3 NRAS PCF11 PDHA2 RNF11 SCUBE3 SENP1 SLC9A9 TCF4 USP2 VAMP1 ZNF516-DT FAC1_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAC1_01 ACACA ACADSB ACVR2A ACVR2B ADGRL3 AFF3 AMELX ANKH ANKRD20A11P ANKS1B APC BARHL1 BCL11A BLNK BMF BRCA1 CACNA1D CACNA1G CADM3 CALCOCO1 CALM3 CASZ1 CBFB CBX4 CCNG2 CCSER2 CHD6 CHM CHMP1B CHTOP CNOT4 CSNK1A1 CTLA4 DEDD DLG2 DMTF1 DNAAF6 DNAJB7 DNALI1 DSG4 DYRK1B EFNA1 EFNB1 EMCN EMSY EPS8 EYA1 EYA4 FAM107B FAM117A FAM53B FBLN2 FBXL20 FBXO11 FBXW4 FGF12 FGF6 FILIP1 FOXA2 FOXO4 FOXP1 FSBP GABARAP GABARAPL2 GBF1 GDNF GNAS GNG11 GPR50 GRIK3 GTF2A1 H3-3A HAS2 HDAC9 HEY1 HIPK1 HJV HNRNPA0 HOXB3 HOXB4 HOXB6 HOXB7 HOXB8 HOXC11 ICMT-DT ID4 IGF1 IKZF2 IKZF3 IKZF5 IL1RAPL1 IRS4 ITGA3 ITGB8 JARID2 JPT2 JUNB KCNC2 KCNMA1 KCNQ1DN KIZ KLF11 KLF15 KLF7 KRT84 KRT85 LCOR LHX6 LINC00314 LIX1L LMO3 LRCH2 LRP5 LUC7L3 MAF1 MAP4K4 MAP4K5 MEOX1 MEPCE METTL26 MNT MPPED2 MSRA MTMR3 MYO18A NAMPT NAV3 NBR2 NECAP1 NEUROD2 NEUROG2 NFIB NFIX NKD1 NKX2-2 NOL4L NPVF NR2F1 NR2F2 NR3C2 NRP2 NRXN3 NTRK2 NUP62CL OAZ2 OLA1 OLFML3 OTP OTUD5 OTX2 PAPPA PBRM1 PDCD4 PDGFRB PDP1 PHEX PHF23 PI4K2A PIK3R3 PIM2 PITX2 PNMA1 POLG2 POU4F2 POU4F3 PRKAG1 PTCHD1 RAB5A RBBP6 RBMS1 REPS2 RFX1 RHEBL1 RLIM RNF122 ROBO1 RUNX1 SALL2 SALL3 SAT1 SEMA3A SGK1 SHARPIN SIX4 SLC25A34 SLC45A2 SLC5A3 SLC7A3 SMARCA2 SORBS3 SOX5 SPINK5 SPPL3 SREK1 SRGAP2 SRPX SRSF6 STAG2 SUMO4 TAPBP TBX5 TBXAS1 TCF7L2 TMEFF1 TMEM187 TMEM209 TMEM62 TMEM88 TNFRSF8 TNRC6A TREX2 USP34 WASF2 WFIKKN2 WNT9A YAE1 YPEL5 ZBED5 ZC3H6 ZCWPW1 ZIC1 ZIC4 ZMYND8 ZNF362 FOXD3_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FOXD3_01 ACACA ADGRB3 AFF3 ANGPTL1 ANKRD11 ANKRD28 ARHGEF12 ARID4A ATCAY ATOH1 ATP2A2 BAMBI BCL11B BCL6 BNC2 BPIFA1 BRIP1 C9orf24 CACNA1C CACNB3 CALD1 CAST CCDC117 CCN1 CDAN1 CELF4 CHCHD7 CHN2 CILK1 CITED2 CKAP4 CLDN8 CNTNAP4 COL13A1 CPNE1 CREB5 CRH CRIM1 CSAD CSNK1G3 CXADR CYB561D1 CYP26B1 CYP2A7 CYRIA DEPDC7 DIXDC1 DMD DNAJB7 DNTTIP1 DRD3 DTNA E2F5 EGR2 EPHB1 ERRFI1 ETV5 EVX1 FABP4 FAM107B FAM53B FBXO11 FEZF2 FGF9 FGFR1OP2 FLOT1 FOXB1 FRMD4A FST FSTL1 FYN GET4 GFI1B GNAO1 GNAZ GOLGA1 GPR3 GRB7 GRM3 GTF2IRD1 H2AX HAND2 HAS2 HESX1 HHEX HHIP HNF4A HOXA10 HOXA11 HOXA3 HOXC6 HTN1 ID2 IER3 IKZF2 IKZF3 IL25 INTS13 IRS4 JUNB KCNA4 KCNQ5 KCTD15 KDM3A KLF12 KLHL1 KMT2E KRT222 KRTAP11-1 LHX1 LHX9 LMO3 LMO4 LRRTM1 LRRTM3 MARCKS MEF2C MESP1 MSL3 MSTN MYOCD NCDN NEO1 NEUROD2 NFIX NOVA1 NPNT NR2F1 NR4A1 NR6A1 NRAS NRP1 NRXN3 NTN1 NXF3 NXF4 OTX2 P2RY12 PARP8 PAX8 PCDH17 PCYT1B PIK3C2A PLAG1 POGZ POU3F3 PPP1CB PPP1R3C PRICKLE2 PRIMA1 PROC PRR34 PTGR3 RABL6 RALGPS2 RBFOX1 RBP3 RFTN2 RNF128 RORA RPS6KB1 RREB1 RTL9 RUNX1 RUNX1T1 SCG3 SCUBE3 SGK1 SIAH1 SLC10A7 SLC22A13 SLC39A8 SLC44A1 SLIT3 SLITRK2 SLITRK3 SMAD1 SNCAIP STAG2 STARD13 STOML2 SYT6 SYTL2 TACSTD2 TBL1XR1 TCF7L2 TENM3-AS1 TFEC TGFB2 THOC5 TLE4 TMEM88 TOB1 TSHZ2 TWIST1 TYRO3 UGT1A6 UTRN YWHAG ZBTB37 ZEB2 ZHX2 FOXJ2_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FOXJ2_01 ACACA ACP6 ADGRB3 ANGPT1 ANGPTL1 ARHGAP30 ARTN ATP1B4 ATP2A2 ATXN7L1 BAMBI BCL11B BDH1 BRCA2 BRIP1 BUB1 BUB3 C12orf57 C1orf43 C5orf64 C6orf136 CD68 CDAN1 CDH10 CELF4 CEND1 CH25H CHCHD7 CHN2 CILK1 CLDN8 CNTLN COL13A1 CPEB4 CPNE1 CREB5 CRH CSRNP3 CTNNAL1 CUX1 CXCL2 CYP26B1 CYRIA DAAM1 DMD DNAJB12 DOCK3 DRD3 DTNA E2F5 EGR2 ERRFI1 ESRRG FABP4 FAM72A FBXL22 FBXO11 FEN1 FGF9 FLOT1 FOXB1 FOXN1 FOXP2 FSTL1 GAP43 GFI1 GFRA1 GNAO1 GNAZ GOLGA1 GRM3 HAND2 HESX1 HEY2 HMCN1 HNF4A HOXA10 HOXA11 HOXA7 HOXC4 HOXC6 HSF2 ID1 ID2 IER3 IFNA10 IFNA17 IFNA5 IL17C IL25 IMPDH1 IRS4 KCNK10 KCTD15 KLF12 KLF3 KLF3-AS1 KRT84 LCP2 LGI1 LINC00474 LTA LUC7L LUC7L3 MEF2C MGLL MITF MSL3 MSTN NCAM1 NCDN NECTIN1 NEO1 NEUROD2 NFIB NOVA1 NREP NRG1 NSG2 NTF3 NTN1 ORC4 OTX2 PABIR1 PCDH17 PCF11 PDE7A PHTF2 PIK3C2A PKIA PLAG1 PLEC POGZ POLR3F PPM1D PPP1CB PRDM1 PREX2 PRKAG1 PRMT6 PRR34 PTF1A PTGR3 RAB3IP RBFOX1 REST RGMA RGS6 RORA RPS6KB1 RTL9 RUNX2 SCAMP1 SCG3 SCML1 SCUBE3 SKIDA1 SLC10A7 SLC35C2 SLC39A8 SLC44A1 SLIT3 SLITRK2 SLN SOX6 SSH3 STOML2 STX5 SUPT4H1 TBXAS1 TGFB2 TLE4 TMEM258 TNF TNR TRERF1 TRPS1 TSPAN17 TSPYL2 TWIST1 TWIST2 TYRO3 UBR1 UCKL1 ZBTB20 ZBTB37 ZHX2 FOXJ2_02 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FOXJ2_02 AAMP ACKR3 ACVR1C ADAM23 ADAMTSL1 ADGRB3 AMBN AMELX ANAPC11 ANGEL1 ANP32D AP2M1 ARF6 ARL4C ARPP21 ARSG ATF3 ATF7 ATP2A3 ATP2B4 ATRNL1 B3GLCT BCL11A BCL6 BMAL1 BMI1 BMPR2 BMT2 C12orf54 C1orf122 C1orf87 C2CD2L C6orf62 CACNA1C CADM1 CALCOCO1 CALHM5 CAST CCDC91 CCL2 CD180 CDH10 CDH20 CDH9 CDK14 CDK6 CHD2 CHD6 COL10A1 COLCA1 CRIM1 CRYGB CSMD3 CTXN1 DCDC1 DCHS1 DIXDC1 DLX2 DMC1 DMD DNAH12 DNAJB9 DND1 DYNC1LI1 ECT2 EDN1 EFEMP1 ELMO3 ENSG00000255537 ERG ESRRG FAM117A FCHSD2 FEZ1 FGF13 FGF7 FOXN3 FOXP1 FRAS1 FSIP2 GARRE1 GHR GNAZ GOLGA1 GOLM2 GPM6B GPR107 GRIN2B GSTO2 GUCY2C HAS2 HDAC9 HESX1 HOXA10 HOXA7 HOXA9 HOXC12 HOXC4 HPSE2 HSD11B1 HTR1F ID1 IFFO1 IGFBP7 IGSF21 IL20 IL2RA INPP4B IPO4 JPH4 KIRREL3 KIRREL3-AS3 KLF3 KLF3-AS1 KLHL1 KRT84 LEMD1 LEMD2 LIFR LINC01164 LMO3 LRP1B LRRTM3 LTBP1 MAF MAP2 MBD6 MCUB MECOM MFSD14B MLH3 MNAT1 MPPED2 MRPL47 MXI1 MYOCD NDUFB5 NECAB3 NECTIN1 NECTIN3 NEIL3 NEO1 NFIA NFIB NFIX NKX2-1 NOG NOL4L NPNT NPTX2 NR2F1 NRAS NRF1 NRXN1 OLR1 ORC4 OTULINL PAFAH1B1 PAX6 PBX1 PCYT1B PDE4B PDE4D PDZD2 PDZD9 PHACTR3 PHF20L1 PHF6 PNKD PNOC POLG POU3F4 POU4F2 PPARGC1A PPM1B PRDM1 PRDM12 PSMA8 PTCHD4 PTHLH PTPRO PURA PYGO2 R3HDM2 RAB5B RARB RBM39 ROGDI RORA RORB SAR1B SARAF SATB1 SATB2 SCUBE3 SDHC SEMA3A SEPTIN4 SERINC5 SERPINI2 SIPA1 SLC26A7 SLC34A3 SLC39A14 SLCO1A2 SLITRK2 SMARCD1 SOBP SOX2 SPTLC2 SRSF7 SSH2 SYT6 TASP1 TBX5 TCF21 TCF4 TEAD1 TFAP2B TFEC TMEM156 TMEM229B TOB1 TRERF1 TRIB2 TRIM2 TTC3 TUBA1A TXLNG UBE2E1 UCHL3 UGT1A6 USP2 UTRN XPOT YRDC ZBTB18 ZC3H14 ZC3H6 ZFHX4 ZNF407 ZNF423 ZNF516-DT FOXM1_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FOXM1_01 ABHD4 ABTB2 ACIN1 ACMSD ALDH1A2 AMD1 ANP32E ARHGAP9 ARHGDIB ARHGEF11 ASIC1 ASTN1 ATAD3C ATOH7 ATP1B1 ATP5MC2 ATP5PD B3GLCT BCL6 BFSP2 BNC2 BRINP3 C12orf50 C14orf119 C1orf87 C2orf27A CARMIL3 CASQ2 CCDC91 CCP110 CDC25C CDH10 CDKL5 CDKN1B CDKN2C CELF4 CEP120 CEP41 CHCHD7 CHN2 CHODL CIITA CLDN2 CNIH2 CNTN2 COL3A1 COLCA1 COQ8B CREB5 CRIM1 CRYGS CSRNP2 CTCF CTNNA3 DCAF6 DCHS2 DDIT3 DIO2 DLX1 DLX5 DMD DMRTC2 DNASE2B DPYSL3 EBF1 EBF2 EFNA1 EHD4 ELAVL4 EMP3 EPHA1 FABP7 FAU FBXL19-AS1 FGFBP3 FOXA3 FOXG1 FOXP2 FSTL1 FSTL3 FXYD3 G2E3 GAB2 GEN1 GFRA3 GJD2 GPR65 GRM3 GSK3A HDAC9 HMCN1 HNF4G HNRNPA0 HOXA3 HOXA7 HOXB6 HOXC4 HOXC5 HSD11B1 IP6K2 IRF2 ISL1 ITPKC JAKMIP2 JARID2 KCNA2 KCNJ3 KHDRBS1 KICS2 KLF14 KLHL2 LBX1 LCOR LENG9 LHX1 LMO3 LMO4 LMOD3 LMTK2 LRP1 LRP2 LRP5 LRRC19 LRRC41 LSAMP LUC7L3 LYPD4 MAB21L1 MACROD1 MADD MAF MAP2K6 MARS1 MBD6 MDGA1 MEF2C MEIS2 MEOX2 MITF MN1 MRFAP1 MRPL49 MTSS1 MTUS1 MYF5 NCAM1 NCAM2 NCDN NEUROD1 NEUROG1 NFATC4 NHLH2 NHLRC1 NLN NPHP3 NPPC NPTX2 NR2F1 NRG2 NUDT13 OGG1 OLFML1 OPHN1 ORMDL2 P2RX7 P2RY10 PABPC1 PATL1 PAX6 PCDH17 PCDH9 PCSK1N PDZK1 PI15 PIAS3 PITX1 PITX2 PLAG1 POU3F4 PPARGC1A PRDX5 PRKAG1 PRMT6 PRR35 PRRC2C PSMD11 PTH2R PTK7 PUM1 RALY RALYL RARB RASGRF1 RGS12 RHOA RNF19B RSKR RTKN RTN4 RUNX1T1 SALL3 SARNP SDF2 SEMA3A SGTB SIAH3 SLC10A7 SLC24A4 SLC4A10 SLC4A2 SLF2 SLITRK1 SNAP25 SOX5 SP1 SRCAP SREK1 SSH2 STAT3 STMN1 STRIP1 STXBP6 SUPT6H SYMPK SYNCRIP TAFA1 TBX20 TCF12 TCTA TGFB3 TGM7 TLE4 TMEM184A TMEM192 TMEM255A TMEM86A TNKS1BP1 TRIML2 TRMT112 UQCRH VGF VN1R3 VSNL1 YBX2 ZBTB20 ZBTB41 ZC3H11A ZNF547 FOXO1_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FOXO1_01 ABLIM3 ADGRF1 ADGRL2 AKT1S1 ANKRD28 AP4M1 APOA2 ARFGEF1 ARID4A ASB7 ASXL1 ATF7IP ATXN7L1 AXIN2 BCL11B BDNF BIN1 BMF BMI1 BUB3 C12orf50 C18orf25 C1QTNF3 C1orf43 C2orf69 CADPS CBFA2T2 CCDC89 CCN1 CCND1 CCNG2 CDKN1C CHCHD7 CHD1 CLDN2 CNNM3 CRB1 CREBRF CREM CRH CRTC2 CSAD CSNK1G3 CSRNP3 CXXC5 DDIT4 DDX17 DEDD DLX1 DMD DTNA DUSP1 EFEMP1 EIF4EBP2 ELAVL2 ELOA2 ELOVL6 EML1 EMP1 EPHB1 EPHB3 ESRRG ETV1 ETV5 EXT1 EZH1 FAM110A FAM53B FGF12 FGF14 FGF9 FOXN3 FOXO1 FOXP2 FST FSTL1 GATA6 GFRA1 GPR174 GPR18 GPR63 GPRC5C GRB7 GRIK3 GTF2B H2AX H2AZ2 H3-3B HBP1 HCAR2 HCAR3 HESX1 HHEX HIPK1 HMCN1 HOXA11 HOXA3 HOXB4 HOXB8 HOXC4 HSPB2 HTN1 IER5L IGSF1 IKZF2 IL1RAPL1 IL25 IMPDH2 INHBA IRS4 ITPR3 KCNJ15 KCNJ5 KCNN1 KDM3A KDM6A KLF12 KLHDC2 KLHL40 KMT2E KRT85 LAG3 LASP1 LCP2 LHX1 LHX5 LINC00173 LINS1 LMO3 LMO4 LRRC1 LUC7L3 MCM7 MED8 MGLL MITF MXRA8 NDRG1 NF1 NFIB NFIX NFYA NIM1K NKX2-2 NMNAT2 NNT NPVF NR2C2 NR4A2 NRG1 NRN1L NSD3 NSG2 NTRK3 OARD1 ODF3L1 OLIG3 OPA3 ORC1 OSR1 OTUD7B PALM PAPPA PDCD4 PFDN6 PHACTR3 PHF21A PITX2 PLAG1 PLCB2 PLXDC2 PMCH POU3F2 POU3F4 PPP1CB PRDM1 PREX2 PROX1 PRPF38A PTCHD1 PTCHD4 PTGR3 PTPRD PURA RASGEF1B RBFOX1 RTL9 RUNX1 SALL3 SCML1 SCRN3 SCUBE3 SDK2 SEMA4G SEMA6D SESN3 SH3BP5 SH3GL3 SIAH3 SLC10A7 SLC25A28 SLC25A34 SLC26A2 SLC26A7 SLC38A2 SLITRK5 SLITRK6 SMAD1 SNCAIP SOX2 SPAG9 SREK1 SSBP3 STOML3 SYT16 SYT6 SZT2 TAFAZZIN TAS2R39 TBC1D17 TBCC TBX4 TDRD5 THRA TMEM88 TPD52L3 TRIM63 TRIM8 TSC1 TSPYL2 UBE2H UBL3 USP3 WBP1L WBP4 WDR46 WFIKKN2 WIPI2 YTHDF3 ZBTB16 ZBTB18 ZBTB22 ZEB2 ZFYVE1 ZMAT4 ZNF366 ZNF385B ZNF654 FOXO1_02 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FOXO1_02 AAMDC ABCA6 ACKR4 AKT1S1 AKT2 ANKRD28 ARID4A ART3 ASTN1 ASXL1 AZI2 BMP2 BRD8 C12orf50 C1QTNF3 C1orf43 CACNA2D1 CADM1 CAMK2G CCDC89 CD109 CDKN1A CDKN1C CELF6 CEP95 CFAP161 CFL2 CHCHD7 CHD2 CLC CLEC4D CLIP2 CLPX CLSTN1 CNNM3 CREBL2 CREBRF CSNK1G3 CSRNP3 DBNDD2 DDIT4 DDX46 DDX5 DENND2B DHRS3 DIXDC1 DLL1 DNAJB12 DTNA EHD1 EIF4EBP2 EIF4G1 EML1 EN2 EPHB2 ERG ETV1 ETV5 EZH1 FAM53C FGF10 FGF9 FOSL2 FOXG1 FOXN3 FOXO1 FOXP2 FRY FSTL1 GCNT2 GFI1B GNAO1 GNAS GPR174 GRAP2 GRB7 H3-3A HBP1 HEBP2 HLX HNF1A HNRNPA0 HOXA1 HOXA10 HOXA11 HOXA2 HOXB4 HOXB8 HOXC11 HOXC8 HR HSH2D HTN1 ID2 IGSF21 IKZF4 IL1RAPL1 IL6ST INSIG1 IRX4 ITGB8 JADE2 JAG1 JPH3 KCNA1 KCNJ16 KCNJ5 KDM6A KIF20A KLF12 KLF9 KMT2E KRT85 LAMC2 LEMD1 LHX9 LIFR LIMK2 LIX1L LMO4 LSM14A MAFF MAP4K5 MAPK10 MARCKSL1 MBTPS1 MDGA1 MDK MEIS2 MITF MLLT6 MMP13 MOBP MRGPRF MSMB MTX1 NAA15 NDRG1 NDUFA5 NEDD4 NFIB NFIX NKX2-2 NR1D1 NR2F1 NRG1 NRN1L NTN1 NUB1 OSBPL5 OTUD7B PAGR1 PAK1 PCDH18 PDGFA PELI2 PFDN6 PHF21A PHOX2B PI4K2A PIK3C2A PIK3IP1 PITPNC1 PITX2 PLAG1 PLEKHA5 PNPLA2 POU2F1 PPM1B PRDM1 PROX1 PSEN1 PTCH1 PTGR3 PTMS PTS PURA RAD21 RASD1 RASD2 RBM39 RFX1 ROGDI ROR1 RORA RSF1 SALL3 SATB2 SCRN3 SELENOP SEMA6D SERINC3 SERTAD4 SH2D4A SH3GL3 SH3RF1 SIAH3 SIN3A SKIDA1 SLC10A7 SLC25A39 SLC38A3 SLU7 SMAD5 SNCAIP SQSTM1 SREK1 SRSF1 STK35 STOML3 STX16 STX6 TBC1D17 TBCC TBL1X TBX4 TCF15 TCF7 TEK TENM1 TET2 TFAP4 TGFB3 THBS3 THRA TMEM50A TMEM71 TMPRSS15 TNRC6A TRERF1 TRIM63 TRIM8 TSC22D3 TSHZ3 TSPAN13 TSSK2 TXNDC12 ULK1 UTY VSIG2 WBP2NL WDR46 WNT2B XPO7 YTHDC1 ZBTB18 ZBTB9 ZMAT4 ZNF711 FOXO3_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FOXO3_01 AAMDC ABTB1 ACACA AKIRIN2 AKT1S1 AP1G2 AP4M1 AQP2 ARFIP1 ARID4A ASTN1 ATF2 BCL11B BCL7A BCLAF3 BDNF BIN1 BMI1 BRAF BRD8 BUB3 C12orf50 C1QTNF7 C5orf64 CACNA2D1 CACNG2 CADM1 CDK11A CDK11B CDK14 CDKN1C CFAP91 CFL2 CHCHD7 CHD2 CHD6 CILK1 CITED2 CLC CLIP2 CLPX CNNM3 CNTF COL8A1 COLEC10 CPVL CREBL2 CREBRF CRH CSRNP3 CTLA4 DDIT4 DIXDC1 DLL1 DLX2 DOCK4 DTNA EAPP EFCAB3 EFNA1 EGR2 ELOVL6 ENPP2 ETV5 EZH1 FAM53C FBXL22 FBXO9 FBXW4 FGF12 FGF9 FOXB1 FOXD3 FOXO1 FOXP2 FRY FSBP FUZ GFI1B GFRA1 GRB7 GSX1 GTF2A1L GTF2B HAS2 HBP1 HIBADH HLX HMCN1 HOXB8 HR HS3ST1 HTN1 ID2 IKZF2 IKZF4 IL1RAPL1 IL21 IMPDH2 IRF4 ITGA3 JADE2 JMJD1C JUNB KCNJ5 KDM6A KIF20A KITLG KLF12 KLHL40 LAG3 LARP7 LCP2 LDB2 LHX9 LINC00173 LIX1L LMO3 LRP5 MAFF MAPK10 MBNL1 MBNL2 MCM7 MEIS2 MIDEAS MRGPRF NDST4 NEDD4 NFIB NFIX NKX2-1 NMNAT2 NNAT NR1D1 NR3C2 NRAS NRG1 NRN1L NSD3 NTN1 NTRK3 NUB1 NXN NXPH3 OMD OTULINL OTX2 PALS2 PAX6 PCDH18 PDCD4 PDE7A PDGFRB PDK4 PDZRN4 PELI2 PFDN6 PHF21A PHLPP1 PHTF2 PITX2 PKN2 PLAG1 PLEKHA5 PMCH PNLIPRP2 POLR2L POU3F4 PPP1CB PRDM1 PRKAG1 PRKCI PSMA8 PTCH1 PTCHD1 PTGR3 PURA RARB RBFOX1 RBP2 RETREG1 RFX3 RSF1 RTL9 RXRB SALL3 SCRN3 SCUBE3 SELENOP SEMA3A SERINC3 SH2D4A SH3RF1 SHOX2 SKAP1 SLC38A3 SLC39A7 SLITRK6 SMAD5 SNCAIP SOX12 SQSTM1 SREK1 SRSF7 STARD13 STC2 STOML3 SUMO1 SYT6 TAL1 TBC1D17 TBL1X TBX4 TENM1 TEX2 TFAP4 TGFB3 TIGD4 TJP1 TMEM71 TNRC6A TPP1 TRIM63 TRIM8 TRPC4 TSPAN33 TSPAN4 TTC33 TTR TXNDC12 UBE2H UBR5 ULK1 UPK1B UTP25 UTY VCPKMT VPS26A VSIG2 WBP1L WDR46 WIPI2 ZBTB18 ZBTB22 ZEB2 ZFAND2A ZMAT4 ZNF277 ZNF362 ZNF521 FOXO4_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FOXO4_01 ABCC5 ABLIM3 ADAM12 ADGRL1 ADGRL2 AKAP10 ALDH1A2 ANKRD28 AP1G2 ARHGAP30 ARHGEF38 ARRDC3 ASIC2 ASXL1 ATF7IP ATOH8 ATXN7L1 AZI2 BCL11B BDNF BIK BRD8 C12orf50 C1QTNF3 C1orf43 C5orf64 CACNA2D2 CACNG2 CADM2 CADPS CALM2 CASC2 CBFA2T2 CBX2 CCN1 CELF6 CEP120 CEP83 CHCHD7 CITED2 CNPPD1 COL8A1 COLEC10 CPNE1 CRB1 CREBL2 CREBRF CRTC2 CSMD3 CSNK1G3 DBNDD2 DCAF11 DDIT4 DENND2B DHRS3 DMD DPH1 DST EFCAB3 EIF4G1 ENPP2 EPHB1 EPN1 ERG ETV1 ETV4 ETV5 EXT1 EZH1 FAM53C FCHSD2 FGF14 FGF9 FOXG1 FOXP2 FOXP3 FRMD4A FST FSTL1 FUZ GATA6 GPR137B GPR18 H2AZ2 H3-3B HCAR2 HCAR3 HDAC9 HEBP2 HESX1 HHIP HOXA10 HOXA11 HOXB4 HOXB8 HOXC10 HOXC4 HOXC6 HR ID2 IKZF2 IL25 IL6ST IMMP2L IMPDH2 INHBA INSRR IRS4 ISL1 ITGA1 KCNJ15 KDM3A KDM6A KIF20A KLF12 KLHL40 KMT2E KRT85 KRT86 KY LDB2 LIMK2 LINC00173 LMO4 LRRC1 LRRTM3 LUC7L3 LZTFL1 LZTS2 MAFF MAML3 MAP3K3 MARCKSL1 MBNL1 MECOM MED8 MEIS2 MIDEAS MPC2 MSC MSMB MTMR2 MXI1 NAP1L5 NDRG1 NDST4 NEO1 NFATC3 NFIB NIM1K NMNAT2 NR3C1 NRG1 NTRK3 NYAP1 OLIG3 ORC4 OTUD7B OTX2 PALM PAQR9 PCDHB15 PDCD4 PDE4D PELO PFKFB3 PHOX2B PITPNC1 PLAG1 PLCB2 POLR2L PRDM1 PRKAG1 PROX1 PTCH1 PTCHD1 PTCHD4 PTGR3 PTH1R PTP4A3 PURA PXK RANBP10 RARA RASD1 RASSF6 RBL2 RBMXL2 RETREG2 RP1 RTL9 RUNX1 SALL3 SATB2 SESN3 SH3BP5 SH3GL3 SHOX2 SKAP1 SLC10A7 SLC12A6 SLC25A28 SLC26A7 SLC36A2 SLC4A4 SLITRK5 SMURF2 SNCAIP SSBP3 STX16 SZT2 TAF5 TBCC TBX4 TGIF1 THRA TJP1 TJP2 TLX3 TM9SF3 TMEM204 TNFSF4 TOP1 TPD52L3 TRERF1 TRPM3 TRPS1 TSPAN13 TSPAN4 TXNDC12 UBE2H VASN VIT VLDLR WBP1L WBP2NL WFIKKN2 ZBTB18 ZFYVE9 ZHX2 ZNF366 ZNF385B ZNF521 ZNF580 ZNF581 ZNF654 FOXO4_02 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FOXO4_02 AAMDC ACVR1B ADGRF1 AKT1S1 AP4M1 APOM AQP2 ARFGEF1 ARFIP1 ARID1B ARID4A ARL4C ASXL1 ATXN1 BCL7A BCLAF3 BDNF BRD8 BUB3 C12orf50 CACNA2D1 CADM1 CASC2 CCDC89 CDKN1C CELF6 CFL2 CHCHD7 CHD2 CITED2 CLC CLPX CNGB3 CNR1 COL8A1 COX7B CPA2 CREBL2 CREBRF CRH CRTC2 CSRNP3 CXCR5 CXXC5 DCX DIDO1 DIXDC1 DLL1 DNAH17 DOCK4 DTNA EFNA1 EHD1 EIF4G2 ELAVL2 ELOVL6 EML1 EMP1 ENPP2 ERG ESR2 ETV5 EXOSC9 EZH1 FAM53C FGF12 FGF9 FLNC FOXO1 FOXP2 FOXP3 FRY FSBP FUZ GFI1B GFRA1 GNAO1 GNAS GPR137B GPR174 GRAP2 GRB7 GTF2A1L HAS2 HBP1 HEBP2 HLX HMCN1 HOXB4 HOXB8 HOXC4 HOXC8 HR HS3ST1 HTN1 ID2 IKZF2 IKZF4 IL1RAPL1 IL6ST INSR IRF4 IRS4 ITGB8 JADE2 JAG1 JPH3 KCNJ5 KDM3A KDM6A KIF20A KLF12 KLF5 KLHL24 KMT2A KREMEN1 KRT85 LCP2 LDB1 LEMD1 LHX9 LIX1L LMO3 LOX LRP5 LRRC1 LZTS2 MACO1 MAFF MAPK10 MARCKSL1 MCM7 MDGA1 MEIS2 MEOX1 MEOX2 MINDY1 MRFAP1 MRGPRF MXRA8 NAP1L5 NDUFB2 NEDD4 NFATC3 NFIX NNAT NPAS3 NR1D1 NR3C1 NR4A2 NRG1 NRN1L NSD3 NTN1 NTRK3 NUB1 NXN NXPH3 ORC4 OTUD7B PALM PALS2 PAPPA PAQR9 PCDH18 PDCD4 PDE7A PDGFD PDK4 PDZRN4 PHF21A PHLPP1 PIK3IP1 PITPNC1 PITX2 PKN2 PLAG1 PLEKHA5 PLXDC2 POLR2L PPP2R1B PRDM1 PRUNE1 PTCH1 PTGR3 PURA RAB6A RARB RASD1 RASGEF1B RBFOX1 RBP2 RFX3 RSF1 RUNX1 RUNX1T1 SALL3 SASH1 SATB2 SCN3A SCRN3 SCUBE3 SELENOI SELENOP SEPTIN4 SH3GL3 SKAP1 SLC10A7 SLC26A7 SLC38A3 SLMAP SMAD1 SMAD5 SNCAIP SQSTM1 SREK1 STAG2 STOML3 SUMO1 TAFAZZIN TBC1D17 TBCC TBX4 TCF15 TEK TEX2 TFAP4 TGFB3 TGIF1 THRA TIAM1 TIGD4 TMEM196 TMEM71 TMPRSS15 TNFSF4 TNRC6A TRERF1 TRIM8 TRPC4 TSPAN4 TSSK2 TXNDC12 TXNIP UBE2H UBE2O UGCG USP3 VCPKMT VSIG10 VSIG2 WBP1L WIPI2 XKRX XPO7 ZBTB18 ZBTB9 ZFYVE9 ZMAT4 ZNF277 ZNF362 ZNF521 ZNF827 FOX_Q2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FOX_Q2 ACACA ADAMTS14 ALDH9A1 ANGPTL1 AP4M1 ARHGEF2 ARRB2 ATOH8 ATP1B4 ATP2A2 ATXN7L1 BAMBI BCL11B BCOR BRIP1 BTBD3 C18orf25 C1orf112 C7orf33 C8orf82 CADM1 CADPS CASQ2 CCND2 CDH10 CDKN1A CEBPA CEBPA-DT CEND1 CHCHD7 CILK1 CMKLR2 CNBP COL13A1 COLEC10 CPEB4 CPNE1 CRIM1 CSMD3 CTCF CTHRC1 CYP26B1 CYP2A7 DMD DNAJB12 DOCK3 EBF2 EFEMP1 EFNA1 EGFLAM EGR2 EIF4EBP2 EIF4H ERRFI1 ESRRG EXT1 FABP1 FABP4 FAM180A FARP1 FBXO11 FGF13 FKBP14 FOXN1 FOXP2 FSTL1 FZD10 GABARAPL1 GAL3ST4 GATA6 GCNT2 GDNF GFRA1 GNAO1 GOLGA1 GPRC5C GRIK3 H2AZ2 HABP2 HESX1 HMCN1 HOXA10 HOXA11 HOXB3 HOXD10 HTR1B IL17C ING3 IRS4 ITGA3 ITGBL1 JUNB KCNH5 KCTD4 KLF12 KLF14 KLF9 KLHL1 KRT84 LGI1 LINC00299 LMO4 MACROH2A1 MAP2K5 MAP4K4 MCM7 MED22 MEF2C METTL18 MGLL MITF MYT1 NCAM1 NCDN NEBL NECAB3 NECTIN1 NEIL3 NEO1 NEUROD2 NFIA NHSL2 NMNAT2 NR4A3 NREP NRG1 NT5C1B NTF3 NTN1 OTX2 PABIR1 PALMD PAQR9 PDCD4 PHEX PHTF2 PIK3C2A PLAG1 PLEKHA8 POGZ POLR3F POU4F2 PPM1D PPP1CB PRDM1 PRDX5 PREX2 PRG4 PRICKLE2 PRKAR2B PRMT6 PRR34 PTGR3 PURA RAB3IP RBFOX1 RFX3 RGMA RORA RPL7A RPS6KA5 RPS6KB1 RREB1 RUNX1T1 SCG3 SCML1 SCUBE3 SEMA4G SIM1 SKIDA1 SLC10A7 SLC20A1 SLC39A8 SLIT3 SLITRK2 SMARCA2 SPATA18 STAP1 STOML2 STX19 SWAP70 TAPT1 TAPT1-AS1 TBL1X TCF7L2 TET2 TGFB3 TGIF1 TMEM185A TMEM209 TNFSF10 TNR TOB1 TPP2 TRERF1 TRMT112 TSHZ2 TSHZ3 TTR TWIST1 TWIST2 UBR1 UHRF2 UQCRFS1 VASN VAX1 VGLL3 XPO4 ZBTB20 ZBTB22 ZBTB37 ZHX2 ZIC5 ZNF436 FREAC2_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FREAC2_01 ABTB1 ADAM12 ADAMTS13 AKT2 AP1G2 AP4M1 ARID4A ASCL4 ASIC2 ATXN1 AXL BCAS3 BCL11A BCL11B BCL9 BCLAF3 BDNF BMP2 BMP5 BPIFA1 BRAF BRIP1 C12orf50 C1orf43 C4orf19 C5orf64 CADM1 CALD1 CASC2 CD109 CD2AP CDKN1A CDKN1C CDX2 CELF6 CEP83 CFAP161 CGA CHCHD7 CHD2 CITED2 CLDN8 CLIP2 CLPX CPN1 CPNE1 CRCT1 CREBL2 CREBRF CXXC5 DENND5A DHRS3 DHX8 DNAJB12 DOCK3 DSG4 DSTN DTNA DUSP1 DUSP4 E2F3 EGLN1 EHBP1 ELMO1 EMP1 EN1 EN2 ENOX1 ENPP2 EPHB3 ERG ETV5 EXT1 EYA1 EZH1 FAM133A FAM135B FAM53C FBXL22 FBXW7 FGF12 FGF20 FGF9 FOSL2 FOXB1 FOXG1 FOXP2 FRY GNPNAT1 GPR137B GPR174 GPR4 GPRC5C GREM1 HABP4 HAND2 HBP1 HEBP2 HHIP HIBADH HIPK1 HNF1A HOXA11 HOXB4 HOXC12 HOXC4 HOXC8 HOXD9 HR ID2 IGF1 IKZF2 IKZF4 IL25 IL6ST INHBA IRAG1 IRS4 JADE2 KBTBD2 KCNJ5 KCNQ5 KCTD15 KDM6A KLF12 KLF3 KLF3-AS1 KLHL24 KMT2E KY LIN54 LINC00173 LINC00474 LINC01101 LMO3 LMO4 LRP5 LY86-AS1 MAB21L3 MACO1 MAFF MAP4K5 MARCKS MARCKSL1 MBNL1 MBNL2 MCC MCM7 MECOM MED8 MID1 MITF MLLT6 MMP13 MORC1 MRGPRF MSMB MTTP NAP1L3 NDRG1 NFIB NFIX NFRKB NGEF NIPBL NNT NRAP NRG1 NTN5 NUDT18 NYAP1 OFCC1 OTUD7B PAK1 PALS2 PAPPA PCDH18 PCF11 PCSK1 PDE7A PELI2 PHLPP1 PIK3C2A PITPNC1 PITX2 PLAG1 PLCB2 PLEKHA5 PLPP3 POU3F3 POU3F4 PPM1D PPP2R2B PRDM1 PRKCH PROX1 PTCH1 PTCHD1 PTGR3 PURA RABGAP1L RAD21 RARA RASD1 RASGEF1B RBM4 RMND5A ROR1 RORA RPS18 RTL9 S100G SCAF8 SCAMP1 SCRN3 SCUBE3 SELENOP SERINC3 SH3GL3 SIAH3 SIN3A SKAP1 SKIDA1 SLC2A4 SLC34A3 SLC38A3 SLITRK5 SMAD1 SMAD5 SNX13 SQSTM1 STK3 STOML2 STOML3 SYT1 SYT6 SZT2 TAFA1 TBCC TBX4 TCF15 TET2 TFAP4 TGFB3 THRA TIAM1 TOB1 TPP2 TRPC4 TSPAN8 TXNDC12 TXNIP UBE2H UHRF2 VIT VPS52 WEE1 WIPI2 ZBTB18 ZFHX3 ZFHX4 ZNF362 ZNF385B ZNF521 FREAC3_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FREAC3_01 AGPAT4 AKT1S1 AKT2 AMY2B ANGPT2 ANKRD28 AP4M1 ARHGAP30 ARID1B ARID4A ARTN ATOH8 ATP5MC2 ATXN7L1 BAMBI BCL11A BCL11B BCL9 BCLAF3 BNC2 BPIFA1 BRAF BRMS1 BUB3 C17orf58 C1QTNF6 C1orf116 C1orf87 C2orf66 C5orf46 CADM1 CALD1 CCDC112 CCDC116 CCDC71L CCN6 CD68 CDK6 CDKN1A CDKN1C CELF4 CELF6 CHN1 CITED2 CMKLR2 CNNM3 CNPPD1 CPNE1 CRCT1 CREBL2 CTAGE4 CTDSPL2 DCN DCX DENND2C DENND4C DLGAP4 DTNA DVL2 EFEMP1 EFNA5 EGR2 EIF4EBP2 EMP3 ESRRG ETV1 ETV4 EYA1 FAM53C FAP FBXO40 FGB FGF9 FOSL2 FOXP2 FSTL1 GCG GFRA1 GNAO1 GPBP1 GRB7 GRIK3 GSE1 GSX1 HERPUD1 HMCN1 HOXA10 HOXA11 HOXA13 HOXA2 HOXA3 HOXA4 HOXA9 HOXC12 HOXC5 HOXC8 HSP90B1 HTN1 ICAM5 ID2 IDH1 IMPDH1 IRAG1 ITGB6 JADE2 KCNJ13 KCNJ5 KCTD4 KDM6A KIAA0586 KLHL24 KRTAP13-2 LAMB3 LCP2 LEF1 LGI1 LHX5 LHX9 LINC00305 LMO3 LMO4 LRAT LRP2 LRP3 LRR1 LRTM1 LUC7L2 MAFF MAML3 MAP4K5 MARCHF6 MBNL2 MCM7 MEIS2 MEX3B MITF MKX MMP11 MRGPRF MRPS18B MYL1 NAV3 NEDD4 NEUROD2 NEUROG1 NHSL2 NIPBL NOG NOVA1 NRG1 NSD3 NSG2 NSRP1 NTN1 NTRK3 NUB1 OTP OTUD7B OTX2 PAGR1 PAK1 PALS2 PAPPA PCF11 PCSK1 PELI2 PHF21B PHLPP1 PHOX2B PIP4K2A PLEKHA5 POGZ POU2F1 POU3F3 PPP1CB PPP1R10 PPP1R12A PPP2R2B PRDM1 PRICKLE2 PRPF39 PRR34 PTCHD1 PURA QRICH1 RAB3IP RASSF6 RBFOX1 RBM39 RESF1 RETREG2 RGS8 RP1L1 RPN2 RUNX1T1 SCG2 SCRN3 SDK2 SEL1L3 SEPTIN4 SESTD1 SGK3 SH3GL3 SIM1 SKIDA1 SLC35A2 SLC38A3 SLITRK2 SLITRK6 SPDEF SQSTM1 SUPT3H TBC1D17 TBC1D19 TBX4 TBXAS1 TCERG1L TCF15 TCF7L2 TCP11L2 TFAP4 TGFB1 TGFB3 THRA TIAL1 TIAM1 TIMM9 TMEM131L TMEM222 TMEM88 TMEM94 TNFRSF19 TRAF3 TRERF1 TRIM8 TRPC4 TSHZ3 TSPYL2 TTR TXNDC12 ULK1 VAX1 VCPKMT VPS45 XPO7 ZBTB20 ZBTB40 ZC3H10 ZEB2 ZFP28 ZHX2 ZIC2 ZIC5 ZMAT4 ZMYND8 ZNF362 ZNF516-DT ZNF521 FREAC4_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FREAC4_01 ABI3BP ADAMTS13 ADRB1 ALDH1A2 AMER1 AP1G2 ATXN7L2 BCLAF3 BPIFA1 BRAF BTBD3 BTBD8 C7orf33 CADM1 CALD1 CALHM5 CAMK1D CD109 CDKN1A CITED2 CLDN18 CLIP2 COLEC12 CRCT1 CTCF DGKI DUSP1 EMP1 ERG ETHE1 EVX1 EYA1 FAM53B FBXL22 FERD3L FGF9 FOXB1 FOXD3 FOXP2 FRY GABRR1 GFRA1 GOLPH3L HEPH HMCN1 HNF1A HOXA11 HOXC4 HOXC6 HOXD9 HR HS3ST4 HSPG2 IBSP ID2 IER5 IGF1 IKZF2 INHBA KBTBD2 KCNJ13 KCNQ5 KLF12 KLHL41 LEF1 LINC01101 LMO3 LMO4 LOX MAST4 MBNL2 MCC MSC MYH2 MYL6B NAALADL2 NCDN NDP NEDD4 NNAT NR4A1 NTN5 NUDT18 OSR2 OTOP3 OTX1 PDCD1LG2 PDE7A PDZRN4 PELI2 PER2 PHEX PHLPP1 PHTF2 PITX2 PLS3 PNRC1 POU3F3 PPP2R3A PRDM1 PRPS1L1 PTAFR PTCHD1 PTGR3 PTH1R PUM2 PURA RARG RBM39 RIPOR1 ROR1 RUNX1T1 SCML1 SEMA5B SH3RF1 SHOX2 SIN3A SKIDA1 SLC24A2 SLC31A1 SLC34A3 SNX13 SPRY4 SYT10 TAF5L TAFA1 TBX4 TCEANC2 TCF7L2 TECTA TENM1 TET2 TGFB3 TLE3 TLX1 TMCC1 TMEM147 TMEM59 TMOD3 TNMD TRPS1 TSPAN8 UBE2H UBXN10 ULK1 USP34 UTP25 VASN VIT ZBTB37 ZC3H6 ZFX ZNF385B FREAC7_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FREAC7_01 ABCA1 ADGRB3 ADGRF1 ALKBH5 ALPL ARHGAP30 ASIC2 ATP1B4 BAMBI BCL11B BEX2 BNC2 BRAF BUB3 C12orf50 C12orf57 C17orf78 C21orf62 C2orf27A C5orf64 C8orf82 CACNA2D3 CADM1 CBX6 CCDC140 CCDC174 CCN2 CDAN1 CDC42EP3 CELF4 CGA CH25H CHCHD7 CLDN23 CLDN8 COL13A1 CPEB4 CREBRF CRH CSF3 CSNK1E CSNK1G3 CTNNAL1 CXCL2 CXXC5 DENND4C DLG2 DMPK DNAJA4 DRG1 DTNA EFNA5 ELK3 ELMO1 EN1 EN2 ENSG00000255537 EPN1 EPYC ERRFI1 ETV5 EXD2 FBXO11 FEZ1 FGF9 FLOT1 FLRT3 FOXD3 FRMD4A FST GAL3ST4 GALNT1 GATA4 GDPD3 GOLGA1 GRM3 GTF2A1 HAND2 HCAR2 HCAR3 HESX1 HIVEP3 HMCN1 HOXA10 HOXA11 HOXB4 HOXC4 IBSP IER3 IFNA10 IKZF2 IL17C IL25 JUNB KCNQ5 KCTD15 KRT84 LBX2-AS1 LCP2 LDOC1 LINC00299 LINC01138 LINC01931 LNPK MAGED2 MGLL MID1 MSL3 MSTN MXRA8 NDST4 NEDD4 NEIL3 NEUROD2 NEUROD6 NFIB NFRKB NFYA NIN NOVA1 NPPB NPVF NRAS NRG1 NTF3 OARD1 OGG1 OPA3 PABIR1 PACSIN3 PARP8 PAX3 PCDH11X PCDH11Y PCDHB6 PIAS1 PIK3C2A PLAG1 PLEC PMCH PNPLA6 POGZ POU2F1 PPP1CB PPP2R2B PREX2 PRKAG1 PRPF18 PRR34 PTCH1 PTF1A PTGR3 RAB5B RAB6C RGMA RHOB RHOBTB1 RNF17 RP1 RTL9 RUNX2 SBF2 SCML1 SCUBE3 SDHD SEL1L3 SEMA6D SLC10A7 SLC25A51 SNCAIP SOHLH2 SOX2 SPTB SSBP3 SSH3 STOML2 STX19 SYT6 TAFAZZIN TCEAL7 TCF7L2 TGFB2 TIMM8B TNFSF15 TOGARAM2 TRIM8 TSHB TSHZ3 TSPYL2 TWIST1 TYR TYRO3 UBE2H UBR1 UCKL1 VCP VCPKMT ZBTB18 ZBTB20 ZHX2 FXR_IR1_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FXR_IR1_Q6 ABCB11 ABR ADCY8 ADO AGAP2 AK9 ALDH1A2 APP ARF3 ARF6 BCL9L BMI1 BRCA1 CA14 CITED2 CLC CLDN7 DAB2 DDAH2 DLGAP4 DLX3 DMD DTD2 EBF2 EEF1A1 EIF5 ENSG00000291228 ERF FABP6 FCHSD2 FGF6 FGFBP3 FHL3 FLI1 FOXA1 FRMD5 GDNF GPATCH11 GPR12 GPRIN3 GRIK3 HES1 HES7 HMGB2 HOXA9 HOXD3 HSPB2 HTN1 ID3 IFRD2 INSM1 IQSEC1 KCNIP2 KCTD5 KITLG KLHL13 LIMK2 LIN28A LTBP1 MACF1 MED26 MIR22HG MRPS18B NBR2 NDRG2 NOL4L NONO NOS1AP NPAS2 NPTX2 NR0B2 NR6A1 OVGP1 PAK6 PDC PHOX2B PPCS PPP2R2B R3HDM1 RAB3C RAB5C RARA RNASE4 RNF14 SCAMP5 SCNN1A SERTAD4 SLC13A5 SMAD3 SOX15 SOX5 SPATA20 SSBP3 ST7 TBCC TEX37 TMEM256 TNRC6A TPD52L3 TRMT10A TTC12 TTL VAMP1 VAMP2 VEGFA WBP2NL WDR81 WFIKKN2 ZIC2 ZMIZ1 ZMYND12 ZNF148 FXR_Q3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FXR_Q3 AAMP ABCG4 ADO AKNA AMMECR1L APP ATAD5 ATOH7 ATP5F1C ATXN1 BAMBI BMP5 BRCA1 C1QTNF7 C6orf62 C8A CCDC24 CPSF7 DMD EFEMP2 EGR2 EYA1 FABP6 FBRS FBXO9 FES FEZF2 FGF14 FHL3 FUT8 G6PC1 GNB2 GRIK3 GSX1 GUCY2F HAS2 HOXC6 HSPB2 IBSP IL20RB IL21 IL2RG ITIH3 ITPR1 KCTD15 KIF3B KIF5A KIN KLF14 KLF9 LHX1 LINC00671 LMO3 MACF1 MAP3K20 MEIS2 MET MICAL2 MIR22HG MLLT6 MOS NBR2 NFATC1 NPTX2 NR0B2 NR2E1 NR2F1 NRIP3 NTRK3 NUDCD1 OCLN OR4D5 ORMDL3 OTP OTX2 PCDH7 PDE1A PENK PIK3CG PNKD POLR3GL PRSS36 PRSS50 PTCHD4 R3HDM1 RNF133 RUNDC3A SATB1 SDHAF2 SLC4A11 SLITRK2 SP6 SPOCK2 STC2 STOML2 SV2A SWAP70 SYT17 THNSL2 TMEM263 TNFSF15 TRIB1 TRMT10A UBL3 VAMP2 VASN VCPKMT VEGFA WDR20 WDR81 WNK4 ZBED5 ZIC1 ZIC4 GAANYNYGACNY_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAANYNYGACNY_UNKNOWN APH1A ARMCX6 ART1 BABAM2 BEND4 CACNA1G-AS1 CARMIL1 CCDC50 CDC14A CDIN1 CDK14 CDKN1A CEP97 CKS1B CNOT9 COL15A1 DEXI DNAJA2 ESRRB FGF23 FOXN1 FOXN3 GDA GRID2 GSE1 GSPT1 HHEX HSD11B1 HTN1 IGF1 IGF2BP1 INTS5 JOSD1 LRFN4 MID1 MINK1 MYL1 NAV1 NFATC4 NR2C2 NR2F1 NR2F2 NR4A2 ONECUT2 PAX6 PGAM2 PLAC1 PLPPR1 PNKD RAB25 RANBP1 SCN4A SEC24D SEM1 SHC1 SLC1A1 SP4 SPOCK2 STAT3 STK4 SULF1 SUMO1 TCF12 TENT2 TLE3 TMEM59L TMEM71 TP63 TRMT2A TSPAN13 UBE2K UBE2Z USP37 ZHX2 ZNF485 ZNF641 GABP_B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GABP_B AAK1 ACIN1 ACP2 ACTB AGL ANKRD17 AP1M1 AP5M1 APOLD1 ARRB2 ASPHD1 ASXL2 ATG5 ATM ATP7A AURKA B3GAT3 BAG4 BANF1 BCAT2 BRCC3 BTBD1 C14orf119 C2orf27A C9orf40 CAP1 CARF CCDC6 CCDC71 CCDC85B CCZ1B CD2BP2 CDK9 CELF1 CEP95 CFAP57 CHERP CHPF CIAO1 CLDN12 CLMN COG4 COQ10B COX6A1 CPEB4 CPSF7 CPT2 CRB3 CRIPT CSAD CSGALNACT2 CSNK2B CSTF1 CYB5R4 DCAF10 DDIT3 DDOST DDX1 DDX5 DERL1 DIAPH1 DIS3L2 DLX4 DNAI1 DNAJC7 DNTTIP1 DOK1 DPM1 DPP8 DTX2 EBNA1BP2 EDC4 EDRF1 EIF1AD EIF3H EIF5A ELK3 ELP2 EMC4 EMG1 EPN1 EXOC5 EXOSC3 EXTL2 FAM219A FBXL9P FBXO36 FIBP FRS2 GALNT10 GEN1 GNB2 GNL3L GPANK1 GTF2A2 GTSF1 HARS2 HERPUD2 HPS1 IDH3G IQGAP1 ISCU KAT5 KICS2 KIF4A KLHL17 KXD1 LDOC1 LEPROTL1 LOXL3 LRRC41 LSM1 LSM5 LSR LZIC MAD2L1BP MAGED2 MAPRE1 MLEC MOCS3 MON1B MORC3 MPZL3 MRPL3 MRPS21 MTCP1 MTMR14 MTPN MYG1 MYO19 NAA60 NCBP1 NF1 NIPBL NKIRAS2 NMNAT1 NOC2L NPAT NRAS NUP153 NUP155 PAFAH1B2 PATZ1 PCBP1 PCBP2 PCBP4 PCED1A PCGF1 PDZD11 PER1 PER2 PHB2 PHF20L1 PHF23 PHF6 PHLDB3 PIGF PIGO PIGW PLA2G4D POMP POU3F3 PPME1 PPP1R11 PPP1R21 PRKAB1 PRKAG2 PSMB1 PSME3IP1 PYM1 RAB11B RAB5C RAB7A RABEPK RANBP1 RBM22 RBMS2 RHOA RHOT2 RNPS1 RPL32 RPL34 RPL34-DT RPS6KA3 RSPRY1 SART3 SCAMP2 SCAMP3 SDHAF2 SEC11A SEC31A SF3A1 SF3B3 SF3B4 SHKBP1 SLC30A7 SLC38A10 SLC39A6 SMC6 SNIP1 SPG21 SRP54 SSR4 STK10 STK35 SUPT16H SUPT5H SUV39H1 SYNRG SYT5 TAF10 TAF5L TAOK2 TBP TBX6 TCTA TENT5A THG1L TM2D3 TMBIM4 TMCO1 TMEM127 TMEM208 TMUB1 TMX1 TOMM22 TOMM40 TRIM39 TRIM44 TRMT2A TRO TSSK1B TSTD2 U2AF2 UBE2F UBE2N UBXN1 UGGT2 UPF2 UQCRH USB1 USE1 USPL1 VPS13B VPS16 VPS53 WDR1 WDR74 WFDC3 XRCC4 ZBTB26 ZBTB41 ZDHHC5 ZFYVE16 ZNF23 ZNF24 ZNF322 ZNF35 ZNF384 ZNF394 ZNF485 ZNF653 ZNF687 ZNF79 ZSCAN20 GATA1_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GATA1_01 AAMDC ABRAXAS2 ACACA ACLY ACTN3 ACTR1A ADD3 AEBP2 AKR7L AKT2 AMMECR1 ANGPT1 ANK3 ANKRD17 ARL5B ARRDC1-AS1 ATP2B2 ATXN7L2 AZIN1 BAHD1 BLCAP BMP7 BNC2 C12orf75 C6orf62 CACNG2 CARMIL3 CCDC140 CDC27 CFAP65 CLN5 CLOCK CLTA CLU CLVS1 CNOT3 CPNE1 CPSF7 CREB3 CRLF1 CTCF CXCR5 DALRD3 DHX15 DIXDC1 DLG2 DOCK11 DOLPP1 DPYSL2 DRD5 DYRK1A ELAVL2 ENPP2 ENSG00000204117 EPHB1 ERG28 FAM131A FAM181B FEZ2 FEZF2 FHL3 FRMD5 GABRA3 GADD45A GDF6 GNB1 GRID2 GRIN2A GRIN2B GRIN3A HCRT HHEX HIRA HNRNPL HOXA10 HOXB5 HOXD10 HR HS3ST3B1 HSPA14 HSPG2 IL17B IL17RE IL21 IMMT ING3 INHA INHBE JOSD2 KAT7 KCNB2 KCTD13 KIF1B KIF3B KLF2 KLHL34 KPNA4 KPNB1 LCOR LHX1 LHX6 LHX9 LIN28A LINC00670 LIPG LMO3 LMOD1 LRP1 LRRC4 LSAMP MAGED2 MAK16 MAML3 MAP3K3 MAPRE3 MED26 MMEL1 MOSMO MRPL40 MSH2 NAB2 NCDN NDST2 NDUFAF3 NELFB NFIA NFYC NHLH2 NR2E1 NTRK3 NXPH4 OARD1 OAZ2 OBI1 OXCT1 PAX3 PCDH8 PDLIM4 PDZD7 PENK PHEX PHF12 PHOX2B PILRB PLA2G2F PLK4 PLXNC1 PMS2P5 POU2F1 POU3F1 POU3F4 PPP1R21 PPP2R2A PPP2R2B PRDX5 PROX1 PTCHD1 PTK7 PTP4A3 PYGO2 R3HDM1 RAB10 RAB3C RAPGEF6 RARG RASAL2 RBM5 RBMX RCAN1 RCN2 RERE RGL2 RIT2 RORA RPIA RPS6KA3 RPS6KB1 RSF1 SALL1 SCML4 SDHAF2 SIPA1 SLAIN1 SLC39A5 SLC4A3 SLC8A3 SNCA SOBP SOX12 SOX2 SP3 SP7 SPACA6 SPATA32 SPOP SREBF2 SRF SRSF6 SSTR3 STAC2 STAG2 STX1B SUFU SUPT16H SUV39H1 SYNCRIP TCF7L1 TF TLE3 TLN1 TMEM196 TMEM97 TNPO3 TNXB TOB2 TOR1AIP1 TPI1P2 TRERF1 TRIM3 TRMT112 TSPAN1 TSPAN5 TSSK3 TTC9B UBE2D2 UBE2H VCPKMT VDAC2 VEZF1 WAC WDR53 WNT5A XRCC6 YARS1 YBX1 YWHAE ZDHHC24 ZFHX3 ZIC1 ZIC3 ZIC4 ZMYM2 ZNF423 ZNF516-DT ZNF800 ZNF827 ZSCAN18 GATA1_02 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GATA1_02 ABL1 ACKR1 ACTR1A ADCY6 ADGRF5 AJUBA ALDOB AMHR2 AMIGO2 ANGPT1 ANKRD44 AP3S1 APBA1 APOO APOOL AQP2 ATG12 B4GALT2 B4GALT3 BCL2L1 BCL6 BIN1 BMP4 BMP6 BNC2 C9orf24 CACNA1C CACNA1F CACNA2D3 CACNB2 CALHM5 CAPN1 CAST CBL CCL27 CCNE1 CCSER2 CDC42EP2 CDC42EP3 CDON CELF4 CHD2 CLDN2 CLEC4E CLRN3 CMAS CNTLN CNTN6 CREB5 CREBL2 CREM CRY2 CS CTCF CTNNA3 CUL2 CXCL13 DAB1 DCAF11 DENND1B DMD DOCK8-AS1 ECT2 EGR2 EIF4A1 ELAVL2 ELAVL4 ELF1 EML4 EMX2 EN1 EPB42 ERG ESRRG FAM106A FAM107B FAM162A FBXO11 FGF13 FLI1 FMO1 FOSL2 FSBP FURIN GLG1 GPM6A GPR155 GPX1 GRID2 GRK6 GUCA2A HAGHL HBZ HDAC9 HHEX HIC1 HNMT HNRNPA2B1 HNRNPL HOXB6 HOXB8 HS3ST5 IGFBP5 IKZF2 IKZF4 IL13 IL1RL1 IL34 ILRUN ING4 INHA IRX5 ISL1 JARID2 JPH1 JUN KCNJ10 KCNJ13 KCNK3 KDM3A KRT72 LARP1 LCN15 LEMD1 LHX6 LIFR LINC00670 LINC02872 LIX1 LYL1 MAML3 MAP4K4 MASP1 MBNL1 MCTS1 MCU MGAT4C MINK1 MITF MORC4 MOS MYH6 MYRF MYT1 NCDN NECTIN2 NEUROD6 NFIB NHLH2 NOCT NR5A1 NR5A2 NRP2 NTF4 OLIG3 OTC PCDH7 PDC PDGFRA PDHA2 PDPN PDZD2 PELI2 PFKFB1 PHOX2B PILRB PITX2 PLA2G1B PLEKHB1 PLEKHG6 PMS2P5 PNLIPRP1 POU4F2 PRDX2 PRELID1 PSD4 RAB24 RAB3C RAB6C RALGPS2 RBPMS REG4 RFX4 RHBDL3 RLIM RORA RUNX1T1 SATB1 SATB2 SCHIP1 SCUBE3 SEMA6A SETD2 SGIP1 SH2B3 SH3KBP1 SIX1 SKIDA1 SKIL SLC24A5 SLC26A9 SLC27A3 SLC36A2 SLC39A8 SLC4A1 SLC8A3 SMOX SNCA SOX11 SPRY4 STAG3L4 STC2 STON2 SUFU SUSD1 SUV39H1 SYN1 TAFA1 TBX4 TBX5 TFR2 TLX1 TM4SF5 TMEM196 TNK2 TNRC6C TNXB TRIML1 TSC22D3 TSPAN12 TTN UBE2B UBE2F UBE2H UBE2U UBR5 VCPKMT VSTM2A WNT16 WNT2B XPO6 XPR1 ZBTB18 ZFPM1 ZMAT4 ZNF219 ZNF326 ZNF385B ZNF407 GATA1_03 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GATA1_03 ACVR2A ADAMTS3 ADAMTS6 ADAMTSL1 ADD3 ADM ADORA3 AMOT ANGPT2 AP2M1 APTX AQP4 ARHGAP15 ARHGAP26 ARL4C ATP13A4 ATXN7L2 BMP10 BNC2 BPGM BSN BTRC CA1 CACNA2D3 CALM2 CAPN1 CASZ1 CCDC80 CCL27 CCM2 CD40 CHMP2B CISH CNN1 CREB5 CRLS1 CTCF DCAF7 DENND1B DLG4 DMD DNAH11 DOK2 DSG4 DSPP ECHDC2 EFNB1 EGFLAM EGLN1 EGR2 EHF EIF2B4 ELAVL4 ELF5 EN1 ENO2 EPO ERBB3 ERG ETV1 EVA1C FAM117A FAM120C FBXL18 FBXO11 FEV FLRT3 FMO4 FOXA1 FOXP1 FOXP3 FURIN FZD4 GABBR1 GABRG2 GARIN6 GATA1 GATA4 GATA6 GBX2 GLI1 GNB1L GNB3 GNB5 GPRIN3 GREB1 GREM1 GRIN2B GRM1 HABP2 HAMP HES1 HIC1 HIVEP3 HNRNPK HOXA7 HOXB6 HOXC11 IGF2 IGF2-AS IL1RAPL1 ITGB3BP ITSN2 JPH1 JUN KCND1 KCNN2 KDM6A KIRREL2 KLF14 KLF15 KLHDC3 KRIT1 KRT2 KRT72 LBX1 LHX6 LIX1 LMO3 LRGUK LRIG3 LTBP1 LYL1 MAML3 MBNL1 MEA1 MECOM MEF2C MEIS2 MID1 MMP16 MMP23A MMP23B MYBPC3 MYO1C MYRF NCDN NDRG2 NECTIN4 NF2 NFE2 NKX6-2 NPL NR3C2 NRAS NRP2 OGA OTX2 P2RY10 PAPPA PCDH7 PCDH9 PCK1 PCOLCE PGGT1B PHOX2B PIM1 PITX2 PLAGL2 PNLIPRP1 PNLIPRP2 POFUT1 POLD4 POU2F3 POU4F2 PPCS PPP1R16A PRDM8 PRG2 PRKCI PRRC1 PTCHD4 PTMS RAB11A RALGPS2 RASAL2 RASGRP3 RASSF5 RBPJ RHAG RIMS1 RLIM RMI1 RNF144B RTL10 S100A10 S1PR2 SCUBE3 SERPINB6 SERTAD4 SETD2 SFRP5 SIX1 SLC25A14 SLC26A9 SLC4A1 SLC9A6 SMARCA5 SNCA SNX17 SOX15 SOX5 SP6 SPAG7 SREK1 SRSF1 SSX2IP STAG2 STXBP2 SYTL2 TBX19 TBX5 TFAP2D TFR2 TMEM151A TMEM161B TMEM255A TMEM87A TNXB TOB1 TSSK1B TTBK2 TWIST1 UBE2F UBE3A UCN2 UROD WDTC1 WNT8B WWP2 XIRP1 XPO6 YBX1 YPEL4 ZDHHC2 ZEB1 ZEB2 ZFPM2 ZIC1 ZMAT4 ZMYM4 ZMYND12 ZNF263 ZNF385B ZNF485 ZNF516-DT GATA1_04 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GATA1_04 ABCA12 ABCG5 ABCG8 ADAMTSL1 ADM AIF1L ALDH18A1 ALDH1A1 AMBN AMHR2 ANK2 ANKS1B APOBEC2 AQP2 ARHGEF37 ARPC2 ATN1 BIRC8 BMP6 BNC2 BSN C22orf31 C3AR1 CACNB3 CALD1 CALHM5 CALM2 CAPN1 CAST CASZ1 CCDC80 CCL27 CCSER2 CD34 CDC42EP3 CEBPB CELA3A CELA3B CHCHD7 CLCN5 CLDN14 CNN1 CNTF COL17A1 CPLX2 CREB5 CREBL2 CSF2 CTCF CXCL13 CYP11A1 DMD DNAJB4 DRD3 DSPP ECHDC2 EDA EFHC2 EGFLAM EGR2 EN1 ENO2 ENOX1 EPB42 EPO ESRRB EYA4 FAM117A FAM76A FBXL18 FBXO11 FEV FLI1 FMO1 FOXP2 FZD4 GADD45G GATA1 GBX2 GPX5 GRID2 GRIN2B GRM3 GSE1 GUCA2A HAMP HBZ HES1 HIC1 HIPK1 HNF4G HOXA10 HOXA13 HOXB7 HOXB9 HOXC10 HOXC12 HOXD1 HS3ST4 HTR7 ICAM4 ID3 IFRD2 IGF1 IL3 IL34 IL5 IMPG1 INHA INTS5 IP6K2 ISL1 JUN KIF3C KIRREL2 KLF1 KLF12 LIN28A LINC00656 LINC00670 LINC01341 LMO2 LRR1 LUC7L3 LYL1 MAGED2 MAMDC4 MAML3 MAP4K3 MAP4K5 MBNL2 MECOM MITF MMP23A MMP23B MOGAT2 MSI2 MSR1 MST1 MTMR4 MYBPC3 MYO1C MYOT MYRF NDRG2 NDUFA4L2 NEUROD6 NEUROG3 NFE2 NFRKB NHLH2 NOL4L NR3C1 NR5A2 NRP2 P3H2 PAN2 PAPPA PCDH7 PDGFRA PDZD2 PGGT1B PHF21A PI15 PIK3R3 PITX2 PKIA PLAG1 PLCXD2 PLEKHG6 PNLIPRP1 PNLIPRP2 PNOC PON3 POU4F2 PPP2R3A PRDX2 PRELID1 PRG2 PRKAA1 PRR18 PRSS1 PRSS3 PSD4 PTGDR2 PTPRR RAB24 RAB3C RALGPS2 RARB RBPMS RHOBTB2 RNF123 RNF185 RORA ROS1 RUNX1T1 S1PR2 SAMD11 SCUBE3 SEMA4D SFRP5 SIX1 SLC14A1 SLC26A7 SLC26A9 SLC35A2 SLC41A1 SLC4A1 SLC8A3 SLITRK2 SOBP SPATS1 SRSF1 STAG2 SYN1 SYNE1 SYNPO TAB2 TACC1 TAFA1 TBX5 TCF21 TFAP2D TFEC TFR2 TMEM196 TMEM65 TNFRSF19 TNNC1 TNXB TRPS1 TSC22D3 TSHB TSPEAR TWIST1 UBE2F UBE2H UBE2W UBE3A WFIKKN2 WNT6 XIRP1 ZBTB20 ZDHHC1 ZIC1 ZNF385B GATA1_05 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GATA1_05 ABCF3 ADCYAP1 ADGRG6 ALDH1A1 ALPK2 ALX1 AMOT ANGPT2 ANGPTL6 ANXA13 ARHGEF10L ARHGEF37 ARID3B ARMC8 ATXN1 BDNF BMP10 BMP7 C12orf42 C4orf50 C5orf46 CA9 CACNA2D3 CACNB3 CALM2 CASK CAST CASZ1 CAVIN2 CCDC60 CCDC80 CCL18 CD40 CDH2 CEBPB CELA3A CELA3B CHRM3 CLDN7 CLEC1B CLVS1 CNMD CNTLN COL4A3 COL4A4 CPEB4 CPNE1 CREB5 CRLS1 CSRNP3 CTCF CTNNA3 CXCL5 CXCL6 CYTH3 DIPK2B DIS3L DMTN DNASE1L3 DOK2 ECT2 EGFL7 EGR2 ELAVL4 EN1 ENO2 EPO EPX ERG ESRRA ESRRB ETV1 FAM117A FAM72A FERMT2 FEV FILIP1 FLI1 FOXA1 FOXP2 FSIP2 GABRA2 GATA1 GATA4 GATA6 GJB1 GNB1L GNL3LP1 GPBP1 GPX1 GRIN2B GSK3B GUCA2A HBZ HEMGN HES1 HESX1 HEY1 HIC1 HINT1 HOXA11 HOXA13 HOXA3 HOXA7 HOXB6 HOXB7 HOXC10 HOXC4 HOXD12 HS3ST5 ICAM2 ID3 IKZF2 IL17RE IL4 IL6 IL7 IP6K2 ITGA2B JUN KCNH5 KCNJ15 KCNS3 KCTD6 KEL KLF12 KLF5 KLHL4 KRT15 KRT2 LEMD1 LHFPL2 LHX6 LINC00656 LIX1 LMO2 LMO4 LMTK2 LRRTM3 LUC7L3 MAF MAP2K7 MAP4K5 MECOM MGAT4C MOGAT2 MSX1 MTMR10 MYBPC3 MYCT1 MYO1C MYOT NDP NDUFA4L2 NECTIN1 NEDD4 NEO1 NEUROG3 NFE2 NFRKB NKX6-2 NR2F2 NR3C1 NR5A2 OTX2 P2RY10 PALM PAPPA PCDH9 PDE3B PDGFA PDZD2 PDZRN4 PHF21A PI15 PIGV PIK3R3 PITX2 PLAC1 PLAGL1 PLEKHA1 PNLIPRP1 PNLIPRP2 POM121L1P PON3 POU4F1 POU4F2 PPP1R16A PRG2 PSMA1 PSMA6 PTPN12 PTPRG PTPRR PUM2 RABEP1 RABL6 RAI1 RARB RBFOX2 RFESD RGS1 RHAG RIBC2 RMDN3 RNF186 RORB RRAGA RREB1 RSBN1L RTL10 RUNX1T1 RYBP SAMD11 SCMH1 SCN1A SEC16B SEMA4D SENP8 SERTAD4 SETD2 SFRP1 SIN3A SKAP1 SLC10A7 SLC14A1 SLC18A1 SLC25A12 SLC25A25 SLC2A7 SMAD3 SMC1B SOBP SOX5 SPATS1 SRPK2 SRSF1 STC1 STXBP2 SULF1 SYNE2 SYNJ1 SYT16 TAB2 TAFA1 TBX4 TFCP2 TGFB2 TGIF2 TLE3 TLK1 TMEM132A TMEM47 TMEM86B TNRC6A TPH2 TPM1 TRPS1 TSC22D3 TSHB TSPEAR TWIST1 TYRO3 UBE3A UBL3 UBXN10 UNC45B USP32P2 USP47 VSIG1 VSNL1 WAPL WDR5B XCR1 ZBTB10 ZBTB20 ZBTB7A ZBTB7B ZDHHC1 ZDHHC22 ZFPM1 ZFPM2 ZIC1 ZNF263 GATA2_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GATA2_01 ABCB6 ABHD8 ACTN1 AMOT ANGPT1 ATXN7L2 BLCAP CAPZA1 CDC27 CNNM1 CNOT3 CRMP1 DNAJB5 DNAJC27 DPF3 DPH5 DPYSL2 EIF4G1 FAM131A FBXW11 FBXW7 FKBP2 FOXA2 FOXA3 GATA3 GNAS GPBP1 GREM1 GRID2 GRIK2 GRIN2A HDAC3 HNRNPL HOXA10 HOXB6 HS6ST3 KCNB2 KLHL5 KPNB1 KRIT1 LHX6 LMO3 LRP1 MAML3 MCTS1 MFF MPV17 NCDN NELFB NEURL1 NFIA NPNT NXPH3 OAZ2 PAFAH1B1 PCYT2 PDGFRA PDLIM4 PHF6 PHOX2B PLXNC1 POLD4 POU3F1 PPOX PPP2R2A PRKD2 PTK7 RAB34 RAB3C RBMS2 RBMS3 RELL2 REPS2 RPL8 SALL1 SHQ1 SLC39A5 SLC8A3 SLF2 SP3 SP7 SPEG SPOP SRRM1 SRSF2 ST7L SYMPK SYN1 SYNCRIP TCF7L1 TFAP2D TMEM196 TRA2A TRIOBP TTBK2 TUBA1B UBE2H UBTF UBXN10 VASP VEZF1 WNT5A YWHAE ZNF335 ZNRF2 GATA3_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GATA3_01 ABCA12 ABCG5 ABCG8 ABL1 AGPAT4 AJUBA ALKBH6 AMHR2 ANGPT1 ANKS1B APOE APTX AQP2 ARHGAP30 ARL4A ASIC2 ATP2C1 B4GALT2 BCL2L1 BIN1 BMP10 BMP4 BMP6 BNC2 CA7 CACNA1F CAPN1 CCDC85B CCL27 CD34 CDC42EP2 CLVS1 CMAS CNTF CNTN6 CREB5 CREBL2 CRLF1 CSMD3 CTF1 CYB5D1 CYP4B1 DAB1 DCAF11 DIO2 DLX3 DMD DMTN DRD3 ECHDC2 EDN1 EFEMP1 ELAVL4 ELF1 EN1 EPB42 EPHB3 EPX ERBB2 ERG ERG28 ESR1 FAM107B FAM221A FBXO11 FER FERMT1 FES FIBP FILIP1 FKBP2 FLI1 FMO1 FOSL2 FOXA1 FZD1 FZD4 GDF7 GLG1 GPR85 GRID2 GUCA2A HBZ HCRT HDAC9 HMBS HNRNPL HOXA10 HOXA2 HOXB6 HOXC11 HOXD10 HSPG2 IER5L IGF1 IGFLR1 IKZF2 IL13 IL17B IL1RL1 IL22 IL34 IL5 ILRUN INHA INHBB INTS3 IRX5 ISL1 JADE1 KCNK3 KLF5 KRT72 KRT80 LCOR LEAP2 LINC00670 LINC01312 LINC02872 LMO1 LMO3 LONRF3 LRP1 LYL1 MAML3 MAP4 MASP1 MBNL1 MCTS1 MECP2 MED26 MEIS2 MFF MITF MLEC MSH5 MSN MYL7 MYO18A MYO19 MYRF NAA38 NCDN NECTIN2 NECTIN4 NEUROD6 NLGN3 NR5A1 NR5A2 NRGN NTF4 OARD1 OSM OSR1 OTOP2 PDHA2 PENK PFKFB1 PHF21B PHOX2B PI15 PIAS1 PILRB PLA2G1B PLEKHG6 PMS2P5 PNLIPRP2 PODN POU2F1 PPP1R12A PPP1R21 PRR18 PRR34 PRRX1 PSD4 PSENEN PTGIR RAB3C RABGAP1 RAD9B RBM14 RBM39 RBMX RBPMS RGS12 RHCE RHD RHOBTB3 RORA RTF1 SALL1 SAT1 SATB2 SCUBE3 SGIP1 SH3GLB2 SH3KBP1 SHKBP1 SIX1 SLC25A13 SLC26A9 SLC30A1 SLC36A2 SLC41A1 SLC44A1 SLC4A1 SLC8A3 SNCA SORBS1 SOX10 SOX12 SOX5 SPRED2 SPRY4 SRRM1 SSTR3 STAG3L4 SUSD1 SYN1 SYNCRIP TACC1 TBX5 TF TMEM196 TMEM88 TNXB TP63 TRIM10 TRIM15 TRPM3 TSPAN1 TTBK2 U2AF1L4 UBR5 UBXN1 USH1G VGF VPS29 VSNL1 XPO6 XPR1 ZFPM1 ZNF385B ZNF703 ZNF800 GATA4_Q3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GATA4_Q3 ACTN1 ADGRB2 ADGRL1 AKAP6 ALDH4A1 ALK AMD1 AMOT ANKRD28 ARF6 ARHGEF2 ARPP21 ASB3 ATP12A ATP2B3 ATP2B4 AUTS2 B4GALNT1 BCL6 BEND4 BICDL1 BMP4 BNC2 BTG2 C12orf50 C6orf62 CAPN1 CARF CBL CCDC138 CCM2L CELF4 CHCHD7 CHN2 CHRM1 CLDND2 CNR1 CNTD1 CNTF COA3 COL15A1 CPEB4 CPLANE1 CREB3 CRYAB CSN2 CTNND1 CXCL5 CXCL6 CXCR5 CXXC5 DDX17 DGKA DLG2 DLL4 DMD DNAH17 DSG4 E2F3 EBF1 ECT2 EGFL7 EGR3 ELAVL2 ERF ERLEC1 ESRRG ETFB ETS1 EVX1 FAM217B FAM53B FCGR1A FCRLA FGF16 FGF23 FNBP1L FOXD3 FOXP2 FSBP FST GPC6 GPHA2 GPR173 GPR21 GPX1 GRM1 GTF2A1 HHIP HINT1 HIRA HMGN5 HOXA3 HOXA7 HOXB2 HOXC11 HOXC4 HOXD3 HSPB2 HTR2B ID2 IKZF2 IL10 IL4 JADE2 JARID2 KCNQ4 KLHDC8B KRIT1 LAMTOR1 LBX1 LENG9 LHFPL1 LHX4 LHX6 LIF LIFR LINC01101 LIX1 LIX1L LMO2 LMO3 LNPEP LRRTM3 LRRTM4 LSM12 LYVE1 MAP3K20 MARCKSL1 MAZ MBNL1 MEIS1 MEIS2 MFSD14B MID2 MIDEAS MIR9-1HG MRPS18B MYB MYOT MYRF NDP NEDD4L NEUROG2 NEXN NFKB2 NKX2-1 NNAT NOS1 NPPB NR2F2 NRP1 OLIG3 OTX2 OVOL1 PA2G4 PARP8 PCDHGA5 PCF11 PCYT1B PDE4D PHF21A PI15 PIM2 PIP5K1B PLAG1 PLAGL2 PLSCR3 PLXNA2 PNMA1 POFUT1 POLR1A POU4F2 POU6F2 PPARGC1A PPP1R3D PPP2R5C PRKAG1 PSEN1 PTCD3 PTMS PURA PYM1 RAPGEFL1 RASAL2 RBM14 RFX5 RGS1 RHOG RIBC2 RTKN2 RUNX1T1 SCN3A SCUBE1 SEMA3A SEPTIN9 SF1 SH2D3C SLC16A6 SLC25A28 SLC26A9 SLC35A1 SLC8A3 SLCO5A1 SLTM SMAD6 SMARCE1 SMC1B SNX20 SOSTDC1 SOX2 SOX5 SP6 SREK1 SRSF8 SSBP3 STAG2 STC1 TCF7L2 TEX9 TFAP2D TFDP2 TLN1 TMEM100 TMEM154 TMEM164 TMEM178A TMEM71 TMEM88 TMOD3 TNFRSF19 TNRC6A TOB1 TOMM20 TPT1 TRERF1 TRPC5 TSHZ2 UBE2D1 VEGFD VGF VPS11 WFIKKN2 WNT16 YWHAG ZBTB18 ZEB2 ZIC1 ZIC4 ZNF366 ZNF462 ZNF521 ZNF654 GATA6_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GATA6_01 ABCB5 ACKR1 ADCY6 ADCYAP1 AHCTF1 ANGPT2 ANKS1B APMAP AQP1 AQP3 ARAP2 ARHGEF10L ASCL2 ASPHD1 ATP2A3 ATP6V0A4 BCL6 BCO1 BIN1 BMP6 BPGM BSN BTG2 CACNA2D3 CACNB2 CARD6 CASZ1 CDC42EP3 CDH2 CDIN1 CDON CELF4 CFAP161 CIAO2A CLEC18C CLRN3 CMTM6 CNTLN COL4A3 COL4A4 COX8C CPA1 CREB5 CS CTCF CTNNA3 CTSE CXCL13 DCX DDR2 DENND1B DIAPH3 DOCK8 DOCK8-AS1 DSPP ECHDC2 ECT2 EDA EEF2KMT ELAVL4 ENO2 EPB41L3 ERG ERRFI1 ESRRB ESRRG ETV5 ETV6 EYA1 FABP2 FAM107B FAM72A FAM91A1 FBRS FMO1 FOSL2 FOXA1 FOXH1 FOXP1 FSIP2 FST GABRA2 GATA1 GATA6 GATM GBX2 GFRA3 GPBP1 GPR155 GREB1 GSC HNRNPA2B1 HOXA1 HOXA4 HOXB3 HOXB6 HOXC4 HPSE2 HS3ST5 IGFBP5 IL7 IQGAP1 IRAG2 ISL1 ITGB3BP ITPR1 JARID2 KCNH5 KCNJ15 KCNK5 KDM3A KDM6A KIZ KLB KLF12 KRT15 KRT23 KRT77 LECT2 LEPR LEPROT LGSN LHX6 LIMS1 LINC00656 LIX1 LMO3 LRCH2 LRGUK LSAMP LUC7L3 LYL1 MASP1 MATN1 MEF2C MID1 MMP23A MMP23B MND1 MOGAT2 MOS MTTP MYBPC3 MYCT1 MYO1C MYRF NCKAP5 NECTIN2 NOCT NOG NR2F1 NR2F2 NR5A2 NRAS OLFML3 OTX2 PCDH9 PDE3B PDGFRA PDZD2 PFKFB1 PHC2 PIP5K1B PITX2 PKIA PLAC1 PLAGL2 PLXNA2 PNLIP PNLIPRP1 POFUT1 POU2AF1 POU4F2 PPARGC1A PPM1E PPP1R32 PRRX1 PSD4 PSMA1 PTGDR2 PTPRG PUM2 PWWP2B PYY RAI1 RBFOX1 RBPMS REG4 RFESD RGS3 RHAG RNF112 RNF186 RORB RSBN1L RUNX1T1 RUNX2 SALL2 SCUBE3 SERPINB4 SETD2 SFRP1 SFRP5 SGIP1 SIX1 SKIDA1 SKIL SLC10A2 SLC18A1 SLC39A14 SLITRK2 SMAD5 SNTG1 SNX1 SOBP SORBS1 SOX5 SPINK4 SPOP SPRY4 SRGAP1 SSTR3 ST13P4 ST13P5 STC1 STON2 SYNDIG1 SYT7 SYVN1 TAB3 TACC1 TAFA1 TAOK2 TBX4 TBX5 TCP11L2 TFAP2D TFR2 TGIF1 TGIF2 TIAL1 TLE4 TMEM71 TNFSF10 TNK2 TPH2 TRPS1 TSC22D1 TSPAN12 TSPAN32 TYRO3 UBE2H UPP1 URM1 USP26 VAX1 VIT VSNL1 WAPL WNT11 WWP2 XPO6 ZBTB7A ZBTB7B ZFPM2 ZMYND8 ZNF219 ZNF781 GATAAGR_GATA_C https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GATAAGR_GATA_C ABCA12 ABCF3 ADAMTS3 ADCYAP1 ADD3 ADPRHL1 AIF1L AK9 ALDOA AMHR2 ANGPT2 ANKRD44 ANKS1B APOOL AQP2 ARF6 ARHGDIB ASIC2 B3GALT2 BIN1 BMP10 BMP6 BPGM BSPRY BTRC C2orf16 CA4 CACNA2D3 CALHM5 CAPN1 CCDC80 CCL27 CCSER2 CD34 CDC42EP3 CDK14 CHCHD7 CHRNB1 CHST4 CLDN7 CLRN3 CPOX CREB5 CS CSF2 CTNNA3 CTNND1 CTSE CUX1 CYB5D1 CYB5R3 DMD DMTN DSPP DUSP2 DYRK1A ECHDC2 EDN1 EGR2 ELAVL4 ELF1 EN1 ENO2 EPB42 EPG5 EPX ERG ETV1 EYA1 FABP2 FAM91A1 FCGBP FERMT3 FEV FGF7 FHL2 FHL3 FIGN FLI1 FLRT3 FMO1 FMO4 FZD4 GABBR1 GADD45G GATA1 GATM GFRA3 GIP GNB3 GPR155 GRB7 GRHL2 GRK6 GSE1 GUCA2A HEPH HIC1 HMBS HMGCS1 HNF1A HOXB4 HOXC4 HOXD10 HPSE2 HS3ST5 HYAL3 IGFBP5 IL22 IL4 INHA IRS1 ISL1 ISYNA1 ITPR1 JUN KCNH5 KCNJ13 KDM3A KDM5C KHK KLF1 KRT15 KRT20 KRT23 KRT72 KRT80 LCAT LCN15 LEMD1 LHX6 LINC00656 LIX1 LMO2 LMTK2 LUC7L3 LYL1 MASP1 MATN1 MCU MECOM MEF2C MEIS2 MID1 MITF MLLT3 MOGAT2 MST1 MSX2 MTA2 MTMR10 MYCT1 MYH10 MYH6 MYH7 MYL7 MYO18A MYO1C MYRF MYT1 NAA38 NAA80 NANOS1 NCDN NEBL NECTIN2 NFATC3 NFE2 NFIA NFIB NFIL3 NHERF1 NLK NPL NR2F1 NR5A2 NRP2 NRXN3 NTF3 NTF4 ONECUT2 OR8B8 OTC OTOP2 PAX2 PCDH11Y PCDHB8 PCF11 PDZD2 PFKFB1 PHOSPHO1 PITX2 PKHD1L1 PKIA PKLR PLA2G1B PLAC1 PLAG1 PLEKHG6 PLN PNLIPRP1 PNLIPRP2 PPARGC1A PPM1E PPOX PPP1R17 PPP2R3A PPT2 PRG2 PRR18 PRR34 PRSS1 PRSS3 PSD4 PTCHD4 PTGDR2 PTPRC PTPRR RAP1B RBPMS REG4 RHAG RHCE RHD RIMS1 RNF123 RNF144B ROBO1 RPL13A RPS27 RSPO2 RUNX1T1 S1PR2 SALL1 SATB1 SCUBE3 SDE2 SENP8 SETD2 SGIP1 SH2B3 SIX1 SLC26A7 SLC26A9 SLC2A1 SLC2A7 SLC34A3 SLC46A1 SLC4A1 SLC6A14 SLC7A7 SLC7A8 SNW1 SOAT1 SOHLH2 SOX10 SOX5 SPAG9 SPINK4 SPRY4 SPTSSB ST13P4 STC1 STON2 SUSD1 SYT7 TAB2 TACC1 TAFA1 TBX5 TCF21 TDRD5 TFR2 TM4SF5 TMEM88 TMX4 TNFRSF19 TNK2 TNXB TOB1 TRIM10 TRIM15 TRPM3 TRPS1 TSC22D3 TSHB TSPAN12 TSPAN32 TUBB2B UBE2F USH1G WDR82 XPO6 YPEL4 ZFP36L1 ZFPM1 ZG16 ZHX3 ZNF385B GATA_C https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GATA_C ACKR1 ACVR1 ADGRF5 ADORA3 AIF1L AK9 ALKBH3 ALMS1 ALPK2 AMBN AMOT ANGPT2 ANKS1B APMAP APOOL AQP2 ARAP2 ARF6 ATP2A3 B3GALT2 BCL9 BDNF BLVRB BMP6 BPGM BTRC C12orf42 C1orf21 C5orf64 CALHM5 CAST CCL27 CCSER2 CD34 CDH7 CDH9 CDIN1 CFAP161 CHCHD7 CHST6 CITED4 CLDN10 CNN1 CNTLN COLQ CPLX2 CPT1C CSF2 CSF3 CTDSPL2 CTNND1 CTSE CXCL13 DCN DCX DDX17 DMD DMTN DSPP DUSP6 ECHDC2 EDA EDN1 ELAVL4 EN1 ESRRG ETV1 EYA1 FABP2 FAM91A1 FBXL7 FBXW11 FCGBP FGF14 FHL3 FOSL2 FOXO4 FRMD5 FTH1 GABBR1 GABPB2 GATA1 GATA6 GATM GBX2 GDF3 GDPD1 GFI1B GLMN GNB3 GP2 GRIK3 GSE1 GUCA2A H3-3A HBEGF HEMGN HEPH HNF1A HOXA3 HOXA7 HOXB1 HOXB4 HOXC4 HOXC6 HOXD1 HPSE2 HS3ST4 HS6ST3 HYAL3 IGFBP5 IL1RL1 IL22 IL7 INHA ISL1 ITGA5 JUN KCNK3 KCTD6 KLF12 KLF14 KLHDC3 KRT20 KRT71 KRT73 LCAT LGI1 LIFR LINC00670 LINC01555 LITAF LMO2 LRIG3 LUC7L3 LYL1 MACIR MAP2K5 MAP4K5 MASP1 MATN1 MBD1 MEA1 MECOM MED26 MED27 MID1 MITF MOGAT2 MSR1 MTA2 MXD1 MYCT1 MYO1C MYOG MYRF NAA80 NDUFA4L2 NECTIN2 NFRKB NHLH2 NOCT NOL4L NR5A2 NRXN3 ONECUT2 P2RY12 PALS1 PAX2 PCDH11X PCDH11Y PCYT2 PDZD2 PHEX PHOSPHO1 PHOX2A PIGV PKHD1L1 PKLR PLA2G1B PLAG1 PLCB3 PLEKHG6 PLS1 PNLIPRP1 POLR3D PPL PPM1D PPM1E PPOX PPT2 PRDX2 PREX1 PRKAG1 PRR18 PRSS1 PRSS22 PRSS3 PSMA8 PTCHD4 PTF1A RARB RBMS3 RBPMS RGN RGS13 RHAG RHCE RHD RORB RPAP2 RPL13A RSPO2 RUNX1T1 S100PBP SATB1 SCUBE3 SERTAD4 SIX1 SLC18A1 SLC26A7 SLC34A3 SLC35A2 SLC46A1 SLC4A1 SLC6A5 SLCO1C1 SLITRK2 SNTG1 SNW1 SOX10 SOX5 SPTBN4 SPTSSB SRGAP1 SRSF2 STON2 SUPT16H SYNDIG1 SYT7 TACC1 TAFA1 TEK TFEC TMEM179 TNFRSF19 TOB1 TPM3 TSKU UBE2F UBE2H UBE3A UPK1B USP15 VPS18 WDR82 WNT11 YBX1 ZBTB20 ZBTB7B ZFPM1 ZHX3 ZIC1 ZIC4 ZNF219 ZNF385B ZNF711 ZSWIM8 GATA_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GATA_Q6 ABCA12 ACKR1 ADGRF5 ADM ADORA3 AIF1L AMFR AMOT ANKS1B APOOL AQP2 B3GALT2 BIN1 BMP10 BMP6 BPGM BSN CAB39 CACNA2D3 CALHM5 CAPN1 CCL27 CD34 CDC42EP3 CDIN1 CHCHD7 CLU CNN1 COL4A3 COL4A4 CPA1 CPOX CREB5 CS CTNNA3 CXCL13 CYB5R3 DCAF11 DCX DENND1B DMTN DSPP ECHDC2 EDA EDN1 ELAVL4 EN1 ENO2 EPB42 EPOR EPX ERG ESRRG FABP2 FAM117A FHL2 FHL3 FLI1 FMO1 FOSL2 FOXP2 FTH1 GATA1 GATA6 GATM GFRA3 GIP GP2 GPR155 GSE1 GUCA2A H1-0 HAMP HCN1 HIC1 HMBS HOXA1 HOXB6 HOXD1 HPSE2 HS3ST5 ICAM4 IGFBP5 IL22 IL7 INHA IPCEF1 ISL1 JPH1 JUN KCNH5 KCNJ15 KCNK3 KDM3A KIRREL2 KLF12 KRT20 KRT72 KRT80 LCAT LHX6 LIX1 LMO2 LUC7L3 LYL1 MAP4K3 MASP1 MMP23A MMP23B MOGAT2 MOS MS4A2 MSX2 MYCT1 MYRF NECTIN2 NECTIN4 NOCT NR5A2 NREP NRP2 NRXN3 OTOP2 PAX2 PCDH9 PDGFRA PDZD2 PFKFB1 PHOX2A PIP5K1B PKLR PLA2G1B PLAC1 PLAG1 PLAGL2 PLEKHG6 PLXNB3 PNLIPRP1 PNLIPRP2 POFUT1 POU4F2 PPARGC1A PPM1E PPP2R3A PPT2 PRR18 PRR34 PSD4 PTGDR2 RAP1B RBPMS RGN RHCE RHD ROBO1 RUNX1T1 SCUBE3 SFRP5 SGIP1 SIK3 SIX1 SKIDA1 SLC18A1 SLC26A7 SLC26A9 SLC4A1 SLITRK2 SNW1 SPINK4 SPRY4 STON2 SUSD1 SUV39H1 SYNDIG1 SYT7 TACC1 TAFA1 TBX5 TDRD5 TIAL1 TMBIM1 TNFSF13B TNK2 TNXB TRIM10 TRIM15 TRMT44 TRPS1 TSHB TSPAN12 TUBB2B UBE2F USH1G USP15 VPS18 WNT11 XPO6 ZBTB7A ZBTB7B ZFPM1 ZNF219 GATGKMRGCG_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GATGKMRGCG_UNKNOWN ATF1 C1QL2 C21orf58 CACNA2D1 CCDC186 CIZ1 CLSTN1 CNOT3 DNM1 DPH1 DUSP6 E2F3 EEF2 EIF5 EP300 FHIP1B FKRP FRY GTF2H1 H3-3B HOXD12 HPS5 IRAK1 ISCU LIMD1 MED1 MED22 MORN4 MRPL38 NEUROD2 NFU1 PATZ1 PCIF1 PCNT PHF12 PPP1R12B PPP2R2A PTGR3 RAB22A RAD23A RBM3 RBM5 REM2 REPS2 REXO1 RNF26 RPL24 RPL27 RPL7A SART3 SLC10A7 SNX13 SPCS2 STRN4 SUV39H2 TIA1 TSC1 UBR5 UBTF UBXN11 WNT3 YWHAE YWHAQ YY1 ZBTB22 ZNRF2 GATTGGY_NFY_Q6_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GATTGGY_NFY_Q6_01 AAMP AASDHPPT ABAT ABCA7 ABCF2 ABHD12 ABHD15 ABHD17B ABI3 ABTB2 ACO2 ACOT8 ACR ACTB ACTL6A ACTL6B ACTMAP ACTR1A ACTR1B ACYP1 ADAMTS15 ADAMTS19 ADAMTSL1 ADARB2 ADHFE1 ADRB1 AEN AGAP3 AGFG2 AGPAT1 AKAP8 AKAP9 AKIRIN2 AKR1B1 ALDH4A1 ALDH6A1 ALDOB AMBN AMELX AMELY AMER1 AMTN ANAPC5 ANK3 ANKRD11 ANKRD12 ANKRD49 ANO4 ANXA6 AP2A1 AP3M2 AP4M1 ARAP1 ARFGAP2 ARHGAP11A ARHGAP26 ARHGEF7 ARID4A ARL17A ARL3 ARL6IP6 ARPC5 ARRB2 ARRDC3 ARRDC4 ARX ASB7 ASB9 ASCL2 ASF1B ATF2 ATF4 ATM ATOH1 ATOSB ATP10D ATP1B1 ATP5MC1 ATP5MC2 ATP5MK AURKA AVPI1 B2M BAG4 BAG6 BAHD1 BARHL1 BCAS3 BCAT2 BCKDHB BCL2L1 BCL9 BDNF BICD2 BIVM BMAL1 BMP4 BMT2 BORA BORCS6 BPGM BRCA1 BRD8 BRIP1 BTBD3 BTG4 BUB1 C12orf57 C12orf75 C1QTNF6 C1orf105 C1orf116 C1orf87 C21orf58 C3orf18 C5orf22 C9orf85 CACNA1A CACNA1B CACNA1E CADM1 CADM2 CALHM1 CALM2 CALU CAND1 CASKIN2 CASP2 CAST CAT CATSPER2 CBFA2T2 CBX5 CCDC102A CCDC115 CCDC12 CCDC140 CCDC186 CCDC191 CCDC25 CCDC32 CCDC51 CCDC85B CCDC89 CCNA1 CCNG1 CCNG2 CCNYL1 CCT3 CCT7 CD40 CDC14B CDC25A CDC25C CDC45 CDH1 CDH10 CDH3 CDH6 CDH9 CDK1 CDK16 CDK18 CDK19 CDK2AP2 CDK5R2 CDKL2 CDKN3 CDR2L CDV3 CELSR3 CENPF CENPQ CEP164 CEP20 CEP41 CEP57 CEP70 CETN2 CETN3 CGGBP1 CGRRF1 CHAC1 CHCHD3 CHFR CHMP2B CHODL CHP1 CHRM1 CIART CIRBP CIRBP-AS1 CISH CIT CKS1B CKS2 CLCNKA CLDN5 CLEC18C CLSPN CLTA CNN3 CNNM2 CNOT1 CNOT3 CNTD1 CNTN4 CNTROB COA3 COL1A1 COL5A3 COLQ COPS3 COPS4 COPZ1 COQ10B COQ7 CORO7 COX14 COX6A2 CPEB3 CPEB4 CPNE1 CPT1A CR2 CRABP2 CREB5 CREBRF CRKL CSE1L CSTF1 CTF1 CUTA CWC15 CYLD CYP1B1-AS1 CYP26B1 CYP39A1 CYP4F12 CYP4F2 CYP4F8 CYTH2 DALRD3 DAXX DBI DBP DCAF11 DCUN1D4 DCX DDC DDIAS DDIT3 DDOST DDR2 DDX10 DDX4 DDX50 DENND4A DGCR8 DGKZ DHCR24 DHX38 DHX57 DLD DLEU1 DLEU2 DLG3 DLX1 DLX2 DLX3 DLX4 DMRT2 DMXL1 DNAAF6 DNAI3 DNAJB1 DNAJB11 DNAJB5 DOCK9 DOLPP1 DPF3 DPYSL2 DPYSL5 DROSHA DSPP DSTN DUSP10 DYNC1H1 DZANK1 E2F8 EAF2 EBF1 EFNA5 EGLN3 EHF EHMT2 EIF2AK3 EIF2B2 EIF4E EIF4EBP2 EIF4G2 ELAC2 ELAVL2 ELAVL3 ELAVL4 ELL2 ELMO1 ELOVL5 ELP4 EMX2 ENAM ENSA ENTPD7 EPC2 EPHA7 EPM2AIP1 ERCC1 ERG ERG28 ERH ERRFI1 ESPL1 ETF1 ETV4 ETV5 EXD1 EXPH5 EZHIP FADS1 FAM110A FAM117A FAM120A FAM120AOS FAM162A FAM32A FAM72A FAM76B FASTK FBXL8 FBXO24 FDFT1 FDPS FDXR FGD4 FGF11 FGF12 FGF4 FGFR2 FGGY FICD FKBP3 FKBP5 FNBP4 FOSB FOXN3 FTH1 FUCA1 FUT8 FXR2 FZD8 G3BP1 G3BP2 GABRA1 GABRQ GABRR2 GALT GAN GANAB GART GBF1 GCA GCHFR GGCT GGNBP2 GINS4 GLA GLRA3 GLRX5 GLS GMPPB GNAI2 GNGT2 GNRH2 GOLPH3L GORAB GOT1 GPC3 GPCPD1 GPHN GPR137B GPR15 GPR50 GPR85 GPX3 GRAMD2B GRHL2 GRHL3 GRIA3 GSK3B GTF2A1L GTF2I GTPBP1 GTPBP2 GUCA2A H1-1 H1-2 H1-3 H1-5 H1-6 H2AC1 H2AC20 H2AC21 H2AC25 H2AC6 H2AX H2BC1 H2BC10 H2BC21 H2BC26 H2BC4 H2BC9 H3-3B H3-4 H3C1 H3C7 H3C8 H4C1 HAPSTR1 HBB HCP5 HDAC1 HELB HIF1A HIGD1A HIVEP3 HK2 HLA-DMA HLA-DOA HLA-DOB HLA-DQB2 HLA-DRB1 HLA-DRB5 HLA-F HMBS HMG20B HMGA1 HMGA2 HMGB2 HMGCS1 HMGN2 HMX1 HNRNPA0 HNRNPA1 HNRNPH2 HNRNPK HNRNPR HNRNPUL1 HOATZ HOMEZ HOXA7 HOXB13 HOXB2 HOXB6 HOXB9 HOXC11 HOXC4 HOXC6 HPD HSCB HSD11B1 HSD17B10 HSD17B12 HSD17B8 HSP90B1 HSPA1A HSPA1B HSPA1L HSPA5 HTN1 HTR2C IARS1 IBSP ICAM4 ICAM5 ID4 IDH3G IER5 IER5L IFFO1 IFI6 IFT122 IFT27 IGF2BP1 IL11RA IL1RAPL1 IL4 IMMP1L IMP4 ING2 ING5 INHA INHBE INSIG1 INSM1 INSRR INTS7 INVS IQCB1 IQCD IRF6 IRS1 IRX3 IST1 ITPR2 IVD IVNS1ABP JAKMIP1 JARID2 JUNB KATNAL2 KATNB1 KBTBD3 KBTBD8 KCNA1 KCNIP2 KCNJ13 KCNJ2 KCNN2 KDM4A KDM4D KHSRP KIF1B KIF20A KIF23 KIF5B KLC4 KLF1 KLF9 KLHL25 KLHL4 KMT2E KMT5A KPNA4 KPNB1 L3MBTL2 LAMP2 LANCL1 LCOR LDB2 LGALSL LHX1 LINC01567 LINS1 LIX1 LIX1L LLGL2 LMAN2L LMO4 LMOD1 LRCH4 LRFN4 LRP2BP LRP8 LRRC20 LRRIQ1 LRRN1 LRRN3 LSM1 LTBP1 LTV1 LUC7L2 LY75 LYRM7 M6PR MAB21L1 MAB21L2 MACO1 MAEA MAEL MAML1 MAP2K3 MAP3K13 MAP3K3 MAPK1 MAPK7 MARCHF5 MARCKS MAZ MBD4 MBD6 MBNL1 MBNL2 MC4R MCCC1 MCM4 MCM7 MCM8 MECP2 MED21 MEIS1 MEN1 MID1 MINK1 MIPOL1 MIR17HG MIR22HG MIS12 MLF2 MLH1 MMD MMUT MN1 MOB1A MORN2 MOSPD3 MPHOSPH8 MRE11 MRFAP1 MROH8 MRPL2 MRPL50 MRPL51 MRPS12 MRPS30 MRTFA MSH2 MSL3 MSRB1 MSTN MSX1 MSX2 MTERF2 MTFP1 MTFR1 MTMR14 MTMR4 MTOR MTR MTRFR MUCL1 MVD MYCBP2 MYH14 MYH8 MYO1E MYOCD NANOS1 NANS NARF NASP NAV2 NBR2 NCAM1 NCAPD2 NCAPH NCEH1 NDE1 NDST4 NDUFAF3 NDUFS8 NEB NEUROD2 NEUROG1 NEUROG3 NF2 NFATC4 NFYA NFYC NHERF1 NKX3-1 NKX6-2 NLK NOL4 NOL9 NOP56 NPAT NPHP4 NPTN NPTX2 NR1D1 NR2C2 NRDC NRGN NRK NSDHL NT5DC2 NTRK1 NUBP2 NUDT2 NUFIP2 NUMB NUP37 NUP62CL NUP88 NUP93 NUP98 NXPE3 NYX OARD1 OAT OGDH OGG1 OPA3 OR2L13 ORC4 ORC6 ORMDL2 OS9 OSBP OSBPL3 OSBPL6 OSBPL9 OSM OTP OTUD5 P2RX6 PABPN1 PAF1 PAK3 PAK4 PAN2 PANK2 PARD6A PARPBP PASK PATL1 PAX3 PAX6 PAX8 PBX1 PBX3 PCBP1 PCDH10 PCDH17 PCDH9 PCF11 PCNT PCNX1 PCYT2 PDCD4 PDE6D PDGFRB PDIA3 PDK2 PDK4 PDLIM4 PDP1 PEG3 PER3 PEX1 PEX16 PEX2 PGK2 PGM3 PHF20 PHF5A PHPT1 PI4K2A PIAS4 PIGA PIGN PIGS PIK3IP1 PIK3R1 PIK3R3 PIM2 PIMREG PIP5K1A PITPNM1 PITX2 PITX3 PLA2G3 PLA2G6 PLCXD2 PLEKHH3 PLIN3 PLK1 PLN PMEL PNKD POGLUT2 POLA1 POLR2I POLR3F POU3F3 PPIL1 PPIP5K1 PPM1B PPM1D PPP1R3C PPP1R7 PPP2R1A PPP2R5A PPP2R5C PPP2R5D PPP2R5E PRADC1 PRCP PRDM10 PRDM5 PRDM8 PRKACA PRKCZ PRKD2 PRKDC PRMT5 PRND PROM2 PRPF31 PRPF38B PRR11 PRRC2A PRUNE2 PSMD4 PSME3 PSME3IP1 PSRC1 PTCH1 PTF1A PTK2B PTMS PXMP4 PYCR2 QPCTL QRSL1 QTRT2 R3HDM1 R3HDML RAB11B RAB1A RAB4B RAB5B RAB5IF RAB6A RAB8B RACGAP1 RAG1 RANBP9 RAP2B RASA4 RAVER1 RBM10 RBM14 RBM4 RBM48 RBM4B RBPJ REC8 RECQL5 RFX5 RGL1 RGS3 RGS4 RHOA RHOB RHOF RHOQ RIMS2 RLIM RMI1 RMI2 RMND5A RNASEH2A RNF121 RNF148 RNF17 RNF181 RNF26 RNF40 RNF44 RNF5 RNF6 RNFT2 RORC RP2 RPA2 RPAIN RPH3A RPL14 RPLP1 RPN2 RPP30 RPRD2 RPS6KA5 RPS9 RSPRY1 RTN4IP1 RTRAF RUNDC3A RUNX1 RWDD2A SACM1L SALL1 SAP130 SAP30BP SARNP SARS2 SC5D SEC11A SEL1L SEPTIN4 SERTAD1 SERTAD3 SESN2 SESN3 SF1 SFR1 SFRP1 SFRP5 SFXN2 SFXN5 SGIP1 SGO2 SH3BGR SH3D21 SHC1 SHC3 SHH SIAH3 SIGMAR1 SIK3 SIX1 SIX2 SIX5 SIX6 SKA2 SKAP2 SLC11A2 SLC16A11 SLC25A17 SLC25A19 SLC25A27 SLC25A28 SLC25A35 SLC26A6 SLC26A9 SLC30A6 SLC39A4 SLC39A9 SLC41A1 SLC43A2 SLC46A3 SLC4A7 SLC7A11 SLC8A3 SLC9C2 SMAD2 SMAD6 SMAP2 SMIM12 SMIM29 SNCA SNRPA SNRPD2 SNX11 SON SORBS2 SORT1 SOX2 SOX4 SOX9 SP1 SP2 SP8 SPAG7 SPC25 SPCS2 SPDYA SPRED2 SPRING1 SPRYD3 SPTB SPTLC2 SRSF2 SRSF6 SRSF8 SSBP3 SSR4 SSX3 SSX5 ST7 ST8SIA1 ST8SIA4 STAG1 STAG2 STARD4 STARD7 STAT2 STAT3 STC1 STEAP2 STIM1 STIMATE STIP1 STMN1 STMN2 STMN4 STRA8 STX16 SUCO SUFU SUMO1 SUV39H1 SUZ12 SYCP3 SYNGR4 SYNPR TAC3 TACC3 TAF15 TAF6L TAF8 TAFA4 TAL1 TALDO1 TANK TAOK3 TAS1R1 TBCB TBCC TBR1 TBX3 TCERG1 TCTA TCTN2 TDO2 TDRKH TECR TEF TENM3-AS1 TENT5B TEPSIN TERB2 TERF1 TES TESK2 TFCP2 TFPT TFR2 TGFBR2 TGIF1 THBS2 THRSP TIAM1 TIGAR TLE1 TLE4 TLL2 TM7SF2 TM9SF3 TMA7 TMC3 TMEM108 TMEM129 TMEM143 TMEM183A TMEM184C TMEM241 TMEM25 TMEM256 TMEM8B TMEM94 TNFSF11 TNPO2 TNRC6C TOP2A TP53I13 TP53INP2 TPCN1 TPP2 TPX2 TRADD TRAF7 TRAPPC1 TREX1 TRIB1 TRIM35 TRMT6 TROAP TSACC TSC22D1 TSPAN13 TSPAN3 TSPAN31 TSPYL2 TTC9C TTN TUBA1A TUBA1C TUBB2B TUG1 TUT1 TWIST1 TXLNG TXNIP TXNL4B TYSND1 UACA UBALD2 UBB UBE2C UBE2D3 UBE2F UBP1 UFD1 UHRF1 UPF2 UPK3A USB1 USP1 USP2 USP21 USP32 USP39 UTP18 VAMP1 VAX1 VCP VLDLR VPS35 VSX2 VWA3B WARS1 WASF2 WASHC3 WBP1 WBP2 WDR47 WDR81 WEE1 WNT3 WNT8B WTAP XBP1 XRCC3 YARS1 YIPF3 YJU2B YPEL5 YWHAZ ZBED5 ZBTB10 ZBTB20 ZBTB22 ZBTB26 ZBTB3 ZBTB5 ZC2HC1C ZDHHC5 ZEB2 ZFAND2A ZFAND4 ZFAND6 ZFHX4 ZFP3 ZFP91 ZFYVE21 ZIC3 ZIC5 ZIM2 ZKSCAN5 ZMAT4 ZMYM2 ZMYND8 ZNF189 ZNF281 ZNF362 ZNF385A ZNF385B ZNF436 ZNF436-AS1 ZNF597 ZNF711 ZNF775 ZNHIT3 ZSWIM1 ZSWIM3 GCANCTGNY_MYOD_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCANCTGNY_MYOD_Q6 AARS2 AARSD1 ABCB9 ABR ACAP1 ACSM6 ACTA1 ACTB ACTN3 ACVR1 ADAM11 ADAM12 ADAMTS5 ADAMTS8 ADAMTSL2 ADCY6 ADGRB2 ADGRL3 ADK ADRA2C ADRB1 AGBL5 AICDA AK9 AKTIP ALDH1A1 ALK ALPK2 AMMECR1 ANGPT1 ANGPTL7 ANK1 ANK2 ANKRD17 ANKRD42 ANP32A ANXA8 AP4S1 AP5M1 APBB2 APOBEC2 AQP5 ARFGEF1 ARHGAP24 ARHGAP36 ARHGAP8 ARHGEF12 ARHGEF6 ARID5A ARL4C ARL5B ARMC8 ASB14 ASB15 ASIC2 ATF7IP ATOH8 ATP1A3 ATP1B1 ATP2A2 ATP5F1B ATXN7L2 AUTS2 AXIN2 B3GALT2 BAHD1 BARX2 BAZ2A BCAS3 BCAS4 BCL7A BDNF BEST3 BEX2 BICDL1 BMP6 BMPR2 BNC2 BNIP2 BPTF BRD4 BRINP1 BRSK2 C11orf87 C1GALT1C1 C1QTNF2 C22orf31 C2CD2L C7 CA7 CABP1 CACNA2D3 CACNB1 CACNB2 CACNB3 CADM2 CADPS CALM1 CALM3 CAMK1D CAMKK1 CAMKV CASK CASKIN2 CBFA2T3 CCDC148 CCDC177 CCDC85B CCL20 CCL27 CCND2 CCNE2 CD2AP CD40LG CD47 CD72 CDC42EP3 CDC42SE1 CDC73 CDH10 CDH13 CDK2AP1 CDK2AP2 CDK5R2 CDKN1B CELF3 CELF4 CHRD CHRNB1 CHRNE CIDEB CITED2 CLC CLCN3 CLDN15 CLDN3 CLDN7 CLDN9 CLIP1 CLSTN3 CLVS1 CNFN CNIH2 CNKSR2 CNTN6 COBL COL12A1 COL19A1 COL22A1 COL4A3 COL4A4 COL7A1 COL8A1 COQ10A CPNE1 CPSF7 CRB1 CRCT1 CRELD1 CRIP2 CRLF1 CSDE1 CSF1R CSMD3 CSNK2A2 CTAGE4 CTSG CUEDC1 CXCL14 CYFIP2 CYLD CYSTM1 CYTH3 DAB2IP DACT1 DALRD3 DBNDD1 DCAF1 DCAF17 DCHS2 DCLK2 DDIT4 DDIT4L DENND1B DEPTOR DES DGCR2 DLG2 DLL1 DLL3 DLL4 DMD DMPK DMXL1 DNAJC17 DNHD1 DNM3 DNMT3A DOC2A DOC2B DOK7 DPF3 DPYSL5 DRP2 DST DUSP4 DVL3 E2F1 EDA EDC4 EDF1 EEF1A1 EFNA1 EGLN1 EGR2 EHD1 EIF2B3 EIF4A2 EIF4ENIF1 EIF4G2 ELAVL2 ELAVL3 ELAVL4 ELL3 ELP4 EML5 EMX1 ENO3 ENOX1 ENPP5 ENTREP3 EP300 EPB41L4A EPHB2 EPOR ERBB3 ERF ERLIN2 ERP27 ERRFI1 ETF1 ETV1 EXOC5 EYA1 EZH2 FA2H FABP3 FAM107B FAM53C FBLIM1 FBXO32 FCER1A FCGBP FCMR FCRLA FCRLB FGD2 FGF11 FGF12 FGF13 FGF17 FGFR1 FGR FIG4 FITM1 FLRT3 FMR1 FNDC5 FNDC7 FOS FOSL2 FOXP2 FRMD4A FRMD6 FSCN2 FUT8 FYN FZD9 GAB2 GABRA3 GALR1 GAPDH GARIN1B GATA1 GATA2 GATA3 GFAP GFI1 GFRA1 GGN GGNBP2 GIGYF2 GIT1 GJA4 GJA5 GMIP GNB3 GNG8 GNL3LP1 GPD1 GPD1L GPHN GPR158 GPR162 GPR173 GPR37L1 GPR52 GPR62 GRB7 GRHL3 GRIK3 GRIN2A GRIN2D GRK5 GRK6 GSK3B GSTT4 GUCY1A1 HCRTR1 HDAC11 HDAC9 HDGF HEBP1 HES6 HESX1 HEYL HHATL HHEX HIF3A HIRA HIVEP3 HJV HLA-DRB1 HLA-DRB4 HLA-DRB5 HMGN2 HMGN2P46 HNRNPDL HOXA2 HOXA3 HOXA5 HOXA7 HOXD3 HPCA HSD11B2 HSD17B8 HSD3B7 HSP90AB1 HSPA5 HSPA9 HSPB6 HTR2C HYAL2 ID1 IDH2 IGF1R IGFBP3 IGFBP5 IGFBP6 IGSF8 IKZF2 IL17B IL34 IMMP1L INHA INSRR IPO13 IQCD IQSEC1 IRF4 IRX4 IRX5 ISL1 ITGA2 ITGA7 ITGB1BP2 ITGB4 ITPR3 JADE1 JAG1 JAKMIP2 JPT1 KANSL1L KAZALD1 KCND2 KCNH2 KCNIP3 KCNJ2 KCNN2 KCNN3 KCNQ1 KCNQ1DN KCNQ5 KCNS3 KIF13B KIF1B KIF7 KIRREL2 KLF12 KLF13 KLHDC7A KLHL40 KLHL41 KLK1 KLK4 KMT2A KMT2E KNCN KRT19 KRT2 KRT25 KRT8 KRTCAP2 L1CAM L3MBTL2 LAMA5 LARP1B LCE5A LCN9 LDB1 LDB3 LDLRAD3 LEF1 LEP LGALS1 LHFPL2 LHX1 LHX3 LIMA1 LINC00472 LINC01565 LINC01567 LINC02908 LIPT2-AS1 LMAN2L LMO3 LMO4 LNX1 LONRF3 LORICRIN LRAT LRFN5 LRMDA LRP5 LRRC3B LRRN1 LRRN3 LRRTM3 LSR LTB4R2 LUC7L3 LURAP1L LVRN LYL1 LYPD1 MAGED1 MAGI1 MANSC1 MAP1A MAP3K5 MAP7 MASP1 MBNL1 MBNL2 MCAM MCHR1 MED8 MEF2D MEGF10 METTL7B METTL8 MFNG MFSD13A MID2 MIR22HG MLIP MLLT11 MLLT6 MLYCD MMP15 MORC4 MORF4L2 MOSPD1 MPC2 MPP2 MPPED2 MPRIP MRPL40 MRPS6 MSANTD2 MSS51 MT1E MTUS1 MTX1 MUSK MXD4 MYBPH MYC MYCBP MYCT1 MYH10 MYH13 MYH3 MYL11 MYO18A MYO19 MYO1E MYO7A MYOM3 MYOT MYOZ3 MYPN MYT1 NADK2 NAGLU NAPEPLD NBEA NBEAL1 NCAM1 NDNF NDST4 NDUFA4 NDUFA4L2 NDUFAF3 NDUFB8 NEBL NECTIN4 NEDD4L NEFH NEGR1 NEURL1 NEUROD1 NEUROD6 NEUROG2 NEXN-AS1 NGF NHLH1 NHLH2 NHSL2 NKAIN2 NKX2-1 NKX6-2 NLGN2 NNAT NOL4 NOL9 NOTCH1 NOVA1 NPEPPS NR1H3 NR2E1 NR2F2 NR4A2 NRAS NRG1 NRGN NRK NRXN2 NRXN3 NSG2 NTN4 NTRK3 NUMBL NUP88 ODC1 OGFOD2 OPCML OR2L13 OSR1 OTP OVOL1 OXR1 P3H3 PABPC5 PACSIN3 PAM PARD3B PAX1 PBRM1 PCBP4 PCDH12 PCDH15 PCDH9 PCF11 PCGF1 PCM1 PCSK1N PCSK2 PCSK4 PDAP1 PDE1A PDE7A PDGFB PEG10 PELI2 PER1 PGM5 PHACTR3 PHF21A PHLDB3 PICALM PIGW PIM2 PKD2L1 PKN1 PKP4 PLAGL2 PLCB3 PLEKHA4 PLEKHA6 PLEKHH3 PLN PLPP7 PLPPR1 PNLIPRP2 PNMA1 PNPLA2 POFUT1 POLD4 POMZP3 POU2F1 PPARGC1A PPARGC1B PPM1A PPM1J PPP1CA PPP1R14C PPP1R16B PPP1R17 PPP2R3A PPP2R5B PPP3CA PPP3CB PPP4R3B PPP4R4 PRDM1 PRDM13 PREX2 PRICKLE1 PRKACG PRKAG2 PRKCB PRKCG PRMT3 PROSER3 PROX1 PRR7 PSD PSEN1 PSIP1 PSMD3 PTCHD1 PTH1R PTPRJ PTPRK PURA PYY RAB33A RAB3A RAB5B RAB6A RAB7A RABAC1 RADIL RALYL RAPSN RARA RASAL1 RASD2 RASGEF1A RASGEF1B RASSF2 RBBP7 RBFOX1 RBM15B RBM26 RBM47 RBP5 REPS2 RETNLB RFX1 RGS12 RGS3 RGS8 RHBDF2 RIN1 RIT2 RNF121 RNF13 RNF19B RNF213 RNF220 ROBO3 ROCK1 RORC RPA3 RPAIN RPL4 RPS18 RRAD RRAGC RSBN1 RTKN RTL3 RTP1 RUFY1 RUNDC1 RUNX1 RUNX1T1 RXRG RYK S100A8 SAMD10 SCFD1 SCN3B SCN8A SDHAF2 SELPLG SERF2 SERPINB7 SEZ6 SFTPC SGCG SH3BGRL3 SH3BP1 SHISA4 SHISA7 SHOX2 SIM2 SIPA1 SIX6 SKIDA1 SKIL SKP1 SLC12A5 SLC22A17 SLC24A3 SLC25A10 SLC25A41 SLC25A5 SLC27A2 SLC29A4 SLC30A3 SLC37A1 SLC43A3 SLC44A1 SLC44A2 SLC4A8 SLC6A14 SLC7A8 SLC8A3 SLC9A7 SLC9A9 SLCO4C1 SLF2 SLIT2 SMAP2 SMARCA1 SMARCA5 SMPX SMTNL2 SNPH SNTB2 SOAT1 SOBP SOHLH2 SOST SOWAHA SOX14 SOX15 SOX2 SOX5 SPATA8 SPATC1L SPCS1 SPEG SPEM1 SPG21 SPINK5 SPINT2 SPOP SPTB SQLE SREBF2 SRPK2 SSX2IP ST3GAL5 STARD5 STAT5A STIM1 STMN2 STRN3 STT3A STX5 STXBP2 SULT2B1 SUPT16H SURF4 SV2A SVIL SYNE1 SYNGR1 SYNRG SYT17 SYT4 SYT6 SYTL1 SYTL2 SZT2 TAC4 TACC1 TACR1 TAFAZZIN TAOK1 TAPBPL TAS1R1 TBCC TBL1X TBL1Y TBPL1 TCF12 TCF7 TDRD5 TDRKH TEAD2 TEC TEF TFAP2C TFAP4 TFEB TGIF1 TGIF2 TGM1 THBS3 THPO TIGAR TJAP1 TJP1 TMBIM1 TMC3 TMEM109 TMEM178A TMEM184A TMTC2 TNFRSF17 TNFRSF19 TNFRSF21 TNFSF13 TNKS2 TNMD TNNC2 TNNI1 TNNI2 TOR1AIP1 TPCN1 TPM2 TPMT TRAPPC13 TRERF1 TREX2 TRIB1 TRIM23 TRIM46 TRIR TRIT1 TRPC4 TRPV1 TSC22D3 TSEN54 TSPAN13 TSPAN9 TTLL6 TUBB2B TUBB4A TUFT1 TUG1 TXLNG UBE2D3 UBE2K UBE2O UNC119 UNC13B UNC45B USF1 USP15 USP2 USP54 VAMP1 VDR VEGFA VEGFB VEZF1 VPREB1 VPS52 VSX2 VWA5A WBP1L WBP2NL WDR25 WDR47 WDR81 WIPI1 WNK2 WNT10A WNT3 WNT6 WWC1 XIRP1 XPO1 XPO7 YPEL1 YPEL4 YTHDF2 YWHAE YWHAZ ZACN ZBTB16 ZBTB18 ZBTB25 ZEB1 ZFHX3 ZFP91 ZMAT3 ZMIZ1 ZMYM2 ZMYM4 ZMYND8 ZNF205 ZNF367 ZNF385A ZNF503 ZNF521 ZNF593 ZNF710 ZRANB1 ZSCAN25 GCCATNTTG_YY1_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCCATNTTG_YY1_Q6 ABHD1 ABHD12 ACTR8 ADAM11 ADGRL1 ADK ADNP ADO AEBP2 AGPAT1 AIP AKAP8 AKAP8L AKIRIN2 ALKBH8 ANAPC4 ANGPTL5 AP1G1 AP3D1 AP4S1 APBB1 APLP1 ARCN1 ARF1 ARFGEF1 ARHGEF17 ARID4A ARMC8 ARPC2 ASXL2 ATE1 ATF1 ATF4 ATP5F1A ATP5MC1 ATP5MC2 ATP5PB ATP6V0C ATRX BAMBI BCL2L13 BOP1 BTF3 BTRC C21orf58 C3orf36 C9orf163 CAB39L CACNB2 CASC3 CBX5 CCDC174 CCDC6 CCDC71 CCNB1IP1 CCND2 CCNK CD164 CD4 CDK17 CDKN1B CELF1 CELSR3 CHCHD10 CHD2 CHTOP CIPC CLK4 CLPB CNOT1 CNOT3 CNPY4 COX7B COX8A CPNE1 CPSF2 CRKL CSE1L CSNK1A1 CSNK1A1L CTCF DAP3 DDX17 DDX3X DDX6 DENND4A DGCR2 DHX35 DISP2 DOCK8 DOLK DSCAM DUSP7 DYNC1H1 DYRK1B DZIP1 EEF1B2 EIF2B4 EIF4A1 EIF4G2 EIF5 ELAVL4 ELK3 EMC6 EMG1 EMSY ENOX1 ENSA EP300 EPC1 EPC2 ETV1 EXOC6 EXOC7 EZR FAM120C FAM162A FAM193B FAM83H FBXL18 FBXL19-AS1 FKRP FOXN2 FOXN3 FOXP1 FTSJ3 FUS FZD8 GAPDH GBF1 GFER GIGYF2 GIT2 GNAI2 GNAO1 GPBP1 GRIN2B H1-0 HAPSTR1 HEXIM2 HIC2 HIF1A HMBOX1 HMGXB4 HNRNPA1 HNRNPC HNRNPH3 HOXA2 HOXC4 HOXC6 HSF1 HSPA8 IDH3G ILF3 ILF3-DT ING3 ING4 INTS9 IRAK1 IRS4 IRX5 IST1 IWS1 JARID2 JMJD6 JPT1 KANSL2 KAT7 KCNMA1 KDM2A KDM3A KDM6A KIAA1143 KIF15 KIF1B KLHL28 KMT2E KNTC1 KPNA6 L3MBTL2 LIMA1 LMF2 LMNB1 LRRC4 LRRC41 LSM14A LUC7L3 LYPLA2 MAEA MAGT1 MANF MAP2K5 MAP3K4 MAP4K3 MARK3 MAT2A MED24 METTL16 METTL3 METTL4 MGME1 MIOS MNT MOK MPDU1 MRPL1 MRPL11 MRPL51 MTF2 MTMR3 MYNN N4BP2L2 NACA NAPEPLD NASP NBEA NCAPD2 NCAPH2 NCDN NCOA6 NDC80 NDUFB1 NDUFS1 NDUFS8 NELFA NFE2L1 NFYA NFYC NR2C2 NSF NUDT3 NUFIP2 OARD1 ODAD3 OTX2 PAFAH1B1 PAPOLB PAPOLG PCBP4 PCF11 PCIF1 PCNT PCYT2 PDE4D PDS5B PDSS2 PFN2 PHB2 PHF12 PIAS1 PIAS3 PICK1 PIGV PITX1 PLPBP PMF1 PNRC2 POLR2A POU2F1 PPP1CC PPP1R15B PPP1R21 PPP2CA PPP2R2A PPP4R2 PPP4R3B PRDM10 PRICKLE3 PRKCSH PRPF38B PRPSAP2 PRRC1 PRRC2C PSMC5 PSPC1 PTBP1 PTMA PUM1 PYM1 R3HDM1 RAB10 RAB1A RAB22A RAB28 RAB4B RAB5A RABL6 RACGAP1 RAD21 RALA RALGAPA1P1 RAPGEF4 RBFOX1 RBM10 RBM12 RBM14 RBM3 RBM39 RBM4B RBM5 RBMS1 RBMX RCC1L RECK REXO1 RFX1 RIF1 RLIM RNF26 RNF5 RPL10 RPL18A RPL35A RPN1 RPP25L RPRD1A RPRD1B RPS6KA3 RPS8 RRM1 RSRC2 RUFY1 RXRB SAFB SCAF8 SCRN1 SCYL3 SEC23A SERBP1 SETD3 SF3A1 SFPQ SFXN1 SHANK2 SLC26A6 SLC39A7 SLC6A1 SMCR8 SMYD5 SNRNP35 SNX13 SNX17 SNX5 SP1 SPCS2 SPEF1 SPNS1 SRGAP2 SRSF1 SRSF2 SRSF3 SRSF5 SRSF7 SSR4 STRN3 STRN4 SUMO2 SYNE2 SYT11 SZRD1 TAF15 TAF6 TARDBP TAX1BP3 TBC1D14 TCF4 TCTN2 TET2 TGIF1 TGM5 THAP1 TIA1 TIAL1 TJAP1 TMED10 TMEM187 TMEM69 TOGARAM1 TOMM40L TOP3A TP53BP1 TPGS2 TRA2A TRA2B TRAPPC8 TRIM8 TSC1 TSPYL2 TTC17 TTI1 TTLL11 TUG1 U2AF2 UBA1 UBA52 UBAP1 UBC UBE2J2 UBE2K UBE3A UBIAD1 UBR3 UBXN11 UGGT1 UPF3B UQCRH USF1 USP14 UTP20 WASL WDR13 WDR77 WIPI2 WSB1 YBX1 YWHAE YY1AP1 ZBTB11 ZBTB22 ZBTB4 ZBTB40 ZC3HC1 ZDHHC5 ZFAT ZFP37 ZFX ZFY ZNF143 ZNF207 ZNF318 ZNF335 ZNF41 ZNF638 ZNF646 ZNF668 ZNF747 ZNF764 GCCNNNWTAAR_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCCNNNWTAAR_UNKNOWN ABCA1 ABCC5 ADAM12 ADAMTS5 ALPK2 ALPL ARID1A ASGR1 ATOH1 ATP5MC2 BCL9 BHLHE41 C1orf43 C6orf62 CA14 CADM1 CAMK2D CBX6 CCDC126 CCER1 CDKN1B CDKN2C CELF4 COCH CSDE1 CTDSP1 DAB1 DALRD3 DGKI DMPK DNAJC22 DPF3 DUSP5 EGFL6 EGR1 ELAVL4 EML4 EN2 EPB41L5 ERG ERRFI1 ETV5 ETV6 FAM117A FES FGF9 FHL3 FOXP2 FSBP FYN GDNF GGA1 GNAQ GYG1 H2AX HMGA2 HOXA10 HOXA4 HOXB8 HPS3 HPSE2 HROB HTN1 HTR2C IER5L IMPDH2 INO80 INPPL1 ISL1 ITGA3 ITPR1 JPH4 KCNH3 KCP KCTD15 KLC2 KYAT1 LDHD LRP5 MAGI1 MEF2D MID1 MIR17HG MITF MMP24 MMP9 MN1 MPP2 MSX1 NDRG2 NDUFAF3 NECAB3 NFATC4 NFIL3 NKX2-5 NPR3 NPTX1 OPCML OPN1LW OTP OTX1 PCGF1 PDGFB PEX5 PHEX PHOX2B PITPNA PPARGC1A PTCH1 PTCHD4 PTGR3 PTMA PTPRG RAB33A RALGAPA1P1 RALGPS2 RBMX RFX4 RPL10 RPP21 RUNX1T1 SCUBE3 SFTPC SFXN5 SHH SIK3 SLC25A10 SLC2A14 SLC39A5 SLC5A7 SOCS2 SOX4 SOX5 STK35 STON2 SZRD1 TAMALIN TBCC TGFB3 TMCC1 TMEM59L TOX2 TPP1 TRIB2 UBE2D3 USB1 VASP VAX1 VCL XPO7 ZBTB18 ZFP82 GCGNNANTTCC_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCGNNANTTCC_UNKNOWN ADAMTS2 ADSL AKT1S1 AKT2 AMD1 ANKS1A AP4B1 AP4M1 APPL1 ATP6V1G2 BAG6 BCOR BZW1 C1orf122 CAAP1 CACNA2D2 CASKIN2 CBLB CBX3 CDKN1A CELF1 CHERP CHUK CNKSR1 CRK DCLRE1B DCTN2 DDX24 DHX30 DIABLO DNAJA1 DTWD1 DUSP6 E2F4 E2F5 EIF4A1 EIF4H EXOC3L1 FAM227B FBXO22 FBXO28 FIZ1 FST GABARAP GABARAPL2 GALNT10 GBA2 GNG4 GSKIP HCCS HERC1 HNRNPA2B1 HSPD1 HSPE1 IFI27L1 IKBKB LCMT2 MADD MAP3K7 MCM7 MOGS MSANTD2 NAA60 NDOR1 NEDD1 NFKB2 NFKBIL1 NIN NLK NOC3L NOP53 NRAS NRGN OTUD5 PAFAH1B2 PCYT1A PKIB PTCHD1 PUF60 QPCTL RGMA RNF13 RNF168 RPE RWDD4 SERINC1 SF3B1 SH3KBP1 SIN3A SND1 SNRPC SNRPD2 SOCS2 SORBS3 SP3 SPRY2 SPTY2D1 SRP14 SUMO1 SUN2 SYNJ1 TAF11 TAX1BP1 TBC1D17 TBC1D22A TBPL1 TERB1 TGIF2 TMEM203 TMEM53 TMUB2 TRAPPC11 TRIB1 TSEN54 UBXN6 VPS13B WAS YRDC ZBTB11 ZBTB3 ZCCHC9 ZER1 ZNF524 ZNF653 ZNF79 GCGSCMNTTT_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCGSCMNTTT_UNKNOWN ADK AP4M1 ARID4A ATM ATOH1 BCLAF1 CD4 CDC14A CEP135 CHTOP CNOT1 COL27A1 CSE1L DLEU1 DLEU2 DNAJC7 EN1 EPC1 FAM193B FBXL7 GABPB2 GPBP1 GPC3 HOXA2 HOXC4 HOXC6 IFT80 KAT7 KCNK9 LCOR LMF2 LUC7L3 MBOAT2 MCM7 NCAPH2 NEUROD1 NKIRAS2 NPAT OTUD7B PAICS PCYT2 PDS5B PHF12 PITX1 POLA1 POU2F1 PPAT PPP1R15B PPP2R2A PRDM10 PSPC1 RAB1A RAC1 RBMX SAFB SCARA3 SMC4 SRSF1 SRSF2 STAG2 SUPT16H SUV39H2 TARDBP TMED10 TRA2A TSC22D2 UBE2K USP11 YARS1 ZBED5 ZNF143 GCM_Q2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_Q2 ADD3 ADGRB3 ADRA1B AMPD2 ANGPTL1 ANKRD1 ANKRD11 ANKRD17 APLP2 APOLD1 ARID1A ARMCX3 B3GALT2 BAHD1 BARHL1 BCAM BDNF BLVRB BMI1 BRMS1L BTBD9 C20orf203 C6orf62 CACNA1G CADM2 CAST CATSPER3 CCN1 CCNT2 CDKN2C CELF6 CERS1 CHAT CHD5 CHRFAM7A CHST11 CNBP CNNM2 COL25A1 COL2A1 COLQ CORO6 CRYBG2 CSRNP2 CX3CL1 DAAM1 DCANP1 DCT DCUN1D3 DENND6A DERL3 DIS3L2 DLL4 DNAJB5 DOK1 DUSP5 E2F3 EFEMP2 EIF1 ELL2 ELMO3 EMX2 ENHO EPB41L4B EPHA2 ETS2 EXT1 FAM135B FAM222B FAM78A FBXO9 FCHSD2 FGF11 FNDC7 FOXP4 GAP43 GATA6 GDF1 GJD2 GLRA1 GNAO1 GNAS GNL3LP1 GPR3 GRB7 GRIA1 H3-3B HAPSTR1 HCST HEY1 HFM1 HOXD4 HSD3B7 HTR2C IGF1R ILDR2 JADE1 JOSD2 KAT5 KAT7 KCNB1 KCNC3 KCNH6 KCNJ1 KCNJ13 KDM3B KLF12 KLF5 KNTC1 KPNA1 KRTAP8-1 L3MBTL1 LGI1 LHX6 LIN54 LINC00649 LOXL3 LPCAT3 LRRFIP1 LRRTM1 LTB4R LYRM1 MAGED1 MAGI1 MAP4K3 MBNL1 MFAP5 MIR9-1HG MITF MKRN4P MLLT3 MMP9 MNT MORF4 MSANTD2 MYOT NCOA6 NEUROD1 NFKBID NIPAL3 NIPBL NLGN3 NLK NOL4 NR2E1 NRG2 NTN5 NTRK1 NTRK2 NUDCD1 OLIG3 OR2K2 OVOL2 PALS2 PANK1 PCBP2 PCBP4 PCYT2 PDGFB PIEZO1 PITX3 PLAGL2 PLD1 PNOC POFUT1 POLD4 PPARGC1B PPP1R9B PPP2R5B PRDM1 PSD PSMD12 PTCHD1 PTPRJ PTRH2 PURA RALYL RASGEF1B RASGRF1 RBM14 RBM47 RBM5 RBMS1 RBPJ RELA REPS1 RIMKLA RSRC2 SCMH1 SCML1 SELENOI SEMA3D SESN3 SIX1 SLC12A4 SLC30A2 SLC44A1 SLC6A12 SLC6A13 SLITRK5 SMAD6 SMARCD2 SORBS2 SPEG SPOP SPTBN4 SRPK2 SRRM4 SRSF2 STAG2 STC1 TAF5 TAOK1 TBCC TBL1X TCF7L1 TGFB3 THRA TLCD4 TLNRD1 TMEM25 TNNT2 TPI1 TPM2 TRAF4 TRIM8 TSC22D1 TTPAL UBE2D3 UHRF2 USP9X VAX1 VCAN VMP1 VWF WNT10B WNT5A WWC1 XRCC1 YTHDF2 ZHX2 ZNF32 ZNF362 ZNF516-DT ZP1 GCNF_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCNF_01 AAK1 ABTB2 AMD1 ARMC8 BCL11A BCL11B BHLHE40 CHD2 CLUAP1 CLUH CPNE1 CTNND2 DMD DRAM2 EPN3 ERBIN ESRP2 EXOSC9 FGF9 FLT1 FOXO1 GK GNAO1 GNAZ GPR155 HNF1B HOXB13 HOXB6 HOXC10 HOXC13 HOXC4 HOXC6 IL2RA INSR INTS8 IRAG1 ITGB8 KCNJ2 KCNMB2 KIAA0586 KLK15 LINC00905 MALL MCF2 MEF2C MIR9-1HG MLLT6 MT-ND1 MT-ND2 MYL3 NFE2 NFIB NFIL3 NOG NOL4L NPFFR2 PRAC1 PSMC3IP RASAL1 RPS6KB1 SDR9C7 SEZ6L SLCO1C1 SLITRK1 SOCS5 STAC2 TIMM9 TMEM132E TMEM132E-DT TNKS1BP1 TNRC6A TRPS1 TUBD1 USP34 WBP1L WFIKKN2 ZFYVE1 ZNF532 GCTNWTTGK_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCTNWTTGK_UNKNOWN ABCB5 ABHD12 ABLIM1 ACKR3 ACR ACTB ACTR1A AGBL2 AMD1 ANGPTL2 ANKHD1 ANKHD1-EIF4EBP3 ANKS1B ANO4 ASB7 ATP13A4 ATP2A2 ATRNL1 BAHD1 BARHL1 BTG4 C12orf57 C1QTNF1 CALD1 CAP1 CCAR1 CCDC140 CCDC33 CCDC71 CCDC88A CCNE2 CCT7 CDCA3 CDH1 CDH3 CDK17 CDK5 CEP20 CEP95 CHAC1 CHD6 CITED2 CLEC18C CNBP CNN3 CNOT3 COL5A3 COPZ1 CYLD CYP24A1 DDX4 DDX5 DENR DGKZ DIS3L2 DLL1 DLX1 DNAH5 DNAJC11 DPYSL3 DUSP6 DYRK2 ECEL1 EIF4A1 EIF4G2 ELAC2 EMSY ENAM ENSG00000204117 EPHA3 ERBB2 ESPL1 ETV4 ETV5 F2 FERD3L FGF10 FGF20 FHIP1B FIZ1 FOXH1 FYN GATA6 GGNBP2 GJA5 GJB4 GK GNG8 GPBP1 GPC3 GPR85 GRHL3 GRM3 H2AZ2 HEPACAM HIP1 HLA-DQB2 HLA-DRB1 HLX HMGA2 HNF4A HNRNPLL HOATZ HOXA6 HOXB3 HOXB9 HOXC5 HSCB HSPB2 IKZF2 IL17B IL25 IL4 IL6 IL6ST IP6K2 IRS1 ITGB8 JMJD1C JPT1 KANSL3 KCNJ13 KIF23 KLF13 KLHDC9 LAMA1 LAMP2 LASP1 LAT LETM2 LHX1 LHX4 LINC02875 LINS1 LMO4 LOX LRP6 LRRC36 LUC7L3 MAP2K6 MARCKS MARK3 MAZ MEIS1 MEPE MEX3B MEX3D MFAP2 MIR22HG MN1 MNT NAGLU NALF2 NAV3 NCDN NDP NEUROG3 NFATC4 NFIB NFYA NFYB NID2 NIPBL NKX3-1 NMNAT2 NMRK1 NNAT NOL4 NONO NREP NUBPL NUCB2 OARD1 OLFML3 OLIG2 OPCML OSTC OSTF1 OTX2 PAIP2 PAK2 PALS1 PAX3 PDYN PHACTR3 PIGS PKN2 PLA2G3 PLEC PNRC1 POU3F3 PPP1R1B PPP1R9B PPP2R5C PRADC1 PRDM1 PRDM5 PSME4 PTMA PTPRK RAB35 RAB5B RAVER1 RBFOX2 RCN2 RCOR2 RECK RERE RNF10 RNF38 RPL41 SALL1 SAMM50 SC5D SCUBE3 SEL1L SEL1L3 SESN3 SFRP1 SHC3 SHKBP1 SIX1 SKIDA1 SLC20A1 SLC24A4 SLC25A35 SLC38A4 SLC43A2 SLC4A2 SLC6A4 SLCO5A1 SMAD2 SMAD3 SMAD6 SMURF2 SMYD1 SNCA SND1 SORBS2 SOX14 SOX2 SOX4 SOX9 SP140L SP3 SPATA20 SPATA32 SPRY2 SPTAN1 SSBP3 SSH2 ST8SIA2 STAG2 STARD7 STC1 STRADB SUFU SYCP3 SYNCRIP TACC3 TAFA4 TBX2 TDO2 TENM1 TFDP2 TLE3 TLK2 TMEFF1 TMEM129 TMEM160 TMEM204 TNFRSF21 TNFSF11 TNPO3 TP53INP2 TPI1P2 TRAK2 TSC22D3 TSGA10 TTBK2 TTC16 TTC39C TTYH1 UBB UBE2E3 UBE2S UCK2 UQCRFS1 USP21 USP5 USPL1 UTP18 VAC14 VCP WDR81 WNT3 YIPF4 YIPF7 ZBED5 ZC3H10 ZFAND4 ZFY ZIC1 ZIC4 ZNF148 ZNF385B ZNF423 ZNF454 ZNF516-DT ZNF524 GFI1_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GFI1_01 ABCF2 ADD3 ADGRB3 AGPAT4 ALG10 ANGPT1 ANKRD40 ANP32C ARFGEF1 ARHGEF2 ASB4 ATF2 ATP5MC2 AVP BCL6 BCL9 BCL9L BDNF BMP4 BNC2 BPGM BRD2 BRINP3 BTG1 C1QTNF7 C2orf15 CACNB2 CACNG3 CALN1 CAMK2D CAND1 CCR7 CCSER2 CD40LG CDH13 CDH6 CDIN1 CDON CDX2 CELF4 CGN CHRM1 CLEC11A CLMN CLRN1 CLVS1 CNKSR1 CNTN6 COLQ CPEB3 CREB5 CREM CRYZL1 CSAD CTDSPL2 CTLA4 DCAF11 DCX DDR2 DLG2 DNAJB4 DPF3 DSG3 DSPP EBF1 EBF2 EDN1 EFHC2 EGFLAM ELAVL4 ELMO3 ETS1 EXOC7 FAM20A FAM91A1 FOXN3 FOXP2 GABARAP GABBR2 GADD45A GAS2 GFRA3 GPR17 GPR20 GPRC5D GRAMD1C GREM1 GRK6 GRPR H1-4 H1-6 H2BC5 HBP1 HIVEP3 HMGA1 HNF1A HNRNPA0 HOXA10 HOXA3 HOXA6 HOXA7 HOXA9 HOXB3 HOXB6 HOXB8 HOXC4 HOXC8 HOXD10 HOXD11 HSD11B1 ICAM4 ICAM5 ID2 IL16 INTS9 IRF2BP1 IRX3 ITGA10 ITSN1 JAZF1 JMJD1C JPH4 KCNK16 KLF12 KLF15 KLHL3 KRT26 LAMA3 LCOR LINC00670 LMO3 LRP2BP LUZP1 MAP2K5 MAP2K7 MAP3K3 MAP4K2 MAP4K3 MARCHF5 MBNL1 MCTS1 MEF2C MEIS1 MEX3B MEX3D MIR22HG MIR7-3HG MPZL2 MPZL3 MRGPRF MSR1 MTMR4 MYH10 MYO1C NCAM1 NEXN NFIA NGEF NKX2-8 NOL4L NR2F2 NRXN3 NUFIP2 OTP PABIR2 PANK1 PATL1 PBX1 PCDH8 PCDHAC2 PCYT2 PDC PDE4D PDLIM1 PEA15 PHACTR3 PHF8 PHYHIP PI15 PI4K2A PLCD4 POLH POU3F1 PPARGC1A PPARGC1B PPP2R2A PRDM10 PREP PREX2 PRIMA1 PRKAG1 PROCR PTEN PTHLH PURA RAB6B RARB RBM26 RCAN2 REN RFX7 RHOA RNF181 RORA RPRD2 RPS6KB1 RTL9 SERTAD4 SETD3 SGK2 SH3BGRL2 SKIDA1 SLC25A18 SLC26A3 SLC44A1 SLC4A7 SLCO2A1 SOSTDC1 SOX15 SOX4 SOX5 SOX9 SP8 SPAG7 SREBF2 SRSF2 STEAP4 STMN1 TBR1 TCEAL7 TCF12 TCF4 TCTA TDRD5 TET2 TFB1M TFEC TGIF1 TLK1 TLR1 TMCC1 TMEM71 TMPRSS2 TMTC2 TOP1 TPBG TRAF4 TRAPPC13 TRDN TRIM23 TSGA10 TSHZ2 TSPAN7 USP5 VPS50 WDR81 XPO5 YIPF4 YWHAE ZBTB20 ZFPM2 ZIC1 ZIC3 ZIC4 ZNF521 GGAANCGGAANY_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GGAANCGGAANY_UNKNOWN ACVR2A ATP6V1D ATP6V1E1 BAG6 BANF1 BCDIN3D BMS1 BUD31 CCDC71 CFAP57 CHMP2A CLASRP CNST COMMD6 COX6B1 COX7A2 CSNK2B DDX55 DLX4 DPM1 E2F4 EBNA1BP2 EIF1AD EIF2S1 EIF2S3 EIF3H EIF3K EPN1 EXOC3L1 FARSA FBXO38 FEV G3BP2 GCC2 GGA1 GIN1 GLRX5 GPANK1 GYS1 HSPH1 IGHMBP2 MAP4K1 MBD1 MED8 MOCS3 MRPL21 MRPL43 MRPS18A MRPS21 MRPS23 MTA2 MTF1 NCBP2 NCBP2AS2 PARVA PCED1A PDAP1 PEX6 PGS1 POMP PRKAB1 PRPF3 PSMB4 PTPRCAP RACK1 RARS1 RIC3 RNF25 RPL28 RPL38 RRAS RUVBL2 SDF2 SEC11A SEC24C SEC61A1 SEC61G SF1 SLC25A44 SMUG1 SNIP1 SNRPE SRP54 STK36 SUPT6H SZT2 TAF10 TFB2M THUMPD3 TIMM8A TMCO1 TMEM38A TOR1A TRIM39 TRMT11 TTC17 TWNK U2AF2 UBA52 UBL5 UBXN1 UGGT1 VPS16 VTA1 XIAP ZDHHC5 ZNF384 ZNF48 ZNF513 ZNF597 GGAMTNNNNNTCCY_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GGAMTNNNNNTCCY_UNKNOWN AAK1 ABCC5 ABLIM2 ACBD5 ACP6 ADO AKT1S1 ASXL1 ATL2 BLCAP BRMS1L CA14 CACNA1G CAPN15 CCDC177 CEP290 CFL1 CLPB CLSPN CNOT4 CNTN6 CREBZF CSNK2B DAZAP1 DHX30 DPF1 DPYSL5 EBF2 FBXL19-AS1 FEN1 FES FHIT FNTB FOXA3 FYCO1 GPANK1 GPD1L GRK5 GSK3A GTPBP2 HIRIP3 HOXD11 HSD3B7 HSPH1 IFTAP INO80E IPO7 IRF2BP1 ITPR1 KLHDC3 KMT2D MADD MAX MEA1 MINDY1 MISP MON1A MRPL24 MTR NAPB NCDN NCLN NFATC2IP NSD3 NTAN1 NUTF2 ODR4 PA2G4 PABIR1 PAK3 PCSK2 PHF13 PNPLA6 POLR1G PPP2R5B PRKCI PRUNE1 RANBP10 RASSF2 RDH12 RNF220 RPIA RRAS RUNX1 SAMD12 SDCCAG8 SF3A1 SIX1 SLC16A4 SP2 SPTB ST3GAL2 STMN1 SYMPK SYT3 TAFA2 TBC1D17 TIAL1 TLCD3B TLE4 TMEM115 TMEM258 TPR TRUB1 TSNAXIP1 TTLL4 UBALD1 UBE2N UGGT2 USP48 YWHAE ZEB2 ZFP1 ZFP28 ZNF112 ZNF227 ZNF420 ZNF546 ZSCAN20 GGARNTKYCCA_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GGARNTKYCCA_UNKNOWN ABRAXAS2 AP5B1 ATP1B3 C19orf73 CAPN9 CCN1 CD86 CEMIP CEND1 CGB2 CGB7 CHPF CLDN17 CLTRN COL1A2 CPLX2 CSMD3 DDX17 DLGAP4 DNAJA1 DNAJB5 EGF ETV4 FERD3L FXYD2 GABRE GJD2 GPM6A GPR119 GPR158 HCN1 HOXB4 HSPG2 IFNB1 ITGA1 KLK9 LINC00310 MANEAL MAP3K8 MAP4K2 MED1 MEF2D MITF MRPL45 MRPS6 MSX1 NELL2 NEUROD4 NFIB NIM1K NPDC1 NTRK3 OGT PELO PHF6 PIK3IP1 PPFIA3 PPM1D PTGES RAB37 RAMP2 RASGEF1A RORC SCAMP1 SCRT2 SKI SKIL SLC6A9 SOCS2 SPAG9 SRPX ST8SIA1 STIP1 TMEM37 TNFSF18 TTLL11 UBR5 VEGFA XPO1 ZNF503 GGATTA_PITX2_Q2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GGATTA_PITX2_Q2 AANAT ABCA4 ABHD11 ABHD17B ABL1 ACAA2 ACADVL ACKR1 ACKR3 ACP4 ACTR10 ACTR1A ACVR1 ACVRL1 ADAM9 ADAMTS4 ADAMTSL1 ADD3 ADGRL2 ADNP ADORA1 AGA AHCYL2 AMER1 AMIGO2 ANGPTL2 ANKMY2 ANKRD28 ANKRD29 ANO1 ANXA11 AP1S2 APRG1 ARAP3 ARF6 ARFIP1 ARHGAP26 ARHGEF15 ARMCX3 ARNT ARX ASB11 ASB2 ASCL4 ASPA ATP13A4 ATP6V0A4 ATP6V1B2 ATXN1 BAIAP2L1 BBS5 BCL2 BEST3 BFSP1 BICDL1 BRCA2 BRD3 BRD4 BRINP3 BTG1 BZW2 C12orf50 C16orf74 C1orf87 C2CD2L C6orf62 C7 C8A CABP2 CABP4 CABP5 CACNA1S CACNA2D4 CAMK1G CAMK2A CASQ2 CBX2 CBX4 CCDC6 CCDC80 CD2AP CD40LG CDC42BPA CDKL2 CDKL5 CGGBP1 CHRNE CHST1 CIZ1 CLCA3P CLEC18C CLOCK CLSTN3 CLTRN CNBP CNGB1 CNGB3 CNOT7 CNPY3 CNTFR COL2A1 CPEB4 CPLX4 CPNE1 CREB3 CREB5 CREBRF CREM CRK CRX CRYGS CSMD3 CTBP2 CTNNA3 CTSC CXXC5 CYP2F1 CYSLTR1 DALRD3 DCT DCX DDR2 DDX17 DDX25 DHRS3 DHX30 DHX58 DLG4 DLL4 DMD DMPK DNAAF2 DNAH7 DNM1 DUSP10 DUSP3 DUSP5 DUSP6 EDN2 EFEMP1 EFS EGFLAM EHF ELMO1 EMILIN3 EN1 ENOX1 ENTPD3 EPB41L5 EPHA2 ESM1 ESRRA EVA1A EYA1 FAM53B FBXO11 FBXO36 FEZF2 FGB FGFR3 FIBCD1 FIGN FLRT3 FOSL2 FOXA1 FOXF2 FOXO4 FOXP3 FUT11 FZD4 GABRA1 GAD1 GADD45B GASK1B GJD2 GK GKN1 GLI2 GLRA1 GNB2 GNB3 GOLGB1 GPBP1 GPHB5 GPM6B GPR158 GRID2 GRM6 GTF2A1L GUCY2F H1-0 H4C3 HIC2 HMG20A HMGB1 HMGN5 HNRNPD HOXA11 HOXA2 HOXB4 HOXB6 HOXB8 HOXD3 HPCAL4 HR HRK HSF2 HSPB6 HYPK IFNG IFT43 IFT46 IGF2BP3 IGSF3 IKZF2 IL1RAPL1 IMPDH1 INSM1 IP6K2 IQSEC1 IRX3 IRX5 IRX6 ISL1 ITGA3 ITPR1 ITSN1 JAKMIP2 JARID2 JMJD1C JOSD1 JOSD2 JUND KAZALD1 KCNH5 KCNH6 KCNJ1 KCNK9 KCNQ1DN KCTD15 KHSRP KITLG KLF5 KLHL41 KLK12 KLK13 KLK9 KNL1 KRT24 KRT28 KRT3 KRT76 KTN1 LAMC2 LGI1 LIFR LIMA1 LIN28A LINC00052 LINC00310 LINC00314 LINC00652 LINC01101 LINC03040 LIX1 LLGL2 LMO1 LMO3 LMOD3 LMTK2 LMX1A LRIT1 LRP2 LRRC8D LRTM1 LTBP1 LUC7L LZTS2 MAB21L1 MAML3 MAP2 MAP2K5 MAP2K6 MAP3K5 MAPK9 MBD6 MBNL2 MCHR1 MCTP2 MECP2 MED13 MEOX2 MFGE8 MFRP MGAT4C MID1 MIP MIR137HG MITF MLLT3 MLLT6 MOB4 MPP4 MPPED2 MRPS18B MS4A1 MSS51 MSX1 MTCL1 MTRFR MTSS1 MYB MYBPC1 MYF6 MYH6 MYL6B MYO1B MYOCD MYOG MYPN MYRF NACA NANOG NAV3 NCALD NDST3 NDUFAF3 NDUFB9 NDUFS2 NDUFV1 NDUFV1-DT NEBL NEUROD2 NEUROD4 NIPBL NKX6-1 NLK NOG NOTCH2 NOTCH2NLA NOVA1 NPEPPS NPPC NPVF NR2E1 NR3C2 NRIP3 NSF NT5C NTN5 NTRK2 NUFIP2 NUP54 NYX OCLN ORC4 OTOP3 OTULIN OTX2 PABIR1 PAQR4 PART1 PATL1 PAX2 PAX7 PBX1 PBXIP1 PCBP4 PCSK1 PCYT1B PDE1A PDE4B PDE6C PDGFC PDXK PGF PHC1 PHC2 PHF21A PHF23 PHOX2B PIAS3 PITPNM1 PITX2 PLA2G5 PLA2R1 PLAGL2 PLCD4 PLEKHA6 PLPP2 PMCH PNOC PNPLA3 POFUT1 POLD4 POU2F1 POU4F3 PPFIBP1 PPM1B PPP1R10 PPP1R16B PPP3CA PPP3R1 PRDM10 PRDM12 PRDM13 PRDM8 PRELID1 PRICKLE2 PRKCE PROC PROK2 PROSER3 PRPF8 PRRC2A PRRX1 PRX PSD PSMB3 PTPN4 RAB24 RAB3IP RAI2 RARB RAX RBM26 RBM47 RBMS2 RBP3 RBPMS RFLNB RFX4 RGR RHO RLBP1 RMDN2 RNF220 RNF43 ROBO1 ROBO3 RORA RORC RP1 RP1L1 RPL17 RPS6KA3 RRAS RTL9 RTN3 RTN4RL1 RUNX1T1 RXRG RYBP SAMD7 SCAF4 SCN3A SEC14L3 SEMA3A SEMA6A SERPINI2 SH3RF1 SHOX2 SIM1 SIPA1L1 SIX1 SKIDA1 SKIL SLC12A1 SLC12A5 SLC13A1 SLC13A4 SLC16A8 SLC22A6 SLC25A14 SLC26A9 SLC30A1 SLC30A8 SLC35A2 SLC39A12 SLC39A2 SLC44A1 SLC4A2 SLC4A5 SLC4A7 SLC5A2 SLC5A3 SLC6A15 SLC6A4 SLITRK2 SLITRK3 SLITRK5 SLMAP SMARCA2 SMG6 SNCAIP SOAT2 SOCS2 SOX14 SOX15 SOX9 SP4 SP6 SP7 SP8 SPAG16 SPDEF SPRY2 SREK1 SRGAP2 SRPX2 SRR SRRM4 STAT5B STC1 STRA6 SUCNR1 SUFU SULF1 SUPT16H SYNGR1 SYNJ1 SYNPR SYTL2 TADA1 TAL2 TATDN1 TBR1 TBX20 TCEAL7 TCF21 TCF4 TCF7 TDRD7 TENM1 TENM3-AS1 TEPP TERT TEX11 TGIF1 TIGD2 TLE4 TLK2 TLN1 TM2D2 TM4SF4 TMEM100 TMEM108 TMEM132E TMEM132E-DT TMEM135 TMEM182 TMEM35A TMEM88 TNNI1 TNS1 TOB2 TPM2 TRIB1 TRIM55 TRIML1 TRIP10 TRPM3 TRPS1 TSPAN31 TTC9C TULP1 TYRP1 UBAP1 UBAP2L UBTF UBXN4 UNC13B USP13 USP4 USP54 USPL1 UTRN VAX1 VEPH1 VEZF1 WNT3A XK ZBTB18 ZBTB37 ZEB2 ZFHX3 ZFP36L1 ZMYM4 ZNF281 ZNF385A ZNF503 ZNF516-DT ZNRF1 ZNRF2 GGCKCATGS_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GGCKCATGS_UNKNOWN AAMDC ACIN1 AMMECR1L B9D2 BASP1 BFAR BLVRB C14orf119 CABP7 CBFB CCAR1 CCDC171 CCND1 CCNI CELF4 CENPO CIPC CLOCK CORO6 CXCR4 DHX30 ESF1 FEZF2 FUT8 FXR2 GOLGA1 GON4L GPATCH11 GRM3 HAND1 HK2 HS6ST3 INTS7 JADE2 JAG1 KCNK10 KLK3 MAP3K11 MORC3 NDUFAF5 NDUFS8 NEUROD1 NF1 OVOL1 OVOL2 PAX2 PRPF39 PTPN2 RAB23 RANBP1 RBBP8 RDH10 RPL7 RSF1 RUNX1T1 SDHB SLC7A10 SMAD7 SMAP2 SOCS2 SPTBN4 TRMT2A UBAC2 USF2 VSNL1 ZBTB17 ZFAND3 ZMYM2 GGCNKCCATNK_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GGCNKCCATNK_UNKNOWN ABRAXAS2 ACTR8 ADAM11 ADGRL1 ADNP AP4S1 ARCN1 ARID1A ARID4A ATP6V0C BCL2L1 BRD2 CCDC71 CD164 CD4 CHTOP CLPB CNBP CNST COL1A2 CREB3L1 CREBRF CRYZL1 CSRNP3 DLG2 DPYSL2 DYM EBAG9 EIF4A1 EIF4G2 ELAPOR1 EPC1 ERH ESCO1 ESRP2 FAXC FBXO9 GEMIN4 GNL3L HMGN2 HNRNPA3 HNRNPK HOXA2 HOXD4 IGF1R ITCH ITSN1 KBTBD12 KIF1B KLHDC8B KMT2E LUC7L3 MATR3 MCTS1 MIOS NASP NCOA5 NFYA NFYC NIM1K NRBP2 NSD1 NSD3 OARD1 OR3A2 OSR1 PAFAH1B1 PATL1 PDLIM2 PHF21B PIGA PIGV POU2F1 PPP1CC PSMD8 PUM1 RAB1A RAB30 RAD21 RALA RBM26 RBM39 RGS3 RMI1 RNF145 RPL18A RPL32 RPL4 RPS27 RPS8 RXRB SAR1B SFPQ SFXN1 SLC12A8 SLC39A7 SLC39A9 SMYD5 SNPH SOCS5 SPRY4 SREK1 STAG1 STRN3 SYNCRIP TET2 TFB2M TMEM187 TOB2 TOMM40L TTC9C TXNDC12 TYRO3 UBE4B VAMP2 WDR13 YBX1 ZBTB40 ZIC3 ZNF362 ZWILCH GGCNNMSMYNTTG_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GGCNNMSMYNTTG_UNKNOWN ACTR8 ADAM11 ADGRL1 ADNP AP2M1 AP4S1 ARCN1 ATP6V0C BAHD1 BCAS3 CAMK1 CCDC71 CD164 CD4 CDC42BPB CEP95 CHTOP CLPB CUEDC2 DDX5 EEF1A1 EIF4A1 EIF4G2 ELOVL5 EPC1 GEMIN4 HES6 HOXA1 HOXA2 KCNN2 KIF1B KMT2A LRMDA LUC7L3 MAN1A1 MEX3D MIOS MIR22HG NASP NFYC NR4A2 OSBPL2 PAFAH1B1 PCDHGB4 PCDHGB5 PHF21B PIGV PLP2 PPP1CC PRRX1 PUM1 RAB1A RAB1B RAD21 RALA REPS2 RPL18A RPS8 SCRT2 SEC31A SFPQ SFXN1 SMYD5 SPRY4 STAG1 STK35 STRN3 TET2 TMEM9B TOMM40L UBE4B WDR13 WDR81 YBX1 ZBTB40 GGCNRNWCTTYS_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GGCNRNWCTTYS_UNKNOWN ADSL AKT1S1 ANKH AQP3 ARFGAP1 ARFIP2 ATP6V1E1 C1orf131 CANX CBLB CELF1 CLC DACT3 DDX24 DHX30 DNAJA1 DNAJA2 DTWD1 EIF3L EIF4A1 ELMO1 ENOX1 FAM227B FGFR3 GABARAPL2 GBA2 GNPAT HCCS HOXA9 IFI27L1 IRF2BPL ISG20 KANSL1 KDM6A KLF10 KRT14 LCOR LIN54 LYVE1 MAPK8IP3 NDUFS4 NEDD1 NKAIN1 NOP53 NR3C2 NREP OSR1 PAFAH1B2 PATZ1 PCYT1A PIGN PIP4K2B QPCTL RAB8A RBM24 RNF13 RNF168 RPE RPL18A RPL41 RPS6KA3 RSKR SLC39A13 SMAD6 SMAP2 SND1 SNRPD2 SP2 SRP14 SUN2 TBC1D17 TBC1D22A TERB1 TIMM10B TMUB2 TSC22D4 TUG1 UBXN6 USH1C USP9X VSTM2L XYLT2 ZBTB3 ZBTB45 ZC3H10 GGGNNTTTCC_NFKB_Q6_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GGGNNTTTCC_NFKB_Q6_01 ALG6 ARID1A BATF BCL3 BCL6B BIRC3 BMP2K BNC2 C1QL1 CALCOCO1 CCDC107 CCDC80 CCL5 CCND2 CCR10 CD70 CD74 CD86 CDC27 CHD6 CNIH2 CNTF CNTNAP1 CPEB4 CREB1 CSF1R CSF2RB CXCR5 CYLD DCLK1 E2F3 EHD1 ENKD1 ENO3 ENTHD1 ETV1 FAM117A FGF1 FHL3 FOXS1 FTHL17 FUT7 G3BP1 GATA4 GDPD5 GEM GPR182 GREM1 HIVEP1 HOXA4 HSPG2 IER5 IL1RAPL1 IL1RN IL2 IL6 IPO4 JAK3 KAT7 KCNS3 KY LAMA1 LASP1 LIX1L LPO LTB MADCAM1 MAML2 MIDEAS MSC MSX1 MT2A MYADM N4BP1 NFAT5 NFKB2 NFKBIA NR2F2 NRGN NRIP2 NTRK3 ORAI1 PCSK2 PFN1 PKN1 PLXNB1 PNKD POU2F3 PPP2R5E PRR34 PSME3IP1 PTGES RAP2C RASSF2 RBMS1 REL RELB RPS6KA4 RSPRY1 RYBP S1PR2 SH2B3 SH3KBP1 SLAMF8 SLC12A2 SLC25A18 SLC44A1 SLC6A12 SMPD3 SOX5 SP6 STAT6 STX4 TCEA2 TFEC TLX1 TNFRSF1B TNFRSF9 TNFSF15 TNIP1 TNKS1BP1 TOM1L1 TP53 TPM3 TRIM47 TUBA1A UBD UBE2H UBE2M UPF2 WNT10A WRAP53 ZFAND3 ZNF532 GGGNRMNNYCAT_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GGGNRMNNYCAT_UNKNOWN ABAT ADGRB2 AGRP ALDH6A1 ANGPT1 AP1G1 ATP1B2 ATP8B2 BMI1 C1orf131 CADM1 CFDP1 CHCHD5 CNIH1 CPSF2 CSTF3 CYP26A1 EHD3 ELF4 ELMO1 ETF1 FAM162A FAM181B FAM193B FLRT3 GFER GHR GNPAT GSKIP HOXA4 ITPR1 JUN KIF7 MEIS1 MID1 MRPL38 MRTFA MTF1 NDUFB1 NDUFS8 NELFA NEUROG1 OSR2 PAFAH1B1 PBX3 PDIK1L PHF12 POLR3D PTPN1 RBM19 RCC1L RDH10 RGS3 RNF26 RPL17 RTF1 RTL9 SMS SPEF1 SSH2 SSRP1 ST3GAL3 TFAP2D THRA TMEM178A TMEM187 TOMM40L TPM4 TRMT112 TSC1 UBE2B URB1-AS1 UTP20 VAX1 WDPCP WNT4 WWP2 XPO1 YY1 ZBTB17 ZFAND3 ZFP37 ZFX GGGTGGRR_PAX4_03 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GGGTGGRR_PAX4_03 A1CF A2M AAK1 AAMP AASDHPPT ABCD1 ABCG4 ABHD1 ABI1 ABI2 ABI3 ABI3BP ABR ACAN ACBD5 ACIN1 ACOT8 ACR ACTC1 ACTR1A ACVR1 ADA ADAM11 ADAMTS12 ADAMTS5 ADAMTS9 ADAMTSL5 ADD1 ADD3 ADGRB2 ADGRD1 ADGRE5 ADNP ADNP2 ADORA2A AFF4 AGAP4 AGBL5 AGER AGO1 AGPAT4 AGR2 AHNAK AHR AIMP1 AJUBA AKIRIN2 AKT1 AKTIP ALX4 AMER1 AMMECR1L AMOT ANAPC15 ANGPTL7 ANK2 ANKRD13B ANKS1B ANXA4 ANXA7 AP1G1 AP1M1 AP3S1 AP4S1 APBA1 APOA5 APOBR AQP4 AQP4-AS1 ARF3 ARF5 ARFIP1 ARFIP2 ARHGAP26 ARHGAP30 ARHGAP32 ARHGAP44 ARHGAP45 ARHGAP5 ARHGAP6 ARHGAP8 ARHGDIB ARHGEF1 ARHGEF12 ARHGEF15 ARHGEF2 ARL4C ARMC8 ARMCX4 ARPC2 ARRDC3 ASB7 ASIC1 ASIC2 ASPHD1 ATF2 ATF7 ATG12 ATG13 ATN1 ATOH8 ATOSB ATP1A3 ATP1B2 ATP5F1B ATP6V0C ATP6V1A ATP8B1 ATP8B2 ATXN1 AUTS2 AXL AZIN1 B4GALT2 BACH2 BAD BAG1 BAHD1 BARHL1 BAZ2A BCAP31 BCAR3 BCL6B BEGAIN BLMH BLVRB BMF BMP4 BMP7 BMPR2 BRD2 BRD4 BRME1 BTK C11orf80 C11orf87 C14orf119 C1QL1 C1QTNF7 C1orf21 C1orf43 C2CD2L C6orf136 CA10 CA11 CACNA1A CACNA1D CACNA1E CACNA1G CACNB1 CACNG2 CADM1 CADM2 CALCOCO1 CALHM2 CALHM5 CALML5 CAPN5 CAST CAV3 CAVIN1 CBFA2T3 CBFB CBLL1 CBX3 CBX8 CCDC71 CCDC81 CCDC93 CCIN CCL25 CCN3 CCNA2 CCND2 CCNYL1 CCR9 CD109 CD27 CD2BP2 CD37 CD38 CD55 CD63 CD79B CDC42EP3 CDC42SE1 CDCA2 CDK12 CDK17 CDK2AP1 CDK4 CDK5R2 CDK6 CDKN1A CDKN1B CDR2L CDX1 CELF4 CERCAM CFAP69 CFL1 CFTR CGB5 CHMP5 CHP1 CHRD CHRDL1 CHRM1 CIAO1 CIART CIP2A CITED1 CKMT1B CKS1B CLASP1 CLC CLCA1 CLCN6 CLIP3 CLMP CLSTN3 CLUH CLVS1 CNOT4 CNTF CNTN2 CNTN6 COL11A2 COL13A1 COL17A1 COL1A1 COL5A3 COL6A3 COL9A1 COPS7B CORO1A CPLX2 CPNE5 CPNE6 CPNE8 CPNE9 CPT1A CREB3 CRIM1 CRK CRLF1 CRTAC1 CRYBA2 CS CSK CSNK2A1 CTCF CTNND1 CTNND2 CYBC1 CYLD CYP26B1 DAAM1 DAB2IP DBNDD2 DCAKD DCHS1 DCHS2 DCLRE1A DCN DCTN1 DCTN4 DCUN1D3 DCX DDA1 DDAH2 DDIT4 DDX17 DDX31 DEDD DENND5A DEPDC4 DHCR24 DHRS11 DHX15 DLG2 DLG3 DLL4 DLX1 DMKN DMPK DMRTB1 DMTN DNAJB3 DNAJC14 DNAJC7 DNMT3B DOCK11 DPF1 DPYSL2 DPYSL5 DSG1 DSG3 DSG4 DTNA DTX1 DUSP5 DUSP8 DYNC1H1 DYRK1A DZIP3 EBP EDA EEF1A1 EEF1A2 EEF1G EFNB1 EFNB2 EFNB3 EGLN2 EGR3 EHF EHMT2 EIF1 EIF1AX EIF1AY EIF4E EIF4EBP1 EIF4ENIF1 EIF4G1 EIF4G2 EIF5A ELAVL2 ELAVL3 ELAVL4 ELK3 ELN ELOC ELOVL6 ELP2 EMC6 EMID1 EMILIN1 EML2 EMSY EN1 EN2 ENO2 ENTPD1 EP300 EPC1 EPHA1 EPHB1 EPHB6 EPO ERF ERLIN1 ESAM ESYT3 ETV5 EVPL EVX1 EXD1 FAM110A FAM110D FAM120A FAM120AOS FAM131C FAM13B FAM170A FAM53C FAM89B FARP1 FBRS FBXL16 FBXO3 FBXO36 FBXO5 FCGBP FCHSD1 FCHSD2 FERMT2 FES FGF11 FGF17 FGFR1 FGFR1OP2 FGFR4 FHL1 FHL3 FHOD1 FIBIN FILIP1 FLI1 FLNC FLT1 FLVCR2 FMNL1 FMNL3 FNDC5 FOLR1 FOLR2 FOXA2 FOXI1 FOXJ2 FOXN3 FOXO4 FOXP3 FRMD4A FUT8 FXYD7 FYN FZD4 FZD7 GABARAP GABBR2 GABRG2 GADD45B GAP43 GARIN4 GATA1 GATA6 GCH1 GDPD2 GDPD3 GEMIN7 GGN GIGYF1 GJB4 GJB6 GLA GMIP GMPPB GNAI2 GNAO1 GNB2 GNB4 GNGT2 GOLT1A GPC2 GPC4 GPM6B GPR119 GPR162 GPR17 GPR173 GPR20 GPR85 GPRASP1 GPX2 GRB7 GRHL3 GRIA3 GRIK1 GRIK3 GRIN2B GRIN2D GRK6 GRM3 GRM7 GSDMA GSE1 GSPT1 GSX1 GTF3C4 GUCA2B H2AC20 H2AC21 H2AX H2BC21 HAPLN1 HARBI1 HAS1 HAUS3 HAUS4 HBEGF HBP1 HCFC1R1 HCN4 HDAC1 HDAC6 HDAC8 HDGF HEBP2 HEPACAM2 HES7 HEY1 HHATL HHEX HIC1 HIF1A HK2 HMBOX1 HMGA1 HNF1A HNF1B HNF4A HNRNPA2B1 HNRNPC HNRNPF HNRNPH2 HNRNPK HNRNPL HNRNPR HOMER1 HOXA10 HOXA5 HOXB13 HOXB2 HOXB4 HOXB6 HOXB8 HOXB9 HOXC11 HOXC4 HOXC5 HOXC6 HPCAL4 HPSE2 HR HS3ST2 HS3ST4 HS6ST3 HSCB HSD11B1 HSD17B1 HSD3B7 HSP90B1 HSPA12B HSPG2 HTR1D HYAL1 HYAL2 ID3 IGDCC4 IGF1 IGF2 IGF2BP1 IGFBP5 IGFBP6 IGFLR1 IGSF1 IGSF3 IL17B IL2 IL2RG IL6 IMPDH2 INCA1 INHBE INO80D INPP4A INTS13 INTS9 IQGAP1 IQGAP2 IRF1 IRF2BPL IRF9 IRS1 IRX6 ISL1 ITGA10 ITGA2 ITGA5 ITGA6 ITGB7 ITIH3 ITPKB JADE1 JADE2 JADE3 JAKMIP2 JMJD1C JOSD2 JUN JUP KAT5 KATNB1 KBTBD3 KCNA1 KCND3 KCNH2 KCNH7 KCNJ14 KCNK10 KCNK12 KCNMB1 KCNN3 KCNQ5 KCTD12 KCTD9 KDM3A KDM3B KDM6A KEL KIAA0586 KIF1C KIF3C KIF5B KLC4 KLF10 KLF12 KLF13 KLF3 KLF3-AS1 KLF5 KLF7 KLF8 KLHDC3 KLHL28 KLHL40 KLK12 KLK13 KLK7 KMT2A KMT2E KNTC1 KPNB1 KREMEN1 KRIT1 KRT12 KRT13 KRT14 KRT17 KRT25 KRTAP11-1 KRTAP6-1 KRTCAP2 KYAT1 KYNU LAG3 LAMB2 LASP1 LAT LBX1 LCK LCOR LDB1 LDHD LENEP LGI2 LGI4 LIF LIME1 LIMK2 LIN28A LINC00303 LINC00472 LINC00656 LINC02873 LINC03040 LINS1 LMX1A LMX1B LNPEP LNPK LRFN4 LRFN5 LRP1 LRP2 LRP5 LRRN2 LRRTM4 LUC7L LUC7L2 LY6G6C LYPD1 LYRM1 LYZL6 LZTS2 MAB21L2 MAB21L3 MACROH2A1 MAFF MAG MAGED1 MAGED2 MAN2B1 MAP1A MAP1B MAP1LC3A MAP2K7 MAP3K11 MAP3K6 MAP4 MAP4K3 MAPK3 MAPRE3 MAPT MARCKSL1 MARK2 MAST2 MATN1 MAX MBD3 MBNL1 MCMBP MCTS1 MEA1 MED12 MEF2D MEIS2 MEOX2 MEPCE MEX3B MEX3D MFSD2A MFSD5 MGAT3 MID2 MIR22HG MIR503HG MIR9-1HG MIS12 MKNK2 MLLT10 MLLT6 MMP28 MN1 MNAT1 MNT MORF4L1 MORF4L2 MOV10 MPC2 MPP2 MRPL2 MRPL49 MRTFA MS4A1 MSC MSI1 MSLN MSN MSX2 MTF1 MTF2 MTHFR MTSS1 MTUS1 MTX1 MXI1 MYBPH MYL2 MYL3 MYO18A MYO1C NAA15 NAA50 NAB2 NAT8L NBL1 NCALD NCAM2 NCDN NCOA3 NDN NDRG2 NECTIN1 NECTIN4 NEDD4 NEDD4L NEGR1 NEUROD2 NFATC4 NFE2L1 NFE2L3 NFIX NHLH1 NHLRC2 NID2 NIN NKIRAS2 NKX2-1 NLGN2 NLGN3 NMT1 NOL4 NOS3 NOTCH2 NOTCH2NLA NR1D1 NR2F1 NR3C1 NR4A1 NR4A3 NR5A1 NREP NRG1 NRG2 NRIP3 NRK NTF4 NTN1 NTN3 NTN4 NUFIP2 NUMBL NXPH1 NYAP1 OAZ2 ODF2 OGA OGDH OPRL1 ORAI3 OSR1 OTUB2 OTUD5 OTUD7B OTX2 OVOL2 P2RX3 PA2G4 PAFAH1B1 PAX6 PBX1 PBXIP1 PCBP4 PCED1A PCF11 PCGF5 PCSK1N PCSK2 PDCD10 PDGFB PDIA5 PDK3 PECR PFDN1 PFKFB1 PHACTR3 PHF1 PHF12 PHF23 PHKG2 PHLDB3 PHOSPHO1 PHYHIP PIAS1 PICALM PIGV PIM1 PIM2 PIP5K1B PITPNC1 PITPNM1 PITX2 PJA1 PKIA PKP3 PLA2G4F PLAT PLCB3 PLCD4 PLEC PLEKHA4 PLEKHN1 PLP2 PLPP3 PLS3 PLXNB3 PMP22 PNKD PNKP PODN POGZ POLD4 POLG2 POLR2L POU2F1 POU3F4 POU5F1 PPARGC1B PPFIA2 PPL PPM1B PPM1D PPP1R9B PPP2R2B PPP2R3C PPP2R5A PPP2R5B PRDM1 PRDM10 PRDM13 PRDM14 PRDX2 PRELP PRKAG1 PRKAR2B PRKCE PRKCG PRKD2 PRM2 PROCR PRPH PRR7 PRRX1 PRSS36 PSD PSME1 PTCH1 PTCHD1 PTGDS PTGER1 PTGES PTGR3 PTK2B PTK7 PTMS PTPN12 PTPN6 PTPRF PTPRN PURG PVALEF PXN PYGM PYY PYY2 QPCT R3HDM1 RAB10 RAB11A RAB11B RAB1A RAB25 RAB30 RAB3D RAB5C RAB6A RAB6B RABEPK RAC1 RAD23A RAD23B RAD51B RADIL RALB RALBP1 RAPGEF3 RAPGEFL1 RARG RARRES2 RASA1 RASAL2 RASGRP2 RASIP1 RASL11B RASSF2 RBL1 RBM3 RBMS2 RBMS3 RBP5 RCOR2 REEP4 RFX1 RGMA RGS14 RGS19 RGS8 RHEBL1 RHOA RHOBTB2 RIPOR1 RLIM RLN1 RLN2 RMI1 RNF11 RNF125 RNF38 RNFT1 ROBO3 ROCK1 ROGDI RORA RPL10A RPRD1A RPRD2 RPS6KA3 RPS6KA4 RPS6KB2 RRAD RRAGD RSRC2 RTKN RTN3 RTN4 RTN4RL2 RUNDC3A RUNX3 S100A1 S100A10 S100A14 S100A16 S1PR4 SALL1 SAMD1 SAP130 SBF2 SBSN SCAMP5 SCARF1 SCARF2 SCN3B SCN8A SEMA3B SEMA3G SEMA4C SEMA6A SEMA6C SEMA7A SEPTIN3 SEPTIN7 SERPINB5 SERPINB7 SERPINE1 SERPINI1 SERTAD4 SESN1 SEZ6 SEZ6L SFRP1 SFSWAP SH2D3C SH2D6 SH3BGRL SH3BGRL2 SH3BP1 SH3GLB2 SHC1 SHH SHKBP1 SHROOM1 SIAE SIK2 SIKE1 SIX2 SIX4 SKIDA1 SKIL SLC12A4 SLC12A5 SLC12A6 SLC16A2 SLC25A24 SLC25A37 SLC2A4 SLC37A4 SLC38A5 SLC39A14 SLC39A4 SLC39A6 SLC41A1 SLC43A2 SLC4A1 SLC6A11 SLC6A20 SLC9A1 SLC9A5 SLC9A6 SLCO2B1 SLITRK2 SLITRK3 SMAD2 SMAD6 SMARCA1 SMARCA2 SMARCB1 SMTNL2 SNX12 SOCS1 SOSTDC1 SOX10 SOX14 SOX15 SP2 SP4 SP7 SPA17 SPAG9 SPARC SPEG SPEN SPHK1 SPOP SPRR1A SPRY2 SPRY4 SPTAN1 SPTB SPTBN4 SPTY2D1 SQSTM1 SRCIN1 SREBF2 SRF SRRM4 SRSF1 SRSF2 SRSF6 SSBP3 SSBP4 SSTR3 ST3GAL2 ST8SIA1 STAG1 STAG2 STAG3 STARD13 STAT3 STAT6 STK10 STMN2 STMN4 STRA6 STRN3 STX12 SYNCRIP SYNPO2L SYT6 SYVN1 TAB2 TAFA1 TAFAZZIN TAL1 TAOK1 TAOK2 TAX1BP3 TBCC TBCK TBX3 TBX5 TCEA2 TCEAL9 TCF4 TCTA TEAD2 TEAD3 TFAP2B TFR2 TGFB3 TGFBR1 THBS3 THOC6 THPO THRA THRAP3 TIE1 TIGD4 TIMM10B TIMM9 TLK1 TLN1 TLNRD1 TLX2 TMEM119 TMEM127 TMEM139 TMEM151A TMEM169 TMEM187 TMEM270 TMEM88 TMEM8B TMSB4XP8 TNFRSF13C TNIP1 TNKS1BP1 TNNC1 TNNI2 TNPO2 TNPO3 TNS1 TNXB TOB1 TOB2 TOGARAM1 TOM1L1 TOMM40L TOR1AIP2 TP53 TP53BP1 TPI1P2 TPM3 TPPP3 TRAF4 TRAPPC3 TREML2 TRERF1 TREX2 TRHDE TRIB2 TRIM27 TRIM39 TRIM41 TRIM46 TRIM55 TRIM8 TRIR TRMT112 TRPC5 TRPC7 TRPM6 TRPV2 TSPAN1 TSPAN13 TSPAN17 TSPAN4 TSPOAP1 TTC9B TTN TUB TUBA4A TUBA4B TUBB4A TUBGCP6 TUFT1 TXLNG UBA1 UBALD1 UBE2B UBE2D3 UBE2F UBE2W UBE2Z UBE3A UBE4B UBQLNL UNC45B UNG USF2 USP12 USP2 USP50 UTP18 VCAN VCL VIM VPS16 VSIG2 VWA1 WAC WASF2 WASL WBP1 WBP1L WDR13 WDR47 WDR81 WFDC5 WNK4 WNT2 WNT3 WNT3A WNT5A WNT6 WNT9A WRAP53 WRN WWP1 XPO7 YBX2 YBX3 YPEL4 YTHDF2 YTHDF3 YWHAE YWHAG YWHAQ YWHAZ ZBED5 ZBTB11 ZBTB32 ZBTB37 ZBTB5 ZBTB7A ZBTB9 ZCWPW1 ZDHHC14 ZDHHC8 ZEB1 ZFAND5 ZFP91 ZFPM2 ZFYVE1 ZHX2 ZIC2 ZIC4 ZIC5 ZMAT4 ZNF143 ZNF287 ZNF296 ZNF385A ZNF436 ZNF436-AS1 ZNF462 ZNF503 ZNF512 ZNF513 ZNF516-DT ZNF521 ZNF532 ZNF579 ZNF593 ZNF710 ZNF800 ZNF821 ZNF827 ZSWIM3 GGGYGTGNY_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GGGYGTGNY_UNKNOWN ABCB6 ABHD2 ABI1 ABI3BP ABR ACBD3 ACBD5 ACTB ADAM17 ADCK5 ADCY10 ADCY8 ADGRF1 ADGRF3 ADH1A ADH1B ADH1C ADISSP ADRB1 ADSS2 AGO1 AHNAK AKT1 ALDH16A1 ALDH6A1 AMOT ANKRD40CL ANKRD55 ANXA2 AP2B1 AP3D1 AP4M1 APBB1 APLP2 APOD APOLD1 ARFGEF1 ARHGAP36 ARL4A ARMCX1 ARMCX2 ARMCX6 ARPC1A ASAP2 ATAT1 ATF7 ATL1 ATL2 ATN1 ATOSB ATP10D ATP1A1 ATP1A3 ATP2C1 ATP5MC2 ATP7B ATXN7L1 AVPI1 B4GALT6 BCL11A BCL2L13 BCLAF1 BCS1L BDNF BEND7 BET1 BHLHE40 BLOC1S3 BMP6 BMPR2 BOC BTD C16orf87 C17orf80 C1orf198 C3orf14 C6orf136 CACNA1B CACNG4 CALCOCO1 CALHM2 CALHM3 CALM2 CAMKK1 CAMLG CAMTA2 CANX CAP1 CAPNS2 CAPRIN1 CAST CATSPER2 CAV1 CBX8 CCDC107 CCDC88A CCDC90B CCN5 CCNI CD22 CD44 CDC42SE1 CDH13 CDH5 CDHR5 CDK16 CDK17 CDK5 CDK6 CDKN2B CELF1 CELF3 CELF6 CEP68 CHD2 CHD4 CHD5 CHL1 CHRNB1 CKMT1B CLDN3 CLDN7 CLEC11A CLEC18C CLIC4 CLPB CNNM2 CNTFR COL11A2 COL13A1 COL1A2 COL6A3 COL9A1 COQ6 COQ8B CORO7 CPNE6 CPT1A CRISPLD2 CRK CRLF1 CRMP1 CRYZL1 CSK CSRNP1 CTF1 CTTNBP2NL CYP2W1 DAAM1 DACH2 DALRD3 DBI DBP DCP2 DCTN2 DCX DDAH2 DDIT4 DENND2D DENND6A DEPDC1B DGKZ DHX35 DIABLO DLL4 DNAJB1 DNAJC14 DOCK9 DOLPP1 DPAGT1 DPYSL2 DPYSL5 DSG1 DTX1 DYNC2I2 DYNLL1 E4F1 EDIL3 EEFSEC EFNA3 EFNB1 EFS EIF1 ELAVL3 ELF4 ELL EML2 EPB41L3 EPB41L4B EPHB2 ERGIC3 ERLIN2 ERO1B ETV4 EXOC6 EXOC7 FAF1 FAM104A FAM110A FAM117A FAM13B FAM161B FAM20A FAM20B FAM76A FAR1 FARP1 FBXL2 FES FEV FGD1 FGFBP1 FGFR2 FGFRL1 FHL1 FKBP1A FKBP2 FLNA FLNB FOSB FOXJ2 FRY FUT1 FXYD3 GABRA3 GAP43 GCC2-AS1 GCHFR GDA GDPD3 GIGYF2 GMIP GNAI2 GNG11 GNMT GOLGA5 GPC2 GPC4 GPR22 GPX4 GRIA1 GRK5 GRK6 GRM3 GSE1 GSK3A GTF3C6 H1-4 H2BC5 H6PD HAS1 HCFC1R1 HCK HIF3A HLX HMGCS1 HMGN3 HNRNPD HNRNPL HNRNPR HOOK3 HOXB4 HPCA HS3ST3A1 HSD17B10 HSD17B8 HSPA5 HYCC1 IFRD1 IGDCC4 IGFBP3 IGSF1 IKZF4 IL7 ILVBL IMP3 INKA1 INTS4 IPPK IQGAP1 IST1 ITGA3 ITGB4 ITPKC ITSN1 JADE2 JAG1 JAKMIP1 JUP KAT5 KCNA6 KCNAB2 KCNC1 KCND1 KCNE5 KCNH2 KCNH4 KCNH8 KCNK13 KCNK3 KCNK7 KCNN4 KDELR2 KIF4A KIF5A KLF13 KLF5 KLHL35 KLK3 KMT2E KPNA4 KPNB1 KRT10 KRT25 KRT33B KRTAP13-1 KRTAP13-2 LAMB3 LAMC2 LAMP2 LAMTOR2 LCTL LENG8 LGALS1 LGALS3 LGI4 LIX1 LMF2 LMX1A LMX1B LPAR4 LRRC59 LRRN2 LSM12 LTB4R LUC7L2 MAGED2 MAGEE2 MAGEL2 MAGOHB MALL MAP1B MAP4K3 MAP4K5 MAPK6 MARCHF8 MBLAC2 MBOAT7 MCM7 MCU MCUB MDK MEF2D MFN2 MGAT4B MGST3 MIEF2 MIEN1 MIR137HG MIR22HG MIRLET7BHG MITF MLLT11 MMP1 MORC3 MORF4L2 MOSPD3 MOV10 MPP2 MRPL48 MSANTD2 MTFR1 MTMR3 MTPN MYADM MYCL NAB2 NADK NAPA NAPB NAV2 NCAM1 NCAPH2 NCKAP5 NCOA2 NCOA3 NDRG1 NDUFAF3 NEK8 NELL2 NFATC1 NFKB2 NFYA NKX2-3 NKX6-3 NLN NLRP6 NOSTRIN NOVA2 NR2F6 NR3C1 NR4A3 NRG2 NTRK2 NUAK2 NUCB1 NUP93 NXPH4 NYAP1 OARD1 OGT OLFM2 OSER1 OSM OSR1 OVOL1 OVOL2 PACS1 PAFAH1B3 PAK3 PAK4 PALM PARP12 PAX9 PCBP4 PCDH9 PDE11A PDIA5 PDIK1L PDLIM5 PDLIM7 PDZD11 PDZD2 PER1 PERP PHF1 PHF20 PHF21A PHOX2B PI15 PIGU PIH1D1 PIK3AP1 PKLR PLA2G15 PLCB3 PLEC PLP2 PLPPR2 PLS1 PLXNA3 PLXNC1 PMP22 PODN POF1B POLR3G POU2AF1 POU5F1 PPFIA2 PPP1R12A PPP1R14D PPP2CA PPP3R1 PPRC1 PRKAG1 PRKCG PRMT1 PRR16 PRR7 PRRC2A PRRG1 PRUNE2 PRX PSD PSMD1 PTK2B PTK7 PTOV1 PXN RAB10 RAB11B RAB30 RAB39A RAB6B RAB8A RAB8B RABEP2 RALBP1 RALGPS2 RAMP2 RAP2C RAPGEFL1 RARB RARG RASL10B RBBP7 RBM11 RBM14 RBM3 RCOR2 RDH11 REEP6 RGS14 RGS3 RGS8 RHBDL3 RHOQ RIN1 RNF111 RNF152 RNF170 RNF19B RORA RPS6KA3 RPS6KA5 RTKN RTL3 RTN1 RTN4R RYBP S1PR1 SAP130 SAR1A SARM1 SCML2 SCN4A SCN8A SCT SEC11A SEC14L3 SELENOS SEMA3B SEMA6A SENP2 SENP3 SERPINB5 SEZ6L SFN SGO2 SGTB SH2D3C SH3KBP1 SH3RF1 SHOX2 SIK3 SLC16A10 SLC25A12 SLC25A21 SLC25A28 SLC2A4 SLC31A2 SLC35B1 SLC38A2 SLC43A1 SLC4A2 SLC7A1 SLC7A8 SLCO4A1 SLITRK1 SMAD5 SMARCB1 SMOC1 SMYD5 SNX2 SOST SOWAHA SOX12 SPAG17 SPAG5 SPEG SPINK7 SPOCK2 SPPL3 SRFBP1 SRGAP2 SRPX ST20-AS1 STAG2 STAG3 STAT6 STMN1 STMN4 STRADB STX1A STX5 STXBP2 STYK1 SUCO SUV39H1 SYNE1 SYNGR4 TAB2 TCF7L1 TENT5A TENT5B TFAP4 TFE3 TFF2 TGFB1I1 THOC6 THRA TIE1 TMED1 TMEM106C TMEM143 TMEM184B TMEM229B TMEM50A TMEM88 TMOD3 TMX4 TNFSF13 TOMM40L TP53INP2 TRAK2 TRAPPC14 TRAPPC6A TRERF1 TRIB2 TRIM47 TRPV2 TSEN34 TSPAN6 TTLL1 TUBA1A TULP2 TUSC3 TXNRD1 TYRO3 UBA6 UBL3 UBQLN4 UBR4 UCHL1 UCHL3 ULK2 USP14 USP15 USPL1 UTP14C VAMP2 VASH1 VAT1 VGLL4 VIM VSIG1 VTI1B VTN WASF2 WDR1 WDR20 WDR25 WDR44 WDR48 WDR81 WEE1 WNT3 WNT5A WSB1 XK XPO1 XPO7 YBX2 YWHAH YWHAZ ZBTB32 ZBTB37 ZBTB41 ZBTB45 ZBTB47 ZBTB9 ZC2HC1C ZEB1 ZFAND3 ZFP82 ZFX ZFY ZMYM3 ZMYM5 ZNF335 ZNF367 ZNF414 ZNF775 ZNG1A ZNG1B ZNRD2 GKCGCNNNNNNNTGAYG_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GKCGCNNNNNNNTGAYG_UNKNOWN ABCE1 ACO2 ADPGK AK8 ANAPC10 AOPEP ATG5 BAP1 BCL2L2 BRMS1 CCDC191 CCDC86 CNOT7 COQ7 DHRS1 DNAJB11 FAU GPAM GTF3C2 LCMT1 LDAH MECR MFN2 MRPL49 MUL1 NEK1 NFX1 NOP9 NUBPL NUP133 NUP153 NUP155 NUP42 ORMDL3 PHF20L1 PHF5A PHF7 PINX1 PSMB2 PSME3 PWP1 QTRT2 RANBP2 RCE1 RFC1 RNF141 RNF7 RNPS1 SENP2 SNF8 SPACA9 STRADB TRAK2 TRMT61B UBE4A UXT VPS37A ZC3H18 ZNF367 ZNF644 GRE_C https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRE_C ADK ADNP ANGPTL2 AP4M1 ARPP21 ARX ATF7 ATP1A3 ATP5MC3 BARHL2 BDNF BTK CAMKV CCN2 CDKL5 CDKN2C CHD6 CHST9 CSNK1G1 CUZD1 DCHS2 DCX EEF1B2 EGR1 ELAVL4 ERCC6L2 EVA1C FAM53C FERD3L FGF17 FRY GAB2 GLYR1 GNB1L GPD1 HOXA3 HOXC4 HOXC6 IKZF2 JPH1 KCNA5 KCTD15 KIF13A KRT222 LHX6 LINC01565 LMO3 LMOD1 LOXL1 LRR1 LRRC8A LRRN3 LSAMP LUC7L LZTS2 MAPK6 MARCKSL1 MBNL2 MCM7 MEA1 MED13 MEF2C METAP1 MIDEAS MT2A MYCT1 MYL3 MYOM3 NCKAP5 NDUFS1 NNAT NOTCH4 NPR2 NR2F1 NRG1 NSD1 ONECUT2 OPA3 OTX1 PATL1 PAX3 PIK3R1 PRDM1 PRDM14 PRG4 PRKAG1 PRRX1 RAB10 RAB11A RBM24 RIMS2 ROS1 RRAGD RTKN RTL10 SALL2 SCNN1A SEMA3A SF3B1 SHCBP1L SLC6A11 SLC7A2 SMPX SNORC SNX16 SORL1 SREK1 SRSF6 ST13 TANK TCF12 TGIF1 TIAL1 TMEM115 TMOD3 TRIM54 TRIM63 TRMT9B TSSK1B TSSK3 TXNIP UBE3A WDPCP WIF1 WT1-AS XPNPEP3 ZMYND8 ZNF513 ZNF532 GR_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GR_01 ACBD3 ADAMTSL1 ADCY6 ADGRB3 ADNP AMOT AMY2A ARHGAP6 ATF7IP ATG2B BCL6 BDNF BHLHA15 BHLHE22 BHLHE40 BRINP3 C9orf131 CA5B CALCRL CASZ1 CCDC126 CD36 CD52 CD96 CDKN1A CER1 CNGB3 CPB1 CPEB4 CTNND2 CUEDC1 CXCL14 CYLD DLL4 DLX2 DLX3 DNAJA2 DNAJC3 DOCK4 DOLPP1 DST DSTN DUSP10 E2F4 EEF1B2 EFNA1 EIF4ENIF1 ELAVL4 ELMO1 EMILIN1 ENPP2 ENTREP1 EPB41L3 EPG5 EPHA7 ETS1 FEN1 FES FGF17 FIGN FILIP1 FSTL5 G3BP2 GATA3 GCNT3 GDNF GPBP1 GRB2 GSDMA HAUS4 HEPACAM2 HIVEP1 HOXA2 HOXB7 HOXC4 HOXC6 HTR2C IKZF2 IP6K2 ISL1 ITGA6 ITPR3 JMJD1C JPH1 KANSL1 KCNH5 KCNJ1 KCNK10 KCTD4 KHDRBS1 KIZ KLF5 KLHL23 KLHL5 KRT20 KRTAP11-1 LAMTOR3 LARP4 LGI1 LIN54 LOX LRRC17 LUC7L3 MAP1B MBIP MBNL2 MBP MIR7-3HG MPZ MTMR10 MYH4 NCDN NCKAP5 NDST2 NDUFS1 NEDD4 NEXN NIPBL NLK NSD1 NUFIP2 OR2L13 OTP OTX1 PAF1 PAK1IP1 PARP8 PCDH8 PHF21A PMCHL1 PMCHL2 PPP1CC PRDM1 PROX1 PRRX1 PSENEN PUM2 PXN PYGM RAB1B RAB37 RANBP6 RANBP9 RBBP7 RBM3 RBX1 RCN1 RELCH RERE RGS3 RNF38 RTL3 SCNN1A SDC1 SEM1 SEMA3A SEMA4C SENP3 SH2D1A SHISA6 SKIL SLAIN1 SLC12A8 SLC7A11 SLC9A1 SORBS1 SREK1 SRGN SRSF6 STK35 SYNCRIP TBL1XR1 TCF12 TEAD2 TIE1 TIMD4 TLCD3B TMEM258 TMEM86A TNIP3 TNMD TNNC1 TNS2 TRIM63 TSSK3 TUBB4A U2AF1L4 UBE3A UBR1 USP54 VCP WBP11 WDR49 WFIKKN2 WNT4 WNT8B WNT9A ZIC2 ZMYND8 ZNF277 ZNF532 ZNF654 ZNF775 GR_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GR_Q6 ABCD2 ACKR1 ACVR2A ADAMTSL1 ADCY6 ADGRB3 ADIG ADNP ADORA1 AFF3 AGAP3 ANTXR1 AP4M1 ARFIP2 ARHGEF19 ASB2 ASF1A ASXL2 ATP5MC3 AUTS2 B3GALT2 B4GALT5 BCLAF3 BHLHE40 BNC2 BRINP3 BTK C1orf43 C9orf131 CA14 CALCR CBLN4 CCDC126 CD109 CDK2AP1 CDKN1A CEACAM4 CHAT CHRM1 CHST9 CLC CLEC1A CNTN4 COLQ CRCT1 CRHR2 CTNND2 CXCL14 DAAM2 DAW1 DCHS2 DEFB119 DLG2 DLG5 DLX1 DLX3 DRG2 DTX2 ELAVL2 ELAVL4 ENOX2 ESR1 EYA1 FANCB FBXW4 FBXW7 FES FGD4 FGF12 FGF13 FGF17 FGF9 FLRT3 FOXP4 GBE1 GCNT3 GDNF GFOD1 GIPC2 GLRA2 GNB1L GOLGA2P11 GOT2 GPBP1 GPHA2 GPRC6A GREB1 GRP GYS1 H3-3B HAPLN1 HAUS3 HMGB1 HMGN5 HNMT HOXA11 HOXA2 HOXB7 HOXD10 ICMT-DT IKZF2 INSM1 IP6K2 JPH1 JPH2 KCNA5 KCND2 KCNV1 KLF5 KLF8 KLHL7 KRT10 LAMB1 LARGE1 LARP4 LGI3 LHX6 LIFR LINC00114 LINC00670 LINC01565 LMO3 LOX LRCH2 LRR1 LRRFIP1 LRRTM3 LUC7L3 LURAP1L LYSMD2 MAP3K19 MARCKSL1 MBNL1 MBOAT2 MBP MCM7 MEIS2 MIA MID1 MIR22HG MITF MMP7 MOAP1 MOSPD2 MPZ MYH4 NCAM1 NCDN NDST2 NDST4 NEGR1 NEUROD4 NKX2-8 NLRP10 NNAT NOG NOTCH4 NR1H4 NR2F1 NT5C3A ONECUT1 ONECUT2 PABPC4 PAK1IP1 PARP8 PAX2 PAX7 PCDH18 PCDH8 PDE2A PDE6D PGGT1B PI4KB PKP4 PLAG1 PLAGL1 PMCHL1 PMCHL2 PPM1A PPP2R2B PRDX2 PRG4 PRKAG1 PRKCG PRRX1 PRX PSEN1 PTMS PTPDC1 QRICH1 R3HDM2 RAB1B RAB30 RAB3C RANBP9 RAPGEFL1 RARA RBM23 RBM24 RBM3 RBMS1 RCN1 RCOR2 RELCH RERE RESF1 RGS3 RIMS2 RIPOR1 RNF38 RRAGD RTL10 RTL3 RUVBL2 SCARB2 SCHIP1 SDC1 SETBP1 SGK2 SH2D1A SHOX2 SIX1 SLC18A3 SLC32A1 SLC38A2 SLC9A9 SNORC SPEM1 SREK1 SRGN SRPK2 STK3 SUN2 SYNCRIP TAAR2 TAS2R60 TEAD1 TEF TFAP2D TGIF1 TIMM8A TMEM101 TMOD3 TNMD TNNI1 TRAF6 TRIP11 TSC22D3 TSSK3 TXNIP TYRO3 UBE2Z UBR2 USP2 USP54 VASN VAX1 VCPKMT WASF2 WDR81 WFIKKN2 WNT4 WT1-AS WWP2 YARS1 ZBTB32 ZEB2 ZMYND8 ZNF205 ZNF385B ZNF423 ZNF532 ZNF654 ZNF771 ZP3 GR_Q6_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GR_Q6_01 ABCG8 ADGRD1 ADGRG6 ADISSP AFF3 AKAP5 AKAP7 AKNAD1 AMOTL1 ANK3 APBA1 AQP4 AQP4-AS1 ARG2 ARL4C ARPP21 ATP8A1 ATRNL1 B3GNT5 BACH1 BCL7A BHLHA15 BNIP2 BRME1 BRS3 C19orf48P C22orf31 C2CD2L C6orf62 CALD1 CAMLG CASZ1 CCDC140 CCDC6 CCM2L CDC42EP4 CDH2 CDKN1B CER1 CHAT CHST9 CIART CPA3 CPNE1 CREBBP CSNK1G1 CTNND2 CUEDC1 CXCR4 CYB5R4 DCUN1D3 DHX29 DHX38 DHX40 DLG2 DLX2 DLX3 DNAAF6 DND1 DOK1 DPF3 DYNLL1 EDARADD EFNA1 EHF EIF2B4 EIF4G2 ELAVL2 ELAVL4 ELF5 ELOVL4 EMILIN1 ENOX2 EP300 EPB41L3 EPHA7 ETS1 ETV6 EYA2 F11 FAM117A FANK1 FEM1C FEN1 FGD4 FOXA1 FRA10AC1 GASK1B GCNT3 GEN1 GIPC2 GMPR2 GOLGA2P11 GPANK1 GPM6A GREB1 GRP HOXA2 HOXB3 HOXB5 HOXB7 HOXC4 HOXC5 IKZF4 IL1RAPL1 ITPR3 JMJD1C KANSL1 KCNK10 KCTD15 KHDRBS1 KLF3 KLF3-AS1 KLHL5 KMT2D KRT23 LASP1 LBX1 LCOR LEAP2 LGI1 LINC00472 LINC02880 LINGO1 LOX LOXL3 LRMDA LRRC37BP1 LRRTM3 LTBP3 LUC7L3 LYRM1 MAGEC3 MAGED1 MAP1B MARCHF7 MARCKSL1 MASP1 MBNL2 MBOAT2 ME1 MMP11 MMP14 MPZ MRM1 MRPS18B MTMR10 MTREX MYCBP MYH4 NCDN NCKAP5 NCOA3 NDST2 NDUFAF4 NEDD8 NEUROD6 NHLH1 NIPBL NLK NOG NPEPPS NRP2 NSD2 NSD3 NUDT16 NUDT16L2P NUP62CL OLFML2A OPN1SW OTX1 OTX2 PACSIN3 PARP8 PAX2 PAX3 PCBP4 PCDH1 PCDH8 PCDH9 PDAP1 PDCL2 PDGFB PDYN PDZD2 PHF21A PHF3 PLSCR3 PMCHL1 PMCHL2 PPM1B PPP1R10 PPP2R3A PRDM1 PRKCG PROK2 PRRG4 PSEN1 PXN QKI QRICH1 R3HDM2 RAB3GAP2 RBM4B RBX1 RCN1 RESF1 RND1 RNF13 RNF152 RORA RREB1 RSRC1 RTKN RUNX1T1 SCHIP1 SCNN1A SDC1 SEC24D SEMA4C SESN3 SESTD1 SF3B4 SGMS2 SIX1 SLC18A3 SLC25A10 SLC2A2 SLC35D1 SLC38A2 SLC7A11 SMAD6 SMC6 SMG9 SNX17 SRGN SSH2 ST13 STMN1 SULT2A1 SV2B SYNCRIP SYT6 TBL1XR1 TCN2 TEAD2 TECTA TERF2 TET2 TGIF1 TIMD4 TMEM258 TNMD TNNT3 TPM1 TRIP11 TSPAN8 TUBB2B TUBB4A TXNL4B TYRO3 UBE2K UBL4A WDR49 WFIKKN2 WNT4 WNT8B WT1-AS WWP2 XPNPEP3 ZBTB45 ZC3H11A ZIC4 ZNF24 ZNF423 ZNF436 ZNF436-AS1 ZNF516-DT ZNF532 ZNF654 ZP3 GTCNYYATGR_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GTCNYYATGR_UNKNOWN ADISSP AP1S1 ATP1A3 AZIN1 C10orf67 C22orf15 CABS1 CAMK2A CARF CASZ1 CCDC102A CCDC121 CCDC148 CCDC34 CERS1 CFAP107 CFAP36 CFAP52 CIPC COX8A CRYAB CSMD3 CTAGE1 DAAM1 DAGLA DCX DNAH12 DOC2A DPH3 EHBP1 ELAPOR1 EMC10 EPG5 ERF ETS2 FBXO15 FIS1 GALNT2 GDF1 GMPPB GON7 GPN1 H1-10 HBP1 HOXA2 HOXB6 HPCAL4 HSPB2 ID1 JMJD1C JOSD2 JUN KCNMB3 LINC01973 LMNTD1 LRATD1 MAPK10 METRN MLEC MRPS10 MTF1 MTX1 MYCBP NDST1 NDUFAF3 NLGN3 NUP153 ODC1 ODF2 OXNAD1 PANK2 PBXIP1 PGS1 PHC1 PHTF1 PKP4 PNMA8A PPM1E PTPDC1 RAPGEFL1 RARG RING1 RIPOR1 RNF10 RNF213 RRAD RRAGB SALL1 SCUBE3 SEM1 SIK2 SIX6 SKIL SLC35A1 SLC37A1 SPAG8 SRSF6 ST13P4 STOML2 STX8 SULT2A1 TAOK2 TBC1D20 TBPL1 TEX26 THADA THBS3 TIMM21 TM4SF4 TMIE TP53BP1 TPPP3 TSPAN5 TUBA1A UBL4B UBR7 WDR54 WNT4 YBX1 ZNF287 GTGACGY_E4F1_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GTGACGY_E4F1_Q6 AAMP ABCC1 ADAM10 ADIPOR1 ADNP ADNP2 ADPGK ADRB2 AFF4 AGPAT1 AKIRIN1 ALKBH5 AMD1 ANK2 ANKRD17 ANKS1A ANXA7 ARF4 ARFGEF1 ARG2 ARHGAP44 ARIH1 ARL2 ARL4D ARMCX6 ARTN ASPHD1 ATAT1 ATF1 ATG5 ATL1 ATP6AP2 ATP6V0C ATP6V0D1 ATP6V1A B3GALT2 BAP1 BCL11A BCL11B BCL2L11 BCS1L BECN1 BEX1 BEX3 BHLHE40 BLVRB BOD1L2 BRAF BRCA2 BTAF1 C11orf87 C1orf122 C1orf35 C1orf43 C2orf49 C6orf62 CA10 CAAP1 CABP1 CAGE1 CALM2 CALY CARF CASK CBX8 CCDC148 CCDC186 CCDC59 CCN1 CCND2 CCNI CCNT1 CCT6B CD2AP CDC14B CDC26 CDK2AP2 CDKN1A CDX2 CEP44 CEP55 CEP57 CFAP68 CHD5 CHGB CHMP1B CHPF CHUK CIAO1 CLDN3 CLDN6 CLDN7 CLSTN3 CMSS1 CMTR1 CNPPD1 CNTROB COL4A5 COL4A6 COPS2 COQ10A CREB1 CRELD1 CRH CRY2 CSDE1 CSTF3 CTC1 CTCF CTDSP1 CTIF CUL5 CXADR CXCL16 CYB5D2 CYP51A1 CYSTM1 DACT1 DBF4 DCAF11 DCTN3 DCUN1D4 DDX3X DDX3Y DDX50 DDX51 DDX6 DEPDC4 DHX29 DHX36 DIABLO DLST DMTF1 DNAJA1 DNAJA4 DNAJB4 DNAJC27 DNAJC9 DNTTIP1 DOCK9 DPF3 DRD4 DSG2 DST DUSP1 DUSP4 DUSP5 E2F5 EDEM1 EGR1 EGR2 EGR3 EGR4 EHD4 EIF1 EIF5A ELK4 ELL2 ELOVL5 EMSY EN2 ENDOV ENKUR ENSA ENTPD4 EPHA2 ERC1 ERF ERLIN1 EVA1C EVX1 FAM217B FAM50A FAM76B FAU FBXL2 FBXO28 FBXO8 FDX1 FHOD1 FIZ1 FKBP7 FLT1 FLT3 FOSB FOXA1 FOXD3 FOXRED1 G3BP2 GALK2 GDNF GEM GGA1 GGT7 GIGYF2 GJD2 GK GLI1 GLOD4 GLYR1 GMPPB GNAS GNB1 GNB2 GNG4 GNL1 GNL2 GOLGA2 GOLGA5 GPALPP1 GPBP1 GPC6 GPR3 GRB2 GRM3 GRPR GRWD1 GSKIP GSTCD GTF2A1 GTF2F1 GTF3C1 H3C1 H4C1 H4C5 H4C8 HAPLN1 HDX HERPUD2 HK2 HM13 HMBS HMOX2 HNRNPH1 HOXA1 HOXA3 HOXA9 HOXC10 HS3ST3A1 HTN1 ID1 IDH3G IFT20 IFT57 IKBKB IL1RAPL2 IL22 IL6 ILRUN ING4 INTS12 IPO11 IRF2BPL IRX6 ISCU ISG20L2 ITFG2 JADE1 JOSD1 JUNB JUND KAT5 KAT7 KCNA2 KCNA6 KCNQ5 KDELR1 KDELR2 KDELR3 KDM2A KIAA0825 KIF17 KIF1B KISS1 KLF9 KLHL1 KLHL12 KLHL7 KNL1 KYAT1 LAYN LCMT1 LCMT2 LDAH LETM2 LGR5 LHX5 LINC00649 LINC03040 LMTK2 LRP8 LRRC59 LRRTM1 LTBP1 MAF MAFF MAOA MAP1LC3A MAP3K10 MAP3K13 MAPK6 MARCHF6 MAST1 MASTL MBNL1 MCAM METTL25 METTL25B MIEN1 MINK1 MIR22HG MLF2 MLLT10 MMGT1 MORF4L2 MPZL3 MRC2 MRM3 MRPL49 MRPS18B MRRF MSANTD2 MTF1 MTHFD1L MTREX MYL6 MYNN MYO1E NAA50 NAB2 NAP1L2 NAT14 NCAPH NDEL1 NDUFA10 NDUFA13 NDUFA4L2 NDUFB2 NDUFV1 NDUFV1-DT NEK1 NEURL1 NEUROD2 NEUROD6 NF1 NFKB2 NINJ1 NIT1 NKX2-2 NKX2-3 NMNAT2 NMRAL1 NOC4L NOL4 NOLC1 NOS1 NR1H2 NR2C1 NR4A1 NR4A2 NR4A3 NR6A1 NRK NT5C3A NTMT1 NTN4 NTRK2 NUBPL NUFIP1 NUP42 NUP98 ODF2 OGDH ORAI3 ORMDL3 OSBP OSR1 PAFAH1B1 PAK2 PAK3 PAN2 PAQR9 PBRM1 PCDH10 PCDH7 PCIF1 PCNP PCSK2 PDE7A PDLIM3 PDP1 PDPR PDXDC1 PDZD7 PDZD8 PEPD PER1 PEX11G PFAS PFDN2 PHACTR3 PHC1 PHF20 PHF7 PHF8 PHLPP1 PHOSPHO1 PIAS4 PICK1 PITPNM1 PITX2 PKIB PKP4 PLCD3 PLEKHH3 PLK2 PLK4 PLPBP PNKD PNMA3 PNMA6A PNRC1 POLB POLDIP3 PPARGC1A PPIL4 PPM1A PPP1R10 PPP1R11 PPP1R15A PPP1R3D PPP2R1A PPP2R2A PPP6C PRDM13 PRKACA PRKACB PRKAR2A PRPF4 PRPF6 PRR3 PSENEN PSMB8 PSME3 PTGES3 PTGR3 PTMA PTOV1 PTP4A1 PTPN23 PTRH2 PURB QRICH1 R3HCC1L RAB18 RAB2A RAB3A RAB5C RAB7A RAD51C RANBP2 RASD1 RASGRF1 RBBP6 RBBP7 RBBP8 RBM18 RBMS2 RBP5 RCAN1 RCE1 RELA RELB RERE RETREG2 RFC4 RFT1 RHOBTB1 RING1 RIOK1 RIPK4 RLF RLIM RNF141 RNF40 RNF44 RNF5 RNF7 RPL13A RPL18 RPL41 RPRD1A RUNDC3A RUSC1 RUSC1-AS1 S1PR2 SALL1 SAMD10 SARAF SART3 SCAMP5 SCG2 SEC22A SEC24B SECISBP2 SELENOK SEMA3B SENP2 SENP3 SERINC1 SETX SF1 SGF29 SGIP1 SIK1 SKIDA1 SKP1 SLC18A2 SLC25A25 SLC25A3 SLC25A37 SLC25A40 SLC30A5 SLC31A1 SLC34A3 SLC38A2 SLC39A13 SLC66A2 SLC6A15 SLC6A4 SLC9A5 SMARCA5 SMARCD1 SMIM14 SMS SOAT1 SOX10 SPAG4 SPATA2 SPATA2L SPATA7 SPHK2 SPINK5 SPTBN4 SRGN SRPRA SRRM4 SRSF1 SRSF5 SSBP3 SSR4 SSTR2 SSTR3 ST8SIA4 STAG1 STAMBP STAT3 STT3A STX5 STXBP3 SUCO SULT4A1 SUMO1 SYNGR3 SYNJ1 TACR1 TAF10 TAF11 TAFA1 TAGLN2 TAOK2 TAX1BP1 TBC1D23 TBX20 TBX5 TCEAL1 TCEAL9 TERF2 TEX14 TFCP2 TFIP11 TFRC TGFB2 THADA THNSL1 THRA TLE3 TLNRD1 TMEFF1 TMEM127 TMEM165 TMEM187 TMEM243 TMEM263 TMEM59L TMEM86A TMEM9B TNFAIP1 TNFSF12 TNFSF12-TNFSF13 TNKS TNKS2 TOMM40 TP53INP2 TPT1 TRA2B TRAP1 TRAPPC1 TRIB1 TRIM39 TRMT61B TSC22D2 TSC22D3 TSG101 TSHZ2 TSPAN7 TSPYL5 TSSK6 U2AF1L4 UBA52 UBB UBE2D3 UBE2H UBQLN2 UBR4 UBR5 UFC1 UMPS USP2 USP8 VAMP2 VCPKMT VIP VMP1 VPS37B WDR1 WDR48 WDR81 WFDC3 WNT10A WSB1 XBP1 XPNPEP1 XRCC2 YIPF6 YJU2B YME1L1 YRDC YTHDC1 YWHAG ZBTB11 ZBTB20 ZBTB7A ZC3H10 ZCCHC24 ZCCHC9 ZEB2 ZER1 ZFR ZFY ZMYND15 ZNF184 ZNF23 ZNF367 ZNF516-DT ZNF524 ZNF644 ZNF687 ZNF711 ZNF830 ZZEF1 GTGGGTGK_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GTGGGTGK_UNKNOWN A2M AARSD1 ABCD1 ACSL4 ACVR1C ADD3 ADISSP AGO1 AGR2 AHCYL1 AMMECR1L ANKRD13B APOBR APP ARFGEF1 ARHGAP6 ARPC2 ASIC2 ASIC4 ATL1 ATOSB ATP1B4 ATP2B3 ATP2B4 ATP5MC1 BAG1 BAHD1 BARHL1 BASP1 BCAP31 BCL11A BCOR BCS1L BHLHE40 BLMH C22orf31 CA14 CACNA1A CALM3 CAPN6 CAPRIN1 CASKIN2 CCL22 CDH22 CDKN1B CELF4 CFAP161 CFAP53 CGGBP1 CHKA CHMP5 CHRD CHRDL1 CHRM1 CLCN2 CLPTM1 CLTC COL27A1 CPNE6 CRACDL CTNNA3 CTNND1 CTSW CTTNBP2NL CUEDC1 CYLD CYTH3 DCN DCUN1D3 DEPDC4 DLGAP4 DMP1 DMXL1 DOC2A DQX1 DRD3 DTNA DYNLL1 EEF1A1 EGR1 EGR3 EHF ELAVL2 ELMO3 EPB41L3 EPHA1 EXOC6 FAM110A FAM110D FAM89B FAM91A1 FASLG FES FGF10 FOXD3 FOXO3 FSTL1 FUT2 GABARAP GABRA1 GATA1 GIT1 GNAI2 GPR132 GPR3 GRIA1 GRM3 GSDMA GSX1 HAS1 HAS2 HBEGF HES7 HOXA3 HOXB1 HOXB4 HOXD13 HTR1B IGF1 IGF2BP1 IGFBP6 INKA2 ITGA2 ITPR1 ITPRIPL1 JADE2 KCNB2 KCND1 KCND2 KCNH2 KCNH7 KCNH8 KCNK9 KCNQ5 KLF12 KLF7 KMT2A KPNB1 KREMEN1 KRIT1 KRT17 KRT33B KRTAP6-1 LCE1F LIN54 LINC00299 LINC01312 LIX1 LPAR1 LRCH2 LRP1 LUC7L2 LUZP1 LYRM1 LZTS2 MAB21L3 MAGED1 MAP4K3 MAPK10 MAPT MARCKSL1 MATN1 MBOAT2 MEPCE MFSD5 MID2 MINK1 MITF MMP28 MTSS1 MTUS1 MYCL MYCN MYO10 NADK NCK2 NECTIN1 NEUROD2 NOTCH2 NOTCH2NLA NR3C1 NR4A3 NRGN NRIP3 NXPH3 OAZ2 OSM OTUB2 PAFAH1B1 PAK3 PANK1 PCBP4 PCDH10 PCSK2 PDGFB PER1 PER2 PGF PHOSPHO1 PHYHIP PI15 PIGP PIGV PIP4K2B PITX2 PKP1 PNOC POP5 PPARG PPP1R16B PPP1R1B PPP2R2B PPP3CA PRKCE PRKCH PRMT3 PRRX1 PRUNE2 PRX PTHLH PTPN7 PTPRG PURA PVALEF RAB25 RASA1 RBMS3 RCOR2 RNF111 RNFT1 RRAGA RTL3 RUNDC1 RUNX2 SCAMP3 SCAMP5 SCYL3 SEMA3B SEMA4C SERPINE1 SHANK2 SHH SIRT1 SLC12A2 SLC25A12 SLC36A2 SLIT3 SMARCA1 SMYD2 SOCS1 SORBS1 SOWAHA SOX10 SOX15 SP2 SP4 SPARC SPTB SSTR3 STX12 TAOK1 TFAP4 TGFBR1 THPO THRA TMEM184B TMEM263 TMEM54 TNFSF18 TPM1 TRAF3IP1 TRIM55 TRPV3 TSHZ2 TSPAN33 TUB TUBB2B TWIST1 TXLNG UBA6 UBASH3B UCHL1 UTP18 VEGFA VTCN1 WNT10A WNT2 WNT7B XCL1 ZCCHC12 ZCWPW1 ZFP36L1 ZFPM1 ZHX2 ZMYND8 ZNF384 ZNF800 ZSCAN20 GTTGNYNNRGNAAC_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GTTGNYNNRGNAAC_UNKNOWN ABHD14A AGPAT4 ANKFN1 ARL6 ATN1 ATP13A4 ATP6V1C2 B9D1 B9D2 BLZF1 BTBD3 CADM1 CALY CAMK1 CAMK2A CDK2AP2 CDK9 CEP135 CFAP20DC CFAP298 CFAP57 CHD5 CINP CNIH2 DMTN DNAAF6 DNAJA1 EBNA1BP2 EDC4 ELAVL4 ELMO1 ELP4 ENKUR ERG28 FANK1 FKRP FPGT FSIP1 FXYD6 FXYD7 GLA GNB2 GRHL2 GRM1 HNRNPH2 HYDIN IMMP1L ING2 INO80B INTS3 KCNIP2 KCNIP4 KCNJ9 LMAN2L LRRC25 LRRIQ3 MAPK10 MARCHF10 MINK1 MORF4L2 MORN4 MPP2 NCALD NHERF1 NLGN2 NME7 NRSN2 NSMF NUP62CL ORAI3 PCDHB1 PCF11 PLEC PLP2 PPT2 PRRT1 PTMS PUM1 QRFP RALYL RFX4 RHOBTB1 RHOBTB2 RPP38 RPP38-DT SEMA4B SH3GLB2 SHANK2-AS3 SPAG16 SPARC SPATA2 SPTB STAT5B STOML2 STRN4 STX18 SYT5 THNSL1 TM9SF1 TMEM95 TMTC2 TP53BP1 TRDMT1 TRMT9B TSKU TUBB4A USF1 UVRAG ZDHHC1 ZFYVE1 ZP1 GTTNYYNNGGTNA_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GTTNYYNNGGTNA_UNKNOWN ARFIP1 C2orf15 CAMK1 CAMK2A CCDC13 CCDC24 CEP135 CHD4 CSRNP3 CYRIA DCTN3 DIS3 DNAAF6 DNAJA1 DNAJC21 EFHB FBXL2 FGF9 FKRP FNDC9 FRA10AC1 GAST GLRX5 GOLM2 GTF3C1 HNRNPF HPCAL1 IFT57 IL34 INO80B ITGB3BP KCNK12 KDM3A KIFAP3 LINC01567 LRP10 MAPRE3 MBNL2 MGAT4B MID2 MINK1 MORN4 NIM1K NKAPD1 NLGN2 NOS1 NR4A1 NR4A3 NUDC NUP62CL OSBPL2 OSM OSR2 OTX1 P2RY10 PCF11 PIBF1 PIH1D2 PIM2 PPP1R16A PRRT2 PTMS PURG RAB28 RAB36 RARA RFX1 RGS6 RREB1 SLC8A3 SLC9A7 SLCO3A1 SMARCAD1 SREK1 STAT6 STRN4 SYT17 TBC1D16 TEX2 TIGD4 TMEM209 TMEM254 TRERF1 TSGA10 TSHZ2 TUB UNG WDR47 WRN ZSWIM1 GTTRYCATRR_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GTTRYCATRR_UNKNOWN AARSD1 ABHD8 AGAP2 AGTR2 ALS2 ANK2 ANKRD45 AP1S1 AP3M2 APOBEC4 ARMC2 ATOSB ATP1A3 ATP2B4 BASP1-AS1 BATF BMT2 C10orf67 C17orf58 CADM1 CALY CAMK2A CAMKV CASKIN1 CDK2AP2 CELF6 CERS1 CFAP36 CFAP52 CFAP53 CFAP91 CHCHD3 CHL1 CHST8 CIPC CLIP1 DAAM1 DCDC1 DCSTAMP DENND2B DHX30 DNAAF11 DNAAF2 DNAAF3 DNAJC24 DOC2A DPCD DTNA DUSP14 DUSP3 E2F1 ELMO1 FAIM2 FGD4 FKRP FNDC9 FOXH1 FXYD1 FXYD6 FYN GAPDH GAST GDF1 GDF10 GPR162 GPR17 GRIN2D HCN4 HDAC4 HHEX HOXD12 HPCAL4 HSD17B8 HSPB9 HSPH1 INO80B IQCE JAKMIP2 KATNAL1 KCNIP2 KCNK15 KIF3A KIF9 KLHDC8B KLHL18 LAMP5 LDB1 LINC01138 LINC01973 LMNTD2 LMO3 LRRC23 LRRC49 MAPK10 MINK1 MORN5 MPC2 MPP2 MPPED2 MROH9 MZF1 NCDN NDUFA8 NIM1K NKX2-8 NLGN3 NOS1 NR4A3 NRSN2 NUDT2 NUMB ORAI3 OSBPL2 PANK2 PARP8 PBXIP1 PCF11 PCSK1N PDZRN4 PHC1 PHTF1 PIM2 PITPNM1 PNMA8A POLL PPM1E PPP1R17 PPT2 PRKCG PRRT1 PSD QRFP RAB36 RAI2 RFX4 RNF139 RPL35A RRAD RUNDC1 SEMA4B SHANK1 SLC37A1 SMARCAD1 SOX3 SPAG8 SPATA2 SPATA2L SPATA6 SRGAP2 STOML2 STRN4 STX8 SYT6 TAF6L TBC1D16 TCTN2 THAP10 TMEM31 TNKS1BP1 TP53BP1 TRIT1 TSGA10IP TSHZ2 TSPYL4 TUBB4A USF1 VRK3 WDR47 XPR1 YWHAE YWHAQ YWHAZ ZNF24 ZNF287 ZNF532 ZP1 HAND1E47_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAND1E47_01 ABLIM1 ACAD11 ACKR1 ACTG2 ADAM11 ADCY6 AGR3 ALPK2 AMMECR1L ANGPTL6 ANK1 ANKRD17 ARHGAP6 ARMCX1 ASH1L ATP6V1G3 ATXN1 BAMBI BBS12 BCL11A BEST2 BHLHE40 BMPR2 BTBD3 C10orf71 C12orf50 C1orf122 C22orf31 C2CD2L C7 CALD1 CALM1 CBFA2T2 CCDC88A CDC42EP3 CDH10 CDK2 CDK2AP1 CELF3 CEP44 CLC CLVS1 CNTLN COL12A1 COL27A1 COMMD1 CPLANE1 CREB3L2 CREB5 CTDSPL2 CTNNA3 CXXC5 DACT1 DCDC1 DCHS2 DCX DDIT4L DLC1 DLX5 DMBT1 DMD DMTN DPYSL2 DUSP5 DVL3 EBF2 ECHDC2 EDN1 EIF4G1 ELAVL2 ELAVL4 ELK4 ELMO1 ELP4 EMID1 EML4 EP300 EPHB6 EYA1 FAM241A FAM91A1 FBXL14 FBXL19 FBXL19-AS1 FBXO8 FBXW4 FER1L6-AS1 FERD3L FZD1 GDF7 GGT6 GLRA1 GNL3LP1 GOLGA7 GPR173 GPR19 GPR37L1 GRHL3 GRIN2D GSK3B HAS2 HOXA6 HOXB13 HOXB6 HOXC6 HRH3 HSD11B1 HYPK IER5L IL11RA IL1RAPL1 IMMP1L ITGA1 ITGB1BP2 JPH1 KANSL3 KDM3B KLF5 KLHL10 LAPTM4A LARP4 LBHD1 LCP2 LEMD1 LGI1 LHX1 LINC01465 LIX1 LIX1L LMO2 LMO3 LMO4 LONRF3 LPL LRMDA LRRTM4 LY86 MAB21L2 MAMDC2 MAPK3 MBNL1 MECOM MEF2C MMP14 MRPS18B MRTFA MTF2 MUSK MYH4 MYH6 MYL1 MYT1 NCDN NDUFA1 NEUROD6 NEUROG2 NFATC2 NGEF NKAIN3 NKX2-3 NOG NR2F2 NRG1 NRK NSG2 NT5C3B NUB1 NUBP2 NUP210L NYX ODAPH OFCC1 OGDHL PAK1IP1 PAN2 PCF11 PDZD9 PELO PHF3 PHYHIP PI16 PIANP PLP2 PMEL POLA1 POU2F1 PPP1R10 PPP2R2C PPP6R3 PRKCH PTCHD1 PTK6 PTMS PURA PURG PWWP2B RAB10 RAB6A RAG2 RALYL RBM33 RBMS3 RCOR2 RIT2 RNF112 RNF113A RNF25 RPS6KL1 RRP36 RSPO2 RTN2 RUNX1T1 RWDD1 S100A10 SAG SBSPON SELL SEPTIN4 SERTAD4 SLC12A8 SLC15A2 SLC25A12 SLC38A11 SLIT3 SLN SNCA SNHG29 SOX5 SPOP SSTR1 ST13P4 STAG1 STAT5B STAU1 STC1 STK36 STMN1 STX18 SUPT4H1 SV2A SYT16 TAF10 TAL2 TAT TC2N TENM1 TENT5A TFDP2 TGFBR1 TMCC1 TMEM132E TMEM132E-DT TMEM204 TMPO TMPRSS11A TNKS1BP1 TPGS1 TSHZ2 UBA5 UBE2D3 UBE2E1 USP49 USP51 UTS2 VGF VIP VWA5B1 VWF WDR5B WNT2B WNT8B WNT9A WRN XCR1 XKRX YRDC ZBTB18 ZDHHC1 ZFHX3 ZFP36L1 ZNF366 ZNF462 ZNF516-DT ZSWIM8 HEB_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HEB_Q6 AAK1 ABHD4 ACTB ACTG2 ACVR1 ADAMTS8 ADGRB3 ADGRL3 AGBL5 ALK ANGEL1 ANGPTL2 ANXA8 APBA3 ARHGEF2 ARHGEF5 ASTN1 ATXN7L2 BAZ2A BCL2L2 BCL6 BRD4 BTF3P11 C10orf82 C1orf210 CACNB2 CACNB3 CADPS CARMIL3 CATSPER2 CBFA2T2 CBFA2T3 CCDC26 CCDC65 CCND2 CDC42SE1 CDK5R2 CELF3 CHID1 CKM CLEC14A CLVS1 CMKLR2 CNTN2 COL16A1 COLEC12 CREB3L1 CSMD3 CTXN1 CYP2F1 CYTH3 DAAM1 DHRS3 DLG2 DOCK6 DOK3 DPCD DTX1 DVL3 EFNA1 ELN EN1 EPN3 ERBB3 FAAP100 FAM98A FBRS FBXL20 FBXO5 FITM1 FMO5 FNDC5 GABPB2 GADD45G GAS7 GATA3 GFI1 GNB3 GOLPH3L GPD1 GPR162 GPR37L1 GPR62 GREB1L GRIK3 GRIN2B GRIN2D H2AC7 H2BC3 H2BC7 H3C3 H3C4 HID1 HMGN2 HOOK1 HOXA3 HOXC12 HOXC4 HPCA HSD11B1 IGF1 IL34 IMPG1 INF2 INKA1 ITGB1BP2 ITSN1 KCNH2 KCNH3 KCNJ2 KCNMB3 KCNQ5 KCNS3 KDM2A KIRREL2 KLF13 KLHDC8A KLHL10 KLK13 KNCN KSR2 L1CAM LINC01089 LMOD1 MACF1 MAN1A1 MAPK4 MDK MED13 MEN1 MIR137HG MIR22HG MIR9-1HG MKNK2 MLIP MLLT11 MOB3C MRGPRF MRPL54 MUSK MYH3 MYLK MYO18A NANOS1 NDST2 NDST4 NFE2L1 NOL4 NOSIP NR5A1 NT5C3B NTNG2 NUDT18 NUTF2 OR10J1 ORAI3 PAX1 PDGFB PDK2 PDZK1 PGF PLXNB3 PMP22 POLL PPP2R3A PRKAG1 PRKCB PRMT6 PRR30 PRRG2 PSD PSME3 PTPN7 RAB1B RAB3A RAPGEFL1 RARA RASGEF1A RASL12 RASSF8 RBMS3 RCOR2 RGS7 RIN1 RIPOR1 RNF111 RNF121 RNF213 RORC RPL4 RTKN RTL9 RTN3 RUFY1 RUNX1T1 RXRG S100A2 S100A8 SEMA7A SEZ6 SH3BP1 SLC1A4 SLC1A7 SLC30A1 SMAD7 SOBP SORBS1 SOX5 SPATS1 SPECC1 SPOCK2 SRP54 SRPX ST6GALNAC5 SUMO2 SUV39H2 SVIL SYNC SYT6 SYTL2 TBC1D10B TBX6 TEFM TEPP TFAP4 TGFB2 TGFB3 TLE3 TLNRD1 TMEM184A TMEM255A TMOD4 TNNT2 TNS1 TPPP3 TRAF4 TRAPPC3 TRIM46 TRIM8 TRIP4 TRPC4 TSC22D4 TUBA4A TUBA4B UBE2D3 UBTF UFM1 USP1 USP2 VEGFA VN1R3 VSTM2A WDR81 WNT2B WNT6 XCL2 XPNPEP1 YTHDF2 ZMIZ1 ZNF362 ZNF385A ZNF398 ZNF593 ZNF646 ZNF668 ZP1 ZRANB1 ZSWIM8 HEN1_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HEN1_01 ABTB2 ACE ACKR3 ADNP AGO1 ALX3 AMPD2 ANK1 ANK2 APLN ARFIP2 ARHGEF10L ARL4A ARTN ASB16 ASB2 ATP2B3 BAHD1 BCL2L2 BDNF BMP4 BRSK2 BUD23 C11orf52 C6orf62 CALCOCO1 CALM2 CAMKV CAPN5 CBX4 CBX6 CD99L2 CDC42EP3 CDC42SE1 CDK2 CDK6 CELF3 CHD4 CHMP4B CHPF CHST6 CLDN5 CLINT1 CNTN6 COL19A1 CREB3L1 CTAGE1 CYP4V2 DAAM1 DCX DLL1 DLL4 DLX5 DOC2B DOCK4 DPF3 DUSP26 DUSP7 DUSP9 EN1 ENHO ENO3 ESRRG FAM131A FAM13B FOXA1 FOXJ2 FOXP1 FOXP4 GIPC1 GNG8 GRIN2D HIF1A HOXA11 HOXB4 HOXB5 HSD3B7 HYAL2 IMPDH1 INF2 IRF2BPL JMJD1C JOSD1 KCND1 KCNMA1 KCNN2 KCTD15 KDM2A KLF13 KLHL1 KMT2A KRT8 KRTCAP2 LOXL1 LSR LYPD1 LZTS2 MAG MAP2 MAP3K3 MAST1 MFAP4 MGAT1 MGLL MID1IP1 MOSPD1 MRGPRF MRPL14 NDST4 NDUFA4L2 NEUROD2 NLGN3 NR4A2 NR4A3 NRXN3 NSG2 NT5DC2 NXPH3 OLFML2A ONECUT2 PABPC1 PARP8 PAX2 PCBP4 PCGF1 PDGFA PDGFB PKD2L1 PLAC1 PLCD3 PLPP7 PMEL PPP1R16B PPTC7 PRICKLE1 PRKACA PRKACG PSME1 PTGER1 PTK7 PTPRS PURA RAB25 RAB27A RAP2B RASL10B RELA RFX8 RIMS1 ROCK1 RPIA RTKN RTL9 SALL1 SCRT2 SEPTIN3 SGMS2 SIN3A SIX5 SLC5A10 SMARCA5 SNX24 SOST SOX14 SPACA6 SPAG6 SPATC1L SPIB STAT3 STK40 SULT2B1 SYTL2 TBX3 TCF12 TCF7 TECPR1 TFAP4 TGIF1 TIMM10B TMEM125 TMEM178A TNS2 TPM3 TRAF4 TRERF1 TRIM46 TRIP4 TSHZ3 UBE2D3 VPREB3 VPS45 VSX2 YPEL4 YTHDF2 ZBTB16 ZBTB18 ZMYM4 ZNF232 ZNF513 ZNF70 HEN1_02 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HEN1_02 ABCB9 ABTB2 ADAM15 ADAMTS2 ALX3 AMPD2 ANK2 ANKRD42 APLN ARFIP2 ARHGAP5 ARL4A ASB16 ASB2 ATP13A1 BAHD1 BAZ2A BCAS4 BCL2L2 BCL6B BCL9L BMP4 BRSK2 C11orf52 C6orf62 CACNB2 CALCOCO1 CALM2 CALM3 CAPN5 CBFA2T3 CBX4 CBX6 CCDC106 CCNE2 CDC42EP3 CDC42SE1 CDK15 CDK2 CELF1 CHD4 CHMP4B CHPF CLINT1 CRB1 CREB3L1 CYP4V2 DAAM1 DLL3 DOC2B DOCK4 DPF3 DUSP7 E2F1 EDC4 EIF4G1 EIF4G2 ENKD1 ENO3 ESRRG ETV5 F11R FAM131A FAM13B FES FNDC5 GABBR2 GALNT10 GGNBP2 GIPC1 GNG8 GPD1L GRIN2D GSTT4 HOXB5 HOXB8 HS3ST4 HSD3B7 HYAL2 IGF1 IMPDH1 IRF2BPL IRX2-DT JADE1 JAG1 JOSD1 KCNMA1 KCNN2 KCNQ1DN KLF8 KLHL1 KLK3 KMT2A KRTCAP2 LINC02875 LOXL1 LOXL4 LRP5 LRRN3 LSR LYPD1 LZTS2 MAP1A MEGF10 MFAP4 MGAT1 MLLT11 MOSPD1 MRGPRF MRPL14 MYC MYO18B MYT1 NDUFA4 NEDD4 NEUROD2 NLGN3 NOL4 NR4A2 NR4A3 NRG1 OGFOD2 OLFML2A OSBPL10 PARP8 PCGF1 PDGFB PEG10 PHLDB1 PHOX2A PLAGL2 PLPP7 PLXNC1 PNCK POFUT1 PPP1R16B PPTC7 PRICKLE1 PRKACA PRKACG PRPF38B PSME1 PTCHD1 PTGDS PTK7 PURA RAB1A RAB27A RASL10B RBX1 RELA RIMS1 ROCK1 RPIA RTL9 SEPTIN3 SHCBP1L SIX5 SLC22A17 SLC29A4 SLC44A1 SLC44A2 SMARCA5 SMG5 SOBP SOST SOX14 SPACA6 SPAG6 SPATC1L SPEG STAT3 STMN2 SULT2B1 TBX3 TCF4 TECPR1 TEX35 TGIF1 TIMM10B TMEM79 TMEM8B TRERF1 TRIM46 TSHZ3 TXNDC12 UBE2D3 UNC119 USP5 VAMP1 VPS45 VSX2 ZBTB16 ZBTB18 ZFP91 ZMYM4 ZNF232 ZNF384 ZNF513 ZNF574 HFH1_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HFH1_01 AMDHD2 ANGPTL1 ANKRD28 AP1G2 ARFGEF1 ARHGAP30 ARHGEF17 ARHGEF2 ARL4C ARRDC1-AS1 ASB7 ASPA ATOH1 ATP1B4 ATP2A2 ATXN7L2 BCL11A BCL11B BDH1 BRIP1 BRMS1L BUB3 C1QTNF3 C1QTNF6 C5orf64 C7orf33 CACNA1D CAPN3 CASK CCDC117 CD2BP2 CHD1 CILK1 CITED2 CLDN8 CLIP2 CLN5 CNBP CPNE1 CREB5 CREBRF CRH CSNK1G3 CSRNP3 CYP26B1 CYRIA DLG2 DMD DNAJB12 DNAJC5B DOCK1 DOCK3 DPYSL2 DTNA DUSP1 EFEMP1 EFNA5 EGR2 EIF4EBP2 ELAVL2 ELF1 EMX2 ENPEP ERRFI1 ESM1 ETV5 EZH1 FAM81B FCHSD2 FEZF2 FGF9 FOXB1 FOXD3 FOXP2 FST FSTL1 GOLGA1 GPX1 GRB7 GRIK2 GRIK3 GTF2A1 HESX1 HHEX HHIP HMCN1 HOXA10 HOXA11 HOXB4 HOXB8 HOXC4 HOXC6 HR HSD11B1 HTR1B IBSP IL25 IMPDH2 ING3 INHBA IP6K2 IRS4 ISG20 ITGB3BP KCNIP4 KCNQ5 KCTD12 KLF12 KRTAP17-1 KRTAP5-5 LAG3 LAMC1 LCP2 LGI1 LHX9 LINC00173 LINC00474 LINC00649 LINS1 LMO4 MAPK10 MAPK3 MBOAT2 MCC MORC1 MRPS18B MSI2 MSL3 MSMB MXRA8 MYL1 NCAM1 NCDN NEDD4 NEO1 NEUROD4 NFIB NIN NIPBL NLGN3 NPM3 NR4A1 NR4A2 NRP1 NSD3 NSG2 NTF3 NTN1 NTN5 ODF3L1 OMD OPA3 OTP OTX1 OTX2 PCDH7 PDZRN4 PFDN6 PHEX PHF21A PHF8 PIK3C2A PIM1 PITX2 PLPPR2 PMCH POU2AF1 POU3F4 PPM1D PPP1CB PPP1R10 PPP2R2B PPP2R3A PRDM1 PRKAG1 PROX1 PRR34 PRRC2C PTGR3 PURA RAB9A RABL6 RAD21 RALYL RASSF2 RBFOX1 RFTN2 RNF17 RPS6KB1 RREB1 RTL9 RTRAF RUNX1T1 SALL3 SATB2 SBF2 SCG3 SCN4B SECISBP2 SEMA6D SERTAD4 SHANK2 SHKBP1 SLC10A7 SLC12A5 SLC16A6 SLC38A2 SLC39A8 SLC6A14 SLIT3 SLITRK6 SLU7 SMAD1 SNCAIP SOX14 SOX2 SSBP3 STAG2 SUMO1 SUMO4 TACSTD2 TAF10 TAF5L TAF8 TBX4 TIMM8A TLK1 TMCC1 TMEM147 TMEM187 TMEM229B TMEM47 TOB1 TOGARAM2 TRERF1 TRIM8 TSHZ2 TSPYL2 TUG1 UBE2H VAX1 VCPKMT VIT WBP2NL WDR46 WIPI2 WNT2 ZBTB18 ZBTB22 ZBTB37 ZFYVE1 HFH3_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HFH3_01 ADAM23 ADAMTS14 ADGRB3 AHI1 ARHGAP30 ARTN ASIC2 ATP1B4 ATP2A2 ATXN7L1 BCL11B BMP5 BPIFA3 BRIP1 BUB3 C12orf57 C1QTNF3 C1orf43 C2orf73 CAB39L CADM2 CCDC85B CCN1 CDAN1 CDC42EP3 CDH10 CEBPA CEBPA-DT CELF4 CHCHD7 CHD6 CILK1 CLDN8 CNBP COL13A1 COLEC10 CPEB4 CPNE1 CRH CRIM1 CSNK1E CTDSPL2 CYP26B1 DLG2 DMD DOCK3 DUSP1 DUSP21 EGR2 ELAVL4 EPN1 ETV1 ETV5 FBXL22 FBXO11 FBXW11 FLI1 FOXD3 FOXJ3 FOXP2 FUT8 GABRE GAL3ST4 GFRA1 GNAO1 GOLGA1 GPR142 GPRC5C GRB7 GRIK2 GRM3 HESX1 HOXA10 HOXA11 HOXB3 HOXB8 HOXC4 HTR1B ID1 ID2 IFNA10 IFNA17 IFNA8 IGSF9B INMT IQGAP2 IRS4 ITGA3 KAT6B KCTD15 KLF12 KLF7 KRTAP17-1 LGI1 LHX3 LINC00314 LTA MAF MAP2K5 MCC MEF2C MID1 MIDEAS MSI2 MYL1 NAV3 NCAM1 NECTIN1 NEDD4 NEUROD2 NFIA NIM1K NIN NIPBL NKD1 NMNAT2 NOVA1 NR3C2 NR4A3 NSG2 OMD ORC4 OTX2 PAIP2 PALMD PARP8 PCDH17 PHTF2 PIK3C2A PLAG1 PNMA1 PNPLA6 PPP1CB PRDM1 PRKAG1 PRR34 PRRC2A PRX QRICH1 RAB3IP RAD21 RBP2 RBP3 REEP4 REPS2 REST RFTN2 RGMA RGS22 RPS6KB1 RTL9 RUNX2 SCAMP1 SCG3 SCML1 SCUBE3 SGK1 SHOX2 SIX5 SLC10A7 SLC35C2 SLC39A8 SLC44A1 SLIT3 SLITRK2 SLITRK6 SMARCA2 SOX15 SSH3 STOML2 SYNRG SYT6 TBX4 TCF7L2 TJP1 TLE3 TMEM209 TNF TNFSF15 TOB1 TSHZ2 TSPAN17 TWIST1 TWIST2 TYRO3 UBAP2L UBE2H UBR1 UBXN10 VASN VGLL3 WDR44 WNT5A ZBTB37 ZHX2 ZMYND8 HFH4_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HFH4_01 ABCA6 ACACA ADA ADAMTS14 ADGRB3 ADTRP ALDH9A1 ANGPTL1 ANKS1B AQP5 ARRB2 ASIC2 ATOH1 ATOH8 ATP1B4 ATP2A2 ATXN7L1 BAMBI BCL11B BCL6 BEND6 BMP5 C4BPA C5orf64 CACNA1D CADM1 CCND1 CD68 CDAN1 CELF4 CHCHD7 CHD6 CHN2 CHST8 CILK1 CITED2 CNMD CNPPD1 COL10A1 COL13A1 CPEB4 CREB5 CRH CRIM1 CYP26A1 CYP26B1 DMD DRC3 DRD3 DRG1 EBF2 EGR2 EIF4E EIF4G1 ELAVL2 EMSY EN1 ESRRG ETV1 FBXO11 FBXO36 FGF14 FOXP2 FRMPD1 FSTL1 FZD10 GABARAPL1 GABRE GFRA1 GNAZ GNRHR GOLGA1 GRM3 H3-3B HESX1 HOXA10 HOXA11 HOXA3 HOXA4 HOXB3 HOXD4 HTN1 ID1 ID2 IFNA10 IGFBP1 IGSF9B IP6K2 IRS4 ITGA3 ITGB6 JPT2 JUP KCNG3 KCNQ5 KCTD15 KIRREL3 KIRREL3-AS3 KLF3 KLF3-AS1 LBX1 LENG9 LHX9 LINC00114 LMO3 LUC7L LYST MAB21L2 MACROH2A1 MAGI1 MAP4K4 MEF2C MGLL MITF MLLT3 MSL3 MYO10 MYO1E MYOCD NCDN NEO1 NEUROD2 NFIA NFKBIE NOVA1 NPAS3 NPVF NR1D1 NR4A3 NRAS NREP NRG1 NTN1 OTX2 PAMR1 PAQR9 PCDH17 PDGFRA PDZRN4 PF4 PHOX2B PHTF2 PIK3C2A PLAG1 POGZ PPARG PPFIA2 PPP1CB PRDM1 PRKACB PRR34 RBFOX1 RBP3 REEP4 RETREG2 RIPK4 RNF146 RPS6KB1 RTL3 RTL9 RUNX1 RUNX1T1 SCG3 SCHIP1 SCUBE3 SGK1 SHKBP1 SIAH3 SLC10A7 SLC44A1 SLC6A14 SLIT3 SPATA18 SSC4D SYT4 TBCC TCP11L2 TEAD1 TFR2 TGIF1 TIMM8A TLR1 TLX3 TMOD4 TNR TOM1L2 TPPP3 TSHZ2 TSPAN13 TSPAN17 TSPYL2 TWIST1 TXNDC12 UBE2H UBE3A UBR1 URI1 VGLL3 XPO4 ZBTB22 ZBTB37 ZHX2 ZIC3 ZIC5 ZNF423 HFH8_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HFH8_01 ABCA1 ACP6 ADGRB3 ANKRD28 AP1G2 ARFGEF1 ARHGAP30 ARTN ASIC2 ASPA ASXL1 ATOH8 ATP1B4 ATXN7L2 BAMBI BCL11B BCLAF3 BEX2 BRCA2 BRIP1 BUB3 C12orf57 C1QTNF3 C7orf33 CACNG2 CADM1 CBX6 CCND1 CDAN1 CELF4 CHD1 CLDN8 CLN5 COL13A1 CPEB4 CREB5 CREBRF CRH CTDSPL2 CXCL2 CXXC5 CYP26B1 DMD DPP10 DTNA DUSP1 EGR2 ELF1 EMX2 ENPEP ESRRG ETV1 ETV5 FBXO11 FHL2 FLI1 FLRT3 FOXD3 FOXN3 FOXP2 FRMD4A FSTL1 GDPD3 GFRA1 GOLGA1 GPR142 GPR18 GRM3 GTF2A1 HAND2 HCAR2 HCAR3 HESX1 HMCN1 HMGN3 HOXA10 HOXA11 HOXB7 HOXB9 HOXC4 HR IBSP ID2 IFNA10 IFNA17 IL1RL1 IL25 IMPDH2 ING3 INHBA INMT IP6K2 IRS4 ITPKB KCNA4 KCNQ5 KCTD12 KCTD15 KIF21A KLF12 KLF3 KLF3-AS1 KRT84 LASP1 LBX1 LCP2 LINC00649 LMO4 LNPK LTA LYPD1 MAPK10 MARCKS MASP1 MCTS1 MESP1 MGLL MRI1 MXRA8 NECAB3 NEDD4 NEUROD2 NFIB NIN NOSTRIN NOVA1 NR2F1 NR4A1 NR4A2 NR6A1 NSD3 NSG2 NTF3 NTRK3 OPA3 ORC4 OTX2 PAIP2 PARP8 PDLIM3 PELI2 PMCH POGZ POU2F1 POU3F2 PPARGC1A PPP1CB PPP2R2B PRIMA1 PRKAG1 PRR34 PURA RABL6 RAD21 RASD1 RBFOX1 REEP4 RFTN2 RORA RPS6KB1 RRP36 RTL9 RUNX1 SCAMP1 SCG3 SCNN1G SH3BGRL3 SIM1 SLC10A7 SLC16A6 SLC35C2 SLC35D1 SLC39A8 SLIT3 SMAD1 SNCAIP SNCB SOX2 SSH3 STARD13 STX5 SUMO1 SUPT4H1 SYT6 TBCC TCF7L2 TFAP4 TGIF1 TNF TNR TOB1 TSHZ2 TSPAN17 TSPYL2 TSPYL4 UBE2H USP3 WBP1L WNT2 WWC2-AS2 XPO7 YES1 ZBTB18 ZBTB22 ZBTB37 ZFYVE1 ZKSCAN5 ZMYND8 HIF1_Q3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HIF1_Q3 AARSD1 ABI2 ADK AGAP1 AGPAT1 AK3 ALDH1A2 AMPD2 AP3M1 ASB3 ATOSB ATP1B3 BCL11A BCL11B BCL2 BCL2L11 BCL6 BHLHE41 BMAL1 BMP6 BMT2 BNIP2 C11orf71 C17orf58 CA9 CCDC126 CCND2 CEP85 CITED2 CLSTN3 CLUH CNOT9 CNPY3 COPZ1 COX4I2 CREBRF DDIT4 DDX4 DERL1 DERL3 DOT1L DSCAM DSCAML1 DUSP7 E2F3 EED EIF4G1 ELOVL6 EMC1 EML1 EN1 ENO1 ENTPD7 EPB41L4B EPHB3 ERF ERLEC1 ERLIN1 ERO1A ESRRA FAM114A1 FCHSD2 FGF10 FGF11 FGF17 FGF6 FKBP3 G6PC3 GBE1 GCSH GOLGA4 GOLT1B GPM6B GRIN2A GYS1 HBEGF HIF3A HMGA1 HMGN2 HMGXB4 HNRNPUL1 HOXA7 HYAL2 IGF2BP1 IGF2BP3 IKZF2 ING3 INSM1 IRF2BP1 IRF2BPL ITCH JADE1 JADE2 JPH1 KCTD15 KDM3A KDM4B KICS2 KLF11 KLHDC3 KLHL35 KMT2E KTN1 LDHA LHX5 LIG1 LMF2 LRP2BP LRP8 LRRTM1 LTBP1 MACO1 MAX MEA1 MEF2C MGLL MGME1 MICAL2 MID1IP1 MPL MRTO4 MYLK NANS NAV2 NCAPH2 NFIL3 NPR3 NR1D1 NR2F2 NRBF2 NRF1 NTMT1 NUP98 NXPH1 P3H3 PABPC1 PATZ1 PDGFB PDK3 PDP2 PES1 PGK1 PGM3 PHF12 PIK3IP1 POLA1 POLR3E PPM1E PPP1R3C PPRC1 PPT2 PRDM13 PRDX4 PRKAR2A PRMT1 PSD PSME3 PTEN PTPRF QRICH1 RAB10 RAB33A RAMP2 RBM7 RCOR2 RECQL REV1 RFX5 RGS16 RNF5 RPL22 RTRAF RUNDC1 RUNX1T1 RUVBL2 RWDD2A SCAMP2 SCYL1 SHISA6 SLC12A4 SLC12A5 SLC26A10P SLC37A4 SLC6A1 SNCB SNX12 SNX5 SORCS3 SOX14 SOX2 SPOP SRFBP1 SRSF1 SRSF5 SRSF6 ST6GAL1 STC1 STMN1 TBC1D20 TBC1D8B TEF TET2 TFRC TIAL1 TLL1 TLNRD1 TMEM132E TMEM132E-DT TMEM88 TMTC1 TRIM3 TRIM33 TRPC4AP TSKU TSSK3 TXLNG UBA1 UBXN10 UQCC2 USF2 USP37 UTP18 VEGFA XPNPEP1 XRN2 YBX1 YEATS2 ZBTB10 ZBTB37 ZBTB47 ZIC2 ZNF771 ZNF800 ZNF827 ZSWIM9 ZZZ3 HIF1_Q5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HIF1_Q5 ABCB6 AGAP1 AGPAT1 AIFM3 AK3 ALDH1A2 ARL5B ARPC2 ARRDC3 ARX ASCL1 ASPHD1 ATL2 ATP1B3 BAHD1 BCL11A BCL11B BCL2 BCL2L11 BCL6 BHLHE41 BMAL1 BMP2 BMP6 BNIP2 BRSK2 BTBD3 C11orf71 C15orf39 CA9 CACNA2D2 CAVIN1 CBX8 CCDC126 CDC42EP2 CHAD CHMP4B CIART CITED2 CLSTN3 COPZ1 CREB3 CREBRF CSMD3 DAP DDX4 DERL1 DERL3 DLL4 DOT1L DSCAML1 E2F3 EED EIF1 EIF2AK3 ELOVL6 EMC1 EN1 ENO1 ENTPD7 EPHB3 EPO ERF ERLIN1 ERO1A FAM114A1 FAM162A FCHSD2 FGF10 FGF11 FGF17 FHOD1 FKBP3 FOXO4 GADD45B GAPDH GOLT1B GPM6B GRK6 HBEGF HDAC3 HIF1A HIF3A HIRA HMGA1 HMGN2 HNRNPUL1 HOXA2 HPCAL4 HSPA9 HYAL2 IGF2BP3 IKZF2 IL1RAPL1 INSM1 IPO13 IRF2BP1 IRX4 ITCH JADE1 JADE2 KCNG3 KDM3A KICS2 KLF11 KLF9 KLHDC3 KLHL35 KMT2E KPNB1 KTN1 LDHA LHX2 LHX5 LIG1 LMF2 LRP8 LRRTM1 LTBP1 MACO1 MARCKSL1 MAX MCM8 MEA1 MEF2C MGME1 MICAL2 MPL MRPL40 MRTO4 MYO19 NAV2 NCAPH2 NPAS2 NR1D1 NRBF2 NRF1 NT5DC2 NUP98 NXPH4 ONECUT1 OSER1 P3H3 P4HA1 PABPC1 PATZ1 PDGFB PDK3 PDP2 PES1 PGM3 PHF12 PHLPP1 PIGW PIK3IP1 PIM1 PITPNC1 PITX2 PLPP5 PNLDC1 PNOC PPL PPM1E PPP1R3B PPP1R3C PPT2 PRDM13 PRDX4 PRIMA1 PRKAR2A PROK2 PRR7 PSD PSMD5 PSME3 PTGES3 PTPRF PTPRJ QRICH1 RBM7 RCC2 RCOR2 RECQL RELL2 RGS16 RIMKLA RNF5 RNFT1 RORA RPIA RTN4R RWDD2A RXRB SCYL1 SEC31A SELENOM SLC12A4 SLC12A5 SLC26A10P SLC2A1 SLC2A10 SLC37A4 SLC39A7 SLC4A11 SLC6A1 SLC6A12 SLC6A7 SLC9A5 SLITRK4 SNX5 SORCS3 SOX14 SOX2 SRF SRSF6 STMN1 TAOK2 TBC1D20 TEF TET2 TIAL1 TIAM1 TIMM10 TLE3 TLN1 TLNRD1 TMEM132E TMEM132E-DT TRIM33 TRMT6 TRPC4AP TSKU TSSK3 TWIST1 UBR4 USF2 USP4 VAPB VEGFA WDR1 WEE1 XRN2 YBX1 ZBTB37 ZBTB47 ZNF800 ZNF827 ZSWIM9 ZZZ3 HLF_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HLF_01 ABHD11 ABHD8 ACSL4 ADGRB3 ADGRG4 ADNP ADRB2 AGO3 AKTIP ALB ALDH1A1 ANGPTL1 ANKRD40 ANO1 AP1S2 AQP9 ARHGAP44 ARID1B ARRDC3 ATAD2 ATXN1 BAMBI BCL6 BEST3 BHLHE40 BSN BUD31 C9orf24 CACNA2D3 CACNG2 CADM1 CALCRL CALM1 CASK CASS4 CCDC47 CD40LG CDC42 CDH10 CDK8 CDKL5 CDKN2C CDYL CELF2 CHD2 CHN1 CLASP1 CLCN5 CLIC4 CNTF COL15A1 CREB5 CRIM1 CSNK1E CTDSP1 CTSC CXCL6 DCAF6 DDIT3 DDX5 DENND4A DLX1 DLX5 DMD DNAJA2 DPH3 DUSP14 ECM2 EEF2 EGFR EIF4A1 ELAVL4 ELMOD1 EML4 ENSA EPB41 EPN2 ERF ETV4 F5 FAIM2 FBXO3 FBXW4 FBXW7 FCHSD2 FGF21 FNBP1 FOXA1 FOXA2 FOXO3 FOXP1 GBX2 GPR85 GRHL2 GTPBP2 H2AC25 H2BC26 HERPUD1 HIVEP3 HNRNPA3 HNRNPH1 HOXA4 HOXB6 HOXC4 HOXC6 HRH3 HS6ST2 HSPA4L IFNG IL27 IL4 ING1 INPP4A IP6K2 IRF2BP1 JPH3 KIF2B KLF9 KLHL7 KRT23 KRTAP19-5 LARP4 LEMD2 LGALSL LGSN LINC00114 LONRF3 LOX LRRTM4 MACO1 MAP2K6 MAP4 MBNL2 MECP2 MEIS2 MEOX2 MIDEAS MIOX MKNK2 MPP2 MRC2 MYL6B NAA60 NAPEPLD NCKAP5 NDST3 NEUROD1 NEUROD6 NFIL3 NFKBIZ NPTX1 NPVF NR1D1 NR2F2 NREP NTN5 NTRK1 NUFIP2 NYX OCRL OSBPL6 OTP OTX2 OXNAD1 PALS2 PCBP2 PCSK2 PDAP1 PDE4D PDGFRL PDP1 PDXP PDZD8 PELI2 PFN2 PHC3 PIK3R1 PIP5K1A PKNOX2 PLAG1 PLCB1 PNMA1 POGZ POU4F1 PPL PREX2 PRICKLE1 PRKAA2 PRKAG1 PRKG1 PTHLH RASGEF1A RASL10B RBFOX1 RBFOX2 RCC2 RGR RHOBTB2 RMDN3 ROBO1 RORA RPRD2 RPS6KA3 S100PBP SECISBP2L SEMA6D SERTAD4 SETD7 SH2B3 SHMT2 SLC24A2 SLC46A3 SLIT3 SMARCAD1 SPIB SPRED1 SPRR1B SPRY4 SREBF2 STK35 SULF1 SUMO1 SYT11 TAC1 TAGLN3 TBX6 TCEAL7 TFEB TMEM154 TNFSF13 TNFSF15 TNNC2 TNS2 TOB1 TOP1 TREX1 TRIM8 TSC22D1 TSC22D3 TTC39B TXLNG UBE2E2 UBE2E4P USP2 USP9X VNN3P WNT3A XK XPO7 YWHAG ZBTB18 ZBTB21 ZDHHC14 ZDHHC2 ZDHHC5 ZFYVE9 ZNF654 ZNF687 ZNF711 HMEF2_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HMEF2_Q6 AFF4 AICDA AKAP12 ARHGEF15 ARHGEF37 ARPP21 ART5 ATL2 BEGAIN BMP4 CA7 CACNA2D3 CAPN1 CASQ2 CCDC91 CDC42EP3 CELF4 CKM CKMT2 COL13A1 COLQ CRTAP CSRNP3 DBNDD2 DDX6 DKK1 DLL4 DMD DNAJA2 DYRK2 EHD1 ELMO3 ENO3 EP300 EPHA7 EYA1 FBXO40 FGF5 FGF6 FOS FOXN3 GATA4 GEN1 GET4 GNG11 GPC4 GRIN2B GRK7 GTF3C3 HAPLN1 HAS2 HDAC7 HDAC9 HOXB5 HS3ST5 IL17B ITGA7 ITGB3BP JPH2 JUN KCNJ9 KCNK9 KCNN1 KLHL20 KLHL40 KRT222 KRT83 LMCD1 LUZP1 LYN MAB21L2 MAP2K5 MARCHF1 MAS1 MBNL1 MBNL2 MPC2 MTF1 MYH4 MYH6 MYL1 MYL2 MYL6B MYO9A NAT8L NCAN NDP NEDD4 NFIX NR4A1 OR8B8 PAK6 PAQR9 PDLIM1 PENK PHOSPHO1 PPP1R16B PPP2R2B PRICKLE2 PTCHD4 RIPOR1 S1PR1 SCML1 SLC13A1 SLC26A9 SLC3A1 SLC44A1 SLCO2A1 SLITRK1 SMARCA1 SMPX SMYD1 SOX14 SOX2 SP6 SSH3 SSPN STARD13 SYNPO2L TBC1D16 TIMP2 TMEM108 TNNC1 TNNI3K TPM2 TSC1 TSC22D1 TSPEAR UBXN10 USP47 WFDC1 ZBTB18 ZC3H11A ZFPM2 ZIC4 ZNF143 ZNF362 ZNF385B ZNF436 ZNF436-AS1 ZNF516-DT HMGIY_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HMGIY_Q6 AAK1 AMOTL1 ANKRD11 ANKRD12 ANKRD28 AOC3 ARHGAP15 ARL17A ARL3 ARL4C ATP1B3 ATP5MC2 B3GNT7 B4GALT5 BATF BCL11A BCL6 BICDL1 BRINP3 BTBD10 C19orf18 C1orf116 C1orf21 C1orf54 CADM1 CALCRL CAMKV CAMSAP2 CAPZA3 CATSPERB CD180 CD40 CDC27 CDC42SE1 CHRNA9 CNIH2 CNKSR1 CNTN4 COPS7A CSF3 CTNND1 CXCL10 DCHS2 DLL3 DOC2B DONSON DUSP6 ECEL1 EEF1B2 EIF1 EIF4G1 EN1 ERG ESM1 ETV3 EVA1B F13B FAM117A FAM98A FASTKD2 FEV FGF10 FGF8 FOXB1 FOXP1 FXYD2 GAD1 GAS7 GEN1 GPR171 GPR65 GRIK1 HAPLN2 HCN3 HECTD2 HNF1A HNRNPC HOXB4 HOXB6 HOXB8 HOXC4 HOXC6 HSPG2 HTR3B ICAM1 IFT80 IGF2BP1 IKZF2 IKZF3 IL16 IL18RAP IL1RN IL22 IL24 INSM1 IRX5 JPT2 KCNAB1 KCNH7 KCTD15 KLF5 KLK9 KLKB1 KLRA1P KLRC1 KLRC2 KLRC3 KRT72 KRT8P41 LEMD1 LIF LINC00173 LINC00470 LINC00898 LMO3 LMO4 LRRTM4 LYVE1 MAB21L1 MAML2 MAP2K3 MAP2K6 MAP3K8 MAPK4 MAPK6 MBNL1 MDH1 MEF2D MEIS1 MGLL MIA MIER3 MIR17HG MLLT11 MOCOS MON1A MRC2 MSX1 MYBPC1 NCAM1 NDRG2 NDUFA4L2 NDUFS1 NEDD4L NEPRO NEURL1 NFATC4 NFIX NFKBIA NIBAN1 NID2 NLK NMU NOS1 NPHP4 NR4A2 NTRK3 NXPH4 OBSCN ONECUT1 OSMR OTP PAFAH1B1 PAN2 PCDH10 PDE4C PDE4D PEX5L PHOX2B PI4K2A PITX2 PLAGL2 PLXDC2 PNKD POFUT1 POLD3 POU2F1 PPM1B PPP2R3A PRICKLE1 PRR11 PRRG4 PTBP2 PTGIR PTHLH PTMS PTPN22 RAB34 RASAL2 RBPJ RELA REM2 RFTN2 RIN2 RNF220 RNF26 RNF43 RPL23A RRM1 SCAMP1 SFXN2 SH3BGR SHISA6 SKA2 SLC1A7 SLC6A12 SLC7A1 SLITRK1 SMC4 SMC6 SMG6 SOX5 SP7 SRR ST8SIA1 STIP1 STK32C STMN1 STX16 TACC2 TAF5 TAFAZZIN TERT TEX2 TFAP2C TGM7 TIAL1 TM6SF1 TMEM81 TMPRSS3 TNFSF11 TNFSF18 TNFSF4 TP63 TSC22D1 UBE2E2 UBR3 USP2 VAC14 VAMP3 VGLL4 VIT VN1R3 WAC WNT10A WNT9B ZIC1 ZIC4 ZMYND8 ZNF263 ZNF654 ZNF675 ZPBP2 HMX1_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HMX1_01 ACIN1 AMPH ANKRD39 ARID4B ATOH1 BCL2L2 C14orf119 CACNB2 CBLN1 CCDC177 DAAM2 DAZAP1 EIF3B EP300 FGF12 GGPS1 ID1 IRX4 JMJD6 JUNB KCNB2 KCNN1 KREMEN2 LHFPL1 LRRK1 NKX2-2 OMG PBX1 PHF12 PTPRT R3HDM1 RTL9 SLC20A1 SLC25A28 SLC25A3 SLITRK1 SMAD2 SMAD3 SOWAHA TEPSIN TNPO2 TRERF1 TRRAP HNF1_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HNF1_01 A1CF ACVR2A ADAM11 ADAMTS6 ADD3 AFM AFP AGTR2 ALB ANKS1B ANPEP ANXA13 APCS APOM ARHGAP24 ARL4C ASB4 ATL2 ATP2B3 BCL11A BCL9 BDNF BMI1 BPIFA1 BTG4 C1orf116 CA5A CALD1 CARMIL3 CBFA2T2 CDAN1 CDH16 CDH17 CDK2 CDKL5 CES5A CFI CHCHD7 CHRD CKM CLOCK CNTD1 COL4A5 COL4A6 COL9A1 COLCA1 CRB3 CS CSNK1A1L CTAGE4 CTTNBP2NL CUEDC1 CYP2E1 DAB2 DMD DPYD DRAM2 DZIP1L E2F3 E2F6 EEPD1 EFEMP1 EGR1 ELF4 EPHA3 ERG ERRFI1 EVA1A FAM20C FGA FGFR4 FLRT1 FOXA2 FOXP2 FXYD2 G6PC1 GAN GAS2 GATA6 GC GEN1 GLRA2 GOLT1A GPX1 GUCA2A GUCA2B HABP2 HAO1 HAVCR1 HEPACAM2 HESX1 HGFAC HNF1A HNF1B HNF4A HOATZ HOXA10 HOXA4 HOXB9 HOXC4 HOXC6 HOXD4 HPN HRK HTR7 IGFBP1 ISL1 JADE1 JPT2 KCNH6 KCP KIF12 KITLG KLF9 KLHDC7A KRT26 LEAP2 LECT2 LGALS2 LINC00671 LIPC LPAL2 LUC7L3 LYSMD2 MAB21L2 MBNL2 MGAM MITF MMP11 MOSMO MSH5 MSX2 MTMR11 MYL2 MYO18A MYRF NCKAP5 NECAP1 NECTIN1 NFE2L2 NFIX NLGN1 NOL4L NPAS2 NR1H4 NR2F1 NR5A2 NRK NRP1 OLFM4 OR2W1 P2RX5 PABPC1 PABPC3 PAQR9 PBX2 PCBP1 PCF11 PDGFRA PDLIM1 PDZK1IP1 PKHD1 PKP3 PLA1A PLA2G4A PLG POLR2A PPP1R2B PPP2R2B PPP2R5C PRICKLE1 PTBP1 PTH1R RAB3IP RALGPS2 RARB RBFOX1 RBM47 RBMS1 RNASE4 RNF186 ROBO3 RORB RREB1 SATB2 SEMA3A SEMA4G SERPINA10 SERPINA4 SERPINA6 SERPINA7 SFRP4 SGK2 SHKBP1 SLC26A1 SLC26A3 SLC39A14 SLC3A1 SLC4A4 SLC5A1 SLC5A2 SLC5A4 SLC5A7 SLC6A5 SLC7A13 SLC7A9 SLCO1B1 SOAT2 SOSTDC1 SOX3 SPTSSB SRSF7 SSTR3 STAT5B SUCNR1 TBX2 TBXAS1 TCEA3 THOC5 TINAG TLCD1 TLE4 TM4SF20 TM4SF4 TMED6 TMEM88 TNS1 TTLL6 UGT1A1 UGT1A4 UGT1A6 UGT2A3 USP3 VSIG1 VWA7 WBP4 ZBTB20 ZBTB4 ZFHX3 ZFHX4 ZFPM2 ZIC2 ZMYND8 ZNF143 ZNF148 ZNF827 HNF1_C https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HNF1_C A1CF ACVR2A ADAM11 AFM AFP AGR3 ALX1 ANGPTL1 ANKS1B ANXA13 APAF1 APCS APOM AQP4 AQP9 ARFGEF1 ARHGAP12 ARHGAP24 ARL4C ARPP21 ASB4 ASPA ATP2B3 BACE2 BAIAP2L2 BTBD3 BUB3 C12orf50 C8A CAST CBFA2T2 CCDC50 CCDC85B CDH16 CDH17 CDH20 CES5A CGN CHMP2A CLC CLIP3 CLOCK CMTM4 CNGB3 CNTD1 CNTLN COA3 CPN1 CRTC2 CSF3 DAAM1 DBF4 DLX1 DMD DNAI4 DPYD EEPD1 EGR1 ELF4 EML4 EMX2 EPC2 ERRFI1 EVA1A F13A1 F2 FAM20C FAM27E5 FGA FGB FGF16 FGF7 FGFR4 FLRT1 FOXA2 FOXD3 FOXF2 FRMD5 FST G6PC1 GC GEN1 GJB1 GOLT1A GPX1 GRIN2A GUCA2A GUCA2B GUCY2F HABP2 HAVCR1 HCN1 HESX1 HNF1A HNF1B HOXA10 HOXA3 HOXB3 HOXB8 HOXC4 HOXC6 HOXD4 IKBIP IRX6 ISL1 JADE1 JPT2 KALRN KBTBD12 KCNJ1 KCNK12 KLB KLF14 KLK13 LHX5 LINC00173 LINC00671 LPP LRAT LRRC19 LRRFIP2 LUC7L3 MAB21L2 MARCKS MBNL1 MGAT4C MIER1 MINK1 MIOX MRPL43 MXI1 NAALADL2 NCAM1 NCKAP5 NDST2 NECTIN1 NEK10 NEO1 NFIX NKX2-2 NLGN2 NOL4L NRP1 NSMCE3 PAX2 PBX2 PCDH8 PDZRN4 PHLDB1 PHOX2B PKHD1 PKLR PLA2G4A PLS3 POLR2A POU2F1 POU3F3 PPP2R2B PPP2R5C PRDM1 PRDM12 PREX2 PRMT3 PROC PTGS2 RAB3IP RASA2 RBFOX1 RBP4 RLIM RNASE4 RNF111 RNF186 ROBO3 RORA RPL35A RXFP2 SALL3 SEMA4G SERPINA10 SERPINA4 SERPINA7 SGK2 SHKBP1 SIAH3 SLC12A2 SLC13A2 SLC17A2 SLC18A2 SLC1A1 SLC22A8 SLC25A12 SLC25A40 SLC26A3 SLC37A4 SLC39A14 SLC44A4 SLC5A1 SLC5A4 SLC6A5 SLC7A13 SLC7A9 SORBS1 SOSTDC1 SOX3 SP8 SPATA18 SPINK1 SREK1 SRSF7 SSH2 SSH3 ST6GALNAC5 STC1 SUPT16H SYNE4 TBL1X TBR1 TBXAS1 TCF4 THRA TINAG TLE4 TMCC2 TMED6 TMEM126B TMEM37 TMPRSS15 TNS1 TOB1 TRPS1 TTLL6 TWNK UBALD2 UBE3A UBXN10 UQCRFS1 VCPKMT VSIG1 WNT9A YES1 ZBTB4 ZEB2 ZFHX3 ZFP36L1 ZFPM2 ZNF143 ZNF362 ZNF827 HNF1_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HNF1_Q6 ACVR2A ADAM11 AFM AFP AGTR2 ALB ALX1 ANGPTL3 ANPEP ANXA13 AOC2 APOM AQP9 ARF6 ARHGAP24 ARL4C ARPP21 ASPA ATP11AUN AXIN2 BCL11A BCL9 BMI1 BPHL BPIFA1 C1orf116 C5 C8A CBFA2T2 CCND2 CDH16 CDH17 CES5A CFI CHCHD7 CITED2 CLC CLDN10 CLOCK CLRN1 CLTRN CLUH CNTLN COL4A5 COL4A6 CRB3 CREB5 CS CSF3 CTCF CTTNBP2NL CXCL3 CYFIP2 CYP2E1 CYRIA DAAM1 DCUN1D1 DDX17 DLX1 DMD DPYD EGR1 ELF4 ERG ERRFI1 ESD F13B F2 F2RL1 FAM117B FAM20C FAM27E5 FGA FGB FGFR4 FIBIN FLI1 FOXG1 FOXP2 FXYD2 G6PC1 GAN GANC GAS2 GC GEN1 GGCX GJB1 GOLT1A GUCA2B HABP2 HAO1 HEXIM2 HGFAC HNF1A HNF1B HNF4A HNRNPR HOXA10 HOXB3 HOXB9 HOXC4 HOXC6 HOXD10 HPN HTR7 IGFBP1 ISL1 KBTBD12 KCNK18 KCP KLB KLF14 KLK13 KRT25 KRT26 LINC00671 LIPC LMNTD2 LPAL2 LPP LRRFIP2 LUC7L3 MAP2K5 MBNL2 MED12L MGAM MIA2 MMP27 MOSMO MPRIP MRPL28 MSH5 MTTP MYO18A MYRF NAPSA NCKAP5 NCOR1 NFIX NOG NPAS2 NR1H4 NRK NRP1 NRXN3 NTF3 OLFM4 OPRM1 OR2W1 OVCH2 PAK4 PAX2 PBX2 PCBP1 PDE4D PDGFRA PDLIM1 PDZRN4 PHLDB1 PHOX2B PKHD1 PLAG1 PLG PNMA1 POLR2A POU2F1 POU3F2 PPARGC1A PPFIBP1 PPP1CB PPP1R2B PPP1R3A PPP2R2B PPP2R5C PRDM1 PRICKLE1 PRODH2 PURA RAB3IP RARB RASGRF2 RASSF7 RBM47 RBMS1 RNASE4 RNF186 ROBO3 RORA RORB RREB1 RUNX1 SALL3 SAMD11 SATB2 SEMA3A SEMA4G SERPINA10 SERPINA4 SERPINA6 SERPINA7 SFRP4 SGK2 SI SLC12A2 SLC13A2 SLC39A14 SLC39A5 SLC44A3 SLC4A4 SLC5A1 SLC5A4 SLC7A13 SLC7A9 SLCO1B1 SLCO5A1 SOX18 SPATA18 SPATS2 SPINK1 SRSF6 SRSF7 STAG2 SULF2 TBR1 TBX2 TBXAS1 TCF12 TENM1 TFEC TINAG TLE4 TM4SF4 TMED6 TMEM187 TMEM87A TMEM88 TMPRSS15 TOP3B TRDN TTLL6 TULP4 UGT1A1 UGT1A6 UGT2A3 USP3 VSIG1 WNK1 ZBTB4 ZEB2 ZFPM2 ZIC2 ZMYND8 ZNF22 ZNF22-AS1 ZNF827 HNF3ALPHA_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HNF3ALPHA_Q6 ABI1 ACACA ADAMTS14 ADTRP AFF3 AKT3 ALDH9A1 ALG10 ANGPTL1 ARHGAP30 ARHGEF2 ATOH1 ATOH8 BAIAP2 BAMBI BCL11B BDH1 BEND6 BOK BUB3 C1QA C1orf122 C1orf43 C4orf19 C5 C8B CADM2 CALD1 CCN1 CDC42EP3 CDKN1A CELF4 CHCHD7 CHD2 CHD6 CHRDL1 CLDN2 COL13A1 CP CRH CSRNP3 CYP7A1 DEPDC7 DMD DNASE2B DUSP6 EBF2 EGR2 ELAVL4 ERRFI1 ESRP2 EVA1A FABP4 FARP1 FBXL22 FEZF2 FGF13 FGF9 FOXA2 FOXB1 FOXJ3 FOXN1 FOXP1 FOXP2 GABARAPL1 GAL3ST4 GATA6 GBX2 GCNT2 GNAO1 GNAZ GOLGA1 GPM6A GPRIN3 GTF2A1 H2AZ2 HAPLN1 HMCN1 HOXA11 HOXB3 HOXB8 HOXC4 HSF2 ID1 IL18 IRX5 ITGA3 ITPKB JADE1 KCNQ5 KCTD15 KDM6A KLF12 KLF3 KLF3-AS1 KRT17 LCP2 LINC00314 LINC00474 LRP5 LRRTM3 LUC7L MAB21L3 MACROH2A1 MAF MAP3K13 MCC MEF2C MGLL MIDEAS MSTN MYL1 NAV3 NDST2 NEBL NEIL3 NEO1 NEUROD2 NFIA NIM1K NKD1 NMNAT2 NOVA1 NR4A3 NRAS NSG2 OTP OTX2 PACSIN3 PAFAH1B3 PALMD PATL1 PCDH17 PDCD4 PDE4D PHEX PIK3C2A PITX2 PLA2G1B PLAG1 POGZ PPP1CB PRDM1 PRDX5 PRICKLE3 PRKAG1 PTGR3 PTPRG PUM2 PURA RBM47 RBP3 REPS2 RGMA RREB1 RTL9 SARM1 SCML1 SGK1 SGK3 SLC39A8 SLITRK2 SMARCA2 SMPX SNX25 SOX15 SPDEF SPIB SREK1 SRGN SSH3 STAP1 STOML2 SYN3 TAF5L TAFA1 TBX4 TBXAS1 TCF7L2 TENM1 TET2 TFDP2 TGFB3 TJP1 TLE1 TLE3 TMEM209 TNR TOB1 TPP2 TRIB1 TRMT112 TSHZ3 TWIST1 TWIST2 TYRO3 UHRF2 UNG VASN VGLL3 VSIG2 VTN WNT4 WNT5A XPO4 YRDC ZBTB37 ZG16 ZHX2 ZMYND8 ZNF436 HNF3B_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HNF3B_01 ABL2 ABT1 ADGRB3 AFF3 ANGPTL1 ANKRD28 ANKRD39 ANXA1 AP1G2 ARHGAP30 ARTN ASIC5 ATP1B4 ATP2A3 B3GALT2 BAIAP2 BAMBI BAZ2B BCL11B BUB1 C5orf64 C9orf24 CACNA1H CALD1 CCN1 CDAN1 CDC42EP3 CDK6 CELF4 CHCHD7 CHN2 CITED2 CLIP2 CNTLN COL13A1 CPEB4 CPNE1 CRCT1 CTNNAL1 CYB561D1 CYP26B1 CYP2J2 DAAM1 DCDC1 DCHS2 DMD DNAJA4 DNAJB7 DRD3 DUSP1 EGR2 ELMO3 ENPEP EPHB1 ERRFI1 F11 FAM20A FAM27E5 FEZF2 FGF13 FLOT1 FOXA2 FOXB1 FOXG1 FOXN1 FOXN3 FOXP2 FRMD4A FUT8 GABRA1 GAL3ST4 GFRA1 GIPC2 GPM6A GPRIN3 GTF2A1 HAS2 HESX1 HOXA11 HOXA4 HOXA7 HOXC4 HSP90B1 IBSP ID1 ID2 IER3 IFNA17 IKZF2 IL21 IL25 IL5 IMP3 INHBA ISG20 ITGA8 ITPKB JPT2 KCNK18 KCP KCTD15 KDM6A KLF12 KLF3 KLF3-AS1 KLHL1 KRTAP11-1 LBX1 LCP2 LHX5 LINC00314 LINC01138 LMO3 LMO4 LPP LTA MAB21L3 MED12 MITF MLLT6 MOSMO MRPS18B NCDN NDP NECTIN1 NEDD4 NEUROD2 NFATC4 NFIB NFIX NKD1 NMNAT2 NOC3L NR6A1 NSD3 NSG2 OLIG3 ONECUT2 OPRM1 ORC4 OSBPL6 OTX2 PATL1 PCDH9 PDCD4 PDZRN4 PELI2 PHEX PHF21A PIK3C2A PLA1A PLAG1 PLCB1 PNMA1 POU3F4 PPARGC1A PPP1CB PPP1R10 PRDM1 PRMT6 PRR34 PTGR3 RAB3IP RAB6C RARG RASSF6 RBP4 RFTN2 RIMKLA RNF17 RORA RTL9 RUNX1T1 RUNX2 SCARF2 SCUBE3 SERPIND1 SIN3A SKIDA1 SLC16A6 SLC25A51 SLC44A1 SLC6A4 SLITRK6 SOX14 SOX2 SP8 SPRR4 SSH3 SULF2 TAC1 TBL1X TBX2 TBX4 TENM1 TENM3-AS1 TFAP4 TFDP2 THOC5 TLE4 TNF TNMD TOB1 TSHZ3 TSPAN8 TTR TWIST2 TYRO3 UBALD1 UBXN10 UTY VAX1 VGLL3 WNT4 ZBTB22 ZBTB37 ZEB2 ZFPM2 ZHX2 ZMAT4 ZNF366 ZNF521 ZNF827 HNF3_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HNF3_Q6 ABI1 ACACA ADAMTS14 ADGRB3 ADTRP AFF3 AHI1 ALDH9A1 ANGPTL1 ARHGAP30 ARHGEF2 ASCL1 ATOH1 ATOH8 ATP1B4 ATP2A2 ATXN7L1 ATXN7L2 BAMBI BCL11B BDH1 BMP5 BRIP1 C1orf112 C8B CADM2 CALD1 CCN1 CDH10 CDKN1A CELF4 CHCHD7 CHRDL1 CILK1 CLDN2 CLDN8 COL13A1 CRH CYP26B1 CYP7A1 DEPDC7 DMD DNAJC22 DNASE2B DRD3 DUSP6 EBF2 EGR2 ERRFI1 FABP4 FBXO11 FEZF2 FGF13 FGF9 FLRT3 FOSB FOXA2 FOXD3 FOXN1 GABARAPL1 GATA6 GCNT2 GFRA1 GNAO1 GNAZ GOLGA1 GPRIN3 GRIK2 GTF2A1 H2AZ2 HAND2 HAPLN1 HESX1 HIVEP3 HOXA10 HOXA11 HOXB3 ID1 IL16 IL25 ING3 IRS4 IRX5 ITGA3 ITPKB KCNK4 KCNQ5 KCTD15 KLF7 KRT17 KRT222 LCP2 LGI1 LHX9 LINC00314 LINC00474 LINC01101 LMO3 LRRTM3 LUC7L MAB21L3 MACROH2A1 MAP3K13 MEF2C METTL18 MIDEAS MSTN MYL1 NAV3 NDST2 NEBL NECTIN1 NEUROD2 NFIA NKD1 NMNAT2 NOVA1 NPY NR1D1 NR4A1 NR4A3 NRAS NRG1 NSG2 OTP OTX2 PABIR1 PACSIN3 PALMD PATL1 PCDH17 PDCD4 PHEX PIK3C2A PLAG1 POGZ PPP1CB PRDM1 PRDX5 PRR34 PTGR3 PTPRG PURA RBP3 REEP4 RREB1 RTL9 SARM1 SCUBE3 SGK1 SKIDA1 SLC10A7 SLC13A1 SLC39A8 SLC44A1 SLIT3 SLITRK6 SMARCA2 SMPX SNAP25 SNX25 SOSTDC1 SPIB SRGN STOML2 SYN3 TBXAS1 TEAD1 TFDP2 TGFB3 TIMP4 TJP1 TLE3 TMCC1 TMEM185A TMEM88 TNMD TNR TOB1 TRMT112 TSHZ2 TSHZ3 TWIST1 TYRO3 UHRF2 VAX1 VTN XPO4 ZBTB37 ZHX2 ZIC5 ZNF436 HNF4ALPHA_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HNF4ALPHA_Q6 ABCC6 ABR ACTN3 ADGRB2 ADGRL2 AGPS ANPEP ARFGEF2 ARHGAP33 ASB7 ATL1 ATXN7L2 BARHL2 BSDC1 BTBD3 C1orf210 CADM2 CCDC65 CCDC71 CCDC80 CCDC88B CCR1 CDK16 CDK5R1 CDK8 CDKL5 CFI CHCHD7 CITED2 CLCN5 CLCNKA CLUH CNOT9 CNTFR CNTN6 COL25A1 CSNK2A2 CSRNP1 CUTA CXCL9 DACT1 DCAF6 DCN DENND6A DHRS3 DIPK2B DNAJA2 DNAJC22 DOCK3 DOCK7 DUSP3 EIF4G1 ERBB3 ESAM ESRP2 F12 FAM170A FAM91A1 FGF10 FGF16 FKBP5 FOSL1 FXYD1 FZD7 G6PC1 GART GATA4 GBF1 GCC2 GDNF GGN GOLGA4 GPAT4 GPR52 GPR85 GRK5 GTF3C2 GYS2 HAT1 HCAR1 HHEX HNF1A HNF1B HNRNPR HOXA2 HOXB6 HOXB9 HOXC4 HOXC6 HOXD3 HPGD IER5L INHBC JADE2 KCNIP2 KCNK10 KDM5C KRT85 KRTAP19-6 KYNU LCOR LEAP2 LHPP LHX1 LINC00671 LINS1 LLGL1 LMO3 LMX1B LRFN3 LRRN1 LRRTM3 LYSMD1 MAB21L2 MAF MAGEH1 MAP2K3 MAP3K11 MAP3K20 MAPK10 MARK2 MEPCE MITF MLEC MLF2 MREG MSRB1 MTTP MXI1 MYF6 MYL11 N4BP1 N6AMT1 NAA20 NCDN NDST2 NDUFA4L2 NEK6 NHERF4 NOG NOVA1 NR2C1 NR2F1 NR2F2 NR4A3 NRP1 NUTF2 OCRL OSTC OTUD7B PABIR1 PABPN1 PACSIN1 PAK4 PALS1 PAPLN PAX6 PAX7 PCBP1 PCDH7 PCK1 PDC PDGFB PDGFRA PDIA4 PDZK1 PEX16 PFN1 PHLDB3 PID1 PIPOX PLA2G12B PLAG1 PLAGL1 PLLP PLPPR1 PMEPA1 PNPLA2 PODN PPARA PPARGC1A PPIA PPP2R5D PRDM1 PRG4 PRPF4B PRRX2 PTH1R PURA RAB3D RAPGEF4 RBFOX1 RBMS1 RBMS3 RBP2 RBPMS RELCH RHOBTB1 RMDN3 RNF103 RPP21 RREB1 RTN2 RTN4 S100A14 S100A16 SAP30L SATB1 SCHIP1 SCNM1 SEC16B SEC24B SELENOP SEMA6A SETD2 SHF SLC25A51 SLC26A6 SLC30A2 SLC39A5 SLC7A7 SLC9A1 SLC9A6 SLIT3 SMARCD2 SMYD5 SON SPACA6 SPRY4 SRGAP1 SRSF6 SSH2 STAG2 STK39 STOML2 SUPT16H TAFA1 TAOK3 TARS3 TCF7 TEF TIAL1 TIMELESS TLE1 TMEM120A TMEM132E TMEM132E-DT TMOD2 TP53BP1 TPM1 TRAF4 TREH TRPC5 TSC22D1 TTR UBE2K USP37 USP51 VCL VGF XPNPEP2 ZBTB12 ZBTB20 ZBTB33 ZCWPW1 ZDHHC24 ZFYVE1 ZNF485 ZNF70 ZNF792 ZNF804A HNF4_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HNF4_01 ABI3BP ACOT7 ACOT8 ACSF2 ADAMTS19 ADGRA2 ADRB2 AGPAT1 AKAP11 AKT2 AP1B1 APOM ARCN1 ARFGEF2 ARL6IP1 ARL6IP6 ARPIN ASB7 ASXL1 ATAT1 ATN1 BAZ2A BCL11B BSDC1 C1orf116 C1orf210 C4A C4B CACNB2 CALB1 CALHM1 CBX7 CCDC71 CCER1 CDH6 CDHR5 CDIN1 CDK16 CDX2 CHRDL1 CKMT1B CLCN2 CLRN3 CLUH CNTFR COL15A1 CRABP2 CREB1 CREB3L2 CREBRF CRYBG2 CSRNP3 CTAGE1 CUTA DAB2IP DIS3L DNAJA2 DUSP3 EDN3 EEF1B2 EIF4G1 EPHA3 ERBB3 ETFDH F10 F13B F2 FABP2 FAM170A FGF10 FKBP5 FLNC G6PC1 GAPDH GATA4 GBE1 GBF1 GCC2 GCH1 GIPC2 GLTP GMPPB GOLGA4 GPD1 HDAC4 HIKESHI HNF1A HNF1B HOXA10 HOXA9 HOXD10 HOXD3 HR HSPD1 HSPE1 HTN1 IFFO1 IGF1R ILRUN INHBC INSR ITGA1 IYD JMJD1C KCNE5 KLHL1 KYNU LEAP2 LGALS4 LINS1 LMAN2 LMX1B LPL LRFN4 LRP1 LRRC19 LRRN1 LTB4R2 LYSMD1 MAF MAP3K11 MARCKSL1 MARK2 MED8 MLEC MLLT6 MOV10 MPC2 MREG MRPS28 MYH10 MYRF NDUFS1 NEK6 NET1 NEUROG2 NGEF NHERF4 NIPSNAP1 NKX2-2 NR1H3 NR2C2 NRAP NTNG2 NYAP1 OBSCN ODAD3 OVOL1 PABPN1 PAFAH2 PAK4 PAN2 PAPLN PATZ1 PAX7 PCBP4 PCK1 PDE3B PDE8A PDIA4 PDLIM7 PDZK1 PELO PEX16 PFKFB1 PGF PIP4K2A PITX2 PKLR PKP4 PLEC PLPPR1 POLR2H POU5F1 PPARA PPARG PPARGC1A PPP1R14D PRDM1 PRDM16 PRG4 PRKAG1 PRKCD PRKCSH PRR14 PRRX2 PSME3IP1 PTBP2 PTMS PTPRG RAB33A RAPGEF6 RARB RASGRP2 RBMS1 RBP2 RHOB RNF103 RNF5 RPRD1B RPS3A RSPRY1 RTN4 RTP3 SAMD14 SATB1 SCNM1 SCT SEC16B SEC22B SEC24C SELENOM SELENOP SEMA3B SERPINF1 SESN3 SHF SHFL SLC22A18 SLC22A18AS SLC23A3 SLC25A1 SLC25A25 SLC25A4 SLC25A47 SLC25A5 SLC26A3 SLC26A6 SLC34A1 SLC7A7 SLC7A9 SMOC1 SMYD5 SNAP25 SNCB SOX5 SP8 SPRY4 SRSF4 SRSF6 SS18 STT3B SYT6 SZT2 TAOK3 TBX5 TGIF1 TIMELESS TLK2 TMED4 TMEM120A TMEM40 TOMM70 TP53 TPI1 TRAF4 TRPC5 TTI1 UBE2R2 UBE4A UQCR10 VCPIP1 VWCE WDR82 WNT3 WRAP53 ZBTB18 ZBTB40 ZFHX3 ZIC4 ZNF777 ZNF792 ZSWIM3 HNF4_01_B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HNF4_01_B ACOT7 ACOT8 ACSL5 ACTB ADAMTS19 ADGRA2 ADGRL2 AGPAT1 AGPS AKAP11 AKT2 AP1B1 AP5B1 ARCN1 ARFGEF2 ASAH2 ASB7 ASXL1 ATAT1 ATP1B4 BAALC BAZ2A BCL11A BCL2L14 C1orf210 CA12 CALM3 CBLN4 CCDC106 CCDC71 CCNJL CDK16 CDK5R1 CELF3 CHMP4B CLCNKA CLRN3 CLUH CNOT1 CNTFR COL15A1 COL8A1 CPLX2 CRABP2 CREBRF CRY2 CRYBG2 CUTA CYP1A1 DAB2IP DCTN2 DIS3L DNAJA2 DNAJC22 DOCK11 DQX1 DRD3 DUSP3 EBF2 EFEMP1 EHD1 EIF4G1 ERBB2 ESRP2 ESRRA ETV6 EVX1 F10 FAM170A FBLN1 FEZF2 FUT8 FXYD1 GALNT2 GATA4 GBE1 GBF1 GCC2 GGN GLTP GLUD1 GMPPB GOLGA4 GTF2I HDGF HEPH HIKESHI HIRA HNF1A HNF1B HNRNPAB HOXA10 HOXA9 HOXD3 HR HSD17B8 HTN1 IFFO1 IGF1R ILRUN INHBC INSR INVS IYD JMJD1C KCNE5 KCNK10 KLF3 KLF3-AS1 KYNU LAMP2 LEAP2 LGALS4 LHX1 LINC01101 LINS1 LMO3 LRP1 LRRC19 LRRTM3 LYSMD1 MANEA MAP1B MAP3K11 MARK2 MIR22HG MISP MLEC MOV10 MPRIP MREG MRPL40 MRPS28 MSI1 MTMR4 MYH10 MYRF NAGS NEK6 NHERF4 NLRP6 NOVA1 NR2C1 NR2F1 NR2F2 NR2F6 NR4A1 NRAP NRG2 NRXN1 NXPH4 NYAP1 OBSCN ODAD3 OTC PAK4 PALS1 PAX7 PCBP4 PDE8A PDZK1 PEPD PEX16 PHF21B PICALM PIK3R3 PIPOX PLLP PNPLA2 POLD4 PON1 POU5F1 PPARA PPARGC1A PPP1R14D PRDM16 PRG4 PRKACA PRKAG1 PRKCD PRKCSH PRODH2 PROX1 PRR14 PRRX2 PSME3IP1 PTMS RAB15 RAB5C RAPGEFL1 RARB RBKS RBMS1 RBP2 RCN2 REEP4 RHOB RNF5 RPRD1B RSPRY1 RTN4 RTP3 SCNM1 SEC16B SELENOI SELENOM SELENOP SERPINC1 SERTAD4 SHF SLC22A11 SLC25A47 SLC26A6 SLC39A4 SLC39A5 SMG5 SNAI1 SOS1 SPRY4 SREBF2 SRSF4 SRSF6 ST18 SYT6 TAOK3 TBC1D13 TCF12 TEX2 TGIF1 TLE1 TLK2 TMEM79 TNNC1 TOMM70 TP53 TP53BP1 TPGS2 TRAF4 TRIM47 TSPAN13 TTI1 UBE2K UBE2R2 UNC5B UQCR10 USH1C VWCE WDR81 WNT3 WRAP53 XPR1 ZBTB18 ZBTB40 ZBTB45 ZIC4 ZSWIM3 ZSWIM8 HNF4_DR1_Q3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HNF4_DR1_Q3 ADAMTS19 ADGRA2 AGPS AHCYL1 AIF1L ANGPTL8 AP1B1 ARHGEF12 ARHGEF7 ASXL1 ATAT1 ATN1 ATP1B1 ATXN7L2 BIN3 BPIFA2 C14orf132 C2CD2L CCL15 CDK16 CDX1 CKAP4 CKMT1B CLCN2 CLCNKA CLDN10 CLRN3 CNOT9 CNTFR CRABP2 CSF2 CUTA DAB2IP DCHS1 DCTN1 DCTN2 DIDO1 DMD DNAJA2 DNAJB12 DNAJC22 DPF3 DRC3 DUSP3 EEF1B2 EFEMP1 EFNB3 EGR3 EIF4EBP2 ENO3 ERBB2 ERBB3 ESRRA EXOSC7 F10 F12 FABP1 FAHD1 FAM170A FAM20C FBLN1 FGFR3 FKBP5 FOXA1 FOXA3 FXYD1 GALK1 GATA4 GBF1 GDNF GOLGA4 GPRC5B GRK5 GTF2I GTF3C2 GUCY2C HAGH HIBADH HOXA3 HOXA5 HOXB6 HOXD3 HSD17B8 HSPD1 HSPE1 ID1 IFFO1 IGF2BP1 INSR IP6K2 IRX6 ITGA1 IYD JMJD1C KCNE5 KCNK10 KIF6 KLC4 KLK6 LAMP2 LCAT LGI4 LHPP LMAN2 LMO3 LMOD3 LRP1 LRRN1 LRRN2 LYSMD1 MALL MAP3K11 MAP3K20 MARK2 MASP2 MED8 MICAL2 MIEF1 MIR22HG MLEC MLLT6 MLST8 MOBP MPC2 MPL MRPL11 MRPL2 MSX1 MTMR4 MTTP MYH10 NDST2 NDUFS1 NET1 NEUROG2 NHERF4 NPHP4 NPSR1-AS1 NR1H3 NR2C1 NR2F6 NR4A3 NUDCD1 NUDT22 ODAD3 OTC OVOL1 PABPN1 PAK1IP1 PAK4 PAN2 PAPLN PARP6 PAX7 PDLIM7 PDZK1 PELO PEX16 PFKFB1 PFN1 PGF PICALM PIEZO2 PIPOX PKLR PLEC PLEKHG6 PLPPR1 PNPLA2 POLD4 POLR2H POU5F1 PPARGC1A PPP1R14D PRDM1 PRDM16 PRKCD PRKCSH PRMT1 PRODH2 PRR14 PRR7 PRRX2 PSMF1 PTCHD4 PTH1R PTMS PTPRG PURA RAB5C RBMS1 RNF144B RNF183 RPRD1B RREB1 RTP3 SAMD14 SCAMP3 SCN1A SCNM1 SEC16B SEC22B SELENOM SEMA3B SENP2 SETD2 SGK1 SHF SHFL SHMT1 SLC23A3 SLC25A35 SLC26A6 SLC34A1 SLC39A5 SMOC1 SMYD5 SNAI1 SNAP25 SOD1 SOX5 SPRY4 SPSB2 SRSF6 SS18 STMN2 SYMPK SZT2 TBPL1 TCAIM TCN2 TIMELESS TLE1 TLK2 TNFRSF12A TOM1L2 TOMM70 TP53 TREH TREX1 TRPT1 TTI1 TTR TTYH2 U2AF1L4 UBE2K UBE2R2 USH1C USP12 USP37 VTA1 VWCE WDR81 WNT3 WRAP53 YBX2 ZBTB12 ZBTB40 ZBTB45 ZDHHC3 ZFHX3 ZIC4 ZNF436 ZNF436-AS1 ZNF516-DT ZNF644 ZPBP2 HNF4_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HNF4_Q6 ABCA12 ABCA6 ABCF2 ADM AGMAT AGO1 AGPAT1 AGR3 AGXT2 AJUBA APC AQP3 ARFIP2 ARHGEF2 ARHGEF37 ART3 ASB2 ATAD5 ATF4 BMF BOD1L2 C11orf52 C1S C1orf210 C4A C4B C8A C9 CAB39L CACNA2D3 CACNB2 CACUL1 CBX7 CCDC136 CCDC51 CCDC85B CCER1 CCN2 CCNB2 CDKL5 CFB CGN CLDN15 CLN5 COL25A1 CPLX2 CREB3L2 CTDSPL2 DACT2 DAP3 DNAJC22 DUSP3 DYRK1A DZIP1L EBF2 EDEM1 EFNB1 ELF4 EMP1 EMX1 EMX2 ENOX2 ENPP6 ERBB3 ERGIC3 ETV1 EVX1 EXOSC7 FAM91A1 FBXW4 FBXW7 FKBP2 FOXA1 FOXG1 FOXO1 FOXP2 FUT11 FUT2 GAMT GATA4 GBA2 GGNBP2 GIPC2 GLYAT GPD1 GPX2 GRB7 GRHL2 GRIA3 GTPBP1 H2AX HBEGF HEPACAM2 HJV HNF1A HNRNPA0 HOMEZ HOXA10 HOXA11 HOXA3 HOXA5 HOXB7 HPCA HTN1 ID2 IER5L ILVBL IMPDH1 INCA1 INSR IPO4 ITGA1 ITGA3 ITGA5 JMJD1C KANSL1 KAT5 KCTD12 KIAA0040 KIF1C KIFC3 KIRREL3 KIRREL3-AS3 KLC4 KMT2A KRT24 KRT35 LAD1 LCAT LHX1 LMO3 LRRC17 LUZP1 LYRM1 MAGED1 MAN1A1 MAP2K6 MCU MEIS2 METRN MID1 MIR600HG MISP MLEC MMP16 MOBP MRPL2 MTMR4 MTTP MXD4 NAV2 NFE2 NHERF1 NIPBL NLK NOSTRIN NPNT NR5A2 NRG2 NUMB ORAI3 PAK1 PANX2 PART1 PCDH17 PCDHGC3 PDZK1 PELO PHF21A PICALM PIK3R3 PIPOX PKLR PLA2G12B PLEKHG6 PLS1 PPCDC PPP1R13B PRDM1 PRKACB PROS1 PROX1 PRR14L PSME3IP1 PTMS PTPRH PURA RAB1A RAB3D RALY RARA RARB RASAL2 RASSF5 RBFOX2 RBM24 RINT1 RND1 RNF17 RNF40 RNF5 RRM1 RSPRY1 SCAF4 SEC16B SEMA3B SEPTIN10 SERPIND1 SESN3 SFRP2 SH2D6 SLC16A4 SLC22A7 SLC25A14 SLC25A5 SLC26A10P SLC35G3 SLC35G5 SLC39A14 SLC41A2 SLC5A2 SLC7A8 SLN SLPI SMAD6 SOWAHC SP140 SP7 SP8 SPEM2 SPINT1 SPRY1 SULT2B1 SUSD2 TAGLN2 TGFB1 TIMM10B TIPRL TLE1 TLK2 TM4SF20 TM6SF2 TMA7 TMBIM1 TMEM150A TMEM88 TRAF3 TRAPPC8 TREH TRIM15 TRPS1 TSHZ3 TSKU TTC27 TUBA1C UCK2 USH1C WIPI1 WNK4 WNT3 XK XPNPEP2 XRCC5 XRCC6 YY1AP1 ZBTB8OS ZDHHC3 ZIC2 ZNF3 ZNF32 ZNF513 HNF6_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HNF6_Q6 ABI1 ADGRB3 ADGRL2 AGPAT4 AK8 ANKRD1 ANKRD28 AP1S2 ARHGEF12 ARL6IP1 ARRDC3 ASTE1 ATP6V1H BAMBI BBOF1 BCL11B BHLHE41 BMT2 BNC2 BRINP1 C18orf25 C1orf122 C6orf62 CA10 CACNA2D3 CADM1 CALN1 CAST CBX3 CCDC88A CCL2 CCND2 CD68 CDAN1 CDH10 CDH16 CDH6 CDH9 CELF4 CHCHD7 CHD2 CHN2 CLDN14 CLSTN2 CNBD1 CNTN4 COL13A1 COL25A1 CPNE1 CSMD3 CUX1 DAAM1 DAB2 DCDC1 DCTN1 DGKG DLX2 EBF2 EDN1 EPN3 ESM1 ETV4 FABP4 FAM83F FBXO11 FFAR2 FGF8 FLRT3 FNBP4 GABARAPL2 GAL3ST4 GEN1 GNAO1 GPBAR1 GPR85 GRIK2 GRIN2A GRM3 GSX1 GTF2F2 GUCA1C HABP2 HBP1 HCN1 HDX HERC4 HNF4G HNRNPA2B1 HOXA11 HOXA3 HOXB9 HOXC4 HOXC6 HOXD10 HSD17B14 HTR3B IGF2BP1 IL1RAPL1 ING2 INPP4B JARID2 JAZF1 JPH4 KCNAB1 KCTD15 KLHL1 LBX1 LINC01597 LMO4 LMTK2 LRMDA LRRN3 LTA MAB21L2 MAPK8IP1 MAT2A MBNL1 MEF2C MIR137HG MITF MN1 MROH2B MSTN MTMR11 MTMR6 MTUS1 NDST4 NECAB3 NEK11 NEUROD2 NEUROG1 NFIX NHLH2 NIPBL NLN NMNAT3 NOVA1 NPR3 NR2C2 NRAS NRG1 NSD1 NTF3 NUP107 OGG1 OR2K2 ORC4 OTP OTX2 PAX3 PAX8 PAX9 PCDH17 PDGFRA PDZD2 PDZK1 PDZRN4 PFN2 PHOX2B PIK3R1 PITX1 PLAG1 PLPPR1 POGZ POU2F1 POU4F2 PPP1CB PRDM13 PRDX5 PREX2 PRICKLE2 PRR34 RAI2 RARB RBFOX1 RCAN2 RERE RUNX1 S100PBP SALL1 SEMA3A SGIP1 SGTB SH2D1A SIAH3 SIPA1 SIX1 SLC12A2 SLC17A6 SLC25A13 SLC6A9 SLITRK1 SOX4 SP8 SPACA9 SPINK1 SRPK2 SSH3 SST STAT3 STOML2 SULF2 SYT6 TAFA1 TDRD5 TECTA THRA TLE1 TLE4 TMEM88 TNF TOB1 TOB2 TPP1 TRMT112 TSHZ2 TSHZ3 TSPAN33 TSPAN6 TTC17 TTR TWIST1 UCKL1 UNG VLDLR WASL WNK1 XPR1 YRDC ZC3H11A ZC4H2 ZDHHC9 ZHX2 ZIC1 ZIC3 ZIC4 ZNF532 ZNF711 ZNF827 ZPLD1 HOX13_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOX13_01 AMMECR1L CALD1 CASKIN1 CCND1 CDK16 CDR2L COLEC10 DPH5 EHBP1 EMX2 FAM135B FBXO11 FEZF2 FOXA1 GNAI1 GPR161 GSX1 H2AC6 HOXB5 HOXD4 IGF1 KCNH3 LMO4 MIR9-1HG NDFIP1 NEO1 NTF3 OTUD7B PDE2A PHF21A PPP2R2B PRRX1 SMOC1 SON SVIL SYNPO2L TFAP2D TNRC6A TRIM8 TRPV6 UBALD1 UNC5B UNC5C YES1 ZNF485 ZNF516-DT HOXA3_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOXA3_01 C1QL1 DHH FCHSD1 GRK6 HTRA4 LMO2 LTBP1 RBMS1 SALL1 SHOX2 SIM1 TRAF3IP2 TTLL6 TXNRD1 HOXA4_Q2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOXA4_Q2 A1CF ACTR3 ADAMTS17 ADCYAP1 ALK ALPK2 AMD1 ANKRD1 AP1S2 APEX2 APOE ARFGAP2 ARHGEF2 ARHGEF7 ARID1A ARL4C ASB4 ATL3 ATP2A3 ATP2B4 BAMBI BBOX1 BDNF BLTP3A BMP4 BMP5 BMPR1B BOC C1orf116 C5orf64 C8A CACNA1S CACNB3 CADM1 CAMK2D CAP1 CARF CCND1 CDC14A CDX2 CEP95 CGN CHMP1B CHST8 CHST9 CLDN14 CMTM4 CNN3 COL10A1 COL17A1 COMMD10 CORO6 CPEB4 CREB5 CRH CS CSNK1A1L CTNNB1 CWC15 CXCR5 CYBB CYLD DCDC1 DDX5 DENND2B DES DICER1 DLG2 DLX1 DMD DNAJA2 DNAJB4 DPP10 DSG4 DUSP6 EDN2 EFNB3 EIF4G2 EIF5A ELK3 ELMO2 EMCN EOMES EPHB2 ERG ETV6 FAM135B FAM13B FAM91A1 FAP FBXO40 FEZF2 FGF19 FGF3 FHOD1 FLI1 FMO5 FOXN3 FOXP2 FRA10AC1 FSIP2 GABARAPL2 GAL3ST3 GCK GLMN GPC3 GPR150 GPR157 GPX1 GREM1 GRIA1 GRK2 H2AX HDAC4 HHATL HIVEP3 HMGA2 HNF1A HOXA4 HOXA9 HOXB7 HOXB8 HOXC4 HOXC5 HOXC6 HOXD4 IL1RAPL1 ITGBL1 ITIH6 JADE1 JPT2 KCNJ8 KDM4D KLF5 KRT25 KRT28 KRT34 KRT73 LINC00472 LMO1 LMO3 LRRC39 LRRTM1 LRRTM3 LTBP1 LUC7L3 M6PR MAMDC2 MAP2 MAP3K2 MAP7D2 MBNL2 MED24 MEF2C MIR9-1HG MITF MMP12 MMP14 MON1A MTFR1L MYBPC2 MYF5 MYH2 MYH4 MYH8 MYO18B NDFIP1 NEK7 NEO1 NKX2-1 NPAS2 NR2F1 NRP1 NSD1 NSD3 NTRK2 NUP210L NUP54 NXF1 OTX2 PABIR1 PAK3 PALS1 PART1 PBXIP1 PCDH9 PDZRN4 PER1 PGAP1 PHC2 PHOX2B PIK3R1 PIM1 PITX2 PLEKHA6 PNOC POGZ POU2F1 PPARGC1A PPM1E PRKAB1 PRRX1 PTPN22 RBFOX1 RBM4 RBMS3 RCAN2 RELCH RFX4 RFX5 RHBDL3 RIPK4 RNF43 ROBO3 RP1L1 RPA3 RPAP2 RPP25 RSRC1 RTL9 RWDD3 SAV1 SDE2 SESN2 SFN SHANK1 SHOX2 SLC26A7 SLC37A4 SLC9A5 SLITRK1 SMOC1 SNX15 SOX5 SP7 SPAG9 SSH2 STAC2 STAG2 STC1 STOML2 SYNCRIP SYNE2 TBC1D21 TECTA TFAP2B TFAP2D THRA TMEM31 TMEM81 TNFSF18 TNNC1 TOB1 TSHZ3 TTLL6 TUBB4A TUT1 UBASH3B UBE2E4P WDPCP WT1-AS YPEL4 ZBTB18 ZFAND6 ZFP36L1 ZFP36L2 ZHX1 ZIC1 ZIC4 ZNF219 ZNF654 ZNF827 HP1SITEFACTOR_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP1SITEFACTOR_Q6 ACRV1 ADAM11 ADAM28 ADGRF1 AFP ANKRD28 ANP32D ANPEP AP1G1 AP1S2 ARFGEF1 ASIC4 ATP2B3 ATP6V1E2 AXL BARHL1 BCL11A BCL6 BHLHE41 BMP5 BNC2 C17orf50 C3orf14 CA4 CACNA2D3 CADM2 CALCRL CASP8 CDK11A CDK11B CDKL5 CERT1 CFAP161 CHD2 CHRDL1 CITED2 CNTFR COLCA1 CRYGD CS CSF3 CTCF CTNNBIP1 CYFIP2 DDX17 DIO2 DLG2 DLX1 DMD DMTF1 DPYSL2 DRD3 DSEL DUSP10 DYNC1LI1 DYNC1LI2 ECHDC2 EIF4G2 ELF4 EML4 ENSG00000291228 ESRRG FAM53B FAP FBN2 FBXL19 FBXL19-AS1 FLRT1 FMO3 FOXA2 FOXD3 FOXP2 GCNT2 GET4 GPATCH2 GPC3 GPR156 GPR27 GRHL3 H3-3B HAPLN2 HBP1 HDAC9 HHEX HIVEP3 HOXA11 HOXA4 HOXA9 HOXB3 HOXB7 HOXC11 HOXD3 HSD17B2 ID3 IGF1 IKZF2 INO80 IP6K2 JADE3 JAG1 KIF1B KRT14 LCOR LCT LEMD1 LHX1 LHX6 LIX1 LMNA LMO4 LRFN5 LRRN3 LUC7L LUC7L3 MACROH2A1 MAP2K6 MAP4K4 MAPK10 MBNL1 MBNL2 MECOM MEIS1 MMP27 MPRIP MRPL28 MSTN MTCH2 MTPAP MYCBP MYH2 MYO18A NCALD NCKAP5 NCOR1 NFIX NIPBL NOG NOSIP NPAS3 NR5A2 NRXN3 OFCC1 P2RY10 PARD6A PCDHA7 PCYT2 PDZD2 PHF3 PIK3R1 PITX2 PJA1 PLPP7 PLS3 PNMA1 PNPLA6 POLK POU2F1 POU3F3 POU4F1 POU4F2 PPP1CB PPP2R1B PREX2 PRICKLE1 PRKACB PRKAG1 PROK2 PTGR3 PUM2 RAB3IP RBFOX1 RBP4 RCC2 RCOR1 RDH10 RGS3 RHOQ RIN2 RNF144B ROGDI RTL9 SAMD3 SCHIP1 SCML1 SCML4 SEZ6 SFXN5 SLC5A12 SMAD1 SNCAIP SOX2 SOX4 SPARC SPATA17 SRSF2 SSMEM1 ST8SIA2 STAG2 STC1 STEAP2 SYNCRIP TAPBP TBX2 TDRD5 TET2 TFAP4 TFDP2 TGFB3 TGIF1 TLE4 TMEM131L TMEM164 TMEM62 TMEM88 TMEM95 TNIP3 TNKS1BP1 TNNC1 TSHB TTLL6 TUBA1A TYRO3 UBE2E4P UBXN10 USP13 VAMP3 VLDLR WBP2NL XK XPO1 YPEL4 ZBTB10 ZFP36L1 ZIC1 ZNF827 HSF1_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HSF1_01 AAMP ABCC5 ABCD1 ABHD3 ACOT7 ACTN2 ADAMTS2 ADAMTS9 ADCY6 ADCY8 AGPAT1 ALKBH6 ANKRD22 ANKRD28 ARHGAP6 ASAH2 ASCL4 ATG13 ATL2 ATP1B2 ATP6V1A BCAP31 BCL6 BCL9 BMPR2 BNC2 BPIFB1 C10orf53 C12orf50 CACHD1 CACNA2D2 CADM1 CARF CBX3 CBY1 CCDC126 CCDC65 CCM2 CCNG1 CCT3 CHD1 CHML CHORDC1 CHST8 CISH CLDN2 CMTM4 CNTF CREM CRISP1 CSRNP3 CYLD DAZ2 DAZL DBI DENND1B DMD DMRT1 DMRTA1 DMRTB1 DNAJA1 DNAJB1 DNAJB5 DUSP1 E2F3 EGR3 EHD1 EIF5 ELAVL4 ELOVL5 EOMES EPHA2 EVA1C FAP FBXW4 FHL1 FKBP4 FLNC FNDC9 FOS FOXB1 FOXD2 FSTL3 GAD1 GAD2 GATA3 GDPD3 GIGYF1 GIMAP4 GLRA3 GOT1L1 GPBP1 GPR17 GPRASP2 GREB1 GRIK1 GRM1 GSN GSTA5 H2AZ1 HARBI1 HCN4 HIKESHI HIPK1 HIVEP2 HNRNPA2B1 HOXB8 HS6ST3 HSP90AB1 HSPA8 HSPB1 HSPB8 HSPD1 HSPH1 HTN1 ID4 IER5L IGFBP5 IL2 ILDR2 IQUB IRF2BPL ISYNA1 ITGA8 IZUMO1 JAM3 JMJD6 JUN KANK2 KCNQ1 KNTC1 KRIT1 KRT81 KRT85 LAMTOR3 LAP3 LARP4 LENEP LHFPL2 LINC00114 LINC00173 LINC01106 LRRC8B LUZP1 MAGI3 MAP2 MAPK14 MAPK1IP1L MARCHF10 MARCKSL1 MBNL2 MIR137HG MKX MOBP MORF4L2 MRPS6 MYOCD NAA50 NECAP1 NEK6 NETO2 NFAM1 NFATC3 NFATC4 NKPD1 NNAT NOB1 NOL4 NR2C2 NR2F1 NR4A3 NRXN3 NT5C3A NUFIP2 OPRD1 OSR2 OTP OTX2 PACSIN3 PAK1IP1 PAK3 PCDH10 PDE6D PHF6 PIKFYVE PIM1 PIP5K1A PIP5K1P1 PLEKHB1 PLXDC2 PLXNA2 PLXNC1 PNKD PNMA1 POU4F3 PPP2R2C PPP2R5C PPT2 PRDM12 PRKAG1 PTGIS PTHLH PURG RAB6B RASGRP2 RBFOX1 RBPMS RFX4 RIMS2 RNF220 RNF5 RORB RPH3AL RPRD2 RSRC2 RTN1 SCG2 SCUBE3 SEM1 SERPINH1 SETD2 SGF29 SHANK1 SHISA6 SIDT1 SIX4 SLC24A4 SMAD1 SMYD1 SOCS2 SOCS5 SPO11 SREBF2 SRP54 ST13 STC1 STIM2 STX12 TAB2 TFAP2D TGIF1 TLK1 TMEM107 TMEM131L TMEM243 TNFRSF19 TNPO3 TPI1P2 TPM2 TRDN TRERF1 TREX1 TRIB1 TSACC TSHZ3 TSSK3 TXLNGY TYR U2AF1L4 UBE2E2 UMODL1 UNC79 VASH1 VTCN1 WDR12 WNT8B WRN XPNPEP3 YWHAG ZBTB20 ZBTB9 ZC3H11A ZFX ZNF212 ZNF280C ZNF777 HSF2_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HSF2_01 AAMP ABCC5 ABHD3 ACOT7 ACTN2 ADAMTS2 ALKBH6 ARL4C ARL6IP6 ASCL4 ATP6V1A ATXN1 BCAP31 BCL6 BCL9 BICRA BNC2 BPIFB1 C12orf50 C1QTNF7 CACNA1D CACNA2D2 CAMKV CASQ2 CBFA2T3 CCDC126 CCT3 CCT4 CCT8 CDK5R1 CHORDC1 CHST2 CISH CLASRP CLDN2 CLEC4D CMTM4 CNTF COL13A1 COL16A1 CREM CRISP1 CRYAB CSRNP3 CYLD DAZ2 DAZL DDX17 DERL1 DMD DMRT1 DMRTB1 DNAJB1 DNAJB5 DND1 DUSP1 DYNC1I2 E2F3 EEFSEC EFNB3 EGF EGR3 EIF4A2 EIF4G2 EIF5 ELAVL4 ELOVL5 ENPP2 EVA1C EWSR1 FANCL FBXW4 FGF5 FHL1 FKBP4 FLNC FLT4 FNDC9 FOS FOXR1 FSCB FSTL3 GABRB1 GAD1 GDPD3 GIGYF1 GIMAP4 GIPC2 GNRHR2 GOT1L1 GPBP1 GPRASP2 GREB1 GRIK1 GRM1 HERC4 HIKESHI HIPK1 HIVEP2 HLA-B HNRNPA2B1 HOXB8 HS3ST4 HS6ST3 HSPA1A HSPA1B HSPA1L HSPA8 HSPB2 HSPB8 HSPD1 HSPH1 HTN1 IER5L IGFBP5 IL1RAPL1 IL2 IRF2BPL ITGA8 IZUMO1 JARID2 JUN KCNK9 KCNQ1 KDM3A KNTC1 KRIT1 KRT85 KRTAP19-6 LAMTOR3 LAP3 LARP4 LHFPL2 LINC00114 LINC01106 LMOD1 LRRC8B MAP2 MAPK14 MAPK1IP1L MARCHF1 MARCHF10 MAT2A MBD6 MBNL2 ME1 MED12 MEF2C MID1 MIR137HG MMP19 MOBP MORF4L2 MYOCD NAA50 NEK6 NFAM1 NFATC3 NFATC4 NFKBID NKX2-1 NNAT NOL4 NR2C2 NR2F1 NR4A3 NT5C3A NUFIP2 ONECUT2 OPRD1 OTP OTX1 OTX2 PACSIN3 PCDH10 PCDH7 PDE6D PDGFB PDLIM5 PEX11B PIP5K1A PIP5K1P1 PLA2G4D PLEC PLOD1 PNKD PNMA1 POLD4 POU4F3 PPID PPT2 PRKAG1 PTGES3 PTPRA RAB30 RAB6B RALGDS RALYL RASGRP2 RBPMS RFX4 RGS8 RHBDD3 RIMS2 RNF144B RPH3AL SEM1 SERPINH1 SETD2 SGF29 SHANK1 SHC3 SIX4 SLC25A41 SLC5A7 SMAD1 SMYD1 SPIN1 SPO11 SPTB SREBF2 SRP54 SRSF1 SSBP3 ST13 STAG2 STC1 STIM2 TAB2 TBX5 TFAP2D TGIF1 TJAP1 TMEM243 TMEM71 TOMM40L TPI1P2 TPM2 TRDN TRERF1 TREX2 TRIB1 TRIM8 TSACC TSPAN31 TSPAN6 TSSK3 TXLNGY TYR UBE2E2 UMODL1 VASH1 WRN XPNPEP3 YWHAG ZBTB20 ZC3H11A ZNF212 ZNF777 HSF_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HSF_Q6 ACO2 ACOT7 ADCYAP1 ALKBH5 AMPD2 ANK3 ANKRD17 AP1G2 ARHGEF38 ATF2 ATF3 ATP2C1 ATP6V1A ATP8B4 BAHD1 BCL6 BFSP2 BPIFA2 C10orf88 C12orf50 C1RL C6orf62 C8orf17 CACNA1G CALY CBX3 CCDC140 CCDC91 CCN1 CCT3 CD248 CHRM1 CHURC1 CKS1B CLSTN3 CNNM1 CNTN5 COLCA1 CORO1A CPLX2 CREB3L2 CRYAB CSRNP1 CSRP2 CYP46A1 DALRD3 DCSTAMP DCUN1D3 DMRTB1 DNAJB1 DNAJB5 DPF2 EDN1 EIF1 EIF4A2 ELAVL2 FAM24B FHL3 FKBP4 FOXN1 FSCB GABRQ GAD2 GAS7 GATA6 GEMIN4 GPBP1 GPHN GRAMD2B GRIA4 GRM8 GSN GTF2A1 HECTD4 HNRNPA2B1 HOXC4 HS6ST3 HSP90AB1 HSPA1A HSPA1B HSPA1L HSPB2 HSPBP1 HSPD1 HSPE1 HSPH1 IFT43 IKZF2 IL17RE IL4 INPP5E ITPRIPL1 JADE2 JMJD6 JOSD2 JPT2 KCNH5 KCNIP1 KCNK18 KLF14 KLHL41 KRT85 LGALS8 LGI1 LRRK1 LTBP1 LUC7L LYRM1 LYVE1 MAP3K3 MAP4K4 MAP6 MARCHF1 MARCHF6 MAX MID1 MID1IP1 MLLT3 MORF4L2 MSX1 MXRA8 MYH14 MYOD1 NAA50 NCKAP5 NFIA NKX2-2 NNAT NPPB NUTF2 ODAPH OLFML3 P4HA1 PAX3 PCSK1 PHF5A PHF6 PIGV PLOD1 PNCK PPCDC PPID PPP1R9B PPP2R2A PRG4 PRKAB1 PSEN1 PTOV1 PTPRA PURA R3HDM2 RAI1 RBP5 RCOR2 RELCH REM2 RFX4 RHOQ ROBO1 RPL28 RSPO2 RTN1 SEMA6C SERPINH1 SH2D2A SHC1 SIN3A SIX4 SKIDA1 SLC4A10 SNAP25 SPIN1 ST13 STAG2 STC1 STK3 TAF10 TENT5A TLL1 TMEM256 TMEM35A TNFAIP8 TNKS1BP1 TNPO3 TNXB TPI1P2 TSACC TSC22D2 TSPAN17 TSPAN6 UBB UBE2H UBE2K UBE2W UCHL1 USPL1 UST WNK4 XPNPEP3 YWHAG ZBTB25 ZBTB32 ZBTB37 ZFP69B ZNF428 ZNF516-DT ZNF541 ZNF706 ZNF777 HTF_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HTF_01 AMER2 ARL5B ARMCX2 ASXL2 ATRNL1 BCL11B BUB3 CCND1 COG3 COL1A2 CPNE1 CREB3L1 CWC25 DHDDS DNAJB4 DNM3 ELF1 EML1 FKBP14 GBF1 GRIA3 HID1 HM13 HMBOX1 HMGB1 HOXA9 HOXC4 IL1RAPL1 INTS9 JADE1 JADE2 KLF14 MN1 MORF4L2 NHSL2 NKX2-2 NLGN2 NMNAT2 NPAS2 NUMBL OLIG3 PAK1IP1 PCYT2 PIP5K1A POLG PRRX1 QRICH1 RBM26 RFX4 RGS1 SEC61A1 SGK1 SIK2 SND1 SOX14 SRP54 SRSF2 STAT3 STT3A SUCO SYT11 TSHZ3 TSPAN13 TSSK2 TYRO3 UBQLN1 UFC1 USO1 ZBTB47 ZFHX3 ZIC4 ZNF280C ICSBP_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ICSBP_Q6 ADAM8 ADAR AIF1 ALDH1A1 ANGPTL4 ARHGEF6 ARL5B ARMCX6 ASCL2 ASPA ATP10A ATP11C ATP5PD B2M BANK1 BATF2 BBX BCL11A BST2 BTAF1 C12orf4 CABLES1 CACNA1C CASK CASP7 CBX4 CCDC140 CCDC148 CCDC6 CDK6 CDKN2C CELF3 CHD6 CHST1 CITED4 CMTR1 CNTFR COL4A1 COL4A2 CPEB4 CRACR2B CREBZF CSAD CTSS CXCL16 CXCR4 CYB561D1 CYB5B CYP7A1 DAGLA DAPP1 DDB2 DGKA DIO2 DLG2 DNAH6 DTX3L DUSP10 ECM2 EIF5A ELAVL2 ELK4 EMP1 ENPP2 ENTPD1 EPN1 ERBB2 EREG ESR1 FAM53B FES FGF6 FGF9 FMR1 FNBP1L FRY FUT8 GATA6 GPR22 GRIPAP1 GSDMD GZMK H1-2 HAPLN1 HAS3 HDAC4 HIVEP1 HMCN1 HNRNPD HOXA13 HOXA3 HOXB7 HPCAL1 IDO1 IFI35 IFI44 IFIH1 IFIT3 IFNB1 IFNL2 IFNL3 IKZF2 IL18BP IL1RAPL1 IL21 IL22RA1 IL27 IRAG2 IRAK1 ISG15 ITPR1 ITPR3 JADE2 KCNJ1 KCNMB3 KDM2A KLHL13 KRT12 KYNU LAMA3 LGALS8 LGI1 LINC01565 LINC02363 LRP2 LRRN3 LURAP1L LY75 LY86 LYSMD2 MAML3 MAP2K6 MAP3K11 MCUB MED13 MEIS2 MGAT4A MOV10 MPDZ MSX1 MXI1 NABP2 NDRG3 NFKB1 NIPBL NKX2-2 NOL4L NPAS3 NPR3 NRG4 NT5C3A OSR2 OTX1 P2RY13 PARP12 PARP9 PAX3 PCDHGC3 PHF6 PIGR PIGV PIK3R3 PKP4 PLD5 PLP1 POU4F1 PPARGC1A PPP2R5C PRDM16 PRDX5 PRKD2 PSMA3 PSMB8 PSMB9 PTK2 PURA PYM1 R3HDM2 RAD51AP1 RAPGEF6 RBCK1 RBM39 RCOR1 RIPK2 RRBP1 SATB2 SCML1 SEMA6D SIK3 SIX1 SKIDA1 SLC11A2 SLC12A7 SLC15A3 SLITRK6 SOCS1 SORBS1 SOS1 SP110 SP140 SP8 SREK1 ST3GAL4 STAT6 SYNCRIP SYNE2 TAP1 TAPBP TAPBPL TBX1 TCF15 TCIRG1 TEK TFDP2 TFEC TGIF1 THBS1 TLR7 TMPRSS11A TNFRSF17 TNFRSF19 TNFSF13B TNFSF15 TOP1 TOR1AIP1 TRMT112 TRPM3 TSKU TSPAN2 TUBB6 TWIST1 UBA7 UBR3 USF1 USP18 USP28 USPL1 VGLL4 WDPCP WDR82 XRN1 ZBP1 ZBTB18 ZBTB33 ZEB2 ZER1 ZFPM1 ZIC5 ZMYND15 ZNF296 ZNF366 ZNF407 ZPBP2 IK1_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IK1_01 AAMP ABCA2 ABCC5 ABR ACKR3 ACTN1 ACVR2B ADAMTS20 ADAMTSL5 ADGRB3 AHNAK ALKBH6 ANKRD39 APBA1 APOLD1 APPL1 ARAP3 ARHGAP5 ARID1A ARPC2 ASCL3 ATP1A3 ATP1B1 ATP2B4 ATXN7L1 BAZ2B BCKDK BCL3 BMP4 BRCA1 BTF3P11 C1orf122 C9orf43 CCDC91 CCL20 CD69 CD86 CD93 CDK6 CDKN2C CEP95 CFAP251 CHAD CILP CITED2 CLASRP CLCN1 COBL COL12A1 COX18 CPSF7 CRTAC1 CXCL14 CYP26A1 DALRD3 DCSTAMP DDX5 DHRS4 DHRS4L2 DLL4 DLX1 DOC2A EHF EIF4ENIF1 ELF5 ELK4 ELMO3 EPHB2 ERC1 FAM117A FAM89A FBXO3 FGF13 FGF17 FILIP1 FNBP1L FOSL2 FOXD3 FOXO4 FOXP1 GADD45B GATAD1 GNA11 GNB2 GNL3LP1 GP2 GPM6A GRIN2B GSTT4 GUCY1B1 HCN3 HID1 HIVEP1 HMGA2 HOXB13 HOXB4 HOXC11 HOXC4 HOXC5 HOXC6 HS3ST4 ICAM1 IFNB1 IL13RA1 IL1RAPL1 IL6 IRF2BPL ITM2B ITPR1 JPT2 JUN KCNAB1 KCNJ2 KCNQ4 KIF12 KIRREL2 KPNA3 KRT36 LAMA1 LCN10 LHX6 LIFR LINC00670 LINC02908 LNX2 LRMDA LRP1 LRP2 LRP2BP LTBP1 LUC7L3 LUZP1 MCU MED1 MEOX2 MID2 MIR17HG MKNK2 MMP16 MOB3C MRPS18B MRPS36 MRTFA MSI1 MSX1 MYOCD NAPB NAPG NCOA2 NDP NDUFAF3 NEK4 NEK6 NFATC2IP NFKB2 NKX2-1 NLK NNAT NOA1 NR2F6 NR3C2 NR4A3 NSD1 OR10A5 OTX1 P2RX1 PACSIN2 PARP8 PATL1 PCDH17 PDE10A PHLDB1 PI16 PIAS1 PLA2R1 PLPP3 PNKD PNLIPRP1 POLA1 POLE3 POLR2B POLR3B POU3F3 PPP1R10 PPP2R5E PRDM1 PREX2 PRKACA PRMT1 PROP1 PSD PTCH1 PURG R3HDM1 RAB10 RARB RBM4 RBMS1 RDH10 RELB RFX4 RHBDF1 RND1 RNF128 RNF213 RNF43 RORA RRM1 SALL1 SAV1 SEMA3G SEMA6A SERBP1 SGCD SHC3 SKIDA1 SLC26A6 SLITRK1 SMOC1 SMYD2 SNCAIP SOBP SOCS2 SORBS3 SP4 SP6 SPEN SRSF7 ST13P4 STARD13 STOML2 SYCE1 TASL TBX19 TBX20 TBXT TEF TES TFAP2A TGM3 THAP8 TINAG TJAP1 TMEM69 TMEM88 TMEM94 TMEM95 TNFRSF21 TNFSF15 TNFSF18 TNIP1 TNNC2 TOP1 TOR1AIP2 TRPC1 TRPC4 TUBGCP4 TWIST1 UBE2H USP15 VAMP3 VARS2 VAT1 VGF VPS53 VSNL1 VSX2 WDR62 WRN WWP2 YRDC ZBTB37 ZC3H11A ZEB1 ZFPM2 ZIC4 ZIC5 ZNF687 ZNF710 ZNRF1 ZPBP2 ZSCAN29 IK2_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IK2_01 ABCG5 ACE2 ACTB ACTN1 ACVR2B ADCY6 AGBL5 AGPAT4 AHNAK AKT2 ALKBH6 AMMECR1 ANK3 ANKRD39 AP1G2 ARAP3 ARHGAP44 ASB4 ASB7 ASCL2 ASPA ATOH7 ATP6V0D1 ATXN7L1 AXIN2 BCKDK BCL11A BCL2 BCL3 BDNF BEND6 BLNK BMF BMPR2 BOC C12orf50 CA14 CACNA1C CACNG3 CALU CAPZA1 CCDC91 CCN2 CD86 CDH5 CDK6 CDKN1B CERT1 CGN CHST8 CKMT1B CLASRP CNTN1 COL12A1 COLEC11 CPNE1 CPSF7 CRYAB CXCL14 CXCR3 CXXC4 CYP26A1 CYRIA DALRD3 DCSTAMP DDX17 DENND1B DLX1 DOCK4 E2F4 EHF ELF5 ELK4 ELMO3 EPHA2 EPHB2 ERC1 ETS1 ETV1 EXOC3L1 FAM20B FAM50A FBRS FGF13 FGF17 FGF20 FNBP1L FOLR1 FOSL2 FOXN3 FOXO4 FPGS GBA2 GDI1 GLP2R GNB2 GPC4 GPM6A GRAMD1C GRIN2B GRK5 GUCY1A2 HAUS3 HCN4 HCST HDAC3 HDAC4 HES1 HIVEP1 HMGA2 HOXA3 HOXB2 HOXB4 HOXB5 HOXC11 HOXC4 HOXC5 HOXC6 HS6ST3 HSPB2 IGF1R IGFBP6 IGSF22 IRF2BPL ITM2B JARID2 JPT2 KAT14 KBTBD8 KCNQ4 KCTD4 KLF12 KPNB1 KRT3 LINC01565 LINS1 LRMDA LRP1 LRP2 LRRFIP1 LTBP1 LUZP1 MAGED1 MAP2K6 MBD5 MN1 MSX1 MXRA8 MYH1 MYH11 MYOCD NAA15 NAPB NCOA2 NDP NDUFAF3 NFATC4 NFIA NFKBID NFKBIE NLK NNAT NR1H3 NRGN NRP2 NSMCE3 NXPH1 ODF1 OSR2 OVOL1 P2RX1 P2RY4 PAK3 PAK6 PARP2 PARP8 PATL1 PCF11 PCK1 PDGFC PDLIM5 PHACTR3 PIAS1 PKIA PLPP3 PMP22 POLR3B POU3F3 PPFIA2 PPP1R12A PRDM1 PRDM13 PRICKLE3 PRKAG1 PRMT3 PRPS2 PSD PTCH1 PTGR3 PTPN12 RALGPS2 RASA2 RBM14 RBMS1 RBMS2 RDH10 RELB RELL2 RFX4 RNF122 RNF182 RNF213 RORA RUNX1T1 SAT1 SEMA3F SERPINB7 SGCD SGMS2 SHC3 SHCBP1L SLC26A10P SLC26A6 SLC26A7 SLC35A2 SLC5A3 SLCO3A1 SLITRK1 SMYD2 SNCAIP SORBS3 SP6 SP7 SPEF1 SPEG ST7L STAG2 STIP1 SUPT16H SYTL2 TACC2 TBX19 TBXT TEAD2 TES TFAP2A TGIF1 TLE3 TMCO6 TMEM88 TMEM94 TMEM95 TNFRSF21 TNFSF15 TNFSF18 TOR1AIP2 TRIM50 TTLL6 TTN TYRO3 UBE2E4P USP2 VAMP3 VARS2 VEGFA VIP VPS53 VSNL1 WNT4 WNT8B ZEB1 ZFPM2 ZNF485 IK3_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IK3_01 AAMDC ACE2 ACOT9 ACTN1 ADAM15 ADGRB3 AMBN AMMECR1 ANK3 AP1G2 APBA1 ARAP3 ARHGAP29 ARMH3 ARPC2 ASCL3 ASIC1 BAZ2B BCAM BEST3 BNC2 BTF3P11 C12orf50 C18orf25 C1S C2 CA10 CADM1 CBX8 CCDC148 CCDC3 CCL20 CCN1 CD3E CD40 CDK9 CEP120 CEPT1 CHAD CHRNB2 CHST8 CLASRP CLRN1 CNTN4 CPSF7 CXCL5 CXCL6 CYP17A1 DBNDD2 DCX DHRS4 DIO2 DNAH9 DNAJB8 E2F4 EDEM1 EGR1 EGR3 EHF EIF4A2 EPB41 EPPIN ESM1 ETV6 EVI5L EXOC3L1 FAM117A FGF10 FGF17 FGF20 FLNC FOS FRMD4A GABBR1 GABRB1 GATA3 GNAO1 GRAMD1C GRIN2B HCN3 HCST HECTD1 HIVEP1 HMGA2 HOXB4 HOXB9 IGDCC3 IGFALS IL11RA INKA2 JAG1 JPT2 KCNA4 KCNH2 KCNJ13 KIFC3 KIRREL2 LCN10 LHX9 LIFR LMX1A LRP2BP LRRC8E MADD MAG MAP1LC3A MAP3K13 MAP4K4 MBNL2 MDP1 MECP2 MKNK2 MMP1 MMS22L MPLKIP MRTFA MSX1 MTSS1 MYT1 NAPG NEDD1 NFKBIA NFKBID NHLH2 NNMT NOA1 NSD1 OLFML1 OSBPL7 OTX1 PAN2 PARP8 PATL1 PCDH10 PCF11 PDCD10 PKP4 PLPP3 PNKD POLR2B POU4F2 PPP1CB PPP2R2B PRICKLE3 PROK2 PRR11 PRRT2 PRRX1 PSD PTGES PURA RAB11B RABGAP1L RAMP2 RBBP9 RBX1 RCOR2 RGS5 RHBDF1 RHOQ RNF43 RSF1 RTL9 RTN1 SALL1 SCML4 SDHAF2 SEMA3A SERPINI1 SH3BGRL2 SIRT6 SIX5 SKA2 SLC22A11 SLC26A6 SLC26A7 SLC30A3 SLC38A5 SLC44A1 SLC50A1 SLC6A9 SLIT3 SLITRK1 SMPX SNX16 SP6 SPIB SRPX2 ST13P4 ST13P5 STAG2 STARD3 STARD8 SUGCT SYNPR TAL1 TBXT TFAP2A TGIF2 THAP8 TIMP3 TINAGL1 TJAP1 TLCD3B TMC4 TMEM88 TNFRSF21 TNFSF18 TNNI2 TRAPPC3 TRPM3 TSC22D1 TSC22D3 TSKU TYRO3 UBXN4 UPP2 USP25 USP34 VAMP3 VEZF1 VSNL1 WDR62 WNT3 WSB2 XPO1 ZC3H11A ZEB1 ZNF362 IPF1_Q4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IPF1_Q4 ACACA ADAMTSL2 ADGRL2 ANAPC15 ANGPT1 AQP9 ARID3B ARMCX3 ARPP19 ARPP21 ATF7IP ATOH7 ATP6AP1 BACH2 BAIAP2 BARHL2 BCL11A BCL6 BDNF BEND4 BHLHE22 BMI1 BMP4 C14orf39 C1orf122 C2CD5 C2orf66 C8A CACHD1 CASK CBFA2T2 CCDC120 CCND1 CD274 CDC42EP3 CDKN2B CELF4 CEP120 CHM CLDN14 CLEC18C CLEC4E CLVS1 CNMD CNTN5 COLCA1 CPLX2 CSRNP3 CTNND2 CTSK CUX1 DCN DENND1B DLL1 DMD DNAI4 DNAJC10 DOCK1 DPF3 DPYD DSG1 DYRK1A EBF2 EFEMP1 EFNB1 EGR2 ELAVL4 ELOA ELOVL6 EML3 EMP3 ENSG00000291228 ENTPD5 EPC1 EPC2 EPHB6 EPYC EXPH5 FES FEZF2 FGF6 FLI1 FOXN3 FOXO3 FRMD5 FUT8 GC GDF7 GDNF GNAI1 GOLGA2P5 GOLGA6A GOLGA6L2 GOLGA6L9 GOLT1A GPR85 GSC GSX1 H3-3B HAPLN1 HAUS4 HESX1 HMGB2 HNF1A HOXB1 HOXB5 HOXB8 HOXD4 HRK HSPB2 IGSF21 INPPL1 IP6K2 KCNA2 KLF3 KLF3-AS1 KLHL5 KRTAP15-1 LEMD1 LIME1 LIX1 LMO1 LMO3 LOX LPAR4 MAML3 MBNL1 MED13 MEF2C MEIS2 MIER1 MOS MRPS18B MTF1 MYH11 NDP NECAP1 NEO1 NFIX NONO NPAS3 NR2E1 NR2F2 NR4A2 NRP1 NSMCE3 OCRL OGN OLFM1 OR2H1 OTP OTX1 OTX2 PAK1IP1 PALS1 PALS2 PCDHGB7 PDLIM5 PDZK1IP1 PELI2 PGM1 PHOX2B PITX2 PLCD1 PLXNA2 PMEPA1 PNOC POLR3GL POT1 POU3F4 PPP1R10 PPP1R21 PPP2R2A PPP2R3A PPP3CC PRDM1 PRDM8 PTCHD4 PURA RAB5C RALGDS RAMP1 RASGRF1 RAX RHOBTB1 RIMOC1 RNF14 RNF212 RNF24 ROM1 SALL3 SAMD11 SEM1 SEMA6D SESN2 SF3B4 SGIP1 SI SIAH3 SIPA1 SLC10A2 SLC10A4 SLC20A1 SLC24A4 SLC26A7 SLC35G2 SLC36A2 SLC39A14 SLC44A1 SLC9A9 SLF2 SLITRK2 SLTM SMARCA2 SMURF2 SNTG1 SNX6 SOBP SOX4 SP8 SREBF2 SREK1 SRMS SRSF7 SRSF8 STARD13 STK39 SYNCRIP SYTL4 TAL2 TBCC TCEAL7 TCF12 TENM1 TENM3-AS1 TENT4B TEX47 TGIF1 TLE1 TLE4 TLX3 TMEM126B TNMD TNR TPP1 TYRO3 UBALD2 UBR5 VSIG1 XYLT2 YRDC ZFHX3 ZHX3 ZIC1 ZIC3 ZIC4 ZNF827 ZPLD1 IRF1_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IRF1_01 AAK1 ABHD16A ACIN1 AGBL2 AKIRIN1 AMER1 ARHGAP5 ARHGEF6 ASIC2 ASPA ATF3 ATP13A1 ATP1B4 AXIN1 B2M BBX BCL11A BCOR BEX3 BIRC8 BLK BLNK BMP4 BNC2 BST2 C10orf82 CA10 CACNB2 CASZ1 CCDC140 CCDC68 CCL5 CD200R1 CD40LG CDK6 CDKN2A CEP44 CGA CHST11 CLCA3P CNTF COL4A1 COL4A2 CREB1 CSAD CSTF3 CUL2 CXCL10 CXCL11 DDIT3 DEPDC7 DGKB DIO2 DLG1 DLX1 DLX4 DMD DNASE1L3 DOCK9 DTX3L DUSP10 DYNLT1 E2F3 EDA EGFL6 EGR2 EHD1 EIF4A2 ELAVL4 ELK4 ELOA2 EMX2 EN1 EPAS1 EPYC ESR1 F3 FAM13C FBXO8 FEZF2 FLT3LG FOXA1 FXYD5 GANAB GATA3 GATA6 GLRA1 GNAO1 GSDMD H4C7 HDAC4 HLA-C HLX HOXA10 HOXA13 HOXA6 HOXB6 HOXB7 HOXD9 HPCAL1 IFNB1 IFNL2 IFNL3 IKZF2 IL11 IL15RA IL17RC IL27 IL6 IL9 IRAG2 IRF9 ISG15 ITGBL1 ITPKB JKAMP KANK4 KARS1 KCNE4 KDM3A KLHDC7A KPNA3 KYNU L3HYPDH LCOR LDB1 LDB2 LEMD1 LGI1 LIF LMO3 LMO4 LOX LRP5 LSM6 LTBP2 MAP3K11 MARCHF1 MBD6 MED13 MGAT2 MITF MXD3 MXI1 NABP2 NCOA1 NDN NEPRO NETO1 NFIX NOG NPR3 NR3C2 NRAS NT5C3A OR3A2 PARP9 PAX2 PAX3 PBDC1 PCGF5 PDGFC PEX12 PGM5 PHF21A PIGR PIGV PITX1 PITX2 PLEKHB1 PLXNC1 PPARGC1A PPP4R3B PRDM10 PRDM16 PRDX5 PRKCB PRKD3 PROX1 PSMA3 PSMB10 PSMB8 PSMB9 PTGR3 PTPRR PUM3 RAPGEF6 RELCH RIGI RIMS2 RIT1 RMDN3 RNF220 ROCK1 RORB RTL9 RUNX1T1 RUSC1-AS1 SALL2 SAT1 SCOC SEMA7A SH3BGRL SHANK2 SKAP1 SLAMF8 SLC22A17 SLC22A25 SLC25A14 SMAD6 SMIM14 SORBS1 SREK1 STX11 STX17 SYNE2 SZRD1 TAP1 TAPBP TASL TBX1 TERF2IP TFEC TGFB3 TLCD5 TLK2 TMBIM4 TMEM108 TMEM229B TMPRSS5 TNFSF13B TRIM21 TRIM8 TRMT112 TRPM3 TWIST1 UBD USF1 USP18 USP37 USP5 VAMP3 VAX1 VGLL3 VGLL4 WNT8B XAF1 XPO4 XRN1 YWHAG ZBED5 ZNF362 ZNF366 ZPBP2 ZSCAN2 IRF1_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IRF1_Q6 AAMDC ACSS2 ADAM15 ADAM23 ADORA3 ARAP1 ARHGAP5 ASPA ATP2B1 ATP2C1 ATP6V0D1 B3GALT2 BANK1 BMF BMP5 BNIPL BRD9 C1orf122 CACNA1C CALD1 CALU CASZ1 CBX3 CCR7 CD37 CD53 CDH6 CDX1 CEP120 CES2 CIAO2B CIITA CNIH1 CNOT4 COL9A1 CSRNP2 CTNND2 CTSS CUL2 CYRIA DAPP1 DCDC1 DDX17 DDX39B DGKA DLG2 DLX1 DPP10 DSPP DYRK1A EBF1 EDC4 EHD1 EIF4A2 ELAVL4 ELMO3 EMX2 ENPP6 EPN2 EPS8 ERBB2 ESRRG EZR FCGR2B FCGR2C FES FEV FEZF2 FGB FGF12 FIGN FLI1 FNTB FOXG1 FOXN3 GADL1 GFI1 GFRA3 GLRA1 GPBP1L1 GPR65 GRID2 GSX1 GUCY2C HGF HLA-C HLA-DQA1 HNRNPA2B1 HOXA10 HOXA13 HOXB4 HOXD13 HPCAL1 HSCB HTR3B IFNL2 IFNL3 IKZF2 IL18BP IL27 IRS2 ITGB7 JARID2 KIF3A KLF6 KRT8P41 KYNU LAMC1 LBX2-AS1 LIN28A LINC00314 LINC02724 LMO4 LMX1A LOX LRRC37BP1 LRRC39 LSP1 LSR LUC7L3 LY86 LYSMD2 MAB21L1 MAB21L2 MAP3K11 MBNL1 MDGA2 MEF2C MEGF11 MICU1 MITF MMP13 MS4A1 MSS51 MSX1 MYL3 NAPB NCAM2 NDC1 NEDD4 NETO1 NFAT5 NHLH2 NKX2-1 NLK NR3C2 NRAS NRXN3 NT5C3A NUB1 NUFIP2 OSM OTP OTX1 P4HA1 PAIP2 PAX6 PCDH9 PCDHB1 PCDHGC3 PDCD10 PDZRN4 PHF21A PHOX2B PIAS1 PITX2 PITX3 PKIG PLS1 PLXNC1 PPARGC1A PPM1D PPP1R12C PRICKLE2 PRKCB PRKD2 PRMT3 PROX1 PSMB10 PSMB3 PSME2 PTGR3 PTMA PYM1 QKI RAC1 RAD1 RBCK1 RBM39 RCOR1 RET RIOK3 RNF31 RPA2 RPL23 RPS19 RRAGC RSF1 SCRT2 SEMA5B SERPINI1 SGK1 SIK3 SIM1 SIPA1L1 SKIDA1 SKP1 SLC12A7 SLC26A6 SLC4A2 SNAI1 SNTB2 SORBS1 SOX11 SOX14 SREK1 STAG1 STX16 SYNE2 TAPBP TAPBPL TBCC TBX1 TBX6 TCF15 TCIRG1 TENT4B THRB TIA1 TMPRSS5 TNFRSF19 TNFSF13B TNRC6A TOGARAM2 TRAPPC13 TRIM21 TRIM23 TRIP13 TTC17 TUBD1 TUG1 TYR TYROBP UBD UGGT1 USF1 USP32 VAMP8 VDAC2 VGLL4 WASF2 WNT5A YRDC ZBTB18 ZBTB20 ZBTB37 ZEB2 ZMAT2 ZMPSTE24 ZNF296 ZNF385A ZRANB1 ZSCAN20 IRF2_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IRF2_01 ABHD16A AGBL2 AMER1 ARHGAP5 ARHGEF6 ASH1L ASPA ATF3 B2M BBX BCL11A BHLHE22 BLK BNC2 BST2 CAPRIN1 CASZ1 CCDC6 CCDC68 CDK6 CSAD CUL2 CXCL10 DAP3 DDX17 DEPDC7 DLG1 DLX1 DLX4 DNASE1L3 DTX3L DUSP10 E2F3 EGFL6 EIF4A2 ESR1 FAM13C FLT3LG FXYD5 GLRA1 GPR52 GSDMD H4C7 HDAC4 HOXA6 HPCAL1 IFNB1 IFNL2 IFNL3 IKZF2 IL11 IL15RA IL27 KARS1 KCNE4 KCNMB3 KDM3A LDB2 LIF LRATD2 LSM6 MAP3K11 MAPK6 MARCHF1 MCM8 ME3 MED13 MITF MSX1 NABP2 NDN NPR3 NR3C2 NT5C3A OSM OTX1 PARP9 PCGF5 PDGFC PGM5 PIGR PIGV PLXNC1 PRDM16 PRDX5 PRKD2 PRKD3 PROX1 PSMA3 PSMB8 PSMB9 PSME1 RAPGEF6 REL RELCH RFX4 RIGI RIMS2 RNF220 ROCK1 RTL9 SIPA1 SLC38A2 SORBS1 SREK1 SYNE2 TAP1 TAPBP TASL TBX1 TCIRG1 TERF2IP TGFB3 TMBIM4 TMEM108 TMEM229B TMPRSS5 TNFSF13B TRMT112 TRMT6 TRPM3 UBD UPF2 USF1 USP18 USP5 VGLL4 XAF1 YY1AP1 IRF7_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IRF7_01 AAMP ABHD16A ABI3 ACSBG1 ADAR AGPAT4 ALKBH6 AMY2A ANGPTL4 APOBEC2 ARF6 ARMCX6 ARRDC3 ARTN ATP5MC2 AZI2 BATF2 BCL6 BMP5 BNC2 BST2 CACNA1A CACNA2D3 CALD1 CASP7 CASZ1 CBX4 CCDC6 CCL3 CD40LG CDYL CELF4 CFL1P1 CHMP3 CHST8 CMTR1 COL11A2 COL12A1 COMMD10 CPT1A CUL2 CXCL10 CXCL16 CXCR4 CYTH3 DAPP1 DDX17 DDX60 DICER1 DLEU1 DLEU2 DLL4 DLX1 DLX4 DMD DPCD DTX3L E2F3 ECEL1 EGFL6 EGR4 ELAVL2 ELK4 EN1 EPHA7 EPSTI1 ERBB2 ERG ESR1 EVL EXOC6 EYA1 FAM110D FAM50A FEV FHL3 FIBCD1 FLI1 FLRT2 FOS FOXP2 GATA6 GDI1 GDNF GJC1 GNA13 GNGT2 GPR162 GPX1 GRM3 GRM7 GSC HHATL HIVEP1 HMBOX1 HMGB3 HOXA10 HOXB3 HOXB8 HOXC10 HOXD13 HS6ST2 HTR5A IFIT2 IFNB1 IL18BP IL22RA1 IL27 IL4 INTS9 IRF2 ISG15 ITGB7 JPH4 KDM3A KIF13A KIRREL3 KIRREL3-AS3 KPNA3 LAPTM4A LDB2 LGALS3BP LHX5 LHX6 LHX9 LIF LINC00173 LIX1 LOX LRATD2 LRMDA LRP6 LRRTM4 LSM6 LYPD6 LZIC MAP2K5 MAP2K6 MAP3K8 METTL26 MIR137HG MOSMO MOV10 MPL MRPS18B MSANTD2 MSX1 MXD3 NABP2 NFIX NMNAT1 NOG NOS1 NOVA2 NPR3 NR4A2 NR4A3 NRP1 NT5C3A OASL OPTN OSM PABPC4 PARP12 PARP8 PARP9 PCBP1 PCGF5 PDE1B PDE4D PDGFC PHLPP1 PIK3CD PITX2 PKN2 PKN3 PLEK2 PLXNC1 PNKD POLL POPDC2 PPP1R10 PPP2R2A PRDM13 PRDM16 PSMA3 PSMB9 PSME1 PTMS RAPGEF6 RAPH1 RASGEF1A RBCK1 RBFOX1 RBL1 RDH10 RFX3 RFX4 RFX5 RIGI RPS6KB1 RUNX1T1 SALL3 SAT1 SCUBE3 SECISBP2L SEPTIN9 SHFL SIPA1L1 SLC12A7 SLC25A28 SLC4A10 SLITRK2 SOBP SOCS1 SOX4 SOX5 SP110 SRPX2 SST STX11 STX16 TAF5 TAP1 TAPBP TASL TCF12 TCF15 TENT4B TIA1 TLK2 TLX2 TMBIM4 TMEM115 TMEM229B TNFSF15 TREX2 TRIM21 TRPM3 TSC1 TUBD1 UBA7 UBR4 UPF2 USP18 USP2 VIT WASHC4 XAF1 YTHDF2 ZBTB10 ZDHHC14 ZFP36L1 ZHX2 ZMYND15 ZMYND8 ZNF362 ZNF516-DT IRF_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IRF_Q6 ACSL5 ADAM12 ADAM15 ADAR ADORA3 AKIRIN1 AMTN ARF3 ARHGAP5 ARHGEF6 ARMCX6 ARPP21 ATP13A1 ATXN7L1 B2M BATF2 BBX BCL11A BCOR BHLHE22 BST2 BTAF1 C12orf4 C12orf42 CASK CASP7 CASZ1 CBX4 CCDC6 CCND1 CCNT2 CD80 CDH3 CDIN1 CDK6 CHST1 CIITA CMTR1 CNTFR CPEB4 CREBZF CXCL10 CXCR4 CYB5B CYBB DAPP1 DCLK1 DDX60 DGKA DHX58 DIO2 DLL1 DNASE1L3 DTX3L DUSP10 ECM2 EGFL6 EHD1 EIF4A2 ELOA2 EOMES EREG ESR1 ETV5 ETV6 EXT1 F3 FCGR2B FCGR2C FGF9 FLI1 FMR1 FUT8 GABARAP GATA6 GJC1 GRIA3 GRIPAP1 GSDMD HAPLN1 HIPK1 HLA-C HLA-F HMCN1 HOXB3 HOXB4 HPCAL1 HPSE2 HTR2C IFI35 IFI44 IFIT2 IFNB1 IFNL2 IFNL3 IKZF2 IL18BP IL1RAPL1 IL22RA1 IRF2 IRF9 ISG15 ISL1 ITGB7 KCNIP3 KCNQ4 KDM2A KLF14 KLHDC7A KLHL13 KMT2A KYNU LGALS8 LGALS9 LGI1 LINC02363 LMO2 LSP1 LURAP1L LY86 LZTS2 MAML2 MAP3K11 MAPK10 MEIS2 MIA2 MLLT3 MOV10 MS4A1 MSX1 MUSK MYB MYOG NAALADL2 NABP2 NCF1 NEDD4 NFATC1 NLGN2 NOD2 NPEPPS NPR3 NRP1 NT5C3A NUB1 OSM PARP12 PARP9 PCDH7 PCDHGC3 PCGF5 PDGFRB PHF23 PIGV PIP4K2B PITX2 PLEKHH2 PLP1 PLXNC1 PRDM16 PRKACA PRKAG1 PRKD2 PRR7 PSMA3 PSMA5 PSMB10 PSMB8 PTCHD4 PTGR3 PTK2 PTMA PTPRO PURA PYM1 RAD51AP1 RAPGEF6 RARG RBCK1 RBMS2 RELCH RORB RRBP1 RTN4 RTP4 RUNX1T1 SAT1 SELL SEMA3A SEMA6D SERHL SH2B3 SIK3 SIX1 SLC11A2 SLC15A3 SLC2A5 SLC39A7 SLC40A1 SNX22 SOCS1 SREK1 ST3GAL4 STAG2 STAT6 STT3B SYNE2 TAPBP TAPBPL TBL1XR1 TBX1 TCF15 TCF7L2 TCIRG1 TFDP2 THBS1 TIFA TIMD4 TLK2 TLR7 TMBIM4 TMEM108 TMEM229B TNFSF13B TNFSF15 TOP1 TOR1AIP1 TRIM21 TWIST1 UBE2L6 UBR5 UPF2 USF1 USP44 WDR82 ZBP1 ZBTB32 ZCCHC24 ZEB2 ZFPM1 ZNF296 ZNF366 ZNF385A ZSCAN2 ISRE_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ISRE_01 ADAM15 ADD3 AGXT2 AIF1 AKAP6 AMER1 AMMECR1 ANAPC1 ANGPTL4 APOOL ARHGEF6 ARMCX6 ARPP21 ASPA ATP13A1 ATXN7L1 B2M BATF2 BBX BCL11A BDNF BLNK BST2 BTAF1 C12orf4 C12orf42 CA10 CACNA2D2 CAVIN2 CBX4 CCDC6 CD151 CDH3 CDK6 CDKN2C CELF3 CHKA COL12A1 CRACR2B CREBZF CRK CRY1 CXCL10 CXCL11 CXCR4 CXXC4 CXXC5 CYB5B DAPP1 DDX60 DEPDC7 DGKA DHX58 DNAH6 DTX3L DUSP10 E2F3 EGFL6 EGR2 EHD4 EPN1 EPSTI1 ERBB2 ERC1 EREG ERG ESR1 ETNK1 ETV5 ETV6 EXOC6 EYA4 FAM117A FBXO11 FGF9 FIGN FMR1 FSBP FYCO1 GATA6 GNB4 GPHB5 GPR18 GPR55 GPR65 GPX1 GRIPAP1 GSDMD H1-2 HDAC4 HEPACAM HEPH HLA-C HLA-F HMCN1 HOMER1 HPCAL1 HTR2C IFI44 IFIH1 IFIT2 IFIT3 IFNB1 IFNL2 IFNL3 IKZF2 IKZF3 IL1RAPL1 IL22RA1 IL27 IL4 IRF2 IRF9 ISG15 ISOC2 JARID2 KCNE4 KCNIP3 KCNJ16 KCNN3 KDM4A KLF14 KPNA3 KRTAP8-1 KY KYNU LCOR LINC01138 LMO1 LRATD2 LRP2 LSP1 LURAP1L LY86 MACC1 MAP2 MAP2K6 MAP3K11 MED13 MEF2C MEIS1 MET MIA2 MMP25 MOV10 MS4A1 MSX1 MYB NABP2 NECAP2 NKX2-2 NPNT NPR3 NPVF NT5C3A NUB1 NUFIP2 OPTN OSBP OSM OTX1 OVOL1 PARP8 PARP9 PAX2 PCDH7 PCDHGC3 PCGF5 PGK1 PIGR PIGV PIK3R3 PITX3 PKN2 PLAG1 PLXNC1 PML PPARGC1A PPP2R5C PRDM12 PRDM16 PRKACA PRKD2 PROK2 PSMA3 PSMA5 PTCH1 PURA PYM1 RAD51AP1 RANGAP1 RBCK1 RBM39 RBPJ RIGI RIMOC1 RIPK2 RRBP1 RTL3 RTP4 SCN2A SCRT2 SEMA6D SERHL SH2B3 SH3BGRL SIK3 SIX1 SLA SLC11A2 SLC12A7 SLC24A1 SLC25A28 SORBS1 SSBP2 ST3GAL4 ST8SIA2 STAT6 TAPBP TASL TBX21 TCF15 TCF7L2 TCIRG1 TECR THBS1 TIFA TLR7 TMEM108 TMEM59L TNFRSF17 TNFSF13B TNFSF15 TOP1 TRIM21 TSC22D2 TSKU UBA7 UNC5C USF1 USP18 USP44 VXN WNT8B XAF1 YWHAG ZBP1 ZBTB7A ZEB2 ZER1 ZFPM1 ZNF296 ZNF385A KCCGNSWTTT_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KCCGNSWTTT_UNKNOWN ACLY ACVR2A ADGRL3 ADNP AKAP8 AP1G1 AP3D1 ARMCX2 ARMCX6 ASCL1 ATP5MC2 BCL11A C2CD5 CBX3 CCNA2 CELF1 CEP95 CNOT3 CRK CRKL CSNK1A1 CTCF CXXC5 DAP3 DDX17 DDX5 DDX6 DHX15 DMTF1 E2F3 EIF4A2 EIF4G2 ENSA FAAH FIZ1 FOXA2 FOXO3 GABPB2 GLI1 GNG11 GRHL3 HEXIM2 HNRNPA2B1 HNRNPH1 HNRNPK IGF2BP3 ILF3 ILF3-DT IRX5 JARID2 KANSL3 KDM2A KDM3A KMT2E LIN54 LNPEP LRRC1 MAX MEIS2 MIRLET7BHG NCAM1 NHS NIPBL NONO OGT OTX2 PAFAH1B1 PAK5 PCF11 PHF21A PICALM POU2F1 PPP2R2B PRICKLE1 PTBP2 PTMA RBM39 RBM4 RBPJ RFX1 RGL2 RGS17 RMI1 SF1 SLC32A1 SMC3 SOS1 SP1 SPRED2 SRRM1 SRSF3 STAG2 SYNCRIP SYT11 TAF15 TDRD3 TMEM187 TRA2B TRIM27 UBC USP3 WDR33 XPO1 YWHAE YY1AP1 ZFP91 ZNF524 ZNF711 KMCATNNWGGA_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KMCATNNWGGA_UNKNOWN ABL1 ABRAXAS2 ADAMTSL1 AEBP2 ANAPC7 AP1G1 APOLD1 ARHGAP29 BCL2L13 BMAL1 C8orf82 CAB39L CABP1 CARMIL3 CCDC71 CDC45 CELF4 CELSR3 CGGBP1 CNOT3 CRAT CRMP1 CSNK1A1 CUX1 CWC27 DLG2 DMD DUSP6 DUSP7 ENAH EPHA2 ESM1 FKRP FOXN3 GARIN2 GAS7 GBF1 GEMIN4 GNL3LP1 HIC2 HMGXB4 HOXA7 IL2 ING3 INTS3 IST1 KCNJ9 LMF2 LMO1 MAP2K5 MAP4K3 MGME1 MIR9-1HG MPC2 MRPL24 NCAPH2 NR2F1 NR2F2 NUFIP2 OSBPL6 PAX6 PDE4D PNPT1 PPP4R2 PTCH1 RALGAPA1P1 RBM14 RECK RSPH3 RUNX1T1 SCAF8 SNX13 SNX5 SOCS5 SOX12 SP3 SPRED2 SREK1IP1 SRSF1 STAG1 STRN4 SYNCRIP SZRD1 TAOK2 TBC1D14 TMED10 TPGS2 TSC1 TSHZ1 UBR3 UFD1 WASL ZBTB11 ZBTB48 ZFAT ZNF281 ZNF41 KRCTCNNNNMANAGC_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRCTCNNNNMANAGC_UNKNOWN ABTB2 CDK15 CYBC1 DSCAM GBX2 H1-1 H1-2 H1-3 H1-4 H1-5 H1-6 H2AC1 H2AC11 H2AC12 H2AC13 H2AC14 H2AC15 H2AC16 H2AC17 H2AC20 H2AC21 H2AC25 H2AC4 H2AC6 H2AC7 H2AC8 H2BC1 H2BC11 H2BC12 H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-4 H3C1 H3C10 H3C11 H3C12 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C13 NOTCH4 PCGF1 PHACTR3 PLXNB1 PRRC2C SEZ6 TCF21 TMTC4 UBE2C ZBTB9 ZNF710 KTGGYRSGAA_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KTGGYRSGAA_UNKNOWN AP4M1 B3GNT9 BCAS3 BOLL BRMS1L BTBD10 CADM1 CCNJL CDCA7 CENPH CNBP CNTFR DAXX DCLRE1A DDB2 DLGAP4 DMRTB1 EPB41 EZH2 FAM50A FLRT1 FYB1 GDI1 GNAQ KCND2 LIG1 LUC7L2 MCM3 MCM6 MCM7 MEPCE MIS12 MMS22L MYC NHLRC2 ORC1 PDS5A PIM1 POLD1 PRIM1 PRMT3 PRPF38A PRRT2 PTGR3 R3HDM1 RANBP1 RBBP4 RCOR2 RFC4 RIN2 RMI2 RREB1 SEC61A1 SEMA5A SH3BP1 SH3KBP1 SIK2 SPRED1 SRSF1 SRSF7 SYNCRIP TIMM23 TOPBP1 TRMT2A TUBA3E TUBA4A TUBA4B UHRF1 USP32 WEE1 YARS1 ZBTB8OS ZCWPW1 ZHX2 ZMYM4 ZNF654 ZSWIM9 LBP1_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LBP1_Q6 ABCB9 ABTB3 ACTA1 ACTN3 AICDA ANXA8 AP5M1 AQP5 ARID1A ART1 ATF7IP B3GALT2 BARX2 BAZ2A BCL7A BCL9L BEST3 BNIP3 BRINP3 BRSK2 BSCL2 C11orf87 CABP1 CACNB2 CAMK2G CCDC85B CCND2 CDC42SE1 CDKN1B CDKN2C CELF3 CHAT CHD4 CLIP1 CNIH2 CRB1 CSDE1 DAAM1 DACT1 DCLRE1A DDIT4 DLG2 DNHD1 DOCK9 DPCD DPP3 EFNA1 EGR2 EIF4G2 ELP4 EPHB2 ERP27 EXOC5 F11R FCRLA FCRLB FGR FHL3 FITM1 FNDC5 GAB2 GATA3 GFI1 GJC2 GNB3 GPR162 GPR37L1 GRIK3 GRK5 HIVEP3 HJV HMGA2 HMGN2 HPCA HPSE2 IGFBP6 IMMP1L INA IQCD JMJD1C KCNA2 KCNIP2 KCNN3 KCNQ1DN KIF1B KLHDC7A KMT2A KNCN KRTCAP2 LCK LDB3 LINC00303 LINC01138 LMO4 LOXL4 LRFN5 LRRTM3 LZTS2 MACROD1 MAN1C1 MBNL2 MCAM MEF2D METTL7B MLLT11 MPPED2 MSS51 MYBPH MYCBP MYF5 MYO7A MYPN NBEA NDUFA4L2 NEURL1 NEXN-AS1 NHLH2 NHLRC2 NOL9 NOVA1 NTF3 NXPH4 OGFOD2 OR2L13 P2RX4 P3H3 PACSIN3 PATL1 PCDH9 PCF11 PHLDB1 PICALM PITX3 PKD2L1 PLEKHA6 POLD4 POLL PPM1A PPM1J PPP3CB PRICKLE1 PSD PTGFRN RAB5B RAPSN RASGEF1A RCSD1 RELA RGR RGS8 RIN1 RNF121 RNF19B RORC RPUSD4 RUNX3 RXRG S100A8 SCFD1 SCN3B SELPLG SGCG SGIP1 SH3BGRL3 SHISA4 SKIDA1 SLC18A3 SLC22A17 SLC26A10P SLF2 SLITRK5 SMAP2 SMG5 SOX5 SPAG6 SPATA6 SSX2IP STIM1 STXBP6 SUPT16H SVIL SYT6 SYTL1 SYTL2 TAS1R1 TBX3 TMEM109 TMEM25 TMEM79 TMOD4 TNNI2 TNNT2 TNNT3 TOR1AIP1 TPCN1 TRIM46 TRIM62 TRIM8 TRIT1 TRPC4 TUBA1A TXNDC12 USF1 USP54 VAMP1 VAMP3 VPS45 VWA5A WBP1L WNT10B XPR1 YTHDF2 ZBTB16 ZBTB18 ZCCHC24 ZMIZ1 ZMYM2 ZMYM4 ZNF385A ZNF503 ZNF593 ZRANB1 LEF1_Q2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEF1_Q2 A1CF AAMDC ACSL5 ACTR1A ADAM12 ADD3 ADGRB2 ADGRL2 AHCYL1 AHNAK AMPD3 ANK3 AP4B1 AP5B1 ARID1A ARL3 ARMH3 ARNT ASB13 ATXN7L2 BARHL2 BMI1 BSCL2 BSND CACNB2 CAP1 CASZ1 CD160 CD247 CDK1 CEP350 CEPT1 CFHR5 CGN CLCNKA CNR2 CNTF COL11A1 COL13A1 CREM CRYBG2 CTNND1 CUBN CYB561D1 CYP2E1 DCHS1 DCLRE1B DDR2 DGAT2 DHCR24 DKK1 DLG2 DPH5 DPYD DUSP10 DYRK3 EDEM3 EFNA4 EIF4EBP2 EIF4G2 ELAVL4 ELF5 ELOVL1 ENTPD7 EPHA2 ESRRG FAM110D FBXW4 FGF19 FGGY FRA10AC1 GAB2 GADD45A GBF1 GFRA1 GLUD1 GNG3 GOLPH3L GRK2 GRK5 HABP2 HMCN1 HNRNPR HSD11B1 IL19 IL20 INA IQGAP3 IRAG1 KBTBD4 KCNK18 KCNQ1DN KLHDC7A KLHDC8A KRT8P41 LCOR LEMD1 LHX4 LIN28A LMO1 LRMDA LRP8 LRRTM3 LYSMD1 MFN2 MFSD14A MINDY1 MIR9-1HG MMP21 MOV10 MPPED2 MPZ MTFR1L MYCL MYOF NARS2 NAV1 NAV2 NCDN NDC1 NDUFC2 NDUFS3 NECTIN4 NEK7 NEUROG3 NEXN NHLH2 NIPAL3 NPPA NSL1 OR10A5 OVOL1 PAK1 PANK1 PAX6 PCGF5 PCNX2 PDC PDPN PGAP2 PHF21A PHTF1 PLA2G4A PRDM2 PROX1 PRRX1 PRUNE1 PTCH2 PTPN7 PTPRJ RAB30 RABGAP1L RALGPS2 RASAL2 RCN1 RCOR2 RERE RET RGL1 RIMKLA RNF11 RNF19B RPA2 RRM1 RSF1 RUNX3 S100A3 SCAMP3 SCNM1 SCUBE2 SDHC SEMA4G SERPINC1 SFXN2 SGIP1 SH2D4B SIPA1 SKIDA1 SLC16A9 SLC17A6 SLC22A8 SLC25A28 SLC26A9 SLC43A3 SLC6A9 SMG7 SMYD2 SORBS1 SORCS1 SOX6 SPOCK2 STX5 SV2A SWT1 SYT13 SYTL1 TACSTD2 TARS2 TCEANC2 TCERG1L TCF7L2 TDRD10 THAP12 TIAL1 TIMM10 TLL2 TMEM51 TMEM51-AS1 TMEM59 TMEM9 TMSB4XP1 TRIM33 TRMT1L TSG101 TSKU TSPAN2 UAP1 UBAP2L UBE2D1 UBE2U UBE4B UCP2 VAX1 WNT8B WNT9A YARS1 ZBTB18 ZBTB41 ZC3H11A ZFYVE9 ZNF488 LEF1_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEF1_Q6 ABCD1 ABCD2 ABHD15 ABHD2 ABL1 ABR ACVR1B ADAM19 AFF3 AGO1 AIF1L ANKRD28 ARHGAP20 ARID1A ARIH1 ARMC12 ARRDC3 ASAP2 ASCL4 B3GNT5 BAHD1 BASP1 BAZ1A BCAR3 BCL7C BMI1 BMP7 C2orf27A CA14 CACNA2D1 CASKIN2 CCL25 CCM2L CCNL2 CDC14A CDK5R1 CDK6 CDX1 CERS1 CGN CHD2 CHN2 CHRNA9 CLASP1 CLDN4 CNKSR2 CNOT7 CNTLN COL15A1 COL18A1 CORO1C CPNE1 CRIP2 CUTA DACH1 DCLK2 DCX DGKA DHX40 DHX9 DMXL1 DOCK3 DPYSL3 DPYSL4 DQX1 DSG3 DSG4 EBF2 EDA EDN3 EFNA1 EFNA4 EIF2B4 EIF4A2 ELAVL2 ELF5 ELK3 EPHB3 ETV6 EYA2 EYA3 FBXW4 FGF10 FGF17 FNBP1L FOXA1 FOXP2 FRMD6 FST GABRB2 GABRG2 GAP43 GCA GDF1 GPC4 HABP2 HECTD1 HEPACAM HIVEP1 HMGN5 HOXA10 HOXB4 HOXB7 HOXC10 HOXC11 HOXD10 HOXD12 HOXD3 HOXD9 HR HS6ST1 HSD11B1 IGDCC3 IGF1R INSM1 IRS4 IVNS1ABP JUND KATNAL1 KCND2 KCNH8 KCNJ13 KCTD4 KDM6A KHDRBS1 KIF5A KLF3 KLF3-AS1 KLHL5 KRT32 LHX4 LHX9 LIFR LINC00670 LINC01138 LMO3 LPCAT3 LRP8 LRRN1 MAFB MAP2K6 MAP3K11 MARCKSL1 MCF2L MEX3B MIDEAS MLLT6 MMP21 MORC3 MOSMO MPPED2 MPZL1 MYCL MYH4 MYL6B NARF NDC1 NEUROD4 NFATC4 NFYA NHLH2 NKD1 NR6A1 NRCAM NRP2 OARD1 OAZ2 ODF2 OTX2 PACSIN3 PAK1 PANK3 PARP8 PAX3 PCBP1 PCBP4 PDE4D PHC1 PIM1 PIM2 PLSCR3 PRDM13 PREX2 PRRX1 PTP4A1 PTPRJ PYM1 RBMX REM2 RGS3 RNF19B RNF44 ROBO4 RPL23A RPP21 SARM1 SCRT2 SDC1 SEMA4C SERTAD4 SESN3 SETD2 SEZ6 SH3BGRL SH3BP5 SHC3 SHF SIX1 SIX4 SLC17A2 SLC17A6 SLC22A8 SLC25A28 SLC26A9 SLC7A8 SLCO5A1 SMARCC1 SNX17 SORBS1 SOX11 SOX14 SOX5 SP8 SPRY4 SRRM4 STEAP1 STEAP1B SULT2A1 SUOX SYNCRIP SYT11 TBXT TCF7 TCF7L2 TFCP2 TGIF1 TGIF2 THSD1 TLNRD1 TMUB2 TNFRSF19 TNXB TP53I13 TRPM1 TSEN54 TSHZ2 TUBA1A TUBB4A UBE2E4P UHRF1 VPS37A VWA2 WBP1L WEE1 WNT3 WNT6 ZBTB18 ZBTB45 ZFAND5 ZFHX3 ZIC4 ZMAT4 ZNF184 ZNF516-DT ZNF532 ZNF703 ZNF775 LFA1_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LFA1_Q6 ACVR1C ADAMTS4 ADM AKT3 ANXA4 ARAP3 ARHGEF15 ARID1A ARID4A ARL4D ARL6IP6 ASIC2 ASXL1 BACE1 BAHD1 BAX BCL11B BCL6 BNC2 BOC BRPF1 C11orf87 CACNA1G CACNB1 CAMKV CASQ2 CAV1 CAVIN1 CCDC148 CCDC177 CCN2 CCNL1 CEBPB CELF3 CEND1 CHP1 CIC CKB CLIC5 CLTC CLUH CNKSR2 CNN2 CNTNAP5 COX7A2L CPNE1 CPNE9 CREB3L2 CRMP1 CRNN CXCR4 CYB5D1 DCTN1 DDX17 DHH DLGAP4 DLX1 DMPK DPF2 DTD2 DUOX2 DUOXA2 EFNA3 ELF4 ELP5 EMILIN1 EML3 EPHB2 EPO ETV1 EXD1 FES FIZ1 FKBP2 FLI1 FLT1 FXYD3 GABARAP GABRG2 GAD1 GBA2 GNAO1 GPR3 GPR4 GRIN2A GSK3B GSS HARS2 HEBP1 HES1 HIRA HNRNPR HOXC10 HOXC6 IFRD2 IGSF21 IL1F10 IMMT INCA1 IQCD ISCA2 JAKMIP3 JPH4 KCNAB1 KCNQ4 KIF1C KLHDC7A KLK13 KLK9 LAG3 LCAT LIN28A LMOD3 LRP8 LZTS2 M6PR MARCHF6 MAZ MCRS1 MED13 MGAT4C MNT MOV10 MRPL40 MSX1 MYBPH MYOG MYPN NAA38 NACA NCDN NDUFA4L2 NDUFS2 NEURL1 NEUROG1 NFAT5 NFKBIA NGF NIPBL NKX2-1 NKX2-3 NPAS3 NPC2 NPTXR NR4A1 NR5A2 NRGN NSG2 NXF1 NYX OBSCN OGA OLFML2A OSR1 OTOP2 PAK1IP1 PALM PAX7 PCBP2 PDLIM7 PDRG1 PDYN PDZD9 PHF12 PHF23 PITPNA PLA2G10 PLA2G4D PLEC PNOC POLD4 POU4F1 PPM1J PPP1R16A PPY PRDM10 PRRX1 PRSS36 PRSS50 PSD PYGO2 RAB1B RAB31 RAB4B RAB5C RABGGTA RASGRP2 RASL12 RBBP6 RBM12 RBPJ RFX4 RHO RHOG ROM1 S100A5 S1PR1 SALL1 SCUBE3 SEMA6A SESN3 SH3BP1 SIX4 SLC13A5 SLC25A29 SLC26A9 SLC2A4 SLC7A10 SMAD3 SMARCD2 SOX5 SP7 SPEG STOML2 SYVN1 TAL1 TAOK2 TBC1D22A TBR1 TCF7 TEX33 TMEM131L TMEM132E TMEM190 TMEM256 TMEM259 TMEM88 TPCN1 TRIP10 TSSK4 TTC9C TUBA1A TUBA4A TUBA4B UBL3 UPF2 UQCRC1 USH1G VASP VSX2 WNT4 XYLT1 YPEL4 ZBTB25 ZFP36 ZFPM1 ZMYND8 ZNF385A ZNF513 ZNF524 ZNF800 LHX3_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LHX3_01 ADAM11 ADAMTS17 ADRB2 ALDH1A1 ANGPT1 ARHGAP44 ARID3B BARHL1 BAZ1A BHLHE41 BMAL1 C1orf122 C1orf87 CADM1 CALN1 CASZ1 CDKL5 CELF2 CFB CGA CHN2 CLRN1 CNBD1 COL4A3 COL4A4 COLEC10 CPA5 CXCL13 CYLD DACH1 DCT DCX DDX6 DIXDC1 DLL4 DMD DSG1 DSPP EBF2 ELMO1 EN1 EPB41L5 FAM169BP FAM193B FBLN2 FEV FGF19 FIGN FIP1L1 FKBP5 GABRG1 GNAO1 GNB3 GPR22 GRM5 GRPR GSC GSE1 GTPBP1 H3-3B HAS2 HERPUD2 HESX1 HHIP HOXA2 HOXC6 HOXD9 HRK ID3 INPPL1 IRX4 IRX6 ITGA8 ITPR3 JDP2 JPH3 JUNB KALRN KAT6B KCNH5 KCNMA1 KCNN3 KCNS1 KCP KCTD15 KLF14 KLF7 KLHL5 KRT23 KRT32 KRTAP11-1 LBX1 LDB2 LEMD1 LINC00311 LINC00314 LMO3 LMX1A LRP2 LRRC15 LRRTM1 LUC7L3 LYG2 LYSMD2 MARCKS MBNL1 MED12L MID1 MMP27 MOSMO MSX2 MTSS1 MYF6 MYL1 NABP2 NEBL NEO1 NEUROD6 NFYA NKX6-1 NLGN2 NONO NOTCH2 NOTCH2NLA NOVA1 NPR3 NPVF NREP NRL NRP1 OARD1 OFCC1 OLFM4 OPRM1 OSR2 OTX2 PACSIN3 PART1 PCDH10 PCMTD1 PCNT PCNX1 PCSK2 PDZRN4 PHOX2B PIK3CA PIK3R3 PITX2 PPP1R1B PPP2R2B PRDM1 PRKAB1 PRKAR2A PRKG1 PRL PRR34 PRRX1 PTH1R PTPRO PXYLP1 RAB22A RAPGEFL1 RARB RASL10B RAX RBFOX1 RGS12 RGS8 RHOBTB3 ROBO1 RORA RORB RPA2 RREB1 RTN4RL1 SALL3 SCRT2 SDF2 SEMA3C SEMA6A SERTAD4 SHOX2 SIAH3 SIX1 SLC24A4 SLC37A4 SNTG1 SP6 SP8 SRPK2 SRSF7 SSPN ST8SIA3 STAC2 STX7 SULF1 SULF2 SUPT6H SYTL5 TAAR5 TAC1 TAF2 TAFA1 TBR1 TBX19 TBX6 TECTA TFAP2A TFAP2D TLE4 TMEM179 TMEM255A TMIGD1 TNFSF13B TNRC6A TOB1 TP63 TRPM8 TSHZ3 TYR UNC5B VIL1 WDR49 WNT8B WNT9A XYLT2 YRDC ZBTB18 ZBTB20 ZEB2 ZNF366 ZRSR2 LMO2COM_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LMO2COM_01 ACAP1 ADAM12 ADCY8 ADRA2C AGAP2 AGAP3 AJUBA ALX3 AMD1 ANKRD13B ANP32A AP1S2 AP5B1 ARHGEF38 ARL5B ARRDC3 ATP1B1 ATP2B3 ATXN7L2 B4GALT6 BARHL1 BCL6 BCL9L BHLHE22 BICDL1 BNC2 BRINP3 BRSK1 C2CD2L CA7 CADM1 CALB1 CALM3 CAMK1D CCDC78 CCND2 CCNL2 CCNYL1 CD79A CDH2 CHD6 CHRND CITED2 CKM CLSTN3 CNNM2 COL12A1 COL26A1 COMMD5 CPNE1 CRABP2 CREBBP CRELD1 CYP26A1 DALRD3 DCLK2 DCTN1 DDB1 DLG1 DLG2 DMTF1 DNAH17 DNAJC11 DNMT3A DOCK9 DOK7 E2F1 EDA EIF2B4 ELAPOR1 ELL3 ELMO1 EPB41 EPHA2 ERBB3 ERP29 ESRP2 EVX1 EXOC3L2 EXOC6 EXTL3 FBXW9 FCMR FGF11 FGF12 FGF7 FGF8 FGR FHL3 FOSL1 FSCN2 GAB2 GATA2 GFRA1 GJB4 GNAS GNG13 GNG8 GPR156 GRIN1 HAPLN2 HCRTR2 HES6 HID1 HIF3A HIPK4 HMGN2 HOXA11 HOXD10 ID1 IDE IGF2 IGF2-AS IGFBP5 IL17C IMPDH1 INHA INVS IRF1 ITGA7 JADE1 JAG1 JMJD6 JOSD1 KAZALD1 KCNB1 KCNIP2 KCNN3 KEAP1 KIF5B KMT2E L3MBTL2 LARP1B LARP4 LMO1 LRATD2 LRP10 LRRC8D LRRN1 LYPD1 MAP3K14 MAP3K3 MAP3K4 MAP7 MAPT MAZ MDGA1 METTL7B MKRN4P MLLT6 MRGPRG-AS1 MTUS1 MYADM MYCL MYL11 MYO1E NBEA NDUFAF3 NEURL1 NFE2 NHLH1 NPEPPS NR2E1 NR3C2 NRG2 NRK NSG2 NUMBL OSR1 OTX2 OXR1 PADI4 PAQR5 PARD6A PARP8 PAX9 PCDHA1 PCDHA10 PCDHA6 PCSK4 PDGFB PIM2 PKN1 PLEC PLEKHH3 PPM1A PPP1R16B PPP1R21 PPP2R5C PPP4R3B PPTC7 PRDM10 PRKAG1 PRKCZ PRR15 PSIP1 PTCHD1 PTPRJ RANBP9 RAP1GAP2 RARG RBP5 REEP6 RELCH REM2 RIMKLA RIN1 RIPK4 RNF183 RORC RPL28 RPS6KB1 RPUSD4 RTL9 RUNX1 SEMA6A SERF2 SH2D3C SHISA7 SHKBP1 SLC23A2 SLC38A3 SLC4A1 SMPD3 SMTNL2 SNX17 SORCS2 SOX14 SPEG SRM STARD13 STMN2 SYNE1 SYT4 TAFA4 TCF21 TEX37 TGFB3 TJP1 TKFC TLNRD1 TMEM116 TMEM88 TNFRSF21 TNFSF13 TRAPPC13 TRIM23 TRIM63 TRIM8 TSPAN13 TSPAN2 TUBAL3 UNC13B VDR VPREB1 WNT3A WNT6 WNT9A WTAP WWC1 ZNF133 ZNF521 ZNF710 ZNF800 ZRANB1 LMO2COM_02 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LMO2COM_02 ABCA12 ABCG5 ABCG8 ABL1 ACVRL1 ADAMTSL1 ADCY6 ADM AGPAT4 AMFR AMHR2 ANGPT1 ANKS1B AP1B1 AQP2 ARHGEF10L ART4 ASIC2 ATP6V0A1 BABAM1 BAMBI BCL6 BIN1 BMP6 BNC2 C22orf31 CACNA1F CACNA2D3 CALM2 CAMK1D CAPN1 CAST CAVIN2 CCL27 CCNE1 CCSER2 CD34 CDH5 CLU CMAS CNOT3 CPEB4 CREB5 CRLS1 CSF2 CTCF CYB5D1 CYB5D2 DAB2 DIO2 DLX3 DMTN DOK2 ECHDC2 ELAVL4 ELF1 EN1 ENOX1 EPB42 ESPNL FAM106A FBXL18 FEV FGF16 FKBP2 FOSL2 FOXA1 FOXO4 FOXP2 FYN FZD4 GADD45G GAS2L1 GATA1 GATA6 GFRA3 GPLD1 GRID2 GRIN2B GSE1 GSPT2 GUCA2A HAGHL HBZ HINT1 HNF1A HNRNPL HOXA10 HOXC11 HPSE2 HTR7 HYAL3 ICAM2 ID2 IGFBP5 IL34 ILRUN ING4 INHA ISL1 ISYNA1 ITGB1BP2 KCNJ15 KCNK3 KIRREL2 KLHDC8B KRT72 KRT80 LCAT LHX6 LIFR LINC00670 LMO2 LRRC4 LYL1 MACO1 MAML3 MAP4K3 MAP4K5 MASP1 MBNL1 MCTS1 MFF MITF MOGAT2 MTCH2 MYH10 MYH4 MYL7 MYO18A NAA38 NAA80 NCDN NDRG2 NECTIN2 NMNAT2 NOB1 NR3C1 NR4A1 NR5A2 NRP2 NTF4 NUFIP2 OTOP2 PAX2 PCDH9 PEX5 PGGT1B PHOX2B PI4K2A PILRB PIP5K1B PITX2 PKIA PKN1 PLA2G1B PLEKHG6 PLXNB3 PMS2P5 PNLIPRP1 PPARGC1A PPM1E PPOX PPP2R3A PPT2 PRDM1 PRDM15 PRELID1 PRR18 PRR34 PTP4A1 RAB24 RAB3C RAB43 RAP1B RBFOX1 RBP3 RBPMS RFLNB RNF112 RUNX1 RUNX1T1 S1PR2 SALL1 SAMD7 SCHIP1 SCUBE3 SEMA7A SETD2 SFRP5 SFTPC SGIP1 SH2B3 SH3TC2 SIAH3 SIX1 SKIDA1 SLC13A1 SLC26A9 SLC41A1 SLC4A1 SLC8A3 SOX5 SP3 SPINT1 SPRY4 SPTB STAG3L4 STARD13 STAU1 SUSD1 SYN1 SYNJ1 SYT7 TACC1 TBX19 TBX5 TFR2 TMEM196 TMEM88 TNFSF13B TNK2 TNPO3 TOB1 TPH2 TPI1P2 TRIM10 TRIM15 TRPM3 TSHB TTBK2 UBE2B UNC13D UROD USH1G VPS18 VSTM2A WBP4 WNT11 XPO6 ZBTB7B ZFPM1 ZNF219 ZZEF1 LXR_DR4_Q3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LXR_DR4_Q3 ABCA1 ABCG1 ACACA ACSL3 ACTA1 ADAMTS4 APOC1 AZI2 BCL3 BLVRB BZW1 CCDC9B CHCHD1 CHMP2B CIC COL11A2 COL16A1 CTCF DRD1 DTX3 ETV4 ETV6 FKBP2 FOXD3 FOXP1 FOXP2 FRMD5 GJD2 GNB2 GNRHR2 HDAC4 HEPACAM HIC1 HPCAL4 IKZF2 JADE2 JARID2 KDM2A KDM6A LIN28A LPCAT3 LRP3 MAFB MEF2C MID1IP1 MITF MRI1 MSANTD2 NACC1 NALF2 NDUFS2 NELL2 NR2E1 NR5A1 NR5A2 NUAK1 OAZ2 OTX1 PEX11B PIAS1 PLAG1 PODXL2 POLA1 PPARD PPP4R3B PRDM12 PRKCG PRR11 PTK7 PUM2 RARA RB1CC1 RBFOX1 RINT1 RNF145 RTL9 SALL2 SGK1 SKA2 SLC2A4 SPOP SPTBN4 STAC2 STAG2 SULF1 SYT17 SYT3 TAF11 TFEB TP53INP2 TTC9C YWHAZ ZFHX3 LXR_Q3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LXR_Q3 ABCA1 ABCG1 ACACA ACSL3 ACY1 ADAM17 AMD1 APOC1 ASIC1 ASIC2 AZI2 BLVRB C1QC CCNI CDC73 CHMP2B CIC CTCF CYB5R4 DCUN1D3 DRD1 ELAVL3 ETV4 FAM193A FKBP2 FOXD3 GJD2 GLI1 GREM1 HAS2 HPCAL4 IKZF2 JADE2 JARID2 KCNQ1DN KDM2A LPCAT3 LRP3 LYRM1 MAFB MAP2K7 MAPKAPK3 MID1IP1 MITF MSI1 NFKBIA NKAIN3 NKX2-1 NR2E1 NR5A1 NRG1 NUAK1 PCSK1N PHOX2A POLA1 PPARD PPP4R3A PRKCG PRMT3 PTMS RARA RARG RASL11B RB1CC1 RNF145 RNF213 SDCCAG8 SGK1 SLC2A4 SLC38A6 SND1 SPATA32 SPOP SPRY2 SPTBN4 STAG2 SULF1 TAOK2 TBC1D10B TMPO ZNF513 LYF1_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LYF1_01 AAMDC ADAMTS4 AHNAK ALKBH6 ALX4 ANGPT1 ANGPTL7 ANXA9 ARG1 ARHGAP44 ARHGEF15 ASPA ASXL1 ATP2B3 ATP2C1 ATP5MC2 ATP6V0B ATXN7L2 AUTS2 B4GALT1 BAHD1 BDNF BMP1 BMP4 BMPR2 BNC2 C22orf31 CA7 CALD1 CARF CBX4 CC2D2B CCDC91 CDC27 CDC40 CDC42EP2 CDC42EP3 CDH13 CDK2AP1 CDK5 CEMIP2 CFI CIART CLASP1 CLSTN3 CNTLN COX7B CXXC5 DCAF8L2 DDX17 DENND6A DEXI DLG2 DLX2 DMPK DPF2 DRD3 DUSP6 DYNC1H1 DYRK2 EFCAB5 EFNB3 EIF5A ENO2 EPB41L4B EPHA2 EVPL EVX1 EYA1 FAM107B FAM193B FAM50A FBRS FBXL19 FBXL19-AS1 FBXW11 FGF10 FGF13 FLI1 FOXD3 FOXN3 FOXO4 FURIN FUT8 GDI1 GFRA1 GGT6 GIGYF2 GLS GNB2 GPBAR1 GPC3 GPD1 GPM6A GPR142 GPR85 GRM3 HAPLN1 HES1 HLX HNF1A HNRNPA0 HNRNPA3 HOXA2 HOXA3 HOXB1 HOXB8 HOXC11 HOXC5 HSD11B1 HSD17B11 HTN1 IGF1R IGF2-AS IGFBP6 IKZF2 IL11RA IL1RAPL1 IMPA2 IP6K2 IQUB IRF9 IRX2 IRX2-DT IRX4 ITGA2 ITGA7 ITGB4 JADE2 JARID2 JPH4 KCND1 KCNJ10 KCNJ15 KCNQ4 LHFPL1 LINC01567 LRRTM3 LYSMD1 LZTS2 MAB21L2 MAP3K20 MATN1 MED1 MED26 MEF2C MEIS1 MNT MPRIP MSI1 MSTN MYH13 MYL11 MYOCD MYOT MYPN NCOA2 NDUFS2 NECTIN1 NEK6 NKX2-8 NLGN3 NNAT NOVA1 NR3C2 NRG2 NRGN NRP1 ODF1 OTP OTULINL PALS2 PANK1 PCBP2 PDCD10 PDE2A PDGFRB PELI3 PITX2 PLCB2 PLEC PLP2 PNOC POU3F3 PPARG PPFIA2 PPP2R5D PPP4R2 PRDM13 PRICKLE1 PRKAB2 PRR7 PRRC2A PTPN4 PTPRF PVALB RAB6C RALGPS2 RARG RASA2 RAX RBFOX1 RBM39 RBP5 RFX4 RHBDF2 RHBDL3 RNF152 RNF214 ROCK1 RPH3A RSF1 RTN3 RYR1 S100A9 SCNM1 SERPINI1 SERTAD3 SH2B3 SHANK1 SHTN1 SKIDA1 SLC25A17 SLC35A2 SLC39A8 SLC43A2 SLC44A4 SLC4A2 SMYD2 SOX2 SPAG9 SPEG SPRY1 ST8SIA3 STAC2 STAG2 STC1 SYCE1 SYNE2 TAC3 TBX21 TCF4 TEAD2 TENT4B TERF2 TES TFAP2C TIMELESS TMED10 TMEM178A TMEM204 TMEM229B TMEM69 TMEM88 TNFRSF19 TNFSF18 TNNT1 TRIM63 TRPV6 UGGT1 VAMP8 WASF1 WDR12 WNT11 XYLT2 ZCCHC10 ZFYVE1 ZIC4 ZKSCAN3 ZNF462 ZNRF1 MAF_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MAF_Q6 AAMDC ACTN1 ACTR2 ADAM2 ADORA3 AFF2 AGPAT4 AIF1 AKAP13 AKT3 ALCAM ALDOA ALX3 AMOT AP2M1 ATOSB BAD BLTP3A BMF BMP4 BMP5 BNC2 BRDT CACNB3 CALN1 CBLN2 CBX8 CCR10 CD5 CD79B CDC5L CDH13 CDK5 CDK8 CHAD CHD2 CHIC2 CHM CLNS1A CNOT7 CNTN4 CNTNAP1 COL1A1 COP1 CORO1C CPNE1 CREB3L2 CSRNP3 CTDSPL2 CUL2 CXXC5 CYTOR DDX17 DDX50 DENND2D DMP1 DYRK1A E2F4 EFNB3 ELAVL4 ELOVL6 EPS15 ERC1 ERLIN2 ESM1 ESRRG ETV3 EXOC3L1 FAM13B FAM78A FBXL18 FEZF2 FGD2 FGF13 FLOT2 FLT1 FOXP2 FXYD4 GAB2 GABRA3 GAS7 GGNBP2 GOLGA2P7 GPC4 GPR82 GPX1 GRHL3 GRM3 HAS2 HEPACAM HHATL HMGA1 HMGB3 HMGCS1 HMGN2 HNF1B HOXB4 HOXB8 HOXC4 HOXC6 HYAL2 HYCC1 IKZF2 INSRR ITPKB ITPR1 JMJD1C KATNB1 KCNJ16 KCTD15 KDELR2 KDM6A KIF16B KMT2A KPNB1 KRCC1 LALBA LAMP2 LCOR LIN28A LMAN2 LPAR1 LZTS2 MAP1S MAP4K2 MAP4K5 MBD6 MEIS2 MEOX2 MGLL MIDEAS MIR22HG MITF MMRN2 MPO MRPL49 MSL3 NCOA3 NEGR1 NFAT5 NHERF1 NKX2-1 NKX2-2 NLK NOL4L NOVA2 NPAS3 NRG2 NUFIP2 NUMB NUP214 NXPH4 OGG1 OTP OTX1 PAX6 PCDH10 PCDHAC2 PDGFRA PDZD7 PEPD PGF PGRMC2 PHC1 PHF12 PI4KB PIK3CD PIK3CG PNRC1 POLG POU2AF1 PPM1E PPP2R5C PRDX6 PRKAG1 PROK2 PTBP3 PTGER2 PTPN22 PTPN7 R3HDM1 RAB33A RARA RARB RASGRP3 RASSF3 RBFOX1 RBM26 RNF44 RORA RPS6KA3 RRAS RSF1 S100G S1PR2 SAMM50 SAT1 SATB1 SEMA4A SH3RF1 SIX1 SIX4 SKIDA1 SLA SLC16A6 SLC34A3 SLC35B3 SLC41A1 SLC44A1 SLC4A2 SMARCA1 SNAP25 SNCG SOX2 SP3 SP8 SPAG9 SQLE ST20-AS1 STAC2 STAT6 STK4 STX12 SUPT16H SYNCRIP SYNPR SYTL1 TAOK1 TBC1D8B TFEB TGFBR1 TIAM1 TIMELESS TLK2 TLX1 TMEM255A TMEM256 TMEM97 TNFSF10 TNKS TPBG TPRG1 TRAPPC8 TRERF1 TTC3 TUSC3 TWIST1 TYSND1 UNC5C UTP18 VAMP3 VAV2 VCAM1 VPS37A WDR54 WDR81 WDR82 WIPI2 WNT3 ZBTB18 ZHX2 ZNF512 ZNF570 ZNF710 MAX_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MAX_01 AATF ACAP3 ACY1 ADAMTS17 ADAMTS3 ADSS2 AGO2 AKAP1 AKAP12 ALDH6A1 AMMECR1L AMPD2 ANAPC13 ANKHD1 ANKHD1-EIF4EBP3 ANKRD12 AP1S2 ARMT1 ATF4 ATF7IP ATOH8 ATP6V1A ATP6V1C1 ATXN3 B3GNT9 BATF3 BAX BCAS3 BCOR BEND4 BMP6 BOK BRDT C1orf43 CACUL1 CAD CARMIL3 CBX5 CCAR1 CCDC191 CCNYL1 CD164 CDK5R1 CEP63 CFL1 CHD4 CIPC CLN3 COMMD3 COPZ1 CPEB4 CPT1A CSDE1 CSK CYP2D6 DCAF13 DDX3X DENND6A DEPDC7 DERL3 DHX35 DNAAF6 DNAJB5 DNMT3A DSCAM DUSP1 DUSP7 DVL2 DYM DZIP1 EEF1B2 EIF3A EIF4B EIF4E ELAVL3 EME1 EN1 EPB41 EPB41L4B EPC1 ESRP2 ETV1 FEN1 FGF14 FGF6 FKBP11 FOXD3 FOXO3 GAPDH GATA5 GET3 GGN GIT1 GJA1 GLYR1 GNAS GNB2 GPX1 GTF2H1 GUCY1A2 HAPSTR1 HBP1 HHEX HIRA HMGA1 HNRNPA1 HOXA11 HOXA7 HOXB5 HOXB7 HOXC11 HOXC5 HOXD10 HPS5 IGF2BP1 IGSF22 ILF3 ILF3-DT IPO13 IQGAP2 IRF9 IRS4 KANSL1L KBTBD2 KCNE4 KCNH4 KICS2 KLF11 KLHL28 KMT2A LAMP1 LIN28A LONRF3 LZTFL1 LZTS2 MANF MAT2A MAX MEOX2 METAP1D MGME1 MIA2 MON1A MRPL27 MRPL40 MTCH2 MTHFD1 MXD4 NAA50 NDUFS1 NEUROD1 NFX1 NIT1 NMNAT2 NOL4L NOTCH1 NPM1 NPTX1 NRIP3 NUDC NUP62CL ODC1 OGDHL OPRD1 PA2G4 PABPC1 PCDHA10 PCED1A PDIA4 PDK2 PER1 PFDN2 PHF20 PHF20L1 PICALM PLCG2 PLEKHA6 POGK PPM1A PPP1R3C PPRC1 PRDM4 PRKCG PRKCH PRPS1 PSME3 PSME3IP1 PTGES2 PTMA QTRT1 QTRT2 RAB3IL1 RAI14 RALYL RBM15B RCL1 RCOR2 REXO2 RLF RMND1 RPS2 RSPRY1 RUNX2 SCRT2 SEC11C SEPTIN3 SERBP1 SHOC1 SIGMAR1 SIRT1 SLC1A7 SLC25A31 SLC25A32 SLC26A2 SLC31A2 SLC38A2 SLC38A5 SMAD2 SMC3 SNCAIP SNTB2 SNX5 SPNS1 SRP72 SSR1 STEEP1 STMN1 SUCLG2 SUMF1 SUPT16H SYNCRIP SYT3 TAF6L TCERG1 TCF4 TCOF1 TESK2 TFAP4 TFRC TGFB2 THUMPD2 TIMM10 TIMM8A TMEM108 TMEM258 TOGARAM1 TOP1 TOPORS TUBA4A TUBA4B UBE2B UBE4B UBR4 UBR5 UBXN10 USP15 VGF VPS16 VPS37B XPO1 ZBTB10 ZC3H10 ZCCHC7 ZFYVE26 ZNF318 ZNF503 MAZR_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MAZR_01 ABR ADGRB2 AEBP2 AHR APBA1 ARHGAP44 ATF1 ATF2 ATXN7L2 BAZ2A BRME1 CACNB1 CAMK2G CBFB CCDC24 CDC27 CHD4 CKMT1B CLCN6 CLIC1 CLOCK CLUH CORO1C CTNNBIP1 DDAH2 DLL3 DLL4 DMPK DNMT3A DUSP8 EFNA1 EIF4G1 EIF5A ELOC ENSA ENTPD1 EPB41L3 EPHB2 ETF1 ETV5 EYA1 EZH2 FAF2 FAM117A FBRS FBXL19 FBXL19-AS1 FGF14 FGF17 FKBP2 FOXA1 FOXJ2 FUS FXR2 FXYD1 FXYD3 GABARAPL2 GABPB2 GART GATA6 GGN GNB2 GPR173 GRIK1 GRIN2D GRK5 GTPBP2 H1-0 HHATL HMGA1 HMX1 HNF1A HNRNPDL HNRNPR HNRNPUL1 HOXB6 HOXB7 HOXB9 HOXC4 HOXC6 HPCA HR HSD11B1 HTN1 IL1RAPL1 IRF2BPL ITGA6 JAKMIP2 JPH4 JUNB KCND3 KCNH2 KCNK6 KDM6A KMT2E KREMEN2 KRT17 L1CAM LGALS1 LIN28A LINGO1 LRFN5 LRRTM4 LUC7L2 MAGED2 MAPT MBD3 MBD6 MED13 MEIS2 MEX3B MIEN1 MIR22HG MKNK2 MLLT6 MMP1 MOV10 MPC2 MTF1 MTHFR MYBPH NCOA2 NETO1 NEUROD2 NFYC NLGN2 NLK NOTCH2 NOTCH2NLA NPTX1 NTN3 NXPH4 ORAI2 OTUD7B P4HTM PACSIN3 PAFAH1B1 PARD6G PAX6 PCBP4 PCF11 PHF12 PHF21A PHF23 PHLDB3 PIM1 PLA2G2E POGZ POU3F2 PPM1J PRKCG PRRC2A PRRT2 PTPRF RAB11B RAB1B RAB5C RAP2C RAPGEFL1 RBL1 RFX1 RGL2 RND2 RNF111 ROCK1 RTN2 RTN3 SALL1 SCUBE3 SEMA4C SEPTIN3 SF1 SLC22A17 SLC2A4 SLC39A2 SLC39A5 SLC4A2 SLC9A7 SLITRK5 SON SP1 SRCIN1 SRF SSBP2 STAU1 STC2 SULT2B1 SYT3 TAGLN3 TCF7L2 TCP11L2 THPO TLK2 TMEM119 TMEM255A TMEM59L TNFSF12 TNFSF12-TNFSF13 TNPO2 TRERF1 TRIM41 TRIP10 TRPS1 UBA1 UBE2R2 UBE4B URGCP UST UTP18 VASP VCAN VEZF1 WDR48 WDR81 WFIKKN1 WNT1 ZBTB26 ZCCHC24 ZER1 ZIC4 ZMYM2 ZNF462 ZNF503 ZNF513 MAZ_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MAZ_Q6 ADAMTSL4 ADCY10 ADGRB2 AHNAK APBB1 ARFIP2 ARHGEF2 ARID1A ASCL2 ASTN1 ATP1A1 ATP2B4 ATXN7L2 BCL9 BDNF BRDT CA14 CAMK2G CAPRIN1 CASQ1 CCDC24 CELF1 CKS1B CLSTN1 CNN3 COA7 CPSF7 CREM CRTC2 CSDE1 CTNNBIP1 CTNND1 CUL2 DCHS1 DDX50 DENND2B DNAI4 DNAJB12 DUSP8 E2F8 EFNA1 EIF4G2 EMX2 ENSA ENTREP3 EPHA2 EPHB2 F2 FAM53B FDPS FHL3 FKBP2 FNBP1L GABPB2 GALNT2 GFRA1 GRIK3 GRK5 GTF2H1 HCRTR1 HDAC1 HERC4 HMGN2 HNRNPF HNRNPR HPCA HPS5 HSD11B1 INAVA JUN KANK4 KCNC1 KCNIP2 KCNQ1DN KCNQ4 KCNT2 KDM4A KRTCAP2 LBX1 LCK LDB3 LHX4 LIN28A LMNA LRRC20 MACO1 MARCKSL1 MDK MDM4 MIER1 MIR9-1HG MLLT10 MOV10 MPC2 MYBPC3 MYOZ1 NCDN NEURL1 NEUROG3 NFYC NPPA NR0B2 NR1H3 NRAS NT5C1A OGA OTUB1 OTUD7B P4HA1 PACSIN3 PATL1 PAX6 PBX1 PHC2 PHF13 PHF21A PIAS3 PIK3AP1 PIP5K1A PLA2G2E PLCB3 PLEKHA6 PLK3 POGZ POLR3GL POU2F1 PPM1J PPOX PPRC1 PRDM16 PRELP PRMT6 PROX1 PTPN5 PTPRF PTPRJ RCOR2 RERE RFX5 RHOG RNF2 RNF220 ROR1 RPL5 RPRD2 RTN4RL2 SCUBE2 SDE2 SDHAF2 SERINC2 SESN2 SETDB1 SHC1 SLC2A1 SMG7 SPINDOC SSBP3 STX5 STX6 SYT11 SYT7 SZRD1 TCEA3 TCF7L2 THRAP3 TIAL1 TIMM10B TLX1 TMEM109 TNNI2 TOR1AIP2 TPM3 TRIM33 TRIM46 TRIM8 TSSK3 UBE4B UBR4 UPF2 WAC XPR1 YARS1 ZBTB17 ZC3H11A ZCCHC24 ZEB1 ZFP91 ZNF143 ZNF362 ZNF496 ZNF503 ZNF644 ZNF687 MCAATNNNNNGCG_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCAATNNNNNGCG_UNKNOWN ABI1 ACTL6B ACTN1 ADAM10 AMD1 ARGLU1 ARL6IP1 ATE1 ATF2 ATP2A2 BAHD1 CCNJ CCNT2 CCT7 CDCA3 CDK19 CDK2AP2 CHD4 CHKA CNN2 CNNM2 CYCS DCTN2 DGCR8 DLX1 DOLPP1 EPHB1 ESRRG FBXL20 FBXO11 FICD HES1 HMGN2 HNRNPL HOXB8 IFRD2 JUP LIG1 LINC00472 LONRF3 MACROD2 MAF MSX2 NEUROD1 NFYA NFYC NIM1K NOL6 OARD1 PAPOLG PCDH17 PIGA POLDIP3 PPP2R5D PRADC1 PTCHD1 RAB8A RAD51C RERE RMI2 RNF38 RNFT2 SH3BGRL3 SH3GL3 SLIT3 SORBS1 SPRING1 SQLE SRSF6 STK35 STMN1 SUV39H1 TAFA1 TEX14 THAP11 TIAM1 TMED2 USP5 VASP WNT1 ZFAND5 ZIC1 ZMYND8 ZNF821 ZSWIM9 MEF2_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEF2_01 ABCA8 ACAP2 AGGF1 AGTPBP1 AICDA AKAP12 AKAP13 ANK3 ANP32A ARHGAP36 ARHGEF15 ARRDC3 ASCL2 ASPH ATL2 BEGAIN BEST3 BMP7 C12orf42 C12orf50 CA7 CACNA2D3 CAPN1 CASQ2 CDC25B CDC42EP3 CDIN1 CKM CKMT2 CNGA1 COL13A1 CRP DKK1 DLL4 DMP1 DPYSL3 EHBP1 ELMO3 EPHB1 ESRRG EYA1 FBXO40 FGF12 FGF6 FOS GATA4 GET4 GNAS GPC4 GRAP2 GRIK1 GRK7 GTF3C3 HAPLN1 HAS2 HDAC9 HOXA10 HOXA3 HOXB4 HS3ST5 IL17B ITGA7 ITGB3BP ITGB6 JCHAIN JPH2 JUN KCNJ9 KCNK9 KCNN1 KLHL20 KRT222 KRT83 LHFPL3 LINC01597 LMCD1 LUZP1 LYN MAS1 MBNL2 MEF2C MLF1 MPC2 MSX2 MYH6 MYL1 MYL2 MYO18A MYO9A MYOZ2 NCAN NDP NEDD4 NFIX PAK6 PDGFRA PHOSPHO1 PRKAG1 PRMT3 PTCHD4 RAB20 RIMS2 RIPOR1 S100PBP S1PR1 SESN3 SH3BGRL SLC12A5 SLC26A9 SLC7A9 SMAD1 SMARCA1 SMARCA2 SMPX SOBP SOX14 SOX2 SPIC SSPN SYNPO2L SYT10 SYT16 TBC1D16 TENT5A TIMP2 TNNC1 TNNI3K TPM2 TRDN TRIM55 TRIM8 TSC1 TSC22D1 TSPEAR TTYH2 UBE3A UBFD1 UBXN10 USP47 WFDC1 WNT8B ZBTB18 ZC3H11A ZFPM2 ZIC4 ZNF281 ZNF362 ZNF385B ZNF516-DT MEF2_02 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEF2_02 ABRA ACTC1 ADAM11 ADAM23 ADAMTS12 ADCY2 ADRA1A AK8 AKR1B1 ALPK2 AMMECR1 AMPD1 AQP1 ARAP2 ARHGAP26 ARHGEF38 ARMCX6 ARPP21 ARR3 ART5 ASB16 ATF3 ATP1A2 ATP1B2 ATP2A3 BCL9L BMAL1 BNC2 C10orf71 CA7 CACNA2D3 CACNG3 CAMK1 CAPN3 CARNMT1 CASK CASQ1 CASQ2 CCN2 CELF4 CKM CKMT2 CLCN1 CLDN14 CNPY2 CNTN1 COL13A1 COL8A1 CPEB4 CPT1B CRTAP CSRP3 CUX1 DGKI DIRAS1 DLG2 DLL4 DMD DOCK8-AS1 DZIP1L ELAVL4 EPHA7 ESAM ESR1 ESRRG EXTL1 EYA1 FBXL22 FBXO40 FBXW11 FGF12 FITM1 FOXP1 GABRB2 GABRB3 GNB4 GPBP1L1 GPC4 GPR153 GPR27 GRIN2B GRK7 GYG1 H2AC1 H2BC1 H3C1 H4C1 HAPLN1 HDAC7 HDAC9 HIVEP1 HJV HOXB4 HPGD HS3ST5 IGSF9B IKZF3 IRS1 ITGA7 ITGB3BP JCHAIN JUN KCNJ9 KCNN1 KCNQ5 KLHDC8B KLHL40 KLHL41 KPNA3 KRT222 KTN1 KY LARS1 LBX1 LINC00310 LINC01597 LRRC39 LUZP1 LYN LZTS2 MACO1 MAFA MEF2C MEOX2 MFGE8 MIEF2 MLLT3 MRPS23 MYL1 MYL2 MYOCD MYOM2 MYOZ2 NBEA NCAN NDP NDRG2 NELL2 NEXN-AS1 NFAT5 NOG NPNT NR0B2 NR2F1 NR4A1 NREP PACS1 PAK6 PCBP2 PCMTD1 PLAGL2 PLEKHA6 PMEPA1 POFUT1 POU4F1 POU4F2 PPARGC1A PPP1R3A PPP1R3D PPP2R2A PPP2R3A PRMT3 PTCH1 PYY PYY2 RALY RAP2C RASD2 RASGEF1B RASGRF1 RASGRP3 RBFOX1 RBMS3 RCOR1 RETREG1 RFX4 RGS3 RHOBTB1 RIPOR1 RPP38 RPP38-DT S100A4 S1PR1 SCAI SIK2 SIK3 SIPA1L1 SLAMF1 SLC25A4 SLC2A4 SLC32A1 SLC8A3 SLC9A5 SMARCA1 SMARCA2 SMPX SOX5 SPACA9 SPTB ST6GALNAC5 STAC SUPT4H1 SV2A SYNPO2L TBPL1 TCEA3 TEF TFIP11 THAP12 TIMP2 TMEM182 TMEM71 TNNC1 TNNC2 TNNI1 TNNI2 TNNI3K TNNT2 TP63 TPM2 TRDN TRIM33 TRMT10A TSC22D1 TWIST1 TYRO3 USP2 VXN WFDC1 XK ZBTB18 ZFAND5 ZHX2 ZNF362 ZNF385B ZNF516-DT ZRSR2 MEF2_03 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEF2_03 AAK1 AARSD1 ACTC1 ADAM11 ADCY2 ADK AK8 AKR1B1 ALPK2 AMMECR1 AMPD1 ANKMY2 AP3M1 AQP1 ARHGAP26 ARHGAP36 ARHGEF15 ARHGEF38 ARMCX6 ARPP21 ART5 ASB16 ATF3 ATP1A2 ATP1B2 ATP2A3 BCL9L BMAL1 BNC2 BZW2 C18orf25 C9orf24 CA7 CAPN3 CARNMT1 CASK CASQ1 CASQ2 CD24 CDC42EP3 CDK8 CELF4 CLCN1 CLDN14 CNPY2 CNTN1 COL8A1 CPEB4 CPT1B CREB1 CRTAP CTNND2 CUX1 DALRD3 DGKI DIRAS1 DLG2 DMD DYRK1B EFHD1 ELAVL4 ELK4 ENO3 EPHA7 ESAM ESR1 EXTL1 EYA1 FAM81A FBXO11 FBXW11 FGF12 FGF16 FITM1 FOS FOXP1 FOXP2 GABRB2 GAL3ST3 GNB4 GPC4 GPR85 GRIN2B GYG1 H2AC1 H2BC1 H3C1 H4C1 HAPLN1 HCFC1R1 HDAC7 HDAC9 HIVEP1 HJV HLX HOXA11 HOXA3 HOXB7 HPGD HSPB3 IGSF9B IL25 IRS1 ITGA7 ITGB1BP2 JCHAIN JUN KCNJ9 KCNN1 KCNQ5 KPNA3 KRT222 KRT28 KTN1 LBX1 LINC00670 LRRC20 LRRC39 LRRTM4 LUZP1 LYN LZTS2 MAB21L2 MACO1 MBNL2 MEF2C MEOX2 MFGE8 MGAT3 MGST3 MIA2 MLLT3 MUSK MYL1 MYLK MYOZ2 NBEA NCAN NCOR1 NDP NDRG2 NDUFAF3 NEIL3 NEK2 NEXN-AS1 NFAT5 NFIB NR2F1 NR4A1 OGN OPN3 PAK6 PDE6D PDLIM5 PHKA2 PIK3R3 PLAGL2 PMEPA1 POFUT1 POU4F1 PPARGC1A PPP1R3A PPP1R3D PPP2R3A PRDM1 PRMT3 PRRX1 PTCH1 PTCHD4 PTPN1 PTPRO PURA PYY PYY2 RALY RAP2C RASGEF1B RASGRF1 RASGRP3 RFX4 RHOB RIPOR1 RTBDN RTL9 RUNDC1 S1PR1 SCML1 SEMA7A SHANK2 SIK2 SIPA1L1 SLAMF1 SLC25A34 SLC26A6 SLC2A4 SLC30A1 SLC32A1 SLC6A13 SLC8A3 SMARCA1 SMARCA2 SMIM8 SMPX SOX5 SPACA9 SSPN STAC STRADB SV2A SYNPO2L TCEA3 TEF THBS2 THOC6 TIMP2 TMEM71 TNNC2 TNNI3K TP63 TPM2 TPP2 TRAK2 TRDN TRHR TRMT10A TSC22D1 TWIST1 TYRO3 USP2 VCPKMT VXN WFDC1 XIRP1 XK YJEFN3 ZBTB18 ZC3H10 ZFAND5 ZNF385B ZRSR2 MEF2_04 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEF2_04 ADCY2 ANP32D ASB16 CTHRC1 CUX1 CYP46A1 DGKI ELAVL4 EYA1 GJD2 LGI1 MACO1 MGST3 NFAT5 NR2F1 NRAP PPARGC1A PREP PRMT3 RALY RAP2C SCML1 SLCO5A1 TMEM163 TRPC4 ZBTB18 MEF2_Q6_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEF2_Q6_01 AAK1 ACTC1 ADAM11 ADAMTS12 ADCY6 AKR1B1 ALDOA AMMECR1 ANGPT2 ANKMY2 AQP1 ARHGAP26 ARHGEF37 ARHGEF38 ARL6IP5 ARMCX6 ART3 ART5 ASIC2 ASPH ATP1B2 ATP2A3 ATXN1 B4GALT1 BNC2 BZW2 C10orf71 CA7 CACNA2D3 CAMK1 CAPN3 CARTPT CASK CASQ1 CASQ2 CD180 CDC42EP3 CELA3A CIAO1 CKM CKMT2 CLCN1 CLDN14 CNMD CNST CNTLN CNTN1 COL13A1 COL1A1 COL8A1 COLQ CPT1B CRTAP CTBP2 CTNND2 CUX1 DCTN1 DGKI DIRAS1 DLG2 DLL4 DMD DNAJA4 DPP10 DZIP1L EEF1A2 ELAVL4 EPHA7 EPHX4 ESR1 ETV1 FGF12 FGF13 FILIP1 FITM1 FOXP1 FOXP2 FRMD4A FXR1 GABARAPL2 GAN GATA4 GET4 GNB4 GPER1 GPR27 GRB14 GRK7 GYG1 H1-6 H2AC1 H2BC1 HDAC4 HDAC7 HIPK1 HIPK3 HJV HS3ST2 HS3ST5 HS6ST2 HSPB3 IAPP IL10 INPP4A INPPL1 ITGA7 JAZF1 JCHAIN JUN KBTBD8 KCNA7 KCNJ9 KCNN1 KCNQ5 KLB KLHL40 KLHL41 KPNA3 KTN1 KY LBX1 LGALSL LHFPL1 LIF LRMDA LRRC2 LRRC20 LRRC8C LYN MACO1 MAFA MAP2K5 MBNL2 MFGE8 MID2 MITF MORC4 MYH6 MYL1 MYL2 MYO9A MYOG MYOZ2 NCAN NDP NEDD4 NEXN-AS1 NIPBL NLK NOG NR0B2 P2RX5 PABPC4 PACS1 PAK6 PCDH9 PDGFRA PER1 PI15 PLAGL2 PLPP7 PMEPA1 POFUT1 PPARGC1A PPM1B PPP1R16B PPP2R2A PRKAA2 PRMT3 PRRC2C PRX PTCHD4 PTGR3 PYY2 RALY RAP2C RARA RASGEF1B RASGRF1 RCOR1 RERE RFX3 RHOB RHOBTB1 RIMS2 RIPOR1 RNF145 SCAI SCN3A SCUBE3 SIX1 SLC16A13 SLC26A6 SLC26A9 SLC2A4 SLC44A1 SLC6A13 SLC8A3 SLC9A5 SLITRK1 SMARCA1 SMARCA2 SMPX SNAP25 SOX5 SSPN STAC STAC3 STRADB SV2A TBR1 TCEA3 TEF TFB2M TMEM127 TMEM182 TMEM71 TNNC1 TNNC2 TNNI3K TNNT2 TP63 TPBG TPM2 TPP2 TRAK2 TRDN TRHR TRIM33 TSC22D1 TSPEAR TYRO3 UBXN10 UNC13D USP13 USP2 VCPKMT VEZF1 WBP1L WBP4 WFDC1 XIRP1 YJEFN3 ZC3H11A ZFAND5 ZFHX3 ZFPM2 ZNF362 ZNF385B ZNF516-DT MEIS1AHOXA9_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEIS1AHOXA9_01 ABCC6 ADCY8 ADGRL2 ANKRD12 ANKS1B ARF3 ASXL1 B3GAT3 BEND4 C2orf27A CACNA1E CACNB3 CCN4 CDKN2C CHN2 CHODL CISH CLPX CNOT2 CNTNAP5 CREB5 DICER1 E4F1 EDN1 ELAVL4 ELF4 ESRRG FAM91A1 FBXO32 FEZF2 FIGN FLRT3 FRMD6 GATM GBX2 GCNT2 GPR22 GRIA3 GRM8 HCFC2 HJV HLX HOXA3 HOXB7 HOXC5 HOXD9 HRK HS3ST3A1 IGSF21 IRX3 JARID2 KCNQ5 KIAA2013 KIF1B KLF12 KLF14 KLHL1 KLHL4 LHX9 LINC01567 LINC01597 LUC7L3 MGAT4C MRPS18B NAP1L5 NCALD NDST3 NECAP1 NEUROD4 NFATC4 NIPBL NOG NOVA1 NRAP NRP1 ODF2 ONECUT2 OTOP2 OTP OTX2 PDGFC PDLIM1 PHF20L1 PHF21B PHOX2B PIK3CG PIK3R1 PPP1R10 PRR11 PRRT1 RBBP8NL SAMD11 SATB1 SCML1 SH2D1A SKA2 SOST SOX4 SPACA6 SPEM1 ST13P4 STRN SYNPO2L TAGLN3 TCF3 TCF7L1 TFAP2A TFAP4 TLE4 TPM2 TRIM69 TSHZ2 TTC12 UNC13B USH1G USP32 VEGFD ZBTB18 ZFHX3 ZIC5 ZMYND8 ZNF362 MEIS1BHOXA9_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEIS1BHOXA9_01 ACAN ACTN2 ADGRL2 ADNP AMOT ANKS1B AP3S1 ARF3 ARL4C ARMCX4 ARPC5 ATG12 ATP13A4 ATP2B3 BAIAP2L1 CACNB3 CD79B CDH13 CDK14 CHN2 CHODL CISH CLPX CNIH3 COPS3 CRX CSMD3 CYLD DMD DNAJB7 DRD3 DSPP EBF2 EIF4ENIF1 ESRRG FEZF2 FOXB1 FRMD6 GABRG2 GBF1 GBX2 GNAO1 GNB1L GNL2 GRM8 HIPK1 HNF4G HOXA11 HOXA3 HOXA6 HOXB7 HOXC12 HOXC4 HOXC5 HOXD9 HRK HS3ST3A1 IL17A IL19 INSM1 IRS1 IRX3 ITGB3BP KCNV2 KDM6A KLF14 KLHL1 KLHL4 KLRC2 KLRC3 LARP4 LINC01597 LMO3 LONRF3 LPAR1 MBNL1 MDK MRPS18B MYO1C NECAP1 NFIL3 NFKB2 NHSL2 NIPBL NMNAT2 NMNAT3 NOG NOVA1 NPVF NR2F2 NRAS NRP1 OLFM1 OTOP2 OTX2 PATE2 PCSK2 PDLIM1 PHOX2B PIANP PIK3CG PIK3R1 PLEKHA6 PPP1R10 PTH1R RAB10 RASGRF1 RBBP8NL RPLP0 RPP25 RTL10 SAMD11 SCML1 SGIP1 SIM1 SKAP1 SLC44A1 SOST ST8SIA2 STEAP4 SYNPR TAFA1 TBL1X TBR1 TCF3 TFAP4 TFDP2 TLE4 TNFRSF8 TPM2 TTC12 TTF2 UBR1 UNC5C UNC79 USH1G UTY WDR82 WNT6 ZBTB18 ZC3H18 ZFHX3 ZIC4 ZIC5 ZMYND8 ZNF362 MEIS1_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEIS1_01 AAMDC ABCG4 ABI3BP ABL2 ACADSB ADCY8 AKIRIN2 AMER1 ANK2 AP2M1 ARFGAP2 ARFGAP3 ARHGAP30 ARMCX3 ARRDC4 ASH1L ATL1 B3GALT2 BAZ1A BEND4 C1orf43 C2orf27A C8orf17 CABP5 CBX4 CCN4 CD248 CDIN1 CDK17 CDKN2B CDKN2C CKAP4 CLN3 CLTC CLTRN CMTM4 CNOT2 COL11A1 COPZ2 CREB3L1 CREB5 CREBRF CTNNBIP1 CTSK CXXC5 DAP3 DCAF17 DDIT3 DDX50 DENND4A DIP2B DMC1 DMXL1 DNAJB5 DNASE2B DOK7 DPF3 DYNC1I1 DYNLRB2 ELAVL4 EN1 ENSA EPB41 EPG5 EPHB2 ERCC8 ERRFI1 ESRRG ETS1 ETV1 EYA1 FBXO24 FBXO5 FBXW7 FEZF2 FGF12 FGF13 FITM1 FKBP3 FLRT3 FOS FOXI1 FOXP2 FRMD6 GAB2 GARRE1 GCAT GHDC GLI1 GNAO1 GPHN GPR156 GRB7 GRIK3 GRM6 H1-0 H2AZ1 HCRTR2 HEPH HES6 HINT2 HLX HMGN2P46 HOXA1 HOXB2 HSD11B1 HTR7 IKZF5 IL17RC ITCH KAT5 KCNAB3 KCNQ5 KCTD7 KIRREL3 KIRREL3-AS3 KLB KLF10 KLF14 KLF5 KLF7 KRT2 KRTAP17-1 LCOR LHX1 LHX9 LIN28A LINC00173 LINC01565 LPCAT3 LRCH4 MAPT MBD6 MEOX2 METTL8 MGAT4C MRGPRF MYLK2 MYT1 N6AMT1 NCALD NCAM1 NDP NDUFAF2 NEUROD2 NEUROD4 NHLH2 NOL4 NPEPPS NPPA NRG1 NRP1 NSL1 NYX PAFAH1B1 PBRM1 PCBP4 PDZD7 PDZRN4 PHLDB1 PIK3R3 PIM2 PITPNB PLAGL2 PLCD1 PLXNA2 POFUT1 POU2AF1 PPARGC1B PPM1D PPP2R2B PPP3CA PSIP1 PSMA6 PSME3 PSME3IP1 RANBP3L RBFOX1 RBX1 RGS6 RLIM RPS6KB1 RSBN1 RSF1 RSPRY1 RUNX1T1 SAMD11 SCUBE3 SEMA4A SIRT1 SKIDA1 SLC22A8 SLC23A2 SLC25A12 SLC25A25 SMDT1 SMOC1 SMPD3 SMPX SNAI1 SOBP SORBS1 SOX14 SPAG8 SPAG9 SPINK5 SPOCK2 SPRED1 SREBF2 SS18 SSBP4 STK3 STK40 STT3B STX4 TCEANC2 TCF7L2 TGIF1 TGIF2 TGM7 THRA TIAM1 TIMP4 TLE1 TLK2 TMEM109 TMEM126B TMEM59 TMEM71 TMIGD1 TNFRSF19 TNIP1 TNKS TNKS1BP1 TNPO1 TRIM55 USP15 USP32 UST VILL VPS18 WNT2 WWC1 YARS1 YIPF4 YY1AP1 ZIC3 ZMYND8 ZNF485 MGGAAGTG_GABP_B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MGGAAGTG_GABP_B AAAS AAK1 ACIN1 ACP2 ACSL4 ACSL5 ACTB ACTR6 ADNP ADNP2 AGAP2 AGL AGPAT4 ALDH16A1 AMD1 ANKS1A AOPEP AP1M1 AP3S2 AP4E1 AP5M1 APEH APOBR APOLD1 APPL2 ARAP1 ARFIP2 ARHGAP1 ARHGAP15 ARHGAP4 ARHGAP45 ARHGEF6 ARHGEF7 ARL5B ARPC1B ARPC4 ARPP19 ARRB2 ASPHD1 ATG5 ATL3 ATOSB ATP10B ATP2C1 ATP6V0E1 ATP6V1A ATP6V1D ATP7A AURKA BAG4 BAG6 BATF2 BAX BCAS3 BCAT2 BCL2L1 BCLAF1 BDNF BIN2 BIN3 BMF BMP2K BMP4 BNIP2 BRCC3 BRD9 BRF2 BTAF1 C11orf24 C14orf119 C16orf46 C1orf122 C2CD2L C2orf27A C2orf49 C3orf38 C9orf40 CAAP1 CACNA1D CADM1 CANX CAP1 CAPZA1 CARD9 CARF CAST CATSPER2 CBFB CBX8 CCAR2 CCDC171 CCDC25 CCDC85B CCR6 CCR7 CCT6B CCT7 CCZ1B CD247 CD2BP2 CD40LG CD53 CD79B CDC45 CDC5L CDH2 CDK11A CDK11B CDK13 CDK5 CDK8 CDX2 CELF1 CEP135 CEP164 CEP44 CES2 CFAP36 CFAP68 CHERP CHM CHMP1B CHPF CHUK CIAO1 CIAO2B CIB1 CITED2 CKS1B CLCN2 CLDN12 CLINT1 CLMN CMAS CMTM6 CNOT1 CNOT10 CNTN4 COMMD5 COPS3 CORO1C COX15 COX17 CPEB4 CPNE8 CPT2 CRADD CRB3 CREB3 CSAD CSGALNACT2 CSRNP3 CSTF1 CTDSP1 CTPS2 CTR9 CTSS CTTNBP2NL CUL7 CUTC CWC25 CXCR3 CYB5R3 CYB5R4 CYTH4 CYTOR DAPP1 DCAF10 DCTN5 DCUN1D3 DDIT3 DDOST DDX39B DDX47 DDX50 DEPDC4 DES DGKA DGKZ DGUOK DHX8 DIABLO DIAPH1 DMBT1 DMP1 DMTF1 DNAI1 DNAJB9 DNAJC7 DNMT1 DOCK8 DPCD DPP3 DPP8 DPYSL3 DUSP5 DYNC2I2 E2F3 E2F5 EAPP EDC3 EDC4 EDEM2 EGR2 EIF2B2 EIF2S1 EIF4A1 EIF5A EIPR1 ELF4 ELK3 ELK4 ELMO1 ELOVL1 ELOVL5 ELOVL6 ELP2 EMG1 EML3 ENDOV ENTR1 ERCC1 ERF ERH ESM1 ETF1 ETV3 ETV5 EVI2B EXOC5 EXOC7 EXTL2 EYA1 FAM110A FAM13B FAM210A FAM219A FBXL9P FBXO22 FBXO28 FBXO8 FBXW9 FCHO1 FCN1 FEZ2 FFAR4 FGD1 FGD2 FGF20 FIBP FIGN FIS1 FLT1 FMR1 FNTA FOXP1 FRS2 FUCA1 FURIN FXYD5 GAB2 GALNT10 GAR1 GEN1 GFI1 GFOD1 GGA1 GGT7 GIT2 GLA GMPR2 GNAI3 GNL2 GNL3L GPALPP1 GPC4 GPR137B GPR84 GRIN2B GRWD1 GSKIP GSPT2 GTF2A2 GTF2H1 GTSF1 HAT1 HAUS3 HBEGF HERC4 HERPUD2 HIRIP3 HM13 HMGA1 HNRNPA0 HNRNPH2 HOXA1 HOXA11 HOXC4 HPS5 HSP90AB1 HSPA8 HSPH1 HYAL2 IGF1R IKBKB IL11RA IL12B IL13 IL18BP IL2RA ING2 ING4 INO80E INTS3 INVS IRF2BPL ISCU ISG20L2 ITFG1 ITGA11 ITGB7 ITPR2 ITPR3 ITPRIPL1 JPH4 JUNB KAT5 KAZALD1 KBTBD4 KDF1 KICS2 KIF3B KIF5B KLHDC4 KLHL17 KYAT1 LAMC1 LANCL3 LAPTM5 LAYN LCMT2 LCOR LCP1 LCP2 LEPROTL1 LIMD1 LIMD2 LIME1 LIMK2 LIN28A LMAN2 LPXN LRRC41 LRRC59 LSM1 LSM5 LSR LTBR LTO1 LYRM1 LZIC MAD2L1BP MAGED1 MAGED2 MAP4K2 MAP9 MAPRE1 MARK1 MARK3 MBNL1 MED26 METTL25B MFN2 MFNG MGAT4A MIDEAS MINDY1 MITF MKRN3 MLEC MLF2 MMRN2 MON1B MORC3 MORF4L2 MPDU1 MPZL3 MRPL3 MRPS18B MSANTD2 MTCP1 MTF1 MTFR1L MTMR14 MTMR4 MTPN MYG1 NAA50 NAA60 NASP NCAM1 NDN NDRG1 NDUFS3 NEDD8 NF1 NFATC3 NHERF1 NIF3L1 NIPAL2 NIPAL3 NIPBL NKIRAS2 NME1 NME2 NMNAT1 NMRK1 NOC2L NOL12 NPTX2 NR4A2 NRAS NRBF2 NSD1 NUDT21 NUFIP1 NUP155 ODAD3 OMA1 OPA3 OSTF1 PACC1 PAFAH1B2 PAFAH2 PAIP2 PALB2 PATJ PATZ1 PAX6 PCDH7 PCED1A PCGF1 PDIA3 PDLIM2 PDZD7 PER2 PEX2 PEX7 PFKFB1 PHB2 PHF12 PHF23 PHKB PHLDB3 PICALM PICK1 PIGC PIH1D1 PIK3CG PIK3R2 PIK3R4 PILRA PILRB PKIB PKN1 PLCB2 PLCB3 PML POGZ POLH POLL POLR2H POLR3D POMP PPAN PPIL3 PPME1 PPP1R10 PPP1R11 PPP1R14C PPP1R21 PPP3CA PRADC1 PRDX5 PREX1 PRF1 PRIM2 PRKACA PRKACB PRKAG1 PRKAG2 PRKCSH PRTN3 PSENEN PSMB1 PSMB7 PSMD13 PTBP3 PTGR3 PTPN1 PTPN12 PTPN2 PTRH2 PYM1 PYROXD1 R3HDM1 RAB1B RAB2B RAB4B RAB5C RAB7A RAE1 RALB RANBP1 RAP2C RARB RBM22 RBMS2 RFC4 RGL2 RGS14 RGS3 RHOV RIN1 RING1 RINL RIPK4 RIPOR1 RLIM RMC1 RNF20 RNF4 RNF44 RNMT RNPS1 ROM1 RPA2 RPL27 RPL37 RPL41 RPS11 RPS18 RPS6 RPS6KA3 RPSA RTEL1 RUNDC3A SAMSN1 SART3 SCAMP2 SCRT2 SEC11A SEC13 SEC23IP SEC24C SEC31A SEMA4C SEPTIN1 SEPTIN10 SERINC1 SF3A1 SF3B4 SGO2 SHC1 SHC3 SIK3 SIPA1 SIRT3 SIT1 SLAMF9 SLC12A4 SLC26A9 SLC30A7 SLC35B3 SLC38A10 SLC39A11 SLC39A13 SLC39A6 SLC39A9 SLC41A1 SLF2 SMARCA1 SMC6 SMU1 SNCAIP SNCG SNHG29 SNX16 SOCS4 SOST SOWAHC SOX10 SOX2 SPINDOC SPRR4 SPRY2 SPTY2D1 SRSF4 SRSF9 SSBP3 SSH2 ST7L STARD13 STK10 STK4 SUGP1 SUMO1 SUPT16H SVIL SYNCRIP SYNJ1 SYNRG SZT2 TACO1 TADA3 TAF11 TAF2 TAF5 TAF5L TAF8 TAOK2 TAX1BP1 TBC1D10C TBCC TBP TCF12 TCF7 TCOF1 TEAD3 TFE3 TFRC TGIF2 THAP11 THAP5 TIMM10B TIMM17A TIMP4 TJP2 TLK1 TLN1 TLR4 TM9SF1 TMBIM4 TMCO1 TMEM127 TMEM128 TMEM154 TMEM156 TMEM167A TMEM208 TMEM33 TMEM62 TMEM9B TMUB1 TMX1 TNFRSF13B TNFSF11 TNKS TNNI2 TNPO3 TNRC6A TNS2 TOMM40 TOR4A TPI1P2 TRAPPC12 TRIM39 TRIM41 TRIP13 TRMT112 TRMT2A TRMT2B TRO TRPV2 TTF1 TTPAL TUFM TUSC3 TUT1 TWIST1 TXN2 TXNDC12 U2AF1L4 U2AF2 UBE2D3 UBE2F UBE2L3 UBE2N UBE2V2 UBE4A UBR4 UBXN1 UFC1 UFD1 UGGT2 ULK4 UNC13D UQCRH USE1 USF1 UVRAG UXT VAMP8 VASP VAV1 VCAM1 VEGFB VMP1 VPS13B VPS16 VPS52 VPS53 WDFY4 WDHD1 WDR1 WDR48 WDR55 WDR73 WDR74 WDR83 WDR83OS WIPF1 WIPI1 WIPI2 XCL1 XCL2 XPO5 XRCC4 YJU2 YKT6 YRDC YTHDF3 YWHAB ZBTB10 ZBTB11 ZBTB41 ZBTB7A ZC3H10 ZCCHC24 ZCCHC9 ZDHHC5 ZER1 ZFAND3 ZFP3 ZFP64 ZFYVE16 ZKSCAN8 ZMAT3 ZMYND8 ZNF184 ZNF22 ZNF22-AS1 ZNF23 ZNF24 ZNF322 ZNF35 ZNF384 ZNF408 ZNF512 ZNF585A ZNF585B ZNF646 ZNF653 ZNF655 ZNF668 ZNF768 ZNF79 ZNF800 ZNF830 ZRANB2 ZSCAN20 MIF1_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIF1_01 ADK AKIRIN1 AP1M1 APH1A APOBEC4 ARID1A ARL13B ARL4A AZI2 BBS2 BCL2L1 BDNF BMP6 C20orf85 C2CD2L C2orf73 CARS1 CBLB CBX4 CBX6 CCDC103 CCDC6 CCDC60 CCND2 CD44 CDK20 CDKL5 CEP83 CHCHD4 CIBAR2 COQ8B CPEB2 CRLF1 CSMD3 CX3CL1 CYTH2 DCTN1 DDX31 DHRS3 DHX30 DIO3 DMD DNAH7 DNAH9 DNAI1 DNAJC1 DNAL4 DPAGT1 DYDC2 DYNLL1 E2F5 EFNB3 EFTUD2 ELAPOR1 ELAVL2 EMX2 ENKD1 ENKUR ERRFI1 FAM166A FAM167A FAM219A FAM72A FAM76A FASTKD2 FGF13 FGR FHIP1B FIBCD1 FILIP1 FUZ GALNT14 GARRE1 GFOD2 GLRA3 GMPR2 GPR119 GPRC5D GRID2 GRIK5 GRM3 GRWD1 GTF3C4 HAT1 HM13 HMGCS1 IQCD ITGB8 JADE1 JADE2 KCNRG KIF17 KIF3B LINC00649 LINC01138 LRP2 LRRC46 LSM7 LURAP1L MADD MAGED1 MAP9 MDH1 MDH1B MED25 MRPL10 MYCBP MYO1C NAA20 NAA60 NAT14 NCDN NCOA5 NEDD8 NEDD9 NEK2 NRGN NSMF ODAD3 ORAI3 PACRG PARP8 PDZD4 PLA2G12A PLCB3 PNKD POLD4 PPME1 PPP1R32 PRKCSH PRKN PRR16 PTCH1 PTCH2 PTDSS2 RASGEF1A REEP4 RFX2 RIBC2 RNF25 RNF41 RUNX1T1 SALL2 SDCBP2 SHANK2 SIAE SIK1 SLC25A37 SMAD5 SMC1B SOCS1 SOX3 SOX5 SPA17 SPPL2B SPRY2 SPTAN1 SREBF1 STK36 STMN4 TBATA TBC1D16 TBPL1 TCTN3 TEKT2 TGFB3 THNSL1 TLX3 TMEM109 TMEM43 TP53BP1 TPCN1 TRIM39 TSC22D1 TTC12 TTC16 TTC8 TUSC3 UBB UBE2U VEGFA VWA3B WARS2 WWP1 YWHAE ZBTB48 MMEF2_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MMEF2_Q6 ABCB4 ACTA1 ACTG2 ACVR2A ADAM11 ADAMTS9 ADD3 ADGRB3 ADGRL2 AGR3 AICDA AMBN ANKMY2 ARHGAP12 ARHGAP26 ARHGAP36 ARHGEF15 ARL4C ASCL4 ASIC2 ASPH ATL2 ATP6V0C ATXN7L1 B3GLCT B4GALT1 BCL6 BCL9L BEGAIN BHLHE22 BHLHE40 BNC2 BZW2 CA7 CACNA2D3 CACNB3 CALCR CAPN1 CASQ1 CBFA2T2 CDC42EP3 CDK14 CDKL5 CFL2 CHN2 CKM CLASP1 CLDN14 CLDN23 COL11A2 COLQ COX7A2 CPS1 CRHBP CRTAP CSNK1E CYB561D1 CYP26B1 DBNDD2 DCTN1 DGKI DHRS3 DIP2B DKK1 DLG2 DLGAP4 DMD DMPK DNAJA2 DNAJA4 DNAJB5 DUSP14 E2F8 EBLN2 EHD1 EHD4 ELAVL2 ELAVL4 ELMO3 ESR1 EYA1 FAM241A FGF13 FGF9 FHOD1 FILIP1 FLRT3 FLT1 FOXA2 FOXD3 FOXP2 FXR1 GABRA1 GAL3ST3 GAN GAPDH GCAT GEN1 GET4 GNB4 GPR15 GPR153 GRIK1 GSC GYPC H1-5 HAPLN1 HAS2 HIBADH HIVEP3 HMGB4 HMGN2 HNRNPL HOXA10 HOXA11 HOXA4 HOXB6 HOXB8 HOXC10 HOXD4 HOXD8 HS3ST5 HSPB1 HSPB7 HTR2B IKZF2 INPPL1 INSIG2 JUNB KCNJ13 KIRREL3 KLF2 KLHL40 KPNA3 LHX9 LINC00474 LINC00670 LINC01597 LINC03040 LMCD1 LMO3 LMX1A LRRN3 LRRTM1 LUC7L LUZP1 LYN MAB21L2 MACO1 MAFA MANF MAS1 MBNL2 MCTP1 MEPCE MITF MPC2 MXI1 MYB MYH6 MYL1 MYL11 MYL2 MYL6B MYO15A MYO3B MYOZ2 NANOS1 NCAN NEDD4 NFIL3 NHLH1 NIPBL NLK NOG NOX3 NR2F1 NRAP NRP2 OLIG3 P2RX5 PACSIN3 PDLIM1 PENK PIP4K2C POU2F1 POU3F2 PPP1R16B PPP2R2B PRDM13 PRKAG1 PRKCQ PRMT3 PRRT2 PRRX1 PRX PTCHD4 PYY2 RALY RBM12B RBM8A RCOR1 RFX3 RHOA RHOBTB1 RIMS2 RTN1 RTN3 RTP1 RUNX1T1 RUNX2 SALL1 SALL3 SDC1 SEMA3A SH3BGRL3 SIN3A SIX3 SLC12A5 SLC26A9 SLC38A3 SLC39A13 SLC44A1 SLC50A1 SLCO2A1 SMPX SOBP SOX14 SOX3 SOX5 SSH3 SSPN STAG2 SV2A TACR1 TBR1 TBX4 TCEA3 TCTA TENM3-AS1 TENT5A TFAP2D TFDP2 TLCD5 TLE3 TM2D3 TNNC1 TOMM70 TOPBP1 TP63 TSPAN14 TSPEAR TUBA4A TUBA4B TWIST2 TYRO3 UBE2F UBE3A USP13 USP2 VANGL1 VSTM2L WDR81 WFDC1 WIPI1 YPEL5 ZBTB9 ZCWPW1 ZDHHC8 ZMYND8 ZNF385B ZNF436 ZNF436-AS1 ZNF516-DT ZPBP2 MSX1_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MSX1_01 ACTA1 ADAM11 ADAMTSL1 AFF3 AIG1 ARL6IP5 ARMH4 ARX ASB5 BARHL2 BCAR3 BDNF BMAL1 BNIP3L BSPRY BTBD9 C12orf42 CACNA1H CALM1 CAP1 CBFA2T2 CBLN2 CBX5 CCDC3 CCKAR CDC14A CDH5 CDK5 CEP41 CHERP COL27A1 COL6A3 CRX DLG2 DLL1 DLX1 DLX5 DNAJB4 DPY30 DRD3 EBF2 EHD4 ELAVL2 ELL2 ELMO1 EN1 ENSG00000291228 EOMES EPHA7 ESRRA ETV5 EYA1 FAM13B FLNA FOXG1 FOXP1 FOXP2 FSCN2 FUT11 GAD1 GNA13 GPR12 GRIN2B GRK6 GTPBP2 HABP2 HMGN2 HNRNPA1 HOXA11 HOXB4 HOXB7 HOXC4 HOXC6 HOXD3 HSD3B7 IGF2BP3 IL1RAPL1 ING3 INHBA JAK3 KCNAB1 KCNJ2 KCTD5 KDM4A KIF1B KIF9 KMT2A KRT25 LHX6 LIMS1 LINC00311 LPXN MAB21L1 MAB21L2 MACROH2A1 MAML2 MAP2K7 MCTS1 MDGA1 MITF MORC4 MPPE1 MSX1 N6AMT1 NCDN NDP NEUROD6 NKX2-1 NKX2-2 NMU NOG NOL4 NPEPL1 NQO2 NR2F1 NR6A1 NT5DC2 NTS NXF1 PCDH12 PCDHGC3 PDZD2 PHOX2B PIPOX PKHD1 PLAC1 PMP22 POSTN POU2F1 POU4F2 PRDM9 RAB2A RAP2C RARB RBFOX1 RREB1 RTN4RL1 RUNX1T1 SALL1 SH3BGRL2 SHKBP1 SHOX2 SIK3 SIM1 SKIL SLC4A2 SLC6A14 SMAD1 SND1 SOX4 SPAG5 SPOCK2 SPRY2 SPTB STMN4 SYT9 SYTL2 TEX26 THUMPD2 TMEM126B TMEM59L TP53 TRERF1 TUT1 UROD UTP4 VAV1 VCAM1 WBP2NL WNT6 WRAP53 ZIC1 ZIC4 ZNF532 ZNF770 MTF1_Q4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MTF1_Q4 ABTB2 ACTN4 ADAMTS9 ADAMTSL2 ADGRL1 ANAPC1 ANKMY2 ANP32A AQP4 AQP4-AS1 ARMCX3 ARTN ARVCF ATF2 BCL9 BEX1 BMT2 BZW2 C2CD2L C4orf33 C6orf136 CABP7 CACNA1F CADM1 CADPS CALCR CAVIN1 CBLN1 CCDC177 CCNJL CDAN1 CDC25A CDCP1 CDIN1 CDK6 CELF4 CEP41 CERT1 CHPF CHRD CHRM1 CIZ1 CLASRP CLCN2 CLIP3 CNBP CNGB1 CNNM1 CNNM2 CNPY3 CNTFR COL12A1 CREB1 CRTAC1 CTNND1 CYP26A1 DAB2IP DCAF1 DGKG DLG2 DLL1 DNAI1 DNM1 DOCK11 DTX1 DUSP7 EEF2K EFNA5 EGR1 EHD2 EIF4G2 EIF5A ELK3 EMILIN3 EP300 FAM120C FAM219A FAM222B FBXL20 FEZF2 FGF14 FGFR1OP2 FLT4 FMNL1 FOXA2 FOXO4 FST GABRA4 GAREM1 GDPD3 GLI1 GNAI2 GPC4 GPC6 GPM6B GRIN3A GSC H1-0 H2AZ2 HCN4 HDAC3 HDAC7 HELZ2 HES7 HMBOX1 HMG20B HMGA1 HOXC4 HOXC6 HR HTR7 IFFO1 INTS13 INTS9 JADE2 JPH3 JUN JUP KANSL1L KCNJ10 KCNN2 KCTD12 KHSRP KIF3A KLF15 LAMTOR1 LCK LHX4 LHX6 LIG1 MAGED2 MARCKS MECOM MECP2 MEPCE MGLL MLLT10 MLLT6 MNT MRC2 MRPL45 MT1E MT2A MT4 MTF2 MTMR4 MTSS1 MYH13 MYLK NDUFA11 NDUFAB1 NFAT5 NFIL3 NKX2-1 NNAT NPPC NRF1 NUAK1 NXPH3 OLFM2 P3H4 PAQR4 PAQR6 PAX8 PCDH1 PCDH10 PCDH7 PDE7A PDZD4 PHKA1 PHLPP1 PICALM PIP4K2A PLEC POLH POLK POLR2H PORCN POU2F1 PPM1J PPME1 PPP1R16A PPP2R2B PPP2R5D PPP3CA PPP4R4 PRKAG1 PTCHD4 PTGES3 PTPRG PURA RAP1GDS1 RAPGEFL1 RASAL2 RBBP7 RELA RELL2 REPIN1 RGS6 RHOT1 RIN1 RNF19B RPAP1 RPS6KA3 SALL1 SAP130 SCLT1 SCRT2 SEMA3A SEMA6C SENP1 SFRP1 SLC30A2 SLC6A14 SLC9A7 SLITRK2 SMARCA2 SOBP SPACA6 SPARCL1 SPATA32 SRSF8 ST8SIA2 STAC2 SYT12 THAP7 THAP7-AS1 TIAL1 TMEM105 TMEM187 TMEM229B TMEM50B TMTC2 TNKS2 TNMD TNXB TOB1 U2AF2 UBAC1 VEGFA VSNL1 VWCE WAS WDR53 WDTC1 XPO5 XPO7 YPEL5 ZBTB7A ZCWPW1 ZFP91 ZNF362 ZNF385A ZNF48 ZSWIM8 ZSWIM9 MYAATNNNNNNNGGC_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MYAATNNNNNNNGGC_UNKNOWN ACAA2 AGO1 AMD1 ANP32A ARHGAP36 ARHGAP44 ARHGEF12 ASCL2 BBOX1 BCAS3 BCL2L1 BDNF BORCS6 C6orf62 CDC20 CDK17 CENPF CSRNP2 CXCL14 DAB1 DCTN2 DLX1 DMD DOCK4 DPYSL2 EPB41L5 ETV5 FAM204A FBXL20 FGF3 FKBP2 FKBP5 FLI1 G3BP2 GABRA6 GPX1 GTF3C2 HOXC11 HOXD4 JAG1 KCNA6 KCNIP4 KRT9 LAMA1 LBX1 LIN28A LUC7L2 MAF MEX3D MIS12 MORN4 NDST2 NECTIN1 NFKB2 NFYA NKX2-1 NRXN3 NSD1 NUTF2 OARD1 OSBP PANK2 PAPOLG PAQR6 PAX6 PCDHGA11 PCYT1B PDZD8 PLA2G6 POU3F3 PPP2R5D PRDM10 PRKACA PTK7 RABAC1 RBBP6 RGS8 RNF38 RPS6KA5 RTL9 RXRG SALL1 SEL1L SEPTIN4 SIX5 SKIDA1 SLC26A9 SOST SOX5 SQLE SRSF6 SWAP70 SYNE2 SYT4 THAP8 TLE1 TLE4 TMEM132E-DT TMSB10 TNPO2 TSSK2 TUBB2B TULP3 TYK2 USP15 VSX1 WASL WDR62 XBP1 ZMYND8 ZNF277 ZNF503 MYB_Q3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MYB_Q3 ABHD15 ABHD2 ACTC1 AGER AHNAK ALDOA ANKRD17 ANKRD28 ANKZF1 AP5B1 ARHGEF6 ARL4C ASB7 ASIC2 ATG9A AURKA B3GALT2 BAP1 BDNF BEND4 BHLHE22 BSCL2 BUD31 C11orf16 C19orf47 C1orf21 C4A C4B CACNA1G CACNB3 CADM1 CADM2 CAMK2A CANX CASK CCDC171 CCL5 CD68 CDCA3 CDH20 CDK2 CEBPB CELF1 CHGA CLTRN CNOT2 CNTF COL12A1 COX7A2P2 CRISPLD1 CSDE1 CSTF1 DDIT3 DGKI DMD DNAH12 DSCAM E4F1 EHMT1 EPB41 ERGIC1 ERRFI1 ESRRA ESRRG ETV4 FAM13B FGF12 FIGN FLI1 FOXF2 FOXP1 FRAS1 FXR2 GAN GBA2 GCAT GMFG GMPR2 GNAS GNAT1 GNG3 GNL1 GOLGA7 GPHN GRK5 GTF3C2 HCN1 HEBP1 HERPUD2 HHEX HMGA2 HNRNPF HOXA11 HOXB3 HRH4 HSPA9 ID4 IER5L IL11RA ING3 KLF12 KLF5 KMT2D KMT2E KRT25 LAMA3 LEP LHX6 LIG4 LINS1 LMNA LNPEP LTBP1 LUC7L3 LYN MAP4 MAZ MBD6 MDGA2 MED13 MGLL MIDEAS MINDY1 MIR22HG MLN MROH2B MTRFR MXD3 MYL6B MYO18B MYOZ2 NCOA5 NDEL1 NDUFC1 NEDD8 NEUROD6 NIPBL NMUR1 NOVA1 NR3C2 NRF1 NRGN NRXN3 OAZ2 ODF2 OMG OPCML ORAI3 ORMDL2 P2RY2 PAN2 PCDH9 PCSK1N PDAP1 PHF7 PIK3CG PIK3R3 PLXNC1 PMEL PNMA1 PNOC PPARGC1B PPP4R4 PRDM13 PRDM16 PREB PRICKLE1 PRPF38B PRR3 PRUNE1 PTCHD4 PTMS RAB2A RAPSN RARG RASA3 RBM39 RDH11 RFX3 RGS2 RHOBTB3 RIMS1 RIN1 RPL4 RREB1 RUNX1T1 SCN3B SEC16B SECISBP2 SEMA7A SEPTIN12 SESN2 SF3B1 SHKBP1 SHMT1 SKAP1 SLC16A6 SLC6A10P SLC6A20 SORT1 SOX5 SPAG9 SPATA8 SPOCK2 SRGAP2 SRSF5 SSBP2 STC1 STT3B SYNC TAF5 TEX47 TMEM132E TMEM132E-DT TMEM62 TMEM80 TMEM97 TNNI1 TNPO3 TOB1 TOR1AIP1 TOX2 TP53I13 TPI1P2 TRIM2 TSC22D1 TUG1 UBE2H UBE2R2 UBE3A USP32 USP5 VAPA VAV1 VCPIP1 WDR81 WIPI1 WNT3 WNT5A XPO1 YWHAE YWHAQ ZBTB26 ZBTB32 ZBTB47 ZMYM2 ZMYND8 ZNF148 ZNF362 ZNF367 ZNF462 ZNF800 ZSWIM2 MYB_Q5_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MYB_Q5_01 ABHD2 ACTC1 ADAM2 ADAMTS3 ADGRG4 AFF4 AK2 ALDOA ANKRD17 ANKRD28 AP5B1 ARHGAP12 ARHGEF6 ASIC2 B3GALT2 BDNF BEND4 BEST3 BHLHE22 BRD8 BRME1 BSCL2 C11orf16 C19orf47 C21orf58 CACNB3 CADM1 CAMK2A CANX CAPN11 CCDC171 CCL5 CCND2 CDCA3 CDH20 CDK14 CDK2 CEBPB CFAP69 CHP2 CLDN8 CLTRN CNTF CNTN4 COLEC10 COMMD3 COQ10B COX7A2P2 CPNE1 CPNE6 CREB5 CRISPLD1 CRTC2 CSDE1 DACT1 DDIT3 DDR2 DENND4A DLX2 DMD DNAAF3 DNAH12 DOCK1 DSCAM ELAVL4 EPB41 ERRFI1 ESRRA ESRRG ETV4 FAF2 FAM181A FAM186B FAM91A1 FAP FCRLA FGF12 FGF13 FIGN FLI1 FMOD FOXP2 FRAS1 FST G3BP2 GCNT2 GMFG GMPR2 GNAS GNAT1 GNG3 GNL1 GPHN GPR22 GRK5 GTF3C2 GUCA2B HCN1 HEBP1 HES6 HHEX HMGA2 HMGN2P46 HNRNPF HOXB3 HRH4 HSPA9 HTR2C IFT57 IL11RA ING3 JPH3 KAT6A KIF20A KIF7 KLF12 KLF5 KMT2D KMT2E KRT25 LEP LHX6 LIG4 LNPEP LRFN5 LTBP1 LUC7L3 MAEL MANF MAP4 MBD6 MDGA2 MDM1 MGLL MIDEAS MINDY1 MLN MPRIP MROH2B MTRFR MXD3 MYL6B MYO18A MYO18B MYOZ2 NDEL1 NDUFC1 NEDD8 NEUROD6 NFIL3 NMUR1 NR2F1 NR3C2 NR6A1 NRG1 NRGN OAZ2 OCRL ODF2 ODF4 OGDHL OMG ONECUT1 ORMDL2 P2RY2 PCDH9 PCNT PCSK1N PCYT2 PDE3B PGM1 PIAS1 PIGH PIK3CG PLA2G6 PLXNC1 PMEL PNMA1 PNOC PPARGC1B PPP2R5B PPP4R4 PREB PRICKLE1 PRKACA PRPF38B PRR3 PRRG4 PRUNE1 PSMA1 PTCHD4 PTMS R3HCC1L RAPSN RARG RASA3 RBM14 RBM39 RDH11 RFX3 RFX4 RGS2 RHOBTB3 RHOC RIMS1 RIN1 RPL4 RPRD2 RREB1 RUNX1T1 SARM1 SEC16B SEMA6D SEMA7A SEPTIN12 SHKBP1 SHMT1 SIX4 SKIDA1 SLC16A6 SLC22A11 SLC37A1 SLC6A9 SLC9A7 SMARCA2 SNX6 SOX5 SPAG9 SPATA8 SPOCK2 SRGAP2 SRSF2 SRSF5 SSBP2 STT3B SYNM SYVN1 TASL TCF12 TEX47 TMED2 TMEM62 TMEM97 TNNI1 TOR1AIP1 TOX2 TUG1 UBE2H UBE3A USP5 VAPA VCPKMT VN1R3 WBP2NL WDR82 WIPI1 WNT3 WNT5A XPO1 XPO7 YWHAE ZBTB26 ZMYND8 ZNF263 ZNF296 ZNF362 ZNF462 ZNF800 ZSWIM2 MYB_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MYB_Q6 ABHD15 ADAM2 ADAMTS3 ADGRG4 AGBL5 AK2 AKR1A1 ALDOA ALOX12B ANK2 ANKRD17 ANKRD28 ARHGAP12 ARHGEF6 ASPA B3GALT2 BAP1 BDNF BEND4 BHLHE22 BSCL2 C19orf47 C6 CACNA1G CACNB2 CAMK2A CAPZA1 CD44 CD5 CDCA3 CDH13 CDK14 CDK17 CDK2 CFAP69 CHN1 CHRDL1 CITED2 CLDN8 CNTD1 CNTF COA3 COP1 CRISPLD1 CSAD DACT1 DDR2 DDX17 DLG3 DLGAP1 DLX1 DNAH12 DOCK1 EIF4G2 EPB41 ESRRG FAF2 FAM181A FBXL14 FBXL2 FBXO24 FCGBP FEZF2 FGF12 FGF16 FLI1 FMOD FRAS1 FSTL5 FUT11 FYN GABPB2 GCAT GCNT2 GMPR2 GNAS GNAT1 GNG3 GRIA3 GRIN2A GRK2 GTF3C2 GYG1 HEPACAM HES6 HHEX HNRNPF HNRNPUL1 HOXA3 HOXB3 HOXB4 HOXB5 HOXB8 HOXC6 HTN1 ID3 ID4 IER5L IGFBP4 IGSF1 IL11RA ING3 IVL JADE1 JARID2 JPH3 KCNK7 KDM6A KIF7 KLF5 KMT2A KMT2D KMT2E KMT5A KRT14 KRT25 KRTAP17-1 LNPEP LRCH4 LRFN5 LTBP1 MAEL MAP1S MAP4 MAP4K4 MB MBD3 MBD6 MDGA2 MDM1 MED13 MFSD5 MGLL MICAL2 MINDY1 MIR22HG MLN MNT MSN MTERF2 MTRFR MYL6B MYO18A NEDD8 NEUROD6 NKAIN1 NKX2-8 NOL4L NOTCH2 NOTCH2NLA NOVA2 NR3C2 NR6A1 NXPH1 ODF2 ODF4 ONECUT1 OSR1 OTX1 P2RY2 PABPC1 PABPC3 PAFAH1B1 PCDH9 PCSK1N PEX16 PFN2 PHC1 PHF7 PIP4K2B PMEL PNMA1 PPP4R4 PRDM12 PREB PRICKLE1 PRPF38B PRUNE1 PTPN22 RAB3C RAB4B RAPSN RARG RCAN2 REPS1 RFX4 RGN RHOA RHOC RHOV RIN1 RPRD2 RUNX1T1 S1PR2 SDC1 SEMA7A SEPTIN12 SESN3 SHKBP1 SKIDA1 SLC16A6 SLC39A4 SLC6A10P SLC9A7 SMCO4 SNRPD1 SOBP SOCS2 SPAG9 SPATA8 SPOCK2 SRSF8 SSBP2 ST7L STC1 STC2 STK11IP SYNPO SYVN1 TCTA TFAP2C TGM5 TLE3 TMEM35A TMEM60 TMEM62 TMEM69 TMEM97 TNNI1 TNS2 TOR1AIP1 TOX2 TP53I13 TPP2 TRPC1 TTC16 TUG1 TYSND1 UBE2H UBE2S UGGT1 USP5 VCPKMT VN1R3 WDR81 WDR82 WDR86 WFS1 YPEL1 YWHAE ZBTB32 ZNF362 ZNF367 ZNF746 ZNF767P ZNF800 ZYX MYCMAX_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MYCMAX_01 ABCA1 ACY1 ADAMTS17 ADAMTS19 AGO2 AMPD2 APOA5 ARL3 ARMC6 ASXL1 ATAD3A ATAD3B ATF7IP ATG5 ATOH8 BCAS3 BCL7C BEND4 BHLHA15 BMP4 BOK C2CD4A CA14 CAD CAMKV CBX5 CCDC191 CDC14A CEBPA CEBPA-DT CGREF1 CHD4 CHRM1 CLN3 CLUH CNNM1 COL2A1 CRMP1 CSDE1 CSK CTIF CYP2D6 DAZAP1 DAZL DCAF11 DCAF13 DCTPP1 DERL3 DIABLO DIAPH1 DNAJB5 DYM EEF1B2 EFNB1 EIF4E ELAVL3 ENO3 EPB41 ESRP2 ESRRA ETV1 ETV4 EWSR1 FGF14 FGF6 FKBP10 FKBP11 FLT3 FOXD3 FOXJ3 FOXO3 G6PC3 GADD45G GCSH GIT1 GJA1 GPC3 GPM6B GPRC5C GPS1 H3-3A HHIP HIRA HMGA1 HNRNPA1 HNRNPDL HNRNPH3 HOXA11 HOXA3 HOXB5 HOXB7 HOXC11 HSPA9 HSPBAP1 IFRD2 IGF2BP1 IGSF22 ILF3 ILF3-DT IPO13 IPO7 IQGAP2 IRF9 IVNS1ABP KANSL1L KCMF1 KCNH4 KCNN4 KCNQ5 KCTD15 KDM3A KIAA0586 KICS2 KLHL28 KMT2A KRTCAP2 L1CAM LAP3 LIN28A LRP8 LYAR LZTS2 MANF MAP7 MAT2A MEOX2 METAP1D MGME1 MIA2 MID1IP1 MNT MON1A MPP3 MRPL40 MTHFD1 MXD4 MYCL NCL NDUFS1 NEUROD1 NOL4L NOP56 NPM1 NR6A1 NRAS NRIP3 NTN3 NUDC ODC1 OPRD1 OSR1 P3H4 PA2G4 PABPC1 PAICS PCDHA10 PDIA2 PDIA4 PER1 PFN1 PITX3 POGK POLR1G POU3F2 PPARGC1B PPAT PPP1R9B PPRC1 PRDX4 PRMT1 PRPS1 PRR7 PSME3 PTGES2 PTGR3 PTMA PUS1 QTRT1 QTRT2 RAB3IL1 RAI14 RAMP2 RANBP1 RCL1 RCOR2 REXO2 RFX4 RFX5 RHBDD3 RHEBL1 RORC RPS19 RPS6KA5 RSPO2 RTN4RL2 RUNX2 SATB2 SCRT2 SDC1 SERBP1 SFXN2 SIGMAR1 SLC12A5 SLC17A9 SLC1A7 SLC25A32 SLC43A1 SLC49A4 SLC6A15 SMAD2 SMC3 SNCAIP SNX5 SRP72 STMN1 STXBP2 SUCLG2 SUGP2 SYNCRIP SYT3 TAFA4 TCERG1 TCOF1 TESK2 TET2 TFAP4 TFRC TGFB2 TIMM10 TIMM8A TIMM9 TMEM108 TMEM59L TOGARAM1 TOP1 TRIB1 TRIM46 TRMT2A TUBA4A TUBA4B U2AF2 UBA1 UBE2B UBIAD1 UBR4 UBR5 UBXN10 USP15 USP34 WIPI1 YEATS2 ZBTB10 ZBTB49 ZC3H10 ZHX2 ZNF565 ZNF771 MYCMAX_02 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MYCMAX_02 ACY1 ADAMTS17 ADD3 ADSS2 AMPD2 ANGPT2 ANKHD1 ANKHD1-EIF4EBP3 ANKRD17 APLN ARF6 ARHGAP44 ARRDC3 ATF7IP ATOH8 ATXN7L2 B3GALT2 BACH1 BACH2 BCKDHA BCL9L BCOR BEND4 BHLHA15 BMP2K BOK C1QTNF5 CACUL1 CAD CALB2 CAMKV CARMIL3 CBX5 CCDC6 CD2 CDK2 CDK5R1 CDKL5 CDKN2C CHST11 CIART CITED1 CLCN2 CLUH CNNM1 COL2A1 COMMD3 CSK CSMD3 CUTA DBP DCAF11 DCAF13 DCAF17 DCT DIABLO DLX1 DNAAF6 DPAGT1 DSCAM DZIP1 E2F8 EFNB1 EIF4B EN1 ENPP2 EPB41 EPB41L3 EPB41L4B ETV1 EXOSC5 FAM89B FBL FBXW7 FGF14 FGF19 FGF20 FGF6 FKBP5 FOXF2 FRMD4A FXR1 FZD6 GALNT4 GATA4 GIT1 GLS2 GPC3 GPR17 GPR65 GPS1 GRHL3 GSX1 H2AZ1 H3-3B HDGF HIF1A HNRNPA1 HNRNPDL HOXA11 HOXA3 HOXA7 HOXB5 HOXB7 HOXC11 HOXC4 HOXD10 HPCA HSPA4 HSPH1 IER5L IGF1R IGF2BP1 INO80 INSM1 IP6K1 IPO13 IQGAP2 IRF9 IRS4 IVNS1ABP JADE1 JMJD1C KANSL3 KBTBD2 KCNQ5 KCNT2 KDM3A KICS2 KLHL28 KMT2A L1CAM LEF1 LEMD2 LIN28A LINC01106 LMO3 LPXN LRP5 LRRC2 LSM14A LZTS2 MAEL MAML3 MAN2A2 MAP7 MAT2A MAX MBNL1 METTL8 MICU1 MIDEAS MKRN3 MORF4L2 MTHFD1 NAA50 NACA NEUROD2 NEUROD6 NMNAT2 NOLC1 NOTCH1 NPHS1 NPM1 NR1D1 NR5A1 NTN3 NUP62CL OBI1 OGN OPRD1 OSM OSR1 PA2G4 PABPC4 PCDHA10 PHF20 PLAG1 PMEL POC1B POGK POLR2H POLR3E PPM1A PPP1R9B PPP2R2B PPRC1 PRDM4 PRKCG PRKCH PRMT1 PRR7 PSME3 PSME3IP1 PTCH1 PTCHD4 PTK7 PTMA RAB30 RAB35 RAI14 RASGEF1B RBM26 RCL1 RCOR2 RLIM RNF128 RPS2 RSPO2 RSPRY1 RTN4RL2 RUNX2 SATB2 SCRT2 SEMA7A SEPTIN3 SERBP1 SGCD SLC12A4 SLC1A7 SMAD2 SMCR8 SOX10 SOX12 STAT3 SYBU SYNCRIP SYT6 TCF4 TENM1 TESK2 TFAP4 TGFB2 TGIF2 TIMM10 TIMM8A TIMP3 TMEM109 TMEM132E TMEM132E-DT TMEM156 TMEM59L TNFRSF21 TOGARAM1 TOP1 TOP3A TP53 TSC22D2 TXLNG TXNDC12 TYR TYRO3 TYRP1 UBE2B UBR4 UBXN10 UMPS URI1 USP15 USP34 USP36 UTP4 UVRAG VGF VNN1 WDR17 WFIKKN2 WRAP53 XPO1 ZC3H10 ZFP91 ZNF296 MYCMAX_03 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MYCMAX_03 ADAM12 ADAMTS3 ADSS2 AFF4 AKAP1 ALDH3B1 ALDH6A1 AMDHD2 AMMECR1L ANKHD1 ANKHD1-EIF4EBP3 ANKRD17 AP1S2 ARHGAP45 ARMT1 ARPC5 ASPHD1 ATF4 ATP6V1C1 B3GALT2 B3GNT9 BAX BMP6 BMP7 BOK BRD2 C1orf43 CACUL1 CBX5 CBX6 CBX8 CCAR1 CCDC191 CD164 CDC14A CDKN2C CEBPB CELF1 CELSR3 CHD4 CHST11 CIPC CITED2 CLIP2 CLUH COMMD3 COPZ1 CPT1A CREBRF CTSA CTSF CUL5 CUTA CYP2D6 DCTN4 DDX3X DENND6A DEPDC7 DIP2B DLX2 DNAAF6 DNMT3A DRD1 DUSP7 DYM EIF3A EIF4B EIF4E EIF4G1 ELAVL3 EME1 EPB41 EPC1 ESRP2 FBXL19 FBXL19-AS1 FKBP11 FMR1 FOXO3 GABARAP GADD45G GATA5 GGN GIGYF2 GJA1 GLB1L GNAS GPC3 GTF2A1 H3-3A HAPSTR1 HEXA HMOX1 HNRNPA1 HNRNPA3 HNRNPD HOXA1 HOXA11 HOXA7 HOXA9 HOXB4 HOXB5 HOXB7 HOXC5 HOXD10 HSP90B1 IGF2BP1 IGF2R ILF3 ILF3-DT IRF9 IRS4 KANSL1L KAT5 KAT6A KBTBD2 KCNH4 KCNK5 KDM6A KRTCAP2 LAMP1 LEF1 LIG3 LIN28A LONRF3 LRRC59 LYPD1 MANF MARCHF8 MAT2A MCM2 MEOX2 MGME1 MIA2 MICU1 MRPL27 MTFP1 NDUFA7 NEURL2 NEUROD1 NEUROD2 NFX1 NIT1 NPM1 NPTX1 NR0B2 NR1D1 NRIP3 NUP62CL OBI1 ODC1 OGDHL OLFM2 OPRD1 PABPC1 PABPC4 PAX6 PBRM1 PCDHA10 PCED1A PDIA2 PDP2 PER1 PFDN2 PHF20 PHF20L1 PICALM PKN1 PLAGL1 PLCG2 PLEKHA6 POU3F2 PPCS PPM1A PPRC1 PRDM4 PRKCG PRPS1 PSME3IP1 PTCH1 PTGES2 PTMA QTRT2 RAB30 RAB3IL1 RALYL RBBP4 RBM15B RELB REXO2 RGL1 RLF RMND1 RNF146 RPA1 RPL13A RPS28 RRAGB RSPRY1 SASH3 SCRT2 SCYL1 SEC23IP SEPTIN3 SHMT1 SHOC1 SIGMAR1 SIRT1 SLC17A9 SLC1A7 SLC38A2 SLC38A5 SLCO1C1 SMC3 SMYD4 SNCAIP SNX16 SNX5 SOCS5 SPINK5 SPNS1 SPPL3 SSR1 STMN1 SYNCRIP SYT3 SYT6 TAC1 TADA1 TAF6L TAOK2 TBC1D15 TEF TESK2 TFAP4 TGFB2 TGIF2 TIMM8A TMEM132E TMEM132E-DT TOM1 TOPORS TRIB1 TRIM37 TRMO TXNDC12 UBE2B UBE4B UBXN10 UBXN6 UCHL1 USP15 UTP14A UTY VPS16 VPS33A VPS37B XPO1 ZBTB8OS ZCCHC7 ZIC1 ZMYND12 ZNF318 ZNF503 MYCMAX_B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MYCMAX_B ABCE1 ABTB2 ACVR2A ACY1 AHCTF1 AJUBA AK3 ALDH1A2 ALOXE3 AMMECR1L ANAPC10 ANKMY2 ANKS1A ANKZF1 APLN ARF6 ARL3 ASCL1 ASCL2 ATG9A ATOSB ATPSCKMT BAP1 BCKDHA BCL11B BHLHE41 BZW2 C1orf21 CA10 CALM2 CALM3 CAMKV CATSPER2 CCER1 CCND1 CCT5 CDK16 CEBPA CEBPA-DT CELF4 CEP95 CNBP CPNE5 CRABP2 CREBZF CRK CRMP1 CTIF CXCL14 CYP2D6 DAZAP1 DAZL DBP DERL3 DIAPH1 DLGAP4 DLL4 DNAJC11 DYM EBAG9 EEF1B2 EGR3 EIF3B EIF5A ELAVL3 ELOVL6 ENPP6 EPHA2 EPS8 ETF1 EWSR1 EXOSC5 FAM117B FCHSD2 FGF14 FOXA2 FXR2 G6PC3 GFI1 GIT1 GRIN2B GTF2A1 H1-10 HENMT1 HMGA1 HNRNPD HNRNPDL HNRNPR HOXA9 HOXB9 HOXC4 HOXC5 HPCA HPCAL4 HS3ST3B1 HSF4 ID1 ILF3 ILF3-DT INSM1 IPO7 IRF2BPL IRX2 IRX2-DT ISL1 IVNS1ABP JPT1 KANSL3 KCNH2 KCNH4 KDM3A KICS2 KIT KLF10 KLF13 KLHL35 KPNB1 L1CAM LAMB1 LIPT2-AS1 LRFN5 LRP8 MARCKSL1 MEX3B MGME1 MICAL2 MMP11 MMP23A MMP23B MYO19 NADK2 NAT8L NCL NDUFS1 NEUROD1 NEUROG3 NFATC4 NKAPD1 NKX2-8 NPM1 NR1D1 NR2E1 NSF NSMF NSUN2 NTN3 NUTF2 OR2L13 OSBPL10 PABPC1 PAIP2 PARP6 PAX2 PCBP4 PCYT2 PDGFB PDIA2 PDP2 PER1 PES1 PFN1 PGRMC2 PHF7 PICALM PIGW PIH1D2 PIP4K2B PITPNA PITX3 PLCD1 PLXNC1 PPARGC1B PPP1R9B PRKAG2 PTCHD4 PTF1A PTK7 PTMA PTOV1 RAI14 RANBP1 RAPGEF6 RBBP7 RBM24 RCL1 RIMKLA RND3 RNF125 RNF146 RORC RPS19 RPS6KA3 RTBDN SALL1 SCML2 SCRT2 SDHB SDK1 SEC61A1 SEMA7A SERBP1 SERPINF1 SHKBP1 SIX1 SIX5 SLC1A1 SLC25A33 SLC25A5 SMAD7 SNAP25 SNRNP70 SNX5 SOCS3 SOX12 SOX4 SPAG9 SPG21 SPOP SRF ST3GAL2 STAG2 STARD13 STMN1 SUGP2 SUN2 SYT12 SYT7 TAF11 TAOK2 TBX2 TCOF1 TFAP2C TFAP4 TGIF1 TGIF2 TMEM132E TMEM132E-DT TMEM248 TMEM43 TMEM59L TNPO2 TOX2 TRIB1 TRIM8 TRMT2A TRPC4AP TSC22D4 TSEN2 TSHZ2 TXLNG UBE2D3 UBE2S UBXN10 VAPA VAX1 VEGFA WEE1 WNT1 WWC1 XRN2 XYLT2 YTHDF2 ZDHHC14 ZDHHC5 ZFP1 ZFP36L1 ZNF362 ZNF367 ZNF574 ZNF771 ZNF800 ZNRF2 MYC_Q2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MYC_Q2 ACAP3 ADK ADSS2 AGMAT AK2 AK3 ALDH18A1 ALDH3B1 ALX4 AMPD2 AP3M1 APOA5 ARHGAP20 ARL3 ATAD3A ATAD3B ATF7IP ATP5PB ATP6V0B ATXN7L2 B3GALT2 B3GALT6 B4GALT2 BATF2 BATF3 BCL9L BHLHE41 C2CD2L CA14 CACUL1 CBX5 CCDC6 CCER1 CDC14A CFAP57 CFL1 CGN CHD4 CHRM1 CIART CNNM1 CNST COL2A1 COMMD3 COPS7A CSDE1 CTBP2 CTSF DCHS1 DNTTIP2 E2F8 EBNA1BP2 EIF3A EIF4B EMC1 EPB41 ERCC6 ERLIN1 ESRRA ESYT1 FABP3 FADS3 FCHSD2 FGF6 FKBP11 FOSL1 FOXD3 FOXJ3 FXYD2 FXYD6 GPD1 GTF2H1 H3-3A HMGN2 HNRNPA1 HNRNPF HNRNPH3 HOXC11 HOXC12 HOXC13 HPCA HPCAL4 HPS5 IGSF22 IL15RA ILK IPO13 IPO7 IVNS1ABP KICS2 KMT2A KRTCAP2 LDHA LHX9 LIN28A LMX1A LRP8 LTBR MACROD1 MAEL METTL13 MICAL2 MRTO4 MYCL NAT10 NID1 NIT1 NKX2-3 NR0B2 NRAS NRIP3 NUDC OPRD1 PA2G4 PABPC4 PAX6 PFDN2 PFKFB3 PITX3 PLA2G4A PLBD1 PLEKHA6 POGK POLR2L POLR3A POU3F1 PPRC1 PSEN2 PTGES3 PTPRF RAB3IL1 RCOR2 REXO2 RFX5 RHEBL1 RLF RORC RPL22 RPUSD4 RRAGC RRP8 RTN4RL2 RUSC1 SC5D SCYL1 SERBP1 SFXN2 SHMT2 SIRT1 SLC16A1 SLC1A7 SLC25A33 SLC26A10P SLC43A1 SLC6A15 STMN1 SYT6 TAF6L TAGLN2 TDRD1 TESK2 TFB2M TGFB2 TIAL1 TIMM10 TMEM86A TRIM46 TSKU TSPAN4 TSSK3 TXNDC12 UBIAD1 UBR4 UBXN1 UBXN10 USP15 USP2 UVRAG VWA2 WDR77 WEE1 YBX1 YBX3 ZFP91 ZMYM6 ZNF593 ZZZ3 MYOD_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MYOD_01 AAK1 ABLIM3 ABTB3 ACAP1 AGAP3 AGO1 AK9 ALCAM ANKRD13B ANKRD2 AP1S2 AP5B1 APOBEC4 ARHGAP36 ARHGAP44 ARHGEF2 ARID5A ARL4A ARL5B ARRDC3 ATOH7 BACH1 BCL2L1 C1QC C6orf15 CA10 CA7 CACNA2D2 CACNB2 CALB1 CALN1 CALY CAMK2A CASKIN2 CAV3 CBFA2T2 CBX8 CCDC191 CCDC85B CCNJL CCNL2 CELA3A CELA3B CELF1 CEP41 CFL1 CHCHD3 CHD6 CHRNG CKM CLDN9 CLEC14A CNNM2 COL11A2 COL18A1 COQ10A CORO2A CPNE1 CRLF1 CRYZL1 CSMD3 CYP26A1 DARS1 DCAF1 DDAH2 DGKD DRP2 DSCAM DST EFNA1 EGLN1 EGR1 EIF4ENIF1 ELAPOR1 ELAVL4 ELF4 ELMO1 EML1 EPB41L4B EPHB6 ERBB3 ESRP2 ETV1 EXOC6 EXOSC3 FAM53C FAM98A FES FGF11 FGF9 FIG4 FNDC5 FRMD4A FRMPD1 FUT8 GABRA3 GABRQ GAL3ST3 GALNT17 GCK GCNT3 GDPD2 GNAS GNB3 GNG8 GPR162 GPR173 GPR37 GRID2 GRIK5 GSE1 H2AZ1 HBEGF HES6 HID1 HMGN2 HOXA10 HOXA6 HOXB7 HPSE2 HRH3 HTR2C HYAL2 HYCC1 IGF1 INVS ITGA3 ITGA6 ITSN1 JADE1 KAZALD1 KCNB1 KCNE5 KCNH5 KCNK16 KCNN2 KCNN3 KDM4C KIF9 KLF10 KLHL18 KTN1 LAMC2 LARP1B LINC01567 LINC01879 LNX2 LRRC8C LUC7L LUC7L3 LYPD1 LYSMD2 MEGF8 MFAP2 MGAT1 MINK1 MIR17HG MIR22HG MLLT6 MOSPD1 MPC2 MPPED2 MT3 MUSK MYCLP1 MYL6B NAA15 NAT9 NCDN NDNF NDUFA4L2 NDUFB8 NHLH1 NSG2 NTRK2 OMG PADI4 PAK2 PAX9 PCDH1 PCF11 PGF PHLDB3 PIM2 PLAGL2 PLXNC1 POFUT1 POLR1D POLR3GL PPARGC1A PRELP PRICKLE1 PRKCQ PRR11 PRR35 PSD PSIP1 PTK2B PTK7 PUM3 QTRT2 RAB26 RAC2 RANGAP1 RARA RBM3 RIMS2 RORA RTP1 RXRG SCG2 SCN5A SEC31B SEMA3F SERBP1 SGMS1 SHANK2 SHCBP1L SHISA7 SKA2 SLC5A3 SLC6A7 SORCS2 SOST SOX12 SPI1 SPINDOC SPOP SRPK1 ST3GAL5 STC2 STIM1 SYT2 SYT4 TAFAZZIN TCEAL7 TFAP4 TICAM1 TMEM150A TMEM17 TMEM69 TNFRSF21 TNFSF13 TNNT2 TOR1AIP1 TRIM37 TSEN54 TSPAN33 TUBA4A TUBA4B TXNDC12 UBE2D3 UBR3 UBXN10 UBXN4 UNC13B USP3 USP32P2 USP54 VKORC1L1 WBP2 WDR81 WFIKKN2 WNT6 WT1 WT1-AS WWC2-AS2 ZMYM4 ZRANB1 MYOD_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MYOD_Q6 ABL2 ACADSB ACTN3 ADAM11 ADAMTSL2 AGO1 AK9 ALG10 ALG6 ANK2 ANKHD1 ANKHD1-EIF4EBP3 ANKRD2 AP4S1 ARHGAP36 ARHGEF2 ARID5A ARL4A ARPP21 ASB14 ASB15 ATOH7 ATP1B1 B3GALT2 BCL9 BEST3 BEX2 C1orf210 C21orf62 C2CD2L C2orf27A CA7 CASKIN2 CASQ1 CCDC148 CCL20 CCNJL CCNL2 CDH1 CDK2AP2 CDON CELF1 CER1 CHCHD3 CHRNB1 CHRND CHRNG CKM COL4A3 COL4A4 CRAT CRELD1 CXCR5 CYP26A1 CYRIA DALRD3 DCLK2 DCT DEF6 DGKD DMPK DMXL1 DOK7 DPF3 DSCAM DSCAML1 EFNA1 ELAVL3 ELAVL4 ELOVL1 EMX1 EPDR1 ERBB3 ERBB4 ESRP2 EXOC6 FBLIM1 FBXO32 FBXW11 FEZF2 FGF17 FIG4 FNDC5 FOXI1 FRMD4A FSCN2 FUT8 GALNT2 GALR3 GATA2 GFRA1 GGN GHDC GK GMPR GNAS GOLPH3L GPR173 GRID2 GTDC1 GUCY1A1 H2AZ1 HDAC9 HES6 HEYL HMGA1 HR HS6ST3 HSD11B2 HTN1 HTR7 IGF2 IGF2-AS IGF2BP1 IKZF2 IKZF5 INHA INVS ITGA6 ITGB4 ITPR3 JADE1 JAZF1 JPT1 KAZALD1 KCNE5 KCNH2 KCNH5 KCNN3 KCNQ4 KMT2E KRT8 LARP1B LCN9 LIMA1 LIN28A LRAT LRRC8C LURAP1L MAGI1 MAMSTR MANEAL MAP3K13 MDGA1 MID1 MLLT6 MMP11 MTUS1 MYCL MYCLP1 MYLK2 MYOZ3 NAA15 NBL1 NCKIPSD NDUFAF3 NEB NEDD4L NHLH1 NKAIN2 NKAIN4 NKX6-2 NLK NOL4 NPEPPS NPPC NR2E1 NRF1 NSG2 OSR1 PAK3 PCDH1 PDGFB PHACTR3 PKP4 PLAGL2 PLCB1 POFUT1 POLD4 POLR3GL POU3F3 PPARGC1A PRKACA PRKAG2 PRKCG PROX1 PSMC3IP PSTPIP1 PTPA PTPRJ RASGRF2 RBM26 RBPJ RGS8 RHOBTB1 RIMS2 RIN1 RND1 RNF220 RUSC1-AS1 SCG2 SELL SEMA4C SHANK1 SHCBP1L SIPA1 SLC12A5 SLC26A10P SMARCA5 SOST SPI1 SPOP SPTB SREBF2 SSH2 ST3GAL5 STARD13 STK3 STRN3 STX4 SYNGR1 SYT4 TAB2 TAC4 TAGAP TBR1 TEC TECPR1 TGM1 TJP1 TLK2 TMEM109 TMEM35A TNFRSF21 TREX2 TRIM3 TRPV3 TSEN54 TTN TUFT1 UNC45B USF1 USP15 USP2 VKORC1L1 WNT6 WWC1 XIRP1 ZIC4 MYOD_Q6_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MYOD_Q6_01 ACAA2 ACAP1 ACOX3 ACTA1 ACTN3 AFF4 AGAP3 AGO1 AHI1 AKAP12 ALG10 ANKRD2 APBB1 APBB2 ARHGAP36 ARHGEF12 ARL4A ARL5B ARL8B ARRDC3 ASB2 ATP1B1 ATXN7L2 AXIN2 BCL6B BCL7A BDNF BMP1 BMP7 CA7 CACNA1H CADM1 CALB1 CAMK2A CASKIN2 CCDC85B CD47 CDC42SE1 CDH2 CDK5R2 CDYL2 CELA3A CELA3B CFL1 CHRND CKM CLC CLDN6 CLSTN2 COQ10A CORO2A CPNE1 CREBBP CSRNP1 CTR9 CYLD CYP1A1 CYP26A1 DALRD3 DCAF1 DCLK2 DCLRE1C DGKD DIDO1 DMD DNAJC11 DOCK6 DPCD DSCAM DST EGR2 ELAVL3 ELAVL4 ELMO1 EPHA2 ERBB3 ESCO1 ESRP2 FBRS FBXO32 FCMR FGF11 FHL3 FHOD1 FMNL1 FOXP4 FSCN2 FZD5 GADD45G GARRE1 GGN GIT1 GNAS GNB3 GPD1L GPR162 GPR37 GRB2 GRIK3 GRIN1 GSK3B HBEGF HID1 HMBOX1 HMGA1 HMGN2 HOXC12 HRH3 HYAL2 HYCC1 IGF2 IGF2-AS IGF2BP1 IKZF2 IMPDH1 INTS9 IRX5 IRX6 ITGA11 ITGA6 ITPR2 JAZF1 JMJD1C JPT1 JSRP1 KCNA4 KCND3 KCNH2 KCNIP2 KCNJ2 KCNK12 KCNQ4 KIF5B KIF9 KLHL18 KRT8 LBX1 LDB3 LEF1 LNX2 MBD6 MDGA1 MIR22HG MLLT11 MT3 MTX1 MXRA8 MYCL MYCLP1 MYL6B NAA15 NADK2 NCKAP5 NDRG4 NDUFAF3 NEURL1 NFATC4 NHLH1 NHSL2 NKAIN4 NOL4L NR4A1 NUDT21 PACSIN3 PAFAH1B1 PARP8 PCGF1 PITX3 PKN1 PLAGL2 PLEC POFUT1 POLL POLR1D POLR3GL POU4F3 PPARA PPIF PPP2R2B PRDM16 PRKAG1 PRPF38B PRPH PRSS12 PSD PSIP1 RAB26 RCAN2 REL RELCH RNF128 RNF213 RORC RRAGC RUNX1 RUNX1T1 SCG2 SELL SEMA3F SERBP1 SEZ6 SFTPC SGIP1 SH3GLB2 SHKBP1 SIM2 SIPA1 SLC17A3 SLC24A3 SLC39A5 SLC44A1 SMAD3 SMTNL2 SORCS2 SOST SP6 SPACA6 SPAG9 SPCS1 SPEG SPOP SPTAN1 SRRM3 STMN1 TACR1 TAFAZZIN TBR1 TCEAL7 TFAP2C TFAP4 THBS3 TMEM165 TMEM255A TMEM88 TREX2 TRPV3 TSC22D4 TSEN54 TUBA4A UBE2E1 UBTF USO1 USP32P2 USP49 VDR VGF VPS13A WDR20 WDR81 WDTC1 WNT2B WNT6 YARS1 ZC2HC1C ZFYVE9 ZIC4 ZMAT3 ZNF710 MYOGENIN_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MYOGENIN_Q6 AARSD1 ABTB3 ADAM11 ADAMTS8 AGO1 ALDH1A2 ALG10 ALG6 ANKRD1 ANKRD2 AP5M1 AQP5 ARHGAP33 ARID1A ARV1 ATOH8 ATP1B1 ATP5F1B ATP6V0C AXL BCAS3 BEST3 BMPR2 BNIP3 C11orf87 C1QA C2orf27A CA7 CABP1 CACNB1 CADM1 CASQ1 CCDC177 CCDC85B CCNL2 CD247 CDH3 CDH5 CDKN2C CDON CHRNE CIC CLC CNP COL1A1 COL2A1 COL4A3 COL4A4 CREBL2 CRIP2 CYLD CYP26A1 CYRIA DAAM1 DBP DCT DDAH1 DDHD1 DDIT4 DES DGKZ DLL4 DMPK DNHD1 DOCK9 DPF3 DTNB EDC4 EFNA4 EIF4G2 ELAVL3 ELK3 EMSY EMX1 ENKD1 ENO3 EPB41L5 EPHA2 EPHB2 EPN2 ERF ERH ESCO1 ETFB EXOC5 FAM98A FBLIM1 FBXL20 FGR FITM1 FLRT1 FMNL1 FSCN2 FXYD1 GARRE1 GFRA1 GGN GGNBP2 GJA5 GNB3 GNG8 GPA33 GPR162 GPR37L1 GRIK3 HEYL HID1 HMGA2 HMGN2 HOXB1 HRC HSD11B2 HTN1 IFT20 IGF2BP1 IGSF3 IGSF8 INHA IQCD ITGA6 ITSN2 JUP KAZALD1 KCNA2 KCNIP2 KCNIP3 KCNQ1DN KCNQ4 KRT15 KRT75 LDB3 LMOD1 LOXL4 LRATD1 LRP10 LRP5 MACROD1 MAMSTR MANEAL MAP1A MAST1 MBD6 MCMBP MFSD13A MYF5 NBL1 NDUFA4L2 NEDD4L NEGR1 NKX6-2 NOL4 NOL9 OLFM2 OSR1 P3H3 PAK6 PARD3B PAX2 PCF11 PCGF5 PICALM PIP4K2A PKN1 PLEKHA4 PODN POLR3GL POU3F3 PRKACA PSMC3IP PSTPIP1 PTPRJ RAB35 RAPGEF3 RARA RHOD RNF152 RNF19B RNF213 RNF220 RPLP1 RRAD RRAGC RTKN RUNDC1 RUNX3 RUSC1-AS1 S100A8 SCNN1G SELPLG SEPTIN10 SERTM1 SEZ6 SGIP1 SH3BGRL3 SHCBP1L SIPA1 SLC26A10P SLC30A10 SLC30A3 SLC35F2 SLC37A4 SLC39A9 SMAP2 SMOC1 SORCS1 SORT1 SOST SOWAHC SPACA6 SPI1 SPTB SRCIN1 ST3GAL5 STAT5A STIM1 STK40 SUMO2 SV2B SYNE3 SYNPO2L SYT17 SYT4 SYT6 TAS1R1 TBX10 TEAD4 TGFB3 TGIF1 TIGAR TJP1 TMEM125 TNFAIP1 TNFAIP8L1 TNNT3 TPCN1 TRIM62 TRIM8 TRPV3 TTC13 TUBB4A TUFT1 UACA UBTF UNC45B VAMP2 VEZF1 VWA1 WDR25 WDTC1 WFIKKN2 WNT10B XYLT1 ZBTB16 ZBTB18 ZBTB25 ZCCHC24 ZFP36L1 ZFP91 ZFYVE9 MYOGNF1_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MYOGNF1_01 ACACA APLN B2M BCL11A BMF BRSK1 CCN3 DNAJB4 EMP1 EPHA7 ESM1 FBLN2 FBRS FER1L6-AS1 FGF4 FOXI2 GBA2 GNGT2 GPR119 HOXA3 HOXA6 HOXB6 HOXD3 IER5L IGSF22 IKZF2 IL13RA1 IL1RAPL1 ITGB8 KLF7 KMT2E LMO3 MTSS1 MYCL MYLK NEUROD2 NFIA NSD1 PGF PPM1L PTCHD1 ROCK2 SEZ6 STRIP1 TFAP2A TGM4 TUSC2 ZNF593 MZF1_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MZF1_01 ACOT8 ADAMTS12 ADD3 ADNP AGO1 AGPAT4 AMD1 ANK2 AP3S1 APOBR ARF3 ARHGAP44 ARHGAP45 ARHGAP5 ARID1A ATG12 ATL2 BCL11A BCL11B BCL6B BHLHE22 BLVRB BOLL BRD2 BRD4 C1orf122 C1orf43 C6orf136 CACNA1D CACNA2D3 CBX6 CCN2 CCNYL1 CCR9 CDK12 CDK8 CLIC1 CLIP3 CNTN2 COX14 CPNE8 CXCL14 DCHS1 DCN DLX1 DNMT3B DSG3 E2F4 EFNA4 EIF4G1 EIF4G2 EIF5A EN1 ENTPD1 EXOC3L1 FAM20C FARP1 FBRS FBXL20 FES FGF11 FKBP11 FLI1 FLT1 FOXA2 FUT8 GABBR1 GABPB2 GAD1 GAL3ST4 GATA6 GNB4 GRK6 GRM7 GSK3B H3-3B HDDC3 HHATL HMGA1 HNRNPA3 HNRNPR HOXA1 HOXA4 HOXB13 HOXB4 HOXB8 HOXC11 HOXC4 HPCAL4 HR IGFALS IGFBP5 IL21R INHBE INKA1 IRF9 ITGA3 ITGA5 ITGB6 JADE2 KANSL3 KCNN3 KIF3C KLF3 KLF3-AS1 KLHDC3 KMT2E KNTC1 KRT13 KRTCAP2 LENEP LIF LIX1L LRP1 LRP2 LYPD1 MAP1B MAP1LC3A MAP3K5 MEA1 MEIS2 MEX3B MGAT3 MGLL MIR22HG MLLT10 MN1 MPC2 MRPL14 MSI1 MTF2 MTX1 MXI1 NAA15 NAT14 NCDN NDRG2 NF1 NFIX NIPBL NLGN2 NR1H3 NRIP3 NSUN4 NTRK3 NXPH1 OAZ2 ONECUT1 OSBPL7 OTX2 PADI1 PAFAH1B1 PATZ1 PBX1 PBX2 PCBP4 PCDH11X PCDH11Y PGF PHF12 PIP4K2B PITPNM1 PLEKHA4 PPP2R2B PPP2R2C PRDM5 PRELP PRKAG1 PRKCG PRRX1 PTMS PTPRN RAB30 RAB35 RASGRP2 RBM3 RCOR2 RNF145 RNF213 RPRD2 RRP36 RSRC2 RTN2 RTN3 SALL1 SAMD1 SANBR SCN3B SEMA6A SEPTIN1 SGIP1 SHANK1 SIX2 SIX4 SIX5 SKIDA1 SLITRK3 SMARCA5 SOD3 SP6 SPTB SPTBN4 SRCIN1 SRSF2 ST3GAL3 SULF1 SYNGR1 SYT6 SYVN1 TAF8 TBX6 TCF21 TGM6 THBS3 TMEM119 TMEM134 TOB1 TOR1AIP2 TRIM46 TSSK3 TUG1 UBE2K UBE2Z USP54 WDPCP WDR81 WNT3 WNT4 WT1-AS XPO1 XYLT2 YBX3 YRDC ZDHHC14 ZEB1 ZHX2 ZNF385A ZNF502 ZNF532 ZSWIM3 MZF1_02 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MZF1_02 AAMP ADAMTSL1 ALDH4A1 ANKS1B ARHGAP1 ARID1A ARMCX3 ASXL1 ATP1A2 ATXN7L2 BAHD1 BAIAP2L2 BCL11B BCL9L BRSK1 C1orf21 C6orf62 CAMTA2 CASKIN2 CBX3 CBX6 CCDC24 CDK12 CDK13 CDX1 CGGBP1 CHCHD7 CHD2 CHRDL1 CLDN15 CLDN6 COLCA1 CSDE1 CXCL14 CYP1A1 DHX40 DNMT3A EFNA1 EGR3 EHBP1 EHF EIF3K ELAVL2 ELAVL4 ELF4 ELOC ENSA EVA1B EWSR1 EYA1 FAM117A FAM117B FBRS FBXO24 FEZF2 FGF5 FOXL2 FOXP1 FRMD6 FYN G3BP2 GABRA3 GART GDPD2 GGN GGNBP2 GPC6 GPR162 GRIN2D GRK5 H1-0 H3-3B HBP1 HIC2 HMBOX1 HMX1 HNF1A HNF1B HNRNPA2B1 HOXA10 HOXB7 HOXB8 HOXC11 HOXC4 HR HSD11B1 IGF1R IGF2BP1 IGF2BP3 INTS9 JADE2 JAKMIP2 KCNIP2 KCNS3 KLF12 KLF6 KLK13 KMT2E LCOR LHX4 LHX6 LHX9 LIN28A LRCH4 LRRC41 LRRC8A LRRTM1 LRRTM4 LYPLA2 MAML2 MAP4K1 MECOM MED13 MEIS2 MIR22HG MLLT10 MLLT6 MMP1 MRC2 MRPL14 MRPS18B MSI2 MTA2 NAGS NCOA6 NEUROD2 NF1 NFATC4 NFIX NFYC NKX2-1 NLGN2 NLK NOL4 NOS1 NTRK3 OGA ORC4 OTUB1 OTX1 OXCT1 P4HA1 PAFAH1B1 PARP8 PATL1 PAX2 PCBP4 PCF11 PHF12 PHLDB3 PHYHIP PIK3AP1 PLAG1 PLPP3 PNKD POLD4 PPP1R10 PPP1R12A PRDM10 PRRC2A PRRG2 PTCH1 PTCHD1 PTGR3 PTMA PTPRF RAP2C RASGRP2 RCOR2 REL RFX5 RHBDD3 ROR1 RUNX3 SALL1 SEMA3F SEMA4C SERPINB2 SKIDA1 SLC22A17 SLC25A12 SLC4A2 SLC6A12 SON SOX30 SP4 SSBP3 SSTR3 STC2 STX16 SUPT16H SYT7 TAB2 TAOK2 TBCC TCEAL7 TCF7L2 TFAP2D TFDP2 TFE3 TGFB1 THPO TLE3 TLX1 TMEM256 TMEM88 TNPO2 TP53 TPT1 TRERF1 TSEN54 UBE2K UBE4B UNC80 UQCRH USP54 UTP18 VAMP1 VASP VAT1 VAX1 WBP4 WDR81 WRAP53 XPO1 XPR1 YWHAE ZBTB26 ZBTB9 ZEB1 ZMYND8 ZNF24 ZNF408 ZNF462 ZNF532 ZNF644 NCX_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NCX_01 A2M ABHD17B AHNAK ANK2 ANKRD28 APPBP2 ARHGAP6 ASCL3 ATP1A3 ATP8B4 BCOR BDNF BMP5 BMX CA10 CACNA2D2 CADM1 CCDC140 CCDC6 CDC14A CDH6 CDX2 CELA1 CHCHD7 CIDEB CLDN17 CNOT1 CTCF DCDC1 DCX DHX38 DLG2 DNAJC7 DUSP14 DUSP2 DYNLL1 ELAVL2 ELAVL4 EMC9 EMX2 EOMES ERG ERLIN2 ESR1 ETV1 ETV6 EVX1 FAM53C FEZF2 FIBIN FOXD3 GAP43 GATA4 GNAS GNG4 GPC3 HAPLN1 HBP1 HNF1A HOXA4 HOXC11 HOXC4 HOXC6 HOXD3 IL13RA1 IMMP2L ING3 IP6K2 ISL1 ITGA3 JADE1 JADE2 JAML KCND2 KLF12 KLF4 KMT2E LCE1F LMO1 LMO3 LPAR4 LRRC8A LTB4R2 MAP4 MAP4K4 MEIOB MEPCE MINDY2 MINK1 MMP14 MORF4L2 MOV10 MSRB3 NEUROD6 NKIRAS2 NOS1 NR2F1 NRAP NRAS NRXN1 NUFIP2 NUP153 NXF1 OTX2 P2RY6 PAK1IP1 PAN2 PAX1 PAX3 PCDH9 PDZD2 PDZRN4 PEG3 PHF12 PHOX2B PITPNM2 PKHD1 PLAG1 PLAGL1 PLXNC1 PPP1R16A PPP4R3B PRKAB1 PRKACA PTCH2 PTCHD4 PTK2B PTPN4 RAB35 RAB39A RBM4 RFX3 RNF11 RNF186 RNF43 ROBO3 RPL4 RPP21 RPP25 RUNX1 SAV1 SDK2 SEMA5B SEPTIN9 SESN3 SETD2 SH3BGRL2 SLAIN1 SLC1A7 SLC24A4 SLC6A14 SNCAIP SP7 SPIC SPTLC2 SREK1 SSR1 SYNRG TBR1 TFIP11 THRA TNPO3 TPI1P2 TRIM62 TRPV6 TUT1 TXNL4B UBE2K UBR5 USPL1 WDPCP WNT11 WNT5A ZCWPW1 ZIM2 ZNF532 NERF_Q2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NERF_Q2 AAMDC ACTR3 ADAMTS4 ADAMTSL3 AGL AGPAT1 ARAP1 ARAP3 ARHGAP20 ARHGAP30 ARHGAP8 ARHGDIB ARL4C ARRB2 ATOH8 ATOSB ATP1A1 ATP5PD BAHD1 BAZ2A BCOR BMP4 C1QTNF6 C1orf122 C2orf42 CALM2 CAMK1D CAP1 CAPZA1 CCDC85B CCR10 CD40LG CD79A CD79B CDCA3 CDK5 CHD2 CIDEC CLIC1 CLVS1 CNNM1 CNOT11 CNPY2 CNTNAP1 COLQ CORO1A CPNE8 CPXM1 CREB3 CREBZF DDIT3 DEF6 DIABLO DOK1 DPP3 DPP8 EBAG9 EDEM3 EFHB EFNA1 EGFLAM EGR3 EIF3K ELK3 ELOVL5 EML3 EMSY ERG EXTL2 FAAP100 FAM110A FASTKD5 FBLIM1 FBRS FBXO36 FCER1G FCGR2B FCGR2C FGFR2 FGR FHIP1B FKBP10 FLT1 FOSL1 FOXRED1 FURIN FXYD5 GBF1 GGNBP2 GGT7 GMFB GNRHR2 GOLGA7 GPR107 GPR132 GPR162 GPR25 GRM3 GSDMA GSKIP HBEGF HCLS1 HIC1 HMGA1 HMGN2 HOXB9 HOXC4 HYAL2 IKBKB IL11RA ITPKB ITPR3 IWS1 JAG1 JPT1 JUNB KCND1 KDF1 KLF13 LANCL1 LAT LAYN LIMD2 LLGL2 LOXL3 LRRC41 LRRFIP2 LSAMP LST1 LYL1 LYN LYPLA2 MAP2K6 MAP4K1 MAPK3 MCTS1 MDFI MID1 MIDEAS MIR137HG MMRN2 MPL MSANTD2 MTF2 MYO19 NAT8L NCLN NCS1 NDUFS2 NFATC3 NFIA NHSL2 NIPAL2 NLK NPY NRP1 NRXN3 NTRK3 NUFIP2 OLFML2A OMA1 P3H4 PAK3 PAX6 PCDH7 PEX11B PEX16 PIGW PIK3CG PITX2 PLCB2 POLD4 POU4F3 POU6F2 PPP1R9B PTPN6 PTPRN RANBP1 RASA1 RASAL1 RBBP7 RBMS2 RFTN2 RGS3 RHOV RMC1 RO60 ROBO4 ROM1 RPS3 RPS6KA4 RSF1 SALL1 SARAF SDCCAG8 SECISBP2 SEMA4C SH2D2A SH3TC1 SH3TC2 SHC3 SHROOM1 SKAP1 SLC30A7 SLC43A1 SLC4A2 SLCO2B1 SLITRK6 SLX4 SNCG SORBS1 SPEG SPIB SPRED2 SRPRA ST13P4 ST7L STARD13 STARD8 STAT5A STAT5B SYNC TCF12 TFRC TGIF2 TLN1 TNFAIP8L2 TNFRSF6B TNS2 TOPORS TPP2 TRAPPC3 TRMT2A TRO TUSC3 TWIST1 UBE2L3 UBTF UCHL5 UQCRH USP5 VCL VPS45 WDFY4 XKR8 YRDC ZBTB7B ZFPM1 ZHX2 ZMAT3 ZMYND8 ZNF23 ZNF276 ZNF768 ZNF800 NF1_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NF1_Q6 AAK1 ABHD17B ACTG2 ACVR1 ADAMTSL1 ADORA1 AFF4 AGR2 ALDH3B1 ALDOC ALK ANGPT1 ANKRD28 ANKRD39 AP3S1 APLN ARCN1 ASCL2 ASPN ATG12 ATP11C ATP8B3 B2M B3GALT2 BAHD1 BCL11A BDNF BMP6 BPIFA2 BTBD3 C10orf71 C9orf85 CACNA1C CACNB1 CACNB3 CALM1 CALM2 CAMP CAMTA2 CBFA2T2 CCDC140 CCN1 CCN5 CD63 CFI CHGA CHMP2B CHRD CIPC CITED2 CITED4 CLDN10 CLEC3A CLSTN3 COL11A2 CSRNP1 CYB5R3 DCT DDIT4L DLG3 DLX3 DUSP10 EBF2 EFCAB3 EFNB1 EIF4EBP3 ENO3 EPHB2 ERF ETV4 EXOC6 EXOSC2 EXTL3 FAM193B FERD3L FGF11 FGF17 FGF4 GARIN1B GBA2 GCM1 GDPD2 GDPD5 GJA3 GOT1 GPR173 GSE1 H1-0 HBP1 HEY1 HIP1 HIPK1 HMGA2 HMGN2 HOXA9 HOXC4 IFNK IGSF8 IL11RA IMMP2L IRF2BPL IRS4 JAZF1 JPH4 JUP KATNAL2 KCNH2 KLF13 KLHDC7A KLHDC8B KLHL2 KMT2E KRT4 KRTCAP2 LAMB2 LAMB3 LGR6 LINC00474 LINC01931 LOXL1 LPCAT3 LRRC59 LRRTM1 MACIR MAGEL2 MAN2A1 MBNL1 MBNL2 MCAM MDGA2 MEF2C METTL26 MFN1 MGAT4A MGST1 MID1 MIR22HG MNT MOV10 MPP2 MTSS1 MTX1 MYCL MYLK2 NAV2 NFATC3 NFIA NFKBIA NKX2-2 NLGN3 NOL4 NOX3 NRXN2 NTNG2 NTRK3 NUDCD1 ORMDL3 OSBPL7 OVOL2 PAG1 PATL1 PAX3 PCDHGC3 PDZRN4 PGF PIPOX PLAAT1 PNKP PPM1D PRKAR2A PTGDS PTH1R PTPN21 RALGPS2 RANBP1 RAPGEF5 RARB RBBP4 RBFOX2 RBP2 RBP5 RCOR2 REM2 RERE RETNLB RMND5A RNF25 RPE65 RPS6KA5 RRAS RSKR RUNX1 RUSC1-AS1 SALL1 SAMD12 SAMM50 SCUBE2 SEMA3C SEMA4C SESN2 SESN3 SETD7 SIK1 SIX5 SLC15A2 SLC24A4 SLC26A7 SLC2A4 SLC35G2 SLC38A3 SLC4A10 SLCO2A1 SLITRK6 SNX15 SOAT1 SOBP SOX2 SOX4 SP7 SRGAP2 SSBP2 STAG1 STARD3 STAT3 STC1 STK36 STMN4 STON2 SUPT3H SYT8 SYT9 SYTL2 TANK TARBP2 TEK TGIF2 THBS3 TLX3 TMEM126B TMEM192 TMEM229B TNNI1 TNXB TP63 TREX2 TRIM46 TRMT2A TUFT1 TXLNGY TYR VCAM1 VEGFD WBP1L WDPCP WDR31 WDR81 WNT16 XPR1 YBX1 ZBTB5 ZBTB8OS ZCCHC3 ZMYM2 ZNF148 ZNF384 ZNF423 ZNF436 ZNF436-AS1 ZNF462 ZNF768 NF1_Q6_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NF1_Q6_01 AAK1 ABHD17B ACVR1 ADAMTSL1 AFF4 ALDOC ALK ANKRD28 ANP32A APLN ARCN1 ARL4D ASPN ATF4 ATP6V1A ATP8B3 B2M B3GALT2 BAHD1 BBOX1 BCAR3 BCL9 BMP6 C10orf82 C4orf33 C9orf85 CACNA1C CACNA2D1 CACNB1 CBFA2T2 CCDC140 CD82 CDH10 CFI CHGA CHMP2B CIPC CITED2 CLCN2 CLDN10 CLEC3A CNOT7 CNTNAP4 COL11A2 COPG2 CROT CSDE1 CSRNP1 CYP1A2 CYP26B1 DCT DDIT4L DLX3 DNAH11 DNAJB4 DUSP10 DUSP14 EBF2 EFNB1 EIF2A EIF4EBP3 EIF4G2 ENPP1 ENSG00000204117 EP300 EPHB2 EXOC6 EXTL3 FAM193A FAM193B FBLIM1 FBXL20 FGF11 FGF4 FHOD1 GABBR2 GARIN1B GCM1 GDPD2 GJA3 GLS GPD1 GPR158 GPR173 GSX1 H1-0 H1-10 H3-3B HBP1 HIP1 HIPK1 HMGN2 HOXA6 HOXB5 IGSF8 IL2RA IRS4 ITGB8 JAZF1 JDP2 JPH1 JPH4 JUP KATNAL2 KCNH2 KIRREL2 KLF13 KLHDC7A KLHDC8B KLHL2 KMT2E KRT4 KRTCAP2 LAMB2 LGALS9 LGR6 LINC00474 LMNA LOX LOXL1 LPCAT3 LRRC59 LRRTM1 MAP4K5 MBNL1 MBNL2 MCAM MDGA2 MGAT4A MGST1 MID1 MIR22HG MORN4 MOV10 MPP2 MRTFA MSTN MTSS1 MYCL MYLK2 NAA50 NACA NAV2 NCALD NCKAP5 NDUFS2 NFATC3 NFIA NFKBIA NLGN3 NOL4 NOSTRIN NOX3 NR1H3 NRXN2 NTNG2 NUDCD1 ORMDL3 OVOL2 PAG1 PATL1 PAX3 PCDHGC3 PDZRN4 PGF PIPOX POLR2H POSTN PPM1D PPP2CA PROP1 PRSS36 PTGDS PTH1R PTMA RAB30 RALGPS2 RAPGEF5 RARB RASGRP2 RBFOX2 RBP2 REG3G REM2 RETNLB RHOJ RHOQ RNF25 RNF41 RPE65 RRAS RUNX1 RUSC1-AS1 SALL1 SAMD12 SCLT1 SCUBE2 SEMA4C SERP1 SESN3 SETD7 SFRP2 SIK1 SLC15A2 SLC24A4 SLC26A7 SLC2A12 SLC2A4 SLC35G2 SLC9A5 SLCO2A1 SLITRK6 SMAD6 SMARCA1 SMTNL2 SOAT1 SOBP SOX14 SOX2 SOX4 SP7 SPINK5 SPRY1 ST6GALNAC5 STARD3 STAT3 STAT5B STK36 STMN4 STON1-GTF2A1L STON2 SULT2A1 SV2A SYT8 SYT9 SYTL2 TANK TAOK2 TEK TGIF2 TLK2 TLX3 TMEM126B TMEM192 TMEM229B TMEM35A TP53TG1 TRERF1 TREX2 TRIM46 TSLP TUG1 TXLNGY TYR UBE2D3 VCPKMT VEGFD VPS37A VWA1 WDPCP WDR81 WNT16 XPR1 YARS1 YBX1 ZBTB5 ZCCHC3 ZIC5 ZNF148 ZNF384 ZNF436 ZNF436-AS1 ZNF687 ZNF710 ZNF768 ZSWIM8 NFAT_Q4_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NFAT_Q4_01 ABI3 ABLIM2 ABRAXAS2 ACER1 AKR1B1 AMOTL1 ANKRD28 ANP32A ANP32E APOBEC2 ARL6IP5 ARRDC3 ATP1B3 AUTS2 B4GALT5 BHLHE40 BICDL1 BNC2 BRINP3 C12orf50 C1QL1 CADM2 CALN1 CASK CAVIN1 CCDC140 CCDC91 CCL5 CD72 CHRDL1 CNIH2 CNTFR CREB5 CTDSP1 CTSK CUEDC1 CYP2D6 DDX3X DEF6 DHRS3 DICER1 DPF2 DTX3 E2F3 EBF1 ECEL1 EHBP1 ELK3 EOMES EPYC ETV1 EXD2 EXT1 FCRL2 FDX1 FEZF2 FGF14 FHL5 FLI1 FLOT1 FOS FOXO4 FOXP1 FOXP2 FXYD2 GAS7 GATA4 GFI1 GNGT2 GPC3 GPR107 GRK2 GSN GSTA4 GTF2E1 HMGN3 HNRNPC HNRNPH3 HOXA3 HOXB2 HOXB4 HOXD10 HS6ST3 HSPG2 HTR3B ICAM1 ID3 IER3 IFT20 IGFBP3 IGFBP5 IL13 IL1RAPL1 IL2 IL4 ISYNA1 JARID2 JPT2 KCNE2 KCNJ5 KCNJ8 KCNQ5 KIRREL2 KIRREL3 KIRREL3-AS3 KLF13 KLF5 KLHL4 KMT2C KRT14 KRT8P41 LIMK2 LIMS1 LTC4S LUZP1 MAN1A1 MAP2K3 MAP4K4 MAPK4 MAST2 MBNL2 MDH1 MIER3 MIR22HG MITD1 MITF MRGPRF MRPL30 MRPL45 NDP NDRG2 NEDD4L NFAT5 NFIL3 NFKBID NKRF NOTUM NR3C2 NR4A2 NR4A3 NR5A2 NREP NRIP2 NRN1L OGT ORAI3 ORMDL3 OTUD7B OVOL2 PACSIN2 PAK1IP1 PAK3 PAX3 PBX4 PCDH10 PCDH17 PDE3B PDZRN4 PHF6 PHKA1 PHOX2B PITX2 PKP3 PLAGL2 PLOD2 PLPPR1 POFUT1 PPAN PPM1D PPM1K PPP2R3A PPP4R4 PRDM1 PROK2 PRPF38B PRRG4 PSMA1 PTGES PTHLH PTPRZ1 RABL6 RAPGEF6 RASGEF1A RASGRP4 RGS3 RHOA RND2 RNF128 RNF220 RORC RUSC1-AS1 SCAMP1 SCRN3 SDCBP SEMA3A SERPINB7 SGCD SH3RF1 SHOX2 SLA SLC16A6 SLC4A2 SLC5A3 SLC6A5 SLITRK1 SLITRK3 SMPD3 SNAP25 SNX25 SORBS3 SOX3 SOX5 SOX9 SPAG17 SREK1 SRPK2 ST8SIA1 STAG1 STC1 STC2 STIP1 STOML2 SYT4 TAGAP TBX4 TCTA TEAD1 TFAP4 TFDP2 TIAM1 TJP2 TMEM108 TMEM54 TNFAIP1 TOB2 TPM3 TRERF1 TRIM63 TRPS1 TSHZ3 TTLL6 TYR UBE2Z UBR5 USP12 USP2 UTP18 UXS1 VAMP8 VAX1 VIT VN1R3 WDR81 WFIKKN2 XPO1 ZBTB10 ZBTB2 ZBTB5 ZFHX3 ZHX2 ZIC4 ZMYND8 ZNF143 ZNF503 ZNF675 ZNF710 ZNF768 ZNF800 NFAT_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NFAT_Q6 ACVR1 ADAMTS17 AGTR2 ANKRD17 ANKRD28 ANP32E APOLD1 ARAF ARF6 ARHGAP5 ARHGAP6 ARL5B ATG2B BAHD1 BMP5 BNC2 BRINP3 C3orf14 CABP2 CAPG CAPN6 CCDC140 CCDC6 CCN4 CD274 CD84 CDC42SE1 CDK11A CDK11B CFL2 CGRRF1 CLVS1 CNIH2 CNOT1 CNTFR COL16A1 COL25A1 COL3A1 COL8A1 COMMD10 CPEB4 CPNE1 CPO CREB5 CRY1 CTNND1 CXCR5 DDR2 DIPK2B DLL4 DTX3 EDN1 EGFLAM ELF5 ELK3 EMP1 ENOX1 EPHA2 ERG ESRRB ETV5 EXD2 EXOSC9 FAM43B FAP FBXL20 FEZF2 FGFBP2 FJX1 FLT4 FOXB1 FOXP1 FOXP2 FOXP3 FRS3 GADD45G GATA4 GHR GNAO1 GPX1 GRHL3 GRK2 GSK3B GTF2E1 HAPLN1 HOXA2 HOXB3 HOXB4 HOXC4 HSD3B7 HSPG2 ID2 IFNB1 IFT20 IGFBP3 IKZF2 IL2 IL4 INPP5E INPP5F IP6K2 IRF1 IRF4 JAML JARID2 JDP2 KIF3C KLF13 KLHL24 KLHL3 KMT2A LASP1 LGALS1 LIF LIMS1 LINC01138 LRATD2 MAGED1 MAP4K4 MARCHF1 MARCKS MAST2 MBOAT7 MITF MLLT11 MRGPRF MRPL45 MSL3 MTF2 MTIF2 NAPG NBEA NDRG2 NECTIN1 NFATC4 NKRF NMD3 NOTUM NR2F2 NR3C2 NRK NTM-AS1 NTN5 OR1E2 ORMDL3 P2RY1 PAK1IP1 PAK5 PARP8 PAX3 PCBP2 PCDH10 PCDH12 PCDHA13 PDE4D PDGFB PER2 PHF6 PHOX2B PIK3CD PIP4P2 PITX2 PLAC1 PLOD2 POU3F3 POU4F2 PREX2 PRICKLE4 PRRG4 PRSS45P PTGER1 PTOV1 RAB6A RASL11A RASL12 RBM14 RBMS3 RBMXL2 RHOA RNF128 RNF182 S100PBP SAFB SGO1 SH3RF1 SHOX2 SLC26A7 SLC6A12 SLITRK1 SLITRK2 SNCAIP SNX2 SOX10 SOX21 SOX3 SOX5 SP3 SPAG17 SPARCL1 SPINK5 SREK1 SRSF1 SSBP3 SULF1 TAB3 TACC2 TBX4 TCTA TEAD1 TEC TEK TFAP2D TFDP2 TGFB1 TGFB3 TIAL1 TIGD2 TLL1 TMEM38A TMEM54 TMEM88 TNFAIP1 TNFRSF1A TNXB TRIM47 TRPM3 TRPS1 TSEN34 UBR5 UQCRFS1 USP2 UXS1 VAMP8 WBP2NL WDR47 XK ZBTB18 ZBTB32 ZBTB5 ZFAND3 ZFHX3 ZHX2 ZIC1 ZIC4 ZMYND8 ZNF143 ZNF362 ZNF516-DT ZNF644 ZNF654 NFE2_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NFE2_01 ABCA2 ABCB6 ABCD1 ABCF3 ABHD4 ADRA1A AKT1S1 AKT3 ALDOA ALS2CL AMBN ANGPT1 ANGPTL4 ANKRD22 ANXA7 ARHGAP8 ASS1 ATL1 ATXN7L2 BACH1 BAG2 BAZ2A BCL3 BCL7A BLMH BNIP3 BTK C11orf87 C1QTNF8 C2orf27A CA7 CALB2 CAPN12 CAPN6 CCT6B CDK9 CDKN1A CHN2 CHRNA2 CLASP1 CLC CLCN5 CLIC1 CLSTN3 CMAS CNTD1 COA3 COBL COL15A1 COL5A3 CPA6 CPNE8 CST7 CYTOR DCTN2 DDX17 DIAPH1 DOC2A DPH1 DRP2 DTNA DTX2 DUSP13 DYNC1H1 EEF1A2 EIF4G1 ELMO3 EML3 ENO1 EPHA2 ESRRG EYA3 FAM184A FBXO2 FBXO44 FBXW11 FGF11 FGF12 FGF9 FHIT FHL3 GAA GAB2 GABARAPL1 GADD45A GADD45G GAPDH GAST GCAT GGN GLRX5 GNRHR2 GSTP1 GTF2B H1-0 HCLS1 HDAC3 HOXA11 HS3ST2 HS3ST3B1 HS6ST2 HSPA9 HSPB8 ICAM2 ID2 IDS IL10 IL6 IPO11 IRAK1 ITM2B JAZF1 KBTBD8 KCNA2 LAMC1 LCTL LINC00649 LINC02694 LINC02908 LMOD1 LONRF3 LRP1B LRRC2 LRRFIP2 LYVE1 MACO1 MAFF MAP1A MAP2 MAP4 MAPK10 MAPK12 MAST2 MDFI MDM2 MEPCE METAP1D MIR22HG MITF MMP19 MMRN2 MNT MYB N4BP1 NCDN NDP NDRG3 NECAB3 NLGN3 NLK NOTCH4 NRDC NRIP3 NRN1L NUDCD1 NUDT10 NUDT11 OMG P2RX6 PADI4 PAK5 PAK6 PCDH9 PCP4 PDE1B PEX11B PHF23 PHLDA2 PIANP PKN3 PLBD2 PLEC PLEKHH3 POLD4 PPP2CA PPP2R2C PRDM1 PRR7 PSMA1 PSMA3 PSMD11 PSMD12 PSMD2 PSMD7 PTPRN PTPRR PVALB RABGAP1L RB1CC1 RBBP7 RBPMS RCAN2 RELL2 REXO2 RHOG RIN1 RIT1 ROM1 RTN4RL2 S100A2 SCEL SCRN1 SCUBE3 SEL1L3 SEPTIN9 SERPINB5 SGMS1 SHC3 SHISA6 SLC11A1 SLC16A6 SLC22A18 SLC22A18AS SLC25A51 SLC26A1 SLC31A1 SLC38A3 SLC7A8 SMPX SNCB SNCG SNX10 SPATS2 SPEG SPRED1 SPTA1 SQSTM1 SRC ST3GAL2 STMN2 SV2B SYN1 SYNGR1 SYT2 TBC1D10B TBC1D17 TBL1X TBL1Y TBXAS1 TEAD1 TENM3-AS1 TEX19 TIAL1 TINAG TINAGL1 TLL1 TMCC1 TMEM151A TNRC6A TNXB TOB1 TRAF3 TTC28 TTLL7 TUBA1C TUBA4A TUBA4B USP13 VAPA VASP VAT1 VEGFD VEZF1 WDFY3 WDFY3-AS2 WDR81 YIF1A YWHAG ZBTB37 ZC2HC1C ZCWPW1 ZFAND5 ZNF217 ZNF771 ZNF830 NFKAPPAB65_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NFKAPPAB65_01 AAMDC ABI3 ACAN ACTN3 AKT1S1 ALG6 AMOTL1 APPL1 ARHGEF2 ASCL3 ASH1L ATP1B1 BAZ2B BCL3 BCL6B BDNF BIRC3 BLCAP BMF BMP2K C1QL1 CACNG3 CALCOCO1 CASKIN2 CCDC107 CCL5 CCM2L CD40 CD69 CD70 CD86 CDC42SE1 CDK6 CHD4 CHD6 CLCN1 CLCN2 CLDN5 CLOCK COL11A2 COL16A1 COQ8B CREB1 CSF1R CSF2RB CTDSP1 CTDSPL2 CUEDC1 CXCL10 CXCL11 CXCL16 CXCR5 CYLD CYP2D6 DAP3 DCLK1 DDR1 DOCK4 DSC2 E2F3 EBF1 EHF EIF4A2 EIF4G1 EIF5A ENO3 ERN1 FAM117A FAM43B FGF1 FGF12 FGF17 FLOT1 FOXS1 FTHL17 FUT7 G3BP1 GADD45B GATA4 GDPD5 GNG4 GNGT2 GPBP1 GPM6A GREM1 GRK5 HIVEP1 HNRNPR HSD3B7 HSP90B1 HTR3B ICAM1 IER3 IER5 IFNB1 IL13 IL17C IL1RAPL1 IL27 IL6ST ILK ITPKC JAK3 KANSL1L KAT7 KCNN2 KCNT2 KLK9 KRT23 KRT36 KY LAMA1 LINC01138 LIX1L LRCH1 LTB MADCAM1 MAML2 MAP3K11 MAP3K8 MAPK6 MIA MIDEAS MIR17HG MITF MLLT11 MLLT6 MMP9 MOB3C MSC MSX1 NDUFB9 NFAT5 NFKB2 NFKBIA NFKBIB NFKBID NLK NR2F2 NXPH4 ORAI1 PAN2 PARP8 PCBP4 PCDH10 PCDH12 PCSK2 PFN1 PLXNB1 PNKD POU2F3 PPP1R13B PRDM12 PRRT2 PTGES PTHLH PURG RANBP10 RAP2C RASGRP4 RASSF2 RBMS1 REL RELB RFX5 RIN2 RND1 RNF43 RPS19 RPS6KA4 RRAS RRP8 RSF1 S1PR2 SDC4 SEC63 SH2B3 SIN3A SIRT2 SIX4 SIX5 SLAMF8 SLC12A2 SLC16A6 SLC44A1 SLC6A12 SMOC1 SMPD3 SOX10 SOX3 SOX5 SP6 STAT6 STX19 STX4 SUCO TATDN1 TBC1D17 TCEA2 TFE3 TIAL1 TJAP1 TLX1 TLX3 TNFRSF1B TNFRSF9 TNFSF15 TNFSF18 TNIP1 TP53 TP63 TRAF4 TRIB2 TRIM47 TRPC4 TSEN54 TSLP TSNAXIP1 TSPEAR TUT1 UACA UBD UBE2D3 UBE2H UBE2I UPF2 VEZF1 WNT10A WNT10B WNT4 WRAP53 WRN YWHAQ YWHAZ YY1AP1 ZDHHC24 ZDHHC8 ZEB1 ZFHX3 ZIC4 ZMYND15 NFKAPPAB_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NFKAPPAB_01 AAMDC ABHD8 ACAN ACTN1 ACTN3 ADGRB2 AGPAT1 ALG6 ANKFN1 AP1S2 APPL1 ARHGAP44 ARHGAP5 ARHGAP8 ARPC2 ASCL3 ASH1L ATOH1 ATP1B1 AZIN1 BCKDK BCL3 BCL6B BDNF BFSP1 BIRC3 BMF BMP2K BNC2 C1QL1 CALCOCO1 CBX2 CCDC107 CCL5 CCN2 CD40 CD70 CD83 CDC14A CDK6 CFAP69 CHD4 CHD6 CLCN1 COL11A2 COL16A1 CPD CREB1 CTAGE4 CXCL10 CXCL11 CXCL16 CXCL2 CXCL5 CXCL6 CXCL9 CXCR5 CYB5A CYLD DAP3 DCLK1 DDR1 EBI3 EDN2 EGF EHF EIF5A ENO3 ERN1 ETV6 FAM117A FBXL12 FGF1 FGF17 FLRT1 FOXJ2 FOXS1 FTHL17 FUT7 G3BP1 GABRB1 GADD45B GATA4 GDPD5 GEN1 GGNBP2 GNAO1 GNB1 GNG4 GPBP1 GPHN GREM1 GRIN2D GRK5 HCFC1 HCST HIVEP1 HOXA11 HOXB9 HSD11B2 HSD3B7 HSP90B1 ICAM1 IER5 IFNB1 IGDCC3 IL13 IL1A IL1RAPL1 IL1RN IL23A IL27 IL27RA IL2RA IL4I1 INO80D IRF1 ITGB4 JAK3 JARID2 KANSL1L KCNH3 KCNN3 KCNS3 KCNT2 KLK9 KRTAP13-1 KY LAMA1 LIG1 LINC01138 LIX1L LRCH1 LTA LTB MADCAM1 MAG MAML2 MAP3K8 MAP4K2 MED1 MIDEAS MIR17HG MMP9 MOB3C MSC MSN MSX1 NFAT5 NFKB2 NFKBIB NFKBID NIBAN1 NIPBL NLK NOD2 NOL4 NR2F2 NTN1 NUFIP2 OPCML ORAI1 P2RY10 PAN2 PARP8 PCBP4 PCSK2 PFN1 PLAU PNKD PRDM12 PRX PTMS RALGDS RAP2C RBM14 RBMS1 RELB RIMS2 RIN2 RND1 RPS6KA4 RRAS RSF1 S1PR2 SALL1 SAMSN1 SDC4 SEC14L2 SESN2 SH2B3 SHOX2 SIN3A SLAMF8 SLC11A2 SLC12A2 SLC44A1 SLC6A12 SMC6 SMOC1 SMPD3 SOBP SOX10 SOX5 SP6 SPTB STAT6 STC2 STON2 SUN2 TAFAZZIN TAL1 TASL TCEA2 TIFA TJAP1 TLX1 TNF TNFRSF1B TNFRSF9 TNFSF15 TNFSF18 TNIP1 TP53 TP63 TRAF4 TRIB2 TRIM47 TSLP TSPEAR TUBGCP4 UACA UBD UBE2D3 UBE2H UBE2I UBE4B VCAM1 VEZF1 VSX2 WNT10A WNT10B WRAP53 XKR8 YY1AP1 ZBTB11 ZBTB5 ZBTB9 ZFP36L2 ZMYND15 ZNF232 ZNF384 ZNF821 ZSCAN29 ZSWIM9 NFKB_C https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NFKB_C AAMDC ACAN ACAP3 ADGRB2 AKR1B1 ALG6 ALKBH6 AMOTL1 ANKHD1 ANKHD1-EIF4EBP3 ANP32A APPL1 ARHGAP44 ARHGAP5 ARHGAP8 ARHGEF2 ARPC5 ASCL3 ASH1L BAHD1 BCKDK BCL11A BCL2L1 BCL3 BDNF BHLHE40 BMF C1QL1 CA9 CARTPT CCDC107 CCDC8 CCL22 CCL5 CCN2 CD247 CD40 CD70 CD74 CDC14A CDC37 CDH5 CDK6 CGGBP1 CHD4 CLCN1 COL11A2 CTAGE4 CUEDC1 CXCL10 CXCR5 CYB5A CYLD DACH2 DAP3 DCLK1 DDR1 DDX17 DNAJA1 DUSP22 EBF1 ECT2 EFNA3 EGF EGR2 EGR3 EHF EIF5A ENO3 EPHB6 FAM117A FAM241A FGF1 FGF17 FLI1 FOS FOXA3 FOXD2 FOXD3 FOXJ2 FTHL17 FUT7 G3BP1 GABPB2 GADD45B GATA4 GDPD5 GNA13 GNAO1 GNG4 GPBP1 GPHN GRIN2D GRK5 HCFC1 HHATL HOXA11 HOXB6 HOXB9 HSD3B7 HSP90B1 ICAM1 ID2 IER5 IFNB1 IL13 IL18R1 IL1A IL1RAPL1 IL1RN IL2 IL23A IL27 IL27RA IL2RA IL4I1 INO80D IRF1 ITGB4 ITGB8 JAK3 JPH3 KANSL3 KCNQ5 KCNT2 LAMB3 LASP1 LCAT LCN2 LIN28A LINC01138 LIX1L LRCH1 LRRFIP2 LTB LUC7L3 LYPLA2 MAG MAML2 MAP3K13 MAP3K8 MIDEAS MIR17HG MLLT6 MNT MOB3C MRPS6 MSC MSX1 MYO18A NDRG2 NFAT5 NFKB2 NFKBIA NFKBIB NLK NOS1AP NOS2 NOTUM NPAS4 NUP153 OPCML PAN2 PAPPA PARP8 PCBP4 PCSK2 PFN1 PHF20 PHF6 PIGC PLA1A PLP1 PNKD PPP1R13B PPP2R5E PPP3CA PRKCD PTCHD1 PTGES PTGR3 PTGS2 PTHLH PTMS PTPRJ PURG RAB10 RAD18 RALGDS RANBP10 RAP2C RFTN2 RGL1 RHOA RHOG RIN2 RND1 RORC RSF1 S100A10 S1PR2 SCAF4 SCRT2 SEC14L2 SEMA3B SESN2 SH2B3 SIN3A SIRT2 SIX5 SLAMF8 SLC34A3 SLC43A1 SLC6A12 SMARCAD1 SMOC1 SMPD3 SNAP25 SNX15 SOBP SOCS2 SOX10 SOX3 SOX5 SP6 SPTB STAT6 STX4 SUN2 SYMPK TAFAZZIN TAL1 TASL TCEA2 TCTA TFE3 TINAGL1 TJAP1 TMEM88 TNFSF15 TNFSF18 TNIP1 TNIP3 TNR TOP1 TP63 TRIB2 TRIM47 TSLP TSNAXIP1 TYRO3 UACA UBE2I VCAM1 VEZF1 VNN3P VSX2 WNT10A WRN XPO6 YY1AP1 ZHX2 ZNF217 ZNF384 ZNF436 ZNF436-AS1 ZNF800 ZNF821 NFKB_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NFKB_Q6 AAMDC ABRAXAS2 ACTN1 ACTR1A ADAMTS5 AHSA2P AMOTL1 ANKHD1 ANKHD1-EIF4EBP3 AP1S2 ARHGAP44 ARHGEF2 ARPC5 ASCL3 ASH1L ATF5 ATP1B1 ATP1B3 BAZ2B BCKDK BCL3 BCOR BDNF BFSP1 BHLHE40 BMF BNC2 C1QL1 CACNA1E CADM1 CCDC102A CCDC107 CCL5 CCN1 CCN2 CD40 CD70 CD83 CD86 CDC14A CDC42SE1 CDK6 CEND1 CFAP69 CGN CHD4 CLCN1 CLTRN CPLX2 CREBZF CRTC2 CSF2 CTAGE4 CXCL10 CXCL2 CXCL9 CXCR5 CYBB CYLD CYP26A1 DAP3 DDR1 DNAJB5 EBF1 EHF ELOVL6 EP300 EPHA2 ERN1 FAM117A FANCC FGF1 FGF17 FOXD2 FOXS1 FXYD2 G3BP1 GABRE GATA4 GBA2 GJB1 GNAO1 GPR150 GREM1 GRIK2 GRK5 HCFC1 HHATL HNF1A HOXA11 HOXA7 HOXB2 HOXB3 HOXB9 HSD3B7 HSP90B1 ICAM1 IER5 IFNB1 IGF2BP1 IL1RN IL23A IL2RA IL4I1 ILK INO80 IP6K2 IRF2BPL JAK3 KCNT2 KLK9 LASP1 LINC01138 LIX1L LMO3 LMO4 LRP1 LTB LUC7L3 MAG MAML2 MAP3K8 MARCKSL1 MED1 MIR17HG MLLT11 MLLT6 MNT MOB3C MSC NDRG2 NFAT5 NFKB2 NFKBIA NFKBIB NFKBID NIPBL NLGN2 NLK NOB1 NOL4L NOS1 NR2F2 NSD1 NUP62 OGG1 P2RY10 PABPC1 PAFAH1B3 PAPPA PARP8 PCBP4 PCDH10 PCSK2 PDE3B PDE4C PDZRN4 PFN1 PHF20 PIK3IP1 PLA1A PLAU PLEKHS1 PLXDC2 PNKD PPP1R13B PRDM12 PRKCD PRRG4 PSMA1 PTGES PTGIR PTGR3 PTGS2 PTHLH PTPRJ PURG RAI1 RAP2C RBM14 RBPJ REL RFX5 RGL1 RGS3 RIN2 RND1 RNF43 RRP8 RSF1 RUNX1 RXRB RYBP SAMSN1 SATB1 SCAF4 SCAMP1 SEC14L2 SEMA3B SIN3A SLAMF8 SLC11A2 SLC16A4 SLC39A7 SLC50A1 SLC6A12 SMG7 SOX10 SOX5 SP6 SPEN SPIB SPTB ST8SIA1 STAT6 STC2 STIP1 STON2 STX4 SUFU SYT7 TAL1 TANK TASL TCEA2 TCF15 TFE3 TGFB1 TIAL1 TNFSF15 TNFSF18 TNFSF4 TNIP1 TOMM20 TOP1 TP63 TRIB2 TRIM47 TSLP TSPAN2 UACA UBE2I UNC13D VCAM1 VEZF1 VSX2 WNT10A WRN XKR8 XPO1 XPO6 YY1AP1 ZBTB9 ZHX2 ZNF232 ZNF384 ZNF423 ZNF593 NFKB_Q6_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NFKB_Q6_01 AAMDC ACAP3 ACTN1 ADGRB2 ALG6 AMOTL1 ANKHD1 ANKHD1-EIF4EBP3 AP1S2 APPL1 ARHGAP8 ARHGEF2 ARL5B ASCL3 ASH1L ATP1B1 BATF BAZ2B BCL3 BCL6B BDNF BIRC3 BMF BMP2K C1QL1 CADM1 CALCOCO1 CCDC107 CCL5 CCR10 CD40 CD69 CD70 CDC42SE1 CEND1 CHD4 CHD6 CLCN1 CNTNAP1 COL27A1 CREB1 CSF3 CTAGE4 CTDSPL2 CXCR5 CYLD DAP3 DCLK1 DDR1 DGKI DUSP22 DUSP6 EBF1 EBI3 EDN2 EGF EHF EIF5A ELMO1 ENO3 EP300 ERN1 ETV1 FAM117A FAM241A FBXL12 FGF1 FGF17 FTHL17 FUT7 G3BP1 GABRB1 GADD45B GATA4 GDPD5 GEN1 GNB1 GNG4 GPBP1 GPHN GREM1 GRIN2D GRK5 HIVEP1 HNF1A HSD11B2 HSD3B7 HSP90B1 HTR3B ICAM1 IER5 IFNB1 IFNL2 IFNL3 IL12A IL13 IL1RN IL23A IL27 IL27RA IL2RA IL4I1 IL6ST IL7 ILK INO80D JAK3 KANSL1L KCNT2 KLK9 KRT23 KRTAP13-1 KY LIX1L LTA LTB LUC7L3 MADCAM1 MAG MAML2 MAP3K11 MAP4K2 MIDEAS MIR17HG MITF MLLT11 MMP9 MOB3C MRPS6 MSC MSX1 MTMR14 NDRG2 NEK8 NFAT5 NFKB2 NFKBIA NFKBIB NFKBID NLK NOS1AP NPAS4 NR2F2 NR3C1 NTN1 ORAI1 PAN2 PAPPA PCBP4 PCSK2 PFN1 PHOX2B PNKD POU2F3 PPP1R13B PRDM12 PRKCD PTGES PTHLH PTMS PTPRJ RALGDS RAP2C RASGRP4 RASSF2 RBMS1 RBPJ RELB REV3L RFTN2 RFX5 RHOG RIN2 RND1 RNF220 RNF43 RRP8 RSF1 S1PR2 SEC61A1 SEMA3B SH2B3 SHOX2 SIN3A SIRT2 SLAMF8 SLC44A1 SLC6A12 SMC6 SMG7 SMOC1 SMPD3 SNAP25 SOCS2 SOX5 SP6 STAT6 STON2 SUN2 TASL TBX20 TCEA2 TFE3 TGIF1 TJAP1 TMEM88 TNFRSF1B TNFRSF9 TNFSF15 TNFSF18 TNIP1 TNIP3 TOP1 TP53 TP63 TRAF4 TRIB2 TRIM47 TSLP TSPEAR UACA UBD UBE2D3 UBE2H UBE2I UPF2 VCAM1 VEZF1 WNT10A WRAP53 XPO6 YY1AP1 ZBTB11 ZBTB9 ZIC4 ZNF800 ZNRF1 NFMUE1_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NFMUE1_Q6 ACTR8 ADK AP3D1 APBB1 APBB3 ARCN1 ARF1 ARNT ASB2 ASH1L ATF1 ATF4 ATP13A1 ATP5MC2 ATP5PB ATP5PD ATP6V0C BABAM1 BAHD1 BCL11B BCLAF1 BMI1 BRD3 C19orf48P C1orf131 C21orf58 C2CD5 CBX5 CCAR1 CCDC186 CCDC71L CCND1 CCNE1 CD3E CD4 CDH23 CELF1 CERT1 CHD2 CHTOP CIPC CLK1 CLSTN1 CNOT3 COX20 CPNE1 CPSF2 CSAD CSNK1A1L CSTF2T CYB5D2 DAP3 DCAF8 DDX6 DEAF1 DGCR2 DHX15 DNAJC7 DOLK DYNC1H1 DZIP1 E2F6 E4F1 EEF1A1 EIF3A EIF4G2 EIF5 ENSA EP300 EPC1 ERH ESCO1 EXOC6 EXT1 FASTK FBXO11 FHIP1B FKRP GABPB2 GBF1 GIGYF2 GNL3L GNPAT H1-0 HMGB3 HMGXB4 HNRNPA1 HNRNPD HNRNPH3 HOXA2 INKA1 INTS7 IRAK1 JADE2 KDM2A KDM5C KDM6A KIAA1143 KIF15 LINC01465 LRRC41 LUC7L3 MAEA MAML1 MARK3 MED1 MID1 MIOS MIR503HG MIRLET7BHG MRPL38 MTFP1 MYNN NACA NASP NCDN NCOR1 NDST2 NDUFA4L2 NDUFB1 NEUROD2 NFYA NFYC NKIRAS2 NSD1 NUS1 OARD1 ODAD3 ODF2 OLFML3 OSR1 OTX2 PABPN1 PAX2 PBX3 PCBP4 PCF11 PCIF1 PCNT PHC3 PHF8 PIAS3 PICALM PIGL PIGN POLK POU2F1 PPP1CC PPP1R12B PPP1R15B PPP4R3B PPRC1 PRKCSH PRMT1 PRMT6 PRPF38B PRPS1 PRPSAP1 PRRC2C PSMB5 PSMD8 PTBP2 PTGR3 RAB1A RAB22A RABL6 RAC1 RAD23A RALA RBM12 RBM15B RBM19 RBM3 RBM4 RBM5 RCC1L REST REXO1 RFX3 RIF1 RIOK3 RNF26 RPA2 RPAP1 RPL30 RPL35A RPRD2 RPS27 SEPTIN7 SERBP1 SF1 SFPQ SLAIN1 SLC35A4 SLC39A9 SMC3 SMC4 SMCR8 SMYD5 SNAP25 SNRPF SNX13 SRRM1 SRRM4 STAG1 STRN4 SUV39H2 TCF4 TEPSIN THAP1 TIA1 TMEM187 TMEM80 TNKS2 TOP3A TPGS2 TRA2B TSC1 TSC22D2 TSKU UBE2D3 UBE2J2 UBE4B UBIAD1 UBR5 UBXN11 UQCRH USF1 USP48 VAMP2 VDAC2 WASL WDR33 WDR77 XPR1 YY1 YY1AP1 ZBED5 ZBTB22 ZC3H11A ZC3HC1 ZFP37 ZFP91 ZFX ZFY ZIC3 ZMYM2 ZNF207 ZNF644 ZZEF1 NFY_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NFY_01 ABAT ABCA7 ABCF2 ABHD12 ACACA ACR ACTB ACTL6A ACYP1 AGFG2 AGPAT1 ARL17A ASB7 ATP2A2 BAHD1 BARHL1 BCAT2 C12orf57 C21orf58 CALM2 CAT CATSPER2 CCDC102A CCDC140 CCDC186 CCDC51 CCNA1 CDC25A CDC45 CDH1 CDH6 CDK1 CDV3 CHAC1 CHP1 CIT CKS2 CLTA CNN3 CNTD1 COA3 COL1A1 COL5A3 COQ10B COQ8A CYP24A1 CYP39A1 DCAF11 DDR2 DDX4 DLEU1 DLEU2 DLG3 DLX1 DLX3 DNAJB11 DND1 DPF3 DSTN DUSP6 EHF ELAC2 ELAVL4 ELMO1 ERG28 ETV5 EXD1 FA2H FADS1 FAM117B FAM204A FDPS FGF20 FIZ1 FRMD8 FUT8 GGCT GGNBP2 GLB1L2 GNAT1 GORAB GPC3 GPR50 GRHL2 GRHL3 GSK3B GTF2I GUCA2A H2AC1 H2BC1 H3-3B HCP5 HDX HES1 HIF1A HIGD1A HIVEP3 HK2 HLA-DQB2 HMGA2 HNRNPR HOXB13 HOXC4 HSCB HSPA1A HSPA1L IER5 ING5 INSM2 INTS7 ISL1 JARID2 JUNB KBTBD8 KCNJ2 KDM3A KIF23 KLF1 KLF10 KLF11 KLF9 KMT2E LDB2 LHX1 LHX5 LIMD2 LINS1 LRATD1 LRP8 LRRC20 M6PR MACO1 MAEL MAZ MIS12 MLEC MOB1A MROH8 MRTFA MTERF2 MTMR14 MYO1E MYOCD NANS NARF NCAM1 NEK2 NEUROG3 NFATC4 NFYA NKX6-1 NKX6-2 NOL4 NOP56 NPHP4 NPTX2 NUBP2 NUMB NUMBL NUP98 OARD1 ODF2 OLIG2 PAN2 PASK PAX3 PCDH9 PCF11 PCNT PCYT2 PDGFRB PDIA3 PDP1 PDZD7 PI4K2A PIK3R3 PLA2G3 PLK1 PMEL PNRC1 POU3F3 PPM1A PPP1R1B PPP1R7 PPP2R1A PPP2R5C PRCP PRDM5 PRPF38B PTCH2 PTF1A RAB5IF RACGAP1 RGS3 RHOB RHOF RNF5 RPN2 SC5D SELENOK SEPTIN4 SERPINA6 SESN2 SFRP1 SGO2 SHC3 SIX1 SIX2 SLC20A1 SLC25A13 SLC25A27 SLC25A35 SLC26A9 SLC43A2 SLIT3 SMAD2 SORBS2 SOX2 SP140L SPDYA SPTSSA SREBF2 SRSF2 SSBP3 STMN1 SYCP3 TACC3 TAF15 TAFA4 TDO2 TLE4 TLX3 TM7SF2 TMA7 TMEM129 TREX1 TSC22D1 TSPAN13 TSPAN33 TXNIP UBALD2 UBB UBXN11 UFD1 USP21 UTP18 VCP WASF2 WBP2 WNT3 WNT8B XPO1 ZBTB10 ZFP36L2 ZFP91 ZMYM2 ZMYND8 ZNF385A ZNF436 ZNF436-AS1 ZNF524 NFY_C https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NFY_C ABCA7 ABI3 ACR ACTL6A ACTMAP ACVR1 ACYP1 ADAMTS19 ADAMTSL1 ADCY10 AGFG2 AMELY AMTN ANO4 AP3M2 ARL17A ARL6IP1 ARL6IP6 ARRDC3 ATOH1 BAHD1 BAZ1A BCAS3 BLK BRD8 C1QTNF6 CALM2 CAT CBLB CBX5 CCDC51 CCDC89 CDC25A CDH6 CDH9 CDK2AP2 CELSR3 CEP57 CHAC1 CHP1 CKS2 CLDN8 CNNM2 CNTD1 COA3 COL1A1 COL5A3 DCAF11 DDIT3 DDR2 DGKZ DLEU1 DLEU2 DLG3 DMD DNAJB11 DUSP10 EHF EIF2AK3 ELAC2 ELAVL4 ELMO1 ENSA ERG28 ESPL1 ESRRG ETV5 EXD1 EZHIP FAM117A FAM76B FBXL8 FDFT1 FDPS FGF4 FOXN3 FUT8 FXR2 GCA GNAI2 GNGT2 GPC3 GSK3B GTF2A1L GTF2I GUCA2A H2AC1 H2AC6 H2BC1 H2BC4 H3-3B H3C1 H4C1 H4C3 HAND2 HCP5 HDAC1 HELB HIGD1A HLA-DOA HLA-DQB2 HLA-F HNRNPA0 HNRNPA1 HNRNPL HOXC4 HOXC8 HOXD10 HSCB IER5L IFFO1 IFT27 IL1RAPL1 KAT7 KATNB1 KCNJ13 KIF20A KIF23 KLF1 KLHL4 LDB2 LHX1 LIN28A LIX1 LMOD1 LRP8 LYRM7 M6PR MAEL MAP3K3 MAZ MBNL1 MCM8 MCTS1 MED30 MIR22HG MIS12 MLEC MROH8 MRPL50 MRPL51 MRPS30 MRTFA MTFP1 MTX1 MYO1E MYOCD NCAM1 NCAPD2 NCEH1 NDUFS8 NEUROG3 NFATC4 NFYA NFYC NOL4 NUP98 OARD1 OGG1 PAX6 PBX1 PCYT1B PEX2 PI4K2A PIGA PIK3R1 PLN POU3F3 PPM1B PPP2R5C PRDM13 PRPF38B PTF1A PXMP4 RACGAP1 RAG1 RBM10 RBM14 RBM4 RPA2 RPN2 RPRD2 RPS6KA5 RREB1 SATB2 SEL1L SEPTIN4 SESN2 SFRP1 SHH SIAH3 SIK3 SIX5 SKIDA1 SLC12A1 SLC9C2 SMAD2 SNRPA SORBS2 SOX2 SP140L SPAG7 SPC25 SPOCK2 SPTB SSBP3 STARD7 STMN4 SUZ12 SYCP3 TAF15 TAF8 TCERG1 TECR TENM3-AS1 TESK2 TFCP2 THBS3 TLE4 TMA7 TMEM108 TMEM184C TPP2 TRADD TRAF3IP2 TRMT6 TSPAN13 TYSND1 UBE2C UBXN11 UHRF1 USP21 VPS50 WASF2 WBP2 WDR81 WNT3 WNT8B YARS1 ZBTB10 ZBTB5 ZDHHC5 ZFP91 ZNF14 ZNF189 ZNF362 ZNF385A ZNF436 ZNF597 ZNF775 NFY_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NFY_Q6 ABCA7 ABCF2 ACR ACTL6A ACYP1 ADAMTSL1 AGFG2 AK2 ALB ALDH4A1 ALDH6A1 AMELY APOLD1 ARL17A ARRDC3 ARRDC4 ARX ASB7 ATF6B ATOH1 ATP1B4 ATRX BAHD1 BARHL1 BRIP1 BUB1 C12orf57 C21orf58 CALM2 CBLB CCDC115 CCDC186 CDH1 CDK1 CDV3 CENPF CEP57 CHAC1 CIT CKS2 CLIC6 CLTA CNTD1 COA3 COL1A1 COPZ1 COX6A2 CRABP2 CTBP2 CYLD CYP1B1-AS1 CYP24A1 DCAF11 DCAF7 DDIAS DDR2 DDX4 DGKZ DLEU1 DLEU2 DLG3 DLX1 DLX3 DNAI3 DND1 DSPP E2F8 EHF ELAC2 ELAVL4 ENAM ENTPD7 EPM2AIP1 FAM110A FAM76B FBXO24 FDPS FDXR FGF20 GALT GANAB GART GCA GGCT GGNBP2 GNB2 GPR50 GRHL3 H2AC1 H2AC4 H2BC1 H3-3B H3C2 HCP5 HDAC1 HIGD1A HLA-DMA HLA-DOA HLA-DQB2 HLA-DRB1 HLA-DRB5 HMGA2 HMGB2 HMX1 HNRNPC HNRNPR HNRNPUL1 HOXB9 HSCB HTR2C IBSP IER5L IFFO1 IMP4 JARID2 KANSL2 KBTBD8 KCNJ13 KDM5C KLF1 KLHL4 LDB2 LHX1 LINS1 LRATD1 LRCH4 LRP8 LRRN3 M6PR MAEL MAZ MBNL1 MIR22HG MLEC MLH1 MRPS30 MRTFA MSH2 MSTN MYO1E MYOCD NAV2 NCEH1 NEB NEK2 NFATC4 NFYA NFYC NKX6-2 NOL4 NUBP2 NUMB NUP37 OARD1 OR2L13 OS9 OSBPL9 OSM OTP PARPBP PAX1 PAX6 PBX1 PCDHGA11 PCNT PGK2 PI4K2A PIK3IP1 PIK3R3 PITX3 PLA2G3 PNOC POU3F3 PPM1B PRCP PRKCB PRR11 PTCH1 PTF1A PTMA PXMP4 RAB6A RACGAP1 RBM4 RHOA RHOQ RNF121 RNF40 SEL1L SEPTIN4 SERTAD1 SESN2 SFRP1 SFRP2 SHH SIX1 SIX2 SIX4 SKA2 SLC12A1 SLC25A35 SLC26A9 SLC39A4 SLC4A7 SLC9C2 SMAD2 SOBP SON SORBS2 SORT1 SP1 SPAG7 SPAG9 SPRY2 SRSF6 SSBP3 STARD7 STX5 SUV39H1 SYCP3 TAF15 TAL1 TAOK3 TBX2 TCTA TDO2 TENM3-AS1 TFCP2 THAP9 TIAM1 TLE4 TLL2 TMCC1 TMEM108 TMEM184C TMEM94 TNFSF11 TOP2A TTC9C TTK TTN TXNIP TYSND1 UBXN11 UGP2 USP21 VCP VSX2 WASF2 WDR81 WNT3 WNT8B ZBTB10 ZBTB5 ZDHHC5 ZFP91 ZMAT4 ZNF362 ZNF385A ZNF436 ZNF436-AS1 ZNF711 ZNF775 NFY_Q6_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NFY_Q6_01 ABCF2 ABI3 ACR ACTL6A ACTMAP AGAP3 AGFG2 AGPAT1 ANAPC5 ANKRD12 AP2A1 ARL17A ASIC2 ASPHD1 ATF6B ATOH1 ATP2A2 BAHD1 BCAT2 BCKDHA BORA BRD8 C1orf105 CADM2 CALM2 CATSPER2 CCDC51 CDC14B CDC25A CDH1 CDV3 CELSR3 CEP57 CHAC1 CIT CNN3 CNTD1 COA3 COL1A1 COMMD10 CREBRF CTF1 DAXX DCUN1D4 DDX50 DGKZ DHCR24 DHTKD1 DLG2 DLG3 DOCK9 DOLPP1 DPYSL5 DSPP E2F8 EDA EEF1DP3 EIF2AK3 ELAC2 ELAVL4 ELMO1 EMX2 EPC2 ETV5 FADS1 FAM117A FAM204A FAM76B FDFT1 FDXR FOSB GART GCA GGCT GGNBP2 GJB4 GJB5 GLB1L2 GNAI2 GNGT2 GPCPD1 GPR50 GREM1 GRHL2 GRHL3 GTF2A1L H2AC1 H2AC12 H2AC6 H2BC1 H2BC12 H2BC4 H3C1 H3C3 H4C1 HDAC1 HELB HERPUD1 HIF1A HIGD1A HIVEP3 HLA-DOA HMGN2 HMGN3 HNRNPR HOXB9 HOXC4 HSCB HSPA1A HSPA1B HSPA1L IFT27 INVS JARID2 KATNB1 KBTBD8 KCNJ13 KCNN2 KDM3A KIF20A KLF9 KLHL4 KPNA4 LDB2 LPCAT3 LRATD1 LRP8 LY75 MAEA MAEL MAPK7 MCM8 MICAL2 MLEC MLYCD MOB1A MRPL50 MRTFA MTFP1 MTMR14 MTMR4 MYO1E MYOCD NDE1 NEK2 NKX6-1 NKX6-2 NOL4 NR2C2 NRDC NT5DC2 NUAK2 NUBP2 NUP93 OS9 PAN2 PASK PCF11 PDGFRB PDIA3 PDK2 PDP1 PIAS4 PIK3R1 PIK3R3 PIM3 PLA2G3 PLK1 PNN PNRC2 POU3F3 PPM1A PPP1R1B PPP1R7 PPP2R5A PPP2R5C PPP4R4 PRDM10 PRKACA PRR11 PRUNE2 PTCH2 RAB5IF RACGAP1 RANBP10 RBBP4 RBM3 RFX5 RHOA RLN1 RNF5 RPA2 RPRD2 RPS6KL1 RTN2 SCD SEL1L SERPINA6 SESN2 SF1 SFRP1 SH3GL3 SHC3 SHH SIGMAR1 SIK3 SIX2 SKA2 SLC25A13 SLC2A1 SLC2A4 SLC43A2 SLIT3 SMAD2 SNRPA SON SPRED2 SPRY2 SREBF2 STARD13 STIMATE STMN1 STMN2 SUN2 SYCP3 SYNGR4 TAFA4 TBX2 TCTA TENM3-AS1 TGFB3 TMA7 TMEM143 TOMM40 TP53BP1 TP63 TRMT6 TSNAXIP1 TTC9C TUG1 TXNIP TYSND1 UBALD2 UBXN11 UGP2 USP21 UVRAG VCP WNT3 WNT8B XPO1 ZBTB10 ZBTB20 ZBTB5 ZBTB8OS ZCCHC12 ZDHHC5 ZFP91 ZNF189 ZNF362 ZNF385A ZNF436 ZNF436-AS1 ZNF711 ZNF8 NGFIC_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NGFIC_01 AAMP ACE ACTN1 ADSS2 AGAP1 AGAP3 AHNAK AMMECR1L AMOT AP1G1 AP3S1 APLP2 APP ARF3 ARHGAP12 ASB7 ATG12 ATL1 ATOSB ATP1B2 ATP5MC1 BAHD1 BCL11B BCL6 BCL6B BDNF BHLHE40 BMPR2 C9orf72 CA11 CACNA1A CACNA1E CAND1 CD40LG CDH2 CDK17 CDKN2C CEP70 CGGBP1 CLSTN1 CLTC CNNM4 CNOT6L COL27A1 CORO1C CRTC2 CRY2 CSRNP1 CX3CL1 DAGLA DCX DIAPH1 DVL2 EFEMP2 EGLN2 EGR1 EGR3 EHBP1 EIF5A ELAVL3 ELMOD1 ERBB3 ERF ERGIC3 ETF1 FAF1 FASLG FEV FKBP2 FUS G3BP2 GABARAPL2 GABRB1 GIT1 GLRA3 GNAI2 GNL1 GRB2 GRIN1 GSE1 GUCY1A2 HAS1 HDAC9 HMGN2 HNRNPDL HNRNPR HOXA2 HOXA7 HOXB7 HRK HYAL2 ICAM5 IGF2BP1 IP6K2 JADE2 JPH1 KAT7 KCNA1 KCNB1 KCNC1 KCND2 KCNH3 KCNIP2 KCNJ1 KCNN2 KCNQ5 KCNS2 KCNS3 KDM2A KDM3B KLF3 KLF3-AS1 KREMEN2 L1CAM LANCL3 LASP1 LEF1 LINS1 LRATD2 LRFN5 LRP10 LRRC4 LUC7L2 MACO1 MADD MAN2A2 MAP3K4 MAP3K5 MATR3 MEF2C MMP1 MNT MPC2 MRPL14 MSI1 MYB NAT8L NDUFA4L2 NFE2L1 NFYC NLK NPAS4 NRDC NRGN NTN1 NTRK3 NUDT10 NUDT11 NUFIP2 ORC4 OTP OTX1 PABIR1 PABIR2 PABPC1 PCDH17 PCDHAC2 PCIF1 PCSK2 PDCD1 PDGFB PIK3IP1 PITPNA PITX2 PJA1 PLEKHH3 PLOD3 PNKD POU3F1 PPP1R12A PRPF3 PRR3 PRRT2 PSME3IP1 PTMS PTPN7 QRICH1 RAB2A RALGPS2 RASGEF1A RBBP6 RBM26 REL RELA RELB REXO2 RFX4 RHOB RPS6KA3 RPUSD4 RRBP1 RSPRY1 RTL9 SAP130 SCAI SEC14L1 SELENOF SERTAD1 SH3BP1 SH3GL3 SH3KBP1 SHF SIK2 SIN3A SLC22A17 SLC25A39 SLC25A5 SLF2 SMAD3 SMYD5 SNAP25 SPTB SRCIN1 SREBF2 STARD13 STC2 SUMO2 SUN2 SYNCRIP TAF8 TBC1D10A TBX2 TFAP4 TLE3 TLE4 TNFRSF12A TP53I11 TPGS2 TPM4 TRA2B TRIB1 TRIM55 TSR1 TTC9C TUBA1B TUG1 TXNDC12 UBASH3B UBTF UCHL3 VAX1 VGF WASHC4 WDR44 WDR48 WNT1 XK ZBTB2 ZCCHC12 ZFPM1 ZHX2 ZMYM2 ZNF232 ZNF827 ZNHIT1 NKX22_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NKX22_01 ACIN1 ADGRB3 ADGRG6 AEBP2 ALB ARMCX2 ARPC1A ASB4 ASIC4 BAMBI BHLHE41 BMP5 C14orf119 C16orf74 C6orf62 CACNA1C CALHM5 CAPZA3 CAVIN2 CCDC126 CCDC92 CCT7 CD36 CDK11A CDK11B CDKN2C CFAP161 CHRM1 CITED4 CLDND1 CLVS1 COQ7 CPEB4 CRK CSRNP3 CTNNA3 CWC15 CYTH3 DENND6A DLC1 DLG2 DMD DMRTA1 DST EDC4 EGR2 ELAVL2 EPB41 EPHB2 ESR1 ESRRG ETV5 FBXW7 FGF16 FGF20 FNBP1L FOXP1 FOXP2 FZD2 GATA6 GGA3 GIGYF2 GLA GLRA3 GOLGA1 GPRIN3 GSC GSE1 GSK3B HHEX HNRNPA0 HNRNPH2 HOXA3 HOXB7 HOXC4 HOXD13 HPN HPSE2 IFT43 IL12B INSRR ITPR1 JMJD1C KCNJ13 KDM4D KEL KIF13A KRT36 LHFPL1 LHX5 LINC00649 LINC01597 LMO4 LRRC8A LRRTM1 LUC7L3 MANEAL MAPK6 MDFIC MIR137HG MRPS7 MYH2 MYL1 MYL3 NAT8L NDFIP1 NDP NEDD4 NEO1 NFIA NFIX NIPBL NKX2-2 NKX2-8 NLGN2 NOL4L NOTCH1 NRP2 NSD1 NTRK1 NUAK1 OTP PBK PCDH17 PDYN PDZRN4 PHF21A PHOX2B PIK3R1 PIP4K2C PITPNM2 PLCZ1 PLRG1 PMCH POLA1 PPM1E PPP2R3C PRADC1 PRAF2 PRDM12 PRDM13 R3HDM2 RABL6 RBBP7 RELCH RGS3 RIT2 RRAGB SALL3 SAP30L SCARF2 SCHIP1 SCNN1G SDF2L1 SEL1L SH3KBP1 SLC44A1 SLIT3 SMOC2 SOHLH2 SPON1 SRPK2 SRSF6 STAG2 STARD8 STAT5B SULT2A1 SYT4 SYTL2 TBR1 TBRG1 TFAP2D THRA TIAM1 TMEM126B TMEM185A TRA2A TRAF3IP2 TSGA10 TTC9C TTYH1 UBR3 WNT7A WNT8B WWC1 ZBTB18 ZBTB20 ZFYVE9 ZHX2 ZNF407 ZNF423 ZNF654 ZRANB1 NKX25_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NKX25_01 ADAMTS5 AGO2 AQP6 ASIC1 BCL11A BCL11B BCL2 BCL9 BEST3 BNC2 C18orf25 C6orf15 CACNA2D3 CDC42EP3 CDCA7L CFL2 CLPX CMTM4 CRABP2 CREB5 CRTAC1 CSRNP3 CTCF CTNNA3 CUEDC1 DCTN1 DDR1 DLX1 EBF1 EGF EGFR EGLN2 ELP2 EMSY FEZF2 FGF10 FGF16 FOXO1 GDF3 GGT7 GPM6A GPR27 GSK3B HIGD1B HOXB4 HOXC4 HOXD1 HTR4 IQCD IRAK1 JPH1 KCP KCTD4 KLF5 LEMD1 LHFPL1 LINC00649 LINC02880 LMX1A LRGUK LRRC4 LRRTM1 LUC7L LY6G6D MAB21L2 MAML3 MAP2K5 MAP4K4 MBP MCF2 MEF2C MIR9-1HG MYH2 MYL1 MYO3B NEDD4 NEXN-AS1 NKX2-1 NKX2-2 NR0B2 NRAS PAX6 PAX7 PCBP4 PCDH17 PCDHAC2 PDGFC PDK2 PDZK1 PGM2L1 PHOX2A PPP3CC PRDM8 PSMA3 RAB27A RASL11B RGS1 RGS8 RINT1 RNF181 SCNN1G SDF2L1 SLC22A2 SLC39A6 SMARCA1 SMYD1 SPATA19 STAG2 STARD3NL STC2 TBXT TCF4 TEAD1 TGIF1 TLX1 TMEM126B TPD52 TRIM55 TSHZ2 TTC9C UCP3 USP32 WNT3 WNT8B ZIC4 ZNF41 ZNF654 NKX25_02 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NKX25_02 ABHD17B ABLIM2 ACP6 ADGRL2 ALKBH5 ALX1 ANAPC15 ANK3 ANLN AP1S2 APCDD1L AQP3 ARHGEF10L ARRDC3 ASB7 ATF7 ATOH1 ATP11C ATP13A4 BAIAP2L2 BBOX1 C10orf82 C1orf122 C7orf33 CA4 CACNA1C CBLN4 CCDC149 CDIN1 CEP120 CEP41 CER1 CFL2 CHCHD7 CHRNA10 CITED2 CNNM2 CNTN4 COL12A1 CRISP1 CTLA4 CTSK CXCL14 CXXC4 CYTH3 DAB1 DCX DLG3 DLX1 DLX5 DMD DNAJB4 DNAJC22 DNAJC5B DNMT3B DOCK4 DPF3 DPH1 DSPP ECHDC2 EDA EDEM1 EGLN1 EIF4E ELAVL2 EN1 ENSG00000291228 EREG ESRRG EYA1 FAM53B FBXW11 FBXW7 FGF10 FGF19 FGF3 FGF7 FLNA FLRT2 FLT1 FOXN3 FOXP2 GABARAPL2 GAD1 GJA1 GJD2 GNA13 GNG8 GPC4 GPR65 GPRC5D GRHL1 H3-3B HAS2 HDAC9 HESX1 HHIP HMGA2 HMGN2 HOXA3 HOXB6 HOXC4 HOXC5 HOXC6 HOXD8 HPSE2 HS3ST2 HSD17B2 HSPB3 HTR2C HTR3B IMPDH2 INA INHBA INPPL1 JDP2 KCNH5 KCNJ3 KCTD12 KCTD15 KLF12 KLF6 KLHL1 KLHL13 KRT222 LINC00303 LINC00311 LINC02875 LINS1 LMO3 LMO4 LNPEP LRP1 LRP1B LRP2 LRRC15 LTBP1 LUC7L3 MAB21L2 MAML3 MAP2K5 MBNL2 MEIS2 MINK1 MOSMO MS4A1 MSI2 MUC15 MYO18A NAP1L5 NECTIN3 NELL2 NEO1 NEUROG1 NHLH2 NKX2-1 NOTCH1 NR4A3 NRL NRXN1 NSD1 NTRK2 ONECUT2 OPN1LW OSER1 OTP OTUD7B PAX2 PAX3 PCDH9 PCNT PDE7A PDZRN4 PHEX PITX2 PLAG1 PLPP3 PNOC POMC POU2F1 PPFIBP1 PPM1E PPP1R14C PRKAB1 PRMT5 PROK1 PRR34 PRRC1 PRRX1 PTPN21 PTPRC RAB5B RALGPS2 RCC2 REEP4 RGS12 RIOX2 RNF11 RNF111 RNF39 ROBO3 ROGDI RORA RPL10 RWDD2A S100G SCML4 SEMA5B SEZ6 SEZ6L SHOX2 SIK3 SKAP1 SLC16A14 SLC16A6 SLC25A25 SLC4A4 SLC6A15 SLC6A5 SMAD6 SOHLH2 SORBS2 SPINK6 SRSF7 STAT3 SULF1 SYNRG SYT9 TAB2 TAFA1 TBL1X TBL1Y TBR1 TBX19 TBXAS1 TCF12 TCL1A TENM3-AS1 TET1 TFAP2D TMEM126B TMEM178A TMEM182 TPM2 TRIM24 TRPM1 TRPM7 TSPAN2 UBE2E2 UBQLN1 UBR3 UBXN10 USP40 VGLL1 VGLL4 VIP VLDLR WDR33 WHRN WIPI1 WNT10A WNT8B YRDC ZDHHC21 ZNF277 ZNF354A ZNF423 NKX3A_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NKX3A_01 ADAM11 ADAMTS17 ADGRF1 ADGRL1 ADK ALX1 AP3M1 ARAP2 ARHGAP17 ARMC1 ARX ASB4 ASCL4 ATP2A2 B3GLCT BAIAP2L1 BCL11A BEND4 BEST3 BHLHE22 BMP5 C12orf50 CACNA1C CADM1 CALHM5 CASC3 CCIN CDH9 CDK11A CDK11B CEP120 CHM CHRM1 CLDND1 CMTR2 CNOT7 CNTD1 CNTNAP4 COA3 COMMD10 COMMD3 COMMD6 CPA4 CRACDL CREB5 CWC15 CYP26C1 DAB1 DCAF11 DCDC1 DCUN1D1 DDX17 DENND1B DENND4A DENND6A DHX30 DIP2B DLC1 DLG2 DMD DMRTB1 DNASE2B DSG4 E2F3 EFEMP1 EGR2 ELAVL2 ELMO3 EMCN ENSG00000291228 ENTHD1 ERG EXOC6 EYA1 FBXW4 FDX2 FOXN3 FOXO4 FOXP2 G6PC1 GADL1 GEMIN2 GIGYF2 GOLGA1 GOLPH3L GPR12 GPR85 GRM8 GSK3B GTF2B H3-3B H4C3 HABP2 HOXA2 HOXA3 HOXA6 HOXB2 HOXC4 HOXC6 HOXD3 HOXD4 HP1BP3 HS6ST2 HTN1 IER5L IFNG IGFL3 IKZF4 JADE2 JUNB KCNMA1 KCNN3 KDM4D KERA KIT KREMEN1 KRTAP11-1 LARP4 LCP2 LHX5 LINC00671 LINC01597 LMNA LMO1 LMO3 LOXL2 LRFN5 LRP2 LRRTM1 LUC7L3 LYSMD2 MANEAL MBNL1 MID1 MIR137HG MIR9-1HG MLF2 MYCT1 MYF6 MYH2 MYH4 MYH8 MYT1 NAP1L5 NCDN NCKAP5 NEDD4 NNAT NOG NOTCH1 NPHP4 NR2F1 NR4A1 NRAS NRG1 NRXN3 OTP OTUD7B PABIR1 PART1 PAX6 PAX9 PCDHA9 PCSK2 PDZRN4 PHOX2B PNMA1 POU2F1 POU3F2 POU3F4 PROCR PROX1 PSMA1 PTCHD4 PTH1R PTN RAB3C RAPH1 RBMXL2 RIOK3 RLIM RNF111 RNF128 RNF17 RP1L1 RS1 SALL1 SH3KBP1 SH3RF1 SIX1 SIX3 SLC25A25 SLC35C2 SLITRK1 SLITRK2 SLITRK3 SLITRK5 SMAD5 SOX5 SPDEF SPTB SRSF6 STC1 SULT2A1 SUPT3H TACSTD2 TBR1 TCF12 TFAP2D THRA TLK1 TMEM242 TOB1 TP63 TPM1 TRIB2 TRIM24 TSHZ3 TUG1 UBXN10 UHRF2 UQCRB USP34 VPS37A WNT7A WT1-AS XIAP ZBTB18 ZBTB9 ZEB2 ZFPM2 ZIC1 ZIC4 ZIC5 ZMYND8 ZNF423 ZNF512 ZNF521 ZNF710 NKX61_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NKX61_01 AARS2 ACMSD ADGRB3 AK8 ALDH1A2 AMMECR1 AMY2B ANGPT2 ANXA10 AOC2 AP3M2 APOBEC2 ARHGAP44 ARID5A ARX ATP2A2 BBS12 BCL6 BOC BRCA2 C1QTNF7 C5orf64 CABCOCO1 CADM1 CASZ1 CAVIN2 CCDC91 CCND2 CCSER2 CDH10 CDK11A CDK11B CDKL5 CEP120 CGA CHCHD7 CHD2 CHD6 CLK2 CLOCK CLRN1 CNTLN COL11A2 CREB5 CTNND1 CUL3 CXCL13 DCDC1 DDX17 DMP1 DSG1 DSG4 DTNA DUSP6 EDA EDC4 ELF4 ELP4 EN1 ERG ERMAP ESRRG ETS2 EYA1 FAM53B FAM81A FAM83F FAR2 FEZF2 FGF12 FGF7 FGFBP3 FGFR2 FHL1 FLI1 FOXP2 FOXP3 FUT11 GABRB2 GAD2 GATA3 GJD2 GK2 GNAT2 GTF2A1L HABP2 HESX1 HNRNPA0 HOXA11 HOXA7 HOXB8 HOXC10 HOXC4 HOXC6 HOXD8 HRK HSD11B1 HSD17B2 HYPK IMMP1L IRX4 ITGA7 JAKMIP2 KCNIP2 KCNJ16 KCNN3 KLF14 KLF15 KLHL5 KMT2C LARGE1 LGI1 LHX6 LLGL2 LMNA LMO1 LMO3 LRRTM1 MAN1C1 MAP2 MARCKS MBNL2 MDGA1 MID1 MIR17HG MYF6 MYO10 MYT1 NCOR1 NDUFA4 NECAP1 NEUROD2 NEUROD6 NEUROG1 NHLH2 NIPBL NOL4L NPR3 NR2F1 NR4A3 NRN1L NSD1 NTNG2 OLFM4 OTP PCMTD1 PCSK2 PDGFRA PDZRN4 PHF21A PHOX2B PLCB1 PLCD4 PLRG1 PLXNA2 PNMA1 POU3F4 PPARGC1A PPM1E PPP3CB PRDM13 PRKAG1 PRRX1 PTGR3 PTPN22 PTPRD PURA QRFP RAB3C RAB5B RARB RBBP8 RBFOX1 RHOBTB3 RIMS2 RNF152 RNF19B RNF4 RNF43 RPA3 RUNX1T1 SALL3 SAMD11 SAT1 SATB2 SESN3 SEZ6L SH3BGRL3 SHKBP1 SIAH3 SIK2 SKAP1 SLC12A6 SLC20A1 SLC26A7 SLC38A6 SLC6A15 SLC6A4 SLITRK2 SLITRK3 SOAT1 SOX18 SOX4 SOX5 SPACA9 SSBP3 ST8SIA2 STOML2 SV2A TBX5 TBXAS1 TCF4 TCL1A TENM1 TLE4 TMEM62 TMEM88 TMTC2 TOB1 TRIM8 TSHZ2 TUT1 TYRO3 UBE2C USF2 VAMP3 VCPKMT WNK1 WNT7A WNT8B ZBTB20 ZFP36L1 ZFPM2 ZIC4 ZRANB1 NKX62_Q2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NKX62_Q2 ABCB1 ACO2 ACTR10 ADAM11 ADAMTS17 ANGPT1 ANKH ANKRD39 AP1G1 AP1S2 AQP6 ARHGEF38 ARTN ASCL4 ATOH1 ATP2A2 ATP2A3 BACE2 BAD BAMBI BARHL1 BCL11A BCL9L BEND4 BMX BNC2 BTBD3 C1QTNF3 C1orf122 C5orf64 C6orf136 CACNA2D3 CACNB3 CADM1 CADM2 CALD1 CAP1 CAVIN2 CCDC85B CCNG1 CDC42EP3 CDIN1 CDKN2C CEND1 CGN CHCHD7 CHD2 CLDN4 COL11A2 CRYBG2 CYCS CYFIP2 CYLD DAB1 DACH1 DIP2B DIXDC1 DLG2 DLX1 DMD DNAJB7 DTNA ELAVL4 ELMO1 EMID1 ENSG00000291228 EPB41L3 ERG ETS1 ETV3 ETV4 EYA1 FABP4 FAM169BP FAM27E5 FARP1 FEZF2 FGF13 FGF19 FIGN FILIP1 FIZ1 FLOT1 FLRT1 FLRT3 FOXB1 FOXN3 GAL3ST4 GARIN1B GNAI1 GREM1 GSX1 HESX1 HOXA10 HOXA11 HOXA4 HOXC11 HOXC4 HOXC6 IER3 IFIH1 IKZF3 IL5 IRAK1 IRS1 IRX4 IRX6 ITGA7 ITPR3 JPH3 KAT6B KCNN3 KCNS1 KCP KDM5C KDM6A KRT26 KRT32 LGALS12 LMO3 LRFN5 LRP5 LRRTM3 LRRTM4 LTBP3 LUZP1 MAB21L1 MAFA MARCKS MARVELD2 MED12L MEF2C MITF MRPL49 MSRB3 MSTN MUC15 MYO1B MYOG MYT1 NAALADL2 NEUROD2 NFIL3 NFIX NHLH2 NKX2-1 NKX2-2 NLGN2 NOL4 NPAS2 NPVF NUFIP2 OFCC1 OGG1 OTUD7B OTX2 PAK1IP1 PART1 PDGFRA PDZRN4 PELI2 PGR PHF21A PHF5A PIK3R3 PLAG1 PNMA1 POLR2C PRDM1 PRDX5 PRIMA1 PRKAA1 PRKAG1 PTF1A PTH1R RAB6A RASSF9 RBFOX1 RCAN1 RFT1 RHOBTB1 RIPK4 RPL34 RPL34-DT RPLP0 RTN4RL1 SCML1 SCRT2 SCUBE3 SERTAD4 SHOX2 SIK2 SIX3 SLC20A1 SLC37A4 SLC44A3 SLC7A9 SLCO5A1 SLIT3 SLITRK1 SLN SMARCA2 SMTNL2 SOX14 SOX15 SSH2 STAT3 STK38 STMN2 STX7 SYNGR4 TBX5 TBX6 TCEAL1 TENM3-AS1 TGFB3 TGM3 TLE3 TMEM143 TMEM178A TMEM94 TNFSF10 TNR TNRC6A TP63 TRMT112 TSC22D3 TSPAN7 TSPAN8 TTC29 TWIST1 UBE2E4P UNC13D UNC5B WDPCP WNT3A XPO1 YRDC ZBTB18 ZBTB20 ZFPM2 ZIC1 ZIC4 ZNF436 ZNF436-AS1 ZNF524 NMYC_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NMYC_01 ABCA1 ABHD17B ADAM10 ADAMTS17 ADCY3 ADGRB2 ADPRHL1 ADSS2 AEN AKAP10 ALDH18A1 ALX4 AMPD2 ANGPT2 ANXA6 APOA5 ARF6 ARHGAP20 ARMC6 ARRDC3 ASPHD1 ASS1 ATAD3A ATAD3B ATOSB ATP5MC1 ATP6V0B ATXN7L2 B3GALT2 B4GALT2 BARHL1 BATF3 BCL2 BCL7C BEND4 BMP2K C9orf85 CA14 CACNA1D CAMKV CCDC191 CCDC6 CDC14A CEBPB CELF1 CHRM1 CHST11 CIART CLCN2 CMTM8 CNST COL2A1 COPS7A CTBP2 CTIF CTSF DCHS1 DCTPP1 DCUN1D4 DERL3 DLC1 DLX1 DNAJB9 DNMT3A DUSP4 E2F8 EIF3J EIF4B EIF4G1 ELOVL6 EN2 ENPP6 EPB41 ESYT1 ETV1 FBL FBXL19-AS1 FGF11 FGF6 FHOD1 FKBP10 FKBP5 FLT3 FOXJ3 FOXO3 G6PC3 GADD45B GADD45G GCSH GIT1 GJA1 GNA13 GPC3 GPD1 GPS1 GRIN2A GRK6 GTPBP1 HBP1 HHIP HMGN2 HMOX1 HOXB7 HOXC13 HPCA HRH3 HS3ST3A1 HSPA9 HSPD1 HSPE1 HYAL2 IGF2BP1 IL1RAPL1 INO80 IPO13 IPO4 IQGAP2 JADE1 JPH1 KANSL1L KAT6A KCNK5 KDM3A KIAA0586 KICS2 KLF10 KLF11 KLHL28 KRTCAP2 L1CAM LAP3 LHX9 LIG3 LIN28A LMNB1 LPCAT4 LRRC59 MAEL MAP7 MAPKAPK3 MAX MCM8 METTL13 MFHAS1 MGME1 MIA2 MINK1 MNT MON1A MTHFD1 MXD4 MYCL NDUFS1 NEFM NEUROD2 NEUROD6 NKX2-2 NOP56 NPM1 NR1D1 NR5A1 NRAS NRXN1 NUP153 NXPH1 OSR1 PA2G4 PABPC1 PABPC4 PANK3 PCDHA10 PDIA2 PDK2 PES1 PFKFB3 PFN1 PHF20 PLA2G4A PLAG1 PLAGL1 POGK POGLUT1 POLR3A POLR3E POU3F1 PPARGC1B PPAT PRDX4 PRKCE PRKCG PRMT1 PRR7 PSEN2 RAB2A RAB30 RAD9A RAMP2 RBBP6 RBM3 RCL1 RCOR2 RHBDD3 RIDA RNF128 RNF43 RPIA RPL13A RPL22 RPUSD4 RSPO2 RTN4RL2 RUNX2 RXRB SC5D SCFD2 SCRT2 SCYL1 SEMA3F SEMA7A SEPTIN3 SEZ6L SFXN2 SGTB SH3KBP1 SLC12A5 SLC17A2 SLC20A1 SLC25A33 SLC38A5 SLC43A1 SLC9A5 SNCAIP SOCS5 SOX12 SPINK5 SRP72 ST6GAL1 STAT3 STMN4 SYBU SYNRG TAFA4 TEF TESK2 TET2 TIAL1 TIMM10 TIMM9 TLE3 TMED10 TMEM132E-DT TOGARAM1 TOP1 TPM2 TRMT2A TXLNG U2AF2 UBA1 UBR4 UBXN1 USP2 USP34 UTP18 VARS2 VGF VPS16 VPS50 VWA2 WBP2 WEE1 WWP2 XRN2 YBX1 ZCCHC7 ZFP91 ZHX2 ZMYM6 ZNF296 ZNF565 ZZZ3 NRF1_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NRF1_Q6 ABI2 ACOT13 ACTR1A ADAM10 ADO AFG3L1P AIP ALG8 ARFGAP3 ARHGEF15 ARMC8 ARRB2 ASIC1 ATP6V1D ATXN7L2 BAG6 BCKDHA BCL7A BMERB1 BTBD3 C16orf87 C21orf58 CACUL1 CBFB CBX6 CBY1 CCDC106 CCDC12 CCDC97 CCNI CCNJL CCR10 CCT3 CD320 CDK16 CDK2AP2 CENPBD1P CENPO CFL1 CHMP2A CIPC CKS2 CLGN CLOCK CNOT9 CNTNAP1 CNTROB COG6 COX7A2L CRK DAW1 DCTN5 DDIT3 DISP2 DNAAF1 DNAJA1 DNAJC3 DNMT1 DOK6 E2F6 EDEM3 EEF1AKMT1 EID2 EID2B EIF1 EIF2S1 EIF3K EIF5A ESCO1 EXOG EXOSC5 FAM120C FAM13B FGF12 FGFR1OP2 FMR1 FNBP4 FOXO4 FUS FUT8 FXR2 GABRB1 GABRB2 GOLGA1 GPATCH11 GRIN2B GTF2F1 HIBADH HILPDA HMMR HNRNPH1 HNRNPL HOXC4 HOXC6 HSDL1 HTN1 IFT80 INO80C INTS13 INTS2 INTS3 IRF2BPL JAG1 KANSL1L KCNK5 KDM2A KDM4C KDM5C KRCC1 LRP1 LSM12 MAGED1 MAGED2 MAGI1 MAP2K7 MAP4K1 MAP7D2 MAPT MAZ MCRS1 MECP2 MEPCE MIB1 MOK MPDU1 MRI1 MRPL22 MRPL45 MRPS18B MRTFB MST1 MTFR1 MTRFR NAA25 NARF NAT8L NDUFB8 NEK8 NF1 NFYA NNAT NRGN NUDCD2 OARD1 PABIR2 PACRG PALB2 PALS1 PAQR4 PAXBP1 PCIF1 PCNT PDCD2L PDE7A PDRG1 PDXDC1 PGRMC2 PHAF1 PHC3 PHF1 PLEKHA1 PLOD3 POLA2 POLH POP7 POU2F1 POU4F2 PPME1 PPP1R10 PPP1R12A PPP1R15B PPP4R4 PREB PRKN PRPF6 PSD PSMA4 PTGES3 PTPN2 RAB10 RAB18 RAVER1 RBBP8 RETREG3 RHOA RILPL1 RNF111 RNF123 RPRD2 RTF1 RXRB SAMD10 SEC14L1 SEC24C SELENOI SENP7 SF1 SGF29 SHMT2 SLC39A7 SMAD5 SMAP2 SMC4 SMG6 SND1 SNRNP70 SNX12 SPATA5L1 SPINT2 SPOP SPRY4 SRR SRRM1 SRSF1 SRSF7 SRSF9 SSBP4 STX12 SUFU SYNGR4 TCTA TDP2 TECR THAP12 TMEM143 TMEM179 TMEM255A TMEM50A TMF1 TNKS2 TRAPPC1 TRIM28 TRIM39 TSACC TTLL4 TUBG1 TUBGCP4 U2AF2 UBAC2 UBE2K UQCC2 USF2 USO1 USP37 UXS1 VAT1 VAV3 WNT5A XPO5 XRCC1 YWHAE ZCWPW1 ZGRF1 ZNF248 ZNF286A ZNF287 ZNF428 ZNF638 ZNF653 ZNF800 ZNHIT1 ZSCAN29 NRF2_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NRF2_01 AAAS ACAD11 ACIN1 ACP2 ACTR2 ACVR2A AGL AKAP12 AKT1S1 ALX3 AP1M1 AP5M1 ARF3 ARHGAP1 ARHGAP4 ARHGEF7 ARL5B ARPC5 ATP6V1D AZI2 B3GAT3 BATF2 BAZ1A BCDIN3D BCL2 BCL2L1 BIN3 BTAF1 C14orf119 C2orf27A CAP1 CBX8 CCDC85B CD2BP2 CDC123 CELF1 CEP95 CHERP CHUK CKS1B CLMN CNPPD1 COQ10B COX15 CPEB4 CPSF7 CPT2 CRB3 CSAD CSGALNACT2 CSNK2B CTTNBP2NL CUTC CWC25 DAXX DAZAP2 DCTN5 DCUN1D3 DDIT3 DDOST DDX39B DDX5 DDX50 DHX8 DIABLO DLST DNAJC1 DNAJC7 DNMT1 DPP8 DR1 DRP2 DTX2 E2F4 EDC3 EDC4 EGR2 EIF2B2 EIF2S1 EIF3D EIF5A ELK4 EMG1 EPN1 ERCC1 EXOC5 FAM174A FBXL9P FBXO22 FBXO3 FBXW9 FGFR1OP2 FIBP FMR1 FRS2 FYCO1 GNAI2 GNAI3 GNL2 GPANK1 GSPT1 GTF2A2 GTF3C1 GTSF1 HERC4 HMBOX1 HMG20A HNRNPD HNRNPLL HSPH1 ING4 INSIG2 INTS13 INTS3 INTS9 IQGAP1 ITFG1 ITM2C KAT5 KCNAB2 KDM5C KICS2 KLHL17 KMT5A KTI12 LIN28A LRRC1 LRRC41 LRRC49 LSR LYRM1 LZIC MARK3 MED8 MEGF8 MLEC MON1B MPZL3 MRPL3 MSANTD2 MTF1 MTFR1L MTMR2 MTMR4 MTPN NF1 NIPBL NKIRAS2 NLRC3 NMNAT1 NOC2L NR1H2 NRAS NUDT21 NUDT5 ODAD3 PAFAH1B2 PALB2 PHB2 PHF23 PHF6 PHKB PHLDB3 PLOD3 POMP PPME1 PRDX5 PRKACB PRKCSH PRPF19 PSENEN PSMD12 PSMD13 PTRH2 PYM1 PYROXD1 RAB1B RAB25 RAP2C RETREG2 RGL1 RGS19 RMND5B RNPS1 RPL27 RPL29 RPL34 RPL34-DT RPL37 RPL6 RPS10 RPS18 RPS5 RRAS SCAMP2 SCN4B SDHAF2 SDHD SEC11A SEC24C SENP1 SERBP1 SF3B4 SHC1 SIRT3 SLC6A14 SPINDOC SPTY2D1 SRSF4 SRSF6 STK11IP STK4 SYNRG SYT5 SYVN1 SZRD1 SZT2 TBC1D17 TBCC TCF7 TFCP2 THAP10 TIGD6 TIMM8B TM2D3 TMCO1 TMEM208 TMUB2 TNFRSF1A TNKS2 TOMM22 TOMM40 TOMM70 TRIM44 TRMT112 TSPAN31 TUFM TYMP U2AF1L4 UBA1 UBA5 UBE2F UBE2N UBXN1 UFC1 UGGT2 UHMK1 UQCRH USF1 VAX1 VMP1 VPS52 VPS53 WDR74 WWP2 ZBTB11 ZBTB26 ZBTB41 ZDHHC5 ZFHX3 ZNF184 ZNF22 ZNF22-AS1 ZNF23 ZNF322 ZNF384 ZNF408 ZNF585A ZNF585B ZNF653 ZNF687 ZNF689 ZNHIT1 NRF2_Q4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NRF2_Q4 ABCA2 ABCB6 ABCD1 ABHD4 ADAM15 ADCYAP1 AKT3 ALDOA ALS2 APBA1 ARHGAP8 ASS1 ATP1B1 ATP6V0A1 BACH1 BAG2 BAZ2A BCL9L BEND7 BEX2 BICDL1 BLMH BLVRB BNIP3 BRD2 BTK C6orf62 CAB39 CACNB2 CANX CAPN12 CAPN6 CCDC126 CCDC14 CCDC186 CD44 CDC42SE1 CDH23 CELA1 CHP1 CLC CLDN15 CLEC10A CNBP CNTN6 COQ8B CPNE8 CRYBA2 CRYGS CSMD3 CSNK1G2 DCTN2 DDX17 DMD DRP2 DTX2 DUSP13 EEF1A2 EIF4G1 EML3 ENO1 EPB41L1 EPHB2 ESRRG ETV5 EXD1 F2RL2 FBXO30 FCHSD1 FGF1 FGF11 FGF12 FGF9 FLNC FOXN1 FRMD4A FTSJ3 GADD45G GAPDH GAS2L1 GAST GK GPR21 GPX2 GSE1 GTF2A1 H3-3B HOXA3 HSP90AB1 HSPA9 HSPG2 IDS IL6 INHA IPO13 ITM2B ITPKC JOSD1 KBTBD8 KCNA2 KCND1 KCNH3 KIF5A KRT33B KRT36 LAMA3 LAMC1 LGI3 LIMK1 LIN54 LINC00649 LINC02908 LMO4 LOXL4 LRP1 LRP1B LRRFIP2 LYSMD2 MACO1 MAP2K1 MAPRE3 MASP1 MAST1 MAST2 MCF2 MDFI METTL2A METTL2B MGST1 MIA2 MIDEAS MINK1 MIR22HG MLLT11 MMP19 MMRN2 MNT MRPL32 MSTN MYH14 NDRG2 NECAB3 NOG NOL4L NOTCH4 NR1D1 NR5A1 NRN1L NRXN2 NUAK1 NUDT10 NUDT11 OGG1 PAFAH1B1 PDE4D PDZRN4 PER2 PFN2 PHLDA2 PIAS1 PITPNC1 PKN3 PLEC PLEKHH3 PPP1R9B PPP2R2B PPP2R2C PPP4R4 PRDM1 PRR7 PRX PSMA2 PSMA3 PSMC5 PSMD1 PSMD12 PSMD2 PSMD4 PSMD7 PSME4 RAB5IF RAB6A RABEP1 RAN RARG RB1CC1 RBBP7 RBM39 RDH5 REXO2 RGS2 RHOH ROM1 RTN3 S1PR1 SEC24D SEL1L3 SFXN5 SH3BGRL2 SKP1 SLC11A1 SLC16A6 SLC26A1 SLC38A2 SMAD6 SMPX SNCG SOBP SOST SPTA1 SPTBN4 SQSTM1 SRPX2 SYNPO SYT2 SYTL1 TBL1X TBL1Y TBXAS1 TECPR1 TENM3-AS1 TEX19 TFAP4 TFEC TFPI2 TGIF1 TIAL1 TLL1 TMEM151A TMEM54 TNRC6C TNXB TOMM70 TREX1 TTC1 TUBA1C TUBA4A TUBA4B TUBB TXNRD1 UBE2L3 UBXN4 UCHL1 UNKL USP13 USP14 VCP VPS26A WBP4 WDR81 WNT2 XPOT YIF1A YWHAG ZC2HC1C ZFHX4 ZIC1 ZIC4 ZNF771 NRSF_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NRSF_01 AMER3 APBB1 ATP2B2 ATP6V0A1 BARHL1 BDNF BRINP1 CALB1 CDK5R1 CDKN2B CELF3 CHAT CHGA CHKA CHRNB2 COL5A3 CRYBA2 DDX25 DNER DPH2 DRD2 DRD3 ELAVL3 FGD2 FGF12 GABRB3 GABRG2 GDAP1L1 GHSR GLRA1 GLRA3 GPRIN1 GRIN1 GRM1 HCN1 HCN3 HES1 HHATL HNF1A HTR1A HTR5A INA KCNH4 KCNH8 KCNIP2 KRT86 L1CAM LHFPL5 LHX3 MAPK11 MGAT5B NCAN NEFH NEFM NPAS4 NPPB NRSN1 OGDHL OMG PAQR4 PCSK2 PDZD7 PHYHIPL POMC POU4F2 POU4F3 PRG3 PRLHR PRMT3 PTPRN PUS3 RASGRF1 RNF13 RPH3A RUNDC3A RXFP3 SARM1 SCAMP5 SCN3B SEZ6 SLC12A5 SLC17A6 SLC35G2 SNAP25 SRRM4 SST STMN2 SYT4 SYT6 TAOK3 TLCD3B TMEM179 TRIM9 VGF VIP ZNF335 ZNF579 OCT1_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OCT1_01 ACBD4 ACTG2 ADNP ADORA2A ALDH1A1 ALK ANK3 ASCL3 ASXL1 ATF7IP ATOH1 ATP1B2 ATP6V0C BARHL2 BCO2 BCOR BEND4 BRINP3 BTK C10orf71 C1orf122 C2CD5 C2orf16 CACNA1C CADM1 CADM2 CCN1 CCND1 CD180 CDC42EP3 CDK2 CDR2L CDX2 CEP41 CES5A CITED2 CLCA3P COL25A1 COLCA1 CPA4 CPD CRACR2B CRYZL1 CSF3 CSMD3 CSN1S1 CSNK1A1L CSRNP3 CXXC4 DGKG DIP2B DLGAP4 DLL3 DLX1 DMD DNAH5 DNAH7 DOK3 DUSP6 DYNLT5 E2F3 EGLN3 EGR2 EMILIN3 EPHB3 ETV1 FAM117A FBXO24 FCHSD1 FEZF2 FGF20 FOXN1 FOXP1 FTHL17 FZD4 GAB2 GCM1 GNB3 GPC4 GPR4 GPR42 GPR85 GRHL3 GUCA1A H2AC14 H2AC20 H2AC21 H2AC25 H2AC6 H2BC14 H2BC21 H2BC3 H2BC4 H3-3B H3C3 HDAC9 HIVEP3 HNF1B HORMAD2 HOXA10 HOXA3 HOXA5 HOXB6 HOXC5 HOXD11 HPCAL4 ID3 ID4 IGSF21 IL25 ING1 IRAK1 IRX2 IRX2-DT ITPR3 ITPRIP ITSN1 JARID2 KCNJ13 KCNN3 KCTD4 KIF13A KLF12 KLHL1 KRT222 LCOR LETM2 LHX6 LINC00470 LIPG LLGL2 LMO3 LMO4 LPL LRCH4 LRRN1 LYN MAF MAP2K6 MBIP MCC MID1 MIR17HG MITF MMP1 MPPED2 MTUS1 MYF5 NDP NDUFA4L2 NEDD4 NEIL3 NEK10 NEUROG1 NFIA NFIX NFYB NIN NKX2-2 NR2F2 NR6A1 NRL NRXN1 NRXN3 NSMCE3 NUDT3 NUFIP2 NXPH1 NXT2 OPA3 OTX2 PAX6 PBX1 PCDH1 PCDH20 PCDH8 PDE4D PDGFRB PDZRN4 PFKFB1 PHC2 PHOX2B PIM2 PLEKHA6 PLPPR2 PMEL POU2F1 POU3F4 PPP1CC PPP2R3A PRDM10 PRKG1 PROKR2 PRR34 PRRC2A PTEN PYGO1 RAB26 RCAN1 REL RHOB RHOBTB1 RHOBTB2 SCML4 SEC22A SEL1L3 SERTAD4 SESN3 SFRP2 SGCA SH3BGRL SIAH3 SKIDA1 SKIL SLC19A3 SLC1A2 SLC24A1 SLC24A3 SLC25A12 SLC25A35 SLC6A15 SLC7A11 SLITRK6 SNCAIP SOX5 SP6 SPIB SPRR2A SPTY2D1 SREBF2 SRF SRSF8 STAG1 SYNPR SYT1 TAS1R2 TBR1 TBXAS1 TCF12 TCF4 THAP2 THRA TMSB4XP1 TMSB4XP4 TMSB4XP6 TMSB4XP8 TP53INP2 TRAF3IP2 TRPS1 TSC1 TSNAX TSPAN13 TSPYL2 TTI2 UBE2S UPK3A UQCC2 UTP18 VGLL3 WNT6 YRDC ZBTB20 ZBTB32 ZEB2 ZFC3H1 ZFX ZFY ZHX2 ZNF423 ZNF428 ZSCAN20 OCT1_02 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OCT1_02 ACVR1C ADAMTSL1 AFF3 AHCY ANK3 ANKRD1 AR ARHGAP6 ARPC5 ARPP21 ASPM ATF7IP BCL2L1 BCO2 BLCAP BNC2 BUB3 C8orf17 CACNA1C CACNA1D CARF CCDC91 CDKN2C CDX2 CEP120 CEP41 CHCHD7 CHML CHRDL1 CNTN6 COL9A1 COLCA1 COMMD10 CPNE1 CREB3L1 CSMD3 CSNK1A1L CXCL14 DAAM1 DCN DCX DDX17 DIP2B DLG2 DLGAP4 DLX1 DMD DMRTB1 DNAH9 DNAJA4 DOC2A DPYSL2 DSCAM DTNA DYNLT5 DZANK1 ELAVL4 ENTPD1 ERBB4 ESRRG FES FGF13 FGFR1 FNBP4 FOXP1 FOXP2 FUT8 FZD8 GABARAPL2 GABRG2 GAL3ST1 GAP43 GFOD1 GNAL GPBP1 GPC3 GPR17 GSC HCN4 HDAC9 HFM1 HIC2 HMGB2 HORMAD2 HOXA10 HOXB1 HOXC11 HOXC5 HS3ST4 IL1RAPL1 INSM1 IQUB ITGAL JAG1 JAM3 KCNIP4 KCNJ13 KCNN3 KIRREL3 KIRREL3-AS3 KRTAP8-1 LINC00052 LINC01597 LIX1 LOX LPL LRRN3 LTBP1 MAML3 MAP2 MARCHF10 MBNL1 MEIS1 MYH4 NECAP1 NFIA NHLH1 NKRF NPAS3 NPM3 NPTX2 NRK NRXN3 NSMCE3 OLIG3 OMG OR10J1 OTOS OTP PAX2 PAX6 PCDHGA1 PCSK2 PDE1A PDE4D PDZRN4 PFKFB1 PHF21B PHKA2 PHLPP1 PHOX2B PIK3R3 PKNOX2 PLAG1 POLR2A POLR3F POU2F1 POU4F2 PPARGC1A PPFIA2 PRDM8 PRKRIP1 PRL PTF1A PTPRJ PTPRN PURA RAB10 RASGEF1B REST RGL1 RGS8 RNF2 RPS19 RUNX1 RUNX1T1 SDCCAG8 SDHC SEMA3A SEPHS1 SIAH3 SKP1 SLC25A35 SMARCA2 STC1 SULT2A1 TAFA1 TBR1 TCEAL1 TCF4 TDRD5 TENM1 TET2 TGIF1 THRA THRB TIAL1 TMEM131L TMEM88 TMSB4XP4 TMSB4XP6 TMSB4XP8 TNNI3K TRDN TRPC4 TRPS1 TSC1 TSHB TUT1 TYRO3 UBE4B VGLL3 WDR12 YWHAB ZBTB20 ZBTB32 ZBTB4 ZHX1 ZIC1 ZIC2 ZIC4 ZNF385B ZNF428 ZNF521 ZNFX1 OCT1_03 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OCT1_03 AAK1 ACP6 AJUBA AMD1 ANAPC15 ANKS1B AP1G1 AP1S2 AP5M1 ARHGEF7 ARL1 ARSB ASB18 ATL3 ATOH7 ATP6V0A1 BACH2 BAMBI BARHL2 BCL2L2 BDNF BEND4 BMP4 BUB3 C2orf73 CACNA2D3 CACNG2 CASZ1 CDH22 CDH6 CDKN2C CHCHD7 CHD2 CITED2 CLVS1 CNTLN COL4A5 COL8A1 CREB5 CTNND2 CX3CR1 DAB1 DCN DCTN3 DDX17 DLC1 DLGAP4 DLX1 DLX2 DMC1 DMD DNAJB8 DPH5 DPY30 DRD3 DYRK1A ELK3 EMX2 EN1 ENSG00000291228 ERRFI1 EVA1A EXOC5 EYA1 FAM53B FAM53C FAM89A FAP FBXO11 FBXW7 FEZF2 FGD4 FGF13 FGF19 FLRT1 FNBP4 FOXN3 FOXO3 FOXP2 FRA10AC1 FRMPD1 GDAP1L1 GFI1B GLDN GPC3 GPR119 GPR21 GRAMD1C GRWD1 GSX1 HDAC9 HNF1A HNRNPK HOXA3 HOXA4 HOXB4 HOXB5 HOXC4 HOXD4 HTN1 IGFL3 IL19 IL1RAPL1 IL21 ISL1 JAG1 JPH1 JPH3 JUP KCNQ4 KDM4A KIF2B KLF12 KLHL28 KMT5C KRT32 LIFR LINC00052 LINC01597 LMO1 LMO3 LMO4 LTBP2 MBNL1 MCTP1 MED24 MEF2C MEIS2 MID1 MIR17HG MIR9-1HG MITF MLIP MOAP1 MPP4 MPPED2 MS4A7 MTMR11 MYLK NAP1L2 NDST1 NEK7 NEO1 NFIX NFKBIA NOL4 NPTX2 NPVF NR1D1 NR4A3 NRP1 NRP2 OTUD7B OTX2 PABIR2 PAIP2 PALS1 PDGFRA PHF12 PHOX2B PIAS1 PIPOX PLAG1 PLEC PLEKHH3 PLPP1 PLPP7 PLXNA2 POLDIP3 PPARG PPP2CA PPP2R2B PRDM1 PRKG1 PTCHD4 PTPRG RBFOX1 RCAN1 RCAN2 RCOR2 RFT1 RIMS2 RIT1 RMI1 RNF11 RNF148 RPA3 RPLP0 RPS6KB1 RUNX1T1 SALL1 SELENON SEMA3A SETD2 SKIL SLC6A11 SLC6A5 SLC7A11 SLF2 SMPX SNX12 SOX14 SOX5 SRSF6 STAG2 TAC3 TBL1X TBX6 TCEAL7 TCF4 TENM3-AS1 TENT4B TEX264 TFAP2D TFIP11 TGM4 TLK1 TMEM132E-DT TMEM178A TMOD3 TMPRSS3 TMTC2 TNMD TOGARAM1 TP53BP1 TP53I11 UBE2D3 UBE2K UNC45A VPS45 WDPCP WDR47 WNT8B ZFP36L1 ZNF385B ZNF423 ZNF654 OCT1_04 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OCT1_04 ACBD4 ACKR4 AGBL4 AHCY ANK3 ANKRD17 ANKRD39 ARF6 ARHGAP30 ARMCX4 ARMH4 ARPC5 ATOH1 ATP1B2 BARHL2 BCL11B BCL2L1 BCL6 BNC2 C12orf57 C21orf62 C2CD5 C8orf34 C8orf82 CACNA1C CACNA1D CADM1 CADM2 CASK CCDC91 CCND1 CD86 CDC42EP3 CDH13 CDX4 CHD2 CHD6 CHM CLCA3P CNMD CNOT2 CNTF CNTN6 COLCA1 COMMD10 CPEB4 CSF3 CUX1 DIXDC1 DLG2 DLX1 DMD DTNA EHF EIF4A1 ELAVL4 ENSG00000291228 EPHB3 ETV1 EYA1 FAM50A FBXL19-AS1 FES FEZF2 FGF13 FNBP1 FOXG1 FOXP1 FOXP2 GAB2 GABRG1 GABRG2 GALNT1 GDI1 GNAO1 GPM6A GPR85 GRIK3 GRIN3A GRM8 H3-3B HDAC9 HFM1 HNF1B HOXA10 HOXA3 HOXB3 HOXC10 HOXC4 HOXC5 HOXC6 HOXD10 HOXD4 HS3ST1 IL17F IL25 IRAK1 IRX4 ISL1 ITM2B JAM3 JAZF1 KCNJ13 KCNQ1DN KCNQ5 KCNS3 KRT8P41 LAMTOR5 LCOR LDB2 LINC01597 LMNA LMO3 LMO4 LRMDA LUC7L3 MAB21L2 MAP2K6 MBNL1 MEF2C MEIS1 MID1 MITF MNT MOXD1 MPPED2 MYO18A NCALD NCAM1 NCOA5 NDP NDUFA4 NEUROG1 NFIA NFIX NIN NOTCH2 NOTCH2NLA NPHP4 NPTX2 NR3C2 NR6A1 NSF NSMCE3 OLFML3 OLIG3 OMD OPCML OR10A5 OR10J1 PATZ1 PAX2 PAX6 PBX1 PDE1A PDZRN4 PHKA1 PHOX2B PI4KB PITX2 PKP4 PLAGL1 PMCH PNMA1 POU2F1 POU3F2 POU3F4 PPIP5K2 PPP2R3A PPP3CB PRDM2 PRKCB PROKR2 PRRC2A PTEN PTPRD PURA RAB6C RELCH RGL1 RHOBTB2 RUNX1 SALL3 SCEL SCML4 SCP2D1 SCUBE2 SEL1L3 SERTAD4 SH3BGRL SHOX2 SKIDA1 SLC17A6 SLC26A7 SLC35C2 SLC38A4 SLC7A11 SLITRK2 SMARCA2 SOX5 SP6 SRSF7 ST13P4 STOML2 STX12 SYNPR SYT6 TAL2 TAS2R13 TBR1 TBXAS1 TCEAL1 TDRD5 THAP2 THRA TMSB4XP1 TMSB4XP4 TMSB4XP6 TMSB4XP8 TMTC2 TOPBP1 TP53INP2 TPD52 TSPAN13 TSPYL2 TTI2 TWIST1 UBE2E4P UCKL1 UNC13B UQCC2 VGLL3 XYLT2 YTHDC2 ZBTB10 ZBTB20 ZC3H14 ZFC3H1 ZFPM2 ZIC1 ZIC3 ZIC4 ZNF362 ZNF407 OCT1_05 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OCT1_05 ACYP2 ADGRL1 ADNP ADNP2 ADORA1 ALDH5A1 AMBN ARAP2 ARHGAP4 ARHGEF38 ARMC6 ARMCX4 ASCL3 ATP2A2 BARHL2 BCL2 BHLHE22 BNC2 BTK C2CD5 C2orf16 CADM1 CADM2 CAMKV CD40LG CDCA7 CDK2 CDX1 CDX2 CDX4 CEP120 CEP41 CES5A CNMD CNNM4 COL12A1 COL25A1 COLCA1 CPA4 CPNE1 CRACR2B CRH CSN1S1 CSRNP3 CTAGE4 CTNND1 DCAF17 DCN DENND1B DGKG DKK1 DLX1 DMD DPYSL3 DTNA DUSP6 EBF1 EDN1 EGR2 EHF EIF3J ELK3 EMILIN3 ENPP1 ESRRG FEZF2 FGF14 FGF20 FGFR2 FOS FOXK2 FOXP2 FSTL5 FZD4 GABRB1 GADD45G GALNT1 GCM1 GGNBP2 GNA14 GPM6A GPRC5B GRHL3 GRIA3 GSC H2AC20 H2AC25 H2AC6 H2BC26 HIVEP3 HMGB1 HNF1B HOXA10 HOXA3 HOXA5 HOXB1 HOXB2 HOXB3 HOXB9 HOXC11 HOXC5 HOXD11 IKZF2 IL1RAPL1 IL25 IL6 IMPG2 ING1 IRX2 IRX2-DT ISL1 ITCH ITPR3 JCHAIN KCNN3 KCNT2 KRT18P55 KRTAP8-1 LCOR LDB2 LGI1 LHX6 LIG4 LINC01138 LINC01567 LMO3 LPL LPP LRFN5 LRMDA LRRN1 LRRN3 LYN MAB21L3 MAML3 MANF MAP2K6 METTL8 MID1 MIR17HG MRAS MTUS1 MYBPC1 MYH1 NEDD9 NEIL3 NEUROG1 NFYB NIN NKX2-1 NOL4L NOS1 NR2E1 NR4A3 NRL NRP2 NUDT3 OR10J1 OR8B8 PANK4 PARP6 PARP8 PAX6 PCDH8 PDE4D PHOX2B PI4KB PIM1 PIM2 PKNOX2 PLEKHA6 PLPPR2 PMEL POU2F1 POU2F3 PPM1E PPP2R3A PRDM10 PRDM12 PRKCB PROKR2 PROM1 PRR34 PRRX1 PTEN PTPN2 PURA RARB REM2 RFTN2 RGS13 RGS3 RHOB RHOBTB1 RHOBTB3 RNF38 ROGDI RPP21 RRAS SATB2 SCML1 SCML4 SCNN1A SEC22A SEMA6C SEMA7A SERTAD4 SH3GL3 SIX1 SKIDA1 SLC19A3 SLC39A13 SLC6A15 SLC7A11 SLC9A7 SLIT3 SMPX SOST SOX5 SP6 STAT4 STMN2 SUGP2 SVIL SYT1 TAAR1 TAS2R40 TBR1 TBXAS1 TCF12 TCF7L1 TFAP4 THRA TLL2 TMOD2 TMSB4XP4 TMSB4XP6 TMSB4XP8 TOPBP1 TRERF1 TREX2 TRPM1 TSPAN13 UBE3A VGLL3 VPREB3 YWHAB ZBTB18 ZBTB20 ZFP36L1 ZHX2 ZNF271P ZNF423 ZNF428 ZNF485 OCT1_06 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OCT1_06 ADNP2 AGBL2 AGRP AICDA ALDH1A2 AMIGO3 AMMECR1 ANK3 ANXA8 ARF3 ASAH1 ASCL3 ATP13A3 ATP1B1 ATP2B1 ATP5MC2 BAZ1A BCL2 BDNF BEND4 BRINP3 C1orf122 C3orf14 CACNA1D CACNB3 CARS1 CBFA2T2 CCDC116 CCN1 CD36 CDC42EP3 CDKL5 CELF2 CELF4 CETN1 CHD2 CHD9 CHML CIAO1 CLN5 CNFN CNMD CNTF CPNE1 CREB5 CREBZF CTSK CUX1 DCANP1 DCLK1 DCUN1D3 DHRS4 DLG2 DLGAP4 DLX1 DPYSL3 DUSP10 E2F3 EIF4A1 EIF4E ELAVL2 ELOA2 ELP4 EN1 ENSG00000291228 EP300 ERBB4 EVA1C EYA1 FBXW7 FDX2 FEZF2 FGF12 FGF19 FGFR3 FIGN FOXN3 FOXP1 FOXP2 FSBP FSIP2 GABRQ GALNT12 GARRE1 GEMIN7 GLB1L3 GNAO1 GPC4 GPM6A GPR27 GPRIN3 GRM7 H2AC1 H2BC1 H3-3B HABP2 HCAR2 HCAR3 HIPK1 HNF1B HNF4G HNRNPA0 HNRNPLL HOXA11 HOXA7 HOXB4 HOXB8 HOXC11 HOXC4 HOXD11 HOXD4 HOXD8 HS3ST1 HTR4 ID4 IGF1 IMMP1L INPP4A IRX2 IRX3 KBTBD8 KCNQ1DN KCTD5 KLF15 KLHL11 KLHL13 KRTAP11-1 KRTAP15-1 KRTAP8-1 LDB2 LGI1 LIN54 LINC01164 LMO1 LMO3 LOX LRMDA LRRN1 LRRTM3 LUC7L3 LY6G5B LYRM1 MAF MAP4K5 MARCKSL1 MBD5 MBNL1 MCTS1 MECOM MID2 MNT MPPED2 MSR1 MTRF1L NCOA3 NDRG2 NDST4 NEUROD6 NEUROG1 NFIA NFIB NFYB NLK NME3 NOL4 NPR3 NPTX2 NR2F1 NRAS NSD1 NTRK3 ODF1 OLIG3 OMG OPN5 OSBPL6 OTX1 P2RY10 PACSIN3 PALMD PART1 PAX2 PCDHGA1 PDE4D PDZRN4 PELP1 PEPD PHOX2B PIM2 PIPOX PITX2 PKP4 PLAG1 PLSCR2 PLXNA2 PMP22 POLG2 PPP1R36 PROKR2 PRRX1 PTPN1 RALYL RARB RBFOX1 RCOR1 REST RPA2 RTL3 RUSC1-AS1 SAT1 SATB1 SCAF4 SCN3A SCNN1A SCUBE3 SEMA6A SEMA6C SERTAD4 SH3BGRL SLC26A7 SLC44A1 SLC4A4 SLITRK4 SOST SOX18 SOX5 SREK1 SRPK2 SRSF1 SRSF6 SSX3 SSX5 SSX7 SSX9P STC1 STMN2 SULF2 SYNE2 TAFA1 TCEAL1 TENM3-AS1 THAP12 TKTL2 TLE3 TMEM127 TMEM178A TP53INP2 TPT1P8 TRERF1 TSNAX TTBK2 UCMA USP28 VAMP2 VPREB3 VPS37A WDR33 WNT6 YRDC YTHDC2 ZBTB10 ZBTB20 ZEB1 ZFPM1 ZHX2 ZNF296 ZNF366 ZRANB1 OCT1_07 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OCT1_07 ABL2 ADD3 ADORA2A ANKRD11 ASXL1 ATM ATOH1 ATP13A4 BACE2 BARHL2 BCL11B BCOR BDNF BRD8 BTBD3 C17orf58 C2CD5 C7orf33 CABCOCO1 CADM1 CAMKV CCDC14 CCDC80 CCDC91 CCND1 CD36 CD79B CDK14 CLVS1 CNTNAP4 COLCA1 COMMD10 CPEB4 CRYZL1 CSF3 CSN1S1 CSNK1G1 CXADR DCUN1D3 DIXDC1 DTNA ELAVL4 ELP4 EN1 ESRRG ETV1 FAM50A FAM53B FAM53C FAM98A FBXL19-AS1 FGF11 FGFR2 FOXB1 FOXN3 FOXP2 FRMD4A FZD4 GDI1 GPR85 GRHL2 GRHL3 HDAC9 HEPACAM HEPH HNRNPH1 HOATZ HOXA10 HOXD9 HS6ST2 IGF2-AS IL17F IL25 IMMP1L IRAK1 IRX2 IRX2-DT IRX4 ISL1 ITSN1 JAZF1 KCNN3 KCNQ1DN KCNQ5 KIF3B KMT2C KRTAP11-1 LAMP5 LDB2 LINC00470 LMO4 LRFN5 LYRM1 MAGEE2 MAP3K20 MBP MGAT4C MID1 MKS1 MTUS1 MYO18A MYT1 NDP NEDD4 NEIL3 NEK10 NEO1 NEUROD6 NFIA NFIX NOL4L NOS1 NPHP4 NR2F1 NUBPL NUDT3 NUDT6 NXPH1 ODAPH PABIR3 PDZRN4 PHOX2B PLCB1 PLEKHA6 POU3F4 PRICKLE2 PRR34 PTGR3 PTPN22 RAB26 RALGPS2 RANBP6 RARB RCAN1 RFTN2 RUNX1 RUNX1T1 SALL1 SALL3 SCML4 SCOC SCRN1 SEMA5B SERTAD4 SKIDA1 SLA SLC25A13 SOX3 STOML2 TBXAS1 TGM3 TMOD2 TMTC2 TNNI3K TOB1 TRAF3 TRERF1 TSPYL2 TUBB4A UBE3A USP28 WNT11 XYLT2 ZBTB10 ZIC1 ZIC4 ZNF148 ZNF271P OCT1_B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OCT1_B ABTB2 ACBD4 ACSBG1 ADNP2 ADORA1 ADORA2A ALDH1A1 ALK AMER1 APOBEC4 ARHGAP4 ARMCX4 ARPC5 ASCL3 ATF7IP BCL2 BCO2 BCORP1 BDNF BEND4 BIN3 BLNK BTK C10orf71 C12orf57 C2CD5 CACNA1C CADM1 CADM2 CCN1 CD180 CD79B CD86 CDH13 CDK2 CDR2L CDX2 CDX4 CEP41 CHD6 CLCA3P CNNM4 COL23A1 COL25A1 CPD CRACR2B CRISP1 CRYZL1 CSF3 CSMD3 CSNK1E CSRNP1 CSRNP3 CXXC4 DLG2 DLGAP4 DMD DNAH5 DOK3 DPYSL3 DUSP6 E2F3 EAF2 EBF1 EGR2 EHF EIF1AX EPHB3 ESRRA ETV1 FAM117A FBXO24 FES FEZF2 FGF12 FGF14 FOXG1 FOXP1 FSTL5 FZD2 GAB2 GFI1B GNB3 GPC4 GPM6A GPR4 GPR42 GPRC5B GRHL3 GUCA1A H2AC12 H2AC14 H2AC20 H2AC21 H2AC4 H2AC6 H2BC12 H2BC14 H2BC21 H2BC3 H2BC4 H3-3B H3C2 H3C3 HDAC9 HNF1B HORMAD2 HOXA10 HOXA13 HOXB6 HOXC5 HPCAL4 ID3 IFIT2 IGSF21 IL25 IQCB1 IRX4 ITPR3 ITSN1 JUND KANSL1L KCNN3 KCTD12 KCTD6 KIF13A KLF12 LCOR LDB2 LHX6 LIPG LMO3 LPL LRCH4 LRRN1 LRRTM4 LYN MAF MAP2K6 MARF1 MBIP MED16 MGAT5B MID1 MITF MMP1 MPPED2 MRAS MYBPC1 NDP NDUFA4L2 NEDD4 NEUROD6 NEUROG1 NFIA NFYB NOS2 NOTCH1 NR1D1 NR2C2 NR6A1 NRAS NRL NRXN1 NRXN3 NSMCE3 NXPH1 OLIG3 OPA3 OTX2 PATZ1 PAX6 PCDH20 PCYT1B PDE4D PFKFB1 PIK3CD PIM2 PIPOX PLPPR2 PLXNA2 PMEL POLM POU2F3 POU3F4 PPARGC1B PPP2R3A PRDM1 PRKG1 PROKR2 PRRC2A PRRX1 PTEN PTHLH RAB26 REL RGL1 RGS13 RHOB RHOBTB2 ROGDI RRAS RRM2B SATB2 SCML4 SCOC SERTAD4 SESN3 SFRP2 SH3BGRL SH3GL3 SIAH3 SKIDA1 SKIL SLC19A3 SLC1A2 SLC24A1 SLC25A12 SLC25A35 SLC39A13 SLC6A15 SLITRK6 SOX2 SP6 SPIB SPRR2B SPTY2D1 SREBF2 SRF STAG1 STAT4 SUCNR1 SYNPR TAS2R13 TAS2R4 TAS2R40 TBR1 TBXAS1 TCEAL1 TCF12 THRA TLL2 TMCC1 TMOD2 TMSB4XP4 TMSB4XP6 TMSB4XP8 TP53INP2 TRAF3IP2 TRPM1 TSC1 TSC22D3 TSPAN13 TTI2 TWIST1 UBE2S UPK3A UQCC2 VGLL3 VPREB3 VSNL1 VSTM2A WNT6 ZBTB32 ZHX2 ZNF362 ZNF423 ZNF428 ZNF516-DT OCT1_Q5_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OCT1_Q5_01 ADNP2 ADORA1 ADORA2A ALDH1A1 ALK AMER1 ANXA2 APOBEC4 ARF6 ARHGAP4 ARMC6 ARMCX4 ASCL3 ASIC2 ATF7IP ATP2A2 ATP8B1 BCL2 BCORP1 BDNF BLNK BRINP3 BTK C10orf71 C12orf57 C2CD5 CADM1 CADM2 CBFA2T2 CCDC116 CCN1 CD180 CD40LG CD86 CDH10 CDK2 CDX2 CDX4 CEP41 CES5A CLCA3P CLRN1 CNNM4 COL25A1 CRACR2B CRISP1 CRYZL1 CSF3 CSRNP1 CSRNP3 CTAGE4 CXXC4 DAPK3 DIS3L DLG2 DLGAP4 DLX1 DMD DPYSL2 DPYSL3 DUSP6 E2F3 EAF2 EBF1 EDA EGR2 EHF ETV1 EYA1 FAM117A FBXO24 FCHSD1 FGF12 FGF14 FGF20 FOXG1 FOXP1 FOXP2 FSTL5 FZD4 GAB2 GALNT1 GNA14 GPM6A GPR4 GPR85 GPRC5B GRHL3 GRIA3 H2AC1 H2AC12 H2AC14 H2AC20 H2AC4 H2AC6 H2BC1 H2BC12 H2BC14 H2BC3 H2BC4 H3-3B H3C2 H3C3 HNF1B HOXA10 HOXA5 HOXA7 HOXB3 HOXB4 HOXB6 HOXB8 HOXC11 HOXC5 HOXD11 HOXD8 HPCAL4 IGSF21 IL25 IQCB1 IRX4 ISL1 ITPRIP ITSN1 JUND KANSL1L KBTBD12 KCNN3 KIF13A KRTAP8-1 LCOR LDB2 LHX6 LINC00649 LIPG LMO3 LPL LRCH4 LRRN1 LYN MAB21L2 MANF MAP2K6 MED16 MGAT5B MID1 MMP1 MPPED2 MRAS MSI2 MTUS1 MYBPC1 NDP NEUROG1 NFIA NFYB NIN NOS1 NPHP4 NRAS NRL NRXN1 NRXN3 NSMCE3 NXPH1 ODAPH OPA3 OR10A5 OR8B8 OTX2 PATZ1 PAX6 PCDH11X PCDH11Y PCDH8 PCYT1B PCYT2 PDE4D PFKFB1 PHF6 PHOX2B PIGT PIM2 PLA1A PLPPR2 PMEL POU2F3 POU3F4 PPP2R2B PPP2R3A PPP2R5C PRDM1 PRICKLE2 PROKR2 PRRC2A PRRX1 PTEN PTHLH RAB26 RANBP3L RARB RCAN1 RDH11 REL RHOB ROGDI RPP21 RRAS RTTN RXFP1 SCML4 SCOC SEC22A SEMA6C SERTAD4 SFRP1 SFRP2 SH3BGRL SH3GL3 SKIDA1 SLC25A12 SLC25A35 SLC6A15 SLITRK6 SMPX SP6 SPRR2B SPTY2D1 SREBF2 SRF SRSF2 STAT4 STX12 SUCNR1 SUGP2 SYNPR SYVN1 TAS2R13 TAS2R40 TBXAS1 TCEAL1 TCERG1L TCF12 TCP11L2 THAP2 THRA TLL2 TMCC1 TMOD2 TMSB4XP4 TMSB4XP6 TMSB4XP8 TP53INP2 TPD52 TRAF3 TRAF3IP2 TRERF1 TSC22D3 TSNAX TSPAN13 TSPYL2 TTI2 UBE2S UPK3A UQCC2 VGLL3 VPREB3 VSNL1 WNT6 ZC3H14 ZFC3H1 ZHX2 ZNF362 ZNF423 ZNF428 ZSCAN20 OCT1_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OCT1_Q6 ADAMTS19 ADH1B ADNP2 ADORA1 ADORA2A AK8 ALDH1A1 AMER1 ANK3 ANKRD1 ANXA2 APOBEC4 ARMC6 ARMCX4 ASCL3 ATP2A2 ATXN7L2 BCL2 BCORP1 BDNF BLNK BRINP3 BRS3 BTK C10orf71 C12orf57 C2CD5 CADM1 CADM2 CBFA2T2 CCDC116 CCDC141 CCDC71L CCDC91 CD40LG CDCA7 CDK2 CDK6 CDX2 CEP120 CHD6 CHRM1 CNGB3 CNMD CNTF COL11A2 COL12A1 COL25A1 CRYGB CSF3 CSMD3 CSRNP3 CXXC4 DLC1 DLG2 DLX1 DMD DOK3 DPF3 DPYSL3 DTD2 DTNA DUSP6 E2F3 EBF1 EBF2 EGR2 EHF ESRRA ESRRG ETV1 FBXO24 FGF14 FLRT3 FOXP2 FZD4 GAB2 GADD45G GNA14 GNB1L GPM6A GPR85 GPRC5B GRHL3 GRIA3 GUCA1C H2AC1 H2AC20 H2AC25 H2AC4 H2AC6 H2BC1 H2BC26 H2BC4 H3-3B H3C2 HIVEP3 HNF1B HOXA10 HOXA3 HOXA7 HOXB3 HOXB8 HOXC5 HOXD11 HSP90B1 HYPK IGSF21 IL25 IRX2 IRX2-DT IRX3 IRX4 ISL1 ITCH ITPR3 ITPRIP JAM3 JCHAIN JKAMP JUND KANSL1L KBTBD12 KCNN3 KLF12 KLF15 KPNA3 KRTAP8-1 L3HYPDH LCOR LDB2 LIF LMO3 LPL LRCH4 LRRN1 LYN MANF MAP2 MAP2K6 MID1 MRAS MT-CO1 MT-CO2 MT-ND2 MTUS1 NDP NEDD4 NEUROD2 NEUROG1 NFIA NFYB NIPBL NOL4L NOS1 NPHP4 NPR3 NR2C2 NR2F1 NRL NRP2 NRXN1 NXPH1 ODAPH OLIG3 OR10J1 PAK6 PARP8 PAX6 PCDH20 PCDH8 PCYT1B PDE4D PDGFC PFKFB1 PHOX2B PIK3CD PIM2 PLEKHA6 PLPPR2 PLXNA2 PMEL POLM POU2F3 PPP2R3A PPP2R3C PRDM1 PRDM10 PRKAG1 PRKCB PROKR2 PROM1 PRRC2A PRRX1 PTEN PTPN3 RAB26 RARB REL RGS3 RIMS2 RPP21 RPS19 RTL10 RTTN SATB2 SCML1 SCML4 SCN3A SEC22A SEMA6C SERTAD4 SH3BGRL SH3GL3 SIK2 SIX1 SKIDA1 SLC25A35 SLC39A13 SLC6A15 SLC7A11 SLC9A7 SOCS5 SOX12 SOX5 SP6 SPACA9 SPIB SRF SRSF1 STAC2 STAT4 SUCNR1 SUGP2 SYVN1 TAAR1 TAS2R13 TAS2R40 TAS2R41 TBXAS1 TCERG1L TCF4 TCF7L1 TCP11L2 THRA TLCD5 TLE3 TLL2 TMOD2 TMSB4XP4 TMSB4XP6 TMSB4XP8 TNFRSF13B TRAF3 TRERF1 TSC1 TSC22D3 TSNAX TSPAN13 TSPAN5 UBAP2L UPK3A VAMP3 VGLL3 VPREB3 VSNL1 WDR33 ZBTB20 ZBTB32 ZHX2 ZNF362 ZNF428 OCT_C https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OCT_C ABL1 ABTB2 ADGRL1 ADNP ADNP2 ADORA1 ADORA2A ALDH1A1 ALK AMER1 APOBEC4 ARHGAP4 ARMC6 ARMCX4 ASCL3 BARHL2 BCL2 BCORP1 BLNK BMP5 BSND BST2 C10orf71 C12orf57 C2CD5 CADM1 CADM2 CBFA2T2 CBFA2T3 CCDC107 CCN1 CD40LG CDH10 CDK14 CDK2 CDR2L CDX4 CHD6 CLCA3P CLRN1 CNNM4 COL25A1 CRISP1 CRYZL1 CSF3 CSRNP3 DGKG DLG2 DLGAP4 DLX1 DMD DPYSL2 DPYSL3 DSE DTNA E2F3 EBF1 EGLN2 EGR2 EHF EMILIN3 EML1 EPHB3 ESRRA ETV1 FAM117A FBXL14 FBXO24 FCHSD1 FGF12 FGF14 FGF20 FGFR2 FOXG1 FSTL5 FZD4 GAB2 GALNT1 GAP43 GCM1 GCNT2 GNA14 GPM6A GPR4 GRHL3 GRIA3 GRID2 H2AC12 H2AC17 H2AC20 H2AC25 H2AC4 H2AC6 H2BC12 H2BC17 H2BC26 H2BC3 H2BC4 H3-3B H3C2 H3C3 HDAC9 HNF1B HOXA10 HOXA3 HOXA7 HOXB3 HOXB8 HOXC11 HOXC5 HOXD11 HOXD4 IKZF2 IL25 ING1 IRX4 ISL1 ITPR3 ITSN1 JARID2 JCHAIN JUND KANSL1L KCNN3 KCNT2 KCTD6 KIF13A KLHL1 KRTAP13-2 KRTAP8-1 LCOR LDB2 LHX6 LMO3 LPL LRCH4 LRRN1 LYN MAB21L2 MANF MAP2K6 MIR17HG MIR9-1HG MMP1 MMP17 MRAS MSI2 MT-CO1 MT-CO2 MT-ND2 MTUS1 MYBPC1 NEDD4 NEDD9 NEUROG1 NFIA NFYB NOL4L NR1D1 NR2E1 NRAS NRL NRXN1 NXT2 OPA3 OR10A5 OR10J1 OR8B8 OTX2 PATZ1 PAX6 PCDH8 PCYT1B PDE4D PER2 PFKFB1 PIM2 PLEKHA6 PLPPR2 PLXNA2 PMEL POLDIP3 POU2F1 POU2F3 POU3F4 PPP2R3A PPP2R3C PRDM1 PRDM10 PRICKLE2 PROKR2 PRRC2A PRRX1 PTEN RAB26 RAB30 RANBP3L RCAN1 REL REM2 RHOB ROGDI RRAS SALL1 SASH1 SCOC SEC22A SEMA6C SEMA7A SERTAD4 SESN3 SFRP1 SFRP2 SH3BGRL SH3GL3 SIAH3 SIX1 SKIDA1 SLC10A2 SLC1A2 SLC25A12 SLC25A35 SLC26A7 SLC39A13 SLC6A15 SLITRK2 SMPX SNCAIP SP6 SREBF2 SRF STAT4 STXBP6 SUCNR1 SUGP2 SYNPR TAS2R13 TAS2R40 TBXAS1 TCEAL9 TCF7L1 TEAD3 THRA TLE3 TLL2 TMCC1 TMOD2 TMSB4XP2 TMSB4XP4 TMSB4XP6 TMSB4XP8 TNFRSF9 TRAF3IP2 TSC1 TSC22D3 TSNAX TSPAN13 TTI2 UBE2S UQCC2 VPREB3 VSNL1 WWC2-AS2 YBX3 ZBTB20 ZC3H14 ZHX2 ZIC3 ZNF362 ZNF428 OCT_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OCT_Q6 ABTB2 ADNP2 ADORA1 ADORA2A ALDH1A1 ALK AMER1 ANXA2 APOBEC4 ARF6 ARHGAP4 ARMC6 ARMCX4 ASCL3 ATF7IP ATP2A2 ATP8B1 BCO2 BCORP1 BDNF BLNK BRINP3 BTK C10orf71 C12orf57 C2CD5 CADM1 CADM2 CBFA2T2 CCDC107 CCDC116 CCDC71L CCN1 CD180 CD86 CDK2 CDX2 CDX4 CEP41 CES5A CHD6 CLCA3P CNNM4 COL23A1 COL25A1 CRACR2B CRISP1 CRYZL1 CSF3 CSRNP1 CSRNP3 CXXC4 DAPK3 DIS3L DLG2 DLGAP4 DLX1 DMD DNAH5 DPYSL2 DPYSL3 DUSP6 E2F3 EAF2 EBF1 EGR2 EHF EIF1AX EPHB3 ETV1 EYA1 FAM117A FBXO24 FCHSD1 FGF12 FGF14 FGF20 FOXG1 FOXP1 FOXP2 FSTL5 FZD2 FZD4 GAB2 GPC4 GPM6A GPR4 GPR85 GPRC5B GRHL3 GRIA3 H2AC1 H2AC12 H2AC14 H2AC20 H2AC21 H2AC4 H2AC6 H2BC1 H2BC12 H2BC14 H2BC21 H2BC3 H2BC4 H3-3B H3C2 H3C3 HDAC9 HNF1B HOXA10 HOXA7 HOXB4 HOXB6 HOXB8 HOXC11 HOXC5 HOXD11 HPCAL4 IGSF21 IL25 IQCB1 IRX4 ITPR3 ITPRIP ITSN1 JUND KANSL1L KCNN3 KIF13A LCOR LDB2 LHX6 LINC00649 LIPG LMO3 LPL LRCH4 LRMDA LRRN1 LYN MAB21L2 MAP2K6 MED16 MGAT5B MID1 MMP1 MPPED2 MRAS MSI2 MTUS1 MYBPC1 NDP NEUROG1 NFIA NFYB NR6A1 NRAS NRL NRXN1 NRXN3 NSMCE3 NXPH1 ODAPH OPA3 OR10A5 OTX2 PAM PATZ1 PAX6 PCDH8 PCYT1B PDE4D PFKFB1 PIGT PIM2 PLPPR2 PMEL POU2F3 POU3F4 PPP2R2B PPP2R3A PRDM1 PRDM10 PRICKLE2 PROKR2 PRRC2A PRRX1 PTEN PTHLH RAB26 RANBP3L RCAN1 REL RHOB ROGDI RPP21 RRAS RTTN SCML4 SCOC SEC22A SEMA6C SERTAD4 SESN3 SFRP2 SH3BGRL SH3GL3 SIAH3 SKIDA1 SLC25A12 SLC25A35 SLC6A15 SLITRK6 SP6 SPIB SPRR2B SPTY2D1 SREBF2 SRF STAT4 STX12 SUCNR1 SUGP2 SYNPR SYVN1 TAS2R13 TAS2R40 TBXAS1 TCEAL1 TCERG1L TCF12 TCP11L2 THAP2 THRA TLL2 TMCC1 TMOD2 TMSB4XP4 TMSB4XP6 TMSB4XP8 TOP1 TP53INP2 TPD52 TRAF3 TRAF3IP2 TRERF1 TSC1 TSC22D3 TSNAX TSPAN13 TSPYL2 TTI2 TWIST1 UBE2S UPK3A UQCC2 VGLL3 VPREB3 VSNL1 WNT6 ZFC3H1 ZHX2 ZNF362 ZNF423 ZNF428 ZNF516-DT ZSCAN20 OLF1_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OLF1_01 ABHD2 ACY1 ADCY6 ADRA2B AFF3 AIFM3 AKT2 ALDOC ALKBH6 ALOX12B ANGPT4 ARHGAP44 ART4 ASCL2 ATP1A2 ATP2B3 ATP5MK BARHL1 BCLAF3 BEX2 BMP4 BUD23 C19orf73 C1QTNF9 C2CD2L C2orf69 CA14 CA7 CACNA1E CAPN6 CCKBR CCN1 CCNJL CD19 CD79A CD79B CDK9 CDX1 CERT1 CLEC18C CMKLR1 CMTM8 CNTNAP4 COL11A2 COL23A1 CREB3L1 CRLF1 CTTNBP2NL CYP46A1 CYRIA DCTN3 DCX DDX17 DLG3 DNAJC30 DPYSL5 DUSP3 DYRK2 EGR1 ELAVL3 ELF5 ELK3 ENTPD1 ENTPD7 EPC1 EPHB6 ERCC2 ERO1B ESRRG EXD1 FADS3 FAM117A FAM217B FAM53C FBXL19-AS1 FGF11 FGF12 FGF8 FLT1 FRMPD1 FXR2 FXYD2 GABARAPL2 GALNT7 GAS6 GATA1 GFRA1 GHR GNB3 GON7 GPR61 GRIK1 GRIN2D GRM7 GRWD1 GSK3B GSTM5 GTF3C2 GTPBP2 H3-3B HACE1 HES7 HID1 HOXA6 HOXC13 HOXD11 HOXD13 HOXD4 HPSE2 HS3ST4 IGSF1 IL11 IPO7 IRAG1 IRF2BP1 ITPR2 JARID2 JUP KAT5 KCND1 KCNJ2 KCNQ1DN KCNQ5 KDM2A KDM3B KIF5B KLC4 KLK9 KMT2E LIMK2 LIX1L LRRN3 MACROH2A2 MAG MAGED2 MAP1B MAP1LC3A MECOM MEIS2 MIB2 MLLT6 MMP1 MMP15 MORC3 MRPL2 MS4A1 MYCL MYO19 NCOA2 NEO1 NEUROD2 NEUROG3 NF1 NFATC4 NLGN3 NOG NR1D1 NUDT4 NUFIP2 ODF1 OLFML3 OLIG1 OMP PCBP4 PCGF1 PCYT2 PDGFRB PIGW PITPNM2 PLPPR1 POLK PPFIA2 PPFIA3 PPP1R3D PPP2R2A PPP3CB PPRC1 PPTC7 PRKCG PRKCH PRMT1 PSD PTCH1 PTHLH PTMS PTPN21 PTPN6 R3HDM1 RAB2B RAB6A RABL3 RAI1 RANGRF RAVER1 RBBP6 REEP6 RELT REM2 RGS3 RLBP1 RND2 RNF220 ROBO3 RPS6KB1 RYBP SALL2 SCN4B SCUBE3 SDK1 SEMA3B SEMA3G SETMAR SGK1 SHF SIAH3 SLC13A4 SLC17A6 SLC38A9 SLC41A1 SLC6A9 SMPD3 SNN SORBS2 SOWAHA SOX5 SP7 SPATC1L SPIB SRSF2 STIM2 STOML3 SYT6 SZRD1 TBC1D31 TBX21 TBXAS1 TCF21 TFAP2C TIGD2 TLCD4 TLK2 TLNRD1 TMEM187 TMEM229B TMEM59L TNFSF13 TNS2 TPM1 TRMT10A TRPS1 TSC22D4 TTC9C TYR UBA1 UBE2N UBE2W UBR7 UBTF UPF2 VCL VGF VWA5B1 WBP2NL WSB2 YWHAG ZBTB37 ZBTB7A ZBTB9 ZC3H18 ZEB2 ZNF410 ZNF428 ZNF711 ZNF8 ZSCAN20 OSF2_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OSF2_Q6 ABCD4 ACIN1 ADAMTS8 ADGRB2 AFF4 AGO1 AGPAT4 AKAP13 AKAP8 AKT2 AMD1 APCDD1L APOBR ARF3 ASCL4 ATP2A2 ATP6V0A1 ATP6V0A4 AZIN1 BCL6 BLOC1S1 BRPF1 C11orf42 C14orf119 C1QTNF6 CACNA2D3 CASS4 CCDC177 CCDC91 CCNQ CELF4 CEP70 CHN1 CHSY1 CLCN3 CNIH3 CNPY4 CNTD1 COA3 COL2A1 COMMD3 CORO1C CPA2 CSF2 CSNK1G3 CSNK2B CXCR5 CYP2A7 DAB2 DACH2 DKK1 DLX2 DMPK DPH1 DPYSL5 DUSP13 DYRK1B EDC4 ELAVL2 ELAVL3 EMSY ERG ETF1 EVA1A EVI2A FAM13C FAM53B FDCSP FERMT2 FGD1 FGF10 FGF4 FGFR1 FLT3 FST GARIN3 GPANK1 GPBP1L1 GPD1 GPR15 GPRC5C GPX1 GREB1L GRHL3 HAPLN1 HEY1 HIPK1 HNRNPUL1 HOXA5 HOXB3 HOXB4 HOXB5 HOXB6 HOXD10 HP HPCAL1 HSP90B1 ID2 IDO1 IFNG IL16 IL17A IL17F IL1RAPL1 IL3 IL7R INHBA ITGA10 ITPR1 JMJD1C KCNJ1 KCNMA1 KCNV2 KCTD15 KDM5C KLHDC9 KLHL5 KMT2E KRAS KRT10-AS1 LEMD2 LINC00314 LINC00955 LMO3 LMOD1 LPXN LRATD1 LRTM1 MACROH2A1 MANEAL MAP1LC3A MAP3K13 MEX3B MGP MINDY2 MMP13 MMP14 MND1 MRPL14 MSI2 MSRA MTF1 MTMR11 MTMR3 MTMR4 MYOCD NCAM1 NDNF NEUROD1 NEUROD2 NGEF NIBAN3 NKX2-1 NKX2-2 NLK NOB1 NOL4 NOL4L NRAS NUDT3 OLIG3 OMG OTOGL OTP P2RY10 PAFAH1B1 PAPOLG PAX1 PCDHA1 PCSK5 PEA15 PHF12 PHF6 PI15 PICALM PIGV PIK3R3 PITX2 PLEKHA6 POU2F1 PPP1R12C PPP1R14C PRDM10 PROK2 PROKR1 PRRG4 PRRX1 PTPN22 PURG RAB11B RAB27A RBMXL2 RDH5 REL RGMA RGS14 RHOQ RIN1 RNF122 RNF24 ROGDI RPA2 RPP21 RUNX1 RUNX2 SAP30L SDF2L1 SGK1 SIN3A SIRT1 SKIDA1 SLA2 SLC26A6 SLC26A7 SLC31A2 SLC6A9 SLC8A1 SMAD9 SOX2 SPAG9 SPEM1 SPIB SPINK5 SREBF2 SRP14 SRRM1 SRSF6 SRSF8 STAG1 STC1 STC2 SUPT16H SWT1 SYNE1 TAF6 TBC1D10B TBX5 TCF12 TCF4 THAP7 THAP7-AS1 TMEM86A TOB1 TP63 TRAF4 TRMT1L TSC22D1 TSC22D3 TSGA10 TSPAN17 TULP4 TWF1 UMOD VASN VPS45 WNT6 WNT7B WRN ZBED10P ZBTB18 ZBTB8A ZDHHC9 ZHX2 ZIC1 ZIC4 ZNF362 ZNF485 ZNF532 ZNF654 ZNF775 P300_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/P300_01 AAMP ACIN1 ADAM15 AKAP12 ALDH16A1 ANKS1B ANTKMT APH1A APPL2 ARAP1 ARF6 ARHGAP1 ARL4C ARMC6 ASCL1 ATP8A2 BAHD1 BCL11A BCL2L1 BEST2 BHLHE41 BLCAP BMERB1 BORA C14orf119 C1orf43 C2orf27A CA11 CACNB2 CAMK2D CANX CARMIL3 CAST CCDC88A CDK15 CDK17 CFAP161 CHD4 CHMP1B CKS1B CRIM1 CSMD3 CSRNP2 CTBP2 CXXC5 DALRD3 DDAH2 DDIT4 DGKA DLX1 DMD DMTF1 DPF3 DPP3 DPYSL2 E2F3 EBAG9 EDEM2 EFNB3 EGR3 ELAVL4 ELMO1 EMCN EMP1 ENSA EPHB1 EPN3 ERBIN ESRRG FBRS FBXL19 FBXL19-AS1 FDPS FGF12 FGFR1 FNBP1L FOXP1 FSHB FURIN FZD5 GABRA1 GAS2L2 GATA1 GATB GDNF GEMIN8 GFRA3 GGNBP2 GJB1 GJB2 GPC3 GPLD1 GRK5 GRM7 GSE1 GSN HBEGF HCN3 HEBP1 HMGCS1 HOXA2 HOXC4 HOXC6 HTN1 IKBKB ING2 INHA INTS7 IRAK1 JADE3 JARID2 JUNB JUND KCNAB2 KCNH3 KCNN3 KCNQ1DN KCNT2 KIF3B KMT2A KRTAP23-1 LBX1 LDOC1 LHX6 LTBR MACO1 MAML3 MAP3K4 MAP4K2 MIDEAS MLLT6 MOAP1 MPPED2 MTA2 MYCL NDNF NDUFAF3 NEUROG1 NFATC1 NFKBIA NKX6-2 NLGN3 NLK NME1 NPR1 NR2F1 NXPH4 OLFM4 OMA1 ORAI1 ORAI3 PACC1 PCDHAC2 PDCD10 PDRG1 PHC3 PHF21A PHF23 PICALM PIH1D1 PIK3CD PIK3IP1 PLP1 PML PNKD PNOC POLD4 POMP PPP1CB PPP1R1B PPP3CA PPP3CB PPP4C PRDM13 PREX1 PRKACB PRKAG2 PRRG1 PSMD13 PTBP2 PUM2 PYM1 RARA RARG RASGRP2 RBMS2 RERE RETREG1 RFX2 RGS14 RHOV RORC RTL3 S100A16 SDF2 SEMA4C SERPINI1 SHC1 SHISA6 SIRT3 SIX4 SKAP2 SLC12A4 SLC44A1 SLC9A6 SLITRK1 SLITRK5 SMPD3 SP6 SREBF2 SRPK2 ST8SIA2 STAG2 STARD13 SUGP2 SUMO2 SUPT6H SYN1 SYNCRIP TFAP2D TFEB TMEM47 TMEM88 TNFRSF12A TNFRSF1A TNRC6A TOR4A TRIM3 TRIM55 TSC22D3 TSPAN6 TUSC3 TWIST1 VAX1 WDFY4 WDTC1 WNT10A WNT11 WNT3 WNT4 WNT7B ZBTB18 ZBTB9 ZFYVE26 ZHX2 ZIC1 ZIC3 ZIC4 ZMAT3 ZMYM2 ZMYND8 ZNF23 ZNF395 ZNF408 ZNF768 ZNF800 P53_02 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/P53_02 ABCA12 ABCC5 ACSL5 ADAMTS4 ADGRB1 ADO AEN AHNAK AIM2 AKAP6 AKT2 ANKRD53 ANXA1 ARHGAP44 ARL14EP ARRDC4 ASCL4 ASIC2 ASIC4 ATP6AP1 BCAM BCL11A BCL11B BCOR BMPR2 BRAF BSCL2 C6orf62 CA9 CACNA1E CACNB2 CACNG2 CALD1 CARMIL3 CCP110 CD68 CDKN1A CDYL CELF6 CHRM1 CHUK CIDEC CITED1 CITED4 CNR1 COPB1 CPNE1 CRAMP1 CRAT CTNND2 CTRL CXXC4 DAB2IP DCAF7 DDIT3 DDR1 DENND2B DGKZ DHX30 DMD DNAH6 DNAJB5 DNALI1 DSCAML1 DSEL DTNA DYRK1B EGFR EI24 EIF4G2 ELF4 ELK3 ENPP2 EPB41L1 ERO1B ESRRG ETV1 FAM83H FBRS FGF20 FHDC1 FILIP1 FLRT1 FOSL1 FOXG1 FUT11 GABRR2 GAD1 GADD45B GATA4 GCC1 GCNT2 GNG3 GPD2 GPR174 GPX1 GRIN2A H3-3A HCAR2 HIC1 HIP1R HIPK1 HMGN3 HNRNPA0 HOXA11 HOXB1 HS6ST3 INHBB INKA1 KBTBD8 KDM2A KDM4C KIF16B KRT15 LINC00305 LINC01565 LIPT2-AS1 LMTK2 LPP LRIT3 LRRK1 LZTR1 MAF MAGEL2 MAP1LC3A MAP2K5 MAP4 MARCHF1 MBD6 MBNL1 MBNL2 MDK MDM2 MECR MEIS2 MEMO1 MINDY4 MIP MITF MLEC MMP28 MRC2 MTA2 MYH1 MYH11 MYL3 MYOT NACC1 NAPG NDP NDUFS2 NIPBL NR4A3 NRBP2 NRG1 NRXN3 NTRK3 NUDCD1 NUP54 NUP93 NXPH1 NXPH4 OPA3 OTX1 OTX2 PABIR3 PAK5 PIDD1 PIK3R2 PITPNC1 PITX3 PKP3 PLA2G4E PLCB1 PLCB3 PML POLR1G POMZP3 PPIP5K1 PPL PPM1J PPP1R12A PPP2R5B PRDM12 PRDM8 PRDX5 PREX2 PRKAG1 PRRX1 PSME2 PTH1R PTPA PTPN22 PTPRG RAB1B RAB44 RAI1 RAP1B RARB REPIN1 RHOBTB1 RHOBTB2 RNF144B RNF17 RNF31 RORC RPS19 RPS27L RTL3 S100PBP SBF2 SCN2A SEMA7A SH3BP1 SH3GLB2 SLC12A6 SLC1A3 SLC25A17 SLITRK1 SLITRK4 SNIP1 SOAT1 SOX4 SOX5 SP8 SPATC1 SRRM4 SRSF5 SRSF6 SSTR3 STARD8 SUMO4 SYT13 SYT4 TBX2 TFAM TFDP2 TICAM1 TJP2 TMC7 TMEFF1 TRAF4 TRERF1 TRIM29 TRMT112 TSC22D1 USP48 VAV3 VCPKMT WBP1L WHRN ZHX2 ZMAT3 ZNF362 ZNF654 P53_DECAMER_Q2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/P53_DECAMER_Q2 ABCA12 ABCC5 ABCD1 ADAMTS4 ADD3 AKAP6 ANGPT2 ANKRD13B ANXA1 AP1G2 AP4S1 APOLD1 ARHGEF37 ARHGEF6 ASCL4 BATF2 BAZ2A BCL11B BIRC8 BLVRB BMF BMPR2 BSCL2 BTK C18orf25 C1QC CACNA1A CACNB2 CACNG2 CARMIL3 CDC73 CDKN1A CELF6 CFAP65 CHD5 CHMP2B CITED1 CITED4 CIZ1 CLDN18 CLN5 CNOT4 COPB1 CRAMP1 CREBZF CTRL DAB2IP DENND2B DGKA DHX30 DLG2 DLX3 DLX5 DMD DNAH6 DNAI1 DNAJB5 DNAJC7 DOCK9 DST DYRK3 EDC4 EFHD1 EGFR EI24 EIF4E ELK3 ENSG00000291228 ENTR1 EP300 ERBIN ERRFI1 ETFB ETV1 EYA2 FAM219A FGD4 FGF11 FGF20 FGF9 FHDC1 FLRT1 GJB4 GNAI2 GNAQ GNG3 GRIN2A GRIPAP1 GRK6 HAUS3 HCAR2 HEBP1 HIP1R HMG20B HMGCS1 HNRNPA0 HOXA11 HOXA2 HOXA9 HOXB3 HOXC4 HOXD10 HSD11B1 IFFO1 IL10 IL20 IL24 IL7R ILVBL ING1 ING3 INHBB KCTD5 KDM4C KRT15 LDB3 LINC02875 LIPT2-AS1 LMTK2 LRIT3 LRP1 LRRC2 LRRK1 LRRTM3 LRTM1 LTBP1 LUC7L3 LZTS2 MAF MAP3K13 MDM2 MICALL2 MLLT6 MON1A MPZL2 MSL2 MSTN MTA2 MXI1 MYH1 MYH11 NCAM2 NDP NFE2L1 NKIRAS2 NKX2-3 NLGN2 NOL4 NRG1 NSD3 NTRK1 NTRK3 NUP54 NXPH4 OPA3 ORC4 OTX1 PA2G4 PHF8 PHKG1 PIDD1 PIM1 PIP4P2 PITPNC1 PKP3 PLA2G4E PLEKHA6 PLEKHA8P1 PML POM121L1P PPL PPM1D PRDM12 PREX2 PRRX1 PSME2 PTAFR PTCHD4 PTH1R PTPRG PXK PXN RAB1B RAB43 RAB44 RAP2B RARA RARB RBM5 RCE1 RCOR1 RFTN2 RHOBTB2 RIN1 RNF144B RORC RPS19 RPSA RTL3 RUSC1-AS1 S100PBP SALL4 SEMA6D SENP2 SHISA6 SLC16A13 SLC1A3 SLC36A2 SLC4A4 SLC6A9 SLC7A1 SLC7A9 SLCO3A1 SLITRK1 SMARCA2 SMOX SPATC1 SPTBN4 SREK1 SRRM4 STARD7 STARD8 STC1 STRN3 TAF5 TBC1D8 TBX21 TBX5 TDRD3 TECTA TGFB3 TJP2 TLE4 TLX1 TMBIM1 TNFSF4 TRERF1 TRIM29 TSC22D1 TSHR TSPAN1 TTN UBL3 UPK3A USP12 USP3 VAX1 WASF2 WBP1L WDR82 WHRN WWP1 ZBTB21 ZBTB9 ZEB2 ZMAT3 ZNF362 ZNF654 PAX2_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PAX2_01 ACADSB ACTN4 ADRB2 ANKS1A ANKS1B ASIC1 BEND4 CBX8 CDCA7L CDH16 CELF6 CEP95 DMD EDA FLRT1 FOXG1 FOXN3 FOXP2 GLA H4C3 HDAC9 HNRNPH2 HOXA10 HPSE2 IKZF5 ITGB3BP JADE1 JMJD1C JOSD1 KCNE4 KMT2A KRTAP17-1 LRRFIP2 MAP1A MAP2K5 MARCHF1 MBNL1 MIOX NIPBL NKX2-8 NPAS2 OR2L13 PCYT1B PDE10A PDZD7 POU3F2 PRDM13 RBM3 RNF128 SEC14L1 SPRR1A TAF11 TAF5 TMEM187 TTLL10 UBASH3B VCL ZCCHC14 ZNF263 PAX2_02 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PAX2_02 A1CF ABCA6 ADAMTSL1 ADCY8 ADGRL2 AGER AKAP7 APOBR AQP5 ASCC3 ASIC2 ATF7IP ATP5MC2 ATXN7L1 B3GALT5-AS1 BAHD1 BCL6 BDNF BRICD5 BRPF1 C12orf42 C12orf50 CACNA2D2 CADPS CALCOCO1 CALM2 CCDC91 CCL22 CCND1 CD40 CDC20 CDYL2 CFL2 CHD6 CHODL CHST8 CITED2 CLDN18 CLDN2 COL10A1 CRB1 CSF2 CSMD3 CTNND1 DEGS2 DHRS3 DLL1 DMD DNAJC4 DNER DPF3 DRD5 DTNA DUSP4 ECHDC2 EGFR EHBP1 EIF4G1 EIF5 ELAVL4 ELK3 EMC3 EN1 EPB41L3 EPHB1 EPN3 ERF ERI1 ESRRG ETHE1 ETV5 EVL FAM107A FAM110A FAM78A FBXL22 FEV FGF9 FKBP7 FLNC FOS FOXP2 FRMD4A FSTL1 FZD10 GALNT4 GAS2 GLT8D2 GOLGA7 GPC3 GPX1 GRID2 GRIK3 GSX1 HIPK1 HIVEP3 HOXA10 HOXB2 HOXB3 HOXB4 HOXB5 HOXC10 HOXC12 HOXC4 HTR7 IFRD2 IGF1 IGF2BP1 IGSF21 IL27 ING3 IP6K2 JADE1 KCNJ10 KCNK10 KCNK9 KCNQ1DN KCNQ5 KIAA0586 KLHL3 KRT23 KRT84 KRT8P41 LASP1 LIMK2 LMO3 LOX LRRTM1 LRRTM4 LSAMP LSG1 LUC7L2 LUC7L3 MAML2 MAML3 MARCKS MARVELD3 MEIS2 MEX3C MGLL MID1IP1 MIR137HG MISP MN1 MOSPD1 MUC15 NDUFA13 NEDD9 NFIB NFKBIA NFYA NMBR NOL4L NPVF NR2F1 NTRK2 NUP54 NYAP1 OARD1 ODF3L1 OLFM2 OSR1 PACRG PAFAH1B1 PALS1 PALS2 PCDH7 PCNX1 PER2 PFKFB3 PHACTR3 PHF21B PHGDH PHOX2B PLEC PMP22 POC1B POLR3GL POU3F2 PPARG PPDPF PPP1R3C PPP2R2B PPP2R5C PPP3CA PRICKLE3 PRIM2 PRKCH PRKN PTCH1 PTH1R PTK2B PURA RARB RASAL2 RBMS3 RGL2 RHOA RNF11 RNF122 RNF220 RORC RPL13A RPS6KB1 RTN1 RUNX1T1 SAMD1 SCUBE3 SDC1 SDCCAG8 SEMA6D SERBP1 SERPINI1 SESN3 SHCBP1L SLC16A6 SLC20A1 SLC2A14 SLC39A2 SLCO2B1 SLCO3A1 SMPX SOX10 SP7 ST6GAL1 ST8SIA2 STARD3 STMN2 STX5 SYT6 TBCC TBX5 TCF12 TCF4 TCF7L2 TCTA TEX47 TGFBR1 TIMM9 TLCD4 TNKS2 TOB1 TOMM20 TP63 TRIM2 TRIM8 TSPAN13 TSPYL2 UBE2A UBR3 UNC13B UNC13D VASN WBP4 XPO1 ZBTB16 ZBTB32 ZC3H11A ZFPM2 ZIC4 ZMYND8 ZNF143 ZNF184 ZNF646 ZNF668 PAX3_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PAX3_01 AP1S1 CACNA1G CBX8 CLPTM1 CRY1 FAM162A FBXO11 FGF10 KCNE4 MAP1A MYH2 NOL4L NOTCH2 NOTCH2NLA PHF21B PLCXD2 RTF1 SRSF6 STXBP1 YARS1 ZCCHC12 ZIC1 PAX3_B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PAX3_B ACVR2A AGAP2 ANKMY2 AP2B1 BARHL1 BAZ1A BCL11B BHLHE40 BMI1 BRAF BTBD3 BZW2 CADM1 CANX CNNM2 DKK2 DLG2 DLL1 DNAJC27 DYNLL1 E4F1 EIF5A ELAVL2 ELK1 ELOVL5 FBLN5 FEZF2 GEM GJD2 GK HIVEP1 HNRNPD HOXC4 HOXC6 IGSF1 IL24 INHA INTS7 INTS9 IRX6 JUNB KLF14 KLF2 L3MBTL2 LAG3 LRP8 LRRC59 MIR137HG MITF MRPS18B NDEL1 NECTIN1 NNT NPAS2 NR4A1 NR4A3 ONECUT2 PHLPP1 PLEC PLPBP PNRC1 PPP1R10 PRDM12 PRRC2A PTMA PURA RAB7A RANBP6 RNF212 RPL27A RPS8 RTL9 SEMA3A SHC3 SIAH3 SKIDA1 SOX10 TBX3 TEAD3 TMEM86A TNFAIP8 TRIM8 XPO1 ZEB2 ZHX2 ZMYM2 ZMYM4 ZNF362 ZNF521 ZNF711 ZPBP2 PAX4_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PAX4_01 AAMP ABHD2 ACOX2 ACSL3 ACTC1 ADAMTSL1 ADIPOR2 AGO2 AMFR ANGPT1 ANKMY2 ANKS1A AP1B1 ARF6 ARHGAP30 ARHGEF12 ASB7 ATG16L1 ATOH1 BAG6 BCL11A BDNF BPIFB4 C1QL1 C1QL2 C1orf21 CACNA1D CAPN5 CBX6 CCDC177 CCNI CDC73 CDH16 CDK16 CDK9 CDX1 CDX4 CELF6 CHKB CIC CIZ1 CNTFR COL27A1 CORO6 CPNE1 CPT1B CREBZF CTBP2 CTDSP1 CTF1 CYSTM1 DAAM2 DDIT3 DDX17 DGKZ DLG3 DLL4 DNAJB2 DNAJB5 DNAJC11 DNM1 DTX1 E2F1 EED EFHD1 EFNA5 EIF4A1 EIF5A ELAVL1 ESRRA ETV5 EVX1 FAM117B FAM162A FAM222B FAM76A FAM78A FBXL19 FBXL19-AS1 FBXO36 FBXW4 FEZF2 FGD1 FGF6 GADD45G GALNT10 GIGYF2 GK GNB2 GOLGA8IP GPR37L1 GRIK1 GRIN2A GSE1 GTF2IRD1 GTF3C2 H1-10 HES1 HEXIM2 HIF3A HMGN2 HNRNPR HOXA1 HOXA10 HOXA7 HOXB1 HOXB6 HOXD10 HS3ST2 IL17B IL1RAPL1 IRX2 IRX2-DT ISCU ITFG1 ITGB8 IWS1 JADE2 JARID2 JUND KCNK13 KLC2 KLF10 KLF13 KLF14 KPNB1 LARP4 LBX1 LEMD2 LHFPL1 LIN28A LINS1 LRP1 LRP2 LYST MAF MAGI1 MAML1 MAPK10 MAPRE1 MAPT MEGF8 MEX3B MIR17HG MIR22HG MMP11 MNT MRM1 MXD4 MXI1 NAE1 NCDN NECAB3 NEUROG1 NF2 NFATC4 NFKBIA NIPBL NKX2-1 NOB1 NR0B2 NR4A3 NRDC NRXN1 NTRK3 NUFIP2 OAZ2 ODR4 PABPC1 PABPC4 PACS1 PAQR4 PBX1 PCF11 PDE4D PDGFB PDZRN4 PER2 PGF PHF12 PHF20L1 PHF21A PHF21B PHF23 PHKB PICALM PIK3CD PLAGL1 PLAGL2 PLEKHA1 PLEKHH3 PNKD POFUT1 POU3F3 PRDM1 PRKAG1 PSIP1 PTCH1 PTGES3 PTPN23 PTPRG RAB33A RAB43 RANBP1 RBBP6 RBMS3 RBP4 RING1 RNF10 RNF19B RPS6KA4 RRAS SALL1 SAP130 SART3 SCUBE3 SEMA3B SIK2 SLC16A10 SLC25A28 SLC30A5 SLC35B1 SLC38A3 SLC4A1 SMAD1 SMG1 SND1 SORCS3 SP4 SPRY2 SPTAN1 SRPK3 SSH2 STX1B SUOX SYNCRIP TAF11 TAF5 TBC1D22A TBCB TFAP4 TIGD6 TMED2 TMEM187 TMEM256 TMEM8B TNXB TPM1 TPR TRERF1 TRIM3 TRMT2A UBTF USP39 VGF WDR81 WNT10A XPO1 YWHAZ ZCCHC9 ZDHHC5 ZFYVE27 ZHX2 ZIC2 ZNF593 ZNF654 ZNF777 ZNF827 PAX4_02 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PAX4_02 ABCB8 ADAM11 AFP AGAP3 ANKMY2 AP1G1 AP1S2 AQP3 ARHGAP15 ARHGAP24 ARL5B ARRB1 ASCL4 ATM ATP2A2 ATP6V0A1 AUTS2 B2M BACE2 BAIAP2L2 BEND6 BTBD3 BZW2 C5 CA4 CACNA2D3 CACNG8 CAP1 CAST CAVIN2 CBFA2T2 CDAN1 CGN CHD2 CHRDL1 CPEB4 CS CSNK1E CTAGE1 CXXC5 CYFIP2 DCX DDX17 DIXDC1 DLX1 DOCK11 DSG4 EBF2 EDA ELK3 ELMO1 EOMES ETV1 ETV6 EYA1 FAM110D FAP FEZF2 FGF8 FOLR1 FOXN3 FOXP1 FOXP2 GABRB2 GGCX GPR52 GPX1 GRIA1 GRID2 GTPBP1 HABP2 HAS2 HERPUD2 HIF3A HNF1A HOXA11 HOXB6 HOXC13 HOXC4 HOXC6 HOXD10 HPN HTR2C IKZF2 IKZF3 IL1RAPL1 IL20 IRX4 ITGA11 ITGA7 JARID2 KALRN KCP KLF13 KRT26 KRT34 KRTAP11-1 KYNU LAMB1 LCOR LDB2 LIG3 LINC00303 LINC00652 LRATD2 LRP5 MAB21L1 MAN1C1 MAP1B MARCKS MBNL2 MBNL3 MEIS2 MEOX2 MGAT4C MIA2 MIER3 MITF MLLT10 MSX1 MTIF2 MTMR12 MTMR6 MYBPC1 MYF5 NAALADL2 NCALD NEUROD2 NFIA NFIX NKX2-1 NNAT NPAT NTNG2 OGG1 OTUD7B OTULINL OTX2 PABPC1 PALS2 PAX2 PAX6 PCDH18 PDE7A PDZD2 PDZRN4 PHOX2B PITPNM2 PITX2 PLEKHA6 PLPP3 PLXNA2 PMM1 PNPLA6 POGZ POU3F2 POU4F3 PPP1R10 PPP1R14C PPP1R16A PRDM12 PRDM8 PRMT5 PRR34 PTGFR PTPN21 PTPRG RAB6A RALGPS2 RAPH1 RBFOX1 RELCH RFX3 RHOQ RIPK4 RNF128 RORA RP1L1 RTL9 SAT1 SCML4 SEMA3A SEMA3C SEMA5B SERPINI2 SEZ6 SFN SGCD SIAH3 SIX3 SKIDA1 SLC20A2 SLC26A7 SLC38A1 SLC4A4 SLC5A12 SLC6A5 SLC7A9 SLITRK1 SLITRK3 SMOC1 SND1-IT1 SOX14 SOX4 SOX5 SREK1 SSMEM1 STARD6 STAT3 STMN2 SYTL2 TACSTD2 TBC1D8B TBX5 TCF4 TDRD5 TECTA TFEC TGFBR1 TMEM154 TMEM35A TMEM87A TMPRSS3 TMSB4XP1 TOB1 TRPS1 TSC22D3 TYRO3 USP32 UTS2 VIP VIT WDPCP YPEL4 ZDHHC12 ZFHX4 ZFP36L2 ZIC1 ZIC4 ZMIZ1 ZMYND8 PAX4_03 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PAX4_03 A1CF ABCG4 ABI2 ABI3 ACAN ACIN1 ACVR2B ADAMTS12 AGER AGT AJUBA AKIRIN2 ANGPTL7 ANK2 ANKRD13B ANXA4 AP3S1 ARF3 ARFIP2 ARHGAP5 ARMCX4 ASIC2 ATF2 ATG12 ATP5F1B BAZ2A BBX BCL11A BCL2L2 BCL6B BTK C14orf119 C17orf80 C1QL1 C1orf43 C2CD2L CA10 CADM1 CAMK2G CBLN4 CBX3 CBX6 CCNYL1 CD27 CDK5R2 CDKN1C CERCAM CITED1 CKMT1B CLSTN3 CNTN6 COL11A2 CREB3 CREBBP CS DBNDD2 DCLRE1A DCTN1 DHX15 DPYSL2 DSG1 DUSP8 EDA ELK3 EMX2 EVX1 FAM104A FAM53C FBXO24 FGF11 FGFR1 FLT1 FLVCR2 FOXA2 FOXP2 GDPD3 GLRA1 GNAO1 GNGT2 GRIA3 GRIN2B GSK3A GUCA2B HAUS3 HAUS4 HEXIM2 HHATL HIF3A HNRNPA2B1 HNRNPR HOXA4 HOXB6 HOXB8 HOXB9 HOXC8 HPCAL1 HS6ST3 HSCB IER5L IGFBP5 IMPDH2 INO80D INTS3 IRF9 ITGA5 ITPR3 JADE2 KANSL1L KATNB1 KCNN2 KCNN3 KIAA0825 KIF5B KPNB1 KRT13 KRTCAP2 LIMK2 LIN28A LMO3 LRCH4 LRP1 LRP2 LRP5 LUC7L2 MAB21L1 MAB21L2 MAN2B1 MAP1A MAP1B MAP3K11 MCTS1 MEX3B MGAT3 MIXL1 MLLT10 MMP14 MNT MOV10 MPL MSC MTX1 MXI1 MYL3 NCDN NDN NECTIN1 NEDD4L NEUROD2 NFATC4 NFE2L1 NFIB NFIX NHLH1 NHLRC2 NIPBL NKX2-1 NLGN2 NLGN3 NR2F1 NREP NRG1 NRGN NTN4 NTRK2 NUFIP2 OTX2 PAFAH1B1 PAK1 PBX1 PCBP4 PCF11 PCSK1N PHACTR3 PHOSPHO1 PHYHIP PICALM PIP4K2B PLCB1 PLPP3 POU2F1 POU3F3 PRDM1 PRDM10 PRDM13 PRKAR2B PRMT1 PRMT3 PSME3 PTMS PTPRN RAB10 RAB11A RAPGEFL1 RBFOX1 RBP5 RGS8 RHOA RHOBTB2 RIPOR1 RNF121 RPL10A SCRT2 SEMA6A SENP1 SERPINI1 SH3GLB2 SHROOM1 SIX5 SLC25A4 SLC41A1 SLC4A10 SLC6A20 SNX12 SP4 SPAG9 SPTAN1 ST8SIA1 STAG2 STMN1 STMN2 SUPT16H SYVN1 TCTA TFAP2B TGFB1 TGFB3 THBS3 TLK1 TLN1 TNNI1 TNPO3 TOB2 TPI1P2 TPPP3 TRIM46 TUBB4A UBALD1 UBE2A USP31 VCAN WASF2 WNT3 YWHAE ZBTB32 ZBTB37 ZDHHC8 ZFP91 ZFPM1 ZIC2 ZIC5 ZMYND8 ZNF436 ZNF436-AS1 ZNF462 ZNF503 ZNF532 PAX4_04 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PAX4_04 ABI3BP ABLIM1 ACKR1 ACMSD ADCYAP1 AKAP12 ANGPT2 ANKS1B ARHGAP30 ARHGAP36 ARHGAP45 ARID4A ARL6IP6 ARRDC3 ASB11 ASXL1 ASXL2 AUTS2 BACH2 BCL11A BCL6 BEND4 BRINP3 C12orf50 C1orf43 C8orf82 CACNG2 CALD1 CAMK2D CAVIN2 CCDC177 CCNG1 CCNI CDC42EP5 CDH10 CEPT1 CFAP161 CHCHD7 CHD4 CHST11 CLC CNOT2 COL25A1 CRISPLD1 CRYZL1 CXCR1 DICER1 DMD DSCAM DUSP4 E2F1 EBF1 EBF2 ELK1 ELMO3 EMP1 EN1 ENSG00000204117 ERF ERG ETV1 FBXO11 FGF14 FGGY FOXN3 FOXP1 FOXP2 FOXP3 GABRA1 GAL3ST4 GARS1 GET4 GNAO1 GPR135 GRIA3 GSK3B HAND2 HAUS2 HHIP HLX HNRNPA0 HOXA5 HOXA9 HOXB4 HOXB7 HOXB8 HOXB9 HOXC11 HOXD9 IGF1R IKZF1 IKZF2 IMPDH2 ING3 ITGA3 ITIH6 ITPR3 ITSN1 JARID2 JDP2 JPH4 KDM4A KLF7 KLF9 KLHL40 KRT31 KRTAP17-1 LIMS1 LIX1L LMO3 LMO4 LRRC57 LUC7L3 MAP2K7 MAP3K11 MARCKS MEF2C MEIS1 MEOX2 MINDY1 MIR9-1HG MNT MORF4L2 MPPED2 MPRIP MRPL48 MRPS18B MTUS1 MYLK MYO18A MYT1 NECAP1 NEDD4L NFIB NFIX NHLH2 NIPBL NKAPP1 NKX2-2 NLK NLN NNAT NRAS NREP NTRK2 OTX2 PAPPA PDE1A PDZRN4 PHF21A PHLDA3 PHOX2B PIK3C2A PITX2 PLAG1 PLPP3 PLXNA2 POU3F3 POU4F2 PPOX PPP1R10 PRKAG1 PRRX2 PRUNE1 PTPRC PURA QRICH1 RAB10 RAP2C RBM14 RBMS3 RFX3 RGS3 RHBDL3 ROCK1 ROGDI RTN3 SALL3 SEMA3C SF3B5 SGTB SIM1 SIX4 SKIDA1 SLC5A3 SLITRK1 SMAD6 SMARCA1 SOBP SOCS1 SOHLH2 SOX15 SOX4 SRRM4 STAG2 STC1 STEAP4 STOML2 SUPT16H TBCC TCF12 TCF4 TGFB3 TIMELESS TNRC6A TRPM3 TSSK4 UBE2B UBTF USP9X VANGL1 WAPL WDPCP WNT2 WNT8B WWP2 ZBTB18 ZBTB20 ZEB2 ZFHX3 ZMYM2 ZNF462 ZNF521 PAX5_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PAX5_01 ABCA2 ACTA1 ACTC1 ANGPTL2 ARF6 ARFIP2 ARGLU1 ARHGEF12 ARID1A ARL3 ASXL1 ATP5MC2 BAHD1 BCOR BMPR2 BTBD1 CACNG3 CALCR CALD1 CASKIN2 CBLN1 CCL20 CDC27 CDC40 CDH16 CDK5R2 CDK9 CMTM5 CREB3L2 CTNNBIP1 DET1 DLX1 DMD DNAI4 DNAJC22 DNAL4 EIF4E EIF4G2 EML1 EPHA1 ERBB2 ERLIN1 FAM222B FBXO24 FGF5 FLNC FXR2 GAB2 GIPC1 GOLPH3L GPATCH11 GPATCH2 GSK3B GSTCD HIC2 HMGN3 HOXA10 HOXC13 HPCA ICA1 IGDCC3 IL11RA INTS12 JADE2 JMJD6 KCNIP1 KDELR2 KNCN LIG1 LINC02908 LNX2 LRCH4 MAF MAML3 MAP3K5 MEX3B MMP23A MMP23B MNT MYH10 NCOA6 NECAP1 NEUROD6 NOL4L NR2F1 NRF1 NRG1 OTUD7B PACSIN3 PAIP2 PARP8 PCIF1 PDZRN4 PGF PLAGL2 POFUT1 POLD4 POLR1D POLR2A POU3F3 PPM1N PRKCE PRPF38B PRPF4B PTCH2 RAB11A RAB33A RAPGEFL1 RFX4 RLIM RNF145 RNF213 RNF220 RORA RORC RTN2 SANBR SCNN1A SELENOH SENP1 SEPTIN10 SESN3 SFXN2 SH2B3 SH3GL3 SKIDA1 SOWAHC SPATA17 SRF STAG2 SYNJ1 SYTL2 TCF7L2 THRA TIMM10B TIMP3 TLK1 TMEM132E TNFAIP8 TNNC2 TRAF4 TSEN54 UBE2D3 UBTF VCPIP1 WASF1 WDPCP WNT2 XIAP XPR1 ZBTB4 ZFX ZNF143 ZNF710 ZNF800 ZSWIM9 PAX5_02 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PAX5_02 ADAMTSL3 AP2B1 ARFGEF1 CORO2A DTX1 FAM13B FLI1 GRHL3 MRTFA PFN1 PIM1 PSD RASGRP2 TAF15 TPGS2 USP13 ZEB2 PAX6_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PAX6_01 ACVR2A ARHGAP26 ARHGAP33 BAZ1A BEND4 BHLHE22 C1orf21 CACNA1C CAVIN2 CCDC103 CHD6 CHRDL1 CMTM4 CNTFR CPA4 DKK2 DMD DSCAM EFTUD2 EMC6 EMC7 ERG ETV1 FILIP1 FIP1L1 FLI1 FSTL5 GLRA1 GNAZ GPM6A H2AZ1 HMGA1 HNRNPA0 HRK HSD17B10 ITGB3BP JARID2 JMJD1C JPH1 KCNN3 KIF12 LHFPL1 LIX1 LMNA LMO3 LRMDA LRRN2 LUC7L3 MAML3 MAP2K5 MBNL1 METAP1D MYO18A NFYB NKX2-1 NOX4 OLFM4 OTP OVOL1 PABIR1 PDCD10 PDGFRA PGBD4 PHOX2B POU2AF1 PTPN4 REEP4 RHOBTB3 RORB RRAGA RRM1 RTN4RL1 SERPINI1 SERTAD4 SH2D1A SLC26A6 SLC39A13 SLC5A3 SLC6A5 SLITRK2 SOSTDC1 SOX4 SP7 SRPK2 STOML2 SUMO1 TAF5 TAX1BP3 TCF4 TEAD1 TMTC2 TRERF1 TWIST1 UBALD2 UBE2N USP9X WDPCP WWC2-AS2 XKRX YARS1 ZBED2 ZBTB20 PAX8_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PAX8_01 ACADSB ACTN1 AHCYL1 BHLHE22 CAMK1D CCDC24 CITED2 DLEU1 DLEU2 DMD FAM172A GGN HOXD12 HR IFT80 IKZF2 IKZF5 JMJD1C KCND3 LMO3 LRRC74A LUC7L3 MAB21L2 MAN1C1 NABP2 NKX2-8 NOL4 OLFM2 OSBPL7 PCDH7 PUM2 RERG SMC4 SUPT16H TAF5 TCF7L2 TMEM255A TRIB1 UBE2N PAX8_B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PAX8_B ABLIM3 ACTN1 AHCYL1 ALCAM ATP1B4 ATP5MC1 BDNF BEND4 BHLHE22 BNC2 CALD1 CAMK1D CCDC24 CFAP20 CLTC CNTN6 DIO2 DLG2 DNAI1 ELK4 ELMO3 EML1 FAM172A FAM219A FEZF2 GABRA1 GABRG2 GARIN1B GGN GPC4 GPR27 HIVEP1 HNRNPA0 HOXA9 HOXB4 HOXB5 HOXB7 HOXB8 HOXD12 HOXD8 HPN HR IARS1 IGSF22 JMJD1C KCNQ1DN KLHL13 LHFPL1 LRMDA LRRC74A LUC7L3 MAN1C1 MAP2K5 MARCHF1 METTL26 MNT MYBPC1 MYF5 MYO18A NABP2 NECAB3 NEUROD6 NEUROG1 NOL4 NPM3 NR1D1 NRG1 NRGN OLFM2 OSBPL7 PAK1IP1 PAPPA PDZD7 PIK3R3 POU4F3 PPM1A PPP2R2B PTCH1 PUM2 PURA RARB RBM39 RELCH RERG RGS12 RHOBTB1 RHOQ RNF220 SH3GL3 SLC25A28 SP6 SRPK2 SUPT16H TAF5 TANK TCF7L2 TEK TIA1 TMEM255A TMTC2 TRERF1 TSHZ2 TSPAN2 TWIST1 WNT4 ZNF385B PAX_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PAX_Q6 A2M ACTN3 ADRA2C AKT1S1 ALKBH6 AMD1 AMOTL1 ANKRD40CL ARHGAP12 ARL3 ASIC2 ATF3 ATP2C1 B4GALT5 BATF BATF3 BCL2L2 BCL9L BDNF BET1 BLVRB BMP5 BNC1 BRS3 BTF3P11 BTG1 BZW1 CA6 CA9 CACNA2D3 CALCOCO1 CASKIN2 CCDC140 CCN1 CD274 CD74 CDH16 CDK14 CELF4 CHD2 CHML CHMP4B CHN2 CHRDL1 CHRNA2 CHRND CLEC4D CP CRLF1 CRYGB DDX23 DHH DLG2 DLG3 DNTTIP1 DOCK4 EBF1 EGLN2 EGR3 ELP4 EMC3 EME1 EMX2 EN1 ENTREP3 ESAM ETV5 ETV6 FAM81A FANCI FBXL19-AS1 FBXO36 FEZ2 FGF10 FGF14 FLNC FLOT1 FOXA1 FOXN3 GATA1 GATA3 GJB1 GNB4 GPR85 GRAP2 GRIA1 GSC GTPBP1 HAVCR2 HBEGF HDDC2 HHEX HIRA HNF4G HOXA5 HOXB2 HOXB9 HOXC11 HOXC4 HOXD3 ICAM1 IER3 IMMP1L INHBA INO80 INTS10 IRX3 ITGA7 ITGB4 JAG1 KANSL3 KCNA2 KCNIP2 KDM4B KMT5A LAYN LDB1 LENG9 LIN9 LMAN2 LMO4 LRRC37A11P LRRK1 LUC7L LUZP1 MAP2K6 MBNL1 MCTS1 MEGF8 MEIS2 METAP1 MIDEAS MIR137HG MIR22HG MOB3C MOSPD1 MRPL27 MRPL40 MRPS6 MUSK MYADM MYF6 MYO18B NEDD4 NFATC1 NHS NKX2-8 NOSTRIN NOVA1 NRG1 NRP2 NTRK1 NUDT16L2P NUFIP2 OFCC1 OIT3 OSBPL9 OTOP2 P4HA2 PAX3 PCDH17 PDHA2 PHACTR3 PLAC1 POLR1G PPA1 PPARD PPARGC1B PPID PPP1R12A PPP1R9B PRDM1 PRG4 PRKCH PRRG4 PRRX1 PTCH2 PTCHD1 PTK7 PTPN6 RALYL RANBP3L RBM14 RCL1 RFX4 RFX5 RGS3 RNF182 RNF220 RNF34 RREB1 RUNX1 S1PR2 SELENOI SEMA3A SERPING1 SFTPC SFXN2 SKIL SLC1A4 SLC26A7 SLCO3A1 SLIT3 SLITRK5 SNCAIP SNHG29 SOCS2 SOX14 SP6 SP7 SPATS2 SPRY2 SPTBN4 SRPX STIP1 SYNPO2L SZRD1 TAF5 TAL1 TBC1D17 TBCC TBXT TEAD1 TENT5C TGFB3 TGFBR1 THAP7 THAP7-AS1 TIGD3 TLE3 TMEM53 TMPRSS5 TNFSF10 TNKS1BP1 TPM3 TRIB1 TRPM3 TSEN54 TUG1 TWIST1 UBAC2 UBE2C UBE2H UNC45B UPK2 USH1G VPS37B VWF WASHC4 WBP1 WBP1L WDR54 WDR81 WFDC3 WT1-AS WWOX XPR1 YPEL4 ZDHHC24 ZEB2 ZIC3 ZMYND8 ZNF436-AS1 ZNF703 PBX1_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PBX1_01 A1BG ABRAXAS2 ACYP2 ADAMTS6 AK8 ALDH16A1 AMBN ANGPT1 ANKRD2 AP1G2 AQP5 AQP9 ARHGAP15 ARSG ATG2B AXIN2 BDNF BEND4 BMPR1B BNC2 C19orf33 CACNA2D3 CALCR CALD1 CAMK1G CAMK2D CARTPT CBLN1 CCDC60 CCER1 CCND1 CCND2 CD226 CD58 CD68 CDHR5 CDK19 CEACAM19 CELF4 CFB CHAT CHD2 CIB3 CNOT7 CNTLN COL4A3 COL4A4 COL4A5 COL4A6 COMMD3 CPB1 CPNE1 CRNN CSF2 CSRNP3 CYRIA DAB1 DCX DDX6 DLG2 DLX1 DPYD DRG1 DUSP10 DUSP5 EBF2 EDEM3 EHD4 ELAVL2 EMCN EMX2 ENSG00000255537 ERBB4 ERG FAM117A FANCB FBXO11 FEZ1 FGF13 FGF5 FNDC7 FUT11 GABARAP GADL1 GDF7 GEMIN4 GEN1 GPC4 GPX1 GSK3B HCFC1R1 HDAC9 HLA-DOB HNF4G HNRNPUL1 HOXA11 HOXA2 HOXA3 HOXB2 HOXB8 HOXB9 HOXD10 HOXD8 ID2 IL1RAPL1 IP6K2 IRAG1 IRF9 JADE2 JARID2 JUNB KCNA3 KCTD15 KIF19 KMT2A KRT85 LEF1 LIF LIM2 LRMDA LTBP1 MAP2K5 MBNL1 MITF MOSPD2 MRPS18B MRPS6 MSL2 MYL2 MYPN MYT1 NANOS1 NAP1L2 NDP NEDD4L NEUROG3 NFIB NHLH2 NLK NOTCH2 NOTCH2NLA NR2C2AP NR6A1 NUDCD1 NVL OLFML3 ONECUT2 OSBPL7 PAPPA PAX3 PBXIP1 PCDH10 PCDH7 PDZRN4 PGM1 PHACTR3 PHF21A PHF23 PPM1L PPP1R10 PPP3CB PRDM13 PRDM8 PREX2 PRICKLE2 PRL PRPF38B PRR34 PRRG4 PTGER1 PTPRC PTTG2 RALYL RARB RAVER1 RBFOX2 REEP4 REV1 RNF43 ROBO3 ROPN1 RPA3 SALL1 SAMD1 SCHIP1 SCN7A SCT SDCCAG8 SEPHS2 SERPINI2 SH3D21 SHC3 SIAH3 SIRT6 SIX6 SKIDA1 SLC10A2 SLC13A1 SLC17A6 SLC18A2 SLC43A3 SLC6A9 SLITRK2 SLK SMC6 SMTN SOX6 SPACA9 SPX SREK1 SRRM4 SRSF7 SSTR1 STAC2 STAT5B STMN1 STT3B SUPT16H SWAP70 SYT1 SYT4 TAFA1 TAPBP TBL1X TBL1Y TBR1 TCF7 TFR2 THOC6 TIMM10B TINAG TLE4 TMOD3 TOB1 TRERF1 TSHZ2 TTR UCKL1 UTS2R VASN VAX1 VPS37A WDR49 WFDC2 XCL1 XCL2 YWHAZ ZBED10P ZBTB22 ZBTB40 ZFHX3 ZFPM2 ZIC1 ZIC2 ZIC4 ZMIZ1 ZNF143 ZNF532 ZNF711 ZNHIT2 PBX1_02 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PBX1_02 ABCB5 ABHD3 ADCYAP1 AK8 AKAP12 AMBN BCL9 BEST4 CCL11 CCND2 CCNG1 CDIN1 CIAO2A CNOT7 COL16A1 COL4A3 COL4A4 CYB5R2 DCDC1 DMD DUSP10 EBF2 EEF1A2 EFNA5 EGR3 EML1 FGF13 FGF8 FUT11 GEN1 GNAO1 GPHB5 GRIK4 GSK3B HES1 HHEX HIBADH HOXA2 HOXC11 HOXD10 HOXD13 HOXD9 IGF2 IGF2-AS IL7 IRX4 KATNAL2 KHDRBS1 KITLG KLF9 LIF LIPC LMOD1 LRCH2 LRMDA LUC7L3 MCTS1 MEF2C MEIS2 MGAT5B MMP1 MR1 MRPS6 MTSS1 MYF6 MYPN NDST4 NOG NOSIP NSD1 ONECUT2 OTP OTX2 PABPN1 PAX3 PHACTR3 PITX2 PNOC PPM1D PRL PTHLH RARB RC3H2 RFX4 RHOB RIMS2 RNF128 RPA3 SCP2D1 SCRT2 SIAH3 SIKE1 SIX1 SLC2A14 SLC43A3 SLITRK2 SMAD1 SMC6 SNX1 SP3 SPACA9 SPX SST STAG2 TAB3 TAFA1 TBL1X TCF21 TECTA TFDP2 TFR2 THRA TLE1 TLE4 TLK1 TLX1 TRIB2 TSHZ2 USO1 USP47 VPS37A VXN WDR1 WNT9B ZBTB18 ZFHX3 ZFP36L1 ZFPM2 ZHX2 ZIC1 ZIC4 ZNF503 PEA3_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PEA3_Q6 AAMDC ABLIM1 ACSL5 ADAMTS4 AKT3 ANK3 ANKRD1 APH1A APOLD1 ARAP1 ARF3 ARFGAP2 ARHGAP20 ARHGAP30 ARHGDIB ATL3 ATP13A2 BATF2 BCL2L14 BDNF BIN2 BLNK BTBD16 BUD13 C11orf24 C12orf57 C1orf122 C2CD2L CACNA1E CADM1 CALHM2 CAMK1D CAP1 CAPZA1 CBL CCDC88B CCN1 CD247 CD3E CD5 CD53 CD69 CD84 CDC14A CDC42SE1 CDKN2C CELF1 CFAP68 CMAS COP1 CPNE8 CREBL2 CRTC2 CTBP2 CTSS CTSW CTTNBP2NL DCLRE1C DDX23 DENND2D DGKZ DMBT1 DPP3 DUSP5 EHF ELAVL4 ELK4 ELOA ELOVL1 EPC1 EPHA2 ESRRA ETV3 EXTL2 FAM53B FCGR3A FCGR3B FCRL1 FCRL5 FEN1 FERMT3 FFAR4 FGF23 FLI1 FUCA1 FUT11 GAB2 GAL3ST3 GATA3 GDPD5 GFI1 GNL2 GOLPH3L GPA33 GPD1 GPN2 GPR137B GRIN2B GRK2 GTF2H1 HHEX HIPK1 HPS5 IL18 IL18BP IL2RA INPPL1 IPO7 IRAG2 IRAK4 ITPKB ITPR2 IVL JAML KAZALD1 KCNAB2 KCNQ1 KDF1 KIAA0040 LAG3 LALBA LAMC1 LAYN LCK LCOR LIN28A LPXN LRFN4 LRTOMT LTBR LZTS2 MACO1 MAP4K2 MAPKAPK2 MARK1 MARK2 MARVELD1 MFN2 MICAL2 MINDY1 MLLT11 MMP1 MMP7 MMRN2 MR1 MSANTD2 NCAM1 NCF2 NDUFS2 NIBAN1 NIPAL3 NKAIN1 NLRP3 NRGN NRP1 NT5C2 NUMA1 OMA1 PACC1 PAFAH2 PATL1 PAX6 PBXIP1 PDGFD PDIK1L PDZD7 PDZRN4 PGM2L1 PI4KB PICALM PLCB3 PLEKHA8P1 PLEKHN1 PLEKHS1 POLD4 POLR2L POU2AF1 PRDX6 PRF1 PRKACB PRMT3 PRPF38B PRUNE1 PSD PTPN6 PTPRC PUM1 PUS7L RAB1B RAB30 RAB39A RAB3GAP2 RELT RHOG RIN1 RNASEL RPS3 RPS6KA4 RSF1 RTN3 RUNX3 RXFP4 SBF2 SEC24C SELL SELP SF1 SIK3 SIPA1 SLAMF9 SLC26A9 SLC2A3 SLC30A7 SLC35C1 SLC41A1 SLC43A1 SLF2 SNCG SORL1 SPATA6 SPI1 SPRR4 SRRM1 SSBP3 ST3GAL4 ST7L STX5 SV2A SYNC SYTL1 TAF5 TBC1D10C TCIRG1 TIAL1 TMEM258 TMEM69 TNFAIP8L2 TNNI2 TRIM33 TRIM8 TSPAN4 TUT1 TXNDC12 TXNIP TYSND1 UNC93B1 VCAM1 VDAC2 VPS11 VWA1 WASF2 WDFY4 XCL1 XCL2 XPNPEP1 YRDC ZCCHC24 ZDHHC5 ZNF202 ZNF365 ZNF384 ZNF687 ZRANB1 PIT1_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PIT1_Q6 ACVR1 ADAMTSL1 ADGRL1 ANKRD46 ANKS1B AP1G2 ARHGAP44 ASIC2 ASPN ATP1B1 BAZ1A BCL11A BDNF BEND4 BRAF C12orf50 C12orf57 C1QTNF6 C1orf122 C20orf204 CACNA1C CACNG2 CADM1 CARTPT CASK CAST CCDC33 CCDC8 CCDC91 CCIN CCND1 CDIN1 CEP120 CHD2 CHN2 CITED2 CNTN6 CNTNAP4 COL13A1 CPEB4 CSAD CSMD3 CSRNP3 DAZL DCDC1 DCHS1 DLG2 DOCK7 DRG1 DSCAM DUSP6 EHF EIF2B3 EIF4A1 ELAVL2 ELAVL4 ELOA2 EN2 ENSG00000255537 ENTPD1 EPHA7 ERG ESRRG ETV5 EYA1 FAM50A FAM53B FAP FEZ1 FGF13 FGF7 FGF9 FGFR3 FOXD3 FOXP2 FXR1 GAB2 GBX2 GDI1 GNAO1 GPX1 HHIP HIVEP1 HOXA2 HOXA3 HOXA4 HOXA9 HOXB3 HOXB5 HOXB6 HOXB8 HOXB9 HOXC6 HOXD3 HPN HTR2C IBSP ID3 IGSF9B IL1RAPL1 IL25 INHBA INO80D INPPL1 ITGA8 JADE2 JADE3 JUNB KIAA0825 KLHL13 KRT9 KRTAP13-1 LDB2 LGI2 LHX6 LRRFIP2 MAFF MANF MAP3K20 MARCKS MBNL2 MEIS1 MEIS2 MID1 MIR137HG MPPED2 MRPS18B MRPS23 MTF2 MUSK MXD4 MYBPC1 MYL1 NANOS1 NEUROD6 NEUROG1 NGLY1 NLK NOG NPM3 NPR3 NRP1 NSG2 NSMCE3 OLIG3 OPCML OSBPL7 OTX2 PAX2 PAX6 PCDH18 PCDHGB7 PCF11 PGAP3 PHACTR3 PI4KA PITX2 PLAG1 PMCH PMCHL1 POU2F1 POU3F4 PPP1R10 PPP1R14C PPP2R2B PRDM8 PRL PRR11 PRR34 PRSS35 PSMD1 PTCH2 PURA R3HDM2 RBFOX2 RELCH RGS1 RHEBL1 RIPK4 RNF213 RORA RRAGA RSKR RTN4RL1 SALL1 SCN3A SEMA3A SEMA7A SERTAD4 SGK3 SIAH3 SKA2 SLC39A13 SLC7A8 SLITRK1 SLITRK2 SMPX SOBP SOX12 SOX4 SPAG5 SRSF7 ST13P4 STXBP5 TAS2R7 TBC1D21 TCEAL8 TDRD5 TEAD1 TENM1 TENM3-AS1 TENT4B THRA TMCC2 TMTC1 TMTC2 TP63 TPM1 TSHB TSHZ2 TWIST1 UBE2K UBE2Z USP25 USP9X VAMP3 VGLL3 VKORC1L1 WBP1 WNT8B XKRX YRDC ZBTB9 ZDHHC23 ZFHX3 ZKSCAN4 ZNF385B ZNF521 ZNF654 PITX2_Q2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PITX2_Q2 AANAT ABI3BP ACTN3 ACVR1 ADAMTS4 ADAMTSL1 ADGRL2 ADNP ADORA1 AK8 ALG13 AMELX AMELY APP AQP5 ARMH4 ASB11 ASCL4 ASPA ATOSB BAHD1 BAMBI BARHL1 BCL11A BCL2 BEST3 BMI1 BMP4 BMPR2 BNC2 BRCA2 C16orf74 CACNA2D3 CASK CD2AP CDH11 CDK2AP2 CELF4 CGGBP1 CLASP1 COL2A1 COL4A3 COL4A4 CPEB4 CPNE1 CREB3 CREB5 CREBZF CRNN CRYGS CTCF CYP2F1 DCTN4 DDX17 DLC1 DNAH11 DPYSL5 DST DUSP10 EGFLAM EIF2B4 EMX2 ENSG00000204117 ERBB3 EYA1 FAF1 FAM53C FAM89B FBXL19-AS1 FES FGF16 FIGN FIZ1 FOSL2 FOXN3 FOXO4 FOXP2 FZD4 FZD6 GAD1 GADD45G GDNF GKN1 GLRA1 GPR158 GPR82 GRIN2B GSK3B GUCY2F HCN4 HESX1 HIVEP2 HMGB1 HNRNPD HOXA1 HOXA2 HOXA3 HOXB4 HPSE2 HRK HSD3B7 HTN1 IER5 IGSF21 IL2 JAKMIP2 JMJD1C JOSD1 JOSD2 KCNIP4 KCNJ15 KCNQ1DN KCTD15 KITLG KLHL41 KLK9 KMT2E KRT3 LIN28A LINC00310 LMO4 LRP6 LRRC15 LRRTM3 LTBP1 LUC7L3 MAB21L1 MANEAL MBD6 MED13 MEIS2 MEOX2 MFRP MIP MITF MRPL58 MSS51 MSX1 MYB MYLK MYOG MYPN N4BP2 NCALD NCOA2 NCOA3 NDRG2 NDST4 NDUFS2 NEFL NFIX NPPC NPTX2 NR2E1 NTRK2 ODF2 OLFML1 OMG OR2L13 ORC4 PBX1 PBXIP1 PDE4B PDE7A PDGFA PDLIM7 PDP1 PIANP PIK3R5 PITX2 PLXNA2 PMCH PMFBP1 PNPLA3 PPM1L PPT2 PRDM1 PRDM10 PRDM8 PRG4 PRICKLE2 PRKCE PRL PRRT1 PRSS33 PSMA8 PTMS PURA PYY PYY2 RALYL RASAL2 RAX RBMS2 RBPMS RFX4 RIN2 RMDN2 RNF122 RNF43 ROBO3 RORA RORB RP1 RUNX1 RXRG RYBP SCN2A SEMA5B SEPTIN10 SESN3 SH3BGRL3 SHOX2 SIAH3 SLC13A1 SLC25A28 SLC26A9 SLC29A3 SLC35A2 SLC37A4 SLC39A2 SLC41A2 SLC43A3 SLITRK2 SLITRK5 SNX17 SNX6 SORBS2 SOWAHC SOX14 SOX4 SPACA9 SPTSSB SREK1 SULF1 TAFA1 TAPBP TCF21 TICAM2 TIGD2 TLE4 TLN1 TMED7 TMEM100 TMEM132E TMEM132E-DT TNKS1BP1 TNNC1 TRIB1 TRPS1 TTC9C TUBA8 TWIST1 UBE2E4P UBE2N UNC13B USPL1 VEZF1 VSIG1 ZBTB10 ZBTB18 ZBTB7A ZDHHC12 ZNF516-DT POU1F1_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/POU1F1_Q6 ADAMTS5 ADCYAP1 ANK3 ANKMY2 APBB1 AQP3 ARMC6 ASF1A ATRNL1 BACE2 BAIAP2L2 BCAR3 BMP4 BNC2 BZW2 C12orf42 CACNA1D CACNG2 CADM1 CALCR CASQ2 CCDC122 CCDC71L CD68 CDC42EP3 CDIN1 CHRNA10 CLEC18C CLRN1 CNTNAP4 CNTNAP5 COMMD10 CPNE1 CREB5 CRIM1 CSH1 CSH2 CSHL1 CYFIP2 CYP46A1 DCX DIAPH1 DICER1 DIO2 DLGAP4 DLST DLX1 DMD DOCK7 DPY19L3 DPYD DUSP9 EBF2 EIF4E ELAVL4 ELMOD1 EN1 EN2 ENSG00000291228 EPO ESRRG FBXL19-AS1 FBXW7 FCHSD1 FGF12 FGF9 FHDC1 FLRT3 FMNL1 FOXD3 FOXO4 FOXP2 FZD8 GAP43 GATA6 GBX2 GDPD4 GH1 GORAB GPC3 GPR88 GRK6 GTPBP1 HDAC9 HESX1 HIVEP1 HMCES HOXA5 HOXB5 HOXC6 HOXD10 IARS1 IKZF2 IL21 IL3 IL5 INHBA JAG1 JAKMIP2 KCTD8 KRT20 KRT28 LIN28A LINC00052 LINC01565 LMNA LMO3 LUC7L3 MACROH2A2 MAP2 MAP3K13 MAPK9 MEIS2 MEPCE MKS1 MRPL17 MRPS12 MSANTD2 MYBPC1 MYH2 MYL1 MYO15A MYO18A MYO1C NAALADL2 NHLH1 NIPBL NPHP4 NPM3 NRP1 OLFM4 OTP OTUD7B OTX2 PCF11 PCSK5 PDE2A PDLIM5 PDZRN4 PHOX2B PIAS1 PIK3R3 PKP4 POU2F1 PPOX PRDM8 PRDX5 PRIMA1 PRKAA1 PRKAG1 PRKCH PRL PRR34 PTHLH PTPRD PURA QRFP RBM39 RHOD RIPK4 RLIM ROGDI RORA RORB RRAGA RTN3 RTN4 RUNX1 SALL3 SAMD12 SARS2 SEPHS1 SESN3 SIX1 SKIL SKP1 SLC25A26 SLC26A8 SLC37A2 SLITRK1 SLITRK4 SMAD1 SMPX SOX14 SOX4 SP6 SPRYD3 SPTB ST3GAL5 STAC2 STK32C STK40 STMN2 STOML2 SUGP2 SWT1 SYT12 SYT16 TBR1 TDRD5 TFAP2D THBS2 TIAL1 TLE3 TMCC2 TMEM119 TMEM126B TMEM74B TMEM88 TMIE TMTC2 TNFRSF12A TPH2 TRAPPC14 TRMT112 TRMT1L TRPM8 TRPS1 TYRO3 UBE4B UHRF1 VCPKMT VGF VGLL4 WDR73 WNT11 ZBTB18 ZCWPW1 ZHX1 ZIC1 ZIC2 ZIC4 ZIC5 ZMIZ1 ZNF384 ZNF423 ZNF516-DT ZNF579 ZNF593 ZNFX1 POU3F2_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/POU3F2_01 ADGRB3 ALDH1A2 ASPA BAZ1A BCL11B BNC2 C12orf42 C6orf136 CADM1 CCIN CDH10 CHD2 CHMP2A CLRN1 COL13A1 CSNK1G3 CUX1 CXCL2 DLGAP4 DPH2 DRG1 EAF2 EPHA7 FBXO11 FEZF2 FGFR4 FOXP2 FRMD5 GADL1 GDPD4 GLRA1 GNB3 GNGT1 GPM6A HDAC9 HIVEP1 HOXA11 HOXA3 HOXB6 HOXB8 HOXD10 IL21 IQCB1 ITPR3 KCNK10 KCTD15 KLHL1 KRT23 KRT28 KRT76 LINC00052 LMO3 LOX LRRTM3 LRTM1 LUC7L3 MAGED2 MAP2 MOS MYADML MYBPC1 NANOS1 NOVA1 NRAS NRP1 NSD1 NSF OR10A5 PDZRN4 PHF6 PHOX2B PPM1L PPOX PRKAG1 PRRX1 PTHLH PURA RAB3C RARB RHOD RIT1 SALL3 SIAH3 SOX4 SPTB STAC2 SUPT16H SYNGR1 SYNPR TAPBP TDRD5 TEAD1 TMEM179 TOB1 TREML2 TSSK3 TWIST1 UNC80 VAX1 VGF WNT5A ZNF423 POU3F2_02 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/POU3F2_02 ABL1 ACTG2 ADD3 ADGRL1 ADM ADNP AGTR2 ALKBH6 ANKRD11 ANP32A AP1S2 ASPA ASXL1 ASXL2 ATF7IP ATOH1 ATP13A4 ATP6V0C BARHL2 BBX BCOR BMI1 BMP5 BMPR2 BRD8 BRS3 BST2 C17orf58 C2orf16 C6orf62 CABLES1 CACFD1 CADM1 CADM2 CAMSAP2 CCDC107 CCDC80 CCN1 CDH13 CDK11A CDK11B CFAP20 CHAT CHCHD7 CHST7 CLRN1 COL25A1 CPSF7 CRYZL1 CSF3 CSRNP3 CUX1 CXADR CXXC5 CYP4B1 DCN DGKG DIXDC1 DLX1 DNAH7 DPYD DSG1 DUSP5 ELMO1 EMILIN3 ENAM ERG ERRFI1 ESRRA EYA1 FAM50A FBXW11 FERD3L FGF20 FGF7 FKRP FOXP1 FOXP2 FRMD4A FSIP2 GABRG2 GAS2 GBX2 GCM1 GDI1 GIP GOLPH3L GPC4 GPR21 GPR85 GSC GSX1 GTPBP1 H2AC6 H2BC3 H2BC4 H3-3B H3C3 HDAC9 HEPACAM HIVEP3 HOXA3 HOXA4 HOXB1 HOXB9 HOXC4 HOXC6 HOXD10 HOXD11 HOXD9 HPCAL4 HS3ST4 HS6ST3 HSD3B7 HTR4 IL1RAPL1 ING1 IRAK1 ISL1 ITSN1 KALRN KCNK2 KCNT2 KRT28 KRT83 KRT85 KRTAP11-1 KRTAP6-1 LCOR LGI1 LHX6 LINC01164 LIPG LMNA LMO4 LOX LRFN5 LYST MAF MAGED2 MAL2 MAP2K5 MDM1 MEF2C MIR17HG MITF MOSMO MTF1 MTMR4 MTUS1 MUSK MYF5 MYT1 NEIL3 NEK10 NEO1 NEUROG1 NEUROG2 NFIX NHSL2 NOL4L NPTX2 NPVF NRAS NRG4 NUDT3 NUFIP2 NXT2 OGDHL OLFML2B OR2W1 OSER1 OTX2 PAK1IP1 PANK4 PBX3 PCDH8 PCNX4 PDE3B PDGFA PDZRN4 PHC2 PHF3 PIK3C2A PIK3R1 PKD2L2 PLAG1 PLCD4 PNISR PNMA1 POU1F1 POU2F1 PPP2R2B PRDM10 PRDX2 PRRC2A PSMA1 PTCH1 PTEN PTGR3 RAB3C RAB6C RANBP3L RARB RASGEF1B RBPJ RCAN1 RP1 RRAS RREB1 SALL3 SAMD11 SATB1 SCN2A SCRN1 SCUBE3 SDHAF2 SEMA3A SFRP2 SHH SIX1 SKIDA1 SLC18A3 SLC22A17 SLC24A3 SLC26A7 SLC6A15 SMARCA2 SNCAIP SOBP SOSTDC1 SP6 SRSF7 STRN4 SUPT16H SYT1 TAMM41 TAPBP TBC1D19 TBXAS1 TEAD3 TENT4B TFAP2C TFAP2D TFB2M TMTC2 TNNI1 TOP1 TOP3B TSPYL2 UBB UNC13D UTP18 VSIG1 XIAP XYLT2 ZBTB17 ZEB2 ZIC4 ZNF423 ZNF428 ZNF516-DT ZNF827 ZPLD1 ZSCAN20 ZSCAN21 POU6F1_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/POU6F1_01 ABLIM1 ABLIM2 ADAM11 ADCYAP1 ASCL4 BAZ1A BEGAIN BNC2 C12orf57 C14orf39 C5 CACNA1C CACNA2D3 CADM1 CALCR CAMK2D CASQ2 CASZ1 CBLN1 CBX6 CCR3 CDAN1 CDH20 CELF2 CFL2 CHCHD7 CHD2 CILK1 CNMD CNTLN CNTN6 COL1A2 COL25A1 COMMD10 CREB5 CRH CSRNP3 CTSK CUX1 CXCL13 CXXC5 CYFIP2 DLG2 DLX1 DRG1 DTNA DTX3 DUSP1 EFEMP1 ELAVL2 EMC6 EMX2 EN1 ENSG00000291228 EPC2 EPHB2 ERG ERN1 ETV1 ETV5 EYA1 FABP2 FABP4 FAM172A FAM91A1 FBXO32 FBXW7 FEZF2 FGF13 FHL5 FOXN3 FOXP1 FOXP2 FSTL1 FYN GMPR GNB1L GPR183 GPR3 GRB7 GRIK3 GRIK4 GRIN2A GRIN2B GRPR GTF2IRD1 GTPBP1 HIP1R HMGN2 HORMAD2 HOXA11 HOXA2 HOXA5 HOXA7 HOXA9 HOXB4 HOXB6 HOXC4 HOXC5 HOXC6 HOXD4 HS3ST1 ID2 IKZF2 IL1RAPL1 INPPL1 IPO4 JOSD1 JPT2 KCNMA1 KCTD15 KLHL41 KLRG1 KRT10 KRT28 LINC01164 LIPG LMO3 LRMDA LRRC15 LRRN4CL LRTM1 MARCKS MBNL1 MEIS1 MEIS2 MGAT4C MPPED2 MYH4 MYH8 MYOG MYT1 NCAM1 NDP NDUFAF3 NEK6 NEUROG1 NFRKB NGF NR2F1 NR6A1 NSD1 NTF3 NTNG2 OFCC1 OLFML3 OTUD7B OTX2 PALS2 PANK4 PAQR9 PCDH18 PCDH7 PCDHA3 PCMTD1 PCTP PDZRN4 PHOX2B PITX2 PLAG1 POLR3C POU2F1 POU4F1 PPARGC1A PPM1L PPP1R3A PRDM13 PRICKLE2 PRIMA1 PRPS1L1 PTF1A PTH1R RADX RBFOX2 RBMS1 RERE RFX3 RHOBTB1 RILP RNF115 RORA RTL10 RTL3 RTN4 RTN4RL1 RTP1 S100PBP SCG2 SEPHS1 SEPTIN4 SHKBP1 SKIL SLC12A8 SLC22A8 SLC25A51 SOBP SOX14 SOX4 SOX5 SP6 SPAG9 STAG2 STAU1 STK32C STOML2 SUCNR1 SYNPR SYT5 TAX1BP3 TENM1 TENT5D TEX11 TFAP2D TGIF1 TLCD3B TLL1 TMEM178A TMEM179 TMEM88 TMIE TMOD4 TNFSF13B TOB1 TP53TG5 TRAF3 TRAM1 TRIM42 TSPAN2 TSPAN9 USP11 VGLL3 WARS2 WWP2 ZBTB18 ZBTB20 ZFHX3 ZFPM2 ZMAT4 ZNF385B ZNF827 PPARA_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PPARA_01 ATN1 BICC1 CACNB1 CALCOCO1 CD36 CDIN1 CDK16 DNAJA2 ESRRA ETFB FBP2 GPR52 HMGCS2 HNRNPH3 HOXD3 KLF5 MARCHF10 MASP2 MLLT6 MYH10 NR2F6 PAPLN PDZK1 PEX16 PGF PPARGC1A PRDM16 PTPRG RPL19 RTN4 SAMD14 SLC23A3 SRC SS18 TNS1 TOMM70 ZNF547 PPARA_02 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PPARA_02 ABL1 ACOT8 ADAP2 ADD3 AHCYL2 AKTIP ANKS1B ARF6 ARHGAP26 ASB7 ATOSB ATP5MC2 BAHD1 BIN2 BRME1 CACNA1S CBX6 CDH17 CDK5R2 CFAP69 CHD2 CHMP2B CLUH CORO6 CREB3L2 CRYBG2 CTDSP1 CYC1 CYP2W1 DCTN1 DDX17 DHH DLG2 DNAJC27 DNAJC7 EML3 EPHB1 EPN1 ERF ESRRG FBXW4 FGF6 FSCN3 GGN GIGYF1 HMGN2 HOXA5 HOXA9 HR HRH3 INCA1 KCNB1 KIF1C KPNB1 KRTAP6-3 LAMA5 LCOR LEFTY2 LINS1 LMO1 LOXL4 MAFB MAN2B1 MAP3K11 MIA2 MNT MSI1 NEUROD2 NEUROG1 NKIRAS2 NKX2-1 NLGN3 NRG2 NRGN NUFIP2 NXPH3 OSM OTX1 PAK1 PDGFB PGF PHF12 PHKG2 PKP3 PLAGL2 PMEL POFUT1 POGZ PPM1N PPP1R9B PPTC7 PRKAG1 PRX PSCA PTCHD1 PURA RAD23B RFX1 RGS8 RIN1 ROGDI ROM1 RTN2 RTN4 SASS6 SCAMP3 SEMA3A SERPINF2 SLITRK5 SMARCA5 SMG5 STIP1 SUPT16H TAOK2 TMEM125 TMEM79 TNXB TRIB1 TRMT13 TRPV6 TSNAXIP1 TTC9C UBE2K UCN2 VEGFA VWA7 WDR20 WNT4 YARS1 ZBTB17 ZNF41 ZNF689 ZSWIM3 PPARG_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PPARG_01 ACOT8 ADGRA2 AGPS AP1B1 APOM ASXL1 ATAT1 C1orf116 CCDC71 CNOT9 CNTFR CSRNP3 CUTA DNAJA2 EEF1B2 EMG1 ESRRA FAM170A GOLGA4 GRPEL1 HSD17B8 LYSMD1 MRPS28 NDUFS1 NOVA1 NR2C1 NR2F6 PAK4 PAX7 PPARGC1A PPTC7 PRRX2 RPL27 RPRD1B RTP3 SCNM1 SMYD5 SNRPF SRSF6 SYT6 TBC1D22A TP53BP1 TTI1 USP37 ZBTB40 ZIC4 ZSWIM3 PPAR_DR1_Q2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PPAR_DR1_Q2 A1CF ACADVL ACOT7 ACOT8 ADAMTS19 AGPS ALPI ANGPTL8 AOC2 AP1B1 AQP7 ARFGEF2 ARHGAP21 ARHGEF7 ARID4A ARL6IP1 ARRDC1-AS1 ASXL1 ATAT1 ATN1 ATP2B1 BABAM2 BCKDHB BHLHE41 BIN3 BLTP3A BOK C14orf132 C1orf116 C3orf18 CCDC14 CDK16 CDX1 CDX2 CELF1 CELF3 CHCHD4 CHST8 CKMT1B CLCN5 CLDN15 CLRN3 CNOT9 COL15A1 COL16A1 CRABP2 CREB3L3 CSF2 CSNK2A1 CSRNP3 CUTA CXCL14 DCTN1 DCTN2 DLG4 DNAJA2 DNMT3A DRC3 EEF1B2 EFEMP1 EFNB3 EIF4G1 EMG1 ENO3 ERBB2 ESRRA F12 FABP1 FAM170A FGF9 FMNL1 FNDC9 GABARAPL2 GABRG2 GAPDH GBF1 GBX2 GCH1 GDPD2 GLTP GOLGA4 GPD1 GRM3 GRPEL1 HDAC4 HHEX HIBADH HMGCS2 HNF1A HOXA3 HOXB3 HOXB6 HOXD3 HSD17B8 HTN1 IFFO1 IGF2BP1 IL4 ILRUN INHBC INSR IQCD KCNE5 KIF6 KLK6 LAMP2 LPL LRFN4 LRFN5 LRP1 LYSMD1 MAP2K3 MAP3K11 MARCKSL1 MARK2 MASP2 MED8 MICAL2 MIR22HG MLLT6 MLST8 MMD MOV10 MPC2 MREG MRPL1 MRPL11 MSRB1 MTTP MYH10 NCDN NDUFS1 NEDD9 NET1 NEUROG2 NFE2L2 NHERF4 NPSR1-AS1 NR1D1 NR1H3 NR2C1 NR2F1 NR2F2 NR2F6 NR4A3 NRAP NUDT22 OBSCN OTUD7B OVOL1 PAK1IP1 PAK4 PAN2 PAPLN PATZ1 PAX6 PAX7 PCBP4 PCDH7 PDZK1 PFN1 PGF PHB2 PHYHIP PLEC PLIN1 PLPPR1 PNPLA2 POU5F1 PPARGC1A PPTC7 PRDM1 PRDM13 PRDM16 PRKAG1 PRODH2 PRR7 PRRX2 PTH1R RASAL1 RBBP6 RBKS RBMS1 RBP2 RCE1 RCL1 REST RNF128 ROCK2 ROR1 RPL27 RPRD1B RRBP1 RTKN RTN4 RTP3 SAMD14 SATB1 SCNM1 SEC24C SELENOI SHF SHFL SLC23A3 SLC25A1 SLC25A13 SLC25A34 SLC25A5 SLC34A3 SLC39A5 SLC7A9 SLTM SMG5 SMTN SMYD5 SNRPF SPACA6 SPEF1 SPRY4 SRSF4 SRSF6 SS18 SSH2 STAT5A STOML2 SYNPO2L SZT2 TAF2 TBX6 TEF TGIF1 THPO TMEFF1 TMEM120A TMEM43 TMEM79 TNFRSF12A TOM1L2 TOMM70 TP53 TPCN1 TPM2 TRPC5 TRPT1 TTI1 TTYH1 UBE2K UBE2R2 UQCR10 USP12 USP37 WBP2NL WDPCP WDR81 WRAP53 YPEL3 ZBTB12 ZBTB40 ZFHX3 ZIC4 ZNF385A ZNF485 ZNF597 ZSWIM3 PR_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PR_01 ADAMTSL1 ADCY6 ADGRB3 ADNP AGAP2 AMOT AMY2A ARHGAP32 ARHGAP6 ARMH4 ARSG ATF7IP BCL6 BDNF BHLHE40 BRINP3 C2CD2L CASZ1 CCDC126 CD109 CD36 CD52 CEP57 CHCHD7 CNGB3 CYLD DLG2 DLG3 DNAJA2 DSTN ELAVL4 ELMO1 EMILIN1 ENTREP1 EPG5 EPHA7 ETS1 FADS6 FAM76B FBXO9 FES FGF17 FIGN FRA10AC1 FSTL5 GDNF GIPC2 GRB2 GREB1 GSDMA HEPACAM2 HIVEP1 HOXA2 HOXA5 HOXC4 HOXC5 HOXC6 IKZF2 IL27 IP6K2 ITGA6 JMJD1C JPH1 KCNH5 KCNJ1 KCTD4 KCTD6 KHDRBS1 KLHL5 LARP1B LARP4 LRRTM3 MBP MIA MPRIP MSTN MTMR10 MYH4 NCDN NCKAP5 NCOA3 NDST2 NHLH1 NIPBL NSD1 OTP OTX2 PABPC5 PCDH8 PCDH9 PDGFB PDZD9 PIEZO2 PLAG1 PMCHL1 PMCHL2 PPP1CC PROX1 PYGM RAB1B RAB30 RAB37 RANBP9 RBM24 RBM3 RCN1 RELCH RGS3 RNF38 RTKN RTL3 RWDD1 SCNN1A SDC1 SEMA4C SENP3 SKIL SLC12A8 SLC17A2 SLC26A7 SLC7A8 SREK1 SRGN STK35 SYNCRIP TECTA TEX35 TIE1 TIMD4 TIMM8A TMEM86A TNIP3 TNS2 TRIB2 TRIM63 TSC22D3 TSPAN33 TUBB4A TYRO3 USP54 VAMP2 WFIKKN2 WNT4 WNT8B WT1-AS ZMYND8 ZNF654 ZNF775 ZP3 PR_02 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PR_02 ACBD3 ADAMTSL1 ADCY6 ADNP AKAP3 AMY2A ARHGAP6 ATF7IP BCL6 BDNF C9orf131 CA5B CALCRL CCDC126 CD101 CD36 CD52 CDKN1A CPB1 CPEB4 CXCL14 DLG3 DLX2 DOCK4 DOLPP1 DST DSTN DUSP10 EEF1B2 EIF4ENIF1 ELF5 ELMO1 EPG5 EPHA7 ETS1 FBXO9 FES FGF17 FIGN FRA10AC1 FSTL5 GABRA6 GRB2 HAUS4 ID3 IKZF2 IP6K2 ITGA6 JPH1 KCNH5 KCNJ1 KCNK10 KCTD4 KHDRBS1 KLHL5 KRT20 KRTAP11-1 LAMA4 LARP4 LGI1 LOX LRRTM3 LUC7L3 MAP1B MBP MIR7-3HG MPC2 MPZ MYH4 NCDN NCKAP5 NDST2 NDUFS1 NEDD4 NIPBL NLK NSD1 OPN3 OTP OTX1 OTX2 PACS1 PDGFB PDZD9 PHC2 PIGV PROX1 PRRX1 PXN PYGM RAB1B RAB30 RANBP9 RBM3 RELCH RERE RGS3 RNF38 RTL3 RWDD1 SCNN1A SDC1 SEMA3A SEMA4C SH2D1A SKIL SLC7A8 SMOX SMPX SOX5 SPTBN1 SREK1 SRGN ST13 STK35 SYNCRIP TBL1XR1 TECTA TIMD4 TNS2 TRIM63 UBE2B USP54 UVRAG VCPKMT WNT4 WNT8B WT1-AS XPNPEP3 ZFHX4 ZMYND8 ZNF277 ZNF395 ZNF654 ZP3 PR_Q2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PR_Q2 ACVR2A ADAMTSL1 ADCY3 AHSG AMY2A ANO3 ANP32D ARHGAP44 ATOH7 ATXN1 BACE2 BCL9 BDNF BEND4 BHLHE22 BMP10 BMPR2 BRD4 C10orf53 C11orf80 C22orf31 C2CD2L CA5B CACNA1G CACNA2D2 CACNB3 CAMLG CAPN6 CCAR2 CCDC33 CCL18 CCM2L CCN2 CD24 CD96 CDC42EP4 CDH6 CDKN1B CEP120 CHST9 CLDN10 CNOT2 CNTF CNTN4 COLCA1 COPB1 CPEB4 CPNE1 CTDSPL CXCL14 CXCR4 DCHS2 DGKH DLG3 DLX1 DLX2 DSG1 DTNA DTX2 ELMO1 ELOVL6 EPHA2 ESRRA EYA2 FAM120A FAM227B FBLIM1 FCHSD2 FGD4 FGF10 FILIP1 FITM1 FMO1 FOXA1 FOXC1 FRY GABRA1 GAL3ST3 GEN1 GIPC2 GPM6A GPM6B GRAP GRIA3 GRIN2B GRM2 GRM3 H2AZ1 HAPLN2 HAUS3 HEPACAM HEPACAM2 HFE HIVEP1 HMGCS1 HMGN2 HOXA5 HOXB8 HOXC12 HTN1 ICE2 IKZF4 IL1A IL1RAPL1 IL23A INTS10 INTS4P1 IRX4 ITGAL ITGBL1 JDP2 JMJD1C JPH1 KCNB2 KCNC1 KCNIP1 KCNJ1 KCNK3 KLF10 KLF3 KLF3-AS1 KLK15 KRT20 LAMTOR3 LBX1 LEAP2 LEMD1 LINC00670 LOX LRP5 LRRC57 LRRC74A LRRTM4 LTBP3 LUC7L3 MAP4K5 MCC MRPL14 MRPS18B MT2A MXI1 NCDN NECAB3 NEK9 NEXN NFIL3 NNAT NOTCH1 NR2F1 NR4A3 NUFIP2 NUTF2 OBSCN ONECUT1 OPTC OR2L13 OTP OTX1 PACS1 PALLD PAN2 PANK1 PAX2 PAX3 PDC PDE4D PDGFRA PDHA2 PDZD2 PDZD9 PDZRN4 PGM2L1 PHYKPL PICALM PIGV PLPPR1 POLD4 PON2 PPM1J PPP1R10 PPP2R2A PPP2R3A PRDX6 PRG2 PRKAG1 PRRX1 QRICH1 RAB1B RAB30 RAB39A RAB3C RAP2B RBM47 RBMS3 RCN1 RERE RGL2 RGN RGS3 RHEBL1 RNF128 RRN3P1 RUNX1T1 RWDD1 SCD SCML1 SCNN1A SCUBE3 SEMA3A SEPTIN7 SERPINB12 SESN3 SH3BP4 SHH SIAH3 SIT1 SIX4 SKIDA1 SLC15A2 SLC32A1 SLC38A6 SMC6 SMPX SNAPC1 SND1 SOX5 SPEM1 SRGAP1 SSBP2 SSH2 SSUH2 STIM1 SYP TAFA1 TAGAP TASOR TCF12 TCN2 TMEM145 TMEM164 TMEM185A TMEM204 TMEM216 TNMD TNNI1 TRIM55 TSGA10 TSHZ2 TSSK3 TYRO3 UBE3A USP54 UTP18 UVRAG VCPKMT VGF WNT2 WNT3 WNT8B WNT9A WWP2 ZBTB9 ZDHHC22 ZDHHC5 ZEB2 ZNF436 ZNF436-AS1 ZNF688 ZNRF2 PTF1BETA_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PTF1BETA_Q6 ABI3BP ACADVL ACVR2A AFF3 AGBL2 AMMECR1 ANAPC15 ANK3 ANKRD17 APBA1 AR ARF3 ARHGAP30 ARMC8 ARMCX3 ASIC3 ATP1B3 BAD BBOX1 BCL2 BCL2L1 BPIFB3 BSCL2 CA7 CACNA1C CALD1 CAPG CASK CCDC140 CCKBR CCN4 CCNC CD163 CD274 CD6 CDH13 CDK6 CELA1 CHD2 CITED1 CLVS1 CNTD1 COA3 COLCA1 COQ8B CREBRF CRHR1 CRK CSNK1E CTCF CYP1B1-AS1 DCAKD DDX17 DHRS3 DICER1 DLG4 DMD DNMT3A DUSP22 DYNLL1 EED EEF1A2 EIF4G1 EMP3 ERBB3 ETV6 EVA1B FASTK FBXO24 FBXO40 FBXW4 FCHSD2 FERMT2 FGF14 FHDC1 FOXO3 FOXP2 GABRA1 GAPDH GATA6 GNAT1 GNG3 GPC6 GPR162 GSPT1 H1-0 HCP5 HEATR9 HEBP2 HES7 HHIP HMGB3 HOXA11 HOXB4 HOXB6 HOXD12 ICMT ICMT-DT IGFBP6 IL1RAPL1 IMPDH1 ITGA7 ITGB7 ITPKC ITSN2 KCNE5 KCNJ1 KCTD15 KDM3B KIRREL2 KLF13 KLHL24 KMT2E KRT14 LIF LIN28A LINC00649 LINC01106 LPCAT3 LPL LRCH4 LRRC49 LRRFIP1 LRRFIP2 LRRN2 LRRTM1 LRRTM4 MACROD2 MAGED1 MAN2C1 MAP4 MARCKSL1 MATN1 MECOM MED13 MPC2 MSL2 MTMR4 MTTP NCALD NME3 NMT1 NOL4L NPDC1 NPPA NR4A2 NR4A3 NTRK1 NXPH3 OBSCN PANK3 PAQR4 PAX3 PCDH17 PCDH7 PCDHGC3 PDE10A PHYHIP PIAS2 PLXNC1 PMP22 PPARGC1A PPP2R2A PRSS3 PTBP2 PTPN2 PUM1 PURA RALYL RASA1 RASSF2 RBM14 RBSN RELB REPIN1 REST RIF1 RIMS1 ROBO1 ROR1 RUSC1-AS1 SBF2 SERBP1 SLC25A13 SLC25A14 SLC44A1 SLC6A14 SLC8A3 SLITRK1 SLITRK3 SLITRK5 SMAD6 SMARCA2 SMOC1 SNCAIP SOX4 SRGAP2 SRRM4 ST18 STARD13 STAT5A STC1 STOML2 SYT3 SYT7 TBC1D10B TBCC TBL1X TBL1Y TCHP TEAD1 TENT5A TFAP2A TFAP2D TGFB3 THAP10 THRA TMPRSS2 TMTC2 TNFRSF1A TNIP2 TRAF4 TRERF1 TREX2 TSHZ2 TSPYL2 TWF1 UBTF USP5 VAX1 VPS37B WBP1L WNK1 XPO1 XPR1 YWHAE ZBTB20 ZBTB7A ZC3H11A ZC3H18 ZFP36L1 ZIC1 ZIC3 ZNF143 ZNF521 ZNF711 PU1_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PU1_Q6 ABI1 ABI3 ACTR2 ACVRL1 ADAM11 ADAM15 ADAMTS1 ADGRG3 ADNP ADORA1 ADORA3 ANKRD20A19P ANKRD28 APOBR ARHGAP30 ARHGAP8 ARHGEF4 ARID1A ASTN1 ATP2A3 ATP5MC1 ATP5PD BEND6 BIRC3 C1orf162 CALHM2 CBX8 CCDC136 CCDC88B CCT7 CD101 CD37 CDKN2A CEBPE CEBPG CHRM4 CKB CLIC1 CLNK CLUH CNOT6L CNST CREB5 CSAD CSF1 CTSA CTSG CX3CL1 CYTOR DALRD3 DCAF17 DENND2B DERL3 DGKZ DNAI1 DOP1A DPP8 EIF3E EIF4EBP1 ELMO1 ELN ELOVL5 ERF ESAM ESRP2 ETV1 EVI2B FAM110A FAM219A FAM81A FAU FBXL20 FBXW4 FCGR1A FCRLA FGF12 FKRP FOXA1 FUT8 FYN GATA3 GIMAP4 GIT2 GLT8D2 GLYR1 GNGT2 GPN2 GRID2 GRIK2 H1-10 HNRNPA3 HNRNPUL1 HOXB8 HOXC4 ICAM2 IL18 ILRUN IRAK4 IRF2BPL IRF8 ITPRIPL1 JAKMIP2 JARID2 KCNAB1 KCNQ1 KDM2A KIFC3 KLK13 KMT2D KMT2E LAIR1 LAMA3 LCP2 LECT2 LIMD1 LRRFIP1 LTA LTB4R LYN MAPK3 MARCHF1 MED15 METTL8 MKX MOB3C MPO MR1 MRPL17 MRPL49 MRPS18B MSH5 MTPN MXD4 NAV1 NAV2 NCF2 NCK1 NCKAP1L NDN NDUFAF3 NEURL2 NFKB2 NHERF1 NINJ2 NR1H3 NR2C2 ONECUT1 PABPC1 PACC1 PAK1IP1 PATZ1 PAX2 PBX1 PCDH9 PCDHGA5 PCSK5 PDLIM2 PHOX2B PIEZO1 PIK3CG PKN1 PLCB2 POLD4 POU2F1 PPP1CA PPP1R10 PPP1R14C PRADC1 PSMD9 PTBP3 PTK7 PTMS PTPN22 PTPRCAP PUS7L RAB20 RAB5C RAB8B RCBTB1 RERG RHOA RINL RNF111 RORA RPL17 RREB1 SCAF11 SCRT2 SEC24B SEMA6B SEPTIN1 SESN2 SESN3 SHISA6 SHISA7 SIK3 SIRPA SLC16A13 SLC27A3 SLC39A5 SLC43A2 SLC9A1 SLC9B2 SNAI1 SOST SP6 SPATA6 SSBP4 SSTR5 SSTR5-AS1 STAP1 STAT6 STRN4 TACR1 TBC1D10C TBXAS1 TCN2 TCTA TFAP2C TFB2M TLR4 TMEM229B TNFSF11 TNFSF13 TREML4 TRPM3 TWIST1 UBE2D3 URB1-AS1 USP46 VAV1 VDAC2 WIPI2 ZIC2 ZNF384 ZNFX1 PXR_Q2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PXR_Q2 ABCC4 ADAM15 ADO AFF4 AKAP3 AKIRIN2 ALDH1A2 ALDOA AMY2B ANGPT2 AP1G2 APOA5 APP ARHGAP15 ARHGAP18 ARL4A ASB4 ATAD2 ATP1B1 ATRNL1 ATXN1 BCL9 BDNF BHLHE22 BHLHE40 BMAL1 BMI1 BNC2 BRINP3 BTF3P11 C22orf31 C4orf3 C6orf62 CA14 CABLES1 CABP1 CACNA1G CACNB3 CCDC141 CCDC88A CCN2 CDH10 CDK13 CDK15 CDK2 CDK2AP1 CHD2 CHST10 CHST11 CKS1B CLUH CNIH2 CNIH3 CNTF COPG2 CREB5 CSDE1 CSRNP3 CTRC CYB5D1 CYTH3 DARS1 DDX17 DHRS3 DIP2B DLGAP4 DMD DNAJC28 DNAJC5B DRG1 EDC4 EGR2 EMID1 EML3 ETV4 ETV5 EXOSC9 FABP6 FAM50A FBRS FFAR4 FGF11 FGR FHL3 FKBP2 FOXD3 FRA10AC1 FSTL1 FTCD GAP43 GATA4 GDI1 GLYR1 GPHN GRIA3 GRIK3 GRIN2B GSK3B GTPBP1 HBE1 HCN1 HEBP1 HES1 HES7 HMG20A HOMEZ HOXA10 HOXC13 HOXD3 HOXD9 HPN HSPB2 HTN1 IFRD2 IKZF2 IL10 IL11 IL11RA IL1RAPL1 IMPG1 IPO7 ITIH2 ITIH3 ITSN2 JADE2 JMJD1C KCNMB2 KLF7 KLHL11 KLK13 KRT25 LIN28A LIN54 LMO1 LMO4 LMOD3 LRCH1 LRMDA LRRTM3 MACF1 MANF MAP1A MAP2K5 MAP4K3 MAP4K4 MBNL2 MDP1 MED12 MEIS1 MEIS2 MICALL2 MITF MLLT6 MPP2 MPZL3 MRPS18B MSX2 MYH13 NAA38 NDN NDRG2 NEUROD1 NLGN3 NLK NOL4L NPAS2 NR0B2 NR2C2 NR3C2 NR4A3 NR5A2 NRG1 NRP1 NRXN3 NSMCE3 NUFIP2 NXPH3 NYX ODAD3 OVOL1 OXA1L PAGR1 PITX2 PKP3 PLAT PLCD4 PLCG2 PLEKHA1 PLXNA2 PRKACA PRKCSH PRRX1 PRSS12 PRSS35 PSME1 PTCHD4 PTPRC PURA PYGL RAB5C RAMP2 RARG RNF145 RNF212 ROM1 RPS6KA5 RREB1 RWDD3 SAT1 SCNN1A SCRN1 SEMA4A SERPINC1 SHC1 SIX1 SLC18A2 SLC32A1 SLC38A6 SLC6A6 SLN SMAD1 SMAD3 SMAD6 SOCS2 SOD3 SP8 SRSF6 SSBP3 STAC2 SUPT16H SYNGR1 SYTL2 TAL1 TAOK3 TBCC TMEM125 TMEM88 TNFSF15 TNS1 TOB2 TRMT10A TTYH1 TUG1 TUT1 UBE4B UBXN10 UGP2 USP3 VASN VPREB3 WFIKKN2 XYLT1 ZCCHC12 ZDHHC21 ZDHHC7 ZKSCAN5 ZNF513 ZNF532 ZNF70 ZNF768 RAAGNYNNCTTY_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RAAGNYNNCTTY_UNKNOWN ABCA12 ACTB ADAMTS6 ADGRB3 ADSS2 AFF4 AGAP2 ALOX12B ARHGAP6 ASB4 ASCL4 ATF4 B3GALT5-AS1 BAD BBS12 BCL11A BDNF BIRC8 BMPR2 BSND CABCOCO1 CBLIF CDC42EP4 CERS1 CHCHD7 CNTF CPA2 CPNE8 CRIM1 CTSS CYP7B1 DCUN1D1 DIAPH1 DLG2 DRD3 DYSF ELAVL2 ENPP2 ESRRG EXOC6 FAM167A FAM193B FBLN5 FBXO11 FBXW7 FCHSD2 FOXF2 FOXP2 FST GDF1 GDNF GLRX5 GNA13 GPC4 GUCY2C HOXA5 HOXD3 HSCB HTN1 ID3 IGF1 IL1RAP INO80D ITGA1 ITGA7 JMJD6 KBTBD12 KCNH8 KCTD6 KLF7 LCOR LMO2 LSAMP MAFG MCAM MRPL49 MXI1 MYCL NNMT NRXN3 NXPH4 OLFM4 OTP PALMD PAX8 PBXIP1 PCF11 PDGFB PDZD4 PELO PHEX PHOX2B PLAG1 POU4F1 PPARGC1A PROK2 PTMA PTPN12 PTPN7 PXK PYGM RBFOX1 REEP4 RGS8 RIMS1 RNF152 RNF181 RORA RUNX1T1 RUNX3 S100A9 SAMM50 SATB1 SCAF11 SCN3A SCUBE3 SEMA7A SETD2 SEZ6 SFRP2 SH3KBP1 SHANK2-AS3 SLC25A39 SOX21 SP8 STRA6 TBX19 TGIF1 TIAL1 TLE4 TMEM150A TMEM35A TMTC2 TUBA1A UBE2E4P ULK3 UTP4 VIPR2 WNT2 YWHAQ ZFP36L1 ZFP91 ZFPM1 ZHX3 ZNF362 ZNF541 ZNF688 ZNF689 RACCACAR_AML_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RACCACAR_AML_Q6 ABHD8 ACIN1 ACVR2A ADAM28 ADAMTS8 AGO1 AGPAT4 AKAP3 AKT2 AMD1 AP1S2 AP5B1 APLNR APOBR ARHGAP30 ARHGAP45 ARHGAP8 ARHGEF2 ASB7 ASCL4 ATF7IP ATP5F1A BATF BATF3 BCAR3 BCL6 BLOC1S1 BMPR1B BNC2 C14orf119 C1QTNF6 CALCOCO1 CALR CBL CCL2 CCL4 CCNT2 CCR1 CD28 CD6 CD69 CDC37L1 CEMIP CFAP20 CFH CFP CHAD CITED1 CLDND1 CNTD1 COA3 COMMD5 CPA2 CPNE1 CRY1 CSF2 CTHRC1 CXCR3 CYTIP DAB2 DAB2IP DGKZ DKK1 DMP1 DOK2 DYRK1B EDARADD EDC4 EIF5A ELAVL2 EMP1 ENTPD3 ERG ETF1 EVI2A EYA1 FAM117A FAM13C FCER1G FDCSP FGFR1 FLI1 FOXN3 FOXP3 GABRA6 GPBP1L1 GPD1 GPR15 GPR155 GPR171 GPR50 GPX1 GRHL3 GTF2A1 HEMGN HEY1 HHIP HLX HOXA9 HOXB3 HOXB4 HOXB5 HOXB6 HOXC4 HOXC6 HOXD10 HPCAL1 HSP90B1 ID3 IFNG IL17A IL17F IL17RE IL3 IL7R ITGB7 JMJD1C KCNJ1 KCTD15 KLHDC9 KRT10-AS1 KRTAP6-3 LCK LIF LIFR LINC00314 LINC00649 LINC02694 LINS1 LRATD1 LRMDA LTBP1 LUC7L MADD MAFG MAP1LC3A MATN1 MIR17HG MKLN1 MND1 MSI2 MSMB MSRA MTMR11 MTMR3 MTMR4 MTX1 NAPSA NAV3 NDUFA3 NEK6 NHSL2 NIBAN3 NSUN4 NUCB2 NUTF2 ODAPH OLIG3 OSCAR OTP PAFAH1B1 PAX1 PBK PCSK5 PDE6H PDGFC PDZD2 PGF PHF21A PHF6 PICALM PIK3R1 PITPNC1 PLXNC1 POF1B POLG2 POU2F1 PPARG PPP1R12C PPP1R14C PPP2R3A PROK2 PRR5L PRRG4 PTPN22 PTPRS RABGAP1L RASSF2 RBBP6 REL REXO2 RGMA RGS1 RGS14 RHOG RIN1 RNF43 RPA3 RPP21 RPP25L RTN4RL1 RUNX1 RUNX2 RYBP SASH3 SCAI SCN2B SCNN1A SCRN1 SDF2L1 SELENOH SGIP1 SIRT1 SLA2 SLC12A6 SLC26A7 SLC31A2 SLC36A2 SLC43A2 SLC44A4 SMG7 SOST SOX5 SPIB SPINK6 SREBF2 SRSF4 STAU1 STON1 STON1-GTF2A1L SUPT16H SUPT4H1 SWT1 SYT9 TACC2 TAGAP TBC1D10B TBL1X TBPL1 TBX5 TCF12 TCF7 THBS3 TLN1 TMEM151A TMEM215 TMEM86A TNFRSF12A TP63 TRMT1L TRPM8 TRPV2 TSPAN13 TSSK2 TULP4 TWF1 UBE2R2 VASN WAS WBP1 WNK4 WNT8B WWC2-AS2 ZBTB25 ZBTB8A ZEB2 ZFHX3 ZIC4 ZNF821 RACTNNRTTTNC_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RACTNNRTTTNC_UNKNOWN ABCC5 ADAM22 ANP32E APBA3 ARHGAP9 ASIC2 BABAM1 BCLAF3 BET1 C8orf82 CARF CD99L2 CDIN1 CDKL5 CEP41 CHMP4B CITED2 CKM CLPB COX7B CRISP1 CSRNP2 CTCF CTF1 DCAF1 DCDC1 DDX25 DLX1 DPYSL2 DRC7 DTX2 EIF4G1 ENOX2 ERG FBXW7 FEM1A FOXA3 FOXO4 GFUS GPX1 GSK3A HGF HHAT HIGD2A HMBOX1 HOXA5 HOXC4 HSD17B4 INTS9 INVS IPO13 IRF2BP1 JAK1 KLF9 LINC00487 LYSMD1 MARS1 MED15 MINDY1 MIR137HG MISP MKNK1 MON1A MOS MPI MRPL34 MRPL50 MRPL54 NEUROD6 NFATC4 NOP16 NSD3 OGG1 OTP PAX6 PCYT2 PDE6D PDLIM7 PI15 PLP2 PNPLA6 POC1A POLR1B POU2AF1 PRAF2 PRPF19 PRUNE1 PSMC3 PURA PUS3 RANBP10 RDH11 RNF121 RNF220 SAP130 SAV1 SCNM1 SDF2 SGF29 SHKBP1 SIX1 SLITRK5 SMPD3 SRSF2 STOML2 SUPT6H SWT1 SYMPK TGFBI TMED5 TNKS2 TNRC6A TRMT1L TRPS1 TSNAXIP1 TYRO3 UBE2N VPS41 WBP1L ZFP2 ZNF189 ZNF420 ZNF485 ZNF546 ZNF568 ZNF569 ZNF570 ZNF571 ZNF582 ZNFX1 RCGCANGCGY_NRF1_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RCGCANGCGY_NRF1_Q6 AATF ABCB6 ABCC5 ABCF3 ABHD10 ABHD14A ABHD14B ABHD15 ABHD18 ABHD5 ABI1 ACIN1 ACOT13 ACTB ACTR1A ADAM10 AGFG2 AGO1 AIFM1 AIMP2 AKAP13 AKAP8 AKIP1 AKIRIN2 AKR7A2 AKT1S1 AKT2 ALG5 ALG6 ALKBH5 ANAPC15 ANAPC16 ANP32A AOPEP AP1G2 AP1M1 AP1S1 AP2A1 APBB3 ARAF ARF4 ARF6 ARFGAP3 ARID4A ARMC2 ARMC6 ARPC2 ARPC5 ARRB2 ARRDC3 ARSK ASB8 ASIC1 ASRGL1 ASZ1 ATAD3A ATF5 ATF7IP ATM ATP2C1 ATP5F1C ATP5F1D ATP5MC2 ATP5MC3 ATP5MG ATP5MJ ATP5PO ATP6V0D1 ATP6V1D ATPSCKMT AURKA B9D1 B9D2 BAD BAG1 BAG4 BAG6 BANP BASP1 BCCIP BCDIN3D BCKDHA BCL7A BCLAF1 BLOC1S2 BMPR2 BMT2 BRD2 BRK1 BSN BTBD8 C14orf119 C14orf178 C15orf40 C21orf58 C22orf23 C2CD6 C2orf15 C2orf73 C6orf136 C9orf163 CACNA1B CACUL1 CAPN7 CAPNS1 CARF CARNMT1 CASK CASKIN2 CASP2 CBFB CBLL1 CBR1 CBR3 CBX5 CBY1 CCAR1 CCDC106 CCDC107 CCDC12 CCDC127 CCDC150 CCDC171 CCDC181 CCDC47 CCDC87 CCDC93 CCDC97 CCNA2 CCNF CCNI CCNJL CCR10 CCS CCT3 CCT5 CD320 CDC5L CDK10 CDK16 CDK19 CDKN2B CDS2 CDV3 CENPI CENPO CEP19 CEP85 CFAP20DC CFAP418 CFAP44 CFAP52 CFL1 CHCHD4 CHERP CHL1 CHMP2A CHMP2B CHMP3 CHMP5 CIPC CIRBP CIRBP-AS1 CISD1 CKLF CKS1B CKS2 CLCN2 CLEC18C CLGN CLOCK CLPX CMTR1 CNIH1 CNKSR2 CNOT1 CNOT4 CNOT9 CNP CNPPD1 CNTNAP1 CNTROB COG6 COQ3 CORT COX6C COX7A2L CPNE1 CPSF3 CPSF4 CRIPT CRMP1 CRTC1 CRY1 CSDE1 CSNK2B CSTF1 CTCF CTDNEP1 CTSF CXCR4 CYB561D2 CYP2R1 CYP7B1 DAD1 DAW1 DAZAP1 DCAF8 DCTN4 DCTN5 DDIT3 DDX39B DDX3X DDX42 DENND2B DENND5A DENND6A DFFB DHX9 DIDO1 DISP2 DNAAF1 DNAI1 DNAI4 DNAJA1 DNAJA3 DNAJB12 DNAJB9 DNAJC11 DNM3 DNMT1 DPF2 DPY30 DPYSL2 DRG1 DSN1 DUSP6 DVL2 DYNLRB2 DYNLT1 EBP EDEM2 EDEM3 EED EFCAB11 EGLN2 EHD1 EID1 EID2 EID2B EIF1 EIF1AX EIF2A EIF2B3 EIF2S1 EIF2S2 EIF3A EIF3K EIF5A EIF5B ELOVL4 ELP5 ELP6 EMC10 EMSY EPM2AIP1 ERCC6 ERG28 ERGIC3 ERRFI1 ESCO1 ESF1 ESRP2 EWSR1 EXOC8 EXOG EXOSC2 EXOSC5 EXOSC8 FADD FAM120C FAM133B FAM13B FAM219A FAM219B FAM222B FAM98A FARSB FASTKD2 FBXO15 FBXO5 FCHSD2 FGF12 FHOD1 FKBP2 FMC1 FMR1 FOS FOXA3 FOXO4 FPGT FTSJ3 FUS FUT11 FUT8 FXR2 FYTTD1 GABPB2 GABRB1 GABRB2 GART GATD3 GDPD1 GEMIN2 GEMIN4 GEN1 GET1 GIN1 GIT2 GJB1 GMNN GNG10 GOLGA1 GOLGA4 GOPC GPANK1 GPATCH11 GPC2 GPR85 GRB2 GRK5 GSS GTF2A1 GTF2A1L GTF2E2 GTF2F1 GTF3C1 GTF3C2 GTPBP10 H1-2 HACD3 HAPSTR1 HDX HERC4 HIBADH HIGD2A HILPDA HINT1 HMMR HNRNPA1 HNRNPDL HNRNPH1 HNRNPL HOOK3 HSDL1 HSDL2 HSPA4L HSPB9 HSPD1 HSPE1 HTN1 ICMT ICMT-DT IDH3G IFT27 IFT80 IL4I1 ILF3 ILF3-DT ILVBL ING2 INO80C INTS11 INTS2 INTS3 INTS5 INTS7 IPO11 IPO9 IRF2BPL ISCU ITCH ITGB1BP1 IWS1 JAG1 JAGN1 JAK2 KANSL1L KANSL3 KAT2A KAT7 KBTBD2 KCTD13 KDM1A KDM2A KDM3A KDM4C KDM5C KIF3A KIF5B KIFAP3 KIN KLHL10 KPNA1 KRCC1 L1CAM LAMTOR3 LENG8 LETMD1 LIG3 LIN37 LIPT2-AS1 LMO3 LRCH3 LRP1 LRP2BP LRRIQ3 LSM1 LSM2 LYST MACROD2 MAD2L1 MAGED1 MAGED2 MAGEE1 MAGEE2 MAGIX MAP2K2 MAP2K7 MAP3K11 MAP4K1 MAPK7 MAPKAP1 MAPRE3 MAPT MAX MAZ MBD3 MCM4 MCRS1 MDH1B MECP2 MED11 MED25 MED26 MEF2B MEPCE METTL22 MFSD13A MFSD8 MFSD9 MIB1 MIER1 MINK1 MITD1 MKNK1 MLH1 MLH3 MLST8 MLX MOCS2 MOK MORC3 MORF4L2 MORN5 MPDU1 MRPL14 MRPL17 MRPL22 MRPL30 MRPL36 MRPL45 MRPL49 MRPS18B MRPS9 MRTFB MSH4 MST1 MTCH2 MTFMT MTFR1 MTPN MTRFR MXD3 MZT2B NAA15 NAA25 NAA35 NAE1 NAPB NAPG NBEA NCAPD3 NCAPH NCBP1 NDN NDRG3 NDUFA13 NDUFA5 NDUFA8 NDUFAF5 NDUFS6 NEK8 NEUROD1 NF1 NFAT5 NFYA NNAT NOA1 NOB1 NOP16 NPAT NPDC1 NPM1 NPRL2 NR0B1 NR1D1 NR2C1 NR2C2AP NRGN NT5C3B NT5DC2 NUBP1 NUDCD2 NUDT10 NUDT11 NUDT4 NUP107 NUP62 OARD1 OAZ2 OGA OMA1 ONECUT1 OSER1 OSTC OTUD6B OVOL1 P4HA1 PABIR1 PABIR2 PABPC1 PACC1 PACRG PAGR1 PAIP2 PALB2 PALS1 PAQR4 PARP3 PARP6 PARS2 PAXBP1 PCCB PCGF1 PCGF6 PCIF1 PCNA PCNT PCSK1N PCYT2 PDCD2L PDCD6IP PDCL3 PDE7A PDLIM7 PDRG1 PDXDC1 PEX11G PEX16 PFDN1 PGAP1 PGLS PGRMC2 PHAF1 PHF1 PHF12 PHF23 PHKG2 PHLPP1 PIAS1 PIAS4 PIGF PIGV PIGX PIM3 PINK1 PITHD1 PKD2L2 PLEKHA1 PLK4 PLOD3 PMS2 PNRC1 POLA1 POLA2 POLH POLR2A POLR2B POLR2F POLR2H POMT1 POP7 POU2F1 PPM1A PPM1D PPME1 PPP1CB PPP1R10 PPP1R12A PPP1R12B PPP1R15B PPP2CA PPP4R4 PRDX4 PREB PRKAR2A PRKDC PRKN PRPF3 PRPF6 PRR16 PRRG1 PSD PSENEN PSMA4 PSMC5 PSPC1 PSTK PTCD1 PTGES3 PTGR2 PTMA PTPN2 QPCTL RAB10 RAB18 RAB1B RAB35 RAB3IP RABGAP1 RABGGTB RABIF RAD21 RAD23B RALBP1 RALGAPB RANBP3 RASA1 RASSF1 RAVER1 RBBP7 RBBP8 RBM12 RBM14 RBM4B RDH10 REEP4 RETREG2 RETREG3 RFXANK RFXAP RGL1 RHBDD3 RHOA RHPN1 RHPN1-AS1 RILPL1 RMDN1 RNF111 RNF123 RNF149 RNF170 RNF19B RNF216 RNF24 RNF40 RNF8 RPL5 RPL7 RPRD2 RPS16 RPS23 RPS29 RRP9 RSPH14 RSU1 RTBDN RTCA RTCB RTKN2 RTN3 RUNX1T1 RWDD1 RXRB SAE1 SAFB SAMD10 SAMD8 SAP18 SART3 SAYSD1 SBDS SBF2 SCAMP2 SCAMP3 SDCCAG8 SDHA SDR39U1 SEC24C SEH1L SELENOI SELENOT SENP1 SENP7 SERP1 SESN1 SET SF1 SGCB SGF29 SHC1 SHMT2 SIKE1 SIRT6 SIX5 SKIC3 SLC16A13 SLC25A3 SLC25A31 SLC25A51 SLC2A4 SLC35A4 SLC35B3 SLC35D1 SLC39A7 SLC3A2 SLC46A1 SLC4A2 SLC66A1 SLC6A7 SLC7A10 SLC9A5 SMAD5 SMAP2 SMARCA5 SMARCB1 SMARCD3 SMC4 SMC5 SMC6 SMG6 SMIM11 SMPD4 SNAP29 SNAPC1 SND1 SNHG29 SNRNP70 SNRPD2 SNRPN SNURF SNW1 SOCS4 SON SORCS3 SP8 SPATA5L1 SPINT2 SPOP SPRTN SPRY4 SPTY2D1 SRPK1 SRR SRRM1 SRRM2 SRSF1 SRSF2 SRSF7 SRSF9 SSH2 SSR4 STAG1 STAG2 STAG3 STARD10 STIM2 STK31 STK38 STT3B STX12 STX8 SUFU SUGP2 SYMPK SYNGR4 SZRD1 TAF7 TAOK2 TBC1D15 TBC1D17 TBC1D32 TBC1D5 TBCCD1 TCF25 TCTA TDG TDP1 TDP2 TDRD1 TECR TENT2 TEX264 THAP11 THAP5 TIA1 TIAL1 TIGAR TIGD6 TIMM21 TIMM29 TMED4 TMED5 TMEM106B TMEM106C TMEM108 TMEM115 TMEM143 TMEM161B TMEM179 TMEM184B TMEM185A TMEM187 TMEM255A TMEM30A TMEM38B TMEM43 TMEM69 TMF1 TMOD3 TMTC2 TNKS2 TOLLIP TOMM7 TOP1 TOPORS TP53I13 TRAF3IP1 TRAPPC1 TRAPPC3 TRIM28 TRIM37 TRIM39 TRMT11 TSACC TSC22D1 TSEN2 TSEN54 TSGA10 TSSK6 TSTD2 TTLL4 TUBA1B TUBG1 TUBG2 TUBGCP4 TULP3 TXNDC9 TXNL1 TYW1 U2AF1L4 U2AF2 UBA52 UBAC2 UBE2D3 UBE2K UBE2M UBE4A UCHL3 UGGT2 UPF2 UQCC2 UQCR10 UQCRC1 UROS USF2 USO1 USP37 UTP18 UXS1 VASH1 VAT1 VAV3 VCPIP1 VPS13C VPS26B VSNL1 WAC WDFY2 WDHD1 WDR12 WDR20 WDR35 WDR44 WDTC1 WIPI2 WNK1 WNT5A XPO5 XRCC1 YEATS4 YIPF2 YIPF5 ZBTB17 ZBTB4 ZBTB5 ZC2HC1C ZC3H14 ZC3H8 ZCCHC7 ZCWPW1 ZDHHC12 ZFAND3 ZFP91 ZFYVE16 ZGRF1 ZMYM2 ZMYM4 ZMYM6 ZMYND10 ZNF12 ZNF2 ZNF281 ZNF286A ZNF322 ZNF382 ZNF428 ZNF454 ZNF576 ZNF638 ZNF644 ZNF646 ZNF653 ZNF668 ZNF692 ZNF770 ZNHIT1 ZSCAN29 RFX1_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RFX1_01 ABCD1 ACBD3 ACTG2 ADM AGBL2 AKIRIN1 ANXA1 AP1M1 APOO ARFGEF2 ARHGAP15 ARHGAP44 ARL13B ARL4A ASB7 ASXL2 B3GALT2 BBS2 BCAP31 BCL2L1 BDNF BIK BMP6 BNC2 BOP1 BRD2 BTRC C10orf53 C2orf15 C2orf73 C5orf15 CACNA2D3 CALB2 CAPN3 CARS1 CBX8 CCDC103 CCDC126 CCDC33 CCDC60 CCDC65 CCP110 CDC14A CDIPT CEP83 CFAP20DC CFL2 CIBAR2 CITED2 CKMT1B CNOT10 COQ8B CORO6 CPEB2 CPLANE2 CPXCR1 CTF1 CX3CL1 CXorf58 CYTH2 DDX17 DDX41 DHX8 DIO3 DMD DNAH7 DNAH9 DNAI1 DNAL4 DPAGT1 DRP2 DUSP4 DYDC2 DYNLL1 DYNLRB2 E2F5 EFHC2 EFNA1 EFNB3 EFTUD2 ENKD1 ENOX1 F2RL1 FAM166A FAM167A FAM219A FAM76A FANCD2OS FASTKD2 FGR FHIP1B FIBCD1 FILIP1 FUZ FXYD6 FZD1 GABARAPL2 GALNT14 GBF1 GDE1 GGN GJB1 GOLPH3L GPR119 GPX1 GRIA1 GRIK5 GRM3 GSK3B GSN GTF3C4 HAT1 HCAR3 HDAC9 HEATR4 HECTD1 HM13 HMGCS1 HOXA10 HS2ST1 HSF1 HSPG2 IDS IFT88 IGF1 IGSF8 IQCD JADE2 JOSD2 KCNJ2 KIF17 KIRREL2 KLHDC10 KRTAP11-1 LINC00649 LINS1 LMO3 LRRC46 MAGED1 MANEA MAP9 MDH1 MDH1B MECOM MED25 MFN1 MIEF2 MIR137HG MRPL10 MSL2 MTTP MYH8 MYO19 MYO1C NAA60 NAB2 NALF2 NAT14 NCOA5 NECTIN4 NEDD9 NKX2-1 NLGN2 NME5 NPM1 NRGN ORAI3 OVOL2 PACRG PAK6 PAX6 PCGF1 PDCL2 PDZD4 PELI3 PES1 PIGA PIGW PIK3R4 PITX2 PLCB3 PNKD POLR3H PPOX PPP1R32 PPP2R2B PRDM4 PRICKLE1 PRKCSH PRKN PRRX1 PSMF1 PTCH1 PTDSS2 PTPRT PURA RASGEF1A RFC5 RIBC1 RIBC2 RIT2 RNF25 RPS6KA5 RRAGA RSPH14 SALL2 SCN2A SDCBP2 SELENOF SFR1 SH3GL3 SHC3 SIK1 SIX1 SLC8A3 SMAD5 SMC1B SMG1 SMG6 SNRPF SOWAHA SOX3 SPA17 SPTAN1 SRR ST13 STMN4 STOML2 SWSAP1 SYT16 TBATA TBC1D16 TBPL1 TBX5 TCF12 TEKT2 TENT5D TFIP11 TMEM131L TPCN1 TRAF4 TRERF1 TSGA10 TTC16 TUSC3 UBB UBE2U UBXN10 VEGFA WDR17 WDR90 WHRN WWOX XPNPEP3 XRCC1 YIPF5 YWHAQ ZCCHC8 ZFP36L2 ZFYVE1 ZNF385B ZNF646 ZRANB1 RFX1_02 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RFX1_02 AAGAB AARSD1 ABHD14A ACTRT1 ADK AGAP2 ANK2 ANKFN1 ANKRD13D ANKRD45 AP1S1 AP3M2 ARHGAP29 ARRDC4 ATL1 ATN1 ATP13A4 ATP1A3 ATP2B4 B9D2 BAD BAIAP3 BATF BBS1 BDP1 BLZF1 BMT2 BRAF BTBD16 BTBD3 C10orf67 C14orf132 C14orf178 C2orf15 C2orf66 CADM1 CALY CAMK1 CAMK2A CASKIN1 CCDC181 CCDC74A CCDC74B CCN3 CCSER1 CDK2AP2 CDKL2 CEP135 CEP41 CFAP20DC CFAP52 CFAP57 CFAP70 CFAP91 CHCHD3 CHD5 CHL1 CINP CNIH2 CRB2 CRIP2 CRKL CRYZL1 CSMD3 CSRNP3 CSTPP1 CXXC5 CYRIA DAW1 DCDC1 DCUN1D4 DHX40 DHX57 DMD DMTN DNAAF1 DNAAF11 DNAJA1 DTNA DUSP3 E2F1 E2F3 EBNA1BP2 EDC4 EFHD2 EHD1 ELAVL3 ELMO1 EML1 ENKUR ETS2 FAM107A FGD4 FGF9 FKRP FMR1 FOXH1 FXYD1 FXYD6 FXYD7 GAS7 GGNBP2 GLRX5 GNB2 GNB4 GOLM2 GPC3 GPR162 GPR17 GRIN2D GRM1 GRWD1 HDAC4 HMGN2 HNRNPF HPCAL1 HPCAL4 HSD11B1L HSDL1 HYDIN ICAM5 IFT22 IL34 INO80B INTS3 IRS2 ITGB3BP ITPKA ITPR1 ITSN1 KATNAL1 KATNAL2 KCNIP2 KCNJ16 KCNJ9 KDM3A KLHL18 KMT5C L3MBTL2 LAMP5 LARGE2 LINC01138 LINC01567 LINC01973 LINC02908 LRRC49 LRRN3 LYSMD1 MAPK10 MAPK11 MAPRE3 MET MGAT4B MICOS13 MINK1 MIR137HG MOK MORN2 MPC2 MPP2 MPPED2 MRPL49 MTF1 MYH2 NBR2 NCALD NFATC4 NIM1K NKX2-1 NLGN2 NME7 NOS1 NRSN2 NSMF NUDC ODF1 OR2L13 ORAI3 OSBPL2 PAK4 PBXIP1 PCDHB1 PCF11 PCSK1N PER2 PHC1 PHEX PHOX2B PHTF1 PICK1 PIH1D2 PIN1 PKIG PLEC POLL POLR3GL PPM1E PPP1R17 PPP1R21 PPT2 PRKACA PRKCG PRR3 PRRT1 PSD PTK2B PTPDC1 PTPRR PUM1 QRFP QTRT1 RAPGEF3 REEP6 REM1 RFX4 RGS6 RHOBTB2 RHOD RIBC1 RNF139 RNF40 RNF5 RPL17 RREB1 RTP1 SCNM1 SEMA4B SH3GLB2 SHANK2-AS3 SLC10A2 SLC17A6 SLC44A1 SLC8A3 SPAG16 SPARC SPATA2 SPEF1 SPTBN2 STOML2 STRN4 STX18 STX8 SYT5 SYT6 TAMALIN TBATA TBC1D16 TCTN2 TEX33 TEX9 TGFB3 THBS3 THNSL1 TM9SF1 TMED10 TMEM17 TMEM270 TMEM67 TMIE TMX4 TNKS TNKS1BP1 TP53BP1 TRMT9B TRPS1 TSGA10 TSHZ2 TSNAXIP1 TSPYL4 TTLL1 TTR TUB TUBB4A TUBE1 UBE2W USF1 USP12 UVRAG WDR47 WFDC3 YWHAQ ZFYVE1 ZNF532 ZNF768 ZP1 ZSWIM1 RGAANNTTC_HSF1_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RGAANNTTC_HSF1_01 AAMDC AAMP ABCC5 ABCD1 ABHD3 ACOT7 ACTN2 ADAM15 ADAMTS2 ADAMTS9 ADCY6 ADCY8 ADM AHCTF1 AKAP13 ALKBH6 AMIGO2 AMOT ANKRD22 ANKRD28 ANKS1A AOC2 ARHGAP21 ARHGAP6 ARL6IP6 ARMCX3 ASNS ATG4A ATL2 ATP1B2 ATP1B3 ATP2C1 ATP6V1A B4GALT5 BANF2 BAZ1A BCAP31 BCL6 BCL9 BDNF BMP3 BMPR2 BNC2 BPIFB1 BRINP3 C10orf53 C12orf50 C1orf116 C7 CACHD1 CACNA1A CACNA1D CACNA2D2 CAMKK2 CARF CASQ2 CBFA2T3 CBX3 CCDC126 CCDC140 CCDC65 CCM2 CCT2 CCT3 CCT4 CCT8 CD9 CDH10 CEPT1 CHD1 CHD2 CHML CHORDC1 CHST2 CHST8 CISH CLASRP CLDN2 CLEC4D CLVS1 CMTM4 CNTF CNTFR COL13A1 COL4A5 COL4A6 COL6A3 CPA2 CREBBP CREM CRISP1 CRYAB CSRNP3 CTAGE4 CUL2 CUX1 CXCR4 CYLD CYP1A1 CYP46A1 DAPK1 DAPP1 DAZ2 DAZL DBI DCAF10 DDX17 DENND1B DERL1 DMD DMRT1 DMRTA1 DMRTB1 DMTF1 DNAJA1 DNAJB1 DNAJB5 DND1 DUSP1 DYNC1I2 E2F3 ECEL1 EDN2 EEFSEC EFNB3 EGF EGR3 EHD1 EIF4A2 EIF4ENIF1 EIF4G2 ELAVL4 ELF2 ELK3 ELOVL5 ENPP2 EOMES EPG5 EPHA2 ERO1B EVA1C FANCC FAP FASLG FBLN5 FBXW4 FGF9 FHL1 FKBP4 FLNC FLT4 FNDC9 FOXP2 FOXR1 FSCB FSIP2 FSTL3 FXYD2 G0S2 GAD1 GAD2 GATA3 GCH1 GDPD3 GIGYF1 GIPC2 GLRA3 GNAS GOLGA2P7 GOT1L1 GPBP1 GPR119 GPR17 GPRASP2 GREB1 GRIK1 GRM1 GRM8 GSN GSTA5 H2AZ1 HCFC1 HCN4 HDAC4 HES1 HIKESHI HIP1R HIPK1 HIVEP2 HLA-B HNRNPA2B1 HOXB1 HOXB5 HOXB8 HOXD13 HS6ST3 HSPA1A HSPA1B HSPA1L HSPA8 HSPB1 HSPB2 HSPB8 HSPD1 HSPE1 HSPH1 HTN1 HYPK ID4 IER5L IFT20 IGFBP5 IL36RN IL6ST IL9 ILDR2 IQUB IRF1 IRF2BPL ISYNA1 ITGA8 IZUMO1 JAM3 JAML JMJD6 JUN KANK4 KCNQ1 KCNS2 KLHL28 KNTC1 KRIT1 KRT85 LAMTOR3 LAP3 LARP4 LENEP LHFPL2 LHX3 LIN37 LINC00114 LINC00173 LINC00314 LMAN2L LMTK2 LRP1 LRRC8B LUZP1 MAGEH1 MAGI3 MAP2 MAP4K4 MAP6 MAPK14 MAPK1IP1L MARCHF10 MARK3 MAT2A MBNL2 MDFIC ME1 MEF2C MGLL MIR137HG MMP16 MOBP MORF4L2 MRPL45 MRPS6 MTMR11 MYOCD NAA50 NDNF NEK6 NETO2 NFAM1 NFATC3 NFATC4 NFKBID NNAT NOB1 NOL4 NOSIP NR4A2 NR4A3 NRF1 NRN1L NRXN3 NT5C3A NTF4 NUFIP2 ODAPH OGT OSR2 OTP OTX2 P4HA1 PACSIN3 PAK1IP1 PAK3 PARP6 PARVB PAX3 PCDH10 PDE6D PHF6 PIKFYVE PIP5K1A PIP5K1C PIP5K1P1 PKN3 PLBD1 PLEC PLEKHB1 PLOD1 PLXDC2 PLXNA2 PLXNC1 PNKD PNMA1 PNRC1 POLD4 POPDC3 PPID PPM1D PPP2R2C PPP2R5C PPT2 PRDM1 PRDM12 PSD3 PSEN1 PSENEN PSMD10 PTGIS PTHLH PTPRA PURA RAB6B RALGDS RASGEF1A RASGRP2 RAVER1 RBFOX1 RBPJ RBPMS RFX3 RGS1 RGS8 RHBDF2 RIMS2 RNF144B RORB RORC RPH3AL RPRD2 RSF1 RSRC2 RTL9 RTN1 RUNDC3A SCAMP1 SCG2 SCUBE3 SEM1 SEMA3A SERPINH1 SETD2 SGF29 SHANK1 SHC3 SHISA6 SIDT1 SIX4 SLC24A4 SLC25A41 SLC2A4 SLC35F3 SLC36A2 SMAD1 SMYD1 SND1-IT1 SOCS2 SP4 SPAG9 SPEN SPIN1 SPO11 SRP54 SRSF1 SSBP3 ST13 ST8SIA1 STAG2 STARD13 STC1 STIP1 STX12 SYNJ1 SYNM TAB2 TFAP2D TLK1 TLNRD1 TMCC1 TMEM107 TMEM131L TMEM243 TMEM71 TNFAIP1 TNPO3 TOGARAM1 TOMM40L TP63 TPI1P2 TPM2 TRDN TRERF1 TREX1 TRIP10 TRMT10A TRPC6 TRPS1 TSACC TSPAN13 TSPAN31 TSPAN6 TSSK3 TXLNGY TYR U2AF1L4 UBR3 UBR5 UMODL1 UNC79 USP34 VASH1 VEZF1 VTCN1 WDR12 WNT10B WWP1 XPNPEP3 XPO1 YWHAG ZBTB2 ZBTB20 ZBTB32 ZBTB41 ZC3H11A ZER1 ZFAND1 ZFX ZNF212 ZNF410 ZNF654 ZNF777 ZP3 RGAGGAARY_PU1_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RGAGGAARY_PU1_Q6 ABI1 ABI3 ACOT7 ACSBG1 ACSL4 ACVRL1 ADAM15 ADAP1 ADCY4 ADD3 ADGRG1 ADORA1 ADORA3 AGAP2 AHR ALDOA ANGPT1 ANGPT2 ANGPTL1 ANGPTL2 ANKRD28 ANP32A APOBR AR ARAP1 ARFGAP2 ARFGEF1 ARHGAP30 ARHGEF15 ARHGEF4 ARL6IP6 ASB2 ASB7 ASPHD1 ATP13A2 ATP1B3 ATP5PD ATPAF2 BAG1 BCL2 BCLAF3 BIN2 BMP5 BNC2 BRAF BRD9 C1QTNF5 C1orf122 C1orf162 CA4 CACNA1D CACNA1G CALHM2 CAMK1D CAMK2B CAPN3 CBFA2T3 CCDC68 CCDC88B CCN1 CCR7 CD101 CD200R1 CD37 CD5 CD79B CDC5L CDK8 CDV3 CDX2 CEBPE CEBPG CEP135 CFAP251 CHD2 CHMP5 CKB CLIC1 CLNK CLSTN3 CMYA5 CNNM1 CNOT6L CNST CORO1C CPEB4 CREB3 CREB5 CSF1 CSF2 CSF3 CTBP2 CTNND1 CTSA CUEDC1 CXCR3 CXXC5 CYB5R3 CYP1B1-AS1 CYTH4 CYTOR DALRD3 DCAF1 DCANP1 DDX23 DHH DHX30 DLAT DLC1 DLX4 DMP1 DMTF1 DNAI4 DNMT3A DOCK11 DOK2 DOP1A DPP8 E2F3 EFNA1 EFNB3 EGLN2 EID1 EIF4EBP1 ELMO1 ELN ELOVL6 EMC6 EMCN EMX2 ERBB3 ESM1 ESRRA ETF1 ETV6 EVA1A EVA1B EVI2B EVX1 FAM110A FAM241A FAM241B FAM3D FAM81A FAT1 FBXL20 FBXO11 FCRLA FGD2 FGF14 FGF20 FLNC FMNL1 FOXA1 FOXO4 FRMD8 FYN G6PC3 GAL3ST3 GALE GALNT4 GAREM1 GCK GGNBP2 GID4 GIMAP4 GIT2 GLRX5 GLT8D2 GNGT2 GPAT3 GPN2 GPR107 GPR137B GPR162 GPR173 GPR85 GRIN2B HAPLN1 HAUS3 HHEX HMGN3 HNRNPUL1 HOXA1 HOXB8 HOXC4 HOXC6 HPRT1 HR HTR2B HTR3B HYAL3 ICA1 ICAM2 ID3 IER5L IKZF2 IL12B IL13 IL17C IL17RE IL4I1 IMPDH1 INPP5F IRAG2 IRAK4 IRF2BPL IRF8 ITGA11 ITGA2B ITGAL ITGB7 ITPR2 ITPRIPL1 KALRN KCNMB3 KCNQ1 KCNQ5 KIFC3 KIRREL3 KIRREL3-AS3 KLHL3 KRT23 LAMP2 LANCL3 LCP2 LEMD1 LGALS4 LIF LINC00525 LINC01138 LINC03040 LINS1 LRRC28 LRRC32 LRRFIP1 LSM12 LTA LTB4R LTC4S LUC7L LYL1 LYN MAGED1 MAP1S MAP2K1 MAP4K2 MAP9 MARK3 MATN3 MAX MEIS2 MGAT4C MIER1 MIRLET7BHG MLLT10 MMP9 MMRN2 MOB3C MPO MR1 MSH5 MSX1 MTMR12 MTPN MTX2 MUC13 MXD4 NAA80 NAV1 NAV2 NCAM1 NCEH1 NCKAP1L NCLN NDFIP1 NDN NDUFAF3 NEURL2 NFAT5 NFYA NHERF1 NINJ2 NIPBL NKX2-2 NLGN3 NOSTRIN NPNT NPTN NR3C2 NRP1 NTS NUFIP2 OARD1 ORC4 ORMDL3 OSBPL7 OSER1 OTP OVOL2 P2RY10 PABPC1 PACC1 PARP8 PATZ1 PAX6 PAX8 PBX4 PCDH10 PCDH17 PCDH9 PCDHAC2 PCDHGA5 PCSK5 PDLIM2 PFKFB4 PI4K2A PI4KB PIK3AP1 PIK3CG PIK3R3 PITX2 PKN1 PLA2G4A PLAGL2 PLAT PLCB2 PLCD1 PLD3 PLVAP PLXNC1 PML POC1B POFUT1 POLD3 POLD4 POU2AF1 PPP1CC PPP1R14C PPP4R3B PPRC1 PRDM5 PRICKLE1 PROSER3 PRSS27 PSD3 PSEN1 PSIP1 PTAFR PTBP3 PTGDR2 PTGIR PTGS1 PTHLH PTK7 PTPN22 PTPN6 PTPN7 PTPRCAP PTPRH PTPRJ PUS7L RAB20 RAB2B RAB39A RAB5C RAC2 RALA RALY RAPGEF1 RASGRP3 RASIP1 RBM6 RBMS3 RBP5 RERG REST RGS12 RHOJ RILPL1 RINL RLIM ROCK1 RORA RORC RPL28 RTP1 RUFY1 RXFP4 S100A10 S100G SAMSN1 SCAF8 SCG3 SCRT2 SEC14L2 SEC16B SECISBP2L SEMA6B SEPTIN1 SH2D3C SH3RF1 SH3TC1 SIK3 SIPA1 SKAP1 SLA2 SLC12A4 SLC16A6 SLC1A5 SLC39A14 SLC41A1 SLC43A2 SLC7A1 SLC9B2 SMOX SMS SNCG SOST SOX5 SPATA6 SPECC1 SPI1 SPRED2 SRC SRP72 SRRM1 SSBP4 ST8SIA4 STAB1 STAP1 STARD13 STAT5A STC2 SWT1 SYNRG SYT7 SYTL1 TACR1 TAOK2 TAX1BP3 TBC1D10B TBC1D10C TBC1D8 TBCC TCF12 TCIRG1 TFAP4 TFB2M TFE3 TGM7 TIE1 TIMELESS TLL1 TLN1 TLR4 TMC3 TMEM178A TMEM185A TMEM204 TMEM59L TMOD3 TMPO TMPRSS11D TNF TNFSF11 TNFSF13 TNFSF14 TNK1 TOB2 TPM2 TPM3 TREML2 TREX2 TRIM63 TRIP13 TRMT1L TRPV2 TTC23 TWIST1 TYROBP UBALD2 UNC13D USP46 UXT VASN VASP VAV1 VDAC2 VGLL4 VIM VIP VSIG10 VSIG2 WASF2 WDFY3 WDFY3-AS2 WIPI2 WNT3 WNT5A WNT6 WNT9B XIAP YRDC YWHAQ YWHAZ ZBTB14 ZBTB7A ZFAND3 ZFYVE1 ZNF384 ZNF502 ZNF532 ZNF777 ZNFX1 RGTTAMWNATT_HNF1_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RGTTAMWNATT_HNF1_01 ACSL4 AGT ANXA13 APOM ARHGAP24 BCL9 BMI1 CARMIL3 CDH16 CFI CLDN19 CNTD1 COA3 COL16A1 COL9A1 CYP26A1 DLX1 DMD DZIP1L EEPD1 EGR1 F13B FGFR4 G6PC1 GC GLRA2 GOLT1A GRB7 HABP2 HCFC1R1 HGFAC HNF1A HNF1B HOXA10 HOXC4 HOXC6 HOXD4 IGFBP1 KCP KMT2A KRT25 LCT LINC00671 LIPC LPAL2 MITF MYRF NCKAP5 NFE2L2 NPAS2 NR5A2 NRP2 PDLIM5 PLA1A PLG POLR2A RBMS1 RNF186 RTN4 SERPING1 SGK2 SLC12A2 SLC17A2 SLC17A4 SLC23A1 SLC25A45 SLC5A12 THAP11 THOC6 TINAG TTR UGT1A6 USP3 ZBTB4 RNCTGNYNRNCTGNY_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RNCTGNYNRNCTGNY_UNKNOWN ACVR2A ADAMTSL1 ALKBH6 ANK2 ANKS1B ANXA9 ARID1A ATP13A4 ATXN7L1 BCL11B BEST4 BMP1 BMP6 C4A C4B CALD1 CHRM1 CLVS1 CNTFR DNAJB8 DUSP6 EFNB1 EHF ELMOD1 FAM83E FERD3L FZD9 H2AC1 H2BC1 HAPSTR1 HCRT HOXA10 HOXB9 HOXD12 ID1 IL22RA1 INKA1 KIF7 KLB LARP4 LENG9 LINC01101 LIX1L MBNL2 MID1 MOAP1 NBEA NKX2-1 NLGN2 NOS3 NRG2 NRK NSG2 PAK3 PCF11 PICK1 PLCXD2 POLR2I PPTC7 RAB5B RARA RC3H2 RNASE11 SLC27A4 SLC2A9 SOBP SORBS2 SPACA6 SPARC SRCIN1 TBCB TCF20 TMSB4XP1 TMSB4XP4 TMSB4XP6 TMSB4XP8 TMSB4Y TNRC6A TNS2 TRIM69 TUFT1 TYRO3 VEGFA ZBTB18 ZMYND8 ZNF267 ZNF541 RNGTGGGC_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RNGTGGGC_UNKNOWN AAMDC AANAT ABHD17B ACSL4 ACVR2A ACY1 ADAMTS13 ADAMTS14 ADAMTS15 ADAMTS2 ADAMTS3 ADAMTS9 ADD3 ADGRG1 ADISSP ADK AGAP1 AGL AHNAK AIFM3 AK2 AK3 AKAP10 AKAP12 ALDOA ALKBH6 AMDHD2 AMPD2 ANGPTL1 ANKHD1 ANKHD1-EIF4EBP3 ANKRD13D ANKRD17 ANKRD39 AP1S1 AP3B2 AP3M1 AP3S1 APBA1 APLN APLNR APP AQP2 ARHGAP1 ARHGEF17 ARIH1 ARL3 ARL4A ARMCX2 ARPC5L ASIC2 ASPHD1 ATF6B ATG12 ATG2B ATL1 ATOH7 ATOSB ATP2B4 ATP5MC3 ATP6V1B1 ATP8B2 ATXN7L1 ATXN7L2 B3GALT2 B3GNT7 B4GALT1 B4GALT2 BAHD1 BCL7C BCL9 BCOR BDNF BEGAIN BEST1 BEST2 BMI1 BMP3 BMP4 BMP6 BMPR2 BPIFA3 BTBD3 BTG1 C17orf80 C19orf73 C1orf21 C2orf42 C6orf62 C9orf72 C9orf85 CA14 CABP2 CACNA1A CACNB3 CADM2 CADM3 CALD1 CALM3 CALU CAMK2A CAMKK1 CAPN6 CARF CASKIN2 CATSPER2 CBFA2T3 CBLB CCDC102A CCDC106 CCDC120 CCDC148 CCDC69 CCDC71L CCDC88A CCKAR CCKBR CCND1 CCND2 CD53 CD74 CD79B CD86 CDH5 CDKL5 CEBPB CELF4 CELSR2 CEP41 CERS5 CERT1 CFAP65 CGGBP1 CHL1 CHRM1 CHRM4 CHRNB2 CHST6 CIPC CITED2 CKAP4 CKB CKM CLDN14 CLUH CMTR2 CNIH2 CNOT9 COBL COL26A1 COL8A1 COL9A3 COLQ COPZ2 CORO1C CORO6 CPA4 CPNE4 CPNE8 CREB3L2 CREBRF CRHR1 CSDE1 CSMD3 CSRNP3 CSTF3 CYB561D1 CYB5D1 CYP11A1 DAB1 DALRD3 DBP DCAF1 DCTN1 DCTN3 DENND2B DHX35 DIAPH1 DIO3 DIP2B DLC1 DLG2 DLG3 DLK2 DMBT1 DMD DMPK DMTF1 DNAJB5 DNMT3A DOC2B DPYSL2 DRD1 DUSP11 DUSP22 DVL2 DYNC1I1 DYNLL1 E2F1 E2F3 E2F4 EFEMP2 EFNA5 EFNB1 EFNB3 EGFL6 EGFLAM EGR3 EIF3J ELAVL4 ELK1 ELOVL5 EMX1 EMX2 ENTHD1 EP300 EPAS1 EPB41L3 EPHB1 EPHB3 EPHB6 ERF ERGIC3 EVX1 EWSR1 EXOC6 EXT1 EYA3 FABP3 FABP6 FADS3 FAM104A FAM13B FAM78A FBXL18 FBXL2 FBXO28 FBXO36 FBXW7 FGF10 FGF11 FGF12 FGF23 FGFRL1 FKBP5 FLRT3 FLT1 FMNL2 FMR1 FOXA1 FOXD3 FOXG1 FOXJ3 FOXP1 FPGS FRY FSBP FST FYN FZD5 G6PC3 GABBR1 GAPDH GFI1 GGA1 GIGYF2 GIT1 GJB1 GJB4 GLB1L GLI1 GNA13 GNAS GPC3 GPC4 GPR162 GPR61 GPRC5C GPRIN3 GRB14 GRIN2A GSE1 GYPC H3-3B H4C8 HAPSTR1 HCFC1R1 HCRTR1 HDAC3 HDDC3 HEPACAM HERC4 HEXIM2 HHATL HIF1A HIP1R HIRA HLX HMGN2 HMGN3 HNRNPDL HNRNPL HOMEZ HOXA10 HOXA11 HOXA7 HOXB7 HOXC10 HOXC11 HOXC5 HOXD10 HRK HS3ST3A1 HSP90AB1 IDH1 IDH2 IGF2BP1 IL2 IL2RA INCA1 INO80 INSRR IPO13 IPO7 IRS4 IRX5 ITGB8 ITPKB JADE1 JADE3 KANSL3 KAT7 KCNB1 KCNB2 KCND1 KCND3 KCNH2 KCNH4 KCNIP3 KCNJ14 KCNN3 KCNV1 KCTD15 KDELR1 KDM3B KIF16B KIF1C KIF2C KIF3C KLF10 KLF12 KLF5 KLF6 KLF7 KLHL4 KLK13 KLK6 KRT14 KRT17 KRT8P41 L1CAM LAD1 LARP4 LAT LCK LCNL1 LDLRAD3 LIME1 LMNTD2 LMTK2 LNPK LONRF3 LRATD1 LRP1 LRP2 LRRC3B LRRC74A LRRC8A LRRC8D LRRFIP1 LRRN1 LRRN2 LSMEM2 LSR LTBP2 LTBP3 MACROD1 MACROH2A2 MAGI1 MAML3 MAMSTR MAN2A2 MAP1A MARCHF8 MBD6 MCUR1 MEGF8 MEIS2 MEPCE MGAT2 MGP MICAL2 MIDEAS MIR22HG MKNK2 MKRN4P MNT MORC1 MORC3 MOSPD3 MPP2 MPZ MRGPRF MRPL40 MRPS18B MSL2 MTAP MTTP MUC1 MXI1 MYNN MYO1H MYRF NAA38 NAB2 NACC1 NCAM1 NCDN NCOA5 NDUFAF3 NECTIN1 NEDD9 NEURL1 NEUROD6 NEUROG1 NFIB NHS NHSL2 NKX2-2 NLK NMU NOL4L NOL6 NONO NOP53 NPHP4 NPM1 NPR3 NPSR1 NR1D1 NR2E1 NR3C1 NR4A1 NR4A3 NR6A1 NRAS NRCAM NRDC NRF1 NRG1 NRG2 NRGN NRK NT5DC2 NUCB1 NUDT8 NUFIP2 NXPH3 OBSCN ODF2 OGG1 OLIG1 OR2L13 OR3A2 OSTC OTOF OTUD5 OVOL1 OVOL2 P2RX6 PACS1 PACSIN1 PAFAH1B3 PAK3 PANK1 PANK3 PARD6A PAX9 PBX1 PCBP4 PCED1A PCIF1 PCOLCE PCSK2 PDE10A PDGFB PDGFRB PDIA3 PDLIM2 PDLIM4 PDP2 PEX13 PFKFB3 PGF PGRMC2 PHF12 PHOX2B PICALM PIM2 PIP4K2B PITX2 PKD1 PKP4 PLA2G3 PLCD3 PLD5 PLP2 PNLDC1 POLK POLR1G POLR2A PPFIA3 PPL PPM1D PPM1E PPP1R10 PPP1R16B PPP2R2B PPP2R2C PPP3CB PRELID1 PRKCB PRM2 PRMT3 PROM2 PRPF6 PRPS2 PRR15 PRRC1 PRRX1 PRX PSMB3 PSMC6 PSME3IP1 PTBP2 PTCH1 PTGR3 PTK2B PTMA PTPN6 PTPRE PTTG2 PUS10 QRICH1 R3HDM1 RAB11A RAB11FIP5 RAB22A RAB24 RAB2A RAB5C RABL6 RAD9B RALGPS2 RALY RAMP2 RANBP1 RAPGEF3 RARA RARG RASSF7 RBBP6 RBM26 RBMS3 RCC2 RCOR2 RELL2 REPIN1 RERE RGS14 RGS17 RHBDD3 RHBDL3 RIMS4 RNF145 RNF43 RNF5 RORA ROS1 RPA3 RPL22 RPL36AL RPS19 RPS6KA3 RRAS RRBP1 RRM1 RRM2B RSF1 RSPO2 RSPRY1 RTBDN RTKN RTL9 RTN4R RUNDC3B S100A3 S1PR1 SAFB SALL1 SAMD10 SAP130 SARM1 SATB2 SCGB3A1 SDF2 SELENOI SEMA3B SEMA4A SENP6 SEPTIN4 SERPINB3 SERPINB4 SERTAD1 SEZ6 SFTPC SFXN2 SH3GL3 SH3GLB2 SH3KBP1 SH3RF1 SHANK1 SHH SHISA6 SIK3 SIN3A SIT1 SIX4 SLC12A5 SLC1A1 SLC24A1 SLC24A3 SLC25A1 SLC25A39 SLC26A7 SLC39A3 SLC39A5 SLC4A1 SLC4A10 SLC4A2 SLC50A1 SLC6A13 SLC8A3 SLCO3A1 SLIT3 SMARCA5 SMG5 SMOC1 SMYD5 SNORC SNX25 SOBP SOCS5 SORL1 SOX14 SOX4 SP4 SPATA2L SPEG SPEM1 SPIB SPRY4 SPTAN1 SRF SRRM4 SRSF5 SSB SSTR1 ST13 ST8SIA2 STARD4 STAT6 STIP1 STK16 STMN2 STRIP1 STX4 SUN2 SUPT16H SUPT6H SYNCRIP SYNGR3 SYNJ1 SYNRG SYT7 SYT8 TAFA1 TAFA4 TAOK2 TBCC TBX5 TCEAL3 TEPSIN TET2 TFAP2B TFEB TGFB1I1 TGIF2 TGM3 THOC6 TKFC TLCD4 TLE4 TLK2 TLL1 TLX3 TMCC1 TMEM117 TMEM151A TMEM184A TMEM256 TMEM60 TMEM74 TMEM79 TMEM88 TMEM95 TMSB10 TNFSF12 TNFSF12-TNFSF13 TNPO2 TNS2 TP53BP1 TPBG TRAF4 TRERF1 TRIB1 TRIM29 TRMT2A TRPC4 TSC22D1 TSR1 TTBK2 TULP2 TUSC3 UBE2Z UBXN10 UCHL3 UCKL1 UNC80 UPRT USH1G USP37 USP4 USP49 UTP18 VAMP3 VAMP5 VAT1 VEGFA VLDLR VPS16 VPS29 VTN VWCE WDR44 WDR81 WFIKKN2 WNT5A WNT6 WWP2 XK XPNPEP1 XPNPEP3 XPO7 YWHAG ZBTB4 ZCWPW1 ZEB2 ZMYM2 ZMYM3 ZMYM5 ZNF408 ZNF575 ZNF777 RNTCANNRNNYNATTW_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RNTCANNRNNYNATTW_UNKNOWN C9orf24 CASQ2 CDC14A CDH20 CDK5 CELF4 CHRDL1 CNMD CPSF7 CXADR ELAVL4 ELK3 EMX2 FAM53C FAM91A1 FAR2 FGF10 FOXP2 GPM6B GTPBP1 GTPBP2 HEY1 IKZF2 IL22 INPP4B JAKMIP2 KRT23 LEMD1 LRRN1 MAP2 MGAT4C MTUS1 MYB MYL2 MYO18B MYOZ3 NFAT5 NOL4 NRXN1 NUAK2 OR10J1 PDHA2 PDZRN4 PTCHD4 RTL9 SAMD11 SDHAF2 SLC39A13 SLC43A3 SLC4A2 SLC6A4 SMARCA2 SRPK2 ST7 SULF2 TAC1 TMOD4 TSPAN2 UBE2R2 USP3 WNT2 ZEB2 ZHX2 ZNF827 ROAZ_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ROAZ_01 BEX1 BEX3 CDKN1A DUSP7 FBXO32 HEBP2 LRATD1 PPP1R16A RASAL2 RCOR2 TIMM50 RORA1_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RORA1_01 ABAT ABHD3 ABRA ACO2 ACOXL ACSL4 ADCYAP1 AFG3L2 AMY2A ANGPT1 AOC2 AP3D1 ARF6 ARL6IP1 ARX ASPH ATP1B2 ATP1B4 ATP5MC1 ATP5MF ATP6AP2 ATP6V1A ATP8B2 ATPAF2 B3GALT2 BCL9 BMAL1 BTBD3 BZW2 CACNA1A CACNB2 CALCA CAMK2B CAMKK2 CCDC88A CCDC92 CDHR1 CHD2 CHRDL1 CHST1 CLIP1 CLRN1 CMTM6 CNTF CNTFR CNTLN CNTN2 CNTN6 COLQ CREB1 CSAD CTH CX3CL1 CXXC5 CYP39A1 DACT1 DBP DCUN1D4 DTNA DTNB EFNA3 EGFLAM ELAVL4 EME1 ENO3 EPHA7 ERN1 ESPN ESRRB EXTL2 FBXL22 FBXO30 FBXW4 FBXW7 FGF9 FHDC1 FLI1 FSBP GABARAPL1 GALT GEMIN7 GID4 GK GLI1 GPR161 GPRIN3 GRIA1 GRIK3 GRM1 GTF2IRD1 H4C3 HCN1 HDAC9 HOXA3 HOXB3 HSPA9 HSPD1 HSPE1 IL17F IL17RE IL22 IL7 IP6K2 IRAG1 ITGAX IVNS1ABP JAKMIP2 JARID2 JMJD1C KCNAB3 KDM3B KHDRBS2 KIAA0586 KIF5A KRT9 LARGE1 LCA5 LCN2 LDB2 LINC00575 LMO3 LPAR4 MATK MCC MEF2C MLLT6 MPC2 MPP3 MPRIP MRPL27 MSI2 MYB MYL3 MYLK NAA25 NAA50 NAV1 NCKAP5 NDRG2 NEFM NELL2 NEO1 NFATC3 NFYA NOG NOL4 NPAS2 NR2F2 NRL NRP1 NRSN2 NTF3 OARD1 OGFOD1 ONECUT2 PABIR2 PACSIN1 PALS2 PBXIP1 PCDH18 PHF5A PIM1 PITPNM1 PKP3 PLA2G5 PPP2CA PPP2R5D PPP4R3A PSIP1 R3HDM2 RAB3A RASA4 RASAL1 RBFOX1 RBMS1 RCOR1 RGS6 RIPOR1 RLIM RNF144B RTL9 RTN3 RYR1 SAG SARNP SATB1 SCMH1 SEMA3F SHH SHISA5 SLA SLC18A2 SLC22A6 SLC25A27 SLC4A7 SLC8A3 SMPX SNTG1 SOCS2 SOCS4 SORCS1 SOX15 SPAG9 SPOCK2 SPTAN1 STAC2 STAU1 STEAP2 STK38 STRADB SUCLA2 SYNE1 TAB3 TAOK2 TCF7 TDRP TIMM9 TMEM35A TMEM52B TNRC6A TPM3 TRAP1 TRMT10A TSPAN7 TSPEAR TTBK2 TTL UBAC1 UBL3 UHRF2 URGCP USP8 VAMP1 VAMP2 VASP VNN3P WDR72 YTHDF2 YWHAQ ZDHHC21 ZFAND5 ZFP36L1 ZMAT4 ZNF296 ZNF516-DT ZNF644 ZNF687 ZRANB1 RORA2_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RORA2_01 A1CF ABAT ABCA1 ACSL3 ADCYAP1 ANGPT1 AP1G2 AP3D1 APEX2 ARF5 ASPH ATP1B2 ATP5PD ATP8B2 B3GALT2 BABAM1 BEND4 BMAL1 C1GALT1C1 C1QTNF3 C1QTNF4 CACNA1A CAMKK2 CCDC178 CDR2L CDYL CHMP2B CHRDL1 CIRBP CIRBP-AS1 CITED1 CLOCK CMTM6 CNTN6 COX4I2 CREB1 CSMD3 CTH CUTA CYRIA DAB2 DBP DMD DTNA EGFLAM EIF5A EPHA3 EPHA7 ESRRB FAM193B FBXW4 FSBP GABRB2 GALT GAS2 GLYR1 GPRIN3 GRIA1 GUCY2F HDAC9 HOMEZ HOXB2 HPCA HSPA4L IL17F IL22 IL23R INPP5A IVNS1ABP JMJD1C KAT5 KCNAB3 KCTD15 KDM3B KHDRBS2 KLF4 KMT2C KRT9 LINC00158 LINC00472 LMO1 LNX2 LONRF3 LRRC20 LRRC8A LRRN2 MARCKS MEDAG MEIS2 MIEF1 MMP14 MPP2 MYB MYLK NAA40 NECTIN1 NLK NMT2 NPAS2 NRL NUBP2 NUP210L OGA ONECUT2 OPN1SW PBXIP1 PCBP4 PIM1 PITX2 PLEKHH2 PPP1R2C PPP1R3A PPP2CA PTGR3 PYGM RALGPS2 RCOR1 REST RNF144B RREB1 RTL9 RYR1 SEMA3A SH3GL2 SHH SHKBP1 SIAH3 SLA SLC18A2 SLC4A7 SND1-IT1 SOCS2 SORBS2 SP6 SPTAN1 SSX2IP STEAP4 SYNE1 TAF5L TDRP TLE4 TMEFF2 TMPRSS3 TREX2 TRIM29 TRMT10A TSPAN7 TSPEAR TTBK2 TTYH1 UBE2L3 UBE2R2 ZDHHC21 ZFP36L1 ZNF516-DT ZNF593 RP58_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RP58_01 ABLIM3 ABR ACKR1 ACVR1 ADAMTS10 ADAMTS2 ADGRB3 AMD1 ANK2 ANKRD12 ANP32A ARHGAP22 ARL4C ARX ASIC1 ASIC2 ATF3 ATOH7 ATOH8 ATP2A2 B3GALT2 B3GNT9 BLMH BTBD3 C1QTNF1 C1orf116 CA10 CABP7 CACNA1G CACNA2D3 CACNB2 CACNG4 CALM1 CASC2 CBFA2T3 CCDC26 CD79B CDC42EP2 CDH6 CILP CLEC14A CMKLR1 CNIH2 CNPY3 CNTN2 COL16A1 COL3A1 COL7A1 COLEC12 CREB3L2 CYRIA DAPK1 DHX30 DLG3 DLX5 DMD DNAJC11 DNAJC5B DTX2 EGFL6 EPHA7 ERG ERN1 EYA1 FAM180A FGF10 FGF20 FGF7 FGF9 FMNL3 FOXN3 FOXP1 FOXP2 GAS7 GFPT2 GFRA3 GGCX GIGYF2 GLRA1 GLT8D2 GPSM2 GRIN2D HABP2 HELZ2 HGF HOXA3 HOXC12 HOXC4 HSPB7 IGF1 INHA ITGA8 KATNA1 KERA KIF21A KLF13 KLF5 LARP4 LBX1 LENG9 LINC01138 LINC01597 LIX1 LMO3 LRP5 LRRC1 LRRC42 LRRFIP1 LRRTM3 LRTM1 LTBP1 LUC7L3 MAGED1 MBNL2 MKRN4P MOAP1 MRGPRF MYL3 NAV1 NEUROG3 NKX2-2 NR3C1 NR4A2 NRGN NTN1 NTRK2 NUAK1 NXPH3 NXPH4 OLFML1 OMA1 ONECUT1 ONECUT2 PACRG PARP8 PCDH1 PCOLCE PDE10A PDGFB PHLDB1 PHOX2B PITX3 PLPP3 PMF1 PNMA1 PODN POU3F4 POU4F1 PPM1B PPP1R9B PPP4R3C PPRC1 PRG4 PRICKLE1 PRKACA PRKN PROK2 PTCH2 PTK7 RAB6A RAG2 RARG RBFOX1 RBMS1 RCOR2 RDH5 RIMS2 RNF216 RUNX1 S100A10 S1PR2 SCGN SCN2B SEMA6D SEPTIN3 SH3GLB2 SHOX2 SIPA1 SLC26A7 SLC4A1 SLC6A10P SND1 SORBS1 SPRED2 SPTB SRPX2 TAC1 TBPL1 TCF12 TFAP4 TGFB3 TGFBR2 TLL1 TLR7 TMEM59L TNFAIP8 TNKS1BP1 TNNI2 TNNI3K TNS1 TP53INP2 TP63 TRIM37 TSC22D3 TSKU UBQLNL UBTF WNT2 WNT2B WNT9A XKRX ZBTB18 ZEB2 RRAGTTGT_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RRAGTTGT_UNKNOWN ACP6 ADO AGA ALKBH4 ANGEL1 APBA1 APH1A APP ARFGEF1 ARHGEF11 ARHGEF38 ARID1B ARRDC3 ASIC1 ATL3 ATP1B2 ATP5F1A ATP5MC3 ATP5PO ATRN BAHD1 BBX BCKDK BCL11B BDNF BICD1 BICDL1 BMP4 BTBD3 C11orf87 C19orf44 CA11 CALR3 CBFA2T3 CBFB CBLN4 CBX7 CCL24 CELF4 CEP97 CERT1 CNR1 CNTNAP2 CREB5 CRTAC1 CRYZL1 CSMD3 CXXC5 DAAM2 DAB1 DELE1 DHX30 DIPK2A DIS3L DLG3 DMD DNMT3A DPYSL3 ECT2 EDA EDIL3 ENSG00000291228 EPS15 ERBB2 ERC1 ERO1B ESPL1 ETV1 FEN1 FEZF2 FOXD3 FOXN3 FOXP3 FUT11 GABRA1 GABRA3 GAS7 GHR GPR119 GPR21 GRID2 GRWD1 GSX1 HAUS1 HEBP1 HHIP HMBOX1 HOXA11 HOXA5 HOXB6 HOXD10 HOXD3 HSCB ING3 INO80D INTS9 INVS IPO7 ISOC1 ITGA1 ITSN1 JADE2 JAM3 JARID2 KCNA1 KCND2 KCNQ4 KDM6A KLF4 KLF5 KLHL20 KMT2D LEF1 LGI1 LHX1 LIF LRCH2 LRRC1 LRWD1 LUC7L MAGI1 MBNL1 MED12 MIR17HG MOAP1 MOSPD1 MREG MRPL50 MSI2 MSL3 MSX2 MVB12A MXD4 NAP1L5 NAT9 NCALD NDUFA3 NFXL1 NIPBL NKX2-2 NOX3 NR2F1 NR4A3 NR5A2 NRAS NTF3 ORMDL3 OSBPL9 OSCAR PANK3 PAQR8 PAX6 PCDH7 PDE6D PELO PHF21B PIAS1 PIK3R1 PKHD1L1 PLS3 PLXNA2 POLK PRICKLE2 PRPF31 PRSS35 PRUNE2 PSMD11 PTPRG PTPRK RAB2A RAB30 RASSF2 RBMXL2 RCN3 RDH10 RELN RERE RFC1 RIMS1 RPL31 RPL7 RPS6KA3 RRM1 RSKR SAT1 SCOC SCRT2 SESN3 SH3D21 SIAH3 SLC24A3 SLC25A37 SLC31A2 SLC38A9 SLC9A9 SLITRK5 SMAD5 SMARCA2 SMCR8 SNX1 SNX27 SOBP SOSTDC1 SOX11 SOX2 SPAG9 SPEF1 SREK1 ST6GALNAC5 STAG1 STAU1 SUCO SYNCRIP TAF5L TBC1D22A TCF4 TCTN3 TFAP2A TFPT TLL2 TMEM104 TMEM115 TMEM150A TMEM214 TMEM245 TMEM258 TMEM35A TMOD3 TMTC2 TNFSF4 TOP3A TP63 TSHZ3 TSSK4 UBE2V1 UBXN10 USF1 UTY VSTM2L WNT10A ZBTB26 ZBTB8A ZBTB9 ZC4H2 ZDHHC14 ZDHHC22 ZEB1 ZIC4 ZMYM2 ZNF189 ZNF274 ZNF32 ZNF436 ZNF436-AS1 ZNF521 ZNF691 ZNF804B RRCCGTTA_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RRCCGTTA_UNKNOWN ABHD17B ADD3 AGBL5 AP1M1 ATF7IP AURKA AZIN1 BANF1 BAP1 C5orf24 C9orf85 CBLL1 CDC27 CEP85 CLDN3 CSTF1 CYP1B1 DCAKD DIABLO DIS3 EGR3 EIF1AD EWSR1 EZH2 FBXL9P FNDC3A FXR1 GART GLB1L HENMT1 HNRNPC HNRNPR HRK HYCC1 ID1 IL1RAPL1 ILF3 ILF3-DT JADE1 KIAA0586 KLHL24 LRRC36 LUC7L2 MAZ MEPCE MYC MYH10 NCAM1 NECTIN3 NFIA NMT1 NRK NUDCD1 PHF7 PHTF1 PIBF1 RBBP8 RBMXL2 RHBDD3 SF1 SLC25A14 SMARCA5 SNRPD1 SON SRSF1 STC2 STK16 SUV39H1 TAGLN2 TFAP2D TIMM9 TMEM208 TNPO3 TPI1P2 TRIM2 TUBA1B UBALD1 UBE2S UBR4 UTP18 VCP VCPIP1 VIM WEE1 ZCWPW1 ZEB1 ZEB2 ZMYM4 RREB1_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RREB1_01 AAMP ADNP AHCYL1 AKIRIN2 AP3S1 ARHGAP45 ARHGAP5 ARL4C ARX ASB2 ATG12 AUTS2 BAHD1 BARHL1 BBX BCL6B BCL9 BDNF BRMS1L C1orf122 C1orf43 C8orf33 CACNG2 CADM1 CALM1 CALM3 CAPN12 CASZ1 CBX8 CDK12 CELF4 CLC CLTC COLGALT2 COQ8B CPNE1 CPNE6 CTSK CYLD DCTN1 DHH DLL4 DLX1 EBF1 EGR3 EIF4G1 ELAVL4 EMX2 EP300 EPO FBRS FBXL20 FBXO11 FBXO36 FES FGF20 FILIP1 FLI1 FLNC FMNL3 FOXA2 FTHL17 GLYR1 GNAO1 GNAZ GNB2 GOT1 GPR158 GPR173 GRIN2B GRIN2D GSPT2 HIBADH HMBOX1 HNRNPA0 HNRNPR HOXA3 HOXB2 HOXB4 HOXB8 HOXC11 HSD17B8 ID4 IGF2BP1 IGFBP5 IGSF21 IL27 IMPDH1 ING3 INTS3 INTS9 ITGA5 ITGB8 ITPKC JADE2 JPH2 KCNA1 KCNJ13 KCNN3 KLF12 KPNB1 KRT16 KRTCAP2 LBX1 LIN28A LRP1 LUC7L3 MAP1A MARK2 MCTS1 MEOX2 MLLT10 MMP13 MORF4L2 MTX1 MXI1 MYH7 MYL3 NALF2 NCDN NDRG2 NEUROD2 NFATC4 NKAPD1 NKX2-2 NOVA2 NPR3 NRG1 NTRK3 NUAK1 NUFIP2 NYAP1 OAZ2 OTX2 OVOL1 PABPN1 PCF11 PHACTR3 PHF21B PICALM PIH1D2 PLCB1 PLCB3 PLP2 PLXNB3 PNKD POU3F3 PPFIA2 PPP1CB PPP1R1B PPP3CB PRKCE PSTPIP1 PURA PURG RAB11B RAD23A RAD23B RALBP1 RBL1 RBM12 RBM39 RBMS1 RERE RNF220 RUNX1 S100A14 S100A16 SASS6 SDR39U1 SIK2 SLC12A5 SLITRK4 SP1 SP4 SP7 ST7 STAG2 SUPT16H SUSD1 SYNPO2L SZRD1 TBCC TEAD2 THBS3 TIMP3 TMEM150A TNFRSF8 TNPO2 TOR1AIP2 TRERF1 TRIM46 TRIM62 TRMT13 TSPAN7 UBE2E1 USP32 VIM VWF WRN YRDC ZBTB9 ZDHHC22 ZNF385A ZNF462 ZNF485 ZNF516-DT ZNF532 ZNF821 RSRFC4_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RSRFC4_01 ACTA1 ACTC1 ADAM11 ADAM23 ADCY2 ADCYAP1 ADGRB3 AKIRIN1 ALPK2 AMPD1 ANKMY2 ARAP2 ARHGAP26 ARHGAP32 ARHGAP36 ARHGEF15 ARHGEF38 ARMCX6 ARR3 ART5 ASB16 ATF3 ATP1B2 ATP2A3 ATXN1 B3GLCT BNIP3 BZW2 C10orf71 C18orf25 CA7 CACNA2D3 CAPN3 CARTPT CASQ1 CASQ2 CAV3 CCDC140 CDC42EP3 CELF4 CFL2 CKM CLCN1 CLDN14 CLDN23 CLRN1 CNMD CNTN1 COL8A1 CPEB4 CRTAP CSRP3 CTNND2 CUL3 CUX1 CYP26B1 CYP2E1 DGKI DIRAS1 DKK2 DLG2 DLX5 DMD DNAJA4 DTNB EEF1A2 EHD1 ELAVL4 ELMO1 ENO3 EPHA7 ESAM ESR1 EXTL1 EYA1 FAM117A FBXO40 FBXW11 FGF12 FILIP1 FITM1 FOXP1 FST GAL3ST3 GCK GPC4 GPR153 GRIN2B H2AC1 H2BC1 HAO1 HAPLN1 HAS2 HCFC1R1 HDAC9 HJV HOXB4 HOXC4 HOXD4 INPP4A IRS1 ITGA7 ITGB3BP ITSN1 KCNN1 KCNQ5 KLF14 KLHL40 KLHL41 KPNA3 KTN1 LCP1 LIF LINC01597 LRRC20 LRRC39 LRRTM4 LSMEM2 LUC7L LYPD1 LZTS2 MAB21L2 MAP2K5 MBNL2 MEF2C MEOX2 MGST3 MID1IP1 MIEF2 MOSMO MRPS23 MUSK MYH3 MYL2 MYL3 MYOZ2 NCAN NDP NDRG2 NEDD4 NEXN-AS1 NFAT5 NR2F1 NR4A1 NRXN3 PAK6 PANK1 PAX3 PCDH11X PCDH11Y PCDH9 PDGFRA PDLIM1 PIK3R3 PLAAT1 PLAGL2 PLEKHA6 PMEPA1 POU4F1 POU4F2 PPP1R3D PPP2R3A PRDM1 PRKAG1 PRMT3 PTCH1 PTCHD4 PTPN1 PTPRO PYY PYY2 RAB2A RALY RAP2C RASGEF1B RASGRF1 RASGRP3 RBMS3 RETREG1 RGS3 RIPOR1 RNF145 RTBDN RTL9 S100A4 S1PR1 SCAI SCML1 SH3GLB2 SHANK1 SIK3 SIPA1L1 SLAMF1 SLC26A6 SLC26A9 SLC32A1 SLC44A1 SLC8A3 SLC9A5 SLCO3A1 SMARCA2 SMIM8 SMPX SMYD1 SOX5 SSH3 ST6GALNAC5 STAC STAG2 STOML2 STRADB SV2A TCEA3 TCEAL7 THBS2 THOC6 TIMP2 TMEM71 TNFRSF17 TNNC1 TNNC2 TNNI2 TNNI3K TOB2 TP63 TPP2 TRAK2 TRDN TRMT10A TRPS1 TSC22D1 TSPAN13 TSPEAR TTYH2 TWIST1 TYRO3 USP2 VEZF1 VSIG1 WBP4 WFDC1 WSB2 ZBTB18 ZFAND5 ZFPM2 ZHX2 ZNF143 ZNF362 ZNF385B ZRSR2 RSRFC4_Q2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RSRFC4_Q2 ACTC1 ADAM11 ADGRB3 AMPD1 ANKMY2 ARHGAP26 ARHGAP36 ARHGEF15 ARHGEF37 ARHGEF38 ARMCX6 ARR3 ART5 ASB16 ASPH ATF3 ATP1B2 ATP2A3 ATXN1 B3GLCT BCL9L BNC2 BNIP3 BZW2 CA7 CACNA2D3 CAPN3 CARTPT CASQ1 CASQ2 CCDC140 CDC42EP3 CELF4 CKM CLCN1 CLRN1 CNMD CNTN1 COL8A1 CPEB4 CRTAP CTNND2 CUL3 CUX1 CYP2E1 DGKI DIRAS1 DKK2 DLG2 DMD DNAJA4 DTNB EEF1A2 EEF1AKMT1 ELAVL4 EPHA7 ERG ESAM ESR1 EYA1 FAM117A FBXO40 FBXW11 FGF12 FILIP1 FITM1 GABRB2 GET4 GPC4 GPR153 GRIN2B HAO1 HAPLN1 HAS2 HDAC7 HDAC9 HIBADH HJV HOXC4 HOXD4 HS3ST5 INPP4A IRS1 ITGA7 ITGB3BP JMJD1C KCNJ9 KCNN1 KCNQ5 KLF14 KLHDC8B KLHL40 KLHL41 KPNA3 KRT222 KTN1 KY LIF LINC01597 LUC7L LYN LZTS2 MAB21L2 MAP2K5 MBNL2 MEOX2 MGST3 MID1IP1 MITF MOSMO MRPS23 MUSK MYF6 MYH4 MYL1 MYL2 MYL3 MYOZ2 NCAN NDP NEDD4 NEXN-AS1 NFAT5 NME5 NR2F1 NR4A1 NRXN3 PAK6 PAX3 PCBP2 PCDH9 PDGFRA PDLIM1 PIK3R3 PLAGL2 PLEKHA6 PMEPA1 POFUT1 POU4F1 PRDM1 PRKAG1 PRMT3 PTCH1 PTCHD4 PTPN1 PTPRO PYY2 RAB2A RALY RAP2C RASGEF1B RASGRP3 RGS3 RIPOR1 RNF145 RTL3 RTL9 S1PR1 SCAI SCML1 SDHC SLAMF1 SLC26A6 SLC26A9 SLC29A2 SLC2A4 SLC30A1 SLC32A1 SLC8A3 SLCO2A1 SLCO3A1 SMARCA2 SMIM8 SMPX SMYD1 SOX5 SSH3 SSPN STAC STOML2 STRADB SV2A TAF5L TCEA3 TGFB3 THBS2 TMEM71 TNFRSF17 TNNC1 TNNC2 TNNI1 TNNI3K TP63 TPM2 TPP2 TRAK2 TRDN TRIM33 TRIM55 TRMT10A TRPS1 TSC22D1 TSPAN13 TSPEAR TTYH2 TWIST1 TYRO3 USP2 VEZF1 VSIG1 WBP4 WFDC1 YJEFN3 ZFAND5 ZFPM2 ZHX2 ZNF143 ZNF385B RTAAACA_FREAC2_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RTAAACA_FREAC2_01 A1CF ABCA1 ABCB1 ABI3BP ABLIM3 ABTB1 ACSF2 ACSL1 ACVR1C ADAM12 ADAMTS13 ADCYAP1 ADGRB3 ADGRF1 ADNP ADRB1 AHNAK AKT1S1 AKT2 ALDH4A1 ALKBH5 AMDHD2 ANK2 ANKRD28 ANKRD40 ANP32A ANXA2 AP1G2 AP4M1 APOA2 APOB ARFGEF1 ARHGAP12 ARHGAP30 ARHGEF2 ARHGEF6 ARID4A ART5 ARX ASAH1 ASB16 ASB7 ASCL1 ASCL4 ASIC2 ASPA ASXL2 ATF2 ATF7 ATP6V0C ATXN1 ATXN7L1 ATXN7L2 AUH AXIN2 AXL BACH2 BCAS3 BCL11A BCL11B BCL2L13 BCLAF3 BDNF BIK BIN1 BLCAP BMAL1 BMI1 BMP10 BMP2 BMP3 BMP4 BMP5 BMT2 BNC2 BRAF BRCA2 BRD8 BTBD3 BTBD8 BUB1 BUB3 C17orf58 C18orf25 C1QTNF3 C1QTNF6 C1orf43 C22orf15 C2orf27A C5orf64 C7orf33 CACNB2 CACNG2 CAD CADM1 CADPS CALD1 CALM2 CAMK1D CASC2 CASTOR3P CBFA2T2 CCDC106 CCDC120 CCDC89 CCDC9B CCER1 CCN1 CCN2 CCND1 CCT6B CD109 CD2AP CD2BP2 CDK14 CDKN1A CDKN1B CDKN1C CDX2 CELF6 CEP83 CEP95 CEPT1 CFAP161 CFL2 CGA CHCHD7 CHD1 CHD2 CILK1 CILP2 CITED2 CLCA1 CLDN2 CLDN8 CLEC4D CLGN CLIP2 CLN5 CLPX CLSTN1 CMIP CMTM6 CNBP CNGB3 CNIH2 CNNM3 CNPPD1 COCH COLEC10 COLEC12 COQ8A COX7A2 CPA2 CPEB3 CPN1 CPNE1 CRB1 CRCT1 CREB5 CREBL2 CREBRF CRH CRISP1 CRTC2 CRY1 CSDE1 CSMD3 CSNK1G3 CSRNP3 CTCF CTDSPL2 CTH CUEDC1 CXCL5 CXXC5 CYB5R3 CYRIA DAB2IP DAPP1 DBNDD2 DCAF11 DCN DCP2 DCSTAMP DDB1 DDIT4 DDX17 DDX5 DENND4A DENND4C DHRS3 DHX40 DHX8 DLC1 DLX1 DMD DMKN DNAJB12 DNAJB4 DOC2B DOCK3 DOCK5 DPP10 DSG4 DST DTNA DUSP1 DUSP10 DUSP4 DYNC1I1 E2F3 EDN1 EFEMP1 EFHB EGLN1 EHBP1 EI24 EIF3J EIF4EBP2 ELK3 ELMO1 ELOVL6 EML1 EMP1 EMX2 EN2 ENOX1 ENPEP ENPP2 EPHB2 EPHB3 EPN1 ERBB2 ERBB4 ERG ESRRG ESYT3 ETS1 ETV1 ETV3 ETV5 EXOSC9 EXT1 EYA1 EZH1 FAM110A FAM135B FAM13C FAM169BP FAM53C FAM89A FAXC FBXL22 FBXW7 FEN1 FGF10 FGF12 FGF14 FGF20 FGF9 FGL2 FHL2 FIS1 FLI1 FLRT3 FMR1 FOS FOSL2 FOXB1 FOXD3 FOXG1 FOXJ3 FOXN3 FOXO1 FOXO3 FOXO4 FOXP2 FRMD4A FRMD6 FRY FST FSTL1 FYN GABARAPL2 GABRR1 GADD45A GALNT3 GCNT2 GDNF GFRA1 GJA1 GLYR1 GMFG GNAO1 GNB2 GNPNAT1 GOLGA1 GPBAR1 GPM6A GPR137B GPR142 GPR174 GPR18 GPR4 GPR61 GPR63 GPRC5C GPRIN3 GPX1 GRB7 GREM1 GRHL1 GRID2 GRIK2 GRIK3 GRK5 GRK6 GSE1 GTF2A1 GTF2B H3-3B HAND2 HARS1 HARS2 HBP1 HCAR2 HCAR3 HEBP2 HESX1 HHIP HIBADH HIC2 HIPK1 HMCN1 HNF1A HOXA1 HOXA10 HOXA11 HOXA3 HOXA5 HOXA7 HOXB4 HOXB8 HOXB9 HOXC10 HOXC4 HOXC6 HOXC8 HOXD10 HOXD9 HPN HR HSD11B1 HSD17B11 HSF2 HSH2D HSPG2 HTN1 IBSP ID2 IFIH1 IGF1 IGF1R IGFBP6 IKZF2 IKZF4 IL16 IL21 IL25 IL6ST IMMP2L IMPDH2 ING1 ING3 INHBA INSR IP6K2 IRAG1 IRF4 IRS4 ISG20 ISL1 ITIH6 ITSN2 JADE2 JPH1 JUNB JUP KANSL2 KAT6A KBTBD2 KCNA1 KCNA4 KCNG3 KCNH2 KCNJ12 KCNJ13 KCNJ15 KCNJ2 KCNJ5 KCNK4 KCNN3 KCNQ5 KCTD12 KCTD15 KDM6A KIF19 KIF20A KIF21A KIZ KLC2 KLF12 KLF14 KLF3 KLF3-AS1 KLF9 KLHDC2 KLHDC3 KLHL1 KLHL24 KLHL40 KMT2E KRT1 KRT84 KRT85 KRTAP12-3 KRTAP17-1 KRTAP19-6 KY L3MBTL1 LAG3 LASP1 LCP2 LEMD1 LGALSL LGI1 LIFR LIN54 LINC00173 LINC00474 LINC00649 LINC01101 LINS1 LMO3 LMO4 LNPK LONRF1 LPP LRIT1 LRP1 LRP5 LRRC1 LTB LUC7L3 LY86-AS1 LYPD1 LZTS2 MAB21L3 MACO1 MAF MAFF MAGIX MAML3 MAP2K6 MAP3K13 MAP3K8 MAP4K5 MAPK10 MAPK3 MARCHF5 MARCKS MARCKSL1 MATN2 MBNL1 MBNL2 MBOAT2 MBTPS1 MCC MCM7 MCTS1 MDK MDM2 MEA1 MECOM MED8 MEIS1 MEPE METAP2 MEX3B MFNG MGAT4B MGLL MID1 MITF MKRN3 MLIP MLLT6 MMP13 MMP16 MN1 MORC1 MORF4 MOSPD1 MRGPRF MSC MSL2 MSMB MTMR14 MTTP MXD1 MXD4 MXRA8 MYC MYCL MYL1 MYLK MYT1 NAA15 NAP1L5 NCDN NCOA5 NDRG1 NDRG2 NDST4 NDUFA4L2 NDUFA5 NEBL NEDD4 NEO1 NEUROD1 NEUROD6 NF1 NFATC3 NFIB NFIX NFYA NGEF NID2 NIM1K NIN NINJ2 NKAPP1 NKX2-1 NLGN3 NLN NMUR1 NNT NOB1 NOTCH4 NPDC1 NPVF NR0B2 NR1H4 NR3C1 NR4A1 NR4A2 NRAP NRAS NRG1 NRN1L NSD3 NSG2 NTF3 NTN1 NTN5 NTRK3 NUDT18 NYAP1 OARD1 OCLN ODF3L1 OFCC1 OGA OLIG3 OPA3 ORMDL3 OSR1 OSR2 OTUD7B P2RX7 PAGR1 PALM PALS2 PANK1 PAPPA PBX1 PBXIP1 PCDH18 PCDH9 PCDHA4 PCDHGA5 PCSK1 PCSK5 PCYT1B PDCD1LG2 PDE1A PDE6D PDE7A PDGFB PDGFC PDK4 PDLIM3 PDRG1 PDZRN4 PELI2 PFDN6 PHACTR3 PHAF1 PHEX PHF12 PHF21B PHF8 PHLPP1 PI4K2A PIAS1 PIK3C2A PIK3CG PIK3IP1 PIP5K1P1 PITPNC1 PITX2 PJA1 PKIA PKN2 PLA2G2F PLAG1 PLAU PLCB2 PLEKHA5 PLEKHH2 PLEKHN1 PLPP3 PLS3 PLXNA2 PMCH PNPLA2 PNRC1 POLD4 POLR1G POLR2L POU2AF1 POU2F1 POU3F2 POU3F3 POU3F4 POU4F3 POU5F2 PPARGC1A PPM1D PPOX PPP1CB PPP1R12A PPP2R2B PPP2R3A PPP3CA PPT2 PRDM1 PRDX6 PREX2 PRKACA PRKCH PROX1 PTBP3 PTCH1 PTCHD1 PTGIS PTH1R PTMS PTP4A3 PURA PXK RAB30 RAB43 RAB5B RABGAP1L RABL6 RAD21 RALGPS2 RANBP3L RANBP9 RAPGEF6 RAPGEFL1 RARA RARG RASD1 RASGEF1B RASSF6 RBFOX1 RBM4 RBM4B RBM8A RBP3 RCAN1 RCL1 REEP4 RETREG1 RETREG2 RGS1 RHOQ RIPOR1 RMND5A RNF128 RNF17 RNF39 ROBO1 ROR1 RORA RORB RORC RP1 RPS27 RPS6KA5 RREB1 RRP36 RTL9 RUNX1 RXRB S1PR1 SALL3 SAMD11 SATB2 SBF2 SCAF8 SCAMP1 SCN4B SCRN1 SCRN3 SCUBE3 SDCBP2 SELENOP SEMA4G SEMA6D SERINC3 SERTAD4 SESN3 SGTB SH3GLB2 SHOX2 SHROOM1 SIAH3 SIDT2 SIM1 SIN3A SKAP1 SLC10A7 SLC12A6 SLC16A11 SLC16A6 SLC23A3 SLC24A2 SLC25A28 SLC25A39 SLC25A5 SLC26A6 SLC26A7 SLC2A4 SLC30A8 SLC34A3 SLC35D1 SLC38A2 SLC38A3 SLC39A7 SLC4A1 SLC4A10 SLITRK2 SLITRK5 SLITRK6 SLU7 SMAD1 SMAD5 SMAD9 SMARCA2 SMG1 SMOX SMURF2 SNAP25 SNCAIP SNX13 SOBP SOCS1 SOX12 SOX2 SOX5 SPEN SPOCK2 SPRY4 SQSTM1 SRPK2 SRSF6 SSBP3 ST3GAL2 STAG2 STAP1 STARD10 STARD13 STAT6 STK3 STK35 STK40 STOML3 STX16 STX5 SULF1 SUMO1 SUPT4H1 SYNPO SYT10 SYT6 SZT2 TAF5L TAF8 TAFA1 TAFAZZIN TAGAP TAS2R39 TBC1D17 TBCC TBX4 TBXAS1 TCEANC2 TCF12 TCF15 TCF4 TCF7 TCF7L2 TCP11L1 TCP11L2 TEK TENM1 TET2 TFAP4 TFDP2 TFEB TGFB3 TGIF1 THRA TIAM1 TIMM8A TLCD1 TLE1 TLE3 TLK2 TMCC1 TMCC2 TMEM147 TMEM258 TMEM59 TMEM81 TMEM94 TMOD3 TMPRSS15 TNFRSF19 TNIP1 TNS2 TOB1 TPP2 TPRG1 TRERF1 TREX2 TRIB1 TRIM2 TRIM42 TRIM63 TRIM8 TRIM9 TRMT9B TRPC4 TRPS1 TSC1 TSC22D3 TSPAN4 TSPAN5 TSPAN8 TSPYL4 TTC33 TTLL6 TXNDC12 TXNIP UBE2H UBL3 UBXN10 UCKL1 UHRF2 ULK1 UNC45B UNC79 USP3 USP34 UST VAMP8 VASN VCAN VCPKMT VGLL3 VIT VSTM2A WASF2 WBP1L WBP4 WDR13 WDR46 WDTC1 WEE1 WIPI2 WNK2 WNT2 WNT2B XPO7 YTHDC1 ZBTB10 ZBTB16 ZBTB18 ZBTB2 ZBTB22 ZBTB37 ZBTB5 ZBTB7A ZDHHC3 ZFAND6 ZFHX4 ZFP36L2 ZFYVE1 ZFYVE9 ZHX2 ZMAT4 ZMYND8 ZNF219 ZNF362 ZNF385B ZNF423 ZNF521 ZNF532 ZNF580 ZNF581 ZNF711 ZNF830 ZRANB1 RTTTNNNYTGGM_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RTTTNNNYTGGM_UNKNOWN ACACA ALDH1A2 ANKRD28 AP1G2 AQP5 ASIC2 ATP10D ATP1B1 ATPAF2 BACH1 BCL11A BMP5 BOK BPIFA1 BPIFA2 BPIFB1 C16orf87 C1orf198 C2orf27A C4orf19 CAB39L CALD1 CALM2 CBLL2 CCDC71L CCDC80 CELF4 CFL2 CLDN14 CLEC2A CNIH2 CREB5 CSRNP3 DCAF17 DCX DDX46 DHRS3 DMD DMXL1 DPF3 DQX1 EGFR EHMT2 ESR1 ESRP2 ETV1 EYA1 F13A1 FBLN5 FBXO11 FHIT FOXP1 FOXP2 FXYD5 GABRG2 GCM1 GGA2 GID4 GORAB GPR85 GRIA1 HAPLN1 HAS2 HNF1A HOXA11 HOXA2 HOXA7 HOXC4 HOXC6 HOXD3 HPN ID2 IL23A ILRUN IMPDH2 INPP5A KCTD6 KLF5 LMO4 LRP1 MAB21L2 MAP2K6 MARCO MAST4 MCTP2 METTL8 MIP MITF MSTN NAV3 NDP NFATC1 NFATC2 NFIB NGF NIPAL2 NOS3 NOVA1 NTRK2 ODF2 OGT PAIP2 PAX2 PCMTD2 PCYT1B PDGFRL PHEX PITX1 PPP1R1B PPP2R5E PROK2 PRSS35 PTGR3 PTMS PTP4A1 PTPRCAP PTPRG PUM2 RBP4 RCAN1 REPS2 RFX3 RGS3 RPP21 RXFP4 SCUBE3 SERPIND1 SLC11A2 SLC31A2 SLC38A3 SLC6A9 SLCO2A1 SMIM11 SPAG9 STX6 SWAP70 TANK TECTA TGM5 TMEM97 TRAT1 TRIM47 TRPS1 TSPAN6 UNC13B UNC50 USP7 ZBTB37 ZFHX3 ZIC1 ZIC2 ZIC4 ZNF423 ZNF436 ZNF654 RYAAAKNNNNNNTTGW_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RYAAAKNNNNNNTTGW_UNKNOWN ABLIM1 ADAMTSL1 AKT3 ANGEL1 ANKMY2 ANXA2 ARRDC3 BZW2 CALD1 CDC42EP3 CHAD CHCHD7 CORO1C CTAGE1 DHX38 DNAH8 EDC4 EFNA1 ENOX1 FOXP2 FOXP3 GJB1 GPM6A GRIK2 GRK5 GSK3B HIPK1 HOXA3 HOXB6 HOXC11 HOXD10 IGSF21 ITGB5 JMJD1C KCNH8 KCNQ4 KCTD4 LAMA4 LINC00310 MAG MANF MATN1 MMP14 MYCL NEUROG1 NHSL2 NKX2-8 NKX6-1 NOVA1 NUDCD1 NUP107 OLIG3 OTULINL PALS2 PAQR4 PC PKP4 PLAG1 PPP2R3A PRELP RARG RFLNB RNF213 RUNX1T1 SCRG1 SETD2 SIRT6 SLC6A4 SMG1 SOX5 STX18 SWAP70 TBL1X TENM1 TIMP4 TRPS1 TWIST1 TXNL4B WNK4 WNT2 ZC3H6 ZIC1 ZIC4 ZNF41 ZNF503 RYCACNNRNNRNCAG_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RYCACNNRNNRNCAG_UNKNOWN AHCYL2 ARTN ARX ASIC1 BLOC1S1 C3orf49 C5orf64 CALB1 CD79B CHRDL1 CHST13 CLVS1 COX14 CPNE1 CSRNP3 CYBC1 DLGAP4 EGR3 ELMO3 EMX2 FAAP20 FAM89B FBXO11 FGF13 FLYWCH1 FMR1 FRMD4A FYB1 GPR156 GPR173 IL17RE ITSN2 JOSD2 KLHDC10 KRT73 LDB2 LEMD2 LINC01089 MACROH2A1 MB MDK MEF2C NADK2 NEUROD2 NIPBL NPFF NR5A1 ODF1 PBXIP1 PDZD2 PHLDB1 PITPNM1 PLEKHA6 PLXNA2 PPP1R21 PPP3CB RHOC RHOF RPP25L RRAGA SEMA3A SLC25A4 SOX12 SP8 STARD13 STAT3 STEAP1 STEAP1B SUSD1 TBC1D21 TLE3 TPM3 TSC22D3 UBE2L3 UPK2 WNT10B RYTAAWNNNTGAY_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RYTAAWNNNTGAY_UNKNOWN BARHL2 BDNF BMX CA4 CDH17 COL16A1 CREB5 EEF1A2 EGR1 ELF4 FBXW7 FOXP2 FZD6 GC GDF10 GIP GLRA2 GPR34 GTPBP1 GUCA2B H3-3B H4C3 HAO1 HSF2 KCNIP2 KLB KLF14 KLF9 LRRFIP2 MAT2A MED26 MSS51 NALCN NCKAP5 NFIL3 NLGN2 PACSIN3 PALS2 PCDH8 PCK1 PTH1R RARB RNF145 SCN2A SEMA4G SHKBP1 SI SLC22A12 SLC22A6 SLC22A8 SLC23A3 SMARCAL1 SRD5A2 STMN2 SULF2 TDRD5 TLE3 TP63 TRIM8 TSPEAR UGT1A1 WNT8B ZFPM2 RYTGCNNRGNAAC_MIF1_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RYTGCNNRGNAAC_MIF1_01 ADAMTS17 AP1M1 AZI2 BBS2 BCL2L1 BMP6 BOP1 BTG4 C10orf53 C6orf62 CACNA2D3 CCDC103 CCDC126 CCDC24 CCDC60 CEP164 CEP83 CPEB2 CX3CL1 CYTH2 DNAH7 DNAI1 DPAGT1 DRP2 E2F5 EFNB3 EFTUD2 ELAPOR1 ENKD1 ERRFI1 FAM219A FASTKD2 FGR FHIP1B FILIP1 FUZ GBF1 GPC3 GRIK5 GRM3 HM13 HMGCS1 HOATZ HS2ST1 HSF1 ITGB8 KCNK10 KCNRG KCNT2 KIF17 LHX6 LINC00649 LSM7 MAGED1 MAP9 MAPK10 MDH1B MED25 NAA20 NAA60 NCOA5 NRGN ODAD3 PAK6 PDCL2 PDZD4 PIK3IP1 PPME1 PRKCSH PTCH1 RAC1 RIBC2 RNF138 RNF25 SALL2 SELENOF SIAE SIX1 SMC1B SPA17 SPPL2B STK36 STMN4 TEKT4 TTC12 UBB VEGFA WARS2 WDR17 ZNF593 RYTGCNWTGGNR_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RYTGCNWTGGNR_UNKNOWN AARSD1 ADISSP ANK2 AP3M2 ARF3 ARG2 ARRDC4 BTBD3 C10orf67 C14orf132 CACNB2 CALY CAMK2A CCDC181 CELF6 CFAP100 CFAP53 CHST8 CNIH2 CRYGD CRYZL1 CWC25 CYRIA DAAM1 DDR1 DPCD DUSP3 DYNC2I2 E2F1 EIF2B2 ELAPOR1 FEV FEZF2 FNDC9 FOXH1 FXYD1 FXYD6 FXYD7 GMPPB GNB2 GPR162 GRIN2D HPCAL4 IER5L IL1A IL21 ILF3 ILF3-DT ITGB3BP ITSN1 JUNB KATNAL1 KATNAL2 KCNIP4 KCNN2 KIF9 KLHDC8B KLHL18 LARGE2 LINC01138 LINC01973 LPIN2 LRRTM3 MAPK10 MAPRE3 MET MINK1 MPPED2 NCDN NFATC4 NLGN3 NNAT NOS1 NTN3 NUDT3 OGT ORAI3 PAK6 PARP8 PBXIP1 PCSK1N PHF21A PIN1 PLPPR1 PNMA8A POLL PPM1E PPP1R17 PPP1R21 PPP3CA PTK2B RFX4 RIN1 RRAGD RUNDC1 SEMA4B SENP1 SHANK1 SIX1 SLC39A12 SLC8A3 SMG7 SOX12 STOML2 STX18 STXBP3 SYT6 TAF6L TFAP2B TIMP4 TMED10 TMEM107 TNKS1BP1 TP53BP1 TRMT9B YWHAQ YWHAZ ZNF24 RYTTCCTG_ETS2_B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RYTTCCTG_ETS2_B AAMDC ABCA2 ABCC10 ABL1 ABR ACAP1 ACAP3 ACKR1 ACSL5 ACTB ACTN1 ACTR2 ACY3 ADAM10 ADAM15 ADAMTS3 ADAMTS4 ADAMTS7 ADAMTSL1 ADAMTSL3 ADCY4 ADGRA2 ADGRF1 ADGRG3 ADRB3 AFF1 AGAP2 AGBL5 AGPAT1 AGT AIG1 AK8 AKT1S1 ALDH16A1 ALDH3A1 ALKBH6 ALOX12B ALS2CL AMD1 AMFR ANGPT2 AP1G2 AP2B1 APOLD1 APPL2 AQP3 AQP5 ARAP1 ARF4 ARF6 ARFGEF2 ARHGAP12 ARHGAP15 ARHGAP20 ARHGAP30 ARHGAP4 ARHGAP45 ARHGDIB ARHGEF15 ARHGEF2 ARHGEF4 ARL4C ARL6IP5 ARL8B ARMCX4 ARPC2 ARPC5L ARRB2 ARSG ASH1L ATL3 ATOH8 ATP13A2 ATP2A3 ATP2B4 ATP5PD ATP8B2 ATXN1 ATXN7L1 B3GNT7 B4GALNT1 BABAM2 BAZ2A BCL2L2 BCL3 BCL6 BCL9L BDKRB2 BDNF BEND4 BIN1 BIN3 BLNK BMP10 BMP2 BMP7 BMX BORCS6 BPIFB1 BRAF BTK BUB1B BUD31 C17orf78 C1QTNF6 C20orf204 C22orf15 C2CD2L C5orf22 C6orf136 C6orf47 C6orf89 CA4 CAB39 CACNG2 CALCOCO1 CALCRL CALD1 CALM2 CALN1 CALR CANX CAP1 CAPZA1 CARD6 CARD9 CARF CASKIN2 CASP8 CAST CAVIN2 CBLB CCDC149 CCDC51 CCDC80 CCDC85B CCDC88A CCDC91 CCDC9B CCL2 CCL20 CCL28 CCNJL CCR1 CCR4 CD101 CD180 CD19 CD200R1 CD247 CD248 CD2AP CD3E CD4 CD40 CD40LG CD5 CD6 CD79A CD86 CD93 CD96 CDC37 CDC42SE1 CDCP1 CDH5 CDK12 CDK2AP2 CDK5 CDKN1A CDYL CEBPE CEP83 CFAP53 CHD2 CHI3L1 CHIC2 CHMP1B CHN2 CIAO2A CIB1 CITED2 CITED4 CKMT1B CKS1B CLCN3 CLDN12 CLDN5 CLEC10A CLEC14A CLEC1B CLEC7A CLIC1 CLINT1 CLSPN CLTC CLVS1 CMAS CMIP CMKLR1 CMTM6 CMTM8 CNKSR1 CNN2 CNNM1 CNNM4 CNOT1 CNPY2 CNRIP1 CNTF CNTLN CNTN4 COL6A3 COLEC11 COLQ COX17 CPA2 CPNE8 CRACR2B CRADD CREB3 CREBL2 CREM CRK CRMP1 CRTC2 CRYGB CSF2 CSF3R CSRNP1 CTCF CTDNEP1 CTSA CTSK CTSS CTSW CUEDC1 CX3CR1 CXADR CXCR3 CYB561 CYB561D2 CYFIP1 CYP2B6 CYSLTR1 DAB2IP DALRD3 DAP3 DAPP1 DCK DCTN2 DCTN3 DCX DDIT4 DEF6 DENND3 DES DGKA DGKH DGKZ DHCR24 DHPS DHX15 DHX8 DIXDC1 DKK2 DLC1 DLL3 DLL4 DLX5 DMTF1 DNAJA2 DNAJC14 DNASE2B DNM2 DNMT1 DOCK4 DOCK8-AS1 DOK1 DPP3 DPPA4 DQX1 DROSHA DRP2 DTX3 DUSP4 DZIP1 E2F3 E2F5 ECM1 EFHB EGFL7 EGFLAM EGR1 EGR3 EIF3K EIF5A ELAVL4 ELK3 ELK4 ELOVL1 ELP5 EMC3 ENPP1 ENPP2 EPB41L1 EPC2 EPHA2 EPHX4 EPN3 EPS8L2 ERBIN ERF ERG ESAM ESPNL ESRRA ETF1 ETNK1 ETS1 ETS2-AS1 ETV5 ETV6 EVL EXOSC9 EXTL2 EXTL3 FAM106A FAM110A FAM13C FAM170A FAM20A FAM241B FAM78A FBLIM1 FBRS FBXL14 FBXL5 FBXW11 FCER1G FCGBP FCGR2B FCGR2C FCHO1 FEM1C FERMT3 FEV FGF23 FGFR2 FGFR4 FGR FHIP1B FHL1 FIBP FILIP1 FKBP9P1 FLNB FLT1 FLT3LG FMNL1 FOSL1 FOXN3 FOXO3 FOXO4 FOXP1 FOXRED1 FPGS FRMPD1 FRS3 FSTL1 FTH1 FURIN FUT10 FXYD5 FZD6 GAB2 GAD2 GALNT2 GAPT GAREM1 GAS7 GATA3 GATA4 GCNT2 GCNT3 GDNF GFI1 GGN GGNBP2 GGT7 GIT1 GJA5 GJB6 GK GMPR2 GNB1L GNG11 GNL2 GOLPH3L GORASP2 GPATCH11 GPC4 GPD1 GPR132 GPR150 GPR18 GPR183 GPR65 GPR87 GPX1 GRAP GRB10 GRB7 GRIA1 GRK5 GTF2B GTSF1 H3-3A HAPLN1 HBEGF HCAR1 HCAR2 HCAR3 HCLS1 HCST HDDC3 HELZ2 HFE HGF HHEX HIVEP2 HM13 HMG20B HMGA1 HNRNPK HOXA10 HOXA11 HOXA4 HOXB6 HOXC4 HOXD1 HRH4 HSD11B1 HSD3B7 HTR2C HYAL2 ID3 IFT43 IGF1 IGF2BP1 IGF2R IGFBP4 IKBKB IKZF2 IL10 IL11RA IL17RE IL18RAP IL1RN IL2 IL23A IL24 IL36A IL7R IMP3 INHA INTS3 IPO7 IQUB IRAK4 ITGA1 ITGAL ITGB1 ITPR1 ITPR2 ITPR3 JAK3 JAML JPH3 JUNB KALRN KANSL1 KCNA2 KCNAB2 KCNJ1 KCNN4 KCNQ1DN KCNQ5 KDELR3 KDF1 KDM5C KDM6A KIAA0040 KIZ KLF12 KLF9 KLHL3 KLRC1 KLRC2 KLRC3 KLRC4 KLRG1 KMT2A KMT2D KPNB1 KRCC1 KRIT1 KRT23 L3MBTL2 LAG3 LAT LAYN LCK LCP1 LDB2 LDLRAP1 LHFPL1 LHX1 LHX2 LIF LIMD2 LIME1 LIMK2 LIN7C LINC00656 LINC01138 LINC01565 LINC02908 LIX1L LLGL2 LMO3 LMO4 LMX1B LNX2 LOXL3 LPCAT4 LRFN4 LRP2 LRP5 LRRC1 LRRC15 LSP1 LSR LTB LTBP3 LTBR LTC4S LYL1 LYN LZTS2 M6PR MADD MAP2K6 MAP3K11 MAP4K1 MAP4K2 MAP4K4 MAP7D1 MAPK14 MAPKAPK2 MARCO MARK1 MARK4 MBNL1 MCC MCTS1 MCU MED14 MED26 MEF2C MEFV MEIS2 METTL2A METTL2B MFAP2 MGAT4A MGLL MIA MICAL2 MID1 MIDEAS MIR137HG MIR17HG MIR22HG MIRLET7BHG MLLT10 MLLT11 MLLT6 MMP3 MMP9 MMRN1 MOAP1 MOSPD1 MPL MPO MRPL24 MS4A1 MSANTD2 MSL3 MSN MSX1 MUSK MYCT1 MYH10 MYLIP MYO10 MYO18A MYO1C MYO1E MYRFL NAALADL2 NABP2 NASP NCALD NCF2 NCF4 NCK1 NDRG4 NDUFA4 NDUFAF3 NDUFS2 NEDD4 NEDD8 NEDD9 NEURL2 NFAT5 NFATC2 NFIA NFKB1 NFKBID NFKBIE NHERF1 NHSL2 NIPAL2 NKAIN1 NKAPD1 NKX2-1 NKX2-8 NLK NOS1 NOSTRIN NOTCH4 NOVA2 NPAS2 NPR2 NPRL2 NR1D1 NR2F6 NR4A2 NR4A3 NRK NRP1 NRXN3 NSMCE2 NT5C2 NTF4 NUDT21 NUFIP2 NUP210L NXPH1 ODAPH OFCC1 OLIG3 OMA1 OR51E2 ORAI2 ORMDL2 OSBPL3 OSER1 OTP OTUB2 OVOL2 PAFAH1B1 PAK3 PARP8 PATL1 PAX4 PCBP4 PCDH1 PCDH7 PCDHGB2 PCIF1 PDAP1 PDCD10 PDE3A PDE4D PDE6C PDGFB PDGFD PDGFRA PDGFRB PDLIM2 PDZRN4 PEG10 PELO PER1 PGM1 PHACTR3 PHC1 PHEX PICALM PIH1D1 PIH1D2 PIK3CD PIK3CG PIK3R1 PIK3R4 PIP4K2A PITPNC1 PITX2 PKN3 PLA1A PLA2G2E PLA2G4F PLCB2 PLCG1 PLEC PLEKHA1 PLEKHH2 PLEKHS1 PLXNA2 PNMA1 POF1B POLD4 POLH POLR1D POU3F4 PPARGC1B PPIF PPP1R12A PPP1R16B PPP1R9B PPP2R5C PRDM1 PRDM12 PRF1 PRICKLE2 PRICKLE4 PRKACA PRKACB PRKAG2 PRKCH PRKRIP1 PROP1 PRR5L PRRG3 PRRT2 PSAP PSME2 PSTPIP1 PTEN PTGIR PTH1R PTK7 PTPN11 PTPN6 PTPN7 PTPRC PTPRCAP PTPRG PTPRN PTTG2 PUM1 PURA PUS7L PYM1 QPCT QSER1 RAB10 RAB11A RAB11B RAB39A RAB43 RAB5IF RAC1 RALB RALGAPA1P1 RALGDS RAMP2 RAP2C RARA RASA2 RASA3 RASAL1 RASD2 RASGRP3 RASSF1 RBBP4 RBBP7 RBFOX2 RBKS RBMS2 RBPJ RCAN2 RCC2 RGS14 RGS3 RHBDF1 RHEBL1 RHOBTB1 RHOD RHOH RHOJ RHOV RILP RIMS2 RIN1 RIN2 RIN3 RINL RIPOR1 RLIM RMI1 RNF122 RNF128 RNF138 RNF152 RNF31 RNF40 ROBO1 ROBO4 RORA RPL11 RPL23 RPL41 RPS20 RPS6KA3 RPS6KA4 RSF1 RTKN RTL10 RUNDC3A RUNX3 RUVBL1 RWDD4 S100A9 S1PR2 S1PR4 SARNP SASH3 SBF2 SCN2A SCN3A SCN3B SCN8A SDCCAG8 SEC24C SEC61A1 SELE SEMA3F SEMA4C SEMA6C SEPTIN1 SEPTIN9 SERINC2 SERPINI1 SERPINI2 SESN3 SESTD1 SF1 SGCD SGK1 SH2B3 SH2D1B SH2D2A SH2D3A SH3BGRL SH3BP1 SH3BP4 SH3BP5L SH3KBP1 SH3TC1 SHC1 SHC3 SHISA5 SHROOM1 SIGIRR SIPA1 SKAP1 SKAP2 SLAMF1 SLC13A5 SLC16A13 SLC17A9 SLC1A5 SLC20A2 SLC25A28 SLC25A5 SLC2A9 SLC30A4 SLC30A7 SLC35C1 SLC35C2 SLC38A6 SLC39A11 SLC43A1 SLC44A4 SLC4A1AP SLC4A2 SLC9A9 SLPI SMAD3 SMAD5 SMCR5 SMG1 SMG6 SMIM19 SNCAIP SND1 SNF8 SNX20 SNX21 SNX22 SOGA1 SORBS2 SOS2 SOSTDC1 SOWAHA SOX14 SOX30 SP2 SP3 SP6 SP7 SPACA9 SPARC SPEG SPI1 SPIB SPNS3 SPTAN1 SRGN SRPRA SRR SRSF8 SS18 SSBP4 SSH1 SSH2 ST13 ST7L STARD13 STAT4 STAT5B STIM1 STK10 STK4 STRBP STRN STX11 STX16 STX19 STX5 TAB2 TAB3 TAF5 TAF8 TAGLN2 TBC1D17 TBL1XR1 TCF12 TCF15 TCP11L2 TEAD3 TEAD4 TFB1M TFE3 TFEC TGFB3 TGFBR2 TGIF1 TGIF2 TGM3 THBS2 TIAL1 TIMM44 TIMP1 TIMP4 TLCD5 TLL1 TLL2 TLN1 TM9SF3 TMA7 TMEFF1 TMEM100 TMEM131L TMEM132E TMEM154 TMEM161B TMEM164 TMEM184A TMEM204 TMEM209 TMEM40 TMEM59L TMEM69 TMEM71 TMIE TMIGD1 TMOD3 TMUB2 TNFRSF13B TNFRSF6B TNFSF13 TNFSF13B TNFSF4 TNKS2 TNS2 TOM1L1 TOMM5 TPM2 TPM3 TPP2 TRAF3 TRAF3IP3 TRAPPC11 TRAT1 TREML1 TREML2 TRERF1 TREX1 TREX2 TRIB1 TRIM25 TRIM41 TRIP10 TRMT2B TRPC4AP TRPC6 TSC22D2 TSC22D4 TSEN54 TSKU TTPAL TUBA1B TUSC3 TXNDC17 TYROBP UBE2B UBE2E3 UBE2L3 UBTF UBXN10 UCKL1 USHBP1 USP3 VAMP5 VAMP8 VASP VAV1 VCL VEGFD VGF VIP VLDLR VPS25 VPS39 VWA5A WAS WDFY4 WDR11 WDR81 WHRN WIPF1 WNT3 WNT7A WWC1 WWP2 XCL1 XCL2 XPNPEP3 XPO5 YARS1 YIF1A YTHDC1 YWHAH YY1AP1 ZBTB18 ZBTB33 ZBTB7B ZBTB8OS ZBTB9 ZC3H10 ZC3H11A ZCCHC7 ZDHHC5 ZEB2 ZFP91 ZHX2 ZHX3 ZIC4 ZMAT3 ZMAT4 ZMYND8 ZNF12 ZNF143 ZNF205 ZNF207 ZNF276 ZNF282 ZNF296 ZNF35 ZNF410 ZNF532 ZNF572 ZNF593 ZNF646 ZNF668 ZNF687 ZNF706 ZNF768 ZNF800 ZNRF2 S8_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/S8_01 ABHD17B ACADSB ACP6 ADAM11 ADAMTS3 ALKBH5 ANK2 ARHGEF10L ARHGEF38 ARID3B ASB7 ASCL4 ASF1A ATXN7L1 B3GALT1 BARHL2 BMAL1 BMP1 BMP5 BTBD3 C5orf64 CALD1 CCNJ CD36 CELF2 CEP120 CEP95 CGA CLDN17 CLDN8 CLRN1 CLSTN2 CNN3 CNTLN CNTNAP4 COMMD10 CS CTNND1 CXCL14 CYFIP2 DCT DDX5 DEDD DIO2 DIXDC1 DLX1 DMD DNAJC5B DSCAM DSPP EBF2 EDC4 EFNA5 EFNB3 EHF EOMES ESR2 ETV1 FAM169BP FAM53B FBLN2 FEZF2 FIGN FOSB FOXP1 FST GAP43 GBX2 GCNT2 GEN1 GPRC5C GRIN2A GRM5 GRPR GRWD1 GSE1 GTF2A1L HAS2 HERPUD2 HESX1 HEY2 HOXA7 HOXA9 HOXB6 HOXB7 HOXC4 HOXC6 HOXD8 HPSE2 HRK HTR2C IKZF5 IL17F INPP5F INPPL1 IRX4 IRX6 ITGA11 ITPR3 JAZF1 JPH3 KAT6B KCNK2 KCNS1 KCTD15 KLK13 KRT23 KRT32 KRT85 KRTAP11-1 LAMB1 LBX1 LCP1 LDB2 LEMD1 LINC01164 LINS1 LIX1 LMO3 LRFN5 LRRC4 LRRTM1 LUC7L3 LYPD1 MAB21L1 MAPK8 MBNL1 MCTS1 MEF2C MEIS1 MINK1 MITF MLLT10 MMP27 MS4A1 MTUS1 MYT1 NEO1 NFATC4 NLGN2 NOL4L NPAS3 NPEPL1 NRP1 NRXN1 OGT ONECUT2 OPRM1 OSR2 OTX2 OVOL1 PAQR9 PARD6G PCNT PDE3B PDZRN4 PECR PHC2 PHOX2B PIK3R3 PIPOX PLPP3 POGZ POLE2 PPP1R16A PPP1R2B PRDM12 PRDM8 PREX2 PRG4 PRKAB1 PRKACA PROP1 PRPF38B PRR34 PRRX1 PRSS12 PSMA1 PTH1R PURA RALGPS2 RFX3 RFX8 RGS8 RNF11 RNF122 RORB RREB1 RTL9 RUNX1T1 SALL3 SCN3A SEL1L3 SEMA3A SEZ6 SEZ6L SH3BGRL2 SHOX2 SIAH3 SIX1 SIX3 SLC10A7 SLC24A2 SLC24A4 SLC25A25 SLC26A7 SLC39A14 SLC6A15 SOCS5 SOX5 SSH2 ST8SIA3 STAT3 STC1 SULF2 SYNRG SYT9 SYTL2 TAC1 TAS2R7 TBX6 TCAP TESK2 TLE4 TMEM169 TMEM94 TMTC2 TP63 TRIM24 TRPM1 TRPM8 TSHZ2 TTLL6 TXLNG TYR UBA3 UVRAG WNT8B XYLT2 ZBTB20 ZEB2 ZFHX4 ZFPM2 ZNF148 ZNF423 ZNF804A ZRSR2 SCGGAAGY_ELK1_02 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCGGAAGY_ELK1_02 AAGAB AAK1 AATF ABCA1 ABCD4 ACAD11 ACBD5 ACIN1 ACO2 ACP2 ACTB ACTR2 ACTR6 ACVR2A ACYP1 ADAMTSL5 ADNP ADPRM AGL AGPAT2 AIP AK4 AKAP10 AKT1S1 AKTIP ALAD ALDOA ALKBH1 AMZ2 ANAPC15 ANAPC4 ANKHD1 ANKHD1-EIF4EBP3 ANKMY2 ANKRD17 ANKS1A ANKS3 AOPEP AP1B1 AP1M1 AP1S2 AP2S1 AP3B1 AP4M1 AP5M1 APEH APTX AREL1 ARF3 ARFGAP1 ARFIP1 ARFIP2 ARHGAP1 ARHGEF7 ARID4A ARL5B ARMC7 ARPC2 ARPC4 ASB1 ASB6 ASB8 ATAD1 ATF6B ATG16L1 ATG5 ATM ATP13A1 ATP1B2 ATP2A2 ATP2C1 ATP5F1A ATP5ME ATP6V1D ATP6V1H ATP7A ATP8B4 ATR ATXN10 AURKA AZI2 B3GALT4 B3GALT6 B3GAT3 BABAM1 BACE1 BAD BAG6 BANF1 BCAT2 BCDIN3D BCKDHA BCL2L1 BECN1 BIN3 BLM BLZF1 BMP2K BNIP2 BRCC3 BRME1 BTAF1 BTBD1 BUD31 BZW2 C12orf57 C14orf119 C15orf39 C17orf80 C18orf21 C19orf47 C1QBP C1orf122 C1orf210 C22orf23 C2orf27A C2orf42 C2orf49 C3orf38 C6orf47 C6orf89 C9orf40 CAAP1 CALU CAP1 CARF CARS1 CBL CBLL1 CBX8 CCDC103 CCDC171 CCDC174 CCDC25 CCDC28A CCDC47 CCDC71 CCDC85B CCND2 CCNDBP1 CCNT1 CCP110 CCT7 CCZ1B CD2BP2 CDC123 CDC37 CDC45 CDCA3 CDK13 CDX2 CELF1 CENPO CENPQ CEP164 CEP41 CEP44 CEP55 CEP95 CES2 CETN3 CFAP298 CFAP36 CFAP57 CFL1P1 CGGBP1 CHERP CHID1 CHMP2A CHORDC1 CHPF CHRNA1 CHUK CIAO1 CIAO2B CIP2A CKS1B CLASP1 CLASRP CLCN2 CLDN5 CLDN7 CLEC18C CLINT1 CLMN CLN3 CMTR2 CNOT10 CNOT3 CNPY3 CNST CNTROB COG3 COG4 COG7 COMMD5 COMMD6 COPE COPS3 COPS7A COPS7B COQ8B CORO1C COX15 COX17 COX5B COX6A1 COX6B1 COX8A CPEB4 CPSF3 CPSF7 CPT2 CRB3 CREBZF CSAD CSGALNACT2 CSNK1E CSNK2B CSTF1 CSTF2T CSTF3 CTNNBL1 CTPS2 CTR9 CTSK CTTNBP2NL CUL7 CUTC CWC15 CWC25 CXCR5 CXXC1 CYB561A3 CYB561D2 CYB5D2 CYB5R4 DAB2IP DAGLA DBR1 DCAF1 DCAF10 DCAKD DCDC1 DCLRE1C DCP1A DCTN5 DCUN1D3 DDHD1 DDIT3 DDOST DDX1 DDX39B DDX42 DDX47 DDX49 DDX5 DDX50 DDX55 DGUOK DHX15 DHX30 DHX36 DHX37 DHX40 DHX57 DHX8 DIABLO DIAPH1 DLST DLX4 DNAAF2 DNAAF8 DNAI1 DNAI4 DNAJA1 DNAJB1 DNAJB5 DNAJC1 DNAJC14 DNAJC24 DNAJC7 DNMT1 DNTTIP1 DPCD DPH2 DPM1 DPP3 DPP8 DR1 DYNC2I2 DYNLT2 DZIP3 E2F4 EAF1 EAPP EBNA1BP2 EDC4 EDEM3 EDRF1 EEF1B2 EEFSEC EFL1 EFNA5 EFTUD2 EGR1 EGR2 EHD4 EIF1AD EIF2AK1 EIF2B2 EIF2S1 EIF3H EIF3L EIF3M EIF4A1 EIF5A ELAVL2 ELK3 ELK4 ELP2 EMC3 EMC4 EME1 EMG1 EML2 EML3 EN1 ENDOV ENOX2 ENTHD1 ENTPD8 EP300 EPN1 ERCC1 ERCC3 ERCC6 ERH ERI1 ERI2 ESCO1 EVC2 EVX1 EXOC3L1 EXOC5 EXOSC3 EXOSC5 EXTL2 F11R FAM104A FAM120A FAM120AOS FAM174A FAM200A FAM210A FAM219A FANCD2 FANCF FASTKD5 FBXL6 FBXL8 FBXL9P FBXO22 FBXO3 FBXO33 FBXO36 FBXO38 FBXO8 FBXW9 FCF1 FDXR FIBP FKBPL FMR1 FNDC8 FOXH1 FOXRED1 FRS2 FUT8 FUZ GABARAPL2 GALNT10 GAPDH GAR1 GART GCC2 GDE1 GEN1 GFI1 GFUS GGA1 GGT7 GIT2 GJB1 GK GLE1 GMIP GMPR2 GNAI3 GNL2 GNL3L GOLGA3 GON4L GOSR2 GPANK1 GPATCH2 GPATCH2L GPN2 GPR155 GRB2 GRIPAP1 GRPEL2 GRWD1 GSE1 GSKIP GSPT1 GTF2A1 GTF2A2 GTF3C1 GTF3C2 GTSF1 HARS1 HARS2 HAT1 HBP1 HCCS HDAC10 HERC4 HERPUD2 HIF1AN HIKESHI HIRA HIRIP3 HMG20A HNRNPD HNRNPH1 HNRNPLL HPS1 HPS3 HSP90AB1 HSP90B1 HSPA4 HSPB2 HSPH1 HYPK ID3 IER2 IFI30 IL17RA ING2 ING4 INIP INO80 INO80B INO80E INSIG2 INTS3 INVS IPO4 IPPK IQCH IQCK IRF2 IRX3 ITFG1 ITGB1BP1 ITM2C ITPA JADE1 JAG1 JAGN1 JOSD2 JPH4 KANSL3 KAT5 KAT7 KATNB1 KCNT2 KCTD13 KCTD5 KDF1 KDM3B KDM4D KDM5A KDM6A KIAA0825 KICS2 KIF4A KIF9 KLHDC3 KLHL17 KLHL18 KLHL35 KMT5A KNCN KRIT1 KRR1 KRTCAP2 KTI12 KXD1 KYAT1 LAS1L LASP1 LDAH LEF1 LEPR LEPROT LEPROTL1 LIMD1 LIMD2 LIN28A LINC01138 LLPH LMAN2 LOXL4 LRATD2 LRP10 LRRC28 LRRC41 LRRC49 LRRFIP2 LSM4 LSM5 LSR LTN1 LTV1 LYL1 LYPLA2 LYRM1 LZIC LZTFL1 MAD2L1BP MAGED2 MAP1B MAP3K11 MAP3K6 MAP4K2 MAP4K3 MAPK8IP3 MAPKAP1 MAPKAPK2 MAPRE1 MARK2 MARK3 MASTL MCL1 MCM7 MCM8 MCMBP MCRS1 MCTS1 MDM4 MEA1 MED14 MED15 MED30 MED8 MEF2B MEIS1 MEIS2 METAP2 METTL5 METTL6 MFN1 MFSD5 MFSD9 MGAT2 MIEN1 MIER1 MINDY1 MINDY2 MINDY3 MKRN1 MKRN4P MLEC MLLT6 MLYCD MMUT MOCS3 MON1B MORC3 MORN2 MOSPD3 MPDU1 MPZL3 MRM1 MRPL27 MRPL3 MRPL33 MRPL40 MRPL43 MRPL49 MRPL52 MRPS10 MRPS18A MRPS21 MSANTD2 MTA2 MTAP MTCP1 MTERF1 MTF1 MTFR1L MTIF2 MTMR14 MTMR2 MTMR4 MTMR9 MTPN MTX2 MYG1 MYL6B MYO19 NAA20 NAA60 NAGK NARS1 NASP NCBP1 NDUFAF3 NDUFS1 NECAP1 NECAP2 NEDD1 NEDD8 NF1 NFKBIB NFS1 NIF3L1 NIFK NIPBL NKAPD1 NKIRAS2 NME7 NMNAT1 NMNAT2 NMT1 NOC2L NOL12 NOL7 NOP53 NOSIP NPAT NPRL2 NR1H2 NRAS NRDC NSUN2 NTHL1 NUDC NUDT12 NUDT21 NUDT22 NUDT5 NUDT6 NUP107 NUP155 NUP37 NUTF2 NXT2 ODAD4 ODF2 OGG1 OPN1LW OTUB1 OVCA2 PABPC1 PABPC4 PAFAH1B2 PAIP2 PALB2 PANK3 PARL PARP11 PARP8 PARPBP PARS2 PCBP1 PCBP2 PCDH11X PCDH11Y PCED1A PCGF1 PCYT1A PDAP1 PDCD6 PDE12 PDE5A PDLIM1 PDLIM5 PDZD11 PER1 PER2 PEX11A PEX16 PEX2 PEX6 PFDN6 PGAM5 PGM3 PGS1 PHB2 PHC3 PHF20L1 PHF23 PHF5A PHKB PHLDB3 PHTF1 PICK1 PIGC PIGO PIGT PIGW PIH1D2 PIP4K2A PITPNA PITX2 PKN3 PLA2G6 PLK4 PLP2 PMM2 PMPCB POGZ POLA1 POLDIP2 POLH POLL POLR1C POLR2F POLR2H POLR2K POLR2M POLR3D POLR3H POMP POU4F2 PPAN PPHLN1 PPIG PPIL1 PPIL2 PPIL3 PPME1 PPP1R11 PPP1R21 PPP1R35 PPP2R3C PPP4C PRAC1 PRADC1 PRDX5 PRELID1 PRKAB1 PRKACB PRKAG1 PRKAG2 PROSER1 PRPF18 PRPF19 PRPF6 PRRC2C PSMA4 PSMA5 PSMA6 PSMB1 PSMB7 PSMC1 PSMC2 PSMC4 PSMD12 PSMD13 PSME3 PSME3IP1 PTHLH PTPN1 PTPN2 PTPN23 PTRH2 PUF60 PURB PUS1 PYM1 PYROXD1 R3HCC1L R3HDM1 RAB11B RAB24 RAB2A RAB4B RAB5A RAB5C RAB7A RAB8A RABGEF1 RABGGTA RAD23A RAD51D RALGAPB RAP2C RAVER1 RB1CC1 RBBP4 RBBP5 RBBP6 RBCK1 RBM19 RBM22 RBM45 RCSD1 REXO5 RFC2 RFC4 RFESD RFXANK RHOA RHOQ RING1 RMND5B RNF121 RNF13 RNF168 RNF181 RNF185 RNF2 RNF20 RNF41 RNGTT RNMT RNPS1 ROM1 ROMO1 RPAP1 RPE RPF1 RPL11 RPL19 RPL26 RPL27 RPL31 RPL32 RPL36AL RPL37 RPL37A RPL6 RPLP2 RPS14 RPS18 RPS19BP1 RPS25 RPS27L RPS3 RPS3A RPS5 RPS6 RPS6KA3 RPS6KC1 RRAS RRP15 RRP36 RRS1 RSPRY1 RSU1 RTF2 RWDD2A RXRB SAMD10 SAP130 SAR1A SART1 SCAMP2 SCFD1 SCFD2 SCO1 SDF2 SDHAF2 SDR42E1 SEC11A SEC13 SEC23IP SEC24C SEC31A SEC61A1 SEMA3F SEMA4A SEPTIN10 SEPTIN7 SEPTIN9 SERTAD1 SETDB1 SF1 SF3A1 SF3A3 SF3B1 SF3B3 SF3B4 SFSWAP SH3GLB2 SHANK2 SHC1 SHKBP1 SHLD1 SHQ1 SIDT1 SIGIRR SIPA1 SIRT2 SIRT3 SIRT6 SKP2 SLC12A2 SLC25A1 SLC25A14 SLC25A17 SLC25A20 SLC25A38 SLC25A4 SLC25A5 SLC30A7 SLC31A1 SLC35A5 SLC35B3 SLC35C2 SLC35F6 SLC36A1 SLC38A10 SLC39A6 SLC39A7 SLC39A9 SLC52A2 SLC7A10 SLC9A8 SLIRP SMAP2 SMARCAD1 SMC6 SMU1 SMUG1 SND1 SNF8 SNIP1 SNRNP27 SNRPB SNRPE SNTB2 SNX1 SNX12 SON SOWAHC SPAG8 SPATA17 SPATA5 SPG21 SPICE1 SPINDOC SPRED2 SPSB2 SPTY2D1 SRBD1 SRD5A1 SRP14 SRP19 SRP54 SRPRA SRSF4 SRSF6 SRSF9 SSBP1 SSU72 STAG1 STAG2 STARD3 STEEP1 STIM1 STK4 STK40 STOML2 STPG2 STRN STX10 STX12 STX4 STX6 STXBP2 SUGP1 SUGT1 SUMO1 SUPT16H SUPT5H SUPT6H SUSD1 SYNJ1 SYNRG SYT5 SZT2 TADA3 TAF10 TAF11 TAF1B TAF5L TAOK2 TAX1BP1 TBC1D13 TBC1D17 TBC1D22A TBC1D5 TBCC TBCE TBP TBX6 TCEANC2 TCF7 TCOF1 TCTA TDRD3 TEFM TENT2 TENT5A TFAP2C TFB2M TFCP2 TGDS TGS1 THAP10 THAP11 THG1L THUMPD3 TIE1 TIGD4 TIGD6 TIMM10 TIMM10B TIMM23 TIMMDC1 TIPRL TLK1 TM9SF1 TMBIM4 TMCO1 TMEM101 TMEM127 TMEM138 TMEM167A TMEM186 TMEM187 TMEM191A TMEM199 TMEM208 TMEM222 TMEM230 TMEM33 TMEM59 TMEM62 TMEM68 TMUB1 TMX1 TNK2 TNKS2 TNPO3 TNRC6A TOMM20 TOMM22 TOMM40 TOMM70 TP53 TPGS1 TPI1P2 TPM3 TPX2 TRADD TRAF7 TRAPPC1 TRAPPC10 TRAPPC4 TRIM11 TRIM39 TRIM41 TRIM46 TRMO TRMT1 TRMT10A TRMT10B TRMT112 TRMT6 TRO TRPT1 TSC2 TSPAN31 TSTD2 TTC14 TTC23 TTF1 TTI2 TTPAL TUBGCP4 TUFM TWNK TXNDC12 TYMP U2AF2 UBA1 UBA2 UBA5 UBE2E3 UBE2F UBE2N UBE2V2 UBE2Z UBE4A UBL5 UBLCP1 UBR1 UBR4 UBXN1 UFC1 UFD1 UFM1 UGGT1 UGGT2 UHMK1 ULK4 UNC13D UNC50 UQCRH URM1 USB1 USE1 USF1 USP16 USP3 USP32 USP5 USPL1 UTP3 UVRAG UXT VAC14 VCPIP1 VEGFB VMP1 VPS13B VPS16 VPS18 VPS26C VPS52 VPS53 VRK3 VTA1 WARS1 WAS WASF2 WASHC4 WDR1 WDR35 WDR46 WDR48 WDR55 WDR73 WDR74 WDR83 WDR83OS WDR93 WEE2-AS1 WFDC2 WFDC3 WNT1 WRAP53 WRAP73 WTAP XAB2 XPO5 XRCC4 YARS1 YEATS2 YIPF1 YIPF3 YIPF5 YJU2B YKT6 YME1L1 YRDC YTHDF2 YTHDF3 YWHAB YWHAE ZBTB11 ZBTB3 ZBTB41 ZBTB43 ZBTB8OS ZBTB9 ZC3H13 ZCCHC7 ZCCHC9 ZCRB1 ZDHHC5 ZER1 ZFAND3 ZFP3 ZFP64 ZFYVE16 ZFYVE27 ZKSCAN5 ZKSCAN7 ZKSCAN8 ZNF112 ZNF180 ZNF184 ZNF22 ZNF22-AS1 ZNF23 ZNF24 ZNF322 ZNF35 ZNF384 ZNF394 ZNF408 ZNF410 ZNF48 ZNF512 ZNF513 ZNF580 ZNF585A ZNF585B ZNF646 ZNF653 ZNF655 ZNF668 ZNF687 ZNF70 ZNF79 ZNF800 ZNHIT2 ZPR1 ZRANB2 ZSCAN12 ZSCAN20 ZSCAN25 ZSCAN29 ZSWIM8 ZZEF1 SEF1_C https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SEF1_C ATF2 LIMK2 MEIS2 POU3F3 SLC6A7 SPRYD3 SF1_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SF1_Q6 ABAT ABHD3 ABTB2 ACSBG1 ACTR1A ADAMTSL5 AFG3L2 AK2 ALDOA AMPD3 AMY2A ANKRD13A ANKRD9 APBB1 ARF3 ARFGAP2 ATP1A4 ATP1B1 ATP5F1B ATP5F1C ATP5MC1 ATP5MC3 ATP6V0C ATP6V1B1 BCL3 BRME1 BUB1B C11orf68 C17orf80 CACNB2 CAMK2G CASQ2 CATSPER2 CCDC92 CCNE1 CDH16 CDHR1 CHAT CHD2 CHGA CKB CKMT1B CLC CLPTM1 CLUH CNTF CNTN2 COMTD1 COX4I1 COX5B CS CTDSPL2 CTSD CX3CL1 CYP46A1 DEXI DHRS11 DIRAS1 DNAJA2 DNAJC11 DRAP1 DRC3 EFNB3 EIF3A ELAVL3 EMC8 ENSG00000291228 EPN2 EPN3 EPS8L2 ESRRA FAM104A FAM81A FBH1 FBRS FBXL19 FBXL22 FBXO2 FBXO21 FBXO44 FBXW4 FGF9 FNDC5 FSTL3 GABARAPL1 GDPD1 GIPC2 GIT2 GPBP1L1 GPR52 HAS3 HCN4 HDAC1 HNF1B HOXC10 HOXC13 HSPBP1 HSPD1 HTN1 IDH3A IMMT INSR IPO7 ITGA3 KANSL3 KCNC1 KCNG4 KCNK1 KDM5A KIAA0586 KIF5A KIN KIRREL3 KIRREL3-AS3 KLHL36 KLK15 KPNA6 LDB3 LINC01089 LINC01567 LRFN5 LUC7L3 MACROD1 MADD MAL MAP4K2 MAPK8IP3 MED26 MEF2D MGST3 MIDEAS MNT MPC2 MPRIP MRPL48 MSI2 MTCH2 MTSS2 MTX1 MTX2 MYOM3 NAA25 NAA40 NAV1 NCDN NDRG2 NDUFS8 NEBL NRXN2 NTF3 NXPH3 NXPH4 OGDHL OR10A5 OTUB1 PABPC4 PANK1 PDHX PDIA3 PIK3C2B PLCB3 PLEKHA1 POLG PPM1E PPP2R1A PPP4R3A PPTC7 PRKAA2 PRPSAP1 PRRC2C PTPN5 RAB11FIP5 RAB35 RAB3A RANBP10 RASAL1 RASGRP2 RBMS1 RELT RGS4 RGS7 RHCG RHOT1 RILP RIPOR1 RNF19B RPH3A RPRD2 RYR3 SAFB SCNN1G SDHB SDHD SEMA7A SIK2 SIK3 SLC2A4 SLC30A3 SLC37A2 SLITRK1 SMCO4 SMG5 SOCS4 SORL1 SPAG9 SPC24 SRCIN1 SRSF4 ST20-AS1 ST3GAL5 ST8SIA1 ST8SIA5 STAC2 STARD13 STARD5 STRN STX1B SUCLA2 SUMO2 SV2A SYT17 TAOK2 TBC1D15 TBX6 THBS3 THRA THRAP3 TIMM8B TIMM9 TLCD5 TMEM79 TNNI1 TNRC6A TOM1L2 TOMM40 TPPP3 TRAP1 TSC1 TTLL7 TUBB4A UBL3 UNC119 UNC5B USP8 VAMP2 VASP VCL VDAC2 VSNL1 WBP1L WDR72 XPO6 XYLT1 YY1AP1 ZCCHC14 ZDHHC7 ZNF644 ZNF664 ZNF768 ZRANB1 SGCGSSAAA_E2F1DP2_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SGCGSSAAA_E2F1DP2_01 ACBD6 ACO2 ADAMTS2 AK2 ALDH6A1 AP1S1 AP4M1 ARHGAP6 ASXL2 ATAD2 ATAD5 ATF5 BRME1 BRMS1L CAND1 CASP8AP2 CDC20B CDC25A CDC6 CDCA7 CLSPN CNOT9 CTDSPL2 DCK DCTPP1 DNAJC9 DNMT1 E2F1 E2F3 E2F8 EED EFNA5 EMSY FANCC FANCG FBXO5 FHOD1 FKBP5 FMO4 GABRB3 GATA1 GEN1 GINS3 GLRA3 GMNN GON7 GPRC5B H2AC12 H2AZ1 H2AZ2 H2BC12 H3C1 H4C1 HCN3 HIRA HMGA1 HMGXB4 HNRNPD HNRNPR HNRNPUL1 HOXC10 ID3 IER5L IL4I1 ILF3 ILF3-DT ING3 JADE1 JADE2 KBTBD6 KBTBD7 KCNA6 KCNS2 KIAA0825 LUC7L3 MAZ MCM2 MCM3 MCM4 MCM6 MCM7 MCMBP MEPCE MRPL40 MSH2 MSH5 MTF2 MXD3 MYC MYH10 NABP2 NASP NCL NFATC2IP NIPBL NOLC1 NR6A1 NRK NUP62 PAN2 PAQR4 PCIF1 PCLAF PCNA PCSK1 PHC1 PHF5A PIM1 PKMYT1 PLAGL1 PODN POLA1 POLD1 POLD3 POLE2 POLE4 POLR2A PPM1D PRKDC PRPF4B PRPS1 PTMA RANBP1 RAVER1 RET RIBC1 RMI2 RPS20 RRM2 SLC9A5 SMAD6 SMC1A SMC3 SMC6 SNRPD1 SRSF1 SRSF7 STAG2 STK35 STT3B SUV39H1 SYNCRIP SYNGR4 TAOK2 TFAP4 THAP8 TMEM108 TMEM143 TMEM187 TOPBP1 TRA2B TRIM39 TRMT2A TYRO3 UBR7 UGGT1 UNG USP37 VCAN WBP2NL WDR62 YBX2 ZBTB4 ZCCHC8 ZCWPW1 ZNF367 ZNF503 ZNF565 ZNF644 ZNF687 SMAD3_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMAD3_Q6 ABHD15 ACKR1 ACKR3 ACTN2 ACVR1 ADAMTSL2 AGER AGPAT4 AJUBA ALDH4A1 ANKMY2 ANKS1B ANKS6 ANXA9 APBB2 ARHGEF19 ARID1A ASAP1 ASB2 ATP6V1E2 ATXN7L1 B3GALT2 BAMBI BAZ2A BCL9L BHLHE41 BMPR2 BTBD3 BZW2 C11orf87 C1QB C1QTNF5 C1orf21 C2orf66 CABP2 CACNB2 CACNB3 CBFA2T3 CCDC140 CCDC33 CDK5 CDK5R2 CDKN1A CEACAM19 CELF3 CGRRF1 CHD2 CHDH CHRM1 CHST9 CLDN16 CLTC CNTFR COL11A2 CPNE6 CRABP2 CRAT CSF3 DCTN2 DENND2B DLX3 DMPK DOCK9 DRC3 DUSP3 EBF1 EDA EDN1 EIF3J ELOVL1 EMID1 EPB41 EPHX4 ERG ESRRG EYA1 EYA4 FAM110D FAM117A FAP FGF11 FGF14 FGF23 FGF7 FOXB1 FOXP1 FRY FXR1 FZD1 GABRE GADD45G GIT1 GPC3 GRIN2D H1-0 HAPLN2 HCRT HES7 HMCN1 HMGB1 HOXB1 HOXC4 HOXC6 HS3ST2 HTN1 IL17RB IRX5 ITGAE ITIH3 JADE2 JARID2 JMJD1C KCNJ8 KCTD15 KDM3A KIAA1191 KIRREL1 KLF7 LAMC2 LCOR LHX6 LIMD2 LIN28A LOX LRP2 LRRFIP1 LTBP1 LUC7L3 MAP2 MAP7D1 MARCKSL1 MEIS1 MFAP4 MIR9-1HG MN1 MORF4L2 MRC2 MSS51 MTMR4 MYCL MYT1 NAT8L NDUFA4L2 NDUFS2 NECTIN1 NIN NKX2-1 NLGN2 NNAT NOS3 NR2F2 NRXN3 NTRK3 NXPH4 NYX OLIG3 OTX2 PABPC5 PAGR1 PAK3 PAX2 PAX3 PDE4D PDLIM2 PELI3 PFKFB1 PIK3R3 PITX3 PLCXD2 PLEKHA6 PLEKHH2 PLPP7 POU2AF2 POU3F4 POU4F1 PPP3CB PRLHR PTGR3 PTPN6 PTPN7 PURA R3HDML RAI1 RARB RASL11B RELCH RFX4 RFX5 RIMS1 RLIM RNF19B RUSC1 S100A14 S100A16 SAV1 SCRG1 SERINC2 SHANK1 SIAH3 SIPA1 SKIL SKP1 SLC4A2 SLC6A9 SMAD6 SMG5 SMPX SMTN SOGA1 SOX14 SPECC1 SRCIN1 SSBP3 ST6GALNAC5 STX16 SYNPO SYT7 TAF6L TEAD3 TFAP2D TFDP2 TGFB2 TGIF2 THBS2 TIMP4 TLX1 TMEM164 TMEM256 TMEM79 TOP1 TP53I13 TSHZ3 TXNDC12 WNT10B WNT8B YBX3 ZDHHC22 ZEB2 ZHX2 ZMYND8 ZNF654 ZRANB1 SMAD4_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMAD4_Q6 ABCA1 ACACA ACTL6B ACY3 ADAMTS4 ADAMTSL1 ADORA2B AGAP2 AGBL5 AGER AKAP4 AMMECR1 ANKS1B AP2M1 APBB1 APH1A ARHGEF19 ARID1A ATP2A2 ATP6V1E2 ATXN7L2 AVP BAHD1 BNC2 C11orf87 CA9 CACNA1G CACNG3 CADM1 CALD1 CALM1 CASKIN2 CATIP CBFA2T3 CDH13 CDK15 CDK6 CERS1 CGB7 CHRM1 CLC CLOCK CLVS1 CMTM4 COL1A2 COL25A1 CREB1 CRK CXADR DACH2 DCTN1 DHRS3 DHX40 DIABLO DLGAP4 DOK1 DUSP5 EEF1A1 EIF4A1 ELOVL5 EPC1 EPHA2 EPHB1 ERO1B ETV4 EVX1 FAM83F FASTK FBRS FGF16 FGF4 FKBP10 FLI1 FLRT1 FMO2 FOXB1 FOXI1 GBA2 GDF1 GNB2 GOLGA2P5 HEPACAM HHEX HMGN5 HNRNPK HNRNPUL1 HOXA10 HOXA3 HOXA6 HOXA9 HOXB1 HYAL2 HYCC1 IL17RC IL23A IRS1 KAZN KCNH6 KCNN2 KCTD15 KIRREL3 KLF7 KMT2E LAMC2 LARP4 LDB1 LGI1 LHB LHX4 LINC00474 LINC01106 LINC01138 LMO1 LMO4 LOXL3 MACROD2 MAF MAFB MCRS1 MEF2C MEIS2 MGAT4C MIR22HG MMP11 MRI1 MROH2B MYL6B MYLK NAB2 NAPEPLD NFATC4 NFKB2 NIBAN1 NOTCH3 NR1D1 NR2F1 NTF4 NTRK3 NUDCD1 NXPH3 OTX2 P3H4 PAK3 PARP16 PARP8 PAX1 PBX3 PCBP4 PDGFRA PDP1 PFN2 PHF12 PHF8 PICK1 PIEZO1 PLA2G2F PLCXD2 PLEC POLD4 POLR2I POU2AF1 POU4F3 PPP2R2B PPP3CA PPP3CB PRKAG1 PRKCZ PRR35 PRRC2C PSMC5 PTBP2 PURA RAB1B RALA RASAL2 RCAN1 RGS3 RHOQ RMI1 RORA RPS6KA3 RPS8 RTN3 RUNDC3A SCYL3 SDR9C7 SIAH3 SIPA1 SLC12A5 SLC22A17 SLC25A14 SLC25A35 SNX12 SOGA1 SP8 SPCS1 SRRM4 SRSF6 SSBP3 SST STX5 SULF1 SUV39H2 SYVN1 TBCB TBX5 TBX6 TCF4 TET2 THRA TMCC1 TMEM109 TMEM25 TMEM69 TNFRSF12A TNS2 TOMM40L TRAF3 TREML2 TRIM3 TRIM8 TRPS1 TSEN54 TXNDC12 UBE2E1 UBE4B USP2 VAPA VDR VEZF1 VGF WASF2 WDR13 WDR81 WNT1 WNT3 YPEL1 ZMYND8 ZNF282 ZNF296 ZNF410 ZNF710 ZNF800 ZNRF2 SMAD_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMAD_Q6 ACTR1A ADCY8 AGPAT4 AJUBA ANKRD35 ANP32E ARAP3 ARHGDIB ARHGEF19 ARID1A ARID5A ATP2B4 ATP6V1E2 AUP1 BCL2 BCOR BMF BMP4 C1QTNF5 C1orf21 CACNB2 CACNG2 CACNG6 CADPS CALD1 CBX5 CCAR2 CCNI CD68 CDC45 CEP57 CHD6 CHRM1 CHRNB2 CKS1B CNIH2 CNOT4 CPNE1 CREM CRIM1 CRK CSNK1E CSRNP2 CTDSPL2 DACH2 DCHS1 DDOST DDX17 DIO3 DMXL1 DNAJC11 DQX1 DUSP2 DUSP5 DYNC1I1 EIF4E EIF4G2 ELAVL2 ELK3 ELN EN1 ENTPD1 EVX1 FAM76B FBXW7 FGFR1OP2 FHL3 FOXN3 GABRB1 GARNL3 GATA1 GDNF GLRA1 GPR3 GPRC5D GRHL3 GRIN2D GSE1 GTF2A1 H3-3B HCLS1 HNRNPA1 HNRNPUL1 HOXB1 HOXC13 HPCA HPX HTRA2 IGF2BP3 IGFBP5 IL1RAPL1 INTS13 IRX2 IRX2-DT JADE1 JAKMIP2 JMJD1C KBTBD12 KCNA1 KCNC1 KCNH2 KCNJ5-AS1 KCNN4 KCNQ5 KLK14 KMT2E LAG3 LAMA3 LAMB3 LCOR LEFTY1 LEFTY2 LHX6 LIN28A LINC01138 LRRTM3 LTBP1 MAGED2 MBNL1 MEX3B MEX3C MIR22HG MRPS18B MYBPC2 MYH6 MYL6B MYO18A NCDN NCKAP5 NDUFS4 NEUROD1 NFE2 NIBAN1 NOTCH3 NRGN NRP1 NSD1 NXPH4 NYAP1 ODR4 ONECUT2 OTX2 PAFAH2 PDGFB PHC1 PHF12 PI4KB PIAS3 PIK3CG PIK3R1 PIM1 PLA2G2F PMEPA1 POLD4 POLG PPP1R10 PPP1R15B PRMT1 PRMT3 PRX PSD PSD4 PSMB1 PSMB2 PTCH1 PTGFRN RAB5C RARA RASAL1 RBM12 RBMS1 RDH10 RGL2 RHCE RHD RHOG RIMS1 RIPOR2 RNF144B RNF152 ROCK1 RORA RPL7 RPP21 RPRD2 RPS14 RRM1 RTCA RUNX2 S1PR1 SEMA4A SERPINB5 SERTAD3 SGCD SH3KBP1 SHC1 SIPA1 SKAP1 SKIDA1 SLAIN1 SLC25A4 SLC26A9 SLC4A2 SLC8A3 SMARCA1 SMG1 SMYD2 SNPH SNX12 SOX21 SP3 SPEF1 SPEM1 SPOP SPTAN1 SRRM1 ST18 STMN1 STX5 SUFU SYT11 SYVN1 TAGLN TARBP2 TBP TEAD1 THADA TINAGL1 TMEM255A TNS2 TPR TSHZ1 TSPAN18 TSPOAP1 TSSK3 TWIST1 UBE2E4P UBE2Q1 UBE4B UBXN10 UFD1 VEGFA WBP2NL WDR81 WT1 XPO4 YBX2 ZEB2 ZFHX3 ZFP91 ZNF324B ZNF362 ZNF366 ZNF462 ZNF532 ZNF827 ZSCAN20 ZSWIM8 SMTTTTGT_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMTTTTGT_UNKNOWN ACLY ACVR2A ADGRF1 AKAP8 AKAP8L ALDOC AMMECR1 ANAPC15 ANKS1B APLN APP ARHGEF17 ARID4A ARL4C ARPC2 ARRDC1-AS1 ATCAY ATP5F1A ATP8B4 ATRX BACH2 BCL11A BCL6 BLOC1S1 BMPR2 BMX BTBD9 BTK C1orf122 CACNG3 CADM1 CALD1 CAMK2G CBX5 CCAR1 CCDC33 CCNJ CCR7 CD180 CD4 CDAN1 CDH19 CDK2AP1 CEP95 CHD2 CHN1 CHST14 CHTOP CILK1 CITED2 CLASP1 CLDN2 CLK1 CLK4 CNGB3 CNKSR2 CNN3 CNOT1 COLCA1 COX7B CPEB4 CPNE1 CRKL CRYGA CRYGC CSAD CSNK1A1 CTCF CTNND2 CTTNBP2NL CXCR4 CXXC4 CYP26C1 DAAM1 DAB1 DACT3 DDX17 DDX3X DDX3Y DDX5 DDX6 DHRS3 DIO3 DIP2B DLG2 DMD DMPK DOC2B DPF3 DPYSL5 DSTN DUSP4 DUSP6 EBF1 EDARADD EDEM3 EDN3 EHD1 EHF EIF4G2 ELAVL4 ELF5 EN1 ENPP2 EPB41L1 EPC1 EPN1 EPN2 ERG ESRRA ETS2 ETV1 FAM53C FBN2 FEZF2 FGF8 FGFR4 FKBP5 FLRT3 FOXN3 FOXP1 FOXP2 FRAS1 FRS2 FSBP FUS FZD5 GABRA2 GADD45G GATA2 GATM GFPT2 GGN GLDN GLRA2 GLYR1 GNAO1 GNAQ GPC3 GPM6A GPR12 GPR173 GPR21 GPR85 GPRIN3 GSE1 GSK3B H1-10 HAPSTR1 HEXIM2 HMGB1 HNRNPA1 HNRNPC HOXA2 HOXA4 HOXA5 HOXB3 HOXB5 HOXC6 HOXD11 HOXD12 HOXD4 HOXD9 HPCAL1 HS3ST4 ID2 IDH2 IGF1 IKZF2 IL11RA ILF3 ILF3-DT IP6K2 IPO11 IRAK1 ISL1 ITGB4 ITGB8 ITPK1 ITPR1 JADE1 JADE2 JARID2 JPT1 JUP KANSL1L KATNBL1 KCNH7 KCNK10 KCNN3 KCTD15 KDM2A KIF1B KIF2B KIRREL3 KIRREL3-AS3 KLF12 KLF7 KLHL4 KYAT1 LCP1 LGALSL LHX3 LHX6 LHX9 LMO1 LMO3 LMO4 LMOD1 LRMDA LRP1 LRRC4 LRRN4CL LTBP1 LUC7L2 LUC7L3 MACROH2A1 MAGED1 MAP1B MAP4K2 MAPK6 MAPKAPK2 MBNL1 MED13 MEIS2 MID1 MIR7-3HG MIR9-1HG MKRN1 MMP14 MOG MRFAP1 MSN MTSS1 MTUS1 MYO10 NDP NEUROD1 NEUROD6 NEUROG1 NF1 NF2 NFIX NHLH2 NHSL2 NIN NIPBL NLGN3 NMNAT2 NOL4L NOX4 NR4A2 NR4A3 NR6A1 NRF1 NRG1 NRXN1 NTRK2 OGFRL1 OLIG3 OMG ONECUT1 OVOL2 P4HA1 PABPC4 PANK3 PCBP2 PCDH8 PCDHA11 PCF11 PCYT1B PCYT2 PDE4D PDGFB PELI2 PHF12 PIAS1 PIEZO2 PLEKHS1 PNRC2 POU2F1 POU6F2 PP2D1 PPP1R8 PPP2R2B PREX1 PRICKLE3 PRKAG1 PROX1 PRR14L PRR34 PTGS1 PTP4A1 PURA QKI RAB10 RAB33A RBFOX1 RBM12 RBM3 RBM4B RBM5 RBMX RCOR1 RIPOR1 RNF43 RNF44 ROGDI ROR1 RRAS2 RUNX1T1 RYBP SAFB SATB2 SCG3 SCML1 SCUBE3 SEMA4C SET SFPQ SFSWAP SHH SIN3A SLC10A1 SLC12A8 SLC30A3 SLC38A1 SLC38A2 SLC3A2 SLC7A1 SLFN11 SMAD1 SMOC2 SMPD3 SOBP SOX3 SOX5 SP3 SP8 SPIN1 SPO11 SPRR4 SRGAP1 SRGAP2 SRPK2 SRRM4 SRSF2 SRSF3 SRSF5 SS18 STC1 STMN1 STX5 SYCP2L TAB2 TARDBP TCF4 TCF7 TDRD5 TFAP2D TGIF1 THUMPD2 TIAL1 TIAM1 TLK1 TMED9 TNFSF10 TPP2 TRA2B TRERF1 TRIM8 TRPM8 TTL TUBB2B UBE2S UNC5C USP2 USP44 USP49 USPL1 UTP25 VCPKMT WBP4 WNT9A XKRX YRDC YTHDF2 YWHAE YWHAG YWHAQ ZBTB11 ZBTB14 ZBTB18 ZBTB32 ZCCHC14 ZFP36L1 ZMYM2 ZMYM5 ZNF143 ZNF207 ZNF232 ZNF366 ZNF436 ZNF436-AS1 ZNF503 ZNF512 ZNF638 ZNF706 SNACANNNYSYAGA_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SNACANNNYSYAGA_UNKNOWN AAK1 AAMP AQP4 AQP4-AS1 ARID5A ATP5F1A ATXN7L2 BET1 BUB1B CALCOCO1 CBLL1 CCDC25 CHM CHPF CIAO1 CNFN CNIH2 COX14 DCAKD DCUN1D4 DMD DPM3 DTX2 DYM FAM78A FBXL9P FERD3L HACE1 HAUS1 HCFC1R1 HMBOX1 IFTAP INTS9 INVS JARID2 LARS1 MDH1 MIER3 MITF MRPL42 MSL3 MVB12A MYO1E NFXL1 NMT1 NOS3 NRDE2 NUDCD1 NUDT13 OPA3 PEX26 PLPP7 PNKD PRCC PRUNE2 PSMD4 RAB1B RARA RBM24 RBM41 RDH11 RNF10 SERTAD3 SESN2 SLC38A9 SLITRK2 SMCR8 SPEF1 STK10 TCEANC2 THOC6 TIAL1 TMEM127 TMEM132E TMEM208 TMEM59 TNFAIP8L2 TOP3A TRIP10 TSPAN2 TTLL4 UBE2H UBXN8 UTP11 WBP2 WNT9A ZBTB9 ZC3H11A ZC4H2 ZNF180 ZNF233 ZNF546 ZNF569 ZNF570 ZNF875 SOX5_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SOX5_01 ACVR2A ADRB2 ALDH1A2 AMFR ANGPT1 ANK2 ANK3 ANKRD28 APBA1 ARFGEF1 ARHGAP15 ARMCX6 ATP6V1A ATRNL1 AUTS2 B3GLCT BCL11A BMT2 BNC2 BPTF C21orf91 C5orf64 CAMK1G CASC2 CBFA2T2 CCNJ CDR2L CHM CLIP2 CNOT7 COL4A5 COL4A6 COMMD3 CPEB4 CPNE1 CSRNP2 CTNNB1 DDX6 DENND2C DENND4A DEUP1 DHRS3 DHX40 DLG2 DLX1 DNAJC17 DTNA DUSP5 DUSP6 E2F1 EBF1 EHBP1 EIF4EBP2 ELAVL2 ELAVL4 EMCN EML4 EN2 EPHB1 EPHB3 EPHB6 ERBB4 ESRRG EVA1C EXOSC2 FAM117B FAM53B FANCB FBXO11 FCGBP FGF9 FGFR2 FICD FMNL3 FOSL2 FOXB1 FOXP2 FST FSTL1 G2E3 G3BP2 GLRX5 GPC4 GRHL2 H3-3B HAPLN2 HBP1 HEPACAM2 HESX1 HHEX HHIP HOXA2 HOXA9 HOXB5 HOXC4 HS3ST1 HSD11B1 HTR3B ID1 INHBA INO80D ISL1 JAM3 KANK1 KAT6A KDM5A KERA KIF20B KLHL13 KLHL41 KRT14 LDB1 LIM2 LINC00649 LMO3 LMO4 LRCH2 LRRN1 LRRTM3 LYZ MAF MAML3 MAPK14 MAPK3 MARK1 MGAT4C MIR137HG MIR503HG MLLT6 MORC4 MOSPD2 MPPED2 MRC2 MSI2 MXI1 MYL3 MYLK MYOT NANOS1 NASP NCAM1 NDNF NECAP1 NFE2L2 NFIA NFIB NFIL3 NIPBL NMBR NOVA1 NPTX2 NR2C2 NR4A1 NRP1 NTF3 OTUB1 PAG1 PAK1 PCDH7 PCSK2 PDZRN4 PELI2 PHF21A PIM1 PITX1 PLCB1 POU3F4 POU4F1 PPM1B PPM1D PPP2R2B PPP3R2 PRDM12 PREX2 PRICKLE3 PRPF18 PRSS12 PTCH1 PTGR3 PUM1 PURA RALYL RARB RASSF2 RBBP4 RBFOX2 RBM47 RBMXL2 RCN1 RELT RERE RFTN2 RFX3 RHOB RHOBTB1 RHOV ROGDI RPL23 RREB1 RSPH9 SALL3 SATB2 SEMA3A SEMA6A SEMA6C SERINC3 SESTD1 SKAP1 SKIDA1 SLC13A1 SLC35B1 SLITRK2 SOGA1 SOX2 SOX5 SOX6 SPAG9 SPEF1 SPTAN1 SREK1 STAG2 STC1 TACSTD2 TBL1XR1 TCF12 TCF4 TFAP2B TFDP2 TIAL1 TLX3 TNKS2 TNPO3 TOB1 TP53 TPI1P2 TRERF1 TRPM6 TSC22D3 TTC17 TUBB4A TUG1 TWIST1 UBR5 UCK2 USP25 USP32 VAV3 VPS37A VSIG1 WASL WNK1 WRAP53 YPEL4 ZBED10P ZBTB18 ZBTB2 ZBTB22 ZBTB8OS ZC4H2 ZFYVE1 ZFYVE19 ZIC2 ZMYM2 ZNF362 ZNF365 ZNF385B ZNF646 ZNF668 SOX9_B1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SOX9_B1 ABCF2 ACVR2A ADRB2 AMER1 APBA1 ARF4 ARHGEF19 BASP1 BBS12 BCL11B BCL2L11 BPTF BSN C1orf21 CADM1 CADPS CASC2 CASK CBFA2T2 CCDC85B CCDC92 CCM2L CCNJ CD36 CDC42SE1 CDK8 CDKN1B CDON CELF3 CER1 CHD6 CHL1 CPNE1 CTNNB1 CYB5D1 CYRIA DAAM1 DCX DDX6 DENND2C DGKA DHX40 DLC1 DLX1 DMD DNAJA2 DOCK4 DPYSL2 DPYSL5 DTX1 DUSP6 E2F1 EBF1 EDA EFNA1 EGFLAM EHBP1 ELAVL1 ELAVL2 ELAVL4 EPHB6 ERG ERH ETV1 FAM53C FANK1 FBLN5 FBN2 FBXL19-AS1 FEN1 FGFR1 FGFR2 FLRT3 FN1 FSIP2 FST G2E3 G3BP2 GJC2 GNAO1 GRK5 HDAC9 HHEX HMGB1 HOXA10 HOXA2 HOXB7 HOXC10 HOXC6 HSPG2 HYAL2 ILF2 INHBA KAT6A KCNB2 KCNN2 KIF20B KLF3 KLF3-AS1 KLHL13 KLK3 KRT14 LARP4 LHX6 LINC01597 LRRN1 LURAP1L MAML1 MAOB MAP3K3 MAP4K4 MARCKS MARCKSL1 MAST1 MBP MEIS1 MEX3D MFAP5 MLLT11 MLLT6 MTF2 MYCT1 MYO18A MYT1 N4BP1 NAA38 NASP NAV1 NCAM1 NDP NECAP1 NEO1 NEUROD2 NEUROD6 NFIB NFIX NGFR NOL4L NR4A1 OLFM1 OTUD7B PABIR1 PAK1 PARP8 PBX1 PCBP2 PCDH12 PDE9A PDS5B PELI2 PER1 PFN2 PHC1 PICALM PLPPR1 PLSCR3 PNRC1 POLB PPP1R14D PPP1R16B PPP2R2B PRKCH PTMA PTPN12 PUM1 PYM1 RAB5A RBBP4 RBFOX2 RBM39 RCN1 RELCH RELT RERE RGS3 RHOBTB1 RLIM RREB1 RTN4 SASH1 SCD SEC24C SEMA6C SEPHS1 SH3BP1 SIX1 SKAP1 SLC13A5 SLC39A14 SLC39A9 SLIT2 SORBS2 SOX2 SOX4 SOX5 SPATS2 SPTBN1 SSBP3 STC1 STK38L SYT4 SYTL2 TAL1 TBX6 TCL1A TEAD1 TEK TFAP2B TIA1 TLE1 TLX3 TMEFF1 TMEM258 TMEM88 TNNI2 TNPO1 TOP1 TOP2A TRIB2 TRIM8 TSC22D3 TSPAN2 UBE3A USP25 VLDLR WEE1 ZBTB8OS ZDHHC9 ZFYVE1 ZIC1 ZIC2 ZIC4 ZNF277 ZNF502 ZNF646 ZNF664 ZNF668 ZNF711 ZSCAN2 SP1_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SP1_01 ACLY ADAM10 AFF4 ALOX12 ANKMY2 ARAP1 ARFIP1 ARHGEF19 ARID1A ARL3 ARPC4 ASCL2 ASIC1 ATAT1 ATXN1 B4GALT2 BAHD1 BCL11B BCL2 BCL3 BCL6 BCL6B BCL9L BDNF BHLHE41 BRMS1L BZW2 C1orf122 C1orf54 CADM1 CADM2 CAMKK1 CASQ1 CCNE1 CDC42SE1 CDCA7L CEBPE CHD6 CHST14 CITED2 CLPTM1 CLSTN1 COL12A1 COL13A1 CRYAB CSRNP2 CYP26B1 DACH1 DES DLL4 DNAH9 DNM3 DNMT3A DPAGT1 DPY30 ECE1 EDA EDN3 EGLN2 EIF5A EPN2 EPS15 FAF1 FBRS FBXL19 FBXL19-AS1 FBXW4 FEV FKBP14 FRS3 FXR2 GABARAP GAD1 GALE GAP43 GBF1 GFRA1 GGA1 GGN GGNBP2 GJB6 GLI1 GMIP GPR3 GRIN2A GRIPAP1 GSC HMGA1 HMGN2 HNRNPA2B1 HNRNPUL1 HOXA3 HPN HS2ST1 HSPB2 HYAL2 IDH3G INCA1 ING2 IRF2BP1 JADE2 JMJD6 KANK2 KCND1 KCND2 KCNE5 KCNMA1 KCNQ4 KDM2A KDM3A KIF1C KLF16 KLK8 KPNB1 LARGE2 LRP1 LRRC4 LRRC8D MAGED1 MAGED2 MAP3K6 MARCKSL1 MECOM MEX3B MLLT11 MN1 MNT MSMB MTF1 MTMR3 MTSS1 MUC1 MYADM NAGK NCOA2 NDST2 NFE2L1 NFKBIA NFYC NKX2-1 NOL4 NR2F2 NRAS NSD3 NUBP2 NXPH3 OAZ2 ODR4 OLIG2 OSBP OSBPL9 PACS1 PAK1 PALS1 PCF11 PDE4C PDIK1L PDLIM7 PEX14 PHF21A PI4KB PIAS3 PIGV PIP4K2B PKP3 PLCD1 PLEKHA8 PODN PORCN POU2F1 PPFIA2 PPP1R21 PPP2R3A PPRC1 PRICKLE4 PTCH2 PUSL1 RAB10 RANBP10 RBBP4 RDH10 REM1 RING1 RNF24 ROBO3 RPL7 SEC63 SELENOF SERINC2 SESN2 SFXN2 SIX4 SLC2A1 SLC44A1 SLC7A10 SLITRK4 SLITRK5 SMARCA1 SMG6 SNCB SP4 SPATA6 SRR SRSF7 SSR4 STMN1 SYNCRIP TADA3 TAL1 TBX2 TBX5 TCEAL1 TCF12 TIGD4 TMEFF1 TPM4 TPR TRPM4 TSNAXIP1 UBE2D3 UBE2F UBE2Z UNC13B UNC80 UST UTP18 VEGFA VEZF1 VGLL2 VLDLR WDFY2 WNT5A YRDC ZBTB8OS ZFP36 ZNF414 ZNF512 ZNF516-DT ZNF703 SP1_Q2_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SP1_Q2_01 ACE ACLY ADAM10 ADCK1 ADRB1 AGBL5 AGO1 AJUBA AKT2 ANKRD12 ANP32A APLP2 ARFIP1 ARHGEF19 ARPC4 ASB7 ASCL2 ASIC1 ATP2A2 BAD BAHD1 BCL11B BCL3 BCL6 BCL6B BCL7C BCL9L BDNF BHLHE41 BMI1 C2CD2L CACNA1A CACNA1D CADM1 CADM2 CAMK2G CAMKK1 CBLN1 CDC42SE1 CDH2 CDH24 CDH3 CDK5R1 CGGBP1 CHAT CHD6 CHKA CHPF CLDN11 CLPTM1 CLSTN1 CORO1C CPSF7 CREB1 CRY1 CRYAB CSRNP2 CTR9 CTTNBP2NL DCAF1 DCUN1D4 DDX6 DES DET1 DLX3 DNMT3A DUSP15 EFEMP2 EFNB3 EGLN2 EMSY EN1 ENAH ERBB3 ERC1 ERG ERO1B ETV5 EVI5L FAF1 FAM117B FBXL19 FBXL19-AS1 FBXO3 FBXO34 FEV FGF11 FGF12 FGF5 FLVCR2 FSTL5 FUT8 FZD2 GABARAP GAS7 GFRA1 GGA1 GGN GLI1 GPR3 GRB2 GRIN2A GSC HAP1 HCFC1R1 HCN4 HIPK1 HOXB7 HRH3 HS2ST1 HSD11B2 HSPB2 HYAL2 IGF2BP1 INA ING2 INO80 IRF2BP1 KANSL1L KCNB1 KCNIP2 KCNMA1 KCNN2 KDF1 KDM2A KLF13 KLF16 KLF7 LASP1 LDB1 LINS1 LOXL4 LYL1 LYRM1 MAP3K11 MAP4K2 MECOM MIR22HG MLLT11 MN1 MRPL49 MSANTD2 MXD4 NCOA6 NDUFA4L2 NFAT5 NFE2L1 NKX2-1 NLK NOL4 NOTCH3 NPAS4 NR2F2 NTF4 NTRK3 NUMBL NXPH3 NXPH4 OAZ2 ONECUT1 OSBP2 OSBPL9 PAK1 PAK4 PAX2 PCGF2 PDIK1L PER1 PHF20 PHF21A PHF23 PHLDA3 PHOX2A PI4KB PIAS3 PIP4K2B PITPNA POLR2I PPFIA2 PPP2R3A PPRC1 PRMT1 PTCH2 PTHLH PTPN2 PTPRJ RAB26 RAB2B RANBP10 RAP1GDS1 RBM4B RCOR2 RELA RELB RHOG RNF24 RTF1 RTN3 S1PR5 SCARF2 SDHAF2 SELENOF SESN2 SH3BP5 SIPA1 SIX4 SLC18A3 SLC35F5 SLITRK5 SMARCD1 SMG6 SNX18 SNX2 SOX2 SP3 SPAG9 SRR STARD13 SYT9 TADA3 TAL1 TBCB TBX2 TBX3 TCF12 TEF THOC6 THRA TIGD4 TIMELESS TIPRL TM9SF3 TMEM131L TMEM256 TPM4 TRIM28 TSNAXIP1 UBE2O UNC80 UPF2 UTP18 VAMP2 WDR81 WNT1 WNT5A ZFP36 ZFP91 ZNF414 ZNF687 ZNF768 SP1_Q4_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SP1_Q4_01 ABHD1 ACE ACER3 ADCK1 AGBL5 AHNAK AJUBA ALS2 ANKS1A ANP32A AP3M2 APLP2 ARHGAP36 ARHGEF1 ARRDC1-AS1 ASCL2 ASIC1 ATP2A2 BAD BCL11B BCL6B BCL7C BHLHE41 BMPR2 C11orf68 C2CD2L CACNA1A CACNA1B CACNA1D CADM1 CADM2 CAMK2G CBLN1 CCDC136 CCDC74A CCDC74B CDC25A CDC37 CDK5R1 CDKL5 CELF6 CGGBP1 CHAT CHD6 CHKA CLDN11 CNPY4 COPS5 CORO1C CPD CREB1 CRY1 CS CSNK1D CTR9 CTTNBP2NL CYP26B1 DCAF1 DCUN1D4 DDAH2 DDB1 DHH DMTF1 DRAP1 EFCAB13 ELK1 EML3 EMSY EPB41 EPHA1 ERC1 ERO1B FAM217B FBXL19-AS1 FBXO36 FEV FGF12 FIS1 FKBP14 FKBP8 FLII FNTA FOXP4 FUS GAS7 GGN GK GLTP GNA11 GNL1 GOLGA3 GPR3 GPRASP1 GRB2 GRIN2A HAP1 HCN4 HDAC6 HES7 HIPK1 HNRNPDL HOXB7 HRH3 HSPB9 HTR7 HYAL2 IGF2BP1 ING2 ING3 IQGAP1 JADE2 KANK2 KANSL1L KAT2A KCNB1 KCNC3 KCNN2 KCNQ4 KDM2A KIF16B KLC4 KLF11 KLF13 KLF2 KLHL7 L1CAM LASP1 LDB1 LHX3 LOXL4 LPCAT3 LYRM1 MACROD2 MAP3K11 MAP3K7 MAP4K2 ME3 MIEF2 MIR17HG MIR22HG MRPL2 MRPL49 MXD4 MYLIP NACC1 NASP NCOA6 NDRG1 NEFM NFAT5 NFYC NLK NPAS4 NRG2 NTF4 NUB1 NXPH3 NXPH4 OAZ2 ONECUT1 OSBPL9 PAK4 PCGF2 PDIK1L PER1 PEX14 PHF21A PHF23 PHOX2A PIAS1 PIAS3 PITPNA PLEKHA8 PLEKHB1 PLPPR2 PMM1 POU3F2 POU5F1 PPARGC1B PPP1R3D PRICKLE3 PRKRA PRMT1 PRR3 PSMC6 PTBP3 PTCH2 PTK7 PTPN2 RAB2B RAB9A RABEP2 RAP1GDS1 RBBP7 RBM4B RCOR2 RELA RHOG ROM1 RTF1 S1PR5 SENP1 SH2D3C SH3BP5 SH3KBP1 SIPA1 SLBP SLC18A3 SLC35F5 SLC46A1 SLC9A6 SMARCA5 SMARCD1 SMARCE1 SMIM19 SNAPIN SNX18 SNX2 SOX12 SOX2 SPAST SPATA6 STARD13 STMN1 SUPT6H SWAP70 SYT9 TAF11 TAF6 TAPT1 TAPT1-AS1 TCF4 TEAD2 TEF TIMELESS TIMP3 TIPRL TKFC TLCD4 TLX2 TMEM150A TMEM256 TRIM27 TRIM28 TRMT1 TRPC4AP UBE2O UGP2 UPF2 UTP18 VAMP2 VKORC1L1 WDR81 WHRN WNT2 WNT2B WWP1 ZNF282 ZNF768 SP1_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SP1_Q6 ABHD1 ACE ACER3 ACSF2 ACVR2A AGBL5 AKT2 ANKS1A ANP32A APLP2 ARHGAP36 ARHGEF1 ARRDC1-AS1 ASCL2 ASIC1 ATP2A2 BAD BCL11B BCL2L2 BCL6B BMPR2 C11orf68 C2CD2L CACNA1A CACNA1B CACNA1D CADM1 CADM2 CAMK2G CBLN1 CCDC74A CCDC74B CDC25A CDC37 CDC40 CDCA7 CDK5R1 CDKL5 CGGBP1 CHAT CHD6 CHKA CLSTN1 CNNM4 CNPY4 COPS5 CORO1C CPD CREB1 CRY1 CRYAB CSNK1D CTR9 CTTNBP2NL CYP26B1 DCAF1 DCUN1D4 DDAH2 DDB1 DMTF1 DRAP1 DYNLL1 EFCAB13 EFEMP2 ELK1 ELL EML3 EMSY EPS15 ERBB3 ERC1 ERO1B FAM217B FBXL19-AS1 FBXO36 FEV FGF12 FHIP1B FIS1 FKBP14 FKBP8 FLII FNTA GAS7 GGA1 GGN GK GLI1 GLTP GNA11 GOLGA3 GPR3 GPRASP1 GRB2 GRIN2A HAP1 HCN4 HES7 HIPK1 HOXB7 HSPB2 HSPB9 HTR7 HYAL2 IGF2BP1 ING2 INO80 IQGAP1 IRX3 JADE2 KANK2 KANSL1L KAT2A KCNB1 KCNN2 KCNQ4 KDM2A KIF16B KLF11 KLF13 KLF2 LDB1 LHX3 LOXL4 LRRC8E LYRM1 MAP2K7 MAP3K11 MAP3K7 MAP4K2 ME3 MIEF2 MIR22HG MRPL49 MXD4 MYLIP NCOA6 NDRG1 NEFM NFAT5 NFYC NLK NPAS4 NRG2 NTF4 NUB1 NXPH3 NXPH4 OAZ2 ONECUT1 OSBPL9 PAK4 PCGF2 PCIF1 PDIK1L PER1 PEX14 PHF21A PHF23 PHOX2A PIAS1 PIAS3 PIGV PITPNA PLEKHA8 PLPPR2 PMM1 POLR2I POU3F2 POU5F1 PPARGC1B PPP1R36 PPP1R3D PRICKLE3 PRKRA PRMT1 PRSS12 PSMC6 PTBP3 PTK7 PTOV1 PTPN2 PUSL1 RAB2B RAB9A RAP1GDS1 RBBP7 RBM15B RBM4B RCOR2 RELA RHBDL3 RHOG RNF24 ROM1 RPL7 RTF1 S1PR5 SH2D3C SH3BP5 SH3KBP1 SIPA1 SLBP SLC18A3 SLC35F5 SLC46A1 SLC9A6 SMARCA5 SMARCD1 SMARCE1 SMIM19 SNAPIN SNX18 SNX2 SOX12 SOX2 SPAG9 SPAST SPATA6 STARD13 STMN1 SYT9 TAF11 TAF6 TAPT1 TAPT1-AS1 TBCB TCF4 TEAD2 THRA TIMELESS TIMP3 TIPRL TKFC TLCD4 TLX2 TMEM150A TMEM256 TRIM27 TRIM28 TRPC4AP UBE2O UGP2 UPF2 UTP18 VAMP2 VKORC1L1 WASF1 WDR81 WHRN WNT2 WNT2B XRCC6 ZBTB5 ZFP91 ZFYVE16 ZNF282 ZNF414 ZNF48 ZNF524 SP1_Q6_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SP1_Q6_01 ABCC1 ACBD5 ACE ACER3 ACSF2 ADAM15 ADAM17 ADCK1 ADSS2 AGBL5 AJUBA ANKRD12 ANP32A AP5B1 APLP1 APLP2 ASCL2 ASPHD1 ATP2A2 BCL2L2 BCL7C BCL9L BRI3BP BTBD10 C11orf68 C1orf122 C1orf43 C2CD2L C2CD5 CACNA1A CADM1 CALM3 CAMK2G CBLN1 CCDC85B CDC37 CDK5R1 CHAT CHKA CLPTM1 CNNM4 COA7 CORO1C CPD CPSF7 CRY1 CSNK1D CSPG4 CTTNBP2NL CXCL12 CYP26B1 DCAF4 DDB1 DET1 DGKA DNAJC4 DRAP1 DUOX1 ECE1 EEF1DP3 EFCAB13 EFNA3 EFNB3 ELAC2 ELAVL3 ELL EML3 EMSY EPS15 EPS8L2 ERC1 ERO1B EVI5L FDX1 FGF11 FHIP1B FKBP8 FLII FOSB FRMD5 GABARAPL2 GAS7 GGN GIPC1 GLTP GOLGA3 GPR3 GRB2 HCN4 HES7 HID1 HOXC13 HSPB9 HTR7 IDH3A IGF2BP1 INPPL1 IQGAP1 IRX3 KANK2 KAT2A KAT5 KCNQ4 KICS2 KLF11 KLF2 KLF5 KTN1 LASP1 LDB1 LIMA1 LLGL2 LMNTD2 LOXL4 LRRC8E LYRM1 LZTS2 MAP2K7 MAP3K11 MAP3K6 MAP4K2 MAPK7 MARCKSL1 MAZ ME3 MIEF2 MIR22HG MYO19 MYO1C NAV1 NECTIN2 NET1 NFAT5 NFYB NLK NOTCH3 NPAS4 NTF4 NUFIP2 NXPH4 OAZ2 OTX1 PAK4 PARD6A PCGF2 PCYT2 PDIK1L PER1 PEX14 PGF PGM2L1 PHF23 PHOX2A PIAS1 PIAS3 PIGN PIGV PIGW PIP4K2B PITPNA PITPNM1 PLEKHM1 PLPPR2 POLR1G POLR2I POLR3E PPM1J PPP1R36 PRMT1 PSMC6 PTCH2 PTOV1 PTPN2 PUSL1 RAB26 RAB2B RAB35 RABEP2 RASSF7 RBFOX1 RCOR2 RELA RELB RHBDL3 RHOG RND2 ROM1 RTF1 S1PR5 SCYL1 SDHAF2 SEC24C SENP1 SEPTIN4 SERINC2 SHMT1 SIPA1 SLC18A3 SLC1A2 SLC2A1 SLC30A3 SLC35F5 SLC46A1 SLC8B1 SMARCD1 SMARCE1 SMOC1 SNAPIN SPAST SPATA6 SRSF2 ST6GALNAC3 STARD13 STMN1 SUV39H2 SYNRG SYT9 TAGLN TAGLN2 TAOK2 TBCB TCF4 TEAD2 TGFB1 TIMELESS TIPRL TKFC TLX2 TMED10 TMEM150A TMEM256 TMUB2 TRIM28 UBALD2 UBE2O UGP2 ULK1 UNC45A UPF2 VAMP2 VASP WDR81 WNT2B XPR1 YRDC ZNF48 ZNF524 ZNF768 SP3_Q3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SP3_Q3 ACADSB ADAM11 ADAMTS3 ADAMTS7 ADAMTSL4 ADGRB2 AGBL5 AGER AGO3 AHNAK ALDOC AMER1 ANKRD17 APH1A ARHGAP45 ARHGAP6 ASB7 ASCL1 ASIC3 ASPHD1 ATOSB ATP5MC1 BARHL1 BCL3 BCL6B BCL7A BDNF BMP2 BMP7 BRSK1 CACNA1G CADM2 CALM3 CASKIN2 CD248 CDAN1 CDC73 CDH3 CDK16 CDK6 CDX1 CFAP161 CHCHD7 CHD2 CHST11 CKMT1B CLSTN3 CNFN CNTFR CNTN2 CPEB3 CREB3L1 CRY1 CTDSP1 DET1 DNAJB5 DNAJC7 DNMT3A DUSP14 EED EFNB3 EIF1 EIF4G1 EML3 EMX2 ENHO EP300 EPHB1 EVA1C FAF1 FAM166A FBRS FEV FLT1 FOXN3 FOXP1 FOXP4 FRMD4A FTHL17 FUNDC1 FUT8 FXR2 FZD2 GADD45G GGNBP2 GHDC GLRA1 GRIN2A GRIN2B GRM7 GSK3B H1-0 HDAC3 HHEX HNRNPL HOXB6 HOXB8 HOXC4 HSD3B7 IKZF5 IRF2BPL IRS1 ITGB8 ITPKA JADE2 JOSD2 JUNB JUP KCMF1 KCNIP2 KCNJ11 KDELR1 KIF9 KLF14 KLF16 KLHL18 LAMA1 LAMP2 LDHB LHX2 LIN28A LINS1 LMO4 LSM14A MAGED2 MAML1 MANEAL MAP1A MAPK10 MAPRE3 MARCHF5 MARCKSL1 MEMO1 MIB1 MIP MIR17HG MORF4L2 MPL MTF2 NECTIN1 NEO1 NFATC4 NKIRAS2 NLGN2 NLK NOL4 NPR2 NR1D1 NR2E1 ODF3 OTX2 PABPC1 PABPC3 PATZ1 PBX2 PCIF1 PDIK1L PFKFB3 PHF6 PHOX2A PIM1 PLAG1 PLAGL2 PLEKHM1 PLTP PODN POFUT1 POGLUT1 POLR2A PPARD PPP2R5D PPP2R5E PRDM10 PRDM8 PRKAG1 PRKCG PRKCH PRRT3 PURA RAB11B RAB34 RAB5IF RASGRP2 RBBP7 RBM24 RBP5 RELL2 REV3L RHOG RNF112 RNF40 ROM1 RTF1 RTN4 RUNX1 SAMD8 SCN5A SCUBE3 SEC24C SH3BP5L SIAE SLC12A5 SLC4A2 SLC6A14 SMTN SP3 SPA17 SPAG7 ST8SIA4 STAG2 STAT3 STN1 TAC3 TAOK2 TBCC TCEAL9 TFE3 THAP11 TMEM125 TMEM255A TMEM256 TMEM8B TMOD4 TNNI2 TOB1 TPBG TRERF1 TSEN54 TSSK1B TTPAL UBE2O UBE2R2 USP2 VWCE WNT10A XPR1 XRN2 YWHAE ZBTB4 ZBTB9 ZDHHC14 ZFHX3 ZFX ZFY ZNF341 ZNF436 ZNF436-AS1 ZNF703 ZP1 SPZ1_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SPZ1_01 ABHD8 ACVR2A ADAMTS9 ADAMTSL1 ADNP ADRB1 AHCYL2 AKT2 AMIGO2 APH1A ASIC1 ATF3 BAZ2A BCL11A BCL7A BDNF BLOC1S3 BMAL1 CADM2 CALCOCO1 CALM2 CAMTA2 CASKIN2 CCND2 CDK5R2 CDK6 CGGBP1 CHD4 CLC CNOT4 CNTFR CPNE1 CRMP1 CTCF CUL2 CXXC4 CYLD CYTH3 DCTN1 DDX17 DEPDC4 DLG2 DLGAP4 DPYSL2 DQX1 DRC3 DSG4 EBF1 ECEL1 EFEMP2 EIF4E EIF4G1 EIF4G2 EPHB1 EPN3 EPS15 F13A1 FAM216B FBRS FGF13 FGF17 FHL3 FOS FOXJ2 FOXO4 FST FXYD4 GATA3 GDF7 GLRA1 GNAI2 GPBP1 GPM6B GREM1 GRK5 GTF2A1 HAUS3 HDAC8 HIF3A HIRA HIVEP1 HMGA1 HMGN2 HNF1B HNRNPLL HOXA10 HOXA9 HOXB1 HOXB4 HOXB6 HOXB8 HOXB9 HOXC10 HOXD9 HR HSD3B7 HTN1 HYAL2 IGF2BP1 IGF2BP3 IL17B ILF3 ILF3-DT IRX5 KCNB2 KCNC1 KCNK2 KCNK4 KCNN2 KCNV2 KPNB1 LCOR LDB1 LMO4 LRRC41 MACO1 MAGED2 MAP1A MAZ MBD6 MCUB MEIS2 MIR17HG MMP1 MOV10 MRC2 MRPL40 MRPS18B MYLK MYO1C NAB2 NCAPD3 NCDN NECAB3 NFKB2 NLK NPPA NR2F2 NSD3 NTRK3 NYAP1 ORAI1 OSBPL7 PABPC1 PABPC3 PATL1 PAX2 PAX8 PCF11 PCSK2 PGR PHF12 PICALM PIK3C2B PITPNC1 POU2F1 POU3F3 PPP1R10 PPP1R1B PPP2R5C PRKAG1 PRKCG PRRX1 PSD PTCHD1 PTMS RANBP1 RASGEF1A RBM12 RBMS3 RIMS1 RLIM S100A4 SCRT2 SEC24B SHANK1 SHH SIGIRR SIX4 SKIDA1 SLC17A7 SLC25A23 SLC44A4 SLITRK1 SMARCC1 SNRPD1 SOX10 SOX15 SOX3 SP1 SP4 SP7 SPRY4 SRCIN1 SRRM1 SSBP2 STAC2 STAG2 STK35 STK4 SUMO2 SYNCRIP SZRD1 TBC1D13 TBCC TIAM1 TMEM126B TMTC2 TNS2 TOM1L2 TPM3 TPT1 TRAPPC6A TRMT2A TSEN54 UBAP1 UBE2B UQCRH USPL1 UTP18 VCAM1 VPS26B WDTC1 WNT10A XPO1 XPO7 YTHDF2 ZBTB3 ZFP91 ZMYM2 ZMYND8 ZNF362 ZNF513 ZNF800 ZRANB1 SREBP1_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SREBP1_01 AARS1 ABR ACTMAP ADCY2 AFF4 AKAP12 ALDH6A1 ALG1 ANAPC13 APEX1 ARMCX3 ARMCX6 ARPC5 ASIC2 ASPSCR1 ATF4 ATF7IP ATP6V0D1 ATP6V1A ATP7A BAX BDNF BEX1 BEX3 BLNK BLOC1S1 C1orf43 CAMK2D CANX CBX6 CCAR1 CD164 CEP63 CHD2 CLN3 CNPPD1 COMMD3 CUL5 CUTA CYSTM1 DAZAP2 DCTN4 DIP2B DLX2 DOLK DSCAM DUSP8 DVL2 EIF4B EIF4G1 EME1 EPC1 FAM13B FEN1 FMR1 GET3 GGN GIGYF2 GLA GNB2 GPNMB GRN GSK3B GTF2H1 HIVEP1 HK2 HNRNPA3 HNRNPH2 HOXA11 HOXA2 HOXA7 HOXB5 HOXB7 HOXC11 HOXC5 HPS3 HPS5 HSPBAP1 IGF2R IRS4 JOSD1 KAT14 KAT5 KAT7 KLF12 KLHL24 KLHL28 KRTAP9-2 LAMP1 LCP1 LNPK MARCHF8 MCM2 MFSD5 MICU1 MRPL27 MTCH2 NAA50 NR1D1 NSD3 OBI1 OGDHL OSGEP OTOP2 PDCD6IP PHF20 PIAS4 PICALM PIP5K1A PKN1 POLDIP2 POLR3C PPCS PRKCE PSME3IP1 QTRT1 RAB22A RAB3A RAD9A RETREG2 RGL1 RNF115 RNF146 RNF181 RRAGC RRM2B RSPRY1 SAE1 SDF2 SEPTIN3 SET SETD2 SIRT1 SLC35A5 SLC36A1 SLC49A4 SMCR8 SNAI1 SNRPA SNX16 SNX2 SOCS2 SOX10 SPPL3 STMN1 STX6 SUPT16H SUPT6H TADA1 TCEAL1 TCEAL3 TCEAL7 TCEAL8 TMEM156 TMEM199 TMEM258 TOGARAM1 TOP3A TOPORS TRAPPC8 TRMO TRPM7 TUG1 U2AF2 UBE2B UBE4B USH1G USP31 VPS26A XPO1 ZDHHC13 ZFYVE26 ZIC3 ZMYND12 SREBP1_02 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SREBP1_02 ADGRB3 ARMH4 ATP2B2 ATXN7L1 BAZ2A BCL6B CACNA2D3 CCDC24 CD247 CD2AP CEBPB CHRM3 CORO1A CPA4 DDR1 DHRS3 DLGAP4 DPYSL2 EIF5A ELOVL5 FBRS FGF12 FOXP2 GFAP GNAS GNB2 GREM1 HOXB1 HOXB8 HS6ST2 HYAL1 IFT80 INCA1 INPP4A JUND KCP KIF1C KMT2D KMT2E KTN1 LINC03040 LOXL1 MEF2C MORF4L2 NDRG2 NF1 NOL4 NOTCH2 NOTCH2NLA NRGN NTN4 OSBPL7 PACSIN3 PATL1 PDP2 PHOX2B PLA2G3 PLAG1 POU2AF1 POU4F2 PRKD2 PTCHD1 PTMA RAB33A RARA RBP3 RCOR2 RHOG SEH1L SEZ6 SHISA6 SIK3 SMC4 SPI1 SREBF2 SSTR3 STX4 TAOK1 TEX2 TOM1L1 UBE2B UNC13D WDR13 XRCC6 YWHAE ZFP36L1 ZFYVE1 ZNF532 SREBP1_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SREBP1_Q6 AAMDC ABCG4 ACTC1 ADGRL1 ADGRL3 AGER ANP32A ANXA9 AP1G2 ARFIP2 ARHGAP30 ARHGDIB ARMC12 ATE1 ATP6V0C ATP6V1A ATXN7L1 ATXN7L2 B4GALT2 BAZ2A BCL6B C3orf62 CACNA1D CACNB1 CASZ1 CAVIN1 CCDC140 CDC42EP4 CDK2AP1 CEBPB CLASP1 CLDN5 CLIC1 CLSTN3 CNIH2 CORO1A CRLF1 DALRD3 DCAKD DCTN1 DDR1 DDX17 DDX6 DHH DHX58 DLG2 DLGAP4 DLK1 DNMT3B DPYSL2 DSG4 DTX1 DUSP8 DYRK1A EFCAB2 EIF4G2 EMP1 EMX2 EN1 ENO2 EPO ERC1 ERF ESR1 ETV5 EVX1 FABP6 FADS3 FBRS FBXO24 FCHSD2 FLNC FOXP4 FXYD1 GAP43 GARIN4 GFAP GNAO1 GNAS GNL3LP1 GPR85 GREM1 GRIA1 GRID2 GRWD1 GUCA2B HIF1A HNF1A HNF1B HOXA11 HOXA3 HOXB2 HOXC11 HOXC4 HOXD10 HSPA9 HSPG2 HYAL1 IGF2BP1 IMMT IMPDH2 INPP4A INTS9 IRF2BPL ITPR3 JADE2 JUP KCNK10 KCNK7 KCNMB1 KCNN3 KIF1B KLF12 KLK13 KMT2A KMT2E KPNB1 KRT17 LASP1 LBX1 LDLR LEFTY1 LIN28A LINC03040 LMX1A LRCH4 LRP8 LRRN1 MACF1 MACROH2A1 MAML3 MAP1A MAPKAPK3 MEOX2 MEX3B MMP14 MRPS18B MSI1 MT4 MTMR3 MYH10 MYL11 MYL6 NAA50 NBEA NDRG2 NDUFAF3 NECAP1 NECTIN1 NEUROD2 NF1 NFAT5 NFATC4 NFIX NMT1 NOL4L NR1D1 NRGN NSF NTRK3 NUFIP2 PACSIN3 PAX3 PCF11 PDCD10 PDE5A PDGFB PDP2 PDXP PEX16 PHLDB3 PIAS1 PKP3 PLA2G3 PLCB3 POU4F2 PPP1R10 PRKD2 PRRT2 PSD PTK2B RAB10 RAB30 RARG RBFOX1 RBP5 RBX1 RCOR2 REL RHEBL1 RHOA RHOG RNF112 RPRD1A RPS10 RSF1 SALL1 SERPINI1 SHKBP1 SIK2 SIPA1L2 SIX4 SLC24A1 SLC25A37 SLC2A4 SLC39A14 SLC4A1 SLC4A10 SLCO3A1 SLIT3 SMTN SORBS1 SOX12 SPEM1 SPI1 SRCIN1 SREBF2 SRRM4 SSBP2 STAT6 STX1A STX4 SYNPO2L SYTL2 TAOK1 TBCC TEAD2 TFAP2B TGFB1I1 TIMM10B TIMP4 TMEM119 TNS1 TRAF4 TRERF1 TYRO3 UBQLNL YWHAQ ZBTB18 ZBTB7B ZBTB9 ZFP36L1 ZFYVE1 ZIC4 ZNF296 ZNF532 ZNF593 SREBP_Q3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SREBP_Q3 AAMDC ADCY4 ADD3 ADORA1 ADRA1B AGER AMHR2 ANKS1B AP5B1 APBB3 APP ARFGAP2 ARFGEF1 ARHGAP30 ATP6V0C BAZ2A BCL11A BCL6 BLCAP C12orf57 C1QTNF7 C3orf62 CA3 CACNA1A CACNA1D CCDC106 CDKL3 CEBPB CEND1 CFAP65 CHN2 CLC CLSTN3 COL2A1 COLQ DALRD3 DCTN1 DDX17 DDX6 DHH DLG2 DLK2 DNAJB5 DNAJC1 DNMT3B DPT DPYSL2 DSG1 DSG3 DTX1 DYNC1LI1 E2F1 EHBP1 EIF1B EIF4G2 EIF5B ELOVL5 EMX2 EN1 ETV5 EYA3 FADS3 FAM83H FBRS FBXO24 FCHSD2 FNBP1 FOXRED1 FXYD1 GADD45G GAP43 GARIN4 GAST GATA1 GFAP GFRA3 GGNBP2 GJB1 GNAO1 GNB2 GREM1 GRHL2 GRID2 GRM6 GRN GSE1 GUCA2B HBEGF HCN4 HCRTR1 HDX HID1 HIF1A HIPK1 HOXA10 HOXB2 HOXB4 HOXC11 HOXC4 HOXD10 HSPA9 HSPG2 HYAL1 IDH1 IER5L IGF2BP3 INPP4A IP6K2 IRF9 ITPR3 ITPRIPL1 IVNS1ABP JADE2 JAKMIP2 KANK2 KCNJ1 KCNMB1 KCTD15 KLF12 KLK13 KMT2E KPNB1 KRT17 KRT78 LBX1 LDLR LGI3 LHX1 LINC03040 LONRF3 LRCH4 LRP8 LUM MAF MAN2B1 MAP1A MAP2K5 MEX3B MEX3D MID1 MIR137HG MLLT6 MRPS18B MST1 MTF1 MYL11 MYOG NDUFAF3 NDUFS8 NECAP1 NECTIN1 NEUROD2 NFATC4 NFE2L3 NIPBL NOTCH2 NOTCH2NLA NRGN NSRP1 NT5C3A NTRK3 NUDCD1 NUFIP2 OSM OTX2 PAMR1 PAX2 PAX7 PCF11 PDCD10 PDGFRB PDP2 PDZD4 PEG3 PHF12 PLA2G3 PLCB3 POU4F2 PPM1E PPP1R10 PPP1R1B PRELP PRKACA PRKAG1 PROKR1 PTHLH QRICH1 RAB10 RAB30 RAB33A RAP1GAP2 RBM24 RBP5 RCOR2 REEP1 REV3L RHOA RNF123 RSF1 SAP130 SEMA3B SERPINI1 SET SH3KBP1 SHKBP1 SIK2 SIPA1 SKIDA1 SLC35A4 SLC35G3 SLC38A5 SLC6A4 SLC7A11 SLITRK3 SMARCA1 SPI1 SRCIN1 SREBF2 SRPRA ST7 STAC3 STX4 SV2B SYTL2 TBCC TEAD2 TENT4B TEX2 TLX3 TMEM119 TMEM132E TMEM132E-DT TMEM86B TNFRSF19 TNNI1 TNNI2 TNNT2 TRIM63 TTC16 TXNDC9 UBE3A UBXN10 VCPIP1 VEZF1 VPREB3 VSIG1 WDR13 WFIKKN2 YWHAQ ZBTB18 ZFP36L1 ZIC2 ZIC4 ZIM2 ZNF202 ZNF532 ZNF710 ZNF711 SRF_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SRF_01 ACTG2 ACTN1 ACTR3 ANXA6 ASB2 CA3 CALD1 CAP1 CD248 CFL1 CNN2 DIXDC1 EGR1 EGR2 EGR3 EGR4 FLNA FOS FOSB FOSL1 GPR20 HOXB4 IER2 IGF2-AS IL17B IRAG1 ITGB1BP2 JUNB KCNMB1 MUS81 MYH11 MYL6 NPAS4 PFN1 PHOX2B PLCB3 PRM1 PRUNE2 SCOC SETD2 SLC25A4 STX10 SUSD1 TAFAZZIN TGFB1I1 THBS1 TNMD TNNC1 TPM1 VCL WDR1 SRF_C https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SRF_C AAK1 AAMDC AARSD1 ABL1 ACTA1 ACTB ACTC1 ACTG2 ACTN1 ACTR3 ACVR1 ADGRG4 AKAP12 ANAPC15 ANXA6 AOC3 ARHGAP1 ARPC4 ASB2 ASPA BCAS3 CA3 CACNA1B CALD1 CAP1 CCN1 CD248 CDC14A CFL1 CFL2 CKM CLEC18C CNN1 CNN2 COL1A2 COL8A1 CRK CTNND1 DACT3 DAPK3 DCUN1D3 DEFB129 DIXDC1 DLL1 DMD DMPK DNAJB4 DSTN DUSP10 DUSP2 DUSP5 DUSP6 DVL3 EFHD1 EGR1 EGR2 EGR3 EGR4 ELAVL4 EMILIN2 EML4 ERBIN EVA1C FAM53C FBXL22 FGFRL1 FHL2 FLNA FOS FOSB FOSL1 FOXE3 FOXP1 FOXP2 G3BP2 GADD45G GFPT2 GGN GPR20 GRK6 HAPSTR1 HERC1 HNF1B HOXA3 HOXA5 HOXB4 HOXB5 HOXD10 IER2 IGF2-AS IL17B IRAG1 ITGA7 ITGB1BP2 ITGB6 JPH2 JUNB KALRN KCNK3 KCNMB1 KCTD15 KLF6 KRTCAP2 LCP1 LDB3 LIN28A LMCD1 LPP LRP5 LTBP1 LYRM1 MANEAL MAP1A MAP3K20 MAPK14 MATR3 MBNL1 MCAM MEIS1 MIR22HG MITF MRGPRF MUS81 MYH11 MYL6 MYL7 MYL9 MYLK MYO18B MYO1B MYO1E NKX2-1 NKX2-2 NKX6-2 NPAS2 NPAS4 NR2F1 NR2F2 NR4A1 OSM PADI2 PAN2 PATL1 PDLIM4 PDLIM5 PDLIM7 PFN1 PHF12 PLCB3 PLN PNKP POPDC2 POU3F4 PPP1R12A PPP2R3A PRKAB2 PRM1 PRR14L PRUNE2 PTCH1 RAB30 RASD2 RASSF2 RBBP7 RGS3 RHOJ RNF39 ROCK2 RRM1 RSF1 RSU1 RUNDC1 SCOC SETD2 SIPA1 SLC25A4 SLC2A4 SLC7A1 SPAG7 SRD5A2 SRF SSH3 STARD13 STAT5B STX10 SUN2 SUSD1 SYNCRIP SYT9 TADA3 TAFAZZIN TAGLN TANK TFAP2D TGFB1I1 THBS1 TLE3 TMEM47 TNNC1 TOP1 TPM3 TRIM46 TRIM55 TSPAN2 TUFT1 UNC45B VCL WDR81 XK YRDC YWHAZ ZEB2 ZNF408 ZNF513 ZNF644 SRF_Q4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SRF_Q4 AAMDC AARSD1 ABR ACTA1 ACTB ACTC1 ACTG2 ACTN1 ADAMTSL1 ADGRG4 AGRP AKAP12 AKIRIN2 ANXA6 ARHGEF17 ARPC4 ASPA ASPH ATRX BEST3 BLOC1S1 BNC2 C8orf17 CACNA1B CALD1 CALN1 CAVIN2 CCN2 CDKN1B CFL1 CFL2 CHD2 CHMP2B CITED2 CKM CNN1 COL23A1 CRH CSRP1 CUTA CX3CL1 DCUN1D3 DDX17 DGKG DIXDC1 DLG2 DLL1 DMD DSTN DUSP2 DUSP5 DUSP6 DVL3 EDN1 EEF1B2 EFHD1 EGR1 EGR2 EGR3 EGR4 ELAVL4 ELF4 EMILIN2 EML4 ERBIN ESRRA EVA1C FAM53C FGF17 FGF8 FGFRL1 FLNA FOS FOSB FOXE3 FOXP1 FOXP2 FST G3BP2 GAB2 GADD45G GPR20 GRHL3 GRK6 H2AX HERC1 HOXA3 HOXA5 HOXB4 HOXB5 HOXC5 HOXD10 HTN1 IER2 IFRD1 IGF2-AS IL17B INSM1 IP6K1 ITGB1BP2 JPH2 JUNB KBTBD12 KCNA1 KCNJ13 KCNK3 KCNMB1 KDM3A KIZ KLF6 KLHL3 KRT17 KRTCAP2 LPP LRRTM4 LYRM1 MAP1A MAP2K6 MAP3K20 MAPK14 MAPKAPK2 MBNL1 MCL1 MED13 MEIS2 MID1 MMP14 MRGPRF MSX1 MUS81 MYH11 MYL1 MYL11 MYL6 MYL7 MYL9 MYLK MYO1B MYO1E NCOA6 NKX2-2 NLGN3 NPAS2 NPAS4 NPM3 NPPA NPR3 NR2F1 NR2F2 NR4A1 NUAK1 PADI2 PDLIM5 PFN1 PHF12 PLCB3 PLPP3 PODN POU3F4 PPARG PPP1R12A PPP2R3A PRDM11 PRM1 PRMT3 PRR14L PRUNE2 PTCH1 RAB30 RARB RASD2 RASSF2 RBBP7 RERE RHOJ RIMS1 ROCK2 RSF1 RSU1 RUNDC1 SCOC SCUBE3 SERPINH1 SERTAD4 SGK1 SH3BGR SHF SLC25A4 SLC35A2 SLC4A3 SND1 SORT1 SRD5A2 SRF SRP54 STAG2 STAT5B STX10 SVIL TADA3 TAF5L TAFAZZIN TAGLN TANK TBL1X TBL1Y TFAP2D TGFB1I1 TGIF1 THBS1 TLCD4 TLE3 TMEM47 TMEM92 TMOD1 TNMD TNNC1 TPM1 TPM2 TPM3 TRIM46 VASP VCL VGF XK YBX3 YRDC ZNF485 ZNF513 ZNF644 SRF_Q5_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SRF_Q5_01 AAMDC AARSD1 ABCA1 ABR ACTA1 ACTB ACTC1 ACTG2 ACTN1 ACTR3 ADAMTSL1 ADGRG4 AKIRIN2 ANXA6 ARF6 ARPC4 ASB2 ASPA ASXL2 ATF3 ATF4 BLOC1S1 BNC2 CA3 CACNA1B CALD1 CALN1 CASQ1 CAVIN2 CD248 CDC25B CDKN1B CFL1 CFL2 CHD2 CHST8 CIPC CITED2 CKM CNN1 CNN2 COL1A1 COL23A1 CORO1C COX14 CRH CSRP1 CTNND1 CXCL5 CXCL6 DGKG DIXDC1 DLL1 DSTN DUSP10 DUSP5 DVL3 EEF1B2 EFHD1 EGR1 EGR2 EGR3 ELAVL4 EMILIN2 EML4 ERBIN EVA1C FAM131B FAM53C FGF17 FGF7 FGF8 FGFRL1 FLNA FLNC FOS FOSB FOXE3 FOXO4 FOXP1 FOXP2 G3BP2 GADD45G GGN GPBP1 GPR162 GPR20 GRK6 H2AX H3-3A HAPSTR1 HOXB4 HOXB5 HOXC4 HOXC5 HOXD10 HTN1 IER2 IGF2-AS IL17B ITGB1BP2 ITGB6 ITGB8 JUNB KCNA1 KCNH2 KCNK3 KDM3A KLF6 KRTCAP2 LCP1 LDB1 LIX1L LPP LRRFIP1 LRRTM4 MAP1A MAP2K6 MAP3K20 MAPK14 MAPKAPK2 MBNL1 MED13 MID1 MITF MLIP MRGPRF MRPS21 MUS81 MYADM MYADML MYH11 MYL11 MYL6 MYL7 MYL9 MYLK MYO1E NFATC4 NKX2-2 NOB1 NPAS2 NPAS4 NPPA NPR3 NR2F1 NR2F2 NRAS NRXN3 OTX1 PADI2 PCDH7 PDLIM5 PDLIM7 PELI2 PFN1 PHF12 PICALM PLCB3 PLN PLPP3 PODN PPARG PPP1R12A PPP2R3A PRKAB2 PRM1 PRMT3 PRR14L PRUNE2 PTCH1 RAI2 RARB RASSF2 RBBP7 RERE RHOJ RIMS1 RSF1 RSU1 RUNDC1 SCOC SERTAD4 SGK1 SHF SLC16A6 SLC25A4 SLC2A4 SLC4A3 SRD5A2 SRF STARD13 STAT5B STX10 SUN2 SUSD1 SVIL TADA3 TAF5L TAFAZZIN TAGLN TANK TFAP2D TGFB1I1 THBS1 TIMP3 TLE3 TMEM126A TMEM47 TNMD TPM2 TPM3 TRDN TRIM3 TRIM46 UBE2H VASP VCL WNT3 XK YBX3 ZBTB18 ZNF485 ZNF513 ZNF644 SRF_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SRF_Q6 AAMDC AARSD1 ABL1 ABR ACAA2 ACKR1 ACTA1 ACTB ACTC1 ACTG2 ACTN1 ACTR3 ADAMTS12 ADGRG4 AGL AKIRIN2 ALG10 ANXA6 AQP2 ARPC4 ASPH ATF4 ATP1A2 BDNF BLOC1S1 CABP1 CACNA1B CALD1 CAVIN2 CD248 CDKN1B CFL1 CFL2 CHD6 CITED2 CKM CNN1 CNN2 CNTF COL1A1 COL1A2 CORO1C CSMD3 CSNK1E CTDSP1 CX3CL1 DCUN1D3 DGKG DHH DIXDC1 DMD DMPK DUSP10 DUSP2 DUSP5 DVL3 EFHD1 EGR1 EGR2 EGR3 ELAVL4 EMILIN2 EML4 EPB41L4B EPHB1 EVA1C FAM53C FAM83H FBXL22 FGF8 FGFRL1 FLAD1 FLNA FOS FOSB FOSL1 FOXE3 FOXP1 FOXP2 FOXP3 FST G3BP2 GADD45G GNG8 GPR158 GPR20 GRK6 H2AX H3-3A H4C9 HAPSTR1 HERC1 HIVEP3 HOXA1 HOXA3 HOXA5 HOXB4 HOXB5 HOXC5 HOXD10 HOXD13 IGF1 IGF2-AS IL17B INSM1 ITGA7 ITGB1BP2 JPH2 JUNB KBTBD12 KCNA1 KCNK3 KCNMB1 KDM3A KIF1B KLF6 KRT17 KRTCAP2 LDB3 LDHA LDLRAD4 LINC00311 LPP LRP5 LRRFIP1 LRRTM4 LSP1 LYRM1 MAP1A MAP2K6 MAP3K20 MAPKAPK2 MATR3 MBNL1 MRGPRF MSRB1 MSX1 MUS81 MYADM MYH11 MYL1 MYL6 MYL7 MYL9 MYLK MYO18B MYO1E NAV1 NFATC4 NKX2-1 NKX2-2 NKX6-1 NNAT NOL4 NPAS2 NPAS4 NPM3 NPPA NPR3 NR2F1 NR2F2 NR4A1 ORAI3 PADI2 PCDH7 PDLIM3 PDLIM4 PDLIM5 PDLIM7 PFN1 PHF12 PICALM PITPNA PLCB3 PLN PLPP3 PODN POU3F4 PPARG PPP1R12A PPP2R3A PRDM1 PRELP PRKAB2 PRM1 PRMT3 PRR14L PRUNE2 PTCH1 RAB27A RAI2 RAP1A RARB RASD2 RASSF2 RBBP7 RERE RHOJ RIMS1 ROCK2 RRM1 RSF1 RSU1 RUNDC1 SCN3B SCOC SETD2 SIN3A SIPA1 SIX2 SLC25A4 SLC4A3 SLC7A1 SP7 SRD5A2 SRF STARD13 STAT5B STX10 SUN2 SUSD1 SVIL SYNCRIP TADA3 TAFAZZIN TAGLN TES TFAP2D TGFB1I1 THBS1 TLE3 TMEM126A TMEM47 TNMD TNNC1 TPM2 TPM3 TRAF3IP2 TRDN TRIM46 TRIM55 UBE2D3 VCL WNT5A ZEB1 ZNF408 ZNF513 ZNF644 SRY_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SRY_01 ABLIM1 AKR1A1 AKR1E2 ANAPC15 ANGEL2 ANK3 ANKS1B ARID4B ASCL2 ATF7 ATF7IP ATP1A4 ATP2A2 ATXN7L2 B3GALT2 BAMBI BARHL2 BCL9 BEND5 C12orf50 C1orf112 C1orf21 C1orf43 CA14 CACNA1E CADM1 CCDC89 CCN1 CDK17 CDKN1C CDKN2C CHTOP CKAP4 CLC CLEC1B CLEC4D CLSTN1 CPEB3 CREBL2 CRTC2 CRY2 CSAD CSDE1 CTNNA3 CTSK CTTNBP2NL CYP26A1 DAB1 DCHS1 DDIT4 DDX6 DEDD DEPDC7 DFFB DHRS3 DLG2 DNAJC22 DPYSL4 DUSP6 EFNA1 EFNA4 EGR2 EHF EIF4G2 ELAVL4 ELF5 EMSY EMX2 ENTPD1 ESRRG F11R FAM107B FAM53B FAM76A FCHSD2 FKBP2 GAB2 GABARAPL1 GFRA1 GGPS1 GLB1L3 GNL2 GRIN2B GRK5 H3-3A HABP2 HECTD2 HLX HMGN2 HOXC4 HOXC6 HOXC8 HTR3B ING4 INSRR JAML JMJD1C KCNA1 KCNQ1DN KIRREL1 KMT2A LALBA LAMC2 LBX1 LDB1 LEMD1 LGI1 LHX9 LINC01465 LMO3 LRP5 LRP6 LRRN4CL LYST MAB21L3 MACO1 MAGI3 MAML2 MARCHF5 MARCKSL1 MED8 METTL18 MGAT4C MORN4 MPZ MPZL2 MSRB3 MTX1 MXI1 MXRA8 NABP2 NAV3 NBL1 NCAM1 NECTIN1 NFIA NMNAT2 NOS1AP NOX4 NRAS NTS OPCML OTUD7B PALMD PAMR1 PAX6 PCF11 PDCD4 PDE3B PDE6C PDZRN4 PHF21A PIK3C2A PIK3CD PLEKHA5 PLEKHS1 PLPP3 PLXDC2 PLXNA2 PNLIPRP2 PNPLA2 PRKAG1 PRMT3 PRMT6 PRRX1 RAB6A RALGPS2 RASSF8 RBM4 RBM8A RBP3 RFX4 RNF214 RNF220 RPUSD4 S1PR1 SELENBP1 SEMA4G SESN2 SGIP1 SH3D21 SH3GLB1 SKIDA1 SLC25A34 SLC26A9 SLC38A4 SORBS1 SORL1 SORT1 SOX5 SOX6 SP1 SPINDOC SPON1 SRGN ST6GALNAC5 ST8SIA1 STMN1 SZT2 TAL1 TBX5 TCF7L2 TCP11L2 TDRD5 TEAD1 TEAD4 THBS3 TM9SF3 TMEM50A TNKS2 TOR1AIP2 TPH2 TRIM8 TSEN15 USF1 USP44 VDR WBP1L YBX1 YPEL4 ZBED5 ZBTB18 ZBTB37 ZNF362 ZNF436 ZNF436-AS1 ZNF644 ZZZ3 SRY_02 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SRY_02 ABCA6 ACVR2A ADGRF1 ADGRL2 ALDH1A2 ANAPC15 ANGPT1 AP1G2 AP4M1 APBA1 ARHGAP15 ATXN1 B3GALT2 BAMBI BNC2 C21orf91 C5orf64 CACNA1E CADM1 CAMK1G CASC2 CBFA2T2 CCDC92 CCNJ CD36 CDC42EP3 CDH9 CFL2 CHD1 CHN1 CILK1 CLDN18 CLIP2 COMMD3 CPNE1 CREBRF CRH CSNK1A1L CSRNP2 CSRNP3 CTLA4 CTNNB1 CTTNBP2NL CXCL17 DCHS1 DDX6 DHRS3 DHX40 DIP2B DLG2 DLL1 DTNA DUSP5 DUSP6 E2F1 EBF1 EBF2 EIF4G2 ELAVL2 ELAVL4 EMCN EN2 EPHA7 ESRRG FAM53B FBN2 FGF9 FGFR2 FN1 FOXB1 FOXO4 FOXP2 FSBP FST G3BP2 GATA2 GNAO1 GNAQ GRAP HESX1 HEY1 HLX HNF1A HOXB5 HOXC4 HOXD10 HS3ST1 HSD11B1 IFIH1 IKZF2 IL25 IL5RA INHBA JADE3 KANSL1L KAT14 KAT6A KBTBD2 KCNN2 KERA KLF3 KLF3-AS1 KLF7 KLHL13 KLHL41 KRT13 KYAT1 LDB1 LEMD1 LINC01465 LMO4 LRCH2 LRP1 LRP5 LRRN1 LYST MAB21L1 MACROH2A1 MAGI3 MAML1 MAML3 MAP1B MBNL2 MCM7 MDGA1 MED8 MGAT4C MID2 MITF MLLT3 MOBP MRC2 MSI2 MXI1 MYLK MYO18A NANOS1 NDNF NDP NECAP1 NFE2L1 NFIA NFIB NFIX NFKBIE NIPBL NKX2-2 NPVF NR3C2 NR4A1 NR4A3 NREP NRN1L NRP1 NSF NTF3 NUDT11 OLFM1 OLFML3 OPCML PAK1 PAK3 PALS2 PCF11 PDZRN4 PELI2 PHF21A PIAS1 PIK3CG PIK3R1 PLEKHA5 POU3F4 POU4F1 PPM1D PPP2R2B PREX2 PRKAG1 PSMA8 PTGFRN PTGR3 PTN PUM1 PURA QKI RAPGEF5 RBBP4 RBFOX1 RBFOX2 RBM8A RCN1 RELT RHOBTB1 RNF43 RTL9 SALL3 SATB1 SCRT2 SEMA6C SGIP1 SIX4 SLC12A8 SLC13A1 SLC26A9 SLC7A1 SLITRK2 SMAD3 SOGA1 SOX2 SOX5 SOX6 SP8 SREK1 SRSF7 STAG2 STC1 SZT2 TACSTD2 TBX5 TBX6 TCF15 TCF4 TECTA TFAP2B TFAP4 TGFB3 TIAL1 TIAM1 TMEM179 TMEM196 TMEM50A TNFRSF19 TNRC6A TSC22D3 UBR5 UCK2 ULK1 USP32 VCPKMT WASL XKRX YWHAG ZBED10P ZBED5 ZBTB22 ZBTB37 ZBTB8OS ZC3H6 ZEB2 ZFYVE1 ZIC2 ZMYM2 ZNF362 ZNF385B ZNF436 ZNF436-AS1 ZNF646 ZNF664 ZNF668 ZNF711 STAT1_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STAT1_01 ANKS1A APBA1 ARF3 ARHGAP8 ARPC1A ASXL1 BCL6 BRD2 BTBD1 CCDC85B CD40LG CEP164 CEP44 CISH CPSF7 CREBRF DRC7 EIF2B4 FBXO8 GABPB2 GABRA1 GEN1 GOLT1B GREM1 GSK3A HNRNPR IFT43 IFTAP JAK3 LIN28A LIX1 LRP5 MUC1 NSD3 PARN PASK PCDH1 POLR2M PPP1R7 PTHLH RAB10 RELA SCAMP3 SDC1 SDHAF2 SEC14L2 SERPING1 SET SLC38A5 SLC6A14 SMC6 SNCB SSBP4 STX12 TCEA2 TCEAL1 TDG TMEM95 TNIP2 TNPO3 TPI1P2 TRAF4 TXN2 UBR1 VPS53 WNT10A ZFPM1 ZNF235 ZNF446 STAT1_02 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STAT1_02 ADAM22 ADAP2 AGL AJUBA AKIRIN2 ALKBH8 AMTN APBA3 ARHGAP9 ARHGEF15 ARMCX6 ARPC1B BABAM1 BCLAF1 BDNF BET1 C4BPA CAB39 CALHM1 CAMKMT CAP1 CASK CBX3 CCND1 CCNI CCR4 CD9 CDK6 CHMP2A CHRM1 CKS1B CNKSR2 CNTN6 COQ8B COX7B COX8A CPT2 CRK CS CSNK1A1 CSRNP2 CTDSPL2 CTTNBP2NL DCAF1 DDA1 DDOST DDX25 DDX47 DHH DLL1 DLX1 DNAJA2 DNAJC5G DRC7 DTX2 E2F3 EIF2B4 EIF2S3 EIF4G1 ELAVL2 ENOX2 ENTR1 EP300 EPHA1 EPHB2 ERF ERG EXTL3 FAM20B FBRS FBXO11 FEM1A FOXA3 FOXG1 FTSJ1 GABPB2 GABRA1 GATA3 GDF7 GFI1 GFUS GLA GNAI3 GNL2 GPATCH2L GRIA1 GRIN2B GSK3A GSPT1 H1-0 HDAC9 HHEX HIVEP3 HMBOX1 HNRNPA2B1 HNRNPH2 HNRNPK HOXB2 HOXB6 HOXC4 HSD11B1L HSD17B4 HSPD1 HSPE1 IFTAP IKZF4 IL23A INTS3 INTS9 ISG20L2 ITM2C ITPKC JADE2 KLHL17 KLK9 LIN28A LINC00474 LINC00955 LIX1 LRFN4 LRP5 LRRC41 LYSMD1 LZIC MAP3K8 MARS1 MED15 METTL25B MEX3B MICOS13 MID2 MINDY1 MON1A MORF4L2 MPI MRPL34 MRPL50 MRPL54 MTF1 MTFR1L MYH10 NASP NDP NKX2-8 NMNAT1 NOC2L NR6A1 NRAS NRGN NSD3 NTRK3 NUCB1 NUDCD1 NXPH4 ODF1 OR1A1 PABPN1 PATJ PAX6 PCDHGB5 PCED1B PCF11 PCYT2 PDE4D PDE6D PI4KB PIGC PIK3CD PLAC1 PLPP7 POC1A POGZ POLR1B PPP2CB PPP2R2C PRAF2 PREPL PRKACA PRKACB PRPF19 PRPF38B PRR11 PRTN3 PSMC3 PUS3 PYY RAB2A RAB8B RCOR2 RDH11 RELA RGS17 RMI1 RNF220 RPL28 SCNM1 SDHC SEC14L2 SEMA4B SET SF3B4 SH2B3 SHC1 SHKBP1 SIKE1 SKA2 SKP2 SLC30A3 SLC9A1 SLITRK3 SMPD3 SNX17 SNX9 SOX4 SPTLC2 SREK1 SRSF2 SRSF4 STC1 STX16 STX6 SYMPK SYNE1 SZT2 TCERG1 TIMM17A TJAP1 TLK2 TMCO1 TMED5 TMEM187 TTC1 TXNDC12 UBE2N UBL3 UBR4 UFC1 UHMK1 UQCRH USF1 VAX1 VEZF1 VGF VPS41 WBP1L WWOX ZAP70 ZBTB41 ZFP2 ZMPSTE24 ZNF189 ZNF385A ZNF420 ZNF471 ZNF546 ZNF568 ZNF569 ZNF570 ZNF571 ZNF582 ZNFX1 ZRANB2 ZSCAN20 STAT1_03 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STAT1_03 ADAM22 ADAP2 AFP AJUBA AKIRIN2 ALKBH8 AMTN APBA3 APPL1 ARHGAP9 ARHGEF15 ARL4C ARL6IP5 ARMC8 ARPC1B BABAM1 BCLAF1 BDNF BET1 BRCA1 BRINP3 C4BPA CAB39 CALHM1 CAMKMT CBX3 CCND1 CCNI CCR4 CD9 CDK6 CHD4 CHMP2A CHRM1 CLDN5 CNTN6 COL16A1 COQ8B COX8A CREBRF CRK CS CSNK1A1 CSRNP2 CTDSPL2 DCAF1 DDA1 DDR1 DDX25 DDX47 DHH DIP2B DLL1 DLX1 DMD DNAJA2 DNAJC5G DOCK3 DRC7 DTX2 E2F3 EGF EHBP1 EIF2B4 EIF4G1 ELOVL6 EN1 EP300 EPHA1 EPHB2 ERF ERG EXTL3 FAM20B FBRS FBXO11 FBXW11 FEM1A FITM1 FOXA3 FOXG1 GABRA1 GADD45B GALK2 GALR3 GATA3 GDF7 GFI1 GNB3 GNG4 GPATCH2L GRIA1 GRIK1 GRIN2B GRK5 GSK3A GSPT1 H1-0 HDAC9 HHEX HIVEP3 HMBOX1 HNRNPA2B1 HOXB2 HOXB6 HOXC4 HSD11B1L HSD17B4 HSPD1 HSPE1 IFTAP IGFALS IKZF4 IL23A INO80D INTS9 IRF1 ITM2C ITPKC JADE2 KLK9 LINC00955 LIX1 LRFN4 LRP5 LYSMD1 LYVE1 MAG MAP3K8 MARS1 MED15 MEX3B MICOS13 MIR137HG MIR17HG MON1A MPI MRPL34 MRPL54 MYH10 NBR2 NCOA3 NFKBIZ NHLH2 NKX2-8 NLK NRG1 NRGN NSD3 NTRK3 NUCB1 NUDCD1 NXPH4 ODF1 OLFM4 OR1A1 PABPN1 PAX6 PCDHGB5 PCED1B PCF11 PCYT2 PDE4D PDE6D PI4KB PIK3CD PLCB2 POC1A POLR1B POMC PPP1R9B PPP2CB PPP2R2C PREPL PRKACA PRPF19 PRPF38B PRR11 PSMC3 PUS3 PYY RAB2A RAB8B RAPH1 RBM4B RCOR2 RDH11 RELA RGS17 RHOG RNF220 RPL28 RPS27 RTL9 SALL1 SCN2B SCNM1 SEC14L2 SEMA4B SH2B3 SHKBP1 SIN3A SKA2 SKP2 SLAMF1 SLC26A10P SLC30A3 SLC9A1 SLITRK3 SMARCA1 SMPD3 SNX17 SNX9 SOX4 SPTLC2 SREK1 SRSF2 STC1 STX16 STX6 SYMPK SYNE1 SYT6 TBX5 TCERG1 TJAP1 TLK2 TMED5 TRAF4 TTC1 UBE2N UBL3 USP2 VAX1 VCAM1 VEZF1 VGF VPS41 WBP1L WWOX ZAP70 ZCCHC24 ZFP2 ZNF385A ZNF420 ZNF471 ZNF546 ZNF568 ZNF569 ZNF570 ZNF571 ZNF582 ZNFX1 ZNRF1 STAT3_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STAT3_01 APBA1 ASXL1 BTBD1 CCL2 CISH CLDN5 CREBRF ELMO1 GEN1 HNRNPR ICAM1 IFT43 IRF1 MAFF PROS1 SDHAF2 SERPING1 SLC38A5 TRAF4 UBR1 VIP ZNF112 STAT3_02 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STAT3_02 ADM2 ALKBH6 AP1S2 AP2B1 ARAP2 ARF3 ARHGAP8 ARL6IP6 ARX ASIC2 ASIC4 AZIN1 BCAM BCL7A BMI1 BMP4 BNC1 CA10 CALU CAPZA1 CCN2 CERT1 CHRM1 CPA4 CPLX2 CRTAC1 DDIT3 DIPK2B EGR1 EGR3 EIF4E EIF4G1 EIF5A EPHA7 FBN2 FBXL3 FLRT1 FOSB FOXO4 FUT8 GABRB1 GPC3 GPHN GRIN2D HEYL HOXB13 HOXB4 HOXB9 HOXC4 HOXC6 HS6ST3 IL18BP IRF1 IRX5 KAZALD1 KCNH3 KCNN2 KCNN3 KCNT2 KIRREL3 KMT2A KPNB1 LRP2 LTA LTBP1 MAML1 MATN4 MBD6 MEIS2 MFSD13A MID1IP1 MIR22HG MIS12 MNT MOB3C MTMR14 MTPAP MYT1 NAPB NAV2 NCAM1 NCOA5 NDST2 NELL2 NFAM1 NPAS4 NR1D1 NR4A1 PCBP4 PGF PPFIA2 PTMS RBPJ RBPJL REM2 RGS3 RIMS1 RND1 RNF213 RPUSD4 S100A14 SCUBE3 SDC1 SENP3 SET SGMS1 SHOX2 SLC35A5 SLCO5A1 SMG7 SOCS1 SP6 SPON1 SPTBN2 ST7L SV2B TAOK2 TCF7L2 TJAP1 TM9SF1 TMEM229B TMEM37 TNFSF18 TNRC6A TRIB2 TRIP10 TSC22D4 UBE4B UBR5 UBTF UPK2 UQCRFS1 VCL VEZF1 VSNL1 WDR81 WEE1 WNT4 YY1 ZBTB11 ZBTB17 ZBTB25 ZBTB9 ZC3H18 ZFYVE9 ZHX2 ZNF296 ZSWIM8 STAT4_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STAT4_01 AAK1 AAR2 ABCB1 ABRAXAS2 ACBD6 ACTN1 ADAP1 ADNP AFAP1 AKT1S1 ALPK2 ANGPTL1 ANKRD28 AP1G2 AP4E1 APPL2 ARL4C ARPC2 ARRDC3 BCL6B BDNF BLNK BMP5 BZW1 C5orf64 CA14 CA3 CABCOCO1 CACNA1E CACNG3 CALR CALY CARMIL1 CASKIN2 CBLIF CCDC148 CCDC91 CD200R1 CD3D CHD6 CISH CITED2 CLEC1A CLOCK CMYA5 CPA3 CPEB4 CREBZF CRYGB CSF3R CSPG4 CSRP3 CTNNB1 CTSK CXXC4 DHH DOCK4 DOK3 ECHDC2 EDN1 EGF EIF1 EMC3 EML4 ENSG00000228919 EPM2A ERF ERG ERG28 ETS1 EVA1C EXTL2 FAM20A FAM24B FAM81A FANK1 FEM1C FEV FEZ2 FGF10 FGF12 FGF8 FLI1 FLT1 FN1 FOXG1 FSIP2 FYTTD1 GNB2 GNL3LP1 GPHN GPRC5D GPX1 GREM1 GRHL3 GRIA1 GRID2 GRIN2B GSC HHEX HIPK3 HNF4G HNRNPD HOXB3 HOXB4 HOXB9 HOXC13 HOXC6 HOXD10 HOXD8 HSD11B1 HSPB7 HTR3B IGF1 IKZF4 IL21 ITGA8 JADE2 JMJD1C KCNK10 KRT73 KY LAT LDHAL6B LEPROTL1 LETM2 LGI1 LIMK2 LINC00314 LINC01931 LNX2 LPL LRIT3 LRRC32 MAP2K7 MAP4K2 MAPK10 MBNL1 MECOM MEF2C MIDEAS MITF MLXIP MPO MRGPRX2 MRPL24 MSL2 MTF2 MTUS1 MYL3 NCAM1 NDFIP1 NEDD4 NEXN NFAT5 NKAPD1 NMNAT3 NOTCH4 NPNT NR4A1 NRAS NRG1 NSG2 NUDT4 ODF3L1 OPRM1 OSGEPL1 OSR1 P2RY13 PAX8 PBK PBX1 PCDH1 PDE4D PDE6D PDLIM2 PDZD2 PHF21A PHOX2B PHTF1 PIH1D2 PIK3C2G PITPNC1 PITX2 PKP4 POLR1D POU3F3 POU4F1 PPARGC1A PRCC PRDM10 PRKCB PRKCH PRR5L PSME3IP1 PTCHD4 PTK7 RAB1B RASSF8 RBFOX1 RBMS1 RHBDL3 RHOJ RHOQ RIN2 RNF138 RNF43 RSPRY1 RUNX2 RUNX3 S1PR2 SAP130 SATB1 SDCBP SESTD1 SETD2 SGK1 SH2B3 SHOX2 SLC26A3 SLC36A2 SLC38A2 SLF2 SLMAP SMAP2 SMOX SOHLH2 SOSTDC1 SPEM1 ST8SIA1 STAB1 STAT5A STIM2 STMN2 STX19 TAPBPL TBC1D17 TCF15 TDRD9 TFAP4 TLL1 TMC3 TMEM59L TMPRSS11D TNFRSF19 TNKS1BP1 TOM1L1 TRERF1 TRIM62 TRPC4AP TSEN54 TSHZ2 TTYH2 TWIST1 UBE2D3 UBL3 USP2 VAV3 VIT VSNL1 WBP1L YARS1 YIPF3 ZBTB37 ZDHHC8 ZEB2 ZNF385B ZNF485 STAT5A_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STAT5A_01 ABCC5 ACY3 ADAMTS4 ADAMTS9 ADAMTSL3 AGRP AKR1A1 AMBN ANK3 AP2S1 APBA1 APBB1 APOLD1 ARF3 ARHGAP36 ARHGEF39 ASXL1 ATP11C ATP2A2 ATP5PD ATP8A2 ATXN7L2 AZI2 BATF BATF3 BBS1 BCL6 BCLAF1 BDNF BET1 C1QTNF1 C7 C9orf24 CACNA1D CCDC25 CCL2 CCL5 CD40LG CEBPG CEP41 CERT1 CFAP65 CHN2 CISH CITED4 CMTM6 COL25A1 COLQ COQ8B CORT CPNE1 CPSF7 CREBRF CREM CSF3 CSN1S1 CSN3 CTPS1 CXCL11 CXCR5 CYP26A1 DGKA DIS3L DLL4 DLX4 DRC7 DTX2 ECEL1 EDEM2 EGFL6 EIF4E ELL ENPP2 ETV5 F9 FAP FBXL9P FGA FLT1 FOS FOXA3 FRMD6 GK GLRA2 GMPPB GPATCH4 GPR153 GRB10 GRN GSK3A HACE1 HAMP HCN4 HJV HNRNPR HOXA2 HSF4 ICAM1 IFT43 IFT80 IFTAP IKZF4 ING2 IRF1 IRF2 IRF2BP1 IRF4 IRF9 ITPKC IWS1 JADE2 KCNJ8 KCNK4 KCNN3 KLF4 KLF9 KRTCAP2 LAMA1 LAMA2 LAPTM4B LEP LIF LIN28A LIN54 LINC00652 LINC00656 LIX1 LSAMP MAFF MAP2K3 MAP4K4 MAPK10 MARCHF10 MASP2 MECP2 MGAT4C MIR17HG MRPL24 MTTP MXD1 NCALD NDST1 NDUFS2 NFATC4 NFIA NFIL3 NOB1 NR4A2 NR4A3 NRP1 NRXN3 NT5C2 NTF4 NUDCD1 OGG1 OIT3 OLFML1 OLFML3 OSM PALLD PAN2 PCOLCE PCSK2 PDLIM1 PHC1 PHF21B PHOX2B PI4KB PLAGL1 PLSCR1 PMCH POU4F1 PPARD PPARGC1B PRDM1 PRELID2 PRKAR2B PROK1 PROS1 PSD PSMD3 PTCHD4 PURA PVALB RAB11B RARA RBFOX1 RBM14 RESF1 RFX4 RRAS S100A3 SARM1 SCN3B SCRG1 SDC1 SDHAF2 SEC24C SEMA6D SEPTIN9 SERPING1 SGIP1 SIGIRR SLC26A9 SLC38A5 SLC9A1 SLCO1B1 SLITRK4 SMC4 SMC6 SMPD1 SNCB SOCS2 SOD1 SREK1 SRPX ST8SIA1 STC1 STEAP4 STX19 SYMPK SYNPO TAL1 TCEA2 TLR7 TLX2 TMEM100 TMEM163 TMEM208 TMEM60 TMEM74B TMLHE TMOD3 TNFRSF9 TNFSF11 TNS2 TRIM15 TRIM46 TSHZ2 TSPAN4 TSPAN6 TUT1 UBR1 UNC13B USP25 VAX1 VIP VTN WIPF1 WNT3 XRCC1 YWHAQ ZNF112 ZNF180 ZNF233 ZNF235 ZNF423 ZNF532 ZYX STAT5A_02 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STAT5A_02 ACOX3 ANKZF1 AP1G2 ARF3 ARHGAP44 ARL4A ASXL1 ATF4 ATOH8 ATP5PF BCL2L1 BCL6 BDNF BMP5 BTK BTRC CACNB2 CCDC28A CCND2 CDC37L1 CEP55 CHD2 CITED4 CNBD2 CREBRF CREM CYP46A1 DARS1 DCUN1D3 DDX17 DDX25 DRC7 DSG1 DYRK2 ELMO1 EMP1 ENPP2 EPHX4 ERBB4 FAM90A1 FOS FOXA3 FOXP1 FZD6 GABPA GABRB1 GARIN3 GBX2 GFAP GJA5 GLRA2 GPRC5C GRAMD1C GRID2 GSN HNF4G HOXA11 HOXB6 HSDL2 IL1RN IL9 IPO11 IRF2BP1 KALRN KCNJ8 KIAA0825 KIF24 KITLG KLF4 KLF9 LAMA1 LHX6 LINC01312 LRRN3 LYRM1 MAT1A MBNL1 MBNL3 MGRN1 MITF MZF1 NCKAP5 NFATC2 NR4A3 NTF4 OBSCN OPN3 OXA1L PALS2 PATZ1 PCDH9 PCSK2 PDK4 PIK3R1 PILRB PMS2P5 POLA1 POU6F2 PPP1R16B PRDM13 PTCH1 PTPN21 RAB37 RARA RBFOX1 RBM14 RUNX1 SCN2A SDC1 SEPTIN7 SETD2 SMC1A SNX18 SOCS2 SP110 SPTBN2 SREBF1 SRPX SSBP3 STAG3L4 STARD3 STC1 SYMPK SYNCRIP TAL1 TCEANC2 TENM3-AS1 TIAL1 TLCD5 TLX2 TMEM59 TMEM95 TRAF6 TRIM47 TUT1 VIP WNT10A ZFR ZNF180 ZNF184 ZNF384 ZNF423 ZNF689 STAT5A_03 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STAT5A_03 ACTN1 ADAM23 AKAP1 ALS2CL AMD1 ANGPT1 ANO2 APH1A ARRDC3 ASIC2 ATP2A2 BBX BCAR3 BCL11A BCL6 BMP5 BORCS6 BTG1 C12orf50 C1QTNF6 C1orf43 C2CD3 C9orf24 CACNA2D3 CADM1 CADM2 CBL CCDC60 CD274 CELF4 CFAP161 CHCHD3 CHST9 CLCA3P CLRN1 CNGB3 CNOT2 COCH CREB5 CUX1 CXADR DACH2 DCTN2 DENND2C DHRS3 DIP2B DLX5 DNASE1L3 DNASE2B DPYSL2 EBF2 ECEL1 ECHDC2 EFHD1 EMCN EP300 EPHA2 EPN3 ERG28 ERLIN2 ETV6 F9 FAIM2 FAM53C FBXO9 FBXW7 FGF11 FGF13 FGR FLNC FLRT3 FLT1 FN1 FOXA1 FST GABRG1 GAREM1 GNB4 GNL3LP1 GPC4 GPR150 GRIA3 GRID2 GSTT4 GTF2B H2AC20 H2AC21 H2BC21 HEPH HMGN5 HOXA3 HOXA4 HOXB6 HOXC10 HOXC4 HOXC6 HPCA HSPG2 ID3 IKZF3 IL1RAPL1 IL25 IL36A INPP5F IRX3 ITGA2 ITGA7 JADE1 KCNA3 KCND3 KCNH7 KCNJ13 KCNJ16 KCNN3 KDM6A KITLG KIZ KLHL13 KLHL3 LAMA3 LAMP5 LBX1 LCK LCOR LINC01138 LINC01597 LIX1L LMO4 LONRF3 LPL LPXN LRATD2 LRP1 LRP5 LRRC41 LRRN3 LSM12 LYPD1 MAP4K4 MAPK14 MARCKS MDP1 MEX3B MINDY1 MIR137HG MNS1 MTMR11 MTSS1 MYL6B MYO3B MYT1 N4BP1 NEDD4L NEO1 NEUROD2 NFATC4 NFE2L2 NPNT NPR3 NR4A3 NSRP1 NT5C3A NUFIP2 ODAPH OFCC1 OLFML3 ORAI3 PAK4 PATL1 PCDH17 PCDH8 PCYOX1 PDE3B PELI2 PHACTR3 PHOX2B PIM1 PLEKHA1 PLXDC2 POLE2 POLR3C PPP2R3A PRDM12 PRKCE PROSER1 PSMA1 PSMA6 PTCHD1 PTK7 PTTG2 RAB3GAP2 RARB RBM12B RBMS3 RCAN1 RNF115 ROBO3 RPA3 RWDD3 S100A4 S100A9 SAG SATB1 SCN2B SCUBE3 SETD7 SF3B4 SH2B3 SHC1 SLC25A28 SLC26A7 SLC35A2 SLF2 SLITRK2 SLITRK5 SNCAIP SPEF1 SPRED1 ST13P4 ST13P5 STAT3 STC1 STIMATE STK33 STMN1 STRIP1 SUMO2 SV2A SVIL TAB2 TBCD TCF4 TCTN3 TGIF1 THBS2 TIAL1 TIE1 TINAGL1 TLE3 TLX3 TM9SF3 TMC1 TMEM216 TNFRSF11B TNNI3K TOB1 TPM3 TRAF3 TRPS1 TUBA1A TUG1 UBAP2L UBE2E4P UBE2H UGDH UQCRH USP11 USP40 USP48 VANGL1 VEGFD VGLL3 VIP VRK1 WNT10A ZBTB18 ZBTB20 ZFAND3 ZKSCAN3 ZMAT4 ZNF281 ZNF385A ZNF407 ZPBP2 ZSCAN18 STAT5A_04 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STAT5A_04 AAK1 ABCB1 ACTN1 AFAP1 AGBL4 AIF1L ALDH1A2 ANKHD1 ANKHD1-EIF4EBP3 ANKRD1 ANKRD28 ANKS1B AP1G2 AP4E1 APBB2 APPL2 ARC ARFGEF1 ARIH1 ARL4C ARPC2 ARRDC3 ATOH1 BCL6B BCL9 BDNF BLNK BRD4 BTLA BZW1 C18orf25 CABCOCO1 CALR CAPN6 CARMIL1 CCDC71L CD40LG CITED2 CLDN2 CMYA5 CSMD3 CSTPP1 CXCL11 CXXC4 CYP17A1 DHRS11 DIXDC1 DMD DPF2 DPH2 DRAM2 DRD3 DUSP9 ECHDC2 EDA EHBP1 EHD4 ELAVL2 ENSG00000228919 ERG28 ETS1 EXT1 FAM24B FAM81A FBXL19-AS1 FEZ2 FGF10 FGF12 FGF14 FGF8 FLI1 FNBP1 FOXP3 FRA10AC1 FRMD5 FRY FSIP1 FSIP2 FSTL1 FYTTD1 GADD45G GCSAM GMCL2 GMDS GPBP1 GPR34 GRB7 GRIA1 GRID2 GRIN2B GTPBP2 HEMGN HNRNPR HOXA10 HOXB3 HOXB6 HOXC13 HOXC6 HTR3B IGF1 IKZF2 IKZF4 IRX3 ITPR1 JMJD1C KANSL2 KCTD4 KRT73 LDB2 LETM2 LINC01931 MACO1 MAML3 MAP2K7 MAPK9 MBNL1 MECOM MITF MLXIP MRPS18B MRPS18C MSX2 MTF2 MTTP MYH3 NCAM1 NDFIP1 NDUFA4L2 NEUROG2 NEXN NFYB NKX2-2 NMNAT3 NOL4 NONO NR4A1 NR5A2 NRAS NRF1 NTNG2 OR2K2 OR51E2 ORC4 OSBPL6 P2RY12 PAG1 PBK PBX1 PHF21A PHOX2B PHTF1 PIFO PIK3C2G PITX2 PLS3 PMCH POU4F1 PPARGC1A PPP1R10 PPP2R2A PRDM1 PTCH1 PTCHD4 PTPRD RALGDS RBFOX1 RBM39 RNF17 RNF43 RORB RUNX2 RYBP SAMD4A SCG2 SCYL2 SETD2 SKIDA1 SLC22A23 SLC26A3 SLC50A1 SLCO1C1 SLF2 SMAP2 SMOX SOBP SOSTDC1 SPRY4 SREK1 SRSF6 SSBP2 STAM SUMO4 SYTL2 TASP1 TFEC TLR8 TMEM70 TNFRSF19 TNMD TRIM62 TRPC4AP TRPM3 TRPS1 TSHZ2 TSHZ3 UPK1B USO1 VIT WSB2 YIPF3 ZEB2 ZFPM2 ZNF385B ZNF654 STAT5B_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STAT5B_01 ADAM11 ADAMTS4 ADAMTS6 ADAMTS9 ADAMTSL3 AGRP AJUBA AKT1 AMBN ANK3 AP1G2 AP2M1 APBA1 APBB1 ARF3 ARHGAP36 ARHGEF39 ARID1A ARIH1 ASXL1 ATP11C ATP5PD AUP1 AZI2 BATF BBS1 BCL6 BCL9 BDNF BEND4 BET1 BMP5 BRINP3 BTK C1QTNF1 C7 C9orf24 CBLIF CCDC25 CCL2 CCL5 CD40LG CDH1 CEBPG CEP41 CERT1 CFAP65 CHN2 CISH CLDN5 CLDN8 CLEC1B CLU CMTM6 CNRIP1 COQ8B CORT CPSF7 CREBRF CREM CSN1S1 CSN3 CXCL11 CXCR5 CYP26A1 DGKA DIS3L DISP2 DLL4 DLX4 DOCK4 DRC7 DTX2 DYNC2LI1 ECEL1 EDEM2 ELL ENPP2 ERG ETV5 EXPH5 F9 FAP FGA FOS FOXA3 FRMD6 FST FUT8 FXYD1 GK GLRA2 GMPPB GPATCH4 GRB10 GSK3A HAMP HCN4 HJV HNRNPR HOMER2 HOXA2 HOXA3 HTRA2 ICAM1 IFT43 IFT80 IFTAP IGFALS INPP5F IRF1 IRF2 IRF4 IRF8 IRF9 ITPKC KCNJ8 KCNN3 KLF4 KLF9 KRTCAP2 LAMA1 LAMA2 LAPTM4B LCP2 LEP LIF LINC00314 LINC00652 LINC00656 LIX1 LSAMP MAFF MAP2K3 MAP4K4 MAPK10 MARCHF10 MASP2 MECP2 MGAT4C MIR17HG MRPL24 MSX1 MTTP MXD1 NCALD NDST1 NDUFS2 NEK6 NFIL3 NFKBIA NOB1 NR4A2 NR4A3 NRP1 NRXN3 NT5C2 NTF4 OGG1 OIT3 OLFML3 OSM PALLD PAN2 PCDH1 PCOLCE PCSK2 PDLIM1 PHC1 PHF21B PHOX2B PI4K2A PLA2G3 PLAGL1 PLEC PLPP6 PLSCR1 PMCH POLDIP3 POLR2M POU4F1 PPARD PPARGC1B PRDM1 PRKAR2B PROK1 PROS1 PRR5L PSD PTCHD4 PVALB RAB11B RARA RBM14 RESF1 RRAS S100A3 SCRG1 SDC1 SDHAF2 SEC24C SERPING1 SHISA6 SLAMF1 SLC26A9 SLC38A5 SLCO1B1 SMC4 SMPD1 SNCB SOCS2 SOD1 SRPX STC1 SYMPK SYNPO TAL1 TCEA2 TLR7 TLX2 TLX3 TMEM100 TMEM208 TMEM60 TMEM74B TMLHE TMOD3 TMUB2 TNFSF11 TNS2 TRIM15 TRIM25 TRIM46 TRIM55 TSHZ2 TSPAN31 TSPAN4 TSPAN6 TUT1 TWIST1 USP25 VASN VIP VTN WIPF1 WNT10A XRCC1 ZEB2 ZNF112 ZNF180 ZNF233 ZNF235 ZNF423 ZNF582 ZYX STAT6_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STAT6_01 ACTN1 ADAM23 ADGRG4 AKAP1 AKT2 ALS2CL AMD1 AMOTL1 ANO2 AP2A1 ARL3 ARRDC3 ASIC2 ATP2A2 BBX BCL11A BICDL1 BMP5 BORCS6 BRINP3 BTBD10 BTG1 C12orf50 C1QTNF6 C1orf21 C2CD3 C9orf24 CACNA2D3 CADM1 CADM2 CBL CCDC60 CD274 CELF4 CFAP161 CHCHD3 CHST9 CLCA3P CLRN1 CNIH2 CNOT2 COCH COQ6 CXADR DACH2 DHRS3 DIP2B DLX5 DPYSL2 ECEL1 ECHDC2 EFHD1 EIF4E EMCN EN1 EP300 EPN3 ERG28 ETV6 F9 FAIM2 FAM161B FAM53C FBXO9 FBXW7 FGF13 FGF8 FLNC FLRT3 FN1 FOXA1 FOXB1 FST FXYD2 FYN GAREM1 GAS7 GNB4 GPC4 GPR150 GRIA3 GRID2 GSTT4 HECTD2 HMGN5 HNRNPC HOXA3 HOXA4 HOXB6 HOXC10 HOXC4 HSPG2 ICAM1 IL1RAPL1 IL22 IL25 IL36A INPP5F IPO4 IRX3 IRX5 ITGA2 ITGA7 JADE1 JPT2 KCNH7 KCNJ16 KDM6A KITLG KIZ KLHL13 KLHL3 KRT10-AS1 KRT8P41 LBX1 LINC01597 LMO4 LONRF3 LPL LPXN LRATD2 LRP5 LRRN3 LSM12 MAB21L1 MAN2C1 MAP2K3 MAP4K4 MAPK14 MAPK4 MAPK6 MARCKS MDH1 MDP1 MEX3B MINDY1 MIR137HG MRRF MTA2 MTMR11 MTSS1 MUSK N4BP1 NDRG2 NEDD4L NEO1 NEURL1 NEUROD2 NFATC4 NFE2L2 NFKBIA NOS1 NPHP4 NPNT NPR3 NR4A2 NSRP1 NT5C3A NUFIP2 ODAPH OFCC1 ONECUT1 ORAI3 PAK4 PCDH17 PCDH8 PCYOX1 PDE3B PELI2 PHACTR3 PHOX2B PIK3R2 PIM1 PLEKHA1 PLXDC2 POLE2 PPM1B PRDM12 PRKCE PROSER1 PRR11 PRRG4 PSMA1 PSMA6 PTCHD1 PTK7 PTMA PTTG2 RARB RBM12B RBM18 RBMS3 RCAN1 RELA RNF220 RNF43 RWDD3 RYR2 SAG SATB1 SCN2B SERPINE1 SETD7 SF3B4 SFXN2 SGK1 SH2B3 SH3BP5L SHOX2 SKA2 SLC25A28 SLC26A7 SLC2A12 SLC35A2 SLC38A1 SLC38A2 SLC7A1 SLITRK2 SLITRK5 SNCAIP SPEF1 SPRED1 SRPK3 ST8SIA1 STAT3 STC1 STIMATE STIP1 STMN1 STRIP1 SUMO2 SVIL TAB2 TACC1 TACC2 TBCD TCF4 TCTN3 TGIF1 THBS2 TIAL1 TLX3 TM9SF3 TMC1 TMEM216 TMEM81 TNFRSF11B TNFSF11 TOB1 TRAF3 TRIB1 TRPS1 TUBA1A TUG1 UBAP2L UBR3 UGDH USP40 VEGFD VGLL3 VIP VIT VN1R3 VRK1 WAC WARS2 WNT9B ZFAND3 ZMAT4 ZNF281 ZNF385A ZNF675 ZPBP2 STAT6_02 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STAT6_02 ABI3 ACAP2 ACBD6 ADAP1 ADCYAP1 ADSL AKR7L AKT1S1 ALPK2 ANGPTL1 ANKRD28 ARAP3 ARFGAP2 ARID1A ARV1 ASPN ASTN1 ATP13A2 ATP5F1E BDNF BMP2 C5orf64 CA3 CACNG3 CALCOCO1 CAMK1D CARD9 CASKIN2 CBLB CCDC88B CD200R1 CD274 CD2AP CDKL5 CEP83 CHD6 CITED2 CITED4 CLNK CLOCK CMYA5 CNN2 COX17 CPA3 CPEB4 CREBZF CRK CRTC2 CRYGB CSF2 CSF3R CTCF CTNNB1 CTTNBP2NL CYB561D2 CYTH4 DCTN2 DHH DIPK2B DLC1 DNAJA2 DNAJC7 DOCK11 DOCK4 DOK3 EDN1 EGF EGFL7 EIF1 EMC3 EPHA2 EPHA7 ERF ERG FAM110A FAM20A FAM78A FBXW11 FEM1C FEV FGF13 FLI1 FLNC FLT1 FOXO3 GLT8D2 GNB2 GNGT2 GNL2 GPHN GPN2 GPS2 GPX1 GREM1 GRIN2B GSC GZMK HGFAC HHEX HIF3A HIVEP1 HMGA1 HNRNPUL1 HOXA10 HOXA2 HOXB4 HOXB9 HSD11B1 HTR3B HYPK IL7R ITGA8 ITPR3 JADE2 KANSL1 KCNQ1 KDM5C KNL1 KY LAG3 LALBA LAT LCK LINC00314 LNX2 LRIT3 LRP2 LRRC19 LRRC32 LTC4S LUC7L LY75 MAP3K3 MAP4K2 MARCKSL1 MBNL1 MCTS1 MEF2C MEIS2 MLLT6 MPO MRGPRG-AS1 MRPL24 MTUS1 NFAT5 NKAPD1 NKIRAS2 NMNAT2 NOSTRIN NOTCH4 NPRL2 OCIAD2 PATL1 PAX8 PAX9 PDCD10 PDE4D PDGFRB PDLIM2 PDZRN4 PEG10 PGM2L1 PHF12 PIH1D2 PIM2 PITPNC1 PKN3 PLCB2 PLEKHA8P1 PLEKHH2 POLR1D POU3F3 PPP2R5C PPP4R3B PREX1 PRKCB PRPF38B PRR5L PSTPIP2 PUM1 RAB1B RAB39A RAB3GAP2 RANBP9 RBBP5 RBFOX1 RGS3 RHBDL3 RHOJ RIN2 RNF128 RNF138 RUNX3 SAP130 SASH3 SATB1 SCGB3A1 SCN2A SDCBP SEMA4B SERPINI1 SESTD1 SGK1 SIPA1 SKAP2 SLC1A5 SLC31A1 SLC35C1 SLC38A2 SLC43A1 SLIT3 SNX8 SPDEF SPEM1 SPI1 SRRM1 STAB1 STAP1 STAT5A STK4 STRC STX19 SYTL1 TANK TAOK1 TBC1D17 TCF15 TFEC TLL1 TMC3 TMEM59L TMIGD1 TMPRSS11D TMUB2 TNFSF13 TOM1L1 TRAF3 TRERF1 TRIM25 TRPS1 TSC22D4 TSEN54 TSPOAP1 TTC13 TWIST1 USP2 VAMP3 VASP VAV3 VPS39 WNT5A ZBTB37 ZDHHC8 ZEB2 ZNF202 ZNF385B ZNF485 ZNF706 ZNRF2 ZRANB1 STAT_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STAT_01 ABCC5 ACBD5 ADAMTS4 ADAMTS9 ADAMTSL3 ADORA1 AGRP AGT AKT1 ANK3 AP2M1 APBA1 ARF3 ARHGAP36 ARIH1 ARL6IP5 ASCL3 ASPH ASXL1 ATP5MC2 ATXN7L2 BACH2 BATF BCL6 BCL9 BCLAF1 BDNF BET1 BMPR2 BRINP3 BTBD1 C1QTNF7 C4BPA CACNA1D CBL CBLIF CCDC25 CCL2 CCND2 CD40LG CDK18 CEP41 CERT1 CHI3L1 CISH CITED4 CKB CLEC1B CLU CNOT4 COLQ COQ8B CPNE1 CPSF7 CREBRF CREM CXCL11 CXCL17 DCUN1D3 DGKZ DLX4 DOCK4 DRC7 DTX2 DUSP4 EDEM2 EHMT2 EIF4E EMCN ENPP2 ETV5 EXPH5 F9 FAM98B FANCB FBXL9P FGA FLT1 FN1 FOXA3 GABBR1 GEN1 GK GMPPB GPATCH4 GPC4 GPHB5 GPR153 GRB10 GSK3A GZMB HACE1 HHATL HJV HNRNPR HOMER2 HOXA2 HOXB4 HOXD9 HSD3B7 ICAM1 IFT43 IFT80 IFTAP IGFALS IL18BP IL18RAP IL6ST IPO11 IRF1 IRF2BP1 IRF8 ITPKC IWS1 JADE2 JUN KLF13 LAPTM4B LASP1 LEP LIN28A LIN54 LINC00652 LIX1 LMO3 LPO LTA LYRM1 MAB21L1 MAFF MAP2K3 MAP2K6 MAP4K4 MASP2 MBD6 MECP2 MED24 MIR22HG MOSPD2 MRPL24 MYO18A MYOG NDUFS2 NEDD4 NEK6 NFIL3 NHSL2 NKG7 NME7 NOA1 NR4A3 NRP1 NT5C2 NTF4 NUDCD1 OIT3 OSM PALS2 PAN2 PANX1 PCDH1 PCOLCE PDLIM1 PHC1 PI4K2A PLA2G3 PLEC PLSCR1 PNMA1 POLK POLR2B POLR2M PPARD PPARGC1B PPP1R9B PPP2R3A PRDM1 PROK1 PRPH PSD PSMD3 PTCHD4 PVALB RAB10 RAB11B RAB3B RASA1 RBM14 RDH10 RELCH RFFL RFX4 RPS15A RRAS RUNX3 S100A3 SARM1 SBF2 SCAMP3 SCN2A SCRG1 SDC1 SDHAF2 SEC24C SEPTIN9 SERPING1 SERTAD3 SET SHKBP1 SKIDA1 SLC1A5 SLC26A9 SLC38A5 SLC6A14 SMC4 SMC6 SNCB SOCS2 SOD1 SRSF6 SSBP4 STXBP6 SYMPK TAL1 TCEA2 TCERG1 TET2 TFAP2C THPO TMEM100 TMEM208 TMEM60 TMEM95 TMOD3 TNFSF11 TNIP2 TNS2 TRIM15 TRIM25 TSHZ2 UBR1 USP25 VASN VAX1 VGF VIP VTN WDR81 XRCC1 ZFP36L1 ZNF112 ZNF180 ZNF233 ZNF235 ZNF423 ZNF516-DT ZNF546 ZNF582 ZNF689 STAT_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STAT_Q6 AATF ABCC5 ABCD4 ACBD3 ACTR1B ADD3 AGAP2 AGL ALKBH6 AMBN ANK3 ANKS1A ANXA7 APBA1 ARF3 ARFIP2 ARHGAP36 ARHGEF3 ARHGEF6 ARMC8 ARPC1A ASPH ATXN7L2 BACH2 BBOF1 BBS1 BCL6 BIN3 BRINP3 BSN C1orf122 CACNB3 CALD1 CAMSAP1 CBL CCDC85B CCL20 CD247 CD40LG CDC14B CDH1 CELF3 CFAP299 CISH CLN5 CLU COQ8B COX5B CPNE8 CPSF7 CREM CSF2 CSMD3 CTTNBP2NL CYRIA DGKH DGKZ DLX4 DMD DNAJA2 DNAJC5B DQX1 DRC7 DZIP1 ECEL1 EIF3D EIF4E ELMO1 ENPP2 ERI1 ETV5 EVPL EYA1 F9 FAM13C FBXW7 FGFR2 FIBP FLRT3 FN1 FOSB FOSL2 GASK1B GEN1 GJA5 GOLPH3L GPATCH4 GPR142 GRHL2 GRIN2B GSK3A HCAR1 HCFC1R1 HOXA3 HOXD11 HSD3B7 HSPD1 HSPE1 HYOU1 IAPP IFIH1 IFT43 IL18BP IL22 ING2 IRF2 IRF4 IRX4 IWS1 JADE1 JPH2 JPH3 KCNE5 KCNJ8 KCNQ1DN KXD1 LAPTM4B LEP LMAN2 LMO4 LSAMP LVRN MED25 MGAT2 MGAT4C MKRN1 MKRN4P MMP14 MMP3 MOXD1 MRPL45 MYL11 NDP NDST2 NEK6 NETO1 NFATC4 NFIA NFS1 NFYB NKX2-3 NLRP10 NLRP4 NOL4L NPAS2 NR4A3 NSG2 NTRK3 ORMDL2 PCSK2 PDCD6IP PDE11A PGGT1B PHACTR3 PI4K2A PI4KB PLA2G4F PLPP6 POF1B POLR2M POU4F1 PPARGC1A PPARGC1B PPP1R13B PPP1R9B PPP2R3A PRDM1 PRICKLE1 PROS1 PRR11 PSMD3 PTBP3 PTCH2 PTHLH PVALB QPCT RANGRF RARA RARB RBM39 RBM41 RFFL RNASE11 RNF152 ROCK1 RPL36AL RPS27L RPS6KA3 RTN1 RYR1 S1PR1 SCAMP2 SCAMP3 SCN3A SCRG1 SDHAF2 SEC14L2 SEC31A SEMA6A SERINC2 SERTAD3 SIX1 SIX4 SKA2 SLAMF1 SLC17A3 SLC25A4 SLC38A5 SLC41A2 SLC4A10 SLC6A10P SLC7A13 SMC6 SMPD3 SNX15 SOBP SPEF1 SPEG SREK1 SSBP4 ST6GALNAC5 TCEA2 TCERG1 TCF21 TET2 THOC6 THPO THRA TIMM10B TLK1 TMEM100 TMTC4 TNFSF11 TNIP3 TNPO3 TNS2 TOPORS TPI1P2 TRAF4 TRPM7 TSC1 TTYH1 TUT1 UBE2H UBE2L3 UBE2Z UBE4B UQCRFS1 UTP14A VGF VNN3P VPS53 WDFY4 WNT1 XPR1 YRDC ZBTB9 ZFYVE27 ZMYM3 ZNF180 ZNF286A ZNF462 ZNF485 ZRANB1 STTTCRNTTT_IRF_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STTTCRNTTT_IRF_Q6 ABHD16A ADAM12 ALDH1A1 AMER1 ARHGAP5 ARHGEF6 ASPA ASXL1 ATXN1 B2M BATF2 BCL11A BCL2L1 BCOR BHLHE41 BST2 CAPRIN1 CASP1 CASP7 CASZ1 CBX4 CCDC6 CCND1 CD200R1 CDK12 CDK6 CDKN2C CHCHD1 CHGB CIITA CITED2 CLDN3 COL4A1 COL4A2 COLCA1 CPT1A CREB1 CTTNBP2NL CXCL10 DDR2 DHX58 DLX4 DTX3L DYNLT1 E2F3 ECM2 EDIL3 EGFL6 EIF5A ELK4 ELOA2 EPSTI1 ESR1 ETV6 EVL FAM53B FEZF2 FLT3LG FMR1 GATA6 GRAP2 GSC GSDMD GSX1 HDAC4 HGF HIP1R HOXA13 HOXB6 HPCAL1 IDO1 IFI44 IFIT2 IFIT3 IFNB1 IGFBP5 IKZF2 IL12RB1 IL17RC IL18BP IL22RA1 IL27 IL4 IRAG2 ISG15 ITGB7 JADE2 KCNE4 KIRREL3 KIRREL3-AS3 KLHL13 LGALS3BP LGI1 LIF LINC00649 LRATD2 LRP2 LSM6 LURAP1L MAB21L1 MAP3K11 MED13 MEIS1 MGAT4A MLLT3 MOV10 MRPS18B MSC MSX1 MXI1 NABP2 NAMPT NAV3 NCF1 NEDD4 NFATC1 NFIX NOD2 NPR3 NR3C2 NRG1 NT5C3A NUB1 OSM OSR2 OTX1 PARP9 PCGF5 PGM5 PIGR PIGV PIK3R3 PITX2 PKN2 PLXNC1 PPARGC1A PPP1R10 PRKD2 PSIP1 PSMA3 PSMA5 PSMB10 PSMB8 PSMB9 PSME1 PSME2 PTK2 RAPGEF6 RBCK1 RIGI RNF31 RPL23 SATB2 SEPTIN9 SFMBT1 SHFL SLC12A7 SLC15A3 SLC25A28 SLITRK2 SORBS1 SOX5 SREK1 SRSF6 SYNE2 TAP1 TAPBP TAPBPL TASL TCF12 TCF15 TCIRG1 TFDP2 TMEM229B TNFSF13B TRIM21 TRPM3 UBA7 UBD USF1 USP18 USP44 VAMP5 VGLL4 WNT5A XAF1 YWHAG ZBP1 ZDHHC14 ZEB1 ZNF366 ZNF503 SYATTGTG_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SYATTGTG_UNKNOWN AAMDC ABI1 ACRV1 ACTL9 ADAM22 AHCYL1 ANKHD1 ANKHD1-EIF4EBP3 ANKS1B ANP32C ARGLU1 ARHGEF15 ARHGEF19 ARIH1 ASB17 ATE1 BAG5 BCL11A BCL2L1 BCL2L11 BCL7A BOD1 BSN C1orf43 C5orf64 CA14 CA2 CA3 CAMK2A CAPRIN1 CASK CBLB CBX8 CCDC140 CCNT2 CDC40 CELSR3 CFL2 CGGBP1 CHD4 CHD6 CLDN17 CLDN5 CLEC14A CLU COA8 CSNK2B CTNNA2 CUX1 CYB5R1 DDX39B DDX3X DLL1 DLX1 DNAL1 DPYSL3 EGR3 EIF4G1 ELOVL5 ENSG00000204117 ENSG00000255537 EP300 ERG ETV4 EXT1 FAM166A FAM81B FEZ1 FGF14 FGF17 FMR1 FOXP1 FOXP2 FRA10AC1 FSCN3 GALC GDPD5 GJC2 GPANK1 GPM6A GRIA3 GRIK3 GRIN2B GSX1 GTSF1L GUCA1A HAPSTR1 HCFC2 HNRNPH1 HOXA2 HOXA7 HOXC4 HOXC6 HSPB2 IBSP IFRD2 IL1RAPL1 ILF3 ILF3-DT ITPR3 KCNF1 KCNQ1DN KIF21A KLF13 KMT2A KRT8P41 KRT9 LAMA1 LDLRAP1 LIG1 LIN28A LMBRD1 LMF1 LMO3 MAPK10 MAPK6 MARCHF7 MB MBD5 MCMBP MEIS1 MMP16 MON1A MPPED2 MTF2 MYH2 MYL3 MYO1C NAT8L NDNF NDST2 NECTIN3 NFIB NFIL3 NHSL2 NNAT NNT NOL4L NR4A3 NSD1 NUFIP2 OLFML3 OMG OPHN1 ORAI3 ORMDL3 OTUB1 PAX3 PCDH8 PCDHGC3 PCSK1N PDAP1 PDYN PHLPP1 PIK3R3 PITX2 PLAGL2 PLP1 PLXNC1 POFUT1 POLR3E PPP2R5C PRDM13 PRIMA1 PYGO1 RAB3C RABAC1 RALYL RANBP10 RASAL2 RBM4B REC8 REST RFX4 RNF38 RNGTT RPL30 RSF1 RTN1 SCUBE2 SEC22A SEMA3A SEPTIN11 SGIP1 SH3BGRL2 SH3TC2 SIRT6 SKIDA1 SLC36A3 SLC66A2 SLITRK4 SMAD1 SOX4 SPATC1 SPZ1 SRSF6 STARD13 STK26 SUGP1 SUZ12 TAGLN3 TCF7L1 TEX35 TFAP4 THAP11 TLE3 TMEM178A TNP1 TNRC6A TOMM40 TONSL TPM3 TRIB1 TRIM39 TSNAXIP1 TSR1 TSSK3 UBE2O UCN2 WASF1 YTHDF2 YTHDF3 YWHAZ ZC3H18 ZC3H6 ZNF217 ZNF274 ZNF281 ZNF341 ZNF362 ZNF485 ZNF532 ZSWIM9 T3R_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/T3R_Q6 ABR ACKR3 ACSL5 AGBL2 AGO1 AHNAK AIFM1 AIM2 ALPG ALPI ANKMY2 AP4M1 APBB1 ARHGAP36 ATF6 ATP1A2 BANF1 BARHL1 BAZ2A BCL6 BCL9 BEND4 BEST4 BNC2 BPIFA2 BRAF BTK BZW2 C1QTNF4 CACNA2D2 CACNA2D3 CARMIL3 CCDC140 CCDC9B CCL20 CD40LG CDHR5 CDK16 CDK18 CDK2AP2 CDKL5 CHD6 CITED1 CITED2 CNBD1 COMMD3 CORO6 COX5A CREM CRISPLD2 CTNND2 CUL7 CUTA CXCL17 CXXC4 CYC1 CYCS CYP21A2 DAO DCHS2 DCX DDIT4L DEFB119 DHX35 DLX1 DMRT2 DNALI1 DRD3 DRP2 DSPP DUSP16 EIF1AD EIF4E ELAVL2 ELOVL6 ENPP5 ENSG00000291228 EPHA7 ESRP2 FBXL22 FGF11 FGF12 FGF17 FGF4 FKBP10 FOXA1 FOXC1 FXYD5 GAL3ST3 GNAT1 GOLGA7 GP1BB GPR162 GRM2 GSE1 GUCA1A HAPLN2 HAS3 HHATL HIPK2 HNRNPL HOXC8 HSD11B1L IGDCC4 IGFBP3 IGSF9B IL27 JAKMIP1 JPH2 JUNB KCNAB3 KCNG4 KCNH2 KCNN2 KCNN3 KDM2B KDM6A KRT10 LBHD1 LDHB LDLRAP1 LHX5 LMO4 LRP5 LRR1 LRRN1 LRRTM4 LUC7L3 MAEA MANF MAP3K13 MAX MCAM MCM7 ME3 MICOS13 MIR9-1HG MLLT6 MNT MT2A MTMR3 MTMR4 MXI1 MYBPC2 MYLK2 MYOM3 NAA25 NFE2L1 NFIL3 NFIX NKX6-1 NNAT NOG NPAS2 NR6A1 NT5C3A NTF4 NXPH4 NYAP1 OBSCN OGT ONECUT1 ONECUT2 OPA3 P3H4 PAX1 PAX3 PAX6 PCBP4 PDHB PDK2 PIK3C2G PIPOX PLA2G4B POGK PRKAG1 PRSS27 PTMS RAB22A RAB30 RALGAPB RANBP1 RAP1GAP2 RARG RBM24 RELL2 RELT RERE RGL2 RGS7 RHOT1 RNF112 RNF128 RPS6KA5 SALL1 SARM1 SCT SCUBE3 SEMA6C SF3B5 SHH SHISA6 SIAH3 SIPA1 SLC8A3 SLITRK1 SMARCA1 SMOC1 SNCB SND1 SOX5 SPATA7 SSPN STAG2 STIM1 STOML2 SYNGR1 SYNPO TBX3 TBX5 TCF7 TENT5C TGM5 THPO THRA TMEM119 TMEM135 TMEM215 TMEM74B TMEM8B TNFRSF12A TNKS1BP1 TNS2 TNXB TOB1 TOMM40 TPM1 TPPP3 TRIAP1 TRIM55 TRMT2A TSHZ2 UQCR10 USP3 VAMP2 VAX1 WNT2 WWC1 XYLT2 YARS1 YPEL4 YTHDF3 ZDHHC7 ZMYND8 ZNF143 ZNF362 TAANNYSGCG_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TAANNYSGCG_UNKNOWN AKAP10 ATF2 ATL2 B4GALT1 BHLHE41 BMI1 BRCA1 C1orf43 CAPRIN1 CCDC115 CCNA2 CCP110 CHTOP CLK1 CLSTN1 CNOT1 CSNK1E DHX15 DNAJC7 EN1 EP300 EYA3 FEZF2 GART GDE1 GSTCD GTF3C2 HOXA10 HOXB8 HOXC10 IKZF3 IMP4 INTS12 ISL1 JADE1 JADE2 KCNH2 KLC2 LHX6 MATR3 MEIS2 NBR2 NFIL3 NFKBIA NKIRAS2 NR2E1 PBX3 PCDHGB4 PCDHGB5 PCGF1 PHF21A PHF8 PIGN PPIG PPP1R12A PRPS1 QRICH1 RAD23A RBM4 RBMX RFX3 RHOA RND3 RPS27 SEPTIN7 SFPQ SON SP3 STAG2 STK3 SUCLG2 SYNCRIP TBC1D5 TCTA TMEM187 UBE2D3 WNT11 YARS1 YWHAE ZBED5 ZNF644 TAATTA_CHX10_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TAATTA_CHX10_01 AAK1 ACADSB ACBD5 ACE2 ACP6 ACTR10 ADAM11 ADAM9 ADAMTS10 ADAMTS13 ADAMTS17 ADARB2 ADD3 AFF3 AFP AGAP3 AIG1 AKTIP ALK ALKBH5 ALPK2 AMD1 AMFR ANKRD1 ANKS1B ANXA10 AP1G1 AP1S2 AP5M1 APLF APPL2 AQP3 ARC ARFGAP2 ARHGAP26 ARHGAP44 ARHGAP6 ARHGDIB ARHGEF10L ARHGEF2 ARHGEF38 ARHGEF7 ARID3B ARL2BP ARL3 ARL5B ARPP21 ARRB1 ASCL4 ASPHD1 ATP11C ATP2A2 ATP2B4 ATP5MC1 ATP5MC2 ATP6AP2 ATXN7L1 BACE2 BACH1 BACH2 BAIAP2L2 BAMBI BARHL1 BARHL2 BASP1 BAZ1A BCL6 BDNF BEST3 BHLHE41 BLMH BMAL1 BMP1 BMP4 BMPR1B BMPR2 BNC2 BTBD3 C1QA C1orf122 C1orf87 C22orf31 C2orf15 C5 C5orf64 C8A CA2 CA4 CAB39 CACNA2D3 CACNB3 CACNG2 CADM1 CADM2 CALD1 CALN1 CALR CANX CAPN7 CARMIL1 CASK CBLB CCDC149 CCDC9B CCNG1 CCNG2 CD36 CDAN1 CDC42EP3 CDH10 CDH19 CDH20 CDH6 CDIN1 CDKL5 CDKN2C CDO1 CDYL CELF2 CEP120 CEP41 CGA CGN CHD2 CHL1 CHRNA2 CHST10 CHST8 CITED2 CKM CLDN17 CLDN4 CLIP4 CLK2 CLRN1 CLSTN2 CMTR2 CNN3 CNPPD1 CNTLN CNTN4 COL10A1 COL11A2 COL12A1 COL1A1 COL4A5 COMMD10 COPS7A CORO6 CPA5 CPEB4 CREB5 CRYBG2 CS CTNND1 CTNND2 CYFIP2 CYLD CYTH3 CYYR1 DAAM2 DAB1 DACH1 DCAKD DCN DCX DDX17 DDX6 DEDD DENND1B DHX38 DIP2B DIXDC1 DLC1 DLGAP4 DLL4 DLX1 DLX2 DMD DMRTA1 DNAJB4 DNAJB8 DNASE2B DPH1 DPP10 DPY19L3 DSCAM DSCAML1 DSG1 DSG4 DSPP EDA EDC4 EDEM1 EFNA1 EGFLAM EIF5A ELAVL2 ELAVL4 ELF4 ELMO1 ELMO2 ELP2 ELP4 EMX2 EN1 ENAH ENSG00000291228 ENTPD1 EOMES EPB41L3 EPHA2 EPHB2 ERBB4 EREG ERG ERO1B ESR2 ETNK1 ETS2 ETV1 ETV3 ETV6 EXOC5 EYA1 FAM169BP FAM193B FAM27E5 FAM53C FAM89A FAP FBXO40 FCHSD1 FEV FEZ2 FEZF2 FGF19 FIGN FILIP1 FIP1L1 FIZ1 FKBP5 FLOT1 FLRT3 FOLR1 FOXF2 FOXG1 FOXN3 FOXP2 FRA10AC1 FST FTHL17 FUNDC1 FUT8 FYN FZD10 FZD2 FZD7 GAP43 GARIN1B GARRE1 GAS2 GBX2 GEN1 GGNBP2 GJB6 GJD2 GNA13 GNAO1 GNAS GNB2 GPC2 GPC3 GPR15 GPR157 GPR22 GPR65 GPRC5C GPX1 GRHL1 GRHL3 GRM8 GSE1 GTF2B GTPBP1 H1-2 H2AZ1 HABP2 HAPLN1 HAS3 HAUS2 HCRT HDGF HERPUD2 HESX1 HHIP HMGN2 HNF1A HOXA11 HOXA2 HOXA4 HOXA5 HOXB4 HOXB7 HOXC10 HOXC12 HOXC4 HPCAL1 HPGD HRK HS3ST1 HTN1 HTR2C HTR7 ID2 IER3 IFI16 IKZF5 IL13RA1 IL17A IL1RAPL1 IMMP1L IMPG2 INKA2 INPPL1 INVS IRX2 IRX2-DT IRX4 IRX5 IRX6 ITGA10 ITGA8 ITGB3BP ITGBL1 ITPR3 JADE1 JCHAIN JDP2 JHY JPH3 KALRN KAT6B KCNH5 KCNK2 KCNMA1 KCNN3 KCNQ1DN KCP KCTD15 KDM6A KIF2B KIRREL3 KLF14 KLHDC10 KLHL4 KLK13 KMT5C KRT222 KRT23 KRT25 KRT32 KRT73 KRT74 KRTAP11-1 KRTAP19-6 KRTAP8-1 LAMB1 LAMC1 LBX1 LCOR LDB2 LEMD1 LGALS12 LHX6 LIMS1 LIN28A LINC00303 LINC00314 LINC01164 LINC01597 LIPC LIX1 LMO1 LMO3 LMO4 LMX1A LOXHD1 LPAR4 LRFN5 LRP2 LRP5 LRRC15 LRRC4 LRRC57 LRRTM1 LTBP3 LUC7L3 LURAP1L LY6G6E LYSMD2 MAB21L1 MAB21L2 MAP1B MAP2K7 MAP3K20 MARCKS MAX MBNL1 MCTS1 MECOM MED12 MED12L MED24 MEF2B MEF2C MFSD14CP MIA2 MID1 MIR137HG MIR9-1HG MITF MLLT10 MMP20 MMP27 MNT MORC1 MOSMO MPC2 MPPED2 MRPL3 MS4A1 MSRB3 MSTN MSX1 MSX2 MTSS1 MTUS1 MUC15 MYBPC1 MYBPC2 MYF6 MYH1 MYH2 MYH4 MYH8 MYL1 MYO1B MYO1C MYT1 NAALADL2 NABP2 NCKAP5 NDNF NDP NDST4 NDUFA4L2 NEBL NEK10 NELL2 NEO1 NEUROD1 NEUROG1 NFIL3 NFIX NFYA NIM1K NKX2-1 NKX2-2 NKX6-1 NLGN2 NMT1 NOL4 NOL4L NOTCH2 NOTCH2NLA NOVA1 NOX3 NPAS2 NPR3 NPVF NR2F1 NREP NRL NRP1 NTNG2 NTRK1 NUP35 NXPH1 OARD1 OCLN OFCC1 OGG1 OGN OGT OLFM4 ONECUT2 OPN3 OPRM1 OSBPL8 OSER1 OSR2 OTOP3 OTP OTUD7B OTX2 OVOL1 PACSIN3 PAK1IP1 PALS1 PAQR9 PART1 PAX2 PAX3 PAX6 PBOV1 PBX2 PCDH18 PCDHA6 PCDHB15 PCDHB3 PCNT PCNX1 PCSK2 PDC PDCD4 PDE1A PDE7A PDGFRA PDLIM1 PDZRN4 PECR PELI2 PENK PGR PGRMC1 PHOX2B PHTF2 PIK3R3 PIP4K2B PITPNC1 PITPNM2 PITX1 PITX2 PJA1 PKP3 PLAU PLEKHA6 PLPP1 PLPP3 PLXNA2 PMEPA1 PMF1 PNMA1 POGZ POLR3GL POMC POPDC3 POU2F1 POU3F4 PPFIBP1 PPM1E PPP1R13B PPP1R14C PPP1R16A PPP1R1B PPP2CA PPP2R2B PRDM1 PRDM8 PRKAB1 PRKAG1 PRKAR2A PRKCH PRL PRMT5 PRODH2 PROK2 PROP1 PRPF38B PRR34 PRRX1 PSD3 PSMC6 PTCHD4 PTH1R PTPN21 PTPRO PURA PXDC1 RAB40A RAB5B RAB6A RAPGEFL1 RARB RASA2 RASL10B RASL11B RAX RBFOX1 RBFOX2 RCAN1 REEP3 REEP4 RFTN2 RFX3 RFXANK RGS12 RGS8 RHBDL3 RIPK4 RNF122 RNF39 ROBO1 ROBO3 RORA RORB RP1L1 RPA2 RPA3 RPIA RPP25 RREB1 RTCB RTN4RL1 RUNX1T1 RWDD3 S100PBP SALL1 SALL3 SCRT2 SECISBP2L SEMA3A SEMA4G SEMA5B SEMA7A SERINC2 SERPINB11 SERPINB7 SERPINC1 SERTAD4 SESN2 SEZ6 SEZ6L SFN SFRP1 SFXN2 SGMS2 SGPP1 SH3BGRL2 SHOX2 SI SIAH3 SIX1 SIX3 SKIDA1 SLC13A1 SLC24A2 SLC26A7 SLC37A4 SLC39A6 SLC44A3 SLC5A12 SLC6A5 SLC7A11 SLC7A9 SLC9A5 SLCO5A1 SLITRK1 SLITRK2 SLITRK3 SLITRK5 SLN SMAD1 SMAD6 SMARCA2 SMOC1 SMURF2 SNTG1 SOAT1 SOBP SOCS5 SOHLH2 SORBS2 SOX5 SP6 SP7 SP8 SPAG5 SPRY1 SRPK2 SRSF7 SSBP3 SSH2 SSPN ST8SIA3 STAC STAC2 STAG2 STAG3 STARD13 STAT3 STAT5B STC1 STK3 STMN2 STX7 STXBP3 SUCLG2 SULF1 SULF2 SUPT3H SYNE2 TAAR5 TAC1 TACSTD2 TAFA1 TAGAP TAL1 TAOK2 TBC1D20 TBC1D21 TBR1 TBX19 TBX6 TECTA TFAP2A TFAP2D TFDP2 TFEC TGM3 TGM6 THADA THRA TLE4 TLL1 TM2D2 TMCC1 TMEM117 TMEM169 TMEM178A TMEM179 TMEM182 TMEM185A TMEM67 TMEM87A TMEM94 TMIGD1 TMPRSS11D TMSB4XP1 TMSB4XP2 TMSB4XP4 TMSB4XP6 TMSB4XP8 TMTC2 TNFSF13B TNRC6A TP53BP1 TP63 TRDN TRIM24 TRPM8 TSC22D3 TSGA10 TSPAN7 TSPAN8 TTC30B TTC39C TUBB TUBB4A TUBB6 TXLNG TXNL4B TYR TYRO3 U2AF2 UBAP1 UBE2E4P UBR3 UBXN10 UNC5B URI1 VAMP8 VLDLR VPS13D VPS45 VWA7 VWF WAPL WDPCP WHRN WIF1 WIPI1 WNT3A WNT5A WNT7A WNT8B WT1-AS XPOT XYLT2 YES1 YPEL4 YRDC ZBED3 ZBTB18 ZBTB20 ZBTB9 ZC3H7A ZCCHC13 ZDHHC12 ZDHHC21 ZEB2 ZFAND6 ZFHX4 ZFP36L1 ZIC1 ZIC4 ZMIZ1 ZNF366 ZNF385B ZNF423 ZNF488 ZNF524 ZRSR2 TAAWWATAG_RSRFC4_Q2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TAAWWATAG_RSRFC4_Q2 ACTC1 ACVR2A ADAM23 ADAMTS14 ALDOA ALPK2 ANKRD44 ANP32C ANP32D ARAP2 ARHGAP26 ARHGEF37 ARMCX6 ARPC5L ATP2A3 ATXN1 BEST3 BEX2 C10orf71 CA7 CAPN3 CDKN1A CELA3A CKMT2 CLDN14 CNMD COL1A1 COL8A1 CPNE7 CPT1B CRTAP CTNND2 CUX1 DGKI DIP2B DLC1 DNAJA4 DOCK8-AS1 DSPP DZIP1L EDEM1 EIF5A ELAVL4 ESAM ESR1 FBXO11 FGF13 FILIP1 FITM1 FOXP1 FXR1 GARIN6 GARRE1 GDPD3 GNB4 GPER1 GPR157 GRB14 GRIA3 GYG1 HDAC4 HIBADH HJV HOXA4 HOXA9 HRK INPPL1 IP6K2 JSRP1 JUN KCNA3 KCNA7 KCNJ9 KCNN1 KCNQ5 KLB KLF14 KLHL41 KTN1 KY LGALSL LIF LPAR4 LRRC20 LSMEM2 LZTS2 MAT2A MIA2 MID2 MORC4 MUSK MYL1 MYL3 MYOCD MYOG NEB NEXN-AS1 NFAT5 NLK NOG NR4A1 NREP NRP2 NRXN3 PABPC4 PACS1 PCDH9 PDGFRA PDLIM1 PER1 PI15 PLEKHH3 PLPP7 PNMA1 PPARGC1A PPP2R3A PRDX5 PRELID3A PRMT3 PTCH1 PTCHD4 PURA RALY RAP2B RAP2C RASGEF1B RNF145 RNF207 SALL1 SATB2 SDHC SEMA6A SHOX2 SLC12A8 SLC2A4 SLC8A3 SLC9A5 SLN SMPX SNAP25 SOX5 ST6GALNAC5 STAG2 STRADB SV2A TACSTD2 TCEA3 TCEAL7 TCF4 TMEM38A TMEM71 TNNC1 TNNC2 TNNI1 TP63 TPP2 TRAK2 TRMT112 TRPS1 TYRO3 USP13 USP2 VEZF1 WBP4 WT1-AS XIRP1 YARS1 ZFAND5 ZHX2 ZMYM2 ZNF385B ZRSR2 TAAYNRNNTCC_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TAAYNRNNTCC_UNKNOWN ADAMTSL2 ADARB2 ALX4 AP2B1 AQP2 ARHGAP5 ARID5A ARMH4 ARRB1 ASIC1 ATF3 ATP2A2 AZIN1 BANP BLZF1 CACNA2D3 CAMK2A CCDC140 CCER1 CDH13 CDK5 CERCAM CGN CNOT4 COL11A2 CREBZF CRH CSF2 CSF3 CTCF DAAM1 DENND2B DIP2B DIS3L DLL4 DNAI4 DNTTIP1 DOLK DUSP10 ELK3 ELMO2 ELOA2 ESM1 ESRRB ESRRG FAM180A FAM181B FAM53B FBXO32 FERD3L FEZF2 FGF20 FGF7 FOXO3 FURIN GABRA3 GAP43 GFPT2 GPC4 GPM6A GPX1 GRID2 GRIN2D HECTD2 HIC1 HOXC11 HOXC4 HOXD10 HOXD12 ID3 IL10 ISL1 ITGB3BP ITGBL1 KCNH2 KCNJ16 KDM6A LINC00649 LINC00663 LINC01597 LMNTD2 LMO3 LONRF3 LRP2BP LRRN3 MAML3 MAP2 MARCKS MDGA1 MGLL MIER1 MITF MSI2 MSX2 MYH2 MYH4 MYH8 NCOR1 NFIL3 NKAPD1 NME7 NOL4 NPFFR1 NPNT NPVF NR1D1 NR5A2 NUDT4 OR8B8 PAK1IP1 PATE1 PATL1 PAX3 PCF11 PCOLCE PHOX2B PIGV PIH1D2 PIWIL2 PLEC PPARA PPIG PPP1R1B PPP2R3A PTF1A PURA R3HDM2 RAPGEFL1 RASSF7 REST RFX2 RTN4RL2 SEMA5B SEMA7A SEZ6 SF3B1 SGMS2 SIAH3 SLC4A1AP SLC4A2 SLC6A2 SLITRK1 SNAP25 SOX4 SPATA7 SSBP3 ST8SIA3 SYNCRIP SYT6 SYTL2 TAS2R40 TBX6 TFAP2B TNFRSF19 TRPM3 UBE2K UNC13D USP3 UTP4 WBP2NL WFDC3 WT1-AS WWC1 XIRP1 ZBTB18 ZCCHC24 ZEB1 ZFPM2 ZIC4 ZMYM4 ZNF143 ZNF423 ZNF646 ZNF668 ZRANB1 TAL1ALPHAE47_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TAL1ALPHAE47_01 ABCD2 ABHD16A ACLY ACVR1 ADGRL2 AFF3 ALDH1A1 AMPH ANGPTL1 AP3S1 ARHGAP22 ARHGEF2 ARL4A ARPC1A ARRDC3 ARSG ASB4 ATG12 ATOH7 B3GALT2 BANF2 BCL11B BRD4 C17orf58 C1QTNF4 C2CD5 C3orf20 C7orf33 CADM2 CBFA2T3 CCDC125 CD79B CDC42EP4 CDH2 CDH23 CDH6 CDK19 CHRNG CHST9 CLVS1 CPE CPNE1 CTDNEP1 DAPK1 DARS1 DCX DDAH2 DDIT3 DLL4 DMD DTX2 DUSP10 E2F7 EHD4 EIF3A ELAVL4 ELF4 ELL2 ELMO1 ELP5 EXOC6 EYA3 FAP FBXO16 FBXW11 FGF7 FGF9 FHL3 FLNA FMNL3 FOXP1 FOXP2 GABARAPL2 GFI1 GFRA1 GFRA3 GJB2 GK GLDN GNAS GPD1 GPR173 GRID2 GRM8 GTDC1 HAAO HCK HECTD1 HES6 HEXIM2 HID1 HOXA1 HOXA11 HOXC12 HRK HTR2C HTR7 IKZF2 INHBE INKA1 ITGA8 ITGBL1 JADE1 KCNJ2 KCNQ1DN KDM4C KERA KIF9 KIRREL2 KLHL18 KLHL35 KMT2E LAMTOR2 LIMA1 LIX1 LRRC42 LRRN1 LRRN2 LTBP1 MACF1 MAF MAP1A MAP2 MAP7 MARCHF3 MARK1 MBD6 MBNL2 MED13 MEF2C MIR22HG MKRN4P MRPL11 MRPL58 MSI1 MYCLP1 NAA15 NABP2 NAV3 NCKIPSD NDP NDUFA4L2 NEUROD2 NEUROD6 NHLH1 NHLH2 NKD1 NPAS2 NPR2 NR6A1 NSG2 NTF3 NUFIP2 NUMBL NXPH3 NXPH4 OGT OMA1 ONECUT1 ONECUT2 OR10J1 OSM PABPC5 PBXIP1 PCDH1 PCDH12 PDE1A PDE4B PDGFB PDLIM4 PHACTR3 PHEX PHF21B PHOX2B PI15 PICALM PLCB1 PMF1 PNMA1 PRG4 PRMT3 PRMT6 PTGR3 PXYLP1 RAB27A RAB30 RADIL RAG2 RCAN2 RCOR2 REPS2 RHOBTB1 RIOK3 RNF133 RNF182 RNF19A RUNX1T1 SAP30L SCGN SCN1B SCN5A SEL1L3 SELENOM SEMA6D SH3KBP1 SHOX2 SIM1 SIX6 SLC2A12 SLC6A10P SLN SMAD3 SND1 SOBP SOX12 SPATS1 SRPX2 SSH2 ST6GALNAC5 STAG1 STAG2 STARD13 STC2 STK3 SULF1 SULT2A1 SWAP70 SYNPR TAC1 TAFA1 TC2N TCF12 TFAP2D TFAP4 TFDP2 TGFB3 TJAP1 TMEM131L TMEM71 TP53INP2 TP63 TPH2 TRIM3 TRIM37 TSKU TSPAN13 TTN UBQLN4 UBXN10 WDR81 WNT6 WWC1 YTHDC1 ZBTB18 ZMYND8 ZNF516-DT ZNF710 ZNF821 TAL1BETAE47_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TAL1BETAE47_01 ABCD2 ABHD16A ACLY ACY3 AFF3 ANGPTL1 APOBEC4 ARHGAP22 ARHGAP44 ARHGEF38 ARL4A ARPC1A ARSG ASB4 ATOH7 BANF2 BARHL2 BEX2 BHLHE22 BRD4 BRME1 C17orf58 C1QA C1QTNF4 C2orf27A C7orf33 CADM2 CBFA2T3 CD79B CDC42EP4 CDH23 CDH6 CELA3A CELA3B CELF1 CEP41 CHAT CHST13 CHST9 CLNK CLVS1 CPNE1 CPNE9 CTDNEP1 DAPK1 DARS1 DCHS2 DCX DDAH2 DDIT3 DLL4 DMD DTX2 DUSP10 EHD4 ELAVL4 ELL2 ELMO1 ELP5 EPB41L4B EPHB2 EXOC6 EYA3 FAP FBRS FGD4 FGF10 FGF7 FGF9 FHL3 FMNL3 FNDC3A FOXB1 FOXP1 FOXP2 GABARAPL2 GABRA6 GFI1 GFRA1 GFRA3 GIGYF2 GK GLDN GNAI2 GNAS GPD1 GPR173 GPX1 GRID2 GTDC1 GTF2A1L HAAO HCK HCN4 HECTD1 HNF1B HOMEZ HOXA11 HOXA7 HOXB6 HRH3 HRK HSD11B1 HSPB6 HTR2C HTR7 INHBE ITGA8 ITGBL1 JADE1 KCNIP2 KCNJ2 KCNQ1DN KERA KIF9 KIRREL2 KIRREL3 KLF8 KLHL18 KLHL35 KMT2E KRAS LAMTOR2 LEF1 LIMA1 LIN28A LLGL2 LRRC8C LRRN1 LTBP1 MAP7 MARK1 MBD6 MBNL2 MED27 MEF2C MOAP1 MRPL58 MYCLP1 MYOCD NAA15 NABP2 NAT14 NCKIPSD NDP NDUFA4L2 NEB NEUROD2 NHLH1 NKD1 NPAS2 NPR2 NR2F6 NXPH4 OMG OSM PACRG PBXIP1 PCDH1 PCDH12 PDE1A PDLIM4 PHACTR3 PHEX PHF21B PHOX2B PI15 PIK3R1 PLCB1 PLPP3 PLXNA3 PMF1 PNMA1 POU4F1 PPP3CB PRG4 PRKN PRMT3 PROK2 PYY PYY2 R3HDM1 RAG2 RASL11B RBPJ RCAN2 RCOR2 RIOK3 RNF182 RNF19A RORB RTL9 RUNX1T1 S100A10 SAP30L SCGN SCN1B SCN5A SEL1L SELENOM SEMA6D SERPING1 SERTAD4 SH3KBP1 SIM1 SIX6 SLC18A3 SLC24A3 SLC6A10P SMAD3 SMARCA1 SMTN SOBP SOX5 SRPX2 ST3GAL2 ST6GALNAC5 STAG1 STAG2 STARD13 STK3 SULF1 SWAP70 TAC1 TAFA1 TCF12 TFAP4 TFDP2 TJAP1 TLK1 TMEM131L TMEM59L TMEM71 TMPRSS11F TP53INP2 TP63 TRIM3 TRIM37 TSKU TSPAN13 TSPAN33 TTN UBE2E4P UBQLN4 UBXN10 UPK2 VWA5B1 WNT6 WNT9A WWC1 ZBTB18 ZFPM2 ZNF485 ZNF516-DT ZNF821 TAL1BETAITF2_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TAL1BETAITF2_01 ABCD2 ABHD16A ACLY ACY3 ADGRL2 AFF3 ANGPTL1 APOBEC4 ARHGAP22 ARHGAP44 ARHGEF38 ARL4A ARPC1A ARSG ASB2 ASB4 ATOH7 ATP13A1 ATP8A1 B3GALT2 BANF2 BCL11B BCL6B BHLHE22 BRD4 BRME1 BRPF1 C12orf54 C17orf58 C1QTNF4 C3orf20 C7orf33 CADM2 CBFA2T3 CCDC26 CD79B CD81 CDC42EP4 CDH23 CDIN1 CDK19 CDK6 CHST9 CLVS1 CPE CPNE9 CTDNEP1 CTLA4 DAPK1 DARS1 DCX DDAH1 DDAH2 DDIT3 DLL4 DMC1 DMD DNAH9 DUSP10 E2F7 EFS EHD4 ELAVL4 ELF4 ELL2 ELMO1 ELP5 EPHB2 EYA3 FAP FBXO16 FBXO36 FGD4 FGF13 FGF9 FIBCD1 FKRP FLNC FMNL3 FNDC3A FOSB FOXB1 FOXO4 FOXP1 FOXP2 FRMD6 GABARAPL2 GABRA6 GFI1 GFRA1 GFRA3 GLDN GPD1 GRID2 GTDC1 HAAO HECTD1 HEXIM2 HID1 HIVEP3 HOMEZ HOXA1 HOXA11 HOXB6 HRK HSD11B1 HSPB6 HTR2C HTR7 IKZF2 INKA1 INMT ITGA8 ITGBL1 JADE1 KCNJ2 KCNQ1DN KCTD15 KDM4C KERA KIF9 KIRREL2 KLF8 KLHL18 KLHL35 LAMTOR2 LEF1 LIMA1 LIN28A LINC02908 LIX1 LRP5 LRRC42 LTBP1 LVRN MACF1 MAP1A MAP7 MARK1 MBD6 MBNL2 MED13 MID1 MIR137HG MOAP1 MRPL11 MRPL58 MSI1 MUSK MYCLP1 MYL6B MYOCD NAA15 NABP2 NAP1L1 NCKIPSD NDUFA4L2 NEB NEUROD2 NEUROD6 NHLH1 NHLH2 NKAIN3 NPR2 NSD1 NUFIP2 NUMBL NXPH3 NXPH4 OPTC PAK3 PBXIP1 PCDH12 PDCD10 PDE1A PDGFB PDIA6 PDLIM4 PHACTR3 PHF21B PHOX2B PI15 PICALM PLCB1 PNMA1 PRDM8 PRG4 PRMT3 PROK2 PTGR3 PYY PYY2 RAB27A RAG2 RASL11B RCAN2 RCOR2 RGS3 RHOH RIOK3 RNF182 RNF19A RP1L1 RRAS2 RUNX1T1 SAP30L SCARF2 SCGN SCN1B SEL1L3 SELENOM SEMA6D SERPINI1 SERTAD4 SH3KBP1 SHOX2 SIM1 SLC6A10P SLC9A9 SLN SMAD3 SOBP SORBS1 SOX12 SOX5 ST3GAL2 ST6GALNAC5 STAG1 STAG2 STARD13 STK3 STRN4 SULF1 SWAP70 TAC1 TAFA1 TCF12 TFAP2D TFAP4 TFDP2 TJAP1 TMEM59L TMEM71 TMPRSS11F TNFAIP8 TP53INP2 TPH2 TRIM3 TRIM37 TSKU TSPAN33 TTN UBE2E4P UBQLN4 UBXN10 WWC1 ZBTB18 ZBTB20 ZFP36L1 ZFPM2 ZMYND8 ZNF485 ZNF513 ZNF516-DT ZNF710 ZNF821 TATAAA_TATA_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TATAAA_TATA_01 A1CF ABCA1 ABCB1 ABCC5 ABCC6 ABCG2 ABI3BP ABLIM1 ABR ACE ACKR1 ACTA1 ACTB ACTC1 ACTG2 ACTN2 ACTR3 ADAM10 ADAM11 ADAMTS1 ADAMTS5 ADAMTSL2 ADCK1 ADGRB3 ADGRD1 ADGRL1 ADK ADTRP AFM AFP AGBL2 AGPAT4 AGR3 AGT AGTR1 AIG1 AKAP8L ALDH1A2 ALDH4A1 ALDOB AMDHD2 AMELX AMELY AMPD1 ANGPT1 ANGPT4 ANGPTL1 ANGPTL4 ANK3 ANKRD23 ANKRD30BP2 ANKRD39 ANKS1B ANXA1 AOC2 APCDD1L APOA5 APOBEC2 APOC2 APOD APOLD1 AQP1 AQP3 ARAP2 AREG ARF6 ARFGEF1 ARFIP1 ARHGEF2 ARL4D ARMC2 ARPC2 ARRDC3 ART3 ART5 ASB16 ASB18 ASB4 ASB5 ASCL3 ASIC2 ASIC5 ATF4 ATG13 ATL3 ATOH7 ATP1B2 ATP1B4 ATP5MC2 ATP6V1B2 ATXN1 ATXN7L1 B3GALT4 B3GALT6 B3GLCT BACH2 BBS1 BCL6 BCO2 BDNF BEX2 BGLAP BHLHE22 BICD1 BLCAP BLK BLOC1S4 BMI1 BMP5 BMPR1B BNC2 BNIP3 BPI BPIFA1 BRAF BRCA2 BRMS1L BRS3 C10orf71 C17orf58 C19orf48P C1QTNF3 C1orf122 C2CD4A C2orf27A C5orf46 C6 C8A C8orf82 CA2 CA4 CA7 CAB39L CABLES1 CACNG2 CADM1 CALD1 CALR CAPN13 CARF CBLN4 CCDC138 CCDC140 CCDC3 CCDC43 CCDC71L CCDC85B CCDC88A CCL15 CCL23 CCL4 CCL5 CCL7 CCN1 CCN2 CCNG1 CD24 CD36 CD69 CD96 CDC42EP3 CDC73 CDH20 CDIN1 CDIPT CDKN2C CDX1 CDX2 CEBPB CELA1 CELF1 CELF3 CELF4 CEMIP CEP95 CFL2 CFTR CGA CGB2 CGB3 CGB7 CGB8 CHAD CHCHD7 CHD2 CHM CHMP1B CHRDL1 CHRM2 CHRNB1 CILK1 CIPC CITED1 CITED2 CKB CLCA4 CLCN1 CLDN17 CLEC1A CLEC3A CLEC4D CLN5 CLRN1 CLRN3 CLUAP1 CNGB3 CNN1 CNR1 CNTLN CNTN1 CNTN4 CNTN6 COCH COL10A1 COL11A2 COL13A1 COL19A1 COL1A1 COL1A2 COL8A1 COLCA1 COMMD3 COQ8B COX7A2 CP CPA4 CPB1 CPEB4 CPNE1 CPNE3 CRABP2 CRBN CRCT1 CREB5 CREBRF CREM CRH CRISP1 CRNN CRTAC1 CRYBA1 CRYBA2 CRYGS CSDE1 CSF3 CSH1 CSH2 CSHL1 CSNK1A1L CSNK1E CSRNP3 CTAGE1 CTCF CTHRC1 CTLA4 CTNNA2 CTNNA3 CTNNAL1 CUL3 CUX1 CX3CL1 CXCR4 CYCS CYLD CYP1A1 CYP1A2 CYP20A1 CYP26A1 CYP26B1 CYP26C1 CYP2A13 CYP2A6 CYP2A7 CYP2C18 CYP2E1 CYP39A1 CYP7A1 CYSLTR1 CYYR1 DCAKD DCDC1 DCLRE1A DCX DDIT4L DDX5 DEFB1 DENND2B DEPDC7 DES DHRS11 DIAPH3 DIO2 DIO3 DIRAS1 DIS3L DKK1 DKK2 DKK4 DLG2 DLX1 DMBT1 DMD DMPK DMXL1 DNAJA4 DNAJC1 DNAJC7 DNASE1L3 DNM2 DOCK11 DPT DSG1 DSPP DSTN DUOX2 DUOXA2 DYRK2 EBF2 EBP ECI1 ECM1 ECT2 EDC4 EDN1 EEF2 EFEMP1 EGF EGR2 EHD1 EID1 EIF3J EIF4A2 ELAVL2 ELAVL3 ELF1 ELMO1 ELMO3 EMC6 EMP3 EMSY EN1 ENAM ENPP2 ENSG00000255537 ENSG00000291228 ENTHD1 EOMES EPHA7 EPN1 EPX EREG ERO1B ESM1 ESR2 ESRRG ETV1 ETV5 EYA1 FABP1 FABP6 FAM110D FAM117A FAM118B FAM133A FAM78A FAM81B FAM89A FARP1 FBLN5 FBXO36 FBXW11 FCRLA FDCSP FERD3L FEV FGD4 FGF10 FGF14 FGF16 FGF21 FGF5 FGF8 FGFBP3 FHL2 FLI1 FLRT1 FLT1 FN1 FOS FOSL2 FOXA1 FOXA3 FOXD3 FOXN3 FOXP1 FOXP2 FOXP3 FSHB FST FURIN FXYD1 FYN FZD8 G0S2 G6PC1 GABRA1 GABRB2 GADL1 GALNT3 GALNT7 GAPDH GARRE1 GBE1 GCG GDF15 GDNF GDPD3 GEM GEMIN8 GEN1 GFRA1 GH1 GH2 GIT1 GJA10 GJB1 GKN2 GLIS3 GLRA2 GLUD1 GOLGA1 GORAB GPBP1L1 GPC6 GPER1 GPR153 GPR85 GPRASP3 GPRC5D GPX1 GRHL2 GRID2 GRIK4 GRIN2B GRP GSC GSTM3 GTF2A1 GTF2A1L GTF3C1 GUCY2C H1-1 H1-3 H1-4 H2AC1 H2AC12 H2AC13 H2AC20 H2AC21 H2AC8 H2AZ1 H2BC1 H2BC12 H2BC21 H2BC3 H2BC5 H2BC8 H3-3B H3-4 H3C1 H3C10 H3C12 H3C3 H4C1 H4C4 HAND2 HAP1 HAPLN1 HARBI1 HARS1 HARS2 HAVCR2 HBEGF HCRT HDAC7 HDAC9 HECA HERC1 HESX1 HFM1 HIVEP3 HMGCS1 HMGCS2 HMGN2 HMGN3 HNF1A HNRNPA0 HNRNPAB HNRNPD HOMER2 HOOK1 HOXA10 HOXA11 HOXA2 HOXA6 HOXA9 HOXB3 HOXB4 HOXB5 HOXB6 HOXB8 HOXC12 HOXC4 HOXC5 HOXC6 HOXD11 HOXD3 HOXD9 HPSE2 HRC HS3ST4 HS6ST2 HSD3B7 HSPA13 HSPB3 HSPB7 HTN1 HTR7 IBSP ICAM1 ID1 ID2 ID3 IFNB1 IFNG IFT57 IGF1 IGFBP4 IGSF21 IGSF9B IKZF4 IL10 IL13 IL17A IL17F IL1F10 IL1R2 IL1RAPL1 IL1RN IL2 IL22 IMPDH2 ING1 INHBA INO80 INS INSL5 INSM2 INVS IRAK1 IRS1 IRS4 IRX4 ISCA2 ITGA7 ITGB3BP ITIH6 ITPKC IVL JAM3 JPH1 JPT1 JPT2 JUNB KAT7 KBTBD12 KCNH2 KCNIP4 KCNJ13 KCNJ14 KCNK12 KCNMB3 KCNN3 KCTD15 KCTD8 KDM6A KIRREL2 KITLG KLF14 KLF3 KLF3-AS1 KLHDC8B KLHL1 KLHL13 KLHL28 KLHL40 KLHL41 KRT10 KRT14 KRT16 KRT17 KRT20 KRT222 KRT23 KRT25 KRT26 KRT27 KRT28 KRT31 KRT33A KRT33B KRT35 KRT36 KRT73 KRT76 KRT8 KRT86 KRTAP10-3 KRTAP11-1 KRTAP12-1 KRTAP12-2 KRTAP12-3 KRTAP12-4 KRTAP13-1 KRTAP13-3 KRTAP13-4 KRTAP17-1 KRTAP19-1 KRTAP19-7 KRTAP20-2 KRTAP21-1 KRTAP21-2 KRTAP4-7 KRTAP6-1 KRTAP6-2 KRTAP6-3 KRTAP8-1 KRTAP9-2 LAMP5 LAPTM5 LBX1 LCE5A LCN1 LCP1 LDB2 LEAP2 LECT2 LEFTY1 LEFTY2 LGALSL LGI1 LGSN LHB LHX5 LHX6 LIF LIN54 LINC00310 LINC00649 LINC00670 LINC01597 LIX1 LMO2 LNPK LPAR4 LPCAT3 LPL LPO LRFN5 LRMDA LRP2BP LRR1 LRRFIP1 LRRN4CL LRRTM3 LSM5 LTA LUC7L LUC7L3 LY6G6C LYG2 LYPD1 LYPLAL1 LYRM2 LYSMD2 MAB21L1 MAB21L2 MACIR MACO1 MAF MAN1C1 MANF MAP1B MAP2K5 MAP2K6 MAP3K13 MAP4K4 MAP9 MAPK8 MAPRE1 MARCO MASP1 MAT2A MBD3L1 MBD6 MBTPS2 MEIS1 MEIS2 MEMO1 MEOX2 MFSD6 MGAT3 MGME1 MGP MGST3 MIA2 MID1 MID1IP1 MID2 MIP MIR503HG MITF MLH3 MLIP MMP10 MMP13 MMP19 MMP20 MMP23A MMP23B MMP3 MMP7 MMP8 MON1A MOS MOSMO MPC2 MPIG6B MPP4 MPPED2 MRPS18B MS4A14 MSC MSMB MSS51 MSTN MT3 MT4 MTCH2 MTUS1 MYB MYC MYCT1 MYF6 MYH1 MYH11 MYH13 MYH2 MYH3 MYH4 MYH6 MYH8 MYL1 MYLK MYO18A MYO3B MYOC MYOCD MYPN NANOS1 NAP1L3 NAT8L NAV3 NCALD NCOR1 NDP NDRG2 NDST3 NDST4 NDUFA7 NEDD4 NEFH NEFM NEK10 NEU2 NEUROD6 NEXN NFIB NFIL3 NFKBIA NHLRC2 NHS NIPBL NKIRAS2 NKX2-8 NME5 NMT1 NNT NOG NOS1 NOS1AP NOS2 NPC2 NPPA NPPC NPVF NPY5R NR0B1 NR0B2 NR2F1 NR2F2 NR4A1 NR4A3 NR5A2 NRAS NRN1L NRP2 NSD2 NTF3 OFCC1 OGFOD1 OGN OLIG2 OLIG3 OMG OPA3 OPHN1 OPN1LW OR2K2 ORAI3 ORC2 ORM2 OSBPL8 OSR2 OTOF OTOP2 OTOS OTP OTX2 OVCH2 P2RX5 P2RY12 P4HA1 PA2G4 PABIR1 PABPC4 PACSIN3 PADI4 PAIP2 PAK6 PANK1 PAPPA PARP16 PART1 PATE1 PATZ1 PAX3 PBK PCBP1 PCDH8 PCDHA11 PCDHGA11 PCF11 PCGF5 PCYT1B PCYT2 PDGFB PDGFC PDIA4 PDIA6 PDK4 PDLIM3 PDZD2 PDZRN4 PEG3 PENK PEX3 PGC PHF20L1 PHOX2B PI15 PIAS1 PITX2 PKP1 PLA2G4B PLAG1 PLAGL2 PLEC PLEKHA1 PLOD2 PLTP PLXNA2 PMCH PMEPA1 PMP2 PNLIP PNLIPRP2 PNMA1 POFUT1 POLE4 POSTN POU1F1 POU2F1 POU3F2 POU4F1 POU4F3 PPARG PPARGC1A PPBP PPP1R10 PPP1R12A PPP1R15A PPP1R3A PPP2R1B PPP2R2A PPP2R3C PPP2R5E PPY PRAC1 PRDM1 PRDM12 PRDX1 PRIM2 PRKAA2 PRKACA PRKACB PRKAG1 PRKG2 PRL PRLHR PRM2 PRMT3 PROK2 PROM1 PRPH PRPS1L1 PRPSAP2 PRSS1 PRSS2 PSAP PSCA PSMA8 PTCH2 PTH PTHLH PTPN21 PTPRD PUM2 PUM3 PURA RAB3A RAB5B RABEPK RABL6 RAD17 RAI2 RAPGEF4 RARA RARG RASAL2 RASGRP3 RASL11B RASSF2 RBBP9 RBFOX2 RBM12 RBM14 RBM8A RBMS1 RBMX RBMXL2 RBP2 RBP4 RCN3 RCOR1 REG1A REG1B REG3A REG3G RERG RFX4 RGS1 RGS13 RGS3 RGS4 RHO RHOA RHOBTB1 RIMOC1 RIOX2 RIT1 RLN3 RND3 RNF148 RNF17 RNF19B RNF207 RNF39 RNF43 RORA RORB RPA3 RPA4 RPF2 RPLP0 RPS19 RPS28 RRAGB RRH RRM2B RTL3 RTL9 RTP1 RUNX1T1 RUNX2 RXFP2 S100A2 S100A4 S100A8 S100A9 S100G S100PBP SAMD11 SAP18 SARNP SATB2 SCAMP3 SCARF1 SCGN SCHIP1 SCN3B SCN8A SCRT2 SCUBE3 SDR9C7 SECISBP2L SELE SELENOP SEMA3A SEMA3C SEMA4B SEMA4C SEMA6B SEMA6D SENP8 SEPHS1 SERPINA7 SERPINB13 SERPINB2 SERPIND1 SERPINE1 SESTD1 SH3BGRL3 SH3GLB2 SHOX2 SIM1 SKAP1 SKAP2 SKIDA1 SLC12A3 SLC16A7 SLC25A27 SLC25A4 SLC26A7 SLC26A9 SLC27A2 SLC29A3 SLC2A1 SLC2A3 SLC2A4 SLC30A1 SLC34A1 SLC35B3 SLC35C2 SLC35D1 SLC37A4 SLC38A4 SLC3A1 SLC4A9 SLC50A1 SLC5A7 SLC6A14 SLC9A5 SLCO1A2 SLCO2A1 SLCO3A1 SLF1 SLITRK2 SMAD9 SMG6 SMOC1 SMYD1 SNAP25 SNX21 SNX5 SNX6 SOBP SOCS1 SORCS1 SOSTDC1 SOX2 SOX3 SOX30 SOX5 SOX9 SP6 SP8 SPEM1 SPEN SPINK5 SPINK7 SPOCK2 SPRR1A SPRR2A SPRR2B SPRR3 SPTA1 SPTAN1 SPTB SRF SRGAP2 SRPK3 SRR SRSF2 SRSF3 SRSF6 SRSF7 SRSF8 SSH3 STAC STAG2 STAG3L4 STC1 STEAP4 STIM1 STIM2 STK3 STMN2 STPG4 STRADB STXBP4 SULF1 SULT1B1 SULT2A1 SUMO4 SUPT4H1 SYMPK SYNE1 SYNE2 SYT7 SYT9 SYTL2 TACR1 TAF7L TAFA1 TANK TAX1BP3 TBCC TBL1XR1 TBPL2 TBX20 TBX3 TBX4 TBX6 TBXAS1 TCF12 TCF21 TCF4 TCF7 TCTA TDO2 TEAD1 TECR TEF TENM1 TENM3-AS1 TENT5A TES TFAP2A TFAP2B TFDP2 TG TGFB2 TGFB3 TGIF1 TGM3 THAP8 THBD THBS2 TIGD3 TIGD4 TLE3 TLE4 TLK1 TM4SF4 TMCC1 TMEM117 TMEM178A TMEM182 TMEM62 TMEM86B TMEM88 TMIGD1 TMPRSS3 TMTC1 TMTC2 TNF TNFAIP8 TNFRSF17 TNFRSF25 TNFSF10 TNKS TNMD TNNI2 TNNT1 TNRC6A TOB1 TOGARAM1 TOP2A TPH2 TPM2 TPM3 TRAF7 TRAK2 TRDN TRIM2 TRIM59 TRIM63 TRMO TRPC4 TRPM4 TRPM7 TRPM8 TRPV6 TSC1 TSC22D1 TSC22D3 TSGA10 TSHB TSHZ3 TSLP TSPAN12 TSPAN13 TSPAN9 TSPEAR TTC17 TUBA4A TUBA4B TULP4 TWIST1 UBE2B UBE2E4P UBE2H UBE2S UCHL1 UCKL1 UQCRFS1 USH1G USP16 USP26 USP47 UTRN UTS2 UTY VANGL1 VCAM1 VCPKMT VEZF1 VGF VGLL3 VIP VIT VMO1 WBP4 WDR62 WDR82 WFIKKN2 WIF1 WIPI1 WNK2 WNT2 WSB2 WWC2-AS2 XK XPO4 XRN1 YRDC ZBBX ZBTB10 ZBTB18 ZBTB20 ZBTB9 ZC3H10 ZFP36L1 ZG16 ZIC3 ZIC5 ZIM2 ZKSCAN5 ZMYND8 ZNF143 ZNF334 ZNF385B ZNF407 ZNF423 ZNF436 ZNF436-AS1 ZNF516-DT ZNF654 ZNF691 ZNF711 ZNF827 ZNG1A ZNG1B ZRANB1 ZRSR2 ZUP1 ZZZ3 TATA_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TATA_01 ABCA1 ABLIM1 ACTA1 ADAM11 ADAMTS1 ADAMTS15 ADAMTSL2 AGT AMPD1 ANGPT4 ANKMY2 AQP1 ARHGEF2 ARHGEF38 ASB16 ASB4 ATOH1 ATXN7L1 BACH1 BHLHE22 BMI1 BNIP3 BPIFA1 BZW2 C2CD4A CA2 CARF CBLN4 CCL5 CCL7 CDC25B CDX1 CELF4 CEMIP CEP95 CFL2 CILP CIPC CKB CKM CLCN1 CNN1 COL10A1 COL13A1 COL1A1 CRABP2 CRYAB CRYBA1 CSH1 CSH2 CSHL1 CSNK1E CTNNA3 CX3CL1 CXCR4 CYB561D1 CYP1A2 DDX3X DDX5 DES DIO2 DIRAS1 DKK1 DKK2 DMPK DUOX2 DUOXA2 DYRK2 ECE2 EDN1 EEF1A1 EEF2 EGFL7 EGR2 EIF4A2 ELAVL3 ERRFI1 ESRRG FGF16 FGF19 FGF20 FGF4 FGFRL1 FOXP3 FSHB GADD45G GARRE1 GBE1 GCH1 GH1 GH2 GPRC5D GRID2 GRIN2B GSC GTF2A1 H1-1 H1-2 H1-5 H1-6 H2AC1 H2AZ1 H2BC1 H3-3B H3-4 HBEGF HBZ HDLBP HNRNPA0 HOXA10 HOXA11 HOXC4 HOXC5 HOXD4 HOXD9 HSPB2 HTN1 IL10 IL11 IL17A IL22 ITPR1 JARID2 KIRREL2 KLF2 KLHL40 KRT1 KRT10 KRT2 KRT24 KRT25 KRT26 KRT77 KRTAP11-1 KRTAP12-3 KRTAP12-4 KRTAP20-2 KRTAP21-1 KRTAP4-1 KRTAP4-2 KRTAP4-4 KRTAP6-2 KRTAP9-2 LCE5A LEAP2 LHX6 LIF LTA MAP2K5 MAT2A MID1 MIP MITF MLIP MMP10 MMP20 MRPS18B MSTN MT3 MT4 MYCT1 MYF6 MYH1 MYH3 MYH4 MYOZ2 NANOS1 NASP NDP NDRG2 NEFH NEFM NEUROG2 NHS NNT NOG NPAS4 NPPA NPTX1 NR0B2 NR4A1 OLIG2 OLIG3 PABPC4 PANK1 PATZ1 PCDH8 PDLIM7 PDYN PLAG1 PMEPA1 PNMA1 POMC POU3F4 PPARG PPP1R10 PRDM10 PRDM12 PRDX1 PTP4A1 PURA RASGRP3 RBP2 RGS1 RGS4 RHOA RHOBTB1 RLN3 RPL10 RPS3 RUNX2 S100A4 SCAMP3 SCHIP1 SCN8A SELENOP SERPINH1 SIM1 SLC25A4 SLC2A4 SLC34A1 SLC50A1 SMYD1 SOSTDC1 SOX3 SOX5 SPRR1B SRSF3 STAC STC1 SUPT4H1 TCF7 TCTA TGM3 TMEM117 TMPO TNFRSF17 TNFSF10 TNNC2 TPM1 TRDN TSC1 TSC22D1 TSC22D3 TSHB TSPAN13 TTC17 TTR TUBA4A TUBA4B UCN WDR82 WSB2 XK ZC3H10 ZFP36L2 TATA_C https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TATA_C AAK1 ABCA1 ACTB ADTRP AGPAT4 AKAP12 ALDOB AMDHD1 AMY2A ANXA1 AQP8 ARHGEF2 ARRDC3 ASB5 ATF3 ATOH1 ATP5MC2 ATP6V1G3 AZIN1 BACH1 BARHL1 BCL11B BDNF BIN1 BMI1 BMPR1B BNIP3 BPIFA1 C12orf42 CA2 CALCOCO1 CAPN6 CAVIN2 CCDC38 CCDC60 CCDC85B CCDC91 CCL7 CCN1 CCR7 CD109 CD24 CD96 CDC26 CDC42EP2 CDX1 CEP95 CFL2 CHD2 CHMP1B CIPC CITED1 COL1A1 COL8A1 CRABP2 CRHBP CRNN CTDSP1 CTNNA3 CUEDC2 CYB561D1 CYB561D2 DDX5 DIO2 DKK2 DUOX2 DUOXA2 EEF2 EGF EHF EIF4A2 ELAVL2 ELMO3 EPAS1 EPC1 ERRFI1 ESR2 ESRRG EYA1 FABP4 FAM110D FAM53C FBXL22 FBXO36 FGF23 FGFBP3 FIP1L1 FOXG1 FOXP1 FOXP3 FSHB GADD45G GCH1 GEN1 GJA5 GNAZ GPR50 GPRC5D GRK5 GRM2 GTF2A1L GTF3C1 H2AX H3-3B H3-4 HAMP HAS2 HERPUD1 HIVEP1 HIVEP3 HMGN2 HNF4G HNRNPA0 HOXA10 HOXA9 HOXB4 HOXB6 HOXB8 HOXB9 HOXC4 HOXC5 HOXC6 HOXD10 HOXD9 HPSE2 HS3ST4 HSD17B8 IGSF9B IL17A IL17F IL1B IL1RAPL1 IL22 INVS ITGB1BP2 JARID2 JPT2 JUND KAT6A KCNA3 KCNJ8 KCNK12 KCNK3 KCTD15 KITLG KRT25 KRT26 KRTAP9-2 LAPTM5 LCE5A LDB2 LEAP2 LMO2 LMOD1 LOX LPL LTBP1 MAF MAPK10 MAPRE1 MECOM METAP1 MKNK1 MMP10 MMP13 MMP20 MMP3 MRPS18B MT3 MYCT1 MYH1 MYH11 MYH2 MYH3 MYH4 MYL1 MYL2 MYLK MYO18A NAALADL2 NAV3 NEDD4 NEUROD1 NFATC2 NKX2-5 NKX6-1 NOL12 NOX3 NPPA NPY NR5A2 NRAP NSMCE3 OLIG2 OLIG3 OR6C3 ORAI3 OTP OTUB1 OTUB2 OTX2 PA2G4 PACSIN3 PANK1 PBX1 PDGFRB PDHA2 PDYN PHEX PITX2 PKIA PLA2G4B PLPP1 PPARGC1B PPM1E PPP1R10 PPP1R12A PPP2R5E PRDM1 PRDM12 PRDM16 PRKAG1 PRKAR2B PRMT3 PRPF4 PURA RAB15 RAB33A RAB5B RANBP10 RASL11B RBFOX1 RBP2 RFX4 RHOA RHOH RTN1 S100A10 S100G SATB1 SEMA3A SETBP1 SHANK2 SHISA6 SIM1 SLC12A2 SLC50A1 SLIT3 SLITRK1 SLITRK2 SNRPF SOX5 SREK1 SRF SRPK2 SSBP3 STC1 STK39 SVIL TAF7L TAGLN TBX3 TCF4 TCTA TGFB2 TGFB3 TGFBR1 TICRR TLE3 TOB1 TOPBP1 TRPC4 TSHB TSHZ1 TWIST1 UBE2F UBR4 UCKL1 VANGL1 VIP VSTM2L WDR20 WDR82 WSB2 ZC3H10 TAXCREB_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TAXCREB_01 ANKS1A APPBP2 ARIH1 ARMCX3 ARRB2 ASXL1 ATF1 BAHD1 BNIP2 BRAF C11orf87 CALM2 CAMK2D CCND2 CD2AP CDC42 CDK5R2 CDKN1B CEBPB CLSTN3 CORO6 CTCF CYLD DAGLA DLAT DLST DLX5 DNAJB2 DUSP1 EIF4A2 FAM117B FAM131A FGF14 FOS FOSB G6PC1 GATA1 GEM GLYR1 GPC6 GPM6B GPR158 GPR3 GSPT1 GTF2A1 HAS1 HHIP HOXA10 HOXB1 HS6ST2 IRF2BPL IRX4 JADE3 JUND KCNT2 KDELR3 KDM2A KDM3B KIF7 KLF13 KLF9 LINC00671 LMO4 LUC7L2 MAFF MAGI1 MAP1LC3A MARCHF6 MARCKS MBNL2 MLF2 NINJ1 NLK NOL4 NR2F1 NR4A3 NSD3 NTRK2 OSBP OSR1 OTUB2 PAFAH1B1 PAK1 PAMR1 PCF11 PEG3 PHF12 PHF20L1 PLCB3 PLK4 PNRC1 POLDIP3 PPP2CB PRMT3 PTPRU RAB37 RBP5 RFX5 RING1 RPS27 RUNDC3A SCAMP5 SDHB SHANK2 SIK1 SIX3 SLC25A5 SLC30A5 SMARCA5 SMARCD1 SMIM19 SOX10 SRSF1 SSTR3 TAF11 TAGLN2 TAPT1 TAPT1-AS1 TFIP11 TLNRD1 TM9SF3 TMEM59L TMUB2 TRAPPC10 TRIM39 TSC22D2 TSPAN7 TUBA3C TUT1 USP14 VAMP2 VEGFA VEZF1 VGF XPR1 ZBTB7A ZFY ZIM2 ZNF516-DT ZNF644 TAXCREB_02 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TAXCREB_02 ADIPOR2 ARIH1 BCL11A CAPN6 CRLF1 DCAF1 DIAPH1 DLK1 EEF1A1 EMP3 ERLIN1 JAG1 LIN28A LMTK2 NAB2 NKX2-3 NOL10 OTP PPP1R11 RAPGEFL1 S100A10 SERTAD1 SGIP1 SSBP3 STX12 ZMYM5 ZNF362 TBP_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TBP_01 ABCC6 ABLIM1 ABR ACTA1 ACYP2 ADAM11 ADGRD1 AGT AMDHD2 AMPD1 ANGPT4 ANKRD23 ANKS1B AOC2 AQP1 ART3 ART5 ASB16 ASB18 ASB4 ASB5 ATXN1 ATXN7L1 B3GALT6 BEX2 BICD1 BNC2 BRAF C10orf71 C12orf57 CBLN4 CCDC140 CCL15 CCL23 CDC42EP3 CDH20 CELF3 CELF4 CFL2 CHMP1B CHRDL1 CKB CLCN1 CLDN23 CLRN1 COL10A1 COL13A1 COL1A2 CPA4 CPEB4 CPNE1 CRISP1 CSDE1 CSNK1E CTCF CTNNAL1 CUL3 CYP26B1 DES DIRAS1 DKK4 DLG2 DMD DMPK DNAJA4 DNM2 DYRK2 EGR2 EHD1 ELMO1 EMC6 EN1 ENSG00000291228 EPHA7 ESRRG FAM78A FBXW11 FGF21 FGF5 FHL2 FLI1 FOS FOXN3 FXYD1 FZD8 GABRB2 GALNT1 GCG GDPD3 GIT1 GPBP1L1 GPR153 GRIK4 GRIN2B GSC H1-1 H2AC1 H2AC20 H2AC21 H2BC1 H2BC21 HAND2 HAPLN1 HBEGF HDAC7 HDAC9 HNF1A HOXA10 HOXB4 HOXB5 HOXC4 HOXC5 HOXC6 HRC HSPB3 IFNB1 IGF1 IGSF21 IGSF9B ITGA7 ITGB3BP KAT7 KBTBD12 KCTD15 KLHDC8B KPNA3 KRT222 KRT26 LBX1 LGALSL LGI1 LHX5 LINC00670 LINC01597 LPAR4 LRRTM3 LUC7L LYPD1 MACO1 MAP2K5 MAT2A MEIS1 MEOX2 MGAT3 MIR503HG MSC MYH8 MYOCD NANOS1 NAT8L NCOR1 NDRG2 NDST4 NME5 NNT NOG NOS1AP NOS2 NR0B1 NR0B2 NR4A1 NRN1L NTF3 OGFOD1 P2RX5 PACSIN3 PAK6 PANK1 PATE1 PATZ1 PAX3 PLA2G4B PLAGL2 PLEC PMEPA1 PNMA1 POFUT1 POU4F1 PPARGC1A PPP1R3A PPP2R2A PRKAA2 PRKAG1 PTF1A RAB5B RARA RASGRP3 RCOR1 RHOBTB1 RILP RIT1 RPS19 RTL3 RTL9 RXFP2 S100A4 SCHIP1 SECISBP2L SEMA4B SERPINB13 SH3BGRL3 SH3GLB2 SKIDA1 SLC25A4 SLC26A9 SLC2A4 SLC30A1 SLC35C2 SLC35F5 SLC3A1 SOX5 SOX9 SPTB SRSF3 SSH3 STAC SULT2A1 SUPT4H1 SYTL2 TAX1BP3 TECR TEF THBS2 TLK1 TMEM117 TMEM178A TMEM86B TMEM88 TNFRSF17 TPM2 TRDN TRIM63 TRPM4 TSC1 TSC22D1 TSPAN13 TSPEAR TTC17 TUBA4A TUBA4B USP47 WIPI1 WWC2-AS2 XK ZC3H10 ZFP36L1 ZKSCAN5 ZNF436 ZNF436-AS1 TCANNTGAY_SREBP1_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TCANNTGAY_SREBP1_01 AARS1 ABR ACP2 ACTG2 ACTMAP ACTN1 ADAM11 ADCY8 ADO AFF4 AHCYL1 AKAP12 AKR7A2 ALDH6A1 ALOX5 ALS2 ANKRD17 ANXA9 AP3D1 APEX1 APOA2 APP ARHGEF12 ARMCX3 ARMCX6 ARPC5 AS3MT ASB11 ASIC1 ASPSCR1 ASXL2 ATF2 ATL2 ATP1B4 ATP6AP1 ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V1A ATP6V1B2 ATP6V1C1 ATP6V1D ATP6V1F ATP7A ATRX ATXN7L2 BAX BCL7A BCL9L BDNF BEX1 BEX3 BLCAP BLM BLNK BLOC1S1 BMP7 BRAF C1orf43 C2 CADPS CALR CAMK2D CAMKK1 CAPN3 CBFA2T3 CBX6 CD109 CD164 CD5L CDH12 CDH16 CDK2 CFAP54 CGGBP1 CHD2 CHM CHMP2B CHN1 CISD1 CITED2 CIZ1 CLCN5 CLN3 CLNK CMYA5 CNPPD1 CNTF COMMD9 CRABP2 CRCT1 CREB3L1 CS CSF2 CSF3 CSRNP3 CTCF CTNS CTSA CTSD CTSS CUL5 CUTA CYP27A1 CYSTM1 DAZAP2 DCTN4 DDIT3 DDR1 DDR2 DIP2B DLG3 DLX1 DLX2 DNM1 DUSP3 DUSP8 DVL2 EEF2 EFCAB13 EIF2S1 EIF4B EIF4G1 EME1 ENPEP EPC1 EPN3 ESCO1 ETV3 EYA1 FAM13B FAM50A FBXO32 FBXO36 FEN1 FEZF2 FOXP1 FOXP3 FSHR FUCA2 FUT11 GAB2 GABARAP GAL3ST3 GATB GBA2 GEM GET3 GGN GIGYF2 GIPC1 GIT2 GLA GLMP GLRA2 GNB2 GPATCH3 GPNMB GPR15 GPR61 GRN GSK3B GTF2H1 GTPBP2 HAS2 HECTD4 HEXA HIF1A HIVEP1 HK2 HMOX1 HNRNPH2 HOXA2 HOXB4 HOXC5 HOXC6 HOXD3 HOXD4 HPS3 HPS5 HSPBAP1 HTR5A HYPK IGF2R IGSF21 IL17A IL1RAPL1 IL1RAPL2 ILF3 ILF3-DT ILVBL ITPRIP ITSN2 JOSD1 JPH1 KAT14 KAT5 KAT7 KCNAB1 KDM2A KDM3B KIT KLF12 KLHL24 KLHL32 KRTAP9-2 LAMA3 LAMP1 LAMTOR1 LARP4 LCP1 LDHAL6B LINC02880 LIPG LMNTD1 LMO3 LMOD1 LMTK2 LNPK LRGUK LRRC39 LRRC4 LRRN1 LUM LY6G6D MACROH2A1 MAF MAFF MANBA MAP2K5 MAP3K11 MARCHF8 MBD5 MBD6 MBNL2 MCF2 MCOLN1 MFSD5 MICU1 MID1 MINDY2 MMAA MOCS3 MOSPD1 MRPL27 MSI2 MYOZ3 NAA50 NACC1 NALF2 NAP1L5 NAPA NCBP3 NEURL2 NEUROD2 NEUROD6 NFE2L1 NFIB NFIX NOL4 NPEPPS NR1D1 NR1H4 NR4A1 NR5A2 NSMCE2 NTMT1 NYAP1 OGDHL ORC6 OSGEP OTOP2 OXCT1 PAX2 PCM1 PCYT2 PDCD6IP PDE7A PDGFB PDP2 PDZK1 PDZRN4 PEPD PEX5L PHYHIP PIAS4 PICALM PIP5K1A PKN1 PLAAT3 PLS3 PLXNA2 PMEL PNOC POLDIP2 POLR3C PPARGC1A PPCS PPT1 PRKCE PRR14L PSAP PSENEN PTGFR PTGR3 PTPRF PURA PWWP2B QTRT1 R3HDM2 RAB22A RAB26 RAB27A RAB3A RAB5B RABEP1 RAD9A RALYL RANBP10 RAP1GAP RAPGEF6 RARB RASGRF1 RBBP4 RBFOX2 RCC2 REL RENBP RETREG2 RFTN2 RGL1 RGS1 RNF115 RNF14 RNF146 RNF181 RNF185 RORB RPH3A RPL28 RPP25L RRAGC RTN4 RUNX1T1 RXFP1 S100A1 S100A16 SAE1 SDF2 SDHC SEC24D SETD2 SH2D6 SH3RF2 SHPK SIDT1 SIRT1 SKIDA1 SLC17A8 SLC24A5 SLC30A3 SLC35A5 SLC35F6 SLC36A1 SLC38A7 SLC3A2 SLC49A4 SLC66A1 SLC6A20 SMCR8 SMNDC1 SMOC2 SNRPA SNX16 SNX2 SNX33 SOCS2 SORBS3 SOX10 SOX14 SOX5 SPIN1 SPNS1 SPPL3 SRC SRSF2 STAG1 STAG2 STARD3 STARD3NL STC2 STK16 STT3A STT3B STX4 STX6 SUPT16H SUPT6H SUPV3L1 SV2A SWAP70 SYNGR1 SYTL2 TADA1 TAOK2 TCEAL1 TCEAL3 TCEAL7 TCEAL8 TCEAL9 TDG TENM3-AS1 TFAP4 TGIF1 TLCD5 TLR4 TM4SF19 TMCC2 TMEM126B TMEM151A TMEM156 TMEM199 TMEM258 TMEM60 TNPO2 TOLLIP TOM1 TOP3A TOPORS TP53BP1 TPP1 TRAPPC8 TRIM55 TRIM63 TRMT1 TRPM7 TTC16 TUB TUG1 TYR U2AF1L4 U2AF2 UBE2B UBE2V1 UBE2W UBE4B UBQLN1 UCP3 USH1G USP31 UVRAG VAC14 VGLL3 VGLL4 VPS11 VPS18 VPS26A VPS35 VPS35L VPS41 WBP2NL WDFY1 WNT3 XPO4 XYLT2 YTHDF3 YY1AP1 ZBTB8OS ZDHHC13 ZFYVE1 ZFYVE26 ZIC3 ZMYND12 ZNF207 ZNF367 ZNF462 ZNF547 ZNF775 ZNF827 TCCATTKW_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TCCATTKW_UNKNOWN ACKR3 ACVR2A ANKMY2 ASB7 ATP5MC2 ATP6V0B AURKA BCL2L1 BCL6B BCL7A BEX1 BEX2 BMP2 BNC2 BPTF BSN BZW2 C12orf50 CABP1 CACNA1D CACNA2D3 CALD1 CAMLG CASQ2 CCDC85B CCDC88A CCDC92 CCNT2 CDKL5 CDR2L CELF3 CFL2 CHCHD7 CHD2 CHD6 CHM CLASP1 CLU COLCA1 CORT CRH CSDE1 CSTF1 CTAGE4 CTCF CTNND1 CTNND2 CUTA CXADR DCLRE1A DDIT4L DIAPH1 DLG3 DLX1 DNASE2B DPYSL2 DST DUSP10 DUSP6 ECEL1 EGFLAM EGR3 EIF4A1 ELAVL2 ELAVL4 EML4 ENAH ENHO ETV5 FAM53C FANK1 FAXC FBXL19-AS1 FBXW11 FGF11 FGF12 FGFR1 FHL3 FOXJ3 FSIP2 FST FTH1 GART GFRA3 GMIP GNAO1 GNB2 GTF2A1 HIVEP1 HOXA7 HOXB6 HSPG2 IGF1 IGF2BP1 IGFBP4 IL6ST ILF2 IP6K2 ITCH JAKMIP2 JARID2 JDP2 KCNT2 KITLG KLF14 KLHL41 KRT9 LINC01597 LINS1 LMO4 LRGUK LRP5 LRRTM4 LUC7L2 MAP2 MAP2K5 MAP3K13 MAP3K20 MAPK6 MARCKS MATR3 MIR137HG MIR503HG MLIP MPPED2 MRFAP1 MRPL24 MYF5 MYL1 MYL6 MYO18A MYO1E NASP NAV1 NCAM2 NDST2 NETO1 NEXN-AS1 NFX1 NHLRC2 NNAT NOB1 NOL4L NOS1 NR2C2 NR3C1 NR4A1 NR4A3 NUCKS1 OLFM1 OLFML3 OMG OTUB1 PABPC4 PAFAH2 PER1 PFN2 PHF8 PHOX2B PLAG1 PLN PLXNB1 PNRC2 PPP1R12A PPP2R5C PRDM1 PTGFRN PWP2 RAB7A RBFOX1 RFX3 RNF111 RNF43 RUNX1T1 SCAI SCML1 SCUBE3 SDF2 SEMA6A SEPTIN4 SETD2 SFPQ SHANK2 SIAH3 SIPA1 SLC25A14 SLC35A2 SLC36A3 SLC48A1 SLC6A4 SMYD1 SNAPC3 SOBP SON SORBS2 SOX14 SOX2 SOX4 SOX5 SP3 SPAG5 SPATS2 SPRED1 SRSF5 SSBP3 STAG2 STK26 STX6 SUPT6H SYNCRIP SZRD1 TAB2 TACC1 TEX15 TFAP2D TFDP2 TLE3 TMEM132A TMTC2 TNNI3K TPM3 TRIM25 TSPAN13 TSPAN6 USPL1 VAMP3 VSNL1 WNT3 WTAP YTHDC1 ZMYM2 ZMYM5 ZMYND8 ZNF217 ZNF281 ZNF502 ZNF547 ZNF664 ZNF710 ZNF711 ZNRF1 ZSCAN2 TCCCRNNRTGC_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TCCCRNNRTGC_UNKNOWN ABCB6 ABRAXAS2 ACADVL ADAT3 ADO ADSS2 AKIRIN2 ANKS3 ARHGAP44 ASXL1 ASXL2 AZIN1 BDH2 BET1 BIN2 BRMS1 BRS3 BSN BUB1B C1GALT1C1 C6orf62 C8orf76 CALCOCO1 CASC3 CCDC150 CCDC25 CCDC28A CCDC92 CCP110 CDK16 CDK5 CEND1 CENPO CEP290 CEP97 CERS3 CERT1 CHCHD3 CHD4 CKAP4 CLHC1 CLINT1 CNOT4 COX4I1 CREBZF CSNK2A1 CSRNP2 CSRNP3 CYB5R1 DCAKD DCUN1D2 DLG4 DNAAF8 DNAL1 DQX1 EDEM3 EIF2B4 EIF5A ELOC EMC8 ENTREP3 EXOC4 EYA4 FAM120C FAM133A FANCB FBRS FCSK FNBP1L FOXRED2 FYCO1 GART GDE1 GRIN2B GSK3A GSPT1 HAUS6 HDAC8 HMBOX1 HSPB9 HSPH1 IFRD2 INSRR INTS9 INVS IPO7 IRF2BP1 ISL1 KAT2A KBTBD6 KBTBD7 KHSRP KIF11 KLK9 KMT2D KPNB1 KRR1 LIG1 LIN37 LUC7L3 LZTR1 MAG MBD6 MBP MED11 MON1A MORF4L1 MOSPD2 MRPL24 MRPL50 MTF2 MYL6B NAP1L3 NDC1 NEK2 NFATC2IP NMT1 NOS3 NSD1 NUDT13 NUTF2 ORC4 OTUD5 PA2G4 PCM1 PES1 PHACTR3 PLAGL2 PLK1 PMM2 PNPLA6 PNRC2 POFUT1 POLK POLR1A POLR1G PPP1R8 PRCC PRMT5 PRPF19 PSMD11 PTCD3 PUM1 R3HDM1 RAB1A RAD50 RASSF6 RB1CC1 RBM6 RDH10 RHOA RHOQ RPL30 RPL7 RPP30 RPS27A RRS1 SCAMP4 SEL1L SLC4A2 SMG1 SMIM11 SMPD3 SNX11 SNX16 SNX17 SON SPC25 SRSF1 SRSF9 STARD13 STMN1 TBC1D23 TCTA TFAP4 TIMP4 TLE4 TMCO3 TMEM115 TMEM186 TMEM33 TMEM74 TPGS2 TRABD TRAF3IP1 TRAPPC13 TRIM23 TRIR TSC22D3 TTC1 TTC30A TTC30B TUBGCP3 UBAC1 UBALD1 UBL3 UFSP2 USP15 USP16 VAPA VCL VKORC1 WASHC3 WFIKKN2 WTAP XK XPOT YTHDC1 ZCCHC8 ZIC5 ZNF189 ZNF212 ZNF354C ZNF428 ZNF664 ZSWIM9 TCF11MAFG_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TCF11MAFG_01 ABCB6 AKT1S1 ALDOA ANGPT1 ARHGEF11 ARPP19 ASB2 ASPSCR1 ATP1B1 ATP2A3 ATP6V0A1 ATXN7L2 BARHL2 BEX2 BIRC6 BLVRB BRD2 BTK CA10 CADM1 CALM3 CBX6 CBY2 CD200R1 CD69 CDC42SE1 CDC45 CLC CORO6 CRYGS CST7 DENND2B DEPDC7 DMD DNAI1 DRP2 DUSP13 DYNC1I1 E2F3 EIF4G1 EIF5 ENO1 ERO1A FAM184A FAM219A FBXO30 FGF12 FGF9 FIBCD1 FLI1 FLNC FOSL1 FOXP1 GAB2 GAP43 GAST GPX2 GRIK2 GRK6 GTF2A1 HECTD2 HSD11B1 HSPB3 HSPB8 IFNB1 IL13RA1 IL6 IPO13 IRX4 ITM2B ITPK1 JADE1 JARID2 JAZF1 JOSD1 KCNA2 KCNE4 KIRREL3 KMT2C LAMC1 LEPROTL1 LIMK1 LIN54 LMO4 LMTK2 LOXL4 LRP1B LRRFIP2 LRRTM4 MDM2 MEIS2 MGST1 MIR22HG MITF MLLT11 MNT MRC2 MRPL32 NECAB3 NEUROD6 NLGN2 NPEPPS NRGN NRN1L NRXN2 NUDT10 NUDT11 NUMBL OMG ONECUT2 OSBPL5 OSER1 P2RX6 PADI4 PAFAH1B1 PBX2 PCDH9 PCDHA1 PCDHA10 PCDHA6 PCYT1A PDGFB PDHA2 PFN2 PGRMC1 PIANP PLBD2 PLS3 POPDC3 PPARG PPARGC1A PPP2CA PPP2R2C PRDX1 PRR7 PRRC2C PSMA2 PSMA5 PSMA6 PSMD11 PTCH1 PTP4A1 RAB10 RAB1A RAB5IF RABEP1 RASGRF1 RBBP7 RBFOX1 REXO2 RIMS2 RORB RTN3 SATB1 SECISBP2L SEL1L3 SERPINB5 SFXN5 SHANK2 SKP1 SLC11A1 SLC6A4 SLC6A5 SNCB SNX12 SOBP SOX5 SPATS2 SPRED1 SPTA1 SPTBN4 STON2 SV2B SYT2 TAC1 TBC1D17 TBL1X TECPR1 TEKT5 TEX19 TFAP2D TFEC TIAL1 TINAG TLK1 TLL1 TMCC1 TNRC6A TOMM70 TUBA1C TUBB TXNRD1 UBE4B UBR4 UCHL1 UFD1 UNKL USP14 VCP VPS26A WDFY3 WDFY3-AS2 WDR44 WDR81 WNT3 ZIC4 TCF11_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TCF11_01 ABI3BP AIG1 AK5 AKIRIN2 ALX4 ANGPT1 ARL6IP4 ATP1B1 BDNF BEND4 BEST3 BPIFA3 BRD8 BTK BUD31 C6orf62 CA7 CACNG2 CADM1 CAMSAP1 CASZ1 CCDC80 CCDC88A CCND1 CCND2 CCR1 CD247 CDKN2B CDX1 CFAP161 CFL2 CHD2 CLIP3 CLSTN3 CNTF CNTLN CNTN2 COL9A1 CPEB4 CREB5 CREBBP CREBZF CRLS1 CTSK CUTA CYB5D1 DCAF8 DCLK2 DENND5A DLG2 DLL1 DLX3 DMD E2F8 EAF1 EBF1 EBF2 ECM2 EDAR EFHD1 EIF4E ELAPOR1 ELF5 ELOA EMSY ENSG00000204117 ENTHD1 ESM1 EXPH5 FABP4 FAF1 FBXO36 FGF10 FHL2 FOXP2 GAB2 GARIN1B GNAI1 GPC4 GPX1 GRIA1 GRIK3 GRK6 GSC HAGH HAUS2 HEBP1 HECTD2 HIC1 HNRNPA0 HNRNPR HOXA3 HOXB3 HOXC6 HS3ST2 IFT20 IGSF22 IL24 INCA1 IRX5 ITGAM ITGB6 JAG1 JAKMIP2 JDP2 JMJD1C KCNA1 KCNK12 KDM6A KIF1B KIF1C KMT2A KRT2 LAMC1 LINC02363 LMAN1 LMBRD1 LNPK LRRC57 LRRTM3 LRRTM4 LURAP1L LYPD1 MAGED1 MAP1A MAP2 MAP2K5 MAPT MARCHF1 MB MBNL2 MED13 MED19 METTL6 MID2 MINK1 MITF MNT MPV17 MYH13 MYT1 NAA38 NANOS1 NCKAP5 NDST4 NIPBL NLGN2 NME1 NR2F1 NR4A3 NREP NRG1 NRP1 NTRK3 NUP54 OR10A5 PAX2 PAX7 PCSK2 PCSK5 PCYT1B PDAP1 PDE4D PDZD2 PEX5L PHF21A PHF23 PHLPP1 PI16 PKLR PLEKHG6 POU2F1 POU3F4 PPIE PPM1A PRG4 PTCH1 PTRH2 RAB22A RAN RARA RBFOX1 RBM3 RBM39 RBP5 RIMS2 RIT1 RLIM RNF128 RNF13 RPS6KA3 RSRC1 S1PR1 SAT1 SATB2 SEL1L SGIP1 SHISA6 SIM1 SKIDA1 SLC3A2 SLC41A2 SLC4A3 SLC6A5 SLITRK2 SLTM SMARCA2 SMARCD3 SMIM43 SOBP SORBS1 SPAG9 SPARCL1 SRPK2 SRSF6 ST13P4 STAG2 STAT3 SUPT16H SYNPR SYNRG TENT5A TEX44 TFDP2 TGFB3 THBS1 TIMM17A TLK1 TLX3 TMEM88 TMX2 TNFAIP1 TNR TNRC6A TOMM40L TSPAN17 TXNRD1 UBE2A UBE2B UBE2E3 UBE2K UBR1 UBXN10 UGT2B10 VCP VMP1 VPS45 WDR20 ZBTB37 ZDHHC21 ZFHX4 ZFR ZHX2 ZIC4 ZNF185 ZNF582 ZNF710 ZSWIM8 TCF1P_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TCF1P_Q6 ACIN1 ACVR2A ADCY8 ADNP ADRA2C ALG10 ALKBH5 AMMECR1 AP5B1 APP ARF6 ARHGAP26 ARHGAP5 ART5 ARX ATM ATP2B3 ATP6V0A4 BCAM BCAS3 BCL11B BEND6 BHLHE41 BLCAP BMP10 BTBD10 C12orf4 C12orf50 C18orf25 C20orf204 C2CD4A C5orf64 CACNA1C CCL20 CD68 CDC42EP3 CDKN1A CDKN2C CDYL CELF4 CENPF CEP95 CHCT1 CILP2 CLEC18C CLK4 CLPX CLUH CNTLN COL15A1 COL18A1 CPEB4 CPNE1 CPZ DDX5 DEXI DLG1 DLG2 DPM3 DUSP10 DUSP8 E2F3 EDA EDC4 EDEM3 EDN1 EEF1A2 EFNA5 ELAVL4 EMX2 EPHA7 EPN1 EREG ESRRG ETV6 FAM117A FAM13C FEZF2 FGF13 FGF9 FGFBP3 FIP1L1 FOS FOXA2 FOXF2 FOXG1 FOXN3 FRMPD1 FXYD5 FYCO1 FZD1 GAREM1 GATA6 GGA1 GLTP GMNN GMPPB GOLPH3L GPR87 GPX1 GRIA3 GRIK1 GSE1 HENMT1 HIF1A HMGCS1 HNRNPL HNRNPUL1 HOXA11 HOXA4 HOXB7 HOXC4 HOXC6 HS6ST3 HTN1 IL12B INTS7 ITPKC JARID2 JPH1 KIAA1549L KIF3C KITLG KLF3 KLF3-AS1 KLK8 KMT2E KMT5C LANCL3 LMO4 LRGUK LRRC74A LRRN4CL LRRTM4 LTA MARK2 MCPH1 MCTP1 MED13 MEF2A MEIS2 MGAT4C MNAT1 MOSMO MRGPRF MSMB MTIF2 MTSS1 MUC15 NAB2 NAP1L5 NCOA5 NDUFA4L2 NECAP1 NEO1 NLGN2 NPAT NPPC NRF1 NRXN3 OAZ3 OVOL2 PABIR1 PABPC4 PACSIN3 PAX3 PAX6 PCDH10 PCDH9 PER1 PGAM2 PHF13 PHF21A PI4KB PIK3CD PIK3R1 PIP4K2B PITX2 PLCD3 PLEC PLK1 PLPP1 PLS1 POLA2 POLR2A PPARG PPP2R5D PRDM12 PRDX2 PRKD2 PRPF40B PRRC2C PRUNE1 PTCHD1 PTGFRN PTGR3 R3HDM1 RAD51AP1 RANGAP1 RBBP8NL RBM46 RBMS2 RHOD RO60 RTL9 SAT1 SATB1 SCGN SCN2A SCNN1A SEMA3A SEMA7A SEPHS1 SIDT2 SIK3 SKAP1 SKIDA1 SLC10A2 SLC30A3 SLC9A6 SOST SP1 SP4 SPAG9 SRGAP2 STAG2 STARD7 STIMATE TAL1 TAOK1 TBX3 TEF TET2 TFDP2 TGFB3 TGIF1 TLE3 TLK1 TMEM150A TMEM40 TMIE TNNC1 TPP2 TRIB1 TRIM33 TSC22D2 TSC22D4 TSPAN5 TTC9C TUBA8 TYRO3 UBE2E4P UBE2Z UBR1 UCHL5 USP2 UXT WAC WDR53 ZBTB4 ZBTB40 ZCCHC14 ZER1 ZMYM2 ZNF367 ZNF516-DT ZNF541 ZNF646 ZNF654 ZNF668 ZPBP2 TCF4_Q5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TCF4_Q5 ABCD1 ABCD2 ABHD2 ACIN1 ADAM9 ADAMTS19 AGAP1 AGFG2 AKAP1 AMMECR1L ANKRD28 ANKS1B AP1G2 ARHGAP20 ARID1A ASCL4 BEST3 BMP7 C14orf119 C18orf25 CAVIN2 CBFA2T2 CD27 CDC42BPB CDK1 CDX1 CGN CHD2 CHN2 CHRNA9 CKMT1B CLEC4D CNTF CNTLN COL18A1 COLCA1 CORO1C CPNE1 CTHRC1 CUBN CUTA CYP2E1 CYTH3 DACH1 DCT DKK1 DLX1 DMXL1 DOCK3 DQX1 EBAG9 EBF2 EDN3 EFNA4 EIF2B4 EIF4A2 EIF4E ELF5 ELK3 ELMO1 EML4 ENPP5 EYA1 EYA2 FBXW4 FEM1C FERD3L FGF10 FGF17 FGGY FOXA1 FOXP2 FST G6PC1 GAB2 GABRB2 GPC4 GPX2 HABP2 HAPLN1 HAS2 HNRNPR HOXA10 HOXA11 HOXA2 HOXB4 HOXB6 HOXB7 HOXC11 HOXC6 HOXD12 HOXD3 IGDCC3 ITGB6 KBTBD12 KCNJ13 KCNQ1DN KLHDC8A KRT23 KRT32 KRT85 KRTAP11-1 KRTAP15-1 KY LHX4 LIFR LIN28A LINC00310 LINC00671 LINC03042 LPCAT3 LRRTM3 LY6G6E LYSMD1 MAP2K6 MAP4K5 MARCHF10 MESP1 MIDEAS MINDY1 MITF MME MMP21 MOSMO MYCL MYH4 MYL3 NAV2 NCDN NDC1 NEDD9 NEUROD4 NEXN NFATC4 NFIX NHLH2 NIPAL3 NKD1 NKX2-8 NLK NPPA NR4A3 NRP2 OGG1 PAM PANK1 PANK2 PAX3 PCBP4 PCDH1 PCDH7 PCDH8 PCM1 PGAP1 PHC1 PIM1 PLSCR1 PPARGC1A PPP2R5C PRDM13 PRDM2 PRKCB PROX1 PRRX1 PRUNE1 RALYL RBM39 RCOR2 RERE RNF19B RPL23A SCAMP3 SCG3 SCNM1 SCP2D1 SETD2 SGCD SGK3 SH3RF2 SHF SIX4 SLC17A2 SLC17A6 SLC22A8 SLC25A28 SLC26A9 SLC6A10P SLC7A8 SMAD1 SMO SNX17 SORBS1 SOX14 SOX5 SOX6 SP8 SPO11 SPOCK2 SRRM4 STEAP1 STEAP1B STX1A SULT2A1 SYNPR SYTL2 TAFA1 TBL1XR1 TBXT TCERG1L TCF7 TCF7L2 TFAP4 TFDP2 TGIF1 TGM1 THAP12 TLL2 TM2D2 TMEM256 TNFRSF19 TRIM33 TRMT1L TRPM1 TSHZ2 TSPAN2 UBE3A UCP2 USP34 VAX1 VIT VXN WFIKKN2 WNT3 WNT6 YARS1 ZBTB18 ZBTB20 ZEB2 ZFHX3 ZHX2 ZIC1 ZIC4 ZMAT4 ZNF703 TEF1_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TEF1_Q6 AAMDC ABCG4 ACTA1 ADD3 ADIPOR1 AGO1 ANK3 ANKRD1 ANXA8 ARHGAP29 ARID1A ATP1B1 ATPAF1 AVPI1 BBOX1 BCL9L BDNF BRCA2 BRMS1 C10orf71 C1orf116 C1orf21 CA14 CACNA1E CACNA1S CAVIN3 CCDC18 CCN1 CCND2 CCSER2 CD2 CDC14A CDC42SE1 CDCA3 CDKN2C CELF3 CEND1 CGN CHD4 CHKA CKS1B CLC CNIH2 CNN3 CNNM2 CPT1A CRYAB CTTNBP2NL CUL2 CWC15 CYP26A1 DAB1 DEDD DENND1B DENND2B DLG2 DNM3 DPM3 DR1 EGR2 EHD1 ELAVL4 ELF3 EPC1 EPHA2 EPHB2 EPS8L2 ETV3 FAM53B FGF6 FGFR2 FIBIN FOLR1 FRMD4A FXYD6 GATA3 GDPD4 HDGF HMGN2 HOOK1 HSPB2 IER5 IL18BP IPO13 ITGB1 JAM3 JMJD1C KCNIP2 KDM4D KDM5A KIF1B KIRREL3 KISS1 KNCN LAMB3 LAMC1 LAMC2 LHX4 LIN28A LINC01164 LMNA LMOD1 LOXL4 LRRC32 LRRN4CL MADD MAN1A2 MAPKAPK2 MAST2 MCAM MDK MFAP5 MLLT11 MPZ MRGPRF MTF2 MTX1 MUC1 MYPN NECTIN1 NES NEXN-AS1 NFKB2 NID1 NKAPD1 NNMT NOTCH2 NOTCH2NLA NPPB OLFML3 OR10A5 OTUD7B OVGP1 OVOL1 PADI2 PAQR6 PAX2 PBX1 PBXIP1 PDZD8 PDZK1IP1 PEA15 PGAP2 PIAS3 PLEKHN1 POGK POGZ POLD4 PPA1 PPFIA1 PPP2R1B PRDM16 PRKAA2 PRMT3 PRRC2C PRRG4 PRRX1 PRUNE1 PTMS PTPRCAP PTPRF PTPRJ RAB18 RAB30 RAPSN RASAL2 RASGRP2 RBM14 RCC2 RNF2 RNF207 RSC1A1 RSF1 RTN3 RTN4RL2 SAAL1 SCN2B SCNN1A SDCCAG8 SGIP1 SH3BGRL3 SHC1 SIPA1 SKIDA1 SLC17A6 SLC1A7 SLC39A13 SLC6A13 SLC6A9 SLF2 SLK SRRM1 SWAP70 SYNPO2L SYT2 SYT8 SYTL2 SZRD1 TENT5B THBS3 TIAL1 TIMM23 TINAGL1 TLX1 TMEM125 TMEM86A TMPRSS4 TMSB4XP1 TNKS1BP1 TNNI3K TNNT2 TOR1AIP2 TRIM63 TSPAN9 UBXN10 USP2 USP5 VANGL1 VAX1 VCL WBP1L WNT3A ZBTB37 ZC3H11A ZMIZ1 ZNF384 ZNF485 TEF_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TEF_Q6 ABCB7 AIFM1 ALDOB ALG13 AMD1 ANKRD40 AP1G2 ARG2 ARHGDIB ARNT ARPP21 ARRDC3 ASB7 ASIC2 ATP13A4 ATP2A3 ATXN1 BNC2 BOC BRINP3 BUB3 C12orf57 C19orf73 C1orf116 C1orf122 C8orf82 C9orf24 CACNA1D CADM1 CADM2 CAST CBX6 CCDC14 CCDC85B CCND1 CDAN1 CDC42EP3 CDH20 CDYL CELF2 CHMP1B CHST7 CNTN6 COL13A1 COX7B2 CRB1 CREB5 CRIM1 CRYGD CSNK1E CTCF CXCR4 CYP26C1 CYSLTR1 DDX17 DGKI DHX32 DLG2 DLX5 DNAJC10 DOCK4 DPP10 DPYSL2 DSCAML1 EBF2 EGR2 EMX2 EN2 ENPEP ENSG00000291228 ERF ESM1 ETV5 EYA1 FGF12 FGF7 FGF9 FNBP1 FOXP1 FRY GARRE1 GBX2 GET4 GNPNAT1 GPC4 GPRC5B GRHL1 GRM5 GSX1 HCAR2 HCAR3 HEY1 HIVEP2 HIVEP3 HMCN1 HOXA11 HOXB2 HOXB8 HOXC11 HOXC4 HOXC6 HOXD10 HOXD12 HPCAL4 HTN1 IGF1 IGF1R IKZF2 IL20 IP6K2 ITGA1 ITGBL1 KAT6B KCNJ16 KCNS3 KLF12 KMT2E KRT10 KRT26 KRT77 LAMP5 LARP7 LENG9 LGI1 LMO7 LOX LRMDA LRP5 LUC7L3 MAB21L2 MACIR MAL2 MAP2 MIA2 MINK1 MOSMO MRFAP1 MRPS18B MS4A5 MSL3 MYO15A NCDN NDFIP1 NDP NDST1 NEDD4 NEO1 NFIX NIN NKX2-1 NPTX2 NPVF NRP1 NTF3 NTN5 NTS OLFML3 OSER1 OTX1 PABIR1 PAG1 PAK1IP1 PAX6 PAX8 PBX1 PCBP1 PCDH11X PCDH11Y PCF11 PCLAF PDE4B PDLIM3 PDRG1 PELI2 PELO PHOX2B PLN PPFIA3 PPP1R10 PPP2R2B PRICKLE2 PRKACB PRKAG1 PRMT3 PRPS1L1 PSMD3 PTF1A PTTG2 PUM2 PURA RAB5B RAB6C RALGPS2 RB1CC1 RGS3 RHOQ RIMS1 RIPK4 ROBO1 RSKR RSPO2 S100PBP SALL2 SALL3 SCN2A SCNN1G SHKBP1 SKIDA1 SLC20A1 SLC25A17 SLC35C2 SLC39A12 SLCO3A1 SLITRK2 SOBP SOX4 SPAG9 SPEM1 SPRED1 SPRY2 ST8SIA1 SUMO4 SUN5 SYNRG SYT6 TAF10 TBCC TFAP2B TFDP2 TLE3 TLE4 TMCC1 TNR TOB1 TRERF1 TRIM8 TSGA13 TSSK3 TTN TWIST1 UBAP2L UBE2H UBE2S UNC13D USP18 USP32P2 WDPCP WIPI1 YIPF4 YRDC ZBTB9 ZEB2 ZFHX3 ZFP42 ZFYVE27 ZIC2 ZNF277 ZNF407 ZNF410 ZNF423 ZNF485 ZPLD1 TEL2_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TEL2_Q6 ABCA1 ACSL5 ADAMTS4 AGAP2 AGL AGPAT1 ALDH16A1 AMD1 ANKS3 AP5M1 APPL2 ARAP1 ARFIP2 ARHGAP1 ARHGAP15 ARHGAP4 ARHGAP45 ARHGEF7 ARRB2 ATL3 BIN3 BTAF1 C1QTNF6 C2CD2L CANX CAP1 CAPZA1 CASP8 CAST CCDC85B CCL2 CD247 CD2BP2 CD3E CD40LG CD79A CGGBP1 CHD2 CHMP1B CIAO2A CKS1B CLEC4D CLINT1 CLMN CMTM6 CNTROB CORO1C CPNE8 CSAD CSGALNACT2 CTR9 CTSS CTSW CTTNBP2NL CYB561A3 DAPP1 DCLRE1C DCTN5 DCUN1D3 DDIT3 DDX50 DEPDC4 DES DGKA DIABLO DMTF1 DNAAF8 DNAJC14 DPCD DPP3 DPPA4 E2F5 EDEM3 ELK4 ERCC6 ERH ESRRA EXOC5 EXTL2 FBXO22 FCHO1 FIBP FOXN3 FURIN FXYD5 GFI1 GGT7 GMPR2 GRB7 GTSF1 HBEGF HCLS1 HERC4 HIRIP3 HM13 HMGA1 HOXC4 HSP90B1 HYAL2 IKBKB IL11RA IL23A ING4 INO80 INO80B INO80E INTS3 ISCU ITFG1 JPH4 JUNB KAT5 KDF1 KLHL20 LAYN LCP1 LIME1 LIN28A LPCAT4 LSR LTBR LYN LYPLA2 LYRM1 MAP3K11 MAP4K2 MARK1 MARK3 MCRS1 MED26 MEIS1 MGAT4A MIDEAS MINDY1 MPZL3 MRPL52 MSANTD2 MUSK NASP NDUFS2 NEDD8 NHERF1 NIPAL2 NR1D1 NR4A2 NXT2 OGG1 PAFAH1B2 PALB2 PIH1D1 PIK3R4 PLCG1 PNMA1 POLL POU3F4 PPIL1 PPP4C PRKACA PRKACB PSMC2 PSMD13 PTK2 PTPN6 PYM1 PYROXD1 RAB43 RALB RGS14 RGS3 RHOV RIN1 RIN3 RINL RIPOR1 RLIM RNF6 RNPS1 RPF1 RUNDC3A SART3 SCAMP2 SEC24C SEMA4C SF3B4 SHC1 SIPA1 SIRT3 SLC25A5 SLC30A7 SLC39A11 SLC39A9 SLU7 SMAP2 SNRPB SNX1 SOX14 SPIB ST7L STARD13 STAT4 STX11 SUPT4H1 SYVN1 TAF5 TAF8 TCF12 TEAD3 TFE3 TGIF2 TIMM10 TIMM10B TMEM138 TMEM185A TMEM69 TMEM71 TNRC6A TNS2 TRAPPC1 TRIM41 TRMT2B TUSC3 U2AF2 UBE2N UGGT2 USP3 VAMP8 VPS25 WDFY4 ZBTB41 ZDHHC5 ZKSCAN5 ZMAT3 ZMYND8 ZNF384 ZNF408 ZNF646 ZNF668 ZNF687 ZNF768 ZNF800 TFIIA_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TFIIA_Q6 ABCA1 ABCG4 ACACA ACTG2 ACTR1B ADAMTS5 ADD3 ALDH3A1 ANGPT1 ANKS1B ANXA3 AP4M1 ARHGEF25 ARMCX6 ATP2A2 ATXN1 ATXN7L1 AXL BCL6 BCL7A BHLHE22 BIRC3 BMAL1 BORCS6 BTBD3 C2CD2L C5orf64 CA14 CAPN3 CBX6 CCDC88B CCKAR CCND1 CD248 CDC14A CDC25B CDH3 CDIPT CEP95 CHD4 CHRDL1 CHRND CKAP4 CLUL1 CNN1 CNTN2 COL15A1 COL16A1 COL1A1 CRYAB CS CSPG4 DCP1A DDX5 DLX3 DNAJC7 DPF3 DSCAM DTX1 EDEM1 EGR1 EIF5 ELAVL1 EMILIN1 ENTR1 EP300 EPB41 EPHA1 ETHE1 ETV6 FBXO11 FGF14 FGF17 FHL2 FKBP8 FLYWCH1 FOSB FOXE1 FOXP2 FRS3 GABARAPL2 GABRB2 GAN GHDC GJC1 GOLGB1 GPC3 GPC4 GPR19 GPX2 GSC H2AZ1 HAND2 HAPLN3 HEXD HMG20B HOXA2 HOXA9 HOXB1 HOXC5 HOXD8 HPSE2 HSPB2 HTN1 HYAL2 ID3 IER2 IER5 IFRD1 IL10 IL22 INO80 INPPL1 IRAG1 IRX5 ITCH ITGA1 ITGA3 JDP2 JMJD1C KCNJ10 KCNQ4 KDELR2 KLC2 KLK7 KRT36 KRT72 KRTAP20-2 KTN1 LAMA3 LEP LHX6 LMNA LRR1 LUC7L MANEAL MAPK10 MAPKAPK3 MCM7 MCTS1 MEIS1 MEIS2 MIR22HG MLLT6 MMP15 MMP20 MPP2 MS4A1 MYCT1 MYH11 NAA60 NCDN NEUROD6 NEUROG3 NFIB NIN NIPBL NKIRAS2 NKRF NLGN3 NR1D1 NR2F1 NR4A1 NRXN1 NUP54 OGFOD3 OSBPL6 OTX1 P3H2 PABPN1 PAX6 PCF11 PDIK1L PELI2 PELO PHF12 PHF21B PHPT1 PIGR PISD PLAG1 PLCB3 PLP1 PMEPA1 PNPLA6 POU3F3 POU4F1 PPFIA2 PRDM16 PRMT3 PRPS1 PTBP3 PTK2B RBBP4 REEP4 RFX5 RNF38 RNF44 ROCK2 SAP130 SFRP1 SGCA SIDT2 SIX1 SLC39A5 SLC7A10 SLC9A9 SMARCB1 SMURF2 SNCAIP SOX2 SOX3 SP8 SRF SRGN SRPK2 SSH3 STAG2 STK35 STX10 SYNCRIP SZRD1 SZT2 TBCC TEKT4 TFAP2B TFAP4 TFEB TGFB1 TLCD4 TMCO5A TMEM184B TMEM38A TRIB1 TRIM28 TRPC5 TSC1 TSC22D3 TSPAN3 TTBK2 TUBB4A UBXN10 UNC5C VAMP2 VASH1 VASP VAX1 WDFY2 WDR81 YRDC YWHAZ ZBTB47 ZBTB8OS ZIC2 ZMYM4 ZNF644 TFIII_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TFIII_Q6 ABCC6 ADAM10 ADAM11 ADIPOR2 ALX3 ANP32A APC2 APPBP2 ARHGAP44 ARHGAP5 ASCL1 ATP1A2 ATXN7L2 BAHD1 BAZ2A BCAT2 BCL11A BCL2L2 BCL9L BMF C1orf21 CA10 CALM2 CAPN1 CAPN5 CASKIN2 CATIP CBFA2T2 CBX4 CCND2 CD44 CDK12 CDK15 CELF1 CELF4 CHRM1 CKMT1B CNNM1 CNST CNTN2 CORO1C CRTC2 CTNNBIP1 CYFIP1 CYGB DGKZ EED EHBP1 ELAVL3 EMX2 ERG28 ESRRG FAM20A FBXO36 FCHSD2 FEV FFAR4 FGF11 FGF14 FLI1 FOXA2 FOXB1 FOXG1 FZD10 GATA3 GGN GNAS GPR162 HCAR1 HCFC1R1 HJV HOXC10 HOXC11 HOXC5 HOXD11 HTN1 IL11 IL34 INHA IRS1 ITGA3 JAG1 JPH3 JUP KCNH3 KCNJ10 KLHL1 KPNB1 KRTCAP2 LDB1 LIN28A LMNA LMO3 LMO4 LRP1 LRP3 LYL1 MAF MAFB MAP4K3 MAX MEOX1 MICAL2 MIR22HG MMD MPC2 MRC2 MSI1 MTA2 MYLK2 NAB2 NCDN NCOA6 NDRG2 NFATC4 NFIX NKX2-1 NKX2-2 NLGN2 NNAT NODAL NPTN NR1H3 NR2F2 NUTF2 NXPH3 OSR1 PAFAH1B1 PAX1 PAX2 PAX9 PBX1 PCDH9 PCGF2 PHF13 PHF23 PI4KB PKP3 PLXNC1 POLR1G POU2F1 POU3F3 PPIG PPP1R9B PPP2R5E PRRX1 PSMC3IP PSME3 PTCH2 RAB35 RAB5B RARG RCOR2 RHBDL2 RHBDL3 RORC RPS6KA5 S1PR1 SALL1 SBSN SF1 SH3BP5L SHANK2 SHISA6 SIN3A SIX4 SIX5 SLC7A8 SMG7 SOX13 SP7 SPRED2 ST3GAL2 STAT3 STRAP STX1B SYT7 TCF12 TCF7L1 TFAP4 TFB2M TGFB3 THOC6 THRA TMEM86A TNFSF12 TNFSF12-TNFSF13 TRIM46 TSEN54 TSPAN2 UBTF UNC119 UPF2 UTP18 VPS13C VSIG2 WDR81 WDTC1 WNK4 XPO1 YPEL4 ZIC2 ZMYND8 ZNF143 ZNF263 ZNF579 ZNF580 TGACAGNY_MEIS1_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TGACAGNY_MEIS1_01 AAR2 ABCG4 ABHD2 ABHD5 ABL2 ABRAXAS2 ABTB2 ACACA ACADSB ACTL6B ACTR1A ACVR2A ADAMTS3 ADAMTSL2 ADCY10 ADCY5 ADCY8 ADGRB3 ADRA1B AGER AGTR1 AHR AK2 AKIRIN2 AKTIP ALDH3B1 ALDOC ANKRD12 ANKRD13A ANKRD35 ANKS1B ANXA1 AP1AR AP2M1 AP3S1 AP4S1 APBA1 APBB1 APLN APOBEC2 APOO ARFGAP2 ARFGEF1 ARHGAP1 ARHGAP30 ARHGAP33 ARHGAP45 ARHGDIB ARHGEF12 ARL3 ARL4C ARMCX3 ARPC1A ARPC5 ASB15 ASCL1 ASH1L ATG12 ATP1A3 ATP1B4 ATP2C1 ATP6V0A2 ATP6V0D1 ATP6V1B2 ATXN7L2 AZIN1 B3GALT2 BACE1 BACH2 BAD BANF1 BARX2 BASP1 BAZ1A BAZ2A BCL6B BCL9 BCOR BEND4 BEST3 BHLHE40 BLTP3A BLZF1 BMP1 BNC2 BRAF BRK1 C11orf16 C12orf4 C12orf42 C1QL1 C1orf122 C21orf58 C21orf62 C9orf78 CAB39 CABP5 CACNA1S CACNB3 CACNG3 CALD1 CAMKK2 CAMSAP1 CAPN11 CAPN6 CASK CASKIN1 CAST CAV3 CBX4 CBX6 CCDC47 CCN4 CCT7 CD276 CD47 CDC42BPA CDC42BPB CDC42EP3 CDIN1 CDKN2B CDKN2C CEBPB CEP112 CEP57 CHD2 CHMP1B CHN2 CHODL CHRNA1 CHRNB3 CHRNE CISH CKAP4 CLIC5 CLPX CLSTN2 CLTC CNOT2 CNOT4 CNOT6L CNTLN CNTN2 COCH COL11A1 COL7A1 COPS3 CPA4 CPA5 CRAT CREB5 CREBL2 CREBRF CREBZF CRH CRISPLD1 CRNKL1 CSF3R CSPG4 CTSA CTSK CXXC5 CXorf58 CYB5D2 CYB5R4 CYRIA CYSLTR1 DAP3 DARS1 DCAF17 DDC DDIT3 DDX42 DDX50 DDX6 DENND2C DENND4A DES DHRS3 DHX37 DIO2 DLL1 DLL4 DLST DMC1 DMD DMTF1 DMXL1 DNAH10 DNAJA4 DNAJB5 DNAJC1 DNM3 DNMT1 DOCK4 DOLPP1 DOP1A DPF1 DPF3 DPP10 DSCAM DYNC1I1 DYNC1I2 DYSF E2F8 EDA EDEM3 EFNA4 EIF1AD EIF2AK3 EIF4E EIF4ENIF1 EIF4H EIF5A ELAVL2 ELAVL4 ELF4 ELK3 ELMO1 ELMO2 ELOVL5 EML1 EN1 ENPP2 ENTPD1 ENTPD7 EP300 EPHA3 EPHB2 ERCC6L2 ERLIN1 ERRFI1 ESRRB ESRRG ETV1 EVX1 EXOC6 EXTL2 EYA1 EYA2 EYA4 FAF1 FAM107A FAM110D FAM193B FAM217B FAM76A FAM76B FAM91A1 FASTKD2 FBXO16 FBXO24 FGF12 FGF13 FGF16 FILIP1 FITM1 FKBP3 FLRT1 FLRT3 FLT3LG FOXI1 FOXO3 FOXP2 FRMD6 FXR1 FZD9 G2E3 GAB2 GAD1 GALNT15 GATA6 GATM GBF1 GCAT GHDC GIPR GLI1 GMCL2 GNA13 GNAO1 GNAQ GNB4 GNL1 GOLGA1 GOLGA2P5 GOLGA4 GOLGA6A GOLGA6L2 GOLGA6L9 GOLGA8A GOLPH3L GPC3 GPHN GPM6A GPR119 GPR156 GRB10 GREB1L GREM1 GRIA1 GRIK1 GRIK3 GRK7 GRM6 GTF2H1 H1-0 H2AZ1 HCAR2 HCAR3 HCFC2 HCN1 HCN4 HDAC6 HES6 HFM1 HIC1 HIC2 HIF1A HINT2 HIP1 HLX HMGB4 HMGCS1 HMGN2 HMGN2P46 HMGN5 HNF1B HOXA1 HOXA2 HOXA3 HOXB2 HPS5 HR HRAS HS3ST3A1 HSPB7 HUNK ID1 IER5L IGF2BP1 IGSF21 IKZF2 IKZF5 IL11RA IL16 IL1RN IL25 IL4 INPPL1 IP6K3 IRS1 IRX4 ITCH ITGB6 ITPK1 ITPRIPL1 IZUMO4 JPH1 JUP KAT6A KBTBD8 KCNH2 KCNIP2 KCNK10 KCNQ4 KCNQ5 KCTD8 KDM4C KIF1B KIFAP3 KITLG KIZ KLF12 KLF14 KLF5 KLHL1 KLHL20 KMT2C KPNA4 KRT14 KRT2 KRT35 KRT9 KRTAP17-1 LACRT LAMA3 LCOR LDLRAD3 LENG9 LHFPL6 LHX1 LHX6 LHX9 LIMK2 LIN28A LINC00173 LINC01567 LINC01597 LIX1 LMO2 LNPEP LNPK LPCAT3 LRCH4 LRGUK LRMDA LRP6 LRRTM3 LRRTM4 LSAMP MAB21L2 MAF MAGI3 MAML2 MAP1A MAP1LC3B MAP2 MAP2K5 MAP3K13 MAP3K3 MAP4K4 MARK2 MBD6 MBNL1 MCAM MCTS1 MDH1B MED13 MED26 MEIS1 MEIS2 METTL8 METTL9 MGAT4C MGLL MINDY1 MINDY3 MIR22HG MIR9-1HG MITF MKRN4P MN1 MOB3A MON1A MOSMO MPPED2 MRPL49 MSI2 MTMR3 MTSS1 MXD1 MXD4 MYB MYBPC1 MYC MYCLP1 MYF6 MYL1 MYLK2 MYOZ2 MYT1 NAA40 NAV2 NAV3 NCALD NCAM1 NCDN NCKAP5 NCOA6 NDST4 NEDD4 NEURL2 NEUROD2 NEUROD4 NEUROG2 NF2 NFATC4 NFRKB NHLH2 NIN NIPBL NLK NME7 NNAT NOL4 NOL4L NOP56 NPPA NR2E1 NR3C2 NR4A3 NRF1 NRG1 NRG2 NRGN NRIP2 NRSN1 NRXN1 NSD3 NSG2 NSL1 NTRK1 NXF1 NXPH4 NYX OBSCN ODF2 OFCC1 OLIG2 OMA1 ONECUT2 OR2L13 OR8B8 OSBP OSR1 P4HA2 PABIR1 PABPN1 PACRG PADI1 PAFAH1B1 PAK3 PARP16 PASK PAX2 PAX3 PAX6 PBRM1 PBX3 PCBP4 PCCB PCDH10 PCDH17 PCDHGC3 PCF11 PCNT PCP4 PDE1A PDGFRA PDHA2 PDLIM1 PDLIM4 PDZD7 PDZRN4 PELI2 PFKFB3 PHC2 PHF12 PHF20L1 PIAS1 PIK3R3 PIM2 PITPNB PITX2 PLAU PLCB2 PLEKHA6 PLP1 PLPPR2 PLS3 PLSCR3 PLXNA2 PNOC POU2AF1 POU3F3 POU4F1 POU4F2 POU4F3 POU5F2 PPARGC1A PPIL4 PPM1D PPP1R1B PPP1R3D PPP1R7 PPP2R2B PPP2R5B PPP2R5C PPP3CA PPP3CB PRADC1 PRDM1 PRICKLE1 PRKN PRM1 PROK2 PRR11 PRR3 PRR34 PRRG4 PRRT1 PSMD1 PSME3 PSME3IP1 PTCH1 PTGR3 PTK2B PTN PTPA PTPN1 PURA PXMP4 QRFP R3HDM1 R3HDM2 RAB1A RAB7A RAB8A RAC2 RAD51AP1 RALBP1 RAMP2 RANBP3L RARB RBBP8NL RBM10 RBM39 RBM5 RBMS1 RBX1 RCOR2 REEP1 RESF1 RFC1 RFTN2 RFX3 RGS6 RHOBTB1 RHOD RHOJ RIOK3 RLIM RNASE11 RNASE4 RNF14 RNF24 RORA RORC RPS6KB1 RSBN1 RSKR RSPRY1 RTRAF RUNX1 RXRG SALL4 SAMD1 SAMD11 SASS6 SCFD2 SCGN SCML1 SCUBE3 SDK2 SEL1L3 SEMA4A SEMA6C SEMA6D SEPHS2 SERBP1 SESN1 SESN2 SFXN2 SGIP1 SGK2 SGK3 SH2D3C SH3BP5 SH3D21 SHANK2 SHOX2 SHROOM2 SIRT1 SIX5 SKA2 SKIDA1 SLC12A2 SLC16A6 SLC22A11 SLC22A8 SLC25A12 SLC25A14 SLC26A7 SLC30A4 SLC35D1 SLC38A9 SLC7A11 SLC9A9 SLIT3 SMARCA2 SMDT1 SMG5 SMOC1 SMYD1 SNTG1 SOGA1 SOST SOX14 SOX2 SOX4 SOX5 SPAG8 SPAG9 SPARCL1 SPIB SPINK5 SPOCK2 SPRED1 SPTB SREBF2 SRGAP2 SRPK2 SSBP4 SSH2 ST3GAL5 ST8SIA2 STARD6 STC2 STK3 STK40 STRN3 STT3B STX4 STX6 SUFU SUGP1 SUN2 SYNRG SYTL2 SYVN1 TAAR5 TAB2 TACC1 TAF10 TAF5 TAFA1 TAFA4 TAOK2 TBPL1 TBX2 TBX4 TBX5 TCF7L2 TEAD3 TET2 TFAP2D TFAP4 TFDP2 TGFB3 TGIF1 TGIF2 TGM3 TIAL1 TIAM1 TJAP1 TJP2 TLE1 TLE4 TLK2 TMEM109 TMEM125 TMEM135 TMEM154 TMEM229B TMEM35A TMEM62 TMEM71 TMEM79 TMIE TMTC2 TNFRSF19 TNIP1 TNKS1BP1 TNNC1 TNPO1 TNRC6A TNS2 TOP1 TPM2 TRAF3 TRERF1 TRIM55 TRMT13 TSHZ2 TSHZ3 TTLL11 TTN TUBB2B TUBB4A TXLNG UBE2E4P UBE2H UBE3A UBE3D UBP1 UBR5 UBXN10 UCP3 UNC13B UNC79 USF1 USP15 USP2 USP20 USP32 UVRAG VIL1 VIP VLDLR VPS18 VRK1 WARS1 WDR20 WDR49 WDR81 WFIKKN2 WIPF1 WNK4 WNT10A WNT2 WNT3 WNT4 WWC1 XPO1 XPO7 YARS1 YRDC YTHDF1 YY1AP1 ZBTB11 ZBTB16 ZBTB17 ZBTB18 ZC3H13 ZC3H18 ZFHX4 ZMYND8 ZNF277 ZNF281 ZNF408 ZNF414 ZNF570 ZNF593 ZNF638 ZNF821 ZNRF1 ZP1 ZPR1 ZSWIM2 ZZEF1 TGACATY_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TGACATY_UNKNOWN ABCB8 ABI3BP ABL1 ABR ACAP3 ACMSD ACSBG2 ACTL7A ACVR1C ADAM11 ADAMTS12 ADARB2 ADCY6 ADGRB2 ADGRG4 ADRA1B ADTRP AGO2 AGTR1 AJUBA AKAP12 AKAP3 AKAP4 AKAP5 AKIRIN2 ALDOA ALLC AMOTL1 ANGPTL2 ANKS1B AOC2 AP2A2 AP3S1 APBA1 APBB2 APH1A ARAP2 ARF6 ARHGAP12 ARHGAP24 ARHGAP30 ARHGAP4 ARHGEF3 ARHGEF39 ARHGEF6 ARMCX4 ASB11 ASB17 ASB4 ASCC3 ASGR1 ASXL1 ATG12 ATOH7 ATP1B1 ATP2B3 ATP5F1A ATP5MG ATP6V0C ATP6V1A ATXN1 BAIAP2L1 BARHL1 BARHL2 BCAS2 BCHE BCL11A BCL2 BDNF BIN3 BIRC6 BLNK BMI1 BMP8B BMPR2 BSCL2 BSDC1 BSND C12orf42 C18orf54 C1QTNF4 C1orf116 C1orf43 C22orf31 C5 C5orf46 CA12 CABLES1 CABP7 CACNA1D CACNA1G CALD1 CALHM4 CALHM5 CALM1 CALM2 CATSPER2 CAVIN2 CBFA2T2 CCDC138 CCDC141 CCDC22 CCDC50 CCDC54 CCDC6 CCL22 CCSER2 CD247 CD27 CD40LG CD68 CD8A CDC42EP3 CDC42EP4 CDH10 CDIN1 CDK13 CDK6 CDR2L CDRT4 CEBPB CELF3 CELSR3 CFAP65 CFL2 CFTR CHCHD7 CHD4 CHERP CITED2 CLC CLCN5 CLDN20 CLPTM1 CLTB CNIH3 CNN1 CNN3 COL4A5 COL4A6 COL6A3 COMMD3 COQ8B CORO1A COX14 COX5A CPNE1 CREBZF CREM CRLS1 CRX CSMD3 CSNK1G2-AS1 CSPP1 CSRNP1 CTDSPL2 CTNND1 CTNND2 CTSC CUZD1 CXCL6 CYLD CYP26A1 CYP7B1 DAAM1 DAPK3 DCAF7 DCDC1 DCX DDR1 DENND2B DES DICER1 DLG2 DMD DMP1 DNAH7 DNAI1 DNAJB4 DNAJC1 DNAJC13 DNAJC14 DNAJC5B DOCK11 DPF2 DPF3 DSC2 DTD2 DUSP10 DUSP3 DVL1 EBF2 EFEMP1 EGFR EHD1 EIF2B4 ELAVL4 ELMO1 ELOF1 ELOVL5 EMSY ENPP2 ENSG00000204117 ERBB3 ERCC6L2 ERG ERN1 ESM1 ESRP2 EVA1C EYA1 FAIM2 FAM133A FAM162A FAM170A FAM186B FAM219A FAM53C FAM78A FAM81B FAM83F FAXC FBXO32 FBXO36 FBXW11 FEZF2 FGD4 FGF10 FGF12 FGF19 FGF23 FGF8 FGFR2 FGFR3 FHL3 FLRT3 FOS FOXG1 FOXN3 FOXP2 FRMD4A FSCB FSTL5 FXYD1 FYN GAB2 GABRG1 GABRR1 GALNT15 GARIN1B GAS7 GBP5 GDAP1L1 GEM GNG3 GOLPH3L GPR162 GPR22 GPR55 GPR85 GREB1L GRIA4 GSK3B GUCA1C H3-3B HABP2 HAND1 HAPLN1 HAPLN2 HBS1L HCN4 HECTD1 HERC2 HIPK1 HIVEP3 HLA-DOB HNRNPA3 HNRNPD HOOK1 HOXA10 HOXB3 HOXB8 HOXC10 HOXC12 HOXC6 HOXD10 HSD11B1 HTR3A HYAL1 IGF1 IGF2R IGFBP6 IGSF3 IKZF4 IL13 IL17B IL22 IL9 INPP4A INPP4B INSM1 IQCF1 IQGAP3 IRAG2 IRX3 ITGBL1 ITK ITM2B ITPKC ITPRIP JARID2 JUN KBTBD12 KBTBD8 KCNAB1 KCNH2 KCNK1 KCNK18 KCNN2 KIAA0586 KIF13B KIRREL2 KLF14 KLF9 KMT2C KRAS KRT31 KRT36 KRTAP13-2 LARGE1 LCAT LEMD1 LEPROTL1 LGSN LHX3 LIFR LIMS1 LIN54 LINC00649 LITAF LLCFC1 LMO3 LMOD3 LMTK2 LMX1B LPP LPXN LRFN5 LRMDA LRP1 LRP1B LRRN2 LRRN4CL LSM5 LTBP1 MADD MAG MANEAL MAP1B MAP2 MAP3K14 MAP7 MAP7D1 MAPK10 MARCHF10 MBIP MBNL1 MCAM MCHR1 MDH1 MEF2C MEIS1 MEIS2 MEMO1 MEOX2 METTL9 MEX3D MFSD14A MICAL2 MID1 MITF MKNK2 MLLT3 MNT MOB4 MOSPD1 MSRB3 MSTN MXRA8 MYLIP MYLK MYO7A MYOCD MYOT MYOZ2 MYT1 NAP1L3 NCDN NCK2 NDST2 NDST4 NEBL NECTIN3 NEUROD6 NFATC1 NFATC4 NFIL3 NHLH2 NKAPD1 NKX2-2 NONO NOS1AP NOVA2 NPAS3 NPPC NPVF NR2F2 NR3C1 NRP2 NT5C1B NTF4 NTS NUDT4 NXPH1 OLFM1 OLFM4 OLIG2 OMA1 ORC4 OSBPL7 OTOP2 OTP P2RX3 PAFAH1B1 PAK6 PARP6 PBXIP1 PCBP1 PCSK2 PDE1C PDE4D PDGFA PDGFRA PDIA3 PDK4 PDZD2 PDZRN4 PELI2 PEX7 PHOX2B PICALM PIK3R1 PITPNC1 PLAG1 PLBD1 PLCE1 PLOD2 POLE2 POLR2A POLR2L POU3F4 PPFIBP1 PPM1A PPP1CC PPP1R1B PPP1R3A PPP2R5B PPP2R5C PPTC7 PRDM1 PRKAR2B PRMT3 PRR11 PRR16 PRR5L PSME4 PTH PTHLH PTPN1 PTPRC PTPRD PURA PYGM QPCT QRFP RAB1A RAB21 RAB30 RAB8B RAP1GDS1 RAPGEF6 RAPSN RARB RASA3 RBBP6 RBFOX1 RBM10 RBM14 RCAN2 RELA RFX4 RGS6 RILP RND2 RNF11 RNF14 RNF148 RNF19A RNF38 RORB RPA2 RPS2P45 RRAD RTTN RUNX1 RUNX1T1 RUNX3 SAP30L SASH1 SAT1 SBF1 SCHIP1 SCN3B SCN7A SCN8A SCP2D1 SCRT2 SEL1L SELE SELENON SEPTIN4 SESN3 SFMBT1 SGK2 SH2D4A SH3BGR SKA2 SKP2 SLC16A6 SLC18A2 SLC24A4 SLC25A35 SLC2A4 SLC35G3 SLC38A6 SLC3A2 SLC44A5 SLC4A1 SLC6A5 SLC9A2 SLF2 SLITRK5 SLITRK6 SLK SLN SMPD3 SNCAIP SNX12 SNX14 SNX17 SOBP SORBS1 SORBS3 SPACA7 SPAG5 SPAG6 SPDYE1 SPEG SPI1 SPOCK2 SPRR1A SPTBN2 SS18 ST13 ST3GAL1 STAC2 STARD13 STAT3 STEAP4 STK32C STMN4 STN1 STT3B STX6 SULF1 SYNCRIP SYNE2 SYT13 SYT4 TACC2 TAGAP TAGLN TBC1D8 TBL1X TBL1XR1 TECTA TENM1 TENM3-AS1 TEPP TET2 TEX2 TEX44 TFAP2D TFDP2 TGFB2 TGFBR1 TGM1 TIAL1 TIMM9 TJP1 TLK2 TLX3 TMEM132E-DT TMEM178A TMEM62 TMUB2 TNFRSF19 TNFRSF21 TNFRSF8 TNFSF12 TNFSF12-TNFSF13 TNNI3K TP53INP2 TP63 TPM3 TPPP2 TPRG1 TRIM54 TRIM8 TRIM9 TRIT1 TRPC4AP TRPM1 TRPV6 TSC22D1 TSHB TSHZ2 TSHZ3 TSPAN4 TTBK2 TTC17 TTC39C TTF2 TTN UCMA UNC13D UNC5C USH1G VASP VEZF1 VKORC1L1 WBP1L WDR64 WDTC1 WIPF1 WIPI1 WNT3 WSB2 XKRX XPNPEP3 YPEL4 ZBTB18 ZBTB32 ZBTB4 ZBTB47 ZFHX3 ZFP91 ZHX2 ZIC1 ZIC4 ZKSCAN5 ZMYND8 ZNF485 ZNF521 ZNF654 ZRANB1 TGACCTTG_SF1_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TGACCTTG_SF1_Q6 ABHD3 ABTB2 ACO2 ADAMTSL5 ADCY1 AFG3L2 AK2 ALDOA AMPD3 AMY2A ANKRD28 APP ARF3 ARFGAP2 ASTN2 ATP1B1 ATP5F1B ATP5F1C ATP5MC1 ATP5MC3 ATP5PF ATP6AP2 ATP6V0C ATP6V1B1 AUH BEND6 BLCAP C6orf47 C9orf24 CA2 CACNB2 CAMK2G CASQ2 CATSPER2 CCDC92 CCNE1 CDH16 CDK16 CDKL5 CEL CHAT CHCHD10 CHD2 CHGA CKB CKMT1B CLC CNTF CNTLN CNTN2 COMTD1 COX4I1 COX5B CS CTDSPL2 CTSD CX3CL1 CYC1 DEXI DHRS11 DIPK1B DIRAS1 DNAJC11 DNER EEF1A2 ELAVL3 EMC3 EMC8 ENSG00000291228 EPN3 EPS8L2 ESRRA FAM81A FANCD2 FBH1 FBXL22 FBXW4 FGF9 FNDC5 FSTL3 FZD9 GABARAPL1 GABPA GABRA3 GDPD1 GK GPBP1L1 GPR52 GPR55 HCN1 HCN4 HHATL HIGD1A HMGB3 HNF1B HOXC10 HOXC13 HSPA9 HSPD1 HSPE1 IDH3A IMMT INSR IQSEC1 JADE2 KCNG4 KCNK1 KCNMB2 KIAA0586 KIF5A KIN KIRREL3 KIRREL3-AS3 KLHL36 KLK15 LAMB2 LCA5 LINC00472 LINC01089 LINC01567 LRFN5 LUC7L3 MADD MAEA MAL MAP1B MASP1 MED26 MEF2C MEF2D MGST3 MIDEAS MNT MRPL47 MSI2 MTCH2 MTRES1 MTX2 MYL3 MYOM3 NAA25 NALF2 NCDN NDFIP1 NDUFB5 NIPSNAP2 NNAT NPTX2 NRSN2 NRXN2 NTF3 NTMT1 NTNG2 NXPH4 NYAP1 OGDHL OR10A5 PANK1 PCDH7 PDHX PDIA3 PHACTR3 PHF5A PNOC POLR3D PPP1R16B PPP3CC PRPSAP1 RAB11FIP5 RAB3A RANBP1 RANBP10 RAPGEF5 RBMS1 RBMX RCAN2 RGS7 RHCG RHOT1 RILP RIN2 RNF139 RNF19B RNF4 RPH3A RPRD2 RREB1 RS1 SCN5A SDHD SDK1 SEMA3F SEMA7A SH3GL2 SIK2 SIK3 SLC2A4 SLC30A3 SLC37A2 SLC38A3 SLC6A8 SLC9A7 SLITRK1 SNPH SNTG1 SRCIN1 ST3GAL1 ST3GAL5 ST8SIA5 STAC2 STK32A SV2A SYNGR1 SYT17 TAB3 TBC1D15 TBL1XR1 TBX6 TFRC TIMM8B TIMM9 TLCD5 TMEM161B TMEM35A TNNI1 TOMM40 TPPP3 TRAP1 TRMT2A TUBB4A UBA1 UBL3 UCHL1 UQCR10 UQCRC1 VAMP2 VASP VDAC2 VSNL1 WBP1L WDFY3 WDFY3-AS2 WDR72 WWC1 WWP1 XYLT1 YWHAH YY1AP1 ZBTB43 ZDHHC21 ZNF644 ZNF768 ZRANB1 TGACCTY_ERR1_Q2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TGACCTY_ERR1_Q2 AAMP ABCC5 ABCF3 ABHD17B ABHD3 ABHD8 ABL1 ABR ABRA ABTB2 ACAT1 ACE2 ACKR3 ACO2 ACOT8 ACR ADAM15 ADAM9 ADAMTS14 ADAMTSL3 ADAMTSL5 ADCY1 ADGRA2 ADGRL1 AFG3L2 AGAP2 AGAP3 AGBL2 AGPS AHCYL1 AIFM1 AIFM3 AK2 AKAP1 ALDOA ALPG ALX4 AMER1 AMPD3 AMPH AMY2A ANGPT1 ANGPTL8 ANK3 ANKRD28 ANO4 ANPEP ANXA9 AOC2 AP1B1 AP1G2 AP1S2 AP2M1 AP5B1 APBA2 APEX2 APP AQP7 ARF3 ARF6 ARFGAP2 ARHGAP18 ARHGAP24 ARHGAP6 ARHGEF12 ARHGEF38 ARL8A ARRDC1-AS1 ARX ASIC1 ASTN2 ASXL1 ASXL2 ATAD2 ATAT1 ATF3 ATF6 ATP1A3 ATP1B1 ATP5F1A ATP5F1B ATP5F1C ATP5MC1 ATP5MC2 ATP5MC3 ATP5MJ ATP5MK ATP5PB ATP5PF ATP6AP2 ATP6V0C ATP6V1A ATP6V1B1 AUH BAG5 BAIAP2L2 BCAR3 BCKDHA BCL2L13 BCL6 BCL9 BDNF BEND6 BEST3 BHLHE40 BLCAP BLTP3A BMPR1B BNC2 BNIP3 BOC BPIFA2 BPNT2 BRAF BTBD3 BTG2 BZW2 C12orf50 C19orf18 C1QTNF7 C1orf116 C1orf21 C6orf136 C6orf47 C7orf33 C9orf131 C9orf24 C9orf85 CA2 CACNB2 CALCA CALCB CALHM1 CALM2 CALU CAMK2G CANX CAPN12 CASQ2 CATSPER2 CBX6 CCBE1 CCDC106 CCDC38 CCDC69 CCDC92 CCDC9B CCL20 CCNB1IP1 CCNE1 CCSER2 CD37 CD86 CDC42BPA CDC42EP1 CDC42EP3 CDCP2 CDH13 CDH16 CDH20 CDH24 CDH6 CDHR5 CDIN1 CDK13 CDK14 CDK15 CDK16 CDKL5 CDKN1A CEBPB CEL CEND1 CEP97 CFP CGN CHAT CHCHD10 CHCHD4 CHD2 CHGA CHMP2A CIAO2A CIART CIPC CIZ1 CKB CKMT1B CLC CLCN2 CLDN4 CLDND1 CLIC1 CLIC4 CLIP1 CLTC CLUH CNN1 CNOT9 CNTF CNTFR CNTLN CNTN2 CNTN4 CNTN6 COA8 COLQ COMMD3 COMTD1 COPS7A CORO7 COX14 COX4I1 COX5B COX7B COX8A CPNE1 CRABP2 CREB3 CREB3L3 CRH CRISPLD2 CRTAC1 CRTAM CS CSF2 CSMD3 CSNK2A1 CSRNP1 CSRNP2 CSRNP3 CTDSPL2 CTNNA3 CTSD CUTA CX3CL1 CXXC5 CYC1 CYP1A1 CYP21A2 CYP39A1 CYTH2 DAAM1 DACT1 DAZAP1 DCHS1 DCT DCTN1 DCTN2 DCUN1D1 DCUN1D4 DDB1 DDIT3 DDIT4L DENND2B DENND2D DEPDC7 DEXI DGCR8 DGKI DHRS11 DHX35 DIAPH1 DIPK1B DIRAS1 DLAT DLG2 DLK2 DLX1 DLX4 DMD DMPK DMRT2 DNAI7 DNAJA2 DNAJB13 DNAJB8 DNAJC11 DNAJC27 DNASE1 DNER DNM1 DNMT3A DOK4 DOLK DPF3 DRAM2 DTNB DUSP3 EDARADD EEF1A2 EEF1G EFNB2 EIF4E ELAVL1 ELAVL3 ELAVL4 ELF3 ELF4 EMC3 EMC8 ENO3 ENSG00000291228 EPC2 EPHA7 EPN3 EPS8L2 ERBB4 ERGIC1 ERRFI1 ESAM ESRRA ESRRB ESRRG ETFDH ETFRF1 ETV6 EWSAT1 EXTL2 F2 FABP3 FAM162A FAM170A FAM193B FAM81A FANCD2 FBH1 FBLN1 FBLN5 FBXL22 FBXL5 FBXO24 FBXO30 FBXW4 FCHSD2 FGD2 FGF12 FGF7 FGF9 FGFR3 FGG FH FHDC1 FHL1 FHL3 FNDC5 FNDC7 FOXA1 FOXD3 FSIP2 FSTL1 FSTL3 FUT11 FXYD1 FZD9 G0S2 GABARAPL1 GABBR2 GABPA GABRA3 GABRG2 GAPDH GASK1B GBF1 GDPD1 GEMIN7 GFAP GFPT2 GJB2 GK GLI1 GLUD1 GMFG GNA13 GOLGA4 GOSR1 GOT1 GPATCH2L GPBP1L1 GPR157 GPR162 GPR52 GPR55 GREM1 GRIA4 GRID2 GRIK3 GRM8 GSE1 GSTO2 GTF2IRD1 GTPBP1 H4C3 HAS1 HCN1 HCN4 HECTD2 HHATL HIBADH HIGD1A HIPK2 HMGB3 HNF1B HOXA10 HOXA2 HOXA3 HOXA5 HOXB3 HOXB5 HOXC10 HOXC13 HOXC5 HOXD10 HOXD3 HP HPCAL4 HPN HPX HRC HRH3 HS6ST2 HSPA9 HSPB7 HSPD1 HSPE1 HTATSF1 HTR1B HYCC2 ID3 IDH3A IFFO1 IFRD1 IKZF2 IL11 IL17A IL21R ILRUN ILVBL IMMT INCA1 INO80 INPP5F INSR IQSEC1 IRAG1 IRF2BPL ISCU ITGA7 ITGB1BP2 ITGB6 ITPKA JADE2 JAKMIP2 JARID2 JMJD1C JPH2 KANK4 KCNC1 KCND3 KCNE5 KCNG4 KCNH7 KCNIP2 KCNK1 KCNK5 KCNMB2 KCNMB3 KCNN1 KCNN3 KCNQ1DN KCTD6 KIAA0586 KIF1C KIF5A KIF5B KIF6 KIN KIRREL3 KIRREL3-AS3 KLC4 KLF12 KLF7 KLHL36 KLHL41 KLK15 KLK3 KMT2A KMT2E KRIT1 LAMB2 LAMTOR3 LARP4 LCA5 LCN2 LDB3 LETM1 LHX1 LHX2 LIFR LINC00303 LINC00472 LINC00487 LINC01089 LINC01101 LINC01567 LMNTD1 LMO3 LORICRIN LRCH4 LRFN4 LRFN5 LRP5 LRPPRC LRRC41 LRRTM3 LTBP3 LTN1 LUC7L3 LYG2 LYSMD1 MADD MAEA MAL MANF MAP1A MAP1B MAP4K3 MAP4K5 MAPRE1 MARCHF1 MARCKSL1 MASP1 MAST1 MBD5 MBD6 MBOAT2 MCC MDH1 ME3 MECOM MED13 MED26 MEF2C MEF2D MEIS2 METAP1 MFAP5 MFF MFN1 MGST3 MIDEAS MIR22HG MITF MLLT6 MLST8 MLX MNT MPC2 MPP2 MPPED2 MREG MRFAP1 MROH5 MROH7 MRPL12 MRPL14 MRPL2 MRPL34 MRPL37 MRPL47 MRPS21 MRPS28 MSI2 MSX1 MT-CO1 MT-ND1 MT-ND2 MTCH2 MTRES1 MTTP MTUS1 MTX2 MYADM MYBPC2 MYF5 MYH13 MYL1 MYL3 MYLK MYOM3 NAA25 NAA50 NACC2 NAE1 NALF2 NCDN NCKAP5 NCOA2 NCOA6 NDFIP1 NDRG2 NDUFA3 NDUFA4L2 NDUFA5 NDUFB3 NDUFB5 NEDD9 NEFM NEK2 NEURL1 NEUROG2 NFE2L1 NFIL3 NFIX NFYA NHERF1 NIPSNAP1 NIPSNAP2 NKAIN3 NKX6-3 NNAT NOG NPAS2 NPTX2 NR0B1 NR1I2 NR2C1 NR2C2 NR5A2 NRAP NREP NRG1 NRP1 NRSN2 NRXN1 NRXN2 NTF3 NTMT1 NTNG2 NUFIP2 NXPH4 NYAP1 OARD1 OAT OBSCN ODAD3 ODF1 OGDHL OPHN1 OR10A5 OR3A2 OSGIN1 OSM OSR2 OTX1 OXA1L PABIR3 PACS1 PACSIN1 PALS2 PANK1 PARD6A PAX6 PAX7 PBX4 PCBP4 PCDH7 PCSK2 PCSK5 PDE1A PDHX PDIA3 PDZK1 PEX26 PFN1 PGAP2 PGF PGK1 PHACTR3 PHB1 PHF5A PIEZO1 PIM1 PIM3 PIP4K2A PIPOX PITPNM1 PITX2 PKN1 PKNOX2 PLA2G12A PLA2G2E PLCXD2 PLEC PLPPR2 PLXND1 PMEPA1 PNKD PNMA8A PNOC PNRC1 POLD4 POLR3D POU3F2 POU5F1 PPA1 PPARGC1A PPM1B PPM1E PPM1L PPP1CB PPP1CC PPP1R16B PPP2CA PPP2R3A PPP3CC PPTC7 PRDM14 PRDM16 PRDM9 PRG2 PRKAB1 PRKCSH PRLR PRMT1 PRPSAP1 PRR7 PRRX2 PSD3 PYGM R3HDM2 RAB10 RAB11FIP5 RAB22A RAB3A RAB6B RABGGTB RADIL RANBP1 RANBP10 RAP1GAP RAP1GAP2 RAPGEF5 RAPH1 RARA RASGRP2 RASSF1 RB1CC1 RBFOX1 RBM4B RBMS1 RBMX RBP3 RBPMS RCAN2 RCOR2 RELL2 REM2 RFX1 RFX5 RGS3 RGS7 RHCG RHO RHOG RHOQ RHOT1 RILP RIMS2 RIN2 RND3 RNF121 RNF139 RNF14 RNF19B RNF2 RNF4 RNGTT RP1L1 RPE RPH3A RPL27A RPL32 RPP25L RPRD2 RPS14 RPS4X RPS6KA2 RPS6KA5 RRAGD RRBP1 RREB1 RS1 RTKN RTN3 RTN4R RTP3 RUNX1T1 RXFP4 S100A5 SAG SAMD14 SAP18 SART3 SAT1 SATB1 SCAI SCAMP5 SCFD2 SCN5A SCNM1 SCNN1A SCT SCUBE3 SDHB SDHD SDK1 SELENOI SEMA3F SEMA7A SENP1 SERINC2 SERPINC1 SF3B4 SGIP1 SH2B3 SH2D2A SH3GL2 SH3RF2 SHB SHISA7 SIK2 SIK3 SIRPA SIX6 SLC10A7 SLC16A13 SLC16A6 SLC16A8 SLC22A11 SLC24A4 SLC25A13 SLC25A27 SLC25A3 SLC25A34 SLC25A4 SLC25A5 SLC26A3 SLC26A6 SLC27A4 SLC29A2 SLC2A13 SLC2A4 SLC30A3 SLC31A1 SLC31A2 SLC37A2 SLC38A3 SLC41A1 SLC4A3 SLC6A8 SLC6A9 SLC7A9 SLC9A3 SLC9A7 SLCO2A1 SLCO3A1 SLITRK1 SMAD7 SMARCA1 SMARCA5 SMARCC2 SMIM3 SMOC1 SMPD1 SNPH SNTG1 SOCS2 SOD3 SORCS1 SORL1 SORT1 SOX12 SOX4 SOX5 SP2 SP8 SPAG8 SPAG9 SPATA20 SPATA3 SPATA32 SPATC1 SPEM1 SPRY4 SPTAN1 SRCIN1 SRSF6 ST20-AS1 ST3GAL1 ST3GAL5 ST8SIA1 ST8SIA5 STAC2 STAT5A STAU1 STEAP2 STIM1 STK32A STK38L STMN1 STRADB SUN5 SV2A SYNGR1 SYNGR3 SYNPO SYT17 TAB3 TAFA1 TAFAZZIN TAGLN2 TAOK2 TAOK3 TBC1D15 TBC1D22A TBL1XR1 TBX5 TBX6 TBXAS1 TCERG1 TCF7 TCF7L2 TEK TENM3-AS1 TEX35 TF TFEB TFRC TGM6 THPO TIMM23 TIMM44 TIMM8B TIMM9 TLCD5 TLL2 TLN1 TLR4 TLX2 TM2D2 TMCC1 TMED4 TMEFF1 TMEM135 TMEM161B TMEM182 TMEM187 TMEM196 TMEM270 TMEM35A TMEM38A TMEM43 TMEM50B TMEM71 TMSB4XP4 TMTC1 TNFRSF12A TNNI1 TNNI3 TNXB TOMM40 TOMM70 TP53BP1 TPI1 TPM2 TPM3 TPM4 TPPP3 TRAK2 TRAP1 TRERF1 TRIP10 TRMT10A TRMT2A TRPM4 TSC22D2 TSPAN12 TSPAN7 TSSK3 TTC19 TTL TUBB4A UBA1 UBAC1 UBE2D3 UBE2K UBL3 UBQLN3 UCHL1 UGP2 UHRF2 UQCR10 UQCRC1 UQCRC2 UQCRH USP2 USP25 USP3 USP31 USP37 USP51 VAMP1 VAMP2 VASP VDAC2 VEGFA VEZF1 VPS26C VSNL1 VTA1 WBP1L WBP4 WDFY3 WDFY3-AS2 WDR72 WDR77 WDR81 WDR82 WNT10A WNT4 WTAP WWC1 WWP1 XPR1 XYLT1 XYLT2 YBX2 YTHDF2 YTHDF3 YWHAG YWHAH YY1AP1 ZBTB33 ZBTB40 ZBTB43 ZDHHC21 ZDHHC5 ZFP91 ZFYVE9 ZIC4 ZMAT3 ZMAT4 ZNF143 ZNF296 ZNF532 ZNF644 ZNF687 ZNF768 ZNF775 ZRANB1 ZRSR2 ZSWIM1 ZSWIM3 TGACGTCA_ATF3_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TGACGTCA_ATF3_Q6 ABCE1 ABHD16A ADAP1 ADCY8 ADNP2 AFF4 AHI1 AKIRIN1 ALS2 ANAPC10 AREG ARIH1 ARL4D ASPHD1 ATG5 ATL2 ATP6V0C AVPI1 BABAM2 BNIP3L BRAF C11orf87 C1orf35 CAMK2D CBX8 CCDC148 CCN4 CCNA2 CD2AP CDS1 CDX4 CENPE CHGB CHMP1B CHPF CLDN6 CLDN7 CLSTN3 CMSS1 CREM CRH CTC1 CXCL16 CYLD CYSTM1 DAAM2 DCTN1 DDX19A DDX28 DDX51 DEPDC4 DHX36 DIO2 DNAJC27 DNTTIP1 DUS2 DUSP1 EEF2 ELL2 ELOVL5 EPB41 EPHA2 FAM131A FAM174A FGF6 FLT1 FOXD3 G3BP2 GEM GLI1 GLOD4 GNB4 GNL1 GPBP1 GPM6B GPR3 GTF3C1 H4C5 HAS1 HDX HS3ST2 HS3ST3A1 HSP90AB1 ID1 IFT20 IKBKB ING4 INTS7 IRF2BPL IRX4 IRX6 JUND KCNA5 KCNF1 KCTD8 KICS2 KYAT1 LDHA LGR5 LMCD1 LTBP1 MAF MAFF MAOA MAP1LC3A MAP3K13 MAPK10 MBNL2 MCAM MITF MLF2 MMGT1 MRGPRF MRM3 MRRF MYL6 NCALD NDUFA10 NDUFB2 NEUROD6 NF1 NOC4L NOL4 NR2E1 NR4A2 NUBPL NUP214 NUP42 NUP98 OGDH OSBPL9 OSR1 PACRGL PAFAH1B1 PARD6A PCSK1 PDLIM3 PDP1 PEG3 PER1 PFAS PHACTR3 PITX2 PKP4 PLCD3 PNMA3 PNMA6A PNRC1 PPARGC1A PPM1A PPP1R15A PPP2R2A PRR3 PTPRU RAB25 RAD51C RAI1 RALGAPA1P1 RBKS RBM18 RBP5 RCAN1 RCE1 RELB RIPOR1 RNF44 RNF7 RPL41 RPRD1A RPS29 RUNDC3A RUSC1 RUSC1-AS1 SCAMP5 SCG2 SDHB SEMA4C SENP2 SGIP1 SIK1 SLC18A2 SLC25A25 SLC38A1 SNAP25 SPAG9 SPATA7 SRRM4 SST ST13 STAT3 SULT4A1 SUV39H2 SYNGR3 TAOK2 TBC1D32 TEX14 TGIF2 TH THADA THOC1 TIPRL TMEM147 TMEM39A TMEM59L TNFAIP1 TP53INP2 TRAF4 TRAP1 TSC22D2 TSPAN7 UBE2H UCN UMPS USP48 VGF VPS37B WFDC3 WNT10A XPNPEP3 YTHDC2 YWHAZ ZBTB11 ZBTB37 ZC3H10 ZFAND2B ZFYVE27 ZIM2 ZMYM2 ZMYND15 ZNF184 ZNF335 ZNF367 ZNF516-DT ZNF576 ZNF593 TGANNYRGCA_TCF11MAFG_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TGANNYRGCA_TCF11MAFG_01 AAK1 ABCA7 ABCB6 ABCC6 ABCF3 ACO1 ADAM23 AHNAK ALDOB ALKBH5 ANGPT1 ANGPTL4 ANKS1B ANP32E AP1G1 ARF4 ARRDC3 ASAP2 ASPSCR1 ATL1 ATP1B1 ATP2A3 BACH1 BAHD1 BARHL2 BAZ2A BBLN BCL6 BLMH BNIP3 BRD2 BSCL2 BTK C1orf122 C2orf27A C8orf82 CA14 CACNB1 CAMKK1 CAVIN2 CBX6 CBY2 CD200R1 CD2AP CDC37L1 CDC42SE1 CDC45 CDK9 CDON CFL2 CIPC CIRBP CLCN5 CLIP2 CLTC CMAS CNBP COLCA1 CPNE6 CPXM1 CPZ CRH CRYGN CST7 CTNND1 CYTOR DDX17 DHDDS DLG3 DMD DNAJC7 DOCK4 DRP2 DTNA DTX2 DUSP13 DUSP2 DYNC1I1 DZANK1 EEF2 EIF5 EMB EML3 ENO1 ESR1 FAM83H FBLN2 FBXO2 FBXO44 FCHSD1 FGF1 FGF11 FGF9 FLNC FMNL1 FOXG1 FOXP2 FTSJ3 GAB2 GABARAPL1 GADD45A GADD45G GAL3ST4 GAPDH GAST GEMIN7 GK GNG3 GOLM2 GPD1 GRM7 GSTP1 HDLBP HINT1 HNF1A HNRNPR HOXB8 HSP90AB1 HSPA9 HSPB3 IL6 IPO11 IQGAP1 ITPRIP JADE1 JAZF1 KAT8 KCNA6 KCNAB1 KCND1 KCNH3 KCTD4 KDELR2 KLHL11 KLHL3 KRT13 KRT27 KRT33B KRT36 LARP4 LIN54 LINC00472 LINC02694 LRP1 LRP1B LTA LYVE1 MAP4 MAPK10 MAPK12 MAPK3 MCAM MDGA2 METTL2A METTL2B MIA2 MIR22HG MIR9-1HG MLLT11 MMP9 MTMR4 MYH13 MYL3 MYO1C MYOC NABP2 NANOS1 NAP1L2 NAP1L5 NDUFC1 NECAB3 NEDD9 NKIRAS2 NR4A3 NR6A1 NRG1 NRXN2 NTPCR NUDT10 NUDT11 OMG OSBP OSER1 OSTC P2RX6 PADI4 PAFAH1B1 PCDHAC2 PFKFB1 PHF21B PIK3C2B PIM1 PLBD2 PLEC PLEKHH3 PLPPR2 POP1 PPARG PPP2CA PPP2R2B PRDM1 PRR7 PSMA1 PSMB1 PSMB2 PSMC5 PSMD11 PSMD7 PSMD8 PTGES2 PTGES3 PTPRN RAB5IF RAB6A RABGGTB RAG1 RAN RARG RASAL1 RBBP7 RFTN2 RHO RHOG RIDA RNF13 RNF182 ROM1 RORC RPL23 RSPO2 RYR1 SAMD12 SAMD7 SEC23A SEC24D SEL1L3 SEPTIN9 SERPINB5 SERTAD4 SGMS1 SIX6 SLC16A6 SLC22A18 SLC22A18AS SLC25A51 SLC35B1 SLC50A1 SLC7A8 SLC8A3 SMARCA2 SMOX SMPX SNCB SNTB2 SNX10 SOX5 SPATS2 SPEG SPTLC2 SQSTM1 SRCIN1 SSR1 STMN2 SUMO2 SUMO4 SYT2 SZT2 TANGO2 TBL1X TBL1Y TBP TBXAS1 TFAP2D TFEC TINAG TLL1 TLR8 TMCC1 TMEM263 TMEM47 TOB1 TOMM70 TOX2 TPM3 TREML2 TSPAN13 TSPAN17 TTLL7 TUBA1C TUBA4A TUBA4B TUT1 TXNL1 TYRO3 UBE2D1 UCHL1 UFD1 UNKL USP34 VASP VCP VPS26A WDFY3 WDFY3-AS2 WDR81 YWHAG ZNF296 TGANTCA_AP1_C https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TGANTCA_AP1_C ABCA2 ABCB6 ABCD1 ABCE1 ABCF3 ABHD2 ABHD4 ABI3 ABTB3 ACADVL ACP3 ACSL3 ACSL4 ACTN4 ADAM15 ADAMTS14 ADAMTS6 ADAMTSL1 ADAP2 ADCY8 ADGRF2 ADGRG1 ADGRG4 ADGRL2 ADM ADRA1A ADRA2C AEBP1 AGBL5 AGPAT4 AGR2 AHI1 AIF1L AIG1 AK5 AKAP1 AKIRIN2 AKR1B1 AKT1S1 AKT3 ALDOA ALOXE3 ALS2 ALS2CL AMBN AMDHD2 AMY2B ANAPC10 ANGPT1 ANGPTL4 ANK3 ANKRD22 ANKRD28 ANKRD40 ANXA7 AP2A2 AP2M1 AP4S1 AP5B1 APOBEC1 APOBR APP AQP5 ARAP2 ARF1 ARHGAP32 ARHGAP8 ARHGEF2 ARID3B ARIH1 ARPC5L ARPP21 ARX ASB5 ASCL2 ASPH ASS1 ASXL1 ATF4 ATG13 ATL1 ATP11C ATP1B1 ATP2A2 ATP5F1A ATP6V0A1 ATP6V0D2 ATP6V1A ATP6V1C1 ATP6V1H ATXN7L2 AVP AXIN2 BABAM2 BACH1 BAG2 BARHL2 BAZ2A BBLN BCAS3 BCL2L10 BCL9L BDKRB1 BDKRB2 BDNF BEND6 BICDL1 BLMH BLOC1S1 BMAL1 BMAL2 BMP2 BMP5 BNIP3 BRD2 BTG3 BTK BUB3 BUD31 C15orf39 C19orf33 C1QTNF8 C1orf21 C1orf210 C1orf220 C22orf31 C2CD2L C3AR1 C7orf33 CA7 CA9 CAB39 CACNA1A CACUL1 CALB2 CAMK4 CAMKK1 CAPN12 CAPN6 CAPNS1 CASK CASKIN1 CAVIN1 CAVIN3 CBFA2T2 CCDC120 CCDC14 CCDC141 CCDC50 CCL27 CCR7 CCR9 CD151 CD244 CD68 CDC14A CDH23 CDH5 CDK14 CDKN1A CDKN2C CEP135 CEPT1 CHCHD4 CHMP4B CHP1 CHRM1 CHST1 CHST4 CHST9 CIDEC CIRBP CKMT1B CLC CLCN5 CLDN15 CLDN16 CLDN17 CLDN4 CLDN9 CLIC1 CLRN1 CLSTN3 CLVS1 CMAS CNGB3 CNOT6L CNTD1 CNTF CNTNAP2 COA3 COBL COL16A1 COL1A1 COL27A1 COL5A2 COL5A3 COL7A1 COMMD10 COQ8B CPA4 CPA6 CPNE1 CPNE8 CPSF7 CRACDL CRB3 CREB5 CRISP1 CRNN CRYBA2 CRYGS CSF1R CSF3 CSMD3 CSN1S1 CSNK1A1 CSPG4 CSRNP1 CST6 CST7 CSTPP1 CTHRC1 CTNNAL1 CTTNBP2NL CXCL14 CXCL5 CXCR5 CYFIP1 CYRIA CYTOR DCAKD DCLK1 DCSTAMP DCT DCTN2 DCX DDIT3 DDR1 DDX17 DENND1B DES DGKA DGKB DHRS3 DHX40 DIAPH1 DIDO1 DIRAS1 DLG4 DLL1 DLX1 DMD DMKN DMPK DNAI3 DNAJC5B DOCK4 DOK1 DPYD DRP2 DSC2 DSC3 DSTN DTNA DTNB DTX2 DUSP13 DUSP14 DUSP22 DYNC1H1 DYNC1LI1 DYRK1A DYSF EAF1 EBF2 ECM1 EDN3 EEF1A1 EEF1A2 EFNA1 EHF EIF3J EIF4G1 ELAVL2 ELK3 ELL ELOVL1 ELOVL4 EML3 EMP1 EMP3 EN1 ENO1 ENO2 ENO3 EPB41L1 EPHA1 EPHA2 EPHB2 EPHX4 EPN3 EPS8L3 ESR1 ESRRG ETFB ETV4 ETV5 EXD1 EYA1 F2RL2 F3 FABP4 FADS3 FAM117A FAM120C FAM135B FAM180A FAM184A FAM20A FAM81A FAM91A1 FAP FBP2 FBRS FBXO2 FBXO24 FBXO30 FBXO44 FBXW11 FCHSD1 FERMT3 FEZF2 FGF1 FGF10 FGF11 FGF12 FGF13 FGF9 FHL3 FKBP5 FLI1 FLNC FOSL1 FOXA1 FOXN1 FRMD5 FSIP2 FST FURIN G0S2 GAB2 GABARAPL1 GADD45A GADD45B GADD45G GALNT13 GAPDH GAPDHS GASK1B GAST GDNF GEN1 GFAP GFI1 GFRA1 GGN GIGYF2 GIPC1 GIT1 GIT2 GJA1 GJA5 GJB3 GJB5 GKN1 GLI2 GLT8D2 GNAI1 GNGT2 GPAT3 GPC3 GPM6A GPNMB GPR141 GPR158 GPR174 GPR183 GPR3 GPR55 GPR87 GPRIN3 GPX1 GRIA1 GSDME GSE1 GSTP1 GTF2F2 GTPBP2 GZMB H3-3B HARBI1 HAUS1 HBEGF HCFC1R1 HCLS1 HCN3 HDAC3 HDAC9 HEPH HID1 HILPDA HK3 HMGA1 HNF1A HNRNPD HOXA11 HOXB4 HOXC10 HPCAL4 HS3ST2 HS3ST3B1 HSD3B7 HSPA9 HSPB3 HSPB6 HSPB7 HSPG2 HTR1D IDS IGFBP6 IGSF21 IGSF3 IGSF8 IGSF9 IL10 IL11 IL16 IL1R1 IL1RN IL21 IL22RA1 IL23A IL24 IL27 IL6 IL7R IL9 ILDR2 IPO11 IQCF1 IQSEC1 IRAK1 ISG20 ITGA2 ITGAX ITGB4 ITM2B ITPKC IVL JAK2 JAZF1 KBTBD8 KCNA2 KCND1 KCNH2 KCNH3 KCNK1 KCNK10 KCNN4 KCNQ1DN KDM3A KDM5C KIRREL3 KLF5 KLF9 KLHL13 KLHL40 KLHL41 KLHL7 KLK12 KMT2C KPNA4 KRT10-AS1 KRT13 KRT14 KRT15 KRT16 KRT17 KRT19 KRT25 KRT78 KRT8 KRT86 KRTAP13-2 KY LAMA3 LAMB3 LAMC1 LAMC2 LAT LDB3 LENEP LEXM LGALS1 LGALS3 LGALS7 LGALSL LGI3 LINC00649 LINC01567 LINC02694 LINC02908 LINC03042 LMNA LMO4 LMOD3 LNPEP LNX1 LONRF3 LORICRIN LOXL4 LPAR4 LPP LRCH4 LRP1 LRP1B LRRC15 LRRC2 LRRC32 LRRC8E LRRFIP2 LRRN3 LRRN4CL LRRTM3 LRSAM1 LTB4R2 LTBP3 LUC7L LY6D LY6G6C LY6G6D LYNX1 LYSMD2 LYVE1 MACF1 MAGED1 MAMDC2 MAP1A MAP2 MAP3K6 MAP4 MAP4K5 MAP7D1 MAPK10 MAPK12 MAPK3 MAPRE3 MARCHF1 MARK1 MARK2 MASP1 MAST2 MCF2L MCTP1 MDFI MDM2 MECOM MECP2 MED15 MED25 MEF2C METTL6 MGST3 MICALL1 MIDEAS MIER1 MIR17HG MIR22HG MITF MLEC MME MMP1 MMP12 MMP13 MMP19 MMP20 MMP3 MMP7 MMP9 MMRN2 MNT MPP3 MPRIP MPV17 MPZL2 MRGPRF MRPS23 MSI1 MSTN MT3 MYB MYBPH MYH14 MYL6B MYLK MYOZ2 MYRF N4BP1 NAA50 NAPB NASP NAT9 NCAN NCDN NCOA4 NCS1 NDP NDRG2 NDST4 NDUFA13 NEBL NECAB3 NEFH NEFM NEK6 NEK8 NFATC4 NFE2L3 NFRKB NLGN3 NLK NME1 NMT1 NOTCH4 NPEPPS NPFFR1 NPHP4 NPPB NPTN NR0B2 NR1D1 NR1I3 NRAS NRDC NRG1 NRIP3 NRN1L NRP2 NRXN1 NRXN3 NSD1 NT5C1B NTN4 NUAK1 NUDT10 NUDT11 ODAPH ODF1 OLR1 OMD OMG ONECUT2 OR2F1 ORAI1 OSBP OSMR OTP OTUB2 P2RX6 PA2G4 PACSIN3 PADI3 PADI4 PAF1 PAFAH1B1 PAK6 PALS1 PAPPA PAWR PCDH17 PCDH9 PCSK1N PCSK6 PCYT2 PDAP1 PDE1B PDE4D PDE6H PDGFRA PDGFRB PDLIM2 PDZD9 PDZRN4 PEA15 PERP PEX5 PFKFB2 PFKFB3 PFN1 PHF23 PHF3 PHLDA2 PHLDB3 PI15 PIANP PIK3C2G PIM1 PIP4K2C PIP5K1A PITPNC1 PKM PKN1 PKN3 PKNOX2 PKP3 PLA2G2E PLA2G4F PLAU PLBD2 PLCD1 PLCD4 PLEC PLEKHH3 PLP2 PMCH PMP22 PODN POLD4 POLR3E POPDC3 POU2AF1 PPARGC1A PPP1R15A PPP1R3C PPP1R8 PPP1R9B PPP2CA PPP2CB PPP2R2A PPP2R2B PPP2R2C PRDM1 PRDM12 PRDM13 PRF1 PRKAG3 PRKCG PRLHR PROCR PROK2 PROM2 PROSER3 PRPF38B PRR7 PRRG4 PRSS22 PRSS36 PRX PSMA1 PSMA3 PSMA5 PSMD1 PSMD11 PSMD12 PSMD2 PSMD4 PSMD7 PSME4 PSTPIP1 PTH1R PTMS PTP4A1 PTPRN PTPRR PTPRU PVALB RAB27B RAB30 RAB34 RAB3D RAB5A RABGAP1L RASEF RASL11B RASSF8 RB1CC1 RBBP7 RBKS RBM39 RBP4 RBPJ RCAN1 RCAN2 REEP4 RELA RELCH RELL2 RELT REPS1 RERE RGS2 RGS3 RGS8 RHBDF1 RHO RHOC RHOG RHOQ RIMS1 RIN1 RIN2 RIPK4 RIT1 RNF144B RNF145 RNF182 RNF186 RNF34 RNF44 ROCK2 ROM1 RPL23A RPL39 RPS20 RPS6KA3 RPS6KA4 RTL9 RTN1 RTN3 RTN4 RUNDC3A RUNX1 RUNX1T1 RXFP2 RYBP S100A10 S100A2 S100A5 S1PR1 S1PR2 SAMD14 SAT1 SBSN SCAMP1 SCEL SCN5A SCOC SCRN1 SDCBP SDHAF2 SEC16B SEC24D SEL1L3 SEMA3B SEMA6B SEPTIN4 SEPTIN9 SERINC2 SERPINB2 SERPINB5 SERPINB7 SERTAD1 SFN SFR1 SFTPC SFTPD SGCZ SGK1 SGK3 SGMS1 SH2D1B SH2D3A SH3D21 SH3RF1 SH3RF2 SHC3 SHISA5 SHOX2 SHROOM1 SIPA1L1 SKIDA1 SLC10A2 SLC11A1 SLC16A6 SLC1A5 SLC22A18 SLC22A18AS SLC22A2 SLC24A4 SLC25A23 SLC25A24 SLC25A45 SLC25A51 SLC26A1 SLC26A9 SLC35B1 SLC35E4 SLC35F6 SLC38A1 SLC38A2 SLC38A3 SLC38A6 SLC39A13 SLC4A11 SLC5A2 SLC6A10P SLC6A12 SLC6A14 SLC6A5 SLC7A8 SLC9A1 SLC9A7 SLC9A8 SLCO5A1 SLITRK6 SLURP1 SMARCA2 SMC6 SMPX SMTN SNAP25 SNCB SNCG SNPH SNX10 SOST SPAG9 SPARC SPATA16 SPATS2 SPINK6 SPR SPRED1 SPRR1A SPRR1B SPTA1 SPTBN2 SPTLC2 SQSTM1 SRPK2 SRPX2 SRSF2 SSBP3 SSH2 SSTR2 ST18 ST6GALNAC5 STARD13 STARD8 STAT1 STAT5B STAT6 STC1 STC2 STK10 STK40 STMN2 STOML2 STRN3 STX11 STX1A SUOX SUPT4H1 SV2A SVIL SYN1 SYNGR1 SYNPO SYP SYT10 SYT2 SYT8 SYTL1 TAB2 TAC1 TAF15 TAFA4 TAGLN2 TBC1D10B TBC1D17 TBL1X TBL1Y TBXAS1 TCF12 TENM3-AS1 TENT5A TENT5B TEX19 TFB1M TFE3 TFEB TFF1 TFPI2 TGFBR2 TGIF1 TGM1 TGM3 TGM7 THBS1 THOC6 THPO THRB TIAL1 TINAG TINAGL1 TLK2 TLL1 TLN2 TLX2 TM4SF19 TMCC1 TMEM104 TMEM134 TMEM14B TMEM151A TMEM156 TMEM40 TMEM43 TMEM50B TMEM95 TMPRSS11F TNFRSF12A TNFRSF9 TNIP3 TNKS2 TNRC6A TNXB TOB1 TOR1AIP1 TOR1AIP2 TOR4A TP63 TPBG TPM2 TPP1 TRAF3 TRAF3IP2 TRAPPC3 TREX1 TRIB1 TRIM25 TRIM29 TRIM47 TRIM54 TRIM8 TRIM9 TRPV3 TSKU TSPEAR TSR1 TSSK6 TTC1 TTLL6 TTLL7 TUBA1C TUBA4A TUBA4B TUBB4A TXLNG TYSND1 UBA1 UBALD1 UBALD2 UBE2C UBE2D1 UBE2E3 UBE2R2 UBE3A UBQLN1 UBQLNL UCN2 USP12 USP13 USP2 USP3 UVRAG VAMP2 VAMP5 VAPA VASN VASP VAT1 VAX1 VCL VDR VEGFA VEGFD VEZF1 VGF VIL1 VIT VPS25 VTCN1 VWA7 WASF2 WDFY3 WDFY3-AS2 WDFY4 WDR81 WNT3 WNT6 WNT7B WNT8B XDH XIRP1 XPOT XYLT1 YAE1 YIF1A YPEL5 YWHAB YWHAG YWHAZ ZBTB32 ZBTB41 ZBTB43 ZC2HC1C ZFAND5 ZFP28 ZFP36L1 ZFR ZFYVE26 ZFYVE9 ZHX3 ZMAT5 ZNF207 ZNF277 ZNF362 ZNF385B ZNF436 ZNF503 ZNF516-DT ZNF654 ZNF771 ZNF827 ZNFX1 ZPBP2 ZRSR2 TGASTMAGC_NFE2_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TGASTMAGC_NFE2_01 ABCA2 ABCB6 ABCD1 ABCF3 ABHD4 ABI3BP ADAM15 ADRA1A AKIRIN2 AKT3 ALDOA ALS2CL ANGPTL4 AP5B1 ARHGAP32 ARHGAP8 ASS1 BACH1 BAG2 BAZ2A BLMH BNIP3 BTK C2CD2L CA9 CALB2 CAMKK1 CD44 CDH23 CELA1 CLC CLDN15 CLIC1 CMAS COQ8B CPA6 CPNE8 CRYBA2 CRYGS CYTOR DDX17 DHRS3 DIRAS1 DLX1 DPY19L3 DTNA DTX2 DUSP13 DYNC1H1 E2F3 EIF4E EIF4G1 EML3 ENO1 ENO3 ETV5 EYA1 FBXO2 FBXO30 FBXO44 FGF11 FGF9 FLT1 FOSL1 GABARAPL1 GADD45A GADD45G GAPDH GAST GSE1 GSTP1 HDAC3 HS3ST2 HSPA9 IDS IL18RAP IL6 ITPKC LAMA3 LENEP LIMK1 LINC02694 LINC02908 LRP1B LRRC2 LRRFIP2 LYVE1 MAP2K1 MAP4 MAPRE3 MDFI MDM2 MFN2 MLEC MMP19 MMP9 MMRN2 MT3 MYBPH MYO10 NCDN NECAB3 NEFH NR1D1 NRDC NRN1L NUDT10 NUDT11 OMG OTUD7B P2RX6 PADI4 PAK6 PALS1 PDE4D PEA15 PFN1 PHLDA2 PLBD2 PLCD1 PLEC PLEKHH3 PLS3 PPP1R9B PPP2CA PPP2R2C PRDM1 PROCR PRR7 PSMA3 PSMD1 PSMD11 PSMD12 PSMD2 PSMD7 PTPRN PVALB RAB13 RAB3D RABEP1 RB1CC1 RBBP7 RELL2 RIT1 ROM1 RTN3 S100A2 SEC24D SEPTIN4 SERPINB5 SFTPC SH3BGRL2 SKP1 SLC16A6 SLC22A18 SLC22A18AS SLC25A51 SLC26A1 SLITRK6 SMPX SNCB SNCG SNX10 SPATS2 SPTA1 SQSTM1 SYNPO SYT2 SYTL1 TECPR1 TENM3-AS1 TENT5B TEX19 TIAL1 TINAGL1 TLL1 TLX2 TMCC1 TNXB TTC1 TUBA1C TUBA4A TUBA4B TUBB4A USP13 VASP VAT1 VDR WDFY3 WDFY3-AS2 XPOT ZBTB32 ZC2HC1C ZMAT5 ZNF771 TGATTTRY_GFI1_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TGATTTRY_GFI1_01 ACTL6A ADCY8 AGPAT4 AGR2 AGTR2 AK8 ALDH1A2 ALKBH3 ALPK2 ALX3 ANKRD29 ANXA2 ARFGEF1 ARHGAP36 ARHGAP4 ARL4C ARPC5L ASB4 ASCL3 ATP5MC2 ATRX BCORP1 BDNF BRINP3 C12orf42 C1QTNF7 C1orf43 C3orf36 C8orf17 CAB39L CACNA1E CADM2 CALN1 CARD11 CASKIN1 CASQ2 CAVIN2 CCDC186 CCDC80 CCND1 CCNG2 CCSER2 CD226 CD36 CDCA7 CDH13 CDH6 CDK14 CDON CDX2 CES5A CHN1 CHRDL1 CIBAR1 CLDN8 CLMN CLRN1 CLSTN2 CNKSR1 CNPPD1 COLEC12 CPO CRB1 CREB5 CRIM1 CRISP1 CRYZL1 CTLA4 CTNNA2 CTNND1 DEPTOR DGCR8 DMBT1 DMD DRD5 DSC1 DTNA EBF1 ELAVL4 EMILIN2 ESR1 ESRRG FAM110D FAM133A FBXO32 FGF14 FGF20 FGF7 FGFR4 FLRT1 FN1 FOXN3 FOXP2 FRMPD1 FYN G6PC1 GABRA1 GALNT7 GAS2 GDNF GEMIN4 GFRA3 GNB3 GOLGA1 GOLT1A GPBP1 GPM6A GPR17 GPR18 GPX1 GPX2 GRAMD1C GRB10 GREM1 GRIA3 GSS GUCA1C HBP1 HERC1 HIBADH HIVEP3 HNRNPA0 HOXA2 HOXA3 HOXA5 HOXA6 HOXA7 HOXA9 HOXB5 HOXB6 HOXB7 HOXB8 HOXB9 HOXC4 HOXC5 HOXC8 HOXD10 HOXD11 HOXD3 HOXD9 HS3ST4 IARS1 IGF2BP3 IL21 IL25 IP6K2 ITGB8 ITSN1 JAK1 JAZF1 JMJD1C JOSD1 JPH4 KCNA3 KCNK16 KLF15 KLHL1 KPNA3 KRT9 LAMTOR3 LCP1 LDB2 LHFPL6 LIF LINC00671 LINC01164 LRMDA LRP2 LRRC2 LSAMP MAB21L3 MAP1B MAP2K7 MAP3K3 MAPK10 MAPK8 MEF2C MEIS2 MID1 MIR137HG MIR503HG MLIP MRAS MROH2B MSR1 MYBPC1 MYOT NAA40 NAP1L3 NECTIN3 NIPAL3 NIPBL NMNAT2 NMNAT3 NMU NOVA1 NPPB NR5A1 NRP2 NRXN1 NRXN3 OFCC1 OR10J1 OTOP2 OTX1 PAK6 PAX2 PBK PCDHGC3 PCLAF PHC2 PITX2 PLPP1 POGZ POU2F1 POU3F2 POU4F2 PPARGC1A PPP2R2A PRKRIP1 PRSS35 PSPN PTEN RAB30 RALYL RANGAP1 RASGRF2 RELCH REN RIMS2 RNF111 ROBO3 RP1L1 RUNX1T1 RXRG SAAL1 SALL1 SARS1 SEMA3C SH3BP5 SIX1 SIX3 SIX6 SLC25A25 SLC2A12 SLC6A5 SLCO2A1 SNAP25 SNCA SND1 SOHLH2 SOX4 SOX5 SP6 SP8 SPACA9 SRC SRPK2 SRSF6 STC1 STK31 TBX4 TCF12 TCF21 TEAD1 TGIF1 TLK1 TMEM117 TMEM178A TRERF1 TSC1 TSGA10 TSHZ2 UPK1A USH1G USP5 VAV3 VCPKMT VPREB3 VPS50 VSTM2L VWA3B WASL WDPCP WNT2 XPR1 ZBTB20 ZFHX4 ZFPM2 ZHX2 ZIC1 ZIC4 ZNF485 ZNF503 ZNF521 ZRANB1 TGAYRTCA_ATF3_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TGAYRTCA_ATF3_Q6 ABCE1 ABHD16A ABI3BP ABLIM2 ABR ACAP3 ACSBG2 ACTL7A ACTL9 ACTR1B ADAM11 ADAP1 ADARB2 ADCY8 ADGRG4 ADNP2 ADRA1B AFF4 AGO2 AHI1 AJUBA AKAP12 AKAP3 AKIRIN1 ALLC ALS2 ANAPC10 ANGPTL2 ANKS1A AP2A2 AREG ARHGAP30 ARIH1 ARL4D ASB17 ASPHD1 ATG5 ATL2 ATP5F1D ATP6AP1 ATP6V0C AVPI1 BABAM2 BARHL1 BNIP3L BRAF BSCL2 BSDC1 BSND C11orf87 C18orf54 C1orf116 C1orf35 C1orf43 C22orf31 C5orf46 C9orf24 CA12 CACNA1G CALCA CALM1 CAMK2D CAPZA3 CARTPT CBFA2T2 CBX8 CCDC148 CCDC54 CCDC86 CCIN CCL4 CCN4 CCNA2 CD2AP CD74 CDC42EP4 CDK13 CDR2L CDS1 CDX4 CELF3 CELSR3 CENPE CFL2 CFTR CH25H CHD4 CHGB CHMP1B CHPF CLCN4 CLCN5 CLDN6 CLDN7 CLSTN3 CMSS1 CNN1 CNN3 COL6A3 CPNE1 CREBZF CREM CRH CRLS1 CRX CS CSNK1G2-AS1 CSPP1 CTC1 CTNND1 CUZD1 CXCL16 CYLC2 CYLD CYP11A1 CYSTM1 DAAM1 DAAM2 DAPK3 DCDC1 DCTN1 DDX17 DDX19A DDX28 DDX51 DENND2B DEPDC4 DES DHX36 DIO2 DLGAP4 DMP1 DNAI1 DNAI3 DNAJB4 DNAJC1 DNAJC13 DNAJC14 DNAJC27 DNAJC5B DNTTIP1 DOK1 DTD2 DUS2 DUSP1 DUSP10 DUSP3 EEF2 EFS EGFR EHD1 ELL2 ELOVL5 EPB41 EPHA2 ERCC6L2 ESM1 ESS2 EYA1 F2RL2 FAIM2 FAM131A FAM170A FAM174A FAM186B FAM219A FAM53C FAM81B FAXC FBXO34 FBXW11 FEZF2 FFAR3 FGF12 FGF23 FGF6 FIGN FLRT3 FLT1 FOS FOXD3 FSCB G3BP2 GAB2 GABARAPL1 GALNT15 GAPDHS GARIN1B GBP5 GEM GLI1 GLOD4 GLT6D1 GLTP GNB4 GNG3 GNL1 GPBP1 GPM6B GPR162 GPR22 GPR3 GPR42 GPRASP2 GRIA4 GRIN1 GRK2 GTF2F1 GTF3C1 H4C5 HAND1 HAPLN1 HAS1 HAUS2 HBS1L HCN4 HDX HIPK1 HMGB4 HOOK1 HOXC4 HS3ST2 HS3ST3A1 HSD11B1 HSP90AB1 ID1 IFT20 IFT43 IGF1 IGF2R IKBKB IL13 IL21R IL22 IL9 ING4 INTS7 IQCF1 IQGAP3 IRF2BPL IRS4 IRX4 IRX6 ITK ITM2B ITPRIP IZUMO1 JUN JUND KBTBD12 KCNA5 KCNF1 KCNK1 KCNK18 KCNK7 KCNN2 KCTD8 KICS2 KLF9 KYAT1 LDHA LEMD1 LGR5 LIN54 LMCD1 LMO3 LOXL3 LRRC57 LRRN4CL LTBP1 MAF MAFF MAG MAML3 MANEAL MAOA MAP1B MAP1LC3A MAP3K13 MAP9 MAPK10 MARCHF10 MBNL2 MCAM MEX3D MICALL1 MID1 MITF MKNK2 MLF2 MMGT1 MMP12 MOB4 MRGPRF MRM3 MRRF MTSS1 MXD1 MXRA8 MYL6 MYO7A MYOCD MYOZ2 MYT1 NCALD NCDN NCK2 NDST4 NDUFA10 NDUFB2 NEBL NEUROD6 NF1 NFATC1 NOC4L NOL4 NOVA2 NPPC NR2E1 NR4A2 NT5C1B NTS NUBPL NUP214 NUP42 NUP98 ODF3L1 OGDH OLFM1 OLIG2 ORAI1 OSBPL9 OSR1 P2RX3 PACRGL PAFAH1B1 PAK1 PAK6 PARD6A PBXIP1 PCSK1 PCSK2 PDGFA PDLIM3 PDP1 PEG3 PER1 PFAS PHACTR3 PHOX2B PICALM PITPNC1 PITX2 PKP4 PLCD3 PLCZ1 PLEKHA1 PLN PNMA3 PNMA6A PNRC1 POGK POLR2A PPARGC1A PPFIBP1 PPM1A PPP1R15A PPP2CA PPP2R2A PPP2R5B PPP2R5C PRICKLE2 PRR3 PRSS12 PRSS27 PRX PSMD3 PTH PTHLH PTPRC PTPRU QPCT QSOX1 RAB11B RAB1A RAB25 RAB30 RAD23A RAD51C RAI1 RALGAPA1P1 RARB RBKS RBM18 RBM3 RBP5 RCAN1 RCAN2 RCE1 RELA RELB RHOJ RIPOR1 RND2 RNF11 RNF14 RNF148 RNF38 RNF44 RNF7 RPL41 RPRD1A RPS29 RPS2P45 RRAD RUNDC3A RUNX1 RUSC1 RUSC1-AS1 SBF1 SCAMP5 SCG2 SCHIP1 SCN3B SCP2D1 SCRT2 SDHB SELE SEMA4C SENP2 SEPTIN4 SESN3 SGIP1 SGK2 SH3BGR SIK1 SIPA1L2 SLC18A2 SLC25A25 SLC35G3 SLC38A1 SLC38A6 SLC3A2 SLC44A5 SLK SLN SNAP25 SNCAIP SNX16 SPACA7 SPAG6 SPAG9 SPATA2L SPATA46 SPATA7 SPDYE1 SPEG SPI1 SPOCK2 SPRR1A SPRY1 SRRM4 SST ST13 STAG2 STARD13 STAT3 STMN4 STX5 SULT2B1 SULT4A1 SUV39H2 SYNGR1 SYNGR3 TACC2 TAF11 TAGLN TAOK2 TBC1D32 TBL1X TENT4B TES TEX14 TFDP2 TGIF2 TGIF2LX TGIF2LY TGM1 TH THADA THOC1 TIPRL TJP1 TLX3 TMEM147 TMEM39A TMEM59L TMEM62 TNFAIP1 TNFRSF19 TNFRSF21 TP53INP2 TP53TG5 TPM3 TPPP2 TPT1P8 TRAF4 TRAP1 TSC22D1 TSC22D2 TSPAN7 TSPYL4 TTLL10 UBAP1 UBE2H UBL4B UBQLN1 UBQLN3 UCN UMPS USP48 VGF VPS37B VRK3 WBP1L WFDC3 WNT10A XPNPEP3 YTHDC2 YWHAZ ZBTB11 ZBTB18 ZBTB37 ZBTB4 ZC3H10 ZDHHC19 ZFAND2B ZFP36L1 ZFYVE27 ZIM2 ZKSCAN5 ZMYM2 ZMYND15 ZNF184 ZNF335 ZNF367 ZNF516-DT ZNF576 ZNF593 TGCCAAR_NF1_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TGCCAAR_NF1_Q6 AAK1 ABCA9 ABCB6 ABHD5 ABLIM2 ABRA ACO1 ACTG2 ACVR1 ADAM12 ADARB2 ADCY1 ADCYAP1 ADD3 ADRB2 AGAP2 AGER AGPAT1 AGR2 AHSG AKAP4 ALB AMOTL1 AMOTL2 ANKFN1 ANKRD12 ANP32A ANP32D AP1AR APOA2 APOC4 APTX AQP11 AQP9 ARCN1 ARFIP1 ARHGAP6 ARHGEF12 ARHGEF6 ARIH1 ARL14EP ARL4D ARMC8 ARRB2 ARTN ASIC1 ATP2A3 ATP6V0C ATP6V1E2 AXIN2 B3GALT2 B3GAT3 BACH2 BBOX1 BCAS4 BCL6 BCORP1 BDNF BICD1 BMERB1 BNC1 BNC2 BPTF BRINP1 BTRC BZW2 C1QTNF1 C1QTNF3 C1orf122 C2CD6 C2orf73 C3orf36 C4A C4B C6orf62 C9orf24 CACNA1C CACNA1D CACNA2D3 CACNB2 CACNB3 CALCA CALD1 CALM1 CALM2 CALM3 CAMKK1 CAMKMT CAVIN2 CBFA2T2 CBX4 CCDC116 CCDC78 CCL3 CCN1 CCN5 CCNY CD2BP2 CD4 CD55 CDC42EP3 CDH10 CDK2AP1 CDK6 CDKN2C CERS1 CFAP53 CFAP68 CHAD CHAT CHD6 CHMP1B CHMP2B CHODL CIPC CITED2 CKAP4 CLC CLCN5 CLDN10 CLIC5 CMYA5 CNN1 CNP CNTNAP4 COL4A3 COL4A4 COLCA1 COLEC12 COPG2 CPEB4 CPNE1 CPNE6 CPXM2 CRK CRTC2 CRX CRYAB CS CSRNP1 CTDNEP1 CTNNA3 CUEDC1 CXCL14 CXCL17 CYLD CYP11A1 CYP17A1 CYRIA DACT1 DCHS2 DCLK1 DCSTAMP DCT DDIT3 DDIT4 DDO DDX17 DGKD DHRS3 DLG2 DLG3 DLX1 DLX3 DMBT1 DMD DNAJB4 DNAL4 DRC3 DSCAML1 DSG1 DST DTNB DUSP2 DUSP4 EBF2 ECI1 EDN1 EGR2 EHF EIF1AD EIF4EBP3 EIF4ENIF1 EIF4G1 ELF4 ELP5 EMCN EMILIN1 ENPP2 EPHA3 EPHA5 EPHB2 ERBB2 ERG ESAM ESR1 ESRP1 ESRRG ETV3 ETV4 ETV5 EVA1C FABP3 FAM107B FAM110D FAM120C FAM124A FAM133A FAM13B FAM180A FAM53B FAM91A1 FAP FBLIM1 FEZF2 FGF21 FLRT1 FLRT3 FLT4 FMNL1 FMOD FOXA2 FOXN3 FOXP2 FRMD5 FRS2 FTSJ3 FUT7 FZD4 G3BP2 GAB2 GABRA6 GCNT2 GDAP1L1 GDF1 GDPD2 GFAP GHR GIP GJA3 GJB6 GMPPB GNAO1 GNAT2 GOT1 GPD1 GPLD1 GPR173 GPR183 GPR21 GPR22 GRID2 GRPEL2 GSC GSX1 H1-0 H1-10 H6PD HAGHL HCN1 HECTD1 HECTD2 HGF HHIP HIRA HLX HMGA2 HMGN2 HNF1A HNRNPF HOXA10 HOXA2 HOXB1 HOXD8 HPGD HPN HPSE2 HR HRC HS3ST4 HSPB2 HSPB3 HTR2C HTR3B ID3 IDH2 IFNK IFT43 IGFBP6 IGSF1 IGSF22 IKZF2 IL16 IL19 IL2RA ILRUN INHBC IQSEC1 IRAG1 IRS1 IRS2 IRX5 IRX6 ISG15 ITGA7 ITIH2 IVNS1ABP JADE1 JDP2 KANSL1L KCNB2 KCNE5 KCNK3 KCNQ4 KCNT2 KIF13A KIF13B KIF21A KIF24 KIT KLF1 KLF12 KLF7 KLHL2 KLHL32 KRT17 KRT4 KRT76 KRT83 KRT8P41 KY LAMB2 LANCL1 LARP4 LCN2 LEF1 LGALSL LIFR LIN28A LIN54 LINC00314 LINC00472 LINC01106 LINC01559 LINC01931 LINC03040 LMNA LMO3 LMO4 LMOD3 LRRC2 LRRC8A LRRFIP2 LRRK1 LRRN4CL LRRTM3 LTBP2 LYPD1 MAB21L1 MAB21L2 MAGEL2 MAP1A MAP3K15 MAP3K20 MAP4K3 MAP4K5 MAPT MARK2 MAST4 MAT2A MB21D2 MBNL1 MCU MDGA2 MECOM MED13 MED27 MEF2A MEIS2 MESP1 MET MFF MFSD2A MGAT4C MIER3 MINDY2 MIP MIR137HG MIR22HG MIR600HG MITF MKS1 MOAP1 MORF4 MOXD1 MPC2 MPL MRPL40 MSS51 MSTN MTAP MTCH2 MTRFR MUSK MVP MYBPC1 MYH1 MYH13 MYH2 MYH3 MYH4 MYH8 MYL2 MYL3 MYOT NAA60 NALCN NANOS1 NAP1L3 NAPB NAV3 NCALD NCAM1 NDRG2 NDST2 NDUFA13 NECTIN1 NEDD4 NEMF NEUROD2 NFATC2 NFIA NFIB NFIX NFYB NHERF1 NLGN3 NNAT NOX3 NPHP4 NR2F1 NR3C2 NRK NRP2 NTRK3 NUDT10 NUDT8 NUMBL NXF1 OGN OLFM1 OLFML2A OMD OPHN1 OPN1LW OR11L1 OR52J3 OSBPL7 OSR1 OTP P2RY10 P2RY4 PABPN1 PAFAH2 PAG1 PALMD PAPLN PAQR6 PATL1 PAX2 PBXIP1 PCBP4 PCDH7 PCGF1 PDE1A PDHA1 PDRG1 PDZRN4 PELP1 PER2 PER3 PEX5L PEX7 PGAP1 PHEX PHOX2B PHYHIP PHYHIPL PI15 PI16 PID1 PIGP PIPOX PITX1 PITX2 PLCB1 PLEKHA6 PLP1 PLPP5 PLS3 PLXNA2 PLXNB1 PLXNC1 PMP2 PNRC2 PODN POSTN POU2F1 POU4F1 PPARG PPM1D PPP1R2B PPP1R9B PPP2R2C PPP2R5B PPP2R5E PPP6R3 PPTC7 PRDM13 PRDM2 PRDM8 PRELP PREPL PRKACA PRKAG1 PRKAG3 PROK2 PROX1 PRPF39 PRR14L PRR16 PRR34 PRSS35 PSMA8 PSMC5 PSMF1 PTCH1 PTHLH PTK2 PTK7 PTPN21 PUM2 QRSL1 R3HDML RAB27A RAB5C RAB8B RAI14 RALY RANBP9 RANGRF RAPGEF4 RARA RARB RBFOX1 RBM14 RBMS2 RBP4 RBSN RC3H2 RCOR2 REG3G RETNLB RGN RHBDL3 RIN2 RINT1 RIT1 RLF RMND5A RNF139 RNF144B RNF183 RNF213 ROBO1 ROR1 RORA RPP21 RPS6KA5 RRAD RRBP1 RRP15 RTN4IP1 RUNX1T1 SAMD12 SAMM50 SCAF11 SCOC SCRT2 SDCCAG8 SEMA6A SEPTIN14 SERPINB13 SERPINB5 SFRP2 SH3BGRL3 SHOX2 SIAH3 SIK1 SIX2 SKAP1 SKIDA1 SLC15A2 SLC22A17 SLC25A35 SLC26A7 SLC26A9 SLC35B1 SLC35G2 SLC38A4 SLC5A3 SLC6A11 SLC9A9 SLCO1C1 SLIT3 SLITRK6 SMARCA2 SMOX SMTNL2 SNX10 SOAT1 SOBP SORBS2 SOX4 SP1 SP6 SPAG9 SPEM1 SPIN1 SPOP SPRY4 SRF SRGAP2 SRPX2 SSTR3 ST6GALNAC5 ST8SIA2 STAC STAT3 STIM1 STK33 STMN4 STX18 SUDS3 SUPT16H SUPT3H SYNCRIP SYNGR1 SYT4 SYT9 SYTL2 TAOK3 TARS3 TBRG1 TCAIM TCF4 TENT5A TGFB3 TGM4 TGM5 THAP11 THRSP TIGD4 TIMM8A TIMP3 TLCD3B TLR8 TLX3 TMEM109 TMEM126B TMEM192 TMEM71 TMEM86B TMSB10 TNNI1 TNPO3 TOM1L2 TOMM22 TPI1 TPI1P2 TPM3 TRIM8 TRPS1 TSLP TSPAN6 TSPAN7 TSSK6 TTC39B TXLNGY UBE2H UBE2R2 UBL4A UBP1 UBXN1 UGGT1 UGT1A1 VAMP2 VEGFD VNN2 VPS13B VSNL1 VWA1 WARS1 WBP1L WDPCP WDR47 WDR81 WDTC1 WNK1 WNT10A XDH XKRX YBX1 YBX2 ZCCHC3 ZDHHC1 ZEB2 ZIC2 ZIC5 ZMYM2 ZMYND8 ZNF267 ZNF462 ZNF654 ZNF711 ZNF821 ZNFX1 TGCGCANK_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TGCGCANK_UNKNOWN ABHD13 ABHD14A ABHD14B ACOT13 ACP1 ACTR1A ADCK5 ADGRB3 AFF4 AGO1 AIFM1 AIMP2 AIP AKIRIN2 ALG9 ANGEL2 ANGPT1 AOPEP AP1S1 AP2B1 AQP11 ARHGEF15 ARL3 ARL6IP4 ARMC8 ARRB2 ARRDC3 ARSB ARSK ARVCF ASB8 ASRGL1 ATAD3A ATAD3B ATF7IP ATP6V1F AURKA B3GALT2 B9D1 BAG1 BANP BCL7A BCL9 BDNF BMERB1 BRINP3 BRK1 BTBD3 C11orf71 C14orf178 C2CD2L C2CD6 C6orf136 CA11 CAB39 CACUL1 CALM3 CAPN5 CARF CAVIN1 CBX3 CBX4 CBX5 CCDC106 CCDC127 CCDC97 CCNG2 CCNI CCT3 CD47 CDC5L CDC7 CDK16 CDK2AP2 CDKAL1 CENPO CEP85 CHMP2B CHMP5 CIZ1 CKLF CKS2 CLIP3 CNBP CNKSR2 CNOT4 CNOT9 COG6 COPG1 COPS5 COQ2 COQ3 COX7A2L CREB1 CRK CSTF1 CTBP2 CTCFL CTDSPL2 CYB561D2 DAAM1 DAD1 DAW1 DCTN5 DDX3X DENND5A DLD DLEU1 DLEU2 DMD DMRTB1 DNAJA2 DNAJB12 DNAL1 DNM1 DNMT1 DOK6 DPY30 DTX2 DVL2 DYNLRB1 DYNLT1 E2F6 EED EEF1AKMT1 EID2 EID2B EIF1 EIF2B5 EIF2S2 EIF3E EIF3K EIF4A2 EIF4G2 EIF5A EIPR1 ELAVL4 ELOVL4 EMC10 EPS15L1 ERG28 ESRRA EWSR1 FAM120C FAM13B FAM174A FAM222B FAM98A FANCL FBXO9 FGF12 FGF9 FKBP2 FLT4 FLYWCH2 FMC1 FOSB FOXO4 FRS3 FXR2 GABRA4 GABRB1 GABRB2 GATD3 GFI1 GFOD2 GGN GGNBP2 GLRA2 GOPC GPATCH11 GPD1L GPRASP2 GPX4 GRIA3 GTF2A1 GTF3C1 HACD3 HDX HEATR3 HERC4 HEXIM2 HINT1 HMMR HNRNPA1 HNRNPA2B1 HNRNPH1 HNRNPL HOOK3 HOXA1 HOXC4 HOXC6 HPCA HR HS3ST3B1 HSPB9 HTN1 ICMT ICMT-DT IFT27 IGF1 IMMT ING2 INPP5F IPO9 IRAK4 JADE2 JAKMIP1 KANSL1L KAT2A KAT7 KCNK5 KCNN2 KCTD13 KDM3A KDM5C KIF3A KIF9 KIFAP3 KIFC2 KLHDC3 KLHL10 KLHL18 KLHL7 KMT2A KMT2E KRTCAP2 LENG8 LEP LINC01106 LIPT2-AS1 LPCAT3 LRP1 LSM12 LSM8 MAGED1 MAGED2 MAP2K6 MAP2K7 MAP4K1 MAP4K3 MAPKAP1 MAPRE3 MCRS1 MEA1 MECP2 MED11 MEF2B MEPCE METTL22 MIB1 MINK1 MLH3 MORF4L2 MPC2 MRI1 MRPL22 MRPL32 MRPL45 MRPS18B MRTFB MSH2 MSL2 MTFMT MTFR1 MTPN MTRFR MXD3 MYCBP NAA25 NAE1 NCOA5 NCOR1 NDEL1 NDRG1 NDUFA6 NDUFB8 NEURL1 NFKBIA NFYA NNAT NOA1 NOL4 NONO NPRL2 NR1D1 NR2C1 NR2F2 NRF1 NT5C3B NUDCD2 NUDT10 NUDT11 NUDT9 NUMB NXF1 OARD1 OGA ORC4 OSR1 OTUD5 OTX2 P4HA1 PABIR1 PABIR2 PABPC1 PACRG PALB2 PAQR4 PCBP2 PCDH7 PCDHGB6 PCGF1 PCGF6 PCIF1 PCSK1N PCSK2 PCYT2 PDE4D PDE7A PDIA5 PDXDC1 PFDN1 PHF1 PIGL PIM2 PINK1 PKIB PKMYT1 PLEKHA1 PLOD3 PMS2 PNMA8A PNN PNRC1 POLA1 POLI POLR2A POLR2B POP7 POU2F1 POU4F2 PPARGC1B PPME1 PPP1R10 PPP1R12A PPP1R15B PPP4R4 PPTC7 PRDX3 PREB PRICKLE4 PRIMA1 PRKN PSD PSMA2 PSMA4 PSPC1 PTGES3 PTMA PTPN12 PTS PUS7L QPCTL RAB10 RAB18 RAB1B RAB23 RAB35 RABGGTB RABIF RAD21 RALBP1 RALGAPB RANBP3 RASA1 RASGEF1A RBFOX1 RBM14 RBM24 RBM7 RBPJ RCL1 REEP3 RELA REPIN1 RETREG3 RFXANK RHBDD3 RHOA RILPL1 RNF170 RNF19B RNF24 RNF32 RNF32-DT RNF38 RPL14 RPL19 RPL5 RPL7L1 RPP38 RPP38-DT RPS16 RPS6KA5 RPS6KB1 RSRC1 RTBDN SAE1 SAFB SCN3B SDCCAG8 SDHA SEC23IP SELENOI SENP3 SENP7 SERINC1 SF1 SFXN2 SHISA7 SHPRH SIKE1 SKIC3 SLC12A5 SLC25A31 SLC2A4 SLC35A5 SLC6A7 SLC9A7 SLU7 SMARCA4 SMARCA5 SMARCB1 SMG6 SNRNP35 SNRNP70 SNRPD2 SNRPN SNURF SNW1 SPAG8 SPOP SPRED1 SPRY4 SRPK1 SRR SRRM1 SRRM2 SRSF1 SRSF2 SRSF5 SRSF7 SSH2 STRADA SUFU SWT1 SYNGR4 SYT12 TAF5 TBC1D32 TBCCD1 TCF25 TCTA TDP2 TDRD1 TDRD5 TECR TEF TENT2 TFAP4 TGIF1 THAP12 THRA TIA1 TMED4 TMEM143 TMEM179 TMEM255A TMEM39A TMTC1 TMX1 TNKS2 TOB2 TOLLIP TOMM7 TP53I11 TRAM1 TRAM1L1 TRAPPC12 TRIM46 TRMO TRMT1L TSACC TSEN2 TTLL1 TUBD1 TUBG1 TUBG2 TXLNG TXNDC11 TXNDC12 U2AF2 UBA52 UBE2K UBE2M UPF2 USF1 USF2 USP37 UTP11 VAPB VAT1 VCPIP1 VPS13C VRK3 VSNL1 WDR12 WDR20 WDR44 WDR53 WDTC1 WNT5A WWP1 XIAP XRCC1 XRCC2 XRCC5 YWHAE ZBTB21 ZBTB4 ZBTB43 ZBTB5 ZC3H8 ZCWPW1 ZFTRAF1 ZGRF1 ZMAT3 ZMYM4 ZMYM6 ZNF12 ZNF248 ZNF287 ZNF334 ZNF382 ZNF503 ZNF565 ZNF575 ZNF585B ZNF646 ZNF653 ZNF668 ZNFX1 ZNHIT1 TGCTGAY_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TGCTGAY_UNKNOWN AAK1 ABCF3 ABHD17B ABI3BP ACR ACTL6B ADAMTS4 ADARB2 ADCYAP1 ADGRB2 ADNP AGAP3 AIF1 ALDOA AMELX AMELY AMY2A ANGPT1 ANK3 ANKLE1 ANKRD13D ANKRD23 ANKRD28 AP1G1 APH1A APOH ARF1 ARFIP1 ARHGAP24 ARHGEF19 ARIH1 ARL2BP ARL4C ARMCX2 ASB4 ASB9 ASIC1 ASPA ATXN7L2 AVP AXIN2 BEST3 BLNK BMP2 BNC2 BRD2 BRINP3 BTAF1 BUB3 C1orf21 C8B C9orf85 CA10 CACNA1B CACNA1E CACNG2 CACNG3 CALHM5 CALM3 CAMK2A CAMSAP1 CARMIL1 CCDC148 CCDC80 CCDC91 CCDC9B CCND2 CD2AP CDC42SE1 CDH10 CDK15 CDK18 CEACAM1 CGGBP1 CHI3L1 CHPF CHRNB4 CKM CLC CLEC3A CLSTN3 CMAS CNOT3 CNTLN CNTN6 COL19A1 COL1A2 COL5A3 COX14 CPNE1 CPXM1 CRYBA1 CSAD CTCF CTNND1 CUL7 CYB5R4 CYBC1 CYP17A1 CYTOR DCTN3 DDIT3 DDIT4L DDX3X DGKZ DHFR2 DHRS3 DIAPH1 DICER1 DIO3 DLC1 DNAI1 DNAJB4 DNAJC11 DNAJC18 DNASE2B DNMT3A DOCK8-AS1 DOK4 DRP2 DTNA DTNB DTX2 E2F3 EIF4A2 ELAVL2 ELK3 ENPP2 ERH ESRRB ETV1 ETV5 EVA1B EWSR1 F5 FAM110A FAM124A FAM219A FAM91A1 FBXL19 FBXO11 FBXW7 FER1L6-AS1 FES FGF13 FGF6 FGF7 FGF9 FILIP1 FKBP1A FNDC9 FOS FOXP2 FRMD5 FSIP2 FUT11 FXYD6 FYN GABBR1 GABRA6 GAD2 GADD45A GALNT10 GALNT13 GART GBA2 GDPD2 GJA1 GLT8D2 GNG10 GPAA1 GPBP1 GPM6B GPR119 GPR157 GPR173 GPR21 GPR63 GPR85 GRHL3 GRIN2B GSTA2 H2AC11 H2BC11 HDDC3 HEBP1 HECTD1 HELZ2 HHATL HHEX HIVEP3 HLA-DQB2 HLA-DRB1 HLA-DRB4 HNRNPA0 HOXA3 HOXB9 HRK HS6ST2 HSCB HSPA5 HSPB7 HTR2B IGFBP6 IL17RC IL23R IL4 IL9 INA INPP4B INTS2 IQSEC1 IRS1 ISCU ITGA3 ITPR3 ITPRIPL1 JARID2 JMJD1C JPH2 KAT14 KCNA1 KCND1 KCND3 KCNH3 KCNIP4 KCNK12 KCNQ4 KCNV2 KDM2A KDM5C KRT16 KRT75 LCK LCTL LDB1 LDLRAD3 LEAP2 LGR4 LHFPL1 LINC00305 LINC01931 LINC02687 LINC02694 LMO3 LMO4 LMOD1 LRATD1 LRATD2 LRMDA LRRC4 LRRK1 LRRN1 LRRTM4 LYVE1 MADD MAG MAOB MAP3K13 MAP3K15 MAP4 MAPK12 MAPK8IP2 MBD5 MC4R MED13 MEIS1 MEIS2 MEPE METAP1 MEX3B MGAT4C MICAL1 MIDEAS MINDY1 MIR22HG MITF MLLT11 MLX MOAP1 MOB3C MRI1 MRPL24 MRPS18B MSX2 MXI1 MYB MYH8 MYL1 MYLK MYLK3 MYOC NANOS1 NAPA NAT8L NAV2 NCDN NCKIPSD NDST2 NDUFA4L2 NECTIN3 NEXN NHLH1 NKX2-1 NLN NPHS1 NPVF NR3C2 NR4A1 NREP NRG1 NRP1 NRP2 NSD1 NSUN3 NTNG2 NUFIP2 NUMBL OLFML2A OMG OPN1SW OSBPL7 OSR1 OTX2 P2RX6 P2RY10 P2RY6 PABPC5 PADI4 PAQR4 PAX2 PCBP4 PCDH10 PCDH18 PCDHGC3 PCF11 PCSK1 PCYOX1L PDE1C PDE6B PDZRN4 PFKFB3 PHC1 PIGN PITPNC1 PITX2 PKN1 PKP4 PLAG1 PLAU PLBD2 PLEC PLEKHH3 POU3F4 PPEF2 PPFIA2 PPM1E PPP1R10 PPP1R15A PPP1R16B PPP2CA PPP2R2B PPP2R5B PPP2R5C PRDM1 PREB PRKAA2 PRKCQ PRUNE1 PRX PSMD11 PSMD3 PTGS1 PTOV1 PTP4A1 PTPRA PTPRG PTPRN PURG RAB1A RAB30 RAB3C RAB5B RABGAP1L RANBP9 RARA RARB RBFOX1 RBM15B RBP5 REEP6 RGS8 RHBDD3 RHOBTB2 RHOG RHOQ RLBP1 RLIM RNF152 RNF213 RNF43 ROR1 RP1 RPL28 RRAGA RTN4R RUNX1 RUNX1T1 RYBP RYR1 SAMD7 SCML4 SEMA4B SEMA4C SENP1 SERPIND1 SEZ6 SGTB SH3BGRL2 SHANK1 SIAH3 SIX1 SKAP1 SLA2 SLC16A6 SLC22A17 SLC25A51 SLC26A3 SLC30A8 SLC31A2 SLC35E1 SLC39A13 SLC39A9 SLC43A2 SLC5A3 SLC6A14 SLC6A2 SLC7A2 SLC9A9 SLCO1C1 SLCO2B1 SLIT3 SLITRK1 SLITRK3 SLITRK6 SMIM3 SNAP25 SNCB SND1 SNX10 SNX15 SON SPATA3 SPATS2 SPOCK2 SPOP SRCAP SREBF2 SRRM2 SSMEM1 SSX5 SSX9P STAB1 STAG2 STBD1 STIM1 STMN4 STON2 SUPT16H SYNCRIP SYT4 SYT5 SZT2 TAAR9 TAB2 TANGO2 TBC1D10B TBL1X TBL1Y TBX2 TBXAS1 TCF21 TCF4 TEAD1 TEK TFAP2D THAP11 THRAP3 TIGD4 TIMD4 TLCD3B TMCC1 TMEM178A TMEM62 TMEM71 TNPO2 TNXB TOB1 TOMM22 TPM4 TRAF4 TRIB2 TRIM2 TRIOBP TSC22D3 TTN TTR TUB TYRO3 UBA3 UBE2D1 UBQLN2 UCN2 ULK1 UNC45A URI1 USP16 USP2 VCPKMT VGLL4 VPS16 WBP4 WDFY3 WDFY3-AS2 WDR81 WDR86 WNK4 WNT2 WNT3 WNT7A WNT8B WRN YWHAG ZBTB5 ZEB2 ZFPM2 ZFY ZHX2 ZNF217 ZNF384 ZNF462 ZNF503 ZNF516-DT ZNF532 ZNF593 ZNF654 ZP1 TGGAAA_NFAT_Q4_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TGGAAA_NFAT_Q4_01 A1CF AARSD1 ABCB7 ABCD1 ABCD2 ABHD5 ABI3 ABL1 ABLIM2 ABR ABRA ABRAXAS2 ACACA ACAP1 ACBD3 ACE2 ACKR3 ACKR4 ACLY ACMSD ACO1 ACSS1 ACYP2 ADAM12 ADAM9 ADAMTS14 ADAMTS17 ADAMTS2 ADAMTS4 ADAMTSL1 ADAMTSL3 ADAMTSL4 ADCY10 ADCY2 ADCY4 ADD3 ADGRV1 ADM ADORA1 AEBP2 AFF3 AGBL1 AGO3 AGPAT4 AGTR2 AIFM1 AIG1 AJUBA AKR1B1 AKT3 AKTIP ALDH1A1 ALG6 ALKBH6 ALPK2 ALS2CL ALYREF AMBN AMD1 AMOTL1 AMPH ANAPC11 ANGPT1 ANGPTL1 ANGPTL2 ANGPTL7 ANKHD1 ANKHD1-EIF4EBP3 ANKMY2 ANKRD20A19P ANKRD28 ANKRD35 ANKRD36B ANKRD42 ANKS6 ANP32A ANTXR1 ANXA10 AOC2 AP1G1 AP3D1 AP4S1 APBA1 APLP2 APMAP APOBEC2 APOD APOLD1 APOM AQP2 AQP4 AQP4-AS1 ARAP3 ARCN1 AREG ARHGAP18 ARHGAP20 ARHGAP29 ARHGAP44 ARHGAP6 ARHGAP8 ARHGEF12 ARHGEF2 ARHGEF25 ARID1B ARID4A ARIH2 ARL5A ARL6IP5 ARMC12 ARMCX4 ARMCX6 ARRDC3 ARRDC4 ASB11 ASB5 ASIC2 ASPA ASPH ASPN ATG2B ATP1A2 ATP1B1 ATP1B3 ATP1B4 ATP2A2 ATP2B1 ATP2B4 ATP2C1 ATP5MC1 ATP5MK ATP5PD ATP6V1A ATP6V1F ATP6V1G1 ATRNL1 ATXN1 ATXN10 ATXN7L1 AUTS2 B4GALT5 BAAT BABAM2 BAIAP3 BARHL1 BBS4 BCAP31 BCAR3 BCL11A BCL2L14 BCL6 BCL9 BCL9L BCOR BDNF BEND7 BEX3 BHLHE22 BHLHE40 BICDL1 BLCAP BLMH BMI1 BMP2 BMP2K BMP4 BMP5 BMP6 BMPR2 BMX BNC2 BOK BPIFA1 BRCA2 BRINP3 BSN BTBD10 BTBD3 BTBD9 BTG1 BZW2 C12orf50 C16orf74 C17orf50 C1GALT1C1 C1QL1 C1QTNF3 C1RL C1S C1orf116 C1orf122 C1orf21 C21orf62 C21orf91 C22orf31 C2CD2L C2orf16 C2orf73 C3orf49 C3orf62 C4orf36 C6orf136 C6orf47 C6orf62 C8orf34 C8orf82 C9orf24 C9orf72 CAB39L CABLES1 CACNA1C CACNA2D3 CACNB1 CACNB2 CACNB3 CACNG2 CACUL1 CAD CADM1 CADM2 CALB1 CALCR CALCRL CALD1 CALHM2 CALM1 CALU CAMK2G CAMKV CAPN6 CARTPT CASK CASKIN2 CAST CAVIN1 CCDC14 CCDC140 CCDC141 CCDC148 CCDC171 CCDC178 CCDC18 CCDC191 CCDC3 CCDC6 CCDC71 CCDC80 CCDC91 CCIN CCL2 CCL28 CCL4 CCL5 CCN1 CCN2 CCNC CCNI CCNT2 CD200R1 CD27 CD40LG CD68 CD72 CD74 CD79B CD82 CD86 CDC42EP3 CDC5L CDCP2 CDH16 CDH20 CDH5 CDH6 CDIN1 CDK11A CDK11B CDK17 CDK2AP1 CDK6 CDK8 CDK9 CDKL2 CDKN1A CELF3 CELF4 CEP120 CEP41 CEP70 CFAP161 CFAP47 CFAP53 CFAP57 CFAP68 CFAP70 CHCHD7 CHD2 CHDH CHL1 CHM CHN1 CHODL CHRNB3 CHST11 CHST9 CILP CISH CITED2 CKS1B CLCA3P CLCN2 CLCN3 CLDN15 CLDN17 CLDN19 CLEC11A CLEC1A CLVS1 CMSS1 CMTM6 CNIH1 CNIH2 CNIH4 CNN1 CNOT8 CNR1 CNTD1 CNTF CNTN5 CNTNAP2 COA3 COL12A1 COL16A1 COL1A2 COL27A1 COL2A1 COL4A6 COL8A1 COLEC12 COLQ COPS3 COPZ1 CORO1C CORT COTL1 COX4I2 CPA2 CPE CPEB3 CPEB4 CPLANE2 CPNE1 CRAT CRCT1 CREB1 CREB5 CREBZF CREM CRIPT CRISP1 CRK CRTAC1 CSAD CSNK2B CSPG4 CSRP3 CTAG2 CTAGE4 CTBS CTDSPL2 CTHRC1 CTLA4 CTNND1 CTNND2 CTSK CTTNBP2NL CUEDC1 CUL3 CXCL10 CXCR5 CYB5D1 CYB5D2 CYFIP2 CYP26B1 CYP2D6 DAAM1 DAAM2 DAB1 DAB2 DAW1 DBN1 DCAF11 DCDC1 DCHS2 DCLK1 DCLK2 DCN DCTN4 DCUN1D3 DCUN1D4 DDC DDIT4L DDR2 DDX17 DDX3X DDX3Y DEAF1 DEF6 DEPDC7 DES DGKA DGKG DGKZ DHH DHRS3 DHX37 DHX40 DIAPH1 DICER1 DIDO1 DIO2 DIPK2B DIS3L DIS3L2 DKK2 DLC1 DLG2 DLGAP4 DLL4 DLX1 DMD DMP1 DNAAF11 DNAH12 DNAJA1 DNAJB7 DNAJC13 DNASE2B DNHD1 DNMT3B DNTT DOC2B DOCK3 DOCK4 DOCK8-AS1 DOCK9 DONSON DPF2 DPF3 DPH1 DPYSL2 DR1 DSG3 DSTN DTNA DTX3 DUSP7 DYNLL1 DYNLT5 DZANK1 E2F3 EAF2 EBF1 EBF2 EBNA1BP2 EBP ECEL1 EDA EDC4 EDNRA EFHD1 EFNB3 EGF EGFL6 EGFLAM EGR2 EHBP1 EHD4 EHMT2 EIF1 EIF2B5 EIF3D EIF3J EIF4G1 EIF4H ELAVL3 ELAVL4 ELF4 ELF5 ELK3 ELMO1 ELMOD1 EMILIN3 EML4 EMP1 EMX1 EN1 ENOX1 ENPP1 ENPP2 ENPP3 ENSA ENSG00000204117 ENSG00000291228 EOMES EPC1 EPN1 EPYC ERBB3 ERBB4 ERRFI1 ESPN ESR1 ESRRB ESRRG ESYT2 ETNK2 ETS1 ETS2 ETV1 ETV5 EVA1A EXD2 EXO1 EXT1 EXTL2 EYA1 F9 FABP2 FAHD1 FAM107B FAM110A FAM110D FAM117A FAM120C FAM170A FAM241A FAM43B FAM76B FAM81A FANCB FANK1 FAP FARS2 FASLG FASTKD2 FBL FBXL14 FBXL19 FBXL19-AS1 FBXO11 FBXW7 FCAMR FCER1G FCHSD1 FCRL2 FCRLA FERD3L FFAR2 FFAR3 FGD4 FGF10 FGF12 FGF13 FGF14 FGF16 FGF17 FGF6 FGF7 FGF8 FGL1 FHDC1 FHL3 FHL5 FIBIN FLI1 FLJ40288 FLNC FLOT1 FLRT3 FLVCR2 FMOD FMR1 FN1 FNDC9 FOS FOXB1 FOXD3 FOXE3 FOXF2 FOXG1 FOXO4 FOXP1 FOXP2 FOXP3 FRMD6 FST FSTL1 FSTL5 FTH1 FTHL17 FUT11 FUT7 FUZ FXR2 FXYD2 FXYD6 FYB1 FZD7 GABARAP GABPB2 GABRA6 GABRB3 GABRE GABRQ GABRR1 GAD1 GADD45A GADD45B GADL1 GAL3ST3 GALNT7 GAP43 GAPT GARRE1 GAS2 GAS7 GATA3 GATA6 GCAT GCNT2 GDA GDAP1 GDF10 GDNF GDPD5 GFI1 GFOD1 GIGYF2 GIMAP1 GKN2 GLA GLDN GLRA2 GLS GLS2 GMIP GNAO1 GNAQ GNAS GNB1L GNGT2 GNL3LP1 GPANK1 GPAT3 GPER1 GPHB5 GPR101 GPR107 GPR119 GPR135 GPR150 GPR158 GPR162 GPR173 GPR22 GPR42 GPR85 GPSM2 GPX1 GRB10 GREB1 GREM1 GRHL3 GRIA3 GRIN1 GRK5 GRM3 GRM8 GRWD1 GSN GSTA4 GTF2E2 GTPBP1 GUCY1B1 GYPC H1-0 H2AC20 H2AC21 H2BC21 H3-3A HAGH HAND1 HAND2 HAO2 HAPLN1 HAS2 HAUS3 HCAR1 HCFC1R1 HCN1 HDAC4 HDAC6 HDDC3 HDHD3 HEBP2 HECTD2 HEPACAM HESX1 HGF HHATL HIC2 HIF1A HIGD1A HIGD1B HIVEP1 HLA-B HMGA2 HMGCR HMGN3 HNF1B HNF4G HNRNPC HNRNPD HNRNPF HNRNPH2 HNRNPH3 HOMER1 HOXA1 HOXA10 HOXA11 HOXA13 HOXA2 HOXA3 HOXA4 HOXA5 HOXA7 HOXA9 HOXB1 HOXB2 HOXB4 HOXB6 HOXB7 HOXC11 HOXC4 HOXC5 HOXD10 HOXD3 HOXD4 HOXD8 HPX HS1BP3 HS3ST3B1 HS6ST2 HS6ST3 HSD11B1 HSD17B12 HSD3B7 HSPA4L HSPB7 HSPG2 HSPH1 HTR1F HTR7 HTRA4 HYAL2 HYAL3 IBSP ICAM1 ID2 ID4 IDH3B IER3 IFNG IFRD1 IFT20 IFT22 IFT43 IGF1 IGFBP3 IGFBP5 IGFBP7 IGSF3 IKZF2 IL11 IL11RA IL12B IL13 IL16 IL17B IL17F IL17RB IL18R1 IL1RAPL1 IL1RN IL2 IL20RB IL21 IL22 IL22RA1 IL23A IL23R IL25 IL2RG IL4 IL5 IL6 IL6ST IL7R IL9 ILDR1 IMPA2 INHBA INO80D INPP5F INS INSRR IP6K2 IPCEF1 IQCB1 IQGAP3 IRF4 IRS2 IRX5 IRX6 ISG15 ISYNA1 ITGA2 ITGA7 ITGA8 ITGB1BP2 ITGB8 ITIH3 ITM2C ITPR1 JADE1 JADE2 JAG1 JAKMIP1 JARID2 JDP2 JMJD1C JPT2 KANK4 KAT14 KATNA1 KATNAL2 KBTBD12 KCNA1 KCNA2 KCNA5 KCND3 KCNE2 KCNH5 KCNH7 KCNIP2 KCNJ1 KCNJ10 KCNJ13 KCNJ14 KCNJ2 KCNJ5 KCNJ8 KCNMA1 KCNN2 KCNQ4 KCNQ5 KCTD6 KERA KHDRBS2 KIAA0586 KIAA0825 KIAA1549L KIF21A KIRREL2 KIRREL3 KIRREL3-AS3 KLF11 KLF12 KLF13 KLF14 KLF5 KLF7 KLF8 KLHL13 KLHL4 KLHL41 KLHL9 KMT2A KMT2C KMT2D KMT5B KRIT1 KRT14 KRT17 KRT25 KRT32 KRT8P41 KRTAP11-1 KRTAP17-1 KRTAP21-2 KRTAP4-1 KRTCAP2 KSR2 KYNU LAG3 LAMB3 LAP3 LCA5 LDB2 LDB3 LDHAL6B LDHB LDLRAD4 LEP LGALS1 LGALSL LGSN LHX1 LIF LIMK2 LIMS1 LINC00303 LINC00305 LINC00314 LINC00649 LINC00671 LINC00898 LINC01567 LINC01597 LINC02363 LINC02873 LINC02880 LINC02915 LIX1L LLCFC1 LMO2 LMO3 LMO4 LMOD1 LOX LOXL1 LPIN2 LPL LRATD2 LRP1B LRP2BP LRP5 LRP6 LRRC2 LRRC75A LRRFIP1 LRRN3 LRRN4CL LRRTM1 LRRTM3 LRRTM4 LSAMP LSM12 LSM6 LTBP1 LTBP2 LTC4S LTF LURAP1L LUZP1 LYG2 LYRM1 LYZL4 MAB21L1 MAB21L2 MAB21L3 MAFF MAGEH1 MAGIX MAML2 MAML3 MAN1A1 MAN1A2 MAN1C1 MANF MAP1B MAP2K3 MAP3K8 MAP4K2 MAP4K3 MAP4K4 MAP7 MAPK10 MAPK4 MAPK6 MARCHF5 MARCKSL1 MARVELD2 MBNL1 MBNL2 MBOAT7 MC5R MCAM MCC MCF2 MCOLN3 MCU MDFIC MDH1 MECOM MECP2 MED13 MED26 MEF2C MEIOB MEIS1 MEOX2 MEPCE MFSD14A MGAT4B MGP MIB1 MICU2 MID2 MIDEAS MIEF1 MIER3 MIR137HG MIR17HG MIR22HG MIR9-1HG MITF MLF1 MLH3 MLIP MLLT3 MME MMP14 MMP3 MOBP MORF4L2 MOSPD2 MRC2 MREG MRGPRF MRPL13 MRPL28 MRPL37 MRPL45 MRPS18B MRPS6 MRTFA MSH5 MSMB MTBP MTF1 MTIF2 MTMR11 MTSS1 MTX1 MTX2 MXI1 MXRA8 MYCLP1 MYF5 MYH1 MYH2 MYH8 MYL3 MYO19 MYO1C MYO1E MYO9A N4BP1 NAA38 NAA50 NAA80 NAALADL2 NAB2 NALF2 NANOS1 NAP1L5 NAPG NAV3 NCDN NCKAP5 NCL NCOA3 NDP NDRG2 NDST4 NDUFA3 NDUFB9 NDUFC1 NDUFS2 NDUFS4 NECAP1 NECTIN1 NEDD4 NEDD4L NEK10 NEURL1 NF1 NFAT5 NFATC1 NFATC2 NFATC4 NFIA NFIB NFIL3 NFIX NFKB2 NFKBIA NFKBID NGF NHERF1 NIM1K NIN NINJ2 NKAIN3 NKX2-2 NKX6-1 NLK NMB NMNAT2 NNAT NOB1 NOG NOL4 NOL4L NONO NOS1 NOTUM NPAS2 NPEPPS NPHP4 NPR3 NR1D1 NR1I3 NR3C1 NR3C2 NR4A1 NR4A2 NR4A3 NR5A2 NR6A1 NRAS NRDC NREP NRG1 NRGN NRIP2 NRN1L NSD2 NSG2 NSRP1 NSUN4 NSUN6 NT5C2 NTF3 NTM-AS1 NTNG2 NTRK1 NUAK2 NUDT2 NUDT3 NUFIP2 NUMB NUP155 NUP210L NXF4 NXNL2 OFCC1 OGT OLFML1 OLFML3 OMA1 OMD OPCML OPHN1 OR2C1 OR6C3 ORAI2 ORAI3 OSCAR OSTN OTUD5 OTUD7B OTX1 OVOL1 PABIR3 PACSIN3 PAGE4 PAK1IP1 PAK3 PAMR1 PAQR5 PAX1 PAX3 PAX6 PBXIP1 PCBP2 PCDH10 PCDH12 PCDH20 PCDH8 PCDHA11 PCDHA13 PCDHA6 PCDHGC3 PCF11 PCMTD1 PCNX1 PCSK5 PCSK6 PCSK7 PDCD4 PDCD6 PDE1B PDE3B PDE4B PDE4C PDE4D PDGFB PDGFRA PDK2 PDK3 PDK4 PDLIM3 PDLIM5 PDP1 PDXDC2P-NPIPB14P PDZD2 PDZRN4 PELI2 PER2 PEX1 PEX16 PFDN1 PFN2 PGAM1 PGRMC2 PGS1 PHACTR3 PHEX PHF21A PHF6 PHGDH PHKA1 PHLDB1 PHOX2B PHTF1 PICALM PID1 PIGB PIGF PIGN PIGW PIK3IP1 PIK3R3 PIM1 PIM2 PITPNC1 PITX2 PITX3 PKP3 PKP4 PLAC1 PLAG1 PLAGL2 PLCB1 PLCL1 PLEC PLEKHN1 PLOD2 PLPPR1 PLXNB1 PMP22 PNKD PNLIP PNOC PODN POFUT1 POGK POGZ POLG2 POLR2C POMC POU2AF1 POU2F3 POU3F3 POU3F4 POU4F1 POU4F3 PPAN PPARA PPARGC1A PPFIA2 PPFIBP1 PPM1B PPM1D PPM1K PPP1R10 PPP1R13B PPP1R1B PPP2CA PPP2R1B PPP2R3A PPP2R5D PPP2R5E PPP4R2 PPP4R4 PPT2 PRCC PRDM1 PRELP PRF1 PRG4 PRKACA PRKAG2 PRKCG PRKCH PRKD2 PRMT5 PROK2 PRPF38B PRR11 PRR34 PRRT1 PRRX1 PRSS12 PSIP1 PSMA1 PSMA8 PSMB5 PSMC3IP PSME3IP1 PTCH1 PTCHD1 PTGDS PTGER1 PTGER2 PTGES PTK7 PTOV1 PTP4A2 PTPRA PTPRO PTPRZ1 PUM3 PVALB PYGB PYM1 QRFP QTRT2 R3HDM2 RAB11A RAB30 RAB38 RAB3IP RAB6A RAB7A RAB8B RABGAP1L RABL6 RACGAP1 RAD23A RAI2 RALY RALYL RANBP3L RAP2B RAP2C RAPGEF6 RARA RARB RARG RASAL2 RASEF RASGEF1A RASGRF2 RASGRP3 RASGRP4 RASL12 RASSF2 RASSF8 RAX RBBP7 RBFOX1 RBFOX2 RBKS RBM12B RBM14 RBM26 RBM39 RBM4 RBM48 RBMS2 RBMS3 RBMX RCAN1 RCAN2 RCC2 RCN3 RCOR1 RDH11 REEP6 RELA RELCH REPIN1 RERE RESF1 REST RETN RFTN2 RGL2 RGS1 RGS2 RGS3 RHEBL1 RHOA RHOB RIBC1 RILPL2 RIN1 RIN2 RIPOR2 RIT1 RND2 RNF128 RNF133 RNF152 RNF182 RNF19A RNF220 RNF38 RNF41 RNF43 RNF6 RORA RORC RPA3 RPL13 RPL23A RPL41 RPS10 RPS6KA3 RRBP1 RREB1 RSPRY1 RTKN RTL10 RTL3 RUNDC1 RUNX1 RUNX1T1 RUSC1-AS1 RWDD3 RXRB S100A10 S100A8 S100PBP S1PR2 SACM1L SAG SALL3 SASH1 SATB2 SAYSD1 SBF2 SCAMP1 SCG2 SCN2A SCN2B SCN3A SCNN1A SCP2D1 SCRN3 SCUBE3 SDC4 SDCBP SDHC SELENOI SEMA3A SEMA4C SEMA4D SEMA6A SEMA6D SEMA7A SENP1 SENP8 SEPHS2 SEPTIN4 SEPTIN7 SEPTIN9 SERINC5 SERPINB10 SERPINB7 SERPINC1 SERPIND1 SERPINH1 SERPINI1 SERPINI2 SERTAD4 SFMBT1 SFPQ SFRP4 SFTPD SGCD SGIP1 SGK1 SH2B3 SH2D2A SH3BGRL2 SH3KBP1 SHANK2 SHC1 SHOX2 SIAE SIK2 SIPA1 SIX3 SIX6 SKA2 SKIDA1 SKP2 SLA SLC16A1 SLC16A11 SLC16A6 SLC17A6 SLC25A12 SLC25A13 SLC25A37 SLC25A4 SLC26A7 SLC27A3 SLC2A12 SLC30A7 SLC35A2 SLC38A2 SLC39A7 SLC43A1 SLC43A2 SLC44A3 SLC4A3 SLC6A12 SLC7A1 SLC7A8 SLC9A7 SLIT3 SLITRK1 SLITRK3 SLITRK5 SLK SLN SMAD5 SMARCA2 SMARCE1 SMC1A SMC2 SMIM43 SMPD1 SMPD3 SMPDL3A SMTNL2 SMURF2 SMYD2 SNAP25 SNCAIP SND1 SNX12 SNX15 SNX2 SNX25 SOAT1 SOBP SOCS2 SOHLH2 SORBS3 SORT1 SOS1 SOSTDC1 SOX10 SOX11 SOX14 SOX2 SOX21 SOX3 SOX5 SOX9 SP1 SPA17 SPAG6 SPAG9 SPATA8 SPATS2 SPINK5 SPINT1 SPP1 SPP2 SPRED1 SPRY1 SPRY2 SPTBN1 SPTLC3 SRC SRCAP SREK1 SRFBP1 SRPK2 SRPX SRSF6 SSBP2 SSTR5 SSTR5-AS1 ST6GALNAC3 ST8SIA1 ST8SIA4 STAC2 STAG1 STARD10 STARD13 STARD4 STAT3 STC1 STEAP2 STIP1 STK26 STMN1 STMN2 STN1 STOML2 STRIP1 STRN3 STX16 STX4 STX7 STXBP1 SULF1 SUPT16H SV2A SVIL SYNC SYNCRIP SYNE2 SYNRG SYT10 SYT4 SYTL4 TAB2 TAC1 TAC4 TACC2 TADA2A TAFA1 TAFAZZIN TAGAP TAL1 TASOR TATDN1 TBC1D8 TBC1D8B TBCD TBL1X TBL1Y TBX2 TBX20 TBX3 TBX4 TBX5 TBXAS1 TCEAL7 TCF12 TCF4 TCTA TCTN3 TEAD1 TEC TECR TECTA TEDC1 TENT5A TEX15 TEX26 TFAP2B TFAP2D TFAP4 TFDP2 TFE3 TGFB2 TGFB3 TGIF1 TGIF2 THAP9 THBS3 THOC6 TIAM1 TIMM9 TINAGL1 TINF2 TJAP1 TJP2 TLL1 TLX3 TM2D2 TMBIM6 TMC1 TMEFF1 TMEM108 TMEM117 TMEM125 TMEM126B TMEM163 TMEM164 TMEM187 TMEM216 TMEM35A TMEM37 TMEM62 TMEM81 TMEM97 TMEM9B TMPRSS11F TMPRSS2 TMTC2 TNF TNFAIP1 TNFAIP8 TNFRSF11B TNFRSF19 TNFRSF1A TNFRSF1B TNFRSF8 TNFSF10 TNFSF11 TNKS1BP1 TNNT3 TNPO1 TNS1 TNXB TOB2 TP53 TP53BP1 TPI1 TPM1 TPM2 TPM3 TRA2A TRARG1 TRDMT1 TRDN TRERF1 TREX1 TRIB2 TRIM25 TRIM37 TRIM46 TRIM8 TRIT1 TRMT9B TRPC4AP TRPM3 TRPS1 TRPV1 TSC22D3 TSEN34 TSGA10 TSHB TSHZ2 TSPAN2 TSPAN5 TSSK3 TTLL6 TTLL7 TUB TUBA1A TUBB6 TULP1 TWIST1 TYMP TYR UBALD2 UBASH3B UBD UBE2B UBE2E1 UBE2H UBE2O UBE2U UBE2W UBL3 UBQLNL UBR3 UBR5 UCHL1 UCK2 UCKL1 UCN3 UGT1A6 UHMK1 UNC5C UNC79 UPF2 UPP2 UQCRFS1 USP12 USP2 USP25 USP32 USP36 USP40 USP5 USPL1 UTP14A UTP18 VAC14 VAMP3 VAMP5 VAMP8 VANGL1 VAX1 VCAN VCP VEGFA VEGFB VEGFC VGF VGLL3 VGLL4 VIM VIT VN1R3 VPS11 VPS13B VPS37B VPS45 VRK1 VSNL1 VWA1 VWA2 WAC WARS1 WASF1 WASL WBP1 WBP2NL WBP4 WDR27 WDR44 WDR5B WDR81 WFIKKN2 WIPF1 WNK1 WNK4 WNT1 WNT3 WNT4 WNT5A WNT9B WRAP53 WWOX WWP2 XBP1 XKRX XPNPEP1 XPNPEP2 XPO1 XPOT XYLT2 YAP1 YARS1 YME1L1 YPEL5 YRDC YWHAQ ZBTB10 ZBTB18 ZBTB32 ZBTB37 ZBTB5 ZC3H10 ZC3H13 ZDHHC18 ZEB2 ZFAND3 ZFAND5 ZFAT ZFHX3 ZFP2 ZFP36L1 ZIC1 ZIC2 ZIC4 ZIC5 ZKSCAN8 ZMIZ1 ZMYM4 ZMYND8 ZNF124 ZNF138 ZNF143 ZNF232 ZNF277 ZNF282 ZNF296 ZNF354C ZNF384 ZNF385A ZNF396 ZNF407 ZNF420 ZNF429 ZNF430 ZNF431 ZNF436 ZNF436-AS1 ZNF445 ZNF485 ZNF502 ZNF516-DT ZNF521 ZNF532 ZNF547 ZNF563 ZNF593 ZNF622 ZNF644 ZNF654 ZNF675 ZNF710 ZNF711 ZNF768 ZNF800 ZNF827 ZNF91 ZNFX1 ZZEF1 TGGNNNNNNKCCAR_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TGGNNNNNNKCCAR_UNKNOWN ACTA1 ADAM23 ADAMTS7 ADAMTSL2 ADD3 ADGRG6 ADM2 ALDH3B1 ALDOA ANKRD17 ANKRD39 ANXA3 APLN AQP3 ARFIP2 ARHGAP8 ARHGEF19 ARHGEF2 ARHGEF5 ARL13B ARL4C ASIC3 ASS1 ATAD3C ATP10B ATP1B1 ATP2A2 B3GALT2 BHLHE40 BLCAP BRD4 C10orf82 C16orf89 C17orf58 C1QTNF1 CA7 CACNB1 CAMK1 CAMKV CAMP CARMIL3 CASQ1 CAV3 CAVIN1 CAVIN2 CBFA2T2 CBL CBX2 CCDC177 CCDC92 CCDC9B CCN1 CCN5 CDH5 CDK2AP1 CFI CGB2 CHP1 CHRM1 CHST5 CHST9 CIPC CKMT1B CLCN3 CNTD1 COA3 COL6A3 COLQ CPEB3 CREB5 CREBL2 CRYAB CS CSRNP1 CTHRC1 CTNNA3 CUEDC1 CYP1A2 CYRIA CYTH3 DAB2IP DDHD1 DDIT4L DDR2 DENND5A DGKD DIO2 DNMT3A DOK7 DUSP14 DUSP3 EBF2 EDA EFNB1 EHD4 EI24 EIF2A EIF4G2 ELMO1 EMID1 EPHB6 EPPIN ESRP2 EVA1C EXD1 EXTL3 EYA3 F9 FADS3 FAM118B FAM53B FAM53C FAP FARP1 FCGBP FERD3L FGF11 FGL1 FHL1 FOXI2 FOXN1 FOXP2 FSCN2 FXYD1 GABRP GAL3ST1 GCC1 GCM1 GDPD2 GDPD3 GLS GNAT1 GNB1L GNG12 GOT1 GPC4 GPR119 GPRASP1 GPRASP2 GPRC5C GRHL3 GSKIP GTPBP2 H1-10 HBEGF HBP1 HDLBP HDX HEY1 HFM1 HHATL HIF3A HMGA2 HOXA10 HOXA3 HOXA6 HOXA9 HOXB6 HPN IER5L IGFBP5 IGSF1 IKZF2 IL6 IPO7 IQCG IRAG1 ISYNA1 ITGA1 ITIH6 ITM2B JPH3 JPH4 KANK1 KANK2 KCNG3 KCNH2 KCNN3 KCNN4 KERA KIAA0040 KIF1B KLF14 KLK13 KMT2E KREMEN2 KRT17 KRT4 KRTCAP2 LAMA5 LINC00299 LINC00314 LINC00474 LINC00649 LINC01565 LIPT2-AS1 LIX1L LMLN LMOD1 LOX LRRC17 LRRC59 LRRN4CL LRRTM1 LSMEM2 LY75 LYPLA2 MACROD1 MAGEL2 MAP3K14 MAP3K5 MAPK3 MARCHF5 MEF2C MGAT4A MID1 MIR600HG MLF2 MLLT10 MLLT3 MORC4 MOV10 MPL MPP2 MRPL50 MSRB3 MT-ND4 MT-ND4L MT-ND5 MTCH2 MTF2 MTMR4 MTSS1 MYCN MYL11 MYOG NCKAP5 NECAB3 NEFM NEK1 NEUROD2 NFATC1 NFIA NFIB NFKBIA NFYA NLGN3 NLN NNAT NPPA NR1H3 NR2C2 NR2F1 NRK NRXN3 NTNG2 NUDCD1 NXPH1 OARD1 ORAI3 OSBPL7 OSBPL9 OVOL1 PADI1 PAG1 PBX2 PCBP4 PCDHGC3 PCK1 PCOLCE PDGFB PDGFRB PDK2 PDLIM7 PDZRN4 PELO PGF PHF12 PIK3C3 PIK3R3 PLA2G3 PLAT PLCD4 PLCXD2 PLXNA3 PLXNB1 PNRC1 PODN POLR2I PPARA PPARGC1A PPME1 PPTC7 PRDM13 PRELID1 PRKAR2A PRKRA PRR15 PRRC2C PRSS36 PTGDS PTGFR PTHLH RAB24 RAB34 RALGPS2 RALYL RAP2C RASL11B RBBP7 RBM14 RBMX RBPJ REM2 RERE RETNLB RGN RIN2 RNF186 RNF213 RNF43 ROR1 RORC RPE65 RPL23A RTBDN RTL10 RTN1 RUFY1 S100A8 SALL1 SALL4 SBSPON SCD SCGB1A1 SCN4B SCNN1A SCRT2 SDC1 SEC11C SEMA3C SERP1 SETD3 SETD7 SFRP2 SFTPC SGCD SGMS1 SGTB SH2D4A SH3TC1 SHISA6 SIPA1 SLC22A1 SLC22A17 SLC22A8 SLC25A24 SLC2A4 SLC31A2 SLC38A3 SLC39A4 SLC3A1 SLC4A1 SLCO2A1 SMAD6 SMAD7 SNCAIP SOX15 SPIB SPINK4 SPP2 SPRY1 SPTB SRCIN1 ST13P4 ST6GALNAC5 STARD13 STARD3 STARD8 STAT5A STAT5B STON2 STXBP6 SULT1A1 SULT1A2 SWAP70 SYNPO2L SYT12 SYT9 TANK TBCB TCN2 TFR2 TGIF2 TIMM10B TIMP4 TINAGL1 TMEM131L TMEM178A TMEM182 TMEM255A TMOD4 TMTC2 TNFSF15 TOX2 TP53 TPPP3 TRAF4 TRIM46 TSC22D4 TTC19 UBE2H UBE2R2 USP54 VAMP1 VASN VCL VEGFA VIM VIP VWA1 VWA7 WBP1L WDPCP WDR44 WFDC6 WNT5A WRAP53 XPR1 YPEL3 ZFHX3 ZFPM2 ZHX2 ZNF189 ZNF462 ZNF664 TGIF_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TGIF_01 ABL2 ABLIM1 ABTB2 ACADSB ACVR1 ACVR2A ADCY10 ADCY8 ADGRB3 AEBP2 AHR ALDOC ANKRD12 ANKRD13A ANKRD35 ANKS1B APBA1 APOBEC2 APOO ARL4C ASH1L AZIN1 BMP1 BTBD3 C12orf4 C12orf42 CA6 CAB39 CABP5 CACNB3 CALCRL CAPN6 CAPZA1 CCN4 CDH10 CDIN1 CDKN2B CDKN2C CEP57 CHODL CHRNB3 CLSTN2 COL7A1 CREBZF CRH CTCF CTNNA3 CXXC5 CXorf58 CYB5R4 CYLD DAP3 DCAF17 DCTN1 DDIT4 DDX6 DENND4A DES DMC1 DNAJB5 DNM3 DOP1A DPF3 DYNC1I1 DYNLRB2 DYSF EDC4 ELAVL2 EN1 EPHA3 EPHB2 ESRRA EYA1 EYA2 FAM107A FAM217B FAM76B FBXO24 FITM1 FKBP3 FNBP1L FOXI1 FOXO3 FOXP2 FRMD3 FZD9 GAB2 GCAT GHDC GLRA1 GOLGA2P5 GOLGA6A GOLGA6L2 GOLGA6L9 GOLGA8A GOLPH3L GPC4 GPHN GPR156 GREB1L GRIA1 GTF2F2 H1-0 HCFC2 HCN1 HFM1 HIF1A HNF1B HOXA2 HOXB2 HOXD10 IKZF2 IKZF5 IMPDH2 INPPL1 IP6K3 IRS1 IRX4 ITCH JPH1 KCNH2 KCNQ4 KCTD8 KIFBP KLF14 KLHL1 LBX1 LCOR LHFPL6 LHX1 LIN28A LNPK LPCAT3 LRCH4 LRRTM1 MAB21L2 MAP1LC3B MAP2K5 MAP3K13 MAX MED13 METTL8 MGAT4C MOSMO MXI1 MYF6 MYL1 NEDD4 NHLH2 NIPBL NLK NMNAT2 NOL4 NPPA NR3C1 NR4A3 NRGN NXPH4 OBSCN ONECUT2 PARP16 PASK PBRM1 PCBP4 PCDHAC2 PDGFRA PIK3R3 PLEKHA6 PNOC POU3F3 PPP1R12C PPP1R3D PPP1R7 PPP2R2B PPP3CA PRRG4 PSME3 PSME3IP1 PUM3 R3HDM2 RAB1A RAD51AP1 RAMP2 RBM39 RBX1 RESF1 RFTN2 RFX3 RNF14 RNF152 RPL4 RPS6KB1 RSBN1 RSPRY1 SAMD1 SCUBE3 SELPLG SEMA7A SERPINI1 SESN1 SKIDA1 SLC12A2 SLC16A6 SLC23A2 SLC25A12 SLC4A10 SMDT1 SORT1 SOST SOX4 SPINK5 SPOCK2 SPRED1 ST7L STK3 STX4 TAF5 TBX2 TGFBR1 TGIF1 TGIF2 TLK2 TMED10 TMEM109 TMEM125 TNFRSF19 TNIP3 TNKS1BP1 TNS2 TRAF3 TRAF7 TRIM55 TSHZ2 TUBB2B TUBB4A UBE3D UBR5 UNC13B UNC79 UQCRC2 USP15 VAMP8 WARS1 WBP1L WDR49 WNT10A WNT2 WWC1 YY1AP1 ZBTB43 ZC3H18 ZEB2 ZMYND8 ZNF593 TGTTTGY_HNF3_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TGTTTGY_HNF3_Q6 A1BG A2M ABCF2 ACIN1 ACSM3 ACVR1 ADAM15 ADAMTS10 ADARB2 ADGRB2 ADGRL2 ADO ADPRM ADTRP AFF3 AHNAK AHSG AKT2 AKT3 AKTIP ALDH1A2 ALOXE3 ANGPTL1 ANKRD13B AP1S2 APC AR ARHGAP32 ARHGAP44 ARHGAP45 ARHGEF38 ARHGEF6 ARID1B ARPP21 ARRB2 ASB4 ASB5 ASCL2 ASCL4 ASPN ASXL1 ATOH1 ATOH8 ATP2A2 ATP2C1 ATP4A ATXN7L1 B3GALT2 B4GALT2 BABAM2 BAMBI BANP BBX BCAS1 BCL11A BCL11B BCL6 BCL9L BDH1 BEST3 BHLHE22 BLNK BLOC1S2 BMF BPIFB2 BPTF BRCA1 BRD3 BRPF1 BRS3 BTG1 BZW2 C14orf119 C16orf89 C1orf112 C1orf122 C1orf131 C3orf14 C5 C5orf64 C6orf62 C9orf24 CA14 CA3 CACNA2D3 CACNG2 CADM1 CADM2 CADM3 CALCA CALCOCO1 CALD1 CBFB CBX6 CCDC117 CCDC30 CCIN CCN1 CCN2 CCSER2 CD19 CD68 CDC25A CDH10 CDH12 CDH6 CDK14 CEP70 CER1 CFB CHD6 CHN2 CHRDL1 CHRM1 CILK1 CITED1 CITED2 CLDN2 CLUH CLUL1 CMKLR2 CNOT11 CNPPD1 CNTN1 CNTNAP2 CNTNAP4 COL2A1 COLGALT2 CPA6 CPEB3 CPN1 CPNE1 CRABP2 CREB3L1 CREB5 CRY2 CSAD CSF2 CSF3 CTCF CTDSP1 CYP2A7 CYP7A1 DCDC1 DCT DCTN1 DDX17 DDX6 DENND2B DENND2D DEPDC7 DHX29 DHX30 DIPK2B DLG2 DLGAP4 DMD DMRT2 DNAJC22 DOCK9 DSC1 DSCAM DTX2 DUSP1 DUSP10 DUSP6 DUSP8 E2F1 EBF2 ECI1 EDA EDN2 EDRF1 EFNA1 EFNA5 EGFL7 EGR2 EHF ELAVL4 ELF4 ELF5 ELL EMCN EML1 EML3 EMSY ENHO ENSG00000204117 ENTPD3 ENTPD7 EP300 EPHA7 EPN2 EPS8L2 ERBB3 ERG ERRFI1 ESAM ESR1 ESRP2 EVA1A EYA1 EYA2 F9 FABP1 FAM13C FAM180A FAM210A FBXL9P FBXW11 FCGBP FCHSD2 FERD3L FEZF2 FGA FGF14 FGF20 FGFBP3 FGL1 FHDC1 FIGN FLRT1 FOSB FOXA2 FOXN3 FOXP1 FOXP2 FRMD4A FSTL1 G6PC1 GAB2 GABRA2 GABRB1 GABRE GADD45B GARRE1 GAS2L2 GAST GATA6 GBX2 GEMIN4 GIPR GJB4 GLP2R GNPAT GOLGB1 GOLPH3L GP2 GPLD1 GPM6A GPR150 GPR37 GPRC5C GPRIN3 GRB7 GRHL1 GRID2 GRIK1 GRIK2 GSC GTF2A1 GTF3C1 GUCY2C H1-0 H1-2 H1-4 H1-5 H2AZ2 H2BC5 HABP2 HAND2 HAPLN1 HAVCR1 HCAR1 HCAR2 HCAR3 HCRTR2 HDGF HESX1 HID1 HIP1R HMGN2 HNF4A HNF4G HNRNPUL1 HOMER2 HOXA10 HOXA11 HOXA3 HOXA6 HOXB3 HOXC11 HOXC13 HOXC4 HOXC6 HOXD4 HPSE2 HR HS3ST5 HSPB2 HTR1B ID2 IGFALS IGFBP1 IKZF2 IKZF3 IL11RA IL16 IL18 IL4 IL5RA IMP3 INHBA IP6K2 IQGAP2 IRAG2 IRS1 IRX5 IRX6 ITGA3 ITIH1 ITIH6 ITM2B ITPA ITPKB ITPR3 JADE1 JADE2 JAG1 JAM3 JARID2 JPH1 JPH4 JUNB KANK2 KCMF1 KCNIP3 KCNIP4 KCNJ13 KCNJ2 KCNK16 KCNRG KIF13A KIF2B KIRREL1 KIRREL3 KLF12 KLF3 KLF3-AS1 KLF5 KLF6 KLF7 KMT2A KRT17 KRT77 KYAT1 LAGE3 LBX1 LDB1 LEMD2 LENG9 LGI2 LGSN LHFPL1 LHX9 LINC00649 LINC00671 LINC01101 LINC02873 LONRF3 LRRC17 LTBP1 LUC7L LVRN LY6G6E LZTS2 MAB21L1 MAB21L2 MACROD2 MACROH2A1 MAGI1 MAP2K3 MAP2K7 MAPK10 MAPK3 MAPRE3 MARCHF3 MARCHF5 MASP1 MASP2 MAST4 MATN4 MBD6 MCTP2 MED25 MEF2C MEIS1 MEIS2 METTL18 MFSD13A MGAT4B MGLL MGP MGST1 MIDEAS MITF MMRN2 MPPED2 MPZL2 MSI2 MTFP1 MTREX MUSK MXI1 MYLK NAV3 NBR2 NCAM1 NCDN NDP NDST2 NDUFB8 NECAP1 NEFM NEK6 NEK8 NEUROD1 NEUROD2 NFATC4 NFE2L3 NFIA NFKBIE NHERF1 NHSL2 NIPBL NKAPD1 NKD1 NKX2-2 NMNAT2 NOL4L NOS3 NPEPL1 NPNT NPSR1 NPVF NPY4R NR0B2 NR1D1 NR2F2 NR4A3 NR6A1 NRG1 NRXN3 NSD1 NSD3 NTN1 NTN4 OAT OGT OMD OMG OMP OR2L13 ORMDL3 OSBPL2 OSR2 OTX2 OVOL2 PACSIN3 PAFAH1B3 PAG1 PAICS PAIP2 PALMD PATL1 PCBP1 PCDH11X PCDH11Y PCSK2 PDCD4 PDE3B PDE4D PDE6H PDGFRA PDIK1L PDK2 PDLIM2 PDYN PEX16 PEX5L PHAF1 PHEX PHF20L1 PHOX2B PI4KB PIAS1 PIH1D2 PIP4K2B PITRM1 PITX2 PLA2G10 PLA2G1B PLEKHA5 PLXNA2 PNMA1 PNRC1 POLD4 POU4F1 POU4F3 PPAT PPP1R1B PPP1R9B PPP2R2A PPP2R2B PPP2R3A PPTC7 PRDM1 PRELP PRKAG1 PRMT3 PROC PRR22 PRR34 PRSS2 PRSS35 PRX PSMA1 PSMC3IP PTCH1 PTGER2 PTGR3 PTPN22 PTPRG PTPRR PTTG2 PUM2 PURA PURG PWWP3B PYM1 QRICH1 RAB11B RAB35 RAB5A RAB5B RAD21 RAD23A RBFOX1 RBKS RBM11 RBM39 RBM47 RBP3 RBPJL RD3 REEP4 REPS2 RERE RETREG2 RFX3 RFX4 RGS22 RGS3 RHBDD2 RIT2 RNF146 RNF149 RNF167 RNF44 RNMT ROBO3 ROBO4 ROM1 RPE65 RPS6KB1 RREB1 RTL3 RTN1 RXRB SCG3 SCO1 SDK2 SDR16C5 SELENBP1 SELPLG SEMA3A SEMA3C SEMA4C SEMA5B SEMA6A SERPINA1 SERPINA6 SERPINF1 SESN3 SETD7 SFTPB SFTPC SGK1 SGK3 SH3BP5L SHC3 SHISA6 SHROOM2 SIM1 SIPA1L2 SKAP1 SKIDA1 SLC12A1 SLC14A1 SLC16A2 SLC22A2 SLC25A16 SLC29A1 SLC38A3 SLC38A4 SLC39A7 SLC43A2 SLC44A1 SLC4A11 SLC6A1 SLC6A14 SLCO1A2 SLCO2A1 SLIT3 SLITRK2 SMAD5 SMAD6 SMARCA2 SMOC1 SNAP25 SNCB SNCG SOBP SORCS3 SOX14 SOX17 SOX2 SOX4 SOX5 SP4 SPAG8 SPIB SPRY1 SREK1 SRPK2 SRSF6 STAG2 STAT5B SUN5 SVIL SYNE2 TAF15 TAF2 TAGLN2 TAOK3 TAPBP TBC1D32 TBXAS1 TCF21 TCF4 TCF7L1 TCF7L2 TEAD1 TEAD4 TENT5C TERT TF TFAP2D TFAP4 TFDP2 TFEC TFF2 TGFBR1 TGIF1 TGM4 THAP11 THRA TIMP4 TJP1 TLCD5 TLE3 TLE4 TLL1 TM7SF3 TMED10 TMEM115 TMEM182 TMEM208 TMEM243 TMEM97 TMOD3 TMOD4 TNMD TOB1 TPI1 TPMT TRIM37 TRIM44 TRIM54 TRIOBP TRPC4AP TRPS1 TSC22D3 TSHB TSHZ2 TSHZ3 TSPAN7 TUBA1A TUG1 TYRO3 UBALD2 UBASH3A UBE2B UBE2H ULK1 UNC13D UTP25 VAX1 VEZF1 VGLL1 VSIG2 VSNL1 WASHC3 WBP2 WBP2NL WDR44 WDR82 WNK4 WNT5A WRN YIPF7 YRDC YWHAG ZBTB18 ZBTB37 ZDHHC14 ZEB2 ZFHX3 ZHX2 ZIC1 ZIC4 ZIC5 ZNF282 ZNF395 ZNF436 ZNF462 ZNF485 ZNF827 ZSWIM8 TGTYNNNNNRGCARM_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TGTYNNNNNRGCARM_UNKNOWN ABLIM3 AKAP3 ARAP1 ASCC1 ATP13A4 B9D2 BTG2 C2CD2L CAMK1 CAMK2A CAMK2D CDK2AP2 CFAP298 CITED1 CP CRH CYRIA DGKI DNAAF6 DNM2 ELMO1 EPX EXOSC9 FAM53B FEZF2 FOXO4 FRMD4A FSIP1 GIPR GNA13 GRHL2 HOXD4 HPCAL4 KATNAL2 KLHL41 KRIT1 LIX1 MARCHF1 MAX MEOX2 MGP MOK MORN4 MPP2 MRAP2 NCDN NDST1 NDUFC1 NLGN2 NR1D1 NUP62CL OMA1 OSR2 P2RX4 PLD5 POU4F2 PPM1E PPP2R2B PRKACA PTK7 QRFP RCAN1 RHOBTB1 RNF207 ROGDI RWDD1 SELPLG SEMA4B SHANK2-AS3 SIDT1 SLAIN1 SLC34A3 SLC44A1 SPAG9 SPARC STX5 TMEM178A TNFRSF8 TNKS TP53BP1 TSC22D1 TSHZ3 TTF1 TYRO3 ZEB2 ZFYVE1 ZNF768 ZP1 TITF1_Q3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TITF1_Q3 ADAMTS5 ADD3 ADIPOQ AEBP2 AFAP1 AGO1 AMTN ANGPT1 ARFGEF1 ARHGEF11 ARL4C ARX ASIC1 ASIC2 ASIC4 B3GNT6 BCL2 BMI1 BMP1 BMP10 BNC2 BRMS1 CACNA2D3 CAPSL CCDC136 CCDC24 CDCA7L CDH6 CDK2AP1 CEP120 CFL2 CHRDL1 CLC CLCN6 CLDN1 CMTM4 CNNM2 CNOT2 CNOT7 CNTN1 CPEB4 CRY1 CSMD3 DACH2 DLGAP4 DLK1 DLK2 DMD DSC3 DSG1 DYRK3 EGF EGFR EMCN EMSY ENSG00000228919 ETV1 EYA1 FAM117A FERD3L FGF20 FIP1L1 FOXD3 FOXP1 FSBP FSTL1 GCAT GDF3 GMPPB GNAO1 GOLM2 GPBAR1 GPBP1L1 GPM6A GPR119 GPRIN3 GPS2 GRM7 GSK3B GUCY2F H4C3 HAUS3 HERC1 HHEX HIGD1B HOMER1 HOXA9 HOXB3 HOXC4 HOXD13 IL1RAPL1 IL21 ILF3 IMPDH2 ITPKB ITPR1 JADE2 JARID2 JPH1 KANSL3 KATNB1 KCND1 KCNJ3 KCNQ5 KCTD15 KLF8 KLHL11 LHX6 LIN54 LINC00649 LINC00670 LINGO2 LIX1L LMOD3 LRMDA LRRFIP2 LRRTM1 LUC7L3 MAGI3 MAML3 MARK3 MAZ MEF2C MEOX2 MGAT4B MGAT4C MGLL MID1 MIR9-1HG MLEC MLLT10 MSTN MTF1 MTHFR MXI1 MYL1 MYRF NCAM2 NEO1 NEUROG1 NKX2-2 NLGN2 NR0B2 NSD1 NSRP1 NUAK1 ODC1 OGN ONECUT2 ORAI3 ORMDL2 OSR1 OTP OTX1 OTX2 PAQR7 PAQR9 PAX6 PAX8 PBX3 PCIF1 PDGFRA PIP4K2C PKP3 PLAGL2 PLS1 POFUT1 POGZ POLA1 POU2F1 PPARGC1A PPP2R2B PPP2R5E PRCC PRKAG1 PRMT6 PRPF38B PSMD11 PTBP2 PTCHD1 PTK7 PTPRO PURA PXN PYM1 RAB18 RAB1A RBM3 RBM39 RFX3 RIT2 RPE65 RRN3P1 S100A16 SARM1 SARNP SATB1 SEPTIN9 SFN SHANK1 SLC25A37 SLC6A11 SLC6A14 SMARCA2 SND1-IT1 SNX6 SOX5 SP1 SRPK2 SSBP3 SYTL2 TCF4 TECTA TFDP2 TGFB3 TGIF1 TIAL1 TLE3 TMEM175 TNRC6A TOMM40L TOR1AIP2 TRA2A TRPM3 TSGA10 TSHZ2 TSPAN13 TWIST1 UBE2D3 UBE2H UBXN10 UCK2 VAX1 VPS16 VPS37A WASF2 WNT16 WNT8B ZBTB37 ZDHHC14 ZEB2 ZIC4 ZNF410 ZNF532 TMTCGCGANR_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TMTCGCGANR_UNKNOWN ADNP AGBL3 AGL ANAPC4 ANKFY1 ARF3 ASH2L ASXL1 ATF2 ATF7 ATP5PB BANP BCAS3 BZW1 C5orf24 CAMK2D CAND1 CCNJ CCT8 CD2AP CDC5L CDK12 CENPT CHUK CHURC1 CNOT3 COQ9 COX11 COX7B CREBZF CRP CSDE1 CYB5D1 DBR1 DCTN2 DDX3X DENR DGUOK DNAJC27 EIF5 FAM76A FGFR1OP2 FSIP1 FUS GAS8 GGNBP2 GPATCH3 GPBP1 HNRNPH3 HNRNPK HSPA4 ICMT ICMT-DT IDH3G IFT74 INO80 INTS13 JOSD2 KAZALD1 LAMP1 LRRC28 LRSAM1 LSM14A LUC7L2 MAP3K7 MAPK14 MARCHF7 MATR3 MBTPS1 MDH2 MICU2 MICU3 MMS22L MOB1B MPC2 MRPL57 NAA38 NDUFA11 NFYC NOL11 NOL9 NPTN NUDT2 OFD1 PFKFB2 PIGN PLOD2 POLDIP3 POLR1C POU4F1 PPP1R12A PRDX1 PRDX4 PSMB2 PSMD5 PTPN4 PUF60 PURA QRICH1 RAB33B RBM26 RBM39 RBPJ RIBC1 RMI1 RNF167 RPL10A RPL12 RPL17 RPL26 RPS15A RPS19 RPS6 RPS7 RRAGA SAP18 SCAMP5 SEC62 SEC63 SEPTIN7 SKA3 SLC12A2 SLC25A11 SLC25A4 SMARCD2 SMC1A SMG5 SMG7 SPAG16 SRSF5 SSR4 STXBP4 STYXL1 SUPT5H SUV39H1 TAOK1 TAS1R1 THAP1 THAP2 THAP7 THAP7-AS1 TLK2 TMCO1 TMEM183A TMEM209 TMEM79 TRAPPC2 TROAP TSR1 TTC14 TTC23 UBE2D3 UHRF2 UPF3B VDAC3 WDR44 WDR6 WDR73 WDR77 YIPF3 ZFC3H1 ZFP91 ZNF286A ZNF346 ZNF414 ZZZ3 TNCATNTCCYR_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TNCATNTCCYR_UNKNOWN AAMP ABCB1 ADAM22 AGTRAP ALKBH8 AMTN APBA3 ATF6B BABAM1 BDNF BET1 BIN1 C19orf44 C5orf22 CALR3 CARF CASK CAVIN2 CD180 CD96 CDIN1 CHMP2A CLEC7A CNPY2 COL6A3 COQ10A COX7B COX7C CPEB3 CSMD3 CSRNP2 DCAF1 DDX25 DDX47 DEF6 DFFA DNASE2B DPYSL2 DRC7 DROSHA DTX2 DYNC1I2 ENOX2 ERG FEM1A FKBPL FOXA3 FOXO4 FTSJ1 FYN GFUS GPR183 GSK3A GSPT1 HDAC8 HMBOX1 HMG20A HOXA5 HOXC12 HOXD1 HSD11B1L HSD17B4 INIP INTS9 IPO7 KLF12 LINC01138 LMO3 LMO4 LRRTM3 LYSMD1 MADD MAP2K6 MARCHF5 MED15 MEN1 MICOS13 MON1A MPI MRPL34 MRPL50 MRPL54 MTR NR4A3 NSD3 NT5C1B NTAN1 OPHN1 P2RX3 PARP8 PAX2 PDE6D PIK3CG PLPP7 PNKD POLR1B PPP2R5B PRAF2 PRKRIP1 PRPF19 PSMC3 PTPN11 PUS3 RASGRP3 RDH11 RNF220 SAMD12 SAP130 SCNM1 SHKBP1 SLC35B4 SMPD3 SNAPC3 SOX12 ST3GAL2 STX16 SYMPK TLE4 TLR7 TMED5 TTC1 UBE2N UNC80 VPS41 WNT3 WWOX ZFP2 ZNF189 ZNF263 ZNF420 ZNF471 ZNF546 ZNF568 ZNF569 ZNF570 ZNF571 ZNFX1 TST1_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TST1_01 ABCC6 ACACA ADAM23 ADCYAP1 ADNP AKIRIN1 ANKRD28 ANXA11 ARL4A ARRDC3 ATP5MC2 ATRX B3GALT2 B3GLCT BAZ2B BEGAIN BHLHE41 BMF BNC2 BORCS6 BTBD3 C1orf43 C1orf87 C3orf14 CABP1 CACNA2D2 CACNA2D3 CALCA CCNF CDC42EP3 CDK14 CELF3 CFAP251 CFAP69 CFL2 CITED2 CLVS1 CNOT1 CREBZF CSMD3 CSTF3 CXADR CXCL13 DCDC1 DCX DIO2 DLG2 DMD DOCK8-AS1 EBP EGR2 ELAVL2 ELAVL4 EPHA7 EPHB3 ESRRG EXOC6 FABP1 FAM117A FAM50A FBLN5 FDX2 FES FGFR2 FIGN FLRT3 FOXG1 G2E3 GARRE1 GATA6 GDI1 GEMIN7 GNB1L GPM6A GPR171 GPX1 GRB10 GRHL2 H3-3B HAS2 HEPH HEY1 HMGA2 HOXA5 HOXB8 HOXC12 HOXC4 HOXC6 HOXD1 HOXD3 HS3ST4 HTR2C IGF2BP3 IGFBP6 IL2 IL21 ING3 INPP4B INTS8 IRX2 IRX2-DT IRX3 ISL1 IZUMO1 JARID2 JAZF1 JPT2 KCNH7 KCTD15 KIF1C KLF14 KLF5 KLHDC1 KLHL13 KMT2E LAMA4 LBX1 LIF LIN28A LMNA LSM12 MACC1 MAP2 MAP2K5 MEIOB MGAT4B MGLL MIDEAS MLLT3 MORF4 MPP2 MRPS18B MYO18A NDST4 NECAP1 NEK6 NEUROD6 NEUROG1 NFKB2 NIPA2 NIPSNAP3B NR2E1 NR2F2 NR4A2 NR4A3 NRXN3 NXPH4 OLIG2 OLIG3 OMD OTX2 P4HA1 PAN2 PAX2 PAX6 PCDH17 PCDH18 PCDH8 PDE1A PDE4B PDGFA PEG10 PGRMC1 PHF21A PHOX2B PIK3R3 PIM1 PIPOX PITX2 PLAGL2 PLCG2 PLXNA2 POFUT1 PORCN PPP1R10 PRDM12 PRDX5 PRKACB PSMB3 PTMS PTPRK PURA PURG RAD18 RALYL RAP1GDS1 RAP2A RCAN1 RFX3 RHOJ RIMS1 RNF14 RTL10 RTN1 SAMM50 SCRN1 SCRT2 SDF2 SEMA5B SEPTIN9 SESN3 SIAH3 SIPA1L1 SKIDA1 SLAIN1 SLC17A6 SLC1A7 SLC24A1 SLC25A3 SLC27A4 SLC43A2 SLC5A3 SLITRK2 SLITRK5 SMAD4 SMARCA2 SMOC1 SMPX SOBP SRC SSBP3 STAG1 STAG2 SUPT6H TAFA1 TBX5 TENM3-AS1 TEX37 THAP6 THBS2 TLCD5 TLNRD1 TMEM255A TMEM71 TMSB4X TMSB4XP1 TMSB4XP4 TMSB4XP6 TMSB4XP8 TOB1 TRMT112 TSC22D1 TSGA13 TTC12 TTYH1 TWIST1 URM1 USP13 WAPL WDR82 WNT4 WNT6 XPOT ZBTB18 ZBTB37 ZEB2 ZFHX4 ZHX2 ZIC1 ZIC4 ZNF296 ZNF362 ZNF384 ZNF385B ZNF532 TTANTCA_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TTANTCA_UNKNOWN AAR2 ABCB5 ABHD17B ABI3BP ABL1 ABL2 ABLIM1 ACKR3 ACOXL-AS1 ACP6 ACSL4 ACTE1P ACVR1 ACY3 ADAM11 ADAM33 ADAMTS4 ADAMTS6 ADAMTSL1 ADAMTSL2 ADCY8 ADCYAP1 ADGRG6 ADGRL2 AGAP3 AKAP1 AKIRIN2 ALDH1A3 ALK ALKBH1 AMY2A ANKMY2 ANKRD28 ANKRD44 AP1AR AP2B1 AP5B1 APOO APOOL APRG1 AQP2 AQP3 AQP5 AQP9 ARAP2 ARF6 ARFGAP2 ARHGAP24 ARHGAP6 ARID4A ARL4C ARPC5 ARPC5L ARPP21 ASCL1 ASPA ASTN1 ASXL2 ATP10D ATP5MGL ATP6V1B2 ATP6V1C2 ATRNL1 ATXN1 ATXN7L1 ATXN7L2 AZIN1 B3GALT2 B3GLCT BACE2 BAIAP2 BAIAP2L1 BAIAP2L2 BAMBI BARHL1 BARHL2 BCAR3 BCKDHA BCL9 BDKRB1 BEND4 BEND5 BHLHE40 BIN3 BLOC1S1 BMI1 BMP4 BMPR2 BNC2 BNIP1 BRMS1L BUB3 BZW2 C11orf87 C1orf122 C3AR1 C4BPA C5 C5orf64 C7orf33 C8orf82 C9orf85 CA8 CABP7 CADM1 CALCOCO1 CAMK2D CAMKK1 CAPG CARMIL3 CARTPT CASK CASQ2 CASZ1 CBFA2T2 CBX8 CCDC18 CCDC6 CCER1 CCL22 CCN1 CCN3 CD226 CD40LG CD44 CD68 CDC40 CDH20 CDH9 CDIN1 CDK14 CDK2AP1 CDK6 CDKN2C CDX2 CEBPA CEBPA-DT CEBPB CEBPE CELA1 CEP57 CERS6 CES5A CFAP54 CHL1 CHN2 CHRNA10 CIAO1 CIPC CITED2 CIZ1 CLC CLCN4 CLDN17 CLDN2 CLDN8 CLTC CMTM8 CNGB3 CNIH3 CNPPD1 CNPY4 CNTF CNTNAP5 COL4A3 COL4A4 COL4A5 COL4A6 COL8A1 COLEC10 COMMD10 CORO1C CPA5 CPB1 CPEB3 CPEB4 CPNE1 CPNE4 CPNE5 CPVL CREB5 CREM CRHBP CRIM1 CRLF1 CRTAC1 CRYBG2 CRYGS CSF2 CSRNP3 CTNNBIP1 CTNND2 CUBN CUX1 CUZD1 CXADR CXorf58 CYFIP2 CYLD CYP46A1 DBN1 DCAF11 DCLK1 DCX DDX17 DDX52 DENND2B DENND2D DGKA DGKI DIS3L DLC1 DLG2 DLGAP4 DLX1 DLX4 DMD DNAH5 DNAI1 DNAJB1 DNAJB9 DNAJC1 DNAJC22 DNM1 DOCK7 DPF3 DPH1 DPY19L3 DPYD DRD3 DSG1 DSG3 DSG4 DUSP1 DUSP6 E2F1 E2F3 EBF2 ECI1 EDN1 EFEMP1 EFHC2 EFNA5 EIF1 ELAVL2 ELK3 ELK4 ELL ELMO3 EMP1 EN1 ENGASE ENSG00000291228 EPC2 ERBIN EREG ERG ERRFI1 ESRRB ESRRG ETS1 ETS2 EVI2B EWSR1 EXOG EYA1 FABP6 FAM13B FAM178B FAM216B FAM219A FAM98B FBN2 FBXL19-AS1 FBXO11 FBXO30 FBXO44 FBXW7 FCER1G FERMT1 FES FGA FGF10 FGF12 FGF5 FGF7 FGFR1 FHDC1 FHL5 FLRT3 FLT1 FMNL1 FNDC9 FOSL2 FOXP1 FOXP2 FSCB FSIP2 FSTL3 G3BP1 GABRB1 GAD1 GAL3ST3 GAP43 GAREM1 GAST GATA6 GATB GC GCNT2 GDPD4 GFRA1 GIMAP5 GIP GLRA1 GLRA2 GMCL2 GNAI1 GOLGA4 GOLPH3L GPBP1 GPD1 GPM6A GPR107 GPR119 GPR150 GPR158 GPR174 GPR34 GPR88 GPRC5D GPRIN3 GPX1 GRB7 GREM1 GRID2 GRIN2A GRIN2B GRIPAP1 GRPR GRWD1 GSG1 GTPBP1 H4C3 H4C5 HAL HBA2 HBP1 HCFC1R1 HEXIM2 HGF HGFAC HIP1R HIVEP3 HMCES HMGA1 HMGA2 HMGB2 HMGN2 HMMR HNMT HNRNPR HOMER2 HOMER3 HOXA1 HOXA2 HOXA5 HOXA9 HOXB3 HOXB6 HOXC11 HOXC4 HOXC6 HOXD3 HOXD4 HPSE2 HS3ST4 HSD3B7 HSPH1 HTR2C HTR3B IBSP IFNK IGF1 IGF1R IGFBP6 IKZF2 IL13 IL13RA1 IL17RC IL18BP IL18RAP IL1RAPL1 IL1RAPL2 IL21 IL25 IL3 IL5 ILDR2 IP6K2 IRX4 ISL1 ITGA11 ITIH2 ITPRIP ITPRIPL1 JAKMIP2 JAZF1 JMJD1C JUP KCNA3 KCNIP2 KCNIP4 KCNQ1DN KCTD15 KDM2A KDM5C KIAA1549L KIF1B KIF5A KIRREL3 KITLG KIZ KLF5 KLHDC10 KLHDC3 KLHL13 KLHL24 KLHL34 KLK9 KLRA1P KMT2E KMT5C KNCN KRT14 KRT23 KRT28 KRT34 KRT76 KRTAP11-1 KRTAP13-2 KRTAP6-1 KRTAP6-2 L1CAM LAMC2 LARGE1 LARP7 LBX2-AS1 LGI2 LHX5 LHX9 LIFR LIMK1 LIN54 LINC00052 LINC00649 LINC00955 LINC01164 LINC01559 LINC01565 LINGO2 LMAN1 LMO2 LMO3 LMO4 LMX1A LOX LRMDA LRRFIP2 LRRN1 LRRN2 LRTOMT LTBP1 LTBP2 LYPD3 MAB21L1 MAFF MAGI1 MAL2 MAP2 MAP2K1 MAP2K3 MAP3K13 MAP3K5 MAPK14 MAPK8 MAPK9 MAPKAPK2 MARCHF5 MARK2 MASP1 MCF2 MCTS1 MEA1 MED13 MED15 MEIS2 MEPCE MESP1 MET METAP1D MFGE8 MFN2 MFSD2A MGAT2 MIB1 MICALL1 MICALL2 MINDY3 MIR22HG MITF MKS1 MMP3 MPZL1 MPZL3 MRPL58 MRPS6 MSMB MSN MSS51 MSTN MTFP1 MTMR10 MTMR4 MTTP MTX2 MYBPH MYF6 MYH10 MYH11 MYLK MYO10 MYO1B MYO3B NAALADL2 NABP2 NCALD NCDN NDP NDST4 NDUFS2 NECAP1 NEDD4 NEDD4L NEFM NEIL3 NEO1 NEUROG1 NFAT5 NFIX NFRKB NHLH1 NIPA2 NIPBL NLGN1 NLRP3 NMT2 NNT NOG NOL3 NOTCH1 NPTX2 NPY2R NR1H4 NR2E1 NR3C2 NR5A2 NRAP NRP2 NSD3 NSG2 NSMCE3 NT5DC2 NUDCD2 NUMA1 NUMBL OMG OPN5 OTOF OTP OTUD4 OTUD7B PAFAH1B1 PAIP2 PAK1 PAK3 PAK6 PANK3 PART1 PAX3 PAX6 PAX9 PAXBP1 PCDH11X PCDH11Y PCDH7 PCDH9 PCDHB3 PCF11 PCK1 PCSK1 PDE1A PDE4D PDIA4 PDLIM5 PDP1 PDZD2 PDZD7 PFN2 PGAP2 PHF6 PHF8 PIAS1 PIK3CG PIK3R3 PIM1 PIP4K2B PITPNC1 PITX2 PJA1 PKIA PLA2G6 PLAAT1 PLAT PLCB2 PLEKHA5 PLS3 PMCH PMP22 POLDIP3 POLG POLR2K PON1 POU2F1 POU3F4 POU4F3 PPM1J PPM1L PPOX PPP1R12A PPP2R2B PRDM1 PRDM8 PRDX4 PRELID3B PRICKLE1 PRIMA1 PRKCH PRL PROX1 PRPF3 PRPF38B PRPF4B PRR11 PRR34 PRR7 PRRX1 PTCH1 PTGS2 PTK7 PTPRG PTPRK PTPRM PTPRO PTPRR PURA PYM1 QRFP RAB11FIP5 RAB1A RAB8B RAB9A RABEP1 RAPGEF6 RASA2 RASGEF1B RASSF1 RASSF8 RBFOX1 RBM33 RBM39 RBMS2 RBMS3 RCAN1 REEP3 RELA RETREG2 RFX4 RGL1 RHBDD3 RIMS1 RIN1 RIPK4 RLIM RNF141 RNF220 ROBO3 ROGDI ROR1 RORB RP1L1 RPA3 RPH3A RPL27A RPS6KA3 RRAGA RRBP1 RTKN2 RTN1 RTN3 RUNX1 RUNX1T1 RUNX3 RYBP RYR2 S100A10 S100A16 SAG SALL1 SARNP SAT1 SCN2A SCN3B SCP2D1 SCUBE3 SDC4 SDF2L1 SEL1L SELENOO SEMA3A SEMA5B SERPINA10 SERPINB13 SERPINB2 SERPINB7 SERPINI2 SERTAD4 SESN2 SEZ6 SFN SFR1 SFRP4 SH3BGRL2 SH3TC2 SHANK2 SHISA6 SIGLEC1 SIX1 SKA2 SKIL SKP1 SLAIN1 SLC10A2 SLC16A13 SLC17A6 SLC25A13 SLC30A3 SLC35B1 SLC37A4 SLC38A6 SLC39A13 SLC39A2 SLC41A1 SLC43A3 SLC44A1 SLC47A1 SLC5A3 SLC7A11 SLC8A1 SLC8A3 SLC9A5 SLC9A9 SLCO1B1 SLIRP SLITRK1 SLITRK2 SLITRK4 SLITRK6 SMAD1 SMAP2 SMARCA1 SMARCA2 SMIM29 SMPX SNTB2 SNX6 SOBP SOD2 SOX10 SOX14 SOX4 SOX5 SP8 SPAG1 SPAG16 SPAG9 SPIN2A SPINK7 SPO11 SPON1 SPOPL SPRR2A SPTB SREK1 SRPK2 SRSF1 SRSF8 SSMEM1 SSTR1 SSTR5 SSTR5-AS1 ST3GAL4 STAC2 STAG2 STAM STIP1 STMN2 STMN4 STRADB SUCNR1 SULF1 SULF2 SYNPO SYT10 SYT16 SYTL2 TAB3 TAC1 TAF6 TAFA1 TAGLN2 TAPBP TAS2R41 TBC1D21 TBC1D5 TBR1 TBX19 TCEANC2 TCF7 TCF7L1 TCOF1 TDRD5 TECPR1 TECTA TEF TENM3-AS1 TEX15 TFEC TGIF1 THAP5 THAP9 THNSL2 THOC6 TIAL1 TIMP1 TINAG TINAGL1 TJP2 TMCC1 TMCO1 TMEFF2 TMEM126B TMEM127 TMEM131L TMEM185A TMEM196 TMEM255A TMEM59 TMEM59L TMEM88 TMIE TMOD3 TMPRSS11D TMSB4XP1 TMSB4XP4 TMSB4XP6 TMSB4XP8 TNFSF4 TNIP3 TPI1 TRA2A TRAK2 TRAPPC14 TRERF1 TREX1 TREX2 TRIM33 TRMT9B TRPM8 TRPS1 TSC1 TSC22D1 TSHZ3 TSPAN2 TTC12 TTLL6 TTR TXN TXNRD1 TYRO3 UBA1 UBE2R2 UBE3A UBE4B UBXN10 UCHL3 UCHL5 UFM1 UGDH ULK1 UNC80 UQCRC2 USP14 USP2 USP3 USP32 USP49 USPL1 UXS1 VAX1 VCAN VCPKMT VEGFA VGLL4 VIP VLDLR VPS26A VPS50 VSX1 WASF1 WASF2 WBP4 WDR44 WDR73 WDR81 WIPI2 WNK1 WNT11 WNT4 XPC XRN2 YIPF7 YRDC ZBTB18 ZBTB2 ZCWPW1 ZEB1 ZEB2 ZFHX4 ZFP91 ZFPM2 ZIC2 ZIC5 ZMAT3 ZMAT5 ZMIZ1 ZNF423 ZNF474 ZNF485 ZNF516-DT ZNF532 ZNF593 ZNF654 ZNF689 ZPBP2 ZRANB1 ZRSR2 TTANWNANTGGM_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TTANWNANTGGM_UNKNOWN ABLIM1 ACVR2A ADAMTS6 ADCYAP1 AGBL2 ANGPT1 ANKS1B ASB4 BAZ1A BMI1 CCER1 CHODL CKMT2 CLU COL12A1 CPNE1 CSNK1A1 CUZD1 DLG3 EGLN1 EML4 EOMES ESRRG FOXF2 FOXP1 IGSF1 IKZF2 JAKMIP2 KLF14 LIF MCUB MPPED2 NHLH2 OLFML3 OMG OSBPL6 PBX2 PDP1 PDZRN4 PENK PPP2R5C PRDM1 PRDM13 RPL27A RUNX1T1 SIAH1 SIAH3 SLF1 SLITRK1 SOX14 STAG2 TBX19 TBX4 TGIF1 TMEM255A TMEM62 TMSB4XP1 TMSB4XP4 TMSB4XP6 TMSB4XP8 TPM3 TRMT10A VAX1 ZBTB25 ZNF281 TTAYRTAA_E4BP4_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TTAYRTAA_E4BP4_01 A1CF ABHD8 ADNP ADRB2 AHNAK AK3 AKTIP ALB ALDH1A1 ALDH3A1 AMY2A ANGPTL7 ANKRD40 ANO1 AP1S2 ARG2 ARHGAP44 ARID1B ARNT ARRDC3 ASF1A ASIC2 ASIC5 ATP2A3 ATXN1 BCL11A BCL6 BMT2 BSN C1QTNF7 C1orf122 CADM1 CALM1 CAPS CD40LG CDK8 CDKL1 CEP95 CFAP161 CHIC2 CIART CLCN1 CLSTN1 CLVS1 CNTF COL15A1 CREB5 CREBRF CRIM1 CRTAC1 CSNK1E CTDSP2 CX3CL1 CYCS CYLD DAGLA DCAKD DDX5 DENND4A DGKI DMD DNAJA2 DPM1 DPYSL2 EIF2A ELAVL4 ELOVL6 ENAM ENPEP ENSG00000291228 EP300 EPB41 EPHX4 EPN2 ERF ERGIC1 ETV4 ETV5 EYA1 FAIM2 FAM76A FBXO3 FBXW7 FGF14 FKRP FNBP1 FRY FST FUT9 G6PC1 GABARAPL2 GABRR2 GNPNAT1 GPBP1 GPM6A GRHL1 H1-5 H3-3A HAND1 HECTD2 HERPUD1 HIVEP3 HOXA4 HRH3 HS6ST2 ID4 IGSF9B IKZF2 IL1RAPL1 IL34 IL6ST IMPDH1 ING1 INPP4A IP6K2 IRAK1 IRF2BP1 JMJD1C JPH3 KCNIP4 KCNJ1 KCNJ13 KIAA1549L KLF9 KMT2E LAMP5 LARGE1 LARP7 LGALSL LGSN LHX6 LINC00472 LINC00671 LMO4 LONRF3 LRRTM3 MACO1 MAP2K3 MAP2K6 MBNL2 MCTP1 MCTP2 MECP2 MED12L MID1IP1 MIOX MIR22HG MKNK2 MOCS3 MPP2 MSRB3 MYLK NAA60 NAPEPLD NDST3 NECTIN1 NEGR1 NEUROD6 NFIL3 NIPBL NMT1 NMT2 NOS1 NPTX1 NPTX2 NR1D1 NREP NRSN1 NTN5 NYX OAZ3 OSBPL6 OTP PALS1 PALS2 PCSK2 PDP1 PELI2 PER2 PGK1 PIK3R3 PIP4K2B POGZ PPARG PPFIA1 PRDM8 PREX2 PRICKLE1 PRKAA2 PRKAG1 PRKG1 PRNP PRRG3 PTHLH PURA RAB3C RABL6 RAP2B RASL10B RBFOX2 RCC2 RGL1 RGS6 RHOBTB2 RNF145 RSKR SEC14L3 SECISBP2L SERP1 SERPINE2 SH2B3 SH3GL2 SIAE SIDT1 SKIDA1 SLC22A8 SLC24A2 SLC35C2 SMAP2 SPA17 SPATA2 SPRED1 SPRY4 STARD13 STK31 STK35 SULF1 SUMO1 SYT14 SYT6 TAGLN3 TBX6 TFAP2B TFDP2 TFEB TMCC1 TMEM126B TMEM185A TNFSF13 TNS2 TOB1 TREX1 TRIM8 TSC22D1 TSC22D3 TSPAN7 UBE2H UBR5 UNC5C USP2 UTRN WDR47 WDR81 WEE1 WNK2 WNT8B YRDC YTHDF3 YWHAG ZBTB14 ZBTB7A ZBTB9 ZDHHC14 ZDHHC5 ZFYVE9 ZHX2 ZNF572 ZNF638 TTCNRGNNNNTTC_HSF_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TTCNRGNNNNTTC_HSF_Q6 ABHD2 ACBD3 ACOT7 AHSA1 AHSA2P ATP2C1 C12orf50 C1RL CACNA1G CANX CBX3 CCT4 CCT7 CCT8 CDK17 CDKL5 CEPT1 CHORDC1 CNGB3 CNTN6 CRYAB CRYGB CYP46A1 DAZL DCSTAMP DDX17 DMRTB1 DNAJA1 DNAJB5 DPYSL2 E2F3 ECEL1 EDN1 EGR3 EIF4A1 EIF4A2 ERLIN2 FEZF2 FGF10 FKBP4 FOSB FOXP1 GATA6 GJB2 GNAL GPR162 GPR4 GPR50 HIKESHI HNRNPA2B1 HOXA2 HSP90AB1 HSPA1A HSPA1B HSPA1L HSPA4L HSPA8 HSPB2 HSPD1 HSPE1 HSPH1 INHBB JAK1 JMJD6 JOSD2 JPT2 KRIT1 LHX1 LMNB1 LRP8 LRRC2 LRRC49 LRRN4CL MACROH2A2 MAP6 MAT2A MECOM MKNK2 MORF4L2 MOSMO MUSK MXD4 MYL1 MYRF NECTIN1 NEUROG1 NFATC3 NNAT NODAL NR2E1 NR2F1 NR4A3 NUDT4 NUTF2 PAFAH1B1 PARP16 PDZRN4 PHF6 PMP22 PPID PRADC1 PTOV1 PURA PWWP3B RAB39A RANGAP1 RBM6 RCC2 REXO4 RORA RSPO2 RTN1 SEL1L3 SEMA6C SERPINH1 SESN2 SLC15A2 SPIN1 SPTY2D1 ST13 STAG2 STARD8 STIP1 STK40 STX4 TBPL1 TDGF1 TFCP2L1 THAP10 TMEM35A TNFAIP8 TNXB TSPAN6 TWIST1 UBB UBE2B UBE2E3 UBQLN1 UNC45B UPF2 USPL1 VEGFA VIPAS39 WNK4 XPNPEP3 XPO1 YWHAE YWHAG ZBTB32 ZBTB37 ZMIZ1 ZNF148 ZNF428 ZNF462 ZNF800 TTCYNRGAA_STAT5B_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TTCYNRGAA_STAT5B_01 A1BG ABCC5 ADAM11 ADAMTS4 ADAMTS6 ADAMTS9 ADAMTSL3 ADORA1 AFF1 AGRP AGT AKT1 AMBN ANK3 ANKRD39 AP2M1 AP2S1 APBA1 APOLD1 ARF3 ARHGAP36 ARHGEF39 ARIH1 ASCL3 ASPH ASXL1 ATP11C ATP5PD ATP8A2 ATXN7L2 AUP1 BACH2 BATF BCL6 BCL9 BCLAF1 BDNF BET1 BIRC2 BLZF1 BRINP3 BTBD1 BTK C1QTNF1 C7 C9orf24 CBL CBLIF CCDC25 CCL2 CCL5 CCND2 CD247 CD40LG CDH1 CEP41 CERT1 CFAP65 CHN2 CISH CITED4 CLDN8 CLEC1B CLU CMTM2 CMTM6 COQ8B CORT CPNE1 CPSF7 CREBRF CREM CSF2 CSN1S1 CSN3 CXCL11 CXCR5 CYP26A1 DBNDD2 DDX17 DGKA DGKZ DIS3L DISP2 DLL4 DLX4 DOCK4 DRC7 DTX2 DUSP4 ECEL1 EDEM2 EGFL6 EIF4E ELL ELMO1 ENPP2 ETV5 EXPH5 EXTL2 F9 FAP FBXL9P FGA FLT1 FLT3LG FN1 FOXA3 FRMD6 GEN1 GFAP GK GLRA2 GMPPB GPATCH4 GPR153 GPR21 GRB10 GSK3A GZMB HACE1 HAMP HHATL HJV HNRNPR HOMER2 HOXA11 HOXA2 HOXC5 HSD3B7 HSF4 HTRA2 IAPP ICAM1 IFT43 IFT80 IFTAP IGFALS IL18BP IL22 ING2 IPO11 IQCF2 IRF2 IRF2BP1 IRF4 IRF8 IRF9 ITPKC IWS1 JADE2 KBTBD8 KCNJ8 KCNN3 KCNQ1DN KCTD4 KLF4 KRTCAP2 LAMA1 LAMA2 LAPTM4B LCP2 LEP LIF LIN28A LIN54 LINC00656 LINC02915 LIX1 LSAMP LTA MAFF MAP2K3 MAP4K4 MAPK10 MARCHF10 MASP2 MECP2 MED24 MGAT4C MIA2 MIR17HG MIR22HG MRPL24 MTTP MXD1 MYL1 MYO18A NCALD NDUFS2 NEK6 NFATC4 NFIL3 NKG7 NME7 NOA1 NOB1 NOL4L NR4A3 NRP1 NRXN3 NT5C2 NTF4 NUDCD1 OGG1 OIT3 OLFML3 OPRPN OSM PABIR3 PALLD PALS2 PAN2 PCDH1 PCOLCE PCSK2 PDLIM1 PHC1 PHF21B PHOX2B PI4K2A PI4KB PIK3R1 PLA2G3 PLAGL1 PLEC PLPP6 PLSCR1 PMCH POLK POLR2B POLR2M POU4F1 PPARD PPARGC1B PPBP PPP1R9B PPP2R3A PRDM1 PRKAR2B PROK1 PROS1 PROX1 PSMD3 PTCHD4 PTPRO PVALB RAB11B RAB3B RAP2A RARA RBFOX1 RBFOX2 RBM14 RESF1 RFFL RGS3 RLIM RRAS S100A3 SARM1 SBF2 SCRG1 SDC1 SDHAF2 SEC24C SEMA6D SEPTIN9 SERPING1 SERTAD3 SETD2 SIGIRR SLAMF1 SLC1A5 SLC26A9 SLC30A7 SLC38A5 SLC50A1 SMC4 SMC6 SMPD1 SMPD3 SOCS2 SRPX SRPX2 SSBP4 STC1 STEAP4 STXBP6 SYMPK SYT12 TAB2 TCEA2 TEAD1 TEAD4 TET2 THPO TLR7 TLX2 TMEM100 TMEM163 TMEM208 TMEM60 TMEM74B TMEM95 TMLHE TMOD3 TMUB2 TNFRSF9 TNFSF11 TNIP2 TNS2 TRIM15 TRIM25 TRIM46 TRPM7 TSHZ2 TSKU TSPAN31 TSPAN6 TUT1 UBR1 UGCG USP25 VASN VAX1 VGF VIP VTN WDR81 WIPF1 WNT10A XRCC1 ZNF112 ZNF180 ZNF233 ZNF235 ZNF423 ZNF546 ZNF582 ZYX TTCYRGAA_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TTCYRGAA_UNKNOWN ABCA3 ABL1 ABTB3 ACOT7 ACRV1 ACSBG2 ACTA1 ACVR1 ADAMTS1 ADRA2C AGTR2 AIFM3 AOAH AP3D1 APLP2 ARHGAP6 ARHGEF12 ARMC12 ARSG ATP2C1 ATP5ME ATP6V0D2 AZIN1 BCL6 BCOR BEST3 BRD2 C11orf80 C12orf50 C1orf105 C22orf31 C4orf17 C8orf17 C9orf24 CACNA1I CAMK2B CAP1 CBX3 CCDC117 CCDC6 CCN1 CCT4 CCT8 CD274 CDC42SE1 CDH22 CDIN1 CDIPT CDK5 CDK5R2 CDKN1A CDR1 CELF3 CEP164 CEPT1 CHORDC1 CLDND2 CLU CNIH1 CNTNAP2 COG7 CRYAB CSTPP1 CXXC4 CYB561A3 CYP39A1 CYP46A1 DAZL DCAF4 DCUN1D3 DERL3 DMRTB1 DNAJA1 DNAJB2 DNAJB4 DNAJB5 DNMT3B DYNLL1 E2F1 EFHD1 EGR2 EIF5B ELOVL1 ELP4 EMX2 EP300 EPB41L1 ESR1 ETV1 EVC2 EWSR1 FAM106A FBXO30 FBXO33 FBXO5 FGF16 FLNC FLRT1 GAB2 GABRA1 GABRB1 GABRB3 GAS7 GCNT2 GDPD3 GJB6 GLIPR2 GLRA2 GNA13 GOLGA3 GOLT1B GPATCH2 GPC4 GPR22 GPRASP2 GPX1 GRB10 GRHL1 GRIN2D GRK2 GSTT4 GTF3C2 HAT1 HIKESHI HMBOX1 HNRNPA2B1 HORMAD2 HOXA3 HSP90AB1 HSPA8 HSPA9 HSPB1 HSPB2 HSPD1 HSPE1 HSPH1 IDH1 IER5 IL2 IL21R IL22RA2 IL34 IMMP1L INTS2 INTS9 INVS IPCEF1 IRF8 JADE2 JAG1 JARID2 JMJD6 KCNAB1 KCNH2 KCNQ1 KDM6A KLHL10 KLHL9 KRIT1 KRT20 KRT26 LGALS8 LGI1 LGI2 LGSN LIX1 LMOD1 LRRC1 LRRC17 LTC4S LYRM1 MAP1LC3B MAP3K6 MAPT MAST1 MAT2A MED26 MEGF10 MEIOB MEPE MGAT3 MIR17HG MLLT11 MORF4L2 MTA2 MTPN MXRA8 MYL5 MYO19 MYOD1 MYT1 NCKAP5 NETO1 NFATC3 NNAT NODAL NPPB NPR1 NPY2R NRGN NT5C3B NTF4 NUDC NUP153 NUP98 OLFML1 PAFAH1B2 PAPOLA PARS2 PASK PCDH8 PDE4C PDGFB PDP1 PDZD7 PER2 PGAP2 PGM1 PHF6 PIGV PIGW PIK3R1 PIK3R2 PKN1 PLAT PLSCR4 PNCK PNKD POMGNT1 PON2 PPID PPP1R7 PPP2R5B PRDM2 PRDX6 PRELID1 PROM1 PRPH PTGDS PTHLH PTRH2 PWWP3B QRFP RAB18 RAB24 RAB2B RALYL RECQL RFLNB RFTN2 RHBDD3 RIMS2 RNFT1 RPS18 RPS6KA3 RTN1 RUNX1T1 SAG SATB2 SCGB1A1 SCN3A SDHAF4 SELP SEMA3A SEMA6A SEPTIN4 SERPINA10 SERPINH1 SGMS2 SIAE SIX3 SLC25A27 SLC2A12 SLC35C1 SLC4A2 SLITRK2 SOD2 SPA17 SPACA3 SPATA17 SPIN1 SPTLC3 SRPK2 ST13 STAG2 STAMBP STAT4 STIP1 STK40 SYNCRIP TAC4 TAS2R5 TBC1D10B TBL1XR1 TEDC1 TGIF1 TLK1 TLR8 TMC5 TMEM138 TMEM255A TMEM33 TMEM50B TMPRSS11A TNFSF15 TNMD TOP1 TPP2 TRA2B TSBP1 TSPAN6 TTC9B TWIST2 TXNDC9 UBE2B UBE2W UCHL1 UNC45B UPF2 USPL1 VCP VMP1 VPS52 VWA1 WASL WBP2 WNT3 WT1-AS XPNPEP3 XPO1 YIPF4 YWHAG YWHAQ ZBTB32 ZDHHC14 ZKSCAN8 ZNF384 ZNF407 ZNF436-AS1 ZNF593 TTF1_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TTF1_Q6 ABLIM1 ACIN1 ACTMAP ADCY6 ADCYAP1 ADGRB2 ADNP AK9 AKAP9 ALG12 AMIGO3 AP4S1 AQP4 AQP4-AS1 ARX ASB2 ATN1 ATP10B ATP8B2 B3GAT3 BABAM2 BLCAP BMI1 BMP2 BMP4 BNC2 BPIFB6 BRD2 C14orf119 C15orf32 C6orf15 C6orf62 CACNA2D3 CACNG2 CAP1 CAVIN1 CCDC107 CCNG2 CCR9 CD101 CD248 CDC42EP3 CDCA7L CDIN1 CDK5 CDX2 CDX4 CFL2 CHD4 CITED1 CLC CLDN15 CLMN CLUH CNIH2 CNOT2 CNTN1 CNTN6 COL5A3 COLCA1 CORO1A CPNE1 CREB1 CRELD2 CRH CRK CRTAC1 CYTH3 DAB2IP DCTN1 DDB1 DENND2D DLC1 DLGAP4 DLX1 DMP1 DOCK7 DRD2 DUSP14 EIF2AK3 EIF4E ELAVL4 ELF4 ELK4 EMSY EPB41L4B ERH ERN1 ESR1 EZH2 FAM167B FAM193B FAM83H FBXL19 FBXW4 FEZF2 FGF17 FLT1 FOXN3 FOXP2 FZD7 GCAT GDAP2 GFPT2 GJC2 GLI1 GPM6A GPR27 GRIK5 H1-0 H3-3B HEBP2 HERPUD2 HESX1 HEXIM2 HHIP HIGD1B HNRNPA0 HOXA10 HOXA13 HOXB5 HOXB6 HOXC4 HOXC6 HOXD8 HPCAL1 HPCAL4 HTN1 ICA1 IFT43 IGF2BP3 IGF2R IL17F IMPG1 JARID2 KCNH2 KCNK18 KLF5 KLF7 KRCC1 LHX6 LIF LINC00649 LRRN2 LRRTM3 LZTS2 MAFB MAP2K1 MAP2K5 MAP4 MAZ MFSD5 MIR9-1HG MLEC MTRFR MXI1 MYC MYL1 MYOCD NABP2 NCDN NDRG2 NKX2-1 NOVA1 NPPA NRG2 NTN3 OBI1 OGFOD1 OVOL2 PCDH17 PCDHAC2 PCDHGC3 PCSK1 PDHA2 PELI3 PGF PHKG1 PHYHD1 PICALM PIK3R3 PIP4K2C PITPNC1 PLXNB1 PPFIBP1 PPTC7 PRDM8 PRR14L PRSS35 PSTPIP1 PTBP2 PTK7 PTPRT RAB27A RAG2 RBKS RBM26 RCOR2 RINT1 ROR1 RPL10L RPS6KA4 RREB1 RSKR RSRC1 RYR1 SCARF1 SCRT2 SDF2L1 SERPINB5 SLC20A1 SLC25A3 SLC35A2 SLC38A3 SLC39A9 SLC4A2 SLC6A7 SMARCA1 SNRPA SOX14 SPACA6 SPEG SPRY4 SRCIN1 STC2 STK32C STRN3 SYT17 SYTL2 TAF15 TCF4 TEAD1 TEC TENM3-AS1 THBS1 TKFC TMEM187 TMEM88 TPM2 TREX2 TRPM3 TRPV6 TRRAP TUBAL3 TUG1 TWIST1 TXNDC12 UST WASF2 WBP1 WDR13 WDR3 WDR53 WNT3 WNT7B WNT8B ZBTB37 ZFYVE27 ZIC1 ZIC4 ZMYND8 ZNF485 ZNF513 ZNF521 ZNF532 ZNF654 ZNF804A ZP1 TTGCWCAAY_CEBPB_02 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TTGCWCAAY_CEBPB_02 ACAN ANGPT1 B4GALT1 BMF BNC2 CEBPB CITED4 CKAP4 CLDN10 CSDE1 CUEDC1 CYP24A1 DBH DCAF6 DENND2D EIF4A1 EIF4A2 ETV6 FAM217B FGA FGF14 GSR HOXA5 IDH1 IL19 IP6K2 ITPR3 JADE3 KCNJ2 KLF5 KRT23 LUZP1 MAPK14 MIDEAS MSH5 NAT9 NFKBIE NRP2 PITX2 PPL PPP1R3D PRDX3 RAB2A RHOB SAA1 SBSN SERPINE1 SIK3 SLC7A11 SLIT3 SOX10 SPIB SRPK1 STMN1 SYNCRIP TMEM104 TOB1 TRIB1 TXLNG VCAN WNT5A ZFP36L1 ZNF217 TTTNNANAGCYR_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TTTNNANAGCYR_UNKNOWN AGTR2 AMOT AOC2 ARAP2 ATXN7L2 BLNK BMPR2 CA7 CACNG2 CAST CDH16 CELA3A CHD4 CLDN10 CLDN2 CNN1 CNTLN CPNE1 CYP51A1 DCDC1 DGKG DHRS3 DNAJB8 DPT DSC1 E2F3 EID1 ETS1 FBXO21 FGD4 FGF17 FOXP1 GPM6B GRK5 H1-1 H1-2 H1-3 H1-4 H1-5 H1-6 H2AC1 H2AC11 H2AC12 H2AC13 H2AC15 H2AC16 H2AC17 H2AC20 H2AC21 H2AC25 H2AC4 H2AC6 H2AC7 H2AC8 H2BC1 H2BC11 H2BC12 H2BC13 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-4 H3C1 H3C10 H3C12 H3C2 H3C3 H3C4 H3C7 H4C1 HOXB4 HOXB6 ID4 INPPL1 KCNIP4 KCNK12 KLHL41 KMT5A LHX2 LIMA1 LIN28A MEIS1 MTSS1 MXI1 MYH2 NAP1L5 NDRG3 NFATC1 NLRC3 NRAP NRP1 NSMCE3 OLR1 ONECUT2 OTP PDS5A PLAAT1 PPP2R2B PPP3CA PRKCQ RANGAP1 RASAL2 RGN RNF44 RUNX1T1 SDHAF3 SERPINA7 SLC10A2 SLC12A2 SLC35A2 SLC6A1 SLC6A13 SMO SPRED1 STARD13 TBXAS1 TCERG1L TCF4 TDRD5 TGIF1 TRAF3IP2 USP34 USP46 USP47 ZNF710 USF2_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/USF2_Q6 ACAP3 ADAM12 ADGRB2 ADK ADSS2 AGMAT AK2 AK3 ALDH18A1 ALDH3B1 ALX4 AMPD2 AP3M1 APOA5 ARHGAP12 ARHGAP20 ARL2 ARL3 ARPC5 ATAD3A ATAD3B ATF1 ATF7IP ATP5PB ATP6V0B ATXN7L2 AVPI1 B3GALT2 B3GALT6 B4GALT2 BATF2 BATF3 BCL9 BCL9L BDNF BHLHE41 BLOC1S1 BRDT C1orf43 C2CD2L CA14 CACUL1 CBX5 CCAR1 CCDC6 CDC14A CDKN2C CELF1 CEP57 CFAP57 CFL1 CGN CHD4 CHRM1 CIART CNNM1 CNST COL2A1 COMMD3 COPS7A COPZ1 CPT1A CSDE1 CTBP2 CTSF CUL5 DCHS1 DEPDC7 DIP2B DNTTIP2 DPAGT1 E2F8 EBNA1BP2 EIF3A EIF4B EMC1 EPB41 EPC1 ERCC6 ERLIN1 ESRRA FABP3 FADS3 FAF1 FAM76B FCHSD2 FEN1 FGF19 FGF6 FKBP11 FOSL1 FOXD3 FOXJ3 FXYD2 FXYD6 GAPDH GPD1 GTF2H1 GUCY1A2 H3-3A HHEX HLX HMGN2 HNRNPA1 HNRNPF HNRNPH3 HOXC11 HOXC12 HOXC13 HOXC5 HPCA HPCAL4 HPS5 IGSF22 IL15RA ILK IPO13 IPO7 IVNS1ABP KAT5 KMT2A KRTCAP2 LDHA LHX9 LIN28A LMX1A LRFN4 LRP8 LTBR LZTS2 MACROD1 MAEL MARCHF8 METTL13 MFSD5 MICAL2 MICU1 MRTO4 MTCH2 MYCL NAT10 NET1 NID1 NIT1 NKX2-3 NMNAT2 NR0B2 NRAS NRIP3 NUDC OGDHL OPRD1 PA2G4 PABPC4 PAX6 PFDN2 PFKFB3 PICALM PITX3 PLA2G4A PLBD1 PLEKHA6 POGK POLR2L POLR3A POLR3C POU3F1 PPCS PPP1R3C PPRC1 PRRC2C PSEN2 PTPRF RAB30 RAB3IL1 RAD9A RARG RASGRP2 RBBP4 RCOR2 REEP3 REXO2 RFX5 RGL1 RHEBL1 RLF RNF115 RORC RPL22 RPUSD4 RRAGC RRP15 RRP8 RTN4RL2 RUSC1 RUSC1-AS1 SC5D SCAMP3 SCYL1 SEC23IP SERBP1 SFXN2 SIRT1 SLC16A1 SLC1A7 SLC25A33 SLC38A2 SLC43A1 SLCO1C1 SMC3 SORL1 STMN1 STX6 SYT6 TADA1 TAF6L TAGLN2 TDRD1 TESK2 TEX12 TFB2M TGFB2 TIAL1 TIMM10 TMEM258 TMEM86A TRIM3 TRIM46 TSKU TSPAN4 TSSK3 TXNDC12 UBE4B UBIAD1 UBR4 UBXN1 UBXN10 USP2 UVRAG VPS26A VWA2 WDR77 WEE1 YBX1 YBX3 ZBTB40 ZBTB8OS ZFP91 ZMYM6 ZMYND12 ZNF503 ZNF593 ZNHIT6 ZZZ3 USF_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/USF_01 AATF ABHD17B ADAM10 AFF4 AKAP1 AKAP10 AKAP12 ALDH6A1 ALG1 AMDHD2 AMMECR1L ANKRD12 AP1S2 APEX1 ARMCX6 ARMT1 ARPC5 ATF4 ATF7IP ATIC ATP6V1A ATXN3 B3GNT9 BATF3 BAX BDNF BHLHE41 BMP4 BOK BRD2 BRDT C1orf43 C9orf85 CBX6 CCAR1 CD164 CGN CHD4 CIPC CLN3 CLUH CNPPD1 COMMD3 COMMD8 COPZ1 CPT1A CUL5 CUTA DCTN4 DDX3X DENND6A DEPDC7 DHX35 DIP2B DNMT3A DOHH DOLK DRC3 DUSP1 DUSP7 DVL2 EEF1B2 EIF3A EIF4B EIF4E EIF4G1 ELAVL3 EME1 EPC1 ESR2 ESRP2 ETV1 FAM13B FEN1 FMR1 FOXD3 FSHR GABARAP GATA5 GGN GIGYF2 GLA GNA13 GNAS GNB2 GPX1 GSK3B GTF2A1 GTF2H1 GYG1 HAPSTR1 HMGN2 HMOX1 HNRNPA3 HNRNPD HNRNPH2 HOXA1 HOXA11 HOXA7 HOXA9 HOXB4 HOXB5 HOXB7 HOXC11 HOXC5 HOXD10 HPS3 HPS5 HSPBAP1 IGF2BP1 IGF2R IGSF22 ILF3 ILF3-DT IRF9 IRS4 KAT14 KAT5 KAT6A KBTBD2 KCNH4 KDM4C KDM6A KLHL28 LAMP1 LNPK LONRF3 LYPD1 MANF MAX MCM2 MCOLN1 METAP1D MGME1 MON1A MORF4L2 MRPL27 MTCH2 NAA50 NDUFS1 NEUROD1 NFX1 NIT1 NPM1 NPTX1 NRIP3 NUDC ODC1 OGDHL OPRD1 ORAI2 OSGEP PCDHA10 PCED1A PDIA2 PER1 PFDN2 PHC3 PHF20 PHF20L1 PICALM PKN1 PLCG2 PLEKHA6 POGK POLR3C PPCS PPM1A PPP1R3C PRDM4 PRELID1 PRPS1 PSME3IP1 PTMA RAB24 RAB31 RAB3IL1 RAD9A RAI14 RALYL RANBP1 RAPGEF6 RARG RBBP4 RBBP6 RBM15B RETREG2 RGL1 RLF RMND1 RNF115 RNF146 RPA1 RPL13A RSPRY1 SAE1 SASH3 SC5D SCYL1 SEC11C SEPTIN3 SET SGO1 SHOC1 SIGMAR1 SIRT1 SLC12A6 SLC1A7 SLC26A2 SLC31A2 SLC36A1 SLC38A2 SLC49A4 SMC3 SMYD4 SNX5 SSR1 STMN1 STX6 SUMF1 SYT3 TADA1 TAF6L TCEAL3 TEF TESK2 TFAP4 TFRC THUMPD2 TIMM8A TMEM108 TMEM132E TMEM132E-DT TMEM258 TOGARAM1 TOM1 TOM1L2 TOPORS TRIM37 TRIM55 TRMO TRMT2A TSC1 TSR2 TTLL6 U2AF2 UBE2B UBE4B UBXN10 USP15 USP31 UTY VGF VPS16 VPS26A VPS33A VPS37B XPO1 ZBTB8OS ZCCHC7 ZFYVE26 ZMYND12 ZNF318 ZNF503 USF_02 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/USF_02 AATF AKAP12 ALDH6A1 AMMECR1L ANKRD12 AP1S2 APLN ARMCX6 ARMT1 ARPP19 ATF4 ATF7IP ATP6V1A ATP6V1C1 ATXN3 BATF3 BAX BDNF BLNK BMP6 BRDT C1orf43 C4A C4B C9orf24 CA14 CALR CAPN6 CBX5 CCAR1 CCN1 CCNYL1 CD164 CDKN2C CHD4 CHD6 CIPC CLCN5 CLN3 COMMD3 COMMD8 COPZ1 COQ4 CPEB4 CPNE4 CPT1A CREB5 CRLF1 CSDE1 CTNS CUTA CYSTM1 DCAF13 DCTN4 DDIT3 DDX3X DEPDC7 DHX35 DNAJB5 DNMT3A DRC3 DUSP1 DUSP7 DUSP8 DVL2 EGLN2 EIF3A EIF3K EIF4B EIF4E ELAVL3 EME1 EPB41 EPC1 ESRP2 ETV1 FAM117A FAM13B FEN1 FFAR2 FGF14 FGF6 FMR1 FOXD3 FZD6 GABARAP GARRE1 GET3 GGN GIGYF2 GLA GNB2 GPR65 GPX1 GRN GTF2A1 GTF2H1 GZMK HAPSTR1 HIVEP1 HNRNPA1 HNRNPD HNRNPH2 HOXA11 HOXB5 HOXB7 HOXC11 HOXC5 HOXD10 HPS5 HPSE2 HTN1 IGF2BP1 IGSF22 ILF3 ILF3-DT INTU IQGAP2 IQSEC1 IRF9 IRS4 KBTBD2 KCNE4 KLHL28 LAMA3 LAMC2 LAMP5 LAMTOR1 LHFPL6 LIN28A LONRF3 LRP5 LUC7L3 MACROH2A1 MANF MAP4K1 MAT2A MAX MBD6 MCAM MDM1 METAP1D MRPL27 MTCH2 MTHFD1 NAA50 NACC1 NALF2 NCOA6 NDUFA7 NEUROD1 NFX1 NIPAL2 NIT1 NPM1 NPTX1 NRIP3 NUDC NYAP1 OGDHL OMG PABPC1 PCED1A PER1 PFDN2 PFKFB1 PHF20 PHF20L1 PICALM PIK3R1 PIP5K1A PLEKHA6 PLS3 POGK PPARGC1A PPCS PPM1A PRDM4 PRPS1 PSME3IP1 PTGES2 PTMA RAB3IL1 RAB9A RAI14 RALYL REXO2 RFC1 RHBDF2 RHEBL1 RHOQ RLF RMND1 RNASE7 RNF128 RNF181 RPS2 RPS28 RRAGB RSPRY1 RUNX1 SASH3 SCRT2 SEC11C SEC23IP SEMA3A SESN3 SETD2 SHOC1 SHPK SIGMAR1 SIRT1 SLC12A6 SLC17A2 SLC1A7 SLC23A2 SLC25A32 SLC31A2 SLC39A5 SMC3 SMCR8 SNX8 SOX10 SPNS1 SPPL3 SQSTM1 SSR1 STC2 STEEP1 STK16 STX4 SUMF1 SUPV3L1 SYNPO2L TAC1 TAF6L TCEAL7 TCERG1 TCF12 TESK2 TFAP4 TGFB2 THUMPD2 TIMM8A TMEM108 TMEM131L TMEM132E TMEM132E-DT TMEM258 TNFAIP8L1 TOGARAM1 TOM1L2 TOP3A TOPORS TRMT1 TRUB2 TSHZ2 TTLL6 TYR UBE2B UBE2L6 UBE4B UBR3 UBR5 UBXN10 UBXN4 UMPS UROD UTP14A UVRAG VASH1 VLDLR VNN1 VPS16 XPO1 ZFYVE26 ZIC3 ZMYND12 USF_C https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/USF_C ABCA1 ABCB6 ABHD17B ACAP3 ACVR2B ADAMTS17 ADCY3 ADNP AEN AGO2 AK3 AKAP12 ALDH3B1 AMPD2 ANXA6 ARF6 ARHGAP20 ARRDC3 ARX ASS1 ATOSB ATXN7L2 AVP B4GALT2 BATF2 BATF3 BCAS3 BCKDHA BCL6 BCL9L BEND4 BHLHE40 BMP2K BMP4 C21orf91 CA14 CACNA1D CACUL1 CAMK4 CAMKV CCDC6 CDC14A CEACAM5 CGN CHRM1 CHST11 CIART CLCN2 CNNM1 CNOT4 COL2A1 CREBRF CRMP1 CTIF CTSF CYP2D6 DAZAP1 DAZL DCUN1D4 DERL3 DIABLO DNAJB9 DNMT3A DOLK DRD1 EEF1E1 EFNB1 EFTUD2 EIF3J EIF4B EIF4E EIF4G1 EIF5A ELK1 ELOVL4 ENO3 ENPP6 ETV1 ETV4 EXOSC2 EXOSC5 FADS3 FARP1 FBL FCHSD2 FGF11 FGF14 FGF6 FHOD1 FKBP11 FLT3 G6PC3 GABARAP GCSH GIT1 GK GNA13 GPD1 GPRC5C GPX1 GRIN2A GRK6 GTF2A1 GTF2H1 GYG1 H3-3A HERPUD1 HHIP HMGN2 HMOX1 HOXA3 HOXA4 HOXC11 HOXC12 HOXC13 HPCA HPCAL4 HS3ST3A1 HSP90AB1 HSPA4 HSPBAP1 HSPE1 HSPH1 HYAL2 IER5L IGF2BP1 IGSF22 IKZF3 IL1RAPL1 INO80 IPO13 IPO4 IVNS1ABP JADE1 KAT6A KDM3A KLF9 KLHL28 LAP3 LHX9 LIN28A LPCAT4 LRP8 LTBR LYAR MAEL MAT2A MAX MCM8 METAP1D MGME1 MICAL2 MID1IP1 MMP23A MMP23B MNT MORF4L2 MPP3 MTHFD1 MXD4 MYCL MYO19 NAT10 NKX2-3 NLN NOL4L NPM1 NPTX1 NR1D1 NTN3 NUDC NXPH1 OSR1 PA2G4 PABPC1 PABPC4 PAICS PAX6 PBRM1 PDK2 PER1 PFDN2 PFDN6 PFN1 PIGW PLA2G4A PLBD1 POGK POLR2H POLR2L POLR3E PPARGC1B PPAT PPP1R9B PRKCE PRMT1 PSEN2 PSMB3 PTMA RAB2A RAPGEF6 RHEBL1 RNF43 RORC RPL13A RPL19 RPL22 RPS19 RPUSD4 RRAGB RSPO2 RUNX1T1 RUNX2 RUSC1 RXRB SATB2 SC5D SCFD2 SCRT2 SDC1 SELENOS SEMA7A SERBP1 SET SEZ6L SGTB SH3KBP1 SIGMAR1 SIRT1 SLC12A5 SLC20A1 SLC25A33 SLC26A2 SLC31A2 SLC39A7 SLC4A11 SLC6A15 SLC9A5 SNCAIP SNX5 SOCS5 SPATA2L SRP72 ST6GAL1 STMN1 SUCLG2 SYBU SYT3 SYT6 TBX4 TDRD1 TEF TFAP4 THAP5 TIAL1 TIMM10 TIMM9 TLL1 TMEM108 TMEM132E TMEM132E-DT TMEM47 TNFRSF21 TRMO TSPAN4 TXLNG TXNDC12 UBA1 UBXN1 UBXN10 USP2 UTP18 VGF VPS50 WBP2 WDR46 WEE1 XRN2 YBX1 ZBTB49 ZFP91 ZMYM6 ZNF771 ZNRF2 USF_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/USF_Q6 ACAP3 ACY1 ADAM10 ADAMTS3 AGRP AKAP1 AKAP10 ALDH6A1 AMDHD2 AMMECR1L AMPD2 ANXA6 AP1S2 ARF6 ARHGAP45 ARL3 ARMC6 ARMCX3 ARMT1 ARSA ASPHD1 ASPSCR1 ATIC ATP6V1C1 ATXN3 BAX BEX1 BEX3 BLOC1S1 BMP6 BRD2 BRDT C11orf52 C1orf43 C9orf85 CANX CCNYL1 CD164 CDK17 CEP57 CHAC1 CHD4 CLEC18C CLN3 CNPPD1 COMMD3 COPS7A CPT1A CREBRF CTBP2 CUL5 DCTN3 DCTN4 DDX3X DIAPH1 DIP2B DLX2 DNMT3A DRC3 DUSP1 DUSP7 DUSP9 DYM EEF1B2 EGLN2 EGR2 EIF4G1 ELAVL3 EME1 EPC1 EVA1C EWSR1 FAM180A FAM76B FGF14 FKBP11 FLRT1 FOXD3 G6PC3 GABARAP GADD45G GAPDH GATA5 GGN GIGYF2 GLA GLYR1 GNA13 GNAS GPX1 GTF2A1 GTF2H1 GYG1 HAPSTR1 HEXA HMGN1 HMGN2 HNRNPD HNRNPH2 HNRNPM HOXA1 HOXA3 HOXA9 HOXB2 HOXB7 HOXC13 HOXC5 HOXD4 HPS5 HRH3 HSPE1 IER5L IGF2BP1 IGF2R IGSF22 INTU IPO7 IRS4 JOSD1 KANSL1L KAT14 KAT5 KCNH4 KDM4C KDM6A KICS2 LARP4 LONRF3 LRRN4CL LYPD1 MAPKAPK3 MARCHF8 MAX MCOLN1 METAP1D MFHAS1 MFSD5 MICU1 MPV17 NCALD NCKIPSD NDP NDUFS1 NEUROD1 NFX1 NIT1 NOP56 NPM1 NPTX1 NR5A1 NRAS NRIP3 NSD3 OGDHL OSGEP PANK3 PCED1A PDIA2 PDP2 PER1 PFDN2 PGAP4 PHF20 PHYHIP PIAS4 PICALM PIK3R3 PITX3 PKN1 PLEKHA6 POLR3C POLR3E PPCS PPP1R9B PRDX4 PRELID1 PRKACA PRKCE PRPS1 PRR7 PSME3IP1 PURA RAB3IL1 RAD9A RAI14 RAMP2 RANBP1 RARG RBBP6 RBM15B RHBDD3 RMND1 RNF115 RNF146 RORC RPUSD4 SASH3 SCYL1 SEC11C SELPLG SEPTIN3 SFXN2 SGO1 SHANK1 SIRT1 SLC12A6 SLC16A1 SLC20A1 SLC23A2 SLC25A33 SLC35A5 SLC38A2 SLC38A5 SLC49A4 SLC4A10 SNX16 SNX2 SNX8 SOCS2 SOCS5 SPIB SPNS1 STMN1 STMN4 STT3B STX6 SUGP2 SUMF1 SUPT16H SYNRG TAC1 TAOK2 TCEAL1 TCERG1 TCOF1 TET2 TEX12 TMED10 TMEM131L TMEM132E TMEM59L TOGARAM1 TOM1 TOM1L2 TRAPPC8 TRIB1 TRMT2A TSC22D3 UBE2B UBE4B USP31 VPS26A VPS33A VPS37B VWA2 WEE1 WFIKKN2 XRCC6 YPEL5 ZFX ZMYND12 ZMYND8 ZNF503 ZZZ3 USF_Q6_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/USF_Q6_01 AATF ABHD17B ABR ACACA ACAP3 ADAM10 ADNP2 AGRP AKAP12 ANKRD12 ANKRD17 APEX1 APLN ARHGAP45 ARL3 ARMT1 ARTN ATF7IP ATP6V1H ATP7B ATXN7L1 BATF2 BATF3 BAX BDNF BHLHE41 C1orf43 C4B CCAR1 CCNYL1 CDH1 CGN CHD4 CLN3 CLUH CNOT4 COMMD3 COPS7A CREBRF CSRNP1 CUTA DCAF11 DCAF13 DCTN4 DIAPH1 DNMT3A DOLK DRICH1 DUSP7 DYM EEF1B2 EFTUD2 EGLN2 EIF3B EIF4E EIF4G1 EIF5A ELK1 ELOVL3 EN1 EPB41L4B ETV1 EWSR1 FAM13B FGF14 FGF5 FLVCR2 GADD45G GIT1 GK GLA GLYR1 GNA13 GNAS GNB2 GPR157 GTF2A1 GTF2H1 GYG1 HEXA HIF1A HMGN2 HMOX1 HNRNPD HNRNPDL HNRNPH2 HNRNPH3 HOOK2 HOXA1 HOXA3 HOXA7 HOXA9 HOXB6 HOXB7 HOXC11 HOXC12 HOXC5 HOXD10 HPGD HPS5 HRH3 HSPA9 IER5L IGF2BP1 IGF2R IGSF22 ILF3 ILF3-DT IPO7 IQGAP2 IRS4 JUP KAT14 KAT6A KBTBD2 KCNE4 KCTD15 KICS2 KLF4 KLHL28 KRTCAP2 LAMP1 LIN28A LMNTD2 LONRF3 LRRN4CL LSR LTBR LZTS2 MAX MCOLN1 METAP1D MFHAS1 MINK1 MKS1 MPV17 MRM1 MRPL27 NCKIPSD NDUFS1 NEUROD1 NEUROD2 NFX1 NPM1 NPTX1 NR3C2 NR5A1 NRAS NTN3 PANK3 PCDHA10 PCED1A PDP2 PER1 PFDN2 PHF20 PICALM PKN1 POGK PPM1A PRPF38B PTMA RAB31 RAB3IL1 RAMP2 RANBP1 RAPGEF3 RASSF7 RGL2 RHOQ RLIM RNF115 RNF44 RPL19 RPS2 RPUSD4 SC5D SCHIP1 SEPTIN3 SERBP1 SFXN2 SGK1 SIRT1 SLC16A1 SLC1A7 SLC25A33 SLC26A2 SLC31A2 SLC43A1 SMYD4 SNN SNTB2 SOCS5 SPIB SPNS1 SRCIN1 SSR1 STARD13 STC2 STMN1 STT3B STX6 SYT13 SYT3 TAC1 TADA1 TAF6L TCF7 TCP11L2 TET2 TFAP2C TFAP4 TGIF2 TLL1 TMED10 TMEM108 TMEM132E TMEM150A TMEM47 TOGARAM1 TRIB1 TRIM46 TRMO TRMT2A UBE2B UBXN10 USPL1 UTP14C VGF VLDLR VPS16 VPS37B WASHC4 WBP2 WDR1 WDR20 WEE1 WFIKKN2 WIPI1 YBX1 ZBTB40 ZFX ZKSCAN7 ZNF318 VDR_Q3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VDR_Q3 AAMP ADGRG3 ADGRL1 ADRA2C ADRB1 AGAP2 AJUBA AKT2 AP1B1 ARHGAP8 ARHGEF15 ARHGEF2 ARID1A ASXL1 ATF7 ATOSB ATP1A2 ATXN7L2 BAHD1 BCAM BCL11B BHLHE40 BHLHE41 BMF CALM1 CASKIN2 CCER1 CCT7 CD5L CERS1 CHD2 CHMP2B CHRM1 CLDN15 CTCF CXCL14 CXXC4 CYP24A1 DACT3 DCHS1 DHH DHX30 DLX3 DUOX2 DUOXA2 EBF1 EFNB3 EGLN2 EIF4E EIF4G2 EIF5A EMSY ENSA ERRFI1 FBRS FBXL19 FBXL19-AS1 FBXO36 FGF9 FGFR2 FKBP2 FLI1 FOS FOXB1 FOXJ2 FSCN3 FURIN GDF1 GGA1 GPBP1L1 GPR173 GPR4 GREM1 GRID2 GRK5 GRM3 GSK3B GTF2A1 HAS1 HES7 HIF3A HNRNPUL1 HOXA2 HOXA3 HOXB7 HOXB8 HOXC5 HOXD9 HRK HTN1 IL11 INHA JAKMIP3 JUND KAT5 KCNB1 KCND1 KCNIP2 KLHL41 KLK13 KRT13 LAG3 LCOR LIF LIN28A LLCFC1 LMO1 LMO4 LRP1 MAZ MECOM MED26 MEIS2 METRN MIGA2 MMP14 MORF4L1 MPC2 MSI1 NCAM1 NCOA6 NDUFA6 NEUROD2 NHLH1 NLGN3 NLK NR2F1 NR4A3 NRGN NTRK1 NTRK3 NUFIP2 NUMBL NXPE3 ORAI1 PAGR1 PAN2 PATL1 PAX8 PBX1 PCBP2 PCDH7 PHF12 PHF20 PICALM PLCB3 PLXDC2 PLXNB3 PNKD POGK POGZ POLG POM121L1P POU2F1 POU4F3 PPIE PPM1J PRADC1 PRIMA1 PRKAG1 PRKCH PRKCI PROX1 PRRT2 PRX PTCH1 PTK7 PTMS PTPN22 R3HDM2 RAB6B RALGPS2 RARB RARG RBBP6 RBM26 RCL1 RFX5 RRBP1 SATB1 SEC63 SH3KBP1 SHFL SHOX2 SIN3A SKIDA1 SLC12A5 SLC26A10P SLC2A4 SLITRK5 SMARCA5 SOX10 SOX15 SRF SSBP3 STAG2 STC1 TAOK2 TBR1 TBX2 TCF15 TFAP2D TGFB1 TGFB3 THRA TIMP3 TLCD3B TLE3 TMEM187 TMEM30A TMEM39A TPT1 TRERF1 TRPS1 TSC22D3 TSEN54 TXNDC12 VEGFA VEZF1 WNT11 XPO1 XPO7 YWHAG ZBTB18 ZBTB7A ZBTB9 ZNF362 ZNF385A ZNF436 ZNF436-AS1 ZNF513 ZNF688 VDR_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VDR_Q6 A1CF ABCD2 ACO2 ACOT8 ADAMTS4 ADCY2 ADGRB1 ADGRL1 AGO1 AGPAT3 APOO ARHGAP22 ARHGEF15 ARHGEF7 ARL6IP1 ASAP1 ASB7 ASS1 ASXL1 ATP1B4 ATP2B3 AZI2 BARHL2 BCAM BEX3 BFSP2 BOC C10orf71 C6 CA11 CALCR CCDC120 CCNI CCNL1 CD248 CD2BP2 CD3E CD40LG CDK15 CDK16 CDK18 CDKN2B CDX1 CEBPB CELF1 CFAP100 CHMP2B CHMP4B CLIC5 CLOCK CLTA CLUH COL11A2 COL19A1 COX4I2 CRHR1 CTLA4 CXorf58 CYP24A1 CYP26A1 DDIT3 DDX17 DLG2 DMAC2 DMRT2 DNAJC11 DNAJC14 DNMT3A DQX1 EBF2 EDN3 EFNA4 EIF4E ELF4 EMID1 ENPP7 ESRRG FAAP100 FAM170A FBXL19 FBXL19-AS1 FBXL20 FBXO36 FGF10 FGF14 FGF17 FGF9 FKBP14 FLYWCH2 FOSL1 FOXA1 FOXD3 FXYD3 GBA2 GLI1 GNB2 GNL3LP1 GPBP1 GPR158 GREB1 GREM1 GRIA3 GRIN2A GRK1 GRM3 GSC HAUS3 HHEX HNRNPR HOXA5 HOXB2 HOXB6 HOXC4 HOXD3 HPCA ID4 IKZF2 INCA1 IRX4 ITM2B KAT5 KCNJ13 KDM2A KDM3A KIF13A KIF1B KIF1C KLF15 KLF4 KLK8 KPNB1 LAMP2 LHX2 LINC00314 LINS1 LPCAT3 LRRFIP1 MACO1 MAP4K2 MAPK6 MNT MRTFA MSI1 MST1 MTF2 MYT1 NCDN NDUFS2 NECTIN1 NEO1 NGF NIPBL NLGN2 NR1D1 NRDC NTNG2 NTRK2 OLFML2A OTUD7B OVOL1 PABIR3 PABPC1 PABPC3 PAX6 PCF11 PCGF2 PCSK1N PDGFC PDHB PDRG1 PGGHG PHF21A PIF1 PIK3R1 PITPNM2 PITX2 PKN1 PKP3 PLEKHA8 PMP22 PODNL1 POLD1 POLR3D POU4F3 PPP2R2B PPP4R1 PTCH1 PYY RABL6 RAPGEF4 RARB RASIP1 RBBP6 RBPJ RCOR2 RND2 RND3 RNF11 RNF123 ROCK1 ROCK2 RPL3 RUNX1T1 S100G SAT1 SCML1 SEMA3B SEMA4A SIPA1 SIX4 SLC25A10 SLC25A5 SLC36A2 SLC39A11 SLC43A2 SLC4A4 SLC7A7 SNCB SOX5 SP7 SPACA6 SPATA20 SRSF6 SSBP3 SSH2 STRA6 STX6 SYNCRIP SYT14 SYT9 TBX2 TCF12 TENM3-AS1 TFAP2C TLNRD1 TMEM132E TMEM132E-DT TMEM150A TMEM185A TMEM39A TMIGD1 TMPO TNR TRIM29 TRIM33 TRIT1 TSC22D3 TSPAN13 TSSK3 TSSK4 TTBK2 TUSC3 USF1 USP49 VAX1 VCAN VEZF1 WFIKKN1 WNT5A XPO1 ZC3H11A ZC3H14 ZFHX3 ZNF133 ZNF205 ZNF219 ZNF503 ZNF532 ZNF593 ZNF688 ZNF710 ZNF800 ZNRF1 ZPLD1 ZSCAN20 ZSWIM3 WCAANNNYCAG_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WCAANNNYCAG_UNKNOWN AAK1 ACTR1A AGXT2 ALKBH4 ANGPT4 AP1G2 APH1A ARF6 ARHGEF2 ARID5A ARTN ATP5F1A ATP5PO ATXN7L2 BANP BCKDK BCL2L1 BCL6 BCOR BIN3 BMF BMP4 BTRC BUB1B C2CD2L CA11 CACNB3 CBLL1 CCDC191 CCDC25 CD244 CDK5 CDK9 CDKL5 CEP97 CERT1 CHM CHTOP CIAO1 CLN5 CNGA1 CNGA3 CNOT4 CNTFR CPNE1 CPNE9 CREB1 CYB561D2 DCAKD DCUN1D4 DMD DNAJA2 DNAJC18 DNAJC5B DOCK11 DPF3 DYNC1LI1 EGR3 EHBP1 ELP6 ENKD1 ENPP6 EPB41L2 EPS8L2 ERBB3 FBXO36 FETUB FGF10 FGFR1 FGFR3 FOXM1 FOXP2 GBX2 GDNF GRWD1 GTPBP8 HAUS1 HCFC1R1 HCLS1 HECTD2 HEXIM2 HMBOX1 HNRNPM HOXD10 HS3ST5 HSCB IFTAP INTS9 INVS JARID2 JUP KCNJ5 KLF5 KLF7 KLK1 KMT2D LARS1 LMAN2 LMX1B LRP1 LRRC74A LRRN2 LRTOMT LRWD1 LYSMD1 MACROD1 MAP3K10 MAPK10 MAVS MIR22HG MISP MRPL24 MSI2 MSL3 MVB12A MYH6 MYLIP NCAM1 NCLN NDUFA3 NEUROD6 NEXN NFIX NFXL1 NKX2-3 NMT1 NPHP4 NPRL2 NRAS NSG2 NUMA1 NUTF2 ORMDL3 OSCAR OTUB1 OTUD7B OTX1 PA2G4 PABIR1 PANK3 PCDH10 PCDH8 PDE6D PGPEP1 PHF12 PHLPP1 PHTF2 PIGV PLCG1 PLEKHB1 POLK POLR1G POU4F3 PPHLN1 PPP2R2B PRCC PRDM1 PROS1 PRRT2 PSMD4 PTCHD4 PURA QTRT2 R3HCC1L RAB30 RAB3GAP2 RALBP1 RBM41 RDH10 RDH14 RELCH RHNO1 RNASEH2A RNF183 RPL7 RPP40 SALL1 SCAF11 SCN2B SCN8A SCNM1 SCUBE3 SERBP1 SERTAD3 SLC25A28 SLC31A2 SLC38A9 SLC39A5 SLC44A1 SLC4A2 SLC6A9 SMAD5 SMARCAL1 SMCR8 SMUG1 SOBP SOX1 SOX2 SP8 SPATC1 SPEF1 SRGN STAG2 STARD13 SUFU SV2A SYNCRIP SYT17 SYT3 TAB2 TAFAZZIN TBX6 TCEA2 TCEAL9 THOC6 THPO TMEM102 TMEM115 TMEM127 TMEM150A TMEM88 TNNC1 TNNI1 TOP3A TRAPPC13 TRIM23 TRMT10A TRMT10B TTR TUG1 UBL3 UBXN8 USH1C VILL VPS45 WBP2 WDR81 WNT9A YBX2 YWHAG ZBED10P ZBTB20 ZBTB26 ZBTB9 ZC4H2 ZCRB1 ZNF180 ZNF274 ZNF32 ZNF485 ZNF513 ZNF644 ZNF691 ZNF8 WCTCNATGGY_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WCTCNATGGY_UNKNOWN AKR7L AMMECR1L ARMC2 ATG101 ATP5MC1 ATP6V1D BCL11B BCS1L BRIX1 C1orf112 CCDC121 CCDC148 CCT7 CEP44 CFAP107 CHERP CHST14 CIPC CLASP1 CNST COX7A2 COX8A DPH3 EIF2S1 ERCC1 ERF FBXO15 FBXO8 FIS1 GALNT2 GPN1 GPS2 HIF1AN HNRNPD HSD3B7 ID1 IER2 JMJD1C JUN KCNJ16 LINC01973 METRN METTL18 MRPS10 NABP2 NLGN3 ODF2 OXNAD1 PAN2 PCSK1N PGS1 PHTF1 PKP4 POLR3GL PRADC1 RAD1 RAI2 RFFL RIPOR1 RNF216 RPL10 RPL41 RRAGB SECISBP2L SEM1 SHANK1 SIX6 SKIL SLC27A1 SMARCD1 SMIM29 SPAG8 STX10 SYT6 TCF4 TFB2M TIMM21 TP53BP1 UBL4B WDR54 YBX1 ZC3H10 ZNF287 WGGAATGY_TEF1_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WGGAATGY_TEF1_Q6 ACSL3 ACTA1 ADAM33 ADPRHL1 AJUBA ANGPT1 ANKRD11 AP2M1 APOE APPBP2 ARHGAP24 ARHGAP29 ARID1A ARMC10 ASXL1 ATF4 ATP5MC2 ATRN AVPI1 BCAM BCL11A BMP10 BMP4 BMP5 BMPR2 BTF3 C10orf71 C1orf21 C21orf62 C22orf31 CA14 CACNA1G CALCOCO1 CALHM4 CAV1 CAVIN1 CAVIN3 CCDC148 CCN1 CCN2 CCSER2 CDC42EP1 CDH3 CDK2 CDK6 CDKN2C CEND1 CFL2 CGN CHD4 CHIC2 CHRNA1 CKS1B CLC CLDN16 CLDN2 CLEC18C CLRN1 CNN3 CNTD1 CNTN6 COA3 COL11A2 COL4A5 COL4A6 COL5A3 COLEC10 CORO6 CPLX2 CPNE1 CRLF1 CRYAB CTDSPL2 CTTNBP2NL CYP2W1 DACT1 DALRD3 DCANP1 DDIT3 DDR1 DDX23 DDX3X DENND1B DENND2B DIAPH1 DIS3L DLG3 DMD DMPK DSP DUSP7 DVL3 EDN1 EFNB3 EHD1 ELF3 ELOF1 EPHA2 ERBB2 ERG ESR1 ESRP2 FAM50A FAM53B FAT1 FBXL13 FERMT1 FGA FGF13 FGFR2 FGFR4 FHOD1 FOXN1 FOXO3 FOXP2 FSTL1 GABRB1 GALNT12 GAS2L2 GDI1 GHRL GLP2R GOLGA1 GPM6A GPR21 GPRC5C GREM1 HAND2 HAPLN1 HDGF HMGA1 HMGB2 HNRNPLL HOOK1 HOXA10 HOXB3 HOXC13 HSPB2 HTN1 ID2 IER5 IGFBP6 IL17RE IL6ST INCA1 INHBA IRS4 ITGA2 ITGA3 ITGB1 ITGB1BP2 ITGB4 ITPR3 JADE1 JMJD1C JUND KALRN KAT14 KATNB1 KCNE2 KCNH2 KCNJ13 KDM5A KIF1C KIFC3 KLHDC3 KLK6 KMT2E KRT14 LAMB2 LAMB3 LAMC2 LDLRAD4 LHX4 LIFR LIN28A LINC00482 LINC01567 LMNA LMOD1 LRRC1 LRRN4CL MAN1A2 MAPK10 MAPRE3 MAST2 MBD6 MBNL2 MCF2 MDK MEA1 MGAT4C MGLL MID1 MLIP MLLT3 MMGT1 MMP1 MMP23A MMP23B MNT MPZ MRGPRF MSX2 MTF2 MTSS1 MUSK MYADM MYH6 MYH7 MYLK3 MYPN NAP1L5 NDST4 NDUFAF3 NEDD4 NES NEXN-AS1 NFKB2 NHERF1 NID1 NKAPD1 NNMT NOG NOTCH2 NOTCH2NLA NPVF NR2E1 NR4A1 NR4A3 NRG1 NRG2 NSD1 NTF4 NTN3 NTN5 NUFIP2 OLFML3 OTX2 PAQR6 PCBP1 PCNX4 PDE1A PDGFA PDGFRA PGAM2 PGAP2 PGF PHF12 PIAS3 PIK3C3 PKP4 PLEKHH3 PLPP5 PLS3 PLSCR2 PLXNB1 PMEL POGK POGZ POLR1G POPDC2 PPFIA1 PPFIBP1 PPIL4 PRDM1 PRKCI PRMT3 PROK2 PROP1 PRRG4 PRSS27 PRUNE1 PRX PTCH1 PTH1R PTMS PTPN11 PTPRJ RAB11B RAB30 RADIL RAPGEFL1 RAPSN RARG RASAL2 RASGRP2 RASSF2 RBM47 RBMS3 REST RGS3 RHBDF1 RNF19A RNF2 RNF207 ROCK2 ROGDI RPH3AL RRAS RRN3P1 SCARF2 SCN8A SCNN1A SEC14L3 SEPTIN4 SGIP1 SH2B3 SH3BGRL2 SH3BGRL3 SH3BP1 SH3RF1 SH3TC2 SHC1 SIN3A SIPA1 SIX4 SIX5 SKIDA1 SLC12A4 SLC12A5 SLC16A8 SLC26A6 SLC31A2 SLC5A2 SLF2 SMAD3 SMARCA2 SMOC2 SORBS2 SOST SOSTDC1 SPACA7 SPARC SPDEF SPECC1 SPEG SPRED1 SPTB SRPX2 STARD3 SYT2 SYT8 SYTL2 TBC1D10A TBXT TENT5B TFDP2 TGIF1 TGIF2 TIAL1 TINAGL1 TMEM125 TMEM86A TMEM88 TMOD3 TMPRSS11A TMSB10 TMSB4XP1 TMSB4XP4 TMSB4XP6 TMSB4XP8 TNNT2 TNS2 TPM1 TRAF4 TRIM54 TRPC4 TRPM3 TSPAN17 TSPAN33 TSPAN9 TSPYL4 TXLNGY UNC13D UPK1B VCL VIT WDR13 WIPI1 WWC2-AS2 ZBED2 ZC3H10 ZIC1 ZNF462 ZNF467 ZNF827 WGTTNNNNNAAA_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WGTTNNNNNAAA_UNKNOWN ABCB11 ABCC10 ABLIM1 ACTR3 ADAM11 ADAMTS6 ADARB2 ADCY3 ADGRB3 AGO2 AGTR2 ALB ALDH1A3 ALK ALX1 AMBN AMMECR1 ANLN ARG2 ARHGAP12 ARHGAP30 ARHGEF12 ARHGEF6 ARL4A ARMCX1 ARPP21 ASIC2 ASTN1 ASXL1 ATOH1 ATOH8 ATP1A2 ATP2C1 ATP5MC3 ATXN7L2 AVPR1B B3GLCT BANF2 BARHL1 BASP1 BCL6 BCLAF3 BCOR BDNF BICD1 BIRC2 BMP4 BNC2 BUB3 C1QTNF7 C1RL C1orf122 C2CD2L C2orf73 C3orf20 C9orf24 CA10 CA5A CALD1 CALN1 CAPN6 CASK CBX3 CC2D2B CCDC71L CCNDBP1 CCR1 CCR7 CCSER2 CD69 CD96 CDC25A CDC42EP4 CDK14 CDKL5 CDKN1A CDKN2C CEBPB CFAP36 CFI CHD1 CHD2 CHD6 CHML CHN2 CHST15 CISH CLDN8 CLRN1 CLVS1 CMYA5 COL12A1 COL22A1 COL27A1 COL9A2 COMMD3 COQ8B CORT CPNE1 CRACDL CREB5 CREBZF CRISP1 CRYGB CSNK1A1 CSNK1A1L CTDSP1 CTNNA3 CUL7 CXCR4 CYGB CYP26A1 CYTIP DBNDD2 DCDC1 DCN DCP1A DDX17 DENND5A DGCR8 DHRS3 DHX40 DIPK2A DIPK2B DLG2 DMD DMXL1 DNAH5 DNAJB12 DNAJB4 DPF3 DRP2 DTX3L DUSP26 DUSP6 EBF2 EDEM3 EHF EMX1 EN1 ENOX1 ENTPD7 EPHB1 EPN3 ERCC6L2 ERG ESRRG ETS2 ETV1 ETV5 EXT1 EYA1 EZH2 FAM180A FAM27E5 FAM53C FAM78A FBXO40 FBXW11 FBXW7 FEZF2 FGF12 FGF13 FGF7 FGFR1 FLI1 FLOT1 FLRT2 FNDC3A FNDC7 FOS FOXA1 FOXN3 FOXP2 FRMD5 FST FZD7 GABRA3 GAD1 GALNT4 GAREM1 GARRE1 GATA2 GBX2 GC GCH1 GDPD5 GLIPR2 GLRA2 GLS GNB5 GPBP1 GPHB5 GPR107 GPR18 GPR85 GPX1 GREB1L GRK2 GRM8 GRPR GSE1 GUCA1C GYPC H1-10 HAND2 HBS1L HCAR2 HCAR3 HDAC9 HIVEP1 HIVEP3 HLX HMCN1 HMGN5 HNRNPA0 HNRNPA2B1 HNRNPLL HNRNPR HOXA11 HOXA3 HOXA5 HOXA9 HOXB4 HOXB6 HOXB7 HOXC11 HOXC13 HOXC4 HOXC6 HOXD10 HPCAL1 HPSE2 HS3ST4 IER3 IGF1R IGFBP6 IL10 IL17A IL25 INHBC INMT ITGA10 ITPKC JADE1 JARID2 JMJD1C KCNG3 KCNJ13 KCNMA1 KDM3B KIAA0586 KIF13A KLF3 KLF3-AS1 KLF5 KLF7 KLHL11 KLHL13 KLHL32 KMT2E KRT84 KRTAP21-1 LDB1 LDB2 LEPROTL1 LGI1 LIMK2 LINC02724 LINS1 LMO3 LMO4 LPP LRFN5 LRRC4 LUC7L3 MAB21L2 MAF MAML3 MANF MAOA MAP1B MAP2K6 MAP3K4 MAPK14 MARK1 MARK2 MBNL1 MBNL3 MCAM MCCC1 MECOM MECP2 MED13 MEIS2 MEOX1 MGAT4C MGP MITF MMP2 MOCS1 MPC2 MPPED2 MPZL3 MRPL1 MRPL24 MXI1 MYH1 MYOT NAP1L5 NAT8 NCAM1 NDUFA4L2 NDUFB8 NEFM NFIA NFIB NFYB NHSL2 NKX2-8 NLN NOG NOVA1 NPAS2 NR2E1 NR2F2 NR2F6 NR4A2 NR4A3 NRAS NREP NRG1 NRK NRN1L NRXN3 NSD1 NTF3 NTN5 NXF3 ODF2 OGN ONECUT2 ORC1 OSER1 OTP OTX1 OXR1 PACRG PAK1IP1 PAPLN PARP9 PAX6 PCBP2 PCDH11X PCDH11Y PCDH18 PCDH7 PCDH9 PCSK1 PCYT2 PDGFB PDRG1 PDZRN4 PEX11A PHEX PHF8 PHOX2B PIK3R1 PITX1 PITX2 PLPP3 PLXDC2 POC1B POLA1 POMZP3 PPARGC1B PPM1B PPP1R8 PPP2R2B PPP2R3A PPP2R5C PPP4R3B PRDM1 PRDM10 PRDM12 PRDM13 PRDM16 PRDX4 PRKACB PRKAG1 PRKN PRMT3 PRPF38A PRSS12 PSMA5 PSMD2 PTP4A1 PTPRF RAB3C RAB43 RALY RALYL RAPGEFL1 RASGEF1A RASGRP3 RBBP7 RBMS3 RDX RELCH RFX3 RGS1 RGS13 RGS3 RHOBTB2 RHOBTB3 RHOQ RIN2 RIT1 RNF34 ROGDI ROR1 RPA2 RPS6KA3 RPSA RREB1 RRM2B RUNX1T1 RXFP1 RYBP S100A10 S100PBP SART1 SCUBE3 SELENOI SENP6 SEPTIN7 SESTD1 SETD2 SGIP1 SGK3 SGTB SH2D1A SH3D21 SHC3 SHOX2 SIRPA SIX5 SKAP2 SLC12A8 SLC13A4 SLC20A1 SLC22A14 SLC23A3 SLC25A18 SLC25A34 SLC26A7 SLC4A9 SLC7A5 SLITRK2 SOCS2 SP4 SP8 SPC25 SPDEF SPEF1 SPIN2A SREK1 SRGAP2 SRSF2 SRSF6 SRSF7 SSBP2 SSBP3 SSTR1 ST3GAL2 STAG2 STK38 SYNE2 SYNE3 SYT6 TBCC TBL1XR1 TCF4 TEAD2 TEK TET2 TEX2 TFAP2A TFAP2B TFEC TGIF1 TGIF2 THAP11 THRAP3 TIAL1 TIMM9 TIMP2 TMEM131L TMEM263 TMEM47 TMEM88 TMIGD1 TMOD4 TMTC2 TNFRSF19 TOX2 TPPP3 TRDN TRIB1 TRIM13 TRMT10A TSHB TSPAN12 TSPAN16 UBE2E2 UBL5 UBR3 UBXN10 VAX1 VCAN VEGFA WASF1 WBP1L WDR47 WDR93 WNT3 WNT8B XPO1 XYLT2 YRDC YWHAG ZBTB18 ZBTB2 ZBTB20 ZC3HC1 ZCCHC10 ZEB2 ZFPM1 ZHX2 ZKSCAN8 ZMYND8 ZNF248 ZNF281 ZNF362 ZNF407 ZNF423 ZNF485 ZNF513 ZNF516-DT ZNF521 ZNF622 ZNF710 ZNF781 ZNF827 ZRANB1 WHN_B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WHN_B ACO2 ADRA2C AKIRIN2 ALK AMD1 ANGPTL5 ANKH ANKRD13B ANKRD17 ANKS1B ARFGEF1 ARHGAP36 ARID4B ARIH1 ARMC8 ARPC5 ATG16L1 AZIN1 BANP BBS5 BDNF BHLHE40 BTRC CALM2 CAMK4 CAPN12 CCAR1 CCDC140 CCPG1 CDC14B CDC26 CDC42SE1 CEP164 CEP95 CFAP299 CHST11 CNOT11 COL4A5 COL4A6 COPS2 CREBRF CRYL1 CSDE1 CTCF CXADR DBF4 DDX17 DDX5 DHX30 DLG5 DLL4 DNAH9 DNAJB4 DOLK DUSP14 EAF1 EBF1 EFNB1 EGR3 EIF4A1 ELAVL3 ELOVL6 EML2 ENSG00000204117 ERLIN1 ERLIN2 ESRRG EXTL2 FAM174A FAP FIZ1 FMC1 FOXA1 FOXO4 FOXP2 FSTL5 GABRG2 GALK2 GGPS1 GJC1 GPR173 GREB1L GRIA3 GRIN2A GRIN2B GSKIP H2AZ1 H3-3B HAPLN1 HAUS4 HDAC4 HERC1 HNRNPH3 HOXA3 HOXA7 HOXA9 HOXB8 HOXB9 HOXC11 HOXC6 HPCAL1 HSP90B1 HSPA14 HSPD1 HSPE1 HTN1 HYDIN ICA1 ID2 INSM1 IRX5 JADE2 JAG1 JARID2 JPH2 JUN JUNB JUP KCNS3 KCTD4 KIAA0825 KLF2 KLHL13 LAMTOR1 LAPTM4A LEF1 LMO3 LRP1B MACO1 MBNL1 METTL6 MIB1 MIDEAS MLLT11 MRPL12 MTMR4 MYH13 MYH2 MYO1E NAT8L NDOR1 NEUROG3 NF1 NFKB2 NIN NKX2-2 NMNAT2 NOLC1 NPR3 NR2E1 NR4A3 NRG1 NRK NSF NUDT10 NUDT11 NUDT21 ONECUT1 OPHN1 OTUD5 PAPPA PAX3 PCDH7 PCDHGA2 PCGF1 PFN2 PHF21B PHF5A PITPNA PMP22 PNPLA6 POLR2A POU3F3 POU3F4 POU4F1 PPARGC1A PPP1R32 PPP3CA PRDM10 PRDM12 PRPF4 PRSS16 PTMA RAB11A RBM24 RFX4 RGL1 RNF43 RNF6 RO60 RPL41 RPRD2 RSBN1 SALL1 SDCBP2 SENP2 SF3B1 SFN SH3BP5L SIK1 SIRPA SIX1 SKIDA1 SLC20A1 SLC25A4 SLC25A40 SLC30A7 SLC35E1 SLITRK5 SNCB SND1 SNX9 SOX3 SPRY2 SREK1 SRRM3 SSB STAG2 STC2 STT3B SUMO1 SUPT16H SYNJ1 SYT4 TAC1 TAF5 TBC1D32 TBX3 TBX6 TFAP4 THRA TMEM203 TMEM86A TOB1 TOB2 TOMM40 TOP1 TRIB1 TSC22D3 UBR5 UCHL5 VAX1 VEZF1 WNK2 WNT1 WNT3 WNT9B YTHDF2 ZBTB11 ZBTB12 ZBTB18 ZBTB37 ZBTB4 ZC3H10 ZCCHC9 ZEB2 ZNF362 ZNF385A ZNF524 ZNF644 ZNF768 WTGAAAT_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WTGAAAT_UNKNOWN ACADSB ACE2 ACSBG1 ADAM11 ADAMTS19 ADAMTS20 ADAMTS5 ADAMTSL1 ADGRF3 ADGRG4 ADRA1A AGFG2 ALDH1A2 ALX1 AMBN AMTN ANKRD11 ANKRD17 ANKRD28 ANKRD35 AP1G1 AP1G2 APC APEX2 APLN ARHGAP21 ARHGAP44 ARHGDIB ARL4C ARL6IP1 ARMCX6 ARMH3 ARPP21 ARRDC4 ARX ASB4 ASB7 ASF1A ASPA ATP5MC1 ATP5MC2 ATP8B1 B3GALT2 BARHL2 BCL11B BEND4 BEND6 BEST3 BHLHE22 BIRC6 BRD3 BTAF1 BTBD3 BUB3 C11orf52 C18orf25 C1QTNF7 C1orf122 C1orf21 C1orf43 C2CD2 C2orf83 C5 C6orf62 C8B CA11 CA3 CACNA1S CADM2 CAMK4 CAPN6 CAPS CARMIL1 CBX3 CBX4 CBX8 CCAR1 CCDC91 CCL22 CCL8 CCM2 CCNA2 CD40LG CDC26 CDC42EP3 CDC42SE1 CDH23 CDK19 CDK6 CDKL1 CEP135 CEP97 CETN1 CFH CFTR CHCHD1 CHD2 CHD6 CHML CHRNA2 CLEC5A CLXN CNMD CNOT6L CNTF CNTN6 COBLL1 COPS5 COQ8B CPNE1 CPS1 CRABP2 CREB1 CREBZF CREM CRLF3 CRYGD CRYGS CSMD3 CSN2 CSNK2A1 CTAGE4 CTDSPL2 CTNNAL1 CUX1 CYP26B1 CYP7A1 DAAM1 DACH1 DCANP1 DCLK1 DCLRE1A DENND1B DKK1 DLG2 DLGAP4 DMD DMP1 DNAJB12 DNAJB4 DNER DNMT3B DPH5 DSG1 DUSP10 DUSP6 DYRK1A DZANK1 EED EFCAB3 EFL1 EHD1 EHD4 EHMT1 EIF4EBP1 EIF4EBP3 EIF4ENIF1 ELAVL2 ELAVL4 ELOA EMP1 EN1 ENAM ENTPD1 ERRFI1 ESM1 ETHE1 EVI5L EXOC6 FABP4 FAM13B FAM89B FAM91A1 FBLN5 FBXL14 FBXL19-AS1 FBXL21P FBXW7 FGF10 FGF11 FGF13 FGF16 FGF20 FGFBP3 FMNL3 FN1 FOS FOXG1 FOXP2 FOXP3 FRY FSIP2 FST FYN FZD10 G0S2 GABRB1 GADD45G GARIN1B GARIN6 GARS1 GATA2 GDPD1 GGN GGNBP2 GIGYF2 GIT1 GJA3 GLDN GLUD1 GLUD2 GMDS GMPR2 GNB3 GOLM2 GOLPH3L GPD1 GPER1 GPM6A GPM6B GPR183 GPR22 GPR3 GPR88 GPRIN3 GRID2 GRM8 GRWD1 GSC GUCA1A H3-3A HAPLN1 HDAC9 HDGF HDX HECA HEXIM2 HIF1A HIGD1A HIVEP3 HJV HMGA2 HNRNPA2B1 HNRNPL HOXA13 HOXA2 HOXA3 HOXA4 HOXA9 HOXB9 HOXC10 HOXC11 HOXD3 HPN HSD11B1 HTATSF1 HTR3B IDH3G IGF1 IGFBP5 IKZF5 IL20 IL23A IL34 IL6ST IMPDH1 INPP1 IRF2 IRF8 ITGA1 ITGB1BP2 ITPKC JARID2 JAZF1 KAT6A KBTBD12 KBTBD8 KCNJ1 KCNK10 KDELR2 KIF23 KIF3B KLF14 KLF6 KLHL5 KPNA6 KRT25 KRT8P41 KRTAP15-1 KRTAP20-1 LBX2-AS1 LCOR LDB2 LHFPL1 LHFPL6 LIN54 LINC00303 LINC00310 LINC01559 LIX1 LMNA LMO3 LMX1A LOX LPO LRP8 LRR1 LRRN2 LRRTM4 LRTM1 LUC7L LUC7L2 LUC7L3 LY6G5B MAEL MAF MAML3 MAN1A1 MAS1L MAT1A MAX MBD5 MCF2 MCMBP MCTS1 MDK MECOM MECP2 MED14 MED30 MEF2C MID1 MIEN1 MIER3 MIR137HG MITF MLIP MLLT10 MLLT11 MN1 MNAT1 MNT MOAP1 MORF4 MPC2 MSX2 MTHFD2 MTMR3 MTX2 MYH10 MYL1 MYT1 NAV3 NBEA NCALD NCKAP5 NDFIP1 NDST4 NEDD4 NEDD8 NEIL3 NEK6 NEUROD2 NEUROD6 NFE2L2 NFIB NHLH1 NHLRC2 NHSL2 NIBAN1 NNMT NOTCH2NLA NPTX2 NR2E1 NR4A3 NRAS NRK NRP1 NSD3 NSMCE3 NSRP1 NSUN5P1 NSUN5P2 NUAK2 NUP54 OCRL OGG1 OGN OGT OLFM4 OMG OPCML OPN5 OR6C3 OTOGL OTOS P2RY1 P2RY12 P2RY13 PACSIN3 PAK1IP1 PAPPA PAX2 PAX3 PAX6 PAX9 PCDH10 PCDHGC3 PCF11 PCSK2 PDK4 PDS5A PDXDC2P-NPIPB14P PELI2 PELO PEX1 PFKFB1 PGM2L1 PHF21A PHOX2B PIPOX PITX2 PKN1 PKP4 PLA2G7 PLCL1 PLEKHS1 PNRC2 POLR3GL POU3F4 POU4F1 PPM1B PPP2R2A PPP2R5E PPP4R3B PRDM16 PRKAB2 PRKAG1 PRKCE PRL PROSER1 PRPF4 PRUNE2 PSIP1 PSMD1 PTGS2 PTHLH PTK2 PTPRD PUM3 PURA PURG QPCT QRFP R3HDM2 RAB33A RAB40A RAD1 RALY RAP2C RASA1 RBM48 RCAN1 REL RERE RFX3 RGS12 RGS13 RGS18 RGS8 RGSL1 RHOBTB1 RIPK4 RIT1 RLIM RNF17 RNF43 ROBO1 ROR1 RORA RORB RPIA RPS6KB1 RRAGA RUNX1T1 RUNX3 RXFP2 SAMD7 SBSPON SCAI SCN7A SCN8A SCUBE2 SEMA3A SEPHS1 SERTAD4 SGMS2 SH3BGRL2 SH3BP4 SHC3 SHISA6 SHLD2 SIAH3 SKIDA1 SLC1A3 SLC22A2 SLC24A5 SLC25A13 SLC35D1 SLC38A6 SLC4A10 SLC4A5 SLC5A8 SLC6A14 SLC8A3 SLC9B1 SLC9C2 SLITRK2 SLITRK5 SLITRK6 SMARCA2 SMPX SMTNL2 SNCAIP SNPH SNTG1 SOBP SORBS1 SOX2 SOX5 SOX6 SP110 SPAG17 SPARCL1 SPATA7 SPOCK2 SPOPL SPTAN1 SQLE SRPK2 SRSF8 SSMEM1 SSPN SSR4 ST18 STARD8 STC1 STC2 STMN1 STMN2 SYNPR SYTL2 TACR3 TAFA1 TAS2R38 TCEA1 TCF4 TCP11L2 TEAD1 TENM1 TENM3-AS1 TFAP2D TGIF1 TIGD3 TLL2 TMEM147 TMEM47 TMPRSS11A TMTC2 TNFRSF19 TOMM20 TP63 TRERF1 TREX2 TRMT10A TSHZ3 TTC12 TUBD1 TUG1 TULP4 TYRO3 UBE4B UBL4A UBXN1 UCHL3 ULK2 UPF2 UPRT USP2 USP34 VAMP3 VEGFD VIT VN1R3 VPS41 VPS45 VSIG2 WDR17 WFIKKN2 WIPF1 WIPI1 WNT2B WNT4 WNT6 WNT8B WT1-AS WWP2 YRDC ZBTB10 ZBTB18 ZBTB20 ZBTB26 ZFHX3 ZFHX4 ZFP36L1 ZIC1 ZIC4 ZNF385B ZNF407 ZNF423 ZNF516-DT ZNF547 ZNF8 ZNRD2 ZPBP2 ZPR1 WTTGKCTG_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WTTGKCTG_UNKNOWN ABCA7 ABCD2 ABLIM3 ACAA2 ACACA ACVR1 ADAMTS10 ADAMTSL1 ADGRA2 ADGRL3 ADNP ADNP2 ADRB1 AFF3 AJUBA AK8 AKAP1 AKIRIN2 ANGPT1 ANKRD11 ANKRD12 ANKS1B ANP32A APC2 AR ARAP1 ARHGAP33 ARID1A ARID1B ARID4A ARL6IP6 ASCL2 ASPHD1 ATCAY ATOSB ATP1B1 BACH2 BAG4 BAHD1 BCKDHA BCOR BMP6 BRD2 BRICD5 BTBD9 C1S C21orf58 C3orf18 CACNA1E CACNA1G CADM2 CALD1 CALM2 CALU CAPN6 CATSPER2 CAVIN1 CBX8 CCDC80 CCER1 CD74 CDC25C CDC42EP4 CDH1 CDH10 CDK16 CDK19 CDKL5 CDKN1A CDKN1B CHD6 CHFR CHKA CHST8 CIART CIC CLASP1 CLC CLDN17 CNN3 CNOT1 CNTD1 COA3 COL1A1 COMMD10 COQ10B CPLX2 CPT1A CRABP2 CRB2 CRX CRYL1 CSPG5 CTNND1 CWF19L1 CXXC5 CYP26A1 CYP4F12 DAB2IP DACH2 DACT3 DAZL DDX4 DEPTOR DHCR24 DIXDC1 DLEU1 DLEU2 DLG3 DLGAP4 DLX2 DLX3 DMD DNAJA2 DNAJC12 DPP10 DPYSL5 DUSP6 EBF1 EEF1DP3 EEF1E1 EFCAB12 ELAVL3 ELAVL4 ELMO1 ELOVL5 ELP6 EMID1 ENHO EOMES EPC2 ERG ERH ESRRB ETAA1 ETFA FAM110A FAM193B FAM83D FAR1 FBXO28 FERD3L FGF13 FNBP1L FOXP1 FOXP2 FRAS1 FRY FST GATM GBA2 GBF1 GFI1B GFOD2 GFRA1 GGNBP2 GJD2 GLUD1 GOLGA8IP GPHN GPR85 GRIA3 GSTO2 GTF2A1 H2AC1 H2AC20 H2AC21 H2BC1 H2BC10 H2BC21 H3-3B H3C8 HAS2 HBA2 HCRT HDAC9 HDX HEPACAM HEPH HERC2 HERPUD1 HES1 HEY1 HHEX HIF1A HIGD1A HK2 HLA-DOA HMBOX1 HMGA2 HMGB1 HNF4A HNRNPC HNRNPR HOMEZ HOXA1 HOXA10 HOXA2 HOXA9 HOXB8 HOXC6 HOXD4 HPSE2 HTN1 HYCC2 IBSP ID4 IER5L IFIH1 ILDR2 IMPDH2 INTS9 ISL1 IST1 JDP2 JMJD1C KANSL1L KCND3 KCNH2 KLF1 KLF11 KLF7 KLHL34 KMT2E KPNB1 LAMC2 LCOR LENG1 LHX5 LINC01567 LINC02875 LMAN2L LMO3 LPCAT3 LRP5 LRRIQ1 LRRN1 LSM1 LTBP1 MACROD1 MACROD2 MAEL MAML3 MAN1C1 MANEA MAP3K3 MASP1 MCF2 MDFI MEIS1 MEOX1 MEX3B MEX3C MID2 MLEC MN1 MNT MORF4L2 MORN4 MRFAP1 MRPL50 MRPS30 MRPS36 MTRFR MTSS1 MYCL MYOCD MYRF MYT1 NADK2 NANS NAT8L NCAM1 NDE1 NDP NDST4 NDUFB3 NEK10 NFIB NGFR NIPAL3 NIPBL NKD1 NKX6-1 NOL3 NOS3 NOSTRIN NOTCH3 NR1D1 NR2C2 NR2F2 NR2F6 NRP1 NRXN1 NTN1 NTRK2 NUBP2 NXN OLIG1 OS9 OSBPL5 OTX2 PALM PARD6G PAX2 PAX8 PCDH17 PCDH20 PCDHGC3 PCNA PCNT PCYT1B PCYT2 PDE10A PDIA3 PDP1 PDXP PDZD7 PEX1 PEX16 PGRMC2 PHACTR3 PHC1 PHF1 PHF20L1 PHF21A PHOX2B PIK3IP1 PIK3R1 PIK3R3 PITPNC1 PLA2G3 PNN POGZ POU3F4 POU6F2 PPARG PPFIA2 PPP2R2B PPP2R5D PRELP PRICKLE3 PRR11 PRX PSMA3 PSMB3 PSME3 PTF1A PTMS RAB1A RAB39A RAB3C RAB5B RAB5IF RAD54L RALYL RANBP10 RAP2B RAPGEF6 RASSF2 RBM14 RBM48 RBMX RBP3 RCOR1 REPS2 RERE RMND5A RND1 RNF133 RNF152 RNF25 RORA RP2 RPS3 RUNX1T1 SBF2 SCRG1 SCRT2 SELENOK SEMA3A SEMA4C SEMA5B SEPTIN3 SEPTIN4 SERPING1 SERTAD3 SESN2 SF1 SFN SHLD2 SIAH3 SIK2 SIX1 SKA2 SLC11A2 SLC16A11 SLC25A10 SLC25A13 SLC25A25 SLC25A28 SLC25A35 SLC25A4 SLC26A2 SLC37A4 SLC39A4 SLC39A9 SLC41A1 SLC44A5 SLC4A7 SLIT3 SMAD6 SMIM12 SMOX SORBS2 SORT1 SOSTDC1 SOX10 SP140L SP7 SP8 SPACA9 SPARCL1 SPCS2 SRSF2 SRSF6 SSBP3 STAC2 STARD3 STARD4 STAT3 STK10 STK36 STMN1 STMN4 STON1-GTF2A1L SUCO SWT1 SYNCRIP SYNGR4 TAF15 TANK TAOK2 TBX5 TBXT TCF4 TDO2 TDRD5 TEAD2 TEAD3 TFAP2D TGFB3 THAP9 TIAM1 TLE1 TLL2 TLX1 TLX3 TMCC3 TMEM125 TMEM132A TMEM143 TMEM31 TNFSF12 TNFSF12-TNFSF13 TOM1 TP63 TPM1 TRAF4 TRIB2 TRMT1L TSC22D1 TSGA10 TSNAXIP1 TSPAN5 TSPYL2 TXLNG UBE2C UBE4B UCMA USP3 USP9X VAX1 VCAN VIM VSX2 WBP1 WBP2 WDR47 WNT1 WNT2 WNT3 WNT6 WNT8B WSB1 XPO1 XRCC5 YIF1A YIPF3 YJU2B YPEL4 YWHAQ ZBTB10 ZBTB3 ZBTB9 ZDHHC5 ZEB1 ZEB2 ZIC2 ZMYM2 ZMYND8 ZNF189 ZNF282 ZNF32 ZNF362 ZNF385A ZNF516-DT ZNF532 ZSCAN20 WWTAAGGC_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WWTAAGGC_UNKNOWN ACTC1 ACTG2 ADGRG4 ALDOA ANKRD10 ARF6 ATP12A BBX BHLHE40 BNC2 BRD4 C1QTNF3 CACNG2 CFL1 CFL2 CHD6 CIART CLUH CNMD CNN1 CNN2 COL3A1 CPNE1 CS CYCS DCX DLG2 DLL1 DMPK DUSP5 DYNC1LI1 EGFLAM ERG ETHE1 ETV5 FDX2 FGF17 FGF19 FGFRL1 FLNA FMNL3 FOXQ1 GJA4 GJD2 GPR22 GPRASP1 GPRIN3 GRK6 GSTP1 HBEGF HDAC9 HMGN2 HOXA10 HOXC5 HOXD8 HSP90AB1 HSPB7 HTN1 IFRD1 IMPDH2 INA ING2 IRAK1 JDP2 KDM4A KLC2 KLF2 LHX1 MAP2 MBNL1 MEIS1 MRGPRF MUS81 MYL9 MYLK MYOZ3 NBPF11 NCAM1 NFATC4 NFIB NKX2-2 NPAS4 NR2F1 NR2F2 NRAS OTX1 OVOL2 PAX3 PCDHAC2 PDE4D PDLIM7 PHKA1 PI4K2B PLPP3 PNKP POLDIP3 POU3F4 POU4F3 PPP1R14C RAB1B RBFOX1 RBMS1 RBMS2 RORB SALL1 SAP30L SCUBE3 SDC1 SESN3 SFXN4 SGCG SH2D1A SHOX2 SIAH1 SIX1 SLC16A1 SLC16A6 SLC22A8 SLC2A4 SLC41A1 SLC4A2 SLCO1C1 SLCO5A1 SLITRK2 SMARCA2 SORBS1 SOX12 SPAG7 STAT5B STX5 TBX2 TBX20 TFAP2C TMEM126B TMEM255A TNP1 TPP1 UBE2E2 UCN VASP VEZF1 WIPI1 XK ZBTB41 ZNF207 ZNF644 WYAAANNRNNNGCG_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WYAAANNRNNNGCG_UNKNOWN AHCYL2 ATL2 BARHL2 BMI1 C1QTNF7 C1orf43 C6orf62 CBLN4 CDC20B CDKN2C CSTF3 CTCF DCP1A DUSP6 E2F8 EFNB3 ELK3 ERF ETV6 FERMT2 GABRA1 GABRB2 GIT1 HNRNPA0 HOXA5 HOXD3 HYAL2 KANSL3 KDM2A LGR5 LMO4 LRRN2 MB21D2 MGLL NDUFA4L2 NEFM NEUROD1 NOL4 NR4A1 PCF11 PHC2 PHF21B PHOSPHO1 PHOX2A PPFIA2 PPP2R5E RCOR2 RFX1 RFX4 RHOB ROR1 SLC43A2 SMAD6 SMC3 SOCS2 SRSF3 ST8SIA2 STK35 SUPT4H1 SZRD1 TLCD4 TLNRD1 TMEM184B ULK1 VASH1 XBP1_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/XBP1_01 ABTB2 ADCYAP1 APLN ARFGAP3 ARL1 ARMCX2 ARMCX3 ASXL2 BCL11B CADPS CASK CCND1 CDC42 CITED1 CLSTN3 DENND5A DHDDS DNAJB4 DNM3 DUSP7 E2F3 ELAVL2 ELF1 EML1 EPB41 EPC1 FKBP14 FOXRED1 GALE GARS1 GLA GLRA2 GOSR2 GPR3 GRIA3 GTF2A1 GYS1 HBP1 HCRTR2 HID1 HMBOX1 HNRNPH2 HOXA11 HOXA3 HOXB5 HOXB7 IL10 IL1RAPL1 INTS9 IRS4 ITCH JADE1 KDELR1 KIF12 KISS1 KRTCAP2 LHX5 LMBRD1 LRRC59 MAGEL2 MANF MAP3K13 MGAT2 MMP14 MOGS MORF4L2 MRPS18B NEUROD2 NHSL2 NKX2-2 NMNAT2 NPAS2 NR4A3 OSBP PAX1 PCYT1B PDIA4 PIM1 PLEKHF1 PPP1R10 PPP2R3A PRDX4 PRELID1 PRR16 PRRX1 PTCHD1 PURA QRICH1 RAB1A RAB24 RAB25 RBM26 RBM39 RBP5 REEP3 RFTN2 RGS1 RHEBL1 RPL36AL RPRD2 RUVBL2 SEC24D SEC61A1 SEMA3B SHOC1 SIK2 SKIDA1 SLC30A5 SND1 SNTB2 SOX21 SP1 SRP68 SRPRA SRSF1 SRSF5 STAT3 SULF1 SYT3 TCF4 TM9SF1 TMEM125 TP53INP2 TRIB2 TRIM46 TRIM55 TRPC4AP TSPAN7 TYRO3 UBE2B USO1 WFIKKN2 XPNPEP1 YIPF5 ZBTB47 ZNF827 YAATNANRNNNCAG_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAATNANRNNNCAG_UNKNOWN AAMDC AARS2 AGAP3 AK9 AKR7A2 BARHL1 CADM1 CALD1 CBFA2T2 CD55 CLDN16 CLRN1 CYP2E1 DCN DSG1 FAM107B FAM53C FGFR2 FKRP FOXP2 FSD1L GNAS GPR65 GSE1 GSG1 H1-4 H2BC5 H3-4 HIGD1A HOXA2 HOXD12 IRAK1 IRX4 KCNQ1DN KRT32 L3MBTL2 LDB2 LRR1 MARK3 MTMR11 NAP1L5 NEK10 NFYC NSD1 NUSAP1 OIP5 OPCML ORC4 PANX3 PDE1A PGM1 PITX1 PTCHD4 RAG1 RFX5 RHOQ RSF1 SIX1 SLC1A7 SLC66A1 SP1 SPTB STAG2 STRN4 SYNPR SYT16 TEAD1 TMEM94 TMOD3 TRERF1 YAATNRNNNYNATT_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAATNRNNNYNATT_UNKNOWN ABHD17B ABLIM1 ACACA ACADSB ACVR2A ADCYAP1 ASCL4 ASXL1 BARHL1 BDNF BHLHE41 BMPR1B BNC2 CACNA1C CCSER2 CDH13 CELF2 CHRND CLRN1 CNTNAP4 COL9A2 COMMD10 CORO2A COX8A CREB5 CREM DCT DCX DDX17 DLL4 EDC4 ELAVL2 ELAVL4 ELF4 ELF5 EPHA7 ERF ERG EYA1 FOXN3 HAS2 HEPACAM HIVEP1 HOXA7 HOXB3 HOXB8 IFNK IGSF21 IKZF5 IPO4 IRX4 KCNJ16 LHX6 LMO3 LRP5 MAGI1 MIR137HG MN1 MPPED2 MTUS1 MYH4 MYO15A NFIX NOB1 NOL4L NOTCH2 NOTCH2NLA NPAS3 NPVF OGDHL OTP PACSIN3 PCGF1 PDHX PHF8 PHOX2B PNOC POLG2 PTF1A RBMS1 RCN1 ROBO3 RPA3 RTRAF SERPINF1 SESN3 SHOX2 SIAH3 SLC24A4 SLC26A9 SMAP2 SOX14 SSPN SULF1 TAF10 TGIF1 TMEM178A TNMD TRPM1 WSB2 ZDHHC21 ZFP36L1 ZNF423 ZNF485 YATGNWAAT_OCT_C https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YATGNWAAT_OCT_C ABTB2 ACBD4 ACTG2 ADGRL1 ADGRV1 ADM ADNP ADNP2 ADORA1 ADORA2A AKT1S1 AKT2 ALDH1A1 ALDH1A2 ALK AMBN ANG ANK3 ANKMY2 ARHGAP4 ARHGEF12 ARMH4 ASXL1 ATF7IP ATOH1 ATP1B2 ATP6V0C ATXN7L1 BACE2 BARHL2 BCOR BCORP1 BEX3 BMP5 BRINP3 BST2 BZW2 C12orf57 C21orf62 C2CD2L C2CD5 C2orf16 CA13 CACFD1 CACNG2 CADM1 CADM2 CAMKV CBFA2T2 CCDC107 CCDC116 CCDC122 CCDC6 CCDC80 CCN1 CCND1 CD180 CD79B CDK14 CDK2 CELSR2 CES5A CHAT CHD6 CLCA3P CLVS1 CNOT2 COL23A1 COL25A1 CRISP1 CRYZL1 CSF3 CSMD3 CSRNP3 CUL3 CUX1 DCN DCUN1D3 DGKG DLG2 DLGAP4 DLL1 DLL3 DLL4 DLX1 DNAH5 DNAH7 DOK3 DPYSL3 DUSP10 E2F3 EDA EGLN2 EGR2 EIF1AX EMILIN3 EML1 ENAM ENOX1 EPC1 EPHB3 ERG ESRRA ETV1 EYA1 FAM117A FBXO24 FCHSD1 FGF12 FGF20 FKRP FOXB1 FOXG1 FOXN1 FOXP1 FZD2 FZD4 GBX2 GCM1 GDNF GNB3 GPC4 GPR22 GPR4 GPR85 GPRC5B GRID2 GRIN3A H2AC12 H2AC20 H2AC21 H2AC6 H2BC12 H2BC21 H2BC3 H2BC4 H3-3B H3C3 HDAC9 HEPACAM HIVEP3 HNF1B HOXA10 HOXA3 HOXA5 HOXA7 HOXB1 HOXB4 HOXB6 HOXC11 HOXC5 HOXD11 HOXD9 HPCAL4 ID2 IL17F IL1RAPL1 IL25 ING1 IRAK1 IRX4 IRX5 ISL1 ITGB3BP ITPR3 ITPRIP ITSN1 JUND KANSL1L KCNIP4 KCNN3 KCNT2 KCTD4 KCTD6 KRT28 LACC1 LCOR LDB2 LDHAL6B LETM2 LHX3 LHX6 LINC00470 LINC01164 LIPG LLGL2 LMO3 LMO4 LPL LRCH4 LRFN5 LRRN1 LYN LYRM1 MAB21L2 MAF MAGEE2 MAP1B MBNL2 MCC MED16 MID1 MIR17HG MIR9-1HG MMP1 MMP17 MRAS MRFAP1 MSI2 MTUS1 MYF5 NAP1L5 NEDD4 NEIL3 NEK10 NEUROG1 NFIA NIN NKX2-2 NONO NOS1 NPHP4 NPR3 NPTX2 NR4A3 NR6A1 NRAS NRL NRXN1 NRXN3 NUDT3 NUDT6 NUFIP2 NXPH1 OPA3 OR10A5 ORAI3 OTX2 PANK4 PATZ1 PAX6 PCDH20 PCDH8 PCYT1B PDZD2 PDZK1IP1 PDZRN4 PFKFB1 PHC2 PHF6 PIM2 PIPOX PITX2 PIWIL4 PLCB2 PLPPR2 PMEL POLM POU1F1 POU2F3 POU3F4 PPP2R3A PRDM1 PRDM10 PRICKLE2 PROKR2 PRR34 PRRC2A PRRX1 PTEN RAB26 RAB3C RAB5A RAB6C RANBP3L RARB RCAN1 REL REM2 REST RFTN2 RHOB RNASE4 ROBO3 RRAS RXFP1 SALL1 SALL3 SASH1 SCAF4 SCOC SCRN1 SEMA6C SEMA7A SEPTIN9 SERTAD4 SESN3 SFRP1 SFRP2 SGCA SH3BGRL SH3GL3 SIAH3 SKIDA1 SLC10A2 SLC17A7 SLC18A3 SLC24A3 SLC25A12 SLC6A15 SMARCA1 SNCAIP SORBS1 SOX5 SP6 SPIB SREBF2 SRF ST13P4 STMN1 STRIP1 STRN4 SUCNR1 SYNPR SYT1 TAS1R2 TAS2R13 TAS2R7 TBC1D17 TBXAS1 TCERG1L TCF4 TEC TFAP2C THRA TLX3 TMSB4XP4 TNNI1 TOP1 TP53INP2 TRAF3IP2 TRDN TRERF1 TRPS1 TSC1 TSC22D3 TSNAX TSPAN13 TTI2 TUBB4A UBE2S UCMA UPK3A UQCC2 UTP18 VPREB3 WNT6 WNT9A WWC2-AS2 XYLT2 YWHAB ZEB2 ZFX ZFY ZHX2 ZNF428 ZNF804B YATTNATC_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YATTNATC_UNKNOWN ABCB5 ABLIM2 ABLIM3 ACKR3 ACVR2A ADAMTS6 ADD3 AFF2 AGAP4 AGTR2 AKIRIN2 ANGPTL3 ANK2 ANKMY2 ANKS1B APOBEC2 APP APRG1 AQP5 ARF4 ARHGAP29 ARHGAP33 ARHGAP8 ARHGEF38 ARPC2 ATP2A2 ATP2A3 AXIN2 B3GLCT BCL9L BEND4 BEND6 BHLHE22 BMPR1B BNC2 BRINP3 BZW2 C12orf50 C1QTNF3 C1orf87 C8orf17 CA10 CA4 CALB1 CALD1 CAMK2D CARMIL1 CCDC148 CCDC171 CCDC80 CCNYL1 CDH9 CDIN1 CEBPA CEBPA-DT CELF4 CERS6 CFL2 CHM CHP2 CLC CNTLN COL19A1 COL3A1 COL4A6 COLQ CPB1 CPEB4 CPLX2 CPNE1 CRCT1 CREB5 CRH CRY1 CSF2 CSF3 CSRNP1 CTBP2 CTNNA3 DAAM1 DACH1 DCSTAMP DCX DHX58 DKK4 DLC1 DLG2 DMD DNAJB4 DOCK4 DOCK7 DSG3 DYRK1A E2F1 EGR3 EHF EIF4E ELAVL2 ELMO1 EMX2 EN1 ENO3 ERG ETV6 EVX1 EYA1 F12 F9 FAM135B FAM180A FAM91A1 FBXL19 FBXL19-AS1 FGF5 FLRT3 FNDC3A FOLR2 FOXN3 FOXP2 FRY G6PC1 GABRB3 GARIN1B GARIN4 GC GDF7 GFI1 GLRA1 GNAO1 GOLGA1 GPC3 GPR151 GPX1 GRIA3 GRIK3 GRIN2B GRK5 GUCY2F H3-3B HAPLN1 HCRTR2 HMGN2 HNF1A HNMT HNRNPA3 HOXA1 HOXA10 HOXA2 HOXA7 HOXB2 HOXB3 HOXB4 HOXB7 HOXB9 HOXC10 HOXC6 HOXD10 HOXD3 ID2 IGF1 IGF2BP3 IKZF2 IL1RAPL1 IL21 IL23A IL3 IRX3 JADE1 JAKMIP2 KCNA3 KCNH2 KCNIP2 KCNK18 KCNQ4 KCTD12 KCTD8 KIF1B KIF5A KRT77 KRTAP11-1 KRTAP19-5 LAMB2 LBX2-AS1 LINC00173 LINC00671 LMO4 LRP8 LRRTM1 LUC7L MAGI3 MANF MAP2K5 MAP4K2 MARCKS MAST2 MBL2 MBNL2 MCTP1 MED27 MEOX2 MIR600HG MIR9-1HG MITF MLIP MN1 MON1A MOXD1 MPP4 MRPS18B MSS51 MXI1 MYH13 MYOD1 MYOG NALCN NANOS1 NAP1L5 NCKAP5 NDP NEB NECAB3 NEUROD6 NFIX NKD1 NOB1 NOL4L NOVA1 NPAS3 NPTX2 NR3C2 NREP NSD1 NUDT2 NXPH4 OMG ORAI3 OSBPL7 OSTC OTOP3 OVGP1 PALMD PAX2 PBXIP1 PCSK5 PDZD2 PDZRN4 PHF20L1 PHF3 PI15 PI4KA PITPNC1 PJA2 PKD2L2 PKP4 PLCXD2 PLEC PLEKHH3 PNOC POLR3D POU3F4 POU6F2 PPP1R10 PPP1R14D PPP1R2C PPP2R2B PRDM13 PRICKLE1 PRKAG1 PRKG2 PRL PRPF38B PTCHD1 PTF1A PTPRJ PWWP2B QKI RAB33A RAB3C RAB43 RARB RASGEF1B RASL11B RBFOX1 RBM39 RBMXL2 RBPMS RFX4 RGS8 RNF212 RNF43 ROBO3 RPRD2 RTKN2 RTL9 RXFP2 S100A16 SAMD11 SAT1 SCGB3A2 SCUBE3 SEC14L2 SEMA3A SHISA6 SIAH3 SLC12A1 SLC13A1 SLC16A10 SLC2A13 SLC38A3 SLC43A3 SLC5A2 SLITRK2 SLITRK5 SMAP2 SMARCA2 SMG5 SMPX SNRPF SOAT2 SORBS1 SORT1 SOX1 SOX14 SOX2 SP4 SP6 SPAG6 SPRED1 SSPN SSTR1 ST7 STARD13 STAT3 STAT5B STMN2 SUCNR1 SUMO4 SUPT4H1 SYNRG SYT1 TAC1 TAF15 TAFA1 TBXAS1 TCF7L2 TCL1A TENM3-AS1 TGM5 THBS1 TINAG TJP2 TLE4 TMBIM1 TMEM179 TMEM184B TMEM79 TMIE TRERF1 TRPC6 TSSK1B TTYH1 UBE2W UBE4B UCN2 USP51 VAT1 WBP2NL WNT4 WNT6 WWC2 WWP2 YIPF7 ZBTB18 ZBTB2 ZBTB33 ZBTB37 ZCCHC24 ZIC1 ZIC2 ZNF277 ZNF512 ZNRF1 YCATTAA_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YCATTAA_UNKNOWN ABCA12 ABRAXAS2 ACBD5 ACBD6 ACTC1 ACVR1 ADAM22 ADAMTSL2 ADGRB2 ADRA1B AGAP3 AHNAK AKIRIN2 ALDH1A2 ALG13 ALX3 AMMECR1 AMY2B ANKRD28 AP4S1 APBA1 APRG1 AQP11 AQP2 AQP5 ARHGAP18 ARHGAP22 ARHGDIB ARPP19 ART4 ASB4 ASCL4 ATP13A4 ATP1B4 ATP5F1C ATP5MC1 ATXN7L1 BACH2 BAMBI BATF2 BAZ1A BCL9 BCOR BHLHE22 BMP10 BNC2 BOC BPHL C15orf40 C1QTNF7 C1orf87 CA4 CACNG8 CALML4 CAPN12 CASC2 CCDC6 CCDC9B CCER1 CCIN CD55 CDC6 CDH6 CDIN1 CDK14 CDKL5 CDKN2B CDX1 CELF2 CELF4 CHCHD7 CHD5 CHM CHST15 CHST8 CKAP4 CLC CLDN14 CLOCK CLPX CLRN1 CLUH CNIH2 CNTLN COL12A1 COL4A6 COL9A1 COLQ COPE CPNE5 CPS1 CREB3L1 CREB5 CREBZF CRLS1 CSF2 CSMD3 CSRNP3 CTDSP2 CTNND2 CXCL14 CYB561D1 CYB5D1 CYTIP DCT DCX DDI1 DDX49 DLG2 DLL1 DMD DMP1 DNAJB8 DOCK11 DOCK9 DPF2 DPYD DUOX1 DUSP6 EBF2 EFNA5 EHF ELAVL4 EMX2 ENOX1 ENPP1 ENSG00000228919 ENSG00000291228 EPHA2 EPHB6 ERBB3 ERN1 ESRRG ETF1 EXPH5 EYA1 FAM117A FAM193B FAM78A FBXL22 FCHSD2 FERD3L FES FEZF2 FGF10 FGF13 FGF20 FGF5 FGF6 FLI1 FOXB1 FOXN3 FOXP2 FRMD5 FRZB FSTL1 FURIN FZD4 GABRA1 GARIN2 GATA3 GBF1 GBX2 GC GDF10 GDF7 GEMIN2 GIPC1 GMCL2 GNAQ GNAT1 GNRH1 GOLT1A GPC4 GPR85 GRIA3 GRID2 GRIK3 GRM3 GRM8 GSC GSE1 GSK3B GTF2A1L GTPBP1 H3-3B HAND2 HAUS3 HAVCR1 HESX1 HHIP HIPK3 HMGN2 HNF1A HNF4A HNRNPD HOOK1 HOXA1 HOXA10 HOXA2 HOXA3 HOXA7 HOXA9 HOXB3 HOXB5 HOXB6 HOXB8 HOXC13 HOXD1 HOXD10 HOXD3 HOXD8 HPN HRK HS6ST2 HSD3B7 HSPB8 HTR2C HTR3B ID3 IGFBP1 IKZF2 IL11RA IL18 INPP4B IP6K2 IRX4 ITGA9 ITGB6 JADE1 JADE2 JAZF1 KALRN KCND1 KCNH2 KCNIP2 KCNIP4 KCNJ15 KCNJ8 KCNMA1 KCTD15 KCTD5 KIAA1191 KIF21A KIN KLF14 KLF6 KLHDC3 KLHL1 KLHL13 KLHL4 KLHL41 KLHL5 KLK3 KRT2 KRT23 KRT32 KRT81 KRTAP19-2 KRTAP19-7 LARGE1 LBX1 LBX2-AS1 LEMD1 LHFPL1 LHX6 LIMS1 LINC00472 LIX1 LLGL2 LMNA LMNTD2 LMO1 LMO3 LMO4 LRCH1 LRRC4 LRRN3 LSM11 MACROH2A1 MARCHF6 MARK1 MBNL2 MCAM MEA1 MECOM MED13 MEOX2 MFGE8 MGAT5B MITF MMP19 MNT MPPED2 MRPS18B MSH5 MSI2 MSRA MSTN MTF1 MTMR11 MTMR4 MTTP MYO15A MYT1 NAA38 NDNF NDP NDUFA4 NEBL NECAB3 NECAP1 NEO1 NEUROD6 NF1 NFE2L1 NHLH2 NLGN2 NLGN3 NLRP7 NOB1 NOL4 NOL4L NONO NOS1 NOVA1 NPAS3 NPM3 NPR3 NPTX2 NR1H4 NR2E1 NR2F1 NR2F2 NRAS NRN1L NRP1 NSD1 NSMCE3 NUDT21 NXF3 ODAD3 OPCML OSR1 OTOP3 OTX2 P2RY12 PABPC5 PACSIN3 PAK1IP1 PALS1 PALS2 PATL1 PATZ1 PAX9 PBX2 PCDH7 PCDHAC2 PCDHGB7 PCK1 PCNX1 PCNX4 PCYT2 PDE4D PDGFRA PDHA2 PDRG1 PDYN PHF21A PHF21B PHOX2B PHYHIPL PIK3IP1 PITX2 PKP3 PLA2G2E PLAG1 PLCD4 PLIN1 PLIN2 PLXNA2 PMEPA1 POLA1 POLE2 POT1 POU3F4 PPM1E PPP1R10 PPP1R16B PPP3CB PRDM1 PRDM12 PRDM13 PRDX5 PRG4 PRKAB1 PRKCSH PRKD3 PRUNE2 PSMC2 PTCH1 PTGER1 PTGIR PTH2R PTK2 PTPRO PURA PXYLP1 PYGO2 RAB30 RAB5B RARB RASGRF1 RASGRF2 RASSF2 RASSF7 RAX RBBP8 RBFOX1 RBMS1 RBMX RELA RGS13 RHOBTB1 RHOJ RIMOC1 RINT1 RNF17 RNF181 RNF4 ROBO1 ROGDI RORB RPS6KB2 RREB1 RTN1 RTN4RL1 RUNX1 RUNX1T1 RUNX3 S100G S100PBP SATB1 SATB2 SCML2 SCN1A SEC23B SEMA4A SEMA4G SERPINA6 SERPINI2 SF3B4 SFN SFSWAP SGCA SGIP1 SGMS2 SH3BP4 SHCBP1 SHISA6 SIX4 SKIDA1 SLC12A1 SLC17A2 SLC23A3 SLC26A3 SLC26A5 SLC26A7 SLC34A3 SLC37A4 SLC39A5 SLC41A2 SLC5A1 SLC5A10 SLC5A2 SLC6A20 SLC6A4 SLC8A3 SLITRK2 SMIM8 SMOC1 SMPX SOBP SORCS1 SOX12 SOX4 SOX5 SP8 SPAG7 SPRED1 SREK1 SRSF2 SSBP3 SSMEM1 SSTR1 SSTR4 ST8SIA2 STAC2 STAP1 STAT5B STRN3 SULF1 SUPT16H SV2A SYT4 SYTL2 SYTL4 TACSTD2 TAF2 TCF21 TCF7L1 TDRD5 TENM1 TERB1 TEX12 TEX2 TEX47 TFAP2C TGIF1 TGM6 TIMELESS TINAG TLE4 TMEFF1 TMEM164 TMEM178A TMEM179 TMEM60 TMEM88 TNS1 TPM2 TRAF3IP2 TRDN TRERF1 TRMT10A TRMT112 TRPS1 TSHZ1 TSHZ3 TTLL6 TTR TTYH1 TUBB4A TUBE1 UBE2C UBE4B UBR5 UNC13B USP32 USP4 VAT1 VPS37B WDR47 WNK1 WNT11 YBX2 YIPF7 ZBTB17 ZEB1 ZFHX3 ZHX2 ZIC4 ZMYM4 ZNF423 ZNF503 ZNF532 ZNF827 YGACNNYACAR_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YGACNNYACAR_UNKNOWN ACTL7B AGRP AKIRIN1 AQP7 ASB17 AZIN1 BAG5 BNIP3L C16orf78 C3AR1 CCR9 CDK5 CEP57 COA8 CPS1 CREM DMP1 DNAJC5B DUSP13 DUSP3 DUSP4 ECI1 EGR3 ELOVL5 EPAS1 FAM241B FAM76B FGF13 G3BP2 GDPD2 GSC GSTO2 HIF3A HOXA7 ISCA1 ITPRIPL1 KBTBD12 KCNK7 LGI3 MAPK3 MARCKSL1 MOSMO MYBPH NDST4 NEUROD2 NEUROD6 NEUROG1 NR6A1 NRXN1 OGDH OR2K2 P2RX3 PAPOLG PCBP1 PDP1 PDPK1 PDS5A PDZRN4 PRM3 PSD3 RAI1 RESF1 RIMS2 RIN1 RNF44 RPL41 SAMD8 SAXO1 SCAI SEH1L SLC4A2 SMAD6 SPATA20 SPATA3 SPATC1 SPATC1L SPTAN1 ST8SIA4 STAT6 SYT4 TAFA1 TAFAZZIN TBL1X TBL1Y TLE3 TMEM270 TMTC2 TNFRSF21 TP53INP2 TSC22D1 UBE2H UBQLN3 UBQLNL UQCC2 USP3 VCAN ZC3H10 ZHX2 ZNF516-DT YGCANTGCR_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YGCANTGCR_UNKNOWN ADGRB2 ADNP AGAP1 AHI1 ANXA6 APP ARHGAP5 ASCL1 ASCL2 ASIC2 ASPHD1 ATP13A1 BMPR2 C11orf87 CADM2 CALM2 CALM3 CAMK1D CAST CCP110 CDC42SE1 CDK14 CHD2 CLSTN1 CLTC CPNE1 CSDE1 CTCF DDX6 DGKD EIF4G2 EIF5A ELOVL4 ELP2 EPB41L3 EPHB1 EWSR1 FAM13B FBXO11 FGF13 FGFR1 GAB2 GANAB GBF1 GDE1 GSK3A GSPT1 HACD3 HAUS6 HGF HMGCLL1 HPSE2 HS3ST3B1 IKZF2 IL1RAPL1 KCNA1 KCNN2 KCNS3 KIZ KLC2 KMT2E KPNA1 LRFN5 LSM11 MAGED1 MAP1B MAP2K7 MAT2A MBTPS2 MIR22HG MLLT11 MNT NCS1 NHERF2 NLGN3 NNAT NONO NOP56 NOVA1 NRXN1 NRXN3 OCIAD1 OGA OLFML3 PAQR9 PCM1 PDCL3 PGAP4 PHEX PLEKHA1 PNMA3 PNMA6A PRDM13 PRRC2C PSAP PURA RHBDD3 RIBC1 RTN3 SANBR SARS1 SEMA7A SFXN5 SLC32A1 SLC39A6 SMC1A SOBP SRGAP2 SRSF8 SRSF9 STX16 SYNJ1 SYT12 TACC2 TAOK2 TMEM14A TMEM151A TMEM88 TOPORS TRIM9 TTC9C USP8 UVRAG VAMP1 VSNL1 WDR81 ZDHHC15 YGCGYRCGC_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YGCGYRCGC_UNKNOWN AAMP AATF ABCE1 ABHD15 ABITRAM ACACA ACSL4 ADAM12 ADO AKAP8 ALKBH5 ANAPC10 ANP32A AP3S1 ARL17A ARRB2 ASCL1 ASIC1 ATG12 ATP13A1 ATP2A2 ATP5MC2 BABAM2 BAG6 BCL9 BCLAF1 BICDL1 C17orf58 C1orf43 C21orf58 C2CD2L C2orf15 C9orf40 CA10 CACUL1 CALM3 CCDC106 CCDC107 CCDC87 CCNE1 CCS CD320 CDK16 CDK5R1 CDON CFL1 CHD4 CKS2 CNOT9 COL25A1 CREBZF CRY1 CTDSPL CYP1B1 DCTN4 DCTN5 DDIT3 DIAPH1 DLGAP4 DLL1 DNAAF1 DNAJA1 EDEM3 EID1 EIF2A EIF3D ELP1 EML3 EN1 ERP29 ESCO1 EXOG FAM120C FAM133B FAM98A FBXW9 FHOD1 FIZ1 FMR1 FOXO4 FUS FUT8 FYTTD1 GABRA4 GALNT17 GBX2 GEMIN4 GNAS GOLGA2 GOPC GPAT4 GPD1L GSE1 GTF2A1 GTF2I H1-10 HIBADH HIC2 HILPDA HNRNPA3 HNRNPAB HNRNPD HNRNPDL HNRNPH1 HNRNPL HNRNPR HOOK3 HOXA1 HOXA4 HS2ST1 HSDL1 ID3 IMMP2L IMMT INHBB JPH4 KANSL1L KANSL3 KAZALD1 KCNC1 KCNN1 KCNS2 KDM1A KDM2A KDM4C KICS2 KIF7 KLF13 L1CAM LENG8 LPCAT3 LRFN5 MAF MAGI1 MAP3K11 MAPT MAZ MECP2 MED26 MEIS2 MEPCE METAP1D MLLT10 MLX MMP16 MNT MRPL14 MRPL45 MSL2 MST1 MTHFD2 MTMR3 MTRFR NAGK NCAPD3 NDUFA13 NEK8 NEURL1 NEUROD1 NIPA2 NOA1 NPAS2 NR2C2 NR2F2 NRGN NUDT3 NXPH3 ODR4 P4HTM PACRG PALB2 PALS1 PAQR4 PATZ1 PBRM1 PCBP2 PCNT PDCD2L PDE7A PDP2 PDS5B PENK PEX5L PGM2L1 PGRMC2 PHAF1 PHF21B PHYHIPL PIM2 PKMYT1 PLEKHA1 PLOD3 PMP22 PNKD POLH POLR2B POP7 POU2F1 POU4F1 PPARGC1B PPM1A PPM1E PPP3CC PPP4R4 PRKAG2 PRKAR2A PRKN PRR7 PSD PSMD2 PTGES3 PUF60 RAB10 RAB33A RAB6A RAVER1 RBBP4 RBFOX1 RBKS RETREG3 RGS7 RHOA RILPL1 RNF123 RNF149 RNF167 RNF170 RNF207 RNF38 RNFT1 ROM1 RPP38 RPP38-DT RPRD2 RPS4X RPS6KA5 RRAS RUNX1T1 SELENOF SELENOI SEMA6A SERBP1 SERP1 SF1 SGF29 SGSM3 SHH SIX1 SKP2 SLC12A5 SLC16A6 SLC25A11 SLC25A12 SLC25A37 SLC35B3 SLC9A5 SLITRK4 SMG6 SMTNL2 SORCS3 SOX12 SPINK5 SPINT2 SPRY4 SPTAN1 SRR SRRM4 SRSF6 ST8SIA1 ST8SIA2 STARD10 STX12 SYNCRIP TADA2A TAOK1 TBC1D32 TCTA TEX264 TFAP4 TFRC TIAM1 TIGD2 TIGD6 TIMELESS TMEM108 TMEM116 TMEM132E TMEM132E-DT TMEM179 TMEM38B TNKS2 TP53I13 TPR TRIB2 TRIM33 TRIM8 TSGA10 TSSK6 TTC9C TUBG1 U2AF2 UBE2S UBTF ULK2 UROD USP37 VEGFA VKORC1L1 VPS26B VRK3 WAC XPO5 YWHAE ZBTB8OS ZCWPW1 ZDHHC14 ZFP91 ZFY ZGRF1 ZIC2 ZMYM4 ZNF521 ZNF524 ZNF711 ZNHIT1 ZZZ3 YGTCCTTGR_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YGTCCTTGR_UNKNOWN AAK1 ADAM11 AFP ALDOA ALKBH6 AMY2A ANKRD42 ANO4 ARAP2 ARMCX6 ARPC5 ATN1 ATP2A2 ATP5F1B BAZ2A CBX4 CHD6 CHST8 CITED2 CLCNKA CNBD1 CRAT CS CTRL CXXC4 CYCS DRD3 EIF4H ELAVL2 EMX2 ERRFI1 ESM1 ESRP2 FHL2 FLJ40288 GABRA3 GAS6 GK GPI H1-1 H2AZ1 HDAC3 HMGCS1 HOXD11 HRH3 HSPBAP1 ID2 IGSF3 KCNAB3 KCNJ16 KRT10 LDHB MANF MCAM MLLT6 MT3 NABP2 NDUFA12 NEFM NPTX2 OTX2 PAM PANK3 PHYHIPL PPTC7 PRKACA PRKAG1 PRKCE PTPA RASSF8 RELL2 RGL1 RWDD4 SARM1 SCN2B SEMA6D SEPTIN4 SLC38A2 SLC49A4 SNCB SNTA1 SOCS5 ST8SIA5 STIM1 SUMO4 SYNPO2L SYT13 SYT7 THRA TMEM8B TNKS1BP1 TRAPPC11 TRIM2 VAMP2 VGF YWHAG ZIC3 ZNF655 YKACATTT_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YKACATTT_UNKNOWN ADAM22 ADD3 ADGRB2 ALKBH8 AMOT AMOTL1 AP3S1 APBA1 APBA3 ARF6 ARHGAP12 ARHGAP24 ARMCX4 ATG12 ATP1A4 ATP1B1 ATP2B3 BABAM1 BAG3 BAIAP2L1 BARHL2 BDNF BET1 BIN3 BIRC6 BMAL1 BMPR2 C19orf18 CABLES1 CASC2 CATSPER2 CAVIN2 CBY2 CCDC141 CCDC50 CCDC54 CCDC91 CCL22 CD27 CD40LG CD68 CDC42EP3 CHCHD7 CHD2 CHERP CHMP4B CLC CLU CNIH3 CNTLN COMMD3 COQ8B COX7B CYLD DACT1 DCDC1 DDX25 DDX47 DHRS4 DLC1 DMD DNAH7 DPF2 DPF3 DTX2 DUSP10 DYNC1I1 EAPP EBF1 EFEMP1 EGFL6 EIF2B4 EIF4A2 ELMO1 ENOX2 ERN1 FAM78A FGD4 FGF10 FGF13 FGF8 FIZ1 FOXA3 FOXN3 FTSJ1 GARRE1 GBX2 GDF9 GIT1 GLYR1 GNRH1 GOLPH3L GPBP1L1 GPR21 GPR52 GPR55 GUCA1C GZMK HAPLN2 HHEX HIVEP3 HMBOX1 HOXA10 HOXA3 HOXB8 HSD17B4 IGF1 INPP4B INSM1 INTS9 IRS1 IRX3 ITPKC KBTBD8 KIF13B KLF12 KMT2C KRT36 KRTAP13-2 LEMD1 LIMS1 LIN54 LINC00158 LINC00649 LMO3 LMOD3 LMX1B LRFN5 LRP1B LRRN2 LTBP1 MAP3K14 MAPK10 MBIP MCHR1 MEF2C MEIS1 MEMO1 METTL9 MFSD14A MICAL2 MLLT3 MON1A MPI MPZL1 MRPL34 MRPL50 MRPL54 MSTN MUSK MYH8 NCK1 NEUROG1 NFATC4 NPVF NR2F2 NR3C1 NRL OGA OLIG3 OMA1 OTOP2 OTP OTX1 OTX2 PCDH11X PCDH11Y PDE6D PDGFRA PDIA3 PDK3 PDLIM3 PDZD2 PDZRN4 PELI2 PIK3R1 PITPNC1 PKHD1 PLAG1 PLEKHA5 PLOD2 PLPP7 POLE2 POLR1B PPARG PPIP5K1 PPP2R2B PPTC7 PRDM1 PRDM7 PRDM9 PRKAG1 PROK2 PRPF19 PRR5L PSME4 PTH2R PTPN1 PTPRD PURA PUS3 PYGM RAB8B RAP1GDS1 RAPGEF6 RBBP6 RBM39 RDH11 RELCH RGS6 RNF10 RNF17 ROR1 RPP25 RUNX1T1 SAMD7 SAP130 SEL1L SFRP1 SH2D2A SHKBP1 SKP2 SLC16A6 SLC2A4 SMPD3 SNX12 SNX14 SNX17 SOBP SRSF6 SS18 STEAP4 STK32C STX17 SULF1 SYMPK SYNE2 SYT16 TAFA1 TECTA TENM3-AS1 TEPP TFDP2 TGFB2 THBS1 TIAL1 TLK1 TMED5 TMEM178A TNFRSF8 TNFSF10 TOB1 TP63 TPH2 TRIT1 TRPC4AP TRPM1 TSHZ2 TSHZ3 TTC1 TTC12 TTF2 TTN UBE2N UCMA UNC5C UQCRB USH1G VASP VPS41 WSB2 WWOX ZBTB32 ZFHX4 ZFP2 ZFR ZHX2 ZNF189 ZNF367 ZNF420 ZNF471 ZNF524 ZNF546 ZNF568 ZNF569 ZNF570 ZNF571 ZNF582 ZNF654 ZNFX1 YNGTTNNNATT_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YNGTTNNNATT_UNKNOWN AAMDC ABCB5 ABLIM1 ACACA ACADSB ACSL4 ACTA1 ACVR1 ADAMTS5 ADARB2 AGTR2 AMFR AP1S2 APEX2 AR ARHGDIB ARHGEF39 ARL4C ARL6IP1 ASPA ATP2A2 ATRNL1 AURKA AXIN2 BAIAP2L1 BARHL1 BCL2 BCL9 BDNF BEND4 BHLHE41 BMP4 BPIFA3 BRCA2 BTG3 C12orf4 C1orf116 CA10 CACNA1E CACNA1G CALD1 CALM1 CAMK1D CAPNS2 CAPRIN1 CAVIN2 CBLB CBLN1 CCDC91 CD44 CD96 CDC25A CELF4 CENPN CEP41 CES5A CHD2 CHD6 CHL1 CHMP1B CHMP2B CHN2 CHRDL1 CITED1 CITED2 CKM CLIP2 CLMN CLN5 CMC2 CNOT1 CNTNAP2 COG2 COL1A1 COL9A1 CPEB4 CPNE1 CRYGB CSNK1A1L CSPP1 CSTF1 CTNND1 CWF19L2 CYBB CYP26B1 CYRIA DAAM1 DCTN1 DCUN1D1 DEF6 DENND4C DIS3L DLC1 DLX4 DMD DNAI3 DOCK4 DPP10 DSCAM DSG1 DUSP10 DYNC1H1 EAPP EDA EDC4 EHD4 EIF2B3 ELMO1 ELMOD1 ELOA2 ELOVL6 EMP1 ENPP2 EOMES ESRRG ETV1 EXOC4 EYA1 FAM110B FAM120A FAM120AOS FAM53C FAM72A FES FEV FGB FGF9 FIGN FLRT3 FMR1 FOXN3 FOXP2 FRA10AC1 FSBP GABARAP GABRA4 GABRG2 GADD45G GARNL3 GJB4 GLT8D2 GNAO1 GPATCH11 GPC4 GPHB5 GPR15 GPR150 GPR156 GRHL2 GRIN1 GRIN3A HAPLN2 HAX1 HIC2 HID1 HIPK1 HNF1A HNRNPA0 HOXA3 HOXA7 HOXA9 HOXB4 HOXB8 HOXC10 HOXC12 HOXC4 HOXC6 HS3ST1 HS3ST4 HSH2D HTR2C IFIH1 IKZF2 IKZF5 INO80 INSM1 INTS8 IRAK1 ITGA1 ITGB6 ITPR1 ITPRIPL1 JMJD1C KANSL1L KAT7 KAZALD1 KCNE4 KCNJ2 KCNK5 KCNMB2 KCTD15 KDM6A KIF13A KIF20B KLF9 KLHL13 KRTAP17-1 LHX2 LHX6 LIMK2 LINC00487 LMO3 LMO4 LRMDA LRRC4 LRRC8D LUC7L3 LY6G5B MAGI1 MAML3 MAP2K5 MAP2K7 METTL4 MIA2 MITF MON1A MXI1 MYOCD MYOG NDC80 NECAP1 NEDD4 NEUROD2 NEUROD6 NFIB NFIL3 NFIX NIPBL NKX2-2 NOG NOTCH2 NOTCH2NLA NR1D1 NRXN3 NTRK1 NTRK3 NUB1 NUMB OFCC1 OGG1 OLFML3 OMD OMG OSBPL9 OTP OVOL1 OXGR1 PAN2 PBX1 PCDH10 PCYT1B PDE1A PDE1C PDZRN4 PELO PGRMC1 PHF6 PIK3CD PIK3R1 PKP4 PLAGL2 PLCB1 PLEKHA5 PLEKHS1 PLP2 PNOC POFUT1 POP7 POU3F1 POU3F3 PPP1R14C PPP1R3A PPP2R5A PPP2R5E PPP6R3 PRDM1 PRKAG1 PRR11 PTPRD R3HDM2 RAD51AP1 RALYL RAPH1 RASGRF1 RBM14 RBM39 RBM47 RGS3 RGS8 RIPK4 ROR1 RORB RPS14 RSF1 RTL9 RUNX1 RUNX1T1 RYR1 S100PBP S1PR1 SATB1 SEC24D SEMA3A SERTAD1 SFRP2 SH2D4A SHOX2 SKA2 SLC24A2 SLC2A12 SLC33A1 SLC39A12 SLC5A3 SMARCA2 SMIM14 SMURF2 SORBS2 SOX10 SOX14 SOX2 SOX5 SP4 SPINK5 SRSF6 ST13P4 ST13P5 ST6GALNAC5 STAG2 STARD13 STC2 SYTL2 TAB2 TAL1 TBX2 TCF12 TFDP2 TFEC TGM4 THRB THSD4 TMOD4 TMTC2 TNMD TNR TOB1 TPCN2 TPM2 TPPP3 TRIM68 TSC22D2 TSHZ2 TSHZ3 TTC29 TYRO3 UBR5 UGGT1 VAX1 VEZF1 VGLL4 WDTC1 WEE1 WNT2B WNT5A ZBTB37 ZBTB9 ZFPM2 ZHX2 ZIC2 ZIC3 ZMYND8 ZNF148 ZNF277 ZNF521 ZNF638 ZNF641 ZNF768 YNTTTNNNANGCARM_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YNTTTNNNANGCARM_UNKNOWN ADAMTS5 B3GNT7 C1S CACNA1C CADM1 CCDC14 CD93 CDK19 CDX2 CLIP1 CLUH CNN3 CSRNP3 DCX DDX17 DMD DNAH5 ELAVL2 ETV5 ETV6 EVX1 EYA1 FGD4 FGF12 FGF14 FGF6 FOXG1 GABRA1 GABRG1 GCDH GNAI1 GPM6A GPR158 GRK5 HCRTR2 HOXB6 HOXC4 HOXC5 HPSE2 IL10 KCNA2 KCTD12 KIF13A KLHL5 KRT222 LDB2 LEMD2 LINC00310 LRRTM1 MAFB MARCHF1 MSX2 MYBPC1 MYO18A NECTIN1 NRF1 NRK OMG PDE4D PLD5 PLEKHA6 SFRP2 SMPX SRRM4 SYNPR TLL2 TMSB4XP4 VAX1 VDR VWA1 ZEB2 ZNF385B YRCCAKNNGNCGC_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YRCCAKNNGNCGC_UNKNOWN AARS2 ACBD4 ADGRB2 AGO1 BHLHE22 CAMTA2 CDK5R2 CHN2 CLDN1 CRBN DCTPP1 DHCR24 DLL4 DNAJC11 DNAJC22 DUSP10 DYNLL1 ELAPOR1 EVA1C FBXO5 FLNA FRS3 FUCA1 FZD5 GAD1 GADD45B GNAS GRIK3 GRIN2A HCRTR1 HES1 HHEX HOXA2 HOXA6 HR KAZALD1 KCNB2 KIF1B LHX2 MAG MAGIX MYCL NOL11 NOP53 NR6A1 PATZ1 PEX5L PIGO POU2F1 PRICKLE4 PSIP1 PTGES3 PTPRE PTPRF RAB3IP RASAL2 RND2 SCAF8 SGIP1 SRSF6 SYT6 TCERG1L TSC22D3 UBE2D3 WNT1 ZNF341 YRTCANNRCGC_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YRTCANNRCGC_UNKNOWN APPBP2 ARIH1 BAHD1 CCDC25 CDKAL1 CPZ DHX40 DNAJA2 DPYSL2 ELOVL5 ERC1 FAM98B FLNC FOXP2 GNAO1 GNB1 GPM6B GRM7 ICE2 KLHL34 KRTCAP2 LEMD2 MAML3 MIR22HG MLEC MMD NARS2 NCAM1 NCDN NDEL1 NR2E1 OSR1 PARD6A PDPR PELP1 PFKFB3 PITPNB PITPNM1 PPHLN1 PPP2CA PTPN2 RASGRF1 RNF38 SLC25A12 SLC25A28 SLC6A15 SMARCAD1 SRRM2 STYX SULT4A1 SUV39H2 TACC1 TMEM165 TRIM46 TSC22D2 UBE2H UBE2S UCHL1 VGLL2 WDR81 XRCC6 ZBTB37 ZCRB1 ZFAND5 YTAATTAA_LHX3_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YTAATTAA_LHX3_01 ADAM11 ADAMTS10 ADD3 ALKBH5 APPL2 ARHGAP44 ARHGEF10L ARID3B ATXN7L1 BACE2 BAZ1A BHLHE41 BLMH BMAL1 BNC2 C1orf122 CALN1 CD36 CDH10 CDYL CGA CHST8 CLK2 CLRN1 COL12A1 CYLD DHX38 DIXDC1 DLC1 DLL4 DMD DMRTA1 DPH1 DSPP EDA EDC4 ELF4 ELMO1 ELP4 EN1 ETNK1 FAM193B FEV FIGN FIP1L1 FLOT1 FZD10 FZD7 GNA13 GNAO1 H2AZ1 HERPUD2 HESX1 HHIP HOXC12 HOXC4 HRK IER3 IMMP1L INPPL1 IRX4 IRX5 IRX6 ITGA8 ITPR3 JDP2 JHY KALRN KAT6B KCNK2 KCTD15 KLF14 KRT23 LBX1 LDB2 LEMD1 LMO3 LMO4 LMX1A LRFN5 LRRC15 LRRC4 LRRTM1 LUC7L3 MAB21L1 MAP1B MARCKS MBNL1 MID1 MLLT10 MMP27 MOSMO MS4A1 MTSS1 MYF6 MYT1 NABP2 NDST4 NEO1 NFYA NKX6-1 NLGN2 NOTCH2 NOTCH2NLA NOVA1 NPR3 NREP NRL OARD1 OPRM1 OSBPL8 OSR2 PACSIN3 PAX3 PCNT PDZRN4 PECR PIK3R3 PITPNC1 PPM1E PPP1R1B PRDM1 PRDM8 PRKAB1 PRKAR2A PROK2 PRR34 PRRX1 PURA RAPGEFL1 RAX RGS8 RORA RORB RPA2 RREB1 RTCB RTN4RL1 RUNX1T1 SALL3 SEMA3A SEMA5B SEZ6L SH3BGRL2 SHOX2 SLC24A2 SLC6A5 SLITRK2 SMAD6 SOBP SOHLH2 SP8 SRPK2 SRSF7 SSBP3 SSPN ST8SIA3 STX7 SUCLG2 SULF1 SULF2 SYTL5 TAAR5 TAL1 TBC1D20 TBR1 TBX19 TECTA TFAP2A TFAP2D TFDP2 TLE4 TMEM169 TMEM178A TMEM179 TMIGD1 TNRC6A TP63 TRIM24 TRPM8 TXNL4B TYR UBR3 VAMP8 WNT7A WNT8B XYLT2 YRDC ZBTB20 ZEB2 ZNF423 ZRSR2 YTAAYNGCT_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YTAAYNGCT_UNKNOWN ACVR1C AMPD3 AMPH APLN ASAH1 ASB7 ASIC3 ATF3 ATP13A4 BCAR3 BMF BNC2 C1orf122 C22orf31 CCKAR CCND2 CD40LG CD72 CDH13 CHMP2B CHRDL1 CHST15 CITED1 CLDN3 CLVS1 CREBZF CREM CSMD3 CSPG4 CSRNP3 CTCF CTNND2 CXCL13 DBP DCTN3 DCX DIO2 DOCK11 EFHD1 EGR2 EIF1 EMC3 EPSTI1 ERO1B FAP FGF17 FGF7 FLRT3 FNBP1L GAD1 GATA3 H2AZ1 H2AZ2 H3-3B HESX1 HHEX HNRNPC HOXB7 HOXB8 HOXC4 HOXC6 HRK HSD11B1 HTR2C IL1RAPL1 INA ITGB3BP KCNIP4 KCNQ5 KLF14 KLHL1 KRT86 LDB2 LIMK2 LINC00305 LINS1 LLGL2 LMO4 LNX1 LOXHD1 LUC7L2 LUC7L3 MAPK8 MEIS2 MEPCE NDUFA4L2 NR6A1 NRXN1 NUDT4 NUP54 ONECUT2 OSR1 OTX1 OTX2 PBX1 PCBP1 PCBP2 PDE6D PEA15 PELI2 PHEX PHYHIP PI15 PLA2R1 PLAGL2 PLPP7 POFUT1 POU5F1 PPARGC1A PPP1R16B PPP2R2B PRDM13 PTCHD1 PTGFR PTGR3 RAB27A RAP2B RBMXL2 RHBDL3 RHOC RPS6KB1 SAMD11 SESN3 SLAIN1 SLC26A7 SLC6A6 SLITRK2 SRSF8 STIM2 SYTL2 TNFSF10 TPI1 TRIM33 TRIM8 TSHZ1 TSHZ2 TYRO3 VAMP3 VLDLR VSTM2A WAPL WNT16 WWC1 YRDC ZBTB18 ZBTB47 ZCWPW1 ZEB2 ZFHX3 ZFP36L1 ZFPM2 ZIC4 ZMYND8 ZNF423 YTATTTTNR_MEF2_02 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YTATTTTNR_MEF2_02 AAK1 ACMSD ACTC1 ACVR2A ADAM11 ADAM23 ADAMTS12 ADAMTS14 ADCYAP1 ADGRB3 ADHFE1 AFF4 AGTPBP1 AICDA AK8 AKAP10 AKIRIN2 AMER1 AMMECR1 ANGPT2 ANGPTL7 ANKRD28 ANKRD44 ANKS1B ANO1 ANP32C ANP32D AQP7 ARAP2 ARHGAP26 ARHGAP36 ARHGEF15 ARHGEF37 ARL6IP5 ARMCX4 ARPC5 ARPC5L ARRDC3 ASB11 ASB15 ASB2 ASB7 ASPH ATL3 ATOH1 ATOH7 ATP2C1 ATP5ME ATP6V1A ATXN1 B3GNT5 BANP BARX2 BCL11A BCL2L11 BCL6 BDNF BHLHE40 BICDL1 BIRC8 BMAL1 BMP7 BMPR2 BOLL BRAF C10orf71 C18orf25 C1orf21 C1orf43 C2CD2L C5orf64 CA7 CACNA2D3 CAPN3 CARMIL1 CARNMT1 CARTPT CASK CASQ1 CASQ2 CAST CAT CCDC14 CCN2 CCND1 CCP110 CD180 CD34 CDC27 CDC42EP3 CDH19 CDK2AP1 CDKL5 CDKN1A CDKN2A CEBPB CELA3A CFAP299 CFAP54 CHD2 CHN1 CIAO1 CITED4 CKM CKMT2 CLASP1 CLDN12 CLDN14 CLEC1B CLIC5 CNBP CNST CNTF CNTLN CNTN2 CNTNAP4 COG6 COL1A2 COL8A1 COPS3 COX6A2 CPA2 CPT1B CRACDL CREB1 CREB5 CRTAP CRYAB CSNK1A1L CSRNP3 CSRP3 CTHRC1 CTNNA1 CTNND1 CTR9 CTSA CTSK CUL3 CUX1 CXCL1 CYLC2 DACT1 DBH DCSTAMP DENND2C DEPP1 DGKB DGKI DIP2B DLG2 DLGAP4 DLL4 DMD DMP1 DMPK DNAJB2 DNAJC3 DOCK8 DOCK8-AS1 DPY19L2P2 DRD3 DSG1 DTNA DTNB DUSP10 DYNC1I1 DZIP1L E2F3 EBF1 EDN1 EEF1A2 EEF1AKMT1 ELAVL4 ELF4 ELMO3 EML4 ENPP1 ENPP2 EPHA3 EPHX4 EPN1 EPN2 ERG ERLIN1 ERO1B ESAM ESRRB ESRRG ETS1 ETV1 EYA1 F13A1 FABP4 FAM107B FAM110D FBXL22 FBXO11 FBXO40 FEZF2 FGF10 FGF12 FGF13 FGF6 FGFBP2 FITM1 FLRT3 FNBP1 FOS FOSB FOXJ3 FOXP1 FOXP2 FRMD4A FRMD5 FXR1 FXYD1 GABRA1 GABRR2 GADD45B GARIN6 GARRE1 GATA4 GBX2 GCAT GLG1 GNAO1 GNAS GNB4 GNG11 GOLT1B GP9 GPER1 GPLD1 GPR158 GPR174 GPR27 GPR34 GPR52 GRIA3 GRIK1 GRIK2 GRIN2B GRIN2D GRK7 GRM8 GTF3C3 GYG1 HAS2 HBP1 HDAC4 HDAC9 HES1 HIPK1 HIPK3 HJV HLX HMBOX1 HMGN2P46 HNF4G HNRNPA0 HNRNPL HOXA10 HOXA2 HOXA3 HOXA5 HOXB5 HOXB6 HOXD4 HPGD HS3ST1 HS3ST5 HS6ST2 HSD11B1 HSF2 HSPB2 IAPP ID2 IER5L IGFBP1 IGSF9B IL10 IL1RAPL1 IL22 IL25 IL6R INO80D INPPL1 INTS9 IP6K2 IPO13 IPO4 IRAK1 ITGA10 ITGA7 ITGBL1 ITSN1 JADE1 JAZF1 JCHAIN JMJD1C JOSD2 JPH2 JSRP1 JUN JUNB KAT6B KCNA3 KCNA7 KCND3 KCNG3 KCNIP2 KCNJ1 KCNJ11 KCNJ9 KCNMB4 KCNN1 KCNN3 KIF13A KLB KLF12 KLF14 KLF15 KLF3 KLF3-AS1 KLF5 KMT2E KRTAP13-1 KRTAP4-5 KTN1 KY KYNU LAMA2 LAMB2 LAT2 LEAP2 LGI1 LHX4 LIFR LINC00310 LINC00472 LINC00474 LINC01089 LINC01555 LIX1 LMNA LMO3 LOX LRCH2 LRP2BP LRP5 LRRC4 LRRC8C LRTM1 LSM14B LYN LYPD1 LZTS2 MAB21L1 MAB21L2 MAFA MAL2 MAML1 MAML3 MAP1A MAP2K5 MAP4K5 MARCHF3 MARK1 MAX MB MBD3L1 MBIP MBNL2 MCF2 MED13 MED24 MEOX2 MGLL MIA2 MID2 MIEF2 MINDY2 MITF MLF1 MLLT3 MLLT6 MMP14 MORC1 MORC4 MOSMO MPG MPP7 MRPS18B MSL2 MSL3 MTMR12 MUSK MXI1 MYH10 MYH6 MYL1 MYL11 MYL2 MYL3 MYL5 MYO9A MYOCD MYOZ2 MYPN NAA50 NAB2 NBEA NCAM1 NCAN NDEL1 NDP NDRG3 NDST2 NEDD4 NEIL3 NEK2 NEURL2 NEXN-AS1 NFAT5 NFIA NFIB NFIX NLK NOL4 NPNT NR3C2 NR4A1 NR6A1 NRDE2 NREP NRIP1 NRP2 NRXN3 NT5C1A NTNG2 NTS OBSCN OFCC1 OMD OMG OPCML ORC4 P2RY12 P4HA1 PABIR3 PACS1 PACSIN3 PALLD PANK1 PARP1 PBX3 PCDH9 PCDHA6 PCDHGA1 PCMTD1 PCNX1 PCSK1 PDCD4 PDGFA PDGFRA PDLIM5 PDZRN4 PEX5 PGAM2 PGAP1 PHEX PHF20L1 PHF3 PHKA2 PHOX2B PI15 PIP4K2B PLAAT1 PLAGL1 PLAGL2 PLCD4 PNMA1 POFUT1 POLR2C PPARA PPARGC1A PPFIA2 PPM1A PPM1B PPM1E PPM1L PPOX PPP1R10 PPP1R16B PPP1R3A PPP2R2A PPP2R3A PPTC7 PRDM1 PRDX5 PRELID3A PRKAA2 PRKAR2B PRMT3 PROKR2 PRRX1 PRUNE1 PSMA8 PTCHD4 PTGR3 PTPN1 PTPN21 PTPN22 PVALB PWWP3B RAB20 RAB21 RAB33A RAG2 RALY RAP2C RASAL2 RASGRF1 RBFOX1 RBM12B RBM14 RECQL RESF1 RETREG1 RFFL RFX3 RFX4 RGL1 RGS1 RHBDL3 RHOQ RIMS2 RNF146 RNF148 RNF17 RNF207 RNF24 RNF43 ROGDI RPH3A RPP21 RRS1 RTL3 RTN4RL1 RWDD3 S100PBP SALL3 SBF2 SCG3 SCML1 SCOC SCUBE3 SDHC SEMA4D SEMA6A SERPINB10 SERPINB7 SESTD1 SGCB SGCD SGCG SH2D1A SH3TC2 SHH SHKBP1 SI SIAH3 SIK2 SIK3 SIPA1 SIPA1L1 SIRPA SIX6 SLC12A1 SLC12A5 SLC12A8 SLC14A1 SLC16A13 SLC25A34 SLC26A6 SLC2A4 SLC30A4 SLC35C2 SLC39A13 SLC44A5 SLC7A8 SLC8A3 SLCO5A1 SLITRK1 SLMAP SLN SMARCA2 SMARCAL1 SMPX SNAP25 SNX7 SOBP SOX1 SOX2 SOX4 SP3 SP4 SP7 SPACA9 SPATA6L SPC25 SPTB SREK1 SSPN SSRP1 ST6GALNAC5 STAC3 STAG2 STARD6 STBD1 STC1 STK26 STRADB SYNE1 SYT4 TBC1D32 TBR1 TCEAL9 TFAP2A TFB1M TFB2M TGFB3 TIMP2 TLE4 TLK1 TLL1 TLR7 TM4SF20 TMEM108 TMEM117 TMEM127 TMEM182 TMEM38A TMEM60 TMEM67 TMEM71 TMEM88 TMOD4 TMPRSS11F TMSB10 TNFSF10 TNFSF13 TNNC1 TNNC2 TNNI1 TNNI2 TNNI3K TNNT1 TNNT2 TOP1 TP63 TPBG TPP2 TRAK2 TRDN TRHR TRIM14 TRIM33 TRIP10 TRMT112 TSC1 TSC22D1 TSSK1B TSSK2 TSSK3 TTN TWIST1 UBALD2 UBE2D1 UBXN10 UNC45B USP13 USP2 USP25 USP28 VAMP3 VANGL1 VPS45 VXN WAC WFDC1 WIPI1 XIRP1 XK YARS1 YJEFN3 YWHAG ZBTB18 ZBTB37 ZC3H11A ZDHHC22 ZDHHC5 ZFAND5 ZFHX3 ZFPM2 ZHX2 ZIC5 ZNF281 ZNF35 ZNF362 ZNF385B ZNF516-DT ZNFX1 ZRSR2 ZSCAN20 YTCCCRNNAGGY_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YTCCCRNNAGGY_UNKNOWN ADAM11 APBA3 APH1A ATL2 ATL3 BACH2 BCAS3 BTBD1 CACFD1 CCDC120 CCT8 CDK9 CERT1 CLEC18C COQ10A ERO1B FASTK FBXL19-AS1 FLOT1 GRWD1 GSC GSPT1 GTF3C2 GTPBP8 HACE1 HOXD8 HS6ST2 IER3 IL17RC IRF2BP1 KCNJ13 LEFTY2 LUC7L3 MIB2 MITF MRPL54 NSD3 NTN3 ORMDL3 OSM PABPC1 PACRG PCDH11X PCDH11Y PHLPP1 POLK POLR1B PPP2R3A PRKN PTPN23 RANBP3 RDH12 RPS6KB2 RUNX3 SAMM50 SEPTIN10 SKP2 SLC9A1 SNAPC3 SNX27 SOWAHC ST3GAL1 TBX6 TCEAL1 TDG TFAP4 TGFB3 UBE2V1 WBP2 WNK1 ZC4H2 ZDHHC15 ZNF485 ZW10 YTTCCNNNGGAMR_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YTTCCNNNGGAMR_UNKNOWN ADCY2 AP1B1 APBA1 ARID4A ATP13A2 C1orf122 CAPZA1 CCDC25 CPEB4 DALRD3 DCDC1 DDIAS DNAJB1 DNAJC13 DNAJC24 ESRRG EXD2 FURIN GRHL3 HSD3B7 IL2RG IPO4 IRX2 IRX2-DT JAG1 LINC01565 LRRTM1 MTF1 MYH10 MYO18A NDUFAF3 NR1D1 NSD2 PCDH12 PPFIA2 PPME1 PRCP PRPF18 RPL41 SCARF1 SIRT6 SMUG1 SNCAIP SOX10 SPP2 SSBP3 ST7L TAOK1 TOPBP1 TUFM YRDC ZC3H10 YWATTWNNRGCT_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YWATTWNNRGCT_UNKNOWN AMPD1 AP1S2 ARL4C ASAP1 ATF3 ATP1A2 BHLHE22 BMAL1 CA4 CACNA2D3 CHD4 CMTM4 CMTR2 COX14 CPEB4 CSRP3 CTNND2 CUL3 CYTH3 DDX17 DMD ELP4 FBXO36 GNAO1 GNAT2 GSC HDAC9 HEY1 HOXC5 IMMP1L ITGA10 KLF14 LINC01089 LZTS2 MAP2 MYOZ3 MYPN NEUROG1 NFKBIA NR4A1 PBX2 PCDH18 PIK3R3 PNOC POC1B PRDM1 PRRX1 PSMA8 PSMC3IP PTCH1 PTPN1 RARB RASGRF1 RBFOX1 REEP3 SKIDA1 SLC1A7 SMAD5 SMPX SNAP25 SND1-IT1 SPTSSA TANK TLK2 TSC22D1 TSHZ3 VLDLR ZDHHC8 ZFHX3 ZMIZ1 ZNF516-DT YY1_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YY1_01 ACTG2 ACTN1 ACVR2A ADK ADNP AKAP8L AKIRIN2 ANKRD17 AP1G1 ARFGEF1 ARMCX3 ASH1L ATP10B ATP5MC2 ATP6V0B BEX3 BNC2 BPTF C5 CABCOCO1 CACNA2D3 CACNB2 CALD1 CALHM4 CASQ1 CASQ2 CAST CBX4 CCDC25 CCN1 CCR3 CCSER2 CD3E CD4 CD68 CDH10 CDH20 CDH6 CDKL5 CEP135 CHCHD7 CHD2 CHM CLVS1 CREM CRMA CSDE1 CTCF CTDSP1 CUTA CXADR DAP3 DDAH1 DDX39B DDX3X DDX6 DIDO1 DLG3 DLX1 DNAJB4 DNASE2B DPAGT1 DSTN DUSP10 DUSP7 DYNC2I2 E2F3 ECEL1 EGR2 EGR3 EML4 EN1 EPC1 EPS8L1 FAF1 FAM117A FAM193B FBXW11 FBXW7 FHL3 FLRT3 FOS FOXP2 FSIP2 FUS GABRA1 GBF1 GFRA3 GNAI2 GPBP1 GPR162 GRIK2 GRIN2B GTF2A1 GTF3C2 HAPSTR1 HIC2 HMGB2 HNRNPC HOXC10 HOXD10 ID1 IL17B ING4 INPPL1 IP6K2 IST1 KBTBD8 KCNT2 KIF1B KIRREL2 KIT KLHL23 KMT2E KRTAP13-2 LCP2 LHX9 LUC7L2 LUC7L3 MAP3K20 MAP4K5 MATR3 MED24 MIR1-1HG MIR503HG MLIP MYF5 MYH11 MYL1 MYO18A MYO1E NAT8L NCAM2 NCDN NETO1 NFE2L1 NLN NPAS4 NR2C2 NRAS OPRM1 PAFAH1B1 PBX3 PCBP4 PCF11 PCYT2 PDE4D PDZRN4 PEX7 PFN2 PHF12 PHF6 PHF8 PHOX2B PLAG1 PLXNB1 POPDC2 PPP2R2A PPP2R2B PPP2R5C PRDM10 PRICKLE3 PRIMA1 PRKAB2 PRKACA PRKAG1 PRM1 PRR34 PTBP3 PTGR3 PWWP2B RAB1A RAB1B RAB22A RAB8B RALGDS RBM39 RBM4B RBMS1 RBMX RELA RGS12 RGSL1 RHOA RHOJ RNF43 RNF44 RPIA SCML4 SCN3A SEC23B SELENOT SETD2 SGTB SIAH3 SLC25A13 SLC25A4 SNAP25 SNX13 SOBP SOX14 SPRY4 SRF SRGAP2 SRRM2 SRSF2 SRSF3 SSH2 STAG1 STRIP1 SYNCRIP TAFAZZIN TAL2 TAOK2 TCF4 TCTA TENM1 TFAP4 TLE3 TLK2 TMEM69 TNR TPM1 TPM3 TRAF3 TSPAN13 TSSK1B TSSK3 TTLL11 UBE3A UBE4B UBR3 VSNL1 WNT3 WTAP YPEL3 YWHAE YY1AP1 ZEB2 ZFP91 ZNF41 ZNF547 ZNF644 ZNF646 ZNF654 ZNF668 ZNF687 ZNF688 ZNF711 ZNF747 ZPBP2 ZZZ3 YY1_02 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YY1_02 ABCE1 ABHD1 ACTR8 ADK ADNP ADO AIP AKT1S1 ANAPC10 AP1G1 AP3D1 AP4S1 ARCN1 ARF1 ARID4A ASB2 ASH1L ASXL2 ATE1 ATP5PB B3GALT6 BAD BCL11B BCL2L1 BCL2L13 BRSK2 BTF3 C19orf48P C21orf58 C9orf163 CAMLG CCDC186 CCDC71 CCND1 CCNK CDKN2C CERT1 CHCHD10 CHD4 CHTOP CLVS1 CNNM1 CNOT3 CNPY4 CSAD CSDE1 CTCF CYB5D2 DAP3 DDX6 DEAF1 DENND4A DEPTOR DGCR2 DHX15 DNAJC22 DYRK1B DZIP1 E2F6 EEF2 EFCAB2 EIF4G1 ENOX1 ENSA EP300 EPC1 ERH EXOC6 EXT1 FAM120C FAM193B FAM222B FASTK FBXL19-AS1 FBXO9 FIZ1 FKRP FNDC7 FOXO3 FUT10 FZD8 GAPDH GBF1 GIGYF2 GLG1 GNAO1 GPATCH4 GTF2A1 GTF3C2 H1-0 HIC2 HMGXB4 HOXA2 HSPA8 IER2 INO80D ISCU IWS1 JTB KDM2A KDM6A KERA KIAA1143 KIF15 KLF7 KMT2E LSM14A LUC7L3 LYPLA2 MAEA MAP3K4 MARK3 MECOM MGAT4B MGAT4C MIOS MORF4L2 MPDU1 MRPL1 MRPL49 MTFP1 MTMR2 MYNN N4BP2L2 NACA NASP NAT8L NCDN NCOR1 NDRG3 NFYC NTRK3 NUDT3 ODAD3 ODF2 OSBPL11 PATZ1 PBX3 PCBP4 PCF11 PCIF1 PCNT PEG3 PHC3 PIAS3 PIGL PIGV POLK POLR3E POU2F1 PPP1R12B PPP2CA PRDM10 PRKCSH PRPF38B PRRC2C PSMD8 PTBP2 PUM1 PYY PYY2 RAB10 RAB1A RAB1B RABL6 RAD21 RALA RASGRP2 RASL11B RBM15B RBM26 RBM39 REXO1 RIF1 RNF26 RPL30 RPL35A RPRD2 RUFY1 SART3 SCRN1 SELENOM SELENOT SEPTIN7 SERBP1 SHKBP1 SLC39A9 SLITRK5 SMCR8 SMYD5 SNAP25 SNRNP35 SNX13 SPCS2 SRSF3 ST20-AS1 STRN3 STRN4 STX10 SYNGR1 TAF6 TAPT1 TAPT1-AS1 TBC1D14 TBC1D17 TCF4 TET2 TFAP4 THAP1 TIA1 TMEM187 TMEM80 TNKS2 TOMM40L TOP3A TPGS2 TRA2B TSC1 TUBA1A TUG1 UBA52 UBE2J2 UBL3 UBR5 UBTF UBXN11 UPF3B USF1 VASP VEZF1 WASL WDR13 WDR77 WSB1 YWHAE YY1AP1 ZBTB22 ZBTB40 ZC3H11A ZFAT ZFP37 ZFX ZFY ZIC3 ZIM2 ZNF207 ZNF524 ZNF638 ZNF689 ZZEF1 ZZZ3 YY1_Q6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YY1_Q6 ABHD1 ADGRL1 ADK ADO ALG12 ANGPTL5 AP3D1 APBB1 ARCN1 ARF1 ARMC8 ARNT ASH1L ATF1 ATF4 ATP13A1 ATP5F1A ATP5MC2 ATP5PB ATP5PD B3GALT6 BAMBI BCL11A BOP1 BRCA2 BTF3 BTRC C21orf58 C9orf163 CACNB2 CAMKMT CASC3 CCDC174 CCDC186 CCDC6 CCDC71L CCNB1IP1 CCND1 CCNK CELSR3 CHFR CHTOP CLK2 CNOT3 CNPY4 CPEB4 CRELD2 CSNK1A1 CYB5D2 DAP3 DDX23 DDX6 DENND4A DEPTOR DGCR2 DOLK DSCAM DUSP26 DYNC1H1 DYNC2I2 DZIP1 ECH1 EEF1A1 EIF4A1 EIF5 ELAVL4 EMC6 EMSY ENOX1 ENSA EP300 EPC1 ETV1 EXOC6 FBXL19-AS1 FIZ1 FKRP FOXO3 FUZ FZD8 GBF1 GIGYF2 GIT2 GTPBP1 HIC2 HIF1A HMGB3 HMGXB4 HNRNPH3 HOXC4 HOXC6 HSF1 IER2 IRAK1 KDM6A KIAA1143 KIF15 KMT2E LRRC41 LYPLA2 MAEA MAP3K4 MAPT MARK3 MGME1 MIOS MNT MORF4L2 MORN4 MPDU1 MTF2 MTFP1 MYNN N4BP2L2 NACA NAPEPLD NASP NCDN NCOR1 NDRG3 NFYC ODAD3 OSBPL11 PAGR1 PATZ1 PBX3 PCBP4 PCIF1 PCNT PEG3 PFN2 PIAS3 PIGL PIGV PMF1 PNRC2 POGLUT1 POLR2A POU2F1 PPP1R12B PPP1R15B PPP4R3B PREPL PRKCSH PRPF38B PRRC2C PSMB5 PTBP1 PTMA PUM1 PYM1 RAB22A RAB28 RAB5A RABL6 RAD21 RALA RBFOX1 RBM14 RBM15B RBM3 RCC1L RECK REXO1 RIF1 RIMS1 RNF26 RPL35A RPN1 RPP25L RPRD1A RPRD1B RPS8 RXRB SCYL3 SEPTIN7 SERBP1 SETD3 SF3A1 SFPQ SLC25A19 SLC26A6 SLC39A7 SMCR8 SMYD5 SNAP25 SNRPN SNURF SNX13 SNX5 SPCS2 STRN4 STX10 SYT11 SZRD1 TAF6 TARDBP TAX1BP3 TBC1D14 TCF4 TET2 TGM5 THAP1 TIA1 TIAL1 TJAP1 TMEM187 TMEM69 TNKS2 TOMM40L TOP3A TPGS2 TRA2A TRA2B TRIM8 TSC1 TTI1 TUG1 TXNDC12 UBA1 UBE2J2 UBE2W UBE3A UBE4B UBIAD1 UBXN11 UPF3B UQCRH USF1 UTP4 VAX1 WDR13 WDR77 WIPI2 YBX1 YY1 YY1AP1 ZBTB22 ZBTB4 ZBTB40 ZC3H11A ZC3HC1 ZDHHC5 ZFP37 ZFX ZFY ZIM2 ZNF335 ZNF41 ZNF524 ZZEF1 YYCATTCAWW_UNKNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YYCATTCAWW_UNKNOWN AAK1 ACVR2A ADNP AGTR2 ANGPT2 ANK3 AP1B1 ASIC2 ATF3 ATF7IP ATP5MC1 AZIN1 B3GNT6 BASP1 BMP7 BRINP3 BRMS1 CALM1 CASK CBARP CCN1 CCND1 CCSER2 CDC14A CDC40 CDC7 CEP95 CHD2 CHD6 CKB CLTC CORO1A COX8A CPS1 CRYBG2 DAAM1 DCLK1 DDA1 DDR2 DDX5 DIO2 DLEU1 DLEU2 DLX1 DMD DNAJB5 DNAJC22 DNM1L DPF1 DPY19L3 DUSP4 E2F3 EBAG9 EEF1G EFEMP2 EIF4E ELOVL6 EMID1 EP300 EPHB2 EPO ERBB4 ETS2 ETV4 ETV5 EVI5L FAM172A FGFR3 FILIP1 FLI1 FOSB FOSL1 FOXD3 FOXG1 FYN GABRA1 GALE GAP43 GCLC GDPD5 GGN GOLT1B GPM6A GPR3 GRHL3 HCRTR1 HOXB7 HTT ID1 IGF1R IGF2BP3 INHBA KATNB1 KCNB2 KCNQ5 KLF12 KRTAP13-2 LAMA1 LANCL3 LGALS3 LIF LMNB1 LOXL4 LRP8 MAFF MCC MED12L MFSD2A MXI1 MYH2 MYO1C MYO9A NAA15 NCS1 NEDD4 NEUROD6 NF2 NFIA NR4A3 NRK NUP98 P4HA1 PAPPA PDE4B PGM3 PIP4K2B PLA2G3 PLCB2 PLPP3 PPA1 PPM1A PRKAR2B PRSS27 PTPN11 RAB30 RAB35 RAB5C RANBP1 RAPH1 RBPJ RECQL RFX4 RGS3 RHEBL1 RUNX1 RWDD2A SALL3 SAPCD2 SCG2 SCG3 SCN3A SENP8 SHISA6 SKAP1 SLC26A7 SMAP2 SMARCA4 SNRNP40 SP4 SPRY4 SPRYD3 TCF15 TIAL1 TMEM256 TMEM59L TNFSF11 TOB1 TOMM40 TP63 TPM3 TRIB2 TRMT2A TSC1 TSPAN13 TUBA1A UBALD2 UBE2E1 UBE2N UBE2S USP10 USP14 USP7 VAX1 VCAN VDAC2 WASF1 XPO1 ZBTB17 ZCCHC17 ZDHHC21 ZNF646 ZNF668 ZF5_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZF5_01 ABCC8 ADM ADO AEBP2 AJUBA ALX4 ANKRD13A APBB1 APH1A ARHGAP44 ARHGEF12 ARHGEF7 ARID4A ASIC1 ASPHD1 ATP10A ATP13A1 B4GALT2 BCL7A BCL7C BICDL1 BMI1 BNIP2 BRSK2 BTRC C11orf68 C17orf58 C1orf21 CA10 CACNA1A CALM1 CAP1 CCNE1 CDC42BPB CDK2AP1 CELF4 CMPK1 CORO1C CPSF7 CRY1 CTCF DCLK1 DDAH1 DDIT3 DDX23 DLST DNM2 DRAP1 DSCAML1 EFNB2 EIF3A EIF4A1 ELAVL1 ELAVL3 FAM13C FHIP1B FKBP2 FLI1 FOSL1 FOXD3 FRAT1 FUT8 FXR2 GADD45B GFER GJB6 GNB1 GPRC5C GRIK3 GRIN2B HCN4 HEXIM2 HIF1A HIPK1 HNRNPUL1 HOMER3 HPCA HS2ST1 HS3ST3B1 HS6ST3 HSD11B1L IGF2BP1 ILK IRX5 ITGA3 ITPKA JUNB KCNC1 KCND3 KCNH5 KCTD12 KCTD15 KDM2A KIF1B KIF2C KIRREL3 KLC2 KLF13 KPNB1 LAMP1 LBX1 LIMD2 LIPT2-AS1 LRFN5 LRP8 LRRC41 LSM4 LZTS2 MAF MAP3K3 MAX MAZ MEX3B MICOS13 MLLT6 MMP15 MPZL1 MSI1 MYCBP NCAPD3 NEURL1 NFATC1 NFATC4 NGFR NIN NKX2-8 NR2F2 NR4A1 NSF NTN1 NUTF2 NXPH4 PA2G4 PABPC4 PAK1 PCGF5 PCLAF PHC2 PHF12 PHF23 PHOX2A PIANP PICALM PLXNC1 POU3F1 POU4F1 PPIE PPM1D PPP1CC PRDM16 PRIMA1 PTBP1 PTGR3 RAB31 RAB35 RAPGEFL1 RASGEF1A RASGRF1 RBBP4 RBM26 RGS7 RHOG RLF RNF10 RNF125 RNF19B RPL41 RRAGC RRP8 SALL1 SCUBE2 SDHAF2 SEC14L1 SELENOF SEMA7A SENP1 SENP3 SEZ6 SHF SLC25A33 SLC35C1 SMARCD1 SMPD3 SMTNL2 SORCS3 SORL1 SPAG9 SPRED1 SPTSSA SSBP4 ST3GAL2 ST8SIA2 STARD13 STAT5B STMN1 SUMO2 SYT12 SYT7 TAL1 TAOK2 TBX2 TGIF1 TLE3 TLK2 TLX1 TM9SF3 TMEM126B TMEM132E TMEM132E-DT TMOD2 TNPO2 TPM1 TPP2 TRIM8 TRPM7 UBALD2 UBE2N UBE4B UBTF UQCRH USP48 UTP18 VPS26A VPS26B WNT1 WNT11 XYLT2 YTHDF2 ZBTB7A ZBTB8OS ZC3H10 ZDHHC5 ZIC2 ZNF232 ZNF362 ZNF521 ZNRF1 ZF5_B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZF5_B ABCA2 ABLIM3 ADGRL2 ADRA2C AFG3L1P AKT2 ANAPC13 ANKRD35 ANKS1A AP5B1 ASIC1 B4GALT2 BABAM2 BAHD1 BCL2L1 BCL7A BHLHE40 C8orf82 CA7 CACNG7 CBX2 CBX6 CDK5 CDK9 CDKN2C CDON CENPBD1P CEP63 CIDEB CLDN11 CLOCK COL11A2 CPNE1 CPSF7 CREBZF CRTAC1 CUL5 CYP26A1 CYRIB DDIT3 DDX1 DENND6A DGKZ DIAPH1 DLL4 DLX5 DNAJC22 DPEP3 DST EBAG9 EFNA4 EFS EIF2B4 ELAVL3 EN1 ENHO EPB41L4B EPC1 ETF1 FAF1 FAP FBXL19 FGF12 FGF13 FGFR3 FLT4 FMR1 FOXA2 FUT8 GABRA3 GAP43 GCLC GEN1 GFRA1 GNRHR2 GON4L GPHN GRHL2 GRIK3 GRIN3A H1-10 HHIP HNRNPD HOOK2 HR HTATSF1 IGF2BP1 IGF2BP3 INSM1 ITPR3 JADE2 JUNB JUP KCNAB3 KCNH4 KCTD4 KDM1A KIF7 LGI3 LHX2 LINC02908 LMF2 LSM5 MACROH2A2 MAGIX MAPRE1 MARCKS MAT2A MAZ MBLAC2 MECP2 MEIS2 METTL16 MRPS5 MT3 MTHFD2 MTMR3 MTMR4 MYCL NAT8L NAV2 NCAPH2 NCOA2 NCOA5 NCOA6 NDUFA4 NEURL1 NEUROG1 NF2 NFYC NHS NLGN3 NLK NR2E1 NR2F6 NRG2 NRXN1 NUDT16L1 NYAP1 OAZ2 OBI1 OPA3 OTX1 PATZ1 PCDHGC3 PDE10A PDGFB PDIK1L PEX11B PGM2L1 PITX2 PITX3 PKN2 PLCB1 PLXNC1 POLE4 POLR3G PORCN POU3F3 POU4F1 POU4F3 PPA2 PPM1A PPP3CA PRKAR2A PRR14 PRR16 PRR7 PRRG1 PSD PSMD2 PTPRG QRICH1 RAB10 RALB RAPGEFL1 RASGRP1 RBKS RBM10 RBM14 RBPMS RFX4 RHBDF1 RHEBL1 RNF125 RNF207 RORA RPS6KA2 SCAF8 SCRT2 SDHAF2 SEMA6A SH3BP4 SLC12A5 SLC26A10P SLC4A2 SLC6A7 SLC9A7 SNX17 SPEN SRCIN1 SREBF2 SSH2 STIM1 STMN1 SV2B SYNCRIP SYT7 TAF11 TAOK2 TBC1D20 TFAP4 THOC1 THRA TIGD2 TIGD3 TLE3 TMEM135 TMEM145 TRA2B TRIB2 TRIM33 TRMT9B TSPAN7 UTP18 VCP VEGFA WDR1 WNT4 WNT5A XYLT2 ZBTB17 ZBTB5 ZDHHC15 ZFP91 ZIC2 ZNF398 ZNF410 ZNF646 ZNF668 ZNF703 ZNF804B ZNF827 ZIC1_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZIC1_01 ABHD8 ACSL4 AEBP2 ANKRD13A AP1S2 ARHGAP45 ARHGEF17 ARL5B ASB7 ATL1 ATP2B4 ATP6V0A4 ATXN7L1 BAHD1 BCL6 BCOR BMPR2 BTG1 C20orf173 CA10 CA14 CACNG3 CASKIN2 CBLN1 CCDC102A CCDC106 CCDC71L CCDC88A CCNYL1 CDK18 CDK6 CDKN1B CERCAM CGGBP1 CILP2 COL7A1 CPEB3 CPNE1 CRB2 CRYAB CTDSPL2 CTNNA3 CTNND1 CTNND2 CTTNBP2NL CUEDC1 CXXC5 CYB561D1 CYP26A1 CYP26B1 DCTN1 DCTN3 DEF8 DGKH DHX30 DLL4 DMTF1 DNAJB5 DQX1 DRD1 DSG1 DUSP11 DVL2 DYNLL1 EFEMP2 EFNA4 EIF4G1 EIF5A ERBB3 ERBB4 ETV6 EYA4 FADS3 FAM110D FAM83H FANCD2 FASTK FCGR3A FCGR3B FES FGF10 FMNL2 FRAS1 FSTL3 FUT2 GABRG2 GATA6 GEMIN4 GHR GIGYF2 GIT1 GJB1 GLI1 GNAO1 GNL3LP1 GRIN2D HCST HELZ2 HEXIM2 HNRNPD HOXA10 HOXA7 HOXB8 HOXB9 HOXC11 HOXD9 HPCA HSPB2 HYCC1 IL11 IPO13 KANSL3 KAZN KCNA1 KCND1 KCND2 KCNH2 KCNJ14 KCNK10 KDM6A KIF3C KLF12 KLF13 LAMC2 LAT LEF1 LGI1 LINC00649 LINC01312 LINS1 LMAN2L LMNA LRP1 LRP8 MAEA MAF MAGED1 MAML3 MAP1A MAP1B MARCHF5 MBNL1 MCRS1 METTL4 MID1IP1 MIR22HG MRPS18B MSL2 MTUS1 MYOC NDUFA4L2 NEGR1 NELL2 NFKBID NFYA NKX2-2 NKX2-8 NLGN2 NLGN3 NOL4 NOTCH1 NRG1 NTN1 NTN3 NXPH3 OARD1 OSTC OVOL1 P2RX1 PACSIN1 PAGR1 PAK4 PCBP4 PCDHGA2 PDGFB PGF PHEX PHF12 PI4KB PICALM PLA2G3 PLXDC2 PMP22 POU2F1 PPP1R10 PRAF2 PRDM10 PRDX5 PRMT1 PSME3IP1 PTCH1 PTCH2 PTGR3 PTK7 PTPN1 RAB11A RAB1B RALY RBM12 RCOR2 RGS14 RHO RORA RRM1 RSPRY1 RTL9 S100A4 SALL1 SAMD12 SAP130 SCGB3A1 SEMA3B SH3BP1 SHISA6 SIPA1 SLC38A3 SLC4A1 SLC4A2 SLIT3 SPRY4 STAR SUPT16H SZT2 TAFAZZIN TAOK2 TENM3-AS1 TGIF2 THRAP3 TLK2 TMEM126B TMEM151A TMEM255A TPM2 TRAF3IP2 TRAF4 TRERF1 TRMT112 TSC22D4 TTC16 TUFM TUG1 TYRP1 UBE2R2 UCHL3 UNC5C USP21 USP49 USP51 UTP18 VEGFA WDR13 WDR81 WNT10B WNT8B YARS1 YWHAG ZDHHC12 ZFHX3 ZMYM2 ZMYM3 ZMYND11 ZNF318 ZNF362 ZNF384 ZNF503 ZNF654 ZIC2_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZIC2_01 AAMDC ABR ADAMTS1 ALKBH6 AMDHD2 AMMECR1L ANKRD13B ASB15 ATP2C1 BAG6 BARHL1 BAZ2A BBS1 BDNF BECN1 C9orf24 CA10 CA3 CA9 CADM2 CALB1 CALR CASKIN2 CASZ1 CBX6 CCDC148 CCDC71L CD19 CDK6 CERCAM CHRNB2 CKB CLDN6 CLTC COL27A1 COL7A1 CORO6 CPNE1 CRB2 CRYAB CSDE1 CTNNBIP1 CTNND1 CXXC5 CYP26A1 CYP26B1 DAAM1 DAB1 DACT3 DCTN3 DHRS3 DHX30 DHX40 DLGAP4 DLL4 DNAJB5 DOLPP1 DYNLL1 EBP EDN3 EIF4A1 ERBB3 ETV6 FAM222B FAM91A1 FANCD2 FASTK FAXDC2 FBRS FBXW7 FES FGF12 FGF13 FGF20 FLVCR2 FNBP1 FOXP1 FSTL1 GABRA1 GABRG2 GATA6 GHR GLI1 GNAO1 GNAS GPM6A GPR85 GRIN2D H1-0 HDDC3 HEXIM2 HOXA10 HOXB2 HOXB4 HOXB8 HOXB9 HOXD13 HPCA HPX HR HSPB2 HSPH1 IL11 IL17RC IMPDH1 IRF9 KCNA1 KCNC1 KCND2 KCNJ10 KCNK3 KDM6A KLHL5 LAMC2 LMAN2L LRP1 LRP8 LRRK1 LRRTM1 LRRTM3 LYST MACF1 MAP1A MAP4 MAPK10 MARCHF7 MCRS1 MEA1 MEGF8 MEPCE METTL4 MLLT6 MORF4L1 MPC2 MTUS1 MUSK MYCN NDC80 NDUFA4L2 NELL2 NFYA NIPBL NKX2-2 NKX2-8 NLGN2 NLGN3 NME3 NOG NOL4 NTN3 OARD1 ODAD3 OGG1 OGT ORC4 OSBPL2 PAGR1 PATL1 PCDH10 PCGF2 PDLIM2 PHF12 PHF6 PI16 PI4KB PIM1 PKP4 PLXDC2 PPP1R16B PPP2R5E PRDM10 PRKAG1 PRKCSH PRMT1 PRX PTCH1 PTCH2 PTK7 PTPN1 PURA RAB11A RAB1B RAB22A RAB6B RAC1 RAD52 RARG RASSF2 RBBP6 RBM12 REL RHO RIN1 RNF167 RPS6KA5 RSF1 SCRT2 SDCBP2 SEMA3B SEMA6C SESN2 SFPQ SLC25A11 SLC4A10 SLC5A1 SMOC1 SOX12 SOX15 SYNCRIP TENM1 TENT5A TGIF1 TIMP3 TLCD3B TLK2 TMEM132E TMEM132E-DT TMEM150A TMEM196 TMEM255A TNNC2 TOB2 TP53 TP53BP1 TRAF3IP2 TRERF1 TRIM33 TSC22D4 TSSK2 UBALD2 UBE2A UBE2K UNC45A USP2 UTY VCPIP1 WDR13 WDR82 WRAP53 YARS1 YWHAG ZBTB32 ZCWPW1 ZDHHC15 ZFP36L1 ZMYM3 ZMYND11 ZMYND8 ZNF384 ZNF385A ZNF462 ZNF574 ZIC3_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZIC3_01 ACOT9 ADAMTS1 ANGPTL2 ANKRD13B ANP32A ARHGAP33 ARL5B ASB15 ATP2B4 ATXN7L2 BCL11A BCL2L1 BCL2L2 BCL3 BECN1 CA10 CA14 CA9 CALCB CASZ1 CCDC71L CD160 CDK5R2 CDK6 CETN3 CHST3 CLTC CNTFR COL7A1 CPNE1 CRB2 CRNN CRYAB CTDSP1 CTNND1 CTSK CUEDC1 CXXC5 CYB561D1 CYP26A1 CYP26B1 CYYR1 DCAKD DHRS3 DHX30 DLGAP4 DLL4 DMTN DOCK6 DOK1 DYNLL1 EFEMP2 EFNA4 EPHB1 ERBB3 ESRRG ETV6 EXTL3 FAM110D FAM91A1 FANCD2 FAXDC2 FBRS FBXL20 FES FGF10 FMNL1 FOLR1 FOXA2 FOXP1 FSTL1 FSTL3 GABRA1 GABRA3 GABRG2 GDPD2 GEMIN4 GHR GJB1 GLI1 GNAO1 GNAS GPHB5 GPR173 GPR85 GPRC5C GRIK3 GRIN2D HAS2 HEBP2 HEXIM2 HOOK2 HOXA10 HOXA11 HOXA7 HOXB8 HOXB9 HOXC5 HOXD12 HOXD13 HOXD3 HPCA HS2ST1 HSPB2 HSPB7 IL11 IMPDH1 INKA2 ITPR1 KAT5 KAZN KCND2 KCNH2 KCNK3 KCNK4 KDM6A KIF7 KLHL10 LAMC2 LHX6 LINC01312 LITAF LMNA LOXL3 LRP1 LRP8 LRRTM3 MAEA MAF MAP1A MAP1B MAP4K2 MAP7D1 MAPK10 MARCKSL1 MAST2 MB21D2 MCRS1 MEA1 MEGF8 METTL4 MPZL3 MRGPRF MTUS1 MUSK MYCN MYOC NDC80 NDUFA4L2 NEGR1 NELL2 NFAM1 NFATC4 NFRKB NFYB NHLH1 NKX2-2 NKX2-8 NLGN2 NLGN3 NMT1 NRG1 NRXN1 NT5C3B NTN1 NTN3 NUCKS1 OGT OSBPL2 P2RX1 PAGR1 PAQR6 PAX6 PCBP4 PCDH10 PHF12 PHF21B PHF6 PI4KB PIANP PIGA PIM1 PIP4K2A POU2F1 PPP1R16B PPP1R8 PPRC1 PRDM10 PRDM8 PRMT1 PRR35 PRX PTCH1 PTCH2 PTK7 PTPN14 PURA PYGM RAB11A RAB1B RAC1 RASAL2 RBM12 RBM39 RBMS1 RCOR2 REL RHBDL3 RHO RPS4X SAFB SCN3B SEMA3B SH3BP1 SIPA1 SIX4 SLIT3 SLITRK3 SP6 SPATA20 STAG2 STK35 STX16 SULF1 SYNCRIP TAFAZZIN TAL1 TEAD3 TGIF1 THRA THRAP3 TIMP3 TIMP4 TLK2 TMEM255A TNNC2 TNNI1 TRAF3IP2 TRERF1 TSKU UBE2M UCHL1 VAMP3 WNT10B ZER1 ZFP91 ZMYND11 ZMYND8 ZNF362 ZNF384 ZNF462 ZNF503 ZNF521 ZNF532 ZSWIM8 ZID_01 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZID_01 ABTB2 ACTN3 ACVR2A ADAM12 ADSS2 AFF4 AKAP1 AMOTL1 ANAPC15 ANKH ANXA9 AP2M1 APEX2 ARHGAP44 ATP2A2 ATXN7L2 B4GALT2 BAHD1 BCAM BCAR3 BCS1L BEND6 BICDL1 BPIFB6 BTK C12orf54 C1QTNF6 CA9 CACNG2 CAPNS1 CASZ1 CBLN4 CCDC121 CCDC85B CCNYL1 CDC25A CDK5R1 CDKL5 CEP95 CERS1 CHCT1 CHD2 CHD4 CHMP4B CHRD CIPC CLEC4D CMTM5 CNTLN CNTN1 COMMD10 CREB3 CSDE1 CTCF DACH1 DCHS1 DCLK1 DDIT4L DDR2 DDX5 DHX30 DMD DNAJB5 DOK7 DPF3 DRG1 ELK3 ENPP1 EPB41 ERBB3 ERF ESRRG EVA1B FAM83H FASTK FAU FBXL3 FBXO24 FGFR1 FIS1 FKBP14 FOXP1 GABARAPL2 GALNT17 GCNT3 GDF1 GDPD3 GFI1 GGN GNL3LP1 GPHB5 GPR173 GRIK3 H2AC7 H2BC7 H3C4 HCN4 HIRA HMBOX1 HMGB1 HNRNPUL1 HOXA3 HOXB8 HOXB9 HR HTR1B IRF2BPL ISCU ISL1 ITPR3 JMJD1C KCNE5 KCNK10 KDM6A KPNA4 KRTCAP2 LBX1 LIN28A LRATD1 LRCH4 LRRC49 LTBP1 MAB21L1 MACO1 MANEAL MAP4K5 MARCKS MBNL1 MECP2 MEIS2 MEOX1 METRN MIR17HG MPP3 MPZL2 MRPL24 MRPL40 MRPL49 MSI2 MSTN MTF1 MTMR10 MTMR11 MYH6 MYO10 NELL2 NEURL1 NFYA NGFR NLGN3 NT5C1B NUFIP2 OARD1 ODF2 OTUD7B PA2G4 PAFAH1B1 PAMR1 PAPPA PAX6 PCF11 PDCD10 PGF PHF8 PHLPP1 PHOSPHO1 PHTF1 PIANP PIPOX PKIB PLA2G2F PLAG1 PLEKHA8 PLP1 PLXNA3 PNCK POLG PPP2R2B PPTC7 PRELP PRMT3 PRR34 PRSS36 PSD PSMD8 PTCHD1 RAB2A RAPGEFL1 RB1CC1 RBM15B RBM26 RBPJ RIN2 RNH1 RPS6KA4 RSKR SART3 SAT1 SCRT2 SDF2 SECISBP2L SEMA6C SERINC1 SERPINI1 SESN3 SETBP1 SIAH1 SKIL SLC17A3 SLC35A1 SMDT1 SMTNL2 SNW1 SNX12 SP4 SPAG8 SPINK5 STX1B STXBP6 SUPT16H SUPT6H TAGLN3 TAOK2 TCF4 THAP10 THBS1 THPO THSD4 TIAM1 TLN1 TLX1 TLX3 TMEFF1 TMEM145 TMEM255A TMUB1 TNKS1BP1 TP53BP1 TPGS2 TPRN TRAPPC3 TRIM46 TRIML2 TSC22D3 TSC22D4 TUG1 UBE2N UBE2Z UST VCAN WHRN WNT6 XIRP1 XK XRCC6 YTHDC1 ZBTB33 ZCCHC14 ZDHHC24 ZEB1 ZIC1 ZIC4 ZKSCAN8 ZNF287 ZNF513 ZNF646 ZNF654 ZNF668 ZNF711 GAVISH_3CA_MALIGNANT_METAPROGRAM_10_PROTEIN_MATURATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_MALIGNANT_METAPROGRAM_10_PROTEIN_MATURATION APLP2 APMAP APP ATP6AP1 ATP6AP2 AZGP1 CFI CLU CTSA CTSL DDOST EPCAM EPHX1 EPRS1 GDF15 GGH GRN HEXB HLA-A HLA-C HSP90B1 HSPA5 ITM2B LAMP1 LAMP2 LAPTM4A LGALS3BP LMAN2 LRPAP1 MAGED2 MALAT1 NEAT1 OS9 PDIA3 PDIA4 PDIA6 PIGT PPIB PRDX4 PSAP RPN2 SERPINA1 SERPINE2 SIL1 SLC3A2 SPP1 TIMP1 TM9SF2 TMEM59 TSPAN1 GAVISH_3CA_MALIGNANT_METAPROGRAM_11_TRANSLATION_INITIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_MALIGNANT_METAPROGRAM_11_TRANSLATION_INITIATION ABHD14B AHCY APEX1 C19orf48P CCDC85B CCNB1IP1 CCNG1 CFAP68 EIF2A EIF2S3 EIF3D EIF3E EIF3F EIF3M EIF4B EPB41L4A-AS1 EPRS1 EXOSC5 FBL H2AC25 HSD17B11 IGBP1 IMPDH2 LETMD1 LTA4H LYRM4 MRPL10 MRPL45 MYC NBEAL1 NME1 NOA1 NOB1 OXA1L PAICS PPP1R14B RGS10 RPL22L1 RSL1D1 SLC27A5 SNHG19 SNHG32 SNHG7 SNHG8 SRM TKT TOP1MT ZFAS1 ZNF277 ZNF581 GAVISH_3CA_MALIGNANT_METAPROGRAM_12_EMT_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_MALIGNANT_METAPROGRAM_12_EMT_1 A2M ACTA2 BGN C1R C1S CALD1 CAV1 CCDC80 CCN1 CCN2 COL1A1 COL1A2 COL3A1 COL4A1 COL4A2 COL6A1 COL6A2 COL6A3 CTSK CXCL12 DCN FBLN1 FN1 FSTL1 ID3 IGFBP4 IGFBP5 IGFBP7 LGALS1 LUM MGP MMP2 MYL9 NNMT POSTN PRSS23 RARRES2 SERPING1 SNAI2 SPARC SPARCL1 TAGLN TCF4 TGFBI TIMP1 TIMP3 TPM1 TPM2 TSC22D3 VIM GAVISH_3CA_MALIGNANT_METAPROGRAM_13_EMT_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_MALIGNANT_METAPROGRAM_13_EMT_2 ANXA3 C15orf48 CAV1 CAVIN3 CDA CDKN1A COL17A1 CST6 DCBLD2 EMP3 F3 FLNA FN1 FSTL3 IGFBP6 IGFBP7 IL32 INHBA ITGA3 ITGA6 ITGAV ITGB1 ITGB6 KRT17 KRT7 LAMA3 LAMB3 LAMC2 LGALS1 MMP7 MT2A PDLIM7 PDPN PLAU PLAUR PMEPA1 PRSS23 PTHLH RBP1 RHOD S100A2 SERPINE1 SERPINE2 TGFBI TGM2 THBS1 TNC TNFRSF12A TPM1 VIM GAVISH_3CA_MALIGNANT_METAPROGRAM_14_EMT_3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_MALIGNANT_METAPROGRAM_14_EMT_3 ANXA1 ANXA2 ANXA3 C19orf33 CD24 CKB CLDN4 CLIC1 CRIP1 CRIP2 EMP1 EMP3 EZR FLNA FXYD3 HSPB1 IFI27 IL32 ISG15 KLF6 KRT18 KRT19 KRT7 KRT8 LGALS1 LGALS3 LMNA MDK MMP7 MYADM MYL12A PHLDA2 PLP2 RAB11FIP1 RHOC S100A10 S100A11 S100A14 S100A16 S100A4 S100A6 S100P SH3BGRL3 STMN1 TAGLN2 TM4SF1 TMSB4X TNFRSF12A TUBA1A VIM GAVISH_3CA_MALIGNANT_METAPROGRAM_15_EMT_4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_MALIGNANT_METAPROGRAM_15_EMT_4 ALDH3A1 ANTXR1 ASPN ASS1 BCAM C12orf75 C1R C1S CAV1 CCL2 CD74 COL17A1 CXCL14 DAPL1 DCN DST EGR1 FTH1 GLUL HOPX HTRA1 IFIT3 IFITM1 IGFBP5 KRT15 LTF MOXD1 NCOA7 NFIB NINJ1 NTRK2 PNRC1 SDCBP SELENOP SERPINE2 SERPINF1 SERPINH1 SESN3 SFRP1 SLC47A2 SNAI2 SNHG32 SOCS3 SOX4 SPARC THBS2 TIMP1 TP53AIP1 TSC22D1 TXNIP GAVISH_3CA_MALIGNANT_METAPROGRAM_16_MES_GLIOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_MALIGNANT_METAPROGRAM_16_MES_GLIOMA ACTN1 ADAMTS9-AS2 AKAP12 ANXA1 ANXA2 BCAT1 CADPS CAMK2D CD44 CLIC4 CREB5 CYTOR DIRAS3 EGR1 ELL2 EMP1 F3 FRMD5 GADD45A GAP43 GFAP GNG12 HIVEP3 IGF2BP2 IGFBP3 IGFBP7 IL1RAP JAG1 KLHL4 LMNA LYST METTL7B MIR4435-2HG NAMPT NRP2 PDLIM4 PGM2L1 PLAT RCAN1 S100A16 SAMD4A SCG2 SLC4A7 TNC TNFRSF12A VCL VIM VMP1 WWTR1 ZYX GAVISH_3CA_MALIGNANT_METAPROGRAM_17_INTERFERON_MHC_II_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_MALIGNANT_METAPROGRAM_17_INTERFERON_MHC_II_1 B2M BST2 C1R C1S CD74 CXCL10 GBP1 GBP2 HLA-A HLA-B HLA-C HLA-DMA HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB5 HLA-E HLA-F IFI27 IFI35 IFI44 IFI44L IFI6 IFIT1 IFIT2 IFIT3 IFITM1 IFITM3 ISG15 ISG20 LAP3 MX1 OAS1 PARP14 PARP9 PLAAT4 PLSCR1 PSMB8 PSMB9 SAA1 SOD2 STAT1 TAP1 TNFSF10 TYMP UBE2L6 WARS1 GAVISH_3CA_MALIGNANT_METAPROGRAM_18_INTERFERON_MHC_II_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_MALIGNANT_METAPROGRAM_18_INTERFERON_MHC_II_2 A2M ALDH1A1 ANXA1 ARPC1B C1R C1S C3 CALM2 CD74 CD9 CLU CRYAB CTNNAL1 CTSD DEPP1 DHRS3 EGFL8 GFRA3 GPM6B GPX3 HLA-DMA HLA-DPA1 HLA-DRA HLA-DRB1 HLA-DRB5 IFI6 IFITM2 IFITM3 ISG15 LGALS1 LGALS3BP MMP7 MT1X MT2A NNMT PDK4 PLAT PLP1 PMP22 RARRES2 S100A10 S100B SELENOP SEMA3B SERPING1 TMEM176A TMEM176B TUBA1A UCHL1 WFDC2 GAVISH_3CA_MALIGNANT_METAPROGRAM_19_EPITHELIAL_SENESCENCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_MALIGNANT_METAPROGRAM_19_EPITHELIAL_SENESCENCE AGR2 ANXA1 AQP3 C15orf48 CEACAM5 CEACAM6 CLDN4 CLDN7 CLIC3 CRABP2 CXCL17 DSC2 ELF3 FABP5 GPRC5A IGFBP3 IL1RN KRT13 KRT16 KRT17 KRT6A KRT6B KRT7 LCN2 LY6D LYPD3 MAL2 MALL MUC4 PDZK1IP1 PI3 PRSS22 PSCA S100A7 S100A8 S100A9 S100P SAA1 SERPINB1 SERPINB3 SERPINB4 SLPI SPRR1B SPRR2A SPRR2D SPRR3 SULT2B1 TACSTD2 TSPAN1 WFDC2 GAVISH_3CA_MALIGNANT_METAPROGRAM_1_CELL_CYCLE_G2_M https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_MALIGNANT_METAPROGRAM_1_CELL_CYCLE_G2_M ARL6IP1 ASPM AURKA AURKB BIRC5 CCNA2 CCNB1 CCNB2 CDC20 CDCA3 CDCA8 CDK1 CDKN3 CENPA CENPE CENPF CENPW CKAP2 CKS1B CKS2 DEPDC1 DLGAP5 ECT2 GTSE1 H4C3 HMGB2 HMMR KIF20B KIF23 KIF2C KNSTRN KPNA2 MAD2L1 MKI67 NUF2 NUSAP1 PBK PLK1 PRC1 PTTG1 SMC4 STMN1 TACC3 TOP2A TPX2 TUBA1B UBE2C UBE2S UBE2T ZWINT GAVISH_3CA_MALIGNANT_METAPROGRAM_20_MYC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_MALIGNANT_METAPROGRAM_20_MYC ATP5MC1 BZW2 C1QBP CCT2 CCT5 CMSS1 CYCS DCAF13 DCTPP1 DDX21 DKC1 EBNA1BP2 EIF4EBP1 EIF5A ENO1 FABP5 FKBP4 GNL3 GPATCH4 HSPD1 HSPE1 LDHA LDHB MRPL12 MRPL3 MRTO4 MYC NCL NHP2 NIFK NME1 NOLC1 NOP16 NOP56 NOP58 ODC1 PA2G4 PAICS PHB1 PNO1 PPA1 PRMT1 RAN RANBP1 RUVBL1 SLIRP SNRPD1 SRM TIMM13 TOMM40 GAVISH_3CA_MALIGNANT_METAPROGRAM_21_RESPIRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_MALIGNANT_METAPROGRAM_21_RESPIRATION APRT ATOX1 ATP5F1E ATP5MC1 ATP5ME ATP5MF ATP5MK COA3 COPS9 COX17 COX6B1 COX7B H3-3A LGALS1 LSM7 NDUFA1 NDUFA12 NDUFA3 NDUFA7 NDUFAB1 NDUFB1 NDUFB2 NDUFB4 NDUFB8 NDUFC1 NDUFS5 NDUFS6 NEDD8 NHP2 NME1 NOP10 OST4 PET100 PFDN2 PSMB3 ROMO1 RPL21 RPS21 RPS29 SEC61G SEM1 SLIRP SNRPD2 SNRPF SNRPG TIMM8B TMEM258 UBL5 UQCR10 GAVISH_3CA_MALIGNANT_METAPROGRAM_22_SECRETED_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_MALIGNANT_METAPROGRAM_22_SECRETED_1 ANXA1 AREG ARID5B ARL14 ARL5B BIRC3 CCL2 CCL20 CCN1 CDKN1A CSRNP1 CXCL1 CXCL2 CXCL8 DDX21 DUSP5 EDN1 EMP1 EPHA2 ERRFI1 FHL2 FOSL1 FOSL2 GEM HBEGF ICAM1 IER3 ITPKC KDM6B LIF LUCAT1 MAFF MIDN MLF1 MYADM MYC NAMPT NCOA7 PFKFB3 PHLDA1 PHLDA2 PIM1 PIM3 PLAUR TM4SF1 TNFAIP3 TNFRSF12A TRIB1 ZBTB43 ZC3H12A GAVISH_3CA_MALIGNANT_METAPROGRAM_23_SECRETED_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_MALIGNANT_METAPROGRAM_23_SECRETED_2 AGR2 AKR1C1 BPIFB1 C3 CD24 CD82 CFB CLDN4 CLU CP CTSC CXCL1 CXCL2 CXCL8 ELF3 FAM3D FMO2 GSTA1 IGFBP3 KLK11 KRT19 KYNU LCN2 LTF MDK MMP7 MSMB MUC5B NCOA7 NDRG2 PDZK1IP1 PIGR PRSS23 RARRES1 RDH10 S100A9 SAA1 SAA2 SCGB1A1 SCGB3A1 SERPINF1 SLPI SPINK1 TFF3 TGM2 TNFSF10 TSPAN1 TSPAN8 VMO1 WFDC2 GAVISH_3CA_MALIGNANT_METAPROGRAM_24_CILIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_MALIGNANT_METAPROGRAM_24_CILIA C12orf75 C20orf85 C9orf24 CAPS CAPSL CES1 CETN2 CFAP144 CFAP276 CFAP90 CRIP1 DNAAF1 DNAH5 DNALI1 DPCD DYNLRB2 DYNLT2B EFHC1 FABP6 FAM229B FOXJ1 GSTA1 HOATZ IFT57 IGFBP2 IGFBP7 IQCG KIF9 LRRC23 LRRIQ1 MLF1 MORN2 MRPS31 MS4A8 NUCB2 ODF3B OSCP1 PIERCE1 PIFO PLAC8 PSENEN RSPH1 SLC44A4 SPA17 TPPP3 TSPAN1 TUBA1A WDR54 ZMYND10 GAVISH_3CA_MALIGNANT_METAPROGRAM_25_ASTROCYTES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_MALIGNANT_METAPROGRAM_25_ASTROCYTES AGT AHCYL1 ALDOC APOE AQP4 ATP1A2 ATP1B2 BCAN CD9 CLU CPE CRYAB CST3 EDNRB F3 FABP7 GATM GFAP GJA1 GRAMD2B HEPN1 HEY1 ID1 ID3 ID4 IFITM3 IGFBP7 ITM2C MIR9-1HG MLC1 MT1X MT2A MT3 NDRG2 NTRK2 PLP1 PLTP PMP2 PON2 PSAT1 RAMP1 RASSF4 S100B SCRG1 SLC1A3 SPARC SPARCL1 TTYH1 VIM ZFP36 GAVISH_3CA_MALIGNANT_METAPROGRAM_26_NPC_GLIOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_MALIGNANT_METAPROGRAM_26_NPC_GLIOMA ARL4D BASP1 BEX2 CD24 CRMP1 CXADR DCX DDAH2 DLX5 DLX6-AS1 ELAVL4 ENO2 FNBP1L GAP43 GNG3 GPC2 IGFBPL1 JPT1 KIF5C KLHDC8A MAP1B MEG3 MIAT MLLT11 NNAT NREP NSG1 NSG2 PAK3 PKIA RBFOX2 RBP1 RND3 RTN1 SCG2 SCG3 SNAP25 SOX11 SOX4 STMN1 STMN2 STMN4 SYT1 TAGLN3 TCEAL7 TERF2IP TMEM161B-DT TUBB2A TUBB3 UCHL1 GAVISH_3CA_MALIGNANT_METAPROGRAM_27_OLIGO_PROGENITOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_MALIGNANT_METAPROGRAM_27_OLIGO_PROGENITOR ACAT2 ANGPTL2 APOD ASCL1 BCAN BCAS1 CA10 CNP CNTN1 DHCR7 DLL1 DLL3 FDFT1 FGF12 FIBIN GPR17 HES6 LHFPL3 LIMA1 LMF1 MPZL1 MSMO1 NEU4 NKAIN4 OLIG1 OLIG2 OMG P2RX7 PACC1 PDGFRA PGRMC1 PLP1 PLPPR1 PSAT1 PTGDS RAB33A RGR RTKN SCD5 SCRG1 SERINC5 SGK1 SIRT2 SLC1A1 SMOC1 SOX8 THY1 TNFRSF21 TNR TUBB4A GAVISH_3CA_MALIGNANT_METAPROGRAM_28_OLIGO_NORMAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_MALIGNANT_METAPROGRAM_28_OLIGO_NORMAL ABCA2 ANKS1B ANLN APLP1 APOD ATP1B1 BIN1 CA2 CLDN11 CLDND1 CMTM5 CNP CRYAB ELOVL1 ERMN FAM107B GSN HAPLN2 HSPA2 KLK6 LARP6 LHPP MAG MAL MBP MOBP PACS2 PLAAT3 PLEKHB1 PLLP PLP1 PPP1R14A PTGDS QDPR RNASE1 S100A1 SCD SELENOP SIRT2 SLAIN1 SLC44A1 SLC48A1 SPOCK3 STMN4 TF TMEM144 TUBB4A UGT8 GAVISH_3CA_MALIGNANT_METAPROGRAM_29_NPC_OPC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_MALIGNANT_METAPROGRAM_29_NPC_OPC ABAT ARHGEF7 BAZ2B BTG1 BTG2 CADM2 CHD7 DCX DLL3 DOCK10 DSEL FAM181B FGFBP3 GLCCI1 GOLGB1 GRIA2 HIP1 KCNQ1OT1 KDM5B KLF12 KLHL24 LDLRAD3 MAP2 MAP3K1 MMP16 MTSS1 MXD4 OLIG1 OLIG2 PEAK1 PNRC1 RAB3IP REV3L RFTN2 RFX4 SESN3 SOX11 SOX4 SOX5 SOX6 SPRY4 STMN4 TANC2 TFDP2 TRIO TXNIP UBE2H VCAN ZMYM2 ZNF91 GAVISH_3CA_MALIGNANT_METAPROGRAM_2_CELL_CYCLE_G1_S https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_MALIGNANT_METAPROGRAM_2_CELL_CYCLE_G1_S ASF1B ATAD2 CDC45 CDC6 CDCA4 CDCA5 CDK1 CENPK CENPM CENPU CHAF1A CLSPN DHFR DNAJC9 DNMT1 DUT E2F1 FEN1 GINS2 GMNN H4C3 HELLS HMGB2 MAD2L1 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MYBL2 ORC6 PCLAF PCNA PKMYT1 PSMC3IP RAD51AP1 RFC2 RFC4 RNASEH2A RRM1 RRM2 SLBP TK1 TMEM106C TYMS UBE2T UHRF1 USP1 ZWINT GAVISH_3CA_MALIGNANT_METAPROGRAM_30_PDAC_CLASSICAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_MALIGNANT_METAPROGRAM_30_PDAC_CLASSICAL AGR2 AGR3 AKR7A3 ANXA10 CA2 CDH17 CEACAM1 CEACAM5 CEACAM6 CEACAM7 CES2 CLDN18 CTSE CXCL17 DUOX2 DUOXA2 FAM3D FXYD3 GCNT3 GPX2 HPGD ISG20 LGALS4 LINC01133 LYZ MUC13 MUC5AC MUC5B MUCL3 OLFM4 PDE4C PDZK1IP1 PHGR1 PIGR PLA2G10 PLAC8 PSCA REG4 SLC40A1 SLC44A4 SPINK1 TCN1 TFF1 TFF2 TFF3 TM4SF4 TSPAN1 TSPAN8 VSIG1 VSIG2 GAVISH_3CA_MALIGNANT_METAPROGRAM_31_ALVEOLAR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_MALIGNANT_METAPROGRAM_31_ALVEOLAR ABCA3 AK1 ALOX15B ALPL AQP1 C16orf89 C3 C4BPA CACNA2D2 CXCL17 DHCR24 DMBT1 DUOX1 EPHX1 FABP5 FASN HOPX HSD17B6 LAMP3 LPCAT1 LRRK2 MFSD2A MID1IP1 NAPSA NNMT NPC2 PEBP4 PGC PIGR PTPN13 RNASE1 S100A9 SCD SCGB3A1 SCGB3A2 SDR16C5 SERPINA1 SFTA1P SFTA2 SFTA3 SFTPA1 SFTPA2 SFTPB SFTPC SFTPD SLC22A31 SLPI SPINK5 SUSD2 TFPI GAVISH_3CA_MALIGNANT_METAPROGRAM_32_SKIN_PIGMENTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_MALIGNANT_METAPROGRAM_32_SKIN_PIGMENTATION APOE ASAH1 AVPI1 BCL2A1 BIRC7 CAPN3 CCN3 CHCHD6 DAB2 DCT FXYD3 GDF15 GJB1 GPNMB GPR137B GPR143 GYPC ISG20 LGALS3 LINC00518 LYST MBP MITF MLANA MXI1 NBL1 NSG1 PHACTR1 PIR PLP1 PMEL QDPR QPCT RAB38 RRAGD S100B SH3BP5 SLC45A2 SNCA SNX10 SPON2 TBC1D16 TBC1D7 TIMP2 TNFRSF14 TRIM2 TRPM1 TYRP1 WIPI1 ZNF106 GAVISH_3CA_MALIGNANT_METAPROGRAM_33_RBCS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_MALIGNANT_METAPROGRAM_33_RBCS AHSP ANK1 APOC1 APOE BLVRB CA1 CA2 CASP3 CAST CD36 CNRIP1 CSF2RB DENND10 EPCAM FAM178B FBXO7 FCGRT FECH GATA1 GYPB HAGH HBA1 HBA2 HBB HBD HBG1 HBG2 HBQ1 HES6 HMBS KCNH2 KLF1 LMNA MPC2 MYC NFIA PLIN2 PRDX2 REXO2 RHAG S100A6 SLC25A37 SMIM10 STRADB SYNGR1 TFR2 TFRC TMEM14C UBAC1 UROD GAVISH_3CA_MALIGNANT_METAPROGRAM_34_PLATELET_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_MALIGNANT_METAPROGRAM_34_PLATELET_ACTIVATION ACTN1 BIN2 C2orf88 CAVIN2 CCND3 CD36 CD9 CKB CLU CMTM5 DAD1 FCER1A FCER1G FERMT3 FLI1 FYB1 GATA2 GP9 GSN GUCY1B1 HBD ITGA2B LAT LGALS1 LIMS1 MAX MGLL MMRN1 MPIG6B NRGN PBX1 PDLIM1 PF4 PIM1 PKM PLEK PPIF PRKAR2B RAB27B RAP1B RGS18 SLC44A1 STOM TGFB1 TMSB4X TPM1 TPM4 VASP VCL GAVISH_3CA_MALIGNANT_METAPROGRAM_35_HEMATO_RELATED_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_MALIGNANT_METAPROGRAM_35_HEMATO_RELATED_1 ANKRD28 ARMH1 AVP AZU1 BAALC BST2 C1QTNF4 CD34 CD44 CD52 CD74 CFD CLEC11A CPA3 CRHBP CSF3R CST7 CTSG ELANE FAM30A FOS GLIPR1 HLA-DQB1 HOPX ICAM3 IGLL1 ITM2C KLF6 LYZ MBOAT7 MDK MGST1 MPO MS4A3 NPDC1 PLAC8 PRSS57 PRTN3 PTPRCAP RAB32 RNASE2 SELL SERPINB1 SMIM24 SPINK2 SRGN TNFSF13B TSC22D3 VAMP5 ZFP36L2 GAVISH_3CA_MALIGNANT_METAPROGRAM_36_IG https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_MALIGNANT_METAPROGRAM_36_IG ADA2 CCPG1 CD27 CD63 CD79A CITED2 DERL3 DNAJB9 FCRL5 HERPUD1 HLA-F IGHA1 IGHA2 IGHG1 IGHG2 IGHG3 IGHG4 IGHGP IGHM IGKC IGKV1-12 IGKV4-1 IGLC1 IGLC2 IGLC3 IGLC5 IGLC6 IGLC7 IGLJ1 IGLJ2 IGLJ3 IGLL5 IGLV3-1 IGLV3-21 IGLV3-7 IGLV6-57 IRF4 ITGB7 JCHAIN JSRP1 KLF6 MAN1A2 MIR4539 PRDX4 SEL1L3 SELENOM TNFRSF17 TSC22D3 TXNIP GAVISH_3CA_MALIGNANT_METAPROGRAM_37_HEMATO_RELATED_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_MALIGNANT_METAPROGRAM_37_HEMATO_RELATED_2 ABCC4 ALDH1A1 ATP6V0A2 BMP2K CASP3 CD82 CD84 CNRIP1 CPA3 CPPED1 CTNNBL1 CYTL1 CYTOR DEPTOR EREG FAM117A FCER1A FREM1 GATA2 GMPR HBD HPGDS ICAM4 IL1B KCNQ1OT1 KLF1 LXN MINPP1 MPP1 NFE2 PBX1 PDCD4 PDLIM1 PDZD8 PKIG PLEK PLIN2 RAB37 RGS18 SLC40A1 SOD2 SOX4 STAM STXBP6 TAFA2 TESPA1 TPSB2 ZEB2 ZMYND8 GAVISH_3CA_MALIGNANT_METAPROGRAM_38_GLUTATHIONE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_MALIGNANT_METAPROGRAM_38_GLUTATHIONE ACSM2A ACSM2B AGT AGXT2 AMN AOC1 APOM AQP1 AZGP1 BBOX1 C11orf54 CDHR5 CES2 CFI CLDN10 CLTRN CUBN CXCL14 DDC FOLR1 GAL3ST1 GAMT GCHFR GLYAT GLYATL1 GPX3 GSTA1 GSTA2 KHK LACTB2 LGALS2 LRP2 MIOX MSRA NAT8 PCSK1N PDZK1 PEPD PRAP1 PXMP2 RBP5 RIDA SLC16A9 SLC17A3 SLC22A18 SLC5A12 SLC6A13 SMIM24 TNFAIP6 TSPAN1 GAVISH_3CA_MALIGNANT_METAPROGRAM_39_METAL_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_MALIGNANT_METAPROGRAM_39_METAL_RESPONSE ANXA1 BGN C1R C1S C5orf46 CAV1 CEBPB CKB CP DDIT4 DEPP1 EDN1 EMP3 EPB41L4A-AS1 FKBP5 FSTL3 GLUL ID1 ID4 IER2 IGFBP5 KLF4 LGALS1 LOX MMP7 MT1A MT1E MT1F MT1M MT1X MT2A MT3 NOL3 NPTX2 PLP2 PMP22 RSL24D1 S100A6 SMIM3 SNHG7 SOX4 STC1 TGFBI TMEM45A TMEM91 TSC22D3 TUBA1A VCAM1 VCAN ZBTB16 GAVISH_3CA_MALIGNANT_METAPROGRAM_3_CELL_CYLCE_HMG_RICH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_MALIGNANT_METAPROGRAM_3_CELL_CYLCE_HMG_RICH ANAPC11 ANP32B ATP5MC1 ATP5MC3 CKS1B COX5A COX8A DUT ERH H2AZ1 H2AZ2 H4C3 HMGA1 HMGB1 HMGB2 HMGN1 HMGN2 HNRNPA2B1 HSPD1 HSPE1 IFT25 LSM4 MCM7 MIF NAA38 NME1 NUCB2 PCLAF PCNA RAN RANBP1 SIVA1 SLC25A5 SLIRP SNRPB SNRPD1 SNRPD3 SNRPE SNRPF SNRPG SRSF7 STMN1 SUMO2 TK1 TPI1 TUBA1B TUBB TYMS UQCRQ YBX1 GAVISH_3CA_MALIGNANT_METAPROGRAM_40_PDAC_RELATED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_MALIGNANT_METAPROGRAM_40_PDAC_RELATED ALDH1A3 ANKRD36C ANXA1 APOL1 C15orf48 CD55 CEACAM1 CEACAM5 CEACAM6 CLDN23 CLIC3 COL6A1 CST6 EMP1 EPS8L1 F3 FLNB IL1RN IL32 ISG15 ISG20 KLF2 KLK10 KLK11 KLK6 KLK7 KRT16 KRT17 KRT23 LAMC2 LCN2 LDLR LMO7 LRRC8A MALL MMP7 MT1X MUC5AC PLAUR PSCA RAB11FIP1 S100A4 SDCBP2 SLC16A3 SLC2A1 SLPI SMIM5 TFF2 TIMP2 TNFRSF12A GAVISH_3CA_MALIGNANT_METAPROGRAM_41_UNASSIGNED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_MALIGNANT_METAPROGRAM_41_UNASSIGNED AKAP9 ANKRD12 ATRX BPTF CCDC69 CEP350 CFLAR DDX24 DDX5 DST EIF3A EIF5B EPRS1 FNDC3B GLCCI1 GOLGA4 GOLGB1 HIPK2 HNRNPU HSP90B2P HSP90B3P IRF4 KMT2A KMT2C LUC7L3 MALAT1 MEF2C MIR3648-1 MIR6515 MLEC MT-ND6 NCL NEAT1 NEB PDIA4 PNISR PNRC1 PRRC2C RRBP1 SNORD18B SNORD55 SNORD68 SON TTC3 UBXN4 UTRN XIST ZBTB20 ZBTB38 GAVISH_3CA_MALIGNANT_METAPROGRAM_4_CHROMATIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_MALIGNANT_METAPROGRAM_4_CHROMATIN AHCTF1 ARGLU1 ASH1L ATAD2 ATAD5 BAZ1B BDP1 CEP350 CLINT1 DST ENAH GOLGA4 GOLGB1 GOLIM4 H1-2 H1-4 H1-5 H2AC20 KCNQ1OT1 KMT2A MACF1 MSH6 MT-ND6 NOP14 NRDC PAXBP1 PCM1 PHF3 PTPN11 RANBP2 RIF1 ROCK2 SENP6 SETD2 SLK SMARCA5 SMC1A SMC5 SMCHD1 SPAG9 SPEN SUZ12 SYNE2 TASOR2 TJP1 TRIM44 TRIP11 UACA ZMYM4 ZNF638 GAVISH_3CA_MALIGNANT_METAPROGRAM_5_STRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_MALIGNANT_METAPROGRAM_5_STRESS ATF3 BTG2 CCN1 CCNL1 CDKN1A CITED2 CXCL2 DDIT3 DDIT4 DNAJA1 DNAJB1 DUSP1 EGR1 EGR2 FOS FOSB GADD45B HERPUD1 HES1 HSPA1A HSPA1B HSPA6 HSPH1 ID1 ID2 ID3 IER2 IER3 IRF1 JUN JUNB KLF10 KLF4 KLF6 MAFF MCL1 NFKBIA NFKBIZ NR4A1 PLK2 PMAIP1 PPP1R15A RASD1 RHOB SAT1 SERTAD1 SOCS3 TOB1 TRIB1 ZFP36 GAVISH_3CA_MALIGNANT_METAPROGRAM_7_STRESS_IN_VITRO https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_MALIGNANT_METAPROGRAM_7_STRESS_IN_VITRO ARF4 ASNS ATF3 ATF4 BTG1 CARS1 CCDC174 CEBPB CEBPG DDIT3 DDIT4 DNAJB9 EIF1B EPB41L4A-AS1 GADD45A GADD45B GARS1 GDF15 HERPUD1 HSPA5 HSPA9 MAP1LC3B MTHFD2 NUPR1 OSER1 PDRG1 PHGDH PPP1R15A PSAT1 RSRC2 SARS1 SHMT2 SLC3A2 SNHG12 SNHG15 SNHG32 SNHG7 SNHG8 SQSTM1 STC2 TAF1D TRIB3 TXNIP UPP1 WARS1 XBP1 YARS1 ZFAND2A ZFAS1 ZNF622 GAVISH_3CA_MALIGNANT_METAPROGRAM_8_PROTEASOMAL_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_MALIGNANT_METAPROGRAM_8_PROTEASOMAL_DEGRADATION ANXA1 CCNB1 CCT5 CCT7 CCT8 CDC123 DCAF13 DDX39A DPM1 ECH1 EIF3I EIF4A1 EIF4A3 GSTO1 HSPA5 ILF2 IMPDH2 LAPTM4A MCTS1 MDH1 MRPL13 NDUFA9 NDUFS2 NQO1 NUP37 PCMT1 PDHA1 PDIA3 PGK1 POLR2G PRDX1 PRDX2 PRMT1 PSMA3 PSMA4 PSMB1 PSMB3 PSMB6 PSMC2 PSMC4 PSMD13 PSME2 RTCB SLC3A2 SNRPB2 SPCS2 SSB SSBP1 TUBB4B XRCC6 GAVISH_3CA_MALIGNANT_METAPROGRAM_9_UNFOLDED_PROTEIN_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_MALIGNANT_METAPROGRAM_9_UNFOLDED_PROTEIN_RESPONSE ARF4 ATF4 CALR CCPG1 CDK2AP2 CKAP4 CRELD2 DNAJB11 DNAJB9 DNAJC3 ERLEC1 FKBP11 FKBP2 HERPUD1 HM13 HSP90B1 HSP90B2P HSPA5 HYOU1 ISG20 KDELR2 LAPTM4A LMAN1 LMAN2 MANF MLEC MYDGF OSTC PDIA3 PDIA4 PDIA6 PLPP5 PPIB PRDX4 RPN2 RRBP1 SDF2L1 SEC61G SEC63 SEL1L SELENOK SELENOS SLC35B1 SLC3A2 SRPRA SRPRB TMED9 TXNDC15 GAVISH_3CA_MALIGNANT_METAPROGRAM_METAPROGRAM_6_HYPOXIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_MALIGNANT_METAPROGRAM_METAPROGRAM_6_HYPOXIA ADM AK4 AKAP12 ALDOA ANGPTL4 ANKRD37 BNIP3 BNIP3L C4orf3 CA12 CA9 CAV1 DDIT3 DDIT4 DNAJB9 EGLN3 ENO1 ENO2 EPB41L4A-AS1 ERO1A ERRFI1 FAM162A GBE1 GPI HILPDA HK2 IGFBP3 IGFBP5 INSIG2 LDHA LGALS3 MT1X MT2A NDRG1 NDUFA4L2 NRN1 P4HA1 PDK1 PFKFB3 PFKP PGK1 PLOD2 S100A10 SLC16A3 SLC2A1 SLC3A2 TMEM45A VEGFA VIM WSB1 GAVISH_3CA_METAPROGRAM_B_CELLS_B_CELLS_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_B_CELLS_B_CELLS_1 ADAM19 ANKRD11 ARGLU1 ARID1B ASH1L ATF7IP ATM ATOSA ATRX B4GALT1 BDP1 BIRC3 BPTF C1orf56 CCNL1 CD22 CDC42SE1 CDK13 CLEC2D CTNNB1 FTX GOLGB1 HNRNPH1 IKZF3 ITSN2 KMT2A LNPEP MBNL1 MDM4 NEAT1 NKTR OGA PARP14 PCSK7 PPP3CA PRDM2 PSMA3-AS1 RASGEF1B RBM6 RSRP1 SEL1L3 SET SFPQ STX7 SYNE2 TNRC6B TTN TUT4 XIST ZNF292 GAVISH_3CA_METAPROGRAM_B_CELLS_CELL_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_B_CELLS_CELL_CYCLE ANP32B ANP32E AURKB BIRC5 CDK1 CDKN3 CENPM CKS1B CKS2 DEK DUT ENO1 GAPDH H2AZ1 H2AZ2 H4C3 HMGA1 HMGB1 HMGB2 HMGN2 IRAG2 KPNA2 LDHA MCM7 MKI67 NUSAP1 PCLAF PCNA PKM PTTG1 RAN RANBP1 RRM2 SLC25A5 SMC4 SNRPD1 SNRPF STMN1 TCL1A TK1 TOP2A TUBA1B TUBB TUBB4B TYMS UBE2C ZWINT GAVISH_3CA_METAPROGRAM_B_CELLS_GERMINAL_CENTER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_B_CELLS_GERMINAL_CENTER ABRACL ACTG1 BASP1 BCAS4 BCL7A CCDC144A CCDC88A CD22 CD40 CD79B CPNE3 DAAM1 DBI FAM3C GCHFR GGA2 GRHPR HMCES HMGA1 HMGN1 HOPX IRAG2 JCHAIN KLHL6 LAT2 LCK LCP1 LMO2 LPP MARCKSL1 MTF2 NEIL1 P2RX5 PARP1 POU2AF1 PPP2CA PRDX6 PRPSAP2 RFTN1 RGS1 RGS13 RNGTT SERPINA9 STAG3 SUSD3 SYNE2 TCL1A TMEM123 UBE2J1 UCP2 GAVISH_3CA_METAPROGRAM_B_CELLS_HSP_STRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_B_CELLS_HSP_STRESS AHSA1 ANKRD12 BCL2A1 CACYBP CCL4 CCR7 CD69 CD83 CHORDC1 DDX5 DEDD2 DNAJA1 DNAJB1 DNAJB4 DUSP2 EGR1 EGR3 FKBP4 FOS HSP90AA1 HSP90AB1 HSPA1A HSPA1B HSPA6 HSPA8 HSPB1 HSPD1 HSPE1 HSPH1 IER2 IGHA1 IGHG1 JUN KLF6 MIR155HG MRPL18 MYC NFKBIA NFKBID NR4A1 NUDC PMAIP1 SLBP SLC5A3 SMIM14 STIP1 TAF7 UBB UBC ZFAND2A GAVISH_3CA_METAPROGRAM_B_CELLS_INTERFERON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_B_CELLS_INTERFERON APOL6 BST2 CHST12 CMPK2 DYNLT1 EIF2AK2 EPSTI1 GBP1 GBP4 HERC5 IFI35 IFI44 IFI44L IFI6 IFIT1 IFIT2 IFIT3 IFITM1 IRF7 ISG15 ISG20 LAP3 LY6E MNDA MT2A MX1 MX2 NMI NT5C3A OAS1 OAS2 OAS3 PARP14 PARP9 PLSCR1 PPM1K RABGAP1L RNF213 RSAD2 SAMD9 SAMD9L SLFN5 SOCS1 STAT1 TAP1 TNFSF10 TRIM22 UBE2L6 USP18 XAF1 GAVISH_3CA_METAPROGRAM_B_CELLS_MEMORY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_B_CELLS_MEMORY ACP5 AIM2 ANXA2 ARPC1B BHLHE41 BLK CAPG CAPZB CCDC50 CD27 CD82 CD86 CD99 CLECL1P COTL1 CRIP1 CTSH CXCR3 EMP3 ENTPD1 EVI2B FCRL5 GPR183 GRN GSTK1 HCST HOPX IFI30 IGFLR1 IGHA1 ISCU ITGB1 LGALS1 LSP1 NEAT1 PLEK PLP2 PTPN1 RGCC RGS1 S100A10 S100A11 S100A4 S100A6 SCIMP SRGN SUB1 TNFRSF13B UBE2N VIM GAVISH_3CA_METAPROGRAM_B_CELLS_METABOLISM_MYC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_B_CELLS_METABOLISM_MYC ABRACL APRT ATP5MC1 C1QBP CALR CCT3 CCT6A CD83 DDX21 EIF4A1 EIF5A ENO1 ERH FABP5 HMGA1 HNRNPAB HSP90AB1 HSPD1 HSPE1 IMPDH2 LDHA LDHB MIF NDUFAB1 NHP2 NME1 NME2 PA2G4 PGAM1 PKM PPA1 PRDX1 PRELID1 PRMT1 PSMA4 PSMB3 PSME2 RAN RANBP1 RPL22L1 SNRPD1 SNRPE SNRPF SYNGR2 TIMM13 TPI1 TUBA1B TUBB TXN VDAC1 GAVISH_3CA_METAPROGRAM_B_CELLS_MHC_II https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_B_CELLS_MHC_II ACTB ACTG1 ARHGDIB ARPC1B BANK1 BTG1 CD37 CD48 CD52 CD53 CD69 CD74 CD79B CD83 CORO1A COTL1 CXCR4 GPR183 GPSM3 HLA-DMA HLA-DMB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB5 IFITM2 JUNB LAPTM5 LCP1 LIMD2 LTB LY86 MS4A1 MYL12A NAP1L1 PFN1 PTPRC RAC2 REL SELL SH3BGRL3 SMIM14 STK17A TMSB4X TXNIP VPREB3 ZFAS1 GAVISH_3CA_METAPROGRAM_B_CELLS_PLASMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_B_CELLS_PLASMA CD63 CRELD2 DERL3 DNAJB9 ERLEC1 FKBP11 FKBP2 HERPUD1 HSP90B1 HSPA5 IGHA1 IGHA2 IGHG1 IGHG2 IGHG3 IGHG4 IGHGP IGKC IGLC2 IGLC3 ITM2C JCHAIN KRTCAP2 LMAN1 MANF MYDGF MZB1 NUCB2 P4HB PDIA4 PDIA6 PIM2 PPIB PRDX4 RABAC1 RPN2 SDC1 SDF2L1 SEC11C SEC61B SELENOS SPCS1 SPCS2 SPCS3 SSR3 SSR4 TMEM258 TMEM59 TNFRSF17 XBP1 GAVISH_3CA_METAPROGRAM_B_CELLS_PROGENITOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_B_CELLS_PROGENITOR ARPP21 BACH2 BCL7A CCDC112 CCDC191 CD24 CD38 CD72 CD9 CD99 CDC25B CMTM7 DNTT EBF1 GAPDH GLRX H1-10 HMGB2 IGLL1 IGLL5 ITM2C LDLRAD4 MLXIP MME MT1X MZB1 NEIL1 NIBAN3 NSMCE1 PCDH9 PTPRE RCSD1 RGS2 S1PR4 SNHG7 SOX4 SSBP2 STMN1 TCF4 TCL1A TKT TMEM243 TOP2B TP53INP1 TRAM1 UBE2J1 VDAC1 VPREB1 VPREB3 YBX3 GAVISH_3CA_METAPROGRAM_B_CELLS_RESPIRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_B_CELLS_RESPIRATION ANXA2 ATP5MC3 ATP5ME ATP5MF ATP5PF ATP5PO BTF3 CHCHD2 CLIC1 COX6B1 COX6C COX7A2 COX7B CYCS DBI GLRX H2AZ1 HMGB1 HSPE1 IGHA1 JCHAIN JPT1 LGALS1 LSM3 NDUFB3 NDUFS5 NME1 NOP10 NPM1 PDIA6 POLR2L POMP PPA1 PPIA PPIB PRDX1 PSME2 PTMA RAN RPS7 SEC61B SNRPD2 SNRPG SSR2 SSR3 SUB1 TMA7 TMSB10 TXN UQCRH GAVISH_3CA_METAPROGRAM_B_CELLS_STRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_B_CELLS_STRESS ADAM28 AREG BIRC3 BTG2 CCR7 CD22 CD55 CD69 CD72 CD83 CLEC2D CREM DUSP1 DUSP2 FCER2 FCMR FOS FOSB FOXP1 GADD45B GPR183 HVCN1 IER2 IGHD IGHM IL4R JUN JUNB KLF2 KLF6 LINC00926 LY9 NFKBIA NR4A1 NR4A2 PHACTR1 PPP1R15A RGS2 RHOH SELL SLC2A3 SNX2 TCL1A TSPAN13 VPREB3 VPS37B YPEL5 ZFP36 ZFP36L2 ZNF331 GAVISH_3CA_METAPROGRAM_CD4_T_CELLS_CELL_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_CD4_T_CELLS_CELL_CYCLE ASF1B ASPM AURKB BIRC5 CCNA2 CDK1 CDKN3 CENPF CENPM CENPW CKS1B CKS2 DDX39A DNAJC9 DTYMK DUT FEN1 H2AZ1 H4C3 HMGB2 HMGN2 KIF22 KPNA2 MAD2L1 MCM7 MKI67 NUDT1 NUSAP1 PCLAF PCNA PHF19 PTTG1 RRM2 SMC2 SMC4 STMN1 TK1 TMEM106C TMPO TOP2A TPX2 TUBA1B TUBA1C TUBB TUBB4B TYMS UBE2C UBE2T ZWINT GAVISH_3CA_METAPROGRAM_CD4_T_CELLS_CYTOTOXIC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_CD4_T_CELLS_CYTOTOXIC ALOX5AP ANKRD28 ANXA1 ANXA2 APOBEC3G BHLHE40 C12orf75 CCL3 CCL4 CCL4L2 CCL5 CD6 CD63 CD96 CD99 CKLF CLEC2B COTL1 CST7 CTSD CTSW CXCL13 CXCR6 CYTOR DUSP4 GNLY GZMA GZMB GZMH GZMK GZMM HLA-DPA1 HLA-DPB1 HLA-DRA HLA-DRB1 HOPX ID2 IFNG ITGB2 JUN KLRB1 LAG3 LGALS1 NKG7 PDCD1 PLIN2 PRF1 RBPJ ZEB2 GAVISH_3CA_METAPROGRAM_CD4_T_CELLS_DYSFUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_CD4_T_CELLS_DYSFUNCTION AHI1 AKAP13 ALOX5AP BBLN BTLA CD200 CD40LG CD84 CHI3L2 CHN1 CORO1B COTL1 CPM CXCL13 DUSP4 FABP5 FKBP5 ICA1 IL6ST ITM2A KLRB1 LIMS1 MAF MAGEH1 NAP1L4 NMB NR3C1 NUDT16 PASK PDCD1 PPP1CC PVALB RBPJ RGS2 RNF19A SESN1 SFXN1 SH2D1A SLA SMCO4 TBC1D4 TCF7 THADA TIGIT TNFRSF18 TOX TOX2 TSHZ2 YWHAQ GAVISH_3CA_METAPROGRAM_CD4_T_CELLS_GLYCOLYSIS_MYC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_CD4_T_CELLS_GLYCOLYSIS_MYC ATP5MC1 C1QBP CCND2 CCT2 CCT3 CCT5 DCTPP1 DDX21 DNPH1 DUT EBNA1BP2 EEF1E1 EIF5A EIF5B FABP5 HSPD1 IL1R2 IL2RA LSM2 LSM5 MRPL12 MRPL14 NDUFAB1 NDUFB3 NHP2 NME1 NOLC1 PAICS PCNA PDCD5 PGAM1 PHB1 PKM PPA1 PRDX1 PRMT1 RANBP1 SMS SNRPD1 SNRPE SRM SSBP1 TIMM13 TNFRSF18 TNFRSF4 TNFRSF9 TOMM40 TUBB TXN TXNDC17 GAVISH_3CA_METAPROGRAM_CD4_T_CELLS_INTERFERON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_CD4_T_CELLS_INTERFERON CHST12 CMPK2 EIF2AK2 EPSTI1 GBP1 HELZ2 HERC5 HSH2D IFI35 IFI44 IFI44L IFI6 IFIT1 IFIT2 IFIT3 IRF7 ISG15 ISG20 LAP3 LY6E MT2A MX1 MX2 NT5C3A OAS1 OAS2 OAS3 OASL PALM2AKAP2 PARP10 PARP14 PARP9 PLSCR1 PPM1K RBCK1 RIGI RSAD2 RTP4 SAMD9 SAMD9L SHFL SP110 STAT1 STAT2 TNFSF10 TRIM22 UBE2L6 USP18 XAF1 ZBP1 GAVISH_3CA_METAPROGRAM_CD4_T_CELLS_NAIVE_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_CD4_T_CELLS_NAIVE_1 ALOX5AP ANXA1 AREG BTG2 CCL5 CCR7 CD48 CD55 CD69 CXCR4 DNAJB1 DUSP1 DUSP2 FAM177A1 FOS FOSB FOXP1 GIMAP4 GIMAP7 GPR171 GPR183 GZMA IER2 IL7R JUN JUNB KLF2 KLRB1 LEPROTL1 LMNA NOSIP NR4A2 PLAAT4 PLAC8 PPP2R5C PTGER4 RGCC SELL SLC2A3 SNHG8 SOCS3 TCF7 TMEM123 TOB1 TRAT1 TXNIP YPEL5 ZFP36 ZFP36L2 ZNF331 GAVISH_3CA_METAPROGRAM_CD4_T_CELLS_NAIVE_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_CD4_T_CELLS_NAIVE_2 ALKBH7 APEX1 C1orf162 CCR7 CD27 CREBRF EIF2S3 EPB41L4A-AS1 FHIT FOXP1 GIMAP1 GIMAP2 GIMAP5 ICAM2 IL6ST ITGB1 KLF2 KLRB1 LEF1 LINC00861 LPAR6 MAL MCUB MYC NOSIP PIM2 PLAC8 PRKCA PRKCQ-AS1 PRMT2 RASGRP2 RIC3 RIPOR2 RSL1D1 SATB1 SELL SH3BP5 SMDT1 SNHG32 SNHG7 SNORA50C SORL1 ST13 TAGAP TCF7 TIMP1 TMEM243 TRABD2A TRAT1 TSHZ2 GAVISH_3CA_METAPROGRAM_CD4_T_CELLS_STRESS_HSP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_CD4_T_CELLS_STRESS_HSP AHSA1 ANXA1 BAG3 BTG2 CACYBP CCL20 CHORDC1 CLK1 DEDD2 DNAJA1 DNAJA4 DNAJB1 DNAJB4 DOK2 DUSP1 FABP5 FKBP4 GADD45B GEM HBP1 HSP90AA1 HSP90AB1 HSPA1A HSPA1B HSPA6 HSPB1 HSPD1 HSPE1 HSPH1 ID2 IRF1 JUN JUNB MRPL18 MYLIP NEU1 NUDC ODC1 PLIN2 PMAIP1 PPP1R15A REL RGS2 SERPINH1 SOCS3 SQSTM1 TCP1 TRA2B TSPYL2 ZFAND2A GAVISH_3CA_METAPROGRAM_CD4_T_CELLS_T_REG https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_CD4_T_CELLS_T_REG ACP5 ARID5B BATF BTG3 CARD16 CASP1 CD27 CD7 CORO1B CST7 CTLA4 CTSC CXCR6 DNPH1 DUSP4 FOXP3 GADD45A GBP2 GBP5 GLRX HLA-DRB1 ICOS IFI6 IL1R2 IL2RA IL2RB LAIR2 LAYN LGALS1 LTB MAGEH1 MIR4435-2HG NAMPT PHLDA1 PIM2 PKM PMAIP1 RTKN2 SAT1 SYNGR2 TBC1D4 TIGIT TNFRSF18 TNFRSF1B TNFRSF4 TNFRSF9 TYMP UCP2 UGP2 GAVISH_3CA_METAPROGRAM_CD4_T_CELLS_UNASSIGNED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_CD4_T_CELLS_UNASSIGNED ALOX5AP ANXA2 ANXA5 ANXA6 APOBEC3G APRT ARPC1B ARPC4 ARPC5 ATP5PF BBLN BRK1 CAP1 CKLF CLIC1 COPS9 CORO1A CORO1B COTL1 DAD1 DBI EMP3 GZMA ID2 IFI27L2 ISG15 KLRB1 LCK LCP1 LGALS1 LGALS3 LSP1 LTB LY6E MT2A NEDD8 PARK7 PKM PPP1CA PRDX1 PRELID1 PSME2 S100A10 S100A4 SEC61G TRAPPC1 TSPO TXN UCP2 YWHAQ GAVISH_3CA_METAPROGRAM_CD8_T_CELLS_CELL_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_CD8_T_CELLS_CELL_CYCLE ASPM AURKB BIRC5 CARHSP1 CCNA2 CDK1 CDKN3 CENPF CENPM CKS1B CKS2 DDX39A DEK DNAJC9 DUT FABP5 H2AZ1 H2AZ2 H4C3 HMGB2 HMGN2 KIF22 MAD2L1 MCM7 MKI67 NUDT1 NUSAP1 PCLAF PCNA PTTG1 RANBP1 RPA3 RRM2 SIVA1 SMC2 SMC4 STMN1 TK1 TMEM106C TMPO TOP2A TPX2 TUBA1B TUBB TUBB4B TYMS UBE2C UBE2T ZWINT GAVISH_3CA_METAPROGRAM_CD8_T_CELLS_CHROMATIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_CD8_T_CELLS_CHROMATIN AHNAK AKAP9 AKNA ANKRD11 ARGLU1 ATF7IP ATM ATRX BDP1 BPTF CBLB CEP350 CHD2 DDX17 DDX6 DYNC1H1 EML4 FYN GCC2 GOLGA4 GOLGB1 GPRIN3 IKZF3 ITGA4 KMT2A LINC-PINT MACF1 MT-ND6 MYH9 NEAT1 NKTR NUFIP2 OGA PCSK7 PDE3B PHF3 RASGRP1 RESF1 ROCK1 RORA SETX SLFN5 SMCHD1 SMG1 SYNE1 SYNE2 UTRN XIST ZNF292 GAVISH_3CA_METAPROGRAM_CD8_T_CELLS_CYTOTOXIC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_CD8_T_CELLS_CYTOTOXIC ALOX5AP APOBEC3G CAPG CCL3 CCL4 CCL4L2 CD27 CD63 CD7 CKLF CMC1 CST7 CTSD CTSW CXCL13 CXCR6 DUSP2 DUSP4 GNLY GZMA GZMB GZMH GZMK HAVCR2 HLA-DPA1 HLA-DPB1 HLA-DRA HLA-DRB1 HOPX ID2 IFNG ITGB2 ITM2A ITM2C KLRB1 KLRC1 KLRD1 KLRG1 LAG3 LGALS1 NKG7 PRF1 RBPJ RGS1 RGS2 SAMSN1 TIGIT TRGC2 ZNF683 GAVISH_3CA_METAPROGRAM_CD8_T_CELLS_DYSFUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_CD8_T_CELLS_DYSFUNCTION AP2M1 ARID5B BATF BBLN BIRC3 CCR7 CD27 CD82 CHN1 CNIH1 CORO1B CRTAM CTLA4 CXCL13 DNPH1 DUSP4 EIF3I FKBP1A FKBP5 GBP2 GEM GPX4 HSPB1 ICA1 ICOS IGFLR1 IL6ST IL7R ITM2A KLRB1 LTB MAF MAGEH1 NFKBIA NR3C1 PARK7 PEBP1 PGAM1 PKM PMAIP1 RBPJ SNX9 SPOCK2 STAT3 TBC1D4 TIGIT TNFRSF18 TNFRSF4 TNFRSF9 UCP2 GAVISH_3CA_METAPROGRAM_CD8_T_CELLS_GLYCOLYSIS_MYC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_CD8_T_CELLS_GLYCOLYSIS_MYC ATP5MC1 BANF1 BATF BIRC3 C1QBP CALR CCT2 CCT5 CCT6A CRTAM CXCL13 DCTPP1 DNPH1 DUT EIF3I EIF5A ENO1 FABP5 FBL GTF3C6 HSP90AB1 HSP90B1 ILF2 IMPDH2 LSM5 NDUFAB1 NFKBIA NHP2 NME1 NOP16 PARK7 PGAM1 PHB1 PKM PPA1 PRDX1 PRMT1 RAN RANBP1 SEC11C SNRPD1 SNRPE TIMM13 TNFRSF18 TNFRSF9 TNIP2 TXNDC17 VDAC1 XCL1 XCL2 GAVISH_3CA_METAPROGRAM_CD8_T_CELLS_HEAT_SHOCK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_CD8_T_CELLS_HEAT_SHOCK AHSA1 ANKRD37 BAG3 BATF CACYBP CCL3 CCL4L2 CHORDC1 CLK1 DEDD2 DNAJA1 DNAJA4 DNAJB1 DOK2 DUSP1 DUSP4 FKBP4 FOSB GADD45B HSP90AA1 HSP90AB1 HSPA1A HSPA1B HSPA4 HSPA6 HSPB1 HSPD1 HSPE1 HSPH1 IFNG JUN MRPL18 NEU1 NR4A1 NR4A2 NUDC PMAIP1 PPP1R15A PTGES3 RGS2 RHOB SERPINH1 SQSTM1 STIP1 TAF7 TCP1 TNFSF14 TSPYL2 TXNIP ZFAND2A GAVISH_3CA_METAPROGRAM_CD8_T_CELLS_INTERFERON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_CD8_T_CELLS_INTERFERON BST2 CD38 CMPK2 EIF2AK2 EPSTI1 GBP1 HELZ2 HERC5 IFI16 IFI35 IFI44 IFI44L IFI6 IFIH1 IFIT1 IFIT2 IFIT3 IRF7 ISG15 ISG20 LAP3 LGALS9 LY6E MT2A MX1 MX2 NMI NT5C3A OAS1 OAS2 OAS3 OASL PARP14 PARP9 PLSCR1 PPM1K RIGI RSAD2 SAMD9 SAMD9L SAT1 SP110 STAT1 TNFSF10 TRIM22 TYMP UBE2L6 USP18 XAF1 ZBP1 GAVISH_3CA_METAPROGRAM_CD8_T_CELLS_MEMORY_NAIVE_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_CD8_T_CELLS_MEMORY_NAIVE_1 ANXA1 AREG BIRC3 BTG2 CCR7 CD55 CD69 CREM CXCR4 DNAJA1 DNAJB1 DUSP1 DUSP2 EIF3E FAM177A1 FOS FOSB GADD45B GPR183 GZMK IER2 IL7R JUN JUNB KLF6 LEPROTL1 LMNA LTB MYADM NFKBIA NR4A2 PIK3IP1 PIK3R1 PPP1R15A RGCC RGS1 RGS2 SELL SLC2A3 SNHG8 TMEM123 TNFAIP3 TOB1 TSC22D3 TUBA4A TUBB4B TXNIP YPEL5 ZFP36 ZNF331 GAVISH_3CA_METAPROGRAM_CD8_T_CELLS_NAIVE_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_CD8_T_CELLS_NAIVE_2 AIF1 ALKBH7 AQP3 ATP5F1A CCR7 CD27 CD55 EIF2S3 EIF3D EIF3E EIF3L ERP29 FCMR FOXP1 GIMAP1 IL7R KLF2 LDHB LDLRAP1 LEF1 LTB MAL MYC NDFIP1 NOSIP NUCB2 PHB2 PIK3IP1 PLAC8 PPA1 PRKCA PRKCQ-AS1 PRMT2 RASGRP2 RCAN3 RIPOR2 RSL1D1 SATB1 SELL SNHG32 SNHG7 SNHG8 SORL1 ST13 TCF7 TMEM123 TRAT1 TXK TXNIP UXT GAVISH_3CA_METAPROGRAM_CD8_T_CELLS_NAIVE_3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_CD8_T_CELLS_NAIVE_3 ALOX5AP ANKRD28 AQP3 CCL20 CCR6 CEBPD CELF2 CERK CTSH CXCR6 ERN1 FKBP11 FURIN GNA15 GNLY GPR171 GPR65 GPX1 HOPX HPGD IFI44 IFNGR1 IL4I1 IL7R JAML KLRB1 LGALS3 LST1 LTB MAF NCR3 NFKBIA NINJ1 ODF2L PERP PFKFB3 PHACTR2 PRDM1 RBMS1 RBPJ RORA SATB1 SNX9 SPOCK2 TANK TMIGD2 TNFRSF18 TNFRSF25 TNFSF13B TTC39C GAVISH_3CA_METAPROGRAM_CD8_T_CELLS_UNASSIGNED_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_CD8_T_CELLS_UNASSIGNED_1 AKAP9 APMAP ARGLU1 ATRX BTN3A2 CAP1 CD27 CMC1 DDX17 EVL FYB1 GCC2 GIMAP1 GIMAP4 GIMAP7 GPSM3 GZMK HLA-DRB1 HLA-F IKZF3 IL7R ITGB2 KLRB1 KLRG1 LCK LIMD2 MBNL1 MBP MPHOSPH8 N4BP2L2 NKTR PIK3IP1 PLEK PNISR POLR2J3 PPP1R18 PRPF38B PRPF4B PTP4A2 RESF1 RNF213 SAMD3 SH2D1A STK17A SYNE2 TBC1D10C TRAF3IP3 TRGC2 TXNIP UCP2 GAVISH_3CA_METAPROGRAM_CD8_T_CELLS_UNASSIGNED_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_CD8_T_CELLS_UNASSIGNED_2 ACTB ANXA5 APOBEC3G ARPC1B ARPC4 ARPC5 ATP5MC3 BLOC1S1 C12orf75 CALM3 CAP1 CAPG CAPZB CD52 CKLF CLIC1 CORO1A COTL1 EMP3 ENO1 FKBP1A GZMA GZMH IL32 ITM2C LGALS1 LSP1 LY6E MT2A MYL12A PARK7 PFN1 PGAM1 PKM PPP1CA PPP1R18 PSMA7 PSME1 PSME2 RAC2 S100A11 S100A4 SH3BGRL3 SLC25A5 SNRPE STMN1 TBC1D10C TPI1 TUBB TXN GAVISH_3CA_METAPROGRAM_ENDOTHELIAL_CELL_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_ENDOTHELIAL_CELL_CYCLE ANP32E ASPM BIRC5 CDK1 CDKN3 CENPF CENPM CENPW CKAP2 CKS1B CKS2 CLSPN DTYMK DUT GGH H2AX H2AZ1 H4C3 HMGB2 HMGN2 KIF20B KIF22 KPNA2 MAD2L1 MCM7 MKI67 NUSAP1 PCLAF PCNA PRC1 PTTG1 RPA3 RRM2 SKA2 SMC2 SMC4 STMN1 TK1 TMEM106C TMPO TOP2A TUBA1B TUBA1C TUBB TUBB4B TYMS UBE2C UBE2S UBE2T ZWINT GAVISH_3CA_METAPROGRAM_ENDOTHELIAL_COAGULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_ENDOTHELIAL_COAGULATION ACTN1 ADIRF AHNAK ANAPC16 ARL4A BGN CALM3 CCL14 CCN1 CLU COTL1 CST3 DAD1 DDIT4 DNASE1L3 EFEMP1 FABP5 FAM167B FN1 FXYD5 HTRA1 IGFBP7 LDB2 LGALS1 MARCKS MEF2C MIF MPZL2 MRPL20 NFIB NRP2 NUPR1 PLVAP PMP22 PRCP PRDX5 QSOX1 RBP5 RGCC RPS27L S100A10 S100A4 SNCG SPARCL1 TFF3 TFPI TM4SF18 TSPO VCAM1 VWF GAVISH_3CA_METAPROGRAM_ENDOTHELIAL_ENDO_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_ENDOTHELIAL_ENDO_1 ACE ADGRF5 ANGPT2 ANGPTL2 CA2 CDH13 COL15A1 COL4A1 COL4A2 CXCR4 EDNRB ESM1 FCN3 FLT1 GJA1 GRB10 HECW2 HSPG2 HTRA1 IGFBP3 INSR ITGA1 IVNS1ABP KDR LAMA4 LBH MCAM MIR4435-2HG MLEC MMP2 MYO1B NHERF2 NID1 NOTCH4 PDGFD PLPP3 PLVAP PODXL PTP4A3 PXDN RGCC SPARC SPRY4 STC1 TIMP3 TM4SF18 TNFRSF4 TP53I11 UNC5B VWA1 GAVISH_3CA_METAPROGRAM_ENDOTHELIAL_ENDO_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_ENDOTHELIAL_ENDO_2 ADD3 ADIRF AKAP12 ANGPT2 APOD ARL4A CCDC80 CCL21 CD9 CISD1 CLDN5 CLU EFEMP1 FABP4 FABP5 FLT4 FN1 FXYD6 GFUS GYPC IGF1 IGFBP5 LAPTM5 LIMS1 LYVE1 MAF MFAP2 MMRN1 MRC1 NR2F1 NR2F2 NRP2 NTS PARD6G PDPN PPFIBP1 PPP1R2 PROX1 PTPRE RARRES2 RBP1 RELN RGS16 SEMA3A SNCG STMN1 TFF3 TFPI TIMP1 TSPAN5 GAVISH_3CA_METAPROGRAM_ENDOTHELIAL_ENDO_3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_ENDOTHELIAL_ENDO_3 A2M AQP1 BTNL9 CA4 CALCRL CAVIN2 CD36 CD93 CLDN5 CLEC14A EDN1 EGFL7 ENG EPAS1 ESAM FAM107A FCN3 GIMAP7 GNG11 GPIHBP1 GPX3 HSPG2 HYAL2 ID1 IFI27 IFNGR1 IGFBP7 IL7R LIFR MGP MT1E MT1M MT1X MT2A NOTCH4 PECAM1 PLVAP PTPRB RAMP2 RAMP3 RGCC RNASE1 SLC6A4 SPARC SPARCL1 TCIM TM4SF1 TMEM100 TNFSF10 VWF GAVISH_3CA_METAPROGRAM_ENDOTHELIAL_ENDO_4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_ENDOTHELIAL_ENDO_4 ADGRF5 AQP1 ARHGDIB ARRDC2 BTNL9 CEBPB CMTM8 COL4A1 CRHBP EFNB1 EHD3 EMCN ESM1 F8 FCN3 FGL2 FLT1 GJA5 GMFG HECW2 ID2 IGFBP5 IL13RA2 IL1RL1 ITGA8 KDR LDB2 LGALS3BP LINC00551 MEG3 MGP NOSTRIN NRP1 NTN4 PLAT PLPP1 PLPP3 POMP PRX RBMS1 S100A4 SGK1 SLC14A1 SLC44A1 SOST SYNE1 TBX3 TGFBR2 TMEM204 TSPAN7 GAVISH_3CA_METAPROGRAM_ENDOTHELIAL_ENDO_5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_ENDOTHELIAL_ENDO_5 ADM APOD CHST1 CHST15 CLDN5 COL12A1 COL4A1 COTL1 CTHRC1 CXCR4 CYTL1 DEPP1 EFCAB14 EIF4EBP1 ESM1 FABP5 FSCN1 GMFG GPIHBP1 GYPC HOMER3 IGF2 IL32 JUP LAMA4 LGALS1 LOX LXN LY6H MARCKS MCAM MGLL MMP2 NID2 PCDH12 PDGFB PGF PXDN RGCC RGS3 RND3 SLC38A1 SLC4A7 SMAD1 SMTN TNFAIP8L1 TNFRSF4 TP53I11 TSPAN15 WFS1 GAVISH_3CA_METAPROGRAM_ENDOTHELIAL_ENDO_6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_ENDOTHELIAL_ENDO_6 ACE ADIRF ANXA1 ANXA3 APP CA4 CAPZA2 CARD16 CAV2 CD82 CNN3 CYP3A5 DEPP1 DNAJC1 EDNRB EMCN EMP2 FENDRR FRY GNG11 HLA-DMA HLA-DQA1 HLA-DQB1 HPGD ICAM2 IL1RL1 IL32 ITM2A LGALS1 MARCKS MYLK NHERF2 PRX RPN1 S100A3 S100A4 SERPINB1 SERPINB6 SERPINE1 SGK1 SLC14A1 SOSTDC1 SPARC SPARCL1 TMEM100 TMEM204 TSPAN12 TSPAN15 TUBA1A TYMP GAVISH_3CA_METAPROGRAM_ENDOTHELIAL_ENDO_7 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_ENDOTHELIAL_ENDO_7 AKAP12 ATOH8 BTNL9 CA4 CARHSP1 CD320 CD36 CDC42EP4 COL15A1 CTSH DDIT4 DHRS3 DNASE1L3 EDNRB F2RL3 FAM167B FCN3 FXYD6 GAS6 GYPC HES1 HLA-DQA1 ID2 ITM2A MLEC MT1E MT1M MT1X MT2A NHERF2 NKX2-3 NOSTRIN NOTCH4 NQO1 OSBPL1A PLPP1 PLPP3 RAMP3 RBP7 RGCC SELENOP SGK1 SIPA1L2 SPP1 STC1 TM4SF18 TMEM204 TMEM88 TSC22D1 VWA1 GAVISH_3CA_METAPROGRAM_ENDOTHELIAL_HEV_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_ENDOTHELIAL_HEV_1 ACKR1 ACTN1 ADIRF ARL4A C7 CCL14 CCL2 CD74 CEBPD CLU CPE CXCL2 CYP1B1 DUSP23 FBLN2 HAPLN3 HLA-DMA HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB5 ICAM1 IER3 IL1R1 IL33 LIFR MGP MMRN1 NCOA7 NNMT NPC2 NR2F2 PLAT POSTN PRCP PTGDS RAMP3 SELE SELP SLCO2A1 SNCG SOD2 TFPI TSPAN7 VCAM1 VWF ZNF385D GAVISH_3CA_METAPROGRAM_ENDOTHELIAL_HEV_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_ENDOTHELIAL_HEV_2 ACKR1 ADAM15 ADAMTS1 ADAMTS6 ADIRF APLNR APOL1 CALCRL CRIP1 DUSP23 EHBP1L1 EMP3 ENTPD1 EPHB4 FBLN2 FN1 HEG1 HYAL2 IGFBP5 ITGA6 KLF2 MALL MARCKS NDRG1 NOS3 NR2F2 PCDH12 PCDH17 PGM5 PLAC9 PLEC PRCP PTGDS RAMP3 SELE SELP SEMA3F SLC6A6 SLCO2A1 SPTAN1 STC1 TEK TGM2 THBD TNXB TSHZ2 VCAM1 VCAN VEGFC VWF GAVISH_3CA_METAPROGRAM_ENDOTHELIAL_INTERFERON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_ENDOTHELIAL_INTERFERON APOL2 APOL6 BST2 CMPK2 CXCL10 CXCL11 EIF2AK2 EPSTI1 GBP1 GBP2 GBP4 HAPLN3 IFI35 IFI44 IFI44L IFI6 IFIT1 IFIT2 IFIT3 IRF1 IRF7 ISG15 ISG20 LAP3 LY6E MT2A MX1 MX2 NT5C3A OAS1 OAS2 OAS3 PARP14 PLAAT4 PPM1K RIGI RSAD2 SAMD9 SAMD9L SAMHD1 SERPING1 STAT1 TAP1 TAP2 TNFSF10 TRIM22 UBE2L6 USP18 WARS1 XAF1 GAVISH_3CA_METAPROGRAM_ENDOTHELIAL_NF_KB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_ENDOTHELIAL_NF_KB ABL2 ACKR1 ADAMTS4 ADAMTS9 AKAP12 ARID5A BIRC3 C11orf96 C2CD4B CCL2 CDKN1A CLU CSF3 CXCL2 CXCL8 DDX21 EMP1 ETS2 GJA1 HIF1A ICAM1 IER3 IGFBP7 IL6 ISG20 LITAF LMNA MT1A MYC NAMPT NCOA7 NDRG1 NFKBIA NNMT PLVAP PMP22 PNP POSTN PTPRE RND1 SELE SERPINB1 SOD2 THBS1 TIMP1 TMEM70 TNFAIP3 TUBB6 UGCG VCAM1 GAVISH_3CA_METAPROGRAM_ENDOTHELIAL_NOTCH_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_ENDOTHELIAL_NOTCH_SIGNALING ADAMTS1 ADAMTS6 ALPL ARL15 ATP13A3 CLDN5 CXCL12 CXCL2 DEPP1 DLL4 EDN1 EFNB2 EMP3 ENPP2 FAM107A FBLN2 FBLN5 FN1 GJA4 GJA5 HES4 HEY1 ICAM2 IGF2 IGFBP3 JAG1 JAG2 KCTD12 LTBP4 MECOM NHERF2 NUDT4 PCSK5 PLLP PLPP1 PODXL PPA1 PPP1R14A RHOB S100A4 SAT1 SEMA3G SERPINE2 SOX17 SRGN STC1 STMN1 SULF1 THSD7A VEGFC GAVISH_3CA_METAPROGRAM_ENDOTHELIAL_STRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_ENDOTHELIAL_STRESS ADAMTS1 APOLD1 ARID5A ATF3 BAG3 BHLHE40 BRD2 BTG2 C11orf96 CCL2 CCNL1 CDKN1A CSRNP1 CXCL2 DNAJA1 DNAJB1 EGR1 FOS FOSB FOSL2 GADD45B HES1 HEXIM1 HSPA1A HSPA1B HSPH1 ICAM1 IER2 IER3 IRF1 JUN JUNB JUND KDM6B KLF4 MAFF MCL1 MIDN NFKBIA NFKBIZ NR4A1 PPP1R15A RND1 SERTAD1 SLC2A3 SOCS3 SOD2 TNFRSF10D ZC3HAV1 ZFP36 GAVISH_3CA_METAPROGRAM_EPITHELIAL_ALVEOLAR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_EPITHELIAL_ALVEOLAR ABCA3 AK1 ALPL AQP1 AQP3 C16orf89 C3 C4BPA CA2 CD74 CTSH CXCL17 CXCL2 CYB5A DBI FABP5 HLA-DPA1 HLA-DPB1 HLA-DRA HLA-DRB1 HOPX LAMP3 LPCAT1 LRRK2 MALL MFSD2A MUC1 NAPSA NNMT NPC2 PEBP4 PGC PIGR PLA2G1B RNASE1 SCGB3A1 SCGB3A2 SERPINA1 SFTA2 SFTA3 SFTPA1 SFTPA2 SFTPB SFTPC SFTPD SLC34A2 SLPI TCIM TFPI WIF1 GAVISH_3CA_METAPROGRAM_EPITHELIAL_ANDROGEN_PROSTATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_EPITHELIAL_ANDROGEN_PROSTATE ACP3 ADIRF AGR2 AZGP1 CCN3 CDC42EP5 CPE CRACR2B DHRS7 ELAPOR1 FAM3D GOLM1 H2AJ IFI6 KLK11 KLK2 KLK3 LAMP2 LRRC26 MSMB NDRG1 NKX3-1 NPDC1 NUCB2 PDLIM5 PLA2G2A PLPP1 PPP1R1B PPP3CA RAMP1 RDH11 SCGB2A1 SEC11C SLC12A2 SLC39A6 SLC44A4 SLC45A3 SMS SORD SPDEF STEAP2 STEAP4 TFF1 TFF3 TMPRSS2 TRGC1 TSPAN1 TSPAN8 VSIG2 WNK4 GAVISH_3CA_METAPROGRAM_EPITHELIAL_CELL_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_EPITHELIAL_CELL_CYCLE ANP32E ASPM BIRC5 CCDC34 CCNB1 CCNB2 CDC20 CDK1 CDKN3 CENPF CENPU CENPW CKS1B CKS2 DEK DTYMK DUT H2AZ1 H2AZ2 H4C3 HMGB2 HMGB3 HMGN2 KIF20B KPNA2 MAD2L1 MKI67 NUDT1 NUSAP1 PCLAF PCNA PRC1 PTTG1 RPA3 RRM2 SMC2 SMC4 STMN1 TK1 TMPO TOP2A TPX2 TUBA1B TUBB TUBB4B TYMS UBE2C UBE2S UBE2T ZWINT GAVISH_3CA_METAPROGRAM_EPITHELIAL_CILIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_EPITHELIAL_CILIA AGR3 C12orf75 C20orf85 C9orf24 CAPS CAPSL CCDC146 CCDC170 CCDC78 CES1 CETN2 CFAP126 CFAP144 CFAP276 CFAP53 CFAP90 CIBAR2 CRIP1 DNAAF1 DYNLL1 DYNLRB2 DYNLT2B ECRG4 EFHC1 FAM229B FOXJ1 HOATZ IGFBP7 IK KIF9 LRRIQ1 MORN2 MORN5 MRPS31 MS4A8 ODF3B OMG PIERCE1 PIFO PSENEN RSPH1 SNTN TEKT1 TMEM190 TPPP3 TSPAN1 TUBA1A TUBB4B WDR54 ZMYND10 GAVISH_3CA_METAPROGRAM_EPITHELIAL_COLON_RELATED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_EPITHELIAL_COLON_RELATED ABCA5 AGR2 ANKRD36C AQP3 BCAS1 CLCA1 DST ELAPOR1 F3 FCGBP FER1L6 GSN HEPACAM2 HES6 HPCAL1 HSP90B1 HSPA5 IFI6 ITLN1 ITM2A JMJD1C KLK1 KRT20 LINC00261 LMAN1 LRRC26 LYPD8 MGLL MLPH MT1G MUC2 PHGR1 PHLDA1 REG3A REG4 REP15 RNASE1 SEC24D SERPINA1 SLC12A2 SPINK1 SPINK4 ST6GALNAC1 SYTL2 TFF1 TFF3 TPSG1 WFDC2 XBP1 ZG16 GAVISH_3CA_METAPROGRAM_EPITHELIAL_EMT_LIKE_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_EPITHELIAL_EMT_LIKE_1 ACTA2 ACTN1 AREG C1R CALD1 CAV1 CAVIN1 CCL2 CCN1 COL17A1 COL18A1 COL7A1 CRYAB CXCL14 DCN DST FHL2 FLNA IFITM3 IGFBP2 IGFBP7 ITGA6 ITGB1 ITGB4 KRT14 KRT15 KRT17 KRT5 LAMB3 LAMC2 LGALS1 MMP10 MT1E MT1X MT2A MYC MYL9 PDLIM1 PHLDA1 POSTN S100A2 SERPINF1 SFN SPARC TAGLN TGFBI TIMP1 TNFRSF12A TPM2 VIM GAVISH_3CA_METAPROGRAM_EPITHELIAL_EMT_LIKE_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_EPITHELIAL_EMT_LIKE_2 ANKRD36C ANXA1 ANXA2 ANXA3 BIRC3 C15orf48 CALD1 CCL2 CCL28 CCND1 CD24 CDC42EP1 CLDN1 CLDN3 CST6 DEFB1 EMP3 GBP1 HLA-DQA1 IFI27 IL32 KRT17 KRT23 KRT7 LAMB3 LGALS1 LTF MALL MMP7 NFKBIA PLAUR RARRES1 RBP1 RND3 SAA1 SFN SOD2 SPTSSB TACSTD2 TGFB2 THBS1 TIMP1 TM4SF1 TMSB4X TNFAIP2 TNFRSF12A TPM1 TUBA1A TYMP VIM GAVISH_3CA_METAPROGRAM_EPITHELIAL_EPI3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_EPITHELIAL_EPI3 ANXA1 AREG BNIP3 CALD1 CDKN1A DDX21 ECM1 EGLN3 EPHA2 FGFBP1 FOSL1 FSCN1 GJB2 GJB3 HAS3 HBEGF IER3 INHBA KDM6B KLHL21 KRT16 KRT17 KRT6A KRT6B KRT6C LAMA3 LAMC2 LY6D LYPD3 MAP7D1 NDRG1 NDUFA4L2 NOP16 NPPB ODC1 PHLDA1 PHLDA2 PTPRE S100A2 S100A8 S100A9 SERPINB2 SMOX SOWAHC TGM1 TNFRSF12A TUBA1C TUBB6 VEGFA ZC3H12A GAVISH_3CA_METAPROGRAM_EPITHELIAL_EPI4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_EPITHELIAL_EPI4 AGR2 APLP2 APP AREG BCAM BSG CALR CANX CCL20 CD47 CD63 CD74 CD9 CEACAM6 CST3 CTSH EPCAM HLA-A HLA-B HSP90B1 ICAM1 ITGB1 ITM2B LAPTM4A LGALS3BP LMAN1 LY6E MYDGF NAPSA NPC2 P4HB PAEP PDIA3 PDIA6 PERP PPIB PSAP SFTPB SPINT2 SYNGR2 SYPL1 TACSTD2 TFPI TMCO1 TMED10 TMED2 TMED9 TMEM59 TSPAN13 WFDC2 GAVISH_3CA_METAPROGRAM_EPITHELIAL_EPISEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_EPITHELIAL_EPISEN AKR1B10 AQP3 CALML3 CALML5 CD24 CLDN4 CLIC3 CRABP2 CSTA CSTB DMKN DSC2 FABP5 GJB2 GLTP GPR15LG IL1RN IVL KLK11 KRT1 KRT10 KRT13 KRT16 KRT4 KRT6A KRT6B KRT6C KRTDAP LY6D LYPD3 MAL2 PDZK1IP1 PKP1 RAB25 RHCG S100A7 S100A8 S100A9 SBSN SERPINB1 SERPINB13 SERPINB3 SERPINB4 SLPI SPINK5 SPRR1A SPRR1B SULT2B1 TMEM40 TMEM45A GAVISH_3CA_METAPROGRAM_EPITHELIAL_EPI_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_EPITHELIAL_EPI_1 ADIRF AGER AHNAK ANKRD29 ANOS1 ANXA2 ANXA3 AQP4 C19orf33 CAV1 CAV2 CD151 CD55 CEACAM6 CLDN18 CLIC3 CLIC5 CST6 CYP4B1 EMP2 FMO2 GAS6 GGTLC1 GPRC5A IFI27 IGFBP7 IL32 KRT19 KRT7 LIMCH1 LMO7 MYL9 PDLIM2 RAB11FIP1 RDX RGCC RTKN2 S100A10 S100A4 SCEL SEMA3B SLC39A8 SPARC SPOCK2 SUSD2 TIMP3 TNNC1 TSPAN13 UPK3B VEGFA GAVISH_3CA_METAPROGRAM_EPITHELIAL_EPI_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_EPITHELIAL_EPI_2 ACP3 ADIRF ANXA1 ANXA2 ATP1B1 CA4 CD24 CD74 CLDN10 CLDN16 CLDN7 CLU CXCL14 DEPTOR HLA-B IFITM3 IGFBP2 IGFBP6 ITM2C KNG1 KRT17 KRT19 KRT7 LGALS3 LY6E MAL MGLL MMP7 MUC1 PAPPA2 PCSK1N PERP PTH1R S100A10 S100A11 S100A14 S100A2 S100A4 S100A6 S100A9 SLC12A1 SLPI SOD2 SOD3 TACSTD2 TIMP1 TM4SF1 TSPAN1 TSPAN8 WFDC2 GAVISH_3CA_METAPROGRAM_EPITHELIAL_INTERFERON_MHC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_EPITHELIAL_INTERFERON_MHC A2M ANXA2 B2M BST2 CAVIN2 CD74 CRHBP CRIP2 DUSP1 EMCN ENG EPAS1 FKBP1A GIMAP7 GNG11 HLA-A HLA-B HLA-C HLA-DPA1 HLA-DPB1 HLA-DRA HLA-DRB1 HLA-DRB5 HLA-E ID1 ID3 IFI27 IFITM1 IFITM2 IFITM3 IGFBP5 IGFBP7 LGALS1 MGP MT2A MYL12A NHERF2 PLAT PLPP3 RAMP2 RAMP3 RNASE1 SPARC TIMP3 TM4SF1 TMSB10 TMSB4X TSC22D1 VAMP5 VIM GAVISH_3CA_METAPROGRAM_EPITHELIAL_METABOLISM_KIDNEY_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_EPITHELIAL_METABOLISM_KIDNEY_1 ACSM2A ACSM2B AKR1A1 AKR1C3 ALDOB APOE AZGP1 BBOX1 BHMT C11orf54 CLTRN CRYAB CUBN CXCL14 DAB2 DPEP1 FABP1 GATM GLYAT GLYATL1 GSTA1 HAO2 HPD IL32 KHK LGALS2 LRP2 MGST1 MIOX MT1F MT1G MT1H MT1X NAT8 NEAT1 OCIAD2 PCK1 PDZK1 PDZK1IP1 PEPD RBP5 RIDA SLC16A9 SLC3A1 SLC5A12 SMIM24 SPP1 TMEM176A TSPAN1 UGT2B7 GAVISH_3CA_METAPROGRAM_EPITHELIAL_METABOLISM_KIDNEY_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_EPITHELIAL_METABOLISM_KIDNEY_2 ANXA2 AQP2 AQP3 ARG2 ASAH1 ATP1B1 BTG2 CA2 CALB1 CDH16 CLDN7 CLDN8 CLU CTSH EMX1 EPCAM FOLR1 FXYD4 GATA3 GATA3-AS1 HMGCS2 HSD11B2 IER3 KRT19 LHX1 MAL2 MAN1A1 NDRG1 PAPPA PTGER1 PTGR1 RALBP1 RCAN1 RTN3 S100A2 SCNN1B SCNN1G SCPEP1 SELENOM SLC8A1 SMIM22 ST6GAL1 STC1 TACSTD2 TMSB4X TPM4 TSPAN1 WFDC2 WNK1 WSB1 GAVISH_3CA_METAPROGRAM_EPITHELIAL_MYC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_EPITHELIAL_MYC AHCY AKR1B10 ALG3 BZW2 C1QBP CA2 CISD3 CKMT1A DCTPP1 DKC1 EBNA1BP2 EBPL EEF1E1 EIF4EBP1 EXOSC5 F12 FABP5 FBL GCSH GNL3 GPATCH4 IMPDH2 ISOC2 LYZ MRPL12 MRPL24 MRPL3 MRPS12 MT1G MYC NIFK NME1 NOB1 NOP16 NPM3 OLFM4 PAICS PHB1 POLD2 PRMT1 REG4 RSL1D1 RUVBL1 SRM STOML2 TKT TOMM22 TOMM40 TPPP3 TRAP1 GAVISH_3CA_METAPROGRAM_EPITHELIAL_NEUROENDOCRINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_EPITHELIAL_NEUROENDOCRINE ASB9 BEX1 BEX2 BEX3 BTG3 CD99 CHGA CHGB CLU CPE DEPP1 ERO1B FXYD2 GAD2 GCG GNAS HADH IAPP IGFBP7 INS MAFB MAP1B MEG3 MEIS2 MIR7-3HG NEUROD1 NKX2-2 NLRP1 OTULINL PAM PAX6 PCSK1N PCSK2 PFN2 PTPRN QPCT RASD1 RHOBTB3 SCG2 SCG3 SCG5 SCGB2A1 SCGN SEC11C SHISAL2B SLC30A8 STMN2 TTR TUBA1A UCHL1 GAVISH_3CA_METAPROGRAM_EPITHELIAL_PDAC_RELATED_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_EPITHELIAL_PDAC_RELATED_1 AKR1B10 AKR1C3 APCS C3 CA2 CD74 CD81 CEACAM6 CEACAM7 CFTR CLDN10 CLU CRISP3 CRP DEFB1 DUOX2 DUOXA2 FOLR1 FXYD2 GATM GPX2 HLA-DRA HLA-DRB1 HLA-DRB5 HSD17B2 IFITM3 LCN2 LGALS2 LYZ MMP7 MT1E NNMT OLFM4 PDZK1IP1 PIGR REG1A SERPINA1 SERPINA5 SERPING1 SLC3A1 SLC4A4 SOD2 SPINK1 SPP1 TCIM TCN1 TFF1 TFF2 TFF3 TM4SF4 GAVISH_3CA_METAPROGRAM_EPITHELIAL_PDAC_RELATED_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_EPITHELIAL_PDAC_RELATED_2 ANXA1 APOL1 C15orf48 CD55 CEACAM5 CEACAM6 CLDN23 CLIC3 COL17A1 CTSE DHRS9 DUOX2 DUOXA2 EPS8L1 ERO1A F3 GPRC5A IFI6 IL32 ISG20 ITGA2 KLK10 KRT19 KRT7 LAMC2 LMO7 MALL MMP7 MUC1 MUC5AC MUCL3 PDZK1IP1 PHGR1 PI3 PLAC8 PLAT PLAUR PSCA REG4 S100A4 S100P SLC2A1 SLC6A14 SLPI TACSTD2 TFF1 TFF3 TIMP1 TRIM29 TSPAN1 GAVISH_3CA_METAPROGRAM_EPITHELIAL_PDAC_RELATED_3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_EPITHELIAL_PDAC_RELATED_3 ACE2 ADIRF ALDOB AMN ANPEP AOC1 APOA1 APOA4 APOB CD74 CDH17 CDHR2 CDHR5 CES2 CLDN3 CYP2C18 CYP3A4 DHRS11 FABP1 FABP2 FOLH1 HPGD HSD17B2 IL32 ITM2C KRT20 MEP1A MT1G MT1H MTTP MUC13 PCK1 PDK4 PHGR1 PIGR PLAC8 PRAP1 RBP2 SELENOP SGK1 SI SLC26A3 SLC5A1 SMIM24 TM4SF20 TM4SF4 TMPRSS15 TSPAN8 UGT2A3 VNN1 GAVISH_3CA_METAPROGRAM_EPITHELIAL_RESPIRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_EPITHELIAL_RESPIRATION ALDOA ATP1B1 ATP5F1B ATP5F1C ATP5MC1 ATP5MC3 ATP5MG ATP5MK ATP5PD ATP5PF ATP5PO BEX3 CBR1 CD24 CHCHD10 CKB COX5A COX5B COX6B1 COX7B COX8A CYCS CYSTM1 DEFB1 DUSP9 ENO1 FXYD2 GSTM3 GSTP1 HSPA2 IDH2 KNG1 LDHB MPC1 MRPS6 NDUFA1 NDUFA5 NDUFB1 NDUFS6 NUDT4 PEBP1 PRDX2 PRDX3 S100A6 SLC25A4 SLC25A5 TMEM52B UCHL1 UMOD UQCRH GAVISH_3CA_METAPROGRAM_EPITHELIAL_SECRETED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_EPITHELIAL_SECRETED AGR2 AKR1C1 AQP5 BPIFB1 C3 CEACAM6 CLU CP CTSC CXCL1 CXCL17 CXCL6 CXCL8 CYP2F1 ELF3 FAM3D GSTA1 IGFBP3 KLK11 KRT19 KRT7 LCN2 LTF MDK MGP MMP7 MSMB MUC5B PIGR PRSS23 PSCA RARRES1 RHOV S100A9 S100P SAA1 SAA2 SCGB1A1 SCGB3A1 SERPINB3 SLPI TFF3 TGM2 TMEM45A TSPAN1 TSPAN8 VMO1 WFDC2 XBP1 ZG16B GAVISH_3CA_METAPROGRAM_EPITHELIAL_STRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_EPITHELIAL_STRESS ATF3 BCAM BTG2 CCN1 CCNL1 CEBPD CLDN4 CLU CXCL1 CXCL2 CXCL8 DNAJB1 DUSP1 EGR1 ELF3 ERRFI1 FOS FOSB GADD45B GDF15 HES1 ID1 IER2 IER3 IRF1 JUN JUNB JUND KLF4 KLF6 KRT15 KRT17 KRT19 MAFF MALAT1 NCOA7 NEAT1 NFKBIA NR4A1 PPP1R15A RHOB SOCS3 SOX4 TACSTD2 TSC22D1 VMP1 WSB1 ZFP36 ZFP36L1 ZFP36L2 GAVISH_3CA_METAPROGRAM_EPITHELIAL_V_ATPASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_EPITHELIAL_V_ATPASE ADGRF5 ARHGAP18 ATP6AP2 ATP6V0A4 ATP6V0B ATP6V0D2 ATP6V1A ATP6V1B1 ATP6V1C2 ATP6V1G3 BSG C12orf75 CA12 CA2 CD9 CLCNKA CLCNKB CLNK CTSD DHRS7 DSG2 EPCAM EPS8 FAM24B HEPACAM2 HLA-B HLA-C IGFBP5 IGFBP7 IL18 ITGA6 LGALS3 LINC01187 LITAF MAL MALAT1 MT-ND3 PLAAT4 PTGER3 RCAN2 RHCG RTN4 SCIN SLC25A39 SLC26A7 SMIM24 SMIM6 TFCP2L1 TMEM213 TMSB4X GAVISH_3CA_METAPROGRAM_FIBROBLASTS_CAF_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_FIBROBLASTS_CAF_1 ACTA2 AEBP1 ASPN CCDC80 CCN2 COL10A1 COL11A1 COL12A1 COL1A1 COL1A2 COL3A1 COL5A1 COL5A2 COL6A3 COL8A1 COMP CTHRC1 CTSK CXCL14 DCN DPT ELN FBLN1 FBN1 FN1 FNDC1 IGFBP3 IGFBP5 INHBA ISLR ITGBL1 LUM MFAP2 MFAP5 MMP11 MMP2 MXRA5 PALLD PLAU POSTN PRSS23 SDC1 SFRP2 SFRP4 SPARC SULF1 TAGLN THBS2 TIMP3 VCAN GAVISH_3CA_METAPROGRAM_FIBROBLASTS_CAF_10 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_FIBROBLASTS_CAF_10 AGT BMP4 BMP5 COL12A1 CST1 CXCL14 CXCR4 DLL1 DMKN EMID1 ETS2 F2R F2RL2 F3 FABP5 FENDRR GDF15 GJA1 GMFG HSD17B2 IGFBP2 IL7R LSP1 MEST MGLL MME MMP11 NSG1 PAG1 PDGFD PDGFRA PDPN PLAT PLAU PPP1R14A PRDM1 PROCR RBP1 SOX6 SPRY1 TGFBI TGM2 TM4SF1 TMEM176A TMEM176B TNFSF11 TRPA1 TSLP TSPAN33 WNT5A GAVISH_3CA_METAPROGRAM_FIBROBLASTS_CAF_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_FIBROBLASTS_CAF_2 APCDD1 APOE ASPN BPGM BST2 C1QTNF6 CHCHD10 CHN1 COL18A1 COL4A1 COL4A2 COL5A3 COL7A1 CTSC CYGB F2R FMOD GGT5 GPM6B GUCY1A1 HES4 HSPA1A HTRA3 ID4 IGFBP3 IL24 ITGA1 LAMB1 LAMP5 LOXL2 MEST MMP11 NOTCH3 NREP OLFM2 PAG1 PDGFRB PLXDC1 POSTN PRSS23 SFRP2 SPARCL1 SPATS2L SPON2 SPRY1 TGFB3 TMEM204 TNFAIP6 TNFRSF21 WNT5A GAVISH_3CA_METAPROGRAM_FIBROBLASTS_CAF_3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_FIBROBLASTS_CAF_3 A2M ADH1B AOC3 BMP5 C7 CCN1 CCN2 CDH11 CES1 CFD DST ELN FBLN5 FGFR4 FHL1 FIBIN FMO2 FN1 FOS G0S2 GPC3 GPM6B INMT ITGA8 LBH LIMCH1 LTBP2 LUM MACF1 MAMDC2 METTL7A MFAP4 MYH10 PLEKHH2 PLPP3 PPP1R14A PTGDS RARRES2 RGCC SCN7A SELENOP SLIT2 SPINT2 SRGN TCF21 TGM2 TIMP3 USP53 VEGFD GAVISH_3CA_METAPROGRAM_FIBROBLASTS_CAF_4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_FIBROBLASTS_CAF_4 ANKRD36C ARGLU1 ARHGEF12 ASH1L ATXN1 BPTF CCNL2 COL11A1 COL12A1 DDX17 DST DYNC1H1 ENAH FAT1 GOLGB1 HNRNPH1 HNRNPU KCNQ1OT1 LAMB1 LENG8 LPP LUC7L3 MACF1 MALAT1 MAP4K4 MEG3 MXRA5 NEAT1 NFAT5 NKTR OGT PEAK1 PHLDB1 PNISR RBM5 RIF1 RNF213 RUNX1 SPEN STAT2 SULF1 SYNE1 TEAD1 TRIO VMP1 WSB1 XAF1 XIST ZKSCAN1 ZNF638 GAVISH_3CA_METAPROGRAM_FIBROBLASTS_CAF_5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_FIBROBLASTS_CAF_5 ACTA2 ACTG2 AEBP1 ASPN BCAM CCN1 CD9 CLU CNN1 COL14A1 CRYAB CSRP1 DEPP1 EGR1 FXYD1 GADD45B HSPA1A IGFBP2 IGFBP5 LBH LITAF LMOD1 LTBP1 MSRB3 MT1E MT1M MT1X MTHFD2 MYH11 NDUFA4 NET1 NEXN NNMT NTRK2 PDK4 PDLIM5 PHLDA2 PLN PPP1R12B RARRES2 RERGL S100A4 S100A6 SORBS2 SYNPO2 TAGLN THBS1 TIMP3 TM4SF1 TXNIP GAVISH_3CA_METAPROGRAM_FIBROBLASTS_CAF_6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_FIBROBLASTS_CAF_6 ANXA3 BAMBI BDKRB1 CD44 CD9 CITED2 CLIC3 CRIP1 CRIP2 DES EMP1 EMP3 ERRFI1 EZR FLNB FSTL3 GPRC5A HAS1 IGFBP6 IL18 JUND KLF2 KLF6 KRT18 KRT19 KRT7 LINC01133 LRRFIP1 LUM MAP1B MEG3 MRGPRF MYADM PHLDA2 PLEC RHOB SERPINB2 SERPINE1 SLC12A8 SPON2 TAGLN TGM1 TIMP3 TM4SF1 TNFRSF11B TOB1 TPPP3 TUBB2A UAP1 YWHAH GAVISH_3CA_METAPROGRAM_FIBROBLASTS_CAF_7 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_FIBROBLASTS_CAF_7 ADM AKR1B1 APCDD1 APOD BMP4 CACNA2D3 CCL11 CCL2 CH25H CP CPE CPXM2 CRABP1 CRABP2 CXCL1 CXCL14 CXCL6 DIO2 DLL1 DPT F2R FMOD GGT5 GPM6B IGF2 IGFBP2 MASP1 MFAP4 MGP MGST1 MRPS6 PAPPA PDGFRA PLPP1 PLPP3 PRSS12 PTGDS RGCC SERPINE2 SLC5A3 SPON1 SPRY1 STC1 TMEM176B TNFRSF11B TNFRSF21 TWIST2 WLS WNT2 WNT5A GAVISH_3CA_METAPROGRAM_FIBROBLASTS_CAF_8 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_FIBROBLASTS_CAF_8 ANO1 CADPS CD248 CDC42EP3 CDKN2B CLDN11 COL10A1 COL16A1 COMP CRIM1 CST1 CST2 CXCL14 CYP1B1 DPEP1 ECRG4 EGR2 ELN ENG F2R FRZB HAND2-AS1 IGFBP2 IGFBP3 IGFBP5 INMT ITGB5 ITGBL1 LAMP5 LRRC32 LTBP2 MATN3 MEST MMP28 NFIX NR2F1 NT5DC2 NTM PKDCC PPP1R14A PRELP RAMP1 RFTN1 SEMA3C SERPINE1 SLC6A6 STRA6 TNS1 TSHZ2 ZCCHC24 GAVISH_3CA_METAPROGRAM_FIBROBLASTS_CAF_9 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_FIBROBLASTS_CAF_9 AKR1C1 ANXA1 APOD C11orf96 CCL2 CD59 CREM CTSL CXCL3 CYTOR DDX21 EMP1 FOSL1 FTH1 GEM GPRC5A HMGA1 HMOX1 HSPA5 IER3 IGFBP7 IL1R1 IL6 INHBA ITPRIP KCNE4 LIF MAP1B MIR4435-2HG MT1A MYC NR3C1 PHLDA1 PTGS2 PTX3 SERPINE1 SLC4A7 SOD2 SPRY2 SPSB1 THAP2 THBS1 THBS2 TM4SF1 TNFRSF12A TXN TXNRD1 UGDH VASN VEGFA GAVISH_3CA_METAPROGRAM_FIBROBLASTS_CELL_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_FIBROBLASTS_CELL_CYCLE ANLN ANP32E ARL6IP1 ASPM BIRC5 CCNB1 CCNB2 CDC20 CDK1 CDKN3 CENPF CENPW CKAP2 CKS1B CKS2 DTYMK GGH H2AZ1 H2AZ2 H4C3 HMGB2 HMGB3 HMGN2 KIF20B KPNA2 MAD2L1 MCM7 MKI67 NUSAP1 PCLAF PCNA PTTG1 RPA3 RRM2 SMC2 SMC4 STMN1 TK1 TMEM106C TOP2A TPX2 TUBA1B TUBA1C TUBB TYMS UBE2C UBE2S UBE2T ZWINT GAVISH_3CA_METAPROGRAM_FIBROBLASTS_COMPLEMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_FIBROBLASTS_COMPLEMENT ABCA8 ADH1B APOD APOE C3 C7 CCDC80 CCN5 CFD CFH CLU COL14A1 CXCL12 CXCL14 DPT EFEMP1 FBLN1 FBLN5 FGF7 FMO2 GPC3 GPNMB GPX3 GSN IGF1 IGFBP6 ITM2A MFAP4 MFAP5 MGP MGST1 MT1X OGN PI16 PLA2G2A PLAC9 PODN PRELP PTGDS RARRES1 SELENOP SERPINF1 SFRP1 SFRP2 SFRP4 SOD3 SPARCL1 SRPX TNXB TXNIP GAVISH_3CA_METAPROGRAM_FIBROBLASTS_HYPOXIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_FIBROBLASTS_HYPOXIA ADM AKR1B1 ANGPTL4 BNIP3 C15orf48 CA12 CCL2 CD82 CHI3L1 COL7A1 CXCL1 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 DDIT4 EGLN3 ENO1 FAM162A G0S2 HILPDA IER3 IGFBP3 IL11 IL24 IL6 INHBA MME MMP1 MMP3 MT1E MT2A NAMPT NDRG1 PGK1 PLAU PLIN2 PTGES SCG5 SERPINE1 SLC16A3 SOD2 STC1 STEAP1 TMEM158 TNFAIP6 UPP1 VEGFA WNT5A GAVISH_3CA_METAPROGRAM_FIBROBLASTS_INTERFERON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_FIBROBLASTS_INTERFERON APOL1 BST2 CCL11 CCL2 CD74 CMPK2 CTSS CXCL10 CXCL11 CXCL9 EPSTI1 GBP1 GBP2 GBP4 HAPLN3 IDO1 IFI27 IFI35 IFI44L IFI6 IFIT1 IFIT2 IFIT3 IFITM1 IRF7 ISG15 ISG20 LAP3 MMP11 MT2A MX1 MX2 OAS1 OAS3 OASL PARP14 PLAAT4 PLSCR1 PSMB9 RIGI RSAD2 SOD2 STAT1 TAP1 TNFSF10 TNFSF13B UBE2L6 VCAM1 WARS1 XAF1 GAVISH_3CA_METAPROGRAM_FIBROBLASTS_LIPID_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_FIBROBLASTS_LIPID_METABOLISM ADISSP AGTR1 APOLD1 ARHGDIB ASAH1 CCDC102B CCND1 CCND2 CD36 COL3A1 COL4A1 COL4A2 COL6A3 COX4I2 CYBA CYGB EDNRB FABP4 FABP5 FAM162B FRMD3 FXYD6 GMFG GUCY1A2 HIGD1B IFI27 IFI6 IMPA2 ISG15 ITGA1 ITM2C KCNE4 KCNJ8 LPL MARCKSL1 MYO1B NID1 OAZ2 PAG1 PLAT PLXDC1 PRXL2A RASD1 SEPTIN11 SEPTIN4 SLC12A2 STEAP4 TFPI THY1 TXNIP GAVISH_3CA_METAPROGRAM_FIBROBLASTS_METAL_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_FIBROBLASTS_METAL_RESPONSE ADAMTS9 ADIRF CALB2 CD74 CEMIP CFB CHI3L1 CLDN1 CXCL1 CXCL6 CYSTM1 DAB2 EGFL6 EZR GBP2 HP ID1 ID3 IL13RA2 KRT18 KRT19 KRT8 MGST1 MT1E MT1F MT1G MT1H MT1X MT2A PDZK1IP1 PLA2G2A PLAT PRG4 PROCR RARRES1 SAA1 SAA2 SEL1L3 SELENOP SERPINB4 SLC34A2 SLC39A8 SLC40A1 SLPI TM4SF1 TMEM176B UPK1B UPK3B WFDC2 YPEL3 GAVISH_3CA_METAPROGRAM_FIBROBLASTS_MHC_II https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_FIBROBLASTS_MHC_II ALDH1A1 AP1S2 ARHGAP15 CD74 CD9 CLU COL8A1 CRYAB CTNNAL1 ENDOD1 FABP5 FAM107B FSTL3 FXYD1 GPC1 GPM6B HBEGF HLA-DMA HLA-DPA1 HLA-DPB1 HLA-DRA HLA-DRB1 HLA-DRB5 IGFBP5 ITGB8 LGI4 MAP1B MARCKSL1 MEF2C NES OCIAD2 PAPPA PDGFA PDLIM4 PLP1 PMEPA1 PTN RASSF4 RCAN1 RDX S100B SEMA3B SLC22A17 SORBS2 SPP1 STMN1 TGFBI TMEM176B TSPAN15 VWA1 GAVISH_3CA_METAPROGRAM_FIBROBLASTS_MHC_II_CYTOKINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_FIBROBLASTS_MHC_II_CYTOKINE ABI3BP ACOT7 ADRA2A APOE BIRC3 C3 C7 CCL19 CCL2 CCL21 CCN1 CD24 CD74 CHI3L1 CHI3L2 CLSTN3 CLU CTSH CTSS CXCL1 CXCL12 CXCL13 CXCL14 CYP1B1 DEPP1 DNAJB1 FMO1 FRZB HLA-DRA HLA-DRB1 HSD11B1 IER3 LAP3 LXN PTGDS RAMP3 RARRES1 RBP5 RGS16 RRAD SERPINB9 SOCS3 SOD2 TGM2 TIMP1 TMEM176A TMEM176B TNFSF13B UBD VCAM1 GAVISH_3CA_METAPROGRAM_FIBROBLASTS_MYOFIBROBLASTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_FIBROBLASTS_MYOFIBROBLASTS ACTA2 ACTG2 ALDH1B1 C12orf75 C5orf46 CKAP4 CNN1 COL11A1 COTL1 CRABP2 CREB3L1 CSRP1 EIF4EBP1 FSCN1 GJB2 GLIPR1 GLIPR2 IDH2 KDELR3 LOX LOXL2 LRRC59 MFAP5 MYL9 NEXN NME1 PDLIM7 POSTN PPP1R14B PYCR1 RPL22L1 SEC13 SMYD3 SRM STMN1 SUGCT TAGLN TGFBI TIMP3 TNC TNFRSF12A TPM1 TPM2 TUBA1A TUBA1B TUBA1C TUBB2A TUBB6 YIF1A ZYX GAVISH_3CA_METAPROGRAM_FIBROBLASTS_PERICYTE_LIKE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_FIBROBLASTS_PERICYTE_LIKE A2M ACTA2 ACTG2 ADIRF ANGPT2 ARHGDIB CAV1 CNN1 COL18A1 COL4A1 COL4A2 COX4I2 CRIP1 CRIP2 CSRP1 CSRP2 EGFL6 EPAS1 EPS8 ESAM FRZB GJA4 HIGD1B IGFBP7 ITGA1 JAG1 MAP1B MCAM MEF2C MGP MYH11 MYL9 MYLK NDUFA4L2 NOTCH3 NR2F2 PDGFRB PGF PLN PLXDC1 PPP1R14A PTP4A3 RGS5 SOD3 SPARCL1 TAGLN TFPI TINAGL1 TPM2 TPPP3 GAVISH_3CA_METAPROGRAM_FIBROBLASTS_PI16_POS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_FIBROBLASTS_PI16_POS ACKR3 ADAMTS5 ADAMTSL4 AIF1L ALDH1A3 ANXA3 BASP1 CADM3 CCN3 CD248 CD55 CLEC3B CMAHP COL14A1 CREB5 CRIP1 DBN1 EFHD1 EMILIN2 EMP3 FBN1 FLNB FNDC1 GAS7 HTRA3 IGFBP5 IGFBP6 LIMCH1 LURAP1L MARCKS METRNL MFAP5 PCOLCE2 PCSK6 PI16 PLA1A PPP1R14B PROCR PRSS23 PTGS1 SBSN SCARA5 SEMA3C THBD TMEM100 TNXB TPPP3 UAP1 GAVISH_3CA_METAPROGRAM_FIBROBLASTS_STRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_FIBROBLASTS_STRESS ADAMTS1 ATF3 BAG3 BRD2 BTG2 C11orf96 CCL2 CCN1 CCNL1 CDKN1A CSRNP1 CXCL2 DNAJA1 DNAJB1 DUSP1 EGR1 FOS FOSB GADD45B GEM HES1 HSPA1A HSPA1B HSPH1 ICAM1 ID1 ID2 IER2 IER3 IL6 IRF1 JUN JUNB KDM6B KLF4 MAFF MCL1 MYC NAMPT NFKBIA NFKBIZ NR4A1 NR4A2 PPP1R15A SAT1 SERTAD1 SOCS3 SOD2 TNFAIP3 ZFP36 GAVISH_3CA_METAPROGRAM_MACROPHAGES_CELL_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_MACROPHAGES_CELL_CYCLE ANP32E BIRC5 CARHSP1 CDK1 CDKN3 CENPF CENPM CENPW CKS1B CKS2 DEK DNMT1 DTYMK DUT GGH H2AZ1 H2AZ2 H4C3 HMGB1 HMGB2 HMGB3 HMGN2 IDH2 KPNA2 MCM7 MKI67 NUCKS1 NUSAP1 PCLAF PCNA PTTG1 RANBP1 RPA3 SKA2 SMC2 SMC4 STMN1 TK1 TMEM106C TMPO TOP2A TUBA1B TUBB TUBB4B TYMS UBE2C ZWINT GAVISH_3CA_METAPROGRAM_MACROPHAGES_INTERFERON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_MACROPHAGES_INTERFERON ANKRD22 APOBEC3A CALHM6 CCL2 CCL8 CXCL10 CXCL11 CXCL9 EPSTI1 GBP1 GBP2 GBP4 GBP5 IDO1 IFI27 IFI35 IFI44L IFI6 IFIT1 IFIT2 IFIT3 IFITM1 IFITM3 IL4I1 IRF7 ISG15 ISG20 LAP3 LY6E MT2A MX1 MX2 NT5C3A OAS1 OAS2 PARP14 PLAAT4 PPA1 PSMB9 PSME2 RSAD2 SAMD9L SERPING1 STAT1 TAP1 TNFSF10 TNFSF13B UBE2L6 VAMP5 WARS1 GAVISH_3CA_METAPROGRAM_MACROPHAGES_LIPID_ASSOCIATED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_MACROPHAGES_LIPID_ASSOCIATED A2M ACP5 APOC1 APOE ASAH1 C1QA C1QB C1QC C2 CCL18 CCL3 CD14 CD163 CD59 CD9 CFD CREG1 CTSC CTSD CTSL CYP27A1 DAB2 F13A1 FCGR3A FOLR2 FUCA1 GCHFR GM2A GPNMB GPR34 IFI27 LGALS3 LGMN LIPA MS4A4A MSR1 NPL NUPR1 PLA2G7 PLD3 PLTP RNASE1 SELENOP SLC40A1 SLCO2B1 SPP1 STAB1 TMEM176B TREM2 VSIG4 GAVISH_3CA_METAPROGRAM_MACROPHAGES_MAC_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_MACROPHAGES_MAC_1 ABI3 APOBEC3A BCL2A1 CD48 CD52 CD55 CDKN1C CFD CFP CLEC12A CORO1A COTL1 CRIP1 CYTIP FCGR3A FCN1 FGR HCK HES1 IFITM2 IFITM3 LILRA1 LILRA5 LILRB2 LRRC25 LST1 LTA4H LY6E LYST MAFB MS4A7 MT2A MTSS1 MYO1G NAAA PELATON PLAC8 POU2F2 RAC2 RHOC S100A4 S100A8 S100A9 SERPINA1 SPN STXBP2 TCF7L2 TIMP1 VAMP5 WARS1 GAVISH_3CA_METAPROGRAM_MACROPHAGES_MAC_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_MACROPHAGES_MAC_2 ACOT7 AGRP AKR1C3 ALDH2 ALOX5AP AQP3 CCL18 CD52 CES1 CYP27A1 FABP4 FAM89A FBP1 FHL1 FN1 GCHFR GPD1 GYPC HDDC2 IFI27 IGFBP2 INHBA LGALS3BP LPL LTA4H MARCO MCEMP1 MGST1 NMB NUPR1 PCOLCE2 PDLIM1 PHLDA3 PLAAT3 PPARG PPIC RBP4 RETN RND3 S100A13 SCD SERPINA1 SERPING1 STXBP2 TCF7L2 TGM2 TREM1 UBASH3B VMO1 GAVISH_3CA_METAPROGRAM_MACROPHAGES_MAC_3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_MACROPHAGES_MAC_3 A2M ABI3 ADAM28 ALOX5AP AXL BTG2 C1QA C1QB C1QC C3 CALHM6 CCL3 CCL3L3 CCL4 CCL4L2 CD14 CD69 CD9 CD93 CSF1R CX3CR1 CXCR4 ENTPD1 EPB41L2 ETV5 FCGBP FCGR3A GIMAP4 GPR34 HERPUD1 HLA-DQA1 HTRA1 IFI44L IFNGR1 IL1B LPAR6 LTC4S MAFB MARCKS MEF2C OLFML3 PLD4 RB1 RGS1 SLCO2B1 STAB1 TREM2 USP53 VSIR YWHAH GAVISH_3CA_METAPROGRAM_MACROPHAGES_MES_GLYCOLYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_MACROPHAGES_MES_GLYCOLYSIS ADAM8 ADM ANXA1 ANXA2 APOC1 BNIP3 C15orf48 CD52 CD9 CSTB CTSL EMP3 ENO1 ERO1A FABP5 FBP1 FN1 GPNMB HK2 LDHA LGALS1 LGALS3 LSP1 MARCO MIF MT1E MT1G MT1X MT2A NDRG1 NUPR1 P4HA1 PLIN2 RALA RGCC RNASE1 S100A10 S100A4 S100A6 S100A8 S100A9 SCD SDC2 SLC2A1 SLC2A3 SPP1 TIMP1 UPP1 VCAN VIM GAVISH_3CA_METAPROGRAM_MACROPHAGES_MONOCYTE_SECRETED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_MACROPHAGES_MONOCYTE_SECRETED AQP9 AREG ATF3 BCL2A1 C15orf48 CCL20 CCL3 CCL3L3 CCL4 CCL4L2 CD55 CD83 CXCL2 CXCL3 CXCL8 DUSP2 EREG FCN1 FOSB G0S2 GPR183 HBEGF IER3 IL1B IL1RN LYZ NAMPT NFKBIA NFKBIZ NLRP3 NR4A2 OLR1 PLAUR PLIN2 PPP1R15A PTGS2 RGS2 S100A8 S100A9 SAMSN1 SLC11A1 SLC25A37 SLC2A3 SOCS3 SOD2 THBS1 TIMP1 TNFAIP3 TREM1 VCAN GAVISH_3CA_METAPROGRAM_MACROPHAGES_MYC_MITOCHONDRIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_MACROPHAGES_MYC_MITOCHONDRIA ADISSP ALOX5AP APEX1 ATP5MC1 BOLA3 C1QBP CCDC85B CCT2 CCT3 CCT5 CCT6A CLEC5A CORO1A CYC1 DCTPP1 EBNA1BP2 EIF5A FABP5 GGCT HNRNPAB HSPA5 HSPD1 ISOC2 KCNN4 LDHB MANF MRPL12 MRPL3 MRPL4 MRPL52 MRPS12 MRPS34 NHP2 NME1 NOP16 PA2G4 PDCD5 PHB1 PPA1 PPP1R14B PRMT1 PSMC4 RANBP1 RRP7A SDF2L1 SNRPD1 SPP1 SRM TIMM13 TOMM40 GAVISH_3CA_METAPROGRAM_MACROPHAGES_PROTEASOMAL_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_MACROPHAGES_PROTEASOMAL_DEGRADATION ATP6V0D1 CALR CCL2 CCT5 CD9 CTSL CYP27A1 DNASE2 FABP5 FBP1 FCGR1A FPR1 GCHFR GLIPR2 HM13 HSP90B1 HSPA5 LGALS3 LRPAP1 LTA4H MANF MARCO MDH1 MGST3 MNDA MYDGF NAGK NME1 PDIA6 PLA2G7 PRDX1 PSMA3 PSMA4 PSMA5 PSMB6 PSMC2 PSMC3 PSMD7 PSMD8 PSME2 RENBP S100A8 S100A9 SDF2L1 SLC3A2 SPP1 TREM2 TUBA1A TUBA1B VSIG4 GAVISH_3CA_METAPROGRAM_MACROPHAGES_RESPIRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_MACROPHAGES_RESPIRATION ATOX1 ATP5F1EP2 ATP5ME ATP5MF BLVRB BRI3 C4orf48 CALM3 CCL2 CHCHD10 COPS9 COX6C COX7B CTSZ CXCL9 DAB2 DNPH1 DUSP23 FABP5 GADD45GIP1 HAMP HCST HMOX1 HSPE1 IFI27L2 ISG15 MICOS13 MRPL41 MRPL51 NDUFA3 NDUFB2 NDUFB7 NDUFS6 POLR2L PSME2 RBX1 RNASE1 RPL38 RPS21 RPS29 S100A8 S100A9 SLIRP STAB1 TIMM8B TXN TXNDC17 UQCC2 UQCRQ VAMP5 GAVISH_3CA_METAPROGRAM_MACROPHAGES_STRESS_HSP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_MACROPHAGES_STRESS_HSP ATF3 BAG3 BTG2 CACYBP CCL3 CCL4 CLK1 CXCR4 DDIT4 DNAJA1 DNAJA4 DNAJB1 DUSP1 EGR1 FKBP4 FOS FOSB GADD45B HSP90AA1 HSP90AB1 HSPA1A HSPA1B HSPA6 HSPA8 HSPB1 HSPD1 HSPE1 HSPH1 IER2 IER5 JUN JUNB KLF2 KLF4 KLF6 MAFB MALAT1 NR4A1 NR4A2 PMAIP1 PPP1R15A RGS1 RGS2 RHOB SGK1 TSC22D3 UBC ZFAND2A ZFP36 ZFP36L2 GAVISH_3CA_METAPROGRAM_MACROPHAGES_UNFOLDED_PROTEIN_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVISH_3CA_METAPROGRAM_MACROPHAGES_UNFOLDED_PROTEIN_RESPONSE AARS1 ADM ARF4 CALR CALU CDK2AP2 CRELD2 DDIT3 DNAJB11 DNAJB9 DNAJC1 EGLN3 GBP2 HM13 HMOX1 HSP90B1 HSPA5 HYOU1 ISG15 LMAN1 LY6E MANF MT2A NDRG1 NUCB2 OSTC PDIA3 PDIA4 PDIA6 PPIB SDC2 SDF2L1 SEC11C SELENOM SELENOS SLC33A1 SLC3A2 SMIM14 SNHG12 SPCS2 SSR2 TAP1 TMED2 TMEM258 TMEM45A TRAM1 TXN WARS1 XPOT ZFAS1 CAR_HPX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAR_HPX AADAC ADH6 AFM AGT AKR1D1 ALDOB AMBP ANG APCS APOA1 APOB APOC1 APOF AQP9 ARG1 ASGR2 C4BPA C4BPB C6 C8A C8B C9 CDO1 CFH CFHR2 CFHR4 CPB2 CPS1 CYP2C8 CYP2C9 CYP2E1 CYP3A7 DHODH DPYS F12 F2 F9 FGA FGB FGG FGL1 FMO3 G6PC1 GC HGFAC HP HPD HPX HRG HSD17B6 IGFBP1 ITIH1 ITIH3 LECT2 LPA MBL2 ORM1 PAH PLG PON3 RBP4 RIDA SAA4 SDS SERPINC1 SERPIND1 SERPINF2 SLC22A1 SLC27A2 SULT2A1 TDO2 TFR2 UGT2B11 CAR_IGFBP1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAR_IGFBP1 ADH1A ADH1B ADH1C ADH6 AFM AHSG AKR1D1 APCS APOA1 APOB APOF APOM AQP9 ARG1 ASGR2 C4BPA C6 C8A C9 CDO1 CFH CFHR4 CPB2 CPS1 CYP2C8 CYP2C9 CYP3A4 CYP3A7 CYP4A11 DHODH DPYS F12 F2 F9 G6PC1 GC HGFAC HPD HPX HSD11B1 IGFBP1 ITIH1 LECT2 LPA MBL2 PAH PCK1 PLG PON3 SAA4 SDS SERPINF2 SLC22A1 SLC27A2 SULT2A1 TDO2 TFR2 CAR_MLANA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAR_MLANA ACKR2 ADCYAP1 ATP1B2 BUD23 CD40 CEACAM4 CYP11A1 EFNA3 FOSL1 IGHMBP2 IGSF9B KRT2 KRT33A KRT86 MC2R MLANA NCKIPSD NPPA PAX6 PCBP3 PFKFB2 POU4F1 POU6F2 PRPH PRSS16 PSG1 PVT1 RREB1 SEMA4D SIRPB1 SLC12A4 SLC30A3 SLC4A8 ST3GAL2 STATH SULT4A1 TNFRSF25 TNP1 TRIM58 VAMP1 WNT10B ZKSCAN3 ZNF157 CAR_MYST2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAR_MYST2 ADCYAP1 AIF1 ATP1B2 BUD23 CEACAM4 EFNA3 GRM4 IGHMBP2 IGSF9B KAT7 LILRA4 LY6G6C MC2R NCKIPSD NPPA PCBP3 PFKFB2 POU4F1 PRPH PSG1 RREB1 SLC12A4 TNP1 TRIM58 VAMP1 WNT10B ZNF157 CAR_TNFRSF25 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAR_TNFRSF25 ADAMTSL2 ADCYAP1 BCL3 CD40 CNTN6 GPR19 IGHMBP2 IGSF9B KRT33A KRT86 MC2R MLANA NCKIPSD NPPA NUDT13 PCBP3 POU4F1 POU6F2 PRSS16 PSG1 RREB1 SEMA4D SLC12A4 SLC4A8 SLC6A9 SULT4A1 TMSB4Y TNFRSF25 TNP1 WNT10B CAR_WBSCR22 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAR_WBSCR22 ADCYAP1 ATP1B2 BUD23 CARD10 CYP11A1 EFNA3 GRK2 IGHMBP2 IGSF9B ITGA2B KAT7 KRT2 KRT33A KRT86 LY6G6C MC2R MLANA NCKIPSD PCBP3 PFKFB2 POU4F1 PRSS16 PSG1 PVT1 RREB1 SLC12A4 SLC30A3 ST3GAL2 STATH SULT4A1 TNP1 TRIM58 VAMP1 WNT10B ZKSCAN3 ZNF157 GCM_ACTG1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_ACTG1 ACTG1 APEX1 APRT ATP1B3 ATP5F1B ATP5F1C ATP5MC3 ATP5PB BCLAF1 BRD8 CBFB CFL1 CLIC1 CNBP COPS5 COX6A1 CSNK2B CUL3 DDX39B DHX38 DHX9 DUT EBP EEF1B2 EEF1G EEF2 EIF3F EIF4A1 EIF4G2 EIF4H EPRS1 FRG1 FXR1 H2AZ1 H3-3A HMGB1 HMGN1 HMGN2 HNRNPA1 HNRNPA2B1 HNRNPK HNRNPM HNRNPU HSP90AA1 HSP90AB1 IK ILF2 KHDRBS1 MAZ NACA NAP1L1 NCL NDUFA12 NONO NPM1 PCBP1 POLR2G PPIA PPP1CC PRMT1 PSMA1 PSMA5 PSMB3 PSMB4 PSMD6 PSME1 PTMA RACK1 RHOA RPL10A RPL11 RPL17 RPL19 RPL21 RPL27 RPL29 RPL3 RPL32 RPL35A RPL4 RPL6 RPL7 RPL9 RPS19 RPS23 RPS24 RPS27A RPS3 RPS3A RPS6 RPS8 SAP18 SET SLC25A3 SLC25A6 SNRPA SNRPA1 SNRPB SNRPD2 SNRPD3 SNRPE SNRPF SRP14 SRSF2 SRSF9 SSR2 SUMO2 SUZ12 TATDN2 TBCB TCP1 TIAL1 TMSB10 TRA2B TRIM28 U2AF1 UBA52 UFD1 UQCRC2 UQCRH USP7 YWHAQ YWHAZ ZNHIT3 GCM_AIP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_AIP ABCC1 AIP AQP2 ARHGAP4 ARHGEF1 BCAT2 BLMH DDX18 DHPS DRAP1 DRG2 FANCC GPER1 HDAC1 HNRNPL ILF2 LMNB2 MIEF1 NEFL NONO PDE6B PLK1 PMS2P11 POLR2K PRKAG1 PRMT1 RENBP SCAF11 SF1 SIGMAR1 SLC29A2 SMARCC1 SMARCD2 TIMM17A TRIP13 TTF1 UBE2D3 VAV1 WAS ZNF76 GCM_ANP32B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_ANP32B ANP32B APRT CLIC1 CSNK2B DRAP1 DUT EBP EEF1B2 EEF1G EIF4B FXR1 GAMT H2AZ1 HDAC1 HMGN1 HMGN2 HNRNPA1 HNRNPD HNRNPL HPRT1 ILF2 KHDRBS1 MCM5 MCM6 NACA NAP1L1 NCL PPIA RPL11 SLC25A3 SNRPA SNRPA1 SNRPB SRSF9 TRIM28 U2AF1 GCM_APEX1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_APEX1 ACTG1 APEX1 ATP5F1B ATP5F1C ATP5PB BCLAF1 BLMH CAPRIN1 CAPZA1 CBFB CCT4 CCT7 CDC123 CFL1 CLIC1 COPS5 CSNK2B DDX39B DHPS DHX9 DUT EEF1B2 EEF1G EEF2 EIF3F EIF4A1 EIF4B EPRS1 ERH ESD FXR1 GDI2 H2AZ1 H3-3A HDAC1 HMGN1 HNRNPA1 HNRNPD HNRNPM HNRNPU HPRT1 IK ILF2 KHDRBS1 LMNB2 MAZ MCM3 MCM6 NACA NAP1L1 NASP NCL NDUFA12 NONO NPM1 PCBP1 PCBP2 PFN1 PNN POLG POLR2G POLR2K PPIA PPP1CC PRMT1 PSMA1 PSMA5 PSMB2 PSMD8 PSME1 PTMA PWP1 RACK1 RAD21 RHOA RPL10A RPL14 RPL17 RPL18 RPL19 RPL21 RPL27 RPL29 RPL6 RPL7 RPS19 RPS23 RPS24 RPS5 RPS7 RPS8 SET SLBP SLC25A3 SLC25A6 SNRPA SNRPA1 SNRPD2 SNRPD3 SNRPE SNRPF SRSF2 SRSF3 SRSF4 SRSF9 SUMO2 TAF9 TCP1 TIAL1 TRA2B TRIM28 YWHAQ YWHAZ ZNHIT3 GCM_AQP4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_AQP4 AGT AHCYL1 ANKFY1 AQP4 ARHGAP21 ARNT2 BBS2 C1orf198 CDC42EP4 DAAM2 DNER DTNA DYNC1LI2 EPB41L2 FMNL2 GOLM2 GPM6B GPRC5B HIPK2 IL17D IMPA1 LRIG1 LRP4 NDRG2 NLGN2 OGFRL1 PDE4DIP PDE8B PREX1 PSAT1 QKI RAPH1 RDX RNF141 SAMD4A SCD5 SLC4A4 SRI TACC1 TMEM47 TMOD2 TRIL TTYH1 TTYH2 ZNF404 GCM_ATM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_ATM AANAT ADRB3 AQP2 ATM BCAT2 BCL3 CDK13 DRG2 GPER1 HSD17B3 HSF4 HTT KRT35 LTK MICB MPP2 MYBPC2 NEFL NR1H2 PLK1 PMS2P11 RABGGTA RENBP SCNN1G SIRPB1 TH WAS GCM_BAG5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_BAG5 ACTR10 APMAP BAG5 C1orf43 DYNC1I2 ELP1 ENSG00000291228 FAM168B FBXO9 FN3KRP G3BP2 GPR153 HECTD1 JKAMP KIAA1191 KLHDC2 MAEA MED23 MPC1 NAGLU NAPG PRRC2C RAB14 RMDN3 SACM1L SAP130 SETD3 SPTLC1 STARD7 TAB2 TMEM50B UBE2K UBQLN2 USP33 VPS52 XIAP YTHDF3 ZNF644 GCM_BCL2L1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_BCL2L1 AAAS ASB3 BAZ2A BCL2L1 BOD1L1 BRPF3 CHTOP COMMD9 CS CSRNP2 DFFA FOXO3 GSPT1 GTPBP1 ISCA1 KDM3B MEPCE NF2 NUCKS1 PAFAH1B2 PHF2 PRKRA PRRC2B RABGEF1 RAN RNF41 RTN4 SELENOI TAF9B TMEM120A TNPO2 TRIM33 UBE2E3 WNK1 ZNF529 GCM_BECN1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_BECN1 AAMP ADRB3 AQP2 ARF1 ARHGDIA ATP5MC1 ATP5PB BCAT2 BCLAF1 BECN1 CCNI CHKB CHMP1A CMTR1 CYTH2 DAZAP2 DGCR6 DRG2 EIF4H ESD FANCC FCGR2B FUS GCGR GPER1 GRM4 GSTZ1 HNRNPM HTT IDUA IKBKE MAPK3 MAPRE1 MIEF1 MPP2 NDUFA12 NEFL NQO2 NUP188 PCK2 PLK1 PMS2P11 PNMT PSMB6 PSMD6 RABGGTA RENBP RING1 RNPS1 RSU1 SDHC SKP1 SLC25A3 SLC2A4 SMG7 SP2 SRSF4 TAX1BP1 TIMM17A TLK2 TTC1 UBAP2L UBE2D3 UFD1 UPF1 USP7 VPS72 ZNF8 GCM_BMPR2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_BMPR2 ABI2 ACSL3 ADO APPBP2 ASAP2 BMPR2 CALM1 CAND1 CCDC92 CHST10 CLCN3 CLEC16A CRKL CSRNP2 DDX17 DLG5 DYNC1H1 DYNC1I2 EXOSC6 FAM168B FAM219A FBXO21 FBXW11 FOXO3 GBA2 GOLGA7 GPR107 GSK3B GSTA4 HERC2 IPO7 IQCK KIDINS220 KIF1B KIF3B MACF1 MAGED4 MAP4K4 MFSD8 MTMR4 MYO10 NAB1 NCKAP1 NDFIP1 NFIA NGRN NUP133 OAZ2 PHAX PHC1 PHF10 PHF2 PJA2 PNMA8A POGK POGZ PPIG PREPL RABL2B RALGAPA1 RALGAPB RAN RERE RMDN3 RTN4 SELENOI SESN3 SNX27 SPIRE1 STMN3 STX12 TBCK TMEM248 TMEM30A TRIM37 TSPYL4 UBE2K USP33 VPS26B VPS52 WBP2 WSB2 ZFAND3 ZNF275 ZNF84 GCM_BNIP1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_BNIP1 AAMP AANAT ABRAXAS2 ADCYAP1 APOC3 AQP7 ASMT ATP12A AVPR1B BCAT2 BDH1 BNIP1 CCL2 CCR9 CD8B CENPI CHIC1 CHMP1A CHRM5 COX10 CSTF3 DGCR6 DPF2 DRD1 DRG2 ELK4 FABP3 FANCC FCGR2A FEV FUT2 GH2 GHRHR GRM4 GSTZ1 HMGA2 HMGXB3 HTR1E HTT IGKV7-3 IKBKE IRF5 KRT31 KRT35 KRT83 LPAR4 MADD MAPK3 MPP2 MVK MYCL MYH7 N4BP2L2 NCAPD3 NDUFA1 NFIC NQO2 PDE6B PLG PMS2P11 PTPN5 PTPRU RABGGTA RING1 SDHC SLC18A1 SLC2A4 SMARCD1 SUPT4H1 TAF1 TIMM17A TMEM106A TTC1 UROD VPS72 ZNF134 ZNF137P ZNF8 GCM_CALM1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_CALM1 ABI2 ACSL3 ACTRT1 ADO ANKRD17 APC2 APPBP2 ASAP2 ATP6V1B2 BMPR2 BTRC CALM1 CAND1 CCDC92 CHST10 CLASP2 CLCN3 CLEC16A CLIP3 CORO2B CRKL CSRNP2 DDAH1 DDX17 DUSP26 DYNC1H1 DYNC1I2 EIF4ENIF1 EXOSC6 FAM168B FAM219A FBXO21 FBXW11 FOXO3 GBA2 GPR107 GPRASP2 GSK3B GSTA4 HERC2 IDS KDM3B KIDINS220 KIF1B KIF3B KIF5C LANCL1 LARGE1 MAP1B MAP4K4 MAP6 MAPK8IP1 MAPK8IP3 MCF2L MOAP1 MRTFB MTMR4 NAA30 NAPG NCAM1 NCKAP1 NDFIP1 NGRN NISCH NUAK1 NUP133 PDXP PHF2 PJA2 PNMA8A POGK POGZ PPME1 PREPL PRXL2A RALGAPA1 RALGAPB RAN RERE RMDN3 RNF41 RTN4 SCAMP5 SELENOI SESN3 SIK3 SLC8A2 SNX27 SPIRE1 STMN3 STX12 TAF9B TCHP TMEM30A TNPO2 TRIM37 TSPYL4 TTL UBE2K USP19 USP33 VPS26B VPS52 WBP2 WSB2 XPO6 YWHAG ZER1 ZNF275 ZNF84 GCM_CASP2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_CASP2 BAZ2A BOD1L1 CASP2 CCAR1 COMMD9 COQ10A CRAMP1 CS DDX11 DDX47 DENND4A DHX37 FBXL20 KMT2A MED17 MEPCE METTL17 RRP9 S100PBP SIN3A SPPL2B STAT5B TBC1D22B TEFM THRAP3 USP39 VRK3 GCM_CBFB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_CBFB ACADM ACAP2 ACTG1 APEX1 ARHGAP45 ATP5F1B ATP5PB ATXN10 BLMH BRD8 CAPRIN1 CAPZA1 CBFB COPS5 CTCF DDX18 DDX5 DHX9 DUT EIF3F ERH ESD HDAC1 HMGN1 HNRNPD HNRNPL HNRNPM HNRNPU HPRT1 ILF2 KHDRBS1 MCM3 NAP1L1 NASP NCL NDUFA12 NONO PCBP1 PFN1 POLG POLR2G PPIA PPP1CC PSMA1 PSMA5 PSMA6 PSME1 PWP1 RBBP4 SET SLBP SLC25A3 SMC1A SNRPA SNRPD3 SNRPE SNRPF SRSF2 SRSF9 STMN1 SUMO2 TBCB TCEA1 TP53 TRA2B UBE2I XPO1 YWHAQ YWHAZ ZNHIT3 GCM_CDH5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_CDH5 AANAT ADCYAP1 AGER APOC3 AVPR1B CALCRL CCR9 CD8B CDH5 CHIC1 COL14A1 CSN3 CTLA4 ERV3-1 FANCC FEV GABRQ GH2 HMGA2 IFNA21 ITSN1 KRT32 LYST MPP2 MVK NDUFA1 POLR1HASP PSG7 PTPRU SLC10A1 SLC17A2 SLC18A1 SLC30A3 SUPT4H1 TAF1 ZNF8 GCM_CHUK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_CHUK ABHD16A ACOT8 ALKBH5 ANAPC5 ASCC1 BOD1L1 C1orf52 CAB39 CCAR1 CHD9 CHUK COMMD9 COQ10A CS DCLRE1C DDX47 DENND4A DENR EIF4EBP2 FBXL20 FOXN3 GFM2 GNA13 GPBP1 ING1 IPO5 KLHL18 LEMD3 MED17 METTL17 MOB4 MORF4L1 MRPS5 MTMR4 MTMR7 MTPN NF2 NXF1 OCIAD1 OTUD6B PCF11 PCNP PIP4P1 POLDIP3 PRPF8 PSME3 PTCD3 RBM25 RPL7L1 SH2B1 SIN3A SLTM SPDL1 SPTLC1 STAMBP SUMF2 TADA2B TAF9B TBC1D10B TBC1D14 TBC1D22B TEX261 TMED5 TMEM167B TMX3 TOR1AIP1 TSNAX UBE2G1 UBR7 YME1L1 ZNF274 GCM_CRKL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_CRKL ABI2 ADO ALKBH5 ANKFY1 ANKRD17 ARL8B BMPR2 C2CD3 CALM1 CHTOP CRKL CS DDX17 DYNC1H1 DYNC1I2 FAM168B FAN1 GOLGA7 GPR107 GSK3B GTF2A1 HERC2 HMG20A IL6ST IPO5 IPO7 KDM3B KLHL42 MAP4K4 MARF1 MTMR2 MTMR4 MYO10 NAA30 NAB1 NGRN OAZ2 OCIAD1 PACS2 POLDIP3 PRPF8 RALGAPA1 REPIN1 RIMOC1 RMDN3 RTN4 SELENOI SPIRE1 SPRED2 STX12 TANC2 TEX261 TMEM30A TRO TSNAX TSR1 UBE2H UBE2K UBE2W WSB1 XPO6 ZFP14 ZNF286A ZNF84 GCM_CSNK1A1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_CSNK1A1 ANKRD17 ARFGAP1 ARID4B ARL8B ATP2C1 C1orf52 CHTOP CSNK1A1 DHX15 DMTF1 EHBP1 EIF3J FBXL5 FOXJ3 GNA13 HIPK1 LARS1 LUC7L2 MED17 OCIAD1 OTUD4 PCNP POLDIP3 PPP1R15B PRPF8 RBM25 RSRC2 SEC22C SENP6 SERBP1 SNRNP200 TBC1D15 TMEM167B TOR1AIP1 UBR7 YME1L1 GCM_CSNK1D https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_CSNK1D ACTR10 ARFGAP1 BPNT2 CHMP4B CSNK1D EVI5 FAM168B FBXL5 GPR107 GPR153 KANSL3 PHF10 PIP4P1 PJA2 PRRC2C RAB10 RMDN3 RNF216 SAP130 SRRM2 TAB2 TBC1D15 TMEM248 TMEM30A UBQLN1 UBQLN2 UBR5 UPF3A VPS52 YTHDF1 ZFAND3 ZNF644 GCM_CSNK2B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_CSNK2B ACTG1 ANP32B APEX1 ATP1B3 ATP5F1B ATP5F1C ATP5MC3 ATP5PB BUD31 CFL1 CLIC1 CSNK2B DDX39B DHPS EEF1G EEF2 EIF3C EIF3F EIF4B EIF4H EMD EPRS1 FUS GPS2 H2AZ1 HNRNPA1 HNRNPD HNRNPL HNRNPM HNRNPU HSP90AB1 IK ILF2 KHDRBS1 LMNB2 NACA NASP NCL NDUFA12 NONO NPM1 PCBP1 PCBP2 PFN1 POLG POLR2G POLR2K PPIA PPP1CC PRMT1 PSMA1 PSMB2 PSMB4 PSMC3 PSMD11 PSMD8 PSME1 PTMA PWP1 RACK1 RAF1 RHOA RPL11 RPL14 RPL17 RPL18 RPL19 RPL21 RPL23 RPL27 RPL29 RPL3 RPL32 RPL4 RPL6 RPL7 RPS16 RPS5 RPS7 RPS8 RPSA SET SF1 SF3B2 SLC25A3 SLC25A6 SNRPA SNRPD2 SNRPD3 SRSF4 SRSF9 SUMO2 TBCB TCEA1 TRIM28 UBB YBX1 YWHAZ ZNHIT3 GCM_DDX11 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_DDX11 ACAD11 ADD2 AP2A1 CASP2 CNPPD1 COL11A2 COMMD2 COPS7A COQ10A DBNL DDX11 DENND4A DHX37 DNAJC4 GFM2 GGT7 GIGYF1 GLYCTK ITIH1 KPNA6 KRT2 KRT85 MEF2D MKS1 PRKD2 RMND5B RRP9 RTBDN S100PBP SCAMP2 SEC24A SEMA4F SIN3A SMG5 SPPL2B STAT5B TADA2B TEX261 THRAP3 TUT1 URGCP USP6 VPS53 WDR5 GCM_DDX5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_DDX5 AFF1 ARHGEF7 ATP5PB BCLAF1 CAPRIN1 CBFB COL16A1 COPB1 DDX18 DDX39B DDX5 DHX9 DNTTIP2 DYRK1A EIF4G2 EIF4H ESD FUS HMGN1 HNRNPA1 HNRNPA2B1 HNRNPD HNRNPH1 HNRNPL HNRNPM HNRNPU HTATSF1 KHDRBS1 MAPRE1 MAZ MSN NAP1L1 NCL NONO NUP153 PCBP1 PNN PSMD6 PTGES3 RABGGTB RAD21 RAF1 RB1CC1 RBM3 SET SF1 SLC25A3 SMARCC1 SPG7 SRP14 SRSF2 SRSF4 SRSF5 SSR1 SUMO2 TAF9 TCEA1 TCP1 TIMM17A TRA2B USP14 USP7 YWHAQ YWHAZ ZNHIT3 GCM_DEAF1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_DEAF1 BLTP1 DCUN1D4 DDHD2 DEAF1 DNAJB14 ENSG00000291228 FAM168B FAM219A FBXO9 FBXW11 FOXJ2 G3BP2 GPR107 GPR153 HERC2 MAPK8IP3 MOAP1 NAPG RAB14 RAPGEF2 TMEM184B TMEM30A TRIM44 UBE2K UBQLN1 UBQLN2 USP33 YWHAG GCM_DENR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_DENR AAAS ABHD16A ACAD11 ACOT8 AK4 ALKBH5 ANAPC5 ARFGAP1 BOD1L1 C1orf52 CCAR1 CCZ1B CHFR CHUK COMMD9 CPSF4 CS DDA1 DDX17 DDX47 DENND4A DENR ERG28 GATAD2A GFM2 GPBP1 IPO5 MBD3 MCM4 MED17 MORF4L1 MTMR4 MTMR7 NF2 PCNP POLDIP3 PRPF8 PSME3 REPIN1 S100PBP SIN3A SPG21 SUMF2 TBC1D14 TEX261 TMEM167B TMEM39B TOR1AIP1 UBR7 ZNF317 GCM_DFFA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_DFFA ACTR6 ANKRD17 ARID1A ARID4B ARL5A ARMC8 ASB3 BAZ2A BCL2L1 BOD1L1 BRPF3 BTRC C1orf52 C2CD3 C2CD5 CAND1 CCDC82 CELF1 CEP76 CHTOP CIZ1 CLK4 CNOT7 COMMD9 CRNKL1 CS CSDE1 CTDNEP1 DFFA DHX36 DMTF1 DYNC1I2 ELP1 EPC2 EPM2AIP1 ERG28 EXOC5 FAM168B FAM8A1 FBRSL1 FBXO30 GTPBP1 HEATR5B HECTD1 HECTD3 HNRNPH3 HNRNPR HNRNPU IPO5 IPO9 ISCA1 KANK2 KAT7 KDM3B KHDC4 KLHL42 KMT2A KPNA3 LARS1 LEMD3 LINC01278 MARCHF6 MARF1 MED17 MEPCE MEX3C MTMR1 NAA25 NAA30 NAB1 NCOA5 NFYA NGRN NUP133 OGFOD1 PA2G4 PDCL PFAS PHF2 POGZ PPM1B PRKRA PRPF8 PRRC2B RABGEF1 RALGAPA1 RAN RBM17 RBM25 RBM8A RBPJ REPS1 RMDN3 RMND5A RPL7L1 RTCA SCARB2 SLC25A29 SLC25A33 SMAD2 SMC3 SMG1 SNRNP200 SPAST TAF9B TARDBP TBC1D10B TCERG1 TOMM70 TRAPPC6B TUBGCP3 UBA2 UBR7 UFSP2 USP19 USP33 VEZF1 VPS52 WDR70 YME1L1 ZBED1 ZBTB33 ZFAND5 ZFP62 ZMYM2 ZNF384 ZNF512 ZNF529 ZNF655 GCM_DLG1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_DLG1 ABHD6 AIDA ARHGAP21 ARL8B ATG2B ATP2B2 BLTP1 BTBD3 CAMK2G CCDC25 CCDC92 CERT1 CLDND1 DDHD2 DLG1 DNAJB14 DYNC1I2 EFCAB14 EPB41L3 ERBIN FAM168B FAM219A FAXDC2 FBXO9 FBXW11 FRYL GLTP GOLGA7 GORASP1 GPR107 GPRC5B HERC2 HERC4 HIGD1A IL6ST IPO5 IQSEC1 KCNJ10 KLHL21 LANCL1 MAP4K4 MAPK10 MAPK8IP3 MARF1 MOAP1 MRTFB MTMR4 NAPEPLD NAPG NCS1 NIPA1 NPTN OCIAD1 PDP1 PHLPP2 PLEKHA1 PLEKHB1 PREPL PRRG1 PRXL2A PTK2 RAPGEF2 RNF13 RTN4 SAP30L SELENOI SH3GLB2 SIK3 SLAIN1 STAMBP SUN2 TAFA5 TBC1D10B TF TNS2 TSNAX ZER1 ZNF565 ZNF710 GCM_DPF2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_DPF2 AAMP ADCYAP1 APOC3 ASMT BCAT2 BNIP1 COX10 CSTF3 DGCR6 DPF2 DRG2 FANCC FUT2 GRM4 HMGA2 MPP2 ODF1 PMS2P11 POLR1HASP PRKAG1 RFX5 RING1 SDHC SMARCD1 SUPT4H1 TAF1 TIMM17A TMEM106A TP53BP1 TTC1 VPS72 ZNF8 GCM_ERBB2IP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_ERBB2IP AGPAT5 AHCYL1 AIDA ANKFY1 ARAP2 ARFGAP1 ARL8B ATRN BBS2 BLTP1 BPNT2 CAB39 CEP350 CRP DDHD2 DICER1 DLG1 DYNC1I2 EFCAB14 EHBP1 EIF3J ERBIN FAM156A FAM168B FBXO45 FBXW11 FRYL GARRE1 GLTP GOLGA7 GOLM2 GORASP1 ICE1 IL6ST MACF1 MAP4K4 MFSD8 MTMR2 MTMR4 NAPG NEK9 NPTN OCIAD1 OTUD6B PCNP PRKAB2 RAB10 RAB22A RASSF3 RDX RNF13 RNF14 SCRN3 SEC22C SNX5 TBC1D15 TMEM248 TNKS TOR1AIP1 VPS13B VPS41 WDR11 WSB1 ZNF404 ZZZ3 GCM_ERCC4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_ERCC4 ADCYAP1 CCR9 CD8B CHIC1 COL14A1 CSN3 CSPG4 ERCC4 ERV3-1 FANCC FEV HMGA2 IFNA21 IGKV7-3 KCNA6 LYST MPP2 NDUFA1 NRF1 POLR1HASP PSG7 PTPRU SLC14A2 SLC17A2 SLC18A1 SLC2A4 SLC30A3 SMARCD1 TAF1 TMEM106A GCM_FANCC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_FANCC AAMP AANAT ABCC1 ADCYAP1 ADRB3 AGER AIP APOC3 AQP2 AQP6 AQP7 AVPR1B BCAT2 BECN1 BNIP1 CCL2 CCR9 CD8B CDH5 CENPI CHIC1 CHMP1A CLCN7 COL14A1 COX10 CSN3 CSTF3 DDX18 DGCR6 DPF2 DRAP1 DRD1 DRG2 EBI3 ERCC4 ERV3-1 FANCC FCGR2A FCGR2B FEV FUT2 GABRQ GCGR GH2 GJA5 GLA GPER1 GPR3 GRM4 GSTZ1 HIVEP1 HMGA2 HNRNPL IDUA IFNA21 IKBKE KRT32 KRT35 KRT6C KRT83 LTK LYST MADD MAP1A MAPK3 MAPRE1 MAZ MICB MIEF1 MPP2 MVK MYH7 NDUFA1 NEFL NGFR NQO2 NRF1 ODF1 PDE6B PEX5 PLG PLK1 PMS2P11 PPP2R5A PRKAG1 PRKCG PSD PSG7 PTPN5 RABGGTA REG1CP RENBP RFX5 RING1 RIT1 RNPS1 SDHC SF1 SIGMAR1 SIRPB1 SLC16A1 SLC17A2 SLC18A1 SLC29A2 SLC2A4 SMARCC1 SMARCD1 SMARCD2 SUPT4H1 TAF1 TAF11 TCF20 TEC TFE3 TH TIMM17A TLK2 TMEM106A TRIP13 TTC1 TTF1 VAV1 VPS72 WAS ZNF134 ZNF8 GCM_FANCL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_FANCL ANKRD17 C2CD3 CCDC82 CHTOP CRNKL1 DMTF1 ELP1 EPC2 FANCL KHDC4 LARS1 LUC7L3 NAA25 NAA30 NAB1 NCOA5 PATZ1 REPIN1 SS18L1 USP37 ZFP14 ZMYM2 ZNF512 ZNF655 GCM_FCGR2B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_FCGR2B AAMP AANAT AQP7 AVPR1B BCAT2 BECN1 CSN3 CYP2F1 DGCR6 DRG2 EBI3 EOLA1 FANCC FCGR2B FEV GCGR GPER1 GRM4 GSTZ1 HMGA2 IDUA MADD MAPK3 MPP2 NEFL PDE6B PMS2P11 PNMT PRKAG1 PTPN5 RABGGTA RENBP SCNN1G SIRPB1 SLC2A4 SUPT4H1 TLK2 VPS72 ZNF8 GCM_GSPT1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_GSPT1 AAAS AARS2 ABHD16A AGAP4 ANKRA2 ANKRD10 AP2A1 APBB3 APOC4 ARFGAP1 ASB3 ATG2B ATG4B ATP2C1 B4GALT2 BABAM1 BAHD1 BAZ2A BCL2L1 BOD1L1 BRD9 BRPF3 BTRC C2CD5 C5orf24 CAND1 CENPO CFAP298 CHD9 CHTOP CIZ1 CLEC16A CNPPD1 COG5 COMMD9 COPZ1 CPLANE1 CRNKL1 CS CSRNP2 DCTN4 DHX36 DHX40 DYNC1I2 EDNRA EHBP1 EPC2 EPM2AIP1 ERAL1 EVI5L FAM168B FAN1 FNTB FOXO3 GORASP1 GPBP1 GSPT1 HAPSTR1 HECTD1 HECTD3 HGS ING4 IPO5 IPO9 IQCK ISCA1 JKAMP KDM3B KHDC4 KIAA1191 KIDINS220 KLHL11 KLHL12 KMT2A LIG3 LINC01278 LUC7L2 MAEA MARK4 MED17 MEPCE METTL17 MFAP3 MFSD8 MICALL1 MRPS5 MSL1 MTMR4 MTMR7 MYO9A NAA25 NAA30 NAB1 NAPG NF2 NFYA NGRN NUP133 OCIAD1 OSBPL2 OTUD6B PHC1 PHF10 PHF2 PJA2 POGZ PPIG PPM1B PRDM4 PREP PRKRA PRRC2B PRXL2A RABGEF1 RABL2B RALGAPA1 RAN RBM6 RBM8A RMDN3 RNF41 RPL7L1 SAP130 SELENOI SETD1A SH2B1 SIN3A SLC35B2 SLC35E2A SNX15 SOCS4 SS18L1 TAF9B TARDBP TBC1D10B TBCK TEX261 THTPA TMEM106B TMEM120A TMEM245 TNPO2 TRAPPC14 TRIM33 TSEN34 TTC17 UBE2E3 UBR7 UFSP2 UPF3A USP33 VEZT VPS26B VPS52 VPS53 WDR6 WNK1 WSB2 XPO6 XYLT2 ZBED1 ZFAND5 ZNF133 ZNF286A ZNF384 ZNF512 ZNF529 ZNF644 ZNF84 GCM_GSTA4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_GSTA4 ABHD14A AFDN AMER2 APBB3 APPL2 ASTN2 ATAT1 BMPR2 BRD2 BRPF3 C2CD5 CALM1 CDIPT CLEC16A CSRNP2 DCAF7 DCTN4 DCX DLG5 ERBB4 EXOSC6 FAM172A FOXO3 GSTA4 GTF3C4 HGS IPO9 IQCK KIDINS220 KLHL11 MAP6 MED13 MSI1 MTMR3 NCAM1 NFIB NGRN NISCH NSD2 PGRMC2 PHC1 PHF10 PHF2 PKNOX1 PLPPR4 POGZ PPIG PRRC2B RALGAPB RALGPS1 RBFOX2 RBM4B RBM8A RERE SLC35E2A SLC8A2 TMEM237 TNPO2 TSPYL4 UBE2E3 USP22 VPS26B WBP2 WSB2 ZBTB5 ZFAND5 ZFTA ZNF84 GCM_HBP1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_HBP1 ACTR10 ARID1A ARID4B BTF3L4 C1orf43 C1orf52 CHTOP COMMD9 COPS2 COPS6 CUL5 DHX36 EAPP FNBP4 FOXJ3 GTPBP1 HBP1 HECTD1 HNRNPH3 HNRNPR IRF2BP2 JKAMP KANSL3 KHDC4 KLHDC2 LAMTOR3 LUC7L2 MAP3K2 MARCHF7 MED17 MFSD14A MKRN1 MRPL45 MTDH NAA30 OLA1 PCF11 PCNP PHACTR4 PIP4P1 PPIL4 PPM1B PRKRA PRPF8 RAB9A RANBP9 RBM25 RNASEK RPL7L1 RRN3 SAP130 SCAF8 SENP7 SF3B4 SLAIN2 SNRNP200 TAB2 TARDBP TARS1 TBC1D23 TCERG1 USP47 USPL1 YTHDF3 ZBTB33 ZC3H14 ZCCHC8 ZFAND5 ZNF212 ZNF644 GCM_HDAC1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_HDAC1 AIP ANP32B ANXA6 APEX1 ARHGEF1 ATP5PB CBFB DDB2 DRAP1 EIF4B ESD GPSM3 HDAC1 HMGN1 HNRNPD HNRNPL HNRNPM ILF2 LMNB2 MEN1 NASP NCL NDUFA12 NONO PFN1 PRKAG1 PRMT1 PSME1 RPL21 SCAF11 SET SIGMAR1 SLC25A3 SRSF2 SRSF3 SRSF9 TCEA1 TIMM17A GCM_HMGA2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_HMGA2 AANAT ABCC1 ADCYAP1 ADORA2A AGER APOC3 AQP7 ASMT AVPR1B BCAT2 BDH1 BNIP1 CCL2 CCR9 CD8B CDH5 CDSN CENPI CHIC1 CHRM5 CHRNE CLCN1 COL14A1 COX10 CSN2 CSN3 CSPG4 CTLA4 CYP2F1 DGCR6 DPF2 DRD1 DRG2 EBI3 ELK4 ERCC4 ERV3-1 FABP3 FANCC FCGR2A FCGR2B FEV FHL3 FUT2 GABRQ GCK GCM1 GH2 GHRHR GJA5 GPR3 GRIN2C GRM4 GSTZ1 HMGA2 HTR1E HTR2C IFNA21 IGKV7-3 IKBKE IRF5 ITSN1 KCNA6 KRT31 KRT32 KRT35 KRT83 L1CAM LEP LYST MADD MICB MMP19 MPP2 MVK MYBPC2 MYCL MYH7 NDUFA1 NEFL NGFR NR2C1 NRF1 ODF1 PDE6B PLK1 PMS2P11 PNMT POLR1HASP POP1 PRKAG1 PRKCG PSG7 PTPN5 PTPRU RABGGTA RENBP RING1 SCNN1G SERPINB4 SIRPB1 SLC14A2 SLC17A2 SLC18A1 SLC2A4 SLC30A3 SMARCD1 SSTR3 STAT4 SUPT4H1 TAF1 TEC TMEM106A TMEM94 TRIM15 TRIP13 TUB UROD VAV1 VPS72 WAS ZNF132 ZNF8 GCM_IL6ST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_IL6ST ACAD11 AIDA ANKFY1 ARL8B ATMIN ATP2B2 C1orf198 CCDC25 CHST10 CLDND1 CRKL DDHD2 DLG1 DYNC1LI2 EFCAB14 ERBIN FAM219A FBXW11 GFM2 GLT8D1 GLTP GOLGA7 GOLM2 GORASP1 IL6ST IPO5 KCNJ10 KIF3B LANCL1 MAP4K4 MTCH2 MTMR4 MYO10 MYO9A NAPG PACS2 PHAX PJA2 PREX1 RAB22A RDX RTN4 SELENOI SH2B1 SIRT2 SPRED2 TACC1 TBC1D10B TEX261 TMED5 TMEM30A TNS2 TSNAX WSB1 XPOT GCM_ING1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_ING1 ABHD16A ANAPC5 AP2A1 BABAM1 BAHD1 BOD1L1 C1orf52 CFAP298 CHUK CNOT11 CNPPD1 COMMD9 COQ10A CS DBNL DCUN1D3 DDX47 DENND4A DHRS11 DHX37 DPH7 EIF4EBP2 FBXL20 GFM2 GGT7 ING1 KLHL18 MBD3 METTL17 MMAB MRPS5 MTMR4 NF2 NSUN5P1 PEX11B POLR2M PRDM4 PRKD2 PSME3 PYM1 RABIF RMND5B RRP9 S100PBP SAFB SCAMP2 SIN3A SMG5 SNX33 SUMF2 SURF2 SUV39H1 TADA2B TAOK2 TBC1D10B TEX261 THAP4 TINF2 TMEM120A TMEM138 TMX3 TRAFD1 TRAPPC14 TUT1 URGCP VPS53 VRK3 GCM_LTK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_LTK AANAT ADD1 ADRB3 AMFR AQP2 ATM BCL3 CCR9 CSN3 DGCR6 DRG2 FANCC FES GPER1 GPR3 GRM4 HSD17B3 HSF4 HTT IDUA KRT32 KRT35 KRT6C LTK MADD MICB MLN MPP2 NEFL NKX2-5 NR1H2 ODF1 PLCB2 PLK1 PMS2P11 PSG7 PTPN5 RABGGTA RENBP RING1 SIRPB1 SLC2A4 TH UBE2D3 WAS ZNF8 GCM_MAP1B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_MAP1B ABI2 ACSL3 ADO AMER2 APPBP2 ARPP19 ASAP2 BEX2 BTRC CALM1 CAND1 CCDC92 CDC42BPA CELF3 CEP170 CLASP2 CSRNP2 DIRAS1 DUSP26 EIF4ENIF1 ELMO2 FAM219A FAM8A1 FBXW11 GABBR2 GSK3B HERC2 KIDINS220 KIF1B KIF5C KLHL42 MAP1B MAPK8IP2 NAA30 NAB1 NCAM1 NGRN NISCH NLK NPTX1 NUAK1 PDXP PEG3 PHF2 PHYHIPL PNMA8A PREPL PTPRD RABGAP1L RALGAPA1 RAN RBFOX2 SCARB2 SIK3 SMAP1 SPAG9 SPIRE1 TMEM237 TRIM37 TTL ULK2 USP22 WSB2 ZFP14 ZNF84 GCM_MAP4K4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_MAP4K4 ABHD6 ABI2 ACTRT1 ADO AGPAT4 AHCYL1 AIDA ANKFY1 ANKRD17 ANKS1B APC2 APPBP2 ARHGAP21 ARL8B ARNT2 ATMIN ATRN BBS2 BLTP1 BMPR2 BTRC C1orf198 C2CD3 CALM1 CCDC88A CCDC92 CEP350 CHST10 CLASP2 CLCN3 CLDND1 CLEC16A CLIP3 CRKL DCUN1D4 DDHD2 DDX17 DLG1 DNAJB14 DTNA DYNC1H1 DYNC1I2 DYNC1LI2 DZIP3 EIF4ENIF1 EPB41L2 ERBIN FADS1 FAM168B FAM219A FAN1 FBXO21 FBXW11 FMNL2 FRYL GAB2 GBA2 GLTP GOLGA7 GOLM2 GORASP1 GPM6B GPR107 GPRC5B GZF1 HERC2 HIPK1 HIPK2 HMBOX1 IL17D IL6ST IPO5 IPO7 KDM3B KIDINS220 KIF1B LANCL1 LRP4 LRRC8A MACF1 MAP4K4 MAPK8IP3 MARF1 MFSD8 MTMR2 MTMR4 MTUS1 MYO10 MYO9A NAA30 NACC1 NAPG NGRN NPTN OAZ2 OCIAD1 PACS2 PDE4DIP PDZD2 PEAK1 PHAX PHF10 PHLPP2 PITPNC1 PLEKHB1 POGZ POMT2 PPIG PREPL PREX1 PSAT1 PTK2 PTPRD RAB22A RABL2B RALGAPA1 RAN RAPH1 RASSF3 RDX RMDN3 RNF13 RNF141 RTN4 SAP30L SCAMP5 SCD5 SELENOI SESN3 SH2B1 SH3GLB1 SIK3 SIRT2 SLAIN1 SLC18B1 SNX27 SPAG9 SPIRE1 STX12 TAFA5 TANC2 TBC1D10B TBCK TJAP1 TMEM30A TMOD2 TNIK TNKS TNS2 TRIM37 TSNAX TSPYL4 TTL TTYH2 UBE2H UBE2K UBL3 ULK2 USP46 VPS52 WBP2 WSB1 WSB2 YWHAG ZEB2 ZFAND3 ZFP14 ZNF275 ZNF404 ZNF565 ZNF710 ZNF84 GCM_MAPK10 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_MAPK10 ACTRT1 AHCYL1 ALDOC ANKS1B APLP1 ARHGAP21 ARNT2 ATP1A2 BBS2 BTBD3 CAMK2A CAMK2G CAMK2N1 CBX7 CLDND1 CLIP3 CNKSR2 CTNND2 DCLK1 DDHD2 DLG1 DNAJC6 DNM3 DTNA DYNC1LI2 EFHD1 EPB41L3 FAM107A FAM171B FAM219A FBXW11 FEZ1 FGF1 GABBR1 GPM6B GPRC5B HIPK2 IDS IL17D IQSEC1 KCNJ10 KCNQ3 LANCL1 LMO3 LRP4 MAPK10 MBP MRTFB NCS1 NDFIP2 NDRG2 NFASC NIPA1 NMNAT2 NRSN1 NSF PCDH7 PDXK PHLPP2 PLEKHA1 PLEKHB1 PLP1 PREPL PRRG1 RAB6B RNF141 SCAMP5 SCD5 SCN2B SERPINI1 SIK3 SLAIN1 SLC1A3 SNAP91 SYT11 TACC1 TAFA5 TEF TMOD2 TOLLIP TTYH2 VSNL1 GCM_MAX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_MAX ABT1 BANF1 CCAR1 CCDC117 CLK4 COPS2 CRBN CSDE1 DCUN1D1 EAPP FAM76B HNRNPR LARP7 LEMD3 LSM14A MARCHF7 MAX MEMO1 MTPN MYCBP2 NOL11 PCF11 PRPF40A RBM25 RNF138 SMAD2 SMG1 STAG2 TARDBP TCERG1 USPL1 GCM_MLL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_MLL AAAS AARS2 ABHD16A ACTR10 ANKRA2 ANKRD10 ANKRD12 APBB3 ASB3 ASCC1 ATG2B ATG4B ATOSA BAHD1 BAZ2A BOD1L1 BPTF BRD9 C1orf52 C2CD5 CASP2 CELF1 CHAMP1 CHD9 CHTOP CLEC16A CLK4 CNOT6 CNPPD1 COMMD9 COQ10A CRAMP1 CREB1 CREBRF CS CSRNP2 CUL5 DDX47 DENND4A DFFA DHX36 DYNC1I2 EPC2 EPM2AIP1 ERG28 EXOC5 FAM168B FAN1 FBXL20 FNTB FOXO3 GFM2 GPBP1 GSPT1 HAPSTR1 HGS HNRNPH3 HNRNPR IDH3G ING4 INTS5 IPO5 IPO9 IQCK ISCA1 JKAMP KAT6B KDM3B KHDC4 KLHL11 KMT2A LEMD3 LINC01278 LUC7L3 MAEA MARCHF7 MED17 MEPCE METTL17 MICU1 MOB4 MORF4L1 MSL1 MTMR3 MTMR4 MTMR7 MTPN NAA25 NCOA5 NF2 NFYA NSUN5P1 NUMA1 NUP133 NXF1 OCIAD1 OTUD6B PACS2 PAFAH1B2 PATL1 PCF11 PGRMC2 PHF2 PKNOX1 POGZ PPIG PRDM4 PRKRA PRPF8 PRRC2B PTCD3 RABGEF1 RABL2B RBM25 RBM4B RBM8A RIMOC1 RNF8 RPL7L1 SAFB SAP130 SENP7 SH2B1 SIN3A SLC25A29 SLC35E2A SLC41A3 SMAD7 SMG1 SPECC1L SUFU TAF9B TARDBP TBC1D10B TBC1D22B TBCK TEFM TEX261 THUMPD1 TIA1 TMEM106B TMEM245 TNPO1 TNPO2 TRAPPC14 TRAPPC6B TTC14 TTC17 TUBGCP4 TUT1 U2SURP UBE2N UBR7 UPF3A USP19 USP33 USP9X VPS26B VPS53 WDR19 WDR70 ZBED1 ZBTB22 ZFAND5 ZMIZ1 ZNF212 ZNF274 ZNF286A ZNF292 ZNF384 ZNF512 ZNF529 ZNF644 ZNF84 GCM_MSN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_MSN ABCC1 ARHGAP4 ARHGDIB ARHGEF1 DDX5 DHX9 DRAP1 EEF1B2 GPSM3 HMGN1 HNRNPD HNRNPL MAPRE1 MSN PCBP1 PFN1 PSME1 PTGES3 RHOA SET SF1 SMARCC1 SPN SRSF2 TAF9 TRAM1 VAMP7 YWHAZ GCM_MYCL1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_MYCL1 ADCYAP1 APOC3 AQP7 ASMT AVPR1B BCAT2 BNIP1 CCL2 DRG2 EBI3 FUT2 GRM4 HMGA2 HMGXB3 IKBKE IRF5 KRT35 KRT83 MPP2 MVK MYCL NDUFA1 TMEM106A UROD ZNF8 GCM_MYST2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_MYST2 ACBD6 ACSL3 ADNP AHDC1 ANKRD17 ARID1A ARL5B ARL6IP1 BRD2 BRPF3 BSDC1 C2CD5 CAND1 CCDC82 CDIPT CEBPG CELF1 CEP170 CHD9 CHTOP CNOT7 COMMD9 CRNKL1 CSDE1 CSRNP2 DCAF7 DCTN4 DFFA DHX36 DHX40 DMTF1 DYNC1I2 EIF4ENIF1 ELP1 EPC2 EPM2AIP1 ERG28 EXOC5 FAM168B FAM8A1 FBRSL1 FBXO3 FBXO30 FN3KRP FOXJ3 FOXO3 GATC GSK3B GTF3C4 GTPBP1 HECTD3 HIPK1 HMG20A HNRNPH3 HNRNPR HSBP1 IDH3G ILF3 IPO7 IPO9 ISCA1 JKAMP KAT6B KAT7 KDM3B KIDINS220 KLHL11 KLHL42 KMT2E KPNA3 LEMD3 LMNB1 LUC7L3 MARCHF6 MED13 MED17 MEX3C MFAP3 MTMR3 NAA25 NAA30 NAB1 NCAM1 NCOA5 NFYA NGRN NSD2 NUDT4 NUP133 PAFAH1B2 PAIP1 PAN2 PARP6 PATZ1 PGRMC2 PHACTR4 PHC1 PHF10 PHF2 PKNOX1 POGZ POM121C PPIG PPM1D PPM1E PRKRA PRRC2B PTBP2 QSER1 RABGAP1L RABGEF1 RABL2B RALGAPA1 RBFOX2 RBM25 RBM4B RBM8A REPIN1 REPS1 RMDN3 RPL7L1 SAP130 SCARB2 SETD5 SF3B4 SLC25A29 SMAD5 SMC3 SNRNP200 SPAG9 SPAST SPATA5L1 SS18L1 STRN4 SYNC SYNCRIP TADA1 TARDBP TENT4A TMEM237 TNPO1 TOMM70 TRAPPC6B TRIM13 UBE2E3 UBE2K UBE2N UBE3A UBR7 USP19 USP22 USP33 USP37 VEZF1 VPS26B WBP11 ZBTB33 ZBTB5 ZFAND3 ZFAND5 ZFP14 ZFTA ZMIZ1 ZMYM2 ZNF273 ZNF384 ZNF462 ZNF529 ZNF566 ZNF655 ZNF84 ZSCAN21 GCM_NCAM1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_NCAM1 ABHD14A ACSL3 ADO AHDC1 ALS2 AMER2 ANKRD17 ASAP2 BEX2 BRPF3 BSDC1 BTRC C2CD5 CADM1 CALM1 CAND1 CCDC82 CELF1 CEP170 CHTOP CIPC CLASP2 CLCN3 CORO2B CRNKL1 CRYBG3 CSRNP2 DCAF7 DCTN4 DENND2A DMTF1 EIF4ENIF1 ELP1 EPC2 ERBB4 EXOC5 FAM8A1 FBXO3 FBXO30 FOXO3 GABBR2 GSK3B GSTA4 HMG20A IGDCC4 IPO7 IPO9 IQCK KAT6B KAT7 KIDINS220 KIF1B KIF5C KLHL42 KMT5B MAP1B MARCHF6 MECP2 MTMR3 MTMR9 NAA30 NAB1 NCAM1 NFIB NFYA NGRN NISCH NLK NPTX1 NSD2 NUAK1 NUDT4 PAFAH1B2 PAIP1 PARP6 PEG3 PGRMC2 PHC1 PHF2 PHYHIPL PKNOX1 PNMA8A PPM1E PTBP2 QSER1 RABGAP1L RABGEF1 RALGAPA1 RAN RASA4 RBFOX2 RBM4B RBM8A REEP1 REPS1 SCARB2 SESN3 SMAD7 SMAP1 SPAG9 SPAST SPIRE1 SS18L1 SUFU SYNC TEAD1 TMEM237 TRAK2 TSPYL4 UBE2E3 UBE2H UBE2N UBE3A USP19 USP22 VPS26B WSB2 ZBTB5 ZFAND5 ZFP14 ZFTA ZMYM2 ZNF462 ZNF529 ZNF536 ZNF566 ZNF84 GCM_NF2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_NF2 AAAS AAR2 AARS2 ABHD16A ACAD11 ACTR10 ADPRS AFDN AGAP4 ALKBH5 AMMECR1L ANAPC5 ANKRA2 ANKRD10 ANKRD40 AP2A1 APMAP APPBP2 ARFGAP1 ASB3 ASB6 ASB7 ASCC1 ASH1L ATG2B ATG4B ATP2B2 ATXN7L3 B4GALT2 BABAM1 BAHD1 BAZ2A BCL2L1 BOD1L1 BPNT2 BRD9 C1orf52 C2CD5 CAND1 CENPO CFAP298 CHAMP1 CHD9 CHTOP CHUK CIAPIN1 CIZ1 CLEC16A CNPPD1 COG5 COMMD9 COPS6 COQ10A CRAMP1 CS CSRNP2 DBNL DCUN1D3 DDX17 DDX47 DENND4A DENR DHCR7 DHRS11 DHX37 DHX40 DYNC1I2 EDNRA EHBP1 EIF4EBP2 EMC8 ENSG00000291228 EPS15L1 ERAL1 ERG28 EVI5L EXOSC6 FAM104B FAM168B FAN1 FBXL20 FBXO9 FN3KRP FNTB FOXJ3 FOXO3 GATD3 GFM2 GGT7 GLT8D1 GMEB2 GOLGA7 GORASP1 GPBP1 GSPT1 GTF2A1 H2AZ2 HAAO HAPSTR1 HECTD1 HGS HNRNPR IDH3G IFT52 ING1 INTS5 IPO5 IQCK IRAG1 ISCA1 JKAMP KDM3B KIAA1191 KIAA2013 KLF12 KLHL11 KLHL12 KLHL17 KLHL18 KMT2A KPNA6 LEMD3 LIG3 LINC01278 LRIG2 LUC7L2 MAP6 MAPK8IP1 MAPK8IP3 MBD3 MCRIP1 MED17 MEPCE METTL17 MFN2 MFSD8 MKS1 MMAB MOB4 MORF4L1 MRI1 MRPL10 MRPL30 MRPS5 MSL1 MTCH2 MTMR4 MTMR7 MTPN MTRF1L MYO9A NAA30 NAPG NCLN NF2 NPFF NSUN5P1 NUCKS1 NUMA1 NUP133 OCIAD1 OGFOD1 OSBPL2 OTUD6B PACS2 PATL1 PEX11B PHAX PHF10 PIGS PIP4K2B PIP4P1 PJA2 POGZ POLDIP3 POLR2M PPIG PRDM4 PREP PRKRA PRPF8 PRRC2B PRXL2A PSME3 PSME3IP1 PTCD3 RAB14 RABGEF1 RABIF RABL2B RALGPS1 RAN RANBP6 RAPGEF1 RETREG2 RIMOC1 RIPK1 RIPOR1 RMDN3 RMND5B RNF216 RNF41 RPL7L1 RPS6KC1 RSC1A1 RTBDN RTN4 SAFB SAMD4B SAP130 SCAMP2 SCG2 SEC22C SELENOI SETD1A SH2B1 SIDT2 SIN3A SLC35B2 SLC35E2A SLC38A7 SMG5 SNAPC3 SNRNP200 SNX15 SNX33 SPECC1L SPTLC1 STAMBP STRN4 SUMF2 SUV39H1 TADA2B TAF9B TBC1D10B TBC1D14 TBC1D15 TBC1D22B TBCK TEX261 TINF2 TM9SF3 TMEM106B TMEM120A TMEM138 TMEM167B TMEM199 TMEM245 TNPO1 TNPO2 TNS2 TOX4 TP73-AS1 TRAF7 TRAPPC14 TRPC4AP TSEN34 TSNAX TSPYL4 TTC17 TUBGCP4 TUT1 U2SURP UBE2K UBE2N UBQLN4 UBR7 UPF3A URGCP USP19 USP33 VCP VEZT VPS26B VPS52 VPS53 VRK3 WBP2 WDR19 WDR33 WDR6 WDR70 WSB1 WSB2 XPO6 YME1L1 ZBED1 ZDHHC4 ZER1 ZFAND5 ZFR ZNF12 ZNF133 ZNF275 ZNF292 ZNF512 ZNF529 ZNF559 ZNF644 ZNF710 ZNF84 ZXDB GCM_NPM1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_NPM1 ACTG1 APEX1 APRT ATP5F1B ATP5MC3 ATP5PB CLEC18C CLIC1 COL16A1 CSNK2B DUT EEF1B2 EEF1G EEF2 EIF3F EIF4B EPRS1 ESD FXR1 H2AZ1 H3-3A HINT1 HNRNPA1 HNRNPH1 HNRNPM HNRNPU HSP90AB1 IK ILF2 KHDRBS1 NACA NAP1L1 NASP NCL NDUFA12 NONO NPM1 PNN POLG POLR2G PPIA PPP1CC PRMT1 PSMA1 PSMA2 PSMA5 PSMB4 PSME1 PTMA PWP1 RABGGTB RACK1 RPL10A RPL11 RPL13A RPL14 RPL17 RPL18 RPL19 RPL21 RPL23 RPL27 RPL27A RPL28 RPL29 RPL3 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36A RPL4 RPL6 RPL7 RPL7A RPL9 RPS11 RPS14 RPS16 RPS18 RPS19 RPS2 RPS23 RPS24 RPS27A RPS28 RPS3 RPS3A RPS5 RPS6 RPS7 RPS8 RPS9 RPSA SAP18 SET SLC25A3 SLC25A6 SNRPA1 SNRPD2 SNRPD3 SNRPE SNRPF SRSF9 SUMO2 TAF9 TBCB TCP1 TIAL1 TPT1 TRIM28 UBA52 UBE2L3 UQCRH ZNHIT3 GCM_NUMA1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_NUMA1 ABHD16A ANKRA2 ASB7 BAHD1 BAZ2A C1orf52 CFAP298 CHD9 CIZ1 COMMD9 COQ10A CRAMP1 DHX36 GORASP1 KDM3B KMT2A LEMD3 LINC01278 MED17 METTL17 MOB4 MORF4L1 MSL1 MTMR4 MTMR7 NF2 NUCKS1 NUMA1 POGZ PRDM4 PRPF8 PRRC2B RNF41 RPL7L1 RSC1A1 SAFB SAMD4B SAP130 SEC22C SH2B1 SIN3A SNRNP200 SPTLC1 TAF9B TBC1D10B TEX261 THUMPD1 TMEM245 TNPO2 TRAPPC14 TTC17 UPF3A VPS26B WDR6 WDR73 ZNF512 GCM_PFN1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_PFN1 APEX1 APRT ARHGDIB ARHGEF1 ATP5F1B ATP5F1C CBFB CFL1 CLIC1 CSNK2B DRAP1 EIF4A1 GPSM3 H2AZ1 HCLS1 HDAC1 HNRNPD HNRNPL HNRNPM ILF2 MCM6 MSN NCL NDUFA12 NONO OAZ1 PFN1 PPIA PPP4C PRMT1 PSMB2 PSMD8 PSME1 PTMA RHOA RPL14 RPL19 RPL21 RPL27 RPL29 RPS19 RPS24 RPS5 RPS7 RPS8 SET SLC25A3 SNRPA SNRPD2 SNRPD3 SRSF9 GCM_PPM1D https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_PPM1D ANKRD50 CELF1 CEP170 ESRRG EXOC5 KAT6B KAT7 KMT5B LMNB1 NAA25 NUDT4 PARP6 PPM1D PPM1E PTBP2 RBM4B SMC3 SPAST SYNC TOMM70 USP37 VEZF1 WBP11 ZFTA ZHX1 ZNF566 GCM_PPP1CC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_PPP1CC ACTG1 APEX1 ATP5F1A ATP5F1B ATP5PB BRD8 CAPZA1 CBFB CCT4 CCT7 CFL1 CSNK2B DUT EEF2 EIF3F EIF4G2 ERH HMGN1 HNRNPD HNRNPM HNRNPU IK ILF2 KHDRBS1 NACA NAE1 NAP1L1 NASP NCL NDUFA12 NONO NPM1 POLG PPIA PPP1CC PPP1R8 PRMT1 PSMA1 PSMA5 PWP1 RPP30 SET SLC25A3 SNRPA SNRPD3 SRSF4 SRSF9 SUMO2 TBCB TCEA1 TCP1 TPR TRA2B VBP1 YWHAQ ZNHIT3 GCM_PRKAG1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_PRKAG1 AANAT ABCC1 AIP BCAT2 CCR9 CENPI CSN3 DGCR6 DHPS DPF2 DRG2 EBI3 FANCC FCGR2B FEV FUT2 GPER1 GRM4 GSTZ1 HDAC1 HMGA2 KRT32 LYST MADD MAPK3 MPP2 NEFL ODF1 PDE6B PLK1 PMS2P11 PNMT PRKAG1 PRKCG PSG7 RENBP RING1 SMARCD1 TAF1 TAF11 TIMM17A TLK2 TMEM106A TRIP13 TTF1 VPS72 WAS ZNF134 ZNF76 ZNF8 GCM_PRKCG https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_PRKCG AANAT ABCC1 ADRB3 ALPI AQP2 AVPR1B BCAT2 CCR9 CHERP CLCN1 CLCN7 COL14A1 CSN3 CYP2F1 DGCR6 DHPS DRD1 DRG2 EFNA3 ELK1 ERV3-1 FANCC FEV GCGR GPER1 GPR31 GRM4 GSTZ1 HIVEP1 HMGA2 KRT32 KRT6C L1CAM LYST MADD MAP1A MIEF1 MPP2 MYBPC2 NEFL ODF1 PAK1 PDE6B PLK1 PMS2P11 PRKAG1 PRKCG PSG7 RABGGTA RENBP RING1 SCNN1G SIRPB1 SLC2A4 SMARCD1 TFE3 TH TLN2 TMEM106A TRIP13 TTF1 VPS72 WAS GCM_PSME1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_PSME1 ACTG1 APEX1 APRT ARHGDIB ATP5F1B ATP5F1C ATP5MC3 ATP5PB BRD8 CAPZA1 CBFB CFL1 CLEC18C CLIC1 COPS5 CSNK2B DUT EEF1B2 EIF3F EPRS1 H2AZ1 HDAC1 HMGN1 HNRNPA1 HNRNPD HNRNPM HNRNPU HPRT1 IK ILF2 KHDRBS1 MSN NACA NAP1L1 NASP NCL NDUFA12 NPM1 PCBP1 PFN1 PNN POLG POLR2G POLR2K PPIA PRMT1 PSMA1 PSMA5 PSMA6 PSMB3 PSME1 PTMA RABGGTB RHOA RPL10A RPL11 RPL17 RPL19 RPL21 RPL27 RPL35A RPL6 RPL7 RPS19 RPS24 RPS5 RPS7 RPS8 SAP18 SET SLBP SLC25A3 SNRPA1 SNRPD2 SNRPD3 SNRPF SRSF2 SRSF9 SUMO2 TCEA1 TIAL1 TMSB10 TRA2B YWHAZ ZNHIT3 GCM_PTK2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_PTK2 ABHD6 ABI2 ACTRT1 AGPAT4 AHCYL1 ANKRD17 ANKS1B APPBP2 ARHGAP21 ARHGAP26 ARPP19 ATRN BACE1 BBS2 BLTP1 BTBD3 BTRC C1orf198 CAMK2G CCDC82 CCDC88A CCDC92 CIPC CLASP2 CLCN3 CLDND1 CNKSR2 DCUN1D4 DDHD2 DIRAS1 DLG1 DNAJB14 DNAJC6 DOCK9 DYNC1I2 DYNC1LI2 DZIP3 EIF4ENIF1 EPB41L3 FADS1 FAM168B FAM219A FAM8A1 FAXDC2 FBXO21 FBXW11 FMNL2 FNIP2 FRYL GBA2 GLTP GOLGA7 GORASP1 GPR107 GPRC5B GZF1 HERC2 HERC4 KIDINS220 KIF1B KIF5C KLHL21 LANCL1 LARGE1 MAP4K4 MAPK8IP2 MAPK8IP3 MARF1 MEGF9 MGAT3 MOAP1 MTMR2 MYO10 NAA30 NAPG NCS1 NDRG3 NGRN NIPA1 NLK NOL6 NPTN OCIAD1 PDP1 PEG3 PHLPP2 PHYHIPL PKP4 PLEKHA1 PLEKHB1 POMT2 PPIG PREPL PRXL2A PTK2 PTPRD RABEP1 RABGEF1 RABL2B RALGAPA1 RAN RAPH1 RASSF3 RNF13 RTN4 SAP30L SESN3 SHTN1 SIK3 SLAIN1 SNX27 SPIRE1 STAMBP TAFA5 TEX2 TJAP1 TMEM184B TMEM30A TMOD2 TNS2 TP53INP2 TRIM37 TRIM8 TSNAX TTL TTYH2 TULP4 UBE2H UFSP2 ULK2 USP32 USP33 VPS52 WBP2 WSB1 WSB2 YIPF5 YWHAG ZEB2 ZER1 ZFP14 ZNF536 ZNF565 ZNF710 ZNF84 GCM_PTPRD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_PTPRD ABHD6 ABI2 ACER3 ACTRT1 ANKRD17 ANKS1B ARPP19 BACE1 BLTP1 BTRC CCDC88A CIPC CLASP2 DNAJB14 DOCK9 FADS1 FAM219A FBXW11 FRYL GPRC5B GZF1 HERC2 KIF1B LANCL1 MAP1B MAP4K4 MARF1 MEGF9 MOAP1 NAA30 NDRG3 NIPA1 NLK PEG3 PHYHIPL PKP4 PLEKHA1 POMT2 PREPL PTK2 PTPRD RABEP1 RALGAPA1 RASSF3 SCARB2 SIK3 SLAIN1 SPIRE1 TAFA5 TRIM8 TTL TTYH2 UBE2H ULK2 ZEB2 ZFP14 ZNF536 ZNF565 GCM_PTPRU https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_PTPRU AANAT ADCYAP1 APOC3 AVPR1B BNIP1 CCR9 CD8B CDH5 CHIC1 CHRM5 CHRNE COL14A1 CSN3 CSPG4 ELK4 ERCC4 ERV3-1 FABP3 FCGR2A FEV FHL3 FUT2 GABRQ GCK GH2 GHRHR HMGA2 IFNA21 ITSN1 KCNA6 KRT12 KRT35 KRT83 KRT86 MPP2 MVK MYH7 NDUFA1 POLR1HASP POP1 PRKCA PTPRU SLC14A2 SLC17A2 SLC18A1 SLC30A3 SMARCD1 SSTR3 STAT4 SUPT4H1 TAF1 TEC TMEM106A VPS72 ZNF8 GCM_RAB10 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_RAB10 ACAD9 ACTR10 ADO AGAP4 AGPAT5 AHCYL1 ANKFY1 ANKRD17 APMAP ARFGAP1 ARID4B ASAP2 BPNT2 BRD7 C5orf24 CAB39 CACTIN CAND1 CDK2AP1 CEP350 CFAP97 CLCN3 CPLANE1 CRNKL1 CRP CSNK1D CTTNBP2NL DCTN4 DCUN1D4 DICER1 DMTF1 DYNC1I2 EDEM3 EEA1 EIF3J EIF4ENIF1 ELP1 ENSG00000291228 EPB41L2 ERBIN EVI5 FAM156A FAM168B FAM219A FAM98A FBXL5 FBXO21 FBXO45 FBXW11 FNBP4 FOXJ2 FOXJ3 GAPVD1 GARRE1 GNPAT GOLM2 GORASP1 GPR107 GPR153 GTF2A1 GTPBP3 HECTD1 HIPK1 HMBOX1 HSD17B12 IPO8 IPO9 IWS1 JKAMP KANSL3 KIAA1191 KIDINS220 KLF7 KPNA3 LARS1 LRRC8A LUC7L2 MACF1 MAEA MED23 MFAP3 MFSD8 MKLN1 MON2 MPC1 MTMR1 NAA30 NACC1 NCKAP1 NDFIP1 NEK9 NMD3 NUP133 OCIAD1 OSBPL2 OSTM1 PHF10 PITPNB POGK PPM1B PRKAB2 PRRC2C PTAR1 PXYLP1 RAB10 RAB14 RAB22A RALA RAP2A RASSF3 RDX RMDN3 RNASEH1 RNF111 RNF13 RNF14 SAP130 SCRN3 SEL1L SERBP1 SESN3 SH3GLB1 SLC25A44 SLC39A9 SNRNP200 SNX12 SNX5 SOCS4 SPIRE1 SPTLC1 SRRM2 STARD7 TAB2 TBCK TMED7 TMEM184C TMEM245 TMEM248 TMEM30A TNPO3 TOB2 TTI1 UBA2 UBA3 UBE2H UBE2K UBP1 UBQLN1 UBQLN2 UBR5 UFSP2 UPF3A URI1 USP19 USP33 VEZT VPS13B VPS52 WDR11 XPOT YTHDF1 YTHDF3 YWHAG ZC3H14 ZFAND3 ZFP14 ZNF133 ZNF302 ZNF444 ZNF507 ZNF512 ZNF644 ZNF677 ZNF770 ZRANB2 ZZZ3 GCM_RAD21 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_RAD21 APEX1 BCLAF1 COPS5 CTCF DDX5 DYRK1A EIF4G2 HCFC1 HMGN1 HNRNPA1 HNRNPM HNRNPU HTATSF1 ILF2 KHDRBS1 LRPPRC MAZ NAE1 NAP1L1 NCL NONO PCBP1 PSMD11 RAD21 SET SRP14 SRSF2 SRSF4 SUMO1 SUMO2 TCEA1 TCP1 TPR TRA2B WAPL YWHAQ YWHAZ GCM_RAF1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_RAF1 CAPRIN1 CFL1 CSNK2B DDX39B DDX5 DHPS DNAJC7 DR1 DRAP1 EIF4A1 FUS GPER1 GPS2 H3-3B HMGN1 HNRNPA1 HNRNPC HNRNPD HNRNPL HNRNPU IDUA ILF2 KHDRBS1 LMNB2 MARS1 MAZ NONO PABPC1 PCBP1 PCBP2 PCM1 PRMT1 PTGES3 RAF1 SET SF1 SLC25A3 SRSF4 TAF9 TRIM28 UBE2D3 USP7 VAMP7 GCM_RAN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_RAN AAAS ABHD6 ABI2 ACSL3 ADO ANKRD17 APPBP2 ARPP19 ASCC1 ATG2B ATP2B2 ATP6V1A ATP6V1B2 ATXN7L3 BCL2L1 BLTP1 BMPR2 BOD1L1 BRD9 BRPF3 BTRC C2CD5 CALM1 CAND1 CCDC82 CCDC88A CCDC92 CHD9 CHTOP CIPC CIZ1 CLASP2 CLCN3 CLEC16A CRNKL1 CS CSRNP2 DCTN4 DDX17 DFFA DNAJB14 DYNC1I2 EIF4ENIF1 ELP1 EPC2 EXOSC6 FADS1 FAM168B FAM219A FAM8A1 FAN1 FBXO21 FBXO30 FBXW11 FN3KRP FOXO3 GABBR2 GBA2 GOLGA7 GORASP1 GPR107 GPRASP2 GSK3B GSPT1 GZF1 HECTD1 HERC2 HIPK1 IPO5 IPO7 IPO9 IQCK ISCA1 JKAMP KDM3B KIDINS220 KIF1B KIF3B KIF5C KLHL11 KLHL12 KLHL42 KPNA3 LANCL1 LARGE1 LEMD3 MAP1B MAP4K4 MAP6 MAPK8IP1 MAPK8IP3 MARF1 MECP2 MFSD8 MOAP1 MTMR3 MTMR4 NAA30 NAB1 NAPG NCAM1 NDRG3 NF2 NGRN NLK NUP133 OCIAD1 OGFOD1 PDXP PHAX PHC1 PHF10 PHF2 PHYHIPL PIP4K2B PITPNC1 PJA2 PNMA8A POGK POGZ POMT2 PPIG PPM1B PREPL PRRC2B PRXL2A PTK2 RABGEF1 RABL2B RALGAPA1 RALGPS1 RAN RAP2A RBM8A RBPJ RELCH RERE RMDN3 RNF41 RTN4 SAP30L SELENOI SESN3 SH2B1 SIK3 SLC35E2A SLC8A2 SNX15 SNX27 SPAG9 SPAST SPIRE1 SS18L1 STAMBP STMN3 TAF9B TAFA5 TBC1D10B TBCK TMEM183A TMEM237 TMEM245 TMEM30A TNPO2 TNS2 TP53INP2 TRIM33 TRIM37 TSNAX TSPYL4 TTL TUBGCP3 UBE2E3 UBE2K UBE2N UBR7 UFSP2 USP19 USP33 VPS26B VPS52 WBP2 WSB1 WSB2 XPO6 YIPF5 YWHAG ZER1 ZFAND5 ZFP14 ZNF275 ZNF512 ZNF529 ZNF565 ZNF710 ZNF84 GCM_RAP2A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_RAP2A ABI2 ADO CAND1 CCDC88A CEP350 CLASP2 CLEC16A ENAH FBXW11 GABBR2 HMBOX1 IPO7 KIDINS220 LRRC8A MTMR1 NAB1 NGRN PHF2 PHYHIPL RAB10 RALGAPA1 RAN RAP2A SMAP1 SNX27 SOX5 SPAG9 SPIRE1 TEAD1 TMEM30A TUBGCP3 UBQLN1 ZFAND3 ZFP14 GCM_RBM8A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_RBM8A ADO APBB3 ASB3 ATG4B BAZ2A BRPF3 C2CD5 CAND1 CELF1 CEP170 CHTOP CLEC16A CRNKL1 CSRNP2 DCAF7 DCTN4 DFFA DHX40 EPC2 EXOC5 FAM172A FBXO30 FOXO3 GSK3B GSPT1 GSTA4 IPO7 IPO9 IQCK ISCA1 KAT7 KIDINS220 KMT2A LINC01278 MAP6 MED13 MED17 MFAP3 MTMR3 NAB1 NCAM1 NCOA5 NFYA NGRN NSD2 NUCKS1 NUP133 PGRMC2 PHC1 PHF2 PKNOX1 POGZ PRRC2B RAN RBM4B RBM8A RIMOC1 RPL7L1 SCARB2 SETD5 SLC25A29 SPAG9 SYNC TAF9B TIA1 UBE2E3 UBE2N UBE3A USP19 USP9X VASH1 VEZF1 VPS26B ZBED1 ZFTA ZNF286A ZNF292 ZNF384 ZNF512 ZNF529 ZNF84 GCM_RING1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_RING1 AAMP AANAT ABCC1 ADCYAP1 ADRB3 APOC3 AQP2 AQP7 ASMT AVPR1B BCAT2 BDH1 BECN1 BNIP1 CCR9 CD8B CENPI CHIC1 COL14A1 COX10 CSN3 DDX18 DGCR6 DPF2 DRD1 DRG2 EBI3 ERV3-1 FANCC FCGR2A FEV FUT2 GCGR GH2 GJA5 GLA GPER1 GPR3 GRM4 GSTZ1 HMGA2 HTR1E HTT IDUA IGKV7-3 IKBKE INPP5J KRT31 KRT32 KRT35 KRT6C LTK LYST MADD MAPK3 MAPRE1 MICB MIEF1 MPP2 MVK MYBPC2 MYH7 NEFL NFIC NGFR NRF1 NTHL1 NUP188 ODF1 PDE6B PLK1 PMS2P11 PNMT PRKAG1 PRKCG PSG7 PTPN5 RAB33A RABGGTA REG1CP RENBP RING1 RNPS1 SCNN1G SDHC SF1 SIGMAR1 SIRPB1 SLC16A1 SLC18A1 SLC29A2 SLC2A4 SMARCD1 SMARCD2 SP2 STIM1 SUPT4H1 TAF1 TEC TH TIMM17A TLK2 TMEM106A TMEM94 TRIP13 TTC1 TTF1 VPS72 WAS ZNF134 ZNF76 ZNF8 GCM_SIRT2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_SIRT2 AIDA ANKFY1 C1orf198 DDAH1 DDHD2 DYNC1H1 DYNC1LI2 EFCAB14 FAM219A FBXW11 GABBR1 GLTP GOLGA7 GORASP1 IL6ST IRAG1 KCNJ10 KIF3B LANCL1 MAP4K4 MAPK8IP3 METTL7A MFN2 MTUS1 MYO10 MYO9A PDE4DIP PEAK1 PITPNC1 PLEKHB1 PREX1 RTN4 SCAMP5 SCD5 SEC14L2 SELENOI SIRT2 SNX27 TMEM30A TNK2 TNS2 UBL3 WSB1 ZNF710 GCM_SMARCC1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_SMARCC1 ABCC1 AIP CAPRIN1 DDX18 DDX5 DGCR6 DHX9 DNTTIP2 DRAP1 DRG2 FANCC FUS GPER1 GRM4 HNRNPL KHDRBS1 MADD MAPRE1 MAZ MIEF1 MSN PCBP1 PDE6B PNN PTGES3 RENBP SF1 SLC29A2 SMARCC1 SMARCD2 SRSF2 TAF11 TAF9 TIMM17A TLK2 TRAM1 TTF1 GCM_SMARCD1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_SMARCD1 AAMP AANAT ABCC1 ADCYAP1 ADORA2A AGER APOC3 ASMT AVPR1B BCAT2 BNIP1 CCR9 CD8B CENPI CHIC1 CLCN1 CLCN7 COL14A1 COX10 CSN3 CSPG4 CYP2F1 DGCR6 DPF2 DRD1 DRG2 EBI3 EFNA3 ERCC4 ERV3-1 FANCC FCGR2A FEV FUT2 FUT5 GCM1 GH2 GJA5 GPER1 GPR3 GPR31 GRM4 GSTZ1 HMGA2 HNRNPL HTR1E IDUA IFNA21 KRT32 KRT35 L1CAM LYST MADD MICB MPP2 MVK MYBPC2 NDUFA1 NEFL ODF1 PDE6B PDE6G PEX5 PLK1 PMS2P11 PNMT PRKAG1 PRKCG PSG7 PTPN5 PTPRU RABGGTA RENBP RING1 SCAF11 SCNN1G SIRPB1 SLC14A2 SLC16A1 SLC17A2 SLC18A1 SLC2A4 SLC30A3 SMARCD1 SMARCD2 SUPT4H1 TAF1 TAF11 TBXA2R TCF20 TFE3 TH TIMM17A TMEM106A TMEM94 TRIM15 TRIP13 TTF1 VAV1 VPS72 WAS ZNF132 ZNF134 ZNF76 ZNF8 GCM_SMO https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_SMO ADD2 AP2A1 ARL2 ASH1L AZI2 C1QTNF6 CCDC3 CIC CMTM4 CNPPD1 COG5 COPS7A DCUN1D3 DHRS11 DHX37 DNAJC4 EDNRA F2 FBXL20 FZR1 GGT7 GIGYF1 INVS KCTD10 KLHL17 KPNA6 KRT85 MIER2 MKS1 MMP16 PEX11B PIP4K2B POLR2M POMGNT2 PPIE PRDM4 RHOD RMND5B SEC24A SEMA4F SIN3A SMG5 SMO SNX33 SPPL2B ST6GALNAC4 STAT5B TADA2B TMEM138 TMEM254 TRAFD1 TRPV6 TUT1 URGCP USF3 USP13 VCP VPS53 WDR6 ZDHHC3 GCM_SUFU https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_SUFU AARS2 ANKRD17 BRPF3 BSDC1 BTRC C2CD5 CCDC82 CDIPT CELF1 CEP170 CHTOP CRNKL1 DCTN4 DMTF1 DYNC1I2 EIF4ENIF1 ELP1 EPC2 EXOC5 FBXO3 FBXO30 FOXO3 HECTD1 IQCK ISCA1 KAT6B KIDINS220 KMT2A KMT5B LUC7L3 MARCHF6 MED13 MFAP3 MTMR3 NAA25 NAA30 NAB1 NCAM1 NCOA5 NEIL2 NFYA NGRN NLK PAGR1 PHF2 PKNOX1 POGZ PPIG RABGEF1 RABL2B RALGAPA1 RBM4B REPS1 SCARB2 SLC35E2A SMAD5 SPAG9 SPAST SS18L1 SUFU SYNC TBCK TRAPPC6B UBE2N UBQLN2 UFSP2 USP19 USP33 USP9X VPS26B VPS52 ZFAND5 ZFP14 ZNF133 ZNF529 ZNF566 ZNF84 GCM_SUPT4H1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_SUPT4H1 AAMP AANAT ADCYAP1 APOC3 AVPR1B BCAT2 BNIP1 CCR9 CDH5 CENPI CHIC1 COL14A1 CSTF3 DDX18 DGCR6 DPF2 DRG2 FANCC FCGR2A FCGR2B FEV FUT2 GH2 GRM4 HMGA2 KRT35 LYST MADD MAPK3 MICB MPP2 MVK NCAPD3 NDUFA1 NGFR NRF1 ODF1 PDE6B POLR1HASP PTPRU RABGGTA RFX5 RING1 SDHC SLC16A1 SLC2A4 SLC30A3 SMARCD1 SP2 SUPT4H1 TAF1 TIMM17A TLK2 TMEM106A TRIP13 VAV1 VPS72 ZNF8 GCM_TEC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_TEC ADCYAP1 APOC3 AVPR1B CCR9 CD8B CHIC1 CHRM5 DGCR6 FANCC FCGR2A FEV GRM4 HMGA2 IFNA21 KRT83 MADD MPP2 MVK MYH7 NDUFA1 NRF1 PDE6B PTPRU RING1 SLC17A2 SLC18A1 SLC2A4 SLC30A3 TEC TMEM106A VAV1 ZNF8 GCM_TINF2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_TINF2 ABHD16A ANAPC5 ANKRD10 BABAM1 BAHD1 BOD1L1 CNPPD1 COMMD9 COQ10A CRAMP1 DBNL DDX47 DENND4A DHX29 DHX37 FBXL20 GFM2 ING1 METTL17 MMAB MORF4L1 NF2 NSUN5P1 POLR2M PRDM4 PSME3 RMND5B RPL7L1 S100PBP SIN3A SNX33 TADA2B TBC1D10B TBC1D14 TBC1D22B TEX261 TINF2 TMEM138 TRAPPC14 TTC17 ZNF274 GCM_TPR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_TPR ARCN1 CALM2 CAPRIN1 COPA CTR9 DDX18 DDX39B DHPS DHX9 FUS IARS1 IDH3A KHDRBS1 MEN1 MPV17 PCBP1 PCM1 PI4KB POLR2B PPP1CC PSMD11 PTGES3 RAD21 SETDB1 SF1 SP3 TPR TRA2B TRIM26 TSN WAPL ZNHIT3 GCM_TPT1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_TPT1 ATP5MC1 ATP5PB CFL1 CLEC18C EEF1G EEF2 EPRS1 H3-3A NACA NCL NDUFA12 NPM1 PPIA RACK1 RPL10A RPL11 RPL13A RPL14 RPL17 RPL18 RPL19 RPL21 RPL23 RPL23A RPL27 RPL27A RPL28 RPL29 RPL3 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36A RPL38 RPL4 RPL6 RPL7 RPL7A RPL9 RPLP0 RPLP1 RPLP2 RPS10 RPS11 RPS14 RPS16 RPS17 RPS18 RPS19 RPS2 RPS21 RPS23 RPS24 RPS25 RPS27A RPS28 RPS29 RPS3 RPS3A RPS6 RPS7 RPS8 RPS9 RPSA SLC25A3 SLC25A6 TPT1 UBA52 GCM_UBE2N https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_UBE2N AAAS ABHD16A ACBD6 ADNP AHDC1 APBB3 ARID1A ARL6IP1 ASTN2 BAZ2A BPTF BRPF3 BSDC1 BTRC C2CD5 CAND1 CCDC82 CDIPT CELF1 CEP170 CHD9 CHTOP CIPC CIZ1 CLEC16A CNOT6 COMMD9 CREB1 CRNKL1 CS CSRNP2 CXXC5 DCAF7 DCTN4 DHX36 DHX40 DLG3 DYNC1I2 EIF4ENIF1 ELP1 EPC2 EPM2AIP1 EXOC5 EXOSC6 FAM168B FBXO3 FBXO30 FN3KRP FOXO3 GPALPP1 GSK3B GTF3C4 HECTD1 HIPK1 HNRNPH3 HNRNPR IDH3G IPO9 IQCK ISCA1 KAT6B KAT7 KIDINS220 KLHL11 KMT2A LEMD3 LUC7L3 MARCHF6 MECP2 MED13 MED17 MFAP3 MOAP1 MSL1 MTMR3 NAA25 NAA30 NAB1 NCAM1 NCOA5 NF2 NFIB NFYA NGRN NLK NSD2 NUDT4 PAFAH1B2 PGRMC2 PHF10 PHF2 PKNOX1 POGZ PPIG PPM1B PRKRA PRRC2B PTBP2 RABGEF1 RABL2B RALGAPA1 RAN RANBP6 RBFOX2 RBM4B RBM8A REPS1 RNF41 RSBN1 SAP130 SLC25A29 SLC35E2A SMAD2 SMC3 SPAST SS18L1 SUFU SYNC TADA1 TARDBP TIA1 TMEM183A TRAPPC14 TRIM33 TSPYL4 TUBGCP3 TUBGCP4 UBE2E3 UBE2K UBE2N UBR7 UPF3A USP19 USP33 VDAC3 VEZF1 VPS26B VPS52 WBP11 WBP2 WSB2 YME1L1 YTHDC1 ZFAND5 ZFTA ZMIZ1 ZMYM2 ZNF273 ZNF292 ZNF384 ZNF529 ZNF566 ZNF84 ZXDB GCM_USP6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_USP6 ACAD11 ADD2 AP2A1 ATG4B ATP2B2 BAHD1 BOD1L1 CNPPD1 COG5 COPS7A COQ10A CS DDX11 DENND4A DHRS11 DHX37 DIP2B DNAJC27 EDNRA EPS15L1 ERAL1 EVI5L FAM167A FAM81A FAN1 FBXL20 GFM2 GGT7 GIGYF1 GLYCTK HAPSTR1 IPO5 IRAG1 ISCA1 KLHL17 KLHL18 KPNA6 KRT85 LRIG2 MKS1 MMP16 MTCH2 MTMR7 MYO9A OTUD6B PEX11B POLR2M PRDM4 RIPK1 RMND5B SCAMP2 SEC24A SEMA4F SH2B1 SIN3A SMG5 SNAPC3 TADA2B TBC1D10B TBC1D22B TEX261 TMEM138 TMEM254 TMX3 TUT1 URGCP USP6 VCP VPS53 ZNF672 GCM_VAV1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_VAV1 AIP ARHGAP4 ARHGEF1 CAPRIN1 CCR9 CLCN7 COX10 DDX18 DGCR6 DRAP1 DRG2 FANCC GLA GPSM3 GRM4 HMGA2 HNRNPL INPP5D ITGB3BP LYST MADD MPV17 MYH7 NMI NSMAF PDE6B PDE6G PIK3CG PMS2P11 PTGES3 RABGGTA RENBP RGS19 SLC29A2 SMARCD1 SMARCD2 SPN SUPT4H1 TAF11 TEC TRIP13 TTF1 VAV1 VPS72 WAS ZNF134 ZNF76 GCM_ZNF198 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCM_ZNF198 ACSL3 ANKRD17 ARID1A ARID4B BEX2 BRPF3 BSDC1 BTRC C2CD3 CAND1 CCDC82 CDC5L CELF1 CEP170 CEP76 CHTOP CLK4 CNOT7 CREBRF CRNKL1 CRYBG3 DFFA DHX36 DMTF1 DYNC1I2 EIF4ENIF1 ELP1 EPC2 EPM2AIP1 EXOC5 FAM8A1 FANCL FBXO3 FBXO30 FOXO3 GNE GSK3B HEATR5B HECTD3 HIPK1 HMG20A HNRNPH3 HNRNPU ISCA1 ISOC1 KANK2 KAT6B KAT7 KIDINS220 KLHL42 KMT2E KMT5B KPNA3 LEMD3 LUC7L3 MARCHF6 MED17 MEX3C NAA25 NAA30 NAB1 NCAM1 NCOA5 NFYA NGRN NLK NPTX1 NUDT4 PAFAH1B2 PAIP1 PARP6 PATZ1 PDCL PHF2 PHYHIPL PPM1B PPM1E PRKRA PTBP2 QSER1 RABGAP1L RABGEF1 RALGAPA1 RBM25 RBM4B REPS1 RIOX2 RMND5A SCARB2 SLC25A29 SLC5A3 SMAD2 SMC3 SPAG9 SPAST SS18L1 SYNC TAF5 TARDBP TOMM70 TRAPPC6B TUBGCP3 UBE2E3 UBE2H UBE2N USP19 USP33 USP37 VEZF1 ZFAND5 ZFP14 ZHX1 ZMYM2 ZNF462 ZNF529 ZNF566 ZNF655 GNF2_AF1Q https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_AF1Q ADCY1 ANK2 ASTN1 ATP9A CLIP3 CSPG5 DCLK1 DYNC1I1 GAD1 GAP43 GNAO1 GPM6A INA KIF3C KIF5C MLLT11 MYT1L NCAN PTPRD RALYL RTN1 SOBP STMN2 STMN4 TUBB GNF2_ANK1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_ANK1 ACSL6 AHSP ALAD ALAS2 ANK1 BLVRB BNIP3L BSG CA1 CA2 CDC27 CLIC2 CROCCP2 CTSE DCAF11 EIF1AY EIF2AK1 EPB42 ERMAP FBXO7 FECH FOXO3 GATA1 GCLM GLRX5 GYPA GYPB GYPC GYPE H1-0 H4C3 HBD HBQ1 HEBP1 HMBS ICAM4 KAT2B KEL KLF1 MAP2K3 MARCHF8 MINPP1 MPP1 NARF NFE2 NUDT4 OSBP2 PPOX PRDX2 RAD23A RANBP10 RHAG RHCE RHD RNF123 SELENBP1 SLC12A3 SLC22A4 SLC4A1 SLC6A8 SNCA SPTA1 SPTB TAL1 TFDP1 TMCC2 TRAK2 TRIM10 TSPAN5 TSPO2 UBAC1 UROD XK XPO7 GNF2_ANP32B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_ANP32B ANP32B ANP32E CBX3 CEP57 COPS3 DEK DNAJC9 DUT EXOSC8 GAR1 GTPBP1 HAT1 HMGB1 HMGB2 HMGN2 HNRNPA3P1 HNRNPAB HNRNPU HTRA2 MCM5 NUDT1 NUP153 PRPS1 PTBP1 PTGES3 SERBP1 SMC4 SRI SRSF1 SRSF2 SRSF3 SUMO2 SUZ12 TRA2B USP1 VBP1 VRK1 GNF2_APEX1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_APEX1 ANAPC5 APEX1 ARMCX6 ATP5F1A ATP5MC2 ATP5MG BTF3 CHD1L COMMD3 CPSF6 DHX15 DIMT1 DKC1 DUT EED EIF3A EIF3D EIF3L EPRS1 EXOSC8 FBL FUS GRSF1 H2AZ1 H2AZ2 HINT1 HMGB1 HMGN1 HMGN2 HNRNPA1 HNRNPA3P1 HNRNPAB HNRNPC HNRNPR HNRNPU ILF2 IMPDH2 KHDRBS1 LSM5 LSM7 MCM5 MRPL16 MRPL9 MTF2 NCL NOL11 NOLC1 NONO NOP14 NOP56 NUP43 PABPN1 PDS5A PES1 POLE3 PPIA PPIH PSMA6 PTBP1 PTMA RBMX RPL4 RTRAF SERBP1 SF3B3 SFPQ SLC7A5P1 SNRPD1 SNRPD3 SNRPE SRP72 SRSF1 SRSF10 SRSF2 SRSF3 SRSF7 SSB SUMO2 SUPT16H SUZ12 SYNCRIP TARDBP TCERG1 TOPBP1 TRA2B U2AF1 U2SURP USP1 WDR41 WDR46 XPO1 ZNF22 GNF2_ATM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_ATM ACAP1 ARHGAP45 ATM BTN3A1 BTN3A2 CASP8 CLEC2D DEF6 DENND2D DUSP2 GPR171 GVINP1 GZMK HECA ITK LAT LDLRAP1 OGT PGGHG PIK3IP1 PPWD1 RAPGEF6 RASGRP1 RASGRP2 RNF125 SFI1 SYNRG TMC6 TRAF3IP3 ZNF266 GNF2_BNIP2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_BNIP2 ACTR2 ACTR3 ADPGK ARPC3 ATG12 BNIP2 CDV3 CLIC1 DDX5 DOCK2 EIF3L ELF4 FAM120A GDI2 GMFG HCLS1 INTS8 KDM5A LAPTM5 MBD2 MTDH NACA PAK2 PAPOLA PDCD6IP PHF21A RBM3 SEC11A SSR1 STAT6 TRAPPC8 TYK2 USP3 WTAP GNF2_BNIP3L https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_BNIP3L ACSL6 AHSP ALAD ALAS2 ANK1 BLVRB BNIP3L BSG CA2 CDC27 CLIC2 DCAF11 EIF1AY EIF2AK1 EPB42 ERMAP FBXO7 FBXO9 FECH FOXO3 GCLC GLRX5 GYPA GYPB GYPC GYPE H1-0 H4C3 HBQ1 HMBS ISCA1 MAP2K3 MARCHF8 MARK3 MKRN1 MPP1 NFE2 NUDT4 OSBP2 PNP PPOX RAD23A RANBP10 RBX1 RHAG RHCE RHD RPIA SELENBP1 SLC12A3 SLC22A4 SLC30A1 SLC4A1 SMOX SNCA SPTA1 SPTB TAL1 TFDP1 TMCC2 TOP1 TRAK2 TRIM10 TSPAN5 TSPO2 UBE2O UROD XPO7 GNF2_BUB1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_BUB1 ASF1B ASPM AURKB BUB1 BUB1B CCNB2 CDC20 CDCA8 CDT1 CENPE CHAF1B CKS1B ESPL1 FOXM1 GMNN HMMR KIF20A KIF2C MCM4 MELK NDC80 PLK1 RANBP1 RRM2 SMC2 SPAG5 GNF2_BUB1B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_BUB1B ASF1B ASPM AURKA AURKB BUB1 BUB1B CCNA2 CCNB2 CDC20 CDCA8 CENPM CEP55 CSE1L ESPL1 FANCI GINS1 GMNN HELLS HJURP HMMR KIF11 KIF14 KIF20A LMNB1 MCM2 MCM3 MCM4 MELK MRPL39 NASP NCAPD2 NDC80 NUP205 PA2G4 PAICS PCNA PLK1 POLD1 RACGAP1 RRM1 RRM2 SMC4 SPAG5 TCP1 TOP2A TTK TYMS UBE2C ZWINT GNF2_BUB3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_BUB3 BANF1 BUB3 CCT3 HNRNPA2B1 HNRNPC HNRNPF IFT25 KPNB1 MCM3 NAE1 PA2G4 PSIP1 PSMA3 PSMA5 PTGES3 RAN RPA1 SMC3 SNRPA SNRPD3 SNRPG SRSF10 SSBP1 TARS1 TCP1 TP53 U2SURP XRCC5 GNF2_CARD15 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_CARD15 ADA2 AIF1 AP1S2 APOBEC3A BST1 CASP1 CCR1 CD14 CD1D CD302 CD33 CD86 CD93 CDA CFP CHST15 CLEC4A COTL1 CPPED1 CPVL CTSS CYBB DUSP1 DUSP6 FCGR1A FCN1 FGL2 FOS FPR1 HCK HK3 IGSF6 LILRA1 LILRA2 LILRA3 LILRA6 LILRB2 LILRB3 LST1 MAFB MCL1 MFSD1 MNDA MS4A6A NAIP NCF2 NOD2 PECAM1 PILRA PLBD1 PPT1 PSAP PYCARD RGS2 RNF130 S100A4 S100A9 SLC7A7 STX11 SULT1A1 TBXAS1 THEMIS2 TLR2 TLR8 TNFAIP2 TNFRSF1B TYMP TYROBP VCAN VNN1 GNF2_CASP1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_CASP1 ACAP2 ADA2 AIF1 AOAH AP1S2 APOBEC3A ARPC1B ARRB2 BST1 CASP1 CCR1 CD1D CD302 CD33 CD44 CD86 CFP CHST15 CLEC4A CMTM6 CNPY3 COTL1 CPPED1 CPVL CSGALNACT2 CTSS CYBB DAZAP2 DPEP2 DUSP1 EVI2A EVI2B FBXL5 FCER1G FCN1 FES FGL2 FGR FKBP15 FMNL1 GABARAP GMFG GMIP HCK HCLS1 HK3 HSD17B11 IER2 IFNGR1 IGSF6 IL10RA IQGAP1 ITGAM ITGB2 JUNB KRR1 LILRA1 LILRA2 LILRA6 LILRB1 LILRB2 LILRB3 LST1 MAFB MAP3K3 MCL1 MFSD1 MNDA MS4A6A MX2 MYD88 MYO1F NAAA NAIP NCF2 NOD2 OTULINL PECAM1 PILRA PLBD1 PLCB2 PLSCR1 PPT1 PRKCD PSAP PSTPIP1 PYCARD RAB5IF RGS2 RHOG RIN3 S100A4 SAMHD1 SELL SH3BGRL3 SKAP2 STX11 TBXAS1 TCIRG1 THEMIS2 TKT TLR2 TLR8 TMEM127 TNFAIP2 TNFRSF1B TYMP TYROBP USP3 VNN1 ZDHHC7 GNF2_CASP4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_CASP4 ACTR2 ARPC3 B2M CASP4 CMTM6 DAZAP2 ELF4 GMFG GMIP HCLS1 HLA-B HSD17B11 ICAM3 IQGAP1 LAPTM5 PSTPIP1 RIN3 SELL SH3BGRL3 STAT6 TCIRG1 TUT7 WAS ZFP36L2 GNF2_CASP8 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_CASP8 ARHGAP45 ATM BIN2 BTN3A1 BTN3A2 BTN3A3 C11orf21 CASP8 CYTH1 CYTIP FYB1 GIMAP4 GIMAP6 HECA ITGAL LCP2 MBNL1 PARP8 PTPRC RIGI RNF44 SEMA4D SNRK STK10 STK38 TMC6 TRAF3IP3 GNF2_CBFB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_CBFB AIMP1 CBFB CNOT7 CSK DOCK2 EIF3D FAM111A FNBP1 HDAC1 HNRNPDL HNRNPF IFI16 INPP5D KHDRBS1 LCP1 MAPRE1 MFNG NONO POLR2G PSMA1 PSMB10 PSMB8 RBM15 RBMX RCHY1 RNF4 SRRM1 TAOK3 ZBTB1 ZC3H15 GNF2_CCNA1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_CCNA1 ACR ACRV1 ACSBG2 ACTL7A ACTL7B AKAP3 ANKRD7 APH1B CABYR CCDC70 CCIN CCNA1 CLPB CRISP2 DDX25 DNALI1 FNDC11 FSCN3 GAPDHS GID4 GRK4 GSG1 GSTM3 HSPA1L IL13RA2 IQCE KCNK4 KDM4D LDHC MLF1 MROH7 MS4A5 OAZ3 ODF1 ODF2 PDHA2 PGK2 PHF7 PIAS2 PLAAT1 PPP1R2C PRM1 PRM2 RBMXL2 REXO5 RFPL3S RIBC2 ROPN1 SLC6A16 SOX5 SPA17 SPACA9 SPAG6 SPATA6 TCFL5 TCP11 TEX14 TKTL1 TNP1 TPTE TSSK2 TUBA3C UBQLN3 YBX2 ZC2HC1C ZMYND10 ZPBP GNF2_CCNA2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_CCNA2 ASF1B ASPM AURKA AURKB BIRC5 BUB1B CCNA2 CCNB2 CDC20 CDCA3 CDCA8 CDK1 CENPA CENPE CENPF CKS1B CKS2 DLGAP5 E2F8 ESPL1 EZH2 FANCI FEN1 FOXM1 GINS2 GMNN H2AX HJURP HMGB2 HMMR KIF11 KIF14 KIF18B KIF20A KIF4A MCM2 MCM3 MCM4 MCM6 MCM7 MELK MKI67 MT1JP NCAPD2 NCAPG NDC80 NUSAP1 PCLAF PCNA PLK1 PRC1 PRIM1 RACGAP1 RAD51AP1 RFC3 RFC4 RRM1 RRM2 SHCBP1 SMC2 SMC4 TMPO TOP2A TPX2 TTK TYMS UBE2C ZWINT GNF2_CCNB2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_CCNB2 ASPM AURKA BIRC5 BUB1 BUB1B CCNA2 CCNB2 CDC20 CDCA3 CDCA8 CDK1 CENPE CENPF CKAP2 CKS2 DLGAP5 ESPL1 FEN1 FOXM1 GMNN H2AX HMGB2 HMMR KIF11 KIF18B KIF20A KIF2C KIF4A MCM2 MCM4 MELK MT1JP NCAPH NDC80 NSD2 NUSAP1 OIP5 PBK PCNA PLK4 PRC1 PTTG1 RACGAP1 RFC4 RRM1 RRM2 SHCBP1 SMC2 SMC4 SPAG5 TOP2A TPX2 TTK TYMS UBE2C UBE2S ZWINT GNF2_CD14 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_CD14 AP1S2 CD14 CD1D CD302 CD33 CD93 CFP CTSS DUSP1 FCN1 FGL2 HCK HK3 IFI30 LILRA1 LILRA3 LILRB2 LILRB3 MAFB MS4A6A NOD2 PLBD1 PSAP RGS2 RNF130 SCO2 SLC7A7 STX11 SULT1A1 TBXAS1 TLR2 TNFAIP2 TYMP TYROBP VNN1 GNF2_CD1D https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_CD1D ADA2 AIF1 AP1S2 CASP1 CD14 CD1D CD302 CD33 CD86 CFP CLEC4A COTL1 CPPED1 CPVL CTSS CYBB DUSP1 FCN1 FGL2 FOS HCK HK3 IGSF6 LILRA1 LILRA3 LILRA6 LILRB2 LILRB3 MAFB MS4A6A NOD2 PLBD1 PSAP PYCARD RGS2 RNF130 SLC7A7 STX11 TBXAS1 TLR2 TNFAIP2 TNFRSF1B TYMP TYROBP VNN1 GNF2_CD33 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_CD33 ADA2 AP1S2 BST1 CASP1 CD14 CD163 CD1D CD302 CD33 CD93 CFP CLEC4A CPPED1 CPVL CTSS CYBB DUSP1 DUSP6 FCGR1A FCN1 FES FGL2 FOS HK3 IER2 IFI30 LGALS2 LILRA1 LILRA3 LILRA6 LILRB2 LILRB3 MAFB MFSD1 MS4A6A NAIP NLRP3 NOD2 PLBD1 PPT1 PYCARD RGS2 RNF130 SLC7A7 STX11 TBXAS1 TLR2 TLR8 TNFAIP2 TYROBP VCAN VNN1 GNF2_CD48 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_CD48 ARHGDIB CD48 CD53 CORO1A CORO7 CSK DOCK2 GRK6 HCLS1 HLA-A HLA-B HLA-C HLA-E HLA-F INPP5D LAPTM5 LIMD2 MBD2 PHF11 PSMB10 PSMB8 PTPN6 PTPRC RAC2 SASH3 SIPA1 SP110 STAT6 TAPBP TNFAIP8 TRIM38 VAV1 GNF2_CD53 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_CD53 ACTR2 ACTR3 ARHGDIB B2M CD48 CD53 CORO1A CORO7 CRLF3 CSK CYBC1 CYTIP DOCK2 ELF4 FMNL1 FXYD5 GIT2 GPSM3 GRK6 HCLS1 HLA-A HLA-B HLA-C HLA-E HLA-F HLA-G IFI16 INPP5D LAPTM5 LCP1 LIMD2 LRCH4 LSP1 MFNG MYD88 OSTF1 PAK2 PHF11 PIK3CD PSMB10 PSMB8 PSMB9 PSME1 PTPN6 PTPRC RAC2 RPS6KA1 SASH3 SELL SP110 STAT6 TAP1 TAPBP TRIM22 TUT7 VAV1 WAS WIPF1 GNF2_CD7 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_CD7 ABHD17A ARL4C BTN3A3 CCL4 CD160 CD247 CD7 CD96 CST7 CTSW GIMAP6 GNLY GZMA GZMH GZMM IL18RAP IL2RB ITGAL KIR2DS2 KLRB1 KLRC3 KLRD1 KLRF1 KLRK1 MYOM2 NKG7 NPRL2 PLAAT4 PRF1 PRKCH PTGDR PTGER2 PTPN4 RORA RUNX3 SUN2 TBX21 XCL2 ZAP70 GNF2_CD97 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_CD97 ADAM8 ADCY7 ADGRE5 AOAH APOBR BIN2 CD244 CD300A CLEC2B CX3CR1 CYTIP DOK2 EFHD2 ELF4 GIMAP6 GPR65 HLA-E HLA-F HLA-G ID2 IL10RA IQGAP1 ITGAL ITGB2 JAK1 LITAF MYO1F OSTF1 PSTPIP1 PTGER2 PTGER4 PTPRC RAP1B RIN3 SELPLG STK10 STK38 TUT7 GNF2_CDC2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_CDC2 ASF1A ASPM AURKA BIRC5 CCNA2 CCNB2 CCNF CDC20 CDCA3 CDCA8 CDK1 CENPE CENPF CKAP2 CKS2 DLGAP5 DNAJC9 E2F8 EZH2 FANCI FEN1 FOXM1 GINS2 H2AX HJURP HMGB2 HMMR KIF11 KIF15 KIF18B KIF20A KIF4A KIFC1 MCM2 MELK MKI67 MT1JP MYBL2 NCAPG NDC80 NSD2 NUSAP1 PCNA PLK4 PRC1 PRIM1 PTTG1 RFC3 RFC4 RRM1 RRM2 SHCBP1 SMC2 SMC4 TMPO TOP2A TPX2 TTK TYMS UBE2C UBE2S ZWINT GNF2_CDC20 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_CDC20 ASPM AURKA AURKB BIRC5 BUB1 BUB1B CCNA2 CCNB2 CDC20 CDCA3 CDCA8 CDK1 CENPE CENPF CKS1B CKS2 DLGAP5 ESPL1 FOXM1 GMNN H2AX HMMR KIF11 KIF18B KIF20A KIF2C KIF4A MCM2 MCM4 MELK MKI67 MT1JP NCAPH NDC80 NSD2 NUSAP1 PCNA PLK1 PLK4 PRC1 PTTG1 RACGAP1 RAN RRM1 RRM2 SHCBP1 SMC2 SMC4 SPAG5 TOP2A TPX2 TTK TYMS UBE2C UBE2S ZWINT GNF2_CDC27 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_CDC27 AHSP ALAD ALAS2 ANK1 BLVRB BNIP3L CA2 CDC27 CROCCP2 CTSE DCAF11 DCUN1D1 DNAJC9 EIF1AY EIF2AK1 EPB42 ERMAP FBXO7 FECH GCLC GCLM GLRX5 GYPA GYPB GYPC GYPE HBQ1 HDGF HMBS HTRA2 KLF1 MAP2K3 MARK3 MINPP1 NARF NUDT4 PPOX PSMD9 RAD23A RBM38 RBX1 RCL1 RHAG RHCE RPIA SELENBP1 SLC22A4 SLC4A1 SPTA1 SPTB TAL1 TFDP1 TFRC TOP1 TRAK2 TRIM10 UBAC1 UROD XK XPO7 GNF2_CDH11 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_CDH11 CALU CDH11 COL1A1 COL1A2 COL3A1 COL5A1 COL5A2 COL6A1 COL6A2 FBN1 FKBP9 FN1 FSTL1 GFPT2 LAMB1 LAMC1 LOXL1 LOXL2 PTX3 PXDN RAI14 SERPINE1 SERPINH1 SRPX THBS2 GNF2_CDH3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_CDH3 AHNAK2 ALDH1A3 AMIGO2 ANXA3 ANXA8 AREG CDH3 CLCA2 COL17A1 F3 FERMT1 FGFBP1 GJB3 GJB5 GPR87 KRT17 KRT19 LAMA3 LAMB3 LAMC2 PTHLH S100A14 S100A2 SERPINB5 SFN TP63 UPP1 GNF2_CDKN1C https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_CDKN1C ADAM12 ALPP CAPN6 CDKN1C CRH CYP19A1 EGFL6 GCM1 GDF15 GH2 HSD17B1 HSD3B1 KISS1 LEP MAFF MAN1C1 PAPPA2 PSG1 PSG2 PSG3 PSG4 PSG5 PSG7 PSG9 SEMA3B SVEP1 TIMP2 GNF2_CEBPA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_CEBPA ADH1C ADI1 AGXT AMBP ANG APCS APOC1 APOC2 APOC3 APOC4 ASGR1 ASGR2 ASL C8G CEBPA CES1 CIDEB CYP1A2 CYP27A1 CYP2A6 CYP2C8 CYP2C9 CYP2D6 CYP2E1 CYP4F12 DCXR ECHS1 F2 FTCD GALK1 GSTM1 HAMP HGFAC HP HPD HPN HPX HRG HSD17B6 IGFALS ITIH1 ITIH4 LCAT MASP2 MAT1A NNMT ORM1 ORM2 PROC RBP4 RDH16 SAA4 SDS SERPINA4 SERPIND1 SERPINF2 SERPING1 SLC22A1 SLC27A5 SLC38A3 TMEM176A TMEM176B TST UPB1 GNF2_CENPE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_CENPE ASPM AURKA AURKB BIRC5 BUB1 CCNA2 CCNB2 CCNF CDC20 CDCA3 CDCA8 CDK1 CENPE CENPF CKS1B CKS2 DLGAP5 ESPL1 FOXM1 H2AX HMMR KIF11 KIF18B MKI67 MT1JP MYBL2 NDC80 NSD2 NUSAP1 PCNA PRC1 PRIM1 RFC3 RRM1 RRM2 SHCBP1 SMC2 TMPO TYMS UBE2C ZWINT GNF2_CENPF https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_CENPF ASPM AURKA BIRC5 CCNA2 CCNB2 CCNF CDC20 CDCA3 CDCA8 CDK1 CENPE CENPF CKAP2 CKS2 DLGAP5 DNAJC9 DTYMK E2F8 FANCI FEN1 FOXM1 GINS2 H2AX HAT1 HJURP HMGB2 HMMR KIF11 KIF15 KIF18B KIF4A KIFC1 MCM10 MCM2 MCM3 MCM7 MKI67 MT1JP MYBL2 NDC80 NSD2 NUSAP1 PCLAF PCNA PLK4 PRC1 PRIM1 PTTG1 RFC4 RRM1 RRM2 SHCBP1 SMC2 SMC4 TMPO TOP2A TPX2 TTK TYMS UBE2C UBE2S ZWINT GNF2_CKS1B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_CKS1B ASF1B ASPM ATIC AURKB BIRC5 BUB1 CCNA2 CCT4 CDC20 CDCA8 CENPE CKS1B ESPL1 GMPS IARS1 KIF11 KIF20A KIF2C MCM3 MCM6 MELK MRPL35 NCAPD2 NDC80 PA2G4 PAICS RAN RANBP1 RFC3 RFC4 RNASEH2A RPA3 SMC2 TCP1 TPX2 TRIP13 UBE2C GNF2_CKS2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_CKS2 ASPM BIRC5 CCNA2 CCNB2 CCT2 CDC20 CDCA3 CDK1 CENPE CENPF CKAP2 CKS2 DLGAP5 DTL FANCI FEN1 FOXM1 GINS1 GINS2 GMNN HMGB2 HMMR HNRNPAB KIF20A MCM2 MCM4 METAP2 MRPL35 NDC80 NUSAP1 PCLAF PCNA PLK4 PRC1 PTTG1 RACGAP1 RFC3 RFC4 RPA3 RRM1 SHCBP1 SLBP SMC2 SMC4 SNRPD1 TOP2A TTK TYMS VRK1 ZWINT GNF2_CYP2B6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_CYP2B6 ABCC6 AGXT ANG APCS APOC1 APOC4 ASL C4BPA C8G CES1 CYP1A2 CYP27A1 CYP2A6 CYP2B6 CYP2C8 CYP2C9 CYP2D6 CYP2E1 DCXR F12 F2 FBP1 FCN3 GCHFR HAMP HGFAC HPD HPN HPX HRG HSD17B6 IGFALS ITIH4 LCAT MAT1A NNMT ORM1 ORM2 PROC RDH16 SAA4 SDS SERPINF2 SERPING1 SLC22A1 SLC27A5 TAT TST UPB1 GNF2_DAP3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_DAP3 ABCB7 ATG5 ATP5MC2 ATP5MG ATP5PB BTF3 CCDC59 CDV3 CNOT7 COMMD3 COX7C CPSF6 DAP3 DDX21 DDX39B DDX46 DDX50 DHX15 EIF3D EIF3E EIF3K EIF3L EPRS1 EXOSC8 FBL GDI2 GTF3A HDAC1 HNRNPA1 HNRNPC HNRNPR HNRNPU HSPA14 IFRD1 INTS8 KARS1 KHDRBS1 LSM8 MAGOH MAPK1IP1L NACA NOL11 NSA2 PAPOLA PNRC2 PPIA PPIH PPP1R8 PPP6C PRICKLE4 PSMA1 PSMA7 PSMB1 PSMD13 PTBP1 PTMA RBM15 RBMX RNF138 RPL12 RPL13A RPL14 RPL17 RPL19 RPL22 RPL23 RPL23A RPL24 RPL27 RPL27A RPL3 RPL31 RPL32 RPL35A RPL37 RPL37A RPL38 RPL39 RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL9 RPS16 RPS17 RPS2 RPS23 RPS24 RPS28 RPS29 RPS3 RPS3A RPS6 RPS7 RPS8 RPSA RTRAF RWDD1 SLC7A5P1 SNRNP200 SNRPD3 SNRPE SRP19 SRP72 SRRM1 SRSF1 SRSF2 SRSF3 SRSF7 SUMO2 TARDBP TMA7 TRA2B UBA52 UTP3 UXT ZNF207 GNF2_DDX5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_DDX5 ACTR2 ADCY7 ADPGK ARHGAP4 ARHGAP45 ATG12 BIRC2 BNIP2 BPTF CCNL1 CDV3 CHD1 CRBN CSNK1G2 DDX3X DDX5 H3-3B HECA HNRNPDL IK IKBKB ITGA4 KDM5A MBD1 MBD4 MBNL1 MSL1 NACA NIPBL NXF1 PAPOLA PHF11 PTPRC RBM22 RBM39 RBM5 RPL34 RSRC2 RSRP1 SCAF11 SCAF8 SETD2 SF3B1 SNX6 SRSF5 SRSF6 STK38 STX16 TAF1C TRAPPC8 TRIM22 TTC31 TYK2 UBP1 UBXN4 UFM1 VPS13C VPS16 WASHC2C YPEL5 YTHDC1 ZNF394 ZXDC GNF2_DEK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_DEK ANP32B ANP32E CBX3 CEP57 COPS3 CPSF6 DEK DHX15 DKC1 DUT EIF3A EXOSC8 HAT1 HMGB1 HMGB2 HNRNPA3P1 HNRNPAB HNRNPM HNRNPR HNRNPU IFT25 MCM5 NCL NUP153 NUP50 PAPOLA PDS5A PTBP1 PTGES3 RAD21 RBMX RPA1 SERBP1 SFPQ SLBP SLC7A5P1 SMC4 SNRPD1 SNW1 SRI SRP72 SRSF1 SRSF2 SRSF3 SSB STAG2 SUMO2 SUZ12 TARDBP TDG TOPBP1 TRA2B U2SURP USP1 VBP1 VRK1 XPO1 ZCCHC8 GNF2_DENR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_DENR BCAS2 BRD8 CCDC59 COPB1 CPSF6 DDX47 DDX50 DENR DIMT1 EIF3A EPRS1 EXOSC8 FUS HNRNPA1 HNRNPA3P1 HNRNPH3 HNRNPR HNRNPU IFT25 INTS8 KHDRBS1 MAPK1IP1L MPHOSPH10 MRPL9 MRPS10 MTDH PABPN1 PAPOLA PDS5A PPIA PPIH PSMC6 PTMA RBM15 RBMX RWDD1 SLC7A5P1 SMNDC1 SPCS2 SRP19 SRP72 SSB SUMO2 SYNCRIP TARDBP TOPBP1 TRA2B XPO1 ZC3H15 ZNF146 ZNF22 GNF2_DNM1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_DNM1 AMPH ARHGEF9 ARNT2 ATP2B2 ATP6V1G2 BSN CA11 CAMK2A CAMK2B CAMK2N1 CAMTA1 CHN1 CLIP3 CORO2B CTNND2 DIRAS2 DNM1 EHD3 EPB41L1 FAIM2 FXYD7 GABBR2 GABRA1 GAP43 GDI1 GNG3 KCNQ2 KIF5C MAP1A MAPT NAP1L2 NAP1L3 NDRG4 NMNAT2 NPTXR NRN1 NUAK1 OLFM1 PGBD5 PHYHIP PNMA2 PREPL PSD3 RAB3A RAB6B RALYL RBFOX1 RCAN2 RGS7 RPH3A RUNDC3A SH3GL2 SLC12A5 SLC17A7 SLC1A3 SLC22A17 SNAP25 SNAP91 SNCB STXBP1 SULT4A1 SV2A SV2B SYN1 SYT1 SYT11 TAGLN3 TMEM59L TSPAN7 TYRO3 VAMP2 VSNL1 YWHAH ZNF365 GNF2_EGFR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_EGFR ADAM12 ALPP CAPN6 CRH CYP19A1 EGFR FBN2 GCM1 GDF15 GH2 HSD17B1 HSD3B1 KISS1 LGALS14 MAFF PAGE4 PAPPA PAPPA2 PLAC1 PSG1 PSG2 PSG3 PSG4 PSG5 PSG6 PSG7 PSG9 SDC1 SERPINB2 SVEP1 TFAP2A TIMP2 GNF2_EIF3S6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_EIF3S6 AIMP1 ATP5MC2 ATP5MG BTF3 CCDC59 CDV3 CNOT7 COX7C DAP3 DDX47 DDX50 EEF1B2 EEF1G EIF3D EIF3E EIF3F EIF3H EIF3K EIF3L EIF4B EPRS1 FAU FBL GDI2 GTF3A HMGN1 HNRNPA1 INTS8 KARS1 LSM7 MTIF2 NACA NAP1L1 NOL11 NPM1 NSA2 PABPC1 PABPC3 PAPOLA PMPCB PNRC2 POLR1D PTMA RACK1 RBBP6 RPL10A RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL23 RPL23A RPL24 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL36AL RPL37 RPL38 RPL39 RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP2 RPS10 RPS12 RPS13 RPS14 RPS15 RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS28 RPS29 RPS3 RPS3A RPS4X RPS6 RPS7 RPS8 RPS9 RPSA SLC25A6 SLC7A5P1 SRRM1 SRSF7 ST13 TAF1D UBA52 UQCRB UXT GNF2_ELAC2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_ELAC2 BANF1 CPSF6 DDX18 DDX21 DDX47 DHX15 EED ELAC2 EXOSC8 FUS HDAC1 HNRNPA3P1 HNRNPF HNRNPK HNRNPM HNRNPR IFT25 KPNB1 LAS1L NAA15 NMT1 NOP14 NUP62 PABPN1 PDS5A PRPF31 PRPF40A PSMA1 PSMC6 PSME2 RBMX RPA1 SART3 SF3B2 SFPQ SLC7A5P1 SMARCA5 SMC1A SNRNP200 SRP54 SRSF1 SRSF10 TARDBP U2SURP ZC3H15 ZCCHC8 GNF2_ESPL1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_ESPL1 ASF1B ASPM AURKB BIRC5 BUB1 BUB1B CCNA2 CCNB2 CDC20 CDCA8 CENPA CENPE CENPM CKS1B ESPL1 FOXM1 HMMR KIF11 KIF20A KIF2C MAD2L1 MCM4 MCM6 MELK MKI67 NCAPD2 PAICS PCNA PLK1 RRM2 SMC2 SPAG5 TOP2A TPX2 UBE2C GNF2_FBL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_FBL AIMP1 APEX1 ATP5MC2 BTF3 CCDC59 CNOT7 COX7C CPSF6 DAP3 DDX39B DDX50 DHX15 DIMT1 DKC1 EEF1B2 EEF1G EIF2S3 EIF3D EIF3E EIF3H EIF3L EIF4B EPRS1 EXOSC8 FBL GTF3A HDAC1 HINT1 HMGN1 HNRNPA1 HNRNPA2B1 HNRNPC HNRNPD HNRNPF HNRNPR HSPA14 IFT25 KANSL2 KARS1 KHDRBS1 KPNB1 LSM7 LSM8 MRPL16 MRPL9 MTIF2 NACA NAE1 NAP1L1 NCL NOC3L NOL11 NOL7 NONO NPM1 NSA2 NSUN5 NUP210 PABPN1 PMPCB POLR1D POLR3E PPIA PPIH PTMA PUM3 PWP1 RACK1 RBBP6 RBM10 RBM12 RBM15 RBMX RFX5 RPL10A RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL19 RPL22 RPL23A RPL24 RPL27 RPL28 RPL29 RPL3 RPL32 RPL35 RPL35A RPL36 RPL37 RPL38 RPL4 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPS10 RPS12 RPS15 RPS16 RPS17 RPS19 RPS2 RPS20 RPS21 RPS23 RPS25 RPS29 RPS3 RPS4X RPS6 RPS7 RPS8 RPSA RRP1B RTRAF SF1 SLC7A5P1 SNRNP200 SNRPD2 SNRPD3 SNRPE SRRM1 SRSF1 SRSF10 SRSF2 SRSF3 SRSF7 ST13 SUZ12 SYNCRIP TAF1D TARDBP TCERG1 TRA2B U2SURP UBE2I UTP3 UXT XPO1 GNF2_FEN1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_FEN1 CCNA2 CCNB2 CDK1 CENPF CKS2 COPS3 DHFR DKC1 DLGAP5 DNAJC9 DTL DTYMK DUT E2F8 FANCI FEN1 FOXM1 GAR1 GINS1 GINS2 GMNN HAT1 HMGB2 HMMR HNRNPAB KIF11 KIF18B MCM2 MCM3 MCM4 MCM5 MCM7 METAP2 MSH2 NASP NDC80 NUSAP1 PCCB PCLAF PCNA PLK4 POLE2 PRC1 RACGAP1 RAD51AP1 RFC4 RFC5 RRM1 SHCBP1 SMC4 SNRPD1 TOP2A TTK TYMS VRK1 ZWINT GNF2_FGR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_FGR AIF1 AOAH ARPC1B CASP1 CFP CMTM6 COTL1 CTSS EFHD2 FCER1G FGL2 FGR GMIP HCK IFI30 ITGAM ITGB2 LILRA1 LILRB2 LILRB3 PYCARD RGS19 RGS2 RHOG RIN3 S100A4 SH3BGRL3 TCIRG1 THEMIS2 TMEM127 TNFRSF1B TYROBP GNF2_FOS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_FOS ADA2 AP1S2 CAPG CD163 CD1D CD302 CD33 CFP CPPED1 CPVL CTSS CYBB DUSP1 DUSP6 FCN1 FES FGL2 FOS HK3 IER2 KLF4 LGALS2 LILRA1 LILRA6 LILRB2 MAFB MFSD1 MS4A6A NAIP NFKBIA NLRP3 NOD2 OTULINL PLBD1 PYCARD RNF130 SCPEP1 STX11 TPP1 VCAN ZFP36 GNF2_G22P1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_G22P1 CPSF6 DHX15 EIF3B EIF4A1 EPRS1 EXOSC8 ILF2 KARS1 KHDRBS1 MRPL9 NUP62 PABPN1 PES1 PSMA6 PSMB1 PSMB7 PSMD4 PSMG2 PTBP1 RBM4 RPL26L1 RTRAF SAP18 SLC7A5P1 SNRPC SNRPD3 SRSF3 SUMO2 TRA2B TRMT112 U2AF1 UBE2I UTP18 WBP11 XRCC6 ZNF207 GNF2_GLTSCR2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_GLTSCR2 ARHGEF18 EEF1B2 EEF1D EEF1G FAU NOP53 RPL12 RPL13 RPL13A RPL18 RPL18A RPL19 RPL23A RPL28 RPL3 RPL30 RPL34 RPL35 RPL35A RPL38 RPLP1 RPLP2 RPS10 RPS14 RPS15 RPS16 RPS19 RPS21 RPS27 RPS29 RPS9 GNF2_GSTM1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_GSTM1 ABCC6 ACOX2 ADH1C AGXT AKR7A3 ALDH1L1 ALDH4A1 AMBP ANG ANGPTL8 APCS APOA1 APOC1 APOC2 APOC3 APOC4 APOF ASGR2 ASL ATF5 C6 C8A C8G CDHR5 CEBPA CES1 CES2 CIDEB CPN2 CYP1A2 CYP27A1 CYP2A6 CYP2C8 CYP2C9 CYP2D6 CYP2E1 CYP4A11 CYP4F11 CYP4F12 CYP4F2 DCXR ECHS1 F10 F12 F2 FAH FTCD G6PC1 GALK1 GAMT GJB1 GNMT GSTM1 GSTM2 GSTZ1 HAAO HAMP HGFAC HMGCL HMGCS2 HP HPD HPN HPX HRG HSD17B6 IGFALS ITIH1 ITIH3 ITIH4 KHK LCAT MASP2 MAT1A NNMT ORM1 ORM2 PCK1 PEMT PIPOX PON1 PON3 PROC PXMP2 RARRES2 RBP4 RDH16 SAA4 SARDH SDS SERPINA4 SERPINC1 SERPIND1 SERPINF2 SERPING1 SLC10A1 SLC22A1 SLC22A7 SLC27A5 SLC38A3 TAT TKFC TMEM176A TMEM176B TMPRSS6 TST UPB1 VTN ZGPAT GNF2_H2AFX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_H2AFX ASPM AURKA BIRC5 CCNA2 CCNB2 CCNF CDC20 CDCA8 CDK1 CENPE CENPF DLGAP5 DNAJC9 FOXM1 H2AX HMGB2 KIF18B MCM2 NSD2 NUSAP1 PCNA PRC1 PTTG1 RRM1 RRM2 SHCBP1 SMC4 TMPO TYMS UBE2S ZWINT GNF2_HAT1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_HAT1 ANP32B ANP32E CBX3 CENPF CHCHD3 COPS3 DEK DHX15 EIF2S1 ETFA EXOSC8 FEN1 HAT1 HMGB2 HNRNPA3P1 IFT25 MCM2 MCM3 MCM5 METAP2 METTL5 MRPL35 NDC80 NUP153 NUP50 NUSAP1 PA2G4 PRPS1 PSMD6 PTGES3 RAD21 RBMX RPA1 RRM1 SERBP1 SLBP SMC3 SMC4 SNRPD1 SNRPE SNRPG SRI SRSF1 SRSF3 SUZ12 U2SURP USP1 USP14 VBP1 VRK1 GNF2_HCK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_HCK ADA2 AIF1 AP1S2 APOBEC3A ARRB2 BST1 C5AR1 CASP1 CCR1 CD14 CD1D CD302 CD93 CDA CFP CHST15 CLEC4A CLEC7A CMTM6 COTL1 CPVL CTSS CYBB DPEP2 DPYD EVI2A EVI2B FBXL5 FCER1G FCGR2A FCN1 FGL2 FGR FPR1 FRAT1 GABARAP GMIP HCK HK3 HSD17B11 IFNGR1 IGSF6 ITGAX ITGB2 LILRA1 LILRA2 LILRA3 LILRA5 LILRA6 LILRB1 LILRB2 LILRB3 LST1 LY96 MCL1 MNDA MS4A6A MYO1F NAGK NCF2 NOD2 PECAM1 PILRA PLBD1 PPT1 PSAP PYCARD RGS2 RHOG RNF130 S100A4 S100A9 SDCBP SECTM1 SH3BGRL3 SLC7A7 SPI1 STX11 STXBP2 SULT1A1 TBXAS1 THEMIS2 TLR2 TLR8 TMEM127 TNFAIP2 TNFRSF1B TNFSF10 TREM1 TYMP TYROBP UBE2D1 VNN1 ZNF467 GNF2_HDAC1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_HDAC1 ABT1 AIMP1 ANKRD49 BTF3 CBFB CCDC59 CDC40 CDK5RAP1 CLK2 CNOT7 COPS7B CSK DAP3 DDX18 DDX39B DDX46 DDX47 DDX50 DHX15 EED EIF2B1 EIF2S3 EIF3D EIF4B ELAC2 EXOSC8 FAM111A FBL FNBP1 GTF3A HDAC1 HNRNPA3P1 HNRNPC HNRNPDL HNRNPF HNRNPK HNRNPM HNRNPR HNRNPU IFI16 IFT25 KHDRBS1 KPNB1 MAGOH MCM3AP NACA NDUFA1 NOL11 NONO OSR1 OXA1L PABPN1 PAPOLA PDS5A PNRC2 POP5 PSMA1 PSMB8 PSME2 RBBP6 RBM10 RBM15 RBM39 RBMX RNF138 RNF4 RPF1 RPL22 RPL34 RPS23 RPS3 RPS7 SART3 SCAF11 SF1 SF3A1 SF3B1 SF3B2 SLC7A5P1 SMARCA5 SNRNP200 SNRPD3 SRRM1 SRSF1 SRSF10 SRSF2 SRSF3 SRSF4 SRSF7 SS18L2 SUMO2 TAF7 TAPBP TARDBP TENT4A TIAL1 TRA2A TRA2B TTC31 U2SURP UBE2D2 UBP1 UTP3 UXT YTHDC1 YY1 ZBTB1 ZC3H15 ZCCHC8 ZNF207 GNF2_HLA_C https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_HLA_C ARF6 ARHGAP45 ARHGDIB B2M CD48 CD53 CORO1A CORO7 CYBA CYBC1 CYTIP ELF4 FXYD5 GPSM3 GRK6 HCLS1 HLA-A HLA-B HLA-C HLA-E HLA-F HLA-G INPP5D IRF1 LAPTM5 LRCH4 MAX PHF11 PNRC1 PRR13 PSD4 PSMB10 PTPN6 PTPRC RAC2 RIN3 SASH3 SERP1 SIPA1 STAT6 SUSD6 TAP1 TAPBP TRIM22 TSC22D3 VAV1 WAS GNF2_HMMR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_HMMR ASPM AURKA AURKB BIRC5 BUB1 BUB1B CCNA2 CCNB2 CDC20 CDCA3 CDCA8 CDK1 CENPE CENPF CKS2 DLGAP5 E2F8 ESPL1 FEN1 FOXM1 GINS2 GMNN HMMR KIF11 KIF18B KIF20A MCM2 MCM4 MELK MKI67 NDC80 NUSAP1 PCNA PLK1 PLK4 PRC1 RFC3 RRM1 RRM2 SHCBP1 SMC2 SMC4 TOP2A TTK TYMS UBE2C ZWINT GNF2_HPN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_HPN ABCC6 ACOX2 ACSM2A ADH1C ADH6 AGXT AHSG AKR7A3 ALDH1L1 ALDH4A1 ALDOB AMBP ANG ANGPTL8 APCS APOA1 APOA2 APOC1 APOC2 APOC3 APOC4 APOF APOH ASGR2 ASL ASS1 ATF5 C3 C4BPA C4BPB C6 C8A C8B C8G CDHR5 CEBPA CES1 CES2 CFB CIDEB CPN2 CYP1A2 CYP27A1 CYP2A6 CYP2B6 CYP2C8 CYP2C9 CYP2D6 CYP2E1 CYP4A11 CYP4F11 CYP4F12 CYP4F2 DCXR ECHS1 F10 F12 F2 FAH FETUB FTCD GAMT GJB1 GNMT GSTM1 GSTM2 GSTZ1 HAAO HABP2 HAMP HGFAC HMGCL HMGCS2 HP HPD HPN HPR HPX HRG HSD17B6 IGFALS ITIH1 ITIH3 ITIH4 KHK LCAT MASP2 MAT1A NNMT ORM1 ORM2 PCK1 PCK2 PEMT PIPOX PLG PON1 PON3 PROC PRODH2 PXMP2 QPRT RARRES2 RBP4 RDH16 SAA4 SARDH SDS SERPINA4 SERPINA6 SERPINC1 SERPIND1 SERPINF2 SERPING1 SHMT1 SLC10A1 SLC22A1 SLC22A7 SLC25A10 SLC27A5 SLC38A3 SPP2 TAT TKFC TM4SF5 TMEM176A TMEM176B TMPRSS6 TST UGT2B28 UPB1 VTN ZG16 ZGPAT GNF2_HPX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_HPX ABCC6 ACOX2 ADH1C ADH6 AGT AGXT AHSG AKR1D1 AKR7A3 ALB ALDH1L1 ALDH4A1 ALDOB AMBP ANG ANGPTL8 APCS APOA1 APOA2 APOC1 APOC2 APOC3 APOC4 APOF APOH ASGR1 ASGR2 ASL ATF5 C2 C3 C4BPA C4BPB C6 C8A C8B C8G CDHR5 CEBPA CES1 CES2 CFB CFHR4 CIDEB CPB2 CPN2 CYP1A2 CYP27A1 CYP2A6 CYP2B6 CYP2C8 CYP2C9 CYP2D6 CYP2E1 CYP4A11 CYP4F11 CYP4F12 CYP4F2 DCXR ECHS1 F10 F12 F2 FAH FETUB FTCD G6PC1 GAMT GJB1 GNMT GSTM1 GSTM2 GSTZ1 HAAO HABP2 HAMP HGFAC HMGCL HMGCS2 HP HPD HPN HPR HPX HRG HSD17B6 IGFALS ITIH1 ITIH3 ITIH4 KHK LCAT LECT2 MASP2 MAT1A NNMT ORM1 ORM2 PCK1 PEMT PIPOX PLG PON1 PON3 PROC PXMP2 RARRES2 RBP4 RDH16 SAA4 SARDH SDS SERPINA4 SERPINA6 SERPINC1 SERPIND1 SERPINF2 SERPING1 SLC10A1 SLC22A1 SLC22A7 SLC27A5 SLC38A3 SPP2 TAT TKFC TM4SF5 TMEM176A TMEM176B TMPRSS6 TST UPB1 VTN ZG16 ZGPAT GNF2_ICAM3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_ICAM3 ACAP2 ADAM8 APOBR ARHGAP25 ARRB2 CASP4 DAZAP2 DPEP2 EMP3 EVI2B FMNL1 GIT2 GMFG GMIP GPSM3 HCLS1 HLA-E HLA-F HLA-G HSD17B11 ICAM3 IRF1 ITGB2 LST1 MAX MYO1F PSTPIP1 PTPN6 PTPRC RIN3 RIPOR2 SELL SH3BGRL3 SLA STAT6 TMEM127 TUT7 TXNIP WAS GNF2_IGF1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_IGF1 ADH1C APCS APOC4 C8G CYP1A2 CYP2A6 CYP2C8 CYP2C9 CYP2E1 F2 HAMP HGFAC HRG HSD17B6 IGF1 IGFALS ITIH4 MAT1A NNMT ORM1 ORM2 RDH16 SDS SERPING1 SLC22A1 SLC27A5 GNF2_IGFBP1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_IGFBP1 ADAM12 ALPP CAPN6 CRH CYP19A1 EBI3 EGFL6 GCM1 GDF15 GH2 GPC3 HSD17B1 HSD17B2 HSD3B1 IGF2 IGFBP1 KISS1 LEP LGALS14 MMP11 PAGE4 PAPPA PAPPA2 PLAC1 PSG1 PSG2 PSG3 PSG4 PSG5 PSG6 PSG7 PSG9 SVEP1 TAC3 TIMP2 GNF2_IL2RB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_IL2RB ABHD17A ADGRG1 ARL4C ASCL2 CCL4 CD160 CD244 CD247 CD7 CST7 CTSW CX3CR1 GNLY GNPTAB GZMA GZMH GZMM IL18RAP IL2RB KIR2DL1 KIR2DS2 KIR2DS4 KIR3DL1 KIR3DL2 KIR3DL3 KLRC3 KLRD1 KLRF1 LAIR2 MATK MYOM2 NCR3 NKG7 PRF1 PRKCH PTGDR PTGER2 PTPN4 RAB29 RUNX3 S1PR5 SPON2 SUN2 TBX21 TTC38 XCL2 GNF2_INPP5D https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_INPP5D ACTR3 ARF6 ARHGDIB CBFB CD48 CD53 CDV3 CORO1A CSK CSNK1G2 CYBC1 CYTIP ELF4 GRK6 HCLS1 HLA-A HLA-B HLA-C HLA-E HLA-F HLA-G IFI16 INPP5D KDM5A LAPTM5 MFNG PHF11 PSD4 PSMB10 PSMB8 PSME1 RAC2 RAP1B RNF4 SASH3 SIPA1 STAT6 STK10 TAP1 TAPBP VAV1 WAS WIPF1 GNF2_ITGAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_ITGAL ABHD17A ADCY7 ADGRE5 ARHGAP45 ARHGEF3 ARL4C BIN2 BTN3A1 BTN3A2 BTN3A3 C11orf21 CASP8 CBLB CD247 CD7 CD96 CLEC2B CTSW CYTH1 CYTIP DUSP2 FYN GIMAP6 GPR65 GZMM HLA-F ITGAL JAK1 KLRB1 KLRK1 LCP2 MBNL1 NPRL2 PARP8 PLAAT4 PRKCH PTGER2 PTPN4 PTPRC RAP1B RASGRP1 RASSF1 RIGI SEMA4D SIGIRR SIPA1 SNRK STK10 STK38 SUN2 SYNRG TMC6 TRAF3IP3 VPS16 ZAP70 GNF2_ITGB2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_ITGB2 ACAP2 ADA2 ADAM8 ADGRE5 AIF1 AOAH APOBR ARRB2 BIN2 CASP1 CMTM6 DOK2 DPEP2 EFHD2 ELF4 FBXL5 FCER1G FGR FMNL1 GMFG GMIP HCK HCLS1 HSD17B11 ICAM3 IL10RA IQGAP1 IRF1 ITGAM ITGAX ITGB2 LILRA1 LST1 MCL1 MSN MYD88 MYO1F OSTF1 PECAM1 PLCB2 PSTPIP1 PTGER4 PYCARD RAB27A RGS2 RHOG RIN3 S100A4 SELPLG SH3BGRL3 TCIRG1 THEMIS2 TMEM127 TNFRSF1B TUT7 TYROBP WAS GNF2_JAK1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_JAK1 ABHD17A ADGRE5 ARHGEF3 ARL4C BIN2 BTN3A3 CD247 CLEC2B CTSW CYTH1 CYTIP FYN GPR65 GSAP HLA-E ITGAL JAK1 KLRB1 NCR3 PLAAT4 PPP2R5C PRKCH PTGER2 PTPN4 PTPRC RAB29 RAP1B RASSF1 SNRK STK10 STK38 SUN2 GNF2_KISS1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_KISS1 ADAM12 ALPP AOC1 CAPN6 CDKN1C CRH CRIM1 CSH1 CYP19A1 EBI3 EGFL6 EGFR FBN2 GCM1 GDF15 GH2 HSD17B1 HSD3B1 IGFBP1 INSL4 KISS1 LEP LGALS13 LGALS14 MAFF MAN1C1 MMP11 PAGE4 PAPPA PAPPA2 PLAC1 PLAC4 PSG1 PSG2 PSG3 PSG4 PSG5 PSG6 PSG7 PSG9 RHOBTB1 S100A10 SEMA3B SLC16A4 SVEP1 TAC3 TFAP2A TIMP2 VGLL1 GNF2_KPNB1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_KPNB1 AIMP1 BUB3 CEP57 CNOT7 COPS2 CPSF6 DARS1 DDX18 DDX47 DHX15 EED EIF3D ELAC2 EXOSC8 FBL HDAC1 HNRNPA3P1 HNRNPF HNRNPK HNRNPM HNRNPR HNRNPU IFT25 KHDRBS1 KPNB1 LAS1L MAGOH MAP3K4 NAA15 NAE1 NCL NOC3L NOL11 NOP14 NUP153 OARD1 PABPN1 PDS5A PPIH PRPF31 PRPF40A PSIP1 PSMA1 PUM3 RBMX RNF138 RTRAF SF3B2 SFPQ SKIC8 SMARCA5 SMC3 SNRNP200 SNRPD3 SNRPE SRP54 SRSF1 SRSF10 SRSF3 SRSF7 SSBP1 SUZ12 SYNCRIP TARDBP TOPBP1 TPR TSN U2SURP UQCRC2 USP1 XRCC5 ZBTB1 ZC3H15 GNF2_LCAT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_LCAT ABCC6 ACOX2 ADH1C ADH6 AGXT AHSG AKR7A3 ALDH1L1 ALDH4A1 AMBP ANG ANGPTL8 APCS APOA1 APOA2 APOC1 APOC2 APOC3 APOC4 APOF ASGR2 ASL ATF5 C3 C4BPA C4BPB C6 C8A C8G CDHR5 CEBPA CES1 CES2 CFB CIDEB CPN2 CYP1A2 CYP27A1 CYP2A6 CYP2B6 CYP2C8 CYP2C9 CYP2D6 CYP2E1 CYP4A11 CYP4F11 CYP4F12 CYP4F2 DCXR ECHS1 F10 F12 F2 FAH FETUB FTCD GAMT GJB1 GNMT GSTM1 GSTM2 GSTZ1 HAAO HABP2 HAMP HGFAC HMGCL HMGCS2 HP HPD HPN HPR HPX HRG HSD17B6 IGFALS ITIH1 ITIH3 ITIH4 KHK LCAT MASP2 MAT1A NNMT ORM1 ORM2 PCK1 PEMT PIPOX PKLR PON1 PON3 PROC PXMP2 RARRES2 RBP4 RDH16 SAA4 SARDH SDS SERPINA4 SERPINC1 SERPIND1 SERPINF2 SERPING1 SLC10A1 SLC22A1 SLC22A7 SLC25A10 SLC27A5 SLC38A3 SPP2 TAT TFR2 TKFC TM4SF5 TMEM176A TMEM176B TMPRSS6 TST UPB1 VTN ZG16 ZGPAT GNF2_LYN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_LYN ARPC3 CMTM6 CNPY3 CYBA DAZAP2 ERP29 GIT2 HLA-DMA HLA-DMB HLA-DRA HLA-DRB1 LAPTM5 LAT2 LTA4H LYN MYD88 PTPN6 RNASET2 SELL SERP1 SKAP2 SNX2 SP110 STAT6 SYK WAS WASHC4 GNF2_MAP2K3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_MAP2K3 AHSP ALAD ALAS2 ANK1 BLVRB BNIP3L BSG CA1 CA2 CAT CDC27 CLIC2 CROCCP2 CTSE DCAF11 EIF1AY EIF2AK1 EPB42 ERMAP FBXO7 FBXO9 FECH FOXO3 GLRX5 GYPA GYPB GYPC GYPE H1-0 H4C3 HBQ1 HDGF HMBS KAT2B KLF1 MAP2K3 MARCHF8 MARK3 MKRN1 MPP1 NARF NCOA4 NFE2 NUDT4 OSBP2 PNP PPOX PSMD9 RAD23A RANBP10 RBM38 RCL1 RHAG RHCE RHD RPIA SELENBP1 SLC12A3 SLC22A4 SLC4A1 SNCA SPTA1 SPTB TAL1 TFDP1 TMCC2 TOP1 TRAK2 TRIM10 TSPO2 UBAC1 UROD USP15 XK XPO7 GNF2_MAPT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_MAPT ADGRB3 ANK2 ARNT2 CAMK2N1 CLIP3 DIRAS2 DNM1 DOCK3 DYNC1I1 ELAVL4 FXYD7 GABBR2 GAP43 GNAO1 GPM6A GRIA2 KCNQ2 KIF1B KIF5C MAPT NAP1L3 NPTXR NRXN1 PALM PNMA2 PSD3 RAB6B RALYL RGS7 RTN1 RUNDC3A SCN3B SH3GL2 SLC1A3 SNAP91 SNCB STXBP1 SV2A SV2B SYN1 SYT1 GNF2_MATK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_MATK ABHD17A ARHGEF3 ARL4C BTN3A3 CD247 CTSW GZMA GZMH GZMM IL18RAP IL2RB KLRB1 KLRD1 KLRK1 MATK NKG7 PRF1 PRKCH PTGDR PTPN4 RASSF1 S1PR5 SUN2 ZAP70 GNF2_MBD4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_MBD4 ARMH3 CDV3 DDX5 FAU ING3 INTS8 JUND MBD4 NACA NSA2 PAPOLA PFDN5 PTMA RPL22 RPL34 RPL35A RPS23 RPS29 RPS8 RSRC2 SCAF11 SNX2 UBA52 UXT WASHC4 GNF2_MCL1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_MCL1 ACAP2 ADA2 AIF1 AP1S2 ARRB2 CASP1 CCR1 CD302 CFP CHST15 CLEC4A CMTM6 CNPY3 CSGALNACT2 CTSS CYBB DAZAP2 DPEP2 EVI2B FBXL5 FMNL1 GMIP HCK HSD17B11 IER2 IFNGR1 IGSF6 ITGB2 JUNB LILRA1 LILRA6 MCL1 MFSD1 MNDA MYD88 NAIP NCF2 NOD2 OTULINL PECAM1 PLCB2 PPT1 PRKCD PTPRE PYCARD RAB11FIP1 RGS2 S100A4 SAMHD1 SELL SKAP2 STX11 TCIRG1 THEMIS2 TLR2 TLR8 USP3 GNF2_MCM4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_MCM4 ASF1B ASPM AURKA AURKB BUB1 BUB1B CCNA2 CCNB2 CDC20 CDCA8 CENPM CKS2 ESPL1 FANCI FEN1 FOXM1 GINS1 GINS2 GMNN HELLS HMMR KIF11 KIF14 KIF18B LMNB1 MAD2L1 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MELK NASP NDC80 PA2G4 PAICS PCLAF PCNA POLD1 RACGAP1 RAD51AP1 RFC3 RFC4 RRM1 RRM2 SMC4 TCP1 TOP2A TTK TYMS UBE2C ZWINT GNF2_MCM5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_MCM5 ANP32B APEX1 CDCA8 CENPM CPSF6 DEK DHX15 DKC1 DTL DUT EED EXOSC8 FEN1 GINS1 GINS2 HAT1 HMGB2 HNRNPA3P1 HNRNPAB HNRNPU IFT25 LAS1L LMNB1 MCM2 MCM3 MCM4 MCM5 MCM7 MCUR1 NASP NDC80 NOP14 NOP56 NUP153 NUP62 PA2G4 PCNA POLA2 PTBP1 RBMX RRM1 SERBP1 SF3B3 SFPQ SKIC8 SLBP SMC1A SMC4 SNRPG SRI SRSF1 SSRP1 SUZ12 TOP2A TOPBP1 TRA2B TYMS U2SURP USP1 VRK1 ZWINT GNF2_MKI67 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_MKI67 ASPM AURKA BIRC5 CCNA2 CDC20 CDK1 CENPA CENPE CENPF ESPL1 FOXM1 HMMR KIF11 KIF18B KIF20A MELK MKI67 MT1JP NCAPD2 NCAPG NUSAP1 PCNA RRM1 RRM2 TOP2A TPX2 UBE2C ZWINT GNF2_MLF1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_MLF1 ACR ACRV1 ACSBG2 ACTL7A ACTL7B ADAM2 ADAM29 AKAP3 AKAP4 ANKRD7 APH1B BRDT CABYR CCDC70 CCIN CCNA1 CCT6B CEP112 CLPB CRISP2 CSPG4 CYLC2 DDX25 DDX4 DKKL1 DNALI1 DPEP3 FNDC11 FNDC8 FSCN3 GAPDHS GID4 GK2 GRK4 GSG1 GSTM3 H2AP HSPA1L HSPA4L IFT122 IFT88 IL13RA2 IQCE IZUMO4 KCNK4 KDM4D LDHC LRRC36 MLF1 MROH7 MS4A5 NME5 OAZ3 ODF1 ODF2 PDHA2 PGK2 PHF7 PIAS2 PLAAT1 PRM1 PRM2 RBMXL2 REXO5 RIBC2 ROPN1 SHCBP1L SLC6A16 SOX5 SPA17 SPACA9 SPAG6 SPATA6 TCFL5 TCP11 TEX14 TNP1 TPTE TRIM13 TSSK2 TUBA3C UBQLN3 YBX2 ZC2HC1C ZC3H14 ZNF473 ZPBP GNF2_MLH1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_MLH1 CBX3 CCT2 CCT5 CNOT1 DKC1 EIF2S1 FANCI H2AZ1 HNRNPA2B1 HNRNPA3P1 ILF2 KARS1 KNTC1 LRPPRC MCM3 MLH1 MRPL42 MSH2 MSH6 NCL NDC80 NUP107 NUP153 PA2G4 PTGES3 RBBP4 RBMX RFC4 RTRAF SERBP1 SLBP SMC3 SNRPD1 SNRPD3 SNRPE SRSF1 SSRP1 SUPT16H TCERG1 TCP1 U2SURP USP1 GNF2_MMP1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_MMP1 B4GALT1 CALU CCL2 CCL7 CDH2 CEMIP CSF3 CXCL1 CXCL3 CXCL5 CXCL6 FBN1 GFPT2 GREM1 IL1B IL6 KDELR3 LOXL1 LOXL2 LRRC17 MMP1 PLOD1 PLOD2 PTGS1 PTX3 PXDN RAI14 SERPINE1 SERPINH1 THBS2 TNFAIP6 TWSG1 GNF2_MMP11 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_MMP11 ADAM12 ALPP AOC1 CAPN6 CRH CRIM1 CSH1 CYP19A1 EBI3 EGFL6 GCM1 GDF15 GH2 HSD17B1 HSD3B1 IGFBP1 INSL4 KISS1 LEP LGALS14 MAFF MAN1C1 MMP11 PAGE4 PAPPA PAPPA2 PLAC1 PSG1 PSG2 PSG3 PSG4 PSG5 PSG6 PSG7 PSG9 RHOBTB1 S100A10 SEMA3B SVEP1 TFAP2A TIMP2 VGLL1 GNF2_MSH2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_MSH2 DKC1 FANCI FEN1 GINS1 ITGB3BP LIG1 LRPPRC MCM3 MCM6 MCM7 MLH1 MSH2 MSH6 NASP NDC80 PCLAF PCNA RAD51AP1 RFC4 RRM1 SERBP1 SMC4 SNRPD1 SUPT16H TCERG1 TOP2A U2SURP USP1 GNF2_MSH6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_MSH6 ADSL CCT2 CCT3 CCT4 CSE1L GMPS GNL3 H2AZ1 HNRNPA2B1 IARS1 ITGB3BP LIG1 LRPPRC MAD2L1 MCM3 MLH1 MRPL42 MRPS27 MSH2 MSH6 MTHFD2 PAICS PPP1CC PRKDC RAN RANBP1 RFC3 RFC4 SNRPE SNRPF TCP1 GNF2_MSN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_MSN ACTR3 ADAM10 ADAM8 ARPC2 ARPC5 CAP1 CAPZA1 CDC42 CLIC1 ELF4 EMP3 HCLS1 IQGAP1 ITGB2 LASP1 MSN OSTF1 PFN1 RAP1B RAP2B STAT6 TGFB1 TUT7 WAS GNF2_MYD88 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_MYD88 ACTR2 ADA2 ARPC1B ARPC3 ARPC5 CAP1 CASP1 CD53 CMTM6 CNPY3 CORO1A CYBA CYBB CYTH4 DAZAP2 DOCK2 ELF4 FCER1G FKBP15 FMNL1 GMIP HCLS1 HLA-B IQGAP1 ITGB2 LILRA6 LILRB1 LSP1 LST1 LYN MAN2B1 MCL1 MX2 MYD88 OSTF1 PAK2 PRKCD PSMB10 PTPRE PYCARD RAB5IF RAB8A RGS2 RHOA RIN3 RNASET2 RPS6KA1 SELL SELPLG SH2B3 SH3BGRL3 SKAP2 STAT6 TCIRG1 THEMIS2 TMEM127 TNFRSF1B TYROBP USP3 WAS GNF2_MYL2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_MYL2 ACTC1 ACTN2 CASQ2 CKMT2 COX6A2 COX7A1 CSRP3 DES FABP3 FLNC HRC HSPB7 MB MYBPC3 MYH6 MYH7 MYL2 MYL3 MYL7 MYOZ2 NMRK2 NPPA PGAM2 POPDC2 PTP4A3 RPL3L SLC25A4 SYNPO2L TCAP TNNC1 TNNI3 TNNT2 GNF2_MYL3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_MYL3 ACTC1 AK1 CASQ2 CKMT2 COX6A2 COX7A1 CSRP3 DES FABP3 FHL2 HRC HSPB7 MYBPC3 MYH6 MYH7 MYL2 MYL3 MYL7 MYOZ2 NKX2-5 NMRK2 NPPA PGAM2 POPDC2 PTP4A3 SGCA SLC4A3 SYNPO2L TNNC1 TNNI3 TNNT2 GNF2_NPM1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_NPM1 AIMP1 BTF3 CCT8 CLNS1A CPSF6 DDX39B DHX15 DIMT1 DKC1 DNAJC2 EIF3A EIF3E EIF3L EIF3M FASTKD1 FBL GNL3 GTF3C3 GTPBP4 HMGN1 HNRNPA1 HNRNPA2B1 HNRNPC HNRNPR HSPA4 KARS1 LRPPRC LSM5 LSM7 NAE1 NAP1L1 NCL NOL11 NOL7 NOLC1 NPM1 NUP43 POLR3E PPIA PUM3 RBMX RPL14 RPL17 RPL26 RPL37 RPL4 RPL5 RPL6 RPL7 RPL7A RPS17 RPS24 RPS25 RPS3 RPS6 RPS7 RPSA RRP1B RTRAF SERBP1 SLC7A5P1 SNRPD1 SNRPD2 SNRPD3 SNRPE SRSF1 SSB SSBP1 ST13 TARDBP TCERG1 XPO1 GNF2_NS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_NS ABCE1 ADSL ATIC C1QBP CCNG1 CCT3 CCT4 CCT8 EPRS1 GLO1 GNL3 GTPBP4 HMGN1 HNRNPA2B1 HSPA9 IARS1 IMPDH2 LRPPRC MRPL3 MRPS27 MRPS33 MSH6 MTHFD2 MTREX NPM1 OLA1 PAICS PARP1 PRKDC PSMA2 PSMA3 PSMA4 PSMA5 RAN RSL24D1 SNRPD2 SNRPE SNRPF SSBP1 TAF1D GNF2_PA2G4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_PA2G4 ABCE1 BANF1 BUB1B BUB3 CAD CCT2 CCT3 CCT4 CCT5 CCT6A CDK4 CENPM CHCHD3 CKS1B CLNS1A CSE1L DKC1 EIF2S1 ETFA FDPS FH GMNN GMPS H2AZ1 HAT1 HNRNPA2B1 IARS1 LRPPRC LSM4 LSM5 MCM3 MCM4 MCM5 MCM7 MCUR1 MELK METTL5 MLH1 MRPL15 MRPL16 MRPL22 MRPL3 MRPL35 MRPL39 MTHFD2 NAE1 NASP NCL NDC80 NDUFS1 NOP16 NUP107 NUP37 OLA1 PA2G4 PAICS PCNA PSMA3 PSMA4 PSMD11 PSMD14 PTGES3 RAN RANBP1 RRM1 SERBP1 SF3B3 SLBP SNRPA SNRPB SNRPD1 SNRPE SNRPG SSBP1 SSRP1 TARS1 TCP1 U2SURP XRCC5 GNF2_PAK2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_PAK2 ACAP2 ACTR2 ACTR3 ADAM10 ARHGDIB ARPC3 ARPC5 BNIP2 CAPZA1 CD53 CNOT8 DOCK2 ELF4 FMNL1 GMFG HCLS1 MYD88 OSBPL8 PAK2 PHF21A RAF1 SELL STAT6 TUT7 TYK2 USP3 VAV1 WAS GNF2_PCAF https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_PCAF AHSP ALAD ALAS2 ANK1 CA2 CLIC2 CROCCP2 EIF1AY EIF2AK1 EPB42 ERMAP FBXO9 FECH GYPA GYPB GYPE HBQ1 HMBS KAT2B LPIN2 MAP2K3 MARCHF8 MARK3 PPOX RHAG RHCE RHD SELENBP1 SLC4A1 SPTA1 SPTB TRAK2 TRIM10 TSPAN5 TSPO2 XPO7 GNF2_PCNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_PCNA ASPM AURKA BIRC5 BUB1B CCNA2 CCNB2 CDC20 CDCA8 CDK1 CENPE CENPF CKS2 DLGAP5 DNAJC9 DTL ESPL1 FANCI FEN1 FOXM1 GINS1 GINS2 GMNN H2AX HMGB2 HMMR HNRNPAB KIF11 KIF15 KIF18B MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MELK MKI67 MSH2 MT1JP MYBL2 NDC80 NSD2 NUSAP1 PA2G4 PAXIP1 PCLAF PCNA PLK4 POLE2 PRC1 PRIM1 RACGAP1 RAD51AP1 RAD54L RFC4 RRM1 RRM2 SHCBP1 SLBP SMC2 SMC4 TMPO TOP2A TPX2 TTK TYMS VRK1 ZWINT GNF2_PECAM1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_PECAM1 ADA2 AIF1 AP1S2 CASP1 CCR1 CD302 CD93 CEBPB CEBPD CFP CHST15 CLEC4A CMTM6 CTSS CYBB DUSP1 FCER1G FCN1 FGL2 HCK HSD17B11 IFNGR1 IGSF6 ITGB2 LILRA1 LILRA2 LILRA6 LILRB2 LILRB3 LST1 MAFB MCL1 MFSD1 MS4A6A NCF2 NOD2 PECAM1 PLBD1 PPT1 PSAP PYCARD RGS2 RNF130 S100A4 SH3BGRL3 TBXAS1 TCIRG1 THEMIS2 TLR2 TLR8 TMEM127 TNFAIP2 TNFRSF1B TYMP TYROBP ZFP36 GNF2_PPP6C https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_PPP6C ACTR3 ARF6 ATP5MG CCDC59 CDV3 DAP3 EIF3D FAM120A GDI2 HNRNPK IK KCMF1 MAPK1IP1L MAPRE1 PANK2 PAPOLA POP4 PPP6C PSMA1 PSMB1 PSMD4 PSMG2 RBM3 RNF138 RTRAF SAP18 SF3A1 SMNDC1 SNRPD3 SNW1 SRP19 SRSF3 SUMO2 TMA7 UBA52 UBE2D3 WAPL YY1 ZNF207 GNF2_PRDX2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_PRDX2 ADD2 AHSP ALAD AMMECR1 ANK1 BLVRB CA1 CA2 CTSE DCAF11 GATA1 GCLM GLRX5 GYPC HBD HBQ1 HDGF HEBP1 HMBS KEL KLF1 MINPP1 PPOX PRDX2 RHAG SPTB TAL1 TFRC UBAC1 UROD XK GNF2_PTPN4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_PTPN4 ABHD17A ADGRG1 ARHGEF3 ARL4C BTN3A3 CCL4 CD160 CD247 CD7 CST7 CTSW FYN GNLY GNPTAB GPR65 GZMA GZMH GZMM IL18RAP IL2RB ITGAL JAK1 KIR2DS2 KLRB1 KLRC3 KLRD1 KLRF1 KLRK1 MATK MYOM2 NCR3 NKG7 NPRL2 PLAAT4 PRF1 PRKCH PTGDR PTGER2 PTPN4 RAB29 RASSF1 RORA RUNX3 S1PR5 SPON2 SUN2 TBX21 TTC38 XCL2 ZAP70 GNF2_PTPN6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_PTPN6 ACAP2 ANXA11 ARHGAP25 ARHGDIB ARPC3 B2M CD48 CD53 CORO1A CORO7 CRLF3 CYBC1 CYRIB DPEP2 EMP3 EVI2B FMNL1 FXYD5 GIT2 GMIP GPSM3 GRK6 HCLS1 HLA-A HLA-B HLA-C HLA-E HLA-F HLA-G ICAM3 LAPTM5 LIMD2 LRCH4 LRRFIP1 LSP1 LYN PTPN6 PTPRC RAC2 RIPOR2 SELL SIPA1 SP110 STAT6 TAPBP TXNIP WAS GNF2_PTPRC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_PTPRC ADAM8 ADCY7 ADGRE5 ARHGAP4 ARHGAP45 BIN2 BTN3A3 C11orf21 CASP8 CD48 CD53 CLEC2B CORO1A CYTH1 CYTIP DDX5 FLI1 FMNL1 FYB1 GIMAP6 GPR65 GRK6 GSAP HCLS1 HECA HLA-A HLA-B HLA-C HLA-E HLA-F HLA-G ICAM3 IL10RA ITGAL JAK1 KDM5A KLF2 LCP2 LRCH4 MBNL1 MSL1 OSTF1 PARP12 PARP8 PHF11 PSTPIP1 PTPN6 PTPRC RAC2 RAP1B RIN3 RIPOR2 RNF44 SEMA4D SIPA1 SNRK SNX6 STK10 STK38 TRAF3IP3 TRIM22 TSC22D3 TUT7 TXNIP VAV1 WAS WIPF1 ZNF394 GNF2_PTX3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_PTX3 B4GALT1 CALU CCL2 CCN2 CDH11 COL1A1 COL1A2 COL3A1 COL5A1 COL5A2 CXCL1 CXCL6 EFEMP1 FAP FBN1 FSTL1 GFPT2 IL6 LAMB1 LAMC1 LOX LOXL1 LOXL2 LRRC17 MMP1 PLOD1 PLOD2 PTGS1 PTX3 PXDN RCN3 SERPINE1 SERPINH1 SRPX THBS2 YIPF5 GNF2_RAB3A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_RAB3A ARHGEF9 ARNT2 CAMK2N1 DNM1 DPP6 EHD3 EPB41L1 FAIM2 FXYD7 GABBR1 GABBR2 GAP43 GDI1 GRM3 KCNQ2 KIF3C KIF5C NDRG4 NRCAM RAB3A RAB6B RALYL RCAN2 RGS7 RUNDC3A SH3GL2 SLC12A5 SNAP91 STXBP1 SULT4A1 SV2A SV2B SYN1 SYT1 SYT11 TAGLN3 VAMP2 GNF2_RAB7L1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_RAB7L1 ABHD17A APOBEC3G ARL4C BIN2 BTN3A3 CCL4 CD247 CTSW CYTH1 CYTIP GNPTAB GPR65 GSAP GZMA GZMH IL2RB JAK1 KLRC3 KLRD1 KLRF1 NCR3 NKG7 PLAAT4 PRF1 PRKCH PTGER2 PTPN4 RAB29 RASSF1 RUNX3 STK10 SUN2 TES GNF2_RAD23A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_RAD23A ACSL6 AHSP ALAS2 ANK1 BLVRB BNIP3L BSG CA2 CDC27 CLIC2 CROCCP2 DCAF11 EIF1AY EIF2AK1 EPB42 ERMAP FBXO7 FBXO9 FECH FOXO3 GLRX5 GYPA GYPB GYPC GYPE H1-0 H4C3 HBQ1 HMBS ISCA1 MAP2K3 MARCHF8 MARK3 MPP1 NFE2 NUDT4 OSBP2 PNP PPOX RAD23A RANBP10 RBM38 RHAG RHCE RHD RNF123 RPIA SELENBP1 SLC12A3 SLC22A4 SLC4A1 SMOX SNCA SPTA1 SPTB TAL1 TFDP1 TFDP2 TMCC2 TOP1 TRAK2 TRIM10 TSPAN5 TSPO2 UBAC1 UBE2O UROD XK XPO7 GNF2_RAN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_RAN ABCE1 ADSL ATIC BANF1 BUB3 C1QBP CCT2 CCT3 CCT4 CCT5 CCT6A CCT7 CCT8 CDC20 CKS1B CSE1L CTPS1 EIF2S1 EIF2S2 EMG1 EPRS1 ETFA GMPS GNL3 H2AZ1 HNRNPA2B1 HNRNPC HSPA9 IARS1 IMMT KIF20A LRPPRC LSM4 MCM3 MELK MRPL15 MRPL22 MRPL3 MRPL35 MRPL42 MRPS33 MSH6 MTHFD2 NAE1 NCAPD2 NME1 NOP16 ODC1 OLA1 PA2G4 PAICS POLR2H PRKDC PRMT5 PSMA2 PSMA3 PSMA4 PSMA5 PSMD14 PTGES3 RAN RANBP1 RFC3 RFC4 RPA3 RRM1 RTCA RTRAF SEM1 SERBP1 SLBP SLIRP SNRPA SNRPC SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SSBP1 SSRP1 TARS1 TCP1 XRCC5 YARS1 GNF2_RAP1B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_RAP1B ACTR3 ADAM10 ADAM8 ADCY7 ADGRE5 BIN2 BTN3A3 CAB39 CLEC2B CYTIP ELF4 GPR65 HLA-E HLA-F HLA-G INPP5D IQGAP1 ITGAL JAK1 KDM5A MAT2B MBNL1 MSN OSTF1 PTPRC RAC2 RAP1B RAP2B RASSF1 RETREG3 SCAF8 SNX6 STK10 STK38 TUT7 VPS16 GNF2_RBBP6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_RBBP6 AIMP1 BPTF BTAF1 CCDC59 CDK5RAP1 CDV3 CEBPZ CNOT7 DCLRE1C DDX18 DDX47 DDX50 EIF3D EIF3E EIF4B ESF1 EXOSC8 FBL FIP1L1 FUS GTF3A HDAC1 HNRNPA1 HNRNPDL HNRNPH3 HSPA14 INTS8 MRPS31 NACA NGLY1 NOL11 NOL8 NSA2 OFD1 PABPN1 PAPOLA PDS5A PIKFYVE PMPCB PNN PTMA RBBP6 RBM15 RBM25 RBM34 RBM39 RBMX RNF138 RPL22 RPL35A RPL5 RPS23 RPS7 RSRC2 SCAF11 SMARCA5 SRP72 SRSF2 SRSF7 SUZ12 TARDBP TENT4A THOC2 THUMPD1 TRAPPC8 UBP1 UBXN4 USP16 WAPL ZNF146 GNF2_RFC3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_RFC3 ADSL ASPM BIRC5 CCNA2 CDK1 CENPE CKS1B CKS2 CTPS1 FANCI FOXM1 GINS2 H2AZ1 HMMR ITGB3BP KIF11 MCM3 MCM4 MCM6 MRPL35 MSH6 NCAPD2 NDC80 PAICS PCLAF PFAS RAD51AP1 RAN RANBP1 RFC3 RFC4 RPA3 RRM1 SMC2 SMC4 SNRPD1 SSRP1 SUPT16H TIMELESS TOP2A UBE2C GNF2_RFC4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_RFC4 ASPM BIRC5 CCNA2 CCNB2 CCT2 CDK1 CENPF CKS1B CKS2 CTPS1 DKC1 FANCI FEN1 FOXM1 GINS1 GINS2 GMNN H2AZ1 ITGB3BP KIF11 KNTC1 LIG1 MCM10 MCM2 MCM3 MCM4 MCM6 MCM7 MLH1 MSH2 MSH6 NCAPD2 NDC80 PAICS PCLAF PCNA PLK4 PRIM1 RAD51AP1 RAD54L RAN RANBP1 RFC3 RFC4 RFC5 RPA3 RRM1 SLBP SMC2 SMC4 SNRPD1 SNRPE SSRP1 SUPT16H TIMELESS TOP2A TTK TYMS UBE2C ZWINT GNF2_RPA1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_RPA1 ANP32E BUB3 DEK DHX15 ELAC2 HAT1 HNRNPA3P1 HNRNPF HNRNPK HNRNPM IFT25 NUP153 NUP50 OSR1 PTGES3 RAD21 RBMX RPA1 SNRPD3 SRSF1 SRSF10 SRSF3 SSRP1 TDG U2SURP USP1 XRCC5 ZCCHC8 GNF2_RRM1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_RRM1 ANP32E ASPM AURKA AURKB BIRC5 BUB1B CCNA2 CCNB2 CCT6A CDC20 CDCA8 CDK1 CENPE CENPF CENPM CHCHD3 CKS2 DHFR DLGAP5 DTL DTYMK E2F8 EIF2S1 FANCI FEN1 FH FOXM1 GINS1 GINS2 GMNN H2AX HAT1 HMGB2 HMMR HNRNPAB KIF11 KIF14 KIF18B MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MELK METAP2 MKI67 MRPL35 MSH2 MT1JP NASP NDC80 NUP37 NUSAP1 PA2G4 PAICS PCCB PCLAF PCNA PLK4 PRC1 PRIM1 PSMD14 PTGES3 RACGAP1 RAD51AP1 RAN RFC3 RFC4 RRM1 RRM2 SERBP1 SHCBP1 SLBP SMC2 SMC4 SNRPD1 SNRPG SSRP1 TCP1 TMPO TOP2A TTK TYMS UBE2C USP14 VRK1 ZWINT GNF2_RRM2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_RRM2 ASPM AURKA AURKB BIRC5 BUB1 BUB1B CCNA2 CCNB2 CDC20 CDCA8 CDK1 CENPE CENPF CENPM DLGAP5 ESPL1 FOXM1 GMNN H2AX HMMR KIF11 KIF18B LMNB1 MCM2 MCM3 MCM4 MCM6 MELK MKI67 NDC80 NUSAP1 PCNA PLK1 RRM1 RRM2 SMC1A TOP2A TYMS UBE2C ZWINT GNF2_RTN1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_RTN1 ACTRT1 ADCY1 ADGRB3 ANK2 ASTN1 ATP9A C14orf132 CAMK2N1 CDK5R1 CLIP3 CSPG5 CTNND2 DCLK1 DNAJC6 DOCK3 DYNC1I1 FAM131B FXYD6 GABBR2 GAD1 GAP43 GDI1 GNAO1 GPM6A INA KCNQ2 KIF1B KIF3C KIF5C MAPT MLLT11 MYT1L NAP1L3 NCAN NMNAT2 NRXN1 NRXN2 RALYL RFPL1S RGS7 RTN1 SCN3B SNAP91 SOBP SRGAP2 STMN4 STXBP1 TMEM35A TRIM2 TUBB WDR47 YWHAH GNF2_S100A4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_S100A4 AIF1 APOBEC3A ARRB2 CASP1 CCR1 CFP CLEC4A COTL1 CPVL DOK2 DPEP2 FCER1G FCN1 FGL2 FGR GLRX GMIP HCK HSD17B11 IGSF6 ITGB2 LILRA1 LILRA2 LILRB2 LILRB3 LST1 MCL1 MYO1F NCF2 NOD2 PECAM1 PILRA PSTPIP1 PYCARD RGS2 RIN3 S100A4 SH3BGRL3 STXBP2 TBXAS1 TCIRG1 THEMIS2 TMEM127 TNFRSF1B TNFSF10 TYMP TYROBP GNF2_SELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_SELL ACAP2 ARHGDIB ARPC3 ARRB2 B2M CASP1 CASP4 CD53 CMTM6 CNPY3 CORO1A CYTH4 DAZAP2 DPEP2 EVI2B FMNL1 FXYD5 GIT2 GMFG GMIP GPSM3 HCLS1 HLA-B HSD17B11 ICAM3 JUNB LAPTM5 LRCH4 LRRFIP1 LSP1 LYN MCL1 MX2 MYD88 OSBPL8 PAK2 PTPN6 RIPOR2 RNASET2 SELL SKAP2 STAT6 TCIRG1 THEMIS2 TRIM38 USP3 WAS GNF2_SERPINB5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_SERPINB5 AHNAK2 ALDH1A3 ANXA3 ANXA8 AREG CDH3 CLCA2 COL17A1 F3 FERMT1 FGFBP1 GJB3 GJB5 GPR87 KRT17 KRT19 KRT5 LAMA3 LAMB3 LAMC2 PERP PTHLH S100A14 S100A2 SERPINB5 SFN TP63 UPP1 GNF2_SERPINI2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_SERPINI2 AQP8 CEL CELA2A CELA2B CELA3A CELA3B CELP CLPS CPA1 CPA2 CPB1 CTRB1 CTRC CTRL PDIA2 PLA2G1B PNLIP PNLIPRP1 PNLIPRP2 PRSS1 PRSS2 PRSS3 PRSS3P2 SERPINI2 SPINK1 GNF2_SMC1L1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_SMC1L1 BANF1 CENPM DHX15 DLD EED ELAC2 HNRNPA3P1 HNRNPF HNRNPK LAS1L LMNB1 MCM3 MCM5 NUP153 POLA2 PSIP1 PSMA3 PSME2 PTBP1 RBMX RRM2 SFPQ SMC1A SNRPG TCP1 U2SURP UQCRC2 GNF2_SMC2L1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_SMC2L1 ASPM BIRC5 BUB1 CCNA2 CCNB2 CDC20 CDCA8 CDK1 CENPE CENPF CKS1B CKS2 ESPL1 FOXM1 HMMR KIF11 KIF18B MCM3 MCM6 MT1JP MYBL2 NDC80 NUSAP1 PCNA PRIM1 RFC3 RFC4 RRM1 SMC2 SMC4 TOP2A TTK ZWINT GNF2_SMC4L1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_SMC4L1 ANP32B ANP32E ASPM AURKA BUB1B CBX3 CCNA2 CCNB2 CDC20 CDCA8 CDK1 CENPF CKAP2 CKS2 COPS3 DEK DHFR DKC1 DLGAP5 DNAJC9 DTL DTYMK DUT E2F8 EIF2S1 EXOSC8 FANCI FBXO5 FEN1 FOXM1 GAR1 GINS1 GINS2 GMNN H2AX HAT1 HMGB2 HMMR HNRNPA3P1 HNRNPAB KIF11 KIF18B MCM2 MCM3 MCM4 MCM5 MCM7 METAP2 MRPL35 MSH2 NASP NDC80 NUP153 NUSAP1 PCCB PCLAF PCNA PLK4 POLE2 PRC1 PRIM1 RACGAP1 RAD51AP1 RFC3 RFC4 RRM1 SERBP1 SHCBP1 SLBP SMC2 SMC4 SNRPD1 SNRPG SRSF1 SSRP1 SUPT16H TMPO TOP2A TTK TYMS USP1 VRK1 ZWILCH ZWINT GNF2_SNRK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_SNRK ARHGEF3 BIN2 BTN3A1 BTN3A2 BTN3A3 CASP8 CCL5 CLEC2B CYTH1 CYTIP GIMAP6 GPR65 HECA ITGAL JAK1 KLRB1 LCP2 MBNL1 MSL1 PARP8 PTPRC RASGRP1 RIPOR2 SEMA4D SNRK STK10 STK38 SYNRG GNF2_SPI1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_SPI1 APOBEC3A AQP9 ARRB2 BACH1 C5AR1 CLEC7A CSF3R FCGR2A FOLR3 FPR1 FRAT1 FRAT2 GCA HCK IGSF6 LST1 LY96 MNDA MSRB1 MYO1F NADK NCF2 P2RY13 PILRA PLXNC1 PPBP RARA SECTM1 SPI1 TLR1 TMEM127 TNFSF10 UBE2D1 VASP GNF2_SPINK1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_SPINK1 CEL CELA2A CELA3A CELA3B CFTR CLPS CPA1 CPA2 CPB1 CTRB1 CTRC CTRL CUZD1 GP2 PDIA2 PLA2G1B PNLIP PNLIPRP1 PNLIPRP2 PRSS1 PRSS2 PRSS3 PRSS3P2 REG1A REG1B SERPINI2 SPINK1 GNF2_SPRR1B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_SPRR1B CRCT1 CRNN CSTA CSTB EVPL IL1RN KRT13 KRT16 KRT4 LY6D PITX1 PKP1 PPL RHCG S100A7 SERPINB13 SPINK5 SPRR1A SPRR1B SPRR2A SPRR2C SPRR3 TGM1 TGM3 GNF2_SPTA1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_SPTA1 ABCB6 ACKR1 ACSL6 AHSP ALAD ALAS2 ANK1 BLVRB BNIP3L BSG CA1 CA2 CDC27 CLIC2 CROCCP2 CTSE DCAF11 EIF1AY EIF2AK1 EPB42 ERMAP FBXO7 FBXO9 FECH FOXO3 GATA1 GCLC GLRX5 GYPA GYPB GYPC GYPE H1-0 H4C3 HBD HBQ1 HMBS ISCA1 KAT2B KEL KLF1 MAP2K3 MARCHF8 MARK3 MINPP1 MPP1 MXI1 NFE2 NUDT4 OSBP2 PPOX RAD23A RANBP10 RHAG RHCE RHD RNF123 RPIA SELENBP1 SLC12A3 SLC22A4 SLC30A1 SLC4A1 SLC6A8 SMOX SNCA SPTA1 SPTB TAL1 TFDP1 TFDP2 TMCC2 TRAK2 TRIM10 TRIM58 TSPAN5 TSPO2 UBE2O UROD XK XPO7 GNF2_SPTB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_SPTB ACSL6 AHSP ALAD ALAS2 ANK1 BLVRB BNIP3L BSG CA1 CA2 CDC27 CLIC2 CROCCP2 CTSE DCAF11 EIF1AY EIF2AK1 EPB42 ERMAP FBXO7 FECH FOXO3 GATA1 GCLM GLRX5 GYPA GYPB GYPC GYPE H1-0 H4C3 HBD HBQ1 HEBP1 HMBS ICAM4 KAT2B KEL KLF1 MAP2K3 MARCHF8 MINPP1 MPP1 NARF NFE2 NUDT4 OSBP2 PPOX PRDX2 RAD23A RANBP10 RHAG RHCE RHD RNF123 SELENBP1 SLC12A3 SLC22A4 SLC4A1 SLC6A8 SNCA SPTA1 SPTB TAL1 TFDP1 TMCC2 TRAK2 TRIM10 TSPAN5 TSPO2 UBAC1 UROD XK XPO7 GNF2_ST13 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_ST13 BRD8 BTF3 CNOT7 DDX50 EEF1B2 EEF1G EIF3D EIF3E EIF3H EIF3L EIF4B FBL HNRNPA1 LSM7 NACA NOL7 NPM1 NSA2 PWP1 RACK1 RBMX RPL10A RPL12 RPL14 RPL15 RPL17 RPL19 RPL22 RPL23 RPL24 RPL27 RPL3 RPL31 RPL32 RPL35A RPL36A RPL37 RPL38 RPL4 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPS12 RPS13 RPS17 RPS20 RPS23 RPS24 RPS3 RPS3A RPS4X RPS6 RPS7 RPSA RTRAF SNRPD2 SNRPD3 SNRPE SRSF3 ST13 UXT GNF2_STAT6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_STAT6 ACAP2 ACTR2 ACTR3 ADPGK ANXA11 ARF6 ARHGDIB ARPC1B ARPC2 ARPC3 ARPC5 B2M BNIP2 CAP1 CAPZA1 CASP4 CD48 CD53 CLIC1 CMTM6 CORO1A CORO7 CYBA CYBC1 DAZAP2 DOCK2 ELF4 EMP3 EVI2B FMNL1 FXYD5 GIT2 GMIP GPSM3 GRK6 HCLS1 HLA-A HLA-B HLA-C HLA-E HLA-F HLA-G ICAM3 INPP5D IQGAP1 JUNB LAPTM5 LAT2 LCP1 LRRFIP1 LSP1 LYN MBD2 MOB1A MSN MYD88 OSTF1 PAK2 PRR13 PSMB10 PSMB8 PTPN6 RAC2 RIN3 RNASET2 SEC11A SELL SERP1 SNAP23 STAT6 TAPBP TCIRG1 TGFB1 TRIM38 TUT7 TYK2 USP3 VAV1 WAS GNF2_TAL1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_TAL1 ADD2 AHSP ALAD ALAS2 ANK1 BLVRB BMP2K BNIP3L CA1 CA2 CAT CDC27 CLIC2 CROCCP2 CTSE DCAF11 EIF1AY EIF2AK1 EPB42 ERMAP FBXO7 FECH GATA1 GCLM GLRX5 GYPA GYPB GYPC GYPE H1-0 H4C3 HBD HBQ1 HDGF HEBP1 HMBS ICAM4 KEL KLF1 MAP2K3 MARCHF8 MINPP1 MPP1 NARF NFE2 NUDT4 OSBP2 PPOX PRDX2 RAD23A RANBP10 RHAG RHCE RHD SELENBP1 SLC12A3 SLC22A4 SLC4A1 SNCA SPTA1 SPTB TAL1 TFDP1 TFRC TMCC2 TRAK2 TRIM10 TSPAN5 TSPO2 UBAC1 UROD XK XPO7 GNF2_TDG https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_TDG CBX3 CPSF6 DEK DHX15 EIF3A EXOSC8 HNRNPA3P1 HNRNPAB HNRNPK HNRNPM HNRNPR HNRNPU MAGOH NCL NUP153 PAPOLA PDS5A PTBP1 PTGES3 RBMX RPA1 SERBP1 SFPQ SNRPD3 SRI SRSF1 SRSF2 SRSF3 SUMO2 TARDBP TDG TRA2B U2SURP XPO1 ZCCHC8 GNF2_TIMP2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_TIMP2 ADAM12 ADM ALPP AOC1 CAPN6 CDKN1C CRH CRIM1 CSH1 CYP19A1 EBI3 EGFL6 EGFR FBN2 GCM1 GDF15 GH2 HSD17B1 HSD3B1 IGFBP1 INSL4 KISS1 LEP LGALS14 MAFF MAN1C1 MMP11 PAGE4 PAPPA PAPPA2 PLAC1 PSG1 PSG2 PSG3 PSG4 PSG5 PSG6 PSG7 PSG9 RHOBTB1 S100A10 SEMA3B SVEP1 TFAP2A TIMP2 VGLL1 GNF2_TM4SF2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_TM4SF2 ATP2B2 BSN CA11 CLIP3 DIRAS2 DNM1 FAIM2 GNAO1 HPCAL4 KIF3C NAP1L2 NMNAT2 PGBD5 PHYHIP RALYL RUNDC3A SH3GL2 SLC12A5 SNAP25 SNAP91 STXBP1 SV2A SV2B SYN1 TAGLN3 TSPAN7 GNF2_TNFRSF1B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_TNFRSF1B ADA2 ADGRE1 AIF1 AOAH AP1S2 ARPC1B ARRB2 CASP1 CCR1 CD1D CFP CLEC4A CMTM6 CNPY3 COTL1 CPVL CTSS CYBB DOK2 DPEP2 DUSP1 FCER1G FCN1 FGL2 FGR GMIP HCK HSD17B11 IGSF6 ITGB2 LILRA1 LILRA2 LILRA3 LILRA6 LILRB1 LILRB2 LILRB3 LST1 MS4A6A MYD88 NAGK NCF2 NOD2 PECAM1 PILRA PPT1 PSAP PSTPIP1 PYCARD RGS2 RHOG RIN3 RNF130 S100A4 SH3BGRL3 SLC7A7 STXBP2 TBXAS1 TCIRG1 THEMIS2 TLR2 TMEM127 TNFRSF1B TYMP TYROBP GNF2_TNFSF10 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_TNFSF10 AIF1 APOBEC3A ARRB2 C5AR1 CCR1 CLEC7A CSF3R DPEP2 EVI2B FCGR2A FPR1 HCK IGSF6 LILRA2 LST1 LY96 MNDA MYO1F NCF2 P2RY13 PILRA PLXNC1 RGS2 S100A4 SDCBP SECTM1 SPI1 TLR1 TNFSF10 UBE2D1 GNF2_TPT1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_TPT1 EEF1A1 EEF1G RPL10 RPL12 RPL13A RPL19 RPL21 RPL23 RPL23A RPL27 RPL27A RPL30 RPL31 RPL32 RPL37 RPL37A RPL38 RPL39 RPL41 RPL9 RPLP1 RPS10 RPS11 RPS12 RPS13 RPS14 RPS17 RPS18 RPS2 RPS20 RPS23 RPS24 RPS27 RPS3A RPS4X RPS6 TPT1 UBA52 GNF2_TST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_TST ABCC6 ACOX2 ADH1C AGXT AHSG AKR7A3 ALDH1L1 ALDH4A1 ALDOB AMBP ANG ANGPTL8 APCS APOA1 APOC1 APOC2 APOC3 APOC4 ASGR2 ASL ATF5 C8G CDHR5 CEBPA CES1 CES2 CIDEB CYP1A2 CYP27A1 CYP2A6 CYP2B6 CYP2C8 CYP2C9 CYP2D6 CYP2E1 CYP4A11 CYP4F11 CYP4F2 DCXR ECHS1 ETFB F10 F12 F2 FAH FTCD GAMT GNMT GSTM1 GSTM2 GSTZ1 HABP2 HAMP HGFAC HMGCL HMGCS2 HP HPD HPN HPX HRG HSD17B6 IGFALS ITIH1 ITIH3 ITIH4 KHK LCAT MAT1A NNMT ORM1 ORM2 PCK1 PCK2 PKLR PON1 PON3 PROC PXMP2 QPRT RARRES2 RBP4 RDH16 SAA4 SARDH SDS SERPINA4 SERPINC1 SERPIND1 SERPINF2 SERPING1 SLC22A1 SLC22A7 SLC27A5 SLC38A3 TAT TFR2 TKFC TMEM176A TMEM176B TST UPB1 VTN ZGPAT GNF2_TTK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_TTK ASPM BUB1B CCNA2 CCNB2 CCT2 CDC20 CDK1 CENPF CENPU CKS2 DBF4 FANCI FEN1 FOXM1 GINS2 GMNN HJURP HMMR KIF11 KIF18B KIF2C MCM2 MCM4 MELK NDC80 NUSAP1 PCNA PLK4 PRC1 RACGAP1 RFC4 RRM1 SMC2 SMC4 TOP2A TPX2 TTK TYMS ZWINT GNF2_TTN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_TTN ACTN3 ANKRD2 ATP2A1 CASQ1 CKM ENO3 KLHL41 LDB3 MYBPC1 MYBPC2 MYH1 MYH2 MYL1 MYOT MYOZ1 NEB PYGM RYR1 SLN TNNC2 TNNI1 TNNI2 TNNT1 TNNT3 TPM3 TTN GNF2_TYK2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_TYK2 ACTR2 ADPGK ARHGAP4 ARHGDIB ARPC1B BNIP2 CDV3 CHD1 CORO1A CORO7 CYBC1 DDX3X DDX5 DOCK2 EIF1 ELF4 FAM120A GDI2 GRK6 HCLS1 HEATR3 LCP1 LRRFIP1 MANBA MOB1A NCKAP1L PAK2 PAPOLA PHF21A PSMB10 STAT6 TYK2 USP3 GNF2_UBE2I https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_UBE2I ATP5MC2 ATP5MG BTF3 EIF3D EIF3F EIF3K EIF3L EIF4A1 EPRS1 FBL HNRNPF HNRNPK KARS1 KHDRBS1 LSM7 POLR1D POLR2G PSMA1 PSMA7 PTBP1 PTMA RACK1 RBM4 RPL15 RPL19 RPL8 RPS14 RPS15 RPS16 RTRAF SERP1 SMNDC1 SRSF3 SUMO2 TRA2B TRMT112 U2AF1 UBA52 UBE2D2 UBE2I UBXN1 UXT XRCC6 ZNF207 GNF2_VAV1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_VAV1 ACTR2 ARHGDIB CD48 CD53 CORO1A CORO7 CSK CYBA CYTIP DOCK2 ELF4 GIT2 GPSM3 GRK6 HCLS1 HLA-B HLA-C HLA-E HLA-F HLA-G INPP5D LAPTM5 OSTF1 PAK2 PHF11 PIK3CD PSMB10 PTPRC RAC2 SASH3 SP110 STAT6 TRIM22 TRIM38 VAV1 WAS GNF2_XRCC5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_XRCC5 ABCE1 ATP5PB BANF1 BUB3 CAPRIN1 CCT3 COPS2 CPSF6 DDX39B DHX15 EIF2S1 EIF4A1 GNAI3 GRSF1 HNRNPA2B1 HNRNPA3P1 HNRNPC HNRNPF HNRNPK HNRNPU IFRD1 IFT25 ILF2 KPNB1 MAGOH MAPRE1 MCTS1 MMADHC MRPL3 NAE1 NCL NONO OSR1 PA2G4 POMP PRPF4 PRPF40A PSMA1 PSMA3 PSMA4 PSMA5 PSMB7 PSMC2 PSMD11 PSMD14 PTGES3 RAN RARS1 RBMX RPA1 RTCA RTRAF SEM1 SF3B2 SFPQ SNRPB2 SNRPD2 SNRPD3 SNRPE SNRPG SRP54 SRSF1 SRSF10 SRSF3 SSBP1 SSRP1 SUMO1 SYNCRIP TARDBP TARS1 TCP1 U2SURP UQCRC2 XRCC5 ZNF207 GNF2_ZAP70 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNF2_ZAP70 ARL4C BTN3A2 BTN3A3 CD247 CD7 CD96 CTSW GZMA GZMM IL18RAP ITGAL KLRB1 KLRK1 MATK MYBL1 NKG7 NPRL2 PLAAT4 PRKCH PTPN4 RASGRP1 RORA SH2D1A SUN2 TXK ZAP70 MORF_AATF https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_AATF AATF ACLY ACTL6A ADSL AFG3L2 AGPAT1 AHSA1 AIMP2 ALDH4A1 ALG3 ANAPC5 ARFGAP2 ARIH2 ASH2L ATXN10 BAZ1B BMS1 BRD8 BUB3 CAD CALM2 CANX CAPRIN1 CAPZA1 CASC3 CCT2 CCT4 CDK2 CEBPZ CLNS1A CLSTN1 CNOT1 CNP CNPPD1 COPS5 COPS6 COQ9 CS CSK CTDNEP1 CUL1 CYC1 DAP3 DDB1 DDX18 DDX39A DDX39B DDX49 DEK DHX38 DNAJC11 DNAJC8 DRG1 DYRK2 EBP EIF1AX EIF2B5 EIF3I EIF3K EIF3M EIF4H EIF6 EPRS1 ESYT1 ETF1 FIBP FUS GLUD1 GNL2 GPAA1 GPN1 GTF2A2 HADH HADHB HDAC2 HNRNPA2B1 HNRNPAB HNRNPC HNRNPD HNRNPU HSPA8 HUWE1 IARS1 ICE1 IDH3A IDH3B IK ILF2 IMMT KAT2A KDM3B KHDRBS1 KXD1 LRPPRC LSM2 LSM7 LYPLA1 MCM2 MCM5 MDH1 METAP1 MFN2 MLEC MMS19 MRPL9 MTOR MTX1 NAE1 NAP1L4 NCL NELFB NONO NUDC NUDT3 NUP188 NUP62 OXA1L PABPC4 PABPN1 PDE6D PHB1 PHB2 PIN1 PKMYT1 POLE3 POLR2A POLR2C POLR2I POM121 POP5 PPP2CA PREP PRKAG1 PRKCSH PRKDC PRPF31 PRPF8 PSMB3 PSMB6 PSMB7 PSMD2 PSMD3 PTDSS1 PUF60 PUM2 PWP1 RAD23A RALY RNPS1 RPA2 RPN1 RTCB RUVBL1 RUVBL2 SAFB SART3 SCARB1 SDHA SDR39U1 SEPTIN7 SERBP1 SERP1 SET SFSWAP SGTA SMARCC2 SMNDC1 SNRNP200 SNRPA SNU13 SRRM1 SRRT SSB SSBP1 SSRP1 STARD7 SUMO2 SUMO4 TCEA1 TCOF1 TERF2IP TEX261 TFAP4 THOP1 TIAL1 TIMM17A TP53BP1 TRAPPC3 TRRAP TUFM TXLNA UBE2I UBE2L3 USP1 USP5 VARS1 VDAC2 VDAC3 WDR18 XPO1 XPO6 XPO7 XRCC5 YWHAQ ZBED1 ZC3H15 ZNHIT3 ZPR1 ZZZ3 MORF_ACP1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_ACP1 ACP1 ANAPC5 ANP32A ANP32B ARPC3 ATAD2B ATF4 ATP5F1A ATP5PO ATXN10 BAG6 BAZ2A BCL7B BRD2 BRD8 BTF3 BUB3 CALM3 CAP1 CBX3 CCNI CCT2 CCT7 CHD4 CIAO1 CNPPD1 COPE CS CSK CSNK2B CTBP1 DDOST DDX19A DDX39B DDX49 DEK DHX15 DHX38 DIAPH1 DKC1 DNAJC8 DPF2 DR1 DRG1 DUT EFCAB14 EIF1AX EIF3D EIF3E EIF3F EIF3G EIF3H EIF3I EIF3K EIF3M EIF4A1 EIF4A2 EIF4B EIF4G2 EIF4H ERCC5 ERH ERP29 FAM168B FOXJ3 FUS GANAB GCN1 GDI2 GNAS GNB1 GNB2 H2AZ2 HADHA HDAC1 HDGF HGS HINT1 HMGN1 HNRNPA1 HNRNPC HNRNPD HNRNPK HNRNPM HNRNPR HNRNPUL1 HSP90AA1 HSP90AB1 ILF2 ILF3 JTB KHDRBS1 KXD1 LRPPRC LSM14A LSM7 LYPLA1 MACROH2A1 MAPRE1 MED12 MRPL9 NACA NAGLU NAP1L1 NAP1L4 NARS1 NCL NDUFA7 NDUFS4 NDUFV1 NONO NPM1 NSA2 OXA1L PARK7 PCBP2 PDIA6 PHB2 PHIP PNN POLE3 POM121 PPIE PPIG PRPF8 PRRC2C PSMA1 PSMB1 PSMB7 PTGES3 PTP4A2 PUM1 RAB14 RAB8A RABGGTB RAD23A RHEB RHOA RNPS1 RO60 RPL10A RPL14 RPL18 RPL21 RPL22 RPL5 RPLP2 RPS12 RPS27A RSL1D1 SAFB SART1 SET SF3A1 SF3A2 SLC25A3 SMARCC1 SNRNP200 SNRNP70 SNRPE SNX3 SREBF2 SRP14 SRP72 SRRM1 SRSF2 SRSF3 SRSF9 STARD7 STRAP SUMO2 SUMO3 TAF11 TARDBP TATDN2 TAX1BP1 TCEA1 TCP1 TERF1 TEX261 THOP1 TIAL1 TLK1 TMEM123 TOMM20 TRA2B TRIM28 TTC1 TUBA3C TUFM U2AF1 UBA2 UBE2I UBE2L3 UBE2N UQCRFS1 UQCRH USP22 VDAC2 WDR1 XPO1 XPO7 XRCC5 XRCC6 YBX1 YME1L1 YWHAQ YWHAZ ZC3H15 ZFC3H1 ZFPL1 MORF_ACTG1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_ACTG1 ACTB ACTG1 ARPC2 ARPC3 B2M BTBD2 BTF3 CALM2 CFL1 CLIC1 COX4I1 COX5B COX6A1 COX7C COX8A DAZAP2 EEF1A1 EEF1B2 EEF1G EEF2 EIF4A1 EIF4A2 EIF4G2 ENO1 FAU GNAS H3-3A HDGF HINT1 HMGN2 HNRNPA1 HNRNPC HNRNPK HSP90AA1 HSP90AB1 JTB JUND LDHA LYPLA2 MAZ MYL6 NACA NAP1L1 NCL NME2 NPM1 OAZ1 PABPC1 PCBP2 PFN1 PGK1 PPIA PSMB1 PTMA RACK1 RAN RBM3 RHOA RPL10 RPL10A RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL23 RPL23A RPL24 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL36A RPL37 RPL38 RPL4 RPL5 RPL6 RPL7 RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15A RPS16 RPS17 RPS18 RPS19 RPS20 RPS23 RPS24 RPS25 RPS27 RPS27A RPS28 RPS29 RPS3 RPS3A RPS4X RPS5 RPS6 RPS7 RPS8 RPS9 SLC25A3 SLC25A6 SNRPB SRP14 SSR2 SUMO2 SUMO3 TAGLN2 TPT1 TUBA1B UBB UBC UBE2I YBX1 YWHAZ ZFPL1 MORF_ANP32B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_ANP32B ACP1 ANAPC5 ANP32B AP2M1 ATP5F1A ATP5F1C ATP5PO ATXN10 AURKB AZIN1 BANF1 BCL7B BTF3 BUB3 CALM3 CANX CBX3 CCNI CCT2 CCT7 CDC123 CHD4 CLIC1 CLNS1A CNBP COMMD4 COPE COPS5 COPS6 COX4I1 COX5B COX6A1 COX6B1 COX7A2L COX7C CSNK2B CTBP1 CTCF CYC1 DAZAP2 DDOST DDX39B DDX49 DEK DRG1 EEF1D EEF1G EEF2 EIF3C EIF3E EIF3G EIF3H EIF3K EIF3M EIF4A1 EIF4B EIF4G2 EIF4H ELOC ERP29 FAM168B FAU FBL FUS GANAB GDI2 GNAS GNB2 H2AZ1 H2AZ2 HADHA HDAC1 HDGF HINT1 HMGB2 HMGN1 HNRNPA1 HNRNPA3P1 HNRNPAB HNRNPC HNRNPD HNRNPUL1 HPRT1 HSP90AA1 HSP90AB1 HSPD1 IFT25 ILF3 IST1 JTB KARS1 KHDRBS1 KXD1 LSM7 LYPLA1 MACROH2A1 MCM7 MRPL9 MTDH NACA NAP1L1 NCL NDUFA1 NDUFS3 NDUFV1 NONO NPM1 NUDT1 PABPC1 PARK7 PCBP2 PCLAF PCMT1 PCNA PDAP1 PHB2 POLE3 PPM1G PPP1CA PPP2R1A PSMB1 PSMB4 PSMB7 PSMC1 PSMD8 PTBP1 PUF60 RACK1 RAD21 RAD23A RALY RAN RBBP4 RBMX RNPS1 RPL10A RPL14 RPL18 RPL21 RPL24 RPL30 RPL36AL RPL5 RPL6 RPL7 RPLP2 RPS12 RPS24 RPS27A RPS6 RSL1D1 SART1 SDHA SET SF3A1 SF3A2 SF3B2 SKP1 SLC25A3 SMARCD2 SNRNP200 SNRPA SNRPA1 SNRPB SNRPD2 SNRPE SNX3 SOD1 SRP14 SRP9 SRSF2 SRSF3 SRSF9 SSR2 STARD7 SUMO1 SUMO2 SUMO3 TAF11 TAF7 TARDBP TATDN2 TCEA1 TRIM28 TUFM U2AF1 UBA2 UBE2I UBE2L3 UQCRB UQCRFS1 UQCRH URM1 VDAC2 XRCC6 YBX1 YWHAQ YWHAZ MORF_AP2M1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_AP2M1 ACTN4 ANP32B AP1B1 AP2M1 AP2S1 AP3D1 ARF3 ARF5 ARFGAP2 ARHGDIA ARPC2 ARPC5 ATOX1 ATP5ME ATP5MF ATP5MJ ATP6AP1 ATP6V0C ATP6V1F BAG5 BANF1 BBLN BCAP31 BUD31 C1D CALM1 CALM2 CALR CANX CAPN1 CAPZA1 CAPZB CBX3 CCT7 CFL1 CLEC18C CLIC1 CLTA CNBP CNIH1 COG4 COMMD4 COPE COPS5 COPS6 COX4I1 COX5B COX6A1 COX6B1 COX7A2L COX7C COX8A CSNK2B CTBP1 CTDNEP1 CYC1 DAP3 DAZAP2 DCTN2 DDOST DDX49 DNAJC8 DNPEP DRG1 DYNC1I2 EEF1D EIF3C EIF4A1 EIF4E2 EIF4G2 ELOB ENSA FAU FKBP1A GABARAP GANAB GATD3 GDI2 GMFB GNAI2 GNAS GNB2 GPAA1 GPI GPX4 HADHB HDGF HMGN1 HNRNPAB HNRNPC HNRNPUL1 HSBP1 HSP90AA1 HSP90AB1 HSPA8 HUWE1 IDH3B IMPDH1 IST1 JTB KARS1 KDELR1 KXD1 LASP1 LDHA LYPLA2 MAP2K2 MAP3K11 MBD4 MDH1 MORF4L2 MRPL23 MRPL9 MRPS12 MYL11 NACA NDUFA1 NDUFA2 NEDD8 NME2 OTUB1 P4HB PCBP2 PCMT1 PDAP1 PGAM1 PGD PGK1 PIEZO1 PIGC PKM PLOD3 POLR2H POLR2I POLR2L PPIA PPP1CA PPP1R7 PPP2R1A PRKAR1A PRMT1 PSMA4 PSMB1 PSMB4 PSMB6 PSMB7 PSMC1 PSMD7 PSMD8 PTPA PUF60 RAB1A RAB5B RAC1 RALY RAN RER1 RHEB RPL36AL RPL6 RPN2 RXRA SAP18 SDHA SEC61B SEPHS2 SEPTIN2 SETD3 SF3B2 SKP1 SLC25A3 SLC4A2 SMARCD2 SNRPB SNRPE SNX3 SOD1 SRP14 SRP9 SRSF9 SSNA1 SSR2 STARD7 STOML2 STX4 SUMO1 SUMO2 SUMO3 TADA3 TBCB TCF25 TIAL1 TMBIM6 TMED2 TMED9 TMEM147 TMEM59 TPI1 TRAPPC3 TSR3 TUBA1B TUBB2A UBA1 UBC UBE2I UBE2L3 UQCRB UQCRFS1 URM1 VAMP3 VCP VPS52 WBP2 XRCC6 YWHAB YWHAQ YWHAZ MORF_AP3D1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_AP3D1 ACLY ACTR3 AFG3L2 AHCYL1 ANAPC5 AP2M1 AP3D1 AP3S1 ARPC5 ATP5MC3 ATP5PF ATP5PO ATXN10 BAG6 BRD8 BZW1 CANX CAP1 CAPZA1 CAPZB CARS1 CCT7 COASY COPS5 COX5B COX7C CS CSNK2B CTBP1 CTDNEP1 CUL1 CYB5R3 DCTN2 DNAJC8 DYNLL1 EIF2S2 EIF4H FAM120A FAM168B FBXW11 FKBP1A FNTA G3BP2 GAK GANAB GNB1 GPAA1 GPN1 HADHB HAX1 HDAC1 HNRNPA2B1 HNRNPU HNRNPUL1 HSPA8 IDH3B IFRD1 ILF2 IMMT IMPDH1 KARS1 KHDRBS1 KXD1 LSM2 MAP2K2 MCFD2 MDH1 MGRN1 MYDGF NARS1 NCOR2 NDUFB3 NDUFC1 NDUFS2 NDUFS4 NONO NRDC PDHB PDIA6 PGAM1 PGK1 PIN1 POLR2I POLR2L PPP2CA PRKAR1A PSMA4 PSMB1 PSMB2 PSMB7 PSMD1 PTBP1 RAD23A RBMS1 RHEB RTCB RTN4 RUVBL2 SDHA SEPTIN7 SLC25A3 SND1 SNRNP200 SNRPA SREBF2 SRSF9 SSB SSBP1 STARD7 STK24 SUMO2 TARDBP TAX1BP1 TCEA1 TIAL1 TMED9 TRAPPC3 TXNL4A UBE2L3 UQCRH VDAC2 VDAC3 WDR1 XPO1 XPO7 XRCC5 XRCC6 YWHAB YWHAQ ZNF146 MORF_ARAF1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_ARAF1 ACKR2 ADAM15 AGPAT1 ALDH4A1 ARAF ARHGEF1 ARVCF ATXN7L1 B4GALT3 BTBD2 CACTIN CIZ1 CNOT4 CNP CNPPD1 CNTN1 COPS6 DHRS1 DRG2 EML3 FZR1 GPR161 GPR35 GRK6 GRM4 GSK3A GTF2F1 H3-3A HMG20B HSF4 IGHMBP2 IGSF9B IKBKG KAT7 LGALS9 LMTK2 LPAR2 LTK LUZP1 LYPLA2 M6PR MAN2C1 MMP25 MR1 MTX1 MVK NELFB NHERF2 NUDT3 OTUB1 PAX8 PCBP3 PCGF2 PDPK1 PLIN3 PML PRKCSH PRPH PTMA PVT1 RABAC1 RABGGTA RAP1GAP2 RASSF7 RPLP2 RPS24 RXRB SLC12A4 SLC9A1 STK19 TNK2 TPT1 TSPO2 TUB TUBGCP2 USP11 ZBED1 ZFPL1 MORF_ARL3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_ARL3 ABCB1 ABCB10 ABCB9 ABCC8 ABO ACKR1 ADAM20 ADAMTSL3 ADCY3 ADCYAP1 AFF2 AMMECR1 AMOT AOC4P AQP5 AQP7 ARFGEF2 ARL3 ART1 ASB4 ATF2 ATF7 ATP10B ATP6V0A2 ATP6V1B1 ATP8B1 ATXN3 BARX2 BCL2 BCL2L11 BMP10 BNIP1 BRCA1 BRD4 C1orf216 CACNB1 CADM4 CALN1 CAMK2G CAMK4 CASP10 CCL16 CCR3 CD6 CD8A CDC73 CEACAM4 CELA2B CEP162 CFH COL14A1 COL19A1 COL8A1 COLGALT2 COLQ COQ7 COX6A2 CPB2 CRHR1 CTRL CXCL5 CYP11A1 CYP2A6 CYP2D6 CYP2E1 CYP4F2 DBT DDX52 DGCR5 DKK4 DNAJC16 DOCK1 DPT DRC3 DTNA EDIL3 ELAVL2 ELL2 EN2 EPHB2 ERC1 ERC2-IT1 ERCC4 ESR1 ETV3 EXOC4 F2RL3 FAS FBXL4 FGF18 FIG4 FLT1 FNTB FOSL1 FRY FRYL FSHR FUT6 FZD5 GABRA1 GABRB2 GCA GCM1 GJB5 GLE1 GNG4 GNPAT GPATCH8 GPLD1 GPR171 GPR18 GPR19 GRIK1 GRIK5 GRIP2 GUCY2C GUCY2F H3C6 HABP4 HCRTR2 HNF1A HOXA11 HOXD4 HSD3B2 HTR1B HTR1E HTR3A HTR4 HTR7 IFT27 IGF2 IGKV7-3 IL11RA IL13 IL16 INA IPO9 IQCK ITIH3 ITIH4 IVL JADE3 JRK JRKL KCNA5 KDR KLHL18 KLRC4 KNG1 KRR1 KRT2 KRT33A KRT86 LGI1 LORICRIN LPGAT1 LTBP4 LY9 MAGEA8 MAGEA9 MAGI1 MAP2 MAPT MC5R MDM2 MFN1 MLLT10 MON2 MSH3 MSL3 MSX1 MYL3 MYOZ3 MYT1 NCKIPSD NEUROD2 NF1 NFAT5 NFIC NHEJ1 NOS2 NOTCH4 NPFF NR1I2 NR2F1 NR3C2 NRP2 NRTN NRXN1 NTNG2 NXPE3 OCM OPLAH OPRL1 OR10H3 OR2B6 P2RY10 PART1 PAX6 PAX7 PAX9 PAXIP1 PCM1 PDE10A PDE4D PDE6A PGM3 PHF10 PHLDB1 PHOX2B PIGR PIK3C2A PIK3CB PLEKHB1 PLPPR4 POFUT2 POLR1HASP POLR2K POU6F1 POU6F2 PPP1R12B PPP1R1A PPP2R5B PRELID3A PRIM2 PRKACA PSG1 PTPRB PVR R3HCC1L RAD51D RB1CC1 RGS7 RORB RPS6KA5 RREB1 RUNX2 RXRG RYR3 S100A5 SCAMP1 SCAPER SCN7A SERPINA4 SEZ6L SGPL1 SIM2 SIRPB1 SIX6 SKI SLC13A2 SLC15A1 SLC16A5 SLC17A3 SLC18A1 SLC22A6 SLC2A1 SLC33A1 SLC46A3 SLC4A3 SLC4A8 SLC6A11 SLC6A2 SMYD5 SPA17 SRPK3 STAC STK17A SULT2B1 SULT4A1 SUPT3H SYNJ2 SYT5 TACC2 TANC2 TBC1D22A TBX19 TBX5 TBXT TENM4 TFDP2 TIE1 TMEM11 TMEM26 TNFRSF25 TPD52 TRIM24 TRIO TSPAN2 TSSK2 UBE4B ULK2 WBP4 ZBTB14 ZBTB40 ZNF133 ZNF141 ZNF157 ZNF202 ZNF266 ZNF33B ZNF500 ZP2 ZSCAN26 MORF_ATF2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_ATF2 ABCB1 ABCB10 ABCC8 ABO ADAM20 ADAM22 ADAMTS3 ADAMTSL3 ADCYAP1 ADGRL2 ADRA1A AKAP3 AMMECR1 ANXA10 AOC4P APOBEC1 AQP7 ARFGEF2 ARL3 ATF2 ATP10B ATP2B2 ATP4B ATP6V0A2 ATP8B1 ATXN3 B4GALT6 BARX2 BCL2L11 BIRC5 BMP10 BRCA1 BRD4 BRINP3 BRWD1 C1orf216 C2orf27A C6 CACNA2D1 CADM4 CALN1 CAMK4 CAMTA1 CCL16 CCN6 CCR3 CDC42BPA CDC73 CDH4 CDH8 CDKL5 CDR1 CEP162 CFH CHRNB4 CHST1 CLCN3 CMKLR2 CNTN6 COL14A1 COL19A1 COL8A1 COLGALT2 COQ7 COX6A2 CPB2 CPEB3 CRHR1 CTRL CTSB CXCL5 CYP11A1 CYP2C19 CYP2E1 CYP4F2 DAZL DBT DDX52 DEPDC5 DGCR5 DMD DMPK DNAJC16 DNAJC22 DRC3 DRD1 EDIL3 EHHADH ELAVL2 ELOVL6 EPHB2 ERC2-IT1 ERCC4 EXOC4 EYA1 F2RL1 F2RL3 FAM110B FAM13A FAS FBXL4 FGA FGF18 FGF2 FLRT2 FNTB FOSL1 FRY FSHR FUT1 FZD5 GABRB2 GCA GCM1 GHRHR GJB5 GLE1 GLRA3 GNG4 GPR15 GPR171 GPR18 GPR19 GRIK1 GUCY2C GUCY2F GYS2 H3C6 HCRTR2 HEPH HNF1A HOXB7 HOXC11 HSD3B2 HSPA1L HTR1E IFNA1 IFNA10 IFNA14 IFNA2 IFNA8 IFNW1 IGKV7-3 IL11RA IL13RA1 IL16 IL4 IL7 IPO9 ISL1 ITGBL1 ITIH3 JADE3 JRKL KCNA5 KLHL23 KLRC4 KPNA1 KRR1 KRT2 KRT33A KRT34 KRT83 KRT86 LDB3 LECT2 LGI1 LILRA1 LILRA4 LORICRIN LPAR4 LRP4 MAGEA8 MAGEA9 MAGI1 MAP2 MAP2K6 MAP2K7 MAP3K1 MASP2 MC5R MDM2 MFN1 MGA MINDY2 MLLT10 MON2 MPP3 MPZL1 MSH3 MSL3 MYH2 MYT1 NEB NEDD4L NFAT5 NFX1 NHEJ1 NOL4 NOS2 NPAS2 NPFF NR1I2 NR3C2 NTNG2 NXPE3 NXPH2 OR10H3 OR2B6 P2RY10 PART1 PAX6 PAX7 PAXIP1 PCDHB17P PCM1 PDE10A PDE4D PDE6A PGM3 PHF10 PHLDB1 PHOX2B PIK3C2A PLA2R1 PLEKHB1 PLPPR4 PLXNA3 POLR1HASP POLR2K POLR3F POU6F1 POU6F2 PPM1E PPP1R12B PPP2R5B PRELID3A PRKCA PRPS1L1 PSD PSG1 PTEN PTPN20 PTPRB PTPRR PTPRS PVR R3HCC1L RAD51D RB1CC1 RBBP7 RBMXL1 REPS2 RGS7 RNF24 ROR2 RORB RPS6KA5 RREB1 RSC1A1 RUNX2 RXRG RYR3 S100A5 SCN7A SEMA6A SERPINA4 SGCD SIM2 SIX6 SLC14A1 SLC14A2 SLC15A1 SLC16A5 SLC17A1 SLC17A3 SLC33A1 SLC46A3 SLC4A8 SLC6A2 SLC6A4 SMYD3 SOAT2 SOCS6 SPA17 SPATA2 SPRR2C SRPK3 ST8SIA1 STAC STAG1 STARD5 SULT4A1 SUPT3H SYT5 TACC2 TANC2 TBX19 TBXT TENM4 TFDP2 THPO TLE1 TLL1 TMEM26 TNIK TNK1 TPD52L1 TRIM24 TRIO TSHB TSPAN2 TSSK2 TTTY1 UBE4B ULK2 USP20 USP46 WBP4 ZBTB14 ZBTB33 ZBTB40 ZNF132 ZNF134 ZNF141 ZNF157 ZNF202 ZNF266 ZNF33B ZSCAN26 MORF_ATOX1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_ATOX1 ALG8 AP2M1 AP2S1 ARF5 ATOX1 ATP5MF ATP6V1F ATP6V1H BANF1 BCAP31 BUD31 CANX CENPB CFDP1 CLN3 CNIH1 CNPY2 COA1 COPS5 COX5A CSTB DCTN2 DNPEP DPM1 DYNC1I2 EIF2B2 EIF4E2 ELOB ENSA ETFA FAM20B GGCT GMFB HARS2 HSBP1 KARS1 MORF4L2 MYL11 NEDD8 PDCD6 PGRMC1 PLOD3 POLR2H PPP1R7 PRKAR1A PRMT1 PSMA3 PSMB2 PSMB4 PSMB5 PSMB6 PSMC1 PSMC4 PSMD7 PSMD8 PTPA RAB1A RAB5A RAB9A RAC1 RAD23B RER1 SARS1 SDHC SEC61G SEM1 SEPHS2 SHMT1 SLC25A1 SNRPG SOD1 SUMO1 TBCA TMBIM6 TMED2 TMEM147 UBA1 UQCRB VTI1B YWHAB MORF_ATRX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_ATRX ADCY3 ADH5 AGPS AIMP1 AMFR AQP5 ARHGAP12 ATP6V0A2 ATRX BAHD1 BCL2 BPHL BRCA1 BRD1 BTD C1orf216 CACNB2 CALCOCO1 CAMK2G CDK13 CDYL CEP135 CEP350 CETN3 CHD3 CHD9 CLOCK CLP1 CLPX CMA1 COLQ COX6A2 CPSF4 CSTF3 CYP11A1 CYP4F12 DIMT1 DNA2 DNAJC16 DOK1 DPT DTNA ECE2 EIF5B ENTREP1 EP400 ERC1 ERCC2 ESR1 EXTL3 FAM8A1 FANCG FDXR FIG4 FNTB FOSL1 FRYL GCFC2 GLE1 GOLGA3 GPATCH8 GPR15 GRIK5 GRIP2 GSK3B GTSE1 HNRNPL HOXD4 HTR4 HTR7 IGBP1 IKBKE IL13 IMPA1 INPP5E INSIG2 IPCEF1 IRF2 ITIH4 JRK KANK2 KANK3 KAT8 KAZN KDM3B KIAA0586 KLHDC10 KLHL18 KLHL20 KRT33A KRT86 LEPROTL1 LPGAT1 LSM1 LTBP4 LTN1 MARCHF6 MC2R MC5R MFN1 MGA MIA2 MICAL3 MLN MRE11 MSH3 MSL3 MSX1 MT4 MTX1 MUTYH NCKIPSD NEK9 NFRKB NFX1 NFYB NKRF NMT1 NR2C1 NR3C1 NRTN NSL1 NTPCR NUMB OARD1 PAFAH1B1 PARN PAX9 PAXIP1 PCF11 PCGF1 PDXDC1 PEX3 PHF10 PHF21A PIAS2 PIGB PIGF PIGR PIK3C2A PIK3CB PLEKHB1 POLA1 POLR2K POP4 POU6F2 PPIL2 PPP1R3D PPP5C PRELID3A PSMF1 RAP1A RASSF1 RB1 RBBP8 RERE REV3L RFC5 RNF14 RPS6KB2 RSRP1 RUNX1 SCAMP1 SEC31A SEC62 SEZ6L SH2B1 SIK3 SLC16A5 SLC24A1 SLC25A11 SLC2A1 SLC30A3 SLC4A3 SLC6A11 SMC5 SMG1 SNX4 SPAST SPEF1 SPRED2 SS18 SSTR5 ST13 SULT2B1 SYNJ2 TAF2 TAF5L TBC1D22A TBCE TBX5 TCF12 TLN2 TMCC1 TMEM11 TMEM94 TNFRSF25 TPR TRIM27 TTI1 TTLL5 UBE4B UBR2 UTRN VAMP4 WDR62 WIPF2 YAF2 ZBTB22 ZNF133 ZNF271P ZNF292 ZNF32 ZNF500 ZNF592 MORF_BAG5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_BAG5 ADAR AP2M1 ARFGAP2 ATP6V1G1 BAG5 BANF1 BUD31 CANX CNBP COIL COPS5 COX4I1 COX7A2L CTCF DNPEP EBAG9 EEF1D ENSA FAM120A GMFB HNRNPUL1 IK IST1 JTB KARS1 MBD4 MYL11 NEDD8 PDCD6 PPP1R7 PRMT1 PSMB4 PSMC1 PSMC2 PSMD7 PUF60 RAB11A RAB5A RAD23B RPL36AL SETD3 SKP1 SP3 SRP9 STARD7 SUMO1 SYNCRIP SYPL1 TBCB TIAL1 TMED2 UBA1 URM1 VCP YWHAB MORF_BCL2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_BCL2 AAK1 AANAT ABCB9 ABO ACKR2 ADAM15 ADAMTSL2 ADCY3 ADCYAP1 AFF2 AGPS ALDOC AMFR AQP5 AQP7 ARC ARL3 ARSL ATP6V0A2 ATP6V1B1 ATRX BAHD1 BCL2 BMP10 BNIP1 BPHL BRD1 C1orf216 CAMK2G CCKAR CD3E CD6 CD8B CDK13 CDK5R1 CEP135 CLBA1 CLOCK CLPX CMA1 CNTN2 COLQ COX6A2 CRCP CRHR2 CRYAA CTRL CYP11A1 CYP2A6 DAPK2 DDX11 DKK4 DNAJC16 DOK1 DPT DRC3 DTNA DTX4 ECE1 ECE2 ELAVL2 ENTREP1 EPHB2 ERC1 ESR1 ETV3 EXTL3 F7 FANCG FDXR FLT1 FNTB FOSL1 FRYL FUT6 GJB5 GLE1 GPATCH8 GPR3 GPR35 GRIK5 GRIP2 GSTM5 GTSE1 HAUS5 HOXD4 HSD17B3 HSPB2 HTR1B HTR4 HTR7 IKBKE IL13 IMPA1 IPCEF1 IRF2 IRF2BP1 ITIH4 ITPR2 IVL JAG1 JAK3 JRK KANK2 KANK3 KAT8 KCNMB1 KCTD20 KIFC3 KLHL18 KRR1 KRT1 KRT33A KRT86 LBP LCOR LEFTY1 LINC00837 LMO1 LSM12 LTBP4 LTK LY9 MC2R MC5R MGP MLN MMP25 MOK MPP2 MR1 MSL3 MSX1 MT4 MYC MYO9B N4BP2L2 NCKIPSD NEURL1 NEUROD2 NF1 NFRKB NOS2 NRP2 NRTN NXPE3 OPRL1 P2RY10 PARVB PAX7 PAX8 PAX9 PAXIP1 PCBP3 PCGF1 PIGB PIGR PIK3CB PLEKHB1 PML POLR2K POU6F1 POU6F2 PRELID3A PRKACA PRSS16 PVT1 RASSF1 RBBP8 RPS6KB2 RUNX1 SCAPER SDC3 SEZ6L SH2B1 SIX3 SLC12A4 SLC13A2 SLC16A5 SLC18A1 SLC22A24 SLC22A6 SLC24A1 SLC25A11 SLC2A1 SLC30A1 SLC30A3 SLC4A3 SLC5A2 SLC6A11 SLC6A7 SLC6A9 SMPDL3B SMYD5 SPEF1 SSTR5 STK17A SULT4A1 SYT5 TBC1D22A TBX19 TBX5 TFDP2 TIE1 TLN2 TM4SF5 TMEM11 TMEM94 TMPRSS6 TMSB4Y TNFRSF25 TNKS TUBGCP4 UGT2B15 UTRN WDR62 WT1 ZKSCAN3 ZNF292 ZNF500 ZNF592 ZNF710 ZP2 MORF_BCL2L11 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_BCL2L11 ABCB10 ABCC8 ABO ADAM20 ADAMTSL3 AMMECR1 AMOT AOC4P AQP7 ARL3 ATF2 ATP2B2 ATP4B ATP6V0A2 ATP8B1 ATXN3 BCL2L11 BMP10 BRCA1 BRINP3 C1orf216 CADM4 CALN1 CAMK4 CCL16 CCR3 CD8A CDC73 CEP162 CFH COL19A1 COL8A1 COLGALT2 COX6A2 CPB2 CRHR1 CTRL CXCL5 CYP11A1 CYP2E1 DBT DGCR5 DMD DNAJC16 DRC3 EDIL3 ELAVL2 EPHB2 ERC2-IT1 ERCC4 EXOC4 F2RL3 FAS FBXL4 FGF18 FNTB FOSL1 FSHR FZD5 GCM1 GJB5 GLE1 GLRA3 GNG4 GNPAT GPLD1 GPR171 GPR18 GPR19 GUCY2C GUCY2F H3C6 HCRTR2 HNF1A HOXD4 HTR1E IFNA14 IGKV7-3 IL11RA IL16 IL7 IPO9 IVL KCNA5 KLRC4 KNG1 KRR1 KRT2 KRT33A KRT34 LECT2 LGI1 LORICRIN LTBP4 MAGEA9 MAP2 MASP2 MC5R MDM2 MLLT10 MON2 MSL3 MYH2 NFAT5 NOS2 NPFF NR1I2 NR3C2 NRTN NRXN1 NTNG2 NXPE3 OCM OR2B6 P2RY10 PART1 PAX7 PAX9 PAXIP1 PCDHB17P PCM1 PDE10A PDE4D PDE6A PGM3 PHF10 PHLDB1 PHOX2B PLA2R1 PLPPR4 POLR1HASP POLR2K POU6F1 POU6F2 PRELID3A PSG1 PTPRB PVR R3HCC1L RAD51D RB1CC1 RNF24 RORB RPS6KA5 RREB1 RUNX2 RXRG RYR3 S100A5 SCN7A SERPINA4 SIM2 SIRPB1 SIX6 SLC15A1 SLC17A3 SLC22A6 SLC4A3 SLC4A8 SLC6A2 SOAT2 SPA17 SPATA2 SRPK3 STAC SULT4A1 SUPT3H SYT5 TANC2 TBX19 TBXT TENM4 TFDP2 TMEM26 TRIM24 TSSK2 TTTY1 USP46 ZBTB14 ZNF134 ZNF157 ZNF200 ZNF266 ZNF821 ZP2 ZSCAN26 MORF_BECN1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_BECN1 ANXA11 ARHGEF1 ARL2BP ATG9A ATP6V0B ATP6V1F B4GALT3 BAG1 BECN1 BLTP1 BRD3 BRD8 C1D CALM2 CAPZA1 CAPZA2 CAPZB CASC3 CHUK CNOT2 CSNK1D CTNNB1 CUL4B CYB5R3 DCTN3 DDB1 DEDD DENND4A DNAJC13 DNAJC7 DNAJC8 EAPP ERCC1 ESS2 FRG1 H3-3A HNRNPH2 HNRNPK IK ILF2 JAK1 KLC1 KRAS LASP1 MAN2C1 MCM3AP MKRN1 MORC3 MTX1 MYH9 NAP1L4 NELFB NSL1 NT5C2 NUBP1 NUDT3 OXA1L PARN PGK1 PHF21A PLIN3 POLR2A PPP2CA PPP2R5A PRKAG1 PRKCSH PRKRA RAB1A RABAC1 RABGGTA RASSF7 RBM3 RPLP2 RPN2 RTCB SARAF SDR39U1 SEC61B SERINC1 SFSWAP SH2B1 SMAD2 SMC5 SPRN SRRT STK19 SUMO2 SUN2 TAF9 TBCB TBCC TERF2IP TIAL1 TMEM59 TMSB10 TP53BP1 TPR TUBGCP2 UBC UBN1 VPS26C YWHAH ZBED1 ZC3H15 ZNHIT3 MORF_BMI1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_BMI1 ACAP2 AFG3L2 AP3S1 ARID3A ARIH2 ATP11B ATXN2L B4GALT3 BMI1 CAD CAPRIN1 CAPZA1 CCT4 CDKN2C CELA2A CNOT1 CNP COPS2 CS CSK DCAF7 DGKZ DIAPH1 DKC1 DNAJC8 DYRK2 EIF4EBP2 ESD GNB1 GRK6 GTF2A2 GTF2F1 HMGN4 HNRNPD HNRNPL INPP5D KXD1 M6PR MFSD10 MGAT1 MMS19 NELFB NUDT3 PABPN1 PAPSS1 PCBP3 PDXDC2P-NPIPB14P PITPNM1 PLPBP POLR2A POM121 PPIE PRKCSH PRKDC PRPF8 PSD4 PTDSS1 RFC1 RPA2 RPN1 SEC63 SERP1 SH3BGRL SLC43A1 SMNDC1 SREBF2 SRRM1 TAFAZZIN TCEA1 TCOF1 TIAL1 TM9SF2 TNPO3 TXLNA UBE2D2 USP14 VARS1 VDAC3 XPO7 ZNF131 ZPR1 MORF_BMPR2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_BMPR2 AKAP5 AKR1D1 ANGPTL7 AP4E1 ART3 ASTN1 BMPR2 CHM CRISP1 CRISP2 CUL3 CXCL6 DCC DDO DFFB DIO1 EPHA7 ESM1 ETV1 GNA12 HDAC9 INVS IPO8 IREB2 KIAA0930 KIF17 LRRTM2 MPPED2 MT1B MTRF1L MYH7 ODF2 OPHN1 ORC4 PPP6R2 PRKD3 PTGDR2 RETREG1 REXO5 RFPL3S RPGRIP1 RPGRIP1L SLITRK2 SMYD2 ST8SIA4 TBC1D12 TBC1D31 TNFSF11 TRPC3 UGT2B4 VPS41 WIPF1 ZNF264 MORF_BNIP1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_BNIP1 ABCB10 ABCB9 ABCC8 ABO ADCY3 ADCYAP1 AFF2 AMMECR1 AOC4P AQP5 AQP7 ARFGEF2 ARL3 ATP6V0A2 ATP8B1 BARX2 BCL2 BMP10 BNIP1 BRCA1 BRD1 C1orf216 CA4 CACNB1 CACNB2 CAMK2G CASP10 CCKAR CD6 CDC73 CDYL CLOCK CNKSR1 COL19A1 COX6A2 CRHR1 CTRL CYP11A1 CYP2D6 CYP2E1 DGCR5 DNAJC16 DOCK1 DPT DRC3 ELAVL2 ENTREP1 EPHB2 ERC1 ERCC4 ESR1 EXTL3 FIG4 FLT1 FNTB FOSL1 FRYL FUT6 GJB5 GLE1 GNPAT GPATCH8 GPR15 GPR18 GPR19 GRIK5 GRIP2 GSK3B GTSE1 HCRT HNF1A HOXD4 HSD17B3 HTR4 HTR7 IFT27 IGKV7-3 IKBKE IL13 IL16 INPP5E IQCK ITIH4 ITPR2 IVL JRK KAT8 KCNA5 KHK KLHL18 KRR1 KRT2 KRT33A KRT86 LIG3 LPGAT1 LTBP4 MAGEA9 MC5R MDM2 MFN1 MLLT10 MSH3 MSL3 MSX1 MYO9B MYOZ3 NCKIPSD NOS2 NPFF NR1I2 NR2C1 NRTN NTNG2 NXPE3 OPRL1 OSBP P2RY10 PAX7 PAX9 PAXIP1 PGM3 PHF10 PIAS2 PIGB PIK3CB PLEKHB1 POLR2K POP4 POU6F1 PPP1R1A PPP1R3D PRELID3A PRKACA PSG1 PSMF1 PTEN PVR RAD51D RAP2C RB1CC1 RREB1 RUNX2 RXRG S100A5 SCAMP1 SCAPER SERPINA4 SGPL1 SIM2 SLC16A5 SLC17A3 SLC18A1 SLC22A6 SLC2A1 SLC30A3 SLC33A1 SLC4A3 SLC6A11 SSTR5 STK17A SULT2B1 SULT4A1 SURF2 SYT5 TBC1D22A TBX19 TBX5 TBXT TENM4 TFDP2 TIE1 TMEM11 TNFRSF25 TSSK2 UBE4B USP46 VKORC1 WBP4 WIPF2 WT1 YAF2 ZBTB14 ZBTB22 ZBTB40 ZNF134 ZNF157 ZNF266 ZNF500 ZNF592 MORF_BRCA1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_BRCA1 ABCB10 ABCB9 ABCC8 ABO ADAM20 ADCY3 AFF2 AMFR AMMECR1 AOC4P AQP7 ARFGEF2 ARHGAP11A ARL3 ATF2 ATP6V0A2 ATP8B1 ATRX ATXN3 BARX2 BCL2L11 BMP10 BNIP1 BRCA1 BRINP3 BRWD1 C1orf216 CADM4 CAMK2G CAMK4 CCNF CDC73 CDK8 CDYL CELA2B CEP162 CETN3 CFH CHD9 CLPX CNKSR1 COL19A1 COLGALT2 COQ7 COX6A2 CPB2 CPEB3 CPSF4 CRHR1 CSTF3 CTRL CYP11A1 CYP2E1 DIMT1 DKK4 DNA2 DNAJC16 DPT DRC3 DTNA ELAVL2 EN2 EP400 EPHB2 ERC1 ERCC4 ESR1 EXTL3 FANCI FGF18 FIG4 FNTB FOSL1 FOXD1 FPR2 FRYL GABRB2 GJB5 GLE1 GNG4 GNPAT GPATCH8 GPR15 GPR18 GPR19 GRIK5 GRIP2 GSS GTSE1 H3C6 HABP4 HIC2 HNF1A HOXA11 HOXD4 HSPA13 HTR7 IGKV7-3 IKBKE IL11RA IL13 IL16 INPP5E INSIG2 IPO9 IRS2 ITIH3 IVL JADE3 JRK KAZN KIAA0586 KLHDC10 KLHL18 KLRC4 KRR1 KRT2 KRT33A KRT86 LEPROTL1 LORICRIN LPGAT1 LTBP4 LY9 MAD2L1 MAGEA9 MAP2 MC5R MDM2 MFN1 MGA MKI67 MLLT10 MSH3 MSL3 NCKIPSD NEK2 NF1 NFAT5 NFX1 NKRF NMT1 NMT2 NOS2 NPFF NR1I2 NR2C1 NR3C2 NRP2 NRTN NTNG2 NXPE3 OR2B6 P2RY10 PART1 PAX7 PAX9 PAXIP1 PCF11 PDE4D PDE6A PDK3 PGM3 PHF10 PHLDB1 PIAS2 PIGF PIK3C2A PIK3CB PLEKHB1 POFUT2 POLA1 POLR2K POLR3F POP4 POU6F1 POU6F2 PPP1R12B PPP1R1A PPP1R3D PPP2R5B PPP5C PRELID3A PRIM2 PRKACA PSG1 PSMF1 PVR RAD51D RAP1A RB1CC1 RBMXL1 RECQL REV3L RFC5 RPS6KA5 RREB1 RRP9 RUNX1 RUNX2 RXRG S100A5 SCAMP1 SERPINA4 SIGMAR1 SLC16A5 SLC22A6 SLC2A1 SLC33A1 SLC4A3 SLC4A8 SLC6A11 SMG1 SMYD5 SNX4 SPA17 SPAST SPRED2 STAC STAG1 STARD5 SULT2B1 SULT4A1 SUPT3H SURF2 SYNJ2 SYT5 TAF2 TAF5 TAF5L TANC2 TBC1D22A TBX19 TBXT TFDP2 TMEM11 TMEM184B TPP2 TRIM24 TSPAN2 TSSK2 TTI1 TTLL4 TTLL5 UBE4B UPK1A USP20 WBP4 YAF2 ZBTB14 ZBTB22 ZBTB33 ZBTB40 ZNF133 ZNF134 ZNF157 ZNF200 ZNF202 ZNF266 ZNF33B ZNF500 ZP2 ZSCAN26 MORF_BUB1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_BUB1 ATP5PO BAZ1B BUB1 BUB1B BUB3 CCNB1 CCT5 CYCS DLGAP5 EI24 ESPL1 FOXM1 GARS1 GOT2 H2AZ1 HAT1 HDAC2 HDDC2 HMMR IARS1 IMMT KHSRP KIF11 KIF14 KIF2C MCM6 MFAP1 MRPS18B MTREX NDC80 NSD2 NUDC PLK1 PMEL PPP1CC RFC3 RFC4 RRM1 SPAG5 SRPK1 SRSF1 SSBP1 TARS1 TFDP1 TPX2 TYRO3 USP1 VBP1 VDAC1 XPOT YARS1 ZWINT MORF_BUB1B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_BUB1B ABCE1 ABCF1 ACTL6A ANP32E ARID3A BAZ1B BUB1 BUB1B CCNA2 CCT5 CDC7 CDK1 CDK11A CDKN2C CEBPZ CENPA DDX46 DLEU1 DNMT1 ESD ESPL1 GARS1 GLMN GOT2 GTF2A2 HCFC1 HDAC2 HMMR IARS1 IMMT IPO5 KHSRP KIF14 KIF20B MARS1 MCM2 MCM6 MRPS18B MTREX NAGA NDC80 NSD2 NUDC OXCT1 PLAGL2 PLK1 PLK4 PRKDC RAD54L RFC3 RFC4 SHMT2 SRPK1 TARS1 TBXA2R TFDP1 TMC6 TOP2A TPX2 TREX2 TRIP13 TTK TYRO3 USP14 YARS1 ZWINT MORF_BUB3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_BUB3 AATF ACLY ACP1 ACTL6A AFG3L2 AHSA1 AK2 AKR7A2 ANAPC5 ANP32A ANP32B AP3S1 ATP5F1A ATP5F1D ATP5MC1 ATP5MC3 ATP5PF ATP5PO ATXN10 AURKB BAG6 BAZ1B BRD8 BUB1 BUB3 CAD CALM3 CAPZA1 CBX3 CCT2 CCT3 CCT5 CCT7 CDK2 CHAF1A CHERP CLPP COPS5 CS CSK CSNK2B CTDNEP1 CYC1 CYCS DAP3 DARS1 DCTD DDOST DDX19B DDX39B DDX49 DEK DGUOK DKC1 DNAJC11 DNAJC8 DNAJC9 DNMT1 DOCK3 DRG1 DUT DYNLL1 EDC4 EI24 EIF1AX EIF2S2 EIF3I EIF3K EIF4EBP2 EIF4H EPRS1 ERP29 ESD ESPL1 FBL FEN1 FH FIBP FUS G3BP2 GANAB GARS1 GLO1 GMPS GNB1 GNG5 GOT2 GPN1 GTF2A2 H2AZ1 H2AZ2 HADH HADHA HAT1 HAX1 HCCS HCFC1 HDAC1 HDAC2 HDDC2 HNRNPA2B1 HNRNPAB HNRNPC HNRNPD HNRNPM HNRNPR HNRNPU HNRNPUL1 HSPA9 HSPE1 IARS1 ICE1 IDH3G IFRD1 ILF2 ILF3 IMMT IMPDH1 IMPDH2 IPO7 KARS1 KHDRBS1 KHSRP KXD1 LMNB2 LRPPRC LSM2 LSM4 LSM7 LYPLA1 MAP2K2 MAPRE1 MCM2 MCM3 MCM5 MCM6 MCM7 MDH1 METAP1 MRPL9 MRPS18B MRPS27 MSH2 MTCP1 MTDH MTREX NAA10 NAE1 NASP NCBP2 NCL NDUFB3 NDUFC1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFV1 NONO NRDC NSD2 NSDHL NUDC NUDT1 NUP188 PABPC4 PAICS PARK7 PCLAF PCNA PDHB PDIA6 PHB2 PMEL POLA2 POLE3 POLR2I POM121 PPIE PPM1G PPP1CC PPP2R1A PPT1 PRDX3 PRKDC PRPF31 PRPF8 PRPS2 PSMB2 PSMB7 PSMD8 PTDSS1 PTGES3 PTPN11 R3HDM1 RAD23A RAN RANGAP1 RBBP4 RBMX RFC4 RHEB RNPEP RPA2 RRM1 RSL1D1 RUVBL2 SAFB SCAMP3 SDHA SDHB SEC24C SERBP1 SERP1 SET SF3A2 SF3B2 SLBP SLC1A5 SLC25A3 SMC1A SMC3 SNRNP200 SNRPA SNRPA1 SNRPE SOD1 SREBF2 SRM SRRM1 SRSF1 SRSF3 SRSF9 SSB SSBP1 SSRP1 STARD7 STK24 STMN1 TAF11 TARDBP TARS1 TCEA1 TCP1 TEX261 TFDP1 THOP1 TMED9 TNPO3 TOMM70 TRAPPC3 TRIM28 TUBA3C TUFM TXNL4A TYMS U2AF1 UBA2 UBAP2L UBE2L3 UBE2N UBE2S UQCRC1 UQCRH USP1 VBP1 VDAC1 VDAC2 VDAC3 XPO1 XPO7 XPOT XRCC5 XRCC6 YARS1 YWHAQ ZWINT MORF_CAMK4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_CAMK4 ABCB1 ABCB10 ABCC8 ABO ADAM20 ADAMTSL3 AKAP3 AMMECR1 AOC4P APOBEC1 AQP7 ARL3 ASB4 ATF2 ATF6B ATP10B ATP2B2 ATP4B ATP8B1 ATXN3 B4GALT6 BCL2L11 BIRC5 BMP10 BRCA1 BRD4 CACNA2D1 CADM4 CALN1 CAMK4 CCIN CCL16 CCN6 CCR3 CD8A CDC42BPA CDC73 CDH4 CDH8 CDR1 CEP162 CFH CLCN3 CMKLR2 COL14A1 COL19A1 COL4A4 COL8A1 COLGALT2 COQ7 COX6A2 CPB2 CPEB3 CRHR1 CTRL CTSB CXCL5 CYP11A1 CYP2C19 CYP2D6 CYP2E1 DAZL DBT DGCR5 DMD DMPK DNAJC16 DNAJC22 DRC3 DRD1 ECM2 EDIL3 ELAVL2 ENOX2 EPHB2 ERC1 ERC2-IT1 ERCC4 EXOC4 F2RL1 F2RL3 FAM13A FAS FBXL4 FGA FGF18 FGF2 FLRT2 FNTB FOSL1 FSHR FUT1 FZD5 GABRB2 GCA GCM1 GHRHR GJB5 GLE1 GLRA3 GMPR GNG4 GPLD1 GPR171 GPR18 GPR19 GRIK1 GUCY2C GUCY2F H3C6 HCRTR2 HEPH HNF1A HOXB7 HOXC11 HSD3B2 HTR1E HTR2C IFNA1 IFNA10 IFNA14 IGKV7-3 IL11RA IL16 IL4 IL5 IL7 IPO9 ISL1 ITGBL1 ITIH3 IVL JADE3 JRKL KCNA5 KCNN3 KDR KLHL23 KLRC4 KNG1 KRT2 KRT34 KRT86 LDB3 LECT2 LGI1 LILRA1 LILRA4 LORICRIN LPGAT1 LRP4 MAGEA8 MAGEA9 MAGI1 MAP2 MAP2K7 MC5R MDM2 MINDY2 MLLT10 MON2 MPP3 MPZL1 MSH3 MSL3 MYH2 MYT1 NEB NEDD4L NHEJ1 NOL4 NOS2 NOVA1 NPAS2 NPFF NR1I2 NR2F1 NR3C2 NTNG2 NXPE3 OCM OR10H3 OR2B6 OTC P2RY10 PAPPA2 PART1 PAX6 PAX7 PAX9 PAXIP1 PCDHB17P PCM1 PDCD1 PDE4D PDE6A PGM3 PHF10 PHLDB1 PHOX2B PLEKHB1 PLPPR4 POLR1HASP POU6F1 PPM1E PPP1R12B PPP1R1A PPP2R5B PRELID3A PRKCA PRPS1L1 PSD PSG1 PTPN20 PTPRB PVR R3HCC1L RAD51D RB1CC1 RBMS3 RBMXL1 RGS7 ROR2 RORB RPS6KA5 RREB1 RSC1A1 RUNX2 RXRG RYR1 RYR3 S100A5 SCN7A SERPINA4 SGCD SGPL1 SIM2 SIX6 SLC15A1 SLC17A1 SLC17A3 SLC22A6 SLC26A4 SLC33A1 SLC46A3 SLC4A8 SLC6A2 SMYD3 SOAT2 SPA17 SPATA2 SPRR2C SRPK3 ST8SIA1 STAC STXBP5L SULT4A1 SUPT3H SURF2 SYT5 TACC2 TANC2 TBX19 TBXT TENM4 TFDP2 THPO THRA TLL1 TMEM26 TNK1 TPD52L1 TRIM24 TRIO TSSK2 TTTY1 UBE4B ULK2 USP46 WBP4 ZBTB14 ZBTB40 ZNF132 ZNF134 ZNF141 ZNF157 ZNF202 ZNF266 ZNF33B ZSCAN26 MORF_CASP10 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_CASP10 ABCB10 ABCB9 ABCC8 ABO ADCY3 AOC4P AQP7 ARL3 ATP6V0A2 ATP8B1 BMP10 BNIP1 C1orf216 CASP10 CELA2B CFH COX6A2 CRHR1 CYP11A1 CYP2E1 DNAJC16 DPT DRC3 DTX4 ELAVL2 EPHB2 ERCC4 ESR1 FIG4 FLT1 FNTB GJB5 GLE1 GNPAT GPLD1 GPR18 GPR3 GRIK5 HOXD4 HSD17B3 HTR7 IFT27 IGKV7-3 IKBKE IL13 IL16 IVL KCNA5 KCNJ6 KLHL18 KRR1 KRT33A KRT86 LY9 MAGEA9 MC5R MDM2 MFN1 MLLT10 MSH3 MSL3 MSX1 NEUROD2 NF1 NFAT5 NOS2 NPFF NR1I2 NTNG2 NXPE3 OPLAH OPRL1 OSBP P2RY10 PAX9 PAXIP1 PGM3 PIGB PIGR PIK3C2A PIK3CB POU6F1 PRKACA PVR RAD51D RPS6KA5 RREB1 RXRG SGPL1 SIM2 SLC16A5 SLC18A1 SLC22A6 SLC2A1 SLC33A1 SLC46A3 SLC4A3 SLC6A11 SP140 STK17A SULT2B1 SULT4A1 TBC1D22A TBX19 TBX5 TFDP2 TMEM11 TMPRSS6 TRIM24 TSSK2 WBP4 WT1 ZBTB22 ZBTB40 ZNF266 ZNF500 ZNF592 MORF_CASP2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_CASP2 ACKR2 ACR ADAM15 ADAMTSL2 ADD2 AMELX ANKRD12 ARSL B4GALT3 CAMK2B CARD10 CASP2 CNOT4 CNP CNTN1 CRCP CRYBA4 CXCR2 CYP2C9 DDX11 DGCR11 DRG2 EFNA3 EML3 ENTREP1 ENTREP3 FDXR FKBP15 GHITM GPA33 GPR161 GPR35 GPRIN2 GSK3A GTF2F1 H6PD HMGXB3 HSF4 HTR2A IFT140 IGHMBP2 IGSF9B IKBKG IRF2BP1 ITGA10 KHNYN KIF1C LINC00928 LMTK2 LSM12 LTK M6PR MGAT1 MMP25 MOK MPP2 MVK MYL2 NDST1 NFRKB NHERF2 NTSR2 NUDT3 ODF1 ORC1 P2RY11 PAIP2B PAX8 PCBP3 PDPK1 PFDN1 PFKFB2 PIGB PITPNM1 PKMYT1 PKN2 PML PNMT PPP1R10 PRKCSH PRPH PSD4 PTGER3 PTPN9 RAP1GAP2 RBM8A RPA2 SIK3 SLC12A4 SLC22A24 SLC5A2 TCF7 TCOF1 TMEM94 TPMT TRA2A TSPO2 TUB USP19 WNT10B ZBED1 ZKSCAN3 ZNF337 MORF_CCNF https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_CCNF ADGRL1 AFF2 ANP32E ARHGAP11A BMS1 BRCA1 C1orf216 CAMK2G CCNF CDC7 CDK11A CENPA CETN3 CLPX CNOT9 COQ2 CPSF4 CSTF3 DDX46 DIMT1 DNA2 EEF1AKMT3 EIF4E EIF5B EXTL2 FANCG FANCI FRYL GTSE1 HLTF HMGN4 HNRNPL HSPA13 JRK KPNB1 LARS2 LPGAT1 MAD2L1 MARS1 MFN2 MKI67 MPHOSPH6 MSH3 MYCBP NELFA NFYB NKRF NUDT13 OARD1 PAXIP1 PDXDC1 PEX3 PHF10 PIGF PLEKHB1 PLK4 POLA1 PPP5C RAP1A RFC5 RRP9 SCAMP1 SEC23IP SIGMAR1 SMG1 SPAST SPRED2 SYNJ2 TAF2 TAF5 TIMM44 TMEM11 TPP2 TRIM27 TRIP13 TTI1 UBE2V2 WDR62 MORF_CCNI https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_CCNI ACP1 ANAPC5 ANP32B ARPC3 ATF4 ATP5F1A BAZ2A BRD2 BTF3 CBX3 CCNI CHD4 DAZAP2 DDOST DDX49 DPF2 EEF1G EEF2 EIF3D EIF3E EIF3F EIF3H EIF4A1 EIF4A2 EIF4B EIF4G2 ERP29 FAM168B FAU GABARAP GNAS GNB1 GNB2 HDAC1 HDGF HINT1 HNRNPA1 HNRNPC HNRNPD HNRNPK HNRNPUL1 JTB KHDRBS1 LSM14A MACROH2A1 MRPL9 NACA NAP1L1 NONO NPM1 PCBP2 PRPF8 PTP4A2 RAB8A RACK1 RHOA RNPS1 RO60 RPL10A RPL14 RPL18 RPL21 RPL22 RPL24 RPL30 RPL5 RPL7 RPLP2 RPS12 RPS27A RPS6 RSL1D1 SF3A1 SLC25A3 SNX3 SRP14 SRRM1 SRSF2 SRSF9 SUMO2 TAX1BP1 TMEM123 U2AF1 UCP2 USP22 WDR1 YBX1 YWHAZ MORF_CD8A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_CD8A ABCB1 ABCB10 ABCC8 ABO ACKR1 ADAM20 ADAMTSL3 AOC4P APOBEC1 AQP7 ARL3 ASB4 ATXN3 B3GNT3 BCL2L11 BMP10 CADM4 CALN1 CAMK4 CCL16 CD8A CDC73 COL14A1 COL19A1 COL8A1 COX6A2 CXCL5 CYP2E1 DBT DMD ELAVL2 EPHB2 ERC2-IT1 ERCC4 EXOC4 EXOC6B F2RL3 FAS FBXL4 FGF18 FOSL1 FSHR FZD5 GCA GJB5 GLRA3 GPR171 GPR18 GPR19 GUCY2F HCRTR2 HNF1A HSD3B2 HTR1E IFNA10 IGKV7-3 IL11RA ITGA2 ITGBL1 ITIH3 IVL JRKL KDR KLRC4 KNG1 KRT2 KRT34 LECT2 LGI1 LORICRIN MAGEA8 MAGEA9 MAP2 MC5R MLLT10 MYT1 NPFF NR1I2 NR3C2 NRXN1 NTNG2 OCM P2RY10 PART1 PCDHGB7 PDCD1 PDE4D PGM3 PHLDB1 PHOX2B PLA2R1 PLPPR4 POLR1HASP POU6F1 PSG1 PTPRB PVR R3HCC1L RAD51D RORB RREB1 RUNX2 RXRG S100A5 SERPINA4 SGCD SGPL1 SIM2 SLC15A1 SLC22A6 SLC4A8 SLC6A2 SPA17 STAC SUPT3H TANC2 TBX19 TENM4 TIE1 TMEM26 TSSK2 VSTM4 ZBTB40 ZNF141 ZNF157 ZSCAN26 MORF_CDC10 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_CDC10 AATF ACAP2 ADD1 AFF1 AFG3L2 ANAPC5 AP3D1 ARHGEF7 ARIH2 ARL2BP ARPC3 ASH2L ATP11B ATXN2L BMS1 BRD8 CALM2 CAPRIN1 CAPZA1 CASC3 CCT4 CDK11A CDK2 CHUK CLSTN1 CNOT1 CNP COPS2 CRKL CS CTDNEP1 CUL2 DDB1 DDX46 DEK DHX38 DIAPH1 DNAJC8 DUT DYRK2 EIF1AX EIF3M EIF4A2 FOXJ3 FRG1 GAK GNB1 GTF2A2 HMGB1 HNRNPA2B1 HNRNPD HNRNPH2 HNRNPH3 HNRNPK HNRNPL HNRNPR HSPA8 ILF2 IMMT KDM3B KHDRBS1 KRAS KXD1 LANCL1 LBR LRPPRC MCFD2 MORC3 NACA NAE1 NAP1L4 NONO NSA2 NUP188 OXA1L PGK1 PHIP PIN1 PITPNM1 PLIN3 POLR2A POLR2C POM121 PPP2CA PRKAG1 PRKDC PRKRA PRPF8 PSMA1 PSME4 PTP4A2 PUM2 RBM6 RFC1 RNF44 RNGTT RNPS1 RPA2 RPL22 RTCB SAFB SDR39U1 SEC63 SEPTIN7 SERP1 SFSWAP SHOC2 SMC5 SMNDC1 SNRNP200 SPG11 SRRM1 SRSF11 SSB STARD7 STK24 SUGP2 SUMO2 SUMO4 SUN2 TACC1 TAX1BP1 TCEA1 TCOF1 TERF1 TERF2IP TFAP4 TIAL1 TIMM17A TMEM123 TP53BP1 TRRAP TUBA3C TXLNA USP1 VAMP3 VDAC3 VPS26C XPO1 XPO6 XPO7 XRCC5 YWHAQ ZC3H15 ZNF131 ZPR1 MORF_CDC16 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_CDC16 AK2 ANAPC5 ANP32A ARIH2 ASXL1 BAZ1B CAMKK2 CBFB CBR4 CDC16 DCTD DDX19A DDX19B DDX39B DEAF1 DIAPH1 DKC1 DUT EIF1AX EIF4EBP2 ERCC5 ESD GNB1 GTF2A2 HCFC1 HNRNPD HNRNPR IARS1 IMMT KHSRP KRIT1 KXD1 LRPPRC MAPRE1 MBNL1 MDC1 MPHOSPH9 MTREX MYCBP2 NDUFS4 NPM3 NSD2 NSUN5P2 PDIA6 PDXDC2P-NPIPB14P PIBF1 POM121 PPP1CC PRKDC PRPF40A PTDSS1 RAD23A RBPJ RMND5A RNF44 SAFB SDHB SLBP SLC35E2A SMARCC1 SRP72 SRRM1 TARDBP TM9SF2 TNPO3 TOMM70 TREX2 UPF3A USP24 VDAC2 VDAC3 XPO7 XRCC5 YARS1 ZFC3H1 MORF_CDC2L5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_CDC2L5 AFF2 AGPS AMFR AQP5 ARC ATP6V0A2 ATP6V1B1 ATRX B4GALT3 BAHD1 BCL2 BPHL BRD1 BTD CAMK2G CDK13 CEP350 CHD3 CHD9 CLP1 CLPX CNOT9 COLQ CPSF4 CRYAA CSTF3 DAPK2 DDX11 DIMT1 DOK1 DPT ECE2 EML3 ENTREP1 EP400 ERCC2 ESR1 EXTL3 FANCG FDXR FNTB FRYL GALNT2 GLE1 GPATCH8 GRIK5 GRIP2 GSK3B HNRNPL HTR4 HTR7 IKBKE IMPA1 INPP5E IPCEF1 IRF2 ITIH4 JAK3 JRK KANK2 KIAA0586 KLHL18 KRT33A LEPROTL1 MC2R MPP2 MR1 MSX1 MT4 MTX1 MYO9B NEK9 NFRKB NFYB NKRF NR2C1 NRTN NUMB OARD1 OSR1 PAFAH1B1 PAX8 PAX9 PAXIP1 PCBP3 PCF11 PCGF1 PEX6 PHF21A PIAS2 PIGB PIGF PIGR PIK3CB PLEKHB1 PPP5C PRELID3A PSMF1 RAP1A RASSF1 RBBP8 RERE ROCK1 RPS6KB2 RUNX1 SCAMP1 SEC31A SEZ6L SFSWAP SH2B1 SIK3 SLC12A4 SLC22A24 SLC24A1 SLC25A11 SLC2A1 SLC30A1 SLC30A3 SMC5 SPEF1 SPRN SS18 SSTR5 TAF2 TAF5L TBC1D22A TBX5 TLN2 TM4SF5 TMEM11 TMEM94 TP53BP1 TPR TTC22 TTI1 TTLL5 UTRN WDR62 ZDHHC18 ZKSCAN3 ZNF500 ZNF592 MORF_CDH4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_CDH4 ABCB1 ABO ADAM20 ADAMTS3 ADAMTSL3 AKAP3 AMMECR1 ANXA10 APOBEC1 ATF2 ATP4B ATXN3 B4GALT6 CADM4 CALN1 CAMK4 CCL16 CCR3 CDC73 CDH4 CEP162 CMKLR2 COL19A1 COL8A1 COLGALT2 CRHR1 CTRL DMD DNAJC22 DRD1 EDIL3 ELL2 ERCC4 EXOC4 F2RL1 F2RL3 FGA FGF18 FGF2 FOSL1 FSHR FZD5 GCM1 GJB5 GLRA3 GNG4 GPR19 GRIK1 GYS2 HCRTR2 HNF1A HOXB7 HOXC11 HSD3B2 HTR1E HTR2C IFNA14 IL11RA IL4 IPO9 JADE3 KCNA5 KLRC4 KPNA1 KRT2 KRT34 LDB3 LECT2 LGI1 LILRA1 MAGEA8 MAGEA9 MAP2 MAP2K7 MINDY2 MLLT10 MPZL1 NEB NHEJ1 NPAS2 NPFF NR1I2 NR3C2 NTNG2 OR2B6 P2RY10 PART1 PAX6 PAX7 PCM1 PHLDB1 PHOX2B PLPPR4 PLXNA3 POLR1HASP PPM1E PSD PSG1 RAD51D RGS7 ROR2 RORB RXRG RYR3 S100A5 SCN7A SERPINA4 SIX6 SLC15A1 SLC17A1 SLC17A3 SLC17A7 SLC46A3 SLC6A2 SLC6A4 SOAT2 SPRR2C SRPK3 ST8SIA1 STAC STARD5 SULT4A1 SUPT3H TACC2 TBX19 TBXT TENM4 TMEM26 TNK1 TRIO TTTY1 VIP ZNF132 ZNF157 ZNF202 ZSCAN26 MORF_CDK2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_CDK2 AATF AFG3L2 ARL6IP1 ATXN2L BUB3 CAD CCT4 CDK2 CLTC COPS6 CS CTDNEP1 DDB1 DEK DNAJC8 DOCK3 DYRK2 EBP EIF3I ESYT1 ETF1 FUS GNB1 GPAA1 GTF2A2 H2AZ1 HDAC2 HNRNPA2B1 HNRNPAB HNRNPD HNRNPU ILF2 KHDRBS1 KXD1 LRPPRC MCM2 NAE1 NONO NUDT1 NUP188 NUP62 PABPN1 PCMT1 PKMYT1 POLR2A POLR2C PRKDC PRPF8 PSMB7 PSMD2 PWP1 RPA2 RUVBL2 SCARB1 SEPTIN7 SLC4A2 SNRNP200 SNRPA SRRM1 SSB SSRP1 STARD7 SUMO2 TCEA1 TCOF1 TEX261 U2AF1 XPO6 XPO7 XRCC5 YWHAQ ZNF131 MORF_CNTN1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_CNTN1 ACKR2 ACR ADAM15 ADAMTSL2 ADSL AMELX ANKRD12 APOBEC3C ARAF ARHGEF1 ARSL ARVCF B4GALT3 CAMK2B CASP2 CELA2A CNOT4 CNP CNPPD1 CNTN1 CRYBA4 DGCR11 DRG2 EFNA3 EML3 ENTREP3 FKBP15 FZR1 GHITM GLP1R GPA33 GPR161 GPR35 GPRIN2 GRK2 GSK3A GTF2F1 H6PD HSF4 HTR2A IFT140 IGHMBP2 IGSF9B IKBKG ITGA10 ITGAD KAT7 KCNH2 KHNYN KIF1C KIF21B LINC00928 LMTK2 LSM12 LYZL6 M6PR MGAT1 MMP25 MOK MPP2 MVK NDST1 NHERF2 NUDT3 ODF1 ORC1 P2RY11 PAIP2B PAX8 PCBP3 PDPK1 PFDN1 PFKFB2 PITPNM1 PKMYT1 PLEKHG3 PNMT PRKCSH PRPH PSD4 PTGER3 PTPN9 RAP1GAP2 RBM8A RPA2 RXRB SIK3 SLC12A4 SLC22A24 SNW1 TAFAZZIN TCOF1 TGFB1 TMEM94 TNK2 TPMT TRA2A TSPO2 TUB UBE3B USP11 USP19 VAMP1 XRCC2 ZBED1 ZFPL1 ZKSCAN3 ZNF337 MORF_CSNK1D https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_CSNK1D ADAM15 AGPAT1 ALDH4A1 ARPC4 ATG9A B4GALT3 BAHD1 BECN1 BRD3 CHD8 CIB1 CNP CSNK1D DDB1 DHRS1 EML3 FAM89B GFUS GPR35 IKBKG KDM5C KHNYN LSM12 METAP1 MFN2 MGAT1 MKRN1 MORC3 MR1 MRPL28 MTX1 NAP1L4 NELFB NFYB NUDT3 OTUB1 PARN PCBP3 PCGF1 PCGF2 PHB1 PLIN3 PML POLR2A PPP1R10 PRKAG1 PRKCSH RAB1A RABAC1 RABGGTA RAF1 RASSF7 RNF103 RPRD2 SDR39U1 SFSWAP SH2B1 SLC25A36 SLC9A1 SRRT SS18 ST14 STAT3 STK19 TERF2IP TIAL1 TPR TUBGCP2 ZBED1 ZC3H3 ZFTRAF1 MORF_CSNK2B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_CSNK2B ACLY ACOT13 ACOT7 ACP1 AFG3L2 AKR7A2 ALG8 ANAPC5 ANP32B AP2M1 AP2S1 AP3D1 AP3S1 ARF3 ARHGDIA ATIC ATP5F1A ATP5F1D ATP5MC1 ATP5MC3 ATP5MF ATP5PD ATP5PF ATP5PO ATP6AP1 ATXN10 BAG6 BANF1 BCAP31 BUB3 BZW1 C1QBP CALM3 CANX CAP1 CBX3 CCT2 CCT3 CCT5 CCT7 CDC123 CDC23 CDK4 CHD4 CHERP CLPP CLTA COA1 COMMD4 COPE COPS5 COX4I1 COX5A COX5B COX6A1 COX6B1 COX6C CS CSNK2B CTBP1 CTDNEP1 CYC1 CYCS DAP DAP3 DARS1 DCTN2 DDOST DDX1 DDX19B DDX39B DDX49 DEK DGUOK DHCR7 DHX16 DOCK3 DRG1 DYNLL1 EEF1E1 EI24 EIF2B4 EIF3B EIF3C EIF3I EIF3K EIF4A1 EIF4B EIF4E2 EIF4G1 EIF4H ELOC ERH ERP29 ESPL1 FAM120A FBL FEN1 FIBP FUS G3BP2 GANAB GGCT GLB1 GLO1 GMPS GNB1 GNB2 GNG5 GPI GPN1 GPX4 H2AZ1 H2AZ2 HADHA HADHB HAT1 HAX1 HCCS HDAC1 HDDC2 HDGF HMGN1 HNRNPA2B1 HNRNPA3P1 HNRNPAB HNRNPC HNRNPUL1 HSP90AA1 HSPA9 HSPD1 HUWE1 IDH3G IFRD1 ILF3 IMPDH1 JTB KARS1 KDELR1 KHDRBS1 KIF2A KPNA2 KXD1 LAGE3 LARP1 LMNB2 LSM2 LSM3 LSM4 LSS LYPLA1 MAEA MAP2K2 MBTPS1 MCM7 MDH1 MFAP1 MPV17 MRPL9 MRPS18B MTDH NAA10 NARS1 NDUFAB1 NDUFB3 NDUFC1 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS8 NDUFV1 NDUFV2 NHP2 NONO NRDC NSDHL PARK7 PCLAF PCNA PDAP1 PDCD6 PDHB PHB2 POLR2I PPM1G PPP1CA PPP1R7 PPP2R1A PRDX3 PRMT1 PRPF31 PRPS2 PRRC2C PSMB1 PSMB2 PSMB4 PSMB7 PSMD8 PSMD9 PTGES3 PTOV1 PTPN11 PUF60 RAC1 RAD21 RAD23A RAD23B RALY RAN RARS1 RBBP4 RBM14 RBMX RER1 RFC2 RHEB RNPEP RUVBL2 SCAMP3 SDHA SDHB SEC13 SEC24C SEM1 SET SF3A1 SF3A2 SF3B2 SKP1 SLC1A5 SLC25A3 SLC3A2 SLC4A2 SMARCD2 SMG7 SNRNP200 SNRPA SNRPA1 SNRPD2 SNRPE SNRPG SNX3 SOD1 SRP9 SRSF1 SRSF3 SRSF9 SSBP1 STARD7 SUMO1 SUMO2 SYPL1 TAF11 TARDBP TBL3 TCEA1 TECR TMBIM6 TMED9 TMEM147 TRAPPC3 TRIM28 TUBB2A TUFM U2AF1 UBA1 UBA2 UBAP2L UBE2L3 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRH URM1 VBP1 VDAC1 VDAC2 VPS26A VPS52 XPO7 XRCC6 YWHAB YWHAE YWHAQ MORF_CTBP1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_CTBP1 ACAA1 ACLY ACP1 ADD1 ANAPC5 ANP32B AP1B1 AP2M1 AP3D1 AP3S1 ARFGAP2 ARHGAP1 ARPC2 BAG6 BTF3 CALM2 CANX CAP1 CAPZA1 CAPZB CBX3 CCT2 CCT7 CHD4 CLTA CNBP COPS5 COPS6 COX4I1 COX5B COX6B1 COX7C CSK CSNK2B CTBP1 CTDNEP1 CYC1 DAP3 DAZAP2 DDX39B DDX49 DEK DHX38 DIAPH1 DICER1 DNAJC8 DRG1 DYNLL1 EFCAB14 EIF1AX EIF3H EIF3K EIF4G2 EIF4H FAM120A FAM168B FBXO9 FNTA GAK GANAB GATD3 GDI2 GMFB GNB1 GNB2 GPAA1 GPN1 H2AZ2 HADHA HADHB HDAC1 HDGF HMGN1 HNRNPAB HNRNPC HNRNPD HNRNPK HNRNPUL1 HSP90AA1 IDH3B IMPDH1 IST1 JTB KARS1 KHDRBS1 KXD1 LYPLA1 LYPLA2 MAEA MARK3 MBD4 MDH1 MGRN1 MRPL23 MRPL9 MRPS12 MTDH NACA NARS1 NCL NDUFA2 NDUFS3 NDUFS4 NDUFV1 NONO NRDC PARK7 PCBP2 PCMT1 PGK1 PIEZO1 PIN1 POLR2I PPP1CA PPP1R7 PPP2R1A PSMA4 PSMB1 PSMB7 PTBP1 PUF60 RAD23A RAN RHEB RHOA RNPS1 RPN1 SEPTIN2 SET SETD3 SF3B2 SLC25A3 SNRNP200 SNRNP70 SNRPE SNX3 SRP14 SRP9 SRSF9 SSR2 STARD7 SUMO1 SUMO2 SUMO3 SYPL1 TADA3 TARDBP TIAL1 TMED2 TRAPPC3 U2AF1 UBA1 UBA2 UBE2I UBE2L3 UQCRB UQCRFS1 VDAC2 VPS52 WDR1 XPO1 XPO7 XRCC5 XRCC6 YWHAB YWHAQ YWHAZ ZNF384 MORF_CTSB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_CTSB ABCB1 ADAM20 ADAMTSL3 ADRB1 AKAP3 AMMECR1 ANXA10 APOBEC1 ARFGEF2 ATF2 ATF6B ATP2B2 ATP4B ATP8A2 ATXN3 B4GALT6 BRD4 BRINP3 CA3 CADM4 CALN1 CAMK4 CAMTA1 CBLN1 CCN6 CCR3 CDC73 CDH8 CDKL5 CDR1 CEP162 CHRNB4 CLCN3 CMKLR2 COL19A1 COL8A1 CPB2 CRHR1 CTSB CYP2E1 DAZL DGCR5 DMD DMPK DNAJC22 DRD1 EDIL3 EDN3 EXOC4 F2RL1 FGA FOSL1 FSHR FZD5 GABRB2 GCM1 GHRHR GJB5 GLRA3 GNG4 GPD2 GPR15 GPR171 GPR18 GPR19 GRIK1 HCRTR2 HNF1A HOXB7 HOXC11 HSD3B2 HTR1E IFNA1 IFNA10 IFNA14 IFNA2 IFNW1 IL4 IL7 IPO9 ITGBL1 JADE3 JRKL KCNA5 KLRC4 KPNA1 KRT2 KRT34 LDB3 LECT2 LGI1 LILRA1 LILRA4 LPAR4 LRP4 LRP6 MAGEA8 MAGEA9 MAP2 MAP2K7 MC5R MDM2 MINDY2 MLLT10 MPP3 MPZL1 MYH2 MYT1 NEB NHEJ1 NPAS2 NPFF NR1I2 NR3C2 NTNG2 OR2B6 OR7A5 OTC P2RY10 PART1 PAX6 PCDHB17P PCM1 PDE6A PDE6H PHF10 PHOX2B PLPPR4 PLXNA3 POLR1HASP PPM1E PRKCA PRPS1L1 PSD PSG1 PTPN20 PTPRR PVR RAD51D RB1CC1 RBBP7 REPS2 RNF24 RORB RREB1 RSC1A1 RXRG RYR3 SEMA6A SERPINA4 SIX6 SLC14A2 SLC15A1 SLC17A1 SLC17A3 SLC46A3 SLC4A4 SLC6A2 SMYD3 SOCS6 SOX11 SPA17 SPRR2C SRPK3 ST8SIA1 STAC SULT4A1 SUPT3H TACC2 TANC2 TBX19 TBXT TENM4 TLL1 TNIK TNK1 TRIO TSHB TTTY1 UBE4B USP46 ZBTB14 ZBTB40 ZNF132 ZNF157 ZNF202 ZSCAN26 MORF_CUL1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_CUL1 AATF AFG3L2 AP3D1 ARCN1 ARPC5 BRD8 BZW1 CAPZA1 CS CTDNEP1 CUL1 DAXX DDB1 DEK DHX38 DNAJC8 DRG1 EIF1AX EIF2S2 EIF4H GAK GPAA1 GPN1 HDAC2 HNRNPA2B1 HNRNPAB HNRNPM HNRNPU HSPA8 ICE1 ILF2 IMMT KARS1 KHDRBS1 KXD1 LRPPRC MDH1 METAP1 MTOR NONO NUP188 NUP62 POLR2A POLR2I PPP2CA PRPF31 PSMA4 PSMB2 PUF60 PWP1 RAD21 RTCB RTN4 SART3 SDHA SMNDC1 SMS SNRNP200 SSB SSBP1 STARD7 SUMO2 TARDBP TIAL1 TRAPPC3 TXLNA UBE2L3 XPO6 XPO7 YWHAQ ZPR1 ZZZ3 MORF_DAP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_DAP AKR7A2 AP2S1 AP3S1 ARF3 ARF4 ATP6AP1 ATP6V1A BCAP31 CALM3 CANX CLTA COPE COPS5 CSNK2B DAP DCTN2 DDOST DHCR7 ENSA ERP29 F8A1 FAM120A GANAB GDE1 GGCT GLB1 GPX4 HADHA HADHB IDH3G KARS1 KDELR1 KPNA2 LSM3 LSS MAML1 MDH1 MPV17 MTDH NDUFC1 NDUFS1 NDUFS8 NSDHL PDCD6 PPM1G PPP1CA PPP2R1A PRDX3 PSMB2 PSMD8 PSMD9 PTOV1 RAC1 RAD23B SDHA SEC13 SEC24C SEM1 SF3B2 SKP1 SLC35A1 SMARCD2 SMG7 SOD1 SREBF1 SSR4 SUMO1 SYPL1 TECR TMBIM6 TMED2 TRAPPC3 TRIM28 UBE4A VBP1 VPS26A WBP2 YWHAB MORF_DAP3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_DAP3 AATF ACLY AFG3L2 AHCYL1 ALG3 ANAPC5 AP2M1 ARFGAP2 ARPC5 ATP5MC3 ATP5MF ATP6V1F ATXN10 BAG6 BANF1 BRD3 BRD8 BUB3 CALM2 CANX CAPZA1 CAPZB CBX3 CCT2 CCT3 CCT7 CLNS1A CNBP COPS5 COPS6 COX4I1 COX5B COX6A1 COX6B1 COX7A2L COX7B COX7C COX8A CS CSNK2B CTBP1 CTDNEP1 CYC1 DAP3 DDB1 DDOST DDT DDX39B DDX49 DEK DGUOK DNAJC8 DNPEP DRG1 DYNLL1 EBP EIF1AX EIF2B4 EIF2B5 EIF3I EIF3K EIF3M EIF4A2 EIF6 EPRS1 FAM120A FBXW11 FDPS FIBP GANAB GATD3 GDI2 GPAA1 GPN1 HADHB HAX1 HNRNPA2B1 HNRNPAB HNRNPC HNRNPUL1 HSP90AB1 HSPA8 HSPD1 HUWE1 IDH3B IK ILF2 IMPDH1 JTB KARS1 KHDRBS1 KXD1 LRPPRC LSM2 LYPLA1 MARCHF7 MDH1 METAP1 MRPL23 MRPL9 NAP1L4 NCBP2 NCL NDUFB5 NDUFS3 NDUFV1 NELFB NIPSNAP1 NIPSNAP2 NONO NRDC NUP188 OXA1L PARK7 PDAP1 PDHB PGK1 PHB2 PIGC PIN1 POLR2H POLR2I POP5 PPP1R11 PPP1R7 PPP2R1A PRKAG1 PRKAR1A PSMB1 PSMB2 PSMB3 PSMB4 PSMB6 PSMB7 PSMD2 PSMD8 PUF60 PUM2 RALY RAN RHEB RPN2 RPP40 RTCB RUVBL2 SARS1 SDHA SDR39U1 SEC61B SERP1 SET SETD3 SLC25A3 SLC25A5 SLC30A9 SMARCC2 SMNDC1 SNRNP200 SNRPA SNRPB SNRPE SP3 SPCS2 SRP14 SRP9 SRSF9 SSR2 STARD7 STOML2 SUMO1 SUMO2 TBCB TBL3 TCEA1 TIAL1 TMEM147 TRAPPC3 TUFM UBA1 UBE2I UBE2L3 UQCRB UQCRH VDAC2 VGLL4 XPO1 XPO7 XRCC5 YWHAB YWHAQ YWHAZ ZC3H15 ZNF146 ZNHIT3 ZPR1 MORF_DCC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_DCC ADAM7 ADGRB3 AKAP4 AKAP5 AKR1D1 ANGPTL7 AP4E1 ART3 ASTN1 ATG4B ATRNL1 AVPR1A BAAT BMPER BMPR2 BRDT C18orf25 CASQ2 CBLIF CHRNA3 COCH CRISP1 CRISP2 CST5 CUL3 CXCL6 DCAF4 DCC DFFB DMP1 DOC2A DZIP1 EIF2B1 EPHA7 FAM13C FOXN2 FRK GABRA6 GCNT2 GK2 GLDC GNA12 GPR176 GPR4 GRM8 HCG4 HDAC9 HOXD9 HSD17B2 IFNA4 IFNAR1 IFT88 IL9 IPO8 IREB2 IRGC KALRN KRT37 LCAT LCMT2 LCT LRRTM2 MINAR1 MLLT3 MPPED2 MTRF1L MYH7 MYT1 ODF2 OPHN1 ORC4 OSGIN2 PDCL PPP6R2 PRORP PSMD4P1 PTPRJ RBM17 RETREG1 RFPL1S RFPL3S RFX1 RFXAP RPGRIP1 RPGRIP1L SERPINC1 SLCO1B1 SLCO2A1 SLITRK2 SMG7-AS1 SPAG8 SSX2IP ST8SIA4 STARD13 TAF4 TBC1D12 TBC1D31 TCF15 TMEM8B TNFSF11 TNNI2 TPH1 TRIM9 TRPC3 TTF1 UGT2B4 VPS41 WIPF1 ZNF10 ZNF154 ZNF177 ZNF264 MORF_DDB1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_DDB1 AATF ABCF1 ABR ACTL6A ACTN4 ADAM15 AFG3L2 AGPAT1 AHCYL1 ALDH4A1 ALG3 ANKRD17 AP3B1 ARCN1 ATG9A ATP6V1F ATXN2 ATXN2L B4GALT3 BAHD1 BECN1 BMS1 BPHL BRD3 BRD8 CAD CALM2 CANX CAPZB CCT4 CDC25C CDK2 CETN3 CHD3 CIB1 CLSTN1 CLTC CNOT3 CNP COPS6 COX8A CPSF4 CS CSNK1D CSNK1G2 CSNK2A1 CSTF3 CTDNEP1 CUL1 CUL4B DAP3 DAXX DDB1 DDX11 DDX18 DDX39A DDX46 DENND4A DEXI DIMT1 DNAJC13 DNAJC7 DNAJC8 DNPH1 DOCK3 DRAP1 DRG1 EBP EHBP1 EIF2B5 EIF2S1 EIF6 ELK1 EML3 ENTREP3 EPRS1 ERCC2 ESYT1 EXTL3 FANCG FDXR FOXK2 GFUS GLUD1 GNL2 GOLGA3 GPAA1 HLTF HMGN4 HNRNPA2B1 HNRNPAB HNRNPL HSPA8 HUWE1 IDH3B IKBKG ILF2 ILK ILVBL KAT2A KDM3B KHDRBS1 KPNA6 KXD1 LANCL1 LRPPRC MARS1 MCM2 MEA1 METAP1 MFN2 MGAT1 MLEC MMS19 MPST MRPL28 MTX1 MYCBP NAP1L4 NCBP2 NCOR2 NDST1 NDUFB5 NELFB NFRKB NFYB NONO NSL1 NUDT3 NUP188 NUP62 OARD1 OTUB1 PARG PARN PARP2 PCBP3 PCGF1 PCGF2 PDAP1 PDE6D PDIA4 PDXDC1 PEX6 PHB1 PHB2 PIN1 PKMYT1 PLIN3 PMS2P3 POLR2A POLR2C PPP1R11 PRDX4 PRKAG1 PRKCSH PRKDC PRPF31 PRPF4 PRPF8 PSMB6 PSMD2 PSMD3 PTPRA PUF60 PWP1 RAB1A RABAC1 RABGGTA RAC1 RAF1 RANBP3 RERE RING1 RPA2 RPRD2 RTCB RUVBL2 SARS1 SART3 SCARB1 SDHA SDR39U1 SEC23IP SEC31A SEC62 SEPTIN7 SERP1 SFSWAP SGTA SH2B1 SLC25A11 SLC4A2 SMAD2 SMARCC2 SMC5 SMNDC1 SNAPC5 SNRNP200 SPCS2 SPRN SRRT SS18 SSB SSR1 SSRP1 STARD7 STK19 STX3 SUMO2 SUMO4 TAF9 TBL2 TCEA1 TCOF1 TERF2IP TEX261 TFAP4 TIAL1 TMED1 TMEM94 TOMM34 TP53BP1 TPR TRIM27 TRIP13 TRRAP TTI1 TUBGCP2 TXLNA UBE2A UBE3C UFD1 USP5 VAMP3 VARS1 VGLL4 WDR18 WDR62 XPO6 XPO7 YIF1A YWHAQ ZNF271P ZNHIT3 ZPR1 MORF_DDX11 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_DDX11 ACKR2 ADAM15 ADAMTSL2 AGPAT1 ALDOC AMFR ANKRD12 AP3B1 AQP5 ARSL B4GALT3 BAHD1 BCL2 BPHL BTD CALCOCO1 CAMK2B CARD10 CASP2 CD8B CDK13 CDK5R1 CHD3 CIZ1 CLP1 CLPX CNP CNTN2 CPSF4 CRCP CRHR2 CRYBA4 CSNK2A1 CSTF3 DDB1 DDX11 DGCR11 DOK1 DPT ECE2 EIF5B EML3 ENTREP1 ENTREP3 EXTL3 F7 FANCG FDXR FKBP15 GALNT2 GCAT GHITM GPR35 GRIK5 GRK4 GTF2H3 HAUS5 HMG20B HMGXB3 HNRNPL HSF4 HSPB2 HTR4 HTR7 IFT140 IGHMBP2 IGSF9B IKBKG IMPA1 IRF2 IRF2BP1 KAT8 KHNYN KIFC3 KLHL18 KYAT1 LSM1 LSM12 LTK MC2R MCRS1 MGAT1 MOK MPP2 MR1 MSX1 MT4 MTX1 MYL2 MYO9B NCKIPSD NDST1 NELFB NFRKB NFYB NUDT3 PAX8 PCBP3 PCGF1 PFDN1 PHB1 PIGB PITPNM1 PKMYT1 PLIN3 PMF1 PML PPIL2 PRKCSH PRPH PRSS16 PTPN9 PVT1 RABGGTA RANBP2 RASSF1 RBBP8 RBM8A RPA2 RPS6KB2 SETD1B SFSWAP SH2B1 SIK3 SLC12A4 SLC22A24 SLC24A1 SLC25A11 SLC2A1 SLC30A1 SLC30A3 SLC5A2 SLC6A9 SPEF1 SPTB SSTR5 TBCD TCF7 TCOF1 TEX28 TLN2 TM4SF5 TMEM94 TNFRSF25 TNP1 TPR TRA2A TSPO2 TTI1 USP19 WDR62 WNT10B WWOX ZKSCAN3 ZNF500 ZNF592 MORF_DEAF1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_DEAF1 AFG3L2 AK2 AKR7A2 ANP32A ATP5MC3 ATP5PO CAMKK2 CDC16 CS DCTD DEAF1 DKC1 DNAJC11 EIF3I EPRS1 ESD FH GARS1 GTF2A2 HADH HDDC2 HNRNPR IARS1 IMMT IMPDH2 IPO7 KHSRP KXD1 LRPPRC LSM2 MRPS18B MRPS27 MTREX NDUFS2 NDUFS4 NDUFV1 NPM3 NUDC PABPC4 POM121 PPP1CC PRKDC PTDSS1 RAD23A SAFB SDHB SF3A3 SRP72 TARS1 TOMM70 TREX2 TXNL4A UPF3A VDAC2 VDAC3 XPO7 YARS1 MORF_DEK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_DEK AATF ACAA2 ACLY ACP1 ACYP1 AFG3L2 ANAPC5 ANP32B AP3S1 ARFGAP2 ARPC5 ATP5MC3 ATP5PF ATP5PO ATXN10 AURKB BANF1 BCL7B BRD8 BUB3 BZW1 C1QBP CALM2 CANX CAPZA1 CBX3 CCT2 CCT7 CDC123 CDK2 CHERP CLNS1A CLTC CNBP COA1 COPS5 COPS6 COX4I1 COX7A2L COX7B COX7C CRKL CS CSNK2B CTBP1 CTCF CTDNEP1 CUL1 CYC1 DAP3 DDX39A DDX39B DDX49 DEK DGUOK DHX38 DNAJC8 DOCK3 DRG1 DUT EBP EIF1AX EIF3H EIF3I EIF3K EIF3M EIF4A1 EIF4A2 EIF4H ERH ETF1 FAM120A FAM168B FBL FBXW11 FOXJ3 FUS G3BP2 GANAB GDI2 GNB1 GPAA1 GPN1 H2AZ1 H2AZ2 HADHB HAT1 HDAC1 HDAC2 HMGB2 HMGN1 HNRNPA0 HNRNPA2B1 HNRNPA3P1 HNRNPAB HNRNPC HNRNPD HNRNPK HNRNPM HNRNPR HNRNPU HNRNPUL1 HPRT1 HSP90AA1 HSPA8 HTATSF1 HUWE1 ICE1 IDH3B IFRD1 IFT25 IK ILF2 ILF3 IST1 ITGB3BP JTB KARS1 KDM3B KHDRBS1 KIF2A KRIT1 KXD1 LDHA LRPPRC LSM2 LSM7 LYPLA1 MARCHF7 MCM2 MDH1 METAP1 MRPL9 MSH2 MSH6 MTDH NACA NAP1L1 NAP1L4 NCL NDUFS3 NDUFV1 NIPSNAP2 NONO NSA2 NUDT1 NUP188 OXA1L PARK7 PCBP2 PCLAF PCMT1 PCNA PGK1 PHB2 PIN1 POLE3 POLR2A POLR2I POM121 PPM1G PPP2CA PRMT1 PRPF31 PRPF8 PRPS1 PRRC2C PSMA2 PSMA4 PSMB1 PSMB2 PSMB4 PSMB7 PUF60 PUM1 PUM2 R3HDM1 RAD21 RAD23A RAF1 RALY RAN RANBP1 RBMX RFC4 RHEB RNPS1 RPA1 RPL21 RPL36AL RPL6 RPS27A RTCB RTN4 SAFB SDHA SDR39U1 SEC61B SEC61G SEC63 SEM1 SEPTIN7 SERP1 SET SKP1 SLC25A3 SLC25A5 SMC1A SMNDC1 SNRNP200 SNRPA SNRPB SNRPE SOD1 SON SP3 SREBF2 SRP14 SRP9 SRRM1 SRSF1 SRSF3 SRSF9 SSB SSBP1 STARD7 STK24 STOML2 SUMO1 SUMO2 SUMO3 SYNCRIP SYPL1 TAF11 TARDBP TCEA1 TERF2IP TIAL1 TMEM123 TOP1 TRA2B TRAPPC3 TRIM28 TUFM U2AF1 UBA2 UBE2E1 UBE2I UBE2L3 UQCRB UQCRFS1 UQCRH USP1 VDAC2 XPO1 XPO6 XPO7 XRCC5 XRCC6 YWHAB YWHAQ YWHAZ ZC3H15 ZZZ3 MORF_DMPK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_DMPK ABCB1 ABCB10 ABO ADAMTSL3 AMMECR1 AMOT AOC4P APOBEC1 AQP7 ATF2 ATP6V0A2 ATP8B1 ATXN3 BARX2 BIRC5 BRD4 BRINP3 BRWD1 C2orf27A CACNA2D1 CADM4 CALN1 CAMK4 CAMTA1 CDC42BPA CDC73 CDYL CEP162 CFH CHRNB4 CLCN3 COL14A1 COL19A1 COL8A1 COQ7 CPB2 CPEB3 CRHR1 CTSB CXCL5 CYP1A1 CYP2E1 DDX52 DMD DMPK DNAJC22 DRD1 EDIL3 ELOVL6 EPB41L1 EPHB2 EXOC4 F2RL1 FBXL4 FGF18 FNTB FOSL1 FSHR FUT1 FZD5 GABRB2 GCA GCM1 GJB5 GLE1 GLRA3 GNA11 GNG4 GPR171 GPR19 GUCY2F HCRTR2 HEPH HNF1A HOXB7 HSD3B2 HTR1E IFNA1 IFNA10 IFNA14 IGKV7-3 IL13RA1 IPO9 ITGBL1 ITIH3 JADE3 JRKL KCNA5 KLRC4 KRT2 KRT34 LDB3 LGI1 LORICRIN LRP4 MAGEA8 MAGEA9 MAN1A2 MAP2 MC5R MDM2 MFN1 MLLT10 MNAT1 MPP3 MSH3 NEB NEDD4L NHEJ1 NPFF NR1I2 NR3C2 NTNG2 OR2B6 P2RY10 PAFAH1B2 PART1 PAX6 PCDH7 PCM1 PGM3 PHF10 PHLDB1 PHOX2B PIK3C2A PLPPR4 POLR1HASP POLR3F PPM1E PRKCA PSG1 PVR R3HCC1L RAD51D RB1CC1 RBMXL1 RORB RREB1 RSC1A1 RXRG RYR3 SERPINA4 SIX6 SLC15A1 SLC33A1 SLC46A3 SLC6A2 SPA17 SPRR2C ST8SIA1 STAG1 SULT4A1 SUPT3H SURF2 TANC2 TBX19 TBXT TLE1 TMEM184B TNK1 TRIO TSSK2 UBE4B USP46 WBP4 YES1 ZBTB14 ZBTB40 ZNF132 ZNF134 ZNF141 ZNF157 ZNF202 ZNF33B ZSCAN26 MORF_DNMT1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_DNMT1 AFG3L2 ANP32A ATP5MC3 ATP5PO BAZ1B BUB1B BUB3 CBFB CCT5 CDK11A CHAF1A CLPP CS DDX19B DKC1 DNAJC11 DNAJC9 DNMT1 DUT EBNA1BP2 EIF1AX EIF3I ESD ESPL1 FH FUS GARS1 GNB1 GOT2 GTF2A2 H2AZ1 HADH HCFC1 HDAC2 HDDC2 HNRNPA2B1 HNRNPD HNRNPM HNRNPR HNRNPU IARS1 IMMT KHDRBS1 KHSRP KXD1 LBR LMNB2 LRPPRC LSM2 MAPRE1 MCM2 MCM3 MCM5 MCM6 MRPS27 MTREX NAE1 NASP NONO NSD2 NUDC NUDT1 NUP188 PABPC4 PDIA6 PMEL POLA2 POM121 PPIE PPM1G PPP1CC PRKDC PRPF8 PTGES3 R3HDM1 RAD23A RAD54L RFC4 RPIA RRM1 RUVBL2 SAFB SF3A3 SLBP SMC3 SNRNP200 SNRPA SPAG5 SREBF2 SRPK1 SRRM1 SRSF1 SSBP1 SSRP1 STMN1 TARDBP TARS1 TCEA1 TCERG1 TCP1 TFDP1 TNPO3 TRA2B TREX2 TRRAP TUBA3C TXNL4A TYMS UPF3A USP1 VDAC2 VDAC3 XPO1 XPO7 XRCC5 YARS1 ZNF131 ZWINT MORF_EI24 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_EI24 AARS1 ABCF1 ACTL6A AFG3L2 AHSA1 AKR7A2 ALG3 ALG8 AP2S1 ATP5MC3 ATP5PF ATP5PO ATXN10 BAZ1B BCAP31 BUB1 BUB3 CALM3 CCNB1 CCT3 CCT5 COQ9 CS CSNK2B CYCS DDX19B DEXI DGUOK DKC1 DNAJC11 DOCK3 DYNLL1 EI24 EIF2S2 EIF4G1 EPRS1 ESD F8A1 FAM120A FH G3BP2 GANAB GARS1 GLB1 GLO1 GNB1 GNG5 GOT2 GTF2A2 H2AZ1 HAT1 HAX1 HCCS HDAC2 HDDC2 HNRNPA2B1 HNRNPAB HSPE1 IARS1 IDH3G IFRD1 IMMT IPO7 KHSRP KXD1 LARP1 LSM2 LSM4 LYPLA1 MARS1 MCFD2 MDH1 METAP1 MFAP1 MLEC MRPS18B MTCP1 MTREX NAA10 NCBP2 NCOR2 NDUFB3 NDUFC1 NDUFS2 NDUFV1 NSDHL NUDC NUP62 PDHB POLR2I PPM1G PPT1 PRDX3 PRDX4 PRKDC PRPS2 PSMB2 PTGES3 RAC1 RAD23A RFC4 RHEB RNPEP RTN4 RUVBL2 SART3 SCARB1 SDHA SDHB SEC24C SERP1 SLC1A5 SLC3A2 SNRNP200 SNRPA SOD1 SRSF1 SSB SSBP1 SSRP1 STARD7 STK24 TARS1 TCEA1 TM9SF2 TM9SF4 TMED9 TMEM106C TOMM70 TRAPPC3 TRIP13 TUFM UBE2S VBP1 VDAC1 VDAC2 VDAC3 VPS26A XPO7 XPOT YARS1 ZNRD2 ZWINT MORF_EIF3S2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_EIF3S2 AATF ACLY ACP1 AFG3L2 AK2 AKR7A2 ALG3 ANAPC5 AP3S1 ARIH2 ATF4 ATP5F1A ATP5F1D ATP5MC1 ATP5MC3 ATP5PO ATXN10 BAG6 BAZ1B BRD8 BUB3 CAD CAPRIN1 CAPZA1 CBX3 CCT2 CCT4 CCT7 CDK2 CDV3 CEBPZ CELA2A CHAF1A CIAO1 CLNS1A CLPP COPS2 COQ9 CS CSK CSNK2B CTDNEP1 CYC1 CYCS DAP3 DCTD DDOST DDX19B DDX39B DDX49 DEAF1 DEK DEXI DGUOK DKC1 DNAJC8 DNMT1 DOCK3 DRG1 DUT EBP EIF1AX EIF2S2 EIF3D EIF3H EIF3I EIF3K EIF3M EIF4A1 EIF4EBP2 EIF4H EPRS1 ESD FAM168B FBL FH FIBP FUS G3BP2 GANAB GCN1 GNB1 GNB2 GNG5 GPAA1 GPI GPN1 GTF2A2 H2AZ1 HADH HADHA HCCS HDAC2 HNRNPA2B1 HNRNPAB HNRNPC HNRNPD HNRNPR HSP90B1 HSPE1 HUWE1 IARS1 IDH3B IFRD1 ILF2 ILF3 IMMT IMPDH1 IMPDH2 KHDRBS1 KXD1 LDHA LDHB LRPPRC LSM2 LSM4 LSM7 LYPLA1 MAP2K2 MCM2 MDH1 MLEC MRPL9 MRPS18B MRPS27 MTREX MYDGF NAE1 NAP1L1 NAP1L4 NCL NDUFA7 NDUFS2 NDUFS5 NDUFV1 NONO NPM3 NSA2 NUDC NUDT1 NUP188 OXA1L PABPC4 PABPN1 PARK7 PCMT1 PDHB PDIA6 PGK1 PHB2 PIN1 PKMYT1 POLE3 POLR2A POLR2C POLR2I POM121 PPIB PPIE PPM1G PPP1CC PPP2R1A PRKAG1 PRKDC PRPF31 PRPF8 PRPS2 PSMA1 PSMB2 PSMB7 PSMD2 PTDSS1 PTGES3 RAD23A RAD54L RFC4 RHEB RNPEP RNPS1 RO60 RPA2 RPIA RPL14 RPN1 RSL1D1 RTCB RUVBL2 SAFB SAMM50 SDHB SERBP1 SERP1 SET SF3A2 SLC25A3 SLC25A5 SLC3A2 SLC4A2 SNRNP200 SNRPA SNRPE SOD1 SREBF2 SRM SRP72 SRRM1 SRSF9 SSB SSBP1 SSRP1 STARD7 SUMO2 TARS1 TBL3 TCEA1 TCOF1 TCP1 THOP1 TIMM17A TOMM20 TOMM70 TUBA3C TUFM TXLNA TXNL4A U2AF1 UBA2 UBE2I UBE2L3 UQCRFS1 UQCRH VARS1 VDAC1 VDAC2 VDAC3 WDR18 XPO1 XPO7 XRCC5 XRCC6 YARS1 YBX1 YWHAQ ZC3H15 ZNF131 ZPR1 MORF_EIF3S6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_EIF3S6 ACP1 ANAPC5 ANP32B AP3S1 ATP5PO BTF3 CANX CBX3 CCNI CCT2 CCT7 CNBP COPS5 COX4I1 COX5B COX7A2L COX7C CTDNEP1 CYC1 DAZAP2 DDOST DDX39B DDX49 DRG1 EEF1D EEF2 EIF3D EIF3E EIF3G EIF3H EIF3K EIF3M EIF4A1 EIF4A2 EIF4B EIF4H ERP29 FAU FBL GDI2 H2AZ2 HADHA HADHB HDAC1 HDGF HMGN1 HNRNPA1 HNRNPC HNRNPUL1 HSP90AA1 HSP90AB1 IFRD1 IST1 JTB KHDRBS1 KXD1 LETMD1 LYPLA1 MACROH2A1 MDH1 MRPL9 MTDH NACA NAP1L1 NCL NDUFS4 NDUFV1 NONO NPM1 PARK7 PCBP2 PCMT1 PPP2R1A PSMB1 RAB8A RACK1 RAD23A RAN RBMX RPL10A RPL14 RPL18 RPL21 RPL22 RPL24 RPL30 RPL5 RPL6 RPL7 RPLP2 RPS12 RPS24 RPS27A RPS6 RSL1D1 SET SF3A2 SH3BGRL SKP1 SLC25A3 SMARCD2 SNRPA SNRPE SNX3 SRP14 SRSF3 SRSF9 SSR2 STARD7 SUMO2 TAF11 TCEA1 TKT U2AF1 UBA2 UQCRB UQCRC2 UQCRFS1 UQCRH VDAC2 YWHAQ YWHAZ MORF_EIF4A2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_EIF4A2 ACP1 ACTG1 ANAPC5 ARL2BP ARPC3 ATF4 BRD2 BRD3 BRD8 BTF3 CALM2 CASC3 CCDC28A CCNI CLCN7 COX7A2L COX7C CRLF3 DAP3 DDX17 DDX39B DDX49 DDX5 DEK DNAJC8 DRG1 EEF1B2 EEF1G EEF2 EIF3D EIF3E EIF3F EIF3H EIF3M EIF4A2 EIF4G2 FAM168B FAU FOXJ3 GDI2 H3-3A HNRNPA1 HNRNPC HNRNPD HNRNPH3 HNRNPK HSP90AB1 IDH3B IK ILF2 JUND KHDRBS1 LSM14A LSM7 MACROH2A1 MYL6B NACA NAP1L1 NAP1L4 NCL NONO NPM1 NSA2 OXA1L PCBP2 PGK1 POLDIP3 PPP2R5A PRPF8 PTP4A2 PUM1 PUM2 RACK1 RBM5 RHOA RNF44 RNPS1 RPL10A RPL11 RPL13 RPL14 RPL17 RPL18 RPL19 RPL21 RPL22 RPL23 RPL24 RPL27 RPL30 RPL31 RPL34 RPL4 RPL5 RPL6 RPL7 RPL9 RPLP2 RPS12 RPS24 RPS25 RPS27A RPS3A RPS6 RPS7 RXRB SARAF SDR39U1 SEPTIN7 SLC25A3 SLC25A6 SMARCC2 SNRNP200 SNRNP70 SRP14 SRSF11 SRSF2 SUMO2 TERF1 TERF2IP TIAL1 TLE5 TMEM123 TOP2B TPT1 UBA2 UBB UBC UBE2I UQCRH XPO1 YBX1 YWHAQ YWHAZ ZBED1 ZC3H15 ZFPL1 ZNF384 MORF_EIF4E https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_EIF4E ABCF1 ACTL6A AFG3L2 AIMP1 ANKRD17 ANP32E BAHD1 BMS1 CCNF CCT4 CDC7 CDK11A CEBPZ CLP1 CLPX COQ2 CPSF4 CSTF3 CTR9 DDX18 DDX39A DDX46 DIMT1 DLAT DNAJC7 EIF4E EIF5B EXTL2 GLMN GNL2 GRB10 GTF2A2 GTF2H3 HDAC2 HMGN4 HNRNPL IDH3A IFRD2 IMMT INTS10 KATNA1 KDM3B LANCL1 LARS2 MARS1 METAP1 MFN2 MMS19 MZF1 NDUFAF1 NELFA NFRKB NKRF NUDT13 NUFIP1 NUP188 NUP62 NUP93 NXT2 OARD1 PEX3 PMS1 POLA1 PSMD3 PTPN7 RANBP2 RAP1A RFC1 RTCA RUVBL1 SEC63 SFSWAP SGTA SUCLA2 TAF2 TFAP4 THOC2 TPP2 TRIM27 TTI1 USP14 VARS1 XPO6 ZMYM4 ZPR1 MORF_EPHA7 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_EPHA7 ABHD5 ADAM7 ADGRB3 AKAP5 AKR1D1 ANGPTL7 AP4E1 ART3 ASTN1 ATG4B ATRNL1 AVL9 AVPR1A BAAT BHMT BMPER BMPR2 BNC1 BRDT C18orf25 C9 CASQ2 CBLIF CHRNA3 CNTF COCH CRISP1 CRISP2 CST5 CUL3 CXCL6 CYP1A2 DCAF4 DCC DFFB DIO1 DMP1 DOC2A DZIP1 EIF2B1 EPHA7 FAM13C FOXN2 FRK FSTL4 GABRA6 GCNT2 GK2 GPR176 GPR4 GRM8 H4C2 HCG4 HDAC9 HIPK2 HOXD9 HSD17B2 HSF2BP IFNA4 IFT88 IL18RAP IL9 IREB2 IRGC KALRN KCNH1 KRT37 LCAT LCMT2 LCT LRRTM2 MAP3K14 MINAR1 MLLT3 MPHOSPH8 MPPED2 MTRF1L MYH7 MYT1 NACAD NALF2 NELL1 NMBR NPY5R ODF2 OPHN1 ORC4 PDCL PEX12 PHTF1 PPP6R2 PRM2 PRORP PSMD4P1 RAB3A RBM17 RFPL1S RFX1 RFXAP RPGRIP1 RPGRIP1L SAA4 SCN2A SEC14L2 SERPINA5 SERPINC1 SLCO1B1 SLCO2A1 SLITRK2 SMYD2 SPAG8 SPAM1 SSX2IP ST8SIA4 STARD13 SYT11 TAF4 TBC1D12 TBC1D31 TCF15 TCF21 TEKT2 TMEM8B TNFSF11 TNNI2 TPH1 TRIM9 TRPC2 TTC9 TTF1 UGT2B4 VPS41 WIPF1 WNT1 ZFY ZNF154 ZNF177 ZNF208 ZNF264 MORF_ERCC2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_ERCC2 AGPS AMFR ATRX B4GALT3 BAHD1 BPHL BTD CAMK2G CDK13 CHD3 CHD9 CLP1 CLPX CPSF4 CSTF3 DDB1 DENND4A DIMT1 DNAJC7 DOK1 DPT EIF5B ENTREP1 ERCC2 EXTL3 FANCG FDXR FRYL GLE1 GPATCH8 GRIK5 GRIP2 GSK3B HNRNPL HTR7 IMPA1 INPP5E INTS10 IRF2 ITIH4 JRK KIAA0586 KLHL18 KRT33A LAIR1 LEPROTL1 MC2R MFN2 MGAT1 MPST MRE11 MT4 MTX1 MUTYH NEK9 NFRKB NFYB NKRF NUMB OARD1 P4HA1 PARVB PAX8 PAX9 PAXIP1 PCGF1 PEX6 PIGB PIGF PIGR PIK3CB PLEKHB1 PLIN3 PPP5C PRELID3A PSMF1 RAP1A RASSF1 RBBP8 RERE RFC1 SCAMP1 SEC31A SFSWAP SH2B1 SIK3 SLC22A24 SLC24A1 SLC25A11 SLC30A3 SPEF1 SSTR5 TAF2 TAF5L TBC1D22A TLN2 TMEM11 TMEM94 TPR TRIM27 TTI1 WDR62 ZNF500 ZNF592 MORF_ERCC4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_ERCC4 ABCB1 ABCB10 ABCB9 ABCC8 ABO ACKR1 ADAM20 ADAMTSL3 ADCY3 AFF2 AMMECR1 AMOT AOC4P APOBEC1 AQP7 ARL3 ASB4 ATF2 ATP6V0A2 ATP8B1 ATXN3 BCL2L11 BMP10 BNIP1 BRCA1 BRD4 C1orf216 CACNA1C CACNA2D1 CACNB1 CADM4 CALN1 CAMK4 CASP10 CCL16 CCR3 CD8A CDC73 CDH4 CDYL CEACAM4 CELA2B CEP162 CFH CHRNB4 CLCN3 CMKLR2 COL14A1 COL19A1 COL4A4 COL8A1 COLGALT2 COQ7 COX6A2 CPB2 CPEB3 CRHR1 CTRL CXCL5 CYP11A1 CYP2C19 CYP2D6 CYP2E1 CYP4F2 DBT DGCR5 DMD DNAJC16 DOCK1 DRC3 DRD1 EDIL3 ELAVL2 EN2 ENTPD3 EPHB2 ERC1 ERC2-IT1 ERCC4 ETV3 EXOC4 EXOC6B F2RL3 FAS FBXL4 FGF18 FGF2 FIG4 FNTB FOSL1 FPR2 FRY FSHR FUT1 FZD5 GABRA1 GABRB2 GCA GCM1 GJB5 GLE1 GLRA3 GNG4 GNPAT GPLD1 GPR15 GPR171 GPR18 GPR19 GRIK1 GRIK5 GTSE1 GUCY2F H3C6 HABP4 HCRTR2 HNF1A HOXC11 HOXD4 HSD3B2 HTR1E HTR3A IFNA1 IFNA10 IFNA14 IFNA8 IFT27 IGKV7-3 IL11RA IL13 IL16 IPO9 IQCK IRS2 ISL1 ITGBL1 ITIH1 ITIH3 IVL JADE3 JRKL KCNA5 KCNJ6 KDR KLRC4 KNG1 KRR1 KRT2 KRT33A KRT34 KRT86 LECT2 LGI1 LILRA1 LORICRIN LPGAT1 LTBP4 LY9 MAGEA8 MAGEA9 MAGEC1 MAGI1 MAP2 MAP2K7 MAP3K1 MAPT MC5R MDM2 MEOX2 MFN1 MINDY2 MLLT10 MON2 MPZL1 MSH3 MSL3 MYL3 MYT1 NDP NEB NF1 NFAT5 NHEJ1 NMT2 NOS2 NOTCH4 NOVA1 NPAS2 NPFF NR0B2 NR1I2 NR2F1 NR3C2 NRP2 NRTN NRXN1 NTNG2 NXPE3 OCM OPLAH OPRL1 OR10H3 OR2B6 OSBP P2RY10 PAPPA2 PART1 PAX6 PAX7 PAX9 PAXIP1 PCDHGB7 PCM1 PDCD1 PDE4A PDE4D PDE4DIP PDE6A PDPN PGM3 PHF10 PHLDB1 PHOX2B PIK3C2A PIK3CB PKP1 PLA2R1 PLEKHB1 PLPPR4 POFUT2 POLR1HASP POLR2K POU6F1 POU6F2 PPM1E PPP1R12B PPP1R1A PPP2R5B PRELID3A PRIM2 PRKCA PSG1 PTPN20 PTPRB PVR R3HCC1L RAD51D RB1CC1 RGS7 RORB RPS6KA5 RREB1 RUFY3 RUNX2 RXRG RYR3 S100A5 SCAMP1 SCN7A SERPINA4 SGCD SGPL1 SIM2 SIX6 SLC15A1 SLC16A5 SLC17A3 SLC18A1 SLC22A6 SLC26A4 SLC33A1 SLC46A3 SLC4A3 SLC4A8 SLC6A2 SPA17 SPATA2 SPRR2C SRPK3 ST8SIA1 STAC STARD5 SULT2B1 SULT4A1 SUPT3H SURF2 SYNJ2 SYT5 TANC2 TBC1D22A TBX19 TBXT TENM4 TFDP2 TIE1 TMEM26 TPD52 TRIM24 TRIO TSPAN2 TSSK2 TTTY1 ULK2 UPK1A USP46 VKORC1 VSTM4 WBP4 ZBTB14 ZBTB40 ZNF133 ZNF134 ZNF141 ZNF157 ZNF200 ZNF202 ZNF266 ZNF33B ZNF500 ZP2 ZSCAN26 MORF_ERH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_ERH ACLY ACP1 ATP5F1C ATP5MC1 ATP5MC3 ATP5MF BANF1 BZW1 C1QBP CALM2 CBX3 CCT2 CCT3 CCT7 CDC123 CNBP COPS5 COX4I1 COX5B COX6A1 COX6B1 COX7B COX7C CSNK2B CYC1 DDX49 DEK DRG1 DYNLL1 EEF1E1 EIF3C EIF3K EIF4A1 EIF4H ELOC ERH GANAB GDI2 H2AZ2 HAX1 HDAC1 HMGN1 HNRNPA3P1 HNRNPC HNRNPUL1 HPRT1 HSP90AA1 HSPD1 IFT25 JTB KARS1 KXD1 MDH1 NARS1 NCL NDUFA1 NDUFA2 NDUFAB1 NDUFS3 NEDD8 NME1 NONO PARK7 PCNA PDCD6 PHB2 POLR2G POLR2I PRDX1 PRMT1 PSMA2 PSMA4 PSMB1 PSMB3 PSMB4 PSMB7 PSMC1 PSMD8 PUF60 RALY RAN RHEB RNPS1 SET SLC25A3 SNRPB SNRPB2 SNRPD2 SNRPE SNRPG SOD1 SRP14 SRP9 SRSF3 SRSF9 STARD7 STOML2 STRAP SUMO2 SUMO3 TRIM28 TUFM U2AF1 UBA2 UBE2I UBE2L3 UQCRB UQCRFS1 UQCRH UTP18 XRCC6 YWHAB YWHAQ YWHAZ YY1 MORF_ESPL1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_ESPL1 AFG3L2 ATP5MC3 ATP5PO AURKB BAZ1B BUB1 BUB1B BUB3 CCT5 CHERP CLPP CS CSNK2B CYCS DDX19B DNAJC9 DNMT1 ESPL1 FEN1 FOXM1 FUS GLO1 GNB1 GOT2 H2AZ1 HAT1 HCFC1 HNRNPA2B1 HNRNPAB HNRNPD KHSRP KIF11 KIFC1 LMNB2 MCM2 MCM3 MCM6 MFAP1 NSD2 NUDC NUDT1 PLK1 POLA2 PPM1G PPP1CC PRPS2 PSMB2 PTGES3 RAD23A RFC4 RRM1 SNRPA SSBP1 SSRP1 TARDBP TFDP1 TRIM28 TYMS VDAC1 YARS1 ZWINT MORF_ESR1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_ESR1 ABCB9 ABO ADCY3 ADCYAP1 AFF2 AMFR AQP5 AQP7 ARL3 ATP6V0A2 ATRX BARX2 BCL2 BMP10 BNIP1 BRCA1 BRD1 C1orf216 CAMK2G CASP10 CD6 CDK13 CEP135 CEP162 CFH CHD9 CLOCK CLPX COLQ COX6A2 CRHR1 CRYAA CTRL CYP11A1 CYP2E1 DAPK2 DGCR5 DNAJC16 DOK1 DPT DRC3 DTNA ECE2 ELAVL2 ENTREP1 EP400 ERC1 ESR1 ETV3 FIG4 FLT1 FNTB FOSL1 FRYL FUT6 GJB5 GLE1 GNPAT GPATCH8 GPR19 GRIK5 GRIP2 HOXD4 HTR4 HTR7 IKBKE IL13 IL16 IPCEF1 IRF2 ITIH4 ITPR2 IVL JRK KAT8 KIAA0586 KLHL18 KRR1 KRT1 KRT2 KRT33A KRT86 LPGAT1 LTBP4 MAGEA9 MC2R MC5R MFN1 MGA MLN MPP2 MSH3 MSL3 MSX1 MT4 MYC MYO9B NCKIPSD NF1 NFX1 NOS2 NPFF NR1I2 NRTN NTNG2 NXPE3 P2RY10 PAX7 PAX8 PAX9 PAXIP1 PCF11 PHF10 PIAS2 PIGB PIGR PIK3CB PLEKHB1 POLR2K POU6F1 PPP1R3D PRELID3A PRKACA PRSS16 PSG1 PSMF1 PVR RASSF1 RBBP8 RPS6KB2 RUNX1 RXRG SCAMP1 SCAPER SIX3 SLC13A2 SLC16A5 SLC22A24 SLC22A6 SLC2A1 SLC30A3 SLC4A3 SLC5A2 SLC6A11 SMG1 SSTR5 STK17A SULT2B1 SULT4A1 SYT5 TACC2 TAF2 TBC1D22A TBX19 TBX5 TFDP2 TMEM11 TMEM94 TNFRSF25 TRIM24 TTI1 UBE4B UTRN WT1 ZBTB22 ZKSCAN3 ZNF133 ZNF134 ZNF157 ZNF500 ZNF592 ZNF710 MORF_ETV3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_ETV3 ABCB9 ABO ADCYAP1 AFF2 AQP7 ARL3 BCL2 BMP10 CHST7 COX6A2 CTRL CYP11A1 DAPK2 DNAJC16 DPT DRC3 EPHB2 ERCC4 ESR1 ETV3 FNTB GJB5 GLE1 GRIK5 GRIP2 HOXD4 HTR1B HTR7 ITIH4 IVL KLHL18 KRT33A KRT33B KRT86 LTBP4 LY9 MAGEA9 MC5R MLN MSX1 MYO9B NCKIPSD NF1 NRTN NXPE3 P2RX7 PAX7 PAX9 PIGR PIK3CB PLEKHB1 POU6F1 PRELID3A RXRG SLC13A2 SLC16A5 SLC2A1 SLC30A3 SLC4A3 SULT4A1 SYT5 TBC1D22A TBX19 TNFRSF25 UTRN MORF_FANCG https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_FANCG ACKR2 ADAM15 ADAMTSL2 AGPAT1 AMFR AP3B1 AQP5 ARSL ATRX B4GALT3 BAHD1 BCL2 BMS1 BPHL BTD CALCOCO1 CARD10 CCNF CD8B CDC25C CDK13 CHD3 CHD9 CLP1 CLPX CNP CPSF4 CRHR2 CRYBA4 CSNK2A1 CSTF3 DAXX DDB1 DDX11 DIP2C DKK4 DNA2 DNAJC7 DOK1 DTNA ECE2 EIF5B EML3 ENTREP1 ENTREP3 ERAL1 ERCC2 EXTL3 F7 FANCG FDXR FRYL GALNT2 GFUS GRIK5 GRIP2 GSK3B GTF2H3 HAUS5 HNRNPL HSF4 HSPB2 HTR4 HTR7 IGSF9B IKBKG ILVBL IMPA1 IPCEF1 IRF2 IRF2BP1 JRK KDM3B KIFC3 KLHL18 KMT2D LBP LDB1 LEPROTL1 LSM1 LSM12 MC2R MEA1 MFN2 MGAT1 MKI67 MOK MPP2 MR1 MSX1 MT4 MTX1 MYO9B NDST1 NELFB NFRKB NFYB NKRF NUDT3 NUP188 NUP62 OARD1 PAFAH1B1 PARN PAX8 PAXIP1 PCBP3 PCGF1 PCGF2 PHB1 PIGB PIGR PITPNM1 PKMYT1 PKN2 PLIN3 PMF1 PML POLR2A PPIL2 PPP5C PRKAG1 PRKCSH PSMD3 PVT1 PWP1 RANBP2 RASSF1 RBBP8 RERE RFC1 RPA2 RPRD2 RPS6KB2 SEC31A SFSWAP SH2B1 SIK3 SLC12A4 SLC22A24 SLC24A1 SLC25A11 SLC2A1 SLC30A3 SLC4A3 SLC5A2 SLC6A9 SMC5 SPEF1 SRRT SS18 SSTR5 STK19 TAF2 TCOF1 TFAP4 TMEM11 TMEM94 TPR TTI1 WDR62 WWOX XPO6 ZKSCAN3 ZNF271P ZNF500 ZNF592 MORF_FBL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_FBL AHCY ANAPC5 ANP32B ATP5F1A ATP5F1D ATP5MC1 ATP5MC3 ATP5PO ATXN10 AURKB BANF1 BTF3 BUB3 C1QBP CBX3 CCT2 CCT3 CCT7 CDC123 CLNS1A COA1 CS CSNK2B CYC1 CYCS DDOST DDX49 DEK DOCK3 DRG1 EEF1E1 EIF3B EIF3C EIF3E EIF3G EIF3I EIF3K EIF4A1 EIF4B EIF4H FAU FBL FIBP FUS GPI H2AZ1 HCCS HDGF HMGN1 HNRNPA1 HNRNPA2B1 HNRNPA3P1 HNRNPAB HNRNPC HNRNPUL1 HPRT1 HSP90AA1 HSP90AB1 HSPD1 IDH3B ILF2 ILF3 IMPDH2 JTB KARS1 KHDRBS1 KXD1 LSM2 LSM4 LSM7 LYPLA1 MCM2 MCM7 MRPL9 NAP1L1 NCL NDUFS3 NDUFV1 NME1 NONO NUDT1 PARK7 PCNA PDAP1 PHB2 POLE3 POLR2I PPM1G PPP2R1A PRMT1 PSMB1 PSMB2 PSMB7 PSMD8 PTGES3 PUF60 RAD23A RALY RAN RBBP4 RBMX RNPS1 RPL10A RPL14 RPL6 RSL1D1 RUVBL2 SERBP1 SET SF3A2 SLC25A3 SNRPA SNRPA1 SNRPB SNRPD2 SNRPE SOD1 SRSF3 SRSF9 SSBP1 STARD7 SUMO2 SUMO3 TAF11 TARDBP TBL3 TMEM147 TOMM20 TRIM28 TUFM U2AF1 UBA2 UBE2I UBE2L3 UQCRFS1 UQCRH VDAC2 XRCC6 YBX1 YWHAQ MORF_FDXR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_FDXR ABHD14A ACKR2 ADAM15 ADAMTSL2 AGPAT1 ALDOC AMFR ANKRD12 AP2A2 AP3B1 AQP5 ARSL ATRX B4GALT3 BAHD1 BCL2 BPHL BTD CALCOCO1 CAMK2B CAMK2G CARD10 CASP2 CBARP CD6 CD8B CDK13 CDK5R1 CEP135 CHD3 CHRND CLOCK CLP1 CLPX CMA1 CNP CNTN2 COLQ CPSF4 CRCP CRHR2 CRYAA CRYBA4 CSNK2A1 CSTF3 CYP11A1 CYP19A1 CYP4F12 DAPK2 DDB1 DDX11 DDX51 DGCR11 DHRS1 DIP2C DKK4 DOK1 DPT ECE2 EFNA2 EIF5B ELK1 EML3 ENTREP1 ENTREP3 ERAL1 ERCC2 EXTL3 F7 FANCG FDXR FKBP15 FRYL FUT6 GALNT2 GLE1 GPR35 GRIK5 GRIP2 GRK4 GSK3B GTF2H3 HAUS5 HMG20B HNRNPL HOXD4 HSF4 HSPB2 HTR4 HTR7 IGHMBP2 IGSF9B IKBKE IKBKG ILVBL IMPA1 IPCEF1 IRF2 IRF2BP1 ITIH4 ITPR2 JAG1 JAK3 JRK KANK2 KAT8 KHNYN KIFC3 KLHDC10 KLHL18 KRT33A KRT86 KYAT1 LBP LDB1 LINC00928 LMO1 LSM1 LSM12 LTBP4 LTK MC2R MFN2 MGAT1 MLN MOK MPP2 MR1 MSX1 MT4 MTX1 MUSK MUTYH MYC MYO9B NCKIPSD NDST1 NELFB NFIC NFRKB NFYB NUDT3 PAIP2B PARN PARVB PAX8 PAX9 PAXIP1 PCBP3 PCGF1 PHB1 PIGB PIGR PIK3CB PITPNM1 PKMYT1 PLEKHB1 PMF1 PML PPIL2 PPP1R10 PPP5C PRELID3A PRKCSH PRSS16 PTPN9 PVT1 RABGGTA RANBP2 RASSF1 RBBP8 RBM8A RCE1 RERE RFC5 RPA2 RPS6KB2 RTN2 SDC3 SETD1B SFSWAP SH2B1 SIK3 SIX3 SLC12A4 SLC13A2 SLC16A5 SLC22A24 SLC24A1 SLC25A11 SLC2A1 SLC30A1 SLC30A3 SLC4A3 SLC5A2 SLC6A7 SLC6A9 SPEF1 SPTB SSTR5 SULT1A1 TAF2 TBC1D22A TBCD TBX1 TBX5 TCF7 TCOF1 TLN2 TM4SF5 TMEM11 TMEM94 TNFRSF25 TNP1 TPR TRIM27 TTI1 TUBGCP2 TUBGCP4 USP19 WDR62 WNT10B WWOX ZKSCAN3 ZNF500 ZNF592 MORF_FEN1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_FEN1 ACOT7 AHSA1 ALG8 ATP5MC3 ATP5PF BAZ1B BUB3 CCNB1 CCT2 CCT3 CCT5 CDK4 CHERP CSNK2B CYCS DDX1 DHX16 DNAJC9 EIF3B EIF4G1 ESPL1 FEN1 FOXM1 GSPT1 H2AZ1 HAT1 HCCS HDDC2 HNRNPA3P1 HNRNPAB HSPA4 HSPA9 HSPE1 KPNA2 LMNB2 LSM4 MCM3 MCM6 MCM7 MFAP1 MTHFD1 NAA10 NHP2 NSDHL NUDC NUP205 PCLAF PCNA POLR2I PPM1G PSMB2 PTPN11 RBM14 RFC2 RRM1 SNRPA1 SOD1 SRSF1 SSBP1 TARDBP TRIM28 UNG VBP1 VDAC1 ZWINT MORF_FLT1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_FLT1 AANAT ABCB9 ABO ADCYAP1 AQP5 AQP7 ARL3 ATP10B ATP6V0A2 ATP8B1 BCL2 BMP10 BNIP1 BRD1 CASP10 CCKAR CD3E CD6 CDK5R1 CFH CLOCK COLQ CRHR1 CTRL CYP11A1 CYP2E1 DAPK2 DPT DRC3 ELAVL2 ENTREP1 ESR1 F7 FLT1 FNTB FOSL1 FUT6 GJB5 GLE1 GPATCH8 GPLD1 GPR19 GPR3 GRIK5 GRIP2 HAUS5 HCRT HOXD4 HSD17B3 HSPB2 HTR4 HTR7 IKBKE IL13 ITIH4 ITPR2 KANK3 KLHL18 KRR1 KRT1 KRT33A KRT33B KRT86 LINC00837 LTBP4 LTK MAGEA9 MC2R MC5R MDM2 MON2 MPP2 MSX1 MT4 MYO9B MYOZ3 NCKIPSD NEURL1 NEUROD2 NF1 NOS2 NXPE3 P2RY10 PAX7 PAX8 PAX9 PAXIP1 PIGB PIGR PIK3CB PLEKHB1 POU6F1 PRELID3A PRSS16 PSG1 SCAPER SIX3 SLC13A2 SLC16A5 SLC22A24 SLC22A6 SLC2A1 SLC30A3 SLC4A3 SSTR5 STK17A SULT4A1 SYT5 TACC2 TBC1D22A TBX1 TBX19 TBX5 TBXT TFDP2 TGOLN2 TIE1 TM4SF5 TNFRSF25 WT1 ZBTB40 ZKSCAN3 ZNF157 ZNF500 ZNF592 ZNF710 MORF_FOSL1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_FOSL1 ABCB1 ABCB10 ABCB9 ABCC8 ABO ACACB ACKR1 ACO1 ADAM20 ADAMTSL3 ADCY3 ADCYAP1 ADRA1A AFF2 AGPS AKAP3 AMFR AMMECR1 AOC4P APOBEC1 AQP5 AQP7 ARFGEF2 ARL3 ASB4 ATF2 ATP2B2 ATP4B ATP6V0A2 ATP6V1B1 ATP8A2 ATP8B1 ATRX ATXN3 B4GALT6 BARX2 BCL2 BCL2L11 BMP10 BNIP1 BRCA1 BRD1 BRD4 BTD C1orf216 CACNB1 CADM4 CALN1 CAMK2G CAMK4 CBARP CBLN1 CCL16 CCR3 CD3E CD6 CD8A CDC42BPA CDC73 CDH4 CDYL CEACAM4 CELA2B CEP162 CFH CHRNB4 CHST7 CLOCK CLPX CMA1 CMKLR2 CNKSR1 CNTN6 COL19A1 COL8A1 COLGALT2 COLQ COQ7 COX6A2 CPB2 CPEB3 CPZ CRHR1 CTRL CTSB CXCL5 CXCR3 CYP11A1 CYP2C19 CYP2D6 CYP2E1 CYP4F2 DAPK2 DEPDC5 DGCR5 DKK4 DMPK DNAJC16 DOCK1 DPT DRC3 DTNA ECE1 EDIL3 ELAVL2 ELL2 EN2 EPHB2 ERC1 ERCC4 ESR1 EXOC4 EXTL3 F2RL1 F2RL3 FAS FGF18 FIG4 FLT1 FNTB FOSL1 FOXD1 FPR2 FRY FRYL FSHR FUT6 FXYD2 FZD5 GABRA1 GABRB2 GCA GCM1 GHRHR GJB5 GLE1 GMPR GNG4 GNPAT GPATCH8 GPR15 GPR171 GPR18 GPR19 GRIK1 GRIK5 GRIP2 GTSE1 H3C6 HAAO HABP4 HCRT HCRTR2 HIC2 HNF1A HOXC11 HOXD4 HSD3B2 HTR1B HTR1E HTR3A HTR4 HTR7 IFNA1 IFNW1 IFT27 IGF2 IGKV7-3 IL11RA IL13 IL13RA1 IL16 IL4 IL7 INPP5E INSIG2 IPO9 IQCK ITGBL1 ITIH3 ITIH4 ITPKB IVL JADE3 JAG1 JRK JRKL KANK2 KANK3 KAZN KCNA5 KIAA0586 KLHL18 KLRC4 KNG1 KRR1 KRT2 KRT33A KRT34 KRT86 LCOR LECT2 LGI1 LILRA1 LILRA4 LMO1 LORICRIN LPGAT1 LRP6 LTBP4 LY9 MAGEA8 MAGEA9 MAGI1 MAP2 MAP2K7 MASP2 MC2R MC5R MDM2 MFN1 MGA MINDY2 MLLT10 MLN MON2 MPZL1 MSH3 MSL3 MSX1 MT4 MYH2 MYL3 MYO9B MYOZ3 MYT1 NCKIPSD NEB NF1 NFAT5 NFX1 NHEJ1 NOS2 NOTCH4 NPAS2 NPFF NR0B2 NR1I2 NR2C1 NR2F1 NR3C2 NRP2 NRTN NRXN1 NTNG2 NTPCR NXPE3 OPLAH OPRL1 OR2B6 OSBP P2RY10 PART1 PARVB PAX6 PAX7 PAX9 PAXIP1 PCM1 PDE4A PDE4D PDE6A PDPN PGM3 PHF10 PHLDB1 PHOX2B PIAS2 PIGR PIK3C2A PIK3CB PLEKHB1 PLPPR4 PLXNA3 POFUT2 POLR1HASP POLR2K POP4 POU3F4 POU6F1 POU6F2 PPM1E PPP1R12B PPP1R1A PPP1R3D PPP2R5B PRELID3A PRIM2 PRKCA PSD PSG1 PSMF1 PTEN PTPRB PTPRS PVR RAD51D RB1CC1 RBMXL1 RFC5 RNF24 RORB RPS6KA5 RREB1 RSC1A1 RUNX1 RUNX2 RXRG RYR3 S100A5 SCAMP1 SCAPER SCN7A SERPINA4 SEZ6L SFRP4 SGCD SGPL1 SIM2 SIX6 SLC13A2 SLC15A1 SLC16A5 SLC17A3 SLC17A7 SLC18A1 SLC22A6 SLC24A1 SLC2A1 SLC30A3 SLC33A1 SLC46A3 SLC4A3 SLC4A8 SLC6A11 SLC6A2 SMG1 SMYD5 SOCS6 SPA17 SPRR2C SRPK3 STAC STARD5 STK17A SULT2B1 SULT4A1 SUPT3H SYNJ2 SYT5 TACC2 TAF12 TANC2 TBC1D22A TBX19 TBX5 TBXT TENM4 TFDP2 TGFBR1 TIE1 TMEM11 TMEM26 TNFRSF25 TNIK TNK1 TRIM24 TRIO TSSK2 TTI1 UBE4B ULK2 UPK1A USP20 USP46 UTRN VKORC1 VPS35L WBP4 WNT2B ZBTB14 ZBTB22 ZBTB40 ZNF132 ZNF133 ZNF134 ZNF157 ZNF200 ZNF202 ZNF266 ZNF33B ZNF500 ZNF592 ZNF710 ZP2 ZSCAN26 MORF_FRK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_FRK ADAM7 ADGRB3 AKAP4 AKAP5 AKR1D1 ANGPTL7 AP4E1 ART3 ASTN1 ATG4B ATRNL1 AVP AVPR1A BAAT BMPER BRDT CASQ2 CBLIF CHRNA3 CNTF CRP CUL3 DCAF4 DCC DFFB DMP1 DOC2A DZIP1 EIF2B1 EPHA7 FAM13C FRK GABRA6 GCNT2 GK2 GPR176 GPR4 GRM8 H4C2 HCG4 HDAC9 HOXD9 IFNA4 IFT88 IL9 IREB2 KALRN KCNH1 KCNH7 KIAA0087 KRT37 LCAT LCMT2 LCT LRRTM2 MATCAP2 MATN4 MINAR1 MLLT3 MTRF1L MYBPH MYT1 NACAD NMBR ODF2 OPHN1 ORC4 P2RY6 PDCL PHTF1 PPP6R2 PRM2 PRORP PSMD4P1 RBM17 RFPL1S RFX1 RPGRIP1 RPGRIP1L SAA4 SCN2A SERPINA5 SERPINC1 SLCO1B1 SLCO2A1 SLITRK2 SNUPN SPAG8 SPAM1 SSX2IP ST8SIA4 STARD13 STBD1 TAF4 TBC1D12 TBC1D31 TCF15 TCF21 TMEM8B TNFSF11 TNNI2 TPH1 TRIM9 UGT2B4 VPS41 WIPF1 ZNF154 ZNF177 ZNF208 ZNF264 MORF_FSHR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_FSHR ABCB1 ABCB10 ABCC8 ABO ADAM20 ADAM22 ADAMTSL3 ADGRL2 AMMECR1 AMOT AOC4P APOBEC1 AQP7 ARL3 ATF2 ATF6B ATP10B ATP2B2 ATP4B ATP8B1 ATXN3 B4GALT6 BCL2L11 BMP10 BRD4 BRINP3 BRWD1 C1orf216 C6 CACNA2D1 CADM4 CALN1 CAMK4 CAMTA1 CCL16 CCR3 CCR6 CD8A CDC42BPA CDC73 CDH4 CDR1 CEP162 CFH CHRNB4 CKM CLCN3 CMKLR2 COL14A1 COL19A1 COL8A1 COLGALT2 COQ7 COX6A2 CPB2 CPEB3 CRHR1 CTSB CXCL5 CYP2C19 CYP2E1 CYP4F2 DAZL DBT DDX52 DGCR5 DMD DMPK DNAJC22 DRC3 DRD1 ECM2 EDIL3 ELAVL2 ENTPD3 EPHB2 ERC2-IT1 ERCC4 EXOC4 EXOC6B EYA1 F2RL1 F2RL3 FAM13A FAS FBXL4 FGF18 FGF2 FGF9 FLRT2 FNTB FOSL1 FRY FSHR FUT1 FZD5 GABRB2 GCA GCM1 GHRHR GJB5 GLRA3 GNG4 GPLD1 GPR171 GPR18 GPR19 GRIK1 GUCY2C GUCY2F GYPA H3C6 HCRTR2 HEPH HNF1A HSD3B2 HSPA1L HTR1E IFNA1 IFNA10 IFNA14 IFNA2 IFNA8 IFNW1 IGKV7-3 IL11RA IL16 IL4 IL5 IL7 IPO9 ISL1 ITGBL1 ITIH3 JADE3 JRKL KCNA5 KCNJ6 KDR KLRC4 KNG1 KRT2 KRT34 LDB3 LECT2 LGI1 LILRA1 LORICRIN MAGEA8 MAGEA9 MAP2 MAP2K7 MAP3K1 MC5R MDM2 MINDY2 MLLT10 MON2 MPP3 MSH3 MYH2 MYT1 NDP NEB NFAT5 NHEJ1 NOL4 NOS2 NPFF NR1I2 NR3C2 NTNG2 NXPE3 OCM OPLAH OR10H3 OR2B6 P2RY10 PART1 PAX6 PAXIP1 PCDHB17P PCDHGB7 PCM1 PDCD1 PDE10A PDE4D PDE6A PGM3 PHF10 PHLDB1 PHOX2B PLA2R1 PLPPR4 POLR1HASP POLR3F POU6F1 POU6F2 PPM1E PPP1R12B PRIM2 PRKCA PSG1 PTPN20 PTPRB PTPRR PVR R3HCC1L RAD51D RB1CC1 RBBP7 RBMS3 RGS7 RNF24 RORB RPS6KA5 RREB1 RSC1A1 RUNX2 RXRG RYR1 RYR3 S100A5 SERPINA4 SGCD SGPL1 SIM2 SIRPB1 SIX6 SLC15A1 SLC17A1 SLC17A3 SLC22A6 SLC26A4 SLC33A1 SLC46A3 SLC4A8 SLC6A2 SMYD3 SPA17 SPRR2C SRPK3 ST8SIA1 STAC SULT4A1 SUPT3H SYT5 TACC2 TANC2 TBX19 TBXT TENM4 TFDP2 THPO TLL1 TMEM26 TNK1 TPD52L1 TRIM24 TRIO TSHB TSPAN2 TSSK2 TTN TTTY1 ULK2 USP46 VSTM4 WBP4 YLPM1 ZBTB14 ZBTB40 ZNF132 ZNF141 ZNF157 ZNF202 ZNF266 ZNF33B ZSCAN26 MORF_G22P1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_G22P1 ACLY ACP1 ANAPC5 ANP32B AP1B1 AP2M1 AP3D1 ATP1B3 ATP5F1A ATP5MC1 ATP5MC3 ATP5PO ATXN10 BAG6 BTF3 BUB3 CBX3 CCT2 CCT3 CCT7 CDC123 CDC37 CDV3 CHD4 CLIC1 CLNS1A COMMD4 COX4I1 COX5B COX6B1 COX7C CSNK2B CTBP1 CTDNEP1 DDX49 DEK DHX15 DHX9 DRG1 DYNLL1 EID1 EIF3C EIF3D EIF3G EIF3H EIF3I EIF3K EIF3M EIF4A1 EIF4G2 EIF4H ELOC ERH FAM168B FAU FBL FUS GANAB GDI2 GPN1 H2AZ1 H2AZ2 HADHA HDAC1 HDGF HMGN1 HNRNPA1 HNRNPA3P1 HNRNPC HNRNPD HNRNPM HNRNPUL1 HSP90AA1 HSP90AB1 HSPD1 IDH3B IFT25 ILF2 IMPDH1 JTB KARS1 KHDRBS1 KXD1 LSM2 LSM7 MAEA MCM7 MDH1 MRPL23 MYL6B NACA NAP1L1 NARS1 NCL NDUFAB1 NDUFS3 NDUFS4 NDUFS5 NDUFV1 NDUFV2 NONO NPM1 NSA2 NUDT1 PARK7 PCMT1 PCNA PDIA6 PGK1 PHB2 POLR2I PPM1G PRMT1 PSMA4 PSMB1 PSMB3 PSMB7 PSMD8 PTBP1 PUF60 RAD23A RAN RBM14 RBMX RNPS1 RPL14 RPL24 SAMM50 SDHB SET SF3A1 SLC25A3 SMC1A SNRNP200 SNRPA SNRPB SNRPB2 SNRPD2 SNRPE SNX3 SRP14 SRP9 SRSF2 SRSF3 SRSF9 STARD7 STRAP SUMO2 SUMO3 TARDBP TCP1 TOMM20 TRA2B TRIM28 TTC1 TUFM TXNL4A U2AF1 UBA2 UBE2I UBE2L3 UQCRB UQCRFS1 UQCRH USP22 VDAC2 WDR1 XRCC5 XRCC6 YBX1 YWHAQ ZNF207 MORF_GMPS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_GMPS AARS1 ACOT13 ATP5MC3 ATP5PO BUB3 CCT8 CDK4 CHERP CSNK2B CYCS DARS1 DDX1 EIF3C ERP29 GMPS H2AZ1 HADHA HCCS HDDC2 HSPA9 IRAK1 LMNB2 LSM4 MTDH NDUFS3 NDUFS8 NDUFV1 NDUFV2 NSDHL NUP205 PARK7 PCLAF PPM1G PTGES3 PTPN11 RAD23A RFC2 SCAMP3 SDHB SF3A1 SF3B2 SMC3 SNRPA SNRPA1 SRSF9 TOMM70 TRIM28 TUFM UQCRC1 VAMP7 VBP1 VDAC1 VDAC2 MORF_GNB1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_GNB1 ACP1 ACTR2 ACTR3 ADD1 AFG3L2 AHCYL1 AK2 AKR7A2 ANAPC5 ANP32A AP3D1 AP3S1 ARIH2 ARPC2 ARPC3 ASXL1 ATF4 ATP5MC3 ATP5PO ATP6AP1 ATXN10 ATXN2L BAG6 BAZ1B BAZ2A BMI1 BRD8 BUB3 CALM2 CALM3 CAMKK2 CAP1 CAPRIN1 CAPZA1 CBFB CBX3 CCNI CCT7 CDC16 CDK2 CHD4 CLPP CLSTN1 COPE CS CSK CSNK2B CTBP1 CTDNEP1 DCTD DDOST DDX19A DDX19B DDX39B DDX49 DEK DGKZ DGUOK DIAPH1 DKC1 DNAJC8 DNAJC9 DNMT1 DOCK3 DR1 DUT DYNLL1 EDC4 EI24 EIF1AX EIF3D EIF3H EIF3I EIF3K EIF3M EIF4EBP2 EIF4H ELOVL5 EPRS1 ERP29 ESD ESPL1 FAM168B FBXW11 FH FUS G3BP2 GAK GANAB GARS1 GNB1 GNB2 GNG5 GOT2 GPAA1 GPN1 GTF2A2 GUSB H2AZ1 H2AZ2 HADH HADHA HADHB HAX1 HCCS HCFC1 HDAC1 HDAC2 HNRNPA2B1 HNRNPAB HNRNPC HNRNPD HNRNPM HNRNPR HNRNPU HNRNPUL1 IARS1 IDH3B IDH3G IFRD1 ILF2 ILF3 IMMT IMPDH1 JTB KHDRBS1 KHSRP KIFC1 KXD1 LANCL1 LRPPRC LSM2 LSM7 LYPLA1 MAP2K2 MAP3K11 MAPRE1 MCFD2 MCM2 MCM6 MDC1 MDH1 MGRN1 MLEC MPHOSPH9 MRPL9 MTCP1 MTDH MTREX MYDGF NCL NCOR2 NDUFA7 NDUFC1 NDUFS2 NDUFS4 NDUFS5 NDUFV1 NONO NRDC NSD2 NUDC NUDT1 NUP188 OXA1L PABPC4 PABPN1 PAPSS1 PARK7 PCMT1 PDHB PDIA6 PDXDC2P-NPIPB14P PGK1 PHB2 PIN1 PKN1 POLA2 POLR2A POLR2C POM121 PPIE PPIF PPM1G PPP1CC PPP2R1A PPT1 PRKDC PRPF31 PRPF40A PRPF8 PRPS2 PRRC2C PSMA1 PSMB2 PSMB7 PTBP1 PTDSS1 PTGES3 PTP4A2 PTPRA PUM2 R3HDM1 RAD23A RBBP4 RBMX RHEB RMND5A RNF4 RNF44 RNPEP RNPS1 RO60 RPIA RPN1 RRM1 RTCB RTN4 RUVBL2 SAFB SDHA SDHB SEC24C SEC63 SEPTIN7 SERP1 SET SF3A1 SF3A2 SH3BGRL SLBP SLC25A3 SLC35E2A SMARCC1 SMARCC2 SMNDC1 SND1 SNRNP200 SNRPA SNRPE SNX3 SREBF2 SRP14 SRP72 SRRM1 SRSF2 SRSF9 SSB SSBP1 STARD7 STK24 STMN1 SUGP2 SUMO2 TARDBP TARS1 TAX1BP1 TCEA1 TCP1 TERF1 TEX261 THOP1 TIAL1 TIMM17A TM9SF2 TMED5 TMED9 TMEM123 TNPO3 TOMM20 TOMM70 TRA2B TRAK1 TRAPPC3 TREX2 TRIM28 TUBA3C TUFM TXLNA TXNL4A TYMS U2AF1 UBA2 UBE2D2 UBE2J1 UBE2L3 UBE2S UPF3A UQCRC1 UQCRFS1 UQCRH USP1 VAMP3 VDAC1 VDAC2 VDAC3 VPS26A WDR1 XPO1 XPO6 XPO7 XRCC5 YARS1 YWHAQ ZNF131 MORF_GPX4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_GPX4 AP2M1 AP2S1 ARF5 ATP5MF ATP6AP1 ATP6V0C ATP6V1F BANF1 BBLN BCAP31 CANX CLTA COPE COPS5 COX6A1 COX6B1 COX8A CSNK2B CYC1 DAP DDOST DRG1 EEF1D FASTK GANAB GLB1 GNB2 GPAA1 GPX4 JTB KDELR1 KXD1 MAP2K2 MYL11 NDUFV1 PDAP1 PPP1R7 PPP2R1A PSMB2 PSMB4 PSMD8 RAC1 RALY RER1 RHEB SRP9 SSR2 SSR4 TECR TMBIM6 TMED9 TMEM147 TRAPPC3 UBA1 WBP2 MORF_GSPT1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_GSPT1 ACOT7 AHSA1 ALG8 ATIC CCNB1 CCT5 CDC23 CDK4 CYCS DDX1 EIF3B EIF4G1 FEN1 G3BP1 GGCT GSPT1 HAT1 HCCS HNRNPAB HSPA4 HSPA9 KPNA2 LARP1 MAGOH MFAP1 MRFAP1L1 MRPL19 MTHFD1 NAA10 NHP2 NSDHL PPM1G PRMT1 PSMD9 RAD23B RARS1 RNF126 SCAMP3 SF3B2 SMG7 SNRPA1 SOD1 SSBP1 TOMM40 UBAP2L UNG UTP3 VBP1 VDAC1 MORF_HAT1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_HAT1 ACLY AFG3L2 AHSA1 AIMP2 AKR7A2 ALG8 AP2S1 AP3S1 ATP5MC3 ATP5PF ATP5PO BANF1 BAZ1B BUB1 BUB3 BZW1 C1QBP C6orf62 CAPZA1 CCNB1 CCT2 CCT5 CDC123 CDC23 CEBPZ CHERP CLTC CNBP COPS5 COX5A COX7B CSNK2B CYCS DARS1 DDX1 DEK DGUOK DLD DNAJC9 DOCK3 EI24 EIF1AX EIF4EBP2 EIF4G1 EIF4H ESPL1 F8A1 FAM120A FEN1 FUS G3BP1 G3BP2 GNG5 GPN1 GSPT1 H2AZ1 HAT1 HCCS HDAC2 HDDC2 HNRNPA2B1 HNRNPA3P1 HNRNPAB HNRNPD HNRNPM HNRNPR HNRNPU HSPA4 HSPA9 HSPE1 ICE1 IFRD1 ILF3 IMMT KARS1 KHDRBS1 KIF2A KPNA2 KXD1 LSM2 LSM3 LYPLA1 MAGOH MAML1 MDH1 METAP1 MFAP1 MRPL19 MRPL3 MRPL9 MRPS18B MSH2 MTDH MTHFD1 NDUFB3 NDUFC1 NDUFS1 NDUFS3 NDUFV1 NDUFV2 NONO NSDHL NUDC PARK7 PCLAF PCNA PDHB PMEL POLE3 POLR2I POM121 PPM1G PRDX3 PRMT1 PRPF31 PRPS2 PRRC2C PSMB2 PSMB7 PTGES3 PTPN11 R3HDM1 RAD21 RAD23A RAD23B RBMX RFC4 RNF126 RPA1 RRM1 RTN4 SART3 SDHB SEM1 SET SKP1 SLBP SMC1A SMC3 SMG7 SNRNP200 SNRPA SNRPA1 SNRPE SOD1 SRP9 SRSF1 SRSF9 SSBP1 STARD7 SUMO1 SYPL1 TAF11 TARDBP TARS1 TFDP1 TOMM70 TRAPPC3 TRIM28 TUFM U2AF1 UBAP2L UBE2E1 UBE2L3 UBE2N UNG USP1 VBP1 VDAC1 VDAC2 VPS26A XPO1 XPO7 ZWINT ZZZ3 MORF_HDAC1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_HDAC1 ACLY ACP1 ACTR2 AFG3L2 AK2 AKR7A2 ANAPC5 ANP32A ANP32B AP1B1 AP3D1 AP3S1 ARF3 ARPC2 ATP5F1A ATP5F1D ATP5MC1 ATP5MC3 ATP5PF ATP5PO ATP6AP1 ATXN10 BAG6 BAZ2A BTF3 BUB3 CALM3 CANX CAP1 CAPZA1 CBX3 CCNI CCT2 CCT7 CDC123 CDC37 CHD4 CHERP CHMP2A CIAO1 CLTA COPE COPS5 COPS6 COX4I1 COX5B COX6A1 COX6B1 COX7C CS CSK CSNK2B CTBP1 CTDNEP1 CYC1 DDOST DDX19A DDX39B DDX49 DEK DGKZ DIAPH1 DKC1 DNAJC8 DR1 DRG1 DUT DYNLL1 EDC4 EFCAB14 EID1 EIF1AX EIF3D EIF3E EIF3G EIF3H EIF3K EIF3M EIF4A1 EIF4EBP2 EIF4H ERH ERP29 FAM120A FAM168B FBXO9 FUS G3BP2 GANAB GDI2 GNB1 GNB2 GNG5 GPAA1 GPN1 GUSB H2AZ1 H2AZ2 HADHA HADHB HAX1 HDAC1 HDAC2 HDGF HMGB2 HMGN1 HNRNPA2B1 HNRNPA3P1 HNRNPAB HNRNPC HNRNPD HNRNPM HNRNPR HNRNPU HNRNPUL1 HSPD1 IDH2 IDH3G IFRD1 IFT25 ILF3 IMPDH1 JTB KARS1 KHDRBS1 KXD1 LSM2 LSM7 LYPLA1 MACROH2A1 MAP3K11 MDH1 MED12 MGRN1 MRPL9 MRPS12 MTDH NACA NARS1 NCL NDUFA7 NDUFC1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFV1 NDUFV2 NONO NRDC NSDHL NUDT1 PAPSS1 PARK7 PCMT1 PDHB PDIA6 PGK1 PHB2 PKN1 POLA2 POLE3 PPIE PPM1G PPP1CA PPP1CC PPP2R1A PRPF8 PRRC2C PSMB1 PSMB2 PSMB7 PTBP1 PTGES3 PUF60 R3HDM1 RAB8A RAD23A RAN RBBP4 RBMX RNF44 RNPS1 RPL14 RPN1 SCAMP3 SDHA SDHB SDHD SET SETD3 SF3A1 SF3A2 SF3B2 SH3BGRL SLC25A3 SMARCD2 SMC1A SNRNP200 SNRPA SNRPD2 SNRPE SNX3 SREBF2 SRP14 SRP9 SRRM1 SRSF2 SRSF3 SRSF9 STARD7 SUMO1 SUMO2 SUMO3 SYPL1 TADA3 TAF11 TARDBP TATDN2 TCEA1 TCP1 TEX261 TIAL1 TLK1 TMED9 TRA2B TRAPPC3 TRIM28 TTC1 TUFM U2AF1 UBA2 UBAC1 UBE2D2 UBE2L3 UBE2N UCP2 UQCRB UQCRC2 UQCRFS1 UQCRH VBP1 VDAC2 VDAC3 VPS26A VPS52 WDR1 XPO1 XPO7 XRCC5 XRCC6 YWHAB YWHAQ YWHAZ MORF_HDAC2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_HDAC2 AATF ABCF1 ACAP2 ACTL6A ACTR3 AFG3L2 AHSA1 AIMP2 AKR7A2 ANAPC5 ANKRD17 ANP32A ANXA7 AP3S1 ARFGEF1 ATG12 ATP5MC3 ATP5PF ATP5PO ATXN10 BAZ1B BMS1 BUB1 BUB1B BUB3 BZW1 C6orf62 CAD CAMKK2 CAPZA1 CCT2 CCT4 CCT5 CDK11A CDK2 CEBPZ CHAF1A CHERP CLNS1A CLTC CNBP CNOT3 COPS5 COQ9 CS CTDNEP1 CUL1 CYCS DARS1 DCTD DDX18 DDX19A DDX19B DDX39A DDX39B DDX46 DEK DFFA DGKZ DGUOK DKC1 DLD DNAJC11 DNAJC8 DNAJC9 DNMT1 DOCK3 DRG1 DUT EDC4 EI24 EIF1AX EIF2S2 EIF3I EIF3M EIF4E EIF4EBP2 EIF4H EPRS1 ESD ETF1 F8A1 FAM120A FBXW11 FH FIBP FUS G3BP1 G3BP2 GARS1 GCN1 GNB1 GNG5 GNL2 GOT2 GPAA1 GPN1 GTF2A2 H2AZ1 HADH HADHB HAT1 HCCS HCFC1 HDAC1 HDAC2 HDDC2 HMGN4 HNRNPA2B1 HNRNPAB HNRNPD HNRNPM HNRNPR HNRNPU HSPA8 HSPA9 HSPE1 IARS1 ICE1 IDH3G IFRD1 ILF2 ILF3 IMMT KARS1 KHDRBS1 KHSRP KRIT1 KXD1 LRPPRC LSM2 LYPLA1 MAGOH MAP2K2 MARS1 MCFD2 MCM2 MCM6 MDH1 METAP1 MFAP1 MLEC MMS19 MRPL9 MRPS18B MRPS27 MSH2 MTA1 MTCP1 MTDH MTIF2 MTREX MTX2 NAE1 NCBP2 NDUFAF1 NDUFB3 NDUFC1 NDUFV1 NELFA NNT NONO NSD2 NSDHL NUDC NUFIP1 NUP188 NUP62 PABPC4 PABPN1 PAPSS1 PDHB PMEL POLE3 POLR2A POLR2C POLR2I POM121 PPM1G PPP1CC PPP2CA PPT1 PRDX3 PREP PRKAG1 PRKDC PRPF31 PRPF8 PRPS2 PSMB2 PTDSS1 PTGES3 PWP1 R3HDM1 RAD21 RAD23A RAD54L RANBP1 RBMX RCHY1 RFC4 RNF126 RNF44 RNPEP RPA1 RPA2 RPN1 RRM1 RTCB RTN4 RUVBL2 SAFB SART3 SDHA SDHB SEC24C SEC63 SEM1 SERBP1 SERP1 SET SGTA SLBP SMNDC1 SNRNP200 SNRPA SNRPE SOD1 SON SRP9 SRRM1 SRSF1 SSB SSBP1 SSRP1 STARD7 STK24 SUCLA2 SUMO1 TARDBP TARS1 TCEA1 TCERG1 TFAP4 TFDP1 TGDS THOC2 TIAL1 TM9SF2 TM9SF4 TNPO3 TOMM70 TRAPPC3 TREX2 TUFM TXLNA TXNL4A U2AF1 UBA2 UBE2E1 UNG UQCRC2 USP1 VBP1 VDAC1 VDAC2 VDAC3 VPS26A XPO1 XPO6 XPO7 XPOT XRCC5 YARS1 YWHAQ ZMYM4 ZNF131 ZPR1 ZWINT ZZZ3 MORF_HEAB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_HEAB AGPS AMFR AP3B1 ATRX B4GALT3 BAHD1 BPHL BTD CDK13 CHD3 CHD9 CLP1 CLPX COLQ CPSF4 CSNK2A1 CSTF3 DDX11 DIMT1 DNA2 DNAJC7 DOK1 EIF4E EIF5B EML3 ENTREP1 ERAL1 ERCC2 EXTL3 FANCG FDXR FRYL GALNT2 GPATCH8 GRIK5 GRIP2 HNRNPL HTR4 HTR7 IMPA1 INPP5E IRF2BP1 ITIH4 JRK KANK2 KIAA0586 KLHL18 KRT33A LDB1 LSM1 LSM12 MC2R MFN2 MPP2 MT4 MTX1 MUTYH NCKIPSD NFRKB NFYB OARD1 PAX8 PCGF1 PIGB PPIL2 PPP5C PRELID3A RANBP2 RBBP8 SH2B1 SIK3 SLC24A1 SLC30A1 SLC30A3 SPEF1 SSTR5 TAF2 TMEM11 TMEM94 TTI1 WDR62 ZNF500 ZNF592 MORF_IFNA1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_IFNA1 ABCB1 ABCB10 ABO ADAM20 ADAMTSL3 ADGRL2 AKAP3 AMMECR1 AOC4P APOBEC1 ATF2 ATF6B ATP10B ATP2B2 ATP4B ATP8B1 ATXN3 B4GALT6 BMP10 BRD4 C6 CACNA2D1 CADM4 CALN1 CAMK4 CAMTA1 CCN6 CCR3 CDC73 CDH8 CDKL5 CDR1 CEP162 CFH CLCN3 CLCN4 CMKLR2 COL14A1 COL19A1 COL8A1 COLGALT2 COQ7 CPB2 CRHR1 CTSB CXCL5 CYP2E1 DAZL DBT DDX52 DMD DMPK DNAJC22 DOK5 DRD1 EDIL3 ERC2-IT1 ERCC4 EXOC4 EYA1 F2RL1 FAM110B FBXL4 FGA FGF18 FGF2 FLRT2 FOSL1 FSHR FUT1 FZD5 GABRB2 GCA GCM1 GJB5 GLRA3 GNG4 GPR171 GPR18 GPR19 GRIK1 GUCY2C GUCY2F GYPA HCRTR2 HEPH HNF1A HSD3B2 HSPA1L HTR1E IFNA1 IFNA10 IFNA14 IFNA2 IFNA8 IFNW1 IGKV7-3 IL4 IL7 IPO9 ISL1 ITGBL1 ITIH3 JADE3 JRKL KCNA5 KLRC4 KPNA1 KRT2 KRT34 LDB3 LECT2 LGI1 LILRA1 LIPC LRP4 MAGEA8 MAGEA9 MAP2 MAP2K7 MAP3K1 MC5R MDM2 MLLT10 MON2 MPP3 MYH2 NEB NHEJ1 NOL4 NPAS2 NPFF NR1I2 NR3C2 NTNG2 OR10H3 OR2B6 OTC P2RY10 PART1 PAX6 PCDHB17P PCM1 PDE4D PDE6A PGM3 PHLDB1 PHOX2B PLPPR4 POLR1HASP POU6F2 PPM1E PRKCA PSD PSG1 PTPRB PTPRR PVR R3HCC1L RAD51D RB1CC1 RBBP7 ROR2 RORB RREB1 RSC1A1 RXRG RYR1 RYR3 S100A5 SERPINA4 SGCD SIM2 SIX6 SLC15A1 SLC17A1 SLC26A4 SLC46A3 SLC4A8 SLC6A2 SMYD3 SPA17 SPRR2C ST8SIA1 STAC SULT4A1 SUPT3H TBX19 TBXT THPO TLL1 TMEM26 TNK1 TPD52L1 TRIM24 TSSK2 TTN TTTY1 ZBTB14 ZBTB40 ZNF132 ZNF141 ZNF157 ZNF202 ZSCAN26 MORF_IKBKG https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_IKBKG ADAM15 ADAMTSL2 ALDH4A1 ANKRD12 AP2A2 AP3B1 ARAF ARHGEF1 ARPC4 ARSL B4GALT3 BAHD1 CAMK2B CAMSAP1 CASP2 CDC25C CIB1 CNOT4 CNP CNPPD1 CNTN1 COPS6 CRCP CRHR2 CRYBA4 CSNK1D CSNK2A1 DCAF7 DDB1 DDX11 DGCR11 DHRS1 DIP2C DRG2 DYRK2 EML3 ENTREP1 ENTREP3 FANCG FDXR FKBP15 GFUS GHITM GPR35 GRB2 GRK6 GSK3A GTF2F1 HMG20B HMGXB3 HNRNPL HSF4 IFT140 IGHMBP2 IGSF9B IKBKG ILVBL KDM3B KHNYN KMT2D LDB1 LINC00928 LSM12 M6PR MC2R MCM3AP MCRS1 MGAT1 MMP25 MOK MPP2 MR1 MTX1 MVK MYL2 NDST1 NELFB NFRKB NUDT3 ORC1 OTUB1 PAIP2B PARN PAX8 PCBP3 PCGF1 PFDN1 PHB1 PIGB PITPNM1 PKMYT1 PLIN3 PMF1 PML PMS2P3 POLR2A PPP1R10 PRKCSH PRPH PSD4 PTPN9 PVT1 RABAC1 RABGGTA RASSF7 RBM8A RPA2 RPRD2 RPS6KB2 RXRB SCAMP5 SETD1B SFSWAP SH2B1 SIK3 SLC12A4 SLC22A24 SLC5A2 SLC6A9 SLC9A1 ST14 TCOF1 TMEM94 TPMT TRA2A TSPO2 TUB TUBGCP2 USP11 USP19 VAMP3 WDR62 WWOX ZBED1 ZFPL1 ZKSCAN3 ZNF592 MORF_IL13 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_IL13 AANAT ABCB10 ABCC8 ABO ACACB ADCY3 AFF2 AGPS AMMECR1 AOC4P AQP5 AQP7 ARHGEF12 ARL3 ASB4 ATP6V0A2 ATP6V1B1 ATRX BAHD1 BCL2 BMP10 BNIP1 BRCA1 BRD1 C1orf216 CACNB1 CACNB2 CAMK2G CASP10 CCKAR CD3E CD6 CDC73 CDYL CELA2B CLPX CMA1 CNKSR1 COL19A1 COLQ COX6A2 CRHR1 CTRL CXCR3 CYP11A1 CYP2D6 CYP2E1 DGCR5 DKK4 DNAJC16 DOCK1 DPT DRC3 DTX4 ECE1 ECE2 ELAVL2 ENTREP1 EPHB2 ERC1 ERCC4 ESR1 EXTL3 FIG4 FLT1 FNTB FOSL1 FPR2 FRYL FUT6 GABRB2 GJB5 GLE1 GNPAT GPATCH8 GPR15 GPR18 GPR19 GRIK5 GRIP2 GTSE1 HCRT HNF1A HOXA11 HOXD13 HOXD4 HSD17B3 HTR1B HTR3A HTR4 HTR7 IFT27 IGKV7-3 IKBKE IL11RA IL13 IL16 INPP5E IRF2 IRS2 ITIH3 ITIH4 ITPR2 IVL JAG1 JRK KANK2 KANK3 KCNJ4 KIAA0586 KLHL18 KRR1 KRT2 KRT33A KRT86 LBP LCOR LPGAT1 LRCH4 LTBP4 LY9 MAGEA9 MC2R MC5R MFN1 MSH3 MSL3 MSX1 MT4 MYOZ3 NCKIPSD NF1 NOS2 NPFF NPHP4 NR1I2 NR2C1 NR2F1 NRP2 NRTN NRXN1 NTPCR OPRL1 OSBP P2RY10 PARVB PAX9 PAXIP1 PDE4A PGM3 PHF10 PHLDB1 PIGB PIGR PIK3C2A PIK3CB PLEKHB1 POFUT2 POLR2K POLR3D POU6F1 POU6F2 PPP1R1A PPP2R5B PRELID3A PRKACA PSG1 PSMF1 PVR RAD51D RAP1A RAP2C RBBP8 RREB1 RUNX1 RUNX2 RXRG S100A5 SCAMP1 SCAPER SERPINA4 SEZ6L SGCD SGPL1 SIM2 SLC16A5 SLC18A1 SLC22A6 SLC24A1 SLC2A1 SLC30A3 SLC33A1 SLC4A3 SLC6A11 SPEF1 SSTR5 STK17A SULT2B1 SULT4A1 SYNJ2 SYT5 TAF5L TANC2 TBC1D22A TBX19 TBX5 TENM4 TFDP2 TIE1 TJP1 TMEM11 TMEM94 TNFRSF25 TNIK TSSK2 TUBGCP4 UBE4B UPK1A UTRN WBP4 WDR62 ZBTB14 ZBTB22 ZBTB40 ZNF133 ZNF134 ZNF157 ZNF200 ZNF266 ZNF292 ZNF500 ZNF592 ZNF710 ZP2 MORF_IL16 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_IL16 ABCB1 ABCB10 ABCC8 ABO ADAM20 ADAMTSL3 ADCY3 AFF2 AMMECR1 AMOT AOC4P AQP7 ARFGEF2 ARL3 ASB4 ATF2 ATP10B ATP6V0A2 ATP8B1 ATXN3 BARX2 BCL2L11 BICD1 BMP10 BNIP1 BRCA1 BRINP3 C1orf216 CACNA2D1 CADM4 CAMK4 CASP10 CCL16 CCR3 CDC73 CDYL CELA2B CEP162 CFH CLCN3 COL19A1 COL8A1 COLGALT2 COQ7 COX6A2 CPB2 CPEB3 CRHR1 CTRL CXCL5 CYP11A1 CYP2D6 CYP2E1 CYP4F2 DBT DGCR5 DNAJC16 DRC3 EDIL3 ELAVL2 EN2 EPHB2 ERC1 ERC2-IT1 ERCC4 ESR1 EXOC4 FAM13A FAS FBXL4 FGF18 FIG4 FNTB FOSL1 FRYL FSHR FZD5 GABRB2 GCM1 GHRHR GJB5 GLE1 GNG4 GPATCH8 GPLD1 GPR15 GPR171 GPR18 GPR19 GRIK1 GRIK5 GUCY2C GUCY2F H3C6 HCRTR2 HNF1A HOXD4 HTR1E IGKV7-3 IL11RA IL13 IL16 IL5 IPO9 ITIH1 ITIH3 JADE3 JRK JRKL KCNA5 KDR KLHL18 KLRC4 KNG1 KRR1 KRT2 KRT33A KRT34 KRT86 LORICRIN LPGAT1 LTBP4 LY9 MAGEA8 MAGEA9 MC5R MDM2 MFN1 MLLT10 MON2 MSH3 MSL3 NF1 NFAT5 NHEJ1 NMT2 NOS2 NPFF NR1I2 NR2C1 NR3C2 NRP2 NRTN NTNG2 NXPE3 OPLAH OPRL1 OR2B6 P2RY10 PART1 PAX6 PAX9 PAXIP1 PCM1 PDE6A PGM3 PHF10 PHLDB1 PHOX2B PIK3C2A PIK3CB PLEKHB1 PLPPR4 POFUT2 POLR1HASP POLR2K POLR3F POU6F1 POU6F2 PPP1R1A PPP2R5B PRELID3A PRIM2 PRKCA PSG1 PTEN PTPRB PVR R3HCC1L RAD51D RAP2C RB1CC1 RBMXL1 RORB RPS6KA5 RREB1 RUNX2 RXRG RYR3 SERPINA4 SGCD SGPL1 SIM2 SLC15A1 SLC18A1 SLC22A6 SLC2A1 SLC33A1 SLC46A3 SLC4A3 SLC4A8 SLC6A11 SLC6A2 SPA17 SPATA2 SULT2B1 SULT4A1 SUPT3H SURF2 SYT5 TANC2 TBC1D22A TBX19 TBX5 TBXT TENM4 TFDP2 TMEM11 TMEM26 TPD52 TRIM24 TSPAN2 TSSK2 UBE4B WBP4 ZBTB14 ZBTB22 ZBTB33 ZBTB40 ZNF133 ZNF134 ZNF141 ZNF157 ZNF200 ZNF202 ZNF266 ZNF33B ZNF500 ZP2 MORF_IL4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_IL4 ABCB1 ABO ADAM20 ADAMTSL3 AIM2 AKAP3 AMMECR1 ANXA10 APOBEC1 ATF2 ATF6B ATP10B ATP2B2 ATP4B ATP8A2 ATP8B1 ATXN3 B4GALT6 BRD4 C6 CA3 CADM4 CALN1 CAMK4 CCIN CCL16 CCN6 CCR3 CDC73 CDH4 CDH8 CDKL5 CEP162 CMKLR2 COL19A1 COL8A1 COLGALT2 CPB2 CRHR1 CSRP3 CTSB DEPDC5 DGCR5 DMD DNAJC22 DOK5 DRC3 DRD1 ECM2 EDIL3 EDN3 ELL2 ENOX2 EXOC4 F2RL1 FGA FGF2 FOSL1 FSHR FZD5 GABRB2 GCA GCM1 GJB5 GLRA3 GNG4 GPR15 GPR171 GPR19 GRIK1 GZMH HCRTR2 HNF1A HOXB7 HOXC11 HTR1E IFNA1 IFNA14 IFNW1 IL3 IL4 IL7 IPO9 ITGBL1 JADE3 JRKL KCNA5 KLRC4 KPNA1 KRT2 KRT34 LDB3 LECT2 LGI1 LILRA1 LILRA4 LRP4 MAGEA8 MAGEA9 MAGI1 MAP2K6 MAP2K7 MDM2 MID2 MINDY2 MLLT10 MPP3 MPZL1 MYH2 NCKIPSD NEB NHEJ1 NOS2 NPAS2 NPFF NR3C2 NTNG2 OR10H3 OR2B6 OTC P2RY10 PART1 PAX6 PAX7 PCDHB17P PCM1 PDCD1 PDE4D PDE6A PHF10 PHLDB1 PHOX2B PLPPR4 PLXNA3 PNLIPRP2 POLR1HASP POU6F2 PPM1E PSD PSG1 PTPRS PVR RAC3 RAD51D RB1CC1 RBMS3 REPS2 RNF24 ROR2 RSC1A1 RXRG RYR3 SEMA6A SERPINA4 SFRP4 SIX6 SLC14A2 SLC15A1 SLC16A5 SLC17A1 SLC17A7 SLC46A3 SLC6A2 SLC6A4 SOAT2 SOCS6 SPRR2C SRPK3 ST8SIA1 STAC STXBP5L SULT4A1 SUPT3H TACC2 TBX19 TBXT TENM4 THPO THRA TLL1 TNIK TNK1 TRIO TSPYL1 TTTY1 UBE4B VIP ZBTB14 ZNF132 ZNF157 ZNF202 ZSCAN26 MORF_IL9 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_IL9 ADAM7 ADGRB3 AKR1D1 ANGPTL7 ART3 ASTN1 ATG4B ATRNL1 AVP AVPR1A BAAT BMPER BRDT C1orf21 CASQ2 CBLIF CHRNA3 COG7 COX10 CRP CXCR6 CYP1A2 DCAF4 DCC DMP1 DOC2A EIF2B1 EPHA7 FAM13C FOXN2 FRK FSTL4 GCNT2 GK2 GLRB GPR176 GPR4 HAVCR1 HDAC9 HIPK2 HOXD9 IFNA4 IL18RAP IL9 KCNA3 KCNH1 KCNJ13 KRT37 LCAT LCT LRRTM2 MATN4 MINAR1 MLLT3 MPHOSPH8 MYBPH NACAD NEU3 NLE1 NLGN4Y ODF2 P2RY6 PDCL PRM2 PRORP RASGRF1 RBM17 RFX1 RPGRIP1 RPGRIP1L SAA4 SCN2A SEC14L2 SERPINC1 SLC2A4 SLCO2A1 SOX3 SPAG8 SPAM1 SSX5 SYT11 TCF15 TCF21 TEKT2 TNNI2 TPH1 TRIM9 UGT2B4 VPS41 WIPF1 ZFY ZNF239 ZNF264 MORF_ITGA2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_ITGA2 ADAMTSL3 APOBEC1 CADM4 CD8A CDC73 CLCN3 COL14A1 COL19A1 COL8A1 CXCL5 DBT DMD DNAJC22 EXOC4 EYA1 FBXL4 GLRA3 GPR171 GUCY2F HEPH IFNA10 IFNA2 IFNA8 IL7 ITGA2 KRT2 KRT34 LDB3 LGI1 LORICRIN MAP2 NHEJ1 NPFF NR3C2 OPCML PART1 PHOX2B PSG1 PTPN20 PTPRB RAD51D RREB1 SERPINA4 SLC15A1 SLC4A8 SLC6A2 SPA17 ST8SIA1 STAC SUPT3H TANC2 TLL1 TTTY1 VSTM4 ZNF132 ZSCAN26 MORF_JAG1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_JAG1 ABO AMFR AQP5 AQP7 ARC ATP6V0A2 ATP6V1B1 BAHD1 BCL2 BPHL BTD CALCOCO1 CD6 CHST7 CLOCK COL18A1 COX6A2 CPZ CYP11A1 CYP2A6 DAPK2 DNAJC16 DPT ECE1 ECE2 ENTREP1 EXTL3 F7 FDXR FNTB FOSL1 FUT6 GJB5 GLE1 GPATCH8 GRIK5 GRIP2 HOXD4 HTR4 HTR7 IKBKE IL13 ITIH4 JAG1 JRK KLHL18 KRT33A KRT86 LTBP4 MC2R MC5R MFN1 MPP2 MSX1 MT4 MYO9B NCKIPSD PAX8 PAX9 PAXIP1 PCGF1 PIGB PIGR PIK3CB PLEKHB1 PRELID3A PRKACA RAP1A RPS6KB2 SDC3 SEZ6L SH2B1 SLC16A5 SLC22A24 SLC22A6 SLC24A1 SLC2A1 SLC30A3 SLC4A3 SPEF1 STK17A SULT2B1 TBC1D22A TBX5 TMCC1 TMEM11 TMEM94 TMPRSS6 TNFRSF25 TUBGCP4 WDR62 ZKSCAN3 ZNF133 ZNF500 ZNF592 MORF_JAK3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_JAK3 ACKR2 ADAM15 AFF2 AGPS AMFR AQP5 ARC ARSL ATP6V0A2 BAHD1 BCL2 CAMK2G CCKAR CD8B CDK13 CMA1 CNTN2 CRCP CYP11A1 DOK1 DPT ECE2 ENTREP1 EXTL3 F7 FDXR GRIK5 GRIP2 HAUS5 HNRNPL HOXD4 HTR4 HTR7 IGSF9B IKBKE IRF2 IRF2BP1 ITIH4 ITPR2 JAK3 JRK KCTD20 KIFC3 KLHL18 KRT33A LBP LSM12 LTK MC2R MLN MMP25 MOK MPP2 MSX1 MT4 MYO9B NEURL1 NFRKB PAIP2B PAX8 PAX9 PCBP3 PIGB PIGR PIK3CB PML PRELID3A PVT1 RANBP2 RASSF1 RBBP8 SEZ6L SH2B1 SLC12A4 SLC13A2 SLC16A5 SLC22A24 SLC24A1 SLC2A1 SLC30A1 SLC30A3 SLC4A3 SLC6A7 SLC6A9 SPEF1 SSTR5 TBC1D22A TLN2 TM4SF5 TMEM11 TMEM94 TNFRSF25 WDR62 ZKSCAN3 ZNF500 ZNF592 MORF_JUND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_JUND ACTG1 BTF3 CFL1 CLIC1 DAZAP2 DDX5 DNAJB6 EEF1B2 EEF1G EEF2 EIF4A2 EIF4G2 FAU FBXO7 H1-10 H3-3A H3-3B HNRNPK IER2 JUND LSM14A MCL1 MYL6 NACA NXF1 PCBP2 RBM3 RHOA RPL10A RPL11 RPL13 RPL13A RPL17 RPL18 RPL19 RPL21 RPL22 RPL24 RPL27 RPL27A RPL30 RPL31 RPL34 RPL36A RPL5 RPL6 RPL7 RPL9 RPLP2 RPS12 RPS15A RPS20 RPS24 RPS25 RPS27 RPS27A RPS3A RPS6 RPS7 SLC25A6 SRP14 TPT1 UBB UBC MORF_KDR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_KDR ABCB10 ABCC8 ABO ACKR1 ADAMTSL3 AMOT AOC4P AQP7 ARL3 ASB4 ATXN3 BMP10 CADM4 CAMK4 CCL16 CD8A CDC73 COL14A1 COL19A1 COL8A1 COLGALT2 COX6A2 CXCL5 CYP2E1 DBT DMD EDIL3 EPHB2 ERC2-IT1 ERCC4 EXOC6B F2RL3 FAS FBXL4 FGF18 FSHR FZD5 GJB5 GPR171 GUCY2F H3C6 HNF1A IGKV7-3 IL11RA IL16 ITIH3 JRKL KDR KNG1 KRT2 KRT34 LGI1 MAGEA9 MC5R MLLT10 MYL3 NPFF NR1I2 NR3C2 NTNG2 NTRK3 OCM OPLAH P2RY10 PART1 PCDHGB7 PGM3 PHLDB1 PHOX2B PLA2R1 POLR1HASP POU6F1 PSG1 PTPRB PVR RAD51D RREB1 RXRG S100A5 SERPINA4 SGCD SGPL1 SIM2 SLC22A6 SLC4A8 SLC6A2 SPA17 SUPT3H TBX19 TMEM26 TSSK2 VSTM4 ZNF266 ZSCAN26 MORF_LCAT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_LCAT ADAM7 ADGRB3 AKAP4 AKR1D1 ANGPTL7 AP4E1 ART3 ASTN1 ATG4B ATRNL1 AVP AVPR1A BAAT BHMT BMPER BRDT BTC C18orf25 C1orf21 C9 CBLIF CCL19 CD3G CHRNA3 COX10 CRP CRYBB3 CST5 CUL3 CYP1A2 DCAF4 DCC DMP1 DOC2A DOHH DZIP1 EIF2B1 ELF5 EPHA7 FAM13C FOXN2 FRK FSTL4 GABRA6 GCNT2 GK2 GLRB GPR176 GPR4 GRM7 GRM8 HCG4 HDAC9 HIPK2 HOXD9 HSD17B2 IFNA4 IFT88 IL18RAP IL9 KCNA3 KCNH1 KIF1A KRT37 LCAT LCT LRRTM2 MAP3K14 MATN4 MINAR1 MLLT3 MPHOSPH8 MTRF1L MYBPH MYH7 NACAD NEU3 NLE1 NMBR NPY5R ODF2 OPHN1 OPN1SW P2RY6 PDCL PDE6C PHKG2 PRM2 PRORP PSMD4P1 PTGDR2 RASGRF1 RBM17 RFPL1S RFX1 RPGRIP1 RPGRIP1L SAA4 SCN2A SEC14L2 SERPINC1 SLC16A2 SLC2A4 SLCO2A1 SLITRK2 SNUPN SOX12 SOX3 SPAG8 SPAM1 SSX2IP STARD13 SYT11 TCF15 TCF21 TEKT2 TMEM8B TNFSF11 TNNI2 TNNT2 TPH1 TRIM9 TRPC3 UGT2B4 VIPR2 VPS41 WNT1 XPNPEP2 ZFY ZNF154 ZNF208 ZNF239 ZNF264 MORF_LMO1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_LMO1 AMFR AQP5 ARSL BCL2 CBARP CMA1 COLQ CYP11A1 DAPK2 DPT EFNA2 FDXR FOSL1 FUT6 GGT5 GRIK5 GRIP2 HTR1B HTR4 HTR7 IMPA1 IRF2BP1 ITIH4 JRK KANK2 KRT33A LBP LMO1 MC2R MOK MT4 NCKIPSD NEURL1 NTPCR PARVB PAX8 PAX9 PIGR PRELID3A RBBP8 SEZ6L SLC16A5 SLC24A1 SLC2A1 SLC30A3 SLC4A3 SLC6A9 SPEF1 TMEM94 TNFRSF25 WDR62 ZNF500 MORF_LTK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_LTK AANAT ACKR2 ADAM15 ADAMTSL2 AMFR ANKRD12 AQP5 ARAF ARC ARSL B4GALT3 BAHD1 BCL2 CAMK2B CARD10 CASP2 CCKAR CDK5R1 CLOCK CMA1 CNTN2 CRCP CRHR2 CRYAA CRYBA4 CYP11A1 CYP2A6 DAPK2 DDX11 DGCR11 DOK1 DPT DPYSL4 DTX4 ECE2 EML3 ENTREP1 EXTL3 F7 FCHO1 FDXR FLT1 FUT6 GGT5 GPR161 GPR17 GPR35 GRIK5 GRIP2 GSTM5 HAUS5 HMGCS2 HOXD4 HSD17B3 HSF4 HSPB2 HTR4 HTR7 IFT140 IGHMBP2 IGSF9B IKBKE IRF2 IRF2BP1 ITIH4 ITPR2 JAK3 KAT8 KIFC3 KLHL18 LAIR1 LBP LSM12 LTK MC2R MMP25 MOK MPP2 MR1 MSX1 MT4 MTX1 MYL2 MYO9B N4BP2L2 NCKIPSD NEURL1 NFRKB NTSR2 NUDT3 OGG1 PAIP2B PAX8 PAX9 PCBP3 PHF21A PICK1 PIGB PIGR PIK3CB PML PNMT PRELID3A PRPH PRSS16 PTP4A3 PVT1 RASSF1 RBBP8 RBM8A RPS6KB2 SDC3 SIK3 SIX3 SLC12A4 SLC13A2 SLC16A5 SLC22A24 SLC24A1 SLC2A1 SLC30A1 SLC30A3 SLC4A3 SLC5A2 SLC6A7 SLC6A9 SMPDL3B SPEF1 SSTR5 SUN2 TBC1D22A TBX5 TM4SF5 TMEM94 TMSB4Y TNFRSF25 TNP1 TRA2A TSPO2 TUB TUBGCP4 UGT2B15 WDR62 ZKSCAN3 ZNF500 ZNF592 ZNF710 MORF_MAGEA8 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_MAGEA8 ABCB1 ABCB10 ABCC8 ABO ADAM20 ADAMTSL3 ADGRL2 ADRB1 AKAP3 AMMECR1 AOC4P APOBEC1 AQP7 ARL3 ATF2 ATF6B ATP10B ATP2B2 ATP4B ATP8B1 ATXN3 B4GALT6 BIRC5 BMP10 BRD4 BRINP3 C2orf27A CA3 CACNA2D1 CADM4 CALN1 CAMK4 CAMTA1 CCL16 CCN6 CCR3 CD8A CDC73 CDH4 CDH8 CDR1 CEP162 CFH CHRNB4 CLCN3 CMKLR2 COL14A1 COL19A1 COL8A1 COLGALT2 COQ7 CPB2 CPEB3 CRHR1 CTRL CTSB CXCL5 CYP2C19 CYP2E1 DAZL DBT DDX52 DGCR5 DMD DMPK DNAJC22 DOCK3 DRC3 DRD1 EDIL3 EHHADH EPHB2 ERC2-IT1 ERCC4 EXOC4 EYA1 F2RL1 FAM110B FAM13A FAS FBXL4 FGA FGF18 FGF2 FLRT2 FOSL1 FSHR FUT1 FZD5 GABRB2 GCA GCM1 GHRHR GJB5 GLRA3 GNG4 GPR171 GPR18 GPR19 GRIK1 GUCY2C GUCY2F GYPA GYS2 H3C6 HCRTR2 HEPH HNF1A HSD3B2 HSPA1L HTR1E ICOS IFNA1 IFNA10 IFNA14 IFNA2 IFNA8 IFNW1 IGKV7-3 IL11RA IL16 IL4 IL5 IL7 IPO9 ISL1 ITGBL1 ITIH3 JADE3 JRKL KCNA5 KLHL23 KLRC4 KPNA1 KRT2 KRT34 LDB3 LECT2 LGI1 LILRA1 LILRA4 LIPC LORICRIN LPAR4 LRP4 MAGEA8 MAGEA9 MAP2 MAP2K7 MAP3K1 MC5R MDM2 MINDY2 MLLT10 MON2 MPP3 MPZL1 MYH2 MYT1 NEB NEDD4L NFAT5 NHEJ1 NOL4 NOS2 NPAS2 NPFF NR1I2 NR3C2 NTNG2 OCM OR10H3 OR2B6 P2RY10 PART1 PAX6 PCDHB17P PCDHGB7 PCM1 PDE4D PDE6A PGM3 PHF10 PHLDB1 PHOX2B PLPPR4 POLR1HASP POU6F1 POU6F2 PPM1E PRKCA PRPS1L1 PSD PSG1 PTPN20 PTPRB PTPRR PVR R3HCC1L RAD51D RB1CC1 RBMS3 RBMXL1 RGS7 RNF24 ROR2 RORB RPS6KA5 RREB1 RSC1A1 RXRG RYR1 RYR3 S100A5 SERPINA4 SGCD SIM2 SIX6 SLC15A1 SLC17A1 SLC17A3 SLC26A4 SLC33A1 SLC46A3 SLC4A4 SLC4A8 SLC6A2 SMYD3 SPA17 SPATA2 SPRR2C SRPK3 ST8SIA1 STAC SULT4A1 SUPT3H TANC2 TBX19 TBXT TENM4 THPO TLL1 TMEM26 TNK1 TPD52L1 TRIM24 TSSK2 TTN TTTY1 UBE4B VSTM4 WBP4 ZBTB14 ZBTB40 ZNF132 ZNF141 ZNF157 ZNF202 ZNF266 ZSCAN26 MORF_MAGEA9 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_MAGEA9 ABCB1 ABCB10 ABCB9 ABCC8 ABO ACKR1 ADAM20 ADAMTSL3 ADCY3 ADCYAP1 ADRA1A AFF2 AKAP3 AMMECR1 ANXA10 AOC4P APOBEC1 AQP7 ARFGEF2 ARHGEF12 ARL3 ASB4 ATF2 ATF6B ATP10B ATP2B2 ATP4B ATP6V0A2 ATP8A2 ATP8B1 ATXN3 B3GNT3 B4GALT6 BARX2 BCL2L11 BMP10 BNIP1 BRCA1 BRD4 BRINP3 C1orf216 C6 CA3 CACNA2D1 CACNB1 CADM4 CALN1 CAMK4 CAMTA1 CASP10 CBLN1 CCL16 CCN6 CCR3 CD3E CD6 CD8A CDC42BPA CDC73 CDH4 CDH8 CDKL5 CDR1 CELA2B CEP162 CFH CHRNB4 CHST1 CLCN3 CLOCK CMKLR2 CNKSR1 CNTN6 COL14A1 COL19A1 COL4A4 COL8A1 COLGALT2 COLQ COQ7 COX6A2 CPB2 CPEB3 CPZ CRHR1 CRYM CSRP3 CTRL CTSB CXCL5 CYP11A1 CYP2C19 CYP2D6 CYP2E1 CYP4F2 DAPK2 DAZL DBT DDX52 DEPDC5 DGCR5 DMD DMPK DNAJC16 DNAJC22 DPT DRC3 DRD1 ECM2 EDIL3 EDN3 ELAVL2 ELL2 ELOVL6 ENOX2 EPHB2 ERC1 ERC2-IT1 ERCC4 ESR1 ETV3 EXOC4 F2RL1 F2RL3 FAM13A FAS FBXL4 FGA FGF18 FGF2 FIG4 FLRT2 FLT1 FNTB FOSL1 FRY FRYL FSHR FUT1 FUT6 FZD5 GABRA1 GABRB2 GCA GCM1 GHRHR GJB5 GLE1 GLRA3 GMPR GNG4 GNPAT GPATCH8 GPR15 GPR171 GPR18 GPR19 GRIK1 GRIK5 GRIP2 GUCY2C GUCY2F GYS2 H3C6 HAAO HABP4 HCRTR2 HEPH HMHB1 HNF1A HOXB7 HOXC11 HOXD4 HSD3B2 HTR1B HTR1E HTR2C HTR3A IFNA1 IFNA10 IFNA14 IFNA2 IFNW1 IGKV7-3 IL11RA IL13 IL13RA1 IL16 IL4 IL7 IPO9 ISL1 ITGBL1 ITIH3 ITIH4 IVL JADE3 JRKL KCNA5 KDR KLRC4 KNG1 KPNA1 KRR1 KRT1 KRT2 KRT33A KRT33B KRT34 KRT86 LDB3 LDLRAD4 LECT2 LGI1 LILRA1 LILRA4 LORICRIN LPAR4 LPGAT1 LRP4 LRP6 LTBP4 MAGEA8 MAGEA9 MAGI1 MAP2 MAP2K7 MAP3K1 MASP2 MC5R MDM2 MFN1 MGA MINDY2 MLLT10 MON2 MPP3 MPZL1 MPZL2 MSH3 MSL3 MYH2 MYOZ3 MYT1 NCKIPSD NEB NEDD4L NF1 NFAT5 NFX1 NHEJ1 NMT2 NOS2 NOVA1 NPAS2 NPFF NR1I2 NR2F1 NR3C2 NRP2 NRTN NTNG2 NTPCR NXPE3 OCM OR10H3 OR2B6 OTC P2RY10 PART1 PAX6 PAX7 PAX9 PAXIP1 PCDHB17P PCM1 PDCD1 PDE10A PDE4D PDE4DIP PDE6A PDPN PGM3 PHF10 PHLDB1 PHOX2B PIK3C2A PIK3CB PLA2R1 PLEKHB1 PLPPR4 PLXNA3 POFUT2 POLR1HASP POLR2K POLR3F POU6F1 POU6F2 PPM1E PPP1R12B PPP1R1A PPP2R5B PRELID3A PRIM2 PRKCA PRPS1L1 PSD PSG1 PTEN PTPN20 PTPRB PTPRR PTPRS PVR R3HCC1L RAD51D RB1CC1 RBBP7 RBMS3 RBMXL1 REPS2 RGS7 RNF24 ROR2 RORB RPS6KA5 RREB1 RSC1A1 RUNX1 RUNX2 RXRG RYR3 S100A5 SCAMP1 SCAPER SCN7A SEMA6A SERPINA4 SFRP4 SGCD SGPL1 SIM2 SIX6 SLC13A2 SLC14A2 SLC15A1 SLC16A5 SLC17A1 SLC17A3 SLC17A7 SLC18A1 SLC22A6 SLC26A4 SLC2A1 SLC33A1 SLC46A3 SLC4A3 SLC4A8 SLC6A2 SLC6A4 SMYD3 SOAT2 SOCS6 SPA17 SPATA2 SPRR2C SRPK3 ST8SIA1 STAC STAG1 STARD5 STK17A STXBP5L SULT4A1 SUPT3H SYNJ2 SYT5 TACC2 TAF12 TANC2 TBX19 TBX5 TBXT TENM4 TFDP2 THPO THRA TIE1 TLL1 TMEM26 TNFRSF25 TNIK TNK1 TPD52 TRIM24 TRIO TSHB TSPAN2 TSSK2 TTTY1 UBE4B ULK2 USP20 USP46 VIP VKORC1 VPS35L WBP4 ZBTB14 ZBTB40 ZNF132 ZNF133 ZNF134 ZNF141 ZNF157 ZNF200 ZNF202 ZNF266 ZNF33B ZNF500 ZNF710 ZP2 ZSCAN26 MORF_MAP2K2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_MAP2K2 AFG3L2 AKR7A2 ANAPC5 AP2M1 AP2S1 AP3D1 AP3S1 ATP5F1D ATP5MC3 ATP5PO ATP6AP1 ATXN10 BANF1 BCAP31 BUB3 CANX CAPZA1 CCT5 CCT7 COPE COPS5 COX5B COX8A CS CSNK2B CTDNEP1 CYC1 CYCS DCTN2 DDOST DDX49 DGKZ DRG1 EIF3I EIF3K EIF4EBP2 ERP29 FAM120A FIBP GANAB GLB1 GNB1 GNB2 GNG5 GPAA1 GPI GPX4 H2AZ1 HADHA HADHB HAX1 HCCS HDAC2 HNRNPAB HNRNPUL1 IDH3B IDH3G IFRD1 IMPDH1 JTB KARS1 KHDRBS1 KXD1 LSM2 LSM4 LYPLA1 MAP2K2 MDH1 MRPL9 MRPS18B MTA1 MTCP1 MTDH MYDGF NDUFC1 NDUFS3 NDUFS5 NDUFV1 NONO NRDC NSDHL NUP188 PARK7 PCMT1 PDHB POLR2I PPM1G PPP2R1A PPT1 PRDX3 PRPF31 PSMB2 PSMB7 PSMD8 PTDSS1 PUF60 RAC1 RAD23A RANGAP1 RHEB RNPEP RPN1 RUVBL2 SDHA SDHB SET SF3B2 SLC25A3 SLC3A2 SLC4A2 SNRNP200 SNRPA SNRPE SOD1 SRSF9 SSBP1 STARD7 TBL3 TCEA1 TMED9 TMEM147 TRAPPC3 TRIM28 TUFM U2AF1 UBE2S VDAC2 VDAC3 VPS26A XPO7 YWHAQ ZNRD2 MORF_MAP2K7 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_MAP2K7 ABCB1 ABO ADAM20 ADAMTSL3 AKAP3 AMMECR1 ANXA10 AOC4P APOBEC1 ATF2 ATP4B ATP8A2 ATXN3 BRD4 C6 CA3 CADM4 CALN1 CAMK4 CBLN1 CDC73 CDH4 CDH8 CEP162 CLCN3 CMKLR2 COL19A1 COL8A1 COLGALT2 COX6A2 CPB2 CRHR1 CTRL CTSB DGCR5 DMD DNAJC16 DNAJC22 DRD1 EDIL3 EPHB2 ERCC4 EXOC4 F2RL1 FGA FGF18 FOSL1 FSHR FZD5 GABRB2 GCA GCM1 GJB5 GLRA3 GNG4 GPR15 GPR171 GPR19 GRIK1 GYS2 HCRTR2 HNF1A HOXB7 HOXC11 HSD3B2 HTR1E IFNA1 IFNA14 IFNW1 IL4 IL7 IPO9 ITGBL1 ITIH3 JADE3 JRKL KCNA5 KLRC4 KPNA1 KRT2 KRT34 LDB3 LECT2 LGI1 LILRA1 LILRA4 LRP4 MAGEA8 MAGEA9 MAP2 MAP2K7 MASP2 MC5R MDM2 MINDY2 MON2 MPZL1 MYT1 NEB NHEJ1 NPAS2 NPFF NR1I2 NR3C2 NTNG2 OR10H3 OR2B6 OR7A5 PART1 PAX6 PAX7 PCM1 PDE4D PDE6A PHF10 PHLDB1 PHOX2B PLPPR4 PLXNA3 POLR1HASP POLR2K POU6F2 PPM1E PSD PSG1 PTPRR PVR RAD51D RB1CC1 RBBP7 REPS2 RGS7 RNF24 ROR2 RORB RREB1 RSC1A1 RXRG RYR3 S100A5 SERPINA4 SFRP4 SIM2 SIX6 SLC14A2 SLC15A1 SLC17A1 SLC17A3 SLC46A3 SLC4A4 SLC6A2 SLC6A4 SMYD3 SOCS6 SOX11 SPA17 SPRR2C SRPK3 ST8SIA1 STAC STARD5 SULT4A1 SUPT3H TACC2 TANC2 TBX19 TBXT TENM4 TMEM26 TNK1 TRIO TSHB TTTY1 ULK2 VIP ZBTB14 ZBTB40 ZNF132 ZNF157 ZNF202 ZSCAN26 MORF_MAP3K14 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_MAP3K14 ADAM7 AKAP5 AKR1C4 ANGPTL7 AP4E1 ART3 ASTN1 ATP2A1 ATRNL1 AVPR1A BAAT BHMT BRDT BTBD9 BTC C18orf25 C1orf21 C9 CA5A CBLIF CD3G CDKN2B CHM CHRNA1 COX10 CRISP1 CRISP2 CRYBB3 CST5 CTRB1 CUL3 CXCL6 CYP1A2 CYP4F11 CYTH3 DCAF4 DKFZP434A062 DMP1 DOC2A DOHH DSC1 EIF2B1 EPHA7 FOXH1 FOXN2 FSTL4 GABRA6 GK2 GPR176 GRM8 GUCA2A HIPK2 HOXD9 IFNA4 IL18RAP IPO8 IRGC KCNA3 KCNH1 KIF17 KIF1A KIT KRT37 LCAT LDB2 MAP3K14 MATN4 MLLT3 MPHOSPH8 MT1B MTRF1L MUC7 MYBPH MYCNOS MYH7 NACAD NEU3 NLE1 NPY5R NTN3 ODF2 OPHN1 OPN1SW OPRPN ORC4 P2RY6 PDE6C PDE9A PHKG2 PRORP PTGDR2 RAB3A RASGRF1 RBM17 RFX1 RPGRIP1 SAA4 SCN2A SEC14L2 SERPINC1 SLITRK2 SMG6 SOS1 SOX3 SPAM1 SPOCK3 SYT11 TCF15 TEKT2 TNFSF11 UGT2B4 VIPR2 VPS41 WNT1 XPNPEP2 YJU2 ZFY ZNF154 ZNF208 ZNF239 ZNF264 MORF_MBD4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_MBD4 ADAR AP2M1 ATP5F1C ATP5MF ATP6AP2 BAG5 BUD31 CANX CD47 CFDP1 CLEC18C CNBP CNIH1 COPB1 COPS5 COX4I1 COX5A COX7A2L CTBP1 CTCF DNPEP DYNC1I2 EBAG9 EIF4E2 ENSA FAM120A FAM20B GABARAPL2 GMFB HADHB HARS2 HSBP1 IST1 KARS1 LAMP2 MBD4 MDH1 MTDH MYL11 NDUFA1 NDUFA2 NDUFS1 NEDD8 PDCD6 PPP1CA PPP1R7 PPP6C PRKAR1A PSMA3 PSMA4 PSMB4 PSMC1 PSMC2 PSMC6 PSMD7 RAB5A RAD21 RAD23B RALBP1 RNF115 RNF6 SAP18 SEC13 SEM1 SETD3 SKP1 SLC35A1 SMG7 SPTLC1 SRP19 SRP9 STX16 SUMO1 SYPL1 TBCA TMED2 UBE4A UBR5 UGP2 UQCRB URI1 URM1 UTP18 YWHAB YY1 MORF_MDM2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_MDM2 ABCB1 ABCB10 ABCB9 ABCC8 ABO ADAM20 ADAMTSL3 ADCY3 ADCYAP1 AKAP3 AMMECR1 AOC4P APOBEC1 AQP7 ARFGEF2 ARL3 ATF2 ATF6B ATP10B ATP2B2 ATP4B ATP6V0A2 ATP8B1 ATXN3 BARX2 BCL2L11 BMP10 BNIP1 BRCA1 BRD4 BRINP3 C1orf216 CACNA2D1 CADM4 CALN1 CAMK4 CASP10 CCL16 CCR3 CD3E CDC73 CDKL5 CDR1 CEP162 CFH CLCN3 CLOCK CMKLR2 CNTN6 COL14A1 COL19A1 COL8A1 COLGALT2 COQ7 COX6A2 CPB2 CPEB3 CRHR1 CSRP3 CTRL CTSB CXCL5 CYP11A1 CYP2E1 CYP4F2 DBT DGCR5 DMD DMPK DNAJC16 DNAJC22 DPT DRC3 DRD1 ECM2 EDIL3 ELAVL2 ELOVL6 EPHB2 ERC1 ERC2-IT1 ERCC4 EXOC4 F2RL1 FAS FBXL4 FGF18 FGF2 FLT1 FNTB FOSL1 FSHR FZD5 GABRB2 GCA GCM1 GJB5 GLE1 GLRA3 GMPR GNG4 GPLD1 GPR15 GPR171 GPR18 GPR19 GRIK1 GRIK5 GUCY2C GUCY2F H3C6 HCRTR2 HNF1A HOXC11 HOXD4 HSD3B2 HTR1E IFNA1 IFNA14 IFNW1 IGKV7-3 IL11RA IL16 IL4 IL5 IL7 IPO9 ITGBL1 ITIH3 IVL JADE3 JRKL KCNA5 KLRC4 KNG1 KRR1 KRT1 KRT2 KRT33A KRT33B KRT34 KRT86 LECT2 LGI1 LILRA1 LILRA4 LPGAT1 MAGEA8 MAGEA9 MAGI1 MAP2 MAP2K6 MAP2K7 MC5R MDM2 MFN1 MINDY2 MLLT10 MON2 MPZL1 MPZL2 MSH3 MSL3 MYH2 MYOZ3 MYT1 NCKIPSD NEB NFAT5 NHEJ1 NOS2 NOVA1 NPAS2 NPFF NR1I2 NR3C2 NTNG2 NXPE3 OR2B6 P2RY10 PART1 PAX6 PAX7 PAX9 PAXIP1 PCM1 PDE10A PDE6A PGM3 PHF10 PHLDB1 PHOX2B PLA2R1 PLEKHB1 PLPPR4 POLR1HASP POLR2K POLR3F POU6F1 POU6F2 PPP1R12B PPP1R1A PPP2R5B PRELID3A PRKCA PRPS1L1 PSD PSG1 PTPRB PTPRR PTPRS PVR R3HCC1L RAD51D RB1CC1 RBBP7 RBMS3 RBMXL1 RNF24 ROR2 RORB RPS6KA5 RREB1 RSC1A1 RXRG RYR3 S100A5 SERPINA4 SIM2 SIX6 SLC15A1 SLC16A5 SLC17A1 SLC17A3 SLC22A6 SLC2A1 SLC33A1 SLC46A3 SLC4A3 SLC4A8 SLC6A2 SOAT2 SPA17 SRPK3 ST8SIA1 STAC STAG1 SULT4A1 SUPT3H SYT5 TACC2 TANC2 TBX19 TBX5 TBXT TENM4 TFDP2 TMEM26 TNFRSF25 TNK1 TRIM24 TRIO TSPAN2 TSSK2 TTTY1 UBE4B ULK2 VKORC1 WBP4 ZBTB14 ZBTB40 ZNF132 ZNF134 ZNF141 ZNF157 ZNF200 ZNF202 ZNF266 ZSCAN26 MORF_MLLT10 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_MLLT10 ABCB1 ABCB10 ABCC8 ABO ADAM20 ADAMTSL3 ADCY3 AKAP3 AMMECR1 AMOT AOC4P APOBEC1 AQP7 ARFGEF2 ARL3 ATF2 ATP10B ATP4B ATP6V0A2 ATP8B1 ATXN3 B3GNT3 B4GALT6 BARX2 BCL2L11 BIRC5 BMP10 BNIP1 BRCA1 BRD4 BRINP3 BRWD1 C1orf216 C2orf27A CACNA2D1 CACNB1 CADM4 CALN1 CAMK4 CAMTA1 CASP10 CCL16 CCR3 CD8A CDC73 CDH4 CDR1 CDYL CELA2B CEP162 CFH CHRNB4 CHST1 CLCN3 CMKLR2 CNTN6 COL14A1 COL19A1 COL8A1 COLGALT2 COQ7 COX6A2 CPB2 CPEB3 CRHR1 CTRL CTSB CXCL5 CYP11A1 CYP2D6 CYP2E1 CYP4F2 DAZL DBT DDX52 DGCR5 DMD DMPK DNAJC16 DNAJC22 DRC3 DRD1 EDIL3 ELAVL2 ELOVL6 EPHB2 ERC1 ERC2-IT1 ERCC4 EXOC4 F2RL1 F2RL3 FAM110B FAM13A FAS FBXL4 FGF18 FGF2 FLRT2 FNTB FOSL1 FRY FSHR FUT1 FZD5 GABRB2 GCA GCM1 GHRHR GJB5 GLE1 GLRA3 GNG4 GPATCH8 GPR15 GPR171 GPR18 GPR19 GRIK1 GRIK5 GUCY2C GUCY2F H3C6 HCRTR2 HNF1A HOXD4 HSD3B2 HTR1E IFNA1 IFNA10 IFNA14 IFNA2 IFNW1 IGKV7-3 IL11RA IL13RA1 IL16 IL4 IL7 IPO9 ITGBL1 ITIH3 JADE3 JRKL KCNA5 KDR KLRC4 KRR1 KRT2 KRT33A KRT34 KRT86 LDB3 LECT2 LGI1 LILRA1 LORICRIN LRP4 MAGEA8 MAGEA9 MAP2 MAP3K1 MASP2 MC5R MDM2 MFN1 MGA MINDY2 MLLT10 MON2 MPP3 MPZL1 MSH3 MSL3 MYH2 MYT1 NEB NFAT5 NFX1 NHEJ1 NOL4 NOS2 NOVA1 NPAS2 NPFF NR1I2 NR3C2 NRTN NTNG2 NXPE3 OCM OR10H3 OR2B6 P2RY10 PART1 PAX6 PAX7 PAX9 PAXIP1 PCM1 PDE4D PDE6A PGM3 PHF10 PHLDB1 PHOX2B PIAS2 PIK3C2A PIK3CB PLEKHB1 PLPPR4 POLR1HASP POLR2K POLR3F POU6F1 POU6F2 PPM1E PPP2R5B PRELID3A PRKCA PSD PSG1 PTEN PTPRB PVR R3HCC1L RAD51D RB1CC1 RBMXL1 RNF24 RORB RPS6KA5 RREB1 RSC1A1 RUFY3 RUNX2 RXRG RYR3 S100A5 SCN7A SERPINA4 SGCD SGPL1 SIM2 SIX6 SLC15A1 SLC17A3 SLC22A6 SLC33A1 SLC46A3 SLC4A8 SLC6A2 SMYD3 SPA17 SPATA2 SPRR2C SRPK3 ST8SIA1 STAC STAG1 SULT2B1 SULT4A1 SUPT3H SURF2 SYT5 TACC2 TANC2 TBX19 TBXT TENM4 TFDP2 THPO TIE1 TLE1 TLL1 TMEM11 TMEM26 TNK1 TPD52 TPD52L1 TRIM24 TSPAN2 TSSK2 TTN TTTY1 UBE4B ULK2 USP20 USP46 WBP4 ZBTB14 ZBTB33 ZBTB40 ZNF132 ZNF134 ZNF141 ZNF157 ZNF202 ZNF266 ZNF33B ZP2 ZSCAN26 MORF_MSH2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_MSH2 ACTL6A AIMP2 ALG8 ATP5PF BAZ1B BUB3 CCT5 CHAF1A CLNS1A COPS5 DDX39A DEK EIF2B4 G3BP1 GPN1 GTF2H1 HAT1 HDAC2 HNRNPA2B1 HNRNPAB HNRNPU IARS1 ICE1 ILF2 KHDRBS1 LRPPRC MCM2 METAP1 MRPS18B MSH2 MSH6 NAE1 NUDC NUP188 PARG PCNA POLR2I POP5 PRPSAP1 PSMB2 RAD21 RANBP1 RFC4 RPA1 RRM1 RUVBL2 SART3 SET SMC1A SNRNP200 SOD1 SPCS2 SRSF1 SSBP1 SSRP1 SUCLA2 TRRAP UNG USP1 XPO1 ZZZ3 MORF_MSH3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_MSH3 ABCB10 ABCB9 ABCC8 ABO ADCY3 AFF2 AMFR AMMECR1 AMOT AOC4P AQP5 AQP7 ARHGAP12 ARL3 ATF2 ATP6V0A2 ATP6V1B1 ATP8B1 ATRX ATXN3 BARX2 BMP10 BNIP1 BPHL BRCA1 BRWD1 C1orf216 CACNB1 CAMK2G CAMK4 CASP10 CCNF CDC73 CDYL CELA2B CEP162 CFH CHD9 CLOCK CLPX CNKSR1 COL19A1 COLGALT2 COLQ COQ7 COX6A2 CPB2 CPEB3 CPSF4 CPZ CRHR1 CTRL CYP11A1 CYP2D6 CYP2E1 DGCR5 DIMT1 DKK4 DMPK DNAJC16 DOCK1 DPT DRC3 ELAVL2 EP400 EPHB2 ERC1 ERCC4 ESR1 EXTL3 FGF18 FIG4 FNTB FOSL1 FOXD1 FPR2 FRY FRYL FSHR FUT6 GJB5 GLE1 GNA11 GNG4 GNPAT GPATCH8 GPR15 GPR18 GPR19 GRIK5 GRIP2 GTSE1 HABP4 HCRT HIC2 HNF1A HOXA11 HOXD4 HSPA13 HTR1E HTR7 IFT27 IGKV7-3 IKBKE IL13 IL16 INPP5E IQCK IRF2 ITIH3 JADE3 JRK KAZN KHK KIAA0586 KLHDC10 KLHL18 KLRC4 KRR1 KRT2 KRT33A KRT86 LEPROTL1 LPGAT1 LTBP4 LY9 MAGEA9 MC5R MDM2 MFN1 MLLT10 MON2 MSH3 MSL3 NF1 NFAT5 NFX1 NFYB NKRF NMT1 NOS2 NPFF NR1I2 NR2C1 NRP2 NRTN NTNG2 NXPE3 OPLAH OR2B6 P2RY10 PAX7 PAX9 PAXIP1 PCF11 PDE6A PGM3 PHF10 PHLDB1 PIAS2 PIGF PIK3C2A PIK3CB PITPNA PLEKHB1 POFUT2 POLA1 POLR2K POP4 POU6F1 POU6F2 PPP1R12B PPP1R1A PPP1R3D PPP2R5B PPP5C PRELID3A PRIM2 PRKACA PSG1 PSMF1 PTEN PVR RAD51D RAP1A REV3L RNF14 RPS6KA5 RREB1 RUNX1 RUNX2 RXRG SCAMP1 SERPINA4 SIM2 SLC16A5 SLC17A3 SLC18A1 SLC22A6 SLC2A1 SLC33A1 SLC4A3 SMG1 SMYD5 SPA17 SPAST SPRED2 SULT2B1 SULT4A1 SUPT3H SURF2 SYNJ2 SYT5 TAF2 TAF5L TANC2 TBC1D22A TBX19 TFDP2 TMEM11 TMEM184B TNIK TRIM24 TSSK2 TTI1 TTLL5 UBE4B USP20 USP46 WBP4 WIPF2 YAF2 ZBTB14 ZBTB22 ZBTB40 ZNF133 ZNF134 ZNF157 ZNF266 ZNF33B ZNF500 ZNF592 ZSCAN26 MORF_MT4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_MT4 AAK1 AANAT ACKR2 ADAM15 ADAMTSL2 ADD2 AFF2 AGPS ALDOC AMFR ANTXR1 AQP5 AQP7 ARC ARSL ATP6V0A2 ATP6V1B1 ATRX B4GALT3 BAHD1 BCL2 BMP10 BPHL BRD1 BTD CACNB2 CAMK2G CBARP CCKAR CD8B CDK13 CDK5R2 CEP350 CHD3 CHD9 CLBA1 CLP1 CLPX CMA1 CNOT2 CNTN2 COLQ COX6A2 CPSF4 CRAT CRCP CRHR2 CRYAA CRYBA4 CSTF3 CTRL CYP11A1 CYP2A6 DAPK2 DDX11 DKK4 DOK1 DPT DPYSL4 DTNA DTX4 ECE1 ECE2 EEF1AKMT3 EML3 ENTREP1 ENTREP3 ERCC2 ESR1 ESR2 EXTL3 F7 FANCG FCHO1 FDXR FLT1 FOSL1 FOXE1 FOXN3 FRG1 FRYL FUT6 GALNT2 GLE1 GPATCH8 GPR35 GRIK5 GRIP2 GTSE1 HAUS5 HMGCS2 HNRNPL HOXD4 HSD17B3 HSPB2 HTR4 HTR7 IKBKE IKZF1 IL13 IMPA1 INPP5E IPCEF1 IRF2 IRF2BP1 ITIH4 ITPR2 JAG1 JAK3 JMJD6 JRK KANK2 KANK3 KCNJ4 KIAA0586 KIFC3 KLHL18 KRR1 KRT33A KRT86 LAIR1 LBP LCOR LEPROTL1 LMO1 LRCH4 LSM1 LSM12 LTBP4 LTK LY9 MC2R MC5R MLN MMP25 MOK MPP2 MSL3 MSX1 MT4 MTX1 MYO9B NCKIPSD NEK9 NEURL1 NEUROD2 NF1 NFRKB NFYB NR2C1 NR3C1 NRP2 NRTN NUDT3 OGG1 OPRL1 PARVB PAX8 PAX9 PAXIP1 PCBP3 PCGF1 PEX6 PHF21A PICK1 PIGB PIGR PIK3CB PLEKHB1 PLIN3 PLK3 PML PNMT POLR2K POLR3D POU6F1 PRELID3A PRKCSH PSMF1 PVT1 RANBP2 RAP1A RASSF1 RBBP8 RERE RFC1 RNF139 ROCK1 RPS6KB2 RUNX1 RWDD3 SEC31A SEZ6L SFSWAP SH2B1 SIK3 SLC12A4 SLC13A2 SLC16A5 SLC18A1 SLC22A24 SLC22A6 SLC24A1 SLC25A11 SLC2A1 SLC30A1 SLC30A3 SLC4A3 SLC5A2 SLC6A11 SLC6A7 SLC6A9 SMC5 SPEF1 SSTR5 ST13 STK17A STK19 SUMO4 SUN2 TAF5L TBC1D22A TBX5 TFDP2 TLN2 TM4SF5 TMEM11 TMEM94 TNFRSF25 TNKS TSPO2 TTC22 TTI1 TUBGCP4 UGT2B15 UTRN WDR62 WIPF2 ZBTB17 ZDHHC18 ZKSCAN3 ZNF292 ZNF32 ZNF500 ZNF592 ZNF710 ZP2 MORF_MTA1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_MTA1 ACTL6A AFG3L2 AKR7A2 AP3S1 ARF3 ARFGAP2 ATG12 BANF1 BCAP31 CANX CENPB CFDP1 CNOT3 COIL COPS5 COX5A CS CTDNEP1 CYC1 DCTN2 DOCK3 DRG1 ENSA F8A1 FAM120A FBXW11 FIBP GGCT GPAA1 HDAC2 HNRNPAB ILF2 ILVBL KARS1 KDELR1 KHDRBS1 LYPLA1 MAML1 MAP2K2 METAP1 MRPL28 MRPL9 MRPS18B MTA1 MTCP1 MTDH NCBP2 NDUFV1 NONO NSDHL NUP188 NUP62 PABPN1 PDAP1 PHF3 PIGC POLE3 POLR2I PPM1G PPP1R7 PPP2R1A PRKAG1 PRKAR1A PSMB2 PSMB4 PSMB6 PSMD7 PUF60 PWP1 RAB6A RAC1 RAD21 RAD23B RPA1 SARS1 SART3 SDHA SEM1 SERP1 SET SHMT1 SLC35A1 SLC4A2 SMARCD2 SMG7 SNRNP200 SNRPA SOD1 SPCS2 SRP9 SUMO1 TCEA1 TIAL1 TMBIM6 TMEM106C TUFM UBAP2L XPO6 XPO7 XPOT ZZZ3 MORF_MYC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_MYC ABO ADCYAP1 AMFR AQP5 BCL2 CD6 CDK5R1 CEP135 CLOCK COLQ CRHR1 CYP11A1 DAPK2 DOK1 DPT DRC3 ENTREP1 ESR1 F7 FDXR GLE1 GRIK5 GRIP2 GRK4 HAUS5 HOXD4 HTR4 HTR7 IPCEF1 ITIH4 ITPR2 KAT8 KLHL18 KRT1 KRT33A KRT86 KYAT1 LTBP4 MC2R MLN MPP2 MSX1 MYC MYO9B NCKIPSD NFIC NFRKB PAX7 PAX8 PAX9 PAXIP1 PIGB PLEKHB1 PRELID3A PRSS16 RASSF1 RBBP8 RFC5 RPH3A RPS6KB2 SCAPER SIX3 SLC13A2 SLC16A5 SLC22A24 SLC2A1 SLC30A3 SLC4A3 SLC5A2 SLC6A9 SRSF8 SSTR5 STK17A TBX5 TGOLN2 TMEM94 TNFRSF25 ZKSCAN3 ZNF330 ZNF592 MORF_MYL3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_MYL3 ABCB1 ABCB10 ABCC8 AMMECR1 AOC4P AQP7 ARL3 BMP10 CDC73 COL19A1 COLGALT2 COX6A2 CYP2C19 CYP2D6 ELAVL2 EPHB2 ERC1 ERCC4 FBXL4 FGF18 FOSL1 FPR2 GJB5 H3C6 HOXD13 HSD3B2 HTR3A IGKV7-3 IL11RA ITIH3 JRKL KDR KRT2 LGI1 LORICRIN MAGEC1 MEOX2 MYL3 NFAT5 NPFF NR1I2 NRXN1 NTNG2 OPLAH PDE4D PGM3 PKP1 PTPRB RREB1 RUNX2 RXRG S100A5 SCN7A SERPINA4 SGCD SIM2 SLC22A6 SLC26A4 SLC4A8 SPA17 TANC2 TBX19 TMEM26 TSSK2 WBP4 ZBTB40 ZNF133 ZNF33B ZP2 ZSCAN26 MORF_MYST2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_MYST2 ALDH4A1 APOBEC3C ARAF ARVCF B4GALT3 CAMK2B CNOT4 CNPPD1 CNTN1 DNAJC8 DRG2 E2F1 EFNA3 FZR1 GIGYF2 GNL1 GPR161 GPR35 GPRIN2 GRK2 GRM4 GSK3A GTF2F1 H3-3A HNRNPK KAT7 KIF21B LGALS9 LPAR2 LY6G6C M6PR MAN2C1 MVK NHERF2 NR1H2 NUDT3 ODF1 ORC1 PCBP3 PDPK1 PEX10 PFKFB2 PIM1 PNMT PRKCSH PRPF8 PRPH PTGER3 RAP1GAP2 RASSF7 RPL22 RPS27A RXRB SLC12A4 SNW1 STK19 SUN2 TNK2 TPMT TSPO2 TUB UBE3B USP11 VAMP1 XRCC2 ZBED1 ZFPL1 ZNF337 MORF_NF1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_NF1 ABCB10 ABCB9 ABCC8 ABO ADCY3 ADCYAP1 AFF2 AGPS AOC4P AQP5 AQP7 ARL3 ATP6V0A2 ATP6V1B1 BCL2 BMP10 BRCA1 BRD1 CAMK2G CASP10 CCKAR CEACAM4 CELA2B CFH COLGALT2 COX6A2 CTRL CYP11A1 CYP2A6 CYP2D6 CYP2E1 DAPK2 DKK4 DNAJC16 DOCK1 DPT DRC3 DTNA DTX4 ELAVL2 EN2 ENTREP1 EPHB2 ERC1 ERCC4 ESR1 ETV3 EXTL3 FGF18 FIG4 FLT1 FNTB FOSL1 FRY FRYL FUT6 GJB5 GLE1 GNPAT GPATCH8 GPLD1 GPR3 GRIK5 GRIP2 GSTM5 GTSE1 HOXD13 HOXD4 HTR4 HTR7 IFT27 IGKV7-3 IL11RA IL13 IL16 IRF2 IRS2 ITIH4 ITPR2 JRK KANK3 KLHL18 KRR1 KRT2 KRT33A KRT33B KRT86 LBP LEFTY1 LPGAT1 LTBP4 LY9 MAGEA9 MC5R MFN1 MLN MSH3 MSL3 MSX1 MT4 MYO9B NEUROD2 NF1 NFAT5 NFX1 NOS2 NR1I2 NRP2 NRTN NTNG2 NXPE3 OPLAH OPRL1 P2RY10 PAX9 PAXIP1 PDE4D PIGB PIGR PIK3CB PLEKHB1 POFUT2 POLR2K POU6F1 POU6F2 PRELID3A PRKACA PSG1 PVR RASSF1 RPS6KA5 RREB1 RXRG SCAPER SIM2 SKI SLC13A2 SLC16A5 SLC18A1 SLC22A6 SLC25A11 SLC2A1 SLC30A3 SLC4A3 SLC6A11 SLC6A7 SMYD5 SP140 SPEF1 STK17A SULT2B1 SULT4A1 SYT5 TBC1D22A TBX19 TBX5 TFDP2 TMEM11 TMPRSS6 TNFRSF25 TRIM24 TSSK2 WBP4 WT1 ZBTB22 ZNF133 ZNF266 ZNF500 ZNF592 ZP2 MORF_NME2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_NME2 ACTB ACTG1 ALDOA AP2M1 ARF5 ATP5F1C ATP5MF ATP5MJ ATP6V1F BANF1 BBLN BTF3 CALM2 CALR CANX CCT7 CFL1 CLIC1 COPS6 COX4I1 COX5B COX6A1 COX6B1 COX7A2 COX7A2L COX7C COX8A CYC1 DNPEP DRG1 EEF1A2 EEF1D EEF1G EEF2 EIF4A1 EIF4G2 ELOB ENO1 FAU GANAB GNAS HDGF HINT1 HMGN2 HNRNPC HSP90AA1 HSP90AB1 HSPD1 HUWE1 JTB LDHA LYPLA2 MIF MRPL23 MYL11 MYL6 NACA NDUFA1 NDUFA2 NEDD8 NME1 NME2 NPM1 OAZ1 OTUB1 PABPC1 PCBP2 PDAP1 PFN1 PGK1 POLR2H PPIA PSMB1 PSMB4 PSMC1 PSMD8 PTPA PUF60 RACK1 RALY RAN RPL11 RPL12 RPL13 RPL13A RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL23A RPL24 RPL27 RPL27A RPL30 RPL31 RPL32 RPL34 RPL35 RPL36A RPL36AL RPL38 RPL6 RPL7 RPL8 RPL9 RPLP0 RPLP2 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15A RPS16 RPS19 RPS20 RPS23 RPS24 RPS25 RPS27 RPS27A RPS29 RPS3 RPS3A RPS4X RPS5 RPS6 RPS7 RPS8 RPS9 SAP18 SLC25A6 SNRPB SNRPE SPAG7 SRP14 SSNA1 SSR2 STOML2 SUMO2 SUMO3 TBCB TMEM147 TSR3 TUBA1B UBA1 UBB UBC UBE2I UQCRB URM1 XBP1 YWHAZ MORF_NOS2A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_NOS2A ABCB1 ABCB10 ABCB9 ABCC8 ABO ADAM20 ADAMTSL3 ADCY3 ADCYAP1 AFF2 AKAP3 AMMECR1 AOC4P AQP5 AQP7 ARFGEF2 ARL3 ATF2 ATP10B ATP2B2 ATP4B ATP6V0A2 ATP8A2 ATP8B1 ATXN3 B4GALT6 BARX2 BCL2 BCL2L11 BMP10 BNIP1 BRCA1 BRD4 BRINP3 C1orf216 CADM4 CALN1 CAMK2G CAMK4 CASP10 CCR3 CD3E CD6 CDC73 CELA2B CEP162 CFH CHST1 CLOCK CMKLR2 COL19A1 COL8A1 COLGALT2 COLQ COX6A2 CPB2 CPZ CRHR1 CTRL CYP11A1 CYP2D6 CYP2E1 CYP4F2 DAPK2 DBT DGCR5 DNAJC16 DPT DRC3 EDIL3 ELAVL2 ELL2 EPHB2 ERC1 ERCC4 ESR1 EXOC4 FAS FGF18 FIG4 FLT1 FNTB FOSL1 FRYL FSHR FUT6 FZD5 GABRB2 GCM1 GHRHR GJB5 GLE1 GNG4 GPATCH8 GPR15 GPR171 GPR18 GPR19 GRIK1 GRIK5 GRIP2 H3C6 HABP4 HCRTR2 HNF1A HOXD4 HTR1B HTR1E HTR3A HTR4 HTR7 IFNA14 IGKV7-3 IL11RA IL13 IL16 IL4 IL7 IPO9 ITIH3 ITIH4 IVL JADE3 JRK JRKL KANK3 KCNA5 KLHL18 KLRC4 KRR1 KRT1 KRT2 KRT33A KRT33B KRT86 LECT2 LILRA1 LILRA4 LPGAT1 LTBP4 MAGEA8 MAGEA9 MAGI1 MAP2 MC2R MC5R MDM2 MFN1 MGA MINDY2 MLLT10 MLN MON2 MPZL1 MPZL2 MSH3 MSL3 MSX1 MYH2 MYO9B MYOZ3 MYT1 NCKIPSD NEB NF1 NFX1 NOS2 NPFF NR1I2 NR2F1 NR3C2 NRTN NTNG2 NTPCR NXPE3 OPRL1 OR2B6 P2RY10 PART1 PAX6 PAX7 PAX9 PAXIP1 PCM1 PDE4D PDE6A PGM3 PHF10 PHLDB1 PHOX2B PIGB PIK3C2A PIK3CB PLEKHB1 PLPPR4 PLXNA3 POFUT2 POLR1HASP POLR2K POU6F1 POU6F2 PPP1R12B PPP1R1A PPP2R5B PRELID3A PRPS1L1 PSD PSG1 PTPRS PVR RAD51D RB1CC1 RBMXL1 RNF24 RORB RPS6KA5 RREB1 RSC1A1 RUNX1 RUNX2 RXRG RYR3 S100A5 SCAPER SERPINA4 SIM2 SIX3 SIX6 SLC13A2 SLC15A1 SLC16A5 SLC17A1 SLC17A3 SLC18A1 SLC22A6 SLC2A1 SLC30A3 SLC33A1 SLC46A3 SLC4A3 SLC6A11 SLC6A2 SOAT2 SOCS6 SPA17 SRPK3 STAC STARD5 STK17A SULT2B1 SULT4A1 SUPT3H SYNJ2 SYT5 TACC2 TANC2 TBC1D22A TBX19 TBX5 TBXT TENM4 TFDP2 TGFBR1 TIE1 TMEM11 TMEM26 TNFRSF25 TNIK TNK1 TRIM24 TRIO TSSK2 TTTY1 UBE4B USP20 WBP4 WT1 ZBTB14 ZBTB40 ZNF132 ZNF133 ZNF134 ZNF157 ZNF200 ZNF202 ZNF500 ZNF592 ZSCAN26 MORF_NPM1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_NPM1 ACP1 ACTB ACTG1 ANP32B ARPC3 ATP5F1A BTF3 CBX3 CCNI CCT2 CCT7 CFL1 CLIC1 COPS6 COX4I1 COX6A1 COX7C DDX49 DRG1 EEF1A1 EEF1B2 EEF1D EEF1G EEF2 EIF3D EIF3E EIF3F EIF3H EIF3M EIF4A1 EIF4A2 EIF4G2 ENO1 FAU GDI2 GNAS H2AZ2 H3-3A HDGF HINT1 HMGN1 HMGN2 HNRNPA1 HNRNPC HNRNPK HSP90AA1 HSP90AB1 HSPD1 JTB LDHA MAZ MRPL23 NACA NAP1L1 NCL NME2 NONO NPM1 OAZ1 PABPC1 PARK7 PCBP2 PFN1 PGK1 PHB2 PPIA PSMB1 PTMA RACK1 RAN RHOA RNPS1 RPL10A RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL23 RPL23A RPL24 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL36A RPL37 RPL38 RPL4 RPL5 RPL6 RPL7 RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS23 RPS24 RPS25 RPS27 RPS27A RPS28 RPS29 RPS3 RPS3A RPS4X RPS5 RPS6 RPS7 RPS8 RPS9 SLC25A3 SLC25A6 SNRPB SNRPE SRP14 SRSF2 STRAP SUMO2 SUMO3 TPT1 TUBA1B TUBB U2AF1 UBA2 UBB UBC UBE2I UBE2L3 UQCRFS1 UQCRH USP22 XRCC6 YBX1 YWHAQ YWHAZ MORF_ORC1L https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_ORC1L ADAM15 ANKRD12 ARIH2 ARPC3 ARSL B4GALT3 CAMK2B CASP2 CELA2A CNP CNTN1 COPS2 CRYBA4 DNAJC8 DRG2 ENTREP3 FCHO1 GHITM GPR161 GPR35 GRK6 GSK3A GTF2F1 HMGB1 HNRNPL IGHMBP2 IGSF9B IKBKG IRF2BP1 KAT7 LSM12 M6PR MGAT1 MVK NDST1 NUDT3 ORC1 PAIP2B PAX8 PCBP3 PITPNM1 PKMYT1 PLIN3 PNMT POLR2A PRKCSH PRPF8 PSD4 PSMA1 PTGER3 PTPN9 RAP1GAP2 RFC1 RPA2 SIK3 SLC12A4 SUMO4 TAF1 TAFAZZIN TCOF1 TNK2 TOMM34 TSPO2 TUB TXLNA XRCC2 ZBED1 ZFPL1 ZNF337 MORF_PAPSS1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_PAPSS1 ACTR3 AFG3L2 AHCYL1 ANAPC5 ANXA7 AP3S1 ARF4 ARFGEF1 ARPC5 ATXN10 BMI1 BRD8 CALM2 CANX CAP1 CAPZA1 CAPZB CLSTN1 CS CTDNEP1 DCTD DDX39B DGKZ DNAJC8 DYNLL1 EFCAB14 EIF1AX EIF4EBP2 EPRS1 ESD FAM120A FBXW11 G3BP2 GAK GANAB GNB1 GNB2 GNG5 GPAA1 GPN1 GTF2A2 HADHA HADHB HDAC1 HDAC2 HNRNPD IDH3G IFRD1 KHDRBS1 KRIT1 KXD1 LRPPRC LYPLA1 MDH1 METAP1 MTDH NAP1L4 NDUFC1 NONO PABPN1 PAPSS1 PDHB PPT1 PTPRA PUM2 RAB6A RAD23A RCHY1 RNF44 RNPEP RPN1 RTCB RTN4 SEC24C SEC63 SERP1 SH3BGRL SMARCC2 SMNDC1 SNRNP200 SREBF2 SRRM1 STARD7 SUMO2 TAX1BP1 TCEA1 TIAL1 TM9SF2 TMED9 TNPO3 TOMM70 TRAPPC3 VAMP3 VDAC2 VDAC3 VGLL4 VPS26A XPO1 XPO7 XRCC5 YWHAQ ZNF131 ZNF638 MORF_PAX7 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_PAX7 ABCA1 ABCB9 ABCC8 ABO ADAM20 ADCY3 ADCYAP1 AFF2 AKAP3 AMFR AMMECR1 ANXA10 AOC4P AQP5 AQP7 ARFGEF2 ARL3 ATF2 ATP10B ATP2B2 ATP6V0A2 ATP8A2 ATP8B1 ATXN3 BARX2 BCL2 BCL2L11 BMP10 BNIP1 BRCA1 BRD4 C1orf216 CACNB1 CADM4 CAMK2G CAMK4 CBARP CBLN1 CCIN CCR3 CD3E CD6 CDC73 CDH4 CEP135 CEP162 CFH CLOCK CMKLR2 CNKSR1 COL19A1 COLGALT2 COLQ COX6A2 CPB2 CPZ CRHR1 CSRP3 CTRL CYP11A1 CYP2D6 CYP2E1 DAPK2 DEPDC5 DGCR5 DNAJC16 DPT DRC3 ECM2 EDIL3 EGR1 ELAVL2 ELL2 ENOX2 ENTPD1 EPHB2 ERC1 ERCC4 ESR1 ETV3 EXOC4 FGA FGF18 FIG4 FLT1 FNTB FOSL1 FUT6 FZD5 GABRB2 GCM1 GJB5 GLE1 GMPR GNG4 GNPAT GPR15 GPR18 GPR19 GRIK5 GRIP2 HAAO HABP4 HCRTR2 HMHB1 HNF1A HOXC11 HOXD4 HTR1B HTR1E HTR4 IL3 IL4 IPO9 ITIH4 IVL JADE3 KANK2 KAT8 KAZN KCNA5 KLRC4 KRR1 KRT1 KRT2 KRT33A KRT33B KRT86 LECT2 LILRA4 LINC00837 LPGAT1 LTBP4 MAGEA9 MAGI1 MAP2K7 MC2R MC5R MDM2 MID2 MINDY2 MLLT10 MLN MON2 MPZL1 MSH3 MSL3 MSX1 MYC MYH2 MYO9B MYOZ3 MYT1 NCKIPSD NEB NFIC NOS2 NPAS2 NPFF NR1I2 NR2F1 NR3C2 NRTN NTNG2 NTPCR NXPE3 OR2B6 P2RY10 PART1 PAX6 PAX7 PAX9 PAXIP1 PDE4D PDE6A PHF10 PHLDB1 PIGR PLEKHB1 PLXNA3 POFUT2 POLR1HASP POLR2K POU6F1 POU6F2 PPP1R12B PPP2R5B PRELID3A PSD PSG1 PTPRS PVR RAC3 RAD51D RALYL RB1CC1 RFC5 ROR2 RPH3A RPS6KB2 RREB1 RSC1A1 RUNX1 RUNX2 RXRG S100A5 SCAPER SCN7A SDC3 SERPINA4 SEZ6L SFRP4 SIM2 SIX3 SIX6 SLC13A2 SLC14A2 SLC15A1 SLC16A5 SLC17A1 SLC17A3 SLC17A7 SLC18A1 SLC22A6 SLC2A1 SLC30A3 SLC46A3 SLC4A3 SOAT2 SRPK3 STAC STARD5 STK17A STXBP5L SULT4A1 SUPT3H SYNJ2 SYT5 TACC2 TBC1D22A TBX19 TBX5 TBXT TENM4 THRA TMEM26 TNFRSF25 TNK1 TRIM24 TRIO TSPYL1 UBE4B VKORC1 WBP4 WT1-AS ZBTB14 ZBTB40 ZNF132 ZNF133 ZNF157 ZNF202 ZNF330 ZNF500 ZNF592 ZNF710 ZSCAN26 MORF_PCNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_PCNA ANP32B ATP5MC1 ATP5PF AURKB BANF1 BUB3 C1QBP CBX3 CCT2 CHERP COPS5 CSNK2B CTCF CYCS DEK EEF1E1 EIF4H ERH FBL FEN1 FUS G3BP1 H2AZ1 HAT1 HMGN1 HNRNPA2B1 HNRNPA3P1 HNRNPAB HNRNPM HPRT1 HSPA9 HSPD1 HSPE1 IFT25 KARS1 KHDRBS1 MCM2 MCM7 MSH2 MSH6 MTHFD1 NCL NDUFS3 NONO PARK7 PARP1 PCLAF PCNA POLE3 POLR2I PPM1G PRMT1 PSMB2 PSMB7 PSMD8 RAD21 RAN RBMX SET SLC25A3 SMC1A SNRNP200 SNRPA1 SNRPE SNRPG SOD1 SRP9 SRSF1 SRSF3 SRSF9 SSBP1 SUMO1 SYNCRIP TRIM28 TUFM U2AF1 UBA2 UBE2L3 UNG USP1 XPO1 XRCC6 YWHAQ MORF_PDCD1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_PDCD1 ADAM20 ADAMTSL3 AOC4P APOBEC1 ATP8B1 ATXN3 BRD4 CADM4 CALN1 CAMK4 CCL16 CD8A CDC73 COL19A1 COL8A1 EDIL3 ERC2-IT1 ERCC4 EXOC4 F2RL3 FBXL4 FSHR FUT1 FZD5 GCA GPR171 GUCY2F HTR1E IFNA10 IL4 ITGBL1 JRKL KRT2 KRT34 LECT2 LGI1 LORICRIN MAGEA9 NEB NHEJ1 NPFF NR3C2 NTNG2 OCM OR10H3 OR2B6 PART1 PAX6 PCDHGB7 PDCD1 PGM3 PHOX2B POLR1HASP PSG1 PVR RAD51D RREB1 RXRG S100A5 SERPINA4 SGPL1 SIX6 SLC26A4 SLC4A8 SLC6A2 SPA17 STAC SUPT3H TBX19 TMEM26 TSSK2 ZBTB14 ZSCAN26 MORF_PDPK1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_PDPK1 ACR ALPG ANKRD12 APOBEC3C ARAF ARVCF BCL3 CACTIN CAMK2B CASP2 CEACAM3 CNOT4 CNPPD1 CNTN1 CPNE6 DRG2 E2F1 EFNA3 FZR1 GHITM GIGYF2 GNL1 GP2 GPA33 GPR161 GPR35 GPRIN2 GRK2 GRM4 GSK3A GTF2F1 HSF4 HTR2A IGHMBP2 IGSF9B IVD KAT7 KHNYN KIF1C KIF21B LGALS9 LMTK2 LYZL6 M6PR MVK NHERF2 NR1H2 NUDT3 ODF1 PCBP3 PDPK1 PFKFB2 PHIP PIM1 PLEKHG3 PNMT PRPH PTGER3 RAP1GAP RAP1GAP2 RXRB SLC12A4 SNW1 TPMT TRA2A TSPO2 TUB UBE3B USP11 VAMP1 XRCC2 ZBED1 ZFPL1 ZNF337 MORF_PHB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_PHB AATF ADAM15 AFG3L2 AGPAT1 ALDH4A1 ARIH2 B4GALT3 BAHD1 BMS1 BPHL BRD3 CAD CCT4 CDC25C CHD3 CIB1 CNP CNPPD1 COPS6 CPSF4 CS CSNK1D CSTF3 DAXX DDB1 DDX11 DDX18 DNAJC7 DNAJC8 DRG1 DRG2 DYRK2 EBP EIF6 ELK1 EML3 ENTREP3 ERAL1 ESYT1 FANCG FDXR GFUS GNL2 GPAA1 GRK6 HMG20B HNRNPL IDH3A IFRD2 IGSF9B IKBKG ILF2 ILVBL KAT2A LSM12 MCRS1 MEA1 METAP1 MFN2 MGAT1 MLEC MPST MRPL28 MTX1 NAP1L4 NDST1 NELFB NFRKB NFYB NUDT3 NUP188 NUP62 OTUB1 PABPN1 PARN PAX8 PCBP3 PCGF1 PCGF2 PFDN1 PHB1 PKMYT1 PLIN3 POLR2A PPP1R11 PRKAG1 PRKCSH PRPF8 PSD4 PSMB6 PSMD2 PSMD3 PWP1 RABGGTA RBBP8 RPA2 RPRD2 RTCB SCARB1 SDR39U1 SFSWAP SH2B1 SLC12A4 SLC25A11 SPRN SRRT STK19 TCOF1 TERF2IP TEX261 TFAP4 TIMM17A TMEM94 TOMM34 TP53BP1 TPR TUBGCP2 USP5 VARS1 WDR18 WDR62 XPO6 ZBED1 ZNF271P ZPR1 MORF_PML https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_PML ACKR2 ACR ADAM15 ADAMTSL2 AMFR ANKRD12 AP2A2 AQP5 ARAF ARC ARPC4 ARSL ATOSB B4GALT3 BAHD1 BCL2 BTD CALCOCO1 CAMK2B CARD10 CASP2 CD40 CDK5R1 CNOT4 CNP CNTN2 CRCP CRHR2 CRYBA4 CSNK1D DDX11 DGCR11 DHRS1 DOK1 DRG2 EML3 ENTREP1 ENTREP3 EPOR EXTL3 F7 FANCG FDXR FKBP15 GGT5 GHITM GPR161 GPR35 GRIK5 HAUS5 HMG20B HMGXB3 HSF4 HSPB2 HTR4 HTR7 IFT140 IGHMBP2 IGSF9B IKBKE IKBKG IRF2 IRF2BP1 ITGAV ITPR2 JAK3 KAT8 KHNYN KIFC3 KLHL18 LBP LINC00928 LPAR2 LSM12 LTK MC2R MCM3AP MCRS1 MGAT1 MMP25 MOK MPP2 MR1 MSX1 MT4 MTX1 MYL2 MYO9B NDST1 NEURL1 NFRKB NTSR2 NUDT3 PAX8 PCBP3 PCGF1 PCGF2 PFDN1 PIGB PLIN3 PLK3 PMF1 PML PNMT PPP1R10 PRKCSH PRPH PRSS16 PTPN9 PVT1 RABAC1 RABGGTA RBBP8 RBM8A RPS6KB2 SDC3 SH2B1 SIK3 SLC12A4 SLC22A24 SLC24A1 SLC2A1 SLC30A1 SLC30A3 SLC5A2 SLC6A7 SLC6A9 SLC9A1 SPEF1 SPTB SSTR5 TMEM94 TNFRSF25 TNP1 TPMT TRA2A TSPO2 TUB TUBGCP2 USP19 WDR62 WWOX ZBED1 ZKSCAN3 ZNF592 MORF_PPP1CA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_PPP1CA ANP32B AP1B1 AP2M1 AP2S1 ARF3 ARF5 ARHGDIA ARPC1B ATIC ATP5F1C ATP5MF ATP5PD ATP6AP1 BANF1 BBLN BCAP31 BLOC1S1 BUD31 CANX CBX3 CCT2 CCT7 CDC123 CDIPT CFDP1 CLEC18C CLTA CNBP CNIH1 COIL COPE COPS5 COX4I1 COX5A COX5B COX6A1 COX6B1 COX6C COX7A2L CSNK2B CTBP1 CTCF CYC1 DAP DCTN2 DDX49 DNPEP DRG1 EEF1D EIF3C EIF3K EIF4E2 EIF4H ELOB ELOC ENSA ERP29 ETFA FAM120A FIBP GABARAPL2 GANAB GATD3 GGCT H2AZ1 HARS2 HDAC1 HDGF HMGN1 HNRNPA3P1 HNRNPAB HNRNPC HNRNPUL1 HSBP1 HSD17B10 HSP90AA1 HSPD1 JTB KARS1 KHDRBS1 LSM3 LYPLA1 MBD4 MBTPS1 MDH1 MRPL9 MTDH MYL11 NDUFA1 NDUFA2 NDUFS1 NDUFS3 NDUFV1 NEDD8 NONO PARK7 PCLAF PDAP1 PDCD6 POLE3 POLR2G POLR2I PPM1G PPP1CA PPP1R7 PPP2R1A PPP6C PRKAR1A PRMT1 PSMA3 PSMB1 PSMB2 PSMB4 PSMC1 PSMC3 PSMC6 PSMD7 PSMD8 PSMD9 PUF60 RAD21 RAD23B RALY RAN RBMX RER1 RNF6 RPL36AL SEM1 SET SF3B2 SKP1 SLC25A3 SMARCD2 SMG7 SNRPD2 SNRPE SNRPG SOD1 SRP9 SRSF3 SRSF9 SSR2 STARD7 STOML2 SUMO1 SUMO2 SUMO3 SYPL1 TAF11 TBCA TECR TMBIM6 TMED2 TMEM147 TRIM28 TUFM UBA1 UBAP2L UBE4A UQCRB URM1 UTP18 VCP VTI1B YWHAB YWHAZ YY1 MORF_PPP1CC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_PPP1CC AASDHPPT ABCB7 AFG3L2 AK2 AKR7A2 ANAPC5 ANP32A ASXL1 ATP5MC3 ATP5PO ATXN10 BAZ1B BUB1 BUB3 CBFB CBR4 CCT5 CCT8 CDC16 CHAF1A CLPP CS DCTD DDX19B DDX21 DEAF1 DGUOK DKC1 DNAJC9 DNMT1 DUT EDC4 EIF1AX EIF3I EIF4EBP2 ELOVL5 EPRS1 ERP29 ESD ESPL1 FH G3BP2 GARS1 GNB1 GNG5 GOT2 GPN1 GTF2A2 H2AZ1 HADH HCFC1 HDAC1 HDAC2 HDDC2 HNRNPD HNRNPR HNRNPU IARS1 IFRD1 IMMT IMPDH2 IPO5 IPO7 KHDRBS1 KHSRP KIFC1 KXD1 LBR LMNB2 LRPPRC LSM2 MAPRE1 MCM2 MCM3 MCM6 MDC1 MLEC MRPS27 MTREX MYCBP2 NAE1 NASP NDUFC1 NDUFV1 NNT NONO NPM3 NSD2 NUDC NUDT1 PABPC4 PAICS PDIA6 PIBF1 PMEL POM121 PPIE PPM1G PPP1CC PPT1 PRKDC PRPF8 PRPS2 PTDSS1 PTGES3 PTTG1 R3HDM1 RAD23A RBBP4 RFC4 RMND5A RNF44 RO60 RPIA RRM1 RUVBL2 SAFB SDHB SEC63 SERBP1 SF3A3 SHMT2 SLBP SLC35E2A SMARCC1 SMC3 SNRNP200 SNRPA SREBF2 SRP72 SRPK1 SRRM1 SRSF1 SRSF9 SSBP1 SSRP1 STK24 STMN1 TARS1 TCEA1 TCP1 TFDP1 TGDS TNPO3 TOMM70 TRA2B TREX2 TUBA3C TUBA3E TUFM TYMS UBE2D2 UBE2S UPF3A UQCRC1 USP1 VDAC1 VDAC2 VDAC3 XPO1 XPO7 XPOT XRCC5 YARS1 ZNF131 ZWINT MORF_PPP2CA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_PPP2CA AATF AFG3L2 AP3D1 AP3S1 ARFGAP2 ATP6V1F BECN1 BRD8 BZW1 C1D CALM2 CANX CAPZA1 CAPZB CCT2 CDV3 CLTC CNBP COX7C CS CTDNEP1 CUL1 DDX39A DEK DHX38 DNAJC7 DNAJC8 DRG1 EIF1AX EIF3M EIF4H ETF1 FAM168B FBXW11 FOXJ3 G3BP2 GAK GDI2 GMFB GPAA1 GPN1 HADHB HDAC2 HNRNPA2B1 HNRNPAB HNRNPC HNRNPD HNRNPH2 HNRNPH3 HNRNPK HNRNPM HNRNPU HSPA8 HTATSF1 IDH3B IFRD1 IK ILF2 IST1 KARS1 KHDRBS1 KXD1 LRPPRC LYPLA1 MARCHF7 MDH1 METAP1 MORC3 MRPL9 NACA NAP1L4 NCL NONO NUP188 PCMT1 PGK1 PIN1 POLE3 POLR2A POM121 PPP2CA PRPF31 PSMA1 PSMA4 PSMB1 PSMB7 PUF60 PUM1 PWP1 RAD21 RAF1 RAP1B RBMX RNF4 RNPS1 RPS27A RTCB RTN4 SAFB SDR39U1 SEC61B SEPTIN7 SET SLC25A3 SLC25A5 SMNDC1 SNRNP200 SON SSB STARD7 SUMO2 TAF9 TARDBP TCEA1 TERF2IP TIAL1 TRAPPC3 U2AF1 UBE2I UBE2L3 UBN1 VPS26C XPO1 XPO6 XPO7 YWHAQ ZC3H15 ZNF207 ZZZ3 MORF_PPP2R4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_PPP2R4 AP2M1 ATOX1 ATP5MF BANF1 BBLN BUD31 CAPNS1 CDIPT CFDP1 CNIH1 CNPY2 EIF2B2 EIF4E2 ELOB ETFA HSBP1 MORF4L2 NDUFA1 NDUFB1 NEDD8 NME2 PDCD6 POLR2H PPP1R7 PRMT1 PSMB4 PSMB5 PSMC1 PSMC3 PSMC4 PSMD8 PTPA RAD23B RER1 SIVA1 SLC25A1 SPTLC1 TBCA TM9SF1 TMBIM6 TMED10 TMED2 TMEM147 TSR3 UBA1 UQCRB URM1 VCP VPS72 VTI1B YWHAB MORF_PPP2R5B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_PPP2R5B ABCB10 ABCB9 ABCC8 ABO ACKR1 ADAM20 ADCY3 AFF2 AMMECR1 AOC4P AQP7 ARFGEF2 ARL3 ATF2 ATP6V0A2 ATP8B1 BARX2 BMP10 BRCA1 C1orf216 CACNB1 CADM4 CAMK4 CCL16 CDC73 CDYL CEACAM4 CELA2B CEP162 CMKLR2 CNKSR1 COL19A1 COLGALT2 COQ7 COX6A2 CPEB3 CRHR1 CTRL CYP11A1 CYP2D6 CYP2E1 DGCR5 DNAJC16 DRC3 EDIL3 ELAVL2 EPHB2 ERC1 ERCC4 EXOC4 F2RL3 FGF18 FIG4 FNTB FOSL1 FRYL GABRB2 GJB5 GLE1 GMPR GNG4 GPATCH8 GPR18 GPR19 GRIK5 HNF1A HOXD4 HTR1E IFT27 IGKV7-3 IL11RA IL13 IL13RA1 IL16 IPO9 ITIH3 IVL JRK JRKL KLRC4 KRR1 KRT2 KRT33A KRT86 LORICRIN LPGAT1 LTBP4 MAGEA9 MC5R MDM2 MFN1 MLLT10 MPZL1 MSH3 MSL3 NHEJ1 NOS2 NPFF NR1I2 NR2C1 NR2F1 NR3C2 NRTN NTNG2 OR2B6 P2RY10 PART1 PAX7 PAX9 PAXIP1 PDE4D PDE6A PGM3 PHF10 PHLDB1 PIK3CB PLEKHB1 POFUT2 POLR2K POU6F1 POU6F2 PPP1R12B PPP2R5B PRELID3A PSG1 PSMF1 PTPRB PVR RAD51D RB1CC1 RPS6KA5 RREB1 RUNX2 RXRG S100A5 SERPINA4 SGPL1 SIM2 SLC16A5 SLC18A1 SLC22A6 SLC33A1 SLC46A3 SLC4A3 STARD5 SULT2B1 SULT4A1 SUPT3H SYT5 TACC2 TANC2 TBC1D22A TBX19 TBXT TENM4 TFDP2 TIE1 TMEM11 TMEM184B TMEM26 TRIM24 TSSK2 WBP4 ZBTB14 ZBTB22 ZBTB40 ZNF133 ZNF134 ZNF157 ZNF202 ZNF33B ZP2 ZSCAN26 MORF_PPP2R5E https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_PPP2R5E ARCN1 ATP6V0D1 ATXN2 BAG1 BLOC1S1 CAPZB CDK8 CENPB CLN3 COIL CPSF4 CUX1 DNPEP DPM1 DUSP11 EIF2B2 EIF2S1 FAF2 FBXW11 FMR1 FOXK2 HTATSF1 IK ILVBL MEA1 METAP1 METTL18 MRPL28 MTFR1 MYL11 NFATC2IP NKRF NUBP1 NUP88 OARD1 ORC5 PARG PDCD10 PEX11B PIGF POLR3C PPP2R5E PRPF18 PRPF4 PRPSAP1 PSEN1 PSMA5 PSMB6 PSMC2 PSMD10 RAB11A RAB1A RAC1 RAE1 RAF1 RALB RPRD2 SCRIB SDHC SEC22B SHMT1 SLC10A3 SMAD2 SMNDC1 SNAPC5 SNX1 SNX4 SP3 SPCS2 SSR1 STXBP3 TAF9 TBPL1 TOR1AIP1 TPR UBXN4 UFD1 XPA ZFTRAF1 ZNF410 ZNHIT1 ZNHIT3 ZZZ3 MORF_PPP5C https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_PPP5C AMFR ATP6V0A2 ATRX BAHD1 BPHL BRCA1 BTD CAMK2G CCNF CDK13 CETN3 CHD3 CLP1 CLPX CPSF4 CSTF3 CYP4F12 DIMT1 EIF5B ENTREP1 EP400 ERAL1 ERCC2 EXTL3 FANCG FANCI FDXR FNTB FOXD1 FRYL GALNT2 GRIK5 GRIP2 GSK3B HNRNPL HTR7 ILVBL IMPA1 INPP5E JRK KIAA0586 KLHDC10 KLHL18 KRT33A MC2R MEA1 MFN1 MSH3 MTX1 MUTYH NFRKB NFYB NKRF NMT1 NR2C1 OARD1 PAXIP1 PCGF1 PDXDC1 PFDN6 PHF10 PIGB PIGF PIK3R2 PLEKHB1 POP4 PPP5C RAP1A RBBP8 REV3L RFC5 RPS6KB2 SCAMP1 SH2B1 SIGMAR1 SLC24A1 SLC25A11 SLC30A3 SPAST SPRED2 SSR1 SYNJ2 TAF2 TMEM11 TMEM94 TRIM27 TTI1 UBE4B WDR62 ZNF500 ZNF592 MORF_PPP6C https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_PPP6C ADAR ADNP ANAPC13 ATP5F1C ATP5MF ATP6V1H BBLN BUD31 CD47 CDIPT CDK7 CFDP1 CHMP1A CHMP2B CNBP CNIH1 COIL COX17 COX4I1 COX5A DBI DNAJA1 DPM1 EEF1A2 EEF1D EIF4E2 EIF5 ELOB ETFA FUBP1 FUBP3 GABARAPL2 GLOD4 HARS2 HNRNPA3P1 HSBP1 LAMTOR5 LSM3 MAD2L1BP MBD4 MRPS11 NBN NDUFA1 NDUFB1 NEDD8 PAF1 PDCD6 PHF2 PITRM1 POLR2G PPP1CA PPP4C PPP6C PSMA2 PSMA3 PSMB4 PSMC1 PSMC3 PSMC5 PSMC6 PSMD7 PSMD9 PSME1 RAB5A RAB9A RAD23B RAE1 RBM4 RBM42 RNF114 RNF6 RPL36AL RPP38 SAP18 SEC11A SIVA1 SKP1 SLC7A5P1 SNRPG SP2 SPTLC1 SRP19 STX16 SUMO1 SUPT4H1 SYPL1 TBCA TLK2 TM9SF1 TMED10 TMEM183A UBE4A UBR5 UBXN4 URM1 USP6 USP8 UTP18 VCP VTI1B WASHC5 WIPI2 YY1 ZNF410 MORF_PRDX3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_PRDX3 ACTR3 AFG3L2 AHSA1 AKR7A2 ALG8 AP2S1 AP3S1 ATP5F1D ATP5MC3 ATP5PD ATP5PF ATP5PO ATXN10 BUB3 CANX CCT5 COPS5 COX5A CSNK2B CYC1 CYCS DAP DLD EI24 ELOC FAM120A G3BP1 G3BP2 GLB1 GNG5 H2AZ1 HADHA HADHB HAT1 HAX1 HCCS HDAC2 HNRNPA2B1 HNRNPAB HSPA4 HSPA9 IDH3G IFRD1 KARS1 KHDRBS1 KPNA2 KXD1 LYPLA1 MAP2K2 MDH1 MRPS18B MTDH NDUFB3 NDUFC1 NDUFS1 NDUFV1 NDUFV2 NSDHL PARK7 PDHB POP5 PPM1G PPT1 PRDX3 PSMB2 PSMD7 RAD23A RAD23B SDHB SEM1 SET SNRPE SOD1 SRP9 SRSF1 SSBP1 STARD7 SUMO1 SYPL1 TMEM106C TRAPPC3 TUFM UQCRC2 VBP1 VPS26A MORF_PRKACA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_PRKACA ABCB9 ABCC8 ABO AQP5 AQP7 ARL3 ATP6V0A2 ATP6V1B1 ATP8B1 BCL2 BNIP1 BRCA1 C1orf216 CAMK2G CASP10 CCKAR CD6 CDR2L CELA2B CFH CLOCK CNKSR1 COX6A2 CYP11A1 CYP2A6 CYP2E1 DPT ENTREP1 EPHB2 ERC1 ESR1 EXTL3 FIG4 FNTB FUT6 GH1 GJB5 GLE1 GNPAT GPLD1 GRIK5 GSK3B HMOX2 HOXA11 HOXD4 HSD17B3 HTR7 IFT27 IKBKE IL13 IRF2 IRS2 JAG1 JRK KAT8 KLHL18 KRT33A LTBP4 LY9 MAPT MC5R MFN1 MSH3 MSX1 MYO9B NF1 NFIC NR2C1 NRTN NXPE3 OPLAH PAX9 PAXIP1 PCGF1 PGM3 PIGB PIGF PIGR PIK3CB PLEKHB1 POLR3D POU6F1 PRELID3A PRKACA PVR RPS6KB2 SCAPER SLC13A2 SLC16A5 SLC18A1 SLC22A6 SLC25A11 SLC2A1 SLC4A3 SLC6A11 SMPDL3B SMYD5 SP140 STK17A SULT2B1 TBC1D22A TBX5 TFDP2 TMEM11 TMEM94 TMPRSS6 TNFRSF25 WBP4 WT1 ZBTB22 ZNF500 ZNF592 MORF_PRKAG1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_PRKAG1 AATF ABR ACTL6A ADAM15 AFG3L2 AGPAT1 AHCYL1 ALDH4A1 ALG3 ANKRD17 ANXA7 AP3B1 AP3S1 ARCN1 ARIH2 ATP11B ATP6V1F ATXN2 ATXN2L B4GALT3 BAHD1 BECN1 BMS1 BPHL BRD3 BRD8 CAD CALM2 CANX CAPZA1 CAPZB CCT4 CDC25C CETN3 CHD3 CIB1 CLSTN1 CLTC CNOT3 CNP COPS6 COQ9 COX8A CPSF4 CS CSNK1D CSNK1G2 CSNK2A1 CSTF3 CTDNEP1 CUL4B DAP3 DDB1 DDX18 DEXI DIMT1 DNAJC7 DNAJC8 DOCK3 DRAP1 DRG1 EBP EHBP1 EIF2B5 EIF3I EML3 ENTREP3 EPRS1 ESYT1 FANCG FBXW11 GFUS GLG1 GLUD1 GNL2 GOLGA3 GPAA1 HADHB HDAC2 HLTF HMGN4 HNRNPA2B1 HNRNPH2 HNRNPL HSPA8 HUWE1 ILF2 ILK ILVBL INTS10 KDM3B KHDRBS1 KMT2D KPNA6 KXD1 LANCL1 LRPPRC LSM12 MARS1 MCFD2 MEA1 METAP1 MFN2 MGAT1 MLEC MMS19 MPST MRPL28 MRPL9 MRPS18B MTA1 MTX1 MYCBP MZF1 NAP1L4 NCBP2 NCOR2 NDST1 NELFB NFRKB NFYB NIPSNAP1 NIPSNAP2 NONO NSL1 NUDT3 NUP188 NUP62 OARD1 OTUB1 P4HA1 PABPN1 PARG PARN PARP2 PCGF1 PDXDC1 PHB1 PIGC PKMYT1 PLIN3 PMM2 POLR2A POLR2C PPP1R11 PPP2R1A PRDX4 PRKAG1 PRKCSH PRPF8 PSMB6 PSMD2 PSMD3 PWP1 RAB1A RABAC1 RAC1 RAF1 RFC1 RPA2 RPN2 RPRD2 RPS6KA3 RTCA RTCB RTN4 RUVBL2 SARS1 SART3 SCARB1 SDHA SDR39U1 SEC23IP SEC31A SEC61B SEC62 SEC63 SEPTIN7 SERP1 SFSWAP SGTA SH2B1 SLC25A11 SLC4A2 SMAD2 SMNDC1 SNRNP200 SRRT SS18 SSB SSR1 ST13 STK19 SUMO2 SUMO4 TAF9 TBL2 TCEA1 TCOF1 TERF2IP TFAP4 TIAL1 TMED1 TMEM94 TOMM34 TOR1AIP1 TP53BP1 TPR TXLNA UBE2A UBE3C USP5 VAMP3 VARS1 VGLL4 XPO6 XPO7 YIF1A YWHAQ ZFTRAF1 ZNF271P ZNHIT3 ZPR1 ZZZ3 MORF_PRKAR1A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_PRKAR1A ABR AHCYL1 AP2M1 AP3D1 ARCN1 ARF3 ARF5 ARFGEF1 ARPC5 ATOX1 ATP5MF ATP6AP1 ATP6V0E1 ATP6V1H ATXN2 BANF1 BCAP31 BZW1 CALM2 CANX CAPZA1 CAPZB CFDP1 CLEC18C CLN3 CLTA CNIH1 COG4 COPS5 COX4I1 COX5B COX6A1 COX6C COX7A2L COX7C COX8A CTDNEP1 CYC1 DAP3 DCTN2 DNPEP DRG1 DYNC1I2 DYNLL1 EBAG9 EEF1D EFCAB14 EIF4E2 ENSA FAM120A FBXW11 GANAB GATD3 GLB1 GMFB GORASP2 GPAA1 HADHB HSBP1 HSPA8 IST1 JTB KARS1 KDELR1 KXD1 LAMP2 LYPLA1 MARCHF7 MBD4 MDH1 METAP1 MORF4L2 MTA1 MTDH MYL11 NCBP2 NDUFA1 NDUFA2 NEDD8 NSF PDCD6 PGK1 PHF3 PIGC PPP1CA PPP1R11 PPP1R7 PPP2R1A PRKAR1A PRPSAP1 PSMA4 PSMB2 PSMB4 PSMB6 PSMD7 PUF60 PUM2 RAB1A RAB5B RAB6A RAC1 RAD21 RAD23B RAN RBCK1 RPN2 RTCB RXRA SARS1 SDHA SDHC SEM1 SEPHS2 SEPTIN2 SETD3 SLC35A1 SMARCD2 SNRPE SOD1 SP3 SPCS2 SRP9 SSR2 STARD7 SUMO1 SUMO2 TADA3 TIAL1 TMBIM6 TMED2 TMEM59 TOR1A TRAPPC3 UBA1 UBE2A UGP2 UQCRB VGLL4 WBP2 XPC YWHAB YWHAZ ZNF638 MORF_PRKCA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_PRKCA ABCB1 ABCB10 ABO ADAM20 ADAMTSL3 ADGRL2 ADRA1A AMMECR1 AOC4P APOBEC1 AQP7 ATF2 ATP4B ATXN3 B4GALT6 BMP10 BRINP3 CACNA2D1 CADM4 CAMK4 CAMTA1 CDC42BPA CDC73 CDR1 CEP162 CFH CHRNB4 CLCN3 CMKLR2 CNTN6 COL14A1 COL19A1 COL8A1 COQ7 CPB2 CPEB3 CRHR1 CTRL CTSB CXCL5 CYP2C19 CYP2E1 DBT DDX52 DMD DMPK DNAJC22 DRD1 EDIL3 EPHB2 ERCC4 EXOC4 EYA1 F2RL1 FAM110B FAM13A FBXL4 FLRT2 FOSL1 FSHR FUT1 FZD5 GABRB2 GCM1 GHRHR GJB5 GLRA3 GNG4 GPR171 GPR18 GPR19 GRIK1 GUCY2F HCRTR2 HEPH HNF1A HSD3B2 HTR1E IFNA1 IFNA10 IFNA14 IFNA2 IFNW1 IGKV7-3 IL11RA IL16 IL7 IPO9 ITGBL1 ITIH3 JADE3 JRKL KLRC4 KRT2 KRT34 LDB3 LECT2 LGI1 LILRA1 LORICRIN LRP4 MAGEA8 MAGEA9 MAP2 MAP3K1 MC5R MDM2 MINDY2 MLLT10 MYT1 NEB NHEJ1 NPFF NR1I2 NR3C2 NTNG2 OR10H3 OR2B6 P2RY10 PART1 PAX6 PCM1 PDE4D PDE6A PGM3 PHF10 PHLDB1 PHOX2B PIK3C2A PLPPR4 POLR1HASP POU6F1 POU6F2 PPM1E PRKCA PSG1 PTPN20 PTPRB PVR R3HCC1L RAD51D RB1CC1 RBMXL1 RNF24 RORB RREB1 RXRG RYR3 SERPINA4 SGCD SIX6 SLC15A1 SLC33A1 SLC46A3 SLC4A8 SLC6A2 SMYD3 SPA17 SPRR2C ST8SIA1 STAC SULT4A1 SUPT3H TANC2 TBX19 TBXT TDGF1 TENM4 THPO TLL1 TNIK TSSK2 TTTY1 UBE4B ZBTB14 ZBTB40 ZNF132 ZNF141 ZNF157 ZNF202 ZSCAN26 MORF_PRKDC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_PRKDC AATF ABCF1 ACTL6A AFG3L2 AK2 AKR7A2 ALG3 ANAPC5 ANKRD17 ANP32A ARID3A ARIH2 ATP5MC3 ATP5PO ATXN10 BAZ1B BMI1 BMS1 BRD8 BUB1B BUB3 CAD CAMKK2 CAPZA1 CCT4 CCT5 CDC16 CDC7 CDK11A CDK2 CDKN2C CEBPZ CHAF1A CNOT1 COQ9 CS CTDNEP1 DCTD DDB1 DDX18 DDX19B DDX39A DDX46 DEAF1 DFFA DIAPH1 DKC1 DNAJC11 DNAJC8 DNMT1 DUT EI24 EIF1AX EIF2S2 EIF3I EPRS1 ESD FH GARS1 GNB1 GNG5 GNL2 GOT2 GPAA1 GPN1 GTF2A2 HADH HCFC1 HDAC2 HMGN4 HNRNPA2B1 HNRNPD HNRNPL HNRNPR HNRNPU IARS1 IDH3A IFRD2 ILF2 IMMT KHDRBS1 KHSRP KXD1 LANCL1 LBR LRPPRC LSM2 MARS1 MCFD2 MCM2 MCM3 MCM5 MCM6 MLEC MMS19 MRPS18B MRPS27 MTCP1 MTREX MZF1 NAE1 NAGA NONO NPM3 NSD2 NSUN5P2 NUDC NUDT1 NUP188 NUP62 PABPC4 PABPN1 PDHB PDIA3 PDXDC2P-NPIPB14P PGM1 PIN1 PKMYT1 PLPBP POLR2A POM121 PPIE PPP1CC PRKDC PRPF31 PRPF8 PRPS2 PSMA1 PSMD2 PSMD3 PTDSS1 PWP2 RAD23A RAD54L RFC4 RNPEP RPA2 RPIA RPN1 RRM1 RUVBL1 RUVBL2 SAFB SCARB1 SEC63 SEPTIN7 SHMT2 SLBP SMARCC1 SNRNP200 SNRPA SREBF2 SRPK1 SRRM1 SSB SSBP1 SSRP1 STARD7 TARS1 TCEA1 TCOF1 TCP1 TFAP4 TFDP1 THOP1 TIMM17A TM9SF2 TNPO3 TREX2 TRIP13 TRRAP TUBA3C TXLNA TXNL4A TYMS UPF3A USP1 USP14 VARS1 VDAC2 VDAC3 WDR18 XPO1 XPO6 XPO7 XRCC5 YARS1 YWHAQ ZNF131 ZPR1 ZWINT MORF_PSMC1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_PSMC1 ADAR ADRM1 AKT1 ANP32B AP2M1 AP2S1 ARF3 ARF5 ARHGDIA ATIC ATOX1 ATP5F1C ATP5MF ATP6V0E1 ATP6V1E1 BAG5 BANF1 BBLN BCAP31 BUD31 CALM1 CANX CAPNS1 CBX3 CCT2 CCT7 CDC123 CDIPT CDK7 CFDP1 CLEC18C CLTA CNBP CNIH1 COIL COMMD4 COPS5 COX11 COX17 COX4I1 COX5A COX6A1 COX6B1 COX7A2 COX7A2L CTCF CYC1 DCTN2 DNPEP DPM1 DRG1 EEF1A2 EEF1D EIF3B EIF3C EIF4E2 EIF5 ELOB ELOC ENSA ERH ETFA FAM20B FUBP1 GABARAPL2 GATD3 GGCT GLOD4 GMFB HARS2 HMGN1 HNRNPA3P1 HNRNPAB HNRNPUL1 HSBP1 HSD17B10 HSP90AA1 IST1 JTB KARS1 KPNA2 LAMTOR5 LSM3 LSS MAD2L1BP MAEA MBD4 MBTPS1 MORF4L2 MRPL9 MRPS11 MTDH MYL11 NDUFA1 NDUFA2 NDUFAB1 NDUFB1 NDUFS1 NDUFS3 NEDD8 NME2 PAF1 PDCD6 PITRM1 POLR2G POLR2H PPP1CA PPP1R7 PPP2R1A PPP4C PPP6C PRMT1 PSMA2 PSMA3 PSMA4 PSMB1 PSMB4 PSMB5 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD7 PSMD8 PSMD9 PTPA PUF60 RAB5A RAD21 RAD23B RAE1 RAN RBM4 RBM42 RER1 RNF6 RPL36AL RPP38 SAP18 SEC13 SEM1 SEPHS2 SEPTIN2 SETD3 SF3B2 SIVA1 SKP1 SLC7A5P1 SMARCD2 SMG7 SNRPE SNRPG SOD1 SPTLC1 SRP19 SRP9 SSNA1 SSR2 STOML2 STX16 SUMO1 SUMO3 SYPL1 TBCA TDG TECR TM9SF1 TMBIM6 TMED10 TMED2 TMEM147 TMEM183A TSR3 UBA1 UBE4A UBR5 UQCRB URI1 URM1 UTP18 VCP VPS52 VPS72 VTI1B YWHAB YWHAE YY1 ZC3H14 MORF_PSMC2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_PSMC2 ADAR ARCN1 ARF5 ATP5MF ATP6AP2 ATP6V1F ATP6V1H BAG5 BANF1 BCAP31 BUD31 BZW1 C6orf62 CANX CFDP1 CLEC18C CLN3 CNBP CNIH1 COIL COPB1 COPB2 COPS5 COX4I1 COX5A COX7A2L DLD DNPEP DPM1 DRG1 DUSP11 EBAG9 EIF4H EIF5 ENSA ETFA FAM120A FAM20B FUBP1 G3BP1 GLG1 GMFB GTF2H1 HARS2 HNRNPAB HSBP1 HTATSF1 IK IST1 KARS1 KHDRBS1 KIF2A MBD4 METAP1 MORF4L2 MTDH MYL11 NCBP2 NEDD8 PDCD6 PEX11B PGRMC1 PIGC PITPNB POLR3C PPP1R7 PPP2R5E PRMT1 PSMA3 PSMB4 PSMC1 PSMC2 PSMC6 PSMD7 PUF60 RAB11A RAB1A RAB5A RAB9A RAC1 RAD21 RAD23B RAE1 RER1 RNF6 RPL36AL RPP38 SDHC SEC13 SEC61B SEC61G SEM1 SHMT1 SKP1 SMG7 SP3 SPCS2 SRP19 SRP9 STX4 SUMO1 SYPL1 TIAL1 TMED2 UBA1 UBR5 UBXN4 URI1 URM1 VCP XPA XPC YWHAB ZNF410 ZZZ3 MORF_PSMF1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_PSMF1 ADCY3 AMFR AMMECR1 AQP7 ARFGEF2 ARHGAP12 ATP6V0A2 ATRX BARX2 BNIP1 BPHL BRCA1 BRD1 BTD C1orf216 CACNB1 CACNB2 CAMK2G CDK13 CDYL CHD3 CHD9 CLPX CNKSR1 CNTN6 COLQ COX6A2 CPEB3 CPSF4 CSTF3 CTRL CYP11A1 DAPK2 DIMT1 DNAJC16 DPT DTNA EP400 EPHB2 ERC1 ERCC2 ESR1 EXTL3 FIG4 FNTB FOSL1 FRYL FUT6 GARRE1 GJB5 GLE1 GPATCH8 GPR15 GPR19 GRIK5 GRIP2 GSK3B HOXD4 HTR7 IFT27 IKBKE IL13 IMPA1 INPP5E ITIH4 JRK KANK2 KANK3 KIAA0586 KLHDC10 KLHL18 KRR1 KRT33A KRT86 LPGAT1 LTBP4 MC5R MFN1 MGA MICAL3 MSH3 MSL3 MT4 NCKIPSD NFX1 NFYB NKRF NMT1 NR1I2 NR2C1 NRTN NTNG2 NTPCR NUMB OARD1 OR2F1 OSR1 P2RY10 PARVB PAX9 PAXIP1 PCF11 PHF10 PHF21A PIAS2 PIGF PIGR PIK3CB PLEKHB1 POFUT2 POLR2K POP4 POU6F1 POU6F2 PPP1R3D PPP2R5B PRELID3A PSMF1 PTEN RBBP8 REV3L RNF14 RPS6KA5 RUNX1 SCAMP1 SEZ6L SLC16A5 SLC24A1 SLC30A3 SLC33A1 SLC35B1 SLC4A3 SMG1 SPAST ST13 SULT2B1 SULT4A1 SYT5 TAF2 TAF5L TANC2 TBC1D22A TBCE TBX19 TFDP2 TMCC1 TMEM11 TMEM184B TMEM94 TRIM24 TTI1 TTLL5 UBE4B UPK1A UTRN WBP4 WDR47 WIPF2 ZBTB17 ZBTB22 ZNF133 ZNF134 ZNF32 ZNF500 ZNF592 ZNF710 ZP2 MORF_PTEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_PTEN ABCB10 AQP7 ARFGEF2 ATF2 ATP6V0A2 BNIP1 BRD1 CDYL CNTN6 COX6A2 CPEB3 CTRL CYP11A1 DNAJC16 ELAVL2 FNTB FOSL1 FRY FRYL GJB5 GLE1 GPATCH8 GPR19 GRIK5 HNF1A IGKV7-3 IL13RA1 IL16 INPP5E JADE3 JRK KIAA0586 KRR1 KRT2 KRT33A KRT86 MAGEA9 MC5R MFN1 MGA MLLT10 MSH3 MSL3 NFX1 NR1I2 NRTN NTNG2 P2RY10 PAX9 PAXIP1 PHF10 PIAS2 PIK3CB POLR2K POP4 POU6F1 PPP1R3D PSMF1 PTBP3 PTEN PVR RAP2C RBMXL1 RPS6KA5 SCAMP1 SLC33A1 STAG1 SULT2B1 SULT4A1 SYT5 TBC1D22A TBX19 TFDP2 TMEM11 UBE4B WBP4 WIPF2 ZBTB14 ZBTB22 ZNF134 ZNF157 ZNF253 ZNF266 ZNF500 ZP2 MORF_PTPN11 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_PTPN11 ACOT13 ACOT7 AKR7A2 ANP32A ATP5MC3 ATP5PF ATP5PO BAZ1B BUB3 CBFB CCT5 CCT8 CDC123 CDK4 CHERP CSNK2B CYCS DDX1 DDX19A DDX19B DHX16 DNAJC9 DR1 EID1 EIF3B FEN1 G3BP2 GMPS H2AZ1 HAT1 HCCS HDDC2 HNRNPR HSPA9 IFRD1 ILF3 IRAK1 KHSRP KIDINS220 KIF11 LAGE3 LARP1 LMNB2 LSM4 MAGOH MAPRE1 MCM6 MFAP1 MOGS MPV17 MRFAP1L1 MTDH NAA10 NARS1 NDC80 NDUFB3 NDUFC1 NDUFS3 NDUFS4 NDUFS6 NDUFS8 NDUFV1 NDUFV2 NHP2 NSDHL NUP205 PARK7 PDIA6 PMEL PPID PPM1G PRRC2C PTGES3 PTPN11 R3HDM1 RAD1 RAD23A RBM14 RFC2 RMND5A SCAMP3 SDHB SET SF3B2 SLBP SLC1A5 SMC3 SNRPA1 SNRPD3 SOD1 SRSF1 SRSF9 SSBP1 TARDBP TARS1 THAP11 TOMM70 TRIM28 UBE2N UCHL3 UPF3A UTP3 VAMP7 VBP1 VDAC1 VDAC2 VPS26A XPOT MORF_PTPN9 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_PTPN9 ACR ADAM15 ADAMTSL2 ANKRD12 B4GALT3 CAMK2B CASP2 CNOT4 CNP CNTN1 DDX11 DGCR11 DRG2 EML3 ENTREP3 FDXR FKBP15 GHITM GPR35 GSK3A HMGXB3 HSF4 IFT140 IGHMBP2 IGSF9B IKBKG KHNYN LINC00928 M6PR MGAT1 MOK MVK MYL2 NDST1 NHERF2 NUDT3 ODF1 ORC1 PAIP2B PAX8 PCBP3 PFDN1 PITPNM1 PML PRPH PSD4 PTPN9 RBM8A RPA2 RXRB SLC12A4 SLC22A24 SLC6A9 TAFAZZIN TCOF1 TMEM94 TPMT TSPO2 TUB USP19 ZBED1 MORF_PTPRB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_PTPRB ABCB1 ABCB10 ABCC8 ABO ADAM20 ADAM22 ADAMTSL3 ADGRL2 AMMECR1 AMOT AOC4P APOBEC1 AQP7 ARL3 ATF2 ATP4B ATP8B1 ATXN3 B4GALT6 BCL2L11 BICD1 BMP10 BRINP3 BRWD1 C1orf216 CACNA2D1 CADM4 CALN1 CAMK4 CCL16 CCR3 CD8A CDC73 CDR1 CELA2B CEP162 CFH CHRNB4 CLCN3 CMKLR2 COL14A1 COL19A1 COL8A1 COLGALT2 COQ7 COX6A2 CPB2 CPEB3 CTRL CXCL5 CYP2C19 CYP2E1 DAZL DBT DDX52 DMD DNAJC22 DRD1 EDIL3 ELAVL2 EPHB2 ERC1 ERC2-IT1 ERCC4 EXOC4 EXOC6B EYA1 F2RL3 FAM110B FAM13A FAS FBXL4 FGF18 FGF2 FGF9 FLRT2 FNTB FOSL1 FPR2 FRY FSHR FUT1 FZD5 GABRB2 GCA GCM1 GJB5 GLRA3 GNG4 GPLD1 GPR171 GPR18 GPR19 GRIK1 GUCY2C GUCY2F GYS2 H3C6 HCRTR2 HEPH HNF1A HOXD13 HRK HSD3B2 HSPA1L HTR1E IFNA1 IFNA10 IFNA2 IFNA8 IFNW1 IGKV7-3 IL11RA IL16 IL7 IPO9 ISL1 ITGA2 ITIH1 ITIH3 JADE3 JRKL KDR KLHL23 KLRC4 KNG1 KRR1 KRT2 KRT34 LDB3 LECT2 LGI1 LILRA1 LINC00588 LORICRIN MAGEA8 MAGEA9 MAP2 MAP3K1 MC5R MDM2 MEOX2 MLLT10 MSL3 MYL3 MYT1 NDP NEB NFAT5 NHEJ1 NIPA2 NPFF NR1I2 NR3C2 NRXN1 NTNG2 OCM OPLAH OR10H3 OR2B6 P2RY10 PART1 PAX6 PCM1 PDE10A PDE4D PDE6A PGM3 PHF10 PHLDB1 PHOX2B PIK3C2A PKP1 PLA2R1 PLPPR4 POLR1HASP POLR2K POLR3F POU6F1 POU6F2 PPM1E PPP2R5B PRIM2 PRKCA PRKG1 PSG1 PTPN20 PTPRB PVR R3HCC1L RAD51D RB1CC1 RGS7 RORB RPS6KA5 RREB1 RUFY3 RUNX2 RXRG RYR3 S100A5 SCN7A SERPINA4 SGCD SGPL1 SIM2 SIRPB1 SIX6 SLC15A1 SLC22A6 SLC26A4 SLC33A1 SLC4A8 SLC6A2 SMYD3 SPA17 SPATA2 SPRR2C ST8SIA1 STAC SULT4A1 SUPT3H TANC2 TBX19 TBXT TENM4 TFDP2 THPO TLL1 TMEM26 TPD52 TPD52L1 TPO TRIM24 TSPAN2 TSSK2 TTN TTTY1 ULK2 VSTM4 WBP4 YLPM1 ZBTB14 ZBTB33 ZBTB40 ZNF132 ZNF134 ZNF141 ZNF157 ZNF202 ZNF266 ZNF33B ZP2 ZSCAN26 MORF_PTPRR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_PTPRR ABCB1 ADAM20 ADAMTSL3 AKAP3 APOBEC1 ATF2 ATXN3 BRD4 CADM4 CALN1 CAMTA1 CCR3 CDC73 CDH8 CDKL5 CLCN3 CMKLR2 COL19A1 COL8A1 CRHR1 CTSB DAZL DBT DMD DNAJC22 DRD1 EDIL3 EXOC4 FGA FSHR FZD5 GCM1 GLRA3 GNG4 GPR19 GRIK1 HCRTR2 HNF1A HOXC11 HSD3B2 HTR1E IFNA1 IFNA10 IFNA14 IFNA2 IL7 ITGBL1 JADE3 KCNA5 KLRC4 KRT2 KRT34 LDB3 LECT2 LGI1 MAGEA8 MAGEA9 MAP2 MAP2K7 MDM2 MINDY2 MPP3 NEB NHEJ1 NPAS2 NPFF NR3C2 OCM OR2B6 PART1 PAX6 PHOX2B PLPPR4 POLR1HASP PSG1 PTPN20 PTPRR RAD51D RNF24 RORB RREB1 RYR3 SERPINA4 SIX6 SLC15A1 SLC17A1 SLC17A3 SLC46A3 SPRR2C SRPK3 ST8SIA1 STAC SUPT3H TBXT TENM4 TLL1 TMEM26 TTTY1 USP46 ZNF132 ZNF157 ZSCAN26 MORF_RAB11A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_RAB11A ARCN1 ATXN2 BAG5 BRD3OS CFDP1 CNBP COIL COX7A2L CUX1 DNPEP DPM1 DUSP11 EIF2B2 FAF2 GMFB GTF2H1 HTATSF1 IK ILVBL KBTBD2 MARCHF7 NFATC2IP NUBP1 NUP88 OARD1 PARG PDCD10 PEX11B POLR3C PPP1R7 PPP2R5E PRPF18 PRPF4 PRPSAP1 PSMA5 PSMC2 PSMD10 RAB11A RAE1 SCRIB SDHC SEC22B SMAD2 SPCS2 STXBP3 TBCB TBPL1 TERF2IP TOR1AIP1 TPR UBE2A UBR5 UFD1 URI1 WIPI2 XPA XPC ZNF410 ZNHIT3 ZZZ3 MORF_RAB1A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_RAB1A ABR ACTN4 AP2M1 AP3S1 ARCN1 AREL1 ARF3 ARF4 ARF5 ARFGAP2 ARFGEF1 ARPC4 ARPC5 ATG9A ATOX1 ATP6AP2 ATP6V0D1 ATP6V1F ATXN2 B4GALT3 BCAP31 BECN1 BLOC1S1 BRD3 BZW1 C1D CALM2 CANX CAPZA1 CAPZB CDK16 CENPB CIB1 CLEC18C CLN3 CLTC CNBP CNIH1 CNOT3 COIL COPB2 COPS5 COPS6 COX4I1 COX5B COX6A1 COX7A2L COX8A CSNK1D CSNK1G2 CTDNEP1 CUX1 DCTN2 DDB1 DHRS1 DNPEP DPM1 DRG1 DUSP11 DYNC1I2 EBAG9 EIF2B2 ENSA ESS2 ETF1 FAM89B FBXW11 GAA GANAB GFUS GLG1 GMFB GORASP2 GPAA1 HADHB HTATSF1 HUWE1 ILF2 ILVBL IST1 JTB KARS1 KDELR1 KDM2A KHDRBS1 LAMP2 LASP1 LEPR MARCHF7 MDH1 MEA1 METAP1 MKRN1 MORC3 MORF4L2 MRPL28 MRPL9 MYL11 NELFB NUBP1 NUP62 OTUB1 P4HB PDAP1 PEX11B PGK1 PHF3 PICALM PIGC PMM2 POLR2A POR PPP1R11 PPP1R7 PPP2R1A PPP2R5E PRKAG1 PRKAR1A PRKCSH PRPF4 PSMB4 PSMB6 PSMC2 PTPN1 PUF60 PWP1 RAB1A RAB5A RAB5B RAB6A RABAC1 RAC1 RAD21 RAD23B RAE1 RAF1 RBCK1 RHEB RNF103 RPL36AL RPN2 RPRD2 RTCB RTN4 RXRA SDHC SEC22B SEC61B SEC61G SEPHS2 SERP1 SHMT1 SLC25A36 SLC4A2 SLC9A1 SMAD2 SMNDC1 SPCS2 SSR1 SSR2 STK19 STX4 SUMO1 SUMO2 SUMO3 TADA3 TAF9 TERF2IP TIAL1 TMBIM6 TMED2 TMEM59 TMSB10 TOR1AIP1 TPR UBA1 UBE2A UBE2E3 UBR5 UBXN4 VAMP3 VGLL4 VPS9D1 WBP2 XPC XPO6 YWHAB YWHAZ ZC3H3 ZFTRAF1 ZNF410 ZNHIT1 ZZZ3 MORF_RAB3A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_RAB3A ADAM7 AKAP5 ANGPTL7 AP4E1 ART3 ASTN1 ATP2A1 ATRNL1 AVPR1A BAAT BHMT BRDT BTN1A1 CBLIF CD3G CHM CHRNA3 CRISP2 CST5 CUL3 CXCL6 DIO1 DMP1 DNASE1L2 DOC2A DSC1 EIF2B1 EPHA7 FOXN2 FSTL4 GABRB1 GK2 GPR176 GRM8 HCG4 HIPK2 HOXD9 IFNA4 IL18RAP IPO8 IRGC KCNA3 KCNH1 KIT KRT37 LCT LRRTM2 MAP3K14 MLLT3 MPHOSPH8 MPPED2 MTRF1L MUC7 MYCNOS MYH7 NLGN4Y NPY5R NTN3 ODF2 OPHN1 OPRPN ORC4 PDE9A PRORP RAB3A RBM17 REXO5 RFX1 RPGRIP1 RPGRIP1L SAA4 SEC14L2 SERPINC1 SLITRK2 SMYD2 SPAG8 SYT11 TBC1D12 TBC1D31 TCF15 TEKT2 TNFSF11 UGT2B4 VPS41 WNT1 ZNF154 ZNF208 ZNF239 ZNF264 MORF_RAB5A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_RAB5A ADAR ARF3 ARF5 ATOX1 ATP5MF ATP6AP2 ATP6V0D1 ATP6V1E1 ATP6V1H BAG5 BCAP31 BUD31 CD47 CFDP1 CHMP2B CLEC18C CLN3 CNIH1 COIL COPB2 COX4I1 COX5A COX7A2L DDB2 DNPEP DPM1 DUSP11 EBAG9 EFR3A EIF2B2 EIF5 ELOB ENSA FUBP1 GMFB GPR107 GRINA HARS2 HSBP1 ISCU IST1 MAD2L1BP MAPK3 MBD4 MORF4L2 MYL11 NBN NPTN OGFR PDCD6 PEX11B PICALM PPP1R7 PPP6C PSMA3 PSMB4 PSMC1 PSMC2 PSMC6 PSMD7 RAB1A RAB5A RAB9A RAC1 RAD23B RAE1 RER1 RNF114 RNF6 RPL36AL RPP38 SDHC SEC13 SKP1 SLC25A1 SMG7 SRP19 STX16 SUMO1 SYPL1 TAPBP TM9SF1 TMBIM6 TMED10 TMED2 TPM4 UBA1 UBE4A UBR5 UBXN4 VPS72 VTI1B WBP2 YWHAB ZNF410 MORF_RAB6A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_RAB6A ABR AFG3L2 AHCYL1 AP3S1 ARF3 ARFGEF1 ARPC5 ATG12 ATP6AP1 ATXN2 BCAP31 CANX CLSTN1 CLTA COPS5 CS CTDNEP1 DCTN2 DYNC1I2 ENSA F8A1 FAM120A FBXW11 GLB1 GPAA1 HADHB IDH3G KDELR1 KHDRBS1 KXD1 LYPLA1 MDH1 METAP1 MRPL9 MTA1 MTDH MYL11 NONO PAPSS1 PHF3 PPP1R7 PPP2R1A PRKAR1A RAB1A RAB6A RAC1 RTN4 SART3 SDHA SEC24C SEM1 SERP1 SMARCD2 SNRNP200 SP3 SPCS2 STARD7 SUMO1 TCEA1 TIAL1 TMBIM6 TMED2 TRAPPC3 VGLL4 VPS26A WBP2 XPO7 MORF_RAC1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_RAC1 ABR ACTL6A ACTN4 AHCYL1 ANKRD17 AP2M1 AP2S1 AP3S1 ARCN1 ARF3 ARF4 ARF5 ARFGEF1 ARPC5 ATG12 ATOX1 ATP2A2 ATP5MF ATP6AP1 ATP6V0D1 ATP6V1F ATP6V1H ATXN2 BANF1 BCAP31 BLOC1S1 BRD8 C6orf62 CANX CAPZB CDK16 CENPB CFDP1 CLN3 CLTC CNIH1 CNOT3 COA1 COPB2 COPS5 COPS7A COX5A COX6A1 COX7A2L COX8A CRK CS CSNK1G2 CSNK2B CTDNEP1 CYC1 CYCS DAP DCTN2 DDB1 DNPEP DOCK3 DPM1 DRG1 DYNC1I2 EBAG9 EI24 EIF2B2 EML2 ENSA F8A1 FAM120A FBXW11 FMR1 FOXK2 GANAB GFUS GGCT GLB1 GLG1 GMFB GORASP2 GPAA1 GPX4 HADHB HNRNPA2B1 HNRNPAB HSPA8 HTATSF1 IDH3G ILVBL ISCU IST1 JTB KARS1 KDELR1 KHDRBS1 KXD1 LYPLA1 MAML1 MAP2K2 MDH1 MEA1 METAP1 MORF4L2 MRPL28 MRPL9 MRPS18B MTA1 MTCP1 MTDH MYL11 NCBP2 NDUFC1 NIPSNAP1 NONO NSDHL NUP62 OTUB1 PARG PCBD1 PDAP1 PDCD6 PEX11B PGRMC1 PHF3 PICALM PIGC PLOD3 PMM2 POLR2C POLR2I POLR3C PPP1R11 PPP1R7 PPP2R1A PPP2R5E PPT1 PRDX4 PRKAG1 PRKAR1A PRPSAP1 PSMB2 PSMB4 PSMB6 PSMC2 PSMD7 PSMD8 PWP1 RAB1A RAB5A RAB5B RAB6A RAC1 RAD21 RAD23B RAF1 RAN RBCK1 RHEB RNF4 RPA1 RTCB RTN4 SARS1 SART3 SDHA SDHC SEC13 SEC24C SEC61B SEC61G SEM1 SEPHS2 SERP1 SHMT1 SKP1 SLC10A3 SLC4A2 SMARCD2 SMNDC1 SNAPC5 SNRNP200 SNX1 SOD1 SP3 SPCS2 SRP9 SSR4 STARD7 STK24 STX4 SUMO1 SUMO2 SYPL1 TIAL1 TMBIM6 TMED2 TMED9 TMEM106C TMEM147 TRAPPC3 UBA1 UBAP2L UBE2A UBE3C UBR5 VGLL4 VPS26A WBP2 XPC XPO6 XPO7 YIF1A YWHAB ZNRD2 ZZZ3 MORF_RAD21 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_RAD21 ANP32B AP3S1 ARCN1 ATP5F1C ATP5MF ATP5PF BANF1 BCAP31 BUD31 BZW1 C1QBP C6orf62 CANX CBX3 CCT2 CFDP1 CNBP CNIH1 COA1 COIL COPB1 COPS5 COX4I1 COX5A COX6A1 COX6C COX7A2L COX7B CSNK2B CTCF CUL1 CUX1 CYC1 DARS1 DCTN2 DEK DLD DNPEP DPM1 DRG1 EBAG9 EEF1D EIF3C EIF4H ELOC ENSA ETFA FAM120A FAM20B FBXW11 G3BP1 GATD3 GDI2 GMFB H2AZ1 HAT1 HDAC2 HMGN1 HNRNPA2B1 HNRNPA3P1 HNRNPAB HNRNPC HNRNPM HNRNPU HPRT1 HSP90AA1 HSPA8 HSPA9 HTATSF1 IFRD1 IFT25 IK ILF2 ILF3 IST1 KARS1 KBTBD2 KHDRBS1 KIF2A KPNA2 LSM3 LYPLA1 MAML1 MBD4 MDH1 METAP1 MORF4L2 MRPL9 MSH2 MTA1 MTDH MYL11 NACA NDUFA5 NDUFS1 NDUFS3 NONO PARK7 PCLAF PCNA PDCD6 POLE3 POLR2G POLR2I PPP1CA PPP1R7 PPP2CA PRKAR1A PRMT1 PRPSAP1 PSMA2 PSMA4 PSMB2 PSMB4 PSMB7 PSMC1 PSMC2 PSMC6 PSMD7 PSMD8 PUF60 RAB1A RAC1 RAD21 RAD23B RAN RBL2 RBMX RHEB RPA1 RPL36AL SDHA SEC13 SEC61G SEM1 SET SF3B2 SHMT1 SKP1 SLC25A3 SMARCD2 SMG7 SMNDC1 SNRNP200 SNRPE SNRPG SOD1 SP3 SPCS2 SRP19 SRP9 SRSF9 SSBP1 STARD7 STOML2 SUMO1 SUMO2 SUMO3 SYNCRIP SYPL1 TAF11 TBCA TIAL1 TMBIM6 TMED2 TPGS2 U2AF1 UBA2 UBAP2L UBE2E1 UBE2L3 UBR5 UQCRB UQCRC2 USP1 UTP18 WIPI2 YWHAB YWHAQ ZZZ3 MORF_RAD23A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_RAD23A AATF ACLY ACOT7 ACP1 ACTR3 AFG3L2 AHSA1 AK2 AKR7A2 ANAPC5 ANP32A ANP32B AP2S1 AP3D1 AP3S1 ARF3 ATP5F1D ATP5MC1 ATP5MC3 ATP5PF ATP5PO ATP6AP1 ATXN10 BAG6 BAZ1B BCAP31 BUB3 BZW1 CAD CALM3 CANX CAP1 CAPZA1 CBX3 CCT2 CCT5 CCT7 CDC123 CDC16 CEBPZ CHD4 CHERP CHMP2A CIAO1 CLPP CLTA COPE COPS5 CS CSK CSNK2B CTBP1 CTDNEP1 CYC1 CYCS DARS1 DCTD DDOST DDX1 DDX19A DDX19B DDX39A DDX39B DDX49 DEAF1 DEK DGKZ DGUOK DHCR7 DHX15 DHX38 DIAPH1 DKC1 DNAJC11 DNAJC8 DNAJC9 DNMT1 DOCK3 DR1 DRG1 DUT DYNLL1 EDC4 EI24 EIF1AX EIF2S2 EIF3B EIF3E EIF3H EIF3I EIF3K EIF4A1 EIF4EBP2 EIF4H ELOC EPRS1 ERCC5 ERP29 ESD ESPL1 F8A1 FAM120A FAM168B FARSA FBL FH FIBP FUS G3BP2 GANAB GARS1 GCN1 GLB1 GLO1 GMPS GNB1 GNB2 GNG5 GOT2 GPAA1 GPN1 GTF2A2 H2AZ1 H2AZ2 HADH HADHA HADHB HAT1 HAX1 HCCS HDAC1 HDAC2 HDDC2 HDGF HNRNPA2B1 HNRNPA3P1 HNRNPAB HNRNPC HNRNPD HNRNPM HNRNPR HNRNPU HNRNPUL1 HSPA9 HYOU1 IARS1 ICE1 IDH3B IDH3G IFRD1 ILF2 ILF3 IMMT IMPDH1 IRAK1 JTB KARS1 KHDRBS1 KHSRP KIFC1 KRIT1 KXD1 LAGE3 LARP1 LMNB2 LRPPRC LSM2 LSM4 LYPLA1 MAGOH MAP2K2 MAPRE1 MCM2 MCM3 MCM6 MDC1 MDH1 MFAP1 MGRN1 MRPL9 MRPS12 MRPS18B MTCP1 MTDH MTREX NAA10 NARS1 NCL NDUFA7 NDUFB3 NDUFC1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS8 NDUFV1 NDUFV2 NONO NPM3 NRDC NSD2 NSDHL NSMAF NUDC NUDT1 NUP188 NUP205 PABPC4 PABPN1 PAPSS1 PARK7 PCLAF PCMT1 PDHB PDIA6 PHB2 PIEZO1 PKN1 PMEL POLA2 POLE3 POLR2A POLR2I POM121 PPID PPIE PPIF PPIG PPM1G PPP1CC PPP2R1A PPT1 PRDX3 PREP PRKDC PRPF31 PRPF8 PRPS2 PRRC2C PSMB2 PSMB7 PTDSS1 PTGES3 PTPN11 PUF60 R3HDM1 RAD23A RAN RBBP4 RBMX RFC4 RHEB RNF126 RNPEP RNPS1 RO60 RPIA RPN1 RSL1D1 RTCB RUVBL2 SAFB SCAMP3 SDHA SDHB SDHD SEC24C SEM1 SERP1 SET SF3A1 SF3A2 SF3B2 SKP1 SLBP SLC1A5 SLC25A3 SLC3A2 SMARCC1 SMARCD2 SMC1A SMNDC1 SNRNP200 SNRPA SNRPA1 SNRPE SNX3 SOD1 SREBF2 SRP72 SRRM1 SRSF1 SRSF9 SSB SSBP1 STARD7 SUMO1 SUMO2 TAF11 TARDBP TARS1 TBL3 TCEA1 TCP1 TERF1 TEX261 TFDP1 THOP1 TIAL1 TM9SF2 TMED9 TNPO3 TOMM20 TOMM70 TRAPPC3 TREX2 TRIM28 TTC1 TUBA3C TUFM TXNL4A TYMS U2AF1 UBA2 UBAC1 UBAP2L UBE2L3 UBE2N UPF3A UQCRC1 UQCRFS1 UQCRH VBP1 VDAC1 VDAC2 VDAC3 VPS26A WDR1 XPO1 XPO7 XPOT XRCC5 XRCC6 YARS1 YWHAQ ZNF131 ZWINT MORF_RAD23B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_RAD23B ADAR ALG8 AP2S1 ARCN1 ARF3 ATOX1 ATP2A2 ATP5MF ATP5PF ATP6V1H BAG5 BANF1 BCAP31 BUD31 BZW1 C6orf62 CANX CFDP1 CLN3 CNBP CNIH1 COA1 COG4 COIL COPB2 COPS5 COX4I1 COX5A CRK CSNK2B CYC1 CYCS DAP DCTN2 DDX1 DLD DNPEP DPM1 DYNC1I2 EBAG9 EIF2B2 EIF2B4 EIF4E2 EIF5 ELOB ELOC ENSA ETFA FAM120A FAM20B FBXW11 G3BP1 GATD3 GGCT GMFB GSPT1 HARS2 HAT1 HNRNPA3P1 HNRNPAB HSBP1 HSPA4 HSPA9 KARS1 KHDRBS1 KIF2A KPNA2 LSM3 LSS LYPLA1 MAD2L1BP MAML1 MAPK6 MBD4 MDH1 MORF4L2 MTA1 MTDH MYL11 NDUFAB1 NDUFS1 NEDD8 NSDHL PARG PDAP1 PDCD6 PEX11B PGRMC1 POLR2I POP5 PPP1CA PPP1R7 PPP2R1A PPP2R2A PPP6C PRDX3 PRKAR1A PRMT1 PRPSAP1 PSMA2 PSMA3 PSMB2 PSMB4 PSMB5 PSMB6 PSMC1 PSMC2 PSMC3 PSMC4 PSMC6 PSMD7 PSMD8 PSMD9 PTPA RAB1A RAB5A RAB9A RAC1 RAD21 RAD23B RARS1 RER1 RFK RNF6 RPA1 RPL36AL RPP38 RUSC1 SARS1 SART3 SDHA SDHC SEC13 SEC61G SEM1 SEPHS2 SET SF3B2 SHMT1 SKP1 SLC25A1 SMG7 SNRPG SOD1 SP3 SPCS2 SPTLC1 SRP19 SRP9 SSBP1 STOML2 SUMO1 SYPL1 TBCA TMBIM6 TMED2 TMEM106C TMEM147 TMEM97 TPGS2 TRAPPC3 UBA1 UBAP2L UBE4A UBR5 UNG URI1 URM1 USP10 UTP18 VCP VPS72 VTI1B XPC YWHAB YWHAE ZZZ3 MORF_RAD51L3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_RAD51L3 ABCB1 ABCB10 ABCC8 ABO ACKR1 ADAM20 ADAM22 ADAMTSL3 ADCY3 ADCYAP1 ADGRL2 ADRA1A AFF2 AKAP3 AMMECR1 ANXA10 AOC4P APOBEC1 AQP7 ARFGEF2 ARL3 ASB4 ATF2 ATF6B ATP10B ATP2B2 ATP4B ATP6V0A2 ATP8A2 ATP8B1 ATXN3 B4GALT6 BARX2 BCL2L11 BIRC5 BMP10 BNIP1 BRCA1 BRD4 BRINP3 BRWD1 C1orf216 C2orf27A CA3 CACNA2D1 CACNB1 CADM4 CALN1 CAMK4 CAMTA1 CASP10 CCL16 CCN6 CCR3 CD3E CD8A CDC42BPA CDC73 CDH4 CDH8 CDKL5 CDR1 CELA2B CEP162 CFH CHRNB4 CHST1 CLCN3 CMKLR2 CNTN6 COL14A1 COL19A1 COL8A1 COLGALT2 COQ7 COX6A2 CPB2 CPEB3 CPZ CRHR1 CTRL CTSB CXCL5 CYP11A1 CYP2C19 CYP2D6 CYP2E1 CYP4F2 DAZL DBT DDX52 DGCR5 DMD DMPK DNAJC16 DNAJC22 DRC3 DRD1 ECM2 EDIL3 EDN3 ELAVL2 EPHB2 ERC1 ERC2-IT1 ERCC4 EXOC4 EYA1 F2RL1 F2RL3 FAM110B FAM13A FAS FBXL4 FGA FGF18 FGF2 FIG4 FLRT2 FNTB FOSL1 FRY FSHR FUT1 FZD5 GABRA1 GABRB2 GCA GCM1 GHRHR GJB5 GLE1 GLRA3 GNG4 GPR15 GPR171 GPR18 GPR19 GRIK1 GRIK5 GUCY2C GUCY2F GYPA GYS2 H3C6 HAAO HABP4 HCRTR2 HEPH HNF1A HOXB7 HOXC11 HOXD4 HSD3B2 HSPA1L HTR1B HTR1E HTR2C HTR3A IFNA1 IFNA10 IFNA14 IFNA2 IFNA8 IFNW1 IGKV7-3 IL11RA IL13 IL13RA1 IL16 IL4 IL5 IL7 IPO9 ISL1 ITGA2 ITGBL1 ITIH1 ITIH3 IVL JADE3 JRKL KCNA5 KDR KLHL23 KLRC4 KNG1 KPNA1 KRR1 KRT2 KRT33A KRT34 KRT86 LDB3 LECT2 LGI1 LILRA1 LILRA4 LORICRIN LPAR4 LPGAT1 LRP4 LRP6 MAGEA8 MAGEA9 MAGI1 MAP2 MAP2K7 MAP3K1 MASP2 MC5R MDM2 MFN1 MGA MINDY2 MLLT10 MON2 MPP3 MPZL1 MPZL2 MSH3 MSL3 MYH2 MYOZ3 MYT1 NCKIPSD NEB NEDD4L NFAT5 NHEJ1 NOL4 NOS2 NOTCH4 NOVA1 NPAS2 NPFF NR1I2 NR2F1 NR3C2 NRTN NTNG2 NXPE3 OCM OPCML OR10H3 OR2B6 OTC P2RY10 PAPPA2 PART1 PAX6 PAX7 PAX9 PAXIP1 PCDHB17P PCM1 PDCD1 PDE10A PDE4D PDE6A PDPN PGM3 PHF10 PHLDB1 PHOX2B PIK3C2A PIK3CB PLA2R1 PLEKHB1 PLPPR4 POFUT2 POLR1HASP POLR2K POLR3F POU6F1 POU6F2 PPM1E PPP1R12B PPP1R1A PPP2R5B PRELID3A PRIM2 PRKCA PRPS1L1 PSD PSG1 PTPN20 PTPRB PTPRR PTPRS PVR R3HCC1L RAD51D RB1CC1 RBBP7 RBMS3 RBMXL1 REPS2 RGS7 RNF24 ROR2 RORB RPS6KA5 RREB1 RSC1A1 RUNX2 RXRG RYR1 RYR3 S100A5 SCN7A SEMA6A SERPINA4 SGCD SGPL1 SIM2 SIX6 SLC14A2 SLC15A1 SLC16A5 SLC17A1 SLC17A3 SLC17A7 SLC18A1 SLC22A6 SLC26A4 SLC33A1 SLC46A3 SLC4A3 SLC4A4 SLC4A8 SLC6A2 SMYD3 SOAT2 SOCS6 SPA17 SPATA2 SPRR2C SRPK3 ST8SIA1 STAC STAG1 STARD5 SULT4A1 SUPT3H SYNJ2 SYT5 TACC2 TANC2 TBX19 TBXT TENM4 TFDP2 THPO TLL1 TMEM26 TNIK TNK1 TPD52 TPD52L1 TRIM24 TRIO TSHB TSPAN2 TSSK2 TTN TTTY1 UBE4B ULK2 USP20 USP46 VPS35L VSTM4 WBP4 ZBTB14 ZBTB40 ZNF132 ZNF133 ZNF134 ZNF141 ZNF157 ZNF200 ZNF202 ZNF266 ZNF33B ZP2 ZSCAN26 MORF_RAD54L https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_RAD54L ABCF1 ACTL6A AFG3L2 ALG3 ARID3A ARIH2 BAZ1B BMS1 BUB1B CAD CCT4 CDC7 CDK11A CEBPZ CHAF1A CS DDX18 DDX39A DDX46 DFFA DNAJC11 DNMT1 EIF2S2 EIF3I EPRS1 ESD GARS1 GLMN GNL2 GOT2 GTF2A2 HADH HDAC2 HNRNPA2B1 HNRNPL IARS1 IDH3A IFRD2 IMMT KHSRP KIF20B LANCL1 LRPPRC LSM2 MARS1 MCFD2 MCM2 MLEC MMS19 MTREX MZF1 NAE1 NAGA NSD2 NUDC NUP188 NUP62 PABPC4 PABPN1 PDXDC2P-NPIPB14P PGM1 PKMYT1 PLPBP POLR2A POM121 PREP PRKDC PRPF8 PWP2 RAD54L RFC1 RFC4 RPA2 RRM1 RUVBL2 SAFB SCARB1 SEC63 SFSWAP SGTA SRPK1 SRRM1 SSB SSBP1 SSRP1 TARS1 TCOF1 TFDP1 THOC2 THOP1 TM9SF2 TNPO3 TREX2 TRIP13 TRRAP TXLNA USP14 VARS1 VDAC3 XPO6 XPO7 YARS1 ZNF131 ZPR1 ZWINT MORF_RAF1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_RAF1 ABR AP3S1 ARFGAP2 ATG12 ATP6V1F ATXN2L BRD3 CANX CAPZA1 CAPZB CLTC CNBP CNOT2 COX7A2L COX8A CS CSNK1D CSNK1G2 CTDNEP1 CUX1 DDB1 DDX39A DEK DENND4A DHX38 DNAJC8 DNPEP DRG1 EIF4H ETF1 FAM168B FBXW11 FOXJ3 GMFB GPAA1 HADHB HNRNPA2B1 HNRNPAB HNRNPC HNRNPH2 HNRNPK HTATSF1 IDH3B IK ILF2 IST1 JTB KBTBD2 KDM3B KHDRBS1 KXD1 METAP1 MFN2 MKRN1 MORC3 MRPL28 MRPL9 NACA NAP1L4 NELFB NFATC2IP NONO NUP188 NUP62 OTUB1 OXA1L PABPN1 PDAP1 PLIN3 POLE3 POLR2A POLR2C PPP2CA PPP2R5E PRKAG1 PRKCSH PRPF8 PWP1 RAB1A RAC1 RAF1 RNF4 RPRD2 RTCB SEC61B SEC63 SFSWAP SLC25A36 SMNDC1 SNRNP200 SRRM1 SRRT STK19 SUMO1 SUMO2 SYNCRIP TAF9 TERF2IP TIAL1 TOR1AIP1 TPR UBE2D3 UBE2I UBN1 XPC XPO6 YWHAQ YWHAZ ZC3H15 ZNF410 ZZZ3 MORF_RAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_RAGE ACKR2 ADAM15 ADAMTSL2 ADD2 ALDOC AMFR ANKRD12 AP2A2 AQP5 ARC ARSL B4GALT3 BAHD1 BCL2 BPHL CALCOCO1 CAMK2B CARD10 CASP2 CBARP CD8B CDK5R1 CLOCK CNTN1 CNTN2 COLQ CRCP CRHR2 CRYAA CRYBA4 CYP11A1 CYP2C9 DAPK2 DDX11 DGCR11 DOK1 DPT ECE2 EFNA2 EML3 ENTREP1 ENTREP3 EXTL3 F7 FANCG FDXR GGT5 GHITM GPR35 GRIK5 GRIP2 GRK4 HAUS5 HOXD4 HSF4 HSPB2 HTR4 HTR7 IFT140 IGHMBP2 IGSF9B IKBKG IMPA1 IRF2BP1 ITIH4 ITPR2 JAK3 KANK2 KHNYN KIFC3 KLHL18 LBP LINC00928 LMO1 LSM1 LSM12 LTK MC2R MGAT1 MMP25 MOK MPP2 MR1 MSX1 MT4 MTX1 MUSK MYL2 MYO9B NCKIPSD NEURL1 NFRKB NTSR2 NUDT3 PAIP2B PAX8 PAX9 PCBP3 PCGF1 PIGB PIGR PITPNM1 PML PRELID3A PRPH PRSS16 PTPN9 PVT1 RBBP8 RBM8A RPS6KB2 SDC3 SH2B1 SIK3 SIX3 SLC12A4 SLC13A2 SLC16A5 SLC22A24 SLC24A1 SLC2A1 SLC30A1 SLC30A3 SLC4A3 SLC5A2 SLC6A7 SLC6A9 SPEF1 SPTB SSTR5 TBX5 TCF7 TCOF1 TLN2 TM4SF5 TMEM94 TNFRSF25 TNP1 TSPO2 TUB TUBGCP4 UGT2B15 USP19 WDR62 WWOX ZKSCAN3 ZNF500 ZNF592 MORF_RAN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_RAN ACLY ACTG1 ANAPC5 ANP32B AP2M1 AP2S1 ATP5F1C ATP5MC1 ATP5MC3 ATP5ME ATP5MF ATP5PF ATP5PO ATP6V1F ATXN10 BANF1 BCAP31 BTF3 BUB3 C1QBP CALM2 CANX CAPZA1 CBX3 CCT2 CCT3 CCT7 CDC123 CLNS1A CLTA CNBP CNIH1 COA1 COMMD4 COPE COPS5 COPS6 COX4I1 COX5A COX5B COX6A1 COX6B1 COX6C COX7A2L COX7B COX7C COX8A CS CSNK2B CTBP1 CTDNEP1 CYC1 CYCS DAP3 DCTN2 DDX39B DDX49 DEK DNAJC8 DOCK3 DRG1 DYNLL1 EBP EEF1D EEF1E1 EEF1G EEF2 EIF1AX EIF3C EIF3E EIF3H EIF3K EIF3M EIF4A1 EIF4G2 EIF4H ELOC ERH ERP29 FAU FBL FDPS FIBP FUS GANAB GATD3 GDI2 GNAS GPAA1 GPI H2AZ1 H2AZ2 HADHB HAX1 HDAC1 HDGF HINT1 HMGN1 HNRNPA2B1 HNRNPA3P1 HNRNPAB HNRNPC HNRNPUL1 HPRT1 HSP90AA1 HSP90AB1 HSPA8 HSPD1 HUWE1 IDH3B IFT25 ILF2 IST1 JTB KARS1 KHDRBS1 KXD1 LDHA LSM2 LYPLA1 MDH1 METAP1 MIF MRPL23 MRPL9 MRPS12 MTDH MYL11 MYL6B NACA NAP1L1 NCL NDUFA1 NDUFA2 NDUFAB1 NDUFS3 NDUFS5 NDUFV1 NEDD8 NIPSNAP1 NME1 NME2 NONO NPM1 PABPC1 PARK7 PCBP2 PCMT1 PCNA PDAP1 PDCD6 PGAM1 PGK1 PHB2 POLE3 POLR2H POLR2I PPIA PPM1G PPP1CA PPP1R7 PPP2R1A PRDX1 PRKAR1A PRMT1 PSMA2 PSMA4 PSMB1 PSMB2 PSMB3 PSMB4 PSMB6 PSMB7 PSMC1 PSMD7 PSMD8 PTBP1 PUF60 PWP1 RAC1 RACK1 RAD21 RAD23A RALY RAN RBMX RHEB RNPS1 RPL11 RPL13 RPL14 RPL18 RPL21 RPL23A RPL24 RPL30 RPL36AL RPL5 RPL6 RPL7 RPLP2 RPN2 RPS10 RPS12 RPS13 RPS24 RPS25 RPS27A RPS5 RPS6 RUVBL2 SDHA SEC61B SEM1 SET SKP1 SLC25A3 SLC25A5 SMARCD2 SNRNP200 SNRPA SNRPB SNRPB2 SNRPD2 SNRPE SNRPG SOD1 SRP14 SRP9 SRSF2 SRSF3 SRSF9 SSBP1 SSR2 STARD7 STOML2 SUMO1 SUMO2 SUMO3 TARDBP TCEA1 TIAL1 TMBIM6 TMED2 TMEM147 TPI1 TRIM28 TUBA1B TUBB2A TUFM U2AF1 UBA1 UBA2 UBB UBE2I UBE2L3 UQCRB UQCRC2 UQCRFS1 UQCRH UTP18 VDAC2 XPO1 XRCC6 YBX1 YWHAB YWHAQ YWHAZ MORF_RAP1A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_RAP1A ADGRL1 AGPS AIMP1 AMFR AQP5 AQP7 ATP6V0A2 ATP6V1B1 ATRX BAHD1 BMS1 BPHL BRCA1 C1orf216 CAMK2G CCNF CDK13 CDYL CEP350 CHD3 CHD9 CLPX CNOT2 COX6A2 CPSF4 CSTF3 DCK DDX46 DIMT1 DKK4 DNA2 DPT DTNA ECE2 EEF1AKMT3 EIF4E EIF5B ENTREP1 ERCC2 EXTL3 FIG4 FNTB FRYL GPATCH8 GRIK5 GRIP2 GSK3B GTSE1 HIC2 HMGN4 HNRNPL HOXA11 HOXD4 HSPA13 HTR7 IL13 INPP5E IPCEF1 IRF2 JAG1 JRK KIAA0586 KLHDC10 KLHL18 KRT33A LAIR1 LEPROTL1 LIAS LPGAT1 LSM1 MC5R MFN1 MFN2 MSH3 MSL3 MSX1 MT4 MYCBP NFYB NKRF NMT1 NR2C1 NRTN NUMB OARD1 OPRL1 OSR1 PAX9 PAXIP1 PCF11 PCGF1 PEX3 PHF10 PIGB PIGF PIGR PIK3C2A PIK3CB PLEKHB1 POLA1 POLR2K POLR3D POP4 PPP5C PRIM2 RAP1A RB1 RBBP8 RFC1 SCAMP1 SEC23IP SEC31A SEC62 SFSWAP SH2B1 SLC22A6 SLC24A1 SLC25A11 SLC2A1 SLC6A11 SMC5 SMG1 SPAST SPEF1 SPRED2 SSTR5 SYNJ2 TAF2 TAF5L TBC1D22A TMEM11 TMEM94 TPP2 TRIM27 TTI1 UTRN YAF2 ZBTB22 ZNF292 ZNF500 MORF_RBBP8 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_RBBP8 AANAT ACKR2 ADAM15 ADAMTSL2 ADCYAP1 AFF2 AGPS ALDOC AMFR ANKRD12 AQP5 ARC ARSL ATP6V0A2 ATP6V1B1 ATRX B4GALT3 BAHD1 BCL2 BMS1 BPHL BRD1 BTD CAMK2B CAMK2G CCKAR CD8B CDK13 CDK5R1 CEP135 CHD3 CHD9 CLOCK CLP1 CLPX CMA1 COLQ CPSF4 CRCP CRHR2 CRYAA CRYBA4 CSTF3 CYP11A1 CYP19A1 CYP2A6 DAPK2 DDX11 DGCR11 DKK4 DOK1 DPT DPYSL4 ECE2 EIF5B EML3 ENTREP1 ENTREP3 ERCC2 ESR1 EXTL3 F7 FANCG FCHO1 FDXR FRYL FUT6 GLE1 GNPAT GPATCH8 GPR35 GRIK5 GRIP2 GSK3B GSTM5 GTF2H3 HAUS5 HNRNPL HOXD4 HSD17B3 HSPB2 HTR4 HTR7 IGSF9B IKBKE IKZF1 IL13 IMPA1 INPP5E IPCEF1 IQGAP2 IRF2 IRF2BP1 ITIH4 ITPR2 JAK3 JRK KANK2 KAT8 KIFC3 KLHL18 KRT33A KRT86 KYAT1 LAIR1 LBP LEPROTL1 LMO1 LSM1 LSM12 LTK MC2R MFN2 MGAT1 MMP25 MOK MPP2 MSX1 MT4 MTX1 MUSK MYC MYO9B NCKIPSD NDST1 NEK9 NEURL1 NFRKB NFYB NRTN NUDT3 PAFAH1B1 PAIP2B PARVB PAX8 PAX9 PAXIP1 PCBP3 PCGF1 PEX6 PHB1 PHF21A PIGB PIGR PIK3CB PKMYT1 PLEKHB1 PLIN3 PMF1 PML PMS1 PPP5C PRELID3A PRSS16 PSMF1 PVT1 RANBP2 RAP1A RASSF1 RBBP8 RBM8A RERE RFC1 ROCK1 RPS6KB2 RUNX1 RWDD3 SEZ6L SFSWAP SH2B1 SIK3 SIX3 SLC12A4 SLC13A2 SLC16A5 SLC22A24 SLC24A1 SLC25A11 SLC2A1 SLC30A1 SLC30A3 SLC4A3 SLC5A2 SLC6A7 SLC6A9 SMC5 SPEF1 SRRT SS18 SSTR5 ST13 STK17A TAF2 TAF5L TBC1D22A TBX5 TCOF1 TLN2 TM4SF5 TMEM11 TMEM94 TNFRSF25 TNKS TSPO2 TTI1 TUBGCP4 UGT2B15 WDR62 ZBTB11 ZKSCAN3 ZNF500 ZNF592 ZNF710 MORF_RBM8A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_RBM8A ACR ADAM15 ADAMTSL2 AMELX ANKRD12 CAMK2B CARD10 CASP2 CDK5R1 CNOT4 CNTN1 CRCP DDX11 DGCR11 DMWD EML3 ENTREP1 EPOR F7 FDXR FKBP15 GHITM GPA33 GPR161 GPRIN2 GSK3A H6PD HAUS5 HMGXB3 HSF4 HSPB2 HTR2A IFT140 IGHMBP2 IGSF9B IKBKG ITGAD KHNYN LMTK2 LSM12 LTK MAG MC2R MMP25 MOK MPP2 MVK MYL2 NTNG1 NTSR2 NUDT3 ODF1 PAX8 PCBP3 PFDN1 PIGB PITPNM1 PKN2 PMF1 PML PNMT PRPH PRSS16 PTGER3 PTPN9 RBBP8 RBM8A SEMA4D SLC12A4 SLC22A24 SLC5A2 SLC6A9 TAGLN3 TCF7 TCOF1 TMEM94 TNP1 TPMT TRA2A TSPO2 TUB USP19 ZBED1 ZKSCAN3 ZNF592 MORF_REV3L https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_REV3L ATP6V0A2 ATRX BRCA1 CDK8 CDYL CETN3 CHD3 CHD9 CLPX CPSF4 DIMT1 EP400 FAM91A1 FANCI FRYL GPATCH8 IGBP1 INPP5E JRK KLHDC10 MFN1 MSH3 NFATC2IP NFYB NKRF NMT1 NUBP1 OARD1 OSR1 PAXIP1 PCF11 PDXDC1 PIAS2 PIGF POP4 PPP1R3D PPP5C PSMF1 REV3L RNF14 RSU1 SCAMP1 SEC23IP SNX4 SPAST SSR1 STXBP3 TAF2 TAF5L TBCE TBPL1 TMEM11 TPR TTI1 TTLL5 UBE4B ZBTB22 ZNF500 MORF_RFC1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_RFC1 ACAP2 ADAM15 ARID3A ARIH2 ASH2L ATM ATP11B B4GALT3 BAHD1 BMI1 BMS1 CCT4 CDC7 CDK11A CHD9 CLPX CNOT1 CPSF4 CSTF3 CUL2 DDX46 DNAJC7 DNAJC8 DOK1 EEF1AKMT3 EIF4E EIF5B ENTREP1 ERCC2 EXTL2 FANCG FRG1 FRYL GLMN GNL2 GTF2A2 GTF2H3 HLTF HMGN4 HNRNPL HTR7 IDH3A IMPA1 INTS10 KATNA1 KDM3B KMT2D LAIR1 LANCL1 LDB1 LEPROTL1 LPIN1 LSM12 MARS1 MFN2 MGAT1 MLEC MMS19 MT4 MZF1 NDST1 NFRKB NUDT3 NUP188 NUP62 ORC1 P4HA1 PCBP3 PCGF1 PEX3 PIGB PITPNM1 PKMYT1 PLIN3 PLPBP POLR2A POLR2C PRKAG1 PRKCSH PSD4 RAD54L RANBP2 RAP1A RBBP8 RERE RFC1 RTCA SEC63 SEPTIN7 SFSWAP SH2B1 SIK3 SMC5 SUMO4 TAFAZZIN TCOF1 TFAP4 THOC2 TMEM94 TPP2 TRIM27 UBXN7 USP14 VARS1 WDR62 XPO6 ZMYM4 ZNF131 ZPR1 MORF_RFC4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_RFC4 ABCF1 ACTL6A AFG3L2 AKR7A2 ALG3 ATP5MC3 ATP5PF ATP5PO ATXN10 BAZ1B BUB1 BUB1B BUB3 CAD CCNA2 CCT4 CCT5 CDK11A CEBPZ CHAF1A CS CYCS DDX18 DDX19B DDX39A DEK DGUOK DKC1 DNAJC11 DNAJC9 DNMT1 DOCK3 DUT EI24 EIF2S2 EIF3I EPRS1 ESD ESPL1 FH GARS1 GOT2 GPN1 GTF2A2 H2AZ1 HADH HAT1 HCCS HDAC2 HDDC2 HMMR HNRNPA2B1 HNRNPAB HNRNPR HNRNPU HSPE1 IARS1 ICE1 IFRD1 ILF2 IMMT KHDRBS1 KHSRP KIF14 KXD1 LRPPRC LSM2 LYPLA1 MARS1 MCFD2 MCM2 MCM3 MCM6 METAP1 MLEC MMS19 MRPS18B MRPS27 MSH2 MTCP1 MTREX MTX2 NAE1 NASP NCBP2 NDC80 NDUFB3 NONO NSD2 NUDC NUP188 PABPC4 PDHB PMEL POM121 PPM1G PPP1CC PPT1 PRKDC PRPS2 PSMB2 PTGES3 R3HDM1 RAD23A RAD54L RFC3 RFC4 RPA1 RRM1 RUVBL2 SAFB SDHA SEC63 SERP1 SET SHMT2 SLBP SNRNP200 SNRPA SPAG5 SRPK1 SRRM1 SRSF1 SSB SSBP1 SSRP1 STK24 TARS1 TCEA1 TFDP1 TGDS TNPO3 TOMM70 TOP2A TREX2 TRIP13 TRRAP TYMS UBE2S UNG USP1 VDAC1 VDAC2 VDAC3 XPO1 XPO7 XPOT YARS1 ZNF131 ZPR1 ZWINT MORF_RFC5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_RFC5 AFF2 AMFR ARHGAP11A ATRX BRCA1 C1orf216 CAMK2G CCNF CEP135 CHD9 CLPX COLQ CRHR1 CSTF3 CYP11A1 DNAJC16 DPT EIF5B EP400 ERAL1 FDXR FOSL1 FRYL GLE1 GPR15 GRIK5 GRIP2 GTF2H3 HABP4 IPCEF1 JRK KANK2 KAZN KRT33A KRT86 KYAT1 LPGAT1 MLN MMACHC MPHOSPH6 MUTYH MYC NCKIPSD NFRKB NFX1 NKRF NTPCR NUDT13 PAX7 PAXIP1 PHF10 PLEKHB1 POLA1 POLR2K PPP5C PRELID3A RFC5 RUNX1 SCAMP1 SIGMAR1 SLC16A5 SLC2A1 SLC4A3 SMG1 SYNJ2 TAF12 TAF2 TAF5 TNFRSF25 TPP2 TRIM27 TTI1 UBE2V2 UBE4B WDR62 ZBTB14 ZNF200 ZNF330 MORF_RPA1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_RPA1 ACTL6A AIMP2 CFDP1 CLNS1A COIL COPS5 CYB5B DDX39A DEK EIF2B4 FBXW11 G3BP1 GPAA1 GTF2H1 HAT1 HDAC2 HNRNPA2B1 HNRNPAB HNRNPU HSPA8 ICE1 IK ILF2 KARS1 KHDRBS1 LYPLA1 METAP1 MSH2 MTA1 NCBP2 NUP188 PARG POLE3 POLR2I POP5 PRMT1 PRPSAP1 PSMB6 PSMD7 PWP1 RAC1 RAD21 RAD23B RBMX RFC4 RPA1 SART3 SDHA SET SHMT1 SNRNP200 SOD1 SP3 SPCS2 SUMO1 SYNCRIP TMEM106C UNG USP1 YWHAQ ZZZ3 MORF_RPA2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_RPA2 AATF ABL1 ADAM15 ADSL AFG3L2 AGPAT1 ALDH4A1 AP3B1 AP3S1 ARIH2 ARL6IP1 ARPC4 ASH2L ATXN2L B4GALT3 BMI1 BRD8 BUB3 CAD CALM2 CAPRIN1 CAPZA1 CASP2 CCT4 CDC25C CDK2 CELA2A CLSTN1 CNOT1 CNOT4 CNP CNPPD1 CNTN1 COPS6 COQ9 CRYBA4 CS CSK CSNK2A1 CTDNEP1 DCAF7 DDB1 DDX11 DDX18 DDX49 DEXI DIAPH1 DNAJC8 DRG1 DYRK2 E2F4 EBP EIF1AX EIF2S2 EIF3I EIF3M EIF6 ELK1 EML3 ENTREP3 EPAS1 ESYT1 FANCG FDXR FKBP15 GHITM GPAA1 GRB2 GRK6 GSK3A GTF2A2 GTF2F1 GTF2H3 HDAC2 HMGN4 HNRNPA2B1 HNRNPD HNRNPL IFRD2 IGSF9B IKBKG ILF2 IMMT KDM3B KHDRBS1 KHNYN KMT2D KXD1 LANCL1 LDHA LRPPRC LSM12 M6PR MAP3K11 MCM2 MCRS1 MEN1 METAP1 MFN2 MGAT1 MLEC MRPL9 MTX1 MVK NAP1L4 NDST1 NELFB NFRKB NONO NUDT1 NUDT3 NUP188 NUP62 OGDH ORC1 OTUB1 PABPN1 PARN PARP2 PCBP3 PCMT1 PDE6D PDXDC2P-NPIPB14P PFDN1 PGK1 PHB1 PHB2 PITPNM1 PKMYT1 PLIN3 PLPBP PMS2P3 POLA2 POLR2A PPIE PPIF PPP1R10 PRKAG1 PRKCSH PRKDC PRPF31 PRPF8 PRPH PSD4 PSMA1 PSMD2 PTPN9 PWP1 RAD54L RPA2 RPN1 RPRD2 RPS6KA3 RTCB RXRB SEPTIN7 SERP1 SFSWAP SMARCC1 SMARCC2 SMARCD1 SMNDC1 SNRNP200 SREBF2 SRRM1 SUMO2 SUMO4 TAFAZZIN TCEA1 TCOF1 TEX261 THOP1 TIMM17A TMED9 TSFM TXLNA USP11 USP19 USP5 VAMP3 VARS1 VDAC3 WDR18 WWOX XPO1 XPO6 XPO7 YWHAQ ZBED1 ZC3H15 ZMYM4 ZNF131 ZPR1 MORF_RRM1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_RRM1 AFG3L2 ANP32A ATP5MC3 ATP5PF ATP5PO BAZ1B BUB1 BUB3 CCT5 CENPF CHAF1A CHERP CS DLGAP5 DNAJC9 DNMT1 DUT ESD ESPL1 FEN1 FH G3BP2 GNB1 GOT2 GPN1 GTF2A2 H2AZ1 HADH HAT1 HCFC1 HDAC2 HDDC2 HNRNPA2B1 HNRNPD HNRNPM HNRNPR HNRNPU HSPE1 IARS1 IMMT KHDRBS1 KHSRP KIF11 LBR LMNB2 LRPPRC LSM2 MAPRE1 MCM2 MCM3 MCM6 MFAP1 MSH2 MTREX NAE1 NASP NDUFB3 NONO NSD2 NUDC NUDT1 PABPC4 PARP1 PMEL POM121 PPM1G PPP1CC PRKDC PTGES3 R3HDM1 RAD54L RFC4 RMND5A RRM1 RUVBL2 SAFB SLBP SMC1A SMC3 SNRNP200 SNRPA SPAG5 SRRM1 SRSF1 SSBP1 SSRP1 STMN1 TARS1 TCP1 TFDP1 TOMM70 TRA2B TUBA3C TXNL4A TYMS USP1 VDAC1 VDAC2 XPO1 XRCC5 YARS1 ZWINT MORF_RUNX1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_RUNX1 ABO ADAM20 ADCY3 ADCYAP1 AFF2 AMFR AMMECR1 AQP5 AQP7 ARFGEF2 ATP6V0A2 ATRX BCL2 BMP10 BRCA1 BRD1 C1orf216 CACNB1 CAMK2G CDK13 CDYL CHD9 CLPX COL19A1 COLGALT2 COLQ COX6A2 CRHR1 CTRL CXCR3 CYP11A1 DAPK2 DNAJC16 DPT DRC3 DTNA EP400 EPHB2 ERC1 ESR1 FIG4 FNTB FOSL1 FRYL FUT6 GJB5 GLE1 GPATCH8 GPR15 GPR19 GRIK5 GRIP2 HNF1A HOXD4 HTR4 HTR7 IL13 INPP5E IPCEF1 ITIH4 JADE3 JRK KANK2 KIAA0586 KLHL18 KLHL20 KRR1 KRT2 KRT33A KRT86 LPGAT1 LTBP4 MAGEA9 MC2R MC5R MFN1 MGA MLN MSH3 MSL3 MT4 NCKIPSD NFX1 NKRF NOS2 NPFF NR1I2 NRTN NTPCR P2RY10 PAX7 PAX9 PAXIP1 PCF11 PDE6A PHF10 PIAS2 PIGB PIGR PIK3CB PLEKHB1 POFUT2 POLR2K POP4 POU6F1 POU6F2 PRELID3A PSG1 PSMF1 PVR RBBP8 RFC5 RUNX1 RUNX2 SCAMP1 SEZ6L SLC13A2 SLC16A5 SLC22A6 SLC24A1 SLC2A1 SLC30A3 SLC33A1 SLC4A3 SMG1 SPEF1 SSTR5 SULT4A1 SYNJ2 SYT5 TACC2 TAF2 TAF5L TANC2 TBC1D22A TBX19 TLN2 TMEM11 TNFRSF25 TTI1 UBE4B UTRN WBP4 WDR62 ZBTB14 ZNF133 ZNF134 ZNF157 ZNF200 ZNF500 ZNF592 ZNF710 MORF_SART1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_SART1 ACP1 ANP32B BCL7B CCT7 CLIC1 COX4I1 DDX39B DDX49 DHX38 DRG1 EEF1D EEF2 EIF3M EIF4A1 EIF4G2 FAM168B FAU GDI2 H3-3A HDGF HNRNPA1 HNRNPC HNRNPK HNRNPUL1 HSP90AA1 HUWE1 IDH3B LSM14A MRPL23 MRPL9 NACA NCL PCBP2 PSMB1 PSMB3 PUF60 RALY RNPS1 RPL10A RPL18 RPL21 RPL24 RPL30 RPL6 RPLP2 RPS12 RPS27A RPS6 SART1 SLC25A3 SLC25A6 SRP14 STRAP SUMO2 SUMO3 TIAL1 U2AF1 UBE2I UBE2L3 UQCRFS1 USP22 YWHAZ ZC3H15 MORF_SKP1A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_SKP1A ANP32B AP2M1 AP2S1 ARF3 ATP5F1C ATP5MF ATP5PD ATP5PF ATP6AP1 ATP6V0C AZIN1 BAG5 BANF1 BCAP31 BTF3 BUD31 BZW1 CALM3 CANX CBX3 CCT2 CDC123 CFDP1 CLTA CNBP CNIH1 COA1 COIL COPB1 COPE COPS5 COX11 COX4I1 COX5A COX6A1 COX6B1 COX6C COX7A2L COX7B COX7C CSNK2B CTCF CYC1 DAP DCTN2 DDX49 DEK DNPEP DRG1 EBAG9 EEF1D EIF3C EIF3E EIF4A1 EIF4E2 EIF4H ELOC ENSA EOLA1 ETFA GABARAPL2 GDE1 GGCT GLOD4 GMFB H2AZ1 HADHB HARS2 HAT1 HDGF HGS HMGN1 HNRNPA3P1 HNRNPAB HNRNPC HNRNPUL1 HSBP1 HSP90AA1 HSPA9 ILF3 IST1 JTB KARS1 KHDRBS1 KIF2A KPNA2 KXD1 LSM3 LSS LYPLA1 MAD2L1BP MAML1 MBD4 MDH1 MORF4L2 MRPL9 MTDH MYL11 NACA NDUFA1 NDUFA2 NDUFA5 NDUFS1 NDUFS3 NDUFV1 NDUFV2 NEDD8 NONO NSDHL PARK7 PCLAF PDAP1 PDCD6 POLE3 PPM1G PPP1CA PPP1R7 PPP2R1A PPP2R2A PPP6C PRMT1 PRRC2C PSMA2 PSMA3 PSMB1 PSMB2 PSMB4 PSMC1 PSMC2 PSMC6 PSMD7 PSMD8 PSMD9 PUF60 RAB14 RAB5A RAC1 RAD21 RAD23A RAD23B RALY RAN RBMX RER1 RHEB RNF6 RPL36AL SEC13 SEM1 SEPTIN2 SET SF3B2 SKP1 SLC25A3 SMARCD2 SMG7 SNRNP200 SNRPA1 SNRPE SNRPG SNX3 SOD1 SRP14 SRP19 SRP9 SRSF3 SRSF9 SSR2 STARD7 SUMO1 SUMO2 SUMO3 SYPL1 TAF11 TBCA TIAL1 TLK1 TMBIM6 TMED2 TMEM183A TRAPPC3 TRIM28 U2AF1 UBA1 UBA2 UBAP2L UBE2L3 UBE2N UBE4A UBR5 UQCRB UQCRFS1 URM1 UTP18 VCP VPS52 VTI1B WBP2 WIPI2 YME1L1 YWHAB YWHAE YWHAZ YY1 MORF_SMC1L1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_SMC1L1 ACLY ANAPC5 ATP5PF BUB3 CBX3 CCT2 CHERP CNBP COPS5 CTCF DDX39B DEK EIF1AX EIF4H G3BP1 G3BP2 GDI2 GPN1 H2AZ1 HAT1 HDAC1 HNRNPA2B1 HNRNPA3P1 HNRNPAB HNRNPD HNRNPM HNRNPR HNRNPU ICE1 IFT25 KHDRBS1 MCM7 MSH2 MSH6 NASP NCL NDUFS3 NONO PARP1 PCNA POLE3 PRRC2C R3HDM1 RAD23A RBMX RRM1 SET SLBP SMARCA4 SMC1A SNRNP200 SRSF1 STARD7 SYNCRIP TARDBP TRA2B TRIM28 UBA2 UBE2L3 USP1 XPO1 XRCC6 MORF_SNRP70 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_SNRP70 ACP1 ADD1 ANAPC5 API5 ARPC2 ATF4 BRD8 CAPZA1 CNPPD1 CSK CTBP1 DDX17 DDX39B DDX49 DGKD DHX38 DIAPH1 DNAJC8 EFCAB14 EIF3D EIF4A2 EIF4G2 FAM168B HNRNPD HNRNPK HNRNPUL1 KXD1 LSM14A NACA NCL NXF1 PHIP PPIE PRPF8 PSMA1 PTBP1 PTP4A2 RABGGTB RBM5 RHOA RNF44 RNPS1 RPL22 RXRB SAFB SLC25A6 SNRNP70 SNW1 SRF SRP14 SRSF2 SUGP2 SUMO2 TACC1 U2AF1 UBE2I WDR1 XRCC5 ZBED1 ZFC3H1 ZFPL1 ZNF337 MORF_SOD1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_SOD1 ACLY ACOT13 ACOT7 AFG3L2 AHSA1 AIMP2 AKR7A2 ALG8 ANAPC5 ANP32B AP2M1 AP2S1 ARF3 ATIC ATOX1 ATP5F1D ATP5MC1 ATP5MC3 ATP5MF ATP5PD ATP5PF ATP5PO ATXN10 BANF1 BCAP31 BUB3 BZW1 C1QBP C6orf62 CALM3 CANX CBX3 CCNB1 CCT2 CCT3 CCT5 CCT7 CDC123 CDC23 CDK4 CFDP1 CHERP CLNS1A CNBP CNIH1 COA1 COPS5 COX4I1 COX5A COX6A1 COX6C COX7B CS CSNK2B CTDNEP1 CYC1 CYCS DAP DARS1 DCTN2 DDX1 DDX49 DEK DGUOK DHX16 DLD DOCK3 DRG1 DYNLL1 EBAG9 EEF1E1 EI24 EIF2B4 EIF3B EIF3C EIF3I EIF4E2 EIF4H ELOC ENSA ERH ETFA FAM120A FAM20B FBL FBXW11 FDPS FEN1 FIBP FUS G3BP1 G3BP2 GANAB GATD3 GGCT GLO1 GPAA1 GPN1 GSPT1 H2AZ1 HADHB HAT1 HAX1 HCCS HDAC2 HMGN1 HNRNPA2B1 HNRNPA3P1 HNRNPAB HNRNPC HNRNPU HSBP1 HSP90AA1 HSPA4 HSPA8 HSPA9 HSPD1 HSPE1 HUWE1 IFRD1 ILF2 ILF3 KARS1 KHDRBS1 KIF2A KPNA2 KXD1 LARP1 LRPPRC LSM2 LSM3 LSM4 LSS LYPLA1 MAGOH MAML1 MAP2K2 MDH1 METAP1 MFAP1 MORF4L2 MPV17 MRPL3 MRPL9 MRPS18B MSH2 MTA1 MTDH MTHFD1 MYL11 NDUFAB1 NDUFB3 NDUFC1 NDUFS1 NDUFS2 NDUFS3 NDUFS5 NDUFS8 NDUFV1 NDUFV2 NEDD8 NHP2 NME1 NONO NSDHL NUDC PARK7 PCLAF PCNA PDCD6 PDHB PGRMC1 PHB2 POLE3 POLR2I POP5 PPM1G PPP1CA PPP1R7 PPP2R1A PRDX3 PRDX4 PRKAR1A PRMT1 PRPF31 PRPS2 PSMA2 PSMA3 PSMA4 PSMB1 PSMB2 PSMB4 PSMB6 PSMB7 PSMC1 PSMD7 PSMD8 PSMD9 PTGES3 PTPN11 PUF60 RAC1 RAD21 RAD23A RAD23B RAN RARS1 RBMX RHEB RPA1 RTN4 RUVBL2 SART3 SCAMP3 SDHA SEC13 SEC61G SEM1 SET SF3B2 SKP1 SLC25A3 SLC3A2 SLC4A2 SMARCD2 SMG7 SNRNP200 SNRPA SNRPA1 SNRPE SNRPG SOD1 SPCS2 SRP9 SRSF1 SRSF9 SSB SSBP1 STARD7 STOML2 SUMO1 SYPL1 TAF11 TARDBP TARS1 TBCA TBL3 TECR TMBIM6 TMED2 TMEM106C TMEM147 TOMM70 TPGS2 TRAPPC3 TRIM28 TUFM U2AF1 UBA2 UBAP2L UBE2E1 UBE2L3 UNG UQCRB UQCRC2 UQCRH UTP18 VBP1 VDAC1 VDAC2 VPS26A XPO7 XPOT YWHAB YWHAE YWHAQ ZNRD2 ZZZ3 MORF_SP3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_SP3 ARCN1 ARPC5 ATXN2 BAG5 BZW1 C6orf62 CALM2 CANX CNBP COIL COPS5 COX7A2L DAP3 DEK DNPEP DRG1 DYNC1I2 EBAG9 EIF2B4 EIF4H FAM120A FBXW11 G3BP1 G3BP2 GMFB GPN1 GTF2H1 HNRNPA2B1 IK KHDRBS1 LYPLA1 MARCHF7 MDH1 METAP1 MTDH MYL11 NONO PARG PHF3 POGZ PPP1R7 PPP2R5E PRKAR1A PRPSAP1 PSMB4 PSMC2 PSMD7 PUM2 RAB6A RAC1 RAD21 RAD23B RBL2 RPA1 RTN4 SEM1 SERP1 SET SMNDC1 SNRNP200 SP3 SPCS2 SRP9 STARD7 SUMO1 SUMO2 SYPL1 TIAL1 TMED2 TRAPPC3 UBR5 UBXN4 URI1 UTP18 VGLL4 YWHAB YWHAQ ZNF146 ZZZ3 MORF_SS18 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_SS18 AGPAT1 ATRX B4GALT3 BAHD1 BPHL CDK13 CHD3 CLPX CNOT2 CPSF4 CSNK1D CSTF3 DDB1 DIMT1 DNAJC7 DRAP1 ENTREP1 ENTREP3 FANCG FRYL INPP5E IRF2 JRK KPNA6 LEPROTL1 MEA1 METAP1 MFN2 MRE11 MTX1 NELFB NFATC2IP NFYB NUP62 OARD1 PARN PCGF1 PDXDC1 PIGB PIGF PIK3CB PIK3R2 PLIN3 PRKAG1 PRKCSH RBBP8 RERE RPRD2 SEC31A SFSWAP SH2B1 SLC25A11 SMAD2 SS18 SSR1 TAF2 TAF9 TMEM11 TMEM94 TPR TTF2 ZBTB11 MORF_STK17A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_STK17A ABCA1 ABCB9 ABO ADAM20 ADCY3 ADCYAP1 AFF2 AMFR AMMECR1 AOC4P AQP5 AQP7 ARL3 ATP6V0A2 BAHD1 BCL2 BMP10 BNIP1 BRD1 C1orf216 CAMK2G CASP10 CCKAR CD3E CD6 CEP135 CLOCK CMA1 CNKSR1 COL19A1 COLQ COX6A2 CPZ CRHR1 CTRL CYP11A1 CYP2D6 CYP2E1 DAPK2 DGCR5 DKK4 DNAJC16 DOCK1 DPT DRC3 DTNA DTX4 ELAVL2 ENTREP1 EPHB2 ESR1 EXTL3 FIG4 FLT1 FNTB FOSL1 FUT6 GJB5 GLE1 GNPAT GPATCH8 GPR15 GRIK5 GRIP2 HNF1A HOXD4 HTR1B HTR4 HTR7 IKBKE IL13 ITIH4 ITPR2 IVL JAG1 JRK KANK2 KANK3 KAT8 KCNA5 KLHL18 KRR1 KRT33A KRT86 LTBP4 MAGEA9 MAGI1 MC2R MC5R MFN1 MSL3 MSX1 MT4 MYC MYO9B MYT1 NCKIPSD NF1 NOS2 NPFF NR2F1 NRTN NTPCR NXPE3 OPRL1 OSBP P2RY10 PAX7 PAX9 PAXIP1 PIGB PIGR PIK3C2A PIK3CB PLEKHB1 POFUT2 POLR2K POU6F1 POU6F2 PRELID3A PRKACA PVR RASSF1 RBBP8 RPS6KB2 RXRG S100A5 SCAMP1 SCAPER SDC3 SEZ6L SIM2 SIX3 SLC13A2 SLC16A5 SLC18A1 SLC22A24 SLC22A6 SLC24A1 SLC2A1 SLC30A3 SLC33A1 SLC46A3 SLC4A3 SLC6A11 SPEF1 SSTR5 STK17A SULT4A1 SYNJ2 SYT5 TBC1D22A TBX19 TBX5 TBXT TENM4 TFDP2 TMEM11 TMEM94 TMPRSS6 TNFRSF25 TNKS TUBGCP4 VKORC1 WT1 ZBTB14 ZBTB22 ZBTB40 ZKSCAN3 ZNF157 ZNF500 ZNF592 MORF_SUPT3H https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_SUPT3H ABCB1 ABCB10 ABCC8 ABO ADAM20 ADAM22 ADAMTSL3 ADGRL2 AKAP3 AMMECR1 ANXA10 AOC4P APOBEC1 AQP7 ARFGEF2 ARL3 ATF2 ATF6B ATP2B2 ATP4B ATP8B1 ATXN3 B4GALT6 BARX2 BCL2L11 BIRC5 BMP10 BRCA1 BRD4 BRINP3 BRWD1 C1orf216 C2orf27A C6 CA3 CACNA2D1 CACNB1 CADM4 CALN1 CAMK4 CAMTA1 CBLN1 CCL16 CCN6 CCR3 CD8A CDC73 CDH4 CDH8 CDKL5 CDR1 CEP162 CFH CHRNB4 CLCN3 CMKLR2 COL14A1 COL19A1 COL8A1 COLGALT2 COQ7 COX6A2 CPB2 CPEB3 CRHR1 CTRL CTSB CXCL5 CYP11A1 CYP2C19 CYP2D6 CYP2E1 DAZL DBT DDX52 DGCR5 DMD DMPK DNAJC16 DNAJC22 DRC3 DRD1 ECM2 EDIL3 ELAVL2 ENTPD3 EPHB2 ERC1 ERC2-IT1 ERCC4 EXOC4 EYA1 F2RL1 F2RL3 FAM110B FAS FBXL4 FGA FGF18 FGF2 FLRT2 FNTB FOSL1 FRY FSHR FUT1 FZD5 GABRA1 GABRB2 GCA GCM1 GHRHR GJB5 GLE1 GLRA3 GNG4 GPR15 GPR171 GPR18 GPR19 GRIK1 GUCY2C GUCY2F GYS2 H3C6 HCRTR2 HEPH HNF1A HOXB7 HOXC11 HSD3B2 HSPA1L HTR1E HTR2C IFNA1 IFNA10 IFNA14 IFNA2 IFNA8 IFNW1 IGKV7-3 IL11RA IL13RA1 IL16 IL4 IL5 IL7 IPO9 ISL1 ITGA2 ITGBL1 ITIH3 JADE3 JRKL KCNA5 KDR KLRC4 KNG1 KPNA1 KRT2 KRT33A KRT34 LDB3 LECT2 LGI1 LILRA1 LILRA4 LORICRIN LRP4 MAGEA8 MAGEA9 MAGI1 MAP2 MAP2K7 MAP3K1 MASP2 MC5R MDM2 MEOX2 MINDY2 MLLT10 MON2 MPP3 MPZL1 MSH3 MSL3 MYH2 MYT1 NEB NEDD4L NFAT5 NHEJ1 NOL4 NOS2 NOVA1 NPAS2 NPFF NR1I2 NR3C2 NTNG2 OCM OPCML OR10H3 OR2B6 OR7A5 OTC P2RY10 PART1 PAX6 PAX7 PAXIP1 PCDHB17P PCDHGB7 PCM1 PDCD1 PDE4D PDE6A PDPN PGM3 PHF10 PHLDB1 PHOX2B PKP1 PLA2R1 PLEKHB1 PLPPR4 POLR1HASP POLR2K POLR3F POU6F1 POU6F2 PPM1E PPP1R12B PPP2R5B PRKCA PSD PSG1 PTPN20 PTPRB PTPRR PVR R3HCC1L RAD51D RB1CC1 RBBP7 RBMXL1 REPS2 RGS7 RNF24 ROR2 RORB RPS6KA5 RREB1 RSC1A1 RUFY3 RUNX2 RXRG RYR1 RYR3 S100A5 SCN7A SEMA6A SERPINA4 SFRP4 SGCD SIM2 SIX6 SLC14A2 SLC15A1 SLC17A1 SLC17A3 SLC22A6 SLC26A4 SLC33A1 SLC46A3 SLC4A4 SLC4A8 SLC6A2 SMYD3 SOAT2 SOCS6 SOX11 SPA17 SPATA2 SPRR2C SRPK3 ST8SIA1 STAC STAG1 STARD5 SULT4A1 SUPT3H SYT5 TACC2 TANC2 TBX19 TBXT TENM4 TFDP2 THPO TLL1 TMEM26 TNIK TNK1 TPD52L1 TRIM24 TRIO TSHB TSPAN2 TSSK2 TTN TTTY1 UBE4B ULK2 USP46 VIP VSTM4 WBP4 ZBTB14 ZBTB40 ZNF132 ZNF134 ZNF141 ZNF157 ZNF202 ZNF266 ZNF33B ZSCAN26 MORF_TERF1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_TERF1 ACP1 ANAPC5 ARFGAP2 ARFGEF1 ARIH2 ATXN2L BRD8 CAPZA1 CS CTDNEP1 DDX39B DDX49 DHX38 DNAJC8 EIF1AX EIF4A2 EPRS1 FOXJ3 FUS GAK GNB1 GPAA1 HNRNPD HNRNPK HNRNPR HNRNPU HNRNPUL1 ILF2 KHDRBS1 KRIT1 KXD1 LRPPRC NAP1L4 NONO PABPN1 PDXDC2P-NPIPB14P POLR2A POLR2C POM121 PRPF8 PTP4A2 PUM1 PUM2 RAD23A RBM6 RNF44 RNPS1 SAFB SDR39U1 SEPTIN7 SERP1 SMARCC2 SMNDC1 SNRNP200 SRRM1 STARD7 STK24 SUMO2 TAX1BP1 TCEA1 TERF1 TIAL1 U2AF1 XPO1 XPO7 XRCC5 YWHAQ MORF_TERF2IP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_TERF2IP AATF AGPAT1 ALDH4A1 ARFGAP2 ATXN2L B4GALT3 BECN1 BRD3 BRD8 CALM2 CANX CAPZB CHD8 CLSTN1 CNBP CNOT1 CNOT2 CNOT4 CNP CNPPD1 COPS6 COX7A2L CPSF4 CSNK1D CUX1 DDB1 DEK DENND4A DHX38 DNAJC8 DNPEP DRG1 DRG2 DYRK2 EAPP EIF4A2 EIF4H FBXO7 FOXJ3 GNB5 GPAA1 H3-3A HNRNPH2 HNRNPH3 HNRNPK HTATSF1 IK ILF2 IST1 KBTBD2 KDM3B KHDRBS1 KRAS MARCHF7 METAP1 MFN2 MKRN1 MORC3 NACA NAP1L4 NELFB NFATC2IP NFYB NUBP1 NUDT3 OARD1 OTUB1 PARN PHB1 PLIN3 POLR2A PPP2CA PRKAG1 PRKCSH PRKRA PWP1 RAB11A RAB1A RABAC1 RAF1 ROCK1 RPRD2 RPS27A RTCB SDR39U1 SEC61B SEPTIN7 SFSWAP SH2B1 SLC25A36 SLC9A1 SMAD2 SMARCC2 SMC5 SMNDC1 SNRNP200 SRRT STK19 STK38 SUMO2 TAF9 TBCC TERF2IP TFAP4 TIAL1 TOR1AIP1 TP53BP1 TPR UBE2D3 UBN1 WWOX XPO6 YWHAQ ZC3H15 ZFTRAF1 ZNHIT3 MORF_TFDP2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_TFDP2 ABCB10 ABCB9 ABCC8 ABO ADCY3 AMMECR1 AMOT AOC4P AQP5 AQP7 ARL3 ART1 ASB4 ATF2 ATF7 ATP6V0A2 ATP6V1B1 ATP8B1 ATXN3 BARX2 BCL2 BCL2L11 BMP10 BNIP1 BRCA1 BRD1 C1orf216 CACNB1 CADM4 CAMK2G CAMK4 CASP10 CCKAR CD6 CDC73 CDYL CEACAM4 CELA2B CFH CNKSR1 COL19A1 COLGALT2 COQ7 COX6A2 CPB2 CRHR1 CTRL CYP11A1 CYP2D6 CYP2E1 CYP4F2 DBT DGCR5 DNAJC16 DOCK1 DPT DRC3 ECE1 ELAVL2 EN2 EPHB2 ERC1 ERC2-IT1 ERCC4 ESR1 EXTL3 FAS FGF18 FIG4 FLT1 FNTB FOSL1 FRY FRYL FSHR FUT6 GH1 GJB5 GLE1 GNPAT GPATCH8 GPLD1 GPR18 GPR19 GPR3 GRIK5 GRIP2 GTSE1 GYPA H3C6 HCRT HIC2 HNF1A HOXD13 HOXD4 HTR7 IDS IFT27 IGKV7-3 IL11RA IL13 IL16 IQCK IRF2 IRS2 ITIH3 IVL JRK KANK3 KHK KLHL18 KNG1 KRR1 KRT2 KRT33A KRT86 LCOR LTBP4 LY9 MAGEA9 MAPT MC5R MDM2 MFN1 MLLT10 MON2 MSH3 MSL3 MSX1 MT4 MYOZ3 NEUROD2 NF1 NFAT5 NOS2 NPFF NR1I2 NR2C1 NRP2 NRTN NTNG2 NXPE3 OPLAH OPRL1 OSBP P2RY10 PAX9 PAXIP1 PDE4D PGM3 PHF10 PIAS2 PIGR PIK3C2A PIK3CB PITPNA PLEKHB1 POFUT2 POLR2K POLR3D POU6F1 POU6F2 PPP1R1A PPP2R5B PRELID3A PRIM2 PRKACA PSG1 PSMF1 PTBP3 PTEN PTPRB PVR RAD51D RAP2C RB1CC1 RPS6KA5 RREB1 RUNX2 RXRG S100A5 SCAPER SERPINA4 SGPL1 SIM2 SKI SLC16A5 SLC18A1 SLC22A6 SLC2A1 SLC33A1 SLC4A3 SLC4A8 SLC6A11 SMYD5 SP140 SPA17 STK17A SULT2B1 SULT4A1 SUPT3H SURF2 SYT5 TANC2 TBC1D22A TBX19 TBX5 TFDP2 TIE1 TMEM11 TMEM26 TPD52 TRIM24 TSSK2 USP20 WBP4 WIPF2 WT1 YAF2 ZBTB22 ZBTB33 ZBTB40 ZNF134 ZNF141 ZNF157 ZNF266 ZNF33B ZNF500 ZNF592 ZP2 MORF_THPO https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_THPO ABCB1 ABCB10 ABO ADAMTSL3 ADGRL2 AOC4P APOBEC1 ATF2 ATP10B ATP4B ATXN3 B4GALT6 BRINP3 CADM4 CALN1 CAMK4 CAMTA1 CDC73 CDH8 CDR1 CEP162 CLCN4 COL14A1 COL19A1 COL8A1 CPB2 CRHR1 CXCL5 CYP2E1 DBT DMD DNAJC22 DOCK3 DRD1 EDIL3 EHHADH ERC2-IT1 EXOC4 EYA1 FAM110B FBXL4 FLRT2 FSHR FUT1 FZD5 GCA GCM1 GLRA3 GNG4 GPR171 GPR18 GUCY2C GUCY2F GYPA H3C6 HCRTR2 HNF1A HSD3B2 HSPA1L HTR1E IFNA1 IFNA10 IFNW1 IL4 IL7 IPO9 ISL1 ITGBL1 ITIH3 JADE3 JRKL KLHL23 KLRC4 KRT2 KRT34 LDB3 LGI1 LILRA1 MAGEA8 MAGEA9 MAP3K1 MLLT10 MON2 MYH2 NHEJ1 NPFF NR3C2 NTNG2 OR10H3 OR2B6 PART1 PCDHB17P PCM1 PDE6A PGM3 PHOX2B PLPPR4 POLR1HASP PPM1E PRKCA PSG1 PTPRB RAD51D RB1CC1 RORB RREB1 RYR3 SERPINA4 SIX6 SLC15A1 SLC17A1 SLC4A8 SLC6A2 SMYD3 SOAT2 SPA17 SUPT3H TBX19 THPO TLL1 TNK1 TPD52L1 TTTY1 ZBTB14 ZNF132 ZNF141 ZNF157 ZSCAN26 MORF_THRA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_THRA ABCA1 ABO ADCYAP1 AKAP3 ATP2B2 ATP8A2 CAMK4 CCIN CLOCK COLGALT2 CRHR1 CSRP3 CYP11A1 DRC3 ELL2 ENOX2 GLE1 HTR1E IL4 KRT1 KRT86 MAGEA9 MYH2 NCKIPSD OR2B6 PAX7 PLEKHB1 PLXNA3 PRELID3A PSD PSG1 PTPRS RALYL RPH3A RSC1A1 SCAPER SLC13A2 SLC16A5 SLC17A1 SLC17A7 SLC2A1 SRPK3 STXBP5L SULT4A1 SYT5 TACC2 TBXT THRA TNFRSF25 TRIO TSPYL1 ZNF157 ZNF202 ZNF330 MORF_TNFRSF25 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_TNFRSF25 AANAT ABCA1 ABCB9 ABO ADAMTSL2 ADCY3 ADCYAP1 ADRA1B AFF2 AKAP3 AMFR AMMECR1 AQP5 AQP7 ARFGEF2 ARHGEF12 ARL3 ARNT ARSL ATP10B ATP2B2 ATP6V0A2 ATP8A2 ATRX BAHD1 BARX2 BCL2 BMP10 BNIP1 BRD1 BTD C1orf216 CALCOCO1 CAMK2G CBARP CCKAR CD3E CD6 CD8B CDK5R1 CEP135 CLOCK CLPX CMA1 CNKSR1 CNTN2 COLQ COX6A2 CPZ CRCP CRHR1 CRYAA CTRL CYP11A1 CYP19A1 CYP2A6 CYP2D6 CYP2E1 DAPK2 DDX11 DEPDC5 DGCR5 DKK4 DNAJC16 DOK1 DPT DRC3 ECE2 EFNA2 EIF5B ELAVL2 ELL2 EML3 ENTREP1 ESR1 ETV3 EXTL3 F7 FAT2 FDXR FLT1 FNTB FOSL1 FRYL FSHB FUT6 GGT5 GJB5 GLE1 GNPAT GPATCH8 GPR15 GPR19 GREM1 GRIK5 GRIP2 GRK4 GSTM5 HABP4 HAUS5 HCRT HMHB1 HNF1A HOXD4 HSPB2 HTR1B HTR4 HTR7 IKBKE IL13 IMPA1 IPCEF1 IRF2 ITIH4 ITPKB ITPR2 IVL JAG1 JAK3 JRK KANK2 KAT8 KAZN KLHL18 KRT1 KRT33A KRT33B KRT86 KYAT1 LBP LDLRAD4 LINC00837 LINC00928 LMO1 LPGAT1 LSM12 LTBP4 LTK MAGEA9 MC2R MC5R MDM2 MFN1 MLN MMACHC MOK MPP2 MPZL2 MSL3 MSX1 MT4 MUSK MYC MYH2 MYO9B MYOZ3 MYT1 NCKIPSD NEURL1 NF1 NFIC NFRKB NFX1 NGFR NOS2 NRTN NTPCR NXPE3 P2RY10 PARVB PAX7 PAX8 PAX9 PAXIP1 PCBP3 PCGF1 PHF10 PIAS2 PIGB PIGR PIK3CB PLEKHB1 PLXNA3 PML POLR2K POU6F1 POU6F2 PPIL2 PRELID3A PRKACA PRSS16 PSD PSG1 PTH1R PTPRS PVR RALYL RASSF1 RBBP8 RFC5 RHBDL1 RIMS2 RPH3A RPS6KB2 RUNX1 SCAPER SDC3 SEZ6L SIX3 SLC12A4 SLC13A2 SLC16A5 SLC17A7 SLC18A1 SLC22A24 SLC22A6 SLC24A1 SLC2A1 SLC30A1 SLC30A3 SLC46A3 SLC4A3 SLC5A2 SLC6A9 SNRNP27 SOCS6 SPEF1 SPTB SRPK3 SRSF8 SSTR5 STK17A SULT4A1 SYNJ2 SYT5 TACC2 TAF12 TBC1D22A TBX1 TBX19 TBX5 TBXT TENM4 TGOLN2 THRA TLN2 TM4SF5 TMEM11 TMEM94 TNFRSF25 TNP1 TRIM66 TSPYL1 TUBGCP4 UBE4B UGT2B15 VKORC1 WDR62 WT1 ZBTB40 ZKSCAN3 ZNF157 ZNF330 ZNF500 ZNF592 ZNF710 MORF_TNFRSF6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_TNFRSF6 ABCB10 ABCC8 ABO ADAM20 ADAMTSL3 AMMECR1 AOC4P APOBEC1 AQP7 ARL3 ASB4 ATF2 ATP4B ATP8B1 ATXN3 B4GALT6 BCL2L11 BMP10 BRD4 CACNA2D1 CADM4 CALN1 CAMK4 CCL16 CCR3 CD8A CDC73 CELA2B CEP162 CFH COL19A1 COL8A1 COLGALT2 COQ7 COX6A2 CPB2 CRHR1 CXCL5 CYP2D6 CYP2E1 DBT DMD DRC3 EDIL3 ELAVL2 EPHB2 ERC2-IT1 ERCC4 EXOC4 F2RL3 FAM13A FAS FBXL4 FGF18 FGF2 FLRT2 FNTB FOSL1 FSHR FUT1 FZD5 GCA GCM1 GJB5 GLRA3 GNG4 GPR171 GPR18 GPR19 GRIK1 GUCY2F H3C6 HCRTR2 HNF1A HTR1E IFNA10 IGKV7-3 IL11RA IL16 IL5 IPO9 ITIH3 JRKL KDR KLRC4 KRR1 KRT2 KRT34 LDB3 LECT2 LGI1 LORICRIN MAGEA8 MAGEA9 MAP2 MC5R MDM2 MLLT10 MSL3 NHEJ1 NOS2 NPFF NR1I2 NR3C2 NTNG2 OCM OPCML OR2B6 P2RY10 PART1 PCM1 PDE6A PGM3 PHF10 PHLDB1 PHOX2B PLPPR4 POLR1HASP POU6F1 PPM1E PSG1 PTPRB PVR R3HCC1L RAD51D RB1CC1 RORB RPS6KA5 RREB1 RUNX2 RXRG S100A5 SERPINA4 SGPL1 SIM2 SLC15A1 SLC22A6 SLC26A4 SLC33A1 SLC4A8 SLC6A2 SOAT2 SPA17 SPATA2 STAC SULT4A1 SUPT3H TANC2 TBX19 TBXT TENM4 TFDP2 TMEM26 TPD52 TSSK2 TTTY1 VSTM4 WBP4 ZBTB14 ZBTB40 ZNF134 ZNF141 ZNF157 ZNF200 ZNF202 ZNF266 ZSCAN26 MORF_TPR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_TPR AGPAT1 ATG9A ATRX B4GALT3 BAG1 BAHD1 BECN1 BPHL BRD3 BTD CDK13 CDK8 CDYL CETN3 CHD3 CHD8 CLPX CNOT2 CPSF4 CSNK1D CSNK1G2 CSTF3 CUL4B DDB1 DDX11 DENND4A DHRS1 DIMT1 DNAJC13 DRAP1 EML3 ENTREP3 ERCC2 EXTL3 FAF2 FANCG FANCI FDXR FOXK2 FRYL GFUS GGPS1 GPATCH8 GSK3B HTATSF1 HUWE1 IGBP1 IK ILF2 ILVBL INPP5E IRF2 JRK KDM3B KDM5C KIAA0586 KLHDC10 KPNA6 MEA1 METAP1 MFN2 MIA2 MPST MR1 MRE11 MRPL28 MTX1 MYCBP NCOA6 NELFB NFATC2IP NFRKB NFYB NKRF NMT1 NSL1 NUBP1 NUP62 NUP88 OARD1 OSR1 OTUB1 PARN PCGF1 PCGF2 PDCD10 PDXDC1 PHB1 PIGF PIK3R2 PLIN3 PPP1R11 PPP1R3D PPP2R5E PRKAG1 PRKCSH PRPF4 PSMB6 PWP1 RAB11A RAB1A RABAC1 RABGGTA RAF1 RALB REV3L RING1 ROCK1 RPRD2 SDR39U1 SEC23IP SEC31A SFSWAP SH2B1 SLC25A11 SMAD2 SNX4 SRRT SS18 SSR1 STK38 STXBP3 SULT1A1 TAF2 TAF9 TBCE TBPL1 TERF2IP TFAP4 TMEM11 TMEM94 TOR1AIP1 TPR TTF2 TTI1 TTLL5 TUBGCP2 UBE2A UFD1 WWOX XPC XPO6 ZBTB22 ZFTRAF1 ZNF592 ZNHIT1 ZNHIT3 MORF_TPT1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_TPT1 ACTB ACTG1 ARAF B2M BTF3 CFL1 COX7C EEF1A1 EEF1B2 EEF1G EEF2 EIF4A2 EIF4G2 FAU GPR161 H3-3A HNRNPK JUND LYPLA2 MYL6 NACA NPM1 OAZ1 PABPC1 PCBP2 PGK1 PPIA PTMA RACK1 RBM3 RHOA RPL10 RPL10A RPL11 RPL12 RPL13 RPL13A RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL23 RPL23A RPL24 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL36A RPL37 RPL38 RPL4 RPL5 RPL6 RPL7 RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15A RPS16 RPS17 RPS18 RPS19 RPS20 RPS23 RPS24 RPS25 RPS27 RPS27A RPS29 RPS3 RPS3A RPS4X RPS5 RPS6 RPS7 RPS8 RPS9 SLC25A6 SRP14 SUMO2 TPT1 TUBA1B UBB UBC YBX1 ZFPL1 MORF_TTN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_TTN ABCB1 ABCB10 ADAMTSL3 CADM4 CDC73 CLCN3 COL14A1 COL8A1 CXCL5 DBT FBXL4 FSHR GCA GJB5 GLRA3 GPR171 GUCY2F HSD3B2 IFNA1 IFNA10 IFNA8 IGKV7-3 JADE3 JRKL KRT2 KRT34 MAGEA8 MAP2 MLLT10 NR1I2 NTNG2 PGM3 PHOX2B POLR1HASP PTPRB R3HCC1L RAD51D RORB RPS6KA5 RREB1 SERPINA4 SPA17 SUPT3H TMEM26 TSSK2 TTN ZBTB40 ZNF141 ZNF266 ZSCAN26 MORF_UBE2A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_UBE2A ARCN1 ARF5 ARPC5 ATP6V1F ATXN2 CALM2 CANX CAPZB CUL4B DDB1 DNAJC13 DNPEP FBXW11 HTATSF1 ILVBL LASP1 MEA1 METAP1 MRPL28 MYL11 NUBP1 OARD1 PARN PDCD10 PEX11B PPP1R11 PPP1R7 PRKAG1 PRKAR1A PRPSAP1 PSMB6 PSMD10 RAB11A RAB1A RAC1 RASA1 RETREG3 RPRD2 SARS1 SEC22B SMAD2 TBCB TPR UBA1 UBE2A UFD1 VGLL4 XPC ZNHIT1 ZZZ3 MORF_UBE2I https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_UBE2I AATF ACP1 ACTG1 ANAPC5 ANP32B AP2M1 ARFGAP2 ARPC3 ATF4 ATP5F1A ATP5MC1 ATP6V1F ATXN10 BAG6 BANF1 BCL7B BRD2 BRD8 BTF3 CALM2 CANX CBX3 CCT2 CCT7 CDV3 CFL1 CHD4 CLIC1 CNBP CNPPD1 COPS6 COX4I1 COX5B COX6A1 COX6B1 COX7A2L COX7C COX8A CS CSK CTBP1 CTDNEP1 CYC1 DAP3 DAZAP2 DDX39B DDX49 DEK DHX38 DNAJC8 DRG1 EBP EEF1D EEF1G EEF2 EIF1AX EIF3D EIF3H EIF3I EIF3K EIF3M EIF4A1 EIF4A2 EIF4G2 EIF4H EIF6 ERH FAM168B FAU FBL FOXJ3 FUS GANAB GDI2 GNAS GNB2 GPAA1 H2AZ2 H3-3A HDGF HGS HINT1 HMGN1 HNRNPA1 HNRNPA2B1 HNRNPAB HNRNPC HNRNPD HNRNPK HNRNPM HNRNPUL1 HPRT1 HSP90AA1 HSP90AB1 HSPD1 HUWE1 IDH3B IFT25 IK ILF2 ILF3 IST1 JTB KARS1 KHDRBS1 KXD1 LDHA LSM14A LSM7 LYPLA2 MRPL23 MRPL9 NACA NAP1L1 NAP1L4 NCL NDUFS3 NGDN NME2 NONO NPM1 NUDT1 NUP188 OAZ1 OTUB1 OXA1L PABPC1 PARK7 PCBP2 PCMT1 PDAP1 PGK1 PHB2 POLE3 POLR2A POLR2I PPIA PPP2CA PPP2R1A PRPF8 PSMB1 PSMB3 PSMB7 PSMD8 PTBP1 PTMA PTP4A2 PUF60 PUM1 RAB8A RACK1 RAF1 RALY RAN RBM3 RBMX RHOA RNPS1 RPL10A RPL11 RPL13 RPL14 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL24 RPL27 RPL30 RPL31 RPL34 RPL5 RPL6 RPL7 RPL9 RPLP2 RPS11 RPS12 RPS13 RPS19 RPS24 RPS25 RPS27A RPS3A RPS5 RPS6 RPS7 SART1 SDR39U1 SEC61B SENP3 SET SLC25A3 SLC25A6 SNRNP200 SNRNP70 SNRPB SNRPB2 SNRPE SRP14 SRSF2 SRSF3 SRSF9 SSR2 STARD7 STRAP SUMO2 SUMO3 TARDBP TBCB TEX261 TIAL1 TOP1 TRIM28 TUBA1B TUFM U2AF1 UBA1 UBA2 UBB UBC UBE2I UBE2L3 UBN1 UQCRFS1 UQCRH USP22 XPO1 XRCC5 XRCC6 YBX1 YWHAQ YWHAZ ZC3H15 ZFPL1 ZNF384 MORF_UBE2N https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_UBE2N ACP1 ANAPC5 ATP5MC3 ATP5PF ATP5PO ATXN10 BUB3 CALM3 CBX3 CCT2 CDC123 CHD4 CHERP CTCF CYCS DDX19A DDX19B DDX21 DDX39B DDX49 DHX15 DKC1 DNAJC9 DR1 EDC4 EIF1AX EIF4H FUS H2AZ1 HAT1 HCCS HDAC1 HNRNPA3P1 HNRNPAB HNRNPD HNRNPM HNRNPR HSPA9 IFRD1 ILF3 KHDRBS1 KIF2A KXD1 MAGOH MAPRE1 MRPL9 MTDH NDUFS3 NDUFV1 NDUFV2 NONO PARK7 PDIA6 POLE3 POM121 PPM1G PRPS2 PRRC2C PTGES3 PTPN11 RAD23A RO60 SDHB SET SF3A1 SF3B2 SKP1 SLBP SLC25A3 SMC3 SNRNP200 SNRPA1 SNRPE SRRM1 SRSF1 SRSF3 SRSF9 STARD7 SUMO1 TAF11 TARDBP TATDN2 TLK1 TRA2B TRIM28 TUFM U2AF1 UBA2 UBAP2L UBE2L3 UBE2N UQCRFS1 VBP1 VDAC2 WDR43 MORF_UNG https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_UNG AHSA1 AIMP2 ALG8 ATIC ATP5MC3 ATP5PF BANF1 BAZ1B C1QBP CCT2 CCT3 CCT5 CDC23 CDK4 COPS5 CYCS DDX1 DOCK3 EIF3B EIF4G1 FEN1 G3BP1 GSPT1 H2AZ1 HAT1 HCCS HDAC2 HNRNPA2B1 HNRNPA3P1 HNRNPAB HNRNPU HSPA9 HSPE1 ICE1 KARS1 KPNA2 MAGOH MFAP1 MRPL19 MRPL3 MRPS18B MSH2 MTHFD1 NAA10 NDUFAB1 NDUFS3 NHP2 NSDHL NUDC PCLAF PCNA PDCD6 POLE3 POLR2I POP5 PPM1G PRMT1 PSMB2 PSMD7 RAD23B RBM14 RFC4 RPA1 SEM1 SET SNRPA1 SOD1 SRSF1 SSBP1 TMEM106C TRIM28 TUFM UNG UTP18 VBP1 VDAC1 MORF_USP5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_USP5 AATF AFG3L2 AGPAT1 BMS1 CALM2 CNP CS CTDNEP1 DDB1 DNAJC8 DRG1 EBP EIF6 ELK1 ENTREP3 ESYT1 GNL2 GPAA1 HTATSF1 ILF2 ILVBL KXD1 MEA1 METAP1 MFN2 MRPL28 MTX1 NAP1L4 NELFB NUP188 OTUB1 PARN PHB1 POLR2A PPP1R11 PRKAG1 PSMB6 PSMD2 PSMD3 PWP1 RING1 RPA2 RTCB SNU13 STARD7 TFAP4 TOMM34 TXLNA USP5 WDR18 XPO6 ZPR1 MORF_WNT1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_WNT1 ADAM7 AKR1D1 ANGPTL7 AP4E1 ART3 ASTN1 ATP2A1 ATRNL1 AVP AVPR1A BAAT BHMT BMPER BNC1 BRDT C1orf21 CA5A CBLIF CD3G CDKN2B CHRNA1 COX10 CRYBB3 CST5 CTRB1 CUL3 CYP1A2 CYP4F11 DDN DMP1 DOC2A DSC1 EIF2B1 EPHA7 FOXH1 FOXN2 FSTL4 GABRA6 GK2 GPR176 GRM8 HCG4 HIPK2 HOXD9 IFNA4 IL18RAP IRGC KCNH1 KIF1A KRT37 LCAT LCT LRRTM2 MAP3K14 MATN4 MBL1P MLLT3 MPHOSPH8 MTRF1L MYBPH MYCNOS MYH7 NACAD NEU3 NLE1 NMBR NPY5R NTN3 ODF2 OPHN1 OPN1SW OPRPN PDE6C PDE9A PHKG2 PRM2 PRORP PTGDR2 RAB3A RASGRF1 RBM17 RFPL1S RFX1 RPGRIP1 RPGRIP1L SAA4 SCN5A SEC14L2 SERPINC1 SLITRK2 SOX3 SPAG8 SYT11 TCF15 TEKT2 TNFSF11 TNNT2 TRPC3 VIPR2 VPS41 WNT1 XPNPEP2 ZFY ZNF154 ZNF208 ZNF239 ZNF264 MORF_XPC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_XPC ARCN1 ARF5 ARPC4 ATP5MF ATP6V1F BLCAP CANX CAPZB CLN3 CNBP COIL COPS5 COPS6 COX5A COX7A2L CUX1 DDB2 DNPEP DPM1 DRG1 EIF2B2 FAF2 GATD3 GLG1 HADHB HTATSF1 HUWE1 IK ILVBL METAP1 NUBP1 OTUB1 PDAP1 PEX11B POR PPP1R7 PRKAR1A PRPSAP1 PSMB4 PSMC2 RAB11A RAB1A RAC1 RAD23B RAF1 SARS1 SDHA SNW1 TIAL1 TOR1A TPR UBA1 UBE2A UBR5 URI1 VGLL4 WIPI2 XPC YWHAB ZNHIT1 ZZZ3 MORF_XRCC5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_XRCC5 AATF ACLY ACP1 ACTR2 ADD1 AFG3L2 AHSA1 AKR7A2 ANAPC5 ANP32A AP3D1 API5 ARIH2 ARPC3 ATP5MC1 ATP5MC3 ATP5PO ATXN10 BAG6 BAZ1B BRD8 BUB3 CALM2 CAMKK2 CAP1 CAPZA1 CBFB CCT2 CCT7 CDC16 CDK2 CHAF1A CLPP COQ9 COX5B CS CSK CTBP1 CTDNEP1 DAP3 DCTD DDX19A DDX19B DDX39B DDX49 DEK DHX9 DIAPH1 DKC1 DNAJC11 DNAJC8 DNAJC9 DNMT1 DOCK3 DUT DYNLL1 EIF1AX EIF3D EIF3H EIF3I EIF3M EIF4EBP2 EPRS1 ESD FAM168B FH FIBP FUS G3BP2 GANAB GNB1 GNG5 GPAA1 GPN1 GTF2A2 H2AZ1 H2AZ2 HADH HADHB HAX1 HCFC1 HDAC1 HDAC2 HDDC2 HMGB1 HNRNPA2B1 HNRNPAB HNRNPC HNRNPD HNRNPM HNRNPR HNRNPU HNRNPUL1 IARS1 ICE1 IDH3B IFRD1 ILF2 IMMT IMPDH1 JTB KHDRBS1 KXD1 LBR LRPPRC LSM2 LSM7 LYPLA1 MAPRE1 MCFD2 MCM2 MCM6 MDH1 MGRN1 MLEC MPHOSPH9 MTREX NAE1 NAP1L4 NARS1 NCL NDUFA7 NDUFS2 NDUFS4 NDUFS5 NDUFV1 NONO NRDC NSA2 NSD2 NUDC NUDT1 NUP188 PABPC4 PABPN1 PAPSS1 PARK7 PCMT1 PDHB PDIA6 PHB2 PIN1 POLA2 POLR2A POM121 PPIE PPM1G PPP1CC PRKDC PRPF31 PRPF40A PRPF8 PRPS2 PSMA1 PSMB7 PTBP1 PTDSS1 PTGES3 PTPRA PUM2 R3HDM1 RAD23A RNF44 RNPEP RNPS1 RO60 RPIA RPN1 RRM1 RUVBL2 SAFB SDHB SEPTIN7 SET SLBP SLC25A3 SLC35E2A SMARCC1 SMARCC2 SNRNP200 SNRNP70 SNRPA SNRPE SREBF2 SRP14 SRRM1 SRSF1 SRSF2 SRSF9 SSB SSBP1 SSRP1 STARD7 STK24 STMN1 SUMO2 TARDBP TCEA1 TCERG1 TCP1 TERF1 THOP1 TIAL1 TIMM17A TM9SF2 TMEM123 TOMM20 TOMM70 TRA2B TRAPPC3 TREX2 TRRAP TUBA3C TUFM TXLNA TXNL4A TYMS U2AF1 UBE2D2 UBE2I UBE2L3 UPF3A UQCRH USP1 VDAC2 VDAC3 WDR1 WDR18 XPO1 XPO7 XRCC5 XRCC6 YARS1 YWHAQ ZPR1 MORF_ZNF10 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORF_ZNF10 AKAP5 AKR1D1 ANGPTL7 AP4E1 ART3 ASTN1 ATRNL1 BAAT BCLAF3 CASQ2 CHRNA3 COCH CRISP1 CUL3 DCAF4 DCC DFFB DIO1 DMP1 DZIP1 GK2 GRM8 HCG4 HDAC9 IFNA4 IREB2 LCT LRRTM2 MPPED2 MTRF1L NALF2 NELL1 OPHN1 ORC4 RBM17 RFPL1S RFPL3S RPGRIP1 RPGRIP1L SMG7-AS1 SMYD2 ST8SIA4 TBC1D12 TBC1D31 TPH1 UGT2B4 VPS41 WIPF1 ZBTB25 ZNF10 ZNF154 ZNF177 ZNF264 MODULE_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_1 ABLIM1 ACD ACKR1 ACTG2 ACTN1 ADAM19 ADIPOR2 ADIRF AEBP1 AHDC1 AKAP12 AKAP17A AKR1C1 ALDH1A1 ALDH1A2 ALDH7A1 AMT ANGPTL2 ANXA1 AOC3 AOX1 APOE AQP1 AR ATF3 AUTS2 BCAM BCL6 BIRC2 BMERB1 C1QB C1S C7 CACNB3 CALD1 CALU CAP2 CAV1 CAV2 CCL15 CCL2 CCL3 CCN1 CCN5 CCND1 CCND2 CD14 CD151 CD200 CD302 CD34 CD44 CD55 CDC42EP1 CDH11 CDKN1A CDKN1C CFD CFH CFHR1 CHGA CHPF CHST15 CITED2 CLEC2B CLEC3B CNN1 CNN3 COL15A1 COL16A1 COL1A1 COL1A2 COL3A1 COL4A1 COL5A2 COL6A1 COL6A2 COL6A3 COX7A1 CPE CPQ CRIM1 CRIP1 CRYAB CSRP1 CTSK CXCL12 DAB2 DBN1 DBP DDR2 DDX21 DDX42 DENND2B DEPP1 DHRS2 DHRS3 DLK1 DPYSL3 DST DUSP2 DUSP6 ECM2 EDNRA EFNA2 EFS EGR1 EGR3 EMILIN1 EMP1 EMP2 EMP3 ENG ENPP2 EPHX1 EPS8 F13A1 FAT1 FBLN1 FBN1 FBXL7 FCGRT FGFR1 FHL2 FILIP1L FLNA FMOD FN1 FOS FOSB FOSL2 FSTL3 FUCA1 FXYD1 G0S2 GABBR1 GADD45A GADD45G GAS1 GATM GBE1 GEM GET1 GFPT2 GJA1 GMPR GNG11 GNG12 GOLGA8A GPC3 GPNMB GPX3 GSTA4 GSTM1 GYG1 HEG1 HES1 HSPB2 HSPG2 ID2B IER3 IFI16 IFI27 IFIT1 IFNGR1 IGF1 IGFBP2 IGFBP3 IGFBP4 IGFBP6 IGHG3 IGHM IL1R1 IL6 IQGAP1 IRF9 IRS1 ITGA6 ITGA7 ITGB5 ITM2A ITPR1 JADE2 JUN JUNB KCNMB1 KLF10 KLF4 KRT19 LAMB1 LAMB2 LDLR LDOC1 LGMN LHFPL2 LMNA LMO4 LMOD1 LOXL1 LPCAT1 LRP1 LTBP1 LTBP2 LUM MAF MAFF MAGI1 MAN2B1 MAN2C1 MAOB MAPRE2 MARF1 MBNL1 MDK MFAP2 MFAP4 MICAL2 MITF MSX1 MTUS1 MXRA5 MYC MYH11 MYL9 MYLK NAMPT NCALD NCAM1 NDN NECTIN2 NFE2L2 NFIL3 NID2 NOTCH3 NR2F1 NR4A1 NR4A2 NUPR1 OPTN ORM2 P4HA1 PCOLCE PDGFRA PDGFRB PDGFRL PDLIM3 PDLIM5 PDLIM7 PDPN PDZRN3 PECAM1 PEG10 PEG3 PER1 PIM1 PKD1 PLA2G2A PLAT PLEC PLSCR1 PLXND1 PNRC1 POU2F3 PPP1R12B PPP1R15A PPP4R2 PRSS23 PSMC2 PTGIS PTPN12 PTPN13 PTPRK QSOX1 RAB13 RAB31 RABGAP1 RARRES2 RASSF2 RBP1 RBPMS RFTN1 RGS2 RGS5 RHOB RHOBTB3 RNASE1 RNASE4 ROR2 RRAD RSRP1 S100A11 SCP2 SDC1 SEC11A SELE SELENOP SEMA3C SEPTIN10P1 SERPINE1 SERPINH1 SFRP1 SFXN3 SGCE SGK1 SLC23A2 SLC2A3 SLC39A6 SLC43A1 SLC6A2 SLPI SMARCA2 SMARCD3 SMTN SNCG SOD3 SOX4 SPON1 SRGN SRPX SRRM2 SRSF5 STAB1 STAR STAT3 SVIL SYNE1 TBC1D2B TCEAL4 TES TFAP2B TFRC TGFBI TGFBR2 TGFBR3 TGM2 THBS2 THY1 TIMP2 TIPARP TM4SF1 TMEM47 TNC TNFAIP3 TNFRSF10B TNFRSF13B TNXB TPM1 TPM2 TRAM2 TRIB2 TRIP6 TRO TSC2 TSPAN3 TSPAN7 TSPYL2 TYRO3 UBXN1 UGDH ULK1 VAMP5 VEGFA VWF WDR7 WFS1 WWTR1 ZBTB20 ZYX MODULE_100 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_100 AAK1 AANAT ABAT ABCA3 ABCC5 ABCC8 ABLIM1 ABLIM3 ACD ACSL1 ACSL6 ACTL6B ADH1A ADIRF AGT AHDC1 AKR1C1 ALB ALCAM ALDH1A1 ALDH1A3 ALDH4A1 ALDH7A1 AMPH AMT ANGPT1 ANK3 ANOS1 APBA2 APBB1 APC2 APLP1 APOC1 APOC4 APOD APOE AQP1 AQP4 ARC ARHGDIG ARHGEF4 ARMCX2 ARNT2 ASIC1 ATOSB ATP1B1 ATP1B2 ATP2B2 ATP6V0A1 ATP6V1D ATP6V1G2 ATP9A B4GAT1 BAIAP3 BCAS1 BCL11A BICD1 BIN1 BMERB1 BRD4 BTBD3 C1QB C3 CA11 CA12 CA2 CABP1 CACNA1A CACNA2D2 CACNB3 CACNG3 CADM1 CALB1 CALB2 CARTPT CBLN1 CBR1 CBX6 CCK CCND2 CD24 CDH11 CDH18 CDH2 CDH22 CDH4 CDK18 CDKN1A CEL CELF2 CELSR3 CEP135 CFAP410 CGA CHGA CHGB CHL1 CHN2 CHRNB1 CHST1 CHST15 CITED1 CKB CKMT1B CLDN10 CLDN5 CLEC3B CLIP3 CNP CNTNAP2 COL6A2 COL9A2 COL9A3 CORO1A CORT COX7A1 CPE CRABP1 CRMP1 CRYAB CRYM CSH2 CSPG5 CSRP2 CTSF CX3CR1 CYB5R1 DBN1 DBP DCLK1 DCX DDX17 DDX3Y DGCR2 DIRAS3 DKK4 DLG4 DLK1 DMBT1 DNAJB2 DNM1 DPP6 DPYSL3 DPYSL4 DTNB DUSP5 DUSP8 DVL1 DYNC1I1 EDA EDNRB EEF1A2 EFNA2 EFNB3 EFS ELAC2 ELAVL2 ELAVL4 ELF3 ELMO1 ENO2 ENPP2 EPAS1 EPB41L3 EPHA4 EPHX1 EPN2 EVI2A EXD2 F3 FABP7 FADS2 FAM107A FAM131A FAT1 FAT2 FBXL7 FEV FEZ1 FGB FGF9 FGFR1 FGFR2 FGFR3 FKBP1B FOLR2 FOS FOXG1 FOXO4 FRZB FXYD1 FZD7 FZR1 GABBR1 GABBR2 GABRB3 GABRG2 GAD1 GADD45G GAL GALR3 GAP43 GATM GBF1 GET1 GFPT2 GJA1 GJB1 GLRB GNAO1 GNG12 GNG4 GNG7 GPC3 GPM6A GPRASP1 GPRC5B GPX3 GRIA2 GRIK1 GRIK5 GRIN1 GSTA4 GSTM1 GUCY1B1 H2BC21 HAGH HBB HMOX1 HPR HRAS HSPA13 HSPA2 HTR4 HTRA1 IFI27 IFIT1 IGFBP2 IGFBP3 IGFBP6 INHBB INPP1 INSIG1 INSM1 IQSEC1 ITGA6 ITGA7 ITM2A ITPKA ITPR1 KAT6B KCNA5 KCNJ4 KCNK1 KCTD17 KHDRBS3 KIF21B KIF3A KIF5C KLHDC3 KLK6 KMT2A KRT4 KRT86 KYAT1 L1CAM LAMA2 LARGE1 LDB2 LDOC1 LGR5 LHX2 LIPA LMO2 LMO4 LPL LY6H LZTS3 MACIR MAGI2 MAL MAOA MAOB MAP2 MAP7 MAPK10 MAPK8IP2 MAPRE2 MAPT MAT1A MBP MDK MEF2C MEGF9 MEIS2 MLC1 MLLT11 MPP3 MT1G MTHFR MTMR9 MTSS1 MTUS1 MXD4 MYH11 MYLK MYO10 MYRF NAB2 NAP1L3 NCALD NCAM1 NCAN NEBL NECAB3 NECAP1 NEFL NEFM NEO1 NEURL1 NFYC NHERF1 NID2 NNAT NOVA1 NOVA2 NPTX1 NPY NR1D1 NR4A1 NRG2 NRGN NRXN1 NTRK2 NUPR1 OLFM1 OMG ORM2 PALM PARD6A PARM1 PAX4 PAX6 PCBP4 PCDH9 PCK1 PCP4 PCSK1 PDE2A PDE4B PDE8B PDGFRA PEG10 PENK PER1 PFKFB4 PHLDA1 PHYHIP PITPNB PKD1 PKIA PLAAT3 PLCB1 PLCH2 PLEKHB1 PLP1 PLXNA2 PLXNB1 POLR2J POMZP3 PPL PPP3CA PPP4R2 PRAME PRB4 PRKACB PRKCB PRKCZ PRPF19 PRPF6 PRSS2 PSD PSG7 PSPHP1 PTGDS PTK2B PTN PTP4A3 PTPRD PTPRN PTPRN2 PTPRO PTPRZ1 QDPR QPCT RAB11B RAB31 RAC3 RALGPS1 RASL10A RASSF2 RBMS3 RBP1 RCAN2 RELN RGS1 RGS4 RGS5 RGS7 RHBDL1 RHOB RIMS2 RIMS3 RNASE1 RND1 RND3 RNF144A ROR1 RPH3A RPS4Y1 RSBN1 RTN1 RUNDC3A RUNX1T1 RYR3 S100B SCAMP5 SCG2 SCG5 SCHIP1 SCN1B SCN2B SCO2 SCRN1 SELENOP SEPTIN5 SERPINA1 SERPINA3 SERPINI1 SETBP1 SFRP1 SGCE SH3BGR SH3GL3 SIX6 SLC17A7 SLC1A3 SLC1A6 SLC22A18AS SLC23A2 SLC2A3 SLC39A6 SLC6A3 SLIT1 SMARCD3 SNAP25 SNAP91 SNCB SNCG SNPH SNRK SOD3 SORBS2 SOX10 SOX4 SOX9 SPARCL1 SPHK2 SPOCK1 SPOCK2 SPP1 SPTBN2 SRPX SST SSTR2 ST18 ST3GAL5 ST6GALNAC4 STAT2 STK39 STMN1 STMN2 STOML1 STX1A STXBP1 SULT4A1 SV2A SV2B SYNE1 SYNGR1 SYT1 SYT5 TACC2 TAGLN3 TBC1D9 TBR1 TCEAL4 TENM4 TF TFAP2B THBS2 THBS4 THRA TIMM17B TIMP3 TLE1 TLE2 TM7SF2 TMCC2 TMEM47 TMSB15A TMX4 TNC TNF TRIM2 TRIM23 TRIM9 TRO TRPC4AP TRPM2 TSPAN7 TSPAN8 TSPYL2 TSPYL4 TUBGCP4 TUSC3 TYRO3 UBE2D1 UBL3 UBXN1 UCHL1 VCAN VGF VSNL1 WASF3 WDR7 WFDC2 WIF1 ZBTB16 ZBTB18 ZBTB20 ZIC1 ZIC2 MODULE_101 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_101 GSTA2 GSTA3 GSTA4 GSTM2 GSTM4 GSTM5 GSTP1 GSTZ1 MGST2 MGST3 MODULE_102 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_102 ADA ADK ADSL APRT CMPK1 CTPS1 DTYMK GART GMPS HPRT1 IMPDH2 MTHFD1 NME1 NME2 NME4 PAICS PRPS1 PRPS2 UMPS MODULE_103 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_103 COX4I1 COX5A COX5B COX6A1 COX6B1 COX6C COX7A1 COX7A2 COX7B COX7C COX8A SURF1 MODULE_104 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_104 AANAT ABCA1 ABCB9 ABCC8 ACR ACSL6 ACTL6B ADA ADAM20 ADGRL3 ADRA1D ADRA2C AKAP3 AKAP7 ALDOB ALOX15 AMELX AMMECR1 ANKRD26 ANPEP AOC1 APC2 AQP8 ARFGAP3 ARID1A ASIC3 ASIP ATOSB ATP4A ATP6V1G2 B3GNT3 BARX2 BMP10 BRD4 BRME1 BRMS1 CALB2 CASP2 CBL CBLN1 CCDC9 CCHCR1 CCK CCKAR CCL16 CCL7 CCNF CD33 CD3E CD4 CD82 CD86 CD8A CDA CDH1 CDH16 CDK5R2 CEACAM3 CEACAM4 CELA2B CEP135 CFAP410 CHP2 CHRNB1 CHRNB4 CHST1 CHST3 CLDN14 CLDN5 CLDN9 CNKSR1 CNTN6 COL10A1 COL19A1 COL2A1 CRCP CSH2 CSTF2 CTAG1B CTSG CXCL5 CYP27B1 CYP2A7 CYP2C19 CYP2E1 CYP2F1 DEFA1 DHRS2 DIDO1 DKK4 DMBT1 DNAH9 DNAJB12 DNALI1 DNASE1 DTNB ECE2 EDA EIF1AY EIF4EBP1 ELAVL2 EMID1 ENTPD2 EPM2A EPOR EXD2 EXOSC2 FAM131B FAM13A FANCL FAT2 FCN2 FEV FKBP6 FLT1 FMO5 FUT3 FZR1 GALNS GALR3 GAS8 GBF1 GFPT2 GHITM GIP GLE1 GNG4 GNG7 GNMT GPR17 GPR3 GREM1 GRIK5 GRK1 GRK3 GRM2 GTSE1 H3C6 H6PD HAAO HAP1 HBB HCRT HLA-DOB HMHB1 HOXB1 HOXC11 HOXD10 HOXD13 HPR HRK HSD17B1 HTR4 HTRA2 IKBKG IL3 ING1 INHBC INTS9 ISG20L2 ITIH1 IVL JAKMIP1 KCND3 KCNN1 KCNQ3 KCTD17 KIAA0586 KIF1C KIF21B KRT13 KRT2 KRT32 KRT33B KRT6A KRT85 L1CAM LCE2B LEFTY1 LILRA4 LORICRIN LRCH4 LRIT1 LY6G6C LYPD3 MACIR MAGEA4 MAGEA9 MAGEC1 MAGI1 MAPK13 MAT1A MET MLANA MLC1 MLLT1 MPO MPZ MPZL2 MSI1 MTA2 MTHFR MYCL MYEF2 MYH2 MYOG MYOZ3 NAT8 NCALD NDRG2 NECTIN1 NELFA NEMF NMB NNAT NR0B2 NR2E3 NRG2 NRXN1 NSG1 NTNG1 NTRK1 ODF1 PARD3 PAX4 PAX6 PAX7 PDCD1 PDE4A PDE4C PGAM2 PGC PHF20 PI3 PIGL PIGO PIK3IP1 PKP3 PLIN1 PNOC POM121L9P PPP3CA PPP4R2 PPP6R2 PPT2 PRB4 PRELID3A PRF1 PRG2 PROC PRSS16 PSCA PSD PSG7 PTH2R PTP4A3 PTPRN PZP QPCT RAC2 RAC3 RAD51D RANBP9 RAP2C RASL10A RBMXL2 RCE1 RCVRN RECQL5 REG1A REG1B REN REPS2 RGS9 RHBDL1 RIBC2 RIMS2 RPH3A RRH RUNDC3A S100A4 S100A5 S1PR2 S1PR4 SCGN SCN2B SCYL3 SEMA7A SERPINA4 SEZ6L SFTPC SHBG SIT1 SIX3 SIX6 SLC17A3 SLC17A7 SLC18A1 SLC22A18AS SLC22A6 SLC29A2 SLC6A2 SLC7A11 SLC7A4 SLIT3 SLPI SMAGP SNAP25 SOX10 SPART SPC25 SPINK2 SRPK3 SSTR2 SSX4 STATH SYNGR4 SYT5 SZT2 TACC2 TAGLN3 TAOK2 TBR1 TBX1 TBXT TEX28 TFAP2B THRA TMSB4Y TNFRSF10C TNFRSF10D TNFRSF13B TNFRSF21 TNFRSF6B TNNT1 TP63 TRIB1 TRIM10 TRIM15 TRPM2 TYR UCN UNC119B VAMP1 VCY WASF2 WNT10B ZBTB24 ZC3H14 ZNF143 ZNF157 ZP2 MODULE_105 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_105 ACOT7 ACTA2 ADAM9 ADARB1 AGXT AHR AIMP2 ALCAM ANXA1 ANXA8L1 ARPC1A ASNS ATF3 ATP2B1 BIRC2 BIRC5 BLM BOP1 CACNB3 CARS1 CBR1 CCL21 CCN1 CCN2 CCNA2 CCNB1 CCNF CDC34 CDH3 CDK1 CENPA CHAF1A CHKA CITED1 CITED2 CKS1B CKS2 CLIP1 CNN3 COASY COG2 COL15A1 COL18A1 COL3A1 COL4A2 COL5A2 COL6A3 COMP COX17 CRAT CRYZ CSF1R CSRP2 CTPS1 CYP1B1 DAP DDX17 DELE1 DFFA DNM2 DTYMK ELANE ELAVL1 EMG1 EMP1 ERF ERP29 EZH2 FADD FAM3C FGFR1 FOXM1 FURIN FXYD3 FZD2 GALC GART GAS1 GBE1 GCSH GGH GJA1 GOT2 GPX2 GSPT1 GTF2H1 HADHA HAGH HBEGF HELZ HSD17B10 HSPB1 HSPH1 IDI1 IGF2BP3 ILF3 ITPR3 KCNK1 KDM5C KEAP1 KNTC1 LAD1 LAMA3 LAMB1 LGALS1 LMAN2 LMO4 LPGAT1 LPIN2 LRBA LTBR LUM MAD1L1 MAD2L1 MALL MAN2B1 MAPKAPK3 MARK3 MELK MGAT1 MGMT MKI67 MKNK1 MMD MRPL12 MSH2 MSMO1 MTA1 MYBL2 NCBP2 NDUFB7 NEK2 NFYC NOLC1 NRIP1 P3H4 P4HA1 PAFAH1B3 PAICS PCBD1 PCNA PDLIM4 PDXK PFKFB4 PFKM PFKP PHB1 PIGC PLIN2 PMAIP1 PMP22 POLD2 POLR2J PPARD PPP4R1 PRDX2 PRPSAP1 PSEN1 PSMC2 PTS PUF60 PUM3 PYGL RAB4A RBP1 RGS3 RO60 RPA1 RRM1 RRM2 S100A13 SAA1 SDF2 SELENBP1 SERPINB5 SLC20A1 SNRPB2 SNX1 SNX17 SOX4 SPARC SREBF2 SRSF6 STIP1 SUPT5H TARBP2 TCF12 THBS2 THBS3 TLR1 TOPBP1 TPBG TUBG1 UBE2G1 UBXN1 UMPS VCAN WASF3 WEE1 ZNF22 MODULE_106 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_106 CYP11A1 CYP1A1 CYP1B1 CYP2B6 CYP2C18 CYP2C19 CYP2C8 CYP2C9 CYP2D6 CYP2E1 CYP2J2 CYP3A4 CYP3A7 CYP4B1 MODULE_107 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_107 ACE ACY1 ADAM8 ADAM9 AEBP1 ANPEP APOC1 BMP1 C1R C1S C2 CAPN2 CASP1 CASP4 CELA3A CFB CFI CPA3 CPB2 CPM CPN1 CTSB CTSC CTSD CTSE CTSK CTSL CTSO CTSS CTSW DPP4 ENPEP F10 F12 F2 FAP FOLH1 FURIN GZMA GZMB GZMK HP HPN HTRA1 KLK10 KLK6 LAP3 LGMN MMP1 MMP10 MMP11 MMP12 MMP13 MMP14 MMP15 MMP2 MMP3 MMP7 MMP9 MST1 NAPSA OLR1 PEPD PGC PLAT PLAU PLG PROC PROZ PRSS2 PRSS23 PRSS8 PSMB9 TIMP1 TMPRSS2 TPSAB1 UBD WFDC2 XPNPEP1 MODULE_108 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_108 ANOS1 C3AR1 C5 C5AR1 CCL11 CCL13 CCL15 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL23 CCL3 CCL4 CCL7 CCL8 CCR1 CCR2 CCR5 CX3CL1 CX3CR1 CXCL1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL14 CXCL2 CXCL5 CXCL6 CXCL8 CXCL9 CXCR2 CXCR3 CXCR4 DEFB1 DEFB4A FOSL1 FPR1 FPR2 FPR3 HRAS IL16 IL1A LECT2 NOVA1 PF4 PLAU PLAUR PLD1 PPBP RALA SERPIND1 XCL1 MODULE_109 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_109 C1R C1S C2 CELA2A CELA2B CELA3A CFB CFI CTRC CTSG ELANE F10 F11 F12 F2 GZMA GZMB GZMH GZMK GZMM HP HPN HTRA1 KLK1 KLK10 KLK2 KLK6 MST1 PLAT PLAU PLG PROC PROZ PRSS12 PRSS2 PRSS23 PRSS8 TMPRSS2 TPSAB1 MODULE_11 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_11 AAK1 AANAT ABAT ABCA1 ABCA3 ABCC5 ABCC8 ABLIM1 ABLIM3 ACSL1 ACSL6 ACTL6B ADARB1 ADGRL1 ADH1A AGT AHDC1 AKR1C1 ALB ALCAM ALDH1A1 ALDH4A1 ALDH7A1 AMPH AMT ANGPT1 ANK3 ANOS1 AP3M2 APBA2 APBB1 APC2 APLP1 APOC1 APOD APOE AQP1 AQP4 ARC ARHGDIG ARHGEF4 ARNT2 ATOSB ATP1B2 ATP2B1 ATP2B2 ATP6V0A1 ATP6V1D ATP6V1G2 ATP9A B4GAT1 BAIAP3 BCAS1 BCKDHA BCL11A BCL6 BCL9 BICD1 BIN1 BMERB1 BRD4 BSN BTBD3 C1QB CA11 CA12 CA2 CA4 CABP1 CACNA1A CACNA2D2 CACNB3 CACNG3 CADM1 CALB1 CALB2 CAPN3 CARD10 CARTPT CBLN1 CBR1 CBX6 CCK CCND1 CCND2 CD200 CD24 CD37 CDH11 CDH16 CDH2 CDH22 CDH4 CDK18 CEACAM3 CELF2 CELSR3 CEP135 CFAP410 CHGA CHGB CHL1 CHN2 CHRNB1 CHST1 CHST15 CKMT1B CLDN10 CLDN5 CLEC3B CLIP3 CNP CNTNAP2 COL9A2 COL9A3 COLGALT2 CORO1A CORT COX7A1 CPE CRABP1 CRMP1 CRYAB CRYM CSPG5 CSRP2 CTSF CUL9 CX3CR1 CXCR4 CYB561 DBN1 DBP DCLK1 DCX DDX17 DKK4 DLG4 DMBT1 DMTN DNAJB2 DNM1 DPP6 DPYSL3 DPYSL4 DTNB DUSP8 DVL1 DYNC1I1 EDA EDNRB EEF1A2 EFNA2 EFNB3 EFS EGR3 ELAC2 ELAVL2 ELAVL4 ELL2 ELMO1 ENO2 ENPP2 EPAS1 EPB41L3 EPHA4 EPHX1 EPN2 ERBB3 ETV5 EVI2A EXD2 F3 FABP7 FADS2 FAM107A FAM131A FAT1 FAT2 FBXL7 FEV FEZ1 FGB FGF9 FGFR1 FGFR2 FGFR3 FKBP1B FOS FOXG1 FOXO4 FXYD1 FZD7 FZR1 GABBR1 GABBR2 GABRB3 GABRG2 GAD1 GAD2 GALC GALR3 GAP43 GATM GBF1 GCLC GDPD5 GET1 GFAP GFPT2 GJA1 GJB1 GLRB GNAO1 GNB5 GNG4 GNG7 GPA33 GPM6A GPRASP1 GPRC5B GPX3 GRIA2 GRIK5 GRIN1 GSTA4 GSTM1 GUCY1B1 H2BC21 H4C3 HAGH HAP1 HLF HOPX HPR HRAS HSPA13 HSPA2 HTR4 IFI27 IFIT1 IGFBP2 IGSF3 INPP1 INSIG1 IQSEC1 ITGA6 ITGA7 ITM2A ITPKA ITPR1 KAT6B KCNJ4 KCNK1 KCTD17 KHDRBS3 KIF1B KIF21B KIF3A KIF5C KLHDC3 KLK6 KMT2A KRT31 KRT4 KRT86 KYAT1 L1CAM LAPTM5 LARGE1 LDB2 LDOC1 LGR5 LHX2 LIPA LMO2 LMO3 LMO4 LPL LY6H LZTS3 MACIR MAGI2 MAL MAOA MAOB MAP2 MAP7 MAPK10 MAPK8IP2 MAPK8IP3 MAPRE2 MAPT MAT1A MBP MEF2C MEGF9 MEIS2 MLC1 MLLT11 MMD MOAP1 MT1G MTHFR MTMR9 MTSS1 MTUS1 MXD4 MYH11 MYLK MYO10 MYRF NAB2 NAP1L3 NCALD NCAM1 NCAN NDN NEBL NECAB3 NECAP1 NEFL NEFM NEO1 NEURL1 NFYC NHERF1 NNAT NOVA1 NOVA2 NPTX1 NPY NR1D1 NRG2 NRGN NRXN1 NTNG1 NTRK2 NUPR1 OAZ2 OLFM1 OMG ORM2 PALM PARD6A PAX4 PAX6 PCBP4 PCDH9 PCP4 PCSK1 PDE2A PDE4B PDE8B PDGFRA PEG10 PENK PER1 PHYHIP PITPNB PKD1 PKIA PLAAT3 PLCB1 PLCH2 PLEKHB1 PLP1 PLPP2 PLXNA2 PLXNB1 POLR2J POMZP3 PPP1R1A PPP4R2 PPP6R2 PRB4 PRKACB PRKCB PRKCZ PRPF19 PRPF6 PRSS2 PSD PSG7 PSPH PSPHP1 PTGDS PTK2B PTN PTP4A3 PTPRD PTPRN PTPRN2 PTPRO PTPRZ1 QDPR RAB11B RAB31 RAC3 RALGPS1 RASL10A RASSF2 RBMS3 RBP1 RCAN2 REV3L RGS1 RGS4 RGS5 RGS7 RHBDL1 RHOB RHOD RIMS2 RIMS3 RNASE1 RND1 RNF144A RNF167 RNF41 RPH3A RREB1 RSBN1 RTN1 RUNDC3A RUNX1T1 RYR3 S100B SCAMP5 SCG2 SCG5 SCHIP1 SCN1B SCN2B SCO2 SELENOP SERPINA1 SERPINA3 SERPINI1 SETBP1 SFRP1 SGCE SGK1 SH3BGR SH3GL3 SLC17A7 SLC1A3 SLC1A6 SLC22A18AS SLC23A2 SLC2A3 SLC39A6 SLIT1 SLIT2 SMARCD3 SNAP25 SNAP91 SNCB SNCG SNPH SNRK SOD3 SORBS2 SOX10 SOX4 SOX9 SPHK2 SPOCK1 SPP1 SPTBN2 SRPX SST SSTR2 ST18 ST3GAL5 ST6GAL1 ST6GALNAC4 STAT2 STK39 STMN1 STMN2 STOML1 STX1A SULT4A1 SV2A SV2B SYNE1 SYNGR1 SYT1 SYT5 TACC2 TAGLN3 TBC1D9 TBR1 TCEAL4 TCF7 TENM4 TFAP2B THBS2 THRA TIMM17B TIMP3 TLE1 TLE2 TM7SF2 TMCC2 TMEM47 TMSB15A TMX4 TNC TNF TRIM16 TRIM2 TRIM23 TRIM9 TRO TRPC4AP TRPM2 TSPAN7 TSPAN8 TSPOAP1 TSPYL2 TSPYL4 TUBGCP4 TUSC3 TYRO3 UBE2D1 UBL3 UBXN1 VCAN VGF VSNL1 WASF3 WDR7 WIF1 ZBTB16 ZBTB18 ZBTB20 ZIC2 MODULE_110 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_110 AARS1 AIMP1 CARS1 EPRS1 GARS1 HARS1 HARS2 IARS1 KARS1 KHSRP LIG1 NARS1 QARS1 SARS1 VARS1 YARS1 MODULE_111 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_111 ACVR1B ADCYAP1 AFAP1 AIF1 APBA1 AQP7 ARHGAP4 ATF6B ATP6V1B1 AVPR1B BDH1 BGN BNIP1 CACNB1 CALB2 CCL2 CD22 CD33 CD34 CD5 CD8B CDH5 CEACAM4 CELSR2 CFAP410 CFB CHI3L2 CHRNE CLCNKA CNTN1 CRYAA CSNK2A2 CSRP3 CTF1 CXCL5 CXCL9 CYP2A6 CYP2C9 CYP2F1 DAPK1 DHRS2 DLG4 E2F1 EDEM1 EFNA3 EFNB1 ELL EZH1 FCGR2A FCGR2B FEV FGR FHL3 FLT1 FLT4 FUT3 FUT7 GATA2 GBF1 GCK GMPR GNG4 GOLGA1 GRM4 HAAO HLA-DOB HNF4A HSF4 IGHMBP2 IKBKE IL1RN IL2RG IL4R INPP5D IRF5 ITIH4 KCNJ4 KIR2DL3 KRT12 KRT2 KRT31 KRT33B KRT6A KRT86 LGALS9 LIF MEF2C MLANA MME MPP2 MPP3 MPZ MR1 MTFR1 MVK MYBPC1 MYBPC2 MYO1E NCKAP1L NELL2 NGFR NHERF2 NNAT NR1D1 NUDT1 OAS2 P2RX5 PAX6 PAX8 PBX1 PDE4A PGC PHKG1 PLGLB2 POLA2 PROC PSD PTGER3 PTPRN PTPRU PXN RAPGEF5 RASL10A RGS16 S100P SCN1B SEMA3F SLC10A1 SLC18A1 SLC30A3 SLC5A2 SLC6A9 SMPDL3B SPRR2C SPTB STAT4 STXBP1 TACR3 TAF1 TAF15 TBR1 TBXA2R TNR TUB VAV2 WAS WNT10B ZKSCAN7 ZNF132 ZNF143 ZNF157 ZNF592 ZP2 MODULE_112 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_112 A2M AADAC ACR ACSM3 ADCYAP1R1 ADH1B ADRB2 AGXT ALDH1A3 ALDH3A2 ALDH3B2 ALOX15 AMELY ANGPT1 ANK3 APLP1 APOH AQP4 ARSB ASGR2 ATP1B2 AZGP1 BAAT BRME1 C1R C1S C5 C7 CALML3 CASR CAV1 CBLN1 CCL17 CCL20 CCL4 CD163 CD22 CDH17 CDH2 CDKN1C CDKN2A CEACAM1 CEACAM5 CETP CHGA CHGB CHI3L2 CHRNB2 CLDN10 COL15A1 COL3A1 COL4A2 COL5A2 COX7A1 CP CPS1 CRHR2 CRMP1 CSF2RB CSH2 CTSK CX3CR1 CXCL2 CXCL3 CYP1B1 CYP2A7 CYP2B6 CYP2D6 CYP2J2 CYP3A7 DAO DDC DEFB1 DHRS2 DPEP1 DPP4 DPP6 DPYSL3 DVL1 EDA EFNA5 EHHADH EPAS1 EPHB1 ERCC8 ETV3 EYA2 F3 FABP4 FCGR3A FHL2 FPR1 FUT7 GABRB3 GAD1 GAP43 GAS1 GATA1 GATA2 GATM GBP1 GJB1 GLRA2 GPC3 GPNMB GPX3 GRB14 GRIK1 GRK5 GRP GSTM3 GSTM5 HMOX2 HPGD HRK IGF1 IGF2 IL3 ISL1 ITGA3 ITIH2 ITIH3 JAK3 KCNB1 KCNJ15 KIAA0040 KIR2DL4 KLF5 KLHDC3 KLRC1 KRT13 KRT4 KRT86 KRTAP5-9 KYNU LAMA3 LGALS4 LRRC32 LUM LY6D MAOB MEF2C MEOX1 MFAP5 MIR9-1HG MLC1 MMP3 MYBPC1 MYH2 MYOG NAT2 NELL1 NEO1 NEUROD1 NFKBIL1 NMU NNAT NOS1 NOVA1 NPTX1 NPY NPY1R NRG1 NTRK3 NTSR1 OLFM1 OMG P2RX1 PAH PAX5 PCP4 PDK4 PIK3CD PKIA PLCB2 PLXNB1 PMEL POU2F2 POU3F1 PPP3CA PRG4 PRKCQ PROCR PRSS8 PRTN3 PSG6 PTH1R PTPRD PTPRG PTPRO PTPRR PTPRS QPCT RAPGEF1 RBMY1A1 RBP1 RBP4 RCAN2 RCVRN RGN RGS7 RIN1 RND3 ROR1 RPS6KA2 RREB1 RXRG S100A5 S100P S1PR1 SCG2 SCN4A SCTR SDS SELENOP SERPINA6 SERPINA7 SERPING1 SFN SIM2 SLC1A3 SLC28A1 SLC34A1 SMTN SOX9 SPARCL1 SPRR1B SRPX ST6GAL1 SYT1 TCF15 TCN2 TCP10L3 TF TFPI2 TGFA TGM3 THBS1 THBS2 THRB TIMP4 TMSB15A TNC TNFRSF11B TNNT3 TNP1 TRIM29 TSPAN8 TYR TYRP1 UGT1A6 UGT2B10 UGT2B7 UGT8 UMOD VSNL1 WASF3 WFDC2 WT1-AS ZNF143 MODULE_113 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_113 ABO ALAD ALDH6A1 AMELY AMPD1 ANGPT1 APLP1 AR ASGR2 ATF6B ATP1B2 ATP2B2 CADPS CBLN1 CBS CEACAM7 CENPE CHN2 CHRNA4 CLCN4 CLUL1 CRABP1 CRMP1 CTF1 CYP2C9 CYP3A7 DLG4 DMD DNASE1L3 DPP6 DRD4 EFNB3 ELL ENPEP ETV3 FGFR3 FHL3 FLT1 FLT4 GAD1 GAGE1 GAP43 GCG GHR GLP1R GMPR GP5 GPA33 GPLD1 GPM6A HAS2 HNF4A HOXB3 HRG HRH1 HSD17B2 IL3 ITGA3 KCNB1 KCNN3 KIR2DL3 KRT76 KRT86 LEPR MAG MAOA MAP2 MIR9-1HG MMP8 MYB MYF6 NAP1L3 NOVA1 NR1D1 NR1I3 OMG OPCML PAH PCK1 PDCD2 PIK3CD PLA2G2A PRKCA PROZ PTPRO RASL10A RGR RGS7 RREB1 RRH SERPINA6 SERPINB3 SLC6A4 SMCP SPTB ST6GALNAC2 TACR3 TBR1 TBX2 THRB TIAM1 UMOD WNT2 WNT5A ZIC1 ZKSCAN7 ZNF157 MODULE_114 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_114 ABCC1 ACAA1 ACADM ADIPOR2 AIF1 ALDH9A1 ALDOA AP2S1 APMAP APRT ARHGDIA ARMT1 ARPC1B ARPC2 ARPC3 ATP5F1B ATP5IF1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MJ ATP5PF ATP5PO ATP6V0B ATP6V0E1 B2M BCAP31 BEX1 BLOC1S1 BST2 BTF3 C19orf53 CANX CAPNS1 CARD19 CBX6 CCNDBP1 CCT3 CCT8 CD63 CDC37 CDC40 CES1 CHMP2A CHPF CIAO2A CIB1 CLEC2B CLIC1 CNIH1 CNPY2 COMT COX5B COX6B1 COX6C COX7A2 COX7B COX7C CPQ CSNK2B CST7 CTSC CYBA DAD1 DAP DDX3Y DHRS7 DPP7 DPY30 DYNLL1 ECH1 ECI1 ECPAS EDRF1 EEF1A1 EEF1B2 EEF1D EEF1G EEF2 EIF1 EIF3E EIF3F EIF3G EIF3H EIF3I EIF3K EIF3M EIF4A1 EIF4B ELOB ELOC ERP29 ERRFI1 ETFB EXOSC4 EXOSC7 FABP5 FAU FDPS FKBP2 FUCA1 GAA GABARAP GABARAPL2 GADD45G GNG10 GPX1 GPX4 GRHPR GSN GTF2A2 GYG1 HIGD2A HINT1 HLA-A HLA-C HPRT1 HSBP1 HSPA8 HSPB1 IL2RG IMP3 IMPDH2 INHBB KHDRBS1 KPNA4 KRT24 LBHD1 LBR LDHA LGALS3 LRPPRC LSM3 LSM5 LYZ M6PR MACROH2A1 MAGT1 MAPKAPK3 MB MDH1 METAP1 MFSD1 MGST1 MNDA MRPL21 MRPL33 MRPS18B MRPS24 MSI1 MTPN MYL12B MYL6 NACA NAP1L1 NCL NDUFA1 NDUFA13 NDUFA4 NDUFAB1 NDUFAF7 NDUFB1 NDUFB7 NDUFS4 NDUFS5 NDUFV2 NME2 NME4 NPM1 NSA2 OAT P4HB PABPC1 PCBP1 PCNA PFDN5 PFN1 PHB2 PIH1D1 PKM PLAAT3 PLP2 PLTP PNP PPA1 PPIB PRDX1 PRDX4 PRDX6 PRELID1 PSMA2 PSMA4 PSMA6 PSMB1 PSMB4 PSMB7 PSMD10 PSMD6 PSMD8 PTMA PYGL RAB10 RAB11A RACK1 RAD23A RAMAC RB1 RBCK1 RBX1 RCN2 RHOG RNASEH2C RPE RPL10 RPL10A RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL23 RPL23A RPL24 RPL26 RPL27 RPL27A RPL28 RPL29 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36A RPL36AL RPL38 RPL39 RPL4 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPS10 RPS11 RPS13 RPS15A RPS16 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS27 RPS27A RPS27L RPS28 RPS3 RPS3A RPS4X RPS4Y1 RPS5 RPS9 RPSA RRP9 RSL24D1 RTRAF SCAND1 SDHB SEC61B SEMG2 SF3B5 SLC25A5 SNRPB SNRPB2 SNRPC SNRPD2 SNRPE SNRPG SNX6 SOD1 SPG21 SRGN SRP9 SRSF2 SRSF7 SSBP1 STAU1 STMN1 STRAP TAF7 TGIF1 TIMMDC1 TIPIN TMEM147 TMEM230 TMEM59 TMSB4X TPD52L2 TPI1 TPRKB TPT1 TRA2B TSPYL1 UBA52 UBL5 UCP2 UQCR11 UQCRB UQCRC2 UQCRFS1 UQCRH UQCRQ UXT VBP1 VDAC1 WDR83OS XPNPEP1 YME1L1 YWHAG ZFAND6 ZFP36L1 ZNF451 ZNF525 ZNF706 ZNHIT1 MODULE_115 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_115 BZW1 EEF1A1 EEF1A2 EEF1B2 EEF1D EEF1G EEF2 EIF1 EIF3B EIF3C EIF3D EIF3E EIF3F EIF3G EIF3H EIF3I EIF4A1 EIF4A2 EIF4B EIF4EBP1 EIF4EBP2 EIF4G2 EIF4H EIF5A EIF6 HSPB1 PABPC1 MODULE_116 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_116 ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5PD ATP5PF ATP5PO ATP6AP1 ATP6V0A1 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0E1 ATP6V1B2 ATP6V1D ATP6V1E1 ATP6V1F ATP6V1G1 ATP6V1H CSPG4 UCP1 UCP2 MODULE_117 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_117 AADAC ABCA6 ABCB11 ABCB4 ABCG1 ABHD3 ABHD5 ACADL ACOX2 ACRV1 ACTN2 ADAM28 ADAMDEC1 ADAMTS3 ADCY8 ADH1A ADORA1 ADTRP AFM AFP AGR2 AGRP AGT AGTR2 AKAP4 AKAP6 AKR1D1 AKR7A3 ALDH1A1 ALDH1B1 ALDH3A1 ALDH3B2 ALOX15B ALOX5AP ALPL ALX1 AMPD1 ANGEL2 ANKRD7 ANO3 ANXA3 AOAH APCS APOA1 APOB APOBEC1 APOC2 APOD APOH AQP2 AQP4 ARG1 ARHGDIB ARHGEF4 ARL4D ARSG ASPA ATP1A2 ATP2A1 ATP2A3 AURKC AVPR1A AZGP1 B3GALT5 BAAT BBOX1 BCAS2 BCKDHB BCL2A1 BDKRB1 BDNF BFSP1 BFSP2 BHMT BIK BLK BLNK BMP3 BRDT BRS3 BTK C1QB C22orf31 C4A C8A C8G CA1 CA11 CA2 CA6 CACNB2 CACNB4 CACNG1 CADM3 CADPS CALCB CAPN11 CASP5 CBR3 CCL1 CCL19 CCL20 CCL21 CCL23 CCL4 CCL8 CCR2 CCR5 CCR6 CCR8 CD101 CD180 CD1B CD24 CD247 CD27 CD36 CD3G CD5 CD52 CD68 CD79B CD80 CD93 CDH17 CDH5 CDH6 CDKN2B CDR1 CDX1 CEACAM6 CEBPE CEL CELA3A CETP CFB CFHR2 CFHR4 CGA CHD1L CHGB CHL1 CHRNA2 CHRNA7 CHRNB2 CHRNB3 CILP CKMT2 CLC CLCA2 CLCNKB CLDN10 CLDN4 CLDN8 CLEC4M CLPS CNGB1 CNMD CNN1 CNR1 CNTFR CNTN5 COL13A1 COL17A1 COL9A1 COL9A2 COL9A3 CORO1A CPA3 CPM CPVL CR1 CREB5 CRHBP CROCC CRYGA CRYGD CSF2RA CSF2RB CSN1S1 CSN2 CSTA CTAG2 CTRB1 CTRC CTSS CTSV CTSZ CXCL10 CXCL11 CXCL13 CXCL9 CXCR2 CXCR5 CXCR6 CYBB CYLC2 CYP1A1 CYP24A1 CYP26A1 CYP27A1 CYP2C8 CYP3A4 CYP3A7 CYTIP DAO DAPK1 DCT DEFA4 DES DFFB DHRS3 DIRAS3 DLEC1 DLG3 DLX5 DNAAF11 DNAH7 DSCR4 DSG2 E2F2 EFCAB11 EFNA1 EFNA4 ELANE ELOVL6 EMX2 EPB41L3 EPB42 EPHA1 EPHA7 EPHB6 EPHX2 EPPIN EPX ERBB4 ERCC6 EREG ERG ESRRG ETV1 EVI2B F11 F12 F13B F2RL3 F5 FABP1 FASLG FCER1A FCER2 FCGR1A FCGR2B FCN1 FETUB FGB FGF6 FGF7 FGFBP1 FGG FGL1 FMOD FOLR3 FOXE1 FOXJ1 FSCN2 FUT5 FXYD3 FYB1 FZD5 FZD9 G6PC1 GABRA5 GABRP GABRR1 GADD45G GAP43 GAS2 GAS8-AS1 GATA4 GATM GCG GCKR GFRA1 GIT2 GJC2 GLRA3 GLRX3 GLS2 GNLY GNRH1 GP5 GPC4 GPC5 GPR143 GPR182 GPR183 GPR65 GRAP GRB14 GRIK3 GRM3 GRM8 GSTA2 GUCY1A1 GYG2 GYS2 GZMA GZMB GZMK GZMM H2AC11 H2AC12 H2AC17 H3C10 H4C2 HBG2 HCG4 HCP5 HDC HEPH HGD HK3 HLA-DOA HNF1A HOXA2 HP HSD17B2 HSD17B6 HSPA1B HSPA6 HTN3 HUS1 HYAL1 IAPP IBSP ICA1 ICOS ID4 IFI27 IFNA5 IFNG IGF1 IGFBP2 IGSF6 IL11 IL15 IL17A IL18R1 IL24 IL2RA IL2RB IL33 INHA INHBB INSL4 INSM1 IRAG2 IRF4 IRF8 IRGC ITGA7 ITGA9 ITGAM ITK JAKMIP2 JCHAIN KALRN KCNA1 KCNA3 KCNAB2 KCNB1 KCND1 KCNE1 KCNJ15 KCNK2 KCNN4 KCNQ2 KCNS1 KCNV2 KHK KIAA0087 KIAA0319 KIF1A KIR2DL3 KIR2DL4 KIR3DL1 KLK1 KLK11 KLRA1P KMO KNG1 KRT5 KRT81 KRT9 KRTAP5-9 KYNU LAD1 LAG3 LALBA LAMC2 LAMP3 LCN1 LCP2 LEF1 LEPR LGALS2 LGALS4 LGALS7 LILRA1 LILRB3 LILRB4 LIN7A LINC01565 LIPC LMO2 LMX1B LPA LST1 LTA LTF LY6D MAD1L1 MADCAM1 MAFK MAGEB1 MAGEB2 MAPK12 MAPK8IP2 MARCO MATK MEOX1 MEP1A MFAP5 MFNG MMP13 MMP20 MMP8 MMRN1 MNDA MPDZ MPL MPPED2 MS4A1 MS4A2 MS4A3 MSH4 MSI1 MSMB MTA2 MTTP MYBPH MYH3 MYH7 MYH8 MYL1 MYOD1 NAALAD2 NAT2 NCAM2 NCF1C NELL1 NEUROD1 NFE2 NFKB2 NGF NKX2-1 NKX2-5 NKX2-8 NLRP3 NOL4 NOVA2 NPY2R NR1H4 NR2C2 NRGN NRP1 NTN3 NTSR1 NUDT4 OLFM4 OMD OPRD1 OPRM1 OTC OVOL1 P2RX3 P2RY14 P2RY2 P2RY6 PAH PAX5 PBX2 PCK1 PDE5A PDE6H PDE9A PDK1 PDLIM3 PDYN PFKFB1 PGLYRP1 PHACTR2 PIK3C2G PIP PLA2G5 PLA2G6 PLA2G7 PLCD1 PLG PLXNB1 PMEL PMP2 PNLIP POLR3G PON1 POU4F2 PPFIA2 PPL PPP1R2C PRDM1 PRF1 PRG4 PRKCH PRKG1 PRSS12 PRTN3 PSG9 PSTPIP1 PTAFR PTCRA PTGER1 PTGIS PYGM PYY RAB30 RAC2 RAD51AP1 RAG1 RAMP2 RAPGEF1 RAPGEF3 RARB RARRES1 RASA3 RASGRP3 RBM38 RBP4 REM1 RENBP RETREG1 RFPL1 RGN RGR RGS13 RHAG RHD RHOH RIN1 RIPK2 RIT2 RLN1 RLN2 RORB ROS1 RPE65 RS1 RTN1 RYR2 S100A12 S100A9 S100G SARDH SASH3 SCAND2P SCG2 SCGB1A1 SCGB2A1 SCGB2A2 SCN2A SCN2B SCNN1A SCNN1G SCRG1 SEC31B SELENOP SEMG1 SEPTIN4 SERHL SERPINA5 SERPINA7 SERPINB5 SERPINB7 SERPINC1 SERPIND1 SERPINF2 SERPINI2 SETBP1 SH2D1A SKAP1 SLC10A1 SLC12A1 SLC12A5 SLC14A1 SLC15A2 SLC16A2 SLC17A2 SLC18A2 SLC1A1 SLC1A3 SLC1A7 SLC22A2 SLC26A3 SLC27A2 SLC28A1 SLC2A2 SLC30A4 SLC38A3 SLC5A3 SLC5A4 SLC6A1 SLC6A12 SLC6A3 SLC6A4 SLCO1A2 SLCO2A1 SLITRK3 SMAD3 SMR3B SNCG SOCS1 SP4 SPAG1 SPINK5 SPOCK1 SPOUT1 SPP2 SPPL2B SPTLC2 SRD5A2 ST8SIA5 STRN STX11 SULT1B1 SULT1C2 SV2B SYCP2 SYN3 TACR3 TBX6 TBXAS1 TCEA2 TCL1B TCN1 TERT TFEC TFF3 TFPI2 TG TGM1 TGM5 THPO TIMP4 TJP3 TLL1 TLX1 TLX2 TMEM259 TMPRSS11D TMPRSS15 TNFRSF11B TNFRSF17 TNFRSF8 TNFSF10 TNFSF11 TNFSF14 TNK1 TNNI2 TNNT2 TNNT3 TOE1 TPSAB1 TRAT1 TRIM9 TRPA1 TRPC3 TRPC6 TSPAN8 TTN TTPA TULP2 TXK TYROBP UGT1A4 UGT2A1 UGT2B17 UGT2B4 UGT2B7 UGT8 USH2A VCAM1 VCAN VDR VGLL1 VILL VIPR2 VNN1 VNN2 WIF1 WNT8B XAF1 XKRY XPNPEP2 YJU2 ZBTB1 ZBTB33 ZFHX2 ZFY ZNF185 ZNF239 ZNF345 ZPBP MODULE_118 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_118 AANAT ABCA1 ABCB9 ACKR1 ACR ACSL3 ACTN1 ADA ADAM19 ADAM9 AGXT AIF1 AKAP12 ALCAM ALDH1A1 ALDH7A1 ALOX5AP AMBP AMELX ANXA1 AP1M1 APOC1 APOC4 AQP8 ARHGDIB ARHGEF6 ARID1A ATF5 ATOSB ATP4A BASP1 BCL2A1 BIK BMP10 BTBD3 BUB1B CALD1 CALU CARD10 CASP2 CAV1 CAV2 CAVIN1 CCDC9 CCHCR1 CCL15 CCL2 CCL3 CCL4 CCL5 CCL7 CCN1 CCNA2 CCNB1 CCNB2 CCND2 CCNF CD151 CD22 CD24 CD33 CD37 CD3D CD53 CD79A CDC20 CDC25B CDC45 CDH2 CDK1 CDKN1A CDKN2A CDKN2C CDKN3 CENPA CENPF CEP135 CHAF1A CHPF CHST15 CHST3 CKS2 CLDN9 CLEC2B CNKSR1 CNN3 COL10A1 COL4A1 COL5A2 CORO1A CRABP1 CRIM1 CSE1L CSRP2 CST7 CTSC CTSG CXCL1 CXCR4 CYP1B1 DAPK2 DBN1 DBP DDIT4 DDX11 DDX21 DDX3Y DHFR DKK4 DLGAP5 DLK1 DMBT1 DNASE1 DOCK2 DPH2 DPYSL3 DSP DTYMK DUSP6 E2F1 ECE2 EDA EFEMP1 EIF4EBP1 ELAVL2 EMP1 EMP3 ENG ENO2 ENTPD2 EPB41L3 EPCAM EPHA2 EXD2 EXOSC2 EZH2 FADS1 FADS2 FCER1G FDPS FEN1 FGFR1 FLNA FN1 FOS FOXM1 FST FZR1 GALR3 GAS1 GDF15 GET1 GFPT2 GGH GJA1 GMPS GNG12 GNG7 GPC3 GPR3 GPSM3 GRN GSTM1 GTSE1 GULP1 GYG1 H2AX H2BC12 H4C3 HAP1 HCK HLA-DQA1 HMMR HPRT1 HSPG2 HTR4 HTRA2 ID2B IER3 IFI27 IFIT1 IGF2 IGF2BP3 IGFBP2 IGFBP4 IGHM IGSF3 IKBKG IL1RAP IL2RG IL7R ILF3 INSIG1 IRAG2 ISG15 ITGA3 ITGA6 ITGB2 ITGB5 JUNB KCND3 KCNN4 KCNQ3 KCTD17 KIF11 KIF14 KIF21B KIFC1 KNTC1 KRT18 KRT19 LAIR1 LAMB1 LAPTM5 LCP1 LDLR LGR5 LMNB1 LMNB2 LMO2 LOX LOXL2 LRCH4 LRIT1 LSP1 M6PR MACIR MAD2L1 MAFF MAGEA3 MAGEA4 MAGI1 MAT1A MCM2 MCM3 MCM4 MCM6 MCRS1 MDK MFAP2 MGLL MKI67 MLC1 MLLT11 MMP1 MMP2 MMP9 MNDA MPO MSI1 MTHFR MYB MYBL2 MYC MYO10 MYOZ3 NCAPD2 NDC80 NECTIN1 NHERF1 NNMT NPAS1 NPM3 NQO1 NRG2 NTS NUDT1 NUP205 ODF1 OLFML2B ORM2 PAFAH1B3 PAICS PARP2 PAX6 PAX7 PCLAF PCNA PDE4B PDGFRA PDLIM4 PEG10 PEPD PER1 PFKFB2 PHLDA2 PIR PKMYT1 PLAT PLAU PLIN2 PLK1 PLOD2 PNP POLD2 PPP4R2 PPT2 PRAME PRB4 PRELID3A PROM1 PRPF19 PRSS2 PRSS23 PSMB8 PSPHP1 PTP4A3 PTPN7 PTPRC PTTG1 QPCT RAB31 RAC2 RAC3 RAD54L RAI14 RBP1 RCC1 RCN2 RECQL4 RECQL5 RFC4 RGS1 RGS10 RGS16 RIBC2 RNASEH2A RND3 RPA3 RRM1 RRM2 RRP7A S100A11 S100A4 S100A8 S100P S1PR4 SALL2 SCAMP5 SCHIP1 SCN2B SEC11A SERPINE1 SFTPC SGCE SHBG SIT1 SIX6 SLA SLC16A3 SLC22A18AS SLC2A1 SLC6A11 SLC6A7 SLC7A11 SLC7A5 SMTN SORD SOX10 SOX4 SPP1 SRGN SRPK1 SRPX STMN1 SV2A SYNGR4 TACC2 TBX1 TCL1A TFAP2B TGFBR2 TGM2 THBS1 TIMP3 TM4SF1 TMEM106C TMEM158 TMSB15A TMSB4Y TMX1 TNC TNF TNFRSF10B TOP2A TOPBP1 TPM1 TPM2 TPX2 TRIP13 TROAP TRPM2 TTI1 TYR UBE2C UBXN1 UCN UGDH UNG VPS11 VSIG4 VWF WIZ ZBED4 ZIC2 ZMPSTE24 ZWINT ZYX MODULE_119 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_119 ABCB1 ABTB1 ACP2 ADAM8 ALOX5 APOBEC3G APOL3 APOLD1 ARAP2 ARMCX6 AXIN1 BANK1 BBS2 BLMH CACNG4 CARD16 CASP1 CCDC186 CCN3 CD19 CD200 CD48 CD59 CD74 CD79B CNRIP1 CPQ CPSF7 CPVL CR2 CXCL13 CXCR4 CXCR6 CYFIP2 CYP27A1 DBP DDA1 DGKA DNAJC14 DNMT3A EML4 FADS1 FASTKD1 FLT3LG FOXP1 FYN GMCL1 GZMA HLA-A HLA-DMA HLA-DMB HLA-DRB3 HLA-G HS3ST1 HVCN1 IGHG3 IGKC IGLL1 IL10RA IL15 IL16 IL1R1 IL7 IRAG2 IRF1 IRF4 IRF7 ISG20 ITGA1 ITGB7 KANK1 KCNA3 KCNQ5 KIAA0753 KIF27 KLF12 KLHL14 LCK LILRB1 LIMD2 LPAR6 MED12L MT2A MTHFD2 MX1 MYCBP2 MYOF NEK11 NLRC5 NME3 NYAP2 P2RY10 PASK PDE4DIP PIK3C2B PIM2 PLCL2 PNPT1 POLR3B POU2F2 PRKCH PRKCQ PTCRA PTPRC PTPRCAP PTTG1 RNF31 RNPC3 RRAGD S1PR1 SAMHD1 SAMSN1 SELL SELP SLC7A7 SP110 SPARC SPIB SPINT2 STAG3 STAT2 STAT4 SYNE2 TCN1 THUMPD1 TNFAIP2 TPTE TRAPPC13 TRIB2 TRIM22 TTLL2 TXLNGY TXNIP UNC5D USP30 USP34 UTY VCAM1 XRN1 ZNF292 ZNF322 ZNF436 ZP3 MODULE_12 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_12 ABAT ABCA3 ABLIM1 ACKR1 ADIPOR2 ADM AEBP1 AGT AHDC1 AKR1C1 ALAS2 ALCAM ALDH7A1 ANK3 ANOS1 ANXA1 AP1S2 APBA2 APBB1 APLP1 APOC1 APOD APOE AQP1 AQP4 ARHGEF10 ARHGEF4 ARHGEF6 ARNT2 ASAH1 ATP10B ATP1B2 ATP6V0A1 ATP9A AUTS2 BCAS1 BCL6 BIN1 BMERB1 C1QB C1S CADM1 CAV1 CCL2 CCN1 CCND1 CCND2 CD14 CDC42EP1 CDH2 CDK18 CDKN1A CDKN1C CHRNB1 CHST15 CLDN5 CLEC3B CLIP3 CNN3 CNP COL11A1 COL15A1 COL16A1 COL1A1 COL1A2 COL3A1 COL4A1 COL5A2 COL6A1 COL6A2 COL6A3 COL9A3 COLGALT2 CPE CRABP1 CRIM1 CRMP1 CRYAB CSPG4 CX3CL1 CX3CR1 CXCL1 CXCL2 CXCL8 CYB561 CYP1B1 DAAM2 DAB2 DBN1 DCLK1 DDIT4 DDX21 DEFA3 DEPP1 DHRS3 DIP2C DLX4 DNAJB2 DNM1 DNM2 DPP6 DPYSL3 DSP DST DTX4 ECHS1 ECM2 EDNRB EEF1A2 EFS ELN EMP3 ENG ENO2 ENPP2 EPB41L2 EPB41L3 ERBB3 F3 FABP7 FADS1 FADS2 FAM107A FAT1 FBLN1 FBN2 FBXL7 FCGRT FERMT2 FEZ1 FGF1 FGFR1 FGFR3 FKBP8 FN1 FOS FOSB FOSL2 FXYD1 G0S2 GABBR1 GAP43 GAS1 GATM GET1 GFAP GFPT2 GJA1 GJB1 GMPR GNAI1 GNG12 GOLGA8A GOT1 GPC3 GPM6A GPRC5B GPX3 GRIA2 GRIN1 GSTA4 GSTM1 H2BC21 HES1 HMOX2 HOPX HSPA2 HSPG2 ID2B IFI44L IFIT1 IGF2 IGFBP2 IGFBP3 IGFBP4 IGFBP6 IL6 INA ISG15 ITGA6 ITGA7 ITGB4 ITM2A JUNB KIAA0513 KIF5C KLK6 KRT86 L1CAM LAMB2 LAPTM5 LDLR LDOC1 LHFPL2 LIPA LMO3 LMO4 LOX LPL LRP1 MAL MAOB MAPK8IP3 MAPRE2 MARF1 MBP ME1 MEGF9 MFAP2 MGLL MIR9-1HG MLC1 MLLT11 MPZ MSMO1 MTUS1 MYH11 MYL9 MYLK MYRF NAMPT NCAM1 NCAN NEBL NEFL NEFM NGFR NNAT NOTCH3 NOVA1 NR1D1 NR2F1 NR4A1 NTRK2 NUPR1 OMG PALM PAX4 PAX6 PCBP4 PCDH17 PCDH9 PCOLCE PCP4 PDE4B PDE8A PDGFRA PDLIM5 PEG10 PEG3 PENK PER1 PIK3C2B PLAAT3 PLEC PLP1 PON2 POSTN POU2F3 PRSS2 PTGDS PTN PTPN13 PTPRZ1 PTX3 QDPR RAB31 RARRES2 RASSF2 RBP1 REG1A RGS1 RGS16 RHOB RHOBTB3 RNASE1 RTN1 S100A11 S100A8 S100B SATB1 SCG5 SCHIP1 SELENOP SEPTIN10P1 SERPINA3 SERPINE1 SERPINH1 SERPINI1 SFRP1 SGCE SH3GL3 SLC11A2 SLC1A3 SLC23A2 SLC2A3 SLC39A6 SLC4A4 SLIT2 SLPI SMTN SNAP25 SNCG SOX10 SOX9 SPP1 SRGN SRI SRPX SRRM2 SST ST3GAL5 STAB1 STK39 STMN2 SV2A SYNGR1 SYNM SYT11 TCEAL4 TFAP2B TGFBI TGM2 THBS2 THRA TIMP3 TJP2 TLE1 TLE2 TMEM47 TMEM63A TNC TNFAIP2 TNFAIP3 TNFRSF1B TPM1 TRIB2 TRIM16 TRIM2 TRO TSPAN3 TSPAN7 TSPYL2 TYRO3 UBL3 UGT8 USP6 VAMP5 VCAN VEGFA VSIG4 VSNL1 WASF3 WDR7 WWTR1 ZBTB16 ZBTB20 ZEB1 ZIC1 ZYX MODULE_120 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_120 ANK1 AQP1 ARHGAP35 ARPC1A BIK CBR1 CDH11 COG2 COL18A1 CR2 CX3CL1 CYLC2 DHCR24 DOK1 DRD3 EDC4 EGR4 EPB41 GPKOW GPR176 HMGCR HPCAL1 HRC HTR3A ICA1 IGF1R IL15RA IL2RB IL6R KCNJ10 KLHDC3 LTBP1 MTF1 MYLK NDUFB7 NKRF P2RX4 PCSK7 PDAP1 PDE2A PHLDA1 PLOD2 POLR2C PPARD PRKCH PTPRM PWP2 RAB31 RAB4A RGS4 SERPINI1 SH3GL1 SLC11A2 SLC25A1 SLC28A1 SNTA1 SNX1 SP140 STAR TAX1BP3 TCN1 TCP10L3 TERT THBS4 TM4SF4 TNK1 TRIO TRIP10 TROAP UBE2G1 ZNF212 MODULE_121 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_121 AKR1C3 AREG BCAR1 BCAT1 BCL6 BST2 BTG1 CCL14 CCN1 CD2 CD4 CD5 CD81 CD86 CD8A CD8B CDK5R1 CHRM3 CREG1 CRIP1 CSF1 CSF3 CSRP2 CXCL1 CXCL10 DAB2 EDN1 EDNRA EGF EGR4 EMP1 EMP3 ENPEP EPHB4 EPS8 ERBB2 ERG EVI2A FGA FGB FGF4 FGF7 FGG FOSL1 GAS6 GCG GRN GRPR HBEGF IGF1 IGF2 IL15 IL15RA IL18 IL1A IL1B IL2RG IL3 IL6 IL6R INSIG1 ISG20 KLF6 LAMP3 LIF LRP1 MAPRE2 MDK MST1R MXD1 MYC NAB2 NAMPT NRP1 OSM OSMR PDGFA PDGFB PDGFRA PPBP PRDX1 PSPHP1 PTN REG1B RUNX3 SFN SLAMF1 SPOCK1 TACSTD2 TGFA TGFB3 TIMP1 TNFSF9 TSPAN3 VEGFC VIP VIPR1 ZEB1 ZFP36L2 MODULE_122 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_122 ADAM12 ADGRE1 AEBP1 ALCAM AMELY ANOS1 AOC3 APBA1 ARHGDIB BGN CCL11 CCL2 CCL4 CCN2 CCR1 CD151 CD2 CD5 CD6 CD99 CDH1 CDH13 CDH17 CDH2 CDH3 CDH5 CDH6 CHL1 CLDN1 CLDN10 CLEC3A CNTNAP1 COL11A1 COL12A1 COL16A1 COL18A1 COL1A1 COL3A1 COL4A1 COL4A5 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 COL7A1 COL9A1 COL9A2 COL9A3 COMP CSF3R CX3CL1 CX3CR1 CXCL12 CXCL8 DDR2 DGCR2 DSG2 DSG3 ECM2 EFEMP2 EFNB1 EFS ELN FAT1 FBN1 FBN2 FN1 FPR2 ICAM1 ICAM3 ICAM4 IL18 ISLR ITGA2 ITGA3 ITGA5 ITGAL ITGAM ITGAV ITGAX ITGB2 ITGB5 ITGB7 ITGBL1 JAM2 L1CAM LAMA2 LAMA3 LAMA4 LAMA5 LAMB1 LAMB2 LAMB3 LAMC2 LGALS4 LGALS7 LSAMP LY6D MCAM MFAP5 MFGE8 MGP MMRN1 MSLN NCAM1 NCAN NEDD9 NELL1 NEO1 NID1 NRP1 OMD PCDH17 PECAM1 POSTN PPBP PPFIBP1 PRELP PTK7 PTPRF PTPRS RELN RND1 RND3 SELL SELP SPOCK1 SRPX SSPN TGFBI THBS2 THBS4 TNC TNXB VCAM1 VCL VTN VWF WNT2 ZYX MODULE_123 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_123 ADCYAP1R1 ADNP2 ADORA1 ADRA1A ADRA1B ADRB1 ADRB2 AIF1 ALX1 APLNR APLP2 AR ARL3 ARNT ATF2 ATF3 BATF BCL3 BCL6 BDKRB1 BORCS8-MEF2B BRCA1 BRD1 C5AR1 CBFA2T2 CBX4 CCL17 CCL3 CDKN1A CDKN2A CDKN2B CDKN3 CDX1 CHAF1B CHD2 CHD4 CHRM3 CITED2 CREG1 CRK CUL4A CXCL1 CXCL2 CXCL8 CXCL9 CXCR2 CXCR4 CXCR6 DLX5 DNMT1 DPF1 E2F3 EGR1 EGR2 EGR4 EIF2AK2 ELAVL2 ELF3 ELF4 ELL ELOA EN2 EP300 ERCC6 ERCC8 ERG ESR2 ETS1 ETS2 ETV1 ETV3 ETV6 EWSR1 EZH2 FOS FOSL1 FOSL2 FOXD1 FOXE1 FOXG1 FOXM1 FOXN3 FPR1 FPR3 FZD2 FZD9 GAS7 GLI1 GNA12 GNA13 GNAI2 GNAT2 GPR171 GPR182 GPR183 GPSM2 GRM1 GRPR GTF2B GTF2F2 GTF2H1 GTF2I HCAR3 HDAC2 HIVEP1 HLTF HMGA2 HMGB2 HNF1A HNF4G HOXB1 HSF2 ID4 ILF3 ING2 INSM1 IRF1 IRF2 IRX5 JADE3 JUN JUNB JUND KDM4A KDM5A KDM5C KLF11 KLF6 KLF7 KMT2A LANCL1 LHX2 LRRFIP1 MAFG MCM3 MECP2 MEF2A MEF2D MEN1 MEOX1 MNDA MS4A2 MSX1 MXD1 MYBL2 MYC MYCL MYCN MYOD1 NFATC4 NFKB1 NFKB2 NFYA NPAS1 NPY2R NR3C1 NR4A2 NRF1 NSD2 OLIG2 OVOL1 P2RY14 PAWR PAX2 PAX5 PAX6 PER1 PHOX2B PIK3CG POU2F1 POU3F1 POU3F4 PPARA PPARG PRH2 PROP1 PRRX2 PTGER2 PTGER4 PTGFR PTH2R RARA RCAN1 REL RFX2 RGR RLF RORA RRH RUNX3 SATB1 SCAND1 SIM1 SIX6 SMAD1 SMARCA5 SMARCD2 SNAPC1 SOX4 SOX5 SOX9 SP100 SP4 SSX1 STAT1 STAT2 STAT6 TAF4 TAF5 TAF7 TBRG4 TBX1 TBX4 TFAP2A TGIF1 TLE1 TLE3 TLX1 TOX4 TRIP4 TSC22D1 TSC22D2 TULP3 ZBTB18 ZBTB24 ZBTB43 ZBTB48 ZEB2 ZFHX3 ZFX ZNF124 ZNF136 ZNF141 ZNF143 ZNF157 ZNF177 ZNF195 ZNF211 ZNF217 ZNF254 ZNF264 ZNF267 ZNF324 ZNF345 ZNF43 ZNF516 ZNF646 MODULE_124 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_124 ACTL6A BIRC5 BUB1 BUB3 CCNA1 CCNA2 CCNB1 CCNB2 CCNE1 CCNG1 CCNG2 CDC25A CDC25B CDC7 CDK1 CDK2 CDK2AP1 CDK3 CDK4 CDK6 CDK7 CDKN1C CELF2 CHERP CORO1A CSTF3 CUL2 CUL4A CXCR4 DCTN2 DDX11 DR1 DUSP2 DUSP4 DUSP6 E2F1 E2F3 ELL EMG1 FGFR1 GFI1 GTF2A2 GTF2E2 GTF2F2 HNRNPA2B1 HNRNPDL HNRNPF HNRNPL HNRNPU HNRNPUL1 IGF2BP3 KHDRBS1 KIF22 KIF23 KIF2C KNTC1 KPNA2 MAD1L1 MAD2L1 MAZ NCAPD2 NDC80 NEK4 NFKBIB NOLC1 PABPC4 PHB2 PLK1 POLR2D POLR2I POLR2J POLR2K PPP5C PTTG1 RAD21 RBM3 RBM4 RBM6 RCC1 RO60 RRP9 SMARCA5 SMARCC1 SMC2 SNAPC5 SSB TAF1A TAF6 TBP TBRG4 TCEA1 TFAM THOC1 UBE2C WEE1 ZW10 MODULE_125 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_125 BLM BRCA2 CDC45 CDC7 CDK2 CENPE CENPF CHAF1A CHAF1B DDX11 FEN1 GMNN HMGB1 LIG1 LIG4 MCM3 MCM6 NAP1L1 ORC1 PCNA POLA1 POLD1 POLD2 POLE POLE2 PRIM1 PRIM2 RBBP4 RFC2 RFC3 RFC4 RFC5 RNASEH2A RPA1 RPA2 RPA3 RRM1 RRM2 S100A11 SSBP1 TENT4A TERT TOP2A TOPBP1 MODULE_126 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_126 A2M ABCC1 ACTG1 ADK ADSL AKAP10 ANGPT1 ANGPT2 ANKRD6 APEX1 ARL8B ARPC2 ASPH ASPM ATF5 ATP5PF AURKA BIK BLMH BUB1 BZW1 C1QBP CAMK1 CCNA1 CCNA2 CCNB1 CCND3 CCNE2 CCPG1 CD151 CD180 CD99L2 CDC25A CDK1 CDK4 CDK5 CDKN3 CENPE CENPF CKS1B CKS2 CLEC11A CLPP CMYA5 COA7 COPS2 CSE1L CSNK2A1 CTPS1 CYP2B6 DAP DBF4 DENND3 DUSP3 DUT DYRK3 E2F1 EDEM3 EDN1 EIF1AX EIF3B ELAVL3 ETV4 ETV5 FAM234B FBXO5 FCGR1A FEN1 FLNA FOSL1 FOXM1 GART GCC2 GCHFR GFI1 GLA GMPS GPX1 GTF2F2 HASPIN HDAC2 HDDC2 HDGF HMGB2 HSP90AA1 HSPA5 IARS2 IFNGR2 ILF2 IMPDH2 IRAK1 ITGA3 ITGB2 ITGB5 ITPA KHSRP LINC00160 LMO2 MAFG MAPK12 MAPKAPK3 MAST2 MB MECOM MELK MELTF METTL9 MGLL MGST2 MIF MKI67 MMP12 MNDA MSH6 MTFR2 MYB MYC MYO1E NCAPG2 NEK6 NME2 NME4 NMRK1 NOLC1 NOMO1 NOX4 NTAQ1 ODC1 PAICS PANX2 PCDH1 PCDHGC3 PCNA PDXP PECAM1 PHB2 PIR PLPP1 POLQ PPAT PPEF1 PPIF PPP5C PRKCB PRMT1 PTPN7 PTPRN2 RAN RCC1 RCN2 RFC3 RFC4 RPA3 RRM1 SEMA3B SHMT2 SIDT1 SLC20A1 SLC25A22 SLC25A33 SLC25A5 SLC2A5 SLC43A3 SMC2 SMYD1 TAF1D TCF3 TFDP1 TIMM44 TNFRSF10B TNFRSF21 TPX2 TUBA1A TUBA1B UBE2T ULBP2 UMPS UNG YIF1B YWHAE YWHAG ZFAND3 ZNF347 MODULE_127 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_127 BMI1 BRCA2 CBX1 CENPA CHAF1A CHAF1B EZH2 H1-0 H1-1 H1-10 H1-2 H2AC18 H2AC6 H2AC8 H2AX H2AZ1 H2BC11 H2BC12 H2BC13 H2BC21 HAT1 KAT6A NAP1L3 NASP SATB1 SETDB1 MODULE_128 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_128 A2M AIF1 APOL3 BBS2 C3AR1 CCL11 CCL14 CCL18 CCL2 CCL21 CCL5 CCN1 CCND2 CCR1 CCR2 CCR5 CD14 CD151 CD63 CDH13 CEBPD CPM CSF1R CTSB CTSL CXCL12 CXCL9 CXCR6 CYBB CYP1B1 CYP27A1 DAB2 DAPK1 DCTN3 DES DLC1 EARS2 FADS1 FAP FCER1G FCGR1A FCGR2A FN1 FPR1 FTH1 FTL GAS6 GBP1 GBP2 GJB1 GNLY GPX1 GZMK HBA2 HLA-DOA IER3 IFI30 IFITM1 IFITM2 IFITM3 IL1R1 IL2RB IL32 ITGB2 ITGB5 KCTD12 LAG3 LGMN LMO2 LYZ MAPK12 MGLL MMP1 MMP2 MMP9 MYLK NXPH3 PCDH9 PDGFRA PDGFRB PLPP3 S100A4 SPARC SRRM2 TBC1D8B THBS1 TIMP1 TIMP2 TIMP3 TNFAIP6 TNFSF13 TYROBP VCAM1 VIM VMP1 VWF ZNF347 MODULE_129 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_129 ABLIM1 ADH1B AFP AKAP12 ALDH7A1 ALOX5 AMY2B APOC1 ARHGDIG ARHGEF10 ARHGEF4 ARL4D ARSB ATP1A2 B4GALT4 B4GALT5 B4GAT1 BAIAP3 BBOX1 BCAR3 BCHE BCKDK BCL2L1 BCL9 BMP2 C14orf132 C22orf31 CASK CBY1 CCL17 CD247 CD27 CD3D CD52 CDKN2A CEACAM1 CEACAM6 CELSR1 CFH CGA CHRNB2 CLEC4M CNR2 COG5 COL11A1 CRHBP CRMP1 CRYGA CTNNA2 CYB5R1 CYP2B6 DBN1 DLX5 DNAJB2 DOP1B DPAGT1 DPYSL3 EFEMP1 EFNA1 ELOVL6 EML1 EPHA7 ETFB ETV5 FADS3 FAM50A FETUB FGF7 FGFR1 FILIP1L FKBP1B FOLR2 FOXO4 FZD1 FZD7 GADD45G GALR3 GAS1 GAS8 GATB GNG11 GPC4 GPKOW GPRASP1 GPRC5B GRB14 GRIN1 GRK5 GULP1 GZMA GZMK H2BC11 HBEGF HDAC9 HPX HRAS ID4 IFI44L IFIT3 IGF1 IGF2 IL1RAP IL9 ING1 INHA INHBB ITGA6 JCHAIN KCNA1 KCNB1 KCNK2 KCNS1 KDM5D KHDRBS3 KIR3DL1 KMT2A LAMA3 LDOC1 LEPR LGMN LILRB5 LOXL1 LPIN2 LTB MAPK8IP2 MARCO MDK ME3 MGST3 MMP13 MRC1 MTSS1 MX1 MYH8 MYLK MYO10 NAP1L3 NAT2 NKX2-1 NOL4 NOVA2 NPY NRG1 NRP1 NT5E OAS1 P4HA2 PAPSS2 PCCA PCDH9 PCK1 PDE2A PDGFRL PDYN PEG10 PIAS3 PLCB1 PLXNB1 PROM1 PRR4 PRSS12 PSPH PSPHP1 PTPRE PTPRM RAC3 RALGPS1 RDH11 RFX2 RGL1 RGS13 RNASE1 RNASE4 SCHIP1 SCRG1 SEMG1 SERPINF2 SERPINI1 SETBP1 SFRP1 SFTPC SLC10A1 SLC16A4 SLC22A1 SLC25A16 SLC6A1 SLC7A8 SMAD3 SMTN SPP1 SSPN ST3GAL1 SYNE2 SYT17 TCFL5 TCTA THBS2 TMEM8B TNC TNFSF12 TOB2 TPM2 TPST1 TRIM9 TRO TSPAN1 TSPAN7 TULP2 TUSC3 TXN2 UGT2B10 UNC13B UPK1B VLDLR WASF3 ZNF365 ZNF593 ZNF821 ZP3 MODULE_13 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_13 AANAT ABCC8 ABHD14A ABO ACACA ACIN1 ACKR1 ACKR2 ACR ACVRL1 ADAM15 ADAMTSL2 ADCYAP1 ADD2 ADGRE1 AFAP1 AGPAT1 AIF1 AKAP3 ALAS2 ALDH1L1 ALDOB ALDOC ALPG AMELX ANK1 ANKRD12 APLP1 AQP5 AQP7 ARC ARHGAP4 ARHGDIG ARID4B ARPC4 ARSL ARTN ARVCF ASCC2 ASGR1 ASGR2 ASIC2 ATF6B ATP1B2 ATP4A ATP6V0A2 ATP6V1B1 AVPR1B B4GALT3 BAHD1 BDH1 BMP1 BMP10 BUD23 C8B CACYBP CAD CALB2 CAMK2B CARD10 CCDC69 CCHCR1 CCKAR CCL13 CD19 CD1C CD22 CD33 CD34 CD40 CD5L CD82 CD8B CDH16 CDH4 CDK5R1 CDK5R2 CDK6 CDKN2C CDX2 CEACAM3 CEP135 CFP CHIT1 CHRNB1 CHRNE CHST15 CHST3 CIAPIN1 CIZ1 CLCNKA CLEC11A CLIP2 CMA1 CNKSR1 CNOT4 CNTN1 CNTN2 COL10A1 COL19A1 COL1A1 COLGALT2 COPS6 CORT CPNE6 CRCP CREB3 CREBZF CRHR2 CRYBA4 CSF1 CSH2 CSRP3 CTF1 CTSC CTSG CYP11A1 CYP2A6 CYP2C18 CYP2C9 CYP4B1 DAPK2 DBN1 DDX11 DDX19A DEFA1 DEFB4A DENND2B DGKA DHCR7 DIDO1 DKK4 DMBT1 DNAH9 DNAJC7 DNALI1 DNASE1 DOK2 DOLK DPEP1 DPF2 DPH2 DPT DRD3 DRG2 DSG1 E2F1 E2F4 ECE2 EDEM1 EFNA3 EFNB1 EHD1 ELAVL2 ELAVL3 EMID1 ENTPD2 ENTREP3 EPAS1 EPM2A EPOR ESPL1 ESR1 ETV3 EXD2 F7 FANCG FANCL FAT2 FBN2 FCGR2A FDXR FEZ1 FGFR4 FHIT FIG4 FLT1 FMO4 FOSL1 FOSL2 FST FUT7 FZR1 GAD2 GAGE1 GATA1 GFPT2 GHITM GJB1 GJB5 GLE1 GOLGA1 GPA33 GPR161 GPR3 GPRIN2 GPX3 GRIK5 GRIN2A GRK2 GRM4 GTF2H3 GTSE1 GYPB H2BC17 H6PD HAL HAP1 HDGF HLA-DOB HMOX2 HRG HRK HSD11B2 HSD17B3 HSF4 HSPBP1 HTR4 HTR6 HTR7 HTRA2 IFIT1 IFRD2 IFT140 IGHMBP2 IKBKE IKBKG ILRUN INPP5D IQCB1 IRF5 ITGA10 ITGA2B ITGA3 ITPR2 ITSN1 IVD IVL JAG1 KAT7 KCNA5 KCNAB1 KCND3 KCNH2 KCNJ4 KCNK3 KCTD17 KIF1C KIFC3 KLHL18 KRT2 KRT31 KRT4 KRT85 KRT86 LAIR1 LARGE1 LBP LGALS9 LGR5 LIF LILRA4 LLGL2 LMO1 LMTK2 LORICRIN LPAR2 LPXN LRCH4 LRIT1 LRRC23 LSM4 LTK LY6E LY6G6C LYPD3 LYPLA2 LYZL6 M6PR MAG MAGEA9 MAPK8IP1 MATN1 MCM2 MCRS1 MDC1 MEF2D METTL1 MFAP2 MFN1 MGAT1 MGP MMP11 MMP15 MMP25 MPP2 MR1 MSC MTFR1 MTHFR MVK MXRA8 MYBPC1 MYBPC2 MYEF2 MYL2 MYO9B MYOG MYOZ3 NDST1 NEURL1 NFRKB NHERF2 NPAS1 NPM3 NR1D1 NRTN NTSR2 NUDT3 OCEL1 ODF1 OPRL1 ORC1 OTUB1 P2RX7 PAK4 PAX7 PAX8 PAX9 PBX1 PCBP3 PCDHGC3 PCNX2 PDE4C PDGFRA PDK4 PDPK1 PFDN1 PFKFB2 PFKFB3 PGC PHF10 PI3 PICK1 PIGA PIGB PIGR PIK3CB PINK1 PITPNM1 PLAU PLIN1 PLIN3 PLK1 PMF1 PNMT POLA2 POU4F1 POU6F1 PPIF PPM1D PPP2R5D PPP3CC PPP6R2 PRELID3A PROC PRPF31 PRPH PRRC1 PRSS16 PSD PSD4 PSG7 PTGS1 PTPN9 PTPRO PXN RAB8A RABGGTA RAC2 RAD51D RANBP2 RAP1GAP RAPGEF5 RASSF1 RASSF7 RECQL5 REG1A REL RGS9 RHBDL1 RIBC2 RIMS2 RPA2 RPH3A RPS26 RPS6KB2 RREB1 RTN2 S100A5 S1PR2 SAC3D1 SAR1A SCAMP5 SCARB1 SCN1B SDC3 SEMA3F SEMA4D SERBP1 SERPINA4 SEZ6L SH3BP1 SIGMAR1 SIK3 SIM2 SIT1 SIX1 SIX3 SKI SLC13A2 SLC17A7 SLC18A3 SLC1A4 SLC1A6 SLC22A6 SLC25A11 SLC29A2 SLC2A1 SLC30A3 SLC4A3 SLC5A2 SLC6A11 SLC6A2 SLC6A6 SLC6A7 SLC6A8 SLC6A9 SLC7A4 SLIT3 SMPDL3B SNX21 SPART SPC25 SPEF1 SPN SPRR2C SRCAP SRPX ST14 ST6GALNAC4 STARD5 STXBP1 SULT4A1 SYNCRIP SYNGR4 SZT2 TACC2 TAF1 TAFAZZIN TBCD TBX19 TBXA2R TCF7 TCOF1 TECR TERF2 TEX261 TEX28 TGFB1 TGOLN2 TIMP3 TLE3 TM4SF5 TMSB4Y TNFRSF10C TNFRSF25 TNP1 TNR TNXB TPMT TRAFD1 TRIM15 TSPOAP1 TTLL12 TTLL3 TUB TUBB2A TUBG1 TUBGCP2 TUBGCP4 U2AF2 UBE2D1 UBL3 UCN UGT2B15 UNC119B USP9X UTRN VAMP1 VASH1 VCY VENTX VPS11 VPS9D1 VSIG4 WBP4 WNT10B XDH XRCC2 YPEL1 ZBED4 ZBTB40 ZKSCAN7 ZNF143 ZNF157 ZNF22 ZNF592 ZSCAN12 MODULE_130 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_130 C1QA C1QB C1R C1S C2 C3 C4A C4B C4BPA C4BPB C5 C6 C7 C8A C9 CD55 CFB CFH CFHR1 CFI CLU CR2 SERPING1 MODULE_131 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_131 ADORA2A ANXA5 ANXA8L1 C4BPB CD59 EFEMP2 F10 F12 F13A1 F2 F3 F8 FGA FGB FGG IL11 ITGA2 ITGB3 MMRN1 MST1 NFE2 PLAT PLAU PLAUR PLG PLSCR1 PROC SERPINC1 SERPIND1 SERPINE1 TFPI2 THBD VWF MODULE_132 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_132 GPX3 GSTA2 GSTA3 GSTA4 GSTM2 GSTM4 GSTM5 GSTP1 GSTZ1 MGST2 MGST3 NCF1C NCF2 SOD1 MODULE_133 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_133 AARS1 CARS1 DARS1 EPRS1 FARSA GARS1 HARS1 IARS1 KARS1 NARS1 QARS1 SARS1 TARS1 VARS1 YARS1 MODULE_134 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_134 ACKR2 AVPR1A BDKRB2 C3AR1 C5AR1 CCKAR CCL13 CCR1 CCR2 CCR4 CCR5 CX3CR1 CXCR4 CXCR5 CXCR6 EDNRA EDNRB FPR1 FPR2 GALR3 GP1BB GPR17 HCRTR1 HTR7 MAS1 NPY1R NPY5R NTSR1 OPRK1 OXTR MODULE_135 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_135 BBOX1 CYP11A1 CYP11B2 CYP1A1 CYP1B1 CYP26A1 CYP27A1 CYP27B1 CYP2A6 CYP2B6 CYP2C18 CYP2C19 CYP2C8 CYP2D6 CYP2E1 CYP2J2 CYP3A4 CYP3A7 CYP4A11 CYP4B1 FMO3 FMO4 HMOX2 NOS1 PAH MODULE_136 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_136 AASS ABHD17C ABI3 ACKR1 ACSBG1 ACSM5 ACTR6 ACVR1 ADIPOR2 AGAP2 AKAP8L ALDH1B1 ALDOA ALG6 AMIGO1 AMOTL2 AMZ2 ANKRD1 ANKRD13A APTX ARHGAP15 ARHGAP45 ARID5A ART3 ASXL2 ATG16L1 ATG2A ATG4D ATP8A2 ATRN ATXN7 AURKAIP1 BAG3 BAIAP3 BARD1 BASP1 BCL2L13 BCL2L14 BCR BEGAIN BFSP2-AS1 BHMT2 BPIFA1 BPTF BRAP BRIP1 BSDC1 BTN2A1 C17orf75 C19orf73 C1orf116 C21orf62 CAAP1 CACNA2D3 CAND1 CAPRIN1 CCAR2 CCBE1 CCDC134 CCDC81 CCDC85C CCDC90B CCNG1 CCNH CCNL1 CD1A CD1D CD8A CD9 CDH22 CDH23 CDH4 CDH5 CDK11A CDK16 CEBPZ CELF2 CELP CENPK CEP162 CEP55 CHD1 CHD9 CHL1 CHST1 CHST9 CIP2A CITED2 CLCF1 CLEC2B CLUH CMTM6 CNKSR2 COCH COL6A3 COPE COQ8A CORIN CPNE1 CSF1 CST1 CTSZ CUL9 CXCL8 CYP1A1 CYP2A7 CYP2B7P CYYR1 DCANP1 DCLK1 DCTN3 DDX11 DDX17 DDX60 DEGS1 DES DEXI DHODH DHRS12 DIAPH2 DIO3 DIRAS2 DNAAF4 DNAJA1P5 DNAJC12 DPH5 DPYD DYNC2LI1 DZIP3 EARS2 ECEL1 EDN1 EEF1D EFCC1 EGFR EIF2B4 ELAC1 ELMO1 ELOB ELOVL2 ELSPBP1 ENPP1 EPHA7 EPS15L1 ERLIN2 ERMN ERVMER34-1 ESPN EYA3 F3 FABP2 FAF1 FAM220A FAR2 FBXO11 FBXW4 FGD6 FLJ13224 FMN1 FNBP4 FOS FOSL2 FPR2 FURIN GABPB1-IT1 GALNT3 GATA3 GEMIN4 GEMIN7 GJA1 GJA5 GJC2 GLB1L GLT8D1 GOLGA4 GOLGA5 GPATCH3 GPR68 GPSM3 GREB1 GSTM1 GSTM4 GSTZ1 HACD1 HBE1 HIVEP2 HMGN5 HNRNPDL HNRNPU HOXC4 HS1BP3 HSD17B12 HYAL2 IFI27 IFT80 IGKC IL18R1 IL1A IL1R2 IL1RL1 ILRUN IMMT INIP INO80B IPCEF1 ISCU ISYNA1 ITGA4 ITGAM ITGB5 ITK ITM2C IWS1 KAT2B KATNAL1 KATNIP KCNE4 KDM4D KDM5B KIAA1522 KIAA2013 KIF18A KLF13 KLHL36 KLHL4 KLHL41 KRT19 LANCL2 LARP1 LDAH LEPROTL1 LHPP LINC00160 LMO7 LMTK3 LRP3 LRRC19 LRRC4C LY86 LY9 LYL1 MAGED4B MAGEL2 MAP1S MAP4 MAP6D1 MAPK4 MAPKBP1 MBD5 MCMBP MCTS1 MED12L MED14 MED25 METTL22 MICALL1 MICB MLYCD MMP14 MMP7 MOB4 MOCOS MORC3 MPRIP MREG MRPL18 MRPL27 MRPL36 MRPL47 MRPS15 MST1R MSX1 MTMR12 MTTP MXRA8 MYBL2 MYEF2 MYH1 MYL12A NACAD NANS NCOA7 NECAP2 NEIL1 NELFB NEPRO NFIL3 NGF NME1 NMT1 NOL7 NOP53 NOP56 NR2E1 NRL NSUN3 NUP54 NUP58 NUTM2F NXF1 NXPH4 OBSCN OR2A1 OR7E12P OSBPL9 OTOR OXGR1 P4HTM PAPOLA PARS2 PAWR PCED1B PCGF1 PCSK5 PDCD2L PDCD5 PDCD6 PDE4D PGLYRP2 PHAX PHF3 PI4K2B PIF1 PIP4K2C PITPNC1 PKIA PLAAT4 PLEKHF2 PLEKHG1 PLEKHM2 PLGLB2 PLIN1 PNMA8A PNPLA2 POGLUT2 POLDIP3 PORCN POU6F2 PPIL2 PPP1CB PPP1R14D PPP4R2 PRDM1 PRDM8 PROM1 PRPF39 PTGS2 PTPRF PTPRT PTPRZ1 PTX3 PYCR3 PYGB QKI QSER1 RABGAP1 RALGPS2 RARB RBAK RBM7 REPIN1 RERE REV3L RFC2 RFX7 RHPN1 RNASEL RNF103 RNF220 RPRM RRAGD RXRA S100A5 SARAF SAV1 SCARA3 SCD SDC3 SELP SENP1 SF3A1 SFT2D3 SH2B3 SH3BP2 SIAH1 SIN3A SIPA1L3 SLAMF7 SLC11A2 SLC17A8 SLC19A1 SLC22A3 SLC25A27 SLC26A8 SLC43A1 SLC9A6 SLITRK1 SLMAP SLX4 SMAD3 SMG7 SNRNP25 SNX5 SOX1 SOX21 SOX6 SP140L SPAG9 SPNS1 SSBP4 STAMBPL1 STAT3 STRIP2 STRN SUGP2 SURF6 SV2B SYCP2 TAL1 TBC1D8B TBC1D9 TDP1 TESPA1 THEG THUMPD1 TIMELESS TIMP4 TLN1 TM9SF3 TMCC2 TMED3 TMEM120A TMEM121B TMEM144 TMEM161A TMEM248 TMEM250 TMEM62 TMEM97 TMLHE TNFRSF13C TNFRSF17 TNFSF4 TOR4A TP53 TRABD TRIM14 TRIM48 TRIM7 TRMT6 TRUB1 TSLP TTF2 TUBA4A TYMP UBE2J1 UFSP2 UGCG UNC79 UNKL USP30 USP36 UTP11 VAV1 VIT WDR19 WDR25 WDR46 WRNIP1 WSB2 XPO4 XRN2 YWHAB ZBTB5 ZBTB7A ZCCHC4 ZFP41 ZGRF1 ZKSCAN7 ZMAT4 ZMYM5 ZMYM6 ZNF107 ZNF117 ZNF143 ZNF202 ZNF264 ZNF292 ZNF318 ZNF566 ZNF638 MODULE_137 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_137 AAK1 AANAT ABAT ABCA3 ABCC5 ABCC8 ABLIM1 ABLIM3 ACSL1 ACSL6 ACTL6B ADH1A ADIRF AGT AHDC1 AKR1C1 AKR1C2 ALB ALCAM ALDH1A1 ALDH1A3 ALDH4A1 ALDH7A1 AMPH AMT ANGPT1 ANK3 ANOS1 APBA2 APBB1 APC2 APLP1 APOC1 APOC4 APOD APOE AQP1 AQP4 ARC ARHGDIG ARHGEF4 ARMCX2 ARNT2 ASCL1 ASIC1 ATOSB ATP1B1 ATP1B2 ATP2B2 ATP6V0A1 ATP6V1D ATP6V1G2 ATP9A B4GAT1 BAIAP3 BCAS1 BCL11A BDH1 BICD1 BIN1 BMERB1 BRD4 BTBD3 C1QB C3 CA11 CA12 CA2 CABP1 CACNA1A CACNA2D2 CACNB3 CACNG3 CADM1 CALB1 CALB2 CARTPT CBLN1 CBR1 CBX6 CCK CCND2 CD24 CDH11 CDH2 CDH22 CDH4 CDK18 CDKN1A CEL CELF2 CELSR3 CEP135 CFAP410 CGA CHGA CHGB CHL1 CHN2 CHRNB1 CHST1 CHST15 CITED1 CKB CKMT1B CLDN10 CLDN5 CLEC3B CLIP3 CNP CNTNAP2 COL6A2 COL9A2 COL9A3 CORO1A CORT COX7A1 CPE CRABP1 CRMP1 CRYAB CRYM CSH2 CSPG5 CSRP2 CTSF CX3CR1 CYB5R1 CYP2F1 DBN1 DBP DCLK1 DCX DDX17 DDX3Y DGCR2 DIRAS3 DKK4 DLG4 DLK1 DMBT1 DNAJB2 DNM1 DPP6 DPYSL3 DPYSL4 DTNB DUSP5 DUSP8 DVL1 DYNC1I1 EDA EDNRB EEF1A2 EFNA2 EFNB3 EFS EIF4EBP1 ELAC2 ELAVL2 ELAVL4 ELF3 ELMO1 ENO2 ENPP2 EPAS1 EPB41L3 EPHA4 EPHX1 EPN2 EVI2A EXD2 F3 FABP7 FADS2 FAM107A FAM131A FAT1 FAT2 FBXL7 FEV FEZ1 FGB FGF9 FGFR1 FGFR2 FGFR3 FKBP1B FOLR2 FOS FOXG1 FOXO4 FRZB FXYD1 FZD7 FZR1 GABBR1 GABBR2 GABRB3 GABRG2 GAD1 GADD45G GALR3 GAP43 GATM GET1 GFPT2 GJA1 GJB1 GLRB GNAO1 GNG12 GNG4 GNG7 GPC3 GPM6A GPRASP1 GPRC5B GPX3 GRIA2 GRIK1 GRIK5 GRIN1 GSTA4 GSTM1 GUCY1B1 H2BC21 HAGH HBB HMOX1 HPR HRAS HSPA13 HSPA2 HTR4 HTRA1 IFI27 IFIT1 IGFBP2 IGFBP3 IGFBP6 INHBB INPP1 INSIG1 INSM1 IQSEC1 ITGA6 ITGA7 ITM2A ITPKA ITPR1 KAT6B KCNA5 KCNJ4 KCNK1 KCTD17 KDM5D KHDRBS3 KIF21B KIF3A KIF5C KLHDC3 KLK6 KMT2A KRT17 KRT4 KRT86 KYAT1 L1CAM LAMA2 LARGE1 LDB2 LDOC1 LGR5 LHX2 LIPA LMO2 LMO4 LPL LY6H LZTS3 MACIR MAGI2 MAOA MAOB MAP2 MAP7 MAPK10 MAPK8IP2 MAPRE2 MAPT MAT1A MBP MDK MEF2C MEGF9 MEIS2 MLC1 MLLT11 MPP3 MT1G MTHFR MTMR9 MTSS1 MTUS1 MXD4 MYH11 MYLK MYO10 MYRF NAP1L3 NCALD NCAM1 NCAN NEBL NECAB3 NECAP1 NEFL NEFM NEO1 NEURL1 NFYC NHERF1 NID2 NNAT NOVA1 NOVA2 NPTX1 NPY NR4A1 NRG2 NRGN NRXN1 NTRK2 NUPR1 OLFM1 OMG ORM2 PALM PARD6A PARM1 PAX4 PAX6 PCBP4 PCDH9 PCK1 PCP4 PCSK1 PDE2A PDE4B PDGFRA PEG10 PENK PER1 PFKFB4 PHLDA1 PHYHIP PITPNB PKD1 PKIA PLAAT3 PLCB1 PLCH2 PLEKHB1 PLP1 PLXNA2 PLXNB1 POLR2J POMZP3 PPL PPP3CA PPP4R2 PQBP1 PRAME PRB4 PRKACB PRKCB PRKCZ PRPF19 PRPF6 PRSS2 PSD PSG7 PSPHP1 PTGDS PTK2B PTN PTP4A3 PTPRD PTPRN PTPRN2 PTPRO QDPR QPCT RAB11B RAB31 RAC3 RALGPS1 RASL10A RASSF2 RBMS3 RBP1 RCAN2 RELN RGS1 RGS4 RGS5 RGS7 RHBDL1 RHOB RIMS2 RIMS3 RNASE1 RND1 RND3 RNF144A ROR1 RPH3A RPS4Y1 RSBN1 RTN1 RUNDC3A RUNX1T1 RYR3 S100B SCAMP5 SCG2 SCG5 SCHIP1 SCN1B SCN2B SCO2 SCRN1 SELENOP SEPTIN5 SERPINA1 SERPINA3 SERPINI1 SETBP1 SFRP1 SGCE SH3BGR SH3GL3 SIX6 SLC17A7 SLC1A3 SLC1A6 SLC22A18AS SLC23A2 SLC2A3 SLC39A6 SLC6A3 SLIT1 SMARCD3 SNAP25 SNAP91 SNCB SNCG SNPH SNRK SOD3 SORBS2 SOX10 SOX4 SOX9 SPARCL1 SPHK2 SPOCK1 SPOCK2 SPP1 SPTBN2 SRPX SST SSTR2 ST18 ST3GAL5 ST6GALNAC4 STAT2 STK39 STMN1 STMN2 STOML1 STX1A STXBP1 SULT4A1 SV2A SV2B SYNE1 SYNGR1 SYT1 SYT5 TACC2 TAGLN3 TBC1D9 TBR1 TCEAL4 TENM4 TF TFAP2B THBS2 THBS4 THRA TIMM17B TIMP3 TLE1 TLE2 TM7SF2 TMCC2 TMEM47 TMSB15A TMX4 TNC TNF TNFRSF6B TRIM2 TRIM23 TRIM9 TRO TRPC4AP TRPM2 TSPAN7 TSPAN8 TSPYL2 TSPYL4 TTLL1 TUBGCP4 TUSC3 TYRO3 UBE2D1 UBL3 UBXN1 UCHL1 VCAN VGF VSNL1 WASF3 WDR7 WFDC2 WIF1 ZBTB16 ZBTB18 ZBTB20 ZIC1 ZIC2 ZP3 MODULE_138 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_138 ACR AGXT AOAH ARHGAP35 BDKRB2 BMP7 CASP9 CBR1 CDH11 CDK10 CHRNA2 CNN1 COL9A3 CP CRADD CRYBA4 CSF3R CXCL11 DEFA1 DELE1 DENND2B DGCR2 DHCR24 DHX8 DNTT DRP2 EGR3 ENG ERF ETS1 EXOSC9 EYA2 FAP FMO1 FOLR2 FXYD3 FZD2 GDF15 GPKOW GRK5 HBEGF HLX HNF1A HOXB5 HTR6 IL15RA KLK6 LTF MAPK1 MAPKAPK3 MAT1A MC1R MYL9 MYLK MYO5A NRG1 ORC1 P2RX4 PDGFRA POMZP3 PPP1R1A PPP5C PRKCQ PWP2 RAD54L RGS4 ROR2 S100A1 SAA1 SKIC2 SLC1A4 SLC6A11 SMAD3 SNX19 TARBP2 TBXAS1 THBS4 TNNI2 TOB1 TRIO TROAP VDR VIPR2 WASF3 XPA ZFR ZNF212 MODULE_139 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_139 AGR2 AIF1L ANKRD50 ANXA9 ARHGEF16 ARHGEF5 B3GNT3 BCAM BDH1 BLVRB BMP7 C4B CCN5 CDH1 CLDN4 CLDN7 CMAHP CRABP2 CYB5A CYBA DPYSL5 ELF3 EPCAM ERBB3 FBP1 FOXA1 GATA3 GCA GPR160 GSE1 ICA1 IRX5 ISOC1 ISY1 KRT18 KRT19 KRT8 MAGEA2 MAL2 MAN1A1 MLPH MNX1 MSI2 MSX2 MUC1 MYO6 NEBL NHERF1 NSUN7 NUP210L OCLN PDGFB PKP3 PRLR PRR15L RAB26 RASL10A RERG RGCC RHOB SCNN1A SELENBP1 SFT2D3 SLC4A10 SPINT2 ST3GAL5 SULT2B1 SYT12 SYT17 SYTL2 TFAP2C TJP3 TNFRSF25 TP53I11 TPD52 TRPS1 UBXN6 UCP2 VAV3 MODULE_14 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_14 ANGPT1 ANPEP CXCL8 EPAS1 FGF1 FGF2 FGF6 IL18 JAG1 MMP19 NRG1 TBXT TNFAIP2 TNFSF12 VEGFD MODULE_141 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_141 CLCNKA CLIC2 FXYD3 GABRA1 GABRA2 GABRA5 GABRA6 GABRG2 GLRA1 GLRA2 GLRB SLC12A2 SLC12A3 SLC26A3 SLC34A1 VDAC1 MODULE_143 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_143 B2M HFE HLA-A HLA-B HLA-C HLA-DMB HLA-DOA HLA-DOB HLA-DRA HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G MODULE_145 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_145 ABCC5 ALOX5 AMD1 ARHGAP4 ATP2A3 BACH2 BANK1 BCL2 BIN2 BLK BMX C3orf36 CACNG4 CAPRIN1 CD200 CD24 CD5 CDC25B CMKLR1 CNR2 COL19A1 COL4A4 CTLA4 CTSF CXCR4 DBP DEFA1 DGKD DIRAS2 DPEP2 FADS3 FAM53B FCER2 FCMR FCRL1 FCRL2 FCRLA FGR FOXP1 G6PC3 GABBR1 HDAC9 HMGN3 HSD17B11 HVCN1 ICOSLG IGHM IL1R2 IL24 IL4R IRF8 ITGB7 KCNA3 KIAA0753 LZTS3 MAP3K11 MARCHF1 MECP2 MED12L MED25 MED29 MX1 NCOA3 NEK11 NME1 NTRK3 ODF2L PALM2AKAP2 PCSK4 PDE2A PNRC1 PORCN PRMT3 PTCRA PTPRO PTX3 RABIF RAPGEF6 RCSD1 ROR1 RSAD2 RUBCNL SEL1L SHC2 SLC24A3 SLC27A5 SOX6 SPINT2 SPON2 SPPL2A ST7L TAP1 TCF7 TCL1A TMEM97 TNFAIP2 TOR1B TP53 TP53I13 TRDD3 TTLL2 TXLNGY TXNIP UNC5D USP2 UTY VANGL1 XIRP1 ZFHX2 ZFP36L2 ZNF395 MODULE_146 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_146 ACKR1 ACKR2 ADCYAP1R1 ADGRB3 ADGRE1 ADGRL1 ADORA2A ADRA1B ADRA2A ADRA2B ADRB1 ADRB2 AGTR1 AVPR1A AVPR1B BDKRB2 C3AR1 C5AR1 CALCRL CCKBR CCL13 CCR1 CCR2 CCR3 CCR5 CCR8 CHRM1 CHRNA4 CHRNB1 CHRNB4 CHRNE CMKLR2 CNR1 CRCP CX3CR1 CXCR4 CXCR5 CXCR6 DRD3 EDNRA EDNRB F2RL2 FPR1 FPR2 FPR3 FZD2 GALR3 GHRHR GNAT2 GP1BA GP1BB GPR17 GPR171 GPR182 GPR183 GPR3 GPR39 GPR65 GPR75 GRPR HCAR3 HCRTR1 HCRTR2 HRH1 HTR2B HTR2C HTR3A HTR4 HTR6 HTR7 LANCL1 LPAR1 LPAR6 LTB4R NPR3 NPY NPY1R NPY2R OPCML OPRK1 OR10H3 OR2F1 OXTR P2RY10 P2RY14 P2RY6 PDGFRL PRB4 PRPH2 PTGER1 PTGER2 PTGER3 PTGFR PTH1R PTH2R RGR RRH S1PR2 S1PR4 SSTR2 TACR3 VIPR1 MODULE_147 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_147 ACACB ACTA1 ADA ALG12 AUP1 BMP2 CBY1 CC2D2A CCN3 CD14 CD40 CDC42SE2 CHORDC1 CHRNA1 CKB CLIC4 CRNKL1 CTNNAL1 DBNDD1 DHODH DLK1 EFTUD2 EID1 ELL EXOSC4 FADS1 FKBP1B GABRA2 GATAD2A GATM GPER1 H3-3B HOXC4 IFT88 IL1R1 ITGA8 KLHDC10 KLK6 LAMTOR1 LEAP2 LIMCH1 LIMS3 LSM14A LYN MAPT MARCKS ME2 MECP2 MGAT3 MTMR2 MYLK2 MYO1C NCK1 NF2 NINJ1 NNT NPRL3 NTRK2 NUP54 NXN OXR1 PCGF3 PFDN4 PIF1 PLAUR PLPBP PNLIP PPP2R5C PPP2R5D PPP4R1 PRDM1 PRSS3 PSMD2 PTBP1 PTMA R3HDM1 RHAG RNF11 RNF4 ROPN1 RPL10 RPLP2 RXRB SARM1 SETDB1 SLC20A1 SLC25A16 SLC25A37 SLC9A1 SMYD5 SSR3 TAGLN3 TBC1D2B TECPR2 TGFB1 THOP1 THY1 TMEM97 TNFRSF14 TRAF6 TRAM1 TRIM4 TXNDC16 VASH2 WWP1 ZNF217 ZNF667 MODULE_148 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_148 ACOX1 AKR1C3 ALOX15 ALOX15B ALOX5 ALOX5AP CYP4F3 HPGD LTA4H PTGDS PTGES PTGIS PTGS2 MODULE_149 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_149 BZW1 EEF1A1 EEF1A2 EEF1B2 EEF1D EEF1G EEF2 EIF1 EIF3B EIF3C EIF3D EIF3E EIF3F EIF3G EIF3H EIF3I EIF4A1 EIF4A2 EIF4B EIF4EBP2 EIF4G2 EIF4H EIF5A EIF6 HSPB1 PABPC1 SEC11A SEC61A1 SRP19 SRP54 SRP9 SRPRA UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 MODULE_15 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_15 ACKR2 ACR ADA ADAM19 ADSL AHSG AIF1 AIMP2 AK2 AKR1C3 ALDH1A1 ANGPT1 ANPEP ANXA1 APEX1 APOC1 APRT ARHGAP4 ARHGDIB ARHGDIG ARHGEF6 ARL6IP5 ARPC4 ATF3 ATP2A3 BCKDHA BIRC2 BMI1 BNIP2 BOP1 BRD4 BYSL CAD CAPG CBX3 CCHCR1 CCND2 CCND3 CCNG1 CCT6A CD34 CD37 CD44 CD47 CD52 CD53 CD69 CDK2 CDK5R1 CDK6 CDV3 CEP250 CFAP410 CHST1 CKS2 CLDN9 CLEC2B CLIP2 CLN3 COPS2 COPS5 CORO1A COX7B CREG1 CRIP1 CRYBA4 CSF3R CSNK2A1 CST7 CTSC CXCL2 CXCL8 CXCR4 DARS1 DBP DDIT3 DDIT4 DDX21 DDX3X DDX3Y DGKA DKK4 DNM2 DNMT1 DOCK2 DOK1 DYRK1A EDA EDC4 EEF1E1 EFNA2 EIF2S3 EIF4EBP1 EIF5 ELMO1 EMP3 ETS2 EVI2B EWSR1 FABP7 FADS1 FADS2 FDFT1 FKBP5 FLNA FLT3 FOS FOSB FZR1 GADD45A GALNT1 GATA1 GATA2 GBE1 GLRX GMFG GMPS GNA15 GPA33 GPSM3 GYG1 H2AC6 H2BC12 H2BC21 H4C3 HAP1 HCLS1 HHEX HLA-DMA HLA-DQA1 HLA-DQB1 HMGN4 HMOX2 HNRNPA0 HOPX HPRT1 HSD17B10 HTR4 HTR7 HTRA2 ICAM3 IFI16 IGHM IL1B IL2RG ILF3 IMPA2 INPP5D INSIG1 IQGAP2 IRF5 ITGA2B ITGA4 ITGB7 ITM2A ITPA ITSN1 JARID2 JUN JUNB KCND3 KDM5C KIF21B KLHDC3 KRT18 KRT31 LAIR1 LAMP2 LAPTM5 LCP1 LCP2 LGALS9 LIPA LMNB2 LMO2 LMO4 LPIN1 LRBA LRPPRC LSM3 LSM4 LSP1 LST1 LYN M6PR MAFF MAGI1 MAN2B1 MAP2K3 MAP4K1 MAPKAPK3 MAPRE1 MBD4 MBNL1 MCM2 MCM3 MCM6 MDK ME2 MEST METAP1 MLC1 MLLT11 MME MPO MPP1 MRPL3 MSH2 MTA1 MYB MYC MYCBP MYO18A NCF4 NFIL3 NHERF1 NMI NOLC1 NRIP1 NSMAF NUDT1 OAS2 ORM2 P2RX1 PAICS PARP2 PCDH9 PCLAF PCNA PCOLCE PECAM1 PFKFB2 PIGC PIM1 PIM2 PITPNB PKN1 PLAAT4 PLCG2 PLEK PLIN2 PLK3 PMAIP1 PMF1 PNP PNRC1 POLA2 POLD2 PPP1R15A PPP2R5D PPP4C PPP5C PRG2 PRIM1 PRKACB PRKDC PROM1 PRPF19 PSD4 PSMA4 PSMB8 PSMB9 PSMC2 PTK2B PTP4A1 PTP4A3 PTPN12 PTPN7 PTPN9 PTPRC PTPRCAP PTTG1 PYGL RAB11A RAB8A RAC2 RAC3 RAP1A RGS1 RGS10 RGS2 RHOG RNASE2 RNPEP RO60 RPA1 RPA3 RRP1B RSRP1 S100A4 S1PR4 SATB1 SCP2 SEC22B SELL SEPTIN6 SERBP1 SERPINB1 SERPINE1 SERTAD2 SF3A1 SFPQ SHMT2 SLC25A46 SLC2A1 SLC43A1 SLC6A2 SLC7A11 SLIT2 SMARCD2 SNRPB2 SORD SOX4 SPINK2 SRGN SRSF2 SSR1 STMN1 STX10 SYNCRIP SYNGR4 TARBP1 TARBP2 TBXAS1 TCF12 TFAP2B TFDP2 TFRC TGFB1 TMX1 TNFAIP8 TNFRSF10B TNR TP53 TRAF2 TRANK1 TRO TSPAN3 TTLL12 TYMS UBE2J1 UBE2L6 UBXN1 UNG VAMP5 VAMP7 VBP1 VRK1 WAS WIZ WTAP YWHAE ZIC2 ZMIZ1 ZPR1 ZWINT ZYX MODULE_150 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_150 EEF1A1 EEF1A2 EEF1B2 EEF1D EEF1G EEF2 EFTUD2 EIF2S3 ELOB ELOC RPLP0 RPLP1 RPLP2 SRP9 TUFM MODULE_151 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_151 ABCC1 ACAA1 ACADM ACTR2 ADIPOR2 AIF1 ALDH9A1 AP2S1 APMAP APRT ARMT1 ARPC1B ARPC2 ARPC3 ATP5F1B ATP5F1E ATP5IF1 ATP5MC3 ATP5ME ATP5MF ATP5MJ ATP5PF ATP6V0B ATP6V0E1 B2M BCAP31 BEX1 BLOC1S1 BST2 BTF3 C19orf53 CANX CAPNS1 CARD19 CBX6 CCNDBP1 CCT3 CCT8 CD63 CDC37 CDC40 CES1 CHMP2A CHPF CIAO2A CIB1 CLEC2B CLIC1 CNIH1 CNPY2 COMT COX5B COX6B1 COX6C COX7A2 COX7B COX7C CPQ CSNK2B CST7 CTSC CYBA DAD1 DAP DDX3Y DHRS7 DPP7 DPY30 DYNLL1 ECH1 ECI1 ECPAS EDRF1 EEF1A1 EEF1B2 EEF1D EEF1G EEF2 EIF3E EIF3F EIF3G EIF3H EIF3I EIF3K EIF3M EIF4B ELOB ELOC ERP29 ERRFI1 ETFB EXOSC4 EXOSC7 FABP5 FDPS FKBP2 FUCA1 GAA GABARAP GABARAPL2 GADD45G GNG10 GPX1 GPX4 GRHPR GSN GTF2A2 GYG1 HIGD2A HINT1 HLA-A HLA-C HPRT1 HSBP1 HSPA8 IDH3B IL2RG IMP3 IMPDH2 INHBB KPNA4 KRT24 LBR LDHA LGALS3 LRPPRC LSM3 LSM5 LYZ M6PR MACROH2A1 MAGT1 MAPKAPK3 MB MDH1 METAP1 MFSD1 MGST1 MNDA MRPL21 MRPL33 MRPS18B MRPS24 MSI1 MTPN MYL12B MYL6 NACA NAP1L1 NCL NDUFA1 NDUFA13 NDUFA4 NDUFAB1 NDUFAF7 NDUFB1 NDUFB7 NDUFS4 NDUFS5 NDUFV2 NME2 NME4 NPM1 NSA2 OAT P4HB PCBP1 PCNA PFN1 PHB2 PIH1D1 PKM PLP2 PLTP PNP PPA1 PPIB PRDX1 PRDX4 PRDX6 PRELID1 PSMA2 PSMA4 PSMA6 PSMB1 PSMB4 PSMD10 PSMD6 PSMD8 PTMA PYGL RAB10 RACK1 RAD23A RB1 RBCK1 RBX1 RCN2 RHOG RNASEH2C RPE RPL10 RPL10A RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL23 RPL23A RPL24 RPL26 RPL27 RPL27A RPL28 RPL29 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36A RPL36AL RPL38 RPL39 RPL4 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPS10 RPS11 RPS13 RPS15A RPS16 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS27 RPS27A RPS27L RPS28 RPS3 RPS3A RPS4X RPS4Y1 RPS5 RPS9 RPSA RRP9 RSL24D1 RTRAF SDHB SEC11A SEC61B SEMG2 SF3B5 SLC25A5 SNRPB SNRPB2 SNRPC SNRPD2 SNRPE SNRPG SNX6 SOD1 SPG21 SRGN SRP9 SRSF2 SRSF7 SSBP1 STAU1 STMN1 STRAP TAF7 TIPIN TMEM230 TMEM59 TPD52L2 TPI1 TPRKB TPSAB1 TRA2B UBA52 UBL5 UCP2 UQCRB UQCRC2 UQCRFS1 UQCRH UQCRQ UXT VBP1 VDAC1 WDR83OS XPNPEP1 YWHAG ZFAND6 ZFP36L1 ZMPSTE24 ZNF451 ZNF525 ZNF706 ZNHIT1 MODULE_152 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_152 ABCF1 ACAA2 ACADVL AGXT ALAS1 AMT ATP2C1 ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5MC1 ATP5MC3 ATP5ME ATP5MF ATP5MJ ATP5PD ATP5PF ATP5PO ATP6AP1 ATP6V0A1 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0E1 ATP6V1B2 ATP6V1D ATP6V1E1 ATP6V1F ATP6V1G1 ATP6V1H BCKDHA BNIP3 BNIP3L CKMT1B CLN3 CLPP COX17 COX4I1 COX5A COX5B COX6A1 COX6B1 COX6C COX7A1 COX7A2 COX7B COX7C COX8A CYBA CYC1 CYCS CYP11B2 DECR1 ECH1 ECHS1 FH GATD3 GCSH GLUD1 GOT2 GPX4 HADH HADHA HAX1 HSPE1 IDH2 IDH3B LACTB MAOB MGST1 MRPL12 MRPL3 MTHFD2 NDUFA1 NDUFA2 NDUFA3 NDUFA4 NDUFA5 NDUFA6 NDUFA7 NDUFA9 NDUFAB1 NDUFB1 NDUFB10 NDUFB3 NDUFB5 NDUFB7 NDUFB8 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS8 NDUFV1 NDUFV2 NME4 PCCB PCK2 PRDX5 SCP2 SDHA SDHB SDHD SLC25A3 SLC25A5 SLC39A6 SSBP1 SUCLG1 SURF1 TIMM17B TOMM20 TRAP1 UCP1 UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRH UQCRQ VDAC1 MODULE_153 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_153 ALDH3A2 ATP2C1 CCN2 COL1A1 COL7A1 CRABP2 DSP EDA EMP1 EVPL FABP5 GJB5 HOXB13 KRT1 KRT13 KRT14 KRT15 KRT16 KRT17 KRT5 KRT6A KRT6B LAMA3 LAMB3 LAMC2 LCE2B PLOD1 PROX1 S100A7 SCEL SNAI2 SPRR1B TFAP2A WAS MODULE_154 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_154 ADRB2 AKR1C1 AKR1C3 ALDH1A3 ANGPTL4 ANXA8L1 AREG B3GNT5 BARX2 CA2 CALML3 CAV1 CAV2 CDH3 CLDN8 COL17A1 COL7A1 CSF2 CSTA CXCL1 CYP26A1 DMRT2 DSC3 DST DUSP6 EFNB1 EIF2B3 F2RL1 FASN FBN2 FGFBP1 FXYD3 GABRE GJB5 GPX2 HAS3 ITGA6 ITGB4 KLHL13 KLK10 KLK5 KRT1 KRT13 KRT17 KRT5 KRT6B LAMA3 LAMC2 LGALS7 LIPG LMTK3 MAOA MMP14 MRAP2 PGAP4 PI3 PPP1R14C PTGS2 PTHLH PTPRK ROPN1L S100A2 S100A8 S100A9 SAA1 SERPINB2 SERPINB5 SERPINE1 SPRR1B SPRR2C TENM2 TFPI2 TM4SF1 TP63 TRIM29 MODULE_155 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_155 AOC1 ATF6 BAG3 CCT4 CCT6A DNAJA1 DNAJC7 ERP29 FKBP1A HSPA8 HSPD1 HSPE1 KDELR1 KDELR2 KPNA2 KPNB1 LRPAP1 PDIA5 PDIA6 PPIC SSR1 SSR2 TNPO1 TOMM34 VBP1 MODULE_156 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_156 AHNAK AP2A1 CACNG4 COA8 COL6A1 CRYZL1 EVI2B IGHM IGLJ3 INTS11 MGA NCS1 NEUROD6 NUDT22 NUP107 PLAGL1 PLEKHA1 PTGIS RGS5 WWC3 ZNF185 ZNF266 MODULE_157 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_157 ABAT ADCYAP1 AFAP1 AIF1 ARHGAP4 ATF6B ATP6V1B1 AVPR1B AZGP1 CALB2 CCL2 CD22 CD33 CD34 CD8B CEACAM4 CFB CHI3L2 CHRNE CLCNKA CNTN1 CSRP3 CTF1 CYP2A6 CYP2F1 DLG4 DPEP1 DVL1 EDEM1 EFNA3 FEV FGR FLT1 FUT3 FUT7 GMPR GNA15 GNG4 GOLGA1 GRM4 HLA-DOB HSF4 IGHMBP2 IL2RG IRF5 ITIH4 KCNJ4 KDM5D KRT2 KRT31 KRT33B KRT6A KRT86 LIF MEF2C MLANA MME MPP2 MPP3 MPZ MR1 MVK MYBPC1 MYBPC2 MYOG NHERF2 NNAT NOS1 NR1D1 NTN3 OAS2 P2RX1 PAX8 PDE4A PFKFB3 PHKG1 POLA2 PRB4 PROC PSD PTPRN PTPRU RAPGEF5 RASL10A RCAN2 RGS16 S100P SLA SLC18A1 SLC30A3 SLC5A2 SLC6A9 SMPDL3B SPRR2C SPTB STAT4 STXBP1 TAF1 TBR1 TBXA2R TNR TUB VAV2 WNT10B ZKSCAN7 ZNF143 ZNF157 ZP2 MODULE_158 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_158 BLM BRCA2 CDC45 CDC7 CDK2 CENPE CENPF CHAF1A CHAF1B DDX11 FEN1 GMNN HMGB1 HMGB2 LIG1 MCM3 MCM6 NAP1L1 ORC1 PCNA POLA1 POLD1 POLD2 POLE POLE2 PRIM1 PRIM2 RBBP4 RFC2 RFC3 RFC4 RFC5 RNASEH2A RPA1 RPA3 RRM1 RRM2 S100A11 SSBP1 TENT4A TERT TOP2A TOPBP1 MODULE_159 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_159 AARS1 ABCF1 ARF4 ARF5 ARFIP2 ARL3 BZW1 CDC42 DHX30 EEF1A1 EEF1A2 EEF1B2 EEF1D EEF1G EEF2 EIF1 EIF2S1 EIF2S2 EIF2S3 EIF3C EIF3D EIF3E EIF3F EIF3G EIF3H EIF3I EIF3J EIF4A1 EIF4A2 EIF4A3 EIF4B EIF4EBP1 EIF4EBP2 EIF4G2 EIF4H EIF5 EIF5A EIF6 ELOB ELOC ETF1 GEM GNA12 GNAI2 GNAS GNL2 GSPT1 GTPBP6 KARS1 MX2 NARS1 NOLC1 R3HDM1 RAB10 RAB11A RAB13 RAB14 RAB1A RAB27A RAB2A RAB31 RAB5A RAB5C RAB8B RALA RALB RAN RAP1B RHOA RIT1 RRAGA SCG5 SEPTIN2 SEPTIN7 SLU7 SRP54 TUBA3C TUBB3 TUBB4B TUFM ZC3H11A MODULE_16 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_16 AANAT ACD ACKR2 ACR ACTN1 ADAM10 ADAM19 ADD2 ADNP ADRA1D ADSL AGPAT2 AHSG AIF1 AIMP2 AK2 ALAS2 ALOX5AP AMELX ANPEP ANXA1 AP1M1 APEX1 AQP5 AQP8 ARC ARHGAP4 ARHGDIB ARHGDIG ARHGEF2 ARHGEF6 ARID1A ARID3A ARPC4 ARSL ARTN ASNS ATF5 ATOSB ATP11A ATP1B2 ATP4A AURKB AVPR1B BASP1 BCKDHA BDH1 BLMH BMP1 BMP10 BOP1 BRD4 BUB1B C8B CAD CALU CAPG CARD10 CASP2 CCHCR1 CCL2 CCL3 CCL4 CCL5 CCL7 CCNA2 CCND2 CCND3 CCNE1 CCNF CCT6A CD22 CD33 CD47 CD53 CD8B CDA CDC20 CDC42EP1 CDK2 CDK5R1 CDKN2C CDV3 CELF2 CENPA CES1 CFD CFP CHAF1A CHST1 CITED2 CKS2 CLCNKA CLDN9 CNKSR1 COL2A1 COMP COPS2 COPS3 CORO1A CORT COX7B CPD CREG1 CRHR2 CRYAA CRYBA4 CSNK2A1 CST7 CSTA CSTF3 CTNNBIP1 CTSC CTSG CXCL8 CXCR4 CYBB CYP1B1 CYP2C18 CYP4B1 CYP4F12 DAPK2 DARS1 DCAF7 DDX11 DDX19A DDX21 DDX39A DKK4 DNMT1 DOCK2 DOK1 DOLK DPH2 DTX4 DUSP6 DVL1 ECE2 EDC4 EEF1E1 EFNA2 EIF2S3 EIF4EBP1 ELAVL2 EMP3 ENG ENTREP1 EPAS1 EPB41L3 ESPL1 ESRRA EXOSC2 F7 FADS1 FADS2 FAM107A FAM53B FCER1G FDFT1 FDXR FEN1 FEV FGR FHIT FLNA FLT3 FOXM1 FUT7 FZR1 GADD45A GALR3 GGH GJB5 GLA GLRX GMPR GMPS GNA15 GNAQ GPA33 GPR161 GPR183 GPR3 GPSM3 GRAMD4 GSPT1 GTF2H3 GTSE1 GYG1 GYPB H2AX H2BC12 H4C3 HAP1 HAT1 HCK HCLS1 HK3 HMGN4 HMMR HPRT1 HRG HSD17B10 HSF4 HSPB2 HTR3A HTR4 HTR7 ICAM3 IER3 IFIT1 IFNGR1 IFRD2 IFT25 IGF2 IGHG3 IKBKG IL2RG ILF3 IMPA2 INPP5D INSIG1 IRAK1 IRF5 ITGA10 ITGA2B ITGA6 ITGB2 ITSN1 JARID2 KCNAB1 KCND3 KCNJ4 KCNQ3 KDM5C KIAA0513 KIF11 KIF21B KLHL18 KRT31 KRT4 KRT86 KYNU LAIR1 LAMP2 LAPTM5 LBP LCP1 LCP2 LDLR LGALS9 LGR5 LIF LILRA2 LLGL2 LMNB1 LMNB2 LMO2 LPAR2 LPXN LRCH4 LRIT1 LRP3 LSM1 LSM3 LSM4 LSP1 LST1 M6PR MAD2L1 MAGI1 MAN2B1 MAP2K3 MAPKAPK3 MCM2 MCM5 MCM6 ME2 METAP1 MLC1 MME MMP15 MMP9 MNDA MPO MRPL12 MRPL3 MSH2 MSH6 MSMO1 MSX1 MYB MYBL2 MYC MYCBP MYL2 NCBP2 NCF4 NDC80 NECTIN1 NEURL1 NFKBIB NHP2 NMB NMI NOLC1 NPC1 NPM3 NR1D1 NRG2 NTSR2 NUDT1 NUP205 NUP50 NUP62 OAS2 ODF1 OGG1 ORC1 ORM2 OXCT1 P4HA1 PAICS PAX7 PAX9 PCLAF PCNA PDGFRA PFKFB2 PHF10 PIGB PIGC PIGR PKMYT1 PKN1 PLAU PLAUR PLCG2 PLEK PLEKHB1 PLIN2 PLK1 PLK3 PMM2 PNP POLA2 POLD2 POU4F1 PPP3CC PPP5C PRAME PRB4 PRELID3A PRG2 PRKCD PRKDC PROC PRPF19 PRRC1 PRTN3 PSD4 PSMA4 PSMG1 PTK2B PTP4A1 PTP4A3 PTPN7 PTPRC PTPRCAP PTPRU PTTG1 PXN PYGL QSOX1 RAB31 RAB5C RAB8A RAC2 RAC3 RAD54L RAP1A RASSF2 RBBP8 RCC1 RGS10 RHOG RIBC2 RNASE2 RNPEP RPA1 RPA3 RPS26 RPS6KA1 RREB1 RRM1 RRP1B RRP7A RRP9 S100A11 S100A4 S100A8 S100A9 S100P S1PR4 SBNO2 SCN2B SCN4A SDC1 SEC22B SEMA3F SEMA6C SERBP1 SERPINB1 SERPINB2 SFTPC SH3BP1 SHBG SHMT2 SIM2 SLA SLBP SLC16A3 SLC1A5 SLC25A1 SLC2A1 SLC2A3 SLC39A6 SLC43A1 SLC5A2 SLC5A6 SLC6A11 SLC6A6 SLC6A7 SLC7A11 SLC7A5 SLPI SMPDL3B SMS SNRPA1 SNRPB2 SNRPC SNX1 SORD SOX10 SPN SRGN SRRM2 SRSF2 SSR1 ST3GAL4 ST6GALNAC4 STMN1 STX10 SULT4A1 SYNCRIP TAF1 TARBP2 TBCD TBX1 TCF12 TCF7 TCIRG1 TDG TFDP1 TFDP2 TFRC TGFB1 TK1 TMEM106C TMEM97 TMSB4Y TMX1 TNF TNFAIP8 TNFRSF10B TNFRSF1B TNFRSF25 TNXB TOMM40 TOP2A TPX2 TRAPPC6A TRIM16 TRIP13 TTLL12 TUB TYMS TYR UBE2C UBE2E1 UGT2B15 UNG VAMP7 VBP1 VDAC2 VENTX VSIG4 WAS WEE1 WIZ ZBED4 ZIC2 ZMIZ1 ZMPSTE24 ZNF117 ZPR1 ZWINT ZYX MODULE_160 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_160 AARS1 CARS1 EPRS1 GARS1 HARS1 HARS2 IARS1 KARS1 KHSRP NARS1 QARS1 SARS1 TARS1 VARS1 YARS1 MODULE_162 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_162 EBP SLC10A1 SLC10A2 SLC12A1 SLC12A3 SLC15A1 SLC15A2 SLC16A2 SLC16A4 SLC16A7 SLC17A2 SLC24A1 SLC34A1 SLC5A5 SLC6A1 SLC6A11 SLC6A2 SLC6A3 SLC6A4 MODULE_163 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_163 ACBD6 ACE2 ACTN1 ACYP2 ADAM6 ADAMTS10 ADAMTS12 ADAMTS5 ADAMTS7 ADAMTSL1 ADARB2 ADAT3 ADORA1 ADPRHL1 AHSG AJAP1 AK1 AKAP4 AKR7A3 AKT1 ALKBH3 ANKRD26 ANKRD27 ANKZF1 ANO10 ANO3 APOBEC1 AQP2 ARHGAP45 ARHGEF25 ARMCX5 ARSB ART3 ASAP3 ASB12 ATP10D ATP2B3 AVIL BAAT BBOX1 BCAP29 BCAS1 BCAS4 BEND5 BEST3 BHMT BICD1 BLOC1S6 BMPR1B BORCS6 BORCS8-MEF2B BPESC1 BPIFA1 BSCL2 BSN BTBD8 BTC C11orf80 C21orf62 C22orf31 C2CD3 C4orf17 C8orf34 CA4 CABP5 CACNB4 CACNG4 CAPNS2 CAPZA2 CASR CCDC65 CCHCR1 CCL26 CCS CD5L CD72 CD99L2 CDC14A CDH10 CDKN2B CDO1 CDX1 CECR2 CELA2A CELA3A CELSR3 CFAP61 CHFR CHL1 CIRBP CLDN14 CLEC3A CNBD2 CNDP1 COBL COL20A1 COL4A4 CPA1 CPA6 CPED1 CPNE1 CRB1 CREB3L1 CRYGA CSMD3 CTPS2 CYP2E1 CYP39A1 DAO DDA1 DDIT4 DDN DDX39B DENND3 DGCR5 DGKI DHRS3 DIS3 DLGAP2 DLX3 DMWD DMXL2 DNAJC10 DNAJC22 DNAJC28 DNAJC30 DNMT3B DOCK1 DOP1B DPF3 DPM3 DRC7 DSCAM DSG1 DSG2 DYDC2 DYNC2I1 EDN2 EEF1G EFCC1 EGF EGR1 EIF3H EIF4EBP1 ELAPOR1 EMP2 EMSY ENTREP1 EPB41L4A EPHA7 EPS8L3 ERMN ERO1B ESPL1 ETAA1 EYA1 FAHD1 FAM135B FAM199X FAM234B FAM83D FASTKD1 FBXL5 FBXO5 FCMR FDX2 FETUB FEZ2 FGF5 FKTN FLNC FMNL1 FMO4 FOXF2 FOXJ1 FPR2 FSTL4 FXYD2 GABRA2 GABRA6 GALNT13 GALNT15 GCM2 GIMAP5 GIT2 GLT8D2 GNGT2 GPC4 GPC5 GPN2 GPR182 GPR35 GPRC5C GRB14 GRB2 GRIK2 GRIP2 GRP GSN GTF3C1 GTF3C4 GYPB H1-2 H2AC8 H4C3 HAS2 HCG4 HCRTR1 HCRTR2 HDAC9 HIC2 HIF3A HMBS HMGA1 HOOK1 HOXB13 HOXB8 HPCAL1 HRAS HSPB2 HTR2B HTRA2 IBSP ICMT ICOS ID2B IFFO1 IFT140 IFTAP IL17B IL1A IL33 INMT INPP1 INVS IRF4 ITIH5 ITLN2 KCNA4 KCNB1 KCNH3 KCNJ11 KCNJ4 KCNMB3 KCNS2 KCNV1 KIAA0319 KIF3B KLHL25 KLHL3 KLHL32 KLK11 KLK4 KLRG1 KMT5C KRT10 LAMTOR5 LILRA1 LINC00839 LINC01549 LRRC37A LRRC8D LRSAM1 LUM LY6G6C MAP1A MAPK15 MAPK9 MAPRE1 MCF2L MCOLN3 MCPH1 MED15 MEGF11 METTL16 MKI67 MPP4 MRGBP MRPL50 MRPS31 MS4A5 MUCL1 MXRA8 MYBPH MYCN MYH14 MYL2 MYO15A MYO15B MYO16 MYO3A MYT1L N6AMT1 NALCN NAT8 NCF1C NCF2 NDC80 NDUFA2 NECTIN2 NFATC2IP NFATC4 NLRP12 NLRX1 NOS2 NOTCH1 NOX4 NPC1L1 NPVF NRP1 NRXN1 NTRK2 NTRK3 NUSAP1 NXPE4 NXPH4 NXT2 OAS3 OPHN1 OR2I1P OR51E2 ORC6 OSTC OTOF OTX2 P2RX3 P2RX7 P2RY1 P2RY6 PABPC3 PALLD PAX2 PBK PCA3 PCDHB15 PCDHGB6 PCNP PDE5A PELI2 PER1 PERP PEX11B PFAS PGAP3 PGLYRP4 PGS1 PHKG1 PHYHIP PIMREG PLA2G12B PLA2R1 PLAAT5 PLCD1 PLPPR4 PLXDC2 PLXNA1 POF1B POLE2 POLR3B POPDC2 PPAT PPDPF PPFIA2 PPP1R13B PRDM10 PRKACB PRKAG3 PRR5L PRRG3 PRSS3 PSCA PSD2 PSG6 PTPRR PURG R3HDM2 RAB27A RAB3C RAB7B RAD21 RAD51AP1 RANBP3 RASL12 RBM15 RBM17 RBM23 RBM42 RBMS1 REG1B REM2 RETREG2 RFX7 RGS14 RGS16 RGS8 RHO RHOT1 RIPK4 RIPPLY1 ROBO4 RP2 RPS2 RTTN S1PR5 SAG SAGE1 SAMHD1 SANBR SAYSD1 SCAPER SCGB3A2 SEMA6B SEMA6C SEMG1 SERGEF SERPINB5 SERPINE1 SEZ6L2 SFTPD SGSH SH3RF1 SH3TC1 SHISA3 SIAH1 SIPA1L2 SKAP2 SLC15A2 SLC22A2 SLC22A8 SLC25A28 SLC26A3 SLC2A9 SLC35A5 SLC39A7 SLC52A1 SLC66A1L SLC6A16 SLC7A10 SLC7A9 SLCO1A2 SLITRK5 SLURP1 SMPD2 SNURF SNX10 SNX8 SOHLH2 SOX1 SPACA9 SPATA31A7 SPDEF SPINK1 SPO11 SPP2 SPRTN SPZ1 SRP54 SRPK3 SRXN1 ST6GALNAC1 STAR STC2 STK25 STK32B STK38L STRA6 STX11 STX1B STXBP1 STYXL2 SUSD4 SYN1 SYNGAP1 SYNPO2L SYT4 TAF4B TAFA5 TBC1D8B TBL3 TBX5 TBXT TCIM TCL6 TCTN1 TDRD7 TDRKH TENT5B TERT TEX14 TGM3 TGM4 TGM7 THAP10 THSD7A TINCR TIRAP TLL2 TLR7 TLX1 TLX2 TMA7 TMC5 TMCC3 TMED5 TMEM106C TMEM200A TMEM231 TMEM30A TMEM40 TMEM45A TNNT1 TOMM22 TOR2A TOX2 TOX4 TP53 TPK1 TRAPPC6A TRPA1 TSHB TSPAN8 TTC22 TTI1 TTN TULP1 TXNDC12 TXNDC5 TXNIP TYMP UBE2C UBE2E1 UMOD UPB1 UPF3B URB1-AS1 USP6 UST VAMP5 VAMP8 VIL1 VPS45 VWA1 VWF WDR46 WDR75 WNT10B WNT4 XKR4 XPNPEP2 ZBTB25 ZCCHC4 ZDBF2 ZNF175 ZNF195 ZNF211 ZNF214 ZNF333 ZNF343 ZNF365 ZNF408 ZNF462 ZNF649 ZNF777 ZNF79 ZNF821 MODULE_164 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_164 A2M AGT AMBP ANXA1 ANXA2 ANXA3 ANXA4 ANXA5 APLP2 BIRC5 C3 C4B C5 CDKN1A CDKN1C CDKN2A COL6A3 COL7A1 CST1 CST3 CST4 CST6 CST7 CSTA CSTB DNAJC3 GCKR GMFG HRG ITIH2 ITIH3 PEBP1 PI3 PKIA PPP1R1A PSMF1 PTN SCGB1A1 SERPINA6 SERPINB1 SERPINB3 SERPINB5 SERPINB6 SERPINB8 SERPINC1 SERPIND1 SERPINE1 SERPINF1 SERPINF2 SERPING1 SFN SLPI SPINK1 SPINT2 SPP2 TFPI TFPI2 TIMP1 TIMP2 TIMP3 WFDC2 MODULE_165 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_165 BCL2A1 C5AR1 CCL19 CD247 CD27 CDK1 CEACAM5 CEL CELA2B CFP CITED2 CLEC2B CPA1 CSF3R CXCL10 CXCL9 DBN1 DDX17 DEFB1 DNTT ETS2 FABP1 FCN1 FLT3 FOXG1 FXYD2 FYB1 GPX2 GSTA2 GZMK HCK HK3 HMGCS2 HSPA6 IRAG2 IRF8 ITGAM ITGB7 KRT13 LCP2 LGALS4 LILRA2 LIPA LYN MELK MLLT11 MNDA MPO MS4A1 MSMB NCF1C NCF2 NCF4 NINJ1 NKG7 NPAS1 NPY PCP4 PFKFB4 PLA2G7 PLEK PLIN2 POU2AF1 PRSS1 PRSS3 PRTN3 PTGS2 RAC2 RBM38 RHOH RPA1 RRM2 S100P SECTM1 SEMA4D SEPTIN6 SNAP25 SPI1 SPINK1 TLR1 TSPAN8 UMOD MODULE_166 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_166 ABCB8 ACBD6 ADCY7 ARSA ASB16 AVIL C4BPB CHAMP1 CRY1 CSF1R DGAT2 DIPK2B DNAH11 DOCK1 ELN EPB41L2 ETV5 FNTB H3C4 HOXD1 IL1RL1 INA INPP5B KDM7A MIF4GD NEFH NMT2 NR1H3 NT5DC2 NUP88 PAK1IP1 PECAM1 PHYHIP PKD1 PLEKHB2 PRSS2 PSMD7 PTH1R RSF1 SARS1 SEC61G SHLD2 SLC12A5 SLC23A2 SMG5 ST7L TAF7 TPT1 TRIP12 WNT2 ZC3H3 ZNF106 ZNF160 MODULE_168 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_168 CBX1 CENPA CENPE CENPF CHD3 H1-0 H1-2 H2AC18 H2AC6 H2AC8 H2AX H2AZ1 H2BC11 H2BC12 H2BC13 H2BC21 HMGB2 HMGB3 MAP2 MAP7 TERF2 TOX MODULE_169 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_169 ABCC1 ADA AGA AHR AICDA ASB13 ATP2C1 BCL2A1 BCL6 BCL7A BIK BMP7 CACNA1A CAMK4 CCL3 CCL4 CCL5 CD2 CD3D CD86 CDK6 CLGN CR2 CREG1 CRIP2 CRLF3 CYBB DAPK1 DDA1 DENND3 DHRS9 DTX1 DUSP2 FOS GNG10 H1-2 HCK HEATR5A HLA-DOA HTR3A ID2 IER3 IL15RA IL2RB IL32 IL7R ISG15 ITGA4 ITGB2 JUP KAT2A KCNJ5 KLF10 KLHL6 KLRK1 LINC01949 LMO2 MAL MICAL2 MME MT2A MYBL1 NPIPB3 PAG1 PCDHGC3 PRKAR2B PSMB8 RGL3 RGS1 RGS13 RGS16 RIPK3 SCAND2P SCD SERPINA5 SLC2A5 SLC39A10 SMAD7 SON SORL1 STAG3 STIM2 STK17A STMN1 SVEP1 TNFAIP8L2 TNS3 TOX TP73-AS1 TRIB2 TSPAN7 TXN ULK1 USP2 XCL1 ZNF16 ZNF608 MODULE_17 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_17 ABCF1 ACAT2 ACBD3 ACOT7 ACSL3 ADIPOR2 AHCY AHCYL1 AIMP2 AK2 AKR1C1 ALDH1A2 ALG8 ANGPT1 ANXA1 AP1M1 APEX1 APOBEC3B APOC1 APOE APRT ARID3A ARL4A ASNS ATIC AURKB BCL2L1 BLMH BLVRB BMS1 BOP1 BYSL C5orf15 CAD CALU CBX3 CCNA2 CCNB1 CCNB2 CCND3 CCNG1 CCT4 CCT6A CD24 CD3D CDC20 CDC34 CDC42EP1 CDC45 CDK1 CDK16 CDK2 CELF2 CFHR1 CHAF1A CHPF CIAO1 CKAP5 CKS2 CLN3 CLPP COL15A1 COLGALT2 COPS2 COPS3 COPS5 COX7B CRYZ CSH2 CSNK2A1 CTSC CYB5B CYP2F1 DAP3 DARS1 DDHD2 DDIT3 DDIT4 DDX1 DDX11 DDX21 DDX39A DECR1 DHRS3 DHX30 DHX9 DLK1 DNM2 DNMT1 DPH2 DTYMK EBP ECI1 EEF1E1 EIF2S3 EIF3I EIF4EBP1 EIF5 EMP3 EXOSC8 EZH2 FADS1 FDFT1 FDPS FEN1 FKBP8 G0S2 GADD45A GART GATA1 GATA2 GDF15 GET1 GFPT1 GJB1 GMPS GNL2 GOT1 GSPT1 GTF2A2 GTF2E2 H1-2 H2AC6 H2AX H2BC11 H2BC12 H2BC13 H2BC21 HES1 HHEX HIC2 HMGCR HMGCS1 HMGN4 HMMR HOXB2 HPRT1 HSD17B10 HSF1 IARS2 IER3 IFT25 IGBP1 IGF1 IGF2BP3 IGFBP4 IL27RA IL2RG ILF3 IMMT INPPL1 INSIG1 IPO7 ISG15 ITGB3BP ITGB5 ITPR3 JUNB KDM5C KHDC4 KIF14 KIF2C KLHDC3 KRT18 KRT19 KRT4 LAPTM5 LDLR LMNB2 LMO2 LPCAT1 LRPPRC LSM14A LSM3 LSM7 LTBR MAGEA2 MAGEA3 MAPK6 MAPRE1 MARCHF6 MBD4 MCFD2 MCM2 MCM3 MCM6 MCM7 MDK METAP1 MLLT11 MRPL12 MRPL3 MRPL40 MRPL47 MRPS12 MRPS27 MSH2 MSMO1 MTA1 MTHFD1 MTREX MYB MYC NAP1L1 NDUFS2 NDUFS6 NECAB3 NFE2L2 NHP2 NMI NMU NNMT NOLC1 NPC1 NUDT1 NUP153 NUP205 NUP93 ORC1 P4HA1 PAICS PCLAF PCNA PDCD10 PES1 PHLDA2 PIGC PIM1 PIM2 PKMYT1 PLK1 PNP POLD2 POLE3 POLRMT PPP2R2A PPP2R5D PPP4C PRAME PRIM1 PRKCB PRKDC PRPF19 PRPF40A PRSS2 PRSS3 PSMA3 PSMA4 PSMB7 PSMC2 PSMC4 PSMC6 PSMD14 PSMD4 PSMG1 PSPH PSPHP1 PTP4A3 PTPN12 PTPRC PTTG1 PYCR1 PYGL RAC2 RAC3 RANGAP1 RARS1 RBBP4 RBBP7 RBCK1 RBM42 RCC1 RFC4 RGS10 RHOG RIDA RNASEH2A RNPEP RPA3 RRP1B RRP9 RTCA S100A11 SCP2 SDHB SEC11A SEC13 SEC24C SERPINH1 SF3A1 SF3A2 SF3A3 SHMT2 SLC1A5 SLC25A46 SLC29A1 SLC2A3 SLC43A1 SLC4A2 SLC7A5 SMARCA4 SMC1A SMS SNCG SNRPA1 SNRPB2 SNRPC SNRPF SNW1 SORD SQLE SRP19 SRP54 SRPK1 SRPRA SRRM2 SRSF2 SSBP1 SSR1 ST6GAL1 STMN1 TBCE TCAP TCF12 TFAP4 TFRC TGM2 TIMM17B TK1 TMED3 TMEM158 TMEM259 TMX1 TNFRSF10B TNNT1 TOMM40 TOP2A TPX2 TRAPPC6A TRIB2 TRIP13 TRPC4AP TTK TUSC3 TYMS UBE2L6 UBE2M UBXN1 UCK2 UGCG VAMP7 VBP1 VDAC2 VEGFA VRK1 VSIG4 WEE1 ZBTB5 ZIC2 ZNF175 ZNF451 ZNHIT3 ZWINT ZYX MODULE_170 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_170 A2M AIF1 APOL3 BBS2 C3AR1 CCL11 CCL14 CCL18 CCL2 CCL21 CCL5 CCN1 CCND2 CCR1 CCR2 CCR5 CD14 CD151 CD63 CDH13 CEBPD CPM CSF1R CTSB CTSL CXCL12 CXCL9 CXCR6 CYBB CYP1B1 CYP27A1 DAB2 DAPK1 DCTN3 DES DLC1 EARS2 FADS1 FAP FCER1G FCGR1A FCGR2A FN1 FPR1 FTH1 FTL GAS6 GBP1 GBP2 GJB1 GNLY GPX1 GZMK HBA2 HLA-DOA IER3 IFI30 IFITM1 IFITM2 IFITM3 IL1R1 IL2RB IL32 IL3RA ITGB2 ITGB5 KCTD12 LAG3 LGMN LMO2 LPAR6 LYZ MAPK12 MGLL MMP1 MMP2 MMP9 MYLK NXPH3 PCDH9 PDGFRA PDGFRB PLPP3 S100A4 SPARC SRRM2 TBC1D8B THBS1 TIMP1 TIMP2 TIMP3 TNFAIP6 TNFSF10 TNFSF13 TYROBP VCAM1 VIM VMP1 VWF ZNF347 MODULE_171 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_171 ABTB1 ADAM19 APOL3 AQP9 AXIN1 BANK1 CACNG4 CAMK4 CARD16 CCDC186 CCL18 CCL7 CD14 CD2 CD200 CD3D CD48 CD5 CD79A CD86 CD8B CEBPD CFB CHST15 CMAHP CMKLR1 CNRIP1 CPVL CSF3 CTSL CXCL13 CXCL9 CXCR6 CYP1B1 DBP DEFA1 FADS1 FAM53B FOXP1 FPR1 GBP1 GBP2 GMCL1 GNLY GZMA HBA2 HELZ2 HLA-A HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB3 HVCN1 IFI35 IFI44 IFI44L IFIT1 IFIT5 IFITM1 IFITM2 IFITM3 IGHG3 IGHM IGKC IGLJ3 IL10RA IL15 IL2RB IL3RA IL7R ISG15 ISG20 KCNA3 KCNQ5 KCTD12 KIAA0753 KLF6 KLRK1 LAMP3 LGMN LILRB1 LIMD2 LPAR6 MAL MCU MS4A1 MX1 MX2 NEK11 NLRC5 OAS1 OAS3 P2RY10 PELI1 PLSCR1 PNMA8A PNPT1 POLR3B PPP1R16B PTPRCAP PTTG1 RNF31 RRP15 S1PR1 SAMHD1 SAMSN1 SDC2 SELL SELP SERPINA5 SLC40A1 SLC7A7 SP110 STAG3 STAT2 STK31 SYNE2 TCF7 THBS1 TNFAIP6 TNFRSF25 TNFSF10 TPTE2 TREM1 TRIM22 TTC30A TTLL2 TXLNGY TXNIP UNC5D UNC79 USP30 UTY VCAM1 XCL1 ZNF292 MODULE_172 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_172 ACE ACOX2 ACY1 ADAM9 AEBP1 ALDH5A1 ANPEP APOC1 APOC2 APOC3 BAAT BMP1 C1R C1S C2 CAPN2 CAPN5 CASP1 CASP4 CELA3A CFB CFI CHIT1 CPA3 CPB2 CPM CPN1 CTSB CTSC CTSD CTSE CTSK CTSL CTSO CTSS DPP4 ENPEP F10 F12 F2 FAP FOLH1 FURIN GALE GALT GZMA GZMB GZMK HMGCS1 HMGCS2 HP HPN IGF1 KLK10 KLK6 LAP3 LGMN LIPA LIPC LYZ MMP1 MMP11 MMP12 MMP13 MMP14 MMP15 MMP2 MMP3 MMP7 MMP9 MST1 NAPSA NEDD8 OLR1 PEPD PGC PLA2G2A PLA2G7 PLAT PLAU PLCG2 PLG PRDX6 PROC PROZ PRSS2 PRSS23 PRSS8 PSMB9 SORD TIMP1 TMPRSS2 TPSAB1 UBD WFDC2 XPNPEP1 MODULE_173 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_173 ADORA2B ADRA2A C5AR1 DUSP2 DUSP4 DUSP6 DUSP8 EGF FGF2 FGFR1 FPR1 GADD45G KCNH2 RGS3 RGS4 TAB1 MODULE_174 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_174 ACR AGXT AOAH ATP1B1 C3AR1 C5AR1 CBR1 CCR1 CD14 CD68 CDH11 CDK10 COL1A2 CP CSF3R CYP27A1 DEFA1 DGCR2 DHCR24 DNM2 DNTT DOK1 DRP2 DUSP2 EDC4 ELAVL1 ENG ETS1 EYA2 FN1 FOLR2 FOXM1 FXYD3 FZD2 GDF15 GNA15 GRB7 GRK5 HBEGF HLX HNF1A IER3 IFI27 IL2RB KDM5C LAG3 LGALS3BP LGMN LPCAT3 LTF MAN2B1 MAT1A MGAT1 MMP12 MT1H MT2A MYL9 MYLK NINJ1 NNMT NRG1 ORM1 P2RX4 PDXK PIEZO1 PLD3 PLOD1 POMZP3 POSTN PPIB PPP5C PRRX1 RAB31 S100A1 S100A9 SAA1 SECTM1 SEMA4D SKIC2 SLAMF1 SNX19 SOD2 SPI1 SUPT5H TARBP2 TAX1BP3 TBXAS1 THBS4 TLR1 TNNI2 TOB1 TRIO TRIP10 VIPR2 WASF3 MODULE_175 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_175 ANK1 AOAH AQP1 ARHGAP35 CACNG1 CCR1 CD1C CD3G COG2 COL18A1 CR2 CX3CL1 CYLC2 DHCR24 EPHA2 GPR176 GPR183 HMGCR HOXB5 HRC HTR3A IGF1R IL15RA IL2RB IL6R KLHDC3 LTBP1 MTF1 PDE2A PHLDA1 PLOD1 PLOD2 POLR2C PPARD PRKCH RAB4A RGPD5 SEMA4D SLC11A1 SNTA1 SP140 TAX1BP3 TCN1 TCP10L3 TERT THBS4 TM4SF4 TNK1 TNNT3 TRIM29 TRIP10 UBE2G1 ZBTB16 ZNF212 MODULE_176 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_176 A2M AADAC ACR ACSM3 ADCYAP1R1 ADH1B ADRB2 AGXT ALDH1A3 ALDH3A2 ALOX15 AMELY ANGPT1 ANK3 APLP1 APOH AQP4 ARSB ASGR2 AZGP1 BAAT BRME1 C1R C1S C5 C7 CASR CAV1 CBLN1 CCL17 CCL20 CCL4 CD163 CDH17 CDH2 CDKN1C CEACAM1 CETP CHGA CHGB CHI3L2 CLDN10 COL15A1 COL3A1 COL5A2 COX7A1 CP CPS1 CRHR2 CRMP1 CSF2RB CSH2 CTSK CX3CR1 CXCL2 CXCL3 CYP1B1 CYP2A7 CYP2B6 CYP2D6 CYP2J2 CYP3A7 DDC DEFB1 DHRS2 DPEP1 DPP4 DPP6 DPYSL3 DVL1 EDA EFNA5 EHHADH EPAS1 EPHB1 ERCC8 ETV3 EYA2 F3 FABP4 FCGR3A FHL2 FPR1 FUT7 GABRB3 GAD1 GAP43 GAS1 GATA1 GATA2 GATM GBP1 GJB1 GLRA2 GPC3 GPX3 GRIK1 GRK5 GRP GSTM3 GSTM5 HPGD HRK IGF1 IGF2 IL3 ISL1 ITGA3 ITIH2 ITIH3 JAK3 KCNB1 KCNJ15 KIAA0040 KIR2DL4 KLHDC3 KLRC1 KRT13 KRT4 KRT86 KRTAP5-9 KYNU LAMA3 LGALS4 LRRC32 LUM LY6D MAOB MEF2C MEOX1 MFAP5 MLC1 MMP3 MYBPC1 MYH2 MYOG NAT2 NELL1 NEO1 NEUROD1 NFKBIL1 NMU NNAT NOS1 NOVA1 NPTX1 NPY NPY1R NRG1 NTRK3 NTSR1 OLFM1 OMG P2RX1 PAH PAX5 PCP4 PDK4 PLXNB1 PMEL POU2F2 PPP3CA PRKCQ PSG6 PTH1R PTPRD PTPRG PTPRO PTPRR PTPRS QPCT RAPGEF1 RBMY1A1 RBP4 RCAN2 RGN RGS7 RND3 ROR1 RPS6KA2 RREB1 RXRG S100A5 S100P S1PR1 SCG2 SCN4A SCTR SDS SELENOP SERPINA6 SERPING1 SFN SIM2 SLC28A1 SLC34A1 SMTN SOX9 SPARCL1 SPRR1B SRPX ST6GAL1 SYT1 TCF15 TCN2 TCP10L3 TF TFPI2 TGFA TGM3 THBS2 TIMP4 TMSB15A TNC TNFRSF11B TNNT3 TNP1 TRIM29 TSPAN8 TYR TYRP1 UGT1A6 UGT2B10 UGT2B7 UGT8 UMOD WASF3 WFDC2 WT1-AS ZNF143 MODULE_177 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_177 ACTR1B AIF1 ALDH18A1 ALOX5 AMD1 ARHGDIB ARPC1B ARPC4 BGN BST2 BTG1 CAPRIN1 CBX3 CD48 CD52 CD53 CD83 CDC20 CDKN3 CLN3 CNP CRIP1 CSNK2A1 CUL4A DDOST DEK DNMT1 DPH1 DUSP6 EDEM1 EIF5 FABP5 FAM53B FKBP5 GDI2 GLRX GNB1 GYPC H2AX HCLS1 HLA-DMB HLA-DQA1 HMGB2 HMGN4 HNRNPA0 IFI16 IFIT3 IGF2R IL2RG IL4R ISG20 ITGAL JAK1 KYNU LBR LCP1 LMO2 MCM2 MPP1 MX2 NEU1 NFKB1 NFKBIA NMI NNT NR3C1 NUTF2 OAS1 PBXIP1 PLCG2 PRMT5 PSG11 PTGES3 PTPN6 PTPN7 PTPRC RANBP1 RASA3 RGS1 RGS19 RHOB SCARB1 SGK1 SLA SORL1 SSR1 ST3GAL1 SUSD6 TFRC TMED2 TNFAIP3 TOP2A TRAM1 TRIM22 TYK2 UBE2D3 UBE2I UBE2S UCP2 VAMP7 VHL MODULE_178 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_178 ANGPT1 ANPEP CXCL8 EPAS1 FGF1 FGF2 FGF6 IL18 JAG1 KDR MMP19 NRG1 TBXT TNFAIP2 TNFSF12 VEGFC VEGFD MODULE_179 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_179 AASS ABHD17C ABI3 ACE ACKR1 ACSL1 ACSM5 ACTR6 ACVR1 ADAMTS3 ADIPOR2 AGAP2 AHNAK AKAP8L ALDH1B1 ALDOA ALG6 ALKBH4 AMIGO1 AMOTL2 AMY2B AMZ2 ANKFY1 ANKRD13A ANXA1 APTX ARG1 ARHGAP15 ARHGAP20 ARHGAP45 ARID5A ART3 ASXL2 ATG16L1 ATG2A ATG4D ATP8A2 ATRN ATXN7 AURKAIP1 BAG3 BAIAP3 BASP1 BCL2L13 BCL2L14 BCR BEGAIN BFSP2-AS1 BGN BPIFA1 BPTF BRAP BRIP1 BSDC1 BTN2A1 C17orf75 C19orf73 C1orf116 C21orf62 CACNA2D3 CAND1 CBLN1 CCAR2 CCBE1 CCDC134 CCDC81 CCDC85C CCDC90B CCL11 CCL2 CCNL1 CD163 CD1A CD1D CD8A CDH22 CDH4 CDH5 CDK11A CDK16 CEBPZ CELF2 CELP CEP162 CHD1 CHD9 CHL1 CHST1 CHST9 CIP2A CITED2 CLCF1 CLUH CMTM6 CNKSR2 CNOT6L COCH COL6A3 COPE COQ8A CORIN CSF1 CSF2RB CST1 CTSZ CUL9 CXCL10 CXCL8 CYP1A1 CYP2A7 CYYR1 DCAF15 DCANP1 DCLK1 DCTN3 DDX60 DES DEXI DHODH DIO3 DIRAS2 DLC1 DNAAF4 DNAH11 DNAJA1P5 DNAJB9 DPYD DYNC2LI1 DZIP3 EARS2 EEF1D EFCC1 EFS EIF2B4 ELAC1 ELOB ELOVL2 EPB41L4B EPHA7 EPHB6 EPS15L1 EREG ERLIN2 ERMN ERVMER34-1 ESPN EYA3 FABP2 FAF1 FAIM FAM169A FAM220A FAR2 FBXO11 FBXW4 FGD6 FGFR1 FLJ13224 FMN1 FN1 FNBP4 FOS FPR2 FUCA1 FURIN GABARAPL2 GABPB1-IT1 GEM GEMIN7 GJA1 GJA5 GJC2 GLB1L GM2A GOLGA4 GOLGA5 GPATCH3 GPR26 GPR68 GPSM3 GREB1 GSN GSTM1 HACD1 HBE1 HIF1A HIVEP2 HMGN5 HNRNPDL HNRNPU HOMER2 HS1BP3 IGKC IL13RA1 IL18R1 IL1A IL1R2 IL1RL1 ILRUN IMMT INIP INO80B IPCEF1 ISYNA1 ITGA4 ITGAM ITGB1 ITGB5 ITK ITM2C IWS1 KAT2B KATNAL1 KATNIP KCNE4 KDM4D KDM5B KIAA1522 KIAA2013 KIF18A KLHL36 KLHL4 KLHL41 KRT19 LACTB LANCL2 LAP3 LARP1 LDAH LEPROTL1 LGALS3BP LINC00160 LMTK3 LNPK LPL LRP3 LRRC14 LRRC19 LRRC4C LRRN3 LY86 LY9 LYL1 LYZ MAGED4B MAL2 MAP2K6 MAPK4 MAPKBP1 MBD5 MCMBP MCTS1 MED12L MED25 MED28 METTL7A MFSD1 MICALL1 MICB MLYCD MMP14 MMP7 MMP9 MOB4 MOCOS MORC3 MPRIP MREG MRPL18 MRPL27 MRPL36 MRPL47 MRPS15 MST1R MTMR12 MXRA8 MYEF2 MYL12A NACAD NADSYN1 NANS NCF2 NCOA7 NECAP2 NEIL1 NELFB NELFCD NEPRO NFIL3 NGF NME1 NOL7 NOP53 NR2E1 NRL NSUN3 NUP54 NUP58 NUTM2F NXPH4 OBSCN OR2A1 OR2F1 OR7E12P OSBPL9 OTOR OXGR1 PAPOLA PAQR5 PARS2 PAWR PCED1B PCGF1 PDCD2L PDCD6 PDE4D PGLYRP2 PHAX PHIP PI4K2B PIF1 PIP4K2C PITPNC1 PKIA PLAAT4 PLEKHF2 PLEKHG1 PLEKHM2 PLGLB2 PLIN1 PNMA8A POGLUT2 POLDIP3 PORCN POU6F2 PPP1CB PPP1R14D PPP2R2C PPP4R2 PRDM1 PRDM8 PRPF39 PTGS2 PTPRF PTPRT PTPRZ1 PTX3 PYCR3 PYGB QKI QSER1 RBM7 REPIN1 RERE REV3L RNASE6 RNASEL RNF103 RNF213 RNF220 RPAP3 RPRM RRAGD S100A5 SARAF SAV1 SCARA3 SCD SDC3 SELP SEMA4A SENP1 SFRP1 SH2B3 SIAH1 SIPA1L3 SLAMF7 SLC11A2 SLC17A8 SLC19A1 SLC22A3 SLC25A27 SLC26A8 SLC39A8 SLC43A1 SLITRK1 SLMAP SMAD3 SMG7 SNRNP25 SNX5 SOX21 SOX6 SP140L SPNS1 SPSB4 SQOR SSBP4 STAMBPL1 STAT3 STRIP2 STRN SUGP2 SURF6 SV2B TAL1 TBC1D8B TBC1D9 TDP1 TESPA1 TFPI2 THEG TIMELESS TIMP3 TIMP4 TLN1 TMCC2 TMED3 TMEM120A TMEM121B TMEM144 TMEM161A TMEM248 TMEM250 TMEM255A TMEM47 TMEM62 TMEM97 TMLHE TNFRSF13C TNFSF4 TOR4A TP53 TRABD TRIM14 TRIM48 TRIM7 TSLP TTF2 TUBA4A UFSP2 UGCG UNC79 USP36 UTP11 VIT VNN1 WDR19 WDR25 WDR46 WRNIP1 XPO4 XRN2 YWHAB ZBTB5 ZCCHC4 ZDHHC2 ZFP41 ZGRF1 ZKSCAN7 ZMAT4 ZMYM5 ZNF107 ZNF117 ZNF143 ZNF264 ZNF318 ZNF566 MODULE_18 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_18 AANAT ABCF1 ACKR2 ACOT2 ACOT7 ACR ACSL3 ACTN1 ADD2 ADGRG6 ADSL AEBP1 AGPAT2 AHCY AIMP2 AK2 ALAS2 ALDH1A3 AMELX ANGPT1 ANPEP ANXA1 ANXA2 AP1M1 AP3B1 APEX1 APOBEC3B ARHGDIG ARID1A ARPC1A ARPC4 ASNS ATP1A1 ATP1B2 AURKB BAMBI BMP1 BOP1 BTG3 BUB1B C5orf15 CAD CADM1 CALU CAP2 CARD10 CASP2 CAV1 CBX1 CBX3 CCNA2 CCNB1 CCND3 CCNF CCT6A CD151 CD22 CD44 CD8B CDA CDC123 CDC20 CDC34 CDC42EP1 CDH2 CDK1 CDK2 CDK5R1 CDKN1C CDKN2C CDYL CENPA CEP250 CHAF1A CHST1 CHST3 CIAO1 CIAPIN1 CKAP5 CKS2 CLDN9 CNN3 CNP COL2A1 COL4A1 COL9A3 COPS2 COPS3 COPS8 COX7B CRIM1 CRYBA4 CSE1L CSNK2A1 CST7 CSTF3 CTSC CXCL1 CXCL8 CYB5B CYP4B1 DDIT4 DDX21 DDX39A DEGS1 DHRS3 DKK4 DLEC1 DLGAP5 DNMT1 DOK1 DOLK DTYMK DUSP4 DUSP6 DYNLT3 E2F1 EEF1E1 EFNA2 EHMT2 EIF2S3 EIF4EBP1 ELOVL2 EMP2 EMP3 EPAS1 EPB41L3 EPS8 ERBB3 ESPL1 ETV5 FABP7 FADD FAT1 FDFT1 FDPS FDXR FEN1 FEV FHL2 FKBP9 FLNA FN1 FOXM1 GAS1 GBE1 GCLM GDF15 GGH GJB1 GMFB GMPS GNG11 GNG12 GPA33 GPNMB GPR161 GTSE1 GULP1 GYG1 GYPB H2AX H2BC12 H4C3 HAP1 HAT1 HEG1 HMGN4 HNRNPA0 HOXB2 HPRT1 HSPB2 HTATIP2 HTR2A HTR3A HTR4 HTR7 HTRA2 IARS2 ICMT IER3 IFI16 IFIT1 IFRD2 IFT25 IGF2BP3 IGSF3 IKBKG ILF3 INHBC INTS1 IPO5 IRAK1 IRF5 ITGA2B ITGA3 ITGA6 ITGB5 ITPA ITPR3 ITSN1 JARID2 KCND3 KDM5C KIF11 KIFC1 KRT18 KRT4 KRT86 KYNU LAIR1 LAMB1 LAMP2 LEF1 LGR5 LMNB1 LMNB2 LPCAT1 LPGAT1 LSM1 LSM4 LY6G6C M6PR MACIR MAD2L1 MAGEA2 MAGEA3 MAGEA4 MAP2K3 MAPK6 MAPRE1 MAT1A MCM2 MCM6 MCM7 MCRS1 MDC1 METAP1 MFAP2 MLLT11 MME MMP1 MOXD1 MRPL12 MRPL3 MSH6 MSX1 MTHFD1 MTUS1 MYC MYO10 NEURL1 NFE2L2 NFKBIB NHP2 NOLC1 NPAS1 NPC1 NQO1 NR1D1 NRG2 NTSR2 NUDT1 NUP153 NUP205 NUP50 NUP93 NUTF2 ODF1 OGG1 ORC1 PAICS PAX9 PCLAF PCNA PCOLCE PDGFRA PDIA4 PDLIM4 PEG10 PER1 PFKFB2 PHF10 PHLDA2 PIGA PIGC PIGR PIR PITPNB PKMYT1 PLAT PLEC PLIN2 PLK1 PLK2 PLOD2 PLP1 PLSCR1 PMF1 POLA2 POLE3 POU4F1 PPP5C PPT2 PRAME PRB4 PRCC PRELID3A PRKDC PROCR PRPF19 PRSS23 PSG7 PSMA4 PSMC2 PSMC4 PSMC6 PSMD14 PSMD4 PTP4A1 PTP4A3 PTPN9 PTS PTTG1 PWP1 PXN QPCT RAC2 RAC3 RAP1A RBBP8 RCAN1 RCC1 RCN2 RFC3 RFC4 RIBC2 RND3 RO60 RPA1 RPA3 RPS26 RRM1 RRP1B S100A11 S100A4 SCAMP5 SDC1 SEC23A SEMA3C SEMA3F SERBP1 SERPINE1 SERPINH1 SFRP1 SGCE SHMT2 SHROOM2 SLBP SLC16A3 SLC1A4 SLC1A5 SLC22A18AS SLC26A2 SLC2A1 SLC39A6 SLC39A7 SLC43A1 SLC4A2 SLC5A2 SLC7A11 SLC7A5 SMAD3 SMPDL3B SMS SMTN SNRPB2 SNRPC SNRPF SNX1 SOX10 SPP1 SRP19 SRPX SRSF2 SSBP1 SSR1 ST3GAL4 ST3GAL5 ST6GALNAC4 STMN1 SYNCRIP SYNGR4 SYNM TBX1 TBX19 TCAP TCF12 TCF7 TFAP2A TFDP1 TFRC TGIF1 THBS2 TIMP2 TIMP3 TK1 TM4SF1 TMED3 TMEM106C TMX1 TNC TNF TNFRSF10B TNFRSF25 TNPO1 TOMM34 TOP2A TOR1AIP1 TPM1 TPM2 TPX2 TRAM2 TRIB2 TRIM16 TRIM2 TRIP13 TRIP6 TSPAN3 TTLL12 TWF1 TYMS TYR TYRO3 UBE2C UCK2 UNG VAT1 VBP1 VEGFA VSIG4 VSNL1 WDR45B WIZ WWTR1 YWHAE ZIC2 ZKSCAN3 ZPR1 ZWINT MODULE_180 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_180 AGR2 AIF1L AKR1C1 ANK3 ANKRD50 ANXA9 AQP3 ARHGEF16 ARHGEF5 B3GNT3 BCAM BDH1 BLVRB BMP7 BTBD8 C4B CCL15 CCN5 CD9 CDH1 CDKN2A CDS1 CLDN4 CLDN7 CLU CMAHP CRABP2 CYB5A CYBA DPP4 DPYSL5 DSP ELF3 EPCAM ERBB3 ESRP2 FBP1 FOXA1 GATA3 GDA GPR160 GRB7 GSE1 GSTT1 HGD HOOK1 ICA1 IFI30 IL17RB IRX5 ISOC1 ISY1 JUP KIAA0040 KRT18 KRT19 KRT8 LLGL2 LRRC37A4P LRRC4 MAGEA2 MAL2 MAN1A1 MAP7 MDK METTL7A MLPH MMP7 MNX1 MSI1 MSI2 MSX2 MTARC1 MUC1 MYO6 NAT1 NEBL NEK3 NHERF1 NPY1R NR1H3 NSUN7 NUP210 NUP210L OCLN OLFM2 PDGFB PLXDC2 PPL PRLR PRR15L RAB26 RASL10A RERG RGCC RHOB S100P SCNN1A SELENBP1 SFT2D3 SLC22A3 SLC38A1 SLC4A10 SPINT2 SSH3 ST3GAL5 SULT2B1 SYT12 SYT17 SYTL2 TFAP2C TJP3 TPD52 TPD52L1 TRPS1 TSPAN8 UBXN6 UCP2 VAV3 MODULE_181 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_181 AANAT ABCA1 ABCB9 ABCC8 ACSL6 ACTL6B ADA ADAM20 ADGRL3 ADRA1D ADRA2C AKAP3 AKAP7 ALDOB ALOX15 AMELX AMMECR1 AOC1 APC2 AQP8 ARFGAP3 ASIC3 ASIP ATOSB ATP4A ATP6V1G2 B3GNT3 BARX2 BMP10 BRD4 BRMS1 CALB2 CASP2 CBLN1 CCDC9 CCK CCKAR CCL16 CCL7 CCNF CD33 CD3E CD4 CD82 CD86 CDH1 CDH16 CDK5R2 CEACAM3 CEACAM4 CELA2B CEP135 CFAP410 CHP2 CHRNB1 CHRNB4 CHST1 CHST3 CLDN14 CLDN5 CLDN9 CNTN6 COL10A1 COL2A1 CRCP CSH2 CSTF2 CTAG1B CTSG CXCL5 CYP27B1 CYP2C19 CYP2E1 CYP2F1 DEFA1 DHRS2 DKK4 DMBT1 DNAJB12 DNASE1 ECE2 EDA EIF1AY EIF4EBP1 ELAVL2 EMID1 ENTPD2 EPM2A EPOR EXD2 EXOSC2 FAM131B FAM13A FANCL FAT2 FCN2 FKBP6 FLT1 FUT3 FZR1 GALNS GALR3 GAS8 GFPT2 GIP GLE1 GNG4 GNG7 GNMT GPR3 GREM1 GRIK5 GRK1 GRK3 GRM2 GTSE1 H3C6 H6PD HAAO HAP1 HBB HCRT HMHB1 HOXB1 HOXC11 HOXD10 HOXD13 HPR HRK HSD17B1 HTR4 IKBKG ING1 INHBC ISG20L2 IVL JAKMIP1 KCND3 KCNN1 KCNQ3 KCTD17 KIAA0586 KIF1C KIF21B KRT13 KRT2 KRT32 KRT33B L1CAM LCE2B LEFTY1 LILRA4 LORICRIN LRCH4 LRIT1 LY6G6C LYPD3 MACIR MAGEA4 MAGEA9 MAGEC1 MAGI1 MAPK13 MAT1A MET MLANA MLC1 MLLT1 MPO MPZ MPZL2 MSI1 MTA2 MTHFR MYCL MYEF2 MYH2 MYOZ3 NAT8 NCALD NDRG2 NECTIN1 NELFA NEMF NNAT NR0B2 NR2E3 NRG2 NRXN1 NSG1 NTNG1 NTRK1 ODF1 PAX7 PDE4A PGAM2 PGC PI3 PIGL PIGO PIK3IP1 PKP3 PLIN1 PNOC POM121L9P PPP3CA PPP4R2 PPP6R2 PPT2 PRB4 PRELID3A PRF1 PROC PSCA PSD PTH2R PTP4A3 PTPRN PZP QPCT RAC3 RAD51D RAP2C RASL10A RBMXL2 RCE1 RCVRN RECQL5 REG1A REG1B REN REPS2 RGS9 RHBDL1 RIBC2 RIMS2 RPH3A RRH RUNDC3A S100A4 S1PR2 S1PR4 SCAMP5 SCGN SCN2B SEMA7A SERPINA4 SEZ6L SFTPC SHBG SIT1 SIX3 SIX6 SLC17A3 SLC17A7 SLC18A1 SLC22A18AS SLC22A6 SLC29A2 SLC6A2 SLC7A11 SLC7A4 SLIT3 SMAGP SNAP25 SOX10 SPART SPC25 SPINK2 SRPK3 SSTR2 SSX4 STATH SYT5 TACC2 TAGLN3 TAOK2 TBR1 TBX1 TBX19 TBXT TEX28 TFAP2B THRA TNFRSF10C TNFRSF10D TNFRSF13B TNFRSF21 TNFRSF6B TP63 TRIB1 TRIM10 TRIM15 TRPM2 TYR UCN UNC119B VAMP1 WASF2 WNT10B ZBTB24 ZC3H14 ZNF143 ZNF157 ZP2 MODULE_182 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_182 A1CF AEN AGO2 AKR1D1 ALCAM ANKRD20A1 APOA2 ARL8B BET1L BNIP3 BRAF C1orf159 C2CD5 CD164 CREBZF CRIP2 CRKL DBF4 DCLRE1C DDX49 DHX15 DMD DNAJA3 DNAJC5B EAF1 EIF2AK3 FEM1A FYTTD1 G3BP2 GLCCI1 GTPBP1 HLA-DRB3 HOXA7 INTS7 KBTBD8 KLF10 KLHL15 KLRA1P LBR LIPA MARCHF6 MDM2 MED14 MICAL3 MIOS MUS81 NCOR1 NFATC1 NFYA NMD3 NOX4 NRAS NSUN2 NUP205 OPA1 PARP16 PELI1 PIBF1 PIP5K1A PKD1 PMAIP1 PPP4R3B PPTC7 PRKCI PTGDR2 PTPN11 PUM2 PURA RAB8B RBBP6 RLF RNGTT SBNO1 SCYL2 SEC16A SEC24C SGCD SH3BGRL SH3TC1 SIDT2 SLC25A22 SMC5 SNRNP200 SP1 STARD4 STK10 STK4 TACC1 TAF1D TAGAP THOC7 TLE4 TUG1 UBR7 USP25 VPS35L WDR75 WSB1 ZHX2 ZMIZ2 MODULE_183 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_183 ADAR CELF2 CHERP CSTF3 DDX1 DDX17 DDX23 DHX8 DUSP11 GRSF1 HNRNPA0 HNRNPA1 HNRNPA2B1 HNRNPC HNRNPDL HNRNPF HNRNPH1 HNRNPR HNRNPU HNRNPUL1 IGF2BP3 KHDRBS1 KHSRP LSM1 PABPC1 PABPC4 PCBP1 PCBP2 PPP1R8 PRPF4B PRPF8 RBM3 RBM4 RBM5 RNMT SART3 SF3A1 SF3A3 SFPQ SLBP SLU7 SNRPA1 SNRPB2 SNRPC SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SPOP SRPK2 SRSF1 SRSF10 SRSF11 SRSF2 SRSF3 SRSF6 SRSF7 SRSF9 SSB THOC1 TRA2B U2AF1 ZNF638 MODULE_184 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_184 ABAT ACADL ACADM ACADS ACADSB ACADVL ACOX1 ACOX2 ACSL1 ACSM5 ALDH1A1 ALDH1B1 ALDH2 ALDH3A2 ALDH6A1 ALDH9A1 BLVRB DECR1 DHODH DPYD ECHS1 EHHADH IVD MMUT PCCA PCCB SDHC SRD5A2 SUCLG1 MODULE_186 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_186 ABCC3 ABCG1 AKR1C4 LTBP2 SLC10A1 SLC10A2 SLC16A1 SLC16A2 SLC16A3 SLC16A4 SLC16A8 SLC1A3 SLC1A6 SLC26A3 SLC38A3 SLC3A1 SLC7A2 SLC7A5 SLC7A9 SLCO1A2 MODULE_188 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_188 ABCC5 ADA2 ADAM28 ADGRE2 ALOX5 AMD1 ANKRD28 ARHGAP25 ATP2A3 BACH2 BANK1 BCL2 BIN2 BLK BLOC1S5 BMX C3orf36 CACNG4 CCDC186 CD200 CD24 CD5 CDC25B CLDN15 CMKLR1 CNR2 COA7 COL19A1 COL4A4 COQ9 CTLA4 CTSF CXCR4 DBP DEFA1 DGKD DIRAS2 DPEP2 FADS3 FAM53B FANCF FCER2 FCGR2B FCMR FCRL1 FCRL2 FCRLA FGR FOXP1 G6PC3 GABBR1 HDAC9 HEATR6 HLA-DRB3 HMGN3 HSD17B11 HVCN1 ICOSLG IGHG3 IGHM IL10RA IL1R2 IL24 IL4R IRF8 ITGB7 KCNA3 KCNQ5 KIAA0753 MAP3K11 MARCHF1 MECP2 MED12L MED25 MED29 MX1 NAALADL1 NACAD NCOA3 NEK11 NME1 NTRK3 OAS1 OSBPL10 P2RY10 PALM2AKAP2 PCSK4 PDE2A PLAC8 PLGRKT PNRC1 PORCN PRKCB PRMT3 PTCRA PTPN12 PTPN6 PTPRO PTX3 RABIF RAPGEF6 RAX2 RCSD1 ROR1 RSAD2 RUBCNL SEL1L SHC2 SLC24A3 SLC27A5 SMCHD1 SOX6 SP110 SPINT2 SPON2 SPPL2A TAP1 TASL TCF7 TCL1A TMEM97 TNFAIP2 TOR1B TP53 TP53I13 TRAF3IP3 TRDD3 TSPAN32 TTLL2 TXLNGY TXNIP UNC5D USP2 UTY VANGL1 XIRP1 ZFHX2 ZFP36L2 ZNF395 MODULE_189 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_189 BMI1 CBX1 CENPA CHAF1A CHAF1B EZH2 H1-0 H1-1 H1-2 H2AC18 H2AC6 H2AC8 H2AX H2AZ1 H2BC11 H2BC12 H2BC13 H2BC21 HAT1 KAT6A NAP1L3 NASP SETDB1 MODULE_19 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_19 AADAC AANAT ABCB1 ABCC3 ABCD3 ABLIM1 ACO1 ACOT2 ADH1A ADH1B ADIPOR2 AGL AGPAT2 AGTR1 AHCYL1 AHDC1 AKAP17A AKR1C1 ALAS1 ALDH1A1 ALDH3A2 ALDH6A1 ALDH7A1 ALOX15 AOC3 AOX1 APOC1 APOD APOE APRT ATP4A BAMBI BCL6 BIN1 BIRC2 C1QB C1S C7 CADM1 CALB2 CBX6 CCL15 CCL2 CCN3 CCND1 CCND2 CD14 CD163 CD34 CD55 CDC42EP1 CDH2 CDK5R1 CDKN1C CDKN2C CFD CHGA CHGB CHRNB1 CITED2 CLEC3B CLN3 CNN3 COBLL1 COL15A1 COL1A2 COL4A1 COL6A1 COL6A2 COX7A1 CPE CRYAB CRYZ CXCR4 CYB5A DAB2 DCAF8 DDIT4 DDR2 DDX3Y DENND2B DHRS1 DLG5 DLK1 DLX4 DNM2 DYNLT3 ECHS1 ECM2 EEF1A2 EFNA2 EGFR ELAC2 EMP3 ENG ENPP2 EPAS1 EPB41L3 EPHX1 EPOR FABP4 FADS1 FADS2 FBXL7 FCGRT FEV FKBP5 FOS FOSB FOSL2 FOXO4 FSTL1 FSTL3 FUCA1 G0S2 GADD45G GBE1 GET1 GJA1 GLRX GMPR GNG12 GOLGA8A GPC3 GPD1L GPX3 GRB10 GSTA2 GSTA4 GSTM1 GSTT1 HAGH HCLS1 HLA-DMA HLF HOXA5 HPGD HSD17B4 HSPB2 HSPG2 HYI ID2B IFI27 IFIT1 IGF2 IGFBP4 IGFBP6 IGHG3 IL1R1 INHA IQGAP1 IQGAP2 IRF9 ITGA7 ITGB5 ITPR1 ITPR2 JADE2 JUNB KCND3 KDM5D KLHDC3 KRT4 LAMB2 LDLR LDOC1 LPL LRRC32 LSP1 LTBR LUM MAN2A1 MAOA MAOB MAP2K3 MAPRE2 MBNL1 MCFD2 MEF2C MERTK MRC1 MSMO1 MTSS1 MTUS1 MXRA5 MYH11 MYL9 NCAM1 NDN NECAB3 NECTIN2 NFE2L2 NFKBIL1 NHERF1 NME3 NPTX2 NQO1 NR1D1 NR2F1 NR4A1 NR5A1 NRTN NUPR1 PAPSS2 PBX1 PCBD1 PCCA PCOLCE PDE2A PDE4C PDGFRA PDGFRB PEG10 PEG3 PENK PER1 PHYH PHYHIP PLCG2 PLIN1 PLIN2 PLK3 PON2 PPP1R15A PRB4 PRPF19 PSMC2 PTH1R PTP4A1 PTPN12 PTS QDPR QPCT RAB11A RAB13 RAB31 RAB5C RARRES2 RBP1 RBPMS RGN RGS2 RGS5 RHOB RHOD RIDA RIMS2 RNASE1 ROR2 RSRP1 SC5D SCG2 SCO2 SCP2 SEC11A SELENOP SEPTIN4 SERPINA5 SERPINH1 SGCE SGK1 SH3BGR SLC23A2 SLC26A2 SLC29A1 SLC4A3 SLIT2 SNCG SOD3 SORBS2 SORD SPTBN1 SRPX SRRM2 ST3GAL4 ST3GAL5 ST6GALNAC4 STAB1 TBC1D2B TCEAL4 TCF7 TFAP2B TGFBR2 TGFBR3 TGM2 TIMP3 TLE1 TM7SF2 TMEM97 TMX4 TNFAIP2 TNFRSF10B TNXB TPM1 TPM2 TRIB2 TSPAN3 TSPAN7 TSPYL2 TST TTLL12 TUSC3 VCAN VEGFA VSIG4 VSNL1 VTN WDR7 WWTR1 ZBTB16 ZBTB20 ZIC2 ZNF451 MODULE_190 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_190 CCN1 CCN2 CCN3 CCN5 HTRA1 IGFBP1 IGFBP2 IGFBP3 IGFBP5 IGFBP6 IGFBP7 LTBP1 MODULE_191 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_191 CCL11 CCL13 CCL14 CCL19 CCL2 CCL23 CCL3 CCL7 CP CXCL12 FTH1 HFE LTF MT2A MYC STC1 TF TFRC XCL1 MODULE_192 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_192 AAGAB ACSL3 AK3 AKAP5 AP1S1 ARPC5 ATE1 ATG16L1 BET1L BHLHE41 BMP6 BOD1L1 CARD16 CCNB1 CCNG1 CCNG2 CCT6A CEBPD CISH CLSTN3 COL4A5 CRBN CXCL10 CYTH1 DCAF10 DDX11 DDX17 DHRS3 DHX34 DLX5 DMD DNAAF8 DNAJC9 DPP6 DSG2 DUSP4 ERCC3 ESYT2 FERMT2 FGF13 FLVCR1 FRMD4A FUZ GAS2 GCHFR GCLM GEMIN7 GTPBP3 HLA-DPA1 HOXD8 HS6ST1 HSPA1B IFI35 KIF13A KRT19 LBP LEP LGALS8 LHX3 LIMK2 LZTR1 MAD2L2 MAP3K2 MAP4K2 MBD5 MCTS1 MIEN1 MYO5B NBPF3 NFATC4 NOL7 NUMA1 NUP210 OSBPL2 OSGIN2 PCCB PCTP PFKFB3 PLCL1 PLPP3 PMS2P1 PNLIPRP1 PPP1R11 PSEN1 PTHLH RDX RPL13 RPL32 RPS18 RPS5 S100A12 SDHC SERPINA3 SIL1 SKIC2 SNX2 SP110 SPOCK2 SPTLC2 SRPRB SYNGR1 SYT1 TFAP2B THEMIS2 TIMP1 TMEM143 TRIM33 TRIP4 YPEL3 ZEB1 ZNF292 ZNF587 MODULE_194 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_194 ALDH1A1 ALDH1A2 ALDH1A3 ALDH3A1 ALDH3A2 ALDH3B1 ALDH3B2 ALDH4A1 ALDH5A1 ALDH6A1 ALDH7A1 ALDH9A1 AOX1 BCKDHA GAPDHS MODULE_195 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_195 ACACB ACTA1 ADA ALG12 ATG5 AUP1 AVL9 BMP2 CALM2 CBY1 CC2D2A CCDC88A CCN3 CD14 CD40 CDC42SE2 CHORDC1 CHRNA1 CKB CLIC4 CRNKL1 CTNNAL1 DBNDD1 DCTPP1 DHODH DLK1 DLL1 EFTUD2 EID1 ELK1 ELL ELMO2 ENAH EXOSC4 FADS1 FKBP1B FOXS1 GABRA2 GATAD2A GATM GC GJA5 GLRX GNAI1 GPER1 H3-3B H4C14 HOXC4 HYOU1 IFT88 IL1R1 ITGA8 JAG1 KLF1 KLHDC10 KLK6 KPTN LAMTOR1 LEAP2 LIMCH1 LIMS3 LSM14A LYN MAPK4 MAPT MARCKS ME2 MECP2 MGAT3 MKNK2 MPPE1 MTMR2 MYLK2 MYO1C NCK1 NF2 NINJ1 NNT NPRL3 NTRK2 NUP54 NXN OXR1 PAX8 PCGF3 PFDN4 PHRF1 PICALM PIF1 PLAUR PLPBP PNLIP POFUT1 PON3 PPP2R5C PPP2R5D PPP4R1 PRDM1 PRSS3 PSMD2 PTBP1 PTGER3 PTMA R3HDM1 RABIF RHAG RNF11 RNF4 ROPN1 RPL10 RPLP2 RXRB SARM1 SEPHS1 SETDB1 SLC20A1 SLC25A1 SLC25A16 SLC25A37 SLC9A1 SMC1A SMYD5 SREBF1 SRP14 SSR3 SZT2 TAGLN3 TBC1D2B TECPR2 TGFB1 THOP1 THY1 TIE1 TMEM97 TNFRSF14 TRAF6 TRAM1 TRIM4 TSPAN18 TXNDC16 TYMP VASH2 WWP1 WWTR1 ZNF217 ZNF423 ZNF667 MODULE_196 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_196 ADRB2 ARSB CENPE DCTN2 DNM1 DYNC1I1 DYNC1LI2 DYNLL1 KIF11 KIF14 KIF23 KIF2C KIF3B KIF5A KIF5C MAP1B MAP2 MAPRE1 SNTB2 STMN1 TUBA4A TUBB3 TUBB4B MODULE_197 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_197 ACTL6A ADNP2 ATF2 ATF3 ATF4 BIRC5 BMI1 BRD1 BRPF1 BUB1 CBFA2T2 CBX4 CCL17 CCNA1 CCNA2 CCNB1 CCNB2 CCNE1 CCNG2 CDC25A CDC25B CDC7 CDK1 CDK3 CDK4 CDK6 CDKN1C CEBPG CEBPZ CHRM3 CITED2 CORO1A CTCF CUL4A CXCL1 CXCL2 CXCR4 DDX11 DEK DLX5 DNMT1 E2F1 E2F3 EGR1 EGR2 EIF2AK2 ELAVL2 ELF4 ETS2 ETV5 EWSR1 EZH2 FOS FOSL1 FOXD1 FOXG1 FOXM1 GABPB1 GAS7 GFI1 GSPT1 GTF2F2 GTF2I HDAC2 HIF1A HMGB1 HMGB2 HOXA7 HOXC11 HOXC6 HSF2 ID4 ILF3 ING2 INSM1 JUN JUNB KDM4A KDM5A KHDRBS1 KIF22 KIF23 KIF2C KLF11 KMT2A KNTC1 KPNA2 LANCL1 LHX2 MAD2L1 MAFG MAZ MCM3 MCM6 MEF2D MEIS1 MID1 MNDA MTA1 MYBL2 MYC MYCN MYT1 NCAPD2 NDC80 NDN NEK4 NFATC4 NFKB1 NME2 NOLC1 NPAS1 NSD2 PAX6 PHB2 PLK1 PMS1 POU4F1 PPP5C PRH2 PTGER4 PTTG1 RAD21 RBBP8 RCC1 RFX2 SATB1 SIX3 SIX6 SMAD5 SMARCA2 SMARCA5 SMARCD2 SMC2 SNAPC5 SNW1 SOX4 SOX9 SSRP1 SSX4 ST18 TAF11 TAF4 TAF5 TAF7 TBRG4 TCF12 TERF1 TFAP2A TFDP1 TLE1 TOX TOX4 TSC22D2 TULP3 TXNL4A UBE2C WDHD1 WEE1 YBX1 YY1 ZBTB18 ZBTB24 ZBTB43 ZNF124 ZNF136 ZNF16 ZNF195 ZNF211 ZNF254 ZNF267 ZNF324 ZNF43 ZNF646 MODULE_198 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_198 ACTL6A ACTR1A ADAR ADNP2 AKT1 ANP32A AP3M2 APEX1 APLP2 ASAP2 ATF4 ATN1 BARD1 BCL9 BLM BLMH BMI1 BRD2 BUB1 BUD23 CALU CBX1 CBX4 CBX5 CCNA1 CCNA2 CCNB1 CCNB2 CCND2 CCNE1 CCNE2 CCNO CCNT1 CDC25C CDC45 CDC5L CDC7 CDK1 CDK2 CDK7 CDKN1A CDKN2A CDKN2C CEBPG CENPA CENPE CENPF CHAF1A CHAF1B CHD4 CHEK1 CLK2 CMPK1 COIL COPS2 CSE1L CSNK2A1 CSRP2 CSTF3 CTCF DCK DDX17 DDX23 DDX5 DEK DGKI DHX9 DLX5 DNMT1 DR1 DSP DUSP5 DYRK1A E2F1 E2F3 ESPL1 EWSR1 EZH2 FANCG FEN1 FKBP5 FOS FOSL1 FOXD1 FOXG1 FOXM1 FUS GFI1 GNL2 GTF2A2 GTF2F2 GTF2I GTF3C2 H2AX H2AZ1 H2BC12 H2BC21 HAT1 HDAC1 HDAC2 HIF1A HLTF HMGB1 HMGB2 HMGN4 HNRNPA0 HNRNPA3P1 HNRNPC HNRNPF HNRNPH2 HNRNPR HOXA13 HR HSF2 ILF2 ILF3 INSM1 IPO7 JUN JUNB KATNB1 KHDRBS1 KHSRP KIF22 KIF23 KIF2C KMT2A KMT2D KNTC1 KPNB1 KRT17 KRT19 KRT6B LHX2 LIG1 LIG4 LMNB1 LMO2 LRP8 LSM1 MAD2L1 MAFG MAP2 MAPK14 MAZ MCM3 MCM6 MEIS1 MLF1 MLH1 MNDA MPHOSPH6 MSH2 MSX1 MTA1 MYBL2 MYC MYCN MYO18A MYT1 NAP1L1 NAP1L4 NASP NCAPD2 NCBP2 NDC80 NEK2 NEK4 NELFE NFATC4 NFYA NME1 NME2 NUP107 NUP153 NUTF2 ORC1 PAX6 PCNA PER1 PHLDA1 PLK1 PNN POLA1 POLD1 POLD2 POLE POLE2 POLR2D POLR2F POLR2K POP7 POU4F1 PPP2R5D PPP4C PRIM1 PRIM2 PRKDC PRPF4B PRPF8 PSMA2 PSMA4 PSMB5 PSMC4 PSMC6 PSMD10 PSMD12 PSMD2 PTMA PTTG1 PTTG1IP RAD21 RAD23A RAD51 RAD51C RAD51D RAD54L RAN RBBP4 RBBP7 RBBP8 RCC1 RECQL4 RFC1 RFC2 RFC3 RFC4 RFC5 RFX5 RNF144A RNF4 RNMT RPA1 RPA2 RPA3 RUNX3 SAP30 SATB1 SETDB1 SFPQ SLBP SLU7 SMARCC1 SMC2 SNRPA1 SNRPB2 SNRPC SNRPD1 SNRPE SNW1 SOX4 SOX9 SPDEF SRPK2 SRSF1 SRSF10 SRSF2 SRSF6 SRSF7 SSB SSRP1 STAMBP STAT1 STK38 STMN1 SUMO1 TAF11 TAF4 TAF6 TAF7 TBP TCF12 TENT4A TFAP2A TFDP1 TGIF1 THOC1 TLE1 TLX2 TMPO TNPO1 TOP2A TOPBP1 TRA2B TRIP13 TSN TULP3 UBE2A UNG VPS72 WEE1 XRCC3 XRCC5 YBX1 ZBTB25 ZFP36L1 ZIC1 ZNF124 ZNF146 ZNF195 ZNF217 ZNF43 ZWINT MODULE_199 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_199 AXL BMPR1B CCL2 CDK5R1 CDKN1A CSF2RA CSF2RB CSF3R DAPK1 DDR2 EFNA4 EFNB3 EPHA2 EPHA4 EPHA7 EPHB1 EPHB2 EPHB6 ERBB2 ERBB4 F3 FGFR1 FGFR2 FGFR3 FGFR4 GRK1 GRK5 IFNGR1 IL10RA IL13RA1 IL2RB IL2RG IL3RA IL4R IL7R KDR KIT LEPR MAP2K7 MAPK10 MERTK MPL MST1R MUSK MYLK NRP1 PDGFRA PDGFRB PDGFRL PDK4 PTK7 ROR1 ROR2 ROS1 RYK TEK TIE1 MODULE_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_2 ABLIM1 ABLIM3 ACKR1 ACSL1 ACTG2 ACTN1 ADGRG6 ADH1A ADH1B ADIPOR2 ADIRF ADM AEBP1 AHDC1 AHR AKAP12 AKR1C1 ALCAM ALDH1A1 ALDH1A3 ANGPT1 ANK3 ANXA1 AOC3 AP1S2 APOD APOE AQP1 AQP7 ARHGDIG ARHGEF10 ASAH1 ATF3 ATP6V0A1 ATP9A AUTS2 BCAS1 BCL6 BIRC2 BLVRB BMERB1 C1S C7 CADM1 CADM3 CADPS CALU CAP2 CAV1 CAV2 CCL15 CCL2 CCL21 CCL3 CCN1 CCND1 CCND2 CD151 CD200 CD24 CD34 CD37 CD44 CDH5 CDKN1A CDKN1C CFD CFH CFHR1 CHGB CHL1 CLDN5 CLEC3B CLIP3 CNN1 CNN3 COL15A1 COL1A2 COL3A1 COL4A1 COL6A1 COL6A2 COL6A3 COX7A1 CPE CRABP1 CRIM1 CRIP1 CRYAB CSF3 CSPG4 CSRP1 CXCL12 CXCR4 CYB5A CYB5R1 CYP1B1 CYP4B1 DDC DDIT3 DDIT4 DDX21 DDX3Y DDX42 DEPP1 DHRS3 DLX4 DMD DNAJB2 DNM1 DPYSL3 DST DTX4 DUSP6 DYNC1I1 DYNLT3 ECHS1 ECM2 EEF1A2 EMP1 EMP2 EMP3 ENG ENO2 ENPP2 EPB41L2 EPB41L3 EPS8 ERBB3 ETS2 FABP4 FABP7 FADS1 FADS2 FAT1 FBLN1 FBLN2 FBN1 FCGRT FGF1 FGFR1 FKBP1B FLNA FN1 FOS FOSL2 FSTL3 FXYD1 G0S2 GABBR1 GAP43 GAS7 GATM GBE1 GDF15 GEM GET1 GJA1 GLS GNG11 GNG12 GOLGA8A GOT1 GPC3 GPNMB GPX3 GRB10 GYG1 H2BC21 HES1 HLA-DMA HLA-DQA1 HLA-DQB1 HSPA6 HSPB2 HSPG2 ID2B IER3 IFI27 IFNGR1 IGF2 IGFBP3 IGFBP4 IGFBP6 IGHG3 IGHM IL1R1 INA INSIG1 ITGA6 ITGA7 ITGB4 ITGB5 ITM2A ITPR3 JCHAIN JUN JUNB KIF5C L1CAM LAMA4 LAMA5 LAMB1 LAMB2 LAPTM5 LDLR LDOC1 LEPR LIPA LMO4 LPIN1 LPL LRP1 LTBP1 LTBP2 LUM MAFF MAL MAOA MAOB MAPK8IP3 MAPRE2 MARF1 MBNL1 MBP ME1 MEGF9 MFAP4 MGLL MIA MLLT11 MMD MME MOAP1 MPZ MSMO1 MTUS1 MX1 MYH11 MYL9 MYLK NCAM1 NEFL NEFM NFIL3 NGFR NNMT NOTCH3 NPY NR4A1 NR4A2 NTRK2 NUPR1 OLFM1 OPTN PCBP4 PCDH9 PCK1 PCOLCE PDE8A PDGFRB PDGFRL PDLIM4 PECAM1 PER1 PHLDA2 PLA2G2A PLAAT3 PLEC PLIN2 PLP1 PON2 PPP1R12B PPP1R15A PPP1R1A PPT2 PTGDS PTN PTP4A3 PTPN13 PTPRC QDPR RABGAP1 RAMP2 RARRES2 RBP4 RBPMS RCAN2 RFTN1 RGL1 RGS1 RGS2 RGS5 RHOB RHOBTB3 RNASE4 RNF167 RSRP1 RTN1 S100A11 S100A4 S100A8 S100B SATB1 SCG2 SCHIP1 SCP2 SEC11A SELENOP SEPTIN10P1 SERPINA3 SERPINH1 SFRP1 SGCE SLC25A1 SLC29A1 SLC2A3 SLC39A6 SLC6A2 SLIT2 SLPI SMTN SNAP25 SNAP91 SNCG SOD3 SOX10 SPP1 SPRY1 SRGN SRPX SRRM2 SST ST6GALNAC2 STAB1 STAC STMN2 SV2B SYNGR1 SYNM SYT1 SYT11 TBC1D2B TBC1D9 TCEAL4 TFPI TFRC TGFBI TGFBR2 TGFBR3 TGM2 THBS2 THRA THY1 TIMP3 TLE1 TLE2 TM4SF1 TMEM47 TNC TNFAIP3 TNFRSF10B TNFRSF14 TNFRSF1B TNXB TPM1 TPM2 TRIB2 TRIM2 TSPAN3 TSPAN7 TSPAN8 TSPYL2 UBE2L6 UGCG UGDH ULK1 USP6 VEGFA VSNL1 VWF WWTR1 ZEB1 ZIC1 MODULE_20 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_20 ADAM15 ADCYAP1 AGPAT1 AIP AQP7 ARHGEF2 AVPR1B BNIP1 CCL2 CD34 CD8B CDH15 CDSN CEACAM4 CFB CHRND CREB3 CSNK2A2 CSTF3 CTAG1B DAPK1 DPF2 DRG2 EBI3 EFNA3 FBXO46 FES FEV GABRA1 GBF1 GCM1 GH2 HLA-DOB HSD17B3 HYAL2 IGHMBP2 IKBKE IRF5 ITIH4 KCNJ4 KRT35 KRT6A LGALS9 LIF LRRC23 MADD MAMLD1 MMP11 MPP2 MVK MYBPC2 NELL2 NFIC PALM PAX8 PBX1 PCDHGC3 PDE4A PGC PIK3R3 PLCG1 PLK1 PSD PTPRN PTPRU PXN RABGGTA RING1 SCN1B SIGMAR1 SIRPB1 SLC14A2 SLC18A1 SLC30A3 ST14 STIM1 TEF TIMP3 TMEM94 TNFRSF14 USP11 VPS72 WAS MODULE_200 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_200 ADRB2 BDKRB2 CD4 CD8A CD8B CYP1B1 DDR2 DOK1 EDN2 EPHA2 EPHA4 EPHB1 EPHB2 ERBB2 FGFR1 IGF2 KIT MUSK NRG1 NTRK2 PAX6 PDGFRA PDGFRB POU4F2 PTPRG ROR1 TEK MODULE_201 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_201 ACTA1 ACTC1 ACTN3 ALDOA BDKRB2 C4B CACNG1 CALD1 CASQ2 CHRNB1 CKMT2 CNN3 CRYAB EDNRA FKBP1B FLII FXYD1 GJA1 GJA5 GNAO1 HRC KCNA1 KCNH2 KCNMB1 MYBPC1 MYBPC2 MYH11 MYH3 MYH7 MYL1 MYL11 MYL3 MYL7 MYOM1 MYOM2 NEB NOS1 OXTR PLN PPP1R12A PPP1R12B PRKG1 ROCK2 RYR1 SCN5A SCN7A SSPN TNNI2 TNNT3 VIPR1 MODULE_202 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_202 ABLIM1 ACTA2 ACTN4 ANK1 DSTN FLNA FLNB GSN LSP1 MYBPC1 MYBPC2 MYBPH MYH11 MYH3 MYH7 MYL1 MYL11 MYL3 MYL6 MYOM1 MYOM2 NEB NEBL PFN2 PPP1R12A SORBS2 SVIL TNNT3 MODULE_203 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_203 CENPA CHAF1B H1-0 H1-1 H1-2 H1-6 H2AC18 H2AC6 H2AC8 H2AX H2AZ1 H2BC11 H2BC12 H2BC13 H2BC21 RBMXL2 MODULE_204 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_204 ABCC5 AGT AHDC1 ANAPC15 ATP2A3 AUTS2 BBC3 BLNK CAND1 CARTPT CCL19 CCS CD24 CD27 CEL CHI3L1 CHKB CHPF COG5 CPVL CRIM1 CRMP1 CSRP2 CXCL10 DDX17 DDX23 DOP1B EZH2 FCN1 FEN1 FOXM1 FXYD3 GART GBP1 GMDS GORASP1 GRIN1 H2BC5 HCK HLA-DQA1 HRAS HSPA6 ICA1 LDB2 LILRB3 LMNB1 MCM3 MLLT11 MPG MSH2 MYO1A NDEL1 NUP210 NUP58 PCNA PGAP2 POLR1C POU2AF1 PQBP1 PRPF6 PSMD13 PTK7 PTPRCAP PUM3 RAMP2 RNASEH2A RRM1 RSBN1 S100A9 SCML2 SERPINA3 SF1 SOCS2 SPIB STK39 SV2A TCL1A TEK TFAP2A TM7SF2 TMEM8B TPX2 TRIM22 TRPC4AP UGT1A4 ZNF263 MODULE_205 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_205 ABCA2 ACTR5 ADAM23 ADCY10 ADCY4 AGPAT5 AHCYL2 ANGPT2 ANXA2 APIP ARID3A ARMC7 ASPHD2 ATAT1 ATG4D ATP23 ATP5MK ATP8A2 B4GALT4 B9D1 BCORL1 BLOC1S6 BMP4 BOD1 C14orf132 C17orf80 C22orf46P C3orf14 CABP5 CABS1 CACHD1 CACNA2D2 CACNB1 CACNG4 CAMKMT CASP8AP2 CC2D2A CCDC121 CCDC28A CCDC51 CCNA2 CD109 CD200R1 CDC25C CDH13 CDHR2 CELF4 CENPQ CENPU CEP41 CEP68 CEP76 CEP83 CHI3L2 CHML CHST14 CIB2 CITED4 CLEC3A CLOCK CNN1 CNR1 CNTN2 COG4 COLGALT2 CORO6 CRMP1 CRYBA4 CXCL13 CYP19A1 CYP4B1 DCAF16 DENND5A DEPDC1B DHX15 DIXDC1 DKK1 DKK2 DLGAP5 DNAAF10 DNAH6 DNAJC22 DNAJC6 DNER DPYSL5 DTL DUOX2 DZIP1 E2F8 EGLN3 EIF4EBP1 EMILIN1 EPHB2 EREG EXOC2 EXOC6B EXTL2 FABP7 FAM114A1 FAM217B FANCD2 FANCM FBN2 FBP2 FBXL2 FBXL6 FBXO32 FCHSD1 FDXR FKBP14 FLYWCH2 GABRA6 GALNT10 GCC2-AS1 GFOD2 GIN1 GLIPR2 GLS GNAZ GNL3LP1 GPD2 GPR88 GPSM2 GREB1 GTF2A1L HAPLN1 HDAC5 HEY1 HHAT HJURP HPS3 HSD17B7 ICA1 IFT52 IFT81 INPP5F INTS8 IRX5 ISLR2 ITGA6 ITSN2 JCAD KATNIP KCNJ11 KCNK15 KHDC1 KIAA0930 KIF14 KIF1A KIF1B KIFC1 KIRREL3 KISS1 KLHL20 KLRB1 KRT4 LCE1B LCOR LDAF1 LGR6 LINC00520 LMBRD1 LRRC49 LUC7L3 LYZL6 MAP10 MCF2 MDM1 MEAK7 MED18 METTL14 MIEF2 MOBP MPP3 MRPL57 MSX1 MUC16 MYO19 MYRIP NAPG NARF NDUFAF4 NEBL NECTIN1 NEK2 NIBAN2 NPEPL1 NPHS1 NRXN3 NSUN3 OPA1 OPN1SW OTUD3 PAQR8 PARD6B PCDH8 PCDHA5 PCDHB2 PDE6D PDLIM2 PDPR PKD1L1 PLCXD1 PLVAP PLXNB3 PPA2 PPFIA3 PPM1E PPM1L PPP1R9B PRLR PRSS16 PSG9 PSORS1C2 PTPN11 PTPN14 PYCARD RBFOX1 RBM12B-AS1 RBM14 RCOR3 RIF1 RRAGD RSPH1 SAYSD1 SBNO1 SCAND3 SEC11C SEC14L2 SEMA5B SEMA6C SEPTIN5 SERPINI1 SHCBP1 SHH SLC25A21 SLC26A2 SLC35A4 SLC45A4 SLC47A1 SMYD4 SNTG2 SOCS7 SOX6 SPA17 SPATA2 SPOCK1 SRGAP3 SSX3 ST14 STXBP6 SULF1 SUPT20H SUV39H2 SYNJ2 TANC2 TASP1 TBC1D19 TCTN1 TF THUMPD3 TIAM2 TLR10 TMEM185B TMEM191A TMEM267 TMEM45B TMEM65 TMPRSS4 TP53 TPTE TPX2 TRAF5 TRAIP TSHR TTLL4 TUBB4A TWIST2 TWSG1 ULBP2 VAV3 WASF2 WDR11 WDR47 WDR89 WNT5A WNT5B XK YEATS2 ZBED4 ZFP90 ZNF117 ZNF14 ZNF266 ZNF286A ZNF337 ZNF350 ZNF395 ZNF43 ZNF444 ZNF528 ZNF681 ZNF702P ZNF83 ZNF93 MODULE_206 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_206 ADAMTS6 ADGRG6 ANAPC15 ANGPTL1 ANKRD11 ARID1A ATR ATXN2L B4GALT3 BCLAF1 BRIX1 BZW1 CBX1 CCNO CENPU CINP CLDN15 CNOT2 CNTN3 COCH COL4A5 COLQ COPG2IT1 CSF1 CUL2 DCX DDX25 DENND2D DHCR24 DNAJC13 DNALI1 EBP ECM2 EFNB3 EMC1 ENY2 EPB42 FADS2 FAM167A FCHO2 FGFBP2 FHL3 FICD FOXJ1 GAPDH GATAD2A GPATCH2 GPR146 GRAMD1B GRIK1 GUK1 GYG2 HECTD4 HERC3 HIVEP1 HMGCR HOXB6 HOXD11 HSD11B2 IPCEF1 IQSEC1 IST1 KDM7A KIAA0087 KLHL6 LHB LPIN1 LSM6 MAP3K1 MAP6 MAU2 MBNL1 MBTPS1 MCM2 MMP17 MOBP MORC3 MRPL42 MS4A6A MTFR1 NAA50 NCL NEO1 NET1 NFE2L3 NKTR NMNAT2 NTF3 NUCB2 NUDT9 OXCT1 PAFAH1B2 PARVA PCLO PHF20L1 PIGG PLEKHM1 POGLUT2 POLD3 PPP4R3A PRDX6 PROM1 PRPSAP1 PRSS27 PSME4 PTGES PTP4A3 PWP1 PYROXD2 R3HDM1 RAB3IP RABGAP1 RAN REEP1 RFTN1 RNF135 RPAIN RXYLT1 SAP30L SCN8A SEC24C SEPTIN10P1 SFXN2 SFXN3 SLC16A10 SLC25A12 SNAP47 SPCS2 SRGAP3 ST3GAL6 STK17B SUZ12 SYT11 TBC1D4 TNIP1 TOMM34 TPD52L1 TREM2 TRIM35 TRIO TSPAN3 UBE3C UBE4A UFL1 USP10 USP18 USP6NL VEZT VIPR1 WDR36 ZNF184 ZNF251 ZNF273 ZNF444 MODULE_207 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_207 AAR2 ABCA5 ACP4 ACTN2 ACTR3B ACTR6 ADCK2 AFAP1-AS1 AGBL5 AKAP3 ANGEL1 ANKRD13A AP1S2 APBB1IP AQP9 AQR ARHGEF25 ARID2 ARMCX5 ATG4D ATPAF2 B3GNT3 BAG2 BBOX1 BUB1B CALML3 CAP2 CARD18 CCDC62 CD93 CD99L2 CDHR2 CDKL3 CDYL CENPJ CFL2 CLDN14 CLEC3A CLOCK CNTNAP2 CNTNAP5 COPE CPNE4 CRNN CSDC2 CSGALNACT2 CYP26A1 CYP46A1 DDHD1 DDIT3 DENND5A DHX58 DIP2C DISC1 DLGAP2 DNAJC14 DNAJC27 DOP1B DPEP2 DUS4L DYNC1I1 E2F1 ECEL1 EDDM3B EIF2AK4 EMC9 ENTREP2 EPB41L4A ERO1B ERVH48-1 FA2H FAHD2A FAIM2 FARP2 FAXC FBXO34 FGL1 FLRT3 FMNL2 FOXF2 FOXG1 GAL3ST3 GALNT13 GDA GDAP1L1 GIMAP5 GJB5 GOSR1 GPRC5D HEBP1 HINFP HOXC10 HPN HSPA4L IFT57 INSIG1 INTS13 IQCA1 JPH4 KCND1 KHDC1 KIAA1210 KIFC3 KLF1 KLHL20 KLHL41 LANCL1 LEAP2 LGI2 LIM2 LINC00869 LINC01549 LINGO1 LRRN3 LRTM1 LTV1 LYRM2 MAP3K13 MARCO MDM1 MED8 MGA MMP27 MPP2 MRPL13 MRPL36 MRPL39 MRRF MS4A14 MSH5 MSTO1 MTHFD1L MYOT MZB1 NAA50 NAGPA NDE1 NDUFC1 NECTIN1 NIFK NLN NRIP3 NSD1 NSFL1C NTRK3 NUDT3 OGDHL OLFML2B PANK1 PAXBP1 PBRM1 PDE8A PDE8B PDGFD PDZD2 PECR PHF24 PHLPP2 POLE2 PPDPF PPP1R17 PRPSAP2 PRTFDC1 RAN RANBP17 RASGRP3 RBCK1 RBFOX2 RBP4 RPAP1 RPH3A RTN2 SERPINB3 SERTAD4 SEZ6L2 SH2B2 SIK3 SIPA1L2 SLC22A16 SLC4A5 SLC7A6OS SMARCAD1 SMO SMURF2 SNTG1 SNTG2 SPATA5L1 SPG11 SPOCK3 SRGAP3 SST SSX3 ST18 ST6GALNAC5 ST8SIA5 STRA6 SVIL SYT6 TANGO6 TF TFB1M TFR2 TH THOC2 TLR9 TMEM144 TMEM163 TMEM45A TOX4 TRAF7 TRIM5 TRIT1 TRPM1 TSKU TYW1 UBE2T VAPB VDAC3 WNT6 ZFP91 ZHX2 ZKSCAN5 ZMYM6 ZNF655 ZNF83 ZRANB1 MODULE_208 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_208 ABTB1 ADAM19 APOL3 AQP9 AXIN1 BANK1 CACNG4 CAMK4 CARD16 CCDC186 CCL18 CCL7 CD14 CD2 CD200 CD3D CD48 CD5 CD74 CD79A CD86 CD8B CEBPD CFB CMAHP CMKLR1 CNRIP1 CPVL CSF3 CTSL CXCL13 CXCL9 CYP1B1 DEFA1 FADS1 FAM53B FOXP1 FPR1 GBP1 GBP2 GMCL1 GNLY GZMA HBA2 HELZ2 HLA-DMA HLA-DMB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB3 HVCN1 IFI35 IFI44 IFI44L IFIT1 IFIT5 IFITM1 IFITM2 IFITM3 IGHG3 IGHM IGKC IGLJ3 IL15 IL2RB IL3RA IL7R ISG15 KCNA3 KCNQ5 KCTD12 KIAA0753 KLF6 KLRK1 LGMN LILRB1 LIMD2 LPAR6 MAL MCU MS4A1 MX2 NEK11 NLRC5 OAS1 OAS3 P2RY10 PELI1 PLSCR1 PNMA8A POLR3B PPP1R16B PTTG1 RNF31 RRP15 S1PR1 SAMSN1 SDC2 SELP SERPINA5 SLC40A1 STAG3 STK31 TCF7 THBS1 TNFAIP6 TNFRSF25 TNFSF10 TPTE2 TREM1 TTC30A TTLL2 TXLNGY TXNIP UNC5D UNC79 USP30 UTY VCAM1 XCL1 ZNF292 MODULE_209 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_209 ACE ACOX2 ADAM9 AEBP1 ANPEP APOC1 APOC2 APOC3 BAAT BMP1 C1R C1S C2 CAPN2 CAPN5 CASP1 CASP4 CELA3A CFB CFI CPA3 CPB2 CPM CPN1 CTSC CTSE CTSK CTSL CTSO CTSS ENPEP F10 F12 F2 FAP FURIN GALE GALT GZMA GZMB GZMK HMGCS1 HMGCS2 HP HPN IGF1 KLK10 LAP3 LGMN LIPA LIPC LYZ MMP1 MMP12 MMP13 MMP14 MMP2 MMP3 MMP7 MMP9 MST1 NAPSA NEDD8 OLR1 PEPD PGC PLA2G2A PLA2G7 PLAT PLAU PLCG2 PLG PLGLB2 PRDX6 PROC PROZ PRSS2 PRSS23 PRSS8 PSMB9 SERPINB2 SERPINE1 SORD TIMP1 TMPRSS2 TPSAB1 UBD WFDC2 XPNPEP1 MODULE_21 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_21 ADA ADK APRT GART GMPS HPRT1 IMPDH2 PAICS TYMS UMPS MODULE_210 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_210 ACE ADAM10 ADAM11 ADAM12 ADAM15 ADAM23 ADAM9 AEBP1 ANPEP APC2 BMP1 CPB2 GGH KEL MMP1 MMP10 MMP11 MMP12 MMP13 MMP14 MMP2 MMP23A MMP3 MMP7 MMP9 TIMP1 TRAF1 TRAF2 MODULE_211 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_211 AGA CHIT1 MMP1 MMP10 MMP11 MMP13 MMP2 MMP3 MMP7 MMP9 PEPD MODULE_212 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_212 A2M AADAC ABCC1 ABCC3 ABCD3 ACADM ACADSB ACADVL ACO1 ACOX2 ACSL1 ACSL3 ADAM9 ADH4 ADK AGL AGXT AKR1C1 AKR1C3 ALAS1 ALDH1A1 ALDH4A1 ALDH7A1 ALDH9A1 ALDOA ALPI APOC2 ARG1 ARL4D ARMT1 ARSA ATP5F1B ATP5F1E BAAT BBOX1 BCHE BCKDHB BHMT BLVRB BNIP3 BTD C19orf12 C1R C2 CA2 CA5A CADM1 CAMK1 CBR1 CBS CD320 CDK1 CDK4 CDK5 CDKN3 CELA3A CEMIP2 CES1 CETP CHI3L1 CHPT1 CIAO2A CNOT6 COMT COX7B CPB2 CPN1 CPQ CSNK2A1 CTSC CTSL CTSS CYB5A CYP11B2 CYP1A1 CYP26A1 CYP27A1 CYP2B6 CYP2C8 CYP2J2 CYP3A4 CYP3A7 CYP4A11 DAO DAPK1 DDC DDT DDX3Y DDX42 DECR1 DHRS4 DHRS7 DIO1 DNASE1L3 DPYSL3 DUSP3 DUSP5 DUSP6 EBP ECHS1 EHHADH ENPEP ENPP1 EPHX2 ETFB F12 F2 FADS2 FAH FES FH FKBP5 FKBP8 FLOT1 FMO3 FMO4 FTL FUCA1 FURIN GAD2 GALE GALT GART GATM GCH1 GGH GGT1 GGTLC1 GLB1 GLO1 GLUD1 GLYAT GOLPH3 GOT1 GOT2 GPRASP2 GPT GPX1 GPX2 GPX3 GSTA2 GSTA3 GSTM2 GSTM4 GYS2 H2BC21 HACL1 HADHA HAGH HAL HDAC2 HERPUD1 HEXB HINT1 HPD HPGD HPN HSD11B1 HSD17B4 HSPA8 HYAL1 ID2B IDH1 IFITM3 IGF2BP3 IMMP2L IMPDH2 INSIG1 IRAK1 ISG20 KIF23 KLHDC2 KYNU LACTB LAP3 LAPTM4A LCAT LDHA LILRB3 LIPA LMO3 LYZ MAGT1 MANF MAP2K5 MAP2K6 MAP7 MCCC2 MCFD2 MDH1 MELK METTL7A MFSD1 MGLL MGST1 MGST2 MMP2 MMP7 MMP9 MPP1 MPPED1 MRPL40 MSMO1 MST1 MTHFD1 MTHFS MTSS1 MTUS1 MXI1 MYO1E NAT1 NAT2 NCOA4 NDUFAF1 NEDD4 NEDD8 NHERF1 NME2 NNMT NQO1 NQO2 NRG1 NUPR1 OAS1 OAT P4HB PAH PCBD1 PCK2 PCNA PCYOX1 PCYT2 PDIA3 PDIA4 PDK2 PDK4 PEBP1 PEG10 PEPD PFKFB3 PGD PHB2 PIGP PIM1 PIN1 PLA2G2A PLCG2 PLG PLGLB2 PLK1 PLPP1 PNP PNRC1 PON1 PPP2R5D PRDX1 PRDX4 PRDX6 PRSS2 PRSS8 PSMA2 PTPN7 PTS PYGL PYGM QDPR RAB20 RAB5C RAD54L RHOBTB3 RNASE4 RND3 RPLP1 RPLP2 RPS27 RRM2 SAR1B SAT1 SCD SDHC SDS SELENBP1 SEPTIN2 SERPINB2 SERPINE1 SLC25A15 SNAI2 SOAT1 SOD1 SORBS2 SORD SPG21 SPTSSA SRD5A2 SRP9 ST6GAL1 STRADB SUCLG1 SULT1A3 SULT1E1 SUMO1 SV2B TALDO1 TBXAS1 TDO2 TM7SF3 TMBIM6 TMED10 TMEM230 TNS1 TOP2A TRDMT1 TREH TTK TUBGCP6 UBE2L6 UGDH UGP2 UGT2B15 UGT2B7 UPP1 UQCRC2 UQCRQ VAV3 VNN1 XDH XPC XPNPEP2 ZNF248 MODULE_213 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_213 ABCA3 ACR ADARB1 ADIRF AGXT AIF1 ALDH3A1 APBA2 APOE AZGP1 CCNF CD2 CEACAM1 CFD CHGA CHI3L2 CXCR4 DCAF7 DGCR2 DGKA DNTT DPEP1 EDC4 EFNA1 ELN EPHX1 FXYD3 GNG4 GPNMB GPX2 GRIN1 HLA-DMA HMGA2 ICAM3 ID2 ID4 IFI30 IL2RG JUNB KCNQ2 KMT2A KRT5 LAPTM5 MAN2A2 MLC1 NAB2 NKG7 NNAT NRG1 NTSR1 P2RX1 PFKFB4 PIM2 PLA2G2A PRKCQ PTPN3 PTPN7 PTPRC PTPRN2 RAB11B RAC2 RAD9A SELENBP1 SEPTIN6 SHMT1 SLC11A2 SLC25A1 SLC2A3 SOD3 SOX4 TFF1 TFF3 TMSB15A TOB1 TRIM29 TSPAN8 TYR TYRP1 UCP2 WFDC2 MODULE_214 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_214 ASIC2 ATP6V1B1 CHRNA2 CHRNA4 CHRNB1 CHRNB2 CHRNB3 CHRNB4 CHRNE GABRA2 GABRA5 GABRB3 GABRD GABRG2 GABRG3 GABRP GABRR1 GLRA1 GLRA2 GLRA3 GLRB HTR3A P2RX3 P2RX4 RYR1 SCNN1A TRPC3 MODULE_215 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_215 CHRNB3 GABRA2 GABRA5 GABRA6 GABRB1 GABRB2 GABRB3 GABRD GABRG2 GABRP GLRA1 GLRA2 GLRA3 GLRB HTR3A MODULE_218 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_218 EBP SLC10A1 SLC10A2 SLC12A1 SLC12A3 SLC15A1 SLC16A2 SLC16A3 SLC16A4 SLC16A7 SLC16A8 SLC17A2 SLC20A1 SLC24A1 SLC34A1 SLC6A1 SLC6A11 SLC6A2 SLC6A3 SLC6A4 MODULE_219 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_219 ADA ADK ADSL AK2 APRT ATP5F1B ATP5F1E ATP5ME ATP5MF CMPK1 CTPS1 DTYMK GART GMPS HPRT1 IMPDH2 ITPA MTHFD1 NME1 NME2 NME4 PAICS PRPS2 RRM1 RRM2 TYMS UMPS MODULE_22 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_22 ATP2C1 ATP5F1A ATP5F1D ATP5F1E ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5PD ATP5PF ATP5PO ATP6AP1 ATP6V0A1 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0E1 ATP6V1G1 CCS NDUFA1 NDUFA2 NDUFA3 NDUFA4 NDUFA5 NDUFA6 NDUFA7 NDUFA9 NDUFAB1 NDUFB1 NDUFB10 NDUFB3 NDUFB5 NDUFB7 NDUFB8 NDUFC1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS8 NDUFV1 NDUFV2 SLC39A6 MODULE_220 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_220 ACKR2 ACTA2 ACTC1 ACTG2 ADAM12 ADAM23 ADARB1 ADORA1 ADRA1D AEBP1 AKAP3 ALDH3A2 ALX1 AMELX AMELY ANGPT1 ANKRD7 ANOS1 ANPEP APBA1 APOE AQP4 AR ARHGDIB ARTN ARVCF ASIC2 BDKRB2 BMP1 BST1 BST2 CALD1 CAPN3 CASP14 CAV3 CBLN1 CCL17 CCN2 CD3G CD4 CD40 CD8A CD8B CDC42EP1 CDX1 CDX2 CELF2 CHRM1 CHRNA4 CLC COL11A1 COL1A1 COL6A3 COL7A1 CPNE6 CPZ CRABP1 CRABP2 CRCP CRMP1 CSF1 CSF3 CSRP2 CSRP3 CTF1 CXCL1 CXCL10 CXCL8 CXCR4 CYP1B1 DCT DDR2 DHH DLG4 DLK1 DLX3 DLX5 DOK1 DPYSL2 DPYSL3 DPYSL4 DRP2 DVL1 EDA EDN2 EDN3 EDNRB EFNA5 EFNB1 EFNB2 EFNB3 EGF EGR2 ELF3 EMP1 EMP2 EMP3 ENC1 EPAS1 EPHA2 EPHA4 EPHB1 EPHB2 EPHB3 EPHB6 EPS8 ERBB2 EREG EVPL EYA1 FABP7 FBN1 FEZ1 FGF1 FGF11 FGF12 FGF2 FGF5 FGF7 FHL1 FHL3 FLNA FLT1 FOXE1 FOXG1 FRZB FZD2 FZD9 GAP43 GATA1 GCM2 GFRA3 GHR GJA1 GJB1 GJB5 GLI1 GLI3 GLRA1 GPR65 GRB7 GREM1 GRIK1 GSTP1 HBEGF HLF HMGA2 HOXA4 HOXA5 HOXB1 HOXB2 HOXB5 HOXB8 HOXC11 HOXD10 HOXD13 HOXD8 ID1 ID3 IGF1 IGF2 IL11 IL3 IL3RA IL6 IL6R IRAG2 ISL1 ITGB2 ITGB5 ITGB7 JAG1 KIT KRT13 KRT14 KRT15 KRT16 KRT17 KRT2 KRT32 KRT5 KRT6A KRT6B KRT85 KRT9 KRTAP5-9 L1CAM LAMA2 LAMA3 LAMB3 LAMC2 LCE2B LDB2 LEFTY1 LEPR LHB LIF LMO1 LMO2 LRCH4 LUM LY6H MAL MAP4K1 MATN1 MDK MEF2C MEF2D MEOX1 MFNG MGP MID1 MMP11 MSI1 MST1R MSX1 MYBL2 MYBPC1 MYBPC2 MYH11 MYL4 MYOG MYOM1 NAB2 NDN NELFA NELL1 NEO1 NEURL1 NGF NGFR NHLH2 NKX2-8 NKX3-1 NNAT NPAS1 NPTX1 NRG1 NRG2 NRGN NRP1 NRTN NTN3 NTRK1 NTRK2 PAEP PAX2 PAX5 PAX6 PAX7 PAX9 PBX1 PCP4 PDCD1 PDGFRA PDGFRB PI3 PLOD1 PLXNA3 PMP22 POU3F1 POU4F1 POU6F1 PPP2R5D PRL PRRX2 PTMS PTN PTPRG PTPRR RAPGEF1 RARG RECQL4 RELN RND1 ROR1 ROR2 ROS1 RTN1 S100A1 S100A4 S100B SCRG1 SEMA3A SEMA3C SEMA4D SEMA7A SEMG1 SERPINF1 SERPINI1 SH3GL2 SIM2 SIX1 SIX3 SIX6 SLIT3 SNAI2 SOX9 SPEG SPOCK1 SPOCK2 SPRR1B ST8SIA2 STMN2 TAFAZZIN TBR1 TBX1 TBX2 TBX4 TBX5 TBXT TCL1A TEK TFAP2A TFAP2B TGFBR3 TLE1 TLX1 TLX2 TNFAIP2 TNFSF12 TNNI2 TNNT3 UGT8 UTRN WFS1 WNT10B WNT2 WNT5A WNT7B ZEB2 ZIC1 ZP2 MODULE_221 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_221 ABAT ACADL ACADM ACADSB ACADVL ACOX1 ACOX2 ACSL1 ACSM5 ALDH1A1 ALDH1B1 ALDH2 ALDH3A2 ALDH6A1 ALDH9A1 BLVRB CPT2 DECR1 DHODH DPYD ECH1 ECHS1 EHHADH IVD MMUT PCCA PCCB SDHC SRD5A2 SUCLG1 MODULE_222 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_222 CBX1 CENPA CENPE CENPF H1-0 H1-2 H2AC18 H2AC6 H2AC8 H2AX H2AZ1 H2BC11 H2BC12 H2BC13 H2BC21 HMGB2 HMGB3 MAP2 MAP4 MAP7 TERF2 TOX MODULE_223 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_223 ADRA1D AKR1C3 AREG B2M BCAR1 BCAT1 BCL6 BST2 BTG1 CAPN1 CCL14 CCN1 CD2 CD4 CD48 CD5 CD69 CD79A CD81 CD83 CD86 CD8A CD8B CDK5R1 CHRM3 CREG1 CRIP1 CSF1 CSF3 CSF3R CSRP2 CXCL1 CXCL10 CXCL5 DAB2 DEFA5 DNAJC3 EDN1 EDNRA EGF EMP1 EMP2 EMP3 ENPEP EPS8 ERBB2 EREG EVI2A FGA FGB FGF4 FGG FOSL1 FTH1 GAS6 GCG GRN GRPR HBEGF HFE HLA-A HLA-B HLA-C HLA-DMB HLA-DOA HLA-DRA HLA-DRB5 HLA-F HLA-G HP IGF1 IGF2 IL15 IL15RA IL18 IL1A IL1B IL2RG IL3 IL6 IL6R INSIG1 IRAK1 ISG20 KCNN4 KLF6 LAMP3 LIF LILRA1 LILRA2 LILRB3 LILRB4 LILRB5 LRP1 LRPAP1 LY6E LY86 MDK MST1R MTHFR MXD1 MYC NAB2 NAMPT NCF4 NRP1 OSM OSMR P4HA2 PDGFA PDGFB PDGFRA PPBP PRDX1 PSPHP1 PTN REG1B RNASE6 RPS27 RPS4X RUNX3 S100B SELL SELP SERPINF1 SFN SHC1 SLAMF1 SPOCK1 TACSTD2 TFF3 TGFA TGFBI TIMP1 TLR1 TNFSF9 TPSAB1 TSPAN3 UBE2C VIPR1 ZEB1 ZFP36L2 MODULE_226 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_226 ALOX5AP ARF4 ARF5 ARL1 CDKN3 CXCL1 DUSP14 DUSP5 DUSP6 DYNLL1 GMFB HSPB2 MGST2 PPM1D PPP1CC PPP1R11 PPP2CA PPP2CB PPP4C PPP6C PRPSAP1 RFC3 SCG5 SERPINB2 TRIM23 UBA2 ZEB2 MODULE_227 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_227 ALAD ALAS2 BLVRA BLVRB CP CPOX FECH HMBS PPOX UGT1A6 UGT2B15 UGT2B4 UGT2B7 UROD UROS MODULE_229 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_229 ATRX BLM CHD4 CITED2 DDX1 DDX10 DDX23 DDX5 DHX8 DHX9 EIF4A2 ELOA ERCC3 FOS FOSL1 GATA1 GTF2F2 HELZ JUNB KLF7 MYCN OGA PRPF4B SOX9 STAT2 TFAP4 TRIM28 WRN XRCC5 XRCC6 ZNF254 MODULE_23 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_23 AADAC AANAT ABCC3 ABCC6 ABLIM3 ACAA1 ACACB ACO1 ACOT2 ACOX1 ACOX2 ACR ACSL1 ADH1A ADH1B ADH1C ADIRF AEBP1 AGPAT2 AGT AGTR1 AGXT AHSG AK4 AKR1C1 AKR1C3 AKR7A3 ALAS1 ALAS2 ALB ALDH1A1 ALDH1B1 ALDH1L1 ALDH3A2 ALDH4A1 ALDH6A1 ALDH7A1 ALDOB ALPL AMBP AMELX AMT ANPEP ANXA9 AOX1 APCS APEX2 APOA1 APOB APOC1 APOC2 APOC3 APOC4 APOE APOH APOL1 APOM APRT AQP3 AQP5 AQP7 AQP9 AR ARC ARG1 ARHGDIG ARHGEF16 ARID1A ARSA ASGR1 ASGR2 ASIC2 ATF5 ATP10B ATP11A ATP2B4 ATP4A AVPR1B AZGP1 BCKDHA BCKDK BCL2 BDH1 BHMT BLVRB BMP1 BRD4 BSN C1QB C1S C2 C4BPA C4BPB C6 C8A C8B CADM1 CALML3 CASP2 CBS CCL15 CCL2 CCND1 CCS CD14 CD151 CD22 CD34 CD3E CD8B CDA CDC42EP1 CDH1 CDH16 CDK5R1 CDK6 CELSR3 CES1 CFAP410 CFB CFH CFHR1 CFHR3 CFP CHPF CHRNB1 CITED2 CLDN3 CLDN5 CLDN9 CLEC10A CLEC3B CLN3 CNKSR1 COL18A1 COL1A1 COL2A1 COL6A1 COL7A1 COX6A2 CP CPB2 CPN1 CPN2 CPS1 CRYBA4 CST7 CTSF CYB5A CYB5R1 CYP27A1 CYP2A6 CYP2A7 CYP2B6 CYP2C19 CYP2C8 CYP2C9 CYP2D6 CYP2E1 CYP2J2 CYP3A4 CYP4A11 CYP4B1 CYP4F12 CYP4F3 DAO DCHS1 DDC DDT DEFB1 DHRS1 DHRS3 DIO1 DKK4 DLEC1 DLX4 DNAH3 DNASE1 DNASE1L3 DNM1 DOK1 DOLK DPT DPYSL4 E2F1 ECHS1 ECI1 ECM1 EFNA1 EFNA2 EFS EGFR EIF4EBP1 ELAC2 ELN ENG ENPP1 ENTPD2 EPAS1 EPHX1 EPHX2 ERBB3 ESR1 ETFB EXD2 F10 F12 F2 F7 FABP1 FADS1 FADS2 FAM107A FBP1 FBXL7 FCGRT FCN2 FDXR FETUB FEV FGA FGB FGFR4 FGL1 FGR FHIT FLOT1 FMO3 FMO4 FMO5 FN1 FOLR1 FUCA1 FURIN FUT1 FXYD1 FZR1 G0S2 GADD45B GATM GC GCGR GCHFR GCKR GJB1 GLRX GLYAT GMPR GNE GNMT GOT1 GPLD1 GPT GPX3 GRB7 GREM1 GRK1 GSTA2 GSTM1 GSTZ1 GTPBP1 GYPB GYPE H2BC12 H3C6 HAAO HAP1 HCN3 HGD HLA-DMA HMGCL HMGCS2 HMOX2 HOMER2 HP HPD HPGD HPN HPR HRG HSD11B1 HSD17B6 HSPB2 HSPG2 HTR2A HTR3A HTR4 HTR7 HYAL1 ICAM3 IFI27 IFIT1 IGF1 IGF2 IGFBP1 IGFBP2 IGFBP3 IGFBP4 IGHG3 IGHM IHH IKBKG IL3 IL32 IL4R IL7R ILRUN INHBC ISG15 ITGA10 ITGA5 ITGB5 ITGBL1 ITIH1 ITIH2 ITIH3 ITIH4 IVD JAK3 KCND3 KCNQ3 KLKB1 KNG1 KRT18 KRT31 KRT4 KRT86 LAIR1 LAMB2 LBP LCAT LECT2 LGALS4 LGMN LLGL2 LRP1 LRP3 LTBR LTC4S LY6G6C MAL MAN2B1 MAOA MAOB MAP2K3 MAPKAPK3 MAT1A MEF2C MEN1 MGLL MGP MME MMP11 MPG MST1 MT1G MTHFD1 MTHFR MTHFS MUC1 MYL9 N4BP2L1 NAAA NAT8 NECTIN2 NEURL1 NFKBIB NFKBIL1 NHERF1 NKG7 NME3 NNMT NOVA1 NPFF NR0B2 NR1D1 NRG2 NRTN NTNG1 NTSR2 NUPR1 ODF1 OGG1 ORM2 PAEP PAH PAX3 PAX7 PBX1 PC PCBD1 PCDH1 PCK1 PCK2 PCOLCE PCYT2 PDGFRA PEPD PFKFB2 PHYH PLAAT4 PLAT PLCG2 PLG PLIN2 PLK3 PMVK POLD2 PON3 POU4F1 PPP1R1A PPP6R2 PRELID3A PRF1 PROC PROCR PROX1 PRSS8 PSD4 PTCH1 PTGDS QDPR QSOX1 RAC3 RAMP2 RARRES2 RBMS3 RBP1 RBP4 REN RGN RGS10 RGS4 RHBDL1 RHOB RHOD RIBC2 RIDA RNASE4 RNF167 ROR2 RPS26 RUNX1T1 RXRA S1PR4 SAC3D1 SBNO2 SCAMP5 SCD SCO2 SCP2 SDC1 SDS SELE SELENOP SEMA4D SEMA6C SERPINA1 SERPINA3 SERPINA4 SERPINA5 SERPINA6 SERPINC1 SERPIND1 SERPINE1 SERPINF2 SEZ6L SFTPC SHBG SHMT1 SLC10A1 SLC11A1 SLC13A2 SLC22A1 SLC22A18 SLC22A18AS SLC25A1 SLC2A1 SLC37A4 SLC38A10 SLC43A1 SLC5A2 SLC6A11 SLC6A2 SLC7A11 SLCO2B1 SLIT2 SLPI SMAGP SMPDL3B SMTN SNCG SOD3 SORBS2 SORD SPP2 SPRR2C SRPK3 SRPX ST3GAL4 ST6GAL1 ST6GALNAC4 STAB1 STARD5 STAT2 STMN1 STOML1 STX1A SYNPO2L TAF1 TBL3 TBX19 TBX5 TBXT TCF7 TCIRG1 TDO2 TFAP2B TFF2 TFR2 TGFB1 TGFBI TGM2 TIMM17B TIMP2 TIMP3 TLE1 TM4SF4 TM4SF5 TM7SF2 TMEM63A TMEM97 TNF TNFRSF10B TNFRSF14 TNFRSF1B TNFRSF25 TNXB TRAPPC6A TRIB1 TRIM16 TRIM29 TRPC4AP TRPM2 TTLL12 TULP1 TYR UBE2L6 UCN UGDH UGT2B15 UGT2B4 UGT2B7 VAMP5 VEGFA VGF VSIG4 VSNL1 VTN WAS XDH ZKSCAN7 MODULE_233 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_233 GCLM GSS PAICS TRIP12 TTLL1 UBE2A UBE2D1 UBE2D2 UBE2D3 UBE2G1 UBE2H UBE2I UBE2K UBE2L3 UBE2L6 UBE2M UBE2N UBE2S UBE2V1 UBE2V2 UBE3C UBR5 MODULE_234 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_234 AEBP1 ALX1 BMP1 BMP2 BMP4 BMP5 BMP7 CALCA CLEC3A CLEC3B CNMD COL10A1 COL11A1 COL12A1 COL1A1 COL9A2 COMP DLX3 DLX5 ETS2 EXTL1 FBN1 FGFR1 FGFR3 FRZB GHR HOXD13 IBSP IGF1 IGF2 IL6 IL6R INHBA JAK2 JAK3 LECT2 LUM MGP MSX1 NKX3-2 NPR3 POSTN PRELP PTH1R SNAI1 SOX9 SPARC SPOCK2 SPP2 TCF15 TIE1 TNFRSF11B TWIST1 ZBTB16 MODULE_235 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_235 ACY1 AGXT AHCY AKR1C2 AKR1C3 ALAS1 ALDH3A2 ALDH4A1 ALOX15 ANXA1 APOC1 APOC4 APOE ARSB ASNS ASS1 ATP8B1 CA12 CA2 CA5A CA8 CAD CBS CETP CHRM3 CYP3A4 DDC FAH GAD2 GALNS GCH1 GCLC GCLM GGT1 GLUD1 GOT1 GOT2 GPT GSTZ1 HERC2 HMGCL HMGCS1 HPD ICMT IDS KYNU LCAT LDLR LRP1 MAT1A ME2 MGLL MMP15 MTHFD1 MTTP NDST1 NEDD8 OAT ODC1 PAH PEPD PHYH PMVK PTGIS PTS PYGL PYGM QDPR QPCT SDS SREBF1 TPST1 TTLL12 UBE2E1 UBE2G1 UBE2I UBE2L6 UBE2V2 UGDH UGT2B10 UGT2B7 MODULE_236 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_236 APOA1 APOB APOE APOL1 CELA3A CETP LDLR LRP8 MBTPS2 NMT1 NR0B2 SCARB1 SOAT2 SORL1 SREBF1 STARD3 UGCG VLDLR MODULE_237 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_237 ADAT1 ADD3 ANKRD53 ASF1A ATM CBLB CHD7 DMXL1 EVI2B FASTKD1 FOXO1 G6PC3 GNPTAB GPCPD1 HEATR6 HELQ HOXA10 HSD17B11 IDS ITGAV KCNA3 KLF8 LASP1 MAP3K1 MMS19 MPZL1 MXI1 N4BP2L1 OGA PARVG PDLIM3 PIK3CA POLR3B PPP3CC PTGER2 PTPN22 PTTG1 RASA1 RBL2 RENBP RIPK4 RNPC3 RPS10 SELL SF1 SSH2 SYT7 TBRG1 TIFA TLK1 TSPAN32 UBXN11 ULK4 UQCRH USP34 USPL1 WRAP53 ZRANB2 MODULE_238 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_238 ABCC5 ADA2 ADAM28 ADGRE2 ALOX5 AMD1 ANKRD28 ARHGAP25 ATP2A3 BACH2 BANK1 BCL2 BIN2 BLK BLOC1S5 C3orf36 CACNG4 CCDC186 CD200 CD24 CD5 CDC25B CLDN15 CMKLR1 CNR2 COA7 COL19A1 COL4A4 COQ9 CSMD2 CTLA4 CTSF CTSZ CXCR4 DBP DEFA1 DGKD DIRAS2 DLC1 DNAH11 DPEP2 FADS3 FAM200C FAM53B FANCF FCER2 FCMR FCRL1 FCRL2 FCRLA FGR FLRT2 FOXP1 G6PC3 GABBR1 GLRA3 HDAC9 HDLBP HEATR6 HIKESHI HLA-DRB3 HMGN3 HSD17B11 HVCN1 IGHG3 IGHM IL10RA IL1R2 IL24 IL4R IRF8 ITGB7 ITM2C KCNA3 KCNQ5 KIAA0753 KLHL41 LRRC19 MAP2K6 MARCHF1 MECP2 MED12L MED25 MED29 MTBP MX1 NAALADL1 NACAD NEK11 NME1 NR2E1 NRIP2 NTRK3 OAS1 OSBPL10 P2RY10 PDE2A PLAC8 PLGLB2 PLGRKT PNRC1 PORCN PRKCB PRMT3 PRPF38B PTCRA PTPN12 PTPN6 PTPRO PTX3 RABIF RAPGEF6 RAX2 RCSD1 RIPK4 RIPOR3 ROR1 RPAP3 RSAD2 RUBCNL SEL1L SELP SHC2 SLC24A3 SLC27A5 SMCHD1 SOX6 SP110 SPATA20 SPINT2 SPON2 SPPL2A SPRR1A STK33 TAP1 TASL TCF7 TCL1A TMEM79 TMEM97 TNFAIP2 TOR1B TP53I13 TRAF3IP3 TRAPPC13 TRDD3 TRPC1 TSPAN32 TSPOAP1 TTLL2 TXLNGY TXNIP UNC5D USP2 UTY VANGL1 VAV1 XIRP1 ZFHX2 ZFP36L2 ZNF292 ZNF395 ZNF423 ZNF587 MODULE_239 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_239 ACBD3 ADIPOR1 ADSS2 ANKRA2 AP2B1 AP3B1 APLP2 ARFGEF2 ARPC5 ASXL2 ATP11A ATP5MK B3GNT2 BAIAP2L1 BCAP31 BCKDHA BIVM BMI1 C1orf43 CAB39 CCDC88A CDK13 CDV3 CHPF CNIH1 CYB5B DDX5 DEGS1 DHX40 DHX9 DLG1 DNAJC3 DSP DYNC1H1 DYNLT3 ELOVL5 FADS2 G3BP2 GALNT1 GIGYF1 GLO1 GOLT1B GSKIP HDHD2 HMGCR HMGCS1 IDE IDI1 IGF2R IL2 IL6ST ITGB1 LNPEP LPGAT1 LRP11 LRRC8A MAEA MANF MAP3K8 MBNL1 N4BP2 NCSTN NONO NSF NUP133 OCLN ORC3 PACC1 PAICS PCYOX1 PDIA4 PIK3R1 PIK3R4 PLXND1 PPP1CC PPP2R5A PRRC1 PRUNE1 PTTG1IP RAB6A RHOBTB3 ROBO1 RTN3 SAR1B SF3B1 SLC25A32 SLC30A1 SLC38A2 SLMAP SOS1 SP3 SRP9 SSR1 STAG2 SUCO SYPL1 TACC1 TADA1 TAF9B TBC1D1 TBCE TENM4 TMED10 TMED2 TMOD3 TNPO1 TOMM20 TOR1AIP1 TRIM24 TWF1 TWSG1 UNG UXS1 VPS50 VPS72 WIZ ZNF271P ZNF490 ZNF655 ZNFX1 MODULE_24 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_24 AADAC AAK1 AANAT ABAT ABCA1 ABCC6 ABLIM3 ACAA1 ACADSB ACKR1 ACO1 ACSL1 ACSL4 ACTN1 ADH1A ADM AGPAT2 AGT AGTR1 AGXT AHSG AK4 AKR1C1 AKR1C3 ALAS1 ALAS2 ALB ALDH1A1 ALDH4A1 ALDOB ALPL AMBP AMELX AMT ANPEP ANXA9 APCS APOA1 APOA4 APOB APOC1 APOC2 APOC3 APOC4 APOE APOH APOM AQP1 AQP3 AQP5 ARG1 ARHGDIG ARHGEF16 ASGR1 ASGR2 ATF5 ATOSB ATP1B2 AZGP1 BAAT BCAM BCL2L1 BHMT BLVRB C1QB C1S C2 C4BPA C4BPB C5 C6 C8B CACNB1 CARD10 CCHCR1 CCL15 CCL7 CCN1 CCND1 CD14 CD163 CD24 CDC20 CDC42EP1 CDH1 CDH4 CDK5R1 CEACAM3 CFAP410 CFB CFH CFHR1 CFI CHRNB1 CITED2 CKS2 CLDN5 CLEC3B CLUH CNN3 COL1A1 COL1A2 COL2A1 COL3A1 COL4A1 COL5A2 COL6A1 COL6A2 COL6A3 COL9A1 CPB2 CPS1 CRYZ CSF3R CST7 CTSG CYB561 CYB5A CYP27A1 CYP2A6 CYP2A7 CYP2B6 CYP2E1 CYP2J2 CYP3A4 CYP3A7 CYP4A11 DDC DDIT4 DDT DEFA3 DHRS3 DKK4 DLC1 DLEC1 DLK1 DNASE1L3 DNM2 DOK1 DPP6 DPT DRD2 DSP ECHS1 ECI1 ECM1 EFNA1 EFNA2 EGFR ELL2 ELN ENG EPAS1 EPHX1 EPOR ETFB ETS2 F10 F12 F2 FABP1 FADS1 FADS2 FAM107A FBN2 FBP1 FCGRT FETUB FGA FGB FGFR3 FGFR4 FGL1 FKBP1B FKBP8 FN1 FOLR1 FST FUCA1 FUT1 FXYD1 FXYD2 GADD45G GALR3 GATA1 GATM GC GCH1 GCHFR GCLC GCLM GDF15 GDPD5 GJB1 GLRX GMPR GOT1 GPC3 GPX3 GREM1 GSTM1 GSTT1 GTSE1 GYPA GYPB H2BC12 H4C3 HAGH HAP1 HBD HBZ HGD HMGCS2 HMOX1 HP HPD HPGD HPN HPR HRG HSPA6 HSPB2 HSPG2 HTR2A HTR3A HTR4 HYAL1 ID2B IER3 IFIT1 IGF2 IGFBP1 IGFBP2 IGFBP3 IGFBP4 IGSF1 IHH IKBKG IL1R1 IL1RN IL32 IL4R INHBC INSIG1 IQGAP2 ITGA2B ITGA5 ITGB5 ITIH1 ITIH2 ITIH3 ITIH4 JAK3 JUNB KCND3 KCNJ4 KCNQ1 KLKB1 KNG1 KRT18 KRT86 LAIR1 LAMB2 LAPTM5 LBP LCAT LDLR LDOC1 LECT2 LGMN LLGL2 LMO2 LRP1 LTF MAOA MAOB MAP2K3 MCM2 MEGF9 MEN1 METTL1 MFAP2 MICAL2 MMP11 MOK MPO MPP1 MSMO1 MST1 MSX1 MT1G MTHFR MTHFS NAT8 NECTIN2 NEURL1 NFIL3 NHERF1 NNAT NNMT NR0B2 NR1D1 NRTN NTSR2 NUPR1 NXPH4 ORM2 P4HA1 PAH PCBD1 PCK1 PCK2 PCLAF PCNA PCOLCE PDGFRA PEG10 PEG3 PF4 PHLDA2 PHYH PIM1 PIM2 PLA2G2A PLEC PLG PLIN2 PLK3 PNP PNRC1 PON2 PON3 PPBP PPP1R15A PPP1R1A PPP4R2 PPP5C PPP6R2 PRG2 PROC PRTN3 PSG7 PTGER3 PTP4A1 PTPRD PTPRO PTTG1 PYGL QDPR RAC2 RARRES2 RBM38 RBMS3 RBP1 RBP4 RGN RGS10 RHAG RHBDL1 RHOB RIBC2 RIDA RNASE2 RNASE3 RNASE4 RND1 RNF167 S100A4 S100A8 S100A9 SBNO2 SCO2 SCP2 SDC1 SDS SELENOP SERPINA1 SERPINA3 SERPINA4 SERPINA5 SERPINA6 SERPINC1 SERPIND1 SERPINE1 SERPINF2 SERPINH1 SETD1B SHMT1 SLC22A18AS SLC25A1 SLC29A1 SLC2A3 SLC37A4 SLC43A1 SLC4A1 SLC6A11 SLC6A2 SLC6A8 SLCO2B1 SLPI SMOX SMPDL3B SOD3 SORD SPN SPP1 SPP2 SRGN SRPX SRRM2 ST3GAL4 ST6GAL1 ST6GALNAC4 STAB1 STARD5 SYNPO2L TBC1D2B TBCD TCF7 TDO2 TFAP2B TFR2 TGFBI TGM2 TIMP3 TM4SF4 TM4SF5 TM7SF2 TMCC2 TMED3 TMEM106C TNFRSF10B TNFRSF1B TNFRSF25 TNXB TRIB1 TRIM16 TRPM2 TTLL12 TULP1 TYR UBE2C UBE2L6 UBXN1 UGDH UGT2B15 VEGFA VSIG4 VSNL1 VTN WAS XK ZYX MODULE_240 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_240 AHNAK AP2A1 CACNG4 COA8 CRYZL1 EVI2B IGHM IGLJ3 INTS11 MGA NEUROD6 NUDT22 NUP107 PLAGL1 PLEKHA1 PTGIS RGS5 WWC3 ZNF185 ZNF266 MODULE_241 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_241 AGXT AOAH ATP1B1 C3AR1 C5AR1 CCR1 CD14 CDH11 CDK10 COL1A2 CYP27A1 DEFA1 DHCR24 DNM2 DNTT DOK1 DUSP2 EDC4 ETS1 EYA2 FN1 FOXM1 FZD2 GDF15 GNA15 GRB7 HNF1A IER3 IFI27 IL2RB KDM5C LAG3 LGALS3BP LGMN LPCAT3 LTF MAN2B1 MGAT1 MMP12 MT1H MT2A MYL9 MYLK NINJ1 NNMT NRG1 ORM1 P2RX4 PDXK PIEZO1 PLD3 PLOD1 POMZP3 POSTN PPIB PRRX1 RAB31 S100A1 S100A9 SAA1 SECTM1 SEMA4D SOD2 SPI1 SUPT5H TARBP2 TAX1BP3 TBXAS1 THBS4 TLR1 TRIO TRIP10 WASF3 MODULE_242 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_242 AANAT ABCA1 ABCB9 ABCC8 ACSL6 ACTL6B ADAM20 ADGRL3 AKAP3 AKAP7 ALDOB ALOX15 AMELX AMMECR1 APC2 AQP8 ARFGAP3 ASIC3 ASIP ATOSB ATP4A ATP6V1G2 B3GNT3 BMP10 BRD4 CCDC9 CCK CCKAR CCL7 CD4 CDH1 CDH16 CDK5R2 CEACAM3 CEACAM4 CEP135 CHP2 CHRNE CHST1 CHST3 CLDN14 CLDN5 CLDN9 CNTN6 CRCP CTSG CYP27B1 CYP2C19 DHRS2 DKK4 DNAJB12 ECE2 EDA EIF1AY EIF4EBP1 EMID1 ENTPD2 EXD2 EXOSC2 FAM131B FAM13A FCN2 FKBP6 FLT1 GALNS GALR3 GAS8 GFPT2 GIP GLE1 GNG4 GNG7 GNMT GPR3 GREM1 GRIK5 GRK1 GRM2 H3C6 H6PD HBB HCRT HMHB1 HOXB1 HOXC11 HSD17B1 HTR4 IKBKG ING1 INHBC IVL JAKMIP1 KCND3 KCNN1 KCNQ3 KCTD17 KIAA0586 KIF21B KRT32 L1CAM LCE2B LEFTY1 LORICRIN LRIT1 LYPD3 MACIR MAGEA4 MAGEA9 MAGEC1 MAGI1 MET MLLT1 MPZL2 MSI1 MTA2 MTHFR MYCL MYH2 MYOZ3 NAT8 NDRG2 NECTIN1 NELFA NEMF NNAT NR0B2 NR2E3 NRG2 NRXN1 NSG1 NTNG1 NTRK1 ODF1 P2RX1 PAX7 PGAM2 PGC PI3 PIGL PIGO PIK3IP1 PKP3 PLIN1 POM121L9P PPP4R2 PRB4 PRELID3A PRF1 PSCA PTH2R PTP4A3 PTPRN PZP RAC3 RASL10A RBMXL2 RECQL5 REG1B REN REPS2 RGS9 RIBC2 RIMS2 RUNDC3A S1PR2 S1PR4 SCAMP5 SCGN SCN2B SEMA7A SERPINA4 SEZ6L SHBG SIT1 SIX3 SIX6 SLC17A3 SLC17A7 SLC22A18AS SLC22A6 SLC7A11 SLC7A4 SLIT3 SOX10 SPC25 SPINK2 SRPK3 SSTR2 SSX4 STATH SYT5 TACC2 TAGLN3 TAOK2 TBX1 TBXT TEX28 TFAP2B TNFRSF10C TNFRSF13B TNFRSF21 TNFRSF6B TP63 TRIB1 TRIM10 TRIM15 TRPM2 UCN UNC119B VAMP1 WASF2 ZBTB24 ZNF143 MODULE_243 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_243 ACBD3 ADGRV1 AGR3 ALG6 AMZ2 APOD APPL2 ATP2A3 ATP5IF1 BCL2L1 BDP1 CACNG4 CAMLG CCDC32 CCP110 CHAMP1 CNOT6 CRLS1 DCUN1D1 DDIT4 ECH1 EGFL7 FAM171B FCGRT GASK1B GATD3 GPR37 HAGH HERC4 HIGD2A HSD17B11 IFNA13 IFT122 ITGB3BP JRKL LBR LIPA M6PR MRPS24 MTHFSD MTPN NDUFA4 PCNA PDCL PDGFA PGS1 PIGP PJA2 PLTP PPP6C PRDX1 PSMD10 RAD17 RPA3 RTL8A RTN3 SAYSD1 SCAMP1 SCAND1 SEC24D SLC11A2 SPG11 STRN3 SUB1 TGM3 TM2D2 TM4SF4 TM7SF3 TMEM161A TOB1 TSPAN6 TSPAN7 UQCRFS1 VAMP5 VPS36 WDR19 ZBED4 ZBED5 ZFP36L1 ZKSCAN4 ZRANB2 MODULE_244 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_244 ABCB4 ABCC1 ABCD3 ABL2 ACVR1 ACVR2B AK2 AK4 ATP12A ATP5F1B BLM BUB1 CAMK1 CARS1 CCT4 CCT6A CCT6B CCT8 CDC7 CDK1 CDK16 CDK2 CDK20 CDK4 CDK5 CDK6 CDK7 CDK8 CENPE CHD4 CHEK1 CHEK2 CLK2 CMPK1 COASY CSNK1E CSNK2A1 CSPG4 DCK DDX1 DDX10 DDX11 DDX17 DDX23 DDX3Y DDX6 DHX30 DTYMK DYRK1A DYRK3 EIF4A3 EPHA4 EPHB1 EPHB2 ERCC3 FES GMPS GRK1 GSS GTF2F2 GUCY2D HARS1 HELZ HK1 HLTF HNRNPU HSPA1L HSPA8 HSPD1 IARS1 IGF1R ILF2 IRAK1 KARS1 KHSRP KIF11 KIF14 KIF22 KIF23 KIF2C KIF3B LCK LIG1 LIG4 LIMK1 MAP2K2 MAP3K8 MAP4K2 MAP4K4 MAPK13 MAPK14 MAPK4 MAPK6 MAPKAPK3 MARK3 MAT1A MAT2A MCM3 MCM6 MED24 MELK MERTK MKI67 MLH1 MSH2 MSH5 MTHFD1 MYLK MYO18A MYO1E NARS1 NEK2 NEK4 NME1 NME2 NME4 NOLC1 NPR1 ORC1 P2RX1 PCNA PDK3 PEX1 PEX6 PFKFB4 PKN1 PLK1 PLK4 PMS1 POLA1 POLD1 POLD2 POLE POLE2 POLG POLR2C POLR2D POLR2E POLR2J POLR2K POLRMT PRIM1 PRIM2 PRKCD PRKCI PRKCQ PRKX PRPF4B PSMC4 PSMC6 PTK7 QARS1 RAD51 RAD51C RAD54L RECQL4 RFC1 RFC2 RFC3 RFC4 RFC5 ROR2 RUNX3 SEPHS1 SEPHS2 SMARCA2 SMARCA5 SMC2 SRPK2 STK11 STK3 STK38 TAP2 TIMM44 TK1 TOP2A TRAP1 TRIP13 TTK USP14 VARS1 VRK1 VRK2 WEE1 XRCC3 XRCC5 XRCC6 MODULE_245 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_245 AOC1 ATF6 BAG3 CCT4 CCT6A DNAJA1 ERP29 FKBP1A HSPA8 HSPD1 HSPE1 KDELR1 KDELR2 KPNA2 KPNB1 LRPAP1 PDIA5 PDIA6 PPIC SRP9 SSR1 SSR2 TNPO1 TNPO2 TOMM34 VBP1 MODULE_247 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_247 ADH1A ADH4 AKR1C1 ALDH1A3 ALDH3B1 ALDH3B2 AZU1 BPI BTD CAMP CD14 DEFA4 DEFA5 DEFB1 DEFB4A EPHX1 EPHX2 FMO4 GNLY HTN3 KMO LALBA LBP LYZ MGAM MGLL MICAL2 NQO1 PGLYRP1 PRG2 RNASE3 S100A12 SI SULT1C2 UGT2B15 VNN1 VNN2 MODULE_248 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_248 ABL2 ABLIM1 ADCY8 APBA1 ARAF ARHGAP29 ARHGEF11 ATXN7 BCAR3 BCR BEST1 BFSP2 BRAF CASK CDH3 CHN2 CNGA1 CNGA3 COL11A1 CRYAB CRYBB2 CRYGA CRYGD CRYM CXCL1 CXCL8 CXCR2 CYP1B1 CYTIP DGKA DGKE DLG3 DLG4 EFEMP1 EML1 EML2 FBN1 FER FES FGR FKBP8 FSCN2 GNAT2 GRAP2 GRB10 GRB14 GRB7 GRK1 GUCY1A2 GUCY2C GUCY2D GUCY2F HRH1 HTRA1 IL16 IMPG1 ITK JAK1 JAK3 KRT12 LCK LIN7A LUM MERTK MPDZ MPP1 MYOC NCF1C NOS1 NPR2 P2RY2 PAX2 PAX6 PDCL PDE6A PDE6B PDLIM3 PDLIM4 PHYH PIK3C2G PIK3R2 PITPNA PLCG1 PLEK PRB4 PRKAR2A PRKCA PRKCG PRKCH PRKCQ PRKCZ PRKD1 PRPH2 PSEN2 PTPN11 PTPN13 PTPN3 PTPN6 RASA3 RCAN1 RCVRN RGS16 RIN1 RPE65 RRH RS1 S100A1 SH2B2 SH2D1A SHB SHROOM2 SLA SNTB2 SOCS1 SOCS3 STAT2 STAT4 STMN2 TGFBI TULP1 TULP2 TXK TYROBP UNC13B USH2A VAV1 WFS1 YES1 ZBTB33 MODULE_249 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_249 ACAA2 ACAT1 ALAS1 BAAT CPT1A CPT2 DBT DLST F13A1 GGT1 GGTLC1 GLYAT HADHA HADHB HAT1 LCAT NAT1 NAT2 QPCT SAT1 SPTLC2 TGM1 MODULE_25 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_25 NDUFB3 NDUFB5 NDUFB8 NDUFC1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS8 NDUFV1 NDUFV2 UQCRB MODULE_252 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_252 ACTL6A ADNP2 AKT1 APEX1 APLP2 ASAP2 BARD1 BIRC5 BMI1 BUB1 CALU CBX1 CBX4 CBX5 CCNA2 CCNB1 CCNB2 CCND2 CCNE2 CCNO CCNT1 CDC25C CDC45 CDC5L CDC7 CDK1 CDK4 CDK7 CDKN1A CDKN2A CDKN2C CENPA CENPE CENPF CHAF1A CHAF1B CMPK1 COIL COPS2 CSE1L CSNK2A1 CSRP2 CTCF DCK DDX23 DDX5 DEK DGKI DHX9 DLX5 DNMT1 DR1 DSP DYRK1A E2F1 E2F3 EWSR1 EZH2 FEN1 FOS FOSL1 FOXG1 FOXM1 GNL2 GTF2F2 GTF2I H2AX H2AZ1 H2BC12 H2BC21 HAT1 HDAC1 HDAC2 HLTF HMGB1 HMGB2 HMGN4 HNRNPA0 HNRNPA3P1 HNRNPF HNRNPR HOXA13 HR HSF2 ILF2 ILF3 IPO7 JUN JUNB KATNB1 KHDRBS1 KHSRP KIF23 KIF2C KMT2A KMT2D KNTC1 KRT17 LHX2 LIG1 LMNB1 LMO2 LRP8 LSM1 MAD2L1 MAFG MAP2 MAPK14 MAZ MCM3 MCM6 MEIS1 MLF1 MLH1 MNDA MPHOSPH6 MSH2 MSX1 MYBL2 MYC MYCN MYO18A NAP1L1 NASP NCAPD2 NCBP2 NDC80 NEK2 NEK4 NELFE NFATC4 NFYA NME1 NME2 NUP107 NUP153 ORC1 PAX6 PCNA PER1 PHLDA1 PLK1 PNN POLA1 POLD1 POLD2 POLE2 POLR2D POLR2F POP7 POU4F1 PPP2R5D PPP4C PRIM1 PRIM2 PRKDC PRPF4B PRPF8 PSMA2 PSMA4 PSMB5 PSMC4 PSMD10 PSMD12 PSMD2 PTTG1 RAD21 RAD23A RAD51 RAD51C RAD51D RAD54L RAN RBBP4 RCC1 RECQL4 RFC3 RFC4 RFC5 RNMT RPA1 RPA2 RPA3 SAP30 SFPQ SLBP SLU7 SMC2 SNRPA1 SNRPB2 SNRPC SNRPD1 SNRPE SNW1 SOX4 SOX9 SRPK2 SRSF1 SRSF10 SRSF2 SRSF7 SSB SSRP1 STAMBP STAT1 STK38 STMN1 SUMO1 TAF11 TAF4 TAF6 TAF7 TENT4A TFDP1 TLX2 TMPO TNPO1 TOP2A TOPBP1 TRA2B TRIP13 TSN UBE2A UNG VPS72 WDHD1 WEE1 XRCC3 XRCC5 YBX1 ZBTB25 ZFP36L1 ZNF124 ZNF146 ZNF217 ZNF43 ZWINT MODULE_253 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_253 ARSB CENPE DCTN2 DNM1 DYNC1LI2 DYNLL1 KIF11 KIF14 KIF23 KIF2C KIF3B KIF5A KIF5C MAP1B MAP2 MAPRE1 SNTB2 STMN1 TUBA4A TUBB3 TUBB4B MODULE_254 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_254 BCAR3 BCL2A1 BCL2L1 BIK BIRC2 BIRC3 BIRC5 BNIP2 BNIP3 BNIP3L CCNB1 CCND2 CD2 CD69 CDC20 CDC45 CDK4 CDK6 CDK8 CFLAR CLEC2B DNAJC3 DUSP6 E2F1 E2F3 EREG FAS FASLG FCER2 FGF4 G0S2 GSPT1 IER3 IFITM1 IL1A IL1B KLRK1 LALBA LGALS1 LGALS3 MBL2 MKI67 MPHOSPH6 MPO MX1 MYBL2 NEDD9 NFKB1 NRAS NUPR1 PCNA PLK1 RAN SERPINB2 SON STK17B TNFSF10 TNFSF14 UBE2V2 WEE1 MODULE_255 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_255 AASS ABHD17C ABI3 ACE ACKR1 ACSL1 ACSM5 ACTR6 ACVR1 ADAMTS3 ADIPOR2 AGAP2 AHNAK AKAP8L ALDH1B1 ALDOA ALG6 ALKBH4 AMIGO1 AMOTL2 AMY2B AMZ2 ANKFY1 ANKRD13A ANXA1 APTX ARG1 ARHGAP15 ARHGAP20 ARHGAP45 ARID5A ART3 ASXL2 ATG16L1 ATG2A ATG4D ATP8A2 ATRN ATXN7 AURKAIP1 BAG3 BAIAP3 BASP1 BCL2L13 BCL2L14 BCR BEGAIN BFSP2-AS1 BGN BPIFA1 BRAP BRIP1 BSDC1 BTN2A1 C17orf75 C19orf73 C1orf116 C21orf62 CACNA2D3 CAND1 CBLN1 CCAR2 CCBE1 CCDC134 CCDC81 CCDC85C CCDC90B CCL11 CCL2 CCNL1 CD163 CD1A CD1D CD8A CDH22 CDH4 CDH5 CDK11A CDK16 CEBPZ CELF2 CELP CEP162 CHD1 CHD9 CHL1 CHST1 CHST9 CIP2A CITED2 CLCF1 CLUH CMTM6 CNOT6L COCH COL6A3 COPE COQ8A CORIN CSF1 CSF2RB CST1 CTSZ CUL9 CXCL10 CXCL8 CYP1A1 CYP2A7 CYYR1 DCAF15 DCANP1 DCLK1 DCTN3 DDX60 DES DEXI DHODH DIO3 DIRAS2 DLC1 DNAAF4 DNAH11 DNAJA1P5 DPYD DYNC2LI1 DZIP3 EARS2 EEF1D EFCC1 EIF2B4 ELAC1 ELOB ELOVL2 EPB41L4B EPHA7 EPHB6 EPS15L1 EREG ERLIN2 ERMN ERVMER34-1 ESPN EYA3 FABP2 FAF1 FAIM FAM169A FAM220A FAR2 FBXO11 FBXW4 FGD6 FGFR1 FLJ13224 FMN1 FN1 FNBP4 FOS FPR2 FUCA1 FURIN GABARAPL2 GABPB1-IT1 GEM GEMIN7 GJA1 GJA5 GJC2 GLB1L GOLGA4 GOLGA5 GPATCH3 GPR26 GPR68 GPSM3 GSN GSTM1 HACD1 HBE1 HIF1A HIVEP2 HMGN5 HNRNPDL HOMER2 HS1BP3 IL18R1 IL1A IL1R2 IL1RL1 ILRUN INIP INO80B IPCEF1 ISYNA1 ITGA4 ITGAM ITGB1 ITGB5 ITK ITM2C KAT2B KATNAL1 KATNIP KCNE4 KDM4D KDM5B KIAA1522 KIAA2013 KLHL36 KLHL4 KLHL41 KRT19 LACTB LANCL2 LAP3 LARP1 LDAH LEPROTL1 LINC00160 LMTK3 LNPK LRP3 LRRC14 LRRC19 LRRC4C LRRN3 LY86 LY9 LYL1 LYZ MAGED4B MAL2 MAP2K6 MAPK4 MAPKBP1 MBD5 MCMBP MCTS1 MED12L MED25 MED28 METTL7A MFSD1 MICALL1 MICB MLYCD MMP14 MMP7 MMP9 MOB4 MOCOS MORC3 MPRIP MREG MRPL18 MRPL27 MRPL36 MRPL47 MRPS15 MST1R MTMR12 MXRA8 MYEF2 MYL12A NACAD NADSYN1 NANS NCF2 NCOA7 NECAP2 NEIL1 NELFB NELFCD NEPRO NFIL3 NGF NME1 NOL7 NOP53 NR2E1 NRL NSUN3 NUP54 NUP58 NUTM2F NXPH4 OBSCN OR2A1 OR7E12P OSBPL9 OTOR OXGR1 PAPOLA PAQR5 PARS2 PAWR PCED1B PCGF1 PDCD2L PDCD6 PDE4D PGLYRP2 PHAX PHIP PI4K2B PIF1 PIP4K2C PITPNC1 PKIA PLAAT4 PLEKHF2 PLEKHG1 PLEKHM2 PLGLB2 PLIN1 PNMA8A POGLUT2 POLDIP3 PORCN POU6F2 PPP1CB PPP1R14D PPP4R2 PRDM1 PRDM8 PRPF39 PTGS2 PTPRF PTPRT PTPRZ1 PTX3 PYCR3 PYGB QKI QSER1 RBM7 REPIN1 RERE REV3L RNASE6 RNASEL RNF103 RNF213 RNF220 RPAP3 RPRM RRAGD S100A5 SARAF SAV1 SCARA3 SCD SDC3 SELP SEMA4A SENP1 SFRP1 SH2B3 SIAH1 SIPA1L3 SLAMF7 SLC11A2 SLC17A8 SLC19A1 SLC22A3 SLC25A27 SLC26A8 SLC43A1 SLITRK1 SLMAP SMAD3 SMG7 SNRNP25 SNX5 SOX6 SP140L SPNS1 SPSB4 SQOR SSBP4 STAMBPL1 STAT3 STRIP2 STRN SUGP2 SURF6 SV2B TAL1 TBC1D8B TBC1D9 TDP1 TESPA1 TFPI2 THEG TIMELESS TIMP3 TIMP4 TLN1 TMCC2 TMED3 TMEM120A TMEM121B TMEM144 TMEM161A TMEM248 TMEM250 TMEM255A TMEM47 TMEM62 TMEM97 TMLHE TNFRSF13C TNFSF4 TOR4A TP53 TRABD TRIM14 TRIM48 TRIM7 TSLP TTF2 TUBA4A UFSP2 UGCG UNC79 USP36 UTP11 VIT VNN1 WDR19 WDR25 WDR46 WRNIP1 XPO4 XRN2 YWHAB ZBTB5 ZCCHC4 ZDHHC2 ZFP41 ZGRF1 ZKSCAN7 ZMAT4 ZMYM5 ZNF107 ZNF117 ZNF143 ZNF264 ZNF318 ZNF566 MODULE_256 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_256 ABCA7 ABCB8 ACBD6 ACP2 ACVRL1 ARSA ASB16 CELSR2 CHAMP1 CHCHD6 CRY1 CSF1R DGAT2 DIPK2B DNAH11 DOCK1 ELN ETV5 FBXL3 FLNA FNTB GPD1 H3C4 HLA-DRB4 HMGN2 IL1RL1 INA INPP5B KDM7A LRRC40 MIF4GD MIS18A NDUFAF3 NR1H3 NUP214 NUP88 PAK1IP1 PAPOLA PCK1 PECAM1 PHYHIP PKD1 PLEKHB2 PTH1R RMDN3 RSF1 SARS1 SHLD2 SLC12A5 SOD1 ST7L TAF7 TPT1 TRPM1 UQCC2 WNT2 YTHDF2 ZC3H3 ZNF106 ZNF160 ZNF559 MODULE_257 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_257 ABCA7 ACAD10 ACTN3 AKT1 AKT2 ANAPC2 APLP2 ARFIP2 ARL4C ASB5 ATP11A ATXN2 BLTP2 CA2 CABYR CAD CALD1 CAMSAP3 CCNL2 CD276 CD93 CDC42EP1 CHAF1A CHPF CLEC3B CLSTN1 CPSF7 CTSD DCTPP1 DDX17 DGCR8 DGKZ DLGAP4 DNAJC3 DNAJC4 ECE1 EDC3 EEF2 EHD1 ELK3 ELL EPS8L2 ERF EXTL3 FAM168A FAT1 FBF1 FKBP8 FZR1 GABRB1 GABRG2 GLE1 GNS GPS1 GRK2 GRK5 GYPC HDAC10 HDAC7 HEG1 HMG20B HPCA HSPA1L IDS IFT43 IMPDH1 INPPL1 KANSL1 KMT2D LIMD1 LIMK1 LITAF LRP1 LRP5 LRRC61 LRRC8A MAP4K2 MCAM MDH2 MED9 MEF2C MEF2D MFSD9 MGAT1 MKRN1 MMP15 MTA1 MUTYH MYH7B N4BP2 NAGLU NCAPH NUMA1 OAZ2 OXR1 PACSIN2 PFKL PGAM2 PIGQ PLD3 PLK4 PLXND1 PMPCA PNPLA2 PPIP5K2 PPM1F PPP1R15A PRPF8 PTTG1IP RAB11B RAB35 RARA RBM14 RNF40 RTKN SEC14L1 SEC61A1 SH3GLB2 SHC1 SKI SLC20A1 SLC35C1 SLC35F6 SLC7A2 SNRNP70 SNRPA SRRT SSBP3 STARD3 STAT5B TAF6L TBC1D1 TBCK TCF7 TELO2 TGOLN2 TLE3 TLE4 TNPO2 TNRC6A TP53INP2 TRA2A TSC2 TSKU UBTD1 URGCP USHBP1 USP5 VAMP2 VAV2 VPS39 VPS9D1 WDR37 YIF1A ZDHHC8 ZNF3 MODULE_259 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_259 AXL CCL2 CDK5R1 CDKN1A CSF2RA CSF2RB CSF3R DAPK1 DDR2 EFNA4 EFNB3 EPHA2 EPHA4 EPHB1 EPHB2 EPHB6 ERBB2 F3 FGFR1 FGFR2 FGFR3 GRK1 GRK5 IFNGR1 IL10RA IL13RA1 IL2RB IL2RG IL3RA IL4R IL7R KIT LEPR MERTK MST1R MUSK MYLK NRP1 PDGFRA PDGFRB PDGFRL PDK4 PTK7 ROR1 TEK TIE1 MODULE_26 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_26 AAR2 ACP4 ACTN2 ACTR3B ACTR6 ADCK2 ADORA1 AFAP1-AS1 AGBL5 AKAP3 ANGEL1 ANKRD13A AP1S2 APBB1IP APLP1 AQP2 ARHGEF25 ARID2 ARMCX5 ARSB ATG4D ATPAF2 B3GNT3 BAG2 BAIAP2 BBOX1 BMPR1B CALML3 CAP2 CARD18 CCDC62 CD93 CD99L2 CDHR2 CDYL CENPJ CFL2 CLDN14 CLOCK COX15 CPNE4 CRNN CSGALNACT2 CXCL13 CYP46A1 DDIT3 DENND5A DHX58 DLGAP2 DNAJC14 DNAJC27 DOP1B DPEP2 DSE DUS4L DYNC1I1 ECEL1 EEF1G EIF2AK4 EMC9 EPB41L4A ERO1B ERVH48-1 FA2H FAHD2A FAIM2 FARP2 FAXC FBXL4 FBXO34 FLRT3 FMNL2 FOXF2 GAL3ST3 GALNT13 GDA GDAP1L1 GDF2 GIMAP5 GJB5 GOSR1 GPRC5D HEBP1 HINFP HOXC10 HSPA4L IFT52 IFT57 INF2 INSIG1 INTS13 IQCA1 KCND1 KHDC1 KIAA1210 KIFC3 KLF1 KLHL20 KLHL41 LGI2 LINC00869 LINC01549 LINGO1 LRTM1 LTV1 LYRM2 MAP3K13 MDM1 MED8 MMP27 MPPED1 MRPL36 MRPL39 MRRF MS4A14 MSTO1 MTHFD1L MXRA8 MYOT MZB1 NAGPA NDE1 NECTIN1 NLN NOSIP NRIP3 NSD1 NSFL1C NTRK3 NUDT3 OGDHL OR2I1P PANK1 PAXBP1 PBRM1 PDE8A PDE8B PECR PHF24 PHLPP2 PPDPF PPP1R17 PRPSAP2 PRTFDC1 PTGDS RANBP17 RASGRP3 RBCK1 RBFOX2 RPAP1 RPH3A RTN2 SCEL SERTAD4 SEZ6L2 SH2B2 SIK3 SIPA1L2 SLC10A2 SLC22A16 SLC4A5 SLC7A10 SLC7A6OS SLC7A9 SMO SMURF2 SNTG1 SNTG2 SPATA5L1 SPG11 SPOCK3 SS18L2 SST ST6GALNAC5 STRA6 SYT6 TANGO6 TBC1D15 TFB1M TFR2 THOC2 TLR9 TM2D1 TMEM144 TMEM163 TOX4 TP53RK TRAF7 TRIM2 TRIM5 TRIT1 TRPM1 TSKU TXNDC17 TYW1 UBE2T UQCR10 VAPB VDAC3 VPS36 WNT6 YJU2 ZDHHC4 ZHX2 ZKSCAN5 ZNF655 ZRANB1 MODULE_261 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_261 AEN AGO2 AKR1D1 ALCAM ANKRD20A1 ANKRD44 AP1G2 APOA2 ARL8B BCLAF1 BET1L BNIP3 C12orf43 C1orf159 C2CD5 CD164 CD69 COX6C CRIP2 CRKL DBF4 DDX49 DHX15 DNAJA3 DNAJC5B EAF1 EIF2AK3 FEM1A FMNL1 FYTTD1 G3BP2 GLCCI1 HLA-DRB3 HOXA7 INSIG1 INTS7 IRS2 KBTBD8 KLF10 KLHL15 KLRA1P LBH LBR LIPA LPP MARCHF6 MED14 MIOS MUS81 NFATC1 NFKBID NMD3 NOX4 NR4A2 NRAS NSUN2 NUP205 OGA ORAI2 P2RY8 PAG1 PELI1 PKD1 PMAIP1 PPP4R3B PPTC7 PRKCI PTGER2 PTPN11 RAB8B RLF RNF213 RNGTT SBNO1 SCRN1 SEC16A SF1 SGCD SLC25A22 SLC9A7 SNRNP200 SNX9 STARD4 STK10 STK4 SYNE2 SYNJ2 TACC1 TAF1D TAGAP TCF7 THOC7 TLE4 TRAK1 UBR7 ULK4 USP25 WDR75 WSB1 ZMIZ2 MODULE_262 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_262 CCL11 CCL13 CCL14 CCL15 CCL19 CCL2 CCL23 CCL3 CCL7 CP CXCL12 HFE LTF MT2A MYC STC1 TF TFRC XCL1 MODULE_263 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_263 C3AR1 C5 C5AR1 CCL11 CCL13 CCL14 CCL15 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL23 CCL25 CCL3 CCL4 CCL7 CCL8 CCR1 CCR5 CX3CL1 CXCL1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL14 CXCL2 CXCL5 CXCL6 CXCL8 CXCL9 CXCR2 CXCR4 DEFB1 FPR1 FPR2 IL16 IL1A PF4 PLAU PLAUR PPBP XCL1 MODULE_264 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_264 AP1S2 AP2A1 AP2M1 AP2S1 AP3S1 ARCN1 HPCA HPCAL1 LRP8 SEC24D SEC31A MODULE_265 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_265 CSF2RB CSF3R CXCR2 CXCR4 CXCR5 CXCR6 F3 GHR IFNGR1 IFNGR2 IL10RA IL13RA1 IL13RA2 IL15RA IL18R1 IL1R1 IL1RAP IL1RL1 IL2RB IL2RG IL3RA IL4R IL6R IL6ST IL7R LEPR MYD88 TLR1 TLR2 MODULE_267 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_267 CHRNA2 CHRNA3 CHRNA4 CHRNA7 CHRNB1 CHRNB2 CHRNB3 CHRNE GLRA1 GLRA2 GLRA3 P2RX1 P2RX3 P2RX4 P2RX7 MODULE_27 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_27 ACKR1 ADCYAP1R1 ADGRB2 ADGRE1 ADGRL2 ADORA1 ADORA2A ADORA3 ADRA2A ADRA2B ADRB1 ADRB2 AGTR1 AHR ANPEP APOH AR ASGR1 ASGR2 AVPR1A AXL B2M BDKRB1 BDKRB2 BMPR1B BRS3 C3AR1 C5AR1 CALCRL CCL13 CCL2 CCR1 CCR2 CCR5 CCR8 CCR9 CD14 CD163 CD180 CD2 CD247 CD27 CD300C CD3D CD3G CD4 CD40 CD5 CD5L CD6 CD69 CD72 CD79A CD79B CD80 CD86 CD8A CD8B CD96 CDK5R1 CDKN1A CFI CHRM1 CHRNA2 CHRNA3 CHRNA4 CHRNA7 CHRNB1 CHRNB2 CHRNB3 CHRNB4 CHRNE CIITA CILP CLDN4 CNR1 CNR2 CNTFR CNTNAP1 CR1 CR2 CRLF1 CSF2RA CSF2RB CSF3R CX3CR1 CXCR2 CXCR4 CXCR5 CXCR6 DDR2 DRD3 DRD4 EDNRA EDNRB EFEMP2 EFNA4 EFNB3 EPHA2 EPHA4 EPHA7 EPHB1 EPHB2 EPHB6 EPOR ERBB2 ERBB4 EVI2A F3 FAS FCAR FCER1A FCER1G FCER2 FCGR1A FCGR2A FCGR3A FCGRT FGFR1 FGFR2 FGFR3 FLT3 FOLR1 FOLR2 FOLR3 FPR1 FPR2 FRZB FZD2 FZD5 FZD9 GABRB3 GABRE GABRG2 GABRG3 GABRP GABRR1 GALR3 GFRA3 GHR GHRHR GLRA1 GLRA2 GLRA3 GLYAT GP1BA GP1BB GPA33 GPLD1 GPR171 GPR182 GPR183 GPR37L1 GPR39 GPR65 GPR75 GPRC5A GPRC5B GRIK1 GRIK2 GRIK3 GRIN1 GRM2 GRM3 GRPR HBEGF HCAR3 HCP5 HCRTR2 HFE HLA-A HLA-B HLA-C HLA-DMB HLA-DOA HLA-DRA HLA-DRB5 HLA-G HRH1 HTR2B HTR3A HTR4 HYAL2 ICAM1 IFNGR1 IGLL1 IGSF6 IL10RA IL12A IL12RB1 IL13RA1 IL13RA2 IL15RA IL18R1 IL1R1 IL1RAP IL27RA IL2RA IL2RB IL2RG IL3RA IL4R IL6R IL6ST IL7R ITGA10 ITGA2B ITGA3 ITGA5 ITGA9 ITGAL ITGAM ITGAX ITGB2 ITGB3 ITGB5 ITGB6 ITGB7 ITGB8 KIR2DL3 KIR2DL4 KIR3DL1 KIT KLRC1 KLRC2 KLRC4 KLRK1 LANCL1 LDLR LEPR LGALS3 LGALS3BP LIFR LILRA1 LILRA2 LILRA3 LILRB2 LILRB3 LILRB4 LPAR1 LPAR6 LRP1 LRP2 LTBR MCC MERTK MPL MRC1 MS4A2 MST1R MUSK MYOC NCR1 NGFR NPR2 NPR3 NPY NPY1R NPY2R NR0B2 NR2F1 NR4A2 NRP1 NTRK2 NTSR1 OLR1 OPCML OPRK1 OPRM1 OXTR P2RX1 P2RX3 P2RY10 P2RY14 P2RY6 PDGFRA PDGFRB PDGFRL PDK1 PDK4 PGLYRP1 PLA2R1 PLAUR PLPP2 PPARA PPARG PRB4 PRKCA PRKCH PRKD1 PRPH2 PRSS12 PSG3 PTAFR PTGER1 PTGER2 PTGFR PTH1R PTH2R PTK7 PTPRC PTPRE PTPRF PTPRG PTPRH PTPRM PTPRN2 PTPRO PTPRR PTPRS RAMP3 RARA RARB RARG RGR RNASEL ROR1 ROR2 RORA ROS1 RRH RXRA RYR1 S1PR2 SELP SEMA4D SFRP4 SLAMF1 TACR3 TACSTD2 TEK TGFBR3 THBD TIE1 TIRAP TLR1 TLR2 TLR3 TMPRSS15 TMPRSS2 TNC TNFRSF10A TNFRSF11B TNFRSF13B TNFRSF17 TNFRSF1B TNFRSF21 TNFRSF25 TNFRSF4 TNFRSF8 TNFSF11 TRIB2 UNC13B VDR VIPR1 MODULE_272 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_272 ADH4 ALDH1L1 ALDH4A1 ALDOA BLVRB MTHFD1 MTHFD2 MTHFR ODC1 PAICS PYCR1 UMPS MODULE_273 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_273 ATP5F1B ATP5F1D ATP5F1E ATP5ME ATP5MF ATP5PO ATP6AP1 ATP6V0B ATP6V0C ATP6V1B2 ATP6V1F ATP6V1G1 BORCS8-MEF2B BTF3 CBFB CEBPB CEBPD ELF4 FOXO4 IRF1 KAT5 MAFG NDUFB3 NDUFB5 NDUFC1 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS8 NDUFV1 NDUFV2 NFATC4 NFE2L1 NFKB1 NMI NR3C1 POLR2E POLR2F POLR2G POLR2I PPA1 RBPJ REL SNAPC1 STAT1 TSC22D1 TXNL1 UQCRB UQCRC1 UQCRC2 YBX1 MODULE_274 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_274 ABAT AMPH ANK3 APBA1 ASIC2 CBLN1 CHRM1 CHRM3 CHRNA7 CHRNB1 CHRNB2 CHRNB3 CHRNB4 CHRND CHRNE CNP CORT CPNE6 DLG4 DNM1 DOC2A DRD2 DRD3 DRD4 GABRA1 GABRA5 GABRB1 GABRB3 GABRE GABRG2 GAD1 GAD2 GALR3 GLRA2 GLRB GRIA2 GRIK1 GRIK2 GRIN1 GRIN2A GRM2 GRM3 GRM4 HCRT HTR2A HTR3A HTR6 HTR7 KCNK3 KCNMB1 KCNN1 KCNQ3 KIF5A MAPK1 MAPK8IP2 NCAM1 NOS1 NOVA1 NPTX1 NQO1 NTSR1 OPRK1 P2RX1 PNOC RAPSN SCN1B SCN2B SLC1A1 SLC1A3 SLC1A6 SLC6A2 SLC6A7 SLC6A8 SNAP25 SST SULT1A3 SYN1 SYN2 SYT1 SYT5 UNC119 VIPR1 MODULE_275 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_275 CD47 ITGA10 ITGA2 ITGA3 ITGA5 ITGA9 ITGAE ITGAL ITGAM ITGAV ITGB2 ITGB3 ITGB5 ITGB6 ITGB7 TNC MODULE_277 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_277 ABCB7 ANKRD17 ANKRD20A1 AVL9 CDKN2A-DT CENPT CILK1 CLASP2 CMPK1 CSNK1A1 DNAJA3 DR1 EPS15 FEM1B FUBP3 FUNDC2 G3BP2 GAPVD1 GTSE1 H2BC12 IFT46 IL21R INTS8 LNPEP LTN1 MAPK1 MBNL1 MC1R MIB1 NFYA NUFIP2 PAIP2 PAK2 POLR2M PRPF4B PUM2 RAVER1 RPE SCYL2 SLC16A1 SMAD5 SMC5 SP1 TAF2 TBC1D14 TENT4A THOC2 TMEM156 TRAM1 TRIM23 USP22 USP25 VCPIP1 ZMYM4 ZNF639 MODULE_278 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_278 ASNS CAD CDC34 CTPS1 FBXO21 GART GATB GCLC GCLM GMPS GSS HERC2 MTHFD1 MTHFS PAICS PCCB PRPS2 TRIP12 UBE2A UBE2C UBE2D1 UBE2D2 UBE2E1 UBE2G1 UBE2H UBE2K UBE2M UBE2N UBE2S UBE2V1 UBE2V2 UBE3C UBR5 WWP2 MODULE_279 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_279 AAGAB ACSL3 AK3 AKAP5 ANXA4 AP1S1 ARPC5 ATE1 ATG16L1 BET1L BHLHE41 BMP6 BOD1L1 BPHL CARD16 CCNB1 CCNG2 CCT6A CEBPD CISH CLSTN3 COL4A5 CRBN CXCL10 CYRIA CYTH1 DCAF10 DDX11 DDX17 DDX18 DHRS3 DHX34 DLX5 DMD DNAAF8 DNAJC9 DPP6 DSG2 DUSP4 ENOX1 ERCC3 ESYT2 FERMT2 FGF13 FLVCR1 FOSL2 FRG1 FRMD4A FUZ GABRE GALC GAS2 GCHFR GCLM GEMIN7 GRIN2C GTPBP3 H2AC18 HLA-DPA1 HOXD8 HS6ST1 HSPA1B IFI35 KCND1 KIF13A KRT19 LBP LEP LGALS8 LHX3 LIMK2 LZTR1 MAD2L2 MAP3K10 MAP3K2 MAP4K2 MBD5 MCTS1 MIEN1 MYO5B NBPF3 NDP NFATC4 NOL7 NUMA1 NUP210 OSBPL2 OSGIN2 PCCB PCTP PFKFB3 PILRB PLCL1 PLPP3 PMS2P1 PNLIPRP1 PPP1R11 PRG2 PRKAR2B PRSS1 PSEN1 PSMA3 PTHLH PTPRS PYROXD1 RDX RERE RPL13 RPL24 RPS18 RPS5 S100A12 SDHC SERPINA3 SIL1 SINHCAF SKIC2 SLC12A4 SMARCA5 SNED1 SNX2 SOX2 SP110 SPOCK2 SRPRB SYNGR1 SYT1 TFAP2B TGFB3 THEMIS2 TIMP1 TMEM143 TRIM33 TRIP4 VAV2 WNT3A YPEL3 ZEB1 ZNF224 ZNF292 ZNF587 MODULE_28 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_28 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMB1 PSMB2 PSMB3 PSMB4 PSMB5 PSMB7 PSMC1 PSMC2 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 MODULE_280 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_280 ACE ADAM12 ADAM9 AFP ANPEP AOX1 BMP1 CA2 CA4 CA5A CP CRIP2 CRYZL1 ECEL1 FASN GALNT1 HS3ST1 LOXL1 LTA4H LTF MMP1 MMP10 MMP11 MMP12 MMP13 MMP14 MMP2 MMP23A MMP3 MMP7 MMP9 PAH PAM POLR2I PPP4C PTPRG PTPRZ1 SORD SUOX TF TRAF3 YY1 ZNF117 ZNF146 ZPR1 MODULE_281 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_281 ARF4 ARF5 CXCL1 DUSP14 DUSP5 DUSP6 FUBP1 GMFB HMGB1 HSPB2 KHDRBS1 MGST2 PPM1D PPP2CB PPP6C PRPSAP1 RAD23A RPA1 RPA2 RPA3 SCG5 SERPINB2 SSBP1 TRIM23 UBA2 XPC YBX1 ZEB2 MODULE_284 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_284 ABCC8 ACADL ASCC1 CHD9 CKMT2 CLN5 CSPG4 CUX1 DKC1 DLEU2 ECRG4 EPHA1 FAM3C FXN GABPB1 H1-3 HADHB ID2 IDO1 IGF1R INPP1 KDR MAP4K2 NR4A3 OSBPL3 PCSK6 PDE7A PGM3 PHLDA1 PLXNA1 PPIP5K2 PPP3CC RAP1GAP RHAG RPS6KA3 RSL24D1 SLC12A4 SLC1A3 SLC23A2 SLC35D1 SMPDL3A SYNC TCN2 UGGT2 ZWINT MODULE_285 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_285 AGTPBP1 AP1G2 ARMC8 ASB5 B4GALT1 B9D1 BORCS8-MEF2B BRF1 CACNB3 CDK2AP2 COL5A3 CPPED1 CTNS CYP2E1 DHRS3 DHX30 DNAJA3 EVPL FNBP1 GALC GCAT INTS2 KLK13 LAMP1 LIN37 METTL22 MTSS1 MYO15A OSGIN2 PALS2 PLXNA3 RAB40A RPL18 SCN1B SHMT1 SIPA1 SNCG SPOUT1 TBXAS1 TPTE2 TSC1 TSC22D3 TST UROS VNN1 ZBTB6 ZFHX2 ZMYM1 ZNF75D MODULE_286 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_286 ADH1A ADH1C ADH4 AKR1B1 AKR7A2 CBR1 CBR3 CRYZ CRYZL1 EHHADH FASN GPD1 HADHA HADHB HMGCR HPGD HSD11B1 HSD17B10 HSD17B2 HSD17B3 HSD17B4 HSD17B7 IDH1 IDH2 IDH3A IMPDH2 LDHA LDHC MDH1 MDH2 ME1 NSDHL SORD SPR TP53I3 UGDH XDH MODULE_287 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_287 ABCC6 AOC2 CDH3 CNGA1 CNGA3 COL11A1 COL18A1 CRB1 CRYAA CRYAB CRYGA CRYGD CRYM CRYZ CXCL8 CXCR2 CYP1B1 EDNRB EFEMP1 EML1 FBN1 GNAT2 GRM8 GUCY2D GUCY2F HTR2B KRT12 LUM MERTK MYOC OAT OPA1 OPN1SW OXTR P2RY2 PAX2 PDE6A PDE6B PDE6H PHYH PRB4 PROM1 PRPH2 RGS16 RS1 SIX6 SORD TACR1 TYR USH2A MODULE_288 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_288 ACKR1 AGTR1 AGTR2 ATP8A1 AVPR1A BDKRB1 BDKRB2 C3AR1 C5AR1 CCL13 CCR1 CCR2 CCR3 CCR5 CCR6 CCR8 CX3CR1 CXCL13 CXCR2 CXCR4 CXCR5 CXCR6 EDNRA EDNRB FPR1 FPR2 GNRHR GRPR NPY1R NPY5R OPRD1 OPRK1 OXTR TACR1 TACR2 TACR3 TSHR MODULE_289 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_289 ACKR1 ADCYAP1R1 ADGRB3 ADGRE1 ADGRL1 ADGRL2 ADORA1 ADORA2A ADRA2A ADRA2B ADRB2 AGRP AKAP12 AVPR1A BDKRB1 BDKRB2 C3 C3AR1 C5AR1 CCL17 CCL23 CCL3 CCR1 CCR2 CCR3 CCR5 CCR8 CHRM1 CORT CX3CR1 CXCL1 CXCL12 CXCL13 CXCL2 CXCL8 CXCL9 CXCR4 CXCR5 CXCR6 DEFB1 DEFB4A DGKA DGKI DRD3 ECEL1 EDN2 EDNRA EDNRB FPR1 FPR2 FZD2 FZD9 GABRA2 GABRA5 GABRA6 GABRG2 GALR3 GAP43 GCG GHRHR GIT2 GNA13 GNA14 GNA15 GNAI1 GNAL GNAO1 GPR17 GPR171 GPR182 GPR183 GPR37L1 GPR39 GPR65 GPR75 GRB14 GRB7 GRIK1 GRIN1 GRK1 GRK5 GRM2 GRM3 GRM8 GRP HCAR3 HCRTR1 HCRTR2 LANCL1 LPAR6 MS4A2 NMU NPY NPY1R NPY2R NTSR1 OPRK1 OR10H3 OR2F1 P2RY10 P2RY14 PDYN PLCB2 PNOC PRB4 PRKD3 PTAFR PTGER1 PTGER2 PTGER3 PTGFR PTPN6 RGR RGS16 RGS3 RGS4 RGS5 RIN1 S1PR4 SCG5 SCTR TACR3 TSHB UCN MODULE_29 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_29 DAP3 RPS10 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS28 RPS29 RPS3 RPS4X RPS4Y1 RPS6 RPS7 RPS8 RPSA MODULE_291 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_291 ATP1B1 C3AR1 C5AR1 CCR1 CD14 CDH11 CDK10 COL1A2 CYP27A1 DEFA1 DHCR24 DNM2 DNTT DOK1 DUSP2 EDC4 ETS1 EYA2 FN1 FOXM1 FZD2 GDF15 GNA15 GRB7 HNF1A IER3 IFI27 IL2RB KDM5C LAG3 LGALS3BP LGMN LPCAT3 LTF MAN2B1 MGAT1 MMP12 MT1H MT2A MYL9 NINJ1 NNMT NRG1 ORM1 P2RX4 PDXK PIEZO1 PLD3 PLOD1 POMZP3 POSTN PPIB PRRX1 RAB31 S100A1 S100A9 SAA1 SECTM1 SEMA4D SOD2 SPI1 TAX1BP3 TBXAS1 TLR1 TRIP10 MODULE_292 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_292 ABTB1 ADAM19 ADGRE2 APOL3 AQP9 ATP2A3 AXIN1 BANK1 BLNK CACNG4 CAMK4 CARD16 CCDC186 CCL18 CCL7 CD14 CD19 CD2 CD200 CD22 CD24 CD27 CD37 CD3D CD48 CD5 CD72 CD74 CD79A CD79B CD86 CEBPD CNRIP1 CSF3 CTSL CXCL13 CXCL9 CYP1B1 DEFA1 DGKA FADS1 FAM53B FCRL2 FCRLA FOXP1 FPR1 GBP1 GBP2 GNLY HAUS6 HBA2 HELZ2 HLA-DMA HLA-DMB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRA HVCN1 ICAM3 IFI35 IFI44 IFI44L IFIT1 IFIT5 IFITM1 IFITM2 IFITM3 IGHG3 IGHM IGKC IGLJ3 IGLL1 IL16 IL2RB IL3RA IL7R ISG15 KCNQ5 KCTD12 KIAA0753 KLRK1 LCK LGMN LIMD2 LPAR6 LSP1 MAL MECP2 MMRN2 MS4A1 MX2 MYCBP2 NEK11 NLRC5 OAS1 OAS3 P2RY10 PELI1 PLSCR1 PNMA8A POLR3B POU2F2 PPP1R16B PTPRCAP RRP15 RUBCNL SAMSN1 SDC2 SELL SERPINA5 SP140 SPIB ST6GAL1 STAG3 STK31 TCL1A THBS1 TNFAIP6 TNFRSF25 TNFSF10 TPTE2 TREM1 TTC30A TTLL2 TXLNGY UCP1 UCP2 UNC5D UNC79 UNKL USP30 UTY VCAM1 XCL1 MODULE_293 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_293 B2M HLA-A HLA-B HLA-C HLA-DMB HLA-DOA HLA-DRA HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G MODULE_294 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_294 ACADL ACADM ACADS ACADSB ACADVL AMT CA2 CA5A CA6 CA8 CPS1 CTH DHODH DPYD GLUD1 HAL SDHC SRD5A2 MODULE_295 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_295 ACO1 ACO2 AUH CA11 CA2 CA4 CA5A CA6 CA8 CBS ECH1 ECHS1 EHHADH ENO2 FH HADHA HADHB PCBD1 PTPRG PTS UROS MODULE_297 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_297 ADRB2 AKR1C1 AKR1C3 ALDH1A3 ANGPTL4 ANXA8L1 AREG B3GNT5 BARX2 CA2 CALML3 CAV1 CAV2 CDH3 CLDN8 COL17A1 COL7A1 CSF2 CSTA CXCL1 CYP26A1 DMRT2 DSC3 DSP DST DUSP6 EFNB1 EIF2B3 F2RL1 FASN FBN2 FGFBP1 FXYD3 GABRE GJB5 GPX2 HAS3 ITGA6 ITGB4 KLHL13 KLK10 KLK5 KRT1 KRT13 KRT14 KRT15 KRT17 KRT5 KRT6A KRT6B LAMA3 LAMB3 LAMC2 LGALS7 LIPG LMTK3 MAOA MMP14 MRAP2 PGAP4 PI3 PPP1R14C PTGS2 PTHLH PTPRK ROPN1L S100A2 S100A8 S100A9 SAA1 SERPINB2 SERPINB5 SERPINE1 SPRR1B SPRR2C TENM2 TFPI2 TM4SF1 TP63 TRIM29 MODULE_298 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_298 DRD2 DSP INA KRT1 KRT13 KRT14 KRT15 KRT16 KRT17 KRT18 KRT19 KRT2 KRT32 KRT33B KRT35 KRT4 KRT5 KRT6A KRT6B KRT7 KRT8 KRT85 KRT86 NEFL PTGDS SPRR1B MODULE_299 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_299 ATOX1 BAG1 BAG3 CANX CCT2 CCT6A CCT8 CDC37 CLN3 COX17 CRYAB DNAJA1 DNAJB2 ERP29 FKBP4 HSP90AB1 HSP90B1 HSPA1L HSPA5 HSPA8 HSPB1 HSPB2 HSPD1 HSPE1 KPNA2 LRPAP1 PDIA6 PPIA SERPINH1 TBCA TOMM34 TRAP1 TSC2 URI1 VBP1 MODULE_3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_3 ABCF1 ACAT2 ACOT7 ACTN1 ACTR2 ADAM9 ADGRG6 AIMP2 AKAP12 ALCAM ALDH1A1 ANPEP ANXA1 ANXA2 ANXA3 AP1M1 APEX1 APOBEC3B APRT ARHGDIB ARPC1A ATIC AURKB BIRC2 BMP4 BOP1 BTG3 BUB1B BYSL CAD CALCRL CALD1 CALU CASP4 CAV1 CAV2 CAVIN1 CBX1 CBX3 CCL2 CCN1 CCNA2 CCNB1 CCNB2 CCND1 CCND3 CCNF CCNG1 CCT6A CD151 CD44 CD55 CDC123 CDC20 CDC25B CDC42EP1 CDH2 CDK1 CDK2 CDKN1A CDKN3 CDV3 CENPA CHAF1A CITED2 CKS2 CLTC CNN3 COL2A1 COL4A1 COPS2 COPS3 COPS5 COX7B CRIM1 CSE1L CTNNAL1 CTSC CYB5B CYFIP1 DAB2 DAP3 DBN1 DDX1 DDX21 DDX3Y DEGS1 DHX9 DLC1 DLGAP5 DNM2 DNMT1 DPYSL3 DTYMK DUSP14 DUSP6 EBP ECHS1 EEF1E1 EFEMP1 EIF3I EIF4EBP1 ELF4 EMP1 EMP3 ENG EPAS1 EPB41L3 EPHA2 ERF ESM1 EWSR1 EXTL2 F2R FADD FADS1 FADS2 FDFT1 FDPS FEN1 FERMT2 FGFR1 FHL2 FLII FLNA FN1 FOXM1 FST FSTL1 GALNT1 GBE1 GDF15 GGH GJA1 GJB1 GMFB GMPS GNG11 GNG12 GRN GSPT1 GYG1 H2AX H4C3 HNRNPA0 HOMER3 HPRT1 HSD17B10 HSF1 HSPG2 IARS2 IER3 IFI16 IGF2BP3 IGFBP2 IGFBP4 ILF3 IMMT INSIG1 IPO7 IQGAP1 IRAK1 ITGA5 ITGA6 ITGB5 ITPR3 KIF11 KIFC1 KRT18 KRT4 KRT7 LAMB1 LAPTM5 LDLR LMNB1 LMNB2 LOX LOXL2 LPCAT1 LPIN1 LSM1 LSM2 LSM3 LTBP2 MAD2L1 MAFF MAP4K4 MAPK6 MAPRE1 MBD4 MBNL1 MCFD2 MCM2 MCM3 MCM5 MCM6 MCM7 MDK MEST METAP1 MFAP2 MGLL MICAL2 MLLT11 MMP1 MRPL12 MRPL3 MRPL47 MSMO1 MTHFD1 MTUS1 MYBL2 MYO10 NAP1L1 NDUFA9 NDUFS2 NDUFS6 NHP2 NNMT NOLC1 NQO1 NUP205 PAICS PALM2AKAP2 PCBD1 PCLAF PCNA PDGFA PDLIM4 PDLIM5 PDLIM7 PECAM1 PES1 PGF PHLDA2 PIR PKIA PLAUR PLIN2 PLK1 PLK2 PLK3 PLOD2 PLS3 PLXND1 PNP POLD2 POLE3 PON2 PPP4C PPP4R1 PPP5C PROCR PRPF19 PRPSAP1 PRSS23 PSMA3 PSMA4 PSMB7 PSMC2 PSMC4 PSMC6 PSMD14 PSMD4 PSMD7 PSMG1 PTP4A1 PTPN12 PTPRK PTTG1 PTX3 QSOX1 RAB11A RAB13 RAB5C RAC2 RAC3 RALA RBBP7 RCC1 RCN1 RCN2 RGS4 RGS5 RHOG RND3 RO60 RPA1 RRM1 RRM2 RRP1B S100A11 SCHIP1 SCP2 SEC11A SEC13 SEC23A SEMA6C SERPINE1 SERPINH1 SFXN3 SGK1 SH3GL1 SHMT2 SLC16A3 SLC1A5 SLC25A1 SLC29A1 SLC39A7 SLC4A2 SLC7A5 SMAD3 SMARCA4 SMC4 SMTN SMURF2 SNRK SNRPB2 SNRPC SNRPF SOX4 SQLE SRGN SRP19 SRP54 SRPX SRSF2 SSBP1 SSR1 STAB1 STAU1 STEAP1 STK25 STMN1 SUZ12 SWAP70 TARBP2 TFDP1 TFPI TFRC TGFBR2 TGM2 THBS1 TK1 TM4SF1 TMED3 TMEM106C TMX1 TNFRSF10B TNPO1 TOMM34 TOMM40 TOP2A TPM1 TPM2 TPX2 TRAM2 TRIP13 TRIP6 TSPAN3 TWF1 TYMS UAP1 UBE2C UBE2J1 UBE2M UBE3C UBE4A UBN1 UCK2 UGCG UNG VAMP5 VAT1 VBP1 VDAC2 VWF WDR45B WWTR1 YWHAE ZDHHC3 ZKSCAN3 ZWINT ZYX MODULE_300 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_300 ADRA1A AHR CASP1 CASP14 CD14 CD2 CD38 CD40 CDK11A CRADD DAP DAP3 DAPK1 DUSP6 GPR65 HTRA2 IL18 IL1B IL2RA LTBR LY86 MAEA NFKBIA P2RX1 PDCD1 PEA15 RIPK1 STAT1 TNFAIP3 TNFRSF1B TNFRSF25 TRAF1 TRAF2 MODULE_301 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_301 ABCC5 ADA2 ADAM28 ADGRE2 ALOX5 AMD1 ANKRD28 ARHGAP25 ATP2A3 BACH2 BANK1 BCL2 BIN2 BLK BLOC1S5 C3orf36 CACNG4 CCDC186 CD200 CD24 CD5 CDC25B CMKLR1 CNR2 COA7 COL19A1 COL4A4 COQ9 CSMD2 CTLA4 CTSF CTSZ CXCR4 DBP DEFA1 DGKD DIRAS2 DLC1 DNAH11 DPEP2 FADS3 FAM200C FAM53B FANCF FCER2 FCMR FCRL1 FCRL2 FCRLA FGR FLRT2 FOXP1 G6PC3 GABBR1 GLRA3 HDAC9 HDLBP HEATR6 HIKESHI HLA-DRB3 HMGN3 HSD17B11 HVCN1 IGHG3 IGHM IL10RA IL1R2 IL24 IL4R IRF8 ITGB7 ITM2C KCNA3 KCNQ5 KIAA0753 KLHL41 LBH LRRC19 MAP2K6 MARCHF1 MECP2 MED12L MED25 MED29 MTBP MX1 NAALADL1 NACAD NEK11 NR2E1 NRIP2 NTRK3 OAS1 OSBPL10 P2RY10 PDE2A PLAC8 PLGLB2 PLGRKT PNRC1 POLR3B PORCN PRKCB PRMT3 PTCRA PTPN12 PTPRO RABIF RAPGEF6 RAX2 RCSD1 RIPK4 RIPOR3 ROR1 RPAP3 RSAD2 RUBCNL SEL1L SELP SHC2 SLC24A3 SLC27A5 SMCHD1 SOX6 SPATA20 SPINT2 SPON2 SPPL2A SPRR1A STK33 TAP1 TASL TCF7 TCL1A TMEM97 TNFAIP2 TOR1B TP53I13 TRAF3IP3 TRAPPC13 TRDD3 TSPAN32 TSPOAP1 TTLL2 TXLNGY TXNIP UNC5D USP2 UTY VANGL1 VAV1 XIRP1 ZFHX2 ZFP36L2 ZNF292 ZNF395 ZNF423 ZNF587 MODULE_303 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_303 AKT1 BUB1 BUB1B CDC7 CDK1 CDK2 CDK3 CDK4 CDK5 CHEK1 CHUK CSNK1G2 DYRK1A ECHS1 MAP3K7 MAPK10 MAPK14 MAPK6 MARK3 NADK NEK2 NT5C2 PKN1 PLK1 PRKX PRPF4B TTK ULK1 MODULE_305 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_305 ACAT1 ACO1 ACO2 ACSM5 ALDH1A1 ALDH1B1 ALDH2 ALDH3A2 ALDH9A1 BBOX1 DBT ECHS1 EHHADH FH HADH IDH2 MDH1 MDH2 SHMT1 MODULE_306 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_306 ACO1 ACO2 ALDOA ALDOC ENO1 ENO2 FH GAPDH IDH1 IDH2 IDH3B IDH3G LDHA MDH1 PCK1 PCK2 PFKM PFKP PGAM1 PGK1 PKM SDHA SDHB SDHD SUCLG1 TPI1 MODULE_307 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_307 ATP1B1 ATP6AP1 ATP6V0B ATP6V0C ATP6V1B2 ATP6V1C1 ATP6V1E1 ATP6V1F COX4I1 COX5A COX5B COX6A1 COX6B1 COX6C COX7A1 COX7A2 COX7B COX7C COX8A SURF1 UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 MODULE_308 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_308 AK3 ALKBH5 ATF6 ATP8B3 BIRC5 BST1 CCNB1 CCNE1 CDC25C CDK4 CDK6 CDKN1C COPS2 CORO1A DEPDC1 DNMT1 DOCK2 E2F1 FANCG FBXO5 FCGRT FOXM1 GFI1 GTF2F2 HERC2 HOXA7 INTS7 KDM5C LGALS1 LIPA LONP1 LPAR2 LRRCC1 MAP2K5 MAZ MED29 MIB1 MRGPRX4 MST1 MXI1 MYBL2 NCAPH NDUFB7 NFRKB PARP16 PDCD6IP PHKA2 PIR POLR2K PRPF38A PTPN9 SEL1L SETDB2 SH3BP1 SKIC8 SMARCA2 SNAPC5 SULT1A3 TACC3 TAFAZZIN TASL TBC1D14 TBRG4 TNFRSF10A TRAK1 TTC14 UBR7 UCK2 XRCC1 ZBTB33 ZNF267 MODULE_310 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_310 GCLC GCLM GGT1 GPX1 GPX2 GPX3 GSR GSTA2 GSTA3 GSTA4 GSTM1 GSTM2 GSTM3 GSTM4 GSTM5 GSTP1 GSTT1 GSTZ1 IDH1 MGST2 MGST3 NCF1C MODULE_311 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_311 AKR1C1 AKR1C2 ALOX5AP AMBP FTH1 HSP90B1 LCN2 PPBP RLBP1 SLC25A16 SLC25A5 SLC2A3 SLC2A5 TCN1 TNC UCP1 UCP2 VWF MODULE_312 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_312 BCAR3 BCL2A1 BCL2L1 BIK BIRC2 BIRC3 BIRC5 BNIP3 BNIP3L CCNB1 CCND2 CD2 CD69 CDC20 CDC45 CDK4 CDK6 CFLAR CLEC2B DNAJC3 DUSP6 E2F1 E2F3 EREG FAS FCER2 G0S2 GSPT1 IER3 IFITM1 IL1A IL1B LGALS3 MBL2 MKI67 MX1 MYBL2 NEDD9 NFKB1 NRAS PCNA PLK1 RAN SERPINB2 STK17B TNFSF10 UBE2V2 MODULE_313 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_313 AHNAK AP2A1 CACNG4 COA8 CRYZL1 EVI2B IGHM IGLJ3 INTS11 MGA NEUROD6 NUDT22 NUP107 PLEKHA1 PTGIS RGS5 WWC3 ZNF185 ZNF266 MODULE_315 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_315 BIRC5 BUB1 BUB3 CCNA2 CDC20 CENPE CENPF KIF11 KIF23 MAD2L1 NEDD9 TBCE TTK TUBA4A TUBB3 ZW10 MODULE_316 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_316 AQP4 AQP9 ASIC1 CACNB4 CACNG1 CHRNA2 CHRNA4 CHRNA7 CHRNB1 CHRNB3 CHRNB4 CHRNE CLCN2 CLCN6 CLCNKA CLCNKB CLIC2 CNGA3 FXYD1 FXYD2 FXYD7 GABRA1 GABRA2 GABRA5 GABRA6 GABRB3 GABRD GABRE GABRG2 GABRP GABRR1 GJB1 GJB5 GJC2 GLRA1 GLRA2 GLRA3 GRIA3 GRIK1 GRIK2 GRIK3 GRIN1 HTR3A KCNA1 KCNA6 KCNAB2 KCNB2 KCNC3 KCNE1 KCNH2 KCNJ11 KCNJ12 KCNJ2 KCNJ3 KCNJ4 KCNJ6 KCNK1 KCNK5 KCNMB1 MLC1 MS4A2 P2RX1 P2RX3 RYR1 RYR2 SCN1B SHROOM2 SLC14A2 SLC9A5 TPTE MODULE_317 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_317 AASS ABHD17C ABI3 ACE ACKR1 ACSL1 ACSM5 ACTR6 ACVR1 ADIPOR2 AGAP2 AHNAK AKAP8L ALG6 ALKBH4 AMIGO1 AMOTL2 AMY2B AMZ2 ANKFY1 ANKRD13A ANXA1 APTX ARG1 ARHGAP15 ARHGAP20 ARHGAP45 ARID5A ART3 ASXL2 ATG16L1 ATG2A ATG4D ATP8A2 ATRN ATXN7 AURKAIP1 BAG3 BAIAP3 BASP1 BCL2L13 BCL2L14 BCR BEGAIN BFSP2-AS1 BGN BPIFA1 BRAP BRIP1 BSDC1 BTN2A1 C17orf75 C19orf73 C1orf116 C21orf62 CACNA2D3 CAND1 CBLN1 CCAR2 CCBE1 CCDC134 CCDC81 CCDC85C CCDC90B CCL11 CCL2 CCNL1 CD163 CD1A CD1D CD8A CDH22 CDH4 CDH5 CDK11A CDK16 CEBPZ CELF2 CELP CEP162 CHD1 CHD9 CHL1 CHST1 CHST9 CIP2A CITED2 CLCF1 CLUH CMTM6 CNOT6L COCH COL6A3 COPE COQ8A CORIN CSF1 CSF2RB CST1 CTSZ CUL9 CXCL10 CXCL8 CYP1A1 CYP2A7 CYYR1 DCAF15 DCANP1 DCLK1 DCTN3 DDX60 DES DEXI DHODH DIO3 DIRAS2 DLC1 DNAAF4 DNAH11 DNAJA1P5 DPYD DYNC2LI1 DZIP3 EARS2 EEF1D EFCC1 EIF2B4 ELAC1 ELOB ELOVL2 EPB41L4B EPHA7 EPHB6 EPS15L1 EREG ERLIN2 ERMN ERVMER34-1 ESPN EYA3 FABP2 FAF1 FAIM FAM169A FAM220A FAR2 FBXO11 FBXW4 FGD6 FGFR1 FLJ13224 FMN1 FN1 FNBP4 FOS FPR2 FUCA1 FURIN GABPB1-IT1 GEM GEMIN7 GJA1 GJA5 GJC2 GLB1L GOLGA4 GOLGA5 GPATCH3 GPR26 GPR68 GPSM3 GSN GSTM1 HACD1 HBE1 HIF1A HIVEP2 HMGN5 HNRNPDL HOMER2 HS1BP3 IL18R1 IL1A IL1R2 IL1RL1 ILRUN INIP INO80B IPCEF1 ISYNA1 ITGA4 ITGAM ITGB1 ITGB5 ITK ITM2C KAT2B KATNAL1 KATNIP KCNE4 KDM4D KDM5B KIAA1522 KIAA2013 KLHL36 KLHL4 KLHL41 KRT19 LACTB LANCL2 LAP3 LARP1 LDAH LEPROTL1 LINC00160 LMTK3 LNPK LRP3 LRRC14 LRRC19 LRRC4C LRRN3 LY86 LY9 LYL1 LYZ MAGED4B MAL2 MAP2K6 MAPK4 MAPKBP1 MBD5 MCMBP MCTS1 MED12L MED25 MED28 METTL7A MFSD1 MICALL1 MICB MLYCD MMP14 MMP7 MMP9 MOB4 MOCOS MORC3 MPRIP MREG MRPL18 MRPL27 MRPL36 MRPL47 MRPS15 MST1R MTMR12 MXRA8 MYL12A NACAD NADSYN1 NANS NCF2 NCOA7 NECAP2 NEIL1 NELFB NELFCD NEPRO NFIL3 NGF NME1 NOL7 NOP53 NR2E1 NRL NSUN3 NUP54 NUP58 NUTM2F NXPH4 OBSCN OR2A1 OR7E12P OSBPL9 OTOR OXGR1 PAPOLA PAQR5 PARS2 PAWR PCED1B PCGF1 PDCD2L PDCD6 PDE4D PGLYRP2 PHAX PHIP PI4K2B PIF1 PIP4K2C PITPNC1 PKIA PLEKHF2 PLEKHG1 PLEKHM2 PLGLB2 PNMA8A POGLUT2 POLDIP3 PORCN POU6F2 PPP1R14D PPP4R2 PRDM1 PRDM8 PRPF39 PTGS2 PTPRF PTPRT PTPRZ1 PTX3 PYCR3 PYGB QKI QSER1 RBM7 REPIN1 RERE REV3L RNASE6 RNASEL RNF103 RNF213 RNF220 RPAP3 RPRM RRAGD S100A5 SARAF SAV1 SCARA3 SCD SDC3 SEMA4A SENP1 SFRP1 SH2B3 SIAH1 SIPA1L3 SLAMF7 SLC11A2 SLC17A8 SLC19A1 SLC22A3 SLC25A27 SLC26A8 SLC43A1 SLITRK1 SLMAP SMAD3 SMG7 SNRNP25 SNX5 SOX6 SP140L SPNS1 SPSB4 SQOR SSBP4 STAMBPL1 STAT3 STRIP2 STRN SUGP2 SURF6 SV2B TAL1 TBC1D8B TBC1D9 TDP1 TESPA1 TFPI2 THEG TIMELESS TIMP4 TLN1 TMCC2 TMED3 TMEM120A TMEM121B TMEM144 TMEM161A TMEM248 TMEM250 TMEM255A TMEM47 TMEM62 TMEM97 TMLHE TNFRSF13C TNFSF4 TOR4A TP53 TRABD TRIM14 TRIM48 TRIM7 TSLP TTF2 TUBA4A UFSP2 UGCG UNC79 USP36 UTP11 VIT VNN1 WDR19 WDR25 WDR46 WRNIP1 XPO4 XRN2 YWHAB ZBTB5 ZCCHC4 ZDHHC2 ZFP41 ZGRF1 ZKSCAN7 ZMAT4 ZMYM5 ZNF107 ZNF117 ZNF143 ZNF264 ZNF318 ZNF566 MODULE_318 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_318 BLM CHD3 CHD4 CITED2 DDX10 DDX11 DDX5 DHX9 ELOA ERCC3 FOS GTF2F2 HELZ JUNB MCM3 MCM6 MYCN RAD51 RAD51B RAD51C RAD51D RECQL4 STAT2 WRN XRCC3 XRCC5 XRCC6 ZNF254 MODULE_32 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_32 AARS1 ACTL6A AIMP1 APEX1 ARF4 ARF5 ARFIP2 BZW1 CARS1 CBX1 CBX4 CBX6 CELF2 CHAF1A CHD4 CIRBP CSTF2 DDX39B DDX3Y DFFA DHX30 EEF1A1 EEF1A2 EEF1B2 EEF1D EEF1G EEF2 EFTUD2 EIF1 EIF2S1 EIF2S3 EIF3C EIF3D EIF3E EIF3F EIF3G EIF3H EIF3I EIF3J EIF4A1 EIF4A2 EIF4A3 EIF4B EIF4EBP1 EIF4EBP2 EIF4G2 EIF4H EIF5 EIF5A EIF6 ELOB ELOC ETF1 EWSR1 FBL FEN1 FMR1 FUBP1 FUS GEM GNA12 GNAI2 GNAS GNL2 GSPT1 GTPBP6 HDLBP HMGB1 HNRNPA0 HNRNPA1 HNRNPA2B1 HNRNPA3P1 HNRNPC HNRNPF HNRNPH1 HNRNPH2 HNRNPL HNRNPR HNRNPUL1 IGF2BP3 ILF2 KARS1 KHDRBS1 LSM1 MBD4 MRPL12 MRPL23 MRPL3 MSI1 NARS1 NCBP2 NCL NOLC1 NPM1 NUDT1 NUP42 OAS1 PABPC1 PABPC4 PCBP1 PCBP2 POLA1 POLR2G PSMA1 PUM1 R3HDM1 RAB10 RAB11A RAB13 RAB14 RAB2A RAB31 RAB5A RAB5C RAD23A RALA RALB RAN RAP1B RBM3 RBM4 RBM5 RBMS1 RBMX RHOA RHOH RIT1 RNASE4 RNASEH2A RNASET2 RNMT RO60 RPA1 RPA3 RPL11 RPL12 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL23A RPL24 RPL26 RPL27A RPL29 RPL3 RPL31 RPL32 RPL35 RPL37 RPL38 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPN1 RPP38 RPS10 RPS11 RPS12 RPS13 RPS15 RPS15A RPS16 RPS17 RPS19 RPS2 RPS20 RPS23 RPS24 RPS25 RPS27 RPS28 RPS29 RPS3 RPS4X RPS4Y1 RPS6 RPS7 RPS8 RRAGA RTCA SATB1 SCG5 SEPTIN2 SEPTIN6 SF3A1 SF3A3 SFPQ SFSWAP SLBP SLU7 SMARCC1 SNRPA SNRPA1 SNRPB2 SNRPC SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SNRPN SNU13 SRP14 SRP19 SRP54 SRP9 SRSF10 SRSF11 SRSF2 SRSF6 SRSF7 SRSF9 SSB SSBP1 SUB1 SUCLG1 TIAL1 TMPO TRA2B TUBA3C TUBA4A TUBB3 TUBB4B TUFM U2AF1 XRCC5 XRCC6 YBX1 YBX3 ZC3H11A ZFP36 MODULE_320 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_320 BRCA1 CCNA1 CENPE DDX11 ESPL1 ILF3 KIF11 KIF23 MAPT MID1 MSH5 NCAPD2 NDC80 P3H4 PTTG1 RAD21 RAN SMC2 TTK ZW10 MODULE_321 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_321 ACO1 ACSL3 ACTG2 ACTN4 ADAM9 ADORA2B AGXT ALDH7A1 ANXA4 ANXA5 APLP2 ASAP2 BBLN BCKDHA BTG3 CAPN2 CASP4 CBR1 CBS CBX4 CCND2 CD44 CKAP4 CLIP4 CNN2 COL18A1 CORO1C CREG1 CTNNAL1 CTSC DCBLD2 DDX42 DEPDC1 DYRK3 EHD4 EPHA2 EXT1 FABP5 FAM3C FAS FERMT2 FKBP5 FOSL1 FOSL2 FOXD1 GBE1 GCLM GLDC GMEB1 GNG10 GSTP1 IFNGR1 INHBB ITGA3 ITGA5 ITGAV ITGB1 ITGB5 KANK1 KLF6 LDHA LPCAT2 LRP11 LRRC8A LRRC8C LTBP1 MLLT11 MT1G MT1H MYC MYH9 MYO1E NEK6 NFIL3 NRG1 NRGN NRP2 PALM2AKAP2 PDXK PHLDA1 PIR PLOD1 PLP2 PRNP PROCR PSMB8 PTPRE PTTG1IP PXN RIN1 RRAS S100A10 SEC23A SERPINB8 SHC1 SIGLEC7 SLC16A3 SLC1A5 SNAI2 SOAT1 SPATS2L TAX1BP3 TGFBR2 TNFRSF10B TRDMT1 TRIP6 TWSG1 VCL WASF1 WLS YBX3 ZNF106 MODULE_322 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_322 ACTR1B ADAM8 BCL2L1 BTN2A2 CDH4 CLP1 CTAG1B CTBS DARS1 DCBLD2 DRD4 EIF2B2 EIF3I F2 FMR1 GYPA HAAO HCCS HPS1 IFNAR2 IGBP1 INPP5K INSR IRF2 ITIH1 KCNA5 KRT1 KRT2 LGALS7 LIPE MICA MSX1 NCBP2 NR5A1 OTUD4 PDE4A PDK2 PFKFB3 PKP1 PREP PRRX2 PTPRG PTPRN RABIF RRH RTCA SLC12A2 SMAD7 SNRPD1 SNURF TARS1 THBS3 TM9SF1 TRO UBE2K UGCG USF1 WNT10B ZNF212 MODULE_323 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_323 ACAP2 ACBD3 AIMP1 ARID4B ATP6V1G1 BEX4 CAB39 CBX3 CDYL CWC15 DHX40 EEF1AKMT3 EIF2S3 FNDC3B GFM1 GMEB1 H2BC11 HMGN3 HNRNPH3 HSD17B12 JADE1 JMJD1C KHDRBS1 LACTB MAFF MORF4L1 MRPL20 NEPRO NSF NUP133 OGA ORMDL1 OSGEP PLEKHF2 POLR2K PURA RAB1A RALGDS RBPJ SACM1L SCRN1 SLC4A1AP SPAG9 ST13 TACC1 TAF9B TM9SF3 TMED9 TMEM69 TRAM1 TRO TTC17 TYROBP UGP2 VMP1 VTA1 ZFAND3 ZNF767P ZRANB2 ZYG11B ZZZ3 MODULE_324 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_324 ACSL1 ACSL3 ADAM9 ADGRE1 ADH1A ADH1C ADH4 ADH7 ADPRH AIF1 ALOX15B ALOX5 ALPI ANPEP ANXA1 ANXA2 ANXA3 ANXA4 ANXA5 ANXA8L1 AOC1 ARG1 BMP1 C1R C1S CA11 CA12 CA2 CA4 CALB2 CALML3 CALU CAPN2 CDH1 CDH13 CDH17 CDH2 CDH3 CDH5 CDH6 CHGA COMP CP CRB1 DGKA DSG1 DSG2 DSG3 EFEMP1 EFEMP2 ENPEP F10 F13A1 FASN FAT1 FBLN1 FBLN2 FBN1 FBN2 FCN1 FSTL1 GAS6 GSN ITGA2 ITGAL ITGAM ITGAX LAP3 LDLR LOXL1 LRP1 LTBP1 LTBP2 LTF MGP MID1 MMP1 MMP10 MMP12 MMP13 MMP14 MMP2 MMP3 MMP7 MMP9 MRC1 MST1 MT1G MT1H MT1L MT3 MYL12A NELL1 PAH PAM PFKP PLA2G10 PLA2G2A PLCG2 PLS3 PLSCR1 PPA1 PRF1 PROC RCVRN RET RGN RYR3 S100A10 S100A11 S100A13 S100A2 S100A3 S100A4 S100A7 S100A9 S100P SCG2 SCO2 SLIT2 SLIT3 SPARC SPARCL1 SPOCK2 TF THBD THBS2 THBS4 TNFAIP3 TNNC1 TNNC2 TP53I3 UMOD MODULE_325 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_325 APPBP2 AURKA BDH1 BRINP2 CCNG2 CDCA5 COX11 CXXC5 CYB5A CYP1A1 DECR1 DLGAP5 EDEM2 FADS2 FAM168A GPR160 GSDMB GSS HLF LAMP1 LRRC3 MAP4K2 MED24 MMP16 MRPL48 MSX2 NAAA NCOA3 NPY1R PCGF2 PDK2 PFDN4 PIP4K2B PMEPA1 POLD3 POLR2K PRIM1 RAB24 RBM38 SCGB2A2 SEMA4D SIAH2 SLC40A1 SPOP STK4 TFAP2C TOMM34 TP53INP2 TPX2 UBE2Z UCP3 UMPS VTA1 MODULE_326 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_326 AKR1C3 ALOX15 ALOX15B ALOX5 ALOX5AP CYP4F3 FASN HPGD LTA4H PRKAB2 PTGDS PTGIS PTGS2 MODULE_327 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_327 ACOX1 AGPAT2 AKR1C3 ALOX15 ALOX15B ALOX5 ALOX5AP COLGALT2 CYP2J2 FDXR HPGD HSD17B1 HSD17B4 HSD17B7 LTA4H MGST2 PCBD1 PTGDS PTGIS SCP2 UGDH MODULE_328 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_328 CD14 CHRNA2 CHRNA3 CHRNA4 CHRNA7 CHRNB1 CHRNB3 FOLR1 FOLR3 GLRA1 GLRA2 GLRA3 P2RX3 P2RX4 MODULE_329 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_329 ACTA1 ACTA2 ACTC1 ACTG2 ADAM12 AEBP1 ALDOA BDKRB2 CACNG1 CALD1 CASQ2 CHRNB1 CKMT2 COL6A3 CRYAB CSRP3 EDNRA FGF2 FHL1 FKBP1B FLII FXYD1 GJA1 GJA5 HRC IGF1 KCNH2 LAMA2 MYBPC1 MYF6 MYH11 MYH3 MYH7 MYL1 MYL4 MYL7 MYOD1 MYOM1 MYOM2 NEB NOS1 PLN PPP1R12B RYR1 SCN5A SGCG SPEG SSPN TNNI2 TNNT3 VIPR1 MODULE_33 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_33 ABCA4 ACP5 ACR ACTA2 ADARB1 ADCYAP1R1 ADH1A ADIRF ADM AKAP12 AKAP6 AKR1C3 ALOX15 ANK1 ANPEP APBA2 ARC ARHGAP22 ARHGDIG ARL4A ART3 ASAH1 ASPH ASS1 ATF2 AZGP1 BBC3 BCL6 BIK BLK BLM BORCS8-MEF2B BPI C3 C3AR1 C5AR1 C7 C8B CACNA2D1 CACNB3 CACNG1 CALD1 CAMP CAPG CCDC106 CCL17 CCL20 CCL21 CCL23 CCL5 CCNA1 CCNE1 CD1C CD24 CD247 CD27 CD36 CD6 CD70 CD79B CD9 CDC42EP1 CEACAM1 CFD CFHR1 CHGA CHIT1 CHKA CLC CLDN5 CLEC10A CLEC2B CNR2 CNTNAP1 COL6A1 COMP CORO1A COX7A1 CPA1 CPD CR2 CRYM CSH2 CSRP2 CTSH CTSL CXCL10 CXCL12 CYBB DCAF7 DEFB4A DELE1 DMAC2L DNM1 DRP2 DSG2 DTYMK DUSP4 EFTUD2 ELF3 ELF4 ELMO1 ELN EMP1 ENPP2 EPAS1 EPB42 EPHA2 EPHA4 EPOR ERBB2 ERF ESRRA ETS1 EVPL FAAH FABP4 FAT1 FBLN2 FCN1 FEZ1 FGFR4 FKBP1B FOSL2 FOXO4 FRZB FURIN FUT4 FXYD2 FYB1 GABRB1 GATA2 GCH1 GCNT1 GDF15 GHRHR GJA1 GJB1 GLI1 GLI2 GLRA2 GPR143 GPT GPX2 GRIK1 GSTM5 GTPBP1 GUCY1B1 H2AC6 HAL HBB HCAR3 HCK HK2 HMGCS1 HNF1A HOXA4 HOXB7 HRK HSPG2 HTR3A ID4 IFIT1 IGFBP6 IL1R1 INHA INPP1 INPP5A IRS1 ITGA5 ITGA6 ITGB7 ITIH1 ITPKB JAK3 KAT5 KCNAB2 KCNH2 KCNMB1 KCNQ2 KDM5D KIAA0040 KIF1A KIR2DL4 KIT KLF1 KLF4 KLHDC3 KLK6 KMT2A KRT13 KRT18 KRT4 KRT5 KRT7 KRT8 KRT81 KRTAP5-9 KYAT1 LAD1 LGALS3BP LGMN LILRB4 LIPA LMAN2 LNPEP LPCAT3 LRP1 LSP1 LST1 LTB LTBP1 LY6D MAN2A2 MAOA MAP7 MAPK10 MAPK11 MAPK12 MAPK4 MAPK7 MAPK8IP2 MARCKS MAT1A ME3 MERTK MEST MFAP2 MKI67 MLLT11 MMD MMP1 MMP9 MSLN MUC1 MX1 MYH2 MYH7 MYL1 MYL2 MYL4 MYL9 MYOG NAB2 NEB NF2 NFIX NFKBIL1 NGF NKX2-1 NKX3-1 NOS1 NPAS1 NPRL3 NRG1 NTN3 NTSR1 OPRK1 P2RY14 P3H4 PAFAH1B3 PBX2 PCOLCE PDCD1 PDGFRA PDZK1IP1 PF4 PFKFB3 PFN2 PHLDA2 PKD1 PLCB3 PLOD2 PLXNB1 PMEL PMVK POMZP3 PON2 POU3F1 PPBP PPOX PPP5C PRAME PRB4 PRPH2 PRR4 PRRX1 PRSS8 PSG6 PTAFR PTH1R PTK7 PTMS PTN PTPN3 PTPRH PTPRS PTX3 RAB11B RAC2 RAD9A RAPSN RBMY1A1 RFC2 RGS3 RIMS3 RIN1 RORA RPS4Y1 RPS6KA2 RRM2 RUNX1 RXRA RXRG S100A3 SCN4A SCNN1A SCNN1B SDS SECTM1 SELENOP SELL SERPINA7 SERPINB9 SGCA SHMT1 SLC12A4 SLC19A1 SLC1A6 SLC20A1 SLC28A1 SLC7A6 SLPI SMAD3 SOD2 SOD3 SPARC SPOCK1 SPOCK2 SPRR1B SPTLC2 ST3GAL4 STAB1 STS TAGLN TCEA2 TCIRG1 TCL1A TCN2 TEAD4 TESK1 TFF1 TFF3 TGM3 THBS1 THRA TK2 TLE1 TLE3 TMEFF1 TMSB15A TNFAIP2 TNFAIP6 TNFRSF1A TNNI1 TNNT1 TNNT3 TP53I11 TPBG TPM2 TPSAB1 TRIB2 TSPAN7 UBE2H UCHL1 UCK2 UGT8 VWF WASHC5 WT1-AS XK ZBTB48 ZFP36L2 MODULE_330 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_330 ACTA1 ACTC1 CACNG1 CALD1 CHRNB1 CKMT2 CLCN1 CRYAB CXCL12 DSTN FKBP1B FLII FXYD1 GJA1 GJA5 GNAO1 GSN HRC KCNA1 MYL3 NOS1 OXTR PLN RYR1 SSPN TMSB4Y TRDN VIPR1 MODULE_331 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_331 ABCB10 ACOT13 ACTR6 ADAM30 ADNP2 AMH AP4B1 APC APPBP2 ARHGAP26 ARRB2 ATAD2B ATP5IF1 BRCA2 C1orf35 CFDP1 CPNE7 CSDE1 CTSB ECEL1 EIF3J EIF4B FAM53B FAN1 FANCA GABPB1 GOLPH3L GZMA HBG1 HCN3 HEATR6 HELQ HIPK1 HIRA HMBS HNRNPLL HNRNPU HOMER1 L3MBTL2 MRC2 MRPS36 MYH14 NOLC1 NUDT16L1 NUP88 OR2I1P PFDN4 PLEKHF2 PPA1 PPA2 PPM1E PRMT6 PSMD6 PYGO2 RAD51C RSBN1 SERF1A SLC43A3 SP1 SRPRB STON2 SULT1A3 TDG THOC1 THOC2 THUMPD1 TP53INP1 TRIM23 UCHL5 USP8 VTCN1 WNK2 ZNF146 ZNF770 ZNF777 MODULE_332 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_332 ARGLU1 CASP3 CUL4A DCAF8 DGCR5 DIS3 EML4 ERCC5 EWSR1 GTF2F2 GTF3A HAUS1 HMGB1 HSPBP1 ILF3 IPO5 ISG20 MFHAS1 MKI67 MYC NAA16 NPPA NR4A1 NUFIP2 OBI1 PCBP2 PIBF1 PUM2 RB1 RBM39 RRM1 SNX4 SRSF6 SRSF9 STK24 SUCLA2 SUPT20H TINCR TPP2 TXNDC16 UCHL3 USPL1 WDR47 XPO4 ZBED5 MODULE_333 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_333 ABCA7 ACP2 ALDH1B1 ASB16 ATP7B AZGP1 CELSR2 CFI CHCHD6 CRY1 EPHX2 GCSH GPD1 HLA-DRB4 HMGN2 IGF1 KHK MIF4GD MIS18A NDUFAF3 NOS1 PLEKHB2 RMDN3 SOD1 TRPM1 UQCC2 YTHDF2 ZC3H3 ZNF559 MODULE_334 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_334 AAGAB ACSL3 AK3 AKAP5 ALG13 ANXA4 AP1S1 ARPC5 ARPP19 ATE1 ATG16L1 ATXN3 BAIAP2 BET1L BHLHE41 BMP6 BOD1L1 BPHL C2 CACNA1C CARD16 CCNB1 CCNG2 CCT6A CEBPD CISH CLSTN3 COL4A5 CPA2 CRBN CXCL10 CYRIA CYTH1 DCAF10 DDX11 DDX17 DDX18 DHRS3 DHX34 DLX5 DMD DNAAF8 DNAJB1 DNAJC9 DPP6 DSCC1 DSG2 DUSP4 ENOX1 ERCC3 ESYT2 F7 FERMT2 FGF13 FLI1 FLVCR1 FOSL2 FRG1 FRMD4A FUZ GABRE GALC GAS2 GCGR GCHFR GCLM GEMIN7 GRIN2C GRK5 GTPBP3 H2AC18 HLA-DPA1 HOXD8 HS6ST1 HSPA1B IFI35 JUND KCND1 KIF13A KRT19 LBP LEP LGALS8 LHX3 LIMK2 LLPH LZTR1 MAD2L2 MAP3K10 MAP3K2 MAP4K2 MBD5 MCTS1 MIEN1 MYO5B NBPF3 NDP NOL7 NUMA1 NUP210 OSBPL2 OSGIN2 PCCB PCDH1 PCTP PFKFB3 PILRB PLCL1 PLPP3 PMS2P1 PNLIPRP1 PPP1R11 PRG2 PRKAR2B PRSS1 PSEN1 PSMA3 PTHLH PTPRS PYROXD1 RAB3GAP2 RDX RERE RHOH RNF139 RPL13 RPL24 RPS18 RPS5 S100A12 SDHC SERPINA3 SERPINB5 SIL1 SINHCAF SKIC2 SLC12A4 SLC5A1 SMARCA5 SNED1 SNX14 SNX2 SOX2 SP110 SPOCK2 SRP72 SRPRB SYK SYNGR1 SYT1 SZRD1 TFAP2B TGFB3 THEMIS2 TIMP1 TMEM143 TRDN TRIM33 TRIP4 VAV2 WNT3A YPEL3 ZEB1 ZNF224 ZNF292 ZNF587 MODULE_335 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_335 ALAD ALAS1 BAAT COX10 DCT DDT FECH GCLC HMBS HMOX1 HMOX2 PMEL TYR TYRP1 MODULE_337 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_337 ACLY ADSL AHCYL2 ALG3 ALMS1 ANKEF1 ARHGAP11A BYSL CABYR CD70 CDC45 CENPF DDX21 DLEU2 DONSON E2F1 GMNN GPSM2 HDAC2 HLCS HPRT1 IER3 IFRD2 ILF3 KCNN4 MAS1L MDC1 MDM1 METAP1 MRTO4 NCAPD2 NFYA NME1 NME2 NUP155 NUP205 NUP50 NUP88 ORC1 PADI3 PLEKHA8 PLGRKT PLK4 PMCHL1 POLA1 PRPF38A PRPS2 RAB6B RFPL3S RRM1 RRM2 SAC3D1 SEMA4B SLC25A37 SLC30A10 SNRPA SPEF2 SRPK1 UCK2 UTP18 ZBTB5 ZIC2 ZNF490 ZNF706 MODULE_340 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_340 APOA4 ARSB BMAL1 CCDC106 CKMT1B CREG1 CTSA CTSK FANCC GCNT1 GH2 H3C10 HAO1 IGLL1 KCNA1 LRRC17 MX1 NFKB2 NR2C2 PCSK2 PDE1A SCGB2A1 SERPINB3 TNF TOE1 ZNF415 MODULE_341 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_341 ACSL3 AIG1 ALDH3A1 ANKRD2 ASAP2 ASPSCR1 B3GNT5 BFSP2-AS1 BTG3 CAMSAP2 CARF CD226 CEBPB CFAP44 CLN5 COMMD4 CPA1 CRYBG1 CTAGE1 DLGAP3 DMRT1 EAF2 FABP3 FBN3 FUT1 FZD5 H1-1 HAGHL HOXB2 HRG HYAL3 IPP IQGAP1 KATNAL2 KCNJ1 KLRA1P KRT35 LMAN1L LPCAT2 LTBR M1AP MAK MAP7D3 MINK1 MLC1 MT1X NOD2 OLFM4 OSBPL10 PARP8 PBX4 PCIF1 PCYT1A PDE10A PIGL PKD2L1 PRKG2 PSME4 PTK7 RAPSN RNASE2 RNF133 S100A10 S100A11 SCPEP1 SERPINB7 SLC10A1 SLC16A2 SLC38A2 SLC38A3 SLC7A5 SLC9A1 SLC9A6 SPATA31A7 SRSF12 TGM1 TMEFF2 TRMT1 TSNAXIP1 XPR1 YJU2 ZBTB3 ZFP36L1 ZNF608 MODULE_342 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_342 ADIRF AGR2 AIFM2 AJUBA AKR1C1 ALPL ANK3 ANXA9 APOA1 ARHGEF5 AZGP1 B3GNT3 BACE2 BMP4 C4B C4BPB C4orf19 CA11 CALML3 CAMKV CAVIN1 CCDC68 CCL15 CD24 CD4 CDCA5 CDH1 CDH10 CDH17 CDH3 CDKN1A CDKN2A CEACAM6 CHODL-AS1 CLDN4 CLDN7 CLU CNKSR1 CRABP2 CTSE CUX2 CXCL14 CYB5A CYP26A1 CYP3A5 DDX11L2 DEFA3 DLK1 DNAJA4 DNMT3B DSP DZANK1 E2F8 ECM2 EGLN3 ELF3 EPCAM EPHA2 EPS8L2 F11R F2RL1 FAM83D FAT1 FBLIM1 FBP1 FGG FMOD FOLR1 FOXA1 FOXA3 FXYD3 FZD3 GAL GALNT3 GATA3 GDA GGT1 GINS1 GPC1 GPR160 GPRC5A GPRC5B GPRC5D GPX2 GPX3 GRB7 GRTP1 GSTM1 GSTM2 GSTM4 H19 H2BC21 HLA-DRB5 HOOK1 HPGD HSPB8 HYAL1 IGFBP1 IGFBP2 IL1RN KIAA0040 KLF8 KRT14 KRT17 KRT18 KRT19 KRT5 KRT6A KRT6B KRT7 KRT8 LAD1 LAMC2 LAMP5 LGALS3BP LGALS4 LILRB4 LIPG LMTK3 LRRC37A4P LRRC4 LRRC61 LTF LYZ MAL2 MAP7 MIPOL1 MLPH MMP7 MST1R MTARC1 MUC1 MUC13 MYL9 MYO10 MYO6 NBL1 NCF1C NEBL NEK3 NGFR NHERF1 NUP210 OCLN OLFM2 PCDHB5 PELI1 PGAP4 PLA2G2A PLBD1 PPARGC1A PPL PPP1R14C PRMT6 PRR15L PRSS2 PRSS23 PRSS8 PSG5 PTGFRN PTPRF PXMP4 RAB25 REEP6 REG1B RERG RHOBTB1 RNF43 RTKN S100P SCNN1A SDC1 SEC22C SELENBP1 SERPINB6 SH2D4A SLC25A18 SLC38A1 SLC5A4 SLC8A3 SLPI SORBS1 SPINT2 SPON1 SSH3 ST3GAL5 STMN1 STXBP6 SYT17 TACSTD2 TAGLN TAGLN3 TENM1 TMEM98 TNFRSF10A TP53I3 TRPS1 TSC22D3 TSKU TSPAN8 TSSK1B UBXN6 UGT1A1 VAV3 VWA1 WFDC2 WLS WWC1 XDH ZBED3 ZFP36L2 ZFP41 ZKSCAN3 MODULE_343 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_343 ACADM ACADSB ACADVL ACO1 ACO2 AMT CA11 CA2 CA4 CA5A CA6 CA8 CBS CPS1 ECH1 ECHS1 EHHADH FH GLUD1 HADHA HADHB HAL PCBD1 PTS UROS MODULE_345 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_345 ABTB1 ADAM19 ADGRE2 APOL3 AQP9 ATP2A3 AXIN1 BANK1 BLNK BST2 CACNG4 CAMK4 CARD16 CCDC186 CCL18 CCL7 CD14 CD19 CD2 CD27 CD37 CD3D CD5 CD74 CD79A CD79B CD86 CEBPD CNRIP1 CSF3 CTSL CXCL9 CYP1B1 DEFA1 FADS1 FAM53B FCRL2 FCRLA FOXP1 FPR1 GBP1 GBP2 GNLY GSTM2 HBA2 HELZ2 HLA-A HLA-C HLA-DMA HLA-DMB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRA HVCN1 IFI27 IFI35 IFI44 IFI44L IFIT1 IFITM1 IFITM3 IGHG3 IGHM IGKC IGLJ3 IGLL1 IL2RB IL3RA IL7R ISG15 KCNQ5 KCTD12 KIAA0753 KLRK1 LGALS3BP LGMN LIMD2 LPAR6 MAL MECP2 MS4A1 MST1L MX1 NEK11 OAS1 OAS3 P2RY10 PARP14 PELI1 PNMA8A POLR3B POU2F2 PPP1R16B RNF31 RRP15 RSAD2 RUBCNL SAMSN1 SDC2 SELL SERPINA5 SLC22A23 SPIB STAT1 STK31 TAP1 TCL1A THBS1 TNFAIP6 TNFRSF25 TNFSF10 TPTE2 TREM1 TTC30A TTLL2 TXLNGY UBE2L6 UCP1 UNC13B UNC5D UNC79 UNKL UTY ZNF436 MODULE_346 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_346 ARSA ASAH1 B4GALNT1 GM2A GPX4 HEXA HEXB IMPA1 NSMAF PLA2G5 PLCD1 PLCG2 PLD1 PRDX6 PSAP SMPD1 UGCG MODULE_349 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_349 ALDH1L1 BHMT CAD COMT DNMT1 FTCD GAMT GART GATM GCSH HNMT ICMT NNMT PJA2 SHMT2 TRDMT1 TRMU MODULE_35 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_35 AARS1 CARS1 EPRS1 GARS1 HARS1 HARS2 IARS1 KARS1 KHSRP LARS2 LIG1 NARS1 QARS1 SARS1 VARS1 YARS1 MODULE_350 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_350 ABCA3 APBA3 ARSA BAG6 BTG1 CCDC148 CLPTM1 CTSL DNMBP DXO DYNC2I2 DYRK1A ECI1 EFNB1 EIF2S1 EWSR1 F11R FAHD2A FAM89B FOXM1 FXYD3 HBB ITPKC LAPTM4B LTBP2 MCRIP2 MON1B MRPL4 MRPL46 MRPS12 NR1H2 NUCB1 PLD3 PLEKHH3 PLOD2 POLR2E RAB24 RHBDD3 RNF126 RNF181 RNF7 RPRD1B SBF1 SDC2 SERPINB3 SF1 SNRNP70 SNW1 SREBF1 SULT1A2 SURF1 TAF6 TMED3 TMEM134 TMEM63B TRIM27 TSPAN4 TTTY6 ZMPSTE24 MODULE_352 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_352 CLIC1 CSE1L IPO7 KPNA1 KPNB1 NUP107 NUP153 NUP88 RAN RANBP2 SNUPN SUMO1 TMPO TNPO1 TNPO2 TPR XPO1 MODULE_354 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_354 AHCY ALDH1L1 CA1 CA2 CA3 CA4 CA5A CA6 CA7 CA8 CBS CTH MTHFD1 OAT PAH PTPRG PTPRZ1 SDS MODULE_355 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_355 BAG1 BAG3 CANX CCT2 CCT6A CCT8 CDC37 COX17 CRYAB DNAJA1 DNAJB1 DNAJB2 FKBP4 HSP90AB1 HSP90B1 HSPA1L HSPA5 HSPA6 HSPA8 HSPB1 HSPB2 HSPD1 HSPE1 LRPAP1 PPIA TBCA TRAP1 TSC2 URI1 MODULE_356 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_356 ACACB ACTA1 ADA ALG12 ATG5 AUP1 AVL9 BMP2 CBY1 CC2D2A CCDC88A CCN3 CD14 CD40 CDC42SE2 CHORDC1 CHRNA1 CKB CLIC4 CRNKL1 CTNNAL1 DBNDD1 DCTPP1 DHODH DLK1 DLL1 EFTUD2 EID1 ELK1 ELL ELMO2 ENAH EPS15L1 EXOSC4 FADS1 FKBP1B FOXS1 GABRA2 GATAD2A GATM GC GJA5 GLRX GNAI1 GPER1 H3-3B H4C14 HOXC4 HYOU1 IFT88 IL1R1 ITGA8 JAG1 KLF1 KLHDC10 KLK6 KPTN LAMTOR1 LEAP2 LIMCH1 LIMS3 LSM14A LYN MAPK4 MAPT MARCKS MARF1 ME2 MECP2 MGAT3 MKNK2 MPPE1 MTMR2 MYLK2 MYO1C NCK1 NF2 NINJ1 NNT NPRL3 NUP54 NXN OXR1 PCGF3 PFDN4 PHRF1 PICALM PIF1 PLAGL2 PLAUR PLPBP PNLIP POFUT1 PON3 PPP2R5C PPP2R5D PPP4R1 PRDM1 PRSS3 PSMD2 PTBP1 PTGER3 PTMA R3HDM1 RABIF RHAG RNASEH2C RNF11 RNF4 ROPN1 RPL10 RPLP2 RXRB SARM1 SEPHS1 SETDB1 SLC20A1 SLC25A1 SLC25A16 SLC25A37 SLC9A1 SMC1A SMYD5 SREBF1 SRP14 SSR3 SZT2 TAGLN3 TBC1D2B TECPR2 TGFB1 THOP1 THY1 TIE1 TMEM97 TNFRSF14 TRAF6 TRAM1 TRIM4 TRMT11 TSPAN18 TXNDC16 TYMP VASH2 WNT5B WWP1 WWTR1 ZNF217 ZNF423 ZNF667 MODULE_357 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_357 ADRB2 AKR1C1 AKR1C3 ALDH1A3 ANGPTL4 ANXA8L1 AREG B3GNT5 BARX2 CA2 CALML3 CAV1 CAV2 CDH3 CLDN8 COL17A1 COL7A1 CSF2 CSTA CXCL1 DMRT2 DSC3 DSP DST DUSP6 EFNB1 EIF2B3 F2RL1 FASN FBN2 FGFBP1 FXYD3 GABRE GJB5 GPX2 HAS3 ITGA6 ITGB4 KLHL13 KLK10 KLK5 KRT1 KRT13 KRT14 KRT15 KRT17 KRT19 KRT5 KRT6A KRT6B LAMA3 LAMB3 LAMC2 LGALS7 LIPG LMTK3 MAOA MMP14 MRAP2 PGAP4 PI3 PPP1R14C PTGS2 PTHLH PTPRK ROPN1L S100A2 S100A8 S100A9 SAA1 SERPINB2 SERPINB5 SERPINE1 SPRR1B SPRR2C TENM2 TFPI2 TM4SF1 TP63 TRIM29 MODULE_358 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_358 AEN AGO2 ANKRD20A1 ANKRD44 AP1G2 APOA2 ARL8B BET1L C12orf43 C1orf159 C2CD5 CD164 CD69 CRIP2 CRKL DBF4 DDX49 DHX15 DNAJC5B EAF1 EIF2AK3 FEM1A FMNL1 FYTTD1 G3BP2 GLCCI1 HLA-DRB3 HOXA7 INSIG1 INTS7 IRS2 KBTBD8 KLF10 KLHL15 KLRA1P LBH LBR LIPA LPP MARCHF6 MIOS MUS81 NFKBID NMD3 NOC3L NOX4 NR4A2 NSUN2 NUP205 OGA ORAI2 P2RY8 PELI1 PKD1 PMAIP1 PPP4R3B PPTC7 PTPN11 RAB8B RNGTT SBNO1 SEC16A SGCD SNRNP200 SNX9 STARD4 STK10 STK4 SYNE2 TACC1 TAF1D TAGAP THOC7 TLE4 TRAK1 UBR7 ULK4 WDR75 WSB1 ZMIZ2 MODULE_36 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_36 ABAT ACOT13 ACOX1 ACVR2A ADAM10 ADNP2 AGA AGGF1 ALKBH1 AMPH AMY2B ANP32E ARF6 ARIH1 ARPP19 ASH2L ATP2B4 ATP5MG ATP5PB ATP6AP2 ATP6V1C1 BARD1 BAZ1A BCAR3 BORCS8-MEF2B BRD1 CA5BP1 CASP9 CBL CBS CBY1 CCNG1 CDKN1B CDS2 CELSR3 CENPC CLASRP CLP1 COG5 COQ2 CRABP2 CREBL2 CSRNP2 CTBS CYB5B DAPK1 DHRS12 DLAT DYNC2LI1 E2F3 EED EEF1E1 ETV5 EXOSC10 FKBP5 FLAD1 FLRT2 FPGT GALC GPRC5B GTF2B GTF2H1 GUCA2B GUCY2D GUSBP14 H1-3 HAT1 HNMT HOPX HRG HSPA13 ISCA1 ITGB1BP1 KCNK1 KLHL20 KLK6 KRR1 KRT15 LPIN2 MAGI2 MBD1 ME2 ME3 MED1 MEIS2 MMP9 MORC2 MTMR11 NCF2 NCOA2 NECTIN3 NFYA NINL NIPBL NSMAF NUP88 ORC5 PARG PCNA PDE4D PER2 PEX2 PHF3 PHYH PIAS3 PIBF1 PLAGL2 PLXNC1 POLR3C POLRMT PPM1A PPM1B PRH1 PROM1 PROS1 RAB3GAP2 RALGPS1 RBBP6 RBM12 RCN2 RNASE2 RNF114 RPGR RRM1 SCYL3 SKIC3 SLC25A12 SLC26A2 SLC27A2 SLC35D1 SNRNP40 SNRPD3 SNTA1 SPEN SPIB SRPK1 SRSF3 STX8 SURF2 SYMPK TCAF1 TCFL5 TDG TEP1 TJP2 TM2D1 TMEM131L TP53TG1 TRAK1 TRIM23 TRIP12 TSN TTLL4 UBE2E1 UCHL3 UPF2 USP2 ZNF117 ZNF189 ZNF646 ZNF821 ZSCAN9 MODULE_360 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_360 DNASE1 DNASE1L1 DNASE1L3 FEN1 NTHL1 OGG1 PPP1R8 RNASE1 RNASE2 RNASE3 RNASE4 RNASE6 RNASEH1 RNASEH2A MODULE_361 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_361 ABCC5 ADA2 ADAM19 ADAM28 ADGRE2 ALOX5 AMD1 ANKRD28 APOBEC3G ATP2A3 AXIN1 BACH2 BANK1 BCL2 BIN2 BLOC1S5 BTG2 C3orf36 CACNG4 CCDC186 CD200 CD24 CD37 CD48 CD5 CD53 CMKLR1 CNR2 COA7 COL19A1 COL4A4 COQ9 CSMD2 CTLA4 CTSF CTSZ CXCR4 DBP DEFA1 DGKD DIRAS2 DNAH11 DPEP2 FAM200C FAM53B FANCF FCER2 FCMR FCRL1 FCRL2 FCRLA FGR FLRT2 FOXP1 G6PC3 GABBR1 GLRA3 HDAC9 HEATR6 HIKESHI HLA-DRB3 HSD17B11 HVCN1 ICAM3 IGHG3 IGHM IL10RA IL24 IL4R IRF8 ITGB7 ITM2C KCNA3 KCNQ5 KIAA0753 KLHL41 LBH LRRC19 MARCHF1 MECP2 MED12L MED29 MTBP MX1 NAALADL1 NACAD NEK11 NR2E1 NRIP2 OSBPL10 P2RY10 PDE2A PLAC8 PLCL2 PLGRKT POLR3B PORCN PRKCB PRMT3 PTCRA RABIF RAPGEF6 RAX2 RCSD1 RIPK4 RIPOR3 ROR1 RPAP3 RSAD2 RUBCNL SEL1L SELP SEPTIN6 SHC2 SLC24A3 SLC27A5 SMCHD1 SOX6 SP140 SPINT2 SPON2 SPPL2A SPRR1A ST6GAL1 STK33 TASL TCF7 TCL1A TMEM97 TNFAIP2 TOR1B TP53I13 TRAPPC13 TRDD3 TSPAN32 TSPOAP1 TTLL2 TXLNGY TXNIP UNC5D USP2 UTY VANGL1 ZFHX2 ZFP36L2 ZNF292 ZNF395 ZNF423 ZNF587 MODULE_362 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_362 ANGPT1 ANPEP CXCL8 EPAS1 FGF1 FGF2 FGF6 IL18 JAG1 KDR MFNG MMP19 NRG1 NRP1 PBX3 PTPRR TBXT TNFAIP2 TNFSF12 VEGFC VEGFD MODULE_363 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_363 ALDH7A1 ATP5F1B ATP5F1E ATP5ME ATP5MF ATP6V0B ATP6V0C ATP6V1B2 ATP6V1G1 BTF3 CCNG1 CDH3 CEBPB CRAT CRYZ DPP4 EEF1A2 FN1 GLB1 HADHA IGF2BP3 IRF1 MAFG NDUFB3 NDUFB5 NDUFC1 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS8 NDUFV1 NDUFV2 PEX19 PGRMC1 POLR2F POLR2I PPA1 PPL PRKAR1A RBPJ RPL15 SEM1 TPI1 TRPC1 TXNL1 UQCRB UQCRC2 YBX1 MODULE_366 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_366 ACADL AGTPBP1 ASB5 B4GALT1 B9D1 BORCS8-MEF2B COL5A3 CPPED1 CTNS CUX1 CYP2E1 DHRS3 DHX30 ECRG4 EPHA1 EVPL ID2 LIN37 MYO15A OSBPL3 PALS2 PLXNA1 RAP1GAP SCN1B SHMT1 SIPA1 SLC12A4 SNCG SPOUT1 TSC1 UROS VNN1 ZMYM1 MODULE_367 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_367 AGTR1 AVPR1A BDKRB1 BDKRB2 C3AR1 CCKBR CCR1 CCR2 CCR5 CXCL13 CXCR2 CXCR4 DGKA DGKI EDNRB F2RL2 GAP43 GNA15 HTR2B LPAR1 LTB4R OXTR P2RY1 P2RY2 P2RY6 PLCD1 PRKD3 RHO SAG MODULE_368 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_368 CHRNE SLC10A1 SLC10A2 SLC12A1 SLC12A3 SLC15A1 SLC16A2 SLC16A4 SLC16A6 SLC16A8 SLC17A2 SLC17A3 SLC34A1 SLC6A1 SLC6A3 SLC6A4 SLC6A7 TTR MODULE_37 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_37 AASS ABCC1 ABI3 ABL2 ACKR1 ACSBG1 ACTR6 ACVR1 ADIPOR2 AGAP2 AKAP8L ALDOA ALG6 AMIGO1 AMZ2 ANKRD1 ANKRD13A ARHGAP15 ARHGAP45 ARID5A ART3 ASXL2 ATG16L1 ATG2A ATG4D ATP8A2 ATRN ATXN7 BAG3 BAIAP3 BARD1 BASP1 BCL2L13 BCL2L14 BCR BEGAIN BEND5 BFSP2-AS1 BHMT2 BMX BPIFA1 BPTF BRAP BRIP1 BSDC1 BTN2A1 C17orf75 C19orf73 C21orf62 CACNA2D3 CAND1 CAPRIN1 CCAR2 CCBE1 CCDC102A CCDC134 CCDC81 CCDC85C CCDC90B CCNG1 CCNH CCNL1 CD1A CD1D CD302 CD8A CD9 CDH13 CDH22 CDH4 CDH5 CDK11A CDK16 CEBPZ CELF2 CELP CENPK CEP162 CEP55 CHAF1A CHD1 CHD9 CHL1 CHST1 CHST9 CIP2A CITED2 CLCF1 CLEC2B CLUH CMTM6 COCH COL6A3 COPE COQ8A CORIN CPNE1 CSF1 CSGALNACT2 CST1 CTSZ CUL9 CXCL8 CYP1A1 CYP2A7 CYP2B7P CYP2C9 CYYR1 DCANP1 DCLK1 DCTN3 DCX DDX17 DDX60 DES DEXI DHODH DHRS12 DIO3 DIRAS2 DNAAF4 DPYD DYNC2LI1 DZIP3 EARS2 EDN1 EEF1D EFCC1 EGFR EIF2B4 ELAC1 ELMO1 ELOB ELOVL2 ENC1 ENPP1 EPHA7 EPS15L1 ERLIN2 ERVMER34-1 ESPN EYA3 FABP2 FAF1 FAM220A FAM3B FAR2 FBXO11 FBXW4 FGD6 FGFR3 FLJ13224 FMN1 FNBP4 FOS FPR2 FURIN GABPB1-IT1 GALNT3 GATA3 GCA GEMIN4 GEMIN7 GGA2 GJA1 GJA5 GJC2 GLB1L GLT8D1 GOLGA4 GPATCH3 GPR137B GPR68 GPSM3 GREB1 GSTM1 GSTM4 GSTZ1 HACD1 HBE1 HINT3 HIVEP2 HMGN5 HNRNPDL HNRNPH3 HNRNPU HOXC4 HOXD13 HS1BP3 HSD17B12 HYAL2 IFI27 IGKC IL18R1 IL1R2 IL1RL1 ILRUN IMMT INIP INO80B IPCEF1 IRF5 ISCU ISYNA1 ITGAM ITGB5 ITK KAT2B KATNAL1 KATNIP KCNE4 KDM4D KDM5B KIAA1522 KIAA2013 KLF13 KLHL36 KLHL4 KLHL41 KRT19 LAIR1 LANCL2 LARP1 LDAH LEPROTL1 LHPP LILRA4 LINC00160 LMO7 LMTK3 LRP3 LRRC4C LY86 LYL1 MAGED4B MAGEL2 MAP1S MAP4 MAP6D1 MAPKBP1 MBD5 MCMBP MCTS1 MED12L MED14 MED24 MED25 METTL22 MICALL1 MICB MMP14 MMP7 MOB4 MOCOS MORC3 MPRIP MREG MRPL18 MRPL27 MRPL36 MRPL47 MST1R MTMR12 MTTP MXRA8 MYEF2 MYH1 MYL12A NACAD NANS NCOA7 NDRG2 NECAP2 NEIL1 NELFB NEPRO NFIL3 NGF NME1 NMT1 NOL7 NOP53 NPY1R NR2E1 NRL NSUN3 NUP54 NUP58 NUTM2F NXF1 NXPH4 OBSCN OR2A1 OR7E12P ORC3 OSBPL9 OTOR OXGR1 P4HTM PAPOLA PARS2 PAWR PCDHB7 PCED1B PCGF1 PCSK5 PDCD2L PDCD5 PDCD6 PDE4D PGLYRP2 PHAX PHF3 PI4K2B PIF1 PITPNC1 PKIA PLAAT4 PLEKHF2 PLEKHG1 PLGLB2 PLIN1 PNMA8A PNPLA2 POGLUT2 POLDIP3 PORCN POU6F2 PPIL2 PPP1CB PPP1R14D PPP4R2 PRDM1 PRDM8 PTGS2 PTPRF PTPRT PTPRZ1 PTX3 PYCR3 PYGB QKI QSOX1 RABGAP1 RALB RALGPS2 RARB RARG RBM7 REPIN1 RERE REV3L RFC2 RHPN1 RNASEL RNF103 RNF220 RPRM RRAGD RXRA S100A5 SARAF SAV1 SCARA3 SCD SDC3 SELE SELPLG SENP1 SF3A1 SFT2D3 SH2B3 SH3BP2 SIAH1 SLAMF7 SLC11A2 SLC17A8 SLC19A1 SLC22A3 SLC25A27 SLC26A8 SLC43A1 SLC5A4 SLC9A6 SLMAP SMAD3 SMG7 SNTB2 SNX5 SOX21 SOX6 SP140L SPAG9 SPNS1 SSBP4 STAMBPL1 STAT3 STRIP2 SUGP2 SURF6 SV2B SYCP2 TAL1 TBC1D8B TBC1D9 TDP1 TESPA1 TFAP4 TGFBR3 THEG TIMELESS TIMP2 TIMP4 TLN1 TMED3 TMEM120A TMEM121B TMEM144 TMEM161A TMEM248 TMEM250 TMEM62 TMEM97 TMF1 TMLHE TNFRSF13C TNFSF4 TOR4A TP53 TRABD TRAF3 TRIM14 TRIM7 TRMT6 TSC22D3 TSLP TTF2 TUBA4A UBE2J1 UFL1 UFSP2 UGCG UNC79 UTP11 VEGFC VIT WDR19 WDR25 WDR46 WNT2 WRNIP1 XPO4 XRN2 YWHAB ZBTB5 ZBTB7A ZCCHC4 ZFP41 ZGRF1 ZKSCAN7 ZMAT4 ZMYM5 ZMYM6 ZNF117 ZNF143 ZNF202 ZNF264 ZNF318 ZNF566 ZNF638 ZNF764 MODULE_371 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_371 ADAM9 AOX1 ARF4 ARF5 BMP1 DUSP14 GALNT1 GMFB HMGB1 HSPB2 KHDRBS1 MMP1 MMP10 MMP14 MMP2 MMP3 MMP7 MMP9 RPA1 RPA2 SCG5 SSBP1 TF UBA2 YBX1 ZNF117 MODULE_372 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_372 ABCC4 ADAMTS13 ATAD2 CCNE2 CCNJ COLEC11 DLEU1 ECT2 FEN1 FOXP2 HEXA-AS1 KIF11 KLHL2 LARS1 MSH2 NPR1 NUP50 POLA1 RBM14 RCOR3 RNF123 SLC26A2 SOX8 TWSG1 MODULE_373 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_373 ADH1A ADH1B ADH1C ADH4 ADH7 ALDH1A1 ALDH3A1 ALDH3A2 ALDH3B1 ALDH3B2 AOC1 AOC3 AOX1 DBT DDC GOT1 GOT2 GSTZ1 HGD HPD MAOA MAOB MODULE_375 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_375 ACKR1 ADCYAP1R1 ADGRE1 ADGRL1 ADORA1 ADRA2A ADRA2B ADRB2 AKAP12 AVPR1A BDKRB2 C3AR1 C5AR1 CCL17 CCL23 CCL3 CCR1 CCR2 CCR5 CCR8 CX3CR1 CXCL1 CXCL13 CXCL2 CXCL8 CXCL9 CXCR4 CXCR5 CXCR6 DEFB1 DEFB4A DGKA DGKI DRD3 EDNRA EDNRB FPR1 FPR2 FZD2 FZD9 GABRA2 GABRG2 GALR3 GAP43 GCG GHRHR GIT2 GNA13 GNA14 GNA15 GNAL GPR182 GPR183 GPR39 GPR65 GRIK1 GRIN1 GRM2 GRM3 GRM8 GRP HCAR3 HCRTR1 HCRTR2 LANCL1 LPAR6 NMU NPY NPY1R NTSR1 OPRK1 OR2F1 P2RY10 P2RY14 PDYN PLCB2 PRB4 PTAFR PTGER2 PTGFR RGR RGS16 RGS4 RGS5 RIN1 S1PR4 SCG5 TACR3 TSHB UCN MODULE_377 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_377 ADH4 ALAS1 ENO1 ENO2 GGT1 GGTLC1 GLYAT HK2 LDHA NAT1 NAT2 MODULE_378 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_378 AASS ABHD17C ABI3 ACE ACKR1 ACSL1 ACSM5 ACTR6 ACVR1 ADIPOR2 AGAP2 AHNAK AKAP8L ALG6 ALKBH4 AMIGO1 AMOTL2 AMY2B AMZ2 ANKFY1 ANKRD13A ANXA1 APTX ARG1 ARHGAP15 ARHGAP20 ARHGAP45 ARID5A ART3 ASXL2 ATG16L1 ATG2A ATG4D ATP8A2 ATRN ATXN7 AURKAIP1 BAG3 BAIAP3 BASP1 BCL2L13 BCL2L14 BCR BEGAIN BFSP2-AS1 BGN BPIFA1 BRAP BRIP1 BSDC1 BTN2A1 C17orf75 C19orf73 C1orf116 C21orf62 CACNA2D3 CAND1 CBLN1 CCAR2 CCBE1 CCDC134 CCDC81 CCDC85C CCDC90B CCL11 CCL2 CCNL1 CD163 CD1A CD1D CD8A CDH22 CDH4 CDH5 CDK11A CDK16 CEBPZ CELF2 CELP CEP162 CHD1 CHD9 CHL1 CHST1 CHST9 CIP2A CITED2 CLCF1 CLUH CMTM6 CNOT6L COCH COL6A3 COPE COQ8A CORIN CSF1 CSF2RB CST1 CTSZ CUL9 CXCL10 CXCL8 CYP1A1 CYP2A7 CYYR1 DCAF15 DCANP1 DCLK1 DCTN3 DDX60 DES DEXI DIO3 DIRAS2 DLC1 DNAAF4 DNAH11 DNAJA1P5 DPYD DYNC2LI1 DZIP3 EARS2 EEF1D EFCC1 EIF2B4 ELAC1 ELOB ELOVL2 EPB41L4B EPHA7 EPHB6 EPS15L1 EREG ERLIN2 ERMN ERVMER34-1 ESPN EYA3 FABP2 FAF1 FAIM FAM169A FAM220A FAR2 FBXO11 FBXW4 FGD6 FGFR1 FLJ13224 FMN1 FN1 FNBP4 FOS FPR2 FUCA1 FURIN GABPB1-IT1 GEM GEMIN7 GJA1 GJA5 GJC2 GLB1L GOLGA4 GOLGA5 GPATCH3 GPR26 GPR68 GPSM3 GSN HACD1 HBE1 HIF1A HIVEP2 HMGN5 HNRNPDL HOMER2 HS1BP3 IL18R1 IL1A IL1R2 IL1RL1 ILRUN INIP INO80B IPCEF1 ISYNA1 ITGA4 ITGAM ITGB1 ITGB5 ITK ITM2C KAT2B KATNAL1 KATNIP KCNE4 KDM4D KDM5B KIAA2013 KLHL36 KLHL4 KLHL41 KRT19 LACTB LANCL2 LAP3 LARP1 LDAH LEPROTL1 LINC00160 LMTK3 LNPK LRP3 LRRC14 LRRC19 LRRC4C LRRN3 LY86 LY9 LYL1 LYZ MAGED4B MAL2 MAP2K6 MAPK4 MAPKBP1 MBD5 MCMBP MCTS1 MED12L MED25 MED28 METTL7A MFSD1 MICALL1 MICB MLYCD MMP14 MMP7 MMP9 MOB4 MOCOS MORC3 MPRIP MREG MRPL18 MRPL27 MRPL36 MRPL47 MRPS15 MST1R MTMR12 MXRA8 MYL12A NACAD NADSYN1 NANS NCF2 NCOA7 NECAP2 NEIL1 NELFB NELFCD NEPRO NFIL3 NGF NME1 NOL7 NOP53 NR2E1 NRL NSUN3 NUP54 NUP58 NUTM2F NXPH4 OBSCN OR2A1 OR7E12P OSBPL9 OTOR OXGR1 PAPOLA PAQR5 PARS2 PAWR PCED1B PCGF1 PDCD2L PDCD6 PDE4D PGLYRP2 PHAX PHIP PI4K2B PIF1 PIP4K2C PITPNC1 PKIA PLEKHF2 PLEKHG1 PLEKHM2 PLGLB2 PNMA8A POGLUT2 POLDIP3 PORCN POU6F2 PPP1R14D PPP4R2 PRDM1 PRDM8 PRPF39 PTGS2 PTPRF PTPRT PTPRZ1 PYCR3 PYGB QKI QSER1 RBM7 REPIN1 RERE REV3L RNASE6 RNASEL RNF103 RNF213 RNF220 RPAP3 RPRM RRAGD S100A5 SARAF SAV1 SCARA3 SCD SDC3 SEMA4A SENP1 SFRP1 SH2B3 SIAH1 SIPA1L3 SLAMF7 SLC11A2 SLC17A8 SLC19A1 SLC22A3 SLC25A27 SLC26A8 SLC43A1 SLITRK1 SLMAP SMAD3 SMG7 SNRNP25 SNX5 SOX6 SP140L SPNS1 SPSB4 SQOR SSBP4 STAMBPL1 STAT3 STRIP2 STRN SUGP2 SURF6 SV2B TAL1 TBC1D8B TBC1D9 TDP1 TESPA1 TFPI2 THEG TIMELESS TIMP4 TLN1 TMCC2 TMED3 TMEM120A TMEM121B TMEM144 TMEM161A TMEM248 TMEM250 TMEM255A TMEM47 TMEM62 TMEM97 TMLHE TNFRSF13C TOR4A TP53 TRABD TRIM14 TRIM48 TRIM7 TSLP TTF2 TUBA4A UFSP2 UGCG UNC79 USP36 UTP11 VIT VNN1 WDR19 WDR25 WDR46 WRNIP1 XPO4 XRN2 YWHAB ZBTB5 ZCCHC4 ZDHHC2 ZFP41 ZGRF1 ZKSCAN7 ZMAT4 ZMYM5 ZNF107 ZNF117 ZNF143 ZNF264 ZNF318 ZNF566 MODULE_379 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_379 AANAT ABCA1 ABCB9 ABCC8 ACSL6 ACTL6B ADAM20 ADGRL3 AKAP3 AKAP7 ALDOB ALOX15 AMELX AMMECR1 APC2 AQP8 ARFGAP3 ASIC3 ASIP ATOSB ATP4A ATP6V1G2 B3GNT3 BMP10 BRD4 CCDC9 CCK CCKAR CCL7 CDH1 CDK5R2 CEACAM3 CEP135 CHP2 CHST1 CHST3 CLDN14 CLDN5 CLDN9 CNTN6 CRCP CTSG CYP27B1 CYP2C19 DKK4 DNAJB12 ECE2 EIF1AY EIF4EBP1 EMID1 ENTPD2 EXD2 EXOSC2 FAM131B FAM13A FCN2 FKBP6 FLT1 GALNS GALR3 GAS8 GFPT2 GIP GLE1 GNG7 GNMT GPR3 GREM1 GRIK5 GRK1 GRM2 H3C6 H6PD HBB HCRT HMHB1 HOXB1 HOXC11 HSD17B1 HTR4 IKBKG ING1 INHBC IVL JAKMIP1 KCND3 KCNN1 KCNQ3 KCTD17 KIAA0586 KIF21B KRT32 L1CAM LCE2B LEFTY1 LORICRIN LRIT1 LYPD3 MACIR MAGEA4 MAGEA9 MAGEC1 MAGI1 MET MLLT1 MPZL2 MSI1 MTA2 MTHFR MYCL MYOZ3 NAT8 NDRG2 NECTIN1 NELFA NEMF NNAT NR0B2 NR2E3 NRG2 NRXN1 NSG1 NTNG1 NTRK1 ODF1 P2RX1 PAX7 PGAM2 PGC PI3 PIGL PIGO PIK3IP1 PKP3 PLIN1 POM121L9P PPP4R2 PRB4 PRELID3A PRF1 PSCA PTH2R PTP4A3 PTPRN PZP RAC3 RBMXL2 RECQL5 REG1B REN REPS2 RGS9 RIBC2 RIMS2 RUNDC3A S1PR2 S1PR4 SCAMP5 SCGN SCN2B SEMA7A SERPINA4 SEZ6L SHBG SIT1 SIX3 SIX6 SLC17A3 SLC17A7 SLC22A18AS SLC22A6 SLC7A11 SLC7A4 SLIT3 SOX10 SPC25 SPINK2 SRPK3 SSTR2 SSX4 STATH SYT5 TACC2 TAGLN3 TAOK2 TBX1 TBXT TEX28 TFAP2B TNFRSF10C TNFRSF13B TNFRSF21 TNFRSF6B TP63 TRIB1 TRIM10 TRIM15 TRPM2 UCN UNC119B VAMP1 ZBTB24 ZNF143 MODULE_38 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_38 AAK1 ABCA1 ACD ACOT2 ACTG2 ADAM19 ADCY3 ADGRE5 ADGRG6 ADM ADRA1D AGPAT2 AGXT ALAS1 ALAS2 ALDH3B2 ALDH4A1 AMELX AMOT ANK3 ANPEP ANXA1 ANXA8L1 AOC1 APOC4 APOD APOE AQP5 ARHGAP4 ARHGEF16 ARID3A ARL4C ATF3 ATOSB ATP6V0A1 BLVRB BMP1 BRD4 C1QB C2 CAD CALU CAV1 CCHCR1 CCK CCN1 CCND1 CCNE1 CD14 CD151 CD34 CDA CDC42EP1 CDH1 CDH15 CDH5 CDK2 CDK5R1 CDKN1A CDKN1C CEACAM3 CFD CGA CGB3 CHPF CHRNB1 CIAO1 CITED2 CKMT1B CLDN4 CLDN5 CLDN7 CLEC3B CLIP2 CLN3 CNKSR1 CNN3 COBLL1 COL15A1 COL1A1 COL1A2 COL2A1 COL3A1 COL4A1 COL5A2 COL6A1 COL6A2 COL6A3 CRABP1 CRIM1 CRIP1 CRYAA CRYAB CSF2RB CSF3R CSPG4 CTSC CXCL1 CYB5R1 CYP11A1 CYP4B1 DAB2 DAPK1 DCAF7 DDT DDX17 DEFA3 DENND2B DEPP1 DGKA DHRS1 DHRS3 DKK4 DLK1 DMTN DNAJB2 DNM2 DOK1 DOLK DPT DSP DTX4 DUSP4 DUSP5 ECE1 ECHS1 ECM1 EDA EDC4 EFNA1 EFNB1 EFS EGFR ELN EMP2 EMP3 ENG ENPP2 EPAS1 EPHB2 ERBB2 ERBB3 ETS2 ETV3 ETV5 F13A1 FAM107A FBLN1 FBLN2 FBN2 FCGBP FCGR2B FCGRT FDXR FGFR1 FGR FLNA FLT1 FN1 FOLR2 FOSB FOSL2 FOXD1 FOXO4 FSTL3 FUCA1 FURIN GABRE GADD45G GAS1 GATA2 GATA3 GDF15 GJA4 GJB1 GLRX GNE GNG11 GPA33 GPC3 GPNMB GPX3 GRB7 GRK5 GRN GSE1 H2BC12 H2BC21 HAP1 HCLS1 HEG1 HES1 HMOX1 HMOX2 HOPX HOXB3 HPGD HRG HSD11B2 HSD17B1 HSF1 HSPA2 HSPB2 HSPG2 HTR4 IER3 IFI27 IGF1 IGF2 IGFBP1 IGFBP2 IGFBP3 IGFBP4 IGHG3 IGSF3 IKBKG IL1R1 IL32 IL4R IMPA2 INHA INPPL1 IQSEC1 ITGA10 ITGA3 ITGA5 ITGB4 ITGB5 JAG1 JAK3 JUNB KCNN4 KCTD17 KDM5C KIAA0513 KLHDC3 KRT14 KRT18 KRT19 KRT7 KRT86 LAD1 LAIR1 LAMA5 LAMB2 LAPTM5 LGMN LGR5 LHB LLGL2 LMO2 LPCAT1 LRP1 LRRC32 LTBP1 LTBP2 LTBR LY6G6C LYN LYPD3 M6PR MAFF MAGEA4 MAN2C1 MAOA MAP2K3 MAPKAPK3 MARF1 MCM2 MEF2D MEN1 MEST MFAP2 MFAP4 MGLL MMP11 MMP15 MMP2 MPP1 MSX1 MTHFR MVP MYH11 MYL9 MYLK NCF4 NECTIN2 NEURL1 NFYC NNAT NOTCH3 NRG2 NTSR2 OCLN ODF1 PAX4 PAX7 PAX9 PCDH1 PCOLCE PDGFB PDGFRA PDGFRB PDPN PDXK PECAM1 PEG10 PER1 PFKFB2 PGF PHLDA2 PIM1 PKMYT1 PKP3 PLA2G2A PLAU PLCB2 PLEC PLEKHO2 PLIN2 PLK3 PLXNA2 PLXND1 PNP POLA2 POMZP3 POU2F2 PPARD PPP1R15A PPP6R2 PRB4 PRELID3A PRG2 PRKCZ PRL PROCR PRSS8 PSCA PSD4 PSG7 PTGDS PTGS1 PTH1R PTP4A3 PTPN9 PTPRO PTPRU QSOX1 RAB11FIP5 RAB31 RAB4B RAMP2 RARRES2 RBP1 RBPMS RECQL5 RGS10 RHOB RHOBTB1 RHOBTB3 RHOD RIN1 RNASE1 ROR2 RRAD RUNX1T1 S100A11 S100A4 S100A8 S100A9 S100P SCAMP5 SCN1B SCO2 SDC1 SEMA3F SEMA4D SERPINB9 SERPINE1 SERPINH1 SFTPC SFXN3 SH3BP1 SLC16A3 SLC18A3 SLC23A2 SLC29A1 SLC2A1 SLC38A10 SLC4A2 SLC4A3 SLC5A2 SLC6A2 SLC7A4 SLC7A8 SLCO2B1 SMAGP SMARCD2 SMPDL3B SMYD5 SOD3 SOX10 SPINK2 SPP1 SRCAP SRPX ST3GAL4 STAB1 TACC2 TACSTD2 TBC1D2B TBX2 TCF7 TEAD3 TFAP2A TFAP2B TFAP2C TGFB1 TGFBI TGFBR3 TGM2 TIMM17B TIMP2 TIMP3 TLE1 TLE2 TM4SF1 TMED3 TMEM63A TNF TNFAIP3 TNFRSF10C TNFRSF10D TNFRSF1B TNFRSF25 TNNT3 TNR TNXB TOB2 TOM1 TPM1 TPM2 TRAM2 TRIM16 TRIM29 TRIP10 TRIP6 TRPC4AP TRPM2 TST TTLL12 TUBGCP4 TUSC3 UPP1 VAMP5 VPS11 VSIG4 VWF WAS WFS1 ZBTB7A ZKSCAN7 ZYX MODULE_381 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_381 AMPH APBA1 CHGA DOC2A HCRT PALM RAB3A SLC30A3 SYN2 SYT1 SYT5 VAMP2 MODULE_382 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_382 ADM AGT CALCA CCK CCL25 CGA CGB3 CHGB CSH2 GCG GIP IGF1 IGF2 INHA INHBA LHB NPY NTS PENK PNOC POMC PPY SST STC1 STC2 TRH TSHB VIP MODULE_385 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_385 AOC1 APOB APOE APOH APP CCL23 CCL7 CCL8 CXCL6 FGF9 FGFBP1 FGFR1 FN1 FSTL1 HBEGF HRG LAMC2 LIPC LPL MDK NCAN PRG2 PTN SERPIND1 TGFBR3 THBS2 THBS4 VTN MODULE_387 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_387 ACTA1 ACTA2 ACTC1 ACTG2 ADAM12 AEBP1 ALDOA BDKRB2 CALD1 CASQ2 CHRNB1 CKMT2 COL6A3 CRYAB CSRP3 EDNRA FGF2 FHL1 FKBP1B FLII FXYD1 GJA1 GJA5 HRC IGF1 KCNH2 LAMA2 MYBPC1 MYF6 MYH11 MYH3 MYH7 MYL1 MYL7 MYOD1 MYOM1 MYOM2 NEB NOS1 PLN PPP1R12B RYR1 SCN5A SGCG SPEG SSPN TNNI2 TNNT3 VIPR1 MODULE_388 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_388 EFTUD2 LSM1 PRPF8 RRP9 SF3A2 SF3A3 SNRPA SNRPA1 SNRPB2 SNRPC SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SNU13 MODULE_389 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_389 AAR2 ACP4 ACTN2 ACTR3B ACTR6 ADCK2 AFAP1-AS1 AGBL5 AKAP3 ANGEL1 ANGPTL1 ANKRD11 ANKRD13A APBB1IP AQR ARHGEF25 ARID2 ARMCX5 ATG4D ATPAF2 B3GNT3 BAG2 BBOX1 BRIX1 BUB1B CARD18 CCDC62 CD93 CD99L2 CDHR2 CDKL3 CDYL CENPJ CFL2 CLDN15 CLEC3A CNTN3 CNTNAP2 CNTNAP5 COLQ COPE COPG2IT1 CPNE4 CSDC2 CSGALNACT2 CYP26A1 CYP46A1 DCX DDIT3 DENND5A DHX58 DIP2C DLGAP2 DNAJC14 DNAJC27 DNALI1 DPEP2 DUS4L DYNC1I1 ECEL1 ECM2 EDDM3B EIF2AK4 EMC1 EMC9 ENTREP2 EPB41L4A ERO1B ERVH48-1 FA2H FAHD2A FAIM2 FAM167A FARP2 FAXC FBXO34 FLRT3 FMNL2 FOXG1 GAL3ST3 GALNT13 GDA GDAP1L1 GJB5 GOSR1 GPRC5D GRAMD1B HEBP1 HINFP HOXC10 HSPA4L IFT57 INSIG1 INTS13 IQCA1 JPH4 KCND1 KIAA1210 KIFC3 KLF1 KLHL20 KLHL41 LANCL1 LGI2 LIM2 LINC00869 LINC01549 LINGO1 LPIN1 LRRN3 LRTM1 LSM6 LTV1 LYRM2 MARCO MDM1 MED8 MMP27 MRPL13 MRPL36 MRPL39 MS4A14 MS4A6A MSH5 MTFR1 MTHFD1L MZB1 NAGPA NDE1 NDUFC1 NECTIN1 NIFK NKTR NLN NMNAT2 NRIP3 NSD1 NSFL1C NTF3 NUDT9 OGDHL OLFML2B PANK1 PARVA PAXBP1 PBRM1 PDE8A PDE8B PECR PHF20L1 PHF24 PHLPP2 POLE2 PPP1R17 PRPSAP2 PRSS27 PRTFDC1 PTP4A3 RANBP17 RASGRP3 RBCK1 RBFOX2 RBP4 RFTN1 RIPOR3 RPH3A RTN2 SAP30L SEPTIN10P1 SERTAD4 SEZ6L2 SFXN3 SH2B2 SIK3 SIPA1L2 SLC16A10 SLC22A16 SLC4A5 SLC7A6OS SMO SNTG1 SNTG2 SPATA5L1 SPG11 SPOCK3 SST SSX3 ST6GALNAC5 STRA6 SYT11 SYT6 TANGO6 TF TFB1M TFR2 TH THOC2 TLR9 TMEM144 TMEM163 TOX4 TPD52L1 TRIM5 TRIT1 TRPM1 TSKU UBE2T VAPB VDAC3 WNT6 ZFP91 ZHX2 ZKSCAN5 ZMYM6 ZNF444 ZNF83 ZRANB1 MODULE_39 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_39 AP1S2 AP2A1 AP2S1 AP3S1 ARCN1 HPCA HPCAL1 LRP8 SEC24D SEC31A MODULE_392 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_392 CBX1 CCNO H2AX H2AZ1 H2BC12 H2BC13 KPNA2 MSH2 NCL NOLC1 NPM1 RAD51 RAD51C RPL35 SMARCC1 TCOF1 UNG XPO1 MODULE_395 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_395 AP1S2 AP2A1 AP2M1 AP2S1 AP3S1 ARCN1 HPCA HPCAL1 LRP8 SEC24D SEC31A TBCC TUBA4A TUBB4B MODULE_396 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_396 CLCN3 CLCNKA CLIC2 FXYD3 GABRA2 GABRA3 GABRA6 GABRG2 GLRA2 GLRB SLC12A2 SLC26A3 MODULE_397 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_397 ABI2 ACD AFAP1 ALDH7A1 ANKEF1 ARFIP2 ARHGAP11A ARHGEF16 ASF1B ATP1A3 AURKA BAIAP2L1 BCAS3 BUB1B BYSL CABIN1 CACNB3 CDC20 CDC25B CDC45 CDCA5 CDCA7L CENPE CENPF CIB2 DDX11 DLEU2 DNAH6 DONSON DVL2 DYNC2I2 E2F1 EFCAB2 EFNA1 EPHB4 EYA2 F5 FER1L4 FGG FOXK2 FOXM1 GDAP1 GMNN GON4L GPSM2 GRAMD1A GRAMD1B H2AX HEATR6 HERC2 HOXA5 HOXB7 HTR2A IGFBP6 IGSF3 ILF3 JMJD4 KIF11 KIF23 LAMB1 MBNL2 MBNL3 MRPS26 MSLN MYBL2 MYH11 NCAPD2 NCAPH NDC80 NECTIN1 NOL12 NOL6 NRM NT5M NUF2 NUP205 OGDHL ORC1 PADI3 PHACTR2 PLK1 PLK4 PMCHL1 PPT2 PREX1 PTCD1 PTTG1 PYGO2 RAB6B RAD51D RFPL3S ROBO3 RPUSD1 RUSC1 SAC3D1 SALL2 SCAP SEMA3F SFTPB SLF1 SMC2 SNRPA SOCS7 SRPK1 SSR4P1 TBC1D1 THBS3 TINCR TJP1 TNRC6A TPX2 TRAP1 TRIP13 TRIP6 USHBP1 VAV2 ZIC2 ZNF184 ZNF200 ZNF432 ZNF74 MODULE_399 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_399 ADORA1 ADRA1A AHR BCAP31 BCL2L1 BIK BNIP3L C6 CASP1 CASP14 CD14 CD2 CD38 CD40 CDK11A CGB3 CXCR4 DAP DAPK1 DUSP6 EIF2AK2 EMP1 EMP3 FOSL2 GADD45A GPR65 GZMB GZMH IL18 IL1B IL24 LGALS1 LIMS1 LTBR LY86 LYZ MAEA NFKBIA PEA15 PRF1 PSEN2 RIPK1 RRAGA STAT1 TNFAIP3 TNFRSF1B TNFRSF21 TNFRSF25 TRAF1 TUBB4B TXNL1 VDAC1 MODULE_4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_4 CYB561D2 SUMO1 UBE2A UBE2B UBE2D1 UBE2D2 UBE2D3 UBE2E1 UBE2G1 UBE2H UBE2I UBE2K UBE2L6 UBE2M UBE2N UBE2S UBE2V1 UBE2V2 UBE4A UBL4A UBR5 MODULE_40 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_40 ACADM ACADVL ACO2 ACOX1 ACOX2 ADH4 AGPAT2 AKR1C3 AKR7A2 AKR7A3 ALDH1A1 ALDH1L1 ALDH3A1 ALDH4A1 ALDH5A1 ALDH6A1 ALDH7A1 ALDH9A1 ALOX15 ALOX5 ALOX5AP AMT APOC2 APOC3 ASL ASPA ASS1 BAAT BBOX1 CAD CPT2 CYP2J2 CYP4F2 ECH1 ECHS1 FADS2 FAH FH GAD2 GALE GAMT GATM GCH1 GCSH GLUD1 GLYAT GOT1 GOT2 GSTZ1 HADHB HAL HMGCS1 HMGCS2 HPD HPGD HSD17B3 HSD17B4 IDH1 IDH2 IGF1 LIPA LIPC MGST2 MPST MTHFD1 MTHFS OAT PAH PCCB PLA2G10 PLA2G2A PLA2G7 PLCD1 PLCG2 PLD1 PRDX6 PTGIS PTS QDPR SCP2 SLC27A2 UGDH MODULE_400 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_400 ABCA8 AHSG AMELY COL5A1 EFEMP1 EXTL1 GNG11 IBSP IL6ST JAK3 KIF25 LMOD1 MGP MTTP SLIT2 SRD5A2 STC1 TCF15 TIE1 MODULE_401 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_401 AADAC AOAH APOC2 BCHE CES1 CLC LIPA LPL MGLL PLA2G10 PLA2G2A PLA2G5 PLA2G7 PNLIPRP1 PON1 PRDX6 MODULE_402 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_402 AEBP1 ATP6V1B2 ATP6V1C1 ATP6V1E1 ATP6V1F CPA1 CPA2 CPB1 CPB2 CPM CPN1 CTSA MODULE_403 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_403 ATR CCNB1 CCNE2 CDC20 CDC25B CDC45 CDK1 CDK2 CDK4 CENPA CHD3 DPP7 DTYMK E2F1 EREG FEN1 FTCD G0S2 H2AZ1 KPNA2 MCM3 MCM6 MELK MKI67 MSH2 MYBL2 NEK2 PCNA PLK1 PLK4 PRKX RECQL4 RPA1 SNX11 TFDP1 TK1 TOP2A TOPBP1 TRUB1 UBE2V2 UNG VPS50 VRK1 WEE1 XRCC3 XRCC5 MODULE_404 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_404 ACACA ACACB ALDH1A1 AR CRABP1 CRABP2 ESR2 FOLR2 GC GNMT HNF4G HSD17B4 NR3C2 OSBP PCCA RBP1 RLBP1 RXRA RXRG SCGB1A1 SCGB2A1 SCP2 SERPINA6 SHBG SULT1E1 TTR MODULE_407 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_407 C5 C5AR1 CXCR4 DUSP2 DUSP4 DUSP6 DUSP8 FGF2 FGFR1 FPR1 GADD45G RGS3 RGS4 MODULE_408 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_408 ARSA ASAH1 GM2A GPX4 HEXB HYAL1 IMPA1 NAGA NAGLU NSMAF PLA2G5 PLCD1 PLCG2 PLD1 PRDX6 PSAP SMPD1 UGCG MODULE_41 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_41 AAK1 AANAT ABCA1 ABCB9 ABCC8 ABO ACACA ACKR1 ACKR2 ACR ACTL6B ADA ADAM19 ADAM20 ADAMTSL2 ADCYAP1 ADD2 ADGRL1 ADGRL3 ADRA1D ADRA2C AGXT AKAP3 AKAP7 ALAS2 ALDOB ALDOC ALOX12 ALOX15 ALPG ALPI AMELX AMMECR1 ANKRD26 APC2 APLP1 APOM AQP5 ARFGAP3 ARID1A ARID4B ARTN ASGR1 ASGR2 ASIC2 ASIC3 ASIP ATF6B ATOSB ATP1B2 ATP4A ATP6V1G2 AVPR1B B3GNT3 BARX2 BMP1 BMP10 BNIP1 BRD4 BRME1 BUD23 CACNA2D2 CACNB1 CALB2 CAMK2B CAPN3 CARD10 CASP2 CBL CBLN1 CCDC9 CCHCR1 CCKAR CCL13 CCL16 CCL7 CCNF CD1C CD22 CD300C CD33 CD3E CD4 CD5L CD72 CD82 CD86 CD8A CDA CDH16 CDK13 CDK5R2 CDX2 CEACAM3 CEACAM4 CEBPA CELA2B CEP135 CHIT1 CHP1 CHP2 CHRNB1 CHRNB4 CHRNE CHST1 CHST3 CIAPIN1 CLCNKA CMA1 CNKSR1 CNOT4 CNTN6 COL10A1 COL19A1 COL1A1 COLGALT2 CORT COX6A2 CRABP1 CRCP CREBZF CRHR2 CSH2 CSNK2A1 CSRP3 CST7 CSTF2 CTAG1B CTSG CYP11A1 CYP27B1 CYP2A6 CYP2A7 CYP2C19 CYP2C9 CYP2D6 CYP2E1 CYP2F1 CYP4F12 DAPK2 DCBLD2 DEFA1 DEFB1 DEFB4A DHRS2 DIDO1 DKK4 DLG4 DMBT1 DMTN DNAH9 DNALI1 DOK2 DPH2 DPYSL4 DRD3 DSG1 DTNB DUS4L DVL1 ECE2 EDA EFNA3 EFNA5 EHD1 EIF1AY ELAVL2 ELK3 EMID1 ENPP4 ENTPD2 EPAS1 EPM2A EPOR ESR1 ETV3 EXD2 EXOSC2 F7 FAM131B FAM13A FANCL FAT2 FCGBP FCGR2A FCN2 FDXR FEV FKBP6 FLT1 FMO4 FMO5 FPR2 FUT3 FUT7 FZR1 GAD2 GAGE1 GALR3 GATA1 GFPT2 GGA2 GHITM GIP GJB5 GLE1 GNG4 GNG7 GNMT GP9 GPA33 GPR17 GPR3 GPRIN2 GPSM3 GPX2 GREM1 GRIK2 GRIK5 GRK1 GRK3 GRPR GSTM5 GSTT1 GTF2H3 GTSE1 GYPB H2BC17 H3C6 H6PD HAL HAP1 HCRT HLA-DOB HMHB1 HMOX2 HOXC11 HOXD10 HOXD13 HOXD4 HPGD HPR HPS1 HRG HRK HSD11B2 HSD17B1 HSF2 HSPBP1 HTR2A HTR4 HTR7 HTRA2 IFIT1 IGHMBP2 IKBKG IKZF1 IL1RL1 IL3 ILRUN ING1 INHBC INTS9 ISG20L2 ITGA10 ITGA2B ITIH1 IVD IVL JAKMIP1 KCNA5 KCNAB1 KCND3 KCNJ4 KCNN1 KCNQ3 KCTD17 KIAA0586 KIF1C KIF20B KIF21B KRT13 KRT2 KRT32 KRT33B KRT4 KRT6A KRT85 KRT86 L1CAM LBP LCE2B LEFTY1 LGR5 LIF LILRA4 LMO1 LORICRIN LOX LRCH4 LRIT1 LRP3 LTC4S LY6G6C LYPD3 MACIR MAG MAGEA4 MAGEA9 MAGEC1 MAGI1 MAP4K1 MAPK13 MAT1A MATN1 MCRS1 MEF2C MET MID1 MLANA MLC1 MLLT1 MMP2 MPO MPP2 MPP3 MPZ MPZL2 MSC MSL3 MSLN MTHFR MYBPC2 MYCL MYEF2 MYH2 MYOG MYOM1 MYOZ3 N4BP2L1 NAT8 NCALD NDRG2 NDUFA6 NECTIN1 NELFA NEMF NEURL1 NMB NPAS1 NPM3 NR0B2 NRG2 NRXN1 NSG1 NTNG1 NTRK1 NTSR2 ODF1 OGG1 OPRL1 OVOL2 P2RX5 P2RY11 PARD3 PARP2 PAX3 PAX4 PAX6 PAX7 PCBP3 PDCD1 PDE4A PDE4C PDGFRA PDK4 PER1 PFKFB2 PGAM2 PHF20 PHKG1 PHYHIP PI3 PIAS1 PIGL PIGQ PIK3IP1 PLAU PLCB2 PLIN1 PLXNA2 PLXNA3 PNOC POM121L9P POU4F1 POU6F1 PPP3CA PPP3CC PPP6R2 PPT2 PRELID3A PRF1 PRG2 PRL PROC PRPH PRRC1 PRSS16 PRSS3 PSD PSG7 PTGS1 PTH2R PTPRD PTPRU PZP QPCT RAC2 RAD51D RANBP9 RAP2C RAPGEF5 RASL10A RBMXL2 RCAN2 RCE1 RECQL4 RECQL5 REG1A REG1B REPS2 RGS9 RHBDL1 RIBC2 RIMS2 RPH3A RPS26 RREB1 RRH RRP7A RUNDC3A S100A4 S100A5 S1PR2 S1PR4 SAC3D1 SAR1A SCAMP5 SCGN SCN1B SCN2B SCN4A SCYL3 SEMA4D SEMA7A SERPINA4 SEZ6L SFTPC SH3BP1 SHBG SIM2 SIT1 SIX3 SIX6 SLC13A2 SLC17A3 SLC17A7 SLC18A1 SLC1A6 SLC22A18AS SLC22A6 SLC29A2 SLC2A1 SLC30A3 SLC4A1 SLC5A2 SLC6A11 SLC6A2 SLC6A6 SLC6A7 SLC6A9 SLC7A11 SLC7A4 SLIT3 SMAGP SNAP25 SNX21 SOX10 SP140 SPART SPC25 SPINK2 SPN SPRR2C SRCAP SRPK3 SSX4 ST6GALNAC4 STARD5 STAT4 STATH STXBP1 SULT4A1 SYNGR4 SYT5 SZT2 TACC2 TAGLN3 TBR1 TBX1 TBX19 TBXT TCL1A TDO2 TEX261 TEX28 TFAP2B TGOLN2 THRA TJP1 TLE3 TM4SF5 TMSB4Y TNFRSF10C TNFRSF10D TNFRSF13B TNFRSF21 TNNT1 TNP1 TNR TOP3B TPMT TRIM10 TRIM15 TRIM16 TRPM2 TTC22 TUB TUBGCP4 UBE2D1 UBL3 UCN UNC119B VAMP1 VASH1 VAV2 VCY VENTX VPS11 VSIG4 WASF2 WNT10B XDH YPEL1 ZBED4 ZBTB24 ZBTB40 ZBTB7A ZC3H14 ZIC2 ZKSCAN7 ZNF143 ZNF157 ZP2 ZSCAN12 MODULE_410 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_410 APCS ASGR1 ASGR2 CD22 CD69 CD72 CHIT1 CLC CLEC10A CLEC2B CLEC3A CLEC3B FCER2 FCN1 FCN2 GCKR GFPT2 KLRC1 KLRC3 KLRK1 LGALS1 LGALS2 LGALS3 LGALS4 LGALS9 LMAN2 MRC1 NCAN OLR1 REG1B SELL SELP SFTPA1 SFTPD SIGLEC5 THBD MODULE_411 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_411 ACSL3 AIG1 ALDH3A1 ANKRD2 ASAP2 ASPSCR1 B3GNT5 BFSP2-AS1 BTG3 CAMSAP2 CARF CD226 CEBPB CFAP44 CLN5 COMMD4 CPA1 CRYBG1 CTAGE1 DLGAP3 DMRT1 EAF2 FABP3 FBN3 FUT1 FZD5 HAGHL HOXB2 HRG HYAL3 IPP IQGAP1 KATNAL2 KCNJ1 KRT35 LMAN1L LPCAT2 M1AP MAK MAP7D3 MINK1 MLC1 MT1X NOD2 OLFM4 OSBPL10 PARP8 PBX4 PCIF1 PDE10A PIGL PKD2L1 PRKG2 PSME4 PTK7 RAPSN RNASE2 RNF133 S100A10 S100A11 SCPEP1 SERPINB7 SLC10A1 SLC16A2 SLC38A2 SLC38A3 SLC7A5 SLC9A1 SLC9A6 SPATA31A7 SRSF12 TGM1 TMEFF2 TRMT1 TSNAXIP1 XPR1 YJU2 ZBTB3 ZFP36L1 ZNF608 MODULE_412 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_412 CD47 ITGA2 ITGA3 ITGA5 ITGAE ITGAL ITGAM ITGAV ITGAX ITGB2 ITGB3 ITGB5 TNC MODULE_414 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_414 ANXA1 ANXA3 ANXA5 ATP5F1A ATP5F1B ATP5F1D ATP5F1E ATP5MC1 ATP5MC2 ATP5MC3 ATP5PO ATP6V1E1 ATP6V1F CAVIN2 CDIPT PEBP1 PLSCR1 MODULE_415 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_415 ALB AQP9 GABRB3 GABRP GJB1 KCNJ3 P2RX1 SLC10A1 SLC16A2 SLC37A4 SLC6A1 SLC9A5 TTR MODULE_416 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_416 ADAM17 ADM AGTR1 AQP1 AQP3 AQP4 CLCNKA CLCNKB CYP2B6 DUSP2 EFNA1 GUCA2B LTF MAD2L1 NFAT5 P3H3 SAA1 SCNN1A SLC22A4 SLC34A1 TLE3 TMF1 UNC13B MODULE_417 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_417 ACOX2 ALDH5A1 APOC2 APOC3 BAAT CLPS HMGCS1 HMGCS2 IGF1 LIPA LIPC PAFAH2 PLA2G2A PLA2G5 PLA2G7 PLCD1 PLCG2 PLD1 PNLIP PNLIPRP2 PRDX6 SLC27A2 MODULE_418 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_418 ABCC2 ABCC6 ACP5 ANXA9 ASPN AVPI1 BAZ2B BEX4 CD200 COLEC12 CP CSTA DPYSL5 DYNC2H1 GCA GDA GPRASP2 H2BC7 HLA-DQB1 IFI44 INPP5F KRT14 KRT17 KRT19 KYNU MAPK8IP2 MEF2C MMP25 MREG MSI1 MX2 MXI1 NHSL1 NKD2 NPL NRCAM PACS2 PCDH1 PKIB RALGAPB RAP1GAP RHOU RNF167 RUNX3 SCGB1A1 SECTM1 SELE SEMA3B SLC10A1 SMIM3 SMPD3 SPON1 SYT13 SYT8 TACSTD2 TIE1 TPSAB1 UFSP2 UNC13A ZNRF1 MODULE_419 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_419 ACTN4 CALD1 CAPG CAPZA2 CFL1 CNN2 CNN3 CORO1A DSTN ENC1 FLII FLNA FLNB FLNC GABARAPL2 GSN LMOD1 MACF1 MARCKS MYH11 MYH9 MYO1E PIP PLS3 SPTAN1 SPTBN1 STMN2 SVIL SYN1 TMSB4Y TPM4 TWF1 VCL WDR1 MODULE_42 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_42 NDUFA1 NDUFA2 NDUFA3 NDUFA4 NDUFA5 NDUFA6 NDUFA7 NDUFA9 NDUFAB1 NDUFB1 NDUFB10 NDUFB3 NDUFB5 NDUFB7 NDUFB8 NDUFC1 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS8 NDUFV1 NDUFV2 MODULE_421 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_421 ANXA1 ATM CENPA CENPE CENPF COX11 EXOSC10 H1-0 H1-2 H2AC18 H2AC6 H2AC8 H2AX H2BC11 H2BC12 H2BC13 H2BC21 HMGB2 LCN2 OGT POLR1E RUSF1 SCNN1B SEC14L1 SNHG12 TMEM41B TOX TRMT2A MODULE_424 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_424 APOH CIITA FCER1A FCER1G FCER2 FCGR2A FCGR3A FCGRT HCP5 IGLL1 KIR3DL1 LGALS3 LILRB2 LILRB3 MS4A2 PSG3 TLR1 TLR3 MODULE_426 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_426 ACVRL1 AGBL5 ALOX5 APCS APOC1 ARAP2 BCAN BCHE CD151 CDH5 CEACAM6 CEBPD CFAP410 CHN2 CLDN10 CNRIP1 CNTNAP1 COL13A1 CSPG5 CYP26B1 CYP3A5 DDC DIABLO DYNC1I1 ELF3 EPHX1 F5 FSCN1 FTH1 FZD2 GAS6 HBZ HGD HLA-DPB1 IGSF3 ISG20 ITGB4 ITIH5 KCNS1 KIF5C KLRC3 LACTB2 MAL2 MAP7 MAPK4 MBL2 MLANA MLC1 MS4A7 NPY1R NUCB2 PCSK1 PHYHIP PPP1R14C PRG2 PYROXD1 RPL27A RPS6KL1 RRAD S100P SCN3B SERPINA6 SHBG SHROOM2 SIRT6 SLC17A1 SLC19A1 SLC26A8 SLC2A9 SLC8A2 SMOC2 SPHK2 SPI1 SPNS1 SRPX SST SYBU TBC1D23 TCN2 TFAP2A TKTL2 TNIP3 TSPAN1 UGT2B4 WDCP WT1 XK ZIC4 MODULE_427 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_427 AAGAB ABCA7 ACP2 ACSL3 AK3 AKAP5 ALDH1B1 AP1S1 ATE1 ATXN3 AZGP1 BET1L BMP6 BOD1L1 CARD16 CCNB1 CEBPD CFI CHCHD6 CISH CLSTN3 COL4A5 CRBN CYRIA CYTH1 DCAF10 DDX11 DDX17 DHRS3 DLX5 DMD DNAAF8 DNAJB1 ENOX1 EPHX2 FERMT2 FGF13 FLVCR1 FOSL2 FRMD4A FUZ GALC GAS2 GCGR GEMIN7 GPD1 GTPBP3 HLA-DPA1 HLA-DRB4 HMGN2 HS6ST1 HSPA1B IFI35 IGF1 KCND1 KIF13A LBP LEP LHX3 LIMK2 MAD2L2 MAP3K10 MAP4K2 MBD5 MCTS1 MIEN1 MIF4GD MIS18A NBPF3 NDUFAF3 NOL7 NUMA1 NUP210 OSBPL2 PCCB PCTP PFKFB3 PILRB PLPP3 PMS2P1 PPP1R11 PSEN1 PTHLH PTPRS PYROXD1 RAB3GAP2 RMDN3 RNF139 RPL13 SDHC SERPINA3 SIL1 SINHCAF SLC5A1 SNED1 SNX2 SPOCK2 SRPRB SYNGR1 SYT1 SZRD1 TFAP2B THEMIS2 TIMP1 TMEM143 TRDN TRIP4 TRPM1 UQCC2 WNT3A YPEL3 YTHDF2 ZEB1 ZNF224 ZNF559 ZNF587 MODULE_429 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_429 AMH EEF1A1 EPO ERBB3 LDHB RPL27 RPL32 RPL37 RPL5 RPLP2 RPS21 SMARCA2 TMEM109 WDR5 MODULE_43 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_43 ACAA1 ACADL ACADM ACADSB ACADVL ACO1 ACO2 ACOX1 ACOX2 ALDOA ALDOC ALOX5 AQP7 ATP5MC3 ATP5PF AVPR1A CAT COX5B COX6B1 COX6C COX7A1 COX7A2 COX7C CYB5R3 CYBA CYC1 CYCS CYP11B2 CYP1A1 CYP26A1 CYP27A1 CYP2B6 CYP2C19 CYP2C8 CYP2J2 CYP3A4 CYP3A7 CYP4A11 CYP4B1 DAO DHCR24 DPYD ECH1 ECHS1 EHHADH ENPP1 ETFA ETFB ETFDH FDX1 FH FMO3 FMO4 GBE1 GLRX GYS2 HMGCL IDH1 IDH2 IDH3B IVD LDHA LEPR MAOA MAOB MDH1 NCF1C NDUFA1 NDUFB3 NDUFB8 NDUFS2 NDUFS3 NDUFS8 NDUFV1 NDUFV2 NQO1 NQO2 PDIA4 PGAM1 PKLR PKM PPP1R1A PTGIS PYGL PYGM QDPR SDHC SLC25A3 SLC37A4 SUCLG1 TBXAS1 TREH TXN2 TXNDC12 UCP1 UGDH UQCR11 UQCRFS1 XDH MODULE_430 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_430 ABTB1 ARHGDIB ARHGEF1 ARPC2 BTBD2 CAPN10 CCND3 CEP192 CORO1A CYFIP2 DECR1 DOCK2 DPH1 FAM32A FANCA GCH1 GMEB2 GRK2 HDAC10 HDAC7 HP1BP3 INPP5D ISG20 LIMD2 LSP1 MAP4K1 MAP4K2 MEN1 MOB3A MX2 NBEAL2 NCF1C NME3 NUMA1 PKN1 PPP6R1 RAB4B RAC2 RPS9 SH2B2 SIPA1 SNX17 SOCS7 SPPL2B SURF1 SYK SYVN1 TAFAZZIN TCIRG1 TRAP1 TTC7A TTLL3 TYK2 UCP1 WDR76 MODULE_431 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_431 ALOX15 ALOX15B ALOX5 CBR1 CBR3 DPEP1 GGT1 LTA4H PLA2G10 PLA2G2A PTGDS PTGIS PTGS2 TBXAS1 TGM2 MODULE_432 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_432 CNBP DHCR7 EBP FDFT1 FDPS HMGCR HMGCS1 HMGCS2 IDI1 LSS MVD MVK NSDHL PMVK SQLE MODULE_433 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_433 AREG BMP1 BMP2 BMP4 BMP7 CCN3 CSF1 CSF3 CXCL1 CXCL12 CXCL8 DKK1 EDN2 EGF EREG FGF1 FGF11 FGF12 FGF2 FGF6 FGF7 GRP HBEGF IFNA5 IFNG IGF1 IGF2 IL11 IL15 IL17A IL24 IL6 IL9 INHBA JAG1 LIF LTB MDK MIA NAMPT NRG1 NRG2 NTF3 OGN OSM PDGFA PDGFB PGLYRP1 PPBP PTN S100A6 SCGB1A1 TDGF1 TGFA TGFB2 TGFB3 TNFRSF11B TNFSF10 TNFSF13 TNFSF9 VEGFC MODULE_436 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_436 ABTB1 ADAM19 ADGRE2 APOL3 AQP9 AXIN1 BANK1 BLNK BST2 C3orf36 CACNG4 CAMK4 CARD16 CCDC186 CCL18 CCL7 CD14 CD2 CD200 CD27 CD37 CD3D CD5 CD74 CD79A CD79B CD86 CEBPD CNRIP1 CSF3 CTLA4 CTSL CXCL9 CYP1B1 DBP DEFA1 DPEP2 FAM53B FCER2 FCRL1 FCRL2 FCRLA FOXP1 FPR1 GBP1 GBP2 GNLY GSTM2 HBA2 HELZ2 HLA-A HLA-C HLA-DMA HLA-DMB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRA HVCN1 IFI27 IFI35 IFI44L IFIT1 IFITM1 IFITM3 IGHG3 IGHM IGKC IGLJ3 IGLL1 IL2RB IL3RA IL7R ISG15 KCNQ5 KCTD12 KIAA0753 KLRK1 LGALS3BP LGMN LIMD2 LPAR6 MAL MARCHF1 MECP2 MED12L MS4A1 MST1L MX1 NEK11 NLRC5 NRIP2 OAS1 OAS3 P2RY10 PARP14 PELI1 PLCL2 PNMA8A POU2F2 PPP1R16B PRMT3 RAPGEF6 RCSD1 RNF31 RRP15 RSAD2 RUBCNL SAMSN1 SDC2 SERPINA5 SLC22A23 SLC24A3 SPIB SPON2 STAT1 STK31 TAP1 TCL1A THBS1 TNFAIP6 TNFRSF25 TNFSF10 TRDD3 TREM1 TTC30A TTLL2 TXLNGY TXNIP UBE2L6 UCP1 UNC13B UNC5D UNC79 UNKL UTY ZNF436 MODULE_438 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_438 ACTR1A ACTR1B AMPH ARHGAP4 BIRC5 CCNT1 CDC20 CENPE CENPF CORO1A CYTH1 DSP DTNB DYNC1I1 EVPL FAM107A GAS7 HIP1 INA KIF11 KIF23 KIF2C KIF5A KIF5C KLC1 KRT13 KRT14 KRT17 KRT19 KRT2 KRT4 KRT5 KRT6A KRT6B KRT7 KRT8 LAMA3 LAMA5 LAMB1 LAMC2 LMNB1 LZTS3 MAP2 MAPT MID1 MYH11 MYH7 NEFL NUMA1 OCLN PALM PKP4 SEPTIN4 SEPTIN5 SFTPD SH3GL2 SNAP25 SNPH STMN1 STMN2 STX1A TACC2 TNC TRIM13 TUBA4A TUBB4A VAMP2 ZWINT MODULE_439 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_439 ANXA7 BCL2A1 BIRC5 CCNB1 CD2 CDC45 CDK4 DNAJC3 EREG G0S2 GET1 IER3 LAP3 LRRN3 MT1G MYBL2 NFKB1 PCNA PLK1 RNASE3 VIPR1 MODULE_44 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_44 ABCF1 ABLIM1 ACKR1 ACP2 ACP5 ACR ACTC1 ACTN1 ADAM19 ADH1A ADH1B ALOX5AP APOC1 APOD APOE AQP1 AQP3 ARHGAP4 ARHGAP45 ARHGDIB ARHGDIG ARHGEF6 ARID4B ASAH1 ATP2A3 BCL2 BCL6 BIRC2 BIRC3 BRD4 C1QB C1S C2 C7 CAPG CASP4 CAV1 CCL15 CCL18 CCL19 CCND3 CCNG2 CD14 CD163 CD2 CD22 CD247 CD27 CD34 CD37 CD3D CD3E CD44 CD48 CD52 CD53 CD6 CD69 CD79A CD8A CD8B CDH1 CDV3 CELF2 CFD CHI3L2 CLDN5 CLDN9 CLEC3B COL1A2 COL4A1 COL6A1 COL6A2 COL6A3 CORO1A COX7A1 CPE CPVL CREG1 CRHR2 CRIM1 CRIP1 CTSC CXCL12 CXCR4 CYP1B1 CYP4B1 DAB2 DDIT4 DEFA3 DENND4B DGKA DHRS1 DHRS3 DKK4 DNM2 DOCK2 DOK1 DPT DSP DUSP2 EGFR EMP3 ENG ENPP1 EPB41L3 ETS1 EVI2B F13A1 FABP4 FAM107A FAM53B FCGRT FCMR FGFR1 FGL2 FKBP5 FN1 FOXG1 FSTL1 FUCA1 FXYD2 FYB1 GAS1 GJB1 GMFG GMPR GPA33 GPNMB GPSM3 GPX3 GRN H2BC12 HAP1 HCLS1 HLA-DMA HLA-DQA1 HLA-DQB1 HLA-DRB4 HSPG2 HTRA2 ICAM3 IFI16 IFI27 IFI35 IFI44 IFI44L IFIT1 IFIT3 IFNGR1 IGFBP2 IGFBP3 IGFBP4 IGHG3 IGHM IGKC IKBKG IKZF1 IL1R1 IL27RA IL2RG IL32 IL4R IL7R INPP5D IRF8 IRF9 ISG15 ISG20 ITGA10 ITGA6 ITGB2 ITM2A ITPR1 JADE2 JAK1 JCHAIN KCND3 KCTD17 KRT14 KRT15 KRT18 KRT19 KRT31 KRT4 KRT5 LAIR1 LAMA3 LAMP3 LAPTM5 LCK LCP1 LCP2 LEF1 LGALS9 LGMN LIPA LMO3 LMO4 LORICRIN LPXN LSP1 LTB M6PR MAL MAOA MARF1 MBNL1 METAP1 MME MMP9 MPO MRC1 MSI1 MTUS1 MX1 N4BP2L1 NCF4 NUCB2 NUPR1 OCLN ODF1 P2RY10 PAX9 PECAM1 PER1 PFKFB2 PI3 PIK3R1 PLAAT4 PLEC PLIN2 PLSCR1 PLXND1 PNRC1 POMZP3 PPL PRKACB PRPF19 PRSS16 PSD4 PSG7 PSMB9 PTP4A3 PTPN12 PTPN6 PTPN7 PTPRC PTPRCAP RAB31 RAB5C RAC2 RASSF2 RFTN1 RGS1 RGS10 RHOG RHOH RNASE1 RNASE6 RNF167 S100A11 S100A4 S100A8 S100A9 SATB1 SBNO2 SCP2 SDC1 SELENOP SELL SEPTIN6 SH3BP1 SIT1 SLA SLC6A2 SLCO2B1 SLPI SOX4 SP100 SPP1 SRGN SRPX SRRM2 ST6GAL1 STAB1 STAT1 STAT5A SYNE1 TACSTD2 TAP1 TBC1D2B TCAP TCF7 TGFB1 TGFBI TGFBR2 TGM2 TMX1 TNFAIP3 TNFAIP8 TNFRSF14 TNFRSF1B TNR TOB2 TP63 TRANK1 TRDD3 TRIB2 TRIM22 TRIM29 TSC22D3 TSPAN7 TYMP UBD UBE2L6 UBXN1 UGCG VCAM1 VPS11 VSIG4 WAS ZBTB20 ZIC2 ZYX MODULE_440 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_440 ACY1 ARG1 ARG2 ASL ASS1 BBOX1 CKB CKM CKMT1B CPS1 DIO1 GAMT GATM GLUD1 OAT ODC1 OTC PYCR1 TTR MODULE_444 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_444 ANGPT1 ANPEP CXCL8 EPAS1 FGF1 FGF2 FGF6 IL18 JAG1 KDR MMP19 NRG1 PBX3 PTPRR TGFBI TNFAIP2 TNFSF12 VEGFD MODULE_445 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_445 ACHE ADCY8 ADM DDC DIO1 GAD2 GUCY1A2 GUCY1B1 GUCY2C GUCY2D GUCY2F MAOA NPR1 NPR2 TTR MODULE_447 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_447 ANXA5 BMS1 BNIP3 C4A CCT2 COL4A2 CTBP2 CTNNA1 DGCR2 DYNLT1 ECI1 EEF1B2 EIF3C EIF3D EIF3E EIF3F EIF3H EIF3I FAF1 GPS2 ID2 IGFBP2 IGFBP3 KRT8 LCOR NFKBIA NOLC1 NPTXR RBPJ RHOJ RPL29 RSRP1 SEC61B SNRPA TAGLN UQCR11 YME1L1 ZMPSTE24 MODULE_448 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_448 ABHD6 AKAP4 APEH B4GALT2 BNIP3L BVES CATSPERB CD5 CEBPE CKAP5 CLCN6 CLCNKB CSF2RB CTBP2 FGD4 HSD17B7 ICAM4 INSIG1 KCND1 KIF3A MAP1LC3A NHSL1 NUP43 PBX2 PGLYRP1 PITHD1 PLEKHA4 POR PRDM8 PTCRA RAPGEF1 RASGRP3 RNF186 SCGB1A1 SEC31B SELENON SERPINB7 THNSL1 TMEM267 TNFRSF8 TUBB1 UBAP1 WNT5B ZNF17 ZNF397 MODULE_45 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_45 AANAT ABCA1 ACAP1 ACKR2 ACR ACSL1 ACTN1 ADAM19 ADAM8 ADCY7 ADGRE5 ADM AGER AHSG AIF1 ALAS2 ALOX5 ALOX5AP ALPL AMELX ANKRD12 ANPEP ANXA1 AOAH AP1M1 APOC4 APOM AQP3 AQP9 ARAP1 ARC ARHGAP25 ARHGAP4 ARHGDIB ARHGDIG ARHGEF1 ARHGEF6 ARID3A ARL4C ARL6IP5 ARPC4 ASAH1 ASGR1 ASIC2 ATM ATOSB ATP11A ATP1B2 ATP2A3 ATP4A BCKDHA BCL2A1 BCL6 BIRC3 BMP1 BTN3A2 C2 CA4 CADPS2 CAPG CARD10 CASP1 CASP4 CCDC9 CCHCR1 CCL15 CCL5 CCND2 CCNF CCR1 CCR3 CD14 CD2 CD22 CD247 CD300A CD300C CD302 CD34 CD37 CD3D CD3E CD44 CD48 CD52 CD53 CD55 CD58 CD6 CD79A CD86 CD8A CD8B CDA CDK5R1 CEACAM3 CEACAM4 CELF2 CEP135 CFD CFP CHST1 CHST15 CLCNKA CLDN9 CLEC2B CNTN2 CNTN6 COL2A1 COMP CORO1A CORT CPD CPVL CRABP1 CRHR2 CRIP1 CRYBA4 CSF2RB CSF3R CSPG4 CST7 CSTA CTSC CTSS CX3CR1 CXCL8 CXCR4 CYBB CYP11A1 CYP1B1 CYP26A1 CYP4B1 DAPK2 DDX3Y DEFA3 DENND3 DENND4B DGKA DKK4 DLEC1 DLX4 DNM2 DOCK2 DOK1 DOK2 DOLK DPH2 DPT DPYD DPYSL4 DUSP6 DVL1 ECE2 EDA EDC4 EFNA2 EFS ELF4 ELN EMP3 ENTPD2 EVI2A EVI2B EXOSC2 F13A1 FADS1 FAM53B FBN2 FCER1G FCGR2A FCGR2B FCGR3A FCGR3B FCGRT FCMR FCN1 FDXR FGL2 FGR FHIT FLNA FLT3 FMNL1 FOSL2 FPR2 FST FUT7 FYB1 GATA1 GBP1 GBP2 GCH1 GFPT2 GIT2 GJB1 GJB5 GLIPR1 GLRX GMFG GMPR GNG11 GNLY GPA33 GPSM3 GRN GYPB GZMA GZMB GZMK H2AC6 H2BC12 H2BC21 HAP1 HCAR3 HCK HCLS1 HEG1 HK3 HLA-DMA HLA-DQB1 HLA-DRB4 HMOX2 HPS1 HSPA6 HTR2A HTR3A HTR4 HTR6 HTR7 HTRA2 ICAM3 ID2B IDS IER3 IFFO1 IFI16 IFI35 IFI44 IFIT1 IFIT3 IFNGR1 IGF1 IGHG3 IGHM IGSF6 IKBKG IKZF1 IL10RA IL13RA1 IL1B IL1RAP IL1RN IL27RA IL2RB IL2RG IL3 IL32 IL3RA IL4R IL7R IMPA2 INHBC INPP5D IQGAP2 IQSEC1 IRAG2 IRF1 ISG20 ITGA10 ITGA2B ITGA5 ITGA6 ITGAL ITGAM ITGB2 ITGB7 IVD JAK3 JCHAIN JUNB KCNA5 KCNAB1 KCNAB2 KCND3 KCNJ4 KCNK3 KCNQ1 KCNQ3 KDM5C KDM5D KIAA0513 KIF21B KLRC3 KLRK1 KRT31 KRT4 KRT86 KYNU LAIR1 LAMP2 LAPTM5 LCE2B LCK LCP1 LCP2 LGALS9 LIF LILRA2 LILRB2 LILRB3 LILRB5 LIMK2 LIPA LLGL2 LMO2 LMO4 LPAR2 LPCAT1 LPXN LRCH4 LRIT1 LSP1 LST1 LTB LY6G6C LY86 LY96 LYN M6PR MAGI1 MAL MAN2B1 MAP2K3 MAP4K1 MAPKAPK3 MARF1 MAST3 MAT1A MCRS1 MEGF9 METAP1 MFAP2 MKNK1 MMD MME MMP9 MNDA MPP1 MPPED1 MUC1 MVP MX2 MYEF2 N4BP2L1 NAMPT NCF1C NCF2 NCF4 NEURL1 NFIL3 NFKB2 NFKBIB NFYC NHERF1 NINJ1 NKG7 NMI NNAT NR1D1 NRG2 NRGN NTSR2 OASL ODF1 OLFML2B ORM2 P2RX1 P2RY10 PAX9 PCOLCE PDE4B PDGFRA PECAM1 PF4 PFKFB2 PFKFB3 PFKFB4 PHKG1 PI3 PIGA PIGR PIK3CD PIM1 PIM2 PKN1 PLAAT4 PLCB2 PLCG2 PLCL2 PLEK PLEKHO2 PLK3 PLSCR1 PNRC1 POU4F1 PPBP PPP3CC PPP4R2 PPP5C PRELID3A PRF1 PRKACB PRKCB PRKCD PRRC1 PSD4 PSG7 PSMB10 PSMB8 PSMB9 PTAFR PTGS1 PTK2B PTP4A3 PTPN12 PTPN6 PTPN7 PTPN9 PTPRC PTPRCAP PTPRE PYGL QPCT RAB31 RAB4B RAB5C RAB8A RAC2 RAC3 RAD51D RASGRP1 RASSF2 RCBTB2 REL RGS10 RGS2 RHOG RNASE2 RNASE6 RPS6KA1 S100A11 S100A4 S100A8 S100A9 S100P S1PR4 SASH3 SATB1 SBNO2 SCAMP5 SCN2B SCO2 SDC1 SECTM1 SELL SELPLG SEMA4D SEMA6C SERPINA1 SERPINB1 SERPINE1 SFTPC SFTPD SH3BP1 SIPA1 SIX6 SKAP1 SKAP2 SLA SLC11A1 SLC13A2 SLC16A3 SLC16A6 SLC18A3 SLC19A1 SLC22A18AS SLC2A1 SLC2A3 SLC31A2 SLC43A1 SLC5A2 SLC6A2 SLC6A6 SLC6A7 SLC7A11 SLC7A7 SLPI SNCG SNRK SNX1 SOD2 SP100 SP110 SPI1 SPN SRCAP SRGN ST3GAL5 ST6GAL1 ST6GALNAC4 STAB1 STAT1 STAT2 STAT4 STAT5A STAT6 STMN1 STX11 SULT4A1 SYK SYNE1 TACC2 TAF1 TAP1 TARBP2 TBC1D2B TBC1D9 TBX1 TBX19 TBXAS1 TCF7 TCIRG1 TCL1A TFF2 TGFB1 TGFBI TGFBR2 THRA TLR1 TLR2 TNF TNFAIP2 TNFAIP3 TNFAIP6 TNFAIP8 TNFRSF10B TNFRSF10C TNFRSF10D TNFRSF13B TNFRSF1B TNFRSF25 TNFSF10 TNXB TP53I11 TRANK1 TRDD3 TRIB2 TRIM22 TSC22D3 TTLL12 TULP1 TYMP UBE2D1 UBE2L6 UBN1 UBXN1 UGT2B15 VAV1 VAV2 VCAN VPS11 VSIG4 WAS WNT10B XDH ZBED4 ZIC2 ZKSCAN7 ZMIZ1 ZYX MODULE_451 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_451 ALOX12B CCNB1 CDC20 CDC45 CDK1 CDK4 CENPA ESRP1 FEN1 H2AZ1 IQSEC1 KPNA2 MELK MKI67 MKS1 MYBL2 NEK2 NLRC4 PCNA PCNT PLK1 POLR1HASP PRKX PTK7 PTPN23 RNFT2 RPA1 SORT1 SPATA9 TOP2A TOPBP1 TSPYL4 UPF3A MODULE_453 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_453 ANP32E ANXA13 APP BTAF1 CCNF CD109 CFP CTPS1 DHRS11 FAM181A FKBP3 GNS GPRASP1 HCAR1 HCFC1 HMBS IKZF4 INPPL1 INTS1 ITCH ITIH3 ITSN2 KIF14 KLHDC10 KMT2D LDB3 MEAK7 MT1G NEO1 NSUN3 NUDT15 OSBPL10 PAK1IP1 PFKM PLBD1 RAVER1 SETD6 SHCBP1 SYT4 TGM2 TUBE1 TUSC3 VAV2 ZBTB10 MODULE_454 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_454 ADORA2A ADORA2B ADORA3 ADRB2 CALCA CAP1 CAP2 EDNRA GHRHR GIPR MODULE_455 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_455 ABCC2 ACP5 ANXA9 BEX4 C8orf34 CABP5 COLEC12 COQ4 CSTA DPYSL5 DYNC2H1 FOXRED1 GDA GPRASP2 KRT17 KRT19 MAPK8IP2 MEF2C MMP25 MREG MSI1 MX2 MXI1 NHSL1 NKD2 NRCAM PACS2 PHF12 PKIB RALGAPB RAP1GAP RHOU RUNX3 SPON1 SYT13 TACSTD2 TPSAB1 UFSP2 UNC13A MODULE_456 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_456 A4GALT AGO2 ANPEP APOA2 ASB13 ATF6 ATP2C1 BASP1 BCL6 BCL7A BHMT2 BMP7 CBLN1 CCNE2 CCPG1 CD1C CD38 CD83 CD8A CDKN1A CDKN2C CHI3L2 CR2 CREM CTTNBP2NL CYP2E1 CYTIP DDA1 DENND3 DNAJC12 DTX1 DUSP5 EVI2A FAM169A FYN GCC2 GJB2 GMPS GPR65 GSTM1 HASPIN HIF1A HSPA5 HYCC1 IFIT1 IL1B IL6 IL6ST KLHL15 KLHL6 KLRK1 LCK LINC00160 MAL MAPK10 MED29 MGLL MICAL2 MMD MME MMRN2 MSX1 MYBL1 NFKB2 NFKBIA NOX4 NPIPB3 NR4A3 NRAS OAS3 PAG1 PCNA PDGFD PIF1 POLD3 PRKAR2B PRKCH PTGER4 PTK7 RGL3 RIPK3 SAMSN1 SATB1 SCAND2P SELE SH2D2A SIDT1 SLAMF1 SLC2A3 SLC43A3 SON SORL1 SRSF5 STAG3 STARD4 STAT4 STX11 SWAP70 TLR1 TNF TNFAIP3 TNFRSF25 TOX TP73-AS1 TRAF1 TRIB2 TRIB3 TSPAN7 YIF1B ZNF16 ZNF608 ZNF652 MODULE_457 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_457 CCNO KPNA2 MYB NCL NOLC1 NPM1 SNRPD1 SRSF2 UNG ZNF146 MODULE_458 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_458 AKAP17A AKT3 ARHGEF28 BHMT CA3 CCL4 COL13A1 CRX ECM2 FBRS FMNL1 GP2 IFI44L IFT52 ITGB4 JAG2 KASH5 KCNQ1OT1 KLRC2 LGALS7 MAL MAP9 MED12 MMP7 MUCL1 NR1H4 NR4A3 PLCL1 ROS1 SERPINB3 SLC19A1 SLC22A1 TF THEMIS2 TMC5 TP53 TRPC1 ZMAT1 MODULE_459 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_459 AASS ABHD17C ABI3 ACE ACKR1 ACSL1 ACSM5 ACTR6 ACVR1 ADIPOR2 AHNAK AKAP8L ALG6 ALKBH4 AMIGO1 AMY2B AMZ2 ANKFY1 ANKRD13A ANXA1 APTX ARG1 ARHGAP15 ARHGAP20 ARHGAP45 ARID5A ART3 ASXL2 ATG16L1 ATG2A ATG4D ATP8A2 ATRN ATXN7 AURKAIP1 BAG3 BAIAP3 BASP1 BCL2L13 BCL2L14 BCR BEGAIN BFSP2-AS1 BGN BPIFA1 BRAP BRIP1 BSDC1 BTN2A1 C17orf75 C19orf73 C1orf116 C21orf62 CACNA2D3 CAND1 CBLN1 CCAR2 CCBE1 CCDC134 CCDC81 CCDC85C CCDC90B CCL11 CCL2 CCNL1 CD163 CD1A CD1D CD8A CDH22 CDH4 CDH5 CDK11A CDK16 CEBPZ CELF2 CELP CEP162 CHD1 CHD9 CHL1 CHST1 CHST9 CIP2A CITED2 CLCF1 CLUH CMTM6 CNOT6L COCH COL6A3 COPE COQ8A CORIN CSF1 CSF2RB CST1 CTSZ CUL9 CXCL10 CXCL8 CYP1A1 CYP2A7 CYYR1 DCAF15 DCANP1 DCLK1 DCTN3 DDX60 DES DEXI DIO3 DIRAS2 DLC1 DNAAF4 DNAH11 DNAJA1P5 DPYD DYNC2LI1 DZIP3 EARS2 EEF1D EFCC1 EIF2B4 ELAC1 ELOB ELOVL2 EPB41L4B EPHA7 EPHB6 EPS15L1 EREG ERLIN2 ERMN ERVMER34-1 ESPN EYA3 FABP2 FAF1 FAIM FAM169A FAM220A FBXO11 FBXW4 FGD6 FGFR1 FLJ13224 FMN1 FN1 FNBP4 FOS FPR2 FUCA1 FURIN GABPB1-IT1 GEM GEMIN7 GJA1 GJA5 GJC2 GLB1L GOLGA4 GOLGA5 GPATCH3 GPR26 GPR68 GPSM3 GSN HACD1 HBE1 HIF1A HIVEP2 HMGN5 HNRNPDL HOMER2 HS1BP3 IL18R1 IL1A IL1R2 IL1RL1 ILRUN INIP INO80B IPCEF1 ISYNA1 ITGA4 ITGAM ITGB1 ITGB5 ITK ITM2C KAT2B KATNAL1 KATNIP KCNE4 KDM4D KDM5B KIAA2013 KLHL36 KLHL4 KLHL41 KRT19 LACTB LANCL2 LAP3 LARP1 LDAH LEPROTL1 LINC00160 LMTK3 LNPK LRP3 LRRC14 LRRC19 LRRC4C LRRN3 LY86 LY9 LYL1 LYZ MAGED4B MAL2 MAP2K6 MAPK4 MAPKBP1 MBD5 MCMBP MCTS1 MED12L MED25 MED28 METTL7A MFSD1 MICALL1 MICB MLYCD MMP14 MMP7 MMP9 MOB4 MOCOS MORC3 MPRIP MREG MRPL18 MRPL27 MRPL36 MRPL47 MRPS15 MST1R MTMR12 MXRA8 MYL12A NACAD NADSYN1 NANS NCF2 NCOA7 NECAP2 NEIL1 NELFB NELFCD NEPRO NFIL3 NGF NME1 NOL7 NOP53 NR2E1 NRL NSUN3 NUP54 NUP58 NUTM2F NXPH4 OBSCN OR2A1 OR7E12P OSBPL9 OTOR OXGR1 PAPOLA PAQR5 PARS2 PAWR PCED1B PCGF1 PDCD2L PDCD6 PDE4D PGLYRP2 PHAX PHIP PI4K2B PIF1 PIP4K2C PITPNC1 PKIA PLEKHF2 PLEKHG1 PLEKHM2 PLGLB2 PNMA8A POGLUT2 POLDIP3 PORCN POU6F2 PPP1R14D PPP4R2 PRDM1 PRDM8 PRPF39 PTGS2 PTPRT PTPRZ1 PYCR3 PYGB QKI QSER1 RBM7 REPIN1 RERE REV3L RNASE6 RNASEL RNF103 RNF213 RNF220 RPAP3 RPRM RRAGD S100A5 SARAF SAV1 SCARA3 SCD SDC3 SEMA4A SENP1 SFRP1 SH2B3 SIAH1 SIPA1L3 SLAMF7 SLC11A2 SLC17A8 SLC19A1 SLC22A3 SLC25A27 SLC26A8 SLC43A1 SLITRK1 SLMAP SMAD3 SMG7 SNRNP25 SNX5 SOX6 SP140L SPNS1 SPSB4 SQOR SSBP4 STAMBPL1 STAT3 STRIP2 STRN SUGP2 SURF6 SV2B TAL1 TBC1D8B TBC1D9 TDP1 TESPA1 TFPI2 THEG TIMELESS TIMP4 TLN1 TMCC2 TMED3 TMEM120A TMEM121B TMEM144 TMEM161A TMEM248 TMEM250 TMEM255A TMEM47 TMEM62 TMEM97 TMLHE TNFRSF13C TOR4A TP53 TRABD TRIM14 TRIM48 TRIM7 TSLP TTF2 TUBA4A UFSP2 UGCG UNC79 USP36 UTP11 VIT VNN1 WDR19 WDR25 WDR46 WRNIP1 XPO4 XRN2 YWHAB ZBTB5 ZCCHC4 ZDHHC2 ZFP41 ZGRF1 ZKSCAN7 ZMAT4 ZMYM5 ZNF107 ZNF117 ZNF143 ZNF264 ZNF318 ZNF566 MODULE_46 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_46 ADA ADORA2A ADRA1D ADRA2A AFP AGRP AIM2 AIRE AKR1C3 ALCAM APOE AQP9 AREG ARHGDIB AZGP1 B2M BATF BCAT1 BCL2 BCL6 BPI BST1 BST2 BTG1 C1QA C1R C1S C2 C3 C3AR1 C4B C4BPA C4BPB C5 C5AR1 C6 C7 C8A C8B C8G C9 CAMP CAPG CCL1 CCL11 CCL13 CCL14 CCL15 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL23 CCL3 CCL4 CCL7 CCL8 CCN1 CCR1 CCR2 CCR5 CCR9 CD101 CD14 CD19 CD1B CD1C CD2 CD22 CD24 CD247 CD27 CD300C CD3D CD3G CD4 CD40 CD48 CD5 CD53 CD55 CD59 CD5L CD6 CD69 CD72 CD79A CD79B CD81 CD83 CD86 CD8A CD8B CDK5R1 CEACAM1 CEBPB CEBPE CFB CFH CFHR1 CFI CFP CHIT1 CHRM3 CIITA CLC CLEC2B CLU CNR2 CR1 CR2 CREG1 CRIP1 CRLF1 CSF1 CSF2RB CSF3 CSF3R CSRP2 CST7 CTSC CTSG CTSS CX3CL1 CX3CR1 CXCL1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL14 CXCL2 CXCL5 CXCL6 CXCL8 CXCL9 CXCR2 CXCR4 CYBB DAB2 DEFA4 DEFA5 DEFB1 DEFB4A DNAJC3 DPP4 EDA EDN1 EDNRA EGF EGR4 EMP1 EMP2 EMP3 ENPEP ENTPD1 EPS8 ERBB2 EREG ERG ETS1 EVI2A F2 F3 F8 FAS FASLG FCER1A FCER1G FCGR2A FCGR3A FCGR3B FCGRT FCN1 FCN2 FGA FGB FGF6 FGF7 FGF9 FGG FGR FLT3 FN1 FYB1 FYN GALR3 GAS6 GATA3 GBP1 GBP2 GBX2 GCG GEM GNLY GPR183 GPR65 GPX3 GRAP2 GRN GZMA HBEGF HFE HLA-A HLA-B HLA-C HLA-DMB HLA-DOA HLA-DRA HLA-DRB5 HLA-F HLA-G HP HTN3 IFI27 IFI44 IFIT1 IFIT5 IFITM1 IFITM2 IFITM3 IFNGR1 IFNGR2 IGF1 IGF2 IGLL1 IGSF6 IL11 IL15 IL15RA IL16 IL17A IL18 IL18R1 IL1A IL1B IL1R1 IL1RAP IL24 IL27RA IL2RB IL2RG IL3 IL4R IL6 IL6R IL6ST IL7R IL9 INSIG1 IRF1 IRF7 IRF8 ISG15 ISG20 ITGB2 ITK KCNN4 KIR2DL4 KIR3DL1 KLF6 KLRA1P KLRC1 KLRC2 KLRK1 LAMP3 LAT LBP LCP2 LGALS3BP LIF LILRA1 LILRA2 LILRA3 LILRB1 LILRB2 LILRB3 LILRB4 LILRB5 LRP1 LSP1 LST1 LTA LTB LTBR LTF LY6E LY6H LY86 MAD1L1 MDK MGST2 MGST3 MIA MNDA MPO MS4A1 MS4A2 MST1R MTHFR MX1 MX2 MXD1 MYC NAB2 NAMPT NCF1C NCF2 NCF4 NFKBIA NPY NPY1R NR4A2 NRP1 OAS1 OASL OPRK1 ORM1 ORM2 OSM OSMR P4HA2 PAX5 PDCD1 PDGFA PDGFB PDGFRA PF4 PGLYRP1 PPBP PRF1 PRG2 PRKD1 PSMB9 PSPHP1 PSTPIP1 PTAFR PTGER4 PTMS PTN PYY RAG1 REG1B RNASE6 RUNX3 S100B S1PR2 SAA1 SELL SELP SEMA3C SEMA4D SERPINF1 SERPING1 SFN SFTPD SH2B2 SH2D1A SKAP1 SLAMF1 SPOCK1 ST6GAL1 STAT1 STAT3 STAT5A TACSTD2 TFF1 TFF3 TGFA TGFB3 TGFBI THPO TIMP1 TIRAP TLR1 TLR2 TNFRSF13B TNFSF10 TNFSF11 TNFSF12 TNFSF14 TPSAB1 TYROBP UBD UBE2C UMOD VIP VIPR1 VTN XCL1 ZEB1 ZFP36L2 MODULE_462 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_462 AKR1C3 ALOX15 ALOX15B ALOX5 ALOX5AP CYP4F3 FDXR HPGD HSD17B4 LTA4H MGST2 PTGDS PTGIS PTGS2 UGDH MODULE_464 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_464 ALDH1A1 ALDH1A2 ALDH1A3 ALDH3A1 ALDH3A2 ALDH3B1 ALDH3B2 ALDH4A1 ALDH5A1 ALDH6A1 ALDH7A1 ALDH9A1 AOX1 BCKDHA MODULE_465 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_465 ALDH3B2 ATL2 BAZ1B C5 C5AR1 CD24 CRISP1 DUSP6 FPR1 GTF2H2 MIR4453HG PDE3B RGS4 SLC27A4 SRXN1 SYN3 MODULE_47 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_47 ACTA2 ACTG2 ACTN1 ADAM9 ADAMTS1 ADNP AEBP1 AKR1C1 ALDH1A3 ALPK2 APOA1 AQP1 BAALC BASP1 BGN BMP1 BST1 C1R C1S CALD1 CALU CAVIN1 CCN2 CD34 CD99 CDH11 CDH5 CDKN1A CFHR1 CKAP4 CLEC3B CLIP3 CNN1 CNN2 CNN3 COL12A1 COL15A1 COL16A1 COL18A1 COL1A1 COL1A2 COL3A1 COL4A1 COL4A2 COL5A2 COL6A1 COL6A2 COL6A3 COLEC12 COPE CRISPLD2 CRYAB CTSE CTSK CXCL12 CXCR4 CYP1B1 DAB2 DDR2 DENND4B DES DKK3 DMRT2 DPYSL3 ECM1 EDNRA EGLN3 EHF ELOA EML1 EMP3 ENPEP F2R FAP FBLN1 FBLN2 FBN1 FGF12 FGFR1 FILIP1L FLII FN1 FPR1 FRZB FYTTD1 FZD7 G0S2 GAS1 GAS6 GJA1 GJB2 GNG11 GSDME H19 HIF1A HNMT HOXA5 HSD17B6 HTRA1 ID3 IGFBP3 IGFBP4 IGFBP7 IGFLR1 IL6 INHBA ISLR ITGB5 JAM3 JUN KCNK2 KDELR3 LAMB1 LDB2 LGALS1 LMCD1 LOX LOXL1 LOXL2 LRP1 LRRC32 LTBP1 LTBP2 LUM MAF MAP1B MARCKS MCAM MEG3 MFAP2 MLLT11 MMD MMP11 MMP2 MOXD1 MRC2 MXRA5 MYL9 MYLK NAA11 NBL1 NDUFAF3 NNMT NOTCH3 NRN1 P4HA1 PALLD PAMR1 PCOLCE PDGFRA PDGFRB PDGFRL PDPN PECAM1 PFKFB3 PHLDB1 PKIB PLAGL1 PLAU PLAUR PLOD1 PLPP2 PLTP PLXND1 PMEPA1 PMP22 POSTN PPIC PRELP PRR16 PSG5 PTGIS PTN RAB31 RARRES2 RGS16 RGS5 RPS6KC1 S1PR1 SCG2 SCG5 SELENOP SEMA3C SERPINE1 SERPINF1 SERPING1 SERPINH1 SGCE SH3BP4 SIRT3 SLIT2 SMTN SPANXA1 SPARC SPOCK1 SPON1 SRGN ST7L SV2B TAGLN TCF4 TEK TENM2 TGFBI THBS1 THBS2 THSD7A THY1 TIE1 TIMP3 TM7SF3 TMEM47 TNC TNFAIP6 TNFRSF11B TPM1 VAV3 VCAN VGLL4 VIM VWF WDTC1 WWTR1 ZEB1 ZNF521 MODULE_470 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_470 ABCA2 ADGRB3 ADGRL2 ADGRL4 ARHGAP22 IGFBP5 MAOA PF4 PFKL PPBP PRLR PTGS2 PTH1R STAR TMPRSS15 VIPR1 MODULE_471 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_471 ACSL1 ASNS CBS GCLC GCLM LAP3 ME2 ME3 SDS SHMT2 MODULE_474 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_474 CCN1 CCN2 CCN3 CCN5 HTRA1 IGFBP1 IGFBP2 IGFBP3 IGFBP5 IGFBP6 IGFBP7 LTBP1 NEDD9 QSOX1 SHC1 SOCS1 SOCS3 MODULE_478 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_478 APOH FCER1A FCER1G FCER2 FCGR2A FCGR3A FCGRT HCP5 IGLL1 LGALS3 LILRB2 LILRB3 P4HA2 P4HB PLOD1 PLOD2 PLOD3 PSG3 TLR3 MODULE_48 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_48 ACE2 ACTN1 ACYP2 ADAMTS10 ADAMTS5 ADAMTSL1 ADARB2 ADORA1 ADPRHL1 AHSG AJAP1 AK1 AKAP4 AKT1 ALKBH3 ANKRD26 ANKZF1 ANO3 APOBEC1 AQP2 ARHGAP45 ARMCX5 ARSB ART3 ASAP3 ASB12 BCAP29 BCAS1 BEND5 BEST3 BICD1 BMPR1B BPESC1 BSCL2 BSN BTC C11orf80 C22orf31 C8orf34 CA4 CABP5 CAPNS2 CCHCR1 CCS CD72 CD99L2 CDC14A CDKN2B CDX1 CECR2 CELA2A CELA3A CELSR3 CIRBP CNBD2 COBL COL20A1 CPA1 CPA6 CPED1 CREB3L1 CRYGA CSMD3 CYP2A7P1 CYP39A1 DDA1 DDN DDX39B DENND3 DHRS3 DIS3 DMWD DMXL2 DNAJC10 DNAJC28 DPF3 DPM3 DSG1 DSG2 DYNC2I1 EDN2 EEF1G EGF EIF4EBP1 ELAPOR1 EMP2 EMSY ENTREP1 EPB41L4A EPS8L3 ERMN ERO1B ETAA1 FAM135B FAM199X FAM234B FAM83D FASTKD1 FBXL5 FEZ2 FOXF2 FOXJ1 FSTL4 FXYD2 GABRA2 GALNT13 GALNT15 GCM2 GIMAP5 GIT2 GLT8D2 GNGT2 GPC4 GPC5 GPR35 GPRC5C GRB2 GRIK2 GRIP2 GRP GSN GTF3C1 GTF3C4 H4C3 HAS2 HCG4 HIF3A HMBS HMGA1 HOOK1 HOXB13 HOXB8 HPCAL1 HRAS HSPB2 HTR2B HTRA2 ICMT ICOS ID2B IFTAP IL33 INMT INVS IRF4 ITIH5 ITLN2 KCNA4 KCNJ4 KCNMB3 KCNV1 KIF3B KLHL25 KLHL3 KLK11 KLK4 KMT5C KRT10 LAMTOR5 LGMN LINC00839 LINC01549 LRRC37A LRRC8D MAP1A MAPK9 MAPRE1 MCF2L MCPH1 MED15 MEGF11 METTL16 MRGBP MRPS31 MS4A5 MUCL1 MYBPH MYL2 MYO15A MYT1L N6AMT1 NAT8 NCF2 NFATC2IP NFATC4 NLRP12 NLRX1 NOTCH1 NOX4 NRP1 NTRK3 NUSAP1 NXPE4 OAS3 OPHN1 OR2I1P ORC6 OTOF OTX2 P2RY6 PABPC3 PAX2 PBK PCDHB15 PCNP PDE5A PER1 PERP PGAP3 PGLYRP4 PGS1 PHKG1 PIMREG PLA2G12B PLCD1 PLPPR4 PLXDC2 POLE2 POPDC2 PPAT PPDPF PPFIA2 PPP1R13B PRDM10 PRKACB PRR5L PRRG3 PRSS3 PSCA PURG RAB27A RBM15 RBM17 RBMS1 REM2 RFX7 RGS14 RGS8 RHO RHOT1 ROBO1 ROBO4 RPS2 S1PR5 SAMHD1 SANBR SCAPER SFTPD SGSH SH3TC1 SIAH1 SLC16A4 SLC22A2 SLC22A8 SLC25A28 SLC52A1 SLC7A9 SMPD2 SNURF SNX8 SOHLH2 SOX1 SPACA9 SPDEF SPO11 SRPK1 STAR STK25 STRA6 STX1B STYXL2 SYN1 SYNGAP1 SYNPO2L SYT4 TAFA5 TBC1D8B TBL3 TBX5 TCIM TCL6 TDRKH TERT TEX14 TFPI TGM3 TINCR TIRAP TLL2 TMA7 TMC5 TMCC3 TMED5 TMEM200A TMEM231 TMEM30A TMEM40 TNNT1 TOR2A TOX2 TOX4 TPK1 TRAPPC6A TRPA1 TSHB TSPAN8 TTI1 TTN TXNDC12 TXNIP TYMP UBE2E1 USP6 VAMP5 VIL1 VPS45 VWF WDR46 WDR75 WNT10B XKR4 YWHAE ZBTB25 ZCCHC4 ZNF175 ZNF195 ZNF211 ZNF214 ZNF333 ZNF343 ZNF365 ZNF408 ZNF462 ZNF777 ZNF79 MODULE_480 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_480 AAGAB ABCA7 ACSL3 AK3 ALDH1B1 AP1S1 ATE1 AZGP1 BET1L BMP6 BOD1L1 CARD16 CCNB1 CFI CHCHD6 CISH CLSTN3 COL4A5 CRBN CYRIA CYTH1 DCAF10 DHRS3 DLX5 DMD DNAAF8 DNAJB1 ENOX1 FERMT2 FGF13 FLVCR1 FOSL2 FRMD4A FUZ GALC GAS2 GEMIN7 GPD1 GTPBP3 HLA-DPA1 HLA-DRB4 HMGN2 HS6ST1 HSPA1B IFI35 KCND1 KIF13A LBP LEP LHX3 LIMK2 MAD2L2 MAP4K2 MCTS1 MIEN1 MIF4GD MIS18A NBPF3 NDUFAF3 NOL7 NUMA1 NUP210 OSBPL2 PCTP PILRB PLPP3 PMS2P1 PPP1R11 PSEN1 PTHLH PYROXD1 RAB3GAP2 RMDN3 RNF139 SERPINA3 SIL1 SINHCAF SLC5A1 SNED1 SNX2 SPOCK2 SRPRB SYNGR1 SYT1 SZRD1 THEMIS2 TIMP1 TMEM143 TRIP4 TRPM1 UQCC2 WNT3A YPEL3 YTHDF2 ZEB1 ZNF224 ZNF559 ZNF587 MODULE_481 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_481 ABCC13 ACOX2 ADRA2A AFP APOH ARHGAP24 AURKC BACE2 BMAL1 BMERB1 BPI CACNA2D1 CDH2 CFHR1 CHEK1 COMP COX4I1 CPN2 CRMP1 CRYGC DDT DGKI EFNB3 ESRP2 EXOC7 F12 FBN3 FGF7 FGFBP2 FMOD GAS5 GATA6 GNAZ GRB14 H3C11 IL18BP IL1RAP INA ITGA9 KIFC1 KLHL25 KLHL28 LGR4 LOXL1 MAGOHB MAP6 MAPK8IP2 MRTFB MUC4 MYNN NREP NUDT4 NUP160 PAX2 PCDH17 PDE1A PHF14 PITPNB PPP2R3A PRKD1 PTBP2 PTGIS R3HDM4 RAB29 RAD54B RIC1 SEMA3C SIGLEC9 SLC22A2 SLC30A9 SLC36A1 SPEF1 SPINK1 TAF4 THSD1 TLR3 TMEM14A TMEM158 TMEM190 TNFRSF11B TOR1B TTLL4 TTTY11 UMOD VPS13C XCL2 ZFP28 ZKSCAN3 ZNF765 MODULE_484 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_484 ABTB1 ARHGDIB ARHGEF1 CCND3 CORO1A CYFIP2 DECR1 DOCK2 FAM32A GMEB2 GRK2 HDAC7 HP1BP3 INPP5D ISG20 LDHB LIMD2 LSP1 MAP4K2 MOB3A NBEAL2 NCF1C NME3 NUMA1 PKN1 RAB4B RAC2 RPL27 RPL37 RPLP2 RPS9 SIPA1 SNX17 SOCS7 SPPL2B SURF1 SYK SYVN1 TAFAZZIN TRAP1 TYK2 UCP1 MODULE_485 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_485 ACYP2 ARHGEF16 ARL2 AURKA BDH1 BUB1 CAP2 CCNA2 CD24 CDC6 CELF4 COL10A1 DENND3 DLGAP5 ELF3 FADS2 FCHO1 GLT8D2 GPC5 GPN2 GPR160 GRIK2 GSDMB HOOK1 IPPK KRT20 MAP1A MCF2L2 MSX2 MYBL2 NQO1 NT5DC2 PCLAF PCNA PDK2 PLIN2 POLE RBM42 RFC4 RRM2 S100P SCG3 SLC40A1 SNRPB SSH1 SSUH2 STX6 SYT4 TINCR UBE2S UNG ZNF777 MODULE_486 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_486 ADM ALPK2 AMT APBA1 APLP1 ARGLU1 ARHGAP23 ASS1 ATAT1 ATG16L2 BACE2 BCAS1 BDKRB2 CABYR CAMKV CCND2 CCNF CCNL2 CCNT1 CD14 CDC6 CHKB CKB CLUHP3 CROCCP2 CRYAA CTF1 CYP3A7 DBH-AS1 DDX17 DDX5 DEDD DNAJC4 EDARADD EN2 ENG FKBP8 GNAZ GPRASP1 GSTM2 HDAC10 HDAC7 HOXA10 IFT43 IGFBP2 IGSF1 INPPL1 INTS1 JAG2 KIF1A KMT2D LRRC37A4P LUC7L3 MAOB MAP4K2 MED12 MPRIP MYO9A NHERF2 OGDHL PARD6B PEX5 PLXNB1 PLXND1 PNPLA2 PRKCQ PRPF8 PWWP3A RAB11B RALGAPA1P1 RALGAPA2 RARA RBM6 REEP1 RNF40 RNPC3 SCD SERPINB6 SF3B1 SHBG SLC19A1 SLC35A4 SLC35F6 SNPH SNRNP70 SPPL2B STARD10 STMN1 SULT1A3 TAF6 TBCK TFR2 TRAF2 TRPM2 TSC2 UGT2B7 USHBP1 VDR VNN1 VPS72 MODULE_488 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_488 ADRA1A AIF1 BTG1 BTG2 BTG3 CDKN1A CDKN2A CDKN2B CXCL1 CXCL8 EIF2AK2 EMP3 FGFBP1 GAS1 GPNMB IFITM1 IGFBP6 IL1A IL1B IL6 KAT2B KLF10 NME1 NME2 PMP22 RARRES1 S100A11 SSTR3 TM4SF4 MODULE_489 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_489 ADRA1A ARHGAP26 CD79B CLCN3 GABRA2 GABRA3 GDF5 GRAP HES2 HPCA IFNA4 ITGAM KIF1A MAD1L1 MFNG NCF1C NTN3 NTSR1 POU6F2 PRM2 PRTN3 PYGM REM1 SAG SGCA SLC28A1 SLURP1 SOX3 SPTLC2 TG VIPR2 ZFY MODULE_49 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_49 A1BG ABCA12 ABI3BP ACBD6 ACE2 ACSM5 ADAM11 ADAMTS12 ADAT3 ADCYAP1 AHCTF1 AHNAK2 AK1 AKAP9 ALOX12 ANKMY1 ANKRD27 ANXA10 AP5S1 ARHGAP28 ARHGEF40 ATIC ATP2B3 ATP9B B3GAT3 BBS1 BCAS4 BORCS8-MEF2B BTBD8 C1orf105 C20orf141 C22orf23 C2CD3 CACNB4 CAPS2 CCDC40 CCDC65 CCL26 CD72 CDC14A CDX1 CHL1 CLXN CLYBL CNDP1 CNTNAP2 CNTNAP5 COL9A1 COPS7B CORO2B COX8A CPEB1 CPNE1 CSPG5 CTAG1B CTPS2 CTRB1 CXCR5 CYP4F3 DAO DDN DEFB127 DGCR5 DMRT3 DNAH5 DNAI1 DNAI4 DOP1B DPH3P1 DRC7 DSCAM DUSP13 DYNC2LI1 EDDM3B EEF1D EFCC1 EIF3H ELAPOR1 ELAVL4 ENKD1 ENPP4 EPB41L1 ESPL1 EXOC5 FAM200C FAM53C FBXO42 FCHO1 FCMR FDX2 FLNC FLRT1 FOSL2 FOXRED1 FRAS1 FRZB FSCN3 FTH1 GADD45G GAP43 GATAD2A GBP5 GGPS1 GIGYF2 GMIP GNA14 GNGT2 GNLY GPATCH1 GPKOW GPN2 GPR55 GSTT4 GTF3C1 H2AP H2BC7 H4C14 HBP1 HCRTR2 HDAC9 HIC2 HOXC4 HS3ST2 IFFO1 IKBKB IL18 IPO11 IQCN ITGB1BP2 KAT2B KCNA1 KCNE4 KCNG4 KCNIP1 KCNJ14 KCNK3 KCNMB3P1 KCNN3 KCNQ1DN KCNS2 KLHL24 KLHL28 KLHL32 KLK2 KLK6 KLRG1 LGALS13 LGSN LILRA4 LMAN1L LRRN2 MAPK8IP1 MARCHF4 MBD2 MCF2L2 MCPH1 MIOS MKKS MOV10L1 MRPS27 MUCL3 MXRA8 MYBBP1A MYCBPAP N4BP3 NAA40 NABP1 NAGK NDUFAF5 NEIL3 NELL1 NHLH1 NLGN1 NLRP1 NMRAL1 NMRK1 NOL10 NPDC1 NXPH2 NXT2 ORC4 OSTC OTOR OTP P2RX3 PARP10 PCDHB7 PDE4DIP PDP1 PGAP2 PLCD4 PLXNA1 POF1B PRR5L PRR7 PSD2 PYCARD RAB7B RAD21 RASGRP4 RBBP5 RBM42 RETREG2 REXO1 RIMS1 RIPK4 RLN2 RP2 RPL18A RRP12 RTL10 RTTN SAG SCGB3A2 SGF29 SH3GL1 SH3GL3 SH3RF1 SH3YL1 SLC12A5 SLC12A8 SLC16A5 SLC25A28 SLC35A5 SLC39A4 SLC66A1L SLC7A10 SMCP SMG7-AS1 SNAI1 SNAP25 SNAP47 SNTA1 SNX4 SPANXB1 SPDL1 SPRTN SPZ1 SRPK3 SSU72 ST3GAL3 STK32B STK38L STXBP1 SYT13 TAC3 TAF4B TAF9 TAS1R1 TCEAL4 TDP1 TDRD7 TGFB2 TGFBRAP1 TGM4 THAP10 TICAM1 TINAG TLE6 TMCO6 TMEM132B TMEM216 TMEM63A TNFSF4 TOMM22 TOR2A TRAPPC1 TRPM2 TTF1 TTLL2 TTTY14 TXNDC17 TYMP UBB UPB1 VAMP5 WEE1 WNK3 WNT1 YEATS2 ZBTB45 ZFYVE1 ZNF214 ZNF256 ZNF267 ZNF282 ZNF343 ZNF423 ZNF668 ZNF821 ZNF837 ZNF845 MODULE_491 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_491 ABI1 ACSL3 ADAM10 ANKS1A ASAH1 ATP1A1 ATP6V1B2 B3GALT6 BCL2L12 BTG1 CAPN3 CASP1 CD163 CHMP2A CHSY1 CIAO2A CRYL1 DENND2D DHRS7 ENTREP1 FABP4 FANCG FBXO7 FRMD4B GAB2 GPM6B GYG1 HEXA HLA-DRA HNMT HPS4 IGKC IRF2 IRS2 KCNN4 LAMP2 LPIN1 LYSET MAD2L1BP METTL9 MLANA MPG MTMR6 MUTYH MXI1 NAMPT NCSTN NECTIN1 PARP4 PIKFYVE PLSCR1 PORCN PRELP PYGB RHOQ RNF14 RPGR RPLP2 RXRG RYBP SAA4 SLC23A2 SLC25A13 ST3GAL4 ST8SIA1 STX7 STXBP1 SUOX SYPL1 TM2D1 TMEM59 TMX4 TRIB2 TUBB4B TYRO3 UBE2V1 VEGFA VPS36 ZBTB40 MODULE_492 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_492 AEBP1 ASAH1 ATP6V1B2 ATP6V1C1 ATP6V1E1 ATP6V1F CPA1 CPB1 CPB2 CPN1 CTSA FUCA1 GLA GLB1 HEXA HEXB NAGA MODULE_493 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_493 ABCC5 AFAP1 ARNT2 ATRX CD58 CENPT CHD3 CHTOP CKMT2 CLIP2 CNNM4 COMMD7 CRLF3 CTDSPL DCBLD2 DENND2B DNA2 DRAM1 EFNA4 EPHA4 EPHB1 GJA1 JADE2 KDM1A L3MBTL1 LAMA4 LAMB1 LARP6 LCMT1 LPCAT2 LTBP1 MITF MTR MYLIP MYO5C NDE1 NSUN2 OFD1 OTULINL PDLIM7 PFDN4 PPM1H PUDP SEPTIN8 SF3B6 SLC25A14 SMIM29 SMURF2 SOCS5 SRCAP SSBP2 ST6GALNAC2 STARD9 TCF4 TIMP3 TMSB15A TOB2 TPM1 TPTE2 TRAPPC2 TRIP10 UBE2E3 XAGE1B ZBED5 ZMIZ1 ZNF189 ZNF292 ZP3 ZXDC MODULE_495 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_495 C2CD4C CCDC68 CDADC1 CKAP2 HGD ICAM4 IL1RAP LEAP2 LRRN3 NECTIN2 PPP4R4 RCBTB2 RGS1 SULT1E1 VRTN XPNPEP2 MODULE_497 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_497 ADARB1 ALX1 BAMBI FOXG1 GABRA5 GNAT1 GRIK1 KIAA0040 NHLH1 NHLH2 NNAT NPAS1 NPTX1 PAX6 PCP4 PDE6H PTPRR RAD9A S100B SEMA3A SERPINI1 SLC4A2 SLIT1 SNCA TAC1 TBR1 TFF1 UGT8 ZIC1 MODULE_5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_5 ABCA3 ABLIM1 ACKR1 ACP2 ACP5 ACSL1 ACTN1 ADAM19 ADGRE5 ADH1A ADH1B ADH1C ADIPOR2 ADIRF ADM AGER AGR2 AIF1 ALAS1 ALCAM ALDH1A1 ALOX5 ALOX5AP ALPL ANGPT1 ANOS1 ANXA1 ANXA2 ANXA3 ANXA4 AOC3 AP1M1 APOC1 APOD APOE APRT AQP1 AQP3 AQP4 ARHGAP4 ARHGDIB ASAH1 ATP11A BCAM BIRC2 BLVRB C1QB C1S C2 C7 CACNA2D2 CADM1 CALCRL CALD1 CALU CAPG CASP4 CAV1 CAV2 CAVIN1 CCL15 CCL18 CCL2 CCL3 CCL5 CCN1 CCN5 CCND1 CCR1 CD14 CD151 CD163 CD302 CD34 CD37 CD44 CD52 CD53 CD55 CDA CDC42EP1 CDH11 CDH5 CDKN1A CEACAM6 CES1 CFD CHI3L2 CITED2 CLDN18 CLDN5 CLDN7 CLEC2B CLEC3B CMAHP CNN3 COL1A2 COL3A1 COL4A1 COL6A1 COL6A2 COL6A3 CORO1A COX7A1 CRIM1 CRIP1 CRYAB CSF2RB CSF3R CSRP1 CST7 CTSA CTSC CX3CL1 CXCL1 CXCL2 CXCL8 CYB5A CYB5R1 CYBB CYP1B1 CYP27A1 CYP2B6 CYP4B1 DAB2 DDX21 DEFA3 DEFB4A DEPP1 DHRS3 DLC1 DMBT1 DNM2 DPYD DPYSL3 DTX4 DUSP6 ECHS1 EFNA1 EMILIN1 EMP2 EMP3 ENG ENPP2 EPAS1 EPB41L3 EPCAM ETS2 F13A1 F3 FABP4 FADS1 FBLN1 FBP1 FCER1G FCGR2A FCGR3A FCGR3B FCGRT FCN1 FGFR1 FGFR4 FGR FLNA FN1 FOLR1 FOSL2 FSTL3 FUCA1 G0S2 GATA2 GBP1 GJA1 GLRX GMFG GNG11 GNS GPC3 GPNMB GPRC5A GPSM3 GPX3 GRK5 GRN GYG1 HCK HCLS1 HEG1 HES1 HLA-DMA HLA-DQA1 HLA-DQB1 HMOX1 HOPX HP HPGD HPR HSPG2 ICAM1 ID1 IER3 IFI16 IFI27 IFNGR1 IGFBP4 IGFBP6 IGHG3 IGHM IL13RA1 IL1B IL1R1 IL1RN IL2RG IL32 IL4R IL6 IL7R INSIG1 IRF1 IRF9 ITGA3 ITGA6 ITGAM ITGB2 ITGB5 ITPR1 ITPR3 JCHAIN JUNB KLHDC3 KRT18 KRT19 KRT7 LAIR1 LAMA5 LAMB2 LAMP3 LAPTM5 LCN2 LCP1 LCP2 LDB2 LDLR LGALS9 LGMN LILRB3 LIMK2 LIPA LMO2 LMO3 LPCAT1 LPL LPXN LRRC32 LST1 LTBP2 LTBR LUM LYN MAFF MAGI1 MAL MALL MAOA MAOB MAP2K3 MAPKAPK3 MARCO MEGF9 MFAP4 MGLL MMP9 MNDA MRC1 MSLN MSMO1 MTUS1 MUC1 MVP MX1 MYH11 MYL9 MYLK MYO1B NAMPT NCF4 NDUFB7 NEBL NEDD9 NFIL3 NKG7 NKX2-1 NNMT NOTCH3 NR4A1 NRGN NUPR1 ORM2 P4HA2 PALM2AKAP2 PCDH17 PCOLCE PDGFRA PDGFRB PDXK PECAM1 PER1 PGC PIK3C2B PIM1 PLAAT4 PLAUR PLEC PLIN2 PLSCR1 PLXND1 PNP PON2 POSTN PPL PPP1R15A PPP4R1 PRB4 PRR4 PSMB9 PTGDS PTP4A3 PTPN12 PTPRC PTPRK PTX3 QSOX1 RAB31 RAB5C RAC2 RAMP2 RARRES2 RBMS1 RBPMS RFTN1 RGS2 RGS5 RHOB RHOG RNASE1 RNF167 RPS6KA1 RRAS S100A11 S100A4 S100A8 S100A9 S100P SCGB1A1 SCNN1A SDC1 SEC11A SECTM1 SELENOP SELL SEPTIN10P1 SERPINA1 SERPINA3 SERPINB1 SERPINH1 SFTPB SFTPC SFTPD SLA SLC16A3 SLC2A3 SLC39A7 SLC39A8 SLC7A7 SLCO2B1 SLIT2 SLPI SNRK SNX1 SOCS3 SOD3 SRGN SRPX SRRM2 ST6GALNAC4 STAB1 STAT1 STAT3 TACSTD2 TAP1 TBC1D2B TBX2 TCEAL4 TCIRG1 TEK TFPI TGFB1 TGFBI TGFBR2 TGFBR3 TGM2 THBS1 TIMP2 TIMP3 TLR2 TM4SF1 TNC TNFAIP2 TNFAIP3 TNFRSF14 TNFRSF1B TNFSF10 TNXB TPM1 TPM2 TPSAB1 TSPAN1 TSPAN3 TSPAN7 TYMP UBE2L6 UGCG UPP1 VAMP5 VCAN VEGFA VSIG4 VWF WAS WFDC2 WFS1 WIF1 WWTR1 ZYX MODULE_50 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_50 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA7 PSMB1 PSMB10 PSMB2 PSMB3 PSMB4 PSMB5 PSMB7 MODULE_500 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_500 ABCE1 ANKRD26 ANXA13 CD247 DDX6 EPB41 ERCC2 FUT6 GNRH1 GPR143 HOXA4 IL1RL2 IL6 KCNAB2 KCNMB3 KLF5 KRT4 MSH3 NDST2 NFKB2 P2RY6 PLAUR RABIF RAC2 SEMA4D SPP2 ST6GAL1 TERF2 TFF2 MODULE_501 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_501 ACTN3 APCS ASGR1 BST1 CASP1 CD1C CHRNB4 DUSP2 EDN3 HBEGF LTBR MMP14 PDXK SEMA3C SERPINB8 MODULE_503 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_503 ACACB ACTA1 ADA ALG12 ATG5 AUP1 BMP2 CBY1 CC2D2A CCDC88A CCN3 CD14 CDC42SE2 CHORDC1 CKB CLIC4 COL16A1 CRNKL1 CTNNAL1 DBNDD1 DHODH DLK1 DLL1 DPAGT1 EID1 ELK1 ELL EXOSC4 FKBP1B FOXS1 GABRA2 GATM GC GLRX H3-3B H4C14 HGD HYOU1 IL1R1 KDM5D KLHDC10 KLK6 KPTN LAMTOR1 LEAP2 LHX2 LIMCH1 LIMS3 LSM14A LYN MARCKS MARF1 ME2 MECP2 MGAT3 MKNK2 MLF1 MPPE1 MTMR2 MYH11 MYLK2 MYO1C NF2 NINJ1 NNMT NNT NUP54 NXN OXR1 PCGF3 PDGFRA PFDN4 PLAUR PLPBP PNLIP PPP2R5C PPP2R5D PPP4R1 PRDM1 PRSS3 PRSS8 PTBP1 PTMA RHAG RNASEH2C RNF11 RNF4 RPLP2 SARM1 SETDB1 SLC20A1 SLC25A1 SLC25A16 SLC25A37 SLC9A1 SMYD5 SRP14 SSR3 TAGLN3 TBC1D2B TECPR2 TMEM97 TNFRSF14 TRAF6 TRIM4 TXNDC16 TYMP VASH2 WNT5B WWP1 ZNF217 ZNF667 MODULE_505 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_505 CYP11B2 DCT DDT HSD11B1 HSD17B1 HSD17B4 HSD17B7 N6AMT1 SRD5A2 SULT1E1 TYR TYRP1 UGT2B10 UGT2B15 UGT2B4 UGT2B7 MODULE_509 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_509 AP1S2 AP2A1 AP2S1 AP3S1 FDFT1 FDPS HPCA HPCAL1 IDI1 LRP8 SEC24D SQLE TUBA4A TUBB4B MODULE_51 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_51 BDKRB2 CD4 CD7 CD8A CD8B CYP1B1 DDR2 DOK1 EDN2 EPHA2 EPHA4 EPHA7 EPHB1 EPHB2 EPHB3 EPHB4 EPHB6 ERBB2 FLT1 INSR KDR KIT LCP2 MPZL1 MUSK NRTN NTRK1 NTRK2 PAX6 PDGFRA PDGFRB POU4F2 PTPRG RAPGEF1 ROR1 TEK MODULE_511 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_511 AIG1 ANKRD2 ASPSCR1 B3GNT5 BFSP2-AS1 BTG3 CFAP44 CRYBG1 CTAGE1 DLGAP3 DMRT1 EAF2 FBN3 HYAL3 IPP KATNAL2 KCNJ1 LMAN1L LPCAT2 M1AP MAK MAP7D3 NOD2 OSBPL10 PARP8 PBX4 PCIF1 PKD2L1 PSME4 RNASE2 RNF133 SCPEP1 SLC38A2 SPATA31A7 SRSF12 TMEFF2 TSNAXIP1 XPR1 ZBTB3 MODULE_512 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_512 ACTA1 ACTA2 ACTC1 ACTG2 ADAM12 ALDOA BDKRB2 CALD1 CASQ2 CHRNB1 CKMT2 COL6A3 CRYAB EDNRA FGF2 FHL1 FLII FXYD1 GJA5 HRC MYH11 MYH3 MYH7 MYL1 MYOM1 MYOM2 NEB NOS1 PLN PPP1R12B RYR1 SGCG SSPN TCL1A TNNI2 TNNT3 VIPR1 MODULE_514 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_514 ADH1A ADH1C ADH4 ADH7 CRYZ CRYZL1 DHRS2 FASN SORD TP53I3 MODULE_516 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_516 ANGPT1 ANPEP CXCL8 DIO1 EPAS1 FGF1 FGF2 IL18 JAG1 MMP19 NRG1 PBX3 PTPRR TNFAIP2 TNFSF12 VEGFD MODULE_519 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_519 ADH4 AKR1A1 AKR7A2 AKR7A3 ALDH1A1 ALDH3A1 ALDH7A1 ALDH9A1 ERP29 IDH1 IDH2 P4HB PDIA3 PDIA4 PDIA5 MODULE_52 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_52 AANAT ACR ACSL3 ACTN1 ADAM9 ADIPOR2 ADSL AGT AK2 AKAP12 AKR1C3 ALB ALCAM ALDH1A1 ALDH7A1 AMBP AMELX ANGPT1 ANPEP ANXA1 ANXA2 ANXA3 AP1M1 APOB APOC1 APOE APOH ARFIP2 ARID1A ASNS BIRC2 BMP1 BOP1 BTBD3 BUB1B CALD1 CALU CAP2 CARD10 CASP2 CAV1 CAV2 CAVIN1 CBX1 CCL15 CCL2 CCN1 CCNA2 CCNB1 CCNB2 CCNF CCT6A CD151 CD22 CD24 CDC20 CDC25B CDC45 CDH2 CDK1 CDK2 CDKN1A CDKN2A CDKN2C CDKN3 CDV3 CENPA CENPF CHAF1A CHPF CHST1 CHST3 CIAO1 CITED2 CKAP5 CKS2 CLDN5 CLDN9 CNN3 COL2A1 COL4A1 COL5A2 COL9A3 COPS3 COX7B CRIM1 CSE1L CSNK2A1 CSRP2 CST7 CTSC CXCL1 CXCL8 CXCR4 CYB5A DAB2 DBN1 DDIT3 DDIT4 DDT DDX17 DDX21 DDX3Y DEPP1 DKK4 DLGAP5 DLK1 DNM2 DOLK DPYSL3 DSP DTYMK DUSP6 E2F1 E2F3 ECHS1 EEF1E1 EFEMP1 EFNA2 EIF4EBP1 EMP1 EMP2 EMP3 ENG EPAS1 EPB41L3 EPCAM EPHA2 EPS8 ESPL1 ETFB ETV5 EZH2 FABP4 FADS1 FADS2 FAT1 FCGRT FDPS FDXR FEN1 FGB FGFR1 FGFR3 FHL2 FILIP1L FLNA FN1 FOXM1 FST GART GAS1 GBE1 GC GDF15 GET1 GGH GJA1 GJB1 GMPS GNG11 GNG12 GOT1 GPC3 GPNMB GRN GTSE1 GULP1 GYG1 H1-2 H2AX H2BC12 H2BC21 H4C3 HAP1 HAT1 HMMR HPRT1 HSPG2 HTR4 HTRA2 ID2B IER3 IFI16 IFI27 IFIT1 IGF2 IGF2BP3 IGFBP2 IGFBP4 IGSF3 IKBKG IL1RAP IL32 ILF3 INHBC INSIG1 ISG15 ITGA3 ITGA6 ITGB5 ITPA ITPR3 JUNB KCND3 KIF11 KIFC1 KLHDC3 KRT18 KRT19 KRT4 KRT7 KRT86 LAIR1 LAMB1 LAPTM5 LDLR LGR5 LIF LMNB1 LMNB2 LMO2 LOX LOXL2 LPGAT1 LSM1 LTBR LY6G6C M6PR MACIR MAD2L1 MAFF MAGEA2 MAGEA3 MAGEA4 MAOB MAPRE1 MAT1A MCM2 MCM3 MCM6 MCRS1 MDK MEST MFAP2 MGLL MLLT11 MMD MMP1 MSH6 MSMO1 MSX1 MYBL2 MYC MYO10 NHERF1 NNMT NOLC1 NPAS1 NQO1 NRG2 NTS NUDT1 NUP205 NUP50 OCLN ODF1 OGG1 ORM2 PAICS PAX9 PCLAF PCNA PCOLCE PDE4B PDGFRA PDIA4 PDLIM4 PECAM1 PEG10 PEPD PER1 PFKFB2 PHLDA2 PIR PKIA PKMYT1 PLAT PLEC PLIN2 PLK1 PLK2 PLOD2 PLSCR1 PNP POLD2 PON2 POU4F1 PPP4R1 PPT2 PRAME PRB4 PRELID3A PROCR PROM1 PRPF19 PRPSAP1 PRSS2 PRSS23 PSMA4 PSMC2 PSPHP1 PTP4A3 PTS PTTG1 QPCT QSOX1 RAB11A RAC2 RAC3 RAI14 RBP1 RBP4 RCC1 RCN2 RFC4 RGS5 RIBC2 RNASE1 RNASEH2A RND3 RPA3 RPS26 RRM1 RRM2 RRP1B RRP9 S100A11 S100A4 SCAMP5 SCHIP1 SCP2 SDC1 SEC11A SEMA3C SEMA6C SERBP1 SERPINA1 SERPINA6 SERPINE1 SERPINH1 SFRP1 SGCE SLC16A3 SLC22A18AS SLC2A1 SLC39A6 SLC7A11 SLC7A5 SMTN SNRPB2 SNRPC SORD SOX10 SOX4 SPOCK1 SPP1 SRGN SRPK1 SRPX SRSF2 SSR1 ST6GAL1 ST6GALNAC4 STAB1 STAU1 STEAP1 STMN1 SVIL SWAP70 SYNCRIP SYNGR4 TBX1 TFRC TGFBI TGFBR2 TGM2 THBS1 THBS2 TIMP2 TIMP3 TM4SF1 TM4SF4 TMED3 TMEM106C TMEM158 TMEM259 TMX1 TNC TNF TNFRSF10B TNNT1 TOP2A TPM1 TPM2 TPX2 TRAM2 TRIP13 TRPC4AP TSPAN3 TTK TYR TYRO3 UBE2C UBXN1 UCK2 UGDH UMPS UNG VEGFA VSIG4 VWF WEE1 WIZ WWTR1 YWHAE ZIC2 ZMPSTE24 ZWINT ZYX MODULE_521 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_521 ADRA1D CCKBR CD3E CD86 CDK2 CIAO1 CSF1 CSF3 CTF1 CXCL5 DDX11 DHPS EDN1 EGF FGB FGF7 FGG FLT1 FOSL1 GRN HBEGF IGF1 IL3 IL6 LIF NAMPT NRP1 PTN S1PR2 SLAMF1 SSR1 STIM1 TIMP1 TNFSF4 VEGFC VIPR1 MODULE_522 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_522 ADA CPM CTTNBP2NL CYP27B1 DENR DNAJC3 GRAMD1A GRK6 HLA-DOA HLX IL15RA IL7R ITGB3 LAG3 LANCL1 LGALS3 LILRA1 LIMK2 LSS MIR22HG NFKB2 NINJ1 NPPB PTPN1 PTPN2 RELB SEC61B SLAMF1 SMPX SPSB1 TGFA TIMMDC1 TRIP10 TXN MODULE_524 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_524 ACTN4 CALD1 CAPZA2 CFL1 CNN2 CNN3 CXCR4 DSTN ENC1 FLII FLNA FLNB FLNC GSN IGF2 LMOD1 MACF1 MARCKS MYH11 MYH9 PIP PLS3 SPTAN1 SPTBN1 STMN2 SVIL SYN1 TPM4 VCL WDR1 MODULE_525 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_525 AEN AGO2 ANKRD20A1 ANKRD44 APOA2 ARL8B BET1L C1orf159 C2CD5 CD164 CD69 DBF4 DDX49 DHX15 DIABLO DNAJC5B EAF1 EXOC6B FEM1A FMNL1 FYTTD1 G3BP2 HLA-DRB3 INSIG1 INTS7 IRS2 KBTBD8 KLHL15 KLRA1P LBH LBR LIPA MESD MFSD14B MIOS MMEL1 MT1G NFKBID NMD3 NOC3L NOX4 NSUN2 NUP205 ORAI2 P2RY8 PELI1 PKD1 PMAIP1 PPTC7 PTPN11 RAB8B SGCD SLC8A2 SNRNP200 STARD4 STK10 SYNE2 TAF1D TAGAP THOC7 TLE4 TRAK1 ULK4 WDR75 WSB1 ZMIZ2 MODULE_528 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_528 ACSL1 ASNS CBS GCLC GCLM LAP3 ME2 ME3 SDS SHMT2 TNFRSF10A MODULE_53 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_53 AANAT ABCA1 ABCB9 ACD ACKR1 ACR ADA ADAM19 ADSL AGXT AIF1 AK2 ALOX5AP AMELX ANPEP ANXA1 AP1M1 APOC4 AQP8 ARHGAP4 ARHGDIB ARHGEF6 ARID1A ARTN ASNS ATF3 ATF5 ATOSB ATP2A3 ATP4A BASP1 BCL2A1 BIK BLM BMP10 BOP1 BUB1B CARD10 CASP2 CBX1 CCDC9 CCHCR1 CCL2 CCL3 CCL4 CCL5 CCL7 CCNA2 CCNB1 CCNB2 CCND2 CCNF CD22 CD24 CD33 CD37 CD3D CD3E CD53 CD69 CD79A CDC20 CDC25B CDC45 CDC7 CDH2 CDK1 CDK2 CDK6 CDKN2C CDKN3 CENPA CENPF CEP135 CFP CHAF1A CHPF CHST15 CKAP5 CKS2 CLDN9 CLEC2B CLEC3B CNKSR1 COL10A1 COPS3 CORO1A CRABP1 CREG1 CSE1L CSNK2A1 CST7 CSTA CTSC CTSG CXCL2 CXCR4 CYP1B1 DAPK2 DBN1 DBP DDIT4 DDX11 DDX21 DDX3Y DHFR DKK4 DLGAP5 DMBT1 DNASE1 DNMT1 DNTT DOCK2 DPH2 DTYMK DUSP5 DVL1 E2F1 ECE2 EDA EEF1E1 EFNA2 EIF4EBP1 ELAVL2 EMP3 ENO2 ENTPD2 EPAS1 EPB41L3 ETS2 EXD2 EXOSC2 EZH2 FADS1 FADS2 FCER1G FDPS FEN1 FGR FOS FOSB FOXM1 FST FZR1 GALR3 GET1 GFPT2 GGH GINS1 GLA GLRX GMPS GNA15 GNG7 GPR3 GPSM3 GREM1 GSTM1 GTF2H3 GTSE1 H2AX H2BC12 H4C3 HAP1 HAT1 HCK HCLS1 HLA-DMA HLA-DQA1 HMMR HPRT1 HTR4 HTRA2 ID2B IER3 IFIT1 IGF2BP3 IGFBP2 IGHG3 IGHM IGKC IKBKG IL2RG IL32 IL7R ILF3 INSIG1 IRAG2 ISG15 ITGA10 ITGB2 JUN JUNB KCND3 KCNN4 KCNQ3 KCTD17 KDM5D KIF11 KIF14 KIF21B KIF2C KIFC1 KLHDC3 KNTC1 KRT4 KRT86 LAIR1 LAPTM5 LBP LCP1 LGALS9 LGR5 LIF LIPA LMNB1 LMNB2 LMO2 LPAR2 LRCH4 LRIT1 LRP3 LSP1 LST1 M6PR MACIR MAD2L1 MAGEA4 MAGI1 MAPK12 MAT1A MCM2 MCM3 MCM4 MCM6 MCRS1 MDK ME2 METAP1 MFAP2 MKI67 MLC1 MLLT11 MMP2 MMP9 MNDA MPO MSH2 MSH6 MSI1 MTHFR MYB MYBL2 MYC MYOZ3 NCAPD2 NDC80 NECTIN1 NMB NPAS1 NPM3 NRG2 NTNG1 NUDT1 NUP205 ODF1 OLFML2B ORM2 PAFAH1B3 PAICS PARP2 PAX6 PAX7 PCDH9 PCLAF PCNA PDGFRA PECAM1 PEG10 PER1 PFKFB2 PIM2 PKMYT1 PLAU PLIN2 PLK1 PNP POLD2 POLD3 POU4F1 PPP4R2 PRAME PRB4 PRELID3A PRIM1 PRKDC PROC PRPF19 PSMB8 PSPHP1 PTP4A3 PTPN7 PTPRC PTTG1 QSOX1 RAB31 RAC2 RAC3 RAD54L RBM38 RCC1 RCN2 RECQL4 RECQL5 RFC3 RFC4 RGS1 RGS10 RGS16 RHBDL1 RIBC2 RNASEH2A RPA1 RPA3 RRM1 RRM2 RRP1B RRP7A RRP9 S100A11 S100A4 S100A8 S100P S1PR4 SAC3D1 SALL2 SCAMP5 SCN2B SERBP1 SERPINE1 SFTPC SH3BP1 SHBG SHMT2 SIT1 SIX6 SLA SLC22A18AS SLC2A1 SLC6A11 SLC6A7 SLC7A11 SLC7A5 SOX10 SOX4 SPINK2 SRGN SRPK1 SRPK3 SSTR2 ST6GALNAC4 STMN1 SULT4A1 SV2A SWAP70 SYNCRIP SYNGR4 TACC2 TAP1 TBX1 TCL1A TFAP2B TMEM106C TMSB15A TMSB4Y TMX1 TNF TNFRSF10C TNFRSF10D TOP2A TOPBP1 TPX2 TRIP13 TROAP TRPM2 TTI1 TYMS TYR UBE2C UBE2L6 UCN UNG VPS11 VSIG4 WEE1 WIZ WNT10B ZBED4 ZIC2 ZMYM3 ZNF22 ZWINT ZYX MODULE_530 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_530 ATOX1 CAT CDO1 DUSP1 GOT1 GPX1 GPX2 GPX3 GPX4 MPO NUDT1 PDLIM1 PRDX6 SDS SELENOP SOD1 MODULE_532 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_532 AASS ABHD17C ABI3 ACE ACKR1 ACSL1 ACSM5 ACTR6 ACVR1 ADIPOR2 AHNAK AKAP8L ALG6 ALKBH4 AMIGO1 AMY2B AMZ2 ANKFY1 ANKRD13A ANXA1 APTX ARHGAP15 ARHGAP45 ARID5A ART3 ASXL2 ATG16L1 ATG2A ATG4D ATP8A2 ATRN ATXN7 AURKAIP1 BAG3 BAIAP3 BASP1 BCL2L13 BCL2L14 BEGAIN BFSP2-AS1 BGN BPIFA1 BRAP BRIP1 BSDC1 BTN2A1 C17orf75 C19orf73 C1orf116 C21orf62 CACNA2D3 CAND1 CCAR2 CCBE1 CCDC134 CCDC81 CCDC85C CCDC90B CCL11 CCL2 CCNL1 CD163 CD1A CD1D CD8A CDH4 CDH5 CDK11A CDK16 CEBPZ CELF2 CELP CEP162 CHD1 CHD9 CHL1 CHST1 CHST9 CIP2A CITED2 CLCF1 CLUH CMTM6 CNOT6L COCH COL6A3 COPE COQ8A CORIN CSF1 CSF2RB CST1 CUL9 CXCL10 CXCL8 CYP1A1 CYP2A7 CYYR1 DCAF15 DCANP1 DCTN3 DDX60 DES DEXI DIRAS2 DLC1 DNAAF4 DNAH11 DNAJA1P5 DYNC2LI1 DZIP3 EARS2 EIF2B4 ELAC1 ELOB ELOVL2 EPB41L4B EPHA7 EPS15L1 EREG ERLIN2 ERMN ERVMER34-1 ESPN EYA3 FABP2 FAF1 FAIM FAM169A FAM220A FBXO11 FBXW4 FGD6 FGFR1 FLJ13224 FMN1 FN1 FNBP4 FOS FPR2 FURIN GABPB1-IT1 GEM GEMIN7 GJA1 GJA5 GJC2 GLB1L GOLGA4 GOLGA5 GPATCH3 GPR26 GPR68 GPSM3 GSN HACD1 HBE1 HIVEP2 HMGN5 HNRNPDL HOMER2 HS1BP3 IL18R1 IL1A IL1RL1 ILRUN INIP INO80B IPCEF1 ISYNA1 ITGAM ITGB1 ITGB5 ITK ITM2C KAT2B KATNAL1 KATNIP KCNE4 KDM4D KDM5B KIAA2013 KLHL36 KLHL4 KLHL41 KRT19 LACTB LANCL2 LAP3 LARP1 LDAH LEPROTL1 LINC00160 LMTK3 LNPK LRP3 LRRC19 LRRC4C LRRN3 LY86 LY9 LYL1 LYZ MAGED4B MAL2 MAP2K6 MAPK4 MAPKBP1 MBD5 MCMBP MCTS1 MED12L MED25 MED28 METTL7A MFSD1 MICALL1 MICB MLYCD MMP14 MMP7 MMP9 MOB4 MOCOS MORC3 MPRIP MREG MRPL18 MRPL27 MRPL36 MRPL47 MRPS15 MST1R MTMR12 MXRA8 MYL12A NACAD NADSYN1 NANS NCF2 NCOA7 NECAP2 NEIL1 NELFB NELFCD NEPRO NFIL3 NGF NME1 NOL7 NOP53 NR2E1 NRL NSUN3 NUP54 NUTM2F NXPH4 OBSCN OR2A1 OR7E12P OSBPL9 OTOR OXGR1 PAPOLA PAQR5 PARS2 PAWR PCED1B PDCD2L PDCD6 PDE4D PGLYRP2 PHAX PHIP PI4K2B PIF1 PIP4K2C PLEKHF2 PLEKHG1 PLEKHM2 PLGLB2 PNMA8A POGLUT2 POLDIP3 PORCN POU6F2 PPP1R14D PPP4R2 PRDM1 PRDM8 PRPF39 PTGS2 PTPRT PTPRZ1 PYCR3 PYGB QKI QSER1 RBM7 REPIN1 RERE REV3L RNASE6 RNASEL RNF103 RNF213 RNF220 RPAP3 RPRM RRAGD S100A5 SARAF SAV1 SCARA3 SCD SDC3 SENP1 SFRP1 SH2B3 SIAH1 SIPA1L3 SLAMF7 SLC11A2 SLC17A8 SLC19A1 SLC22A3 SLC25A27 SLC26A8 SLITRK1 SLMAP SMAD3 SMG7 SNRNP25 SNX5 SOX6 SP140L SPNS1 SPSB4 SQOR SSBP4 STAMBPL1 STAT3 STRIP2 STRN SUGP2 SURF6 SV2B TAL1 TBC1D8B TBC1D9 TDP1 TESPA1 TFPI2 THEG TIMELESS TIMP4 TLN1 TMCC2 TMED3 TMEM120A TMEM121B TMEM144 TMEM161A TMEM248 TMEM250 TMEM255A TMEM47 TMEM62 TMEM97 TMLHE TNFRSF13C TOR4A TP53 TRABD TRIM48 TRIM7 TSLP TTF2 TUBA4A UFSP2 UGCG UNC79 USP36 UTP11 VIT VNN1 WDR19 WDR25 WDR46 WRNIP1 XPO4 XRN2 YWHAB ZBTB5 ZCCHC4 ZDHHC2 ZFP41 ZGRF1 ZKSCAN7 ZMAT4 ZMYM5 ZNF107 ZNF117 ZNF143 ZNF264 ZNF318 ZNF566 MODULE_533 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_533 AGAP3 AMPH AOC3 ARHGAP4 BIVM CCNT1 CDC20 CENPF CORO1A CYTH1 DTNB DYNC1I1 FAM107A KIF5A KIF5C KRT13 KRT17 KRT19 KRT6B LAMB1 LAMC2 LMNB1 LZTS3 MAPT MID1 MYH11 MYH7 NCAM1 NEFL NELL1 RAPH1 SEPTIN4 SEPTIN5 SNAP25 STMN1 STMN2 STX1A TACC2 THBD TRIM22 TUBA4A TUBB4A USP37 VAMP2 ZWINT MODULE_534 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_534 CENPA CENPE DIP2C DNAJC1 DUSP16 H1-2 H2AC18 H2AC8 H2BC11 H2BC12 H2BC13 H2BC21 HMGB2 RUSF1 SCNN1B SEC14L1 SLC22A23 SNHG12 MODULE_537 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_537 BCL2A1 BCL2L1 BIRC2 BIRC3 BIRC5 BNIP3 CD2 CFLAR IER3 IL1A MYBL2 NFKB1 NRG2 SEMA4D SERPINB2 SON TNFAIP3 MODULE_539 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_539 ALAS2 CP CPOX FECH FUT1 GYPA GYPB GYPC GYPE HMBS KEL PPOX RHAG RHD UROD UROS MODULE_54 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_54 ACTG1 ADA ADSL AGPAT5 AGXT AHCY AIF1L AIMP2 AMELY AMPH ANLN ANP32E APEX2 APOBEC3B APOC2 ARHGAP11A ARL6IP1 ASF1B ASPM ATAD2 ATF5 AURKA AURKB BARD1 BEND3 BEST3 BIRC5 BLM BLTP2 BPNT2 BUB1 BUB1B BYSL CCL7 CCNA2 CCNB1 CCNB2 CCNE2 CCNF CCT5 CCT6A CDC20 CDC25B CDC25C CDC45 CDC6 CDC7 CDCA5 CDCA7 CDH1 CDK1 CDK4 CDKN1C CDKN2C CDKN3 CENPA CENPE CENPF CEP55 CHAF1A CHAF1B CHEK1 CKAP2 CKB CKS1B CKS2 CMYA5 CNIH4 CSE1L CTNNBIP1 CTPS1 DDX11 DEPDC1 DEPDC1B DHFR DLEU1 DLGAP5 DTYMK E2F1 E2F8 ECT2 EFHC2 ELOC ELOVL6 ESM1 ETV2 FAM217B FAM83D FEN1 FKBP1A FOXD1 FOXM1 FSTL3 FXYD7 GAD1 GGH GGT1 GINS1 GINS2 GMNN GPN2 GPSM2 H2AX H2AZ1 H4C3 HBB HJURP HMGA1 HMGB2 HMGCS1 HMMR HOXC10 HPRT1 HSPH1 HUWE1 IARS1 IFI30 IMPA2 ITGA2 ITGB3BP JPT1 KIF11 KIF14 KIF23 KIF2C KIFC1 KNSTRN KNTC1 KPNA2 LAPTM4B LBR LMNB1 LMNB2 LRP8 LRRC17 MAD2L1 MAGED4B MANF MAPK13 MB MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MELK MID1 MKI67 MSH2 MT1H MTFR2 MTHFD2 MUCL1 MYBL2 NCAPD2 NCAPH NDC80 NEIL3 NEK2 NEMP1 NME1 NQO1 NRIP3 NRM NT5DC2 NUDT1 NUF2 NUSAP1 OAS3 ODC1 ORC1 PAX4 PBK PCLAF PCNA PFKP PHF5A PIMREG PIR PKMYT1 PLAT PLIN2 PLK1 PLK4 PLP2 PMAIP1 PNP POLD1 POLE2 POLQ PRDX1 PRDX4 PRIM1 PRR11 PSMD14 PSPH PSRC1 PTTG1 PUM3 PXMP4 RAD51 RAD54L RANBP1 RCC1 RECQL4 RFC3 RFC4 RFC5 RHNO1 RHOJ RPA3 RRM1 RRM2 RSPH14 SCG5 SGTB SHCBP1 SLC16A3 SLC25A5 SLC7A5 SLC7A7 SMC2 SMC4 SNRPA1 SNRPB SNRPC SNRPE SNRPF SPAG5 SQLE SRPK1 TACC3 TENM4 TIMELESS TM4SF1 TMEM106C TMEM40 TNFRSF12A TOP2A TOPBP1 TPI1 TPX2 TRIM24 TRIP13 TROAP TSN TTK TUBA1A TUBA4A TYMS UBE2C UBE2S UBE2T UCHL5 UNG WDR5 WIZ ZC3HC1 ZNF267 ZWILCH ZWINT MODULE_540 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_540 CP FTH1 HFE HPX LTF MT2A MYC SRI TF TFRC MODULE_543 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_543 ANXA1 ANXA2 ANXA3 ANXA4 ANXA5 ANXA8L1 HLA-DMB HLA-DOA HLA-DOB HLA-DRA HLA-DRB4 LGALS1 LGALS3 LGALS4 LGALS7 MRC1 SCGB1A1 MODULE_544 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_544 ABCC13 ACOX2 ADRA2A AFP APOH ARHGAP24 AURKC BACE2 BMAL1 BMERB1 BPI CACNA2D1 CDH2 CFHR1 CHEK1 COMP COX4I1 CPN2 CRMP1 CRYGC DDT DGKI EFNB3 ESRP2 EXOC7 F12 FBN3 FGF7 FGFBP2 FMOD GAS5 GATA6 GNAZ GRB14 H3C11 IL18BP IL1RAP INA ITGA9 KIFC1 KLHL25 KLHL28 LGR4 LOXL1 MAGOHB MAP6 MAPK8IP2 MUC4 MYNN NREP NUDT4 NUP160 PAX2 PCDH17 PDE1A PHF14 PITPNB PPP2R3A PRKD1 PTBP2 PTGIS R3HDM4 RAB29 RAD54B RIC1 SEMA3C SIGLEC9 SLC22A2 SLC30A9 SLC36A1 SPEF1 SPINK1 TAF4 THSD1 TLR3 TMEM14A TMEM158 TMEM190 TNFRSF11B TOR1B TTLL4 TTTY11 UMOD VPS13C XCL2 ZFP28 ZKSCAN3 ZNF765 MODULE_545 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_545 AKAP4 ALPL CDH13 DAO DSCC1 FOXF2 GSTA2 HCRTR1 HOXD9 IL18R1 IL1R1 IL1RAP IL1RL1 JAKMIP2 SERPINA5 SOX30 TLR2 UBD UGT1A4 VGLL1 MODULE_547 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_547 AHNAK AP2A1 CACNG4 COA8 EVI2B IGHM IGLJ3 INTS11 MGA NEUROD6 NUDT22 NUP107 PLEKHA1 PTGIS WWC3 ZNF266 MODULE_55 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_55 AADAC AAK1 AANAT ABAT ABCA1 ABCA3 ABCC3 ABCC6 ABLIM1 ABLIM3 ACKR1 ACOX2 ACP5 ACR ACSL1 ACSL6 ACTN1 ADAM19 ADH1A ADH1B ADH1C ADIRF ADM ADRA2C AEBP1 AGT AGXT AHSG AK4 AKR1C1 AKR1C3 AKR7A3 ALAS1 ALAS2 ALB ALDH1A1 ALDH1A3 ALDH1B1 ALDH1L1 ALDH3A2 ALDH4A1 ALDH7A1 ALDOB ALPG ALPL AMACR AMBP AMELX AMELY AMT AMY2B ANGPT1 ANK3 ANPEP AOC1 APBB1 APC2 APCS APEX2 APLP1 APOA1 APOA4 APOB APOC1 APOC2 APOC3 APOC4 APOD APOE APOH APOL1 APOM AQP1 AQP3 AQP5 AQP7 AQP8 AQP9 AR ARFGAP3 ARG1 ARHGDIG ASGR1 ASGR2 ASIP ATF5 ATOSB ATP11A ATP2A3 ATP4A ATP6V0A1 ATP9A AZGP1 BAAT BARX2 BBOX1 BCAM BCKDK BDH1 BLVRB BMP1 BMP10 BRD4 BSN C1QB C1S C2 C4BPA C4BPB C5 C6 C7 C8A C8B CA12 CA2 CA4 CADM1 CARD10 CASP2 CAV1 CAV2 CBS CCHCR1 CCKAR CCL15 CCL2 CCL7 CCN1 CCN5 CCND1 CCND2 CCNF CD14 CD163 CD22 CD24 CD33 CD55 CD6 CDA CDC20 CDC42EP1 CDH1 CDH16 CDH4 CDK18 CDK5R1 CDR2L CEACAM3 CEL CELA2B CEP135 CES1 CFAP410 CFB CFD CFH CFHR1 CFI CFP CHGA CHI3L2 CHRNB1 CHRNB4 CHST3 CITED2 CKS2 CLCNKA CLDN10 CLDN3 CLDN5 CLDN7 CLDN8 CLDN9 CLEC3B CNKSR1 COL18A1 COL1A1 COL1A2 COL2A1 COL3A1 COL4A1 COL5A2 COL6A1 COL6A2 COL6A3 COL7A1 COL9A1 COX7A1 CP CPB2 CPN2 CPS1 CRABP1 CREB3L1 CRIM1 CRLF1 CRYAA CRYAB CRYM CRYZ CSF3R CST1 CST7 CTSG CX3CL1 CXCL12 CYB5A CYB5R1 CYP27A1 CYP2A7 CYP2B6 CYP2C19 CYP2C8 CYP2E1 CYP2F1 CYP2J2 CYP3A7 CYP4A11 CYP4B1 CYP4F12 DAO DAPK2 DBP DCAF7 DDC DDIT4 DDT DEFA3 DEFB1 DHRS1 DHRS2 DHRS3 DIO1 DKK4 DLC1 DLEC1 DLK1 DMBT1 DNAH3 DNAJB2 DNASE1 DNASE1L3 DNM1 DNM2 DPH2 DPP4 DPYSL4 DRD2 DRD3 DSP DTNB DTX4 DUSP6 DVL1 ECE2 ECHS1 ECI1 ECM1 ECM2 EDA EFNA1 EFNA2 EFS EGFR EGR1 EIF4EBP1 ELAC2 ELAVL2 ELL2 ELN EMP3 ENG ENPEP ENPP1 ENPP2 ENTPD2 EPAS1 EPB41L3 EPCAM EPHX1 EPHX2 EPOR ERBB3 ESR1 ETFB ETS2 ETV3 EXD2 F10 F12 F2 FAAH FABP1 FADS1 FADS2 FAM107A FAT1 FAT2 FBN2 FBP1 FBXL7 FCGRT FCN2 FETUB FEV FGA FGB FGFR1 FGFR3 FGFR4 FGL1 FKBP1B FLT1 FMO3 FMO4 FMO5 FN1 FOLR1 FOS FOXO4 FPR2 FST FURIN FXYD1 FXYD2 FZR1 G0S2 GADD45B GADD45G GALNS GALR3 GAS1 GAS8 GATA1 GATA2 GATM GC GCG GCH1 GCHFR GCLC GCLM GDF15 GFPT2 GJB1 GLRX GLYAT GMPR GNE GNG12 GNG7 GNMT GOT1 GPA33 GPC3 GPR17 GPR3 GPT GPX2 GPX3 GREM1 GRIK5 GRK1 GRM2 GRN GSTA2 GSTM1 GSTM5 GSTT1 GTSE1 GYPB H2BC12 H3C6 H4C3 HAAO HAP1 HBD HBEGF HBZ HCN3 HGD HLA-DMA HMGCS2 HMOX1 HMOX2 HNF1B HOMER2 HOXB1 HOXB2 HP HPD HPGD HPN HPR HRG HSD11B1 HSD11B2 HSD17B1 HSD17B6 HSPA2 HSPA6 HSPBP1 HSPG2 HTR4 HYAL1 HYI ICMT ID2B IER3 IFI27 IFIT1 IGF1 IGF2 IGFBP1 IGFBP2 IGFBP3 IGFBP4 IGHG3 IGHM IGSF1 IHH IKBKG IL1R1 IL1RN IL2RG IL32 IL3RA IL4R IL7R INHBC INSIG1 IQGAP2 ISG15 ITGA10 ITGA2B ITGA3 ITGA5 ITGA6 ITGB5 ITIH1 ITIH2 ITIH3 ITIH4 IVD IVL JAK3 JUNB KCND3 KCNJ4 KCNMB1 KCNN4 KCNQ1 KCNQ3 KCTD17 KIAA0586 KIF21B KLK11 KNG1 KRT14 KRT18 KRT19 KRT31 KRT4 KRT5 KRT7 KRT86 L1CAM LAIR1 LAMB2 LAPTM5 LBP LCAT LCE2B LCN2 LDLR LDOC1 LECT2 LEFTY1 LGALS4 LGMN LGR5 LIF LLGL2 LMO2 LRCH4 LRIT1 LRP1 LRP3 LRRC32 LTBR LTC4S LTF LY6D LY6G6C LYPD3 MAGI1 MAL MAOA MAOB MARF1 MAT1A MCM2 MEF2C MFAP2 MGLL MGP MME MMP11 MMP2 MPO MPPED1 MSLN MSMB MSMO1 MST1 MSX1 MT1G MTHFR MTHFS MUC1 MUC5B MYH11 MYH2 MYL9 MYLK MYOG MYRF N4BP2L1 NAAA NAT8 NCALD NCF1C NEBL NECAB3 NECTIN2 NEURL1 NFIL3 NFKBIB NFKBIL1 NGFR NHERF1 NME3 NNAT NNMT NQO1 NR0B2 NR1D1 NR2E3 NR4A1 NRG2 NRGN NRTN NTNG1 NUPR1 OCLN ODF1 ORM2 P2RX1 P4HA1 PAEP PAH PALM PAX4 PAX6 PAX7 PCBD1 PCK1 PCK2 PCLAF PCOLCE PDE2A PDE4C PDGFRA PDZK1IP1 PEG10 PEG3 PEPD PER1 PFKFB2 PFKFB3 PGC PHLDA1 PHLDA2 PHYH PHYHIP PIGO PIM2 PINK1 PIP PLA2G2A PLAAT3 PLAT PLAU PLCB2 PLCH2 PLEC PLG PLIN2 PLK3 PLPP2 PNOC PNRC1 PON3 POU2F2 PPBP PPL PPP1R1A PPP4R2 PPP6R2 PRB4 PRELID3A PRF1 PRG2 PROC PROM1 PROX1 PRR4 PRSS16 PRSS2 PRSS3 PRSS8 PSD PSD4 PSG7 PTH1R PTN PTP4A3 PTPRN PTPRN2 PTPRO PTTG1 PYGL QDPR QPCT RAB31 RAC2 RAC3 RAMP1 RAMP2 RARRES2 RBM38 RBMS3 RBMXL2 RBP1 RBP4 RCVRN RECQL5 REG1A REG1B REN RGN RGS10 RHBDL1 RHOB RHOD RIBC2 RIMS2 RNASE1 RNASE2 RNASE3 RNASE4 RND1 RNF167 RRP9 S100A11 S100A4 S100A8 S100A9 S1PR4 SBNO2 SCAMP5 SCG5 SCN4A SCNN1A SCO2 SCP2 SDC1 SDS SELE SELENOP SEMA6C SERPINA1 SERPINA3 SERPINA4 SERPINA5 SERPINA6 SERPINC1 SERPIND1 SERPINE1 SERPINF2 SEZ6L SFRP1 SFTPC SGCE SHBG SHMT1 SIM2 SIX6 SLC10A1 SLC16A4 SLC17A3 SLC17A7 SLC18A3 SLC1A6 SLC22A1 SLC22A18AS SLC22A6 SLC25A1 SLC29A2 SLC2A3 SLC37A4 SLC38A10 SLC43A1 SLC4A1 SLC4A3 SLC4A4 SLC6A11 SLC6A2 SLC7A11 SLC7A4 SLC7A7 SLC7A8 SLCO2B1 SLPI SMAGP SMOX SNAP25 SNCG SOD3 SORBS2 SORD SOX10 SOX9 SPINK1 SPP1 SPP2 SPRY1 SRGN SRPK3 SRPX SRRM2 SST SSTR2 ST6GAL1 ST6GALNAC4 STAB1 STARD5 STOML1 STX1A SV2A SYNGR4 SYNPO2L TACC2 TACSTD2 TBC1D2B TBCD TBR1 TBX5 TBXT TCF7 TCL1A TCN2 TDO2 TFAP2A TFAP2B TFF3 TFR2 TGFBI TGFBR2 TGM2 TGM4 THRA TIMM17B TIMP3 TLE2 TM4SF1 TM4SF4 TM4SF5 TM7SF2 TMEM97 TMSB4Y TNFRSF10B TNFRSF10C TNFRSF14 TNFRSF1B TNFRSF25 TNFRSF6B TNFSF10 TNXB TPM2 TRAPPC6A TRIB1 TRIM15 TRIM16 TRIM29 TRPC4AP TRPM2 TSPAN7 TSPAN8 TULP1 TYR UBE2C UBE2L6 UBL3 UBXN1 UCN UGDH UGT2B15 UGT2B4 UGT2B7 UMOD UNC13B VEGFA VGF VSIG4 VTN WDR7 WFDC2 WNT10B WWC1 XDH XK XPNPEP2 YPEL1 ZBED4 ZBTB20 ZIC2 ZKSCAN3 ZYX MODULE_552 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_552 CBX1 CENPA EZH2 H1-0 H1-2 H2AC18 H2AC6 H2AC8 H2AX H2AZ1 H2BC11 H2BC12 H2BC13 H2BC21 HMGB2 MYBL2 NASP RBMXL2 MODULE_557 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_557 ADGRL4 AOC3 ARHGAP22 MAOA MAOB PF4 PPBP PTGS2 STAR TMPRSS15 VIPR1 MODULE_56 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_56 ADA ADK APRT GART GMPS HPRT1 IMPDH2 PAICS PRPS1 PRPS2 TYMS UMPS MODULE_560 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_560 ALDH3A2 ATL2 BAZ1B GTF2H2 MIR4453HG PDE3B PMP22 SERPINI1 SLC27A4 SRXN1 SYN3 UGT8 MODULE_562 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_562 ADAM10 ADAM12 ADAM9 BMP1 CHIT1 MMP1 MMP10 MMP11 MMP12 MMP13 MMP14 MMP15 MMP2 MMP3 MMP7 MMP9 PEPD TIMP1 TIMP2 TIMP3 TNF MODULE_563 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_563 ABAT BAIAP3 CADPS CCL3 COPB2 GABRA2 GAD1 GAD2 MAOA SLC1A3 SNAP25 SNPH STX1A SYN1 SYNJ1 MODULE_567 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_567 ABCC1 ACP1 ACTA1 AGFG1 AGO1 AGPS ANK3 ATG13 ATP2C1 ATP5MF ATP6V1B1 BOK BUD13 CAB39 CD4 CD44 CEBPG CLEC1B COL13A1 CPZ CSPP1 DNAJC11 DRG1 DUSP8 EDEM2 EIF3K ELK4 ENOX1 ERGIC1 FGFR3 FOSL2 GAMT GLOD4 GOT1 HCCS HMGN1 HNRNPC HP1BP3 ICOSLG ILF3 IMP3 IRF6 IRF7 LRRC41 LYAR MAP10 MED4 MMUT MPDU1 MUC5B MYCN NCAM1 NCAPG NDUFA7 NPL NUDT5 NUP155 PABPC1 PAM16 PCDHB2 PCSK4 POLR1E PRELID1 PRIM1 PRSS1 PRUNE1 PTPN12 RBP5 RDX RNF186 RPS14 SANBR SDHD SEMA7A SENP3 SETDB2 SLC25A22 SLC8B1 SPNS1 SRSF5 STAM STARD10 SUGP1 TFCP2 THNSL1 TNPO1 TP53 TUBB1 UFM1 USP16 UTP18 XPOT YIF1A ZBTB46 ZFHX3 ZNF207 ZNF22 MODULE_568 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_568 ABI1 ACSL3 ADAM10 ANKS1A ASAH1 ATP1A1 ATP6V1B2 B3GALT6 BCL2L12 BTG1 CAPN3 CASP1 CD163 CHMP2A CHSY1 CIAO2A CRYL1 DHRS7 ENTREP1 FABP4 FANCG FBXO7 FRMD4B GAB2 GPM6B GYG1 HEXA HNMT HPS4 IGKC IRF2 KCNN4 LAMP2 LPIN1 LYSET MAD2L1BP METTL9 MLANA MPG MTMR6 MUTYH MXI1 NCSTN NECTIN1 PARP4 PLSCR1 PORCN PRELP PYGB RHOQ RNF14 RPGR RPLP2 RXRG RYBP SAA4 SLC23A2 SLC25A13 ST3GAL4 ST8SIA1 STX7 STXBP1 SUOX SYPL1 TMEM59 TMX4 TRIB2 TUBB4B TYRO3 UBE2V1 VEGFA VPS36 ZBTB40 MODULE_57 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_57 BUB1 BUB1B BUB3 CCNA1 CCNA2 CCNB1 CCNB2 CCND2 CCND3 CCNE1 CCNE2 CDC20 CDC25A CDC25B CDC25C CDC45 CDC6 CDC7 CDK1 CDK2 CDK4 CDK6 CDKN1A CDKN2A CHEK1 CHEK2 DBF4 E2F1 E2F3 E2F5 ESPL1 HDAC1 HDAC2 MAD1L1 MAD2L1 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MDM2 ORC1 ORC2 ORC3 PCNA PKMYT1 PLK1 PRKDC PTTG1 PTTG2 SMAD3 SMC1A TFDP1 TP53 WEE1 MODULE_571 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_571 ACVRL1 ALPG AQP1 ATXN3 BHMT COL4A4 DPYS DRD1 ELMO1 EPHB1 GPR18 GRK5 HCAR1 PTPN21 RORA MODULE_573 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_573 AKR1C2 ALOX5AP AMBP CDKN1A CDKN1C CDKN2A CDKN2C CDKN3 GADD45A GMNN HSP90B1 KAT2B LCN2 MYC PPBP RLBP1 SESN2 SLC25A16 SLC2A3 SLC2A5 TBRG4 TNC UCP1 UCP2 VWF MODULE_575 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_575 ADORA3 C5 C7 C8B EDNRA GZMA GZMB GZMH GZMM LYZ MMD PRF1 MODULE_576 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_576 ACACB ACTA1 ADA ALG12 ATG5 AUP1 BMP2 CBY1 CC2D2A CCDC88A CCN3 CD14 CDC42SE2 CHORDC1 CKB CLIC4 COL16A1 CRNKL1 CTNNAL1 DBNDD1 DHODH DLK1 DLL1 DPAGT1 EID1 ELL EXOSC4 FKBP1B FOXS1 GABRA2 GATM GC GLRX H3-3B H4C14 HGD HYOU1 IL1R1 KDM5D KLHDC10 KLK6 KPTN LAMTOR1 LEAP2 LHX2 LIMCH1 LIMS3 LSM14A LYN MARCKS MARF1 ME2 MECP2 MGAT3 MKNK2 MLF1 MPPE1 MTMR2 MYH11 MYLK2 MYO1C NF2 NINJ1 NNMT NNT NUP54 NXN OXR1 PCGF3 PDGFRA PFDN4 PLAUR PLPBP PNLIP PPP2R5C PPP2R5D PPP4R1 PRDM1 PRSS3 PTBP1 PTMA RHAG RNASEH2C RNF11 RNF4 RPLP2 SARM1 SETDB1 SLC20A1 SLC25A1 SLC25A16 SLC25A37 SLC9A1 SMYD5 SRP14 SSR3 TAGLN3 TBC1D2B TECPR2 TMEM97 TNFRSF14 TRAF6 TRIM4 TXNDC16 TYMP VASH2 WNT5B WWP1 ZNF217 ZNF667 MODULE_58 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_58 C1QA C1R C1S C2 C3 C4B C4BPA C4BPB C5 C6 C7 C8A C9 CD55 CFB CFH CFHR1 CFI CLU CR2 SERPING1 MODULE_59 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_59 BMP6 C3AR1 CA12 CASQ2 CYP2E1 FUT9 GPR183 HCG4 HSPB3 IL4 IL5RA ITPR2 KCNA3 MAGEA10 MAPK11 MSTN NFKBIE OLIG2 PPFIA2 RAPGEF4 RPGRIP1 SI SLC6A4 SRY SSX5 THOC5 TRPA1 MODULE_6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_6 AANAT ABLIM1 ACKR1 ACR ACTG2 ACTN1 ADGRG6 ADH1A ADH7 ADIRF ADM AEBP1 AGPAT2 AGR2 AHDC1 AKR1C1 AKR1C3 ALAS2 ALCAM ALDH1A1 ALDH1A3 ALDH3A1 ALDH3B1 ALOX15 ANK3 ANXA1 ANXA4 APOC4 APOD APRT AQP1 AQP3 AQP5 ARFIP2 ARHGDIG ARHGEF16 ASAH1 ATF3 ATP2A3 ATP9A AZGP1 BCL6 BIRC2 BMP1 C1S C2 CAV1 CCL15 CCL2 CCL5 CCL7 CCN1 CCND1 CD14 CD151 CD22 CD24 CD34 CD44 CD55 CD6 CD79A CDC42EP1 CDH1 CDKN1A CEACAM5 CEACAM6 CES1 CFB CFD CFH CFHR1 CH25H CHPF CHRNB1 CHST1 CITED2 CLDN10 CLDN3 CLDN4 CLDN5 CLDN7 CLEC3B CMAHP CNKSR1 CNN1 CNN3 COL1A2 COL2A1 COL6A1 COL6A2 COL6A3 COL9A3 COX7A1 CPD CPE CRABP1 CREB3L1 CRIM1 CRIP1 CRYAB CRYM CSTA CTSC CX3CL1 CXCL1 CXCL8 CXCR4 CYB5A CYB5R1 CYP1A1 CYP1B1 CYP2B6 CYP2F1 CYP4B1 DBP DDIT4 DDR1 DDT DEFB1 DENND2B DEPP1 DGKA DHRS1 DHRS3 DKK4 DMBT1 DNM2 DOK1 DPYSL3 DSP DTX4 DUSP5 DUSP6 ECHS1 ECI1 ECM2 EFNA1 EGFR EGR1 ELF3 ELL2 EMP3 ENG EPAS1 EPCAM EPHX1 ERBB3 ETS2 F3 FABP4 FAM107A FBLN1 FBLN2 FBP1 FCGBP FCGRT FGFR1 FGFR3 FKBP8 FLNA FMOD FN1 FOS FOSB FOSL2 FOXJ1 FUCA1 FUT6 FZR1 G0S2 GABRP GADD45B GAS1 GATM GCLC GDF15 GEM GNE GOLGA8A GPC3 GPNMB GPRC5A GPX2 GPX3 GRN GSTA4 GYG1 HAGH HES1 HLA-DMA HLA-DQB1 HLF HMGCS2 HOXB2 HSF1 HSPA2 HSPG2 ID2B IER3 IFI27 IGFBP2 IGFBP3 IGFBP4 IGFBP6 IGHG3 IGHM IL4R ITGA6 ITGA7 ITGB4 ITGB5 ITPR3 JCHAIN JUN JUNB KCNMB1 KCNN4 KCNQ1 KCTD17 KDM5C KLF5 KLK11 KRT14 KRT15 KRT18 KRT19 KRT4 KRT5 KRT7 LAMA5 LAMB2 LAPTM5 LCN2 LDLR LDOC1 LGALS9 LGMN LIMK2 LLGL2 LMO4 LRP1 LTBP1 LTF LUM LYN M6PR MAFF MAL MAOA MAP2K3 MAT1A MB MDK MEN1 MFAP4 MGLL MIA MSLN MSMB MTUS1 MUC1 MUC4 MUC5B MVP MXRA5 MYH11 MYH2 MYL2 MYL9 MYLK NCALD NHERF1 NME3 NNMT NOTCH3 NQO1 NR1D1 NR4A1 NUCB2 NUPR1 PCOLCE PDGFRB PDLIM4 PDXK PER1 PHLDA2 PI3 PIP PLA2G2A PLAAT4 PLEC PLIN1 PLK3 PLPP2 PPL PPP1R12B PPP1R15A PRB4 PROM1 PRR4 PRSS23 PRSS8 PSCA PTGDS PTP4A3 PTPN13 PTPRC PTPRK PTPRN2 PTPRU RAB31 RAC2 RARRES1 RARRES2 RBP4 RBPMS RGS1 RHOB RHOD RNASE1 RNASE4 RRAD RSRP1 S100A11 S100A2 S100A4 S100A8 S100A9 S100P SCGB1A1 SCNN1A SCP2 SDC1 SEC11A SELENOP SEPTIN10P1 SERPINA1 SERPINA3 SERPINB1 SERPINB3 SERPINB5 SERPINH1 SFRP1 SGCE SIX1 SLC12A2 SLC2A3 SLC39A6 SLIT2 SLPI SMTN SOD3 SOX10 SOX9 SPINK2 SPRY1 SRGN SRRM2 ST3GAL4 ST6GAL1 ST6GALNAC4 STAB1 STK39 SYNM TACSTD2 TCN1 TFAP2B TFF1 TFF3 TGFB3 TGFBI TGFBR2 TGM2 TIMP3 TLE2 TM4SF1 TMED3 TMEM63A TNC TNFAIP2 TNFAIP3 TNFRSF10B TNFRSF1B TNFRSF25 TNFSF10 TNNC2 TNXB TP63 TPM1 TPM2 TPSAB1 TRIM16 TRIM2 TRIM29 TRPM2 TSPAN1 TSPAN3 TSPAN8 TSPYL2 TTLL12 UBXN1 UGDH UPK1B VEGFA VSIG4 VWF WDR7 WFDC2 WWTR1 ZIC2 ZMYM3 ZYX MODULE_60 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_60 AAK1 AANAT ABCA1 ABLIM3 ACAA1 ACKR1 ACKR2 ACOT2 ACR ACTC1 ADGRE5 ADH1A ADIRF AGPAT2 AGT AKR1C1 ALAS1 ALDH4A1 ALDOB AMT APOC1 APOC4 APOD APOE APRT AQP1 AQP3 AQP7 ARFRP1 ARHGEF16 ASCC2 ATP6V0A1 BCAM BCKDHA BCKDK BDH1 BLVRB BMERB1 BRD4 C1QB C2 CA4 CACNB1 CARD10 CCL2 CCL21 CCL5 CCN5 CCND1 CCND2 CCR1 CD14 CD151 CD34 CD37 CD3E CD52 CD79A CD8A CD8B CDA CDC42EP1 CDH16 CDH2 CDH5 CDK18 CDK5R1 CDKN1A CELSR3 CES1 CFAP410 CFD CFP CHPF CHRNB1 CITED2 CKM CLDN5 CLDN9 CLEC3B CLN3 CNKSR1 COL15A1 COL1A2 COL2A1 COL6A1 COL6A2 CORO1A COX6A2 COX7A1 CRABP1 CREBZF CRIP1 CRYAB CRYBA4 CRYM CSRP3 CST7 CTF1 CYB5R1 CYP2A6 DDIT4 DDT DEFA3 DELE1 DENND2B DEPP1 DHRS2 DHRS3 DKK4 DLEC1 DLK1 DMTN DNM2 DOK1 DPP6 DPYSL4 ECE1 ECHS1 ECI1 EDC4 EEF1A2 EFNA2 EIF4EBP1 ELAC2 ELN EMP3 ENG ENTREP1 EPAS1 EPHX1 EPOR ESRRA ETFB FAM107A FBLN2 FCER1G FCGRT FDXR FEV FEZ1 FGFR1 FGR FHIT FHL2 FKBP8 FN1 FPR2 FSTL3 FXYD1 FZR1 G0S2 GAA GALR3 GAS1 GATD3 GBF1 GDPD5 GJA4 GMPR GNG7 GOT1 GPA33 GPNMB GPSM3 GPX3 GRN GSTM1 GSTT1 GTPBP1 GYG1 H2BC21 HAGH HBEGF HCLS1 HLA-DMA HLA-DQB1 HMOX1 HPGD HSD17B1 HSF1 HSPB2 HSPG2 HTR4 HTR6 HYAL1 HYI ICAM3 ICMT IER3 IFFO1 IFI27 IFI35 IGF1 IGF2 IGFBP2 IGFBP4 IGFBP6 IGHG3 IGHM IL32 INHBC ISG15 ITGA10 ITGA7 ITGB4 ITGB5 ITGB7 ITPR2 IVD JADE2 JAK3 KCNA5 KCND3 KCNH2 KCNJ4 KCNMB1 KDM5C KLHDC3 KYAT1 LAIR1 LAMB2 LARGE1 LCK LDAF1 LGALS9 LGMN LLGL2 LPL LRRC32 LSP1 LST1 LTB LTBR LY6G6C M6PR MAN2B1 MAN2C1 MAOB MAP2K3 MAPK8IP3 MAPKAPK3 MAPRE2 MB MCM2 MCRS1 MEF2D MFAP4 MICAL2 MPG MTHFR MYH11 MYL2 MYL9 MYOG MYOM1 NAPA NDUFB7 NECAB3 NECTIN2 NEURL1 NFKBIL1 NHERF1 NKG7 NME3 NNMT NOTCH3 NR1D1 NR4A1 NR5A1 NRTN NTNG1 OGG1 PARD6A PBX1 PCBD1 PCBP4 PCOLCE PDE2A PDGFRA PDGFRB PDK2 PDLIM5 PDXK PER1 PGAM2 PIK3C2B PKD1 PKMYT1 PKN1 PLAAT3 PLAAT4 PLAU PLEC PLEKHO2 PLIN1 PLK3 PLXND1 PNRC1 POLA2 POLD2 POLR2J POMZP3 PPP1R12B PPP1R15A PPP1R1A PPP2R5D PPP6R2 PRELID3A PRF1 PRG2 PSG7 PSMB10 PTGDS PTGIS PTP4A3 PTPRCAP QSOX1 RAC2 RAMP1 RAMP2 RARRES2 RBMS3 RBPMS RGL2 RGS3 RHBDL1 RHOB RHOD RNASE1 RNF167 ROR2 RPS26 RRAD S100A11 S100A4 S1PR4 SBNO2 SCAMP5 SCN1B SCN4A SEMA3F SERPINH1 SIPA1 SLC29A1 SLC2A1 SLC4A3 SLC6A8 SLIT2 SMAGP SMARCD3 SMTN SNCG SOD3 SORBS2 SPIB SPTB SRPK3 SRPX ST3GAL4 ST6GALNAC4 STAB1 STOML1 SVIL TACC2 TAF1 TAFAZZIN TAP1 TBX1 TBX19 TBX5 TCF7 TFAP2B TFF3 TGFB1 TGFBI TGFBR2 TGM2 THRA TIMM17B TIMP3 TJP1 TLE2 TM7SF2 TNFAIP2 TNFRSF13B TNFRSF14 TNFRSF1B TNNC1 TNNT3 TNXB TOB2 TOM1 TP53I11 TPM2 TPSAB1 TRANK1 TRAPPC6A TRIB1 TRIM16 TRPM2 TSPAN7 TST TTLL12 TUB TXN2 TYMP TYR UBE2L6 UBXN1 VAMP5 VEGFA VSIG4 VTN VWF WAS WFS1 WT1-AS ZIC2 ZKSCAN3 ZKSCAN7 ZYX MODULE_61 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_61 ADK ADSL ANGPT2 ANKRD6 APEX1 ATP5PF BLMH BZW1 C1QBP CDK4 CSE1L CTPS1 CYP2B6 EIF1AX EIF3B FBXO5 GADD45A GART HDAC2 HDDC2 HDGF HSP90AA1 IMPDH2 MB MECOM MIF MMP12 MYC NDUFB7 NME2 NT5C2 ODC1 PAICS PANX2 PCDH1 PDXP PPP2CA PRMT1 RAN RCC1 RPA3 SHMT2 SLC25A5 SUMO1 TOP1 TUBA1A TUBA1B ULBP2 UMPS YWHAE MODULE_62 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_62 ABCF1 ATP2C1 ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5PD ATP5PF ATP5PO ATP6AP1 ATP6V0A1 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0E1 ATP6V1B2 ATP6V1D ATP6V1E1 ATP6V1F ATP6V1G1 ATP6V1H COX11 COX17 COX4I1 COX5A COX5B COX6A1 COX6B1 COX6C COX7A1 COX7A2 COX7B COX7C COX8A CYC1 CYCS MAOB NDUFA1 NDUFA2 NDUFA3 NDUFA4 NDUFA5 NDUFA6 NDUFA7 NDUFA9 NDUFAB1 NDUFB1 NDUFB10 NDUFB3 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFC1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS8 NDUFV1 NDUFV2 PPA1 SDHA SDHB SDHC SDHD SLC25A3 SLC25A4 SLC25A5 SLC39A6 SLC9A6 SURF1 TIMM17B TOMM20 UCP1 UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRH UQCRQ MODULE_63 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_63 ADCYAP1R1 ADGRE1 ADRB2 ANPEP AQP4 AQP6 AQP7 AQP9 AR ASGR1 ASGR2 ASIC1 AXL BMPR1B BTN1A1 CACNG1 CD180 CD2 CD80 CD86 CHRM1 CHRNA2 CHRNA3 CHRNA4 CHRNA7 CHRNB1 CHRNB3 CHRNB4 CHRNE CLCN2 CLCN5 CLCNKA CLCNKB CLIC2 CNGA1 CNGA3 CNTFR CNTNAP1 CRLF1 CSF2RA CSF2RB CSF3R CYBB DDR2 EPHA2 EPHA4 EPHA7 EPHB1 EPHB2 EPHB6 ERBB2 ERBB4 FCAR FCER1A FCER2 FCGR1A FCGR2A FCGR3A FCGR3B FCGRT FGFR1 FGFR2 FGFR3 FOLR1 FOLR2 FOLR3 FPR1 FXYD1 FXYD2 GABRA2 GABRB3 GABRD GABRG2 GABRG3 GABRP GABRR1 GFRA1 GFRA2 GFRA3 GHR GJA1 GJA5 GJB1 GJB2 GJC2 GLRA1 GLRA2 GLRA3 GLYAT GPA33 GPR65 GPR75 GPRC5A GPRC5B GRIK1 GRIK3 GRIN1 HBEGF HYAL2 IFNGR1 IL10RA IL12RB2 IL13RA1 IL13RA2 IL1R2 IL2RA IL2RB IL2RG IL3RA IL4R IL6R IL6ST IL7R ITGA2B ITGA3 ITGA9 ITGAL ITGAM ITGAX ITGB2 ITGB5 ITGB7 ITGB8 ITPR2 KCNA1 KCNA4 KCNA6 KCNB2 KCNC3 KCNC4 KCNE1 KCNH2 KCNJ11 KCNJ12 KCNJ2 KCNJ8 KCNK1 KCNK3 KCNK5 KCNMB1 KCNN4 KCNQ3 KDELR3 KDR KIR2DL3 KIR3DL1 KIT KLRC4 KLRK1 LIFR LILRA2 LILRA3 LILRB2 LILRB4 LRP1 LRP2 MAL MERTK MLC1 MRC1 MS4A2 MST1R NPR3 NPY2R NRP1 NTRK2 OLR1 P2RX1 P2RX3 P2RX7 P2RY2 PDGFRA PDGFRB PDGFRL PLA2R1 PRLR PTK7 PTPRF PTPRK PTPRM PTPRN PTPRN2 PTPRO PTPRS RAMP1 ROS1 RYR1 S1PR2 SCN2B SCN7A SCN9A SCNN1A SEMA4D SHROOM2 TACSTD2 TEK TGFBR1 TGFBR3 TGFBRAP1 TIE1 TNFRSF10A TNFRSF11B TNFRSF13B TNFRSF17 TNFRSF1B TNFRSF21 TNFRSF25 TNFRSF4 TNFSF11 TRPM2 UNC13B MODULE_64 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_64 ABCA1 ACKR1 ACKR2 ADAM9 ADAMDEC1 ADGRE1 ADM ADORA1 ADRA2A ADRA2B ADRB2 AGRP AGT AGTR1 AHR AKAP12 ANPEP ANXA1 APOB APOE APOH AQP1 AQP3 AQP5 AQP7 AQP8 AQP9 AREG ART1 ART3 ASGR1 ASGR2 ASIC2 ATP4A ATP7B AVPR1A AVPR1B AXL B2M BDKRB2 BMP2 BPI BST2 C3 C3AR1 C5AR1 C9 CACNG1 CALCRL CAMK4 CAV1 CCK CCKAR CCKBR CCL1 CCL11 CCL13 CCL14 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL23 CCL3 CCL4 CCL7 CCL8 CCN3 CCR1 CCR2 CCR5 CCR8 CCR9 CD14 CD163 CD19 CD1C CD2 CD22 CD247 CD300C CD37 CD3D CD3E CD3G CD4 CD40 CD5 CD53 CD55 CD5L CD6 CD63 CD69 CD79A CD79B CD82 CD83 CD86 CD8A CD8B CD9 CD96 CDK5R1 CDKN1A CEACAM1 CEACAM4 CFI CGA CHRNA2 CHRNA4 CHRNA7 CHRNB1 CHRNB3 CHRNB4 CHRND CHRNE CILP CLCNKA CLDN1 CLDN10 CLDN4 CLEC2B CNR1 CNR2 CNTFR CNTN2 CNTNAP1 CR2 CRHR2 CRLF1 CSF1 CSF2RA CSF2RB CSF3 CSF3R CSH2 CX3CL1 CX3CR1 CXCL1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL14 CXCL2 CXCL8 CXCL9 CXCR4 CXCR5 CXCR6 DAPK1 DDR2 DRD3 DUSP2 DUSP5 DUSP6 DYRK3 ECM2 EDN3 EDNRA EDNRB EFNA3 EFNA4 EFNA5 EFNB1 ENPEP EPHA2 EPHA4 EPHA7 EPHB1 EPHB6 EPOR EREG EVI2A F3 FADS2 FAS FASLG FAT1 FCER1A FCER1G FCER2 FCGR1A FCGR2A FCGR3A FCGRT FGF6 FGF7 FGFR1 FGFR2 FGR FLT1 FLT3 FOLR1 FOLR2 FOLR3 FPR1 FPR2 FRZB FXYD1 FXYD2 FXYD3 GABRB3 GABRE GABRG3 GABRP GABRR1 GALR3 GAST GFRA3 GHR GHRHR GJA1 GLRA1 GLRA2 GLYAT GNA15 GNG11 GP1BB GP5 GP9 GPA33 GPLD1 GPM6A GPR182 GPR183 GPR3 GPR39 GPR65 GPRC5A GPRC5B GRB14 GRIK1 GRK5 GRM2 GRN GRPR GUCY2F GYPB GYPC GYPE HAS2 HAS3 HBEGF HCAR3 HK3 HLA-A HLA-C HLA-DMB HLA-DOA HLA-DRA HLA-DRB5 HPN HPS1 HTR2A HTR2B HTR3A HTR4 HTR6 HTR7 ICAM1 ICAM3 ICAM4 IFITM1 IFNG IFNGR1 IGF1 IGF2 IGSF6 IL10RA IL11 IL13RA2 IL15 IL15RA IL17A IL18R1 IL1A IL1B IL1R1 IL1RAP IL24 IL27RA IL2RB IL2RG IL3RA IL4R IL6 IL6R IL6ST IL7R IL9 INHBA IRAG2 ITGA10 ITGA2B ITGA3 ITGAL ITGAM ITGAX ITGB2 ITGB5 ITGB7 JAG1 JAM2 KCNC3 KCND3 KCNH2 KCNJ2 KCNJ4 KCNJ6 KCNK1 KCNK3 KCNN1 KCNN4 KCNQ3 KIR2DL4 KIR3DL1 KIT KLRC1 KLRK1 LAG3 LANCL1 LAPTM5 LAT LCK LDLR LEPR LGALS3 LGALS3BP LIF LILRA1 LILRA2 LILRB2 LILRB3 LPAR1 LPAR6 LRRC32 LSP1 LTA LTB LY6E MAK MAL MAP3K8 MAPK4 MCAM MEP1A MLANA MMP14 MPZL1 MRC1 MS4A1 MS4A2 MST1R MUC1 MUSK MYLK NAMPT NCKAP1L NEO1 NGF NGFR NKG7 NPR3 NPY NPY1R NR0B2 NR4A2 NRG1 NRP1 NTRK1 NTS NTSR2 OGN OLR1 OPRK1 OSM OXT OXTR P2RX1 P2RX7 P2RY10 P2RY14 PDGFB PDGFRA PDGFRL PDK4 PDPN PDYN PENK PF4 PFKFB1 PFKFB3 PFKFB4 PGLYRP1 PIGR PLAUR PLPP2 PPARA PPBP PRB4 PRKCH PRKCQ PRKD1 PROM1 PRPH2 PRSS12 PTAFR PTGIR PTH1R PTH2R PTPRC PTPRD PTPRE PTPRH PTPRM PTPRN PTPRO PTPRR PTPRS PYY RAMP3 RARB RGS13 RGS16 RGS2 RGS4 RGS5 RHAG RHBDL1 RNASEL ROR1 ROR2 RORA RRH RXRA RYR1 S100A6 S100A9 S1PR4 SCGB1A1 SCN7A SCNN1A SELL SEMA4D SFRP4 SH2D1A SKAP1 SLA SLAMF1 SLC10A1 SLC12A3 SLC13A2 SLC15A2 SLC16A2 SLC16A3 SLC16A4 SLC17A3 SLC18A2 SLC18A3 SLC1A6 SLC22A4 SLC22A6 SLC29A2 SLC34A1 SLC4A1 SLC4A3 SLC4A4 SLC6A1 SLC6A11 SLC6A2 SLC6A3 SLC6A4 SLC6A7 SPN SSTR2 STAT1 STAT2 STAT4 STC1 STOM TACR3 TACSTD2 TEK TGFA THBD TIRAP TLR1 TLR2 TLR3 TM4SF5 TMPRSS2 TNC TNFRSF10C TNFRSF11B TNFRSF13B TNFRSF1B TNFRSF21 TNFRSF25 TNFSF10 TNFSF12 TNFSF14 TNFSF4 TPO TRPM2 TSPAN4 TSPAN7 TSPAN8 TYROBP UNC13B VAMP1 VIPR1 WNT2 XCL1 MODULE_65 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_65 ADCY8 ADM GUCY1A2 GUCY1B1 GUCY2C GUCY2D GUCY2F NPR1 NPR2 PDE5A MODULE_66 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_66 AAK1 AANAT ABAT ABCA3 ABCC5 ABCC8 ABLIM1 ABLIM3 ACD ACSL1 ACSL6 ACTL6B ADH1A ADIRF AGT AHDC1 AKR1C1 ALB ALCAM ALDH1A1 ALDH1A3 ALDH4A1 ALDH7A1 AMPH AMT ANGPT1 ANK3 ANOS1 APBA2 APBB1 APC2 APLP1 APOC1 APOC4 APOD APOE AQP1 AQP4 ARC ARHGDIG ARHGEF4 ARMCX2 ARNT2 ASIC1 ATOSB ATP1B1 ATP1B2 ATP2B1 ATP2B2 ATP6V0A1 ATP6V1D ATP6V1G2 ATP9A B4GAT1 BAIAP3 BCAS1 BCL11A BCL9 BICD1 BIN1 BMERB1 BRD4 BTBD3 C1QB C3 CA11 CA12 CA2 CABP1 CACNA1A CACNA2D2 CACNB3 CACNG3 CADM1 CALB1 CALB2 CAPN3 CARTPT CBLN1 CBR1 CBX6 CCK CCND2 CD24 CDH11 CDH18 CDH2 CDH22 CDH4 CDK18 CDKN1A CEL CELF2 CELSR3 CEP135 CFAP410 CGA CHGA CHGB CHL1 CHN2 CHRNB1 CHST1 CHST15 CITED1 CKB CKMT1B CLDN10 CLDN5 CLEC3B CLIP3 CNP CNTNAP2 COL6A2 COL9A2 COL9A3 CORO1A CORT COX7A1 CPE CRABP1 CRMP1 CRYAB CRYM CSH2 CSPG5 CSRP2 CTSF CUL9 CX3CR1 CYB5R1 DBN1 DBP DCLK1 DCX DDX17 DDX3Y DGCR2 DIRAS3 DKK4 DLG4 DLK1 DMBT1 DNAJB2 DNM1 DPP6 DPYSL3 DPYSL4 DTNB DUSP5 DUSP8 DVL1 DYNC1I1 EDA EDNRB EEF1A2 EFNA2 EFNB3 EFS ELAC2 ELAVL2 ELAVL4 ELF3 ELMO1 ENO2 ENPP2 EPAS1 EPB41L3 EPHA4 EPHX1 EPN2 EVI2A EXD2 F3 FABP7 FADS2 FAM107A FAM131A FAT1 FAT2 FBXL7 FEV FEZ1 FGB FGF9 FGFR1 FGFR2 FGFR3 FKBP1B FOLR2 FOS FOXG1 FOXO4 FRZB FXYD1 FZD7 FZR1 GABBR1 GABBR2 GABRB3 GABRG2 GAD1 GADD45G GAL GALR3 GAP43 GATM GBF1 GET1 GFAP GFPT2 GJA1 GJB1 GLRB GNAO1 GNG12 GNG4 GNG7 GPC3 GPM6A GPRASP1 GPRC5B GPX3 GRIA2 GRIK1 GRIK5 GRIN1 GSTA4 GSTM1 GUCY1B1 H2BC21 HAGH HBB HMOX1 HPR HRAS HSPA13 HSPA2 HTR4 HTRA1 IFI27 IFIT1 IGFBP2 IGFBP3 IGFBP6 INHBB INPP1 INSIG1 INSM1 IQSEC1 ITGA6 ITGA7 ITM2A ITPKA ITPR1 KAT6B KCNA5 KCNJ4 KCNK1 KCTD17 KHDRBS3 KIF21B KIF3A KIF5C KLHDC3 KLK6 KMT2A KRT4 KRT86 KYAT1 L1CAM LAMA2 LARGE1 LDB2 LDOC1 LGR5 LHB LHX2 LIPA LMO2 LMO4 LPL LY6H LZTS3 MACIR MAGI2 MAL MAOA MAOB MAP2 MAP7 MAPK10 MAPK8IP2 MAPK8IP3 MAPRE2 MAPT MAT1A MBP MDK MEF2C MEGF9 MEIS2 MLC1 MLLT11 MPP3 MT1G MTHFR MTMR9 MTSS1 MTUS1 MXD4 MYH11 MYLK MYO10 MYRF NAB2 NAP1L3 NCALD NCAM1 NCAN NEBL NECAB3 NECAP1 NEFL NEFM NEO1 NEURL1 NFYC NHERF1 NID2 NNAT NOVA1 NOVA2 NPTX1 NPY NR1D1 NR4A1 NRG2 NRGN NRXN1 NTRK2 NUPR1 OLFM1 OMG ORM2 PALM PARD6A PARM1 PAX4 PAX6 PCBP4 PCDH9 PCK1 PCP4 PCSK1 PDE2A PDE4B PDE8B PDGFRA PEG10 PENK PER1 PFKFB4 PHLDA1 PHYHIP PITPNB PKD1 PKIA PLAAT3 PLCB1 PLCB2 PLCH2 PLEKHB1 PLP1 PLXNA2 PLXNB1 POLR2J POMZP3 PPL PPP3CA PPP4R2 PRAME PRB4 PRKACB PRKCB PRKCZ PRPF19 PRPF6 PRSS2 PSD PSG7 PSPHP1 PTGDS PTK2B PTN PTP4A3 PTPRD PTPRN PTPRN2 PTPRO PTPRZ1 QDPR QPCT RAB11B RAB31 RAC3 RALGPS1 RASL10A RASSF2 RBMS3 RBP1 RCAN2 RELN RGS1 RGS4 RGS5 RGS7 RHBDL1 RHOB RIMS2 RIMS3 RNASE1 RND1 RND3 RNF144A ROR1 RPH3A RPS4Y1 RSBN1 RTN1 RUNDC3A RUNX1T1 RYR3 S100B SCAMP5 SCG2 SCG5 SCHIP1 SCN1B SCN2B SCO2 SCRN1 SELENOP SEPTIN5 SERPINA1 SERPINA3 SERPINI1 SETBP1 SFRP1 SGCE SH3BGR SH3GL3 SIX6 SLC17A7 SLC1A3 SLC1A6 SLC22A18AS SLC23A2 SLC2A3 SLC39A6 SLC6A3 SLIT1 SMARCD3 SNAP25 SNAP91 SNCB SNCG SNPH SNRK SOD3 SORBS2 SOX10 SOX4 SOX9 SPARCL1 SPHK2 SPOCK1 SPOCK2 SPP1 SPTBN2 SRPX SST SSTR2 ST18 ST3GAL5 ST6GALNAC4 STAT2 STK39 STMN1 STMN2 STOML1 STX1A STXBP1 SULT4A1 SV2A SV2B SYNE1 SYNGR1 SYT1 SYT5 TACC2 TAGLN3 TBC1D9 TBR1 TCEAL4 TENM4 TF TFAP2B THBS2 THBS4 THRA TIMM17B TIMP3 TLE1 TLE2 TM7SF2 TMCC2 TMEM47 TMSB15A TMX4 TNC TNF TRIM2 TRIM23 TRIM9 TRO TRPC4AP TRPM2 TSPAN7 TSPAN8 TSPYL2 TSPYL4 TUBGCP4 TUSC3 TYRO3 UBE2D1 UBL3 UBXN1 UCHL1 VCAN VGF VSNL1 WASF3 WDR7 WFDC2 WIF1 ZBTB16 ZBTB18 ZBTB20 ZIC1 ZIC2 MODULE_67 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_67 ABTB2 ACAP3 ACBD6 ACVR2A ADAM3A ADAMTS12 AK3 AKAP9 ANG ANKRD11 AOX2P AP5B1 APOO ARAP2 ARID1B ARMC2 BBS7 BIN2 BMX BSPRY BTRC BUB1 BVES CA10 CARD18 CARD9 CCDC7 CCDC88C CDC27 CES3 CFAP92 CHRFAM7A CITED4 CLEC1B CNNM3 COPS4 COX4I1 CPNE4 CRCT1 CSPG5 CTNNAL1 CYP2C9 DACT1 DARS2 DENND1B DNAH11 DRC7 DROSHA DYNC1I2 EDDM3B EFCAB6 EGFL8 ELAC1 ELL2 ELMOD1 ERVMER34-1 ERVW-1 ETV5 EXO1 EYA4 FAM181A FAM50B FAU FBXL12 FBXL4 FBXO27 FBXO4 FBXO42 FGFBP2 FJX1 FKBPL FLRT2 GAS8 GIPC2 GK2 GPN1 GRIA4 GTPBP6 HAND2 HAO1 HDDC2 HEATR3 HERC5 HOXB6 HSDL2 HYDIN IFT80 ILRUN INIP IQCH JCAD KCND1 KCNJ16 KCNK4 KIAA1210 KIF26B KLF1 KLHL4 KMT5AP1 KRBOX1 KREMEN1 KYAT1 LINC00112 LINC00520 LMAN1L LRP1B LRRC3 MAGEL2 MALL MAP3K21 MAP4K1 MED23 MLANA MOCS3 MXD3 NDUFAF5 NEK1 NIPSNAP3A NMNAT2 NOL4L NOL8 NOL9 NR2E1 NRXN1 NRXN2 NTF3 NTN4 OGFOD3 OLIG2 PADI2 PAPOLG PARD6A PARP9 PCDHA9 PCSK5 PDGFD PDZD2 PEX5L PLEKHG4 POGLUT2 POLI POLR2L PPFIA1 PPP1R17 PPP2R2D PPP2R3A PUS1 PXMP2 PYCR3 QTRT1 RAB11FIP1 RAB9B RAC3 RAVER1 RGP1 RGS18 RHOU RLN1 RND2 ROPN1 RPRM RPS13 RRP15 RSRC1 RUNX1T1 RXYLT1 SCYL2 SGCD SH3BP1 SIRPG SLAMF9 SMG1 SNAP91 SOX21 SPPL3 SPTA1 SPTBN4 SPZ1 SQLE SSH1 STAC SYAP1 SYCP1 TAT TEKT3 TF TFPI TIMM13 TMEM140 TMEM241 TP73-AS1 TRAF3IP3 TRIM62 TRPM1 TTC29 TTF1 UACA UBA6 ULK4 USP24 UVSSA VANGL1 VPS13D VRK1 WHAMM ZBTB32 ZC2HC1C ZFP14 ZFPM2 ZKSCAN7 ZMYM6 ZMYND15 ZNF107 ZNF112 ZNF137P ZNF273 ZNF318 ZNF385D ZNF431 ZNF471 ZNF483 ZNF638 ZNF652 ZNF667 ZRSR2P1 ZSCAN31 MODULE_68 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_68 DRD2 DSP INA KRT1 KRT13 KRT14 KRT15 KRT16 KRT17 KRT18 KRT19 KRT2 KRT32 KRT33B KRT35 KRT4 KRT5 KRT6A KRT6B KRT7 KRT8 KRT85 KRT86 NEFL SPRR1B VIM MODULE_69 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_69 AASS ABCC1 ABHD17C ABI3 ABL2 ACKR1 ACSBG1 ACTR6 ACVR1 ADIPOR2 AGAP2 AKAP8L ALDH1B1 ALDOA ALG6 AMIGO1 AMOTL2 AMZ2 ANKRD1 ANKRD13A APTX ARHGAP15 ARHGAP45 ARID5A ART3 ASXL2 ATG16L1 ATG2A ATG4D ATP8A2 ATRN ATXN7 AURKAIP1 BAG3 BAIAP3 BARD1 BASP1 BCL2L13 BCL2L14 BCR BEGAIN BEND5 BFSP2-AS1 BHLHE40 BHMT2 BMX BPIFA1 BPIFB2 BPTF BRAP BRIP1 BSDC1 BTN2A1 C17orf75 C19orf73 C1orf116 C21orf62 CAAP1 CACNA2D3 CAMKV CAND1 CAPRIN1 CCAR2 CCBE1 CCDC102A CCDC134 CCDC81 CCDC85C CCDC90B CCL13 CCL19 CCNG1 CCNH CCNL1 CD1A CD1D CD302 CD8A CD9 CDH13 CDH22 CDH4 CDH5 CDK11A CDK16 CEBPZ CELF2 CELP CENPK CEP162 CEP55 CHAF1A CHD1 CHD9 CHL1 CHST1 CHST9 CIP2A CITED2 CLCF1 CLEC2B CLUH CMTM6 CNKSR2 COCH COL6A3 COPE COQ8A CORIN CPNE1 CSF1 CST1 CTSZ CUL9 CXCL8 CYP1A1 CYP2A7 CYP2B7P CYP2C9 CYP2E1 CYYR1 DCANP1 DCLK1 DCTN3 DCX DDX11 DDX17 DDX60 DES DEXI DHODH DHRS12 DIAPH2 DIO3 DIRAS2 DNAAF4 DNAJC12 DPYD DYNC2LI1 DZIP3 EARS2 EDN1 EDNRB EEF1D EFCC1 EGFR EGLN1 EIF2B4 ELAC1 ELMO1 ELOB ELOVL2 ELSPBP1 ENPP1 EPHA7 EPS15L1 ERLIN2 ERMN ERVMER34-1 ESPN EYA3 F3 FABP2 FAF1 FAM220A FAR2 FBXO11 FBXW4 FEM1C FGD6 FGFR2 FGFR3 FLJ13224 FMN1 FNBP4 FOS FOSL2 FPR2 FURIN GABPB1-IT1 GALNT3 GATA3 GEMIN4 GEMIN7 GGA2 GJA1 GJA5 GJC2 GLB1L GLT8D1 GOLGA4 GPATCH3 GPR137B GPR68 GPSM3 GREB1 GSTM1 GSTM4 GSTZ1 HACD1 HBE1 HINT3 HIVEP2 HMGN5 HNRNPDL HNRNPU HOXC4 HS1BP3 HSD17B12 HYAL2 IFI27 IFT80 IGKC IL18R1 IL1A IL1R2 IL1RL1 ILRUN IMMT INIP INO80B IPCEF1 ISCU ISYNA1 ITGA4 ITGA8 ITGAM ITGB5 ITK ITM2C IWS1 KAT2B KATNAL1 KATNIP KCNE4 KDM4D KDM5B KIAA1522 KIAA2013 KIF18A KLF13 KLHL36 KLHL4 KLHL41 KRT19 LAIR1 LAMB3 LANCL2 LARP1 LDAH LEPROTL1 LHPP LINC00160 LMO7 LMTK3 LRP3 LRRC19 LRRC4C LY86 LYL1 MAGED4B MAGEL2 MAP1S MAP4 MAP6D1 MAPK4 MAPKBP1 MBD5 MCMBP MCTS1 MED12L MED14 MED25 METTL22 MICALL1 MICB MMP14 MMP7 MOB4 MOCOS MORC3 MPRIP MREG MRPL18 MRPL27 MRPL36 MRPL47 MRPS15 MST1R MSX1 MTMR12 MTTP MXRA8 MYBL2 MYEF2 MYH1 MYL12A NACAD NANS NCOA7 NDRG2 NECAP2 NEIL1 NELFB NEPRO NFIL3 NGF NME1 NMNAT1 NMT1 NOL7 NOP53 NPY1R NR2E1 NRL NSUN3 NUP54 NUP58 NUTM2F NXF1 NXPH4 OBSCN OR2A1 OR7E12P OSBPL9 OTOR OXGR1 P4HTM PAPOLA PARS2 PAWR PCDHB7 PCED1B PCGF1 PCSK5 PDCD2L PDCD5 PDCD6 PDE4D PGLYRP2 PHAX PHF3 PHIP PI4K2B PIF1 PIKFYVE PIP4K2C PITPNC1 PKIA PLA2G2A PLAAT4 PLEKHF2 PLEKHG1 PLEKHM2 PLGLB2 PLIN1 PNMA8A PNPLA2 POGLUT2 POLDIP3 PORCN POU6F2 PPIL2 PPP1CB PPP1R14D PPP4R2 PRDM1 PRDM8 PROM1 PRPF38B PRPF39 PTGS2 PTPRF PTPRT PTPRZ1 PTX3 PYCR3 PYGB QKI QSER1 RABGAP1 RALGPS2 RARB RBAK RBM7 REPIN1 RERE REV3L RFC2 RFX7 RHPN1 RNASEL RNF103 RNF220 RPRM RRAGD RXRA S100A5 SARAF SATB1 SAV1 SCARA3 SCD SDC3 SELE SELP SENP1 SEPTIN2 SF3A1 SFT2D3 SH2B3 SH3BP2 SIAH1 SIPA1L3 SLAMF7 SLC11A2 SLC17A8 SLC19A1 SLC22A3 SLC25A27 SLC26A8 SLC43A1 SLC5A4 SLC9A6 SLITRK1 SLMAP SLX4 SMAD3 SMG7 SNRNP25 SNTB2 SNX5 SOAT2 SOX1 SOX21 SOX6 SP140L SPAG9 SPNS1 SRSF5 SSBP4 STAMBPL1 STAT3 STAT5A STRIP2 STRN SUGP2 SURF6 SV2B SYCP2 TAL1 TBC1D8B TBC1D9 TDP1 TESPA1 TFAP4 THEG THUMPD1 TIMELESS TIMP4 TLN1 TMED3 TMEM120A TMEM121B TMEM144 TMEM161A TMEM248 TMEM250 TMEM62 TMEM97 TMLHE TNFRSF13C TNFRSF17 TNFSF4 TOR4A TP53 TRABD TRAF3 TRIM14 TRIM48 TRIM7 TRMT6 TSC22D3 TSLP TTF2 TTYH2 TUBA4A TYMP UBE2J1 UFL1 UFSP2 UGCG UNC79 USP30 USP36 USP6 UTP11 VAV1 VEGFC VIT WDR19 WDR25 WDR46 WRNIP1 WSB2 XPO4 XRN2 YWHAB ZBTB5 ZBTB7A ZCCHC4 ZFP41 ZGRF1 ZKSCAN7 ZMAT4 ZMYM5 ZMYM6 ZNF106 ZNF117 ZNF143 ZNF202 ZNF264 ZNF292 ZNF318 ZNF566 ZNF638 MODULE_7 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_7 ABCA1 ABCB9 ACTL6B ADA ADAM20 ADGRL3 ADRA1B AGPS AGXT AHSG AKAP7 ALOX12 ALOX12B ALOX15 ALPI AMMECR1 ARFGAP3 ARID1A ARID3A ARL4A ASIP ATOSB ATP6V1G2 B3GNT3 BARX2 BNIP1 BRME1 CACNB1 CACYBP CAPN3 CASP2 CBL CBLN1 CCL16 CCNF CD4 CD6 CD72 CD86 CD8A CDK13 CDK5R2 CEACAM4 CELA2B CELSR2 CEP250 CHP1 CHP2 CHST1 CNTN6 COL19A1 COX6A2 CRABP1 CSNK2A1 CSTF2 CSTF3 CTAG1B CYP27B1 CYP2A6 CYP2A7 CYP2D6 CYP2E1 DCAF7 DCBLD2 DDX18 DOK1 DPYSL4 DUS4L DVL1 DYRK2 EDA EFNA5 EIF1AY ELK3 ERCC8 EXOSC2 FAM131B FAM13A FARP2 FCGBP FKBP6 FMO5 FUT3 GAD2 GGA2 GIP GLE1 GNG4 GNG7 GP9 GPSM3 GREM1 GRK3 GTF2H3 H3C6 HCRT HOXB7 HOXC11 HOXD10 HOXD13 HOXD4 HPGD HPR HPS1 HSF2 HTR2A HTR4 HTR7 IKZF1 IL1RL1 INTS9 ISG20L2 ITIH1 ITIH4 KIAA0586 KIF20B KRT32 KRT33B KRT6A LEFTY1 LOX LRP6 MACIR MAGEA4 MAGEC1 MAGI1 MAPK13 MEF2C MET MLANA MLC1 MLLT1 MPP3 MPZ MPZL2 MSL3 MYBPC2 MYCBP MYCL MYH2 N4BP2L1 NAT8 NDRG2 NECTIN1 NELFA NEMF NMB NPR1 NR0B2 NRG2 NRXN1 NSG1 NTNG1 NTRK1 NUDT1 OAS2 OGG1 PARD3 PARP2 PAX3 PAX6 PDCD1 PGAM2 PHF20 PHKG1 PIAS1 PIGL PIK3IP1 PIK3R2 PIK3R3 PIM2 PLIN1 PLXNA3 POLA1 POM121L9P POU6F1 PPP3CA PPT2 PRG2 PRL PTH2R PTPRD PZP RANBP9 RASL10A RBMXL2 RCE1 REG1B REL REPS2 RNF216 RRH RUNDC3A SCYL3 SEMA7A SHBG SIX6 SKI SLA SLC17A3 SLC18A1 SLC22A18AS SLC4A1 SLC7A11 SMAGP SNAP25 SOX10 SP140 SPINK2 SPN SPTB SRPK3 SSX4 STAT4 STATH SYT5 TAGLN3 TBR1 TBX1 TBXT TCL1A TDO2 TFAP2B THRA TJP1 TNFRSF10D TRIM10 TRIM16 TRIM21 TRIP13 TTC22 VAV2 WASF2 ZBTB24 ZBTB7A ZC3H14 ZNF143 ZP2 MODULE_70 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_70 ACE ADGRE1 ALDH3A1 BDKRB2 BMP1 CDKL1 COL9A3 CSPG4 DBN1 DEFB4A DSG2 ESS2 GAS6 GET3 KCNK1 KIR3DL1 KLK6 LAMA2 LILRB1 LTBR MAP4K2 MYOM1 MZF1 NCBP1 NDN OGG1 PDE1B PFKL PIR PTGS1 RAD9A RFC5 ROR2 S100A3 SCN5A SH3GL2 SLC11A1 SLC25A1 SMAD3 TBL3 TMED1 TRIM21 TRPC1 MODULE_71 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_71 ABCC3 ABCG1 AKR1C4 LTBP2 SLC10A1 SLC10A2 SLC12A2 SLC13A2 SLC16A1 SLC16A2 SLC16A3 SLC16A4 SLC16A5 SLC16A8 SLC1A6 SLC22A4 SLC26A3 SLC7A2 SLC7A5 SLC9A6 SLCO1A2 XK MODULE_72 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_72 ABCD3 ABHD2 ABLIM1 ACD ADIPOR2 AEBP1 AIMP2 AKAP12 AKAP3 ALDH1A1 APBB3 APOE APOM ARL4A ARPP19 ATP6V0D1 BIRC2 BRD8 BTG3 BUD23 C1S C5orf15 C7 CADM1 CALB2 CAV1 CBX1 CBX3 CCHCR1 CCNA1 CCNB2 CCP110 CDC20 CDC34 CDH2 CDK16 CDKN3 CDR2 CEBPZ CFAP410 CFD CHGA CHN1 CHPF CITED1 CKAP5 CKS2 CLEC3B COL15A1 COL1A2 COL6A2 COPB1 COPS2 COPS3 COPS5 CPE CREM CRIM1 CSE1L CSNK2A1 CXADR CYB5R1 DAP3 DDX1 DDX39A DDX3Y DDX42 DENND2B DGUOK DHX30 DHX9 DLK1 DLX4 DNAJB2 DNALI1 DNM2 DNMT1 DYRK1A ECHS1 EEF1E1 ELAC2 ELAVL2 ENG ENPP2 EPB41L3 EWSR1 EXD2 FADS1 FAT1 FBLN2 FGFR1 FHL2 FKBP8 FLNA FOXG1 FOXJ3 FSTL3 GATM GCC2 GET1 GFPT1 GJA1 GMPS GOLGA8A GPRC5B GSTA4 GSTM1 GTF2A2 GTF2E2 GTF3C1 GYG1 H2BC12 HAGH HDDC2 HMGXB4 HMOX2 HNRNPA0 HOPX HPRT1 HSF1 HSF2 HSPA2 IFI27 IGFBP2 IGFBP4 IK IMMT INHBB INTS1 IP6K1 ITGA6 ITPR3 JARID2 KATNB1 KCTD17 KDM1A KDM5B KHDRBS3 KIF2C KIF5C KLHDC3 LPAR2 LRPAP1 LSM14A LSM3 MAGEA4 MAPK6 MAPK8IP3 MAPRE1 MCM2 MCM6 MDM1 METAP1 MFAP2 MICAL2 MOK MPI MRPL3 MRPL47 MSI1 MSMO1 MTMR6 MYH11 MYL6B MYL9 MYLK NAE1 NECAB3 NEK2 NFE2L2 NFKBIB NSF NUP93 OAZ2 OR7E12P PAICS PAIP1 PARP2 PCNA PCOLCE PCYT2 PDGFRB PEG10 PEG3 PENK PIK3R3 PKMYT1 PLAAT3 PLCG1 PLK1 PLP1 POLE3 POLRMT POMZP3 PPP2R5D PPP4R1 PRAME PRB4 PRKCI PRPF6 PRPSAP1 PSMA3 PSMA4 PSMC2 PSMD14 PSMD4 PSMG1 PTGDS PTN PTOV1 PTPN12 PTTG1 QSOX1 RAB11A RAB11FIP5 RAB31 RANGAP1 RASSF2 RBBP4 RBCK1 RBMXL2 RBP1 RCN2 RNF167 RNF4 RO60 SAC3D1 SAFB2 SCCPDH SCP2 SEC24C SEPTIN6 SERPINH1 SF3A1 SF3A2 SFRP1 SGCE SLBP SLC16A3 SLC1A6 SLC2A5 SLC7A5 SMARCA1 SMARCA2 SMARCA4 SMC3 SNRPA1 SNRPB2 SNRPC SNRPF SNW1 SOD3 SOX9 SP3 SPINK2 SRP19 SRP54 SRRM2 SRSF2 SRSF5 SSBP1 STMN1 SUZ12 SYNGR4 TCEAL4 TCFL5 TFDP1 TFRC TLK1 TMED3 TMX4 TNPO1 TOMM34 TOP2A TPM1 TPM2 TPX2 TRAM2 TRIB2 TRIM16 TRIP12 TRIP13 TSC2 TSG101 TSPAN3 TSPYL2 TSPYL4 TTK TYMS TYRO3 UBE2M UBE2N UBE4A UBXN1 UGCG ULK1 USP9X UTP18 WDR45B WFS1 YPEL1 ZBTB18 ZBTB20 ZCCHC14 ZIC2 ZNHIT3 ZWINT ZYX MODULE_73 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_73 CSF2RB CXCR2 CXCR4 CXCR5 CXCR6 IL10RA IL13RA2 IL15RA IL18R1 IL1R1 IL1R2 IL1RAP IL1RL1 IL2RA IL2RB IL2RG IL3RA IL4R IL6R IL7R MYD88 TLR1 TLR2 MODULE_75 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_75 ADA ADM ADORA2A ADRA2A AGRP AHR AIF1 AIM2 AIRE AKR1C3 ALCAM APOE AQP9 AREG ARHGDIB AZGP1 B2M BATF BCAT1 BCL6 BPI BST1 BST2 BTG1 BTG2 C1QA C1R C1S C2 C3 C3AR1 C4B C4BPA C4BPB C5 C5AR1 C6 C7 C8A C8B C8G C9 CAMP CAPG CCL1 CCL11 CCL13 CCL14 CCL15 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL23 CCL3 CCL4 CCL7 CCL8 CCN1 CCN2 CCR1 CCR2 CCR5 CCR9 CD101 CD14 CD19 CD1C CD2 CD22 CD24 CD247 CD27 CD300C CD3D CD3G CD4 CD48 CD5 CD53 CD55 CD59 CD5L CD6 CD69 CD72 CD79A CD79B CD81 CD83 CD86 CD8A CD8B CDK5R1 CDKN1A CEACAM1 CEBPE CES1 CFB CFH CFHR1 CFI CFP CHIT1 CHRM3 CLC CLEC2B CLU CNR2 CR1 CR2 CREG1 CRIP1 CRLF1 CSF1 CSF2RB CSF3 CSF3R CSRP2 CST7 CTSC CTSG CTSS CX3CL1 CX3CR1 CXCL1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL14 CXCL2 CXCL5 CXCL6 CXCL8 CXCL9 CXCR2 CXCR4 CYBB DAB2 DAPK1 DEFA5 DEFB1 DEFB4A DNAJC3 DPP4 DYRK3 EDN1 EDNRA EGF EGR4 EMP1 EMP2 EMP3 ENDOG ENPEP EPHA2 EPHX1 EPHX2 EPS8 ERBB2 EREG ERG ETS1 EVI2A F2 F3 F8 FAS FASLG FCER1A FCER1G FCGR2A FCGR3A FCGR3B FCGRT FCN1 FCN2 FGA FGB FGF6 FGF7 FGG FGR FLT3 FN1 FYB1 FYN GALR3 GAS6 GATA3 GBP1 GBP2 GBX2 GCG GEM GLYAT GMFG GNLY GPR183 GPR65 GPX1 GPX2 GPX3 GRK1 GRN GSTA3 GZMA H1-2 HBEGF HFE HLA-A HLA-B HLA-C HLA-DMB HLA-DOA HLA-DRA HLA-DRB5 HLA-F HLA-G HP IFI27 IFI44 IFIT1 IFIT5 IFITM1 IFITM2 IFITM3 IFNGR1 IGF1 IGF2 IGLL1 IGSF6 IL11 IL15 IL15RA IL16 IL18 IL18R1 IL1A IL1B IL1R1 IL1RAP IL24 IL27RA IL2RB IL2RG IL3RA IL4R IL6 IL6R IL6ST IL7R IL9 INSIG1 IRF1 IRF7 IRF8 ISG15 ISG20 ITGB2 ITK KCNN4 KIR2DL4 KIR3DL1 KLF6 KLRA1P KLRC1 KLRK1 LAMP3 LAT LBP LCK LCP2 LGALS3BP LIF LILRA1 LILRA2 LILRB1 LILRB2 LILRB3 LILRB4 LILRB5 LRP1 LSP1 LST1 LTA LTB LTBR LTF LY6E LY6H LY86 MAD1L1 MAP3K8 MDK MGST2 MGST3 MIA MNDA MPO MS4A1 MS4A2 MST1R MTHFR MX1 MX2 MXD1 MYC MYLK NAB2 NAMPT NCF1C NCF2 NCF4 NFKBIA NPY NPY1R NQO1 NR4A2 NRP1 OAS1 OASL ORM1 ORM2 OSM OSMR P4HA2 PAX5 PDCD1 PDGFA PDGFB PDGFRA PF4 PGLYRP1 PPBP PRF1 PRG2 PSMB9 PSPHP1 PSTPIP1 PTAFR PTGER4 PTMS PTN PYY RAG1 REG1B RNASE6 RUNX3 S100B SAA1 SELENOP SELL SELP SEMA3C SEMA4D SERPINF1 SERPING1 SFN SFTPD SH2B2 SH2D1A SKAP1 SLAMF1 SNN SPOCK1 ST6GAL1 STAT1 STAT3 STAT5A TACSTD2 TEK TFF1 TFF3 TGFA TGFBI THPO TIMP1 TIRAP TLR1 TLR2 TNFRSF13B TNFSF10 TNFSF11 TNFSF12 TNFSF14 TPSAB1 TYROBP UBD UMOD VIPR1 VTN XCL1 ZEB1 ZFP36L2 MODULE_76 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_76 ABCF1 ADORA1 ADORA2A AGER AIF1 ALOX15 ALOX5 ALOX5AP ANXA1 AOAH AOC3 AOX1 BCL6 BDKRB2 C3 C3AR1 C4B C5 CCL11 CCL13 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL23 CCL3 CCL4 CCL7 CCL8 CCR1 CCR2 CCR5 CD14 CD40 CEBPB CX3CL1 CXCL1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL14 CXCL2 CXCL5 CXCL6 CXCL8 CXCL9 CXCR2 CXCR4 CYBB FN1 FOS FPR1 FPR2 IL1A IL1B IL1R1 IL1RAP IL9 LY75 LY86 LYZ MGLL NFATC4 NFKB1 NMI ORM1 PLA2G7 PTAFR PTGS2 PTX3 S100A12 S100A9 SAA1 TIRAP TLR1 TLR2 TLR3 TPST1 MODULE_77 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_77 N6AMT1 NDUFA1 NDUFA2 NDUFA3 NDUFA4 NDUFA5 NDUFA7 NDUFA9 NDUFAB1 NDUFB1 NDUFB10 NDUFB3 NDUFB5 NDUFB7 NDUFB8 NDUFC1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS8 NDUFV1 NDUFV2 PRMT1 UQCRB UQCRC1 UQCRC2 MODULE_78 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_78 ALDH4A1 ALDH6A1 AMT ASPA ASS1 CAD FAH GAMT GATM GCH1 GCSH GOT1 GOT2 GSTZ1 HPD MTHFD1 OAT PAH PTS QDPR MODULE_79 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_79 A2M AIF1 APOL3 BBS2 C3AR1 CCL11 CCL14 CCL18 CCL2 CCL21 CCL5 CCN1 CCND2 CCR1 CCR2 CCR5 CD14 CD151 CD63 CDH13 CEBPD CPM CSF1R CTSB CTSL CXCL12 CXCL9 CXCR6 CYBB CYP1B1 CYP27A1 DAB2 DAPK1 DCTN3 DES DLC1 EARS2 FADS1 FAP FCER1G FCGR1A FCGR2A FN1 FPR1 FTH1 FTL GAS6 GATA6 GBP1 GBP2 GJB1 GNLY GPX1 GZMK HBA2 HLA-DOA IER3 IFI30 IFITM1 IFITM2 IFITM3 IL1R1 IL2RB IL32 ITGB2 ITGB5 KCTD12 LAG3 LGMN LMO2 LYZ MAPK12 MGLL MMP1 MMP2 MMP9 MYLK NXPH3 PCDH9 PDGFRA PDGFRB PLPP3 S100A4 SLC1A1 SPARC SRRM2 TBC1D8B THBS1 TIMP1 TIMP2 TIMP3 TNFAIP6 TNFSF13 TYROBP VCAM1 VIM VMP1 VWF ZNF347 MODULE_8 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_8 ABCC6 ABCD3 ABCF1 ACAT2 ACBD3 ACSL3 ACTN1 ACTR2 ADAM9 ADIPOR2 ADNP ADSL AGL AGT AHCY AHR AIMP2 AK2 ALB ALCAM ALDH1A1 ALDH4A1 ALG8 ALPL AMBP ANXA3 ANXA4 APEX1 APOA1 APOB APOC1 APOE APOH APRT AREG ARFIP2 ARL4A ARPC1A ARPP19 ASGR1 ASGR2 ASNS ATP13A3 ATP6V1D AURKB BAMBI BIRC2 BLOC1S1 BMI1 BOP1 BTBD3 BUB1B BYSL C5 CAD CALU CAV1 CBX1 CBX3 CCL20 CCN1 CCNA2 CCNB1 CCNB2 CCT6A CD151 CD24 CDC123 CDC20 CDC42EP1 CDH2 CDK1 CDK2 CDKN2A CDKN3 CDV3 CEBPG CENPF CHAF1A CHKA CKAP5 CKS2 CLN3 CLPP CNN3 COL5A2 COPB1 COPS2 COPS3 COPS5 COX11 COX7B CPD CRIM1 CSE1L CSRP2 CTCF CTSC CXADR CXCL1 CXCL8 CYB5A CYP1A1 DAP3 DBN1 DCAF11 DDT DDX17 DDX21 DDX39A DDX42 DECR1 DEFB1 DHX9 DNM2 DNMT1 DNPH1 DPM1 DSP DTYMK DUSP6 DYNLT3 E2F3 E2F5 EBP ECHS1 ECI1 EEF1E1 EHBP1 EIF3I EIF4EBP1 ELOVL2 ENPP2 EPCAM EPHA2 EPS8 ETFA ETFB F2 FADD FADS1 FAT1 FDPS FEN1 FGB FGFR3 FILIP1L FN1 FOXM1 FXYD2 GALNT1 GC GCH1 GCHFR GDF15 GET1 GGH GJA1 GJB1 GMFB GMPS GOT1 GPC3 GRSF1 GSPT1 GTF2A2 GTF2E2 GYG1 H2AC16 H4C3 HAT1 HDDC2 HMGA2 HMGCR HNRNPA0 HPN HPRT1 HSD17B10 HTATIP2 IARS2 ID2B IER3 IGF2 IGF2BP3 IL1RAP IL32 IL4R ILF3 IMMT IPO5 IPO7 IQGAP2 ITGA6 ITGB5 ITIH2 ITPA ITPR3 JUNB KIF21B KLF10 KRT18 KRT19 LAD1 LDLR LIF LMNB1 LMNB2 LPGAT1 LRPAP1 LRPPRC LSM1 LSM3 LSM7 LYRM1 MAD2L1 MAD2L1BP MAOB MAP2K3 MAP4K4 MAPK6 MAPRE1 MARF1 MBD4 MCM2 MCM3 MCM6 MCM7 MDK MEST METAP1 MFAP2 MMD MRPL12 MRPL3 MRPL40 MSH2 MSH6 MTHFS MYC MYL6B MYO1B NDUFA9 NDUFB7 NDUFS2 NDUFS6 NFE2L2 NHERF1 NHP2 NOLC1 NRIP1 NTS NUDT1 NUP153 NUP205 NUPR1 NUTF2 OCLN ORM2 PAH PAICS PAIP1 PARP2 PCLAF PCNA PDCD10 PDIA4 PDS5A PEG10 PEPD PES1 PHLDA2 PIGC PLCB1 PLIN2 PLK1 PLOD2 PNP POLD2 POLE3 POLR2K PON2 PRKDC PROM1 PRPSAP1 PSMA3 PSMA4 PSMB7 PSMC2 PSMC4 PSMC6 PSMD14 PSMD4 PSMD7 PSPH PSPHP1 PTP4A1 PTPN12 PTPRK PTS PTTG1 PUM3 RAB11A RAB5C RABGGTB RARRES2 RBBP4 RBBP7 RBCK1 RBP1 RBP4 RCC1 RCN1 RCN2 RFC4 RGS2 RHOD RIDA RND3 RO60 RPA1 RPA3 RRM1 RRP1B RRP7A SC5D SCP2 SDC1 SDHB SEC11A SEC13 SEC23A SEC24C SELENOP SEMA6C SERPINA1 SERPINA6 SERPINH1 SGCE SHMT2 SLBP SLC11A2 SLC1A5 SLC25A1 SLC29A1 SLC30A9 SLC39A6 SLC39A7 SLC43A1 SLC4A2 SLC7A5 SMARCA4 SNRPB2 SNRPC SNRPD3 SNRPF SNU13 SORD SOX4 SP3 SQLE SRP19 SRP54 SRPK1 SRSF2 SRSF7 SSBP1 SSR1 ST6GAL1 STAU1 STK17A STMN1 SUZ12 TARBP2 TBCE TDG TFAP4 TFDP1 TFRC TGFBI TJP2 TK1 TLE1 TLK1 TM4SF1 TM4SF4 TMED3 TMED5 TMEM106C TMEM97 TMX1 TNFAIP8 TOP2A TOR1AIP1 TPM1 TPX2 TRIP13 TRIP6 TSG101 TSPAN3 TTK TXNDC9 TYMS UBD UBE2C UBE2E1 UBE2M UBE2N UBXN1 UCK2 UGDH UMPS UNG VBP1 VIL1 VTN WEE1 WTAP YWHAE ZMPSTE24 ZWINT ZYX MODULE_80 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_80 BDKRB2 CD4 CD8A CD8B CYP1B1 DDR2 DOK1 EDN2 EPHA2 EPHA4 EPHA7 EPHB1 EPHB2 EPHB3 EPHB4 EPHB6 ERBB2 FLT1 INSR KDR KIT MUSK NRTN NTRK2 PAX6 PDGFRA PDGFRB POU4F2 PTPRG ROR1 TEK TSPAN2 MODULE_81 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_81 BZW1 EIF1 EIF3C EIF3D EIF3E EIF3F EIF3G EIF3H EIF3I EIF4A1 EIF4A2 EIF4B EIF4EBP1 EIF4EBP2 EIF4G1 EIF4G2 EIF4H EIF5A EIF6 HSPB1 MODULE_82 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_82 CYB561D2 SUMO1 TSG101 UBA2 UBE2A UBE2B UBE2D1 UBE2D2 UBE2D3 UBE2E1 UBE2G1 UBE2H UBE2I UBE2K UBE2L6 UBE2M UBE2N UBE2S UBE2V1 UBE2V2 UBE3C UBE4A UBL4A UBR5 MODULE_83 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_83 ACAA1 ACADM ADIPOR2 ALDH9A1 ALDOA APRT ARHGDIA ARPC3 ATN1 ATP5IF1 ATP5MC2 ATP5ME ATP5MJ ATP5PO ATP6V0E1 B2M BBLN BCAP31 BLOC1S1 BTF3 BZW1 C1QBP CANX CAPNS1 CARD19 CARS1 CBX6 CCT3 CCT8 CD63 CDC123 CDC37 CDC40 CDIPT CHMP2A CIAO2A CNPY2 COX5B COX6A1 COX6B1 COX6C COX7A2 COX7B COX7C CTNNA1 DAD1 DAP DAP3 DDX3Y DNAJA1 DNPH1 DYNLL1 ECH1 ECI1 EEF1A1 EEF1A2 EEF1B2 EEF1D EEF1G EEF2 EIF1 EIF3C EIF3D EIF3E EIF3F EIF3G EIF3H EIF3I EIF3M EIF4A1 EIF4A3 EIF4B EIF4H EIF5A ELOB ELOC ERP29 EXOSC7 FAU FKBP2 FKBP4 GADD45G GLB1 GNAS GNG10 GRHPR GSN GTF2A2 HIGD2A HINT1 HLA-C HMGB1 HNRNPA1 HNRNPH1 HNRNPH2 HNRNPR HSBP1 HSPA8 HSPB1 IDH1 IER2 IMP3 IMPDH2 IPO7 KHDRBS1 KPNA2 KPNA4 KRT6A LBHD1 LDHA LDHB LSM5 MAGT1 MDH1 MOSPD1 MRPL21 MRPL30 MRPL33 MRPS18B MSI1 MTPN MYL12A MYL12B NACA NAP1L1 NCL NDUFA1 NDUFA13 NDUFAB1 NDUFAF7 NDUFB1 NDUFB7 NDUFS4 NDUFS5 NDUFV2 NME2 NME4 NPM1 NSA2 OAT P4HB PABPC1 PCBP1 PCBP2 PFDN5 PFN1 PHB2 PIH1D1 PKM PLA2G2A PLEKHF2 PNP POLR2G PPA1 PPIB PPP1CC PRDX1 PRDX5 PRDX6 PRELID1 PSMA1 PSMA2 PSMA3 PSMA4 PSMB1 PSMB3 PSMB4 PSMB5 PSMB7 PSMC2 PSMD1 PSMD10 PSMD6 PSMD8 PTMA RAB10 RAB11A RAB5C RACK1 RAMAC RAN RAP1B RBCK1 RBM3 RBM4 RBMS1 RETNLB RNASEH2C RPL10 RPL10A RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL23 RPL23A RPL24 RPL26 RPL27 RPL27A RPL28 RPL29 RPL3 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36A RPL36AL RPL37 RPL38 RPL39 RPL4 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPS10 RPS11 RPS12 RPS13 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS5 RPS8 RPS9 RPSA RRAGA RRP9 RSL24D1 SATB1 SCAND1 SDHB SEC13 SEC61B SEMG2 SERP1 SMARCC1 SNRPB SNRPB2 SNRPD2 SNRPE SNRPF SNRPG SOD1 SPG21 SRP14 SRP19 SRP9 SRPRA SRSF11 SRSF2 SRSF6 SRSF7 SSB SSBP1 STAU1 STMN1 STRAP SUB1 TGIF1 TIMMDC1 TIPIN TMED2 TMEM147 TMEM59 TMSB4X TPT1 TRA2B TSPYL1 TUBA3C UBA52 UBL5 UQCR11 UQCRB UQCRC2 UQCRH UQCRQ UXT VDAC1 WDR83 XPO1 YBX1 YME1L1 YWHAG ZFAND6 ZNF525 ZNHIT1 MODULE_84 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_84 A2M ABCA1 ACD ACKR1 ACP5 ACR ACSL1 ACTA2 ACTN1 ADAM19 ADAMTSL4 ADH1B ADIRF ADM AEBP1 AIF1 ALOX5 ALOX5AP ALPL AMELX ANKFY1 ANPEP ANXA1 AOAH AP1M1 APOC1 APOC2 APOC4 APOD APOE AQP1 AQP9 ARHGAP15 ARHGDIB ARHGDIG ARHGEF6 ATOSB ATP2A3 ATP4A B2M BAIAP3 BASP1 BCL2A1 BCL6 BIRC3 BMP1 C1QB C1QC C1S C2 C3AR1 C7 CA4 CADPS2 CAPG CASP1 CAV1 CCDC9 CCHCR1 CCL11 CCL15 CCL18 CCL19 CCL2 CCL21 CCL3 CCL4 CCL5 CCL7 CCND1 CCND2 CCNF CCR1 CD14 CD163 CD2 CD209 CD22 CD247 CD27 CD300A CD302 CD37 CD3D CD4 CD48 CD52 CD53 CD5L CD6 CD69 CD72 CD74 CD79A CD86 CD8A CD8B CDH1 CDKN1A CEACAM3 CELF2 CEP135 CES1 CFD CFP CHI3L2 CHIT1 CHST15 CLDN5 CLDN9 CLEC2B CLEC3B CNTN6 COL1A2 COL4A1 COL6A1 COL6A2 COL6A3 COMP COPE CORO1A COX7A1 CPVL CRABP1 CREG1 CRIM1 CRYAB CSF1R CSF3R CST7 CSTA CTSC CTSS CX3CR1 CXCL1 CXCL12 CXCL16 CXCL8 CXCL9 CXCR4 CYBA CYBB CYP1B1 CYP27A1 CYSTM1 CYTH4 DAB2 DBP DDIT4 DDX3Y DEF6 DEFA3 DEFB104A DGKA DHRS2 DHRS3 DKK4 DNASE1L3 DNM2 DOCK2 DPYD DUSP6 DVL1 ECE2 EDA EMP3 ENG ENPP1 ENTPD2 EPB41L3 EVI2A EVI2B EXOSC2 F13A1 FABP4 FADS1 FAM53B FCER1G FCGR2A FCGR2B FCGR3A FCGRT FCN1 FERMT3 FGFR1 FGL2 FGR FKBP5 FN1 FOLR2 FOXG1 FPR1 FPR2 FST GAS1 GBP1 GBP2 GCH1 GFPT2 GIMAP4 GJB1 GLRX GMEB1 GMFG GNA15 GNLY GPNMB GPR65 GPSM3 GPX3 GRN GSTM1 GZMA GZMB GZMK H2BC12 HBA2 HCK HCLS1 HK3 HLA-A HLA-C HLA-DMA HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB5 HSPA6 HSPG2 HTR4 ICAM1 ICAM3 ID2B IER3 IFI16 IFI27 IFI30 IFI35 IFI44 IFI44L IFIT1 IFNGR1 IGFBP2 IGFBP3 IGFBP4 IGFBP7 IGHG3 IGHM IGKC IGLJ3 IGSF6 IKBKG IKZF1 IL10RA IL1B IL1R1 IL1RAP IL1RN IL27RA IL2RB IL2RG IL32 IL3RA IL4R IL6 IL7R IRAG2 IRF1 IRF8 ISG15 ISG20 ITGA10 ITGA6 ITGAL ITGAM ITGB2 ITGB7 ITM2A ITPR1 ITPR3 JCHAIN JUNB KCNA5 KCND3 KCNQ3 KCTD17 KDM5D KIF21B KRT14 KRT15 KRT18 KRT19 KRT4 KRT5 KRT86 KYNU LAIR1 LAMA3 LAMP3 LAP3 LAPTM5 LCK LCP1 LCP2 LGALS3 LGALS9 LGMN LIF LILRA2 LILRA4 LILRB1 LILRB2 LILRB3 LIPA LMO2 LMO3 LMO4 LORICRIN LRCH4 LRIT1 LRRC32 LSP1 LST1 LTB LTBR LTC4S LTF LYN LYZ M6PR MAFB MAGI1 MAL MAN2B1 MARCO MARF1 MAT1A MB MDK MFAP2 MGLL MME MMP9 MNDA MPO MRC1 MS4A4A MS4A7 MSI1 MST1L MTUS1 MUC1 MX1 MX2 MYH11 MYL9 N4BP2L1 NAMPT NAPSA NCF1C NCF2 NCF4 NECTIN2 NGFR NHERF1 NINJ1 NKG7 NNAT NNMT NR0B2 NRG2 NRGN NUPR1 ODF1 OLAH OLFML2B OLR1 ORM2 PARP12 PARP14 PCOLCE PDE2A PDE4B PDGFRA PECAM1 PER1 PFKFB3 PI3 PIM2 PLA2G7 PLAAT4 PLAC8 PLAU PLBD1 PLEC PLEK PLEKHO1 PLEKHO2 PLIN2 PLSCR1 PNRC1 POMZP3 PPBP PPL PPP4R2 PRELID3A PRF1 PSD4 PSG7 PTGDS PTP4A3 PTPN7 PTPRC PTPRCAP PTPRE QPCT RAB31 RAB3IL1 RABL6 RAC2 RAMP2 RARRES2 RBM38 RBP1 RGL1 RGS1 RGS10 RHOH RNASE1 RNASE2 RNASE6 RUBCNL RUNX3 S100A11 S100A4 S100A8 S100A9 S100P S1PR4 SAMSN1 SASH3 SCN2B SDC1 SDS SECTM1 SELENOP SELL SELPLG SEMA4A SEMA4D SERPINA1 SERPINE1 SERPING1 SFTPC SIT1 SIX6 SLA SLAMF8 SLC15A2 SLC16A3 SLC22A18AS SLC25A39 SLC38A10 SLC40A1 SLC6A2 SLC7A11 SLC7A7 SLC7A8 SLCO2B1 SLPI SMTN SNCG SPIB SPP1 SPSB1 SRGN SRPX SRRM2 ST3GAL5 ST6GAL1 ST6GALNAC4 STAT1 STAT4 STK17B STMN1 STOM STX11 SYNE1 TACC2 TAGLN TAP1 TBC1D2B TBX1 TBXAS1 TCF7 TCL1A TDO2 TFF3 TGFBI TGFBR2 TGM2 THRA TIMP2 TLR1 TLR2 TNF TNFAIP2 TNFAIP3 TNFAIP6 TNFAIP8 TNFAIP8L2 TNFRSF10D TNFRSF13B TNFRSF1B TNFRSF25 TNFSF10 TNFSF12 TNXB TP63 TPO TRDD3 TRIB2 TRIM22 TRIM29 TRPV2 TSC22D3 TSPAN4 TSPAN7 TYMP TYROBP UBD UBE2D1 UBE2L6 UBXN1 VCAM1 VCAN VSIG4 VSIR VWF WNT10B ZBTB20 ZYX MODULE_85 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_85 ACVR2A AXL BMPR1B CSF2RA CSF2RB CSF3R DDR2 EFNA4 EFNB3 EPHA2 EPHA4 EPHA7 EPHB1 EPHB2 EPHB4 EPHB6 ERBB2 ERBB4 F3 FGFR1 FGFR2 FGFR3 FGFR4 IFNGR1 IL10RA IL13RA1 IL2RB IL2RG IL3RA IL4R IL6R IL7R KDR KIT LEPR MERTK MPL MST1R MUSK NRP1 PDGFRA PDGFRB PDGFRL PTK7 ROR1 ROR2 ROS1 RYK TEK TGFBR1 TIE1 MODULE_86 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_86 ARF1 ARF4 ARF5 ARF6 ARL1 ARL3 ARL4C CDC42 EIF2S3 EIF5 GBP1 GEM GNG10 GNL2 GSPT1 HRAS KRAS MX2 RAB10 RAB11A RAB1A RAB27A RAB29 RAB2A RAB31 RAB4B RAB5A RAB5C RAB8A RAC1 RALA RALB RAN RAP1A RAP1B RAP2A RHEB RHOH RHOQ RIT1 RRAGA RRAS TRIM23 MODULE_87 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_87 ARF1 ARF4 ARF5 ARL1 ARL2 ARL3 CDC42 EEF1A1 EEF2 EIF2B1 GEM GNA12 GNA13 GNAI3 GNAS GNG10 MTIF2 NRAS OPA1 PCK2 RAB11A RAB27A RAB2A RAB31 RAB33A RAB5A RAB5C RAB8A RALA RALB RAN RAP1A RAP1B RAP2A RHEB RHOH RIT1 RRAGA SCG5 SEPTIN6 SUCLG1 TRIM23 TUBA4A TUBB4B MODULE_88 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_88 AADAC AAK1 AANAT ABAT ABCA1 ABCA3 ABCC3 ABCC6 ABLIM1 ABLIM3 ACKR1 ACOX2 ACP5 ACR ACSL1 ACSL6 ACTN1 ADAM19 ADH1A ADH1B ADH1C ADIRF ADM ADRA2C AEBP1 AGR2 AGT AGXT AHSG AK4 AKR1C1 AKR1C3 AKR7A3 ALAS1 ALAS2 ALB ALDH1A1 ALDH1A3 ALDH1B1 ALDH1L1 ALDH3A2 ALDH4A1 ALDH7A1 ALDOB ALPL AMACR AMBP AMELX AMELY AMT AMY2B ANK3 ANPEP AOC1 APBB1 APCS APEX2 APLP1 APOA1 APOA4 APOB APOC1 APOC2 APOC4 APOD APOE APOH APOL1 APOM AQP1 AQP3 AQP5 AQP7 AQP8 AQP9 AR ARFGAP3 ARFIP2 ARG1 ARHGDIG ARL4A ASGR1 ASGR2 ASIP ATF5 ATOSB ATP11A ATP2A3 ATP4A ATP6V0A1 ATP9A AZGP1 BARX2 BBOX1 BCAM BCKDK BDH1 BLVRB BMP1 BMP10 BRD4 BSN C1QB C1S C2 C4BPA C4BPB C5 C6 C7 C8A C8B CA12 CA2 CA4 CADM1 CASP2 CAV1 CAV2 CBS CCHCR1 CCKAR CCL15 CCL2 CCL21 CCL7 CCN1 CCN5 CCND1 CCND2 CCNF CCR1 CD14 CD151 CD163 CD24 CD33 CD37 CD6 CD79A CDC20 CDC42EP1 CDH1 CDH16 CDH4 CDK18 CDK5R1 CDKN1A CDR2L CEACAM3 CEL CELA2B CEP135 CES1 CFAP410 CFB CFD CFH CFHR1 CFI CFP CHGA CHI3L2 CHRNB1 CHRNB4 CHST3 CITED2 CKS2 CLCNKA CLDN10 CLDN3 CLDN4 CLDN5 CLDN7 CLDN8 CLDN9 CLEC3B CNKSR1 COL18A1 COL1A1 COL1A2 COL2A1 COL3A1 COL4A1 COL5A2 COL6A1 COL6A2 COL6A3 COL7A1 COL9A1 CORO1A COX7A1 CP CPB2 CPE CPN2 CPS1 CRABP1 CREB3L1 CRIM1 CRLF1 CRYAA CRYAB CRYM CRYZ CSF3R CST1 CST7 CTSC CTSG CYB5A CYB5R1 CYP27A1 CYP2A7 CYP2B6 CYP2C19 CYP2C8 CYP2E1 CYP2F1 CYP2J2 CYP3A7 CYP4A11 CYP4B1 CYP4F12 DAO DBP DDC DDIT4 DDT DEFA3 DEFB1 DEPP1 DHRS1 DHRS2 DHRS3 DIO1 DKK4 DLC1 DLEC1 DLK1 DMBT1 DNAH3 DNAJB2 DNASE1 DNASE1L3 DNM2 DPH2 DPP4 DPYSL4 DRD2 DRD3 DSP DTNB DTX4 DUSP6 DVL1 ECE2 ECHS1 ECI1 ECM1 ECM2 EDA EFNA1 EFNA2 EFS EGFR EGR1 EIF4EBP1 ELAC2 ELAVL2 ELN EMP3 ENG ENPEP ENPP1 ENPP2 ENTPD2 EPAS1 EPB41L3 EPCAM EPHA2 EPHX1 EPHX2 EPOR ERBB3 ESR1 ETFB ETS2 ETV3 EXD2 F10 F12 F2 FABP1 FADS1 FADS2 FAM107A FAT1 FAT2 FBLN2 FBN2 FBP1 FBXL7 FCER1G FCGBP FCGRT FCN2 FETUB FEV FGA FGB FGFR1 FGFR2 FGFR3 FGFR4 FGL1 FKBP1B FLT1 FMO3 FMO4 FMO5 FN1 FOLR1 FOS FOXO4 FPR2 FST FSTL3 FURIN FXYD1 FXYD2 FZR1 G0S2 GADD45G GALNS GALR3 GAS1 GAS8 GATA1 GATA2 GATM GC GCG GCH1 GCHFR GDF15 GFPT2 GJB1 GLRB GLRX GLYAT GMPR GNE GNG12 GNG7 GNMT GOT1 GPA33 GPC3 GPNMB GPR17 GPR3 GPRC5B GPSM3 GPT GPX2 GPX3 GREM1 GRIK5 GRK1 GRM2 GRN GSTA2 GSTM1 GSTM5 GSTT1 GTSE1 GYPB H2BC12 H2BC21 H3C6 H4C3 HAAO HAP1 HBD HBEGF HBZ HCN3 HGD HLA-DMA HLA-DQB1 HMGCS2 HMOX1 HMOX2 HNF1B HOMER2 HOXB1 HOXB2 HP HPD HPGD HPN HPR HRG HSD11B1 HSD11B2 HSD17B1 HSD17B6 HSPA2 HSPA6 HSPBP1 HSPG2 HTR4 HYAL1 HYI ID2B IER3 IFI27 IFIT1 IGF1 IGF2 IGFBP1 IGFBP2 IGFBP3 IGFBP4 IGFBP6 IGHG3 IGHM IGSF1 IHH IKBKG IL1R1 IL1RN IL2RG IL32 IL4R IL7R INHBC INSIG1 IQGAP2 ISG15 ITGA10 ITGA2B ITGA3 ITGA5 ITGA6 ITGA7 ITGB5 ITIH1 ITIH2 ITIH3 ITIH4 ITM2A IVD IVL JAK3 JUNB KCNA5 KCND3 KCNMB1 KCNN4 KCNQ1 KCNQ3 KCTD17 KIAA0586 KIF21B KLHDC3 KLK11 KNG1 KRT14 KRT18 KRT19 KRT31 KRT4 KRT5 KRT7 KRT86 L1CAM LAIR1 LAMB2 LAPTM5 LBP LCAT LCE2B LCN2 LDLR LDOC1 LECT2 LEFTY1 LGALS4 LGMN LGR5 LIF LMO2 LPCAT1 LPL LRCH4 LRIT1 LRP3 LRRC32 LSP1 LST1 LTBR LTC4S LTF LY6D LY6G6C LYPD3 MAGI1 MAL MAOA MAOB MARF1 MAT1A MDK MEF2C MFAP2 MGLL MME MMP2 MPO MPPED1 MSLN MSMB MSMO1 MST1 MT1G MTHFR MUC1 MUC5B MYH11 MYH2 MYL9 MYLK MYOG MYRF N4BP2L1 NAAA NAT8 NCALD NCF1C NEBL NECAB3 NECTIN2 NEURL1 NFIL3 NFKBIB NFKBIL1 NGFR NHERF1 NME3 NNAT NNMT NQO1 NR0B2 NR2E3 NR4A1 NRG2 NRGN NRTN NTNG1 NUPR1 OCLN ODF1 ORM2 P4HA1 PAEP PAH PALM PAX4 PAX6 PAX7 PCBD1 PCK1 PCK2 PCLAF PCOLCE PDE2A PDE4C PDGFRA PDZK1IP1 PEG10 PEG3 PEPD PER1 PFKFB2 PFKFB3 PGAM2 PGC PHLDA1 PHLDA2 PHYH PHYHIP PIGO PIM2 PIP PLA2G2A PLAAT3 PLAT PLAU PLCB2 PLCH2 PLEC PLEKHO2 PLG PLIN2 PLK3 PLPP2 PNOC PNRC1 PON3 PPBP PPL PPP4R2 PRB4 PRELID3A PRF1 PRG2 PROC PROM1 PRR4 PRSS16 PRSS2 PRSS3 PRSS8 PSD PSD4 PSG7 PTGIS PTH1R PTN PTP4A3 PTPRCAP PTPRN PTPRN2 PTPRO PTTG1 QDPR QPCT RAB31 RAC2 RAC3 RAMP1 RAMP2 RARRES2 RBM38 RBMS3 RBMXL2 RBP1 RBP4 RCVRN RECQL5 REG1A REG1B REN RGN RGS10 RHBDL1 RHOB RHOD RIBC2 RIMS2 RNASE1 RNASE2 RNASE3 RNASE4 RND1 RNF167 RRP9 S100A11 S100A4 S100A8 S100A9 S1PR4 SBNO2 SCAMP5 SCG5 SCNN1A SCNN1B SCO2 SCP2 SDC1 SDS SELE SELENOP SEMA6C SERPINA1 SERPINA3 SERPINA4 SERPINA5 SERPINA6 SERPINC1 SERPIND1 SERPINE1 SERPINF2 SEZ6L SFRP1 SFTPC SGCE SHBG SHMT1 SIX6 SLC10A1 SLC16A4 SLC17A3 SLC17A7 SLC1A6 SLC22A1 SLC22A18AS SLC22A6 SLC29A2 SLC2A3 SLC37A4 SLC38A10 SLC43A1 SLC4A1 SLC4A4 SLC6A11 SLC6A2 SLC7A11 SLC7A4 SLC7A7 SLC7A8 SLCO2B1 SLPI SMAGP SMARCD3 SMOX SMTN SNAP25 SNCG SOD3 SORBS2 SORD SOX10 SOX9 SPINK1 SPP1 SPP2 SRGN SRPK3 SRPX SRRM2 SST SSTR2 ST6GAL1 ST6GALNAC4 STAB1 STARD5 STK39 STOML1 STX1A SV2A SYNGR4 SYNPO2L TACC2 TACSTD2 TBC1D2B TBCD TBR1 TBX1 TBX5 TBXT TCF7 TCL1A TCN2 TDO2 TFAP2A TFAP2B TFF3 TFR2 TGFBI TGM2 TGM4 THRA TIMM17B TIMP3 TLE2 TM4SF1 TM4SF4 TM4SF5 TM7SF2 TMEM97 TMSB4Y TNFRSF10B TNFRSF10C TNFRSF13B TNFRSF14 TNFRSF1B TNFRSF6B TNFSF10 TNNT3 TNXB TPM2 TRAPPC6A TRIB1 TRIM15 TRIM16 TRIM29 TRPC4AP TRPM2 TSPAN1 TSPAN7 TSPAN8 TULP1 TYR UBE2C UBE2L6 UBL3 UBXN1 UCN UGDH UGT2B15 UGT2B7 UMOD UNC13B VEGFA VGF VSIG4 VTN VWF WDR7 WFDC2 WNT10B WWC1 XDH XK XPNPEP2 YPEL1 ZBED4 ZBTB20 ZIC2 ZKSCAN3 ZYX MODULE_89 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_89 CENPA H1-0 H1-2 H1-6 H2AC18 H2AC6 H2AC8 H2AX H2AZ1 H2BC11 H2BC12 H2BC13 H2BC21 RBMXL2 MODULE_9 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_9 ACTN1 ADORA1 AHSG AK1 AKT1 ANKRD26 AQP2 ARHGAP45 ARSB ASAP3 BCAP29 BCAS1 CA4 CCHCR1 CD99L2 CDC14A CDX1 CECR2 CELA3A CNBD2 CYP2A7P1 DDA1 DDX39B DENND3 DHRS3 DMWD DNAJC10 DNAJC28 EDN2 EGF EIF4EBP1 ENTREP1 ETAA1 FAM234B FBXL5 FEZ2 FSTL4 GINS3 GIT2 GLT8D2 GPC5 GRB2 GSN H4C3 HAS2 HOOK1 HRAS HSPA8 HSPB2 HTR2B ICMT ID2B IL33 IRF4 KCNA4 KCNJ4 KIF3B LGMN LRRC37A MAP1A MAPK9 METTL16 MRPS31 N6AMT1 NAT8 NCF2 NFATC4 NOTCH1 NRP1 NTRK3 OPHN1 ORC6 PABPC3 PER1 PLA2G12B PLCD1 PLXDC2 POPDC2 PRRG3 PSCA RBM17 RBMS1 RFX7 RHOT1 ROBO1 SCAPER SCARA3 SFTPD SLC16A4 SNX8 SOX1 STAR STK25 SYN1 SYNGAP1 TBL3 TBX5 TCL6 TERT TEX14 TFPI TINCR TIRAP TMA7 TMEM231 TMEM30A TMEM40 TNNT1 TOX4 TRAPPC6A TSPAN8 TTI1 TXNDC12 VAMP5 VIL1 VPS45 VWF ZNF175 ZNF195 ZNF211 ZNF214 ZNF408 ZNF624 ZNF79 ZYG11B MODULE_90 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_90 CENPA CHAF1A CHAF1B H1-0 H1-1 H1-2 H1-6 H2AC18 H2AC6 H2AC8 H2AX H2AZ1 H2BC11 H2BC12 H2BC13 H2BC21 NAP1L3 MODULE_91 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_91 H2AZ1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMB1 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMC1 PSMC2 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 UBE2D2 UBE2D3 MODULE_92 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_92 ACSL1 ADM ADORA1 ADORA2A ADRA1D ADRA2B AGT AKR1C2 AMY2B AR AREG ARL4D ASIP BAIAP3 BMP2 BST2 C1QA CALCA CARTPT CCL11 CCL13 CCL15 CCL17 CCL18 CCL2 CCL20 CCL21 CCL22 CCL23 CCL3 CCL4 CCL7 CCL8 CCN5 CCR1 CCR5 CEACAM6 CGA CGB3 CHRNB1 CHRNB4 CHRNE CRB1 CSF3 CTSE CX3CL1 CXCL10 CXCL12 CXCL13 CXCL14 CXCL5 CXCL6 CXCL8 CXCL9 DLGAP1 EDN1 EDN2 EDN3 EFNA1 EFNB2 EFNB3 ENPEP EREG FABP1 FABP2 FASLG FAT1 FGF11 FGF4 FGF7 FGF9 FGFBP1 FURIN GJA1 GJB1 GJB2 GLUL GRAP2 GRB10 GRN IL11 IL15 IL18 IL1A IL1B IL3 IL6 IL9 INHBA INSL4 ISG15 LALBA LHB LIF LILRB2 LTB LTBP2 MDK MERTK NAMPT NCAM1 NEO1 NGF NMU NOS1 NPY NQO1 NRG2 NRP1 OSM PCDH1 PCSK1 PDGFA PENK PGC PPY PRSS2 PTGIR S100A6 S100A9 SCG2 SCTR SEMA3B SLC6A4 SNAP25 SNPH SST STATH STC1 STC2 STX1A TEK TFAP2C TFF1 TFF2 TFF3 TGFA TGFB3 TNFSF10 TNFSF9 TRH TSHB VIP VIPR1 WNT3A WNT4 WNT5A XCL1 ZYX MODULE_93 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_93 ABLIM1 ACADL ACADM ACADSB ACADVL ACOX1 ACOX2 ADH1A ADH1C ADH4 ADH7 AKR1A1 AKR1B1 AKR1C1 AKR1C2 AKR1C3 AKR7A2 AKR7A3 ALB ALDH1A1 ALDH1A3 ALDH1L1 ALDH3A1 ALDH3A2 ALDH3B1 ALDH4A1 ALDH5A1 ALDH6A1 ALDH7A1 ALDH9A1 ALOX15 ALOX15B ALOX5 AOC1 AOC3 AOX1 BBOX1 BCKDHA BCKDHB BLVRB CAT CBR1 CDO1 CH25H COMT COX5B COX6A1 COX6B1 COX6C COX7A1 COX7A2 COX7B COX7C CP CRYZ CYB5R3 CYBA CYC1 CYCS CYP11B2 CYP1A1 CYP1B1 CYP26A1 CYP27A1 CYP2B6 CYP2C19 CYP2C8 CYP2J2 CYP3A4 CYP3A5 CYP3A7 CYP4A11 CYP4B1 DAO DECR1 DHCR24 DHRS2 DHRS3 DIO1 DPYD EHHADH ERP29 ETFA ETFB FADS1 FADS2 FASN FMO3 FMO4 FMO5 GC GLRX GLUD1 GPX1 GPX2 GPX3 GPX4 GSTO1 GSTZ1 HAAO HADHA HADHB HMOX2 HNMT HPD HPGD HSD11B1 HSD17B10 HSD17B4 HSD17B6 HSD17B7 IDH1 IDH2 IDH3B IMPDH2 IVD LDHA MAOA MAOB MB MDH1 MGST3 MPO MSMO1 MTHFD1 NCF1C NCF2 NDUFA1 NDUFA2 NDUFA4 NDUFAB1 NDUFB1 NDUFB3 NDUFB7 NDUFB8 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS8 NDUFV1 NDUFV2 NQO1 NQO2 P4HB PAH PAM PBLD PDIA3 PDIA4 PHYH PLOD1 PLOD3 PRDX1 PRDX4 PRDX6 PTGIS PYCR1 QDPR QSOX1 SC5D SDHC SDHD SELENOW SIVA1 SOD1 SORD SPR SRD5A2 TBXAS1 TDO2 TP53I3 TTR TXN2 TXNDC12 UGDH UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 XDH MODULE_94 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_94 ABCA3 ABCC4 ABCF3 ABHD2 ACACB ACP5 ACSL4 ACVR2A ACY1 ADARB1 ADH1A ADM ADRA1D AGA AGAP1 AGXT AKAP7 ALDH3B2 ALOX15 ALPI AMELY AMPH ANAPC15 AOAH AOC1 AP3S2 APBA1 APBB1 APLP1 APOL1 AQP4 AQP8 AQP9 ARHGAP32 ARHGAP8 ARHGEF11 ARHGEF5 ARL4C ARMCX2 ARNT2 ASPH ATF3 ATP2B4 ATP7B B3GALT4 B4GAT1 BCAS1 BCL2A1 BIK BTNL3 C1R C4BPB C6 CABP1 CACNG3 CAPN3 CARD8 CAV1 CCK CCL17 CCL21 CCN3 CCNE1 CD1C CD48 CDC42EP2 CDH22 CDH5 CDKN1B CDON CDT1 CDX1 CELF2 CGB3 CH25H CHGA CHI3L1 CHL1 CHN2 CHPF CHRNB3 CILP CLEC10A CNTNAP2 COL2A1 COL5A2 COL7A1 COL9A2 CPLX2 CR2 CRELD1 CSTF2 CTSE CTSO CXCL10 CXCL13 CYP2C19 CYP2J2 DAPK1 DDT DDX42 DEFA5 DHODH DIO2 DLC1 DLK1 DRD4 DUSP2 DUSP4 DYNC2LI1 ECD EDA EFEMP2 EFNA4 EGR2 EGR3 ELAC2 ELL2 ELN EML2 ENPP2 ENTPD3 EPHB1 EPHB2 EPHX2 EPS8 EVI2A EXPH5 F12 F2RL1 FABP4 FARP2 FGF9 FGFBP1 FKBP6 FUT6 FYB1 GABRG2 GALNT10 GAP43 GART GATM GCGR GCLM GDPD5 GLI1 GLRA1 GNG12 GNL1 GPKOW GPR183 GPR20 GPRC5B GREB1 GRIK1 GRIK2 GRIN1 GSTZ1 GUCA2B H2BC11 HBB HBZ HES1 HLA-DOA HMGB3 HMOX1 HNF1B HOPX HOXB13 HOXB7 HRC HSD11B1 HSPBP1 HYAL1 ICA1 ICAM3 IER3 IGF1 IGFBP3 IGSF6 IL15RA IL1R1 IL27RA IL3 INPP4A INSM1 IRF8 ITGA2 ITGB4 ITGB7 ITPKA JUN KCNC3 KCNJ10 KCNQ1 KCNQ3 KDELR3 KEAP1 KIAA0040 KIT KLHDC3 KLHL25 KLRC2 KLRC3 KRT14 KRT18 KRTAP5-9 KYAT1 LAMB3 LDAF1 LHB LHX2 LILRA4 LY6H MAMLD1 MAOB MAP2K5 MAP3K13 ME1 MFGE8 MIR9-1HG MMP10 MOK MT1L MTMR11 MXD4 MYL4 MYOG MYOM1 NDN NELL1 NET1 NFKBIB NKX2-8 NKX3-1 NPAS1 NR2E3 NR2F6 NR4A2 NUP58 OLFM4 OPRK1 OVOL2 PACSIN2 PARD6A PCBP4 PCDH1 PCDHA9 PCP4 PCYT2 PDCD1 PDGFRA PDLIM4 PDLIM7 PEMT PEX14 PEX5 PFKL PITX1 PLA2G7 PLCH2 PLEKHA6 PLS1 PMEL PMVK PNOC POLR1C PPFIBP1 PPP2R3A PRKCQ PRLR PROCR PRSS2 PSEN2 PSMD13 PSMG1 PTH2R PTPN13 PTPRE PTPRO PUM3 QPRT RAB11B RAB40B RAB4B RAI14 RAPSN RASGRP1 RASL10A RBFOX2 RBMS3 RCC1 RECQL4 REG1B RFX2 RGS2 RIMS3 RNASE2 RND1 RNF40 ROR1 ROS1 RRH RRP9 RUNX1 RUNX1T1 RXRG RYR1 S100A1 SARDH SBNO2 SCG2 SCGB1A1 SCO2 SDS SELE SELENOP SELP SEPTIN5 SERPINI1 SETD2 SETD4 SH2B2 SH2D2A SIX6 SKAP1 SLC11A2 SLC22A18AS SLC25A16 SLC27A2 SLC49A3 SMARCD3 SNCB SOCS2 SPINK1 SPOCK1 SPRR1B STAT2 STEAP1 STMN2 SYMPK TARBP2 TBX5 TCN1 TEAD4 TEP1 TFF1 TFF3 TGFBR3 THBS4 TIMM17B TLE4 TNNT3 TOM1L1 TP53TG1 TPST1 TRH TRPC4AP TRPM2 TTLL1 TYRO3 TYRP1 UMOD URB2 VAV2 VDR VLDLR WFDC2 ZNF24 ZNF324 ZNF516 ZNF646 MODULE_95 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_95 ACBD6 ACE2 ACTN1 ACYP2 ADAM6 ADAMTS10 ADAMTS12 ADAMTS5 ADAMTS7 ADAMTSL1 ADARB2 ADAT3 ADORA1 ADPRHL1 AHSG AJAP1 AK1 AKAP4 AKR7A3 AKT1 ALKBH3 ANKRD26 ANKRD27 ANKZF1 ANO10 ANO3 APOBEC1 AQP2 ARHGAP45 ARHGEF25 ARMCX5 ARSB ART3 ASAP3 ASB12 ATP10D ATP2B3 AVIL BAAT BBOX1 BCAP29 BCAS1 BCAS4 BEND5 BEST3 BHMT BICD1 BLOC1S6 BMPR1B BORCS6 BORCS8-MEF2B BPESC1 BPIFA1 BSCL2 BSN BTBD8 BTC C11orf80 C21orf62 C22orf31 C2CD3 C4orf17 C8orf34 CA4 CABP5 CACNB4 CACNG4 CAPNS2 CAPZA2 CASR CCDC65 CCHCR1 CCL26 CCS CD5L CD72 CD99L2 CDC14A CDH10 CDKN2B CDO1 CDX1 CECR2 CELA2A CELA3A CELSR3 CFAP61 CHFR CHL1 CIRBP CLDN14 CLEC3A CNBD2 CNDP1 COBL COL20A1 COL4A4 CPA1 CPA6 CPED1 CPNE1 CRB1 CREB3L1 CRYGA CSMD3 CTPS2 CYP2E1 CYP39A1 DAO DDA1 DDIT4 DDN DDX39B DENND3 DGCR5 DGKI DHRS3 DIS3 DLGAP2 DLX3 DMWD DMXL2 DNAJC10 DNAJC22 DNAJC28 DNAJC30 DNMT3B DOCK1 DOP1B DPF3 DPM3 DRC7 DSCAM DSG1 DSG2 DYDC2 DYNC2I1 EDN2 EEF1G EFCC1 EGF EGR1 EIF3H EIF4EBP1 ELAPOR1 EMP2 EMSY ENTREP1 EPB41L4A EPS8L3 ERMN ERO1B ESPL1 ETAA1 EYA1 FAHD1 FAM135B FAM199X FAM234B FAM83D FASTKD1 FBXL5 FBXO5 FCMR FDX2 FETUB FEZ2 FGF5 FKTN FLNC FMNL1 FMO4 FOXF2 FOXJ1 FPR2 FSTL4 FXYD2 GABRA2 GABRA6 GALNT13 GALNT15 GCM2 GIMAP5 GIT2 GLT8D2 GNGT2 GPC4 GPC5 GPN2 GPR182 GPR35 GPRC5C GRB14 GRB2 GRIK2 GRIP2 GRP GSN GTF3C1 GTF3C4 GYPB H1-2 H2AC8 H4C3 HAS2 HCG4 HCRTR1 HCRTR2 HDAC9 HIC2 HIF3A HMBS HMGA1 HOOK1 HOXB13 HOXB8 HPCAL1 HRAS HSPB2 HTR2B HTRA2 IBSP ICMT ICOS ID2B IFFO1 IFT140 IFTAP IL17B IL1A IL33 INMT INPP1 INVS IRF4 ITIH5 ITLN2 KCNA4 KCNB1 KCNH3 KCNJ11 KCNJ4 KCNMB3 KCNS2 KCNV1 KIAA0319 KIF3B KLHL25 KLHL3 KLHL32 KLK11 KLK4 KLRG1 KMT5C KRT10 LAMTOR5 LILRA1 LINC00839 LINC01549 LRRC37A LRRC8D LUM LY6G6C MAP1A MAPK15 MAPK9 MAPRE1 MCF2L MCOLN3 MCPH1 MED15 MEGF11 METTL16 MKI67 MPP4 MRGBP MRPL50 MRPS31 MS4A5 MUCL1 MXRA8 MYBPH MYCN MYL2 MYO15A MYO15B MYO16 MYO3A MYT1L N6AMT1 NALCN NAT8 NCF1C NCF2 NDC80 NDUFA2 NECTIN2 NFATC2IP NFATC4 NLRP12 NLRX1 NOS2 NOTCH1 NOX4 NPC1L1 NPVF NRP1 NRXN1 NTRK2 NTRK3 NUSAP1 NXPE4 NXPH4 NXT2 OAS3 OPHN1 OR2I1P OR51E2 ORC6 OSTC OTOF OTX2 P2RX3 P2RX7 P2RY1 P2RY6 PABPC3 PALLD PAX2 PBK PCA3 PCDHB15 PCDHGB6 PCNP PDE5A PELI2 PER1 PERP PEX11B PFAS PGAP3 PGLYRP4 PGS1 PHKG1 PHYHIP PIMREG PLA2G12B PLA2R1 PLAAT5 PLCD1 PLPPR4 PLXDC2 PLXNA1 POF1B POLE2 POLR3B POPDC2 PPAT PPDPF PPFIA2 PPP1R13B PRDM10 PRKACB PRKAG3 PRR5L PRRG3 PRSS3 PSCA PSD2 PSG6 PTPRR PURG R3HDM2 RAB27A RAB3C RAB7B RAD21 RAD51AP1 RANBP3 RASL12 RBM15 RBM17 RBM23 RBM42 RBMS1 REG1B REM2 RETREG2 RFX7 RGS14 RGS16 RGS8 RHO RHOT1 RIPK4 RIPPLY1 ROBO4 RP2 RPS2 RTTN S1PR5 SAG SAGE1 SAMHD1 SANBR SAYSD1 SCAPER SCGB3A2 SEMA6B SEMA6C SEMG1 SERGEF SERPINB5 SERPINE1 SEZ6L2 SFTPD SGSH SH3RF1 SH3TC1 SHISA3 SIAH1 SIPA1L2 SKAP2 SLC15A2 SLC22A2 SLC22A8 SLC25A28 SLC26A3 SLC2A9 SLC35A5 SLC39A7 SLC52A1 SLC66A1L SLC6A16 SLC7A10 SLC7A9 SLCO1A2 SLITRK5 SLURP1 SMPD2 SNURF SNX10 SNX8 SOHLH2 SOX1 SPACA9 SPDEF SPINK1 SPO11 SPP2 SPRTN SPZ1 SRP54 SRPK3 SRXN1 ST6GALNAC1 STAR STC2 STK25 STK32B STK38L STRA6 STX11 STX1B STXBP1 STYXL2 SUSD4 SYN1 SYNGAP1 SYNPO2L SYT4 TAF4B TAFA5 TBC1D8B TBL3 TBX5 TBXT TCIM TCL6 TCTN1 TDRD7 TDRKH TENT5B TERT TEX14 TGM3 TGM4 TGM7 THAP10 THSD7A TINCR TIRAP TLL2 TLR7 TLX1 TLX2 TMA7 TMC5 TMCC3 TMED5 TMEM106C TMEM200A TMEM231 TMEM30A TMEM40 TMEM45A TNNT1 TOMM22 TOR2A TOX2 TOX4 TP53 TPK1 TRAPPC6A TRPA1 TSHB TSPAN8 TTC22 TTI1 TTN TULP1 TXNDC12 TXNDC5 TXNIP TYMP UBE2C UBE2E1 UPB1 UPF3B URB1-AS1 USP6 UST VAMP5 VAMP8 VIL1 VPS45 VWA1 VWF WDR46 WDR75 WNT10B WNT4 XKR4 XPNPEP2 ZBTB25 ZCCHC4 ZDBF2 ZNF175 ZNF195 ZNF211 ZNF214 ZNF333 ZNF343 ZNF365 ZNF408 ZNF462 ZNF649 ZNF777 ZNF79 ZNF821 MODULE_96 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_96 ADGRL2 APCS ASGR1 ASGR2 CD22 CD69 CD72 CHIT1 CLC CLEC10A CLEC2B CLEC3A CLEC3B FCER2 FCN1 FCN2 FCN3 GCKR GFPT2 KLRC3 KLRK1 LGALS1 LGALS2 LGALS3 LGALS4 LGALS9 MRC1 NCAN OLR1 PRG2 REG1B SELL SELP SFTPA1 SFTPD SIGLEC5 THBD MODULE_97 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_97 A1CF AEN AGO2 AKR1D1 ALCAM ANKRD20A1 APOA2 ARL8B BET1L BNIP3 BRAF C1orf159 C2CD5 CD164 CREBZF CRIP2 CRKL DBF4 DCLRE1C DDX49 DHX15 DMD DNA2 DNAJA3 DNAJC5B EAF1 EIF2AK3 FEM1A FYTTD1 G3BP2 GLCCI1 GTPBP1 HLA-DRB3 HOXA7 INTS7 KBTBD8 KLF10 KLHL15 KLRA1P LBR LIPA MDM2 MED14 MIOS MUS81 NCOR1 NFATC1 NFYA NMD3 NOX4 NRAS NSUN2 NUP205 OPA1 PARP16 PELI1 PIBF1 PIP5K1A PKD1 PMAIP1 PPP4R3B PPTC7 PRKCI PTGDR2 PTPN11 PUM2 PURA RAB8B RBBP6 RLF RNGTT SBNO1 SCYL2 SEC16A SEC24C SGCD SH3BGRL SH3TC1 SLC25A22 SMC5 SNRNP200 SP1 STARD4 STK10 STK4 SUDS3 TACC1 TAF1D TAGAP THOC7 TUG1 UBR7 USP25 VPS35L WDR75 WNK1 WSB1 ZHX2 MODULE_98 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_98 ACTL6A ACTR1A ACTR1B ADAR ADNP2 AGFG1 AKT1 ANP32A AP3M2 APEX1 APLP2 ARF5 ARID3A ASAP2 ATF2 ATF4 ATN1 BARD1 BCL9 BLM BLMH BMI1 BRD2 BUB1 BUD23 CALU CBFB CBX1 CBX4 CBX5 CCNA1 CCNA2 CCNB1 CCNB2 CCND2 CCND3 CCNE1 CCNE2 CCNO CCNT1 CDC25C CDC45 CDC5L CDC7 CDK1 CDK2 CDK7 CDKN1A CDKN2A CDKN2C CEBPG CEBPZ CENPA CENPC CENPE CENPF CHAF1A CHAF1B CHD4 CHEK1 CIAO1 CITED2 CLK2 CMPK1 COIL COPS2 COPS8 CPSF6 CSE1L CSNK2A1 CSRP2 CSTF2 CSTF3 CTCF DCK DDX17 DDX23 DDX5 DEK DGKI DHX9 DLX5 DNMT1 DR1 DRD2 DSP DUSP5 DYRK1A E2F1 E2F3 EGR1 EGR2 ELF4 EMG1 ERCC3 ERCC8 ESPL1 ETV1 EWSR1 EZH2 FANCG FBL FEN1 FKBP5 FOS FOSL1 FOXD1 FOXD2 FOXG1 FOXM1 FUS FXR2 GADD45A GFI1 GLI3 GNL2 GTF2A2 GTF2B GTF2E1 GTF2F2 GTF2H1 GTF2I GTF3C2 H1-10 H1-2 H2AC18 H2AX H2AZ1 H2BC12 H2BC21 HAT1 HDAC1 HDAC2 HIF1A HLTF HMGB1 HMGB2 HMGN1 HMGN4 HNRNPA0 HNRNPA2B1 HNRNPA3P1 HNRNPC HNRNPF HNRNPH2 HNRNPR HOXA13 HR HSF1 HSF2 ILF2 ILF3 INSM1 IPO7 JUN JUNB KATNB1 KHDRBS3 KHSRP KIF22 KIF23 KIF2C KLF6 KMT2A KMT2D KNTC1 KPNA1 KPNB1 KRT17 KRT19 KRT6B LHX2 LIG1 LIG4 LMNB1 LMO2 LRP8 LSM1 MAD2L1 MAFG MAP2 MAP7 MAPK14 MAPKAPK3 MAZ MBD4 MCM3 MCM6 MEIS1 MLF1 MLH1 MLLT3 MNDA MPHOSPH6 MSH2 MSX1 MTA1 MYBL2 MYC MYCN MYO18A MYT1 NAP1L1 NAP1L4 NASP NCAPD2 NCBP2 NDC80 NEK2 NEK4 NELFE NFATC4 NFYA NME1 NME2 NOVA1 NPAS1 NR2F2 NRF1 NUDT21 NUP107 NUP153 NUP42 NUP88 NUTF2 ORC1 ORC5 PAX6 PCBP1 PCBP4 PCNA PER1 PHLDA1 PIN1 PIR PLK1 PMS1 PNN POLA1 POLD1 POLD2 POLE POLE2 POLR2D POLR2F POLR2J POLR2K POP7 POU4F1 PPM1D PPP1R8 PPP2R5D PPP4C PRIM1 PRIM2 PRKDC PRPF4B PRPF8 PRRX2 PSMA2 PSMA4 PSMA5 PSMA7 PSMB5 PSMB7 PSMC4 PSMC6 PSMD10 PSMD12 PSMD2 PSMD8 PTMA PTTG1 PTTG1IP RAD21 RAD23A RAD51 RAD51C RAD51D RAD54L RAN RBBP4 RBBP7 RBBP8 RCAN1 RCC1 RECQL4 RFC1 RFC2 RFC3 RFC4 RFC5 RFX5 RNF144A RNF4 RNMT RPA1 RPA2 RPA3 RUNX3 SAFB SAP30 SATB1 SCAND1 SEC23B SETDB1 SFPQ SLBP SLU7 SMAD1 SMAD5 SMARCC1 SMC2 SNRPA SNRPA1 SNRPB2 SNRPC SNRPD1 SNRPE SNRPG SNW1 SON SOX4 SOX9 SPDEF SRPK2 SRSF1 SRSF10 SRSF11 SRSF2 SRSF3 SRSF6 SRSF7 SSB SSRP1 STAMBP STAT1 STK38 SUMO1 SUPT4H1 TAF11 TAF4 TAF5 TAF6 TAF7 TBP TCF12 TENT4A TFAP2A TFDP1 TGIF1 THOC1 TLE1 TLX2 TNPO1 TOP2A TOPBP1 TOX4 TPR TRA2B TRIP13 TSN TULP3 UBE2A UNG VAMP7 VHL VPS72 WEE1 XRCC3 XRCC5 YBX1 YBX3 YEATS4 YY1 ZBTB18 ZBTB24 ZBTB25 ZFP36L1 ZFX ZIC1 ZNF117 ZNF124 ZNF133 ZNF136 ZNF146 ZNF195 ZNF211 ZNF217 ZNF43 ZNF646 ZNF85 ZWINT MODULE_99 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_99 ABAT ABCB6 ABCD1 ABLIM3 ADAM2 ADAMDEC1 ADAMTS2 ADCY8 ADH1B ADORA1 ADTRP AFM AFP AGRP AGTR2 AIRE AKAP6 ALOX15B AMPD1 ANGEL2 ANK2 APBB1 AQP4 ARL4D ARSB ARSG ASL ATP1A2 ATP2A1 B3GALT5 B4GALT5 BBOX1 BCHE BDNF BFSP2 BMPR1B BTN1A1 C14orf132 C22orf31 C8G CA6 CACNB4 CADM4 CAMK1G CAPN11 CASK CBR3 CCDC106 CCL1 CCL22 CCL8 CCN5 CCR5 CCR6 CCR9 CD101 CD2BP2 CDR1 CEBPE CFH CFHR1 CGA CHKA CHRNA2 CHRNA3 CHRNA5 CKMT1B CLCA2 CLCN2 CLCNKB CLEC4M CLGN CNMD CNTFR CNTN5 COL11A1 COL13A1 COL4A1 COL9A3 COMP COX7A1 CREB5 CRHBP CRLF1 CROCC CROT CRYGA CSN1S1 CTNNA2 CTSV CTSZ CXCR2 CYP27A1 CYP2B6 CYP7A1 DEPDC5 DGKE DLG3 DNASE1L2 E2F2 EFNA4 ELOVL6 EML1 EMX2 ENDOG EPHA4 EPHA7 EPHX1 EPN2 ERBB2 ERBB4 ETS1 ETV1 F11 F5 FANCC FASLG FBXL7 FCER2 FER FETUB FGF6 FGF7 FGFR2 FHL2 FILIP1L FN1 FOXD2 FOXE1 FSCN2 FSTL3 FUT5 FZD1 FZD7 FZD9 GABRG3 GABRR2 GAST GBA1 GBX2 GFRA1 GH2 GHRHR GJC2 GLI3 GLRA3 GLRX3 GLS2 GNAT2 GNRH1 GOLIM4 GPC4 GPC5 GPER1 GPR39 GPRC5B GRB14 GSTM3 GTF2A1 GUCY1A2 GULP1 GZMM H1-1 H3C10 H3C11 HNF1A HOXC6 HP HSD17B2 HSPA1B HSPB6 HTN3 IBSP ID4 IFI6 IFNA21 IGF1 IGF2 IL11 IL12RB1 IL9 INSL4 KAZALD1 KCNA1 KCNA3 KCNB1 KCNB2 KCNC4 KCND1 KCNE1 KCNK2 KCNS1 KCNV2 KIF5A KIR2DL4 KIR3DL1 KLF5 KRT76 LALBA LAMA2 LAMA4 LAMP3 LEPR LGALS2 LHCGR LIFR LOXL1 LPAR1 LYPD1 LZTS3 MAD1L1 MAGEB1 MAGEB2 MAPK12 MARCO MEIS2 MEOX1 MEP1A MGAM MMP13 MMP14 MMP20 MMP3 MS4A2 MSH4 MSI1 MYH11 MYH8 NAP1L3 NAT2 NCAM1 NCAM2 NEFL NEUROD1 NKX2-5 NR2C2 NR2E1 NR5A2 NRG1 NRP1 OMD OPRM1 OTC OVOL1 OXT PAK3 PAPSS2 PCDHGA8 PCK1 PDE1A PDE9A PDGFRL PDLIM3 PDYN PFKFB1 PKP1 PLA2G6 PLA2R1 PLPP2 PNLIP POU4F2 PPARA PPP1R2C PPP1R3A PRDM1 PRG4 PRKCA PRPH2 PRSS12 PSG9 PSTPIP1 PTAFR PTPRS PYY RAMP1 RAPGEF1 RARB REM1 RFPL1 RFX3 RGS13 RGS20 RIN1 RIT2 RNASE4 RNF8 RPE65 RPL39L RPL3L S100G SCAND2P SCGB2A1 SCRG1 SEMG1 SERPINB3 SERPINB7 SERPINI2 SFRP1 SLC10A1 SLC16A4 SLC18A2 SLC1A3 SLC22A1 SLC22A14 SLC22A18 SLC26A10P SLC26A3 SLC30A4 SLC38A3 SLC5A3 SLC6A1 SLC6A3 SLC7A8 SNCG SNN SOX21 SPINK4 SPOUT1 SSPN SSX1 STAM2 STC1 STK11 STRN SULT1C2 SV2B SYN3 TADA2A TBX6 TCP10L3 TGM1 TGM5 THBS2 TLL1 TLX1 TMPRSS11D TMPRSS15 TNC TNFRSF8 TNFSF14 TNK1 TRIM9 TRPC6 TULP2 UGT2B10 UGT8 USH2A VILL VIPR2 VNN2 WASF3 WNT5A WNT8B XCL1 ZFHX2 ZNF365 GOBP_10_FORMYLTETRAHYDROFOLATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_10_FORMYLTETRAHYDROFOLATE_METABOLIC_PROCESS AASDHPPT ALDH1L1 ALDH1L2 MTHFD1 MTHFD1L MTHFD2L GOBP_2FE_2S_CLUSTER_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_2FE_2S_CLUSTER_ASSEMBLY BOLA2 BOLA2B FDX2 FXN GLRX3 GLRX5 HSCB ISCU LYRM4 NDUFAB1 NFS1 GOBP_2_OXOGLUTARATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_2_OXOGLUTARATE_METABOLIC_PROCESS AADAT ADHFE1 D2HGDH DLST GOT1 GOT2 GPT2 IDH1 IDH2 KYAT3 L2HGDH MRPS36 OGDH OGDHL PHYH TAT GOBP_3_PHOSPHOADENOSINE_5_PHOSPHOSULFATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_3_PHOSPHOADENOSINE_5_PHOSPHOSULFATE_METABOLIC_PROCESS ABHD14B BPNT1 ENPP1 PAPSS1 PAPSS2 SULT1A1 SULT1A2 SULT1A3 SULT1A4 SULT1B1 SULT1C3 SULT1C4 SULT1E1 SULT2A1 SULT2B1 TPST1 TPST2 GOBP_3_UTR_MEDIATED_MRNA_DESTABILIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_3_UTR_MEDIATED_MRNA_DESTABILIZATION CPEB3 DHX36 DND1 HNRNPD KHSRP MOV10 PLEKHN1 PUM1 PUM2 RBM24 RC3H1 TARDBP TRIM71 UPF1 ZC3H12A ZC3H12D ZFP36 ZFP36L1 ZFP36L2 GOBP_3_UTR_MEDIATED_MRNA_STABILIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_3_UTR_MEDIATED_MRNA_STABILIZATION ANGEL2 BOLL DAZ1 DAZ2 DAZ3 DAZ4 DAZL ELAVL1 ELAVL4 HNRNPA0 HNRNPC LARP4B MAPK14 MAPKAPK2 METTL16 MYD88 RBM10 RBM24 RBM47 TARDBP TENT4A TENT4B TIRAP YBX3 ZFP36 GOBP_4FE_4S_CLUSTER_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_4FE_4S_CLUSTER_ASSEMBLY FDX2 FXN ISCU LYRM4 NFS1 GOBP_5S_CLASS_RRNA_TRANSCRIPTION_BY_RNA_POLYMERASE_III https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_5S_CLASS_RRNA_TRANSCRIPTION_BY_RNA_POLYMERASE_III GTF3C1 GTF3C2 GTF3C3 GTF3C4 GTF3C5 GTF3C6 GOBP_5_PHOSPHORIBOSE_1_DIPHOSPHATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_5_PHOSPHORIBOSE_1_DIPHOSPHATE_METABOLIC_PROCESS PRPS1 PRPS1L1 PRPS2 PRPSAP1 PRPSAP2 PYGL GOBP_7_METHYLGUANOSINE_CAP_HYPERMETHYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_7_METHYLGUANOSINE_CAP_HYPERMETHYLATION SNRPB SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG TGS1 GOBP_7_METHYLGUANOSINE_RNA_CAPPING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_7_METHYLGUANOSINE_RNA_CAPPING CMTR1 CMTR2 NCBP1 NCBP3 RAMAC RAMACL RNGTT RNMT TGS1 GOBP_ABSCISSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ABSCISSION AURKB CHMP4C IST1 SPART VPS4A ZFYVE19 GOBP_ACETATE_ESTER_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ACETATE_ESTER_METABOLIC_PROCESS ACHE BCHE CHAT COLQ SLC44A4 SLC5A7 GOBP_ACETATE_ESTER_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ACETATE_ESTER_TRANSPORT ADORA2A CHRNA3 SLC17A8 SLC18A3 SLC22A1 SLC22A2 SLC22A4 SLC44A4 TACR2 GOBP_ACETYLCHOLINE_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ACETYLCHOLINE_SECRETION ADORA2A CHRNA3 SLC18A3 SLC44A4 TACR2 GOBP_ACETYL_COA_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ACETYL_COA_BIOSYNTHETIC_PROCESS ACAT1 ACLY ACSS1 ACSS2 DIP2A DLAT DLD MLYCD MPC2 PDHA1 PDHA2 PDHB PDHX PDK1 PDK2 PDK3 PDK4 PPCS GOBP_ACETYL_COA_BIOSYNTHETIC_PROCESS_FROM_PYRUVATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ACETYL_COA_BIOSYNTHETIC_PROCESS_FROM_PYRUVATE DLAT DLD MPC2 PDHA1 PDHA2 PDHB PDHX PDK1 PDK2 PDK3 PDK4 GOBP_ACETYL_COA_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ACETYL_COA_METABOLIC_PROCESS AADAT AASS ACACA ACACB ACAT1 ACLY ACOT12 ACSS1 ACSS2 DIP2A DLAT DLD DLST HMGCS1 HMGCS2 MLYCD MPC2 MVD MVK NUDT7 NUDT8 PDHA1 PDHA2 PDHB PDHX PDK1 PDK2 PDK3 PDK4 PIPOX PMVK PPCS TDO2 GOBP_ACIDIC_AMINO_ACID_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ACIDIC_AMINO_ACID_TRANSPORT ABAT ABCC8 ADORA1 ADORA2A APBA1 ARL6IP1 ARL6IP5 ATP1A2 AVP AVPR1A CLN8 DTNBP1 GABBR1 GIPC1 GJA1 GNAT2 GRM1 GRM2 GRM7 HRH3 ITGB1 KCNJ10 KCNJ8 KMO NF1 NHERF1 NPY5R NTRK2 NTSR1 P2RX7 PER2 PRAF2 PRKG1 PSEN1 RAB3GAP1 SLC12A2 SLC17A6 SLC17A7 SLC17A8 SLC1A1 SLC1A2 SLC1A3 SLC1A4 SLC1A6 SLC1A7 SLC25A12 SLC25A13 SLC25A18 SLC25A22 SLC32A1 SLC38A2 SLC38A6 SLC3A1 SLC6A1 SLC6A13 SLC6A6 SLC7A11 SLC7A13 SLC7A14 SNCA STXBP1 SYT4 TNF TRH TRPV1 VPS54 GOBP_ACID_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ACID_SECRETION ABAT ABCB11 ABCB4 AGXT APBA1 CACNB4 CASR CCKBR CES1 CHRM5 DRD2 DRD3 GABBR1 GHRL HIP1R HRH2 HTR1B KCNQ1 MIR33A NF1 NHERF1 NTSR1 P2RX7 PRKAA1 PTGER3 SCT SGK1 SLC10A1 SLC22A16 SLC26A6 SLC26A7 SLC51A SLC51B SLC6A1 SLC9A4 SNX10 SV2A TFF2 TNF TRH TRPC4 UGT1A3 UMOD GOBP_ACINAR_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ACINAR_CELL_DIFFERENTIATION CLCN2 CTNNB1 NR5A2 PROX1 ZNF800 GOBP_ACROSOMAL_VESICLE_EXOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ACROSOMAL_VESICLE_EXOCYTOSIS EQTN HYAL3 RAB3A RIMS1 STXBP1 SYT6 UNC13B ZP3 ZP4 GOBP_ACROSOME_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ACROSOME_ASSEMBLY ACRBP ACTL7A ACTL9 AGFG1 CCDC136 CCDC42 GARIN1A GARIN1B KNL1 MFSD14A NECTIN2 PAFAH1B1 PFN4 PLA2G3 PLN RFX2 SLC9A8 SOX30 SPACA1 SPINK2 SPPL2C TBC1D20 TBPL1 TMF1 VPS13B ZPBP ZPBP2 GOBP_ACROSOME_REACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ACROSOME_REACTION ABHD2 ACR ADCY3 AKAP3 B4GALT1 CACNA1H CCDC87 CRISP1 EQTN FAM170B GARIN1B GLRA1 GLRB HYAL3 IFTAP IQCF1 PCSK4 PKDREJ PLA2G10 PLB1 PLCB1 PLCD4 PRND PRSS37 RAB3A RIMS1 ROPN1B SERPINA10 SPESP1 SPINK1 SPINK13 STX2 STXBP1 SYT6 TNP2 TRIM36 UNC13B ZP2 ZP3 ZP4 GOBP_ACTIN_CROSSLINK_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ACTIN_CROSSLINK_FORMATION AIF1 BAIAP2 BAIAP2L1 BAIAP2L2 DPYSL3 EPS8 FLNA GAS2 GAS2L1 GAS2L2 GAS2L3 LCP1 MARCKS GOBP_ACTIN_FILAMENT_BASED_MOVEMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ACTIN_FILAMENT_BASED_MOVEMENT ABCC9 ACTA2 ACTC1 ACTN4 ADCY10 ADORA1 AKAP9 ANK2 ATP1A1 ATP1A2 ATP2A1 ATP2A2 BIN1 CACNA1C CACNA1D CACNA1G CACNA2D1 CACNB2 CAMK2D CAV1 CAV3 CCDC88C CTNNA3 DLG1 DSC2 DSG2 DSP EMP2 EPB41L5 EPDR1 FGF12 FGF13 FLNA FNBP1L FRMD6 GATA4 GJA1 GJA5 GJC1 GPD1L GSN HCN4 JUP KCNA5 KCND3 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNH2 KCNJ2 KCNJ3 KCNJ5 KCNJ8 KCNN2 KCNQ1 LIMCH1 MIR1-1 MIR133A1 MIR328 MIR448 MYBPC3 MYH10 MYH14 MYH2 MYH3 MYH4 MYH6 MYH7 MYH8 MYH9 MYL1 MYL11 MYL6 MYL6B MYLK2 MYO15A MYO19 MYO1A MYO1B MYO1C MYO1D MYO1E MYO1F MYO1G MYO1H MYO5A MYO5B MYO5C MYO6 MYO7A MYO7B MYO9B NEDD4L NOS1AP NUP155 PARVA PDE4B PDE4D PDPN PIK3CA PKP2 PLN RANGRF RNF207 ROCK1 RYR2 SCN1A SCN1B SCN2B SCN3B SCN4B SCN5A SGCD SHTN1 SLC9A1 SNTA1 SRI STC1 SUMO1 SUN2 SYNE2 TNNC1 TNNT2 TPM1 TRPM4 VIL1 WAS WASF2 WASL WIPF1 ZEB2 GOBP_ACTIN_FILAMENT_BASED_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ACTIN_FILAMENT_BASED_PROCESS ABCC9 ABI1 ABI2 ABI3 ABITRAM ABL1 ABL2 ABRACL ACAP2 ACTA1 ACTA2 ACTB ACTBL2 ACTC1 ACTG1 ACTL8 ACTL9 ACTN1 ACTN2 ACTN3 ACTN4 ACTR2 ACTR3 ADCY10 ADD1 ADD2 ADD3 ADORA1 ADPRHL1 ADRA2A AGAP2 AIF1 AIF1L AKAP11 AKAP13 AKAP9 ALDOA ALKBH4 ALMS1 ALOX15 AMOT AMOTL1 AMOTL2 ANG ANK2 ANKRD1 ANKRD23 ANLN ANTXR1 ANXA1 AP1AR APOA1 AQP1 AQP2 ARAP1 ARF1 ARF6 ARFGEF1 ARFIP1 ARFIP2 ARHGAP12 ARHGAP17 ARHGAP18 ARHGAP25 ARHGAP26 ARHGAP28 ARHGAP35 ARHGAP40 ARHGAP44 ARHGAP6 ARHGEF10 ARHGEF10L ARHGEF11 ARHGEF15 ARHGEF17 ARHGEF18 ARHGEF19 ARHGEF2 ARHGEF5 ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 ARPC5L ARPIN ARRB1 ASAP3 ASB2 ATP1A1 ATP1A2 ATP2A1 ATP2A2 ATP2C1 ATXN3 AUTS2 AVIL BAG4 BAIAP2 BAIAP2L1 BAIAP2L2 BBS4 BCAR1 BCAS3 BCL2 BCL6 BCR BIN1 BIN3 BMP10 BRAF BRK1 BRSK2 BST1 BST2 C15orf62 C9orf72 CACNA1C CACNA1D CACNA1G CACNA2D1 CACNB2 CALD1 CALR CAMK2D CAP1 CAP2 CAPG CAPN10 CAPN3 CAPZA1 CAPZA2 CAPZA3 CAPZB CARMIL1 CARMIL2 CARMIL3 CASQ1 CATIP CAV1 CAV3 CAVIN3 CCDC88A CCDC88C CCL11 CCL21 CCL24 CCL26 CCN2 CCR7 CD2AP CD47 CDC42 CDC42BPA CDC42BPB CDC42BPG CDC42EP1 CDC42EP2 CDC42EP3 CDC42EP4 CDC42EP5 CDK10 CDK5R1 CELSR1 CFL1 CFL2 CFLAR CGNL1 CLASP1 CLASP2 CLDN19 CLDN3 CLN3 CLRN1 CNN1 CNN2 CNN3 COBL CORO1A CORO1B CORO1C CORO2B CORO6 CORO7 COTL1 CPNE6 CRACD CRK CSF1R CSF3 CSRP1 CSRP2 CSRP3 CTNNA2 CTNNA3 CTTN CUL3 CX3CL1 CXADR CXCL1 CXCL12 CYFIP1 CYFIP2 CYRIA CYRIB CYTH2 DAAM1 DAAM2 DAPK3 DBN1 DBNL DIAPH1 DIAPH2 DIAPH3 DIXDC1 DLC1 DLG1 DMTN DNAI3 DNAJB6 DOCK2 DPYSL3 DSC2 DSG2 DSP DSTN DTNBP1 ECT2 EDN1 EEF2K EFNA5 EHD2 ELMO1 ELMO2 ELMO3 ELN EMP2 ENAH EPB41 EPB41L1 EPB41L2 EPB41L3 EPB41L4A EPB41L4B EPB41L5 EPDR1 EPHA1 EPHA3 EPHA5 EPS8 ERMN ESAM ESPN ESPNL EVL EZR F11R F2RL1 FAM107A FAM171A1 FARP1 FARP2 FAT1 FCHSD1 FCHSD2 FER FERMT2 FGD1 FGD2 FGD3 FGD4 FGD5 FGD6 FGF10 FGF12 FGF13 FGF7 FHDC1 FHL3 FHOD1 FHOD3 FLII FLNA FLNB FLNC FMN1 FMN2 FMNL1 FMNL2 FMNL3 FNBP1L FOXJ1 FRMD3 FRMD5 FRMD6 FRMD7 FSCN1 FSCN2 FSCN3 FZD10 GAS2 GAS2L1 GAS2L2 GAS2L3 GAS7 GATA4 GBA2 GDPD2 GHRL GHSR GJA1 GJA5 GJC1 GMFB GMFG GPD1L GPM6B GPR65 GRB2 GRHL3 GSN HAX1 HCK HCLS1 HCN4 HIP1 HIP1R HMCN1 HRAS HRG HSP90B1 IKBKB IL1A INF2 INPP5K INPPL1 INSRR IQGAP1 IQGAP2 IQGAP3 IQSEC1 IQSEC2 IQSEC3 ITGB1 ITGB1BP1 ITGB3 ITGB5 ITPKA JAK2 JAM3 JMY JUP KANK1 KANK2 KANK3 KANK4 KASH5 KBTBD13 KCNA5 KCND3 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNH2 KCNJ2 KCNJ3 KCNJ5 KCNJ8 KCNN2 KCNQ1 KCTD13 KHDC3L KIRREL1 KIT KLHL1 KLHL17 KLHL41 KPTN KRAS KRT19 KRT8 LATS1 LCP1 LDB3 LIMA1 LIMCH1 LIMD2 LIMK1 LIMK2 LLGL1 LLGL2 LMOD1 LMOD2 LMOD3 LPAR1 LRP1 MAD2L2 MAGEL2 MARCKS MARCKSL1 MEF2A MEGF9 MET MICAL1 MICAL2 MICAL3 MICALL2 MINK1 MIR1-1 MIR133A1 MIR138-1 MIR143 MIR145 MIR149 MIR20A MIR21 MIR214 MIR328 MIR335 MIR448 MKKS MKLN1 MLST8 MRAS MRTFA MSRB1 MSRB2 MTOR MTPN MTSS1 MYADM MYBPC3 MYH10 MYH11 MYH14 MYH2 MYH3 MYH4 MYH6 MYH7 MYH8 MYH9 MYL1 MYL11 MYL2 MYL6 MYL6B MYL9 MYLK2 MYLK3 MYO15A MYO18A MYO18B MYO19 MYO1A MYO1B MYO1C MYO1D MYO1E MYO1F MYO1G MYO1H MYO3A MYO3B MYO5A MYO5B MYO5C MYO6 MYO7A MYO7B MYO9B MYOC MYOM2 MYOZ1 MYOZ2 MYPN NAA80 NCK1 NCK2 NCKAP1 NCKAP1L NEB NEBL NEDD4L NEDD9 NF1 NF2 NHERF1 NISCH NKX2-5 NLRP5 NOS1AP NOSTRIN NPHP1 NPHP4 NPHS1 NPHS2 NRAP NRP1 NUAK2 NUP155 OBSCN OBSL1 ODAM OOEP OPHN1 OR2A4 PACSIN1 PACSIN2 PAFAH1B1 PAK1 PAK2 PAK3 PALLD PARVA PARVB PARVG PAWR PDCD10 PDCD6IP PDCL3 PDE4B PDE4D PDGFA PDGFRA PDGFRB PDLIM1 PDLIM2 PDLIM3 PDLIM4 PDLIM5 PDLIM7 PDPK1 PDPN PDXP PEAK3 PFN1 PFN2 PFN3 PFN4 PGM5 PHACTR1 PHACTR2 PHACTR3 PHACTR4 PHLDB2 PHPT1 PICK1 PIK3CA PIK3R1 PIK3R2 PIP5K1A PIP5K1C PKP2 PLA2G1B PLEC PLEK PLEK2 PLEKHG2 PLEKHH2 PLN PLS1 PLS3 POF1B POTEE POTEF POTEI POTEJ POTEKP PPARGC1B PPFIA1 PPM1E PPM1F PPP1R9A PPP1R9B PREX1 PRICKLE4 PRKAR1A PRKCD PRKCE PRKCI PRKD1 PRKG1 PRKN PROX1 PSTPIP1 PSTPIP2 PTGER4 PTK2B PTK7 PTPN1 PXN PYCARD RAB13 RAC1 RAC2 RAC3 RACGAP1 RALA RAN RANGRF RAP1GDS1 RAP2A RAPGEF3 RASA1 RDX RFLNA RFLNB RGCC RGS4 RHOA RHOB RHOBTB1 RHOBTB2 RHOC RHOD RHOF RHOG RHOH RHOJ RHOQ RHOT1 RHOT2 RHOU RHOV RHPN1 RHPN2 RHPN2P1 RICTOR RND1 RND2 RND3 RNF207 RNH1 ROCK1 ROCK2 RTKN RUFY3 RYR2 S100A10 S1PR1 S1PR2 SAMD14 SCIN SCN1A SCN1B SCN2B SCN3B SCN4B SCN5A SDC4 SDCBP SELE SEMA5A SERPINF2 SETD3 SFRP1 SGCD SH2B2 SH3BP1 SH3D21 SH3KBP1 SHANK1 SHANK3 SHC1 SHROOM1 SHROOM2 SHROOM3 SHROOM4 SHTN1 SIGLEC15 SIPA1L1 SIX4 SLC4A2 SLC9A1 SLIT2 SMAD3 SMAD4 SMIM22 SMTN SMTNL1 SMTNL2 SNTA1 SNX9 SORBS1 SORBS3 SPATC1L SPECC1 SPECC1L SPIRE1 SPIRE2 SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 SRC SRCIN1 SRF SRGAP2 SRI SSH1 SSH2 SSH3 STARD13 STARD8 STAU2 STC1 STMN1 STRIP1 SUMO1 SUN2 SVIL SWAP70 SYDE1 SYNE2 SYNPO SYNPO2 SYNPO2L TACR1 TACSTD2 TAGLN2 TAGLN3 TAOK1 TAOK2 TBCK TCAP TENM1 TESK1 TESK2 TF TGFB3 TGFBR1 THSD7A THSD7B TJP1 TLE6 TLN1 TMEFF2 TMOD1 TMOD2 TMOD3 TMOD4 TMSB10 TMSB15A TMSB15B TMSB15C TMSB4X TMSB4Y TNF TNFAIP1 TNIK TNNC1 TNNT1 TNNT2 TNNT3 TNXB TPM1 TPM2 TPM3 TPM4 TRIM27 TRIOBP TRIP10 TRPM2 TRPM4 TRPM7 TRPV4 TSC1 TTC17 TTC8 TTN TWF1 TWF2 TYROBP USH1C VASP VIL1 VILL VPS4A WAS WASF1 WASF2 WASF3 WASH3P WASH6P WASHC1 WASHC2A WASHC2C WASHC3 WASHC4 WASHC5 WASL WDR1 WHAMM WIPF1 WIPF3 WNT11 WNT4 XIRP1 XIRP2 ZBED3 ZEB2 ZYX GOBP_ACTIN_FILAMENT_BASED_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ACTIN_FILAMENT_BASED_TRANSPORT ACTN4 FNBP1L MYO15A MYO19 MYO1A MYO1B MYO1C MYO1D MYO1E MYO1F MYO1G MYO1H MYO5A MYO5B MYO5C MYO6 MYO7A MYO7B SUN2 SYNE2 WASL GOBP_ACTIN_FILAMENT_BUNDLE_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ACTIN_FILAMENT_BUNDLE_ORGANIZATION ABL1 ACTG1 ACTN1 ADD1 ADD2 AIF1 AIF1L ALMS1 APOA1 ARAP1 ARHGAP28 ARHGAP6 ARHGEF10 ARHGEF10L ARHGEF15 ARHGEF18 ARHGEF5 ARRB1 ASAP3 BAG4 BAIAP2 BAIAP2L1 BAIAP2L2 BBS4 BRAF CALD1 CARMIL1 CCDC88A CCN2 CD47 CDC42 CGNL1 CLASP1 CLASP2 CORO1B CORO2B CUL3 CX3CL1 DLC1 DMTN DPYSL3 ELN EPHA1 EPS8 ESPN ESPNL EVL EZR F11R FAM107A FAM171A1 FERMT2 FHDC1 FHOD1 FLNA FMN2 FRMD7 FSCN1 FSCN2 FSCN3 GPR65 HSP90B1 INPP5K ITGB1 ITGB1BP1 ITGB5 KCTD13 LCP1 LIMA1 LIMCH1 LIMD2 LIMK1 LPAR1 MARCKS MET MICAL1 MIR138-1 MIR149 MIR20A MIR21 MKKS MTOR MTSS1 MYO1B MYOC NEDD9 NF2 NRP1 PAK1 PAK2 PAWR PDCD10 PDLIM1 PDXP PFN1 PFN2 PFN3 PHACTR1 PHLDB2 PIK3R1 PIK3R2 PLEK PLS1 PLS3 PPFIA1 PPM1E PPM1F PRKN PTGER4 PTK2B PXN RAC1 RAPGEF3 RDX RFLNA RFLNB RGCC RHOA RHOC RHOD RHPN1 RHPN2 RHPN2P1 ROCK1 ROCK2 S100A10 S1PR1 SDC4 SERPINF2 SFRP1 SHANK1 SHANK3 SHROOM1 SHROOM2 SHTN1 SLC9A1 SMAD3 SORBS1 SORBS3 SPIRE1 SPIRE2 SRC SRF STMN1 SWAP70 SYNPO SYNPO2 SYNPO2L TACR1 TACSTD2 TESK1 TGFB3 TGFBR1 TJP1 TMEFF2 TNFAIP1 TPM1 TSC1 TTC8 USH1C VIL1 WAS WASF2 WNT11 WNT4 ZEB2 ZYX GOBP_ACTIN_FILAMENT_DEPOLYMERIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ACTIN_FILAMENT_DEPOLYMERIZATION ACTN2 ADD1 ADD2 ADD3 AVIL CAPG CAPZA1 CAPZA2 CAPZA3 CAPZB CARMIL1 CARMIL2 CFL1 CFL2 CRACD DMTN DSTN EPS8 F2RL1 FLII GSN LIMA1 LMOD1 LMOD2 LMOD3 MICAL1 MICAL2 MICAL3 MTPN PDXP PIK3CA PLEK PLEKHH2 PPP1R9B RDX SCIN SEMA5A SH3BP1 SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 SVIL SWAP70 TMOD1 TMOD2 TMOD3 TMOD4 TRIOBP TWF1 TWF2 VIL1 VILL WASHC2C WDR1 GOBP_ACTIN_FILAMENT_NETWORK_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ACTIN_FILAMENT_NETWORK_FORMATION ACTN1 CARMIL1 CARMIL2 COBL LCP1 PLS1 PLS3 SPIRE1 SPIRE2 GOBP_ACTIN_FILAMENT_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ACTIN_FILAMENT_ORGANIZATION ABI1 ABI2 ABITRAM ABL1 ACTA1 ACTC1 ACTG1 ACTL8 ACTN1 ACTN2 ACTR2 ACTR3 ADD1 ADD2 ADD3 AIF1 AIF1L ALDOA ALMS1 ALOX15 ANG AP1AR APOA1 AQP2 ARAP1 ARF1 ARF6 ARFGEF1 ARFIP1 ARFIP2 ARHGAP12 ARHGAP17 ARHGAP18 ARHGAP25 ARHGAP28 ARHGAP35 ARHGAP40 ARHGAP6 ARHGEF10 ARHGEF10L ARHGEF15 ARHGEF18 ARHGEF2 ARHGEF5 ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 ARPC5L ARPIN ARRB1 ASAP3 AVIL BAG4 BAIAP2 BAIAP2L1 BAIAP2L2 BBS4 BCAR1 BCL2 BIN1 BIN3 BRAF BRK1 C15orf62 C9orf72 CALD1 CAP1 CAP2 CAPG CAPZA1 CAPZA2 CAPZA3 CAPZB CARMIL1 CARMIL2 CARMIL3 CATIP CAV3 CCDC88A CCL11 CCL21 CCL24 CCL26 CCN2 CCR7 CD2AP CD47 CDC42 CDC42EP1 CDC42EP2 CDC42EP3 CDC42EP4 CDC42EP5 CFL1 CFL2 CGNL1 CLASP1 CLASP2 CLRN1 CNN1 CNN2 CNN3 COBL CORO1A CORO1B CORO1C CORO2B CORO6 CORO7 COTL1 CRACD CSF3 CTNNA2 CTTN CUL3 CX3CL1 CXCL12 CYFIP1 CYFIP2 CYRIA CYRIB DAAM2 DBN1 DIAPH1 DIAPH2 DIAPH3 DLC1 DLG1 DMTN DNAI3 DPYSL3 DSTN ELMO1 ELMO2 ELMO3 ELN EMP2 ENAH EPHA1 EPS8 ERMN ESAM ESPN ESPNL EVL EZR F11R F2RL1 FAM107A FAM171A1 FAT1 FCHSD1 FCHSD2 FER FERMT2 FHDC1 FHOD1 FHOD3 FLII FLNA FMN1 FMN2 FRMD7 FSCN1 FSCN2 FSCN3 GAS2 GAS2L1 GAS2L2 GAS2L3 GAS7 GBA2 GDPD2 GHRL GHSR GMFB GMFG GPR65 GRB2 GSN HAX1 HCK HCLS1 HIP1 HIP1R HSP90B1 INF2 INPP5K INPPL1 IQGAP1 IQGAP2 IQGAP3 ITGB1 ITGB1BP1 ITGB5 JAK2 JMY KANK1 KANK2 KANK3 KANK4 KASH5 KBTBD13 KCTD13 KHDC3L KIRREL1 KPTN LATS1 LCP1 LIMA1 LIMCH1 LIMD2 LIMK1 LMOD1 LMOD2 LMOD3 LPAR1 MAD2L2 MAGEL2 MARCKS MARCKSL1 MEGF9 MET MICAL1 MICAL2 MICAL3 MICALL2 MIR138-1 MIR149 MIR20A MIR21 MIR214 MKKS MLST8 MSRB1 MSRB2 MTOR MTPN MTSS1 MYADM MYO15A MYO19 MYO1A MYO1B MYO1C MYO1D MYO1E MYO1F MYO1G MYO1H MYO5A MYO5B MYO5C MYO6 MYO7A MYO7B MYOC NAA80 NCK1 NCK2 NCKAP1 NCKAP1L NEB NEBL NEDD9 NF2 NLRP5 NOSTRIN NPHS1 NRAP NRP1 OOEP PACSIN1 PAK1 PAK2 PAK3 PAWR PDCD10 PDLIM1 PDXP PFN1 PFN2 PFN3 PFN4 PHACTR1 PHLDB2 PICK1 PIK3CA PIK3R1 PIK3R2 PLA2G1B PLEC PLEK PLEKHG2 PLEKHH2 PLS1 PLS3 POF1B PPARGC1B PPFIA1 PPM1E PPM1F PPP1R9A PPP1R9B PREX1 PRKCD PRKCE PRKCI PRKN PROX1 PSTPIP1 PSTPIP2 PTGER4 PTK2B PXN PYCARD RAC1 RAC2 RAC3 RAPGEF3 RASA1 RDX RFLNA RFLNB RGCC RGS4 RHOA RHOB RHOBTB1 RHOBTB2 RHOC RHOD RHOF RHOG RHOH RHOJ RHOQ RHOT1 RHOT2 RHOU RHOV RHPN1 RHPN2 RHPN2P1 RICTOR RND1 RND2 RND3 RNH1 ROCK1 ROCK2 RUFY3 S100A10 S1PR1 SAMD14 SCIN SDC4 SEMA5A SERPINF2 SFRP1 SH3BP1 SH3D21 SH3KBP1 SHANK1 SHANK3 SHROOM1 SHROOM2 SHROOM3 SHROOM4 SHTN1 SLC9A1 SLIT2 SMAD3 SNX9 SORBS1 SORBS3 SPATC1L SPIRE1 SPIRE2 SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 SRC SRF SSH1 SSH2 SSH3 STMN1 SVIL SWAP70 SYNPO SYNPO2 SYNPO2L TACR1 TACSTD2 TAGLN2 TAGLN3 TCAP TENM1 TESK1 TF TGFB3 TGFBR1 TJP1 TLE6 TMEFF2 TMOD1 TMOD2 TMOD3 TMOD4 TMSB10 TMSB15A TMSB15B TMSB15C TMSB4X TMSB4Y TNFAIP1 TPM1 TPM2 TPM3 TPM4 TRIM27 TRIOBP TRPV4 TSC1 TTC17 TTC8 TTN TWF1 TWF2 USH1C VASP VIL1 VILL WAS WASF1 WASF2 WASF3 WASH3P WASH6P WASHC1 WASHC2A WASHC2C WASHC3 WASHC4 WASHC5 WASL WDR1 WHAMM WIPF1 WIPF3 WNT11 WNT4 XIRP1 XIRP2 ZBED3 ZEB2 ZYX GOBP_ACTIN_FILAMENT_SEVERING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ACTIN_FILAMENT_SEVERING AVIL CAPG CFL1 CFL2 DSTN FLII FMNL1 GMFB GMFG GSN MYH9 SCIN SRGAP2 SVIL VIL1 VILL GOBP_ACTIN_MEDIATED_CELL_CONTRACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ACTIN_MEDIATED_CELL_CONTRACTION ABCC9 ACTA2 ACTC1 ADCY10 ADORA1 AKAP9 ANK2 ATP1A1 ATP1A2 ATP2A1 ATP2A2 BIN1 CACNA1C CACNA1D CACNA1G CACNA2D1 CACNB2 CAMK2D CAV1 CAV3 CCDC88C CTNNA3 DLG1 DSC2 DSG2 DSP EMP2 EPB41L5 EPDR1 FGF12 FGF13 FLNA FRMD6 GATA4 GJA1 GJA5 GJC1 GPD1L GSN HCN4 JUP KCNA5 KCND3 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNH2 KCNJ2 KCNJ3 KCNJ5 KCNJ8 KCNN2 KCNQ1 LIMCH1 MIR1-1 MIR133A1 MIR328 MIR448 MYBPC3 MYH2 MYH3 MYH4 MYH6 MYH7 MYH8 MYL1 MYL11 MYL6 MYL6B MYLK2 NEDD4L NOS1AP NUP155 PARVA PDE4B PDE4D PDPN PIK3CA PKP2 PLN RANGRF RNF207 ROCK1 RYR2 SCN1A SCN1B SCN2B SCN3B SCN4B SCN5A SGCD SHTN1 SLC9A1 SNTA1 SRI STC1 SUMO1 TNNC1 TNNT2 TPM1 TRPM4 VIL1 ZEB2 GOBP_ACTIN_MYOSIN_FILAMENT_SLIDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ACTIN_MYOSIN_FILAMENT_SLIDING ACTC1 MYBPC3 MYH2 MYH3 MYH4 MYH6 MYH7 MYH8 MYL1 MYL11 MYL6 MYL6B MYLK2 TNNC1 TNNT2 TPM1 GOBP_ACTIN_NUCLEATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ACTIN_NUCLEATION ABI2 ACTR2 ACTR3 AP1AR ARF1 ARFIP1 ARFIP2 ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 ARPC5L ARPIN BRK1 CARMIL1 CARMIL2 CARMIL3 CORO1A CORO1B CTNNA2 CYFIP1 DNAI3 FCHSD2 FMN1 GMFB GMFG GSN HIP1R IQGAP2 JMY LMOD1 LMOD2 LMOD3 MAGEL2 NCKAP1 PICK1 RNH1 SCIN SPIRE1 SPIRE2 TRIM27 VIL1 WASF1 WASF2 WASF3 WASH3P WASH6P WASHC1 WASHC2A WASHC2C WASHC3 WASHC4 WASHC5 WHAMM WIPF3 GOBP_ACTIN_POLYMERIZATION_DEPENDENT_CELL_MOTILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ACTIN_POLYMERIZATION_DEPENDENT_CELL_MOTILITY ACTR3 ARPC2 ARPC3 ENAH EPS8 JMY NCKAP1L GOBP_ACTIN_POLYMERIZATION_OR_DEPOLYMERIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ACTIN_POLYMERIZATION_OR_DEPOLYMERIZATION ABI1 ABI2 ABITRAM ABL1 ACTN2 ADD1 ADD2 ADD3 AIF1 ALOX15 ANG ARF6 ARFGEF1 ARHGAP18 ARHGAP28 ARHGAP35 ARHGAP40 ARHGAP6 ARPC2 ARPC3 ARPC4 ARPC5 ARPC5L AVIL BAG4 BAIAP2 BAIAP2L1 BAIAP2L2 BBS4 BIN1 BRK1 C15orf62 CAPG CAPZA1 CAPZA2 CAPZA3 CAPZB CARMIL1 CARMIL2 CATIP CCL11 CCL21 CCL24 CCL26 CCR7 CDC42EP1 CDC42EP2 CDC42EP3 CDC42EP4 CDC42EP5 CFL1 CFL2 COBL CORO1A CORO7 COTL1 CRACD CSF3 CTTN CXCL12 CYFIP1 CYFIP2 CYRIA CYRIB DAAM2 DIAPH1 DIAPH2 DIAPH3 DLG1 DMTN DSTN ELN ENAH EPS8 ESAM EVL F2RL1 FAM107A FCHSD1 FCHSD2 FER FHDC1 FHOD3 FLII FMN1 GAS7 GBA2 GHRL GHSR GRB2 GSN HAX1 HCK HCLS1 HIP1R INF2 JAK2 KANK1 KANK2 KANK3 KANK4 KIRREL1 LATS1 LIMA1 LMOD1 LMOD2 LMOD3 MEGF9 MICAL1 MICAL2 MICAL3 MICALL2 MIR214 MKKS MLST8 MSRB1 MSRB2 MTOR MTPN MYADM NAA80 NCK1 NCK2 NCKAP1 NCKAP1L NPHS1 PAK3 PDXP PFN1 PFN2 PFN3 PFN4 PIK3CA PIK3R2 PLEK PLEKHG2 PLEKHH2 PPP1R9B PREX1 PRKCD PRKCE PSTPIP1 PSTPIP2 PTK2B PYCARD RAC1 RASA1 RDX RICTOR SCIN SEMA5A SH3BP1 SLIT2 SNX9 SPATC1L SPIRE1 SPIRE2 SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 SSH1 SSH2 SSH3 SVIL SWAP70 TENM1 TMOD1 TMOD2 TMOD3 TMOD4 TMSB10 TMSB15A TMSB15B TMSB15C TMSB4X TMSB4Y TRIOBP TTC17 TWF1 TWF2 VASP VIL1 VILL WAS WASF1 WASF3 WASHC2C WASHC3 WASHC5 WASL WDR1 WIPF1 GOBP_ACTION_POTENTIAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ACTION_POTENTIAL ABCC9 ADRA1A AKAP6 AKAP9 ANK2 ANK3 ATP1A1 ATP1A2 ATP1B1 ATP2A2 BIN1 CACNA1C CACNA1D CACNA1G CACNA1I CACNA2D1 CACNB2 CACNB3 CACNB4 CALM1 CALM3 CAMK2D CAV1 CAV3 CD36 CHRNA1 CHRNA4 CHRNB2 CHRNB4 CLCN1 CLDN19 CLN3 CNR1 CNR2 CNTNAP1 CTNNA3 CXADR DLG1 DMD DRD1 DSC2 DSG2 DSP FGF12 FGF13 FKBP1B FLNA FMR1 GBA1 GJA1 GJA5 GJC1 GJD2 GLRA1 GNA11 GNA14 GNA15 GNAQ GPD1L GPER1 GPR35 GPR88 GRIA1 GRIK2 HCN1 HCN2 HCN4 JUP KCNA1 KCNA2 KCNA5 KCNAB2 KCNB1 KCNC2 KCND2 KCND3 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNH2 KCNH6 KCNH7 KCNIP2 KCNJ11 KCNJ2 KCNJ3 KCNJ5 KCNJ8 KCNMB2 KCNMB3 KCNMB4 KCNN2 KCNQ1 KCNQ3 MECP2 MIR1-1 MIR133A1 MIR208A MIR328 MTNR1B MTOR MYH14 NDP NEDD4L NOS1AP NPR2 NPS NRCAM NTRK2 NUP155 P2RX1 P2RX4 PKP2 PTPN3 RANGRF RNF207 RYR2 SCN10A SCN11A SCN1A SCN1B SCN2B SCN3B SCN4A SCN4B SCN5A SCN8A SLC4A3 SLC8A1 SLC8A2 SLC9A1 SLMAP SNTA1 SOD1 SRI SUMO1 TACR1 TBX18 TMEM161B TNF TRPM4 USP53 YWHAE YWHAH GOBP_ACTIVATED_T_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ACTIVATED_T_CELL_PROLIFERATION ABL1 AGER ARG1 BTN2A2 BTN3A1 CADM1 CASP3 CD24 CD274 CLC CRTAM EPO FADD FOXP3 FYN GPAM HHLA2 HMGB1 ICOSLG IDO1 IGF1 IGF2 IGFBP2 IL12B IL12RB1 IL18 IL2 IL23A IL23R IL2RA LGALS9 LILRB4 LRRC32 MIR181C MIR21 MIR30B PDCD1LG2 PPP3CA PRKAR1A PRNP PYCARD RC3H1 RIPK3 RPS3 SCRIB SLAMF1 STAT5B TMIGD2 TNFSF9 GOBP_ACTIVATION_INDUCED_CELL_DEATH_OF_T_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ACTIVATION_INDUCED_CELL_DEATH_OF_T_CELLS AKT1 DNAJA3 FADD FAS GPAM IL2RA RIPK3 RPS6 TSC22D3 GOBP_ACTIVATION_OF_ADENYLATE_CYCLASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ACTIVATION_OF_ADENYLATE_CYCLASE_ACTIVITY ACR ADCYAP1 ADORA2B ADORA3 ADRB2 ADRB3 AVPR2 CALCR CAP1 CAP2 CRHR1 DRD1 DRD5 EDNRA FSHR GIPR GLP1R LGR4 LGR5 LHCGR P2RY11 RAF1 RXFP1 RXFP2 TMIGD3 TSHR GOBP_ACTIVATION_OF_CYSTEINE_TYPE_ENDOPEPTIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ACTIVATION_OF_CYSTEINE_TYPE_ENDOPEPTIDASE_ACTIVITY ASPH BAD BAK1 CASP8 CIDEB CYFIP2 FADD GRIN2A IFI16 LGMN NLRC4 PERP RIPK2 TBC1D10A GOBP_ACTIVATION_OF_CYSTEINE_TYPE_ENDOPEPTIDASE_ACTIVITY_INVOLVED_IN_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ACTIVATION_OF_CYSTEINE_TYPE_ENDOPEPTIDASE_ACTIVITY_INVOLVED_IN_APOPTOTIC_PROCESS ACER2 AIFM1 ANP32B APAF1 ATP2A3 BAD BAX BBC3 BCL2L10 BCL2L13 BID BOK CARD8 CASP10 CASP2 CASP8 CASP8AP2 CASP9 COL4A3 CRADD CYCS DAP DIABLO DLC1 EGLN3 EIF2AK3 F2R F3 FAM162A FASLG HIP1 HIP1R HSPD1 HSPE1 IFT57 JAK2 KHDC1 KHDC1L LAPTM5 LCK MAPT MIR15A MTCH1 MUL1 NGFR NKX3-1 NLRC4 NLRP1 NLRP12 NOD1 PDCD2 PIDD1 PPARG PYCARD RACK1 ROBO1 RPS27L S100A8 S100A9 SENP1 SLC22A2 SMAD3 SNCA ST20 TNF TNFSF15 VCP XDH GOBP_ACTIVATION_OF_CYSTEINE_TYPE_ENDOPEPTIDASE_ACTIVITY_INVOLVED_IN_APOPTOTIC_PROCESS_BY_CYTOCHROME_C https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ACTIVATION_OF_CYSTEINE_TYPE_ENDOPEPTIDASE_ACTIVITY_INVOLVED_IN_APOPTOTIC_PROCESS_BY_CYTOCHROME_C APAF1 BAX BOK CASP9 CYCS DIABLO GOBP_ACTIVATION_OF_GTPASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ACTIVATION_OF_GTPASE_ACTIVITY ABR AGAP1 AGAP11 AGAP2 AGAP3 AGAP4 AGAP5 AGAP6 AGAP7P AGAP9 APC2 ARHGAP22 ARHGAP24 ARHGAP25 ARHGAP29 ARHGAP42 ARHGAP45 ARHGEF10 ARHGEF15 ARHGEF16 ARHGEF19 ARHGEF26 ARHGEF5 BCR CCDC125 CCL21 CCR7 CORO1C CXCL13 DOCK7 ECT2 EPHA1 EPHA2 EVI5 EVI5L FOXJ1 GARNL3 GMIP GPR65 GRTP1 MTSS2 NGEF NTF3 NTRK3 PIP5K1A RALGAPA1 RALGAPA2 RALGAPB RANGAP1 RAP1GAP RAP1GAP2 RASGRF1 RASGRP1 RHOG SCRIB SGSM1 SGSM2 SGSM3 SIPA1 SIPA1L1 SIPA1L2 SIPA1L3 SLC27A4 SYDE1 SYDE2 TAX1BP3 TBC1D1 TBC1D10A TBC1D10B TBC1D10C TBC1D12 TBC1D13 TBC1D14 TBC1D15 TBC1D16 TBC1D17 TBC1D2 TBC1D21 TBC1D22A TBC1D22B TBC1D25 TBC1D26 TBC1D2B TBC1D3 TBC1D30 TBC1D3B TBC1D3C TBC1D3D TBC1D3E TBC1D3F TBC1D3G TBC1D3H TBC1D3I TBC1D3K TBC1D3L TBC1D4 TBC1D5 TBC1D7 TBC1D8 TBC1D8B TBC1D9 TBC1D9B TBCK TIAM1 TIAM2 TSC1 USP6NL GOBP_ACTIVATION_OF_IMMUNE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ACTIVATION_OF_IMMUNE_RESPONSE A2M ABL1 ACOD1 ADA AIM2 ALPK1 ANKRD17 AP3B1 APPL1 APPL2 ARRB2 ATAT1 BAG6 BANK1 BAX BCAR1 BCL10 BCL2 BIRC2 BIRC3 BLK BLNK BMX BPIFB1 BRAF BRCC3 BTK BTN1A1 BTN2A1 BTN2A2 BTN2A3P BTN3A1 BTN3A2 BTN3A3 BTNL10P BTNL2 BTNL3 BTNL8 BTNL9 C1QA C1QB C1QBP C1QC C1R C1RL C1S C2 C3 C3AR1 C4A C4B C4BPA C4BPB C5 C5AR1 C5AR2 C6 C7 C8A C8B C8G C9 CACNB3 CACNB4 CACTIN CARD11 CARD8 CASP1 CASP6 CAV1 CBLB CCR7 CD14 CD160 CD19 CD22 CD226 CD247 CD276 CD28 CD300A CD300LF CD36 CD38 CD3D CD3E CD3G CD40 CD46 CD47 CD55 CD59 CD5L CD79A CD79B CD81 CD8A CD8B CEACAM1 CFB CFD CFH CFHR1 CFHR2 CFHR3 CFHR4 CFHR5 CFI CFP CGAS CHUK CLEC4E CLEC6A CLEC7A CLPB CLU CMKLR1 CMTM3 COLEC10 COLEC11 COLEC12 CPTP CR1 CR1L CR2 CREBBP CRKL CSK CSNK1A1 CTLA4 CTSS CYBA CYLD DAB2IP DDX3X DDX60 DENND1B DGKZ DHX33 DHX58 DUSP22 DUSP3 ECSIT EIF2AK2 EIF2B1 EIF2B2 EIF2B3 EIF2B4 EIF2B5 ELF1 EP300 EPG5 ERBIN ERMAP ESR1 EZR F2RL1 FBXL2 FCER1G FCGR2B FCHO1 FCN1 FCN2 FCN3 FCRL3 FFAR2 FGR FLOT1 FLOT2 FOSL1 FOSL2 FOXP1 FOXP3 FPR1 FPR2 FPR3 FYB1 FYB2 FYN GATA3 GBP1 GBP2 GBP5 GCSAM GCSAML GFI1 GPATCH3 GPLD1 GPR108 GPR32 GPR32P1 GPR33 GPS2 GRAMD4 GRB2 HAVCR2 HCK HEXIM1 HHLA2 HLA-A HLA-DPB1 HLA-DQB1 HLA-DRB1 HLA-DRB3 HMGB1 HMSD HRAS HSP90AA1 HSPA1A HSPA1B HSPA8 HSPD1 ICOSLG IFI16 IFI35 IFIH1 IGHA1 IGHA2 IGHD IGHE IGHG1 IGHG2 IGHG3 IGHG4 IGHM IGKC IGLC1 IGLC3 IGLC6 IGLC7 IKBKB IKBKG IL1B INAVA INPP5D IPO5 IRAK1 IRAK2 IRAK3 IRAK4 IRF1 IRF3 IRF4 IRF7 IRGM ITCH ITK KCNJ8 KCNN4 KHDRBS1 KIR2DS2 KLHL6 KLRC1 KLRC2 KLRC3 KLRC4 KLRC4-KLRK1 KLRD1 KLRK1 KRT1 LACC1 LAPTM5 LAT LAT2 LAX1 LBP LCK LCP2 LGALS3 LGALS9 LGR4 LILRA2 LILRA4 LILRB4 LIME1 LIMK1 LIPA LPXN LRCH4 LRRC14 LRRC19 LSM14A LTF LY96 LYN MALT1 MAP2K6 MAP3K7 MAPK1 MAPK8 MAPKAPK2 MAPKAPK3 MARK4 MASP1 MASP2 MATR3 MAVS MBL2 MEF2C MEFV MFHAS1 MICB MIR140 MIR146A MIR149 MIR17 MIR18A MIR19A MIR20A MIR34A MIR520B MIR520E MIR708 MNDA MOG MS4A1 MYD88 MYO1G NAGK NAGLU NAIP NCKAP1L NCR3 NCR3LG1 NECTIN2 NEK7 NFAM1 NFATC2 NFKB1 NFKBIA NFKBID NFKBIL1 NFKBIZ NINJ1 NLRC3 NLRC4 NLRP1 NLRP10 NLRP2B NLRP3 NLRP6 NLRX1 NMI NOD1 NOD2 NONO NOP53 NPLOC4 NR1D1 NR1H3 NR1H4 NR4A3 OAS1 OAS3 OASL OTUD4 OTULIN PAK1 PAK2 PAK3 PAWR PDE4B PDE4D PDPK1 PELI1 PHB1 PHB2 PHPT1 PIK3AP1 PIK3CA PIK3CD PIK3R1 PJA2 PLA2G6 PLCG1 PLCG2 PLCL2 PLD2 PLEKHA1 PLPP4 PLSCR1 PPP2CA PQBP1 PRAM1 PRKCB PRKCD PRKCE PRKCH PRKD1 PRKD2 PRKDC PRNP PSEN1 PSPC1 PTK2 PTPN2 PTPN22 PTPN6 PTPRC PTPRJ PTPRS PUM1 PUM2 PVRIG PYCARD PYDC1 PYDC2 PYDC5 PYHIN1 RAB11FIP2 RAB29 RAB7B RABGEF1 RBCK1 RBM14 RC3H1 RC3H2 REG3G RELA RFTN1 RGCC RIGI RIOK3 RIPK2 RNF125 RNF135 RNF31 RPS3 RPS6KA3 RSAD2 RTN4 S100A14 SARM1 SCARA3 SCIMP SEC14L1 SERPING1 SFPQ SH2B2 SH2D1A SHB SIN3A SIRT2 SKAP1 SLA2 SLC15A2 SLC15A3 SLC15A4 SLC39A10 SLC39A6 SLC46A2 SMPDL3B SOS1 SPG21 SPPL3 SRC STAP1 STING1 STK11 STMP1 STOML2 SUSD4 SVEP1 SYK TARBP2 TASL TBK1 TEC TESPA1 THEMIS THEMIS2 THY1 TICAM1 TICAM2 TIFA TIRAP TKFC TLR1 TLR10 TLR2 TLR3 TLR4 TLR5 TLR6 TLR7 TLR8 TLR9 TMEM126A TMIGD2 TNF TNFAIP3 TNFRSF21 TNIP1 TNIP2 TNIP3 TOMM70 TRAC TRAF3 TRAF6 TRAT1 TRBC1 TRBC2 TRDC TREM2 TREML4 TREX1 TRGC1 TRGC2 TRIL TRIM11 TRIM15 TRIM25 TRIM3 TRIM31 TRIM5 TSPAN6 TXK TYRO3 TYROBP UBASH3A UBE2N UBQLN1 UFD1 UNC93B1 USP15 USP17L2 USP50 VAV1 VAV2 VAV3 VSIG4 VTCN1 WDFY1 WNK1 XIAP XRCC5 XRCC6 YES1 ZAP70 ZBP1 ZC3H12A ZCCHC3 ZDHHC12 ZDHHC5 ZNFX1 ZNRF1 ZNRF4 GOBP_ACTIVATION_OF_INNATE_IMMUNE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ACTIVATION_OF_INNATE_IMMUNE_RESPONSE ACOD1 AIM2 ALPK1 ANKRD17 AP3B1 APPL1 APPL2 ARRB2 ATAT1 BCL10 BIRC2 BIRC3 BPIFB1 BRCC3 BTK C1QBP CACTIN CARD8 CASP1 CASP6 CAV1 CD14 CD300A CD300LF CD36 CD40 CGAS CHUK CLEC4E CLEC6A CLEC7A CLPB COLEC10 COLEC11 COLEC12 CPTP CREBBP CSNK1A1 CTSS CYBA CYLD DAB2IP DDX3X DDX60 DHX33 DHX58 ECSIT EIF2AK2 EP300 EPG5 ERBIN ESR1 F2RL1 FBXL2 FCN1 FCN2 FCN3 FCRL3 FFAR2 FLOT1 FLOT2 FOSL1 FYN GBP2 GBP5 GFI1 GPATCH3 GPR108 GPS2 GRAMD4 HAVCR2 HCK HEXIM1 HMGB1 HSP90AA1 HSPA1A HSPA1B HSPA8 HSPD1 IFI16 IFI35 IFIH1 IKBKB INAVA IPO5 IRAK1 IRAK2 IRAK3 IRAK4 IRF1 IRF3 IRF4 IRF7 IRGM ITCH KCNJ8 KIR2DS2 KLRC1 KLRC2 KLRC3 KLRC4 KLRC4-KLRK1 KLRD1 KLRK1 LACC1 LBP LGALS9 LGR4 LILRA2 LILRA4 LRCH4 LRRC14 LRRC19 LSM14A LTF LY96 LYN MAP2K6 MAP3K7 MAPK8 MAPKAPK2 MAPKAPK3 MARK4 MATR3 MAVS MBL2 MEFV MFHAS1 MIR140 MIR146A MIR149 MIR17 MIR19A MIR20A MIR708 MNDA MYD88 NAGK NAGLU NAIP NEK7 NFKBIA NFKBIL1 NFKBIZ NINJ1 NLRC3 NLRC4 NLRP1 NLRP10 NLRP2B NLRP3 NLRP6 NLRX1 NMI NOD1 NOD2 NONO NOP53 NPLOC4 NR1D1 NR1H3 NR1H4 OAS1 OAS3 OASL OTUD4 OTULIN PAK1 PAK2 PAK3 PDPK1 PELI1 PHB1 PHB2 PIK3AP1 PIK3R1 PJA2 PLCG2 PPP2CA PQBP1 PRKCE PRKD1 PRKDC PSPC1 PTPN22 PTPRS PUM1 PUM2 PYCARD PYDC1 PYDC2 PYDC5 PYHIN1 RAB11FIP2 RAB7B RBM14 REG3G RELA RFTN1 RIGI RIOK3 RIPK2 RNF125 RNF135 RPS6KA3 RSAD2 RTN4 S100A14 SARM1 SCARA3 SCIMP SEC14L1 SFPQ SIN3A SIRT2 SLC15A2 SLC15A3 SLC15A4 SLC46A2 SMPDL3B SRC STING1 STMP1 SYK TARBP2 TASL TBK1 TICAM1 TICAM2 TIFA TIRAP TKFC TLR1 TLR10 TLR2 TLR3 TLR4 TLR5 TLR6 TLR7 TLR8 TLR9 TMEM126A TNF TNFAIP3 TNIP1 TNIP2 TNIP3 TOMM70 TRAF3 TRAF6 TREM2 TREML4 TRIL TRIM11 TRIM15 TRIM25 TRIM3 TRIM31 TRIM5 TSPAN6 TYRO3 TYROBP UBQLN1 UFD1 UNC93B1 USP15 USP17L2 USP50 WDFY1 XIAP XRCC5 XRCC6 ZBP1 ZCCHC3 ZDHHC12 ZDHHC5 ZNFX1 ZNRF1 ZNRF4 GOBP_ACTIVATION_OF_JANUS_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ACTIVATION_OF_JANUS_KINASE_ACTIVITY AGT CCL5 CD300A GH1 IL12B IL23A IL23R IL4 IL6R JAK2 PIBF1 PRLR PTK2B GOBP_ACTIVATION_OF_MEIOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ACTIVATION_OF_MEIOSIS MEIOSIN MSX1 MSX2 NPR2 PLCB1 STRA8 GOBP_ACTIVATION_OF_NF_KAPPAB_INDUCING_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ACTIVATION_OF_NF_KAPPAB_INDUCING_KINASE_ACTIVITY CARD10 CARD14 CHI3L1 COPS8 IRAK1 MALT1 MAP3K7 TIRAP TLR3 TLR6 TNFRSF10A TNFRSF10B TNFSF15 TRAF2 TRAF6 ZFP91 GOBP_ACTIVATION_OF_PHOSPHOLIPASE_C_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ACTIVATION_OF_PHOSPHOLIPASE_C_ACTIVITY ADRA1A ANG ARHGAP6 AVPR1A AVPR1B C5AR1 CD86 EDNRA EGFR GNA15 GNAQ GPR55 HTR2A HTR2B ITK LPAR1 LPAR2 NMUR1 P2RY12 P2RY6 PHB1 PHB2 PLCB2 PTH RASGRP4 S1PR4 SELE TXK GOBP_ACTIVATION_OF_PROTEIN_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ACTIVATION_OF_PROTEIN_KINASE_ACTIVITY ABL1 ADCY8 ADRA2A ADRA2B ADRA2C ADRB2 AGT ANG ANGPT1 AXIN1 BORA CALCA CAMKK2 CARD10 CARD14 CCDC88A CCL5 CD300A CD86 CHI3L1 CHRNA3 CLSPN COPS8 DYNAP ECT2 EMP2 FGF1 GAS6 GH1 IGF1 IL12B IL18 IL23A IL23R IL4 IL6R INS INSR IRAK1 ITGB1BP1 ITGB3 JAK2 KIF14 LEP MALT1 MAP3K7 MARK2 MIR143 MIR21 MT3 NRG1 NTF3 NTRK3 OSBPL8 PARK7 PDPK1 PHB1 PHB2 PIBF1 PILRB PINK1 PPIA PRKCD PRLR PRRC1 PTK2B RIPK3 SLC11A1 STK11 STRADA STRADB TAOK2 TGFB2 TGFBR2 TIRAP TLR3 TLR6 TNFRSF10A TNFRSF10B TNFSF15 TOM1L1 TPX2 TRAF2 TRAF6 TXN VEGFA WNT5A ZFP91 GOBP_ACTIVATION_OF_PROTEIN_KINASE_B_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ACTIVATION_OF_PROTEIN_KINASE_B_ACTIVITY ADRA2A ADRA2B ADRA2C ANG CCDC88A DYNAP FGF1 GAS6 IGF1 IL18 INS INSR ITGB1BP1 MIR143 MIR21 MT3 NRG1 NTF3 NTRK3 OSBPL8 PARK7 PDPK1 PINK1 PPIA TXN WNT5A GOBP_ACTIVATION_OF_PROTEIN_KINASE_C_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ACTIVATION_OF_PROTEIN_KINASE_C_ACTIVITY ABL1 CD86 LEP PHB1 PHB2 GOBP_ACTIVATION_OF_TRANSMEMBRANE_RECEPTOR_PROTEIN_TYROSINE_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ACTIVATION_OF_TRANSMEMBRANE_RECEPTOR_PROTEIN_TYROSINE_KINASE_ACTIVITY ADRB2 ANGPT1 CHRNA3 NRG1 PILRB PRLR GOBP_ACTIVIN_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ACTIVIN_RECEPTOR_SIGNALING_PATHWAY ACVR1 ACVR1B ACVR1C ACVR2A ACVR2B ACVRL1 BMP10 BMPR2 CER1 CFC1 CFC1B CITED2 CSNK2B DACT1 DACT2 DAND5 DMRT1 FGF10 FGF9 FKBP1A FOXH1 FST FSTL3 GDF2 GDF6 GDF7 HJV IGSF1 INHBA INHBB LEMD3 MAGI2 NODAL NOMO1 NOMO3 SHH SKI SMAD2 SMAD3 SMAD4 SMAD6 SMAD7 SMURF1 TDGF1 TDGF1P3 TGFBR1 TGFBR2 TGIF2 WIF1 ZC3H3 GOBP_ACTOMYOSIN_CONTRACTILE_RING_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ACTOMYOSIN_CONTRACTILE_RING_ORGANIZATION ANLN ECT2 IQGAP1 IQGAP2 IQGAP3 PDCD6IP PLEC RACGAP1 RTKN VPS4A GOBP_ACTOMYOSIN_STRUCTURE_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ACTOMYOSIN_STRUCTURE_ORGANIZATION ABL1 ACTA1 ACTC1 ACTG1 ACTL8 ACTN2 ADPRHL1 AKAP13 ALKBH4 ALMS1 ANKRD1 ANKRD23 ANLN APOA1 ARAP1 ARHGAP28 ARHGAP6 ARHGEF10 ARHGEF10L ARHGEF15 ARHGEF18 ARHGEF5 ARRB1 ASAP3 BAG4 BBS4 BMP10 BRAF CAPN3 CARMIL1 CASQ1 CAV3 CCDC88A CCN2 CD47 CDC42 CDC42BPA CDC42BPB CDC42BPG CFL2 CFLAR CGNL1 CLASP1 CLASP2 CNN1 CNN2 CNN3 CORO2B CSRP1 CSRP2 CSRP3 CUL3 DLC1 ECT2 EDN1 ELN EPB41 EPB41L1 EPB41L2 EPB41L3 EPB41L4A EPB41L4B EPB41L5 EPHA1 EVL F11R FAM171A1 FERMT2 FHDC1 FHOD1 FHOD3 FLII FLNC FRMD3 FRMD5 FRMD7 GPR65 INPP5K IQGAP1 IQGAP2 IQGAP3 ITGB1 ITGB1BP1 ITGB5 KCTD13 KLHL41 KRT19 KRT8 LDB3 LIMCH1 LIMK1 LMOD1 LMOD2 LMOD3 LPAR1 MEF2A MET MIR1-1 MIR138-1 MIR149 MIR20A MIR21 MKKS MTOR MYH10 MYH11 MYH14 MYH3 MYH6 MYH7 MYH9 MYL2 MYL9 MYLK3 MYO18A MYO18B MYOC MYOM2 MYOZ1 MYOZ2 MYPN NEB NEBL NF2 NKX2-5 NRAP NRP1 OBSCN OBSL1 PAK1 PAK2 PDCD10 PDCD6IP PDGFRA PDGFRB PDLIM1 PFN1 PFN2 PGM5 PHACTR1 PHLDB2 PIK3R1 PIK3R2 PLEC PPFIA1 PPM1E PPM1F PRKAR1A PRKD1 PROX1 PTGER4 PTK2B PXN RAC1 RACGAP1 RAPGEF3 RGCC RHOA RHOC RHPN1 RHPN2 RHPN2P1 ROCK1 ROCK2 RTKN S100A10 S1PR1 SDC4 SERPINF2 SFRP1 SIX4 SLC9A1 SMAD3 SMAD4 SORBS1 SORBS3 SRC SRF STMN1 SYNPO2L TACR1 TACSTD2 TCAP TESK1 TGFB3 TGFBR1 TJP1 TMEFF2 TMOD1 TMOD2 TMOD3 TMOD4 TNFAIP1 TNNT1 TNNT2 TNNT3 TPM1 TRPM7 TSC1 TTC8 TTN VPS4A WAS WASF2 WDR1 WNT11 WNT4 ZEB2 ZYX GOBP_ACUTE_INFLAMMATORY_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ACUTE_INFLAMMATORY_RESPONSE A2M ACVR1 ADAM8 ADORA1 AHSG ALOX5AP ANO6 APCS APOL2 ASH1L ASS1 B4GALT1 BTK C2CD4A C2CD4B C3 CCR7 CD163 CD6 CEBPB CNR1 CREB3L3 CRP CTNNBIP1 CXCR2 DNASE1 DNASE1L3 EDNRB EIF2AK1 ELANE EPO EXT1 F12 F2 F3 F8 FCER1A FCGR1A FCGR2B FCGR3A FFAR2 FFAR3 FN1 FUT7 GSTP1 HFE HLA-E HP IGHG1 IL1A IL1B IL20RB IL22 IL31RA IL4 IL6 IL6R IL6ST INS ITIH4 KLKB1 LBP LIPA MBL2 MIR302E MIR92A1 MRGPRX1 MYLK3 NLRP3 NLRP6 NPY5R NUPR1 ORM1 ORM2 OSM OSMR PARK7 PIK3CG PLA2G2D PLSCR1 PRCP PTGER3 PTGES PTGS2 REG3A REG3G RHBDD3 SAA1 SAA2 SAA4 SCN11A SELENOS SERPINA1 SERPINA3 SERPINF2 SIGIRR SPN TFR2 TFRC TNF TNFRSF11A TNFSF11 TNFSF4 TRPV1 UGT1A1 VNN1 ZP3 GOBP_ACUTE_INFLAMMATORY_RESPONSE_TO_ANTIGENIC_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ACUTE_INFLAMMATORY_RESPONSE_TO_ANTIGENIC_STIMULUS A2M BTK C3 CCR7 CD6 CNR1 CXCR2 ELANE EXT1 FCER1A FCGR1A FCGR2B FCGR3A FUT7 HLA-E IGHG1 IL20RB IL31RA MIR302E NLRP6 NPY5R PARK7 PLA2G2D SELENOS SPN ZP3 GOBP_ACUTE_PHASE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ACUTE_PHASE_RESPONSE A2M AHSG APCS APOL2 ASS1 CD163 CEBPB CNR1 CRP EDNRB EPO F2 F8 FN1 HFE HP IL1A IL1B IL22 IL6 IL6R INS ITIH4 LBP MBL2 MRGPRX1 ORM1 ORM2 PLSCR1 PTGER3 PTGES PTGS2 REG3A REG3G SAA1 SAA2 SAA4 SERPINA1 SERPINA3 SERPINF2 SIGIRR TFR2 TFRC TNF TNFRSF11A TNFSF11 TRPV1 UGT1A1 GOBP_ACYLGLYCEROL_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ACYLGLYCEROL_HOMEOSTASIS ABCG5 ABCG8 ACSM2A ADORA1 ANGPTL3 ANGPTL4 ANGPTL8 APOA1 APOA4 APOA5 APOC2 APOC3 APOC4 APOE C1QTNF3 CETP DGAT2 FITM2 FUNDC2 GCKR GIP GPIHBP1 HNF4A IL18 LIPC LPL MED13 MIR208A MIR33A MIR34A MIR379 MLXIPL MTLN NR1H3 NR1H4 PLA2G12B PNPLA8 RORA SCARB1 SESN2 SIRT1 SLC25A27 XBP1 GOBP_ACYLGLYCEROL_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ACYLGLYCEROL_TRANSPORT APOH CD36 CETP DENND5B LPCAT3 MIR30C1 MTTP PRAP1 GOBP_ADAPTATION_OF_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ADAPTATION_OF_SIGNALING_PATHWAY ADM ADRB2 ADRB3 APELA APLN APLNR ARR3 ARRB1 ARRB2 DRD2 DRD3 ENTREP1 GIPR GRK2 GRK3 GRM5 GTF2H2 HTR1B HTR2B NECAB2 RDH11 RHO RS1 SAG UBQLN2 GOBP_ADAPTIVE_IMMUNE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ADAPTIVE_IMMUNE_RESPONSE ADA ADAM17 ADCY7 ADGRE1 AGER AHR AICDA AIRE AKIRIN2 ALCAM ALOX15 ANXA1 APLF ARG1 ARG2 ARID5A ASCL2 ATAD5 B2M BACH2 BATF BCL10 BCL3 BCL6 BMX BTK BTLA BTN3A1 BTN3A2 BTN3A3 BTNL8 C17orf99 C1QA C1QB C1QBP C1QC C1R C1RL C1S C2 C3 C4A C4B C4BPA C4BPB C5 C6 C7 C8A C8B C8G C9 CADM1 CAMK4 CARD9 CCL19 CCR2 CCR6 CD160 CD19 CD1A CD1B CD1C CD1D CD1E CD209 CD226 CD244 CD247 CD27 CD274 CD28 CD3D CD3E CD3G CD4 CD40 CD40LG CD46 CD55 CD6 CD7 CD70 CD74 CD79A CD79B CD80 CD81 CD84 CD86 CD8A CD8B CD8B2 CEACAM1 CFI CLC CLCF1 CLEC10A CLEC4A CLEC4C CLEC4D CLEC4G CLEC4M CLEC6A CLEC7A CLU CR1 CR1L CR2 CRACR2A CRTAM CSF2RB CSK CTLA4 CTNNBL1 CTSC CTSH CTSL CTSS CX3CR1 CXCL13 CYRIB DBNL DCLRE1C DENND1B DUSP10 DUSP22 EBAG9 EBI3 EIF2AK4 EMP2 ENTPD7 EOMES EPHB2 ERAP1 ERAP2 ERCC1 EXO1 EXOSC3 EXOSC6 FADD FBXO38 FCAMR FCER1A FCER1G FCER2 FCGR1A FCGR1BP FCGR2B FCGR3A FCRL4 FGA FGB FGL1 FOXJ1 FOXP3 FUT7 FYN FZD5 GAPT GATA3 GNL1 GPR183 GZMM HAVCR2 HFE HLA-A HLA-B HLA-C HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G HLA-H HLX HMCES HMGB1 HMHB1 HPRT1 HPX HRAS HSPD1 ICAM1 ICOSLG IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IFNE IFNG IFNK IFNW1 IGHA1 IGHA2 IGHD IGHD1-1 IGHE IGHG1 IGHG2 IGHG3 IGHG4 IGHJ1 IGHM IGHV1-18 IGHV1-24 IGHV1-3 IGHV1-45 IGHV1-58 IGHV1-69 IGHV1-69-2 IGHV1-69D IGHV2-26 IGHV2-5 IGHV2-70 IGHV2-70D IGHV3-11 IGHV3-13 IGHV3-15 IGHV3-16 IGHV3-20 IGHV3-21 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-35 IGHV3-38 IGHV3-43 IGHV3-48 IGHV3-49 IGHV3-53 IGHV3-64 IGHV3-64D IGHV3-66 IGHV3-7 IGHV3-72 IGHV3-73 IGHV3-74 IGHV4-28 IGHV4-31 IGHV4-34 IGHV4-39 IGHV4-4 IGHV4-59 IGHV4-61 IGHV5-10-1 IGHV5-51 IGHV6-1 IGHV7-4-1 IGHV7-81 IGHV8-51-1 IGKC IGKJ1 IGKV1-12 IGKV1-13 IGKV1-16 IGKV1-17 IGKV1-27 IGKV1-37 IGKV1-39 IGKV1-5 IGKV1-6 IGKV1-8 IGKV1-9 IGKV1D-12 IGKV1D-13 IGKV1D-17 IGKV1D-33 IGKV1D-37 IGKV1D-39 IGKV1D-42 IGKV1D-43 IGKV1D-8 IGKV2-24 IGKV2-28 IGKV2-29 IGKV2-30 IGKV2-40 IGKV2D-24 IGKV2D-26 IGKV2D-28 IGKV2D-29 IGKV2D-30 IGKV3-15 IGKV3-20 IGKV3-7 IGKV3D-11 IGKV3D-15 IGKV3D-20 IGKV3D-7 IGKV4-1 IGKV5-2 IGKV6-21 IGKV6D-21 IGKV6D-41 IGLC1 IGLC2 IGLC3 IGLC6 IGLC7 IGLJ1 IGLL1 IGLL5 IGLV1-36 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-50 IGLV1-51 IGLV10-54 IGLV11-55 IGLV2-11 IGLV2-14 IGLV2-18 IGLV2-23 IGLV2-33 IGLV2-8 IGLV3-1 IGLV3-10 IGLV3-12 IGLV3-16 IGLV3-19 IGLV3-21 IGLV3-22 IGLV3-25 IGLV3-27 IGLV3-32 IGLV3-9 IGLV4-3 IGLV4-60 IGLV4-69 IGLV5-37 IGLV5-45 IGLV5-48 IGLV5-52 IGLV6-57 IGLV7-43 IGLV7-46 IGLV8-61 IGLV9-49 IL10 IL12A IL12B IL12RB1 IL13RA2 IL17A IL17F IL17RA IL18 IL18BP IL18R1 IL1B IL1R1 IL1RL1 IL2 IL20RB IL21R IL23A IL23R IL27 IL27RA IL2RB IL33 IL4 IL4I1 IL4R IL6 IL6R IL6ST IL7R IL9 IL9R INPP5D IRF1 IRF4 IRF7 ITK JAG1 JAK1 JAK2 JAK3 JAM3 JCHAIN JUNB KCNJ8 KDM5D KLHL6 KLRC1 KLRC2 KLRC4-KLRK1 KLRD1 KLRK1 KMT5B KMT5C LAG3 LAIR1 LAMP3 LAT LAT2 LAX1 LEF1 LIG4 LILRA1 LILRA3 LILRA6 LILRB1 LILRB2 LILRB3 LILRB4 LILRB5 LIME1 LOXL3 LTA LY9 LYN MAD2L2 MALT1 MAP3K7 MARCHF8 MASP2 MBL2 MCOLN1 MCOLN2 MEF2C MICA MICB MIR21 MLH1 MPL MR1 MSH2 MSH6 MTOR MYD88 MYO1G NBN NCKAP1L NCR3LG1 NDFIP1 NECTIN2 NFKB2 NFKBID NFKBIZ NLRP10 NLRP3 NOD2 NOTCH1 NSD2 ORAI1 OTUB1 OTUD7B P2RX7 PAG1 PARP3 PAXIP1 PDCD1 PDCD1LG2 PHB1 PIK3CD PIK3CG PKN1 PLA2G4A PMS2 PPP3CB PRDM1 PRF1 PRKCB PRKCD PRKCQ PRKCZ PRKD2 PRR7 PSG9 PTK2B PTPN6 PTPRC PVR PYCARD RAB27A RAET1E RAET1G RAET1L RAG1 RAP1GAP RAP1GAP2 RAPGEF3 RAPGEF4 RC3H1 RC3H2 RELB RFTN1 RIF1 RIPK2 RIPK3 RNF125 RNF168 RNF19B RNF8 RORA RORC RSAD2 SAMSN1 SANBR SASH3 SCART1 SEMA4A SERPING1 SH2D1A SH2D1B SHLD1 SHLD2 SHLD3 SIGLEC10 SIPA1 SIRT1 SIT1 SKAP1 SLA2 SLAMF1 SLAMF6 SLAMF7 SLC11A1 SLC15A4 SLC22A13 SMAD7 SOCS3 SOCS5 SPN STAT3 STAT4 STAT6 STX7 SUPT6H SUSD4 SVEP1 SWAP70 SYK TAP1 TAP2 TARM1 TBX21 TCIRG1 TEC TFE3 TFEB TFRC TGFB1 THEMIS THOC1 TLR4 TLR8 TMEM98 TNF TNFAIP3 TNFRSF11A TNFRSF13B TNFRSF13C TNFRSF14 TNFRSF17 TNFRSF1B TNFRSF21 TNFSF13 TNFSF13B TNFSF18 TNFSF4 TP53BP1 TRAC TRAF2 TRAF3IP2 TRAF6 TRAJ3 TRAJ31 TRAJ42 TRAT1 TRAV1-1 TRAV1-2 TRAV10 TRAV12-1 TRAV12-2 TRAV12-3 TRAV13-1 TRAV13-2 TRAV14DV4 TRAV16 TRAV17 TRAV18 TRAV19 TRAV2 TRAV20 TRAV21 TRAV22 TRAV23DV6 TRAV24 TRAV25 TRAV26-1 TRAV26-2 TRAV27 TRAV29DV5 TRAV3 TRAV30 TRAV34 TRAV35 TRAV36DV7 TRAV38-1 TRAV38-2DV8 TRAV39 TRAV4 TRAV40 TRAV41 TRAV5 TRAV6 TRAV7 TRAV8-1 TRAV8-2 TRAV8-3 TRAV8-4 TRAV8-6 TRAV9-1 TRAV9-2 TRBC1 TRBC2 TRBD1 TRBJ1-1 TRBJ1-2 TRBJ1-3 TRBJ1-4 TRBJ1-5 TRBJ1-6 TRBJ2-1 TRBJ2-2 TRBJ2-3 TRBJ2-4 TRBJ2-5 TRBJ2-6 TRBJ2-7 TRBV10-1 TRBV10-2 TRBV10-3 TRBV11-1 TRBV11-2 TRBV11-3 TRBV12-3 TRBV12-4 TRBV12-5 TRBV13 TRBV14 TRBV16 TRBV17 TRBV18 TRBV19 TRBV2 TRBV20-1 TRBV23-1 TRBV24-1 TRBV25-1 TRBV27 TRBV28 TRBV29-1 TRBV3-1 TRBV30 TRBV4-1 TRBV4-2 TRBV5-1 TRBV5-3 TRBV5-4 TRBV5-5 TRBV5-6 TRBV5-7 TRBV6-1 TRBV6-4 TRBV6-5 TRBV6-6 TRBV6-7 TRBV6-8 TRBV7-1 TRBV7-2 TRBV7-3 TRBV7-4 TRBV7-6 TRBV7-7 TRBV7-9 TRBV9 TRDC TRDD1 TRDJ1 TRDV1 TRDV2 TRDV3 TREM1 TREM2 TREX1 TRGC1 TRGC2 TRGV1 TRGV10 TRGV11 TRGV2 TRGV3 TRGV4 TRGV5 TRGV8 TRGV9 TRIM27 TRPM4 TSC1 TXK TYK2 ULBP1 ULBP2 ULBP3 UNC13D UNC93B1 UNG VTCN1 WAS XCL1 ZAP70 ZBTB1 ZBTB7B ZC3H12A ZNF683 ZP3 GOBP_ADAPTIVE_IMMUNE_RESPONSE_BASED_ON_SOMATIC_RECOMBINATION_OF_IMMUNE_RECEPTORS_BUILT_FROM_IMMUNOGLOBULIN_SUPERFAMILY_DOMAINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ADAPTIVE_IMMUNE_RESPONSE_BASED_ON_SOMATIC_RECOMBINATION_OF_IMMUNE_RECEPTORS_BUILT_FROM_IMMUNOGLOBULIN_SUPERFAMILY_DOMAINS ADA ADAM17 AGER AHR AICDA AIRE ANXA1 APLF ARG1 ARID5A ASCL2 ATAD5 B2M BACH2 BATF BCL10 BCL3 BCL6 BTK BTN3A2 BTN3A3 C17orf99 C1QA C1QB C1QBP C1QC C1R C1RL C1S C2 C3 C4A C4B C4BPA C4BPB C5 C6 C7 C8A C8B C8G C9 CADM1 CARD9 CCL19 CCR2 CCR6 CD19 CD1A CD1B CD1C CD1D CD1E CD226 CD27 CD274 CD28 CD4 CD40 CD40LG CD46 CD55 CD70 CD74 CD80 CD81 CD8A CEACAM1 CFI CLC CLCF1 CLEC4G CLEC6A CLEC7A CLU CR1 CR1L CR2 CRTAM CSF2RB CTSC CTSH CXCL13 CYRIB DENND1B DUSP22 EBAG9 EBI3 EMP2 ENTPD7 EPHB2 ERCC1 EXO1 EXOSC3 EXOSC6 FADD FBXO38 FCER1A FCER1G FCER2 FCGR1A FCGR2B FCGR3A FOXJ1 FOXP3 FUT7 FZD5 GAPT GATA3 GNL1 GZMM HAVCR2 HFE HLA-A HLA-B HLA-C HLA-DRA HLA-DRB1 HLA-DRB3 HLA-E HLA-F HLA-G HLA-H HLX HMCES HMGB1 HPRT1 HPX HRAS HSPD1 ICAM1 IFNA2 IFNB1 IGHA1 IGHA2 IGHD IGHE IGHG1 IGHG2 IGHG3 IGHG4 IGHM IGHV1-18 IGHV1-24 IGHV1-3 IGHV1-45 IGHV1-58 IGHV1-69 IGHV1-69-2 IGHV1-69D IGHV2-26 IGHV2-5 IGHV2-70 IGHV2-70D IGHV3-11 IGHV3-13 IGHV3-15 IGHV3-16 IGHV3-20 IGHV3-21 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-35 IGHV3-38 IGHV3-43 IGHV3-48 IGHV3-49 IGHV3-53 IGHV3-64 IGHV3-64D IGHV3-66 IGHV3-7 IGHV3-72 IGHV3-73 IGHV3-74 IGHV4-28 IGHV4-31 IGHV4-34 IGHV4-39 IGHV4-4 IGHV4-59 IGHV4-61 IGHV5-10-1 IGHV5-51 IGHV6-1 IGHV7-4-1 IGHV7-81 IGHV8-51-1 IGKC IGLC1 IGLC2 IGLC3 IGLC6 IGLC7 IGLL1 IGLL5 IL10 IL12A IL12B IL12RB1 IL13RA2 IL17RA IL18 IL18BP IL18R1 IL1B IL1R1 IL1RL1 IL2 IL20RB IL21R IL23A IL23R IL27 IL27RA IL2RB IL33 IL4 IL4I1 IL4R IL6 IL6R IL7R IL9 IL9R INPP5D IRF4 IRF7 JAG1 JAK1 JAK2 JAK3 JUNB KDM5D KLHL6 KLRC1 KLRD1 KMT5B KMT5C LEF1 LIG4 LILRB1 LILRB4 LOXL3 LTA LY9 MAD2L2 MALT1 MAP3K7 MASP2 MBL2 MEF2C MICA MICB MIR21 MLH1 MPL MR1 MSH2 MSH6 MTOR MYD88 MYO1G NBN NCKAP1L NCR3LG1 NDFIP1 NECTIN2 NFKB2 NFKBID NFKBIZ NLRP10 NLRP3 NOD2 NOTCH1 NSD2 P2RX7 PARP3 PAXIP1 PHB1 PKN1 PLA2G4A PMS2 PPP3CB PRF1 PRKCD PRKCQ PRKCZ PSG9 PTPN6 PTPRC PVR RAB27A RAET1E RAET1G RAET1L RC3H1 RC3H2 RELB RFTN1 RIF1 RIPK2 RIPK3 RNF168 RNF8 RORA RORC RSAD2 SANBR SASH3 SCART1 SEMA4A SERPING1 SHLD1 SHLD2 SHLD3 SLA2 SLAMF1 SLAMF6 SLC11A1 SLC15A4 SLC22A13 SMAD7 SOCS3 SOCS5 SPN STAT3 STAT4 STAT6 STX7 SUPT6H SUSD4 SVEP1 SWAP70 TAP2 TBX21 TCIRG1 TFRC TGFB1 THOC1 TLR4 TLR8 TMEM98 TNF TNFAIP3 TNFRSF1B TNFSF13 TNFSF13B TNFSF18 TNFSF4 TP53BP1 TRAF2 TRAF3IP2 TRAF6 TREM2 TREX1 TRPM4 TYK2 ULBP1 ULBP2 ULBP3 UNC13D UNC93B1 UNG WAS XCL1 ZBTB1 ZBTB7B ZC3H12A ZP3 GOBP_ADAPTIVE_THERMOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ADAPTIVE_THERMOGENESIS ABHD6 ACADL ACHE ACOT11 ACOT13 ACSL1 ACTN3 ACVR2B ADAM17 ADAMTS5 ADCYAP1 ADIPOQ ADIPOR1 ADIPOR2 ADISSP ADRB1 ADRB2 ADRB3 ALDH1A1 ALMS1 ALPL APC APPL2 ARRDC3 ATF4 BMAL1 BMP8A BSCL2 CAV1 CCR2 CD36 CEBPB CIDEA CKB CMKLR1 CNOT3 CPT2 CXCR4 DBH DDIT3 DECR1 DHRS7B DIO2 DOCK7 DYNC1H1 EBF2 EHMT1 ELOVL3 ELOVL6 EPAS1 ESRRG FABP4 FABP5 FFAR4 FGF21 FH FLCN FOXC2 G0S2 GADD45G GATM GHRL GJA1 GNAS GPR3 GRB10 HADH HCRT HDAC3 HNRNPU HOXC10 HSF1 ID1 IGF1R IGF2BP2 IL13 IL15 IL18 IL18R1 IL4 IL4R IP6K1 IRF4 JAK2 KDM1A KDM3A KDM6B KSR2 LAMA4 LCN2 LEP LEPR LETMD1 LGR4 LIPA LNPEP LPIN1 MAP2K6 MC4R MFAP2 MFN2 NOTCH1 NOVA1 NOVA2 NPR3 NR1D1 NR1H2 NR1H3 NRDC OGT OMA1 OXT OXTR PCTP PDGFC PEMT PER2 PGAM5 PHOX2B PLAC8 PLCL1 PLCL2 PM20D1 PPARGC1A PPARGC1B PRDM16 PRKAB1 PRKAB2 PRLR PTH2R PWWP2B RB1 RBPJ RHEB S100B SCD SCT SCTR SFXN5 SIRT6 SLC25A4 SLC25A44 SLC25A5 SLN SMARCA4 SORL1 STAT6 STK11 SYK TFE3 THADA THRA TLE3 TLR4 TRPM8 TRPV1 TRPV2 TRPV4 TSHR UCP1 UCP2 UCP3 VEGFA WNT10B YBX2 ZBTB7B ZNF423 ZNF516 GOBP_ADENINE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ADENINE_TRANSPORT SLC25A4 SLC25A5 SLC29A1 SLC29A2 SLC43A3 VDAC3 GOBP_ADENOHYPOPHYSIS_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ADENOHYPOPHYSIS_DEVELOPMENT BMP2 DRD2 FGF2 FGF8 GATA2 GHRH GHRHR GSX1 HES1 LHX3 PITX2 POU1F1 PROP1 SLC6A3 SOX2 WNT4 GOBP_ADENOSINE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ADENOSINE_METABOLIC_PROCESS ACP3 ADA ADA2 ADAL NT5C1A NT5C1B NT5C2 NT5E PTGDR XDH GOBP_ADENOSINE_TO_INOSINE_EDITING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ADENOSINE_TO_INOSINE_EDITING ADAD1 ADAD2 ADAR ADARB1 ADARB2 ADAT2 METTL3 GOBP_ADENOSINE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ADENOSINE_TRANSPORT SLC28A2 SLC29A1 SLC29A2 SLC29A3 SLC29A4 GOBP_ADENYLATE_CYCLASE_ACTIVATING_ADRENERGIC_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ADENYLATE_CYCLASE_ACTIVATING_ADRENERGIC_RECEPTOR_SIGNALING_PATHWAY ADCY9 ADRA1A ADRA1B ADRA1D ADRA2A ADRA2B ADRA2C ADRB1 ADRB2 ADRB3 AKAP13 ARRDC3 ATP2B4 CHGA CRTC3 DRD1 DRD2 DRD3 DRD5 GNAI2 GPR101 MIR1-1 MIR133A1 PDE4B PDE4D PLN RAPGEF2 GOBP_ADENYLATE_CYCLASE_ACTIVATING_ADRENERGIC_RECEPTOR_SIGNALING_PATHWAY_INVOLVED_IN_HEART_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ADENYLATE_CYCLASE_ACTIVATING_ADRENERGIC_RECEPTOR_SIGNALING_PATHWAY_INVOLVED_IN_HEART_PROCESS AKAP13 ATP2B4 CHGA GNAI2 MIR1-1 MIR133A1 PDE4B PDE4D PLN GOBP_ADENYLATE_CYCLASE_ACTIVATING_DOPAMINE_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ADENYLATE_CYCLASE_ACTIVATING_DOPAMINE_RECEPTOR_SIGNALING_PATHWAY ADCY5 DRD1 DRD3 DRD5 GNAS GNB1 GNG2 NHERF1 PTGER1 GOBP_ADENYLATE_CYCLASE_ACTIVATING_G_PROTEIN_COUPLED_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ADENYLATE_CYCLASE_ACTIVATING_G_PROTEIN_COUPLED_RECEPTOR_SIGNALING_PATHWAY ABCA1 ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ADCYAP1 ADGRB1 ADGRB2 ADGRB3 ADGRD1 ADGRD2 ADGRE1 ADGRE2 ADGRE3 ADGRE5 ADGRF1 ADGRF2 ADGRF3 ADGRF4 ADGRF5 ADGRG1 ADGRG2 ADGRG3 ADGRG4 ADGRG5 ADGRG6 ADGRG7 ADGRL1 ADGRL2 ADGRL3 ADGRL4 ADM ADM2 ADM5 ADORA2A ADORA2B ADRA1A ADRA1B ADRA1D ADRA2A ADRA2B ADRA2C ADRB1 ADRB2 ADRB3 AKAP13 APLP1 ARRDC3 ATP2B4 CALCA CALCB CALCR CALCRL CHGA CNR1 CNR2 CRHR1 CRTC3 CXCL10 CXCL11 CXCL9 DRD1 DRD2 DRD3 DRD5 FSHR GALR1 GALR2 GCG GCGR GHRH GHRHR GIP GIPR GLP1R GNA13 GNAI2 GNAQ GNAS GNB1 GNG2 GPER1 GPHA2 GPHB5 GPR101 GPR119 GPR12 GPR157 GPR161 GPR26 GPR3 GPR4 GPR6 GPR62 GPR65 GPR78 GSK3A HTR5A IAPP LGR4 LGR5 LHCGR LPAR1 LPAR2 LPAR3 MC1R MC2R MC3R MC4R MC5R MIR1-1 MIR133A1 MRAP MRAP2 NHERF1 OPRL1 PDE4A PDE4B PDE4D PF4 PLN PRKACA PRKAR1A PRKCA PTGER1 PTGER2 PTGER3 PTGER4 PTGFR PTGIR PTH PTH1R PTHLH RAMP1 RAMP2 RAMP3 RAPGEF2 RAPGEF4 RIT2 RXFP1 RXFP2 S1PR1 S1PR2 S1PR3 S1PR4 S1PR5 SSTR4 TBXA2R TCP11 TSHR UCN2 UCN3 VIP GOBP_ADENYLATE_CYCLASE_INHIBITING_DOPAMINE_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ADENYLATE_CYCLASE_INHIBITING_DOPAMINE_RECEPTOR_SIGNALING_PATHWAY ADCY5 DRD2 DRD3 DRD4 FLNA PRMT5 GOBP_ADENYLATE_CYCLASE_INHIBITING_G_PROTEIN_COUPLED_ACETYLCHOLINE_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ADENYLATE_CYCLASE_INHIBITING_G_PROTEIN_COUPLED_ACETYLCHOLINE_RECEPTOR_SIGNALING_PATHWAY CHRM1 CHRM2 CHRM3 CHRM4 CHRM5 HRH3 HRH4 OPRM1 GOBP_ADENYLATE_CYCLASE_INHIBITING_G_PROTEIN_COUPLED_GLUTAMATE_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ADENYLATE_CYCLASE_INHIBITING_G_PROTEIN_COUPLED_GLUTAMATE_RECEPTOR_SIGNALING_PATHWAY GRIK3 GRM1 GRM2 GRM3 GRM4 GRM5 GRM6 GRM7 GRM8 GOBP_ADENYLATE_CYCLASE_INHIBITING_G_PROTEIN_COUPLED_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ADENYLATE_CYCLASE_INHIBITING_G_PROTEIN_COUPLED_RECEPTOR_SIGNALING_PATHWAY ADCY2 ADCY4 ADCY5 ADCY6 ADCY7 ADORA1 ADRA2A AKAP12 AKAP5 CASR CHRM1 CHRM2 CHRM3 CHRM4 CHRM5 CORT DRD2 DRD3 DRD4 EDN1 EDNRA FFAR3 FLNA FPR2 GABBR1 GABBR2 GNAI1 GNAI2 GNAI3 GNAZ GPR176 GPR37 GPR37L1 GRIK3 GRM1 GRM2 GRM3 GRM4 GRM5 GRM6 GRM7 GRM8 HRH3 HRH4 HTR1A HTR1B HTR1D HTR1E HTR1F HTR5A INSL3 ITGB3 LPAR1 MARCO MCHR1 MIR133A1 MIR30E MTNR1A NPY1R NPY2R OPRD1 OPRK1 OPRL1 OPRM1 OXER1 P2RY1 P2RY12 PALM PDE2A PRMT5 PSAP PSAPL1 PTGDR2 RGS1 RGS2 RIC8A RXFP2 S1PR1 S1PR3 SSTR2 GOBP_ADENYLATE_CYCLASE_INHIBITING_SEROTONIN_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ADENYLATE_CYCLASE_INHIBITING_SEROTONIN_RECEPTOR_SIGNALING_PATHWAY DRD4 HTR1A HTR1B HTR1D HTR1E HTR1F HTR5A GOBP_ADENYLATE_CYCLASE_MODULATING_G_PROTEIN_COUPLED_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ADENYLATE_CYCLASE_MODULATING_G_PROTEIN_COUPLED_RECEPTOR_SIGNALING_PATHWAY ABCA1 ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ADCYAP1 ADCYAP1R1 ADGRB1 ADGRB2 ADGRB3 ADGRD1 ADGRD2 ADGRE1 ADGRE2 ADGRE3 ADGRE5 ADGRF1 ADGRF2 ADGRF3 ADGRF4 ADGRF5 ADGRG1 ADGRG2 ADGRG3 ADGRG4 ADGRG5 ADGRG6 ADGRG7 ADGRL1 ADGRL2 ADGRL3 ADGRL4 ADM ADM2 ADM5 ADORA1 ADORA2A ADORA2B ADRA1A ADRA1B ADRA1D ADRA2A ADRA2B ADRA2C ADRB1 ADRB2 ADRB3 AKAP12 AKAP13 AKAP5 APLP1 ARRDC3 ATP2B4 AVPR2 CACNA1D CALCA CALCB CALCR CALCRL CASR CCR3 CHGA CHRM1 CHRM2 CHRM3 CHRM4 CHRM5 CNR1 CNR2 CORT CRHR1 CRHR2 CRTC3 CXCL10 CXCL11 CXCL9 DRD1 DRD2 DRD3 DRD4 DRD5 EDN1 EDNRA FFAR3 FLNA FPR1 FPR2 FSHR GABBR1 GABBR2 GALR1 GALR2 GALR3 GCG GCGR GHRH GHRHR GIP GIPR GLP1R GLP2R GNA11 GNA12 GNA13 GNA14 GNA15 GNAI1 GNAI2 GNAI3 GNAL GNAO1 GNAQ GNAS GNAT1 GNAT2 GNAT3 GNAZ GNB1 GNG2 GPER1 GPHA2 GPHB5 GPR101 GPR119 GPR12 GPR157 GPR161 GPR171 GPR176 GPR26 GPR3 GPR37 GPR37L1 GPR4 GPR6 GPR62 GPR65 GPR78 GRIK3 GRK5 GRM1 GRM2 GRM3 GRM4 GRM5 GRM6 GRM7 GRM8 GSK3A HRH3 HRH4 HTR1A HTR1B HTR1D HTR1E HTR1F HTR5A IAPP INSL3 ITGB3 LGR4 LGR5 LHCGR LPAR1 LPAR2 LPAR3 MARCO MC1R MC2R MC3R MC4R MC5R MCHR1 MIR1-1 MIR133A1 MIR30E MRAP MRAP2 MTNR1A NHERF1 NPY1R NPY2R OPRD1 OPRK1 OPRL1 OPRM1 OXER1 P2RY1 P2RY12 PALM PDE2A PDE4A PDE4B PDE4D PF4 PLN PRKACA PRKACB PRKAR1A PRKCA PRMT5 PSAP PSAPL1 PTGDR2 PTGER1 PTGER2 PTGER3 PTGER4 PTGFR PTGIR PTH PTH1R PTH2R PTHLH RAMP1 RAMP2 RAMP3 RAPGEF2 RAPGEF4 RGS1 RGS2 RIC8A RIMS2 RIT2 RXFP1 RXFP2 S1PR1 S1PR2 S1PR3 S1PR4 S1PR5 SCTR SSTR2 SSTR4 TBXA2R TCP11 TSHR UCN2 UCN3 VIP VIPR1 VIPR2 WASF2 GOBP_ADHERENS_JUNCTION_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ADHERENS_JUNCTION_ASSEMBLY ACTB CTNNB1 DLG5 FER HIPK1 JAM3 PAK2 PIP5K1C RAMP2 SMAD7 TBCD VCL ZNF703 GOBP_ADHERENS_JUNCTION_MAINTENANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ADHERENS_JUNCTION_MAINTENANCE CAMSAP3 FERMT2 INAVA KIFC3 MTSS1 PLEKHA7 TJP1 GOBP_ADHERENS_JUNCTION_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ADHERENS_JUNCTION_ORGANIZATION ACTB ADAM10 ADD1 BMP6 CAMSAP3 CDC42 CDH1 CDH10 CDH11 CDH12 CDH13 CDH15 CDH17 CDH18 CDH19 CDH2 CDH20 CDH22 CDH24 CDH26 CDH3 CDH4 CDH5 CDH6 CDH7 CDH8 CDH9 CDHR3 CSK CTNNB1 DLG5 DSP EFNB2 EPHA4 FER FERMT2 HIPK1 INAVA JAM3 KIFC3 MTSS1 NUMB NUMBL PAK2 PIP5K1C PLEC PLEKHA7 PTPN23 RAMP2 RDX SMAD7 SRC TBCD TJP1 VCL VEGFA ZNF703 GOBP_ADHESION_OF_SYMBIONT_TO_HOST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ADHESION_OF_SYMBIONT_TO_HOST ACE2 BPIFA1 CD209 CLEC4M DPP4 GAS6 HSP90AB1 HSPD1 ICAM1 INHBB LRRC15 LTF NECTIN2 SCARB1 GOBP_ADHESION_OF_SYMBIONT_TO_HOST_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ADHESION_OF_SYMBIONT_TO_HOST_CELL ACE2 CD209 CLEC4M DPP4 GAS6 HSP90AB1 ICAM1 INHBB LRRC15 NECTIN2 GOBP_ADIPONECTIN_ACTIVATED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ADIPONECTIN_ACTIVATED_SIGNALING_PATHWAY ACSL1 ADIPOR1 ADIPOR2 APPL1 APPL2 CSNK2B SLC27A1 GOBP_ADIPOSE_TISSUE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ADIPOSE_TISSUE_DEVELOPMENT ABHD15 ACAT1 AMER1 ARID5B ARRDC3 ATF2 BBS4 CASR CSF1 DGAT2 DHRS7B DYRK1B EBF2 FOSL2 FTO GHRL HMGCS2 HRAS HSD17B1 KLF7 LEP LIPA LPL LRP5 MIR138-1 NAMPT NCOA1 NCOA2 NR1H4 PARP1 PAXIP1 PGRMC2 PIK3CA PLAAT3 POU4F2 PPARD PPARG PPARGC1A PRKAA1 PUM2 RASAL2 RORC SELENOM SH3PXD2B SIRT1 SLC25A25 SORL1 SOX8 SPART SPI1 SPTLC2 TBL1XR1 TRPM4 UBB UMODL1 VPS13B XBP1 ZNF516 GOBP_ADP_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ADP_BIOSYNTHETIC_PROCESS AK1 AK2 AK3 AK4 AK5 GOBP_ADP_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ADP_METABOLIC_PROCESS AK1 AK2 AK3 AK4 AK5 BAD NT5E NUDT9 GOBP_ADP_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ADP_TRANSPORT SLC17A9 SLC25A17 SLC25A23 SLC25A24 SLC25A25 SLC25A31 SLC25A4 SLC25A41 SLC25A42 SLC25A5 SLC25A6 SLC35B1 GOBP_ADRENAL_GLAND_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ADRENAL_GLAND_DEVELOPMENT APOA1 ARID5B ARMC5 ASCL1 CDKN1C CITED2 CRH CRHR1 CYP1B1 DKK3 INSM1 INSR MDK NF1 NR0B1 NR3C1 NR5A1 PBX1 PDGFRA SALL1 SMAD2 SMAD3 SMAD4 STRA6 TSPO WNT11 WNT4 WT1 GOBP_ADRENERGIC_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ADRENERGIC_RECEPTOR_SIGNALING_PATHWAY ADCY9 ADRA1A ADRA1B ADRA1D ADRA2A ADRA2B ADRA2C ADRB1 ADRB2 ADRB3 AKAP13 ARRDC3 ATP2B4 CHGA CRTC3 DRD1 DRD2 DRD3 DRD5 GNAI2 GPR101 GSK3A KCNQ1 LMBRD2 MIR1-1 MIR133A1 MIR30E PDE4B PDE4D PLN RAPGEF2 RGS2 ZDHHC21 GOBP_ADULT_BEHAVIOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ADULT_BEHAVIOR ABAT ABHD12 ADAM2 AGRP AGTPBP1 ALK APP ARCN1 ARRB2 ASIP ATP1A2 ATP6V1B1 BBS1 BBS2 BBS4 BRS3 BTBD9 CACNB4 CARTPT CCND2 CDK5 CEND1 CHD7 CHL1 CHRNA3 CHRNA4 CHRNA5 CHRNA7 CHRNB1 CHRNB2 CHRNB4 CLCN3 CLN8 CNP CNTN2 CNTNAP2 CRHBP CRHR1 CSTB CTNS CXCL12 DAB1 DBH DMBX1 DMRT3 DRD1 DRD2 DRD3 DRD4 EFNB3 EHMT2 EN1 EPHA4 EPS8 FADD FGF12 FOXA2 FXN GABRG2 GBX1 GDNF GHRL GHSR GIGYF2 GIP GLRA1 GLRB GRIN2D GRM2 HDAC2 HEXA HIPK2 HOMER1 HOMER2 HOXB8 HOXD10 HOXD9 HTR2A HTRA2 INPP5F KCNJ10 KLHL1 LEP LGI4 MAFG MECP2 NAGLU NCSTN NLGN2 NLGN3 NLGN4X NPC1 NPY NR4A2 NRXN1 NRXN2 NRXN3 NTAN1 NTF4 NTSR1 OPRD1 OPRK1 OPRM1 OXR1 PAFAH1B1 PARK7 PAX5 PBX3 PCDH17 PPARA PPP1R1B PPT1 PREX2 PRKN PUM1 RNF180 SCN1A SDK1 SEPTIN5 SEZ6 SHANK1 SHANK2 SHANK3 SLC1A1 SLC1A2 SLC7A11 SLITRK1 SLITRK5 SLITRK6 SNCA SNCG SPTBN2 SPTBN4 TBCE TMOD1 TPGS1 TRH TSC1 TUBA1A UCHL1 USP46 WDR47 ZFHX2 ZIC1 ZMPSTE24 GOBP_ADULT_FEEDING_BEHAVIOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ADULT_FEEDING_BEHAVIOR AGRP ASIP BRS3 CARTPT DMBX1 GHRL GHSR LEP NPY USP46 GOBP_ADULT_HEART_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ADULT_HEART_DEVELOPMENT ADRA1A APELA APLNR BMP10 CHD7 HAND2 MEF2D MNAT1 MYH6 MYH7 NKX2-5 SCUBE1 TCAP GOBP_ADULT_LOCOMOTORY_BEHAVIOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ADULT_LOCOMOTORY_BEHAVIOR ABHD12 AGTPBP1 APP ARCN1 ARRB2 ATP1A2 BTBD9 CACNB4 CCND2 CEND1 CHD7 CHL1 CLCN3 CLN8 CNP CNTN2 CSTB CTNS CXCL12 DAB1 DMBX1 DMRT3 DRD1 DRD2 DRD4 EFNB3 EN1 EPHA4 EPS8 FGF12 FOXA2 FXN GBX1 GDNF GIGYF2 GIP GLRA1 GLRB GRIN2D HEXA HIPK2 HOXB8 HOXD10 HOXD9 HTRA2 INPP5F KCNJ10 KLHL1 LGI4 MECP2 NLGN2 NPC1 NR4A2 NTAN1 NTF4 NTSR1 OPRD1 OXR1 PAFAH1B1 PARK7 PBX3 PPT1 PREX2 PRKN PUM1 SCN1A SEZ6 SHANK2 SLITRK6 SNCA SNCG SPTBN4 TBCE TMOD1 TRH TSC1 TUBA1A UCHL1 WDR47 ZIC1 ZMPSTE24 GOBP_AEROBIC_RESPIRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AEROBIC_RESPIRATION ABCD1 ACLY ACO1 ACO2 ACTN3 ADSL AFG1L AK4 ANTKMT ARL2 ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5F1EP2 ATP5ME ATP5MF ATP5MG ATP5PB ATP5PD ATP5PF ATP5PO ATP7A ATPSCKMT BID BLOC1S1 BNIP3 C2orf69 CAT CBFA2T3 CCNB1 CDK1 CHCHD10 CHCHD2 COA6 COQ9 COX10 COX15 COX4I1 COX4I2 COX5A COX5B COX6A1 COX6A2 COX6B1 COX6B2 COX6C COX7A1 COX7A2 COX7A2L COX7A2P2 COX7B COX7B2 COX7C COX8A COX8C CS CYC1 CYCS DGUOK DHTKD1 DLAT DLD DLST DNAJC15 DNAJC30 FH FXN GHITM HIF1A IDE IDH1 IDH2 IDH3A IDH3B IDH3G IREB2 ISCU MACROH2A1 MDH1 MDH1B MDH2 ME3 MIR210 MLXIPL MRPS36 MSH2 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MTCO2P12 MTFR1 MTFR1L MTFR2 NDP NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA3 NDUFA4 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFAF1 NDUFB1 NDUFB10 NDUFB11 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFC2-KCTD14 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 NIPSNAP2 NNT NOP53 NUPR1 OGDH OGDHL OXA1L PANK2 PARK7 PDHA1 PDHA2 PDHB PINK1 PPIF RHOA SDHA SDHAF2 SDHB SDHC SDHD SHMT2 SIRT3 SLC25A14 SLC25A23 SLC25A33 SLC25A51 SNCA STOML2 SUCLA2 SUCLG1 SUCLG2 SURF1 TAFAZZIN TEFM TMEM135 TNF TRPV4 UCN UQCC2 UQCC3 UQCR10 UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRFS1P1 UQCRH UQCRHL UQCRQ VCP GOBP_AGGREPHAGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AGGREPHAGY ACBD5 ATG5 BAG3 HSPB8 HTT MAP1LC3C SQSTM1 UBQLN1 WDFY3 WDR81 GOBP_AGGRESOME_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AGGRESOME_ASSEMBLY BAG3 HDAC6 PRKN TRIM37 UBD VCP GOBP_AGGRESSIVE_BEHAVIOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AGGRESSIVE_BEHAVIOR AVP AVPR1A GCNT4 KIRREL3 NR2E1 PENK TACR1 GOBP_AIM2_INFLAMMASOME_COMPLEX_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AIM2_INFLAMMASOME_COMPLEX_ASSEMBLY AIM2 CASP1 GBP2 GBP5 PYDC5 TRIM11 GOBP_ALANINE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ALANINE_TRANSPORT SFXN1 SLC1A4 SLC36A1 SLC36A2 SLC36A3 SLC36A4 SLC38A1 SLC38A2 SLC38A3 SLC38A4 SLC38A5 SLC3A2 SLC6A14 SLC6A17 SLC6A6 SLC7A10 SLC7A5 SLC7A8 GOBP_ALCOHOL_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ALCOHOL_BIOSYNTHETIC_PROCESS ABCA2 ABCG1 ABCG4 ACAA2 ACER1 ACER2 ACER3 ACLY ADCYAP1R1 APOA1 APOB APOE AQP8 ARV1 ASAH1 ASAH2 AVPR1B BMP2 BMP5 BMP6 CACNA1H CD244 CES1 CFTR CLCN2 CYB5R3 CYP11B1 CYP11B2 CYP27A1 CYP27B1 CYP2R1 CYP3A4 CYP51A1 CYP7A1 DAB2 DBH DGKQ DHCR24 DHCR7 DHDDS DHFR DHFRP1 DKK3 EBP ERLIN1 ERLIN2 FDFT1 FDPS FGF1 FGF2 G6PD GBA1 GCH1 GFI1 GOT1 GPER1 H6PD HMGCR HMGCS1 HMGCS2 HRH1 HSD17B7 IDI1 IDI2 IMPA1 IMPA2 INSIG1 INSIG2 IP6K1 IP6K2 IP6K3 IPMK IPPK ISYNA1 ITPKA ITPKB ITPKC LBR LEP LHCGR LIPA LPCAT3 LSS MAS1 MBTPS1 MBTPS2 MIR182 MIR185 MIR30C1 MIR342 MIR548P MIR96 MIR98 MOXD1 MOXD2P MSMO1 MVD MVK NFKB1 NPC1L1 NSDHL NTSR1 NUS1 P2RY1 P2RY6 PARK7 PCBD1 PCBD2 PCK1 PCK2 PGP PLCG2 PLEK PLPP6 PMVK PPIP5K1 PPIP5K2 PRKAA1 PRKAA2 PRKG1 PTAFR PTH PTH1R PTK2B PTS QDPR REST SC5D SCAP SEC14L2 SNCA SOD1 SPHK1 SPHK2 SPR SPTLC1 SPTLC2 SPTLC3 SPTSSA SPTSSB SRD5A3 SREBF1 SREBF2 TM7SF2 WNT4 GOBP_ALCOHOL_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ALCOHOL_CATABOLIC_PROCESS ADH4 AKR1B10 AKR1C3 AKR1D1 ALDH1B1 ALDH2 ALDH3B1 ALDH3B2 APOE CYP27A1 CYP39A1 CYP46A1 CYP7A1 GK GK2 GK5 GPD2 HAO1 MIOX NTSR1 NUDT3 SCARB1 SCARF1 SNX17 SORD SRD5A3 SULT1A1 SULT1A2 SULT1A3 SULT1A4 SULT1B1 SULT1C4 SULT1E1 SULT2A1 TKFC TPI1 GOBP_ALCOHOL_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ALCOHOL_METABOLIC_PROCESS ABCA1 ABCA2 ABCA5 ABCG1 ABCG4 ACAA2 ACADL ACADVL ACER1 ACER2 ACER3 ACLY ACO2 ACP3 ACSS1 ACSS2 ADCYAP1R1 ADH1A ADH1B ADH1C ADH4 ADH5 ADH6 ADH7 AKR1A1 AKR1B1 AKR1B10 AKR1B15 AKR1C1 AKR1C2 AKR1C3 AKR1C4 AKR1D1 AKR7A2 ALDH1A1 ALDH1A2 ALDH1A3 ALDH1B1 ALDH2 ALDH3A2 ALDH3B1 ALDH3B2 ALG1 ALG10 ALG10B ALG12 ALG13 ALG14 ALG2 ALG3 ALG6 ALG8 ALG9 ANGPTL3 APOA1 APOA2 APOA4 APOB APOBR APOC1 APOE APOF APOL1 APOL2 APP AQP8 ARV1 ASAH1 ASAH2 AVPR1B AWAT2 BCO1 BMP2 BMP5 BMP6 CACNA1H CAT CBR4 CD244 CEBPA CEL CES1 CETP CFTR CH25H CLCN2 CLN6 CLN8 COQ2 COQ3 CUBN CYB5R3 CYP11A1 CYP11B1 CYP11B2 CYP1A1 CYP1A2 CYP1B1 CYP27A1 CYP27B1 CYP27C1 CYP2C18 CYP2C8 CYP2C9 CYP2D6 CYP2R1 CYP39A1 CYP3A4 CYP3A5 CYP3A7 CYP46A1 CYP51A1 CYP7A1 CYP7B1 DAB2 DBH DEGS2 DGAT1 DGAT2 DGKQ DHCR24 DHCR7 DHDDS DHFR DHFRP1 DHRS3 DHRS4 DHRS7 DHRS9 DISP3 DKK3 DOLK DOLPP1 DPAGT1 DPM1 DPM2 DPM3 EBP EDNRB EPHX2 ERLIN1 ERLIN2 FDFT1 FDPS FDX1 FDXR FECH FGF1 FGF2 FMO5 G6PD GALK1 GALR2 GBA1 GBA2 GCH1 GDE1 GDPD1 GDPD3 GFI1 GK GK2 GK5 GNB3 GOT1 GPD1 GPD2 GPER1 H6PD HAO1 HDLBP HMGCR HMGCS1 HMGCS2 HRH1 HSD11B2 HSD17B6 HSD17B7 IDH1 IDH2 IDH3A IDH3B IDH3G IDI1 IDI2 IGF1 IL4 IMPA1 IMPA2 INPP4A INPP4B INPP5A INPP5B INPP5J INSIG1 INSIG2 IP6K1 IP6K2 IP6K3 IPMK IPPK ISYNA1 ITPK1 ITPKA ITPKB ITPKC LBR LCAT LDLR LDLRAP1 LEP LEPR LHCGR LIMA1 LIPA LIPC LIPE LPCAT3 LRAT LRP2 LRP5 LSS MAS1 MBTPS1 MBTPS2 MECP2 MINPP1 MIOX MIR182 MIR185 MIR30C1 MIR342 MIR548P MIR96 MIR98 MOGAT1 MOGAT2 MOGAT3 MOXD1 MOXD2P MPDU1 MSMO1 MVD MVK NAAA NAPEPLD NFE2L1 NFKB1 NPC1 NPC1L1 NPC2 NR0B2 NR1H4 NSDHL NTSR1 NUDT10 NUDT11 NUDT3 NUDT4 NUDT4B NUS1 OCRL OSBPL1A OSBPL5 P2RY1 P2RY6 PARK7 PCBD1 PCBD2 PCK1 PCK2 PCSK9 PECR PGP PIP4P1 PLA2G4A PLB1 PLCB1 PLCG2 PLEK PLPP1 PLPP2 PLPP3 PLPP6 PMVK PNLIP PNPLA2 PNPLA4 PON1 PPARD PPIP5K1 PPIP5K2 PRKAA1 PRKAA2 PRKG1 PRKG2 PTAFR PTH PTH1R PTK2B PTS QDPR RBP4 RDH10 RDH11 RDH12 RDH13 RDH14 RDH16 RDH5 RDH8 REST RETSAT RFT1 RPE65 SC5D SCAP SCARB1 SCARF1 SCNN1B SDR16C5 SDR9C7 SEC14L2 SERPINA12 SGPP1 SGPP2 SHPK SLC34A1 SLC5A3 SMPD1 SNCA SNX17 SOAT1 SOAT2 SOD1 SORD SPHK1 SPHK2 SPR SPTLC1 SPTLC2 SPTLC3 SPTSSA SPTSSB SQLE SRD5A3 SREBF1 SREBF2 STAR STARD3 STARD4 SULT1A1 SULT1A2 SULT1A3 SULT1A4 SULT1B1 SULT1C4 SULT1E1 SULT2A1 SULT2B1 SYNJ1 THTPA TKFC TKTL1 TM7SF2 TPI1 TPK1 TSKU TTC39B UGT1A3 UGT1A4 VLDLR WNT4 GOBP_ALDEHYDE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ALDEHYDE_BIOSYNTHETIC_PROCESS BMP2 BMP5 BMP6 CACNA1H CLCN2 CYP11B1 CYP11B2 DAB2 DKK3 KDM3A PDXK PNPO REST TKT TPI1 WNT4 GOBP_ALDEHYDE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ALDEHYDE_CATABOLIC_PROCESS ADH4 ADH5 AGXT AGXT2 AKR1A1 ALDH2 ALDH3B1 ESD GATD1 HAGH HOGA1 PARK7 PDXP PNKD GOBP_ALDITOL_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ALDITOL_BIOSYNTHETIC_PROCESS GOT1 LEP PCK1 PCK2 PGP GOBP_ALDITOL_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ALDITOL_CATABOLIC_PROCESS GK GK2 GK5 GPD2 SORD TKFC TPI1 GOBP_ALDITOL_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ALDITOL_METABOLIC_PROCESS ANGPTL3 COQ2 COQ3 DGAT2 GALK1 GK GK2 GK5 GOT1 GPD2 LEP MOGAT1 MOGAT2 MOGAT3 PCK1 PCK2 PGP PLA2G4A SHPK SORD TKFC TPI1 GOBP_ALDITOL_PHOSPHATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ALDITOL_PHOSPHATE_METABOLIC_PROCESS ABHD6 ACP6 GK GK2 GK5 GPAM GPAT2 GPAT3 GPD1 GPD1L GPD2 RFK GOBP_ALKALOID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ALKALOID_METABOLIC_PROCESS BCHE CYP1A2 CYP2D6 CYP3A4 CYP3A5 NNMT TH GOBP_ALLANTOIN_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ALLANTOIN_METABOLIC_PROCESS ADA ALLC GDA NT5C NT5C1A NT5C2 PNP URAD XDH GOBP_ALPHA_AMINO_ACID_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ALPHA_AMINO_ACID_CATABOLIC_PROCESS AADAT AASS ACAD8 ACADSB ACAT1 ACMSD ADHFE1 AFMID AGXT AGXT2 ALDH4A1 ALDH6A1 ALDH8A1 AMT ARG1 ARG2 ARHGAP11B ASPA ASRGL1 ATP2B4 AUH BCAT2 BLMH CBS CDO1 CRYM CSAD DAO DDAH1 DDAH2 DDO DLST ENSG00000274276 FAH GAD1 GAD2 GCAT GCSH GLDC GLS GLS2 GLUD1 GLUD2 GLUL GOT1 GOT2 GPT GPT2 GSTZ1 HAAO HGD HIBADH HIBCH HMGCL HMGCLL1 HOGA1 HPD HSD17B10 HYKK IDO1 IDO2 IL4I1 IVD KMO KYAT1 KYAT3 KYNU MAT1A MCCC1 MCCC2 MIR21 MTRR NOS1 NOS2 NOS3 OAT OTC PAH PIPOX PRODH PRODH2 QDPR RIDA SARDH SCLY SDS SDSL SHMT1 SHMT2 SLC25A21 TAT TDO2 THNSL2 GOBP_ALPHA_AMINO_ACID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ALPHA_AMINO_ACID_METABOLIC_PROCESS AADAT AASDHPPT AASS ACAD8 ACADSB ACAT1 ACMSD ADHFE1 ADI1 ADSS1 ADSS2 AFMID AGMAT AGXT AGXT2 ALDH18A1 ALDH4A1 ALDH5A1 ALDH6A1 ALDH8A1 AMDHD1 AMT APIP ARG1 ARG2 ARHGAP11B ART4 ASL ASNS ASNSD1 ASPA ASPG ASRGL1 ASS1 ATCAY ATF4 ATP2B4 ATP7A AUH AZIN1 AZIN2 BAAT BCAT1 BCAT2 BHMT BHMT2 BLMH CAD CBS CDO1 CLN3 CPS1 CRYM CSAD CTH CTPS1 CTPS2 DAO DCT DDAH1 DDAH2 DDO DGLUCY DHFR DHFR2 DHFRP1 DLST DPEP1 ENOPH1 ENSG00000274276 FAH FPGS FTCD GAD1 GAD2 GART GCAT GCDH GCLC GCLM GCSH GFPT1 GFPT2 GGT1 GLDC GLS GLS2 GLUD1 GLUD2 GLUL GLYAT GLYATL1 GLYATL1B GMPS GNMT GOT1 GOT1L1 GOT2 GPT GPT2 GSTZ1 HAAO HAL HAO1 HGD HIBADH HIBCH HMGCL HMGCLL1 HNF4A HOGA1 HPD HSD17B10 HYKK ICMT IDO1 IDO2 IL4I1 ILVBL IVD IYD KMO KYAT1 KYAT3 KYNU LGSN MAT1A MCCC1 MCCC2 MECP2 MIR21 MMUT MPST MRI1 MSRA MTAP MTHFD1 MTHFD2L MTHFR MTHFS MTR MTRR NAGS NAT8L NDP NIT2 NOS1 NOS2 NOS3 NOX4 NOXRED1 NR1H4 OAT OCA2 ODC1 OTC PAH PARK7 PCBD1 PCBD2 PFAS PHGDH PIPOX PLOD2 PLOD3 PPAT PRODH PRODH2 PSAT1 PSPH PYCR1 PYCR2 PYCR3 QDPR RIDA RIMKLA RIMKLB SARDH SCLY SDS SDSL SEPHS1 SEPHS2 SERINC3 SERINC5 SHMT1 SHMT2 SIRT4 SLC25A12 SLC25A13 SLC25A2 SLC25A21 SLC38A1 SLC39A8 SLC45A2 SLC7A11 SLC7A7 SMS SRR TAT TDO2 TH THAP4 THNSL2 TTC36 TYR UCP2 UROC1 GOBP_ALPHA_BETA_T_CELL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ALPHA_BETA_T_CELL_ACTIVATION ABL1 ADA ADORA2A AGER ANXA1 AP3B1 AP3D1 ARG2 ARMC5 ASCL2 ATF2 ATP7A BATF BCL11B BCL2 BCL3 BCL6 BRAF CARD11 CBFB CBLB CCL19 CCR2 CD160 CD247 CD274 CD28 CD300A CD3D CD3E CD3G CD55 CD80 CD81 CD83 CD86 CDH26 CLEC4A CLEC4G CRTAM CTSL DAPL1 DOCK2 EBI3 ELF4 ENTPD7 EOMES FOSL2 FOXP1 FOXP3 FUT7 GATA3 GLI3 GPR18 GPR183 HFE HLA-A HLA-DRA HLA-DRB1 HLA-DRB3 HLA-E HLX HMGB1 HSPH1 IFNG IHH IL12A IL12B IL12RB1 IL15 IL18 IL18R1 IL2 IL21 IL23A IL23R IL27 IL2RA IL2RG IL4 IL4R IL6 IL6R INS IRF1 IRF4 ITCH ITK ITPKB JAK1 JAK2 JAK3 JUNB KLHL25 KMT2A LEF1 LGALS9 LGALS9B LGALS9C LILRB1 LILRB4 LOXL3 LY9 MALT1 MAPK8IP1 MEN1 MIR21 MTOR MYB NCKAP1L NDFIP1 NFKBID NFKBIZ NKAP NKG7 NKX2-3 NLRP3 PLA2G2D PNP PRDM1 PRKCQ PRKCZ PRR7 PSMB11 PTGER4 PTPN22 PTPRC RARA RASAL3 RC3H1 RC3H2 RELB RHOA RIPK2 RORA RORC RPL22 RSAD2 RUNX1 RUNX3 SASH3 SEMA4A SH3RF1 SHB SHH SLAMF6 SLC4A2 SMAD7 SOCS1 SOCS3 SOCS5 SPN STAT3 STAT4 STAT6 STOML2 SYK TARM1 TBX21 TCIRG1 TGFBR2 TMEM98 TNFRSF14 TNFSF18 TNFSF4 TNFSF8 TOX TRAC TRBC1 TRBC2 TWSG1 TYK2 VSIR WDFY4 XCL1 ZAP70 ZBTB16 ZBTB7B ZC3H12A ZFPM1 ZNF683 GOBP_ALPHA_BETA_T_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ALPHA_BETA_T_CELL_DIFFERENTIATION ABL1 ADA ANXA1 AP3B1 AP3D1 ARMC5 ASCL2 ATF2 ATP7A BATF BCL11B BCL2 BCL3 BCL6 BRAF CBFB CCL19 CD80 CD83 CD86 CTSL ENTPD7 EOMES FOSL2 FOXP1 FOXP3 FUT7 GATA3 GLI3 GPR18 GPR183 HLA-DRA HLA-DRB1 HLX HMGB1 IFNG IHH IL12B IL12RB1 IL18 IL18R1 IL2 IL21 IL23A IL23R IL27 IL2RG IL4 IL4R IL6 IL6R IRF1 IRF4 ITK ITPKB JAK1 JAK3 JUNB KLHL25 KMT2A LEF1 LGALS9 LILRB4 LOXL3 LY9 MALT1 MEN1 MIR21 MTOR MYB NCKAP1L NFKBID NFKBIZ NKAP NKX2-3 NLRP3 PLA2G2D PNP PRDM1 PRKCZ PRR7 PSMB11 PTGER4 RARA RC3H1 RC3H2 RELB RHOA RIPK2 RORA RORC RPL22 RSAD2 RUNX1 RUNX3 SASH3 SEMA4A SH3RF1 SHB SHH SLAMF6 SLC4A2 SMAD7 SOCS1 SOCS3 SOCS5 SPN STAT3 STAT4 STAT6 SYK TBX21 TGFBR2 TMEM98 TNFSF18 TNFSF4 TNFSF8 TOX ZAP70 ZBTB16 ZBTB7B ZC3H12A ZFPM1 ZNF683 GOBP_ALPHA_BETA_T_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ALPHA_BETA_T_CELL_PROLIFERATION ARG2 CARD11 CBLB CCR2 CD274 CD28 CD3E CD55 CD81 CLEC4G DOCK2 EBI3 ELF4 FOXP3 HLA-A HLA-E IL12B IL15 IL18 IL2 IL23A IL2RA IRF1 ITCH JAK2 LGALS9 LGALS9B LGALS9C MAPK8IP1 NDFIP1 PRKCQ PTPN22 PTPRC RASAL3 RIPK2 SH3RF1 SLC4A2 SYK TGFBR2 TNFRSF14 TNFSF4 TWSG1 TYK2 VSIR XCL1 ZAP70 ZBTB7B GOBP_ALPHA_KETOGLUTARATE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ALPHA_KETOGLUTARATE_TRANSPORT SLC13A2 SLC13A3 SLC13A5 SLC22A6 SLC22A7 SLC25A11 SLC25A21 GOBP_ALPHA_LINOLENIC_ACID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ALPHA_LINOLENIC_ACID_METABOLIC_PROCESS ABCD1 ACAA1 ACOT8 ELOVL1 ELOVL2 ELOVL3 ELOVL5 FADS1 FADS2 SCP2 GOBP_ALTERNATIVE_MRNA_SPLICING_VIA_SPLICEOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ALTERNATIVE_MRNA_SPLICING_VIA_SPLICEOSOME CDK13 CELF1 CELF2 CELF3 CELF4 CELF5 CELF6 DDX17 DDX5 DHX9 ESRP2 FAM172A FMR1 FXR1 FXR2 HNRNPA1 HNRNPL HNRNPM HNRNPU KDM1A KHDRBS1 KHDRBS2 KHDRBS3 MAGOH MYOD1 NCBP1 NCBP2 NOVA1 NOVA2 NSRP1 PQBP1 PTBP1 PUF60 RBFOX1 RBFOX2 RBFOX3 RBM11 RBM15 RBM15B RBM17 RBM20 RBM24 RBM25 RBM4 RBM47 RBM5 RBM7 RBM8A RBMX RBMY1A1 REST RNPS1 RSRC1 SAP18 SCNM1 SFPQ SFSWAP SLU7 SMU1 SRRM4 SRSF1 SRSF12 SRSF6 SRSF9 STRAP THRAP3 TIA1 TRA2B WTAP YTHDC1 ZBTB7A GOBP_AMACRINE_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AMACRINE_CELL_DIFFERENTIATION BARHL2 DLX1 DLX2 FOXN4 GDF11 HES1 NEUROD1 NEUROD4 POU4F2 PTF1A RORB TGIF2 GOBP_AMEBOIDAL_TYPE_CELL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AMEBOIDAL_TYPE_CELL_MIGRATION AAMP ABL1 ACTA2 ACVR1 ACVR1B ACVR1C ACVRL1 ADAM17 ADAM9 ADAMTS9 ADGRA2 ADGRB1 ADIPOR1 ADTRP AGO2 AGT AGTR2 AKAP12 AKT1 AKT3 AMOT AMOTL1 AMOTL2 ANGPT1 ANGPT2 ANGPT4 ANLN ANXA1 ANXA3 ANXA6 APELA APOA1 APOE APOH APPL1 APPL2 AQP1 ARF6 ARHGAP4 ARHGAP5 ARHGDIB ARHGEF7 ARID5B ARSB ATOH8 ATP2B4 ATP5F1A ATP5F1B BAG4 BCAR1 BCAS3 BMP10 BMP4 BMP7 BMPER BMPR2 BRAF C1QBP CALR CAP1 CAPN7 CARD10 CCBE1 CCN3 CD248 CD40 CDC42 CDH13 CDH2 CDH5 CEACAM1 CENPV CER1 CIB1 CLASP1 CLASP2 CLEC14A CLN3 CORO1A CORO1B CORO1C CRB2 CSNK2B CTSH CXCL13 CYGB CYP1B1 DAAM2 DAB2IP DCN DDR2 DLL4 DMTN DNAJA4 DOCK1 DOCK5 DPP4 DUSP10 EDN1 EDN2 EDN3 EDNRA EDNRB EFNA1 EFNB1 EFNB2 EGF EGR3 EMC10 EMP2 ENG ENPP2 EPB41L4B EPB41L5 EPHA2 EPHB4 EPPK1 ERBB4 ETS1 EVL FAP FAT2 FBXW7 FER FERMT1 FGF1 FGF10 FGF16 FGF18 FGF19 FGF2 FGF4 FGF7 FGF8 FGFBP1 FGFR1 FLT4 FN1 FOLR1 FOXC2 FOXP1 FSTL1 FUT1 FUT8 GADD45A GATA2 GATA3 GBX2 GDF2 GDNF GFUS GIPC1 GJA1 GLIPR2 GLUL GNA12 GNA13 GPC3 GPI GPLD1 GPX1 GREM1 GRN HAND2 HAS1 HAS2 HBEGF HDAC5 HDAC6 HDAC7 HDAC9 HIF1A HMGB1 HMOX1 HRG HSPB1 HTR2B HYAL1 HYAL2 ID1 IFNG IL4 ILK INSL3 IQGAP1 IQSEC1 IRS2 ISL1 ITGA2 ITGA3 ITGA4 ITGB1 ITGB1BP1 ITGB3 ITGB4 ITGB7 JCAD JUP KANK1 KANK2 KDR KIT KITLG KLF4 KRIT1 KRT16 KRT2 LAMA5 LAMTOR2 LGALS8 LGMN LOXL2 LPXN LRG1 LRP5 LTB4R2 MACF1 MACIR MAP2K3 MAP2K5 MAP3K3 MAP4K4 MAPK14 MAPRE2 MARVELD3 MCC MECP2 MEF2C MEGF8 MEOX2 MESP1 MET MIA3 MIR101-1 MIR10A MIR10B MIR126 MIR129-1 MIR130A MIR132 MIR133B MIR135B MIR137 MIR143 MIR145 MIR146A MIR149 MIR150 MIR152 MIR15A MIR15B MIR16-1 MIR188 MIR1908 MIR193A MIR196A1 MIR199A1 MIR19B1 MIR200A MIR200B MIR200C MIR204 MIR205 MIR206 MIR20A MIR21 MIR210 MIR212 MIR22 MIR221 MIR222 MIR2355 MIR23A MIR24-1 MIR26A1 MIR27A MIR27B MIR296 MIR29A MIR29C MIR30A MIR31 MIR320A MIR329-1 MIR342 MIR361 MIR379 MIR410 MIR424 MIR483 MIR487B MIR492 MIR494 MIR495 MIR497 MIR499A MIR503 MIR505 MIR640 MIR885 MIR92A1 MIR939 MIRLET7F1 MIXL1 MMP9 MMRN2 MTA2 MTOR MYH9 NANOS1 NF1 NFE2L2 NHERF1 NODAL NOS3 NOTCH1 NR2E1 NR2F2 NR4A1 NRP1 NRP2 NRTN NUS1 OVOL2 P2RX4 P2RY12 PAFAH1B1 PATZ1 PAX6 PAXIP1 PDCD10 PDCD6 PDGFB PDLIM1 PDPK1 PFN1 PFN2 PHACTR4 PHOX2B PIK3C2A PIK3CA PIK3CB PIK3CD PIK3CG PIK3R3 PIP5K1A PITX2 PKN1 PKN2 PKN3 PLCG1 PLCG2 PLEC PLEKHG5 PLG PLK2 PLPP3 PLXND1 PML PPARD PPARG PPM1F PRCP PRKCA PRKCE PRKD1 PRKD2 PRKX PROX1 PRR5L PRSS3 PRSS3P2 PTEN PTGS2 PTK2 PTK2B PTN PTP4A3 PTPN11 PTPN23 PTPRG PTPRM PTPRR PXN RAB11A RAB13 RAB25 RAC1 RADIL RCC2 RET RFFL RGCC RHOA RHOB RHOJ RIC8A RIN2 ROBO1 ROCK1 ROCK2 RRAS RREB1 RTN4 S100A12 S100A2 S100A9 S100P SASH1 SCARB1 SCG2 SDC4 SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SERPINF1 SGPL1 SH3BP1 SHH SIRT1 SLIT2 SMAD4 SMO SMOC2 SMURF2 SNAI1 SNAI2 SOX10 SOX17 SOX18 SOX8 SOX9 SP1 SP100 SPARC SPRED1 SRC SRF SRGAP2 SRPX2 STARD13 STAT1 STAT5A STC1 SVBP SYDE1 SYNJ2BP TACR1 TACSTD2 TBX1 TBXA2R TDGF1 TEK TESK1 TGFB1 TGFB2 TGFBR1 TGFBR2 THBS1 TIMP1 TMEM201 TMSB4X TNF TNFSF12 TNS1 TPBG TWIST1 VASH1 VEGFA VEGFC VHL VIL1 VSTM4 WASF2 WDPCP WNT11 WNT5A WNT7A YTHDF3 ZC3H12A ZEB2 ZFAND5 ZNF580 GOBP_AMELOBLAST_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AMELOBLAST_DIFFERENTIATION BMP2 BMP4 BMP7 ENAM FST GOBP_AMELOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AMELOGENESIS AMELX AMELY AMTN CFTR CNNM4 CSF3R DMP1 ENAM FAM20A FAM20C ITGB6 KLK4 KLK5 MMP20 MSX2 NECTIN1 ODAPH PERP PPARA RELT SLC24A4 SLC4A2 STIM1 TBX1 TCIRG1 WDR72 GOBP_AMIDE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AMIDE_BIOSYNTHETIC_PROCESS AANAT AARS1 AARS2 AARSD1 AASDH ABCA8 ABCE1 ABCF1 ABTB1 ACACA ACACB ACAT1 ACLY ACO1 ACSBG1 ACSBG2 ACSF3 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 ACSS1 ACSS2 AGK AGMAT AGO1 AGO2 AGO3 AGO4 AIMP1 AIMP2 AIRE AJUBA AKT1 AKT2 ALKBH1 ALOX12B ALOXE3 ANG ANKZF1 APEH APLP1 APP ARG1 ARG2 ASAH1 ASAH2 ASCC2 ASCC3 ASL ASMT ASNS ASS1 ATF4 ATXN2 AURKAIP1 B3GALT1 B3GALT2 B3GALT4 B4GALNT1 B4GALT3 B4GALT4 B4GALT5 B4GALT6 BACE1-AS BANK1 BARHL2 BCL3 BDH2 BOLL BTG2 BZW1 BZW2 C1QBP C20orf173 C6orf52 C8orf88 CALR CAPRIN1 CAPRIN2 CARNS1 CARS1 CARS2 CASC3 CCL5 CCN1 CD28 CDC123 CDK5RAP1 CDKAL1 CEBPA CELF1 CELF4 CERS1 CERS2 CERS3 CERS4 CERS5 CERS6 CHAC1 CHAC2 CHCHD1 CIRBP CLN8 CNBP CNOT1 CNOT10 CNOT11 CNOT2 CNOT3 CNOT4 CNOT6 CNOT6L CNOT7 CNOT8 CNOT9 COA3 COPS5 CPEB1 CPEB2 CPEB3 CPEB4 CPS1 CSDE1 CSNK2A1 CTIF CYFIP1 CYP1B1 CYP4F22 DALRD3 DAP DAP3 DAPK1 DAPK3 DAPL1 DARS1 DARS2 DAZ1 DAZ2 DAZ3 DAZ4 DAZL DCP1A DCP1B DCP2 DCPS DDX1 DDX25 DDX3X DDX6 DEGS1 DEGS2 DENR DHFR DHFRP1 DHPS DHX29 DHX33 DHX36 DHX9 DIO2 DIP2A DIS3 DIS3L2 DLAT DLD DMD DNAJC1 DNAJC3 DND1 DRG1 DRG2 DUS3L EARS2 EEF1A1 EEF1A1P5 EEF1A2 EEF1B2 EEF1D EEF1E1 EEF1G EEF2 EEF2K EEFSEC EFL1 EFTUD2 EIF1 EIF1AD EIF1AX EIF1AY EIF1B EIF2A EIF2AK1 EIF2AK2 EIF2AK3 EIF2AK4 EIF2B1 EIF2B2 EIF2B3 EIF2B4 EIF2B5 EIF2D EIF2S1 EIF2S2 EIF2S3 EIF2S3B EIF3A EIF3B EIF3C EIF3CL EIF3D EIF3E EIF3F EIF3G EIF3H EIF3I EIF3J EIF3K EIF3L EIF3M EIF4A1 EIF4A2 EIF4A3 EIF4B EIF4E EIF4E1B EIF4E2 EIF4E3 EIF4EBP1 EIF4EBP2 EIF4EBP3 EIF4ENIF1 EIF4G1 EIF4G2 EIF4G3 EIF4H EIF5 EIF5A EIF5A2 EIF5AL1 EIF5B EIF6 ELAC1 ELANE ELAVL1 ELAVL4 ELOVL1 ELOVL2 ELOVL3 ELOVL4 ELOVL5 ELOVL6 ELOVL7 ELP1 ELP2 ELP3 ELP4 ELP5 ELP6 ENC1 ENPP7 EPHA4 EPRS1 ERBB2 ETF1 EXOSC2 EXOSC3 EXOSC5 EXOSC7 EXOSC8 EXOSC9 FA2H FARS2 FARSA FARSB FASTKD2 FASTKD3 FAU FECH FMR1 FOXO3 FTO FTSJ1 FURIN FXR1 FXR2 GADD45GIP1 GAL3ST1 GAPDH GARS1 GATB GATC GBA1 GCDH GCLC GCLM GCN1 GEMIN5 GFM1 GFM2 GGT1 GGT2P GGT3P GGT5 GGT6 GGT7 GGTA1 GGTLC1 GGTLC2 GGTLC3 GIGYF2 GLS GLS2 GLUD1 GLUD2 GRB7 GRM5 GSPT1 GSPT2 GSS GTPBP1 GTPBP2 GUF1 GZMB HABP4 HACD1 HACD2 HAGH HARS1 HARS2 HBS1L HNRNPD HNRNPR HNRNPU HRURF HSD17B12 HSPB1 HTD2 HYDIN2 IARS1 IARS2 IFRD2 IGF2BP1 IGF2BP2 IGF2BP3 IGFBP5 IL6 ILF3 IMPACT INPP5E IREB2 ITGA2 JMJD4 KARS1 KBTBD8 KHDRBS1 KHSRP KLHDC10 KLHL25 KRT13 KRT17 LARP1 LARP1B LARP4 LARP4B LARP6 LARS1 LARS2 LGALS4 LIMD1 LIN28A LINC01145 LINC01783 LINC02591 LOC112267871 LRPPRC LRRC47 LSM1 LSM14A LSM14B LTN1 LTO1 MAGOH MALSU1 MAPKAPK5 MARS1 MARS2 MCTS1 MCTS2 METAP1 METTL14 METTL16 METTL17 METTL18 METTL3 METTL5 METTL8 MEX3D MGST2 MIF4GD MIR1-1 MIR100 MIR101-1 MIR103A1 MIR103B1 MIR106A MIR106B MIR107 MIR10B MIR125A MIR125B1 MIR126 MIR1271 MIR128-1 MIR130A MIR132 MIR133A1 MIR133B MIR134 MIR135B MIR137 MIR138-1 MIR140 MIR144 MIR145 MIR146A MIR148A MIR148B MIR149 MIR151A MIR15A MIR15B MIR16-1 MIR17 MIR181A2 MIR181B1 MIR181C MIR181D MIR182 MIR185 MIR18A MIR190B MIR191 MIR192 MIR195 MIR19B1 MIR200B MIR200C MIR204 MIR205 MIR206 MIR208A MIR20A MIR21 MIR210 MIR212 MIR214 MIR218-1 MIR221 MIR222 MIR223 MIR23A MIR24-1 MIR26B MIR27A MIR27B MIR28 MIR298 MIR299 MIR29A MIR29B1 MIR29C MIR302A MIR302C MIR30B MIR31 MIR326 MIR342 MIR345 MIR346 MIR365A MIR373 MIR378A MIR379 MIR423 MIR4286 MIR448 MIR483 MIR485 MIR486-1 MIR491 MIR495 MIR497 MIR499A MIR503 MIR517A MIR517C MIR518B MIR520B MIR520C MIR520E MIR543 MIR562 MIR564 MIR590 MIR608 MIR6086 MIR625 MIR655 MIR659 MIR663A MIR665 MIR877 MIR885 MIR9-1 MIR92A1 MIR93 MIR939 MIR96 MIR98 MIRLET7A1 MIRLET7B MIRLET7E MIRLET7I MKNK1 MKNK2 MLH1 MLYCD MMUT MOV10 MPC2 MPV17L2 MRPL1 MRPL10 MRPL11 MRPL12 MRPL13 MRPL14 MRPL15 MRPL16 MRPL17 MRPL18 MRPL19 MRPL2 MRPL20 MRPL21 MRPL22 MRPL23 MRPL24 MRPL27 MRPL28 MRPL3 MRPL30 MRPL32 MRPL33 MRPL34 MRPL35 MRPL36 MRPL37 MRPL38 MRPL39 MRPL4 MRPL40 MRPL41 MRPL42 MRPL43 MRPL44 MRPL45 MRPL46 MRPL47 MRPL48 MRPL49 MRPL50 MRPL51 MRPL52 MRPL53 MRPL54 MRPL55 MRPL57 MRPL58 MRPL9 MRPS10 MRPS11 MRPS12 MRPS14 MRPS15 MRPS16 MRPS17 MRPS18A MRPS18B MRPS18C MRPS2 MRPS21 MRPS22 MRPS23 MRPS24 MRPS25 MRPS26 MRPS27 MRPS28 MRPS30 MRPS31 MRPS33 MRPS34 MRPS35 MRPS5 MRPS6 MRPS7 MRPS9 MRRF MSI1 MSI2 MT-TS1 MTFMT MTG1 MTG2 MTIF2 MTIF3 MTOR MTPN MTRES1 MTRF1 MTRF1L MTRFR NAGS NANOS1 NANOS2 NANOS3 NANP NARS1 NARS2 NAT10 NCBP1 NCBP2 NCK1 NCK2 NCL NDUFA7 NEMF NEURL1 NFE2L2 NGDN NGRN NHLRC1 NHLRC3 NIBAN1 NMNAT2 NOCT NOD2 NOLC1 NPM1 NSUN3 NSUN5 NT5C3B OGFOD1 OGT ORMDL1 ORMDL2 ORMDL3 OSBP OTC P2RX1 P2RX7 PA2G4 PABPC1 PABPC4 PABPN1L PADI6 PAIP1 PAIP2 PAIP2B PAM PAN2 PAN3 PARN PARP16 PARS2 PASK PATL1 PATL2 PCIF1 PCSK1 PCSK5 PDE12 PDF PDHA1 PDHA2 PDHB PDHX PDK1 PDK2 PDK3 PDK4 PELO PEMT PER1 PER2 PINK1 PIWIL1 PIWIL2 PIWIL3 PIWIL4 PKM PKP3 PLA2G6 PLD1 PLEKHN1 PLXNB2 PM20D1 PNLDC1 PNPLA1 PNPT1 POLDIP3 POLR2G PPCS PPP1CA PPP1R15A PPP1R15B PPT1 PPT2 PRG3 PRKAA1 PRKCD PRKDC PRMT1 PRR16 PSTK PTAFR PTCD1 PTCD3 PTK2B PTRH1 PUM1 PUM2 PUM3 PURA PUS7 PYM1 QARS1 QKI QRSL1 RACK1 RARA RARS1 RARS2 RBM24 RBM3 RBM4 RBM4B RBM8A RC3H1 RC3H2 RCC1L RCHY1 RGS2 RIDA RMND1 RNF139 RNF14 RNF25 ROCK1 ROCK2 RPL10 RPL10A RPL10L RPL11 RPL12 RPL13 RPL13A RPL13AP3 RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL22L1 RPL23 RPL23A RPL24 RPL26 RPL26L1 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL36AL RPL37 RPL37A RPL37AP8 RPL38 RPL39 RPL39L RPL39P5 RPL3L RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP0P6 RPLP1 RPLP2 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS6KA1 RPS6KA3 RPS6KB1 RPS6KB2 RPS7 RPS8 RPS9 RPSA RPSA2 RPUSD3 RPUSD4 RRBP1 RSL24D1 RWDD1 SAMD4A SAMD4B SAMD8 SARNP SARS1 SARS2 SECISBP2 SECISBP2L SELENOT SEPSECS SERBP1 SERP1 SESN2 SGMS1 SGMS2 SH3BGRL SHFL SHMT1 SHMT2 SIRT3 SKIC2 SKIC3 SKIC8 SLBP SLC1A1 SLC1A2 SLC25A1 SLC25A15 SLC25A2 SLC27A2 SLC7A11 SMPD1 SMPD2 SMPD4 SNCA SOX4 SPHK1 SPHK2 SPTLC1 SPTLC2 SPTLC3 SPTSSA SPTSSB SRBD1 SRP9 SSB ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL5 ST6GALNAC3 ST6GALNAC4 ST6GALNAC5 ST6GALNAC6 ST8SIA2 ST8SIA3 ST8SIA4 ST8SIA6 SYNCRIP TACO1 TARBP2 TARDBP TARS1 TARS2 TARS3 TCF25 TCOF1 TECR TENT4A TENT4B TENT5B THBS1 TIA1 TLCD3B TMED2 TNF TNIP1 TNKS1BP1 TNRC6A TNRC6B TNRC6C TOB1 TPR TRAP1 TRIM2 TRIM3 TRIM71 TRIP4 TRMT10C TRNAU1AP TRNT1 TRUB2 TSC1 TSFM TUFM TUT4 TUT7 TYMS UBA52 UCN UGCG UGT8 UHMK1 UNK UPF1 UPF3A UPF3B UQCC2 USP10 USP16 VAPA VARS1 VARS2 VIM WARS1 WARS2 WFS1 WTIP XRN1 YARS1 YARS2 YBX1 YBX2 YBX3 YTHDF1 YTHDF2 YTHDF3 ZAR1 ZAR1L ZC3H12A ZC3H12D ZC3H15 ZCCHC13 ZCCHC4 ZFP36 ZFP36L1 ZFP36L2 ZNF385A ZNF540 ZNF598 ZNF706 GOBP_AMIDE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AMIDE_CATABOLIC_PROCESS AADAT AASS ADA ALDH4A1 ALLC AMDHD1 DLST FTCD GDA HAL NIT1 NT5C OAT PIPOX PM20D1 PRODH PRODH2 TDO2 UROC1 XDH GOBP_AMIDE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AMIDE_METABOLIC_PROCESS AADAT AANAT AARS1 AARS2 AARSD1 AASDH AASDHPPT AASS ABCA12 ABCA2 ABCA7 ABCA8 ABCB9 ABCD1 ABCE1 ABCF1 ABCG1 ABHD4 ABTB1 ACACA ACACB ACAT1 ACE ACE2 ACER1 ACER2 ACER3 ACLY ACO1 ACOT1 ACOT11 ACOT12 ACOT2 ACOT4 ACOT6 ACOT7 ACOT8 ACOT9 ACSBG1 ACSBG2 ACSF2 ACSF3 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 ACSM1 ACSM2A ACSM2B ACSM3 ACSM4 ACSM5 ACSM6 ACSS1 ACSS2 ADA ADAM10 ADAMTS13 ADHFE1 AEBP1 AGK AGMAT AGO1 AGO2 AGO3 AGO4 AIMP1 AIMP2 AIRE AJUBA AKT1 AKT2 ALDH18A1 ALDH1L2 ALDH4A1 ALDH5A1 ALDOB ALKBH1 ALLC ALOX12B ALOXE3 AMDHD1 AMDHD2 ANG ANKZF1 ANPEP APEH APH1A APH1B APLP1 APOE APP ARG1 ARG2 ASAH1 ASAH2 ASAH2B ASCC2 ASCC3 ASL ASMT ASNS ASS1 ATCAY ATF4 ATP6AP2 ATXN2 AURKAIP1 B3GALT1 B3GALT2 B3GALT4 B4GALNT1 B4GALT3 B4GALT4 B4GALT5 B4GALT6 BAAT BACE1 BACE1-AS BACE2 BANK1 BARHL2 BCHE BCL3 BDH2 BECN1 BIN1 BOLL BTD BTG2 BZW1 BZW2 C1QBP C20orf173 C6orf52 C8orf88 CALR CAPRIN1 CAPRIN2 CARNMT1 CARNS1 CARS1 CARS2 CASC3 CASP3 CCL5 CCN1 CD28 CDC123 CDK5RAP1 CDKAL1 CEBPA CEL CELF1 CELF4 CERK CERS1 CERS2 CERS3 CERS4 CERS5 CERS6 CERT1 CHAC1 CHAC2 CHCHD1 CHRNA7 CIRBP CLN5 CLN6 CLN8 CLU CMA1 CMAS CNBP CNOT1 CNOT10 CNOT11 CNOT2 CNOT3 CNOT4 CNOT6 CNOT6L CNOT7 CNOT8 CNOT9 COA3 COPS5 CORIN CPA3 CPD CPE CPEB1 CPEB2 CPEB3 CPEB4 CPM CPN1 CPQ CPS1 CPXM1 CPXM2 CPZ CSDE1 CSNK1E CSNK2A1 CTIF CTSG CTSH CTSL CTSZ CYFIP1 CYP1B1 CYP2C9 CYP4F22 DALRD3 DAP DAP3 DAPK1 DAPK3 DAPL1 DARS1 DARS2 DAZ1 DAZ2 DAZ3 DAZ4 DAZL DCP1A DCP1B DCP2 DCPS DDX1 DDX25 DDX3X DDX6 DEGS1 DEGS2 DENR DGAT1 DGAT2 DGLUCY DHFR DHFR2 DHFRP1 DHPS DHX29 DHX33 DHX36 DHX9 DIO2 DIP2A DIS3 DIS3L2 DISP1 DLAT DLD DLST DMD DNAJC1 DNAJC3 DND1 DNPEP DPEP1 DPEP2 DPP4 DRG1 DRG2 DUS3L DYRK1A EARS2 ECE1 ECE2 EEF1A1 EEF1A1P5 EEF1A2 EEF1B2 EEF1D EEF1E1 EEF1G EEF2 EEF2K EEFSEC EFL1 EFNA1 EFTUD2 EIF1 EIF1AD EIF1AX EIF1AY EIF1B EIF2A EIF2AK1 EIF2AK2 EIF2AK3 EIF2AK4 EIF2B1 EIF2B2 EIF2B3 EIF2B4 EIF2B5 EIF2D EIF2S1 EIF2S2 EIF2S3 EIF2S3B EIF3A EIF3B EIF3C EIF3CL EIF3D EIF3E EIF3F EIF3G EIF3H EIF3I EIF3J EIF3K EIF3L EIF3M EIF4A1 EIF4A2 EIF4A3 EIF4B EIF4E EIF4E1B EIF4E2 EIF4E3 EIF4EBP1 EIF4EBP2 EIF4EBP3 EIF4ENIF1 EIF4G1 EIF4G2 EIF4G3 EIF4H EIF5 EIF5A EIF5A2 EIF5AL1 EIF5B EIF6 ELAC1 ELANE ELAVL1 ELAVL4 ELOVL1 ELOVL2 ELOVL3 ELOVL4 ELOVL5 ELOVL6 ELOVL7 ELP1 ELP2 ELP3 ELP4 ELP5 ELP6 ENC1 ENPEP ENPP7 ENSG00000205794 EPHA4 EPRS1 ERAP1 ERAP2 ERBB2 ERO1B ETF1 EXOSC2 EXOSC3 EXOSC5 EXOSC7 EXOSC8 EXOSC9 FA2H FAR1 FAR2 FARS2 FARSA FARSB FASTKD2 FASTKD3 FAU FECH FITM2 FMR1 FOLR1 FOXO3 FPGS FTCD FTO FTSJ1 FURIN FUT3 FUT5 FUT6 FUT7 FXR1 FXR2 GAD1 GAD2 GADD45GIP1 GAL3ST1 GALC GAPDH GARS1 GATB GATC GBA1 GBA2 GBA3 GCDH GCLC GCLM GCN1 GDA GEMIN5 GFM1 GFM2 GGA3 GGT1 GGT2P GGT3P GGT5 GGT6 GGT7 GGTA1 GGTLC1 GGTLC2 GGTLC3 GIGYF2 GLA GLS GLS2 GLUD1 GLUD2 GLUL GLYAT GM2A GNE GNPDA1 GNPDA2 GOT1 GOT2 GPAM GPAT4 GRB7 GRM5 GSAP GSK3A GSPT1 GSPT2 GSS GTPBP1 GTPBP2 GUF1 GZMB HABP4 HACD1 HACD2 HAGH HAL HAP1 HARS1 HARS2 HBS1L HEXA HEXB HLCS HM13 HMGCS1 HMGCS2 HNRNPD HNRNPR HNRNPU HOGA1 HRURF HSD17B12 HSD17B4 HSPB1 HTD2 HTRA2 HYDIN2 IARS1 IARS2 IDE IFNG IFNGR1 IFRD2 IGF1 IGF2BP1 IGF2BP2 IGF2BP3 IGFBP5 IL6 ILF3 IMMP1L IMMP2L IMPACT INPP5E IREB2 ITGA2 ITGB8 JMJD4 KARS1 KBTBD8 KHDRBS1 KHSRP KLHDC10 KLHL25 KRT13 KRT17 LANCL1 LANCL2 LANCL3 LARP1 LARP1B LARP4 LARP4B LARP6 LARS1 LARS2 LCT LGALS4 LIMD1 LIN28A LINC01145 LINC01783 LINC02591 LNPEP LOC112267871 LRPPRC LRRC47 LRRTM3 LSM1 LSM14A LSM14B LTA4H LTN1 LTO1 LVRN MAGOH MALSU1 MAPKAPK5 MARS1 MARS2 MBOAT4 MCCC1 MCEE MCTS1 MCTS2 MEP1A METAP1 METTL14 METTL16 METTL17 METTL18 METTL3 METTL5 METTL8 MEX3D MGAT3 MGST2 MIF4GD MIPEP MIR1-1 MIR100 MIR101-1 MIR103A1 MIR103B1 MIR106A MIR106B MIR107 MIR10B MIR125A MIR125B1 MIR126 MIR1271 MIR128-1 MIR130A MIR132 MIR133A1 MIR133B MIR134 MIR135B MIR137 MIR138-1 MIR140 MIR144 MIR145 MIR146A MIR148A MIR148B MIR149 MIR151A MIR153-1 MIR15A MIR15B MIR16-1 MIR17 MIR181A2 MIR181B1 MIR181C MIR181D MIR182 MIR185 MIR186 MIR18A MIR190B MIR191 MIR192 MIR195 MIR19B1 MIR200B MIR200C MIR204 MIR205 MIR206 MIR208A MIR20A MIR21 MIR210 MIR212 MIR214 MIR218-1 MIR221 MIR222 MIR223 MIR23A MIR24-1 MIR26B MIR27A MIR27B MIR28 MIR298 MIR299 MIR29A MIR29B1 MIR29C MIR302A MIR302C MIR30B MIR31 MIR326 MIR339 MIR342 MIR345 MIR346 MIR361 MIR365A MIR373 MIR378A MIR379 MIR423 MIR4286 MIR448 MIR455 MIR483 MIR485 MIR486-1 MIR491 MIR495 MIR497 MIR499A MIR503 MIR517A MIR517C MIR518B MIR520B MIR520C MIR520E MIR543 MIR562 MIR564 MIR590 MIR608 MIR6086 MIR625 MIR655 MIR659 MIR663A MIR665 MIR877 MIR885 MIR9-1 MIR92A1 MIR93 MIR939 MIR96 MIR98 MIRLET7A1 MIRLET7B MIRLET7E MIRLET7I MKNK1 MKNK2 MLH1 MLST8 MLYCD MME MMUT MOV10 MPC2 MPV17L2 MRPL1 MRPL10 MRPL11 MRPL12 MRPL13 MRPL14 MRPL15 MRPL16 MRPL17 MRPL18 MRPL19 MRPL2 MRPL20 MRPL21 MRPL22 MRPL23 MRPL24 MRPL27 MRPL28 MRPL3 MRPL30 MRPL32 MRPL33 MRPL34 MRPL35 MRPL36 MRPL37 MRPL38 MRPL39 MRPL4 MRPL40 MRPL41 MRPL42 MRPL43 MRPL44 MRPL45 MRPL46 MRPL47 MRPL48 MRPL49 MRPL50 MRPL51 MRPL52 MRPL53 MRPL54 MRPL55 MRPL57 MRPL58 MRPL9 MRPS10 MRPS11 MRPS12 MRPS14 MRPS15 MRPS16 MRPS17 MRPS18A MRPS18B MRPS18C MRPS2 MRPS21 MRPS22 MRPS23 MRPS24 MRPS25 MRPS26 MRPS27 MRPS28 MRPS30 MRPS31 MRPS33 MRPS34 MRPS35 MRPS5 MRPS6 MRPS7 MRPS9 MRRF MSI1 MSI2 MT-TS1 MTFMT MTG1 MTG2 MTHFD2 MTHFD2L MTHFS MTIF2 MTIF3 MTOR MTPN MTRES1 MTRF1 MTRF1L MTRFR MTRR MVD MVK NAAA NAALADL1 NAGK NAGLU NAGS NANOS1 NANOS2 NANOS3 NANP NAPEPLD NARS1 NARS2 NAT10 NAT8B NCBP1 NCBP2 NCK1 NCK2 NCL NCSTN NDUFA7 NEMF NEU1 NEU2 NEU3 NEU4 NEURL1 NFE2L2 NGDN NGRN NHLRC1 NHLRC3 NIBAN1 NIT1 NLN NMNAT2 NNMT NOCT NOD2 NOLC1 NPEPPS NPEPPSP1 NPL NPM1 NR1H4 NSMAF NSUN3 NSUN5 NT5C NT5C1A NT5C2 NT5C3B NTRK2 NUDT19 NUDT7 NUDT8 OAT OGDH OGFOD1 OGT ORMDL1 ORMDL2 ORMDL3 OSBP OTC OXSM P2RX1 P2RX7 P4HB PA2G4 PABPC1 PABPC4 PABPN1L PADI6 PAIP1 PAIP2 PAIP2B PAM PAN2 PAN3 PANK2 PARL PARN PARP16 PARS2 PASK PATL1 PATL2 PCIF1 PCSK1 PCSK1N PCSK2 PCSK4 PCSK5 PCSK6 PCSK7 PDE12 PDF PDHA1 PDHA2 PDHB PDHX PDK1 PDK2 PDK3 PDK4 PELO PEMT PER1 PER2 PGAM1 PGLYRP2 PICALM PIN1 PINK1 PIPOX PIWIL1 PIWIL2 PIWIL3 PIWIL4 PKM PKP3 PLA2G15 PLA2G4E PLA2G6 PLA2G7 PLAAT1 PLAAT2 PLAAT3 PLAAT4 PLAAT5 PLD1 PLEKHN1 PLPP1 PLPP2 PLPP3 PLXNB2 PM20D1 PM20D2 PMVK PNLDC1 PNP PNPLA1 PNPT1 POLDIP3 POLR2G PPCS PPP1CA PPP1R15A PPP1R15B PPP2CA PPP2R1A PPT1 PPT2 PRG3 PRKAA1 PRKCD PRKDC PRMT1 PRNP PRODH PRODH2 PRR16 PSEN1 PSEN2 PSENEN PSTK PTAFR PTCD1 PTCD3 PTK2B PTRH1 PUM1 PUM2 PUM3 PURA PUS7 PYM1 QARS1 QKI QRSL1 RACK1 RARA RARS1 RARS2 RBM24 RBM3 RBM4 RBM4B RBM8A RC3H1 RC3H2 RCC1L RCHY1 RELA REN RENBP RGS2 RIDA RMND1 RNF139 RNF14 RNF25 ROCK1 ROCK2 RPL10 RPL10A RPL10L RPL11 RPL12 RPL13 RPL13A RPL13AP3 RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL22L1 RPL23 RPL23A RPL24 RPL26 RPL26L1 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL36AL RPL37 RPL37A RPL37AP8 RPL38 RPL39 RPL39L RPL39P5 RPL3L RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP0P6 RPLP1 RPLP2 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS6KA1 RPS6KA3 RPS6KB1 RPS6KB2 RPS7 RPS8 RPS9 RPSA RPSA2 RPTOR RPUSD3 RPUSD4 RRBP1 RSL24D1 RTN1 RTN2 RTN3 RTN4 RWDD1 SAMD4A SAMD4B SAMD8 SARNP SARS1 SARS2 SCG5 SEC11A SEC11B SEC11C SECISBP2 SECISBP2L SELENOT SEPSECS SERBP1 SERP1 SESN2 SGMS1 SGMS2 SGPL1 SH3BGRL SHFL SHMT1 SHMT2 SIRT3 SKIC2 SKIC3 SKIC8 SLBP SLC16A12 SLC19A1 SLC1A1 SLC1A2 SLC25A1 SLC25A15 SLC25A2 SLC25A32 SLC27A2 SLC2A13 SLC30A5 SLC30A8 SLC46A1 SLC5A6 SLC7A11 SMPD1 SMPD2 SMPD3 SMPD4 SMPDL3A SMPDL3B SNCA SORL1 SOX4 SP1 SPCS1 SPCS2 SPCS3 SPHK1 SPHK2 SPON1 SPPL3 SPTLC1 SPTLC2 SPTLC3 SPTSSA SPTSSB SRBD1 SRP9 SSB ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL5 ST6GAL1 ST6GALNAC3 ST6GALNAC4 ST6GALNAC5 ST6GALNAC6 ST8SIA2 ST8SIA3 ST8SIA4 ST8SIA6 SUCLA2 SUCLG1 SUCLG2 SYNCRIP TACO1 TAPBP TARBP2 TARDBP TARS1 TARS2 TARS3 TAT TCF25 TCOF1 TDO2 TECR TENT4A TENT4B TENT5B THBS1 THEM5 THOP1 TIA1 TIGAR TLCD3B TM9SF2 TMED10 TMED2 TNF TNIP1 TNKS1BP1 TNRC6A TNRC6B TNRC6C TOB1 TP53 TPP1 TPR TRAP1 TRHDE TRIM2 TRIM3 TRIM71 TRIP4 TRMT10C TRNAU1AP TRNT1 TRUB2 TSC1 TSFM TUFM TUT4 TUT7 TYMS UBA52 UCN UGCG UGT8 UHMK1 UNK UPF1 UPF3A UPF3B UQCC2 URAD UROC1 USP10 USP16 VAPA VARS1 VARS2 VIM VNN1 VNN2 WARS1 WARS2 WFS1 WTIP XDH XPNPEP1 XRN1 YARS1 YARS2 YBX1 YBX2 YBX3 YIPF5 YTHDF1 YTHDF2 YTHDF3 ZAR1 ZAR1L ZC3H12A ZC3H12D ZC3H15 ZCCHC13 ZCCHC4 ZFP36 ZFP36L1 ZFP36L2 ZNF385A ZNF540 ZNF598 ZNF706 GOBP_AMIDE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AMIDE_TRANSPORT AACS ABAT ABCA1 ABCA12 ABCA13 ABCA2 ABCB1 ABCB4 ABCB8 ABCB9 ABCC5 ABCC8 ABCD1 ABCG2 ACSL4 ACVR1C ACVR2B ADCY5 ADCY8 ADCYAP1 ADORA1 ADORA2A ADRA2A AIMP1 ALOX5 ANO1 ANXA1 APBA1 AQP1 AQP10 AQP11 AQP3 AQP7 AQP7B AQP7P3 AQP8 AQP9 ARL6IP1 ARL6IP5 ATP1A2 AVP AVPR1A BAD BAIAP3 BLK BMAL1 BMP8A BRSK2 C1QTNF12 C2CD2L CA2 CAMK2G CAPN10 CARTPT CASR CCDC186 CCL5 CCN3 CD209 CD38 CD74 CDH17 CDK16 CELA2A CERT1 CFTR CHD7 CHGA CHRM3 CLEC4M CLN8 CLOCK CLTRN CNR1 CPE CPLX1 CPLX3 CPT1A CPTP CRH CRHBP CRHR1 CYB5R4 DISP1 DOC2B DRD2 DTNBP1 EDN1 EDN3 EFNA5 EIPR1 ENSA ENY2 EPHA5 EXOC3L1 F2 F2RL1 F2RL2 FAM3B FAM3D FFAR1 FFAR2 FFAR3 FFAR4 FGA FGB FGG FKBP1B FOLR1 FOLR2 FOLR3 FOXA2 FOXO1 G6PC2 GABBR1 GAL GCG GCK GHRH GHRHR GHRL GHSR GIP GIPC1 GIPR GJA1 GLTP GLTPD2 GLUD1 GNA11 GNAT2 GNAZ GPER1 GPLD1 GPR119 GPR27 GPR68 GRM1 GRM2 GRM7 GRP HADH HFE HIF1A HLA-DRB1 HNF1A HNF1B HNF4A HRH3 HTR2C IFNG IL1B IL1RN IL6 ILDR1 ILDR2 INHBB INS IRS1 IRS2 ISL1 ITGB1 ITPR1 JAGN1 JAK2 KCNA5 KCNB1 KCNJ10 KCNJ11 KCNJ8 KISS1 KLF7 KMO LEP LRP2 LRP5 LRRC8A MAFA MC4R MCU MIDN MPC2 MTNR1B MTTP MYRIP NADK NDUFAF2 NEUROD1 NF1 NKX6-1 NLGN2 NNAT NOS2 NPY5R NR0B2 NR1D1 NR1H4 NTRK2 NTSR1 ORAI1 OSBP P2RX7 PARK7 PASK PAX8 PCK2 PCLO PDE8B PDPN PDX1 PER2 PFKFB2 PFKL PFKM PICK1 PIM3 PLA2G6 PLCB1 PLEKHA8 PLEKHA8P1 PLTP POU3F3 PPP3CA PPP3CB PRAF2 PRKACA PRKAR1A PRKCB PRKCE PRKD1 PRKG1 PRKN PSAP PSEN1 PSMD9 PTPN11 PTPRN PTPRN2 RAB11B RAB11FIP2 RAB11FIP5 RAB1A RAB3A RAB3GAP1 RAB8B RAF1 RAPGEF4 RASL10B RBM4 RBP4 REST RFX3 RFX6 RIMS2 RPH3AL S100A8 SCT SELENOT SERP1 SFRP1 SGPP1 SIDT2 SIRT3 SIRT4 SIRT6 SLC14A1 SLC14A2 SLC15A1 SLC15A2 SLC15A3 SLC15A4 SLC15A5 SLC16A1 SLC16A10 SLC16A2 SLC17A6 SLC17A7 SLC17A8 SLC19A1 SLC19A2 SLC1A1 SLC1A2 SLC1A3 SLC1A4 SLC1A6 SLC1A7 SLC25A12 SLC25A13 SLC25A18 SLC25A22 SLC25A32 SLC25A47 SLC26A6 SLC27A1 SLC2A2 SLC30A8 SLC33A1 SLC38A2 SLC38A3 SLC38A5 SLC38A6 SLC3A1 SLC46A1 SLC5A6 SLC7A11 SLC7A13 SLC8B1 SLC9B2 SMAD2 SMPD3 SNAP25 SNCA SNX19 SOX4 SPINK1 SREBF1 SRI SSTR5 STX1A STX4 STXBP1 STXBP3 STXBP4 SYBU SYT4 SYT7 SYTL4 TACR2 TAP1 TAP2 TARDBP TCF7L2 TCIRG1 TFAP2B TFR2 TIAM1 TM7SF3 TNF TNFSF11 TRH TRPM4 TRPV1 TRPV4 TUNAR UBE2Q1 UCN UCN3 UCP2 UMOD UPK3A UQCC2 VAPA VGF VIP VPS54 VSNL1 ZBED6 GOBP_AMINE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AMINE_BIOSYNTHETIC_PROCESS AANAT AGMAT ALDH2 AMD1 ASMT AZIN1 AZIN2 DAO DBH DDC GATA3 GCH1 GPR37 HAND2 HDC INSM1 KL MOXD1 MOXD2P NR4A2 OAZ1 OAZ2 OAZ3 ODC1 PAH PAOX PARK7 PNMT PRG3 SAT1 SAT2 SLC6A3 SMOX SMS SNCA SRM SULT1A2 TGFB2 TH VPS35 GOBP_AMINE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AMINE_CATABOLIC_PROCESS ALDH7A1 ATP2B4 CHDH COMT DBH DHPS DMGDH HNMT MAOA MAOB MIR21 MOXD1 MOXD2P PAOX SAT1 SLC44A1 SLC6A3 SMOX SULT1A3 SULT1A4 GOBP_AMINE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AMINE_METABOLIC_PROCESS AANAT ABAT ACMSD AFMID AGMAT ALDH2 ALDH7A1 AMD1 AOC1 AOC2 AOC3 ASMT ATCAY ATP2B4 ATP7A AZIN1 AZIN2 BCKDK BHMT CHDH CHRNB2 CLN3 COMT CYP1A1 DAO DBH DDC DHPS DMGDH DRD1 DRD2 DRD3 DRD4 EDNRA EPAS1 GATA3 GCDH GCH1 GDE1 GDPD1 GDPD3 GNAT2 GPR37 GRIN2A HAAO HAND2 HDAC10 HDAC6 HDC HNMT HPRT1 HTR1A IDO1 IDO2 IL4I1 INMT INS INSM1 ITGAM ITGB2 KL KMO KYNU MAOA MAOB MECP2 MIR21 MOXD1 MOXD2P MTPN NAAA NAPEPLD NPR1 NR1H4 NR4A2 OAZ1 OAZ2 OAZ3 ODC1 PAH PAOX PARK7 PDE1B PNKD PNMT PRG3 PRKN RNF180 RTL4 SAT1 SAT2 SATL1 SIRT4 SLC1A1 SLC22A3 SLC29A4 SLC44A1 SLC6A3 SLC7A11 SLC7A7 SMOX SMS SNCA SNCAIP SNCB SRM SULT1A1 SULT1A2 SULT1A3 SULT1A4 SULT1B1 SULT1C2 TACR3 TDO2 TGFB2 TH TRH VCAM1 VHL VPS35 GOBP_AMINE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AMINE_TRANSPORT ABAT ACE2 ADORA1 ADORA2A ADORA3 ADRA2A ADRA2B ADRA2C AQP8 AQP9 ARL6IP1 ARL6IP5 ATP1A2 AVP AVPR1A CARTPT CHGA CHRNA3 CHRNA4 CHRNA6 CHRNA7 CHRNB2 CLTRN CNR1 CRH CXCL12 DRD1 DRD2 DRD3 DRD4 DTNBP1 FFAR3 FGF20 GABBR1 GDNF GHSR GRK2 GRM2 GRM7 HRH3 HTR1B HTR2A ITGB1 KCNA2 KCNB1 KMO LEP NPY5R NTSR1 OPRK1 OXTR P2RX7 P2RY1 PER2 PINK1 PRKCB PRKG1 PRKN PSEN1 RAB3B RAB3GAP1 RGS2 RGS4 RHAG RHCG SDHD SLC12A2 SLC17A8 SLC18A1 SLC18A2 SLC18A3 SLC22A16 SLC22A2 SLC38A1 SLC38A2 SLC38A3 SLC43A1 SLC43A2 SLC44A1 SLC44A2 SLC6A1 SLC7A5 SNCA SNCG STX1A STXBP1 SV2A SYT1 SYT10 SYT11 SYT12 SYT13 SYT15 SYT17 SYT2 SYT3 SYT4 SYT5 SYT6 SYT7 SYT8 SYT9 TACR2 TH TNF TOR1A TRH VIP GOBP_AMINOACYL_TRNA_METABOLISM_INVOLVED_IN_TRANSLATIONAL_FIDELITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AMINOACYL_TRNA_METABOLISM_INVOLVED_IN_TRANSLATIONAL_FIDELITY AARS1 AARS2 AARSD1 DTD1 DTD2 IARS1 IARS2 LARS1 LARS2 PRORSD1P TARS2 VARS1 VARS2 GOBP_AMINOGLYCAN_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AMINOGLYCAN_BIOSYNTHETIC_PROCESS ABCC5 ANGPT1 AP2A1 B3GALT6 B3GAT1 B3GAT3 B3GNT2 B3GNT3 B3GNT4 B3GNT7 B3GNT8 B4GALT4 B4GALT5 B4GALT7 B4GAT1 CEMIP CHPF CHPF2 CHST1 CHST11 CHST12 CHST13 CHST14 CHST15 CHST2 CHST3 CHST5 CHST6 CHST7 CHST9 CHSY1 CHSY3 CLTC CSGALNACT1 CSGALNACT2 DSE DSEL EGF EXT1 EXT2 GALNT5 GCNT2 GLCE HAS1 HAS2 HAS3 HEXA HS3ST1 HS3ST2 HS3ST3A1 HS3ST3B1 HYAL1 IL1B NDST1 NDST2 NDST3 NDST4 NFKB1 PDGFB PXYLP1 SLC10A7 SLC35B2 SLC35D2 SMPD3 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST3GAL6 TGFB1 UGDH UST XYLT1 XYLT2 GOBP_AMINOGLYCAN_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AMINOGLYCAN_CATABOLIC_PROCESS CD44 CEMIP CEMIP2 CHI3L1 CHI3L2 CHIA CHIT1 CTBS FGF2 FUCA1 GLB1 GNS GUSB HEXA HEXB HMMR HYAL1 HYAL2 HYAL3 HYAL4 IDS IDUA LYG1 LYG2 LYVE1 OVGP1 PGLYRP1 PGLYRP2 PGLYRP3 PGLYRP4 SGSH SPAM1 STAB2 TGFB1 GOBP_AMINOGLYCAN_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AMINOGLYCAN_METABOLIC_PROCESS ABCC5 ANGPT1 AP2A1 B3GALT6 B3GAT1 B3GAT3 B3GNT2 B3GNT3 B3GNT4 B3GNT7 B3GNT8 B4GALT4 B4GALT5 B4GALT7 B4GAT1 BPNT2 CD44 CEMIP CEMIP2 CHI3L1 CHI3L2 CHIA CHIT1 CHPF CHPF2 CHST1 CHST11 CHST12 CHST13 CHST14 CHST15 CHST2 CHST3 CHST5 CHST6 CHST7 CHST9 CHSY1 CHSY3 CLN6 CLTC CSGALNACT1 CSGALNACT2 CTBS DSE DSEL EDNRA EDNRB EGF EXT1 EXT2 FGF2 FOXC1 FUCA1 GAL3ST3 GALNT5 GCNT2 GLB1 GLCE GNS GUSB HAS1 HAS2 HAS3 HEXA HEXB HMMR HPSE HS2ST1 HS3ST1 HS3ST2 HS3ST3A1 HS3ST3B1 HYAL1 HYAL2 HYAL3 HYAL4 IDS IDUA IL1B ITIH1 ITIH2 ITIH3 ITIH4 ITIH5 ITIH6 LYG1 LYG2 LYVE1 NAGLU NDNF NDST1 NDST2 NDST3 NDST4 NFKB1 OVGP1 PDGFB PGLYRP1 PGLYRP2 PGLYRP3 PGLYRP4 PXYLP1 SGSH SLC10A7 SLC35B2 SLC35D2 SMPD3 SPAM1 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST3GAL6 STAB2 TGFB1 TNFAIP6 UGDH UST XYLT1 XYLT2 GOBP_AMINOGLYCOSIDE_ANTIBIOTIC_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AMINOGLYCOSIDE_ANTIBIOTIC_METABOLIC_PROCESS AKR1A1 AKR1B1 AKR1B10 AKR1C1 AKR1C2 AKR1C3 AKR1C4 AKR7A2 CBR4 SLC34A1 GOBP_AMINOPHOSPHOLIPID_TRANSLOCATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AMINOPHOSPHOLIPID_TRANSLOCATION ATP11A ATP11C ATP8A1 ATP8A2 ATP8B1 TMEM30A TMEM30B GOBP_AMINOPHOSPHOLIPID_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AMINOPHOSPHOLIPID_TRANSPORT ATP11A ATP11B ATP11C ATP8A1 ATP8A2 ATP8B1 SCARB2 TMEM30A TMEM30B GOBP_AMINO_ACID_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AMINO_ACID_ACTIVATION AARS1 AARS2 AARSD1 AASDH CARS1 CARS2 DALRD3 DARS1 DARS2 EARS2 EPRS1 FARS2 FARSA FARSB GARS1 GATB GATC HARS1 HARS2 IARS1 IARS2 KARS1 LARS1 LARS2 LRRC47 MARS1 MARS2 NARS1 NARS2 PARS2 QARS1 QRSL1 RARS1 RARS2 SARS1 SARS2 TARS1 TARS2 TARS3 VARS1 VARS2 WARS1 WARS2 YARS1 YARS2 GOBP_AMINO_ACID_BETAINE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AMINO_ACID_BETAINE_BIOSYNTHETIC_PROCESS ACADM ALDH7A1 ALDH9A1 BBOX1 CHDH TMLHE GOBP_AMINO_ACID_BETAINE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AMINO_ACID_BETAINE_METABOLIC_PROCESS ACADL ACADM ALDH7A1 ALDH9A1 BBOX1 BHMT BHMT2 CHDH CPT1A CPT1B CPT1C CPT2 CRAT CROT DMGDH SLC22A4 TMLHE GOBP_AMINO_ACID_BETAINE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AMINO_ACID_BETAINE_TRANSPORT PDZK1 SLC16A9 SLC22A1 SLC22A15 SLC22A16 SLC22A4 SLC22A5 SLC25A20 SLC25A29 SLC38A2 SLC6A12 SLC6A14 SLC6A20 SLC7A6 GOBP_AMINO_ACID_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AMINO_ACID_BIOSYNTHETIC_PROCESS AASDHPPT AASS ABAT ADI1 AGXT AGXT2 ALDH18A1 ALDH1A1 APIP ASL ASNS ASNSD1 ASS1 ATP2B4 BCAT1 BCAT2 BHMT BHMT2 CAD CBS CLN3 CPS1 CTH DHFR DHFR2 DHFRP1 DPYD ENOPH1 ENSG00000274276 GAD1 GAD2 GGT1 GLS GLS2 GLUD1 GLUD2 GLUL GOT1 GOT1L1 GOT2 HAO1 ILVBL LGSN MRI1 MTAP MTHFD1 MTHFD2L MTHFR MTR MTRR NAGS NOXRED1 OAT OTC PAH PARK7 PCBD1 PCBD2 PHGDH PLOD2 PLOD3 PSAT1 PSPH PYCR1 PYCR2 PYCR3 SDS SDSL SEPHS1 SEPHS2 SERINC3 SERINC5 SHMT1 SHMT2 SLC1A3 SLC38A1 SRR UPB1 GOBP_AMINO_ACID_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AMINO_ACID_CATABOLIC_PROCESS AADAT AASS ABAT ACAD8 ACADSB ACAT1 ACMSD ADHFE1 AFMID AGXT AGXT2 ALDH4A1 ALDH5A1 ALDH6A1 ALDH8A1 AMDHD1 AMT ARG1 ARG2 ARHGAP11B ASPA ASRGL1 ATP2B4 AUH BCAT2 BCKDHA BCKDHB BCKDK BLMH CARNMT1 CARNS1 CBS CDO1 CRYM CSAD DAO DBT DDAH1 DDAH2 DDO DLD DLST ECHS1 ENOSF1 ENSG00000274276 ETFA ETFB FAH FTCD GAD1 GAD2 GCAT GCSH GLDC GLS GLS2 GLUD1 GLUD2 GLUL GOT1 GOT2 GPT GPT2 GSTZ1 HAAO HAL HDC HGD HIBADH HIBCH HMGCL HMGCLL1 HNMT HOGA1 HPD HSD17B10 HYKK IDO1 IDO2 IL4I1 IVD KMO KYAT1 KYAT3 KYNU MAT1A MCCC1 MCCC2 MIR21 MTRR NOS1 NOS2 NOS3 OAT OTC PAH PIPOX PRODH PRODH2 QDPR RIDA SARDH SCLY SDS SDSL SHMT1 SHMT2 SLC25A21 SLC25A44 TAT TDO2 THNSL2 UROC1 GOBP_AMINO_ACID_IMPORT_ACROSS_PLASMA_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AMINO_ACID_IMPORT_ACROSS_PLASMA_MEMBRANE ACE2 ARL6IP1 ARL6IP5 ATP1A2 CLN8 CLTRN GFAP GRM1 ITGB1 KCNJ10 NTSR1 PER2 PSEN1 RGS2 RGS4 SLC16A2 SLC17A8 SLC1A1 SLC1A2 SLC1A3 SLC1A4 SLC1A5 SLC1A6 SLC22A2 SLC22A4 SLC36A1 SLC36A4 SLC38A1 SLC38A2 SLC38A3 SLC38A4 SLC38A5 SLC3A2 SLC43A1 SLC43A2 SLC47A1 SLC6A13 SLC6A14 SLC6A20 SLC6A5 SLC6A6 SLC6A9 SLC7A1 SLC7A11 SLC7A2 SLC7A3 SLC7A5 SLC7A8 TNF TSPO2 GOBP_AMINO_ACID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AMINO_ACID_METABOLIC_PROCESS AADAT AARS1 AARS2 AARSD1 AASDH AASDHPPT AASS ABAT ACAD8 ACADSB ACAT1 ACCS ACCSL ACMSD ACY1 ADHFE1 ADI1 ADSS1 ADSS2 AFMID AGMAT AGXT AGXT2 ALDH18A1 ALDH1A1 ALDH4A1 ALDH5A1 ALDH6A1 ALDH8A1 AMDHD1 AMT APIP ARG1 ARG2 ARHGAP11B ART4 ASL ASNS ASNSD1 ASPA ASPG ASRGL1 ASS1 ATCAY ATF4 ATP2B4 ATP7A AUH AZIN1 AZIN2 BAAT BCAT1 BCAT2 BCKDHA BCKDHB BCKDK BHMT BHMT2 BLMH BPHL CAD CARNMT1 CARNS1 CARS1 CARS2 CBS CDO1 CLN3 CPS1 CRYM CSAD CTH CTNS CTPS1 CTPS2 DALRD3 DAO DARS1 DARS2 DBT DCT DDAH1 DDAH2 DDC DDO DGLUCY DHFR DHFR2 DHFRP1 DIO1 DLD DLST DPEP1 DPYD EARS2 ECHS1 ENOPH1 ENOSF1 ENSG00000274276 EPRS1 ETFA ETFB FAH FARS2 FARSA FARSB FN3K FPGS FTCD GAD1 GAD2 GARS1 GART GATB GATC GCAT GCDH GCLC GCLM GCSH GFPT1 GFPT2 GGT1 GGT5 GLDC GLS GLS2 GLUD1 GLUD2 GLUL GLYAT GLYATL1 GLYATL1B GMPS GNMT GOT1 GOT1L1 GOT2 GPT GPT2 GSS GSTZ1 HAAO HAL HAO1 HARS1 HARS2 HDC HGD HIBADH HIBCH HMGCL HMGCLL1 HNF4A HNMT HOGA1 HPD HPDL HSD17B10 HYKK IARS1 IARS2 ICMT IDO1 IDO2 IL4I1 ILVBL INS IVD IYD KARS1 KMO KYAT1 KYAT3 KYNU LARS1 LARS2 LGSN LRRC47 MARS1 MARS2 MAT1A MCCC1 MCCC2 MECP2 MIR21 MMUT MPST MRI1 MSRA MTAP MTHFD1 MTHFD2L MTHFR MTHFS MTR MTRR NAGS NARS1 NARS2 NAT8L NDP NIT2 NOS1 NOS2 NOS3 NOX4 NOXRED1 NR1H4 OAT OCA2 ODC1 OTC PAH PARK7 PARS2 PCBD1 PCBD2 PCCA PCCB PEPD PFAS PHGDH PIPOX PLOD2 PLOD3 PM20D1 PPAT PRODH PRODH2 PSAT1 PSPH PTS PYCR1 PYCR2 PYCR3 QARS1 QDPR QRSL1 RARS1 RARS2 RIDA RIMKLA RIMKLB SARDH SARS1 SARS2 SCLY SDS SDSL SEPHS1 SEPHS2 SERINC3 SERINC5 SHMT1 SHMT2 SIRT4 SLC16A2 SLC1A3 SLC25A12 SLC25A13 SLC25A2 SLC25A21 SLC25A44 SLC38A1 SLC39A8 SLC45A2 SLC7A11 SLC7A7 SMS SRR TARS1 TARS2 TARS3 TAT TDO2 TH THAP4 THNSL2 TPH1 TPH2 TTC36 TYR UCP2 UPB1 UROC1 VARS1 VARS2 WARS1 WARS2 YARS1 YARS2 GOBP_AMINO_ACID_NEUROTRANSMITTER_REUPTAKE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AMINO_ACID_NEUROTRANSMITTER_REUPTAKE ATP1A2 CLN8 ITGB1 KCNJ10 PER2 SLC17A8 SLC6A1 SLC6A11 SLC6A12 SLC6A13 GOBP_AMINO_ACID_SALVAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AMINO_ACID_SALVAGE ADI1 APIP BHMT BHMT2 ENOPH1 MRI1 MTAP GOBP_AMINO_ACID_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AMINO_ACID_TRANSMEMBRANE_TRANSPORT ACE2 ARL6IP1 ARL6IP5 ATP1A2 CLN3 CLN8 CLTRN GFAP GRM1 ITGB1 KCNJ10 LRRC8A LRRC8C LRRC8D LRRC8E MFSD12 NTSR1 PER2 PRAF2 PSEN1 RGS2 RGS4 SFXN1 SFXN2 SFXN3 SLC11A1 SLC15A4 SLC16A10 SLC16A2 SLC17A6 SLC17A7 SLC17A8 SLC1A1 SLC1A2 SLC1A3 SLC1A4 SLC1A5 SLC1A6 SLC1A7 SLC22A2 SLC22A4 SLC25A12 SLC25A13 SLC25A15 SLC25A18 SLC25A2 SLC25A22 SLC25A26 SLC25A29 SLC25A38 SLC32A1 SLC36A1 SLC36A2 SLC36A3 SLC36A4 SLC38A1 SLC38A10 SLC38A11 SLC38A2 SLC38A3 SLC38A4 SLC38A5 SLC38A6 SLC38A7 SLC38A8 SLC38A9 SLC3A1 SLC3A2 SLC43A1 SLC43A2 SLC47A1 SLC66A1 SLC66A1L SLC6A11 SLC6A12 SLC6A13 SLC6A14 SLC6A15 SLC6A18 SLC6A19 SLC6A20 SLC6A5 SLC6A6 SLC6A7 SLC6A9 SLC7A1 SLC7A10 SLC7A11 SLC7A13 SLC7A14 SLC7A2 SLC7A3 SLC7A4 SLC7A5 SLC7A6 SLC7A7 SLC7A8 SLC7A9 TNF TSPO2 UCP2 GOBP_AMINO_ACID_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AMINO_ACID_TRANSPORT ABAT ABCC8 ACE2 ADORA1 ADORA2A APBA1 ARL6IP1 ARL6IP5 ATP1A2 AVP AVPR1A CACNB4 CLN3 CLN8 CLTRN CTNS DTNBP1 GABBR1 GFAP GIPC1 GJA1 GNAT2 GRM1 GRM2 GRM7 HRH3 HTR1B ITGB1 KCNJ10 KCNJ8 KMO LEP LLGL2 LRP5 LRRC8A LRRC8C LRRC8D LRRC8E MFSD12 NF1 NHERF1 NPY5R NTRK2 NTSR1 P2RX7 PDPN PER2 PRAF2 PRKG1 PSEN1 RAB3GAP1 RGS2 RGS4 SERINC3 SERINC5 SFXN1 SFXN2 SFXN3 SFXN4 SFXN5 SH3BP4 SLC11A1 SLC12A2 SLC15A4 SLC16A10 SLC16A2 SLC17A5 SLC17A6 SLC17A7 SLC17A8 SLC1A1 SLC1A2 SLC1A3 SLC1A4 SLC1A5 SLC1A6 SLC1A7 SLC22A2 SLC22A4 SLC25A12 SLC25A13 SLC25A15 SLC25A18 SLC25A2 SLC25A22 SLC25A26 SLC25A29 SLC25A38 SLC25A44 SLC32A1 SLC36A1 SLC36A2 SLC36A3 SLC36A4 SLC38A1 SLC38A10 SLC38A11 SLC38A2 SLC38A3 SLC38A4 SLC38A5 SLC38A6 SLC38A7 SLC38A8 SLC38A9 SLC3A1 SLC3A2 SLC43A1 SLC43A2 SLC47A1 SLC66A1 SLC66A1L SLC6A1 SLC6A11 SLC6A12 SLC6A13 SLC6A14 SLC6A15 SLC6A17 SLC6A18 SLC6A19 SLC6A20 SLC6A5 SLC6A6 SLC6A7 SLC6A8 SLC6A9 SLC7A1 SLC7A10 SLC7A11 SLC7A13 SLC7A14 SLC7A2 SLC7A3 SLC7A4 SLC7A5 SLC7A6 SLC7A7 SLC7A8 SLC7A9 SNCA STXBP1 SV2A SYT4 TNF TRH TRPC4 TRPV1 TSPO2 UCP2 VPS54 XK GOBP_AMINO_SUGAR_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AMINO_SUGAR_BIOSYNTHETIC_PROCESS AMDHD2 GFPT1 GFPT2 GNE GNPDA1 GNPDA2 GNPNAT1 NANP PGM3 UAP1 UAP1L1 GOBP_AMINO_SUGAR_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AMINO_SUGAR_CATABOLIC_PROCESS ALDH1A1 AMDHD2 CHI3L1 CHI3L2 CHIA CHIT1 CTBS GNPDA1 GNPDA2 HOGA1 MGAT1 NAGK NPL OVGP1 RENBP GOBP_AMINO_SUGAR_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AMINO_SUGAR_METABOLIC_PROCESS ALDH1A1 AMDHD2 B4GALNT2 CHI3L1 CHI3L2 CHIA CHIT1 CHST1 CHST2 CHST3 CHST4 CHST5 CHST6 CHST7 CMAS CSGALNACT1 CTBS DPAGT1 EXTL2 FN3K GFPT1 GFPT2 GNE GNPDA1 GNPDA2 GNPNAT1 HOGA1 LARGE1 MGAT1 MGAT3 NAGK NANP NPL OGA OVGP1 PGM3 RENBP SLC35A3 ST3GAL1 ST6GAL1 UAP1 UAP1L1 GOBP_AMMONIUM_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AMMONIUM_HOMEOSTASIS OTC RHAG RHBG RHCE RHCG RHD GOBP_AMMONIUM_ION_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AMMONIUM_ION_METABOLIC_PROCESS ALDH2 ALDH7A1 ATP7A BCHE BTBD9 CHDH DDC DMGDH ENPP6 GRIN2A HDC HNMT HTR1A PDE1B PRG3 RNF180 SLC22A3 SLC29A4 SLC44A1 SRD5A1 TPH1 TPH2 TRH GOBP_AMMONIUM_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AMMONIUM_TRANSMEMBRANE_TRANSPORT AQP1 AQP8 RHAG RHBG RHCE RHCG RHD SLC12A2 SLC12A4 SLC12A5 SLC12A6 SLC12A7 GOBP_AMPA_GLUTAMATE_RECEPTOR_CLUSTERING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AMPA_GLUTAMATE_RECEPTOR_CLUSTERING APOE CHRDL1 DLG4 FRRS1L NLGN1 SHANK3 SHISA6 SHISA7 SLC7A11 SSH1 ZDHHC2 GOBP_AMP_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AMP_BIOSYNTHETIC_PROCESS ADA ADK ADSL ADSS1 ADSS2 APRT ATIC GART HPRT1 NUDT2 PAICS PFAS PPAT GOBP_AMP_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AMP_CATABOLIC_PROCESS ADA AMPD3 NT5C1A NT5E XDH GOBP_AMP_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AMP_METABOLIC_PROCESS ADA ADK ADSL ADSS1 ADSS2 AK1 AK2 AK3 AK4 AMPD1 AMPD2 AMPD3 APRT ATIC GART HPRT1 NT5C1A NT5E NUDT2 PAICS PFAS PPAT XDH GOBP_AMP_SALVAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AMP_SALVAGE ADA ADK ADSL APRT HPRT1 GOBP_AMYGDALA_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AMYGDALA_DEVELOPMENT ATP1A2 NF1 NR2E1 TBR1 UBA6 GOBP_AMYLIN_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AMYLIN_RECEPTOR_SIGNALING_PATHWAY ADM CALCR IAPP RAMP1 RAMP2 RAMP3 GOBP_AMYLOID_BETA_CLEARANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AMYLOID_BETA_CLEARANCE ABCA7 APOE C3 C5AR1 CD36 CLTC CLU CYP51A1 HDAC1 HMGCR IDE IFNG IFNGR1 IGF1R IL4 INSR ITGAM ITGB2 LDLR LRP1 LRP2 LRP4 LRPAP1 MARCO MIR1908 MIR34A MME MSR1 MYOCD PICALM PLA2G3 RAB11A RAB11B RAB5A ROCK1 SRF TNF TREM2 TTPA GOBP_AMYLOID_BETA_CLEARANCE_BY_CELLULAR_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AMYLOID_BETA_CLEARANCE_BY_CELLULAR_CATABOLIC_PROCESS ABCA7 CD36 IDE LDLR LRP1 LRP4 MME TREM2 GOBP_AMYLOID_BETA_CLEARANCE_BY_TRANSCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AMYLOID_BETA_CLEARANCE_BY_TRANSCYTOSIS CLTC LRP1 LRPAP1 PICALM RAB11A RAB11B RAB5A GOBP_AMYLOID_BETA_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AMYLOID_BETA_METABOLIC_PROCESS ABCA2 ABCA7 ABCG1 ACE APEH APH1A APH1B APOE BACE1 BACE2 BECN1 BIN1 CASP3 CHRNA7 CLU CSNK1E DYRK1A EFNA1 EPHA4 GGA3 GSAP GSK3A HAP1 IDE IFNG IFNGR1 IGF1 LRRTM3 MGAT3 MIR153-1 MIR15B MIR186 MIR206 MIR24-1 MIR298 MIR29A MIR29B1 MIR29C MIR339 MIR361 MIR455 MME NAT8B NCSTN NTRK2 PICALM PIN1 PRNP PSEN1 PSEN2 PSENEN RELA REN ROCK1 ROCK2 RTN1 RTN2 RTN3 RTN4 SLC2A13 SORL1 SP1 SPON1 TMED10 TNF GOBP_AMYLOID_FIBRIL_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AMYLOID_FIBRIL_FORMATION APOE APP B2M BACE1 CAMP CD36 CDSN CHRNA7 CLU CRYAB FKBP1A FURIN FUS GSN HNRNPA1 IAPP LDLR MAPT MDM2 MIR31 NAT8 NAT8B PFDN1 PFDN2 PFDN4 PFDN5 PFDN6 PRKN PSEN1 RIPK1 RIPK3 SERF1A SERF1B SIAH1 SIAH2 SNCA TARDBP TREM2 USP8 USP9X VBP1 VHL GOBP_AMYLOID_PRECURSOR_PROTEIN_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AMYLOID_PRECURSOR_PROTEIN_BIOSYNTHETIC_PROCESS AATF ABCA2 ABCA7 AGO2 BACE2 ITM2A ITM2B ITM2C MIR101-1 MIR106A MIR144 MIR147A MIR153-1 MIR17 MIR20A MIR298 MIR31 MIR323A MIR455 MIR520C MIR644A NCSTN NECAB1 NECAB2 NECAB3 PAWR SOAT1 GOBP_AMYLOID_PRECURSOR_PROTEIN_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AMYLOID_PRECURSOR_PROTEIN_CATABOLIC_PROCESS ABCA2 ABCA7 ABCG1 ADAM10 ADAM17 ADAM19 AGER APH1A APH1B APOE BACE1 BIN1 CASP3 CHRNA7 CLN3 CLU CSNK1E DHCR24 DYRK1A EFNA1 EFNA3 EPHA4 FKBP1A FLOT2 GGA3 GSAP GSK3A HAP1 IFNG IFNGR1 IGF1 LRRTM3 LYN MIR107 MIR153-1 MIR15B MIR186 MIR206 MIR24-1 MIR298 MIR29A MIR29B1 MIR29C MIR339 MIR361 MIR455 NCSTN NTRK2 PICALM PIN1 PRNP PSEN1 PSEN2 PSENEN RANBP9 RELA ROCK1 ROCK2 RTN1 RTN2 RTN3 RTN4 SLC2A13 SORL1 SP1 SPON1 TMED10 TNF GOBP_AMYLOID_PRECURSOR_PROTEIN_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AMYLOID_PRECURSOR_PROTEIN_METABOLIC_PROCESS AATF ABCA2 ABCA7 ABCG1 ACHE ADAM10 ADAM17 ADAM19 AGER AGO2 APH1A APH1B APOE BACE1 BACE2 BIN1 CASP3 CHRNA7 CLN3 CLU CSNK1E DHCR24 DLG1 DYRK1A EFNA1 EFNA3 EPHA4 FKBP1A FLOT2 GGA3 GSAP GSK3A HAP1 IFNG IFNGR1 IGF1 ITM2A ITM2B ITM2C KLK6 LDLRAP1 LRRTM3 LYN MIR101-1 MIR106A MIR107 MIR144 MIR147A MIR153-1 MIR15B MIR17 MIR186 MIR206 MIR20A MIR24-1 MIR298 MIR29A MIR29B1 MIR29C MIR31 MIR323A MIR339 MIR361 MIR455 MIR520C MIR644A NAGLU NCSTN NECAB1 NECAB2 NECAB3 NSG1 NTRK2 PAWR PICALM PIN1 PRNP PSEN1 PSEN2 PSENEN RANBP9 RELA ROCK1 ROCK2 RTN1 RTN2 RTN3 RTN4 SLC2A13 SOAT1 SORL1 SP1 SPON1 TMCC2 TMED10 TNF GOBP_ANAGEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ANAGEN CTNNB1 FERMT1 SPINK5 WNT10B WNT5A GOBP_ANAPHASE_PROMOTING_COMPLEX_DEPENDENT_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ANAPHASE_PROMOTING_COMPLEX_DEPENDENT_CATABOLIC_PROCESS ANAPC1 ANAPC10 ANAPC11 ANAPC13 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 CDC16 CDC20 CDC20B CDC23 CDC26 CDC27 CDK2 CUL3 ECRG4 FBXO31 FZR1 PLK1 UBE2C UBE2S GOBP_ANATOMICAL_STRUCTURE_ARRANGEMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ANATOMICAL_STRUCTURE_ARRANGEMENT BMPR1A DAB1 DLL1 EGR2 HOXB1 HOXB2 HSPA5 KCNA2 KIF14 NRP1 NRP2 PAX2 PLXNA3 PLXNA4 SEMA3F TFAP2A GOBP_ANATOMICAL_STRUCTURE_FORMATION_INVOLVED_IN_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ANATOMICAL_STRUCTURE_FORMATION_INVOLVED_IN_MORPHOGENESIS AAMP ABCA2 ABCC8 ABI1 ABL1 ACE ACKR3 ACRBP ACTA1 ACTC1 ACTG1 ACTL6A ACTL7A ACTL8 ACTL9 ACTN1 ACTN2 ACVR1 ACVR2B ACVRL1 ADA ADAM12 ADAM15 ADAM17 ADAM8 ADAM9 ADAMTS1 ADAMTS15 ADAMTS5 ADAMTS9 ADGRA2 ADGRB1 ADGRB2 ADGRB3 ADGRG1 ADGRG6 ADIPOR2 ADM ADM2 ADPRHL1 ADRA2B ADTRP AGFG1 AGGF1 AGO1 AGO2 AGTPBP1 AGTR1 AHDC1 AHI1 AIMP1 AKAP13 AKT1 AKT3 ALDH1A2 ALDH1A3 ALOX5 AMELX AMELY AMOT AMOTL1 AMOTL2 AMTN ANG ANGPT1 ANGPT2 ANGPT4 ANGPTL3 ANGPTL4 ANGPTL6 ANK2 ANKRD1 ANKRD23 ANPEP ANXA1 ANXA2 ANXA3 APAF1 APELA APLN APLNR APOD APOH APOLD1 AQP1 AR ARHGAP22 ARHGAP24 ARHGAP35 ARMC5 ATF2 ATM ATOH8 ATP2B4 ATP5F1B ATP5IF1 ATP7A ATP8A2 ATP8B1 AXIN1 AXIN2 B4GALT1 BBS4 BCAS3 BCL10 BCL2L11 BCL3 BCL6 BMERB1 BMP10 BMP2 BMP4 BMP5 BMP7 BMPER BMPR1A BMPR2 BRCA1 BRD2 BSG BTG1 BYSL C12orf43 C1GALT1 C3 C3AR1 C5AR1 CACNA1H CACNA1S CALB1 CALCRL CALD1 CAMK1 CAMP CAPN2 CAPN3 CARD10 CASP3 CASP8 CASP9 CASQ1 CAV1 CAV3 CBLN1 CC2D2A CCBE1 CCDC134 CCDC136 CCDC42 CCL2 CCL24 CCM2 CCN1 CCN2 CCN3 CCN6 CCNB1IP1 CCNG1 CCR2 CCR3 CD109 CD160 CD34 CD36 CD40 CD47 CD53 CD81 CD9 CDC73 CDH11 CDH13 CDH5 CDK20 CDK5 CDK5R1 CDK5R2 CDON CDX1 CDX2 CEACAM1 CECR2 CELA1 CELSR1 CEMIP2 CEND1 CEP290 CFL2 CFLAR CFTR CHAD CHI3L1 CHRNA7 CIB1 CITED2 CLASP1 CLASP2 CLDN5 CLEC14A CLEC1B CLIC4 CLUAP1 CMA1 CNMD CNNM4 CNOT1 CNOT2 CNOT3 CNTN1 CNTNAP1 COBL COL11A1 COL12A1 COL15A1 COL18A1 COL1A1 COL27A1 COL2A1 COL3A1 COL4A1 COL4A2 COL4A3 COL5A1 COL5A2 COL6A1 COL7A1 COL8A1 COL8A2 CRB1 CRB2 CREB3L1 CSF3R CSPG4 CSRP1 CSRP2 CSRP3 CTHRC1 CTNNB1 CTR9 CTSH CUL3 CX3CL1 CX3CR1 CXCL10 CXCL13 CXCL17 CXCL8 CXCL9 CXCR2 CXCR3 CXCR4 CYBB CYP19A1 CYP1B1 CYSLTR1 DAB2IP DAG1 DCANP1 DCHS1 DCN DCSTAMP DDAH1 DEAF1 DICER1 DKK1 DKK4 DLC1 DLL1 DLL3 DLL4 DLX5 DLX6 DMP1 DMRT2 DOCK1 DOCK2 DOCK5 DSCAM DSPP DUSP1 DUSP2 DUSP4 DUSP5 DVL1 DVL2 DVL3 DYRK1B E2F2 E2F7 E2F8 ECM1 ECSCR EDA EDAR EDN1 EDN2 EDNRA EFNA1 EFNA3 EFNB2 EGF EGFL7 EGLN1 EGR2 EGR3 EHD1 EHD2 EIF2AK3 ELK3 EMC10 EMILIN1 EMILIN2 EMP2 ENAM ENG ENPEP EOMES EP300 EPAS1 EPB41L3 EPB41L5 EPGN EPHA1 EPHA2 EPHB1 EPHB2 EPHB3 EPHB4 EPN1 EPN2 ERAP1 ERBB2 ERCC1 ERCC2 EREG ERVFRD-1 ERVH48-1 ERVW-1 ESM1 ETS1 ETS2 ETV2 EXOC4 EXT1 EXT2 EYA1 EYA2 F3 FAIM2 FAM20A FAM20C FAP FASLG FAT3 FBN2 FBXW7 FGF1 FGF10 FGF16 FGF18 FGF2 FGF6 FGF8 FGF9 FGFBP1 FGFR2 FHL2 FHOD3 FIG4 FJX1 FKBP1A FKBPL FLII FLNA FLNC FLOT1 FLT1 FLT4 FMN1 FMNL3 FN1 FOLR1 FOXA1 FOXA2 FOXB1 FOXC1 FOXC2 FOXD1 FOXF1 FOXH1 FOXJ1 FOXJ2 FOXN4 FOXO4 FRS2 FURIN FUT1 FUZ FZD1 FZD2 FZD3 FZD4 FZD5 FZD6 FZD7 FZD8 GAB1 GABPA GADD45A GARIN1A GARIN1B GATA1 GATA2 GATA3 GATA4 GATA5 GATA6 GBA1 GBX2 GCM1 GDF15 GDF2 GDF3 GDF7 GDNF GHRL GHSR GJA1 GJA5 GLI2 GLI3 GLMN GLUL GNA13 GNPAT GPC1 GPI GPLD1 GPNMB GPR15 GPR4 GPX1 GRB2 GREM1 GRHL2 GRHL3 GRID2 GRN GSC GTF2I HAND1 HAND2 HDAC1 HDAC2 HDAC5 HDAC7 HDAC9 HECTD1 HERC1 HES1 HES5 HES7 HESX1 HEY1 HEY2 HEYL HGS HHEX HIF1A HIF3A HIPK1 HIPK2 HK2 HLA-G HMGA2 HMOX1 HNF1B HOPX HOXA1 HOXA11 HOXA3 HOXA5 HOXA7 HOXB1 HOXB13 HOXB3 HOXC11 HPSE HRG HS2ST1 HS6ST1 HSBP1 HSPB1 HSPB6 HSPG2 HTATIP2 HYAL1 ID1 IFT122 IFT172 IFT52 IFT57 IHH IL10 IL12A IL12B IL17F IL18 IL1A IL1B IL4 IL4R IL6 INHBA IRX1 IRX2 IRX3 ISL1 ISM1 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA7 ITGA8 ITGAV ITGAX ITGB1 ITGB1BP1 ITGB2 ITGB3 ITGB4 ITGB5 ITGB6 ITGB8 JAG1 JAK1 JAM2 JAM3 JCAD JMJD6 JMJD8 JUNB JUP KAT2A KBTBD8 KCNH1 KDM2B KDM4C KDM6B KDR KIF16B KIF20B KIF26B KLF2 KLF4 KLF5 KLHL12 KLHL41 KLHL6 KLK3 KLK4 KLK5 KNDC1 KNL1 KRIT1 KRT1 KRT19 KRT8 LAMA3 LAMB1 LAMB3 LARGE1 LATS1 LATS2 LDB1 LDB3 LEF1 LEMD2 LEO1 LEP LEPR LFNG LHX1 LHX2 LHX5 LIAS LMO4 LMOD1 LMOD2 LMOD3 LOXL2 LRG1 LRP2 LRP6 LRP8 LUZP1 MACROH2A1 MAFB MAG MAP2K1 MAP2K2 MAP2K5 MAP3K3 MAPK1 MAPK14 MAPK3 MAPK7 MATR3 MBOAT7 MCAM MDK MECP2 MED1 MED12 MEF2A MEF2C MEGF11 MEIS1 MEOX1 MEOX2 MESP1 MESP2 MFGE8 MFN2 MFNG MFSD14A MIA3 MIB1 MINAR1 MINAR2 MIOS MIR1-1 MIR101-1 MIR106B MIR10A MIR10B MIR1224 MIR125A MIR125B1 MIR126 MIR1298 MIR130A MIR132 MIR137 MIR138-1 MIR143 MIR145 MIR146A MIR149 MIR150 MIR15A MIR15B MIR16-1 MIR17 MIR181B1 MIR185 MIR188 MIR18A MIR1908 MIR193A MIR196A1 MIR199A1 MIR199B MIR19A MIR19B1 MIR200B MIR200C MIR205 MIR206 MIR20A MIR20B MIR21 MIR210 MIR212 MIR214 MIR217 MIR22 MIR221 MIR222 MIR2355 MIR23A MIR24-1 MIR26A1 MIR27A MIR27B MIR296 MIR29A MIR29C MIR30A MIR30B MIR30C1 MIR30E MIR31 MIR320A MIR329-1 MIR342 MIR34A MIR34B MIR34C MIR361 MIR375 MIR377 MIR378A MIR410 MIR424 MIR451A MIR483 MIR487B MIR492 MIR494 MIR495 MIR497 MIR503 MIR505 MIR515-1 MIR640 MIR885 MIR9-1 MIR92A1 MIR939 MIR99B MIRLET7B MIRLET7F1 MIRLET7G MIXL1 MKS1 MMP14 MMP15 MMP19 MMP2 MMP20 MMP8 MMP9 MMRN2 MOBP MPIG6B MPL MSGN1 MSX1 MSX2 MTDH MTHFD1 MTHFD1L MTHFR MTMR2 MTPN MYDGF MYF5 MYF6 MYH11 MYH3 MYH6 MYH7 MYH9 MYL2 MYL9 MYLK3 MYMK MYMX MYOD1 MYOG MYOM2 MYOZ1 MYOZ2 MYPN NAA15 NANOG NAXE NBEAL2 NCL NCMAP NDNF NDP NEB NEBL NECTIN1 NECTIN2 NEO1 NEUROG1 NF1 NF2 NFATC2 NFATC4 NFE2L2 NFIB NFKB2 NGFR NIBAN2 NINJ1 NKD1 NKX2-1 NKX2-5 NKX3-1 NKX3-2 NLE1 NODAL NOG NOLC1 NOS1 NOS3 NOTCH1 NOTCH2 NOTCH3 NOTCH4 NOX1 NOX5 NPHP3 NPHS1 NPPB NPPC NPR1 NPR2 NPR3 NR0B1 NR2E1 NR4A1 NRAP NRARP NRCAM NRG3 NRP1 NRP2 NTF4 NUS1 OBSCN OBSL1 OCSTAMP ODAPH OLFM1 OPA1 OPHN1 OR10J5 OSR1 OTULIN OTX2 OVOL2 PAF1 PAFAH1B1 PAK4 PALB2 PALS1 PANK2 PARVA PAX2 PAX6 PAX8 PCDH8 PDCD10 PDCD6 PDCL3 PDE3B PDGFA PDGFRA PDGFRB PDPK1 PDPN PEF1 PERP PF4 PFN1 PFN4 PGF PGK1 PGM5 PHACTR4 PHLDB1 PHLDB2 PHOX2A PIK3C2A PIK3CA PIK3CB PIK3CD PIK3CG PIK3R3 PIK3R6 PIKFYVE PIM1 PKM PKN1 PKNOX1 PLA2G3 PLCD3 PLCG1 PLEC PLEKHO1 PLK2 PLN PLXDC1 PLXNA1 PLXNA2 PLXNA3 PLXNB2 PLXND1 PML PMP22 PNLDC1 PODXL POFUT1 POFUT2 POGLUT1 POLR1B POU5F1 PPARA PPARG PPARGC1B PPP1R16B PPP3CB PPP3R1 PRCP PRDM14 PRICKLE1 PRKACA PRKACB PRKAR1A PRKCA PRKCB PRKD1 PRKD2 PRKDC PRKX PRL PROK1 PROK2 PROM1 PROX1 PSEN1 PTCH1 PTF1A PTGFRN PTGIS PTGS2 PTK2 PTK2B PTK7 PTPN11 PTPN14 PTPN18 PTPN6 PTPRB PTPRM PXDN RALA RAMP1 RAMP2 RAPGEF3 RARA RARG RASIP1 RBM15 RBM20 RBM46 RBP4 RBPJ RC3H1 RDH10 RDH13 RECK RELN RELT RET RFX2 RGCC RGMA RHOA RHOB RHOJ RIPOR2 RIPPLY1 RIPPLY2 RLN2 RNF213 RNH1 ROBO1 ROBO2 ROBO4 ROCK1 ROCK2 RORA RPL7L1 RPS7 RRAS RRP7A RS1 RSPO3 RTF1 RTN4 RUNX1 S100A1 S100A7 S1PR1 SALL1 SALL4 SARS1 SASH1 SAT1 SBNO2 SCG2 SCGB3A1 SCRIB SCX SDC4 SDCCAG8 SDK1 SDK2 SEC24B SEMA3C SEMA3E SEMA4A SEMA4C SEMA5A SEMA6A SERPINE1 SERPINF1 SETD2 SF3B6 SFRP1 SFRP2 SH2D2A SH3PXD2A SHB SHC1 SHH SIRT1 SIRT6 SIX1 SIX2 SIX4 SKI SKIL SKOR2 SLC12A2 SLC12A6 SLC1A1 SLC24A4 SLC25A46 SLC31A1 SLC34A1 SLC39A12 SLC40A1 SLC44A4 SLC4A2 SLC9A8 SLIT2 SMAD1 SMAD2 SMAD3 SMAD4 SMARCD3 SMO SMOC2 SMPD3 SNAI1 SNAI2 SOX11 SOX17 SOX18 SOX2 SOX30 SOX7 SOX8 SOX9 SP1 SP100 SP3 SPACA1 SPARC SPEM1 SPEM3 SPHK1 SPINK2 SPINK5 SPINT1 SPINT2 SPPL2C SPRED1 SPRY1 SPRY2 SPTBN1 SRF SRPK2 SRPX2 SSBP3 ST14 STAB1 STAB2 STARD13 STAT1 STAT3 STIL STIM1 STK3 STK4 STRA6 SUFU SULF1 SUPT6H SYK SYNJ2BP SYNPO2L TAF10 TAFA5 TAL1 TANC1 TBC1D20 TBPL1 TBR1 TBX1 TBX18 TBX19 TBX2 TBX20 TBX3 TBX4 TBX5 TBX6 TBXA2R TBXT TCAP TCF15 TCF21 TCIRG1 TCOF1 TCTA TCTN1 TDGF1 TEAD2 TEAD4 TEK TENM4 TERT TET1 TFAP2A TFAP2B TGFA TGFB1 TGFB2 TGFB3 TGFBI TGFBR1 TGFBR2 TGFBR3 TGM2 THBS1 THBS2 THBS3 THBS4 THSD7A THY1 TIE1 TIFAB TJP1 TLR2 TLR3 TLX2 TM4SF1 TMED2 TMEM100 TMEM182 TMEM215 TMF1 TMIGD2 TMOD1 TMOD2 TMOD3 TMOD4 TNF TNFAIP2 TNFAIP3 TNFRSF12A TNFSF12 TNFSF13B TNFSF14 TNMD TNN TNNT1 TNNT2 TNNT3 TP53 TP63 TPM1 TPPP TRAF6 TREM2 TRIM15 TRIM71 TSC1 TSC2 TSPAN12 TSPAN18 TTC21B TTLL1 TTN TUBB1 TULP3 TWIST1 TWSG1 TXNRD1 TYMP TYROBP UBP1 UGT8 UNC13D UNC5B VANGL2 VASH1 VASH2 VASP VAV2 VAV3 VEGFA VEGFB VEGFC VEGFD VEZF1 VHL VPS13B VPS33A VPS4B VSTM4 VTN WARS1 WARS2 WASF2 WDR1 WDR72 WDR74 WHRN WLS WNK1 WNT1 WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT6 WNT7A WNT8A WNT9B WT1 XBP1 XRCC2 YAP1 YJEFN3 ZC3H12A ZFPM1 ZIC3 ZNF219 ZNF304 ZNF385A ZP3 ZPBP ZPBP2 GOBP_ANATOMICAL_STRUCTURE_MATURATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ANATOMICAL_STRUCTURE_MATURATION ABHD2 ACTL6B ACTN3 ACVRL1 ADAMTS12 ADAMTS7 ADGRB3 AGRN AKR1B1 ALDH1A2 ANG ANGPTL8 ANKRD17 ANKS1A APP ARCN1 ASCL1 ATP6AP2 AURKA AXL B4GALT5 B4GALT6 BAIAP3 BAP1 BCL11A BCL2 BFSP1 BFSP2 BHLHA15 BMP2 BNC1 BRCA2 BRD1 BSPH1 BTK C1QA C1QL1 C2CD6 C3 CABYR CATSPER2 CATSPER3 CATSPER4 CATSPERD CATSPERE CATSPERZ CBFB CCDC154 CCL19 CCL21 CCR6 CDC25B CDH3 CDH5 CDK5R1 CDK5R2 CDKN1A CDKN1C CEBPA CEND1 CFTR CLEC7A CLN5 CNGB1 CNTN2 CNTNAP2 CTNNB1 CX3CL1 CX3CR1 DAG1 DCHS1 DDIT3 DEFB1 DLD DMC1 EBP EDN1 EDNRA EDNRB EFCAB9 ELSPBP1 EPAS1 EPB42 EPHA8 EPO ERCC2 EREG EXT1 FAM20C FAM210B FARP2 FBXO5 FEM1B FERMT1 FEV FGFR3 FGG FLVCR1 FOXA1 FOXJ1 FUT6 FZD5 G6PD GAL GATA2 GATA3 GBA1 GDF11 GH1 GHRHR GLDN GPAT4 GREM1 H3-3A H3-3B HEATR3 HES1 HES5 HIF1A HOXA5 HOXB13 IFT80 IGF1 IHH IL15 IL21 INSL3 IQCF1 KCNB1 KCNE1 KCNIP2 KCNQ3 KDM1A KDR KIF14 KLF2 L3MBTL3 LEP LGI4 LHX6 LRRK2 LTF LYL1 MAEA MAP3K13 MBTPS2 MECP2 MMP2 MSX2 MTCH1 MYOC NF1 NKX6-1 NOM1 NPPC NPR2 NR4A2 NRCAM NSUN2 NTN4 OOSP2 PAEP PAX2 PCSK4 PDE3A PGR PHOSPHO1 PICK1 PLA2G10 PLA2G3 PLD6 PLXNB1 PPARG PPP2R1A PRKACA PTBP3 PTH PTH1R PTK2B PTPRN RAC3 RB1 RBPJ REC8 RECK REN RERE RET RFLNA RFLNB RFX3 RHEX RHOA RND1 ROPN1 ROPN1B ROPN1L RPS6KA2 RUNX2 RXFP2 RYR1 S1PR1 SCARF1 SCLT1 SEMA4D SEMG1 SEMG2 SHB SIRT2 SIX3 SLC22A14 SLC24A4 SLC26A3 SLC26A6 SLFN14 SNX10 SNX19 SOX10 SOX18 SOX8 SPINK1 SPINK5 SPTBN4 SRRM4 TAL1 TBX6 TCP11 TCP11X1 TDRD1 TDRD5 TDRD6 TDRD7 TDRKH TFCP2L1 TGFB2 THBS3 TMEM79 TMIGD1 TRIM58 TRIP13 TRPC4AP TUBB8 TUSC2 TUT4 TUT7 TYMS VEGFA VSX1 WASHC5 WDR77 WEE2 WNT1 WNT10B WNT5A XYLT1 YTHDF2 ZAR1 ZAR1L ZBTB16 ZBTB7A GOBP_ANATOMICAL_STRUCTURE_REGRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ANATOMICAL_STRUCTURE_REGRESSION AMH AMHR2 BMPR1A CD248 DRD2 FLT1 GLI1 LEF1 LRP5 OPN4 OPN5 SLC17A6 SLC6A3 SMAD5 SPI1 TH GOBP_ANDROGEN_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ANDROGEN_BIOSYNTHETIC_PROCESS CYP17A1 HSD17B3 HSD17B6 HSD3B1 HSD3B2 MED1 SRD5A1 SRD5A2 SRD5A3 WNT4 GOBP_ANDROGEN_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ANDROGEN_CATABOLIC_PROCESS CYP19A1 HSD17B11 HSD17B6 SPP1 SRD5A1 GOBP_ANDROGEN_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ANDROGEN_METABOLIC_PROCESS ADM AKR1C4 AKR1D1 CHST10 CYP17A1 CYP19A1 CYP3A4 DHRS9 ESR1 HSD17B10 HSD17B11 HSD17B2 HSD17B3 HSD17B4 HSD17B6 HSD17B7 HSD17B8 HSD3B1 HSD3B2 MED1 PLEKHA1 SGPL1 SHH SPP1 SRD5A1 SRD5A2 SRD5A3 TIPARP UGT2B7 WNT4 GOBP_ANDROGEN_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ANDROGEN_RECEPTOR_SIGNALING_PATHWAY AR ARID1A CST11 DAB2 DAXX DDX17 DDX5 DNAJA1 EP300 FKBP4 FOXH1 FOXP1 HDAC1 HDAC6 HEYL KDM1A KDM3A KDM4C KDM5D MAPK1 NCOR1 NCOR2 NKX3-1 NODAL PARK7 PHB1 PIAS2 PKN1 PLPP1 PMEPA1 PRMT2 RHOA RHOXF1 RNF14 RNF6 RWDD1 SAFB2 SCGB2A1 SCGB2A2 SFRP1 SIRT1 SMARCA4 TCF21 TMF1 TRIM68 UBE3A USP26 ZBTB7A ZDHHC7 ZMIZ1 GOBP_ANGIOGENESIS_INVOLVED_IN_CORONARY_VASCULAR_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ANGIOGENESIS_INVOLVED_IN_CORONARY_VASCULAR_MORPHOGENESIS ACE FGF2 NRP1 PDGFRB TGFBR1 GOBP_ANGIOGENESIS_INVOLVED_IN_WOUND_HEALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ANGIOGENESIS_INVOLVED_IN_WOUND_HEALING ADIPOR2 ALOX5 B4GALT1 CD34 CX3CL1 CXCR4 DAG1 FOXC2 GATA2 GPR4 GPX1 HPSE ITGB3 KDR MCAM MIR1298 MIR200B MIR34A MIR451A NDNF NPR2 PIK3CB PRCP SERPINE1 SLC12A2 SMOC2 SRF TAFA5 TNF TNFAIP3 VEGFA XBP1 GOBP_ANGIOTENSIN_ACTIVATED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ANGIOTENSIN_ACTIVATED_SIGNALING_PATHWAY ACTN2 AGT AGTR1 AGTR2 AGTRAP AHCYL1 CA2 CAMK2A CAV1 MAS1 MAS1L MIR143 MIR145 PPP3CA PRKCA RAP1GDS1 ROCK1 ROCK2 SRC GOBP_ANIMAL_ORGAN_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ANIMAL_ORGAN_FORMATION AR AXIN2 BMP2 BMP4 BMP7 BMPR1A CITED2 CTNNB1 DKK1 EMP2 EXT1 EYA1 FGF1 FGF10 FGF2 FGF8 FGFR2 FOLR1 FOXH1 FRS2 GATA5 GATA6 GDNF GLI3 HAND2 HES1 HOXA11 HOXA3 HOXC11 ISL1 LEMD2 LRP2 MAP2K1 MAP2K2 MAPK1 MAPK3 MEF2C MESP1 MIR20A MKS1 NKX3-2 NOG NOTCH1 NTF4 PAX2 PAX8 PIM1 RBM20 RBPJ RDH10 ROBO1 ROBO2 SHH SIX1 SMARCD3 SOX17 SPRY1 SULF1 TBR1 TBX5 TGFBR2 TP63 WNT11 WNT2 WNT2B WNT5A WT1 GOBP_ANIMAL_ORGAN_MATURATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ANIMAL_ORGAN_MATURATION ACTN3 ADAMTS12 ADAMTS7 ALDH1A2 BMP2 CCDC154 DCHS1 EBP EXT1 FGFR3 GATA3 GH1 GREM1 IFT80 IGF1 LEP LTF MBTPS2 PAX2 PHOSPHO1 PLXNB1 PTH RET RFLNA RFLNB RHOA RYR1 SEMA4D SNX10 THBS3 XYLT1 ZBTB16 GOBP_ANIMAL_ORGAN_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ANIMAL_ORGAN_MORPHOGENESIS ABCA12 ABCC9 ABI2 ABL1 ABLIM1 ACP4 ACP5 ACTA1 ACTA2 ACTC1 ACTG2 ACTN3 ACVR1 ACVR2A ACVR2B ACVRL1 ADAM15 ADAMTS1 ADAMTS16 ADAMTS5 ADARB1 ADGRG6 ADM ADPRHL1 AGT AGTPBP1 AGTR2 AHDC1 AHI1 AJAP1 AKT3 ALDH1A2 ALDH1A3 ALPK2 ALPL ALX1 ALX3 ALX4 AMBN AMELX AMELY AMTN ANKH ANKRD1 ANKRD11 ANKRD24 ANKRD6 ANXA6 AP3B1 APC APCDD1 APLNR APLP1 AQP1 AQP3 AQP5 AQP6 AR AREG ARHGEF19 ARID2 ARID5B ARL13B ASB2 ASH1L ASPN ASXL1 ASXL2 ASXL3 ATF2 ATF4 ATG9A ATG9B ATOH1 ATP6V1B1 ATP8A2 AXIN2 BAK1 BARX2 BASP1 BAX BBS1 BBS2 BBS4 BBS5 BBS7 BCAR3 BCL11B BCL2 BCL2L11 BCOR BCR BLOC1S5 BMI1 BMP1 BMP10 BMP2 BMP4 BMP5 BMP6 BMP7 BMPR1A BMPR1B BMPR2 BPNT2 BRAF BSG BSX BTBD7 BTRC C12orf57 C2CD3 CABP4 CALB1 CAPN1 CAV1 CAV3 CBS CCDC103 CCDC154 CCDC39 CCDC40 CCL2 CCM2L CCN1 CCN2 CD34 CDC42 CDH2 CDH23 CDON CDSN CDX1 CDX2 CDX4 CEACAM1 CEBPB CELA1 CELSR1 CELSR2 CELSR3 CEMP1 CEP290 CER1 CERT1 CFLAR CFTR CHAD CHD7 CHRNA10 CHRNA9 CHST11 CHSY1 CITED1 CITED2 CLDN5 CLRN1 CLRN2 CLUAP1 CNNM4 CNTF COL11A1 COL13A1 COL18A1 COL1A1 COL1A2 COL27A1 COL2A1 COL3A1 COL5A1 COL5A2 COL8A1 COL8A2 COL9A1 COMP CPB2 CPE CPLANE2 CRB1 CRB2 CRIP1 CRKL CRX CRYGB CSF1 CSF1R CSF3R CSGALNACT1 CSMD1 CSRNP1 CTHRC1 CTNNA1 CTNNA2 CTNNB1 CTNNBIP1 CTNS CTSH CTSZ CUL1 CUL3 CYP26B1 CYP7B1 DAAM1 DAB2 DACT1 DAG1 DCANP1 DCHS1 DCN DDR1 DGCR2 DGCR6 DHRS3 DIO3 DKK1 DLC1 DLG1 DLG5 DLL1 DLL4 DLX1 DLX2 DLX3 DLX5 DLX6 DMP1 DMRT3 DNAAF1 DNAH11 DSCAM DSCAML1 DSP DSPP DVL1 DVL2 DVL3 DYNC2I1 DZANK1 E2F4 EDA EDAR EDN1 EDNRA EFEMP1 EFEMP2 EFNA1 EFNB2 EGFR EGLN1 EIF4A3 ELF3 ELN EMP2 EMX1 EMX2 ENAM ENG ENSG00000274276 EP300 EPHA2 EPHB1 EPHB2 EPHB4 ERBB4 EREG ERRFI1 ESR1 ESRP2 ETV7 EVL EXOC4 EXT1 EXT2 EYA1 EZR FAM20A FAM20C FANCC FANCD2 FASLG FAT1 FAT3 FBN1 FBN2 FBXW11 FBXW7 FEM1B FGD1 FGF1 FGF10 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFRL1 FGL1 FGR FHL1 FHL2 FJX1 FKBP1A FLI1 FLNA FLRT2 FLVCR1 FMN1 FOLR1 FOSL2 FOXA1 FOXC1 FOXC2 FOXD1 FOXE1 FOXE3 FOXF1 FOXF2 FOXG1 FOXH1 FOXI1 FOXI3 FOXJ1 FOXL2 FOXN1 FOXN3 FOXN4 FRAS1 FREM1 FRS2 FRZB FSCN2 FST FUZ FZD1 FZD2 FZD3 FZD5 FZD6 FZD7 GAA GAMT GATA2 GATA3 GATA4 GATA5 GATA6 GBA1 GBX2 GCNT1 GCNT3 GCNT4 GDF11 GDF7 GDNF GHR GJA5 GJB6 GLG1 GLI1 GLI2 GLI3 GMNN GNAT1 GNAT2 GNGT1 GPC3 GREB1L GREM1 GREM2 GRHL2 GRHL3 GRXCR1 GRXCR2 GSC GSK3A GSX2 GZF1 HAND1 HAND2 HAS2 HCCS HCN1 HDAC1 HDAC2 HEG1 HES1 HES5 HESX1 HEY1 HEY2 HEYL HGF HHIP HIF1A HIPK1 HIPK2 HLX HMGN1 HMX2 HMX3 HNF1A HNF1B HOXA1 HOXA11 HOXA13 HOXA2 HOXA3 HOXA4 HOXA5 HOXA7 HOXA9 HOXB1 HOXB13 HOXB2 HOXB3 HOXB4 HOXB5 HOXB6 HOXB7 HOXB8 HOXB9 HOXC11 HOXC13 HOXC4 HOXC8 HOXC9 HOXD10 HOXD11 HOXD13 HOXD3 HOXD4 HOXD8 HOXD9 HPN HRAS HS2ST1 HS3ST3A1 HS3ST3B1 HTR2B HYAL1 HYAL2 ID2 ID3 ID4 IFITM5 IFT122 IFT140 IFT172 IFT52 IFT57 IFT80 IGF2 IGFBP5 IHH IL6 IL7 ILK IMPG2 INHBA INPPL1 INSIG1 INSIG2 INSR INTU IRX1 IRX2 IRX3 IRX4 IRX5 ISL1 ITGA2 ITGA6 ITGA8 ITGAX ITGB4 ITGB6 JAG1 JAG2 JHY KCNJ8 KCNQ1 KCNQ4 KDM2B KDM5B KDR KIF26B KLHL10 KLHL3 KLK4 KLK5 KRAS LAMA1 LAMA5 LAMB1 LARGE1 LBX1 LCTL LEF1 LEFTY1 LEMD2 LFNG LGR4 LHFPL5 LHX1 LHX3 LHX4 LHX8 LHX9 LIF LIMS2 LIPA LRIG1 LRIG3 LRP2 LRP4 LRP5 LRRK2 LTBP3 LTF LY6H LZTS2 MAFB MAGED1 MAGI2 MAN2A1 MAP2K1 MAP2K2 MAPK1 MAPK14 MAPK3 MATN1 MDFI MDK MDM2 MDM4 MED1 MED12 MEF2C MEF2D MEGF11 MEGF8 MEIS1 MEIS2 MEIS3 MEIS3P1 MESP1 MESP2 METTL7A MFAP2 MFAP5 MFN2 MFRP MFSD2A MGP MIB1 MICAL2 MICOS10-NBL1 MIR1-1 MIR143 MIR145 MIR17 MIR17HG MIR195 MIR20A MIR21 MKKS MKS1 MLLT3 MMP13 MMP14 MMP16 MMP2 MMP20 MSN MSX1 MSX2 MTHFD1 MTHFD1L MTOR MYBPC3 MYC MYF5 MYF6 MYH6 MYH7 MYL11 MYL2 MYL3 MYLK MYLK2 MYO15A MYO3A MYO3B MYO6 MYO7A NAB1 NAB2 NAGLU NBL1 NDP NDRG4 NDST1 NECTIN1 NECTIN3 NEK8 NEUROD1 NEUROG1 NF1 NF2 NFIB NFKB1 NGFR NHERF1 NIPBL NKD1 NKX2-1 NKX2-3 NKX2-5 NKX3-1 NKX3-2 NKX6-1 NLE1 NODAL NOG NOS3 NOTCH1 NOTCH2 NOTO NPHP3 NPNT NPPC NPR2 NPY1R NPY2R NPY5R NR2E3 NR3C1 NR5A2 NRG1 NRG3 NRL NRP1 NRP2 NSD2 NTF4 NTN1 NTN4 NTRK2 ODAM ODAPH OLFM1 OLFM3 ONECUT2 OSR1 OSR2 OTOP1 OTOR OTX1 OVOL2 P2RX7 PAFAH1B1 PALB2 PAPPA2 PARVA PAX2 PAX3 PAX4 PAX5 PAX6 PAX8 PAX9 PBX1 PBX2 PBX3 PBX4 PCGF2 PDCD4 PDE6C PDGFA PDGFC PDGFRA PDX1 PDZD7 PERP PEX7 PGR PHACTR4 PHB2 PHEX PHLDA2 PHOSPHO1 PIM1 PITX2 PITX3 PKD1 PKD2 PKHD1 PKP2 PLAG1 PLEKHA1 PLEKHA4 PLOD3 PLS1 PLXNA1 PLXND1 PML POLB POU3F4 POU4F1 POU4F3 PPARA PPARGC1B PPP1R13L PPP1R35 PPP3CA PRDM1 PRICKLE1 PRICKLE2 PRKCB PRKCI PRKRA PRKX PROM1 PROP1 PROX1 PRRX1 PSEN1 PTCD2 PTCH1 PTEN PTF1A PTK2 PTK7 PTN PTPRM RAB23 RAB33B RAC1 RARA RARB RARG RBM15 RBM20 RBP4 RBPJ RBPMS2 RDH10 RDH13 RELA RELT RFLNA RFLNB RFNG RHO RHOA RING1 RIPPLY2 RNF207 ROBO1 ROBO2 ROGDI ROM1 RORB RP1 RPE65 RPGRIP1 RPGRIP1L RPL13A RPL38 RPS6KA1 RS1 RSPO2 RSPO3 RTN4 RUNX2 RXFP1 RYK RYR1 RYR2 S1PR1 SALL1 SAPCD2 SATB2 SAV1 SCN10A SCN5A SCRIB SCX SDK1 SDK2 SEC24B SEMA3C SEMA6A SERP1 SERPINB5 SERPINE1 SERPINH1 SETD2 SETDB2 SFRP1 SFRP2 SFRP4 SFTPB SGPL1 SHANK3 SHH SHOX2 SHROOM2 SIX1 SIX2 SIX3 SIX4 SIX6 SKI SLC1A1 SLC24A4 SLC34A1 SLC39A1 SLC39A3 SLC40A1 SLC44A4 SLC4A10 SLC4A2 SLC6A4 SLIT1 SLIT2 SLIT3 SLITRK6 SMAD2 SMAD3 SMAD4 SMAD6 SMAD7 SMARCC1 SMARCD3 SMO SMPD3 SMTNL1 SMURF1 SMURF2 SNAI1 SNAI2 SNX10 SOBP SOD1 SOS1 SOSTDC1 SOX1 SOX11 SOX17 SOX18 SOX4 SOX5 SOX6 SOX8 SOX9 SP3 SP5 SP6 SP7 SPEF1 SPEF2 SPRY1 SPRY2 SRC SRF SRSF6 SSUH2 STAT1 STAT3 STAT6 STAU2 STC1 STIL STIM1 STK40 STOX1 STRA6 STRC STX2 SUFU SULF1 SULF2 SYCP2 SYK SYNPO2L TAB1 TACSTD2 TAF10 TAFAZZIN TBC1D20 TBR1 TBX1 TBX15 TBX18 TBX19 TBX2 TBX20 TBX3 TBX4 TBX5 TBX6 TBXT TCAP TCF15 TCF21 TCIRG1 TDRD7 TEAD2 TECTA TEK TENM3 TFAP2A TFAP2B TGFA TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 TGM2 TH THBS3 THRA THRB THY1 TIAM1 TIFAB TIPARP TLE1 TLE2 TLE3 TMED2 TMEM100 TMEM107 TMEM119 TMEM176B TMEM215 TMEM59L TMIE TNC TNF TNFAIP3 TNFRSF11B TNFSF11 TNNC1 TNNI1 TNNI3 TNNT2 TP53 TP63 TPM1 TPRN TRAF6 TREH TREX1 TRIOBP TRIP11 TRPV4 TSHZ1 TSKU TSPAN12 TSPEAR TTC39C TTC8 TTN TUBA1A TUFT1 TULP1 TULP3 TWIST1 TWSG1 UCHL5 UNCX USH1C USH1G VANGL1 VANGL2 VAX2 VDR VEGFA VEGFC VHL VPS33B VPS51 VSX1 WDPCP WDR19 WDR48 WDR72 WHRN WLS WNK4 WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3A WNT4 WNT5A WNT6 WNT7A WNT7B WNT9A WNT9B WT1 WWOX WWTR1 XBP1 XIRP2 YAP1 YY1 ZEB1 ZFAND5 ZFPM1 ZFPM2 ZHX2 ZIC1 ZIC3 ZMIZ1 ZMPSTE24 ZNF22 ZNF335 ZNRF3 GOBP_ANIMAL_ORGAN_REGENERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ANIMAL_ORGAN_REGENERATION ACE ADM ANGPT2 ANXA3 APOA2 ATIC AURKA AXL BAAT BAK1 CAD CCNA2 CCND1 CDK1 CDKN1A CEBPB CLDN1 CPB2 CPT1A CSNK2A2 CXCL12 EZH2 F7 FLT3 FPGS GAS6 GATA1 GFER GLI1 GUCD1 HFE HSPG2 IGF2R IHH IL10 IL6 LCP1 LPIN1 MED1 NNMT NOTCH1 NR0B2 NR4A3 PCNA PDX1 PFKFB1 PNPT1 PRMT5 PTCH1 PTPN3 PTPRU RGN SERPINA10 SLC7A5 SRSF1 SULF2 TGFBR3 TNF TYMS UCP2 UGT1A1 UPF2 VTN WNT1 GOBP_ANOIKIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ANOIKIS AKT1 ANKRD13C BCL2 BMF BRMS1 CAV1 CEACAM5 CEACAM6 CRYBA1 DAPK2 E2F1 IKBKG ITGA5 ITGB1 MAP3K7 MCL1 MTOR MYBBP1A NOTCH1 NTRK2 PDK4 PIK3CA PIK3R3 PTK2 PTRH2 SIK1 SNAI2 SRC STK11 TFDP1 TLE1 TLE5 TSC2 ZNF304 GOBP_ANTERIOR_COMMISSURE_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ANTERIOR_COMMISSURE_MORPHOGENESIS DRAXIN FBXO45 NFIB NR2E1 PLXNA4 TSKU WDR47 GOBP_ANTERIOR_HEAD_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ANTERIOR_HEAD_DEVELOPMENT BMP5 COL2A1 DDX10 LHX1 PFAS SOX9 SSBP3 GOBP_ANTERIOR_POSTERIOR_AXIS_SPECIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ANTERIOR_POSTERIOR_AXIS_SPECIFICATION AURKA BASP1 BMP4 CDX1 CDX2 CDX4 CER1 CTNNB1 DCANP1 DDIT3 EPB41L5 ETS2 FOXA2 FRS2 FZD5 GDF3 GPC3 HEY2 HOXD8 LDB1 LEFTY1 LEFTY2 LHX1 MESP1 MESP2 NEUROG1 NODAL NRARP OTX2 PCSK6 PGAP1 PLD6 PRICKLE1 RIPPLY1 RIPPLY2 RNF2 SHH SIX2 SKI SMAD4 SRF TASOR TBX3 TBX6 TBXT TDGF1 TDRD1 TDRD5 TDRD6 TDRD7 TDRKH TIFAB TMED2 WLS WNT3 WNT5A WNT8A WT1 ZIC3 GOBP_ANTERIOR_POSTERIOR_AXON_GUIDANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ANTERIOR_POSTERIOR_AXON_GUIDANCE DCC LHX1 LHX9 NTN1 UNC5A UNC5B UNC5C GOBP_ANTERIOR_POSTERIOR_PATTERN_SPECIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ANTERIOR_POSTERIOR_PATTERN_SPECIFICATION ABI1 ACVR2A ACVR2B ALDH1A2 ALX4 ARC ATM ATP6AP2 AURKA AXIN2 BARX1 BASP1 BHLHE40 BHLHE41 BMI1 BMP2 BMP4 BMPR1A BMPR2 BPTF BTG2 CDON CDX1 CDX2 CDX4 CELSR2 CER1 CFC1 CFC1B COBL CRB2 CRKL CTNNB1 CTNNBIP1 CYP26C1 DCANP1 DDIT3 DKK1 DLL1 DLL3 DMRT2 EMX2 EN1 EP300 EPB41L5 ETS2 FEZF1 FEZF2 FGF8 FOXA2 FOXB1 FOXC1 FOXC2 FOXF1 FOXH1 FRS2 FUZ FZD5 GATA4 GBX2 GDF11 GDF3 GLI3 GPC3 GRSF1 HELT HES1 HES2 HES3 HES4 HES5 HES6 HES7 HEY1 HEY2 HEYL HHEX HIPK1 HIPK2 HNF1B HOXA10 HOXA11 HOXA2 HOXA3 HOXA4 HOXA5 HOXA6 HOXA7 HOXA9 HOXB1 HOXB2 HOXB3 HOXB4 HOXB5 HOXB6 HOXB7 HOXB8 HOXB9 HOXC10 HOXC11 HOXC13 HOXC4 HOXC5 HOXC6 HOXC8 HOXC9 HOXD10 HOXD13 HOXD3 HOXD4 HOXD8 HOXD9 KAT2A KDM2B KMT2A LDB1 LEF1 LEFTY1 LEFTY2 LFNG LHX1 LRP5 LRP6 MED12 MEOX1 MEOX2 MESP1 MESP2 MIB1 MLLT3 MSGN1 MSX1 MSX2 MYF5 MYF6 NEUROD1 NEUROG1 NKD1 NKX3-1 NLE1 NODAL NOG NOTCH1 NR2F2 NRARP OSR1 OTX1 OTX2 PALB2 PAX6 PBX1 PBX3 PCDH8 PCGF2 PCSK5 PCSK6 PGAP1 PLD6 PLXNA2 POFUT1 POGLUT1 PRICKLE1 PRKDC PSEN1 RARG RBPJ RING1 RIPPLY1 RIPPLY2 RNF2 SEMA3C SFRP1 SFRP2 SHH SIX2 SKI SMAD2 SMAD3 SMAD4 SMO SOX17 SRF SSBP3 TAF10 TASOR TBX1 TBX18 TBX3 TBX6 TBXT TCAP TCF15 TDGF1 TDGF1P3 TDRD1 TDRD5 TDRD6 TDRD7 TDRKH TGFBR1 TIFAB TMED2 TP53 TSHZ1 TULP3 WIF1 WLS WNT1 WNT2 WNT2B WNT3 WNT3A WNT5A WNT8A WT1 XRCC2 YY1 ZBTB16 ZIC3 GOBP_ANTEROGRADE_AXONAL_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ANTEROGRADE_AXONAL_TRANSPORT AGBL4 AGTPBP1 AP3B1 AP3B2 AP3D1 AP3M1 AP3M2 AP3S1 AP3S2 ARL8A ARL8B BLOC1S1 BLOC1S2 BLOC1S3 BLOC1S4 BLOC1S5 BLOC1S6 BORCS5 CALY DLG2 DTNBP1 FEZ1 HAP1 HSPB1 KIF1A KIF1B KIF1C KIF3A KIF3B KIF4A KIF5A KIF5B KIF5C MAP1A MAP2 MAPK8IP3 MECP2 MGARP NEFL NETO1 RAB21 RAB27B SNAPIN SOD1 SPAST SPG7 SYBU TERF2 TRAK1 TRAK2 TRIM46 GOBP_ANTEROGRADE_AXONAL_TRANSPORT_OF_MITOCHONDRION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ANTEROGRADE_AXONAL_TRANSPORT_OF_MITOCHONDRION AGBL4 AGTPBP1 FEZ1 HAP1 TRAK1 TRAK2 GOBP_ANTEROGRADE_DENDRITIC_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ANTEROGRADE_DENDRITIC_TRANSPORT FLOT2 KIF17 KIF3B KIF5A KIF5B KIF5C STAU1 STAU2 TRAK2 GOBP_ANTEROGRADE_DENDRITIC_TRANSPORT_OF_NEUROTRANSMITTER_RECEPTOR_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ANTEROGRADE_DENDRITIC_TRANSPORT_OF_NEUROTRANSMITTER_RECEPTOR_COMPLEX KIF17 KIF3B KIF5A KIF5B KIF5C GOBP_ANTEROGRADE_NEURONAL_DENSE_CORE_VESICLE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ANTEROGRADE_NEURONAL_DENSE_CORE_VESICLE_TRANSPORT KIF1A KIF1C KIF5B MAP2 MECP2 SYBU TRIM46 GOBP_ANTIBACTERIAL_HUMORAL_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ANTIBACTERIAL_HUMORAL_RESPONSE ANG BPIFA1 CAMP CTSG DEFA1 DEFA1B DEFA3 DEFA4 DEFA5 DEFA6 DEFB1 DMBT1 ELANE EVPL FAU FGA FGB H2BC10 H2BC11 H2BC12 H2BC12L H2BC21 H2BC4 H2BC6 H2BC7 H2BC8 HLA-A HLA-E IGHA1 IGHA2 IGHE IGHG1 IGHG2 IGHG3 IGHG4 IGHM IGKV3-20 JCHAIN KLK3 KLK5 KLK7 LGALS4 LTF NCR3LG1 NOD2 PGC PI3 PLA2G1B PLA2G6 RNASE2 RNASE3 RNASE4 RNASE6 RNASE7 RPL39 SEMG1 SEMG2 SLPI SPINK5 SPON2 SPRR2A TF WFDC10A WFDC10B WFDC11 WFDC12 WFDC13 WFDC2 WFDC3 WFDC5 WFDC9 GOBP_ANTIBACTERIAL_INNATE_IMMUNE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ANTIBACTERIAL_INNATE_IMMUNE_RESPONSE DEFB136 MARCHF2 MIRLET7B MPEG1 TFEB UMOD GOBP_ANTIBACTERIAL_PEPTIDE_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ANTIBACTERIAL_PEPTIDE_PRODUCTION ELANE EVPL KLK3 KLK5 KLK7 LGALS4 NOD2 PGC SPINK5 GOBP_ANTIBODY_DEPENDENT_CELLULAR_CYTOTOXICITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ANTIBODY_DEPENDENT_CELLULAR_CYTOTOXICITY FCGR1A FCGR2B FCGR3A HLA-E IGHG1 GOBP_ANTIFUNGAL_HUMORAL_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ANTIFUNGAL_HUMORAL_RESPONSE DEFA4 FAM3A IL36RN LTF RARRES2 GOBP_ANTIFUNGAL_INNATE_IMMUNE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ANTIFUNGAL_INNATE_IMMUNE_RESPONSE BCL10 CARD9 CLEC4A CLEC4C CLEC4D CLEC4E CLEC6A CLEC7A CX3CR1 DEFB106A DEFB106B DEFB114 DEFB119 DEFB136 DEFB4A FAM3A PLA2G5 PLCG2 RARRES2 RNASE8 SPI1 TRIM62 USP15 GOBP_ANTIGEN_PROCESSING_AND_PRESENTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ANTIGEN_PROCESSING_AND_PRESENTATION ABCB9 ACE AP3B1 AP3D1 ARL8B ATG5 B2M CALR CCL19 CCL21 CCR7 CD1A CD1B CD1C CD1D CD1E CD209 CD68 CD74 CD8A CLEC4A CLEC4M CTSD CTSE CTSF CTSH CTSL CTSS CTSV DNM2 ERAP1 ERAP2 EXT1 FCER1G FCER2 FCGR1A FCGR2B FGL2 GBA1 HFE HLA-A HLA-B HLA-C HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G HLA-H ICAM1 IDE IFI30 IKBKB KDM5D LGMN LILRB2 LNPEP MARCHF1 MARCHF8 MFSD6 MICA MICB MR1 NOD1 NOD2 PDIA3 PIKFYVE PSMB8 PSME1 PYCARD RAB10 RAB27A RAB32 RAB33A RAB34 RAB35 RAB3B RAB3C RAB4A RAB5B RAB6A RAB8B RAET1E RAET1G RAET1L RELB RFTN1 SAR1B SLC11A1 TAP1 TAP2 TAPBP TAPBPL THBS1 TRAF6 TREM2 TREX1 ULBP1 ULBP2 ULBP3 UNC93B1 WAS WDFY4 YTHDF1 GOBP_ANTIGEN_PROCESSING_AND_PRESENTATION_ENDOGENOUS_LIPID_ANTIGEN_VIA_MHC_CLASS_IB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ANTIGEN_PROCESSING_AND_PRESENTATION_ENDOGENOUS_LIPID_ANTIGEN_VIA_MHC_CLASS_IB CD1A CD1B CD1C CD1D CD1E GOBP_ANTIGEN_PROCESSING_AND_PRESENTATION_OF_ENDOGENOUS_ANTIGEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ANTIGEN_PROCESSING_AND_PRESENTATION_OF_ENDOGENOUS_ANTIGEN ATG5 B2M CD1A CD1B CD1C CD1D CD1E CD74 ERAP1 ERAP2 HFE HLA-A HLA-B HLA-C HLA-DRA HLA-DRB1 HLA-E HLA-F HLA-G HLA-H IDE MICA MICB RAET1E RAET1G RAET1L TAP1 TAP2 TAPBP ULBP1 ULBP2 ULBP3 GOBP_ANTIGEN_PROCESSING_AND_PRESENTATION_OF_ENDOGENOUS_PEPTIDE_ANTIGEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ANTIGEN_PROCESSING_AND_PRESENTATION_OF_ENDOGENOUS_PEPTIDE_ANTIGEN B2M ERAP1 ERAP2 HFE HLA-A HLA-B HLA-C HLA-DRA HLA-DRB1 HLA-E HLA-F HLA-G HLA-H IDE MICA MICB RAET1E RAET1G RAET1L TAP1 TAP2 TAPBP ULBP1 ULBP2 ULBP3 GOBP_ANTIGEN_PROCESSING_AND_PRESENTATION_OF_EXOGENOUS_ANTIGEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ANTIGEN_PROCESSING_AND_PRESENTATION_OF_EXOGENOUS_ANTIGEN AP3B1 AP3D1 B2M CD1A CD1B CD1C CD1D CD1E CD74 CLEC4A CTSD CTSE CTSF CTSL CTSS CTSV DNM2 FCER1G FCGR1A FCGR2B HLA-A HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F IFI30 IKBKB LGMN LNPEP MFSD6 MR1 PIKFYVE PSME1 TAP2 TRAF6 UNC93B1 GOBP_ANTIGEN_PROCESSING_AND_PRESENTATION_OF_EXOGENOUS_PEPTIDE_ANTIGEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ANTIGEN_PROCESSING_AND_PRESENTATION_OF_EXOGENOUS_PEPTIDE_ANTIGEN B2M CD74 CLEC4A CTSD CTSE CTSF CTSL CTSS CTSV DNM2 FCER1G FCGR1A FCGR2B HLA-A HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F IFI30 IKBKB LGMN LNPEP MFSD6 PIKFYVE TAP2 TRAF6 UNC93B1 GOBP_ANTIGEN_PROCESSING_AND_PRESENTATION_OF_EXOGENOUS_PEPTIDE_ANTIGEN_VIA_MHC_CLASS_I https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ANTIGEN_PROCESSING_AND_PRESENTATION_OF_EXOGENOUS_PEPTIDE_ANTIGEN_VIA_MHC_CLASS_I CLEC4A FCER1G FCGR1A HLA-A IFI30 IKBKB LNPEP MFSD6 GOBP_ANTIGEN_PROCESSING_AND_PRESENTATION_OF_EXOGENOUS_PEPTIDE_ANTIGEN_VIA_MHC_CLASS_II https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ANTIGEN_PROCESSING_AND_PRESENTATION_OF_EXOGENOUS_PEPTIDE_ANTIGEN_VIA_MHC_CLASS_II B2M CD74 CTSD CTSE CTSF CTSL CTSS CTSV DNM2 FCER1G FCGR2B HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 IFI30 LGMN PIKFYVE TRAF6 UNC93B1 GOBP_ANTIGEN_PROCESSING_AND_PRESENTATION_OF_LIPID_ANTIGEN_VIA_MHC_CLASS_IB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ANTIGEN_PROCESSING_AND_PRESENTATION_OF_LIPID_ANTIGEN_VIA_MHC_CLASS_IB AP3B1 AP3D1 CD1A CD1B CD1C CD1D CD1E GOBP_ANTIGEN_PROCESSING_AND_PRESENTATION_OF_PEPTIDE_ANTIGEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ANTIGEN_PROCESSING_AND_PRESENTATION_OF_PEPTIDE_ANTIGEN ABCB9 ACE B2M CALR CD209 CD74 CLEC4A CLEC4M CTSD CTSE CTSF CTSL CTSS CTSV DNM2 ERAP1 ERAP2 FCER1G FCGR1A FCGR2B HFE HLA-A HLA-B HLA-C HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G HLA-H IDE IFI30 IKBKB LGMN LNPEP MARCHF1 MARCHF8 MFSD6 MICA MICB MR1 PDIA3 PIKFYVE PYCARD RAET1E RAET1G RAET1L SAR1B SLC11A1 TAP1 TAP2 TAPBP TAPBPL TRAF6 TREM2 ULBP1 ULBP2 ULBP3 UNC93B1 GOBP_ANTIGEN_PROCESSING_AND_PRESENTATION_OF_PEPTIDE_ANTIGEN_VIA_MHC_CLASS_I https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ANTIGEN_PROCESSING_AND_PRESENTATION_OF_PEPTIDE_ANTIGEN_VIA_MHC_CLASS_I ABCB9 ACE B2M CALR CLEC4A ERAP1 ERAP2 FCER1G FCGR1A HFE HLA-A HLA-B HLA-C HLA-E HLA-F HLA-G HLA-H IDE IFI30 IKBKB LNPEP MFSD6 MICA MICB MR1 PDIA3 RAET1E RAET1G RAET1L SAR1B TAP1 TAP2 TAPBP TAPBPL ULBP1 ULBP2 ULBP3 GOBP_ANTIGEN_PROCESSING_AND_PRESENTATION_OF_PEPTIDE_ANTIGEN_VIA_MHC_CLASS_IB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ANTIGEN_PROCESSING_AND_PRESENTATION_OF_PEPTIDE_ANTIGEN_VIA_MHC_CLASS_IB B2M HFE HLA-A HLA-B HLA-C HLA-E HLA-F HLA-G HLA-H MICA MICB RAET1E RAET1G RAET1L TAP2 ULBP1 ULBP2 ULBP3 GOBP_ANTIGEN_PROCESSING_AND_PRESENTATION_OF_PEPTIDE_OR_POLYSACCHARIDE_ANTIGEN_VIA_MHC_CLASS_II https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ANTIGEN_PROCESSING_AND_PRESENTATION_OF_PEPTIDE_OR_POLYSACCHARIDE_ANTIGEN_VIA_MHC_CLASS_II ARL8B B2M CD74 CTSD CTSE CTSF CTSL CTSS CTSV DNM2 FCER1G FCGR2B HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 IFI30 LGMN MARCHF1 MARCHF8 PIKFYVE PYCARD THBS1 TRAF6 TREM2 UNC93B1 GOBP_ANTIGEN_PROCESSING_AND_PRESENTATION_VIA_MHC_CLASS_IB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ANTIGEN_PROCESSING_AND_PRESENTATION_VIA_MHC_CLASS_IB AP3B1 AP3D1 B2M CD1A CD1B CD1C CD1D CD1E HFE HLA-A HLA-B HLA-C HLA-E HLA-F HLA-G HLA-H MICA MICB RAET1E RAET1G RAET1L TAP2 ULBP1 ULBP2 ULBP3 GOBP_ANTIGEN_RECEPTOR_MEDIATED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ANTIGEN_RECEPTOR_MEDIATED_SIGNALING_PATHWAY ABL1 ADA BANK1 BAX BCAR1 BCL10 BCL2 BLK BLNK BMX BRAF BTK BTN1A1 BTN2A1 BTN2A2 BTN2A3P BTN3A1 BTN3A2 BTN3A3 BTNL10P BTNL2 BTNL3 BTNL8 BTNL9 CACNB3 CACNB4 CARD11 CBLB CCR7 CD160 CD19 CD22 CD226 CD247 CD276 CD28 CD300A CD38 CD3D CD3E CD3G CD79A CD79B CD81 CD8A CD8B CEACAM1 CMTM3 CRKL CSK CTLA4 DENND1B DGKZ DUSP22 DUSP3 EIF2B1 EIF2B2 EIF2B3 EIF2B4 EIF2B5 ELF1 ERMAP EZR FCGR2B FCHO1 FCRL3 FOSL2 FOXP1 FOXP3 FYB1 FYB2 FYN GATA3 GBP1 GCSAM GCSAML GPS2 GRB2 HHLA2 HLA-A HLA-DPB1 HLA-DQB1 HLA-DRB1 HLA-DRB3 HRAS ICOSLG IGHA1 IGHA2 IGHD IGHE IGHG1 IGHG2 IGHG3 IGHG4 IGHM IGKC IGLC1 IGLC3 IGLC6 IGLC7 IKBKB IKBKG INPP5D ITK KCNN4 KHDRBS1 KLHL6 LAPTM5 LAT LAT2 LAX1 LCK LCP2 LGALS3 LILRB4 LIME1 LIPA LPXN LYN MALT1 MAP3K7 MAPK1 MEF2C MIR18A MIR19A MIR34A MNDA MOG MS4A1 NCKAP1L NECTIN2 NFAM1 NFATC2 NFKB1 NFKBIA NFKBID NFKBIZ PAWR PDE4B PDE4D PHPT1 PIK3CA PIK3CD PLCG1 PLCG2 PLCL2 PLEKHA1 PRAM1 PRKCB PRKCH PRKD2 PRNP PSEN1 PTPN2 PTPN22 PTPN6 PTPRC PTPRJ PVRIG RAB29 RBCK1 RC3H1 RC3H2 RELA RFTN1 RIPK2 RNF31 RPS3 SH2B2 SH2D1A SHB SKAP1 SLA2 SLC39A10 SLC39A6 SOS1 SPG21 SPPL3 STAP1 STK11 STOML2 SYK TEC TESPA1 THEMIS THEMIS2 THY1 TMIGD2 TNFRSF21 TRAC TRAF6 TRAT1 TRBC1 TRBC2 TRDC TRGC1 TRGC2 TXK UBASH3A UBE2N VAV3 VTCN1 WNK1 ZAP70 ZC3H12A GOBP_ANTIMICROBIAL_HUMORAL_IMMUNE_RESPONSE_MEDIATED_BY_ANTIMICROBIAL_PEPTIDE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ANTIMICROBIAL_HUMORAL_IMMUNE_RESPONSE_MEDIATED_BY_ANTIMICROBIAL_PEPTIDE ANG BPIFA1 CAMP CCL13 CXCL1 CXCL10 CXCL11 CXCL13 CXCL14 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 DEFA1 DEFA1B DEFA3 DEFA4 DEFA5 DEFA6 DEFB1 DEFB118 DEFB126 DEFB127 DEFB4A ELANE EVPL F2 FAM3A FAU GALP GAPDH GNLY H2BC10 H2BC11 H2BC12 H2BC12L H2BC21 H2BC4 H2BC6 H2BC7 H2BC8 HMGN2 HRG IL17A IL17F KLK3 KLK5 KLK7 KRT6A LEAP2 LGALS4 LTF MUC7 NOD2 PF4 PF4V1 PGC PGLYRP1 PGLYRP3 PGLYRP4 PLA2G1B PPBP REG1A REG1B REG3A REG3G RNASE3 RNASE6 RNASE7 ROMO1 RPL30 RPL39 RPS19 S100A12 S100A7 S100A9 SEMG1 SPAG11A SPAG11B SPINK5 TSLP GOBP_ANTIMICROBIAL_HUMORAL_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ANTIMICROBIAL_HUMORAL_RESPONSE ACOD1 ANG AZU1 BCL3 BPIFA1 CAMP CCL13 COLEC11 CST9 CST9L CST9LP1 CTSG CXCL1 CXCL10 CXCL11 CXCL13 CXCL14 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 DEFA1 DEFA1B DEFA3 DEFA4 DEFA5 DEFA6 DEFB1 DEFB118 DEFB126 DEFB127 DEFB4A DMBT1 ELANE EVPL F2 FAM3A FAU FGA FGB GALP GAPDH GATA6 GNLY H2BC10 H2BC11 H2BC12 H2BC12L H2BC21 H2BC4 H2BC6 H2BC7 H2BC8 HLA-A HLA-E HMGN2 HRG IGHA1 IGHA2 IGHE IGHG1 IGHG2 IGHG3 IGHG4 IGHM IGKV3-20 IL17A IL17F IL36RN JCHAIN KLK3 KLK5 KLK7 KRT6A LEAP2 LGALS4 LTF LYZ MUC7 NCR3LG1 NOD2 PF4 PF4V1 PGC PGLYRP1 PGLYRP3 PGLYRP4 PI3 PLA2G1B PLA2G6 PPBP PPP2R3C PRSS2 PRSS3 PRTN3 RARRES2 REG1A REG1B REG3A REG3G RNASE2 RNASE3 RNASE4 RNASE6 RNASE7 ROMO1 RPL30 RPL39 RPS19 S100A12 S100A7 S100A9 SEMG1 SEMG2 SLC11A1 SLPI SPAG11A SPAG11B SPINK5 SPON2 SPRR2A TF TSLP WFDC10A WFDC10B WFDC11 WFDC12 WFDC13 WFDC2 WFDC3 WFDC5 WFDC9 GOBP_ANTIMICROBIAL_PEPTIDE_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ANTIMICROBIAL_PEPTIDE_PRODUCTION ELANE EVPL IL17A IL17F KLK3 KLK5 KLK7 LGALS4 NOD2 PGC SPINK5 GOBP_ANTIVIRAL_INNATE_IMMUNE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ANTIVIRAL_INNATE_IMMUNE_RESPONSE AKAP1 ATAD3A CARD8 CLPB CXCL10 DHX15 DHX16 DHX58 DUS2 EIF2AK2 IFIH1 IFIT1 IFIT2 IFIT3 MARCHF2 MAVS MBL2 MORC3 MX1 NCK1 NLRP1 NLRP6 NMB NMBR OAS1 PDE12 PHB1 PHB2 RIGI RNF135 SENP7 STING1 TBK1 TNF TRAF6 TRIM25 TRIM31 TRIM6 TRIM65 TRIM7 UBE2N UBE2W USP18 USP20 USP44 ZBP1 ZDHHC1 ZDHHC11 GOBP_ANTRAL_OVARIAN_FOLLICLE_GROWTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ANTRAL_OVARIAN_FOLLICLE_GROWTH BMPR1B EREG ESR1 GAS2 GPR149 NPPC NPR2 PTX3 SCAPER TNFAIP6 ZP3 GOBP_AORTA_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AORTA_DEVELOPMENT ACVRL1 ADAMTS6 ADAMTS9 AP2B1 APLNR BMPR1A CHD7 CNTRL COL3A1 DCTN5 DLL4 EDNRA EFEMP2 EFNB2 EGR2 ENG EYA1 FGF8 FKBP10 FOXH1 GAA HECTD1 HES1 HEY1 HEY2 JAG1 LEP LOX LOXL1 LRP1 LRP2 MIR143 MIR145 MIR205 MIR29B1 MYLK NAGLU NDST1 NGFR NKX3-1 NOTCH1 NPRL3 PDE2A PDGFRB PKD2 PLXND1 PRDM1 PRICKLE1 PROX1 RBPJ ROBO1 ROBO2 SEC24B SIX1 SMAD6 SNX17 SOX4 SRF SUFU TAB1 TBX1 TBX2 TFAP2B TGFB2 TGFBR2 GOBP_AORTA_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AORTA_MORPHOGENESIS ACVRL1 ADAMTS9 BMPR1A CHD7 COL3A1 DLL4 EFEMP2 EFNB2 ENG EYA1 FGF8 FKBP10 FOXH1 HES1 HEY1 HEY2 JAG1 LRP1 MIR143 MIR145 MIR205 MIR29B1 MYLK NAGLU NOTCH1 NPRL3 PDGFRB PROX1 RBPJ SEC24B SIX1 SOX4 SRF TBX1 TBX2 TFAP2B TGFB2 TGFBR2 GOBP_AORTA_SMOOTH_MUSCLE_TISSUE_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AORTA_SMOOTH_MUSCLE_TISSUE_MORPHOGENESIS COL3A1 EFEMP2 MIR143 MIR145 MYLK PROX1 GOBP_AORTIC_VALVE_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AORTIC_VALVE_MORPHOGENESIS ADAMTS5 AXIN2 BMP4 CDH11 DLL4 EFNA1 ELN EMILIN1 GATA3 GATA4 GATA5 HEY1 HEY2 HEYL JAG1 NFATC1 NKX2-5 NOS3 NOTCH1 NPPA RB1 RHOA ROBO1 ROBO2 ROCK1 ROCK2 SLIT2 SLIT3 SMAD2 SMAD6 SNAI1 SNAI2 SOX9 TBX20 TGFB1 TGFBR2 TIE1 TWIST1 GOBP_APICAL_JUNCTION_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_APICAL_JUNCTION_ASSEMBLY AFDN APC ARL2 CDH5 CLDN1 CLDN10 CLDN11 CLDN14 CLDN15 CLDN16 CLDN17 CLDN18 CLDN19 CLDN2 CLDN20 CLDN22 CLDN23 CLDN24 CLDN25 CLDN3 CLDN34 CLDN4 CLDN5 CLDN6 CLDN7 CLDN8 CLDN9 CTNNA1 DLG1 DLG5 ECT2 EPHA2 ESAM F11R FBF1 FRMPD2 FZD5 GPBAR1 GRHL2 IKBKB IL17A MARVELD2 MARVELD3 MICALL2 MIR105-1 MIR142 MPP7 MYO1C NPHP1 NPHP4 OCEL1 OCLN PAK2 PARD3 PDCD6IP PECAM1 PKN2 POF1B PRKACA PRKCH RAB13 RAMP2 RHOA RHOC ROCK1 ROCK2 SLC39A9 SNAI1 SNAI2 SRF STRN TBCD TJP1 TNF VCL WDR1 WNT11 GOBP_APICAL_PROTEIN_LOCALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_APICAL_PROTEIN_LOCALIZATION ACTB ARF4 ATP8B1 CELSR1 DLG5 GOPC HCN1 INSC JAM3 MAL NAPA RDX SHROOM2 SHROOM3 VANGL2 GOBP_APOLIPOPROTEIN_A_I_MEDIATED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_APOLIPOPROTEIN_A_I_MEDIATED_SIGNALING_PATHWAY ABCA1 ABCA7 ITGAV ITGB3 MIR19B1 MIR33A RHOA GOBP_APOPTOTIC_CELL_CLEARANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_APOPTOTIC_CELL_CLEARANCE ABCA7 ADGRB1 ALOX15 ANXA1 AXL BECN1 C2 C3 C4A C4B CCL2 CCR2 CD300LF CD36 FCN1 FCN2 FCN3 GAS6 HMGB1 ITGAV ITGB3 JMJD6 LRP1 MARCO MEGF10 MERTK MFGE8 NR1H3 PEAR1 RAB14 RAC1 RAC3 RARA SCARB1 SPG11 TGM2 THBS1 TIMD4 TREM2 TREX1 TYRO3 TYROBP XKR4 XKR5 XKR6 XKR7 XKR8 XKR9 GOBP_APOPTOTIC_CHROMOSOME_CONDENSATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_APOPTOTIC_CHROMOSOME_CONDENSATION ACIN1 DFFB ERN2 GPER1 KDM4A TOP2A GOBP_APOPTOTIC_DNA_FRAGMENTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_APOPTOTIC_DNA_FRAGMENTATION AIFM1 APAF1 BAX CECR2 CIDEA DFFA DFFB DICER1 DNASE1L3 DNASE2 DNASE2B ENDOG EXOG FOXL2 HSF1 IL6 MIR146A NMNAT1 ST20 VPS54 GOBP_APOPTOTIC_MITOCHONDRIAL_CHANGES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_APOPTOTIC_MITOCHONDRIAL_CHANGES ACAA2 AIFM2 AKT1 ATF2 ATG3 ATP2A1 ATP5IF1 AVP BAD BAK1 BAX BBC3 BCL2 BCL2A1 BCL2L1 BCL2L11 BCL2L2 BID BIK BLOC1S2 BMF BNIP3 BNIP3L BOK CAMK2A CCAR2 CHCHD10 CIDEB CLU DNM1L ERBB4 EYA2 FAM162A FIS1 FXN FZD9 GCLC GCLM GGCT GHITM GPER1 GPX1 GSK3A GSK3B GZMB HGF HIP1R HK2 HRK HSPA1A HSPD1 IER3 IFI6 IFIT2 IGF1 JTB LMNA MAPK8 MCL1 MFF MIR17 MIR29A MIR29B1 MIR29C MLLT11 MMP9 MOAP1 MPV17L MUL1 NAIF1 NDUFS1 NMT1 NOL3 NPTX1 OPA1 PARL PDCD5 PIM2 PINK1 PLAUR PLSCR3 PMAIP1 PPIF PPP2CB PRELID1 PRKN PSMD10 PYCARD RHOT1 RHOT2 RTL10 SFN SLC25A31 SLC25A4 SLC25A5 SLC25A6 SLC35F6 SOD2 STPG1 THEM4 TIMM50 TMEM102 TMEM14A TNFSF10 TP53 TRIAP1 VDAC2 VPS35 ZNF205 GOBP_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_APOPTOTIC_PROCESS AARS1 AATF ABL1 ABL2 ACAA2 ACE ACER2 ACIN1 ACKR3 ACTB ACTC1 ACTL6A ACTN1 ACTN2 ACTN3 ACTN4 ACVR1 ACVR1B ACVR1C ADA ADAM15 ADAM17 ADAM8 ADAMTS20 ADAMTSL4 ADAR ADARB1 ADCY10 ADIPOQ ADM ADNP ADORA1 ADORA2A ADRA1A AEN AGAP2 AGO4 AGT AGTR2 AHCYL1 AHI1 AHR AIFM1 AIFM2 AIFM3 AIMP1 AIMP2 AIPL1 AKAP1 AKAP12 AKR1A1 AKR1B1 AKR1C3 AKT1 AKT1S1 AKT2 AKTIP ALB ALDH1A2 ALDH1A3 ALK ALKBH1 ALOX12 ALOX15B ALPK2 ALX3 ALX4 AMBRA1 ANGPT1 ANGPT4 ANGPTL4 ANKLE2 ANKRD1 ANKRD13C ANO6 ANP32A ANP32B ANP32C ANP32E ANXA1 ANXA4 ANXA5 ANXA6 APAF1 APBB1 APC APEX1 API5 APIP APLP1 APOE APOH APP AQP1 AR ARAF AREL1 ARF4 ARF6 ARG2 ARHGAP10 ARHGDIA ARHGEF2 ARHGEF6 ARHGEF7 ARL6IP1 ARL6IP5 ARMC10 ARMCX5-GPRASP2 ASAH2 ASCL1 ASIC2 ASNS ATAD3A ATAD5 ATCAY ATF2 ATF3 ATF4 ATF5 ATF6 ATG3 ATG4D ATG5 ATG7 ATM ATN1 ATOH1 ATP13A2 ATP2A1 ATP2A2 ATP2A3 ATP5IF1 AURKA AURKB AVEN AVP AXIN1 AXL AZU1 B4GALT1 BABAM2 BACE1 BAD BAG1 BAG3 BAG4 BAG5 BAG6 BAK1 BAP1 BARD1 BARHL1 BAX BBC3 BCAP29 BCAP31 BCAR1 BCL10 BCL11B BCL2 BCL2A1 BCL2L1 BCL2L10 BCL2L11 BCL2L12 BCL2L13 BCL2L14 BCL2L15 BCL2L2 BCL3 BCL6 BCL7B BCL7C BCLAF1 BDKRB2 BDNF BECN1 BEX2 BEX3 BFAR BID BIK BIN1 BIRC2 BIRC3 BIRC5 BIRC6 BIRC7 BIRC8 BLCAP BLID BLOC1S2 BMF BMI1 BMP2 BMP4 BMP5 BMP7 BMPR1A BMPR1B BMPR2 BMX BNIP1 BNIP2 BNIP3 BNIP3L BNIPL BOK BRAF BRAT1 BRCA1 BRCA2 BRD8 BRMS1 BRSK2 BTC BTG1 BTG2 BTK BUB1 BUB1B C19orf12 C1D C1QBP C3orf38 C6orf120 C8orf17 C8orf44-SGK3 CAAP1 CADM1 CALHM2 CALR CAMK1D CAMK2A CAMK2D CAPN10 CAPN2 CAPN3 CARD10 CARD11 CARD14 CARD16 CARD17P CARD18 CARD6 CARD8 CARD9 CARM1 CASP1 CASP10 CASP12 CASP2 CASP3 CASP4 CASP5 CASP6 CASP7 CASP8 CASP8AP2 CASP9 CAST CAT CAV1 CBL CBS CBX4 CCAR1 CCAR2 CCL19 CCL2 CCL21 CCL3 CCL5 CCN1 CCND1 CCND2 CCNG1 CCNL1 CCNL2 CCR5 CCR7 CD14 CD160 CD2 CD24 CD248 CD27 CD274 CD28 CD38 CD3E CD3G CD40 CD40LG CD44 CD47 CD5 CD5L CD70 CD74 CDC34 CDC73 CDCA7 CDH5 CDIP1 CDK1 CDK11A CDK11B CDK19 CDK5 CDK5R1 CDK5RAP3 CDKN1A CDKN1B CDKN2A CDKN2D CEACAM5 CEACAM6 CEBPB CECR2 CFDP1 CFL1 CFLAR CGB3 CGB7 CHAC1 CHCHD10 CHD8 CHEK1 CHEK2 CHI3L1 CHIA CHL1 CHMP3 CHST11 CIAPIN1 CIB1 CIDEA CIDEB CIDEC CIT CITED1 CITED2 CKAP2 CLC CLCF1 CLDN7 CLEC5A CLIP3 CLN3 CLN8 CLPTM1L CLU CNR1 CNTF CNTFR COA8 COL2A1 COL4A3 COLEC11 COMP COPS5 CORO1A CPEB4 CRADD CREB1 CREB3 CREB3L1 CRIP1 CRKL CRLF1 CRYAA CRYAB CRYBA1 CSF1R CSF2 CSNK2A1 CSNK2A2 CSRNP1 CSRNP2 CSRNP3 CTH CTLA4 CTNNA1 CTNNB1 CTNNBL1 CTNS CTSB CTSC CTSD CTSH CTSK CTSL CTSS CTSV CTTN CUL1 CUL2 CUL3 CUL4A CUL5 CX3CL1 CX3CR1 CXCL10 CXCL12 CXCR2 CXCR3 CXCR4 CYCS CYFIP2 CYLD CYP1B1 DAB2 DAB2IP DAD1 DAP DAP3 DAPK1 DAPK2 DAPK3 DAPL1 DAXX DBH DCC DCUN1D3 DDAH2 DDB1 DDIAS DDIT3 DDIT4 DDR2 DDRGK1 DDX19A DDX20 DDX3X DDX41 DDX42 DDX47 DDX5 DEDD DEDD2 DELE1 DEPTOR DFFA DFFB DHCR24 DHRS2 DIABLO DICER1 DIDO1 DIO3 DIPK2A DKK1 DKKL1 DLC1 DLG5 DLL1 DLX1 DMAP1 DMPK DNAAF10 DNAJA1 DNAJA3 DNAJB6 DNAJC10 DNAJC3 DNAJC5 DNASE1 DNASE1L3 DNASE2 DNASE2B DNM1L DNM2 DNMT1 DNMT3A DOCK1 DOCK8 DPEP1 DPF1 DPF2 DPP8 DRAM1 DRAM2 DRAXIN DSTYK DUSP6 DUX4 DYNAP DYNLL1 DYRK2 DYRK3 E2F1 E2F2 E2F3 EAF2 EBAG9 EBF4 ECSCR ECT2 EDA2R EDAR EDN1 EDNRA EDNRB EEF1A2 EEF1E1 EEF2K EFNA1 EFNA5 EGFR EGLN2 EGLN3 EGR1 EGR3 EI24 EIF2AK2 EIF2AK3 EIF2B5 EIF2S1 EIF5A ELK1 ELL3 ELMO1 ELMO2 ELMO3 EMC4 EMILIN1 EMILIN2 EMP1 EMP2 EMP3 EN1 EN2 ENDOG ENG ENO1 ENSG00000274276 EP300 EP400 EPB41L3 EPC1 EPC2 EPHA2 EPHA7 EPO ERBB2 ERBB3 ERBB4 ERCC2 ERCC3 ERCC5 ERCC6 ERFE ERN1 ERN2 ERO1A ERP29 ESPL1 ESR1 ETV6 EVA1A EVI2B EXOC5 EXOG EYA1 EYA2 EYA3 EYA4 F2R FABP1 FADD FAF1 FAIM FAIM2 FAM162A FAM32A FAM3B FANK1 FAP FAS FASLG FASTK FASTKD2 FATE1 FBH1 FBXO10 FBXO11 FBXO7 FBXW7 FCGR2B FCMR FEM1B FFAR4 FGA FGB FGF10 FGF20 FGF21 FGF4 FGF8 FGFR1 FGFR2 FGFR3 FGG FHIT FHL2 FIGNL1 FIS1 FKBP8 FLCN FLNA FLT3 FLT4 FMN2 FMR1-AS1 FNIP1 FNIP2 FOSL1 FOSL2 FOXA1 FOXB1 FOXC1 FOXC2 FOXE3 FOXL2 FOXO1 FOXO3 FOXP1 FOXQ1 FRS2 FRZB FSTL1 FXN FXR1 FYN FZD1 FZD3 FZD5 FZD9 G0S2 G2E3 G6PD GABARAP GADD45A GADD45B GADD45G GAL GAPDH GAS1 GAS2 GAS6 GATA1 GATA2 GATA3 GATA4 GATA6 GBA1 GBE1 GCG GCLC GCLM GDF5 GDF6 GDNF GFER GFRAL GGCT GHITM GHRL GHSR GIMAP8 GLI3 GLO1 GLRX2 GLS2 GML GNAI2 GNGT1 GOLPH3 GPAM GPER1 GPI GPLD1 GPR65 GPRASP3 GPX1 GRAMD4 GREM1 GRIA4 GRID2 GRIK2 GRIN2A GRINA GRK5 GRM4 GRN GSDME GSK3A GSK3B GSKIP GSN GSTP1 GULP1 GZMA GZMB GZMH GZMM H19 HAND2 HAX1 HCAR2 HCK HCLS1 HDAC1 HDAC2 HDAC3 HELLS HERPUD1 HEY2 HGF HHIP HIC1 HIF1A HIF3A HIGD1A HIGD2A HINT1 HINT2 HIP1 HIP1R HIPK1 HIPK2 HIPK3 HK2 HLA-G HMGA2 HMGB1 HMGB2 HMGN5 HMOX1 HNF1B HNRNPK HOXA13 HOXA5 HPGD HPN HRAS HRG HRK HS1BP3 HSF1 HSH2D HSP90AA1 HSP90AB1 HSP90B1 HSPA1A HSPA1B HSPA5 HSPA9 HSPB1 HSPB2 HSPB6 HSPD1 HTATIP2 HTR2A HTR2B HTRA1 HTRA2 HTRA4 HTT HYAL2 HYOU1 HYPK IAPP ICAM1 ID3 IDO1 IER3 IER3IP1 IFI16 IFI27 IFI27L1 IFI27L2 IFI6 IFIT2 IFIT3 IFNA2 IFNB1 IFNG IFT57 IGBP1 IGF1 IGF1R IGF2R IGFBP3 IHH IKBKE IKBKG IKZF3 IL10 IL11 IL12A IL12B IL13 IL17A IL19 IL1A IL1B IL2 IL20RA IL24 IL27RA IL2RA IL2RB IL31RA IL33 IL4 IL6 IL6R IL6ST IL7 IL7R INCA1 ING2 ING3 ING4 ING5 INHBA INHBB INPP5D INS INSL3 INTS1 IP6K2 IRF1 IRF3 IRF5 IRF7 IRF8 IRS2 ISL1 ITCH ITGA1 ITGA4 ITGA5 ITGA6 ITGAV ITGB1 ITGB2 ITGB3 ITGB3BP ITM2C ITPKB ITPR1 ITPRIP IVNS1ABP JADE1 JAG2 JAK2 JAK3 JMY JTB JUN KANK2 KAT5 KATNB1 KCNB1 KCNIP3 KCNJ11 KCNJ8 KCNMA1 KCNQ3 KDELR1 KDM1A KDM2B KDM4A KDR KHDC3L KIF14 KIF1B KIFAP3 KITLG KLF11 KLF4 KLHL20 KLLN KMT2A KNG1 KPNA1 KRAS KREMEN1 KRIT1 KRT18 KRT20 KRT8 LACRT LALBA LAMP3 LAMTOR5 LATS1 LATS2 LCK LCMT1 LCN2 LEF1 LEP LGALS1 LGALS12 LGALS13 LGALS14 LGALS16 LGALS2 LGALS3 LGALS7B LGALS9 LGMN LHX3 LHX4 LIG4 LILRB1 LIMS2 LIPA LMBR1L LMNA LOX LPAR1 LRP2 LRP5 LRP6 LRP8 LRRK2 LTA LTB LTBR LTF LTK LYN LYPD3 MAD2L1 MADD MAEA MAEL MAG MAGEA3 MAGEA4 MAGED1 MAGEH1 MAGI3 MAL MALT1 MAP1S MAP2K4 MAP2K5 MAP2K6 MAP2K7 MAP3K10 MAP3K11 MAP3K12 MAP3K20 MAP3K5 MAP3K7 MAP3K9 MAP4K4 MAPK1 MAPK14 MAPK3 MAPK7 MAPK8 MAPK8IP1 MAPK8IP2 MAPK8IP3 MAPK9 MAPKAP1 MARCHF7 MARCKS MAX MAZ MBTD1 MCL1 MCM2 MDK MDM2 MDM4 MEAF6 MECOM MECP2 MED1 MEF2A MEF2C MEF2D MEGF10 MEIS3 MELK MERTK METTL21C MFF MFN2 MFSD10 MGMT MIAT MICAL1 MIEN1 MIF MINDY3 MIR1-1 MIR101-1 MIR106B MIR125A MIR125B1 MIR126 MIR132 MIR133A1 MIR137 MIR138-1 MIR140 MIR145 MIR146A MIR15A MIR15B MIR16-1 MIR17 MIR17HG MIR181B1 MIR181C MIR182 MIR186 MIR195 MIR198 MIR199A1 MIR19A MIR19B1 MIR200A MIR200B MIR204 MIR20A MIR21 MIR210 MIR221 MIR222 MIR23A MIR24-1 MIR26B MIR27A MIR27B MIR28 MIR29A MIR29B1 MIR29C MIR30B MIR30E MIR320A MIR34A MIR361 MIR375 MIR449A MIR451A MIR495 MIR518B MIR590 MIR675 MIR92A1 MIR98 MIRLET7B MIRLET7F1 MITF MKNK2 MLH1 MLLT11 MLST8 MMP2 MMP9 MNAT1 MNDA MNT MOAP1 MORF4L1 MORF4L2 MPO MPV17L MRE11 MRGBP MRPL41 MRPS30 MSH2 MSH6 MSX1 MSX2 MT3 MTCH1 MTCH2 MTDH MTFP1 MTNR1B MTOR MUC1 MUL1 MX1 MYB MYBBP1A MYBL2 MYC MYD88 MYDGF MYO18A MYOCD MZB1 NAA15 NAA16 NAA35 NAA38 NACC2 NAE1 NAIF1 NAIP NANOS3 NAT8B NBN NCK1 NCK2 NCKAP1 NCKAP1L NCOA1 NCSTN NDNF NDP NDUFA13 NDUFAF4 NDUFS1 NDUFS3 NEFL NEK6 NES NET1 NEURL1 NEUROD1 NF1 NF2 NFATC4 NFE2L2 NFKB1 NFKBIA NFKBIZ NGB NGF NGFR NHERF1 NHLH2 NIBAN2 NISCH NKX2-5 NKX2-6 NKX3-1 NKX3-2 NLRC4 NLRP1 NLRP12 NLRP2 NLRP2B NLRP3 NME1 NME2 NME2P1 NME3 NME5 NME6 NMNAT1 NMT1 NNT NOA1 NOC2L NOD1 NOD2 NOG NOL3 NONO NOP53 NOS3 NOTCH1 NOTCH2 NOX1 NOX5 NPC1 NPM1 NPPC NPR2 NPTX1 NPY5R NQO1 NR1H4 NR2E1 NR3C1 NR4A1 NR4A2 NRBP2 NRP1 NSG1 NSMAF NSMF NTF3 NTF4 NTN1 NTRK1 NTRK2 NTSR1 NUAK2 NUDT2 NUGGC NUP62 NUPR1 OGG1 OGT OLFM1 OMA1 OPA1 OPN3 ORMDL3 OSGIN1 OSR1 OXR1 P2RX1 P2RX4 P2RX7 P4HB PA2G4 PACS2 PAEP PAGE4 PAK1 PAK2 PAK4 PAK5 PAK6 PALB2 PANO1 PARK7 PARL PARP1 PARP2 PAWR PAX2 PAX3 PAX7 PAX8 PCDHGC3 PCDHGC4 PCDHGC5 PCGEM1 PCGF2 PCID2 PCSK9 PDCD1 PDCD10 PDCD2 PDCD2L PDCD4 PDCD5 PDCD6 PDCD6IP PDCD7 PDCL3 PDE1A PDE3A PDE6B PDIA3 PDK1 PDK2 PDK4 PDPK1 PDPN PDX1 PEA15 PEG10 PEG3 PELI3 PERP PF4 PHB1 PHB2 PHIP PHLDA1 PHLDA2 PHLDA3 PHLPP1 PIAS1 PIAS4 PIDD1 PIGT PIH1D1 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R3 PIM1 PIM2 PIM3 PINK1 PIP PIP5KL1 PITX3 PKHD1 PKN1 PKN2 PLA2G1B PLA2G3 PLA2R1 PLAC8 PLAGL1 PLAGL2 PLAUR PLCG1 PLEKHF1 PLEKHN1 PLEKHO2 PLK1 PLK2 PLK3 PLK5 PLSCR1 PLSCR3 PLXND1 PMAIP1 PML PMP22 PNMA1 PNMA2 PNMA3 PNMA5 POLB POU3F3 POU3F4 POU4F1 POU4F2 POU4F3 PPARA PPARD PPARG PPARGC1A PPIA PPID PPIF PPM1F PPP1CA PPP1R10 PPP1R13B PPP1R13L PPP1R15A PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R2B PPT1 PRAME PRAMEF1 PRAMEF10 PRAMEF11 PRAMEF12 PRAMEF14 PRAMEF15 PRAMEF17 PRAMEF19 PRAMEF2 PRAMEF20 PRAMEF22 PRAMEF25 PRAMEF27 PRAMEF33 PRAMEF4 PRAMEF5 PRAMEF6 PRAMEF7 PRAMEF8 PRAMEF9 PRAP1 PRDM11 PRDM9 PRDX2 PRDX3 PRDX5 PRELID1 PRF1 PRICKLE1 PRKAA1 PRKAA2 PRKCA PRKCB PRKCD PRKCE PRKCG PRKCH PRKCI PRKCQ PRKCZ PRKD1 PRKD2 PRKDC PRKN PRKRA PRLR PRMT2 PRNP PROC PRODH PROK2 PROP1 PRR5 PRR7 PRUNE2 PSEN1 PSEN2 PSMD10 PSME3 PSMG2 PTCRA PTEN PTGFR PTGIS PTGS2 PTH PTK2 PTK2B PTMA PTMS PTPA PTPMT1 PTPN1 PTPN2 PTPN6 PTPRC PTPRH PTPRZ1 PTRH2 PTTG1IP PUF60 PXT1 PYCARD PYCR1 QARS1 QRICH1 RABEP1 RACK1 RAD21 RAD9A RAF1 RAG1 RALB RAMP2 RAPGEF2 RAPSN RARA RARB RARG RASA1 RASSF2 RASSF5 RASSF6 RASSF7 RB1 RB1CC1 RBCK1 RBM10 RBM25 RBM5 RELA RELT REST RET RETREG1 RFFL RFK RFPL1 RGCC RGL2 RGN RHBDD1 RHOA RHOB RHOT1 RHOT2 RICTOR RIPK1 RIPK2 RIPK3 RMDN3 RNF122 RNF130 RNF144B RNF152 RNF157 RNF183 RNF186 RNF216 RNF34 RNF41 RNPS1 ROBO2 ROCK1 RPL10 RPL11 RPL26 RPS27L RPS3 RPS3A RPS6 RPS6KA1 RPS6KA2 RPS6KA3 RPS6KB1 RPS7 RRAGA RRAGC RRM2B RRN3 RRP1B RRP8 RSL1D1 RTKN RTKN2 RTL10 RTN3 RTN4 RUVBL1 RUVBL2 RXFP2 RYBP RYR2 S100A14 S100A8 S100A9 SAP18 SARM1 SAV1 SCG2 SCIN SCN2A SCRIB SCRT2 SCX SDF2L1 SELENOK SELENOS SEMA3E SEMA4D SEMA5A SEMA6A SENP1 SEPTIN4 SERINC3 SERPINB13 SERPINB2 SERPINB9 SERPINE1 SET SETX SFN SFPQ SFRP1 SFRP2 SFRP4 SFRP5 SGK1 SGK3 SGMS1 SGPL1 SGPP1 SH3GLB1 SH3KBP1 SH3RF1 SH3RF2 SHARPIN SHB SHC1 SHC4 SHF SHH SHISA5 SHQ1 SIAH1 SIAH2 SIGMAR1 SIK1 SIN3A SIRT1 SIRT2 SIRT4 SIRT5 SIVA1 SIX1 SIX3 SIX4 SKIL SKP2 SLC1A1 SLC25A27 SLC25A31 SLC25A4 SLC25A5 SLC25A6 SLC27A4 SLC35F6 SLC39A10 SLC40A1 SLC46A2 SLC5A11 SLC5A8 SLC7A11 SLC7A5 SLC9A1 SLFN12 SLIT2 SLIT3 SLK SLTM SMAD3 SMAD4 SMAD5 SMAD6 SMG9 SMNDC1 SMO SMPD1 SNAI1 SNAI2 SNCA SNCB SNW1 SNX6 SOCS2 SOCS3 SOD1 SOD2 SON SORT1 SOX10 SOX2 SOX4 SOX8 SOX9 SP100 SPDEF SPG11 SPHK1 SPHK2 SPI1 SPIN2B SPN SPRY2 SPTLC1 SQSTM1 SRA1 SRC SRGN SRPK2 SRPX SRSF6 SST SSTR3 ST20 ST3GAL1 ST6GAL1 ST8SIA2 STAMBP STAT1 STAT5B STEAP3 STIL STK11 STK17A STK17B STK24 STK25 STK26 STK3 STK4 STK40 STPG1 STRADB STX4 STXBP1 STYK1 STYXL1 SUDS3 SULF1 SUPV3L1 SYCE3 SYCP2 SYNE1 SYNGAP1 SYVN1 TAF10 TAF6 TAF9 TAF9B TAOK1 TAOK2 TARDBP TAX1BP1 TBX1 TBX2 TBX20 TBX3 TCF7L2 TCHP TCIM TCIRG1 TCL1A TCTN3 TDGF1 TEK TENT5B TERT TEX11 TEX261 TFAP2A TFAP2B TFAP2D TFAP4 TFDP1 TFPT TFRC TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGM2 THAP11 THBS1 THEM4 THOC1 THOC6 THRA THRB TIA1 TIAL1 TICAM1 TIFAB TIGAR TIMM50 TIMP1 TIMP3 TJP1 TLE1 TLE5 TLR2 TLR3 TLR4 TLR6 TM2D1 TMBIM1 TMBIM4 TMBIM6 TMC8 TMEM102 TMEM109 TMEM117 TMEM14A TMEM161A TMEM214 TMEM219 TMEM238L TMEM258 TMF1 TMIGD1 TMTC4 TNF TNFAIP1 TNFAIP3 TNFAIP8 TNFAIP8L1 TNFAIP8L2 TNFAIP8L3 TNFRSF10A TNFRSF10B TNFRSF10C TNFRSF10D TNFRSF11B TNFRSF12A TNFRSF18 TNFRSF19 TNFRSF1A TNFRSF1B TNFRSF21 TNFRSF25 TNFRSF6B TNFRSF8 TNFRSF9 TNFSF10 TNFSF12 TNFSF14 TNFSF18 TNFSF9 TNIP2 TOMM70 TOP2A TOPAZ1 TOPORS TOX3 TP53 TP53AIP1 TP53BP2 TP53INP1 TP63 TP73 TPD52L1 TPT1 TPT1P8 TPX2 TRADD TRAF1 TRAF2 TRAF3 TRAF3IP2 TRAF4 TRAF5 TRAF6 TRAF7 TRAIP TRAP1 TREM2 TRIAP1 TRIB3 TRIM2 TRIM24 TRIM32 TRIM35 TRIM39 TRIM69 TRPC5 TRPV1 TRRAP TSC2 TSC22D1 TSC22D3 TSLP TSPO TUBA1A TWIST1 TWIST2 TXNDC12 TXNDC5 TXNIP TYRO3 UBB UBD UBE2B UBE2D3 UBE2M UBE2Z UBE4B UBQLN1 UCN UCP2 UFL1 UFM1 UMOD UMODL1 UNC13B UNC5A UNC5B UNC5C UNC5D UNG URI1 USP15 USP17L1 USP17L10 USP17L11 USP17L12 USP17L13 USP17L15 USP17L17 USP17L18 USP17L19 USP17L2 USP17L20 USP17L21 USP17L22 USP17L24 USP17L3 USP17L4 USP17L5 USP17L6P USP17L7 USP17L8 USP27X USP28 USP36 USP42 USP47 USP53 UTP11 UXT VCP VDAC1 VDAC2 VDR VEGFA VHL VIL1 VIP VNN1 VPS35 VPS54 VPS72 VSTM2L VTCN1 WDR73 WFS1 WNK3 WNT1 WNT10B WNT11 WNT16 WNT4 WNT5A WNT7A WT1 WWOX XAF1 XBP1 XIAP XKR4 XKR5 XKR6 XKR7 XKR8 XKR9 XRCC2 YAP1 YARS1 YBX3 YEATS4 YME1L1 YWHAZ ZBP1 ZBTB16 ZBTB7A ZC3H12A ZC3H8 ZC3HC1 ZDHHC16 ZDHHC3 ZEB2 ZFAND6 ZFP36 ZFP36L1 ZMAT3 ZMPSTE24 ZMYND11 ZNF16 ZNF205 ZNF212 ZNF268 ZNF304 ZNF385A ZNF385B ZNF443 ZNF622 ZNF830 ZPR1 ZSWIM2 GOBP_APOPTOTIC_PROCESS_INVOLVED_IN_BLOOD_VESSEL_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_APOPTOTIC_PROCESS_INVOLVED_IN_BLOOD_VESSEL_MORPHOGENESIS BAK1 BAX LEF1 LRP5 SPI1 GOBP_APOPTOTIC_PROCESS_INVOLVED_IN_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_APOPTOTIC_PROCESS_INVOLVED_IN_DEVELOPMENT ATF2 BAK1 BAX BCL2L11 BMP4 BMP7 CCN1 CHEK1 CRYAB FGF4 FOXC1 FOXC2 FZD5 HAND2 HNF1B JAG2 LEF1 LRP5 MEGF10 MIR19B1 NKX2-5 NOTCH1 PAX2 PAX8 PPP2R1B ROBO2 SCRIB SIX3 SLIT2 SLIT3 SPI1 TGFB2 TNFRSF1A TNFRSF1B VDR XKR4 XKR5 XKR6 XKR7 XKR8 XKR9 ZPR1 GOBP_APOPTOTIC_PROCESS_INVOLVED_IN_HEART_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_APOPTOTIC_PROCESS_INVOLVED_IN_HEART_MORPHOGENESIS BMP4 CCN1 FOXC1 FOXC2 HAND2 NKX2-5 TGFB2 GOBP_APOPTOTIC_PROCESS_INVOLVED_IN_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_APOPTOTIC_PROCESS_INVOLVED_IN_MORPHOGENESIS BAK1 BAX BCL2L11 BMP4 BMP7 CCN1 CRYAB FGF4 FOXC1 FOXC2 FZD5 HAND2 HNF1B JAG2 LEF1 LRP5 NKX2-5 NOTCH1 PAX2 PAX8 PPP2R1B SCRIB SPI1 TGFB2 TNFRSF1A TNFRSF1B VDR GOBP_APOPTOTIC_PROCESS_IN_BONE_MARROW_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_APOPTOTIC_PROCESS_IN_BONE_MARROW_CELL BCL2L1 FGFR2 LEF1 MIR146A PLK2 PTH GOBP_APOPTOTIC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_APOPTOTIC_SIGNALING_PATHWAY AATF ABL1 ACAA2 ACKR3 ACVR1 ACVR1B ADCY10 ADORA1 ADORA2A AEN AGT AGTR2 AIFM1 AKT1 ANXA6 APAF1 AR ARHGEF2 ARL6IP5 ARMC10 ASAH2 ATAD5 ATF2 ATF3 ATF4 ATM ATP2A1 ATP2A3 ATP5IF1 AVP BAD BAG3 BAG5 BAG6 BAK1 BAX BBC3 BCAP31 BCL10 BCL2 BCL2A1 BCL2L1 BCL2L10 BCL2L11 BCL2L12 BCL2L14 BCL2L2 BCL3 BCLAF1 BDKRB2 BDNF BECN1 BEX3 BID BIK BIRC6 BLOC1S2 BMF BMI1 BMP4 BMP5 BMPR1B BNIP3 BNIP3L BOK BRCA1 BRCA2 BRSK2 BTK C8orf44-SGK3 CAAP1 CASP10 CASP2 CASP3 CASP4 CASP6 CASP8 CASP8AP2 CASP9 CAV1 CCAR2 CD24 CD27 CD28 CD38 CD3E CD44 CD5 CD70 CD74 CDIP1 CDKN1A CDKN2D CEBPB CFLAR CHAC1 CHCHD10 CHEK2 CIB1 CIDEB CLU COA8 COL2A1 CRADD CREB3 CREB3L1 CRIP1 CSF2 CSNK2A1 CSNK2A2 CTH CTNNA1 CTNNB1 CTSC CTSH CTSK CTSL CTSS CTSV CTTN CUL1 CUL2 CUL3 CUL4A CUL5 CX3CL1 CX3CR1 CXCL12 CYCS CYLD CYP1B1 DAB2IP DAP DAP3 DAPK1 DAPK2 DAPK3 DAPL1 DAXX DBH DDIAS DDIT3 DDIT4 DDX3X DDX47 DDX5 DEDD DEDD2 DELE1 DEPTOR DIABLO DIDO1 DNAJA1 DNAJC10 DNM1L DPF2 DYRK2 E2F1 E2F2 EDA2R EEF1E1 EIF2AK3 EIF5A ELL3 ENO1 EP300 EPHA2 EPO ERBB3 ERCC2 ERCC6 ERN1 ERN2 ERO1A ERP29 EYA1 EYA2 EYA3 EYA4 FADD FAF1 FAIM FAIM2 FAM162A FAS FASLG FASTK FBH1 FBXO7 FBXW7 FCGR2B FEM1B FGA FGB FGF10 FGFR1 FGFR3 FGG FHIT FIGNL1 FIS1 FLCN FNIP2 FXN FYN FZD1 FZD9 G0S2 GABARAP GATA1 GATA4 GCLC GCLM GDNF GFRAL GGCT GHITM GNAI2 GPER1 GPX1 GRINA GSDME GSK3A GSK3B GSKIP GSTP1 GZMB HDAC1 HELLS HERPUD1 HGF HIC1 HIF1A HINT1 HIP1 HIP1R HIPK1 HIPK2 HMGB2 HMOX1 HNRNPK HRAS HRK HSPA1A HSPA1B HSPB1 HTRA2 HTT HYAL2 HYOU1 ICAM1 IER3 IFI16 IFI27 IFI27L1 IFI27L2 IFI6 IFNB1 IFNG IGF1 IKBKE IL10 IL12A IL19 IL1A IL1B IL2 IL20RA IL33 IL4 IL6R IL7 INCA1 ING2 ING5 INHBA INHBB INS ITGA6 ITGAV ITM2C ITPR1 ITPRIP IVNS1ABP JAK2 JMY KCNQ3 KDM1A KITLG KRT18 KRT8 LCK LGALS12 LGALS3 LMNA LRRK2 LTB LTBR MADD MAEL MAGEA3 MAGED1 MAL MAP2K4 MAP2K5 MAP3K5 MAPK7 MAPK8 MAPK8IP1 MAPK8IP2 MAPK9 MARCHF7 MAZ MCL1 MDM2 MEIS3 MELK METTL21C MFF MIF MIR132 MIR133A1 MIR15A MIR16-1 MIR17 MIR186 MIR195 MIR198 MIR19A MIR21 MIR210 MIR221 MIR222 MIR26B MIR27B MIR29B1 MIR449A MIR92A1 MKNK2 MLH1 MLLT11 MMP9 MNT MOAP1 MPV17L MSH2 MSH6 MSX1 MUC1 MUL1 MYBBP1A MYC NACC2 NANOS3 NBN NCK1 NCK2 NDUFA13 NDUFS3 NF1 NFATC4 NFE2L2 NFKBIZ NGF NGFR NHERF1 NKX3-1 NME5 NMT1 NOC2L NOG NOL3 NONO NOS3 NOX1 NR4A2 NRP1 NUPR1 OPA1 P2RX4 P2RX7 P4HB PAK2 PAK5 PARK7 PARL PARP1 PARP2 PAWR PCGF2 PDCD10 PDCD5 PDCD6 PDE3A PDIA3 PDK1 PDK2 PDPK1 PDX1 PEA15 PELI3 PERP PF4 PHIP PHLDA3 PIAS4 PIDD1 PIH1D1 PIK3CB PIK3R1 PINK1 PLAGL2 PLAUR PLEKHF1 PLSCR3 PMAIP1 PML POLB POU4F1 POU4F2 PPARD PPIA PPIF PPM1F PPP1CA PPP1R13B PPP1R15A PPP2R1A PPP2R1B PRDX2 PRELID1 PRKCA PRKCD PRKDC PRKN PRKRA PRODH PSEN1 PSMD10 PSME3 PTEN PTGIS PTGS2 PTH PTPMT1 PTPN1 PTPN2 PTPRC PTTG1IP PYCARD PYCR1 QARS1 QRICH1 RACK1 RAD9A RAF1 RB1 RB1CC1 RBCK1 RELA RET RFFL RHOT1 RHOT2 RIPK1 RIPK3 RNF183 RNF186 RNF34 RNF41 RPL11 RPL26 RPS27L RPS3 RPS6KB1 RPS7 RRM2B RRN3 RRP8 RTKN2 RTL10 S100A8 S100A9 SCG2 SCN2A SCRT2 SELENOK SELENOS SENP1 SEPTIN4 SERINC3 SERPINE1 SFN SFPQ SFRP1 SFRP2 SGK3 SGMS1 SGPL1 SGPP1 SH3RF1 SHH SHISA5 SIAH1 SIAH2 SIRT1 SIVA1 SKIL SLC25A31 SLC25A4 SLC25A5 SLC25A6 SLC35F6 SLFN12 SMAD3 SNAI1 SNAI2 SNW1 SOD1 SOD2 SORT1 SP100 SPI1 SPN SRC SRPX SST SSTR3 ST20 STK11 STK24 STK25 STK3 STK4 STRADB STX4 STYXL1 SYVN1 TAF9 TAF9B TCF7L2 TERT TFPT TGFB1 TGFB2 TGFBR1 THBS1 TICAM1 TIFAB TIMM50 TIMP3 TLR3 TLR4 TLR6 TM2D1 TMBIM1 TMBIM6 TMC8 TMEM102 TMEM109 TMEM117 TMEM14A TMEM161A TMEM238L TNF TNFAIP3 TNFRSF10A TNFRSF10B TNFRSF10C TNFRSF12A TNFRSF1A TNFRSF1B TNFRSF25 TNFSF10 TNFSF12 TOPORS TP53 TP53BP2 TP63 TP73 TPD52L1 TPT1 TRADD TRAF1 TRAF2 TRAF7 TRAP1 TREM2 TRIAP1 TRIB3 TRIM32 TRIM39 TXNDC12 UBB UBE4B UBQLN1 UMOD UNC5B URI1 USP15 USP28 USP47 VDAC2 VHL VNN1 WFS1 WNT1 WNT16 WNT4 WNT5A WWOX XBP1 YAP1 YBX3 ZC3HC1 ZDHHC3 ZMYND11 ZNF205 ZNF385A ZNF385B ZNF622 ZSWIM2 GOBP_APPENDAGE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_APPENDAGE_DEVELOPMENT ACD AFF3 ALDH1A2 ALX3 ALX4 ASPH ATRX B4GALNT1 B9D1 BAK1 BAX BBS7 BCL2L11 BMP4 BMP7 BMPR1A BMPR2 BPNT2 C2CD3 CACNA1C CHD7 CHST11 CIBAR1 COL2A1 COL3A1 COMP CPLANE2 CRABP2 CREBBP CTNNB1 CYP26B1 DKK1 DLX5 DLX6 DYNC2H1 ECE1 EN1 EVX2 EXT1 FBN2 FBXW4 FERMT2 FGF10 FGF4 FGF8 FGF9 FGFR2 FLVCR1 FMN1 FOXN1 FRAS1 FREM2 FZD6 GDF5 GLI3 GNA12 GPC3 GREM1 GRHL2 HAND2 HDAC1 HDAC2 HOXA10 HOXA11 HOXA13 HOXA9 HOXC10 HOXC11 HOXC13 HOXD10 HOXD12 HOXD13 HOXD9 IFT122 IFT140 IFT172 IFT52 IFT80 IHH INTU IQCE IRF6 ITGA6 ITGB4 KAT2A KAT2B KDF1 KREMEN1 KREMEN2 KRT84 LARGE1 LEF1 LMBR1 LNPK LRP4 LRP5 MAP3K20 MBNL1 MED1 MED31 MEGF8 MEOX2 MKS1 MSX1 MSX2 MYH3 NAGLU NFIA NIPBL NOG NOTCH1 NOTCH2 NPR2 OSR1 OSR2 PBX1 PBX2 PCSK5 PIAS4 PITX1 PITX2 PKDCC PLXNA2 PRICKLE1 PRKAB1 PRRX1 PSEN1 PTCH1 RARA RARB RARG RAX RC3H2 RDH10 RECK RNF165 RPGRIP1L RSPO2 RSPO4 RUNX2 SALL1 SALL4 SCX SEMA3C SFRP2 SHH SHOX2 SKI SLC39A1 SLC39A3 SLC7A11 SMAD4 SMOC1 SOX9 SP8 SP9 TAF10 TBC1D32 TBX2 TBX3 TBX4 TBX5 TFAP2A TFAP2B TGFB2 TMEM107 TMEM231 TP63 TULP3 TWIST1 VPS54 WDPCP WDR19 WNT3 WNT5A WNT7A ZBTB16 ZIC3 ZNF141 ZNF219 ZNF358 ZNRF3 GOBP_APPENDAGE_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_APPENDAGE_MORPHOGENESIS ACD AFF3 ALDH1A2 ALX3 ALX4 ASPH ATRX B9D1 BAK1 BAX BCL2L11 BMP4 BMP7 BMPR1A BPNT2 C2CD3 CACNA1C CHD7 CHST11 CIBAR1 COL2A1 COL3A1 CRABP2 CREBBP CTNNB1 CYP26B1 DKK1 DLX5 DLX6 DYNC2H1 ECE1 EN1 EVX2 EXT1 FBN2 FBXW4 FGF10 FGF4 FGF8 FGF9 FGFR2 FLVCR1 FMN1 FRAS1 FREM2 FZD6 GDF5 GLI3 GNA12 GPC3 GREM1 GRHL2 HAND2 HDAC1 HDAC2 HOXA10 HOXA11 HOXA13 HOXA9 HOXC10 HOXC11 HOXD10 HOXD12 HOXD13 HOXD9 IFT122 IFT140 IFT52 IHH INTU IQCE LARGE1 LEF1 LMBR1 LNPK LRP4 LRP5 MAP3K20 MBNL1 MED1 MEGF8 MKS1 MSX1 MSX2 MYH3 NFIA NIPBL NOG NOTCH1 NOTCH2 NPR2 OSR1 OSR2 PBX1 PBX2 PCSK5 PITX1 PKDCC PLXNA2 PRICKLE1 PRRX1 PSEN1 PTCH1 RARB RARG RDH10 RECK RNF165 RPGRIP1L RSPO2 RUNX2 SALL1 SALL4 SEMA3C SFRP2 SHH SHOX2 SKI SMAD4 SOX9 SP8 SP9 TBC1D32 TBX2 TBX3 TBX4 TBX5 TFAP2A TFAP2B TGFB2 TMEM107 TMEM231 TP63 TULP3 TWIST1 VPS54 WDPCP WDR19 WNT3 WNT5A WNT7A ZBTB16 ZIC3 ZNF141 ZNF219 ZNF358 GOBP_ARACHIDONIC_ACID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ARACHIDONIC_ACID_METABOLIC_PROCESS ABHD12 ABHD6 AKR1C3 ALOX12 ALOX12B ALOX15 ALOX15B ALOX5 ALOXE3 AWAT1 CBR1 CYP1A1 CYP1A2 CYP1B1 CYP2A13 CYP2A6 CYP2A7 CYP2B6 CYP2C18 CYP2C19 CYP2C8 CYP2C9 CYP2D6 CYP2D7 CYP2E1 CYP2F1 CYP2J2 CYP2S1 CYP2U1 CYP4A11 CYP4A22 CYP4F11 CYP4F12 CYP4F2 CYP4F3 CYP4Z1 DAGLA DAGLB EPHX1 FAAH FAAH2 GPX1 GPX4 MGLL MGST3 PLA2G10 PLA2G2F PLA2G4A PLA2G4B PLA2G4C PNPLA8 PTGDS PTGES2 PTGES3 PTGIS PTGS1 PTGS2 TBXAS1 GOBP_ARACHIDONIC_ACID_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ARACHIDONIC_ACID_SECRETION ACE ANXA1 AVPR1B BDKRB2 DRD2 DRD3 DRD4 LHCGR MIF NMB NMUR2 NTSR1 OC90 PLA2G10 PLA2G12A PLA2G12B PLA2G1B PLA2G2A PLA2G2C PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G4A PLA2G4F PLA2G5 PLA2R1 PNPLA8 PROCA1 SSTR4 SYK GOBP_ARF_PROTEIN_SIGNAL_TRANSDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ARF_PROTEIN_SIGNAL_TRANSDUCTION ARFGAP1 ARFGEF1 ARFGEF2 ARFGEF3 CYTH1 CYTH2 CYTH3 CYTH4 FBXO8 GBF1 GIT1 GIT2 IQSEC1 IQSEC2 IQSEC3 MAP4K4 MAPRE2 MYO9B PSD PSD2 PSD3 PSD4 GOBP_ARGININE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ARGININE_BIOSYNTHETIC_PROCESS ASL ASS1 CLN3 NAGS OTC GOBP_ARGININE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ARGININE_CATABOLIC_PROCESS ARG1 ARG2 ATP2B4 DDAH1 DDAH2 FAH MIR21 NOS1 NOS2 NOS3 OAT GOBP_ARGININE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ARGININE_METABOLIC_PROCESS AGMAT ARG1 ARG2 ART4 ASL ASS1 ATP2B4 CLN3 DDAH1 DDAH2 FAH MIR21 NAGS NOS1 NOS2 NOS3 OAT OTC SLC39A8 SLC7A7 GOBP_AROMATIC_AMINO_ACID_FAMILY_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AROMATIC_AMINO_ACID_FAMILY_CATABOLIC_PROCESS ACMSD AFMID FAH GSTZ1 HAAO HGD HPD IDO1 IDO2 IL4I1 KMO KYNU PAH QDPR TAT TDO2 GOBP_AROMATIC_AMINO_ACID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AROMATIC_AMINO_ACID_METABOLIC_PROCESS ACMSD AFMID ATP7A DCT FAH GCDH GSTZ1 HAAO HGD HPD HPDL IDO1 IDO2 IL4I1 IYD KMO KYNU OCA2 PAH PARK7 PCBD1 PCBD2 QDPR SLC45A2 TAT TDO2 TH THAP4 TPH1 TPH2 TTC36 TYR GOBP_AROMATIC_AMINO_ACID_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AROMATIC_AMINO_ACID_TRANSPORT ACE2 SLC15A4 SLC16A10 SLC25A29 SLC36A4 SLC38A3 SLC38A5 SLC3A2 SLC6A14 SLC7A1 SLC7A5 SLC7A8 GOBP_ARP2_3_COMPLEX_MEDIATED_ACTIN_NUCLEATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ARP2_3_COMPLEX_MEDIATED_ACTIN_NUCLEATION ABI2 ACTR2 ACTR3 AP1AR ARF1 ARFIP1 ARFIP2 ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 ARPC5L BRK1 CARMIL1 CARMIL2 CARMIL3 CORO1B CTNNA2 CYFIP1 DNAI3 FCHSD2 GMFB GMFG HIP1R IQGAP2 JMY MAGEL2 NCKAP1 PICK1 RNH1 TRIM27 WASF1 WASF2 WASF3 WASH3P WASH6P WASHC1 WASHC2A WASHC2C WASHC3 WASHC4 WASHC5 WHAMM WIPF3 GOBP_ARTERIAL_ENDOTHELIAL_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ARTERIAL_ENDOTHELIAL_CELL_DIFFERENTIATION DLL1 HEY1 HEY2 NOTCH1 RBPJ TMEM100 GOBP_ARTERY_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ARTERY_DEVELOPMENT ACVR2B ACVRL1 ADAMTS6 ADAMTS9 ADGRF5 AKT3 ANGPTL3 AP2B1 APLNR APOB APOE ARID2 BMP4 BMPR1A BMPR2 CHD7 CITED2 CNTRL COL3A1 COMP DCTN5 DDIT3 DLL4 EDN1 EDNRA EFEMP2 EFNB2 EGR2 ENG EYA1 FGF8 FKBP10 FOLR1 FOXC1 FOXC2 FOXF1 FOXH1 GAA GJA5 GLI3 HAND2 HECTD1 HES1 HEY1 HEY2 HOXA1 HOXA13 HPGD JAG1 LDLR LEP LOX LOXL1 LRP1 LRP2 LUZP1 MDK MIR143 MIR145 MIR153-1 MIR205 MIR29B1 MIR329-1 MIR487B MIR494 MIR495 MYLK MYOCD NAGLU NDST1 NF1 NGFR NKX3-1 NOG NOTCH1 NOTCH3 NPRL3 NRP1 PDE2A PDGFRB PKD2 PLXND1 PRDM1 PRICKLE1 PROX1 PRRX1 RBPJ ROBO1 ROBO2 SCN11A SEC24B SHH SIX1 SLC2A10 SMAD6 SMAD7 SNX17 SOX4 SRF STRA6 SUFU TAB1 TBX1 TBX2 TFAP2B TGFB2 TGFBR1 TGFBR2 VEGFA WNT11 ZMIZ1 GOBP_ARTERY_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ARTERY_MORPHOGENESIS ACVRL1 ADAMTS9 ADGRF5 AKT3 ANGPTL3 APOB APOE ARID2 BMP4 BMPR1A BMPR2 CHD7 CITED2 COL3A1 COMP DLL4 EDN1 EDNRA EFEMP2 EFNB2 ENG EYA1 FGF8 FKBP10 FOLR1 FOXC1 FOXC2 FOXF1 FOXH1 GJA5 HAND2 HES1 HEY1 HEY2 HOXA1 HOXA13 HPGD JAG1 LDLR LRP1 LRP2 MDK MIR143 MIR145 MIR153-1 MIR205 MIR29B1 MIR329-1 MIR487B MIR494 MIR495 MYLK MYOCD NAGLU NF1 NOG NOTCH1 NOTCH3 NPRL3 NRP1 PDGFRB PKD2 PRDM1 PROX1 PRRX1 RBPJ SEC24B SIX1 SMAD7 SOX4 SRF STRA6 TBX1 TBX2 TFAP2B TGFB2 TGFBR1 TGFBR2 VEGFA WNT11 ZMIZ1 GOBP_ARTICULAR_CARTILAGE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ARTICULAR_CARTILAGE_DEVELOPMENT BGN EPYC IFT80 OGN OPTC PBXIP1 GOBP_ASCENDING_AORTA_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ASCENDING_AORTA_DEVELOPMENT HES1 HEY2 LOX SOX4 TGFB2 GOBP_ASPARAGINE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ASPARAGINE_METABOLIC_PROCESS ASNS ASNSD1 ASRGL1 ATF4 NIT2 GOBP_ASPARTATE_FAMILY_AMINO_ACID_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ASPARTATE_FAMILY_AMINO_ACID_BIOSYNTHETIC_PROCESS AASDHPPT AASS ADI1 APIP ASNS ASNSD1 BHMT BHMT2 ENOPH1 GOT1 GOT1L1 GOT2 MRI1 MTAP MTHFD1 MTHFD2L MTHFR MTR MTRR PLOD2 PLOD3 GOBP_ASPARTATE_FAMILY_AMINO_ACID_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ASPARTATE_FAMILY_AMINO_ACID_CATABOLIC_PROCESS AADAT AASS ASPA ASRGL1 CRYM DDO DLST GCAT GOT1 GOT2 HYKK MAT1A PIPOX RIDA SDS SDSL SLC25A21 GOBP_ASPARTATE_FAMILY_AMINO_ACID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ASPARTATE_FAMILY_AMINO_ACID_METABOLIC_PROCESS AADAT AASDHPPT AASS ADI1 ADSS1 ADSS2 APIP ASNS ASNSD1 ASPA ASPG ASRGL1 ASS1 ATF4 BHMT BHMT2 CRYM DDO DLST ENOPH1 GCAT GNMT GOT1 GOT1L1 GOT2 HYKK MAT1A MRI1 MSRA MTAP MTHFD1 MTHFD2L MTHFR MTR MTRR NAT8L NIT2 PHGDH PIPOX PLOD2 PLOD3 RIDA SDS SDSL SLC25A12 SLC25A13 SLC25A21 SMS GOBP_ASPARTATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ASPARTATE_METABOLIC_PROCESS ADSS1 ADSS2 ASPA ASS1 DDO GOT1 GOT1L1 GOT2 GOBP_ASPARTATE_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ASPARTATE_TRANSMEMBRANE_TRANSPORT GFAP LRRC8A LRRC8C LRRC8D LRRC8E NTSR1 SLC1A1 SLC1A2 SLC1A3 SLC1A4 SLC1A5 SLC1A6 SLC25A12 SLC25A13 SLC25A18 SLC25A22 SLC3A1 SLC7A13 UCP2 GOBP_ASSOCIATIVE_LEARNING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ASSOCIATIVE_LEARNING ABCA7 ABCC8 ABL1 ADAM2 ADCY3 APP ASIC1 ATP1A2 B3GAT1 B4GALT2 BRAF BRSK1 BTG2 CDK5 CHRNA7 CHRNB2 CLN3 CLN8 CLSTN2 CSMD1 CTNS DBH DDHD2 DRD1 DRD2 DRD3 DRD5 EIF4A3 ELAVL4 FOS FOXB1 GABRA5 GRIN1 GRIN2A HIF1A HMGCR HRH1 IFT20 ITGB1 KIT KMT2A KRAS LGMN LRRN4 MAP1A MECP2 MEIS2 NDRG4 NETO1 NEUROD2 NF1 NOG NPS NPTX2 OPRK1 OPRL1 PDE1B PDE8B PIAS1 PPP1R1B PPT1 RAG1 RAPGEF3 RELN RGS14 RIC8A SHANK1 SHANK2 SLC1A1 SLC6A1 SLC7A11 SNAP25 SPECC1 SRF SYNGAP1 TACR1 TAFA2 TANC1 TBR1 TNR TPBG TSC1 TTC36 TUBA1A UCN GOBP_ASTRAL_MICROTUBULE_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ASTRAL_MICROTUBULE_ORGANIZATION CENPJ CEP120 CLASP1 DLG1 EZR KPNB1 LIMK2 NUMA1 RAB11A TPPP GOBP_ASTROCYTE_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ASTROCYTE_ACTIVATION ADORA2A AGER APP C1QA C5AR1 CNTF GRN IFNG IFNGR1 IL1B IL6 LDLR LRP1 MAPT MIR142 MIR181B1 MIR181C NAGLU NR1D1 PSEN1 SMO TNF TREM2 TTBK1 ZEB2 GOBP_ASTROCYTE_CELL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ASTROCYTE_CELL_MIGRATION APCDD1 CCL2 CCL3 CCR2 GPR183 HEXB MMP14 NR2E1 SCRIB GOBP_ASTROCYTE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ASTROCYTE_DEVELOPMENT ADORA2A AGER APP C1QA C5AR1 CDK6 CNTF DLL1 DRD1 EIF2B5 GFAP GRN IFNG IFNGR1 IL1B IL6 KRAS LAMB2 LAMC3 LDLR LRP1 MAPT MIR142 MIR181B1 MIR181C NAGLU NF1 NR1D1 PLP1 POU3F2 PSEN1 ROR1 ROR2 S100A8 S100A9 SMO TLR4 TNF TREM2 TSPAN2 TTBK1 VIM ZEB2 GOBP_ASTROCYTE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ASTROCYTE_DIFFERENTIATION ABL1 ADORA2A AGER APP BIN1 BMP2 C1QA C5AR1 CDK6 CLCF1 CNTF CNTN2 CUL4B DAB1 DLL1 DRD1 EIF2B5 EOMES EPHA4 F2 GAP43 GCM1 GFAP GPR37L1 GRN HES1 HES5 ID2 ID4 IFNG IFNGR1 IL1B IL6 IL6ST KDM4A KRAS LAMB2 LAMC3 LARGE1 LDLR LIF LRP1 MAG MAP2K1 MAPK1 MAPK3 MAPT MBD1 MECP2 MIR142 MIR181B1 MIR181C NAGLU NF1 NKX2-2 NOG NOTCH1 NR1D1 NR2E1 NR3C1 PAX6 PLP1 PLPP3 POU3F2 PSEN1 PTPN11 ROR1 ROR2 S100A8 S100A9 SERPINE2 SHH SMO SOX8 SOX9 STAT3 TAL1 TLR4 TNF TREM2 TSPAN2 TTBK1 TTC21B VAX1 VIM VPS54 ZEB2 GOBP_ASYMMETRIC_CELL_DIVISION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ASYMMETRIC_CELL_DIVISION ACTR2 ACTR3 ARHGEF2 ASPM DOCK7 ETV5 FGF13 GOLGA2 ING2 INSC PARD3 PAX6 POU5F1 RAB10 RGS14 SOX5 TEAD3 WNT9B ZBTB16 GOBP_ASYMMETRIC_NEUROBLAST_DIVISION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ASYMMETRIC_NEUROBLAST_DIVISION ARHGEF2 DOCK7 FGF13 RAB10 SOX5 TEAD3 GOBP_ATF6_MEDIATED_UNFOLDED_PROTEIN_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ATF6_MEDIATED_UNFOLDED_PROTEIN_RESPONSE ATF6 ATF6B CREBZF DDIT3 HSPA5 MBTPS1 MBTPS2 WFS1 XBP1 GOBP_ATP_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ATP_BIOSYNTHETIC_PROCESS ADCY10 ALDOA ANTKMT ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5F1EP2 ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5MGL ATP5MJ ATP5MK ATP5PB ATP5PD ATP5PF ATP5PO ATP6V0C ATP6V1A ATPSCKMT COX11 DMAC2L DNAJC30 ENO1 FLCN H19 IL4 LDHC LIPA MIR675 MT-ATP6 MT-ATP8 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA3 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFB1 NDUFB10 NDUFB11 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 NUDT2 PARP1 PID1 PINK1 PPARA PPARGC1A PRKAG2 SDHA SDHB SDHC SDHD SLC25A13 SPHK2 STOML2 TAFAZZIN TGFB1 TMSB4X TREM2 UQCC3 VCP VPS9D1 GOBP_ATP_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ATP_METABOLIC_PROCESS ABCC6 ADCY10 AK1 AK2 AK4 AK5 ALDOA ANTKMT ATP1A2 ATP1B1 ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5F1EP2 ATP5IF1 ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5MGL ATP5MJ ATP5MK ATP5PB ATP5PD ATP5PF ATP5PO ATP6V0C ATP6V1A ATP6V1B1 ATP6V1B2 ATPSCKMT BAD BEND3 CLPX COX11 CTNS DMAC2L DNAJC30 DNM1L ENO1 ENPP1 ENPP3 FIGNL1 FIS1 FLCN H19 HSPA1A HSPA1B HSPA8 IL4 LDHC LIPA MIR675 MT-ATP6 MT-ATP8 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MYH3 MYH4 MYH6 MYH7 MYH8 NADK NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA3 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFB1 NDUFB10 NDUFB11 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 NMNAT1 NT5E NUDT2 NUDT5 OLA1 PARG PARP1 PID1 PINK1 PPARA PPARGC1A PRKAG2 SDHA SDHB SDHC SDHD SLC25A13 SLC25A25 SPHK2 STOML2 TAFAZZIN TGFB1 TMSB4X TREM2 TSPO UQCC3 VCP VPS9D1 GOBP_ATP_SYNTHESIS_COUPLED_ELECTRON_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ATP_SYNTHESIS_COUPLED_ELECTRON_TRANSPORT AFG1L BID CCNB1 CDK1 CHCHD2 COA6 COQ9 COX15 COX4I1 COX4I2 COX5A COX5B COX6A1 COX6A2 COX6B1 COX6C COX7A1 COX7A2 COX7A2L COX7A2P2 COX7B COX7B2 COX7C COX8A COX8C CYC1 CYCS DGUOK DLD DNAJC15 GHITM ISCU MIR210 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MTCO2P12 NDUFA1 NDUFA10 NDUFA12 NDUFA2 NDUFA3 NDUFA4 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFAF1 NDUFB1 NDUFB10 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFC2-KCTD14 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 PARK7 PINK1 SDHA SDHAF2 SDHB SDHC SDHD SNCA TAFAZZIN UQCC3 UQCR10 UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRFS1P1 UQCRH UQCRHL UQCRQ GOBP_ATP_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ATP_TRANSPORT ABCC6 ADCY10 ANKH CALHM1 CALHM3 CD47 CR1 SLC17A9 SLC25A17 SLC25A23 SLC25A24 SLC25A25 SLC25A31 SLC25A4 SLC25A41 SLC25A42 SLC25A5 SLC25A6 SLC35B1 GOBP_ATRIAL_CARDIAC_MUSCLE_CELL_MEMBRANE_REPOLARIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ATRIAL_CARDIAC_MUSCLE_CELL_MEMBRANE_REPOLARIZATION CACNA1D FLNA KCNA5 KCNE5 KCNJ3 KCNJ5 KCNN2 KCNQ1 MIR328 NPPA SCN5A GOBP_ATRIAL_CARDIAC_MUSCLE_CELL_TO_AV_NODE_CELL_COMMUNICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ATRIAL_CARDIAC_MUSCLE_CELL_TO_AV_NODE_CELL_COMMUNICATION ANK2 CACNA1C CACNB2 FLNA GJA1 GJA5 GJC1 KCNA5 KCNE5 KCNJ3 KCNJ5 KCNN2 KCNQ1 MIR328 NUP155 RYR2 SCN3B SCN5A TRPM4 GOBP_ATRIAL_CARDIAC_MUSCLE_TISSUE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ATRIAL_CARDIAC_MUSCLE_TISSUE_DEVELOPMENT BMP10 BMP4 BVES CACNA1G EDNRA ENG GATA6 GJB6 HCN4 ISL1 MESP1 MYH6 NKX2-5 NOG PROX1 SHOX2 TBX18 TBX3 TBX5 TREX1 WNT2 ZIC3 GOBP_ATRIAL_CARDIAC_MUSCLE_TISSUE_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ATRIAL_CARDIAC_MUSCLE_TISSUE_MORPHOGENESIS BMP10 ENG MYH6 NOG PROX1 WNT2 GOBP_ATRIAL_SEPTUM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ATRIAL_SEPTUM_DEVELOPMENT ACVR1 ANK2 BMPR2 CCN1 DAND5 GATA4 GJA5 HEY2 ISL1 MDM2 MDM4 NKX2-5 NOTCH2 NPHP3 NSD2 SMO SOX4 TBX20 TBX5 TGFB2 WNT11 WNT5A ZFPM1 GOBP_ATRIAL_SEPTUM_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ATRIAL_SEPTUM_MORPHOGENESIS ACVR1 BMPR2 CCN1 GATA4 HEY2 ISL1 NKX2-5 NOTCH2 NSD2 SMO SOX4 TBX20 TBX5 TGFB2 ZFPM1 GOBP_ATRIOVENTRICULAR_CANAL_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ATRIOVENTRICULAR_CANAL_DEVELOPMENT BMP2 CHD7 ENG FOXN4 GATA4 GATA6 HAS2 PTPN11 RBPJ SMAD4 TBX2 TBX20 TBX3 GOBP_ATRIOVENTRICULAR_NODE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ATRIOVENTRICULAR_NODE_DEVELOPMENT BMPR1A GATA4 GATA6 KCNJ8 MAML1 NKX2-5 NOTCH1 NOTCH2 TBX5 GOBP_ATRIOVENTRICULAR_VALVE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ATRIOVENTRICULAR_VALVE_DEVELOPMENT ACVR1 APLNR AXIN2 BMP2 BMPR1A BMPR2 CCN1 DCHS1 EFNA1 GATA4 GJA5 HEY1 HEY2 HEYL MDM2 MDM4 NAGLU NOTCH1 OLFM1 SLIT3 SMAD4 SMAD6 SOX4 TBX20 TBX5 TGFB2 TGFBR2 TWIST1 ZFPM1 GOBP_ATRIOVENTRICULAR_VALVE_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ATRIOVENTRICULAR_VALVE_FORMATION DCHS1 GATA4 HEY1 HEY2 NOTCH1 OLFM1 SMAD4 ZFPM1 GOBP_ATTACHMENT_OF_GPI_ANCHOR_TO_PROTEIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ATTACHMENT_OF_GPI_ANCHOR_TO_PROTEIN GPAA1 PGAP1 PIGK PIGS PIGT PIGU GOBP_ATTACHMENT_OF_MITOTIC_SPINDLE_MICROTUBULES_TO_KINETOCHORE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ATTACHMENT_OF_MITOTIC_SPINDLE_MICROTUBULES_TO_KINETOCHORE AURKB BECN1 BIRC5 BOD1 CDCA8 CDT1 CENPC CENPE CHAMP1 HNRNPU INCENP KAT2B KAT5 KIF2C MAD1L1 MAPRE1 MIS12 NDC80 NUF2 RMDN1 SEH1L GOBP_ATTACHMENT_OF_SPINDLE_MICROTUBULES_TO_KINETOCHORE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ATTACHMENT_OF_SPINDLE_MICROTUBULES_TO_KINETOCHORE ABRAXAS1 ABRAXAS2 APC AURKB AURKC BECN1 BIRC5 BOD1 BUB3 CCNB1 CDC42 CDCA8 CDT1 CENPC CENPE CHAMP1 DSN1 ECT2 EML4 HNRNPU INCENP KAT2B KAT5 KIF2C KNL1 KNSTRN KNTC1 MAD1L1 MAPRE1 MIS12 NDC80 NEK2 NSL1 NUF2 PMF1 RACGAP1 RB1 RCC2 RMDN1 SEH1L SGO1 SIRT2 SPAG5 SPC24 SPC25 TEX14 ZNF207 ZW10 ZWILCH GOBP_AUDITORY_RECEPTOR_CELL_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AUDITORY_RECEPTOR_CELL_DEVELOPMENT ANKRD24 CDH23 CLRN1 CLRN2 GRXCR2 KCNQ1 LHFPL5 MYO7A NHERF1 PAFAH1B1 PDZD7 PLS1 SCRIB SEC24B SLC4A7 SLITRK6 SOD1 STRC TECTA TMC1 TPRN TRIOBP WDPCP WHRN GOBP_AUDITORY_RECEPTOR_CELL_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AUDITORY_RECEPTOR_CELL_MORPHOGENESIS ANKRD24 CDH23 CLRN1 CLRN2 GRXCR2 LHFPL5 MYO7A NHERF1 PDZD7 PLS1 SCRIB SEC24B SLITRK6 SOD1 STRC TECTA TPRN TRIOBP WDPCP WHRN GOBP_AUTOCRINE_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AUTOCRINE_SIGNALING CX3CL1 CX3CR1 FZD1 HILPDA S100A8 S100A9 SERPINB3 GOBP_AUTONOMIC_NERVOUS_SYSTEM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AUTONOMIC_NERVOUS_SYSTEM_DEVELOPMENT ACKR3 ADARB1 ASCL1 CTNNB1 EDNRA EDNRB EGR2 FN1 FZD3 GATA3 GBX2 GDNF GFRA3 HAND2 HES1 HLX HOXB1 HOXB2 INSM1 KIF26A NAV2 NF1 NRP1 NRP2 NTRK1 PHACTR4 PHOX2A PHOX2B PLXNA3 PLXNA4 PRLH RET SEMA3A SEMA3F SIX1 SLC6A4 SOX10 SOX11 SOX4 SOX8 TBX1 TFAP2A TFAP2B TLX2 TP63 VCAM1 GOBP_AUTOPHAGIC_CELL_DEATH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AUTOPHAGIC_CELL_DEATH ATG5 BNIP3 CDKN1B CDKN2D DAPK1 LAPTM5 SH3GLB1 TP53INP1 TREM2 GOBP_AUTOPHAGOSOME_LYSOSOME_FUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AUTOPHAGOSOME_LYSOSOME_FUSION ARL8B ATP13A2 CLN3 PIP4K2A PIP4K2B PLEKHM1 RUBCNL TOM1 VPS39 GOBP_AUTOPHAGOSOME_MATURATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AUTOPHAGOSOME_MATURATION ADRB2 ATG12 ATG14 ATG5 ATP2A2 BECN1 CALCOCO2 CALM1 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CLEC16A CLN3 EPG5 FYCO1 IRGM LAMP2 LIX1 LIX1L MAP1LC3A MAP1LC3B MAP1LC3B2 MAP1LC3C MCOLN1 MFSD8 PHF23 PIK3C3 PIK3R4 RUBCN RUBCNL SMCR8 SNAP29 SNAPIN SNX14 STX17 TBC1D25 TECPR1 TMEM39A TOM1 TSG101 UBQLN1 UBQLN4 UVRAG VAMP7 VAMP8 VCP VIPAS39 VMP1 VPS16 VPS33A VPS33B VPS4A VPS4B VTI1B WIPI2 GOBP_AUTOPHAGOSOME_MEMBRANE_DOCKING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AUTOPHAGOSOME_MEMBRANE_DOCKING ATG14 ATP2A2 CALM1 SNAP29 STX17 VAMP8 VMP1 GOBP_AUTOPHAGOSOME_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AUTOPHAGOSOME_ORGANIZATION AMBRA1 AP4M1 ARFIP2 ATG10 ATG101 ATG12 ATG13 ATG14 ATG16L1 ATG16L2 ATG2A ATG2B ATG3 ATG4A ATG4B ATG4C ATG4D ATG5 ATG7 ATG9A ATG9B ATP13A2 ATP2A2 BAG3 BECN1 BECN2 C9orf72 CLN3 CTSD DNAJC16 EFNB1 EHMT2 ELAPOR1 EMC6 EPHB2 FEZ1 FEZ2 GABARAP GABARAPL1 GABARAPL2 GABARAPL3 GBA1 IFT20 IFT88 IRGM LRBA LRRK2 LRSAM1 MAP1LC3A MAP1LC3B MAP1LC3B2 MAP1LC3C MFN2 MOAP1 MTM1 MTMR3 MTOR NSFL1C NUPR1 PACS2 PHF23 PIK3C2B PIK3C3 PIKFYVE PINK1 PIP4K2A PIP4K2B PIP4K2C PSEN1 RAB19 RAB1A RAB1B RAB1C RAB23 RAB33B RAB3GAP1 RAB3GAP2 RAB43 RAB5A RAB7A RALB RB1CC1 RNF186 RNF5 RUFY4 SCFD1 SEC22B SH3GLB1 SMCR8 SMURF1 SNX18 SNX30 SNX4 SNX7 SPG11 STBD1 STING1 STX12 STX17 TBC1D12 TBC1D14 TCIRG1 TMEM39A TMEM41B TOM1 TP53INP1 TP53INP2 TRAF6 UBQLN1 UBQLN2 UBXN2A UBXN2B ULK1 ULK2 ULK3 VMP1 WDR45 WDR45B WIPI1 WIPI2 ZFYVE26 GOBP_AUTOPHAGY_OF_MITOCHONDRION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AUTOPHAGY_OF_MITOCHONDRION ADCY10 AMBRA1 ARFIP2 ATG12 ATG13 ATG14 ATG2A ATG2B ATG3 ATG4B ATG4D ATG5 ATG7 ATG9A ATG9B ATP13A2 ATP5IF1 BECN1 BNIP3 BNIP3L CAMKK2 CDC37 CERS1 CISD2 CSNK2A2 CTSK CTTN DNM1L FBXL4 FBXO7 FBXW7 FIS1 FKBP8 FUNDC1 FUNDC2 FZD5 GABARAP GABARAPL1 GABARAPL2 GABARAPL3 GBA1 GSK3A HAX1 HDAC6 HIF1A HK2 HTRA2 HTT HUWE1 IRGM LRBA MAP1LC3A MAP1LC3B MAP1LC3B2 MAP1LC3C MARK2 MFN2 MUL1 NOD2 OGT OPTN PARK7 PARL PHB2 PINK1 PRKN RB1CC1 RETREG1 RIMOC1 RNF41 SLC25A4 SLC25A46 SLC25A5 SNX30 SNX7 SPATA18 SPATA33 SQSTM1 SREBF1 SREBF2 TAFAZZIN TIGAR TOMM7 TP53 TSC2 TSPO ULK1 ULK2 ULK3 USP30 USP36 VDAC1 VPS13C VPS13D WDR45 WDR45B WIPI1 WIPI2 GOBP_AUTOPHAGY_OF_PEROXISOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AUTOPHAGY_OF_PEROXISOME ACBD5 ATM PEX2 PEX5 PIK3C3 PIK3R4 PJVK RB1CC1 SQSTM1 USP30 GOBP_AV_NODE_CELL_TO_BUNDLE_OF_HIS_CELL_COMMUNICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AV_NODE_CELL_TO_BUNDLE_OF_HIS_CELL_COMMUNICATION CACNA1C CACNA1G CACNB2 CXADR GJA5 GJC1 GJC3 GJD3 MIR208A RYR2 SCN10A SCN4B SCN5A TRPM4 GOBP_AV_NODE_CELL_TO_BUNDLE_OF_HIS_CELL_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AV_NODE_CELL_TO_BUNDLE_OF_HIS_CELL_SIGNALING CACNA1C CACNA1G CACNB2 CXADR GJA5 MIR208A RYR2 SCN10A SCN4B SCN5A TRPM4 GOBP_AXIAL_MESODERM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AXIAL_MESODERM_DEVELOPMENT AXIN1 EPB41L5 EPHA2 FOXH1 NODAL NOG POGLUT1 RPL38 ZIC3 GOBP_AXIS_ELONGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AXIS_ELONGATION AREG BMP4 ESR1 FGF1 FGF10 FGFR2 HNF1B HOXD13 MAGI2 MED1 MED12 NKD1 PRICKLE1 PTK7 RDH10 SFRP1 SFRP2 SHH SIX1 SIX4 SOX9 SPRY1 SPRY2 TNC TRIM28 WNT11 WNT3A WNT5A YAP1 GOBP_AXIS_SPECIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AXIS_SPECIFICATION AHI1 ARL13B AURKA AXIN1 AXIN2 BASP1 BCOR BMP4 BMPR1A C2CD3 CDX1 CDX2 CDX4 CER1 CHRDL1 CITED2 COBL CTNNB1 CXXC4 DCANP1 DDIT3 DLL1 EPB41L5 ETS2 FGF10 FOXA2 FRS2 FUT6 FZD5 GDF3 GPC3 HEY2 HOXD8 IFT172 IFT25 IRX4 LDB1 LEFTY1 LEFTY2 LHX1 MDFI MESP1 MESP2 MNS1 NEUROG1 NODAL NOTCH1 NOTCH2 NRARP OTX2 PAX6 PCSK6 PGAP1 PITX2 PKD1L1 PLD6 PRICKLE1 PTCH1 RIPPLY1 RIPPLY2 RNF2 SETDB2 SFRP1 SHH SIX2 SIX3 SKI SMAD2 SMAD4 SMAD6 SMO SRF STC1 STIL TASOR TBX3 TBX6 TBXT TDGF1 TDRD1 TDRD5 TDRD6 TDRD7 TDRKH TIFAB TMED2 TTC8 VAX2 WDR77 WLS WNT1 WNT3 WNT5A WNT6 WNT7A WNT8A WT1 ZIC3 GOBP_AXONAL_FASCICULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AXONAL_FASCICULATION AMIGO1 ARHGAP35 CASP3 CDK5R1 CNR1 CNTN2 CNTN4 CRTAC1 EPHA3 EPHA4 EPHB2 EPHB3 FEZF2 MEGF8 NCAM2 NDN NRCAM NRP1 RTN4 SEMA5A TNFRSF21 GOBP_AXONAL_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AXONAL_TRANSPORT ACTR10 AGBL4 AGTPBP1 AP3B1 AP3B2 AP3D1 AP3M1 AP3M2 AP3S1 AP3S2 ARL8A ARL8B ARMCX3 BLOC1S1 BLOC1S2 BLOC1S3 BLOC1S4 BLOC1S5 BLOC1S6 BORCS5 CALY DCTN1 DLG2 DST DTNBP1 DYNC1H1 FBXW11 FEZ1 HAP1 HDAC6 HIF1A HSBP1 HSPB1 KIF1A KIF1B KIF1C KIF3A KIF3B KIF4A KIF5A KIF5B KIF5C MAP1A MAP2 MAPK8IP3 MAPT MECP2 MGARP NDEL1 NEFL NETO1 OPA1 PAFAH1B1 RAB21 RAB27B SNAPIN SOD1 SPAST SPG7 SYBU TERF2 TMEM108 TRAK1 TRAK2 TRIM46 UCHL1 GOBP_AXONAL_TRANSPORT_OF_MITOCHONDRION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AXONAL_TRANSPORT_OF_MITOCHONDRION ACTR10 AGBL4 AGTPBP1 ARMCX3 FEZ1 HAP1 HDAC6 HIF1A HSBP1 MAPT MGARP NEFL OPA1 SPAST SYBU TRAK1 TRAK2 UCHL1 GOBP_AXONEMAL_CENTRAL_APPARATUS_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AXONEMAL_CENTRAL_APPARATUS_ASSEMBLY CFAP91 DNAJB13 HYDIN RSPH9 SPAG17 SPEF1 GOBP_AXONEMAL_DYNEIN_COMPLEX_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AXONEMAL_DYNEIN_COMPLEX_ASSEMBLY CCDC103 CCDC39 CCDC40 CCDC63 CCDC65 CFAP100 CFAP73 CLXN DAW1 DNAAF1 DNAAF10 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAAF8 DNAH1 DNAH17 DNAH2 DNAH5 DNAH7 DNAH8 DNAI1 DNAI2 DNAI3 DNAI4 DNAL1 DRC1 LRRC61 NISCH ODAD1 ODAD2 ODAD3 ODAD4 SPAG1 TEKT2 TTC12 ZMYND10 GOBP_AXONEME_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AXONEME_ASSEMBLY ARMC2 BBS2 CC2D2A CCDC103 CCDC39 CCDC40 CCDC63 CCDC65 CEP131 CFAP100 CFAP157 CFAP206 CFAP43 CFAP44 CFAP46 CFAP47 CFAP58 CFAP65 CFAP69 CFAP73 CFAP74 CFAP91 CFAP97D1 CLUAP1 CLXN CPLANE2 DAW1 DCX DNAAF1 DNAAF10 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAAF8 DNAH1 DNAH17 DNAH2 DNAH5 DNAH7 DNAH8 DNAI1 DNAI2 DNAI3 DNAI4 DNAJB13 DNAL1 DRC1 DRC7 FOXJ1 FSIP2 GAS8 HOATZ HYDIN IQCG JHY LRGUK LRRC43 LRRC61 MEIG1 MNS1 NEURL1 NISCH ODAD1 ODAD2 ODAD3 ODAD4 PIERCE1 PIERCE2 PLA2G3 RP1 RP1L1 RSPH1 RSPH4A RSPH6A RSPH9 SPACA9 SPAG1 SPAG16 SPAG17 SPAG6 SPEF1 SPEF2 STK36 TBC1D21 TEKT2 TOGARAM1 TPGS1 TTC12 TTC26 TTLL1 TTLL3 UBE2B ZMYND10 GOBP_AXONOGENESIS_INVOLVED_IN_INNERVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AXONOGENESIS_INVOLVED_IN_INNERVATION ECE1 EDN1 EDNRA ITGA4 NPR2 NPTX1 NRP1 NTRK1 SEMA3A GOBP_AXON_CHOICE_POINT_RECOGNITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AXON_CHOICE_POINT_RECOGNITION APP EFNB3 FOXG1 GAP43 ROBO1 ROBO2 ROBO3 GOBP_AXON_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AXON_DEVELOPMENT ABL1 ACTB ACTBL2 ACTG1 ACTL9 ADAM17 ADARB1 ADCY1 ADCY10 ADGRB1 ADNP AFG3L2 ALCAM AMIGO1 ANAPC2 ANK3 ANOS1 APBB1 APLP1 APLP2 APOA4 APOD APOE APP ARHGAP35 ARHGAP4 ARHGEF25 ARHGEF28 ARHGEF40 ARTN ARX ATL1 ATOH1 ATOH7 ATP8A2 AUTS2 B3GNT2 B4GALT5 B4GALT6 B4GAT1 BAIAP2 BARHL2 BCL11B BCL2 BDNF BHLHA15 BHLHE22 BHLHE23 BMP7 BMPR1B BMPR2 BOC BRAF BRSK1 BRSK2 C12orf57 C9orf72 CAMSAP2 CASP3 CCK CCKAR CDH1 CDH11 CDH2 CDH4 CDK5 CDK5R1 CDK5R2 CDKL3 CDKL5 CERS2 CHL1 CHN1 CHODL CHRNB2 CNP CNR1 CNTF CNTN1 CNTN2 CNTN4 CNTN5 CNTN6 CNTNAP1 COBL CRABP2 CREB1 CRPPA CRTAC1 CSF1R CSPG5 CTNNA1 CTNNA2 CTTN CXCL12 CYFIP1 CYFIP2 DAB1 DAG1 DCC DCLK1 DDR1 DHFR DHFRP1 DIP2B DISC1 DLX5 DNM2 DOCK7 DPYSL5 DRAXIN DRD2 DRGX DSCAM DSCAML1 DVL1 ECE1 EDN1 EDN2 EDN3 EDNRA EFNA1 EFNA2 EFNA3 EFNA4 EFNA5 EFNB1 EFNB2 EFNB3 EGR2 EIF4G2 EMB ENAH EPHA10 EPHA3 EPHA4 EPHA5 EPHA6 EPHA7 EPHA8 EPHB1 EPHB2 EPHB3 EPHB6 ERBB2 ETV1 EVX1 EXT1 FBXO45 FEZ1 FEZ2 FEZF1 FEZF2 FGF13 FGF8 FGFR2 FKBP1B FLNA FLOT1 FLRT2 FLRT3 FN1 FOLR1 FOXB1 FOXD1 FOXG1 FSTL4 FYN FZD3 GAP43 GATA3 GBX1 GBX2 GDF7 GDI1 GDNF GFRA3 GLI2 GLI3 GOLGA4 GPM6B GRM7 GRN GSK3B HDAC6 HMCN2 HOXA2 HSP90AA1 HSP90AB1 IFRD1 IGF1R IGSF9 INPP5F ISL1 ISL2 ISLR2 IST1 ITGA4 ITGB1 JAK2 KALRN KCNA1 KEL KIAA0319 KIAA1755 KIF13B KIF5A KIF5B KIF5C KIFBP KLF4 KLF7 KREMEN1 L1CAM LAMA2 LAMB2 LGI1 LGR6 LHX1 LHX2 LHX3 LHX4 LHX9 LIMK1 LLGL1 LMO4 LMX1A LPAR3 LRIG2 LRP4 LRRC4C LRTM1 LRTM2 LYPLA2 MACF1 MAG MAP1A MAP1B MAP1S MAP2 MAP2K1 MAP2K2 MAP3K13 MAP6 MAPK8IP3 MAPT MARK2 MCF2 MEGF8 METRN MGARP MIR221 MIR222 MIR431 MMP2 MT3 MTR MYCBP2 MYOT MYPN NCAM1 NCAM2 NDEL1 NDN NDP NECTIN1 NEFH NEFL NEO1 NEUROD1 NEUROD2 NEUROD4 NEUROD6 NEUROG1 NEUROG2 NEUROG3 NEXN NFASC NFIB NGF NGFR NIBAN2 NIN NKX2-1 NKX2-8 NKX6-1 NLGN3 NMNAT2 NOG NOTCH1 NOTCH2 NOTCH3 NOVA2 NPR2 NPTX1 NR2E1 NR4A2 NRCAM NRDC NREP NRP1 NRP2 NRXN1 NRXN3 NTN1 NTN3 NTNG1 NTNG2 NTRK1 NTRK2 NUMB NUMBL OLFM1 OLIG1 OLIG2 OLIG3 OPHN1 OR10A4 OTX2 PAFAH1B1 PAK1 PAK2 PAK3 PALLD PARD3 PARD6B PAX2 PAX6 PCDHAC2 PHOX2B PICALM PLA2G10 PLEKHG4 PLEKHG4B PLP1 PLPPR4 PLXNA1 PLXNA2 PLXNA3 PLXNA4 PLXNB1 PLXNB2 PLXNB3 PLXNC1 PLXND1 POTEE POTEF POTEI POTEJ POTEKP POU3F2 POU4F1 POU4F2 POU4F3 PPP3CB PRDM8 PRICKLE1 PRKCQ PRKG1 PSEN1 PTCH1 PTEN PTK2 PTK7 PTN PTPN11 PTPRF PTPRM PTPRO PTPRS PTPRZ1 PUM2 RAB10 RAB21 RAB3A RAB8A RAC1 RAC3 RAPH1 RELN RET RGMA RND2 RNF165 RNF6 ROBO1 ROBO2 ROBO3 ROBO4 RPL24 RPS6KA5 RTN4 RTN4R RTN4RL1 RTN4RL2 RUFY3 RYK S100A6 S100B SCARF1 SCN11A SCN1B SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SHH SHOX2 SHTN1 SIAH1 SIN3A SIPA1L1 SKIL SLC25A46 SLC9A6 SLIT1 SLIT2 SLIT3 SLITRK1 SLITRK2 SLITRK3 SLITRK4 SLITRK5 SLITRK6 SMAD4 SMO SMURF1 SNAP25 SOS1 SPART SPAST SPG11 SPP1 SPTBN4 SRF SSNA1 STK11 STK24 STK25 STMN1 STXBP1 SVBP SYNGAP1 SZT2 TAOK2 TBC1D24 TBCE TBR1 TCTN1 THY1 TIAM1 TIAM2 TNC TNFRSF21 TNN TNR TOP2B TRAK1 TRIM32 TRIM46 TRIO TRPC5 TRPV2 TSKU TSPAN2 TSPO TTC8 TTL TUBB2B TUBB3 TWF2 UCHL1 ULK1 ULK2 UNC5A UNC5B UNC5C UNC5D USP33 USP9X UST VASH2 VASP VAX1 VAX2 VCL VEGFA WDR47 WNT3 WNT3A WNT5A WNT7A XK YTHDF1 ZDHHC17 ZFYVE27 ZPR1 GOBP_AXON_ENSHEATHMENT_IN_CENTRAL_NERVOUS_SYSTEM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AXON_ENSHEATHMENT_IN_CENTRAL_NERVOUS_SYSTEM ABCA2 ASPA B4GALT5 B4GALT6 CLU CNTN1 CNTN2 CNTNAP1 ERCC2 FA2H GPM6B HES5 ID4 KCNJ10 MAG MAL MIOS MIR26A1 MOBP MYRF NCSTN NKX6-2 PLP1 PTEN SOX10 TENM4 TLR2 GOBP_AXON_EXTENSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AXON_EXTENSION ABL1 ADCY10 ADNP ALCAM ANAPC2 APOE ARHGAP4 AUTS2 BARHL2 BMPR2 C9orf72 CDH1 CDH4 CDK5 CDKL3 CDKL5 CTTN CXCL12 CYFIP1 DCLK1 DIP2B DISC1 DNM2 DRAXIN DSCAM DVL1 EDN1 EDN2 EDN3 EDNRA EIF4G2 FN1 GDI1 GOLGA4 GSK3B HDAC6 HSP90AA1 HSP90AB1 IFRD1 ISLR2 ITGB1 KIAA0319 L1CAM LAMB2 LHX2 LIMK1 MACF1 MAG MAP1B MAP2 MAP3K13 MAPT MEGF8 MT3 NDN NKX6-1 NLGN3 NRCAM NRP1 NRP2 NTN1 OLFM1 PAFAH1B1 PLXNA3 PLXNA4 POU4F2 POU4F3 PPP3CB PTPRS RAB21 RAPH1 RNF6 RTN4 RTN4R RUFY3 RYK SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SHTN1 SIN3A SLC9A6 SLIT1 SLIT2 SLIT3 SMURF1 SPG11 SRF SSNA1 TNR TRIM46 TRPC5 TRPV2 TTL TWF2 ULK1 ULK2 USP9X VCL VEGFA WNT3 WNT3A WNT5A ZFYVE27 GOBP_AXON_GUIDANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AXON_GUIDANCE ADAM17 ALCAM ANOS1 APP ARHGAP35 ARHGEF25 ARHGEF40 ARTN ARX ATOH1 ATOH7 B3GNT2 B4GAT1 BCL11B BDNF BMP7 BMPR1B BMPR2 BOC CDH4 CDK5 CDK5R1 CDK5R2 CHL1 CHN1 CNTN1 CNTN2 CNTN4 CNTN5 CNTN6 CRPPA CSF1R CXCL12 CYFIP1 CYFIP2 DAG1 DCC DLX5 DPYSL5 DRAXIN DRGX DSCAM DSCAML1 DVL1 ECE1 EDN1 EDN3 EDNRA EFNA1 EFNA2 EFNA3 EFNA4 EFNA5 EFNB1 EFNB2 EFNB3 EGR2 EMB ENAH EPHA10 EPHA3 EPHA4 EPHA5 EPHA6 EPHA7 EPHA8 EPHB1 EPHB2 EPHB3 EPHB6 ERBB2 ETV1 EVX1 EXT1 FEZ1 FEZ2 FEZF1 FEZF2 FGF8 FLRT2 FLRT3 FOXD1 FOXG1 FYN FZD3 GAP43 GATA3 GBX1 GBX2 GDF7 GDNF GFRA3 GLI2 GLI3 HDAC6 HMCN2 HOXA2 IGSF9 ISL1 ISL2 KALRN KIAA1755 KIF5A KIF5B KIF5C KLF7 L1CAM LAMA2 LAMB2 LGI1 LGR6 LHX1 LHX2 LHX3 LHX4 LHX9 LMO4 LMX1A LRTM1 LRTM2 LYPLA2 MEGF8 MYCBP2 MYOT MYPN NCAM1 NDP NECTIN1 NEO1 NEXN NFASC NFIB NGFR NIBAN2 NKX2-1 NOG NOTCH1 NOTCH2 NOTCH3 NOVA2 NRCAM NRP1 NRP2 NRXN1 NRXN3 NTN1 NTN3 NTRK1 OPHN1 OR10A4 OTX2 PALLD PAX6 PCDHAC2 PLA2G10 PLEKHG4 PLEKHG4B PLXNA1 PLXNA2 PLXNA3 PLXNA4 PLXNB1 PLXNB2 PLXNB3 PLXNC1 PLXND1 POU4F2 POU4F3 PRKCQ PTCH1 PTK2 PTK7 PTPRM PTPRO RAC1 RAC3 RELN RET RNF165 ROBO1 ROBO2 ROBO3 ROBO4 RPL24 RPS6KA5 RYK SCN1B SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SHH SIAH1 SLIT1 SLIT2 SLIT3 SMAD4 SMO SOS1 TBR1 TNR TRIO TTC8 TUBB2B TUBB3 UNC5A UNC5B UNC5C UNC5D USP33 VASP VAX1 VEGFA WNT3 WNT3A WNT5A YTHDF1 GOBP_AXON_MIDLINE_CHOICE_POINT_RECOGNITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AXON_MIDLINE_CHOICE_POINT_RECOGNITION APP FOXG1 ROBO1 ROBO2 ROBO3 GOBP_AXO_DENDRITIC_PROTEIN_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AXO_DENDRITIC_PROTEIN_TRANSPORT DLG2 HSPB1 KIF5A KIF5B KIF5C MAP1A MAPK8IP3 NETO1 RAB27B GOBP_AXO_DENDRITIC_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AXO_DENDRITIC_TRANSPORT ACTR10 AGBL4 AGTPBP1 AP3B1 AP3B2 AP3D1 AP3M1 AP3M2 AP3S1 AP3S2 APBA1 APP ARL8A ARL8B ARMCX3 BLOC1S1 BLOC1S2 BLOC1S3 BLOC1S4 BLOC1S5 BLOC1S6 BORCS5 CALY DCTN1 DLG2 DST DTNBP1 DYNC1H1 FBXW11 FEZ1 FLOT2 HAP1 HDAC6 HIF1A HNRNPU HSBP1 HSPA8 HSPB1 KIF17 KIF1A KIF1B KIF1C KIF3A KIF3B KIF4A KIF5A KIF5B KIF5C KLC3 MAP1A MAP2 MAPK8IP3 MAPT MECP2 MGARP NDEL1 NEFL NETO1 OPA1 PAFAH1B1 PURA RAB21 RAB27B RABGEF1 SNAPIN SOD1 SPAST SPG11 SPG7 STAU1 STAU2 SYBU TERF2 TMEM108 TRAK1 TRAK2 TRIM46 UCHL1 GOBP_AZOLE_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_AZOLE_TRANSMEMBRANE_TRANSPORT SLC15A4 SLC19A2 SLC19A3 SLC22A1 SLC22A2 SLC25A19 SLC25A29 SLC28A1 SLC28A2 SLC38A3 SLC38A5 SLC44A4 SLC47A1 SLC7A1 GOBP_BARBED_END_ACTIN_FILAMENT_CAPPING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BARBED_END_ACTIN_FILAMENT_CAPPING ADD1 ADD2 ADD3 AVIL CAPG CAPZA1 CAPZA2 CAPZA3 CAPZB CARMIL1 CARMIL2 CRACD EPS8 FLII GSN MTPN RDX SCIN SVIL TRIOBP TWF1 TWF2 VIL1 VILL WASHC2C GOBP_BASEMENT_MEMBRANE_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BASEMENT_MEMBRANE_ASSEMBLY CLASP1 CLASP2 DAG1 NTN4 PHLDB1 PHLDB2 PLOD3 PXDN RAMP2 GOBP_BASEMENT_MEMBRANE_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BASEMENT_MEMBRANE_ORGANIZATION CAV1 CAV2 CLASP1 CLASP2 CMA1 COL3A1 COL4A1 CTSS DAG1 EXT1 FERMT1 FLRT2 GAS2 HMCN1 HPN ITGB1 LAMA1 LAMA2 LAMB1 LAMB2 LAMC1 LARGE1 MMP11 NID1 NID2 NTN4 PHLDB1 PHLDB2 PLOD3 POMGNT1 POMT2 PRICKLE1 PXDN RAMP2 RIC8A SPINT2 GOBP_BASE_CONVERSION_OR_SUBSTITUTION_EDITING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BASE_CONVERSION_OR_SUBSTITUTION_EDITING A1CF ADAD1 ADAD2 ADAR ADARB1 ADARB2 ADAT2 AICDA APOBEC1 APOBEC2 APOBEC3A APOBEC3B APOBEC3C APOBEC3D APOBEC3F APOBEC3G APOBEC3H METTL3 RBM47 GOBP_BASE_EXCISION_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BASE_EXCISION_REPAIR ADPRS APEX1 APEX2 DNA2 ERCC5 ERCC6 FAM168A FEN1 HMGA2 HUWE1 LIG1 LIG3 MBD4 MPG MUTYH NEIL1 NEIL2 NEIL3 NTHL1 OGG1 PARG PARP1 PARP2 PCNA PNKP POLB POLD1 POLE POLG POLL POLQ PRMT6 RPA1 RPA2 RPA3 RPS3 SIRT6 SMUG1 TDG UNG USP47 WRN XPA XRCC1 GOBP_BASE_EXCISION_REPAIR_AP_SITE_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BASE_EXCISION_REPAIR_AP_SITE_FORMATION ERCC5 MBD4 MPG MUTYH NEIL1 NEIL2 NEIL3 NTHL1 OGG1 SMUG1 TDG UNG GOBP_BASE_EXCISION_REPAIR_GAP_FILLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BASE_EXCISION_REPAIR_GAP_FILLING ADPRS APEX1 FEN1 LIG1 LIG3 NEIL1 PARG PCNA PNKP POLB POLD1 POLE POLG POLL GOBP_BASIC_AMINO_ACID_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BASIC_AMINO_ACID_TRANSPORT CLN3 SLC11A1 SLC15A4 SLC22A2 SLC25A15 SLC25A2 SLC25A29 SLC38A3 SLC38A4 SLC38A9 SLC3A1 SLC3A2 SLC47A1 SLC66A1 SLC7A1 SLC7A2 SLC7A3 SLC7A4 SLC7A5 SLC7A6 SLC7A7 SLC7A9 GOBP_BASOLATERAL_PROTEIN_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BASOLATERAL_PROTEIN_SECRETION AP1B1 AP1G1 AP1M2 AP1S1 SLC4A8 GOBP_BEHAVIOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BEHAVIOR AAAS ABAT ABCA2 ABCA7 ABCC8 ABHD12 ABL1 ABL2 ACE ACE2 ACVR2A ADA ADAM11 ADAM2 ADARB1 ADCY1 ADCY3 ADCY5 ADCY8 ADGRB3 ADGRF1 ADM2 ADNP ADORA1 ADORA2A ADRB1 ADRB3 AFF2 AGER AGRP AGTPBP1 AGTR2 AHI1 AIM2 AKT1 ALDH1A3 ALK ALS2 AMFR ANKH APBA1 APBA2 APLN APOE APP APRT ARC ARCN1 ARF4 ARL6IP5 ARMCX5-GPRASP2 ARRB2 ARRDC3 ASIC1 ASIC4 ASIP ASL ASTN1 ATAD1 ATP1A2 ATP1B2 ATP6V1B1 ATP7A ATP8A1 ATP8A2 ATXN1 ATXN1L ATXN3 AVP AVPR1A B2M B3GAT1 B4GALNT1 B4GALT2 BAIAP3 BBIP1 BBS1 BBS12 BBS2 BBS4 BCHE BCL2 BDNF BGLAP BRAF BRINP1 BRS3 BRSK1 BSX BTBD9 BTG2 C12orf57 C1QL1 C3orf70 CACNB4 CALB1 CALCA CAMK2N1 CAMK4 CAPN2 CARTPT CASP3 CASR CCK CCL11 CCL3 CCND2 CDH23 CDK5 CEND1 CFAP20 CFAP69 CHD7 CHD8 CHL1 CHRNA3 CHRNA4 CHRNA5 CHRNA7 CHRNB1 CHRNB2 CHRNB4 CHST10 CIART CIC CLCN3 CLDN5 CLN3 CLN6 CLN8 CLSTN2 CNP CNR1 CNTFR CNTN1 CNTN2 CNTNAP2 CNTNAP4 CPEB3 CPT1A CRBN CREB1 CRH CRHBP CRHR1 CRTC1 CSF2 CSMD1 CSNK1E CSTB CTNS CUX2 CX3CR1 CXCL12 DAB1 DACH1 DBH DCANP1 DCTN1 DDHD2 DDO DERL2 DKK1 DLG4 DMBX1 DMRT3 DMRTA1 DNAAF4 DNAH11 DPP4 DRD1 DRD2 DRD3 DRD4 DRD5 DSCAM DVL1 DYNLRB1 EDDM3A EDNRB EFNB3 EGFR EGR1 EGR2 EHMT2 EIF2AK4 EIF4A3 EIF4E EIF4EBP2 EIF4G1 ELAVL4 EN1 EP300 EPHA4 EPHB2 EPS8 ETV1 EXT1 FADD FBXL20 FEN1 FEZF2 FGF12 FGF13 FIG4 FOS FOSL1 FOXA2 FOXB1 FOXO6 FXN FXR1 FYN FZD4 FZD9 GAA GABRA5 GABRG2 GAD1 GAL GALR2 GALR3 GATM GBA1 GBX1 GCG GCNT4 GDF15 GDNF GFRAL GHRH GHRL GHSR GIGYF2 GIP GIT1 GJB4 GLI3 GLP1R GLRA1 GLRB GLS GM2A GNAT1 GNAT2 GNB3 GNG7 GNG8 GPI GPR157 GPR171 GPR176 GPR37 GPR52 GPR83 GPR88 GPRASP3 GRIA1 GRID1 GRIK2 GRIN1 GRIN2A GRIN2B GRIN2D GRM1 GRM2 GRM5 GRM6 GRM7 GRP GRPR HAND2 HCN1 HCRT HCRTR1 HCRTR2 HDAC2 HELT HEXA HEXB HIF1A HIPK2 HMGCR HOMER1 HOMER2 HOXA1 HOXB8 HOXD10 HOXD9 HPGDS HPRT1 HRH1 HTR1A HTR1B HTR1D HTR2A HTR2B HTR2C HTRA2 HTT IAPP ID2 IDO1 IFT20 INPP5F INS INSL5 INSR ITGA3 ITGA5 ITGA8 ITGB1 ITPR3 JPH3 JPH4 KAT2A KAT2B KCNA2 KCND2 KCNJ10 KCNK10 KCNK2 KCNK4 KCNQ1 KCNQ3 KIRREL3 KIT KLHL1 KLK14 KLK8 KMT2A KRAS LARGE1 LDLR LEP LEPR LGI4 LGMN LHX8 LILRB2 LMX1A LPAR5 LRRC66 LRRK2 LRRN4 LRRTM1 LYPD1 MAFG MAN2B1 MAP1A MAPK1 MAPK8IP2 MAPT MBD2 MBD5 MC1R MC3R MC4R MCHR1 MCOLN3 MDK MECP2 MEF2C MEIS1 MEIS2 MFSD2A MKKS MME MMP17 MORC1 MRAP2 MTA1 MTNR1A MTNR1B MTOR MUSK MYG1 MYH14 MYO15A NAGLU NAV2 NCOA1 NCOA2 NCOR1 NCSTN NDP NDRG4 NEDD9 NEGR1 NETO1 NEUROD2 NEUROG1 NF1 NFATC4 NGF NHLH2 NKX2-1 NLGN1 NLGN2 NLGN3 NLGN4X NLGN4Y NMS NMU NMUR2 NOG NPAS1 NPAS2 NPAS4 NPB NPC1 NPHP1 NPHP4 NPS NPSR1 NPTX2 NPW NPY NPY1R NPY2R NPY5R NR1D1 NR1D2 NR2E1 NR3C1 NR4A2 NR4A3 NRXN1 NRXN2 NRXN3 NTAN1 NTF3 NTF4 NTRK1 NTRK2 NTSR1 OBP2B OPN4 OPRD1 OPRK1 OPRL1 OPRM1 ORMDL1 ORMDL3 OXR1 OXTR P2RX1 P2RX2 P2RX3 P2RX4 P2RY1 PAFAH1B1 PAIP2 PAK5 PAK6 PARK7 PARP1 PAX5 PAX6 PBX3 PCDH17 PCM1 PDE1B PDE8B PENK PER3 PEX13 PI3 PIAS1 PICALM PIRT PITX3 PJA2 PLCB1 PLK2 PMCH PMCHL2 POMK POU4F1 PPARA PPP1R1B PPP1R9B PPP3CB PPT1 PPY PREX2 PRKAA1 PRKAR1B PRKAR2B PRKCE PRKCG PRKCZ PRKN PRLH PRLHR PRNP PRRT1 PSEN1 PTCHD1 PTEN PTGDS PTGS2 PTN PTPRZ1 PUM1 PYY PYY3 QRFP RAG1 RAPGEF3 RASD2 RASGRF1 RCAN1 RELN REN RETN RGS14 RIC8A RMI1 RNF180 RPS6KB1 RPTOR RXFP4 S100B SCN11A SCN1A SCN2A SCN3A SCN9A SDK1 SELENOP SEMG1 SEPTIN5 SERPINE2 SERPINF1 SEZ6 SGIP1 SGK1 SGSH SHANK1 SHANK2 SHANK3 SHISA7 SLC11A2 SLC12A5 SLC16A1 SLC18A2 SLC1A1 SLC1A2 SLC1A3 SLC24A2 SLC24A4 SLC25A46 SLC2A4 SLC4A10 SLC6A1 SLC6A3 SLC6A4 SLC7A11 SLC8A2 SLC8A3 SLITRK1 SLITRK5 SLITRK6 SLURP1 SNAP25 SNCA SNCG SOBP SOD1 SOD2 SORCS3 SPECC1 SPG11 SPTBN2 SPTBN4 SRC SRF SRPX2 STAT3 STRA6 STRBP STRN SYNGAP1 SYNJ1 SYT11 SYT4 TAC1 TACO1 TACR1 TACR2 TACR3 TAFA2 TAL1 TANC1 TAS2R5 TBCE TBR1 TBX1 TH THBS1 THBS4 THRA THRB TIFAB TLR2 TMBIM4 TMEM18 TMEM74 TMOD1 TMOD2 TNR TP53 TPBG TPGS1 TREM2 TRH TRMT1L TRPV1 TSC1 TSPO TTBK1 TTC21B TTC36 TUBA1A UBA6 UBE2Q1 UBR3 UCHL1 UCN USP2 USP46 VDAC1 VIP VLDLR VPS13A VPS35 VPS54 VWA1 WDR47 WFS1 YTHDF1 ZDHHC8 ZFHX2 ZFHX3 ZFX ZIC1 ZMPSTE24 ZNF212 ZNF385A GOBP_BEHAVIORAL_RESPONSE_TO_COCAINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BEHAVIORAL_RESPONSE_TO_COCAINE ABAT CDK5 DRD1 DRD2 DRD3 DRD4 EHMT2 FADD HOMER1 HOMER2 HTR2A OPRK1 PPP1R1B SDK1 GOBP_BEHAVIORAL_RESPONSE_TO_ETHANOL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BEHAVIORAL_RESPONSE_TO_ETHANOL CHRNA7 CRHBP CRHR1 DBH DRD2 DRD4 EPS8 HDAC2 OPRM1 USP46 GOBP_BEHAVIORAL_RESPONSE_TO_NICOTINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BEHAVIORAL_RESPONSE_TO_NICOTINE CHRNA3 CHRNA4 CHRNA5 CHRNA7 CHRNB1 CHRNB2 CHRNB4 GRM2 PPARA GOBP_BEHAVIORAL_RESPONSE_TO_PAIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BEHAVIORAL_RESPONSE_TO_PAIN ADAM11 AKT1 CAPN2 LPAR5 MTOR NTRK1 P2RX2 P2RX3 P2RX4 PIRT SCN11A SCN3A SCN9A TACR1 THBS1 THBS4 TRPV1 TSPO VWA1 GOBP_BENZENE_CONTAINING_COMPOUND_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BENZENE_CONTAINING_COMPOUND_METABOLIC_PROCESS AADAT ACAA1 ACSM1 AFMID ALDH8A1 CYP1B1 CYP2E1 CYP4B1 EPHX2 FAH GOT2 GSTM1 GSTM2 GSTM3 GSTM4 HAAO IDO1 IDO2 KMO KYAT1 KYAT3 KYNU SRD5A2 TDO2 TH UGT1A1 GOBP_BERGMANN_GLIAL_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BERGMANN_GLIAL_CELL_DIFFERENTIATION ABL1 GFAP GPR37L1 MAP2K1 MAPK1 MAPK3 PLPP3 PTPN11 SHH TTC21B VIM GOBP_BICARBONATE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BICARBONATE_TRANSPORT BEST1 CA4 CFTR CYB5R1 CYB5R2 CYB5R4 CYB5RL RHAG SLC26A1 SLC26A10P SLC26A2 SLC26A3 SLC26A4 SLC26A5 SLC26A6 SLC26A7 SLC26A8 SLC26A9 SLC39A10 SLC39A12 SLC39A14 SLC39A4 SLC39A5 SLC39A6 SLC39A8 SLC4A1 SLC4A10 SLC4A11 SLC4A2 SLC4A3 SLC4A4 SLC4A5 SLC4A7 SLC4A8 SLC4A9 GOBP_BILE_ACID_AND_BILE_SALT_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BILE_ACID_AND_BILE_SALT_TRANSPORT ABCB11 ABCC11 ABCC2 ABCC3 ABCC4 ABCD3 AKR1C1 AKR1C4 AQP9 ATP8B1 CEACAM1 CYP7A1 FGF19 NR0B2 PRKAA1 SLC10A1 SLC10A2 SLC10A3 SLC10A4 SLC10A5 SLC10A6 SLC10A7 SLC27A5 SLC51A SLC51B SLCO1A2 SLCO1B1 SLCO1B3 SLCO1C1 GOBP_BILE_ACID_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BILE_ACID_BIOSYNTHETIC_PROCESS ABCB11 ABCD3 ACOT8 ACOX2 AKR1C4 AKR1D1 AMACR BAAT CES1 CYP27A1 CYP39A1 CYP46A1 CYP7A1 CYP7B1 CYP8B1 FGF19 FGFR4 HSD17B10 HSD3B7 MALRD1 MIR33A NR1D1 NR1H4 OSBP OSBPL1A OSBPL2 OSBPL3 OSBPL6 OSBPL7 OSBPL9 PROX1 SCP2 SIRT1 SLC27A2 SLC27A5 STAR STARD4 GOBP_BILE_ACID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BILE_ACID_METABOLIC_PROCESS ABCB11 ABCD3 ACAA1 ACOT8 ACOX2 AKR1C1 AKR1C4 AKR1D1 AMACR ARV1 ATP8B1 BAAT CES1 CYP27A1 CYP39A1 CYP46A1 CYP7A1 CYP7B1 CYP8B1 FGF19 FGFR4 GBA2 HSD17B10 HSD3B7 KIT LEP MALRD1 MIR33A NPC1 NR1D1 NR1H4 NR5A2 OSBP OSBPL1A OSBPL2 OSBPL3 OSBPL6 OSBPL7 OSBPL9 PANK2 PROX1 SCP2 SIRT1 SLC27A2 SLC27A5 STAR STARD4 SULT2A1 UGT2A1 UGT2A2 GOBP_BILE_ACID_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BILE_ACID_SECRETION ABCB11 ABCB4 CASR CES1 MIR33A NHERF1 PRKAA1 SLC10A1 SLC51A SLC51B TNF UGT1A3 GOBP_BILE_ACID_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BILE_ACID_SIGNALING_PATHWAY ABCB11 ABCG5 ABCG8 CIDEB CYP7A1 CYP8B1 GPBAR1 NR1H4 PRKAA1 SLC10A1 VDR GOBP_BINDING_OF_SPERM_TO_ZONA_PELLUCIDA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BINDING_OF_SPERM_TO_ZONA_PELLUCIDA ACR ADAM18 ADAM2 ADAM32 ALDOA ASTL ATP8B3 B4GALT1 CCT2 CCT3 CCT4 CCT5 CCT7 CCT8 CLGN CRISP1 FETUB HSPA1L LY6K OVGP1 PAEP PCSK4 PRSS37 PRSS55 SPA17 SPAM1 TCP1 TEX101 TMPRSS12 UBAP2L VDAC2 ZAN ZP1 ZP2 ZP3 ZP4 ZPBP ZPBP2 GOBP_BIOGENIC_AMINE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BIOGENIC_AMINE_METABOLIC_PROCESS AANAT ABAT ACMSD AFMID AGMAT ALDH2 AMD1 AOC1 AOC2 ASMT ATP7A AZIN1 AZIN2 CHRNB2 COMT DAO DBH DDC DHPS DRD1 DRD2 DRD3 DRD4 EDNRA EPAS1 GATA3 GCDH GCH1 GDE1 GDPD1 GDPD3 GNAT2 GPR37 GRIN2A HAAO HAND2 HDAC10 HDAC6 HDC HNMT HPRT1 HTR1A IDO1 IDO2 IL4I1 INSM1 ITGAM ITGB2 KL KMO KYNU MAOA MAOB MECP2 MOXD1 MOXD2P MTPN NAAA NAPEPLD NPR1 NR4A2 OAZ1 OAZ2 OAZ3 ODC1 PAH PAOX PARK7 PDE1B PNKD PNMT PRG3 PRKN RNF180 RTL4 SAT1 SAT2 SATL1 SLC1A1 SLC22A3 SLC29A4 SLC6A3 SMOX SMS SNCA SNCAIP SNCB SRM SULT1A1 SULT1A2 SULT1A3 SULT1A4 SULT1B1 TACR3 TDO2 TGFB2 TH TRH VHL VPS35 GOBP_BIOLOGICAL_PHASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BIOLOGICAL_PHASE CDH3 CTNNB1 FERMT1 GAL MSX2 SPINK5 SYCP2 SYCP2L TGFB2 WNT10B WNT5A GOBP_BIOLOGICAL_PROCESS_INVOLVED_IN_INTERACTION_WITH_HOST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BIOLOGICAL_PROCESS_INVOLVED_IN_INTERACTION_WITH_HOST ACE2 AGTR1 AKT1 ALYREF ANPEP APCS ARL8B AVP AVPR1B AXL BCL2L1 BECN1 BPIFA1 BSG CAV1 CAV2 CBL CCR5 CD209 CD4 CD46 CD55 CD74 CD80 CD81 CD86 CDHR3 CDK1 CH25H CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CIITA CLDN1 CLDN6 CLDN9 CLEC4G CLEC4M CLEC5A CR1 CR2 CTSB CTSL CXADR CXCL8 CXCR4 DAG1 DDB1 DDX39B DPP4 DYNLT1 EFNB2 EFNB3 EGFR EPHA2 EPS15 EXOC2 EXOC7 F11R FCN1 FCN3 FUCA2 FURIN GAS6 GPR15 GRK2 GSN GYPA HAVCR1 HLA-DRB1 HMGB1 HS3ST5 HSP90AB1 HSPA1A HSPA1B HSPD1 HTR2A HYAL2 ICAM1 IDE IFIT1 IFITM1 IFITM2 IFITM3 IFNA2 ILF3 INHBB INSR IST1 ITCH ITGA2 ITGA5 ITGAV ITGB1 ITGB3 ITGB5 ITGB6 ITGB7 JPT2 KPNA3 KRT6A LAMP1 LAMP3 LDLR LGALS1 LGALS9 LRRC15 LTF LY6E MID2 MIR130A MIR141 MIR30C1 MOG MRC1 NCAM1 NECTIN1 NECTIN2 NECTIN3 NECTIN4 NPC1 NRP1 NUP153 P4HB PC PGLYRP1 PGLYRP2 PGLYRP3 PHB1 PIKFYVE PLSCR1 PPARA PPIA PPID PTX3 PVR RAB7A RFPL1 RFPL2 RFPL3 RFPL4A RFPL4AL1 RNASEK RPSA SCARB1 SCARB2 SELPLG SERPINB3 SIGLEC1 SIVA1 SLAMF1 SLC10A1 SLC1A5 SLC20A2 SLC3A2 SLC52A1 SLC52A2 SLC7A1 SMPD1 SNX3 SRC TFRC THOC1 THOC2 THOC3 THOC5 THOC6 THOC7 TMPRSS2 TMPRSS4 TNFRSF14 TNFRSF4 TPCN1 TPCN2 TRIM10 TRIM11 TRIM21 TRIM22 TRIM25 TRIM26 TRIM31 TRIM34 TRIM38 TRIM5 TRIM58 TRIM59 TRIM6 TRIM62 TRIM68 TRIM8 TSG101 TYRO3 UVRAG VAMP8 VAPA VPS18 VPS37B VPS4A VPS4B WWP1 WWP2 XPR1 ZNF502 ZNF639 GOBP_BIOLOGICAL_PROCESS_INVOLVED_IN_INTERACTION_WITH_SYMBIONT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BIOLOGICAL_PROCESS_INVOLVED_IN_INTERACTION_WITH_SYMBIONT APCS APOBEC3H APOE APOL1 ARG1 AZU1 CAMP CARD9 CAV2 CCL3 CCL4 CCL5 CCL8 CCNK CCNT1 CDC42 CDK9 CFHR1 CFHR2 CFHR5 CFL1 CHD1 CSF1R CTDP1 CTSG CX3CR1 CXCL6 CYSRT1 DCD DDB1 DDX56 DEFA1 DEFA1B DEFA5 DEFB103A DEFB103B EEA1 EEF1A1 EIF2AK4 ELANE EP300 F2 F2RL1 FASN FBXL2 FMR1 FN1 GAPDH GPX1 HDAC1 HMGA2 HPN HRG HSPA8 HSPD1 IFI27 IGF2R INPP5K JAK2 JUN LEF1 LRRC19 LTF MBL2 MIR221 MIR222 MUC2 MYD88 NAPEPLD NLRP6 NOD2 NUCKS1 PAIP1 PC PF4 PHB1 PI4KA PIK3C2G PIK3C3 PLG POU2F3 PPIB PRKN PSMC3 PTX3 RAB29 RAB5A RAB9A REST ROCK2 ROMO1 RRP1B SAP30 SAP30BP SCNN1B SMARCA4 SMARCB1 SMC5 SMC6 SNW1 SP1 SPRR2A ST6GALNAC1 STOM TAF11 TARDBP TBC1D20 TFAP4 TMEM41B TREM1 TUSC2 VAPA YTHDC2 ZBED1 ZC3H12A ZDHHC20 ZDHHC8 ZDHHC9 ZFYVE1 ZNF502 ZNF639 GOBP_BIOLOGICAL_PROCESS_INVOLVED_IN_INTERSPECIES_INTERACTION_BETWEEN_ORGANISMS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BIOLOGICAL_PROCESS_INVOLVED_IN_INTERSPECIES_INTERACTION_BETWEEN_ORGANISMS A2M ABCA1 ABCC8 ABCC9 ABCD2 ABCF3 ABL1 ACE ACE2 ACOD1 ACP5 ACTA2 ACTG1 ACTR2 ACTR3 ADAM15 ADAM17 ADAM8 ADAM9 ADAMTS13 ADAMTS5 ADAMTS9 ADAR ADARB1 ADGRB1 ADH5 ADH7 ADIPOQ ADM AGBL4 AGBL5 AGTR1 AHR AICDA AIF1 AIM2 AIMP1 AKAP1 AKAP12 AKAP8 AKIRIN2 AKT1 ALAD ALPK1 ALPL ALYREF ANG ANKHD1 ANKRD1 ANKRD17 ANPEP ANXA1 ANXA3 AP1G1 AP1S1 AP3B1 APCS APOA4 APOB APOBEC3A APOBEC3B APOBEC3C APOBEC3D APOBEC3F APOBEC3G APOBEC3H APOE APOL1 APPL1 APPL2 AQP1 AQP4 ARF1 ARG1 ARG2 ARHGEF2 ARID5A ARL8B ARMC5 ARRB2 ASGR1 ASGR2 ASS1 ATAD3A ATAT1 ATF2 ATG12 ATG16L1 ATG5 ATG7 ATP1B1 ATP4B AUP1 AURKB AVP AVPR1B AXL AZI2 AZU1 B2M B3GALT5 BAK1 BANF1 BANK1 BATF BATF2 BATF3 BAX BCL10 BCL2 BCL2L1 BCL3 BCR BDKRB1 BECN1 BIRC2 BIRC3 BLK BMP2 BMP6 BNIP3 BNIP3L BPGM BPI BPIFA1 BPIFA2 BPIFB1 BPIFB3 BPIFC BRCC3 BSG BST2 BTBD17 BTK C15orf48 C1QA C1QB C1QBP C1QC C1R C1RL C1S C2 C3 C4A C4B C4BPA C4BPB C5 C5AR1 C6 C7 C8A C8B C8G C9 CA3 CA5B CACTIN CADM1 CALCOCO2 CALM1 CALR CAMK2A CAMP CAPN2 CARD16 CARD17P CARD8 CARD9 CASP1 CASP3 CASP4 CASP6 CASP7 CASP8 CASP9 CAV1 CAV2 CBL CCDC186 CCDC80 CCDC88B CCDC92 CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL3 CCL3L1 CCL3L3 CCL4 CCL5 CCL7 CCL8 CCNK CCNT1 CCR4 CCR5 CCR7 CCT5 CD14 CD160 CD177 CD180 CD1D CD2 CD207 CD209 CD226 CD24 CD244 CD274 CD300A CD300LF CD36 CD4 CD40 CD46 CD47 CD55 CD58 CD6 CD68 CD74 CD80 CD81 CD84 CD86 CD96 CDC37 CDC42 CDC42EP2 CDC42EP4 CDC73 CDH1 CDHR3 CDK1 CDK19 CDK4 CDK6 CDK9 CEACAM1 CEACAM20 CEBPB CEBPE CEBPG CEP192 CEP63 CFB CFD CFH CFHR1 CFHR2 CFHR5 CFI CFL1 CFP CGAS CH25H CHD1 CHD7 CHGA CHID1 CHIT1 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CHRM2 CHUK CIITA CITED1 CLDN1 CLDN3 CLDN6 CLDN9 CLEC10A CLEC12B CLEC17A CLEC2A CLEC4A CLEC4C CLEC4D CLEC4E CLEC4F CLEC4G CLEC4M CLEC5A CLEC6A CLEC7A CLNK CLPB CLPS CLU CMPK2 CNOT7 CNP CNPY3 CNR1 CNR2 COLEC10 COLEC11 COLEC12 CORO1A COTL1 CPS1 CPTP CR1 CR2 CRCP CREBBP CREBZF CRISP3 CRK CRP CRTAM CSF1 CSF1R CSF2 CSF2RB CSF3 CSNK1A1 CSNK2A1 CSNK2B CST11 CST9 CST9L CST9LP1 CTDP1 CTR9 CTSB CTSG CTSL CTSS CUBN CX3CL1 CX3CR1 CXADR CXCL1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL14 CXCL16 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 CXCR4 CYBA CYBB CYBC1 CYLD CYP1A1 CYP27B1 CYP2E1 CYRIB CYSRT1 DAB2IP DAG1 DAPK1 DAPK3 DCD DCLK1 DCST1 DDB1 DDIT4 DDX1 DDX17 DDX21 DDX39B DDX3X DDX56 DDX60 DDX60L DEFA1 DEFA1B DEFA3 DEFA4 DEFA5 DEFA6 DEFB1 DEFB103A DEFB103B DEFB104A DEFB104B DEFB105A DEFB105B DEFB106A DEFB106B DEFB107A DEFB107B DEFB108A DEFB108B DEFB109B DEFB110 DEFB112 DEFB113 DEFB114 DEFB115 DEFB116 DEFB118 DEFB119 DEFB121 DEFB123 DEFB124 DEFB125 DEFB126 DEFB127 DEFB128 DEFB129 DEFB130A DEFB130B DEFB131A DEFB131B DEFB132 DEFB133 DEFB134 DEFB135 DEFB136 DEFB4A DHX15 DHX16 DHX33 DHX36 DHX58 DHX9 DIO2 DMBT1 DNAJC3 DPP4 DRD2 DROSHA DTX3L DTX4 DUOX2 DUS2 DUSP10 DYNLT1 ECSIT EDN1 EDNRB EEA1 EEF1A1 EEF1G EFNB2 EFNB3 EGFR EIF2AK2 EIF2AK4 EIF4E2 EIF5A ELANE ELMOD2 EMILIN1 EMILIN2 ENDOD1 ENO1 EP300 EPG5 EPHA2 EPHB2 EPO EPPIN EPRS1 EPS15 EPX ERAP1 ERBIN EREG ESR1 EVPL EXOC1 EXOC2 EXOC7 EXOSC4 EXOSC5 EXT1 F11R F12 F2 F2R F2RL1 FABP4 FADD FAM20A FAM3A FASLG FASN FAU FBXL2 FBXO3 FBXO9 FCER1G FCER2 FCGR1A FCGR2B FCGR3A FCN1 FCN2 FCN3 FCRL3 FER FER1L6 FFAR2 FGA FGB FGF10 FGF19 FGFR2 FGL2 FGR FKBP5 FLNB FLOT1 FLOT2 FMO1 FMR1 FN1 FOS FOSL1 FOSL2 FOXP1 FOXP3 FPR2 FRK FUCA2 FURIN FYN FZD5 G3BP1 G3BP2 GALP GAPDH GARIN5A GAS6 GATA1 GATA3 GATA6 GBF1 GBP1 GBP2 GBP3 GBP4 GBP5 GBP6 GBP7 GCH1 GFER GFI1 GHSR GIGYF2 GIT1 GJB2 GJB6 GKN2 GNLY GP2 GPAM GPATCH3 GPC3 GPER1 GPM6A GPR108 GPR15 GPR15LG GPR31 GPS2 GPX1 GRAMD4 GRK2 GRN GSDMA GSDMB GSDMC GSDMD GSDME GSN GSTP1 GTF2F1 GYPA GZMA GZMB GZMH GZMM H19 H2BC10 H2BC11 H2BC12 H2BC12L H2BC21 H2BC4 H2BC6 H2BC7 H2BC8 HADHB HAMP HAVCR1 HAVCR2 HCK HDAC1 HDAC2 HDAC4 HDAC5 HERC5 HERC6 HEXIM1 HIF1A HK1 HLA-A HLA-B HLA-C HLA-DPA1 HLA-DRB1 HLA-E HLA-F HLA-G HMCN1 HMGA2 HMGB1 HMGB2 HMGB3 HMGCS2 HMGN2 HNRNPA0 HNRNPUL1 HP HPGD HPN HPX HRAS HRG HS3ST5 HSF1 HSP90AA1 HSP90AB1 HSPA1A HSPA1B HSPA8 HSPB1 HSPD1 HTN1 HTN3 HTR2A HYAL1 HYAL2 HYAL3 ICAM1 IDE IDO1 IER3 IFI16 IFI27 IFI35 IFI44 IFI44L IFI6 IFIH1 IFIT1 IFIT1B IFIT2 IFIT3 IFIT5 IFITM1 IFITM2 IFITM3 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR1 IFNAR2 IFNB1 IFNE IFNG IFNGR1 IFNGR2 IFNK IFNL1 IFNL2 IFNL3 IFNL4 IFNLR1 IFNW1 IGF2R IGHA1 IGHA2 IGHE IGHG1 IGHG2 IGHG3 IGHG4 IGHM IGKV3-20 IKBKB IKBKE IKBKG IKZF3 IL10 IL10RA IL10RB IL12A IL12B IL12RB1 IL12RB2 IL13 IL15 IL17A IL17F IL17RA IL17RC IL18 IL18BP IL18RAP IL1A IL1B IL1F10 IL1RAP IL1RL2 IL21 IL22RA1 IL23A IL23R IL24 IL25 IL27 IL27RA IL31RA IL33 IL34 IL36A IL36B IL36G IL36RN IL37 IL4 IL4R IL6 IL6R IL7R ILF3 ILRUN INAVA INHBB INPP5K INS INSR IPO5 IPO7 IRAK1 IRAK2 IRAK3 IRAK4 IRF1 IRF2 IRF3 IRF4 IRF5 IRF7 IRF8 IRF9 IRGC IRGM ISG15 ISG20 IST1 ITCH ITGA2 ITGA5 ITGAM ITGAV ITGAX ITGB1 ITGB3 ITGB5 ITGB6 ITGB7 ITGB8 ITLN1 IVNS1ABP JAGN1 JAK1 JAK2 JAK3 JCHAIN JPT2 JUN KAT5 KCNJ8 KIF5B KIR2DL4 KIR2DS2 KIR3DL1 KLHL6 KLK3 KLK5 KLK7 KLRB1 KLRC1 KLRC2 KLRC3 KLRC4 KLRC4-KLRK1 KLRD1 KLRF2 KLRG1 KLRK1 KMO KPNA3 KRT1 KRT16 KRT6A KRT8 KYAT1 KYNU LACC1 LACRT LAG3 LALBA LAMP1 LAMP3 LAMTOR5 LBP LCE3A LCE3B LCE3C LCK LCN2 LDLR LDOC1 LEAP2 LEF1 LEP LGALS1 LGALS3 LGALS4 LGALS8 LGALS9 LGR4 LIAS LILRA2 LILRA4 LILRA5 LILRB1 LILRB2 LITAF LOXL1 LPL LPO LRAT LRCH4 LRG1 LRP8 LRRC14 LRRC15 LRRC19 LRSAM1 LSM14A LSM5 LTA LTF LY6E LY86 LY9 LY96 LYAR LYG1 LYG2 LYN LYPD8 LYST LYZ LYZL4 LYZL6 MACROD2 MALT1 MAOB MAP2K3 MAP2K6 MAP2K7 MAP3K14 MAP3K5 MAP3K7 MAP4K2 MAPK1 MAPK11 MAPK14 MAPK3 MAPK8 MAPKAPK2 MAPKAPK3 MAPKBP1 MARCHF2 MARCO MARK4 MASP1 MASP2 MATR3 MAVS MBL2 MCOLN2 MECP2 MED1 MEF2C MEFV METTL3 MFHAS1 MGST2 MIAT MICA MICB MID2 MIF MIR105-1 MIR128-1 MIR130A MIR140 MIR141 MIR142 MIR146A MIR149 MIR17 MIR181B1 MIR187 MIR19A MIR19B1 MIR20A MIR21 MIR221 MIR222 MIR223 MIR224 MIR26B MIR29B1 MIR302A MIR30C1 MIR342 MIR421 MIR433 MIR520B MIR520E MIR545 MIR675 MIR6869 MIR708 MIR758 MIR766 MIR95 MIRLET7B MIRLET7I MLH1 MLKL MMP12 MMP3 MMP8 MMP9 MMRN2 MNDA MOG MORC3 MOV10 MPEG1 MPO MR1 MRC1 MS4A1 MSRB1 MST1R MTDH MUC2 MUC7 MUL1 MX1 MX2 MYD88 MYO1C N4BP1 N4BP3 NAALADL2 NAGK NAGLU NAIP NAPEPLD NCAM1 NCBP1 NCBP3 NCF1 NCF2 NCK1 NCR1 NCR3 NCR3LG1 NDUFAF4 NECTIN1 NECTIN2 NECTIN3 NECTIN4 NEDD4 NEK7 NEURL3 NFE2L2 NFIB NFKB1 NFKB2 NFKBIA NFKBIB NFKBIL1 NFKBIZ NINJ1 NKG7 NLRC3 NLRC4 NLRC5 NLRP1 NLRP10 NLRP2 NLRP2B NLRP3 NLRP4 NLRP6 NLRP7 NLRP9 NLRX1 NMB NMBR NMI NOCT NOD1 NOD2 NONO NOP53 NOS1 NOS2 NOS3 NOTCH1 NOTCH2 NPC1 NPC2 NPLOC4 NQO1 NR1D1 NR1H2 NR1H3 NR1H4 NR4A1 NRP1 NRROS NT5C2 NT5C3A NUB1 NUCKS1 NUGGC NUP153 OAS1 OAS2 OAS3 OASL OCIAD2 ODC1 OPRK1 OPTN OTOP1 OTUD4 OTUD5 OTULIN P2RX7 P4HB PABPN1 PADI4 PAF1 PAIP1 PAK1 PAK2 PAK3 PALM3 PARP1 PARP14 PARP9 PC PCBP2 PCK1 PCK2 PCSK1 PDCD1LG2 PDCD4 PDE12 PDE4B PDPK1 PELI1 PELI3 PENK PF4 PF4V1 PGC PGLYRP1 PGLYRP2 PGLYRP3 PGLYRP4 PHB1 PHB2 PI3 PI4KA PIK3AP1 PIK3C2G PIK3C3 PIK3CD PIK3CG PIK3R1 PIK3R6 PIKFYVE PIM2 PJA2 PLA2G10 PLA2G1B PLA2G2A PLA2G2F PLA2G5 PLA2G6 PLAA PLAAT3 PLAC8 PLCG2 PLD4 PLEKHM2 PLG PLPP6 PLSCR1 PLSCR3 PLSCR4 PMAIP1 PML POLR3A POLR3B POLR3C POLR3D POLR3E POLR3F POLR3G POLR3H POLR3K POU2AF1 POU2F2 POU2F3 PPARA PPARG PPBP PPIA PPIB PPID PPM1B PPM1D PPM1E PPP1R11 PPP1R14B PPP2CA PPP2R3C PPP6C PQBP1 PRB3 PRDM1 PRDX1 PRDX2 PRDX3 PRF1 PRG2 PRKCA PRKCD PRKCE PRKD1 PRKDC PRKN PRKRA PRLR PRPF8 PRSS2 PRSS3 PRTN3 PSMA2 PSMC3 PSPC1 PSTPIP1 PTAFR PTGER1 PTGER2 PTGER4 PTGFR PTGIR PTGS2 PTK6 PTPN1 PTPN11 PTPN2 PTPN22 PTPN6 PTPRC PTPRS PTX3 PUM1 PUM2 PVR PYCARD PYDC1 PYDC2 PYDC5 PYGL PYHIN1 RAB11FIP2 RAB14 RAB1A RAB20 RAB27A RAB29 RAB2B RAB43 RAB5A RAB7A RAB7B RAB9A RAET1E RAET1G RAF1 RAG2 RARA RARRES2 RASGRP1 RBBP9 RBCK1 RBM14 RBM47 RBPJ REG1A REG1B REG3A REG3G REG4 REL RELA RELB REN REST RFPL1 RFPL2 RFPL3 RFPL4A RFPL4AL1 RFTN1 RGS1 RHOA RIGI RIOK3 RIPK2 RIPK3 RNASE1 RNASE10 RNASE11 RNASE12 RNASE13 RNASE2 RNASE3 RNASE4 RNASE6 RNASE7 RNASE8 RNASE9 RNASEK RNASEL RNASET2 RNF125 RNF135 RNF166 RNF185 RNF19B RNF213 RNF216 RNF26 RNF31 RNF5 ROCK2 ROMO1 RPL13A RPL30 RPL39 RPS15A RPS19 RPS6KA3 RPS6KB1 RPSA RRP1B RSAD2 RTN4 RTP4 S100A12 S100A14 S100A7 S100A8 S100A9 SAMD9 SAMHD1 SAP30 SAP30BP SARM1 SASH1 SBNO2 SCARA3 SCARB1 SCARB2 SCGB1A1 SCIMP SCN7A SCNN1B SDHAF4 SEC14L1 SEH1L SELE SELENOK SELENOS SELP SELPLG SEMG1 SEMG2 SENP7 SERINC3 SERINC5 SERPINB3 SERPINB4 SERPINB9 SERPINE1 SERPING1 SETD2 SFPQ SFTPD SH2D1A SH2D1B SHARPIN SHC1 SHFL SHMT2 SHPK SIGIRR SIGLEC1 SIGLEC10 SIGLEC16 SIN3A SIRPA SIRT2 SIVA1 SKP2 SLAMF1 SLAMF6 SLAMF7 SLAMF8 SLC10A1 SLC10A2 SLC11A1 SLC15A2 SLC15A3 SLC15A4 SLC17A5 SLC1A5 SLC20A2 SLC22A5 SLC26A6 SLC30A1 SLC30A8 SLC3A2 SLC46A2 SLC52A1 SLC52A2 SLC7A1 SLC7A5 SLC9A9 SLFN11 SLFN13 SLPI SMAD3 SMAD6 SMARCA4 SMARCB1 SMC5 SMC6 SMPD1 SMPDL3B SNCA SNW1 SNX3 SOD2 SP1 SP100 SPAG11A SPAG11B SPI1 SPINK5 SPIRE1 SPN SPON2 SPRR2A SRC SRMS SRPK1 SRPK2 SRR SSC5D ST13 ST6GALNAC1 STAB1 STAB2 STAP1 STAT1 STAT2 STAT5B STATH STING1 STMN1 STMP1 STOM STX4 STX8 STXBP1 STXBP3 STXBP4 SUSD4 SYK SYNCRIP SYT11 TAB2 TAB3 TAF11 TANK TAP2 TARBP2 TARDBP TARM1 TASL TAX1BP1 TBC1D20 TBK1 TBKBP1 TBX21 TBXA2R TDGF1 TENT5A TF TFAP4 TFEB TFRC TGFB1 TH THBD THOC1 THOC2 THOC3 THOC5 THOC6 THOC7 THRSP TICAM1 TICAM2 TIFA TIFAB TIRAP TKFC TLR1 TLR10 TLR2 TLR3 TLR4 TLR5 TLR6 TLR7 TLR8 TLR9 TMED1 TMEM106A TMEM126A TMEM229B TMEM255A TMEM33 TMEM41B TMEM43 TMEM45B TMF1 TMPRSS2 TMPRSS4 TNF TNFAIP3 TNFAIP8L2 TNFRSF11A TNFRSF14 TNFRSF1A TNFRSF1B TNFRSF4 TNFSF4 TNFSF8 TNIP1 TNIP2 TNIP3 TOLLIP TOMM70 TP53 TPCN1 TPCN2 TPT1 TRAC TRAF2 TRAF3 TRAF3IP1 TRAF3IP2 TRAF4 TRAF6 TRAFD1 TRAV1-1 TRAV1-2 TRAV10 TRAV13-1 TRAV13-2 TRAV17 TRAV20 TRAV21 TRAV24 TRAV25 TRAV26-1 TRAV26-2 TRAV27 TRAV30 TRAV34 TRAV35 TRAV36DV7 TRAV39 TRAV4 TRAV5 TRAV6 TRAV7 TRDN TRDV1 TRDV2 TRDV3 TREM1 TREM2 TREML1 TREML4 TREX1 TRGV2 TRGV3 TRGV4 TRGV5 TRGV8 TRGV9 TRIB1 TRIL TRIM10 TRIM11 TRIM13 TRIM14 TRIM15 TRIM21 TRIM22 TRIM23 TRIM25 TRIM26 TRIM27 TRIM28 TRIM29 TRIM3 TRIM31 TRIM32 TRIM34 TRIM35 TRIM38 TRIM4 TRIM40 TRIM41 TRIM43 TRIM43B TRIM44 TRIM48 TRIM49 TRIM49B TRIM49C TRIM49D1 TRIM49D2 TRIM5 TRIM51 TRIM51G TRIM52 TRIM56 TRIM58 TRIM59 TRIM6 TRIM62 TRIM64 TRIM64B TRIM64C TRIM65 TRIM68 TRIM7 TRIM77 TRIM8 TRIML1 TRIML2 TSG101 TSLP TSPAN32 TSPAN6 TSPO TTC4 TTLL12 TUBB TUBB4B TUSC2 TXK TYK2 TYRO3 TYROBP UBA7 UBD UBE2K UBE2L6 UBE2N UBE2W UBL7 UBQLN1 UFD1 UGT1A1 ULBP1 ULBP2 ULBP3 UMOD UNC13D UNC93B1 UPF1 UPK1B URI1 USP14 USP15 USP17L2 USP18 USP20 USP27X USP29 USP38 USP44 USP50 USP7 UVRAG VAMP2 VAMP3 VAMP7 VAMP8 VAPA VAV1 VCAM1 VEGFD VGF VIL1 VIM VNN1 VPS18 VPS26B VPS37B VPS4A VPS4B VSIG4 VTCN1 VWCE WAS WASL WDFY1 WDFY4 WDR83 WFDC10A WFDC10B WFDC11 WFDC12 WFDC13 WFDC2 WFDC3 WFDC5 WFDC9 WIPF1 WIPI2 WNT5A WRNIP1 WWP1 WWP2 XBP1 XCL1 XCL2 XIAP XPR1 XRCC5 XRCC6 YES1 YJU2B YTHDC2 YTHDF2 YTHDF3 YWHAZ ZAP70 ZBED1 ZBP1 ZBTB1 ZC3H12A ZC3HAV1 ZCCHC3 ZDHHC1 ZDHHC11 ZDHHC12 ZDHHC18 ZDHHC20 ZDHHC5 ZDHHC8 ZDHHC9 ZFP36 ZFYVE1 ZG16 ZMPSTE24 ZMYND11 ZNF175 ZNF502 ZNF639 ZNF683 ZNFX1 ZNRF1 ZNRF4 ZYX GOBP_BIOLOGICAL_PROCESS_INVOLVED_IN_INTRASPECIES_INTERACTION_BETWEEN_ORGANISMS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BIOLOGICAL_PROCESS_INVOLVED_IN_INTRASPECIES_INTERACTION_BETWEEN_ORGANISMS ATXN1 ATXN1L AVP AVPR1A BBS4 BPIFA1 BRINP1 CHD8 CHRNB2 CIC CLN8 CNTNAP2 CX3CR1 DLG4 DRD3 DRD4 DVL1 EIF4EBP2 EN1 EXT1 GAD1 GNG8 GRID1 GRP GRPR KCNQ1 LTF MAPK8IP2 MECP2 MKKS NLGN2 NLGN3 NLGN4X NLGN4Y NPAS4 NR2E1 NRXN1 NRXN2 NRXN3 OXTR PCM1 PTCHD1 PTEN RPTOR SEPTIN5 SHANK1 SHANK2 SHANK3 SLC6A4 TBX1 TH TREM2 UCN VPS13A GOBP_BIOLOGICAL_PROCESS_INVOLVED_IN_SYMBIOTIC_INTERACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BIOLOGICAL_PROCESS_INVOLVED_IN_SYMBIOTIC_INTERACTION ACE2 AGTR1 AKT1 ALYREF ANPEP APCS APOBEC3H APOE APOL1 ARG1 ARL8B AVP AVPR1B AXL AZU1 BCL2L1 BECN1 BPIFA1 BSG CAMP CARD9 CAV1 CAV2 CBL CCL3 CCL4 CCL5 CCL8 CCNK CCNT1 CCR5 CD209 CD4 CD46 CD55 CD74 CD80 CD81 CD86 CDC42 CDHR3 CDK1 CDK9 CFHR1 CFHR2 CFHR5 CFL1 CH25H CHD1 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CIITA CLDN1 CLDN6 CLDN9 CLEC4G CLEC4M CLEC5A CR1 CR2 CSF1R CTDP1 CTSB CTSG CTSL CX3CR1 CXADR CXCL6 CXCL8 CXCR4 CYSRT1 DAG1 DCD DDB1 DDX39B DDX56 DEFA1 DEFA1B DEFA5 DEFB103A DEFB103B DPP4 DYNLT1 EEA1 EEF1A1 EFNB2 EFNB3 EGFR EIF2AK4 ELANE EP300 EPHA2 EPS15 EXOC2 EXOC7 F11R F2 F2RL1 FASN FBXL2 FCN1 FCN3 FMR1 FN1 FUCA2 FURIN GAPDH GAS6 GPR15 GPX1 GRK2 GSN GYPA HAVCR1 HDAC1 HLA-DRB1 HMGA2 HMGB1 HPN HRG HS3ST5 HSP90AB1 HSPA1A HSPA1B HSPA8 HSPD1 HTR2A HYAL2 ICAM1 IDE IFI27 IFIT1 IFITM1 IFITM2 IFITM3 IFNA2 IGF2R ILF3 INHBB INPP5K INSR IST1 ITCH ITGA2 ITGA5 ITGAV ITGB1 ITGB3 ITGB5 ITGB6 ITGB7 JAK2 JPT2 JUN KPNA3 KRT6A LAMP1 LAMP3 LDLR LEF1 LGALS1 LGALS9 LRRC15 LRRC19 LTF LY6E MBL2 MID2 MIR130A MIR141 MIR221 MIR222 MIR30C1 MOG MRC1 MUC2 MYD88 NAPEPLD NCAM1 NECTIN1 NECTIN2 NECTIN3 NECTIN4 NLRP6 NOD2 NPC1 NRP1 NUCKS1 NUP153 P4HB PAIP1 PC PF4 PGLYRP1 PGLYRP2 PGLYRP3 PHB1 PI4KA PIK3C2G PIK3C3 PIKFYVE PLG PLSCR1 POU2F3 PPARA PPIA PPIB PPID PRKN PSMC3 PTX3 PVR RAB29 RAB5A RAB7A RAB9A REST RFPL1 RFPL2 RFPL3 RFPL4A RFPL4AL1 RNASEK ROCK2 ROMO1 RPSA RRP1B SAP30 SAP30BP SCARB1 SCARB2 SCNN1B SELPLG SERPINB3 SIGLEC1 SIVA1 SLAMF1 SLC10A1 SLC1A5 SLC20A2 SLC3A2 SLC52A1 SLC52A2 SLC7A1 SMARCA4 SMARCB1 SMC5 SMC6 SMPD1 SNW1 SNX3 SP1 SPRR2A SRC ST6GALNAC1 STOM TAF11 TARDBP TBC1D20 TFAP4 TFRC THOC1 THOC2 THOC3 THOC5 THOC6 THOC7 TMEM41B TMPRSS2 TMPRSS4 TNFRSF14 TNFRSF4 TPCN1 TPCN2 TREM1 TRIM10 TRIM11 TRIM21 TRIM22 TRIM25 TRIM26 TRIM31 TRIM34 TRIM38 TRIM5 TRIM58 TRIM59 TRIM6 TRIM62 TRIM68 TRIM8 TSG101 TUSC2 TYRO3 UVRAG VAMP8 VAPA VPS18 VPS37B VPS4A VPS4B WWP1 WWP2 XPR1 YTHDC2 ZBED1 ZC3H12A ZDHHC20 ZDHHC8 ZDHHC9 ZFYVE1 ZNF502 ZNF639 GOBP_BIOMINERAL_TISSUE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BIOMINERAL_TISSUE_DEVELOPMENT ACTN3 ACVR1 ACVR2A ACVR2B ADGRV1 ADRB2 AHSG ALOX15 ALOX5 ALPL AMBN AMELX AMELY AMTN ANKH ANO6 ASPN ATF4 ATG4B ATP2B1 ATRAID AXIN2 BCOR BGLAP BMP2 BMP2K BMP4 BMP6 BMP7 BMPR1A BMPR1B BMPR2 CCDC154 CCL3 CCN1 CCR1 CEBPB CEMP1 CER1 CFTR CLEC3B CNNM4 COL1A1 COL1A2 COMP CYP27B1 DDR2 DMP1 DSPP ECM1 EIF2AK3 ENAM ENPP1 ERCC2 FAM20A FAM20C FAM83H FBN2 FBXL15 FBXO5 FGF23 FGFR2 FGFR3 FGR FOSL2 FZD9 GAS6 GATA1 GPC3 GPM6B GREM1 HEY1 HEY2 HIF1A HTN1 HTN3 IBSP IFITM5 IFT80 IGF1 ISG15 ITGB1BP1 ITGB6 KL KLF10 KLK4 LEP LGR4 LOX LTBP3 LTF MATN1 MEF2C MEPE MGP MINPP1 MIR208A MMP13 MMP20 MSX2 NBR1 NECTIN1 NELL1 NOS3 NOTCH1 NOTUM OC90 ODAM ODAPH OSR1 OSR2 OTOL1 OTOP1 P2RX7 PHEX PHOSPHO1 PKDCC PPARA PRICKLE1 PTGS2 PTH PTH1R PTHLH PTK2B PTN RFLNA RFLNB ROCK1 ROCK2 ROR2 RSPO2 RXRA RXRB S1PR1 SBDS SBNO2 SGMS2 SLC20A1 SLC20A2 SLC24A3 SLC24A4 SLC4A2 SLC8A1 SMAD3 SMPD3 SNX10 SOX9 SP7 SPP1 SRGN STATH STIM1 TBX1 TCIRG1 TENT5A TFAP2A TFIP11 TGFB1 TMEM119 TMEM38B TRPM4 TSPEAR TUFT1 TWIST1 TXLNG VDR WDR72 WLS WNT10B WNT11 WNT4 WNT6 ZBTB40 ZMPSTE24 GOBP_BLASTOCYST_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BLASTOCYST_DEVELOPMENT ACTL6A ACVR1C ADA AGBL4 AKAP3 ARHGDIG ASF1B BCOR BRCA2 BYSL CAPN2 CCDC24 CCDC62 CCNB1IP1 CDX2 CHEK1 CITED2 CMTM3 CNOT1 CNOT2 CNOT3 COPS2 CTR9 CUL3 DAD1 ELF3 EMG1 EOMES ETV2 FBLL1 FURIN GABPA GINS1 GINS4 HAND1 HNF1B HOPX HORMAD1 HS3ST6 IGF1 INTS1 JUNB KDM4C KLF4 KPNA7 LATS1 LATS2 LPAR6 MATR3 MED21 MFN2 MFNG N4BP2L2 NASP NBN NCAPG2 NDEL1 NDUFA2 NECAB1 NEK2 NLE1 NODAL NPM2 PALB2 PELO PEMT PHF6 PLPP4 PNLDC1 POU5F1 PPP1CC PPP4R4 PRDM14 PSMC4 PTPN18 RAD51B RBBP8 RBM46 RPL13 RPL7L1 RRM2 RRP7A RTF1 RTN4 SALL4 SBDS SF3B6 SKIL SLC25A34 SLC35E2B SMARCB1 SMIM14 SOX17 SP3 SPECC1 SPIC SRF ST8SIA6 STMN3 SUPT6H TAF8 TBL1XR1 TEAD4 TET1 TGFBR1 TM4SF1 TTLL1 TTLL4 UBTFL1 WDR74 XAB2 YAP1 ZBED6 ZNF830 ZP3 ZPR1 GOBP_BLASTOCYST_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BLASTOCYST_FORMATION ACTL6A ADA BYSL CCNB1IP1 CDX2 CITED2 CNOT1 CNOT2 CNOT3 CTR9 CUL3 EOMES FURIN GABPA HAND1 HNF1B HOPX JUNB KDM4C LATS1 LATS2 MATR3 MFN2 MFNG NLE1 NODAL PNLDC1 PRDM14 PTPN18 RBM46 RPL7L1 RRP7A RTN4 SF3B6 SKIL SOX17 SP3 SRF SUPT6H TEAD4 TET1 TM4SF1 WDR74 YAP1 ZP3 GOBP_BLASTOCYST_GROWTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BLASTOCYST_GROWTH ACVR1C BRCA2 CHEK1 COPS2 CTR9 GINS1 GINS4 IGF1 INTS1 NBN NCAPG2 NDEL1 PALB2 PELO RAD51B RTF1 SALL4 SBDS TAF8 UBTFL1 ZNF830 ZPR1 GOBP_BLASTODERM_SEGMENTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BLASTODERM_SEGMENTATION BASP1 DCANP1 FRS2 FZD5 HOXD8 LAMA5 NEUROG1 NRP1 NRP2 PCSK6 PLD6 SEMA3F SHH TASOR TBX3 TBXT TDGF1 TDRD1 TDRD5 TDRD6 TDRD7 TDRKH TIFAB WNT5A WT1 GOBP_BLEB_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BLEB_ASSEMBLY ANLN ANO6 EMP1 EMP2 EMP3 LPAR1 LPAR3 MYLK P2RX7 PMP22 ROCK1 GOBP_BLOOD_COAGULATION_FIBRIN_CLOT_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BLOOD_COAGULATION_FIBRIN_CLOT_FORMATION APOH F12 F13A1 F13B F8 FBLN1 FGA FGB FGG FLNA GP1BA GP1BB GP5 GP9 ITGB3 THBD GOBP_BLOOD_COAGULATION_INTRINSIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BLOOD_COAGULATION_INTRINSIC_PATHWAY APOH F12 F8 FLNA GP1BA GP1BB GP5 GP9 GOBP_BLOOD_VESSEL_ENDOTHELIAL_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BLOOD_VESSEL_ENDOTHELIAL_CELL_DIFFERENTIATION CCM2 DLL1 FOXJ2 HEY1 HEY2 KDR LIPA MIR10A MIR34A NOTCH1 NRP1 PROX1 RBPJ TMEM100 GOBP_BLOOD_VESSEL_ENDOTHELIAL_CELL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BLOOD_VESSEL_ENDOTHELIAL_CELL_MIGRATION ABL1 ACVRL1 ADAM17 ADTRP AGTR2 AKT1 AKT3 AMOT ANGPT1 ANGPT2 ANGPT4 ANXA1 APOA1 APOE ATP2B4 ATP5F1A ATP5F1B CARD10 CD40 CDH5 CIB1 CLEC14A CLN3 CSNK2B CYP1B1 DLL4 EFNA1 EFNB2 EGR3 EMP2 EPHA2 EPHB4 ETS1 FBXW7 FGF18 FGF2 FGFBP1 FGFR1 FOXC2 GADD45A GATA2 GDF2 GPLD1 GPX1 GREM1 HDAC5 HDAC7 HDAC9 HIF1A HMGB1 HMOX1 HRG HSPB1 ID1 ITGB1 ITGB1BP1 JCAD JUP KDR KLF4 MAP2K3 MAP2K5 MAP3K3 MAPK14 MECP2 MEF2C MEOX2 MIA3 MIR101-1 MIR10A MIR10B MIR126 MIR129-1 MIR132 MIR133B MIR135B MIR137 MIR143 MIR146A MIR149 MIR150 MIR152 MIR15A MIR15B MIR16-1 MIR188 MIR193A MIR196A1 MIR199A1 MIR19B1 MIR200A MIR200B MIR200C MIR204 MIR205 MIR206 MIR20A MIR210 MIR212 MIR22 MIR221 MIR2355 MIR23A MIR24-1 MIR26A1 MIR27A MIR27B MIR296 MIR29C MIR30A MIR31 MIR320A MIR329-1 MIR342 MIR361 MIR410 MIR424 MIR483 MIR487B MIR492 MIR494 MIR495 MIR497 MIR499A MIR503 MIR505 MIR640 MIR885 MIR92A1 MIR939 MIRLET7F1 MMRN2 MYH9 NF1 NFE2L2 NOS3 NOTCH1 NR2E1 NR4A1 NRP1 NUS1 P2RX4 PDCD10 PDGFB PDPK1 PIK3C2A PIK3R3 PLCG1 PLG PLK2 PPARG PRCP PRKCA PRKD1 PRKD2 PTGS2 PTK2B RGCC RHOA RHOJ ROBO1 SCARB1 SH3BP1 SIRT1 SLIT2 SOX18 SP1 SPRED1 SRF SRPX2 STARD13 STAT5A TBXA2R TDGF1 TGFB1 THBS1 TMSB4X TNF VASH1 VEGFA VEGFC VHL GOBP_BLOOD_VESSEL_ENDOTHELIAL_CELL_PROLIFERATION_INVOLVED_IN_SPROUTING_ANGIOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BLOOD_VESSEL_ENDOTHELIAL_CELL_PROLIFERATION_INVOLVED_IN_SPROUTING_ANGIOGENESIS ACVRL1 AGTR1 APELA APLNR BMP4 BMPER DLL4 EPHA2 FGF2 FGFBP1 GATA2 HMOX1 IL12A IL12B ITGB1BP1 JCAD MIR101-1 MIR10A MIR10B MIR126 MIR132 MIR146A MIR149 MIR15A MIR15B MIR16-1 MIR193A MIR21 MIR222 MIR2355 MIR23A MIR24-1 MIR26A1 MIR27A MIR27B MIR29C MIR342 MIR361 MIR410 MIR424 MIR483 MIR487B MIR494 MIR495 MIR497 MIR503 MIRLET7B MMRN2 NGFR NRARP PDCD10 PPP1R16B SEMA5A THBS1 VEGFA GOBP_BLOOD_VESSEL_MATURATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BLOOD_VESSEL_MATURATION ACVRL1 ANKRD17 CDH5 DDIT3 LYL1 MMP2 RECK S1PR1 GOBP_BLOOD_VESSEL_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BLOOD_VESSEL_MORPHOGENESIS AAMP ABCC8 ABL1 ACE ACKR3 ACTG1 ACVR1 ACVRL1 ADAM12 ADAM15 ADAM8 ADAMTS1 ADAMTS9 ADGRA2 ADGRB1 ADGRB2 ADGRB3 ADGRF5 ADGRG1 ADIPOR2 ADM ADM2 ADRA2B ADTRP AGGF1 AGO1 AGO2 AGTR1 AIMP1 AKT1 AKT3 ALOX5 AMOT AMOTL1 AMOTL2 ANG ANGPT1 ANGPT2 ANGPT4 ANGPTL3 ANGPTL4 ANGPTL6 ANPEP ANXA1 ANXA2 ANXA3 APELA APLN APLNR APOB APOD APOE APOH APOLD1 AQP1 ARHGAP22 ARHGAP24 ARID2 ASB4 ATF2 ATP2B4 ATP5F1B ATP5IF1 B4GALT1 BAK1 BAX BCAS3 BMP4 BMPER BMPR1A BMPR2 BRCA1 BSG BTG1 C1GALT1 C3 C3AR1 C5AR1 CALCRL CALD1 CAMP CARD10 CASP8 CAV1 CCBE1 CCDC134 CCL2 CCL24 CCM2 CCN1 CCN2 CCN3 CCN6 CCR2 CCR3 CD160 CD34 CD40 CD47 CDH13 CDH2 CDH5 CEACAM1 CELA1 CEMIP2 CHD7 CHI3L1 CHRNA7 CIB1 CITED1 CITED2 CLDN5 CLEC14A CLIC4 CMA1 CNMD COL15A1 COL18A1 COL27A1 COL3A1 COL4A1 COL4A2 COL4A3 COL8A1 COL8A2 COMP CREB3L1 CSPG4 CTNNB1 CTSH CUL7 CX3CL1 CX3CR1 CXCL10 CXCL13 CXCL17 CXCL8 CXCR2 CXCR3 CXCR4 CYBB CYP1B1 CYSLTR1 DAB2IP DAG1 DCN DDAH1 DLL1 DLL4 E2F2 E2F7 E2F8 ECM1 ECSCR EDN1 EDN2 EDNRA EFEMP2 EFNA1 EFNA3 EFNB2 EGF EGFL7 EGLN1 EGR3 EIF2AK3 ELK3 EMC10 EMILIN1 EMILIN2 EMP2 ENG ENPEP EPAS1 EPGN EPHA1 EPHA2 EPHB1 EPHB2 EPHB3 EPHB4 EPN1 EPN2 ERAP1 ERBB2 EREG ESM1 ETS1 ETV2 EYA1 F3 FAP FASLG FBXW7 FGF1 FGF10 FGF16 FGF18 FGF2 FGF6 FGF8 FGF9 FGFBP1 FGFR2 FKBP10 FKBPL FLNA FLT1 FLT4 FMNL3 FN1 FOLR1 FOXC1 FOXC2 FOXF1 FOXH1 FOXJ2 FOXN1 FOXO4 FUT1 FZD4 FZD5 FZD8 GAB1 GADD45A GATA2 GATA4 GATA6 GBX2 GDF2 GHRL GHSR GJA5 GJC1 GLMN GLUL GNA13 GPLD1 GPNMB GPR15 GPR4 GPX1 GREM1 GRN GTF2I HAND1 HAND2 HAS2 HDAC5 HDAC7 HDAC9 HEG1 HES1 HEY1 HEY2 HGS HHEX HIF1A HIF1AN HIF3A HIPK1 HIPK2 HK2 HLA-G HMGA2 HMOX1 HOXA1 HOXA13 HOXA3 HOXA5 HOXA7 HOXB13 HOXB3 HPGD HPSE HRG HS6ST1 HSPB1 HSPB6 HSPG2 HTATIP2 HYAL1 ID1 IHH IL10 IL12A IL12B IL17F IL18 IL1A IL1B IL6 ISL1 ISM1 ITGA2B ITGA5 ITGAV ITGAX ITGB1 ITGB1BP1 ITGB3 ITGB8 JAG1 JAK1 JAM3 JCAD JMJD6 JMJD8 JUNB JUP KDR KLF2 KLF4 KLF5 KLK3 KRIT1 KRT1 LAMA1 LDLR LEF1 LEP LEPR LOX LOXL2 LRG1 LRP1 LRP2 LRP5 MAP2K5 MAP3K3 MAPK14 MAPK7 MCAM MDK MECP2 MED1 MEIS1 MEOX2 MFGE8 MIA3 MINAR1 MINAR2 MIR1-1 MIR101-1 MIR106B MIR10A MIR10B MIR1224 MIR125A MIR125B1 MIR126 MIR1298 MIR130A MIR132 MIR137 MIR138-1 MIR143 MIR145 MIR146A MIR149 MIR150 MIR153-1 MIR15A MIR15B MIR16-1 MIR17 MIR181B1 MIR185 MIR188 MIR18A MIR1908 MIR193A MIR196A1 MIR199A1 MIR199B MIR19A MIR19B1 MIR200B MIR200C MIR205 MIR206 MIR20A MIR20B MIR21 MIR210 MIR212 MIR214 MIR217 MIR22 MIR221 MIR222 MIR2355 MIR23A MIR24-1 MIR26A1 MIR27A MIR27B MIR296 MIR29A MIR29B1 MIR29C MIR30A MIR30B MIR30C1 MIR30E MIR31 MIR320A MIR329-1 MIR342 MIR34A MIR34B MIR34C MIR361 MIR375 MIR377 MIR378A MIR410 MIR424 MIR451A MIR483 MIR487B MIR492 MIR494 MIR495 MIR497 MIR503 MIR505 MIR640 MIR885 MIR92A1 MIR939 MIR99B MIRLET7B MIRLET7F1 MIRLET7G MMP14 MMP19 MMP2 MMRN2 MTDH MYDGF MYH9 MYLK MYO18B MYO1E MYOCD NAA15 NAGLU NAXE NCL NDNF NDP NF1 NFATC4 NFE2L2 NGFR NIBAN2 NINJ1 NKX2-5 NODAL NOG NOS3 NOTCH1 NOTCH2 NOTCH3 NOTCH4 NOX1 NOX5 NPPB NPPC NPR1 NPR2 NPR3 NPRL3 NR2E1 NR2F2 NR4A1 NRARP NRCAM NRP1 NRP2 NTRK2 NUS1 OR10J5 OTULIN OVOL2 PAK4 PANK2 PARVA PAXIP1 PDCD10 PDCD6 PDCL3 PDE3B PDGFA PDGFRA PDGFRB PDPK1 PF4 PGF PGK1 PIK3C2A PIK3CA PIK3CB PIK3CD PIK3CG PIK3R3 PIK3R6 PKD2 PKM PKNOX1 PLCD3 PLCG1 PLK2 PLXDC1 PLXND1 PML POFUT1 PPARG PPP1R16B PPP3R1 PRCP PRDM1 PRKCA PRKCB PRKD1 PRKD2 PRKX PRL PROK1 PROK2 PROX1 PRRX1 PTGIS PTGS2 PTK2 PTK2B PTPRB PTPRM PXDN QKI RAMP1 RAMP2 RAP1A RAPGEF2 RAPGEF3 RASA1 RASIP1 RBM15 RBPJ RECK RGCC RHOA RHOB RHOJ RIN2 RLN2 RNF213 RNH1 ROBO1 ROBO4 ROCK1 ROCK2 RORA RRAS RSPO3 RUNX1 S100A1 S100A7 S1PR1 SARS1 SASH1 SAT1 SCG2 SEC24B SEMA3E SEMA4A SEMA5A SEMA6A SERPINE1 SERPINF1 SERPINF2 SETD2 SFRP1 SFRP2 SGCD SGPL1 SH2D2A SHB SHC1 SHH SIRT1 SIRT6 SIX1 SLC12A2 SLC12A6 SLC1A1 SLC31A1 SLC39A12 SLIT2 SMAD1 SMAD7 SMO SMOC2 SOS1 SOX17 SOX18 SOX4 SP1 SP100 SPARC SPHK1 SPI1 SPINK5 SPRED1 SPRY2 SRF SRPK2 SRPX2 STAB1 STAB2 STARD13 STAT1 STAT3 STIM1 STK4 STRA6 SULF1 SYK SYNJ2BP TAFA5 TAL1 TBX1 TBX2 TBX20 TBX4 TBX5 TBX6 TBXA2R TCF21 TDGF1 TEAD2 TEK TERT TFAP2B TGFA TGFB1 TGFB2 TGFBI TGFBR1 TGFBR2 TGFBR3 THBS1 THBS2 THBS4 THSD7A THY1 TIE1 TIPARP TJP1 TLR3 TMEM100 TMEM215 TMIGD2 TNF TNFAIP2 TNFAIP3 TNFRSF12A TNFSF12 TNMD TNN TNNI3 TSPAN12 TSPAN18 TWIST1 TYMP UBP1 UNC5B VASH1 VASH2 VAV2 VAV3 VEGFA VEGFB VEGFC VEGFD VEZF1 VHL VPS4B VSTM4 WARS1 WARS2 WASF2 WNK1 WNT11 WNT4 WNT5A WNT7A WNT7B WT1 XBP1 XDH YAP1 YJEFN3 ZC3H12A ZFP36L1 ZFPM2 ZMIZ1 ZNF304 GOBP_BLOOD_VESSEL_REMODELING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BLOOD_VESSEL_REMODELING ACE ACVR2B ACVRL1 AGT AGTR2 ATG5 ATP7A AXL BAK1 BAX BCR BMPR2 CBS CCR2 CEACAM1 CHD7 CRB1 CST3 DBH DLL4 EDNRA ENSG00000274276 EPAS1 EXT1 FGF10 FGF8 FLNA FLT4 FOXC1 FOXC2 HOXA3 HRG JAG1 LIF MDM2 MEF2C MIR143 MIR17 MIR20A MIR27B MIR29B1 NDP NOS3 NPPC NPR2 NPR3 RBPJ RSPO3 SEMA3C TGFB1 TMBIM1 GOBP_BODY_FLUID_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BODY_FLUID_SECRETION ADA ADORA1 AGR2 ALOX12B ANO1 APLN AQP1 AQP5 ATG5 ATP7A ATP7B CAD CAV1 CCND1 CDO1 CEL CELSR2 CHRM1 CHRM3 COPA CREB1 CSN2 CSN3 CYBA DCANP1 DDR1 EDN1 ERBB4 FGF10 FOSL2 FOXB1 GHRHR GPAT4 GUCA1B HIF1A HK2 HTR4 KCNN4 LACRT MED1 MT-CO2 MTCO2P12 MTX1 MUC2 NCOA1 NCOR2 NEURL1 NEUROG1 NLRP6 NME1 NPPB NPR1 NR1H2 NR1H3 OAS2 OPRK1 OXTR P2RY2 PPP3CA PRICKLE1 PRKCE PRL PRLR SCNN1B SCT SLC22A2 SLC29A1 SLC4A5 SLC4A9 SLC6A3 SOCS2 SPINK1 STAT5A STAT5B STATH STK39 TIFAB TRAF3IP2 UMPS UPRT USF2 VAMP2 VAMP3 VAMP8 VDR VEGFA VIP WNK1 WNK4 XBP1 XDH ZBTB7B GOBP_BODY_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BODY_MORPHOGENESIS ANKRD11 ARID5B ASPH ATP6AP2 BRAF CDON CLASP1 CLASP2 CLDN5 COL1A1 CRISPLD1 CRISPLD2 CSRNP1 DAG1 DKK1 DLX5 EP300 FLVCR1 FUZ GPC3 GREM2 IFT122 IHH LEF1 MAB21L2 MMP2 MSX1 MYH3 NIPBL NOG PAX9 PDGFRA PHLDB1 PHLDB2 PLEKHA1 PRICKLE1 PTPN11 RAB3GAP1 RRAS SCX SGPL1 SKI SSBP3 STRA6 TBX1 TGFB3 TIPARP WNT3 ZNF281 GOBP_BONE_CELL_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BONE_CELL_DEVELOPMENT ANXA2 ATP6AP1 CLDN18 FAM20C FBN1 FBXW7 FOXP1 GPR68 LILRB1 LRRK1 LTF NOTCH2 PAFAH1B1 SIGLEC15 SLC9B2 SRC TNFSF11 TYROBP GOBP_BONE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BONE_DEVELOPMENT ACP5 ACTN3 ADAMTS12 ADAMTS7 AKAP13 ALPL AMER1 ANXA2 ANXA6 ASXL1 ATF2 ATG9A ATG9B ATP6AP1 AXIN2 BBX BGLAP BGN BMP2 BMP4 BMP6 BMPR1B BMPR2 BNC2 BPNT2 CBS CCDC154 CCN4 CDX1 CER1 CHAD CHSY1 CITED2 CLDN18 COL13A1 COL1A1 COL27A1 COL2A1 COL3A1 COMP CSGALNACT1 CTC1 CYP26B1 DCANP1 DCHS1 DDR2 DHRS3 DLX5 DYM EBP ECM1 ENG ENSG00000274276 EPYC EVC EXT1 EXT2 FAM20C FBN1 FBXW7 FGF18 FGF4 FGF8 FGFR2 FGFR3 FOSL2 FOXC1 FOXN3 FOXP1 FREM1 GH1 GHR GHRL GJA1 GLG1 GLI3 GNAS GPR68 GREM1 HAS2 HOXA11 HOXB4 HSD17B1 IFITM5 IFT172 IFT80 IGF1 IHH INPPL1 INSIG1 INSIG2 ITGB6 KAT2A KDR LARGE1 LEP LEPR LILRB1 LIPA LOX LRP5 LRRC17 LRRK1 LTBP3 LTF MAP2K6 MAPK11 MAPK14 MATN1 MBTPS2 MCPH1 MEF2C MEF2D MEGF8 MIGA2 MMP13 MMP14 MMP16 MSX1 MSX2 MYOC NAB1 NAB2 NEUROG1 NOTCH2 NOTUM NPPC NPR2 NSD2 OGN OPTC OSR2 OSTN P3H1 PAFAH1B1 PAPPA2 PAPSS2 PDGFC PEX7 PHEX PHOSPHO1 PITX2 PLS3 PLXNB1 PPIB PRPSAP2 PTGER4 PTH PTPRC RAB23 RANBP3L RARA RARB RARG RFLNA RFLNB RGN RHOA RIPPLY2 RPL13 RUNX2 RYR1 SBDS SCX SEMA4D SERPINH1 SFRP4 SH3PXD2B SHOX2 SIGLEC15 SKI SLC10A7 SLC38A10 SLC9B2 SMAD1 SMAD5 SMPD3 SNX10 SOX9 SP5 SPNS2 SRC SRD5A1 SRD5A2 STC1 SULF1 SULF2 TAPT1 TEK TFAP2A TGFB3 TGFBR2 TGM2 THBS3 TIFAB TMEM107 TMEM119 TMEM38B TNFSF11 TNN TP53 TRIM45 TRIP11 TRPV4 TSKU TTC9 TULP3 TWIST1 TYROBP VKORC1 WNT1 XYLT1 ZBTB16 ZMPSTE24 GOBP_BONE_GROWTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BONE_GROWTH ANXA6 ATF2 BNC2 CER1 COL27A1 COMP DDR2 ECM1 EVC EXT1 FGFR2 FGFR3 FOSL2 IFT80 LEP LEPR MATN1 MMP13 MSX2 NPPC NPR2 OSTN RARA RARB RARG SMPD3 SOX9 STC1 TGFBR2 THBS3 TSKU ZMPSTE24 GOBP_BONE_MARROW_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BONE_MARROW_DEVELOPMENT ASXL1 CTC1 HOXB4 LIPA LRP5 LRRC17 PTPRC SBDS TP53 GOBP_BONE_MATURATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BONE_MATURATION ACTN3 ADAMTS12 ADAMTS7 BMP2 CCDC154 DCHS1 EBP EXT1 FGFR3 GH1 GREM1 IFT80 IGF1 LEP LTF MBTPS2 PHOSPHO1 PLXNB1 PTH RFLNA RFLNB RHOA RYR1 SEMA4D SNX10 THBS3 XYLT1 ZBTB16 GOBP_BONE_MINERALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BONE_MINERALIZATION ACTN3 ACVR1 ACVR2A ACVR2B ADGRV1 ADRB2 AHSG ALOX15 ALOX5 ALPL ANKH ANO6 ASPN ATF4 ATP2B1 ATRAID AXIN2 BCOR BGLAP BMP2 BMP2K BMP4 BMP6 BMP7 BMPR1A BMPR1B BMPR2 CCDC154 CCL3 CCN1 CCR1 CER1 CLEC3B COL1A2 COMP CYP27B1 DDR2 ECM1 EIF2AK3 ENPP1 ERCC2 FAM20C FBN2 FBXL15 FGF23 FGFR2 FGFR3 FGR FOSL2 FZD9 GATA1 GPC3 GPM6B GREM1 HIF1A IBSP IFITM5 IFT80 IGF1 ISG15 KL KLF10 LEP LGR4 LOX LTBP3 LTF MATN1 MEF2C MGP MINPP1 MIR208A MMP13 NBR1 NELL1 NOTUM OSR1 OSR2 P2RX7 PHEX PHOSPHO1 PKDCC PRICKLE1 PTGS2 PTH PTH1R PTHLH PTK2B PTN RFLNA RFLNB ROR2 RSPO2 RXRA RXRB S1PR1 SBDS SBNO2 SGMS2 SLC20A2 SLC24A3 SLC8A1 SMAD3 SMPD3 SNX10 SOX9 SRGN STATH TENT5A TFAP2A TMEM119 TMEM38B TRPM4 TUFT1 TWIST1 TXLNG VDR WNT10B WNT11 WNT4 ZBTB40 ZMPSTE24 GOBP_BONE_MINERALIZATION_INVOLVED_IN_BONE_MATURATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BONE_MINERALIZATION_INVOLVED_IN_BONE_MATURATION ACTN3 BMP2 CCDC154 GREM1 IFT80 IGF1 LEP LTF PHOSPHO1 PTH RFLNA RFLNB SNX10 GOBP_BONE_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BONE_MORPHOGENESIS ACP5 ACTN3 ALPL ANXA6 ATF2 ATG9A ATG9B AXIN2 BMP4 BMP6 BMPR1B BMPR2 BPNT2 CBS CDX1 CER1 CHSY1 CITED2 COL13A1 COL1A1 COL27A1 COL2A1 COL3A1 COMP CSGALNACT1 CYP26B1 DCANP1 DHRS3 DLX5 ENSG00000274276 EXT1 EXT2 FGF18 FGF4 FGFR2 FGFR3 FOSL2 FOXC1 FOXN3 FREM1 GHR GLG1 GLI3 HAS2 HOXA11 IFITM5 IFT80 IHH INPPL1 INSIG1 INSIG2 LRP5 LTBP3 LTF MATN1 MEF2C MEF2D MEGF8 MMP13 MMP14 MMP16 MSX1 MSX2 NAB1 NAB2 NEUROG1 NPPC NPR2 OSR2 PAPPA2 PEX7 PHOSPHO1 RAB23 RARA RARB RARG RIPPLY2 RUNX2 SCX SERPINH1 SFRP4 SHOX2 SKI SMPD3 SOX9 SP5 STC1 TEK TFAP2A TGFB3 TGFBR2 THBS3 TIFAB TMEM107 TMEM119 TRIP11 TRPV4 TSKU TWIST1 ZMPSTE24 GOBP_BONE_REMODELING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BONE_REMODELING ACP5 ADAM8 ADRB2 BGLAP CALCA CARTPT CCDC154 CD38 CLDN18 CSF1R CSK CTHRC1 CTNNB1 CTSK DCSTAMP DEF8 DOCK5 EFNA2 EPHA2 EXT1 FSHB GDF5 GJA1 GPR137 GPR137B GPR55 GREM1 HAMP HTR1B IAPP IHH IL20RA IL6 IL7 INPP5D ITGB3 LEP LEPR LGR4 LRP5 LRRK1 LTBP3 MC4R MDK MITF NCDN NF1 NOTCH2 NOX4 P2RX7 P3H4 PDK4 PLEKHM1 PPARGC1B PRKCA PTH PTH1R PTK2B PTN RAB3D RAB7A RAC2 RASSF2 S1PR1 SFRP1 SIGLEC15 SLC4A2 SNX10 SPP1 SPP2 SRC SUCO SYK SYT7 TCIRG1 TF TFRC TMEM119 TMEM64 TNFAIP3 TNFRSF11A TNFRSF11B TNFSF11 TPH1 TPP1 TRAF6 UBASH3B WNT16 ZNF675 GOBP_BONE_RESORPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BONE_RESORPTION ACP5 ADAM8 ADRB2 BGLAP CALCA CARTPT CCDC154 CD38 CLDN18 CSF1R CSK CTNNB1 CTSK DCSTAMP DEF8 EXT1 FSHB GPR137 GPR137B GPR55 HAMP IAPP IHH IL20RA IL6 IL7 INPP5D ITGB3 LRRK1 LTBP3 MC4R NCDN NF1 NOX4 P2RX7 PDK4 PLEKHM1 PPARGC1B PRKCA PTH PTH1R PTK2B RAB3D RAB7A RAC2 S1PR1 SIGLEC15 SLC4A2 SNX10 SPP1 SRC SYK TCIRG1 TF TFRC TMEM119 TMEM64 TNFAIP3 TNFRSF11A TNFRSF11B TNFSF11 TPP1 TRAF6 UBASH3B ZNF675 GOBP_BONE_TRABECULA_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BONE_TRABECULA_FORMATION CHAD COL1A1 FBN2 GREM1 MMP2 MSX2 PPARGC1B SFRP1 THBS3 WNT10B GOBP_BONE_TRABECULA_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BONE_TRABECULA_MORPHOGENESIS CHAD COL1A1 FBN2 GREM1 MMP2 MSX2 PLXNB1 PPARGC1B SBNO2 SEMA4D SFRP1 THBS3 WNT10B GOBP_BOX_C_D_SNORNP_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BOX_C_D_SNORNP_ASSEMBLY NOPCHAP1 NUFIP1 PIH1D1 PIH1D2 RUVBL1 RUVBL2 SNU13 TAF9 ZNHIT3 ZNHIT6 GOBP_BRADYKININ_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BRADYKININ_CATABOLIC_PROCESS ACE CPN1 CTSH ECE1 IDE MME XPNPEP1 GOBP_BRAINSTEM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BRAINSTEM_DEVELOPMENT ATF2 ATIC CNTFR GART NLGN4X PHOX2B SCN5A SMAD4 GOBP_BRAIN_DERIVED_NEUROTROPHIC_FACTOR_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BRAIN_DERIVED_NEUROTROPHIC_FACTOR_RECEPTOR_SIGNALING_PATHWAY BDNF FSTL4 NFATC4 NTRK2 RAPGEF2 SLC2A4 GOBP_BRAIN_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BRAIN_MORPHOGENESIS AKT3 BBS1 BBS2 BBS4 CDH2 CTNNA2 EMX1 FANCC FANCD2 FBXW11 FGF8 FZD3 FZD6 GBA1 GDF7 GSX2 HESX1 MKKS NF1 OTX1 PAFAH1B1 PAX2 PROP1 PSEN1 PTEN SHANK3 SLC4A10 SLC6A4 SLIT1 SMO SOS1 SPEF2 TUBA1A UCHL5 VPS51 WNT5A ZNF335 GOBP_BRANCHED_CHAIN_AMINO_ACID_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BRANCHED_CHAIN_AMINO_ACID_BIOSYNTHETIC_PROCESS BCAT1 BCAT2 ILVBL SDS SDSL GOBP_BRANCHED_CHAIN_AMINO_ACID_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BRANCHED_CHAIN_AMINO_ACID_CATABOLIC_PROCESS ACAD8 ACADSB ACAT1 ALDH6A1 AUH BCAT2 BCKDHA BCKDHB BCKDK DBT DLD ECHS1 HIBADH HIBCH HMGCL HMGCLL1 HSD17B10 IVD MCCC1 MCCC2 SLC25A44 GOBP_BRANCHED_CHAIN_AMINO_ACID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BRANCHED_CHAIN_AMINO_ACID_METABOLIC_PROCESS ACAD8 ACADSB ACAT1 ALDH6A1 AUH BCAT1 BCAT2 BCKDHA BCKDHB BCKDK DBT DLD ECHS1 HIBADH HIBCH HMGCL HMGCLL1 HSD17B10 ILVBL IVD MCCC1 MCCC2 PCCA PCCB SDS SDSL SLC25A44 GOBP_BRANCHED_CHAIN_AMINO_ACID_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BRANCHED_CHAIN_AMINO_ACID_TRANSPORT LLGL2 SLC25A44 SLC38A9 SLC3A2 SLC43A1 SLC43A2 SLC6A14 SLC6A15 SLC6A17 SLC6A20 SLC7A5 SLC7A6 SLC7A7 SLC7A8 GOBP_BRANCHING_INVOLVED_IN_BLOOD_VESSEL_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BRANCHING_INVOLVED_IN_BLOOD_VESSEL_MORPHOGENESIS ABL1 ACVR1 COL4A1 CTNNB1 DLL4 EDN1 EDNRA ENG FGF8 FKBPL FOXC2 GBX2 GDF2 GNA13 IHH KDR LEF1 MDK MIR15B MIR16-1 NFATC4 NOTCH4 NRARP NRP1 PLXND1 PPP3R1 RBM15 SEMA3E SFRP2 SHH SIRT6 SRF STK4 TBX20 TGFBR2 VEGFA GOBP_BRANCHING_INVOLVED_IN_LABYRINTHINE_LAYER_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BRANCHING_INVOLVED_IN_LABYRINTHINE_LAYER_MORPHOGENESIS ADM FGFR2 FZD5 GCM1 GRB2 GRHL2 IL10 RSPO3 SOCS3 SPINT1 SPINT2 ST14 TMED2 GOBP_BRANCHING_INVOLVED_IN_MAMMARY_GLAND_DUCT_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BRANCHING_INVOLVED_IN_MAMMARY_GLAND_DUCT_MORPHOGENESIS AR AREG BTRC CAV3 CSF1 CSMD1 DDR1 EPHA2 ESR1 KDM5B LRP5 MED1 MSX2 PGR PHB2 PML SRC TBX3 VDR WNT4 WNT5A GOBP_BRANCHING_INVOLVED_IN_PROSTATE_GLAND_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BRANCHING_INVOLVED_IN_PROSTATE_GLAND_MORPHOGENESIS BMP4 BMP7 ESR1 FEM1B FGFR2 FRS2 HOXA13 HOXB13 HOXD13 NKX3-1 SFRP1 SHH GOBP_BRANCHING_INVOLVED_IN_SALIVARY_GLAND_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BRANCHING_INVOLVED_IN_SALIVARY_GLAND_MORPHOGENESIS BMP7 BTBD7 DAG1 ESRP2 FGF10 FGF7 FGF8 FGFR2 HGF LAMA1 LAMA5 NRP1 NTN4 PDGFA PLXNA1 PLXND1 SEMA3C SHH SNAI2 TGM2 TNF GOBP_BRANCHING_MORPHOGENESIS_OF_AN_EPITHELIAL_TUBE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BRANCHING_MORPHOGENESIS_OF_AN_EPITHELIAL_TUBE ABL1 ACVR1 ADAMTS16 AGT AGTR2 AR AREG BCL2 BMP2 BMP4 BMP7 BTRC CASR CAV3 CELSR1 CITED1 CLIC4 COL4A1 CSF1 CSMD1 CTNNB1 CTNNBIP1 CTSH CTSZ DAG1 DCHS1 DDR1 DLG1 DLG5 DLL4 EDN1 EDNRA EGF ENG EPHA2 ESR1 ESRP2 EXT1 EYA1 FGF1 FGF10 FGF2 FGF8 FGFR2 FKBPL FOXA1 FOXC2 FOXD1 FOXF1 GBX2 GDF2 GDF7 GDNF GLI2 GLI3 GNA13 GPC3 GREB1L GREM1 GZF1 HHIP HNF1B HOXA11 HOXA5 HOXB7 HOXD11 HS3ST3A1 HS3ST3B1 IHH ILK KDM5B KDR KRAS LAMA1 LAMA5 LEF1 LGR4 LHX1 LRP5 MAGED1 MDK MED1 MET MIR15B MIR16-1 MKS1 MMP14 MSX2 MYC NFATC4 NKX2-1 NKX3-1 NOG NOTCH1 NOTCH4 NPNT NRARP NRP1 PAK1 PAX2 PAX8 PBX1 PGR PHB2 PKD1 PKD2 PKHD1 PLXND1 PML PPP1CA PPP3R1 PTCH1 RASIP1 RBM15 RDH10 RSPO2 SALL1 SEMA3E SFRP2 SHH SIRT6 SIX1 SIX2 SIX4 SLIT2 SMAD4 SMO SOX8 SOX9 SPRY1 SPRY2 SRC SRF STK4 TACSTD2 TBX2 TBX20 TBX3 TCF21 TGFBR2 TIE1 TIMELESS TMEM59L TNC TNF VDR VEGFA WNT1 WNT2 WNT2B WNT4 WNT5A WNT6 WNT9B WT1 YAP1 GOBP_BRANCHING_MORPHOGENESIS_OF_A_NERVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BRANCHING_MORPHOGENESIS_OF_A_NERVE BCL11A DLX2 DRD2 EPHA7 FGF13 FGFR2 LRRK2 MAP3K13 MECP2 RERE RTN4 SHOX2 GOBP_BRANCHIOMOTOR_NEURON_AXON_GUIDANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BRANCHIOMOTOR_NEURON_AXON_GUIDANCE MYCBP2 NRP1 PLXNA3 PLXNA4 SEMA3F GOBP_BRANCH_ELONGATION_OF_AN_EPITHELIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BRANCH_ELONGATION_OF_AN_EPITHELIUM AREG BMP4 ESR1 FGF1 FGF10 FGFR2 HNF1B HOXD13 MED1 RDH10 SHH SIX1 SIX4 SOX9 SPRY1 SPRY2 TNC WNT5A YAP1 GOBP_BRONCHIOLE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BRONCHIOLE_DEVELOPMENT FGF10 HOXA5 ITGB6 MMP12 TCF21 GOBP_BRONCHUS_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BRONCHUS_DEVELOPMENT ADAMTSL2 AGR2 BMP4 HOXA5 IL13 SOX9 SPDEF SRF TGFBR2 TULP3 WNT7B GOBP_BROWN_FAT_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BROWN_FAT_CELL_DIFFERENTIATION ADIG ADIPOQ ADRB1 ADRB2 ADRB3 ALDH6A1 ARL4A BMP7 BNIP3 CEBPA CEBPB DHRS7B DUSP10 EBF2 ERO1A FABP3 FABP4 FFAR4 FLCN FNDC5 FTO GATA2 HNRNPU INS LAMB3 LEP LRG1 MAPK14 MB METRNL MIR128-1 NAPEPLD NUDT7 PEX11A PIM1 PLAC8 PPARGC1A PRDM16 PTGS2 RGS2 RREB1 SH2B2 SIRT1 SIX1 SLC2A4 SLC39A13 SLC7A10 SOX13 TFE3 TRPV4 UCP1 VSTM2A ZBTB7B ZNF516 GOBP_BRUSH_BORDER_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BRUSH_BORDER_ASSEMBLY ANKS4B CDHR2 CDHR5 CTNS MYO7B TMIGD1 USH1C GOBP_BUD_ELONGATION_INVOLVED_IN_LUNG_BRANCHING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BUD_ELONGATION_INVOLVED_IN_LUNG_BRANCHING BMP4 FGF10 FGFR2 RDH10 SPRY1 SPRY2 YAP1 GOBP_BUNDLE_OF_HIS_CELL_TO_PURKINJE_MYOCYTE_COMMUNICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BUNDLE_OF_HIS_CELL_TO_PURKINJE_MYOCYTE_COMMUNICATION CACNA2D1 CTNNA3 DSC2 DSG2 DSP GJA5 JUP KCNA5 PKP2 RANGRF SCN10A SCN5A TBX5 TNNI3K TRPM4 GOBP_BUNDLE_OF_HIS_CELL_TO_PURKINJE_MYOCYTE_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_BUNDLE_OF_HIS_CELL_TO_PURKINJE_MYOCYTE_SIGNALING CACNA2D1 GJA5 KCNA5 RANGRF SCN10A SCN5A TRPM4 GOBP_B_1_B_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_B_1_B_CELL_DIFFERENTIATION CD19 CMTM7 MALT1 PLCL2 SLAMF8 GOBP_B_CELL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_B_CELL_ACTIVATION ABL1 ADA ADAM17 ADGRG3 AHR AICDA AKAP17A AKIRIN2 APLF AQP8 ATAD5 ATM BAD BAK1 BANK1 BATF BAX BCL2 BCL3 BCL6 BLNK BMI1 BST1 BST2 BTK C17orf99 CARD11 CASP3 CASP8 CCR6 CD180 CD19 CD22 CD27 CD28 CD300A CD320 CD38 CD40 CD40LG CD70 CD74 CD79A CD79B CD81 CD86 CDH17 CDKN1A CEBPG CHRNA4 CHRNA7 CHRNB2 CLCF1 CMTM7 CR1 CR2 CTLA4 CTPS1 CXCR5 DCAF1 DCLRE1C DLL1 DNAJB9 DOCK10 DOCK11 EP300 EPHB2 ERCC1 EXO1 EXOSC3 EXOSC6 EZH2 FCGR2B FCRL1 FCRL3 FLT3 FNIP1 FOSL2 FOXJ1 FOXP3 FZD9 GAPT GPR183 GPS2 HDAC4 HDAC5 HDAC9 HHEX HMCES HSPD1 ICOSLG ID2 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IFNE IFNK IFNW1 IGBP1 IKZF3 IL10 IL11 IL13 IL2 IL21 IL27RA IL2RG IL4 IL4I1 IL5 IL6 IL7 IL7R IL9 INHA INHBA INPP5D IRF2BP2 IRF8 IRS2 ITFG2 ITGA4 ITGB1 ITM2A JAK3 KIT KLF6 KMT5B KMT5C LAPTM5 LAT2 LAX1 LEF1 LFNG LGALS1 LIG4 LRRC8A LYL1 LYN MAD2L2 MALT1 MEF2C MFNG MIF MIR17HG MIR185 MIR19A MLH1 MMP14 MNDA MS4A1 MSH2 MSH6 MZB1 NBN NCKAP1L NDFIP1 NFAM1 NFATC2 NFKBIZ NHEJ1 NKX2-3 NOD2 NOTCH2 NSD2 NTRK1 ONECUT1 PARP3 PAWR PAX5 PAXIP1 PCID2 PELI1 PHB1 PHB2 PHF14 PIK3CD PIK3R1 PIK3R2 PIK3R3 PKN1 PLCG2 PLCL2 PMS2 POU2AF1 PPP2R3C PRKCB PRKCD PRKDC PRLR PTK2B PTPN2 PTPN6 PTPRC PTPRJ RABL3 RAG1 RAG2 RASGRP1 RBPJ RC3H1 RIF1 RNF168 RNF8 SAMSN1 SANBR SASH3 SFRP1 SH3KBP1 SHB SHLD1 SHLD2 SHLD3 SKAP2 SLAMF8 SLC15A4 SLC25A5 SLC39A10 SLC39A7 SP3 SPI1 ST3GAL1 STAT5B STAT6 SUPT6H SWAP70 SYK SYVN1 TBC1D10C TBX21 TCF3 TCIRG1 TFRC TGFB1 THEMIS2 THOC1 TICAM1 TIRAP TLR4 TLR9 TNFAIP3 TNFRSF13B TNFRSF13C TNFRSF21 TNFRSF4 TNFSF13 TNFSF13B TNFSF4 TNIP2 TOP2B TP53 TP53BP1 TPD52 TRAF3IP2 TXLNA TYROBP UNG VAV3 VCAM1 WNT3A XBP1 YY1 ZAP70 ZBTB1 ZBTB7A ZFP36L1 ZFP36L2 GOBP_B_CELL_ACTIVATION_INVOLVED_IN_IMMUNE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_B_CELL_ACTIVATION_INVOLVED_IN_IMMUNE_RESPONSE ABL1 ADA AICDA APLF ATAD5 BATF BCL3 BCL6 C17orf99 CCR6 CD180 CD19 CD28 CD40 CD40LG CDH17 CLCF1 CR1 DLL1 DOCK10 DOCK11 ERCC1 EXO1 EXOSC3 EXOSC6 FCGR2B FOXP3 GAPT GPR183 HMCES HSPD1 IFNB1 IL10 IL2 IL21 IL27RA IL4 IL6 IRF8 ITFG2 ITM2A KMT5B KMT5C LFNG LGALS1 LIG4 MAD2L2 MFNG MLH1 MSH2 MSH6 NBN NDFIP1 NFKBIZ NKX2-3 NOTCH2 NSD2 PARP3 PAXIP1 PHF14 PLCG2 PLCL2 PMS2 POU2AF1 PTK2B PTPRC RAG2 RIF1 RNF168 RNF8 SANBR SHLD1 SHLD2 SHLD3 SLC15A4 SPI1 ST3GAL1 STAT6 SUPT6H SWAP70 TBX21 TFRC TGFB1 THOC1 TLR4 TNFSF13 TNFSF4 TP53BP1 UNG XBP1 GOBP_B_CELL_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_B_CELL_APOPTOTIC_PROCESS ADA AURKB BAK1 BAX BCL10 BCL2 BCL6 BTK CD74 CRKL FNIP1 FOXP1 HSH2D IL10 IL2 IRS2 LYN MIF MIR17HG NFKBIZ NOC2L ORMDL3 PDCD1 PKN1 SLC39A10 TNFRSF21 TRAF3IP2 GOBP_B_CELL_CHEMOTAXIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_B_CELL_CHEMOTAXIS CH25H CXCL13 CYP7B1 GAS6 HSD3B7 PIK3CD PTK2B XCL1 GOBP_B_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_B_CELL_DIFFERENTIATION ABL1 ADA ADAM17 ADGRG3 AICDA AQP8 ATM BAD BAK1 BAX BCL2 BCL3 BCL6 BLNK BTK C17orf99 CARD11 CD19 CD27 CD40LG CD79A CD79B CDH17 CEBPG CLCF1 CMTM7 CR1 CR2 DCAF1 DCLRE1C DLL1 DNAJB9 DOCK10 DOCK11 EP300 EZH2 FCGR2B FCRL3 FLT3 FNIP1 FOSL2 FZD9 GPR183 GPS2 HDAC4 HDAC5 HDAC9 HHEX ID2 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IFNE IFNK IFNW1 IKZF3 IL10 IL11 IL2 IL21 IL2RG IL4 IL4I1 IL6 IL7 IL9 INHA INHBA INPP5D IRF2BP2 IRF8 ITFG2 ITGA4 ITGB1 ITM2A JAK3 KIT KLF6 LFNG LGALS1 LRRC8A LYL1 MALT1 MFNG MIR17HG MMP14 MS4A1 MSH2 NCKAP1L NFAM1 NFKBIZ NHEJ1 NKX2-3 NOTCH2 NTRK1 ONECUT1 PAX5 PCID2 PHF14 PIK3CD PIK3R1 PIK3R2 PIK3R3 PLCG2 PLCL2 POU2AF1 PPP2R3C PRKDC PTK2B PTPN2 PTPN6 PTPRC PTPRJ RABL3 RAG1 RAG2 RBPJ SFRP1 SLAMF8 SLC25A5 SLC39A7 SP3 SPI1 ST3GAL1 STAT5B SYK SYVN1 TCF3 TCIRG1 TLR9 TNFSF13B TOP2B TP53 TPD52 TRAF3IP2 VCAM1 XBP1 YY1 ZBTB1 ZBTB7A ZFP36L1 ZFP36L2 GOBP_B_CELL_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_B_CELL_HOMEOSTASIS ABL1 ADA BAK1 BAX BCL10 BCL2 BCL2L11 CAMLG CASP3 CD74 DOCK10 DOCK11 FOXP3 GAPT HIF1A IL7R LYN MEF2C MIF MIR17HG NCKAP1L PKN1 PPP2R3C RC3H1 RC3H2 SASH3 SH2B2 SOS1 SOS2 SPNS2 TNFAIP3 TNFRSF13B TNFSF13B TRAF3IP2 GOBP_B_CELL_LINEAGE_COMMITMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_B_CELL_LINEAGE_COMMITMENT BCL2 PRKDC RAG2 SLAMF8 TCF3 TP53 GOBP_B_CELL_MEDIATED_IMMUNITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_B_CELL_MEDIATED_IMMUNITY AICDA APLF ATAD5 BATF BCL10 BCL3 BCL6 BTK C17orf99 C1QA C1QB C1QBP C1QC C1R C1RL C1S C2 C3 C4A C4B C4BPA C4BPB C5 C6 C7 C8A C8B C8G C9 CARD9 CCR6 CD19 CD226 CD27 CD28 CD40 CD40LG CD46 CD55 CD70 CD74 CD81 CFI CLCF1 CLU CR1 CR1L CR2 CSF2RB ERCC1 EXO1 EXOSC3 EXOSC6 FCER1A FCER1G FCER2 FCGR1A FCGR2B FCGR3A FOXJ1 FOXP3 GAPT HLA-E HLA-G HMCES HPX HSPD1 IGHA1 IGHA2 IGHD IGHE IGHG1 IGHG2 IGHG3 IGHG4 IGHM IGHV1-18 IGHV1-24 IGHV1-3 IGHV1-45 IGHV1-58 IGHV1-69 IGHV1-69-2 IGHV1-69D IGHV2-26 IGHV2-5 IGHV2-70 IGHV2-70D IGHV3-11 IGHV3-13 IGHV3-15 IGHV3-16 IGHV3-20 IGHV3-21 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-35 IGHV3-38 IGHV3-43 IGHV3-48 IGHV3-49 IGHV3-53 IGHV3-64 IGHV3-64D IGHV3-66 IGHV3-7 IGHV3-72 IGHV3-73 IGHV3-74 IGHV4-28 IGHV4-31 IGHV4-34 IGHV4-39 IGHV4-4 IGHV4-59 IGHV4-61 IGHV5-10-1 IGHV5-51 IGHV6-1 IGHV7-4-1 IGHV7-81 IGHV8-51-1 IGKC IGLC1 IGLC2 IGLC3 IGLC6 IGLC7 IGLL1 IGLL5 IL10 IL13RA2 IL2 IL21R IL27RA IL2RB IL4 IL4R IL9 IL9R INPP5D IRF7 KMT5B KMT5C LIG4 LTA MAD2L2 MASP2 MBL2 MLH1 MPL MSH2 MSH6 MYD88 NBN NCR3LG1 NDFIP1 NECTIN2 NFKBIZ NOD2 NSD2 PARP3 PAXIP1 PMS2 PRKCD PTPN6 PTPRC RIF1 RNF168 RNF8 SANBR SERPING1 SHLD1 SHLD2 SHLD3 SLA2 SLC15A4 STAT6 SUPT6H SUSD4 SVEP1 SWAP70 TBX21 TCIRG1 TFRC TGFB1 THOC1 TLR8 TNF TNFSF13 TNFSF4 TP53BP1 TRAF3IP2 TREM2 TREX1 UNG XCL1 ZP3 GOBP_B_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_B_CELL_PROLIFERATION ABL1 ADA AHR ATAD5 ATM BAX BCL2 BCL6 BMI1 BST1 BTK CARD11 CASP3 CD180 CD19 CD22 CD300A CD320 CD38 CD40 CD40LG CD70 CD74 CD79A CD81 CDKN1A CHRNB2 CLCF1 CR2 CTLA4 CTPS1 EPHB2 FCGR2B FCRL3 FOSL2 GAPT GPR183 HSPD1 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IFNE IFNK IFNW1 IKZF3 IL10 IL13 IL2 IL21 IL4 IL5 IL7 IL7R IL9 INPP5D IRS2 LEF1 LYN MEF2C MIF MIR185 MNDA MS4A1 MZB1 NCKAP1L NFATC2 NFKBIZ PAWR PELI1 PKN1 PLCL2 PRKCD PRLR PTPRC RAG2 RASGRP1 RC3H1 SASH3 SHB SLC39A10 TFRC TICAM1 TIRAP TLR4 TLR9 TNFRSF13B TNFRSF13C TNFRSF21 TNFRSF4 TNFSF13B TYROBP VAV3 WNT3A GOBP_B_CELL_PROLIFERATION_INVOLVED_IN_IMMUNE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_B_CELL_PROLIFERATION_INVOLVED_IN_IMMUNE_RESPONSE ABL1 CD180 CD19 GAPT PLCL2 TLR4 GOBP_B_CELL_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_B_CELL_RECEPTOR_SIGNALING_PATHWAY ABL1 BANK1 BAX BCAR1 BCL2 BLK BLNK BMX BTK CD19 CD22 CD300A CD38 CD79A CD79B CD81 CMTM3 CTLA4 FCGR2B FCRL3 FOXP1 GCSAM GCSAML GPS2 GRB2 IGHA1 IGHA2 IGHD IGHE IGHG1 IGHG2 IGHG3 IGHG4 IGHM IGKC IGLC1 IGLC3 IGLC6 IGLC7 ITK KLHL6 LAT2 LCK LIME1 LPXN LYN MAPK1 MEF2C MIR18A MIR19A MIR34A MNDA MS4A1 NCKAP1L NFAM1 NFATC2 NFKB1 NFKBIA NFKBIZ PIK3CD PLCG2 PLCL2 PLEKHA1 PRKCB PRKCH PTPN22 PTPN6 PTPRC RFTN1 SH2B2 SLC39A10 SOS1 STAP1 SYK TEC TMIGD2 VAV3 GOBP_C21_STEROID_HORMONE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_C21_STEROID_HORMONE_BIOSYNTHETIC_PROCESS ADM AKR1B1 BMP2 BMP5 BMP6 CACNA1H CLCN2 CYP11A1 CYP11B1 CYP11B2 DAB2 DGKQ DKK3 EGR1 FSHB LHB REST STARD3 TSPO WNT4 GOBP_C21_STEROID_HORMONE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_C21_STEROID_HORMONE_METABOLIC_PROCESS ADM AFP AKR1B1 AKR1C1 AKR1C2 AKR1C3 AKR1C4 AKR1D1 BMP2 BMP5 BMP6 CACNA1H CLCN2 CYP11A1 CYP11B1 CYP11B2 CYP17A1 CYP46A1 DAB2 DGKQ DHRS2 DHRS9 DKK3 EDNRB EGR1 FSHB HSD17B10 HSD3B1 HSD3B2 LHB REST SCNN1B SRD5A1 STARD3 STAT5B TSPO WNT4 GOBP_C4_DICARBOXYLATE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_C4_DICARBOXYLATE_TRANSPORT ABAT GFAP LRRC8A LRRC8C LRRC8D LRRC8E NTSR1 SLC12A2 SLC13A2 SLC13A3 SLC13A5 SLC16A1 SLC1A1 SLC1A2 SLC1A3 SLC1A4 SLC1A5 SLC1A6 SLC25A10 SLC25A11 SLC25A12 SLC25A13 SLC25A18 SLC25A22 SLC3A1 SLC7A13 UCP2 GOBP_CADMIUM_ION_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CADMIUM_ION_TRANSMEMBRANE_TRANSPORT SLC11A1 SLC11A2 SLC30A1 SLC39A14 SLC39A2 SLC39A8 GOBP_CALCINEURIN_MEDIATED_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CALCINEURIN_MEDIATED_SIGNALING ACTN3 ADGRB2 AKAP5 AKAP6 ATP2B4 C10orf71 CAMTA1 CHERP CHP1 CHP2 CIB1 CLEC7A DYRK2 EFHB ERBB3 FHL2 GSK3B HOMER2 HOMER3 IGF1 LACRT LMCD1 MAPK7 MTOR MYOZ1 MYOZ2 NFAT5 NFATC1 NFATC2 NFATC3 NFATC4 NR5A1 NR5A2 PLCG2 PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PRNP PTBP1 RCAN1 SLC8A2 SLC9A1 SPPL3 STIMATE TBC1D10C TNF GOBP_CALCITONIN_FAMILY_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CALCITONIN_FAMILY_RECEPTOR_SIGNALING_PATHWAY ADM CALCR CALCRL IAPP RAMP1 RAMP2 RAMP3 SCN11A GOBP_CALCIUM_ACTIVATED_PHOSPHOLIPID_SCRAMBLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CALCIUM_ACTIVATED_PHOSPHOLIPID_SCRAMBLING ANO3 ANO4 ANO6 ANO7 ANO9 GOBP_CALCIUM_DEPENDENT_CELL_CELL_ADHESION_VIA_PLASMA_MEMBRANE_CELL_ADHESION_MOLECULES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CALCIUM_DEPENDENT_CELL_CELL_ADHESION_VIA_PLASMA_MEMBRANE_CELL_ADHESION_MOLECULES AJUBA ATP2C1 CDH1 CDH10 CDH11 CDH12 CDH13 CDH15 CDH16 CDH17 CDH18 CDH19 CDH2 CDH20 CDH22 CDH23 CDH24 CDH26 CDH3 CDH4 CDH5 CDH6 CDH7 CDH8 CDH9 CDHR3 DCHS1 DSG1 FXYD5 KIFAP3 NLGN1 PCDH12 PCDHB10 PCDHB11 PCDHB13 PCDHB14 PCDHB16 PCDHB2 PCDHB3 PCDHB4 PCDHB5 PCDHB6 PCDHB9 PCDHGB4 PCDHGC3 SELL SELP GOBP_CALCIUM_IMPORT_INTO_THE_MITOCHONDRION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CALCIUM_IMPORT_INTO_THE_MITOCHONDRION AFG3L2 MAIP1 MCU MCUB MCUR1 MICU1 MICU2 MICU3 PSEN2 SLC25A23 SMDT1 VDAC1 GOBP_CALCIUM_INDEPENDENT_CELL_CELL_ADHESION_VIA_PLASMA_MEMBRANE_CELL_ADHESION_MOLECULES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CALCIUM_INDEPENDENT_CELL_CELL_ADHESION_VIA_PLASMA_MEMBRANE_CELL_ADHESION_MOLECULES BMP2 CLDN1 CLDN10 CLDN11 CLDN12 CLDN14 CLDN15 CLDN16 CLDN17 CLDN18 CLDN19 CLDN2 CLDN20 CLDN22 CLDN23 CLDN3 CLDN4 CLDN5 CLDN6 CLDN7 CLDN8 CLDN9 CX3CL1 GOBP_CALCIUM_ION_EXPORT_ACROSS_PLASMA_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CALCIUM_ION_EXPORT_ACROSS_PLASMA_MEMBRANE ATP2B1 ATP2B3 CALM1 CALM2 CALM3 MIR1-1 SLC24A4 SLC35G1 SLC8A2 YWHAE GOBP_CALCIUM_ION_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CALCIUM_ION_HOMEOSTASIS ABCC6 ABL1 ADCY8 ADORA1 AFG3L2 AKAP6 ALPL ANK2 ANKH ANXA6 APLNR APOE APP ATF4 ATG5 ATP13A1 ATP13A2 ATP13A3 ATP13A4 ATP13A5 ATP1A2 ATP1B1 ATP2A1 ATP2A2 ATP2A3 ATP2B1 ATP2B2 ATP2B3 ATP2B4 ATP2C1 ATP2C2 ATP6V1B1 ATP7B BAK1 BAX BCAP31 BCL2 BDKRB1 BNIP1 BNIP3 BOK C19orf12 CACNA1C CACNA1S CACNB2 CACNB4 CALB1 CALB2 CALCA CALCB CALM1 CALM2 CALM3 CALR CAMK2D CAPN3 CASQ1 CASQ2 CASR CAV1 CAV2 CAV3 CCDC47 CCL1 CCL11 CCL13 CCL14 CCL15 CCL19 CCL21 CCL23 CCL3 CCL5 CCL7 CCL8 CCR1 CCR2 CCR5 CCR7 CD19 CD40 CDH23 CDH5 CEMIP CHD7 CHERP CHRNA7 CIB2 CIB3 CLIC2 CLN3 CNGB1 CNR1 CORO1A CSRP3 CTRC CX3CL1 CXCL10 CXCL11 CXCL12 CXCL9 CYBA CYP27B1 DDIT3 DHRS7C DIAPH1 DISC1 DMD DMPK DRD1 DRD2 DRD3 DRD4 DRD5 EDN1 EDN2 EDN3 EDNRA ELANE ERC2 ERO1A F2 F2R F2RL3 FAM20A FASLG FATE1 FGF2 FGF23 FIS1 FKBP1A FKBP1B FKBP1C FLNA FZD9 GCM2 GHITM GP1BA GP1BB GP5 GP9 GPER1 GPR12 GPR3 GRIA1 GRID2IP GRIK2 GRIN1 GRINA GRM1 GRM5 GSTM2 GSTO1 HAP1 HCRTR1 HCRTR2 HERPUD1 HEXB HRC HSP90B1 HTR1B HTR2A HTR2B HTR2C HTT IBTK IL13 IMMT ITGB3 ITPR1 ITPR2 ITPR3 JPH1 JPH2 JPH3 JPH4 JSRP1 KCTD17 KDR KEL KL LACRT LCK LETM1 LHCGR LIME1 LYN MAIP1 MCOLN1 MCOLN2 MCOLN3 MCU MCUB MCUR1 METTL21C MICU1 MICU2 MICU3 MIR1-1 MIR133A1 MIR93 MTLN NOL3 NOS1 NPPC NPSR1 NPTN NT5E NTSR1 P2RX1 P2RX7 P2RY1 P2RY4 P2RY6 PACS2 PDE4D PDPK1 PDZD8 PIK3CB PKD2 PKHD1 PLCB1 PLCB2 PLCB3 PLCB4 PLCD1 PLCE1 PLCG1 PLCG2 PLCH1 PLCH2 PLN PML PRKACA PRKCB PRKCE PRKD1 PSEN1 PTH PTH1R PTK2B PTPN6 PTPRC RAP1GDS1 RASA3 RGN RMDN3 RYR1 RYR2 RYR3 S100A14 SCGN SELENOK SELENON SGCD SLC10A7 SLC24A1 SLC24A2 SLC24A3 SLC24A4 SLC24A5 SLC25A23 SLC25A27 SLC30A1 SLC35G1 SLC8A1 SLC8A2 SLC8A3 SLC8B1 SMDT1 SNCA SNX10 SPPL2C SRI STC1 STC2 STIM1 STIM2 STOML2 SV2A SV2B SYPL2 TCIRG1 TGM2 THADA THY1 TMBIM6 TMCO1 TMEM165 TMEM178A TMEM203 TMEM38A TMEM38B TMEM64 TMTC2 TMTC4 TNFSF11 TNNI3 TPCN1 TPCN2 TPT1 TRDN TRIM24 TRPA1 TRPC1 TRPC3 TRPC4 TRPC5 TRPC6 TRPC7 TRPM2 TRPM8 TRPV1 TRPV4 TRPV5 TRPV6 TSPOAP1 TUNAR UBASH3B UMOD VAPB VDR VPS54 WBP2NL WFS1 WNK4 WNT5A XCL1 XCR1 XK YWHAE ZNHIT1 GOBP_CALCIUM_ION_IMPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CALCIUM_ION_IMPORT ACE ATP2A1 ATP2C2 CACNA1D CACNA1G CACNA1H CACNB2 CASK CASR CAV3 CCL2 CCL3 CDK5 CTNNB1 CXCL12 EGF EPPIN FCRL3 GCG GCK HES1 HOMER1 LGALS3 MCUR1 MICU1 MIR34A ORAI1 PDGFB PDGFRB PKD2 PLN PLPP4 SEMG1 SLC24A2 SLC24A5 SLC30A1 SLC8A1 SLN SPHK2 SPINK1 STC1 TRIM27 TRPC4 TRPV2 TRPV3 TRPV4 UCN WNK3 GOBP_CALCIUM_ION_IMPORT_ACROSS_PLASMA_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CALCIUM_ION_IMPORT_ACROSS_PLASMA_MEMBRANE AKAP5 ATP2B4 CACNA1A CACNA1B CACNA1C CACNA1D CACNA1E CACNA1F CACNA1G CACNA1H CACNA1I CACNA1S CACNA2D1 CALCR FYN GRM6 MIR200C MIR208A MIR208B MS4A1 NALF1 NALF2 P2RX1 PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PRNP RAMP3 SCN10A SCN11A SCN1A SCN2A SCN3A SCN4A SCN5A SCN7A SCN8A SCN9A SLC24A1 SLC24A2 SLC24A4 SLC8A1 SLC8A2 SLC8A3 TRPM1 TRPM2 TRPV1 TRPV2 TRPV3 TRPV4 TRPV5 TRPV6 GOBP_CALCIUM_ION_IMPORT_INTO_SARCOPLASMIC_RETICULUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CALCIUM_ION_IMPORT_INTO_SARCOPLASMIC_RETICULUM ATP2A1 ATP2A2 MRLN PLN STRIT1 ZMPSTE24 GOBP_CALCIUM_ION_REGULATED_EXOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CALCIUM_ION_REGULATED_EXOCYTOSIS ADRA2A ARHGAP17 ARL8B ATP2A2 BAIAP3 CADPS CADPS2 CBARP CDK5 CDK5R2 CLTRN DOC2A DOC2B EQTN GNAI2 HYAL3 KCNB1 MYH9 NLRP5 NOTCH1 PPP3CB RAB3A RAB3GAP1 RAP1B RAPGEF4 REST RIMS1 RIMS2 RIMS3 RIMS4 RPH3A RPH3AL SCAMP5 SCIN SDF4 SNAP25 STX1A STX1B STXBP1 STXBP3 SYN2 SYT1 SYT10 SYT11 SYT12 SYT13 SYT15 SYT17 SYT2 SYT3 SYT4 SYT5 SYT6 SYT7 SYT8 SYT9 TRPV6 TSPAN18 UNC13A UNC13B UNC13C VAMP2 VAMP3 VAMP7 ZP3 ZP4 GOBP_CALCIUM_ION_REGULATED_EXOCYTOSIS_OF_NEUROTRANSMITTER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CALCIUM_ION_REGULATED_EXOCYTOSIS_OF_NEUROTRANSMITTER ATP2A2 DOC2B RAB3A RAB3GAP1 RIMS1 RIMS2 RIMS3 RIMS4 SNAP25 STX1B STXBP1 SYT1 SYT11 SYT2 SYT4 SYT5 SYT7 SYT8 UNC13A UNC13B UNC13C GOBP_CALCIUM_ION_TRANSMEMBRANE_IMPORT_INTO_CYTOSOL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CALCIUM_ION_TRANSMEMBRANE_IMPORT_INTO_CYTOSOL ABL1 ADCYAP1R1 ADRA1A AKAP5 AKAP6 ANK2 APLNR ATG5 ATP1A2 ATP2B4 BAK1 BAX BCL2 BDKRB1 BNIP1 CACNA1A CACNA1B CACNA1C CACNA1D CACNA1E CACNA1F CACNA1G CACNA1H CACNA1I CACNA1S CACNA2D1 CACNB3 CALCR CALM1 CALM2 CALM3 CAMK2D CAPN3 CASQ1 CASQ2 CAV1 CCL19 CCL21 CCL3 CCR5 CCR7 CD19 CEMIP CHD7 CHERP CLIC2 CORO1A CX3CL1 CXCL10 CXCL11 CXCL9 CYBA DDIT3 DHRS7C DIAPH1 DMD DRD1 DRD2 EPO ERO1A F2 F2R F2RL3 FASLG FGF2 FKBP1A FKBP1B FKBP1C FLNA FYN GHITM GP1BA GP1BB GP5 GP9 GPER1 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRM6 GSTM2 GSTO1 HAP1 HRC HTR2A HTR2B HTR2C HTT IBTK IL13 ITGB3 ITPR1 ITPR2 ITPR3 JPH1 JPH2 JPH3 JPH4 JSRP1 LACRT LCK LETM1 LHCGR LIME1 LYN MCOLN1 MCOLN2 MCOLN3 METTL21C MIR1-1 MIR133A1 MIR200C MIR208A MIR208B MIR93 MS4A1 NALF1 NALF2 NOL3 NOS1 NPSR1 NTSR1 P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX7 P2RY6 PDE4D PDPK1 PKD2 PLA2G1B PLCB1 PLCB2 PLCB3 PLCB4 PLCD1 PLCE1 PLCG1 PLCG2 PLCH1 PLCH2 PLN PML PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PRKACA PRKCE PRKD1 PRNP PTK2B PTPN6 PTPRC RAMP3 RASA3 RYR1 RYR2 RYR3 SCN10A SCN11A SCN1A SCN2A SCN3A SCN4A SCN5A SCN7A SCN8A SCN9A SELENON SLC24A1 SLC24A2 SLC24A4 SLC8A1 SLC8A2 SLC8A3 SLC8B1 SNCA SRI THY1 TMBIM6 TMEM38A TMEM38B TPCN1 TPCN2 TRDN TRPA1 TRPC1 TRPC3 TRPM1 TRPM2 TRPV1 TRPV2 TRPV3 TRPV4 TRPV5 TRPV6 UBASH3B XCL1 XCR1 GOBP_CALCIUM_ION_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CALCIUM_ION_TRANSMEMBRANE_TRANSPORT ABL1 ADCYAP1R1 ADRA1A ADRA2A AFG3L2 AHNAK AKAP5 AKAP6 ANK2 ANO6 ANXA2 ANXA2P2 ANXA6 ANXA9 APLNR ASIC1 ATG5 ATP1A2 ATP1B1 ATP2A1 ATP2A2 ATP2A3 ATP2B1 ATP2B2 ATP2B3 ATP2B4 ATP2C1 ATP2C2 BAK1 BAX BCL2 BDKRB1 BHLHA15 BIN1 BNIP1 CABP1 CABP2 CABP4 CABP5 CACHD1 CACNA1A CACNA1B CACNA1C CACNA1D CACNA1E CACNA1F CACNA1G CACNA1H CACNA1I CACNA1S CACNA2D1 CACNA2D2 CACNA2D3 CACNA2D4 CACNB1 CACNB2 CACNB3 CACNB4 CACNG1 CACNG2 CACNG3 CACNG4 CACNG5 CACNG6 CACNG7 CACNG8 CALCR CALHM1 CALM1 CALM2 CALM3 CAMK2D CAPN3 CASQ1 CASQ2 CATSPER1 CATSPER2 CATSPER3 CATSPER4 CAV1 CAV3 CBARP CCL19 CCL21 CCL3 CCR5 CCR7 CD19 CEMIP CHD7 CHERP CHRNA10 CHRNA7 CHRNA9 CLCA3P CLIC2 CORO1A CRACR2A CRHR1 CUL5 CX3CL1 CXCL10 CXCL11 CXCL9 CYBA DDIT3 DHRS7C DIAPH1 DMD DRD1 DRD2 DRD3 DRD4 EDN1 EDNRA EDNRB EPO ERO1A F2 F2R F2RL3 FASLG FGF2 FKBP1A FKBP1B FKBP1C FLNA FMR1 FYN G6PD GAS6 GHITM GJC2 GNB5 GP1BA GP1BB GP5 GP9 GPER1 GPM6A GPR35 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B GRM6 GSTM2 GSTO1 HAP1 HPCA HRC HTR2A HTR2B HTR2C HTT IBTK IL13 ITGAV ITGB3 ITPR1 ITPR2 ITPR3 JPH1 JPH2 JPH3 JPH4 JSRP1 KCNJ8 LACRT LCK LETM1 LHCGR LIME1 LYN MAIP1 MCOLN1 MCOLN2 MCOLN3 MCU MCUB MCUR1 METTL21C MICU1 MICU2 MICU3 MIR1-1 MIR133A1 MIR200C MIR208A MIR208B MIR21 MIR328 MIR499A MIR93 MS4A1 NALCN NALF1 NALF2 NCS1 NIPSNAP2 NOL3 NOS1 NOS1AP NPPA NPSR1 NTSR1 OPRM1 ORAI1 ORAI2 ORAI3 P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX6 P2RX7 P2RY6 PANX1 PDE4B PDE4D PDPK1 PIK3CG PKD1 PKD1L1 PKD1L2 PKD1L3 PKD2 PKD2L1 PKD2L2 PKDREJ PLA2G1B PLCB1 PLCB2 PLCB3 PLCB4 PLCD1 PLCE1 PLCG1 PLCG2 PLCH1 PLCH2 PLN PLP1 PML PMPCB PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PRKACA PRKCE PRKD1 PRNP PSEN1 PSEN2 PTK2B PTPN6 PTPRC RAMP3 RASA3 REM1 RYR1 RYR2 RYR3 SCN10A SCN11A SCN1A SCN2A SCN3A SCN4A SCN5A SCN7A SCN8A SCN9A SEC61A1 SELENON SESTD1 SLC24A1 SLC24A2 SLC24A3 SLC24A4 SLC24A5 SLC25A23 SLC25A25 SLC35G1 SLC8A1 SLC8A2 SLC8A3 SLC8B1 SLC9A1 SLN SMDT1 SNCA SRI STAC STAC2 STAC3 STIM1 STIM2 STIMATE STRIT1 SUMO1 THY1 TLR9 TMBIM6 TMC1 TMC2 TMCO1 TMEM165 TMEM37 TMEM38A TMEM38B TPCN1 TPCN2 TRDN TRPA1 TRPC1 TRPC3 TRPC4 TRPC4AP TRPC5 TRPC6 TRPC7 TRPM1 TRPM2 TRPM3 TRPM4 TRPM5 TRPM6 TRPM7 TRPM8 TRPV1 TRPV2 TRPV3 TRPV4 TRPV5 TRPV6 TSPAN13 UBASH3B UBQLN1 UBR3 VDAC1 VMP1 WNT3A XCL1 XCR1 YWHAE GOBP_CALCIUM_ION_TRANSMEMBRANE_TRANSPORT_VIA_HIGH_VOLTAGE_GATED_CALCIUM_CHANNEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CALCIUM_ION_TRANSMEMBRANE_TRANSPORT_VIA_HIGH_VOLTAGE_GATED_CALCIUM_CHANNEL BIN1 CACNA1C CACNA2D1 CACNB1 CACNB2 CACNB3 CACNG1 CACNG6 CAMK2D G6PD MIR1-1 MIR21 MIR328 NOS1 NOS1AP NPPA REM1 SESTD1 UBR3 GOBP_CALCIUM_ION_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CALCIUM_ION_TRANSPORT ABL1 ACE ADCYAP1R1 ADORA2A ADRA1A ADRA2A AFG3L2 AHNAK AKAP5 AKAP6 ANK2 ANO6 ANXA2 ANXA2P2 ANXA6 ANXA9 APLNR ASIC1 ATG5 ATP1A2 ATP1B1 ATP2A1 ATP2A2 ATP2A3 ATP2B1 ATP2B2 ATP2B3 ATP2B4 ATP2C1 ATP2C2 BAK1 BAX BCL2 BDKRB1 BEST1 BHLHA15 BIN1 BNIP1 BSPRY CABP1 CABP2 CABP4 CABP5 CACHD1 CACNA1A CACNA1B CACNA1C CACNA1D CACNA1E CACNA1F CACNA1G CACNA1H CACNA1I CACNA1S CACNA2D1 CACNA2D2 CACNA2D3 CACNA2D4 CACNB1 CACNB2 CACNB3 CACNB4 CACNG1 CACNG2 CACNG3 CACNG4 CACNG5 CACNG6 CACNG7 CACNG8 CALCR CALCRL CALHM1 CALM1 CALM2 CALM3 CAMK2A CAMK2B CAMK2D CAMK2G CAPN3 CASK CASQ1 CASQ2 CASR CATSPER1 CATSPER2 CATSPER3 CATSPER4 CAV1 CAV3 CBARP CCL19 CCL2 CCL21 CCL3 CCL4 CCL5 CCL8 CCR1 CCR5 CCR7 CD19 CD33 CD4 CD84 CDH23 CDK5 CEMIP CHD7 CHERP CHRNA10 CHRNA4 CHRNA7 CHRNA9 CHRNB2 CLCA1 CLCA3P CLIC2 CORO1A CRACR2A CRACR2B CRHR1 CSN2 CTNNB1 CUL5 CX3CL1 CXCL10 CXCL11 CXCL12 CXCL9 CXCR4 CYBA CYP27B1 CYSLTR1 DDIT3 DHRS7C DIAPH1 DMD DNM1L DRD1 DRD2 DRD3 DRD4 EDN1 EDNRA EDNRB EFHB EGF EPB41 EPO EPPIN ERO1A F2 F2R F2RL3 FASLG FCRL3 FFAR1 FGF2 FKBP1A FKBP1B FKBP1C FLNA FMR1 FYN G6PD GAS6 GCG GCK GHITM GJA4 GJC2 GNAI2 GNB5 GP1BA GP1BB GP5 GP9 GPER1 GPM6A GPR35 GRAMD2A GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B GRM6 GSTM2 GSTO1 HAP1 HCRT HES1 HOMER1 HOMER2 HOMER3 HPCA HRC HTR2A HTR2B HTR2C HTT IBTK IL13 IL16 INPP5K ITGAV ITGB3 ITPR1 ITPR2 ITPR3 JPH1 JPH2 JPH3 JPH4 JSRP1 KCNJ8 KCNN4 LACRT LCK LETM1 LGALS3 LHCGR LILRA2 LILRA5 LILRB1 LILRB2 LIME1 LYN MAIP1 MCHR1 MCOLN1 MCOLN2 MCOLN3 MCU MCUB MCUR1 METTL21C MICU1 MICU2 MICU3 MIR1-1 MIR133A1 MIR200C MIR208A MIR208B MIR21 MIR328 MIR34A MIR424 MIR499A MIR93 MRLN MS4A1 MYLK NALCN NALF1 NALF2 NCS1 NIPSNAP2 NMUR1 NMUR2 NOL3 NOS1 NOS1AP NOS3 NPPA NPSR1 NTSR1 OPRD1 OPRM1 ORAI1 ORAI2 ORAI3 P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX6 P2RX7 P2RY6 PACSIN3 PANX1 PDE4B PDE4D PDGFB PDGFRB PDPK1 PIK3CG PKD1 PKD1L1 PKD1L2 PKD1L3 PKD2 PKD2L1 PKD2L2 PKDREJ PLA2G1B PLCB1 PLCB2 PLCB3 PLCB4 PLCD1 PLCE1 PLCG1 PLCG2 PLCH1 PLCH2 PLCZ1 PLN PLP1 PLPP4 PML PMPCB PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PRKACA PRKCB PRKCE PRKD1 PRNP PSEN1 PSEN2 PTGS2 PTK2B PTPN6 PTPRC RAMP1 RAMP2 RAMP3 RASA3 RCVRN REM1 RGS4 RYR1 RYR2 RYR3 SARAF SCN10A SCN11A SCN1A SCN2A SCN3A SCN4A SCN5A SCN7A SCN8A SCN9A SEC61A1 SELENOK SELENON SEMG1 SESTD1 SLC24A1 SLC24A2 SLC24A3 SLC24A4 SLC24A5 SLC25A23 SLC25A25 SLC30A1 SLC35G1 SLC3A2 SLC8A1 SLC8A2 SLC8A3 SLC8B1 SLC9A1 SLN SMDT1 SNCA SPG11 SPHK2 SPINK1 SRI STAC STAC2 STAC3 STC1 STC2 STIM1 STIM2 STIMATE STRIT1 SUMO1 THY1 TLR9 TMBIM6 TMC1 TMC2 TMCO1 TMEM165 TMEM37 TMEM38A TMEM38B TPCN1 TPCN2 TPT1 TRDN TRIM27 TRPA1 TRPC1 TRPC3 TRPC4 TRPC4AP TRPC5 TRPC6 TRPC7 TRPM1 TRPM2 TRPM3 TRPM4 TRPM5 TRPM6 TRPM7 TRPM8 TRPV1 TRPV2 TRPV3 TRPV4 TRPV5 TRPV6 TSPAN13 TSPO UBASH3B UBQLN1 UBR3 UCN VDAC1 VDR VMP1 WFS1 WNK3 WNT3A XCL1 XCR1 YWHAE ZMPSTE24 GOBP_CALCIUM_ION_TRANSPORT_INTO_CYTOSOL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CALCIUM_ION_TRANSPORT_INTO_CYTOSOL ADCYAP1R1 ADRA1A BAK1 BAX BCL2 CACNA1C CACNA2D1 CACNB3 CAV1 EPO GRIN1 JPH1 JPH2 JPH3 JPH4 LHCGR NOS1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX7 PLA2G1B PML RYR2 SLC8A1 TMBIM6 TRPC3 GOBP_CALCIUM_MEDIATED_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CALCIUM_MEDIATED_SIGNALING ACKR2 ACKR3 ACKR4 ACTN3 ADA ADGRB2 ADGRL1 AGTR1 AKAP5 AKAP6 ANK2 ATP1A2 ATP1B1 ATP2A2 ATP2B4 AVPR1A AZU1 BCAP31 BHLHA15 BST1 BTK C10orf71 CACNA1C CALM1 CALM2 CALM3 CAMK2D CAMKK2 CAMTA1 CASQ1 CASQ2 CCL20 CCL3 CCL4 CCR1 CCR10 CCR2 CCR3 CCR4 CCR5 CCR6 CCR7 CCR8 CCR9 CCRL2 CD22 CD3E CD4 CDH13 CHERP CHP1 CHP2 CHRM3 CIB1 CLEC7A CLIC2 CMKLR1 CX3CR1 CXCL8 CXCR1 CXCR2 CXCR3 CXCR4 CXCR5 CXCR6 DEFB1 DMD DMPK DMTN DYRK2 EDN1 EDN2 EDNRB EFHB EIF2AK3 ERBB3 FCGR3A FHL2 FIS1 FKBP1B FPR2 GBP1 GPR143 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRM5 GSK3B GSTM2 GSTO1 HINT1 HOMER2 HOMER3 HPCA HRC HTR2B HTT IGF1 IRGM ITPR1 JPT2 KCNJ11 KCNJ8 KDR KSR2 LACRT LAT LAT2 LHCGR LMCD1 LRRK2 MAPK7 MAPT MCOLN1 MCTP1 MCTP2 MCU MIR1-1 MIR133A1 MTOR MYOZ1 MYOZ2 NCALD NEUROD2 NFAT5 NFATC1 NFATC2 NFATC3 NFATC4 NMUR1 NMUR2 NR5A1 NR5A2 NUDT4 P2RX2 P2RX3 P2RX4 P2RX5 P2RX7 P2RY11 P2RY12 PDGFRA PDGFRB PDK2 PDPK1 PLA2G4B PLCE1 PLCG1 PLCG2 PLEK PLN POMC PPP1R9A PPP1R9B PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PRKAA1 PRKACA PRKD1 PRNP PTBP1 PTGDR2 PTGFR PTPRC PTPRJ RCAN1 RCAN2 RCAN3 REM1 RGN RIT2 RYR2 SAMD14 SELE SELENOK SELP SGCD SLA2 SLC24A4 SLC8A1 SLC8A2 SLC9A1 SPHK1 SPPL3 STIMATE SYK TBC1D10C TMBIM4 TMEM100 TMEM38A TMEM38B TNF TNFSF11 TNNI3 TPCN2 TRAT1 TREM2 TRPM2 TRPM4 TRPM5 TRPM8 VCAM1 XCR1 ZAP70 ZMPSTE24 GOBP_CALCIUM_MEDIATED_SIGNALING_USING_INTRACELLULAR_CALCIUM_SOURCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CALCIUM_MEDIATED_SIGNALING_USING_INTRACELLULAR_CALCIUM_SOURCE ADGRL1 AZU1 BCAP31 CCL20 DEFB1 DMTN FIS1 FKBP1B GPR143 GRM5 HOMER2 KDR PRKACA PRNP PTGFR PTPRC PTPRJ RYR2 SELP STIMATE TRPM2 VCAM1 GOBP_CALMODULIN_DEPENDENT_KINASE_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CALMODULIN_DEPENDENT_KINASE_SIGNALING_PATHWAY CAMKK2 HTT IRGM KCNJ11 KCNJ8 LRRK2 PCP4 PRKAA1 TPRG1L TREM2 ZMPSTE24 GOBP_CAMERA_TYPE_EYE_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CAMERA_TYPE_EYE_MORPHOGENESIS ABI2 AHI1 ALDH1A3 AQP1 AQP5 ATF4 ATP8A2 BAK1 BAX BBS4 BCAR3 BMP4 BMP7 C12orf57 CABP4 CALB1 CDON CITED2 CNTF COL8A1 COL8A2 CRB1 CRB2 CRYGB CTNNB1 DIO3 DLL1 DSCAM EPHA2 EPHB1 EPHB2 FAT1 FAT3 FJX1 FOXE3 FOXF2 FOXN4 FRS2 FZD5 GDF11 GLI3 GNAT1 GNAT2 HCN1 HIF1A HIPK1 HIPK2 HMGN1 IFT122 IFT172 IHH IMPG2 JAG1 KDM2B KDR LARGE1 LCTL LHX1 LRP5 MAN2A1 MEGF11 MEIS1 MFN2 MFSD2A NAGLU NDP NECTIN1 NECTIN3 NF1 NOTCH1 NOTCH2 NRL NTRK2 PAX2 PAX6 PDE6C PHACTR4 PITX2 PITX3 PRDM1 PROM1 PROX1 PTF1A PTPRM RBP4 RDH13 RHO RING1 ROM1 RORB RP1 RPE65 RPGRIP1 RPGRIP1L RS1 SDK1 SDK2 SHROOM2 SIX3 SKI SLC1A1 SOX1 SOX11 SOX8 SOX9 SP3 STAT3 STRA6 TBC1D20 TBX2 TDRD7 TENM3 TFAP2A TFAP2B TH THRB THY1 TSKU TSPAN12 TTC8 TWIST1 USH1C VEGFA VHL VSX1 WNT16 WNT2 WNT2B WNT5A WNT9A YY1 ZEB1 ZHX2 GOBP_CAMERA_TYPE_EYE_PHOTORECEPTOR_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CAMERA_TYPE_EYE_PHOTORECEPTOR_CELL_DIFFERENTIATION BBS4 CABP4 CNTF CRB2 DIO3 DSCAM GNAT1 GNAT2 HCN1 IHH NAGLU NDP NOTCH1 NRL NTRK2 PDE6C PROM1 ROM1 RORB RP1 RPGRIP1 RPGRIP1L SDK2 SOX8 SOX9 STAT3 THRB THY1 TTC8 USH1C GOBP_CAMKK_AMPK_SIGNALING_CASCADE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CAMKK_AMPK_SIGNALING_CASCADE CAMKK2 HTT IRGM KCNJ11 KCNJ8 LRRK2 PRKAA1 TREM2 ZMPSTE24 GOBP_CAMP_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CAMP_BIOSYNTHETIC_PROCESS ADCY1 ADCY10 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 GOBP_CAMP_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CAMP_CATABOLIC_PROCESS PDE10A PDE4A PDE4B PDE4C PDE4D PDE7A PDE7B PDE8A PDE8B GOBP_CAMP_MEDIATED_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CAMP_MEDIATED_SIGNALING ADCY1 ADCY2 ADCYAP1 ADCYAP1R1 ADGRG6 ADM AHR AKAP6 APLNR ATF1 CAP1 CAP2 CDC34 CGAS CREB1 DEFB1 DGKQ EPHA5 FFAR4 GAL GHRHR GIP GIPR GLP1R GNAI1 GPR3 GPR61 GPR62 INSL3 KSR1 LPAR1 MAPK7 MGRN1 OPRL1 OR51E2 PDE11A PDE2A PDE3A PDE3B PDE4D PDE7A PDE7B PEX5L POMC RAPGEF2 RAPGEF3 RASD2 RXFP2 SCT SCTR SOX9 UBE2B UCN GOBP_CAMP_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CAMP_METABOLIC_PROCESS ADCY1 ADCY10 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 CACNB4 EPHA2 PDE10A PDE4A PDE4B PDE4C PDE4D PDE7A PDE7B PDE8A PDE8B PTH PTHLH GOBP_CANNABINOID_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CANNABINOID_SIGNALING_PATHWAY ABHD6 ADGRF1 ALOX15B CAMK2A CNR1 CNR2 DAGLA GPR55 MGLL GOBP_CANONICAL_NF_KAPPAB_SIGNAL_TRANSDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CANONICAL_NF_KAPPAB_SIGNAL_TRANSDUCTION ABL1 ADIPOQ AJUBA AKAP13 AKT1 ALPK1 ANGPT1 ANKRD17 APOL3 ARRB2 ASH1L ATP2C1 AVPR2 AZI2 BCL10 BCL3 BIRC2 BIRC3 BRD4 BST2 BTK BTRC C18orf32 CACTIN CANT1 CAPN3 CARD11 CARD16 CARD19 CARD8 CARD9 CASP1 CASP10 CASP8 CC2D1A CCDC22 CCL19 CCL21 CCR7 CD36 CD4 CD40 CD74 CFLAR CHUK CLEC4D CLEC6A CLEC7A CPNE1 CTH CTNNB1 CUL1 CX3CL1 CX3CR1 CXXC5 DAB2IP DDRGK1 DDX1 DDX21 DEFB124 DHX15 DHX36 ECM1 ECT2 EDA EDA2R EDAR EDN1 EDNRA EDNRB ERC1 ESR1 F2R F2RL1 FADD FAIM FASLG FBXW11 FKBP1A FLNA FYN GAPDH GBP7 GJA1 GOLT1B GPR89A GPRC5B GSTP1 HACD3 HDAC1 HLA-DRB1 HMOX1 HSPB1 HTR2B IFIT5 IKBKB IKBKE IKBKG IL1A IL1B INAVA IRAK1 IRAK1BP1 IRAK2 IRAK4 IRF3 IRGM JMJD8 LAMTOR5 LGALS1 LGALS9 LILRB4 LIME1 LITAF LPAR1 LTB LTBR LTF LURAP1 LURAP1L MALT1 MAP3K14 MAP3K3 MAP3K7 MAPKBP1 MAVS MIB2 MID2 MIER1 MIR15A MIR15B MIR16-1 MIR195 MIR27B MIR497 MTDH MUL1 MYD88 NDFIP1 NDFIP2 NEK6 NFKB1 NFKB2 NFKBIA NFKBIB NFKBIL1 NKIRAS1 NKIRAS2 NLRC3 NLRP12 NLRP6 NLRX1 NOD1 NOD2 NR1D1 NR1H4 NUP62 OPTN OTUD7B PARP1 PDPK1 PELI1 PELI2 PER1 PIDD1 PIM2 PINK1 PLCG2 PLEKHG5 PLK2 PPM1A PPM1B PPM1N PPP5C PRDX4 PRKCB PRKCE PRKD1 PRKN PYCARD RBCK1 RBX1 REL RELA RELB RFPL1 RFPL2 RFPL3 RFPL4A RFPL4AL1 RHOA RHOC RHOH RIOK3 RIPK1 RIPK2 RIPK3 RNF31 ROCK1 ROCK2 ROR1 RORA S100A12 S100A13 S100A4 S100B SECTM1 SHARPIN SHISA5 SIRPA SIRT1 SLC20A1 SLC35B2 SLC39A8 SLC44A2 SNIP1 SPHK2 SQSTM1 STAT1 SUMO4 TAB2 TAB3 TANK TBK1 TBKBP1 TERF2IP TFG TFRC TICAM1 TICAM2 TIFA TIFAB TIRAP TLE1 TLR2 TLR3 TLR4 TLR6 TLR7 TLR8 TLR9 TMED4 TMEM101 TMEM106A TMEM9B TNF TNFAIP3 TNFRSF10B TNFRSF19 TNFRSF1A TNFSF10 TNFSF11 TNIP1 TNIP2 TNIP3 TRADD TRAF1 TRAF2 TRAF3 TRAF3IP2 TRAF4 TRAF5 TRAF6 TREM2 TRIM13 TRIM21 TRIM22 TRIM25 TRIM32 TRIM34 TRIM38 TRIM39 TRIM5 TRIM52 TRIM58 TRIM59 TRIM6 TRIM62 TRIM68 TRIM8 TSPAN6 UBD UBE2I UBE2N UBE2V1 UFL1 UNC5CL USP10 USP20 VAPA WDR83 WLS WNT5A XIAP ZC3H12A ZDHHC13 ZDHHC17 ZFAND6 ZMYND11 ZNF675 GOBP_CANONICAL_WNT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CANONICAL_WNT_SIGNALING_PATHWAY ADGRA2 ADNP AMER1 AMER2 AMER3 AMFR ANKRD6 APC APC2 APOE ASPM ATP6AP2 AXIN1 AXIN2 BAMBI BCL9 BCL9L BICC1 BIRC8 BMAL1 BMP2 BTRC CAPRIN2 CAV1 CBY1 CCAR2 CCDC88C CCNY CCNYL1 CCNYL2 CCNYL3 CDH2 CDH3 CDK14 CHD8 COL1A1 CSNK1A1 CSNK1A1L CSNK1D CSNK1E CSNK1G1 CSNK1G2 CSNK1G3 CTDNEP1 CTHRC1 CTNNB1 CTNNBIP1 CTNND1 CTNND2 CYLD DAAM2 DAB2 DAB2IP DACT1 DACT3 DAPK3 DDIT3 DDX3X DISC1 DIXDC1 DKK1 DKK2 DKK3 DKK4 DKKL1 DLX5 DRAXIN DVL1 DVL2 DVL3 EDA EDN1 EDNRA EDNRB EGF EGFR EGR1 EMD EXT1 FAM53B FERMT1 FGF10 FGF2 FGF9 FGFR2 FOLR1 FOXD1 FOXO1 FRAT1 FRAT2 FRMD8 FRMD8P1 FRZB FUZ FZD1 FZD10 FZD2 FZD3 FZD4 FZD5 FZD6 FZD7 FZD8 FZD9 G3BP1 GATA3 GID8 GLI1 GLI3 GNAQ GPC3 GPC5 GPRC5B GREM1 GSK3A GSK3B GSKIP HDAC1 HECW1 HESX1 HHEX IFT20 IGFBP1 IGFBP2 IGFBP4 IGFBP6 ILK INVS ISL1 JADE1 JRK JUP KANK1 KLF4 KPNA1 KREMEN1 LATS1 LATS2 LEF1 LGR4 LGR5 LGR6 LIMD1 LMBR1L LRP4 LRP5 LRP6 LRRK1 LRRK2 LYPD6 LZTS2 MAD2L2 MAPK14 MCC MDK MESP1 MIR1-1 MIR145 MIR199A1 MIR19B1 MIR26A1 MIR29B1 MIR29C MIR346 MIR498 MIR501 MIR665 MKS1 MLLT3 NDP NFKB1 NHERF1 NID1 NKD1 NKD2 NKX2-5 NLE1 NOG NOTCH1 NOTUM NPHP3 NPHP4 NR4A2 NRARP OTUD5 OTULIN PFDN5 PIN1 PLEKHA4 PPM1A PPM1B PPM1N PPP1CA PRDM15 PRICKLE1 PRKN PSEN1 PTEN PTK7 PTPRO PTPRU PYGO1 PYGO2 RAB5A RARG RBMS3 RBPJ RBX1 RECK RNF14 RNF146 RNF220 RPS12 RSPO1 RSPO2 RSPO3 RUVBL1 RUVBL2 RYK SCEL SCYL2 SDC1 SDHAF2 SEMA5A SFRP1 SFRP2 SFRP4 SFRP5 SHH SHISA3 SHISA6 SIAH1 SIAH2 SMAD3 SMURF2 SNAI2 SOST SOSTDC1 SOX10 SOX13 SOX17 SOX2 SOX4 SOX7 SOX9 SRC STK11 STK3 STK4 SULF2 TBL1X TBL1XR1 TBX18 TCF7 TCF7L1 TCF7L2 TGFB1 TLE1 TLE2 TLE3 TLE4 TLE5 TLE6 TLE7 TMEM131L TMEM170B TMEM198 TMEM64 TMEM88 TMEM88B TMEM9 TNKS TNKS2 TNN TPBG TPBGL TRPM4 TTC21B UBAC2 UBE2B UBR5 USP34 USP47 USP8 VCP VPS35 VPS4B WLS WNK1 WNK2 WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT8A WNT8B WNT9A WNT9B WWTR1 XIAP YAP1 ZBED3 ZEB2 ZNF703 ZNRF3 GOBP_CANONICAL_WNT_SIGNALING_PATHWAY_INVOLVED_IN_CARDIAC_MUSCLE_CELL_FATE_COMMITMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CANONICAL_WNT_SIGNALING_PATHWAY_INVOLVED_IN_CARDIAC_MUSCLE_CELL_FATE_COMMITMENT DKK1 MIR19B1 RBPJ WNT3A WNT8A GOBP_CANONICAL_WNT_SIGNALING_PATHWAY_INVOLVED_IN_HEART_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CANONICAL_WNT_SIGNALING_PATHWAY_INVOLVED_IN_HEART_DEVELOPMENT CTNNB1 DKK1 MIR19B1 RBPJ WNT3A WNT8A GOBP_CANONICAL_WNT_SIGNALING_PATHWAY_INVOLVED_IN_OSTEOBLAST_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CANONICAL_WNT_SIGNALING_PATHWAY_INVOLVED_IN_OSTEOBLAST_DIFFERENTIATION CTNNB1 FZD1 GSK3B MIR29B1 MIR346 TNN WNT3 GOBP_CANONICAL_WNT_SIGNALING_PATHWAY_INVOLVED_IN_REGULATION_OF_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CANONICAL_WNT_SIGNALING_PATHWAY_INVOLVED_IN_REGULATION_OF_CELL_PROLIFERATION CTNNB1 DVL2 LRP6 SFRP1 WNT3 WNT3A GOBP_CAP_DEPENDENT_TRANSLATIONAL_INITIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CAP_DEPENDENT_TRANSLATIONAL_INITIATION EIF3D EIF4G1 MIF4GD NCBP1 NCBP2 NCK1 SLBP GOBP_CARBOHYDRATE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARBOHYDRATE_BIOSYNTHETIC_PROCESS ACADM ADCYAP1R1 ADIPOQ AGL AKR1A1 AKR1B1 AKT1 AKT2 ALDOB ALDOC AP2A1 ARPP19 ATF3 ATF4 AVPR1B B3GALNT1 B3GALT1 B3GALT2 B3GALT4 B3GALT5 B3GAT2 B4GALNT2 B4GALT1 C1QTNF12 C1QTNF3 CD244 CHST10 CHST11 CHST12 CHST13 CHST14 CHST15 CHST8 CHST9 CLK2 CLTC CRTC2 CRY1 CSGALNACT1 CSGALNACT2 DDB1 DGKQ DSE DSEL DYRK2 EGF ENO1 ENO2 ENO3 ENPP1 EP300 EPM2AIP1 ERFE EXT1 EXT2 FBP1 FBP2 FOXO1 FUT1 FUT10 FUT2 FUT3 FUT4 FUT5 FUT6 FUT7 FUT8 FUT9 G6PC1 G6PC2 G6PC3 G6PD GBE1 GCG GCK GNMT GOT1 GPD1 GPER1 GPI GPT GPT2 GSK3A GSK3B GYG1 GYG2 GYS1 GYS2 HAS1 HAS2 HAS3 HRH1 HS2ST1 IGF1 IGF2 INPP5K INS INSR IRS1 IRS2 KAT2A KAT2B LALBA LEP LEPR LHCGR MAS1 MDH1 MDH2 MGAT2 MIR103A1 MIR107 MIR1271 MIR15B MIR195 MPDU1 MST1 NANS NDST1 NDST2 NDST3 NDST4 NFKB1 NHLRC1 NLN NNMT NR1D1 NR3C1 NTSR1 OGT P2RY1 P2RY6 PARP1 PASK PC PCK1 PCK2 PDGFB PDK2 PER2 PFKFB1 PGAM1 PGAM2 PGD PGK1 PGK2 PGM1 PGP PHKG1 PHKG2 PLEK PPARA PPARGC1A PPP1CA PPP1CB PPP1R3A PPP1R3B PPP1R3C PPP1R3D PPP1R3E PPP1R3F PPP1R3G PPP4R3B PRKACA PRKAG3 PRKG1 PTAFR PTGES3 PTH PTH1R PTK2B PTPN2 RANBP2 RBP4 RGN SDHAF3 SDS SELENOS SERPINA12 SESN2 SIK1 SIRT1 SIRT6 SIRT7 SLC25A1 SLC25A10 SLC25A11 SLC25A12 SLC25A13 SLC35B4 SLC37A4 SLC39A14 SMPD3 SNCA SOGA1 SORBS1 SORD ST3GAL2 ST3GAL3 ST3GAL4 ST3GAL6 ST6GALNAC1 ST6GALNAC5 ST6GALNAC6 ST8SIA6 STK11 TCF7L2 TGFB1 TPI1 UGP2 USP7 UST WDR5 ZNF692 GOBP_CARBOHYDRATE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARBOHYDRATE_CATABOLIC_PROCESS ACTN3 ADCY10 ADPGK AGL ALDOA ALDOB ALDOC AMY2A APP ARL2 ARNT BAD BPGM CBFA2T3 CHIA CHIT1 CTBS DDIT4 DERA DHDH DHTKD1 EIF6 ENO1 ENO2 ENO3 ENO4 ENOSF1 EP300 FBP1 FLCN FOXK1 FOXK2 FUT1 FUT10 FUT2 FUT4 FUT5 FUT6 FUT7 FUT8 FUT9 G6PC1 GAA GABARAPL1 GALE GALK1 GALM GALT GAPDH GAPDHS GBA3 GCK GIT1 GK GK2 GK5 GLB1 GLYCTK GM2A GPD1 GPD2 GPI GSK3A HDAC4 HEXA HEXB HIF1A HK1 HK2 HK3 HKDC1 HTR2A IDNK IDS IDUA IER3 IFNG IGF1 INS INSR JMJD8 KAT2B LCT LDHA LIPA LRP5 MAN2B1 MAN2B2 MAN2C1 MANBA MGAM MIR210 MLST8 MLXIPL MTOR NAGA NCOR1 NEU1 NEU2 NEU3 NEU4 NUDT5 NUPR1 OGDH OGDHL OGT P2RX7 PFKFB1 PFKFB2 PFKL PFKM PFKP PGAM1 PGAM2 PGAM4 PGD PGK1 PGK2 PGM1 PGM2 PHKG2 PKLR PKM PPARA PPP1CA PPP1CB PPP1R3B PPP1R3D PPP2CA PRKAA1 PRKAA2 PRKACA PRKAG1 PRKAG2 PRKAG3 PRXL2C PSEN1 PYGB PYGL PYGM RB1CC1 RBKS RPTOR SCARB2 SI SIRT6 SLC2A6 SLC4A1 SLC4A4 SORD STAT3 STBD1 TIGAR TKFC TKTL1 TP53 TPI1 TREH TREX1 UCP2 XYLB ZBTB20 ZBTB7A GOBP_CARBOHYDRATE_DERIVATIVE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARBOHYDRATE_DERIVATIVE_BIOSYNTHETIC_PROCESS A3GALT2 A4GALT A4GNT AATF ABCA2 ABCA7 ABCC5 ACACA ACACB ACAT1 ACER2 ACLY ACOT7 ACOT8 ACSBG1 ACSBG2 ACSF3 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 ACSS1 ACSS2 ADA ADA2 ADAL ADCY1 ADCY10 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ADK ADSL ADSS1 ADSS2 AGO2 AK1 AK2 AK3 AK4 AK5 AKR1A1 ALDOA ALG1 ALG10 ALG10B ALG11 ALG12 ALG13 ALG14 ALG1L2 ALG2 ALG3 ALG5 ALG6 ALG8 ALG9 AMDHD2 AMPD1 AMPD2 AMPD3 ANGPT1 ANTKMT AP2A1 APRT AQP11 ARFGEF1 ATIC ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5F1EP2 ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5MGL ATP5MJ ATP5MK ATP5PB ATP5PD ATP5PF ATP5PO ATP6V0C ATP6V1A ATP7A ATPSCKMT B3GALNT1 B3GALNT2 B3GALT1 B3GALT2 B3GALT4 B3GALT5 B3GALT6 B3GALT9 B3GAT1 B3GAT2 B3GAT3 B3GLCT B3GNT2 B3GNT3 B3GNT4 B3GNT5 B3GNT6 B3GNT7 B3GNT8 B3GNT9 B4GALNT1 B4GALNT2 B4GALT1 B4GALT3 B4GALT4 B4GALT5 B4GALT6 B4GALT7 B4GAT1 BACE2 BCL2 BMPR1B BMPR2 C1GALT1 C1GALT1C1 C1GALT1C1L C20orf173 C9orf64 CAD CANT1 CCL19 CCL21 CCR7 CDA CEMIP CHP1 CHPF CHPF2 CHST1 CHST10 CHST11 CHST12 CHST13 CHST14 CHST15 CHST2 CHST3 CHST4 CHST5 CHST6 CHST7 CHST8 CHST9 CHSY1 CHSY3 CLTC CMPK1 CMPK2 COASY COG3 COG7 COX11 CRPPA CRYL1 CSGALNACT1 CSGALNACT2 CTNNB1 CTPS1 CTPS2 CWH43 CYTL1 DAD1 DCAKD DCK DCXR DDOST DERL3 DGUOK DHDDS DHFR2 DHODH DIP2A DLAT DLD DMAC2L DNAJC30 DOLK DOLPP1 DPAGT1 DPM1 DPM2 DPM3 DPY19L1 DPY19L2 DPY19L2P2 DPY19L3 DPY19L4 DSE DSEL DTYMK DUT EGF ELOVL1 ELOVL2 ELOVL3 ELOVL4 ELOVL5 ELOVL6 ELOVL7 ENO1 ENSG00000276759 ENTPD5 EOGT EXT1 EXT2 EXTL1 EXTL2 EXTL3 FA2H FAM20B FCSK FKRP FKTN FLCN FOXL1 FUT1 FUT10 FUT2 FUT3 FUT4 FUT5 FUT6 FUT7 FUT8 FUT9 G6PD GAL3ST1 GAL3ST2 GAL3ST3 GAL3ST4 GALNT1 GALNT10 GALNT11 GALNT12 GALNT13 GALNT14 GALNT15 GALNT16 GALNT17 GALNT18 GALNT2 GALNT3 GALNT4 GALNT5 GALNT6 GALNT7 GALNT8 GALNT9 GALNTL5 GALNTL6 GART GATA1 GBGT1 GCDH GCNT1 GCNT2 GCNT3 GCNT4 GFPT1 GFPT2 GFUS GK GK2 GK5 GLCE GMDS GMPPB GMPS GNE GNPDA1 GNPDA2 GNPNAT1 GOLGA2 GOLPH3 GPAA1 GUCY1A1 GUCY1A2 GUCY1B1 GUCY2C GUCY2D GUCY2F GUK1 GXYLT1 GXYLT2 H19 HACD1 HACD2 HAS1 HAS2 HAS3 HBEGF HEXA HPRT1 HS2ST1 HS3ST1 HS3ST2 HS3ST3A1 HS3ST3B1 HS3ST4 HS3ST5 HS3ST6 HS6ST1 HS6ST2 HS6ST3 HSD17B12 HTD2 HYAL1 IGF1 IL15 IL1B IL33 IL4 IMPDH1 IMPDH2 ITM2A ITM2B ITM2C JAK3 KRTCAP2 LARGE1 LARGE2 LCMT2 LDHC LIPA MAGT1 MAN1C1 MGAT1 MGAT2 MGAT3 MGAT4A MGAT4B MGAT4C MGAT4D MGAT5 MGAT5B MIR101-1 MIR106A MIR144 MIR147A MIR153-1 MIR17 MIR20A MIR298 MIR31 MIR323A MIR455 MIR520C MIR644A MIR675 MLEC MLYCD MMUT MOGS MPC2 MPDU1 MPI MPPE1 MT-ATP6 MT-ATP8 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MTAP MTHFD1 MUSTN1 NANP NANS NCSTN NDST1 NDST2 NDST3 NDST4 NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA3 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFB1 NDUFB10 NDUFB11 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 NECAB1 NECAB2 NECAB3 NFKB1 NME1 NME2 NME2P1 NME3 NME4 NME5 NME6 NME7 NME9 NPC1 NPPA NPPB NPPC NPR1 NPR2 NT5E NUDT14 NUDT2 NUS1 OGA OGT OST4 OSTC PAICS PANK1 PANK2 PANK3 PANK4 PAPSS1 PAPSS2 PARP1 PAWR PDGFB PDHA1 PDHA2 PDHB PDHX PDK1 PDK2 PDK3 PDK4 PFAS PGAP1 PGAP2 PGAP3 PGAP4 PGM2 PGM3 PHLDA1 PID1 PIGA PIGB PIGC PIGF PIGG PIGH PIGK PIGL PIGM PIGN PIGO PIGP PIGQ PIGS PIGT PIGU PIGV PIGW PIGY PIGZ PINK1 PLCB1 PLOD1 PLOD2 PLOD3 PMM1 PMM2 PNP POFUT1 POFUT2 POGLUT1 POGLUT2 POGLUT3 POMGNT1 POMGNT2 POMK POMT1 POMT2 PPARA PPARGC1A PPAT PPCDC PPCS PPT1 PPT2 PRKAA1 PRKAG2 PRPS1 PRPS1L1 PRPS2 PRPSAP1 PRPSAP2 PRTFDC1 PXYLP1 PYGL RAMP1 RFK RFT1 RPN1 RPN2 RRM1 RRM2 RRM2B RXYLT1 SCCPDH SDHA SDHB SDHC SDHD SERP1 SHMT1 SLC10A7 SLC25A1 SLC25A13 SLC25A16 SLC27A2 SLC2A10 SLC2A4 SLC30A5 SLC35B2 SLC35C1 SLC35D2 SLC39A8 SLC51B SMPD3 SNCA SOAT1 SORD SPHK2 SRD5A3 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST3GAL5 ST3GAL6 ST6GAL1 ST6GALNAC1 ST6GALNAC2 ST6GALNAC3 ST6GALNAC4 ST6GALNAC5 ST6GALNAC6 ST8SIA1 ST8SIA2 ST8SIA3 ST8SIA4 ST8SIA5 ST8SIA6 STOML2 STT3A STT3B TAFAZZIN TBPL1 TCF7L2 TECR TET1 TET2 TET3 TGFB1 TK1 TK2 TKT TM9SF2 TMEM106A TMEM165 TMEM258 TMEM59 TMSB4X TMTC1 TMTC2 TMTC3 TMTC4 TNIP1 TPI1 TRAK1 TREM2 TREX1 TRMT12 TUSC3 TYMS TYW1 TYW1B TYW3 TYW5 UAP1 UAP1L1 UBE2J1 UCK1 UCK2 UCKL1 UGCG UGDH UGGT1 UGGT2 UGT8 UMPS UPP1 UPP2 UPRT UQCC3 UST UXS1 VCP VPS9D1 XXYLT1 XYLB XYLT1 XYLT2 GOBP_CARBOHYDRATE_DERIVATIVE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARBOHYDRATE_DERIVATIVE_CATABOLIC_PROCESS ABCD1 ABHD10 ACAT1 ACOT7 ADA ADA2 ADAL ADAMTS12 AICDA ALDH1A1 AMDHD2 AMPD3 AOAH APOBEC1 APOBEC2 APOBEC3A APOBEC3B APOBEC3C APOBEC3D APOBEC3F APOBEC3G APOBEC3H BPGM BTK CD44 CDA CDADC1 CELA1 CEMIP CEMIP2 CHI3L1 CHI3L2 CHIA CHIT1 CST3 CTBS CTSL DCTPP1 DERA DPYD DPYS DUT EDEM1 EDEM2 EDEM3 ENPP4 ENSG00000276759 ENTPD4 ENTPD5 ENTPD7 FBXO17 FBXO2 FBXO27 FBXO44 FBXO6 FGF2 FITM2 FUCA1 FUCA2 GALC GBA1 GBA2 GBA3 GDA GLA GLB1 GM2A GNPDA1 GNPDA2 GNS GPC1 GPD1 GPD1L GSK3A GUSB HEXA HEXB HGSNAT HINT1 HMMR HOGA1 HPRT1 HPSE HYAL1 HYAL2 HYAL3 HYAL4 IDS IDUA ITPA LCT LYG1 LYG2 LYVE1 MAN1A1 MAN1A2 MAN1B1 MAN1C1 MANBA MBD4 MGAT1 MIR181B1 MLYCD MMP12 MTAP NAGA NAGK NAGLU NCCRP1 NEIL1 NEIL2 NEU1 NEU2 NEU3 NEU4 NGLY1 NPL NT5C NT5C1A NT5C2 NT5E NT5M NTHL1 NUDT1 NUDT10 NUDT11 NUDT15 NUDT16 NUDT18 NUDT19 NUDT3 NUDT4 NUDT4B NUDT7 NUDT8 NUDT9 OGA OGG1 OVGP1 PDE10A PDE1A PDE2A PDE4A PDE4B PDE4C PDE4D PDE5A PDE7A PDE7B PDE8A PDE8B PDE9A PGLYRP1 PGLYRP2 PGLYRP3 PGLYRP4 PNLIPRP2 PNP PRKCD PRTFDC1 RENBP SAMHD1 SGSH SMUG1 SPAM1 STAB2 STT3B SUCLA2 SUCLG1 SUCLG2 TDG TGFB1 TYMP UNG UPB1 UPP1 UPP2 VNN1 XDH GOBP_CARBOHYDRATE_DERIVATIVE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARBOHYDRATE_DERIVATIVE_METABOLIC_PROCESS A3GALT2 A4GALT A4GNT AADAT AASS AATF ABCA2 ABCA7 ABCC5 ABCC6 ABCD1 ABHD10 ABHD14B ABHD6 ACACA ACACB ACAT1 ACER2 ACLY ACOT1 ACOT11 ACOT12 ACOT2 ACOT4 ACOT6 ACOT7 ACOT8 ACOT9 ACP3 ACP6 ACSBG1 ACSBG2 ACSF2 ACSF3 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 ACSM1 ACSM2A ACSM2B ACSM3 ACSM4 ACSM5 ACSM6 ACSS1 ACSS2 ADA ADA2 ADAL ADAMTS12 ADAMTS13 ADAMTS7 ADCY1 ADCY10 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ADK ADSL ADSS1 ADSS2 AGA AGO2 AICDA AK1 AK2 AK3 AK4 AK5 AKR1A1 AKR1B1 AKR1B10 AKR1C1 AKR1C2 AKR1C3 AKR1C4 AKR7A2 ALDH1A1 ALDOA ALDOB ALDOC ALG1 ALG10 ALG10B ALG11 ALG12 ALG13 ALG14 ALG1L2 ALG2 ALG3 ALG5 ALG6 ALG8 ALG9 AMDHD2 AMPD1 AMPD2 AMPD3 ANGPT1 ANTKMT AOAH AP2A1 APCS APOBEC1 APOBEC2 APOBEC3A APOBEC3B APOBEC3C APOBEC3D APOBEC3F APOBEC3G APOBEC3H APRT AQP11 ARFGEF1 ATIC ATP1A2 ATP1B1 ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5F1EP2 ATP5IF1 ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5MGL ATP5MJ ATP5MK ATP5PB ATP5PD ATP5PF ATP5PO ATP6V0C ATP6V1A ATP6V1B1 ATP6V1B2 ATP7A ATPSCKMT B3GALNT1 B3GALNT2 B3GALT1 B3GALT2 B3GALT4 B3GALT5 B3GALT6 B3GALT9 B3GAT1 B3GAT2 B3GAT3 B3GLCT B3GNT2 B3GNT3 B3GNT4 B3GNT5 B3GNT6 B3GNT7 B3GNT8 B3GNT9 B4GALNT1 B4GALNT2 B4GALT1 B4GALT3 B4GALT4 B4GALT5 B4GALT6 B4GALT7 B4GAT1 BAAT BACE2 BAD BAX BCL2 BEND3 BMP2 BMPR1B BMPR2 BPGM BPNT1 BPNT2 BTK C1GALT1 C1GALT1C1 C1GALT1C1L C20orf173 C9orf64 CACNB4 CAD CANT1 CARD11 CASK CBR4 CCL19 CCL21 CCR7 CD44 CDA CDADC1 CELA1 CEMIP CEMIP2 CERK CHI3L1 CHI3L2 CHIA CHIT1 CHP1 CHPF CHPF2 CHST1 CHST10 CHST11 CHST12 CHST13 CHST14 CHST15 CHST2 CHST3 CHST4 CHST5 CHST6 CHST7 CHST8 CHST9 CHSY1 CHSY3 CLN6 CLPX CLTC CMAHP CMAS CMPK1 CMPK2 CNMD COASY COG3 COG7 COL11A1 COL2A1 COX11 CPTP CREM CROT CRPPA CRYL1 CSGALNACT1 CSGALNACT2 CST3 CTBS CTNNB1 CTNS CTPS1 CTPS2 CTSL CWH43 CYTL1 DAD1 DCAKD DCK DCTPP1 DCXR DDOST DERA DERL3 DGAT1 DGAT2 DGUOK DHDDS DHFR2 DHODH DIP2A DLAT DLD DLG1 DLG2 DLST DMAC2L DNAJC30 DNM1L DNPH1 DOLK DOLPP1 DPAGT1 DPM1 DPM2 DPM3 DPY19L1 DPY19L2 DPY19L2P2 DPY19L3 DPY19L4 DPYD DPYS DSE DSEL DTYMK DUT EDEM1 EDEM2 EDEM3 EDNRA EDNRB EFL1 EGF ELOVL1 ELOVL2 ELOVL3 ELOVL4 ELOVL5 ELOVL6 ELOVL7 ENGASE ENO1 ENPP1 ENPP3 ENPP4 ENPP7 ENSG00000205794 ENSG00000276759 ENTPD4 ENTPD5 ENTPD7 EOGT EPHA2 ERH ERP44 EXT1 EXT2 EXTL1 EXTL2 EXTL3 FA2H FAM20B FAR1 FAR2 FBP1 FBP2 FBXO17 FBXO2 FBXO27 FBXO44 FBXO6 FCSK FGF2 FIGNL1 FIS1 FITM2 FKRP FKTN FLCN FN3K FOXC1 FOXL1 FUCA1 FUCA2 FUT1 FUT10 FUT2 FUT3 FUT4 FUT5 FUT6 FUT7 FUT8 FUT9 G6PC1 G6PC2 G6PC3 G6PD GAL3ST1 GAL3ST2 GAL3ST3 GAL3ST4 GALC GALNT1 GALNT10 GALNT11 GALNT12 GALNT13 GALNT14 GALNT15 GALNT16 GALNT17 GALNT18 GALNT2 GALNT3 GALNT4 GALNT5 GALNT6 GALNT7 GALNT8 GALNT9 GALNTL5 GALNTL6 GALT GANAB GANC GART GATA1 GBA1 GBA2 GBA3 GBGT1 GCDH GCK GCKR GCNT1 GCNT2 GCNT3 GCNT4 GDA GFPT1 GFPT2 GFUS GIMAP7 GK GK2 GK5 GLA GLB1 GLCE GLTP GLYAT GLYCTK GM2A GMDS GMPPB GMPR2 GMPS GNAI3 GNE GNMT GNPDA1 GNPDA2 GNPNAT1 GNPTAB GNPTG GNS GOLGA2 GOLPH3 GPAA1 GPAM GPAT2 GPAT3 GPAT4 GPC1 GPD1 GPD1L GPD2 GPI GPLD1 GSK3A GTPBP1 GUCY1A1 GUCY1A2 GUCY1B1 GUCY2C GUCY2D GUCY2F GUK1 GUSB GXYLT1 GXYLT2 H19 H6PD HACD1 HACD2 HAS1 HAS2 HAS3 HBEGF HEXA HEXB HGSNAT HIF1A HINT1 HK1 HK2 HK3 HKDC1 HMGCR HMGCS1 HMGCS2 HMMR HOGA1 HPRT1 HPSE HS2ST1 HS3ST1 HS3ST2 HS3ST3A1 HS3ST3B1 HS3ST4 HS3ST5 HS3ST6 HS6ST1 HS6ST2 HS6ST3 HSD17B12 HSD17B4 HSPA1A HSPA1B HSPA8 HTD2 HYAL1 HYAL2 HYAL3 HYAL4 ICMT IDS IDUA IFNG IGF1 IHH IL15 IL1B IL33 IL4 IMPDH1 IMPDH2 ITGB8 ITIH1 ITIH2 ITIH3 ITIH4 ITIH5 ITIH6 ITM2A ITM2B ITM2C ITPA JAK3 KIT KRTCAP2 LARGE1 LARGE2 LCMT2 LCT LDHC LEP LIPA LRGUK LRRK2 LYG1 LYG2 LYVE1 MACROD1 MACROD2 MAGI3 MAGT1 MAN1A1 MAN1A2 MAN1B1 MAN1C1 MAN2A1 MAN2A2 MAN2B1 MANBA MBD4 MCCC2 MCEE MFN1 MGAT1 MGAT2 MGAT3 MGAT4A MGAT4B MGAT4C MGAT4D MGAT5 MGAT5B MIR101-1 MIR106A MIR144 MIR147A MIR153-1 MIR17 MIR181B1 MIR20A MIR298 MIR31 MIR323A MIR455 MIR520C MIR644A MIR675 MLEC MLST8 MLYCD MMP12 MMUT MOGS MPC2 MPDU1 MPI MPP1 MPPE1 MT-ATP6 MT-ATP8 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MTAP MTHFD1 MTOR MUSTN1 MVD MVK MYH3 MYH4 MYH6 MYH7 MYH8 NADK NAGA NAGK NAGLU NANP NANS NCCRP1 NCSTN NDNF NDST1 NDST2 NDST3 NDST4 NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA3 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFB1 NDUFB10 NDUFB11 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 NECAB1 NECAB2 NECAB3 NEIL1 NEIL2 NEU1 NEU2 NEU3 NEU4 NFKB1 NGLY1 NME1 NME2 NME2P1 NME3 NME4 NME5 NME6 NME7 NME9 NMNAT1 NPC1 NPL NPPA NPPB NPPC NPR1 NPR2 NT5C NT5C1A NT5C1B NT5C2 NT5C3A NT5E NT5M NTHL1 NUDT1 NUDT10 NUDT11 NUDT14 NUDT15 NUDT16 NUDT18 NUDT19 NUDT2 NUDT3 NUDT4 NUDT4B NUDT5 NUDT7 NUDT8 NUDT9 NUS1 OARD1 OGA OGDH OGG1 OGT OLA1 OPA1 OST4 OSTC OVGP1 OXSM PAICS PANK1 PANK2 PANK3 PANK4 PAPSS1 PAPSS2 PARG PARK7 PARP1 PAWR PCSK6 PDE10A PDE1A PDE2A PDE4A PDE4B PDE4C PDE4D PDE5A PDE7A PDE7B PDE8A PDE8B PDE9A PDGFB PDHA1 PDHA2 PDHB PDHX PDK1 PDK2 PDK3 PDK4 PFAS PFKFB1 PFKFB2 PFKFB3 PFKFB4 PFKL PFKM PFKP PGAM1 PGAP1 PGAP2 PGAP3 PGAP4 PGD PGLS PGLYRP1 PGLYRP2 PGLYRP3 PGLYRP4 PGM2 PGM3 PHLDA1 PID1 PIGA PIGB PIGC PIGF PIGG PIGH PIGK PIGL PIGM PIGN PIGO PIGP PIGQ PIGS PIGT PIGU PIGV PIGW PIGY PIGZ PINK1 PIPOX PLCB1 PLOD1 PLOD2 PLOD3 PMM1 PMM2 PMVK PNLIPRP2 PNP POFUT1 POFUT2 POGLUT1 POGLUT2 POGLUT3 POMGNT1 POMGNT2 POMK POMT1 POMT2 PORCN PPARA PPARGC1A PPAT PPCDC PPCS PPT1 PPT2 PRKAA1 PRKAG2 PRKCD PRKCSH PRPS1 PRPS1L1 PRPS2 PRPSAP1 PRPSAP2 PRTFDC1 PTGDR PTH PTHLH PTX3 PXYLP1 PYGL RAB1A RAB1B RAB23 RAMP1 RAN RBKS RENBP RFK RFT1 RHOQ RNASEH2B RORA RPE RPEL1 RPIA RPN1 RPN2 RPTOR RRM1 RRM2 RRM2B RXYLT1 SAMHD1 SCCPDH SDHA SDHB SDHC SDHD SERP1 SGSH SHMT1 SHPK SLC10A7 SLC25A1 SLC25A13 SLC25A16 SLC25A25 SLC27A2 SLC2A10 SLC2A4 SLC30A5 SLC34A1 SLC35A3 SLC35B2 SLC35C1 SLC35D2 SLC39A8 SLC51B SMPD1 SMPD3 SMUG1 SNCA SOAT1 SORD SPAM1 SPHK2 SRD5A3 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST3GAL5 ST3GAL6 ST6GAL1 ST6GALNAC1 ST6GALNAC2 ST6GALNAC3 ST6GALNAC4 ST6GALNAC5 ST6GALNAC6 ST8SIA1 ST8SIA2 ST8SIA3 ST8SIA4 ST8SIA5 ST8SIA6 STAB2 STOML2 STT3A STT3B SUCLA2 SUCLG1 SUCLG2 SULF1 SULF2 SULT1A1 SULT1A2 SULT1A3 SULT1A4 SULT1B1 SULT1C3 SULT1C4 SULT1E1 SULT2A1 SULT2B1 SUMF1 TAFAZZIN TALDO1 TBPL1 TCF7L2 TDG TDO2 TECR TET1 TET2 TET3 TGDS TGFB1 TH THEM5 TIGAR TJP2 TK1 TK2 TKFC TKT TM9SF2 TMEM106A TMEM165 TMEM258 TMEM59 TMSB4X TMTC1 TMTC2 TMTC3 TMTC4 TNFAIP6 TNIP1 TP53 TPI1 TPST1 TPST2 TRAK1 TREM2 TREX1 TRMT12 TSPO TUSC3 TYMP TYMS TYW1 TYW1B TYW3 TYW5 UAP1 UAP1L1 UBE2J1 UCK1 UCK2 UCKL1 UGCG UGDH UGGT1 UGGT2 UGP2 UGT8 UMPS UNG UPB1 UPP1 UPP2 UPRT UQCC3 UST UXS1 VCP VNN1 VPS9D1 XDH XXYLT1 XYLB XYLT1 XYLT2 GOBP_CARBOHYDRATE_DERIVATIVE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARBOHYDRATE_DERIVATIVE_TRANSPORT ABCC3 ABCC4 ABCC5 ABCC6 ABCD1 ABCG1 ADCY10 ADORA1 ANKH CALHM1 CALHM3 CD47 CLN3 CPTP CR1 G6PC1 G6PC3 GJB1 GLTP LBP LRRC8A LRRC8C LRRC8D LRRC8E MFSD2A NPC2 PLA2G10 PLEKHA8 PLTP PSAP RALBP1 RFT1 RSC1A1 SCARB1 SLC10A7 SLC15A2 SLC15A3 SLC15A4 SLC17A3 SLC17A9 SLC19A1 SLC25A16 SLC25A17 SLC25A19 SLC25A23 SLC25A24 SLC25A25 SLC25A26 SLC25A31 SLC25A4 SLC25A41 SLC25A42 SLC25A47 SLC25A5 SLC25A6 SLC28A1 SLC28A2 SLC28A3 SLC29A1 SLC29A2 SLC29A3 SLC29A4 SLC33A1 SLC35A1 SLC35A2 SLC35A3 SLC35A4 SLC35A5 SLC35B1 SLC35B2 SLC35B3 SLC35B4 SLC35C1 SLC35C2 SLC35D1 SLC35D2 SLC35D3 SLC35E3 SLC37A1 SLC37A2 SLC37A3 SLC37A4 SLC46A2 SLC50A1 SLC5A1 SLC5A2 SPNS1 VLDLR GOBP_CARBOHYDRATE_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARBOHYDRATE_HOMEOSTASIS ABCA12 ABCC8 ACE ACSM2A ADCY5 ADCY8 ADGRF5 ADIPOQ ADIPOR1 ADIPOR2 ADISSP ADRA2A AGER AKT1 ALOX5 ANO1 APPL2 ASPSCR1 BACE2 BAD BAIAP3 BECN2 BGLAP BHLHA15 BRSK2 C1QTNF12 C2CD2L CARTPT CASR CAV3 CCDC186 CCN4 CDK16 CEBPA CFTR CLTRN CMA1 CMKLR2 CNR1 CPB2 CRTC2 CRY1 CRY2 CSMD1 CSRP3 CYB5R4 CYP11B1 CYP7A1 DBH DHPS DUSP29 EFNA5 ENY2 EPHA5 ERN1 FABP5 FFAR1 FFAR2 FGF21 FGFR4 FKBP1B FOSL2 FOXA1 FOXA2 FOXA3 FOXK1 FOXK2 FOXO1 G6PC1 G6PC2 GAS6 GATA4 GCG GCGR GCK GCKR GCLC GCLM GHRL GJB6 GPER1 GPI GPLD1 GPR21 GPR27 GPR68 GPX1 HECTD4 HIF1A HK1 HK2 HK3 HKDC1 HLA-DRB1 HNF1A HNF4A ICAM1 IGF1R IGFBP5 IL6 INPP5K INS INSR IRS1 IRS2 JAGN1 KAT5 KCNB1 KLF15 KLF7 LEP LEPR LIN28A LRP5 LRRC8A LRRC8D MBD5 MCU MIR103A1 MIR146A MIR15A MIR16-1 MIR320A MIR320B1 MIR320B2 MIR320C1 MIR320C2 MIR320D1 MIR320D2 MIR320E MIR337 MIR33A MIRLET7G MLXIPL MPC2 MTNR1B NADK NCF1 NCOA5 NDUFAF2 NEUROD1 NGFR NKX6-1 NOX4 NPTX1 NR1D1 NR1H4 NUCKS1 OAS1 OBP2A OPRK1 OSBP PARK7 PAX2 PAX6 PCK1 PCK2 PDE8B PDK2 PDK3 PDK4 PDX1 PFKM PIH1D1 PIK3CA PIK3R1 PIK3R2 PIM3 PLA2G6 PLSCR3 POMC PPARG PPARGC1A PPP1R3G PPP3CA PPP3CB PRCP PRKAA1 PRKAA2 PRKACA PRKCE PTCH1 PTPN11 PTPN2 PTPRN PTPRN2 PYGL RAB11B RAB11FIP2 RAB11FIP5 RACK1 RAF1 RBM4 RBP4 RFX6 RMI1 RPH3AL RPS6 RRAGA SELENOT SERPINF1 SESN2 SESN3 SGCB SIDT2 SIN3A SIRT1 SIRT6 SLC12A6 SLC12A7 SLC16A1 SLC29A1 SLC2A2 SLC2A4 SLC30A8 SLC39A14 SLC8B1 SLC9B2 SMAD4 SMARCA4 SMARCB1 SOX4 SRF SRI SSTR5 STAT3 STK11 STX4 STXBP3 STXBP4 SUCNR1 SYBU TCF7L2 TENT4B TH TIAM1 TRA2B TREM2 TRPM4 TRPV4 TSC22D4 TUNAR TWNK UBTF UCP2 UNC13B USF1 VGF VSNL1 WFS1 XBP1 ZBED6 ZBTB20 ZNF236 GOBP_CARBOHYDRATE_IMPORT_ACROSS_PLASMA_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARBOHYDRATE_IMPORT_ACROSS_PLASMA_MEMBRANE SLC2A1 SLC2A10 SLC2A3 SLC2A5 SLC5A1 SLC5A2 GOBP_CARBOHYDRATE_MEDIATED_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARBOHYDRATE_MEDIATED_SIGNALING ADCY8 AGER CLEC7A COLEC12 MLXIPL NKX6-1 PDX1 PIH1D1 SMARCA4 SMARCB1 UBTF GOBP_CARBOHYDRATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARBOHYDRATE_METABOLIC_PROCESS A3GALT2 A4GNT ABO ACACB ACADM ACTN3 ADCY10 ADCYAP1R1 ADIPOQ ADIPOR1 ADPGK ADRB3 AGL AKR1A1 AKR1B1 AKR7A2 AKT1 AKT2 ALDH1B1 ALDH2 ALDOA ALDOB ALDOC AMDHD2 AMY1A AMY1B AMY1C AMY2A AMY2B ANGPTL3 AP2A1 APOD APP ARL2 ARNT ARPP19 ATF3 ATF4 AVPR1B B3GALNT1 B3GALT1 B3GALT2 B3GALT4 B3GALT5 B3GAT1 B3GAT2 B3GAT3 B3GLCT B4GALNT1 B4GALNT2 B4GALT1 B4GALT2 B4GALT3 B4GALT4 B4GALT5 B4GALT6 B4GALT7 BAD BCKDK BPGM BRAF BRAT1 BRS3 C1QTNF1 C1QTNF12 C1QTNF3 CASD1 CBFA2T3 CD244 CHI3L1 CHI3L2 CHIA CHID1 CHIT1 CHST1 CHST10 CHST11 CHST12 CHST13 CHST14 CHST15 CHST2 CHST3 CHST4 CHST5 CHST6 CHST7 CHST8 CHST9 CLK2 CLTC COQ2 COQ3 CPT1A CRTC2 CRY1 CS CSGALNACT1 CSGALNACT2 CTBS DCXR DDB1 DDIT4 DERA DGAT2 DGKQ DHDH DHTKD1 DLAT DPM3 DSE DSEL DUSP12 DYRK2 EDEM1 EDEM2 EDEM3 EGF EIF6 ENO1 ENO2 ENO3 ENO4 ENOSF1 ENPP1 EP300 EPM2AIP1 ERFE EXT1 EXT2 FABP5 FBP1 FBP2 FCSK FGGY FLCN FOXA2 FOXK1 FOXK2 FOXO1 FPGT FUCA1 FUCA2 FUOM FUT1 FUT10 FUT2 FUT3 FUT4 FUT5 FUT6 FUT7 FUT8 FUT9 G6PC1 G6PC2 G6PC3 G6PD GAA GABARAPL1 GAL3ST3 GAL3ST4 GALE GALK1 GALK2 GALM GALNT3 GALNT7 GALT GANAB GANC GAPDH GAPDHS GBA2 GBA3 GBE1 GBGT1 GCG GCGR GCK GCKR GCLC GCNT3 GCNT4 GDPGP1 GHRL GIT1 GK GK2 GK5 GLA GLB1 GLB1L GLB1L2 GLB1L3 GLO1 GLT6D1 GLYCTK GM2A GNB3 GNE GNMT GNPDA1 GNPDA2 GNPTAB GNPTG GOT1 GPD1 GPD1L GPD2 GPER1 GPI GPLD1 GPT GPT2 GSK3A GSK3B GSTO1 GSTO2 GUSB GYG1 GYG2 GYS1 GYS2 H6PD HAS1 HAS2 HAS3 HDAC4 HECTD4 HEXA HEXB HEXD HIF1A HK1 HK2 HK3 HKDC1 HRH1 HS2ST1 HTR2A HYAL1 HYAL2 HYAL3 HYAL4 IDH1 IDH2 IDH3A IDH3G IDNK IDS IDUA IER3 IFNG IGF1 IGF2 IGFBP3 IGFBP4 IL6ST INPP5K INPPL1 INS INSR IRS1 IRS2 JMJD8 KAT2A KAT2B KBTBD2 KCNJ11 KCNQ1 KHK KL KLB LALBA LANCL1 LANCL2 LANCL3 LCMT1 LCT LCTL LDHA LEP LEPR LHCGR LIPA LRP5 MAN1A1 MAN1A2 MAN1B1 MAN1C1 MAN2A1 MAN2A2 MAN2B1 MAN2B2 MAN2C1 MANBA MAPK14 MAS1 MDH1 MDH2 ME1 MGAM MGAT2 MIDN MIR103A1 MIR107 MIR1271 MIR15B MIR195 MIR210 MLEC MLST8 MLXIPL MLYCD MOGAT1 MOGAT2 MOGAT3 MOGS MPDU1 MPI MST1 MTOR MYORG NAGA NAGK NAGPA NANP NANS NCOA2 NCOR1 NDST1 NDST2 NDST3 NDST4 NEU1 NEU2 NEU3 NEU4 NFKB1 NHLRC1 NLN NNMT NPC1 NPL NPY1R NR1D1 NR3C1 NTSR1 NUDT5 NUPR1 OAS1 OGDH OGDHL OGT OMA1 ONECUT1 OTOG OTOGL OVGP1 P2RX7 P2RY1 P2RY6 PARG PARP1 PASK PC PCDH12 PCK1 PCK2 PDGFB PDHA1 PDHA2 PDHB PDK1 PDK2 PDK3 PDK4 PDX1 PER2 PFKFB1 PFKFB2 PFKFB3 PFKFB4 PFKL PFKM PFKP PGAM1 PGAM2 PGAM4 PGD PGGHG PGK1 PGK2 PGLS PGM1 PGM2 PGM2L1 PGM3 PGM5 PGP PHKA1 PHKA2 PHKB PHKG1 PHKG2 PHLDA2 PIGQ PIK3CA PKLR PKM PLA2G4A PLEK PMAIP1 PMM1 PMM2 POFUT1 POFUT2 POMC POMK PPARA PPARD PPARGC1A PPP1CA PPP1CB PPP1CC PPP1R1A PPP1R2 PPP1R2B PPP1R2P1 PPP1R3A PPP1R3B PPP1R3C PPP1R3D PPP1R3E PPP1R3F PPP1R3G PPP2CA PPP4R3B PRKAA1 PRKAA2 PRKACA PRKAG1 PRKAG2 PRKAG3 PRKCE PRKG1 PRKN PRXL2C PSEN1 PTAFR PTGES3 PTH PTH1R PTK2B PTPN2 PYGB PYGL PYGM RANBP2 RB1CC1 RBKS RBP4 RENBP RGN RORA RORC RPE RPEL1 RPIA RPTOR RUBCNL SCARB2 SDHAF3 SDS SELENOS SERP1 SERPINA12 SESN2 SHPK SI SIAE SIK1 SIRT1 SIRT6 SIRT7 SLC23A1 SLC23A2 SLC25A1 SLC25A10 SLC25A11 SLC25A12 SLC25A13 SLC2A1 SLC2A2 SLC2A3 SLC2A4 SLC2A5 SLC2A6 SLC2A8 SLC35A1 SLC35A2 SLC35B4 SLC37A4 SLC39A14 SLC3A1 SLC3A2 SLC45A3 SLC4A1 SLC4A4 SLC5A2 SMPD3 SNCA SOGA1 SORBS1 SORD SPAM1 SPATA20 SRC ST3GAL2 ST3GAL3 ST3GAL4 ST3GAL6 ST6GAL2 ST6GALNAC1 ST6GALNAC3 ST6GALNAC4 ST6GALNAC5 ST6GALNAC6 ST8SIA1 ST8SIA2 ST8SIA3 ST8SIA4 ST8SIA5 ST8SIA6 STAT3 STBD1 STK11 STK40 TALDO1 TCF7L2 TFAP2B TFF1 TFF3 TGFB1 TIGAR TKFC TKTL1 TNF TP53 TPD52L2 TPI1 TREH TREX1 TSTD1 UCP2 UGDH UGP2 USP7 UST UXS1 WDR5 WDTC1 XYLB YDJC ZBTB20 ZBTB7A ZMPSTE24 ZNF692 GOBP_CARBOHYDRATE_PHOSPHORYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARBOHYDRATE_PHOSPHORYLATION FCSK FGGY GALK1 GALK2 GCK GNE GNPTAB GNPTG HK1 HK2 HK3 HKDC1 KHK NAGK PFKFB1 PFKFB2 PFKFB3 PFKFB4 PFKM POMK RBKS TKFC XYLB GOBP_CARBOHYDRATE_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARBOHYDRATE_TRANSMEMBRANE_TRANSPORT ABCB11 ACE ADIPOQ AKT1 AKT2 APPL1 APPL2 AQP1 AQP10 AQP11 AQP2 AQP3 AQP7 AQP7B AQP7P3 AQP9 ARPP19 ASPSCR1 BRAF C1QTNF12 C2CD5 C3 CAPN10 CLIP3 CLTCL1 CREBL2 CTNS DHRS7C DRD1 EDN1 EDNRA ENPP1 ERFE FABP5 FFAR4 FGF19 FGF21 GH1 GIP GPC3 GRB10 GSK3A HK2 HNF1A IGF1 IL1B INPP5K INS INSR IRS1 IRS2 ITLN1 KLF15 LEP MAPK14 MEF2A MFSD4A MFSD4B MIR103A1 MIR107 MIR143 MIR223 NFE2L2 NR4A3 OCLN OPN3 OSBPL8 OSTN PEA15 PID1 PIK3R1 PLA2G1B POU4F2 PPARD PPBP PRKAG2 PRKCB PRKCI PTH PTPN11 RAB4B RHOQ RNASEL RPS6KB1 RSC1A1 RTN2 SELENOS SESN2 SGCB SIRT6 SLC17A5 SLC1A2 SLC23A1 SLC23A2 SLC23A3 SLC25A27 SLC26A5 SLC26A6 SLC27A1 SLC27A4 SLC2A1 SLC2A10 SLC2A11 SLC2A12 SLC2A14 SLC2A2 SLC2A3 SLC2A4 SLC2A5 SLC2A6 SLC2A7 SLC2A8 SLC2A9 SLC45A1 SLC45A2 SLC45A3 SLC50A1 SLC5A1 SLC5A10 SLC5A11 SLC5A2 SLC5A3 SLC5A4 SLC5A9 SORBS1 SORT1 STXBP3 STXBP4 TERT TMEM144 TNF TRARG1 TRIB3 TSC1 YES1 ZDHHC7 GOBP_CARBOHYDRATE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARBOHYDRATE_TRANSPORT ABCB11 ACE ADIPOQ AKT1 AKT2 APPL1 APPL2 AQP1 AQP10 AQP11 AQP2 AQP3 AQP7 AQP7B AQP7P3 AQP9 ARPP19 ASPSCR1 BRAF C1QTNF12 C2CD5 C3 CAPN10 CLIP3 CLTCL1 CREBL2 CTNS DHRS7C DRD1 EDN1 EDNRA ENPP1 ERFE EZR FABP5 FFAR4 FGF19 FGF21 GH1 GIP GPC3 GRB10 GSK3A HK2 HNF1A IGF1 IL1B INPP5K INS INSR IRS1 IRS2 ITLN1 KLF15 LEP MAPK14 MEF2A MFSD12 MFSD2A MFSD2B MFSD4A MFSD4B MIR103A1 MIR107 MIR143 MIR223 NFE2L2 NR4A3 OCLN OPN3 OSBPL8 OSTN PEA15 PID1 PIK3R1 PLA2G1B PLS1 POU4F2 PPARD PPBP PRKAG2 PRKCB PRKCI PTH PTPN11 RAB4B RFT1 RHOQ RNASEL RPS6KB1 RSC1A1 RTN2 SELENOS SESN2 SGCB SIRT6 SLC17A5 SLC1A2 SLC23A1 SLC23A2 SLC23A3 SLC25A27 SLC26A5 SLC26A6 SLC27A1 SLC27A4 SLC2A1 SLC2A10 SLC2A11 SLC2A12 SLC2A14 SLC2A2 SLC2A3 SLC2A4 SLC2A5 SLC2A6 SLC2A7 SLC2A8 SLC2A9 SLC35A1 SLC35A2 SLC35A3 SLC35A4 SLC35A5 SLC35B4 SLC35C1 SLC35D1 SLC35D2 SLC35D3 SLC37A1 SLC37A2 SLC37A3 SLC37A4 SLC45A1 SLC45A2 SLC45A3 SLC45A4 SLC50A1 SLC5A1 SLC5A10 SLC5A11 SLC5A2 SLC5A3 SLC5A4 SLC5A9 SMPD3 SORBS1 SORT1 STXBP3 STXBP4 TERT TMEM144 TNF TRARG1 TRIB3 TSC1 VIL1 YES1 ZDHHC7 GOBP_CARBON_CATABOLITE_REGULATION_OF_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARBON_CATABOLITE_REGULATION_OF_TRANSCRIPTION FOXA2 KAT2B MLXIPL NCOA1 OGT SRF USF1 USF2 GOBP_CARBON_DIOXIDE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARBON_DIOXIDE_TRANSPORT AQP1 AQP5 AQP6 CA2 HBA1 HBA2 HBB HBD HBE1 HBG1 HBG2 HBZ RHAG RHBG RHCG GOBP_CARDIAC_ATRIUM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARDIAC_ATRIUM_DEVELOPMENT ACVR1 ANK2 BMP10 BMP2 BMPR2 CCN1 DAND5 DLL4 ENG GATA4 GJA5 HEG1 HEY2 IGF1R ISL1 MDM2 MDM4 MESP1 MYH6 NKX2-5 NOG NOTCH1 NOTCH2 NPHP3 NSD2 PROX1 SHOX2 SMO SOS1 SOX4 TBX20 TBX5 TGFB2 WNT11 WNT2 WNT5A ZFPM1 GOBP_CARDIAC_ATRIUM_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARDIAC_ATRIUM_MORPHOGENESIS ACVR1 BMP10 BMP2 BMPR2 CCN1 DLL4 ENG GATA4 HEG1 HEY2 ISL1 MESP1 MYH6 NKX2-5 NOG NOTCH1 NOTCH2 NSD2 PROX1 SHOX2 SMO SOS1 SOX4 TBX20 TBX5 TGFB2 WNT2 WNT5A ZFPM1 GOBP_CARDIAC_CELL_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARDIAC_CELL_DEVELOPMENT ACTC1 ACTN2 ADPRHL1 ADRA1A AKAP6 ALPK2 ALPK3 ASB2 ATG5 BMP10 BMP4 BMPR1A BVES CAV3 CDK1 CSRP3 CTDP1 CXADR EDN1 FHL2 FHOD3 FOXP1 G6PD GATA4 GSK3A HEY2 HNRNPU IGF1 INHBA ISL1 JAG1 LARGE1 LMNA LRRC10 LRRC27 MAML1 MAP2K4 MEF2A MEIS1 MIR195 MIR199A1 MIR199B MIR19A MIR19B1 MIR208A MIR21 MIR23A MIR24-1 MTOR MYH11 MYH6 MYL2 MYLK3 MYO18B NAGLU NEB NEBL NKX2-5 NKX2-6 NOTCH1 NRAP OBSL1 PARP2 PDCD4 PDGFRA PDGFRB PDLIM5 PI16 PLEC PPARA PRICKLE1 PRKG1 PROX1 RGS2 RGS4 SGCB SGCD SHOX2 SLC8A1 SMAD4 SORBS2 SPRY1 SRF TBX18 TBX3 TBX5 TCAP TGFBR3 TOMM70 TTN VEGFA YY1 ZMPSTE24 GOBP_CARDIAC_CELL_FATE_COMMITMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARDIAC_CELL_FATE_COMMITMENT ACVR1 DKK1 ISL1 ITGB1 MESP1 MIR19B1 NKX2-5 RBPJ SOX17 TBX18 TBX3 TBX5 TENM4 WNT3A WNT8A WT1 GOBP_CARDIAC_CHAMBER_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARDIAC_CHAMBER_DEVELOPMENT ACVR1 ADAMTS1 ADAMTS6 ADGRG6 ADPRHL1 ANK2 AP2B1 APLNR BMP10 BMP2 BMP4 BMP5 BMP7 BMPR1A BMPR2 CAV3 CCN1 CHD7 CITED2 CNTRL COL11A1 CPE CRELD1 DAND5 DCTN5 DHRS3 DLL4 DNAH11 DSP EDNRA EGLN1 ENG FGF8 FGFR2 FGFRL1 FHL2 FKBP1A FOXC1 FOXC2 FOXF1 FOXH1 FRS2 FZD1 FZD2 GATA3 GATA4 GATA6 GJA5 GREB1L GRHL2 GSK3A HAND1 HAND2 HECTD1 HEG1 HES1 HEY1 HEY2 HEYL HIF1A HOXA13 IGF1R ISL1 JAG1 KCNJ8 KCNK2 LMO4 LRP2 LUZP1 MAML1 MATR3 MDM2 MDM4 MED1 MEF2C MESP1 MIR1-1 MIR17HG MKS1 MSX2 MYBPC3 MYH6 MYH7 MYL2 MYL3 MYOCD NAGLU NDST1 NKX2-5 NOG NOS3 NOTCH1 NOTCH2 NPHP3 NPRL3 NPY2R NPY5R NRG1 NRP1 NRP2 NSD2 OVOL2 PARVA PAX8 PDE2A PKP2 PLXND1 POU4F1 PPP1R13L PRDM1 PROX1 PTCD2 PTK7 RBM15 RBP4 RBPJ ROBO1 ROBO2 RYR2 SALL1 SALL4 SAV1 SCN5A SEMA3C SFRP2 SHOX2 SLIT2 SLIT3 SMAD4 SMAD6 SMAD7 SMARCD3 SMO SNX17 SOS1 SOX11 SOX4 SRF STRA6 SUFU TAB1 TBX1 TBX2 TBX20 TBX3 TBX5 TEK TGFB1 TGFB2 TGFBR1 TGFBR2 TGFBR3 TMEM65 TNNC1 TNNI1 TNNI3 TNNT2 TP53 TPM1 TRIP11 WNT11 WNT2 WNT5A XIRP2 ZBTB14 ZFPM1 ZFPM2 ZMPSTE24 GOBP_CARDIAC_CHAMBER_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARDIAC_CHAMBER_FORMATION BMP2 EDNRA HAND1 HAND2 MEF2C MESP1 NKX2-5 NOTCH1 SMARCD3 TBX2 TBX20 TBX5 GOBP_CARDIAC_CHAMBER_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARDIAC_CHAMBER_MORPHOGENESIS ACVR1 ADAMTS1 ADGRG6 ADPRHL1 APLNR BMP10 BMP2 BMP4 BMP5 BMP7 BMPR1A BMPR2 CAV3 CCN1 CHD7 CITED2 COL11A1 CPE DHRS3 DLL4 DNAH11 DSP EDNRA EGLN1 ENG FGF8 FGFR2 FGFRL1 FHL2 FKBP1A FOXC1 FOXC2 FOXF1 FOXH1 FZD1 FZD2 GATA3 GATA4 GATA6 GRHL2 GSK3A HAND1 HAND2 HEG1 HES1 HEY1 HEY2 HEYL HIF1A ISL1 JAG1 LRP2 MDM2 MED1 MEF2C MESP1 MIR1-1 MIR17HG MKS1 MSX2 MYBPC3 MYH6 MYH7 MYL2 MYL3 NAGLU NKX2-5 NOG NOS3 NOTCH1 NOTCH2 NPY2R NPY5R NRG1 NRP1 NRP2 NSD2 OVOL2 PARVA PKP2 POU4F1 PPP1R13L PROX1 PTCD2 RBM15 RBP4 RBPJ ROBO1 ROBO2 RYR2 SAV1 SEMA3C SFRP2 SHOX2 SLIT2 SLIT3 SMAD4 SMAD6 SMAD7 SMARCD3 SMO SOS1 SOX11 SOX4 SRF TBX1 TBX2 TBX20 TBX3 TBX5 TEK TGFB1 TGFB2 TGFBR1 TGFBR2 TGFBR3 TNNC1 TNNI1 TNNI3 TNNT2 TP53 TPM1 WNT11 WNT2 WNT5A ZFPM1 ZFPM2 GOBP_CARDIAC_CONDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARDIAC_CONDUCTION ABCC9 ACE2 AGT AKAP9 ANK2 ATP1A1 ATP1A2 ATP1A3 ATP1B1 ATP1B2 ATP2A1 ATP2A2 ATP2A3 ATP2B1 ATP2B2 ATP2B3 ATP2B4 BIN1 CACNA1C CACNA1D CACNA1G CACNA2D1 CACNB2 CALM1 CALM2 CALM3 CAMK2D CASQ2 CAV1 CORIN CTNNA3 CXADR DSC2 DSG2 DSP EHD3 FKBP1B FLNA GJA1 GJA5 GJC1 GJC3 GJD3 HCN4 HRC IRX3 ISL1 JUP KCNA5 KCND3 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNH2 KCNH6 KCNJ2 KCNJ3 KCNJ5 KCNN2 KCNQ1 MEF2A MIR1-1 MIR19A MIR208A MIR328 NKX2-5 NUP155 PDE4D PKP2 PLN PRKACA RANGRF RNF207 RYR2 SCN10A SCN1B SCN2B SCN3B SCN4B SCN5A SLC4A3 SLC8A1 SLC8A2 SLC8A3 SLC9A1 SPTBN4 SRI TBX18 TBX5 TMEM65 TNNI3K TRDN TRPC1 TRPM4 YWHAE ZMPSTE24 GOBP_CARDIAC_CONDUCTION_SYSTEM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARDIAC_CONDUCTION_SYSTEM_DEVELOPMENT BMP4 BMPR1A BVES CACNA1G CDC42 DSG2 GATA4 GATA6 GJA1 GJA5 GJB6 HCN4 HEY1 HEY2 HOPX ID2 IRX3 ISL1 KCNJ8 MAML1 MESP1 MSC MSX1 MSX2 NKX2-5 NOTCH1 NOTCH2 NPPA NPPB SCN5A SHOX2 SMAD1 SMAD4 SMAD5 TBX18 TBX3 TBX5 GOBP_CARDIAC_EPITHELIAL_TO_MESENCHYMAL_TRANSITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARDIAC_EPITHELIAL_TO_MESENCHYMAL_TRANSITION ACVR1 ACVRL1 ADAM15 BMP2 BMP4 EFNA1 EMP2 ENG FGF8 HAS2 HEY1 HEY2 HEYL JAG1 MIR21 MSX1 MSX2 NOG NOTCH1 OLFM1 PDCD4 RBPJ RTN4 SMAD4 SNAI1 SNAI2 SPRY1 TBX3 TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 TMEM100 TWIST1 WNT16 WNT2 GOBP_CARDIAC_FIBROBLAST_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARDIAC_FIBROBLAST_CELL_DIFFERENTIATION INHBA MIR21 PDCD4 SPRY1 TGFBR3 GOBP_CARDIAC_LEFT_VENTRICLE_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARDIAC_LEFT_VENTRICLE_MORPHOGENESIS CPE EDNRA FOXF1 GSK3A HAND1 HEY2 NAGLU NOTCH1 NPY2R NPY5R RBPJ RYR2 SFRP2 SMAD4 TBX5 TGFBR2 GOBP_CARDIAC_MUSCLE_CELL_ACTION_POTENTIAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARDIAC_MUSCLE_CELL_ACTION_POTENTIAL AKAP9 ANK2 ANK3 ATP1A1 ATP1A2 ATP1B1 ATP2A2 BIN1 CACNA1C CACNA1D CACNA1G CACNA2D1 CACNB2 CALM1 CALM3 CAMK2D CAV1 CAV3 CTNNA3 CXADR DLG1 DMD DSC2 DSG2 DSP FGF12 FGF13 FLNA GJA1 GJA5 GJC1 GPD1L HCN2 HCN4 JUP KCNA5 KCND3 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNH2 KCNIP2 KCNJ2 KCNJ3 KCNJ5 KCNJ8 KCNN2 KCNQ1 MIR1-1 MIR133A1 MIR208A MIR328 NEDD4L NOS1AP NUP155 PKP2 RANGRF RNF207 RYR2 SCN10A SCN1A SCN1B SCN2B SCN3B SCN4B SCN5A SLC4A3 SLC8A1 SLMAP SNTA1 TBX18 TMEM161B TRPM4 YWHAE GOBP_CARDIAC_MUSCLE_CELL_ACTION_POTENTIAL_INVOLVED_IN_CONTRACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARDIAC_MUSCLE_CELL_ACTION_POTENTIAL_INVOLVED_IN_CONTRACTION ANK2 ATP1A1 BIN1 CACNA1C CACNA1D CACNA1G CACNA2D1 CACNB2 CAV1 CAV3 CTNNA3 DLG1 DSC2 DSG2 DSP FGF12 FLNA GJA1 GJA5 GJC1 GPD1L JUP KCNA5 KCND3 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNH2 KCNJ2 KCNJ3 KCNJ5 KCNJ8 KCNN2 KCNQ1 MIR1-1 MIR133A1 MIR328 NEDD4L NOS1AP NUP155 PKP2 RNF207 RYR2 SCN1A SCN1B SCN2B SCN3B SCN4B SCN5A SNTA1 TRPM4 GOBP_CARDIAC_MUSCLE_CELL_CARDIAC_MUSCLE_CELL_ADHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARDIAC_MUSCLE_CELL_CARDIAC_MUSCLE_CELL_ADHESION CTNNA3 CXADR DSC2 DSG2 DSP JUP PKP2 GOBP_CARDIAC_MUSCLE_CELL_CONTRACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARDIAC_MUSCLE_CELL_CONTRACTION ABCC9 ADCY10 ADORA1 AKAP9 ANK2 ATP1A1 ATP1A2 ATP2A1 ATP2A2 BIN1 CACNA1C CACNA1D CACNA1G CACNA2D1 CACNB2 CAMK2D CAV1 CAV3 CTNNA3 DLG1 DSC2 DSG2 DSP FGF12 FGF13 FLNA GATA4 GJA1 GJA5 GJC1 GPD1L GSN HCN4 JUP KCNA5 KCND3 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNH2 KCNJ2 KCNJ3 KCNJ5 KCNJ8 KCNN2 KCNQ1 MIR1-1 MIR133A1 MIR328 MIR448 NEDD4L NOS1AP NUP155 PDE4B PDE4D PIK3CA PKP2 PLN RANGRF RNF207 RYR2 SCN1A SCN1B SCN2B SCN3B SCN4B SCN5A SGCD SLC9A1 SNTA1 SRI STC1 SUMO1 TRPM4 GOBP_CARDIAC_MUSCLE_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARDIAC_MUSCLE_CELL_DIFFERENTIATION ACADM ACTC1 ACTN2 ACVR1 ADPRHL1 ADRA1A AKAP13 AKAP6 ALPK2 ALPK3 ARRB2 ASB2 ATG5 BMP10 BMP2 BMP4 BMPR1A BVES CALR CAV3 CBY1 CDK1 CSRP3 CTDP1 CXADR DKK1 DLL1 EDN1 EFNB2 FHL2 FHOD3 FOXP1 FRS2 FZD7 G6PD GATA4 GATA6 GREM1 GSK3A HDAC3 HEY2 HNRNPU IFT20 IGF1 IRX3 ISL1 ITGB1 KAT2A KCNJ8 KDM6B LARGE1 LMNA LRRC10 LRRC27 MAML1 MAP2K4 MEF2A MEF2C MEIS1 MESP1 MIR1-1 MIR195 MIR199A1 MIR199B MIR19A MIR19B1 MIR200B MIR204 MIR208A MIR222 MIR23A MIR24-1 MIR499A MIR590 MTOR MYH11 MYH6 MYL2 MYLK3 MYO18B MYOCD NAGLU NEB NEBL NKX2-5 NKX2-6 NOX4 NRAP NRG1 OBSL1 PARP2 PDGFRA PDGFRB PDLIM5 PI16 PLEC PPARA PRICKLE1 PRKG1 PROX1 RARA RARB RBPJ RGS2 RGS4 SGCB SGCD SHOX2 SIK1 SIRT6 SLC8A1 SLC9A1 SMAD4 SORBS2 SOX6 SRF SYNE1 TBX18 TBX3 TBX5 TCAP TGFB1 TOMM70 TSC1 TTN VEGFA WNT3A WNT8A WT1 YY1 ZMPSTE24 GOBP_CARDIAC_MUSCLE_CELL_FATE_COMMITMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARDIAC_MUSCLE_CELL_FATE_COMMITMENT ACVR1 DKK1 MIR19B1 NKX2-5 RBPJ TBX18 TBX3 TBX5 WNT3A WNT8A WT1 GOBP_CARDIAC_MUSCLE_CELL_MEMBRANE_REPOLARIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARDIAC_MUSCLE_CELL_MEMBRANE_REPOLARIZATION AKAP9 ANK2 ATP1A1 ATP1B1 CACNA1D CACNA2D1 CAV3 FLNA GJA5 KCNA5 KCND3 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNH2 KCNH6 KCNIP2 KCNJ2 KCNJ3 KCNJ5 KCNJ8 KCNN2 KCNQ1 MIR1-1 MIR133A1 MIR328 NOS1AP NPPA RNF207 SCN1B SCN2B SCN4B SCN5A SNTA1 WDR1 YWHAE ZMPSTE24 GOBP_CARDIAC_MUSCLE_CELL_MYOBLAST_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARDIAC_MUSCLE_CELL_MYOBLAST_DIFFERENTIATION GREM1 ISL1 ITGB1 MYOCD NOTCH1 NRG1 PRICKLE1 RBPJ REST SRF TBX2 TBXT GOBP_CARDIAC_MUSCLE_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARDIAC_MUSCLE_CELL_PROLIFERATION ABL1 ARID2 BMP10 BMPR1A CDK1 CITED2 DIPK2A ERBB4 FES FGF2 FGF20 FGF9 FGFR2 FOXC1 FOXC2 GATA6 GLI1 HEY2 JARID2 KCNK2 MAPK11 MAPK14 MEF2C MIR1-1 MIR17HG MIR199A1 MIR199B MIR19B1 MIR200B MIR204 MIR222 MIR509-1 MIR548C MIR590 MIR873 NDRG4 NKX2-5 NOG NOTCH1 PIM1 PRKAR1A RBP4 RBPJ RUNX1 SAV1 SKI SMAD1 TBX2 TBX20 TBX5 TENM4 TGFB2 TGFBR1 TGFBR3 TP73 VGLL4 WNT2 YAP1 ZFPM2 GOBP_CARDIAC_MUSCLE_CONTRACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARDIAC_MUSCLE_CONTRACTION ABCC9 ACE2 ADCY10 ADORA1 ADRA1A ADRA1B AKAP9 ANK2 ASB3 ATP1A1 ATP1A2 ATP1B1 ATP2A1 ATP2A2 BIN1 BMP10 CACNA1C CACNA1D CACNA1G CACNA2D1 CACNB2 CALM1 CALM2 CALM3 CAMK2D CASQ2 CAV1 CAV3 CHGA CLIC2 CSRP3 CTNNA3 CXCR4 DLG1 DMD DSC2 DSG2 DSP EHD3 FGF12 FGF13 FKBP1B FLNA GAA GATA4 GJA1 GJA5 GJC1 GPD1L GRK2 GSN GSTM2 GSTO1 HCN4 HRC HSP90AA1 JUP KCNA5 KCND3 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNH2 KCNJ2 KCNJ3 KCNJ5 KCNJ8 KCNN2 KCNQ1 MAP2K3 MAP2K6 MIR1-1 MIR133A1 MIR200C MIR30E MIR328 MIR448 MTOR MYBPC3 MYH6 MYH7 MYL2 MYL3 MYL4 MYLK2 NEDD4L NKX2-5 NOS1 NOS1AP NPPA NUP155 P2RX4 PDE4B PDE4D PDE5A PIK3CA PIK3CG PKP2 PLN PPP1R13L PRKACA RANGRF RGS2 RNF207 RYR2 SCN10A SCN1A SCN1B SCN2B SCN3B SCN4B SCN5A SGCD SLC8A1 SLC9A1 SMAD5 SMAD7 SNTA1 SRI STC1 SUMO1 TAFAZZIN TCAP TMEM38A TMEM38B TNNC1 TNNI1 TNNI2 TNNI3 TNNI3K TNNT2 TPM1 TRPM4 TTN UCN VEGFB ZC3H12A GOBP_CARDIAC_MUSCLE_MYOBLAST_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARDIAC_MUSCLE_MYOBLAST_PROLIFERATION ATF2 GATA6 MALAT1 MEIS2 MIR10A MIR134 MIR204 GOBP_CARDIAC_MUSCLE_TISSUE_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARDIAC_MUSCLE_TISSUE_MORPHOGENESIS ACTC1 ANKRD1 BMP10 BMP2 BMPR1A CHD7 COL11A1 DLL4 DSP EDNRA EGLN1 ENG FGFR2 FKBP1A FOXC1 FOXC2 FOXH1 HAND1 HEG1 HEY2 ISL1 LRP2 MED1 MIR195 MYBPC3 MYH6 MYH7 MYL2 MYL3 MYLK2 NAGLU NKX2-5 NOG NOTCH1 NRG1 PKP2 POU4F1 PROX1 PTCD2 RBPJ RYR2 S1PR1 SMAD4 SMAD7 TBX20 TCAP TGFB1 TGFB2 TGFBR1 TGFBR3 TNNC1 TNNI1 TNNI3 TNNT2 TPM1 TTN WNT2 WNT5A XIRP2 ZFPM1 ZFPM2 GOBP_CARDIAC_MUSCLE_TISSUE_REGENERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARDIAC_MUSCLE_TISSUE_REGENERATION CDKN1A CDKN1B ERBB4 GATA4 MIR199A1 MIR590 RUNX1 YAP1 GOBP_CARDIAC_MYOFIBRIL_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARDIAC_MYOFIBRIL_ASSEMBLY ACTC1 ADPRHL1 CSRP3 FHOD3 MEF2A MYL2 MYLK3 NEB NEBL NKX2-5 NRAP OBSL1 PDGFRA PDGFRB PROX1 SMAD4 SRF TCAP TTN GOBP_CARDIAC_NEURAL_CREST_CELL_DEVELOPMENT_INVOLVED_IN_OUTFLOW_TRACT_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARDIAC_NEURAL_CREST_CELL_DEVELOPMENT_INVOLVED_IN_OUTFLOW_TRACT_MORPHOGENESIS BMP4 BMP7 CDC42 EDN1 EDNRA ENG FOLR1 HAND2 HES1 JAG1 PITX2 SEMA3C TWIST1 GOBP_CARDIAC_NEURAL_CREST_CELL_DIFFERENTIATION_INVOLVED_IN_HEART_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARDIAC_NEURAL_CREST_CELL_DIFFERENTIATION_INVOLVED_IN_HEART_DEVELOPMENT BMP4 BMP7 CDC42 CITED2 EDN1 EDNRA ENG FOLR1 HAND2 HES1 JAG1 MAPK1 MAPK3 PITX2 SEMA3C TWIST1 GOBP_CARDIAC_NEURAL_CREST_CELL_MIGRATION_INVOLVED_IN_OUTFLOW_TRACT_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARDIAC_NEURAL_CREST_CELL_MIGRATION_INVOLVED_IN_OUTFLOW_TRACT_MORPHOGENESIS BMP4 BMP7 CDC42 EDN1 EDNRA ENG FOLR1 HAND2 PITX2 SEMA3C TWIST1 GOBP_CARDIAC_PACEMAKER_CELL_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARDIAC_PACEMAKER_CELL_DEVELOPMENT BMPR1A BVES ISL1 MAML1 NKX2-5 SHOX2 TBX18 TBX3 TBX5 GOBP_CARDIAC_PACEMAKER_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARDIAC_PACEMAKER_CELL_DIFFERENTIATION BMPR1A BVES ISL1 KCNJ8 MAML1 MESP1 NKX2-5 SHOX2 TBX18 TBX3 TBX5 GOBP_CARDIAC_RIGHT_VENTRICLE_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARDIAC_RIGHT_VENTRICLE_MORPHOGENESIS BMP4 BMPR1A CHD7 FOXH1 GATA3 GATA4 HAND1 HAND2 HEY2 ISL1 JAG1 MIR17HG NKX2-5 NOTCH1 PPP1R13L SEMA3C SMARCD3 SOX4 TBX20 TGFB2 ZFPM2 GOBP_CARDIAC_SEPTUM_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARDIAC_SEPTUM_CELL_DIFFERENTIATION BMPR1A KCNJ8 MAML1 NKX2-5 TBX5 GOBP_CARDIAC_SEPTUM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARDIAC_SEPTUM_DEVELOPMENT ACVR1 ADAMTS6 ANK2 AP2B1 APLNR BMP4 BMP5 BMP7 BMPR1A BMPR2 CCN1 CHD7 CITED2 CNTRL CRELD1 DAND5 DCTN5 DHRS3 DNAH11 EGLN1 ENG FGF8 FGFR2 FGFRL1 FRS2 FZD1 FZD2 GATA3 GATA4 GATA6 GJA5 HAND1 HECTD1 HEG1 HES1 HEY1 HEY2 HEYL HOXA13 ISL1 JAG1 KCNJ8 LMO4 LRP2 LUZP1 MAML1 MATR3 MDM2 MDM4 MIR1-1 MIR17HG MKS1 MSX2 NDST1 NKX2-5 NOG NOS3 NOTCH1 NOTCH2 NPHP3 NPRL3 NRP1 NRP2 NSD2 PARVA PAX8 PDE2A PLXND1 PRDM1 PROX1 PTK7 RBM15 RBPJ ROBO1 ROBO2 SALL1 SALL4 SAV1 SEMA3C SLIT2 SLIT3 SMAD4 SMAD6 SMAD7 SMO SNX17 SOX11 SOX4 STRA6 SUFU TAB1 TBX1 TBX2 TBX20 TBX3 TBX5 TGFB2 TGFBR1 TGFBR2 TGFBR3 TP53 TRIP11 WNT11 WNT5A XIRP2 ZBTB14 ZFPM1 ZFPM2 GOBP_CARDIAC_SEPTUM_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARDIAC_SEPTUM_MORPHOGENESIS ACVR1 APLNR BMP4 BMP5 BMP7 BMPR1A BMPR2 CCN1 CHD7 CITED2 DHRS3 DNAH11 EGLN1 ENG FGF8 FGFR2 FGFRL1 FZD1 FZD2 GATA4 GATA6 HAND1 HES1 HEY1 HEY2 HEYL ISL1 JAG1 LRP2 MDM2 MIR1-1 MIR17HG MKS1 MSX2 NKX2-5 NOG NOS3 NOTCH1 NOTCH2 NRP1 NRP2 NSD2 PARVA PROX1 RBM15 RBPJ ROBO1 ROBO2 SAV1 SEMA3C SLIT2 SLIT3 SMAD4 SMAD6 SMAD7 SMO SOX11 SOX4 TBX1 TBX2 TBX20 TBX3 TBX5 TGFB2 TGFBR1 TGFBR2 TGFBR3 TP53 WNT11 WNT5A ZFPM1 ZFPM2 GOBP_CARDIAC_VASCULAR_SMOOTH_MUSCLE_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARDIAC_VASCULAR_SMOOTH_MUSCLE_CELL_DIFFERENTIATION GATA6 GPER1 HEY2 MESP1 MIR1-1 MIR145 MYOCD NOTCH1 SRF VEGFA GOBP_CARDIAC_VENTRICLE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARDIAC_VENTRICLE_DEVELOPMENT ACVR1 AP2B1 APLNR BMP10 BMP4 BMPR1A BMPR2 CCN1 CHD7 CITED2 CNTRL COL11A1 CPE DAND5 DCTN5 DLL4 DSP EDNRA EGLN1 ENG FGFR2 FGFRL1 FKBP1A FOXC1 FOXC2 FOXF1 FOXH1 FRS2 FZD1 FZD2 GATA3 GATA4 GJA5 GREB1L GRHL2 GSK3A HAND1 HAND2 HECTD1 HEG1 HES1 HEY1 HEY2 HEYL HIF1A HOXA13 ISL1 JAG1 KCNK2 LMO4 LRP2 LUZP1 MATR3 MDM2 MDM4 MED1 MEF2C MESP1 MIR1-1 MIR17HG MYBPC3 MYH6 MYH7 MYL2 MYL3 MYOCD NAGLU NKX2-5 NOG NOS3 NOTCH1 NPRL3 NPY2R NPY5R NRG1 NSD2 PAX8 PDE2A PKP2 POU4F1 PPP1R13L PRDM1 PROX1 PTCD2 PTK7 RBM15 RBPJ ROBO1 ROBO2 RYR2 SALL1 SALL4 SAV1 SCN5A SEMA3C SFRP2 SLIT2 SLIT3 SMAD4 SMAD6 SMAD7 SMARCD3 SOX11 SOX4 STRA6 SUFU TBX20 TBX3 TBX5 TGFB1 TGFB2 TGFBR1 TGFBR2 TGFBR3 TMEM65 TNNC1 TNNI1 TNNI3 TNNT2 TPM1 TRIP11 WNT11 WNT5A XIRP2 ZFPM1 ZFPM2 ZMPSTE24 GOBP_CARDIAC_VENTRICLE_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARDIAC_VENTRICLE_FORMATION HAND1 HAND2 MEF2C MESP1 NKX2-5 NOTCH1 SMARCD3 TBX5 GOBP_CARDIAC_VENTRICLE_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARDIAC_VENTRICLE_MORPHOGENESIS BMP10 BMP4 BMPR1A CHD7 COL11A1 CPE DLL4 DSP EDNRA ENG FGFR2 FKBP1A FOXC1 FOXC2 FOXF1 FOXH1 GATA3 GATA4 GRHL2 GSK3A HAND1 HAND2 HEG1 HEY1 HEY2 HEYL HIF1A ISL1 JAG1 LRP2 MED1 MEF2C MESP1 MIR17HG MYBPC3 MYH6 MYH7 MYL2 MYL3 NAGLU NKX2-5 NOG NOTCH1 NPY2R NPY5R NRG1 PKP2 POU4F1 PPP1R13L PROX1 PTCD2 RBPJ RYR2 SEMA3C SFRP2 SMAD4 SMAD7 SMARCD3 SOX4 TBX20 TBX5 TGFB1 TGFB2 TGFBR1 TGFBR2 TGFBR3 TNNC1 TNNI1 TNNI3 TNNT2 TPM1 ZFPM2 GOBP_CARDIOBLAST_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARDIOBLAST_DIFFERENTIATION DHX36 EEF1AKMT4-ECE2 EOMES GREM1 ISL1 ITGB1 MYOCD NKX2-5 NOTCH1 NRG1 PRICKLE1 RBPJ REST SRF TBX2 TBX5 TBXT TGFB2 GOBP_CARDIOBLAST_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARDIOBLAST_PROLIFERATION CTNNB1 EYA1 HAND2 HES1 ISL1 MIR20A MKS1 NOTCH1 PIM1 SIX1 TBX5 GOBP_CARDIOCYTE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARDIOCYTE_DIFFERENTIATION ACADM ACTC1 ACTN2 ACVR1 ADPRHL1 ADRA1A AKAP13 AKAP6 ALPK2 ALPK3 ARRB2 ASB2 ATG5 BMP10 BMP2 BMP4 BMP7 BMPR1A BVES CALR CAV3 CBY1 CDC42 CDK1 CITED2 CSRP3 CTDP1 CXADR DHX36 DKK1 DLL1 EDN1 EDNRA EEF1AKMT4-ECE2 EFNB2 EGFR ENG EOMES FHL2 FHOD3 FOLR1 FOXP1 FRS2 FZD7 G6PD GATA4 GATA6 GPER1 GREM1 GSK3A HAND2 HDAC3 HES1 HEY2 HNRNPU IFT20 IGF1 INHBA IRX3 ISL1 ITGB1 JAG1 KAT2A KCNJ8 KDM6B LARGE1 LMNA LRRC10 LRRC27 MAML1 MAP2K4 MAPK1 MAPK3 MEF2A MEF2C MEIS1 MESP1 MIR1-1 MIR133A1 MIR145 MIR195 MIR199A1 MIR199B MIR19A MIR19B1 MIR200B MIR204 MIR208A MIR21 MIR222 MIR23A MIR24-1 MIR499A MIR590 MTOR MYH11 MYH6 MYL2 MYLK3 MYO18B MYOCD NAGLU NEB NEBL NKX2-5 NKX2-6 NOTCH1 NOX4 NRAP NRG1 OBSL1 PARP2 PDCD4 PDGFRA PDGFRB PDLIM5 PI16 PITX2 PLEC PPARA PRICKLE1 PRKG1 PROX1 RARA RARB RBPJ REST RGS2 RGS4 SEMA3C SGCB SGCD SHOX2 SIK1 SIRT6 SLC8A1 SLC9A1 SMAD4 SORBS2 SOX17 SOX18 SOX6 SPRY1 SRF SYNE1 TBX18 TBX2 TBX3 TBX5 TBXT TCAP TENM4 TGFB1 TGFB2 TGFBR3 TOMM70 TSC1 TTN TWIST1 VCAM1 VEGFA WNT3A WNT8A WT1 YY1 ZMPSTE24 GOBP_CARDIOLIPIN_ACYL_CHAIN_REMODELING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARDIOLIPIN_ACYL_CHAIN_REMODELING HADHA LCLAT1 PLA2G5 PLA2G6 TAFAZZIN THEM5 GOBP_CARDIOLIPIN_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARDIOLIPIN_BIOSYNTHETIC_PROCESS CRLS1 PGS1 PLA2G6 PLSCR3 PTPMT1 SLC27A1 TAFAZZIN TAMM41 GOBP_CARDIOLIPIN_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARDIOLIPIN_METABOLIC_PROCESS CRLS1 DNAJC19 HADHA LCLAT1 MECP2 PGS1 PHB2 PLA2G5 PLA2G6 PLSCR3 PNPLA8 PTPMT1 SLC27A1 TAFAZZIN TAMM41 THEM5 GOBP_CARNITINE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARNITINE_METABOLIC_PROCESS ACADL ACADM ALDH9A1 BBOX1 CPT1A CPT1B CPT1C CPT2 CRAT CROT SLC22A4 TMLHE GOBP_CARNITINE_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARNITINE_TRANSMEMBRANE_TRANSPORT SLC16A9 SLC22A1 SLC22A16 SLC22A4 SLC22A5 SLC25A20 SLC6A14 GOBP_CARNITINE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARNITINE_TRANSPORT PDZK1 SLC16A9 SLC22A1 SLC22A16 SLC22A4 SLC22A5 SLC25A20 SLC25A29 SLC6A14 GOBP_CARTILAGE_CONDENSATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARTILAGE_CONDENSATION BARX2 BMP1 BMPR1B CCN2 COL11A1 COL2A1 FGF4 FGF6 MAPK14 MGP MYF5 OTOR PKD1 SOX5 SOX6 SOX9 THRA UNCX WNT7A GOBP_CARTILAGE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARTILAGE_DEVELOPMENT ACVRL1 ADAMTS12 ADAMTS7 AMELX ANXA6 ARID5A ATF2 ATP7A AXIN2 BARX2 BBS1 BBS2 BGN BMP1 BMP10 BMP2 BMP3 BMP4 BMP5 BMP6 BMP7 BMP8A BMP8B BMPR1A BMPR1B BMPR2 BPNT2 CBS CCN1 CCN2 CCN3 CCN4 CD44 CER1 CHADL CHI3L1 CHRDL2 CHST11 CHSY1 CNMD COL11A1 COL11A2 COL1A1 COL27A1 COL2A1 COL3A1 COMP CREB3L2 CSGALNACT1 CTNNB1 CTSK CYTL1 DDRGK1 DLX2 ECM1 EDN1 EFEMP1 EIF2AK3 ENSG00000274276 EPYC EVC EXT1 EXT2 FGF18 FGF2 FGF4 FGF6 FGF9 FGFR3 FOSL2 FRZB GATA3 GDF2 GDF5 GDF6 GHR GHRL GLG1 GLI3 GPLD1 GREM1 HAND1 HAND2 HES5 HIF1A HMGA2 HOXA11 HOXA3 HOXA5 HOXB3 HOXC4 HOXD3 HYAL1 HYAL2 HYAL3 IFT80 IHH IL17F ITGB8 KAT2A LEP LNPK LOXL2 LTBP3 MAF MAPK14 MAPK3 MATN1 MATN3 MBOAT2 MDK MEF2C MEF2D MEX3C MGP MIR21 MKKS MMP13 MSX1 MSX2 MUSTN1 MYF5 NFATC2 NFIA NFIB NKX3-2 NOG NPPC NPR2 OGN OPTC OSR1 OSR2 OTOR PBXIP1 PITX1 PKD1 PKDCC PRKG2 PRRX1 PTH PTH1R PTHLH PTPN11 RARA RARB RARG RB1 RFLNA RFLNB RSPO2 RUNX1 RUNX2 RUNX3 SATB2 SCIN SCX SERPINH1 SFRP2 SHOX2 SIX2 SLC26A2 SLC39A14 SMAD1 SMAD3 SMAD5 SMAD7 SMPD3 SNAI1 SNAI2 SNORC SNX19 SOX5 SOX6 SOX9 SRF STC1 SULF1 SULF2 TAPT1 TGFB1 TGFBI TGFBR1 TGFBR2 THBS3 THRA TIMP1 TRIP11 TRPS1 TRPV4 TSKU TWSG1 TYMS UNCX WNT10B WNT11 WNT2B WNT5A WNT5B WNT7A WNT7B WNT9A ZBTB16 ZEB1 ZMPSTE24 ZNF219 GOBP_CARTILAGE_DEVELOPMENT_INVOLVED_IN_ENDOCHONDRAL_BONE_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARTILAGE_DEVELOPMENT_INVOLVED_IN_ENDOCHONDRAL_BONE_MORPHOGENESIS ANXA6 ATF2 AXIN2 CBS CER1 COL1A1 COL27A1 COL2A1 COMP ENSG00000274276 EXT1 FOSL2 GHR HOXA11 IFT80 IHH MATN1 MMP13 NPPC NPR2 RARA RARB RARG SERPINH1 SHOX2 SMPD3 SOX9 STC1 TGFBR2 THBS3 TRIP11 TRPV4 TSKU ZMPSTE24 GOBP_CARTILAGE_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CARTILAGE_MORPHOGENESIS HAND1 HAND2 HOXA5 MATN1 MSX1 RSPO2 SNAI1 SNAI2 STC1 WNT7B GOBP_CATECHOLAMINE_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CATECHOLAMINE_SECRETION ABAT ADORA2A ADORA3 ADRA2A ADRA2B ADRA2C CARTPT CHGA CHRNA4 CHRNA6 CHRNA7 CHRNB2 CNR1 CRH CXCL12 DRD2 DRD3 DTNBP1 FFAR3 FGF20 GABBR1 GDNF GHSR GNAT1 GRK2 GRM2 HRH3 HTR1B HTR2A KCNA2 KCNB1 KPNA4 MECP2 OPRK1 OXTR P2RY1 PINK1 PRKCB PRKN SDHD SLC18A2 SNCA SNCG STX1A SYT1 SYT10 SYT11 SYT12 SYT13 SYT15 SYT17 SYT2 SYT3 SYT4 SYT5 SYT6 SYT7 SYT8 SYT9 TGM2 VIP GOBP_CATECHOLAMINE_UPTAKE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CATECHOLAMINE_UPTAKE ACTB DRD1 DRD2 DRD3 DRD4 GDNF MAPK15 PARK7 PRKN RAB3B SLC22A1 SLC22A2 SLC22A3 SLC29A4 SLC6A2 SLC6A3 SNCA TOR1A GOBP_CATECHOLAMINE_UPTAKE_INVOLVED_IN_SYNAPTIC_TRANSMISSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CATECHOLAMINE_UPTAKE_INVOLVED_IN_SYNAPTIC_TRANSMISSION DRD1 DRD2 DRD3 DRD4 GDNF PARK7 PRKN RAB3B SLC6A2 SLC6A3 SNCA TOR1A GOBP_CATECHOL_CONTAINING_COMPOUND_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CATECHOL_CONTAINING_COMPOUND_BIOSYNTHETIC_PROCESS ALDH2 DAO DBH DDC GATA3 GCH1 GPR37 HAND2 HDC INSM1 KL MOXD1 MOXD2P NR4A2 PAH PARK7 PNMT SLC6A3 SNCA TGFB2 TH VPS35 GOBP_CATECHOL_CONTAINING_COMPOUND_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CATECHOL_CONTAINING_COMPOUND_CATABOLIC_PROCESS COMT DBH MAOA MAOB MOXD1 MOXD2P SLC6A3 SULT1A3 SULT1A4 GOBP_CATECHOL_CONTAINING_COMPOUND_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CATECHOL_CONTAINING_COMPOUND_METABOLIC_PROCESS ABAT ALDH2 AOC2 ATP7A CHRNB2 COMT DAO DBH DDC DRD1 DRD2 DRD3 DRD4 EDNRA EPAS1 GATA3 GCH1 GNAT2 GPR37 GRIN2A HAND2 HDC HPRT1 HTR1A INSM1 ITGAM ITGB2 KL MAOA MAOB MOXD1 MOXD2P MTPN NPR1 NR4A2 PAH PARK7 PDE1B PNKD PNMT PRKN RNF180 RTL4 SLC1A1 SLC6A3 SNCA SNCAIP SNCB SULT1A1 SULT1A2 SULT1A3 SULT1A4 TACR3 TGFB2 TH VHL VPS35 GOBP_CAVEOLA_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CAVEOLA_ASSEMBLY CAV1 CAV2 CAV3 EMP2 PACSIN2 GOBP_CAVEOLIN_MEDIATED_ENDOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CAVEOLIN_MEDIATED_ENDOCYTOSIS CAV1 CAV3 CLN3 MAPK1 MAPK3 MLC1 NEDD4L PACSIN2 PROM2 SRC UNC119 GOBP_CD40_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CD40_SIGNALING_PATHWAY CD40 CD40LG CD86 FANCA FANCD2 ITGA5 ITGB1 PHB1 PHB2 RNF31 SHARPIN SLAMF1 TNFAIP3 TNIP2 TRAF3IP2 TREM2 GOBP_CD4_POSITIVE_ALPHA_BETA_T_CELL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CD4_POSITIVE_ALPHA_BETA_T_CELL_ACTIVATION AGER ANXA1 ARG2 ARMC5 ASCL2 ATP7A BATF BCL3 BCL6 BRAF CARD11 CBFB CBLB CCL19 CD160 CD274 CD28 CD3E CD55 CD80 CD81 CD83 CD86 CDH26 CTSL ENTPD7 FOXP1 FOXP3 FUT7 GATA3 GPR183 HLA-DRA HLA-DRB1 HLA-DRB3 HLX HMGB1 IFNG IL12B IL12RB1 IL18 IL18R1 IL2 IL21 IL23A IL23R IL27 IL2RA IL2RG IL4 IL4R IL6 IL6R IRF4 ITCH JAK1 JAK3 JUNB KLHL25 KMT2A LEF1 LGALS9 LGALS9B LGALS9C LOXL3 LY9 MALT1 MEN1 MIR21 MTOR MYB NCKAP1L NDFIP1 NFKBID NFKBIZ NKG7 NKX2-3 NLRP3 PLA2G2D PRKCQ PRKCZ PTGER4 RARA RC3H1 RC3H2 RELB RIPK2 RORA RORC RSAD2 RUNX1 RUNX3 SASH3 SEMA4A SH3RF1 SHB SLAMF6 SMAD7 SOCS1 SOCS3 SOCS5 SPN STAT3 STAT4 STAT6 STOML2 TARM1 TBX21 TCIRG1 TGFBR2 TMEM98 TNFSF18 TNFSF4 TOX TWSG1 VSIR XCL1 ZBTB7B ZC3H12A ZFPM1 GOBP_CD4_POSITIVE_ALPHA_BETA_T_CELL_CYTOKINE_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CD4_POSITIVE_ALPHA_BETA_T_CELL_CYTOKINE_PRODUCTION ARG1 ARID5A CD81 DENND1B GATA3 IFNA2 IFNB1 IL18 IL18R1 IL1B IL1R1 IL4 IL6 NLRP3 PRKCZ RSAD2 SLAMF1 TBX21 XCL1 GOBP_CD4_POSITIVE_ALPHA_BETA_T_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CD4_POSITIVE_ALPHA_BETA_T_CELL_DIFFERENTIATION ANXA1 ARMC5 ASCL2 ATP7A BATF BCL3 BCL6 BRAF CBFB CCL19 CD80 CD83 CD86 CTSL ENTPD7 FOXP1 FOXP3 FUT7 GATA3 GPR183 HLA-DRA HLA-DRB1 HLX HMGB1 IFNG IL12B IL12RB1 IL18 IL18R1 IL2 IL21 IL23A IL23R IL27 IL2RG IL4 IL4R IL6 IL6R IRF4 JAK1 JAK3 JUNB KLHL25 KMT2A LEF1 LGALS9 LOXL3 LY9 MALT1 MEN1 MIR21 MTOR MYB NCKAP1L NFKBID NFKBIZ NKX2-3 NLRP3 PLA2G2D PRKCZ PTGER4 RARA RC3H1 RC3H2 RELB RIPK2 RORA RORC RSAD2 RUNX1 RUNX3 SASH3 SEMA4A SH3RF1 SHB SLAMF6 SMAD7 SOCS1 SOCS3 SOCS5 SPN STAT3 STAT4 STAT6 TBX21 TMEM98 TNFSF18 TNFSF4 TOX ZBTB7B ZC3H12A ZFPM1 GOBP_CD4_POSITIVE_ALPHA_BETA_T_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CD4_POSITIVE_ALPHA_BETA_T_CELL_PROLIFERATION ARG2 CARD11 CBLB CD274 CD28 CD3E CD55 CD81 FOXP3 IL2 IL2RA ITCH LGALS9 LGALS9B LGALS9C NDFIP1 PRKCQ RIPK2 TGFBR2 TWSG1 VSIR XCL1 GOBP_CD4_POSITIVE_CD25_POSITIVE_ALPHA_BETA_REGULATORY_T_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CD4_POSITIVE_CD25_POSITIVE_ALPHA_BETA_REGULATORY_T_CELL_DIFFERENTIATION FOXP3 FUT7 HLA-DRA HLA-DRB1 IFNG IL2RG KLHL25 LGALS9 PLA2G2D TOX GOBP_CD4_POSITIVE_OR_CD8_POSITIVE_ALPHA_BETA_T_CELL_LINEAGE_COMMITMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CD4_POSITIVE_OR_CD8_POSITIVE_ALPHA_BETA_T_CELL_LINEAGE_COMMITMENT BATF BCL2 BRAF CTSL FOXP3 IL12B IL12RB1 IL23A IL23R IL6 IL6R IRF4 JAK1 LOXL3 LY9 MTOR SHH SLAMF6 SOCS3 SPN STAT3 STAT6 TBX21 TNFSF18 TOX ZFPM1 GOBP_CD8_POSITIVE_ALPHA_BETA_T_CELL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CD8_POSITIVE_ALPHA_BETA_T_CELL_ACTIVATION BCL2 CBFB CD274 CLEC4A CRTAM DAPL1 EOMES GPR18 HFE HLA-A HLA-E IRF1 LILRB1 LILRB4 MAPK8IP1 NCKAP1L PSMB11 PTPN22 RUNX1 RUNX3 SH3RF1 SLC4A2 SOCS1 TNFSF8 TOX VSIR WDFY4 XCL1 ZBTB7B GOBP_CD8_POSITIVE_ALPHA_BETA_T_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CD8_POSITIVE_ALPHA_BETA_T_CELL_DIFFERENTIATION BCL2 CBFB EOMES GPR18 IRF1 LILRB4 NCKAP1L PSMB11 RUNX1 RUNX3 SLC4A2 SOCS1 TNFSF8 TOX ZBTB7B GOBP_CD8_POSITIVE_ALPHA_BETA_T_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CD8_POSITIVE_ALPHA_BETA_T_CELL_PROLIFERATION HLA-A HLA-E IRF1 MAPK8IP1 PTPN22 SH3RF1 SLC4A2 VSIR XCL1 GOBP_CDC42_PROTEIN_SIGNAL_TRANSDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CDC42_PROTEIN_SIGNAL_TRANSDUCTION ABCA1 ABL1 APOA1 APOC3 APOE CDC42 NRP1 NTN1 RALBP1 RHOBTB1 RHOBTB2 RHOJ RHOU RHOV RIT2 SHTN1 WAS GOBP_CDP_CHOLINE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CDP_CHOLINE_PATHWAY CDS1 CEPT1 CHKA CHKB CHPT1 PCYT1A PCYT1B GOBP_CDP_DIACYLGLYCEROL_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CDP_DIACYLGLYCEROL_BIOSYNTHETIC_PROCESS AGPAT1 AGPAT2 AGPAT3 AGPAT4 AGPAT5 CDS1 CDS2 GPAM GPAT2 GPAT3 GPAT4 LCLAT1 TAMM41 GOBP_CELLULAR_ALDEHYDE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_ALDEHYDE_METABOLIC_PROCESS ABCA4 ADH4 ADH5 AGXT AGXT2 AKR1A1 AKR1C1 AKR1C3 AKR7A2 AKR7A3 ALDH1A1 ALDH1A2 ALDH1A3 ALDH2 ALDH3A1 ALDH3A2 ALDH3B1 ALDH3B2 ALDH7A1 ALDH8A1 ALDH9A1 ALDOB ALPL BCO1 BCO2 BMP2 BMP5 BMP6 CACNA1H CLCN2 CYP11B1 CYP11B2 CYP1B1 CYP27C1 DAB2 DHRS4 DHRS4L1 DHRS4L2 DKK3 EDNRB ESD GATD1 GLO1 GLYCTK GRHPR HAGH HOGA1 HYI IDH1 IDH2 KDM3A MGAT4A PARK7 PDXK PDXP PNKD PNPO RDH10 RDH11 RDH13 RELA REST RPE65 SCNN1B SDR16C5 TALDO1 TKFC TKT TPI1 WNT4 GOBP_CELLULAR_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_CATABOLIC_PROCESS A1CF AADAC AADAT AASDHPPT AASS ABAT ABCA2 ABCA7 ABCB11 ABCC1 ABCC2 ABCD1 ABCD2 ABCD3 ABCD4 ABHD1 ABHD12 ABHD12B ABHD16A ABHD16B ABHD2 ABHD3 ABHD5 ABHD6 ABL1 ABL2 ACAA1 ACAA2 ACACB ACAD10 ACAD11 ACAD8 ACADL ACADM ACADS ACADSB ACADVL ACAT1 ACAT2 ACBD5 ACE ACER1 ACER2 ACER3 ACHE ACMSD ACOT4 ACOT7 ACOT8 ACOX1 ACOX2 ACOX3 ACOXL ACSF3 ACSL1 ADA ADA2 ADAL ADAM8 ADAM9 ADAMTS13 ADCY10 ADH4 ADH5 ADHFE1 ADIPOQ ADRA1A ADRA2A ADRB2 ADTRP AFMID AGO1 AGO2 AGO3 AGO4 AGXT AGXT2 AICDA AIFM1 AIG1 AKR1A1 AKR1B10 AKR1C3 AKR1D1 AKT1 AKT2 ALDH1L1 ALDH1L2 ALDH2 ALDH3B1 ALDH4A1 ALDH5A1 ALDH6A1 ALDH8A1 ALKBH5 ALLC AMACR AMBP AMBRA1 AMDHD1 AMDHD2 AMPD3 AMT ANG ANGEL2 ANGPTL3 ANPEP ANXA2 ANXA7 AP4M1 APAF1 APEX1 APOA2 APOA4 APOA5 APOB APOBEC1 APOBEC2 APOBEC3A APOBEC3B APOBEC3C APOBEC3D APOBEC3F APOBEC3G APOBEC3H APOC1 APOC2 APOC3 APOE APP ARFIP2 ARG1 ARG2 ARHGAP11B ARL8B ARNT ARSB ASAH1 ASAH2 ASAH2B ASPA ASRGL1 ATF6 ATG10 ATG101 ATG12 ATG13 ATG14 ATG16L1 ATG16L2 ATG2A ATG2B ATG3 ATG4A ATG4B ATG4C ATG4D ATG5 ATG7 ATG9A ATG9B ATM ATP13A2 ATP2A2 ATP2B4 ATP5IF1 ATP6V0A1 ATP6V0A2 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1C2 ATP6V1D ATP6V1E1 ATP6V1E2 ATP6V1G1 ATP6V1G2 ATP6V1H AUH AUP1 AXIN2 BAD BAG3 BAX BCAS3 BCAT2 BCHE BCKDHA BCKDHB BCKDK BCL2 BCO1 BCO2 BDH2 BECN1 BECN2 BHMT BLMH BLVRA BLVRB BMF BNIP3 BNIP3L BOK BOLL BTG2 C19orf12 C9orf72 CACNG7 CALCOCO2 CALCR CALM1 CALR CAMKK2 CAPN1 CAPNS1 CAPRIN1 CARHSP1 CARNMT1 CARNS1 CASC3 CASP3 CAT CBS CCNY CD36 CD84 CDA CDADC1 CDC37 CDK16 CDK5 CDK5R1 CDO1 CECR2 CEL CELF1 CERS1 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CIDEA CIRBP CISD1 CISD2 CLEC16A CLN3 CLTC CLU CNOT1 CNOT10 CNOT11 CNOT2 CNOT3 CNOT4 CNOT6 CNOT6L CNOT7 CNOT8 CNOT9 CNP CNR1 COLQ COMT CPEB3 CPN1 CPQ CPS1 CPT1A CPT1B CPT1C CPT2 CPTP CRAT CREG1 CRMP1 CROT CRY1 CRYBA1 CRYL1 CRYM CRYZ CRYZL2P-SEC16B CSAD CSDC2 CSDE1 CSNK2A2 CTIF CTSA CTSD CTSH CTSK CTTN CYP1A1 CYP1A2 CYP1B1 CYP24A1 CYP26A1 CYP26B1 CYP26C1 CYP27B1 CYP2A6 CYP2B6 CYP2C19 CYP2C8 CYP2C9 CYP2D6 CYP2D7 CYP2F1 CYP2W1 CYP3A4 CYP3A5 CYP4A11 CYP4F11 CYP4F12 CYP4F2 CYP4F3 DAGLA DAGLB DAO DAP DAPK1 DAPK2 DAPK3 DAPL1 DAZ1 DAZ2 DAZ3 DAZ4 DAZL DBH DBT DCAF12 DCN DCP1A DCP1B DCP2 DCPS DCTPP1 DCXR DDAH1 DDAH2 DDHD2 DDIT3 DDO DDRGK1 DDX49 DDX5 DECR1 DECR2 DEDD2 DEPDC5 DEPP1 DEPTOR DERA DFFA DFFB DHRSX DHX34 DHX36 DHX9 DICER1 DIO3 DIS3 DIS3L DIS3L2 DKC1 DLD DLST DMGDH DNA2 DNAJC16 DNASE1 DNASE1L1 DNASE1L2 DNASE1L3 DNASE2 DNASE2B DND1 DNM1L DNM3OS DNPH1 DPEP1 DPEP2 DPYD DPYS DPYSL2 DPYSL3 DPYSL4 DPYSL5 DRAM1 DRAM2 DRD2 DTX3L DUOX1 DUOX2 DUT DXO E2F1 ECE1 ECH1 ECHDC1 ECHDC2 ECHS1 ECI1 ECI2 EDC3 EDC4 EEF1A1 EEF1A2 EFNB1 EHHADH EHMT2 EI24 EIF3E EIF4A3 EIF4E EIF4ENIF1 EIF4G1 EIF4G2 EIF4G3 ELAC2 ELAPOR1 ELAVL1 ELAVL4 ELOB ELOC EMC6 ENDOG ENOSF1 ENPEP ENPP1 ENPP2 ENPP3 ENPP4 ENPP6 ENPP7 ENSG00000274276 ENSG00000276759 ENTPD1 ENTPD2 ENTPD3 ENTPD4 ENTPD5 ENTPD6 ENTPD7 ENTPD8 EP300 EPG5 EPHB2 EPHX1 EPHX2 EPM2A EPX ERAP1 ERAP2 ERCC4 ERFE ERI1 ERN1 ERN2 ESD ETF1 ETFA ETFB ETFBKMT ETFDH EVA1A EXOC1 EXOC4 EXOC7 EXOC8 EXOG EXOSC1 EXOSC10 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 FAAH FABP1 FAH FASTK FASTKD1 FASTKD2 FASTKD3 FASTKD5 FBH1 FBXL2 FBXL4 FBXO7 FBXW7 FEN1 FEZ1 FEZ2 FGF21 FGF23 FHIT FIS1 FITM2 FKBP8 FLCN FMO1 FMO4 FMR1 FNBP1L FOXK1 FOXK2 FOXL2 FOXO1 FOXO3 FTCD FTO FUCA1 FUNDC1 FUNDC2 FURIN FUS FXR1 FXR2 FYCO1 FZD5 GAA GABARAP GABARAPL1 GABARAPL2 GABARAPL3 GAD1 GAD2 GALC GAPDH GAPDHS GAS5 GATA4 GATD1 GBA1 GBA2 GBA3 GCAT GCDH GCSH GDA GDE1 GDNF GDPD1 GDPD3 GFAP GIGYF2 GLA GLB1 GLDC GLS GLS2 GLUD1 GLUD2 GLUL GLYATL2 GM2A GNAI3 GNPDA1 GNPDA2 GNS GOLGA2 GOT1 GOT2 GPC1 GPCPD1 GPD1 GPIHBP1 GPLD1 GPR137 GPR137B GPRASP1 GPSM1 GPT GPT2 GPX1 GPX3 GRAMD1A GRSF1 GSK3A GSK3B GSPT1 GSPT2 GSTM1 GSTM2 GSTM3 GSTM4 GSTO1 GSTZ1 GTPBP1 GUSB HAAO HACL1 HADH HADHA HADHB HAGH HAL HAO1 HAO2 HAP1 HAX1 HBA1 HBA2 HBB HBD HBE1 HBG1 HBG2 HBM HBQ1 HBS1L HBZ HDAC10 HDAC6 HDC HERC1 HEXA HEXB HGD HGF HGS HGSNAT HIBADH HIBCH HIF1A HINT1 HK2 HMGB1 HMGCL HMGCLL1 HMOX1 HMOX2 HNMT HNRNPA0 HNRNPAB HNRNPC HNRNPD HNRNPR HNRNPU HOGA1 HP HPD HPRT1 HPSE HSD17B10 HSD17B4 HSD17B6 HSF1 HSP90AA1 HSPA1A HSPA1B HSPA8 HSPB1 HSPB8 HTR2A HTRA2 HTT HUWE1 HYAL1 HYAL4 HYKK IDE IDH1 IDNK IDO1 IDO2 IDS IDUA IFI16 IFNB1 IFNG IFT20 IFT88 IGF1 IGF2BP1 IGF2BP2 IGF2BP3 IKBKE IKBKG IL10 IL10RA IL1B IL4 IL4I1 IL6 ILRUN ILVBL INPP5F INS INSR IREB2 IRF8 IRGM IRS1 IRS2 ISG20 ITCH ITGB4 ITPA ITPR1 IVD KAT2B KAT5 KAT8 KCNQ1OT1 KDM4A KDR KEAP1 KHSRP KIF16B KIF25 KLHL22 KLHL3 KMO KYAT1 KYAT3 KYNU LACRT LAMP2 LAMP3 LAPTM5 LARP1 LARP1B LARP4B LCT LDHC LDHD LDLR LEP LEPR LGALS8 LGMN LIN28A LIN28B LIPC LIPE LIPG LIX1 LIX1L LNPEP LONP2 LPIN1 LPIN2 LPIN3 LPL LPO LRBA LRIG2 LRP1 LRP4 LRPPRC LRRK2 LRSAM1 LSM1 LSM2 LSM4 LSM5 LSM6 LSM7 LTA4H LVRN LYPLA2 LZTS1 MAGEA3 MAGEA6 MAGOH MAGOHB MAOA MAOB MAP1LC3A MAP1LC3B MAP1LC3B2 MAP1LC3C MAP1S MAP3K7 MAPK14 MAPK15 MAPK3 MAPK8 MAPKAPK2 MAPT MARK2 MAT1A MBD4 MCAT MCCC1 MCCC2 MCEE MCL1 MCOLN1 MEFV MEIOC MET METTL1 METTL14 METTL16 METTL3 MEX3D MFN2 MFSD2A MFSD8 MGAT1 MGLL MGST2 MID2 MIR1-1 MIR100 MIR103B1 MIR106A MIR125A MIR125B1 MIR128-1 MIR130A MIR133A1 MIR135B MIR137 MIR140 MIR145 MIR146A MIR149 MIR151A MIR181A2 MIR185 MIR18A MIR190B MIR191 MIR192 MIR195 MIR199A1 MIR206 MIR20A MIR21 MIR210 MIR212 MIR214 MIR223 MIR23A MIR24-1 MIR26B MIR27A MIR302A MIR302C MIR30B MIR326 MIR342 MIR373 MIR423 MIR4286 MIR485 MIR486-1 MIR491 MIR497 MIR517A MIR517C MIR520C MIR543 MIR562 MIR564 MIR608 MIR625 MIR655 MIR663A MIR665 MIR885 MIR9-1 MIR93 MIR96 MIR98 MIRLET7A1 MIRLET7B MIRLET7E MLH1 MLST8 MLXIPL MLYCD MME MOAP1 MOV10 MOXD1 MOXD2P MPO MPST MRTO4 MT3 MTAP MTCL1 MTDH MTHFS MTLN MTM1 MTMR14 MTMR2 MTMR3 MTMR4 MTMR8 MTMR9 MTOR MTPAP MTREX MTRR MUL1 MUS81 MVB12A MYD88 MYLIP NAALADL1 NAF1 NAGA NAGK NAGLU NANOS1 NANOS2 NANOS3 NAPEPLD NBAS NBDY NBR1 NCBP1 NCBP2 NEAT1 NEDD4 NEIL1 NEIL2 NEU1 NEU2 NEU3 NEU4 NFE2L2 NHLRC1 NLRP6 NMNAT1 NNT NOCT NOD1 NOD2 NOS1 NOS2 NOS3 NPC1 NPEPPS NPEPPSP1 NPL NPM1 NPRL2 NPRL3 NQO2 NR1I2 NRBF2 NRBP2 NRDC NRDE2 NSFL1C NSUN2 NT5C NT5C1A NT5C1B NT5C2 NT5C3B NT5E NT5M NTHL1 NUDT1 NUDT10 NUDT11 NUDT12 NUDT13 NUDT15 NUDT16 NUDT16L1 NUDT17 NUDT18 NUDT19 NUDT3 NUDT4 NUDT4B NUDT5 NUDT7 NUDT8 NUDT9 NUPR1 OAS2 OAT OGG1 OGT OIP5-AS1 OPTN ORMDL3 OSBPL7 OTC OXCT1 OXCT2 P2RX7 PABPC1 PABPC4 PABPN1L PACS2 PACSIN3 PAFAH1B2 PAH PAIP1 PAN2 PAN3 PARK7 PARL PARN PATL1 PATL2 PCBP4 PCCA PCCB PCID2 PCK1 PCK2 PCSK9 PDCD6IP PDE10A PDE12 PDE1A PDE2A PDE4A PDE4B PDE4C PDE4D PDE5A PDE7A PDE7B PDE8A PDE8B PDE9A PDXP PELO PEX13 PEX2 PEX5 PEX7 PGAM5 PGD PHAX PHB2 PHF23 PHKG2 PHYH PIK3C2A PIK3C2B PIK3C3 PIK3CA PIK3CB PIK3CG PIK3R2 PIK3R4 PIKFYVE PIM2 PINK1 PIP4K2A PIP4K2B PIP4K2C PIPOX PJVK PKP1 PKP3 PLA2G10 PLA2G15 PLA2G4A PLA2G4B PLA2G4C PLA2G4D PLA2G4E PLA2G4F PLA2G5 PLA2G6 PLA2G7 PLAA PLB1 PLBD1 PLBD2 PLCB1 PLCG1 PLCG2 PLD1 PLD2 PLEKHF1 PLEKHM1 PLEKHN1 PLIN5 PLK2 PLK3 PLPP6 PM20D2 PNKD PNLDC1 PNLIPRP2 PNP PNPLA1 PNPLA2 PNPLA3 PNPLA4 PNPLA5 PNPLA6 PNPLA7 PNPLA8 PNPT1 PNRC1 PNRC2 POLDIP2 POLR2G PON1 PON2 PON3 POP1 PPARA PPARD PPP1R8 PPT1 PRDX1 PRDX2 PRDX3 PRDX4 PRDX5 PRDX6 PRIMA1 PRKAA1 PRKAA2 PRKACA PRKCA PRKCD PRKD1 PRKN PRODH PRODH2 PRR5L PRTFDC1 PRXL2C PSAP PSEN1 PTPN1 PTPN22 PTPN3 PUM1 PUM2 PXDN PXDNL PYCARD PYM1 QDPR QPRT QSOX1 RAB12 RAB19 RAB1A RAB1B RAB1C RAB23 RAB24 RAB33B RAB39A RAB39B RAB3GAP1 RAB3GAP2 RAB43 RAB5A RAB7A RAB8A RALB RASIP1 RB1CC1 RBM10 RBM24 RBM46 RBM47 RBM7 RBM8A RC3H1 RC3H2 RENBP RETREG1 RETREG2 RETREG3 REXO4 RFPL1 RFPL2 RFPL3 RFPL4A RFPL4AL1 RGMA RGN RGS19 RHEB RIDA RIMOC1 RIPK2 RMC1 RNASE2 RNASE3 RNASE6 RNASEH1 RNASEH2A RNASEH2B RNASEH2C RNASEL RNASET2 RNF152 RNF166 RNF185 RNF186 RNF213 RNF31 RNF41 RNF43 RNF5 RNH1 RNPS1 ROCK1 ROCK2 RPTOR RRAGA RRAGB RRAGC RRAGD RUBCN RUBCNL RUFY4 S100A8 S100A9 SAMD4A SAMD4B SAMHD1 SARDH SARM1 SBF2 SCARB1 SCFD1 SCGB1A1 SCLY SCOC SCP2 SDS SDSL SEC16A SEC16B SEC22B SECISBP2 SERBP1 SESN1 SESN2 SESN3 SETD2 SETMAR SGPL1 SGSH SH3BP4 SH3D19 SH3GLB1 SHMT1 SHMT2 SIDT2 SIRT1 SIRT2 SKIC2 SKIC3 SKIC8 SLC11A1 SLC16A1 SLC16A3 SLC25A17 SLC25A21 SLC25A4 SLC25A44 SLC25A46 SLC25A5 SLC27A2 SLC27A4 SLC35D3 SLC4A4 SLC6A3 SLC7A5 SLCO1B1 SLCO1B3 SLCO2B1 SLFN12 SLFN13 SLFN14 SLIRP SMCR8 SMG1 SMG5 SMG6 SMG7 SMG8 SMG9 SMPD1 SMPD2 SMPD3 SMPD4 SMPDL3A SMPDL3B SMUG1 SMURF1 SNAP29 SNAPIN SNCA SND1 SNF8 SNRNP70 SNX14 SNX18 SNX25 SNX30 SNX32 SNX33 SNX4 SNX5 SNX6 SNX7 SNX9 SOGA1 SOGA3 SORD SORL1 SPATA18 SPATA33 SPG11 SPHK1 SPTLC1 SPTLC2 SQSTM1 SRC SRD5A3 SREBF1 SREBF2 SRPX SSB ST20 STAM STAM2 STAT3 STBD1 STING1 STK11 STK3 STK35 STK38L STUB1 STX12 STX17 SUCLA2 SUCLG1 SUCLG2 SULT1A3 SULT1A4 SULT2A1 SUPT20H SUPT5H SUPV3L1 SVIP SYNCRIP SYT11 TAB2 TAB3 TAF15 TAFAZZIN TARDBP TAT TAX1BP1 TBC1D12 TBC1D14 TBC1D17 TBC1D25 TBC1D5 TBK1 TBRG4 TCIRG1 TDG TDO2 TECPR1 TECPR2 TENT2 TENT4A TENT4B TENT5A TENT5B TENT5C TENT5D TET1 TET2 TET3 TEX264 TFEB TGFB1 TGFBRAP1 THNSL2 THRAP3 TICAM1 TIGAR TIMP1 TIMP2 TIMP3 TIMP4 TIRAP TLK2 TLR9 TM9SF1 TMBIM6 TMEM150B TMEM208 TMEM39A TMEM41B TMEM59 TMEM74 TNF TNFRSF1B TNKS1BP1 TNRC6A TNRC6B TNRC6C TOB1 TOLLIP TOM1 TOMM7 TP53 TP53INP1 TP53INP2 TPCN1 TPCN2 TPMT TPO TPP1 TRAF2 TRAF3IP2 TRAF5 TRAF6 TRAPPC4 TRDMT1 TREM2 TREX1 TRHDE TRIB3 TRIM13 TRIM17 TRIM21 TRIM22 TRIM23 TRIM27 TRIM32 TRIM34 TRIM38 TRIM5 TRIM58 TRIM6 TRIM65 TRIM68 TRIM71 TRIM8 TRIR TRNT1 TSC1 TSC2 TSG101 TSPO TST TTC5 TUT1 TUT4 TUT7 TWIST1 TYMP TYSND1 UBA5 UBQLN1 UBQLN2 UBQLN4 UBXN2A UBXN2B UBXN6 UCHL1 UFC1 UFL1 UFM1 UGT1A1 UGT1A4 ULK1 ULK2 ULK3 UMOD UNG UPB1 UPF1 UPF2 UPF3A UPF3B UPP1 UPP2 URAD UROC1 UROD USP10 USP13 USP20 USP30 USP33 USP36 UVRAG VAMP7 VAMP8 VCP VDAC1 VHL VIM VIP VIPAS39 VMP1 VNN1 VPS11 VPS13A VPS13C VPS13D VPS16 VPS18 VPS25 VPS26A VPS26B VPS28 VPS29 VPS33A VPS33B VPS35 VPS36 VPS37A VPS37B VPS37C VPS37D VPS39 VPS41 VPS4A VPS4B VPS51 VPS54 VTA1 VTI1A VTI1B WAC WASHC1 WDFY3 WDFY4 WDR24 WDR41 WDR45 WDR45B WDR47 WDR6 WDR81 WDR82 WIPI1 WIPI2 WNK1 XBP1 XDH XIST XPNPEP1 XRN1 XRN2 XYLB YBX1 YBX3 YOD1 YTHDF1 YTHDF2 YTHDF3 ZAR1 ZBTB20 ZC3H12A ZC3H12D ZC3H14 ZC3H18 ZC3H4 ZC3HAV1 ZCCHC17 ZCCHC7 ZCCHC8 ZFP36 ZFP36L1 ZFP36L2 ZFYVE1 ZFYVE26 ZHX2 ZKSCAN3 ZMPSTE24 ZNF418 ZNRF3 ZPBP2 ZPR1 ZSWIM8 GOBP_CELLULAR_COMPONENT_ASSEMBLY_INVOLVED_IN_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_COMPONENT_ASSEMBLY_INVOLVED_IN_MORPHOGENESIS ABCA2 ACRBP ACTA1 ACTC1 ACTG1 ACTL7A ACTL8 ACTL9 ACTN2 ADPRHL1 AGFG1 AKAP13 ANK2 ANKRD1 ANKRD23 BMP10 CAPN3 CASQ1 CAV3 CCDC136 CCDC42 CD9 CFL2 CFLAR CLASP1 CLASP2 CNTN1 CNTNAP1 CSRP1 CSRP2 CSRP3 DAG1 DICER1 EDN1 EPB41L3 ERCC2 FHOD3 FIG4 FLII FLNC GARIN1A GARIN1B GNPAT GPC1 IHH ITGB1 ITGB4 KLHL41 KNL1 KRT19 KRT8 LDB3 LMOD1 LMOD2 LMOD3 MAG MEF2A MFSD14A MIOS MIR1-1 MOBP MTMR2 MYH11 MYH3 MYH6 MYH7 MYL2 MYL9 MYLK3 MYOM2 MYOZ1 MYOZ2 MYPN NCMAP NEB NEBL NECTIN2 NKX2-5 NRAP OBSCN OBSL1 PAFAH1B1 PALS1 PDGFRA PDGFRB PFN4 PGM5 PHLDB1 PHLDB2 PIKFYVE PLA2G3 PLEC PLN PMP22 PRKAR1A PRKD1 PROX1 RFX2 SIX4 SLC9A8 SMAD4 SOX30 SPACA1 SPINK2 SPPL2C SRF SYNPO2L TBC1D20 TBPL1 TCAP TENM4 TLR2 TMF1 TMOD1 TMOD2 TMOD3 TMOD4 TNNT1 TNNT2 TNNT3 TPM1 TPPP TTN UGT8 VPS13B WDR1 ZPBP ZPBP2 GOBP_CELLULAR_COMPONENT_DISASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_COMPONENT_DISASSEMBLY ABCC8 ABCE1 ACIN1 ACTN2 ACVR1C ADAM10 ADAM15 ADAM8 ADAMTS15 ADAMTS4 ADAMTS5 ADCY10 ADD1 ADD2 ADD3 ADGRB3 ADRB2 AIFM1 AKAP8L AMBRA1 APAF1 APC APC2 APEH ARF6 ARFIP2 ARHGEF2 ARID1A ARID2 ASCC2 ASCC3 ASPH ATG12 ATG13 ATG14 ATG2A ATG2B ATG3 ATG4B ATG4D ATG5 ATG7 ATG9A ATG9B ATP13A2 ATP2A2 ATP5IF1 ATXN7 AURKA AVIL BAX BECN1 BLCAP BMERB1 BNIP3 BNIP3L BOK C1QA C1QB C1QC C1QL1 C3 CALCOCO2 CALM1 CAMKK2 CAMSAP2 CAPG CAPN10 CAPZA1 CAPZA2 CAPZA3 CAPZB CARMIL1 CARMIL2 CCSAP CDC37 CDK1 CDK5RAP3 CECR2 CERS1 CFL1 CFL2 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CIB1 CIDEA CISD2 CKAP2 CKAP5 CLASP1 CLASP2 CLEC16A CLN3 CMA1 CRACD CSNK2A2 CST3 CTDNEP1 CTSG CTSK CTSS CTSV CTTN CX3CL1 CX3CR1 DCTN1 DDIT4 DDR1 DDR2 DDRGK1 DEDD2 DENR DFFA DFFB DHX8 DICER1 DKK1 DMTN DNAJC17 DNAJC6 DNASE1L3 DNASE2 DNASE2B DNM1L DPP4 DSTN DUSP3 DYRK3 EEF2K EIF2D EIF5A EIF5A2 EIF5AL1 ELANE ENDOG EPG5 EPHA4 EPS8 ERN2 ETF1 EXOC8 EXOG F2RL1 FAP FBXL4 FBXO7 FBXW7 FER FGF13 FGFR4 FIS1 FKBP8 FLII FLOT1 FOXL2 FRAT1 FRAT2 FSCN1 FUNDC1 FUNDC2 FURIN FYCO1 FZD5 GABARAP GABARAPL1 GABARAPL2 GABARAPL3 GAK GBA1 GBF1 GFM2 GOLGA2 GPER1 GRWD1 GSK3A GSK3B GSN GSPT1 GSPT2 H2AC25 H2BC1 HAX1 HBS1L HDAC6 HDGFL3 HIF1A HK2 HMGA1 HPN HSF1 HSPA2 HSPA8 HTRA2 HTT HUWE1 IGF1R IL6 INSR IQSEC1 IRAK3 IRGM IST1 ITGAM ITGB1 JMJD4 KAT5 KATNB1 KDM4A KIF14 KIF18A KIF18B KIF19 KIF24 KIF2A KIF2B KIF2C KIF5B KIF9 KLC1 KLK4 KLK5 KLK7 LAMC1 LAMP2 LCP1 LIMA1 LIX1 LIX1L LMOD1 LMOD2 LMOD3 LPIN1 LRBA LRP1 MAP1A MAP1B MAP1LC3A MAP1LC3B MAP1LC3B2 MAP1LC3C MAP1S MAP4 MAP4K4 MAP6D1 MAPRE2 MARK2 MCOLN1 MCTS1 MELTF MFN2 MFSD8 MICAL1 MICAL2 MICAL3 MID1 MID1IP1 MIR146A MIR98 MMP1 MMP10 MMP11 MMP12 MMP13 MMP14 MMP15 MMP19 MMP2 MMP20 MMP3 MMP7 MMP8 MMP9 MRPL58 MRRF MTIF2 MTIF3 MTPN MTRF1 MTRF1L MTRFR MUL1 MYC NAPA NAPB NAV3 NCKAP5 NCKAP5L NEDD9 NEK6 NES NFE2 NMNAT1 NOD2 NOXO1 NSF OGFOD1 OGT OPTN PAFAH1B1 PARK7 PARL PBXIP1 PDPN PDXP PELO PEX10 PEX12 PEX14 PEX2 PEX5 PHB2 PHF23 PIK3C3 PIK3CA PIK3R1 PIK3R4 PINK1 PLAAT1 PLAAT3 PLEK PLEKHH2 PLG PLIN2 PLIN3 PLK1 PLK3 PLXNC1 PNPLA2 PPP1CA PPP1R9B PRICKLE1 PRKAA1 PRKAA2 PRKCA PRKCB PRKN PRSS1 PRSS2 PYM1 RB1CC1 RDX RETREG1 RETREG2 RETREG3 RIMOC1 RNF41 RPL23 RRP7A RSPH6A RUBCN RUBCNL SCAF4 SCAF8 SCIN SEMA5A SET SETX SH3BP1 SH3GL1 SH3GL2 SH3GL3 SH3PXD2B SHARPIN SHFL SLC25A4 SLC25A46 SLC25A5 SLN SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMCR8 SNAI2 SNAP29 SNAPIN SNX14 SNX30 SNX7 SPAST SPATA18 SPATA33 SPEF1 SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 SQSTM1 SREBF1 SREBF2 SSRP1 ST20 STING1 STMN1 STMN2 STMN3 STMN4 STMND1 STON1 STX17 STX5 SUPT16H SVIL SWAP70 SYNJ1 TAFAZZIN TAOK1 TBC1D25 TECPR1 TEX264 TFIP11 TGFB1 TGFB3 TGFBR1 TIGAR TMEM39A TMOD1 TMOD2 TMOD3 TMOD4 TMPRSS6 TNF TNP1 TOM1 TOMM7 TOP2A TP53 TPSAB1 TPX2 TREM2 TRIM54 TRIM58 TRIOBP TRIP4 TRPV4 TSC2 TSG101 TSPO TTBK2 TWF1 TWF2 UBA5 UBQLN1 UBQLN4 UFC1 UFL1 UFM1 ULK1 ULK2 ULK3 UPF1 USP30 USP36 UVRAG VAMP7 VAMP8 VCP VDAC1 VIL1 VILL VIPAS39 VMP1 VPS13C VPS13D VPS16 VPS33A VPS33B VPS4A VPS4B VPS54 VRK1 VTA1 VTI1B WASHC1 WASHC2C WDR1 WDR45 WDR45B WDR47 WDR72 WIPI1 WIPI2 WNK1 ZFAND1 ZMPSTE24 GOBP_CELLULAR_COMPONENT_DISASSEMBLY_INVOLVED_IN_EXECUTION_PHASE_OF_APOPTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_COMPONENT_DISASSEMBLY_INVOLVED_IN_EXECUTION_PHASE_OF_APOPTOSIS ACIN1 ACVR1C AIFM1 APAF1 BAX BLCAP BOK CAPN10 CDK5RAP3 CECR2 CIDEA DEDD2 DFFA DFFB DICER1 DNASE1L3 DNASE2 DNASE2B ENDOG ERN2 EXOG FOXL2 GPER1 HSF1 IL6 KDM4A MIR146A NMNAT1 SHARPIN ST20 TOP2A VPS54 GOBP_CELLULAR_COMPONENT_MAINTENANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_COMPONENT_MAINTENANCE ABHD17B ADGRB3 APOE APPL1 ARF6 BSN C1QL1 CAMSAP3 CBLN1 CBLN2 CBLN3 CD177 CHCHD10 CLDN1 CLDN3 CLRN2 CNTNAP1 CSF1R CTBP2 CTTN DCTN1 DLG1 ERC1 ERC2 F2R F2RL1 FCGR2B FERMT2 FYN GRIN2B HOMER1 IGF1R INAVA INS INSR ITGA3 ITGB3 ITPKA KIFC3 KIRREL1 LNPK MIR30B MTMR2 MTSS1 MYADM MYOCD NEDD9 NLGN1 NLGN2 OPHN1 PARD6A PCLO PICK1 PJVK PLEKHA7 PLXNA4 PRNP PRTN3 RAB3A RAPSN SDF4 SHANK1 SHANK2 SORT1 SYNGAP1 TANC1 TJP1 TPRN TREM2 VPS35 WHRN ZMYND8 ZNF804A GOBP_CELLULAR_COMPONENT_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_COMPONENT_MORPHOGENESIS ABCA2 ABI1 ABI2 ABI3 ABITRAM ABL1 ACRBP ACTA1 ACTB ACTBL2 ACTC1 ACTG1 ACTL7A ACTL8 ACTL9 ACTN2 ADAM17 ADARB1 ADCY1 ADCY10 ADGRB1 ADGRB3 ADNP ADORA2A ADPRHL1 AFG3L2 AGFG1 AKAP13 ALCAM ALS2 AMIGO1 ANAPC2 ANK2 ANK3 ANKRD1 ANKRD23 ANKRD27 ANO1 ANOS1 APBB1 APLP1 APLP2 APOE APP ARC ARHGAP33 ARHGAP35 ARHGAP4 ARHGAP44 ARHGEF25 ARHGEF28 ARHGEF40 ARHGEF7 ARMCX5-GPRASP2 ARPIN ARTN ARX ATL1 ATOH1 ATOH7 ATP7A ATP8A2 ATP9A AURKA AUTS2 B3GNT2 B4GALT5 B4GALT6 B4GAT1 BAIAP2 BARHL2 BAX BCL11A BCL11B BCL2 BCL2L1 BDNF BMP10 BMP7 BMPR1B BMPR2 BOC BRAF BRSK1 BRSK2 BTBD3 C12orf57 C9orf72 CACNG7 CAMK2B CAPN3 CAPRIN1 CAPRIN2 CASQ1 CAV3 CCDC136 CCDC42 CCK CCKAR CD44 CD9 CDC42 CDH1 CDH11 CDH2 CDH4 CDK5 CDK5R1 CDK5R2 CDKL3 CDKL5 CELSR2 CERT1 CFL1 CFL2 CFLAR CHL1 CHN1 CHODL CHRNA3 CHRNA7 CHRNB2 CLASP1 CLASP2 CNP CNTN1 CNTN2 CNTN4 CNTN5 CNTN6 CNTNAP1 CNTNAP2 COBL CORO1B CORO1C CPNE1 CPNE5 CPNE6 CPNE9 CRABP2 CREB1 CRPPA CSF1R CSPG5 CSRP1 CSRP2 CSRP3 CTNNA2 CTNNB1 CTNND2 CTTN CUL7 CUX1 CUX2 CXCL12 CXCR4 CYFIP1 CYFIP2 DAB1 DAB2IP DAG1 DBN1 DBNL DCC DCDC2 DCLK1 DDR1 DHX36 DICER1 DIP2A DIP2B DISC1 DLG4 DLX5 DNM1L DNM2 DNM3 DOCK10 DOCK7 DPYSL5 DRAXIN DRD2 DRGX DSCAM DSCAML1 DTNBP1 DVL1 DVL2 DVL3 ECE1 EDN1 EDN2 EDN3 EDNRA EEF2K EFNA1 EFNA2 EFNA3 EFNA4 EFNA5 EFNB1 EFNB2 EFNB3 EGR2 EIF2AK4 EIF4G2 ELAVL4 EMB EMX1 ENAH ENPP2 EPB41L3 EPHA10 EPHA3 EPHA4 EPHA5 EPHA6 EPHA7 EPHA8 EPHB1 EPHB2 EPHB3 EPHB6 ERBB2 ERCC2 ETV1 EVX1 EXT1 FARP1 FBXO45 FBXW8 FEZ1 FEZ2 FEZF1 FEZF2 FGF13 FGF8 FGFR2 FHOD3 FIG4 FIS1 FLII FLNC FLOT1 FLRT1 FLRT2 FLRT3 FN1 FOXB1 FOXD1 FOXG1 FSTL4 FYN FZD3 FZD4 GAP43 GARIN1A GARIN1B GAS7 GATA3 GBX1 GBX2 GDF7 GDI1 GDNF GFRA3 GLI2 GLI3 GNPAT GOLGA4 GORASP1 GPC1 GPM6A GPRASP3 GRIP1 GSK3B HDAC6 HECW1 HECW2 HMCN2 HOXA2 HPRT1 HSP90AA1 HSP90AB1 IFRD1 IGF1R IGF2BP1 IGSF9 IHH IL1RAPL1 IMPACT IQGAP1 ISL1 ISL2 ISLR2 IST1 ITGA1 ITGA4 ITGB1 ITGB4 ITPKA ITSN2 KALRN KANK1 KEL KIAA0319 KIAA1755 KIDINS220 KIF13B KIF1A KIF20B KIF5A KIF5B KIF5C KIFBP KIRREL3 KLF7 KLHL41 KLK8 KNDC1 KNL1 KRT19 KRT8 L1CAM LAMA2 LAMB2 LDB3 LGI1 LGR6 LHX1 LHX2 LHX3 LHX4 LHX9 LIMK1 LLGL1 LLPH LMO4 LMOD1 LMOD2 LMOD3 LMX1A LPAR3 LRP2 LRP4 LRP8 LRRC4C LRRK2 LRTM1 LRTM2 LYPLA2 LZTS1 LZTS3 MACF1 MAG MAP1A MAP1B MAP1S MAP2 MAP2K1 MAP2K2 MAP3K13 MAP4K4 MAP6 MAPK8IP2 MAPT MARK2 MCF2 MDK MECP2 MEF2A MEGF8 METRN MFF MFSD14A MFSD2A MICOS10-NBL1 MINK1 MIOS MIR1-1 MNX1 MOBP MOV10 MT3 MTM1 MTMR2 MUL1 MYCBP2 MYH11 MYH14 MYH3 MYH6 MYH7 MYL2 MYL9 MYLK3 MYO16 MYO9A MYO9B MYOM2 MYOT MYOZ1 MYOZ2 MYPN NBL1 NCAM1 NCKAP1 NCKAP1L NCMAP NDEL1 NDN NDP NEB NEBL NECTIN1 NECTIN2 NEDD4 NEDD4L NEFH NEFL NEK3 NEO1 NES NEUROG3 NEXN NFASC NFATC4 NFIB NGEF NGF NGFR NIBAN2 NIN NKX2-1 NKX2-5 NKX2-8 NKX6-1 NLGN1 NLGN3 NOG NOTCH1 NOTCH2 NOTCH3 NOVA2 NPR2 NPTX1 NR2E1 NR4A2 NRAP NRCAM NRDC NRN1 NRN1L NRP1 NRP2 NRXN1 NRXN3 NSMF NTF3 NTF4 NTN1 NTN3 NTNG1 NTNG2 NTRK1 NTRK2 NUBPL NUMB NUMBL NYAP1 NYAP2 OBSCN OBSL1 OLFM1 OPHN1 OR10A4 OSTN OTX2 PACSIN1 PACSIN2 PAFAH1B1 PAK1 PAK2 PAK3 PAK6 PALLD PALS1 PANK2 PARD3 PARD6B PARP6 PAX2 PAX6 PCDHAC2 PDGFRA PDGFRB PDLIM5 PDPN PFN4 PGM5 PHACTR1 PHLDB1 PHLDB2 PHOX2B PICALM PID1 PIKFYVE PLA2G10 PLA2G3 PLAA PLEC PLEKHG4 PLEKHG4B PLEKHO1 PLN PLPPR4 PLXNA1 PLXNA2 PLXNA3 PLXNA4 PLXNB1 PLXNB2 PLXNB3 PLXNC1 PLXND1 PMP22 PNPT1 POLDIP2 POLG2 POSTN POTEE POTEF POTEI POTEJ POTEKP POU3F2 POU4F1 POU4F2 POU4F3 PPFIA2 PPP3CA PPP3CB PQBP1 PRDM8 PREX2 PRICKLE1 PRKAR1A PRKCQ PRKCZ PRKD1 PRKG1 PRKN PROX1 PSEN1 PTCH1 PTEN PTK2 PTK7 PTN PTPN11 PTPRD PTPRM PTPRO PTPRS PTPRZ1 RAB10 RAB21 RAB3A RAB8A RAC1 RAC3 RAP2A RAPGEF2 RAPH1 RASAL1 RELN RERE RET RFX2 RGMA RIMS1 RIMS2 RND2 RNF157 RNF165 RNF6 ROBO1 ROBO2 ROBO3 ROBO4 ROCK1 RPL24 RPS6KA5 RREB1 RTN4 RTN4R RUFY3 RYK S100A6 S100B SARM1 SCN11A SCN1B SDC2 SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SGK1 SH3GL2 SHANK1 SHANK3 SHH SHOX2 SHTN1 SIAH1 SIN3A SIPA1L1 SIX4 SKIL SKOR2 SLC11A2 SLC23A2 SLC25A46 SLC39A12 SLC9A6 SLC9A8 SLIRP SLIT1 SLIT2 SLIT3 SLITRK1 SLITRK2 SLITRK3 SLITRK4 SLITRK5 SLITRK6 SMAD4 SMO SMURF1 SNAP25 SNX1 SNX2 SOS1 SOX30 SPACA1 SPAG6 SPAG9 SPART SPAST SPG11 SPINK2 SPP1 SPPL2C SPRY3 SPTBN4 SRC SRCIN1 SRF SRGAP2 SS18L1 SSBP1 SSNA1 ST8SIA2 STAU2 STK11 STK25 STMN1 STXBP1 SULT4A1 SUPV3L1 SYNE1 SYNGAP1 SYNPO2L SYT1 SYT14P1 SYT17 SYT2 SYT3 SYT4 SZT2 TANC2 TAOK2 TAOK3 TBC1D20 TBC1D24 TBCE TBPL1 TBR1 TCAP TCTN1 TENM4 THY1 TIAM1 TIAM2 TLR2 TLX2 TMEM106B TMEM108 TMEM135 TMF1 TMOD1 TMOD2 TMOD3 TMOD4 TNIK TNN TNNT1 TNNT2 TNNT3 TNR TOP2B TPBG TPM1 TPPP TRAK1 TRIM46 TRIO TRPC5 TRPV2 TSC22D4 TSKU TTC8 TTL TTN TUBA1A TUBB2B TUBB3 TUNAR TWF2 UBB UCHL1 UGT8 ULK1 ULK2 UNC13A UNC5A UNC5B UNC5C UNC5D USP33 USP9X UST VASP VAX1 VAX2 VCL VEGFA VIL1 VLDLR VPS13B VPS54 WASF1 WASF2 WASL WDR1 WDR47 WEE1 WNT3 WNT3A WNT5A WNT7A WNT7B XK YTHDF1 YWHAH ZDHHC15 ZDHHC17 ZFYVE27 ZNF335 ZNF365 ZPBP ZPBP2 GOBP_CELLULAR_DEFENSE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_DEFENSE_RESPONSE ADORA2A BCL10 BECN1 C5AR1 CCR2 CCR3 CCR5 CCR6 CCR9 CD300C CD5L CLEC5A CX3CR1 CXCL9 CXCR2 DCDC2 FCMR FOSL1 GNLY HLA-G IL1RL2 IL33 ITGB1 ITK KIR2DL4 KIR2DS3 KIR3DL2 KLRC2 KLRC3 KLRG1 LBP LGALS3BP LILRB2 LSP1 LY96 MNDA NCF1 NCF2 NCR1 NCR2 PRF1 PTK2B RAB23 RELA SH2D1A SPN TCIRG1 TRAT1 TYROBP UMOD VEZF1 ZNF148 GOBP_CELLULAR_DETOXIFICATION_OF_ALDEHYDE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_DETOXIFICATION_OF_ALDEHYDE ADH4 ADH5 AKR1A1 AKR1B10 ALDH1A1 ESD PARK7 RDH11 RDH12 GOBP_CELLULAR_EXTRAVASATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_EXTRAVASATION ADAM8 ADD2 AGER AZU1 BCR BST1 CCL2 CCL21 CCL25 CCL28 CCR2 CD177 CD47 CD99 CD99L2 CHST2 CHST4 CRK CRKL CX3CL1 CX3CR1 CXCL12 ELANE EXT1 F11R FADD FER FUT4 FUT7 FUT9 GCNT1 GOLPH3 GP1BA ICAM1 IL1R1 IL27RA ITGA1 ITGA4 ITGAL ITGB1 ITGB7 JAM2 JAM3 JAML LEP LYVE1 MADCAM1 MDK MIR146A PDGFD PECAM1 PIK3CD PIK3CG PLCB1 PLVAP PODXL2 PRTN3 PTAFR PTGER4 RIPK3 RIPOR2 ROCK1 SELE SELL SELP SELPLG SIRPA SPN ST3GAL4 THY1 TNF TRIM55 VCAM1 XG GOBP_CELLULAR_GLUCURONIDATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_GLUCURONIDATION ABHD10 PRKCE UGT1A1 UGT1A10 UGT1A3 UGT1A4 UGT1A5 UGT1A6 UGT1A7 UGT1A8 UGT1A9 UGT2A1 UGT2A2 UGT2A3 UGT2B10 UGT2B11 UGT2B15 UGT2B17 UGT2B28 UGT2B4 UGT2B7 GOBP_CELLULAR_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_HOMEOSTASIS ABCA12 ABCA2 ABCB6 ABCB7 ABCB8 ABCC6 ABCC8 ABL1 ACE ACO1 ADCY5 ADCY8 ADNP ADORA1 ADRA2A AFG3L2 AGER AIM2 AKAP6 ALAS2 ALDOA ALPL AMBRA1 ANK2 ANKH ANKRD9 ANO1 ANO6 ANXA6 AP3B1 APEX1 APLNR APOE APP AQP1 AQP11 AQP4 ARF1 ASL ATF4 ATG5 ATOX1 ATP12A ATP13A1 ATP13A2 ATP13A3 ATP13A4 ATP13A5 ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP1B1 ATP1B2 ATP1B3 ATP2A1 ATP2A2 ATP2A3 ATP2B1 ATP2B2 ATP2B3 ATP2B4 ATP2C1 ATP2C2 ATP4A ATP4B ATP5F1B ATP6AP1 ATP6AP2 ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1D ATP6V1E1 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1H ATP7A ATP7B AVP AVPR1A B2M BAD BAG3 BAIAP3 BAK1 BAP1 BAX BCAP31 BCL2 BDH2 BDKRB1 BMP6 BNIP1 BNIP3 BOK BOLA1 BOLA2 BOLA2B BOLA3 BRSK2 C19orf12 C1QTNF12 C1QTNF3 C2CD2L CA2 CA7 CACNA1C CACNA1S CACNB2 CACNB4 CALB1 CALB2 CALCA CALCB CALM1 CALM2 CALM3 CALR CAMK2D CAPN3 CARTPT CASQ1 CASQ2 CASR CAV1 CAV2 CAV3 CCDC115 CCDC186 CCDC22 CCDC47 CCDC51 CCL1 CCL11 CCL13 CCL14 CCL15 CCL19 CCL2 CCL21 CCL23 CCL3 CCL5 CCL7 CCL8 CCR1 CCR2 CCR5 CCR7 CD19 CD40 CDH23 CDH5 CDK16 CEMIP CFL2 CFTR CHD6 CHD7 CHERP CHMP2B CHP1 CHRNA1 CHRNA7 CIAO3 CLCN3 CLCN6 CLDN16 CLIC2 CLIC4 CLN3 CLN5 CLN6 CLNS1A CLTRN CMA1 CNGB1 CNNM4 CNR1 CORO1A COX11 COX19 CP CPB2 CREG1 CROCC CSRP3 CTRC CX3CL1 CXCL10 CXCL11 CXCL12 CXCL9 CYB561 CYB561A3 CYBA CYBRD1 CYP7A1 DCTN1 DDIT3 DEDD2 DGAT2 DHRS7C DIAPH1 DISC1 DMD DMPK DMXL1 DMXL2 DNAJB2 DRD1 DRD2 DRD3 DRD4 DRD5 E2F4 EDN1 EDN2 EDN3 EDNRA EFNA5 EGLN1 EGLN2 ELANE ENPP1 ENY2 EPHA5 ERC2 ERFE ERN1 ERO1A ERP44 F2 F2R F2RL3 FASLG FATE1 FBXL5 FBXO4 FBXW7 FGF2 FGF21 FGF23 FGGY FIS1 FITM2 FKBP1A FKBP1B FKBP1C FLNA FLVCR1 FOXA2 FOXA3 FOXK1 FOXK2 FOXO1 FRRS1 FTH1 FTH1P19 FTHL17 FTL FTMT FUNDC2 FXN FXYD2 FZD9 GAA GAS6 GATA4 GCG GCK GCLC GCLM GCM2 GDF2 GHITM GHRL GIT1 GJB6 GLRX2 GLRX3 GLRX5 GLS GNB3 GP1BA GP1BB GP5 GP9 GPER1 GPLD1 GPR12 GPR27 GPR3 GPR68 GPR89A GPR89B GPX1 GRIA1 GRID2IP GRIK2 GRINA GRM1 GRM2 GRM5 GRN GSR GSTM2 GSTO1 GSTP1 HAAO HAMP HAP1 HCRTR1 HCRTR2 HEPHL1 HERPUD1 HEXB HFE HIF1A HJV HK1 HK2 HK3 HKDC1 HLA-DRB1 HMOX1 HPX HRC HSP90B1 HTR1B HTR2A HTR2B HTR2C HTT HVCN1 IBTK ICAM1 IDE IFNB1 IFNG IGF1R IL13 IL1A IL6 IMMT IREB2 IRS2 ISCU ITGB3 ITPR1 ITPR2 ITPR3 JAGN1 JPH1 JPH2 JPH3 JPH4 JSRP1 KAT5 KCNB1 KCNE3 KCNJ2 KCNMA1 KCNN4 KCNQ1 KCTD17 KCTD7 KEL KLF15 KLF7 KRIT1 LACC1 LACRT LAMP2 LARGE1 LARGE2 LCK LETM1 LGSN LHCGR LIME1 LIN28A LOX LRP5 LRRC8A LRRC8D LRRC8E LRRK2 LYN MAIP1 MAP1A MAPK1 MAPK3 MCL1 MCOLN1 MCOLN2 MCOLN3 MCU MCUB MCUR1 METTL21C MICU1 MICU2 MICU3 MIR1-1 MIR103A1 MIR133A1 MIR146A MIR15A MIR16-1 MIR210 MIR320A MIR320B1 MIR320B2 MIR320C1 MIR320C2 MIR320D1 MIR320D2 MIR320E MIR337 MIR93 MIRLET7G MLXIPL MPC2 MSTN MT1A MT1B MT1DP MT1E MT1F MT1G MT1H MT1HL1 MT1M MT1X MT2A MT3 MT4 MTLN MTM1 MUC17 MYC NADK NAGLU NCF1 NCOA4 NDFIP1 NDUFAF2 NELL2 NEO1 NEUROD1 NFE2L2 NGFR NHERF1 NKX6-1 NNT NOL3 NOS1 NOS2 NOS3 NOX1 NOX4 NPM1 NPPC NPSR1 NPTN NPTX1 NQO1 NR1D1 NR1H4 NTSR1 NUBP1 NUCKS1 OCA2 OPRK1 ORMDL1 ORMDL2 ORMDL3 OSBP OXSR1 P2RX1 P2RX7 P2RY1 P2RY2 P2RY4 P2RY6 PACS2 PAX2 PAX6 PCK1 PCK2 PDE4D PDE8B PDK3 PDPK1 PDX1 PDZD8 PFKM PICALM PIH1D1 PIK3CA PIK3CB PIK3R1 PIK3R2 PIM3 PINK1 PKD2 PKHD1 PLA2G6 PLAA PLCB1 PLCB2 PLCB3 PLCB4 PLCD1 PLCE1 PLCG1 PLCG2 PLCH1 PLCH2 PLN PML PPARGC1A PPP3CA PPP3CB PPT1 PRDX1 PRDX2 PRDX3 PRDX4 PRDX5 PRDX6 PRKAA1 PRKAA2 PRKACA PRKCB PRKCE PRKD1 PRKN PRND PRNP PSEN1 PTH PTH1R PTK2B PTPN6 PTPRC PTPRN PTPRN2 RAB11B RAB11FIP2 RAB11FIP5 RAB20 RAB38 RAB39A RAB7A RACK1 RAF1 RAP1GDS1 RASA3 RBM4 RFX6 RGN RHAG RHCG RHOT1 RHOT2 RMDN3 RNASEK RNF135 RTN4 RYR1 RYR2 RYR3 S100A8 S100A9 SCARA5 SCGN SCN7A SCNN1A SCNN1B SCNN1D SCNN1G SCO1 SCO2 SCT SCTR SELENOK SELENON SELENOS SELENOT SERPINF1 SGCZ SHANK3 SIDT2 SIN3A SIRT1 SLAMF8 SLC10A7 SLC11A1 SLC11A2 SLC12A1 SLC12A2 SLC12A3 SLC12A4 SLC12A5 SLC12A6 SLC12A7 SLC12A8 SLC12A9 SLC1A1 SLC1A3 SLC22A12 SLC22A17 SLC24A1 SLC24A2 SLC24A3 SLC24A4 SLC24A5 SLC25A23 SLC25A27 SLC26A3 SLC26A6 SLC29A1 SLC2A10 SLC2A2 SLC30A1 SLC30A10 SLC30A2 SLC30A5 SLC30A7 SLC30A8 SLC30A9 SLC31A1 SLC31A2 SLC34A1 SLC34A2 SLC34A3 SLC35G1 SLC38A3 SLC39A10 SLC39A13 SLC39A14 SLC39A4 SLC39A6 SLC39A7 SLC39A8 SLC39A9 SLC40A1 SLC41A1 SLC45A2 SLC46A1 SLC4A1 SLC4A10 SLC4A11 SLC4A2 SLC4A3 SLC4A4 SLC4A5 SLC4A7 SLC4A8 SLC4A9 SLC66A1 SLC6A2 SLC7A11 SLC8A1 SLC8A2 SLC8A3 SLC8B1 SLC9A1 SLC9A2 SLC9A3 SLC9A4 SLC9A5 SLC9A6 SLC9A7 SLC9A8 SLC9A9 SLC9B1 SLC9B2 SLC9C1 SLC9C2 SMAD4 SMARCA4 SMARCB1 SMDT1 SNAPIN SNCA SNX10 SOD1 SOD2 SOX4 SPNS1 SPPL2C SRF SRI STC1 STC2 STEAP2 STEAP4 STIM1 STIM2 STK39 STOML2 STX4 STXBP3 STXBP4 SV2A SV2B SYBU SYPL2 TAOK1 TASL TBXAS1 TCIRG1 TESMIN TF TFR2 TFRC TGM2 TH THADA THY1 TIAM1 TM9SF4 TMBIM6 TMC8 TMCO1 TMEM106B TMEM165 TMEM175 TMEM178A TMEM199 TMEM203 TMEM38A TMEM38B TMEM64 TMEM9 TMPRSS3 TMPRSS6 TMTC4 TNNI3 TNS2 TPCN1 TPCN2 TPP2 TPT1 TRA2B TRDN TREM2 TRIM32 TRIM6 TRPA1 TRPC1 TRPC3 TRPC4 TRPC5 TRPC6 TRPC7 TRPM2 TRPM4 TRPM8 TRPV1 TRPV4 TSC22D4 TSPOAP1 TTC7A TUNAR TWNK TXN TXN2 TXNDC2 TXNRD1 TXNRD2 TXNRD3 TYRO3 UBASH3B UBE2C UBE2K UBE2S UBE3A UBTF UCP2 UMOD UNC13B VAPB VDR VPS33A VPS54 VSNL1 WBP2NL WDTC1 WFS1 WNK1 WNK3 WNK4 WNT5A WNT7B XBP1 XCL1 XCR1 XK XPR1 YWHAE ZBED6 ZBTB20 ZNF236 GOBP_CELLULAR_HYPEROSMOTIC_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_HYPEROSMOTIC_RESPONSE AKR1B1 AQP1 ARHGEF2 EFHD1 EPO FBP1 LETM1 MICU1 NFAT5 OXSR1 PCK1 RCSD1 SLC25A23 SLC2A1 STK39 WNK1 WNK3 XRCC5 XRCC6 YBX3 GOBP_CELLULAR_HYPOTONIC_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_HYPOTONIC_RESPONSE AQP5 CAB39 FBP1 MYLK OXSR1 PCK1 SLC12A6 SLC4A11 STK39 TRPV4 TSPO GOBP_CELLULAR_KETONE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_KETONE_METABOLIC_PROCESS AADAT ABCB11 ABCD1 ABCD2 ACACB ACADL ACADVL ACMSD ADH4 ADIPOQ ADM AFMID AFP AIFM2 AKR1A1 AKR1B1 AKR1B10 AKR1C1 AKR1C2 AKR1C3 AKR1C4 AKR7A2 AKT1 AKT2 ALDH8A1 ANXA1 APOA4 APOA5 APOC1 APOC2 APOC3 APPL2 ATCAY ATP2B4 AVP AVPR1A BCKDK BGLAP BHMT BMP2 BMP5 BMP6 BRCA1 CACNA1H CAV1 CBR1 CBR4 CD74 CEACAM1 CES1 CLCN2 CLN3 CNR1 COQ10A COQ10B COQ2 COQ3 COQ4 COQ5 COQ6 COQ7 COQ8A COQ8B COQ9 CPT1A CREB1 CRYZL1 CYP11A1 CYP11B1 CYP11B2 CYP17A1 CYP19A1 CYP2B6 CYP46A1 CYP4F11 CYP4F12 CYP4F2 CYP7A1 DAB2 DCAF5 DGKQ DHRS4 DHRS9 DKK3 DKKL1 EDNRB EGR1 EIF6 ELOVL5 ERFE ERLIN1 ERLIN2 ETFBKMT FABP1 FABP3 FABP5 FDXR FGF19 FGFR4 FMO1 FMO2 FMO4 FSHB GATD1 GGCX GHSR GIP GLO1 GOT2 GPD1 GPD2 GPRC6A H6PD HAGH HSD11B2 HSD17B1 HSD17B10 HSD17B3 HSD17B6 IDO1 IDO2 IL1B INS INSIG1 INSIG2 IRS1 IRS2 KAT2B KDSR KLHL25 KMO KYAT1 KYAT3 KYNU LHB LONP2 LPGAT1 MALRD1 MFSD2A MID1IP1 MIR132 MIR182 MIR185 MIR204 MIR21 MIR30C1 MIR33A MIR342 MIR548P MIR766 MIR96 MLXIPL MLYCD MTLN NCOR1 NCOR2 NDUFA9 NMT1 NQO1 NQO2 NR1D1 NR1H2 NR1H3 NR1H4 NR4A3 OXCT1 PANK2 PARK7 PDK1 PDK2 PDK3 PDK4 PDSS1 PDSS2 PIBF1 PLA2G3 PLIN5 PNKD PPARA PPARD PPARG PPARGC1A PPTC7 PRKAG2 PRKCE PRKG1 PRMT3 PROX1 PTGS2 RDH10 REST RGN SCAP SCNN1B SIRT1 SIRT2 SIRT4 SIRT5 SIRT6 SLC22A13 SLC45A3 SLC7A11 SLC7A7 SNCA SOX9 SRD5A1 SRD5A2 SREBF1 STAR STARD3 STARD4 STAT5B SULT1C4 TDO2 TPI1 TREX1 TRIB3 TWIST1 TYSND1 UBIAD1 UBR4 UGT1A8 VKORC1 VKORC1L1 WDTC1 WNT4 GOBP_CELLULAR_LIPID_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_LIPID_BIOSYNTHETIC_PROCESS AGPS CHPT1 DHRS7B FAR1 FASN GNPAT LIPA LPCAT2 PEDS1 PEX7 PLA2G4A PLA2G4C GOBP_CELLULAR_LIPID_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_LIPID_CATABOLIC_PROCESS AADAC ABCB11 ABCD1 ABCD2 ABCD3 ABCD4 ABHD1 ABHD12 ABHD12B ABHD16A ABHD16B ABHD2 ABHD3 ABHD5 ABHD6 ACAA1 ACAA2 ACACB ACAD10 ACAD11 ACADL ACADM ACADS ACADVL ACAT1 ACAT2 ACER1 ACER2 ACER3 ACOT8 ACOX1 ACOX2 ACOX3 ACOXL ADIPOQ ADTRP AIG1 AKR1B10 AKR1C3 AKT1 AKT2 ALDH1L2 AMACR ANGPTL3 APOA2 APOA4 APOA5 APOB APOC1 APOC2 APOC3 ASAH1 ASAH2 ASAH2B AUH BCO1 BCO2 BDH2 CEL CNR1 CPS1 CPT1A CPT1B CPT1C CPT2 CRAT CROT CYP1B1 CYP26A1 CYP26B1 CYP26C1 CYP2W1 CYP4A11 CYP4F12 CYP4F2 CYP4F3 DAGLA DAGLB DDHD2 DECR1 DECR2 ECH1 ECHDC1 ECHDC2 ECHS1 ECI1 ECI2 EHHADH ENPP2 ENPP6 ENPP7 ETFA ETFB ETFBKMT ETFDH FAAH FABP1 FGF21 FUCA1 GALC GBA1 GBA2 GBA3 GCDH GDE1 GDPD1 GDPD3 GLA GLYATL2 GM2A GPCPD1 GPIHBP1 GPLD1 HACL1 HADH HADHA HADHB HAO1 HAO2 HEXA HEXB HSD17B10 HSD17B4 IDH1 ILVBL INPP5F IRS1 IRS2 IVD LCT LDLR LEP LIPC LIPE LIPG LONP2 LPIN1 LPIN2 LPIN3 LPL LYPLA2 MCAT MCEE MFSD2A MGLL MGST2 MLYCD MTLN NAGA NAGLU NAPEPLD NEU1 NEU2 NEU3 NEU4 NUDT19 NUDT7 NUDT8 PCCA PCCB PCK1 PCK2 PEX13 PEX2 PEX5 PEX7 PHYH PIK3CG PLA2G10 PLA2G15 PLA2G4A PLA2G4B PLA2G4C PLA2G4D PLA2G4E PLA2G4F PLA2G5 PLA2G6 PLA2G7 PLB1 PLBD1 PLBD2 PLCB1 PLCG1 PLCG2 PLD1 PLD2 PLIN5 PLPP6 PNLIPRP2 PNPLA1 PNPLA2 PNPLA3 PNPLA4 PNPLA5 PNPLA6 PNPLA7 PNPLA8 PPARA PPARD PPT1 PRDX6 PRKCD SCARB1 SCP2 SESN2 SGPL1 SIRT2 SLC25A17 SLC27A2 SLC27A4 SMPD1 SMPD2 SMPD3 SMPD4 SMPDL3A SMPDL3B SORL1 SPHK1 SRD5A3 TWIST1 TYSND1 VPS54 ZPBP2 GOBP_CELLULAR_LIPID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_LIPID_METABOLIC_PROCESS A3GALT2 A4GALT AACS AADAC AASDH ABCA12 ABCA2 ABCA3 ABCA4 ABCA8 ABCB11 ABCD1 ABCD2 ABCD3 ABCD4 ABHD1 ABHD11 ABHD12 ABHD12B ABHD15 ABHD16A ABHD16B ABHD2 ABHD3 ABHD4 ABHD5 ABHD6 ABO ACAA1 ACAA2 ACACA ACACB ACAD10 ACAD11 ACAD9 ACADL ACADM ACADS ACADSB ACADVL ACAT1 ACAT2 ACBD4 ACBD5 ACBD7 ACER1 ACER2 ACER3 ACLY ACOT1 ACOT11 ACOT12 ACOT2 ACOT4 ACOT6 ACOT7 ACOT8 ACOX1 ACOX2 ACOX3 ACOXL ACP6 ACSBG1 ACSBG2 ACSF2 ACSF3 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 ACSM1 ACSM2A ACSM2B ACSM3 ACSM4 ACSM5 ACSM6 ACSS1 ACSS2 ADGRF5 ADH1A ADH1B ADH1C ADH4 ADH5 ADH6 ADH7 ADIPOQ ADIPOR1 ADIPOR2 ADTRP AGK AGMO AGPAT1 AGPAT2 AGPAT3 AGPAT4 AGPAT5 AGPS AIG1 AJUBA AKR1B1 AKR1B10 AKR1B15 AKR1C1 AKR1C2 AKR1C3 AKR1C4 AKT1 AKT2 ALDH1A1 ALDH1A2 ALDH1A3 ALDH1L2 ALDH3A2 ALDH3B1 ALDH3B2 ALDH8A1 ALG1 ALG10 ALG10B ALG11 ALG12 ALG13 ALG14 ALG2 ALG3 ALG6 ALG8 ALG9 ALKBH7 ALOX12 ALOX12B ALOX15 ALOX15B ALOX5 ALOX5AP ALOXE3 AMACR ANG ANGPTL3 ANGPTL8 ANKRD23 ANXA1 AOAH APOA1 APOA2 APOA4 APOA5 APOB APOBEC1 APOBR APOC1 APOC2 APOC3 APOD APOE APOH APPL2 ARV1 ASAH1 ASAH2 ASAH2B ATF2 ATG14 ATM ATP6V1B1 AUH AVIL AVP AVPR1A AWAT1 AWAT2 B3GALNT1 B3GALT1 B3GALT2 B3GALT4 B3GNT5 B4GALNT1 B4GALNT2 B4GALT3 B4GALT4 B4GALT5 B4GALT6 BAAT BAX BBS1 BCO1 BCO2 BDH2 BECN1 BMX BPNT1 BPNT2 BRCA1 C20orf173 C3 CAPN2 CAT CAV1 CAV3 CBR1 CBR4 CCN1 CD36 CD74 CDIPT CDS1 CDS2 CEACAM1 CEL CEPT1 CERK CERKL CERS1 CERS2 CERS3 CERS4 CERS5 CERS6 CERT1 CES1 CES2 CETP CHAT CHKA CHKB CHP1 CHPT1 CHRM5 CIDEB CIDEC CISH CLN3 CLN6 CLN8 CNEP1R1 CNR1 COQ2 CPS1 CPT1A CPT1B CPT1C CPT2 CPTP CRABP2 CRAT CREM CRLS1 CROT CRPPA CRYL1 CSNK1G2 CTDNEP1 CWH43 CYGB CYP1A1 CYP1A2 CYP1B1 CYP26A1 CYP26B1 CYP26C1 CYP27C1 CYP2A13 CYP2A6 CYP2A7 CYP2B6 CYP2C18 CYP2C19 CYP2C8 CYP2C9 CYP2D6 CYP2D7 CYP2E1 CYP2F1 CYP2J2 CYP2S1 CYP2U1 CYP2W1 CYP3A4 CYP3A5 CYP3A7 CYP4A11 CYP4A22 CYP4B1 CYP4F11 CYP4F12 CYP4F2 CYP4F22 CYP4F3 CYP4F8 CYP4V2 CYP4Z1 CYP7A1 DAGLA DAGLB DBI DCAF5 DDHD2 DECR1 DECR2 DEGS1 DEGS2 DGAT1 DGAT2 DGAT2L6 DGKA DGKB DGKD DGKE DGKG DGKH DGKI DGKK DGKQ DGKZ DHDDS DHRS3 DHRS4 DHRS4L1 DHRS4L2 DHRS7 DHRS7B DHRS9 DNAJC19 DOLK DOLPP1 DPAGT1 DPM1 DPM2 DPM3 ECH1 ECHDC1 ECHDC2 ECHDC3 ECHS1 ECI1 ECI2 EDN1 EDN2 EFR3A EFR3B EHHADH EIF6 ELOVL1 ELOVL2 ELOVL3 ELOVL4 ELOVL5 ELOVL6 ELOVL7 ENPP2 ENPP6 ENPP7 ENSG00000205794 EPHX1 EPHX2 ERFE ERLIN1 ERLIN2 ETFA ETFB ETFBKMT ETFDH ETNK1 ETNK2 FA2H FAAH FAAH2 FABP1 FABP2 FABP3 FABP5 FADS1 FADS2 FADS2B FADS3 FADS6 FAM135A FAM135B FAR1 FASN FBXW7 FDFT1 FDPS FGF2 FGF21 FIG4 FITM1 FITM2 FMO1 FMO2 FMO4 FUCA1 FUT2 FUT3 FUT5 FUT6 FUT7 FUT9 G6PC1 GAL3ST1 GAL3ST2 GAL3ST3 GAL3ST4 GALC GALR2 GATA6 GBA1 GBA2 GBA3 GBGT1 GCDH GDE1 GDPD1 GDPD3 GGPS1 GGT1 GGT5 GHSR GIP GK GK2 GK5 GLA GLB1 GLT6D1 GLTP GLYATL2 GM2A GNB3 GNPAT GPAA1 GPAM GPAT2 GPAT3 GPAT4 GPCPD1 GPD1 GPIHBP1 GPLD1 GPX1 GPX4 GSTA1 GSTM1 GSTM2 GSTM4 GSTP1 HACD1 HACD2 HACD3 HACD4 HACL1 HADH HADHA HADHB HAO1 HAO2 HDHD5 HEXA HEXB HMGCR HMGCS1 HMGCS2 HPGD HPGDS HSD17B10 HSD17B12 HSD17B4 HSD17B6 HSD17B8 HTD2 HTR2A HTR2B HTR2C HTRA2 HYCC1 HYCC2 IDH1 IDI1 IDI2 IL1B ILVBL IMPA1 IMPA2 INPP1 INPP4A INPP4B INPP5A INPP5B INPP5D INPP5E INPP5F INPP5J INPP5K INPPL1 INS INSIG1 INSIG2 IP6K1 IP6K2 IP6K3 IPMK IRS1 IRS2 ISYNA1 ITGB8 ITPKA ITPKB ITPKC IVD KAT2B KAT5 KDSR KIT KLHL25 LARGE1 LCAT LCLAT1 LCT LDLR LEP LGALS13 LIAS LIPA LIPC LIPE LIPF LIPG LIPH LIPI LMF1 LONP2 LPCAT1 LPCAT2 LPCAT3 LPCAT4 LPGAT1 LPIN1 LPIN2 LPIN3 LPL LRAT LRP1 LRP2 LRP8 LSS LTC4S LYPLA1 LYPLA2 MAPK14 MBLAC2 MBOAT1 MBOAT2 MBOAT4 MBOAT7 MCAT MCEE MECP2 MECR MFSD2A MGLL MGST2 MGST3 MID1IP1 MIF MIR132 MIR182 MIR185 MIR192 MIR204 MIR29B1 MIR30C1 MIR33A MIR342 MIR548P MIR766 MIR96 MLXIPL MLYCD MMUT MOGAT1 MOGAT2 MOGAT3 MORC2 MPDU1 MPPE1 MSMO1 MTLN MTM1 MTMR1 MTMR14 MTMR2 MTMR3 MTMR4 MTMR6 MTMR7 MTMR8 MTMR9 MTTP MVD MVK NAAA NAGA NAGLU NAPEPLD NCEH1 NCOR1 NDUFAB1 NEU1 NEU2 NEU3 NEU4 NKX2-1 NKX2-3 NPC2 NR1H2 NR1H3 NR1H4 NR4A3 NSMAF NUDT19 NUDT7 NUDT8 NUS1 OC90 OCRL OLAH ORMDL1 ORMDL2 ORMDL3 OSBP OSBPL10 OSBPL5 OSBPL8 OXSM P2RX1 P2RX7 P3R3URF PAFAH1B1 PANK2 PCCA PCCB PCK1 PCK2 PCSK9 PCYT1A PCYT1B PCYT2 PDGFA PDGFB PDGFRB PDK1 PDK2 PDK3 PDK4 PDSS1 PDSS2 PECR PEDS1 PEMT PER2 PEX13 PEX2 PEX5 PEX7 PGAP1 PGAP2 PGAP3 PGAP4 PGP PGS1 PHB2 PHYH PI4K2A PI4K2B PI4KA PI4KAP2 PI4KB PIBF1 PIGA PIGB PIGC PIGF PIGG PIGH PIGK PIGL PIGM PIGN PIGO PIGP PIGQ PIGS PIGT PIGU PIGV PIGW PIGY PIGZ PIK3C2A PIK3C2B PIK3C2G PIK3C3 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R4 PIKFYVE PIP4K2A PIP4K2B PIP4K2C PIP4P1 PIP4P2 PIP5K1A PIP5K1B PIP5K1C PIP5KL1 PIPSL PISD PITPNM1 PITPNM2 PITPNM3 PLA1A PLA2G10 PLA2G12A PLA2G12B PLA2G15 PLA2G1B PLA2G2A PLA2G2C PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G4A PLA2G4B PLA2G4C PLA2G4D PLA2G4E PLA2G4F PLA2G5 PLA2G6 PLA2G7 PLAA PLAAT1 PLAAT2 PLAAT3 PLAAT4 PLAAT5 PLB1 PLBD1 PLBD2 PLCB1 PLCB2 PLCB3 PLCD1 PLCE1 PLCG1 PLCG2 PLCH2 PLD1 PLD2 PLEK PLIN5 PLP1 PLPP1 PLPP2 PLPP3 PLPP4 PLPP5 PLPP6 PLPPR1 PLPPR2 PLPPR3 PLPPR4 PLPPR5 PLSCR1 PLSCR3 PM20D1 PMVK PNLIP PNLIPRP2 PNPLA1 PNPLA2 PNPLA3 PNPLA4 PNPLA5 PNPLA6 PNPLA7 PNPLA8 PON1 PORCN PPARA PPARD PPARG PPARGC1A PPM1L PPP2CA PPP2R1A PPT1 PRDX6 PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 PRKAR2B PRKCD PRKD1 PRKD2 PRKD3 PRMT3 PROCA1 PRXL2B PSAP PSAPL1 PTDSS1 PTDSS2 PTEN PTGDS PTGES PTGES2 PTGES3 PTGIS PTGR1 PTGR2 PTGR3 PTGS1 PTGS2 PTPMT1 PTPN11 PXMP4 QKI RAB38 RARRES2 RBP1 RBP2 RBP3 RBP4 RDH10 RDH11 RDH12 RDH13 RDH14 RDH16 RDH5 RDH8 RETSAT RFT1 RGN RLBP1 RNF213 RPE65 SACM1L SAMD1 SAMD8 SCAP SCARB1 SCCPDH SCD SCD5 SCP2 SCPEP1 SDR16C5 SDR9C7 SEL1L SELENOI SERAC1 SERINC1 SERINC4 SERINC5 SERPINA12 SESN2 SFTPB SGMS1 SGMS2 SGPL1 SGPP1 SGPP2 SH3YL1 SIK1 SIRT1 SIRT2 SIRT3 SIRT4 SLA2 SLC22A13 SLC22A4 SLC25A17 SLC27A1 SLC27A2 SLC27A3 SLC27A4 SLC27A5 SLC27A6 SLC30A5 SLC35C1 SLC44A1 SLC44A2 SLC44A3 SLC44A4 SLC44A5 SLC45A3 SMG1 SMPD1 SMPD2 SMPD3 SMPD4 SMPDL3A SMPDL3B SNCA SOCS1 SOCS2 SOCS3 SOCS4 SOCS5 SOCS6 SOCS7 SORL1 SOX9 SPHK1 SPHK2 SPNS2 SPTLC1 SPTLC2 SPTLC3 SPTSSA SPTSSB SRD5A1 SRD5A3 SREBF1 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST3GAL5 ST3GAL6 ST6GALNAC3 ST6GALNAC4 ST6GALNAC5 ST6GALNAC6 ST8SIA1 ST8SIA2 ST8SIA3 ST8SIA4 ST8SIA5 ST8SIA6 STAR SUMF1 SYNJ1 SYNJ2 TAFAZZIN TAMM41 TBL1XR1 TBXAS1 TECR TECRL TEX2 TH THEM4 THEM5 THNSL2 THRSP TLCD3B TM9SF2 TMEM150A TMEM38B TMEM86B TNFAIP8L3 TNFRSF1A TNXB TPTE2 TREX1 TRIB3 TTC7A TTC7B TWIST1 TYRP1 TYSND1 UBR4 UCP3 UGCG UGT1A1 UGT1A3 UGT1A7 UGT1A8 UGT1A9 UGT8 UVRAG VAC14 VAPA VPS54 WDTC1 XBP1 ZMPSTE24 ZNF670 ZPBP2 GOBP_CELLULAR_METABOLIC_COMPOUND_SALVAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_METABOLIC_COMPOUND_SALVAGE ADA ADI1 ADK ADSL AMPD1 AMPD2 AMPD3 APIP APRT BHMT BHMT2 C9orf64 CDA DCK DGUOK ENOPH1 FCSK HPRT1 MRI1 MTAP NAPRT PDXK PGM2 PNP PRTFDC1 TK2 UCK1 UCK2 UCKL1 UPP1 UPP2 GOBP_CELLULAR_MODIFIED_AMINO_ACID_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_MODIFIED_AMINO_ACID_BIOSYNTHETIC_PROCESS ACADM ALDH7A1 ALDH9A1 ATIC BBOX1 CHDH CKB CKM CKMT1A CKMT1B CKMT2 DHFR DHFR2 DHFRP1 FPGS GAMT GART GATM GCH1 MTHFS PARK7 PLOD2 PLOD3 PLSCR1 PTDSS1 PTDSS2 SLC27A1 TMLHE GOBP_CELLULAR_MODIFIED_AMINO_ACID_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_MODIFIED_AMINO_ACID_CATABOLIC_PROCESS ABHD12 ABHD12B ABHD16A ABHD16B ACADL AGXT ALDH4A1 BHMT CBS CDO1 CSAD DIO3 DMGDH ENSG00000274276 GGACT GOT2 HOGA1 MTHFS PCYOX1 PCYOX1L PM20D2 PRODH SARDH GOBP_CELLULAR_MODIFIED_AMINO_ACID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_MODIFIED_AMINO_ACID_METABOLIC_PROCESS AASDHPPT ABHD12 ABHD12B ABHD16A ABHD16B ACADL ACADM AGXT ALDH1L2 ALDH4A1 ALDH7A1 ALDH9A1 ASS1 ATIC BBOX1 BHMT BHMT2 CBS CDO1 CGA CHDH CKB CKM CKMT1A CKMT1B CKMT2 CPQ CPT1A CPT1B CPT1C CPT2 CRAT CROT CRYM CSAD CTNS CTSB CTSK DHFR DHFR2 DHFRP1 DIO1 DIO2 DIO3 DMGDH DUOX1 DUOX2 DUOXA1 DUOXA2 ENSG00000274276 FOLH1 FOLR1 FOXE1 FPGS FTCD GAMT GART GATA3 GATM GCH1 GCNT4 GGACT GGH GNMT GOT2 HOGA1 HPN ICMT IYD LPCAT3 LPCAT4 MBOAT1 MBOAT2 MED1 MFSD2A MTHFD1 MTHFD1L MTHFD2 MTHFD2L MTHFR MTHFS MTR MTRR OSBPL10 OSBPL5 OSBPL8 PANK2 PARK7 PAX8 PCYOX1 PCYOX1L PLA1A PLA2G10 PLA2G15 PLA2G2F PLA2G3 PLOD2 PLOD3 PLSCR1 PM20D2 PRODH PTDSS1 PTDSS2 SARDH SERINC1 SERINC5 SHMT1 SHMT2 SLC16A10 SLC16A2 SLC19A1 SLC22A4 SLC25A32 SLC26A7 SLC27A1 SLC46A1 SLC5A5 SLC6A8 SLCO1C1 SULT1B1 SULT2A1 TG TMLHE TPO TYMS VNN1 VNN2 GOBP_CELLULAR_OXIDANT_DETOXIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_OXIDANT_DETOXIFICATION ALB ALOX5AP APOA4 APOE APOM ATP7A BMP7 CAT CCS CD36 CLIC2 CYGB DHFR DHFRP1 DUOX1 DUOX2 EPX FABP1 FANCC FBLN5 GCH1 GPX1 GPX2 GPX3 GPX4 GPX5 GPX6 GPX7 GPX8 GSR GSTA1 GSTK1 GSTM2 GSTO1 GSTO2 GSTP1 GSTT1 GSTZ1 H19 HBA1 HBA2 HBB HBD HBE1 HBG1 HBG2 HBM HBQ1 HBZ HP IPCEF1 KDM3B LPO LTC4S MGST1 MGST2 MGST3 MIR21 MIR675 MPO MT3 NFE2L2 NNT NOS3 NQO1 NXN PARK7 PRDX1 PRDX2 PRDX3 PRDX4 PRDX5 PRDX6 PRXL2A PTGES PTGS1 PTGS2 PXDN PXDNL S100A9 SELENOF SELENOS SELENOT SELENOW SESN1 SESN2 SOD1 SOD2 SOD3 SRXN1 TP53INP1 TPO TXN TXNDC17 TXNDC2 TXNRD1 TXNRD2 TXNRD3 UBIAD1 GOBP_CELLULAR_PIGMENTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_PIGMENTATION ABCB6 ANKRD27 AP1B1 AP1G1 AP1M1 AP1S1 AP1S2 AP1S3 AP3B1 AP3D1 AP3M1 AP3S1 AP3S2 APOE ARL6 ASIP BACE2 BBS2 BBS5 BBS7 BCL2 BLOC1S1 BLOC1S2 BLOC1S3 BLOC1S4 BLOC1S5 BLOC1S6 CD63 CDH3 DCTN1 DCTN2 DTNBP1 GPR143 HPS1 HPS3 HPS4 HPS5 HPS6 KIF13A LYST MKKS MLPH MREG MYO5A MYO7A PIKFYVE PMEL POMC RAB11A RAB11B RAB17 RAB1A RAB27A RAB29 RAB32 RAB38 SHROOM2 SHROOM3 SNAPIN TYRP1 VPS33A VPS33B ZEB2 GOBP_CELLULAR_PROCESS_INVOLVED_IN_REPRODUCTION_IN_MULTICELLULAR_ORGANISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_PROCESS_INVOLVED_IN_REPRODUCTION_IN_MULTICELLULAR_ORGANISM ABHD2 ACRBP ACTL7A ACTL9 ACVR1 ADAD1 ADAD2 ADAM2 ADCY10 AFF4 AGFG1 AGO4 AKAP4 AKT1 AMH ANG ANGPT2 ARMC12 ARMC2 ASIP ASPM ASZ1 ATM AURKA AXDND1 AXIN1 BAX BBS2 BBS4 BCL2 BCL2L1 BMP4 BMPR1B BNC1 BRCA2 BRDT BRIP1 BRME1 BSPH1 BTBD18 C14orf39 C16orf92 C2CD6 CABYR CATSPER2 CATSPER3 CATSPER4 CATSPERD CATSPERE CATSPERZ CCDC136 CCDC38 CCDC42 CCDC62 CCDC63 CCNA1 CCNB1IP1 CCNB2 CCR6 CD9 CDC25B CDKN1C CDYL CELF1 CELF4 CEP131 CEP57 CFAP157 CFAP206 CFAP221 CFAP43 CFAP44 CFAP47 CFAP54 CFAP58 CFAP65 CFAP69 CFAP73 CFAP97D1 CFTR CGA CHD5 CIB1 CRISP1 CTCF CTCFL CTNNB1 CXADR CYP26B1 DAZL DCAF13 DCST1 DCST2 DDB1 DDX20 DDX25 DDX4 DEAF1 DEFB1 DHH DIAPH2 DLD DMC1 DMRT1 DMRTA2 DMRTB1 DMRTC2 DNAH1 DND1 DNHD1 DNMT3A DNMT3L DPY19L2 DPY19L2P2 DRC7 DZIP1 EDN1 EDNRA EFCAB9 EHMT2 EIF2S2 EIF4G3 ELSPBP1 EPC1 EQTN ERCC1 EREG ETV5 ETV6 FAM9A FAM9B FAM9C FANCA FANCC FANCG FBXO5 FBXW11 FER FIGLA FIGNL1 FMN2 FNDC3A FOLR1 FOLR2 FOLR3 FOSL1 FOXC1 FOXJ2 FOXJ3 FOXL2 FREY1 FSHB FSHR FSIP2 FUT6 FXR1 FZD4 GALNTL5 GARIN1A GARIN1B GDF9 GK2 GLI1 GLIPR1L1 GMCL1 GMCL2 GPR149 H1-7 H1-9P H2BC1 H3-3A H3-3B HEXB HMGB2 HOOK1 HORMAD1 HPGDS HSF2BP HSPA2 IFT81 IGF1 IHH IHO1 ING2 INHBA INHBB INSL3 IQCF1 IQCG IQCN ITGB1 IZUMO1 IZUMO1R JAM2 JAM3 KASH5 KAT5 KCTD19 KDM1B KDM3A KIF18A KIT KLC3 KLHL10 KMT2D KNL1 LGR5 LIN28A LLCFC1 LYZL4 LYZL6 M1AP MAEL MAJIN MARF1 MAST2 MASTL MDK MEI4 MEIG1 MEIKIN MEIOB MEIOC MEIOSIN METTL3 MFSD14A MKKS MLH1 MLH3 MNS1 MORC1 MOV10L1 MSH2 MTOR MYBL1 NANOS1 NANOS2 NANOS3 NCAPH NCAPH2 NDC80 NDN NECTIN2 NEURL1 NME5 NOBOX NODAL NOX5 NPHP1 NPM2 NPPC NPR2 NSUN2 OCA2 OOSP2 ORC4 OSBP2 PACRG PAEP PAFAH1B1 PANK2 PANX1 PAQR5 PAQR7 PAQR8 PCGF3 PCGF5 PCSK4 PDE3A PDE5A PDILT PFN4 PICK1 PIK3CA PITHD1 PIWIL1 PIWIL2 PLA2G3 PLD6 PLK1 PLN PPP2R1A PRDM1 PRDM14 PRDX4 PRKACA PRKG1 PRM1 PRM2 PRMT7 PRSS37 PSME4 PTCH1 PTEN PTGDR2 PTGDS PTK2B PTN PTX3 PYGO1 PYGO2 QKI RAD51C RAN RARA RBM46 REC8 RETN RFX2 RHBDD1 RIMBP3 RIMBP3B RIMBP3C RNF17 RNF2 RNF8 ROBO2 ROPN1 ROPN1B ROPN1L RPL10L RPS6 RPS6KA2 RPS6KB1 RSPH1 RSPH6A RXFP2 SBF1 SEBOX SELENOF SEMG1 SEMG2 SEPTIN1 SEPTIN14 SEPTIN4 SERPINA5 SFRP1 SHB SHCBP1L SIRT2 SIX5 SLC22A14 SLC25A31 SLC26A3 SLC26A6 SLC9A8 SLIRP SLIT2 SLIT3 SMAD5 SMARCA2 SOHLH1 SOHLH2 SOS1 SOX30 SPACA1 SPACA3 SPACA5 SPACA5B SPACA6 SPACDR SPAG16 SPAG17 SPAG6 SPAM1 SPANXB1 SPATA16 SPATA22 SPATA46 SPDYA SPEF2 SPEM1 SPEM3 SPESP1 SPINK1 SPINK2 SPIRE1 SPIRE2 SPO11 SPPL2C SRC SRPK1 STAU1 STAU2 STRA8 STRBP SUFU SUN5 SYCP1 SYCP2 SYCP3 TAF1L TAF4B TAFAZZIN TBC1D20 TBC1D21 TBPL1 TCP11 TCP11X1 TDRD1 TDRD12 TDRD5 TDRD6 TDRD7 TDRD9 TDRKH TERB2 TESMIN TEX11 TEX14 TEX15 TEX19 TGFBR1 TIAL1 TMEM119 TMEM95 TMF1 TNFAIP6 TNP1 TNP2 TOP2A TOPAZ1 TPGS1 TRIM75 TRIP13 TSSK1B TSSK2 TSSK4 TSSK6 TTC12 TTC21A TTC26 TTK TTLL1 TUBA8 TUBB8 TUT4 TUT7 UBB UBE2B UBE2J1 UBR2 UCHL1 VDAC3 VPS13B VPS54 WASHC5 WDR77 WEE2 WNT4 WT1 YBX2 YTHDC1 YTHDC2 YTHDF2 ZAR1 ZAR1L ZBTB16 ZDBF2 ZFP57 ZFX ZGLP1 ZMIZ1 ZMYND15 ZNF449 ZNF541 ZNF830 ZP3 ZPBP ZPBP2 ZSCAN21 GOBP_CELLULAR_RESPIRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPIRATION ABCD1 ACLY ACO1 ACO2 ACTN3 ADSL AFG1L AIFM2 AK4 ANTKMT ARL2 ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5F1EP2 ATP5ME ATP5MF ATP5MG ATP5PB ATP5PD ATP5PF ATP5PO ATP7A ATPSCKMT BID BLOC1S1 BNIP3 C2orf69 CAT CBFA2T3 CCNB1 CDK1 CHCHD10 CHCHD2 CHCHD5 CISD1 COA6 COQ10A COQ10B COQ9 COX10 COX15 COX4I1 COX4I2 COX5A COX5B COX6A1 COX6A2 COX6B1 COX6B2 COX6C COX7A1 COX7A2 COX7A2L COX7A2P2 COX7B COX7B2 COX7C COX8A COX8C CS CYC1 CYCS CYP1A2 DGUOK DHTKD1 DLAT DLD DLST DNAJC15 DNAJC30 ETFA ETFB ETFDH ETFRF1 FH FLCN FXN GBA1 GHITM GPD1 GPD2 HIF1A IDE IDH1 IDH2 IDH3A IDH3B IDH3G IFNAR1 IFNG IFNLR1 IL10RB IL4 IMMP2L IREB2 ISCU LYRM7 MACROH2A1 MDH1 MDH1B MDH2 ME3 MIR210 MLXIPL MRPS36 MSH2 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MTCO2P12 MTFR1 MTFR1L MTFR2 MTLN MYBBP1A NDP NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA3 NDUFA4 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFAF1 NDUFB1 NDUFB10 NDUFB11 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFC2-KCTD14 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 NFATC4 NIPSNAP2 NNT NOP53 NOS2 NR4A3 NUPR1 OGDH OGDHL OPN3 OXA1L PANK2 PARK7 PDHA1 PDHA2 PDHB PIK3CA PINK1 PLEC PNPT1 POLG2 PPARGC1A PPIF PRDM16 PRELID1 PUM2 RHOA SCO2 SDHA SDHAF2 SDHAF4 SDHB SDHC SDHD SHMT2 SIRT3 SLC25A12 SLC25A13 SLC25A14 SLC25A18 SLC25A22 SLC25A23 SLC25A25 SLC25A33 SLC25A51 SNCA SOD2 STOML2 SUCLA2 SUCLG1 SUCLG2 SURF1 TAFAZZIN TEFM TMEM135 TNF TRAP1 TREX1 TRPV4 UCN UQCC2 UQCC3 UQCR10 UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRFS1P1 UQCRH UQCRHL UQCRQ VCP VPS54 GOBP_CELLULAR_RESPONSE_TO_ABIOTIC_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_ABIOTIC_STIMULUS ACTR5 ADSS1 ADSS2 AIPL1 AKR1B1 AKT2 ANKRD1 AQP1 AQP10 AQP2 AQP5 ARHGEF2 ASCL1 ASIC1 ASIC2 ATF4 ATM ATP1A2 ATR AURKB AVPR1A BABAM2 BAD BAG3 BAK1 BARD1 BAX BCL10 BCL2L1 BDKRB2 BLM BMF BMP6 BNIP3 BRCA1 BRCA2 BRCC3 CAB39 CALR CAMKMT CAPN3 CASP1 CASP2 CASP3 CASP5 CASP8 CASP8AP2 CASP9 CCND2 CD40 CDC25A CDKN1A CERS1 CHEK1 CHEK2 CHP1 CLN3 CLOCK CNN2 COL1A1 COPS9 CRADD CRB1 CREBBP CRIP1 CRY1 CRY2 CRYAB CUL4A CUL4B DAG1 DDB1 DDB2 DDX3X DHX36 ECT2 EEF1D EFHD1 EGR1 EIF2AK4 EIF2S1 ELK1 ENG EP300 EPO ERCC1 ERCC4 F11R FADD FAS FBP1 FBXO4 FGF2 FIGNL1 GADD45A GATA3 GCLC GNA11 GNAT1 GNB5 GPLD1 GPR52 GPR68 GPR88 GRB2 GRK1 GRK4 GRK7 GRM1 GTF2H5 GUCY2D GUCY2F H2AC25 H2AX HABP4 HPCA HRAS HSF1 HUS1 HVCN1 HYAL1 HYAL2 HYAL3 IFI16 IGF1R IL13 IL1B IL33 INO80 INSRR INTS7 IRF1 ITGA2 ITGB3 ITGB6 KCNE1 KCNJ2 KCNK18 KCNK4 KDM1A KDM4D LETM1 LIG4 LRRC8C LRRC8D LRRC8E LTBR MAG MAP2K4 MAP3K1 MAP3K14 MAP3K2 MAP3K20 MAPK11 MAPK13 MAPK14 MAPK3 MAPK8 MC1R MCOLN1 MDM2 METTL3 MFAP4 MICU1 MIR21 MLST8 MME MMP1 MMP2 MMP3 MMP9 MTOR MTPN MYC MYD88 MYLK N4BP1 NEDD4 NET1 NEUROD2 NFAT5 NFATC4 NFKB1 NIPBL NLK NLRP1 NLRP3 NMT1 NMT2 NOC2L NOX1 NPM1 NSMCE3 NSMF NUCKS1 OPN1LW OPN1MW OPN1MW2 OPN1MW3 OPN1SW OPN3 OPN4 OPN5 OXSR1 PALM PARP1 PBK PCK1 PCNA PDE2A PIERCE1 PIEZO1 PIEZO2 PIK3CA PIK3R1 PKD1L3 PKD2 PKD2L1 PLEC POLA1 POLD1 POLD3 POLH POLK PPID PRAP1 PRKCD PTAFR PTEN PTGER4 PTGS2 PTPRK PYCARD RAB11B RAB11FIP5 RAD1 RAD51 RAD51AP1 RAD9A RAD9B RBX1 RCSD1 RDH11 RELB REST RGR RGS9 RHBDD1 RHNO1 RHO RHOB RP1 RPE65 RPL26 RPTOR RRH RS1 RUVBL2 SAG SCN2A SCNN1A SCNN1B SCNN1D SCNN1G SCX SDE2 SERPINB6 SFRP1 SFRP2 SIPA1 SIRT1 SLC12A6 SLC24A4 SLC25A23 SLC2A1 SLC2A4 SLC38A2 SLC38A3 SLC4A11 SLC9A1 SMPD1 SNAI2 SOX9 SPIDR ST20 STK11 STK39 SWI5 TAF1 TANK TIFAB TIMP1 TLK2 TLR3 TLR4 TLR5 TLR7 TLR8 TMEM109 TMEM150C TMEM161A TMEM87A TNFRSF10A TNFRSF10B TNFRSF1A TNFRSF8 TNFSF14 TNKS1BP1 TP53 TP53BP1 TP53INP1 TREX1 TRIAP1 TRPM1 TRPV1 TRPV4 TSPO TSPYL5 USP15 USP28 USP47 WNK1 WNK3 WNT11 WRN XPA XPC XRCC5 XRCC6 YAP1 YBX3 YY1 ZBTB1 ZFAND1 ZFP36L1 ZMPSTE24 GOBP_CELLULAR_RESPONSE_TO_ACIDIC_PH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_ACIDIC_PH AQP10 ASIC2 CHP1 KCNE1 NOX1 PCK1 PKD1L3 PKD2L1 RAB11B RAB11FIP5 SCNN1A SCNN1B SCNN1D SCNN1G SLC38A3 SLC9A1 TRPV1 GOBP_CELLULAR_RESPONSE_TO_ACID_CHEMICAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_ACID_CHEMICAL AMIGO1 AQP2 ASS1 ATP7A AVPR1A BAIAP2 BCL11A BCL2L1 BCL2L2 BMT2 CAPN2 CASTOR1 CASTOR2 CASTOR3P CEBPB COL16A1 COL1A1 COL1A2 COL3A1 COL4A1 COL4A6 COL5A2 COL6A1 CPEB1 CPEB3 CPEB4 CUL3 CYBB DNMT1 DNMT3A EGFR EP300 FYN GCLC GCLM GLRA1 GLRA2 GRIA1 HMGCS2 HNRNPD HPCA HSF1 IPO5 KLF2 KLHL22 LAMTOR1 LAMTOR2 LAMTOR3 LAMTOR4 LAMTOR5 LARS1 MIR224 MIR342 MIR421 MIR455 MIR545 MIR762 MIR92A1 MIR95 MMP2 MTOR NEURL1 NSMF NTRK2 PDGFC PDGFD PDGFRA PIK3CA PKD2 PLEC PNPLA3 RBX1 RPTOR RRAGA RRAGB RRAGC RRAGD SESN1 SESN2 SESN3 SH3BP4 SIPA1 SIX1 SLC38A9 SLC7A5 SOCS1 SPAAR STAMBPL1 TNF UBR1 UBR2 VEGFA XBP1 ZEB1 GOBP_CELLULAR_RESPONSE_TO_ALCOHOL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_ALCOHOL ABCA1 ACACA ACE ADAM15 ADCY1 ADCY2 ADCY3 ADCY5 ADCY6 ADCY7 ADCY8 AHR AIFM1 AKAP8 AKR1C2 AKR1C3 AKT1 BLM BRCA1 CDH1 CDK4 CES1 CFTR CREB1 CTNNA1 CTNNB1 CYBB CYP1B1 CYP7A1 DAG1 DEFB104A DEFB104B DNMT3A DYNAP EFNA5 FBP1 FDX1 FOS GLRA1 GLRA2 GNAI1 GNB1 GNG2 GOLPH3 GPLD1 GPR155 GRAMD1A GRAMD1B GRAMD1C IGF1R INHBA INHBB ITPR2 JUP KCNMB1 KLF2 KLF9 LANCL2 LARP1 LRP6 LRP8 MAP4K1 MDM2 MIR182 MIR185 MIR342 MIR96 MLC1 NPAS4 OSBPL7 P2RY4 P2RY6 PAX6 PCK1 PRKAA1 PRKAA2 PRKCE PRKD1 PTCH1 PTGDR PTGER2 PTGER4 PTGFR RAD51 RECQL5 SCNN1A SCNN1B SCNN1D SCNN1G SFRP1 SGK1 SLC23A2 SLC5A5 SMO SOD2 SPHK2 SPIDR TNC TNFSF4 TP53INP1 UCP1 UGT1A1 XRN1 GOBP_CELLULAR_RESPONSE_TO_ALDEHYDE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_ALDEHYDE ACE ADH4 ADH5 AIFM1 AKR1A1 AKR1B10 ALDH1A1 ESD IGF1R PARK7 RDH11 RDH12 SCNN1A SCNN1B SCNN1D SCNN1G SGK1 GOBP_CELLULAR_RESPONSE_TO_ALDOSTERONE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_ALDOSTERONE ACE AIFM1 IGF1R SCNN1A SCNN1B SCNN1D SCNN1G SGK1 GOBP_CELLULAR_RESPONSE_TO_ALKALOID https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_ALKALOID ADCY8 BCL2L1 BLM CACNA1S CASP3 CASP6 CASP7 CASQ2 CCNA2 CHEK1 CRHBP EHMT2 GSTM2 HTR1B MDM2 MECP2 OPRM1 PPP1R1B PPP1R9B RAD51 RECQL5 RYR1 RYR2 RYR3 SELENON SLC1A1 SLC1A2 SLC1A3 SLC34A1 SLC8A1 SPIDR TGM2 TH TMEM38A TMEM38B TRPV1 GOBP_CELLULAR_RESPONSE_TO_AMMONIUM_ION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_AMMONIUM_ION ASS1 CPS1 GRIA1 KCNC2 SLC1A1 GOBP_CELLULAR_RESPONSE_TO_AMYLOID_BETA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_AMYLOID_BETA ABCC1 ADRB2 AGER APP ATP1A3 BACE1 BCL2L2 CACNA1A CACNA2D1 CACNB1 CASP4 CD36 CDK5 EPHA4 EPHB2 FCGR2B FPR2 FYN GJA1 GRIN1 GRIN2A GRM5 GSK3B ICAM1 IGF1 IGF1R ITGA4 LGMN LRP1 MIR106B MIR140 MIR146A MIR200A MIR98 MIRLET7F1 NGFR NTRK1 PARP1 PRNP PSEN1 SNX6 TLR4 TLR6 TNF TREM2 VCAM1 GOBP_CELLULAR_RESPONSE_TO_ANTIBIOTIC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_ANTIBIOTIC ATP7A CDKN1B CRIP1 EZH2 GFER MDM2 MEF2C PLA2G4A PLA2G4F RPL23 SLC9A1 TP53 GOBP_CELLULAR_RESPONSE_TO_ARSENIC_CONTAINING_SUBSTANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_ARSENIC_CONTAINING_SUBSTANCE CPEB2 DAXX DDX3X DHX36 GSTO1 GSTO2 HMOX1 HNRNPA1 HSF1 MAPK13 MKNK2 PPIF SLC38A2 UROS VCP ZC3H12A ZFAND1 ZFAND2A GOBP_CELLULAR_RESPONSE_TO_ATP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_ATP CIB2 HSP90B1 P2RX3 P2RX4 P2RX7 P2RY1 P2RY11 P2RY12 P2RY2 P2RY4 PDXP PTGS2 RYR3 SSH1 TAF1 TOP2B TRPM4 TRPV1 GOBP_CELLULAR_RESPONSE_TO_BIOTIC_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_BIOTIC_STIMULUS ABCA1 ABL1 ACOD1 ADAM9 ADAMTS13 AHR AICDA AKAP8 AKT1 ANKRD1 APAF1 ARID5A ASS1 ATG10 AXL BCL10 BCR BMP6 BPI BTK CACTIN CAMP CAPN2 CARD16 CARD17P CARD8 CASP1 CASP7 CCDC47 CCL2 CCR5 CD14 CD180 CD274 CD36 CD40 CD55 CD6 CD68 CD80 CD86 CDA CDC73 CDK19 CDK4 CEBPE CHMP5 CLEC7A CMPK2 CSF2 CSF3 CTR9 CTSG CX3CL1 CX3CR1 CXCL1 CXCL10 CXCL11 CXCL13 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 CYRIB DAB2IP DDIT3 DEFA1 DEFA1B DEFA3 DEFA4 DEFA5 DEFA6 DEFB114 DEFB118 DEFB124 EDNRB EIF2AK3 EME1 EPHB2 FBH1 FCGR2B FZD5 GATA1 GBP2 GBP3 GBP5 GFER GFI1 GHSR GIT1 GSK3B GSTP1 HADHB HAVCR2 HCK HDAC5 HMGB1 HMGB2 HMGCS2 HSF1 HSPA5 IGFBPL1 IL10 IL12B IL1A IL1B IL1F10 IL24 IL36A IL36B IL36G IL36RN IL37 IL6 IRAK1 IRAK2 IRAK3 IRAK4 IRF3 IRF8 IRGM JAK2 KLRC4-KLRK1 KLRK1 KMO LACRT LBP LDOC1 LILRA2 LILRB1 LILRB2 LITAF LTF LY86 LY96 LYN MALT1 MAP2K3 MAP2K7 MAPK1 MAPK14 MAPK3 MAPK8 MEF2C MIF MIR105-1 MIR128-1 MIR140 MIR146A MIR17 MIR187 MIR19A MIR19B1 MIR20A MIR21 MIR223 MIR224 MIR342 MIR433 MIR6869 MIR766 MMP3 MMP8 MMP9 MRC1 MTDH MUS81 MYD88 NFKB1 NFKBIA NFKBIB NFKBIL1 NFKBIZ NLRP3 NLRP7 NOD2 NOS2 NOS3 NOTCH1 NOTCH2 NR1D1 NR1H3 NR1H4 NUGGC OPRK1 PABPN1 PAF1 PDCD1LG2 PDCD4 PDE4B PF4 PF4V1 PLAA PLCG2 PLSCR3 PLSCR4 PPBP PPM1E PPP1R15B PRDX2 PRKCA PRKCE PRPF8 PTAFR PTPN22 PYCARD RARA RELA RHOA RIPK2 SASH1 SBNO2 SCARB1 SCIMP SELENOS SERPINE1 SHPK SIGIRR SIRPA SLC7A5 SLX4 SMC1A SPI1 SPON2 SRC STAP1 SYK TBXA2R TICAM1 TICAM2 TIFAB TIGAR TIRAP TLR1 TLR10 TLR2 TLR4 TLR6 TLR9 TMCO1 TNF TNFAIP3 TNFRSF1B TNFSF4 TNIP1 TNIP2 TNIP3 TP53 TRAF6 TREM2 TRIB1 TRIM41 TRIM5 TSPO TXNIP UPF1 VIM WFS1 WNT5A XBP1 ZC3H12A ZFP36 ZMPSTE24 GOBP_CELLULAR_RESPONSE_TO_BRAIN_DERIVED_NEUROTROPHIC_FACTOR_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_BRAIN_DERIVED_NEUROTROPHIC_FACTOR_STIMULUS EEF2K EIF4A3 GRIA1 MAPT NTRK2 SH3GL2 TMEM108 WASF1 GOBP_CELLULAR_RESPONSE_TO_CADMIUM_ION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_CADMIUM_ION ABCB6 AKT1 ATP7A CER1 CHUK CYBB CYP1A2 DAXX EGFR FOS HESX1 HMOX1 HSF1 JUN MAPK1 MAPK3 MAPK8 MAPK9 MMP9 MT1A MT1B MT1DP MT1E MT1F MT1G MT1H MT1HL1 MT1M MT1X MT2A MT3 MT4 NCF1 OGG1 SLC11A1 SLC39A8 SUMO1 GOBP_CELLULAR_RESPONSE_TO_CAFFEINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_CAFFEINE CACNA1S CASQ2 CHEK1 GSTM2 RYR1 RYR2 RYR3 SELENON SLC8A1 TMEM38A TMEM38B GOBP_CELLULAR_RESPONSE_TO_CALCIUM_ION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_CALCIUM_ION ACER1 ADCY1 ADCY8 ADD1 ADGRV1 AKR1C3 ALOX15 ALOX5AP BRAF CAMK2D CAPN3 CARF CHP2 CLIC4 CPNE1 CPNE2 CPNE3 CPNE4 CPNE5 CPNE6 CPNE7 CPNE8 CPNE9 CRHBP DMTN DPEP1 ECT2 EDN1 EEF2K ENSG00000290147 FOS FOSB GPLD1 GUCA1A HPCA INHBB IQGAP1 ITPKA ITPKB ITPKC JUNB JUND KCNB1 KCNH1 KCNQ3 LCE1D LGMN MCOLN1 MEF2A MEF2C NCSTN NEUROD2 NFATC2 NLGN1 PKD2 PLCG2 PPIF PRKAA1 PRKAA2 RASA4 RASA4B RASAL1 RASGRP2 RYR1 RYR3 SCN5A SLC25A23 SLC25A24 SMPD1 SYT1 SYT10 SYT11 SYT12 SYT13 SYT15 SYT17 SYT2 SYT3 SYT4 SYT5 SYT6 SYT7 SYT8 SYT9 TRPM2 TUBA1A WNT5A GOBP_CELLULAR_RESPONSE_TO_CAMP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_CAMP AANAT ADIPOQ AHR AKAP6 AKAP9 AQP1 AQP8 AQP9 ASS1 CFTR CPS1 CRHBP CYP1B1 DMTN EEF2K EZR FBP1 FDX1 GATA1 GPD1 HCN1 HCN2 HCN3 HCN4 IGFBP5 INHBB INPP5K ITPR2 KCNE1 KCNQ1 KDM1A PCK1 PDE2A PENK PIK3CG PKD2 PTAFR RAP1A RAP1B RAP1BL RAPGEF1 RAPGEF2 RAPGEF3 SLC26A3 SLC26A6 SLC5A5 SRD5A1 STC1 WNT10B WT1 ZFP36L1 GOBP_CELLULAR_RESPONSE_TO_CARBOHYDRATE_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_CARBOHYDRATE_STIMULUS ABCA12 ABCC8 ACE ADCY5 ADCY8 ADRA2A AGER ANO1 BAD BAIAP3 BRSK2 C1QTNF12 C2CD2L CALCRL CASR CCDC186 CDK16 CFTR CLEC7A CLTRN CMA1 COLEC12 CPB2 CYP7A1 EFNA5 ENY2 EPHA5 ERN1 FBP1 FGF21 FKBP1B FOXA2 GAS6 GATA4 GCG GCLC GCLM GHRL GJB6 GPER1 GPLD1 GPR27 GPR68 GPX1 HIF1A HLA-DRB1 ICAM1 IGF1R IRS2 JAGN1 KAT5 KCNB1 KLF7 LEP LIN28A LRP5 MAP2K3 MAP2K4 MAP2K6 MAPK13 MIR146A MIR15A MIR16-1 MIR320A MIR320B1 MIR320B2 MIR320C1 MIR320C2 MIR320D1 MIR320D2 MIR320E MIR337 MIRLET7G MLXIPL MPC2 NADK NCF1 NDUFAF2 NEUROD1 NKX6-1 NOX4 NPTX1 NR1D1 NR1H4 OPRK1 OSBP PAX2 PAX6 PCK1 PCK2 PDE8B PDK3 PDX1 PIH1D1 PIK3CA PIM3 PLA2G6 PLCB1 PPP3CA PPP3CB PRKAA1 PRKAA2 PRKACA PRKCB PRKCE PTPRN PTPRN2 RAB11B RAB11FIP2 RAB11FIP5 RACK1 RAF1 RBM4 RFX6 RPS6KA2 SELENOT SERPINF1 SIDT2 SIN3A SLC12A6 SLC12A7 SLC26A6 SLC29A1 SLC2A2 SLC2A5 SLC39A14 SLC9B2 SMAD4 SMARCA4 SMARCB1 SOX4 SRF SRI STX4 STXBP4 SYBU TH TIAM1 TRA2B TREM2 TRPM4 TUNAR TWNK UBTF UCP2 UNC13B VSNL1 XBP1 ZBED6 ZBTB20 ZFP36L1 ZNF236 GOBP_CELLULAR_RESPONSE_TO_CGMP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_CGMP HCN2 HCN4 NPR2 PDE2A PDE3A RAPGEF2 SLC6A4 GOBP_CELLULAR_RESPONSE_TO_CHEMICAL_STRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_CHEMICAL_STRESS ABCC1 ABCD1 ABL1 ADPRS AGAP3 AIF1 AIFM1 AIFM2 AKR1B1 AKT1 ALDH3B1 ALOX5 ANKRD2 ANKZF1 ANXA1 APOA4 AQP1 AQP5 ARHGEF2 ARL6IP5 ARNT ATF2 ATF4 ATG5 ATG7 ATM ATP13A2 ATP2A2 ATP7A AXL BAD BDKRB2 BECN1 BMAL1 BMP7 BNIP3 BRF2 BTK CAB39 CAMKK2 CAPN3 CASP1 CASP3 CAT CAV1 CBX8 CCS CD36 CDK1 CHCHD2 CHUK CLN3 CPEB2 CRYGD CYP1B1 DAPK1 DDIT3 DDR2 DDX3X DHFR DHFRP1 DHRS2 DNAJA1 ECT2 EDN1 EDNRA EFHD1 EGFR EIF2AK3 EIF2S1 EPAS1 EPO ERCC6L2 ERMP1 ERN1 ETV5 EZH2 FABP1 FANCC FANCD2 FAS FBLN5 FBP1 FER FOS FOXO1 FOXO3 FOXP1 FUT8 FXN FYN G6PD GAS5 GCH1 GJB2 GLRX2 GPR37 GPR37L1 GPX1 GPX5 GPX7 GPX8 GSR H19 HDAC2 HDAC6 HGF HIF1A HM13 HMOX1 HSF1 HSPA1A HSPA1B HTRA2 IL18BP IL18RAP IL6 JUN KAT2B KDM6B KEAP1 KLF2 LETM1 LONP1 LRRC8C LRRC8D LRRC8E LRRK2 MAP1LC3A MAP2K4 MAP3K5 MAPK1 MAPK13 MAPK3 MAPK7 MAPK8 MAPK9 MAPKAP1 MAPT MDM2 MEAK7 MET MGAT3 MGST1 MICU1 MIR103A1 MIR107 MIR132 MIR133A1 MIR135A1 MIR17 MIR21 MIR34A MIR675 MIR92A1 MIRLET7B MLST8 MMP2 MMP3 MMP9 MPO MPV17 MPV17L MPV17L2 MSRA MT3 MTOR MYB MYLK NAGLU NCF1 NCOA7 NET1 NFAT5 NFE2L2 NLK NLRP3 NME8 NOS3 NOX1 NQO1 NR4A2 NUDT2 OSER1 OXR1 OXSR1 PARK7 PARP1 PAWR PAX2 PCGF2 PCK1 PCNA PDCD10 PDGFD PDGFRA PDK2 PENK PEX10 PEX12 PEX13 PEX14 PEX2 PEX5 PIK3CA PINK1 PJVK PKD2 PLA2R1 PLEC PLEKHA1 PNPLA8 PNPT1 PPARGC1A PPARGC1B PPIA PPIF PRDX1 PRDX2 PRDX3 PRDX5 PRKAA1 PRKAA2 PRKCD PRKD1 PRKN PRKRA PRR5L PTGS2 PTPRK PXN PYCARD PYCR1 PYCR2 PYROXD1 RACK1 RAD52 RBM11 RBX1 RCSD1 RELA RELB RHOB RIPK1 RIPK3 ROMO1 RPS3 RPTOR RWDD1 SCN2A SELENON SELENOS SERPINB6 SESN2 SETX SIN3A SIRPA SIRT1 SIRT2 SLC12A6 SLC1A1 SLC25A14 SLC25A23 SLC25A24 SLC2A1 SLC2A4 SLC4A11 SLC7A11 SMPD3 SNCA SOD1 SOD2 SOD3 SPHK1 SQSTM1 SRC SRXN1 STAT6 STAU1 STAU2 STK25 STK39 STOX1 STX2 STX4 SUMO4 TBC1D24 TIFAB TMEM161A TMIGD1 TNFAIP3 TOP2B TP53 TP53INP1 TPM1 TRAP1 TREX1 TRIM21 TRPA1 TRPM2 TRPV4 TSPO TXN UCP1 USP15 VKORC1L1 VRK2 WNK1 WNK3 WNT16 XRCC5 XRCC6 YBX3 ZC3H12A ZFAND1 ZFP36L1 ZNF277 ZNF580 GOBP_CELLULAR_RESPONSE_TO_CHOLESTEROL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_CHOLESTEROL ABCA1 CES1 CYP7A1 DAG1 GPLD1 GPR155 GRAMD1A GRAMD1B GRAMD1C INHBA INHBB LRP6 LRP8 MIR182 MIR185 MIR96 MLC1 OSBPL7 PTCH1 SMO GOBP_CELLULAR_RESPONSE_TO_COCAINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_COCAINE CCNA2 CRHBP EHMT2 PPP1R1B SLC1A1 SLC1A2 SLC1A3 TGM2 GOBP_CELLULAR_RESPONSE_TO_COLD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_COLD CIDEA DNAJC3 EIF2AK3 EIF2AK4 FOXO1 NFKBIA PLIN1 PRKACA RNF34 SAXO1 SCN11A SLC9A1 UCP1 GOBP_CELLULAR_RESPONSE_TO_COPPER_ION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_COPPER_ION AOC1 AQP1 AQP2 ATP7A BACE1 BECN1 CYP1A1 DAXX HSF1 MAP1LC3A MT1A MT1B MT1DP MT1E MT1F MT1G MT1H MT1HL1 MT1M MT1X MT2A MT3 MT4 NFE2L2 PRNP SNCA GOBP_CELLULAR_RESPONSE_TO_CORTICOSTEROID_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_CORTICOSTEROID_STIMULUS ACE AIFM1 AKR1C3 ANXA1 AQP1 ASS1 ATP5F1A AXIN2 BCL2L11 CASP9 CFLAR CYP1B1 DDIT4 EDN1 EIF4E FAM107A FBXO32 FECH FLT3 GJB2 GPER1 GSK3A HMGCS2 HNRNPU IGF1R ISL1 JAK2 KLF9 METTL21C MSTN MT-ND3 MYOD1 NPAS4 NR3C1 PCK1 PCK2 RAN REST RPS6KB1 SCNN1A SCNN1B SCNN1D SCNN1G SERPINF1 SGK1 SMYD3 SRD5A1 SSTR2 SSTR3 SSTR4 SSTR5 STC1 TFAP4 UBE2L3 UGT1A1 USP8 ZFP36 ZFP36L1 ZFP36L2 ZNF764 GOBP_CELLULAR_RESPONSE_TO_DECREASED_OXYGEN_LEVELS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_DECREASED_OXYGEN_LEVELS ACAA2 ADAM8 ADO AIFM1 AJUBA AK4 AKT1 ANGPT4 AQP1 AQP3 ATF2 ATF4 ATP7A BAD BCL2 BMP7 BNIP3 BNIP3L BRIP1 CASR CBL CBS CCNA2 CDKN1B CFLAR CHCHD2 CITED2 CLCA1 CPEB1 CPEB2 CPEB4 CYBB CYSLTR1 DDAH1 DDR2 DNMT3A DRD2 EDN1 EEF2K EGLN1 EGLN2 EGLN3 EGR1 ENO1 ENSG00000274276 EPAS1 EPHA4 ERO1A FABP1 FAM162A FGFR2 FMN2 FOS GATA6 GNGT1 HIF1A HILPDA HIPK2 HMOX1 HP1BP3 HYOU1 IRAK1 KCND2 KCNK2 KCNK3 KCNMB1 LMNA MALAT1 MAP3K7 MDM2 MDM4 MGARP MIEF1 MIR106B MIR126 MIR140 MIR145 MIR146A MIR17 MIR20A MIR21 MIR210 MIR214 MIR34A MIR448 MLST8 MPL MT3 MTOR MYC NDNF NDP NDRG1 NFE2L2 NKX3-1 NOL3 NONO NOP53 NOTCH1 NPEPPS OPRD1 P4HB PCK1 PDK1 PDK3 PGK1 PHB2 PICK1 PIK3CB PINK1 PLK3 PMAIP1 PPARD PPARG PRKAA1 PRKCE PTGIS PTGS2 RBPJ RGCC ROCK2 RORA RPTOR RWDD3 SCN2A SDHD SFRP1 SIRT1 SIRT2 SIRT4 SLC29A1 SLC2A4 SLC8A3 SLC9A1 SRC STC1 STC2 STOX1 STUB1 SUV39H1 SUV39H2 TBL2 TERC TERT TGFB1 TIGAR TMBIM6 TP53 TREM2 TSC1 TWIST1 UBQLN1 UCN3 USP19 VASN VEGFA VHL ZFP36L1 GOBP_CELLULAR_RESPONSE_TO_DEXAMETHASONE_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_DEXAMETHASONE_STIMULUS AQP1 ASS1 ATP5F1A AXIN2 CASP9 CFLAR DDIT4 EIF4E FBXO32 FECH GJB2 IGF1R JAK2 METTL21C MSTN NR3C1 PCK1 PCK2 RPS6KB1 SERPINF1 SMYD3 SRD5A1 TFAP4 USP8 GOBP_CELLULAR_RESPONSE_TO_DSRNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_DSRNA CAV1 CGAS COLEC12 DHX9 FLOT1 GRIA1 IFIH1 IFIT1 IFNB1 IRF3 MAVS MUL1 NFKB1 NPM1 P2RX7 PDE12 PQBP1 RALB RIGI RIOK3 STING1 TLR3 ZCCHC3 GOBP_CELLULAR_RESPONSE_TO_ELECTRICAL_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_ELECTRICAL_STIMULUS ADSS1 ADSS2 CALR GNAT1 GRM1 HPCA NEUROD2 NSMF PALM PTEN REST RPE65 SLC9A1 GOBP_CELLULAR_RESPONSE_TO_EPINEPHRINE_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_EPINEPHRINE_STIMULUS ADIPOQ ATP2B4 KCNQ1 PDE4B PKLR PRKACA RYR2 SIRT2 SLC9A1 SNCA SRD5A1 GOBP_CELLULAR_RESPONSE_TO_ESTRADIOL_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_ESTRADIOL_STIMULUS AIFM1 BCL2L2 CCDC62 CCNA2 CFLAR CRHBP EGFR ESR1 ESR2 FAM210B GPER1 H2AZ1 HNRNPD HSF1 IGF1R IL10 ITGA2 KAT5 KIF18A LCOR MMP2 MSX2 MYOD1 MYOG NCOA3 NRIP1 POU4F1 POU4F2 PPP1R9B RAMP3 RUVBL2 SFRP1 SRD5A1 SSTR1 SSTR2 SSTR3 UGT1A1 ZNF703 GOBP_CELLULAR_RESPONSE_TO_ESTROGEN_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_ESTROGEN_STIMULUS AR ARID5A BCAS3 CRHBP ESR1 ESR2 MDM2 MIR493 NCOA4 OCSTAMP PELP1 RARA SERPINB9 SFR1 SFRP1 SP1 SRA1 TRIM24 WBP2 GOBP_CELLULAR_RESPONSE_TO_ETHANOL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_ETHANOL ADCY7 CYBB DNMT3A GLRA1 GLRA2 ITPR2 KCNMB1 PRKAA1 PRKCE SLC23A2 SOD2 TP53INP1 UGT1A1 GOBP_CELLULAR_RESPONSE_TO_ETHER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_ETHER CDK4 GOLPH3 LARP1 PLCB1 PTAFR ZC3H12A GOBP_CELLULAR_RESPONSE_TO_EXOGENOUS_DSRNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_EXOGENOUS_DSRNA CAV1 CGAS COLEC12 DHX9 FLOT1 IFIH1 IFIT1 IFNB1 IRF3 MAVS MUL1 PQBP1 RALB RIGI STING1 TLR3 ZCCHC3 GOBP_CELLULAR_RESPONSE_TO_EXTERNAL_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_EXTERNAL_STIMULUS ADNP ADORA2B AIFM1 AKR1C3 ALB AMBRA1 ANKRD1 AOC1 AQP1 AQP2 AQP3 ARHGAP35 ASGR1 ASNS ATF2 ATF3 ATF4 ATG14 ATG5 ATG7 ATP1A2 ATXN3 AVPR1A AXL BAD BAG3 BAK1 BCL10 BCL2 BECN1 BECN2 BGLAP BHLHA15 BMP6 BMPR2 BMT2 BNIP3 BRIP1 CARTPT CASP1 CASP2 CASP5 CASP8 CASP8AP2 CASR CASTOR1 CBL CBS CD40 CD68 CDA CDKN1A CDKN2B CHEK1 CLEC16A CNN2 COL1A1 COMT CPEB4 CRADD CREBBP CSNK1A1 CTSK CYP24A1 CYP27B1 CYSLTR1 DAG1 DAP DAPL1 DCTPP1 DEPDC5 DNAJC15 DSC2 EHMT2 EIF2AK2 EIF2AK3 EIF2AK4 EIF2S1 EIF4G1 ELAPOR1 ENG ENSG00000274276 EP300 ERCC6 F11R FADD FADS1 FAM107A FAS FBXO22 FES FGF2 FGF23 FLCN FNIP1 FOLR1 FOLR2 FOS FOSL1 FOXA2 FOXA3 FOXO1 FOXO3 GABARAP GABARAPL1 GABARAPL2 GABARAPL3 GADD45A GAS2L1 GAS6 GBA1 GCGR GCLC GCN1 GDAP1 GLRX2 GLUL GPR155 GSDMD HABP4 HFE HNRNPA1 HSPA5 HSPA8 IFI16 IGF1R IL13 IL1B IL33 IMPACT INHBB IRF1 ITFG2 ITGA2 ITGA4 ITGB3 JMY KANK2 KAT2B KAT5 KCNB1 KCNJ2 KCNK4 KICS2 KIF26A KLF10 KPTN KRT20 LAMP2 LAMTOR1 LARS1 LEP LPL LRRK2 LTBR LYN MAG MAP1LC3A MAP1LC3B MAP1LC3B2 MAP1LC3C MAP2K4 MAP3K1 MAP3K14 MAP3K2 MAP3K5 MAP3K7 MAPK1 MAPK3 MAPK8 MAPKAP1 MAX MDM2 MED1 MFSD2A MIOS MIR125B1 MLST8 MLXIPL MN1 MTMR3 MTOR MTPN MYBBP1A MYD88 MYH13 MYOCD MYOD1 NCOA1 NFE2L2 NFKB1 NONO NPRL2 NPRL3 NR1H4 NR4A2 NUAK1 NUAK2 NUDT1 NUDT15 NUPR2 OGT OTUD3 P2RX7 PCK1 PCSK9 PDE2A PDK2 PDK4 PENK PHEX PICK1 PIEZO1 PIEZO2 PIK3C2B PIK3C3 PIK3R4 PIM1 PLD1 PLEC PLIN2 PLIN3 PMAIP1 POSTN PPARA PPARD PPM1D PPP1R9B PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 PRKD1 PRR5 PTGER4 PTGS2 PTPRC RALB RHEB RICTOR RIPOR1 RNF152 RNF167 RPS6KB1 RPTOR RRAGA RRAGB RRAGC RRAGD RRP8 RXRA RXRB SCX SEC13 SEH1L SESN1 SESN2 SESN3 SFRP1 SFRP2 SH3GLB1 SIPA1 SIRT1 SLC1A2 SLC2A1 SLC34A1 SLC38A2 SLC38A3 SLC39A4 SLC39A5 SLC7A5 SLC9A1 SNAI2 SNW1 SOX9 SP1 SP7 SRD5A1 SREBF1 SREBF2 SRF STK24 STK26 SUV39H1 SZT2 TBC1D7 TBL2 TFEB TLE5 TLR3 TLR4 TLR5 TLR7 TLR8 TMEM150C TMEM87A TNC TNFRSF10A TNFRSF10B TNFRSF11A TNFRSF1A TNFRSF8 TNFSF14 TNRC6A TP53 TRIM24 TSC1 TSC2 TSSK1B TSSK2 TSSK3 TSSK6 TTC5 TXN2 UCN2 UCN3 UCP2 ULK1 UPP1 USF1 USF2 USP33 VCAM1 VDR VPS41 WDR24 WDR45 WDR45B WDR59 WIPI1 WIPI2 WNT11 WNT2B WNT4 WNT9B WRN XBP1 XPR1 YWHAG YWHAZ ZC3H12A ZFYVE1 GOBP_CELLULAR_RESPONSE_TO_EXTRACELLULAR_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_EXTRACELLULAR_STIMULUS ADNP ADORA2B AIFM1 AKR1C3 ALB AMBRA1 AOC1 AQP2 AQP3 ARHGAP35 ASGR1 ASNS ATF2 ATF3 ATF4 ATG14 ATG5 ATG7 ATXN3 AVPR1A AXL BCL2 BECN1 BECN2 BGLAP BHLHA15 BMPR2 BMT2 BRIP1 CARTPT CASR CASTOR1 CBL CBS CD68 CDKN1A CDKN2B CLEC16A COL1A1 COMT CPEB4 CREBBP CSNK1A1 CTSK CYP24A1 CYP27B1 CYSLTR1 DAP DAPL1 DCTPP1 DEPDC5 DNAJC15 DSC2 EHMT2 EIF2AK2 EIF2AK3 EIF2AK4 EIF2S1 EIF4G1 ELAPOR1 ENSG00000274276 EP300 ERCC6 FADS1 FAM107A FAS FBXO22 FES FGF23 FLCN FNIP1 FOLR1 FOLR2 FOS FOSL1 FOXA2 FOXA3 FOXO1 FOXO3 GABARAP GABARAPL1 GABARAPL2 GABARAPL3 GAS2L1 GAS6 GBA1 GCGR GCN1 GDAP1 GLRX2 GLUL GPR155 GSDMD HFE HNRNPA1 HSPA5 HSPA8 IFI16 IGF1R IMPACT INHBB ITFG2 ITGA4 JMY KANK2 KAT2B KAT5 KCNB1 KICS2 KIF26A KLF10 KPTN KRT20 LAMP2 LAMTOR1 LARS1 LEP LPL LRRK2 LYN MAP1LC3A MAP1LC3B MAP1LC3B2 MAP1LC3C MAP3K5 MAP3K7 MAPK1 MAPK3 MAPK8 MAPKAP1 MAX MDM2 MED1 MFSD2A MIOS MIR125B1 MLST8 MLXIPL MN1 MTMR3 MTOR MYBBP1A MYH13 MYOCD MYOD1 NCOA1 NFE2L2 NONO NPRL2 NPRL3 NR1H4 NR4A2 NUAK1 NUAK2 NUDT1 NUDT15 NUPR2 OGT OTUD3 P2RX7 PCK1 PCSK9 PDK2 PDK4 PENK PHEX PICK1 PIK3C2B PIK3C3 PIK3R4 PIM1 PLD1 PLEC PLIN2 PLIN3 PMAIP1 POSTN PPARA PPARD PPM1D PPP1R9B PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 PRKD1 PRR5 PTPRC RALB RHEB RICTOR RIPOR1 RNF152 RNF167 RPS6KB1 RPTOR RRAGA RRAGB RRAGC RRAGD RRP8 RXRA RXRB SEC13 SEH1L SESN1 SESN2 SESN3 SFRP1 SFRP2 SH3GLB1 SIPA1 SIRT1 SLC1A2 SLC2A1 SLC34A1 SLC38A2 SLC38A3 SLC39A4 SLC39A5 SLC7A5 SNAI2 SNW1 SP1 SP7 SRD5A1 SREBF1 SREBF2 SRF STK24 STK26 SUV39H1 SZT2 TBC1D7 TBL2 TFEB TLE5 TNC TNFRSF11A TNRC6A TP53 TRIM24 TSC1 TSC2 TSSK1B TSSK2 TSSK3 TSSK6 TTC5 TXN2 UCN2 UCN3 UCP2 ULK1 UPP1 USF1 USF2 USP33 VCAM1 VDR VPS41 WDR24 WDR45 WDR45B WDR59 WIPI1 WIPI2 WNT2B WNT4 WNT9B WRN XBP1 XPR1 YWHAG YWHAZ ZC3H12A ZFYVE1 GOBP_CELLULAR_RESPONSE_TO_FATTY_ACID https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_FATTY_ACID AKR1C1 AKR1C2 AKR1C3 AKR1C4 ASS1 CDK4 CLDN1 CPS1 CPT1A DGAT2 EDN1 FFAR2 FFAR3 HES1 HMGCS2 ID3 IRS1 KCNK4 LDLR LPL MIR92A1 NR1H4 OR51E2 PDK3 PDK4 PID1 PLCB1 PTAFR SMARCD1 SRC SREBF1 UCP1 XRCC5 ZC3H12A GOBP_CELLULAR_RESPONSE_TO_FLUID_SHEAR_STRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_FLUID_SHEAR_STRESS ASS1 HAS2 HDAC3 KLF2 KLF4 MAP2K5 MAPK7 MEF2C MIR126 MIR92A1 MMP2 MTSS1 NFE2L2 PKD2 PLEC PTGS2 PTK2B SOCS5 SRC SREBF2 TFPI2 GOBP_CELLULAR_RESPONSE_TO_FOLLICLE_STIMULATING_HORMONE_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_FOLLICLE_STIMULATING_HORMONE_STIMULUS EDN1 EDNRA EFNA5 EPHA8 FSHR GATA1 GCLC GCLM INHBA NOTCH1 GOBP_CELLULAR_RESPONSE_TO_GAMMA_RADIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_GAMMA_RADIATION ATM ATR BCL2L1 CDKN1A CHEK2 CRYAB EGR1 ELK1 GTF2H5 H2AX HRAS HSF1 KDM1A MAP3K20 MDM2 MIR21 RPL26 TLK2 TMEM109 TP53 TREX1 TSPYL5 WRN XRCC5 XRCC6 YAP1 ZMPSTE24 GOBP_CELLULAR_RESPONSE_TO_GLUCAGON_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_GLUCAGON_STIMULUS ADCY8 ASS1 CPS1 FGF21 GCG GCGR GJB2 GLP1R GLP2R PCK1 PRKACA PRKAR1A GOBP_CELLULAR_RESPONSE_TO_GLUCOCORTICOID_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_GLUCOCORTICOID_STIMULUS ANXA1 AQP1 ASS1 ATP5F1A AXIN2 BCL2L11 CASP9 CFLAR CYP1B1 DDIT4 EDN1 EIF4E FAM107A FBXO32 FECH FLT3 GJB2 GSK3A HMGCS2 HNRNPU IGF1R ISL1 JAK2 KLF9 METTL21C MSTN MT-ND3 MYOD1 NPAS4 NR3C1 PCK1 PCK2 REST RPS6KB1 SERPINF1 SMYD3 SRD5A1 SSTR2 SSTR3 SSTR4 SSTR5 STC1 TFAP4 UBE2L3 UGT1A1 USP8 ZFP36 ZFP36L1 ZFP36L2 ZNF764 GOBP_CELLULAR_RESPONSE_TO_GLUCOSE_STARVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_GLUCOSE_STARVATION ASNS ATF4 ATG14 BCL2 BECN1 BHLHA15 CPEB4 EIF2AK3 FOXO3 HNRNPA1 HSPA5 IFI16 ITFG2 KAT5 KICS2 KPTN MTMR3 MYBBP1A NFE2L2 NUAK1 NUAK2 PICK1 PIK3C3 PIK3R4 PLIN2 PLIN3 PMAIP1 PRKAA1 PRKAA2 RRP8 SESN1 SESN2 SESN3 SH3GLB1 SIRT1 SLC2A1 SLC7A5 SUV39H1 SZT2 TBL2 TP53 TSSK1B TSSK2 TSSK3 TSSK6 UPP1 XBP1 YWHAG YWHAZ ZC3H12A GOBP_CELLULAR_RESPONSE_TO_GONADOTROPIN_RELEASING_HORMONE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_GONADOTROPIN_RELEASING_HORMONE CRHBP GNRHR GNRHR2 GPR173 MGARP UMODL1 GOBP_CELLULAR_RESPONSE_TO_GONADOTROPIN_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_GONADOTROPIN_STIMULUS CCNA2 CYP1B1 EDN1 EDNRA EFNA5 EPHA8 FSHR GATA1 GATA6 GCLC GCLM INHBA LHCGR NOTCH1 NSMF PAX8 SLC5A5 WT1 GOBP_CELLULAR_RESPONSE_TO_GROWTH_HORMONE_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_GROWTH_HORMONE_STIMULUS CSH1 CSH2 CSHL1 GDF15 GH1 GH2 GHR GHRL JAK1 JAK2 JAK3 LEPROT LEPROTL1 LYN MBD5 PIK3R1 PTK2 PTPN1 PXN SHOC2 SOCS2 STAT3 STAT5A STAT5B STAT6 TYK2 GOBP_CELLULAR_RESPONSE_TO_HEAT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_HEAT ANO1 ATM ATR ATXN3 BAG3 CDKN1A CETN1 CHORDC1 CLPB CREBBP CXCL10 DAXX DHX36 DNAJB1 DNAJB6 DNAJC2 DNAJC7 EIF2S1 EP300 FGF1 GSK3B HDAC2 HIKESHI HMOX1 HSBP1 HSBP1L1 HSF1 HSP90AA1 HSP90AA2P HSP90AA4P HSP90AB1 HSP90AB2P HSP90AB3P HSP90AB4P HSPA1A HSPA1B HSPA6 HTRA2 IER5 IL1A IRAK1 LYN MAPKAPK2 MAPT MTOR NF1 PDCD6 PRKACA PTGS2 RBBP7 SCARA5 SIRT1 SLC52A3 SLU7 ST8SIA1 STAC STUB1 SUMO1 TCIM TFEC THBS1 TPR TRPV1 TRPV4 VCP YWHAE ZFAND1 GOBP_CELLULAR_RESPONSE_TO_HEPARIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_HEPARIN AOC1 EGR1 SFRP1 SLIT2 SOX9 GOBP_CELLULAR_RESPONSE_TO_HISTAMINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_HISTAMINE AOC1 DIAPH1 GABRB1 GABRB2 GABRB3 GABRG2 HRH1 GOBP_CELLULAR_RESPONSE_TO_HORMONE_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_HORMONE_STIMULUS ABHD2 ACACA ACE ACOD1 ACSL1 ACTN2 ADCY6 ADCY8 ADIPOQ ADIPOR1 ADIPOR2 ADRA2A ADTRP AGRP AGT AGTR1 AGTR2 AGTRAP AHCYL1 AHSG AIFM1 AKAP8 AKR1C1 AKR1C2 AKR1C3 AKR1C4 AKT1 AKT2 ANXA1 AP3S1 APPL1 APPL2 AQP1 AR ARID1A ARID1B ARID5A ASIP ASS1 ATP1A1 ATP1A2 ATP1A3 ATP2B1 ATP5F1A AVPR1A AVPR1B AVPR2 AXIN2 BAIAP2 BBS2 BBS4 BCAR1 BCAR3 BCAS3 BCL2L11 BGLAP BMAL1 BRCA1 BRD8 BRIP1 C1QTNF12 C2CD5 CA2 CACNA1H CALCOCO1 CALR CAMK2A CAPN10 CARM1 CASP9 CAV1 CAV2 CCKAR CCNA2 CDC6 CEACAM1 CFLAR CGA CGB3 CLOCK CNOT1 CNOT2 CNOT9 CPEB1 CPEB2 CPS1 CRHBP CRHR1 CRHR2 CRK CRY1 CRY2 CSH1 CSH2 CSHL1 CSK CSNK2B CSRP3 CST11 CTSB CTSD CTSH CTSL CTSS CYFIP1 CYP11A1 CYP11B1 CYP11B2 CYP1B1 CYP7B1 DAB2 DAXX DDIT4 DDR2 DDRGK1 DDX17 DDX5 DDX54 DEFA1 DEFA1B DEFA3 DENND4C DNAAF4 DNAI1 DNAJA1 ECHDC3 EDN1 EDNRA EEF2K EFNA5 EGLN2 EIF4E EIF4EBP2 ENPP1 EP300 EPHA8 EPRS1 ERFE ESR1 ESR2 ESRRA ESRRB ESRRG FAM107A FBN1 FBP1 FBXO32 FECH FER FFAR3 FFAR4 FGB FGF21 FGF23 FKBP4 FLT3 FOS FOSB FOXA1 FOXC2 FOXH1 FOXO1 FOXO4 FOXP1 FSHR FUT7 GAB1 GAS2L1 GATA1 GATA6 GCG GCGR GCK GCLC GCLM GDF15 GH1 GH2 GHR GHRHR GHRL GHSR GJB2 GKAP1 GLP1R GLP2R GNAI2 GNB1 GNG2 GNRHR GNRHR2 GOT1 GPER1 GPHB5 GPLD1 GPR150 GPR173 GPR21 GPR22 GPT GPT2 GRB10 GRB14 GRB2 GRB7 GRIA1 GSK3A GSK3B GTF2H1 HCRTR1 HCRTR2 HDAC1 HDAC5 HDAC6 HDAC9 HEYL HMGCS2 HNRNPU HRAS HSF1 HSPA1A HSPA1B HSPA8 IDE IGF1R IGF2 IGFBP1 IGFBP2 IGFBP7 IL1B INHBA INHBB INPP5K INS INSIG1 INSIG2 INSR INSRR IRS1 IRS2 IRS4 ISL1 ITGB3 JAK1 JAK2 JAK3 KANK1 KANK2 KAT2B KDM1A KDM3A KDM4C KDM5D KIT KLF9 KMT2D LANCL2 LATS1 LATS2 LBH LEP LEPR LEPROT LEPROTL1 LHB LHCGR LMO2 LMO3 LONP1 LPIN1 LPIN2 LPIN3 LYN MAP1B MAP3K7 MAPK1 MAPK3 MAS1 MAS1L MAX MBD5 MDM2 MED1 MEF2C METTL21C MGARP MIR103A1 MIR107 MIR1271 MIR143 MIR145 MIR15B MIR195 MIR208A MIR493 MKKS MSTN MT-ND3 MT3 MTOR MYO1C MYO5A MYOD1 MZB1 NAMPT NCK1 NCL NCOA1 NCOA2 NCOA3 NCOA4 NCOA5 NCOR1 NCOR2 NDEL1 NEDD4 NFE2L2 NFKB1 NKX3-1 NKX6-1 NODAL NONO NOTCH1 NPAS4 NPC1 NPFFR1 NPFFR2 NR0B1 NR1D1 NR1D2 NR1H2 NR1H3 NR1H4 NR2C1 NR2E1 NR2E3 NR3C1 NR3C2 NR4A1 NR4A2 NR4A3 NR5A1 NR5A2 NSMF NUCKS1 OCSTAMP OGT OR51E2 OSBPL8 OSTN OTOP1 OXTR P2RY4 P2RY6 PADI2 PAGR1 PAK1 PAQR7 PAQR8 PARK7 PARP1 PAX6 PAX8 PCK1 PCK2 PCSK9 PDE3A PDE3B PDK2 PDK4 PDPK1 PELP1 PER1 PGR PGRMC2 PHB1 PHB2 PHEX PHIP PIAS2 PID1 PIK3C2A PIK3CA PIK3R1 PIK3R2 PIK3R3 PIP4K2A PIP4K2B PIP4K2C PKLR PKM PKN1 PLA2G1B PLCB1 PLPP1 PMEPA1 PNPLA3 POU4F2 PPARA PPARD PPARG PPARGC1B PPP3CA PRCP PRKAA1 PRKAA2 PRKACA PRKAR1A PRKCA PRKCB PRKCD PRKCE PRKCI PRKCQ PRKCZ PRKD1 PRKDC PRLR PRMT2 PTGDR PTGER2 PTGER4 PTGES3 PTGFR PTH PTK2 PTPN1 PTPN11 PTPN2 PTPRA PTPRE PXN QRFPR RAB10 RAB13 RAB31 RAB8A RAF1 RAMP1 RAMP2 RAMP3 RAN RANGAP1 RAP1GDS1 RARA RARB RARG RARRES2 RB1 RBFOX2 RBM4 RDX RELA REN REST RHOA RHOQ RHOXF1 RNF14 RNF6 ROBO2 ROCK1 ROCK2 RPE65 RPS6KB1 RWDD1 RXFP1 RXFP2 RXRA RXRB RXRG SAFB SAFB2 SCGB2A1 SCGB2A2 SCNN1A SCNN1B SCNN1D SCNN1G SELENOS SERPINA12 SERPINB9 SERPINF1 SESN3 SFR1 SFRP1 SGCB SGK1 SH2B2 SHC1 SHOC2 SIK2 SIRT1 SKP2 SLC22A12 SLC25A33 SLC27A1 SLC27A4 SLC2A4 SLC2A8 SLC30A10 SLC34A1 SLC39A14 SLC5A5 SLC9A1 SLIT2 SLIT3 SMARCA4 SMARCC1 SMYD3 SNX5 SOCS1 SOCS2 SOCS3 SOGA1 SORBS1 SORL1 SOS1 SOS2 SOST SOX10 SP1 SPINK1 SRA1 SRARP SRC SRD5A1 SREBF1 SST SSTR1 SSTR2 SSTR3 SSTR4 SSTR5 STAT1 STAT3 STAT5A STAT5B STAT6 STC1 STRN3 STXBP4 SYAP1 TADA3 TAF7 TBC1D4 TCF21 TFAP4 TFPI THRA THRB TMF1 TNC TNFSF4 TNS2 TP63 TRARG1 TRERF1 TRH TRIB3 TRIM24 TRIM68 TRIM72 TRIP4 TSC2 TSHR TYK2 UBA5 UBE2L3 UBE3A UBR5 UCN2 UCN3 UCP1 UCP2 UCP3 UFL1 UFM1 UFSP2 UGCG UGT1A1 UMODL1 URI1 USF1 USO1 USP26 USP8 VAMP2 VPS11 VPS18 VPS54 VWA2 WBP2 WDTC1 WNT1 WNT10B WT1 XBP1 YAP1 YWHAG YWHAH ZBTB7A ZBTB7B ZDHHC7 ZFP36 ZFP36L1 ZFP36L2 ZMIZ1 ZNF106 ZNF366 ZNF592 ZNF764 GOBP_CELLULAR_RESPONSE_TO_HYDROGEN_PEROXIDE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_HYDROGEN_PEROXIDE ABL1 AIFM1 ANKZF1 ANXA1 AQP1 AXL BECN1 BNIP3 CAT CBX8 CDK1 CYP1B1 ECT2 EDN1 ERN1 EZH2 FABP1 FXN FYN HDAC2 HDAC6 HSF1 IL18BP IL18RAP IL6 KDM6B KLF2 MAP1LC3A MAP3K5 MAPK13 MAPK7 MDM2 MIR103A1 MIR107 MYB NET1 NFE2L2 NQO1 OSER1 PARK7 PAX2 PCGF2 PCNA PDGFD PLEKHA1 PPIF PRKAA1 PRKCD RELA RHOB RIPK1 RIPK3 RPS3 SETX SIRPA SIRT1 SMPD3 SPHK1 SRC STAT6 TNFAIP3 TOP2B TRPA1 TRPM2 TXN ZNF277 ZNF580 GOBP_CELLULAR_RESPONSE_TO_HYDROPEROXIDE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_HYDROPEROXIDE CD36 DAPK1 MGST1 OXR1 PRKCD PRKD1 TMIGD1 TP53INP1 GOBP_CELLULAR_RESPONSE_TO_HYPEROXIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_HYPEROXIA ATG7 CAV1 FAS FOXO1 NOX1 GOBP_CELLULAR_RESPONSE_TO_INCREASED_OXYGEN_LEVELS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_INCREASED_OXYGEN_LEVELS ATG7 ATP6AP1 ATP6V0A2 ATP6V0D1 ATP6V1A ATP6V1G1 CAV1 CCDC115 FAS FOXO1 NOX1 TMEM199 GOBP_CELLULAR_RESPONSE_TO_INDOLE_3_METHANOL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_INDOLE_3_METHANOL BRCA1 CDH1 CTNNA1 CTNNB1 JUP GOBP_CELLULAR_RESPONSE_TO_INORGANIC_SUBSTANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_INORGANIC_SUBSTANCE ABCB6 ACER1 ADCY1 ADCY10 ADCY7 ADCY8 ADD1 ADGRV1 AIFM1 AKR1C3 AKT1 ALAD ALOX15 ALOX5AP ANK3 AOC1 AQP1 AQP2 ATF4 ATP13A2 ATP5F1A ATP7A ATRX B2M BACE1 BECN1 BLM BMP6 BNIP3 BRAF CACNA1H CALR CAMK2D CAPN3 CARF CCNA2 CDH1 CDK2 CDKN1B CEBPA CER1 CFLAR CHP2 CHUK CLDN1 CLIC4 CPNE1 CPNE2 CPNE3 CPNE4 CPNE5 CPNE6 CPNE7 CPNE8 CPNE9 CREB1 CRHBP CRK CYBB CYP11B1 CYP11B2 CYP1A1 CYP1A2 DAXX DDI1 DDI2 DDX11 DLG2 DLG4 DMTN DPEP1 ECT2 EDN1 EEF2K EGFR EIF2AK3 EIF2S1 EIF4A3 ENSG00000290147 FABP4 FBP1 FOS FOSB FOXO1 GLRA1 GLRA2 GPLD1 GSK3A GUCA1A GUCY1B1 HESX1 HFE HMOX1 HNRNPD HPCA HSD17B1 HSF1 HSP90B1 HVCN1 INHBB IQGAP1 ITPKA ITPKB ITPKC JUN JUNB JUND KCNA1 KCNB1 KCNC2 KCNH1 KCNJ10 KCNK3 KCNQ3 LCE1D LGMN LIG4 LRRK2 MAP1LC3A MAPK1 MAPK3 MAPK8 MAPK9 MCOLN1 MECP2 MEF2A MEF2C MIR342 MMP3 MMP9 MT1A MT1B MT1DP MT1E MT1F MT1G MT1H MT1HL1 MT1M MT1X MT2A MT3 MT4 MTF1 MTR MYOG NCF1 NCSTN NEK7 NEUROD2 NFATC2 NFATC4 NFE2L2 NLGN1 NPTX1 NQO1 NSMCE3 OGG1 P2RX4 PARP1 PHOX2B PKD2 PLCG2 PPIF PRKAA1 PRKAA2 PRKN PRNP PTGS2 RAD51 RASA4 RASA4B RASAL1 RASGRP2 RTF2 RYR1 RYR3 SCN5A SERPINF1 SHH SLC11A1 SLC12A2 SLC12A3 SLC13A2 SLC13A5 SLC1A1 SLC25A23 SLC25A24 SLC34A1 SLC39A8 SLC40A1 SLC41A1 SLFN14 SMPD1 SMPD3 SNCA SPIDR STK39 SUMO1 SYT1 SYT10 SYT11 SYT12 SYT13 SYT15 SYT17 SYT2 SYT3 SYT4 SYT5 SYT6 SYT7 SYT8 SYT9 TF TFAP2A TFR2 TH TIGAR TIMELESS TLR9 TRAF2 TREX1 TRPM2 TSPO TUBA1A UCP2 WNT5A ZNF658 GOBP_CELLULAR_RESPONSE_TO_INSULIN_LIKE_GROWTH_FACTOR_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_INSULIN_LIKE_GROWTH_FACTOR_STIMULUS CCNA2 CRK FBN1 GHSR IGF1R ITGB3 SLC25A33 SYAP1 GOBP_CELLULAR_RESPONSE_TO_INSULIN_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_INSULIN_STIMULUS ADIPOQ ADIPOR1 AHSG AKT1 AKT2 AP3S1 APPL1 APPL2 ATP2B1 BAIAP2 BCAR1 BCAR3 BGLAP C1QTNF12 C2CD5 CAPN10 CAV2 CEACAM1 CFLAR CPEB1 CPEB2 CSRP3 CTSD CYFIP1 DENND4C DNAI1 ECHDC3 EEF2K EIF4EBP2 ENPP1 EPRS1 ERFE FBP1 FER FFAR3 FOXC2 FOXO1 FOXO4 FUT7 GAB1 GCK GCLC GHR GHRHR GHSR GKAP1 GNAI2 GOT1 GPLD1 GPR21 GPT GPT2 GRB10 GRB14 GRB2 GRB7 GSK3A GSK3B HDAC5 HDAC9 HMGCS2 HRAS IDE IGF1R IGF2 IGFBP1 IL1B INHBB INPP5K INS INSIG1 INSIG2 INSR INSRR IRS1 IRS2 IRS4 KANK1 KAT2B LEP LONP1 LPIN1 LPIN2 LPIN3 MAPK1 MAPK3 MIR103A1 MIR107 MIR1271 MIR15B MIR195 MSTN MTOR MYO1C MYO5A MZB1 NAMPT NCK1 NCL NCOA1 NCOA2 NCOA5 NDEL1 NR1H4 NUCKS1 OGT OSBPL8 OTOP1 PARP1 PAX6 PCK1 PCK2 PCSK9 PDE3B PDK2 PDK4 PDPK1 PHIP PID1 PIK3C2A PIK3CA PIK3R1 PIK3R2 PIK3R3 PIP4K2A PIP4K2B PIP4K2C PKLR PKM PLA2G1B PNPLA3 POU4F2 PPARG PRKAA1 PRKCB PRKCD PRKCI PRKCQ PRKCZ PRKDC PTPN1 PTPN11 PTPN2 PTPRA PTPRE RAB10 RAB13 RAB31 RAB8A RAF1 RARRES2 RB1 RBM4 RELA RHOQ RPE65 RPS6KB1 SELENOS SERPINA12 SESN3 SGCB SH2B2 SHC1 SIK2 SIRT1 SLC22A12 SLC25A33 SLC27A1 SLC27A4 SLC2A4 SLC2A8 SLC39A14 SLC9A1 SMARCC1 SNX5 SOCS1 SOCS3 SOGA1 SORBS1 SORL1 SOS1 SOS2 SP1 SRC SRD5A1 SREBF1 STAT1 STXBP4 SYAP1 TBC1D4 TNS2 TRARG1 TRIB3 TRIM72 TSC2 UCP2 USF1 USO1 VAMP2 VWA2 WDTC1 XBP1 YWHAG ZBTB7B ZDHHC7 ZFP36L1 ZNF106 ZNF592 GOBP_CELLULAR_RESPONSE_TO_INTERFERON_ALPHA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_INTERFERON_ALPHA AXL GAS6 GATA3 IFNAR1 PDE12 PYHIN1 RO60 TPR GOBP_CELLULAR_RESPONSE_TO_INTERFERON_BETA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_INTERFERON_BETA ACOD1 AIM2 CALM1 CAMK2A CAPN2 CDC34 HTRA2 IFI16 IFITM2 IFNAR1 IFNAR2 IFNB1 IRF1 IRGM MNDA NDUFA13 OAS1 PNPT1 PYDC5 PYHIN1 STAT1 STING1 TLR3 TREX1 TRIM6 UBE2G2 UBE2K GOBP_CELLULAR_RESPONSE_TO_INTERLEUKIN_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_INTERLEUKIN_1 ACOD1 ADAMTS12 ADAMTS7 AKAP12 ANKRD1 CACTIN CAMP CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL3 CCL3L1 CCL3L3 CCL4 CCL5 CCL7 CCL8 CD40 CD47 CX3CL1 CXCL8 DAB2IP EDN1 EGR1 FGB FGG GBP1 GBP2 GBP3 HAS2 HES1 HIF1A HYAL1 HYAL2 HYAL3 IKBKB IL17A IL1B IL1R1 IL1R2 IL1RAP IL1RL2 IL1RN IL6 INHBB IRAK1 IRAK2 IRAK3 IRAK4 KLF2 KMO MAP2K7 MAP3K7 MAPK11 MAPK13 MAPK3 MIR146A MIR21 MIR27A MIR766 MMP2 MYD88 MYLK3 NFKB1 NFKBIA NKX3-1 NLRP7 NR1D1 OTUD4 PCK1 PLCB1 PTGIS PYCARD RBMX RC3H1 RELA RORA RPS6KA4 RPS6KA5 SFRP1 SIRPA SOX9 ST18 TANK TNIP2 TOLLIP TRAF6 UPF1 USP10 VRK2 XCL1 XCL2 YY1 ZBP1 ZC3H12A ZNF675 GOBP_CELLULAR_RESPONSE_TO_IONIZING_RADIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_IONIZING_RADIATION ATM ATR BABAM2 BARD1 BCL2L1 BLM BRCA1 BRCA2 BRCC3 CCND2 CDKN1A CHEK2 CLOCK CRYAB ECT2 EEF1D EGR1 ELK1 FBXO4 FIGNL1 GADD45A GATA3 GRB2 GTF2H5 H2AX HRAS HSF1 HUS1 IFI16 INO80 INTS7 ITGB6 KDM1A KDM4D LIG4 MAP3K20 MAPK14 MDM2 MIR21 NET1 NIPBL NUCKS1 PRAP1 RAD1 RAD51 RAD51AP1 RAD9A RAD9B RHNO1 RHOB RPL26 SFRP1 SFRP2 SIRT1 SNAI2 SPIDR SWI5 TANK TLK2 TMEM109 TNKS1BP1 TP53 TP53BP1 TREX1 TSPYL5 WRN XRCC5 XRCC6 YAP1 ZMPSTE24 GOBP_CELLULAR_RESPONSE_TO_IRON_ION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_IRON_ION ATP7A B2M BMP6 HFE HMOX1 SLC40A1 TF TFAP2A TFR2 GOBP_CELLULAR_RESPONSE_TO_KETONE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_KETONE ACACA ACE ACOD1 ADAM15 ADCY1 ADCY2 ADCY3 ADCY5 ADCY6 ADCY8 AHR AIFM1 AKAP8 AKR1C2 AKR1C3 AKT1 AQP1 AR ASS1 ATP5F1A AXIN2 CASP9 CDK4 CFLAR CFTR CREB1 CYP1B1 DDIT4 DEFB104A DEFB104B EFNA5 EIF4E ELK1 FBP1 FBXO32 FDX1 FECH FOS GAS6 GJB2 GNAI1 GNB1 GNG2 GOLPH3 IGF1R JAK2 KLF2 KLF9 LARP1 MAP4K1 METTL21C MIR342 MSN MSTN NCF1 NCOA4 NPAS4 NR3C1 P2RY4 P2RY6 PARK7 PAX6 PCK1 PCK2 POSTN PRKAA1 PRKAA2 PRKCE PRKD1 PTGDR PTGER2 PTGER4 PTGFR RECQL5 ROCK2 RPS6KB1 RWDD1 SCNN1A SCNN1B SCNN1D SCNN1G SERPINF1 SFRP1 SGK1 SIRT1 SLC39A9 SLC5A5 SMYD3 SOX10 SP1 SPHK2 SPP1 SRC SRD5A1 TFAP4 TNC TNFSF4 TRERF1 UCP1 UGT3A2 USP8 VPS54 XRN1 GOBP_CELLULAR_RESPONSE_TO_LAMINAR_FLUID_SHEAR_STRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_LAMINAR_FLUID_SHEAR_STRESS ASS1 KLF2 KLF4 MAP2K5 MAPK7 MIR126 NFE2L2 SREBF2 GOBP_CELLULAR_RESPONSE_TO_LEAD_ION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_LEAD_ION ALAD ATP7A CLDN1 PTGS2 UCP2 GOBP_CELLULAR_RESPONSE_TO_LEPTIN_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_LEPTIN_STIMULUS ADIPOR1 BBS2 BBS4 CCNA2 FGB FGF23 GCK INHBB LEP LEPR MKKS MT3 NR4A3 PID1 SIRT1 STAT3 UGCG GOBP_CELLULAR_RESPONSE_TO_LEUCINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_LEUCINE EP300 KLHL22 LARS1 MTOR RPTOR RRAGD SESN1 SESN2 SESN3 STAMBPL1 UBR1 UBR2 GOBP_CELLULAR_RESPONSE_TO_LEUCINE_STARVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_LEUCINE_STARVATION ATF2 ATF4 EIF2AK4 GCN1 IMPACT LARS1 MTOR RNF167 RRAGB RRAGD SESN1 SESN2 SESN3 GOBP_CELLULAR_RESPONSE_TO_LIGHT_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_LIGHT_STIMULUS ACTR5 AIPL1 AKT2 AQP1 ATF4 ATR AURKB BAK1 BAX BMF CAMKMT CASP9 CDC25A CDKN1A CERS1 COPS9 CRB1 CREBBP CRIP1 CRY1 CRY2 CUL4A CUL4B DDB1 DDB2 DHX36 EIF2AK4 EIF2S1 EP300 ERCC1 ERCC4 GNAT1 GNB5 GPR52 GPR88 GRK1 GRK4 GRK7 GUCY2D GUCY2F H2AC25 HYAL1 HYAL2 HYAL3 INO80 KCNE1 KDM1A MAP3K20 MAPK11 MAPK13 MAPK14 MC1R MDM2 METTL3 MFAP4 MME MMP1 MMP2 MMP3 MMP9 MYC N4BP1 NEDD4 NFATC4 NLRP1 NMT1 NMT2 NOC2L NPM1 NSMCE3 OPN1LW OPN1MW OPN1MW2 OPN1MW3 OPN1SW OPN3 OPN4 OPN5 PARP1 PBK PCNA PIERCE1 PIK3R1 POLA1 POLD1 POLD3 POLH POLK PPID PRKCD PTPRK RBX1 RDH11 RGR RGS9 RHBDD1 RHNO1 RHO RP1 RPL26 RRH RS1 RUVBL2 SAG SDE2 SIRT1 SLC24A4 SMPD1 ST20 STK11 TAF1 TIMP1 TMEM161A TP53 TP53INP1 TREX1 TRIAP1 TRPM1 USP28 USP47 XPA XPC YY1 ZBTB1 GOBP_CELLULAR_RESPONSE_TO_LIPID https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_LIPID ABCA1 ABCB4 ABHD2 ABL1 ABL2 ACACA ACE ACOD1 ADAM15 ADAM9 ADAMTS13 ADCY1 ADCY2 ADCY3 ADCY5 ADCY6 ADCY8 ADTRP AHR AICDA AIFM1 AKAP8 AKR1C1 AKR1C2 AKR1C3 AKR1C4 AKT1 ALDH1A2 ANKRD1 ANXA1 AQP1 AR ARID1A ARID5A ASS1 ATM ATP1A1 ATP1A2 ATP1A3 ATP5F1A AXIN2 AXL BAD BCL10 BCL2L11 BCL2L2 BCR BGLAP BMAL1 BMP6 BPI BRCA1 BRINP1 BRINP2 BRINP3 CACTIN CALCOCO1 CALR CAMP CAPN2 CARD16 CARD17P CARD8 CARM1 CASP1 CASP7 CASP9 CASR CCDC62 CCL2 CCNA2 CCR5 CD14 CD180 CD274 CD36 CD40 CD55 CD6 CD68 CD80 CD86 CDC73 CDK19 CDK4 CEBPE CES1 CFLAR CFTR CHMP5 CLDN1 CLOCK CMPK2 CNOT1 CNOT2 CNOT9 COL1A1 CPS1 CPT1A CREB1 CRHBP CRY1 CRY2 CSF2 CSF3 CST11 CTR9 CTSG CX3CL1 CX3CR1 CXCL1 CXCL10 CXCL11 CXCL13 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 CYP1B1 CYP24A1 CYP26B1 CYP27B1 CYP7A1 CYP7B1 DAB2 DAB2IP DAG1 DAXX DDIT4 DDRGK1 DDX17 DDX5 DDX54 DEFA1 DEFA1B DEFA3 DEFA4 DEFA5 DEFA6 DEFB104A DEFB104B DEFB114 DEFB118 DGAT2 DNAAF4 DNAJA1 DYNAP EDN1 EDNRB EFNA5 EGFR EGLN2 EIF4E ELK1 EP300 EPHA3 EPHB2 ESR1 ESR2 ESRRA ESRRB ESRRG FAM107A FAM210B FBP1 FBXO32 FDX1 FECH FES FFAR2 FFAR3 FGF23 FGFR2 FKBP4 FLT3 FOS FOXA1 FOXH1 FOXP1 FZD10 FZD4 FZD7 GATA1 GBP2 GBP3 GBP5 GDAP1 GFER GFI1 GHRHR GHSR GIT1 GJB2 GJB3 GNAI1 GNB1 GNG2 GPBAR1 GPER1 GPLD1 GPR155 GRAMD1A GRAMD1B GRAMD1C GSK3A GSK3B GSTP1 H2AZ1 HADHB HAND2 HAVCR2 HCK HDAC1 HDAC2 HDAC5 HDAC6 HES1 HEYL HMGB1 HMGB2 HMGCS2 HNRNPD HNRNPU HOXA2 HSF1 HSPA1A HSPA1B HSPA8 HTRA2 ID3 IGF1R IL10 IL12B IL1A IL1B IL1F10 IL24 IL36A IL36B IL36G IL36RN IL37 IL6 INHBA INHBB INSIG1 INSIG2 IRAK1 IRAK2 IRAK3 IRAK4 IRF3 IRF8 IRGM IRS1 ISL1 ITGA2 JAK2 KANK2 KAT5 KCNK4 KCNMB1 KDM1A KDM3A KDM4C KDM5D KIF18A KLF9 KLRC4-KLRK1 KLRK1 KMO KMT2D LACRT LANCL2 LATS1 LBH LBP LCOR LDLR LDOC1 LEP LILRA2 LILRB1 LILRB2 LITAF LMO3 LPAR1 LPL LRP6 LRP8 LTF LTK LY86 LY96 LYN MALT1 MAP2K3 MAP2K7 MAP4K1 MAPK1 MAPK14 MAPK3 MAPK8 MED1 MEF2C MEIOSIN METTL21C MGARP MGST1 MIF MIR125B1 MIR128-1 MIR140 MIR146A MIR17 MIR182 MIR185 MIR187 MIR20A MIR21 MIR223 MIR224 MIR342 MIR433 MIR6869 MIR766 MIR92A1 MIR96 MLC1 MMP2 MMP3 MMP8 MMP9 MN1 MRC1 MSN MSTN MSX2 MT-ND3 MTDH MYB MYD88 MYOD1 MYOG NCF1 NCOA3 NCOA4 NCOR1 NCOR2 NDUFA13 NEDD4 NFKB1 NFKBIA NFKBIB NFKBIL1 NFKBIZ NKX3-1 NLRP3 NLRP7 NOD2 NODAL NOS2 NOS3 NPAS4 NPC1 NR0B1 NR1D1 NR1H3 NR1H4 NR2C1 NR2E1 NR2E3 NR3C1 NR3C2 NR4A3 NRIP1 NUGGC OPRK1 OR51E2 OSBPL7 OSR1 P2RY4 P2RY6 PABPN1 PADI2 PAF1 PAGR1 PAK1 PAQR7 PAQR8 PARK7 PARP1 PAX2 PAX6 PCK1 PCK2 PDCD1LG2 PDCD4 PDE3A PDE4B PDK3 PDK4 PENK PER1 PF4 PF4V1 PGR PGRMC2 PHB1 PHB2 PHC1 PHEX PIAS2 PID1 PIM1 PKN1 PLAA PLCB1 PLCG2 PLPP1 PLSCR3 PLSCR4 PMEPA1 POU4F1 POU4F2 PPARA PPARD PPARGC1B PPBP PPM1E PPP1R9B PRDX2 PRKAA1 PRKAA2 PRKCA PRKCE PRKD1 PRMT2 PRPF8 PTAFR PTCH1 PTGDR PTGER2 PTGER4 PTGES3 PTGFR PTK2B PTK6 PTK7 PTPN22 PYCARD RAMP3 RAN RARA RARG RBFOX2 RELA REST RET RHOA RHOXF1 RIPK2 RNF14 RNF6 ROCK2 RORA RORB RORC RPS6KB1 RUVBL2 RWDD1 RXRA RXRB RXRG SAFB SAFB2 SASH1 SBNO2 SCARB1 SCGB2A1 SCGB2A2 SCIMP SCNN1A SCNN1B SCNN1D SCNN1G SELENOS SERPINE1 SERPINF1 SETX SFRP1 SGK1 SHPK SIGIRR SIRPA SIRT1 SKP2 SLC39A9 SLC5A5 SLC6A4 SLC7A5 SMARCA4 SMARCD1 SMO SMYD3 SNAI2 SNW1 SOX10 SOX9 SPHK2 SPI1 SPON2 SPP1 SRARP SRC SRD5A1 SREBF1 SSTR1 SSTR2 SSTR3 SSTR4 SSTR5 STAP1 STC1 STRA8 STRN3 SYK TADA3 TAF7 TBX1 TBXA2R TCF21 TEAD2 TESC TFAP4 TFPI TICAM1 TICAM2 TIFAB TLR2 TLR4 TLR9 TMF1 TNC TNF TNFAIP3 TNFRSF1B TNFSF4 TNIP1 TNIP2 TNIP3 TP63 TRAF6 TREM2 TRERF1 TRIB1 TRIM24 TRIM41 TRIM5 TRIM68 TRIP4 TSPO TWF2 UBA5 UBE2L3 UBE3A UBR5 UCP1 UFL1 UFM1 UFSP2 UGT1A1 UPF1 URI1 USP26 USP8 VDR VIM VPS11 VPS18 VPS54 WBP2 WNT10B WNT11 WNT2 WNT3 WNT3A WNT5A WNT5B WNT6 WNT7B WNT8B WNT9A WNT9B XBP1 XRCC5 YAP1 YES1 YWHAH ZBTB7A ZC3H12A ZDHHC7 ZFP36 ZFP36L1 ZFP36L2 ZMIZ1 ZNF35 ZNF366 ZNF703 ZNF764 GOBP_CELLULAR_RESPONSE_TO_LIPOPROTEIN_PARTICLE_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_LIPOPROTEIN_PARTICLE_STIMULUS ABCA1 ABCG1 ABCG4 ADAM17 ADTRP AKT1 APOE CASR CD36 CD68 CD81 CD9 CDH13 CES1 FCER1G FGF21 GAS5 ITGB1 ITGB2 LDLR LPL MIA3 MIR135A1 MIR146A MIR20A MIR302A MIR4286 MIR758 MIR92A1 MYD88 NPC1 PPARG SMPD3 SOCS5 SREBF2 SYK TGFB1 TICAM1 TLR4 TLR6 TREM2 TXNIP GOBP_CELLULAR_RESPONSE_TO_LUTEINIZING_HORMONE_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_LUTEINIZING_HORMONE_STIMULUS CCNA2 CYP1B1 EDN1 EDNRA LHCGR GOBP_CELLULAR_RESPONSE_TO_L_GLUTAMATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_L_GLUTAMATE AMIGO1 BAIAP2 BCL11A FYN HPCA GOBP_CELLULAR_RESPONSE_TO_MACROPHAGE_COLONY_STIMULATING_FACTOR_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_MACROPHAGE_COLONY_STIMULATING_FACTOR_STIMULUS CSF1 CSF1R DCSTAMP DOK1 FER MST1R PDE1B PDE2A PTPN2 STAP1 TLR2 TLR4 TREM2 GOBP_CELLULAR_RESPONSE_TO_MAGNESIUM_ION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_MAGNESIUM_ION ANK3 FBP1 KCNA1 RYR3 SLC41A1 SLFN14 SMPD3 GOBP_CELLULAR_RESPONSE_TO_MANGANESE_ION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_MANGANESE_ION ATF4 ATP13A2 BACE1 EIF2AK3 EIF2S1 HSP90B1 LRRK2 PRKN SLFN14 TH GOBP_CELLULAR_RESPONSE_TO_MECHANICAL_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_MECHANICAL_STIMULUS ANKRD1 AQP1 ATP1A2 BAD BAG3 BAK1 BCL10 BMP6 BNIP3 CASP1 CASP2 CASP5 CASP8 CASP8AP2 CD40 CHEK1 CNN2 COL1A1 CRADD DAG1 ENG F11R FADD FAS FGF2 GADD45A GCLC HABP4 IGF1R IL13 IL1B IL33 IRF1 ITGA2 ITGB3 KCNJ2 KCNK4 LTBR MAG MAP2K4 MAP3K1 MAP3K14 MAP3K2 MAPK3 MAPK8 MTPN MYD88 NFKB1 PDE2A PIEZO1 PIEZO2 PLEC PTGER4 PTGS2 SCX SLC2A1 SLC38A2 SLC9A1 SOX9 TLR3 TLR4 TLR5 TLR7 TLR8 TMEM150C TMEM87A TNFRSF10A TNFRSF10B TNFRSF1A TNFRSF8 TNFSF14 WNT11 GOBP_CELLULAR_RESPONSE_TO_MINERALOCORTICOID_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_MINERALOCORTICOID_STIMULUS ACE AIFM1 EDN1 GPER1 IGF1R NPAS4 RAN SCNN1A SCNN1B SCNN1D SCNN1G SGK1 GOBP_CELLULAR_RESPONSE_TO_MURAMYL_DIPEPTIDE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_MURAMYL_DIPEPTIDE ARHGEF2 CHMP5 LDOC1 NOD1 NOD2 PTPN22 RIPK2 TRIM41 VIM GOBP_CELLULAR_RESPONSE_TO_NICOTINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_NICOTINE B2M BAD CHRNA2 NFKB1 NTRK1 RELA TH TNF GOBP_CELLULAR_RESPONSE_TO_NITROGEN_COMPOUND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_NITROGEN_COMPOUND AANAT ABCC1 ABL1 ACHE ACTA1 ACTB ACTN2 ADCY5 ADCY6 ADCY8 ADIPOQ ADIPOR1 ADRB2 AGER AGRN AGT AGTR1 AGTR2 AGTRAP AHCYL1 AHR AHSG AIFM1 AKAP6 AKAP9 AKT1 AKT2 ALK AMIGO1 ANO1 AOC1 AP3S1 APLP1 APP APPL1 APPL2 AQP1 AQP8 AQP9 ARHGEF2 ARID1B ARRB2 ASS1 ATF2 ATP1A3 ATP2B1 ATP2B4 ATP5F1A ATP7A ATRX BACE1 BAIAP2 BCAR1 BCAR3 BCL11A BCL2L1 BCL2L2 BGLAP BLM BMT2 BRCA1 BRIP1 C1QTNF12 C2CD5 CA2 CACNA1A CACNA1S CACNA2D1 CACNB1 CALY CAMK2A CAMP CAPN10 CAPN2 CASP3 CASP4 CASP6 CASP7 CASQ2 CASR CASTOR1 CASTOR2 CASTOR3P CAV1 CAV2 CAV3 CCNA2 CD36 CDC6 CDH1 CDK2 CDK5 CDK5R1 CEACAM1 CEBPB CFLAR CFTR CGAS CHEK1 CHMP5 CHRM1 CHRM2 CHRM3 CHRM4 CHRM5 CHRNA3 CHRNA7 CHRNB2 CHRND CIB2 COL16A1 COL1A1 COL1A2 COL3A1 COL4A1 COL4A6 COL5A2 COL6A1 COLEC12 CPEB1 CPEB2 CPEB3 CPEB4 CPS1 CRHBP CRHR1 CRHR2 CRK CRKL CSH1 CSH2 CSHL1 CSK CSRP3 CTNNA1 CTNNB1 CTSD CUL3 CXCR4 CYBB CYFIP1 CYP11A1 CYP11B1 CYP11B2 CYP1B1 DAXX DDI1 DDI2 DDR2 DDX11 DEFB124 DENND4C DHX9 DIAPH1 DMTN DNAI1 DNMT1 DNMT3A DPEP1 DRD1 DRD2 DRD3 DRD4 DRD5 DTNBP1 ECHDC3 EDN1 EDNRA EEF2K EGFR EGR1 EHMT2 EIF4EBP2 ENPP1 EP300 EPG5 EPHA4 EPHB2 EPRS1 ERFE EZH2 EZR FBN1 FBP1 FCGR2B FDX1 FER FFAR3 FGF21 FLNA FLOT1 FOLR1 FOLR2 FOS FOXC2 FOXO1 FOXO4 FPR2 FUT7 FYN GAB1 GABRB1 GABRB2 GABRB3 GABRG2 GATA1 GCG GCGR GCK GCLC GCLM GDF15 GFER GH1 GH2 GHR GHRHR GHRL GHSR GJA1 GJB2 GKAP1 GLP1R GLP2R GLRA1 GLRA2 GNA11 GNA14 GNA15 GNAI2 GNAI3 GNAO1 GNAQ GNAS GNAZ GNB1 GNB5 GNG2 GNRHR GNRHR2 GOLPH3 GOT1 GPD1 GPER1 GPLD1 GPR173 GPR21 GPT GPT2 GRB10 GRB14 GRB2 GRB7 GRIA1 GRIN1 GRIN2A GRK2 GRM5 GSK3A GSK3B GSTM2 GUCY1B1 HCN1 HCN2 HCN3 HCN4 HDAC2 HDAC5 HDAC9 HMGCS2 HNRNPD HPCA HRAS HRH1 HRH2 HRH3 HRH4 HSF1 HSP90B1 HTR1A HTR1B HTR1D HTR1E HTR1F HTR2A HTR2B HTR2C HTR3A HTR3B HTR3C HTR3D HTR3E HTR4 HTR5A HTR6 HTR7 ICAM1 IDE IFIH1 IFIT1 IFNB1 IGF1 IGF1R IGF2 IGFBP1 IGFBP5 IL1B INHBA INHBB INPP5K INS INSIG1 INSIG2 INSR INSRR IPO5 IRF3 IRS1 IRS2 IRS4 ITGA4 ITGB3 ITPR1 ITPR2 JAK1 JAK2 JAK3 JUP KANK1 KAT2B KCNC2 KCNE1 KCNQ1 KDM1A KLF1 KLF11 KLF15 KLF16 KLF2 KLF3 KLHL22 LAMTOR1 LAMTOR2 LAMTOR3 LAMTOR4 LAMTOR5 LARGE1 LARP1 LARS1 LDOC1 LEP LEPROT LEPROTL1 LGMN LHCGR LONP1 LPIN1 LPIN2 LPIN3 LRP1 LRRK2 LY6G6D LY6H LYN LYPD1 MAP1B MAP3K5 MAP3K7 MAPK1 MAPK13 MAPK3 MAS1 MAS1L MAVS MAX MBD5 MDM2 MECP2 MEF2C MGARP MIR103A1 MIR106B MIR107 MIR1271 MIR140 MIR143 MIR145 MIR146A MIR15B MIR195 MIR200A MIR224 MIR342 MIR421 MIR455 MIR545 MIR762 MIR95 MIR98 MIRLET7F1 MMP2 MMP3 MSTN MTOR MTR MUL1 MYO1C MYO5A MZB1 NAMPT NCK1 NCL NCOA1 NCOA2 NCOA5 NCSTN NDEL1 NEURL1 NFE2L2 NFKB1 NGFR NHERF1 NKX6-1 NOD1 NOD2 NONO NPM1 NPPC NPR2 NR1H4 NR4A1 NR4A2 NR4A3 NSG1 NSG2 NSMCE3 NSMF NTRK1 NTRK2 NUCKS1 OGT OPRM1 OSBPL8 OTOP1 P2RX3 P2RX4 P2RX7 P2RY1 P2RY11 P2RY12 P2RY2 P2RY4 P2RY6 PALM PARP1 PAX6 PCK1 PCK2 PCSK9 PDE12 PDE2A PDE3A PDE3B PDE4B PDGFC PDGFD PDGFRA PDK2 PDK4 PDPK1 PDXP PENK PHIP PID1 PIK3C2A PIK3CA PIK3CG PIK3R1 PIK3R2 PIK3R3 PIP4K2A PIP4K2B PIP4K2C PKD2 PKLR PKM PLA2G1B PLCB1 PNPLA3 POU4F2 PPARG PPP1R1B PPP1R9B PPP3CA PQBP1 PRKAA1 PRKACA PRKAR1A PRKCA PRKCB PRKCD PRKCI PRKCQ PRKCZ PRKD1 PRKDC PRKN PRMT5 PRNP PSEN1 PTAFR PTGER1 PTGS2 PTK2 PTPN1 PTPN11 PTPN2 PTPN22 PTPRA PTPRE PXN RAB10 RAB13 RAB31 RAB8A RAD51 RAF1 RALB RANGAP1 RAP1A RAP1B RAP1BL RAP1GDS1 RAPGEF1 RAPGEF2 RAPGEF3 RARRES2 RB1 RBM4 RBX1 RECQL5 RELA RGS10 RGS4 RGS8 RHOQ RIGI RIOK3 RIPK2 ROCK1 ROCK2 RPE65 RPL23 RPS6KB1 RPTOR RRAGA RRAGB RRAGC RRAGD RTF2 RYR1 RYR2 RYR3 SCNN1A SCNN1B SCNN1D SCNN1G SELENON SELENOS SERPINA12 SESN1 SESN2 SESN3 SFRP1 SGCB SH2B2 SH3BP4 SHC1 SHMT1 SHOC2 SIK2 SIN3A SIRT1 SIRT2 SIX1 SLC1A1 SLC1A2 SLC1A3 SLC22A12 SLC25A33 SLC26A3 SLC26A6 SLC27A1 SLC27A4 SLC2A4 SLC2A8 SLC30A10 SLC34A1 SLC38A9 SLC39A14 SLC5A5 SLC6A4 SLC7A5 SLC8A1 SLC9A1 SLIT2 SLURP2 SMARCC1 SMPD3 SNCA SNX5 SNX6 SOCS1 SOCS2 SOCS3 SOGA1 SORBS1 SORL1 SOS1 SOS2 SOX9 SP1 SPAAR SPIDR SPINK1 SRC SRD5A1 SREBF1 SSH1 STAMBPL1 STAT1 STAT3 STAT5A STAT5B STAT6 STC1 STING1 STXBP4 SULT1A3 SULT1A4 SYAP1 TAF1 TBC1D4 TGM2 TH TIMELESS TLR3 TLR4 TLR6 TLR9 TMEM38A TMEM38B TNF TNS2 TOP2B TP53 TRAF2 TRARG1 TREM2 TREX1 TRIB3 TRIM41 TRIM72 TRPM2 TRPM4 TRPV1 TSC2 TSHR TYK2 UBR1 UBR2 UCP2 UMODL1 UROS USF1 USO1 VAMP2 VCAM1 VIM VPS35 VWA2 WDTC1 WNT1 WNT10B WT1 XBP1 XRN1 YWHAG ZBTB7B ZCCHC3 ZDHHC7 ZEB1 ZFP36L1 ZNF106 ZNF592 GOBP_CELLULAR_RESPONSE_TO_NITROGEN_STARVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_NITROGEN_STARVATION ATG5 ATG7 BECN1 BECN2 GABARAP GABARAPL1 GABARAPL2 GABARAPL3 MAP1LC3A MAP1LC3B MAP1LC3B2 MAP1LC3C GOBP_CELLULAR_RESPONSE_TO_NITROSATIVE_STRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_NITROSATIVE_STRESS ATG5 ATM DDIT3 DNAJA1 PARK7 STOX1 GOBP_CELLULAR_RESPONSE_TO_NUTRIENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_NUTRIENT BGLAP BMT2 BRIP1 CASR CDKN2B COL1A1 CSNK1A1 CYP24A1 CYP27B1 FES FGF23 FOLR1 FOLR2 FOXA2 GAS6 GDAP1 KANK2 KAT2B LEP LPL MDM2 MED1 MIR125B1 MLXIPL MN1 MTOR NCOA1 NR1H4 OGT PDK2 PENK PHEX PIM1 PLD1 POSTN RPS6KB1 RXRA RXRB SFRP1 SNAI2 SNW1 SRF TNC TRIM24 USF1 USF2 VDR XBP1 GOBP_CELLULAR_RESPONSE_TO_ORGANIC_CYCLIC_COMPOUND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_ORGANIC_CYCLIC_COMPOUND AANAT ABCA1 ABCB4 ABHD2 ABL1 ACE ACOD1 ACTB ADCY1 ADCY2 ADCY3 ADCY5 ADCY6 ADCY8 ADIPOQ ADTRP AHR AIFM1 AKAP6 AKAP9 AKR1C3 ALK ALPL ANXA1 AOC1 APLP1 AQP1 AQP8 AQP9 AR ARID1A ARL6IP5 ARRB2 ASS1 ATP1A1 ATP1A2 ATP1A3 ATP2B4 ATP5F1A AXIN2 BCL2L11 BCL2L2 BGLAP BLM BMAL1 BMP2 BRCA1 BTRC CACNA1S CALCOCO1 CALR CALY CARM1 CASP3 CASP6 CASP7 CASP8 CASP9 CASQ2 CASR CAV1 CAV2 CCDC62 CCNA2 CDH1 CDK1 CDK4 CDKN1B CEBPA CES1 CFLAR CFTR CGAS CHEK1 CHRM1 CHRM2 CHRM3 CHRM4 CHRM5 CIB2 CLOCK CNOT1 CNOT2 CNOT9 COL1A1 COLEC12 CPS1 CREB1 CRHBP CRY1 CRY2 CST11 CTNNA1 CTNNB1 CYP1A1 CYP1B1 CYP24A1 CYP27B1 CYP7A1 CYP7B1 DAB2 DAG1 DAXX DDIT4 DDRGK1 DDX17 DDX5 DDX54 DEFA1 DEFA1B DEFA3 DHX9 DIAPH1 DMTN DNAAF4 DNAJA1 DNMT1 DNMT3A DRD1 DRD2 DRD3 DRD4 DRD5 DTNBP1 DYNAP EDN1 EEF2K EFNA5 EGFR EGLN2 EGR1 EHMT2 EIF4E ELK1 EP300 EPG5 ESR1 ESR2 ESRRA ESRRB ESRRG EZH2 EZR FAM107A FAM210B FBP1 FBXO32 FDX1 FECH FES FGF23 FKBP4 FLNA FLOT1 FLT3 FOLR1 FOLR2 FOXA1 FOXF1 FOXH1 FOXP1 GABRB1 GABRB2 GABRB3 GABRG2 GATA1 GCLC GCLM GDAP1 GHRHR GJB2 GNA11 GNA14 GNA15 GNAI1 GNAI3 GNAO1 GNAQ GNAS GNAZ GNB1 GNB5 GNG2 GOLPH3 GPBAR1 GPD1 GPER1 GPLD1 GPR155 GRAMD1A GRAMD1B GRAMD1C GRIA1 GSK3A GSK3B GSTM2 H2AZ1 HAND2 HCN1 HCN2 HCN3 HCN4 HDAC1 HDAC2 HDAC6 HEYL HMGCS2 HNRNPD HNRNPU HRH1 HRH2 HRH3 HRH4 HSF1 HSP90B1 HSPA1A HSPA1B HSPA8 HTR1A HTR1B HTR1D HTR1E HTR1F HTR2A HTR2B HTR2C HTR3A HTR3B HTR3C HTR3D HTR3E HTR4 HTR5A HTR6 HTR7 ID3 IFIH1 IFIT1 IFNB1 IGF1R IGFBP5 IL10 INHBA INHBB INPP5K INSIG1 INSIG2 IRF3 ISL1 ITGA2 ITGA6 ITPR2 JAK2 JUP KANK2 KAT5 KCNE1 KCNMB1 KCNQ1 KDM1A KDM3A KDM4C KDM5D KIF18A KLF16 KLF2 KLF9 KMT2D LARP1 LATS1 LBH LCOR LEP LMO3 LRP6 LRP8 LRRK2 MAPK1 MAVS MBD2 MDM2 MECP2 MED1 MEF2C METTL21C MGARP MIR125B1 MIR182 MIR185 MIR21 MIR342 MIR96 MLC1 MMP2 MN1 MSN MSR1 MSTN MSX2 MT-ND3 MUL1 MYOD1 MYOG NAGLU NCF1 NCOA3 NCOA4 NCOR1 NCOR2 NCSTN NEDD4 NFKB1 NHERF1 NKX3-1 NOD2 NODAL NPAS4 NPC1 NPM1 NPR2 NR0B1 NR1D1 NR1H4 NR2C1 NR2E1 NR2E3 NR3C1 NR3C2 NR4A3 NRIP1 NSG1 NSG2 OPRM1 OR51E2 OSBPL7 P2RX3 P2RX4 P2RX7 P2RY1 P2RY11 P2RY12 P2RY13 P2RY2 P2RY4 P2RY6 PADI2 PAGR1 PAK1 PAK2 PAK3 PAK4 PALM PAQR7 PAQR8 PARK7 PARP1 PCK1 PCK2 PDE12 PDE2A PDE3A PDE4B PDGFB PDXP PENK PER1 PGR PGRMC2 PHB1 PHB2 PHEX PIAS2 PIK3CG PIM1 PKD2 PKLR PKN1 PLA2G4F PLCB1 PLPP1 PMEPA1 PNPLA3 POU4F1 POU4F2 PPARA PPARD PPARGC1B PPP1R1B PPP1R9B PQBP1 PRKACA PRKD1 PRKN PRMT2 PRMT5 PTAFR PTCH1 PTGER1 PTGES3 PTGS2 RAD51 RAE1 RALB RAMP3 RAN RAP1A RAP1B RAP1BL RAPGEF1 RAPGEF2 RAPGEF3 RBFOX2 RECQL5 REST RGS4 RGS8 RHOA RHOXF1 RIGI RIOK3 RNF14 RNF6 ROCK2 RORA RORC RPS6KB1 RUVBL2 RWDD1 RXRA RXRB RXRG RYR1 RYR2 RYR3 SAFB SAFB2 SCGB2A1 SCGB2A2 SCNN1A SCNN1B SCNN1D SCNN1G SELENON SERPINF1 SFRP1 SGK1 SIN3A SIRT1 SIRT2 SIX1 SKP2 SLC16A1 SLC1A1 SLC1A2 SLC1A3 SLC26A3 SLC26A6 SLC34A1 SLC39A9 SLC46A3 SLC5A5 SLC6A4 SLC8A1 SLC9A1 SMAD1 SMAD5 SMARCA4 SMO SMYD3 SNAI2 SNCA SNW1 SOX10 SP1 SP5 SPIDR SPP1 SRARP SRC SRD5A1 SSH1 SSTR1 SSTR2 SSTR3 SSTR4 SSTR5 STAT1 STC1 STING1 STRN3 SULT1A3 SULT1A4 TADA3 TAF1 TAF7 TCF21 TFAP4 TFPI TGM2 TIPARP TLR3 TLR9 TMEM38A TMEM38B TMF1 TNC TOP2B TP63 TRERF1 TRIM24 TRIM68 TRIP4 TRPM2 TRPM4 TRPV1 UBA5 UBE2L3 UBE3A UBR5 UCP1 UFL1 UFM1 UFSP2 UGT1A1 UGT3A2 URI1 USP26 USP8 VDR VPS11 VPS18 VPS35 VPS54 WBP2 WNT10B WT1 XRN1 YAP1 YWHAH ZBTB7A ZC3H12A ZCCHC3 ZDHHC7 ZFP36 ZFP36L1 ZFP36L2 ZMIZ1 ZNF366 ZNF703 ZNF764 GOBP_CELLULAR_RESPONSE_TO_OSMOTIC_STRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_OSMOTIC_STRESS AKR1B1 AQP1 AQP5 ARHGEF2 BAD BDKRB2 CAB39 CAPN3 CASP1 CASP3 CLN3 DDX3X EFHD1 EPO FBP1 LETM1 LRRC8C LRRC8D LRRC8E MICU1 MLST8 MTOR MYLK NFAT5 NLK NLRP3 OXSR1 PCK1 PKD2 PTGS2 PYCARD RCSD1 RELB RPTOR SCN2A SERPINB6 SLC12A6 SLC25A23 SLC2A1 SLC2A4 SLC4A11 STK39 TIFAB TRPV4 TSPO USP15 WNK1 WNK3 XRCC5 XRCC6 YBX3 ZFAND1 ZFP36L1 GOBP_CELLULAR_RESPONSE_TO_OXIDATIVE_STRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_OXIDATIVE_STRESS ABCC1 ABCD1 ABL1 ADPRS AGAP3 AIF1 AIFM1 AIFM2 AKT1 ALDH3B1 ALOX5 ANKRD2 ANKZF1 ANXA1 APOA4 AQP1 ARL6IP5 ARNT ATF2 ATF4 ATM ATP13A2 ATP2A2 ATP7A AXL BECN1 BMAL1 BMP7 BNIP3 BRF2 BTK CAMKK2 CAT CBX8 CCS CD36 CDK1 CHCHD2 CHUK CPEB2 CRYGD CYP1B1 DAPK1 DDR2 DHFR DHFRP1 DHRS2 ECT2 EDN1 EDNRA EGFR EIF2S1 EPAS1 ERCC6L2 ERMP1 ERN1 ETV5 EZH2 FABP1 FANCC FANCD2 FBLN5 FER FOS FOXO1 FOXO3 FOXP1 FUT8 FXN FYN G6PD GAS5 GCH1 GJB2 GLRX2 GPR37 GPR37L1 GPX1 GPX5 GPX7 GPX8 GSR H19 HDAC2 HDAC6 HGF HIF1A HM13 HMOX1 HSF1 HSPA1A HSPA1B HTRA2 IL18BP IL18RAP IL6 JUN KAT2B KDM6B KEAP1 KLF2 LONP1 LRRK2 MAP1LC3A MAP2K4 MAP3K5 MAPK1 MAPK13 MAPK3 MAPK7 MAPK8 MAPK9 MAPKAP1 MAPT MDM2 MEAK7 MET MGAT3 MGST1 MIR103A1 MIR107 MIR132 MIR133A1 MIR135A1 MIR17 MIR21 MIR34A MIR675 MIR92A1 MIRLET7B MMP2 MMP3 MMP9 MPO MPV17 MPV17L MPV17L2 MSRA MT3 MYB NAGLU NCF1 NCOA7 NET1 NFE2L2 NME8 NOS3 NQO1 NR4A2 NUDT2 OSER1 OXR1 PARK7 PARP1 PAWR PAX2 PCGF2 PCNA PDCD10 PDGFD PDGFRA PDK2 PENK PEX10 PEX12 PEX13 PEX14 PEX2 PEX5 PINK1 PJVK PKD2 PLA2R1 PLEKHA1 PNPLA8 PNPT1 PPARGC1A PPARGC1B PPIA PPIF PRDX1 PRDX2 PRDX3 PRDX5 PRKAA1 PRKAA2 PRKCD PRKD1 PRKN PRKRA PRR5L PTPRK PXN PYCR1 PYCR2 PYROXD1 RACK1 RAD52 RBM11 RELA RHOB RIPK1 RIPK3 ROMO1 RPS3 RWDD1 SELENON SELENOS SESN2 SETX SIN3A SIRPA SIRT1 SIRT2 SLC1A1 SLC25A14 SLC25A24 SLC4A11 SLC7A11 SMPD3 SNCA SOD1 SOD2 SOD3 SPHK1 SQSTM1 SRC SRXN1 STAT6 STAU1 STAU2 STK25 STX2 STX4 SUMO4 TBC1D24 TMEM161A TMIGD1 TNFAIP3 TOP2B TP53 TP53INP1 TPM1 TRAP1 TREX1 TRPA1 TRPM2 TXN UCP1 VKORC1L1 VRK2 WNT16 ZC3H12A ZFAND1 ZNF277 ZNF580 GOBP_CELLULAR_RESPONSE_TO_OXIDISED_LOW_DENSITY_LIPOPROTEIN_PARTICLE_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_OXIDISED_LOW_DENSITY_LIPOPROTEIN_PARTICLE_STIMULUS ADTRP AKT1 CD36 CD68 MIA3 MIR146A MIR20A MYD88 SMPD3 TICAM1 TLR4 TLR6 TREM2 TXNIP GOBP_CELLULAR_RESPONSE_TO_OXYGEN_CONTAINING_COMPOUND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_OXYGEN_CONTAINING_COMPOUND AANAT ABCA1 ABCA12 ABCB4 ABCC1 ABCC8 ABL1 ABL2 ACACA ACE ACER1 ACHE ACOD1 ACTB ACTN2 ADAM15 ADAM9 ADAMTS13 ADCY1 ADCY2 ADCY3 ADCY5 ADCY6 ADCY7 ADCY8 ADD1 ADGRV1 ADH4 ADH5 ADIPOQ ADIPOR1 ADPRS ADRA2A ADRB2 AGAP3 AGER AGRN AGT AGTR1 AGTR2 AGTRAP AHCYL1 AHR AHSG AICDA AIFM1 AKAP6 AKAP8 AKAP9 AKR1A1 AKR1B10 AKR1C1 AKR1C2 AKR1C3 AKR1C4 AKT1 AKT2 ALDH1A1 ALDH1A2 ALK ALOX15 ALOX5AP AMIGO1 ANKRD1 ANKZF1 ANO1 ANXA1 AOC1 AP3S1 APLP1 APOA4 APP APPL1 APPL2 AQP1 AQP2 AQP8 AQP9 AR ARHGEF2 ARID1B ARID5A ARRB2 ASS1 ATM ATP1A3 ATP2B1 ATP2B4 ATP5F1A ATP7A AVPR1A AXIN2 AXL BACE1 BAD BAIAP2 BAIAP3 BCAR1 BCAR3 BCL10 BCL11A BCL2L1 BCL2L2 BCR BECN1 BGLAP BLM BMP6 BMP7 BMT2 BNIP3 BPI BRAF BRCA1 BRINP1 BRINP2 BRINP3 BRIP1 BRSK2 BTK C1QTNF12 C2CD2L C2CD5 CA2 CACNA1A CACNA1H CACNA2D1 CACNB1 CACTIN CALCRL CALR CALY CAMK2A CAMK2D CAMKK2 CAMP CAPN10 CAPN2 CAPN3 CARD16 CARD17P CARD8 CARF CASP1 CASP4 CASP7 CASP9 CASR CASTOR1 CASTOR2 CASTOR3P CAT CAV1 CAV2 CBX8 CCDC186 CCDC62 CCL2 CCNA2 CCR5 CCS CD14 CD180 CD274 CD36 CD40 CD55 CD6 CD68 CD80 CD86 CDC6 CDC73 CDH1 CDK1 CDK16 CDK19 CDK2 CDK4 CDK5 CDK5R1 CDKN1B CEACAM1 CEBPA CEBPB CEBPE CERS1 CES1 CFLAR CFTR CHMP5 CHP2 CHRM1 CHRM2 CHRM3 CHRM4 CHRM5 CHRNA3 CHRNA7 CHRNB2 CHRND CHUK CIB2 CLDN1 CLEC7A CLIC4 CLTRN CMA1 CMPK2 COL16A1 COL1A1 COL1A2 COL3A1 COL4A1 COL4A6 COL5A2 COL6A1 COLEC12 CPB2 CPEB1 CPEB2 CPEB3 CPEB4 CPNE1 CPNE2 CPNE3 CPNE4 CPNE5 CPNE6 CPNE7 CPNE8 CPNE9 CPS1 CPT1A CREB1 CRHBP CRHR1 CRHR2 CRK CRKL CRYGD CSF2 CSF3 CSH1 CSH2 CSHL1 CSK CSRP3 CTNNA1 CTNNB1 CTR9 CTSD CTSG CUL3 CX3CL1 CX3CR1 CXCL1 CXCL10 CXCL11 CXCL13 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 CYBB CYFIP1 CYP11A1 CYP11B1 CYP11B2 CYP1B1 CYP24A1 CYP26B1 CYP27B1 CYP7A1 DAB2IP DAG1 DAPK1 DDIT4 DDR2 DDX11 DEFA1 DEFA1B DEFA3 DEFA4 DEFA5 DEFA6 DEFB104A DEFB104B DEFB114 DEFB118 DEFB124 DENND4C DGAT2 DHFR DHFRP1 DHX36 DLG2 DLG4 DMTN DNAI1 DNMT1 DNMT3A DPEP1 DRD1 DRD2 DRD3 DRD4 DRD5 DTNBP1 DYNAP ECHDC3 ECT2 EDN1 EDNRA EDNRB EEF2K EFNA5 EGFR EGR1 EHMT2 EIF4E EIF4EBP2 ELK1 ENPP1 ENSG00000290147 ENY2 EP300 EPHA3 EPHA4 EPHA5 EPHB2 EPRS1 ERCC6L2 ERFE ERN1 ESD ESR1 ESR2 EZH2 EZR FABP1 FABP4 FAM210B FANCC FBLN5 FBN1 FBP1 FBXO32 FCGR2B FDX1 FECH FER FES FFAR2 FFAR3 FGF21 FGF23 FGFR2 FKBP1B FLNA FOLR1 FOLR2 FOS FOSB FOXA2 FOXC2 FOXO1 FOXO4 FOXP1 FPR2 FUT7 FXN FYN FZD10 FZD4 FZD7 GAB1 GAS6 GATA1 GATA4 GBP2 GBP3 GBP5 GCG GCGR GCH1 GCK GCLC GCLM GDAP1 GDF15 GFER GFI1 GH1 GH2 GHR GHRHR GHRL GHSR GIT1 GJA1 GJB2 GJB3 GJB6 GKAP1 GLP1R GLP2R GLRA1 GLRA2 GLRX2 GNA11 GNA14 GNA15 GNAI1 GNAI2 GNAI3 GNAO1 GNAQ GNAS GNAZ GNB1 GNB5 GNG2 GNRHR GNRHR2 GOLPH3 GOT1 GPBAR1 GPD1 GPER1 GPLD1 GPR155 GPR173 GPR21 GPR27 GPR37 GPR37L1 GPR68 GPT GPT2 GPX1 GRAMD1A GRAMD1B GRAMD1C GRB10 GRB14 GRB2 GRB7 GRIA1 GRIN1 GRIN2A GRK2 GRM5 GSK3A GSK3B GSTP1 GUCA1A GUCY1B1 H19 H2AZ1 HADHB HAND2 HAVCR2 HCK HCN1 HCN2 HCN3 HCN4 HDAC2 HDAC5 HDAC6 HDAC9 HES1 HGF HIF1A HLA-DRB1 HMGB1 HMGB2 HMGCS2 HNRNPD HOXA2 HPCA HRAS HRH1 HRH2 HRH3 HRH4 HSF1 HSP90B1 HTR1A HTR1B HTR1D HTR1E HTR1F HTR2A HTR2B HTR2C HTR3A HTR3B HTR3C HTR3D HTR3E HTR4 HTR5A HTR6 HTR7 HTRA2 ICAM1 ID3 IDE IGF1 IGF1R IGF2 IGFBP1 IGFBP5 IL10 IL12B IL18BP IL18RAP IL1A IL1B IL1F10 IL24 IL36A IL36B IL36G IL36RN IL37 IL6 INHBA INHBB INPP5K INS INSIG1 INSIG2 INSR INSRR IP6K2 IPO5 IQGAP1 IRAK1 IRAK2 IRAK3 IRAK4 IRF3 IRF8 IRGM IRS1 IRS2 IRS4 ITGA2 ITGA4 ITGB3 ITPKA ITPKB ITPKC ITPR1 ITPR2 JAGN1 JAK1 JAK2 JAK3 JUN JUNB JUND JUP KANK1 KANK2 KAT2B KAT5 KCNB1 KCNC2 KCNE1 KCNH1 KCNJ10 KCNK4 KCNMB1 KCNQ1 KCNQ3 KDM1A KDM6B KIF18A KLF1 KLF11 KLF15 KLF16 KLF2 KLF3 KLF7 KLF9 KLHL22 KLRC4-KLRK1 KLRK1 KMO LACRT LAMTOR1 LAMTOR2 LAMTOR3 LAMTOR4 LAMTOR5 LANCL2 LARGE1 LARP1 LARS1 LBP LCE1D LCOR LDLR LDOC1 LEP LEPROT LEPROTL1 LGMN LHCGR LIG4 LILRA2 LILRB1 LILRB2 LIN28A LITAF LONP1 LPAR1 LPIN1 LPIN2 LPIN3 LPL LRP1 LRP5 LRP6 LRP8 LRRK2 LTF LTK LY6G6D LY6H LY86 LY96 LYN LYPD1 MALT1 MAP1B MAP1LC3A MAP2K3 MAP2K4 MAP2K6 MAP2K7 MAP3K5 MAP3K7 MAP4K1 MAPK1 MAPK13 MAPK14 MAPK3 MAPK7 MAPK8 MAPK9 MAPT MAS1 MAS1L MAX MBD5 MCOLN1 MDM2 MECP2 MED1 MEF2A MEF2C MEIOSIN MET METTL21C MGARP MGST1 MIF MIR103A1 MIR106B MIR107 MIR125B1 MIR1271 MIR128-1 MIR133A1 MIR140 MIR143 MIR145 MIR146A MIR15A MIR15B MIR16-1 MIR17 MIR182 MIR185 MIR187 MIR195 MIR200A MIR20A MIR21 MIR223 MIR224 MIR320A MIR320B1 MIR320B2 MIR320C1 MIR320C2 MIR320D1 MIR320D2 MIR320E MIR337 MIR342 MIR34A MIR421 MIR433 MIR455 MIR545 MIR675 MIR6869 MIR762 MIR766 MIR92A1 MIR95 MIR96 MIR98 MIRLET7B MIRLET7F1 MIRLET7G MLC1 MLXIPL MMP2 MMP3 MMP8 MMP9 MN1 MPC2 MPO MPV17 MPV17L MPV17L2 MRC1 MSN MSTN MSX2 MT3 MTDH MTOR MTR MYB MYD88 MYO1C MYO5A MYOD1 MYOG MZB1 NADK NAMPT NCF1 NCK1 NCL NCOA1 NCOA2 NCOA3 NCOA4 NCOA5 NCSTN NDEL1 NDUFA13 NDUFAF2 NEK7 NET1 NEURL1 NEUROD1 NEUROD2 NFATC2 NFATC4 NFE2L2 NFKB1 NFKBIA NFKBIB NFKBIL1 NFKBIZ NGFR NHERF1 NKX6-1 NLGN1 NLRP3 NLRP7 NME8 NOD1 NOD2 NONO NOS2 NOS3 NOX4 NPAS4 NPPC NPR2 NPTX1 NQO1 NR1D1 NR1H3 NR1H4 NR3C1 NR4A1 NR4A2 NR4A3 NRIP1 NSG1 NSG2 NSMF NTRK1 NTRK2 NUCKS1 NUGGC OGT OPRK1 OPRM1 OR51E2 OSBP OSBPL7 OSBPL8 OSER1 OSR1 OTOP1 OXR1 P2RX3 P2RX4 P2RX7 P2RY1 P2RY11 P2RY12 P2RY2 P2RY4 P2RY6 PABPN1 PAF1 PALM PARK7 PARP1 PAWR PAX2 PAX6 PCGF2 PCK1 PCK2 PCNA PCSK9 PDCD10 PDCD1LG2 PDCD4 PDE2A PDE3A PDE3B PDE4B PDE8B PDGFB PDGFC PDGFD PDGFRA PDK2 PDK3 PDK4 PDPK1 PDX1 PDXP PENK PEX10 PEX12 PEX13 PEX14 PEX2 PEX5 PF4 PF4V1 PHB2 PHC1 PHEX PHIP PHOX2B PID1 PIH1D1 PIK3C2A PIK3CA PIK3CG PIK3R1 PIK3R2 PIK3R3 PIM1 PIM3 PINK1 PIP4K2A PIP4K2B PIP4K2C PJVK PKD2 PKLR PKM PLA2G1B PLA2G6 PLAA PLCB1 PLCG2 PLEC PLEKHA1 PLSCR3 PLSCR4 PNPLA3 POSTN POU4F1 POU4F2 PPARG PPARGC1B PPBP PPIF PPM1E PPP1R1B PPP1R9B PPP3CA PPP3CB PRDX1 PRDX2 PRDX3 PRDX5 PRKAA1 PRKAA2 PRKACA PRKAR1A PRKCA PRKCB PRKCD PRKCE PRKCI PRKCQ PRKCZ PRKD1 PRKDC PRKN PRMT5 PRNP PRPF8 PSEN1 PTAFR PTCH1 PTGDR PTGER1 PTGER2 PTGER4 PTGFR PTGS2 PTK2 PTK2B PTK6 PTK7 PTPN1 PTPN11 PTPN2 PTPN22 PTPRA PTPRE PTPRK PTPRN PTPRN2 PXN PYCARD RAB10 RAB11B RAB11FIP2 RAB11FIP5 RAB13 RAB31 RAB8A RACK1 RAD51 RAF1 RAMP3 RANGAP1 RAP1A RAP1B RAP1BL RAP1GDS1 RAPGEF1 RAPGEF2 RAPGEF3 RARA RARG RARRES2 RASA4 RASA4B RASAL1 RASGRP2 RB1 RBM4 RBX1 RDH11 RDH12 RECQL5 RELA RET RFX6 RGS10 RGS4 RGS8 RHOA RHOB RHOQ RIPK1 RIPK2 RIPK3 ROCK1 ROCK2 ROMO1 RORA RORB RORC RPE65 RPL23 RPS3 RPS6KA2 RPS6KB1 RPTOR RRAGA RRAGB RRAGC RRAGD RUVBL2 RWDD1 RXRA RXRB RYR1 RYR2 RYR3 SASH1 SBNO2 SCARB1 SCIMP SCN5A SCNN1A SCNN1B SCNN1D SCNN1G SELENOS SELENOT SERPINA12 SERPINE1 SERPINF1 SESN1 SESN2 SESN3 SETX SFRP1 SGCB SGK1 SH2B2 SH3BP4 SHC1 SHH SHMT1 SHOC2 SHPK SIDT2 SIGIRR SIK2 SIN3A SIPA1 SIRPA SIRT1 SIRT2 SIX1 SLC12A2 SLC12A6 SLC12A7 SLC13A2 SLC13A5 SLC1A1 SLC1A2 SLC1A3 SLC22A12 SLC23A2 SLC25A23 SLC25A24 SLC25A33 SLC26A3 SLC26A6 SLC27A1 SLC27A4 SLC29A1 SLC2A2 SLC2A4 SLC2A5 SLC2A8 SLC30A10 SLC38A2 SLC38A9 SLC39A14 SLC39A9 SLC5A5 SLC6A4 SLC7A5 SLC9A1 SLC9B2 SLIT2 SLURP2 SMAD4 SMARCA4 SMARCB1 SMARCC1 SMARCD1 SMO SMPD1 SMPD3 SMYD3 SNAI2 SNCA SNW1 SNX5 SNX6 SOCS1 SOCS2 SOCS3 SOD1 SOD2 SOD3 SOGA1 SORBS1 SORL1 SOS1 SOS2 SOX10 SOX4 SOX9 SP1 SPAAR SPHK1 SPHK2 SPI1 SPIDR SPINK1 SPON2 SPP1 SQSTM1 SRC SRD5A1 SREBF1 SRF SRI SSH1 SSTR1 SSTR2 SSTR3 STAMBPL1 STAP1 STAT1 STAT3 STAT5A STAT5B STAT6 STC1 STK25 STK39 STRA8 STX4 STXBP4 SULT1A3 SULT1A4 SYAP1 SYBU SYT1 SYT10 SYT11 SYT12 SYT13 SYT15 SYT17 SYT2 SYT3 SYT4 SYT5 SYT6 SYT7 SYT8 SYT9 TAF1 TBC1D4 TBX1 TBXA2R TEAD2 TESC TFAP4 TGM2 TH TIAM1 TICAM1 TICAM2 TIFAB TIMELESS TIRAP TLR2 TLR4 TLR6 TLR9 TMIGD1 TNC TNF TNFAIP3 TNFRSF1B TNFSF4 TNIP1 TNIP2 TNIP3 TNS2 TOP2B TP53 TP53INP1 TPM1 TRA2B TRAF2 TRAF6 TRAP1 TRARG1 TREM2 TRERF1 TREX1 TRIB1 TRIB3 TRIM24 TRIM41 TRIM5 TRIM72 TRPA1 TRPM2 TRPM4 TRPV1 TSC2 TSHR TSPO TUBA1A TUNAR TWF2 TWNK TXN TYK2 UBR1 UBR2 UBTF UCP1 UCP2 UGT1A1 UGT3A2 UMODL1 UNC13B UPF1 USF1 USO1 USP8 VAMP2 VCAM1 VCP VDR VIM VPS35 VPS54 VSNL1 VWA2 WDTC1 WNT1 WNT10B WNT11 WNT2 WNT3 WNT3A WNT5A WNT5B WNT6 WNT7B WNT8B WNT9A WNT9B WT1 XBP1 XRCC5 XRN1 YAP1 YES1 YWHAG ZBED6 ZBTB20 ZBTB7B ZC3H12A ZDHHC7 ZEB1 ZFAND1 ZFP36 ZFP36L1 ZNF106 ZNF16 ZNF236 ZNF277 ZNF35 ZNF580 ZNF592 ZNF703 GOBP_CELLULAR_RESPONSE_TO_OXYGEN_GLUCOSE_DEPRIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_OXYGEN_GLUCOSE_DEPRIVATION AIFM1 AQP3 ATF4 CBL CYSLTR1 MAP3K7 NONO TSC1 GOBP_CELLULAR_RESPONSE_TO_OXYGEN_LEVELS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_OXYGEN_LEVELS ACAA2 ADAM8 ADO AIFM1 AJUBA AK4 AKT1 ANGPT4 AQP1 AQP3 ATF2 ATF4 ATG7 ATP6AP1 ATP6V0A2 ATP6V0D1 ATP6V1A ATP6V1G1 ATP7A BAD BCL2 BMP7 BNIP3 BNIP3L BRIP1 CASR CAV1 CBL CBS CCDC115 CCNA2 CDKN1B CFLAR CHCHD2 CITED2 CLCA1 CPEB1 CPEB2 CPEB4 CYBB CYSLTR1 DDAH1 DDR2 DNMT3A DRD2 EDN1 EEF2K EGLN1 EGLN2 EGLN3 EGR1 ENO1 ENSG00000274276 EPAS1 EPHA4 ERO1A FABP1 FAM162A FAS FGFR2 FMN2 FOS FOXO1 GATA6 GNGT1 HIF1A HILPDA HIPK2 HMOX1 HP1BP3 HYOU1 IRAK1 KCND2 KCNK2 KCNK3 KCNMB1 LMNA LPAR1 MALAT1 MAP3K7 MDM2 MDM4 MGARP MIEF1 MIR106B MIR126 MIR140 MIR145 MIR146A MIR17 MIR20A MIR21 MIR210 MIR214 MIR34A MIR448 MLST8 MPL MT3 MTOR MYC MYOD1 NDNF NDP NDRG1 NDUFS2 NFE2L2 NKX3-1 NOL3 NONO NOP53 NOTCH1 NOX1 NPEPPS OPRD1 P4HB PCK1 PDK1 PDK3 PGK1 PHB2 PICK1 PIK3CB PINK1 PLK3 PMAIP1 POU4F2 PPARD PPARG PRKAA1 PRKCE PTGIS PTGS2 RBPJ RGCC ROCK2 RORA RPTOR RWDD3 SCN2A SDHD SFRP1 SIRT1 SIRT2 SIRT4 SLC29A1 SLC2A4 SLC8A3 SLC9A1 SRC STC1 STC2 STOX1 STUB1 SUV39H1 SUV39H2 TBL2 TERC TERT TGFB1 TIGAR TMBIM6 TMEM199 TP53 TREM2 TSC1 TWIST1 UBQLN1 UCN3 USP19 VASN VEGFA VHL ZFP36L1 GOBP_CELLULAR_RESPONSE_TO_OXYGEN_RADICAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_OXYGEN_RADICAL ADPRS APOA4 ATP7A BMP7 CCS CD36 DHFR DHFRP1 FANCC FBLN5 GCH1 GLRX2 H19 MIR21 MIR675 MPO MT3 NFE2L2 NOS3 NQO1 PRDX1 PRDX2 SOD1 SOD2 SOD3 GOBP_CELLULAR_RESPONSE_TO_PARATHYROID_HORMONE_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_PARATHYROID_HORMONE_STIMULUS FGF23 FOS HDAC6 KAT2B MEF2C PHEX PRKACA SLC34A1 SOST WNT10B GOBP_CELLULAR_RESPONSE_TO_PEPTIDE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_PEPTIDE ABCC1 ACTN2 ADCY6 ADCY8 ADIPOQ ADIPOR1 ADRB2 AGER AGT AGTR1 AGTR2 AGTRAP AHCYL1 AHSG AKT1 AKT2 ANO1 AP3S1 APP APPL1 APPL2 ARHGEF2 ARID1B ASS1 ATP1A3 ATP2B1 BACE1 BAIAP2 BCAR1 BCAR3 BCL2L2 BGLAP BRIP1 C1QTNF12 C2CD5 CA2 CACNA1A CACNA2D1 CACNB1 CAMK2A CAPN10 CASP4 CASR CAV1 CAV2 CCNA2 CD36 CDC6 CDK5 CEACAM1 CFLAR CHMP5 CPEB1 CPEB2 CPS1 CRHBP CRHR1 CRHR2 CRK CSH1 CSH2 CSHL1 CSK CSRP3 CTSD CYFIP1 CYP11A1 CYP11B1 CYP11B2 CYP1B1 DDR2 DDX11 DENND4C DNAI1 ECHDC3 EDN1 EDNRA EEF2K EIF4EBP2 ENPP1 EPHA4 EPHB2 EPRS1 ERFE FBN1 FBP1 FCGR2B FER FFAR3 FGF21 FOS FOXC2 FOXO1 FOXO4 FPR2 FUT7 FYN GAB1 GCG GCGR GCK GCLC GDF15 GFER GH1 GH2 GHR GHRHR GHRL GHSR GJA1 GJB2 GKAP1 GLP1R GLP2R GNAI2 GNRHR GNRHR2 GOT1 GPER1 GPLD1 GPR173 GPR21 GPT GPT2 GRB10 GRB14 GRB2 GRB7 GRIA1 GRIN1 GRIN2A GRM5 GSK3A GSK3B HDAC5 HDAC9 HMGCS2 HRAS HSF1 ICAM1 IDE IGF1 IGF1R IGF2 IGFBP1 IL1B INHBA INHBB INPP5K INS INSIG1 INSIG2 INSR INSRR IRS1 IRS2 IRS4 ITGA4 ITGB3 JAK1 JAK2 JAK3 KANK1 KAT2B KLF1 KLF11 KLF15 KLF2 KLF3 LDOC1 LEP LEPROT LEPROTL1 LGMN LHCGR LONP1 LPIN1 LPIN2 LPIN3 LRP1 LYN MAP1B MAP3K7 MAPK1 MAPK3 MAS1 MAS1L MAX MBD5 MDM2 MGARP MIR103A1 MIR106B MIR107 MIR1271 MIR140 MIR143 MIR145 MIR146A MIR15B MIR195 MIR200A MIR98 MIRLET7F1 MSTN MTOR MYO1C MYO5A MZB1 NAMPT NCK1 NCL NCOA1 NCOA2 NCOA5 NDEL1 NFE2L2 NFKB1 NGFR NKX6-1 NOD1 NOD2 NONO NPR2 NR1H4 NR4A1 NR4A2 NR4A3 NTRK1 NUCKS1 OGT OSBPL8 OTOP1 PARP1 PAX6 PCK1 PCK2 PCSK9 PDE3B PDK2 PDK4 PDPK1 PHIP PID1 PIK3C2A PIK3CA PIK3R1 PIK3R2 PIK3R3 PIP4K2A PIP4K2B PIP4K2C PKLR PKM PLA2G1B PLCB1 PNPLA3 POU4F2 PPARG PPP1R9B PPP3CA PRKAA1 PRKACA PRKAR1A PRKCA PRKCB PRKCD PRKCI PRKCQ PRKCZ PRKD1 PRKDC PRNP PSEN1 PTK2 PTPN1 PTPN11 PTPN2 PTPN22 PTPRA PTPRE PXN RAB10 RAB13 RAB31 RAB8A RAF1 RANGAP1 RAP1GDS1 RARRES2 RB1 RBM4 RELA RHOQ RIPK2 ROCK1 ROCK2 RPE65 RPL23 RPS6KB1 SCNN1A SCNN1B SCNN1D SCNN1G SELENOS SERPINA12 SESN3 SGCB SH2B2 SHC1 SHOC2 SIK2 SIRT1 SLC22A12 SLC25A33 SLC27A1 SLC27A4 SLC2A4 SLC2A8 SLC30A10 SLC39A14 SLC9A1 SMARCC1 SMPD3 SNX5 SNX6 SOCS1 SOCS2 SOCS3 SOGA1 SORBS1 SORL1 SOS1 SOS2 SP1 SPINK1 SRC SRD5A1 SREBF1 STAT1 STAT3 STAT5A STAT5B STAT6 STXBP4 SYAP1 TBC1D4 TIMELESS TLR4 TLR6 TNF TNS2 TP53 TRARG1 TREM2 TRIB3 TRIM41 TRIM72 TSC2 TSHR TYK2 UCP2 UMODL1 USF1 USO1 VAMP2 VCAM1 VIM VWA2 WDTC1 WNT1 XBP1 YWHAG ZBTB7B ZDHHC7 ZFP36L1 ZNF106 ZNF592 GOBP_CELLULAR_RESPONSE_TO_PEPTIDE_HORMONE_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_PEPTIDE_HORMONE_STIMULUS ACTN2 ADCY6 ADCY8 ADIPOQ ADIPOR1 AGT AGTR1 AGTR2 AGTRAP AHCYL1 AHSG AKT1 AKT2 AP3S1 APPL1 APPL2 ARID1B ASS1 ATP2B1 BAIAP2 BCAR1 BCAR3 BGLAP BRIP1 C1QTNF12 C2CD5 CA2 CAMK2A CAPN10 CAV1 CAV2 CCNA2 CDC6 CEACAM1 CFLAR CPEB1 CPEB2 CPS1 CRHBP CRHR1 CRHR2 CRK CSH1 CSH2 CSHL1 CSK CSRP3 CTSD CYFIP1 CYP11A1 CYP11B1 CYP11B2 CYP1B1 DDR2 DENND4C DNAI1 ECHDC3 EDN1 EDNRA EEF2K EIF4EBP2 ENPP1 EPRS1 ERFE FBN1 FBP1 FER FFAR3 FGF21 FOS FOXC2 FOXO1 FOXO4 FUT7 GAB1 GCG GCGR GCK GCLC GDF15 GH1 GH2 GHR GHRHR GHRL GHSR GJB2 GKAP1 GLP1R GLP2R GNAI2 GNRHR GNRHR2 GOT1 GPER1 GPLD1 GPR173 GPR21 GPT GPT2 GRB10 GRB14 GRB2 GRB7 GRIA1 GSK3A GSK3B HDAC5 HDAC9 HMGCS2 HRAS HSF1 IDE IGF1R IGF2 IGFBP1 IL1B INHBA INHBB INPP5K INS INSIG1 INSIG2 INSR INSRR IRS1 IRS2 IRS4 ITGB3 JAK1 JAK2 JAK3 KANK1 KAT2B LEP LEPROT LEPROTL1 LHCGR LONP1 LPIN1 LPIN2 LPIN3 LYN MAP1B MAP3K7 MAPK1 MAPK3 MAS1 MAS1L MAX MBD5 MDM2 MGARP MIR103A1 MIR107 MIR1271 MIR143 MIR145 MIR15B MIR195 MSTN MTOR MYO1C MYO5A MZB1 NAMPT NCK1 NCL NCOA1 NCOA2 NCOA5 NDEL1 NFE2L2 NFKB1 NKX6-1 NONO NR1H4 NR4A1 NR4A2 NR4A3 NUCKS1 OGT OSBPL8 OTOP1 PARP1 PAX6 PCK1 PCK2 PCSK9 PDE3B PDK2 PDK4 PDPK1 PHIP PID1 PIK3C2A PIK3CA PIK3R1 PIK3R2 PIK3R3 PIP4K2A PIP4K2B PIP4K2C PKLR PKM PLA2G1B PLCB1 PNPLA3 POU4F2 PPARG PPP3CA PRKAA1 PRKACA PRKAR1A PRKCA PRKCB PRKCD PRKCI PRKCQ PRKCZ PRKD1 PRKDC PTK2 PTPN1 PTPN11 PTPN2 PTPRA PTPRE PXN RAB10 RAB13 RAB31 RAB8A RAF1 RANGAP1 RAP1GDS1 RARRES2 RB1 RBM4 RELA RHOQ ROCK1 ROCK2 RPE65 RPS6KB1 SCNN1A SCNN1B SCNN1D SCNN1G SELENOS SERPINA12 SESN3 SGCB SH2B2 SHC1 SHOC2 SIK2 SIRT1 SLC22A12 SLC25A33 SLC27A1 SLC27A4 SLC2A4 SLC2A8 SLC30A10 SLC39A14 SLC9A1 SMARCC1 SNX5 SOCS1 SOCS2 SOCS3 SOGA1 SORBS1 SORL1 SOS1 SOS2 SP1 SPINK1 SRC SRD5A1 SREBF1 STAT1 STAT3 STAT5A STAT5B STAT6 STXBP4 SYAP1 TBC1D4 TNS2 TRARG1 TRIB3 TRIM72 TSC2 TSHR TYK2 UCP2 UMODL1 USF1 USO1 VAMP2 VWA2 WDTC1 WNT1 XBP1 YWHAG ZBTB7B ZDHHC7 ZFP36L1 ZNF106 ZNF592 GOBP_CELLULAR_RESPONSE_TO_PEPTIDOGLYCAN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_PEPTIDOGLYCAN CAMP DEFB124 NOD2 RELA RIPK2 TREM2 GOBP_CELLULAR_RESPONSE_TO_PH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_PH AQP10 ASIC1 ASIC2 CHP1 GNA11 GPLD1 GPR68 HVCN1 HYAL1 INSRR KCNE1 KCNK18 KCNK4 MCOLN1 NOX1 PCK1 PKD1L3 PKD2L1 RAB11B RAB11FIP5 SCNN1A SCNN1B SCNN1D SCNN1G SLC38A3 SLC9A1 TRPV1 GOBP_CELLULAR_RESPONSE_TO_POTASSIUM_ION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_POTASSIUM_ION CACNA1H CRHBP CYP11B1 CYP11B2 DLG2 DLG4 HSF1 KCNJ10 MECP2 NEK7 NPTX1 SLC12A2 STK39 GOBP_CELLULAR_RESPONSE_TO_PROGESTERONE_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_PROGESTERONE_STIMULUS ACOD1 CYP1B1 IGF1R SOX10 SRC TRERF1 VPS54 GOBP_CELLULAR_RESPONSE_TO_PROSTAGLANDIN_E_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_PROSTAGLANDIN_E_STIMULUS ACACA ADCY6 AKAP8 AKT1 GNB1 GNG2 P2RY4 P2RY6 PAX6 PRKAA1 PRKAA2 PRKCE PTGER2 PTGER4 SFRP1 TNFSF4 GOBP_CELLULAR_RESPONSE_TO_PROSTAGLANDIN_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_PROSTAGLANDIN_STIMULUS ACACA ADCY6 AKAP8 AKR1C2 AKR1C3 AKT1 GNB1 GNG2 P2RY4 P2RY6 PAX6 PRKAA1 PRKAA2 PRKCE PTGDR PTGER2 PTGER4 PTGFR SFRP1 TNC TNFSF4 GOBP_CELLULAR_RESPONSE_TO_PURINE_CONTAINING_COMPOUND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_PURINE_CONTAINING_COMPOUND CACNA1S CASQ2 CHEK1 GSTM2 P2RY1 P2RY6 RYR1 RYR2 RYR3 SELENON SLC8A1 TMEM38A TMEM38B TRPM2 GOBP_CELLULAR_RESPONSE_TO_RADIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_RADIATION ACTR5 AIPL1 AKT2 AQP1 ATF4 ATM ATR AURKB BABAM2 BAK1 BARD1 BAX BCL2L1 BLM BMF BRCA1 BRCA2 BRCC3 CAMKMT CASP9 CCND2 CDC25A CDKN1A CERS1 CHEK2 CLOCK COPS9 CRB1 CREBBP CRIP1 CRY1 CRY2 CRYAB CUL4A CUL4B DDB1 DDB2 DHX36 ECT2 EEF1D EGR1 EIF2AK4 EIF2S1 ELK1 EP300 ERCC1 ERCC4 FBXO4 FIGNL1 GADD45A GATA3 GNAT1 GNB5 GPR52 GPR88 GRB2 GRK1 GRK4 GRK7 GTF2H5 GUCY2D GUCY2F H2AC25 H2AX HRAS HSF1 HUS1 HYAL1 HYAL2 HYAL3 IFI16 INO80 INTS7 ITGB6 KCNE1 KDM1A KDM4D LIG4 MAP3K20 MAPK11 MAPK13 MAPK14 MC1R MDM2 METTL3 MFAP4 MIR21 MME MMP1 MMP2 MMP3 MMP9 MYC N4BP1 NEDD4 NET1 NFATC4 NIPBL NLRP1 NMT1 NMT2 NOC2L NPM1 NSMCE3 NUCKS1 OPN1LW OPN1MW OPN1MW2 OPN1MW3 OPN1SW OPN3 OPN4 OPN5 PARP1 PBK PCNA PIERCE1 PIK3R1 POLA1 POLD1 POLD3 POLH POLK PPID PRAP1 PRKCD PTPRK RAD1 RAD51 RAD51AP1 RAD9A RAD9B RBX1 RDH11 RGR RGS9 RHBDD1 RHNO1 RHO RHOB RP1 RPL26 RRH RS1 RUVBL2 SAG SDE2 SFRP1 SFRP2 SIRT1 SLC24A4 SMPD1 SNAI2 SPIDR ST20 STK11 SWI5 TAF1 TANK TIMP1 TLK2 TMEM109 TMEM161A TNKS1BP1 TP53 TP53BP1 TP53INP1 TREX1 TRIAP1 TRPM1 TSPYL5 USP28 USP47 WRN XPA XPC XRCC5 XRCC6 YAP1 YY1 ZBTB1 ZMPSTE24 GOBP_CELLULAR_RESPONSE_TO_REACTIVE_NITROGEN_SPECIES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_REACTIVE_NITROGEN_SPECIES AIFM1 AQP1 ATP5F1A CCNA2 CDK2 CFLAR CRK DPEP1 FOXO1 GUCY1B1 HNRNPD KCNC2 MAP3K5 MMP3 MTR STAT6 TRAF2 GOBP_CELLULAR_RESPONSE_TO_REACTIVE_OXYGEN_SPECIES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_REACTIVE_OXYGEN_SPECIES ABL1 ADPRS AGAP3 AIFM1 AKT1 ANKZF1 ANXA1 APOA4 AQP1 ATM ATP7A AXL BECN1 BMP7 BNIP3 BTK CAMKK2 CAT CBX8 CCS CD36 CDK1 CHUK CRYGD CYP1B1 DDR2 DHFR DHFRP1 ECT2 EDN1 EGFR ERCC6L2 ERN1 EZH2 FABP1 FANCC FBLN5 FER FOS FOXP1 FXN FYN GCH1 GLRX2 GPR37 GPR37L1 H19 HDAC2 HDAC6 HGF HSF1 IL18BP IL18RAP IL6 JUN KDM6B KLF2 LRRK2 MAP1LC3A MAP2K4 MAP3K5 MAPK1 MAPK13 MAPK3 MAPK7 MAPK8 MAPK9 MAPT MDM2 MET MIR103A1 MIR107 MIR133A1 MIR17 MIR21 MIR34A MIR675 MIR92A1 MIRLET7B MMP2 MMP3 MMP9 MPO MPV17 MPV17L MPV17L2 MT3 MYB NCF1 NET1 NFE2L2 NME8 NOS3 NQO1 OSER1 PARK7 PAWR PAX2 PCGF2 PCNA PDCD10 PDGFD PDGFRA PDK2 PEX10 PEX12 PEX13 PEX14 PEX2 PEX5 PINK1 PJVK PKD2 PLEKHA1 PPARGC1B PPIF PRDX1 PRDX2 PRDX3 PRDX5 PRKAA1 PRKCD PTPRK PXN RACK1 RELA RHOB RIPK1 RIPK3 ROMO1 RPS3 SETX SIRPA SIRT1 SMPD3 SOD1 SOD2 SOD3 SPHK1 SQSTM1 SRC STAT6 STK25 TNFAIP3 TOP2B TPM1 TRAP1 TREX1 TRPA1 TRPM2 TXN UCP1 ZNF277 ZNF580 GOBP_CELLULAR_RESPONSE_TO_RETINOIC_ACID https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_RETINOIC_ACID ABCA1 ABL2 ALDH1A2 AQP1 ATM BRINP1 BRINP2 BRINP3 COL1A1 CREB1 CYP26B1 EPHA3 FGFR2 FZD10 FZD4 FZD7 GJB3 GSK3B HAND2 HDAC2 HOXA2 HTRA2 LEP LTK LYN MEIOSIN MYB NDUFA13 OSR1 PAX2 PCK1 PHB2 PHC1 PTK2B PTK6 PTK7 RARA RARG RET RORB SERPINF1 SETX SLC6A4 SNW1 SOX9 STRA8 TBX1 TEAD2 TESC TNC TNF TWF2 WNT10B WNT11 WNT2 WNT3 WNT3A WNT5A WNT5B WNT6 WNT7B WNT8B WNT9A WNT9B YAP1 YES1 ZNF35 GOBP_CELLULAR_RESPONSE_TO_SALT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_SALT ACER1 ACHE ADCY1 ADCY7 ADCY8 ADD1 ADGRV1 AGRN AKR1C3 ALOX15 ALOX5AP AMIGO1 AOC1 AQP2 ATP2B4 AVPR1A B2M BAIAP2 BCL11A BRAF CACNA1H CALR CAMK2D CAPN3 CARF CCNA2 CDH1 CDK5R1 CDKN1B CEBPA CHP2 CHRM1 CHRM2 CHRM3 CHRM4 CHRM5 CHRNA3 CHRNA7 CHRNB2 CHRND CIB2 CLDN1 CLIC4 COL1A1 CPNE1 CPNE2 CPNE3 CPNE4 CPNE5 CPNE6 CPNE7 CPNE8 CPNE9 CRHBP CRKL CYP11B1 CYP11B2 DAXX DLG2 DLG4 DMTN DPEP1 ECT2 EDN1 EEF2K EGR1 EHMT2 ENSG00000290147 FABP4 FOS FOSB FYN GCLC GCLM GNA11 GNA15 GNAI2 GNAQ GNB1 GPLD1 GRK2 GSK3A GUCA1A HNRNPA1 HPCA HRH3 HRH4 HSF1 HSP90B1 INHBB IQGAP1 ITPKA ITPKB ITPKC ITPR1 JUNB JUND KCNB1 KCNH1 KCNJ10 KCNQ3 LARGE1 LCE1D LEP LGMN LIG4 LY6G6D LY6H LYPD1 MAPK13 MCOLN1 MDM2 MECP2 MEF2A MEF2C MYOG NCSTN NEK7 NEUROD2 NFATC2 NFATC4 NLGN1 NPTX1 OPRM1 P2RX3 P2RX4 P2RX7 P2RY1 P2RY11 P2RY12 P2RY2 P2RY4 PDGFB PDXP PIK3CA PKD2 PLCB1 PLCG2 PLEC PNPLA3 PPIF PPP1R1B PPP1R9B PRKAA1 PRKAA2 PRKCB PTGS2 RASA4 RASA4B RASAL1 RASGRP2 RGS10 RGS8 ROCK2 RYR1 RYR3 SCN5A SHH SIPA1 SIX1 SLC12A2 SLC13A2 SLC13A5 SLC1A1 SLC1A2 SLC1A3 SLC25A23 SLC25A24 SLURP2 SMPD1 SSH1 STK39 SYT1 SYT10 SYT11 SYT12 SYT13 SYT15 SYT17 SYT2 SYT3 SYT4 SYT5 SYT6 SYT7 SYT8 SYT9 TAF1 TGM2 TLR9 TOP2B TRPM2 TRPM4 TRPV1 TUBA1A WNT5A XRN1 ZC3H12A ZNF16 GOBP_CELLULAR_RESPONSE_TO_SALT_STRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_SALT_STRESS AKR1B1 AQP1 CAPN3 EFHD1 FBP1 LETM1 MICU1 PCK1 SLC12A6 SLC25A23 TRPV4 XRCC5 XRCC6 ZFP36L1 GOBP_CELLULAR_RESPONSE_TO_SODIUM_ARSENITE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_SODIUM_ARSENITE DAXX HNRNPA1 HSF1 MAPK13 ZC3H12A GOBP_CELLULAR_RESPONSE_TO_STARVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_STARVATION AKR1C3 ALB AMBRA1 AOC1 ASNS ATF2 ATF3 ATF4 ATG14 ATG5 ATG7 ATXN3 BCL2 BECN1 BECN2 BGLAP BHLHA15 BMPR2 BMT2 CARTPT CASTOR1 CDKN1A CLEC16A COMT CPEB4 CTSK DAP DAPL1 DEPDC5 DNAJC15 DSC2 EHMT2 EIF2AK2 EIF2AK3 EIF2AK4 EIF2S1 ELAPOR1 FADS1 FAS FBXO22 FLCN FNIP1 FOS FOXA3 FOXO1 FOXO3 GABARAP GABARAPL1 GABARAPL2 GABARAPL3 GAS2L1 GAS6 GBA1 GCGR GCN1 GLUL GPR155 HFE HNRNPA1 HSPA5 HSPA8 IFI16 IGF1R IMPACT INHBB ITFG2 JMY KAT5 KICS2 KLF10 KPTN KRT20 LAMP2 LARS1 LRRK2 MAP1LC3A MAP1LC3B MAP1LC3B2 MAP1LC3C MAP3K5 MAPK1 MAPK3 MAPK8 MAX MFSD2A MIOS MTMR3 MTOR MYBBP1A MYH13 MYOD1 NFE2L2 NPRL2 NPRL3 NUAK1 NUAK2 NUPR2 PCK1 PCSK9 PDK4 PICK1 PIK3C2B PIK3C3 PIK3R4 PLIN2 PLIN3 PMAIP1 PPARA PPM1D PRKAA1 PRKAA2 PRKD1 RALB RIPOR1 RNF152 RNF167 RPTOR RRAGA RRAGB RRAGC RRAGD RRP8 SEH1L SESN1 SESN2 SESN3 SFRP1 SH3GLB1 SIRT1 SLC2A1 SLC34A1 SLC38A2 SLC38A3 SLC39A4 SLC39A5 SLC7A5 SP1 SP7 SRD5A1 SREBF1 SREBF2 STK24 STK26 SUV39H1 SZT2 TBC1D7 TBL2 TFEB TNFRSF11A TNRC6A TP53 TSC1 TSC2 TSSK1B TSSK2 TSSK3 TSSK6 TTC5 UCP2 UPP1 USP33 VPS41 WDR24 WDR45 WDR45B WDR59 WIPI1 WIPI2 WNT2B WNT4 WNT9B WRN XBP1 XPR1 YWHAG YWHAZ ZC3H12A ZFYVE1 GOBP_CELLULAR_RESPONSE_TO_STEROID_HORMONE_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_STEROID_HORMONE_STIMULUS ABHD2 ACE ACOD1 ADTRP AIFM1 AKR1C3 ANXA1 AQP1 AR ARID1A ASS1 ATP1A1 ATP1A2 ATP1A3 ATP5F1A AXIN2 BCL2L11 BMAL1 BRCA1 CALCOCO1 CALR CARM1 CASP9 CFLAR CLOCK CNOT1 CNOT2 CNOT9 CRY1 CRY2 CST11 CYP1B1 CYP7B1 DAB2 DAXX DDIT4 DDRGK1 DDX17 DDX5 DDX54 DEFA1 DEFA1B DEFA3 DNAAF4 DNAJA1 EDN1 EGLN2 EIF4E EP300 ESR1 ESR2 ESRRA ESRRB ESRRG FAM107A FBXO32 FECH FKBP4 FLT3 FOXA1 FOXH1 FOXP1 GHRHR GJB2 GPER1 GSK3A HDAC1 HDAC6 HEYL HMGCS2 HNRNPU HSPA1A HSPA1B HSPA8 IGF1R ISL1 JAK2 KANK2 KDM1A KDM3A KDM4C KDM5D KLF9 KMT2D LATS1 LBH LMO3 MAPK1 MED1 METTL21C MGARP MSTN MT-ND3 MYOD1 NCOA4 NCOR1 NCOR2 NEDD4 NKX3-1 NODAL NPAS4 NPC1 NR0B1 NR1D1 NR2C1 NR2E1 NR2E3 NR3C1 NR3C2 NR4A3 OR51E2 PADI2 PAGR1 PAK1 PAQR7 PAQR8 PARK7 PARP1 PCK1 PCK2 PDE3A PER1 PGR PGRMC2 PHB1 PHB2 PIAS2 PKN1 PLPP1 PMEPA1 POU4F2 PPARA PPARD PPARGC1B PRMT2 PTGES3 RAN RBFOX2 REST RHOA RHOXF1 RNF14 RNF6 RPS6KB1 RWDD1 RXRA RXRB RXRG SAFB SAFB2 SCGB2A1 SCGB2A2 SCNN1A SCNN1B SCNN1D SCNN1G SERPINF1 SFRP1 SGK1 SIRT1 SKP2 SMARCA4 SMYD3 SOX10 SRARP SRC SRD5A1 SSTR2 SSTR3 SSTR4 SSTR5 STC1 STRN3 TADA3 TAF7 TCF21 TFAP4 TFPI TMF1 TP63 TRERF1 TRIM68 TRIP4 UBA5 UBE2L3 UBE3A UBR5 UFL1 UFM1 UFSP2 UGT1A1 URI1 USP26 USP8 VPS11 VPS18 VPS54 WBP2 YAP1 YWHAH ZBTB7A ZDHHC7 ZFP36 ZFP36L1 ZFP36L2 ZMIZ1 ZNF366 ZNF764 GOBP_CELLULAR_RESPONSE_TO_STEROL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_STEROL ABCA1 CES1 CYP7A1 DAG1 DYNAP GPLD1 GPR155 GRAMD1A GRAMD1B GRAMD1C INHBA INHBB INSIG1 INSIG2 LRP6 LRP8 MIR182 MIR185 MIR96 MLC1 OSBPL7 PTCH1 RORA RORC SMO GOBP_CELLULAR_RESPONSE_TO_STEROL_DEPLETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_STEROL_DEPLETION AMFR ARHGEF10L EIF2A ERLIN1 ERLIN2 FBXW7 INSIG1 INSIG2 MIR96 NPC1L1 SCAP SPRING1 SREBF1 SREBF2 TMED2 ZBTB7B GOBP_CELLULAR_RESPONSE_TO_STRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_STRESS AATF ABCA7 ABCB10 ABCC1 ABCD1 ABI3 ABL1 ABRAXAS1 ACAA2 ACD ACER2 ACKR3 ACTB ACTL6A ACTL6B ACTR2 ACTR5 ACTR8 ADAM8 ADCY8 ADM ADO ADPRS AEN AFF4 AGAP3 AGER AGR2 AIDA AIF1 AIFM1 AIFM2 AIM2 AJUBA AK4 AKIRIN2 AKR1B1 AKR1C3 AKT1 AKT3 ALB ALDH3B1 ALKBH1 ALKBH2 ALKBH3 ALKBH7 ALKBH8 ALOX15 ALOX5 AMBP AMBRA1 AMFR ANGPT4 ANKLE1 ANKRD1 ANKRD2 ANKRD6 ANKS4B ANKZF1 ANO1 ANXA1 AOC1 AP5S1 AP5Z1 APAF1 APBB1 APC APEX1 APEX2 APLF APOA4 APOD APP APTX AQP1 AQP11 AQP2 AQP3 AQP5 ARG2 ARHGEF10L ARHGEF2 ARHGEF6 ARID1A ARID1B ARID2 ARL6IP5 ARMT1 ARNT ASCC1 ASCC2 ASCC3 ASF1A ASH2L ASNS ASS1 ATAD5 ATF2 ATF3 ATF4 ATF6 ATF6B ATG10 ATG13 ATG14 ATG5 ATG7 ATM ATMIN ATP13A2 ATP23 ATP2A1 ATP2A2 ATP2A3 ATP5IF1 ATP7A ATR ATRIP ATRX ATXN3 ATXN7 ATXN7L3 AUNIP AUP1 AVPR1A AXIN1 AXIN2 AXL B2M BABAM1 BABAM2 BACH1 BAD BAG3 BAG6 BAK1 BARD1 BATF BATF2 BATF3 BAX BAZ1B BBC3 BCAP31 BCCIP BCL2 BCL2A1 BCL2L1 BCL2L10 BCL2L11 BCL2L2 BCL3 BCL6 BCL7A BCL7B BCL7C BCLAF1 BDKRB2 BECN1 BECN2 BFAR BGLAP BHLHA15 BID BIRC7 BLM BMAL1 BMP2 BMP4 BMP7 BMPR1A BMPR2 BMT2 BNIP3 BNIP3L BOD1L1 BOK BRAF BRAT1 BRCA1 BRCA2 BRCC3 BRD4 BRD7 BRD8 BRF2 BRIP1 BRME1 BRSK1 BRSK2 BTG2 BTK C14orf39 C1orf112 CAB39 CALR CALR3 CAMKK2 CANX CAPN3 CARD9 CARTPT CASP1 CASP2 CASP3 CASP4 CASP9 CASR CASTOR1 CAT CAV1 CAV3 CBL CBS CBX1 CBX3 CBX5 CBX8 CCAR2 CCDC117 CCDC13 CCDC47 CCDC88C CCL19 CCL21 CCM2 CCN2 CCNA2 CCND1 CCNG1 CCNK CCR7 CCS CD27 CD36 CD44 CD74 CDC14B CDC37 CDC42EP5 CDC45 CDC5L CDC7 CDCA5 CDIP1 CDK1 CDK2 CDK3 CDK5RAP3 CDK6 CDK7 CDK9 CDKN1A CDKN1B CDKN2A CDKN2AIP CDKN2B CDKN2D CEBPA CEBPB CEBPD CEBPE CEBPG CENPS CENPX CEP164 CEP63 CERS2 CERT1 CETN1 CETN2 CFAP410 CFLAR CFTR CGAS CHAC1 CHAF1A CHAF1B CHCHD2 CHCHD6 CHD1L CHD2 CHD4 CHEK1 CHEK2 CHORDC1 CHRNA4 CHUK CIB1 CIDEA CIDEB CINP CITED2 CLCA1 CLEC16A CLGN CLN3 CLOCK CLPB CLSPN CLU CNTF COMMD1 COMP COMT COPS3 COPS5 CORO2B CPEB1 CPEB2 CPEB4 CRADD CREB3 CREB3L1 CREB3L2 CREB3L3 CREBBP CREBZF CRHBP CRIP1 CRK CRKL CRY1 CRY2 CRYAB CRYGD CSNK1E CSPG5 CTC1 CTH CTLA4 CTNNA1 CTSK CUL3 CUL4A CUL4B CXCL10 CXCL12 CXCL8 CYBB CYLD CYP1B1 CYREN DAB2IP DACT1 DAG1 DAP DAPK1 DAPL1 DAXX DCLRE1A DCLRE1B DCLRE1C DCTPP1 DCUN1D5 DDAH1 DDB1 DDB2 DDIAS DDIT3 DDIT4 DDR2 DDRGK1 DDX1 DDX11 DDX39B DDX3X DDX5 DEK DEPDC5 DERL1 DERL2 DERL3 DHFR DHFRP1 DHRS2 DHX36 DHX9 DLG1 DMAP1 DMC1 DNA2 DNAJA1 DNAJA3 DNAJB1 DNAJB12 DNAJB14 DNAJB2 DNAJB6 DNAJB9 DNAJC10 DNAJC15 DNAJC18 DNAJC2 DNAJC3 DNAJC7 DNMT3A DNTT DONSON DOT1L DPF1 DPF2 DPF3 DRD2 DSC2 DTL DTX3L DUSP1 DUSP10 DUSP16 DUSP19 DUSP22 DUSP3 DUSP9 DYRK1A DYRK1B DYRK2 DYRK3 E2F1 E2F7 ECPAS ECRG4 ECT2 EDA2R EDAR EDEM1 EDEM2 EDEM3 EDN1 EDNRA EEF1E1 EEF2K EEPD1 EFHD1 EGFR EGLN1 EGLN2 EGLN3 EGR1 EHMT2 EID3 EIF2A EIF2AK1 EIF2AK2 EIF2AK3 EIF2AK4 EIF2B5 EIF2S1 EIF4G1 ELAPOR1 ELAVL4 ELL3 EME1 EME2 EMSY ENDOG ENDOV ENO1 ENSG00000274276 ENY2 EP300 EP400 EPAS1 EPC1 EPC2 EPHA2 EPHA4 EPHB1 EPO ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC6L2 ERCC8 ERLEC1 ERLIN1 ERLIN2 ERMP1 ERN1 ERN2 ERO1A ERP27 ERP29 ERP44 ESCO2 ETAA1 ETV5 EXD2 EXO1 EXO5 EYA1 EYA2 EYA3 EYA4 EZH2 EZR F2RL1 FAAP100 FAAP20 FAAP24 FABP1 FADS1 FAF1 FAF2 FAM111A FAM162A FAM168A FAM8A1 FAN1 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAS FBH1 FBLN5 FBP1 FBXO17 FBXO2 FBXO22 FBXO27 FBXO31 FBXO4 FBXO44 FBXO45 FBXO5 FBXO6 FBXW7 FCGR2B FECH FEM1B FEN1 FER FGF1 FGF10 FGF19 FGF21 FGFR2 FH FICD FIGNL1 FKBP1B FKTN FLCN FLNA FLOT1 FLT4 FLYWCH1 FMN2 FMR1 FNIP1 FNIP2 FOLR1 FOS FOSL1 FOXA3 FOXM1 FOXN3 FOXO1 FOXO3 FOXO4 FOXP1 FOXRED2 FTO FUS FUT8 FXN FYN FZD7 FZR1 G6PD GABARAP GABARAPL1 GABARAPL2 GABARAPL3 GADD45A GADD45B GADD45G GAP43 GAS2L1 GAS5 GAS6 GATA6 GBA1 GCGR GCH1 GCN1 GCNA GDF6 GEN1 GET4 GFAP GFRAL GGN GIGYF2 GINS2 GINS4 GJB2 GLRX2 GLUL GML GNGT1 GNL1 GORASP2 GPR155 GPR37 GPR37L1 GPS1 GPS2 GPX1 GPX5 GPX7 GPX8 GRB2 GREM1 GRIK2 GRINA GRN GSK3B GSR GSTM1 GSTM2 GSTM3 GSTP1 GTF2H1 GTF2H2 GTF2H2C GTF2H2C_2 GTF2H3 GTF2H4 GTF2H5 GTSE1 H19 H2AC25 H2AX HACD3 HAND2 HAPSTR1 HAS2 HDAC10 HDAC2 HDAC3 HDAC6 HDGFL2 HELB HELQ HERC2 HERPUD1 HERPUD2 HFE HGF HIC1 HIF1A HIKESHI HILPDA HINFP HIPK1 HIPK2 HIPK3 HK2 HLA-G HLTF HM13 HMCES HMGA1 HMGA2 HMGB1 HMGB2 HMGN1 HMOX1 HNRNPA1 HNRNPK HP1BP3 HPF1 HRAS HROB HSBP1 HSBP1L1 HSF1 HSF2BP HSP90AA1 HSP90AA2P HSP90AA4P HSP90AB1 HSP90AB2P HSP90AB3P HSP90AB4P HSP90B1 HSPA1A HSPA1B HSPA5 HSPA6 HSPA8 HSPB8 HSPD1 HTRA2 HUS1 HUS1B HUWE1 HYOU1 ID2 IER3 IER5 IFFO1 IFI16 IGBP1 IGF1R IGF2BP1 IGFBP6 IKBKB IKBKE IKBKG IL18BP IL18RAP IL1A IL1B IL26 IL6 IMMP2L IMPACT INAVA ING2 ING3 ING4 INHBB INIP INO80 INO80B INO80C INO80D INO80E INPP5F INSIG1 INSIG2 INTS3 INTS7 IRAK1 IRAK4 IRF3 IRF7 ITCH ITFG2 ITPR1 JAK2 JKAMP JMY JUN JUNB KASH5 KAT2A KAT2B KAT5 KAT6A KAT7 KCND2 KCNJ8 KCNK2 KCNK3 KCNMB1 KDM1A KDM2A KDM4D KDM6B KEAP1 KHDC3L KIAA0319 KICS2 KIF22 KIN KIR2DL4 KLF10 KLF2 KLF4 KLHDC10 KLHL15 KLHL31 KMT5A KMT5B KMT5C KPTN KREMEN1 KRT13 KRT20 LAMB2 LAMP2 LARS1 LEP LETM1 LGALS9 LIG1 LIG3 LIG4 LMNA LONP1 LPCAT3 LRIG2 LRRC8C LRRC8D LRRC8E LRRK2 LTBR LYN MACROD1 MACROD2 MACROH2A1 MAD2L2 MAEL MAF MAFB MAG MAGEA2 MAGEA2B MAGEA3 MAGEF1 MAJIN MALAT1 MAN1A1 MAN1A2 MAN1B1 MAN1C1 MANF MAP1B MAP1LC3A MAP1LC3B MAP1LC3B2 MAP1LC3C MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K5 MAP2K6 MAP2K7 MAP3K10 MAP3K11 MAP3K12 MAP3K13 MAP3K15 MAP3K20 MAP3K3 MAP3K4 MAP3K5 MAP3K6 MAP3K7 MAP4K1 MAP4K2 MAP4K3 MAP4K4 MAPK1 MAPK10 MAPK11 MAPK12 MAPK13 MAPK14 MAPK15 MAPK3 MAPK7 MAPK8 MAPK8IP1 MAPK8IP2 MAPK8IP3 MAPK9 MAPKAP1 MAPKAPK2 MAPKAPK5 MAPKBP1 MAPT MARCHF6 MARCHF6-DT MARCHF7 MARCKS MARF1 MARVELD3 MASTL MAX MBD4 MBIP MBTD1 MBTPS1 MBTPS2 MC1R MCL1 MCM10 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 MCM9 MCMDC2 MCRS1 MCTS1 MDC1 MDFIC MDM2 MDM4 MEAF6 MEAK7 MECOM MEF2C MEIOB MEIOC MEN1 MET METTL3 MFHAS1 MFN2 MFSD2A MGARP MGAT3 MGME1 MGMT MGST1 MICA MICU1 MID1 MIEF1 MIF MINK1 MIOS MIR103A1 MIR106B MIR107 MIR10A MIR126 MIR132 MIR133A1 MIR135A1 MIR140 MIR145 MIR146A MIR17 MIR181A2 MIR181B1 MIR181D MIR188 MIR193A MIR199A1 MIR200C MIR20A MIR20B MIR21 MIR210 MIR214 MIR217 MIR22 MIR221 MIR222 MIR34A MIR431 MIR448 MIR543 MIR590 MIR675 MIR92A1 MIR96 MIRLET7B MLH1 MLH3 MLST8 MMP2 MMP3 MMP9 MMS19 MMS22L MNAT1 MNDA MNT MOAP1 MORC2 MORC3 MORF4L1 MORF4L2 MPG MPL MPND MPO MPV17 MPV17L MPV17L2 MRE11 MRGBP MRNIP MSH2 MSH3 MSH4 MSH5 MSH6 MSRA MSX1 MT3 MTA1 MTARC1 MTARC2 MTMR3 MTOR MTR MTREX MTSS1 MTURN MUC1 MUL1 MUS81 MUTYH MYB MYBBP1A MYC MYD88 MYH13 MYLK MYO6 MYOD1 NABP1 NABP2 NACC2 NAE1 NAGLU NAIP NBN NBR1 NCCRP1 NCF1 NCK1 NCK2 NCOA6 NCOA7 NCOR1 NDNF NDP NDRG1 NEFL NEIL1 NEIL2 NEIL3 NEK11 NEK4 NEK6 NEO1 NET1 NF1 NFAT5 NFATC2 NFATC4 NFE2 NFE2L2 NFE2L3 NFKB1 NFKB2 NFKBIA NFRKB NGLY1 NHEJ1 NHLRC1 NIBAN1 NIPBL NKX3-1 NLK NLRP1 NLRP3 NME8 NOD1 NOD2 NOL3 NONO NOP53 NOS3 NOTCH1 NOX1 NPAS2 NPC1L1 NPEPPS NPHS1 NPLOC4 NPM1 NPPA NPRL2 NPRL3 NQO1 NR1H2 NR1H3 NR4A2 NRBF2 NRDE2 NREP NSD2 NSMCE1 NSMCE2 NSMCE3 NSMCE4A NTHL1 NUAK1 NUAK2 NUCKS1 NUDT1 NUDT15 NUDT16L1 NUDT2 NUP62 NUPR1 NUPR2 NYNRIN OARD1 OGG1 OMA1 OMG OOEP OPA1 OPRD1 OPRK1 OPRM1 OPTN OS9 OSER1 OTUB1 OTUB2 OXR1 OXSR1 P4HB PACRG PAFAH1B1 PAGE4 PAGR1 PAK1 PALB2 PARG PARK7 PARP1 PARP10 PARP16 PARP2 PARP3 PARP4 PARP6 PARP8 PARP9 PARPBP PAWR PAX2 PAXIP1 PAXX PBK PBRM1 PCGF2 PCK1 PCLAF PCNA PCSK9 PDCD10 PDCD4 PDCD6 PDGFD PDGFRA PDIA2 PDIA3 PDIA4 PDIA6 PDK1 PDK2 PDK3 PDK4 PDS5A PDS5B PDX1 PENK PER1 PEX10 PEX12 PEX13 PEX14 PEX2 PEX5 PGK1 PHB2 PHF1 PHF10 PHLDA3 PHLPP1 PIAS4 PICK1 PIDD1 PIERCE1 PIF1 PIGBOS1 PIK3C2B PIK3C3 PIK3CA PIK3CB PIK3R1 PIK3R2 PIK3R4 PINK1 PJA2 PJVK PKD2 PLA2R1 PLCB1 PLEC PLEKHA1 PLIN1 PLIN2 PLIN3 PLK1 PLK2 PLK3 PMAIP1 PML PMS1 PMS2 PMS2P1 PMS2P3 PMS2P5 PMS2P6 PNKP PNPLA8 PNPT1 POGZ POLA1 POLB POLD1 POLD2 POLD3 POLD4 POLDIP2 POLE POLE2 POLE3 POLG POLH POLI POLK POLL POLM POLN POLQ POLR2I POT1 PPARA PPARD PPARG PPARGC1A PPARGC1B PPIA PPIF PPM1D PPP1CA PPP1R10 PPP1R15A PPP1R15B PPP2CB PPP4C PPP4R2 PPP4R3A PPP4R3B PPP4R3C PPP5C PRAP1 PRDM9 PRDX1 PRDX2 PRDX3 PRDX4 PRDX5 PRELP PRIMPOL PRKAA1 PRKAA2 PRKACA PRKCD PRKCE PRKCG PRKD1 PRKDC PRKN PRKRA PRMT1 PRMT6 PRPF19 PRR5L PRRX1 PSEN1 PSMC6 PSMD10 PSMD14 PSME4 PTEN PTGER4 PTGIS PTGS2 PTK2B PTN PTPN1 PTPN11 PTPN2 PTPN22 PTPRF PTPRK PTPRS PTTG1 PTTG1IP PUM2 PWWP3A PXN PYCARD PYCR1 PYCR2 PYHIN1 PYROXD1 QARS1 QRICH1 RACK1 RAD1 RAD17 RAD18 RAD21 RAD21L1 RAD23A RAD23B RAD50 RAD51 RAD51AP1 RAD51B RAD51C RAD51D RAD52 RAD54B RAD54L RAD9A RAD9B RADX RALB RAP2A RASGRF1 RASGRF2 RASGRP1 RASSF2 RB1CC1 RBBP5 RBBP6 RBBP7 RBBP8 RBL1 RBM11 RBM24 RBM4 RBPJ RBX1 RCHY1 RCN3 RCSD1 REC8 RECQL RECQL4 RECQL5 REL RELA RELB RELL1 RELL2 REV1 REV3L REXO4 RFC1 RFC2 RFC3 RFC4 RFC5 RFWD3 RGCC RGMA RGS14 RHBDD1 RHBDD2 RHNO1 RHOB RIF1 RINT1 RIPK1 RIPK2 RIPK3 RIPOR1 RMI1 RMI2 RNASEH2A RNASEH2B RNASEH2C RNF103 RNF111 RNF113A RNF121 RNF126 RNF13 RNF138 RNF139 RNF152 RNF167 RNF168 RNF169 RNF175 RNF183 RNF185 RNF186 RNF34 RNF5 RNF8 RNFT1 RNFT2 ROCK2 ROMO1 RORA RPA1 RPA2 RPA3 RPA4 RPL26 RPS27L RPS3 RPS6KA1 RPS6KA3 RPS6KA6 RPTOR RRAGA RRAGB RRAGC RRAGD RRM1 RRM2B RRP8 RSL1D1 RTEL1 RTN4R RTN4RL1 RTN4RL2 RUVBL1 RUVBL2 RWDD1 RWDD3 SAMHD1 SASH1 SAXO1 SCAMP5 SCAP SCARA5 SCARF1 SCIMP SCN11A SCN2A SDCBP SDE2 SDF2L1 SDHD SEC16A SEC61B SEH1L SEL1L SEL1L2 SELENOK SELENON SELENOS SEMA3A SEMA4C SENP3 SERINC3 SERP1 SERP2 SERPINB3 SERPINB6 SERPINF2 SESN1 SESN2 SESN3 SETD1A SETD2 SETD7 SETMAR SETX SF3B3 SF3B5 SFN SFPQ SFR1 SFRP1 SFRP2 SGF29 SGK1 SGTA SH2D3A SH2D3C SH3GLB1 SH3RF1 SH3RF2 SH3RF3 SHISA5 SHLD1 SHLD2 SHLD3 SHPRH SIN3A SIPA1 SIRPA SIRT1 SIRT2 SIRT4 SIRT6 SIRT7 SKIL SLAMF1 SLC12A6 SLC1A1 SLC25A14 SLC25A23 SLC25A24 SLC29A1 SLC2A1 SLC2A4 SLC30A9 SLC34A1 SLC38A2 SLC38A3 SLC39A4 SLC39A5 SLC4A11 SLC52A3 SLC7A11 SLC7A5 SLC8A3 SLC9A1 SLF1 SLF2 SLFN11 SLU7 SLX1A SLX1B SLX4 SMAD3 SMARCA2 SMARCA4 SMARCA5 SMARCAD1 SMARCAL1 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMC1A SMC3 SMC5 SMC6 SMCHD1 SMG1 SMPD3 SMUG1 SMYD2 SNAI1 SNAI2 SNCA SNW1 SOCS5 SOD1 SOD2 SOD3 SOX4 SP1 SP100 SP7 SPATA18 SPATA22 SPDYA SPHK1 SPI1 SPIDR SPINDOC SPIRE1 SPIRE2 SPO11 SPP1 SPRED1 SPRED2 SPRING1 SPRTN SQSTM1 SRC SRD5A1 SREBF1 SREBF2 SRF SRPX SRXN1 SSRP1 ST8SIA1 STAC STAT6 STAU1 STAU2 STC1 STC2 STK11 STK24 STK25 STK26 STK3 STK33 STK39 STOML2 STOX1 STRADB STT3B STUB1 STX2 STX4 STXBP4 SUMO1 SUMO4 SUPT16H SUPT20H SUPT3H SUPT7L SUSD6 SUV39H1 SUV39H2 SVIP SWI5 SWSAP1 SYCP1 SYF2 SYVN1 SZT2 TADA1 TADA2B TADA3 TAF1 TAF10 TAF12 TAF2 TAF4 TAF5 TAF5L TAF6 TAF6L TAF7 TAF9 TAF9B TANK TAOK1 TAOK2 TAOK3 TARDBP TBC1D24 TBC1D7 TBL2 TBX2 TBX3 TCIM TDG TDP1 TDP2 TELO2 TENT4A TERB1 TERB2 TERC TERF2 TERF2IP TERT TEX12 TEX15 TEX264 TFAP4 TFDP3 TFEB TFEC TFIP11 TFPI2 TFPT TGFB1 TGFB2 TGFBR3 THBS1 THBS4 THG1L THOC1 THOC5 THY1 TICRR TIFAB TIGAR TIMELESS TIPIN TIPRL TIRAP TLK1 TLK2 TLR3 TLR4 TLR7 TLR9 TM7SF3 TMBIM6 TMCO1 TMED2 TMEM109 TMEM117 TMEM129 TMEM161A TMEM238L TMEM258 TMEM259 TMEM33 TMEM67 TMIGD1 TMTC3 TMTC4 TMUB1 TMUB2 TMX1 TNC TNF TNFAIP3 TNFRSF10B TNFRSF11A TNFRSF19 TNFRSF1A TNFRSF1B TNFSF11 TNIK TNKS1BP1 TNP1 TNR TNRC6A TOMM7 TONSL TOP2A TOP2B TOP3A TOPBP1 TOPORS TOR1A TP53 TP53BP1 TP53INP1 TP63 TP73 TPD52L1 TPM1 TPR TPT1 TRAF2 TRAF4 TRAF6 TRAIP TRAP1 TREM2 TREX1 TREX2 TRIAP1 TRIB1 TRIB3 TRIM13 TRIM21 TRIM25 TRIM28 TRIM32 TRIM39 TRIP12 TRIP13 TRPA1 TRPM2 TRPV1 TRPV4 TRRAP TSC1 TSC2 TSPO TSSK1B TSSK2 TSSK3 TSSK6 TTC23L TTC5 TTF2 TTI1 TTI2 TWIST1 TXN TXNDC12 UBA1 UBA5 UBA7 UBAC2 UBE2A UBE2B UBE2D3 UBE2E2 UBE2G2 UBE2J1 UBE2J2 UBE2N UBE2NL UBE2T UBE2V1 UBE2V2 UBE2W UBE4A UBE4B UBQLN1 UBQLN2 UBQLN3 UBQLN4 UBR5 UBXN1 UBXN10 UBXN4 UBXN6 UBXN8 UCHL5 UCN3 UCP1 UCP2 UFC1 UFD1 UFL1 UFM1 UGGT1 UGGT2 UHRF1 UIMC1 ULK1 ULK3 ULK4 UMOD UNC5CL UNG UPF1 UPP1 USP1 USP10 USP13 USP14 USP15 USP16 USP19 USP22 USP25 USP28 USP3 USP33 USP43 USP44 USP45 USP47 USP51 USP7 UVRAG UVSSA VAPB VASH1 VASN VAV3 VCP VCPIP1 VDAC1 VEGFA VHL VKORC1L1 VPS13C VPS41 VPS72 VRK1 VRK2 WAC WAS WDHD1 WDR24 WDR33 WDR4 WDR45 WDR45B WDR48 WDR59 WDR76 WFS1 WIPI1 WIPI2 WNK1 WNK3 WNT1 WNT16 WNT2B WNT4 WNT5A WNT7A WNT7B WNT9B WRAP53 WRN WRNIP1 XAB2 XBP1 XDH XIAP XNDC1N XPA XPC XPR1 XRCC1 XRCC2 XRCC3 XRCC4 XRCC5 XRCC6 YAP1 YBX1 YBX3 YEATS4 YJU2 YOD1 YPEL3 YWHAE YWHAG YWHAZ YY1 ZBTB1 ZBTB38 ZBTB4 ZBTB40 ZBTB7A ZBTB7B ZC3H12A ZCWPW1 ZDHHC16 ZFAND1 ZFP36 ZFP36L1 ZFYVE1 ZFYVE26 ZGRF1 ZKSCAN3 ZMAT3 ZMIZ1 ZMPSTE24 ZMYND11 ZMYND8 ZNF277 ZNF365 ZNF385A ZNF580 ZNF622 ZNF668 ZNF675 ZNF830 ZNHIT1 ZRANB3 ZSWIM7 GOBP_CELLULAR_RESPONSE_TO_TEMPERATURE_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_TEMPERATURE_STIMULUS HTR1B HTR2B KCNK4 TRPM2 TRPV1 GOBP_CELLULAR_RESPONSE_TO_TESTOSTERONE_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_TESTOSTERONE_STIMULUS AR ELK1 IGF1R MSN NCF1 NCOA4 ROCK2 RWDD1 SIRT1 SLC39A9 SPP1 SRD5A1 GOBP_CELLULAR_RESPONSE_TO_THYROID_HORMONE_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_THYROID_HORMONE_STIMULUS BRD8 CTSB CTSH CTSL CTSS GAS2L1 GATA1 GCLC GCLM GHSR INHBB KIT KLF9 LMO2 MED1 RDX THRB GOBP_CELLULAR_RESPONSE_TO_TOPOLOGICALLY_INCORRECT_PROTEIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_TOPOLOGICALLY_INCORRECT_PROTEIN ABCA7 ABCB10 AGR2 AKIRIN2 AMFR ATF3 ATF4 ATF6 ATF6B ATXN3 AUP1 BAG3 BAG6 BAK1 BAX BCL2L11 BFAR BHLHA15 BOK CCND1 CDK5RAP3 COPS5 CREB3 CREB3L1 CREBZF CTH CUL3 DAB2IP DAXX DDIT3 DDRGK1 DERL1 DERL2 DERL3 DNAJB12 DNAJB14 DNAJB9 DNAJC10 DNAJC18 EIF2AK2 EIF2AK3 EIF2S1 ERLEC1 ERMP1 ERN1 ERN2 ERO1A FGF21 FICD HDAC6 HERPUD1 HERPUD2 HSF1 HSPA1A HSPA5 HSPB8 HSPD1 KLHL15 MBTPS1 MBTPS2 MIR199A1 NCK1 NCK2 NFE2L2 NGLY1 OPTN OS9 PACRG PARP16 PARP6 PARP8 PIGBOS1 PIK3R1 PPP1R15A PPP1R15B PRKN PTPN1 PTPN2 QRICH1 RACK1 RHBDD1 RHBDD2 RNF126 RNF185 RNF5 SDF2L1 SELENOS SERP1 SERP2 STC2 STUB1 TBL2 TM7SF3 TMBIM6 TMED2 TMEM33 TMTC4 TOR1A UBE2W UFD1 UFL1 UGGT1 UGGT2 UMOD VAPB VCP WFS1 XBP1 YOD1 GOBP_CELLULAR_RESPONSE_TO_TOXIC_SUBSTANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_TOXIC_SUBSTANCE ABCB6 ABCG2 ABTB2 ADH4 ADH5 AIFM2 AKR1A1 AKR1B10 ALB ALDH1A1 ALOX5AP APOA4 APOE APOM AQP8 ATP7A BMP7 CAT CCS CD36 CERS1 CLIC2 CYGB DHFR DHFRP1 DUOX1 DUOX2 EPX ESD FABP1 FANCC FBLN5 GCH1 GFER GPX1 GPX2 GPX3 GPX4 GPX5 GPX6 GPX7 GPX8 GSR GSTA1 GSTK1 GSTM1 GSTM2 GSTM3 GSTO1 GSTO2 GSTP1 GSTT1 GSTZ1 H19 HBA1 HBA2 HBB HBD HBE1 HBG1 HBG2 HBM HBQ1 HBZ HP IPCEF1 KCNC2 KDM3B LANCL1 LPO LTC4S MGST1 MGST2 MGST3 MIR21 MIR675 MPO MT3 MTARC1 MTARC2 NFE2L2 NNT NOS3 NQO1 NXN OPRD1 PARK7 PIM1 PINK1 PRDX1 PRDX2 PRDX3 PRDX4 PRDX5 PRDX6 PRKN PRXL2A PTGES PTGS1 PTGS2 PTPN13 PXDN PXDNL RDH11 RDH12 S100A9 SELENOF SELENOS SELENOT SELENOW SESN1 SESN2 SLC11A1 SLC39A8 SOD1 SOD2 SOD3 SRXN1 TNF TP53INP1 TPO TXN TXNDC17 TXNDC2 TXNRD1 TXNRD2 TXNRD3 UBIAD1 GOBP_CELLULAR_RESPONSE_TO_TYPE_II_INTERFERON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_TYPE_II_INTERFERON ACOD1 ACTG1 ACTR2 ACTR3 ADAMTS13 AIF1 AQP4 ARG1 ASS1 CALM1 CAMK2A CASP1 CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL3 CCL3L1 CCL3L3 CCL4 CCL5 CCL7 CCL8 CD47 CD58 CDC37 CDC42 CDC42EP2 CDC42EP4 CLDN1 CX3CL1 DAPK1 DAPK3 EDN1 EPRS1 FASLG FLNB GAPDH GBP1 GBP2 GBP3 GBP4 GBP5 GBP6 GBP7 GSN HCK HLA-DPA1 HPX IFNG IFNGR1 IFNGR2 IL12B IL12RB1 IRF1 IRF8 IRGM JAK1 JAK2 KIF5B LGALS9 MED1 MRC1 MYO1C NLRC5 NOS2 NR1H2 NR1H3 OTOP1 PARP14 PARP9 PDE12 PPARG PTPN2 RAB20 RAB43 RAB7B RAF1 RPL13A RPS6KB1 SIRPA SLC26A6 SP100 STAT1 STX4 STX8 STXBP1 STXBP3 STXBP4 SYNCRIP TDGF1 TLR2 TLR3 TLR4 TNF TP53 TXK TYK2 VAMP3 VIM VPS26B WAS WNT5A XCL1 XCL2 ZYX GOBP_CELLULAR_RESPONSE_TO_UNFOLDED_PROTEIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_UNFOLDED_PROTEIN ABCA7 ABCB10 AGR2 AMFR ATF3 ATF4 ATF6 ATF6B BAG3 BAK1 BAX BCL2L11 BFAR BHLHA15 BOK CCND1 CDK5RAP3 COPS5 CREB3 CREB3L1 CREBZF CTH DAB2IP DAXX DDIT3 DDRGK1 DERL1 DERL2 DERL3 DNAJB9 DNAJC10 EIF2AK2 EIF2AK3 EIF2S1 ERLEC1 ERMP1 ERN1 ERN2 ERO1A FGF21 FICD HERPUD1 HERPUD2 HSF1 HSPA1A HSPA5 HSPB8 HSPD1 MBTPS1 MBTPS2 MIR199A1 NCK1 NCK2 NFE2L2 OPTN OS9 PACRG PARP16 PARP6 PARP8 PIGBOS1 PIK3R1 PPP1R15A PPP1R15B PRKN PTPN1 PTPN2 QRICH1 RACK1 RHBDD1 RHBDD2 SELENOS SERP1 SERP2 STC2 STUB1 TBL2 TM7SF3 TMBIM6 TMED2 TMEM33 TMTC4 UFL1 UMOD VAPB VCP WFS1 XBP1 YOD1 GOBP_CELLULAR_RESPONSE_TO_UV https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_UV ACTR5 AQP1 ATF4 ATR AURKB BAK1 BAX BMF CASP9 CDC25A CDKN1A CERS1 COPS9 CREBBP CRIP1 CUL4A CUL4B DDB1 DDB2 DHX36 EIF2AK4 EIF2S1 EP300 ERCC1 ERCC4 H2AC25 HYAL1 HYAL2 HYAL3 INO80 KDM1A MAP3K20 MAPK11 MAPK13 MAPK14 MC1R MDM2 METTL3 MFAP4 MME MMP1 MMP2 MMP3 MMP9 MYC N4BP1 NEDD4 NFATC4 NLRP1 NOC2L NPM1 NSMCE3 OPN1SW OPN3 OPN5 PARP1 PBK PCNA PIERCE1 PIK3R1 POLA1 POLD1 POLD3 POLH POLK PPID PRKCD PTPRK RBX1 RHBDD1 RHNO1 RPL26 RUVBL2 SDE2 SIRT1 SMPD1 ST20 STK11 TAF1 TIMP1 TMEM161A TP53 TP53INP1 TREX1 TRIAP1 USP28 USP47 XPA XPC YY1 ZBTB1 GOBP_CELLULAR_RESPONSE_TO_UV_A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_UV_A CERS1 MME MMP1 MMP2 MMP3 MMP9 OPN1SW OPN3 OPN5 PPID TIMP1 GOBP_CELLULAR_RESPONSE_TO_UV_B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_UV_B CDKN1A CRIP1 HYAL1 HYAL2 HYAL3 MAP3K20 MAPK11 MAPK14 MFAP4 MME NLRP1 STK11 GOBP_CELLULAR_RESPONSE_TO_UV_C https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_UV_C MDM2 PIERCE1 POLH ST20 TP53 GOBP_CELLULAR_RESPONSE_TO_VASCULAR_ENDOTHELIAL_GROWTH_FACTOR_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_VASCULAR_ENDOTHELIAL_GROWTH_FACTOR_STIMULUS ADAMTS12 ADAMTS3 ADGRA2 AKT1 ANXA1 ATP2B4 CADM4 CCBE1 CD63 DAB2IP DCN DLL1 DLL4 EGR3 EMILIN1 ERN1 FBXW7-AS1 FLT1 FLT3 FLT4 FOXC1 GAB1 GAS1 HRG HSPB1 IL12A IL12B ITGB1BP1 JCAD KDR MAP2K3 MAPK14 MAPKAPK2 MIR16-1 MIR196A1 MIR199A1 MIR20A MIR21 MIR23A MIR26A1 MIR27A MIR27B MIR329-1 MIR342 MIR424 MT1G MYO1C NOTCH1 NR4A1 NRP1 NRP2 NUS1 PDGFRA PDGFRB PGF PIK3CA PIK3CB PIK3CD PRKD1 PRKD2 PTP4A3 RAMP2 RELA ROBO1 SEMA6A SMOC2 SPHK1 SPRY2 TNXB VCAM1 VEGFA VEGFB VEGFC VEGFD XDH GOBP_CELLULAR_RESPONSE_TO_VIRUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_VIRUS ADAR ARF1 ATF2 BAX CALR CCL19 CCL5 CHUK CXCL10 DDX3X EIF5A EXT1 FMR1 GBF1 GSDME H19 HIF1A HSP90AA1 IFI6 IFIH1 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR1 IFNAR2 IFNB1 IFNE IFNG IFNGR1 IFNGR2 IFNK IFNL1 IFNL2 IFNL3 IFNL4 IFNLR1 IFNW1 IKBKE IL10RB IL12A IL21 IL6 IRF3 IRF5 IRGM JAK1 JAK2 LGALS8 LGALS9 MAPK11 MAPK14 MIR130A MIR146A MIR21 MIR29B1 MIR302A MIR30C1 MIR675 MIR758 MMP12 NFKB1 NLRP3 OAS1 PENK POU2AF1 POU2F2 PYDC5 RIOK3 RRP1B SMAD3 TLR3 TLR7 TOMM70 TRIM6 TYK2 VWCE WDFY4 ZC3H12A GOBP_CELLULAR_RESPONSE_TO_VITAMIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_VITAMIN BGLAP BRIP1 CASR COL1A1 CYP24A1 CYP27B1 FES FGF23 FOLR1 FOLR2 GAS6 GDAP1 KANK2 LEP MDM2 MED1 MIR125B1 MN1 PENK PHEX PIM1 POSTN RXRA RXRB SFRP1 SNAI2 SNW1 TNC TRIM24 VDR GOBP_CELLULAR_RESPONSE_TO_VITAMIN_D https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_VITAMIN_D BGLAP CASR CYP24A1 CYP27B1 FES FGF23 GDAP1 KANK2 MED1 MIR125B1 MN1 PENK PHEX PIM1 RXRA RXRB SFRP1 SNAI2 SNW1 TNC TRIM24 VDR GOBP_CELLULAR_RESPONSE_TO_WATER_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_WATER_STIMULUS AQP2 AVPR1A PIK3CA PKD2 PLEC SIPA1 GOBP_CELLULAR_RESPONSE_TO_XENOBIOTIC_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_XENOBIOTIC_STIMULUS AADAC ABCA1 ABCB1 ABCB11 ABCC1 ABCC2 ABCC3 ABCC4 ABCC5 ACAA1 ACER2 ACSL1 ACSM1 ACSM2B ADA ADIPOQ ADSS1 AHR AIM2 AIP AKR1C1 ALDH3A1 ANKRD1 AOC2 AOX1 AS3MT ASIC2 BCHE BPHL BRAF CAD CBR1 CBR3 CD69 CERS1 CES2 CES3 CMBL CRHBP CRKL CRYZ CXCR4 CYB5B CYP1A1 CYP1A2 CYP1B1 CYP26A1 CYP26B1 CYP2A13 CYP2A6 CYP2A7 CYP2B6 CYP2C18 CYP2C19 CYP2C8 CYP2C9 CYP2D6 CYP2D7 CYP2E1 CYP2F1 CYP2J2 CYP2R1 CYP2S1 CYP2U1 CYP2W1 CYP3A4 CYP3A5 CYP3A7 CYP46A1 CYP4F12 CYP4F2 DPEP1 E2F1 EDN1 EFTUD2 EHMT2 EPHX1 FBP1 FGF21 FMO1 FMO2 FMO4 FMO5 GAS6 GLYAT GPLD1 GRIN1 GSTA1 GSTA2 GSTA3 GSTA4 GSTA5 GSTM1 GSTM2 GSTM3 GSTM4 GSTO1 GSTO2 GSTP1 GUK1 HNF4A HSF1 HTR1B IL1B ITGB3 KCNC1 KCNE2 KCNH2 KCNQ1 KCNQ3 LPO MCM7 MEF2C MYC N6AMT1 NAT1 NAT2 NCEH1 NFE2L2 NKX3-1 NOS1 NOS2 NQO1 NR1I2 NUDT15 PAX6 PCNA PDE4A PDE4B POR PPM1E PPM1F PPP1R12A PPP1R9B PRKAA1 PRKAA2 PRNP RAP2A RB1 RBM22 RECQL5 REN REST RNF149 RORA RORC S100A12 SLC10A1 SLC22A1 SLC22A7 SLC28A2 SLC28A3 SLC29A1 SLC29A3 SLCO1A2 SLCO1B1 SLCO1B3 SLCO2B1 SMOX SOX10 SUFU SULT1A1 SULT1A2 SULT1A3 SULT1A4 SULT1B1 SULT1C3 SULT1C4 SULT2A1 TFRC TH TLR3 TP53 TPMT UCHL1 UGT1A1 UGT1A10 UGT1A3 UGT1A6 UGT1A7 UGT1A8 UGT1A9 UGT2B11 UGT2B15 UGT2B17 UGT2B28 UGT2B7 UMPS VAV1 VAV2 VKORC1 WNK4 GOBP_CELLULAR_RESPONSE_TO_X_RAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_X_RAY ATM CCND2 GATA3 NIPBL NUCKS1 PRAP1 SFRP1 SFRP2 TP53BP1 XRCC5 XRCC6 GOBP_CELLULAR_RESPONSE_TO_ZINC_ION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_RESPONSE_TO_ZINC_ION ATP13A2 CREB1 GLRA1 GLRA2 HVCN1 KCNK3 MT1A MT1B MT1DP MT1E MT1F MT1G MT1H MT1HL1 MT1M MT1X MT2A MT3 MT4 MTF1 P2RX4 PARP1 TSPO ZNF658 GOBP_CELLULAR_SENESCENCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELLULAR_SENESCENCE ABI3 ABL1 AKT3 ARG2 ATM B2M BCL6 BMAL1 BMPR1A BRCA2 CALR CDK2 CDK6 CDKN1A CDKN1B CDKN2A CDKN2B CGAS CITED2 COMP DNAJA3 ECRG4 EEF1E1 FBXO4 FBXO5 FZR1 H2AX HLA-G HMGA1 HMGA2 HRAS ID2 IGF1R ING2 KAT5 KAT6A KIR2DL4 LMNA MAGEA2 MAGEA2B MAP2K1 MAP2K3 MAP2K4 MAP2K6 MAP2K7 MAP3K3 MAP3K5 MAPK10 MAPK11 MAPK14 MAPK8 MAPK9 MAPKAPK5 MIF MIR10A MIR146A MIR17 MIR188 MIR20B MIR217 MIR22 MIR34A MIR543 MIR590 MNT MORC3 NEK4 NEK6 NPM1 NSMCE2 NUAK1 NUP62 OPA1 PAWR PLA2R1 PLK2 PML PNPT1 PRELP PRKCD PRMT6 PTEN RBL1 RSL1D1 SIRT1 SIRT6 SMC5 SMC6 SPI1 SRF TBX2 TBX3 TERC TERF2 TERT TOP2B TP53 TP63 TWIST1 ULK3 VASH1 WNT1 WNT16 WRN YBX1 YPEL3 ZKSCAN3 ZMIZ1 ZMPSTE24 ZNF277 GOBP_CELL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_ACTIVATION ABL1 ABL2 ACTA2 ACTB ACTG1 ACTL6A ACTL6B ACTN1 ADA ADAM10 ADAM17 ADAM8 ADAM9 ADAMTS13 ADAMTS18 ADGRE2 ADGRF5 ADGRG3 ADORA2A ADORA2B ADRA2A ADRA2B ADRA2C AGER AHR AICDA AIF1 AIRE AKAP12 AKAP17A AKIRIN2 AKT1 ALOX12 AMBRA1 ANXA1 ANXA3 AP1G1 AP3B1 AP3D1 APBB1IP APLF APOE APP AQP8 ARG1 ARG2 ARID1A ARID1B ARID2 ARMC5 ASCL2 ASTL ATAD5 ATF2 ATG5 ATM ATP7A AXL AZI2 AZU1 B2M BAD BAG6 BAK1 BANK1 BATF BATF2 BATF3 BAX BCL10 BCL11B BCL2 BCL3 BCL6 BCR BID BLNK BLOC1S3 BLOC1S4 BLOC1S6 BMI1 BMP4 BMPER BPI BRAF BRD7 BST1 BST2 BTK BTN2A2 BTN3A1 C12orf4 C17orf99 C1GALT1C1 C1QA C1QTNF1 C5AR1 CADM1 CAMK4 CAMP CAPN3 CARD11 CASP3 CASP8 CAV1 CBFB CBL CBLB CCDC88B CCL19 CCL2 CCL21 CCL3 CCL5 CCND3 CCR2 CCR6 CCR7 CCR9 CD151 CD160 CD177 CD180 CD19 CD1C CD1D CD2 CD200 CD209 CD22 CD226 CD24 CD244 CD247 CD27 CD274 CD276 CD28 CD300A CD300LF CD320 CD33 CD38 CD3D CD3E CD3G CD4 CD40 CD40LG CD44 CD46 CD47 CD5 CD55 CD6 CD7 CD70 CD74 CD79A CD79B CD80 CD81 CD83 CD84 CD86 CD8A CD8B CD9 CD93 CDH17 CDH26 CDK6 CDKN1A CEACAM1 CEACAM21 CEBPA CEBPB CEBPG CELA2A CGAS CHD7 CHGA CHRNA4 CHRNA7 CHRNB2 CLC CLCF1 CLEC4A CLEC4D CLEC4E CLEC4G CLEC7A CLECL1P CLIC1 CLNK CLPTM1 CLU CMTM7 CNR1 CNR2 CNTF COL3A1 COMP CORO1A CPLX2 CR1 CR2 CRLF2 CRTAM CRTC3 CSF1 CSF2 CSK CSRP1 CST7 CTLA4 CTNNB1 CTPS1 CTSC CTSG CTSL CUL4A CX3CL1 CX3CR1 CXADR CXCL10 CXCL6 CXCL8 CXCR2 CXCR5 CYGB CYP26B1 CYRIB DAPL1 DCAF1 DCAF12 DCAF15 DCLRE1C DCSTAMP DDOST DDR2 DGKA DGKB DGKD DGKE DGKG DGKH DGKI DGKK DGKQ DGKZ DHPS DHRS2 DLG1 DLG5 DLL1 DLL4 DNAJA3 DNAJB9 DNASE1 DNASE1L3 DOCK10 DOCK11 DOCK2 DOCK8 DPP4 DROSHA DTX1 DUSP10 DUSP22 DUSP3 DYSF EBI3 EDN1 EDN2 EFNB1 EFNB2 EFNB3 EGR1 EGR3 EIF2AK4 ELF4 EMILIN1 EMILIN2 EMP2 ENPP3 ENTPD2 ENTPD7 EOMES EP300 EPHB1 EPHB2 EPO ERBB2 ERCC1 EXO1 EXOSC3 EXOSC6 EZH2 F11R F2 F2R F2RL1 F2RL2 F2RL3 FADD FANCA FANCD2 FBXO7 FCER1A FCER1G FCER2 FCGR2B FCGR3A FCHO1 FCRL1 FCRL3 FER FERMT3 FES FGA FGB FGF10 FGG FGL1 FGL2 FGR FIBP FKBP1A FKBP1B FLNA FLOT2 FLT3 FN1 FNIP1 FOSL2 FOXF1 FOXJ1 FOXN1 FOXO3 FOXP1 FOXP3 FUNDC2 FUT7 FYN FZD5 FZD6 FZD7 FZD8 FZD9 GAB2 GAL GAPT GAS6 GATA1 GATA2 GATA3 GBA1 GBF1 GCLC GCLM GJD4 GLI2 GLI3 GLMN GNA13 GNAQ GNAS GP1BA GP1BB GP5 GP6 GP9 GPAM GPER1 GPNMB GPR137B GPR15LG GPR18 GPR183 GPR89A GPR89B GPS2 GRN GRP GSN HAMP HAVCR1 HAVCR2 HBB HDAC4 HDAC5 HDAC9 HECTD1 HELLS HES1 HFE HHEX HHLA2 HLA-A HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G HLX HMCES HMGB1 HOXA9 HPRT1 HRG HSH2D HSPB1 HSPD1 HSPH1 HYAL2 ICAM1 ICOS ICOSLG ID2 IDO1 IFI35 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IFNE IFNG IFNGR1 IFNGR2 IFNK IFNL1 IFNW1 IGBP1 IGF1 IGF2 IGFBP2 IHH IKZF1 IKZF3 IL10 IL11 IL12A IL12B IL12RB1 IL13 IL13RA2 IL15 IL15RA IL17A IL17RA IL18 IL18R1 IL18RAP IL1A IL1B IL1RL1 IL1RL2 IL2 IL20RB IL21 IL21R IL23A IL23R IL27 IL27RA IL2RA IL2RG IL31RA IL33 IL36B IL4 IL4I1 IL4R IL5 IL6 IL6R IL6ST IL7 IL7R IL9 ILDR2 ILK IMPDH2 INHA INHBA INPP5D INS IRF1 IRF2BP2 IRF4 IRF8 IRGM IRS2 ITCH ITFG2 ITGA4 ITGAL ITGAM ITGB1 ITGB2 ITGB3 ITGB6 ITGB8 ITK ITM2A ITPKB JAG2 JAK1 JAK2 JAK3 JAML JMJD6 JUNB KARS1 KAT2A KAT5 KAT7 KCNJ8 KDELR1 KIF13B KIR3DS1 KIT KITLG KLF5 KLF6 KLHL25 KLRC1 KLRC2 KLRC3 KLRC4-KLRK1 KLRD1 KLRF2 KLRK1 KMT2A KMT2E KMT5B KMT5C KPNA1 KRT2 LAG3 LAMP1 LAPTM5 LAT LAT2 LAX1 LBP LCK LCP1 LCP2 LDLR LEF1 LEP LEPR LFNG LGALS1 LGALS3 LGALS9 LGALS9B LGALS9C LIG4 LILRA2 LILRA5 LILRB1 LILRB2 LILRB4 LIPA LMBR1L LMO1 LMO4 LOXL3 LRFN5 LRP1 LRRC32 LRRC8A LRRK2 LST1 LTBR LY6D LY9 LYL1 LYN MAD1L1 MAD2L2 MAFB MALT1 MAP3K8 MAPK14 MAPK8IP1 MAPT MARCHF7 MDK MDM2 MEF2C MEGF10 MEN1 MERTK METAP1 METTL3 MFAP3 MFHAS1 MFNG MFSD2B MICA MICB MIF MILR1 MIR125A MIR128-1 MIR130A MIR142 MIR145 MIR17HG MIR181B1 MIR181C MIR185 MIR19A MIR21 MIR27A MIR30B MIR92A1 MLH1 MMP14 MMP8 MMRN1 MNDA MPL MR1 MRGPRX2 MS4A1 MSH2 MSH6 MSN MT1G MTOR MYB MYD88 MYH9 MYL12A MYL9 MYO18A MZB1 NAGLU NBN NCAPH2 NCK1 NCK2 NCKAP1L NCR1 NCR3 NCSTN NDFIP1 NDRG1 NECTIN2 NEDD9 NFAM1 NFATC2 NFIL3 NFKB2 NFKBID NFKBIZ NHEJ1 NKAP NKG7 NKX2-3 NLRC3 NLRP3 NLRP5 NMI NOD2 NOS3 NOTCH2 NPR2 NR1D1 NR1H3 NR4A3 NRARP NSD2 NTRK1 ONECUT1 P2RX1 P2RX4 P2RX7 P2RY1 P2RY12 PAG1 PARP3 PATZ1 PAWR PAX5 PAXIP1 PBRM1 PBX1 PCID2 PCK1 PDCD1LG2 PDE5A PDGFA PDGFB PDGFRA PDIA2 PDIA3 PDPK1 PDPN PEAR1 PELI1 PF4 PGLYRP1 PGLYRP2 PGLYRP3 PHB1 PHB2 PHF10 PHF14 PIBF1 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R6 PJA2 PKN1 PKNOX1 PLA2G10 PLA2G2A PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G4A PLA2G5 PLAT PLCB1 PLCG2 PLCL2 PLCZ1 PLEK PLPP6 PLSCR1 PMS2 PNP POU2AF1 PPIA PPP2R3C PPP3CA PPP3CB PRAM1 PRDM1 PRDX1 PRDX2 PRELID1 PREX1 PRF1 PRG3 PRKAR1A PRKCA PRKCB PRKCD PRKCE PRKCQ PRKCZ PRKDC PRKG1 PRLR PRMT5 PRNP PRR7 PSEN1 PSG9 PSMB10 PSMB11 PTAFR PTGDR PTGDS PTGER4 PTK2B PTPN11 PTPN2 PTPN22 PTPN6 PTPRC PTPRJ PURA PYCARD RAB27A RAB29 RAB44 RABGEF1 RABL3 RAC2 RAG1 RAG2 RAP2B RARA RASAL3 RASGRP1 RASSF5 RBPJ RBX1 RC3H1 RC3H2 RELB RGCC RHBDD3 RHOA RHOH RIF1 RIPK2 RIPK3 RIPOR2 RNF168 RNF41 RNF8 RORA RORC RPL22 RPS3 RPS6 RPS6KA1 RSAD2 RUNX1 RUNX2 RUNX3 S100A12 S100A13 SAA1 SAMSN1 SANBR SART1 SASH3 SBNO2 SCGB1A1 SCN11A SCNN1B SCRIB SDC4 SELENOK SELP SELPLG SEMA4A SERPINE2 SFRP1 SFTPD SH2B3 SH2D1B SH2D2A SH3KBP1 SH3RF1 SHB SHH SHLD1 SHLD2 SHLD3 SHPK SIRPA SIRPB1 SIRPG SIT1 SKAP2 SLA2 SLAMF1 SLAMF6 SLAMF7 SLAMF8 SLAMF9 SLC11A1 SLC15A4 SLC18A2 SLC25A5 SLC39A10 SLC39A6 SLC39A7 SLC46A2 SLC4A2 SLC6A4 SLC7A1 SLC7A11 SLURP1 SMAD3 SMAD4 SMAD7 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMO SNAP23 SNCA SNX27 SNX4 SNX6 SOCS1 SOCS3 SOCS5 SOCS6 SOD1 SOS1 SOS2 SOX11 SOX12 SOX13 SOX15 SOX4 SP3 SPACA3 SPHK1 SPHK2 SPI1 SPINK5 SPN SPTA1 SRC SRF ST3GAL1 STAP1 STAT3 STAT4 STAT5B STAT6 STK11 STK39 STOML2 STX4 STXBP1 STXBP2 STXBP3 SUCNR1 SUPT6H SWAP70 SYK SYT11 SYVN1 TACR1 TAFA3 TARM1 TBC1D10C TBX21 TCF3 TCF7 TCIM TCIRG1 TEC TESPA1 TFRC TGFB1 TGFBR1 TGFBR2 THBD THBS1 THEMIS THEMIS2 THOC1 THY1 TICAM1 TICAM2 TIGIT TIRAP TLN1 TLR1 TLR2 TLR3 TLR4 TLR6 TLR9 TMEM106A TMEM131L TMEM229B TMEM98 TMIGD2 TNF TNFAIP3 TNFAIP8L2 TNFRSF13B TNFRSF13C TNFRSF14 TNFRSF1B TNFRSF21 TNFRSF4 TNFRSF9 TNFSF11 TNFSF13 TNFSF13B TNFSF14 TNFSF18 TNFSF4 TNFSF8 TNFSF9 TNIP2 TOLLIP TOP2B TOX TP53 TP53BP1 TPD52 TRAC TRAF3IP2 TRAF6 TRBC1 TRBC2 TRDC TREM2 TREML1 TREML2 TREX1 TRGC1 TRPV1 TSC1 TSLP TSPAN32 TTBK1 TUBB1 TUSC2 TWSG1 TXK TXLNA TYK2 TYRO3 TYROBP UBASH3B UBD ULBP1 ULBP2 ULBP3 ULK3 UNC13D UNG USP44 VAMP2 VAMP3 VAMP7 VAMP8 VAV1 VAV2 VAV3 VCAM1 VCL VNN1 VPS33B VSIG4 VSIR VTCN1 VWF WAS WBP2NL WDFY4 WNK4 WNT1 WNT10B WNT3A WNT4 WNT5A WNT7A XBP1 XCL1 XRCC6 YES1 YY1 ZAP70 ZBTB1 ZBTB16 ZBTB46 ZBTB7A ZBTB7B ZC3H12A ZC3H8 ZEB1 ZEB2 ZFP36L1 ZFP36L2 ZFPM1 ZMIZ1 ZNF3 ZNF335 ZNF683 ZP1 ZP2 ZP3 ZP4 GOBP_CELL_ACTIVATION_INVOLVED_IN_IMMUNE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_ACTIVATION_INVOLVED_IN_IMMUNE_RESPONSE ABL1 ADA ADGRE2 ADORA2B AICDA ANXA1 ANXA3 AP1G1 APBB1IP APLF APP ASCL2 ATAD5 ATP7A BATF BCL3 BCL6 BCR BTK C12orf4 C17orf99 CBL CCL19 CCL3 CCR2 CCR6 CD177 CD180 CD19 CD1C CD244 CD28 CD300A CD40 CD40LG CD46 CD74 CD80 CD81 CD84 CD86 CDH17 CEACAM1 CHGA CLCF1 CLEC4D CLEC4E CLNK CORO1A CPLX2 CR1 CX3CR1 DLL1 DNASE1 DNASE1L3 DOCK10 DOCK11 DOCK2 DYSF EIF2AK4 ENPP3 ENTPD7 EOMES ERCC1 EXO1 EXOSC3 EXOSC6 F2RL1 FCER1A FCER1G FCGR2B FCGR3A FER FES FGL2 FGR FOXF1 FOXP1 FOXP3 GAB2 GAPT GATA1 GATA2 GATA3 GBF1 GPR15LG GPR183 GRN GRP HAVCR2 HLA-DMB HLA-DRA HLA-DRB1 HLA-F HLX HMCES HMGB1 HSPD1 ICAM1 IFI35 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IFNE IFNG IFNK IFNL1 IFNW1 IL10 IL12B IL12RB1 IL13 IL13RA2 IL18 IL18R1 IL2 IL21 IL23A IL23R IL27 IL27RA IL33 IL4 IL4R IL6 IL6R IRF4 IRF8 ITFG2 ITGAL ITGAM ITGB2 ITM2A JAK1 JAK3 JUNB KARS1 KIT KLRC2 KLRF2 KMT2A KMT5B KMT5C LAMP1 LAT LAT2 LBP LCP1 LEF1 LFNG LGALS1 LGALS3 LGALS9 LIG4 LILRA2 LILRB1 LOXL3 LRP1 LY9 LYN MAD2L2 MALT1 MDK MEN1 MFNG MILR1 MIR21 MLH1 MRGPRX2 MSH2 MSH6 MTOR MYB MYD88 NBN NCKAP1L NDFIP1 NFKBID NFKBIZ NKG7 NKX2-3 NLRP3 NMI NOTCH2 NR4A3 NSD2 PARP3 PAXIP1 PCK1 PDPK1 PGLYRP1 PGLYRP2 PGLYRP3 PHF14 PIK3CD PIK3CG PLA2G3 PLCG2 PLCL2 PMS2 POU2AF1 PRAM1 PRKCE PRKCZ PSEN1 PTAFR PTGDR PTGDS PTGER4 PTK2B PTPN6 PTPRC PYCARD RAB27A RAB44 RABGEF1 RAC2 RAG2 RARA RASGRP1 RC3H1 RC3H2 RELB RIF1 RIPK2 RNF168 RNF8 RORA RORC RPS6 S100A13 SANBR SBNO2 SCN11A SCNN1B SEMA4A SH2D1B SHB SHLD1 SHLD2 SHLD3 SLAMF1 SLAMF6 SLC11A1 SLC15A4 SLC18A2 SMAD7 SNAP23 SNX4 SNX6 SOCS3 SOCS5 SPHK2 SPI1 SPN ST3GAL1 STAT3 STAT4 STAT6 STX4 STXBP1 STXBP2 STXBP3 SUCNR1 SUPT6H SWAP70 SYK TBX21 TCIM TFRC TGFB1 THOC1 TICAM1 TLR4 TMEM98 TNF TNFSF13 TNFSF18 TNFSF4 TP53 TP53BP1 TREM2 TREX1 TSC1 TYROBP UNC13D UNG VAMP2 VAMP3 VAMP7 VAMP8 XBP1 ZBTB7B ZC3H12A ZFPM1 ZNF683 GOBP_CELL_ADHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_ADHESION AATF ABCA12 ABI3BP ABL1 ABL2 ACAN ACER2 ACHE ACKR3 ACTB ACTG1 ACTL6A ACTL6B ACTN1 ACTN2 ACTN3 ACTN4 ACVR1 ACVRL1 ADA ADAM10 ADAM12 ADAM15 ADAM17 ADAM18 ADAM19 ADAM2 ADAM22 ADAM23 ADAM32 ADAM8 ADAM9 ADAMDEC1 ADAMTS12 ADAMTS13 ADAMTS18 ADAMTS9 ADD2 ADGRB1 ADGRE1 ADGRE2 ADGRE5 ADGRG1 ADGRL1 ADGRL3 ADGRV1 ADIPOQ ADORA2A ADTRP AFDN AGER AGGF1 AGR2 AIF1 AJAP1 AJUBA AKIP1 AKNA AKT1 ALCAM ALOX12 ALOX15 ALOX5 AMBN AMBP AMBRA1 AMELX AMIGO1 AMIGO2 AMIGO3 AMTN ANGPT1 ANGPT2 ANGPTL3 ANK3 ANOS1 ANTXR1 ANXA1 ANXA2 ANXA9 AOC3 AP1AR AP3B1 AP3D1 APBA1 APBB1IP APC APLP1 APOA1 APOA4 APOD APP ARF6 ARG1 ARG2 ARHGAP5 ARHGAP6 ARHGDIG ARHGEF7 ARID1A ARID1B ARID2 ARL2 ARPC2 ARVCF ASCL2 ASS1 ASTL ASTN1 ASTN2 ATM ATP1B1 ATP1B2 ATP2A2 ATP2C1 ATP4B ATP5F1B ATXN3 AXL AZGP1 AZU1 B2M B4GALNT2 B4GALT1 BAD BAG4 BAIAP2 BAIAP2L1 BCAM BCAN BCAR1 BCL10 BCL2 BCL2L11 BCL6 BCR BGLAP BLOC1S4 BMI1 BMP10 BMP2 BMP4 BMP5 BMP6 BMP7 BMX BOC BRAF BRD7 BST1 BTN2A2 BVES C1QBP C1QTNF1 C2CD4A C2CD4B CADM1 CADM2 CADM3 CADM4 CALR CAMSAP3 CARD11 CARMIL1 CASK CASP3 CASS4 CAV1 CBFB CBLB CBLL1 CBLL2 CBLN1 CCDC80 CCDC88B CCL11 CCL19 CCL2 CCL21 CCL25 CCL28 CCL4 CCL5 CCN1 CCN2 CCN3 CCN4 CCN5 CCN6 CCR1 CCR2 CCR3 CCR7 CCR8 CD151 CD160 CD164 CD177 CD1D CD2 CD200 CD200R1 CD209 CD22 CD226 CD24 CD27 CD274 CD276 CD28 CD300A CD33 CD34 CD36 CD3E CD4 CD40LG CD44 CD46 CD47 CD5 CD55 CD58 CD6 CD63 CD70 CD72 CD74 CD80 CD81 CD83 CD84 CD86 CD9 CD93 CD96 CD99 CD99L2 CDC42 CDC42EP1 CDH1 CDH10 CDH11 CDH12 CDH13 CDH15 CDH16 CDH17 CDH18 CDH19 CDH2 CDH20 CDH22 CDH23 CDH24 CDH26 CDH3 CDH4 CDH5 CDH6 CDH7 CDH8 CDH9 CDHR1 CDHR2 CDHR3 CDHR4 CDHR5 CDK5 CDK5R1 CDK6 CDKN2A CDON CDSN CEACAM1 CEACAM19 CEACAM5 CEACAM6 CEACAM8 CEBPB CELA2A CELSR1 CELSR2 CELSR3 CERCAM CFDP1 CGREF1 CHL1 CHRD CHST10 CHST2 CHST4 CIB1 CIROP CITED2 CLASP1 CLASP2 CLCA2 CLDN1 CLDN10 CLDN11 CLDN12 CLDN14 CLDN15 CLDN16 CLDN17 CLDN18 CLDN19 CLDN2 CLDN20 CLDN22 CLDN23 CLDN24 CLDN25 CLDN3 CLDN34 CLDN4 CLDN5 CLDN6 CLDN7 CLDN8 CLDN9 CLEC4A CLEC4G CLEC4M CLECL1P CLIC1 CLSTN1 CLSTN2 CLSTN3 CNN3 CNTN1 CNTN2 CNTN3 CNTN4 CNTN5 CNTN6 CNTNAP1 CNTNAP2 CNTNAP3 CNTNAP3B CNTNAP4 CNTNAP5 COL12A1 COL13A1 COL14A1 COL15A1 COL16A1 COL17A1 COL18A1 COL19A1 COL1A1 COL26A1 COL28A1 COL3A1 COL4A3 COL4A6 COL5A1 COL5A3 COL6A1 COL6A2 COL6A3 COL6A5 COL6A6 COL7A1 COL8A1 COL8A2 COMP CORO1A CORO1C CORO2B CPLANE2 CR1 CRB1 CRB2 CRK CRKL CRNN CRTAM CSF1 CSF3R CSK CSPG5 CSRP1 CSTA CTLA4 CTNNA1 CTNNA2 CTNNA3 CTNNAL1 CTNNB1 CTNND1 CTNND2 CTSG CTTN CUZD1 CX3CL1 CX3CR1 CXADR CXCL12 CXCL13 CXCL8 CXCR3 CXCR4 CYFIP2 CYP1B1 CYRIB CYTH1 CYTH3 CYTIP DAB1 DAB2 DACT2 DAG1 DAPK3 DAPL1 DCC DCHS1 DCHS2 DDR1 DDR2 DEFB118 DENND6A DGCR2 DGCR6 DHPS DISC1 DLC1 DLG1 DLG2 DLG3 DLG4 DLG5 DLL1 DMP1 DMTN DNAJA3 DNAJB6 DOCK1 DOCK5 DOCK8 DPP4 DPT DSC1 DSC2 DSC3 DSCAM DSCAML1 DSG1 DSG2 DSG3 DSG4 DSP DST DTX1 DUSP1 DUSP10 DUSP22 DUSP26 DUSP3 EBI3 ECM2 EDA EDIL3 EFEMP2 EFNA1 EFNA5 EFNB1 EFNB2 EFNB3 EFS EGFL6 EGFL7 EGFLAM EGFR EGR3 ELANE EMB EMILIN1 EMILIN2 EMP2 ENG ENTPD1 EPB41L4B EPB41L5 EPCAM EPDR1 EPHA1 EPHA2 EPHA3 EPHA4 EPHA7 EPHA8 EPHB1 EPHB2 EPHB3 EPHB4 EPO ERBB2 ERBB3 ERBIN ESAM ETS1 EXT1 EZR F11R F2RL3 FADD FAF1 FAM107A FAP FARP2 FAT1 FAT2 FAT3 FAT4 FBLIM1 FBLN1 FBLN2 FBLN5 FBLN7 FBN1 FCGR2B FCHO1 FER FERMT1 FERMT2 FERMT3 FES FEZ1 FGA FGB FGFRL1 FGG FGL1 FGL2 FIBP FLCN FLG2 FLNA FLOT1 FLOT2 FLRT1 FLRT2 FLRT3 FMN1 FN1 FNDC3A FOLR1 FOLR2 FOLR3 FOXA1 FOXA2 FOXC2 FOXF1 FOXJ1 FOXO3 FOXP3 FPR2 FREM1 FREM2 FREM3 FRMD5 FSTL3 FUT1 FUT2 FUT3 FUT4 FUT7 FUT9 FXYD5 FYB2 FYN FZD4 FZD7 GAS6 GATA1 GATA3 GATA5 GBP1 GCNT1 GCNT2 GFUS GLDN GLI2 GLI3 GLMN GNAS GNE GOLPH3 GP1BA GP1BB GP5 GP6 GP9 GPAM GPC4 GPM6B GPNMB GPR4 GREM1 GRHL2 GRID2 GSK3B GTPBP4 HABP2 HAPLN1 HAPLN2 HAPLN3 HAPLN4 HAS1 HAS2 HAVCR2 HBB HCK HEPACAM HES1 HES5 HFE HHLA2 HLA-A HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-G HLX HMCN1 HMCN2 HMGB1 HOXA7 HOXD3 HPSE HRG HSD17B12 HSPB1 HSPD1 HSPG2 HSPH1 HYAL1 IBSP ICAM1 ICAM2 ICAM3 ICAM4 ICAM5 ICOS ICOSLG IDO1 IFNA2 IFNB1 IFNG IFNL1 IFT74 IGDCC3 IGDCC4 IGF1 IGF2 IGFALS IGFBP2 IGFBP7 IGSF11 IGSF21 IGSF5 IGSF9 IGSF9B IHH IL10 IL12A IL12B IL12RB1 IL15 IL18 IL1A IL1B IL1RAP IL1RAPL1 IL1RL2 IL1RN IL2 IL20RB IL21 IL23A IL23R IL2RA IL2RG IL32 IL36B IL4 IL4I1 IL4R IL6 IL6ST IL7 IL7R ILDR2 ILK INPPL1 IRAK1 IRF1 ISLR ITCH ITGA1 ITGA10 ITGA11 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA6 ITGA7 ITGA8 ITGA9 ITGAD ITGAE ITGAL ITGAM ITGAV ITGAX ITGB1 ITGB1BP1 ITGB2 ITGB3 ITGB3BP ITGB4 ITGB5 ITGB6 ITGB7 ITGB8 ITGBL1 ITPKB IZUMO1 IZUMO1R JAG1 JAG2 JAK1 JAK2 JAK3 JAM2 JAM3 JAML JCAD JUP KANK1 KAT5 KDR KIF14 KIF26B KIFAP3 KIFC3 KIRREL1 KIRREL2 KIRREL3 KIT KITLG KLC1 KLF4 KLHL25 KLRC4-KLRK1 KLRK1 KNG1 KRT18 L1CAM LAG3 LAMA1 LAMA2 LAMA3 LAMA4 LAMA5 LAMB1 LAMB2 LAMB3 LAMB4 LAMC1 LAMC2 LAMC3 LAPTM5 LAX1 LCK LDB1 LEF1 LEP LGALS1 LGALS2 LGALS3 LGALS3BP LGALS4 LGALS7B LGALS9 LGALS9B LGALS9C LIF LILRB1 LILRB2 LILRB4 LIMCH1 LIMS1 LIMS2 LMLN LMO7 LOXL3 LPP LPXN LRFN3 LRFN4 LRFN5 LRG1 LRP5 LRP6 LRRC32 LRRC4 LRRC4B LRRC4C LRRC7 LRRN2 LSAMP LY6D LY9 LYN LYPD3 LYVE1 MACF1 MAD1L1 MAD2L2 MADCAM1 MAEA MAG MAGI1 MALT1 MAP2K5 MAP3K8 MAP4K4 MAPK14 MAPK7 MARCHF7 MBP MCAM MDGA1 MDK MEGF10 MEGF11 MELTF MERTK METAP1 METTL3 MFAP4 MFGE8 MFSD2B MIA3 MICALL2 MINK1 MIP MIR10A MIR125A MIR128-1 MIR138-1 MIR141 MIR146A MIR181C MIR183 MIR192 MIR21 MIR221 MIR222 MIR27A MIR27B MIR29C MIR30B MIR31 MIR503 MIR519D MIR675 MIR9-1 MIR92A1 MIR939 MIRLET7E MIRLET7G MKLN1 MMP12 MMP14 MMP2 MMP24 MMRN1 MMRN2 MOG MPZ MPZL2 MPZL3 MSLN MSLNL MSN MTOR MTSS1 MUC1 MUC16 MUC21 MUC4 MXRA8 MYADM MYBPC1 MYBPC2 MYBPC3 MYBPH MYF5 MYH10 MYH9 MYL12A MYL9 MYO10 MYO1G MYOC MYOT MYPN NCAM1 NCAM2 NCAN NCK1 NCK2 NCKAP1L NDFIP1 NDNF NECTIN1 NECTIN2 NECTIN3 NECTIN4 NEDD9 NEGR1 NEO1 NEXMIF NEXN NF1 NF2 NFASC NFAT5 NFKBID NFKBIZ NID1 NID2 NINJ1 NINJ2 NKAP NLGN1 NLGN2 NLGN3 NLGN4X NLGN4Y NLRP3 NME2 NOD2 NODAL NOTCH1 NOTCH4 NPHP1 NPHP4 NPHS1 NPNT NPTN NR4A3 NRARP NRCAM NRP1 NRP2 NRXN1 NRXN2 NRXN3 NT5E NTM NTN1 NTN4 NTNG1 NTNG2 NUAK1 OLFM4 OLR1 OMD OMG ONECUT1 ONECUT2 OPCML OTOA P2RY12 P4HB PAG1 PAK4 PALLD PARD3 PARD3B PARVA PARVB PARVG PAWR PBRM1 PBXIP1 PCDH1 PCDH10 PCDH11X PCDH11Y PCDH12 PCDH15 PCDH17 PCDH18 PCDH19 PCDH20 PCDH7 PCDH8 PCDH9 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 PCDHB1 PCDHB10 PCDHB11 PCDHB12 PCDHB13 PCDHB14 PCDHB15 PCDHB16 PCDHB18P PCDHB2 PCDHB3 PCDHB4 PCDHB5 PCDHB6 PCDHB7 PCDHB8 PCDHB9 PCDHGA1 PCDHGA10 PCDHGA11 PCDHGA12 PCDHGA2 PCDHGA3 PCDHGA4 PCDHGA5 PCDHGA6 PCDHGA7 PCDHGA8 PCDHGA9 PCDHGB1 PCDHGB2 PCDHGB3 PCDHGB4 PCDHGB5 PCDHGB6 PCDHGB7 PCDHGC3 PCDHGC4 PCDHGC5 PCK1 PDCD1LG2 PDE3B PDE5A PDGFB PDGFRA PDIA2 PDIA3 PDLIM1 PDLIM5 PDPK1 PDPN PDZD2 PEAK1 PEAR1 PECAM1 PELI1 PERP PGM5 PHF10 PHLDB2 PIEZO1 PIK3CA PIK3CB PIK3CG PIK3R1 PIK3R2 PIK3R6 PIP5K1A PIP5K1C PKD1 PKD1L1 PKHD1 PKN2 PKP1 PKP2 PKP3 PKP4 PLA2G2A PLA2G2D PLA2G2E PLA2G2F PLA2G5 PLAU PLAUR PLEK PLEKHA2 PLEKHA7 PLET1 PLG PLPP3 PLXNA1 PLXNA2 PLXNA3 PLXNA4 PLXNB1 PLXNB2 PLXNB3 PLXNC1 PLXND1 PML PNN PNP PODXL PODXL2 POLDIP2 POSTN PPARA PPARD PPFIA1 PPFIA2 PPFIBP1 PPIA PPM1F PPP1CA PPP1CB PPP1R12A PPP2CA PPP2R1A PPP3CA PRDX2 PREX1 PRICKLE1 PRKAR1A PRKCA PRKCD PRKCE PRKCQ PRKCZ PRKD2 PRKG1 PRKX PRLR PRNP PRPH2 PRSS2 PRTG PSEN1 PSG11 PSG2 PSG5 PSTPIP1 PTAFR PTEN PTK2 PTK2B PTK7 PTPN11 PTPN2 PTPN22 PTPN23 PTPN6 PTPRA PTPRC PTPRD PTPRF PTPRG PTPRJ PTPRK PTPRM PTPRO PTPRR PTPRS PTPRT PTPRU PVR PXDN PXN PYCARD RAB10 RAB1A RAC1 RAC2 RAC3 RADIL RAG1 RAG2 RAP2B RARA RASA1 RASAL3 RASGRP1 RC3H1 RC3H2 RCC2 RDX REG3A RELA RELL2 RELN RET RGCC RGMB RHOA RHOB RHOD RHOH RIC8A RIN2 RIPK2 RIPOR2 RNASE10 RND1 RND3 ROBO1 ROBO2 ROBO3 ROBO4 ROCK1 ROCK2 ROM1 ROPN1B RPS3 RPSA RPSA2 RRAS RREB1 RS1 RSU1 RUNX1 RUNX3 S100A10 S100A11 S100A8 S100A9 S100B S1PR1 SAA1 SART1 SASH3 SCARF1 SCARF2 SCGB1A1 SCN1B SCRIB SDC4 SDK1 SDK2 SELE SELENOK SELL SELP SELPLG SEMA3E SEMA4D SEMA5A SEMA6A SERPINB8 SERPINE1 SERPINE2 SERPINF2 SFRP1 SFRP2 SFTPD SGCE SH2B3 SHB SHC1 SHH SIGLEC1 SIGLEC10 SIGLEC11 SIGLEC12 SIGLEC14 SIGLEC16 SIGLEC5 SIGLEC6 SIGLEC7 SIGLEC8 SIGLEC9 SIPA1 SIRPA SIRPB1 SIRPG SKAP1 SLAMF1 SLAMF7 SLC23A2 SLC39A8 SLC4A2 SLC6A4 SLC7A1 SLC7A11 SLC9A1 SLITRK1 SLITRK2 SLITRK3 SLK SLURP1 SMAD3 SMAD6 SMAD7 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SNAI2 SNED1 SOCS1 SOCS5 SOCS6 SORBS1 SORBS3 SOX12 SOX13 SOX2 SOX4 SOX9 SPACA4 SPAM1 SPARCL1 SPECC1L SPI1 SPINK5 SPINT2 SPN SPOCK1 SPOCK2 SPON1 SPON2 SPP1 SPRY4 SPTA1 SRC SRCIN1 SRF SRGAP2 SRPX SRPX2 SSPN SSPOP SSX2IP ST3GAL4 ST6GAL1 STAB1 STAB2 STAT5B STK10 STK4 STON1 STRC STRCP1 STX3 STX4 STXBP1 STXBP3 STXBP6 SUSD5 SVEP1 SWAP70 SYK SYMPK TACSTD2 TAOK2 TARM1 TBCD TBX21 TECTA TEK TENM1 TENM2 TENM3 TENM4 TESC TESK1 TESK2 TESPA1 TFE3 TFRC TGFB1 TGFB1I1 TGFB2 TGFBI TGFBR2 TGM2 THBS1 THBS2 THBS3 THBS4 THEMIS2 THSD1 THY1 TIAM1 TIGIT TIMM10B TINAG TJP1 TJP2 TJP3 TLN1 TLN2 TM9SF4 TMEM102 TMEM131L TMEM47 TMEM8B TMIGD1 TMIGD2 TMOD3 TNC TNF TNFAIP6 TNFAIP8L2 TNFRSF12A TNFRSF13C TNFRSF14 TNFRSF18 TNFRSF21 TNFSF11 TNFSF13B TNFSF14 TNFSF18 TNFSF4 TNFSF9 TNIP1 TNN TNR TNXB TOR1A TPBG TPM1 TRAF6 TRIM29 TRIOBP TRIP6 TRO TROAP TRPM7 TRPV4 TSC1 TSPAN32 TTYH1 TUBB1 TWSG1 TYK2 TYRO3 UBASH3B UMOD UNC13D UNC5D UTRN VAMP3 VAV1 VAV3 VCAM1 VCAN VCL VEGFA VEZT VIT VMP1 VNN1 VPS33B VSIG10 VSIG10L2 VSIG4 VSIR VTCN1 VTN VWA2 VWC2 VWF WASHC2C WDPCP WHAMM WNK1 WNT1 WNT10B WNT3A WNT4 WNT5A WNT7B XBP1 XCL1 XG YES1 YTHDF2 ZAN ZAP70 ZBTB1 ZBTB16 ZBTB7B ZC3H12A ZC3H8 ZDHHC2 ZDHHC21 ZFHX3 ZFP36L1 ZMIZ1 ZNF703 ZP3 ZP4 ZYX GOBP_CELL_ADHESION_INVOLVED_IN_HEART_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_ADHESION_INVOLVED_IN_HEART_MORPHOGENESIS ACVR1 CPLANE2 FLRT2 GATA5 TGFB2 TGFBR2 GOBP_CELL_ADHESION_MEDIATED_BY_INTEGRIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_ADHESION_MEDIATED_BY_INTEGRIN ACER2 ADA ADAM17 ADAM9 CCL21 CCL5 CCN3 CD3E CIB1 COL16A1 CRK CRKL CXCL13 CYP1B1 DPP4 EFNA1 EMILIN1 EMILIN2 EPHA2 EPHA8 EXT1 FBN1 FERMT1 FERMT3 FOXC2 FYB2 HRG ICAM1 IFT74 ITGA1 ITGA10 ITGA11 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA6 ITGA7 ITGA8 ITGA9 ITGAD ITGAE ITGAL ITGAM ITGAV ITGAX ITGB1 ITGB1BP1 ITGB2 ITGB3 ITGB4 ITGB5 ITGB6 ITGB7 ITGB8 ITGBL1 JAM3 LIF LPXN LYN MMRN1 MUC1 NCKAP1L NEXMIF NPNT P2RY12 PDE3B PIEZO1 PIK3CG PLAU PLPP3 PODXL PTK2 PTPN11 PTPN6 RAC3 RET SERPINE1 SFRP2 SKAP1 SNAI2 SWAP70 SYK TESC TGFB2 VTN WNK1 GOBP_CELL_ADHESION_MOLECULE_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_ADHESION_MOLECULE_PRODUCTION APOA1 CAV1 CXCL8 FUT7 GCNT1 GOLPH3 IL1B MIR101-1 MIR1298 MIR144 MIR146A MIR206 MIR20A MIR221 MIR222 MIR27B MIR374A MIR506 MIR520C MYOCD NOTCH1 NOTCH4 PPIA GOBP_CELL_AGGREGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_AGGREGATION BARX2 BMP1 BMPR1B BPIFA1 CCN2 COL11A1 COL2A1 FGF4 FGF6 LTF MAPK14 MGP MPZ MYF5 OTOR PKD1 SOX5 SOX6 SOX9 THRA TMIGD1 UNCX WNT7A GOBP_CELL_CELL_ADHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_CELL_ADHESION ABCA12 ABL1 ABL2 ACTB ACTG1 ACTL6A ACTL6B ACTN1 ACVR1 ADA ADAM19 ADAM8 ADAM9 ADAMTS18 ADD2 ADGRL1 ADGRL3 ADGRV1 ADIPOQ ADORA2A ADTRP AFDN AGER AIF1 AJUBA AKNA AKT1 ALCAM ALOX12 ALOX5 AMBRA1 AMIGO1 AMIGO2 AMIGO3 ANK3 ANXA1 ANXA2 ANXA9 AP3B1 AP3D1 APOA1 APOA4 ARG1 ARG2 ARID1A ARID1B ARID2 ARVCF ASCL2 ASS1 ASTN1 ASTN2 ATP1B2 ATP2C1 B2M B4GALNT2 BAD BAIAP2 BAIAP2L1 BCL10 BCL2 BCL6 BLOC1S4 BMI1 BMP2 BMP4 BMP5 BMP6 BMP7 BOC BRD7 BTN2A2 BVES C1QTNF1 CADM1 CADM2 CADM3 CADM4 CAMSAP3 CARD11 CASP3 CAV1 CBFB CBLB CBLL1 CBLN1 CCDC88B CCL19 CCL2 CCL21 CCL25 CCL28 CCL5 CCN1 CCN3 CCR2 CCR7 CD160 CD164 CD177 CD1D CD2 CD200 CD200R1 CD209 CD24 CD27 CD274 CD276 CD28 CD300A CD33 CD34 CD3E CD4 CD40LG CD44 CD46 CD47 CD5 CD55 CD58 CD6 CD70 CD74 CD80 CD81 CD83 CD84 CD86 CD9 CD93 CD99 CDC42EP1 CDH1 CDH10 CDH11 CDH12 CDH13 CDH15 CDH16 CDH17 CDH18 CDH19 CDH2 CDH20 CDH22 CDH23 CDH24 CDH26 CDH3 CDH4 CDH5 CDH6 CDH7 CDH8 CDH9 CDHR1 CDHR2 CDHR3 CDHR4 CDHR5 CDK5R1 CDON CDSN CEACAM1 CEACAM19 CEACAM5 CEACAM6 CEACAM8 CEBPB CELA2A CELSR1 CELSR2 CELSR3 CERCAM CHST2 CHST4 CITED2 CLDN1 CLDN10 CLDN11 CLDN12 CLDN14 CLDN15 CLDN16 CLDN17 CLDN18 CLDN19 CLDN2 CLDN20 CLDN22 CLDN23 CLDN3 CLDN4 CLDN5 CLDN6 CLDN7 CLDN8 CLDN9 CLEC4G CLEC4M CLECL1P CLIC1 CLSTN1 CLSTN2 CLSTN3 CNN3 CNTN1 CNTN2 CNTN4 CNTN5 CNTN6 COL13A1 COL14A1 COL19A1 COL8A2 COMP CORO1A CPLANE2 CR1 CRB1 CRB2 CRNN CRTAM CSK CSRP1 CSTA CTLA4 CTNNA1 CTNNA2 CTNNA3 CTNNB1 CTNND1 CTNND2 CTSG CX3CL1 CX3CR1 CXADR CXCL12 CXCL13 CYFIP2 CYP1B1 CYRIB DAB1 DAPL1 DCC DCHS1 DCHS2 DENND6A DHPS DLG1 DLG2 DLG3 DLG4 DLG5 DNAJA3 DNAJB6 DOCK8 DPP4 DSC1 DSC2 DSC3 DSCAM DSCAML1 DSG1 DSG2 DSG3 DSG4 DSP DTX1 DUSP10 DUSP22 DUSP3 EBI3 EFNA5 EFNB1 EFNB2 EFNB3 EGFR EGR3 ELANE EMB EMILIN1 EMILIN2 EPB41L5 EPCAM EPHA7 EPHB3 EPO ERBB2 ESAM ETS1 EXT1 EZR F11R F2RL3 FADD FAT1 FAT2 FAT3 FAT4 FBLIM1 FCGR2B FCHO1 FER FERMT3 FGA FGB FGFRL1 FGG FGL1 FGL2 FIBP FLNA FLOT1 FLOT2 FLRT3 FNDC3A FOXA1 FOXA2 FOXF1 FOXJ1 FOXO3 FOXP3 FSTL3 FUT3 FUT4 FUT7 FUT9 FXYD5 FYN GATA1 GATA3 GATA5 GCNT1 GCNT2 GFUS GLDN GLI2 GLI3 GLMN GNAS GOLPH3 GP1BA GP6 GPAM GPC4 GPNMB GRID2 GTPBP4 HAS2 HAVCR2 HBB HES1 HFE HHLA2 HLA-A HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-G HLX HMCN1 HMCN2 HMGB1 HSPB1 HSPD1 HSPH1 ICAM1 ICAM2 ICAM3 ICAM4 ICAM5 ICOS ICOSLG IDO1 IFNA2 IFNB1 IFNG IFNL1 IGDCC3 IGDCC4 IGF1 IGF2 IGFBP2 IGSF11 IGSF21 IGSF5 IGSF9 IHH IL10 IL12A IL12B IL12RB1 IL15 IL18 IL1A IL1B IL1RAP IL1RAPL1 IL1RL2 IL1RN IL2 IL20RB IL21 IL23A IL23R IL2RA IL2RG IL36B IL4 IL4I1 IL4R IL6 IL6ST IL7 IL7R ILDR2 ILK IRAK1 IRF1 ITCH ITGA1 ITGA10 ITGA11 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA6 ITGA7 ITGA8 ITGA9 ITGAD ITGAE ITGAL ITGAM ITGAV ITGAX ITGB1 ITGB2 ITGB3 ITGB5 ITGB7 ITPKB IZUMO1 JAG1 JAK1 JAK2 JAK3 JAM2 JAM3 JAML JUP KAT5 KIF26B KIFAP3 KIFC3 KIRREL1 KIRREL2 KIRREL3 KIT KITLG KLF4 KLHL25 KLRC4-KLRK1 KLRK1 KRT18 L1CAM LAG3 LAMA3 LAMB1 LAPTM5 LAX1 LCK LEF1 LEP LGALS1 LGALS2 LGALS3 LGALS7B LGALS9 LGALS9B LGALS9C LILRB1 LILRB2 LILRB4 LIMS1 LIMS2 LOXL3 LPP LRFN3 LRFN4 LRFN5 LRG1 LRP5 LRP6 LRRC32 LRRC4 LRRC4B LRRC4C LRRC7 LYN MAD1L1 MAD2L2 MADCAM1 MAG MAGI1 MALT1 MAP2K5 MAP3K8 MAPK14 MAPK7 MARCHF7 MBP MDGA1 MDK MEGF10 MEGF11 METAP1 METTL3 MFSD2B MIA3 MINK1 MIR125A MIR141 MIR146A MIR181C MIR21 MIR221 MIR222 MIR27A MIR30B MIR31 MIR92A1 MIRLET7E MIRLET7G MMP24 MMRN1 MPZ MPZL2 MSN MTOR MUC21 MYADM MYH9 MYL12A MYL9 MYO10 MYOT MYPN NCAM2 NCK1 NCK2 NCKAP1L NDFIP1 NECTIN1 NECTIN2 NECTIN3 NECTIN4 NEGR1 NEO1 NEXMIF NEXN NF2 NFASC NFAT5 NFKBID NFKBIZ NINJ1 NINJ2 NKAP NLGN1 NLGN2 NLGN3 NLGN4X NLGN4Y NLRP3 NOD2 NODAL NOTCH1 NOTCH4 NPHP1 NPHP4 NPHS1 NPNT NPTN NR4A3 NRARP NRCAM NRXN1 NRXN2 NRXN3 NT5E NTN1 NTNG1 NTNG2 OLR1 P2RY12 PAG1 PAK4 PALLD PARVA PAWR PBRM1 PCDH1 PCDH10 PCDH11X PCDH11Y PCDH12 PCDH15 PCDH17 PCDH18 PCDH19 PCDH20 PCDH7 PCDH8 PCDH9 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 PCDHB1 PCDHB10 PCDHB11 PCDHB12 PCDHB13 PCDHB14 PCDHB15 PCDHB16 PCDHB18P PCDHB2 PCDHB3 PCDHB4 PCDHB5 PCDHB6 PCDHB7 PCDHB8 PCDHB9 PCDHGA1 PCDHGA10 PCDHGA11 PCDHGA12 PCDHGA2 PCDHGA3 PCDHGA4 PCDHGA5 PCDHGA6 PCDHGA7 PCDHGA8 PCDHGA9 PCDHGB1 PCDHGB2 PCDHGB3 PCDHGB4 PCDHGB5 PCDHGB6 PCDHGB7 PCDHGC3 PCDHGC4 PCDHGC5 PCK1 PDCD1LG2 PDE5A PDGFRA PDIA2 PDIA3 PDLIM1 PDLIM5 PDPK1 PDPN PEAR1 PECAM1 PELI1 PERP PHF10 PIEZO1 PIK3CA PIK3CB PIK3CG PIK3R6 PIP5K1C PKD1 PKD1L1 PKHD1 PKP1 PKP2 PKP3 PKP4 PLA2G2A PLA2G2D PLA2G2E PLA2G2F PLA2G5 PLAUR PLEK PLEKHA7 PLG PLPP3 PLXNB2 PLXNB3 PNP PODXL PODXL2 PPARA PPIA PPM1F PPP1CA PPP3CA PRDX2 PRICKLE1 PRKAR1A PRKCA PRKCD PRKCQ PRKCZ PRKG1 PRNP PRTG PSEN1 PSG11 PSG2 PSG5 PTAFR PTK2 PTK7 PTPN11 PTPN2 PTPN22 PTPN23 PTPN6 PTPRC PTPRD PTPRF PTPRG PTPRM PTPRR PTPRS PTPRT PTPRU PVR PYCARD RAB10 RAC2 RAG1 RAG2 RAP2B RARA RASAL3 RASGRP1 RC3H1 RC3H2 RDX REG3A RELA RET RGCC RHOA RHOH RIC8A RIPK2 RIPOR2 RNASE10 ROBO1 ROBO2 ROBO3 ROBO4 ROCK1 ROPN1B RPS3 RUNX1 RUNX3 S100A11 S100A8 S100A9 SART1 SASH3 SCARF1 SCARF2 SCGB1A1 SCRIB SDC4 SDK1 SDK2 SELE SELENOK SELL SELP SELPLG SEMA4D SERPINB8 SERPINE2 SERPINF2 SFTPD SH2B3 SHB SHC1 SHH SIGLEC1 SIRPA SIRPB1 SIRPG SKAP1 SLAMF1 SLC39A8 SLC4A2 SLC6A4 SLC7A1 SLC7A11 SLITRK1 SLITRK2 SLITRK3 SMAD7 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SOCS1 SOCS5 SOCS6 SOX12 SOX13 SOX2 SOX4 SOX9 SPARCL1 SPI1 SPINT2 SPN SPTA1 SRC SRF SRPX2 ST3GAL4 STAT5B STK10 STXBP1 STXBP3 STXBP6 SWAP70 SYK TARM1 TBX21 TENM1 TENM2 TENM3 TENM4 TESPA1 TFRC TGFB1 TGFB2 TGFBR2 THBS4 THY1 TIGIT TJP1 TJP2 TJP3 TLN1 TLN2 TMEM131L TMEM47 TMIGD1 TMIGD2 TMOD3 TNF TNFAIP8L2 TNFRSF13C TNFRSF14 TNFRSF21 TNFSF11 TNFSF13B TNFSF14 TNFSF18 TNFSF4 TNFSF9 TNIP1 TNR TNXB TRAF6 TRIM29 TRO TRPV4 TSPAN32 TTYH1 TUBB1 TWSG1 TYK2 TYRO3 UBASH3B UMOD UNC5D VAV1 VCAM1 VCL VEGFA VEZT VMP1 VNN1 VPS33B VSIG10 VSIG10L2 VSIG4 VSIR VTCN1 WNK1 WNT1 WNT10B WNT3A WNT4 WNT5A WNT7B XBP1 XCL1 XG YES1 YTHDF2 ZAN ZAP70 ZBTB1 ZBTB16 ZBTB7B ZC3H12A ZC3H8 ZDHHC2 ZDHHC21 ZFP36L1 ZMIZ1 ZNF703 ZP3 ZP4 GOBP_CELL_CELL_ADHESION_INVOLVED_IN_GASTRULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_CELL_ADHESION_INVOLVED_IN_GASTRULATION ADIPOQ APOA1 IL10 IL1RN KLF4 MAP2K5 MAPK7 MBP MIR221 MYADM RIC8A WNK1 GOBP_CELL_CELL_ADHESION_MEDIATED_BY_CADHERIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_CELL_ADHESION_MEDIATED_BY_CADHERIN ADAM19 AFDN BMP6 CDH1 CDH10 CDH11 CDH12 CDH13 CDH15 CDH17 CDH18 CDH19 CDH2 CDH20 CDH22 CDH24 CDH26 CDH3 CDH4 CDH5 CDH6 CDH7 CDH8 CDH9 CDHR2 CDHR3 CTNND1 DENND6A EPCAM FER FLOT1 FOXA1 FOXA2 MAD2L2 MMP24 NEXMIF NOTCH1 NOTCH4 PLEKHA7 PLG PPM1F PTPRU RGCC SERPINF2 TJP1 VEGFA WNT3A WNT5A GOBP_CELL_CELL_ADHESION_MEDIATED_BY_INTEGRIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_CELL_ADHESION_MEDIATED_BY_INTEGRIN ADA ADAM9 CCL5 CD3E CXCL13 DPP4 FERMT3 ITGA4 ITGA5 ITGB1 NPNT PIEZO1 PLPP3 PODXL SKAP1 SWAP70 WNK1 GOBP_CELL_CELL_ADHESION_VIA_PLASMA_MEMBRANE_ADHESION_MOLECULES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_CELL_ADHESION_VIA_PLASMA_MEMBRANE_ADHESION_MOLECULES ACVR1 ADGRL1 ADGRL3 ADIPOQ AJUBA ALCAM AMIGO1 AMIGO2 AMIGO3 APOA1 ATP2C1 BMP2 CADM1 CADM2 CADM3 CADM4 CBLN1 CD164 CD177 CD209 CD6 CD84 CDH1 CDH10 CDH11 CDH12 CDH13 CDH15 CDH16 CDH17 CDH18 CDH19 CDH2 CDH20 CDH22 CDH23 CDH24 CDH26 CDH3 CDH4 CDH5 CDH6 CDH7 CDH8 CDH9 CDHR1 CDHR2 CDHR3 CDHR4 CDHR5 CEACAM1 CEACAM19 CEACAM5 CEACAM6 CEACAM8 CELSR1 CELSR2 CELSR3 CLDN1 CLDN10 CLDN11 CLDN12 CLDN14 CLDN15 CLDN16 CLDN17 CLDN18 CLDN19 CLDN2 CLDN20 CLDN22 CLDN23 CLDN3 CLDN4 CLDN5 CLDN6 CLDN7 CLDN8 CLDN9 CLSTN1 CLSTN2 CLSTN3 CNTN2 CNTN4 CNTN6 CPLANE2 CRB1 CRB2 CRTAM CX3CL1 CXADR DAB1 DCHS1 DCHS2 DSC1 DSC2 DSC3 DSCAM DSCAML1 DSG1 DSG2 DSG3 DSG4 EFNA5 EMB ESAM FAT1 FAT2 FAT3 FAT4 FGFRL1 FLRT3 FXYD5 GATA5 GPC4 GRID2 HMCN1 HMCN2 ICAM1 IGSF11 IGSF21 IGSF9 IL10 IL1RAP IL1RAPL1 IL1RN ITGA3 ITGA5 ITGAL ITGAM ITGB1 ITGB2 JAML KIFAP3 KIRREL3 KLF4 L1CAM LGALS7B LRFN3 LRFN4 LRFN5 LRRC4 LRRC4B LRRC4C MAG MAP2K5 MAPK14 MAPK7 MBP MDGA1 MIR221 MMP24 MPZ MPZL2 MYADM MYOT MYPN NECTIN1 NECTIN2 NECTIN3 NECTIN4 NEXN NLGN1 NPTN NTNG1 NTNG2 PALLD PCDH1 PCDH10 PCDH11X PCDH11Y PCDH12 PCDH15 PCDH17 PCDH18 PCDH19 PCDH20 PCDH7 PCDH8 PCDH9 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 PCDHB1 PCDHB10 PCDHB11 PCDHB12 PCDHB13 PCDHB14 PCDHB15 PCDHB16 PCDHB18P PCDHB2 PCDHB3 PCDHB4 PCDHB5 PCDHB6 PCDHB7 PCDHB8 PCDHB9 PCDHGA1 PCDHGA10 PCDHGA11 PCDHGA12 PCDHGA2 PCDHGA3 PCDHGA4 PCDHGA5 PCDHGA6 PCDHGA7 PCDHGA8 PCDHGA9 PCDHGB1 PCDHGB2 PCDHGB3 PCDHGB4 PCDHGB5 PCDHGB6 PCDHGB7 PCDHGC3 PCDHGC4 PCDHGC5 PECAM1 PIK3CB PKD1 PLXNB2 PLXNB3 PSG11 PSG2 PSG5 PTK7 PTPN23 PTPRD PTPRF PTPRG PTPRM PTPRR PTPRS PTPRT PVR REG3A RET RIC8A ROBO1 ROBO2 ROBO3 ROBO4 SCARF1 SCARF2 SDK1 SDK2 SELE SELL SELP SLITRK1 SLITRK2 SLITRK3 SPARCL1 TENM1 TENM2 TENM3 TENM4 TGFB2 TGFBR2 TRO UMOD UNC5D VCAM1 WNK1 GOBP_CELL_CELL_JUNCTION_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_CELL_JUNCTION_ASSEMBLY ACE ACE2 ACTB ACTG1 AFDN AGT ANK2 APC APLNR ARL2 ARVCF CAV1 CD9 CDH1 CDH10 CDH11 CDH12 CDH13 CDH15 CDH17 CDH18 CDH19 CDH2 CDH20 CDH22 CDH24 CDH26 CDH3 CDH4 CDH5 CDH6 CDH7 CDH8 CDH9 CDHR3 CLDN1 CLDN10 CLDN11 CLDN12 CLDN14 CLDN15 CLDN16 CLDN17 CLDN18 CLDN19 CLDN2 CLDN20 CLDN22 CLDN23 CLDN24 CLDN25 CLDN3 CLDN34 CLDN4 CLDN5 CLDN6 CLDN7 CLDN8 CLDN9 CNTNAP1 CNTNAP2 CTNNA1 CTNNB1 CTNND1 CTNND2 DLG1 DLG5 DSG1 ECT2 EPB41L3 EPHA2 EPHB2 ESAM F11R FBF1 FER FLCN FRMPD2 FSCN1 FZD5 GJA1 GJA4 GJA5 GJB1 GJB2 GJB6 GJC1 GJD3 GNPAT GPBAR1 GRHL2 HDAC7 HIPK1 HOPX IKBKB IL17A IL1B ILDR1 IRX3 JAM3 JUP LIM2 LSR MARVELD2 MARVELD3 MICALL2 MIR105-1 MIR142 MPDZ MPP7 MYO1C NPHP1 NPHP4 NPHS1 NR1H4 OCEL1 OCLN PAK2 PARD3 PARD6B PATJ PDCD6IP PECAM1 PIP5K1C PKN2 PKP1 PKP2 PKP3 PKP4 POF1B PRKACA PRKCA PRKCH PTPRO RAB13 RAMP2 RHOA RHOC ROCK1 ROCK2 SLC39A9 SMAD7 SNAI1 SNAI2 SRF STRN TBCD TBX5 TJP1 TLN1 TLN2 TNF TRPV4 UGT8 VCL WDR1 WNT11 ZNF703 GOBP_CELL_CELL_JUNCTION_DISASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_CELL_JUNCTION_DISASSEMBLY ABCC8 FER SNAI2 TGFB3 TGFBR1 GOBP_CELL_CELL_JUNCTION_MAINTENANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_CELL_JUNCTION_MAINTENANCE CAMSAP3 CD177 CNTNAP1 CSF1R F2R F2RL1 FERMT2 INAVA KIFC3 KIRREL1 MTSS1 MYADM NLGN2 PARD6A PLEKHA7 PRTN3 TJP1 WHRN GOBP_CELL_CELL_JUNCTION_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_CELL_JUNCTION_ORGANIZATION ABCC8 ACE ACE2 ACTB ACTG1 ADAM10 ADD1 AFDN AGT AJM1 ANK2 APC APLNR ARL2 ARVCF BMP6 CAMSAP3 CAV1 CCM2 CD177 CD9 CDC42 CDH1 CDH10 CDH11 CDH12 CDH13 CDH15 CDH17 CDH18 CDH19 CDH2 CDH20 CDH22 CDH24 CDH26 CDH3 CDH4 CDH5 CDH6 CDH7 CDH8 CDH9 CDHR3 CLDN1 CLDN10 CLDN11 CLDN12 CLDN14 CLDN15 CLDN16 CLDN17 CLDN18 CLDN19 CLDN2 CLDN20 CLDN22 CLDN23 CLDN24 CLDN25 CLDN3 CLDN34 CLDN4 CLDN5 CLDN6 CLDN7 CLDN8 CLDN9 CNTNAP1 CNTNAP2 CSF1R CSK CTNNA1 CTNNB1 CTNND1 CTNND2 CXADR DLG1 DLG5 DSG1 DSG2 DSP ECT2 EFNB2 EPB41L3 EPHA2 EPHA4 EPHB2 ESAM EXT1 F11R F2R F2RL1 FBF1 FER FERMT2 FLCN FLNA FRMPD2 FSCN1 FZD5 GJA1 GJA4 GJA5 GJB1 GJB2 GJB6 GJC1 GJD3 GNPAT GPBAR1 GRHL1 GRHL2 HDAC7 HEG1 HIPK1 HOPX IKBKB IL17A IL1B ILDR1 INAVA IRX3 JAM3 JUP KIFC3 KIRREL1 LIM2 LIMS1 LIMS2 LSR MARVELD2 MARVELD3 MICALL2 MIR105-1 MIR142 MPDZ MPP7 MTSS1 MYADM MYO1C NECTIN1 NF2 NLGN2 NLGN4X NPHP1 NPHP4 NPHS1 NR1H4 NUMB NUMBL OCEL1 OCLN PAK2 PARD3 PARD6A PARD6B PATJ PDCD6IP PECAM1 PERP PIP5K1C PKHD1 PKN2 PKP1 PKP2 PKP3 PKP4 PLEC PLEKHA7 POF1B PRKACA PRKCA PRKCH PRKCI PRTN3 PTPN23 PTPRO RAB13 RAMP2 RDX RHOA RHOC ROCK1 ROCK2 SLC39A9 SMAD3 SMAD7 SNAI1 SNAI2 SRC SRF STRN SVEP1 TBCD TBX5 TGFB1 TGFB2 TGFB3 TGFBR1 TJP1 TJP2 TJP3 TLN1 TLN2 TMIGD1 TNF TRPV4 UGT8 VCL VEGFA WDR1 WHRN WNT11 XIRP2 ZNF703 GOBP_CELL_CELL_RECOGNITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_CELL_RECOGNITION ACR ADAM18 ADAM2 ADAM32 ALDOA ASTL ATP8B3 B4GALT1 CCL19 CCL21 CCR7 CCT2 CCT3 CCT4 CCT5 CCT7 CCT8 CD209 CD6 CD81 CD9 CLEC4M CLGN CORO1A CRISP1 DCST1 DCST2 DLG1 DOCK2 DOCK8 EPHB1 FETUB FOLR1 FOLR2 FOLR3 FREY1 FUT3 HAVCR2 HSPA1L IZUMO1 IZUMO1R LGALS3 LY6K MSN NCK2 NEDD9 OVGP1 PAEP PCDHA7 PCDHB6 PCSK4 PRF1 PRSS37 PRSS55 SPA17 SPACA3 SPACA4 SPAM1 SPESP1 SPPL2C ST6GALNAC6 TCP1 TEX101 TMPRSS12 UBAP2L VDAC2 ZAN ZP1 ZP2 ZP3 ZP4 ZPBP ZPBP2 GOBP_CELL_CELL_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_CELL_SIGNALING AACS ABAT ABCA1 ABCA12 ABCC4 ABCC8 ABHD6 ABL1 ABR ACE ACHE ACP4 ACSL4 ACVR1C ACVR2B ADAM10 ADAM8 ADARB1 ADCY1 ADCY5 ADCY8 ADCYAP1 ADGRA2 ADGRB1 ADGRE5 ADGRG1 ADIPOQ ADNP ADORA1 ADORA2A ADORA2B ADORA3 ADRA1A ADRA1B ADRA1D ADRA2A ADRA2B ADRA2C ADRB2 AFDN AGER AGRN AGT AGTR1 AIMP1 AKAP12 AKAP5 AKAP7 AKAP9 AKT1 ALOX5 ALPK2 ALS2 AMER1 AMER2 AMER3 AMFR AMH AMOTL1 AMOTL2 AMPH ANAPC2 ANGPTL2 ANK2 ANKRD6 ANO1 ANXA1 ANXA9 APBA1 APBA2 APBA3 APC APC2 APCDD1 APCDD1L APOE APP AQP1 AR ARC AREG ARF1 ARHGAP44 ARHGEF19 ARL6 ARRB2 ASIC1 ASIC2 ASIP ASPM ATAD1 ATF4 ATP1A2 ATP2A2 ATP6AP2 ATP6V0C ATP6V1C2 ATXN3 AVP AXIN1 AXIN2 BACE1 BAD BAIAP2 BAIAP3 BAMBI BARX1 BCAS3 BCHE BCL7B BCL9 BCL9L BCR BDNF BEGAIN BGLAP BHLHA15 BICC1 BIRC8 BLK BLOC1S6 BMAL1 BMP2 BMP3 BMP4 BMP6 BMP8A BRAF BRD7 BRSK1 BRSK2 BSN BTBD9 BTK BTRC C12orf43 C1QA C1QTNF1 C1QTNF12 C1QTNF3 C2CD2L CA2 CA7 CACNA1A CACNA1B CACNA1C CACNA1D CACNA1E CACNA1G CACNA2D1 CACNB1 CACNB2 CACNB3 CACNB4 CACNG2 CACNG3 CACNG4 CACNG5 CACNG7 CACNG8 CADPS CADPS2 CALB1 CALB2 CALCOCO1 CAMK2A CAMK2B CAMK2G CAMKV CAPN10 CAPRIN2 CARTPT CASK CASQ2 CASR CAV1 CBLN1 CBLN2 CBY1 CCAR2 CCDC186 CCDC88C CCKAR CCL13 CCL15 CCL16 CCL17 CCL18 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL26 CCL27 CCL3 CCL4 CCL5 CCL7 CCL8 CCN3 CCN4 CCN5 CCN6 CCND1 CCNE1 CCNY CCNYL1 CCNYL2 CCNYL3 CCR1 CCR2 CCR5 CD24 CD33 CD34 CD38 CD70 CDC20 CDC42 CDC73 CDH1 CDH11 CDH2 CDH3 CDH8 CDHR3 CDK14 CDK16 CDK5 CDK5R1 CDKL5 CELA1 CELA2A CELF4 CELSR1 CELSR2 CELSR3 CEP89 CER1 CFTR CGA CGAS CGB3 CGB7 CHAT CHD7 CHD8 CHGA CHMP2B CHRDL1 CHRFAM7A CHRM1 CHRM2 CHRM3 CHRM4 CHRM5 CHRNA1 CHRNA10 CHRNA2 CHRNA3 CHRNA4 CHRNA5 CHRNA6 CHRNA7 CHRNA9 CHRNB1 CHRNB2 CHRNB3 CHRNB4 CHRND CHRNE CHRNG CHST4 CITED1 CLCN3 CLN3 CLOCK CLSTN1 CLSTN2 CLSTN3 CLTRN CMAHP CNP CNR1 CNR2 CNTN2 CNTN4 CNTNAP4 COL1A1 COLQ CORT CPE CPEB3 CPLX1 CPLX2 CPLX3 CPLX4 CPT1A CPZ CRB1 CRBN CREB1 CRH CRHBP CRHR1 CRHR2 CRKL CRY1 CRY2 CSNK1A1 CSNK1A1L CSNK1D CSNK1E CSNK1G1 CSNK1G2 CSNK1G3 CSNK2A1 CSNK2A2 CSNK2B CSPG5 CTBP2 CTDNEP1 CTF1 CTHRC1 CTNNB1 CTNNBIP1 CTNND1 CTNND2 CTR9 CUL3 CUX2 CX3CL1 CX3CR1 CXADR CXCL10 CXCL11 CXCL12 CXCL13 CXCL14 CXCL5 CXCL6 CXCL9 CXXC4 CYB5R4 CYFIP1 CYLD CYP19A1 CYP46A1 DAAM1 DAAM2 DAB2 DAB2IP DACT1 DACT3 DAG1 DAGLA DAPK3 DBH DBN1 DCC DCDC2 DDB1 DDIT3 DDX3X DEPDC1B DGKE DGKI DGKZ DHH DISC1 DIXDC1 DKK1 DKK2 DKK3 DKK4 DKKL1 DLG1 DLG2 DLG3 DLG4 DLGAP1 DLGAP2 DLGAP3 DLGAP4 DLL1 DLX3 DLX5 DMD DMPK DNAJC5 DNM1 DOC2A DOC2B DRAXIN DRD1 DRD2 DRD3 DRD4 DRD5 DRP2 DTNA DTNB DTNBP1 DVL1 DVL2 DVL3 DYSF DYTN ECE2 EDA EDN1 EDN3 EDNRA EDNRB EEA1 EFNA1 EFNA2 EFNA3 EFNA4 EFNA5 EFNB1 EFNB2 EFNB3 EGF EGFR EGR1 EGR2 EGR3 EIF2AK4 EIF4A3 EIF4E EIF4EBP2 EIPR1 EMD ENPEP ENSA ENY2 EPHA4 EPHA5 EPHA7 EPHB1 EPHB2 ERC1 ERC2 EREG ESR2 ETV2 EXOC3L1 EXOC4 EXT1 EZH2 F2 F2R F2RL1 F2RL2 FABP5 FADS1 FAM107A FAM3B FAM3D FAM53B FARP1 FASLG FAT1 FBXL20 FBXO2 FBXO45 FBXW11 FBXW4 FCHSD1 FCHSD2 FCRL2 FER1L4 FER1L5 FERMT1 FERMT2 FFAR1 FFAR2 FFAR3 FFAR4 FGA FGB FGF10 FGF11 FGF12 FGF13 FGF14 FGF16 FGF17 FGF18 FGF2 FGF20 FGF21 FGF23 FGF3 FGF4 FGF5 FGF7 FGF9 FGFBP1 FGFBP2 FGFBP3 FGFR2 FGFR3 FGG FJX1 FKBP1B FLNA FLOT1 FMR1 FOLR1 FOXA1 FOXA2 FOXD1 FOXL1 FOXL2 FOXO1 FRAT1 FRAT2 FRMD8 FRMD8P1 FRRS1L FRZB FUZ FXR1 FYN FZD1 FZD10 FZD2 FZD3 FZD4 FZD5 FZD6 FZD7 FZD8 FZD9 G3BP1 G6PC2 GABARAP GABBR1 GABBR2 GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRB1 GABRB2 GABRB3 GABRD GABRE GABRG1 GABRG2 GABRG3 GABRP GABRQ GABRR1 GABRR2 GABRR3 GAD1 GAD2 GAL GAL3ST4 GALR1 GALR3 GATA1 GATA3 GATA4 GATA6 GCG GCK GDF15 GDF5 GDF9 GDNF GFAP GHRH GHRHR GHRL GHSR GID8 GIP GIPC1 GIPR GIT1 GJA1 GJA10 GJA3 GJA4 GJA5 GJA8 GJA9 GJB1 GJB2 GJB3 GJB4 GJB5 GJB6 GJB7 GJC1 GJC2 GJC3 GJD2 GJD3 GJD4 GJE1 GLI1 GLI3 GLP1R GLRA1 GLRA2 GLRA3 GLRB GLS GLUD1 GNA11 GNA15 GNAI2 GNAQ GNAT1 GNAZ GNB1 GNRH1 GNRHR GPC3 GPC4 GPC5 GPER1 GPLD1 GPNMB GPR119 GPR156 GPR158 GPR176 GPR27 GPR50 GPR68 GPRC5B GRAP GRAP2 GRB10 GREM1 GRHL3 GRIA1 GRIA2 GRIA3 GRIA4 GRID1 GRID2 GRID2IP GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B GRK2 GRK5 GRK6 GRM1 GRM2 GRM3 GRM4 GRM5 GRM6 GRM7 GRM8 GRP GSC GSK3A GSK3B GSKIP GUCA1B GUCY1A1 GUCY1B1 HADH HAP1 HAPLN4 HBP1 HCAR2 HCN2 HCN4 HCRT HCRTR1 HCRTR2 HDAC1 HDAC6 HECW1 HES1 HESX1 HFE HGF HHEX HIC1 HIF1A HILPDA HIP1 HLA-DRB1 HMGA2 HMGCR HMGXB4 HNF1A HNF1B HNF4A HOMER1 HOXA5 HRAS HRH1 HRH2 HRH3 HRH4 HSP90AB1 HTR1A HTR1B HTR1D HTR1E HTR1F HTR2A HTR2B HTR2C HTR3A HTR3B HTR3C HTR3D HTR3E HTR4 HTR5A HTR6 HTR7 IAPP IFNA2 IFNA7 IFNG IFT20 IFT80 IGFBP1 IGFBP2 IGFBP4 IGFBP6 IGSF11 IHH IL11 IL15 IL17A IL17B IL17C IL18 IL1A IL1B IL1RAP IL1RAPL1 IL1RN IL2 IL26 IL3 IL36G IL6 IL7 ILDR1 ILDR2 ILK INA INHA INHBA INHBB INS INSL3 INSL4 INSYN1 INSYN2A INSYN2B INVS IQSEC2 IRS1 IRS2 ISL1 ITGA3 ITGAV ITGB1 ITGB2 ITGB6 ITGB8 ITPKA ITPR1 ITPR3 JADE1 JAGN1 JAK2 JPH3 JPH4 JRK JUP KANK1 KAT2A KCMF1 KCNA2 KCNA5 KCNB1 KCNC4 KCND2 KCNE5 KCNIP2 KCNJ10 KCNJ11 KCNJ3 KCNJ5 KCNJ8 KCNK3 KCNMB1 KCNMB4 KCNN1 KCNN2 KCNQ1 KCNQ2 KCNQ3 KCTD13 KDM5B KIF1B KIF5A KIF5B KISS1 KIT KLF10 KLF15 KLF4 KLF5 KLF7 KLHL12 KMO KMT2A KPNA1 KPNA4 KRAS KREMEN1 KREMEN2 LALBA LAMA2 LARGE1 LATS1 LATS2 LBX2 LDB1 LEF1 LEO1 LEP LGI1 LGMN LGR4 LGR5 LGR6 LHB LHX1 LHX5 LIF LILRB1 LILRB2 LIMD1 LIN7A LIN7B LIN7C LMBR1L LNPEP LPAR3 LRFN2 LRP1 LRP4 LRP5 LRP6 LRP8 LRRC32 LRRC4 LRRC4C LRRC8A LRRFIP2 LRRK1 LRRK2 LRRTM1 LRRTM2 LTA LTB LTBP1 LTBP3 LTBP4 LY6G6D LY6H LYN LYPD1 LYPD6 LZIC LZTS1 LZTS2 MACF1 MAD2L2 MAFA MAGI2 MAOB MAP1A MAP1B MAP2K6 MAPK1 MAPK14 MAPK3 MAPK8IP2 MAPK9 MAPT MARK1 MARK2 MBD2 MBP MC4R MCC MCTP1 MCTP2 MCU MDFI MDFIC MDK MECP2 MED12 MEF2C MERTK MESD MESP1 MIDN MIF MINK1 MIR1-1 MIR142 MIR145 MIR199A1 MIR19B1 MIR208A MIR224 MIR26A1 MIR29B1 MIR29C MIR30B MIR32 MIR320A MIR320B1 MIR320B2 MIR320C1 MIR320C2 MIR320D1 MIR320D2 MIR320E MIR324 MIR328 MIR337 MIR342 MIR346 MIR421 MIR433 MIR498 MIR501 MIR541 MIR545 MIR665 MIR95 MITF MKS1 MLLT3 MME MPC2 MPP2 MPZ MPZL1 MTMR2 MTNR1B MYB MYCBPAP MYLK2 MYOC MYOF MYRIP NADK NALCN NAMPT NAPA NAPB NCDN NCSTN NDP NDRG2 NDUFAF2 NEFH NEFL NETO1 NEURL1 NEUROD1 NEUROD2 NF1 NFATC4 NFKB1 NGDN NGF NGFR NHERF1 NIBAN2 NID1 NKD1 NKD2 NKX2-5 NKX3-1 NKX6-1 NLE1 NLGN1 NLGN2 NLGN3 NLGN4X NLGN4Y NLK NMB NMU NMUR2 NNAT NODAL NOG NOS1 NOS2 NOTCH1 NOTUM NPAS4 NPBWR1 NPFF NPHP3 NPHP4 NPPC NPR2 NPS NPTN NPTX1 NPTX2 NPVF NPY NPY5R NQO1 NR0B2 NR1D1 NR1H4 NR2E1 NR3C1 NR4A1 NR4A2 NRARP NRG3 NRP1 NRROS NRXN1 NRXN2 NSG1 NSMF NTF3 NTF4 NTNG1 NTNG2 NTRK1 NTRK2 NTSR1 NUDT3 NUP155 NXN OMP OPHN1 OPRK1 OPRM1 OR51E2 ORAI1 OSBP OSM OTOF OTUD5 OTULIN OXTR P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX6 P2RX7 P2RY1 P2RY4 PACSIN2 PAF1 PAFAH1B1 PAIP2 PANX1 PANX2 PANX3 PARK7 PASK PAX8 PBXIP1 PCDH1 PCDH17 PCDH8 PCDHB10 PCDHB11 PCDHB13 PCDHB14 PCDHB16 PCDHB2 PCDHB3 PCDHB4 PCDHB5 PCDHB6 PCDHB9 PCK2 PCLO PCSK1 PCSK5 PDE7B PDE8B PDE9A PDGFA PDGFB PDLIM4 PDX1 PDYN PDZD11 PENK PER2 PFDN5 PFKFB2 PFKL PFKM PFN1 PFN2 PGF PGR PHEX PHF24 PIAS4 PICK1 PIM3 PIN1 PINK1 PIP5K1C PKD1 PKD2 PKP2 PKP4 PLA2G10 PLA2G3 PLA2G4A PLA2G6 PLAT PLCB1 PLCG1 PLCG2 PLCL1 PLCL2 PLEKHA4 PLK2 PLP1 PLPP3 PLPPR4 PMCH PMCHL2 PMP22 PNKD PNOC POMC PORCN PPARG PPFIA2 PPFIA3 PPM1A PPM1B PPM1N PPP1CA PPP1R9A PPP2CA PPP2R1A PPP3CA PPP3CB PPP3R1 PPT1 PRDM15 PREPL PRICKLE1 PRICKLE2 PRKAA1 PRKAA2 PRKACA PRKAR1A PRKAR1B PRKAR2B PRKCB PRKCE PRKCG PRKCZ PRKD1 PRKN PRNP PRR7 PRRT1 PRRT2 PSEN1 PSG9 PSMD9 PTCHD1 PTEN PTGES PTGIR PTGS2 PTH PTHLH PTK2B PTK7 PTN PTPN11 PTPN23 PTPRA PTPRD PTPRN PTPRN2 PTPRO PTPRS PTPRU PVALB PXK PYGO1 PYGO2 RAB11B RAB11FIP1 RAB11FIP2 RAB11FIP3 RAB11FIP5 RAB1A RAB3A RAB3B RAB3GAP1 RAB44 RAB5A RAB8A RAB8B RAC1 RAC3 RACK1 RAF1 RANGRF RAP1A RAP1B RAP1BL RAPGEF2 RAPGEF4 RAPSN RARA RARG RASD2 RASGRF1 RASGRF2 RASL10B RBM4 RBMS3 RBP4 RBPJ RBX1 RECK RELA RELN REN REST RETN RFX3 RFX6 RGS10 RGS14 RGS4 RGS8 RHOA RIC3 RIMBP2 RIMBP3 RIMBP3B RIMBP3C RIMS1 RIMS2 RIMS3 RIMS4 RIT2 RNF10 RNF138 RNF14 RNF146 RNF167 RNF19A RNF207 RNF213 RNF220 RNF43 ROR2 RPH3A RPH3AL RPS12 RPS6KA1 RPS6KA2 RPS6KA3 RPS6KB1 RSPO1 RSPO2 RSPO3 RSPO4 RTF1 RTN4 RUVBL1 RUVBL2 RYK RYR2 S100A8 S100A9 S100B S1PR2 SALL1 SCEL SCG5 SCGN SCN10A SCN1B SCN2B SCN3B SCN4B SCN5A SCRIB SCT SCTR SCYL2 SDC1 SDCBP SDHAF2 SELENOM SELENOT SEMA3B SEMA4F SEMA5A SENP2 SEPTIN5 SERP1 SERPINB3 SERPINE2 SEZ6 SFRP1 SFRP2 SFRP4 SFRP5 SH2D1A SH3KBP1 SHANK1 SHANK2 SHANK3 SHH SHISA2 SHISA3 SHISA6 SHISA7 SHISA8 SHISA9 SIAH1 SIAH2 SIDT2 SIGLEC6 SIPA1L1 SIRPG SIRT3 SIRT4 SIRT6 SKI SKIC8 SLC12A2 SLC12A4 SLC12A5 SLC12A6 SLC12A7 SLC16A1 SLC16A10 SLC16A2 SLC17A6 SLC17A7 SLC17A8 SLC18A2 SLC18A3 SLC1A1 SLC1A2 SLC1A3 SLC1A4 SLC1A6 SLC1A7 SLC24A1 SLC24A2 SLC25A22 SLC29A1 SLC2A2 SLC30A1 SLC30A8 SLC32A1 SLC38A1 SLC38A2 SLC44A4 SLC4A10 SLC4A8 SLC5A7 SLC6A1 SLC6A2 SLC6A3 SLC6A4 SLC6A5 SLC6A6 SLC6A9 SLC7A10 SLC7A11 SLC8A2 SLC8A3 SLC8B1 SLC9B2 SLITRK3 SLITRK5 SLURP2 SMAD2 SMAD3 SMAD4 SMARCA4 SMO SMPD3 SMURF1 SMURF2 SNAI2 SNAP23 SNAP25 SNAP29 SNAP47 SNAPIN SNCA SNCAIP SNCB SNCG SNPH SNX14 SNX19 SNX3 SNX4 SNX6 SORCS2 SORCS3 SOST SOSTDC1 SOX10 SOX11 SOX13 SOX17 SOX2 SOX30 SOX4 SOX7 SOX9 SPEF1 SPG11 SPIN1 SPINK1 SPP1 SQSTM1 SRC SRD5A2 SREBF1 SRF SRGN SRI SSH1 SST SSTR3 SSTR5 STAB1 STAC3 STAU1 STAU2 STK11 STK3 STK4 STRN STX11 STX19 STX1A STX1B STX2 STX3 STX4 STXBP1 STXBP2 STXBP3 STXBP4 STXBP5 SUCNR1 SULF1 SULF2 SV2A SV2B SV2C SYAP1 SYBU SYK SYN1 SYN2 SYN3 SYNE1 SYNGAP1 SYNGR1 SYNJ1 SYP SYPL1 SYT1 SYT10 SYT11 SYT12 SYT13 SYT15 SYT17 SYT2 SYT3 SYT4 SYT5 SYT6 SYT7 SYT8 SYT9 SYTL4 TAC1 TACR1 TACR2 TARDBP TAX1BP3 TBC1D24 TBL1X TBL1XR1 TBX18 TBX3 TBX5 TCF7 TCF7L1 TCF7L2 TCIRG1 TEK TERT TFAP2B TFAP2C TFR2 TGFB1 TGFB1I1 TGM2 TH THY1 TIAM1 TLE1 TLE2 TLE3 TLE4 TLE5 TLE6 TLE7 TLR2 TM2D3 TM7SF3 TMED1 TMEM108 TMEM131L TMEM132A TMEM170B TMEM198 TMEM237 TMEM25 TMEM64 TMEM67 TMEM88 TMEM88B TMEM9 TMF1 TMOD2 TNC TNF TNFAIP3 TNFAIP6 TNFRSF11A TNFRSF1B TNFSF10 TNFSF11 TNFSF18 TNFSF8 TNFSF9 TNIK TNKS TNKS2 TNN TNR TNXB TOR1A TP63 TPBG TPBGL TPGS1 TPRG1L TRABD2A TRABD2B TRH TRHDE TRIO TRPM4 TRPV1 TRPV4 TRPV6 TSC2 TSHB TSHR TSHZ3 TSKU TSPAN32 TSPO TSPOAP1 TTC21B TUBB2B TUNAR TYROBP UBAC2 UBE2B UBE2Q1 UBE3A UBR5 UCN UCN3 UCP2 UNC119 UNC13A UNC13B UNC13C UQCC2 USP14 USP34 USP46 USP47 USP8 UTRN UTS2 VAMP2 VAMP3 VAMP7 VAMP8 VANGL1 VANGL2 VAX2 VCP VDAC1 VGF VGLL4 VIP VIPR2 VPS18 VPS35 VPS4B VPS54 VSNL1 WIF1 WLS WNK1 WNK2 WNK4 WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT8A WNT8B WNT9A WNT9B WWOX WWTR1 XCL1 XIAP YAP1 YTHDF1 YWHAG YWHAH ZACN ZBED3 ZBED6 ZBTB33 ZDHHC12 ZDHHC2 ZDHHC3 ZEB2 ZMYND8 ZNF703 ZNRF3 ZRANB1 ZYX GOBP_CELL_CELL_SIGNALING_BY_WNT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_CELL_SIGNALING_BY_WNT ABL1 ADGRA2 ADNP ALPK2 AMER1 AMER2 AMER3 AMFR AMOTL1 AMOTL2 ANKRD6 APC APC2 APCDD1 APCDD1L APOE APP ARHGEF19 ARL6 ASPM ATP6AP2 ATP6V0C ATP6V1C2 AXIN1 AXIN2 BAMBI BARX1 BCL7B BCL9 BCL9L BICC1 BIRC8 BMAL1 BMP2 BRD7 BTRC C12orf43 CALCOCO1 CAPRIN2 CAV1 CBY1 CCAR2 CCDC88C CCN4 CCND1 CCNE1 CCNY CCNYL1 CCNYL2 CCNYL3 CD24 CDC42 CDC73 CDH2 CDH3 CDK14 CELA1 CELSR1 CELSR2 CELSR3 CER1 CHD8 CITED1 CMAHP COL1A1 CPE CPZ CRBN CSNK1A1 CSNK1A1L CSNK1D CSNK1E CSNK1G1 CSNK1G2 CSNK1G3 CSNK2A1 CSNK2A2 CSNK2B CTDNEP1 CTHRC1 CTNNB1 CTNNBIP1 CTNND1 CTNND2 CTR9 CUL3 CXXC4 CYLD DAAM1 DAAM2 DAB2 DAB2IP DACT1 DACT3 DAPK3 DCDC2 DDB1 DDIT3 DDX3X DEPDC1B DISC1 DIXDC1 DKK1 DKK2 DKK3 DKK4 DKKL1 DLX3 DLX5 DRAXIN DRD2 DVL1 DVL2 DVL3 EDA EDN1 EDNRA EDNRB EGF EGFR EGR1 EMD ETV2 EXT1 FAM53B FBXW11 FBXW4 FERMT1 FERMT2 FGF10 FGF2 FGF9 FGFR2 FOLR1 FOXD1 FOXL1 FOXO1 FRAT1 FRAT2 FRMD8 FRMD8P1 FRZB FUZ FZD1 FZD10 FZD2 FZD3 FZD4 FZD5 FZD6 FZD7 FZD8 FZD9 G3BP1 GATA3 GID8 GLI1 GLI3 GNAQ GPC3 GPC4 GPC5 GPRC5B GRB10 GREM1 GRHL3 GRK5 GRK6 GSC GSK3A GSK3B GSKIP HBP1 HDAC1 HECW1 HESX1 HHEX HIC1 HMGXB4 HNF1B IFT20 IFT80 IGFBP1 IGFBP2 IGFBP4 IGFBP6 ILK INVS ISL1 ITGA3 JADE1 JRK JUP KANK1 KLF15 KLF4 KLHL12 KPNA1 KREMEN1 KREMEN2 LATS1 LATS2 LBX2 LDB1 LEF1 LEO1 LGR4 LGR5 LGR6 LIMD1 LMBR1L LRP1 LRP4 LRP5 LRP6 LRRFIP2 LRRK1 LRRK2 LYPD6 LZIC LZTS2 MACF1 MAD2L2 MAGI2 MAPK14 MARK1 MARK2 MBD2 MCC MDFI MDFIC MDK MED12 MESD MESP1 MIR1-1 MIR145 MIR199A1 MIR19B1 MIR224 MIR26A1 MIR29B1 MIR29C MIR32 MIR346 MIR498 MIR501 MIR665 MITF MKS1 MLLT3 MYOC NDP NDRG2 NFATC4 NFKB1 NHERF1 NID1 NKD1 NKD2 NKX2-5 NLE1 NLK NOG NOTCH1 NOTUM NPHP3 NPHP4 NR4A2 NRARP NXN OPRM1 OTUD5 OTULIN PAF1 PBXIP1 PFDN5 PIAS4 PIN1 PKD1 PKD2 PLCG2 PLEKHA4 PLPP3 PORCN PPM1A PPM1B PPM1N PPP1CA PPP2CA PPP2R1A PRDM15 PRICKLE1 PRICKLE2 PRKAA1 PRKAA2 PRKN PSEN1 PTEN PTK7 PTPN23 PTPRO PTPRU PYGO1 PYGO2 RAB5A RAC1 RAC3 RACK1 RARG RBMS3 RBPJ RBX1 RECK RHOA RNF138 RNF14 RNF146 RNF213 RNF220 RNF43 RPS12 RSPO1 RSPO2 RSPO3 RSPO4 RTF1 RUVBL1 RUVBL2 RYK SALL1 SCEL SCYL2 SDC1 SDHAF2 SEMA5A SENP2 SFRP1 SFRP2 SFRP4 SFRP5 SHH SHISA2 SHISA3 SHISA6 SIAH1 SIAH2 SKI SKIC8 SMAD3 SMARCA4 SMURF1 SMURF2 SNAI2 SNX3 SOST SOSTDC1 SOX10 SOX13 SOX17 SOX2 SOX30 SOX4 SOX7 SOX9 SPEF1 SPIN1 SRC STK11 STK3 STK4 STRN SULF1 SULF2 TAX1BP3 TBL1X TBL1XR1 TBX18 TCF7 TCF7L1 TCF7L2 TERT TGFB1 TGFB1I1 TIAM1 TLE1 TLE2 TLE3 TLE4 TLE5 TLE6 TLE7 TLR2 TMEM131L TMEM132A TMEM170B TMEM198 TMEM237 TMEM64 TMEM67 TMEM88 TMEM88B TMEM9 TNFAIP3 TNIK TNKS TNKS2 TNN TPBG TPBGL TRABD2A TRABD2B TRPM4 TSC2 TSKU TTC21B UBAC2 UBE2B UBR5 USP34 USP47 USP8 VANGL1 VANGL2 VAX2 VCP VGLL4 VPS35 VPS4B WIF1 WLS WNK1 WNK2 WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT8A WNT8B WNT9A WNT9B WWOX WWTR1 XIAP YAP1 ZBED3 ZBTB33 ZEB2 ZNF703 ZNRF3 ZRANB1 GOBP_CELL_CELL_SIGNALING_INVOLVED_IN_CARDIAC_CONDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_CELL_SIGNALING_INVOLVED_IN_CARDIAC_CONDUCTION ANK2 CACNA1C CACNA1D CACNA1G CACNA2D1 CACNB2 CASQ2 CXADR FLNA GJA1 GJA5 GJC1 HCN4 KCNA5 KCNE5 KCNJ3 KCNJ5 KCNN2 KCNQ1 MIR208A MIR328 NUP155 PKP2 RANGRF RNF207 RYR2 SCN10A SCN1B SCN3B SCN4B SCN5A TBX18 TBX5 TRPM4 GOBP_CELL_CHEMOTAXIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_CHEMOTAXIS ABCC1 ACKR2 ACKR3 ACKR4 ADAM10 ADAM17 ADAM8 ADGRE2 AGTR1 AIF1 AKIRIN1 ALOX5 ANO6 ANXA1 ARHGEF16 ARHGEF5 ARRB2 AZU1 BCAR1 BIN2 BSG BST1 C1QBP C3AR1 C5 C5AR1 C5AR2 CALCA CALR CAMK1D CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL27 CCL28 CCL3 CCL3L1 CCL3L3 CCL4 CCL5 CCL7 CCL8 CCN3 CCR1 CCR10 CCR2 CCR3 CCR4 CCR5 CCR6 CCR7 CCR8 CCR9 CCRL2 CD300H CD74 CH25H CHGA CKLF CMKLR1 CNR2 CORO1A CORO1B CREB3 CRK CRKL CSF1 CSF1R CSF3R CTSG CX3CL1 CX3CR1 CXADR CXCL1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL14 CXCL16 CXCL17 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 CXCR1 CXCR2 CXCR3 CXCR4 CXCR5 CXCR6 CYP19A1 CYP7B1 DAPK2 DDT DEFA1 DEFA1B DEFB103A DEFB103B DEFB104A DEFB104B DEFB109B DEFB110 DEFB114 DEFB124 DEFB130A DEFB130B DEFB133 DEFB4A DNM1L DOCK4 DPEP1 DPP4 DUSP1 EDN1 EDN2 EDN3 EDNRB EGR3 ELMO2 EPHA2 EPHB1 F2RL1 F7 FCER1G FFAR2 FGF1 FGF16 FGF18 FGF2 FGF4 FGFR1 FLT1 FOLR2 FPR2 GAB1 GAS6 GBF1 GPR15LG GPR18 GPR183 GPSM3 GREM1 HBEGF HGF HMGB1 HMGB2 HOXB9 HRG HSD3B7 HSPB1 IL10 IL12A IL16 IL17RA IL17RC IL1B IL23A IL34 IL4 IL6 IL6R ITGA1 ITGA9 ITGB2 JAM3 JAML KDR KIT KLRC4-KLRK1 KLRK1 LBP LEF1 LGALS3 LGALS9 LGMN LOX LPAR1 LYN LYST MAPK1 MAPK3 MCU MDK MET MICOS10-NBL1 MIF MIR149 MIR15A MIR16-1 MIR223 MIR34A MIR424 MMP2 MMP28 MOSPD2 MPP1 MSMP MSTN MTUS1 NBL1 NCKAP1L NEDD9 NINJ1 NOD2 NOTCH1 NR4A1 NRP1 NUP85 OXSR1 P2RX4 PADI2 PARVA PDE4B PDGFB PDGFD PDGFRA PDGFRB PF4 PF4V1 PGF PIK3CD PIK3CG PIKFYVE PIP5K1A PIP5K1C PLA2G1B PLA2G7 PLEC PLEKHG5 PLXNB3 PPBP PPIA PPIB PREX1 PRKCD PRKCQ PRKD1 PRKD2 PRSS56 PTK2 PTK2B PTN PTPRO RAB13 RAC1 RAC2 RAC3 RARRES2 RHOG RIN3 RIPOR2 RPL13A RPS19 S100A12 S100A14 S100A7 S100A8 S100A9 S1PR1 SAA1 SBDS SCG2 SEMA5A SERPINE1 SFTPD SLAMF1 SLAMF8 SLC12A2 SLC8B1 SLIT2 SMOC2 SPI1 SRP54 STAP1 STK39 SWAP70 SYK TAFA4 TGFB2 THBS1 THBS4 TIAM1 TIRAP TMEM102 TMSB4X TNFAIP6 TNFRSF11A TNFSF11 TNFSF14 TNFSF18 TPBG TREM1 TRPM2 TRPM4 TRPV4 VAV1 VAV3 VCAM1 VEGFA VEGFB VEGFC VEGFD WNK1 WNT5A XCL1 XCL2 XCR1 ZNF580 GOBP_CELL_COMMUNICATION_BY_ELECTRICAL_COUPLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_COMMUNICATION_BY_ELECTRICAL_COUPLING ANK3 ATP1A1 ATP1A2 ATP1A3 ATP1B1 ATP1B2 CACNA1C CALM1 CALM2 CALM3 CAMK2D CASQ2 CAV1 DBN1 FKBP1B GJA1 GJA5 GJB2 GJB6 GJC1 GJC2 GJC3 GJD3 HRC IRX3 KCNA1 PDE4D PKP2 PRKACA RYR2 SLC8A1 SRI TBX5 TRDN GOBP_CELL_COMMUNICATION_BY_ELECTRICAL_COUPLING_INVOLVED_IN_CARDIAC_CONDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_COMMUNICATION_BY_ELECTRICAL_COUPLING_INVOLVED_IN_CARDIAC_CONDUCTION ATP1A1 ATP1A2 ATP1A3 ATP1B1 ATP1B2 CACNA1C CALM1 CALM2 CALM3 CAMK2D CAV1 FKBP1B GJA1 GJA5 GJC1 GJC3 GJD3 HRC IRX3 PDE4D PKP2 PRKACA RYR2 SLC8A1 SRI TBX5 TRDN GOBP_CELL_COMMUNICATION_INVOLVED_IN_CARDIAC_CONDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_COMMUNICATION_INVOLVED_IN_CARDIAC_CONDUCTION ANK2 ATP1A1 ATP1A2 ATP1A3 ATP1B1 ATP1B2 CACNA1C CACNA1D CACNA1G CACNA2D1 CACNB2 CALM1 CALM2 CALM3 CAMK2D CASQ2 CAV1 CTNNA3 CXADR DSC2 DSG2 DSP FKBP1B FLNA GJA1 GJA5 GJC1 GJC3 GJD3 HCN4 HRC IRX3 JUP KCNA5 KCNE5 KCNJ3 KCNJ5 KCNN2 KCNQ1 MIR208A MIR328 NUP155 PDE4D PKP2 PRKACA RANGRF RNF207 RYR2 SCN10A SCN1B SCN3B SCN4B SCN5A SLC8A1 SRI TBX18 TBX5 TNNI3K TRDN TRPM4 GOBP_CELL_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_CYCLE AAAS AATF ABCB1 ABL1 ABRAXAS1 ABRAXAS2 ACTB ACTL6A ACTL6B ACTR2 ACTR3 ACTR5 ACTR8 ACVR1 ACVR1B ADAM17 ADAMTS1 ADARB1 ADCYAP1 AFAP1L2 AGO4 AHCTF1 AHR AICDA AIF1 AJUBA AKAP8 AKAP8L AKT1 AKT2 ALKBH4 ALMS1 ALOX15B AMBRA1 ANAPC1 ANAPC10 ANAPC11 ANAPC13 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 ANGEL2 ANK3 ANKFN1 ANKK1 ANKLE1 ANKLE2 ANKRD17 ANKRD31 ANKRD53 ANLN ANXA1 ANXA11 APBB1 APBB2 APC APEX2 APP APPL1 APPL2 ARF1 ARF6 ARHGEF10 ARHGEF2 ARID1A ARID1B ARID2 ARL2 ARL3 ARL8A ARL8B ARPP19 ASAH2 ASCL1 ASNS ASPM ASZ1 ATAD5 ATF2 ATF5 ATM ATP2B4 ATR ATRIP ATRX AUNIP AURKA AURKAIP1 AURKB AURKC AVEN AVPI1 AXIN2 AZI2 BABAM1 BABAM2 BACH1 BAG6 BAK1 BANF1 BANP BAP1 BARD1 BAX BAZ1B BBS4 BCAT1 BCCIP BCL2 BCL2L1 BCL2L11 BCL6 BCL7A BCL7B BCL7C BCR BECN1 BEX2 BEX4 BID BIN1 BIN3 BIRC2 BIRC3 BIRC5 BIRC6 BIRC7 BIRC8 BLCAP BLM BMAL1 BMP2 BMP4 BMP7 BOD1 BOD1L2 BOLL BOP1 BORA BRCA1 BRCA2 BRCC3 BRD4 BRD7 BRD8 BRDT BRINP1 BRINP2 BRINP3 BRIP1 BRME1 BROX BRSK1 BRSK2 BTBD18 BTC BTG1 BTG2 BTG3 BTG4 BTN2A2 BTRC BUB1 BUB1B BUB3 C10orf90 C11orf80 C14orf39 C1orf112 C1orf146 C2CD3 C6orf89 C9orf78 CABLES1 CABLES2 CACNB4 CACUL1 CALM1 CALM2 CALM3 CALR CAMK1 CAMK2A CAMSAP3 CAPN3 CASP2 CASP3 CASP8AP2 CATSPERZ CAV2 CCAR1 CCAR2 CCDC102B CCDC124 CCDC42 CCDC57 CCDC61 CCDC69 CCDC8 CCL2 CCNA1 CCNA2 CCNB1 CCNB1IP1 CCNB2 CCNB3 CCNC CCND1 CCND2 CCND3 CCNDBP1 CCNE1 CCNE2 CCNF CCNG1 CCNG2 CCNH CCNI CCNI2 CCNJ CCNJL CCNK CCNL1 CCNL2 CCNO CCNP CCNQ CCNT1 CCNT2 CCNY CCP110 CCPG1 CCSAP CD28 CD2AP CDC123 CDC14A CDC14B CDC14C CDC16 CDC20 CDC23 CDC25A CDC25B CDC25C CDC26 CDC27 CDC34 CDC37 CDC42 CDC45 CDC5L CDC6 CDC7 CDC73 CDCA2 CDCA3 CDCA5 CDCA8 CDK1 CDK10 CDK11A CDK11B CDK12 CDK13 CDK14 CDK15 CDK16 CDK17 CDK18 CDK19 CDK2 CDK20 CDK2AP1 CDK2AP2 CDK3 CDK4 CDK5 CDK5R1 CDK5R2 CDK5RAP1 CDK5RAP2 CDK5RAP3 CDK6 CDK7 CDK8 CDK9 CDKL1 CDKL2 CDKL3 CDKL4 CDKL5 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CDKN2D CDKN3 CDT1 CEBPA CECR2 CENATAC CENPA CENPC CENPE CENPF CENPH CENPI CENPJ CENPK CENPL CENPM CENPN CENPO CENPP CENPQ CENPS CENPT CENPU CENPV CENPW CENPX CEP120 CEP126 CEP131 CEP135 CEP152 CEP164 CEP192 CEP250 CEP295 CEP295NL CEP44 CEP55 CEP63 CEP68 CEP72 CEP76 CEP85 CEP97 CETN1 CETN2 CETN3 CFL1 CGREF1 CGRRF1 CHAF1A CHAF1B CHAMP1 CHD3 CHEK1 CHEK2 CHFR CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CHORDC1 CHTF18 CHTF8 CIAO1 CIAO2A CIAO2B CIB1 CINP CIT CITED2 CKAP2 CKAP5 CKS1B CKS2 CLASP1 CLASP2 CLIP1 CLOCK CLSPN CLTA CLTC CLTCL1 CNTD1 CNTLN CNTRL CNTROB COPS5 CPSF3 CRADD CREBL2 CRLF3 CRNN CROCC CRY1 CSAG1 CSNK1A1 CSNK1D CSNK2A1 CSNK2A2 CSPP1 CTBP1 CTC1 CTCF CTCFL CTDNEP1 CTDP1 CTDSP1 CTDSP2 CTDSPL CTNNB1 CUL1 CUL2 CUL3 CUL4A CUL4B CUL5 CUL7 CUL9 CUZD1 CXCR5 CYLD CYP1A1 CYP26B1 CYP27B1 DAB2IP DACH1 DACT1 DAPK3 DBF4 DBF4B DCAF13 DCDC1 DCLRE1A DCTN1 DCTN2 DCTN3 DCTN6 DCUN1D3 DDB1 DDIAS DDIT3 DDR2 DDRGK1 DDX11 DDX11L8 DDX12P DDX39B DDX3X DDX4 DEUP1 DHCR24 DIRAS3 DIS3L2 DLG1 DLGAP5 DMAP1 DMC1 DMRT1 DMRTC2 DMTF1 DNA2 DNM2 DNMT3L DONSON DOT1L DPF1 DPF2 DPF3 DR1 DRD2 DRD3 DRG1 DSCC1 DSN1 DTL DTX3L DUSP1 DUSP13 DUSP3 DUX4 DYNC1H1 DYNC1LI1 DYNLT1 DYNLT3 DYRK3 E2F1 E2F2 E2F3 E2F4 E2F6 E2F7 E2F8 E4F1 ECD ECRG4 ECT2 EDN1 EDN3 EDNRA EFHC1 EGF EGFR EHMT2 EID1 EIF2AK4 EIF4E EIF4EBP1 EIF4G1 EIF4G2 EME1 EME2 EML1 EML3 EML4 ENKD1 ENSA ENSG00000170846 ENSG00000266560 ENTR1 EP300 EP400 EPB41 EPB41L2 EPC1 EPC2 EPGN EPS8 ERCC2 ERCC3 ERCC4 ERCC6 ERCC6L EREG ERH ESCO1 ESCO2 ESPL1 ESRRB ESX1 ETAA1 EVI2B EVI5 EXD1 EXO1 EXOC1 EXOC2 EXOC3 EXOC4 EXOC5 EXOC6 EXOC6B EXOC7 EXOC8 EZH2 EZR FAM107A FAM110A FAM32A FAM83D FAM9A FAM9B FAM9C FANCA FANCD2 FANCI FANCM FAP FBXL15 FBXL7 FBXO31 FBXO4 FBXO43 FBXO5 FBXO6 FBXO7 FBXW11 FBXW5 FBXW7 FEM1B FEN1 FES FGF10 FGF2 FGF8 FGFR2 FHL1 FIGN FIGNL1 FKBP6 FLCN FLNA FMN2 FOSL1 FOXA1 FOXC1 FOXE3 FOXG1 FOXJ2 FOXJ3 FOXM1 FOXN3 FOXO4 FSD1 FZD3 FZD9 FZR1 GADD45A GADD45B GADD45G GADD45GIP1 GAK GAS1 GAS2 GATA3 GATA6 GBF1 GEM GEN1 GFI1 GFI1B GIGYF2 GINS1 GINS3 GIPC1 GIT1 GJA1 GJC2 GLI1 GML GMNC GMNN GNAI1 GNAI2 GNAI3 GOLGA2 GOLGA6A GOLGA6B GOLGA6C GOLGA6D GOLGA8A GOLGA8B GOLGA8CP GOLGA8DP GOLGA8G GOLGA8H GOLGA8IP GOLGA8J GOLGA8K GOLGA8M GOLGA8N GOLGA8O GOLGA8Q GOLGA8R GOLGA8S GOLGA8T GPER1 GPNMB GPR132 GPR15LG GPR3 GPSM1 GPSM2 GRK5 GSPT1 GSPT2 GTF2B GTF2H1 GTPBP4 GTSE1 H1-8 H2AX HACE1 HASPIN HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HBP1 HCFC1 HDAC3 HDAC8 HECA HECW2 HELLS HEPACAM HEPACAM2 HERC5 HES1 HEXIM1 HEXIM2 HFM1 HGF HHEX HINFP HIPK2 HJURP HLA-G HMCN1 HMG20B HMGA2 HNRNPU HORMAD1 HORMAD2 HOXA13 HOXC9 HOXD10 HPGD HRAS HSF1 HSF2BP HSP90AB1 HSPA1A HSPA1B HSPA2 HSPA8 HTRA2 HTT HUS1 HUS1B HYAL1 ID2 ID4 IER3 IFFO1 IFNW1 IGF1 IGF1R IGF2 IHO1 IK IKZF1 IL10 IL1A IL1B INCA1 INCENP ING1 ING2 ING3 ING4 ING5 INHA INHBA INIP INO80 INO80B INO80C INO80D INO80E INS INSC INSM1 INSM2 INSR INTS13 INTS3 INTS7 IPO5 IPO7 IQGAP1 IQGAP2 IQGAP3 IRF1 IST1 ITGB1 ITGB3BP JADE1 JADE2 JADE3 JTB JUN JUNB JUND KANK2 KASH5 KAT14 KAT2A KAT2B KAT5 KAT7 KATNA1 KATNB1 KCNA5 KCNH5 KCTD11 KCTD19 KDM8 KHDRBS1 KIAA0753 KIAA1614 KIF11 KIF13A KIF14 KIF15 KIF18A KIF18B KIF20A KIF20B KIF22 KIF23 KIF25 KIF2A KIF2B KIF2C KIF3A KIF3B KIF4A KIF4B KIFC1 KIFC2 KIZ KLF11 KLF4 KLHDC3 KLHDC8B KLHL13 KLHL18 KLHL21 KLHL22 KLHL42 KLHL9 KLK10 KLLN KMT2E KMT5A KNL1 KNSTRN KNTC1 KPNB1 KRT18 L3MBTL1 LATS1 LATS2 LCMT1 LEP LFNG LGMN LIF LIG1 LIG3 LIG4 LILRB1 LIMK2 LIN54 LIN9 LIPA LLGL1 LLGL2 LMLN LMNA LPIN1 LRP5 LRP6 LRRCC1 LSM10 LSM11 LSM14A LZTS1 LZTS2 M1AP MACROH2A1 MAD1L1 MAD2L1 MAD2L1BP MAD2L2 MADD MAEA MAEL MAGEA4 MAGEA5P MAJIN MAP10 MAP1S MAP2K6 MAP3K11 MAP3K20 MAP3K7 MAP3K8 MAP4 MAP9 MAPK1 MAPK12 MAPK13 MAPK14 MAPK15 MAPK3 MAPK4 MAPK6 MAPK7 MAPRE1 MAPRE2 MAPRE3 MARF1 MARK4 MARVELD1 MASTL MAU2 MBIP MBLAC1 MBTD1 MBTPS1 MBTPS2 MCIDAS MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 MCMBP MCMDC2 MCPH1 MCRS1 MCTS1 MDC1 MDM1 MDM2 MDM4 MEAF6 MECOM MECP2 MED1 MEI1 MEI4 MEIKIN MEIOB MEIOC MEIOSIN MEIS2 MELK MEN1 MEPCE METTL13 METTL3 MICAL3 MIIP MIR103A1 MIR10A MIR133A1 MIR133B MIR134 MIR137 MIR15A MIR15B MIR16-1 MIR193A MIR195 MIR199A1 MIR19B1 MIR200B MIR208A MIR21 MIR214 MIR221 MIR222 MIR26A1 MIR26B MIR29A MIR29B1 MIR29C MIR30C2 MIR34A MIR362 MIR372 MIR424 MIR451A MIR495 MIR503 MIR515-1 MIR519D MIR520A MIR520H MIR590 MIR638 MIR711 MIR873 MIR892B MIS12 MIS18A MIS18BP1 MISP MITD1 MKI67 MLF1 MLH1 MLH3 MMS19 MN1 MNAT1 MND1 MNS1 MNT MOK MORF4L1 MORF4L2 MOS MOV10L1 MPLKIP MRE11 MRGBP MRGPRX2 MRNIP MRPL41 MSH2 MSH4 MSH5 MSH6 MSX1 MSX2 MTA3 MTBP MUC1 MUS81 MX2 MYB MYBBP1A MYBL1 MYBL2 MYC MYH10 MYH9 MYO16 MYO19 MYOCD MYOG MZT1 NAA10 NAA50 NAA60 NABP1 NABP2 NACC2 NAE1 NANOGP8 NANOS2 NANOS3 NASP NAT10 NBN NCAPD2 NCAPD3 NCAPG NCAPG2 NCAPH NCAPH2 NCOR1 NDC1 NDC80 NDE1 NDEL1 NDP NEDD1 NEDD9 NEK1 NEK10 NEK11 NEK2 NEK3 NEK4 NEK6 NEK7 NEK9 NES NEUROG1 NF2 NFIA NFIB NFRKB NHERF1 NIN NIPBL NKX3-1 NLE1 NLRP2B NLRP5 NME6 NOLC1 NOP53 NOX5 NPAT NPM1 NPM2 NPPC NPR2 NR2E1 NR2F2 NR3C1 NR4A1 NRDE2 NSFL1C NSL1 NSMCE2 NSUN2 NTMT1 NUBP1 NUDC NUDT15 NUDT16 NUDT6 NUF2 NUGGC NUMA1 NUP214 NUP37 NUP43 NUP62 NUPR1 NUPR2 NUSAP1 OBSL1 ODF2 OFD1 OIP5 OOEP OPN1LW OPN1MW OPN1MW2 OR1A2 OR2A4 ORC1 ORC4 OSGIN2 OVOL1 P3H4 PABIR1 PAF1 PAFAH1B1 PAGR1 PAK4 PARD3 PARD3B PARD6A PARD6B PARD6G PARP3 PARP9 PAX6 PAXIP1 PBK PBRM1 PBX1 PCID2 PCLAF PCM1 PCNA PCNP PCNT PDCD2L PDCD6IP PDE3A PDE4DIP PDGFB PDGFRB PDS5A PDS5B PDXP PELO PER2 PES1 PHACTR4 PHB2 PHF10 PHF13 PHF8 PHGDH PHIP PHOX2B PIAS1 PIBF1 PIDD1 PIK3C3 PIK3R4 PIM1 PIM2 PIM3 PIMREG PIN1 PINX1 PIWIL1 PIWIL2 PIWIL3 PIWIL4 PKD1 PKD2 PKHD1 PKIA PKMYT1 PKN2 PKP4 PLAGL1 PLCB1 PLCG2 PLD6 PLEC PLK1 PLK2 PLK3 PLK4 PLK5 PLRG1 PLSCR1 PMF1 PML PNPT1 POC1B POC5 POGZ POLA1 POLDIP2 POLE POU4F1 PPM1A PPM1D PPM1G PPME1 PPP1CA PPP1CB PPP1CC PPP1R10 PPP1R12A PPP1R13B PPP1R15A PPP1R1C PPP1R35 PPP1R9B PPP2CA PPP2CB PPP2R1A PPP2R2D PPP2R3B PPP2R5B PPP3CA PPP5C PPP6C PRAP1 PRC1 PRCC PRDM11 PRDM5 PRDM7 PRDM9 PRICKLE1 PRKACA PRKCA PRKCB PRKCD PRKCE PRKDC PRMT2 PRMT5 PRNP PROX1 PRPF19 PRPF40A PRR11 PRR19 PRR5 PSMA8 PSMC3IP PSMD10 PSMD13 PSME1 PSME2 PSME3 PSMG2 PSRC1 PTCH1 PTEN PTGS2 PTK6 PTP4A1 PTPA PTPN11 PTPN3 PTPN6 PTPRC PTPRK PTTG1 PTTG2 PTTG3P PUM1 PUM2 PYHIN1 RAB11A RAB11FIP3 RAB11FIP4 RAB35 RAB6C RABGAP1 RACGAP1 RACK1 RAD1 RAD17 RAD18 RAD21 RAD21L1 RAD23A RAD50 RAD51 RAD51AP1 RAD51B RAD51C RAD51D RAD54B RAD54L RAD9A RAD9B RAE1 RALA RALB RAN RANBP1 RARA RASA1 RASSF1 RASSF2 RASSF4 RB1 RB1CC1 RBBP4 RBBP8 RBL1 RBL2 RBM14 RBM38 RBM46 RBM7 RCBTB1 RCC1 RCC2 RDX REC114 REC8 RECQL5 REEP3 REEP4 RFPL1 RFWD3 RGCC RGS14 RGS2 RHEB RHNO1 RHOA RHOB RHOC RHOU RIF1 RINT1 RIOK2 RIOK3 RMDN1 RMI1 RMI2 RNASEH2B RNF112 RNF167 RNF2 RNF20 RNF212 RNF212B RNF4 RNF40 RNF8 ROCK1 ROCK2 ROPN1B RPA1 RPA2 RPA3 RPA4 RPL10L RPL23 RPL24 RPL26 RPRD1B RPRM RPS15A RPS27L RPS3 RPS6 RPS6KA1 RPS6KA2 RPS6KA3 RPS6KB1 RPTOR RRM1 RRM2 RRM2B RRP8 RRS1 RSPH1 RTEL1 RTF2 RTKN RTTN RUNX3 RUVBL1 RUVBL2 RXFP3 SAC3D1 SAPCD2 SASS6 SBDS SCAND3 SCRIB SDCBP SDCCAG8 SDE2 SEH1L SENP5 SENP6 SEPTIN1 SEPTIN10 SEPTIN11 SEPTIN12 SEPTIN14 SEPTIN2 SEPTIN3 SEPTIN4 SEPTIN5 SEPTIN6 SEPTIN7 SEPTIN8 SEPTIN9 SERTAD1 SETD2 SETDB2 SETMAR SFN SFRP1 SGF29 SGO1 SGO2 SGSM3 SH2B1 SH3GLB1 SHB SHCBP1L SHOC1 SIAH1 SIAH2 SIK1 SIN3A SIPA1 SIRT1 SIRT2 SIRT7 SIX3 SKA1 SKA2 SKA3 SKIL SKP2 SLC16A1 SLC25A31 SLC25A5 SLC26A8 SLC39A5 SLC6A4 SLF1 SLF2 SLFN11 SLX4 SMARCA2 SMARCA4 SMARCA5 SMARCAD1 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMC1A SMC1B SMC2 SMC3 SMC4 SMC5 SMC6 SMIM22 SMOC2 SMPD3 SND1 SNX18 SNX33 SNX9 SON SOX15 SOX2 SOX9 SPAG5 SPAG8 SPAST SPATA17 SPATA22 SPC24 SPC25 SPDL1 SPDYA SPDYC SPECC1L SPHK1 SPICE1 SPIN1 SPIN2A SPIN2B SPIRE1 SPIRE2 SPO11 SPOUT1 SPRY1 SPRY2 SPTBN1 SRA1 SRC SRPK1 SRPK2 SSNA1 SSTR5 SSX2IP STAG1 STAG2 STAG3 STAMBP STARD9 STAT3 STAT5B STEAP3 STIL STK10 STK11 STK33 STMN1 STOX1 STRA8 STRADA STRADB STXBP4 SUGT1 SUN1 SUN2 SUSD2 SUV39H1 SUV39H2 SVIL SYCE1 SYCE1L SYCE2 SYCE3 SYCP1 SYCP2 SYCP2L SYCP3 SYF2 TACC1 TACC2 TACC3 TADA2A TADA3 TAF1 TAF10 TAF1L TAF2 TAF6 TAL1 TAOK1 TAOK2 TAOK3 TARDBP TAS1R2 TAS2R13 TBCD TBCE TBRG1 TBRG4 TBX2 TBX20 TBX3 TCIM TDRD1 TDRD12 TDRD9 TDRKH TELO2 TENT4A TENT4B TENT5B TERB1 TERB2 TERF1 TERF2 TERT TESMIN TET2 TEX11 TEX12 TEX14 TEX15 TEX19 TFAP4 TFDP1 TFDP2 TFDP3 TFPT TGFA TGFB1 TGFB2 TGFBR1 TGM1 THAP1 THAP5 THOC1 THOC5 TICRR TIMELESS TIPIN TIPRL TK1 TLE6 TLK1 TLK2 TM4SF5 TMEM14B TMEM250 TMEM67 TMEM8B TMOD3 TMPRSS11A TNF TNKS TOM1L1 TOM1L2 TOP1 TOP2A TOP2B TOP3A TOP3B TOPBP1 TP53 TP53BP1 TP53BP2 TP53I13 TP53INP1 TP73 TPD52L1 TPPP TPR TPRA1 TPX2 TRAPPC12 TREX1 TRIAP1 TRIM21 TRIM32 TRIM35 TRIM36 TRIM37 TRIM39 TRIM71 TRIM75 TRIOBP TRIP13 TRNP1 TRRAP TSC1 TSC2 TSG101 TSPYL2 TTBK1 TTC19 TTC28 TTI1 TTI2 TTK TTL TTLL12 TTN TTYH1 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B TUBD1 TUBE1 TUBG1 TUBG2 TUBGCP2 TUBGCP3 TUBGCP4 TUBGCP5 TUBGCP6 TUSC2 TXLNG TXNIP TXNL4A TXNL4B UBA3 UBB UBD UBE2A UBE2B UBE2C UBE2E2 UBE2I UBE2L3 UBE2S UBR2 UBXN2B UCHL5 UFL1 UHMK1 UHRF1 UHRF2 UIMC1 UNC119 UPF1 URGCP USH1C USP16 USP17L2 USP19 USP2 USP22 USP26 USP28 USP29 USP3 USP33 USP37 USP39 USP44 USP47 USP51 USP8 USP9X UTP14C UVRAG UXT VASH1 VCP VPS4A VPS4B VPS72 VRK1 WAC WAPL WASHC5 WASL WBP2NL WDHD1 WDR12 WDR5 WDR6 WDR62 WDR76 WEE1 WEE2 WIZ WNK1 WNT10B WNT4 WNT5A WRAP73 WRN WTAP XIAP XPC XPO1 XRCC2 XRCC3 YEATS2 YEATS4 YTHDC2 YTHDF2 YWHAE YY1 YY1AP1 ZBED3 ZBTB17 ZBTB49 ZC3HC1 ZCWPW1 ZFP36L1 ZFP36L2 ZFP42 ZFYVE19 ZFYVE26 ZMPSTE24 ZMYND11 ZNF16 ZNF207 ZNF268 ZNF318 ZNF324 ZNF503 ZNF541 ZNF655 ZNF703 ZNF830 ZNRD2 ZNRF4 ZPR1 ZSCAN21 ZW10 ZWILCH ZWINT ZZZ3 GOBP_CELL_CYCLE_CHECKPOINT_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_CYCLE_CHECKPOINT_SIGNALING ABRAXAS1 ANAPC15 APC ATF2 ATM ATR ATRIP AURKB BABAM1 BABAM2 BARD1 BIRC5 BLM BRCA1 BRCA2 BRCC3 BRIP1 BRSK1 BUB1 BUB1B BUB3 CAMSAP3 CASP2 CCAR2 CCNB1 CCND1 CCNG1 CDC14B CDC20 CDC45 CDC5L CDC6 CDCA8 CDK1 CDK2 CDK5RAP2 CDK5RAP3 CDKN1A CDKN1B CDT1 CENPF CEP63 CHEK1 CHEK2 CHFR CHMP4C CLOCK CLSPN CRADD CRY1 CUL4A DDX39B DNA2 DONSON DOT1L DTL DTX3L DUSP1 DYNC1LI1 E2F1 EIF2AK4 EME1 EME2 ERCC6 ETAA1 FANCD2 FBXO31 FBXO4 FBXO6 FEM1B FOXN3 FOXO4 FZR1 GEN1 GIGYF2 GML GTSE1 H2AX HASPIN HINFP HORMAD1 HUS1 HUS1B IER3 IK INCENP INIP INTS3 INTS7 KLHL22 KNL1 KNTC1 LCMT1 MAD1L1 MAD2L1 MAD2L1BP MAD2L2 MAP3K20 MAPK14 MBTPS1 MBTPS2 MDC1 MDM2 MRE11 MRNIP MSH2 MUC1 MUS81 NABP1 NABP2 NAE1 NBN NDC80 NEK11 NOP53 NSUN2 NUF2 ORC1 PABIR1 PARP9 PCID2 PIDD1 PLK1 PLK2 PLK3 PML PPP1R10 PRAP1 PRKDC PROX1 PRPF19 PSMG2 PTPN11 RAD1 RAD17 RAD50 RAD51 RAD9A RAD9B RBBP8 RFWD3 RHNO1 RINT1 RNASEH2B RPA2 RPA4 RPL26 RPS27L SDE2 SETMAR SPC24 SPC25 SPDL1 STK33 SYF2 TAOK1 TAOK2 TAOK3 TELO2 TEX14 THOC1 THOC5 TICRR TIMELESS TIPIN TIPRL TOPBP1 TP53 TP53BP1 TPR TREX1 TRIAP1 TRIM39 TRIP13 TTI1 TTI2 TTK UFL1 UIMC1 USP28 USP44 VPS4A WAC WDR76 XPC XRCC3 ZFYVE19 ZNF207 ZNF830 ZW10 ZWILCH ZWINT GOBP_CELL_CYCLE_DNA_REPLICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_CYCLE_DNA_REPLICATION AICDA ATAD5 ATRX BCL6 BLM BRCA2 CDC45 CDC7 CDT1 DACH1 DBF4 DBF4B DNA2 DONSON E2F7 E2F8 FBXO5 FEN1 GINS1 GINS3 GMNN INO80 LIG1 MCM2 MCM3 MCM4 MCM6 NUGGC PCNA POLA1 RAD51 RECQL5 RPA4 RTEL1 RTF2 TERF1 TERF2 TIPIN TK1 UPF1 WIZ WRN ZMPSTE24 ZNF830 ZPR1 GOBP_CELL_CYCLE_DNA_REPLICATION_INITIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_CYCLE_DNA_REPLICATION_INITIATION GINS3 MCM2 MCM3 MCM4 POLA1 GOBP_CELL_CYCLE_G1_S_PHASE_TRANSITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_CYCLE_G1_S_PHASE_TRANSITION ACTB ACTL6A ACTL6B ACVR1 ACVR1B ADAM17 ADAMTS1 AIF1 AKT1 AMBRA1 ANKRD17 ANXA1 APBB1 APC APPL1 APPL2 ARID1A ARID1B ARID2 ATM ATP2B4 BACH1 BCAT1 BCL2 BCL7A BCL7B BCL7C BID BRD4 BRD7 BTN2A2 CACNB4 CACUL1 CAMK2A CASP2 CCL2 CCNA2 CCND1 CCND2 CCND3 CCNE1 CCNE2 CCNH CDC25A CDC34 CDC6 CDC7 CDC73 CDK1 CDK10 CDK14 CDK15 CDK16 CDK17 CDK18 CDK2 CDK2AP2 CDK3 CDK4 CDK5 CDK6 CDK7 CDKN1A CDKN1B CDKN2A CDKN2B CDKN2C CDKN2D CDKN3 CENPJ CHEK2 CPSF3 CRADD CRLF3 CRNN CTDSP1 CTDSP2 CTDSPL CUL1 CUL2 CUL3 CUL4A CUL4B CUL5 CYP1A1 DACT1 DBF4 DCUN1D3 DDR2 DDRGK1 DDX3X DLG1 DPF1 DPF2 DPF3 E2F1 E2F2 E2F3 E2F4 E2F6 E2F7 ECD EGFR EIF4E EIF4EBP1 EIF4G1 ESRRB EZH2 FAM107A FAM83D FBXO31 FBXO7 FBXW7 FGF10 FHL1 GFI1 GFI1B GIGYF2 GJC2 GLI1 GML GPNMB GPR132 GPR15LG GSPT1 GTSE1 HINFP HYAL1 ID2 ID4 INHBA INO80 IQGAP3 ITGB1 JADE1 KANK2 KCNA5 KHDRBS1 KIF14 KLF11 KLF4 KMT2E LATS1 LATS2 LSM10 LSM11 MAP3K11 MBLAC1 MDM2 MEPCE METTL13 MIR10A MIR133A1 MIR133B MIR137 MIR15A MIR15B MIR16-1 MIR193A MIR208A MIR214 MIR221 MIR222 MIR26A1 MIR29A MIR29B1 MIR29C MIR30C2 MIR362 MIR372 MIR451A MIR495 MIR503 MIR515-1 MIR519D MIR520A MIR520H MIR638 MIR873 MIR892B MLF1 MN1 MNAT1 MTBP MUC1 MYC MYO16 NACC2 NANOGP8 NPAT PAF1 PAGR1 PBRM1 PHB2 PHF10 PHF8 PIAS1 PIDD1 PIM2 PKD1 PKD2 PLCB1 PLCG2 PLK2 PLK3 PLK5 PLRG1 PML POLE PPP2CA PPP3CA PPP6C PRAP1 PRKDC PRMT2 PSME1 PSME2 PSME3 PTEN PTPN6 RB1 RBBP8 RBL1 RBL2 RCC1 RDX RFWD3 RGCC RHOU RPA2 RPL26 RPS27L RPS6 RPS6KB1 RPTOR RRM1 RRM2 SASS6 SDE2 SKP2 SLFN11 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SOX2 SPDYA STIL STOX1 STXBP4 SUSD2 TAF1 TAF10 TBX2 TCIM TERT TFDP1 TFDP3 TM4SF5 TMEM14B TP53 TREX1 TRIAP1 TRIM39 TRIM71 UBE2E2 USP26 USP29 USP37 WAC WEE1 ZNF324 ZNF655 ZPR1 GOBP_CELL_CYCLE_G2_M_PHASE_TRANSITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_CYCLE_G2_M_PHASE_TRANSITION ABCB1 ABRAXAS1 AKAP8 AKAP8L APP ARPP19 ATAD5 ATF5 ATM AURKA AURKB AVEN BABAM1 BABAM2 BACH1 BARD1 BLM BRCA1 BRCC3 BRD4 BRSK1 BRSK2 CALM1 CALM2 CALM3 CCDC57 CCNA2 CCNB1 CCNB2 CCND1 CCNG1 CCNQ CCNY CDC14B CDC25A CDC25B CDC25C CDC6 CDC7 CDK1 CDK14 CDK2 CDK3 CDK4 CDK5RAP3 CDK6 CDKN1A CENPF CHEK1 CHEK2 CHFR CHMP4C CLSPN CTC1 DBF4B DNM2 DONSON DTL DYRK3 ENSA ESRRB FBXL15 FBXL7 FBXO5 FHL1 FOXM1 FOXN3 FOXO4 FZR1 GPR132 HSPA2 HUS1 HUS1B IER3 ING4 INIP INTS3 KCNH5 KDM8 KHDRBS1 KIF14 LATS1 LCMT1 MACROH2A1 MASTL MBTPS1 MBTPS2 MECP2 MELK MIIP MIR195 MIR19B1 MRE11 MRNIP MTA3 NABP1 NABP2 NAE1 NBN NDC80 NEK10 NES NOP53 NPM1 ORC1 PABIR1 PAXIP1 PBX1 PHOX2B PINX1 PKIA PKMYT1 PLCB1 PLK1 PLK3 PPM1D PPME1 RAB11A RAD17 RAD21 RAD50 RAD51B RAD51C RBBP8 RCC2 RFPL1 RINT1 RNASEH2B RRM1 RRM2B SIN3A SKP2 SMARCD3 STOX1 SYF2 TAF2 TAOK1 TAOK2 TAOK3 TICRR TOPBP1 TP53 TPD52L1 TRIM39 UBE2A UIMC1 USH1C USP17L2 USP47 VPS4A VPS4B WEE1 WNT10B ZFYVE19 ZNF830 GOBP_CELL_CYCLE_PHASE_TRANSITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_CYCLE_PHASE_TRANSITION ABCB1 ABRAXAS1 ACTB ACTL6A ACTL6B ACVR1 ACVR1B ADAM17 ADAMTS1 AIF1 AKAP8 AKAP8L AKT1 AMBRA1 ANAPC1 ANAPC11 ANAPC15 ANAPC2 ANAPC4 ANAPC5 ANAPC7 ANKRD17 ANLN ANXA1 APBB1 APBB2 APC APP APPL1 APPL2 ARID1A ARID1B ARID2 ARPP19 ATAD5 ATF2 ATF5 ATM ATP2B4 ATR ATRIP AURKA AURKB AVEN BABAM1 BABAM2 BACH1 BARD1 BCAT1 BCL2 BCL7A BCL7B BCL7C BID BIRC5 BLM BRCA1 BRCA2 BRCC3 BRD4 BRD7 BRIP1 BRSK1 BRSK2 BTN2A2 BUB1 BUB1B BUB3 CACNB4 CACUL1 CALM1 CALM2 CALM3 CAMK2A CAMSAP3 CASP2 CCAR2 CCDC57 CCL2 CCNA1 CCNA2 CCNB1 CCNB2 CCNB3 CCND1 CCND2 CCND3 CCNE1 CCNE2 CCNF CCNG1 CCNG2 CCNH CCNI CCNI2 CCNJ CCNJL CCNO CCNP CCNQ CCNY CDC14A CDC14B CDC14C CDC16 CDC20 CDC23 CDC25A CDC25B CDC25C CDC27 CDC34 CDC45 CDC5L CDC6 CDC7 CDC73 CDCA5 CDCA8 CDK1 CDK10 CDK14 CDK15 CDK16 CDK17 CDK18 CDK2 CDK2AP2 CDK3 CDK4 CDK5 CDK5RAP2 CDK5RAP3 CDK6 CDK7 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CDKN2D CDKN3 CDT1 CENPE CENPF CENPJ CEP63 CHEK1 CHEK2 CHFR CHMP2A CHMP4B CHMP4C CHMP7 CKS1B CKS2 CLASP1 CLASP2 CLOCK CLSPN CPSF3 CRADD CRLF3 CRNN CRY1 CTC1 CTDP1 CTDSP1 CTDSP2 CTDSPL CUL1 CUL2 CUL3 CUL4A CUL4B CUL5 CYP1A1 DACT1 DBF4 DBF4B DCUN1D3 DDB1 DDR2 DDRGK1 DDX39B DDX3X DLG1 DLGAP5 DNA2 DNM2 DONSON DOT1L DPF1 DPF2 DPF3 DTL DTX3L DUSP1 DYNC1LI1 DYRK3 E2F1 E2F2 E2F3 E2F4 E2F6 E2F7 ECD EGFR EIF2AK4 EIF4E EIF4EBP1 EIF4G1 EME1 EME2 ENSA EPS8 ERCC2 ERCC3 ERCC6 ESPL1 ESRRB ETAA1 EZH2 FAM107A FAM83D FANCD2 FBXL15 FBXL7 FBXO31 FBXO4 FBXO5 FBXO6 FBXO7 FBXW7 FEM1B FGF10 FHL1 FOXM1 FOXN3 FOXO4 FZR1 GEN1 GFI1 GFI1B GIGYF2 GJC2 GLI1 GML GPNMB GPR132 GPR15LG GSPT1 GTSE1 H2AX HASPIN HECW2 HINFP HORMAD1 HSPA2 HUS1 HUS1B HYAL1 ID2 ID4 IER3 IK INCENP ING4 INHBA INIP INO80 INTS3 INTS7 IQGAP3 ITGB1 JADE1 KANK2 KCNA5 KCNH5 KDM8 KHDRBS1 KIF14 KLF11 KLF4 KLHL18 KLHL22 KMT2E KNL1 KNTC1 LATS1 LATS2 LCMT1 LSM10 LSM11 MACROH2A1 MAD1L1 MAD2L1 MAD2L1BP MAD2L2 MAP3K11 MAP3K20 MAPK14 MAPK15 MASTL MBLAC1 MBTPS1 MBTPS2 MDC1 MDM2 MECP2 MELK MEPCE METTL13 MIIP MIR10A MIR133A1 MIR133B MIR137 MIR15A MIR15B MIR16-1 MIR193A MIR195 MIR19B1 MIR208A MIR214 MIR221 MIR222 MIR26A1 MIR29A MIR29B1 MIR29C MIR30C2 MIR362 MIR372 MIR451A MIR495 MIR503 MIR515-1 MIR519D MIR520A MIR520H MIR638 MIR873 MIR892B MLF1 MN1 MNAT1 MOS MRE11 MRNIP MSH2 MTA3 MTBP MUC1 MUS81 MYC MYO16 NABP1 NABP2 NACC2 NAE1 NANOGP8 NBN NDC80 NEK10 NEK11 NEK6 NES NEUROG1 NFIA NFIB NOP53 NPAT NPM1 NPM2 NSMCE2 NSUN2 NUF2 ORC1 OVOL1 PABIR1 PAF1 PAGR1 PARP9 PAXIP1 PBRM1 PBX1 PCID2 PHB2 PHF10 PHF8 PHOX2B PIAS1 PIDD1 PIM2 PINX1 PKD1 PKD2 PKIA PKMYT1 PLCB1 PLCG2 PLK1 PLK2 PLK3 PLK5 PLRG1 PML POLE PPM1D PPME1 PPP1R10 PPP1R9B PPP2CA PPP2R2D PPP3CA PPP6C PRAP1 PRKDC PRMT2 PROX1 PRPF19 PSME1 PSME2 PSME3 PSMG2 PTEN PTPN11 PTPN6 PTPRC RAB11A RAD1 RAD17 RAD21 RAD50 RAD51 RAD51B RAD51C RAD9A RAD9B RB1 RBBP8 RBL1 RBL2 RCC1 RCC2 RDX RFPL1 RFWD3 RGCC RHNO1 RHOU RINT1 RIOK2 RNASEH2B RPA2 RPA4 RPL24 RPL26 RPS27L RPS6 RPS6KB1 RPTOR RRM1 RRM2 RRM2B SASS6 SDE2 SETMAR SIN3A SIRT2 SIRT7 SIX3 SKP2 SLFN11 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMC5 SOX2 SPAST SPC24 SPC25 SPDL1 SPDYA STIL STK33 STOX1 STXBP4 SUSD2 SYF2 TACC3 TAF1 TAF10 TAF2 TAOK1 TAOK2 TAOK3 TBX2 TCIM TELO2 TERT TEX14 TFAP4 TFDP1 TFDP3 THOC1 THOC5 TICRR TIMELESS TIPIN TIPRL TM4SF5 TMEM14B TMOD3 TOPBP1 TP53 TP53BP1 TPD52L1 TPR TPRA1 TREX1 TRIAP1 TRIM39 TRIM71 TRIP13 TTI1 TTI2 TTK UBD UBE2A UBE2C UBE2E2 UBE2L3 UBE2S UFL1 UIMC1 UPF1 USH1C USP17L2 USP26 USP28 USP29 USP37 USP44 USP47 VPS4A VPS4B WAC WDR76 WEE1 WNT10B XPC XRCC3 ZFP36L1 ZFP36L2 ZFYVE19 ZNF16 ZNF207 ZNF324 ZNF655 ZNF830 ZPR1 ZW10 ZWILCH ZWINT GOBP_CELL_CYCLE_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_CYCLE_PROCESS AAAS ABCB1 ABRAXAS1 ABRAXAS2 ACTB ACTL6A ACTL6B ACTR2 ACTR3 ACVR1 ACVR1B ADAM17 ADAMTS1 AGO4 AHCTF1 AICDA AIF1 AKAP8 AKAP8L AKT1 ALKBH4 ALMS1 AMBRA1 ANAPC1 ANAPC11 ANAPC15 ANAPC2 ANAPC4 ANAPC5 ANAPC7 ANK3 ANKFN1 ANKK1 ANKLE1 ANKLE2 ANKRD17 ANKRD31 ANKRD53 ANLN ANXA1 ANXA11 APBB1 APBB2 APC APP APPL1 APPL2 ARF1 ARHGEF10 ARID1A ARID1B ARID2 ARL2 ARL3 ARL8A ARL8B ARPP19 ASPM ASZ1 ATAD5 ATF2 ATF5 ATM ATP2B4 ATR ATRIP ATRX AUNIP AURKA AURKAIP1 AURKB AURKC AVEN AXIN2 BABAM1 BABAM2 BACH1 BAG6 BANF1 BARD1 BAZ1B BBS4 BCAT1 BCCIP BCL2 BCL2L1 BCL2L11 BCL6 BCL7A BCL7B BCL7C BECN1 BEX4 BID BIN1 BIN3 BIRC5 BIRC6 BLM BMP4 BMP7 BOD1 BORA BRCA1 BRCA2 BRCC3 BRD4 BRD7 BRDT BRIP1 BRME1 BROX BRSK1 BRSK2 BTBD18 BTC BTN2A2 BUB1 BUB1B BUB3 C10orf90 C11orf80 C14orf39 C1orf112 C1orf146 C2CD3 C9orf78 CACNB4 CACUL1 CALM1 CALM2 CALM3 CALR CAMK2A CAMSAP3 CAPN3 CASP2 CATSPERZ CAV2 CCAR2 CCDC102B CCDC42 CCDC57 CCDC61 CCDC69 CCDC8 CCL2 CCNA1 CCNA2 CCNB1 CCNB1IP1 CCNB2 CCNB3 CCNC CCND1 CCND2 CCND3 CCNE1 CCNE2 CCNF CCNG1 CCNG2 CCNH CCNI CCNI2 CCNJ CCNJL CCNL1 CCNL2 CCNO CCNP CCNQ CCNY CCP110 CCSAP CD28 CDC14A CDC14B CDC14C CDC16 CDC20 CDC23 CDC25A CDC25B CDC25C CDC27 CDC34 CDC42 CDC45 CDC5L CDC6 CDC7 CDC73 CDCA2 CDCA5 CDCA8 CDK1 CDK10 CDK14 CDK15 CDK16 CDK17 CDK18 CDK2 CDK2AP2 CDK3 CDK4 CDK5 CDK5R1 CDK5RAP2 CDK5RAP3 CDK6 CDK7 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CDKN2D CDKN3 CDT1 CECR2 CENATAC CENPA CENPC CENPE CENPF CENPH CENPI CENPJ CENPK CENPL CENPM CENPN CENPO CENPP CENPQ CENPS CENPT CENPU CENPV CENPW CENPX CEP120 CEP126 CEP131 CEP135 CEP152 CEP192 CEP250 CEP295 CEP295NL CEP44 CEP55 CEP63 CEP68 CEP72 CEP76 CEP85 CEP97 CETN1 CETN2 CETN3 CFL1 CHAMP1 CHD3 CHEK1 CHEK2 CHFR CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CHORDC1 CHTF8 CIAO1 CIAO2A CIAO2B CIT CKAP2 CKAP5 CKS1B CKS2 CLASP1 CLASP2 CLOCK CLSPN CLTC CNTD1 CNTLN CNTROB CPSF3 CRADD CRLF3 CRNN CROCC CRY1 CSAG1 CSNK1D CSNK2A1 CSNK2A2 CSPP1 CTC1 CTCF CTDNEP1 CTDP1 CTDSP1 CTDSP2 CTDSPL CTNNB1 CUL1 CUL2 CUL3 CUL4A CUL4B CUL5 CUL7 CUL9 CXCR5 CYP1A1 CYP26B1 CYP27B1 DAB2IP DACH1 DACT1 DAPK3 DBF4 DBF4B DCAF13 DCDC1 DCTN1 DCTN2 DCTN3 DCTN6 DCUN1D3 DDB1 DDR2 DDRGK1 DDX11 DDX11L8 DDX12P DDX39B DDX3X DDX4 DEUP1 DIS3L2 DLG1 DLGAP5 DMC1 DMRT1 DMRTC2 DNA2 DNM2 DNMT3L DONSON DOT1L DPF1 DPF2 DPF3 DRD2 DRD3 DRG1 DSCC1 DSN1 DTL DTX3L DUSP1 DUX4 DYNC1H1 DYNC1LI1 DYNLT1 DYRK3 E2F1 E2F2 E2F3 E2F4 E2F6 E2F7 E2F8 E4F1 ECD ECRG4 ECT2 EDN1 EDN3 EDNRA EFHC1 EGF EGFR EHMT2 EIF2AK4 EIF4E EIF4EBP1 EIF4G1 EME1 EME2 EML1 EML3 EML4 ENKD1 ENSA ENSG00000266560 ENTR1 EPGN EPS8 ERCC2 ERCC3 ERCC4 ERCC6 EREG ESCO1 ESCO2 ESPL1 ESRRB ETAA1 EXOC1 EXOC2 EXOC3 EXOC4 EXOC5 EXOC6 EXOC6B EXOC7 EXOC8 EZH2 EZR FAM107A FAM110A FAM83D FANCA FANCD2 FANCM FBXL15 FBXL7 FBXO31 FBXO4 FBXO43 FBXO5 FBXO6 FBXO7 FBXW11 FBXW5 FBXW7 FEM1B FEN1 FES FGF10 FGF8 FHL1 FIGNL1 FLCN FLNA FMN2 FOXJ2 FOXJ3 FOXM1 FOXN3 FOXO4 FSD1 FZR1 GADD45A GATA6 GEM GEN1 GFI1 GFI1B GIGYF2 GINS1 GINS3 GIPC1 GIT1 GJA1 GJC2 GLI1 GML GMNN GNAI1 GOLGA2 GOLGA6A GOLGA6B GOLGA6C GOLGA6D GOLGA8A GOLGA8B GOLGA8CP GOLGA8DP GOLGA8G GOLGA8H GOLGA8IP GOLGA8J GOLGA8K GOLGA8M GOLGA8N GOLGA8O GOLGA8Q GOLGA8R GOLGA8S GOLGA8T GPER1 GPNMB GPR132 GPR15LG GPR3 GPSM1 GPSM2 GSPT1 GTF2B GTSE1 H2AX HASPIN HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HDAC3 HDAC8 HECW2 HEPACAM2 HFM1 HINFP HJURP HLA-G HMGA2 HNRNPU HORMAD1 HORMAD2 HOXA13 HSF2BP HSPA1A HSPA1B HSPA2 HTT HUS1 HUS1B HYAL1 ID2 ID4 IER3 IFFO1 IGF1 IGF1R IGF2 IHO1 IK IL1A IL1B INCENP ING2 ING4 INHBA INIP INO80 INS INSC INSM1 INSM2 INSR INTS13 INTS3 INTS7 IQGAP1 IQGAP2 IQGAP3 IST1 ITGB1 ITGB3BP JADE1 JTB KANK2 KASH5 KAT2A KAT2B KAT5 KATNB1 KCNA5 KCNH5 KCTD19 KDM8 KHDRBS1 KIAA0753 KIAA1614 KIF11 KIF13A KIF14 KIF18A KIF18B KIF20A KIF20B KIF22 KIF23 KIF25 KIF2A KIF2B KIF2C KIF3A KIF3B KIF4A KIF4B KIFC1 KIFC2 KIZ KLF11 KLF4 KLHDC3 KLHDC8B KLHL13 KLHL18 KLHL21 KLHL22 KLHL9 KMT2E KMT5A KNL1 KNSTRN KNTC1 KPNB1 L3MBTL1 LATS1 LATS2 LCMT1 LIF LIG1 LIMK2 LLGL1 LLGL2 LMNA LPIN1 LRP5 LSM10 LSM11 LSM14A LZTS2 M1AP MACROH2A1 MAD1L1 MAD2L1 MAD2L1BP MAD2L2 MAEL MAGEA5P MAJIN MAP10 MAP1S MAP3K11 MAP3K20 MAP4 MAP9 MAPK14 MAPK15 MAPRE1 MAPRE2 MAPRE3 MARF1 MARK4 MASTL MAU2 MBLAC1 MBTPS1 MBTPS2 MCM2 MCM3 MCM4 MCM6 MCMBP MCPH1 MDC1 MDM1 MDM2 MECP2 MED1 MEI1 MEI4 MEIKIN MEIOB MEIOC MEIOSIN MELK MEPCE METTL13 MIIP MIR10A MIR133A1 MIR133B MIR137 MIR15A MIR15B MIR16-1 MIR193A MIR195 MIR199A1 MIR19B1 MIR208A MIR214 MIR221 MIR222 MIR26A1 MIR29A MIR29B1 MIR29C MIR30C2 MIR362 MIR372 MIR424 MIR451A MIR495 MIR503 MIR515-1 MIR519D MIR520A MIR520H MIR638 MIR873 MIR892B MIS12 MIS18A MISP MITD1 MKI67 MLF1 MLH1 MLH3 MMS19 MN1 MNAT1 MND1 MOS MOV10L1 MRE11 MRGPRX2 MRNIP MSH2 MSH4 MSH5 MSH6 MSX1 MSX2 MTA3 MTBP MUC1 MUS81 MYBBP1A MYBL1 MYBL2 MYC MYH10 MYH9 MYO16 MYO19 MZT1 NAA10 NAA50 NAA60 NABP1 NABP2 NACC2 NAE1 NANOGP8 NANOS2 NAT10 NBN NCAPD2 NCAPD3 NCAPG NCAPG2 NCAPH NCAPH2 NCOR1 NDC1 NDC80 NDE1 NDEL1 NDP NEK10 NEK11 NEK2 NEK6 NEK7 NES NEUROG1 NFIA NFIB NIN NIPBL NLRP5 NME6 NOP53 NOX5 NPAT NPM1 NPM2 NPPC NPR2 NR3C1 NSFL1C NSL1 NSMCE2 NSUN2 NTMT1 NUBP1 NUDC NUDT16 NUF2 NUGGC NUMA1 NUP37 NUP43 NUP62 NUSAP1 OBSL1 ODF2 OFD1 OIP5 OOEP OPN1LW OPN1MW OPN1MW2 OR1A2 OR2A4 ORC1 ORC4 OVOL1 P3H4 PABIR1 PAF1 PAFAH1B1 PAGR1 PARD6A PARD6B PARD6G PARP3 PARP9 PAX6 PAXIP1 PBRM1 PBX1 PCID2 PCLAF PCM1 PCNA PCNT PDCD6IP PDE3A PDE4DIP PDGFB PDGFRB PDS5A PDS5B PDXP PHB2 PHF10 PHF13 PHF8 PHGDH PHIP PHOX2B PIAS1 PIBF1 PIDD1 PIK3C3 PIK3R4 PIM2 PIN1 PINX1 PIWIL2 PKD1 PKD2 PKHD1 PKIA PKMYT1 PKN2 PKP4 PLCB1 PLCG2 PLEC PLK1 PLK2 PLK3 PLK4 PLK5 PLRG1 PLSCR1 PMF1 PML POC1B POGZ POLA1 POLDIP2 POLE PPM1D PPME1 PPP1R10 PPP1R12A PPP1R35 PPP1R9B PPP2CA PPP2R1A PPP2R2D PPP2R5B PPP3CA PPP6C PRAP1 PRC1 PRDM7 PRDM9 PRICKLE1 PRKCA PRKCB PRKCE PRKDC PRMT2 PRMT5 PROX1 PRPF19 PRPF40A PSMA8 PSMC3IP PSMD13 PSME1 PSME2 PSME3 PSMG2 PSRC1 PTEN PTPA PTPN11 PTPN6 PTPRC PTTG1 PTTG2 PTTG3P PUM1 PUM2 RAB11A RAB11FIP3 RAB11FIP4 RAB35 RAB6C RACGAP1 RAD1 RAD17 RAD18 RAD21 RAD21L1 RAD50 RAD51 RAD51AP1 RAD51B RAD51C RAD51D RAD54B RAD54L RAD9A RAD9B RAE1 RAN RANBP1 RASA1 RB1 RBBP8 RBL1 RBL2 RBM14 RBM46 RCC1 RCC2 RDX REC8 RECQL5 REEP3 REEP4 RFPL1 RFWD3 RGCC RGS14 RHNO1 RHOA RHOB RHOC RHOU RINT1 RIOK2 RIOK3 RMDN1 RMI1 RMI2 RNASEH2B RNF112 RNF212 RNF212B RNF4 ROCK1 ROCK2 ROPN1B RPA2 RPA4 RPL10L RPL23 RPL24 RPL26 RPRD1B RPS27L RPS3 RPS6 RPS6KA2 RPS6KB1 RPTOR RRM1 RRM2 RRM2B RRP8 RRS1 RTEL1 RTF2 RTKN RTTN RXFP3 SAC3D1 SAPCD2 SASS6 SBDS SDCCAG8 SDE2 SEH1L SENP6 SEPTIN1 SEPTIN10 SEPTIN11 SEPTIN12 SEPTIN14 SEPTIN2 SEPTIN3 SEPTIN4 SEPTIN5 SEPTIN6 SEPTIN7 SEPTIN8 SEPTIN9 SETD2 SETDB2 SETMAR SFRP1 SGO1 SGO2 SH2B1 SH3GLB1 SHCBP1L SHOC1 SIN3A SIRT1 SIRT2 SIRT7 SIX3 SKA1 SKA2 SKA3 SKP2 SLC16A1 SLC25A31 SLC25A5 SLC39A5 SLF1 SLF2 SLFN11 SLX4 SMARCA2 SMARCA4 SMARCA5 SMARCAD1 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMC1A SMC1B SMC2 SMC3 SMC4 SMC5 SMC6 SMPD3 SND1 SNX18 SNX33 SNX9 SON SOX15 SOX2 SOX9 SPAG5 SPAST SPATA17 SPATA22 SPC24 SPC25 SPDL1 SPDYA SPHK1 SPICE1 SPIRE1 SPIRE2 SPO11 SPRY1 SPRY2 SPTBN1 SRPK1 SSTR5 SSX2IP STAG1 STAG2 STAG3 STAMBP STARD9 STIL STK11 STK33 STMN1 STOX1 STRA8 STRADA STXBP4 SUGT1 SUN1 SUN2 SUSD2 SVIL SYCE1 SYCE1L SYCE2 SYCE3 SYCP1 SYCP2 SYCP2L SYCP3 SYF2 TACC1 TACC2 TACC3 TAF1 TAF10 TAF1L TAF2 TAOK1 TAOK2 TAOK3 TAS1R2 TAS2R13 TBCE TBX2 TBX20 TCIM TDRD12 TDRD9 TDRKH TELO2 TENT4A TERB1 TERB2 TERF1 TERF2 TERT TESMIN TEX11 TEX12 TEX14 TEX15 TEX19 TFAP4 TFDP1 TFDP3 TGFA THOC1 THOC5 TICRR TIMELESS TIPIN TIPRL TK1 TLE6 TLK1 TLK2 TM4SF5 TMEM14B TMEM250 TMEM67 TMOD3 TNF TNKS TOM1L1 TOM1L2 TOP1 TOP2A TOP2B TOP3A TOP3B TOPBP1 TP53 TP53BP1 TPD52L1 TPPP TPR TPRA1 TPX2 TRAPPC12 TREX1 TRIAP1 TRIM36 TRIM37 TRIM39 TRIM71 TRIM75 TRIP13 TTC19 TTI1 TTI2 TTK TTL TTN TUBA1A TUBB TUBB1 TUBB8 TUBE1 TUBG1 TUBG2 TUBGCP2 TUBGCP3 TUBGCP4 TUBGCP5 TUBGCP6 TXLNG UBB UBD UBE2A UBE2B UBE2C UBE2E2 UBE2I UBE2L3 UBE2S UBR2 UBXN2B UFL1 UIMC1 UNC119 UPF1 USH1C USP16 USP17L2 USP19 USP26 USP28 USP29 USP33 USP37 USP44 USP47 USP51 USP8 USP9X UVRAG UXT VCP VPS4A VPS4B VRK1 WAC WAPL WASHC5 WASL WDR6 WDR62 WDR76 WEE1 WEE2 WIZ WNK1 WNT10B WNT4 WNT5A WRAP73 WRN XPC XPO1 XRCC2 XRCC3 YTHDC2 YTHDF2 ZBED3 ZBTB17 ZCWPW1 ZFP36L1 ZFP36L2 ZFYVE19 ZFYVE26 ZMPSTE24 ZNF16 ZNF207 ZNF324 ZNF503 ZNF541 ZNF655 ZNF830 ZPR1 ZSCAN21 ZW10 ZWILCH ZWINT GOBP_CELL_DIFFERENTIATION_INVOLVED_IN_EMBRYONIC_PLACENTA_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_DIFFERENTIATION_INVOLVED_IN_EMBRYONIC_PLACENTA_DEVELOPMENT CASP8 DNAJB6 E2F7 E2F8 EOMES FZD5 GCM1 GJB5 GRHL2 HAND1 HECTD1 KRT19 KRT8 LIF MDFI NR2F2 PLK4 PRDM1 SNAI1 SOX15 SPINT2 ST14 STK3 STK4 GOBP_CELL_DIFFERENTIATION_INVOLVED_IN_KIDNEY_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_DIFFERENTIATION_INVOLVED_IN_KIDNEY_DEVELOPMENT ACTA2 ADIPOQ AMER1 ASXL1 BASP1 CD24 CD34 CTNNB1 EDNRA EDNRB EXT1 FOXC2 FOXJ1 GATA3 GDNF GLI3 GLIS2 GPR4 GREM1 HES1 IQGAP1 JAG1 KLF15 LAMB2 LGR4 LHX1 LIF MAGI2 MEF2C MMP9 MTSS1 MYO1E NOTCH1 NOTCH2 NPHS1 NPHS2 OSR1 PAX2 PAX8 PDGFB PODXL POU3F3 PRKX PROM1 PTCH1 PTPRO SALL1 SHH SIX2 SMO STAT1 TCF21 WNT4 WNT9B WT1 WWTR1 YAP1 GOBP_CELL_DIFFERENTIATION_INVOLVED_IN_METANEPHROS_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_DIFFERENTIATION_INVOLVED_IN_METANEPHROS_DEVELOPMENT ADIPOQ CD34 CTNNB1 GDNF GREM1 LAMB2 LGR4 LIF NPHS2 OSR1 PAX2 PAX8 PDGFB POU3F3 SALL1 SIX2 SMO STAT1 TCF21 WNT4 WNT9B WWTR1 YAP1 GOBP_CELL_DIFFERENTIATION_INVOLVED_IN_PHENOTYPIC_SWITCHING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_DIFFERENTIATION_INVOLVED_IN_PHENOTYPIC_SWITCHING DNMT1 FGF9 MIR140 MIR18A SOD2 GOBP_CELL_DIFFERENTIATION_IN_HINDBRAIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_DIFFERENTIATION_IN_HINDBRAIN AGTPBP1 ATP7A CBLN1 CEND1 FAIM2 GATA2 GRID2 HERC1 KNDC1 LDB1 LHX1 LHX5 MTPN NOG OPHN1 PHOX2B PROX1 RORA SKOR2 SLC25A46 TTC21B TTLL1 WNT7A GOBP_CELL_DIFFERENTIATION_IN_SPINAL_CORD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_DIFFERENTIATION_IN_SPINAL_CORD ABT1 ASCL1 CLN8 DBX1 DLL4 DMRT3 DRAXIN DYNC2H1 FOXN4 GATA2 GBX1 GDF7 GIGYF2 GLI2 GLI3 GSX1 GSX2 HOXC10 HOXD10 IFT172 ISL1 ISL2 LBX1 LHX1 LHX3 LHX4 LHX5 LMO4 MDGA1 MDGA2 MNX1 NKX2-2 NOTCH1 OLIG2 OLIG3 PHOX2A PTCH1 SCYL1 SCYL3 SHH SOX1 SOX13 SOX6 SUFU TAL1 TBX20 TCTN1 WNT1 WNT3A ZC4H2 GOBP_CELL_DIVISION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_DIVISION AATF ABRAXAS2 ACTR2 ACTR3 ACTR8 AHCTF1 AKNA ALKBH4 ANAPC1 ANAPC10 ANAPC11 ANAPC13 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 ANK3 ANKLE2 ANKRD53 ANLN ANXA11 APC ARF1 ARF6 ARHGEF2 ARL3 ARL8A ARL8B ARPP19 ASPM AURKA AURKB AURKC BABAM1 BABAM2 BBS4 BCAR1 BCL2L1 BECN1 BIN3 BIRC5 BIRC6 BLM BMI1 BOD1 BOD1L2 BORA BRCA2 BRCC3 BRIP1 BRSK2 BTC BUB1 BUB1B BUB3 CABLES1 CABLES2 CALM1 CALM2 CALM3 CAT CCDC124 CCNA1 CCNA2 CCNB1 CCNB2 CCNB3 CCND1 CCND2 CCND3 CCNE1 CCNE2 CCNF CCNG1 CCNG2 CCNK CCNO CCNT1 CCNT2 CCNY CCP110 CCSAP CD2AP CDC123 CDC14A CDC14B CDC14C CDC16 CDC20 CDC23 CDC25A CDC25B CDC25C CDC26 CDC27 CDC42 CDC6 CDC7 CDCA2 CDCA3 CDCA5 CDCA8 CDK1 CDK14 CDK2 CDK20 CDK2AP2 CDK3 CDK4 CDK5 CDK6 CDK7 CDT1 CECR2 CENPA CENPC CENPE CENPF CENPJ CENPS CENPT CENPV CENPW CENPX CEP164 CEP55 CEP63 CETN1 CETN2 CETN3 CFL1 CHEK2 CHFR CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CIB1 CINP CIT CKAP2 CKAP5 CKS1B CKS2 CLASP1 CLASP2 CLTA CLTC CNTRL CNTROB CSNK1A1 CSPP1 CTDP1 CUL3 CUL7 CUZD1 CXCR5 DCDC1 DCLRE1A DCT DCTN1 DCTN3 DIS3L2 DIXDC1 DLL1 DOCK7 DR1 DRD2 DRD3 DSN1 DYNC1H1 DYNC1LI1 DYNLT1 DYNLT3 DYRK3 E2F7 E2F8 E4F1 ECT2 EFHC1 EML3 EML4 ENSA ENTR1 EPB41 EPB41L2 ERCC2 ERCC6L EREG ESPL1 ESRRB ETV5 EVI2B EVI5 EXOC1 EXOC2 EXOC3 EXOC4 EXOC5 EXOC6 EXOC6B EXOC7 EXOC8 EXT1 FAM83D FBXL7 FBXO5 FGF1 FGF13 FGF2 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR2 FIGN FLCN FMN2 FSD1 FUT10 FZD7 FZR1 GAREM1 GIPC1 GIT1 GKN1 GNAI1 GNAI2 GNAI3 GNL3 GOLGA2 GPR15LG GPSM2 HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HELLS HEPACAM2 HMCN1 HMGA2 HNRNPU HOXB4 HTR2B IGF1R IGF2 IL1A IL1B INCENP ING2 INO80 INSC INTS13 INTU IQGAP1 IQGAP2 IQGAP3 IST1 ITGB1BP1 ITGB3BP JTB KAT14 KAT2A KAT2B KATNA1 KATNB1 KDF1 KIF11 KIF13A KIF14 KIF18B KIF20A KIF20B KIF23 KIF2A KIF2B KIF2C KIF3B KIF4A KIF4B KIFC1 KLHDC8B KLHL13 KLHL18 KLHL21 KLHL22 KLHL42 KLHL9 KMT5A KNL1 KNSTRN KNTC1 LATS1 LATS2 LBH LEF1 LIG1 LIG3 LIG4 LLGL2 LMLN LRRCC1 LZTS2 MACC1 MAD1L1 MAD2L1 MAD2L2 MAEA MAP10 MAP4 MAP9 MAPRE1 MAPRE2 MAPRE3 MARK4 MASTL MAU2 MBIP MCMBP MDK MICAL3 MIR145 MIS12 MIS18A MIS18BP1 MISP MITD1 MLLT3 MPLKIP MRGPRX2 MYC MYH10 MYH9 MYO19 NAP1L2 NCAPD2 NCAPD3 NCAPG NCAPG2 NCAPH NCOA3 NDC80 NDE1 NEDD1 NEDD9 NEK1 NEK2 NEK3 NEK4 NEK6 NEK9 NKX3-1 NLRP5 NOTCH1 NOX5 NR3C1 NRDE2 NSL1 NSMCE2 NSUN2 NUDC NUF2 NUMA1 NUMB NUMBL NUP37 NUP43 NUP62 NUSAP1 OIP5 OOEP OPN1LW OPN1MW OPN1MW2 OR1A2 OR2A4 ORC4 OSM PADI6 PAFAH1B1 PARD3 PARD3B PARD6A PARD6B PARD6G PAX6 PDCD6IP PDGFA PDGFB PDGFC PDGFD PDS5A PDS5B PDXP PELO PGF PHF13 PIK3C3 PIK3CB PIK3R4 PIMREG PIN1 PKN2 PKP4 PLEC PLK1 PLK3 PLK5 PMF1 POGZ POLDIP2 POU3F2 POU3F3 POU5F1 PPBP PPP1CA PPP1CB PPP1CC PPP1R1C PPP2R2D PRC1 PRDM15 PRKCE PROK1 PRPF40A PSRC1 PTCH1 PTN PTTG1 RAB10 RAB11A RAB11FIP3 RAB11FIP4 RAB35 RACGAP1 RACK1 RAD21 RAE1 RALA RALB RAN RASA1 RB1 RBBP8 RCC1 RCC2 RECQL5 REEP3 REEP4 RFPL1 RGS14 RHOA RHOB RHOC RNF8 ROCK1 ROCK2 ROPN1B RPS3 RTKN RUVBL1 RXFP3 SAC3D1 SAPCD2 SDE2 SEH1L SENP5 SEPTIN1 SEPTIN10 SEPTIN11 SEPTIN12 SEPTIN14 SEPTIN2 SEPTIN3 SEPTIN4 SEPTIN5 SEPTIN6 SEPTIN7 SEPTIN8 SEPTIN9 SETD2 SETDB2 SFN SFRP2 SGF29 SGO1 SGO2 SH3GLB1 SHCBP1L SHH SIRT2 SKA1 SKA2 SKA3 SMC1A SMC2 SMC3 SMC4 SMC5 SMYD5 SNX18 SNX33 SNX9 SON SOX17 SOX5 SPAG5 SPART SPAST SPATA22 SPC24 SPC25 SPDL1 SPECC1L SPICE1 SPIRE1 SPIRE2 SPOUT1 SPTBN1 SSNA1 SSTR5 STAG1 STAG2 STAMBP STMN1 STOX1 SUSD2 SVIL SYCE1 SYCE2 SYCE3 SYCP1 SYCP2 SYCP3 TACC1 TACC3 TADA2A TADA3 TAFAZZIN TAL1 TAS1R2 TAS2R13 TDRD12 TEAD3 TENT4B TERF1 TEX14 TGFA TGFB1 TGFB2 TGFB3 THBS4 TIAL1 TIMELESS TIPIN TLE6 TMEM250 TNKS TOP1 TOP2A TOPAZ1 TP63 TPPP TPR TPRA1 TPX2 TRIM36 TRIOBP TSG101 TTC19 TTC28 TUBA1A TUBA1B TUBA1C TUBB TXNIP TXNL4A UBE2C UBE2I UBE2S UNC119 USP16 USP37 USP39 USP44 USP8 USP9X UVRAG VEGFA VEGFB VEGFC VEGFD VPS4A VPS4B VRK1 WAPL WASHC5 WASL WDR5 WEE1 WNK1 WNT3A WNT7A WNT9B WWTR1 YBX1 YEATS2 YTHDF2 ZBTB16 ZC3HC1 ZFP36L2 ZFYVE19 ZFYVE26 ZNF16 ZNF207 ZNF449 ZNF830 ZNRD2 ZW10 ZWILCH ZWINT ZZZ3 GOBP_CELL_FATE_COMMITMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_FATE_COMMITMENT ACVR1 APC APC2 AR ARHGEF2 ARX ASCL1 ATOH1 ATOH7 BARHL2 BATF BCL11B BCL2 BHLHA15 BHLHE22 BHLHE23 BMP2 BMP4 BMPR1A BRAF CASP3 CDC42 CDC73 CDON CHD3 CHD4 CTNNB1 CTR9 CTSL CYP26B1 DBX1 DHH DKK1 DLL1 DLL4 DLX1 DLX2 DMRT3 DMRTA2 DOCK7 DSCAML1 EBF2 EDN1 EDNRA EHMT2 EOMES EPAS1 EPOP ERBB4 ESRP1 ETS2 EXT1 EYA1 EYA2 FEV FEZF2 FGF10 FGF13 FGF2 FGF8 FGFR2 FKBP8 FOXA1 FOXA2 FOXC2 FOXG1 FOXI3 FOXN1 FOXN4 FOXP3 FZD7 GAP43 GAS1 GATA1 GATA2 GATA3 GATA4 GATA5 GATA6 GATAD2A GATAD2B GBX1 GCM1 GDF3 GDF7 GLI2 GLI3 GSC GSX1 GSX2 HDAC1 HDAC2 HES1 HES5 HEY2 HNF1B HOXA11 HOXA13 HOXA2 HOXC10 HOXD10 ID2 IFRD1 IHH IL12B IL12RB1 IL23A IL23R IL6 IL6R IL7 IRF4 ISL1 ISL2 ITGB1 JAG1 JAG2 JAK1 KDM6B KDR KLF4 LATS1 LATS2 LBX1 LEO1 LHX3 LMO4 LOXL3 LY9 MBD3 MCL1 MEF2C MESP1 MGA MIAT MIR1-1 MIR133A1 MIR19B1 MIR206 MIR208A MITF MNX1 MTA1 MTA2 MTA3 MTOR MYF5 MYF6 MYL2 MYOD1 MYOG MYT1L NANOG NEUROD1 NEUROD4 NEUROG1 NFIA NFIB NKX2-1 NKX2-2 NKX2-5 NKX6-2 NKX6-3 NODAL NOTCH1 NOTCH2 NOTCH3 NOTCH4 NR2E1 NR2F2 NRP1 OLIG1 OLIG2 OLIG3 ONECUT1 ONECUT2 PAF1 PAX2 PAX6 PDPN PITX1 PML POU3F2 POU4F1 POU5F1 PPARG PRDM1 PRDM14 PRDM4 PRKDC PROX1 PRRX1 PSEN1 PTCH1 PTCH2 PTF1A RAB10 RAG2 RARA RBBP4 RBBP7 RBPJ RHOA RTF1 RUNX2 SFRP1 SFRP2 SHH SIX1 SIX2 SLAMF6 SLAMF8 SMAD1 SMAD2 SMAD4 SMAD5 SMO SOCS3 SOSTDC1 SOX1 SOX13 SOX17 SOX18 SOX2 SOX5 SOX6 SOX8 SOX9 SPDEF SPN SPRY2 STAT3 STAT6 SUFU TAL1 TBR1 TBX1 TBX10 TBX15 TBX18 TBX19 TBX2 TBX20 TBX21 TBX22 TBX3 TBX4 TBX5 TBX6 TBXT TCF3 TCF7L2 TEAD3 TEAD4 TENM4 TGFB1I1 TGFBR1 TLX3 TM2D3 TNFSF18 TNXB TOX TP53 TRIM15 WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT8A WNT8B WNT9A WNT9B WT1 ZFPM1 ZNF521 GOBP_CELL_FATE_COMMITMENT_INVOLVED_IN_FORMATION_OF_PRIMARY_GERM_LAYER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_FATE_COMMITMENT_INVOLVED_IN_FORMATION_OF_PRIMARY_GERM_LAYER BMP4 BMPR1A CDC73 CTNNB1 CTR9 DKK1 EOMES ETS2 EYA1 EYA2 FOXC2 FZD7 GATA6 HNF1B HOXA11 KLF4 LEO1 MESP1 NANOG NODAL PAF1 PAX2 POU5F1 RTF1 SFRP2 SIX2 SMAD1 SOX17 SOX2 TBX6 TRIM15 WNT3A GOBP_CELL_FATE_COMMITMENT_INVOLVED_IN_PATTERN_SPECIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_FATE_COMMITMENT_INVOLVED_IN_PATTERN_SPECIFICATION ASCL1 DBX1 DLL4 DMRT3 FOXN4 GLI2 GLI3 LHX3 NKX2-2 SOX1 SUFU GOBP_CELL_FATE_DETERMINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_FATE_DETERMINATION ASCL1 ATOH1 BARHL2 BMP4 CDC42 CTNNB1 CYP26B1 DLL1 DSCAML1 EBF2 FEZF2 FOXG1 GATA2 GATA3 GATA6 HES1 HOXA2 IFRD1 ISL1 JAG1 KLF4 LBX1 MCL1 MEF2C MESP1 MYOD1 NKX2-2 NKX6-3 NOTCH2 NOTCH4 PAX2 PAX6 PROX1 PRRX1 PTCH1 PTCH2 SOX17 TBX2 TNXB TRIM15 WNT1 WNT7A GOBP_CELL_FATE_SPECIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_FATE_SPECIFICATION APC APC2 AR ASCL1 ATOH1 BMPR1A CDON CHD3 CHD4 CTNNB1 DBX1 DHH DKK1 DLL1 DMRT3 DMRTA2 EHMT2 EOMES ESRP1 EYA1 EYA2 FEV FGF2 FKBP8 FOXA1 FOXA2 FOXI3 FZD7 GATAD2A GATAD2B GLI2 GLI3 GSC GSX2 HDAC1 HDAC2 HNF1B HOXA11 HOXA13 HOXC10 HOXD10 IHH ISL1 ISL2 ITGB1 LHX3 LMO4 MBD3 MESP1 MGA MIAT MNX1 MTA1 MTA2 MTA3 MYL2 MYT1L NANOG NFIA NFIB NKX2-2 NODAL NOTCH1 NRP1 OLIG2 OLIG3 PAX2 PAX6 POU3F2 POU4F1 POU5F1 PRDM14 PSEN1 PTCH1 PTCH2 RBBP4 RBBP7 RBPJ SFRP2 SHH SIX1 SIX2 SMO SOX1 SOX17 SOX18 SOX2 SOX9 SUFU TBR1 TBX1 TBX10 TBX15 TBX18 TBX19 TBX2 TBX20 TBX21 TBX22 TBX3 TBX4 TBX5 TBX6 TBXT TEAD4 TENM4 TLX3 WNT11 WNT3A WNT5A GOBP_CELL_FATE_SPECIFICATION_INVOLVED_IN_PATTERN_SPECIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_FATE_SPECIFICATION_INVOLVED_IN_PATTERN_SPECIFICATION DBX1 DMRT3 GLI2 GLI3 LHX3 SOX1 SUFU GOBP_CELL_GROWTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_GROWTH ABL1 ACVR1B ACVRL1 ADAM10 ADAM15 ADAM17 ADCY10 ADIPOR1 ADNP ADRA1A AGT AGTR1 AGTR2 AKAP6 AKT1 ALCAM ANAPC2 APOE APP ARHGAP4 ARHGEF11 ARIH2 ARMC12 ATAD3A AURKA AUTS2 AVP AVPR1A BAP1 BARHL2 BCAR1 BCL11A BCL2 BCL6 BDKRB1 BDNF BIN3 BLTP1 BMP10 BMPR2 BRAT1 BRCA1 BST2 BTG1 C8orf44-SGK3 C9orf72 CACNG7 CAMK2D CAPRIN2 CAV3 CCAR2 CCDC85B CCN3 CD38 CDA CDC42 CDC73 CDH1 CDH4 CDHR2 CDK11A CDK11B CDK5 CDKL3 CDKL5 CDKN1A CDKN1B CDKN2A CDKN2AIP CDKN2C CDKN2D CEACAM1 CEP43 CGRRF1 CHPT1 CIB1 CISH CLSTN1 CLSTN3 COBL CPNE1 CPNE5 CPNE6 CPNE9 CRABP2 CRKL CRLF3 CRYAB CSNK2A1 CTDP1 CTNNB1 CTTN CXCL12 CXCL16 CXCR4 CYFIP1 CYFIP2 CYP27B1 DAB2 DACT3 DCAF13 DCBLD2 DCC DCLK1 DCSTAMP DCUN1D3 DCUN1D5 DDR1 DDX3X DDX49 DERL2 DIP2B DISC1 DNAJB2 DNM2 DNPH1 DRAXIN DSCAM DVL1 EAF2 EBAG9 EDN1 EDN2 EDN3 EDNRA EFNA5 EGFR EGLN2 EI24 EIF2AK4 EIF4G1 EIF4G2 EMX1 ENO1 ENPP1 EPB41L5 EPHA7 ERBB2 ESR2 EXOSC2 EXOSC4 EXOSC9 EXT1 EXTL3 F2 FAM107A FBP1 FGF13 FHL1 FLRT1 FLRT3 FN1 FOXL2 FOXP1 FRZB FSTL4 FXN G6PD GATA4 GDF2 GDF9 GDI1 GJA1 GNG4 GOLGA4 GREM1 GSK3A GSK3B H3-3A H3-3B H3-5 HBEGF HDAC6 HDGFL2 HNF4A HPN HRG HSP90AA1 HSP90AB1 HSPA1A HSPA1B HYAL1 HYAL2 IFRD1 IGF1 IGFBP1 IGFBP3 IGFBP4 IGFBP5 IGFBP7 IGFBPL1 IL17RB IL2 IL9 IMPACT ING1 ING4 ING5 INHBA INO80 INS IP6K2 IQGAP1 ISLR2 IST1 ITCH ITGA4 ITGB1 ITSN2 JADE1 JADE2 JADE3 KAT7 KAZALD1 KDM2B KIAA0319 KIF14 KIF26A KLHL22 KMT2D KRT17 L1CAM LAMB2 LAMTOR1 LAMTOR2 LGI1 LHX2 LIMK1 LLPH LMX1A LPAR3 LTBP4 MACF1 MAD2L2 MAG MAP1B MAP2 MAP2K4 MAP2K5 MAP3K13 MAPKAP1 MAPT MEAF6 MECP2 MEG3 MEGF8 MEIS1 MELTF MEX3C MFSD2A MINAR1 MIR195 MIR199A1 MIR199B MIR19A MIR19B1 MIR208A MIR23A MIR24-1 MLST8 MMP14 MSX1 MT3 MTOR MTPN MUC12 MUL1 MYL2 MYOCD N6AMT1 NAIF1 NANOS1 NCBP1 NDEL1 NDN NDRG3 NDUFA13 NDUFS3 NEDD4L NET1 NGF NIN NKX6-1 NLGN3 NME6 NPM1 NPPB NPR1 NPR2 NRCAM NRG3 NRN1 NRN1L NRP1 NRP2 NTN1 NUBP1 OGFR OLFM1 OSGIN1 OSGIN2 OSTN PABIR1 PAFAH1B1 PAK4 PAK5 PAK6 PAPPA2 PARP2 PDLIM5 PHB1 PI16 PLAA PLCE1 PLXNA1 PLXNA3 PLXNA4 PML POSTN POU4F2 POU4F3 PPARA PPP1R9B PPP2CA PPP2R1A PPP3CB PPT1 PRDM11 PRICKLE1 PRKCQ PRKCZ PRKG1 PRKN PRMT2 PRR5 PRSS2 PSMD10 PSRC1 PTCH2 PTK2B PTPRJ PTPRS PUM2 RAB21 RAB33B RACK1 RAPH1 RARG RASAL1 RASGRP2 RB1 RBBP7 RERG RGMA RGS2 RGS4 RICTOR RIMS1 RIMS2 RND2 RNF157 RNF6 ROS1 RPS6KA1 RPS6KA3 RPTOR RTN4 RTN4R RUFY3 RYK S100A8 S100A9 S100B SCGB3A1 SDCBP SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SERPINE2 SERTAD2 SERTAD3 SESN2 SFN SFRP1 SFRP2 SGK1 SGK2 SGK3 SH3BP4 SH3GL2 SHTN1 SIN3A SIPA1 SLC23A2 SLC25A33 SLC39A12 SLC44A4 SLC9A1 SLC9A6 SLIT1 SLIT2 SLIT3 SMAD3 SMAD4 SMAD7 SMARCA2 SMARCA4 SMARCB1 SMURF1 SOCS2 SORBS2 SOX17 SOX9 SPAG6 SPAG9 SPART SPG11 SPHK1 SPHK2 SPOCK1 SPP1 SRF SSNA1 ST20 ST7L ST8SIA2 STK11 SUPV3L1 SYT1 SYT14P1 SYT17 SYT2 SYT3 SYT4 TAF9B TAOK2 TCHP TEAD1 TFRC TGFB1 TGFB2 TGFBR1 TGFBR2 TIAM1 TMEM108 TMEM97 TNC TNN TNR TOMM70 TP53 TP53TG5 TRIM32 TRIM40 TRIM46 TRPC5 TRPV2 TSC22D4 TSG101 TSPYL2 TTL TWF2 UCN ULK1 ULK2 UNC13A URI1 USP47 USP9X VCL VEGFA VGLL4 WASF1 WFDC1 WNT11 WNT3 WNT3A WNT5A WT1 YAP1 YY1 ZFYVE27 ZNF639 GOBP_CELL_JUNCTION_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_JUNCTION_ASSEMBLY ABI3 ABL1 ACE ACE2 ACHE ACTB ACTG1 ACTN1 ACTN2 ACTN3 ACVRL1 ADD2 ADGRB1 ADGRB3 ADGRF1 ADGRL3 ADNP AFDN AGRN AGT AJUBA AMIGO1 AMIGO2 AMIGO3 ANK2 APC APLNR APOD APP ARF6 ARHGAP6 ARHGEF15 ARHGEF7 ARHGEF9 ARL2 ARMCX5-GPRASP2 ARVCF ASIC2 BCL2 BCR BDNF BSN C1QL2 C1QL3 CAMSAP3 CAPZA1 CAV1 CBLN1 CBLN2 CBLN4 CD9 CDC42 CDH1 CDH10 CDH11 CDH12 CDH13 CDH15 CDH17 CDH18 CDH19 CDH2 CDH20 CDH22 CDH24 CDH26 CDH3 CDH4 CDH5 CDH6 CDH7 CDH8 CDH9 CDHR3 CDK5 CHD4 CHRNB2 CLASP1 CLASP2 CLDN1 CLDN10 CLDN11 CLDN12 CLDN14 CLDN15 CLDN16 CLDN17 CLDN18 CLDN19 CLDN2 CLDN20 CLDN22 CLDN23 CLDN24 CLDN25 CLDN3 CLDN34 CLDN4 CLDN5 CLDN6 CLDN7 CLDN8 CLDN9 CLSTN1 CLSTN2 CLSTN3 CNTN5 CNTNAP1 CNTNAP2 COL16A1 COL17A1 COLQ CORO1C CORO2B CRB3 CRIPT CRK CRKL CTNNA1 CTNNB1 CTNND1 CTNND2 CTTN CUX2 DAPK3 DBNL DKK1 DLC1 DLG1 DLG5 DMTN DNER DNM3 DRD1 DRD2 DSCAM DSG1 DST DUSP22 DUSP3 DVL1 ECT2 EEF2K EFNA5 EFNB3 EIF4G1 EPB41L3 EPB41L5 EPHA2 EPHA3 EPHA7 EPHB1 EPHB2 EPHB3 ERBB4 ESAM F11R FAM107A FARP1 FBF1 FBXO45 FER FERMT2 FGF13 FLCN FLOT1 FLRT2 FLRT3 FMN1 FN1 FRMPD2 FSCN1 FZD1 FZD5 GABRA1 GABRA2 GABRB2 GABRB3 GABRG2 GAP43 GHRL GHSR GJA1 GJA10 GJA4 GJA5 GJB1 GJB2 GJB6 GJC1 GJD3 GNPAT GPBAR1 GPC4 GPM6A GPM6B GPRASP3 GREM1 GRHL2 GRIA1 GRID2 HAPLN4 HDAC7 HIPK1 HOPX HRG ICAM5 IKBKB IL17A IL1B IL1RAP IL1RAPL1 IL1RAPL2 ILDR1 IRX3 ITGA2 ITGA5 ITGA6 ITGB1BP1 ITGB3 ITGB4 JAM3 JUP KCNJ8 KDR KIRREL3 LAMA3 LAMC1 LARGE1 LDB1 LGI2 LHFPL4 LIM2 LIMCH1 LIMS1 LINGO2 LINGO4 LRFN3 LRFN4 LRFN5 LRP4 LRRC24 LRRC4 LRRC4B LRRN1 LRRN3 LRRTM1 LRRTM2 LRRTM3 LRTM2 LSR LZTS1 MACF1 MAP1B MAP4K4 MARVELD2 MARVELD3 MDGA1 MECP2 MEF2C MICALL2 MIR105-1 MIR142 MIR431 MMP14 MPDZ MPP7 MUSK MYCBP2 MYO1C MYO9A MYOC NECTIN1 NEGR1 NLGN1 NLGN2 NLGN3 NLGN4X NLGN4Y NPAS4 NPHP1 NPHP4 NPHS1 NPTN NPTX1 NR1H4 NRCAM NRG3 NRP1 NRXN1 NRXN2 NTN1 NTNG2 NTRK1 NTRK2 OCEL1 OCLN OGT OPHN1 OXTR PAK2 PARD3 PARD6B PATJ PCDH17 PCDHB10 PCDHB11 PCDHB13 PCDHB14 PCDHB16 PCDHB2 PCDHB3 PCDHB4 PCDHB5 PCDHB6 PCDHB9 PCLO PDCD6IP PDLIM5 PEAK1 PECAM1 PHLDB2 PIP5K1A PIP5K1C PKN2 PKP1 PKP2 PKP3 PKP4 PLEC PLXNB1 PLXNB2 PLXND1 POF1B POLDIP2 POU4F1 PPM1F PRKACA PRKCA PRKCH PTEN PTK2 PTK2B PTPN13 PTPRA PTPRD PTPRJ PTPRK PTPRO PTPRS RAB13 RAB17 RAB29 RAC1 RAMP2 RAP1A RAP1B RAP2A RAPGEF1 RAPGEF2 RCC2 RHOA RHOC RHOD ROBO2 ROCK1 ROCK2 RYK S100A10 SDC4 SDCBP SDK1 SDK2 SEMA4A SEMA4D SETD5 SFRP1 SH3BP1 SHANK2 SHANK3 SIX1 SIX4 SLC25A46 SLC39A9 SLC9A1 SLIT1 SLITRK1 SLITRK2 SLITRK3 SLITRK4 SLITRK5 SLITRK6 SLK SMAD3 SMAD7 SNAI1 SNAI2 SNAP25 SNCA SORBS1 SPOCK2 SPTBN2 SRC SRF SRGAP2 SRGAP2C SRPX2 ST8SIA2 STAU2 STON1 STRN SYNDIG1 TAOK2 TBCD TBX5 TEK TESK2 THBS1 THBS2 THSD1 THY1 TJP1 TLN1 TLN2 TLR2 TNF TPBG TRIP6 TRPV4 TSC1 UGT8 VCL VEGFA VMP1 VPS35 VSTM5 WDPCP WDR1 WHAMM WNT11 WNT3A WNT4 WNT5A WNT7A ZDHHC12 ZDHHC2 ZNF703 GOBP_CELL_JUNCTION_DISASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_JUNCTION_DISASSEMBLY ABCC8 ADGRB3 ARF6 C1QA C1QB C1QC C1QL1 C3 CX3CL1 CX3CR1 DKK1 DUSP3 EPHA4 FER IQSEC1 ITGAM ITGB1 MAP4K4 MAPRE2 PIK3R1 PLXNC1 PRICKLE1 SNAI2 STON1 TGFB3 TGFBR1 TREM2 GOBP_CELL_JUNCTION_MAINTENANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_JUNCTION_MAINTENANCE ADGRB3 APPL1 ARF6 BSN C1QL1 CAMSAP3 CBLN1 CBLN2 CBLN3 CD177 CHCHD10 CLDN1 CLDN3 CNTNAP1 CSF1R CTBP2 DCTN1 DLG1 ERC1 ERC2 F2R F2RL1 FERMT2 INAVA ITGB3 KIFC3 KIRREL1 MTSS1 MYADM NLGN1 NLGN2 OPHN1 PARD6A PCLO PLEKHA7 PLXNA4 PRTN3 RAB3A RAPSN SDF4 SHANK1 SHANK2 SORT1 SYNGAP1 TJP1 WHRN GOBP_CELL_JUNCTION_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_JUNCTION_ORGANIZATION ABCC8 ABHD17A ABHD17B ABHD17C ABI2 ABI3 ABL1 ACE ACE2 ACHE ACTB ACTBL2 ACTG1 ACTL9 ACTN1 ACTN2 ACTN3 ACVRL1 ADAM10 ADD1 ADD2 ADGRB1 ADGRB3 ADGRF1 ADGRL1 ADGRL3 ADNP AFDN AFG3L2 AGRN AGT AJM1 AJUBA AKT1 ALS2 AMIGO1 AMIGO2 AMIGO3 ANAPC2 ANK2 ANK3 APBB2 APC APLNR APOD APOE APP APPL1 ARC ARF1 ARF4 ARF6 ARHGAP22 ARHGAP33 ARHGAP39 ARHGAP44 ARHGAP6 ARHGEF15 ARHGEF7 ARHGEF9 ARL2 ARMCX5-GPRASP2 ARVCF ASAP1 ASIC2 BAIAP2 BCAN BCL2 BCR BDNF BMP6 BSN C1QA C1QB C1QC C1QL1 C1QL2 C1QL3 C3 C5AR1 CACNA1S CACNB1 CACNB2 CACNB3 CACNB4 CACNG2 CAMK1 CAMK2B CAMKV CAMSAP3 CAP2 CAPRIN1 CAPRIN2 CAPZA1 CAST CAV1 CBLN1 CBLN2 CBLN3 CBLN4 CCM2 CD177 CD2AP CD9 CDC20 CDC42 CDH1 CDH10 CDH11 CDH12 CDH13 CDH15 CDH17 CDH18 CDH19 CDH2 CDH20 CDH22 CDH24 CDH26 CDH3 CDH4 CDH5 CDH6 CDH7 CDH8 CDH9 CDHR3 CDK5 CDK5R1 CDKL5 CFL1 CHCHD10 CHD4 CHMP2B CHRDL1 CHRNA1 CHRNA7 CHRNB1 CHRNB2 CLASP1 CLASP2 CLDN1 CLDN10 CLDN11 CLDN12 CLDN14 CLDN15 CLDN16 CLDN17 CLDN18 CLDN19 CLDN2 CLDN20 CLDN22 CLDN23 CLDN24 CLDN25 CLDN3 CLDN34 CLDN4 CLDN5 CLDN6 CLDN7 CLDN8 CLDN9 CLN3 CLSTN1 CLSTN2 CLSTN3 CNKSR2 CNTN2 CNTN5 CNTNAP1 CNTNAP2 COL16A1 COL17A1 COL4A1 COL4A5 COLQ CORO1C CORO2B CPNE6 CRB3 CRIPT CRK CRKL CSF1R CSK CTBP2 CTNNA1 CTNNA2 CTNNB1 CTNND1 CTNND2 CTTN CTTNBP2 CUX2 CX3CL1 CX3CR1 CXADR CYFIP1 DAB2IP DAG1 DAPK3 DBN1 DBNL DCTN1 DHX36 DIP2A DISC1 DKK1 DLC1 DLG1 DLG4 DLG5 DLGAP3 DMPK DMTN DNAJA3 DNER DNM3 DOCK10 DOK7 DRD1 DRD2 DRP2 DSCAM DSG1 DSG2 DSP DST DTNBP1 DUSP22 DUSP3 DVL1 ECT2 EEF2K EFNA1 EFNA5 EFNB2 EFNB3 EGLN1 EIF4G1 ELFN1 EPB41L3 EPB41L5 EPHA2 EPHA3 EPHA4 EPHA7 EPHB1 EPHB2 EPHB3 ERBB2 ERBB4 ERC1 ERC2 ESAM EXT1 EZR F11R F2R F2RL1 FAM107A FARP1 FBF1 FBXO45 FCGR2B FER FERMT2 FGF13 FILIP1 FLCN FLNA FLOT1 FLRT2 FLRT3 FMN1 FN1 FNTA FRMPD2 FRMPD4 FRRS1L FSCN1 FYN FZD1 FZD5 FZD9 GABRA1 GABRA2 GABRB2 GABRB3 GABRG2 GAP43 GDNF GHRL GHSR GJA1 GJA10 GJA4 GJA5 GJB1 GJB2 GJB6 GJC1 GJD3 GLRB GNPAT GPBAR1 GPC4 GPHN GPM6A GPM6B GPR158 GPRASP3 GREM1 GRHL1 GRHL2 GRIA1 GRID1 GRID2 GRIN2B GRIPAP1 GRM5 HAPLN4 HDAC6 HDAC7 HEG1 HIP1R HIPK1 HMCN2 HOMER1 HOPX HRG HSPA8 ICAM5 IGF1R IGSF21 IGSF9 IKBKB IL10 IL10RA IL17A IL1B IL1RAP IL1RAPL1 IL1RAPL2 ILDR1 INA INAVA INS INSR IQSEC1 IRX3 ITGA2 ITGA3 ITGA5 ITGA6 ITGAM ITGB1 ITGB1BP1 ITGB3 ITGB4 ITPKA JAM3 JUP KCNJ8 KDR KIF1A KIFC3 KIRREL1 KIRREL3 KLK8 KY L1CAM LAMA3 LAMA5 LAMB2 LAMC1 LAMTOR2 LARGE1 LDB1 LGI2 LGMN LHFPL4 LILRB2 LIM2 LIMCH1 LIMS1 LIMS2 LINGO2 LINGO4 LMX1A LRFN2 LRFN3 LRFN4 LRFN5 LRP4 LRP8 LRRC24 LRRC4 LRRC4B LRRC4C LRRK2 LRRN1 LRRN3 LRRTM1 LRRTM2 LRRTM3 LRTM2 LSR LZTS1 LZTS3 MACF1 MAP1B MAP4K4 MAPK14 MAPRE2 MAPT MARVELD2 MARVELD3 MDGA1 MECP2 MEF2C MESD MICALL2 MIR105-1 MIR142 MIR30B MIR431 MMP14 MPDZ MPP7 MTMR2 MTSS1 MUSK MYADM MYCBP2 MYO1C MYO9A MYOC MYOT NECTIN1 NEDD4 NEDD9 NEFH NEFL NEGR1 NEURL1 NEUROD2 NF1 NF2 NFATC4 NFIA NGEF NLGN1 NLGN2 NLGN3 NLGN4X NLGN4Y NOS1AP NPAS4 NPHP1 NPHP4 NPHS1 NPTN NPTX1 NR1H4 NRCAM NRG3 NRP1 NRP2 NRXN1 NRXN2 NTN1 NTNG1 NTNG2 NTRK1 NTRK2 NUMB NUMBL OCEL1 OCLN OGT OPHN1 OXTR P2RX2 PAFAH1B1 PAK2 PAK3 PALM PARD3 PARD6A PARD6B PATJ PCDH17 PCDH8 PCDHB10 PCDHB11 PCDHB13 PCDHB14 PCDHB16 PCDHB2 PCDHB3 PCDHB4 PCDHB5 PCDHB6 PCDHB9 PCDHGC3 PCDHGC4 PCDHGC5 PCLO PDCD6IP PDLIM5 PDZRN3 PEAK1 PECAM1 PERP PFN1 PFN2 PHLDB2 PICK1 PIK3R1 PIN1 PIP5K1A PIP5K1C PKHD1 PKN2 PKP1 PKP2 PKP3 PKP4 PLEC PLEKHA7 PLXNA4 PLXNB1 PLXNB2 PLXNC1 PLXND1 POF1B POLDIP2 POTEE POTEF POTEI POTEJ POTEKP POU4F1 PPFIA1 PPFIA2 PPFIA3 PPFIA4 PPFIBP1 PPFIBP2 PPM1F PRICKLE1 PRKACA PRKCA PRKCH PRKCI PRNP PRRT1 PRTN3 PSEN1 PTEN PTK2 PTK2B PTK7 PTPN13 PTPN23 PTPRA PTPRD PTPRF PTPRJ PTPRK PTPRO PTPRS PTPRT RAB13 RAB17 RAB29 RAB39B RAB3A RAB8B RAC1 RAC3 RAMP2 RAP1A RAP1B RAP2A RAPGEF1 RAPGEF2 RAPSN RCC2 RDX RELN RER1 REST RHOA RHOB RHOC RHOD ROBO2 ROCK1 ROCK2 ROR2 RPS6KA5 RYK S100A10 SDC4 SDCBP SDF4 SDK1 SDK2 SEMA3E SEMA3F SEMA4A SEMA4D SEPTIN11 SETD5 SEZ6 SEZ6L SEZ6L2 SFRP1 SH3BP1 SHANK1 SHANK2 SHANK3 SHISA6 SHISA7 SIPA1L1 SIX1 SIX4 SLC18A3 SLC1A1 SLC25A46 SLC39A9 SLC6A1 SLC7A11 SLC8A2 SLC8A3 SLC9A1 SLIT1 SLITRK1 SLITRK2 SLITRK3 SLITRK4 SLITRK5 SLITRK6 SLK SMAD3 SMAD7 SNAI1 SNAI2 SNAP25 SNAPIN SNCA SNCB SNCG SNTA1 SORBS1 SORT1 SPARCL1 SPG11 SPOCK2 SPTB SPTBN2 SPTBN4 SRC SRCIN1 SRF SRGAP2 SRGAP2C SRGN SRPX2 SSH1 ST8SIA2 STAU1 STAU2 STK38 STK38L STON1 STRN SVEP1 SYBU SYN1 SYNDIG1 SYNGAP1 SYNPO TANC1 TANC2 TAOK2 TBCD TBX5 TEK TESK2 TGFB1 TGFB2 TGFB3 TGFBR1 THBS1 THBS2 THSD1 THY1 TIAM1 TJP1 TJP2 TJP3 TLN1 TLN2 TLR2 TMEM108 TMIGD1 TNC TNF TNR TPBG TREM2 TRIP6 TRPV4 TSC1 TUBA1A TUBB UGT8 UNC13A UNC13B UNC13C VCL VCP VEGFA VHL VMP1 VPS35 VSTM5 WASF1 WASF2 WASF3 WASL WDPCP WDR1 WHAMM WHRN WNT11 WNT3A WNT4 WNT5A WNT7A WNT7B XIRP2 YWHAZ ZC4H2 ZDHHC12 ZDHHC15 ZDHHC2 ZMYND8 ZNF365 ZNF703 ZNF804A GOBP_CELL_KILLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_KILLING AGER AP1G1 APOL1 ARG1 ARL8B ARRB2 ATN1 AZU1 B2M BCL2L1 C3 C5 C6 C7 C8A C8B C8G C9 CADM1 CAMP CCL13 CD160 CD1A CD1B CD1C CD1D CD1E CD2 CD226 CD55 CD59 CD5L CEACAM1 CEBPG CFH CFHR1 CFHR2 CFHR5 CHGA CLEC12B CLEC2A CLEC7A CORO1A CR1 CR1L CRK CRTAM CST11 CTSC CTSG CTSH CX3CR1 CXCL6 CYRIB DCD DEFA1 DEFA1B DEFA3 DEFA4 DEFA5 DEFA6 DEFB103A DEFB103B DEFB118 DEFB128 DEFB132 DEFB136 DEFB4A DNASE1 DNASE1L3 EBAG9 ELANE EMP2 F2 F2RL1 FADD FCER2 FCGR1A FCGR2B FCGR3A GAPDH GBP1 GBP2 GBP3 GBP5 GBP7 GFER GNLY GSDMB GZMA GZMB GZMH GZMM H2BC11 H2BC12 HAMP HAVCR2 HFE HLA-A HLA-B HLA-C HLA-DRA HLA-DRB1 HLA-E HLA-F HLA-G HLA-H HMGN2 HPRT1 HRG HTN1 HTN3 ICAM1 IFNG IGHG1 IL10 IL11 IL12A IL12B IL12RB1 IL13 IL18 IL18RAP IL21 IL23A IL23R IL4 IL7R ITGAM KIF5B KIR2DL4 KIR3DL1 KLRB1 KLRC1 KLRC2 KLRC3 KLRC4 KLRC4-KLRK1 KLRD1 KLRF2 KLRK1 KRT6A LAG3 LAMP1 LCE3A LCE3B LCE3C LEP LGALS9 LILRB1 LTF LYST LYZ LYZL6 MAPK8 MBL2 MICA MICB MR1 MUC7 MYD88 NCKAP1L NCR1 NCR3 NECTIN2 NINJ1 NKG7 NLRP6 NOS2 P2RX7 PF4 PGLYRP1 PGLYRP3 PGLYRP4 PIK3R6 PLA2G2A PLEKHM2 PPP3CB PRDX1 PRF1 PTPN6 PTPRC PVR RAB27A RAET1E RAET1G RAET1L RASGRP1 RIPK3 RNASE7 RNF19B ROMO1 RPL30 RPS19 S100A12 SCNN1B SEMG1 SERPINB4 SERPINB9 SH2D1A SLAMF6 SLAMF7 SLC22A13 SPI1 STAP1 STAT5B STX7 STXBP2 SYK TAP2 TGFB1 TGFB2 TREM1 TUBB TUBB4B TUSC2 TYROBP ULBP1 ULBP2 ULBP3 UNC13D VAMP2 VAMP7 VAV1 XCL1 GOBP_CELL_MATRIX_ADHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_MATRIX_ADHESION ABL1 ACER2 ACTG1 ACTN1 ACTN2 ACTN3 ACVRL1 ADAM15 ADAM9 ADAMTS12 ADAMTS13 ADAMTS9 AJAP1 AJUBA ANGPTL3 APOD ARHGAP6 ARHGEF7 BCAM BCL2 BCL2L11 BCL6 BCR BST1 CAMSAP3 CASK CCL21 CCL25 CCL28 CCN2 CCR7 CD34 CD36 CD3E CD44 CD63 CD96 CDH11 CDH13 CDK5 CDK6 CDKN2A CEACAM6 CIB1 CLASP1 CLASP2 COL13A1 COL16A1 COL17A1 COL3A1 COL5A3 CORO1C CORO2B CSF1 CTNNB1 CTTN CX3CL1 DAG1 DAPK3 DDR1 DEFB118 DISC1 DLC1 DMTN DUSP22 DUSP3 ECM2 EDA EFEMP2 EFNA5 EMILIN1 EMP2 EPB41L5 EPDR1 EPHA1 EPHA3 FAM107A FBLN5 FERMT1 FERMT2 FERMT3 FGA FGB FGG FGL1 FMN1 FN1 FREM1 FUT1 GFUS GPM6B GREM1 GSK3B HOXA7 HOXD3 HPSE HRG ILK ITGA1 ITGA10 ITGA11 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA6 ITGA7 ITGA8 ITGA9 ITGAD ITGAE ITGAL ITGAM ITGAV ITGAX ITGB1 ITGB1BP1 ITGB2 ITGB3 ITGB4 ITGB5 ITGB6 ITGB7 ITGB8 ITGBL1 JAG1 JAM3 JUP KDR L1CAM LDB1 LIMCH1 LIMS1 LYPD3 LYVE1 MACF1 MADCAM1 MAP4K4 MINK1 MIR192 MIR29C MIR92A1 MIR939 MKLN1 MMP12 MMP14 MSLN MSLNL MUC4 MYF5 MYOC NEXMIF NF1 NF2 NID1 NID2 NPNT NRP1 ONECUT1 ONECUT2 OTOA PARVG PEAK1 PHLDB2 PIK3CB PIK3R1 PIP5K1A PKD1 PKHD1 PLAU PLEKHA2 PLET1 POLDIP2 POSTN PPFIA1 PPFIA2 PPM1F PRKCZ PTEN PTK2 PTK2B PTPRA PTPRJ PTPRK RAC1 RASA1 RCC2 RHOA RHOD RIN2 ROCK1 ROCK2 RRAS S100A10 SDC4 SEMA3E SERPINE1 SFRP1 SGCE SIGLEC1 SKAP1 SLC9A1 SLK SMAD3 SNED1 SORBS1 SRC SRF STON1 STRC STRCP1 TAOK2 TECTA TEK TESK2 THBS1 THBS3 THSD1 THY1 TIAM1 TIMM10B TLN1 TMEM8B TNN TNXB TRIP6 TRPM7 TSC1 UTRN VCAM1 VCL VEGFA VTN VWA2 WDPCP WHAMM WNT4 ZYX GOBP_CELL_MATURATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_MATURATION ABHD2 ACTL6B ADGRB3 AGRN AKR1B1 ANG ANGPTL8 ANKS1A APP ASCL1 AURKA AXL B4GALT5 B4GALT6 BAP1 BCL11A BCL2 BFSP1 BFSP2 BHLHA15 BNC1 BRCA2 BRD1 BSPH1 BTK C1QA C1QL1 C2CD6 C3 CABYR CATSPER2 CATSPER3 CATSPER4 CATSPERD CATSPERE CATSPERZ CBFB CCL19 CCL21 CCR6 CDC25B CDKN1A CDKN1C CEBPA CFTR CLEC7A CLN5 CNTN2 CNTNAP2 CTNNB1 CX3CL1 DEFB1 DLD DMC1 EDN1 EDNRA EDNRB EFCAB9 ELSPBP1 EPAS1 EPB42 EPHA8 EPO ERCC2 EREG FAM20C FAM210B FARP2 FBXO5 FEM1B FEV FGG FLVCR1 FOXA1 FOXJ1 FUT6 FZD5 G6PD GATA2 GATA3 GBA1 GDF11 GHRHR GLDN GPAT4 H3-3A H3-3B HEATR3 HES1 HES5 HIF1A HOXA5 HOXB13 IHH IL15 IL21 INSL3 IQCF1 KCNB1 KCNE1 KCNIP2 KCNQ3 KDM1A KDR KIF14 KLF2 L3MBTL3 LGI4 LHX6 LRRK2 MAEA MAP3K13 MECP2 MTCH1 MYOC NKX6-1 NPPC NPR2 NR4A2 NRCAM NTN4 OOSP2 PAEP PCSK4 PDE3A PGR PICK1 PLA2G10 PLA2G3 PLD6 PPARG PPP2R1A PRKACA PTBP3 PTH1R PTK2B RAC3 RB1 REC8 REN RET RFX3 RHEX RND1 ROPN1 ROPN1B ROPN1L RPS6KA2 RUNX2 RXFP2 SCARF1 SCLT1 SEMG1 SEMG2 SHB SIRT2 SIX3 SLC22A14 SLC26A3 SLC26A6 SLFN14 SOX10 SOX18 SOX8 SPINK1 SPTBN4 SRRM4 TAL1 TBX6 TCP11 TCP11X1 TDRD1 TDRD5 TDRD6 TDRD7 TDRKH TFCP2L1 TMEM79 TMIGD1 TRIM58 TRIP13 TUBB8 TUSC2 TUT4 TUT7 TYMS VEGFA VSX1 WASHC5 WDR77 WEE2 YTHDF2 ZAR1 ZAR1L ZBTB7A GOBP_CELL_MIGRATION_INVOLVED_IN_GASTRULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_MIGRATION_INVOLVED_IN_GASTRULATION AMOT APELA CER1 CRB2 EPB41L5 FGF8 GPC3 LRP5 MEGF8 MIXL1 NODAL RIC8A SOX17 WNT11 WNT5A GOBP_CELL_MIGRATION_INVOLVED_IN_HEART_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_MIGRATION_INVOLVED_IN_HEART_DEVELOPMENT BMP4 BMP7 BVES CDC42 DCHS1 EDN1 EDNRA ENG FLRT3 FOLR1 HAND2 MESP1 MIR1-1 NDRG4 NOTCH1 PDGFRB PITX2 SEMA3C SNAI2 TBX5 TWIST1 GOBP_CELL_MIGRATION_INVOLVED_IN_KIDNEY_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_MIGRATION_INVOLVED_IN_KIDNEY_DEVELOPMENT ADIPOQ GDF6 PDGFA PDGFB PDGFRB VANGL2 GOBP_CELL_MIGRATION_INVOLVED_IN_METANEPHROS_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_MIGRATION_INVOLVED_IN_METANEPHROS_DEVELOPMENT ADIPOQ GDF6 PDGFA PDGFB PDGFRB GOBP_CELL_MIGRATION_INVOLVED_IN_SPROUTING_ANGIOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_MIGRATION_INVOLVED_IN_SPROUTING_ANGIOGENESIS ABL1 ADTRP AKT1 AKT3 ANXA1 CARD10 CIB1 CLEC14A DLL4 EFNB2 EGR3 EPHB4 FBXW7 FGF2 FGFBP1 FOXC2 GATA2 GPLD1 GREM1 HDAC5 HDAC7 HDAC9 HMOX1 ITGB1 ITGB1BP1 JCAD KDR KLF4 MAP2K5 MAP3K3 MEOX2 MIA3 MIR101-1 MIR10A MIR10B MIR126 MIR132 MIR146A MIR149 MIR150 MIR15A MIR16-1 MIR188 MIR193A MIR196A1 MIR199A1 MIR19B1 MIR200C MIR205 MIR206 MIR20A MIR22 MIR221 MIR2355 MIR23A MIR26A1 MIR27A MIR27B MIR296 MIR29C MIR31 MIR320A MIR329-1 MIR361 MIR410 MIR424 MIR483 MIR487B MIR494 MIR495 MIR497 MIR503 MIR885 MIRLET7F1 MMRN2 NOTCH1 NR2E1 NR4A1 NRP1 PDCD10 PIK3C2A PIK3R3 PLK2 PTGS2 RHOA RHOJ ROBO1 SLIT2 SPRED1 SRF SRPX2 STARD13 TBXA2R TDGF1 THBS1 VEGFA GOBP_CELL_MIGRATION_IN_HINDBRAIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_MIGRATION_IN_HINDBRAIN ARL13B ATP1B2 CEND1 CTNNA2 DAB1 EPHB1 EPHB2 FLNA ITGB1 LEF1 NHLH2 PHOX2B PLXNA2 POU4F1 RERE SEMA4C TTBK2 GOBP_CELL_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_MORPHOGENESIS ABI1 ABI2 ABI3 ABITRAM ABL1 ACTB ACTBL2 ACTG1 ACTL9 ACTN1 ADAM17 ADAM8 ADARB1 ADCY1 ADCY10 ADGRB1 ADGRB3 ADNP ADORA2A AFG3L2 AGO4 ALCAM ALDOA ALS2 AMIGO1 ANAPC2 ANK3 ANKRD24 ANKRD27 ANO1 ANOS1 ANXA1 AP3B1 APBB1 APLP1 APLP2 APOE APP AR ARAP1 ARC ARHGAP15 ARHGAP18 ARHGAP33 ARHGAP35 ARHGAP4 ARHGAP44 ARHGEF18 ARHGEF2 ARHGEF25 ARHGEF26 ARHGEF28 ARHGEF40 ARHGEF7 ARL13B ARMCX5-GPRASP2 ARPIN ARTN ARX ASXL1 ATF4 ATL1 ATOH1 ATOH7 ATP10A ATP7A ATP8A2 ATP9A AURKA AUTS2 B3GNT2 B4GALT5 B4GALT6 B4GAT1 BAIAP2 BAMBI BAP1 BARHL2 BBS1 BCL11A BCL11B BCL2 BCL6 BCL9L BDNF BIN3 BMP7 BMPR1B BMPR2 BOC BRAF BRSK1 BRSK2 BRWD1 BRWD3 BTBD3 BVES C12orf57 C15orf62 C1GALT1C1 C9orf72 CABP4 CACNG7 CAMK2B CAMSAP1 CAP1 CAP2 CAPRIN1 CAPRIN2 CAPZB CASP3 CASP9 CCDC88C CCK CCKAR CCL11 CCL13 CCL2 CCL24 CCL3 CCL7 CD44 CDC42 CDC42EP1 CDC42EP2 CDC42EP3 CDC42EP4 CDC42EP5 CDC42SE1 CDC42SE2 CDH1 CDH10 CDH11 CDH12 CDH13 CDH15 CDH17 CDH18 CDH19 CDH2 CDH20 CDH22 CDH23 CDH24 CDH26 CDH3 CDH4 CDH5 CDH6 CDH7 CDH8 CDH9 CDHR1 CDHR3 CDK5 CDK5R1 CDK5R2 CDKL3 CDKL5 CELSR2 CERT1 CFAP410 CFAP418 CFDP1 CFL1 CHL1 CHN1 CHODL CHRNA3 CHRNA7 CHRNB2 CIB1 CLDN3 CLDN4 CLEC1B CLIC4 CLRN1 CLRN2 CLU CNP CNTN1 CNTN2 CNTN4 CNTN5 CNTN6 CNTNAP1 CNTNAP2 COBL COCH COL18A1 COL27A1 CORO1A CORO1B CORO1C CPNE1 CPNE5 CPNE6 CPNE9 CRABP2 CRB1 CREB1 CRK CRPPA CRYGB CSF1R CSPG5 CTNNA2 CTNNB1 CTNND2 CTTN CUL3 CUL7 CUX1 CUX2 CXCL12 CXCR4 CYFIP1 CYFIP2 DAB1 DAB2IP DACT2 DAG1 DAPK3 DBN1 DBNL DCC DCDC2 DCLK1 DDR1 DHX36 DIAPH1 DICER1 DIP2A DIP2B DISC1 DKK1 DLC1 DLG1 DLG4 DLX5 DMRT1 DMTN DNM2 DNM3 DNMBP DOCK10 DOCK7 DPYSL5 DRAXIN DRD2 DRGX DSCAM DSCAML1 DTNBP1 DVL1 DVL2 DVL3 ECE1 ECT2 EDN1 EDN2 EDN3 EDNRA EEF2K EFNA1 EFNA2 EFNA3 EFNA4 EFNA5 EFNB1 EFNB2 EFNB3 EGFR EGR2 EIF2AK4 EIF4G2 ELAVL4 EMB EMX1 ENAH ENPP2 EP300 EPB41L3 EPB41L5 EPB42 EPHA10 EPHA2 EPHA3 EPHA4 EPHA5 EPHA6 EPHA7 EPHA8 EPHB1 EPHB2 EPHB3 EPHB6 EPS8 ERBB2 ERMN ETV1 EVX1 EXT1 EZR F11R F2 FAM171A1 FARP1 FAT1 FAT3 FBLIM1 FBXO45 FBXW8 FERMT2 FES FEZ1 FEZ2 FEZF1 FEZF2 FGD1 FGD2 FGD3 FGD4 FGD5 FGD6 FGF13 FGF8 FGFR2 FGR FITM2 FLNA FLNB FLOT1 FLRT1 FLRT2 FLRT3 FMNL1 FMNL2 FMNL3 FN1 FOSL2 FOXB1 FOXD1 FOXG1 FRMD6 FRY FRYL FSTL4 FYN FZD3 FZD4 GAP43 GAS2 GAS7 GATA1 GATA3 GBX1 GBX2 GDF7 GDI1 GDNF GFRA3 GJE1 GLI2 GLI3 GNA12 GNA13 GNAT2 GOLGA4 GORASP1 GP1BA GPM6A GPRASP3 GREM1 GRHL2 GRIP1 GRXCR2 GSK3B HCK HDAC6 HECW1 HECW2 HEG1 HES1 HEXA HEXB HGF HMCN2 HOXA13 HOXA2 HPN HPRT1 HSP90AA1 HSP90AB1 IFRD1 IGF1R IGF2BP1 IGSF9 IHH IL1RAPL1 IL7R ILK IMPACT IQGAP1 ISL1 ISL2 ISLR2 IST1 ITGA1 ITGA4 ITGA7 ITGB1 ITGB2 ITGB6 ITPKA ITPR1 ITSN2 KALRN KANK1 KDR KEL KIAA0319 KIAA1755 KIDINS220 KIF13B KIF1A KIF20B KIF5A KIF5B KIF5C KIFBP KIRREL3 KIT KLF2 KLF7 KLHL10 KLK8 KNDC1 L1CAM LAMA2 LAMB2 LAMC3 LARP4 LATS1 LATS2 LEF1 LGI1 LGR6 LHFPL5 LHX1 LHX2 LHX3 LHX4 LHX9 LIF LIMD1 LIMK1 LIPA LLGL1 LLPH LMO4 LMX1A LPAR1 LPAR3 LRATD1 LRP2 LRP4 LRP8 LRRC4C LRRK2 LRTM1 LRTM2 LST1 LYPLA2 LZTS1 LZTS3 MACF1 MAEL MAG MAP1A MAP1B MAP1S MAP2 MAP2K1 MAP2K2 MAP3K13 MAP4K4 MAP6 MAPK14 MAPK8IP2 MAPT MARK2 MATN1 MCF2 MDK MECP2 MED1 MEF2A MEF2C MEGF8 MET METRN METTL3 MFSD2A MICOS10-NBL1 MINK1 MIR21 MKLN1 MNX1 MOV10 MPIG6B MPL MSN MSX1 MT3 MUL1 MYCBP2 MYH10 MYH14 MYH9 MYL12A MYL12B MYO10 MYO16 MYO7A MYO9A MYO9B MYOT MYPN NBEAL2 NBL1 NCAM1 NCKAP1 NCKAP1L NDEL1 NDN NDP NECTIN1 NEDD4 NEDD4L NEFH NEFL NEK3 NEO1 NES NEUROG3 NEXN NF2 NFASC NFATC4 NFIA NFIB NGEF NGF NGFR NHERF1 NIBAN2 NIN NKX2-1 NKX2-8 NKX6-1 NLGN1 NLGN3 NODAL NOG NOTCH1 NOTCH2 NOTCH3 NOVA2 NOX4 NPR2 NPTX1 NR2E1 NR4A2 NRCAM NRDC NRN1 NRN1L NRP1 NRP2 NRXN1 NRXN3 NSMF NTF3 NTF4 NTN1 NTN3 NTNG1 NTNG2 NTRK1 NTRK2 NUMB NUMBL NYAP1 NYAP2 OBSL1 OLFM1 OPHN1 OR10A4 OSTN OTX2 P2RX7 P2RY1 PACSIN1 PACSIN2 PAFAH1B1 PAK1 PAK2 PAK3 PAK6 PALLD PALM PALM2AKAP2 PALM3 PALMD PARD3 PARD6B PARP6 PARVA PARVB PAX2 PAX6 PCDHAC2 PDLIM5 PDPN PDZD7 PDZD8 PEAK3 PHACTR1 PHIP PHOX2B PICALM PKHD1 PLA2G10 PLAA PLEC PLEKHG4 PLEKHG4B PLEKHO1 PLOD3 PLPPR4 PLS1 PLXNA1 PLXNA2 PLXNA3 PLXNA4 PLXNB1 PLXNB2 PLXNB3 PLXNC1 PLXND1 POF1B POSTN POTEE POTEF POTEI POTEJ POTEKP POU3F2 POU4F1 POU4F2 POU4F3 PPFIA2 PPP3CA PPP3CB PQBP1 PRAG1 PRDM14 PRDM8 PREX2 PRICKLE1 PRKCQ PRKCZ PRKDC PRKG1 PRKN PROX1 PRPF40A PSEN1 PSMB10 PTCH1 PTEN PTK2 PTK2B PTK7 PTN PTPN11 PTPN6 PTPRD PTPRM PTPRO PTPRS PTPRZ1 RAB10 RAB21 RAB25 RAB3A RAB8A RAC1 RAC3 RAP2A RAPGEF2 RAPH1 RASA1 RASAL1 RB1 RDX RELN RERE RET RGMA RHOA RHOG RHOJ RHOQ RHOU RILPL1 RILPL2 RIMS1 RIMS2 RND2 RNF157 RNF165 RNF6 ROBO1 ROBO2 ROBO3 ROBO4 ROCK1 RPL24 RPS6KA5 RREB1 RTN4 RTN4R RUFY3 RYK S100A6 S100B SARM1 SART3 SCFD1 SCN11A SCN1B SCRIB SDC2 SEC24B SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SEPTIN7 SGK1 SH3D19 SH3GL2 SH3KBP1 SHANK1 SHANK3 SHH SHOX2 SHROOM1 SHROOM2 SHROOM3 SHROOM4 SHTN1 SIAH1 SIDT2 SIN3A SIPA1 SIPA1L1 SIPA1L3 SKIL SKOR2 SLC11A2 SLC1A3 SLC23A2 SLC25A46 SLC26A5 SLC39A12 SLC39A3 SLC9A6 SLIT1 SLIT2 SLIT3 SLITRK1 SLITRK2 SLITRK3 SLITRK4 SLITRK5 SLITRK6 SMAD4 SMO SMURF1 SNAP25 SNX1 SNX2 SOD1 SOS1 SOX17 SPAG6 SPAG9 SPARC SPART SPAST SPG11 SPI1 SPINT2 SPP1 SPRY3 SPTA1 SPTBN4 SRC SRCIN1 SRF SRGAP2 SS18 SS18L1 SSH1 SSNA1 ST14 ST8SIA2 STAU2 STC1 STK11 STK25 STK4 STMN1 STRADB STRC STRIP1 STRIP2 STXBP1 SULT4A1 SYNE1 SYNE3 SYNGAP1 SYT1 SYT14P1 SYT17 SYT2 SYT3 SYT4 SZT2 TAL1 TANC2 TAOK2 TAOK3 TBC1D20 TBC1D24 TBCCD1 TBCD TBCE TBR1 TCTN1 TECTA TFCP2L1 TGFB2 THY1 TIAM1 TIAM2 TLX2 TMEM106B TMEM108 TNIK TNMD TNN TNR TOP2B TPBG TPM1 TPRN TRAK1 TRIM46 TRIO TRIOBP TRPC5 TRPV2 TSC22D4 TSKU TTC8 TTL TUBA1A TUBB1 TUBB2B TUBB3 TUNAR TWF2 UBB UCHL1 UGT8 ULK1 ULK2 UNC13A UNC5A UNC5B UNC5C UNC5D UNC93B1 UNK UPK3A USP33 USP9X UST VASP VAX1 VAX2 VCL VDR VEGFA VHL VIL1 VLDLR VPS33A VPS54 VSIG1 WASF1 WASF2 WASF3 WASL WDPCP WDR1 WDR19 WDR47 WEE1 WHRN WNT3 WNT3A WNT5A WNT7A WNT7B WTIP XK YAP1 YTHDF1 YTHDF2 YWHAH ZDHHC15 ZDHHC17 ZFPM1 ZFYVE27 ZMPSTE24 ZMYM3 ZMYM4 ZMYM6 ZNF135 ZNF335 ZNF365 ZNF385A ZRANB1 GOBP_CELL_MORPHOGENESIS_INVOLVED_IN_NEURON_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_MORPHOGENESIS_INVOLVED_IN_NEURON_DIFFERENTIATION ABI1 ABI2 ABI3 ABITRAM ABL1 ACTB ACTBL2 ACTG1 ACTL9 ADAM17 ADARB1 ADCY1 ADCY10 ADGRB1 ADGRB3 ADNP AFG3L2 ALCAM AMIGO1 ANAPC2 ANK3 ANKRD24 ANKRD27 ANOS1 APBB1 APLP1 APLP2 APOE APP ARC ARHGAP33 ARHGAP35 ARHGAP4 ARHGAP44 ARHGEF25 ARHGEF28 ARHGEF40 ARMCX5-GPRASP2 ARTN ARX ATL1 ATOH1 ATOH7 ATP8A2 AUTS2 B3GNT2 B4GALT5 B4GALT6 B4GAT1 BAIAP2 BARHL2 BBS1 BCL11B BCL2 BDNF BMP7 BMPR1B BMPR2 BOC BRAF BRSK1 BRSK2 BTBD3 C12orf57 C9orf72 CABP4 CAMK2B CAPRIN1 CAPRIN2 CCK CCKAR CDC42 CDH1 CDH11 CDH2 CDH23 CDH4 CDHR1 CDK5 CDK5R1 CDK5R2 CDKL3 CDKL5 CELSR2 CFAP418 CFL1 CHL1 CHN1 CHODL CHRNA3 CHRNA7 CHRNB2 CLRN1 CLRN2 CNP CNTN1 CNTN2 CNTN4 CNTN5 CNTN6 CNTNAP1 COBL CRABP2 CREB1 CRPPA CSF1R CTNNA2 CTNND2 CTTN CUL7 CUX1 CUX2 CXCL12 CYFIP1 CYFIP2 DAB1 DAG1 DBN1 DCC DCDC2 DCLK1 DHX36 DIP2A DIP2B DISC1 DLG4 DLX5 DNM2 DNM3 DOCK10 DOCK7 DPYSL5 DRAXIN DRD2 DRGX DSCAM DSCAML1 DTNBP1 DVL1 ECE1 EDN1 EDN2 EDN3 EDNRA EEF2K EFNA1 EFNA2 EFNA3 EFNA4 EFNA5 EFNB1 EFNB2 EFNB3 EGR2 EIF4G2 ELAVL4 EMB ENAH EPHA10 EPHA3 EPHA4 EPHA5 EPHA6 EPHA7 EPHA8 EPHB1 EPHB2 EPHB3 EPHB6 ERBB2 ETV1 EVX1 EXT1 FARP1 FBXO45 FBXW8 FEZ1 FEZ2 FEZF1 FEZF2 FGF13 FGF8 FGFR2 FLOT1 FLRT2 FLRT3 FN1 FOXB1 FOXD1 FOXG1 FSTL4 FYN FZD3 FZD4 GAP43 GATA3 GBX1 GBX2 GDF7 GDI1 GDNF GFRA3 GLI2 GLI3 GOLGA4 GORASP1 GPRASP3 GRXCR2 GSK3B HDAC6 HECW1 HECW2 HES1 HEXA HMCN2 HOXA2 HPRT1 HSP90AA1 HSP90AB1 IFRD1 IGF1R IGF2BP1 IGSF9 IL1RAPL1 ISL1 ISL2 ISLR2 IST1 ITGA4 ITGB1 ITPKA KALRN KEL KIAA0319 KIAA1755 KIDINS220 KIF13B KIF1A KIF5A KIF5B KIF5C KIFBP KLF7 KNDC1 L1CAM LAMA2 LAMB2 LGI1 LGR6 LHFPL5 LHX1 LHX2 LHX3 LHX4 LHX9 LIMK1 LLGL1 LMO4 LMX1A LPAR3 LRP4 LRP8 LRRC4C LRRK2 LRTM1 LRTM2 LYPLA2 LZTS1 LZTS3 MACF1 MAG MAP1A MAP1B MAP1S MAP2 MAP2K1 MAP2K2 MAP3K13 MAP6 MAPK8IP2 MAPT MARK2 MCF2 MEF2A MEF2C MEGF8 METRN MFSD2A MINK1 MT3 MYCBP2 MYO7A MYOT MYPN NCAM1 NDEL1 NDN NDP NECTIN1 NEDD4 NEDD4L NEFH NEFL NEO1 NEUROG3 NEXN NFASC NFATC4 NFIB NGEF NGF NGFR NHERF1 NIBAN2 NIN NKX2-1 NKX2-8 NKX6-1 NLGN1 NLGN3 NOG NOTCH1 NOTCH2 NOTCH3 NOVA2 NPR2 NPTX1 NR2E1 NR4A2 NRCAM NRDC NRP1 NRP2 NRXN1 NRXN3 NSMF NTN1 NTN3 NTNG1 NTNG2 NTRK1 NTRK2 NUMB NUMBL OBSL1 OLFM1 OPHN1 OR10A4 OTX2 PAFAH1B1 PAK1 PAK2 PAK3 PALLD PARD3 PARD6B PARP6 PAX2 PAX6 PCDHAC2 PDLIM5 PDZD7 PHACTR1 PHOX2B PICALM PLA2G10 PLEKHG4 PLEKHG4B PLPPR4 PLS1 PLXNA1 PLXNA2 PLXNA3 PLXNA4 PLXNB1 PLXNB2 PLXNB3 PLXNC1 PLXND1 POTEE POTEF POTEI POTEJ POTEKP POU3F2 POU4F1 POU4F2 POU4F3 PPFIA2 PPP3CA PPP3CB PQBP1 PRDM8 PREX2 PRICKLE1 PRKCQ PRKG1 PSEN1 PTCH1 PTEN PTK2 PTK7 PTN PTPN11 PTPRD PTPRM PTPRO PTPRS PTPRZ1 RAB10 RAB21 RAB3A RAB8A RAC1 RAC3 RAP2A RAPGEF2 RAPH1 RB1 RELN RERE RET RGMA RND2 RNF165 RNF6 ROBO1 ROBO2 ROBO3 ROBO4 RPL24 RPS6KA5 RTN4 RTN4R RUFY3 RYK S100A6 S100B SARM1 SCN11A SCN1B SCRIB SDC2 SEC24B SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SHANK1 SHANK3 SHH SHOX2 SHTN1 SIAH1 SIN3A SIPA1L1 SKIL SKOR2 SLC11A2 SLC1A3 SLC25A46 SLC9A6 SLIT1 SLIT2 SLIT3 SLITRK1 SLITRK2 SLITRK3 SLITRK4 SLITRK5 SLITRK6 SMAD4 SMO SMURF1 SNAP25 SOD1 SOS1 SPART SPAST SPG11 SPP1 SPTBN4 SRCIN1 SRF SS18L1 SSNA1 STAU2 STK11 STK25 STMN1 STRC STXBP1 SULT4A1 SYNE1 SYNGAP1 SZT2 TANC2 TAOK2 TBC1D24 TBCD TBCE TBR1 TCTN1 TECTA THY1 TIAM1 TIAM2 TLX2 TMEM106B TNIK TNN TNR TOP2B TPBG TPRN TRAK1 TRIM46 TRIO TRIOBP TRPC5 TRPV2 TSKU TTC8 TTL TUBB2B TUBB3 TWF2 UCHL1 ULK1 ULK2 UNC5A UNC5B UNC5C UNC5D UNK USP33 USP9X UST VASP VAX1 VAX2 VCL VEGFA VLDLR WASL WDPCP WDR47 WHRN WNT3 WNT3A WNT5A WNT7A XK YTHDF1 YWHAH ZDHHC15 ZDHHC17 ZFYVE27 ZNF365 GOBP_CELL_MOTILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_MOTILITY AAMP ABCC1 ABCC8 ABHD2 ABHD6 ABI2 ABI3 ABL1 ABL2 ACAP3 ACE ACKR2 ACKR3 ACKR4 ACTA2 ACTB ACTBL2 ACTG1 ACTL9 ACTN4 ACTR3 ACVR1 ACVR1B ACVR1C ACVRL1 ADA ADAM10 ADAM15 ADAM17 ADAM8 ADAM9 ADAMTS1 ADAMTS12 ADAMTS9 ADARB1 ADCY3 ADD2 ADGRA2 ADGRB1 ADGRE2 ADGRG1 ADGRG3 ADGRL3 ADIPOQ ADIPOR1 ADORA1 ADORA3 ADRA2A ADTRP AFDN AGER AGO2 AGT AGTR1 AGTR2 AIF1 AIMP1 AIRE AJUBA AKAP12 AKAP4 AKIRIN1 AKT1 AKT2 AKT3 ALKBH1 ALOX15B ALOX5 AMOT AMOTL1 AMOTL2 ANG ANGPT1 ANGPT2 ANGPT4 ANGPTL3 ANKS1A ANLN ANO6 ANXA1 ANXA3 ANXA6 AP1AR APC APC2 APCDD1 APELA APOA1 APOB APOD APOE APOH APP APPL1 APPL2 AQP1 ARC ARF4 ARF6 ARHGAP18 ARHGAP24 ARHGAP35 ARHGAP4 ARHGAP5 ARHGDIB ARHGEF16 ARHGEF2 ARHGEF39 ARHGEF5 ARHGEF7 ARID2 ARID4A ARID4B ARID5B ARL13B ARMC12 ARMC2 ARPC2 ARPC3 ARPC5 ARPC5L ARPIN ARRB2 ARSB ARTN ARX ASAP3 ASB2 ASCL1 ASCL2 ASH1L ASPM ASTN1 ASTN2 ATM ATN1 ATOH1 ATOH8 ATP1A4 ATP1B2 ATP2B4 ATP5F1A ATP5F1B ATP7A ATP8A1 AUTS2 AVL9 AXL AZU1 B4GALT1 BAG4 BAMBI BARHL1 BARHL2 BAX BBS1 BBS2 BBS4 BCAR1 BCAS3 BCL11B BCL2 BCL6 BCR BDKRB1 BEX4 BIN2 BIN3 BMERB1 BMP10 BMP2 BMP4 BMP5 BMP7 BMPER BMPR1A BMPR2 BRAF BRAT1 BRK1 BRMS1 BRMS1L BSG BST1 BST2 BTG1 BVES C1QBP C1QTNF8 C2CD6 C3AR1 C5 C5AR1 C5AR2 C8orf44-SGK3 CABS1 CADM4 CALCA CALR CAMK1D CAMK2A CAMK2B CAMSAP3 CAP1 CAPN7 CARD10 CARMIL1 CARMIL2 CARMIL3 CASS4 CATSPER1 CATSPER2 CATSPER3 CATSPER4 CATSPERD CATSPERE CATSPERZ CAV1 CAVIN1 CBLL1 CCAR1 CCBE1 CCDC125 CCDC141 CCDC25 CCDC38 CCDC39 CCDC40 CCDC65 CCDC88A CCK CCKAR CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL27 CCL28 CCL3 CCL3L1 CCL3L3 CCL4 CCL5 CCL7 CCL8 CCN1 CCN2 CCN3 CCN4 CCR1 CCR10 CCR2 CCR3 CCR4 CCR5 CCR6 CCR7 CCR8 CCR9 CCRL2 CD151 CD177 CD200 CD200R1 CD24 CD248 CD274 CD2AP CD300A CD300H CD34 CD40 CD44 CD47 CD63 CD74 CD81 CD9 CD99 CD99L2 CDC42 CDC42BPA CDC42BPB CDH1 CDH11 CDH13 CDH2 CDH5 CDK1 CDK5 CDK5R1 CDK5R2 CDK6 CDKL5 CDKN1B CDKN2B-AS1 CEACAM1 CEACAM6 CELF3 CELSR1 CELSR2 CEMIP CEND1 CENPV CEP131 CEP43 CEP85L CER1 CERS2 CFAP157 CFAP20 CFAP206 CFAP221 CFAP251 CFAP43 CFAP44 CFAP45 CFAP46 CFAP47 CFAP52 CFAP54 CFAP58 CFAP65 CFAP69 CFAP97D1 CGA CH25H CHGA CHL1 CHRD CHRNA7 CHST2 CHST4 CIB1 CITED2 CKLF CLASP1 CLASP2 CLDN1 CLDN19 CLDN3 CLDN4 CLDN5 CLDN7 CLEC14A CLEC7A CLIC4 CLN3 CLRN1 CLXN CMKLR1 CNN2 CNR2 CNTN2 COL1A1 COL3A1 COL5A1 CORO1A CORO1B CORO1C CORO6 CORO7 CORT CPNE3 CRB2 CREB3 CRK CRKL CRTAM CSF1 CSF1R CSF2 CSF3R CSNK2B CSPG4 CTNNA1 CTNNA2 CTNNA3 CTNNB1 CTSG CTSH CTTN CUL3 CX3CL1 CX3CR1 CXADR CXCL1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL14 CXCL16 CXCL17 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 CXCR1 CXCR2 CXCR3 CXCR4 CXCR5 CXCR6 CYGB CYP19A1 CYP1B1 CYP7B1 CYRIB DAAM2 DAB1 DAB2 DAB2IP DACH1 DAG1 DAPK2 DAPK3 DBH DCC DCDC2 DCHS1 DCLK1 DCN DCX DDIT3 DDIT4 DDR1 DDR2 DDRGK1 DDT DDX4 DEFA1 DEFA1B DEFB1 DEFB103A DEFB103B DEFB104A DEFB104B DEFB109B DEFB110 DEFB114 DEFB124 DEFB130A DEFB130B DEFB133 DEFB4A DEPDC1B DGKZ DISC1 DIXDC1 DLC1 DLG5 DLL4 DMRT1 DMTN DNAAF11 DNAAF2 DNAAF4 DNAAF6 DNAH1 DNAH10 DNAH11 DNAH14 DNAH17 DNAH2 DNAH3 DNAH5 DNAH6 DNAH7 DNAH8 DNAH9 DNAI1 DNAI3 DNAJA1 DNAJA4 DNER DNHD1 DNM1L DOCK1 DOCK10 DOCK2 DOCK4 DOCK5 DOCK7 DOCK8 DPCD DPEP1 DPP4 DPYSL3 DRC1 DRC7 DRD1 DRD2 DRGX DST DUOX1 DUOX2 DUOXA2 DUSP1 DUSP10 DUSP22 DUSP3 DYNC2H1 DZIP1 ECM1 EDN1 EDN2 EDN3 EDNRA EDNRB EFCAB9 EFHC1 EFNA1 EFNB1 EFNB2 EFS EGF EGFR EGR3 ELANE ELMO1 ELMO2 ELMO3 ELP3 ELP5 ELP6 EMC10 EMILIN1 EMILIN2 EMP2 EMX2 ENAH ENG ENKUR ENO4 ENPEP ENPP2 EOMES EPB41L4B EPB41L5 EPHA1 EPHA2 EPHA3 EPHA4 EPHA8 EPHB1 EPHB2 EPHB3 EPHB4 EPPIN EPPK1 EPS8 EPX ERBB4 ETS1 EVL EVX1 EXT1 F10 F11R F2R F2RL1 F3 F7 FADD FAM107A FAM110C FAM83D FAM83H FAM89B FAP FAT1 FAT2 FAT3 FBLN1 FBXO45 FBXO5 FBXW7 FCER1G FER FERMT1 FERMT2 FERMT3 FES FEZF1 FEZF2 FFAR2 FGF1 FGF10 FGF13 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFBP1 FGFR1 FGFR4 FGR FLCN FLNA FLRT2 FLRT3 FLT1 FLT4 FMN2 FMNL1 FMNL2 FMNL3 FN1 FOLR1 FOLR2 FOXB1 FOXC1 FOXC2 FOXE1 FOXF1 FOXG1 FOXJ1 FOXN1 FOXO3 FOXO4 FOXP1 FPR2 FRMD5 FSCN1 FSCN2 FSCN3 FSHB FSIP2 FSTL1 FUT1 FUT10 FUT3 FUT4 FUT7 FUT8 FUT9 FUZ FYN FZD3 FZD4 GAB1 GADD45A GAPDHS GARIN2 GAS2L2 GAS6 GAS8 GATA2 GATA3 GBA1 GBF1 GBX2 GCNT1 GCNT2 GCSAM GCSAML GDF2 GDF6 GDNF GFRA1 GFRA3 GFUS GIPC1 GJA1 GK2 GLI3 GLIPR2 GLUL GNA12 GNA13 GNAI2 GNRH1 GOLPH3 GP1BA GP2 GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 GPER1 GPI GPLD1 GPM6A GPNMB GPR15 GPR15LG GPR173 GPR18 GPR183 GPSM3 GPX1 GRAPL GRB10 GRB7 GREM1 GRN GSK3A GSX2 GTPBP4 H2BC1 HACE1 HAND2 HAS1 HAS2 HBEGF HCK HDAC1 HDAC2 HDAC5 HDAC6 HDAC7 HDAC9 HES1 HEXB HGF HIF1A HMGB1 HMGB2 HMOX1 HOATZ HOXA5 HOXA7 HOXB9 HRAS HRG HSD3B7 HSP90AA1 HSPA5 HSPB1 HTR2B HTR6 HYAL1 HYAL2 ICAM1 ID1 IER2 IFITM1 IFNG IFT81 IGF1 IGF1R IGFBP3 IGFBP5 IGFBP6 IGSF10 IGSF8 IL10 IL12A IL12B IL16 IL17A IL17RA IL17RC IL1A IL1B IL1R1 IL23A IL24 IL27RA IL33 IL34 IL4 IL6 IL6R ILK ING1 ING2 INPP5B INPP5F INS INSL3 INSM1 INSR INTS13 IQCF1 IQCG IQGAP1 IQSEC1 IRAK4 IRS2 ISL1 ITGA1 ITGA11 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA6 ITGA7 ITGA9 ITGAL ITGAV ITGAX ITGB1 ITGB1BP1 ITGB2 ITGB3 ITGB4 ITGB5 ITGB6 ITGB7 ITGB8 ITGBL1 JAG1 JAGN1 JAK2 JAM2 JAM3 JAML JCAD JMY JUP KANK1 KANK2 KCTD13 KDR KIAA0319 KIAA0319L KIF14 KIF20B KIF26A KIF2A KIF9 KIRREL3 KIT KITLG KLC3 KLF4 KLRC4-KLRK1 KLRK1 KNSTRN KRIT1 KRT16 KRT2 KRT5 L1CAM LAMA1 LAMA2 LAMA3 LAMA4 LAMA5 LAMB1 LAMC1 LAMC2 LAMTOR2 LARGE1 LBP LCK LCP1 LDB1 LDB2 LDHC LDLRAD4 LEF1 LEP LGALS3 LGALS8 LGALS9 LGMN LGR6 LHX1 LHX6 LIMA1 LIMCH1 LIMD1 LMNA LMO4 LOX LOXL2 LPAR1 LPXN LRATD1 LRCH1 LRG1 LRIG2 LRP1 LRP12 LRP5 LRP8 LRRC15 LRRK2 LTB4R2 LYN LYST LYVE1 LZTFL1 MACF1 MACIR MADCAM1 MAFIP MAGI2 MALAT1 MAP1B MAP2K1 MAP2K2 MAP2K3 MAP2K5 MAP3K3 MAP3K7 MAP4K4 MAPK1 MAPK14 MAPK15 MAPK3 MAPRE1 MAPRE2 MARK1 MARK2 MARVELD3 MAZ MBOAT7 MCAM MCC MCOLN2 MCTP1 MCU MDGA1 MDK MDM2 MEAK7 MECP2 MEF2C MEGF10 MEGF8 MEIG1 MEOX2 MERTK MESP1 MET MGAT3 MGAT5 MIA3 MICOS10-NBL1 MIEN1 MIF MIIP MINK1 MIR1-1 MIR101-1 MIR10A MIR10B MIR126 MIR128-1 MIR129-1 MIR1290 MIR1298 MIR130A MIR132 MIR133A1 MIR133B MIR135B MIR137 MIR138-1 MIR140 MIR143 MIR145 MIR146A MIR149 MIR150 MIR151A MIR152 MIR15A MIR15B MIR16-1 MIR181A2 MIR181B1 MIR181D MIR182 MIR185 MIR188 MIR1908 MIR193A MIR196A1 MIR199A1 MIR19B1 MIR200A MIR200B MIR200C MIR204 MIR205 MIR206 MIR208A MIR20A MIR21 MIR210 MIR212 MIR214 MIR218-1 MIR22 MIR221 MIR222 MIR223 MIR224 MIR2355 MIR23A MIR24-1 MIR26A1 MIR27A MIR27B MIR296 MIR29A MIR29B1 MIR29C MIR302C MIR30A MIR30C2 MIR31 MIR3173 MIR320A MIR329-1 MIR335 MIR338 MIR342 MIR34A MIR361 MIR362 MIR379 MIR410 MIR424 MIR448 MIR449A MIR451A MIR483 MIR487B MIR491 MIR492 MIR493 MIR494 MIR495 MIR497 MIR499A MIR503 MIR505 MIR518B MIR519D MIR520D MIR543 MIR551A MIR588 MIR590 MIR638 MIR640 MIR665 MIR711 MIR885 MIR892B MIR9-1 MIR92A1 MIR92B MIR93 MIR939 MIRLET7F1 MIRLET7G MISP MITF MIXL1 MKKS MMP12 MMP14 MMP2 MMP28 MMP7 MMP9 MMRN2 MNS1 MOSPD2 MPP1 MRTFA MSMP MSN MST1R MSTN MSX2 MTA2 MTOR MTUS1 MYADM MYD88 MYH9 MYLK MYO18A MYO1C MYO1G MYOC MYOCD MYSM1 NANOS1 NARS1 NAV1 NAV3 NBL1 NCK1 NCK2 NCKAP1 NCKAP1L NDE1 NDEL1 NDN NDNF NDRG4 NEDD9 NEO1 NET1 NEURL1 NEUROD4 NEXMIF NEXN NF1 NF2 NFATC2 NFE2L2 NGFR NHERF1 NHLH2 NINJ1 NIPBL NISCH NKD1 NKX2-1 NKX2-3 NKX6-1 NLRP12 NME8 NOD2 NODAL NOG NOS3 NOSTRIN NOTCH1 NOX1 NPHP4 NR2E1 NR2F2 NR4A1 NR4A2 NR4A3 NRCAM NRG3 NRP1 NRP2 NRTN NSMF NTF3 NTN1 NTN4 NTNG1 NTNG2 NTRK2 NTRK3 NUMB NUP85 NUS1 ODAD3 OGDH OGT OLIG3 ONECUT1 ONECUT2 OPHN1 OR51E2 OSBPL8 OSGIN1 OVOL2 OXSR1 P2RX4 P2RY1 P2RY12 P2RY6 PADI2 PAFAH1B1 PAK1 PAK4 PAK5 PALLD PARD6B PARP9 PARVA PATZ1 PAX6 PAXIP1 PBXIP1 PCM1 PDCD10 PDCD6 PDE4B PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PDILT PDLIM1 PDPK1 PDPN PEAK1 PECAM1 PEX13 PEX5 PEX7 PF4 PF4V1 PFN1 PFN2 PFN4 PGAM4 PGF PGK2 PHACTR1 PHACTR4 PHB2 PHLDA2 PHLDB2 PHOX2B PHPT1 PIK3C2A PIK3C2B PIK3C2G PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R3 PIKFYVE PIN1 PIP5K1A PIP5K1C PIP5KL1 PITX2 PKN1 PKN2 PKN3 PLA2G1B PLA2G3 PLA2G7 PLAA PLAT PLAU PLCB1 PLCG1 PLCG2 PLEC PLEKHG3 PLEKHG5 PLEKHO1 PLET1 PLG PLK2 PLP1 PLPP3 PLTP PLVAP PLXNA1 PLXNA2 PLXNA3 PLXNA4 PLXNB1 PLXNB2 PLXNB3 PLXNC1 PLXND1 PML PODN PODXL PODXL2 POMGNT2 POSTN POTEE POTEF POTEI POTEJ POTEKP POU3F2 POU3F3 POU4F1 PPARD PPARG PPBP PPIA PPIB PPM1F PPP1R9B PPP3CA PRAG1 PRCP PRDM14 PREX1 PRICKLE1 PRKCA PRKCD PRKCE PRKCI PRKCQ PRKCZ PRKD1 PRKD2 PRKG1 PRKX PRM3 PROP1 PROX1 PRPF40A PRR5L PRSS3 PRSS37 PRSS3P2 PRSS55 PRSS56 PRTN3 PSEN1 PSG2 PTAFR PTEN PTGER4 PTGS2 PTK2 PTK2B PTK6 PTK7 PTN PTP4A1 PTP4A3 PTPN11 PTPN23 PTPRB PTPRC PTPRF PTPRG PTPRJ PTPRK PTPRM PTPRO PTPRR PTPRT PTPRU PXN PYCARD QRICH2 RAB11A RAB13 RAB1A RAB25 RABGEF1 RAC1 RAC2 RAC3 RACK1 RADIL RAF1 RAP2A RAP2B RAP2C RAPGEF2 RARRES2 RASGEF1A RBBP4 RBBP7 RCC2 RDX RECK RELN RERE RET RFFL RFX3 RGCC RGN RHBDF1 RHOA RHOB RHOC RHOD RHOF RHOG RHOJ RIC8A RIGI RIN2 RIN3 RIPK3 RIPOR1 RIPOR2 RNASE10 RND1 RND2 RND3 RNF20 RNF41 RNH1 ROBO1 ROBO4 ROCK1 ROCK2 ROPN1 ROPN1B ROPN1L ROR2 RPL13A RPS19 RPS6KB1 RRAS RRAS2 RREB1 RSPH4A RSPH6A RSPH9 RTN4 RUFY3 S100A11 S100A12 S100A14 S100A2 S100A7 S100A8 S100A9 S100P S1PR1 SAA1 SAP130 SAP30 SAP30L SASH1 SATB2 SBDS SCAI SCARB1 SCG2 SCN11A SCRIB SCRT1 SCRT2 SCYL3 SDC1 SDC2 SDC3 SDC4 SDCBP SDCCAG8 SELE SELENOK SELL SELP SELPLG SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SEMG1 SEMG2 SEPTIN14 SEPTIN4 SERPINB3 SERPINE1 SERPINE2 SERPINF1 SETD2 SFRP1 SFRP2 SFTPD SGK1 SGK3 SGPL1 SH3BP1 SH3D21 SH3KBP1 SH3RF1 SH3RF2 SHH SHROOM2 SHTN1 SIN3A SIN3B SINHCAF SIRPA SIRT1 SIX1 SIX2 SIX3 SIX4 SKI SLAMF1 SLAMF8 SLC12A2 SLC22A14 SLC22A16 SLC26A5 SLC8B1 SLC9A1 SLC9B1 SLC9B2 SLC9C1 SLIRP SLIT1 SLIT2 SLIT3 SLK SLURP1 SMAD3 SMAD4 SMAD7 SMCP SMIM22 SMO SMOC2 SMPD3 SMURF2 SNAI1 SNAI2 SOD2 SORD SORL1 SOS1 SOX1 SOX10 SOX14 SOX17 SOX18 SOX8 SOX9 SP1 SP100 SPAG16 SPAG6 SPAG9 SPARC SPATA13 SPDL1 SPEF1 SPEF2 SPEM1 SPEM3 SPHK1 SPI1 SPINT2 SPN SPNS2 SPOCK1 SPOCK2 SPOCK3 SPRED1 SPRY2 SRC SRCIN1 SRF SRGAP1 SRGAP2 SRGAP2C SRGAP3 SRP54 SRPX2 SSH1 SST SSTR4 SSX2IP ST3GAL4 STAP1 STARD13 STAT1 STAT3 STAT5A STAT5B STC1 STK10 STK24 STK26 STK39 STK4 STMN1 STON1 STRIP2 STX4 SUDS3 SULF1 SUN1 SUN2 SVBP SWAP70 SYDE1 SYDE2 SYK SYNE2 SYNJ2BP TAC4 TACR1 TACR2 TACR3 TACSTD2 TAFA4 TAFA5 TALAM1 TAOK2 TBC1D21 TBC1D24 TBCCD1 TBX1 TBX20 TBX21 TBX5 TBXA2R TCAF1 TCAF2 TCP11L2 TCTE1 TDGF1 TEK TEKT1 TEKT2 TEKT3 TEKT4 TEKT5 TERT TESK1 TET1 TEX101 TEX43 TF TGFB1 TGFB2 TGFBR1 TGFBR2 TGFBR3 TGFBR3L THBS1 THBS4 THY1 TIAM1 TIE1 TIMP1 TIRAP TJP1 TLR4 TLX3 TMEFF2 TMEM102 TMEM18 TMEM201 TMF1 TMIGD1 TMIGD3 TMSB10 TMSB15A TMSB15B TMSB15C TMSB4X TMSB4Y TNC TNF TNFAIP1 TNFAIP3 TNFAIP6 TNFRSF11A TNFRSF14 TNFRSF18 TNFSF11 TNFSF12 TNFSF14 TNFSF18 TNN TNP1 TNR TNS1 TNXB TOP2B TOR1A TP53INP1 TPBG TPGS1 TPM1 TPPP2 TRADD TREM1 TREM2 TRIB1 TRIM32 TRIM46 TRIM55 TRIP6 TRPM2 TRPM4 TRPV4 TSPO TSSK4 TTBK2 TTC12 TTC21A TTLL1 TTLL3 TTLL6 TTLL8 TTLL9 TUBA1A TUBB2B TUBGCP2 TWIST1 TWIST2 TYRO3 UBE2B UBE2I ULK4 UMOD UNC5C UNC5D UNK USP17L2 USP33 USP45 USP9X USP9Y VANGL2 VASH1 VAV1 VAV2 VAV3 VAX1 VCAM1 VCL VDAC3 VEGFA VEGFB VEGFC VEGFD VHL VIL1 VPS13A VSIR VSTM4 VTN WAS WASF2 WASHC1 WASL WDPCP WDR1 WDR47 WDR62 WNK1 WNT11 WNT4 WNT5A WNT5B WNT7A WWC1 WWC2 WWC3 XBP1 XCL1 XCL2 XCR1 XG YES1 YTHDF3 YWHAE ZAP70 ZC3H12A ZEB2 ZFAND5 ZMIZ1 ZMYND8 ZNF268 ZNF304 ZNF580 ZNF609 ZNF703 ZP3 ZRANB1 GOBP_CELL_MOTILITY_INVOLVED_IN_CEREBRAL_CORTEX_RADIAL_GLIA_GUIDED_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_MOTILITY_INVOLVED_IN_CEREBRAL_CORTEX_RADIAL_GLIA_GUIDED_MIGRATION BMERB1 DAB2IP P2RY12 SRGAP2 SRGAP2C SUN1 SUN2 SYNE2 GOBP_CELL_PART_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_PART_MORPHOGENESIS ABI1 ABI2 ABI3 ABITRAM ABL1 ACTB ACTBL2 ACTG1 ACTL9 ADAM17 ADARB1 ADCY1 ADCY10 ADGRB1 ADGRB3 ADNP ADORA2A AFG3L2 ALCAM ALS2 AMIGO1 ANAPC2 ANK3 ANKRD27 ANO1 ANOS1 APBB1 APLP1 APLP2 APOE APP ARC ARHGAP33 ARHGAP35 ARHGAP4 ARHGAP44 ARHGEF25 ARHGEF28 ARHGEF40 ARHGEF7 ARMCX5-GPRASP2 ARPIN ARTN ARX ATL1 ATOH1 ATOH7 ATP7A ATP8A2 ATP9A AURKA AUTS2 B3GNT2 B4GALT5 B4GALT6 B4GAT1 BAIAP2 BARHL2 BAX BCL11A BCL11B BCL2 BCL2L1 BDNF BMP7 BMPR1B BMPR2 BOC BRAF BRSK1 BRSK2 BTBD3 C12orf57 C9orf72 CACNG7 CAMK2B CAPRIN1 CAPRIN2 CCK CCKAR CD44 CDC42 CDH1 CDH11 CDH2 CDH4 CDK5 CDK5R1 CDK5R2 CDKL3 CDKL5 CELSR2 CERT1 CFL1 CHL1 CHN1 CHODL CHRNA3 CHRNA7 CHRNB2 CNP CNTN1 CNTN2 CNTN4 CNTN5 CNTN6 CNTNAP1 CNTNAP2 COBL CORO1B CORO1C CPNE1 CPNE5 CPNE6 CPNE9 CRABP2 CREB1 CRPPA CSF1R CSPG5 CTNNA2 CTNNB1 CTNND2 CTTN CUL7 CUX1 CUX2 CXCL12 CXCR4 CYFIP1 CYFIP2 DAB1 DAB2IP DAG1 DBN1 DBNL DCC DCDC2 DCLK1 DDR1 DHX36 DICER1 DIP2A DIP2B DISC1 DLG4 DLX5 DNM1L DNM2 DNM3 DOCK10 DOCK7 DPYSL5 DRAXIN DRD2 DRGX DSCAM DSCAML1 DTNBP1 DVL1 DVL2 DVL3 ECE1 EDN1 EDN2 EDN3 EDNRA EEF2K EFNA1 EFNA2 EFNA3 EFNA4 EFNA5 EFNB1 EFNB2 EFNB3 EGR2 EIF2AK4 EIF4G2 ELAVL4 EMB EMX1 ENAH ENPP2 EPB41L3 EPHA10 EPHA3 EPHA4 EPHA5 EPHA6 EPHA7 EPHA8 EPHB1 EPHB2 EPHB3 EPHB6 ERBB2 ETV1 EVX1 EXT1 FARP1 FBXO45 FBXW8 FEZ1 FEZ2 FEZF1 FEZF2 FGF13 FGF8 FGFR2 FIS1 FLOT1 FLRT1 FLRT2 FLRT3 FN1 FOXB1 FOXD1 FOXG1 FSTL4 FYN FZD3 FZD4 GAP43 GAS7 GATA3 GBX1 GBX2 GDF7 GDI1 GDNF GFRA3 GLI2 GLI3 GOLGA4 GORASP1 GPM6A GPRASP3 GRIP1 GSK3B HDAC6 HECW1 HECW2 HMCN2 HOXA2 HPRT1 HSP90AA1 HSP90AB1 IFRD1 IGF1R IGF2BP1 IGSF9 IL1RAPL1 IMPACT IQGAP1 ISL1 ISL2 ISLR2 IST1 ITGA1 ITGA4 ITGB1 ITPKA ITSN2 KALRN KANK1 KEL KIAA0319 KIAA1755 KIDINS220 KIF13B KIF1A KIF20B KIF5A KIF5B KIF5C KIFBP KIRREL3 KLF7 KLK8 KNDC1 L1CAM LAMA2 LAMB2 LGI1 LGR6 LHX1 LHX2 LHX3 LHX4 LHX9 LIMK1 LLGL1 LLPH LMO4 LMX1A LPAR3 LRP2 LRP4 LRP8 LRRC4C LRRK2 LRTM1 LRTM2 LYPLA2 LZTS1 LZTS3 MACF1 MAG MAP1A MAP1B MAP1S MAP2 MAP2K1 MAP2K2 MAP3K13 MAP4K4 MAP6 MAPK8IP2 MAPT MARK2 MCF2 MDK MECP2 MEF2A MEGF8 METRN MFF MFSD2A MICOS10-NBL1 MINK1 MNX1 MOV10 MT3 MTM1 MUL1 MYCBP2 MYH14 MYO16 MYO9A MYO9B MYOT MYPN NBL1 NCAM1 NCKAP1 NCKAP1L NDEL1 NDN NDP NECTIN1 NECTIN2 NEDD4 NEDD4L NEFH NEFL NEK3 NEO1 NES NEUROG3 NEXN NFASC NFATC4 NFIB NGEF NGF NGFR NIBAN2 NIN NKX2-1 NKX2-8 NKX6-1 NLGN1 NLGN3 NOG NOTCH1 NOTCH2 NOTCH3 NOVA2 NPR2 NPTX1 NR2E1 NR4A2 NRCAM NRDC NRN1 NRN1L NRP1 NRP2 NRXN1 NRXN3 NSMF NTF3 NTF4 NTN1 NTN3 NTNG1 NTNG2 NTRK1 NTRK2 NUBPL NUMB NUMBL NYAP1 NYAP2 OBSL1 OLFM1 OPHN1 OR10A4 OSTN OTX2 PACSIN1 PACSIN2 PAFAH1B1 PAK1 PAK2 PAK3 PAK6 PALLD PANK2 PARD3 PARD6B PARP6 PAX2 PAX6 PCDHAC2 PDLIM5 PDPN PHACTR1 PHOX2B PICALM PID1 PLA2G10 PLAA PLEC PLEKHG4 PLEKHG4B PLEKHO1 PLPPR4 PLXNA1 PLXNA2 PLXNA3 PLXNA4 PLXNB1 PLXNB2 PLXNB3 PLXNC1 PLXND1 PNPT1 POLDIP2 POLG2 POSTN POTEE POTEF POTEI POTEJ POTEKP POU3F2 POU4F1 POU4F2 POU4F3 PPFIA2 PPP3CA PPP3CB PQBP1 PRDM8 PREX2 PRICKLE1 PRKCQ PRKCZ PRKG1 PRKN PSEN1 PTCH1 PTEN PTK2 PTK7 PTN PTPN11 PTPRD PTPRM PTPRO PTPRS PTPRZ1 RAB10 RAB21 RAB3A RAB8A RAC1 RAC3 RAP2A RAPGEF2 RAPH1 RASAL1 RELN RERE RET RGMA RIMS1 RIMS2 RND2 RNF157 RNF165 RNF6 ROBO1 ROBO2 ROBO3 ROBO4 ROCK1 RPL24 RPS6KA5 RREB1 RTN4 RTN4R RUFY3 RYK S100A6 S100B SARM1 SCN11A SCN1B SDC2 SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SGK1 SH3GL2 SHANK1 SHANK3 SHH SHOX2 SHTN1 SIAH1 SIN3A SIPA1L1 SKIL SKOR2 SLC11A2 SLC23A2 SLC25A46 SLC39A12 SLC9A6 SLIRP SLIT1 SLIT2 SLIT3 SLITRK1 SLITRK2 SLITRK3 SLITRK4 SLITRK5 SLITRK6 SMAD4 SMO SMURF1 SNAP25 SNX1 SNX2 SOS1 SPAG6 SPAG9 SPART SPAST SPG11 SPP1 SPRY3 SPTBN4 SRC SRCIN1 SRF SRGAP2 SS18L1 SSBP1 SSNA1 ST8SIA2 STAU2 STK11 STK25 STMN1 STXBP1 SULT4A1 SUPV3L1 SYNE1 SYNGAP1 SYT1 SYT14P1 SYT17 SYT2 SYT3 SYT4 SZT2 TANC2 TAOK2 TAOK3 TBC1D24 TBCE TBR1 TCTN1 THY1 TIAM1 TIAM2 TLX2 TMEM106B TMEM108 TMEM135 TNIK TNN TNR TOP2B TPBG TRAK1 TRIM46 TRIO TRPC5 TRPV2 TSC22D4 TSKU TTC8 TTL TUBA1A TUBB2B TUBB3 TUNAR TWF2 UBB UCHL1 UGT8 ULK1 ULK2 UNC13A UNC5A UNC5B UNC5C UNC5D USP33 USP9X UST VASP VAX1 VAX2 VCL VEGFA VIL1 VLDLR VPS54 WASF1 WASF2 WASL WDR47 WEE1 WNT3 WNT3A WNT5A WNT7A WNT7B XK YTHDF1 YWHAH ZDHHC15 ZDHHC17 ZFYVE27 ZNF335 ZNF365 GOBP_CELL_PROJECTION_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_PROJECTION_ASSEMBLY ABCC4 ABI2 ABI3 ABITRAM ABL1 ABLIM1 ABLIM2 ABLIM3 ACTN2 ACTR2 ACTR3 ADAMTS16 AGRN AHI1 AIF1 AIF1L AJUBA AKAP4 AKIRIN1 AKT1 ALPK1 ANLN ANO6 APC ARAP1 ARF4 ARF6 ARFIP2 ARHGAP24 ARHGAP35 ARHGAP44 ARHGEF26 ARHGEF4 ARHGEF6 ARHGEF7 ARL13A ARL13B ARL3 ARL6 ARMC12 ARMC2 ARMC9 ARPC2 ASAP1 ATAT1 ATG3 ATG5 ATMIN ATP6V0D1 ATP6V1D ATP7A ATP8B1 ATXN10 AUTS2 AVIL B9D1 B9D2 BAG4 BBIP1 BBOF1 BBS1 BBS10 BBS2 BBS4 BBS5 BBS7 BBS9 BIN3 BRK1 C15orf62 C2CD3 CAPG CAPZB CARMIL1 CARMIL2 CAV1 CBY1 CC2D2A CC2D2B CCDC103 CCDC113 CCDC13 CCDC28B CCDC38 CCDC39 CCDC40 CCDC42 CCDC57 CCDC63 CCDC65 CCDC66 CCDC88A CCDC96 CCL19 CCL21 CCNO CCP110 CCR7 CD2AP CDC14A CDC14B CDC14C CDC42 CDC42EP1 CDC42EP2 CDC42EP3 CDC42EP4 CDC42EP5 CDH13 CDK10 CDKL1 CDKL5 CELSR2 CENPJ CEP120 CEP126 CEP131 CEP135 CEP162 CEP164 CEP19 CEP20 CEP250 CEP290 CEP350 CEP41 CEP70 CEP83 CEP89 CEP97 CFAP100 CFAP157 CFAP161 CFAP20 CFAP206 CFAP221 CFAP298 CFAP410 CFAP43 CFAP44 CFAP46 CFAP47 CFAP54 CFAP58 CFAP65 CFAP69 CFAP70 CFAP73 CFAP74 CFAP91 CFAP97D1 CIBAR1 CIBAR2 CILK1 CLCN4 CLN3 CLRN1 CLUAP1 CLXN CNTROB COBL CORO1C CPLANE1 CPLANE2 CROCC CSNK1D CSPG4 CTTN CYFIP1 CYFIP2 CYLD DAAM2 DAW1 DCDC2 DCTN1 DCX DEF8 DISC1 DMTN DNAAF1 DNAAF10 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAAF8 DNAH1 DNAH17 DNAH2 DNAH5 DNAH7 DNAH8 DNAI1 DNAI2 DNAI3 DNAI4 DNAJB13 DNAL1 DNHD1 DNM3 DNMBP DOCK11 DPYSL3 DRC1 DRC7 DUSP23 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLL1 DYNLT2B DZIP1 DZIP1L E2F4 EHD1 EHD2 EHD3 EHD4 EMP1 EMP2 EMP3 ENKD1 ENTR1 EPHA2 EPHB2 EPS8 EPS8L1 EPS8L2 EPS8L3 ERICH3 ESPN EVI5 EVI5L EVL EXOC5 EZR F2RL1 FAM110C FAM149B1 FAM161A FAM98A FBF1 FBXW8 FER FGD1 FGD2 FGD3 FGD4 FGD5 FGD6 FHDC1 FLNA FMNL3 FMR1 FNBP1L FOXJ1 FRMD7 FSCN1 FSIP2 FUZ FXR1 FXR2 FXYD5 GALNT11 GAP43 GAS8 GBF1 GDI2 GFY GK2 GMNC GOLPH3 GORAB GPM6A GSK3B GSN HAP1 HDAC6 HOATZ HRAS HRG HSP90AA1 HTT HYDIN HYLS1 ICAM1 IFT122 IFT140 IFT172 IFT20 IFT22 IFT25 IFT27 IFT43 IFT46 IFT52 IFT57 IFT74 IFT80 IFT81 IFT88 INPP5K INPPL1 INTU IQCB1 IQCG IQUB ITGB1 ITGB4 JHY KANK1 KCNF1 KCNJ10 KCNQ1 KCTD17 KIAA0586 KIAA0753 KIF24 KIF27 KIF3A KIF3B KIT KLC3 KLF5 KLHL41 LAMA5 LIMK2 LPAR1 LPAR3 LRGUK LRRC43 LRRC61 MACIR MAK MAP4 MAP4K4 MAPK15 MAPRE1 MARK4 MCIDAS MEIG1 MIEN1 MINK1 MIR196A1 MIR214 MKKS MKS1 MNS1 MPHOSPH9 MSTN MTOR MTSS1 MTSS2 MYLK MYO10 MYO1A MYO3A MYO3B NCK1 NCK2 NCKAP1 NCKAP1L NDEL1 NEFH NEK1 NEURL1 NHERF1 NISCH NLGN1 NME5 NME8 NOTCH1 NOTO NPHP3 NRP1 NTN1 NUDCD3 NUP85 OCLN OCRL ODAD1 ODAD2 ODAD3 ODAD4 ODF2 ODF2L OFD1 ONECUT1 ONECUT2 OPHN1 P2RX4 P2RX7 P2RY12 PALM PARVA PARVB PARVG PCM1 PCNT PDGFA PFN1 PFN2 PFN4 PIBF1 PIERCE1 PIERCE2 PIK3CA PIK3R1 PIP5K1A PKHD1 PLA2G3 PLCE1 PLD1 PLEK2 PLEKHM1 PLK4 PLPPR5 PLXNB3 PMP22 POC1A POC1B PODXL PPP1R16B PPP1R35 PPP1R9B PRICKLE1 PRKCD PTPDC1 PTPN23 PTPRO QRICH2 RAB11A RAB11FIP3 RAB17 RAB1A RAB23 RAB3IP RAB5A RAB8A RAB8B RABEP2 RABGAP1 RABL2B RAC1 RAC2 RAC3 RALA RAP1A RAP1B RAP1GAP RAP2A RAP2B RAP2C RAPGEF2 RAPGEF6 RCC2 RDX RFX2 RFX3 RFX4 RHOD RHOG RHOQ RILP RILPL1 RILPL2 RIPOR2 RO60 ROCK1 RP1 RP1L1 RP2 RPGR RPGRIP1 RPGRIP1L RSPH1 RSPH4A RSPH6A RSPH9 S1PR1 S1PR2 SAXO1 SCIN SCLT1 SDCBP SDCCAG8 SEPTIN2 SEPTIN6 SEPTIN7 SEPTIN9 SGSM3 SH2B1 SH3BP1 SH3YL1 SHTN1 SLIT2 SNAP29 SNX10 SPACA9 SPAG1 SPAG16 SPAG17 SPAG6 SPATA13 SPATA6 SPEF1 SPEF2 SRC SRF SRGAP2 SRGAP2C SSX2IP STAP1 STAU2 STK26 STK36 STON1 SYNE2 TACSTD2 TAPT1 TBC1D1 TBC1D10A TBC1D10B TBC1D10C TBC1D13 TBC1D14 TBC1D15 TBC1D16 TBC1D17 TBC1D19 TBC1D2 TBC1D20 TBC1D21 TBC1D22A TBC1D22B TBC1D24 TBC1D2B TBC1D3 TBC1D30 TBC1D31 TBC1D32 TBC1D5 TBC1D7 TBC1D8 TBC1D9B TCHP TCTN1 TCTN2 TCTN3 TEKT1 TEKT2 TEKT3 TEKT4 TEKT5 TENM1 TENM2 TESK1 TGFB3 TGFBR1 TMEM107 TMEM138 TMEM17 TMEM216 TMEM231 TMEM237 TMEM250 TMEM67 TMEM80 TNIK TOGARAM1 TPGS1 TRAF3IP1 TRAPPC14 TRPM2 TTBK2 TTC12 TTC21B TTC26 TTC30B TTC36 TTC39C TTC8 TTLL1 TTLL3 TTLL8 TTYH1 TWF1 TWF2 TXNDC15 UBE2B UBXN10 UNC119B USP17L2 USP6NL VANGL2 VAV2 VAV3 VCL VDAC3 VSTM5 WAS WASF2 WASF3 WASHC1 WASL WDPCP WDR11 WDR19 WDR35 WDR44 WDR54 WDR90 WHAMM WNT1 WRAP73 WWTR1 YAP1 ZMYND10 ZMYND8 GOBP_CELL_PROJECTION_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_PROJECTION_ORGANIZATION ABCC4 ABCD1 ABCD2 ABHD17B ABI1 ABI2 ABI3 ABITRAM ABL1 ABL2 ABLIM1 ABLIM2 ABLIM3 ACAP3 ACP4 ACTB ACTBL2 ACTG1 ACTL6B ACTL9 ACTN2 ACTR2 ACTR3 ADAM17 ADAMTS16 ADARB1 ADCY1 ADCY10 ADCY6 ADCYAP1 ADGRB1 ADGRB3 ADGRF1 ADGRV1 ADM ADNP ADORA2A AFG3L2 AGER AGRN AHI1 AIF1 AIF1L AJUBA AK7 AKAP4 AKIRIN1 AKT1 ALCAM ALK ALKAL1 ALKAL2 ALKBH1 ALPK1 ALS2 AMIGO1 AMIGO3 ANAPC2 ANK3 ANKRD24 ANKRD27 ANLN ANO1 ANO6 ANOS1 AP2A1 APBB1 APC APLP1 APLP2 APOA4 APOD APOE APP ARAP1 ARC AREG ARF1 ARF4 ARF6 ARFIP2 ARHGAP24 ARHGAP33 ARHGAP35 ARHGAP4 ARHGAP44 ARHGEF25 ARHGEF26 ARHGEF28 ARHGEF4 ARHGEF40 ARHGEF6 ARHGEF7 ARL13A ARL13B ARL3 ARL6 ARMC12 ARMC2 ARMC9 ARMCX5-GPRASP2 ARPC2 ARPIN ARSB ARTN ARX ASAP1 ATAT1 ATCAY ATF1 ATG3 ATG5 ATL1 ATMIN ATOH1 ATOH7 ATP1A3 ATP1B2 ATP6V0D1 ATP6V1D ATP7A ATP8A2 ATP8B1 ATP9A ATXN10 AURKA AUTS2 AVIL B2M B3GNT2 B4GALT5 B4GALT6 B4GAT1 B9D1 B9D2 BAG4 BAG5 BAIAP2 BARHL2 BBIP1 BBOF1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCL11A BCL11B BCL2 BDNF BHLHA15 BHLHE22 BHLHE23 BICDL1 BIN3 BLOC1S1 BLOC1S2 BLOC1S3 BLOC1S4 BLOC1S5 BLOC1S6 BMP5 BMP7 BMPR1B BMPR2 BOC BRAF BRK1 BRSK1 BRSK2 BTBD3 BTG2 C12orf57 C15orf62 C21orf91 C2CD3 C9orf72 CACNG7 CAMK1 CAMK1D CAMK2A CAMK2B CAMK2G CAMSAP1 CAMSAP2 CAMSAP3 CAPG CAPRIN1 CAPRIN2 CAPZB CARM1 CARMIL1 CARMIL2 CASP3 CATIP CAV1 CBFA2T2 CBY1 CC2D2A CC2D2B CCDC103 CCDC113 CCDC13 CCDC28B CCDC32 CCDC38 CCDC39 CCDC40 CCDC42 CCDC57 CCDC61 CCDC63 CCDC65 CCDC66 CCDC78 CCDC88A CCDC96 CCK CCKAR CCL19 CCL21 CCNO CCP110 CCR7 CD2AP CD38 CD3E CD44 CDC14A CDC14B CDC14C CDC42 CDC42EP1 CDC42EP2 CDC42EP3 CDC42EP4 CDC42EP5 CDH1 CDH11 CDH13 CDH2 CDH23 CDH4 CDHR2 CDHR5 CDK10 CDK16 CDK5 CDK5R1 CDK5R2 CDKL1 CDKL3 CDKL5 CDNF CECR2 CELSR2 CENPJ CEP120 CEP126 CEP131 CEP135 CEP152 CEP162 CEP164 CEP19 CEP20 CEP250 CEP290 CEP350 CEP41 CEP43 CEP70 CEP78 CEP83 CEP89 CEP97 CERS2 CFAP100 CFAP126 CFAP157 CFAP161 CFAP20 CFAP206 CFAP221 CFAP298 CFAP410 CFAP43 CFAP44 CFAP46 CFAP47 CFAP54 CFAP58 CFAP61 CFAP65 CFAP69 CFAP70 CFAP73 CFAP74 CFAP91 CFAP97D1 CFL1 CFLAR CHL1 CHN1 CHODL CHRNA3 CHRNA7 CHRNB2 CIB1 CIBAR1 CIBAR2 CILK1 CLCN4 CLMN CLN3 CLRN1 CLRN2 CLUAP1 CLXN CNP CNR1 CNTF CNTN1 CNTN2 CNTN4 CNTN5 CNTN6 CNTNAP1 CNTNAP2 CNTROB COBL CORO1A CORO1B CORO1C CPEB3 CPLANE1 CPLANE2 CPNE1 CPNE5 CPNE6 CPNE9 CRABP2 CREB1 CRK CRKL CRMP1 CROCC CRPPA CRTAC1 CSF1R CSMD3 CSNK1D CSPG4 CSPG5 CTHRC1 CTNNA1 CTNNA2 CTNNB1 CTNND2 CTTN CUL3 CUL4B CUL7 CUX1 CUX2 CX3CL1 CXCL12 CXCR4 CYFIP1 CYFIP2 CYLD DAAM2 DAB1 DAB2 DAB2IP DAG1 DAW1 DBN1 DBNL DCC DCDC2 DCLK1 DCTN1 DCX DDR1 DDR2 DDX56 DEF8 DENND5A DEUP1 DGKG DGUOK DHFR DHFRP1 DHX36 DICER1 DIP2A DIP2B DISC1 DKK1 DLG4 DLG5 DLX5 DMTN DNAAF1 DNAAF10 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAAF8 DNAH1 DNAH17 DNAH2 DNAH5 DNAH7 DNAH8 DNAH9 DNAI1 DNAI2 DNAI3 DNAI4 DNAJB13 DNAL1 DNHD1 DNM2 DNM3 DNMBP DOCK10 DOCK11 DOCK7 DPYSL3 DPYSL5 DRAXIN DRC1 DRC7 DRD2 DRGX DSCAM DSCAML1 DTNBP1 DUSP23 DVL1 DVL2 DVL3 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLL1 DYNLT2B DZIP1 DZIP1L E2F4 E2F5 ECE1 EDN1 EDN2 EDN3 EDNRA EEF2K EFHC2 EFHD1 EFNA1 EFNA2 EFNA3 EFNA4 EFNA5 EFNB1 EFNB2 EFNB3 EGR2 EHD1 EHD2 EHD3 EHD4 EIF2AK4 EIF4G2 ELAVL4 EMB EMP1 EMP2 EMP3 EMX1 ENAH ENC1 ENKD1 ENO4 ENPP2 ENTR1 EP300 EPB41L3 EPHA10 EPHA2 EPHA3 EPHA4 EPHA5 EPHA6 EPHA7 EPHA8 EPHB1 EPHB2 EPHB3 EPHB6 EPO EPS8 EPS8L1 EPS8L2 EPS8L3 ERBB2 ERCC6 ERICH3 ERMN ESPN ETV1 EVI5 EVI5L EVL EVX1 EXOC5 EXT1 EZH2 EZR F2RL1 FAM110C FAM149B1 FAM161A FAM161B FAM98A FARP1 FAT3 FBF1 FBXO38 FBXO45 FBXO7 FBXW8 FCGR2B FER FES FEZ1 FEZ2 FEZF1 FEZF2 FGD1 FGD2 FGD3 FGD4 FGD5 FGD6 FGF13 FGF8 FGFR2 FHDC1 FKBP1B FKBP4 FLNA FLOT1 FLRT1 FLRT2 FLRT3 FMNL3 FMR1 FN1 FNBP1L FOLR1 FOXB1 FOXD1 FOXG1 FOXJ1 FOXO6 FRMD7 FRY FRYL FSCN1 FSIP2 FSTL4 FUT9 FUZ FXR1 FXR2 FXYD5 FYN FZD1 FZD3 FZD4 GAK GALNT11 GALR2 GAP43 GAS7 GAS8 GATA3 GBA1 GBF1 GBX1 GBX2 GDF7 GDI1 GDI2 GDNF GFAP GFI1 GFRA1 GFRA3 GFY GHRL GK2 GLDN GLI2 GLI3 GMNC GOLGA4 GOLPH3 GORAB GORASP1 GPC2 GPM6A GPM6B GPR22 GPR37 GPRASP3 GPRIN1 GPRIN2 GPRIN3 GRID2 GRIN2B GRIN3A GRIP1 GRM7 GRN GRXCR1 GRXCR2 GSK3A GSK3B GSN HAP1 HDAC2 HDAC6 HDGFL3 HECW1 HECW2 HERC1 HES1 HES5 HMCN2 HMGB1 HOATZ HOMER1 HOXA2 HPRT1 HRAS HRG HSP90AA1 HSP90AB1 HTT HYDIN HYLS1 ICAM1 IFRD1 IFT122 IFT140 IFT172 IFT20 IFT22 IFT25 IFT27 IFT43 IFT46 IFT52 IFT57 IFT74 IFT80 IFT81 IFT88 IGF1R IGF2BP1 IGSF9 IL15RA IL1RAPL1 IL2 IL6 ILK IMPACT INPP5F INPP5J INPP5K INPPL1 INS INSR INTU IQCB1 IQCG IQGAP1 IQSEC1 IQUB ISL1 ISL2 ISLR2 IST1 ITGA1 ITGA2 ITGA3 ITGA4 ITGA6 ITGA8 ITGB1 ITGB4 ITM2C ITPKA ITSN2 JAK2 JHY KALRN KANK1 KAT2A KAT2B KATNB1 KCNA1 KCNF1 KCNJ10 KCNQ1 KCTD17 KDM1A KEL KHDC3L KIAA0319 KIAA0586 KIAA0753 KIAA1755 KIDINS220 KIF13B KIF17 KIF19 KIF1A KIF20B KIF24 KIF26A KIF27 KIF3A KIF3B KIF5A KIF5B KIF5C KIFAP3 KIFBP KIRREL3 KIT KLC3 KLF4 KLF5 KLF7 KLHL1 KLHL41 KLK6 KLK8 KNDC1 KREMEN1 L1CAM LAMA1 LAMA2 LAMA5 LAMB1 LAMB2 LCA5 LCA5L LGI1 LGMN LGR6 LHFPL5 LHX1 LHX2 LHX3 LHX4 LHX9 LIMA1 LIMK1 LIMK2 LLGL1 LLPH LMO4 LMX1A LPAR1 LPAR3 LRGUK LRIG2 LRP12 LRP2 LRP4 LRP8 LRRC43 LRRC4C LRRC56 LRRC61 LRRC7 LRRK2 LRTM1 LRTM2 LST1 LTK LYN LYPLA2 LZTS1 LZTS3 MACF1 MACIR MAG MAGI2 MAK MANF MAP1A MAP1B MAP1S MAP2 MAP2K1 MAP2K2 MAP3K13 MAP4 MAP4K4 MAP6 MAPK15 MAPK6 MAPK8IP2 MAPK8IP3 MAPKAPK5 MAPRE1 MAPT MARK1 MARK2 MARK4 MBOAT1 MCF2 MCIDAS MDK MDM2 MECP2 MEF2A MEF2C MEGF8 MEIG1 METRN MFSD2A MGARP MICALL1 MICALL2 MICOS10-NBL1 MIEN1 MINAR1 MINK1 MIR133B MIR196A1 MIR200C MIR21 MIR210 MIR214 MIR219A1 MIR221 MIR222 MIR30B MIR431 MKKS MKS1 MMP2 MNS1 MNX1 MOV10 MPHOSPH9 MSTN MT3 MTMR2 MTOR MTR MTSS1 MTSS2 MUL1 MUSK MYCBP2 MYH9 MYLIP MYLK MYO10 MYO16 MYO1A MYO3A MYO3B MYO7A MYO9A MYO9B MYOC MYOT MYPN NBL1 NCAM1 NCAM2 NCDN NCK1 NCK2 NCKAP1 NCKAP1L NCKIPSD NCS1 NDEL1 NDN NDNF NDP NDRG4 NECTIN1 NECTIN2 NEDD4 NEDD4L NEDD9 NEFH NEFL NEGR1 NEK1 NEK3 NEO1 NES NEU4 NEURL1 NEUROD1 NEUROD2 NEUROD4 NEUROD6 NEUROG1 NEUROG2 NEUROG3 NEXN NFASC NFATC4 NFE2L2 NFIB NGEF NGF NGFR NHERF1 NIBAN2 NIN NISCH NKX2-1 NKX2-8 NKX6-1 NLGN1 NLGN2 NLGN3 NME5 NME8 NMNAT2 NOG NOTCH1 NOTCH2 NOTCH3 NOTO NOVA2 NPHP1 NPHP3 NPR2 NPTN NPTX1 NPY NR2E1 NR2F1 NR4A2 NRCAM NRDC NREP NRN1 NRN1L NRP1 NRP2 NRTN NRXN1 NRXN3 NSMF NTF3 NTF4 NTN1 NTN3 NTNG1 NTNG2 NTRK1 NTRK2 NTRK3 NUBP1 NUBP2 NUDCD3 NUMB NUMBL NUP85 NYAP1 NYAP2 OBSL1 OCLN OCRL ODAD1 ODAD2 ODAD3 ODAD4 ODF2 ODF2L OFD1 OLFM1 OLIG1 OLIG2 OLIG3 OMG ONECUT1 ONECUT2 OPHN1 OR10A4 OSTN OTX2 P2RX4 P2RX7 P2RY12 P3H1 PACSIN1 PACSIN2 PAFAH1B1 PAK1 PAK2 PAK3 PAK4 PAK6 PALLD PALM PAQR3 PARD3 PARD6B PARP6 PARVA PARVB PARVG PAX2 PAX6 PCDHAC2 PCM1 PCNT PDCL PDGFA PDLIM5 PDPN PDZD7 PFN1 PFN2 PFN4 PHACTR1 PHGDH PHOX2B PHPT1 PIBF1 PICALM PICK1 PIERCE1 PIERCE2 PIFO PIK3CA PIK3R1 PIP5K1A PJVK PKD2 PKHD1 PKN2 PLA2G10 PLA2G3 PLAA PLCE1 PLD1 PLEK PLEK2 PLEKHA1 PLEKHG4 PLEKHG4B PLEKHM1 PLEKHO1 PLK4 PLK5 PLP1 PLPPR4 PLPPR5 PLS1 PLXNA1 PLXNA2 PLXNA3 PLXNA4 PLXNB1 PLXNB2 PLXNB3 PLXNC1 PLXND1 PMP22 POC1A POC1B PODXL POSTN POTEE POTEF POTEI POTEJ POTEKP POU3F2 POU4F1 POU4F2 POU4F3 PPFIA2 PPP1R16B PPP1R35 PPP1R9A PPP1R9B PPP2R5B PPP3CA PPP3CB PQBP1 PRAG1 PRDM12 PRDM8 PREX1 PREX2 PRICKLE1 PRICKLE3 PRKCD PRKCI PRKCQ PRKCZ PRKD1 PRKG1 PRKN PRMT1 PRNP PROM2 PRRX1 PSD PSEN1 PTCH1 PTEN PTK2 PTK2B PTK6 PTK7 PTN PTPDC1 PTPN11 PTPN23 PTPN9 PTPRD PTPRF PTPRG PTPRM PTPRO PTPRS PTPRZ1 PUM2 QRICH2 RAB10 RAB11A RAB11FIP3 RAB13 RAB17 RAB1A RAB21 RAB23 RAB25 RAB29 RAB34 RAB35 RAB3A RAB3IP RAB5A RAB6A RAB6B RAB8A RAB8B RABEP2 RABGAP1 RABL2B RAC1 RAC2 RAC3 RALA RAP1A RAP1B RAP1GAP RAP2A RAP2B RAP2C RAPGEF1 RAPGEF2 RAPGEF6 RAPH1 RASAL1 RASGRF1 RB1 RCC2 RDX RELN RERE RET RETREG3 RFX2 RFX3 RFX4 RGMA RGS2 RHOA RHOD RHOG RHOQ RILP RILPL1 RILPL2 RIMS1 RIMS2 RIPOR2 RIT2 RND2 RNF157 RNF165 RNF6 RO60 ROBO1 ROBO2 ROBO3 ROBO4 ROCK1 ROPN1 ROPN1B ROR1 ROR2 RP1 RP1L1 RP2 RPGR RPGRIP1 RPGRIP1L RPL24 RPS6KA5 RREB1 RRP7A RSPH1 RSPH4A RSPH6A RSPH9 RTN4 RTN4IP1 RTN4R RTN4RL1 RTN4RL2 RTTN RUFY3 RYK S100A6 S100A9 S100B S1PR1 S1PR2 SAMD14 SARM1 SAXO1 SCARB2 SCARF1 SCIN SCLT1 SCN11A SCN1B SCRIB SDC2 SDC4 SDCBP SDCCAG8 SDK1 SEC24B SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SEPTIN2 SEPTIN6 SEPTIN7 SEPTIN9 SERPINF1 SERPINI1 SETX SEZ6 SF3A2 SFRP1 SFRP2 SGK1 SGSM3 SH2B1 SH3BP1 SH3GL2 SH3YL1 SHANK1 SHANK3 SHH SHOC2 SHOX2 SHTN1 SIAH1 SIN3A SIPA1L1 SKIL SKOR2 SLC11A2 SLC12A5 SLC23A2 SLC25A46 SLC39A12 SLC9A6 SLIT1 SLIT2 SLIT3 SLITRK1 SLITRK2 SLITRK3 SLITRK4 SLITRK5 SLITRK6 SMAD4 SMO SMURF1 SNAP25 SNAP29 SNAPIN SNX1 SNX10 SNX2 SNX3 SOD1 SOS1 SPACA9 SPAG1 SPAG16 SPAG17 SPAG6 SPAG9 SPART SPAST SPATA13 SPATA6 SPEF1 SPEF2 SPG11 SPOCK1 SPP1 SPRY2 SPRY3 SPTBN4 SRC SRCIN1 SRF SRGAP2 SRGAP2C SS18L1 SSNA1 SSX2IP ST8SIA2 STAP1 STAU2 STK11 STK24 STK25 STK26 STK36 STMN1 STMN2 STMN3 STMN4 STMND1 STON1 STRC STRN STX1B STX3 STXBP1 STYXL1 SULT4A1 SVBP SYNE1 SYNE2 SYNGAP1 SYT1 SYT14P1 SYT17 SYT2 SYT3 SYT4 SZT2 TACSTD2 TANC1 TANC2 TAOK2 TAOK3 TAPT1 TBC1D1 TBC1D10A TBC1D10B TBC1D10C TBC1D13 TBC1D14 TBC1D15 TBC1D16 TBC1D17 TBC1D19 TBC1D2 TBC1D20 TBC1D21 TBC1D22A TBC1D22B TBC1D23 TBC1D24 TBC1D2B TBC1D3 TBC1D30 TBC1D31 TBC1D32 TBC1D5 TBC1D7 TBC1D8 TBC1D9B TBCE TBR1 TBX6 TCHP TCIRG1 TCTN1 TCTN2 TCTN3 TECTA TEKT1 TEKT2 TEKT3 TEKT4 TEKT5 TENM1 TENM2 TENM3 TESK1 TGFB3 TGFBR1 THY1 TIAM1 TIAM2 TLX2 TMEM106B TMEM107 TMEM108 TMEM138 TMEM17 TMEM216 TMEM231 TMEM237 TMEM250 TMEM30A TMEM67 TMEM80 TNC TNFRSF21 TNIK TNN TNR TNXB TOGARAM1 TOP2B TOR1A TOX TPBG TPGS1 TPM1 TPRN TRAF3IP1 TRAK1 TRAPPC14 TRAPPC4 TREM2 TRIM32 TRIM46 TRIM67 TRIO TRIOBP TRIP11 TRPC5 TRPM2 TRPV2 TRPV4 TSC1 TSC22D4 TSGA10IP TSKU TSPAN2 TSPO TTBK2 TTC12 TTC17 TTC21A TTC21B TTC26 TTC29 TTC30A TTC30B TTC36 TTC39C TTC8 TTL TTLL1 TTLL3 TTLL8 TTYH1 TUB TUBA1A TUBB2B TUBB3 TUBD1 TULP1 TUNAR TWF1 TWF2 TXNDC15 UBA6 UBB UBE2B UBXN10 UCHL1 UCN UGT8 UHMK1 ULK1 ULK2 ULK4 UNC119B UNC13A UNC5A UNC5B UNC5C UNC5D UPF3B USH1C USH1G USP17L2 USP33 USP6NL USP9X UST VANGL2 VAPA VASH2 VASP VAV2 VAV3 VAX1 VAX2 VCL VDAC3 VEGFA VIL1 VIM VLDLR VPS13B VPS35 VPS54 VSTM5 WAS WASF1 WASF2 WASF3 WASHC1 WASHC5 WASL WDPCP WDR11 WDR19 WDR35 WDR44 WDR47 WDR54 WDR90 WEE1 WHAMM WHRN WNT1 WNT3 WNT3A WNT5A WNT7A WNT7B WRAP73 WTIP WWTR1 XK YAP1 YTHDF1 YWHAH ZDHHC15 ZDHHC17 ZFYVE27 ZMYND10 ZMYND8 ZNF212 ZNF296 ZNF335 ZNF365 ZNF804A ZPR1 GOBP_CELL_PROLIFERATION_INVOLVED_IN_HEART_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_PROLIFERATION_INVOLVED_IN_HEART_MORPHOGENESIS BMP10 BMPR2 CTNNB1 ENG EYA1 HAND2 HES1 ISL1 MIR20A MKS1 NOTCH1 PIM1 PITX2 RBPJ SIX1 SMAD4 SOX9 TBX3 TBX5 TGFBR2 GOBP_CELL_PROLIFERATION_INVOLVED_IN_KIDNEY_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_PROLIFERATION_INVOLVED_IN_KIDNEY_DEVELOPMENT BMP2 BMP4 BMP7 CFLAR EGR1 FLCN GATA3 GPC3 IL6R ITGB3 LIN28A MIR125A MYC OSR1 PDGFA PDGFB PDGFD PDGFRB PTCH1 SERPINB7 SHH STAT1 WT1 GOBP_CELL_PROLIFERATION_INVOLVED_IN_METANEPHROS_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_PROLIFERATION_INVOLVED_IN_METANEPHROS_DEVELOPMENT BMP7 EGR1 GPC3 MYC OSR1 PDGFRB PTCH1 SHH STAT1 WT1 GOBP_CELL_PROLIFERATION_IN_BONE_MARROW https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_PROLIFERATION_IN_BONE_MARROW ACE FGFR2 HMGA2 LEF1 LIPA MAP3K3 MIR10A MIR188 MIR27B PTH SETD4 GOBP_CELL_PROLIFERATION_IN_FOREBRAIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_PROLIFERATION_IN_FOREBRAIN AKNA ARX BCL11B CEP120 DCT DISC1 DIXDC1 DOCK7 EMX2 FGF8 FGFR2 GLI3 HOOK3 IGF2BP1 KIF14 LHX5 NFIB NUMB NUMBL PAX6 PCM1 POU3F2 POU3F3 RRM1 SIX3 WNT3A WNT7A GOBP_CELL_PROLIFERATION_IN_HINDBRAIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_PROLIFERATION_IN_HINDBRAIN ATF5 CEND1 EGF FGF2 GBX2 GLI1 GPR37L1 LHX1 LHX5 PSMG1 RERE RORA SHH SKOR2 SLC6A4 SMO GOBP_CELL_PROLIFERATION_IN_MIDBRAIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_PROLIFERATION_IN_MIDBRAIN FZD3 FZD6 PITX3 RYK WNT1 WNT2 WNT3A WNT5A GOBP_CELL_RECOGNITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_RECOGNITION ACR ADAM18 ADAM2 ADAM32 ADGRB1 ALDOA AMIGO1 APP ARHGAP35 ASTL ATP8B3 B4GALT1 C4B C4BPA C4BPB CADM1 CASP3 CCL19 CCL21 CCR7 CCT2 CCT3 CCT4 CCT5 CCT7 CCT8 CD209 CD226 CD36 CD5 CD6 CD81 CD9 CDK5R1 CFP CLEC4M CLEC7A CLGN CNR1 CNTN2 CNTN4 CNTN6 CNTNAP2 CNTNAP3 COLEC10 COLEC11 COLEC12 CORO1A CRISP1 CRP CRTAC1 CRTAM CXCR4 DCST1 DCST2 DLG1 DOCK2 DOCK8 DSCAM DSCAML1 EFNB3 EMB EPHA3 EPHA4 EPHB1 EPHB2 EPHB3 EXT1 FCGR1A FCN1 FCN2 FCN3 FETUB FEZF2 FOLR1 FOLR2 FOLR3 FOXG1 FREY1 FUT3 GAP43 HAVCR2 HSPA1L IGSF9 IZUMO1 IZUMO1R JMJD6 LBP LGALS3 LY6K MBL2 MEGF10 MEGF8 MSN MYO18A MYPN NCAM2 NCK2 NCR3 NDN NEDD9 NEXN NRCAM NRP1 NTM OPCML OVGP1 PAEP PALLD PCDH12 PCDHA7 PCDHB6 PCSK4 PEAR1 PECAM1 PLA2G5 PLXND1 PRF1 PRSS37 PRSS55 PTX3 ROBO1 ROBO2 ROBO3 ROBO4 RTN4 SCARB1 SEMA5A SFTPA1 SPA17 SPACA3 SPACA4 SPAM1 SPESP1 SPON2 SPPL2C ST6GALNAC6 TCP1 TEX101 TMPRSS12 TNFRSF21 TNN TREM2 TUB TULP1 UBAP2L VCAN VDAC2 ZAN ZP1 ZP2 ZP3 ZP4 ZPBP ZPBP2 GOBP_CELL_REDOX_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_REDOX_HOMEOSTASIS APEX1 BOLA1 BOLA2 BOLA2B BOLA3 CHD6 DDIT3 EGLN2 ERO1A ERP44 GCLC GIT1 GLRX2 GLRX3 GLRX5 GPX1 GSR HVCN1 KRIT1 NFE2L2 NNT NOS1 NOS2 NOS3 NQO1 PRDX1 PRDX2 PRDX3 PRDX4 PRDX5 PRDX6 SELENOS SELENOT SLC11A1 SLC2A10 TXN TXN2 TXNDC2 TXNRD1 TXNRD2 TXNRD3 GOBP_CELL_SUBSTRATE_ADHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_SUBSTRATE_ADHESION ABI3BP ABL1 ACER2 ACTG1 ACTN1 ACTN2 ACTN3 ACTN4 ACVRL1 ADAM15 ADAM9 ADAMTS12 ADAMTS13 ADAMTS9 AGR2 AJAP1 AJUBA AKIP1 ALOX15 ANGPT1 ANGPT2 ANGPTL3 ANTXR1 AP1AR APOA1 APOD ARHGAP6 ARHGEF7 ARL2 ARPC2 ATP1B2 ATXN3 AXL BCAM BCL2 BCL2L11 BCL6 BCR BRAF BST1 BVES C1QBP CALR CAMSAP3 CARMIL1 CASK CASS4 CCDC80 CCL21 CCL25 CCL28 CCN1 CCN2 CCR7 CD34 CD36 CD3E CD44 CD63 CD96 CDC42 CDH11 CDH13 CDK5 CDK6 CDKN2A CEACAM6 CIB1 CLASP1 CLASP2 COL13A1 COL16A1 COL17A1 COL1A1 COL26A1 COL3A1 COL5A3 COL8A1 CORO1A CORO1C CORO2B CRK CRKL CSF1 CSPG5 CTNNB1 CTTN CX3CL1 DAB2 DAG1 DAPK3 DDR1 DEFB118 DISC1 DLC1 DMP1 DMTN DOCK1 DOCK5 DUSP22 DUSP3 ECM2 EDA EDIL3 EFEMP2 EFNA1 EFNA5 EGFL6 EGFLAM EMILIN1 EMP2 EPB41L5 EPDR1 EPHA1 EPHA3 EPHB1 EPHB3 FAM107A FAT2 FBLN1 FBLN2 FBLN5 FER FERMT1 FERMT2 FERMT3 FGA FGB FGG FGL1 FLNA FMN1 FN1 FOXF1 FREM1 FUT1 FZD4 FZD7 GAS6 GBP1 GCNT2 GFUS GPM6B GREM1 GSK3B HAS2 HOXA7 HOXD3 HPSE HRG HSD17B12 ILK ITGA1 ITGA10 ITGA11 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA6 ITGA7 ITGA8 ITGA9 ITGAD ITGAE ITGAL ITGAM ITGAV ITGAX ITGB1 ITGB1BP1 ITGB2 ITGB3 ITGB4 ITGB5 ITGB6 ITGB7 ITGB8 ITGBL1 JAG1 JAK2 JAM3 JUP KANK1 KDR KIF14 L1CAM LAMA5 LAMB1 LAMC1 LDB1 LIMCH1 LIMS1 LIMS2 LPXN LYPD3 LYVE1 MACF1 MADCAM1 MAP4K4 MDK MELTF MERTK MICALL2 MINK1 MIR183 MIR192 MIR29C MIR503 MIR92A1 MIR939 MKLN1 MMP12 MMP14 MSLN MSLNL MUC4 MYADM MYF5 MYO1G MYOC NDNF NEDD9 NEXMIF NF1 NF2 NID1 NID2 NOTCH1 NPNT NRP1 NTN4 OLFM4 ONECUT1 ONECUT2 OTOA P4HB PARVA PARVB PARVG PDGFB PDPN PEAK1 PHLDB2 PIK3CB PIK3R1 PIP5K1A PKD1 PKHD1 PKP2 PLAU PLEKHA2 PLET1 PLG POLDIP2 POSTN PPARD PPFIA1 PPFIA2 PPM1F PREX1 PRKCE PRKCZ PRKX PTEN PTK2 PTK2B PTPRA PTPRJ PTPRK PTPRO PXN RAB1A RAC1 RAC2 RAC3 RADIL RASA1 RCC2 RELL2 RHOA RHOD RIN2 ROCK1 ROCK2 RRAS RREB1 RSU1 S100A10 SDC4 SEMA3E SERPINE1 SFRP1 SGCE SIGLEC1 SKAP1 SLC9A1 SLK SMAD3 SMAD6 SNED1 SORBS1 SORBS3 SPOCK1 SPOCK2 SPRY4 SRC SRCIN1 SRF SRGAP2 ST6GAL1 STK4 STON1 STRC STRCP1 TACSTD2 TAOK2 TBCD TECTA TEK TESK1 TESK2 THBS1 THBS3 THSD1 THY1 TIAM1 TIMM10B TLN1 TMEM8B TNN TNXB TRIOBP TRIP6 TRPM7 TSC1 TTYH1 TYRO3 UNC13D UTRN VAMP3 VCAM1 VCL VEGFA VIT VTN VWA2 VWC2 VWF WASHC2C WDPCP WHAMM WNT1 WNT4 ZYX GOBP_CELL_SUBSTRATE_JUNCTION_DISASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_SUBSTRATE_JUNCTION_DISASSEMBLY ARF6 DUSP3 IQSEC1 MAP4K4 MAPRE2 PIK3R1 PRICKLE1 STON1 GOBP_CELL_SUBSTRATE_JUNCTION_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_SUBSTRATE_JUNCTION_ORGANIZATION ABL1 ACTG1 ACTN1 ACTN2 ACTN3 ACVRL1 AJUBA APOD ARF6 ARHGAP6 ARHGEF7 BCL2 BCR CAMSAP3 CDH11 CLASP1 CLASP2 COL16A1 COL17A1 CORO1C CORO2B CTTN DAPK3 DLC1 DMTN DST DUSP22 DUSP3 EFNA5 EPB41L5 EPHA3 FAM107A FERMT2 FMN1 FN1 GPM6B GREM1 HRG IQSEC1 ITGA2 ITGA5 ITGA6 ITGB1BP1 ITGB3 ITGB4 KDR LAMA3 LAMC1 LAMTOR2 LDB1 LIMCH1 LIMS1 MACF1 MAP4K4 MAPRE2 MMP14 MYOC NRP1 PEAK1 PHLDB2 PIK3R1 PIP5K1A PLEC POLDIP2 PPM1F PRICKLE1 PTEN PTK2 PTK2B PTPRA PTPRJ PTPRK RAB8B RAC1 RCC2 RHOA RHOD ROCK1 ROCK2 S100A10 SDC4 SFRP1 SLC9A1 SLK SMAD3 SORBS1 SRC STON1 TAOK2 TEK TESK2 THBS1 THSD1 THY1 TLN1 TRIP6 TSC1 VCL VEGFA WDPCP WHAMM WNT4 GOBP_CELL_SURFACE_PATTERN_RECOGNITION_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_SURFACE_PATTERN_RECOGNITION_RECEPTOR_SIGNALING_PATHWAY ACOD1 APPL1 APPL2 BPIFB1 CD14 CHUK COLEC10 COLEC11 CYBA DAB2IP ECSIT F2RL1 FCN1 FCN2 FCN3 FFAR2 FLOT1 IFI35 IRAK1 IRAK2 IRAK4 LBP LGALS9 LILRA2 LTF LY96 LYN MAP3K7 MBL2 MFHAS1 MIR140 MIR146A MIR149 MIR20A MIR708 MYD88 NAGLU NFKBIA NINJ1 NMI NOD2 NR1D1 NR1H3 OAS1 PELI1 PIK3AP1 PIK3R1 PJA2 PRKCE PTPN22 RAB11FIP2 RAB7B RELA RIPK2 S100A14 SCIMP TICAM2 TIRAP TLR1 TLR2 TLR4 TLR5 TLR6 TMEM126A TNFAIP3 TNIP2 TNIP3 TRAF6 TREM2 TRIL WDFY1 ZNRF1 GOBP_CELL_SURFACE_RECEPTOR_SIGNALING_PATHWAY_INVOLVED_IN_HEART_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_SURFACE_RECEPTOR_SIGNALING_PATHWAY_INVOLVED_IN_HEART_DEVELOPMENT ALPK2 BMP2 CTNNB1 DKK1 DLL4 GALNT11 HAND2 HEY1 HEY2 HEYL JAG1 MESP1 MIR19B1 MKS1 MSX1 MSX2 NOTCH1 NOTCH2 RBPJ SNAI1 SNAI2 SOX17 WNT11 WNT3A WNT5A WNT8A GOBP_CELL_VOLUME_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CELL_VOLUME_HOMEOSTASIS ABCB8 ANO6 AQP1 AQP11 AQP4 CCDC51 CLCN3 CLCN6 CLN3 CLNS1A E2F4 GNB3 KCNMA1 KCNN4 LRRC8A LRRC8E NPM1 OXSR1 P2RX7 SCT SCTR SHANK3 SLC12A1 SLC12A2 SLC12A3 SLC12A4 SLC12A5 SLC12A6 SLC12A7 SLC12A8 SLC12A9 STK39 TRPV4 WNK1 WNK3 GOBP_CENP_A_CONTAINING_CHROMATIN_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CENP_A_CONTAINING_CHROMATIN_ASSEMBLY CENPA CENPI CENPN CENPP CENPW HJURP ITGB3BP MIS18A NASP OIP5 GOBP_CENTRAL_NERVOUS_SYSTEM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CENTRAL_NERVOUS_SYSTEM_DEVELOPMENT AARS1 AATK ABAT ABCA2 ABCB6 ABL1 ABT1 ACAN ACKR3 ACTB ACTL6A ADAM22 ADAM23 ADARB1 ADGRA2 ADGRG1 ADORA2A AFF2 AGBL4 AGER AGTPBP1 AGTR2 AHI1 AIM2 AK8 AKIRIN2 AKNA AKT3 ALDH1A2 ALDH1A3 ALDH3A2 ALDH5A1 ALK AMIGO1 AMIGO2 AMIGO3 ANAPC7 ANKLE2 ANP32B ANXA3 APAF1 APLP1 APLP2 APOD APP AQP1 ARCN1 ARHGAP11B ARHGAP35 ARHGEF28 ARL13B ARNT2 ARX ASCL1 ASIC2 ASPA ASPM ATAT1 ATF2 ATF5 ATG16L1 ATIC ATM ATN1 ATOH1 ATP1A2 ATP1B2 ATP2B4 ATP5PB ATP5PF ATP6AP2 ATP7A ATRN ATRX ATXN1 ATXN1L AVPR1A AVPR2 AXL B2M B3GNT5 B4GALT2 B4GALT5 B4GALT6 BAG6 BARHL1 BASP1 BAX BBS1 BBS2 BBS4 BBS7 BCAN BCL11B BCL2 BCR BGLAP BIN1 BMERB1 BMI1 BMP2 BMP4 BMP5 BMP7 BMPR1A BMPR1B BNIP3 BOK BPGM BPTF BRCA2 BRINP1 BRINP2 BRINP3 BTBD3 BTD BTG2 C12orf57 C1QA C21orf91 C2CD3 C3 C5AR1 CA10 CALM1 CALM2 CALM3 CAPG CASP3 CASP5 CBLN1 CBS CCDC134 CCDC14 CCDC141 CCDC39 CCDC85C CCKAR CD320 CD3E CDC42 CDH1 CDH11 CDH2 CDK20 CDK5 CDK5R1 CDK5R2 CDK5RAP1 CDK5RAP2 CDK5RAP3 CDK6 CDKN2C CDON CELSR1 CELSR2 CEND1 CENPF CEP120 CEP290 CERS5 CFAP43 CHD5 CHD7 CHD8 CHRD CHRNB2 CHST8 CIC CITED1 CITED2 CKB CLCF1 CLCN2 CLDN3 CLN5 CLN8 CLP1 CLU CLUAP1 CMA1 CNP CNTF CNTN1 CNTN2 CNTN4 CNTN5 CNTN6 CNTNAP1 CNTNAP2 COL2A1 COL3A1 COL4A1 COQ8B CORO1C COX6B1 COX7B CREB1 CRK CRKL CSF1R CSK CSNK1D CSNK1E CSNK2A2 CTNNA2 CTNNB1 CTNS CUL4B CX3CR1 CXCL12 CXCR2 CXCR4 CYP26C1 DAAM2 DAB1 DAB2IP DAG1 DBX1 DCC DCLK1 DCLK2 DCT DCTN1 DCX DDIT4 DHX30 DHX37 DISC1 DIXDC1 DKK1 DLC1 DLG5 DLL1 DLL4 DLX1 DLX2 DLX5 DMBX1 DMRT3 DMRTA2 DNAH5 DNAJB1 DNAJC30 DNER DOCK7 DPCD DRAXIN DRD1 DRD2 DRD3 DRGX DRP2 DSCAML1 DUSP10 DUSP15 DYNC2H1 DYNLL1 E2F1 ECRG4 EED EEF1AKMT4-ECE2 EFHC1 EFNA2 EGF EGFR EGR2 EIF2B1 EIF2B2 EIF2B3 EIF2B4 EIF2B5 ELAVL4 ELP3 EML1 EMX1 EMX2 EN1 EN2 ENSG00000274276 EOMES EPHA4 EPHA5 EPHA7 EPHB1 EPHB2 EPHB3 EPOR ERBB2 ERBB4 ERCC2 EXT1 EZH1 EZH2 F2 FA2H FAIM2 FANCC FANCD2 FAT4 FBXO45 FBXW11 FCGR2B FEZ1 FEZF1 FEZF2 FGF10 FGF13 FGF2 FGF8 FGF9 FGFR2 FKRP FLNA FOXB1 FOXC1 FOXG1 FOXJ1 FOXN4 FOXP1 FOXP2 FOXP3 FOXR1 FRS2 FUT1 FUT10 FXR1 FXR2 FYN FZD1 FZD3 FZD4 FZD6 G6PD GABRB1 GAP43 GART GAS8 GATA2 GBA1 GBA2 GBX1 GBX2 GCM1 GDF10 GDF11 GDF7 GDNF GFAP GHRH GHRHR GIGYF2 GIT1 GIT2 GLI1 GLI2 GLI3 GLIS2 GLUD1 GNB4 GNPAT GPM6B GPR158 GPR17 GPR37L1 GRHL2 GRHL3 GRIA1 GRID2 GRIK1 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRN GSC GSK3B GSN GSTP1 GSX1 GSX2 H2AX H2BC12L HAP1 HAPLN1 HAPLN2 HAPLN3 HAPLN4 HDAC1 HDAC11 HDAC2 HELT HERC1 HES1 HES5 HESX1 HIF1A HMX2 HMX3 HNF1B HNRNPD HOOK3 HOXA2 HOXB1 HOXB2 HOXB3 HOXB8 HOXC10 HOXD10 HPCAL4 HPRT1 HSD3B1 HSD3B2 HSP90AA1 HSP90AB1 HSPA5 HSPG2 HTR5A HTR6 HTRA2 HYDIN ID2 ID3 ID4 IER3IP1 IFNG IFNGR1 IFT122 IFT172 IGF1R IGF2BP1 IL1B IL1RAPL2 IL33 IL34 IL6 IL6ST IMMP2L INA INHBA INHBB INTU IRS2 ISL1 ISL2 ITGAM ITGB1 JARID2 JHY JRKL KAT2A KCNA1 KCNA2 KCNA3 KCNC1 KCNC2 KCNE1 KCNJ10 KDM1A KDM2B KDM4A KDM4B KDM6B KDM7A KIF14 KIF26A KIF27 KIFBP KIRREL3 KLHL1 KLK6 KNDC1 KRAS LAMB1 LAMB2 LAMC3 LARGE1 LBX1 LDB1 LDLR LEF1 LEP LHX1 LHX2 LHX3 LHX4 LHX5 LHX6 LHX8 LIF LIG4 LMO4 LMX1A LOXL3 LPAR1 LRP1 LRP2 LRP5 LRP6 LRP8 LRRK2 LSR LYN MACO1 MACROD2 MACROH2A2 MAFB MAG MAL MAOB MAP1S MAP2 MAP2K1 MAPK1 MAPK3 MAPKAP1 MAPT MARCKS MARCKSL1 MAS1 MAST1 MATCAP1 MBD1 MBOAT7 MBP MCPH1 MDGA1 MDGA2 MDK MECP2 MED1 MED12 MEIS1 MEIS2 MEIS3 MEIS3P1 METTL14 METTL3 MFSD2A MGARP MINK1 MIOS MIR142 MIR181B1 MIR181C MIR26A1 MKKS MNAT1 MNX1 MOBP MOG MPST MSI1 MSI2 MSX1 MT-CO1 MT-ND4 MTF1 MTOR MTPN MXRA8 MYCBP2 MYD88 MYO16 MYRF NAGLU NANOS1 NAPA NARS1 NAV2 NCAN NCKAP1 NCOA1 NCOA6 NCOR2 NCSTN NDE1 NDEL1 NDN NDNF NDP NDRG2 NDST1 NDUFS3 NDUFS4 NEFL NES NEUROD1 NEUROD2 NEUROD4 NEUROD6 NEUROG1 NEUROG2 NEUROG3 NF1 NF2 NFASC NFIB NGFR NHEJ1 NHLH1 NHLH2 NIN NIPBL NKX2-1 NKX2-2 NKX2-6 NKX6-1 NKX6-2 NLGN4X NME5 NMUR2 NNAT NODAL NOG NOTCH1 NOTCH2NLA NOTCH2NLB NOTCH2NLC NOTCH3 NOTO NOVA2 NPAS1 NPAS2 NPTX1 NPY NR0B1 NR1D1 NR2E1 NR2F2 NR3C1 NR4A2 NRCAM NRG3 NRP1 NRP2 NRROS NSUN5 NTRK2 NUMB NUMBL ODAD2 ODAD3 ODAD4 OGDH OLIG1 OLIG2 OLIG3 OPALIN OPHN1 OTP OTX1 OTX2 OXTR P2RY12 PADI2 PAFAH1B1 PALS1 PAX2 PAX5 PAX6 PAX8 PBX1 PBX2 PBX3 PBX4 PCDH18 PCDH9 PCM1 PCSK1 PDGFC PDSS2 PEX13 PEX5 PGAP1 PHACTR1 PHF8 PHGDH PHLPP2 PHOX2A PHOX2B PIAS4 PITPNM1 PITX1 PITX2 PITX3 PKD1 PKD2 PLCB1 PLP1 PLPP3 PLXDC1 PLXNA1 PLXNA2 PLXNA3 PLXNA4 PLXNB2 POMGNT1 POMK POMT2 POTEE POU1F1 POU3F1 POU3F2 POU3F3 POU3F4 POU4F1 POU6F1 POU6F2 PPP1R17 PPP1R9B PPT1 PRDM13 PRDM8 PRKDC PRKG1 PRKN PRMT5 PROP1 PROX1 PSEN1 PSMG1 PSPN PTCH1 PTCHD1 PTEN PTF1A PTN PTPN11 PTPRS PTPRZ1 PTS PYGO2 QARS1 RAB18 RAB3GAP1 RAC3 RAD1 RAN RAPGEF2 RARA RARB RAX RBBP4 RBBP7 RBPJ RECK RELN RERE RFX4 RFX8 RHEB RHOA RNF103 ROBO1 ROBO2 ROGDI ROR1 ROR2 RORA RPGRIP1L RPS6KA3 RPS6KA6 RRM1 RTN1 RTN3 RTN4 RTN4R RTN4RL1 RYK S100A1 S100A8 S100A9 S100B S1PR1 SALL1 SCIN SCN1B SCN2A SCN5A SCRIB SCT SCYL1 SCYL2 SCYL3 SDF4 SEC16A SEC24B SECISBP2 SELENOP SEMA3A SEMA3E SEMA3F SEMA4C SEMA5A SEMA6B SEMA6D SEMA7A SERPINE2 SERPINI1 SETD1A SETD2 SEZ6 SFRP1 SFRP2 SH3GL1 SH3GL2 SH3GL3 SHANK3 SHC3 SHH SHROOM2 SHROOM4 SIN3A SIRT2 SIX1 SIX3 SKI SKOR2 SLC1A1 SLC1A2 SLC23A1 SLC25A46 SLC2A1 SLC32A1 SLC38A2 SLC45A3 SLC4A10 SLC6A17 SLC6A3 SLC6A4 SLC7A11 SLC8A3 SLIT1 SLIT2 SLIT3 SLITRK5 SMAD1 SMARCA1 SMG9 SMO SNTG2 SOS1 SOX1 SOX10 SOX11 SOX12 SOX13 SOX2 SOX3 SOX4 SOX6 SOX8 SOX9 SPATA5 SPEF2 SPG11 SPHK1 SPHK2 SPINK5 SPOCK1 SPTBN1 SPTBN2 SPTBN4 SRC SRD5A1 SRD5A2 SRF SRGAP2 SRGAP2C SRSF1 SSBP3 SSTR1 SSTR2 SSTR3 SSTR4 STAT3 STIL STK3 STK36 STK4 STXBP3 SUDS3 SUFU SUN1 SUN2 SUZ12 SYNE2 SYNGR3 SYPL2 SZT2 TACC1 TACC2 TACC3 TAF1 TAGLN3 TAL1 TAL2 TAOK1 TBC1D23 TBR1 TBX1 TBX19 TBX20 TBX3 TCTN1 TENM4 TFAP2A TFAP2D TGFB1 TGFBR2 TH THOC6 TLR2 TLR4 TLX3 TMEM108 TMEM14B TMEM98 TMX2 TNF TNFRSF1B TNFRSF21 TNR TOP2B TOX TP53 TP73 TPP1 TPPP TRA2B TRAPPC9 TREM2 TRNP1 TRPC4 TRPV1 TSC1 TSKU TSPAN2 TTBK1 TTBK2 TTC21B TTC36 TTC8 TTLL1 TTPA TUBA1A TUBB2A TUBB2B TUBGCP2 TULP3 TWSG1 TYRO3 TYROBP UBA6 UBB UBE3A UCHL5 UFC1 UFM1 UGP2 UGT8 UNC5C UNCX UPF3B UQCRQ UTP3 VAX1 VAX2 VCAN VCX VCX2 VCX3A VCX3B VCY VCY1B VIM VIT VLDLR VPS13B VPS4B VPS51 VPS54 VSTM5 VTN WASF3 WDR1 WDR37 WDR47 WDR62 WDR89 WHRN WLS WNT1 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT7A WNT7B WNT9B WWP1 XRCC1 XRN2 YWHAE YWHAH YWHAQ ZBTB16 ZC4H2 ZDHHC16 ZEB1 ZEB2 ZIC1 ZIC2 ZIC3 ZIC4 ZIC5 ZMIZ1 ZNF148 ZNF335 ZNF365 ZNF430 ZNF488 ZNF76 ZPR1 ZSWIM6 GOBP_CENTRAL_NERVOUS_SYSTEM_MATURATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CENTRAL_NERVOUS_SYSTEM_MATURATION ARCN1 ATP6AP2 CDK5R1 CDK5R2 CEND1 CX3CR1 RERE GOBP_CENTRAL_NERVOUS_SYSTEM_MYELIN_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CENTRAL_NERVOUS_SYSTEM_MYELIN_FORMATION ABCA2 CNTN1 ERCC2 MAG MIOS MOBP TENM4 TLR2 GOBP_CENTRAL_NERVOUS_SYSTEM_MYELIN_MAINTENANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CENTRAL_NERVOUS_SYSTEM_MYELIN_MAINTENANCE CLU FA2H MIR26A1 MYRF PTEN GOBP_CENTRAL_NERVOUS_SYSTEM_NEURON_AXONOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CENTRAL_NERVOUS_SYSTEM_NEURON_AXONOGENESIS ADARB1 ARHGAP35 ARHGEF28 B4GALT5 B4GALT6 C12orf57 CDH11 CHRNB2 DCC DCLK1 DRAXIN EPHA4 EPHB1 EPHB2 EPHB3 FBXO45 GLI2 HSP90AA1 HSP90AB1 KIFBP MYCBP2 NDEL1 NFIB NIN NR2E1 NR4A2 PAFAH1B1 PHOX2B PLXNA4 PRDM8 PTEN SCN1B SLIT2 SPG11 SPTBN4 SZT2 TCTN1 TSKU WDR47 GOBP_CENTRAL_NERVOUS_SYSTEM_NEURON_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CENTRAL_NERVOUS_SYSTEM_NEURON_DEVELOPMENT ADARB1 AGBL4 AGTPBP1 ARHGAP35 ARHGEF28 ARX ASCL1 ATP7A B4GALT5 B4GALT6 BRINP1 BTG2 C12orf57 CDH11 CDK5 CHRNB2 CNTN2 DCC DCLK1 DCLK2 DISC1 DRAXIN DRD1 DRD2 EPHA4 EPHB1 EPHB2 EPHB3 FBXO45 FEZF2 FGF8 FGFR2 FOXG1 GABRB1 GATA2 GBA2 GBX2 GLI2 HPRT1 HSP90AA1 HSP90AB1 KIFBP LEP LHX6 LHX8 MAP2 MAPT MYCBP2 NDEL1 NDNF NFIB NHLH2 NIN NOVA2 NPY NR2E1 NR4A2 NRP1 NRP2 NTRK2 OGDH PAFAH1B1 PALS1 PHOX2B PLXNA1 PLXNA3 PLXNA4 PRDM8 PTEN RAC3 RAPGEF2 SCN1B SCYL2 SECISBP2 SEMA3E SLC4A10 SLIT2 SOX1 SPG11 SPTBN4 SZT2 TAOK1 TCTN1 TSKU TTC36 UBB UQCRQ WDR47 ZMIZ1 GOBP_CENTRAL_NERVOUS_SYSTEM_NEURON_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CENTRAL_NERVOUS_SYSTEM_NEURON_DIFFERENTIATION ABT1 ADARB1 AGBL4 AGTPBP1 ARHGAP35 ARHGEF28 ARX ASCL1 ATP7A B2M B4GALT5 B4GALT6 BCL11B BMPR1A BMPR1B BRINP1 BRINP2 BRINP3 BTG2 C12orf57 C21orf91 CBLN1 CDH11 CDK5 CEND1 CHD5 CHRNB2 CLN8 CNTN2 CSF1R DBX1 DCC DCLK1 DCLK2 DISC1 DLL4 DLX1 DLX2 DMRT3 DRAXIN DRD1 DRD2 DYNC2H1 ELAVL4 EMX1 EOMES EPHA4 EPHB1 EPHB2 EPHB3 FAIM2 FBXO45 FEZF2 FGF8 FGFR2 FOXG1 FOXN4 GABRB1 GATA2 GBA2 GBX1 GBX2 GDF7 GIGYF2 GLI2 GLI3 GRID2 GSX1 GSX2 HERC1 HES1 HES5 HOXC10 HOXD10 HPRT1 HSP90AA1 HSP90AB1 ID4 IFT172 INHBA ISL1 ISL2 KIFBP KNDC1 LBX1 LDB1 LEP LHX1 LHX3 LHX4 LHX5 LHX6 LHX8 LMO4 LMX1A MAP2 MAPT MDGA1 MDGA2 MNX1 MTPN MYCBP2 NDEL1 NDNF NFIB NHLH2 NIN NKX2-1 NKX2-2 NKX6-1 NOVA2 NPY NR2E1 NR4A2 NRP1 NRP2 NTRK2 OGDH OLIG2 OLIG3 OPHN1 OTP PAFAH1B1 PALS1 PAX6 PEX5 PHOX2A PHOX2B PLXNA1 PLXNA3 PLXNA4 POU4F1 PRDM8 PROX1 PSEN1 PTCH1 PTEN RAC3 RAPGEF2 RORA SCN1B SCYL1 SCYL2 SCYL3 SECISBP2 SEMA3E SHANK3 SHH SIN3A SKOR2 SLC25A46 SLC4A10 SLIT2 SMO SOX1 SPG11 SPOCK1 SPTBN4 SUFU SZT2 TAL1 TAOK1 TBR1 TBX20 TCTN1 TOX TSKU TTC21B TTC36 TTLL1 TULP3 UBB UQCRQ WDR47 WNT1 WNT3A WNT7A ZC4H2 ZMIZ1 ZNF335 ZSWIM6 GOBP_CENTRAL_NERVOUS_SYSTEM_PROJECTION_NEURON_AXONOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CENTRAL_NERVOUS_SYSTEM_PROJECTION_NEURON_AXONOGENESIS ADARB1 C12orf57 CDH11 CHRNB2 DCC DCLK1 DRAXIN EPHA4 EPHB1 EPHB2 EPHB3 FBXO45 GLI2 KIFBP MYCBP2 NFIB NIN NR2E1 NR4A2 PAFAH1B1 PLXNA4 PRDM8 SCN1B SLIT2 SPG11 SPTBN4 SZT2 TSKU WDR47 GOBP_CENTRIOLE_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CENTRIOLE_ASSEMBLY ALMS1 BRCA1 C10orf90 C2CD3 CCDC57 CCDC61 CCDC78 CCP110 CDC20B CDK2 CDK5RAP2 CENPJ CEP120 CEP135 CEP152 CEP192 CEP295 CEP295NL CEP44 CEP63 CEP72 CEP76 CEP85 CETN1 CETN2 CHMP2A CNTROB DEUP1 E2F4 KAT2A KAT2B KIAA0753 MCIDAS MDM1 NPM1 NUP62 OFD1 PLK2 PLK4 POC1B PPP1R35 RBM14 RTTN SASS6 SPICE1 STIL TRIM37 VPS4B WDR62 GOBP_CENTRIOLE_CENTRIOLE_COHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CENTRIOLE_CENTRIOLE_COHESION CCDC102B CEP135 CEP250 CEP44 CEP68 CNTLN CROCC CTNNB1 DCTN1 KIF3A NEK2 NIN ODF2 RTTN SGO1 GOBP_CENTRIOLE_ELONGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CENTRIOLE_ELONGATION C2CD3 CCP110 CENPJ CEP120 CEP295 CHMP2A PPP1R35 VPS4B GOBP_CENTROMERE_COMPLEX_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CENTROMERE_COMPLEX_ASSEMBLY CENPA CENPC CENPE CENPF CENPH CENPI CENPK CENPN CENPO CENPP CENPT CENPV CENPW CENPX DLGAP5 H3-3A H3-3B HJURP ITGB3BP KNTC1 MIS12 MIS18A NASP OIP5 POGZ RB1 RNF4 SENP6 SUGT1 TRAPPC12 GOBP_CENTROMERIC_SISTER_CHROMATID_COHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CENTROMERIC_SISTER_CHROMATID_COHESION AXIN2 BOD1 BUB1 BUB1B CTCF CTNNB1 MEIKIN NAA10 NAA50 PPP2R1A SGO1 GOBP_CENTROSOME_DUPLICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CENTROSOME_DUPLICATION ALMS1 ARHGEF10 BRCA1 BRCA2 BRSK1 C10orf90 C2CD3 CCDC57 CCNF CCP110 CDK2 CDK5RAP2 CENATAC CENPJ CEP120 CEP131 CEP135 CEP152 CEP192 CEP295 CEP295NL CEP44 CEP63 CEP72 CEP76 CEP85 CETN1 CETN2 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4B CHMP4C CHMP5 CHORDC1 CKAP5 CNTROB DEUP1 FBXW5 GEN1 KAT2A KAT2B KIAA0753 MDM1 NAT10 NDC80 NDE1 NPM1 NUBP1 NUP62 OFD1 PDCD6IP PKD2 PKHD1 PLK2 PLK4 POC1B PPP1R35 RAB6C RBM14 ROCK2 RTTN SAC3D1 SASS6 SIRT1 SPICE1 STIL TMEM67 TRIM37 USP33 VPS4B WDR62 XPO1 XRCC3 GOBP_CENTROSOME_SEPARATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CENTROSOME_SEPARATION AURKA CEP85 CHEK1 CNTROB KIF11 KIF25 KIF3B MAP9 NDE1 NDEL1 NEK2 NSFL1C NUP62 RANBP1 UBXN2B GOBP_CERAMIDE_1_PHOSPHATE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CERAMIDE_1_PHOSPHATE_TRANSPORT CERT1 CPTP GLTP GLTPD2 MTTP PLEKHA8 PLEKHA8P1 GOBP_CERAMIDE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CERAMIDE_BIOSYNTHETIC_PROCESS AGK ALOX12B ALOXE3 ASAH1 ASAH2 B3GALT1 B3GALT2 B3GALT4 B4GALNT1 B4GALT3 B4GALT4 B4GALT5 B4GALT6 C20orf173 CCN1 CERS1 CERS2 CERS3 CERS4 CERS5 CERS6 CLN8 CYP4F22 DEGS1 DEGS2 ELOVL1 ENPP7 FA2H GAL3ST1 GBA1 ORMDL1 ORMDL2 ORMDL3 P2RX1 P2RX7 PLA2G6 PNPLA1 PRKAA1 PRKCD SAMD8 SGMS1 SGMS2 SIRT3 SMPD1 SMPD2 SMPD4 SPHK1 SPHK2 SPTLC1 SPTLC2 SPTLC3 SPTSSA SPTSSB ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL5 ST6GALNAC3 ST6GALNAC4 ST6GALNAC5 ST6GALNAC6 ST8SIA2 ST8SIA3 ST8SIA4 ST8SIA6 TLCD3B UGCG UGT8 GOBP_CERAMIDE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CERAMIDE_CATABOLIC_PROCESS ACER1 ACER2 ACER3 ASAH1 ASAH2 ASAH2B CEL GALC GBA1 GBA2 GBA3 GLA GM2A HEXA HEXB LCT NEU1 NEU2 NEU3 NEU4 PRKCD GOBP_CERAMIDE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CERAMIDE_METABOLIC_PROCESS ABCA12 ABCA2 ACER1 ACER2 ACER3 AGK ALOX12B ALOXE3 ASAH1 ASAH2 ASAH2B B3GALT1 B3GALT2 B3GALT4 B4GALNT1 B4GALT3 B4GALT4 B4GALT5 B4GALT6 C20orf173 CCN1 CEL CERK CERS1 CERS2 CERS3 CERS4 CERS5 CERS6 CERT1 CLN6 CLN8 CYP4F22 DEGS1 DEGS2 ELOVL1 ENPP7 FA2H FUT3 FUT5 FUT6 FUT7 GAL3ST1 GALC GBA1 GBA2 GBA3 GLA GM2A HEXA HEXB HTRA2 ITGB8 LCT NAGLU NEU1 NEU2 NEU3 NEU4 NSMAF ORMDL1 ORMDL2 ORMDL3 P2RX1 P2RX7 PLA2G15 PLA2G6 PLPP1 PLPP2 PLPP3 PNPLA1 PPP2CA PPP2R1A PRKAA1 PRKCD SAMD8 SGMS1 SGMS2 SGPL1 SIRT3 SMPD1 SMPD2 SMPD3 SMPD4 SPHK1 SPHK2 SPTLC1 SPTLC2 SPTLC3 SPTSSA SPTSSB ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL5 ST6GALNAC3 ST6GALNAC4 ST6GALNAC5 ST6GALNAC6 ST8SIA2 ST8SIA3 ST8SIA4 ST8SIA6 TLCD3B TM9SF2 UGCG UGT8 GOBP_CERAMIDE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CERAMIDE_TRANSPORT ABCA12 ABCA13 ABCA2 ABCB1 ABCB4 CERT1 CPTP GLTP GLTPD2 MTTP OSBP PLEKHA8 PLEKHA8P1 PLTP PSAP SGPP1 VAPA GOBP_CEREBELLAR_CORTEX_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CEREBELLAR_CORTEX_DEVELOPMENT AARS1 AGTPBP1 ARCN1 ATP7A B4GALT2 CBLN1 CDK5 CEND1 CLP1 COQ8B DLL1 EZH2 FAIM2 GBA1 GLI1 GLI2 GRID2 HERC1 HSPA5 KIF14 KLHL1 KNDC1 LDB1 LHX1 LHX5 MAP2K1 MDK MTPN NAGLU NEUROD2 OGDH OPHN1 PROX1 PTPN11 RERE RORA SERPINE2 SEZ6 SKOR2 SLC25A46 SMO SPTBN2 TRNP1 TTBK2 TTC21B TTLL1 TUBA1A UQCRQ WHRN WNT7A ZNF365 GOBP_CEREBELLAR_CORTEX_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CEREBELLAR_CORTEX_FORMATION AGTPBP1 ATP7A CBLN1 CDK5 CEND1 DLL1 FAIM2 GBA1 GRID2 HERC1 KNDC1 LDB1 LHX1 LHX5 MAP2K1 MTPN OPHN1 PROX1 PTPN11 RORA SKOR2 SLC25A46 TTC21B TTLL1 WHRN WNT7A GOBP_CEREBELLAR_CORTEX_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CEREBELLAR_CORTEX_MORPHOGENESIS AGTPBP1 ATP7A CBLN1 CDK5 CEND1 COQ8B DLL1 FAIM2 GBA1 GLI1 GLI2 GRID2 HERC1 KIF14 KNDC1 LDB1 LHX1 LHX5 MAP2K1 MTPN OPHN1 PROX1 PTPN11 RORA SERPINE2 SKOR2 SLC25A46 SMO SPTBN2 TRNP1 TTC21B TTLL1 TUBA1A WHRN WNT7A ZNF365 GOBP_CEREBELLAR_GRANULAR_LAYER_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CEREBELLAR_GRANULAR_LAYER_DEVELOPMENT CBLN1 CEND1 FAIM2 GRID2 KIF14 KNDC1 MDK MTPN OPHN1 PROX1 SERPINE2 TTBK2 WNT7A GOBP_CEREBELLAR_GRANULAR_LAYER_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CEREBELLAR_GRANULAR_LAYER_FORMATION CBLN1 GRID2 KNDC1 MTPN OPHN1 PROX1 WNT7A GOBP_CEREBELLAR_GRANULAR_LAYER_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CEREBELLAR_GRANULAR_LAYER_MORPHOGENESIS CBLN1 GRID2 KIF14 KNDC1 MTPN OPHN1 PROX1 SERPINE2 WNT7A GOBP_CEREBELLAR_PURKINJE_CELL_GRANULE_CELL_PRECURSOR_CELL_SIGNALING_INVOLVED_IN_REGULATION_OF_GRANULE_CELL_PRECURSOR_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CEREBELLAR_PURKINJE_CELL_GRANULE_CELL_PRECURSOR_CELL_SIGNALING_INVOLVED_IN_REGULATION_OF_GRANULE_CELL_PRECURSOR_CELL_PROLIFERATION GLI1 LHX1 LHX5 SHH SMO GOBP_CEREBELLAR_PURKINJE_CELL_LAYER_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CEREBELLAR_PURKINJE_CELL_LAYER_DEVELOPMENT AARS1 AGTPBP1 ARCN1 ATP7A B4GALT2 CEND1 COQ8B DLL1 FAIM2 GBA1 HERC1 HSPA5 KIF14 KLHL1 LDB1 LHX1 LHX5 NAGLU RERE RORA SEZ6 SKOR2 SLC25A46 SPTBN2 TTC21B TTLL1 UQCRQ WHRN GOBP_CEREBELLAR_PURKINJE_CELL_LAYER_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CEREBELLAR_PURKINJE_CELL_LAYER_FORMATION AGTPBP1 ATP7A CEND1 FAIM2 GBA1 HERC1 LDB1 LHX1 LHX5 RORA SKOR2 SLC25A46 TTC21B TTLL1 WHRN GOBP_CEREBELLAR_PURKINJE_CELL_LAYER_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CEREBELLAR_PURKINJE_CELL_LAYER_MORPHOGENESIS AGTPBP1 ATP7A CEND1 COQ8B DLL1 FAIM2 GBA1 HERC1 KIF14 LDB1 LHX1 LHX5 RORA SKOR2 SLC25A46 SPTBN2 TTC21B TTLL1 WHRN GOBP_CEREBRAL_CORTEX_CELL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CEREBRAL_CORTEX_CELL_MIGRATION ADGRG1 ARX BMERB1 CCDC141 CDK5 CDK5R1 CDK5R2 COL3A1 CTNNB1 DAB1 DAB2IP DISC1 DIXDC1 EFHC1 EGFR FBXO45 FGF13 FOXG1 FUT10 GLI3 HTR6 LAMB1 LHX6 LRP8 MBOAT7 MDGA1 NDEL1 NKX2-1 NR2E1 P2RY12 PAFAH1B1 PEX13 PEX5 POU3F2 POU3F3 PSEN1 RELN RHOA ROBO1 RTN4 SLIT2 SRGAP2 SRGAP2C SUN1 SUN2 SYNE2 WDR47 ZMIZ1 GOBP_CEREBRAL_CORTEX_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CEREBRAL_CORTEX_DEVELOPMENT ADGRG1 AKIRIN2 ARHGAP11B ARX ASCL1 ASPM ATIC ATOH1 BAX BBS1 BBS2 BBS4 BMERB1 BNIP3 BTBD3 CCDC141 CCDC85C CDH2 CDK5 CDK5R1 CDK5R2 CDON CEP120 CNTNAP2 COL3A1 CRK CRKL CSNK2A2 CTNNB1 DAB1 DAB2IP DISC1 DIXDC1 DMRTA2 EFHC1 EGFR EMX1 EMX2 EOMES FAT4 FBXO45 FGF13 FLNA FOXG1 FOXP2 FUT10 GART GLI3 GRIA1 GSK3B H2AX HIF1A HTR6 KCNA1 KCNA2 KDM1A KIF14 KIF26A LAMB1 LHX2 LHX6 LRP8 MBOAT7 MCPH1 MDGA1 MDK MECP2 MGARP MKKS NARS1 NCOA1 NDE1 NDEL1 NEFL NF1 NKX2-1 NOTCH2NLA NOTCH2NLB NOTCH2NLC NPY NR2E1 NSUN5 NTRK2 P2RY12 PAFAH1B1 PALS1 PAX5 PAX6 PEX13 PEX5 PHACTR1 PLCB1 POU3F2 POU3F3 PPP1R9B PSEN1 PTPRS RELN RHOA ROBO1 RTN4 SLC2A1 SLC38A2 SLIT2 SMO SRD5A1 SRGAP2 SRGAP2C SUN1 SUN2 SYNE2 TACC1 TACC2 TACC3 TBR1 TH TMEM14B TRA2B TRAPPC9 TSC1 TUBA1A TUBB2A TUBB2B WDR47 WDR62 YWHAE ZMIZ1 GOBP_CEREBRAL_CORTEX_GABAERGIC_INTERNEURON_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CEREBRAL_CORTEX_GABAERGIC_INTERNEURON_DEVELOPMENT ARX CNTN2 DRD1 DRD2 FEZF2 LHX6 RAC3 GOBP_CEREBRAL_CORTEX_GABAERGIC_INTERNEURON_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CEREBRAL_CORTEX_GABAERGIC_INTERNEURON_DIFFERENTIATION ARX ASCL1 CNTN2 DLX1 DLX2 DRD1 DRD2 FEZF2 LHX6 NKX2-1 RAC3 GOBP_CEREBRAL_CORTEX_NEURON_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CEREBRAL_CORTEX_NEURON_DIFFERENTIATION ARX ASCL1 C21orf91 CHD5 CNTN2 DLX1 DLX2 DRD1 DRD2 ELAVL4 EMX1 EOMES FEZF2 HES1 HPRT1 ID4 LHX6 NKX2-1 NR2E1 OPHN1 PAFAH1B1 PEX5 PSEN1 RAC3 SIN3A TOX ZNF335 GOBP_CEREBRAL_CORTEX_RADIALLY_ORIENTED_CELL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CEREBRAL_CORTEX_RADIALLY_ORIENTED_CELL_MIGRATION ADGRG1 BMERB1 CCDC141 CDK5 CDK5R1 CDK5R2 COL3A1 CTNNB1 DAB1 DAB2IP DISC1 DIXDC1 FBXO45 FOXG1 FUT10 GLI3 LAMB1 LHX6 LRP8 MBOAT7 MDGA1 NDEL1 NR2E1 P2RY12 PAFAH1B1 POU3F2 POU3F3 RELN RTN4 SRGAP2 SRGAP2C SUN1 SUN2 SYNE2 WDR47 ZMIZ1 GOBP_CEREBRAL_CORTEX_REGIONALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CEREBRAL_CORTEX_REGIONALIZATION ADGRG1 DMRTA2 EMX1 EMX2 EOMES PAX6 TRA2B GOBP_CEREBRAL_CORTEX_TANGENTIAL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CEREBRAL_CORTEX_TANGENTIAL_MIGRATION ARX FBXO45 LHX6 RELN ROBO1 SLIT2 GOBP_CEREBROSPINAL_FLUID_CIRCULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CEREBROSPINAL_FLUID_CIRCULATION AQP4 CCDC39 CFAP221 CFAP43 CFAP45 CFAP54 DAW1 DNAAF11 DNAH9 JHY KATNIP NHERF1 ODAD3 ODAD4 SPAG16 GOBP_CGMP_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CGMP_BIOSYNTHETIC_PROCESS GUCY1A1 GUCY1A2 GUCY1B1 GUCY2C GUCY2D GUCY2F NPPA NPPB NPPC NPR1 NPR2 GOBP_CGMP_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CGMP_CATABOLIC_PROCESS PDE10A PDE1A PDE2A PDE5A PDE9A GOBP_CGMP_MEDIATED_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CGMP_MEDIATED_SIGNALING ADNP ADORA2B APOE AQP1 CD36 CGAS EDNRB ENSG00000290147 GUCA1A GUCA2B GUCY1A1 GUCY1A2 GUCY1B1 GUCY2D GUCY2F HTR2B HTR2C INS IRAG1 KCNC2 MTNR1B NHERF4 NPPA NPPB NPPC NPR1 PDE10A PDE11A PDE2A PDE3A PRKG1 RUNDC3A THBS1 GOBP_CGMP_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CGMP_METABOLIC_PROCESS GUCY1A1 GUCY1A2 GUCY1B1 GUCY2C GUCY2D GUCY2F NPPA NPPB NPPC NPR1 NPR2 PDE10A PDE1A PDE2A PDE5A PDE9A RORA GOBP_CHAPERONE_COFACTOR_DEPENDENT_PROTEIN_REFOLDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CHAPERONE_COFACTOR_DEPENDENT_PROTEIN_REFOLDING BAG1 CD74 DNAJB1 DNAJB12 DNAJB13 DNAJB14 DNAJB4 DNAJB5 DNAJC18 DNAJC7 ERO1A GAK HSPA13 HSPA14 HSPA1A HSPA1B HSPA1L HSPA2 HSPA5 HSPA6 HSPA7 HSPA8 HSPA9 HSPE1 HSPH1 PTGES3 SDF2 SDF2L1 ST13 TOR1A TOR1B TOR2A GOBP_CHAPERONE_MEDIATED_AUTOPHAGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CHAPERONE_MEDIATED_AUTOPHAGY ATG5 ATP13A2 BAG3 CLU CTSA EEF1A1 EEF1A2 GFAP HSP90AA1 HSPA8 LAMP2 PLK3 SNCA SNRNP70 STUB1 GOBP_CHAPERONE_MEDIATED_PROTEIN_COMPLEX_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CHAPERONE_MEDIATED_PROTEIN_COMPLEX_ASSEMBLY APCS BBS10 BBS12 CCT2 CLU HOPX HSP90AA1 HSP90AB1 HSPA1A HSPA4 HSPD1 LONP1 MKKS NDUFAF1 PFDN6 PSMG1 PSMG2 PSMG3 PTGES3 PTGES3L STUB1 THEG TMEM35A GOBP_CHAPERONE_MEDIATED_PROTEIN_FOLDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CHAPERONE_MEDIATED_PROTEIN_FOLDING BAG1 CCT2 CCT3 CCT4 CCT5 CCT6A CCT7 CCT8 CD74 CHORDC1 CLU CRTAP CSNK2A1 DFFA DNAJB1 DNAJB12 DNAJB13 DNAJB14 DNAJB2 DNAJB3 DNAJB4 DNAJB5 DNAJB6 DNAJB7 DNAJB8 DNAJC18 DNAJC24 DNAJC5 DNAJC7 ERO1A FKBP11 FKBP2 FKBP4 FKBP5 GAK HSPA13 HSPA14 HSPA1A HSPA1B HSPA1L HSPA2 HSPA5 HSPA6 HSPA7 HSPA8 HSPA9 HSPB1 HSPB6 HSPE1 HSPH1 P3H1 PDCD5 PDCL3 PDIA4 PEX19 PFDN1 PFDN2 PFDN4 PFDN5 PFDN6 PPIB PPID PTGES3 SDF2 SDF2L1 ST13 TCP1 TOR1A TOR1B TOR2A TRAP1 UMOD UNC45A UNC45B VBP1 GOBP_CHEMICAL_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CHEMICAL_HOMEOSTASIS ABCA1 ABCA12 ABCA2 ABCA3 ABCA5 ABCB11 ABCB4 ABCB6 ABCB7 ABCC6 ABCC8 ABCD1 ABCG1 ABCG4 ABCG5 ABCG8 ABHD4 ABHD5 ABL1 ACACA ACE ACO1 ACOX1 ACOX2 ACOX3 ACOXL ACSM1 ACSM2A ACSM3 ADCK1 ADCY5 ADCY6 ADCY8 ADGRF5 ADIPOQ ADIPOR1 ADIPOR2 ADISSP ADNP ADORA1 ADRA2A AFG3L2 AGER AGT AGTR1 AKAP11 AKAP6 AKR1B1 AKR1C1 AKT1 ALAS2 ALOX5 ALPL ANGPTL3 ANGPTL4 ANGPTL8 ANK2 ANK3 ANKH ANKRD9 ANO1 ANXA6 AP3B1 APLNR APOA1 APOA2 APOA4 APOA5 APOB APOC2 APOC3 APOC4 APOE APOM APP APPL2 AQP1 AQP11 AQP2 AQP3 AQP4 AQP6 ARF1 ASL ASPSCR1 ATF4 ATG5 ATOX1 ATP12A ATP13A1 ATP13A2 ATP13A3 ATP13A4 ATP13A5 ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP1B1 ATP1B2 ATP1B3 ATP2A1 ATP2A2 ATP2A3 ATP2B1 ATP2B2 ATP2B3 ATP2B4 ATP2C1 ATP2C2 ATP4A ATP4B ATP5F1B ATP6AP1 ATP6AP2 ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1D ATP6V1F ATP6V1G1 ATP6V1H ATP7A ATP7B AVP AVPR1A B2M BACE2 BAD BAIAP3 BAK1 BAX BCAP31 BCL2 BDH2 BDKRB1 BECN2 BGLAP BHLHA15 BMP6 BNIP1 BNIP3 BOK BOLA1 BOLA2 BOLA2B BOLA3 BPIFA1 BRSK2 BTBD9 C19orf12 C1QTNF12 C1QTNF3 C2CD2L CA12 CA2 CA7 CACNA1C CACNA1S CACNB2 CACNB4 CALB1 CALB2 CALCA CALCB CALM1 CALM2 CALM3 CALR CAMK2D CAPN3 CARTPT CASQ1 CASQ2 CASR CAV1 CAV2 CAV3 CCDC115 CCDC186 CCDC22 CCDC47 CCKBR CCL1 CCL11 CCL13 CCL14 CCL15 CCL19 CCL21 CCL23 CCL3 CCL5 CCL7 CCL8 CCN4 CCR1 CCR2 CCR5 CCR7 CD19 CD24 CD40 CDH23 CDH5 CDK16 CEBPA CEMIP CERT1 CES1 CETP CFTR CHD7 CHERP CHP1 CHRNA7 CIAO3 CIB2 CIB3 CLCN3 CLDN16 CLIC2 CLIC4 CLN3 CLN5 CLN6 CLN8 CLTRN CMA1 CMKLR2 CNBP CNGB1 CNNM1 CNNM2 CNNM3 CNNM4 CNR1 COMMD1 COMMD9 CORIN CORO1A COX11 COX19 CP CPB2 CPS1 CREG1 CRTC2 CRY1 CRY2 CSMD1 CSRP3 CTNS CTRC CTSH CUTC CX3CL1 CXCL10 CXCL11 CXCL12 CXCL9 CYB561 CYB561A3 CYB561D2 CYB5R4 CYBA CYBRD1 CYP11B1 CYP11B2 CYP27B1 CYP39A1 CYP4A11 CYP4F12 CYP4F2 CYP7A1 CYP7B1 DBH DDIT3 DDX3X DGAT1 DGAT2 DHPS DHRS7C DIAPH1 DISC1 DISP3 DMD DMPK DMXL1 DMXL2 DRD1 DRD2 DRD3 DRD4 DRD5 DUSP29 EDN1 EDN2 EDN3 EDNRA EDNRB EFNA5 EGLN1 EHD1 EIF2AK1 ELANE ENPP1 ENPP3 ENPP7 ENY2 EPAS1 EPB42 EPHA5 EPHX2 ERC2 ERFE ERN1 ERO1A EXT1 EXT2 F2 F2R F2RL3 FABP3 FABP4 FABP5 FAM20A FASLG FATE1 FBXL5 FBXW7 FECH FFAR1 FFAR2 FGF2 FGF21 FGF23 FGFR4 FIS1 FITM2 FKBP1A FKBP1B FKBP1C FLNA FLVCR1 FOSL2 FOXA1 FOXA2 FOXA3 FOXK1 FOXK2 FOXO1 FRRS1 FTH1 FTH1P19 FTHL17 FTL FTMT FUNDC2 FXN FXYD2 FZD9 G6PC1 G6PC2 GAS6 GATA4 GCG GCGR GCK GCKR GCLC GCLM GCM2 GDF2 GHITM GHRL GIP GJB6 GLRX3 GLRX5 GLS GOT1 GP1BA GP1BB GP5 GP9 GPAM GPER1 GPI GPIHBP1 GPLD1 GPR12 GPR21 GPR27 GPR3 GPR68 GPR89A GPR89B GPX1 GRAMD1B GRIA1 GRID2IP GRIK2 GRIN1 GRINA GRM1 GRM2 GRM5 GRN GSTM2 GSTO1 GSTP1 HAMP HAP1 HAS2 HCRTR1 HCRTR2 HDAC9 HECTD4 HEPHL1 HERPUD1 HEXB HFE HIF1A HJV HK1 HK2 HK3 HKDC1 HLA-DRB1 HMOX1 HNF1A HNF4A HPX HRC HSP90B1 HTR1B HTR2A HTR2B HTR2C HTT HVCN1 HYAL2 IBTK ICAM1 IFNG IGF1R IGFBP5 IL13 IL18 IL1A IL6 IMMT INPP5K INS INSIG1 INSR IREB2 IRS1 IRS2 ISCU ITGB3 ITGB6 ITPR1 ITPR2 ITPR3 JAGN1 JPH1 JPH2 JPH3 JPH4 JSRP1 KAT5 KCNA1 KCNA5 KCNB1 KCNE3 KCNH2 KCNJ10 KCNJ2 KCNMA1 KCNQ1 KCTD17 KCTD7 KDR KEL KL KLF15 KLF7 KLHL3 LACC1 LACRT LAMTOR1 LCAT LCK LDLR LDLRAP1 LEP LEPR LETM1 LGSN LHCGR LIMA1 LIME1 LIN28A LIPA LIPC LIPG LPCAT1 LPL LRP5 LRRC8A LRRC8D LRRK2 LYN MAIP1 MALL MALRD1 MAPK1 MAPK3 MBD5 MBL2 MC3R MCOLN1 MCOLN2 MCOLN3 MCU MCUB MCUR1 MED13 METTL21C MICU1 MICU2 MICU3 MINAR2 MIR1-1 MIR103A1 MIR128-1 MIR132 MIR133A1 MIR144 MIR146A MIR148A MIR15A MIR16-1 MIR182 MIR185 MIR19B1 MIR208A MIR210 MIR27B MIR302A MIR30C1 MIR320A MIR320B1 MIR320B2 MIR320C1 MIR320C2 MIR320D1 MIR320D2 MIR320E MIR337 MIR33A MIR33B MIR34A MIR379 MIR590 MIR93 MIRLET7G MLLT6 MLXIPL MPC2 MT1A MT1B MT1DP MT1E MT1F MT1G MT1H MT1HL1 MT1M MT1X MT2A MT3 MT4 MTCH2 MTLN MTNR1B MTTP MYC MYLIP MYO5B NADK NAGLU NAPSA NCF1 NCOA4 NCOA5 NDFIP1 NDUFAF2 NEO1 NEUROD1 NGFR NHERF1 NKIRAS1 NKIRAS2 NKX6-1 NNT NOL3 NOS1 NOX1 NOX4 NPC1 NPC1L1 NPC2 NPPB NPPC NPR1 NPSR1 NPTN NPTX1 NR1D1 NR1D2 NR1H2 NR1H3 NR1H4 NR5A2 NT5E NTSR1 NUBP1 NUCKS1 NUS1 OAS1 OBP2A OCA2 OPRK1 OR10J5 ORMDL1 ORMDL2 ORMDL3 OSBP OTC P2RX1 P2RX7 P2RY1 P2RY2 P2RY4 P2RY6 PACS2 PARK7 PAX2 PAX6 PCK1 PCK2 PCSK9 PDE4D PDE8B PDK2 PDK3 PDK4 PDPK1 PDX1 PDZD8 PFKM PICALM PIH1D1 PIK3CA PIK3CB PIK3R1 PIK3R2 PIM3 PKD2 PKHD1 PLA2G10 PLA2G12B PLA2G6 PLCB1 PLCB2 PLCB3 PLCB4 PLCD1 PLCE1 PLCG1 PLCG2 PLCH1 PLCH2 PLN PLSCR3 PML PNPLA1 PNPLA2 PNPLA3 PNPLA4 PNPLA5 PNPLA8 POLD1 POMC POU3F3 PPARG PPARGC1A PPP1R3G PPP3CA PPP3CB PPT1 PRCP PRKAA1 PRKAA2 PRKACA PRKACB PRKACG PRKCB PRKCE PRKD1 PRND PRNP PSEN1 PTCH1 PTH PTH1R PTK2B PTPN11 PTPN2 PTPN6 PTPRC PTPRN PTPRN2 PYGL RAB11B RAB11FIP2 RAB11FIP5 RAB20 RAB38 RAB39A RAB7A RACK1 RAF1 RALY RAP1GDS1 RASA3 RBM4 RBP1 RBP4 RCN3 RFX6 RGN RHAG RHBG RHCE RHCG RHD RMDN3 RMI1 RNASEK RORA RPH3AL RPS6 RRAGA RTN4 RYR1 RYR2 RYR3 S100A14 S100A8 S100A9 SAR1B SCARA5 SCARB1 SCGN SCN7A SCNN1A SCNN1B SCNN1D SCNN1G SCO1 SCO2 SCT SCTR SEC24A SELENOK SELENON SELENOT SERPINF1 SESN2 SESN3 SFRP4 SFTPD SGCB SGCD SIDT2 SIN3A SIRT1 SIRT6 SLAMF8 SLC10A7 SLC11A1 SLC11A2 SLC12A1 SLC12A2 SLC12A3 SLC12A4 SLC12A5 SLC12A6 SLC12A7 SLC12A8 SLC12A9 SLC16A1 SLC17A6 SLC17A7 SLC17A8 SLC1A1 SLC1A3 SLC22A17 SLC24A1 SLC24A2 SLC24A3 SLC24A4 SLC24A5 SLC25A23 SLC25A27 SLC25A46 SLC26A3 SLC26A4 SLC26A6 SLC29A1 SLC2A2 SLC2A4 SLC30A1 SLC30A10 SLC30A2 SLC30A5 SLC30A7 SLC30A8 SLC30A9 SLC31A1 SLC31A2 SLC34A1 SLC34A2 SLC34A3 SLC35G1 SLC38A3 SLC39A10 SLC39A13 SLC39A14 SLC39A4 SLC39A6 SLC39A7 SLC39A8 SLC39A9 SLC40A1 SLC41A1 SLC45A2 SLC46A1 SLC4A1 SLC4A10 SLC4A11 SLC4A2 SLC4A3 SLC4A4 SLC4A5 SLC4A7 SLC4A8 SLC4A9 SLC66A1 SLC7A11 SLC8A1 SLC8A2 SLC8A3 SLC8B1 SLC9A1 SLC9A2 SLC9A3 SLC9A4 SLC9A5 SLC9A6 SLC9A7 SLC9A8 SLC9A9 SLC9B1 SLC9B2 SLC9C1 SLC9C2 SMAD4 SMARCA4 SMARCB1 SMDT1 SNAPIN SNCA SNX10 SOAT1 SOAT2 SOD1 SOD2 SOX4 SPNS1 SPPL2C SPX SREBF2 SRF SRI SSTR5 STAT3 STC1 STC2 STEAP2 STEAP4 STIM1 STIM2 STK11 STK39 STOML2 STX4 STXBP3 STXBP4 SUCNR1 SURF4 SV2A SV2B SYBU SYPL2 TASL TBXAS1 TCF7L2 TCIRG1 TENT4B TESMIN TF TFR2 TFRC TGM2 TH THADA THY1 TIAM1 TLCD1 TLCD2 TLCD3A TLCD3B TLCD4 TM6SF2 TM9SF4 TMBIM6 TMC8 TMCO1 TMEM106B TMEM165 TMEM174 TMEM175 TMEM178A TMEM199 TMEM203 TMEM38A TMEM38B TMEM64 TMEM9 TMEM97 TMPRSS3 TMPRSS6 TMTC2 TMTC4 TNFSF11 TNNI3 TPCN1 TPCN2 TPP2 TPT1 TRA2B TRDN TREM2 TRIM24 TRPA1 TRPC1 TRPC3 TRPC4 TRPC5 TRPC6 TRPC7 TRPM2 TRPM4 TRPM8 TRPV1 TRPV4 TRPV5 TRPV6 TSC22D4 TSKU TSPO TSPOAP1 TTC39B TTC7A TUNAR TWNK UBASH3B UBE3A UBTF UCP2 UMOD UNC13B UNC80 UPK3A USF1 USF2 VAPB VDR VEGFA VGF VPS33A VPS54 VSNL1 WBP2NL WDTC1 WFS1 WNK1 WNK2 WNK3 WNK4 WNT5A WNT7B XBP1 XCL1 XCR1 XIAP XK XPR1 YWHAE ZBED6 ZBTB20 ZNF236 ZNHIT1 GOBP_CHEMICAL_SYNAPTIC_TRANSMISSION_POSTSYNAPTIC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CHEMICAL_SYNAPTIC_TRANSMISSION_POSTSYNAPTIC ABAT ADORA1 ADORA2A ADRB2 AKT1 APP ARRB2 BAIAP2 CBLN1 CDK5 CELF4 CHRFAM7A CHRNA1 CHRNA10 CHRNA2 CHRNA3 CHRNA4 CHRNA5 CHRNA6 CHRNA7 CHRNA9 CHRNB1 CHRNB2 CHRNB3 CHRNB4 CHRND CHRNE CHRNG CUX2 DLG4 DMPK DRD2 DRD4 DVL1 EEA1 EIF4A3 GHRL GLRA1 GLRA2 GLRA3 GLRB GRID2 GRIK2 GRIK5 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GSK3A GSK3B HCRT HTR3A HTR3B HTR3C HTR3D HTR3E IGSF11 INSYN1 INSYN2A INSYN2B LRRK2 MAPK8IP2 MECP2 MEF2C MIR30B MPP2 MTMR2 NETO1 NLGN1 NLGN2 NLGN3 NLGN4X NPAS4 NPFF NRXN1 NTSR1 P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX6 P2RX7 PPP3CA PRKAR1B PRKCZ PTEN PTK2B RAB3GAP1 RELN RGS4 RIMS1 RIMS2 S1PR2 SEZ6 SHANK1 SHANK3 SLC1A7 SLC29A1 SLC8A2 SLC8A3 SNCA SSH1 STX1A STX1B SYNE1 TBC1D24 TMEM108 TMEM25 TRPV1 UNC13B WNT7A ZACN ZMYND8 GOBP_CHEMOKINE_C_C_MOTIF_LIGAND_5_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CHEMOKINE_C_C_MOTIF_LIGAND_5_PRODUCTION ADCYAP1 ARG2 DDX3X DEFB124 IL10 MAVS MCOLN2 MUL1 OAS3 SIRPA TRPV4 GOBP_CHEMOKINE_C_X_C_MOTIF_LIGAND_12_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CHEMOKINE_C_X_C_MOTIF_LIGAND_12_SIGNALING_PATHWAY CXCL12 CXCR4 ENTREP1 OXSR1 STK39 TREM2 WBP1L GOBP_CHEMOKINE_C_X_C_MOTIF_LIGAND_1_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CHEMOKINE_C_X_C_MOTIF_LIGAND_1_PRODUCTION IL17A IL17F IL17RA MYD88 TIRAP TRPV4 GOBP_CHEMOKINE_C_X_C_MOTIF_LIGAND_2_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CHEMOKINE_C_X_C_MOTIF_LIGAND_2_PRODUCTION CD74 F2RL1 FOXP1 HMGB1 KLF4 LPL MAP2K5 MBP MCOLN2 MIF MIR146A MIR766 MYD88 OAS1 OAS3 POSTN TGFB1 TIRAP TLR4 TNF GOBP_CHEMOKINE_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CHEMOKINE_PRODUCTION ACKR1 ADAM17 ADCYAP1 ADIPOQ ADORA2B AGER AIF1 AIRE ALOX15B APOD APP ARG2 AZU1 C1QTNF3 C5 CARD9 CD74 CD84 CHIA CLEC7A CSF1R CXCL6 DDX3X DEFB124 EGR1 EIF2AK2 ELANE EPHA2 ERBIN F2RL1 FFAR2 FFAR3 FOXP1 GSTP1 HAVCR2 HIF1A HMGB1 HMOX1 IFNG IL10 IL17A IL17F IL17RA IL18 IL1B IL1RL1 IL33 IL4R IL6 IL6R IL7 KLF4 LBP LGALS9 LILRB4 LPL MAP2K5 MAVS MBP MCOLN2 MEFV MIF MIR106A MIR140 MIR146A MIR17 MIR214 MIR26B MIR34A MIR590 MIR766 MIR92A1 MUL1 MYD88 NOD2 NR1H4 OAS1 OAS3 POSTN PYCARD RIPK2 SELENOK SIGIRR SIRPA SNAI2 SOCS5 SYK TGFB1 TICAM1 TIRAP TLR2 TLR3 TLR4 TLR7 TLR9 TNF TNFSF4 TREM1 TREM2 TRIM32 TRPV4 TSLP TWIST1 WNT5A ZFPM1 GOBP_CHEMOREPULSION_OF_AXON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CHEMOREPULSION_OF_AXON NTN1 PLXNA4 RYK SEMA3B UNC5C WNT5A GOBP_CHEMOSENSORY_BEHAVIOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CHEMOSENSORY_BEHAVIOR ADAM11 ADCY3 ATP6V1B1 BBS1 CASR CFAP69 CHD7 GJB4 LMX1A NTRK1 OBP2B PRKCG SCN11A SHANK1 TAS2R5 TPBG TRPV1 WFS1 GOBP_CHIASMA_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CHIASMA_ASSEMBLY BRIP1 CCNB1IP1 MSH5 RNF212 SYCP1 TEX11 UBE2B GOBP_CHITIN_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CHITIN_METABOLIC_PROCESS CHI3L1 CHI3L2 CHIA CHIT1 CTBS OVGP1 GOBP_CHLORIDE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CHLORIDE_TRANSPORT ABCB1 ANO1 ANO10 ANO2 ANO3 ANO4 ANO5 ANO6 ANO7 ANO8 ANO9 APOL1 ATP8B1 BEST1 BEST2 BEST3 BEST4 BSND CA2 CA7 CASR CFTR CLCA1 CLCA2 CLCA3P CLCA4 CLCC1 CLCN1 CLCN2 CLCN3 CLCN4 CLCN5 CLCN6 CLCN7 CLCNKA CLCNKB CLDN17 CLDN4 CLIC1 CLIC2 CLIC3 CLIC4 CLIC5 CLIC6 CLNS1A FXYD1 FXYD3 GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRB1 GABRB2 GABRB3 GABRD GABRE GABRG1 GABRG2 GABRG3 GABRP GABRQ GABRR1 GABRR2 GABRR3 GLRA1 GLRA2 GLRA3 GLRB KCNT2 LRRC8A MFSD8 NMUR1 NMUR2 OCA2 OSTM1 P2RY4 P2RY6 PACC1 PRKG2 SLC12A1 SLC12A2 SLC12A3 SLC12A4 SLC12A5 SLC12A6 SLC12A7 SLC12A8 SLC12A9 SLC17A6 SLC17A7 SLC17A8 SLC1A1 SLC1A3 SLC1A4 SLC1A7 SLC25A14 SLC25A27 SLC26A1 SLC26A10P SLC26A11 SLC26A2 SLC26A3 SLC26A4 SLC26A5 SLC26A6 SLC26A7 SLC26A8 SLC26A9 SLC4A1 SLC4A10 SLC4A2 SLC4A3 SLC4A8 SLC4A9 SLC5A1 SLC5A8 SLC6A1 SLC6A14 TSPO TTYH1 TTYH2 TTYH3 UCP2 WNK4 GOBP_CHOLANGIOCYTE_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CHOLANGIOCYTE_PROLIFERATION GPBAR1 HDAC6 LIMS2 NOTCH2 PKHD1 GOBP_CHOLESTEROL_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CHOLESTEROL_CATABOLIC_PROCESS AKR1D1 APOE CYP27A1 CYP39A1 CYP46A1 CYP7A1 SCARB1 SCARF1 SNX17 GOBP_CHOLESTEROL_EFFLUX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CHOLESTEROL_EFFLUX ABCA1 ABCA12 ABCA2 ABCA3 ABCA5 ABCA7 ABCA8 ABCG1 ABCG4 ABCG5 ABCG8 ADIPOQ APOA1 APOA2 APOA4 APOA5 APOB APOC1 APOC2 APOC3 APOE APOM CAV1 CES1 CETP EEPD1 EGF GPS2 LAMTOR1 LIPA LRP1 MIR128-1 MIR130B MIR144 MIR145 MIR148A MIR19B1 MIR206 MIR26A1 MIR27A MIR27B MIR301B MIR302A MIR33A MIR33B MIR613 MIR758 MIR9-1 NAXE NFKBIA NPC1 NPC2 NR1H2 NR1H3 PLA2G10 PLTP PON1 PPARG PTCH1 RXRA SCARB1 SHH SIRT1 SOAT1 SOAT2 SPG11 SREBF2 STX12 TREM2 TSKU TTC39B YJEFN3 ZDHHC8 GOBP_CHOLESTEROL_IMPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CHOLESTEROL_IMPORT APOA1 APOA2 APOC3 CD36 LAMTOR1 LDLR SCARB1 STARD4 STARD5 GOBP_CHOLESTEROL_STORAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CHOLESTEROL_STORAGE ABCA1 ABCG1 APOB CD36 CES1 EHD1 LIPA LPL MIR144 MIR146A MSR1 NPC1 NPC2 NR1H2 NR1H3 PPARA PPARD PPARG SCARB1 SOAT1 SOAT2 SREBF2 STARD4 TREM2 TTC39B GOBP_CHOLINE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CHOLINE_METABOLIC_PROCESS ALDH7A1 BCHE CHDH DMGDH ENPP6 SLC44A1 GOBP_CHOLINE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CHOLINE_TRANSPORT PSEN1 SEC14L1 SLC22A2 SLC44A1 SLC44A2 SLC44A3 SLC44A4 SLC44A5 SLC5A7 GOBP_CHONDROBLAST_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CHONDROBLAST_DIFFERENTIATION CCN1 FGF2 FGF4 GDF5 RARA GOBP_CHONDROCYTE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CHONDROCYTE_DEVELOPMENT AXIN2 BMPR1B BMPR2 BPNT2 CHST11 CHSY1 COL11A1 COL27A1 COMP ECM1 EIF2AK3 EXT1 FGF18 HOXA11 MATN1 MEX3C MSX2 PTHLH RARG RFLNA RFLNB RUNX2 SERPINH1 SFRP2 SHOX2 SMAD7 SMPD3 SOX9 SULF1 SULF2 TGFBR2 TSKU GOBP_CHONDROCYTE_DEVELOPMENT_INVOLVED_IN_ENDOCHONDRAL_BONE_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CHONDROCYTE_DEVELOPMENT_INVOLVED_IN_ENDOCHONDRAL_BONE_MORPHOGENESIS COL27A1 MATN1 RARG SERPINH1 SMPD3 SOX9 TGFBR2 TSKU GOBP_CHONDROCYTE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CHONDROCYTE_DIFFERENTIATION ACVRL1 ADAMTS12 ADAMTS7 AMELX ANXA6 ARID5A ATF2 AXIN2 BMP2 BMP4 BMP6 BMPR1A BMPR1B BMPR2 BPNT2 CCN2 CCN3 CCN4 CHADL CHST11 CHSY1 COL11A1 COL27A1 COL2A1 COL3A1 COMP CREB3L2 CTNNB1 CYTL1 ECM1 EFEMP1 EIF2AK3 EXT1 EXT2 FGF18 FGF9 FGFR3 FOSL2 GDF5 GDF6 GLG1 GLI3 GPLD1 GREM1 HES5 HIF1A HMGA2 HOXA11 IFT80 IHH LNPK LOXL2 LTBP3 MAF MAPK14 MATN1 MBOAT2 MDK MEF2C MEF2D MEX3C MSX2 MUSTN1 NFIB NKX3-2 NPPC NPR2 OSR1 OSR2 PKDCC PRKG2 PTH PTH1R PTHLH PTPN11 RARB RARG RB1 RFLNA RFLNB RUNX1 RUNX2 RUNX3 SCIN SCX SERPINH1 SFRP2 SHOX2 SIX2 SLC26A2 SLC39A14 SMAD3 SMAD7 SMPD3 SNAI2 SNX19 SOX5 SOX6 SOX9 SULF1 SULF2 TGFB1 TGFBI TGFBR1 TGFBR2 TRIP11 TRPS1 TSKU TWSG1 WNT10B WNT2B WNT5B WNT7A WNT9A ZBTB16 ZNF219 GOBP_CHONDROCYTE_DIFFERENTIATION_INVOLVED_IN_ENDOCHONDRAL_BONE_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CHONDROCYTE_DIFFERENTIATION_INVOLVED_IN_ENDOCHONDRAL_BONE_MORPHOGENESIS ANXA6 ATF2 AXIN2 COL27A1 IFT80 IHH MATN1 NPPC RARG SERPINH1 SMPD3 SOX9 TGFBR2 TRIP11 TSKU GOBP_CHONDROCYTE_HYPERTROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CHONDROCYTE_HYPERTROPHY EXT1 MEX3C RARG SMAD7 SOX9 TGFBR2 GOBP_CHONDROCYTE_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CHONDROCYTE_PROLIFERATION BMPR1B BMPR2 CCN2 CCN3 COMP DDR2 EXT1 FGFR3 FOSL2 HMGA2 IHH LEF1 LTF MIR21 MMP14 MMP16 MUSTN1 NPR2 PBXIP1 SIRT6 SIX2 SLC26A2 SMAD7 SOX9 STC1 GOBP_CHONDROITIN_SULFATE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CHONDROITIN_SULFATE_BIOSYNTHETIC_PROCESS B3GALT6 CHPF CHPF2 CHST11 CHST12 CHST13 CHST15 CHST3 CHST7 CHST9 CHSY1 CHSY3 CSGALNACT1 CSGALNACT2 DSE SLC35B2 UGDH XYLT1 XYLT2 GOBP_CHONDROITIN_SULFATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CHONDROITIN_SULFATE_METABOLIC_PROCESS B3GALT6 BPNT2 CHPF CHPF2 CHST11 CHST12 CHST13 CHST15 CHST3 CHST7 CHST9 CHSY1 CHSY3 CSGALNACT1 CSGALNACT2 DSE DSEL EXT1 GUSB HEXB HYAL1 HYAL4 NDNF SLC35B2 UGDH XYLT1 XYLT2 GOBP_CHONDROITIN_SULFATE_PROTEOGLYCAN_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CHONDROITIN_SULFATE_PROTEOGLYCAN_BIOSYNTHETIC_PROCESS B3GALT6 B3GAT1 B3GAT2 B3GAT3 CHPF CHPF2 CHST11 CHST12 CHST13 CHST15 CHST3 CHST7 CHST9 CHSY1 CHSY3 CSGALNACT1 CSGALNACT2 CYTL1 DSE PXYLP1 SLC35B2 UGDH XYLT1 XYLT2 GOBP_CHONDROITIN_SULFATE_PROTEOGLYCAN_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CHONDROITIN_SULFATE_PROTEOGLYCAN_METABOLIC_PROCESS B3GALT6 B3GAT1 B3GAT2 B3GAT3 BPNT2 CHPF CHPF2 CHST11 CHST12 CHST13 CHST15 CHST3 CHST7 CHST9 CHSY1 CHSY3 CSGALNACT1 CSGALNACT2 CYTL1 DSE DSEL EXT1 GUSB HEXB HYAL1 HYAL4 NDNF PXYLP1 SLC35B2 UGDH XYLT1 XYLT2 GOBP_CHORIONIC_TROPHOBLAST_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CHORIONIC_TROPHOBLAST_CELL_DIFFERENTIATION ASCL2 DNMT3L E2F7 E2F8 FZD5 HTRA1 MAP3K4 GOBP_CHORIONIC_TROPHOBLAST_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CHORIONIC_TROPHOBLAST_CELL_PROLIFERATION ACVR1C BOK FZD5 INSL4 NODAL GOBP_CHORION_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CHORION_DEVELOPMENT ASCL2 DNAJB6 DNMT3L E2F7 E2F8 FZD5 HTRA1 MAP3K4 PAXIP1 TMED2 GOBP_CHORIO_ALLANTOIC_FUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CHORIO_ALLANTOIC_FUSION BMP5 BMP7 CCN1 DNAJB6 LEF1 WNT7B ZFP36L1 GOBP_CHROMATIN_LOOPING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CHROMATIN_LOOPING CTCF EID3 NSMCE1 NSMCE2 NSMCE3 NSMCE4A RAD21 SLF1 SLF2 SMC5 SMC6 GOBP_CHROMATIN_REMODELING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CHROMATIN_REMODELING ACTB ACTL6A ACTL6B ACTR5 ACTR6 ACTR8 AICDA ANP32B ANTKMT APLF APOBEC1 ARID1A ARID1B ARID2 ARID4A ARID4B ASF1A ASF1B ASH1L ASH2L ASIP ATF2 ATF7IP ATF7IP2 ATPSCKMT ATRX AURKA AXIN1 BABAM1 BAHD1 BAP1 BAZ1A BAZ1B BAZ2A BAZ2B BCL6 BCL7A BCL7B BCL7C BCOR BEND3 BICRA BICRAL BMI1 BPTF BRCA1 BRCA2 BRCC3 BRD1 BRD2 BRD7 BRD9 BRDT BRPF1 BRPF3 BTAF1 BUB1 C6orf89 CABIN1 CARM1 CBX3 CDK1 CDK2 CDK9 CDKN1C CDKN2B-AS1 CDY1 CDY1B CDY2A CDY2B CDYL CECR2 CENPA CENPI CENPN CENPP CENPV CENPW CFDP1 CGGBP1 CHAF1A CHAF1B CHD1 CHD1L CHD2 CHD3 CHD4 CHD5 CHD6 CHD7 CHD8 CHD9 CHEK1 CHRAC1 CHTOP CLOCK COPRS CREBBP CREBZF CTCF CTCFL CTR9 DAXX DCAF1 DCAF13 DDB1 DDX21 DDX23 DEK DIRAS3 DMAP1 DMRTC2 DNAJC9 DNMT1 DNMT3A DNMT3L DOT1L DPF1 DPF2 DPF3 DPPA3 DPY30 DTX3L DYRK1A EED EEF1AKMT1 EEF1AKMT2 EEF1AKMT3 EEF2KMT EHMT1 EHMT2 EIF1 EOMES EP300 EP400 EPC1 ERCC6 ERCC6L ERCC6L2 ESR1 EXOSC10 EYA1 EYA2 EYA3 EZH1 EZH2 EZHIP FAM172A FAM172BP FAM47E FBL FBLL1 FBXL19 FOXA1 FOXP3 GATA3 GATAD1 GATAD2A GATAD2B GLMN GLYR1 GPX1 GRWD1 GSK3A GTF2B GTF3C4 H1-0 H1-1 H1-10 H1-2 H1-3 H1-4 H1-5 H1-6 H1-8 H1-9P H2AB1 H2AB2 H2AB3 H2AC25 H2AX H2BC1 H2BC10 H2BC11 H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC3 H2BC4 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3-4 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C7 H4C8 H4C9 HASPIN HAT1 HCFC1 HCFC2 HDAC1 HDAC10 HDAC11 HDAC2 HDAC3 HDAC4 HDAC5 HDAC6 HDAC7 HDAC8 HDAC9 HDGF HDGFL1 HDGFL2 HDGFL3 HELLS HIPK2 HIPK4 HIRA HJURP HLTF HMGA1 HMGA2 HMGB1 HMGB2 HNRNPC HNRNPU HP1BP3 HPF1 HR HUWE1 IFI16 IGF2 ING2 ING3 ING4 INO80 INO80B INO80C INO80D INO80E IRF4 ITGB3BP IWS1 JADE1 JADE2 JAK2 JARID2 JDP2 JMJD1C JMJD6 KANSL1 KANSL2 KANSL3 KAT14 KAT2A KAT2B KAT5 KAT6A KAT6B KAT7 KAT8 KCNQ1 KCNQ1OT1 KDM1A KDM1B KDM2A KDM2B KDM3A KDM3B KDM4A KDM4B KDM4C KDM4D KDM4E KDM4F KDM5A KDM5B KDM5C KDM5D KDM6A KDM6B KDM7A KDM8 KLF2 KMT2A KMT2B KMT2C KMT2D KMT5A KMT5B KMT5C KPNA7 L3MBTL1 L3MBTL3 LHX2 LIN54 LMNA LMNB1 LMNB2 LOXL2 LRIF1 MACROH2A1 MACROH2A2 MAEL MAP3K7 MBD2 MBD3 MBD3L1 MBD3L2 MBD3L2B MBD3L3 MBD3L4 MBD3L5 MCM2 MCM3AP MCRS1 MEAF6 MECOM MECP2 MEN1 METTL21A METTL22 METTL23 METTL3 MIER1 MIER2 MIS18A MORC1 MORC2 MPHOSPH8 MSL1 MSL2 MSL3 MTA1 MTA2 MTA3 MTF2 MTHFR MYBBP1A MYC MYD88 MYOCD MYSM1 N6AMT1 NAA40 NAA50 NAA60 NAP1L1 NAP1L2 NAP1L3 NAP1L4 NAP1L5 NAP1L6P NASP NCOA1 NCOA3 NDN NFAT5 NFE2 NFKBIZ NFRKB NIBAN2 NIPBL NOC2L NPM1 NPM2 NPM3 NRDE2 NSD1 NSD2 NSD3 NTMT1 NUDT5 OGT OIP5 PADI2 PADI4 PAK1 PARP2 PAX6 PAXIP1 PBRM1 PCGF1 PCGF2 PCGF3 PCGF5 PCGF6 PCID2 PER1 PER2 PHB1 PHC1 PHF1 PHF10 PHF19 PHF2 PHF20 PHF8 PICK1 PIH1D1 PIK3CA PKN1 POLE3 PPHLN1 PPM1D PRDM13 PRDM14 PRDM16 PRDM2 PRDM6 PRDM7 PRDM8 PRDM9 PRIMPOL PRKAA1 PRKAA2 PRKCA PRKCB PRMT1 PRMT2 PRMT5 PRMT6 PRMT7 PRMT8 PSIP1 PWWP2A PWWP2B RAD54B RAD54L RAD54L2 RB1 RBBP4 RBBP5 RBBP7 RBM14 RBM15 RBM15B RERE RESF1 REST RIF1 RING1 RIOX1 RIOX2 RLIM RNF168 RNF2 RNF20 RNF8 RPS6KA4 RPS6KA5 RRP8 RSBN1 RSF1 RUVBL1 RUVBL2 RYBP SAMD1 SART3 SATB1 SATB2 SCMH1 SDR16C5 SET SETBP1 SETD1A SETD1B SETD2 SETD3 SETD4 SETD5 SETD7 SETDB1 SETDB2 SETMAR SETSIP SF3B1 SFPQ SGF29 SHPRH SIN3A SIRT1 SIRT2 SIRT3 SIRT4 SIRT6 SIRT7 SKP1 SLFN11 SMARCA1 SMARCA2 SMARCA4 SMARCA5 SMARCAD1 SMARCAL1 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMCHD1 SMYD1 SMYD2 SMYD3 SMYD5 SNAI1 SOX9 SPHK2 SPI1 SPTY2D1 SRCAP SRPK2 SS18 SSRP1 STPG4 SUDS3 SUPT16H SUPT5H SUPT6H SUV39H1 SUV39H2 SUZ12 TADA2A TADA2B TAF1 TAF10 TAF1L TAF6L TAF9 TASOR TASOR2 TASP1 TBR1 TDG TET1 TET3 TEX15 TFAP2C TFPT TGM2 TNP1 TOP1 TP53 TP63 TPR TRIM27 TRIM28 TRIM37 TRIP12 TRMT112 TSIX TSPY1 TSPY10 TSPY2 TSPY26P TSPY3 TSPY4 TSPY8 TSPY9 TSPYL1 TSPYL2 TSPYL4 TSPYL5 TSPYL6 TTF2 TTI1 UBE2A UBN1 UBR2 UBR5 UCHL5 UHRF1 USP15 USP16 USP21 USP22 USP3 USP49 USP51 USP7 UTY VCPKMT VPS72 VRK1 WAC WBP2 WDR5 XIST YEATS2 YEATS4 YTHDC1 YY1 ZBTB1 ZBTB7A ZDBF2 ZFP57 ZMPSTE24 ZNF274 ZNF304 ZNF335 ZNF445 ZNF827 ZNFX1 ZNHIT1 ZRANB3 GOBP_CHROMOSOME_ATTACHMENT_TO_THE_NUCLEAR_ENVELOPE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CHROMOSOME_ATTACHMENT_TO_THE_NUCLEAR_ENVELOPE IFFO1 LMNA MAJIN SPDYA SUN1 TERB1 TERB2 GOBP_CHROMOSOME_CONDENSATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CHROMOSOME_CONDENSATION ACIN1 AIFM1 AKAP8 AKAP8L BAZ1B CDCA5 CDK1 CHMP1A DFFB ERN2 GPER1 H1-0 H1-1 H1-10 H1-2 H1-3 H1-4 H1-5 H1-6 H1-7 H1-8 H1-9P H3-3A H3-3B HMGA2 KDM4A KMT5A MCPH1 NCAPD2 NCAPD3 NCAPG NCAPG2 NCAPH NCAPH2 NUSAP1 PHF13 PLK1 PRM1 PRM2 PRM3 SMARCA5 SMC2 SMC4 SMC5 TENT4A TOP2A TTN GOBP_CHROMOSOME_LOCALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CHROMOSOME_LOCALIZATION ABRAXAS1 ABRAXAS2 ACTR2 ACTR3 ANKRD53 APC ATM AURKB AURKC BECN1 BIRC5 BOD1 BUB3 CCNB1 CDC23 CDC42 CDCA5 CDCA8 CDT1 CENPC CENPE CENPF CENPQ CEP55 CHAMP1 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CUL3 DCTN2 DLGAP5 DSN1 DYNC1H1 ECT2 EML3 EML4 FAM83D FMN2 GEM HNRNPU IFFO1 INCENP KASH5 KAT2B KAT5 KATNB1 KIF14 KIF18A KIF22 KIF2B KIF2C KIFC1 KNL1 KNSTRN KNTC1 KPNB1 LMNA MAD1L1 MAJIN MAP1S MAPRE1 MEIOC MIS12 MLH1 NDC80 NDE1 NDEL1 NEK2 NSL1 NUDC NUF2 NUMA1 NUP62 NUP98 PDCD6IP PIBF1 PINX1 PMF1 PSRC1 RAB11A RACGAP1 RB1 RCC2 RMDN1 RRS1 SEH1L SEPTIN1 SGO1 SIRT2 SPAG5 SPC24 SPC25 SPDL1 SPDYA SPICE1 SPO11 SUN1 TERB1 TERB2 TERF1 TEX14 TRAPPC12 TTL UBE2B VPS4A VPS4B ZNF207 ZW10 ZWILCH GOBP_CHROMOSOME_MOVEMENT_TOWARDS_SPINDLE_POLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CHROMOSOME_MOVEMENT_TOWARDS_SPINDLE_POLE ACTR2 ACTR3 CENPE DLGAP5 FMN2 KATNB1 KPNB1 GOBP_CHROMOSOME_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CHROMOSOME_ORGANIZATION AAAS ABL1 ABRAXAS1 ABRAXAS2 ACD ACIN1 ACTB ACTL6A ACTL6B ACTR5 ACTR8 AGO4 AIFM1 AKAP8 AKAP8L ANAPC1 ANAPC11 ANAPC15 ANAPC2 ANAPC4 ANAPC5 ANAPC7 ANKRD31 ANKRD53 ANXA1 APC APEX1 ARHGEF10 ARID1A ARID1B ARID2 ASCC1 ASCC2 ASCC3 ATF7IP ATF7IP2 ATM ATR ATRX AURKB AURKC AXIN2 BAG6 BAZ1B BCCIP BCL7A BCL7B BCL7C BECN1 BIRC5 BLM BOD1 BRCA2 BRD7 BRIP1 BUB1 BUB1B BUB3 C14orf39 C1orf146 CCDC61 CCNB1 CCNB1IP1 CCNE1 CCNE2 CCSAP CCT2 CCT3 CCT4 CCT5 CCT6A CCT7 CCT8 CDC16 CDC20 CDC23 CDC27 CDC45 CDC6 CDCA5 CDCA8 CDK1 CDK2 CDK5RAP2 CDT1 CENPA CENPC CENPE CENPF CENPH CENPI CENPK CENPN CENPO CENPP CENPT CENPV CENPW CENPX CEP192 CEP55 CEP97 CHAMP1 CHD1L CHD8 CHEK2 CHFR CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CHTF18 CHTF8 CLASP1 CLASP2 CTC1 CTCF CTNNB1 CUL3 DCLRE1B DCLRE1C DCP2 DCTN2 DDX1 DDX11 DDX11L8 DDX12P DDX3X DFFB DHX30 DHX36 DHX9 DIS3L2 DKC1 DLGAP5 DMC1 DNA2 DOT1L DPF1 DPF2 DPF3 DRG1 DSCC1 DSN1 DTD1 DUSP1 DYNC1LI1 EHMT2 EID3 EML3 EML4 ERCC1 ERCC2 ERCC3 ERCC4 ERN2 ESCO1 ESCO2 ESPL1 EXO1 EXOSC10 EZH1 EZH2 FANCD2 FANCM FBH1 FBXO4 FBXO5 FBXW7 FEN1 FLNA G3BP1 GAR1 GEM GEN1 GINS1 GINS2 GINS3 GINS4 GNL3 GNL3L GOLGA2 GPER1 GTF2B GTF2H2 H1-0 H1-1 H1-10 H1-2 H1-3 H1-4 H1-5 H1-6 H1-7 H1-8 H1-9P H2BC1 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HASPIN HAT1 HDAC8 HECW2 HELB HELQ HFM1 HHEX HJURP HMBOX1 HMGA1 HMGA2 HMGB1 HMGB2 HMGB3 HNRNPA1 HNRNPA2B1 HNRNPC HNRNPD HNRNPU HORMAD1 HORMAD2 HSP90AA1 HSP90AB1 HSPA1A HSPA1B HSPA2 HUS1 HUS1B IGHMBP2 IHO1 IK INCENP INO80 INO80B INO80C INO80D INO80E ITGB3BP ITPA KASH5 KAT2B KAT5 KAT6A KATNB1 KDM4A KIF11 KIF14 KIF18A KIF18B KIF22 KIF23 KIF25 KIF2A KIF2C KIF3B KIF4A KIF4B KIFC1 KIFC2 KLHL22 KMT5A KNL1 KNSTRN KNTC1 KPNB1 LATS1 LCMT1 LDB1 LIG4 LSM14A LTO1 MACROH2A1 MAD1L1 MAD2L1 MAD2L1BP MAD2L2 MAEL MAJIN MAP10 MAP2K7 MAP3K20 MAP3K4 MAP9 MAPK1 MAPK15 MAPK3 MAPKAPK5 MAPRE1 MAPT MAU2 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 MCM9 MCMBP MCMDC2 MCPH1 MCRS1 MEI4 MEIKIN MEIOB MEIOC MIS12 MIS18A MISP MLH1 MLH3 MNAT1 MND1 MORC2 MOS MPHOSPH8 MRE11 MSH2 MSH3 MSH4 MSH5 MSH6 MTERF1 MYBL2 MYC MZT1 NAA10 NAA50 NABP2 NAF1 NASP NAT10 NAV2 NBN NCAPD2 NCAPD3 NCAPG NCAPG2 NCAPH NCAPH2 NDC1 NDC80 NEK2 NEK6 NEK7 NFRKB NHP2 NIPBL NOP10 NPPC NPR2 NSL1 NSMCE1 NSMCE2 NSMCE3 NSMCE4A NUDC NUF2 NUMA1 NUP107 NUP133 NUP155 NUP62 NUP98 NUSAP1 OFD1 OIP5 P3H4 PARN PARP1 PARP3 PBRM1 PCID2 PCNA PDCD6IP PDS5A PDS5B PELO PHB2 PHF10 PHF13 PIBF1 PIF1 PINX1 PKIB PLK1 PML PNKP POGZ POLDIP2 POLQ POT1 PPHLN1 PPP1R10 PPP2R1A PRAP1 PRC1 PRDM9 PRICKLE1 PRKCQ PRKDC PRM1 PRM2 PRM3 PSMC3IP PSMG2 PSRC1 PTGES3 PTTG1 PTTG2 PTTG3P PUM2 PURA RAB11A RACGAP1 RAD21 RAD21L1 RAD50 RAD51 RAD51C RAD51D RAD54B RAD54L RAE1 RAN RB1 REC8 RECQL RECQL4 RECQL5 RESF1 RFC1 RFC2 RFC3 RFC4 RFC5 RHOA RIF1 RIOK2 RMDN1 RMI2 RNF212 RNF212B RNF4 RPA1 RPA2 RPA3 RRS1 RTEL1 RUVBL1 RUVBL2 SEH1L SENP6 SETDB1 SETDB2 SETMAR SETX SGO1 SGO2 SHCBP1L SHLD1 SHLD2 SHLD3 SHOC1 SIRT2 SIRT6 SIRT7 SLF1 SLF2 SLX1A SLX1B SLX4 SMARCA2 SMARCA4 SMARCA5 SMARCAL1 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMC1A SMC1B SMC2 SMC3 SMC4 SMC5 SMC6 SMCHD1 SMG1 SMG5 SMG6 SP100 SPAG5 SPATA22 SPC24 SPC25 SPDL1 SPDYA SPICE1 SPO11 SRC SSBP1 STAG1 STAG2 STAG3 STN1 SUB1 SUGT1 SUN1 SUPV3L1 SYCE1 SYCE1L SYCE2 SYCE3 SYCP1 SYCP2 TACC3 TAL1 TASOR TCF7L2 TCP1 TELO2 TEN1 TENT4A TENT4B TEP1 TERB1 TERB2 TERC TERF1 TERF2 TERF2IP TERT TEX11 TEX12 TEX14 TEX15 TFIP11 TFPT TINF2 TNKS TNKS1BP1 TNKS2 TOP1 TOP1MT TOP2A TOP2B TOP3A TOP3B TP53 TPR TPX2 TRAPPC12 TREX1 TRIM28 TRIP13 TTK TTN TUBG1 TUBG2 TWNK UBE2B UBE2C UCHL5 UPF1 USP44 USP7 VPS4A VPS4B WAPL WRAP53 WRAP73 WRN WRNIP1 XPA XRCC1 XRCC3 XRCC5 XRCC6 XRN1 YLPM1 YY1 ZBTB48 ZCWPW1 ZMPSTE24 ZNF207 ZNF304 ZNF365 ZNF827 ZNF830 ZRANB3 ZSCAN4 ZW10 ZWILCH ZWINT GOBP_CHROMOSOME_ORGANIZATION_INVOLVED_IN_MEIOTIC_CELL_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CHROMOSOME_ORGANIZATION_INVOLVED_IN_MEIOTIC_CELL_CYCLE AGO4 ANKRD31 ATM ATRX BAG6 BRIP1 C14orf39 C1orf146 CCNB1IP1 CCNE1 CCNE2 DMC1 EHMT2 FANCD2 HORMAD1 IHO1 KASH5 MAEL MAJIN MEI4 MEIOB MEIOC MLH1 MLH3 MND1 MRE11 MSH4 MSH5 NCAPD2 NCAPD3 NCAPH NCAPH2 NDC1 P3H4 PRDM9 PSMC3IP RAD50 RAD51 REC8 RNF212 RNF212B SHOC1 SIRT7 SMC2 SMC4 SPATA22 SPDYA SPO11 STAG3 SUN1 SYCE1 SYCE1L SYCE2 SYCE3 SYCP1 SYCP2 TERB1 TERB2 TERF1 TEX11 TEX12 TEX15 TRIP13 UBE2B ZCWPW1 GOBP_CHROMOSOME_SEGREGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CHROMOSOME_SEGREGATION AAAS ABRAXAS1 ABRAXAS2 ACTB ACTL6A ACTL6B ACTR2 ACTR3 AGO4 AKAP8 AKAP8L ANAPC1 ANAPC11 ANAPC15 ANAPC2 ANAPC4 ANAPC5 ANAPC7 ANKRD31 ANKRD53 APC ARHGEF10 ARID1A ARID1B ARID2 ARL8A ARL8B ASPM ATM AURKA AURKB AURKC BAG6 BAZ1B BCCIP BCL7A BCL7B BCL7C BECN1 BEX4 BIRC5 BOD1 BRCA1 BRD7 BRIP1 BUB1 BUB1B BUB3 C14orf39 C1orf112 C1orf146 C9orf78 CCDC61 CCDC69 CCNB1 CCNB1IP1 CCNB2 CCNE1 CCNE2 CCSAP CDC16 CDC20 CDC23 CDC27 CDC42 CDC6 CDCA2 CDCA5 CDCA8 CDK1 CDK5RAP2 CDT1 CENATAC CENPC CENPE CENPF CENPH CENPI CENPJ CENPK CENPL CENPM CENPN CENPO CENPP CENPQ CENPS CENPT CENPU CENPW CENPX CEP192 CEP55 CEP63 CEP85 CEP97 CHAMP1 CHEK2 CHFR CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CIAO1 CIAO2A CIAO2B CLASP1 CLASP2 CSNK1D CSNK2A1 CSNK2A2 CTCF CUL3 DCAF13 DCTN2 DDB1 DDX3X DIS3L2 DLGAP5 DMC1 DPF1 DPF2 DPF3 DRG1 DSN1 DUSP1 DYNC1H1 DYNC1LI1 ECT2 EHMT2 EML3 EML4 ENSG00000266560 ERCC2 ESCO2 ESPL1 FAM83D FANCD2 FBXO5 FLNA FMN2 GEM GEN1 GOLGA2 GOLGA6A GOLGA6B GOLGA6C GOLGA6D GOLGA8A GOLGA8B GOLGA8CP GOLGA8DP GOLGA8G GOLGA8H GOLGA8IP GOLGA8J GOLGA8K GOLGA8M GOLGA8N GOLGA8O GOLGA8Q GOLGA8R GOLGA8S GOLGA8T GPSM2 GTF2B HASPIN HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HDAC3 HECW2 HJURP HNRNPU HORMAD1 HSPA1A HSPA1B IHO1 IK INCENP INO80 ITGB3BP KASH5 KAT2B KAT5 KATNB1 KIF11 KIF14 KIF18A KIF18B KIF22 KIF23 KIF25 KIF2A KIF2B KIF2C KIF3B KIF4A KIF4B KIFC1 KIFC2 KLHDC8B KLHL22 KMT5A KNL1 KNSTRN KNTC1 KPNB1 LATS1 LCMT1 LSM14A LZTS2 M1AP MAD1L1 MAD2L1 MAD2L1BP MAD2L2 MAEL MAGEA5P MAJIN MAP10 MAP1S MAP3K20 MAP9 MAPK15 MAPRE1 MAPRE2 MAPRE3 MAU2 MEI4 MEIKIN MEIOB MEIOC MIS12 MIS18A MISP MKI67 MLH1 MLH3 MMS19 MND1 MOS MRE11 MSH4 MSH5 MYBL2 MZT1 NAA60 NCAPD2 NCAPD3 NCAPG NCAPG2 NCAPH NCAPH2 NCOR1 NDC1 NDC80 NDE1 NDEL1 NEK2 NEK6 NEK7 NIPBL NR3C1 NSL1 NSMCE2 NTMT1 NUDC NUF2 NUMA1 NUP37 NUP43 NUP62 NUSAP1 OFD1 OIP5 P3H4 PBRM1 PCID2 PDCD6IP PHF10 PHF13 PIBF1 PINX1 PLK1 PLSCR1 PMF1 POLDIP2 PPP2R1A PRAP1 PRC1 PRDM9 PRICKLE1 PSMC3IP PSMG2 PSRC1 PTEN PTTG1 PTTG2 PTTG3P PUM1 PUM2 RAB11A RACGAP1 RAD18 RAD21 RAD21L1 RAN RB1 RCC1 RCC2 REC8 RECQL5 RGS14 RHOA RIOK2 RIOK3 RMDN1 RMI2 RNF212 RNF212B RNF4 RPS3 RRS1 SAC3D1 SASS6 SEH1L SENP6 SEPTIN1 SETDB2 SGO1 SGO2 SHOC1 SIRT2 SIRT7 SKA1 SKA2 SKA3 SLC25A5 SMARCA2 SMARCA4 SMARCA5 SMARCAD1 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMC1A SMC2 SMC3 SMC4 SMC5 SMC6 SPAG5 SPATA22 SPC24 SPC25 SPDL1 SPDYA SPICE1 SPO11 SRPK1 STAG1 STAG2 STAG3 STARD9 STIL SUN1 SYCE1 SYCE1L SYCE2 SYCE3 SYCP1 SYCP2 TACC3 TENT4A TERB1 TERB2 TERF1 TEX11 TEX12 TEX14 TEX15 TLK1 TLK2 TNKS TOP1 TOP2A TOP2B TOP3A TOP3B TPR TPX2 TRAPPC12 TRIP13 TTK TTL TTN TUBB TUBB1 TUBB8 TUBG1 TUBG2 TUBGCP2 TUBGCP3 TUBGCP4 TUBGCP5 TUBGCP6 UBE2B UBE2C UBE2I USP44 USP9X UVRAG VPS4A VPS4B WAPL WASHC5 WRAP73 XRCC3 ZCWPW1 ZNF207 ZW10 ZWILCH ZWINT GOBP_CHROMOSOME_SEPARATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CHROMOSOME_SEPARATION ANAPC11 ANAPC15 ANAPC5 ANAPC7 APC ATM AURKB BIRC5 BUB1 BUB1B BUB3 CCNB1 CDC16 CDC20 CDC23 CDCA8 CDK5RAP2 CENATAC CENPF CHFR CSNK2A1 CSNK2A2 CUL3 DIS3L2 DLGAP5 DUSP1 DYNC1LI1 ESPL1 FBXO5 GEN1 HASPIN IK INCENP KLHL22 KNL1 KNTC1 LCMT1 M1AP MAD1L1 MAD2L1 MAD2L1BP MAD2L2 MAPK15 MOS NCAPD2 NCAPD3 NCAPG NCAPG2 NCAPH NCAPH2 NDC80 NSMCE2 NUF2 NUMA1 PCID2 PLK1 PLSCR1 PPP2R1A PRAP1 PSMG2 RAD21 RB1 RECQL5 SMARCAD1 SMC2 SMC4 SPC24 SPC25 SPDL1 TEX14 TOP3A TPR TRIP13 TTK UBE2C USP44 XRCC3 ZNF207 ZW10 ZWILCH ZWINT GOBP_CHRONIC_INFLAMMATORY_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CHRONIC_INFLAMMATORY_RESPONSE ADORA2B CCL5 CXCL13 CYP19A1 FOXP3 IDO1 IL10 IL4 LTA NFKBIZ S100A8 S100A9 SCN11A THBS1 TNF TNFAIP3 UNC13D VCAM1 VNN1 GOBP_CILIARY_BASAL_BODY_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CILIARY_BASAL_BODY_ORGANIZATION CCP110 CROCC DZIP1 FOXJ1 RTTN GOBP_CILIARY_BODY_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CILIARY_BODY_MORPHOGENESIS FOXE3 JAG1 NOTCH2 TSKU VHL GOBP_CILIARY_NEUROTROPHIC_FACTOR_MEDIATED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CILIARY_NEUROTROPHIC_FACTOR_MEDIATED_SIGNALING_PATHWAY CNTF CNTFR IL6R IL6ST LIFR GOBP_CILIUM_DISASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CILIUM_DISASSEMBLY AURKA HDAC6 KIF19 MAP4 NEDD9 RRP7A GOBP_CILIUM_MOVEMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CILIUM_MOVEMENT ADCY10 ADCY3 AKAP4 APOB AQP4 ARMC12 ARMC2 ASH1L ATP1A4 ATP2B4 BBS1 BBS2 BBS4 C2CD6 CABS1 CABYR CAMSAP3 CATSPER1 CATSPER2 CATSPER3 CATSPER4 CATSPERD CATSPERE CATSPERZ CCDC103 CCDC38 CCDC39 CCDC40 CCDC63 CCDC65 CCR6 CELF3 CELSR2 CEP131 CFAP100 CFAP157 CFAP20 CFAP206 CFAP221 CFAP251 CFAP298 CFAP43 CFAP44 CFAP45 CFAP46 CFAP47 CFAP52 CFAP53 CFAP54 CFAP58 CFAP61 CFAP65 CFAP69 CFAP70 CFAP73 CFAP91 CFAP97D1 CHRNA7 CLXN CYB5D1 DAW1 DDX4 DEFB1 DNAAF1 DNAAF11 DNAAF2 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH10 DNAH11 DNAH14 DNAH17 DNAH2 DNAH3 DNAH5 DNAH6 DNAH7 DNAH8 DNAH9 DNAI1 DNAI2 DNAI3 DNAI4 DNAJA1 DNHD1 DPCD DRC1 DRC7 DYNC2H1 DZIP1 EFCAB9 ENKUR ENO4 EPPIN FSIP2 GAPDHS GARIN2 GAS2L2 GAS8 GK2 HOATZ HYDIN IFT81 ING2 INPP5B INTS13 IQCF1 IQCG JHY KATNIP KIF27 KIF9 KLC3 LDHC LZTFL1 MAFIP MEIG1 MKKS MNS1 NEK10 NEURL1 NHERF1 NME5 NME8 NPHP3 NPHP4 ODAD1 ODAD2 ODAD3 ODAD4 OFD1 PFN4 PGAM4 PGK2 PIERCE1 PIERCE2 PLA2G3 PLTP PRDM14 PRM3 PRSS55 QRICH2 RFX3 RGN RNASE10 ROPN1 ROPN1B ROPN1L RSPH4A RSPH6A RSPH9 SEMG1 SEMG2 SEPTIN4 SLC22A14 SLC22A16 SLC9B1 SLC9B2 SLC9C1 SLIRP SMCP SORD SPA17 SPAG16 SPAG17 SPAG6 SPEF1 SPEF2 SPEM1 SPEM3 STK36 TAC4 TACR1 TACR2 TACR3 TBC1D21 TCTE1 TEKT1 TEKT2 TEKT3 TEKT4 TEKT5 TEX101 TEX43 TMF1 TNP1 TPGS1 TPPP2 TSSK4 TTC12 TTC21A TTC29 TTLL1 TTLL3 TTLL6 TTLL8 TTLL9 UBE2B VDAC3 VPS13A ZMYND10 GOBP_CILIUM_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CILIUM_ORGANIZATION ABCC4 ABLIM1 ABLIM3 ACTR2 ACTR3 ADAMTS16 AHI1 AKAP4 AKT1 ALPK1 ARF4 ARHGAP35 ARL13A ARL13B ARL3 ARL6 ARMC12 ARMC2 ARMC9 ASAP1 ATAT1 ATG3 ATG5 ATMIN ATP6V0D1 ATP6V1D ATXN10 AURKA AVIL B9D1 B9D2 BBIP1 BBOF1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 C2CD3 CATIP CBY1 CC2D2A CC2D2B CCDC103 CCDC113 CCDC13 CCDC28B CCDC32 CCDC38 CCDC39 CCDC40 CCDC42 CCDC57 CCDC63 CCDC65 CCDC66 CCDC88A CCDC96 CCNO CCP110 CDC14A CDC14B CDC14C CDK10 CDKL1 CDKL5 CELSR2 CENPJ CEP120 CEP126 CEP131 CEP135 CEP162 CEP164 CEP19 CEP20 CEP250 CEP290 CEP350 CEP41 CEP70 CEP78 CEP83 CEP89 CEP97 CFAP100 CFAP126 CFAP157 CFAP161 CFAP20 CFAP206 CFAP221 CFAP298 CFAP410 CFAP43 CFAP44 CFAP46 CFAP47 CFAP54 CFAP58 CFAP61 CFAP65 CFAP69 CFAP70 CFAP73 CFAP74 CFAP91 CFAP97D1 CIBAR1 CIBAR2 CILK1 CLCN4 CLUAP1 CLXN CNTROB CPLANE1 CPLANE2 CROCC CSNK1D CYLD DAW1 DCDC2 DCTN1 DCX DISC1 DNAAF1 DNAAF10 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAAF8 DNAH1 DNAH17 DNAH2 DNAH5 DNAH7 DNAH8 DNAI1 DNAI2 DNAI3 DNAI4 DNAJB13 DNAL1 DNHD1 DNMBP DRC1 DRC7 DUSP23 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLL1 DYNLT2B DZIP1 DZIP1L E2F4 EHD1 EHD2 EHD3 EHD4 ENKD1 ENO4 ENTR1 ERICH3 EVI5 EVI5L EXOC5 FAM149B1 FAM161A FAM161B FBF1 FBXW8 FHDC1 FLNA FNBP1L FOXJ1 FSIP2 FUZ GALNT11 GAS8 GBF1 GDI2 GFY GK2 GMNC GORAB GSK3B GSN HAP1 HDAC6 HOATZ HTT HYDIN HYLS1 IFT122 IFT140 IFT172 IFT20 IFT22 IFT25 IFT27 IFT43 IFT46 IFT52 IFT57 IFT74 IFT80 IFT81 IFT88 INTU IQCB1 IQCG IQUB JHY KCNF1 KCNJ10 KCNQ1 KCTD17 KIAA0586 KIAA0753 KIF19 KIF24 KIF27 KIF3A KIF3B KIFAP3 KLC3 LAMA5 LCA5 LCA5L LIMK2 LPAR1 LRGUK LRRC43 LRRC61 MACIR MAK MAP4 MAPK15 MAPRE1 MARK4 MCIDAS MEIG1 MKKS MKS1 MNS1 MPHOSPH9 NECTIN2 NEDD9 NEK1 NEURL1 NHERF1 NISCH NME5 NME8 NOTCH1 NOTO NPHP3 NUDCD3 OCRL ODAD1 ODAD2 ODAD3 ODAD4 ODF2 ODF2L OFD1 ONECUT1 ONECUT2 PARVA PCM1 PCNT PFN4 PIBF1 PIERCE1 PIERCE2 PIFO PKD2 PKHD1 PLA2G3 PLK4 POC1A POC1B PPP1R35 PRICKLE1 PTPDC1 PTPN23 RAB11A RAB11FIP3 RAB17 RAB1A RAB23 RAB3IP RAB8A RAB8B RABEP2 RABGAP1 RABL2B RFX2 RFX3 RFX4 RILP RILPL1 RILPL2 RO60 ROPN1 ROPN1B RP1 RP1L1 RP2 RPGR RPGRIP1 RPGRIP1L RRP7A RSPH1 RSPH4A RSPH6A RSPH9 RTTN SAXO1 SCLT1 SDCCAG8 SEPTIN2 SEPTIN6 SEPTIN7 SEPTIN9 SGSM3 SNAP29 SNX10 SPACA9 SPAG1 SPAG16 SPAG17 SPAG6 SPATA6 SPEF1 SPEF2 SSNA1 SSX2IP STK36 SYNE2 TAPT1 TBC1D1 TBC1D10A TBC1D10B TBC1D10C TBC1D13 TBC1D14 TBC1D15 TBC1D16 TBC1D17 TBC1D19 TBC1D2 TBC1D20 TBC1D21 TBC1D22A TBC1D22B TBC1D24 TBC1D2B TBC1D3 TBC1D30 TBC1D31 TBC1D32 TBC1D5 TBC1D7 TBC1D8 TBC1D9B TCHP TCTN1 TCTN2 TCTN3 TEKT1 TEKT2 TEKT3 TEKT4 TEKT5 TESK1 TMEM107 TMEM138 TMEM17 TMEM216 TMEM231 TMEM237 TMEM250 TMEM67 TMEM80 TOGARAM1 TPGS1 TRAF3IP1 TRAPPC14 TSGA10IP TTBK2 TTC12 TTC17 TTC21A TTC21B TTC26 TTC29 TTC30A TTC30B TTC36 TTC39C TTC8 TTLL1 TTLL3 TTLL8 TUB TXNDC15 UBE2B UBXN10 UNC119B USP6NL VANGL2 VDAC3 WDPCP WDR11 WDR19 WDR35 WDR44 WDR54 WDR90 WRAP73 WWTR1 YAP1 ZMYND10 GOBP_CILIUM_OR_FLAGELLUM_DEPENDENT_CELL_MOTILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CILIUM_OR_FLAGELLUM_DEPENDENT_CELL_MOTILITY ADCY3 AKAP4 APOB ARMC12 ARMC2 ASH1L ATP1A4 ATP2B4 BBS1 BBS2 BBS4 C2CD6 CABS1 CATSPER1 CATSPER2 CATSPER3 CATSPER4 CATSPERD CATSPERE CATSPERZ CCDC38 CCDC39 CCDC40 CCDC65 CCR6 CELF3 CEP131 CFAP157 CFAP20 CFAP206 CFAP221 CFAP251 CFAP43 CFAP44 CFAP45 CFAP46 CFAP47 CFAP52 CFAP54 CFAP58 CFAP65 CFAP69 CFAP97D1 CHRNA7 CLXN DDX4 DEFB1 DNAAF11 DNAAF2 DNAAF6 DNAH1 DNAH10 DNAH11 DNAH14 DNAH17 DNAH2 DNAH3 DNAH5 DNAH6 DNAH7 DNAH8 DNAH9 DNAI1 DNAI3 DNAJA1 DNHD1 DPCD DRC1 DRC7 DYNC2H1 DZIP1 EFCAB9 EFHC1 ENKUR ENO4 EPPIN FSIP2 GAPDHS GARIN2 GAS2L2 GAS8 GK2 HOATZ IFT81 ING2 INPP5B INTS13 IQCF1 IQCG KIF9 KLC3 LDHC LZTFL1 MAFIP MEIG1 MKKS MNS1 NEURL1 NME8 NPHP4 ODAD3 PFN4 PGAM4 PGK2 PLA2G3 PLTP PRDM14 PRM3 PRSS55 QRICH2 RFX3 RGN RNASE10 ROPN1 ROPN1B ROPN1L RSPH4A RSPH6A RSPH9 SEMG1 SEMG2 SEPTIN4 SLC22A14 SLC22A16 SLC9B1 SLC9B2 SLC9C1 SLIRP SMCP SORD SPAG16 SPAG6 SPEF2 SPEM1 SPEM3 TAC4 TACR1 TACR2 TACR3 TBC1D21 TCTE1 TEKT1 TEKT2 TEKT3 TEKT4 TEKT5 TEX101 TEX43 TMF1 TNP1 TPGS1 TPPP2 TSSK4 TTC12 TTC21A TTLL1 TTLL3 TTLL6 TTLL8 TTLL9 UBE2B VDAC3 VPS13A GOBP_CIRCADIAN_REGULATION_OF_GENE_EXPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CIRCADIAN_REGULATION_OF_GENE_EXPRESSION AHR ATF4 BHLHE40 BHLHE41 BMAL1 BMAL2 CARTPT CAVIN3 CIART CLOCK CRY1 CRY2 CSNK1D CSNK1E DRD2 DRD3 EGR1 GFPT1 HDAC1 HDAC2 HDAC3 HNRNPU HUWE1 ID1 ID2 ID3 ID4 KDM2A KDM5A KDM8 KMT2A LGR4 MAGED1 MC3R MTA1 MYBBP1A MYCBP2 NAMPT NCOA2 NGFR NOCT NPAS2 NR0B2 NR1D1 NRIP1 NUDT12 OGT PASD1 PER1 PER2 PER3 PML PPARA PPARGC1A PPP1CA PPP1CB PPP1CC PRMT5 RAI1 RBM4 RBM4B RELB RORA RORC SIRT1 SIRT6 TOP1 USP2 ZFHX3 ZPBP2 GOBP_CIRCADIAN_RHYTHM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CIRCADIAN_RHYTHM AANAT ADCY1 ADIPOQ ADORA1 ADORA2A ADRB1 AGRP AHR ASS1 ATF4 ATF5 ATG7 ATOH7 BHLHE40 BHLHE41 BMAL1 BMAL2 BTBD9 BTRC C3orf70 CARTPT CAVIN3 CCAR2 CDK1 CHRNB2 CIART CIPC CLDN4 CLOCK CREB1 CRH CRTC1 CRY1 CRY2 CSF2 CSNK1D CSNK1E DDB1 DRD2 DRD3 DRD4 DYRK1A EGR1 EGR3 EP300 EZH2 F7 FBXL17 FBXL21P FBXL3 FBXW11 FBXW7 FXR1 GFPT1 GHRH GHRL GNA11 GNAQ GPR157 GPR176 GSK3B HCRTR2 HDAC1 HDAC2 HDAC3 HEBP1 HNF4A HNRNPD HNRNPR HNRNPU HOMER1 HTR7 HUWE1 ID1 ID2 ID3 ID4 IMPDH2 KAT5 KCNA2 KCND2 KCNH7 KDM2A KDM5A KDM8 KLF10 KLF9 KMT2A LEP LGR4 MAGED1 MAGEL2 MAPK10 MAPK8 MAPK9 MC3R METTL3 MTA1 MTNR1A MTNR1B MTOR MTTP MYBBP1A MYCBP2 NAGLU NAMPT NCOA2 NCOR1 NDUFA9 NFIL3 NFILZ NGFR NKX2-1 NLGN1 NMS NOCT NONO NOS2 NPAS2 NPS NR0B2 NR1D1 NR1D2 NR1H3 NR2F6 NRIP1 NTRK1 NTRK2 NUDT12 OGT OPN3 OPN4 OPN5 OPRL1 PARP1 PASD1 PDE6B PER1 PER2 PER3 PHLPP1 PIWIL2 PML PPARA PPARG PPARGC1A PPP1CA PPP1CB PPP1CC PRKAA1 PRKAA2 PRKCG PRKDC PRKG1 PRMT5 PROK2 PROKR1 PROKR2 PROX1 PSPC1 PTEN PTGDS RAI1 RBM4 RBM4B RELB ROCK2 RORA RORB RORC RPE65 SCN11A SCN9A SETX SFPQ SIAH2 SIK1 SIN3A SIRT1 SIRT6 SLC6A4 SOX14 SPSB4 SREBF1 SRRD SUV39H1 SUV39H2 TARDBP TH THRAP3 TIMELESS TNF TNFRSF11A TOP1 TOP2A TP53 TPH1 TYMS UBE3A USP2 USP7 USP9X ZFHX3 ZPBP2 GOBP_CIRCADIAN_SLEEP_WAKE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CIRCADIAN_SLEEP_WAKE_CYCLE ADORA1 ADORA2A ADRB1 BTBD9 CHRNB2 CRH CSF2 DRD2 FXR1 GHRH GHRL HCRTR2 KCNA2 MTNR1B NLGN1 NPS NR1D1 PARP1 PER3 PTGDS TH GOBP_CIRCADIAN_SLEEP_WAKE_CYCLE_NON_REM_SLEEP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CIRCADIAN_SLEEP_WAKE_CYCLE_NON_REM_SLEEP ADORA1 BTBD9 GHRL KCNA2 MTNR1B PARP1 GOBP_CIRCADIAN_SLEEP_WAKE_CYCLE_SLEEP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CIRCADIAN_SLEEP_WAKE_CYCLE_SLEEP ADORA1 ADORA2A ADRB1 BTBD9 CHRNB2 CRH CSF2 DRD2 FXR1 GHRH GHRL KCNA2 MTNR1B PARP1 PER3 PTGDS GOBP_CIRCULATORY_SYSTEM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CIRCULATORY_SYSTEM_DEVELOPMENT AAMP ABCC8 ABCC9 ABL1 ACACB ACADM ACE ACKR3 ACTA2 ACTC1 ACTG1 ACTN2 ACVR1 ACVR2B ACVRL1 ADAM10 ADAM12 ADAM15 ADAM8 ADAMTS1 ADAMTS5 ADAMTS6 ADAMTS9 ADAP2 ADGRA2 ADGRB1 ADGRB2 ADGRB3 ADGRF5 ADGRG1 ADGRG6 ADIPOR2 ADM ADM2 ADPRHL1 ADRA1A ADRA2B ADTRP AGGF1 AGO1 AGO2 AGTR1 AHI1 AHR AIMP1 AKAP13 AKAP6 AKT1 AKT3 ALDH1A2 ALOX5 ALPK2 ALPK3 AMHR2 AMOT AMOTL1 AMOTL2 ANG ANGPT1 ANGPT2 ANGPT4 ANGPTL3 ANGPTL4 ANGPTL6 ANGPTL7 ANK2 ANKRD1 ANKRD17 ANKS6 ANP32B ANPEP ANTXR1 ANXA1 ANXA2 ANXA3 AP1B1 AP2B1 APC APELA APLN APLNR APOB APOD APOE APOH APOLD1 AQP1 ARHGAP22 ARHGAP24 ARHGEF15 ARID2 ARL13B ARRB2 ASB2 ASB4 ASCL1 ASXL1 ATF2 ATG5 ATM ATP2B4 ATP5F1B ATP5IF1 ATP7A AXIN2 B4GALT1 B9D1 BAK1 BASP1 BAX BBS5 BBS7 BCAS3 BCOR BICC1 BMP10 BMP2 BMP4 BMP5 BMP7 BMPER BMPR1A BMPR2 BORCS8 BORCS8-MEF2B BRCA1 BSG BTG1 BVES C1GALT1 C2CD3 C3 C3AR1 C5AR1 CACNA1C CACNA1G CACYBP CAD CALCRL CALD1 CALR CAMP CARD10 CASP3 CASP7 CASP8 CAV1 CAV3 CBY1 CC2D2A CCBE1 CCDC103 CCDC134 CCDC39 CCDC40 CCL2 CCL24 CCM2 CCM2L CCN1 CCN2 CCN3 CCN6 CCR2 CCR3 CD160 CD34 CD40 CD47 CDC42 CDH11 CDH13 CDH2 CDH5 CDK1 CDKN1A CDKN1B CDX2 CDX4 CEACAM1 CELA1 CEMIP2 CER1 CERT1 CFC1 CFC1B CFLAR CHD7 CHI3L1 CHRNA7 CIB1 CITED1 CITED2 CLDN5 CLEC14A CLIC4 CLUAP1 CMA1 CNMD CNTRL COL11A1 COL15A1 COL18A1 COL1A1 COL1A2 COL27A1 COL2A1 COL3A1 COL4A1 COL4A2 COL4A3 COL5A1 COL8A1 COL8A2 COMP CPE CPLANE2 CRB2 CREB1 CREB3L1 CRELD1 CRIP1 CRKL CSPG4 CSRP3 CTDP1 CTH CTNNB1 CTSH CUL7 CX3CL1 CX3CR1 CXADR CXCL10 CXCL13 CXCL17 CXCL8 CXCR2 CXCR3 CXCR4 CYBB CYP1B1 CYSLTR1 DAB2IP DAG1 DAND5 DAW1 DCHS1 DCN DCTN5 DDAH1 DDIT3 DHRS3 DHX36 DIPK2A DKK1 DLC1 DLL1 DLL4 DLX3 DNAAF1 DNAAF3 DNAAF4 DNAH11 DNAH5 DNAI1 DNMT1 DRC1 DSG2 DSP DUSP6 DVL1 DVL2 DYNC2H1 DZIP1 E2F2 E2F7 E2F8 ECE1 ECM1 ECSCR EDN1 EDN2 EDNRA EEF1AKMT4-ECE2 EFEMP2 EFNA1 EFNA3 EFNB2 EGF EGFL7 EGFR EGLN1 EGR1 EGR2 EGR3 EIF2AK3 EIF4G2 ELK3 ELN EMC10 EMILIN1 EMILIN2 EMP2 ENG ENPEP EOMES EP300 EPAS1 EPGN EPHA1 EPHA2 EPHB1 EPHB2 EPHB3 EPHB4 EPN1 EPN2 EPOR ERAP1 ERBB2 ERBB3 ERBB4 EREG ERRFI1 ESM1 ETS1 ETV2 EXT1 EYA1 F3 FAP FASLG FBN1 FBXW7 FBXW8 FES FGF1 FGF10 FGF12 FGF16 FGF18 FGF19 FGF2 FGF20 FGF3 FGF6 FGF8 FGF9 FGFBP1 FGFR2 FGFRL1 FHL2 FHOD3 FKBP10 FKBP1A FKBPL FLNA FLRT2 FLRT3 FLT1 FLT4 FLVCR1 FMNL3 FN1 FOLR1 FOSL1 FOXC1 FOXC2 FOXF1 FOXH1 FOXJ1 FOXJ2 FOXL1 FOXN1 FOXN4 FOXO1 FOXO4 FOXP1 FOXS1 FREM2 FRS2 FUT1 FZD1 FZD2 FZD4 FZD5 FZD7 FZD8 G6PD GAA GAB1 GADD45A GALNT11 GATA2 GATA3 GATA4 GATA5 GATA6 GBX2 GDF2 GGNBP2 GHRL GHSR GJA1 GJA4 GJA5 GJB6 GJC1 GLI1 GLI2 GLI3 GLMN GLUL GNA11 GNA13 GPC3 GPER1 GPLD1 GPNMB GPR15 GPR4 GPX1 GREB1L GREM1 GRHL2 GRK2 GRN GSK3A GTF2I GYS1 HAND1 HAND2 HAS2 HCN4 HDAC3 HDAC5 HDAC7 HDAC9 HECTD1 HEG1 HES1 HEXIM1 HEY1 HEY2 HEYL HGS HHEX HIF1A HIF1AN HIF3A HIPK1 HIPK2 HK2 HLA-G HMGA2 HMOX1 HNRNPU HOPX HOXA1 HOXA13 HOXA3 HOXA5 HOXA7 HOXB13 HOXB3 HPGD HPSE HRG HS6ST1 HSPB1 HSPB6 HSPB7 HSPG2 HTATIP2 HTR2B HYAL1 ID1 ID2 ID3 IFT122 IFT140 IFT172 IFT20 IFT25 IFT52 IFT57 IFT74 IGF1 IGF1R IHH IL10 IL12A IL12B IL17F IL18 IL1A IL1B IL6 IL6R ILK IMMP2L INHBA INSR IRX3 IRX4 ISL1 ISM1 ITGA2B ITGA3 ITGA5 ITGAV ITGAX ITGB1 ITGB1BP1 ITGB3 ITGB8 JAG1 JAK1 JAM3 JARID2 JCAD JMJD6 JMJD8 JPH2 JUNB JUP KAT2A KAT2B KCNJ11 KCNJ8 KCNK2 KCNQ1 KDM6A KDM6B KDR KIT KLF2 KLF4 KLF5 KLK3 KRIT1 KRT1 LAMA1 LARGE1 LBX1 LDB3 LDLR LEF1 LEFTY1 LEMD2 LEP LEPR LGALS8 LIF LIPA LMNA LMO4 LOX LOXL1 LOXL2 LRG1 LRP1 LRP2 LRP5 LRRC10 LRRC27 LUZP1 LYL1 MAML1 MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K5 MAP3K3 MAPK1 MAPK11 MAPK14 MAPK3 MAPK7 MATR3 MB MBD1 MBD2 MBD3 MCAM MDK MDM2 MDM4 MECP2 MED1 MED12 MEF2A MEF2B MEF2C MEF2D MEGF8 MEIS1 MEOX2 MESP1 MESP2 MFGE8 MIA3 MIB1 MICAL2 MINAR1 MINAR2 MIR1-1 MIR100 MIR101-1 MIR106B MIR10A MIR10B MIR1224 MIR125A MIR125B1 MIR126 MIR1298 MIR130A MIR132 MIR133A1 MIR137 MIR138-1 MIR140 MIR143 MIR145 MIR146A MIR149 MIR150 MIR153-1 MIR15A MIR15B MIR16-1 MIR17 MIR17HG MIR181B1 MIR185 MIR188 MIR18A MIR1908 MIR193A MIR195 MIR196A1 MIR199A1 MIR199B MIR19A MIR19B1 MIR200B MIR200C MIR204 MIR205 MIR206 MIR208A MIR20A MIR20B MIR21 MIR210 MIR212 MIR214 MIR217 MIR22 MIR221 MIR222 MIR223 MIR2355 MIR23A MIR24-1 MIR25 MIR26A1 MIR27A MIR27B MIR296 MIR29A MIR29B1 MIR29C MIR30A MIR30B MIR30C1 MIR30E MIR31 MIR320A MIR329-1 MIR342 MIR34A MIR34B MIR34C MIR361 MIR375 MIR377 MIR378A MIR410 MIR424 MIR451A MIR483 MIR487B MIR492 MIR494 MIR495 MIR497 MIR499A MIR503 MIR505 MIR509-1 MIR548C MIR590 MIR640 MIR873 MIR885 MIR9-1 MIR92A1 MIR939 MIR99B MIRLET7B MIRLET7F1 MIRLET7G MIXL1 MKKS MKS1 MMP14 MMP19 MMP2 MMP21 MMRN2 MNAT1 MOSPD3 MSC MSX1 MSX2 MTDH MTERF4 MTHFD1 MTOR MYBPC3 MYDGF MYH11 MYH6 MYH7 MYH9 MYL2 MYL3 MYL7 MYLK MYLK2 MYLK3 MYO18B MYO1E MYOCD NAA15 NAGLU NAXE NCL NCOA6 NDNF NDP NDRG4 NDST1 NDUFV2 NEB NEBL NEK8 NF1 NFATC1 NFATC2 NFATC3 NFATC4 NFE2L2 NGFR NIBAN2 NINJ1 NIPBL NKX2-5 NKX2-6 NKX3-1 NODAL NOG NOS3 NOTCH1 NOTCH2 NOTCH3 NOTCH4 NOTO NOX1 NOX4 NOX5 NPHP3 NPPA NPPB NPPC NPR1 NPR2 NPR3 NPRL3 NPY1R NPY2R NPY5R NR2E1 NR2F2 NR4A1 NRAP NRARP NRCAM NRG1 NRP1 NRP2 NSD2 NSDHL NTRK2 NTRK3 NUS1 NXN OBSL1 ODAD2 ODAD3 ODAD4 OLFM1 OR10J5 OSR1 OTULIN OVOL2 OXTR PAK4 PANK2 PARP2 PARVA PAX6 PAX8 PAXIP1 PCNA PCSK5 PDCD10 PDCD4 PDCD6 PDCL3 PDE2A PDE3B PDGFA PDGFB PDGFD PDGFRA PDGFRB PDLIM1 PDLIM2 PDLIM3 PDLIM4 PDLIM5 PDLIM7 PDPK1 PDPN PECAM1 PF4 PGF PGK1 PI16 PIFO PIK3C2A PIK3CA PIK3CB PIK3CD PIK3CG PIK3R3 PIK3R6 PIM1 PITX2 PKD1 PKD2 PKM PKNOX1 PKP2 PLCD3 PLCE1 PLCG1 PLEC PLK2 PLN PLPP3 PLXDC1 PLXNA4 PLXND1 PML POFUT1 POGLUT1 POPDC2 POPDC3 POU4F1 POU4F2 POU6F1 PPARA PPARG PPP1R13L PPP1R16B PPP3CB PPP3R1 PRCP PRDM1 PRICKLE1 PRICKLE4 PRKAR1A PRKCA PRKCB PRKD1 PRKD2 PRKDC PRKG1 PRKX PRL PRMT1 PROK1 PROK2 PROP1 PROX1 PRRX1 PSEN1 PSKH1 PTCD2 PTCH1 PTEN PTGIS PTGS2 PTK2 PTK2B PTK7 PTPN11 PTPN14 PTPRB PTPRM PXDN QKI RAMP1 RAMP2 RAP1A RAPGEF2 RAPGEF3 RARA RARB RASA1 RASIP1 RB1 RB1CC1 RBM15 RBM20 RBM24 RBP4 RBPJ RECK REST RGCC RGS2 RGS4 RHOA RHOB RHOJ RIC8A RIN2 RIPPLY3 RLN2 RNF207 RNF213 RNH1 ROBO1 ROBO2 ROBO4 ROCK1 ROCK2 ROM1 RORA RPGRIP1L RPS6KA2 RRAS RSPO3 RTN4 RUNX1 RYR1 RYR2 S100A1 S100A7 S1PR1 SALL1 SALL4 SARS1 SASH1 SAT1 SAV1 SCG2 SCN11A SCN5A SCUBE1 SCX SEC24B SEMA3C SEMA3E SEMA4A SEMA5A SEMA6A SERPINB7 SERPINE1 SERPINF1 SERPINF2 SETD2 SETDB2 SFRP1 SFRP2 SGCB SGCD SGCG SGCZ SGPL1 SH2D2A SH3PXD2B SHB SHC1 SHH SHOX2 SIK1 SIRT1 SIRT6 SIX1 SKI SLC12A2 SLC12A6 SLC1A1 SLC2A10 SLC2A12 SLC31A1 SLC39A12 SLC8A1 SLC9A1 SLIT2 SLIT3 SLITRK5 SMAD1 SMAD2 SMAD3 SMAD4 SMAD5 SMAD6 SMAD7 SMARCD3 SMG9 SMO SMOC2 SMYD1 SMYD2 SMYD4 SNAI1 SNAI2 SNX17 SOCS3 SOD2 SORBS2 SOS1 SOX11 SOX17 SOX18 SOX4 SOX6 SOX9 SP1 SP100 SPARC SPHK1 SPHK2 SPI1 SPINK5 SPINT1 SPRED1 SPRY1 SPRY2 SRF SRI SRPK2 SRPX2 STAB1 STAB2 STARD13 STAT1 STAT3 STIL STIM1 STK11 STK3 STK4 STRA6 SUFU SULF1 SVEP1 SYK SYNE1 SYNJ2BP SYNPO2L SYPL2 TAB1 TAB2 TAFA5 TAFAZZIN TAL1 TBC1D32 TBX1 TBX18 TBX19 TBX2 TBX20 TBX3 TBX4 TBX5 TBX6 TBXA2R TBXT TCAP TCF21 TCF25 TCF7L2 TDGF1 TDGF1P3 TEAD2 TEK TENM4 TERT TFAP2B TFDP2 TGFA TGFB1 TGFB2 TGFB3 TGFBI TGFBR1 TGFBR2 TGFBR3 TH THBS1 THBS2 THBS4 THSD7A THY1 TIE1 TIPARP TJP1 TLR3 TMED2 TMEM100 TMEM204 TMEM215 TMEM231 TMEM65 TMIGD2 TNF TNFAIP2 TNFAIP3 TNFRSF12A TNFRSF1A TNFRSF1B TNFSF12 TNMD TNN TNNC1 TNNI1 TNNI3 TNNT2 TOMM70 TP53 TP73 TPM1 TRAF3IP2 TREX1 TRIP11 TSC1 TSC2 TSPAN12 TSPAN18 TTN TWIST1 TYMP UBP1 UNC5B UTY VANGL2 VASH1 VASH2 VAV2 VAV3 VCAM1 VEGFA VEGFB VEGFC VEGFD VEZF1 VGLL4 VHL VPS4B VSTM4 WARS1 WARS2 WASF2 WDPCP WDR11 WIF1 WNK1 WNT11 WNT16 WNT2 WNT3A WNT4 WNT5A WNT7A WNT7B WNT8A WT1 XBP1 XDH XIRP2 YAP1 YJEFN3 YY1 ZBTB14 ZC3H12A ZDHHC16 ZFAND5 ZFP36L1 ZFPM1 ZFPM2 ZIC3 ZMIZ1 ZMPSTE24 ZNF304 GOBP_CIRCULATORY_SYSTEM_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CIRCULATORY_SYSTEM_PROCESS ABAT ABCA2 ABCB1 ABCC1 ABCC2 ABCC3 ABCC4 ABCC5 ABCC8 ABCC9 ABCG2 ABL1 ACE ACE2 ACSM3 ACTA2 ACTC1 ACVRL1 ADA ADAMTS16 ADCY10 ADCY6 ADD3 ADH5 ADIPOQ ADM ADM2 ADM5 ADORA1 ADORA2A ADORA2B ADORA3 ADRA1A ADRA1B ADRA1D ADRA2A ADRA2B ADRA2C ADRB1 ADRB2 ADRB3 AGER AGT AGTR1 AGTR2 AGTRAP AKAP12 AKAP13 AKAP9 ANGPT1 ANK2 APELA APLN APOE AR ARHGAP35 ARHGAP42 ASB3 ASIC2 ATG5 ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP1B1 ATP1B2 ATP2A1 ATP2A2 ATP2A3 ATP2B1 ATP2B2 ATP2B3 ATP2B4 ATP6AP2 ATP8A1 AVP AVPR1A AVPR1B AVPR2 AZU1 BBS2 BBS4 BCR BDKRB1 BDKRB2 BIN1 BMP10 BMP6 BMPR2 BRS3 BVES C2CD4A C2CD4B C3AR1 CACNA1C CACNA1D CACNA1G CACNA1H CACNA2D1 CACNB2 CALCA CALM1 CALM2 CALM3 CAMK2D CARTPT CASQ2 CASR CAV1 CAV3 CBS CD36 CD38 CDC42 CDH5 CEACAM1 CELF2 CHD7 CHGA CHRM2 CHRM3 CHRNA7 CLDN5 CLIC2 CMA1 CNR1 COL1A2 COL4A3 COMP CORIN CORO2B CPA3 CPS1 CRP CSRP3 CTNNA3 CTNNBIP1 CTSG CTSZ CXADR CXCL10 CXCL12 CXCR2 CXCR4 CYB5R3 CYP11B1 CYP11B2 CYP2J2 CYP4A11 CYP4F12 CYP4F2 CYSLTR1 DBH DDAH1 DES DLG1 DLL1 DLL4 DMD DMPK DNM1L DOCK4 DOCK5 DRD1 DRD2 DRD3 DRD5 DSC2 DSG2 DSP E2F4 ECE1 EDN1 EDN2 EDN3 EDNRA EDNRB EHD3 ELN EMILIN1 EMILIN2 EMP2 ENPEP ENSG00000274276 EPAS1 EPO ERAP1 ERAP2 EXT1 EXT2 F2R F2RL1 F5 FAAH FABP5 FERMT2 FFAR3 FGA FGB FGF12 FGF13 FGFBP3 FGG FKBP1B FLI1 FLNA FOXC1 FOXC2 FOXN4 FXYD1 FYN GAA GAS6 GATA4 GATA6 GCGR GCH1 GCLC GCLM GHRL GJA1 GJA5 GJC1 GJC3 GJD3 GLP1R GLRX3 GNA11 GNA12 GNA13 GNAI2 GNB3 GPD1L GPER1 GPR37L1 GPR4 GPX1 GRIP2 GRK2 GSK3A GSN GSTM2 GSTO1 GUCY1A1 GUCY1B1 HBB HBEGF HCN4 HEG1 HEY2 HOPX HRC HRH1 HRH2 HSD11B2 HSP90AA1 HSPB7 HTR1A HTR1B HTR1D HTR2A HTR2B HTR7 ID2 IER3 IMMP2L INS INSR IRX3 ISL1 ITGA1 ITGB1BP1 JUP KAT2B KCNA5 KCND2 KCND3 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNG2 KCNH2 KCNH6 KCNIP2 KCNJ12 KCNJ2 KCNJ3 KCNJ5 KCNJ8 KCNK6 KCNMA1 KCNMB1 KCNMB2 KCNMB4 KCNN2 KCNQ1 KEL KL KLF2 KLK1 KNG1 LEP LEPR LNPEP LPA LRP1 LRP2 LRP3 LRP5 MAP2K3 MAP2K6 MC3R MDM2 MECP2 MEF2A MFSD2A MIR1-1 MIR133A1 MIR153-1 MIR17 MIR199A1 MIR19A MIR200C MIR208A MIR21 MIR23A MIR26A1 MIR27B MIR30E MIR328 MIR448 MIR92A1 MKKS MMP2 MTNR1B MTOR MYBPC3 MYH6 MYH7 MYL2 MYL3 MYL4 MYL7 MYLK2 MYLK3 MYOF NAV2 NCALD NDST2 NEDD4L NHERF1 NKX2-5 NOS1 NOS1AP NOS2 NOS3 NOX1 NOX4 NPPA NPPB NPPC NPR1 NPR2 NPR3 NPY NPY1R NR2F2 NTS NTSR1 NUP155 OCLN OLR1 OPRL1 OR51E2 OXTR P2RX1 P2RX2 P2RX4 P2RY1 P2RY2 PCSK5 PDE2A PDE3A PDE4B PDE4D PDE5A PDGFB PER2 PIK3C2A PIK3CA PIK3CG PKP2 PLCB3 PLEC PLN PLOD3 PLVAP POMC POPDC2 POSTN PPARA PPARG PPCS PPP1R13L PRCP PRKACA PRKG1 PTAFR PTGS1 PTGS2 PTP4A3 PTPRJ PTPRO QRFP RAMP2 RAMP3 RANGRF RAP1GDS1 RASL10B REN RENBP RGS2 RGS4 RHOA RNF207 RNLS ROCK1 ROCK2 RPS6KA2 RYR2 S100A1 SCN10A SCN1A SCN1B SCN2B SCN3B SCN4B SCN5A SCNN1A SCNN1B SCNN1D SCNN1G SCPEP1 SERPINF2 SERPING1 SGCD SGCG SGCZ SGK1 SH3GL2 SHOX2 SLC12A2 SLC13A3 SLC15A2 SLC16A1 SLC16A12 SLC16A2 SLC16A7 SLC19A1 SLC1A1 SLC1A2 SLC1A3 SLC1A4 SLC1A5 SLC22A1 SLC22A2 SLC22A3 SLC22A5 SLC22A8 SLC24A3 SLC27A1 SLC27A4 SLC28A2 SLC29A1 SLC29A2 SLC29A4 SLC2A1 SLC2A10 SLC2A13 SLC2A3 SLC2A4 SLC2A5 SLC38A1 SLC38A2 SLC38A3 SLC38A5 SLC44A1 SLC4A3 SLC4A4 SLC4A5 SLC4A8 SLC5A1 SLC5A3 SLC5A5 SLC5A6 SLC6A1 SLC6A13 SLC6A17 SLC6A20 SLC6A4 SLC6A6 SLC6A9 SLC7A1 SLC7A2 SLC7A3 SLC7A5 SLC7A8 SLC8A1 SLC8A2 SLC8A3 SLC9A1 SLCO1C1 SLCO2B1 SLCO3A1 SLIT2 SMAD3 SMAD5 SMAD7 SMTNL1 SNTA1 SNX5 SOD1 SOD2 SOD3 SPTBN4 SPX SRC SREBF1 SRI STAT1 STC1 STK39 SUCNR1 SUMO1 SVEP1 TAC3 TAC4 TACR1 TACR2 TACR3 TAFAZZIN TBC1D8 TBX18 TBX2 TBX20 TBX5 TBXA2R TBXAS1 TCAP TEK TFRC TGFB1 TGFB2 TH THRA THRB TJP1 TJP2 TJP3 TMEM161B TMEM38A TMEM38B TMEM65 TMIGD3 TNF TNNC1 TNNI1 TNNI2 TNNI3 TNNI3K TNNT2 TPM1 TRDN TREX1 TRPC1 TRPM4 TRPV1 TRPV4 TTN UCN UMOD UTS2 UTS2B UTS2R VEGFA VEGFB VEGFC VSTM4 WNK1 WNK4 WWTR1 XCL2 YAP1 YES1 YWHAE ZC3H12A ZDHHC21 ZEB2 ZMPSTE24 ZNHIT1 GOBP_CITRATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CITRATE_METABOLIC_PROCESS ACLY ACO1 ACO2 CS IREB2 GOBP_CITRATE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CITRATE_TRANSPORT SFXN5 SLC13A3 SLC13A5 SLC25A1 UMOD GOBP_CITRULLINE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CITRULLINE_BIOSYNTHETIC_PROCESS ALDH18A1 ATP2B4 CAD CPS1 OTC GOBP_CITRULLINE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CITRULLINE_METABOLIC_PROCESS ALDH18A1 ASS1 ATP2B4 CAD CPS1 DDAH1 DDAH2 OTC GOBP_CLATHRIN_COATED_VESICLE_CARGO_LOADING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CLATHRIN_COATED_VESICLE_CARGO_LOADING AP3B1 AP3B2 AP3D1 AP3M1 AP3M2 AP3S1 AP3S2 GOBP_CLATHRIN_COAT_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CLATHRIN_COAT_ASSEMBLY AP2S1 CALY CLINT1 CLTA CLTC DAB2 EPS15 FCHO1 FCHO2 GAK HIP1 HIP1R NSG1 NSG2 PICALM PIK3C2A SNAP91 GOBP_CLATHRIN_DEPENDENT_ENDOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CLATHRIN_DEPENDENT_ENDOCYTOSIS AAK1 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 BMP2K CANX CCDC32 CLTA CLTB CLTC DAB2 DGKD DLL1 DNAJC6 FCHO1 FCHO2 FCHSD2 FNBP1L GAK GPR107 HIP1R INPP5F ITGA4 ITSN1 ITSN2 LMBRD1 MAGI2 NEU3 PICALM PIK3CB PIP5K1C PROM2 SCYL2 SGIP1 SH3GL3 SIGLEC1 SLC9B2 SMAP1 SNAP91 STON1 STON2 TNK2 UBQLN2 UNC119 USH1G WASL GOBP_CLEARANCE_OF_FOREIGN_INTRACELLULAR_NUCLEIC_ACIDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CLEARANCE_OF_FOREIGN_INTRACELLULAR_NUCLEIC_ACIDS APOBEC3A APOBEC3B APOBEC3C APOBEC3D APOBEC3F APOBEC3H GOBP_CLEAVAGE_FURROW_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CLEAVAGE_FURROW_FORMATION AURKB RHOA SNX18 SNX33 SNX9 SPIRE1 SPIRE2 GOBP_CLUSTERING_OF_VOLTAGE_GATED_SODIUM_CHANNELS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CLUSTERING_OF_VOLTAGE_GATED_SODIUM_CHANNELS AGRN GLDN MYOC NRCAM SCLT1 SPTBN4 GOBP_CMP_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CMP_METABOLIC_PROCESS DCK DPYD DPYS UCK1 UCK2 UCKL1 UPB1 UPP1 GOBP_COBALAMIN_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_COBALAMIN_METABOLIC_PROCESS ABCD4 AMN CLYBL CUBN MMAA MMAB MMACHC MMADHC MTR GOBP_COBALAMIN_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_COBALAMIN_TRANSPORT ABCC1 ABCD4 AMN CBLIF CD320 CUBN LRP2 TCN1 TCN2 GOBP_COBALT_ION_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_COBALT_ION_TRANSPORT CBLIF MMGT1 SLC11A2 SLC30A5 SLC39A8 SLC41A2 TCN1 TCN2 GOBP_COCHLEA_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_COCHLEA_DEVELOPMENT ADAM10 CALB1 CCNA2 CECR2 CTHRC1 DCANP1 DCHS1 DVL1 DVL2 EPHA4 EYA1 FRZB FZD2 GABRA5 GABRB2 GATA2 GRHL3 HES1 HEY2 HOXA1 HPN IFT20 IFT27 KCNK2 KCNK3 KCNQ1 MCM2 MYO3A MYO3B NEUROG1 PAFAH1B1 PAX2 POU3F4 PTK7 RPGRIP1L SIX1 SLC17A8 SLC26A5 SLITRK6 SOBP SOX9 TBX1 TBX18 TBX2 TIFAB WNT5A ZEB1 GOBP_COCHLEA_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_COCHLEA_MORPHOGENESIS CTHRC1 DCANP1 DVL1 DVL2 EYA1 FRZB FZD2 GRHL3 HOXA1 HPN MYO3A MYO3B NEUROG1 PAX2 POU3F4 PTK7 SIX1 SOX9 TBX1 TBX18 TBX2 TIFAB WNT5A ZEB1 GOBP_COENZYME_A_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_COENZYME_A_BIOSYNTHETIC_PROCESS ACAT1 ACOT7 COASY DCAKD PANK1 PANK2 PANK3 PANK4 PPCDC PPCS SLC25A16 GOBP_COENZYME_A_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_COENZYME_A_METABOLIC_PROCESS ACAT1 ACLY ACOT7 COASY CROT DCAKD HMGCR MCCC2 NUDT19 NUDT7 NUDT8 PANK1 PANK2 PANK3 PANK4 PPCDC PPCS SLC25A16 VNN1 GOBP_COGNITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_COGNITION AAAS ABCA7 ABCC8 ABL1 ADAM2 ADCY1 ADCY3 ADCY8 ADGRB3 ADGRF1 ADNP ADORA1 AFF2 AGER AMFR APOE APP ARC ARF4 ARL6IP5 ARMCX5-GPRASP2 ASIC1 ATAD1 ATP1A2 ATP8A1 ATXN1 ATXN1L B2M B3GAT1 B4GALT2 BBS4 BCHE BDNF BGLAP BRAF BRINP1 BRSK1 BTBD9 BTG2 C12orf57 C1QL1 C5AR1 CALB1 CAMK2N1 CAMK4 CASP3 CBR3 CCL11 CCND2 CDK5 CHD7 CHL1 CHMP2B CHRM1 CHRNA4 CHRNA7 CHRNB2 CHST10 CIC CLDN5 CLN3 CLN8 CLSTN2 CNR1 CNTN2 CNTNAP2 CPEB3 CREB1 CRH CRHBP CRTC1 CSMD1 CTNS CUX2 CX3CR1 CYFIP1 DBH DCANP1 DDHD2 DGCR2 DKK1 DLG4 DNAAF4 DNAH11 DOP1B DRD1 DRD2 DRD3 DRD5 EGFR EGR2 EHMT2 EIF2AK4 EIF4A3 EIF4EBP2 ELAVL4 EN1 EP300 EPHB2 FAM107A FEN1 FGF13 FOS FOSL1 FOXB1 FOXO6 FYN FZD9 GABRA5 GALR2 GALR3 GATM GHSR GIP GIT1 GLP1R GM2A GPI GPR155 GPR158 GPR88 GPRASP3 GRIA1 GRIN1 GRIN2A GRIN2B GRM5 GRPR GTF2A1L HIF1A HLA-DRA HMGCR HOXA1 HRH1 HRH3 HTR2A HTT IFT20 INS INSR ITGA3 ITGA5 ITGA8 ITGB1 ITPR3 JAKMIP1 JPH3 JPH4 KAT2A KAT2B KCNK10 KCNK2 KCNK4 KIT KLK8 KMT2A KRAS LARGE1 LCE1D LDLR LGMN LHCGR LHX8 LILRB2 LINS1 LMX1A LRRC66 LRRN4 MAGT1 MAN2B1 MAP1A MAPK1 MAPK8IP2 MAPT MDK MECP2 MEF2C MEIS2 METTL23 MFSD2A MGAT3 MME MUSK NCSTN NDRG4 NEDD9 NETO1 NEUROD2 NEUROG1 NF1 NFATC4 NGF NIPBL NLGN3 NLGN4X NLGN4Y NOG NPAS4 NPS NPTX2 NRXN1 NRXN2 NRXN3 NSUN5 NTAN1 NTF3 NTF4 NTRK1 NTRK2 NTSR1 OPRK1 OPRL1 OR52B4 OXTR PAFAH1B1 PAIP2 PAK5 PAK6 PAX6 PDE1B PDE8B PIAS1 PICALM PJA2 PLCB1 PLK2 POMK PPP1R1B PPP1R9B PPP3CB PPT1 PRKAR1B PRKAR2B PRKCG PRKCZ PRKN PRNP PRRT1 PSEN1 PTCHD1 PTEN PTGS2 PTN PTPRZ1 RAG1 RAPGEF3 RASGRF1 RCAN1 RELN RGS14 RIC8A RP9 RPS6KB1 RTL4 S100B SCN2A SERPINF1 SETD5 SGK1 SHANK1 SHANK2 SHANK3 SHISA7 SHROOM4 SLC11A2 SLC12A5 SLC1A1 SLC1A4 SLC24A2 SLC2A4 SLC6A1 SLC6A4 SLC7A11 SLC8A2 SLC8A3 SNAP25 SOBP SORCS3 SPECC1 SPG11 SRC SRF ST3GAL4 STRA6 SYNGAP1 SYNJ1 SYT11 SYT4 TACO1 TACR1 TACR2 TAFA2 TANC1 TBR1 TH THRA TIFAB TLR2 TMOD2 TMPRSS11E TNF TNR TPBG TREM2 TSC1 TTBK1 TTC36 TTC8 TUBA1A TUSC3 UBA6 UCN VDAC1 VIP VLDLR YTHDF1 ZNF385A GOBP_COLLAGEN_ACTIVATED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_COLLAGEN_ACTIVATED_SIGNALING_PATHWAY COL1A1 COL4A1 COL4A2 COL4A3 COL4A5 COL4A6 DDR1 DDR2 GP6 ITGA11 ITGA2 JAK2 OSCAR SYK UBASH3B GOBP_COLLAGEN_ACTIVATED_TYROSINE_KINASE_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_COLLAGEN_ACTIVATED_TYROSINE_KINASE_RECEPTOR_SIGNALING_PATHWAY COL1A1 COL4A1 COL4A2 COL4A3 COL4A5 COL4A6 DDR1 DDR2 SYK UBASH3B GOBP_COLLAGEN_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_COLLAGEN_BIOSYNTHETIC_PROCESS ADAMTS3 AMELX BMP4 CBX8 CIITA COL1A1 COL5A1 CREB3L1 CYGB CYP7A1 DDR2 EMILIN1 ENG F2 F2R FOSL2 HDAC2 IHH IL6 INHBA ITGA2 LARP6 MIR145 MIR149 MIR218-1 MIR29A MIR29B1 MIR92A1 MYB NOTCH1 NPPC P3H3 P3H4 PCOLCE RCN3 RGCC RUNX1 SCX SERPINB7 SERPINF2 SERPINH1 SUCO TGFB1 TGFB3 TRAM2 UCN VIM WNT4 GOBP_COLLAGEN_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_COLLAGEN_CATABOLIC_PROCESS ADAM15 ADAMTS14 ADAMTS2 ADAMTS3 CST3 CTSB CTSK CTSL CTSS FAP FURIN ITGB1 KLK6 MMP1 MMP10 MMP11 MMP12 MMP13 MMP14 MMP15 MMP16 MMP17 MMP19 MMP2 MMP20 MMP21 MMP23B MMP24 MMP25 MMP26 MMP27 MMP28 MMP3 MMP7 MMP8 MMP9 MRC2 PEPD PRSS2 PRTN3 RETREG1 RETREG2 RETREG3 TMPRSS6 VSIR GOBP_COLLAGEN_FIBRIL_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_COLLAGEN_FIBRIL_ORGANIZATION ADAMTS12 ADAMTS14 ADAMTS2 ADAMTS3 ADAMTS7 AEBP1 ANXA2 ATP7A BMP1 CHADL COL11A1 COL11A2 COL12A1 COL14A1 COL18A1 COL1A1 COL1A2 COL27A1 COL28A1 COL2A1 COL3A1 COL5A1 COL5A2 COL5A3 COLGALT1 COLGALT2 COMP CRTAP CYP1B1 DDR2 DPT EFEMP2 EMILIN1 EXT1 FKBP10 FMOD FOXC1 FOXC2 GREM1 LOX LOXL1 LOXL2 LOXL3 LOXL4 LUM MIR29B1 MMP11 NF1 OPTC P3H4 P4HA1 PLOD3 PXDN RB1 SCX SERPINF2 SERPINH1 SFRP2 TGFB2 TGFBR1 TLL1 TLL2 TNXB VIPAS39 VPS33B GOBP_COLLAGEN_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_COLLAGEN_METABOLIC_PROCESS ADAM15 ADAMTS14 ADAMTS2 ADAMTS3 AMELX BMP4 CBX8 CIITA COL1A1 COL1A2 COL5A1 CREB3L1 CST3 CTSB CTSK CTSL CTSS CYGB CYP7A1 DDR2 EMILIN1 ENG F2 F2R FAP FOSL2 FURIN HDAC2 HIF1A IHH IL6 INHBA ITGA2 ITGB1 KLK6 LARP6 MFAP4 MIR145 MIR149 MIR21 MIR218-1 MIR29A MIR29B1 MIR92A1 MMP1 MMP10 MMP11 MMP12 MMP13 MMP14 MMP15 MMP16 MMP17 MMP19 MMP2 MMP20 MMP21 MMP23B MMP24 MMP25 MMP26 MMP27 MMP28 MMP3 MMP7 MMP8 MMP9 MRC2 MYB NAGLU NOTCH1 NPPC P2RX7 P3H1 P3H2 P3H3 P3H4 PCOLCE PEPD PLOD3 PRSS2 PRTN3 RCN3 RETREG1 RETREG2 RETREG3 RGCC RUNX1 SCX SERPINB7 SERPINF2 SERPINH1 SMPD3 SUCO TGFB1 TGFB3 TMPRSS6 TNS2 TNXB TRAM2 UCN VIM VIPAS39 VPS33B VSIR WNT4 GOBP_COLLATERAL_SPROUTING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_COLLATERAL_SPROUTING APP BDNF COBL CRABP2 DCC DVL1 EFNA5 EPHA7 FGF13 FSTL4 HDAC6 IFRD1 IST1 LPAR3 NGF NIN NPR2 PRKG1 PTPRS RGMA RND2 SEMA4D SPART SPP1 ULK1 ULK2 WNT3 WNT3A GOBP_COLLATERAL_SPROUTING_IN_ABSENCE_OF_INJURY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_COLLATERAL_SPROUTING_IN_ABSENCE_OF_INJURY APP COBL SPART WNT3 WNT3A GOBP_COLLECTING_DUCT_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_COLLECTING_DUCT_DEVELOPMENT AKR1B1 AQP2 CALB1 DACT2 DLG5 NOTCH1 PAX2 PAX8 PKD1 PTCH1 SHH TFAP2B UMOD WNT7B WNT9B GOBP_COLUMNAR_CUBOIDAL_EPITHELIAL_CELL_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_COLUMNAR_CUBOIDAL_EPITHELIAL_CELL_DEVELOPMENT AKT1 BAD BHLHA15 BMAL1 BMP4 BMP5 BMP6 C1GALT1 CDH2 CDK6 CDKN1A CLOCK DLL1 FASN FZD5 GATA2 GDF11 GPAT4 GSK3A GSK3B HIF1A HOXA5 IL6ST INSM1 KLF5 MIR29B1 MIR541 NKX2-2 NKX3-2 NKX6-1 PAX6 PDPK1 PGR PRDM1 RARA RARB RARG RFX3 RHEB ROS1 SIDT2 SLC9A4 SMO SPDEF SRC TIGAR TLR9 TMIGD1 TYMS WNT5A YAP1 YIPF6 GOBP_COLUMNAR_CUBOIDAL_EPITHELIAL_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_COLUMNAR_CUBOIDAL_EPITHELIAL_CELL_DIFFERENTIATION ABL1 AGR2 AKT1 ASCL1 B9D1 BAD BCCIP BHLHA15 BMAL1 BMP2 BMP4 BMP5 BMP6 BMP7 C1GALT1 CAV1 CBFA2T2 CDH2 CDK6 CDKN1A CDX2 CEBPB CLCN2 CLOCK CTNNB1 DLG5 DLL1 DLX3 DSPP EMX1 ENAM EXT1 FAM20C FASN FGF2 FGF8 FGFR2 FOXA1 FST FZD5 GATA2 GATA4 GATA5 GATA6 GDF11 GPAT4 GSK3A GSK3B HES1 HIF1A HOXA5 IL13 IL31RA IL6ST INSM1 IPO7 JAG1 KLF4 KLF5 LHX3 MAP1B MIR29B1 MIR541 NEUROD1 NFIB NKX2-2 NKX3-2 NKX6-1 NKX6-2 NKX6-3 NODAL NOTCH1 NPY NR5A2 ONECUT1 OTP PAX6 PDPK1 PDX1 PERCC1 PGR POU3F2 PRDM1 PROX1 PTK6 PYY RARA RARB RARG RBM4 RFX3 RFX6 RHEB ROS1 RPTOR SAV1 SERPINE1 SIDT2 SLC9A4 SMAD2 SMO SOX11 SOX4 SOX9 SPDEF SRC TGFB1 TIGAR TLR9 TMEM231 TMIGD1 TP63 TUBB TYMS VAX1 VHL WDR77 WNT11 WNT4 WNT5A YAP1 YIPF6 ZNF800 GOBP_COLUMNAR_CUBOIDAL_EPITHELIAL_CELL_MATURATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_COLUMNAR_CUBOIDAL_EPITHELIAL_CELL_MATURATION BHLHA15 CDKN1A FZD5 GATA2 GDF11 GPAT4 HIF1A HOXA5 NKX6-1 PGR RFX3 TMIGD1 TYMS GOBP_COMMA_SHAPED_BODY_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_COMMA_SHAPED_BODY_MORPHOGENESIS BMP4 HES1 HES5 LHX1 PAX8 GOBP_COMMISSURAL_NEURON_AXON_GUIDANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_COMMISSURAL_NEURON_AXON_GUIDANCE ADAM17 DAG1 EPHB2 FZD3 GDNF NCAM1 NFIB NRP1 PTCH1 RYK SMO VEGFA GOBP_COMMON_BILE_DUCT_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_COMMON_BILE_DUCT_DEVELOPMENT HES1 MKS1 NOTCH2 SOX17 SOX9 GOBP_COMMON_MYELOID_PROGENITOR_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_COMMON_MYELOID_PROGENITOR_CELL_PROLIFERATION BAP1 CEACAM1 FBXO4 FLT3 GSTP1 ITPKB LIPA NR4A3 UNCX GOBP_COMPARTMENT_PATTERN_SPECIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_COMPARTMENT_PATTERN_SPECIFICATION DLL1 DLL3 LFNG NOTCH1 PBX3 GOBP_COMPLEMENT_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_COMPLEMENT_ACTIVATION A2M C1QA C1QB C1QBP C1QC C1R C1RL C1S C2 C3 C4A C4B C4BPA C4BPB C5 C6 C7 C8A C8B C8G C9 CD46 CD55 CD59 CD5L CFB CFD CFH CFHR1 CFHR2 CFHR3 CFHR4 CFHR5 CFI CFP CLU COLEC10 COLEC11 CR1 CR1L CR2 FCN1 FCN2 FCN3 IGHA1 IGHA2 IGHE IGHG1 IGHG2 IGHG3 IGHG4 IGHM IL1B KRT1 MASP1 MASP2 MBL2 MIR520B MIR520E NCR3LG1 PHB1 PHB2 RGCC SERPING1 SUSD4 SVEP1 TREM2 VSIG4 GOBP_COMPLEMENT_ACTIVATION_ALTERNATIVE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_COMPLEMENT_ACTIVATION_ALTERNATIVE_PATHWAY C3 C5 C7 C8A C8B C8G C9 CFB CFD CFH CFHR5 CFP CR1 CR2 MIR520B MIR520E SUSD4 VSIG4 GOBP_COMPLEMENT_ACTIVATION_CLASSICAL_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_COMPLEMENT_ACTIVATION_CLASSICAL_PATHWAY C1QA C1QB C1QBP C1QC C1R C1RL C1S C2 C3 C4A C4B C4BPA C4BPB C5 C6 C7 C8A C8B C8G C9 CD46 CD55 CFI CLU CR1 CR1L CR2 IGHA1 IGHA2 IGHE IGHG1 IGHG2 IGHG3 IGHG4 IGHM MASP2 MBL2 NCR3LG1 SERPING1 SUSD4 SVEP1 TREM2 GOBP_COMPLEMENT_ACTIVATION_LECTIN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_COMPLEMENT_ACTIVATION_LECTIN_PATHWAY A2M COLEC10 COLEC11 FCN1 FCN2 FCN3 KRT1 MASP1 MASP2 MBL2 SERPING1 GOBP_COMPLEMENT_DEPENDENT_CYTOTOXICITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_COMPLEMENT_DEPENDENT_CYTOTOXICITY C3 CD55 CD59 CD5L CFH CR1 CR1L IGHG1 IL10 IL11 IL13 IL4 RAB27A TGFB2 GOBP_COMPLEMENT_RECEPTOR_MEDIATED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_COMPLEMENT_RECEPTOR_MEDIATED_SIGNALING_PATHWAY C3AR1 C5AR1 C5AR2 CMKLR1 CR1 CR2 FPR1 FPR2 FPR3 GPLD1 GPR32 GPR32P1 GPR33 GOBP_CONNECTIVE_TISSUE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CONNECTIVE_TISSUE_DEVELOPMENT ABHD15 ACAT1 ACTA2 ACVRL1 ADAMTS12 ADAMTS7 AMELX AMER1 ANXA6 ARID5A ARID5B ARRDC3 ATF2 ATP7A AXIN2 BARX2 BBS1 BBS2 BBS4 BGN BMP1 BMP10 BMP2 BMP3 BMP4 BMP5 BMP6 BMP7 BMP8A BMP8B BMPR1A BMPR1B BMPR2 BPNT2 CASR CBS CCN1 CCN2 CCN3 CCN4 CD34 CD44 CER1 CFLAR CHADL CHI3L1 CHRDL2 CHST11 CHSY1 CNMD COL11A1 COL11A2 COL1A1 COL27A1 COL2A1 COL3A1 COL5A1 COMP CREB3L2 CRIP1 CSF1 CSGALNACT1 CTNNB1 CTSK CYTL1 DDRGK1 DGAT2 DHRS7B DLX2 DYRK1B EBF2 ECM1 EDN1 EFEMP1 EGR1 EIF2AK3 ENSG00000274276 EPYC EVC EXT1 EXT2 FGF18 FGF2 FGF4 FGF6 FGF9 FGFR3 FOSL2 FOXA1 FOXC2 FOXD1 FRZB FTO GATA3 GDF2 GDF5 GDF6 GDF7 GHR GHRL GLG1 GLI3 GPLD1 GPR4 GREM1 HAND1 HAND2 HES5 HIF1A HMGA2 HMGCS2 HOXA11 HOXA3 HOXA5 HOXB3 HOXC4 HOXD3 HRAS HSD17B1 HYAL1 HYAL2 HYAL3 ID4 IFT80 IHH IL17F IL6R ITGB3 ITGB8 KAT2A KLF7 LARGE1 LEP LIPA LNPK LOX LOXL2 LPL LRP5 LTBP3 MAF MAPK14 MAPK3 MATN1 MATN3 MBOAT2 MDK MEF2C MEF2D MEX3C MGP MIR125A MIR138-1 MIR21 MKKS MMP13 MSX1 MSX2 MUSTN1 MYF5 NAMPT NCOA1 NCOA2 NFATC2 NFIA NFIB NKX3-2 NOG NOTCH1 NPPC NPR2 NR1H4 OGN OPTC OSR1 OSR2 OTOR PARP1 PAXIP1 PBXIP1 PDGFA PDGFB PDGFD PDGFRB PGRMC2 PIK3CA PITX1 PKD1 PKDCC PLAAT3 POU4F2 PPARD PPARG PPARGC1A PRKAA1 PRKG2 PRRX1 PTH PTH1R PTHLH PTPN11 PUM2 RARA RARB RARG RASAL2 RB1 RFLNA RFLNB RORC RSPO2 RUNX1 RUNX2 RUNX3 RXFP1 SATB2 SCIN SCX SELENOM SERPINB7 SERPINH1 SFRP2 SH3PXD2B SHOX2 SIRT1 SIX2 SLC25A25 SLC26A2 SLC39A13 SLC39A14 SMAD1 SMAD3 SMAD5 SMAD7 SMPD3 SNAI1 SNAI2 SNORC SNX19 SORL1 SOX5 SOX6 SOX8 SOX9 SPART SPI1 SPTLC2 SRF STC1 SULF1 SULF2 TAPT1 TBL1XR1 TGFB1 TGFBI TGFBR1 TGFBR2 THBS3 THRA TIMP1 TRIP11 TRPM4 TRPS1 TRPV4 TSKU TWSG1 TYMS UBB UMODL1 UNCX VPS13B WNT10B WNT11 WNT2B WNT5A WNT5B WNT7A WNT7B WNT9A WT1 XBP1 ZBTB16 ZEB1 ZMPSTE24 ZNF219 ZNF516 GOBP_CONNECTIVE_TISSUE_REPLACEMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CONNECTIVE_TISSUE_REPLACEMENT F2R HIF1A IL1A MIR15B MIR16-1 MIR17 MIR195 MIR199A1 MIR199B MIR214 MIR34A MIR34B MIR34C PPARG PPP3CA ROCK1 ROCK2 RUNX1 TGFB1 TIMP1 UMOD GOBP_CONNECTIVE_TISSUE_REPLACEMENT_INVOLVED_IN_INFLAMMATORY_RESPONSE_WOUND_HEALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CONNECTIVE_TISSUE_REPLACEMENT_INVOLVED_IN_INFLAMMATORY_RESPONSE_WOUND_HEALING F2R HIF1A IL1A MIR17 PPARG TGFB1 TIMP1 GOBP_CONSTITUTIVE_HETEROCHROMATIN_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CONSTITUTIVE_HETEROCHROMATIN_FORMATION ATRX CENPV EZH1 EZH2 H3-3A H3-3B HAT1 HELLS RIF1 SIRT2 SIRT6 SMCHD1 TSIX GOBP_CONSTITUTIVE_SECRETORY_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CONSTITUTIVE_SECRETORY_PATHWAY RAB11B RAB27A RAB33B RAB3A TMEM167A TMEM167B TRAPPC11 GOBP_CONVERGENT_EXTENSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CONVERGENT_EXTENSION DVL1 DVL2 FRZB LBX2 MESP1 MKKS NKD1 NPHP3 PTK7 SFRP1 SFRP2 TRIM28 WNT11 WNT5A WNT5B GOBP_CONVERGENT_EXTENSION_INVOLVED_IN_AXIS_ELONGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CONVERGENT_EXTENSION_INVOLVED_IN_AXIS_ELONGATION NKD1 SFRP1 SFRP2 TRIM28 WNT11 WNT5A GOBP_CONVERGENT_EXTENSION_INVOLVED_IN_GASTRULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CONVERGENT_EXTENSION_INVOLVED_IN_GASTRULATION DVL1 DVL2 LBX2 MKKS NPHP3 SFRP1 WNT11 WNT5A WNT5B GOBP_CONVERGENT_EXTENSION_INVOLVED_IN_ORGANOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CONVERGENT_EXTENSION_INVOLVED_IN_ORGANOGENESIS DVL1 DVL2 FRZB MESP1 WNT5A GOBP_COP9_SIGNALOSOME_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_COP9_SIGNALOSOME_ASSEMBLY COPS7A COPS7B COPS8 TESPA1 WNT3A GOBP_COPII_COATED_VESICLE_BUDDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_COPII_COATED_VESICLE_BUDDING CIDEB CRYZL2P-SEC16B CSNK1D CUL3 INSIG1 KLHL12 MAPK15 MIA3 PDCD6 PEF1 PPP6C PREB RAB1A SAR1A SAR1B SCAP SEC13 SEC16A SEC16B SEC23A SEC23B SEC24A SEC24B SEC24C SEC24D SEC31A SEC31B TBC1D20 TFG TMED10 TMED2 TRAPPC1 TRAPPC11 TRAPPC12 TRAPPC2 TRAPPC2B TRAPPC2L TRAPPC3 TRAPPC4 TRAPPC5 TRAPPC6A TRAPPC8 VAPA VAPB GOBP_COPII_COATED_VESICLE_CARGO_LOADING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_COPII_COATED_VESICLE_CARGO_LOADING CIDEB INSIG1 MIA3 RAB1A SAR1A SCAP SEC13 SEC23A SEC23B SEC24A SEC24B SEC24C SEC24D SEC31A SEC31B TBC1D20 GOBP_COPI_COATED_VESICLE_BUDDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_COPI_COATED_VESICLE_BUDDING ARFGAP2 ARFGAP3 GBF1 TMED10 TMED2 TMED9 GOBP_COPPER_ION_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_COPPER_ION_HOMEOSTASIS ABCB6 ANKRD9 APP ARF1 ATOX1 ATP7A ATP7B CCDC22 COMMD1 COX19 CUTC MT2A PRND PRNP SCO1 SCO2 SLC30A10 SLC31A1 SLC31A2 XIAP GOBP_COPPER_ION_IMPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_COPPER_ION_IMPORT ATP7A ATP7B SLC31A1 SLC31A2 STEAP2 STEAP3 STEAP4 GOBP_COPPER_ION_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_COPPER_ION_TRANSMEMBRANE_TRANSPORT ATP7A ATP7B SLC11A2 SLC31A1 SLC31A2 SLC39A11 SLC46A3 STEAP2 GOBP_COPPER_ION_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_COPPER_ION_TRANSPORT ATOX1 ATP7A ATP7B COX17 CP CUTC FKBP4 HEPH HEPHL1 MMGT1 SLC11A2 SLC31A1 SLC31A2 SLC39A11 SLC46A3 STEAP2 STEAP3 STEAP4 GOBP_COPULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_COPULATION ABAT ACVR2A ADA AVPR1A CNR1 DDO EDDM3A EDNRB KLK14 OXTR P2RX1 P2RY1 PI3 SEMG1 SERPINE2 SLC6A4 TAC1 TACR1 VIP GOBP_CORNEA_DEVELOPMENT_IN_CAMERA_TYPE_EYE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CORNEA_DEVELOPMENT_IN_CAMERA_TYPE_EYE ANGPTL7 FOXE3 KERA KRT12 LIMK2 PAX6 PRICKLE1 SOX11 WNT2B WNT6 WNT9A WNT9B GOBP_CORNIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CORNIFICATION CASP14 CDSN CERS3 CYP26B1 KLK5 LIPK LIPM LIPN TMEM79 GOBP_CORNIFIED_ENVELOPE_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CORNIFIED_ENVELOPE_ASSEMBLY DMKN HDAC3 MAFB STX2 STX4 UGCG GOBP_CORONARY_ARTERY_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CORONARY_ARTERY_MORPHOGENESIS ARID2 HAND2 LRP2 NOTCH1 NRP1 SEC24B TBX1 TGFBR1 VEGFA GOBP_CORONARY_VASCULATURE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CORONARY_VASCULATURE_DEVELOPMENT ABCC9 ACE ADAMTS6 AP2B1 APELA APLN APLNR ARID2 BMP4 CNTRL DCTN5 DYNC2H1 FGF2 GATA6 GPC3 GPER1 HAND2 HEY2 KCNJ8 LRP2 MEGF8 MESP1 MIR1-1 MIR145 MMP21 MYOCD NDST1 NOTCH1 NRP1 PDGFRB PLXND1 PRDM1 PRICKLE1 PTK7 SEC24B SETD2 SGCD SMAD6 SNX17 SPRED1 SRF SUFU TAB1 TBX1 TBX5 TGFBR1 TGFBR3 VEGFA VEGFB ZBTB14 GOBP_CORONARY_VASCULATURE_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CORONARY_VASCULATURE_MORPHOGENESIS ACE ARID2 FGF2 HAND2 HEY2 LRP2 MIR1-1 NOTCH1 NRP1 PDGFRB SEC24B SETD2 SGCD SPRED1 TBX1 TBX5 TGFBR1 TGFBR3 VEGFA GOBP_CORPUS_CALLOSUM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CORPUS_CALLOSUM_DEVELOPMENT ATG16L1 C12orf57 CDK5 CORO1C EPHB2 EPHB3 HERC1 KCNA1 KCNA2 KCNA3 KCNC1 LPAR1 NIN NSUN5 PAFAH1B1 PRDM8 PTPRS RPGRIP1L RTN4R RTN4RL1 RYK SZT2 TSKU WDR37 WDR47 WDR89 GOBP_CORPUS_CALLOSUM_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CORPUS_CALLOSUM_MORPHOGENESIS C12orf57 NIN PAFAH1B1 PRDM8 SZT2 TSKU GOBP_CORTICAL_ACTIN_CYTOSKELETON_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CORTICAL_ACTIN_CYTOSKELETON_ORGANIZATION AKAP11 ANLN ARF6 CALR CAVIN3 DLG1 ECT2 EHD2 EPB41 EPB41L1 EPB41L2 EPB41L3 EZR FHOD1 FHOD3 FMNL1 FMNL2 FMNL3 IKBKB IQGAP1 IQGAP2 IQGAP3 LCP1 LLGL1 LLGL2 NCKAP1 NCKAP1L PDCD6IP PLEC PLEK PLS1 RAB13 RACGAP1 RHOQ ROCK1 ROCK2 RTKN STRIP1 TLN1 TNF VIL1 VPS4A GOBP_CORTICAL_CYTOSKELETON_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CORTICAL_CYTOSKELETON_ORGANIZATION AKAP11 ANLN ARF6 CALR CAVIN3 DLG1 ECT2 EHD2 EPB41 EPB41L1 EPB41L2 EPB41L3 EZR FHOD1 FHOD3 FMNL1 FMNL2 FMNL3 IKBKB IQGAP1 IQGAP2 IQGAP3 LCP1 LLGL1 LLGL2 NCKAP1 NCKAP1L NLGN1 PAFAH1B1 PDCD6IP PLEC PLEK PLS1 PPP2R3C RAB13 RAC1 RAC3 RACGAP1 RHOG RHOQ ROCK1 ROCK2 RTKN STRIP1 TLN1 TNF TRPV4 VIL1 VPS4A WDR1 GOBP_CORTICOSPINAL_TRACT_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CORTICOSPINAL_TRACT_MORPHOGENESIS CDH11 EPHA4 FBXO45 NIN PRDM8 SCN1B SLIT2 SPG11 GOBP_CORTICOSTEROID_HORMONE_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CORTICOSTEROID_HORMONE_SECRETION AGT AGTR1 BMP6 C1QTNF1 CRH CRHR1 CRY1 CRY2 DAB2 GAL GALR1 GHRL KCNQ1 POMC PTPN11 REN SELENOM TSPO WNK4 GOBP_CORTICOSTEROID_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CORTICOSTEROID_RECEPTOR_SIGNALING_PATHWAY ARID1A BMAL1 CALR CLOCK CRY1 CRY2 JAK2 LMO3 NEDD4 NR3C1 PER1 PHB1 PTGES3 YWHAH GOBP_CORTICOSTERONE_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CORTICOSTERONE_SECRETION CRHR1 KCNQ1 POMC SELENOM TSPO GOBP_CORTICOTROPIN_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CORTICOTROPIN_SECRETION AQP1 CRH CRHBP CRHR1 GHRL RAB8B UCN GOBP_CORTISOL_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CORTISOL_BIOSYNTHETIC_PROCESS BMP2 BMP5 CACNA1H CYP11B1 CYP11B2 DGKQ DKK3 H6PD REST WNT4 GOBP_CORTISOL_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CORTISOL_METABOLIC_PROCESS BMP2 BMP5 CACNA1H CYP11A1 CYP11B1 CYP11B2 DGKQ DKK3 H6PD HSD11B2 REST WNT4 GOBP_CORTISOL_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CORTISOL_SECRETION CRH GAL GALR1 GHRL PTPN11 GOBP_COTRANSLATIONAL_PROTEIN_TARGETING_TO_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_COTRANSLATIONAL_PROTEIN_TARGETING_TO_MEMBRANE ARL6IP1 BHLHE40-AS1 GJD2-DT LOC101929130 RN7SL1 RN7SL2 RN7SL3 SEC61A1 SEC61A2 SEC61B SEC62 SEC63 SIL1 SNAP25-AS1 SRP14 SRP19 SRP54 SRP68 SRP72 SRP9 SRPRA SRPRB SSR1 SSR2 SSR3 TRAM1 TRAM1L1 TRAM2 TTC9-DT ZFAND2B GOBP_CO_TRANSCRIPTIONAL_MRNA_3_END_PROCESSING_CLEAVAGE_AND_POLYADENYLATION_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CO_TRANSCRIPTIONAL_MRNA_3_END_PROCESSING_CLEAVAGE_AND_POLYADENYLATION_PATHWAY CDC73 CPSF3 CSTF3 PCF11 POLR2D GOBP_CO_TRANSCRIPTIONAL_RNA_3_END_PROCESSING_CLEAVAGE_AND_POLYADENYLATION_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CO_TRANSCRIPTIONAL_RNA_3_END_PROCESSING_CLEAVAGE_AND_POLYADENYLATION_PATHWAY CDC73 CPSF1 CPSF3 CSTF3 PCF11 POLR2D GOBP_CRANIAL_GANGLION_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CRANIAL_GANGLION_DEVELOPMENT CTNNB1 NRP1 NRP2 SIX1 SIX4 GOBP_CRANIAL_NERVE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CRANIAL_NERVE_DEVELOPMENT ACKR3 ADARB1 ATOH7 ATP8B1 CHD7 CHRNB2 CITED2 CNGB1 CTNNB1 DCANP1 DRGX EGR2 EPHB1 EPHB2 ERBB3 EXT1 GLI3 HES1 HOXA1 HOXA3 HOXB1 HOXB2 HOXB3 HOXD3 ISL1 KCNA1 KCNA2 KCNA3 KCNC1 KCNC2 LPAR1 MAFB NAV2 NDP NEUROG1 NKX2-2 NPR2 NRP1 NRP2 NTRK1 PAX2 PHOX2A PHOX2B PLXNA1 PLXNA3 PLXNA4 POU4F1 POU4F3 RPL24 SALL1 SCN8A SEMA3F SIX1 SIX4 SLC1A3 SLC24A4 SLC25A46 SLITRK6 TBX1 TCIRG1 TFAP2A TIFAB TMEM126A GOBP_CRANIAL_NERVE_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CRANIAL_NERVE_FORMATION ATP8B1 DCANP1 HOXA1 MAFB NEUROG1 PAX2 PHOX2A PLXNA1 PLXNA3 TFAP2A TIFAB GOBP_CRANIAL_NERVE_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CRANIAL_NERVE_MORPHOGENESIS ADARB1 ATP8B1 CHRNB2 CITED2 DCANP1 EGR2 EPHB1 EPHB2 GLI3 HOXA1 HOXA3 HOXB1 HOXB2 HOXB3 HOXD3 KCNA2 MAFB NEUROG1 NRP1 NRP2 PAX2 PHOX2A PLXNA1 PLXNA3 PLXNA4 SEMA3F SIX1 TBX1 TFAP2A TIFAB GOBP_CRANIAL_NERVE_STRUCTURAL_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CRANIAL_NERVE_STRUCTURAL_ORGANIZATION EGR2 HOXB1 HOXB2 KCNA2 NRP1 NRP2 PAX2 PLXNA3 PLXNA4 SEMA3F GOBP_CRANIAL_SKELETAL_SYSTEM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CRANIAL_SKELETAL_SYSTEM_DEVELOPMENT BMP4 CEP55 CHST11 COLEC10 CPLANE2 CRKL CTNNB1 DCANP1 DLX2 EDNRA EIF4A3 EXT1 FGF4 FGF8 FGFR2 FOXC2 FOXE1 FOXN3 FREM1 GLI3 GNA11 GRHL2 HOXA1 HOXA2 IFT140 INSIG1 INSIG2 IRF6 IRX5 LHX1 MED12 MEGF8 MMP14 MMP16 MSX2 MTHFD1 MTHFD1L NDST1 NEUROG1 NIPBL NODAL NOG PAX5 PDGFRA PRRX1 RAB23 RDH10 RIC1 RUNX2 SETD2 SIX1 SIX2 SIX4 SLC39A1 SLC39A3 SMAD2 SMAD3 TBX1 TBX15 TFAP2A TGFB2 TGFB3 TGFBR1 TGFBR2 TIFAB TMEM107 TP63 TULP3 TWIST1 WDR19 WNT9B ZIC3 GOBP_CRANIAL_SUTURE_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CRANIAL_SUTURE_MORPHOGENESIS BMP4 FGF4 GLI3 INSIG1 INSIG2 MSX2 TGFB3 TWIST1 GOBP_CRANIOFACIAL_SUTURE_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CRANIOFACIAL_SUTURE_MORPHOGENESIS BMP4 DCANP1 FGF4 FOXN3 FREM1 GLI3 INSIG1 INSIG2 MEGF8 MMP14 MMP16 MSX2 NEUROG1 RAB23 TGFB3 TIFAB TMEM107 TWIST1 GOBP_CRD_MEDIATED_MRNA_STABILIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CRD_MEDIATED_MRNA_STABILIZATION CSDE1 DHX9 HNRNPD HNRNPU IGF2BP1 IGF2BP2 IGF2BP3 PABPC1 PAIP1 SYNCRIP YBX1 GOBP_CRISTAE_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CRISTAE_FORMATION ADCK1 AFG3L2 APOO APOOL CHCHD10 CHCHD3 CHCHD6 DNAJC11 IMMT LETM1 MICOS10 MICOS13 OMA1 PINK1 SAMM50 SLC25A46 TAFAZZIN UQCC3 GOBP_CUT_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CUT_CATABOLIC_PROCESS DIS3 EXOSC10 EXOSC2 EXOSC3 ZCCHC7 GOBP_CYCLIC_GMP_AMP_TRANSMEMBRANE_IMPORT_ACROSS_PLASMA_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CYCLIC_GMP_AMP_TRANSMEMBRANE_IMPORT_ACROSS_PLASMA_MEMBRANE LRRC8A LRRC8C LRRC8D LRRC8E SLC19A1 SLC46A2 GOBP_CYCLIC_NUCLEOTIDE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CYCLIC_NUCLEOTIDE_BIOSYNTHETIC_PROCESS ADCY1 ADCY10 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 GUCY1A1 GUCY1A2 GUCY1B1 GUCY2C GUCY2D GUCY2F NPPA NPPB NPPC NPR1 NPR2 GOBP_CYCLIC_NUCLEOTIDE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CYCLIC_NUCLEOTIDE_CATABOLIC_PROCESS CNP PDE10A PDE1A PDE2A PDE4A PDE4B PDE4C PDE4D PDE5A PDE7A PDE7B PDE8A PDE8B PDE9A GOBP_CYCLIC_NUCLEOTIDE_MEDIATED_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CYCLIC_NUCLEOTIDE_MEDIATED_SIGNALING ADCY1 ADCY2 ADCYAP1 ADCYAP1R1 ADGRG6 ADM ADNP ADORA2B AHR AKAP6 APLNR APOE AQP1 ATF1 CAP1 CAP2 CD36 CDC34 CGAS CREB1 DEFB1 DGKQ EDNRB ENSG00000290147 EPHA5 FFAR4 GAL GHRHR GIP GIPR GLP1R GNAI1 GPR3 GPR61 GPR62 GUCA1A GUCA2B GUCY1A1 GUCY1A2 GUCY1B1 GUCY2D GUCY2F HTR2B HTR2C INS INSL3 IRAG1 KCNC2 KSR1 LPAR1 MAPK7 MGRN1 MTNR1B NHERF4 NPPA NPPB NPPC NPR1 NUDT4 OPRL1 OR51E2 PDE10A PDE11A PDE2A PDE3A PDE3B PDE4D PDE7A PDE7B PEX5L POMC PRKG1 RAPGEF2 RAPGEF3 RASD2 RUNDC3A RXFP2 SCT SCTR SOX9 THBS1 UBE2B UCN GOBP_CYCLIC_NUCLEOTIDE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CYCLIC_NUCLEOTIDE_METABOLIC_PROCESS ADCY1 ADCY10 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 AMPD2 CACNB4 CNP EPHA2 GUCY1A1 GUCY1A2 GUCY1B1 GUCY2C GUCY2D GUCY2F NPPA NPPB NPPC NPR1 NPR2 PDE10A PDE1A PDE2A PDE4A PDE4B PDE4C PDE4D PDE5A PDE7A PDE7B PDE8A PDE8B PDE9A PTH PTHLH RORA GOBP_CYCLIC_NUCLEOTIDE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CYCLIC_NUCLEOTIDE_TRANSPORT ABCC1 ABCC4 ABCC5 LRRC8A LRRC8C LRRC8D LRRC8E SLC19A1 SLC46A2 GOBP_CYCLOOXYGENASE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CYCLOOXYGENASE_PATHWAY AKR1C3 CBR1 PTGDS PTGES2 PTGES3 PTGIS PTGS1 PTGS2 TBXAS1 GOBP_CYSTEINE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CYSTEINE_METABOLIC_PROCESS AGXT CBS CDO1 CSAD CTH ENSG00000274276 GCLC GCLM GGT1 MPST MTHFD1 SLC7A11 GOBP_CYTIDINE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CYTIDINE_METABOLIC_PROCESS AICDA APOBEC1 APOBEC2 APOBEC3A APOBEC3B APOBEC3C APOBEC3D APOBEC3F APOBEC3G APOBEC3H CDA CDADC1 GOBP_CYTIDINE_TO_URIDINE_EDITING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CYTIDINE_TO_URIDINE_EDITING A1CF AICDA APOBEC1 APOBEC2 APOBEC3A APOBEC3B APOBEC3C APOBEC3D APOBEC3F APOBEC3G APOBEC3H RBM47 GOBP_CYTOCHROME_COMPLEX_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CYTOCHROME_COMPLEX_ASSEMBLY BCS1L COA1 COA3 COA4 COA5 COA6 COA8 COX10 COX14 COX15 COX16 COX17 COX18 COX19 COX20 CYBA FASTKD3 HCCS LYRM7 MT-CO3 PET100 PET117 SCO1 SCO2 SLC25A33 SLC25A46 SMIM20 STMP1 SURF1 TACO1 TIMM21 TMEM223 TTC19 UQCC1 UQCC2 UQCC3 UQCC4 UQCC5 UQCC6 UQCRFS1 GOBP_CYTOKINESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CYTOKINESIS ACTR2 ACTR3 AHCTF1 ALKBH4 ANK3 ANKRD53 ANLN ANXA11 APC ARF1 ARL3 AURKA AURKB AURKC BBS4 BCL2L1 BECN1 BIN3 BIRC5 BIRC6 BRCA2 CALM1 CALM2 CALM3 CCP110 CDC14A CDC14B CDC14C CDC25B CDC42 CDC6 CDCA8 CECR2 CENPA CENPV CEP55 CETN2 CFL1 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CIT CKAP2 CNTROB CSPP1 CUL3 CUL7 CXCR5 DCDC1 DCTN3 DRD2 DRD3 E2F7 E2F8 ECT2 EFHC1 ENTR1 ESPL1 EXOC1 EXOC2 EXOC3 EXOC4 EXOC5 EXOC6 EXOC6B EXOC7 EXOC8 FLCN FMN2 FSD1 GIPC1 GIT1 IGF1R INCENP IQGAP1 IQGAP2 IQGAP3 IST1 JTB KIF13A KIF14 KIF20A KIF20B KIF23 KIF3B KIF4A KIF4B KLHDC8B KLHL13 KLHL21 KLHL9 LZTS2 MAP10 MAP9 MITD1 MRGPRX2 MYH10 MYH9 MYO19 NOX5 NUP62 NUSAP1 OPN1LW OPN1MW OPN1MW2 OR1A2 OR2A4 ORC4 PDCD6IP PDXP PIK3C3 PIK3R4 PIN1 PKN2 PKP4 PLEC PLK1 PLK3 POLDIP2 PRC1 PRKCE PRPF40A RAB11A RAB11FIP3 RAB11FIP4 RAB35 RACGAP1 RASA1 RHOA RHOB RHOC ROCK1 ROCK2 ROPN1B RTKN RXFP3 SEPTIN1 SEPTIN10 SEPTIN11 SEPTIN12 SEPTIN14 SEPTIN2 SEPTIN3 SEPTIN4 SEPTIN5 SEPTIN6 SEPTIN7 SEPTIN8 SEPTIN9 SETD2 SH3GLB1 SHCBP1L SNX18 SNX33 SNX9 SON SPAST SPIRE1 SPIRE2 SPTBN1 SSTR5 STAMBP STMN1 SVIL TAS1R2 TAS2R13 TEX14 TMEM250 TRIM36 TTC19 UNC119 USP8 UVRAG VPS4A VPS4B WASHC5 WNK1 ZFYVE19 ZFYVE26 GOBP_CYTOKINETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CYTOKINETIC_PROCESS ALKBH4 ANLN ANXA11 ARF1 AURKB BIN3 CEP55 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CNTROB ECT2 IQGAP1 IQGAP2 IQGAP3 KIF20A KIF20B KLHDC8B MITD1 MYH9 NUP62 PDCD6IP PLEC RACGAP1 RHOA RTKN SNX18 SNX33 SNX9 SPAST SPIRE1 SPIRE2 VPS4A VPS4B GOBP_CYTOKINE_MEDIATED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CYTOKINE_MEDIATED_SIGNALING_PATHWAY ACKR1 ACKR2 ACKR3 ACKR4 ACSL1 ACTN4 ADAM17 ADAR ADIPOQ ADIPOR1 ADIPOR2 AGPAT1 AGPAT2 AIM2 AKT1 ANGPT1 APOA1 APPL1 APPL2 ARG1 AXL AZI2 BAD BBS2 BBS4 BIRC2 BIRC3 BIRC7 C1QTNF4 CACTIN CARD14 CARD16 CARD8 CASP1 CASP4 CASP8 CAV1 CBL CCDC3 CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL3 CCL3L1 CCL3L3 CCL4 CCL5 CCL7 CCL8 CCR1 CCR10 CCR2 CCR3 CCR4 CCR5 CCR6 CCR7 CCR8 CCR9 CCRL2 CD24 CD300LF CD4 CD44 CD70 CD74 CDC37 CEACAM1 CEBPA CHUK CIB1 CLCF1 CLDN18 CMKLR1 CNOT7 CNOT9 CNTF CNTFR COMMD7 CPNE1 CRLF1 CRLF2 CSF1 CSF1R CSF2 CSF2RA CSF2RB CSF3 CSF3R CSNK2B CTR9 CTSG CX3CL1 CX3CR1 CXCL1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 CXCR1 CXCR2 CXCR3 CXCR4 CXCR5 CXCR6 CYLD DCST1 DOK1 DUOX1 DUOX2 EBI3 ECM1 EDA2R EDN1 EDN2 EGR1 EIF4E2 EIF5A ENTREP1 EPO EPOR EREG EXT1 F2RL1 F3 FADD FAS FCER1G FER FLT3 FOSL1 FOXC1 FOXO3 FZD4 GAS6 GFI1 GHR GIGYF2 GPR17 GPR35 GPR75 GPS2 GREM2 GSTP1 H2BC11 HCK HDAC4 HIF1A HIPK1 HPX HSPA1A HSPA1B IFI27 IFIH1 IFITM1 IFITM2 IFITM3 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR1 IFNAR2 IFNB1 IFNE IFNG IFNGR1 IFNGR2 IFNK IFNL1 IFNL2 IFNL3 IFNL4 IFNLR1 IFNW1 IKBKB IKBKE IL10RA IL10RB IL11 IL11RA IL12A IL12B IL12RB1 IL12RB2 IL13RA1 IL13RA2 IL15 IL15RA IL17A IL17F IL17RA IL17RB IL17RC IL17RD IL17RE IL17REL IL18 IL18R1 IL18RAP IL1A IL1B IL1F10 IL1R1 IL1R2 IL1RAP IL1RAPL2 IL1RL1 IL1RL2 IL1RN IL2 IL20RA IL20RB IL21R IL22RA1 IL22RA2 IL23R IL27RA IL2RA IL2RB IL2RG IL3 IL31RA IL33 IL34 IL36A IL36B IL36G IL36RN IL37 IL3RA IL4 IL4R IL5 IL5RA IL6 IL6R IL6ST IL7 IL7R IL9R ILK INHBA IRAK1 IRAK2 IRAK3 IRAK4 IRF1 IRF3 IRF5 IRF7 IRGM ISG15 JAGN1 JAK1 JAK2 JAK3 KIT KRT18 KRT8 LAPTM5 LEP LEPR LIFR LILRA1 LILRA2 LILRA3 LILRA4 LILRA5 LILRB1 LILRB2 LILRB4 LIMS1 LRP8 LSM14A LYN MAP3K7 MAPK3 MAPKAPK2 MAVS MED1 METTL3 MFAP3 MIB2 MIR1246 MIR125A MIR125B1 MIR135A1 MIR146A MIR152 MIR21 MIR24-1 MIR26A1 MIR27A MIR27B MIR29B1 MIR34A MIR520C MIR98 MIR99A MIRLET7A1 MIRLET7C MIRLET7E MKKS MMP12 MMP8 MPL MST1R MT3 MUL1 MX1 MYD88 NAIP NFKBIA NFKBIZ NKIRAS1 NKIRAS2 NLRC5 NLRP2B NLRP6 NOTCH1 NR1H2 NR1H3 NR1H4 NUMBL OAS1 OAS2 OAS3 OASL OSM OSMR OTOP1 OTUD4 OTULIN OXSR1 P4HB PADI2 PAFAH1B1 PALM3 PARP14 PARP9 PDGFB PELI3 PF4 PF4V1 PIAS3 PIAS4 PLCB1 PLP2 PLVAP PPARG PPBP PPP2CB PRKACA PRKN PRLR PTK2B PTPN1 PTPN11 PTPN2 PTPN6 PTPRC PTPRJ PXDN PYCARD PYDC1 PYDC2 RABGEF1 RAF1 RBM15 RBM47 RELA RFFL RHEX RIPK1 RIPK2 RNF113A RNF185 ROBO1 RPS6KA4 RPS6KA5 RRAGA SAMHD1 SH2B2 SH2B3 SHARPIN SIGIRR SIN3A SIRT1 SLC1A1 SLC27A1 SLIT2 SLIT3 SMAD4 SOCS1 SOCS5 SOS1 SP100 SPATA2 SPHK1 SPI1 SPPL2A SPPL2B SRC ST18 STAP1 STAT1 STAT2 STAT3 STAT4 STAT5A STAT5B STAT6 STING1 STK39 SYK TANK TBK1 TBKBP1 TFF2 THPO TICAM2 TMSB4X TNF TNFAIP3 TNFRSF11A TNFRSF13C TNFRSF14 TNFRSF17 TNFRSF18 TNFRSF19 TNFRSF1A TNFRSF1B TNFRSF25 TNFRSF4 TNFSF11 TNFSF13B TNFSF18 TNIP2 TOLLIP TP53 TRADD TRAF1 TRAF2 TRAF3 TRAF3IP2 TRAF5 TRAF6 TRAIP TREM2 TREX1 TRIM32 TRIM41 TRIM44 TRIM56 TRIM6 TRIM65 TSLP TTLL12 TXK TXNDC17 TYK2 UBE2K UGCG ULK1 UMOD USP18 USP27X USP29 VRK2 WBP1L WNK1 WNT5A XCL1 XCL2 XCR1 XIAP YAP1 YTHDF2 YTHDF3 ZBP1 ZC3H15 ZNF675 GOBP_CYTOKINE_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CYTOKINE_PRODUCTION ABCC8 ABCD1 ABCD2 ABL1 ACE2 ACKR1 ACOD1 ACP5 ADAM17 ADAM8 ADAMTS3 ADCY7 ADCYAP1 ADGRG1 ADIPOQ ADORA2B ADRA2A AFAP1L2 AGER AGPAT1 AGPAT2 AGT AIF1 AIM2 AIRE AKAP12 AKAP8 AKIRIN2 ALOX15B ALOX5 ANGPT1 ANXA1 ANXA4 APOA1 APOA2 APOD APP APPL1 APPL2 ARFGEF2 ARG1 ARG2 ARHGEF2 ARID5A ARNT ARRB1 ARRB2 ARRDC4 ASB1 ATF2 ATF4 ATG12 ATG5 ATP2B1 ATP6AP2 AXL AZU1 B2M BANF1 BANK1 BAP1 BATF BCL10 BCL3 BCL6 BCL6B BMPR1A BPI BRCA1 BST2 BTK BTN1A1 BTN2A1 BTN2A2 BTN2A3P BTN3A1 BTN3A2 BTN3A3 BTNL10P BTNL2 BTNL3 BTNL8 BTNL9 C1QBP C1QTNF3 C1QTNF4 C3 C3AR1 C5 C5AR1 C5AR2 CACTIN CADM1 CAMK4 CAPN2 CARD11 CARD16 CARD17P CARD18 CARD8 CARD9 CASP1 CASP3 CASP8 CCBE1 CCDC88B CCL1 CCL19 CCL3 CCN4 CCR2 CCR7 CD14 CD160 CD2 CD200 CD200R1 CD226 CD24 CD244 CD274 CD276 CD28 CD2AP CD33 CD34 CD36 CD3E CD4 CD40 CD40LG CD46 CD47 CD55 CD58 CD6 CD74 CD80 CD81 CD83 CD84 CD86 CD96 CDH3 CEACAM1 CEACAM20 CEBPB CEBPG CGAS CHI3L1 CHIA CHID1 CHRNA7 CHUK CIDEA CLC CLEC4A CLEC4E CLEC5A CLEC6A CLEC7A CLEC9A CLECL1P CLNK CLU CMA1 CMKLR1 COL3A1 CPTP CR1 CRLF2 CRP CRTAM CRYBA1 CSF1R CSF2 CSK CUEDC2 CUL3 CX3CL1 CX3CR1 CXCL17 CXCL6 CYBA CYBB CYLD CYP1B1 CYRIB DDIT3 DDT DDX1 DDX21 DDX3X DDX56 DEFA5 DEFB114 DEFB124 DENND1B DHX33 DHX36 DHX58 DHX9 DICER1 DLL1 DRD2 DTX4 EBI3 EGR1 EIF2AK2 EIF2AK3 ELANE ELF1 ELF4 EOLA1 EPHA2 EPHB2 EPX ERBIN EREG ERMAP EXTL3 EZH2 EZR F11R F2 F2R F2RL1 F3 FADD FCER1G FCGR2B FCGR3A FCN1 FERMT1 FFAR1 FFAR2 FFAR3 FFAR4 FGR FLOT1 FLT4 FN1 FOXJ1 FOXP1 FOXP3 FRMD8 FURIN FXR1 FZD5 G3BP1 GAPDH GARIN5A GAS6 GATA3 GATA4 GATA6 GBA1 GBP1 GBP5 GBP7 GDF2 GHRL GHSR GIT1 GJA8 GLMN GPAM GPATCH3 GPNMB GPR18 GPRC5B GPSM3 GSDMD GSTP1 H19 HAVCR2 HDAC2 HDAC7 HDAC9 HEG1 HFE HGF HHLA2 HIC2 HIF1A HILPDA HK1 HLA-A HLA-B HLA-DPA1 HLA-DPB1 HLA-DRB1 HLA-E HLA-F HLA-G HMGB1 HMGB2 HMHB1 HMOX1 HOMER2 HOMER3 HPSE HRAS HSP90AA1 HSP90AB1 HSPA1A HSPA1B HSPB1 HSPD1 HTR2B HYAL2 ICOSLG IDO1 IFI16 IFIH1 IFNA2 IFNB1 IFNG IFNGR1 IFNL1 IGF1 IGF2BP1 IGF2BP2 IGF2BP3 IGHD IKBKE IL10 IL12A IL12B IL12RB1 IL12RB2 IL13 IL15 IL16 IL17A IL17B IL17D IL17F IL17RA IL17RC IL18 IL18R1 IL1A IL1B IL1R1 IL1R2 IL1RAP IL1RL1 IL1RL2 IL2 IL20RB IL21 IL23A IL23R IL26 IL27 IL27RA IL33 IL36A IL36RN IL37 IL4 IL4R IL5RA IL6 IL6R IL6ST IL7 IL9 ILRUN INAVA INHA INHBA INHBB INPP5D INS IQGAP1 IRAK1 IRAK3 IRF1 IRF3 IRF4 IRF5 IRF7 IRF8 IRGM ISG15 ISL1 ITCH ITGAV ITGB6 ITGB8 ITK JAK2 JAK3 JPH4 KAT2A KAT5 KCNQ1OT1 KIR2DL4 KIT KLF2 KLF4 KLHL22 KLRC4-KLRK1 KLRF2 KLRK1 KPNA6 LACC1 LAG3 LAMTOR5 LAPTM4B LAPTM5 LBP LEF1 LEP LGALS9 LGALS9B LGALS9C LGR4 LILRA2 LILRA4 LILRA5 LILRB1 LILRB2 LILRB4 LITAF LITAFD LPL LRRC19 LRRC32 LRRK2 LTA LTB LTBP1 LTF LUM LURAP1 LY9 LY96 LYN MACIR MALT1 MAP2K3 MAP2K5 MAP3K7 MAPK11 MAPK13 MAPK14 MAPK9 MAPKAPK2 MAPKBP1 MAST2 MAVS MBP MC1R MCOLN2 MDK MEFV MERTK MIF MIR100 MIR101-1 MIR105-1 MIR106A MIR106B MIR107 MIR125A MIR125B1 MIR128-1 MIR129-1 MIR130A MIR132 MIR134 MIR135A1 MIR136 MIR140 MIR142 MIR144 MIR145 MIR146A MIR146B MIR147A MIR149 MIR152 MIR155 MIR15A MIR15B MIR16-1 MIR17 MIR181A2 MIR181C MIR181D MIR182 MIR185 MIR192 MIR194-1 MIR195 MIR197 MIR199A1 MIR19A MIR19B1 MIR200B MIR200C MIR203A MIR204 MIR205 MIR206 MIR20A MIR20B MIR21 MIR210 MIR214 MIR215 MIR217 MIR221 MIR222 MIR24-1 MIR26A1 MIR26B MIR27B MIR28 MIR29B1 MIR302A MIR302C MIR302D MIR31 MIR320A MIR324 MIR338 MIR34A MIR361 MIR365A MIR372 MIR373 MIR378A MIR383 MIR411 MIR488 MIR504 MIR506 MIR520B MIR520C MIR520G MIR520H MIR590 MIR657 MIR675 MIR6869 MIR708 MIR766 MIR877 MIR920 MIR92A1 MIR93 MIR935 MIR98 MIRLET7C MIRLET7F1 MMP12 MMP8 MOG MORC3 MUL1 MYB MYD88 N4BP1 NAIP NAV3 NCKAP1L NDFIP1 NDRG2 NFAM1 NFAT5 NFATC1 NFATC2 NFATC2IP NFATC3 NFATC4 NFKB1 NFKBIL1 NLRC3 NLRC4 NLRP1 NLRP10 NLRP12 NLRP2 NLRP2B NLRP3 NLRP6 NLRP7 NLRP9 NLRX1 NMB NMBR NMI NOD1 NOD2 NODAL NOS2 NOX1 NOX5 NPLOC4 NPTN NR1H4 NR4A3 NRROS OAS1 OAS2 OAS3 ORM1 ORM2 OSM OTUD5 OTUD7B P2RX7 PAEP PANX1 PANX2 PANX3 PARK7 PATZ1 PCSK5 PDCD1LG2 PDCD4 PDE4B PDE4D PELI1 PER1 PF4 PGLYRP1 PGLYRP2 PGLYRP3 PHB1 PIBF1 PIK3CD PIK3CG PIK3R1 PLA2G10 PLA2G1B PLA2G3 PLA2R1 PLCB1 PLCG2 PLD3 PLD4 PML PNP POLA1 POLR3A POLR3B POLR3C POLR3D POLR3F POLR3G POMC POSTN POU2AF1 POU2F2 PPARA PPM1B PPP1R11 PQBP1 PRG2 PRG3 PRKCQ PRKCZ PRKD2 PRNP PSEN1 PSG9 PTAFR PTGER4 PTGS2 PTPN11 PTPN22 PTPN6 PTPRC PTPRJ PTPRS PYCARD PYDC1 PYDC2 RAB1A RAB2B RAB7B RABGEF1 RAC1 RAD21 RAET1G RARA RASGRP1 RBM47 RBX1 REL RELA RELB RFTN1 RGCC RIGI RIOK3 RIPK1 RIPK2 RIPK3 RNF125 RNF128 RNF135 RNF216 RNF26 ROCK2 RORA RPS3 RPS6KA4 RPS6KA5 RSAD2 RUNX1 S100A13 S1PR3 SAA1 SARS1 SASH3 SCAMP5 SCGB1A1 SCIMP SCRIB SELENOK SELENOS SEMA7A SERPINB1 SERPINB7 SERPINE1 SERPINF2 SETD2 SETD4 SFTPD SIGIRR SIGLEC1 SIGLEC16 SIRPA SIRT1 SLAMF1 SLAMF6 SLAMF9 SLC11A1 SLC2A10 SLC7A5 SMAD3 SMAD4 SMAD7 SNAI2 SOCS1 SOCS5 SOD1 SORL1 SPHK1 SPHK2 SPINK7 SPN SPON2 SPTBN1 SRC SRGN SSC5D STAT1 STAT3 STAT5B STING1 STMP1 STOML2 SULF1 SULF2 SYK SYT11 TANK TBK1 TBX21 TGFB1 TGFB2 TGFB3 THBS1 TIA1 TICAM1 TICAM2 TIGIT TIRAP TLR1 TLR2 TLR3 TLR4 TLR5 TLR6 TLR7 TLR8 TLR9 TMED10 TMEM106A TMF1 TMIGD2 TMSB4X TNF TNFAIP3 TNFRSF14 TNFRSF1B TNFRSF21 TNFRSF8 TNFSF4 TNXB TOMM70 TRAF2 TRAF3 TRAF3IP1 TRAF3IP3 TRAF6 TRAIP TREM1 TREM2 TREX1 TRIB2 TRIL TRIM15 TRIM16 TRIM21 TRIM27 TRIM32 TRIM38 TRIM56 TRIM6 TRIM65 TRPM4 TRPV4 TSKU TSLP TSPO TUSC2 TWIST1 TWSG1 TXK TYK2 TYROBP UBASH3A UBE2J1 UCN UFD1 UNC93B1 USP50 VSIG4 VSIR VTCN1 WNT11 WNT3A WNT5A XAF1 XBP1 XCL1 XIAP YY1 ZBTB1 ZBTB12 ZBTB17 ZBTB2 ZBTB20 ZBTB25 ZBTB26 ZBTB32 ZBTB33 ZBTB34 ZBTB37 ZBTB39 ZBTB45 ZBTB49 ZBTB6 ZBTB7B ZC3H12A ZC3HAV1 ZCCHC3 ZFP36 ZFPM1 ZNF131 ZNF134 ZNF287 ZNF572 ZNF580 ZP3 GOBP_CYTOKINE_PRODUCTION_INVOLVED_IN_IMMUNE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CYTOKINE_PRODUCTION_INVOLVED_IN_IMMUNE_RESPONSE ACP5 ANGPT1 APOA1 APOA2 ARG1 ARID5A ATG5 AXL B2M BCL10 BCL6 BST2 BTK CAMK4 CARD9 CCR2 CD160 CD226 CD36 CD55 CD74 CD81 CD96 CLC CLEC7A CLNK CUEDC2 DDX1 DDX21 DENND1B DHX36 EPX F2RL1 FFAR2 FFAR3 FOXP3 FZD5 GATA3 GPRC5B HFE HK1 HLA-A HLA-E HLA-F HLA-G IFNA2 IFNB1 IL10 IL18 IL18R1 IL1B IL1R1 IL4 IL6 INAVA IRAK3 IRF5 JAK3 KIR2DL4 KIT LACC1 LAPTM5 LILRB1 LILRB4 LITAF MALT1 MAP3K7 MAPKAPK2 MAVS MIF MIR302A MYD88 NLRP3 NLRX1 NOD1 NOD2 NR4A3 P2RX7 PANX1 PLCG2 PRG2 PRKCZ PYCARD RABGEF1 RAET1G RIGI RIPK2 RSAD2 SASH3 SCIMP SEMA7A SIRT1 SLAMF1 SLAMF9 SLC7A5 SMAD7 SPHK2 SPON2 SYK TBX21 TGFB1 TGFB2 TGFB3 TICAM1 TICAM2 TLR3 TLR4 TLR7 TLR9 TNF TNFRSF14 TNFRSF1B TNFSF4 TRAF2 TRAF6 TREM1 TRIL TRIM6 TRPM4 TWIST1 UBE2J1 WNT5A XCL1 GOBP_CYTOKINE_PRODUCTION_INVOLVED_IN_INFLAMMATORY_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CYTOKINE_PRODUCTION_INVOLVED_IN_INFLAMMATORY_RESPONSE ABCD1 ABCD2 ADCY7 ALOX5 APOD APPL1 APPL2 BAP1 CARD9 CD6 CHID1 CLEC7A CUEDC2 EPHB2 EXTL3 EZH2 F2 GBP5 GPSM3 H19 HIF1A IL17A IL17B IL17D IL17F IL17RA IL17RC IL1R2 IL6 KPNA6 LEP LILRB4 MACIR MAPK14 MAPK9 MEFV MIR125A MIR129-1 MIR135A1 MIR136 MIR140 MIR146A MIR16-1 MIR17 MIR197 MIR203A MIR21 MIR221 MIR222 MIR26A1 MIR324 MIR338 MIR378A MIR675 MIR93 MIR98 MYD88 NLRC3 NLRP7 NOD2 NOS2 PDCD4 PER1 PLA2G10 PLA2G3 PLD3 PLD4 PPARA PSG9 PYCARD SIRPA SPINK7 STAT3 TICAM1 TICAM2 TLR3 TLR4 TLR6 TNF TREM2 ZC3H12A GOBP_CYTOLYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CYTOLYSIS CAMP GBP1 GBP2 GBP3 GBP5 GBP7 RNASE7 GOBP_CYTOLYSIS_BY_HOST_OF_SYMBIONT_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CYTOLYSIS_BY_HOST_OF_SYMBIONT_CELLS APOL1 CFHR1 CFHR2 CFHR5 F2 HRG ROMO1 GOBP_CYTOPLASMIC_MICROTUBULE_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CYTOPLASMIC_MICROTUBULE_ORGANIZATION AXIN1 CAMSAP2 CAV3 CCDC13 CCDC88A CCDC88B CCDC88C CENPJ CEP120 CEP126 CHP1 CIB1 CLASP1 CLIP1 CLIP2 CLIP3 CLIP4 CRIPT DLG1 DVL1 DYNC1H1 EZR FSD1 HOOK1 HOOK2 HOOK3 IFT172 KATNA1 KATNAL1 KATNAL2 KATNB1 KATNBL1 KIF19 KPNB1 LIMK2 MAP10 MAPT NUMA1 PAFAH1B1 PCM1 PLK3 RAB11A RHOA SLAIN1 SLAIN2 SLK STMN3 TBCB TPPP TRDN TRPV4 TUBG1 TUBG2 TUBGCP2 TUBGCP3 TUBGCP4 TUBGCP5 TUBGCP6 WDR73 GOBP_CYTOPLASMIC_SEQUESTERING_OF_NF_KAPPAB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CYTOPLASMIC_SEQUESTERING_OF_NF_KAPPAB CCDC22 FAF1 G3BP2 IL10 NFKBIA NFKBIB PSMD10 TMSB4X GOBP_CYTOPLASMIC_SEQUESTERING_OF_PROTEIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CYTOPLASMIC_SEQUESTERING_OF_PROTEIN CCDC22 CTNND1 DBN1 DZIP1 FAF1 FLNA G3BP2 GET4 IL10 KEAP1 LATS1 MDFI NFKBIA NFKBIB NFKBIE PKD1 PKD2 PSMD10 PTPRM SUFU TMSB4X YWHAB GOBP_CYTOPLASMIC_SEQUESTERING_OF_TRANSCRIPTION_FACTOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CYTOPLASMIC_SEQUESTERING_OF_TRANSCRIPTION_FACTOR CCDC22 FAF1 G3BP2 IL10 KEAP1 MDFI NFKBIA NFKBIB NFKBIE PKD1 PKD2 PSMD10 SUFU TMSB4X GOBP_CYTOPLASMIC_TRANSLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CYTOPLASMIC_TRANSLATION AARS1 CNBP CPEB1 CPEB2 CPEB3 CPEB4 CSDE1 DENR DHX29 DHX36 DHX9 DRG1 DRG2 EIF2AK4 EIF2B3 EIF2D EIF2S2 EIF2S3 EIF2S3B EIF3A EIF3B EIF3C EIF3CL EIF3D EIF3E EIF3F EIF3G EIF3H EIF3I EIF3J EIF3K EIF3L EIF3M EIF4A1 EIF4A2 EIF4G1 EIF5 ETF1 FAU FMR1 FTSJ1 HNRNPD HNRNPU IGF2BP1 IMPACT LIN28A MCTS1 MCTS2 METTL3 MIF4GD MTOR NCBP1 NCBP2 NCK1 NEMF NMNAT2 PABPC1 PAIP1 PARP16 PKM RACK1 RBM24 RBM4 RPL10 RPL10A RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL22L1 RPL23 RPL23A RPL24 RPL26 RPL26L1 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL37 RPL37A RPL38 RPL39 RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP0P6 RPLP1 RPLP2 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS28 RPS29 RPS3 RPS3A RPS4X RPS5 RPS6 RPS7 RPS8 RPS9 RPSA RWDD1 SARS1 SH3BGRL SLBP SYNCRIP UBA52 UNK YBX1 YBX3 YTHDF2 ZC3H15 ZCCHC13 ZNF385A GOBP_CYTOPLASMIC_TRANSLATIONAL_ELONGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CYTOPLASMIC_TRANSLATIONAL_ELONGATION AARS1 CPEB2 CPEB3 NEMF RPLP2 GOBP_CYTOPLASMIC_TRANSLATIONAL_INITIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CYTOPLASMIC_TRANSLATIONAL_INITIATION DENR DHX29 EIF2AK4 EIF2B3 EIF2D EIF2S2 EIF2S3 EIF2S3B EIF3A EIF3B EIF3C EIF3CL EIF3D EIF3E EIF3F EIF3G EIF3H EIF3I EIF3J EIF3K EIF3L EIF3M EIF4A1 EIF4A2 EIF4G1 EIF5 IMPACT MCTS1 MCTS2 METTL3 MIF4GD MTOR NCBP1 NCBP2 NCK1 RBM4 RPL13A SH3BGRL SLBP YTHDF2 GOBP_CYTOPLASM_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CYTOPLASM_ORGANIZATION ETV6 FOSL1 KIF5B NAGLU PADI6 PLD6 RRN3 SOS1 TDRD1 TDRD5 TDRD6 TDRD7 TDRKH TFCP2L1 ZMIZ1 GOBP_CYTOSKELETON_DEPENDENT_CYTOKINESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CYTOSKELETON_DEPENDENT_CYTOKINESIS ACTR2 ACTR3 ALKBH4 ANK3 ANKRD53 ANLN APC ARF1 ARL3 AURKB BBS4 BIN3 BIRC5 CDCA8 CECR2 CENPA CEP55 CFL1 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CIT CKAP2 CNTROB CUL7 DCDC1 DCTN3 ECT2 EFHC1 ESPL1 EXOC1 EXOC2 EXOC3 EXOC4 EXOC5 EXOC6 EXOC6B EXOC7 EXOC8 FMN2 INCENP IQGAP1 IQGAP2 IQGAP3 IST1 JTB KIF20A KIF20B KIF23 KIF4A KIF4B KLHDC8B LZTS2 MAP9 MITD1 MYH10 NOX5 NUP62 NUSAP1 ORC4 PDCD6IP PLEC PLK1 POLDIP2 RAB35 RACGAP1 RASA1 RHOA RHOB RHOC ROCK1 ROCK2 ROPN1B RTKN SEPTIN1 SEPTIN10 SEPTIN11 SEPTIN12 SEPTIN14 SEPTIN2 SEPTIN3 SEPTIN4 SEPTIN5 SEPTIN6 SEPTIN7 SEPTIN8 SEPTIN9 SHCBP1L SNX18 SNX33 SNX9 SON SPAST SPIRE1 SPIRE2 SPTBN1 STAMBP STMN1 TMEM250 TRIM36 TTC19 UNC119 USP8 VPS4A VPS4B WASHC5 WNK1 ZFYVE26 GOBP_CYTOSKELETON_DEPENDENT_INTRACELLULAR_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CYTOSKELETON_DEPENDENT_INTRACELLULAR_TRANSPORT ACTN4 ACTR10 AGBL4 AGTPBP1 AP3B1 AP3B2 AP3D1 AP3M1 AP3M2 AP3S1 AP3S2 APBA1 APP ARHGAP21 ARL3 ARL8A ARL8B ARMCX3 BAG3 BBS12 BICD1 BICD2 BICDL1 BICDL2 BLOC1S1 BLOC1S2 BLOC1S3 BLOC1S4 BLOC1S5 BLOC1S6 BORCS5 BORCS6 BORCS7 BORCS8 CALY CAMSAP3 CCDC186 CCDC38 CCDC88A CCDC88B CCDC88C CDC42 CDR2L CEP131 CILK1 CLIP3 CLN3 CLUAP1 COPG1 COPG2 DAW1 DCTN1 DLG2 DST DTNBP1 DYNC1H1 DYNC1I1 DYNC1I2 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLL1 DYNLT2B F8A1 F8A2 F8A3 FBXW11 FEZ1 FLOT2 FNBP1L FUZ FYCO1 HAP1 HDAC6 HIF1A HNRNPU HOOK1 HOOK2 HOOK3 HSBP1 HSPA8 HSPB1 HTT IFT122 IFT140 IFT172 IFT20 IFT22 IFT25 IFT27 IFT43 IFT46 IFT52 IFT57 IFT74 IFT80 IFT81 IFT88 INTU KIF13A KIF13B KIF17 KIF1A KIF1B KIF1C KIF28P KIF3A KIF3B KIF4A KIF5A KIF5B KIF5C KIFAP3 KLC3 KXD1 LAMP1 LCA5 LCA5L LRPPRC MAK MAP1A MAP1B MAP1S MAP2 MAP6 MAP6D1 MAPK8IP3 MAPT MECP2 MGARP MREG MYO10 MYO15A MYO19 MYO1A MYO1B MYO1C MYO1D MYO1E MYO1F MYO1G MYO1H MYO5A MYO5B MYO5C MYO6 MYO7A MYO7B NDE1 NDEL1 NEFH NEFL NETO1 OPA1 PAFAH1B1 PCM1 PEX14 PPFIA2 PRICKLE1 PRKCZ PURA RAB1A RAB21 RAB27B RAB6A RABGEF1 RABL2B RASGRP1 RHOT1 RHOT2 RPGR SNAPIN SOD1 SPAG17 SPAST SPG11 SPG7 SSNA1 SSX2IP STAU1 STAU2 STK11 SUN1 SUN2 SYBU SYNE2 SYT4 TANC2 TERF2 TMEM108 TMEM201 TRAF3IP1 TRAK1 TRAK2 TRIM46 TRIM58 TTC21A TTC21B TTC26 TTC30A TTC30B TUB TUBA1A TUBA1B TUBA1C TUBB UBB UCHL1 UXT WASL WDPCP WDR19 WDR35 GOBP_CYTOSKELETON_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CYTOSKELETON_ORGANIZATION AAAS ABI1 ABI2 ABI3 ABITRAM ABL1 ABL2 ABLIM1 ABLIM2 ABLIM3 ABRAXAS1 ABRAXAS2 ACTA1 ACTB ACTBL2 ACTC1 ACTG1 ACTL6B ACTL7A ACTL7B ACTL8 ACTL9 ACTN1 ACTN2 ACTN3 ACTN4 ACTR2 ACTR3 ADD1 ADD2 ADD3 ADPRHL1 ADRA2A AGAP2 AGFG1 AGRN AIF1 AIF1L AJUBA AKAP11 AKAP13 AKAP9 ALDOA ALKBH4 ALMS1 ALOX15 AMOT AMOTL1 AMOTL2 ANG ANK1 ANK2 ANK3 ANKFN1 ANKRD1 ANKRD23 ANKRD53 ANLN ANTXR1 ANXA1 AP1AR APC APC2 APOA1 APOE AQP1 AQP2 ARAP1 ARAP3 ARC ARF1 ARF6 ARFGEF1 ARFIP1 ARFIP2 ARHGAP10 ARHGAP12 ARHGAP17 ARHGAP18 ARHGAP25 ARHGAP26 ARHGAP28 ARHGAP35 ARHGAP4 ARHGAP40 ARHGAP44 ARHGAP6 ARHGEF10 ARHGEF10L ARHGEF11 ARHGEF15 ARHGEF17 ARHGEF18 ARHGEF19 ARHGEF2 ARHGEF28 ARHGEF5 ARHGEF7 ARL2 ARMC2 ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 ARPC5L ARPIN ARRB1 ASAP3 ASB2 ASPM ATAT1 ATF2 ATF5 ATP2C1 ATP8A2 ATRX ATXN3 ATXN7 AUNIP AURKA AURKB AURKC AUTS2 AVIL AXIN1 BAG4 BAIAP2 BAIAP2L1 BAIAP2L2 BBLN BBS1 BBS2 BBS4 BCAR1 BCAS3 BCCIP BCL2 BCL2L10 BCL6 BCR BFSP1 BFSP2 BICD1 BICD2 BIN1 BIN3 BIRC5 BMERB1 BMP10 BORA BRAF BRCA1 BRCA2 BRK1 BRSK1 BRSK2 BRWD1 BRWD3 BST1 BST2 C10orf90 C15orf62 C2CD3 C9orf72 CALD1 CALR CAMSAP1 CAMSAP2 CAMSAP3 CAP1 CAP2 CAPG CAPN10 CAPN2 CAPN3 CAPN6 CAPZA1 CAPZA2 CAPZA3 CAPZB CARMIL1 CARMIL2 CARMIL3 CASQ1 CATIP CAV3 CAVIN3 CC2D2A CCDC102B CCDC103 CCDC120 CCDC13 CCDC170 CCDC187 CCDC39 CCDC40 CCDC42 CCDC57 CCDC6 CCDC61 CCDC63 CCDC65 CCDC66 CCDC68 CCDC69 CCDC78 CCDC8 CCDC88A CCDC88B CCDC88C CCL11 CCL13 CCL2 CCL21 CCL24 CCL26 CCL3 CCL7 CCN2 CCNB1 CCNB2 CCNF CCNL1 CCNL2 CCP110 CCR7 CCSAP CCSER2 CD2AP CD47 CDC14A CDC14B CDC14C CDC20 CDC20B CDC42 CDC42BPA CDC42BPB CDC42BPG CDC42EP1 CDC42EP2 CDC42EP3 CDC42EP4 CDC42EP5 CDCA8 CDH5 CDK1 CDK10 CDK2 CDK2AP2 CDK5 CDK5R1 CDK5RAP2 CDKN1B CECR2 CELSR1 CENATAC CENPA CENPE CENPH CENPJ CEP120 CEP126 CEP131 CEP135 CEP152 CEP19 CEP192 CEP20 CEP250 CEP295 CEP295NL CEP350 CEP43 CEP44 CEP63 CEP68 CEP70 CEP72 CEP76 CEP85 CEP97 CETN1 CETN2 CETN3 CFAP100 CFAP157 CFAP206 CFAP410 CFAP43 CFAP44 CFAP46 CFAP47 CFAP58 CFAP65 CFAP69 CFAP73 CFAP74 CFAP91 CFAP97D1 CFL1 CFL2 CFLAR CGN CGNL1 CHD3 CHEK1 CHEK2 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CHORDC1 CHP1 CIB1 CKAP2 CKAP5 CLASP1 CLASP2 CLDN19 CLDN3 CLIC4 CLIP1 CLIP2 CLIP3 CLIP4 CLN3 CLN8 CLRN1 CLTC CLUAP1 CLXN CNN1 CNN2 CNN3 CNTLN CNTN2 CNTNAP1 CNTROB COBL CORO1A CORO1B CORO1C CORO2B CORO6 CORO7 COTL1 CPLANE2 CPNE6 CRACD CRIPT CRK CROCC CRYAB CSAG1 CSF1R CSF3 CSNK1A1 CSNK1D CSPG5 CSRP1 CSRP2 CSRP3 CTNNA2 CTNNB1 CTTN CUL3 CUL7 CUL9 CX3CL1 CXADR CXCL1 CXCL12 CYFIP1 CYFIP2 CYLC1 CYLC2 CYLD CYRIA CYRIB CYTH2 DAAM1 DAAM2 DAG1 DAPK3 DAW1 DBN1 DBNL DCAF13 DCLK2 DCTN1 DCTN2 DCTN6 DCX DDB1 DES DEUP1 DIAPH1 DIAPH2 DIAPH3 DISC1 DIXDC1 DLC1 DLG1 DLGAP5 DMD DMTN DNAAF1 DNAAF10 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAAF8 DNAH1 DNAH17 DNAH2 DNAH5 DNAH7 DNAH8 DNAI1 DNAI2 DNAI3 DNAI4 DNAJB13 DNAJB6 DNAL1 DOCK2 DOCK7 DPYSL2 DPYSL3 DRC1 DRC7 DRG1 DSP DST DSTN DTNBP1 DVL1 DYNC1H1 DYNC1LI1 DYNC1LI2 DYNLT1 DYRK1A DZIP1 E2F4 ECT2 EDN1 EEF2K EFHC1 EFNA5 EHD2 ELMO1 ELMO2 ELMO3 ELN EML1 EML2 EML3 EML4 EMP2 ENAH ENKD1 EPB41 EPB41L1 EPB41L2 EPB41L3 EPB41L4A EPB41L4B EPB41L5 EPB42 EPHA1 EPHA3 EPHA5 EPPK1 EPS8 ERBIN ERMN ESAM ESPL1 ESPN ESPNL EVL EVPL EVPLL EZR F11R F2RL1 FAM107A FAM110A FAM171A1 FAM83H FARP1 FARP2 FAT1 FBXO5 FBXW11 FBXW5 FCHSD1 FCHSD2 FER FERMT2 FES FGD1 FGD2 FGD3 FGD4 FGD5 FGD6 FGF10 FGF13 FGF7 FHDC1 FHL3 FHOD1 FHOD3 FIGN FIGNL1 FIGNL2 FITM2 FKBP4 FLII FLNA FLNB FLNC FMN1 FMN2 FMNL1 FMNL2 FMNL3 FOXJ1 FRMD3 FRMD5 FRMD7 FRMPD2 FSCN1 FSCN2 FSCN3 FSD1 FSIP2 FTCD FZD10 GABARAP GADD45A GAN GAPDH GAS2 GAS2L1 GAS2L2 GAS2L3 GAS7 GAS8 GBA2 GCC2 GDPD2 GEN1 GFAP GHRL GHSR GIT1 GJA1 GMFB GMFG GNAI1 GOLGA2 GOLGA6A GOLGA6B GOLGA6C GOLGA6D GOLGA8A GOLGA8B GOLGA8CP GOLGA8DP GOLGA8G GOLGA8H GOLGA8IP GOLGA8J GOLGA8K GOLGA8M GOLGA8N GOLGA8O GOLGA8Q GOLGA8R GOLGA8S GOLGA8T GPM6B GPR35 GPR65 GPSM1 GPSM2 GRB2 GRHL3 GSK3B GSN GTF2B HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HAX1 HCK HCLS1 HDAC3 HDAC6 HDGFL3 HEPACAM2 HIP1 HIP1R HLA-DRB1 HMCN1 HNRNPU HOATZ HOOK1 HOOK2 HOOK3 HRAS HRG HSP90B1 HSPA1A HSPA1B HTT HYDIN IFT172 IKBKB IL1A INA INCENP INF2 INO80 INPP5K INPPL1 INSC INSRR INTS13 IQCA1 IQCA1L IQCG IQCJ-SCHIP1 IQGAP1 IQGAP2 IQGAP3 IQSEC1 IQSEC2 IQSEC3 ITGB1 ITGB1BP1 ITGB3 ITGB5 ITPKA JAK2 JAM3 JHY JMY KANK1 KANK2 KANK3 KANK4 KASH5 KAT2A KAT2B KAT5 KATNA1 KATNAL1 KATNAL2 KATNB1 KATNBL1 KBTBD13 KCTD13 KHDC3L KIAA0753 KIAA1614 KIF11 KIF14 KIF18A KIF18B KIF19 KIF20A KIF23 KIF24 KIF25 KIF2A KIF2B KIF2C KIF3A KIF3B KIF4A KIF4B KIFBP KIFC1 KIFC2 KIRREL1 KISS1 KIT KIZ KLHL1 KLHL17 KLHL20 KLHL24 KLHL41 KNSTRN KPNB1 KPTN KRAS KRT1 KRT10 KRT12 KRT13 KRT14 KRT15 KRT16 KRT17 KRT18 KRT19 KRT2 KRT20 KRT23 KRT24 KRT25 KRT26 KRT27 KRT28 KRT3 KRT31 KRT32 KRT33A KRT33B KRT34 KRT35 KRT36 KRT37 KRT38 KRT39 KRT4 KRT40 KRT5 KRT6A KRT6B KRT6C KRT7 KRT71 KRT72 KRT73 KRT74 KRT75 KRT76 KRT77 KRT78 KRT79 KRT8 KRT80 KRT81 KRT82 KRT83 KRT84 KRT85 KRT86 KRT9 LARGE1 LARP4 LATS1 LCP1 LDB3 LIMA1 LIMCH1 LIMD1 LIMD2 LIMK1 LIMK2 LLGL1 LLGL2 LMNA LMNB1 LMNB2 LMOD1 LMOD2 LMOD3 LORICRIN LPAR1 LRCH3 LRGUK LRP1 LRRC43 LRRC61 LSM14A LZTS2 MACF1 MAD2L1 MAD2L2 MAEA MAGEL2 MAP10 MAP1A MAP1B MAP1S MAP2 MAP3K20 MAP4 MAP6 MAP6D1 MAP7 MAP7D1 MAP7D2 MAP7D3 MAP9 MAPK1 MAPK15 MAPK3 MAPKAP1 MAPRE1 MAPRE2 MAPRE3 MAPT MARCKS MARCKSL1 MARK1 MARK2 MARK4 MAST1 MAST2 MAST3 MAST4 MCIDAS MCPH1 MDK MDM1 MECP2 MEF2A MEGF9 MEIG1 MET MICAL1 MICAL2 MICAL3 MICALL2 MID1 MID1IP1 MINK1 MIR1-1 MIR138-1 MIR143 MIR145 MIR149 MIR20A MIR21 MIR214 MIR335 MISP MKKS MKLN1 MLH1 MLST8 MNS1 MOS MPDZ MRAS MRTFA MSN MSRB1 MSRB2 MTCL1 MTM1 MTOR MTPN MTSS1 MYADM MYBL2 MYCBP2 MYH10 MYH11 MYH14 MYH3 MYH6 MYH7 MYH9 MYL2 MYL9 MYLK3 MYO15A MYO18A MYO18B MYO19 MYO1A MYO1B MYO1C MYO1D MYO1E MYO1F MYO1G MYO1H MYO3A MYO3B MYO5A MYO5B MYO5C MYO6 MYO7A MYO7B MYOC MYOM2 MYOZ1 MYOZ2 MYPN MZT1 NAA80 NAT10 NAV1 NAV3 NCK1 NCK2 NCKAP1 NCKAP1L NCKAP5 NCKAP5L NCKIPSD NCOR1 NDC80 NDE1 NDEL1 NEB NEBL NECTIN2 NEDD1 NEDD9 NEFH NEFL NEFM NEK2 NEK6 NEK7 NES NEURL1 NEXN NF1 NF2 NHERF1 NIN NINL NISCH NKX2-5 NLGN1 NLRP5 NOS1AP NOSTRIN NPHP1 NPHP4 NPHS1 NPHS2 NPM1 NRAP NRP1 NSFL1C NTMT1 NUAK2 NUBP1 NUDC NUF2 NUMA1 NUP62 NUSAP1 OBSCN OBSL1 OCLN ODAD1 ODAD2 ODAD3 ODAD4 ODAM ODF2 OFD1 OOEP OPHN1 OR2A4 P2RX7 PACSIN1 PACSIN2 PACSIN3 PADI6 PAFAH1B1 PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 PALLD PALM PARD3 PARD3B PARD6A PARD6B PARD6G PARP3 PARVA PARVB PARVG PATJ PAWR PAX6 PCLAF PCLO PCM1 PCNT PDCD10 PDCD6IP PDCL3 PDE4DIP PDGFA PDGFRA PDGFRB PDLIM1 PDLIM2 PDLIM3 PDLIM4 PDLIM5 PDLIM7 PDPK1 PDXP PDZD8 PEAK3 PEX14 PFDN2 PFN1 PFN2 PFN3 PFN4 PGM5 PHACTR1 PHACTR2 PHACTR3 PHACTR4 PHIP PHLDB1 PHLDB2 PHPT1 PIBF1 PICK1 PIERCE1 PIERCE2 PIK3CA PIK3R1 PIK3R2 PIN1 PIP5K1A PIP5K1C PKD1 PKD2 PKHD1 PKP1 PKP2 PLA2G1B PLA2G3 PLCE1 PLD2 PLEC PLEK PLEK2 PLEKHG2 PLEKHH2 PLK1 PLK2 PLK3 PLK4 PLS1 PLS3 PLXNA3 PLXNB1 POC1B POF1B POLDIP2 POTEE POTEF POTEI POTEJ POTEKP PPARGC1B PPFIA1 PPL PPM1E PPM1F PPP1R12A PPP1R35 PPP1R9A PPP1R9B PPP2R1A PPP2R3C PRC1 PREX1 PRICKLE1 PRICKLE4 PRKAA1 PRKAA2 PRKAR1A PRKCD PRKCE PRKCI PRKCZ PRKD1 PRKG1 PRKN PROX1 PRPF40A PRR5 PRUNE1 PSRC1 PSTPIP1 PSTPIP2 PTEN PTGER4 PTK2 PTK2B PTK7 PTPA PTPN1 PXN PYCARD RAB11A RAB13 RAB6C RAC1 RAC2 RAC3 RACGAP1 RAE1 RAF1 RALA RAN RANBP1 RANBP10 RANBP9 RANGRF RAP1GDS1 RAP2A RAPGEF3 RASA1 RBM14 RCC1 RDX RFLNA RFLNB RGCC RGS14 RGS4 RHOA RHOB RHOBTB1 RHOBTB2 RHOC RHOD RHOF RHOG RHOH RHOJ RHOQ RHOT1 RHOT2 RHOU RHOV RHPN1 RHPN2 RHPN2P1 RICTOR RMDN1 RND1 RND2 RND3 RNF19A RNF4 RNH1 ROCK1 ROCK2 RP1 RP1L1 RPS3 RSPH1 RSPH4A RSPH6A RSPH9 RTKN RTTN RUFY3 S100A10 S100A8 S100A9 S1PR1 S1PR2 SAC3D1 SAMD14 SAPCD2 SASS6 SBDS SCIN SDC4 SDCBP SDCCAG8 SEMA5A SEMA6A SENP6 SEPTIN1 SERPINF2 SETD2 SETD3 SFRP1 SGO1 SH2B2 SH3BGRL3 SH3BP1 SH3D19 SH3D21 SH3KBP1 SHANK1 SHANK3 SHC1 SHH SHROOM1 SHROOM2 SHROOM3 SHROOM4 SHTN1 SIGLEC15 SIK3 SIPA1 SIPA1L1 SIPA1L3 SIRT1 SIX4 SKA1 SKA2 SKA3 SLAIN1 SLAIN2 SLC16A1 SLC39A12 SLC4A2 SLC9A1 SLIT2 SLK SMAD3 SMAD4 SMC1A SMC3 SMIM22 SMTN SMTNL1 SMTNL2 SNCA SNX9 SOD1 SON SORBS1 SORBS2 SORBS3 SOX9 SPACA9 SPAG1 SPAG16 SPAG17 SPAG5 SPAG6 SPAST SPATA17 SPATA4 SPATA7 SPATC1L SPC25 SPDL1 SPECC1 SPECC1L SPEF1 SPEF2 SPICE1 SPIRE1 SPIRE2 SPRY1 SPRY2 SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 SRC SRCIN1 SRF SRGAP2 SRGAP2C SS18 SSH1 SSH2 SSH3 SSNA1 SSX2IP STAG1 STAG2 STARD13 STARD8 STARD9 STAU2 STIL STK36 STMN1 STMN2 STMN3 STMN4 STMND1 STRIP1 STRIP2 SUGT1 SUN1 SUN2 SVIL SWAP70 SYDE1 SYNE2 SYNE3 SYNM SYNPO SYNPO2 SYNPO2L TACC1 TACC2 TACC3 TACR1 TACSTD2 TAGLN2 TAGLN3 TAOK1 TAOK2 TBC1D21 TBCB TBCD TBCE TBCEL TBCK TCAP TCHH TEKT2 TENM1 TESK1 TESK2 TF TGFB3 TGFBR1 THSD7A THSD7B THY1 TIMD4 TJP1 TLE6 TLN1 TLN2 TMEFF2 TMEM67 TMOD1 TMOD2 TMOD3 TMOD4 TMSB10 TMSB15A TMSB15B TMSB15C TMSB4X TMSB4Y TNF TNFAIP1 TNFAIP3 TNIK TNKS TNNT1 TNNT2 TNNT3 TNXB TOGARAM1 TOGARAM2 TOR1A TPGS1 TPM1 TPM2 TPM3 TPM4 TPPP TPPP2 TPPP3 TPR TPX2 TRAF3IP1 TRDN TRIM27 TRIM36 TRIM37 TRIM46 TRIM54 TRIOBP TRIP10 TRPM2 TRPM7 TRPV4 TSC1 TSPAN32 TTBK2 TTC12 TTC17 TTC26 TTC8 TTK TTL TTLL1 TTLL11 TTLL13 TTLL2 TTLL3 TTLL4 TTLL5 TTLL6 TTLL7 TTLL9 TTN TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B TUBD1 TUBE1 TUBG1 TUBG2 TUBGCP2 TUBGCP3 TUBGCP4 TUBGCP5 TUBGCP6 TWF1 TWF2 TXNDC9 TYROBP UBE2B UBXN2B UGT8 ULK4 USH1C USP33 UVRAG UXT VASP VCP VIL1 VILL VIM VPS4A VPS4B VPS54 WAS WASF1 WASF2 WASF3 WASH3P WASH6P WASHC1 WASHC2A WASHC2C WASHC3 WASHC4 WASHC5 WASL WDPCP WDR1 WDR47 WDR62 WDR73 WEE1 WHAMM WIPF1 WIPF3 WNT11 WNT3A WNT4 WRAP73 WTIP XIRP1 XIRP2 XPO1 XRCC2 XRCC3 YEATS4 ZBED3 ZEB2 ZMYM3 ZMYM4 ZMYM6 ZMYND10 ZNF135 ZNF207 ZPR1 ZRANB1 ZW10 ZYX GOBP_CYTOSOLIC_PATTERN_RECOGNITION_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CYTOSOLIC_PATTERN_RECOGNITION_RECEPTOR_SIGNALING_PATHWAY ALPK1 ANKRD17 ATAT1 BIRC2 BIRC3 BRCC3 BTK C1QBP CARD8 CAV1 CD36 CGAS CLPB COLEC12 CPTP CSNK1A1 CYLD DDX3X DDX60 DHX33 DHX58 EIF2AK2 EPG5 ERBIN F2RL1 FBXL2 FCRL3 FLOT1 FLOT2 GBP2 GBP5 GPATCH3 GRAMD4 HAVCR2 HMGB1 HSPA1A HSPA1B HSPA8 IFIH1 IKBKB INAVA IPO5 IRAK1 IRAK4 IRF3 IRF7 IRGM ITCH KCNJ8 LACC1 LILRA4 LSM14A MAP2K6 MAP3K7 MAPK8 MARK4 MAVS MEFV MIR708 MYD88 NAGK NEK7 NFKBIA NLRC3 NLRP1 NLRP2B NLRP3 NLRP6 NLRX1 NOD1 NOD2 NOP53 NPLOC4 NR1H4 OAS1 OAS3 OASL OTULIN PELI1 PHB1 PHB2 PIK3AP1 PLCG2 PPP2CA PRKD1 PTPN22 PTPRS PUM1 PUM2 PYCARD PYDC1 PYDC2 PYDC5 RAB7B RELA RFTN1 RIGI RIOK3 RIPK2 RNF125 RNF135 RSAD2 RTN4 SCARA3 SCIMP SEC14L1 SIRT2 SLC15A2 SLC15A3 SLC15A4 SLC46A2 SRC STING1 STMP1 TARBP2 TASL TBK1 TICAM1 TIFA TIRAP TKFC TLR3 TLR4 TLR6 TLR7 TLR8 TLR9 TNF TNFAIP3 TNIP2 TRAF6 TREM2 TREML4 TRIM11 TRIM15 TRIM25 TRIM3 TRIM31 TSPAN6 UBQLN1 UFD1 UNC93B1 USP15 USP17L2 USP50 WDFY1 XIAP ZCCHC3 ZDHHC12 ZNRF4 GOBP_CYTOSOLIC_RIBOSOME_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CYTOSOLIC_RIBOSOME_ASSEMBLY C1QBP DDX3X EFL1 EIF6 SBDS GOBP_CYTOSOLIC_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_CYTOSOLIC_TRANSPORT ACTR2 AKTIP ANKFY1 ANKRD27 AP1AR AP1G1 AP2A1 AP4M1 ARFIP1 ARFRP1 ARL1 ARL8B ASB15 ATG14 ATP9A BAIAP3 BECN1 BET1L BLTP3B CCDC91 CES1 CHMP3 CLN3 CLN5 CLTC CLTCL1 CORO1A CORO7 DAB2 DCTN1 DENND10 DENND2A DENND5A DNAJC13 DOP1A DOP1B EEA1 EHD3 EIPR1 EMP2 EPS15 ERC1 EVI5 EZR FHIP1B FLNA GAK GBF1 GCC2 GGA1 GOLT1A GOLT1B GOSR1 HEATR5A HEATR5B HOOK1 HOOK2 HOOK3 KIF16B KIF1A KIF1C KIF5A KIF5B KLHL20 LAMP1 LAPTM5 LMAN1 LMTK2 LRRK2 MAGEL2 MAP2 MAP2K1 MAP2K2 MAPK1 MAPK3 MECP2 MON2 MSN MTMR2 MYO1D NF2 PHETA1 PHETA2 PIK3C3 PIK3R4 PIKFYVE PIP4K2A PLEKHA3 PLEKHJ1 PPFIA2 PREPL PRKN PTPN23 PXK RAB11A RAB11FIP3 RAB14 RAB21 RAB29 RAB41 RAB5A RAB6A RAB6B RAB6C RAB6D RAB7A RAB7B RAB9A RAB9B RBSN RCSD1 RDX RGP1 RHOBTB3 RIC1 RILP RNF126 SGSM2 SLC66A2 SNF8 SNX1 SNX12 SNX16 SNX2 SNX3 SNX32 SNX5 SNX6 SNX8 SORL1 SORT1 SPAG9 SRC SRSF10 STX10 STX16 STX5 STX6 STX8 SURF4 SYBU SYS1 SYT4 SYT7 TANC2 TBC1D10A TBC1D10B TBC1D10C TBC1D14 TBC1D17 TBC1D23 TBC1D5 TMED9 TMEM87A TMEM87B TPCN2 TRAPPC10 TRIM27 TRIM46 UBE2O USP7 VAMP3 VPS11 VPS13A VPS13C VPS26A VPS26B VPS29 VPS35 VPS50 VPS51 VPS52 VPS53 VPS54 VTI1A VTI1B WASH3P WASH6P WASHC1 WASHC2A WASHC2C WDR81 WDR91 WIPF3 WIPI1 YKT6 GOBP_C_5_METHYLATION_OF_CYTOSINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_C_5_METHYLATION_OF_CYTOSINE DNMT1 DNMT3A DNMT3B DNMT3L STPG4 GOBP_C_TERMINAL_PROTEIN_AMINO_ACID_MODIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_C_TERMINAL_PROTEIN_AMINO_ACID_MODIFICATION AGBL1 AGBL4 AGBL5 AGTPBP1 ATG12 ATG16L1 ATG5 ATG7 FOLH1 FOLH1B ICMT IRGM LCMT1 GOBP_C_TERMINAL_PROTEIN_LIPIDATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_C_TERMINAL_PROTEIN_LIPIDATION ATG12 ATG16L1 ATG5 ATG7 IRGM GOBP_C_X_C_CHEMOKINE_RECEPTOR_CXCR4_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_C_X_C_CHEMOKINE_RECEPTOR_CXCR4_SIGNALING_PATHWAY CXCR4 ENTREP1 LYN TREM2 WBP1L GOBP_DAMP_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DAMP_METABOLIC_PROCESS ADA ADK DCK DGUOK NT5C1A PNP XDH GOBP_DCMP_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DCMP_CATABOLIC_PROCESS DPYD DPYS NT5C UPB1 UPP1 UPP2 GOBP_DEADENYLATION_DEPENDENT_DECAPPING_OF_NUCLEAR_TRANSCRIBED_MRNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DEADENYLATION_DEPENDENT_DECAPPING_OF_NUCLEAR_TRANSCRIBED_MRNA CAPRIN1 CNOT7 DCP1A DCP1B DCP2 DCPS EIF4ENIF1 LSM1 NOCT PATL1 PATL2 GOBP_DECIDUALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DECIDUALIZATION ASH1L BSG CITED2 CTSB CYP27B1 DCAF13 DEDD EPOR GHRL GHSR GJB2 JUNB LIF NDP PARP1 PARP2 PPARD PTGS2 PTN SPP1 STC1 STC2 TCF23 TPPP3 VDR GOBP_DEDIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DEDIFFERENTIATION CDK6 ESRRB FEZF1 FEZF2 HNRNPD MIR145 MIR182 MIR214 MIR221 NCOA3 OLFM2 PDGFB GOBP_DEFENSE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DEFENSE_RESPONSE A2M ABCC1 ABCC9 ABCD1 ABCD2 ABCF1 ABCF3 ABHD12 ABI3 ACE2 ACER3 ACKR1 ACKR2 ACOD1 ACP5 ACTG1 ACTR2 ACTR3 ACVR1 ADA ADAM15 ADAM17 ADAM8 ADAMTS12 ADAMTS13 ADAMTS5 ADAR ADARB1 ADCY1 ADCY7 ADCY8 ADGRB1 ADGRE2 ADGRE5 ADIPOQ ADM ADORA1 ADORA2A ADORA2B ADORA3 AFAP1L2 AGBL4 AGBL5 AGER AGR2 AGT AGTR1 AGTR2 AHR AHSG AICDA AIF1 AIM2 AIMP1 AKAP1 AKAP8 AKIRIN2 AKNA AKT1 ALOX15 ALOX5 ALOX5AP ALPK1 ALS2 ANG ANKHD1 ANKRD17 ANO6 ANXA1 ANXA3 AOAH AOC3 AP1G1 AP3B1 APCS APOA1 APOA4 APOBEC3A APOBEC3B APOBEC3C APOBEC3D APOBEC3F APOBEC3G APOBEC3H APOD APOE APOL1 APOL2 APOL3 APP APPL1 APPL2 AQP1 AQP4 AREL1 ARG1 ARG2 ARHGEF2 ARID5A ARL8B ARMC5 ARMH4 ARNT ARRB2 ASH1L ASIC1 ASIC4 ASS1 ATAD3A ATAT1 ATG12 ATG16L1 ATG5 ATG7 ATM ATP1A2 ATP1B1 ATRN AURKB AXL AZI2 AZU1 B4GALT1 BANF1 BAP1 BATF BATF2 BCL10 BCL2 BCL2L1 BCL3 BCL6 BCR BDKRB1 BDKRB2 BECN1 BIRC2 BIRC3 BLK BLNK BMP2 BMP6 BMPR1B BNIP3 BNIP3L BPGM BPI BPIFA1 BPIFA2 BPIFB1 BPIFB3 BPIFC BRCC3 BRD4 BRINP1 BST1 BST2 BTK C1QA C1QB C1QBP C1QC C1QTNF12 C1QTNF3 C1R C1RL C1S C2 C2CD4A C2CD4B C3 C3AR1 C4A C4B C4BPA C4BPB C5 C5AR1 C5AR2 C6 C7 C8A C8B C8G C9 CACTIN CADM1 CALCA CALCOCO2 CALM1 CAMK1D CAMK2A CAMK2N1 CAMK4 CAMLG CAMP CARD16 CARD18 CARD8 CARD9 CASC2 CASP1 CASP4 CASP6 CASP7 CASP8 CAV1 CCDC88B CCDC92 CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL3 CCL3L1 CCL3L3 CCL4 CCL5 CCL7 CCL8 CCN3 CCN4 CCR1 CCR2 CCR3 CCR4 CCR5 CCR6 CCR7 CCR9 CCRL2 CD14 CD160 CD163 CD177 CD180 CD1D CD2 CD200 CD200R1 CD200R1L CD207 CD209 CD226 CD244 CD28 CD300A CD300C CD300LF CD36 CD4 CD40 CD40LG CD44 CD46 CD47 CD48 CD55 CD58 CD5L CD6 CD68 CD74 CD81 CD83 CD84 CD96 CDC37 CDC42 CDC42EP2 CDC42EP4 CDH5 CDO1 CEACAM1 CEBPA CEBPB CEBPE CEBPG CELA1 CELF1 CEP63 CERS6 CFB CFD CFH CFHR1 CFHR2 CFHR5 CFI CFP CGAS CH25H CHGA CHI3L1 CHIA CHID1 CHMP3 CHRNA7 CHST1 CHST2 CHST4 CHUK CIITA CITED1 CLDN1 CLEC10A CLEC12B CLEC1B CLEC2A CLEC4A CLEC4C CLEC4D CLEC4E CLEC4M CLEC5A CLEC6A CLEC7A CLNK CLOCK CLPB CLU CMA1 CMKLR1 CNOT7 CNPY3 CNR1 CNR2 CNTF COLEC10 COLEC11 COLEC12 CORO1A COTL1 CPTP CR1 CR2 CRCP CREB3L3 CREBBP CRH CRHBP CRISP3 CRK CRP CRTAM CSF1 CSF1R CSF3R CSNK1A1 CSRP3 CST11 CST3 CST7 CST9 CST9L CST9LP1 CTNNBIP1 CTSC CTSG CTSS CUEDC2 CUL3 CX3CL1 CX3CR1 CXCL1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL14 CXCL16 CXCL17 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 CXCR2 CXCR3 CXCR4 CXCR6 CYBA CYBB CYBC1 CYLD CYP19A1 CYP26B1 CYP27B1 CYSLTR1 DAB2IP DAGLA DAGLB DAPK1 DAPK3 DCD DCDC2 DCST1 DDIT4 DDT DDX1 DDX17 DDX21 DDX3X DDX56 DDX60 DDX60L DEFA1 DEFA1B DEFA3 DEFA4 DEFA5 DEFA6 DEFB1 DEFB103A DEFB103B DEFB104A DEFB104B DEFB105A DEFB105B DEFB106A DEFB106B DEFB107A DEFB107B DEFB108A DEFB108B DEFB109B DEFB110 DEFB112 DEFB113 DEFB114 DEFB115 DEFB116 DEFB118 DEFB119 DEFB121 DEFB123 DEFB124 DEFB125 DEFB126 DEFB127 DEFB128 DEFB129 DEFB130A DEFB130B DEFB131A DEFB131B DEFB132 DEFB133 DEFB134 DEFB135 DEFB136 DEFB4A DHRS7B DHX15 DHX16 DHX33 DHX36 DHX58 DHX9 DLEC1 DMBT1 DNAJC3 DNASE1 DNASE1L3 DPEP1 DPP4 DRD1 DRD2 DRD4 DROSHA DTX3L DTX4 DUOX1 DUOX2 DUOXA1 DUOXA2 DUS2 DUSP10 ECM1 ECSIT EDN1 EDNRB EIF2AK1 EIF2AK2 EIF2AK4 EIF4E EIF4E2 EIF4G1 ELANE ELF3 ELF4 ELMOD2 EMILIN1 EMILIN2 ENDOD1 ENPP3 EP300 EPG5 EPHA2 EPHB2 EPO EPPIN EPRS1 EPX ERAP1 ERBIN EREG ESR1 ETS1 EVPL EXOC1 EXOSC4 EXOSC5 EXT1 EXTL3 EZH2 F11R F12 F2 F2R F2RL1 F3 F8 FABP4 FADD FAM3A FANCA FANCD2 FASLG FASN FAU FBXL2 FBXL20 FBXO9 FCER1A FCER1G FCGR1A FCGR2B FCGR3A FCMR FCN1 FCN2 FCN3 FCRL3 FEM1A FFAR2 FFAR3 FFAR4 FGA FGB FGL2 FGR FLNB FLOT1 FLOT2 FN1 FNDC4 FOLR2 FOS FOSL1 FOSL2 FOXF1 FOXN1 FOXP1 FOXP3 FPR1 FPR2 FPR3 FRK FURIN FUT4 FUT7 FXR1 FYN G3BP1 G3BP2 GABRA5 GALP GAPDH GARIN5A GAS5 GATA3 GATA6 GBA1 GBP1 GBP2 GBP3 GBP4 GBP5 GBP6 GBP7 GCH1 GFER GFI1 GGT1 GGT2P GGT3P GGT5 GHRL GHSR GIGYF2 GIT1 GNAT2 GNG7 GNLY GP2 GPAM GPATCH3 GPER1 GPR108 GPR15LG GPR17 GPR31 GPR32 GPR32P1 GPR33 GPR4 GPR68 GPRC5B GPS2 GPSM3 GPX1 GRAMD4 GRIK2 GRM7 GRN GRP GRPR GSDMA GSDMB GSDMC GSDMD GSN GSTP1 GZMB GZMM H19 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC21 H2BC4 H2BC6 H2BC7 H2BC8 HAMP HAVCR2 HCK HDAC4 HDAC5 HDAC9 HERC5 HEXIM1 HFE HGF HIF1A HK1 HLA-A HLA-B HLA-C HLA-DPA1 HLA-DRB1 HLA-E HLA-F HLA-G HMGB1 HMGB2 HMGB3 HMGN2 HMOX1 HNRNPA0 HP HPX HRAS HRG HRH1 HRH4 HSF1 HSP90AA1 HSPA1A HSPA1B HSPA8 HSPD1 HSPG2 HTN1 HTN3 HTR1A HTR2C HYAL1 HYAL2 HYAL3 ICOSLG IDO1 IER3 IFI16 IFI27 IFI35 IFI44L IFI6 IFIH1 IFIT1 IFIT1B IFIT2 IFIT3 IFIT5 IFITM1 IFITM2 IFITM3 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR1 IFNAR2 IFNB1 IFNE IFNG IFNGR1 IFNGR2 IFNK IFNL1 IFNL2 IFNL3 IFNL4 IFNLR1 IFNW1 IGF1 IGHA1 IGHA2 IGHE IGHG1 IGHG2 IGHG3 IGHG4 IGHM IGKV3-20 IKBKB IKBKE IKBKG IL10 IL10RA IL10RB IL12A IL12B IL12RB1 IL13 IL15 IL16 IL17A IL17B IL17C IL17D IL17F IL17RA IL17RB IL17RC IL17RE IL18 IL18R1 IL18RAP IL1A IL1B IL1F10 IL1R1 IL1R2 IL1RAP IL1RL1 IL1RL2 IL1RN IL2 IL20 IL20RB IL21 IL22 IL22RA1 IL22RA2 IL23A IL23R IL25 IL27 IL27RA IL2RA IL31RA IL32 IL33 IL34 IL36A IL36B IL36G IL36RN IL37 IL4 IL4R IL5 IL5RA IL6 IL6R IL6ST IL7R IL9 ILF3 ILRUN INAVA INHBA INHBB INS IPO5 IPO7 IRAK1 IRAK2 IRAK3 IRAK4 IRF1 IRF2 IRF3 IRF4 IRF5 IRF7 IRF8 IRF9 IRGC IRGM ISG15 ISG20 ISL1 ITCH ITGAL ITGAM ITGAX ITGB1 ITGB2 ITGB6 ITIH4 ITK JAGN1 JAK1 JAK2 JAK3 JAM3 JCHAIN KARS1 KAT5 KCNJ8 KCNN4 KDM6B KIF5B KIR2DL4 KIR2DS2 KIR2DS3 KIR3DL1 KIR3DL2 KIT KLF4 KLK3 KLK5 KLK7 KLKB1 KLRB1 KLRC1 KLRC2 KLRC3 KLRC4 KLRC4-KLRK1 KLRD1 KLRF2 KLRG1 KLRK1 KNG1 KPNA6 KRT1 KRT16 KRT6A KYNU LACC1 LACRT LAG3 LALBA LAMP1 LAPTM5 LARGE1 LAT LBP LCE3A LCE3B LCE3C LCK LCN2 LDLR LEAP2 LEP LETMD1 LGALS1 LGALS2 LGALS3 LGALS3BP LGALS4 LGALS8 LGALS9 LGR4 LIAS LILRA1 LILRA2 LILRA4 LILRA5 LILRB1 LILRB2 LILRB3 LILRB4 LILRB5 LIPA LOXL3 LPCAT3 LPL LPO LRCH4 LRFN5 LRP1 LRP8 LRRC14 LRRC19 LRRK2 LRSAM1 LSM14A LSP1 LTA LTB4R LTF LXN LY75 LY86 LY9 LY96 LYAR LYG1 LYG2 LYN LYPD1 LYPD8 LYST LYZ LYZL4 LYZL6 MACIR MALT1 MAP2K3 MAP2K6 MAP3K14 MAP3K5 MAP3K7 MAP4K2 MAPK13 MAPK14 MAPK3 MAPK7 MAPK8 MAPK8IP2 MAPK9 MAPKAPK2 MAPKAPK3 MAPKBP1 MAPT MARCHF2 MARCO MARK4 MAS1 MASP1 MASP2 MATR3 MAVS MBL2 MCOLN2 MCPH1 MDK MECP2 MED1 MEF2C MEFV MEP1B METRNL METTL3 MFHAS1 MGLL MGST2 MIAT MICA MICB MICU1 MID2 MIF MIR105-1 MIR125A MIR126 MIR128-1 MIR129-1 MIR130B MIR135A1 MIR136 MIR138-1 MIR140 MIR141 MIR142 MIR144 MIR145 MIR146A MIR149 MIR15A MIR15B MIR16-1 MIR17 MIR181A2 MIR181B1 MIR181C MIR187 MIR195 MIR197 MIR199A1 MIR19A MIR19B1 MIR203A MIR204 MIR205 MIR206 MIR20A MIR21 MIR22 MIR221 MIR222 MIR223 MIR26A1 MIR26B MIR302E MIR30C2 MIR31 MIR324 MIR338 MIR361 MIR378A MIR3909 MIR4286 MIR488 MIR520B MIR520E MIR590 MIR657 MIR675 MIR6869 MIR708 MIR758 MIR766 MIR920 MIR92A1 MIR93 MIR98 MIRLET7B MIRLET7G MIRLET7I MKRN2 MLKL MMP12 MMP25 MMP26 MMP3 MMP8 MMP9 MMRN2 MNDA MORC1 MORC3 MOV10 MPEG1 MPO MR1 MRC1 MRGPRX1 MSMP MSRB1 MST1R MTOR MUC7 MUL1 MVK MX1 MX2 MYD88 MYLK3 MYO1C N4BP1 N4BP3 NAGK NAGLU NAIP NAPEPLD NCBP1 NCBP3 NCF1 NCF2 NCK1 NCR1 NCR2 NCR3 NCR3LG1 NDFIP1 NDP NDST1 NDUFAF4 NEAT1 NECTIN2 NEDD4 NEK7 NEURL3 NEUROD2 NFAM1 NFATC3 NFATC4 NFE2L2 NFKB1 NFKB2 NFKBIA NFKBIB NFKBID NFKBIL1 NFKBIZ NFX1 NINJ1 NKG7 NKIRAS2 NLRC3 NLRC4 NLRC5 NLRP1 NLRP10 NLRP11 NLRP12 NLRP13 NLRP14 NLRP2 NLRP2B NLRP3 NLRP4 NLRP5 NLRP6 NLRP7 NLRP8 NLRP9 NLRX1 NMB NMBR NMI NOD1 NOD2 NONO NOP53 NOS2 NOTCH1 NOTCH2 NOX1 NOX3 NOX4 NOX5 NPAS2 NPLOC4 NPY5R NQO1 NR1D1 NR1D2 NR1H2 NR1H3 NR1H4 NR2E1 NR3C1 NR4A1 NRROS NT5C2 NT5C3A NT5E NUB1 NUPR1 OAS1 OAS2 OAS3 OASL ODAM OLR1 OPRK1 OPTN OR2H2 ORM1 ORM2 OSM OSMR OTOP1 OTUD4 OTULIN P2RX1 P2RX7 P2RY11 PADI4 PAK1 PAK2 PAK3 PARK7 PARP1 PARP14 PARP4 PARP9 PBK PBXIP1 PCBP2 PDCD4 PDE12 PDE2A PDE8B PDPK1 PELI1 PELI3 PENK PER1 PF4 PF4V1 PGC PGLYRP1 PGLYRP2 PGLYRP3 PGLYRP4 PHB1 PHB2 PI3 PIK3AP1 PIK3CD PIK3CG PIK3R1 PIK3R6 PJA2 PLA2G10 PLA2G1B PLA2G2A PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G4B PLA2G4C PLA2G5 PLA2G6 PLA2G7 PLAA PLAC8 PLCG1 PLCG2 PLD3 PLD4 PLEKHM2 PLGRKT PLK2 PLK5 PLP1 PLPP6 PLSCR1 PMAIP1 PML PNMA1 POLB POLR3A POLR3B POLR3C POLR3D POLR3E POLR3F POLR3G POLR3H POLR3K POMGNT1 POMT2 PPARA PPARD PPARG PPBP PPM1B PPP1R11 PPP1R14B PPP2CA PPP2R3C PPP6C PQBP1 PRB3 PRCP PRDM1 PRDX1 PRDX2 PRDX5 PRF1 PRG2 PRKCD PRKCE PRKCQ PRKCZ PRKD1 PRKDC PROC PROK2 PRSS2 PRSS3 PRTN3 PSEN1 PSG3 PSG9 PSMA1 PSMA6 PSMB4 PSPC1 PSTPIP1 PTAFR PTGDR PTGER1 PTGER2 PTGER3 PTGER4 PTGES PTGFR PTGIR PTGIS PTGS2 PTK2B PTK6 PTN PTPN1 PTPN11 PTPN2 PTPN22 PTPN6 PTPRC PTPRCAP PTPRS PTX3 PUM1 PUM2 PVR PXK PYCARD PYDC1 PYDC2 PYDC5 PYHIN1 RAB11FIP2 RAB14 RAB1A RAB20 RAB23 RAB27A RAB2B RAB43 RAB44 RAB7B RABGEF1 RAC1 RAET1E RAET1G RAF1 RAG1 RAG2 RARRES2 RASGRP1 RB1 RBCK1 RBM14 RBM47 RBMS3 RBPJ REG1A REG1B REG3A REG3G REL RELA RELB RFPL1 RFPL2 RFPL3 RFPL4A RFPL4AL1 RFTN1 RHBDD3 RHBDF2 RICTOR RIGI RIOK3 RIPK1 RIPK2 RIPK3 RNASE1 RNASE10 RNASE11 RNASE12 RNASE13 RNASE2 RNASE3 RNASE4 RNASE6 RNASE7 RNASE8 RNASE9 RNASEL RNASET2 RNF125 RNF135 RNF166 RNF185 RNF19B RNF213 RNF216 RNF26 RNF31 ROMO1 RORA RPL13A RPL30 RPL39 RPS19 RPS6KA3 RPS6KA4 RPS6KA5 RPS6KB1 RSAD2 RTN4 RTP4 S100A12 S100A14 S100A7 S100A8 S100A9 S1PR3 SAA1 SAA2 SAA4 SAMD9 SAMHD1 SARM1 SBNO2 SCARA3 SCG2 SCGB1A1 SCIMP SCN11A SCN9A SCNN1B SCUBE1 SCYL1 SCYL3 SDHAF4 SEC14L1 SEH1L SELE SELENOK SELENOS SELP SEMA7A SEMG1 SEMG2 SENP7 SERINC3 SERINC5 SERPINA1 SERPINA3 SERPINB4 SERPINB9 SERPINE1 SERPINF2 SERPING1 SETD2 SETD4 SETD6 SFPQ SFTPD SH2D1A SH2D1B SHARPIN SHC1 SHFL SHMT2 SHPK SIGIRR SIGLEC1 SIGLEC10 SIGLEC16 SIN3A SIRPA SIRT2 SKP2 SLAMF1 SLAMF6 SLAMF7 SLAMF8 SLC11A1 SLC15A2 SLC15A3 SLC15A4 SLC18A2 SLC1A1 SLC22A5 SLC26A6 SLC30A1 SLC30A8 SLC39A8 SLC46A2 SLC9A9 SLFN11 SLFN13 SLPI SMAD1 SMAD3 SMO SMPD1 SMPDL3B SNAP23 SNCA SNX4 SNX6 SOCS3 SOCS5 SOCS6 SOD1 SP100 SP140 SPAG11A SPAG11B SPATA2 SPHK1 SPI1 SPINK5 SPINK7 SPIRE1 SPN SPON2 SPRR2A SRC SRMS SRPK1 SRPK2 SSC5D STAB1 STAB2 STAP1 STAT1 STAT2 STAT3 STAT4 STAT5A STAT5B STAT6 STATH STING1 STK39 STMP1 STX4 STX8 STXBP1 STXBP3 STXBP4 SUCNR1 SUSD4 SYK SYNCRIP SYT11 TAB2 TAB3 TAC1 TAC4 TACR1 TAFA3 TANK TAP1 TARBP2 TARM1 TASL TAX1BP1 TBK1 TBKBP1 TBXA2R TCIRG1 TDGF1 TEK TF TFEB TFR2 TFRC TGFB1 THBS1 THEMIS2 TIAL1 TICAM1 TICAM2 TIFA TIMP1 TIRAP TKFC TLR1 TLR10 TLR2 TLR3 TLR4 TLR5 TLR6 TLR7 TLR8 TLR9 TMED1 TMED2 TMEM106A TMEM126A TMEM258 TMEM33 TMEM43 TMEM45B TMF1 TMIGD3 TMSB4X TNC TNF TNFAIP3 TNFAIP6 TNFAIP8L2 TNFRSF10B TNFRSF11A TNFRSF14 TNFRSF1A TNFRSF1B TNFRSF4 TNFSF11 TNFSF18 TNFSF4 TNFSF8 TNIP1 TNIP2 TNIP3 TOLLIP TOMM70 TP53 TPSAB1 TPST1 TRADD TRAF2 TRAF3 TRAF3IP1 TRAF3IP2 TRAF4 TRAF6 TRAFD1 TRAT1 TRAV27 TRDV1 TRDV2 TRDV3 TREM1 TREM2 TREML1 TREML4 TREX1 TRGV2 TRGV3 TRGV4 TRGV5 TRGV8 TRGV9 TRIL TRIM10 TRIM11 TRIM13 TRIM14 TRIM15 TRIM21 TRIM22 TRIM23 TRIM25 TRIM26 TRIM27 TRIM28 TRIM29 TRIM3 TRIM31 TRIM32 TRIM34 TRIM35 TRIM38 TRIM4 TRIM40 TRIM41 TRIM43 TRIM43B TRIM44 TRIM45 TRIM48 TRIM49 TRIM49B TRIM49C TRIM49D1 TRIM49D2 TRIM5 TRIM51 TRIM51G TRIM52 TRIM55 TRIM56 TRIM58 TRIM59 TRIM6 TRIM62 TRIM64 TRIM64B TRIM64C TRIM65 TRIM68 TRIM7 TRIM77 TRIM8 TRIML1 TRIML2 TRPV1 TRPV4 TSLP TSPAN18 TSPAN2 TSPAN32 TSPAN6 TTBK1 TTC4 TTLL12 TUBB TUBB4B TUSC2 TXK TXNIP TYK2 TYRO3 TYROBP UBA7 UBD UBE2K UBE2L6 UBE2N UBE2W UBL7 UBQLN1 UCN UFD1 UFL1 UGT1A1 ULBP1 ULBP2 ULBP3 UMOD UNC13D UNC93B1 USP14 USP15 USP17L2 USP18 USP20 USP27X USP29 USP38 USP44 USP46 USP50 VAMP2 VAMP3 VAMP7 VAMP8 VAV1 VCAM1 VDAC1 VEZF1 VGF VIM VNN1 VPS26B VPS35 VPS54 VSIG4 WAS WDFY1 WDR83 WFDC1 WFDC10A WFDC10B WFDC11 WFDC12 WFDC13 WFDC2 WFDC3 WFDC5 WFDC9 WIPI2 WNK4 WNT5A WRNIP1 XCL1 XCL2 XCR1 XIAP XRCC5 XRCC6 YES1 YTHDF2 YTHDF3 YWHAZ ZAP70 ZBP1 ZBTB1 ZC3H12A ZC3HAV1 ZCCHC3 ZDHHC1 ZDHHC11 ZDHHC12 ZDHHC18 ZDHHC5 ZEB2 ZFP36 ZG16 ZMPSTE24 ZMYND11 ZNF148 ZNF175 ZNF580 ZNF683 ZNFX1 ZNRF1 ZNRF4 ZP3 ZYX GOBP_DEFENSE_RESPONSE_TO_BACTERIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DEFENSE_RESPONSE_TO_BACTERIUM ACP5 ADAM17 ADAMTS5 ADGRB1 AICDA AKIRIN2 ANG ANKRD17 ANXA3 AQP1 ARG2 AZU1 BCL3 BPI BPIFA1 BPIFA2 C5AR1 CAMP CARD9 CASP1 CASP4 CASP7 CCL20 CD160 CD36 CD4 CEBPB CFP CHGA CLEC4D CLEC4E COLEC12 CRP CST11 CTSG CXCL13 CXCL6 CYBA DCD DEFA1 DEFA1B DEFA3 DEFA4 DEFA5 DEFA6 DEFB1 DEFB103A DEFB103B DEFB104A DEFB104B DEFB105A DEFB105B DEFB106A DEFB106B DEFB107A DEFB107B DEFB108A DEFB108B DEFB109B DEFB110 DEFB112 DEFB113 DEFB114 DEFB115 DEFB116 DEFB118 DEFB119 DEFB121 DEFB123 DEFB124 DEFB125 DEFB126 DEFB127 DEFB128 DEFB129 DEFB130A DEFB130B DEFB131A DEFB131B DEFB132 DEFB133 DEFB134 DEFB135 DEFB136 DEFB4A DHX15 DMBT1 DROSHA ELANE EMILIN1 EMILIN2 EPHA2 EPPIN EPX EVPL F2 F2RL1 FAU FCER1G FCGR1A FCN2 FGA FGB FGR FOXP1 FPR2 GALP GBP1 GBP2 GBP3 GBP4 GBP5 GBP6 GBP7 GNLY GPR15LG GRN GSDMA GSDMB GSDMC GSDMD H2BC10 H2BC11 H2BC12 H2BC12L H2BC21 H2BC4 H2BC6 H2BC7 H2BC8 HAMP HAVCR2 HLA-A HLA-E HMGB2 HP HTN1 HTN3 IFNE IGHA1 IGHA2 IGHE IGHG1 IGHG2 IGHG3 IGHG4 IGHM IGKV3-20 IKBKG IL10 IL12A IL12B IL17A IL17F IL18 IL1B IL22RA1 IL23A IL23R IL27RA IL6 IL6R IL7R IRF8 IRGM ISG15 JCHAIN KLK3 KLK5 KLK7 KLRC4-KLRK1 KLRK1 KRT6A LACRT LALBA LBP LCE3A LCE3B LCE3C LCN2 LEAP2 LGALS4 LPO LTA LTF LYG1 LYG2 LYPD8 LYST LYZ LYZL4 LYZL6 MAP3K7 MAPKBP1 MARCHF2 MAVS MBL2 MIAT MICA MIR140 MIR181B1 MIR223 MIRLET7B MMRN2 MPEG1 MPO MR1 MYD88 NAGK NAIP NCR3LG1 NFKBIZ NLRC4 NLRP1 NLRP10 NLRP6 NOD1 NOD2 NOS2 NOTCH2 NR1H4 OAS1 OAS2 OAS3 OPTN P2RX7 PGC PGLYRP1 PGLYRP2 PGLYRP3 PGLYRP4 PI3 PLA2G1B PLA2G2A PLA2G6 PLAC8 PPBP PPP1R11 PRB3 PRG2 PRKCD PRKD1 PYCARD RAB14 RAB1A RAG2 RARRES2 RBCK1 RBPJ REG3G RIPK2 RNASE1 RNASE10 RNASE11 RNASE12 RNASE13 RNASE2 RNASE3 RNASE4 RNASE6 RNASE7 RNASE8 RNASE9 RNF213 RNF31 ROMO1 RPL30 RPL39 RPS19 S100A12 S100A14 S100A8 S100A9 SCNN1B SEH1L SELP SEMG1 SEMG2 SERPINE1 SFTPD SHARPIN SHC1 SIGLEC16 SLAMF8 SLC11A1 SLC30A1 SLC9A9 SLPI SPAG11A SPAG11B SPINK5 SPN SPON2 SPRR2A SSC5D STAB1 STAB2 STATH SYK SYT11 TAB2 TAB3 TBK1 TF TFEB TIRAP TLR2 TLR3 TLR4 TLR6 TLR9 TMF1 TNF TNFRSF14 TNFRSF1A TNFSF8 TRAV27 TREM1 TREM2 TUSC2 UMOD VGF WFDC10A WFDC10B WFDC11 WFDC12 WFDC13 WFDC2 WFDC3 WFDC5 WFDC9 XIAP ZG16 ZNFX1 GOBP_DEFENSE_RESPONSE_TO_FUNGUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DEFENSE_RESPONSE_TO_FUNGUS ARG1 BCL10 CARD9 CHGA CLEC4A CLEC4C CLEC4D CLEC4E CLEC6A CLEC7A COTL1 CTSG CX3CR1 DCD DEFA1 DEFA1B DEFA3 DEFA4 DEFA5 DEFA6 DEFB106A DEFB106B DEFB114 DEFB119 DEFB136 DEFB4A ELANE FAM3A GAPDH GNLY GPR15LG HAMP HRG HTN1 HTN3 IL17A IL17RA IL17RC IL36RN JAGN1 LTF MPO NLRP10 PLA2G5 PLCG2 RARRES2 RNASE7 RNASE8 S100A12 S100A8 S100A9 SPI1 SPON2 TRIM62 USP15 ZBP1 GOBP_DEFENSE_RESPONSE_TO_GRAM_NEGATIVE_BACTERIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DEFENSE_RESPONSE_TO_GRAM_NEGATIVE_BACTERIUM ADGRB1 AQP1 AZU1 BPI CAMP CD160 CD4 CHGA CST11 CTSG CXCL6 DEFA1 DEFA1B DEFA3 DEFA4 DEFA5 DEFA6 DEFB1 DEFB103A DEFB103B DEFB104A DEFB104B DEFB106A DEFB106B DEFB107A DEFB107B DEFB114 DEFB118 DEFB119 DEFB126 DEFB127 DEFB128 DEFB132 DEFB136 DEFB4A DMBT1 DROSHA ELANE F2 F2RL1 FCN2 GALP GSDMD H2BC11 H2BC12 HMGB2 IGHM IL12B IL17A IL17F IL22RA1 IL23A IL23R IL6 IL6R IRGM LBP LCE3A LCE3B LCE3C LTF LYPD8 LYZ MPEG1 MR1 NFKBIZ NOD1 NOS2 OPTN PRB3 PRKD1 PYCARD RARRES2 RNASE2 RNASE3 RNASE6 RNASE7 RNASE8 ROMO1 RPL30 RPS19 SELP SERPINE1 SLC11A1 SSC5D TLR4 TLR9 TNFRSF14 TREM1 TREM2 TUSC2 UMOD GOBP_DEFENSE_RESPONSE_TO_GRAM_POSITIVE_BACTERIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DEFENSE_RESPONSE_TO_GRAM_POSITIVE_BACTERIUM ACP5 ADAM17 ANG C5AR1 CAMP CARD9 CASP4 CD36 CHGA CRP CTSG DEFA1 DEFA1B DEFA3 DEFA4 DEFA5 DEFA6 DEFB1 DEFB103A DEFB103B DEFB104A DEFB104B DEFB106A DEFB106B DEFB107A DEFB107B DEFB114 DEFB118 DEFB119 DEFB128 DEFB136 DEFB4A DMBT1 DROSHA EPHA2 FAU FCN2 FGR GBP2 GBP4 GBP6 GBP7 GPR15LG GSDMD H2BC10 H2BC11 H2BC12 H2BC12L H2BC21 H2BC4 H2BC6 H2BC7 H2BC8 HAVCR2 HLA-A HLA-E HMGB2 IL12A IL17A IL17F IL18 IL1B IL27RA IL6 IL7R KLRC4-KLRK1 KLRK1 KRT6A LBP LCE3A LCE3B LCE3C LTA LYG1 LYG2 LYZ MBL2 MPEG1 MR1 MYD88 NLRP6 NOD1 NOD2 P2RX7 PGLYRP1 PGLYRP2 PGLYRP3 PGLYRP4 PLA2G1B PLA2G2A PPP1R11 PYCARD RARRES2 REG3G RIPK2 RNASE1 RNASE10 RNASE11 RNASE12 RNASE13 RNASE2 RNASE3 RNASE4 RNASE6 RNASE7 RNASE8 RNASE9 ROMO1 RPL39 SEH1L SPRR2A SSC5D STAB2 TBK1 TIRAP TLR2 TNF TNFRSF14 TNFSF8 TRAV27 ZG16 GOBP_DEFENSE_RESPONSE_TO_OTHER_ORGANISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DEFENSE_RESPONSE_TO_OTHER_ORGANISM A2M ABCC9 ABCF3 ACOD1 ACP5 ACTG1 ACTR2 ACTR3 ADAM15 ADAM17 ADAM8 ADAMTS13 ADAMTS5 ADAR ADARB1 ADGRB1 AGBL4 AGBL5 AICDA AIF1 AIM2 AIMP1 AKAP1 AKAP8 AKIRIN2 AKT1 ALPK1 ANG ANKHD1 ANKRD17 ANXA1 ANXA3 AP1G1 AP3B1 APCS APOA4 APOBEC3A APOBEC3B APOBEC3C APOBEC3D APOBEC3F APOBEC3G APOBEC3H APOE APOL1 APPL1 APPL2 AQP1 AQP4 ARG1 ARG2 ARHGEF2 ARID5A ARL8B ARMC5 ARRB2 ASS1 ATAD3A ATAT1 ATG12 ATG16L1 ATG5 ATG7 ATP1B1 AURKB AXL AZI2 AZU1 BANF1 BATF BATF2 BCL10 BCL2 BCL2L1 BCL3 BECN1 BIRC2 BIRC3 BLK BNIP3 BNIP3L BPGM BPI BPIFA1 BPIFA2 BPIFB1 BPIFB3 BPIFC BRCC3 BST2 BTK C1QA C1QB C1QBP C1QC C1R C1RL C1S C2 C3 C4A C4B C4BPA C4BPB C5 C5AR1 C6 C7 C8A C8B C8G C9 CACTIN CADM1 CALCOCO2 CALM1 CAMK2A CAMP CARD8 CARD9 CASP1 CASP4 CASP6 CASP7 CASP8 CAV1 CCDC88B CCDC92 CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL3 CCL3L1 CCL3L3 CCL4 CCL5 CCL7 CCL8 CD14 CD160 CD177 CD180 CD1D CD2 CD207 CD209 CD226 CD244 CD300A CD300LF CD36 CD4 CD40 CD46 CD47 CD55 CD58 CD6 CD74 CD84 CD96 CDC37 CDC42 CDC42EP2 CDC42EP4 CEACAM1 CEBPB CEBPG CEP63 CFB CFD CFH CFHR1 CFHR2 CFHR5 CFI CFP CGAS CH25H CHGA CHID1 CHMP3 CHUK CIITA CITED1 CLDN1 CLEC10A CLEC12B CLEC2A CLEC4A CLEC4C CLEC4D CLEC4E CLEC4M CLEC5A CLEC6A CLEC7A CLNK CLPB CLU CNOT7 CNPY3 COLEC10 COLEC11 COLEC12 CORO1A COTL1 CPTP CR1 CR2 CRCP CREBBP CRISP3 CRK CRP CRTAM CSF1 CSF1R CSNK1A1 CST11 CST9 CST9L CST9LP1 CTSG CTSS CX3CL1 CX3CR1 CXCL1 CXCL10 CXCL11 CXCL13 CXCL14 CXCL16 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 CYBA CYBB CYBC1 CYLD CYP27B1 DAB2IP DAPK1 DAPK3 DCD DCST1 DDIT4 DDX1 DDX17 DDX21 DDX3X DDX56 DDX60 DDX60L DEFA1 DEFA1B DEFA3 DEFA4 DEFA5 DEFA6 DEFB1 DEFB103A DEFB103B DEFB104A DEFB104B DEFB105A DEFB105B DEFB106A DEFB106B DEFB107A DEFB107B DEFB108A DEFB108B DEFB109B DEFB110 DEFB112 DEFB113 DEFB114 DEFB115 DEFB116 DEFB118 DEFB119 DEFB121 DEFB123 DEFB124 DEFB125 DEFB126 DEFB127 DEFB128 DEFB129 DEFB130A DEFB130B DEFB131A DEFB131B DEFB132 DEFB133 DEFB134 DEFB135 DEFB136 DEFB4A DHX15 DHX16 DHX33 DHX36 DHX58 DHX9 DMBT1 DNAJC3 DRD2 DROSHA DTX3L DTX4 DUS2 DUSP10 ECSIT EDN1 EIF2AK2 EIF2AK4 EIF4E2 ELANE ELMOD2 EMILIN1 EMILIN2 ENDOD1 EP300 EPG5 EPHA2 EPPIN EPRS1 EPX ERAP1 ERBIN EREG ESR1 EVPL EXOC1 EXOSC4 EXOSC5 F12 F2 F2RL1 FADD FAM3A FASLG FAU FBXL2 FBXO9 FCER1G FCGR1A FCGR2B FCGR3A FCN1 FCN2 FCN3 FCRL3 FFAR2 FGA FGB FGL2 FGR FLNB FLOT1 FLOT2 FOSL1 FOSL2 FOXP1 FOXP3 FPR2 FRK FYN G3BP1 G3BP2 GALP GAPDH GARIN5A GATA3 GATA6 GBP1 GBP2 GBP3 GBP4 GBP5 GBP6 GBP7 GCH1 GFER GFI1 GIGYF2 GNLY GP2 GPAM GPATCH3 GPER1 GPR108 GPR15LG GPS2 GRAMD4 GRN GSDMA GSDMB GSDMC GSDMD GSN GZMB GZMM H2BC10 H2BC11 H2BC12 H2BC12L H2BC21 H2BC4 H2BC6 H2BC7 H2BC8 HAMP HAVCR2 HCK HDAC4 HERC5 HEXIM1 HK1 HLA-A HLA-B HLA-C HLA-DPA1 HLA-E HLA-F HLA-G HMGB1 HMGB2 HMGB3 HMGN2 HP HPX HRAS HRG HSP90AA1 HSPA1A HSPA1B HSPA8 HSPD1 HTN1 HTN3 HYAL2 IFI16 IFI27 IFI35 IFI44L IFI6 IFIH1 IFIT1 IFIT1B IFIT2 IFIT3 IFIT5 IFITM1 IFITM2 IFITM3 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR1 IFNAR2 IFNB1 IFNE IFNG IFNGR1 IFNGR2 IFNK IFNL1 IFNL2 IFNL3 IFNL4 IFNLR1 IFNW1 IGHA1 IGHA2 IGHE IGHG1 IGHG2 IGHG3 IGHG4 IGHM IGKV3-20 IKBKB IKBKE IKBKG IL10 IL10RB IL12A IL12B IL12RB1 IL15 IL17A IL17F IL17RA IL17RC IL18 IL18RAP IL1B IL1RAP IL1RL2 IL21 IL22RA1 IL23A IL23R IL27 IL27RA IL31RA IL33 IL34 IL36A IL36B IL36G IL36RN IL4 IL4R IL6 IL6R IL7R ILF3 ILRUN INAVA INS IPO5 IPO7 IRAK1 IRAK2 IRAK3 IRAK4 IRF1 IRF2 IRF3 IRF4 IRF5 IRF7 IRF8 IRF9 IRGC IRGM ISG15 ISG20 ITCH ITGAM ITGAX JAGN1 JAK1 JAK2 JAK3 JCHAIN KAT5 KCNJ8 KIF5B KIR2DL4 KIR2DS2 KIR3DL1 KLK3 KLK5 KLK7 KLRB1 KLRC1 KLRC2 KLRC3 KLRC4 KLRC4-KLRK1 KLRD1 KLRF2 KLRG1 KLRK1 KRT1 KRT16 KRT6A KYNU LACC1 LACRT LAG3 LALBA LAMP1 LBP LCE3A LCE3B LCE3C LCK LCN2 LEAP2 LEP LGALS3 LGALS4 LGALS8 LGALS9 LGR4 LILRA2 LILRA4 LILRA5 LILRB1 LPO LRCH4 LRP8 LRRC14 LRRC19 LRSAM1 LSM14A LTA LTF LY86 LY9 LY96 LYAR LYG1 LYG2 LYN LYPD8 LYST LYZ LYZL4 LYZL6 MALT1 MAP2K6 MAP3K14 MAP3K5 MAP3K7 MAP4K2 MAPK3 MAPK8 MAPKAPK2 MAPKAPK3 MAPKBP1 MARCHF2 MARCO MARK4 MASP1 MASP2 MATR3 MAVS MBL2 MCOLN2 MED1 MEFV METTL3 MFHAS1 MIAT MICA MICB MID2 MIF MIR140 MIR146A MIR149 MIR17 MIR181B1 MIR19A MIR20A MIR21 MIR223 MIR26B MIR520B MIR520E MIR708 MIR758 MIRLET7B MIRLET7I MLKL MMP12 MMP3 MMRN2 MNDA MORC3 MOV10 MPEG1 MPO MR1 MRC1 MSRB1 MST1R MUC7 MUL1 MX1 MX2 MYD88 MYO1C N4BP1 N4BP3 NAGK NAGLU NAIP NCBP1 NCBP3 NCF1 NCF2 NCK1 NCR1 NCR3 NCR3LG1 NDUFAF4 NECTIN2 NEDD4 NEK7 NEURL3 NFE2L2 NFKB1 NFKB2 NFKBIA NFKBIL1 NFKBIZ NINJ1 NKG7 NLRC3 NLRC4 NLRC5 NLRP1 NLRP10 NLRP2 NLRP2B NLRP3 NLRP4 NLRP6 NLRP9 NLRX1 NMB NMBR NMI NOD1 NOD2 NONO NOP53 NOS2 NOTCH2 NPLOC4 NQO1 NR1D1 NR1H2 NR1H3 NR1H4 NRROS NT5C2 NT5C3A NUB1 OAS1 OAS2 OAS3 OASL OPRK1 OPTN OTOP1 OTUD4 OTULIN P2RX7 PADI4 PAK1 PAK2 PAK3 PARP1 PARP14 PARP9 PCBP2 PDE12 PDPK1 PELI1 PELI3 PF4 PF4V1 PGC PGLYRP1 PGLYRP2 PGLYRP3 PGLYRP4 PHB1 PHB2 PI3 PIK3AP1 PIK3CD PIK3CG PIK3R1 PIK3R6 PJA2 PLA2G10 PLA2G1B PLA2G2A PLA2G2F PLA2G5 PLA2G6 PLAC8 PLCG2 PLD4 PLEKHM2 PLPP6 PLSCR1 PMAIP1 PML POLR3A POLR3B POLR3C POLR3D POLR3E POLR3F POLR3G POLR3H POLR3K PPARG PPBP PPM1B PPP1R11 PPP1R14B PPP2CA PPP2R3C PPP6C PQBP1 PRB3 PRDM1 PRDX1 PRF1 PRG2 PRKCD PRKCE PRKD1 PRKDC PRSS2 PRSS3 PRTN3 PSPC1 PSTPIP1 PTK6 PTPN1 PTPN11 PTPN2 PTPN22 PTPN6 PTPRC PTPRS PTX3 PUM1 PUM2 PVR PYCARD PYDC1 PYDC2 PYDC5 PYHIN1 RAB11FIP2 RAB14 RAB1A RAB20 RAB27A RAB2B RAB43 RAB7B RAET1E RAET1G RAF1 RAG2 RARRES2 RASGRP1 RBCK1 RBM14 RBM47 RBPJ REG1A REG1B REG3A REG3G REL RELA RELB RFPL1 RFPL2 RFPL3 RFPL4A RFPL4AL1 RFTN1 RIGI RIOK3 RIPK2 RIPK3 RNASE1 RNASE10 RNASE11 RNASE12 RNASE13 RNASE2 RNASE3 RNASE4 RNASE6 RNASE7 RNASE8 RNASE9 RNASEL RNASET2 RNF125 RNF135 RNF166 RNF185 RNF19B RNF213 RNF216 RNF26 RNF31 ROMO1 RPL13A RPL30 RPL39 RPS19 RPS6KA3 RPS6KB1 RSAD2 RTN4 RTP4 S100A12 S100A14 S100A7 S100A8 S100A9 SAMD9 SAMHD1 SARM1 SCARA3 SCIMP SCNN1B SDHAF4 SEC14L1 SEH1L SELENOK SELP SEMG1 SEMG2 SENP7 SERINC3 SERINC5 SERPINB4 SERPINB9 SERPINE1 SERPING1 SETD2 SFPQ SFTPD SH2D1A SH2D1B SHARPIN SHC1 SHFL SHMT2 SIGLEC10 SIGLEC16 SIN3A SIRPA SIRT2 SKP2 SLAMF1 SLAMF6 SLAMF7 SLAMF8 SLC11A1 SLC15A2 SLC15A3 SLC15A4 SLC22A5 SLC26A6 SLC30A1 SLC30A8 SLC46A2 SLC9A9 SLFN11 SLFN13 SLPI SMPD1 SMPDL3B SNCA SP100 SPAG11A SPAG11B SPI1 SPINK5 SPIRE1 SPN SPON2 SPRR2A SRC SRMS SRPK1 SRPK2 SSC5D STAB1 STAB2 STAT1 STAT2 STAT5B STATH STING1 STMP1 STX4 STX8 STXBP1 STXBP3 STXBP4 SUSD4 SYK SYNCRIP SYT11 TAB2 TAB3 TANK TARBP2 TARM1 TASL TAX1BP1 TBK1 TBKBP1 TDGF1 TF TFEB TGFB1 TICAM1 TICAM2 TIFA TIRAP TKFC TLR1 TLR10 TLR2 TLR3 TLR4 TLR5 TLR6 TLR7 TLR8 TLR9 TMED1 TMEM106A TMEM126A TMEM33 TMEM43 TMEM45B TMF1 TNF TNFAIP3 TNFAIP8L2 TNFRSF14 TNFRSF1A TNFSF4 TNFSF8 TNIP1 TNIP2 TNIP3 TOLLIP TOMM70 TP53 TRAF2 TRAF3 TRAF3IP1 TRAF3IP2 TRAF4 TRAF6 TRAFD1 TRAV27 TRDV1 TRDV2 TRDV3 TREM1 TREM2 TREML1 TREML4 TREX1 TRGV2 TRGV3 TRGV4 TRGV5 TRGV8 TRGV9 TRIL TRIM10 TRIM11 TRIM13 TRIM14 TRIM15 TRIM21 TRIM22 TRIM23 TRIM25 TRIM26 TRIM27 TRIM28 TRIM29 TRIM3 TRIM31 TRIM32 TRIM34 TRIM35 TRIM38 TRIM4 TRIM40 TRIM41 TRIM43 TRIM43B TRIM44 TRIM48 TRIM49 TRIM49B TRIM49C TRIM49D1 TRIM49D2 TRIM5 TRIM51 TRIM51G TRIM52 TRIM56 TRIM58 TRIM59 TRIM6 TRIM62 TRIM64 TRIM64B TRIM64C TRIM65 TRIM68 TRIM7 TRIM77 TRIM8 TRIML1 TRIML2 TSLP TSPAN32 TSPAN6 TTC4 TTLL12 TUBB TUBB4B TUSC2 TXK TYK2 TYRO3 TYROBP UBA7 UBD UBE2K UBE2L6 UBE2N UBE2W UBL7 UBQLN1 UFD1 ULBP1 ULBP2 ULBP3 UMOD UNC13D UNC93B1 USP14 USP15 USP17L2 USP18 USP20 USP27X USP29 USP38 USP44 USP50 VAMP2 VAMP3 VAMP7 VAMP8 VAV1 VGF VIM VNN1 VPS26B VSIG4 WAS WDFY1 WFDC10A WFDC10B WFDC11 WFDC12 WFDC13 WFDC2 WFDC3 WFDC5 WFDC9 WIPI2 WNT5A WRNIP1 XCL1 XCL2 XIAP XRCC5 XRCC6 YES1 YTHDF2 YTHDF3 YWHAZ ZAP70 ZBP1 ZBTB1 ZC3H12A ZC3HAV1 ZCCHC3 ZDHHC1 ZDHHC11 ZDHHC12 ZDHHC18 ZDHHC5 ZG16 ZMPSTE24 ZMYND11 ZNF175 ZNF683 ZNFX1 ZNRF1 ZNRF4 ZYX GOBP_DEFENSE_RESPONSE_TO_SYMBIONT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DEFENSE_RESPONSE_TO_SYMBIONT ABCC9 ABCF3 ACOD1 ADAR ADARB1 AGBL4 AGBL5 AICDA AIM2 AIMP1 AKAP1 APOBEC3A APOBEC3B APOBEC3C APOBEC3D APOBEC3F APOBEC3G APOBEC3H ARMC5 ATAD3A ATG12 ATG16L1 ATG5 ATG7 AZI2 AZU1 BCL2 BCL2L1 BECN1 BNIP3 BNIP3L BPIFA1 BST2 C1QBP CARD8 CARD9 CASP1 CCDC92 CD207 CD40 CGAS CHMP3 CLPB CNOT7 CPTP CRCP CSNK1A1 CXCL10 CXCL9 DDIT4 DDX1 DDX17 DDX21 DDX56 DDX60 DDX60L DEFA1 DEFA1B DEFA3 DHX15 DHX16 DHX36 DHX58 DHX9 DMBT1 DNAJC3 DTX3L DUS2 EIF2AK2 EIF2AK4 ELMOD2 ERBIN EXOC1 EXOSC4 EXOSC5 F2RL1 FADD FBXL2 FCN3 FGL2 FOXP3 G3BP1 GARIN5A GBP1 GBP2 GBP3 GBP5 GBP7 GPAM GPATCH3 GRAMD4 HERC5 HSP90AA1 HSPA8 HYAL2 IFI16 IFI27 IFI44L IFI6 IFIH1 IFIT1 IFIT1B IFIT2 IFIT3 IFIT5 IFITM1 IFITM2 IFITM3 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR2 IFNB1 IFNE IFNG IFNGR2 IFNK IFNL1 IFNL2 IFNL3 IFNL4 IFNLR1 IFNW1 IKBKE IL10RB IL12B IL12RB1 IL15 IL1B IL21 IL23A IL23R IL27 IL33 IL4 IL6 ILF3 ILRUN IRF1 IRF2 IRF3 IRF5 IRF7 IRF9 IRGM ISG15 ISG20 ITCH ITGAX KCNJ8 LILRA4 LILRB1 LSM14A LYST MAP3K14 MARCHF2 MAVS MBL2 MEFV MICA MICB MID2 MIR26B MLKL MMP12 MORC3 MOV10 MUL1 MX1 MX2 MYD88 NCBP1 NCBP3 NCK1 NDUFAF4 NLRC3 NLRC5 NLRP1 NLRP2B NLRP6 NLRP9 NLRX1 NMB NMBR NPLOC4 NT5C2 NT5C3A OAS1 OAS2 OAS3 OASL OPRK1 PARP9 PCBP2 PDE12 PHB1 PHB2 PLA2G10 PLSCR1 PMAIP1 PML POLR3A POLR3B POLR3C POLR3D POLR3E POLR3F POLR3G POLR3H POLR3K PPM1B PQBP1 PRF1 PTPN22 PTPRC PTPRS PYCARD PYDC1 PYDC2 PYDC5 RAB2B RAB7B RELA RIGI RIOK3 RIPK3 RNASE1 RNASE2 RNASE6 RNASEL RNF125 RNF135 RNF185 RNF216 RNF26 RSAD2 RTP4 SAMHD1 SEC14L1 SELENOK SENP7 SERINC3 SERINC5 SETD2 SHFL SIN3A SIRT2 SKP2 SLFN11 SLFN13 SPN SPON2 STAT1 STAT2 STING1 TANK TARBP2 TBK1 TBKBP1 TICAM1 TKFC TLR2 TLR3 TLR7 TLR8 TLR9 TNF TNFAIP3 TOMM70 TRAF3 TRAF3IP1 TRAF3IP2 TRAF6 TREM2 TREX1 TRIM11 TRIM13 TRIM15 TRIM21 TRIM22 TRIM25 TRIM26 TRIM27 TRIM28 TRIM31 TRIM32 TRIM34 TRIM35 TRIM38 TRIM41 TRIM44 TRIM5 TRIM52 TRIM56 TRIM6 TRIM65 TRIM7 TRIM8 TSPAN32 TSPAN6 TTC4 UBE2N UBE2W UBL7 UBQLN1 UFD1 UNC13D UNC93B1 USP17L2 USP18 USP20 USP27X USP29 USP44 VAMP8 ZBP1 ZC3H12A ZC3HAV1 ZCCHC3 ZDHHC1 ZDHHC11 ZDHHC12 ZG16 ZMPSTE24 ZMYND11 ZNF175 ZNFX1 ZNRF4 GOBP_DEFENSE_RESPONSE_TO_TUMOR_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DEFENSE_RESPONSE_TO_TUMOR_CELL ABI3 CASC2 DAPK1 DLEC1 KLF4 LAPTM5 PLK5 PRDX2 PRF1 RBMS3 RELA SPI1 TNFRSF10B GOBP_DEFINITIVE_HEMOPOIESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DEFINITIVE_HEMOPOIESIS ADAR BCR CBFB CDK5RAP3 GATA1 GATA2 HIPK1 HOXA9 HOXB3 HOXB4 KMT2A LYL1 MEIS1 MFAP5 SP3 TAL1 TEK TGFBR3 ZFP36L2 ZFPM1 GOBP_DEHYDROASCORBIC_ACID_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DEHYDROASCORBIC_ACID_TRANSPORT SLC23A1 SLC2A1 SLC2A10 SLC2A14 SLC2A2 SLC2A3 SLC2A4 SLC2A6 SLC2A8 GOBP_DELAMINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DELAMINATION ABCA12 AKNA CDSN METTL3 SPI1 TRPV4 YTHDF2 GOBP_DEMETHYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DEMETHYLATION A1CF AICDA ALKBH1 ALKBH2 ALKBH3 ALKBH4 ALKBH5 APEX1 APOBEC1 APOBEC2 APOBEC3A APOBEC3B APOBEC3C APOBEC3D APOBEC3F APOBEC3G APOBEC3H CYP1A2 CYP2C8 CYP2C9 CYP2D6 CYP3A4 CYP3A43 CYP3A5 CYP3A7 DPPA3 EOMES FBXL19 FTO GATA3 HNRNPAB JMJD6 KDM1A KDM2A KDM2B KDM6A KDM6B KDM7A MMACHC OTUD4 PAX6 PHF2 PHF8 PPME1 STPG1 STPG4 TDG TET1 TET2 TET3 TOX TRIM28 USP7 USP9X UTY GOBP_DENDRITE_ARBORIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DENDRITE_ARBORIZATION CHRNA7 IGF2BP1 NRP1 PHACTR1 PTN SEMA3A SULT4A1 TAOK2 TPBG ZNF365 GOBP_DENDRITE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DENDRITE_DEVELOPMENT ABI1 ABI2 ABI3 ABITRAM ABL1 ACTL6B ADGRB3 ALK ANAPC2 ANKRD27 APOE APP ARC ARF4 ARF6 ARHGAP33 ARHGAP44 ARMCX5-GPRASP2 ASAP1 BAIAP2 BBS1 BBS4 BCL11A BMP5 BMP7 BTBD3 C21orf91 CAMK1 CAMK1D CAMK2A CAMK2B CAMSAP2 CAPRIN1 CAPRIN2 CARM1 CD3E CDC42 CDK5 CDK5R1 CDKL3 CDKL5 CELSR2 CFL1 CHRNA3 CHRNA7 CHRNB2 COBL CPEB3 CRK CRKL CSMD3 CTNNA2 CTNND2 CUL7 CUX1 CUX2 CYFIP1 DAB1 DAB2IP DBN1 DCC DCDC2 DCLK1 DGKG DHX36 DIP2A DISC1 DLG4 DLG5 DNM3 DOCK10 DPYSL5 DSCAM DTNBP1 DVL1 EEF2K EFNA1 EIF4G2 ELAVL4 EPHA4 EPHB1 EPHB2 EPHB3 EZH2 FARP1 FAT3 FBXW8 FEZF2 FLRT1 FMR1 FOXO6 FSTL4 FYN FZD4 GHRL GORASP1 GPR37 GPRASP3 GRIN3A GSK3B HDAC2 HDAC6 HECW1 HECW2 HPRT1 IGF2BP1 IGSF9 IL1RAPL1 IL2 IQSEC1 ITGB1 ITPKA KHDC3L KIAA0319 KIDINS220 KIF1A KLF7 KLHL1 KNDC1 LLPH LPAR1 LRP4 LRP8 LRRK2 LST1 LZTS1 LZTS3 MAP1A MAP1B MAP1S MAP2 MAP6 MAPK6 MAPK8IP2 MAPKAPK5 MARK1 MCF2 MECP2 MEF2A MEF2C MFSD2A MGARP MINK1 NCK2 NDP NEDD4 NEDD4L NEURL1 NEUROG3 NFATC4 NGEF NLGN1 NLGN2 NR2E1 NRP1 NSMF OBSL1 PACSIN1 PAFAH1B1 PAK2 PAK3 PAK4 PARP6 PDLIM5 PHACTR1 PICALM PPFIA2 PPP1R9B PPP3CA PQBP1 PREX1 PREX2 PRICKLE1 PRKG1 PSEN1 PTEN PTN PTPRD PTPRS RAB17 RAB21 RAP2A RAPGEF2 RELN RERE RTN4IP1 SARM1 SCARF1 SDC2 SDK1 SEMA3A SEMA4D SEZ6 SHANK1 SHANK3 SIPA1L1 SKOR2 SLC11A2 SLC12A5 SLC25A46 SLITRK5 SRCIN1 SRGAP2 SRGAP2C SS18L1 STAU2 STK11 STRN SULT4A1 SYNE1 SYNGAP1 TANC2 TAOK2 TBC1D24 TIAM1 TLX2 TMEM106B TNIK TPBG TRAK1 TRAPPC4 TRPC5 TULP1 UBA6 VLDLR WASL WNT7A YWHAH ZDHHC15 ZMYND8 ZNF212 ZNF296 ZNF365 GOBP_DENDRITE_EXTENSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DENDRITE_EXTENSION AUTS2 BCL11A CACNG7 CDKL3 CPNE5 CPNE6 CPNE9 CXCR4 CYFIP1 CYFIP2 ITSN2 LLPH MECP2 MUL1 NEDD4L OSTN PLAA PRKN RASAL1 RIMS1 RIMS2 RNF157 SH3GL2 SLC23A2 SLC9A6 SMURF1 SPAG9 STK11 SYT1 SYT14P1 SYT17 SYT2 SYT3 SYT4 TMEM108 UNC13A WASF1 GOBP_DENDRITE_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DENDRITE_MORPHOGENESIS ABI1 ABI2 ABI3 ABITRAM ADGRB3 ANAPC2 ANKRD27 ARC ARHGAP33 ARHGAP44 ARMCX5-GPRASP2 BAIAP2 BTBD3 CAMK2B CAPRIN1 CAPRIN2 CDC42 CDK5 CDK5R1 CDKL3 CDKL5 CELSR2 CFL1 CHRNA3 CHRNA7 CHRNB2 CTNNA2 CTNND2 CUL7 CUX1 CUX2 DBN1 DCDC2 DCLK1 DHX36 DIP2A DLG4 DNM3 DOCK10 DPYSL5 DSCAM DTNBP1 DVL1 EEF2K EFNA1 ELAVL4 EPHA4 EPHB1 EPHB2 EPHB3 FARP1 FBXW8 FYN FZD4 GORASP1 GPRASP3 GSK3B HDAC6 HECW1 HECW2 HPRT1 IGF2BP1 IL1RAPL1 ITGB1 ITPKA KIDINS220 KIF1A KLF7 KNDC1 LRP4 LRP8 LRRK2 LZTS1 LZTS3 MAP2 MAP6 MAPK8IP2 MEF2A MINK1 NEDD4 NEDD4L NEUROG3 NFATC4 NGEF NLGN1 NR2E1 NRP1 NSMF OBSL1 PAFAH1B1 PAK3 PARP6 PDLIM5 PHACTR1 PICALM PPFIA2 PPP3CA PQBP1 PREX2 PTEN PTN PTPRD RAB21 RAP2A RAPGEF2 RELN RERE SARM1 SDC2 SEMA3A SEMA4D SHANK1 SHANK3 SIPA1L1 SKOR2 SLC11A2 SLITRK5 SRCIN1 SS18L1 STAU2 STK11 SULT4A1 SYNE1 TANC2 TAOK2 TBC1D24 TIAM1 TLX2 TMEM106B TNIK TPBG TRAK1 TRPC5 VLDLR WASL WNT7A YWHAH ZDHHC15 ZNF365 GOBP_DENDRITE_SELF_AVOIDANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DENDRITE_SELF_AVOIDANCE CNTN2 CNTN4 CNTN6 DSCAM DSCAML1 EMB EXT1 IGSF9 MYPN NEXN PALLD ROBO3 ROBO4 TNN GOBP_DENDRITIC_CELL_ANTIGEN_PROCESSING_AND_PRESENTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DENDRITIC_CELL_ANTIGEN_PROCESSING_AND_PRESENTATION CCL19 CCL21 CCR7 CD68 CD74 CLEC4A FCGR2B FGL2 HLA-DRA HLA-DRB1 HLA-DRB3 NOD1 NOD2 SLC11A1 THBS1 GOBP_DENDRITIC_CELL_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DENDRITIC_CELL_APOPTOTIC_PROCESS AXL BCL2 BCL2L1 CCL19 CCL21 CCR7 CXCL12 GAS6 LGALS9 LILRB1 LYN RAPGEF2 GOBP_DENDRITIC_CELL_CHEMOTAXIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DENDRITIC_CELL_CHEMOTAXIS ARHGEF5 C1QBP CALR CCL19 CCL21 CCL5 CCR1 CCR2 CCR5 CCR6 CCR7 CXCR1 CXCR2 CXCR4 GAS6 GPR183 HMGB1 IL12A LGALS9 PIK3CG SLAMF1 SLAMF8 SPI1 TNFSF18 TRPM2 TRPM4 GOBP_DENDRITIC_CELL_CYTOKINE_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DENDRITIC_CELL_CYTOKINE_PRODUCTION BST2 CAMK4 CLEC7A DDX1 DDX21 DHX36 JAK3 KIT MAVS NOD2 PLCG2 RIGI SCIMP SLAMF9 TICAM1 TICAM2 TLR3 TLR4 TLR9 GOBP_DENDRITIC_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DENDRITIC_CELL_DIFFERENTIATION AGER AXL AZI2 BATF BATF2 BATF3 CAMK4 CCL19 CCR7 CEBPB CSF2 DCSTAMP DHRS2 F2RL1 FCGR2B FLT3 GAS6 GATA1 HLA-B HLA-G HMGB1 IL4 IRF4 IRF8 ITGB6 ITGB8 LGALS1 LGALS3 LGALS9 LILRB1 LILRB2 LTBR LYN MIR223 NOTCH2 PRTN3 PSEN1 RBPJ RELB SPI1 TGFBR2 TMEM176A TMEM176B TRAF6 TREM2 TRPM2 UBD ZBTB46 GOBP_DENDRITIC_CELL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DENDRITIC_CELL_MIGRATION ALOX5 ARHGEF5 ASB2 C1QBP CALR CCL19 CCL21 CCL5 CCR1 CCR2 CCR5 CCR6 CCR7 CDC42 CXCR1 CXCR2 CXCR4 DOCK8 EPS8 EXT1 GAS6 GPR183 HMGB1 IL12A LGALS9 NLRP12 PIK3CG SLAMF1 SLAMF8 SPI1 TNFSF18 TRPM2 TRPM4 GOBP_DENDRITIC_SPINE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DENDRITIC_SPINE_DEVELOPMENT ABI2 ABI3 APOE ARC ARF4 ARF6 ARHGAP33 ARHGAP44 ARMCX5-GPRASP2 ASAP1 BAIAP2 C21orf91 CAMK1 CAMK2A CAMK2B CAPRIN1 CAPRIN2 CDC42 CDK5 CDK5R1 CDKL5 CFL1 CPEB3 CTNND2 CUX2 DBN1 DHX36 DIP2A DISC1 DLG4 DLG5 DNM3 DOCK10 DTNBP1 DVL1 EEF2K EFNA1 EIF4G2 EPHA4 EPHB1 EPHB2 EPHB3 FMR1 FOXO6 FSTL4 GPRASP3 GRIN3A HDAC2 HDAC6 IL2 IQSEC1 ITPKA KIF1A LLPH LPAR1 LRP8 LRRK2 LZTS3 MAPK6 MAPKAPK5 MECP2 MEF2C NCK2 NDP NEURL1 NGEF NLGN1 NLGN2 PAFAH1B1 PAK2 PAK3 PAK4 PDLIM5 PPFIA2 PSEN1 PTEN PTPRS RELN SDK1 SHANK1 SHANK3 SIPA1L1 SLC12A5 SRCIN1 SRGAP2 SRGAP2C STAU2 TANC2 TIAM1 UBA6 WASL WNT7A ZDHHC15 ZMYND8 ZNF365 GOBP_DENDRITIC_SPINE_MAINTENANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DENDRITIC_SPINE_MAINTENANCE ABHD17B APOE CTTN FCGR2B FYN GRIN2B HOMER1 IGF1R INS INSR ITGA3 ITPKA MIR30B MTMR2 NEDD9 PICK1 PRNP TANC1 TREM2 VPS35 ZMYND8 ZNF804A GOBP_DENDRITIC_SPINE_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DENDRITIC_SPINE_MORPHOGENESIS ABI2 ABI3 ARC ARHGAP33 ARHGAP44 ARMCX5-GPRASP2 BAIAP2 CAMK2B CAPRIN1 CAPRIN2 CDC42 CDK5 CDK5R1 CFL1 CTNND2 CUX2 DBN1 DHX36 DIP2A DLG4 DNM3 DOCK10 DTNBP1 DVL1 EEF2K EFNA1 EPHA4 EPHB1 EPHB2 EPHB3 GPRASP3 HDAC6 ITPKA KIF1A LRP8 LRRK2 LZTS3 NGEF NLGN1 PAFAH1B1 PAK3 PDLIM5 PPFIA2 PTEN RELN SHANK1 SHANK3 SIPA1L1 SRCIN1 STAU2 TANC2 TIAM1 WASL WNT7A ZDHHC15 ZNF365 GOBP_DENDRITIC_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DENDRITIC_TRANSPORT FLOT2 HNRNPU KIF17 KIF3B KIF5A KIF5B KIF5C PURA RABGEF1 STAU1 STAU2 TRAK2 GOBP_DENDRITIC_TRANSPORT_OF_RIBONUCLEOPROTEIN_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DENDRITIC_TRANSPORT_OF_RIBONUCLEOPROTEIN_COMPLEX HNRNPU KIF5C PURA STAU1 STAU2 GOBP_DENSE_CORE_GRANULE_EXOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DENSE_CORE_GRANULE_EXOCYTOSIS BAIAP3 CADPS CADPS2 RAB3A SNAP25 STXBP1 SYT4 UNC13A UNC13B UNC13C GOBP_DENSE_CORE_GRANULE_LOCALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DENSE_CORE_GRANULE_LOCALIZATION KIF1A KIF1C KIF5A KIF5B MAP2 MECP2 PPFIA2 SYBU SYT4 TANC2 TRIM46 GOBP_DENTATE_GYRUS_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DENTATE_GYRUS_DEVELOPMENT ATAT1 BTG2 CDK6 DRD1 EMX2 FEZF2 FXR1 FXR2 LARGE1 LEF1 LMX1A MDK NEUROD1 NEUROD6 NR2E1 POMGNT1 POMT2 PROX1 PTEN SCN2A SMO TMEM108 TUBA1A GOBP_DENTINOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DENTINOGENESIS DSPP FAM20C SERPINE1 SLC34A1 SMPD3 TCIRG1 GOBP_DEOXYRIBONUCLEOSIDE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DEOXYRIBONUCLEOSIDE_CATABOLIC_PROCESS ADA DERA DPYD GDA PNP XDH GOBP_DEOXYRIBONUCLEOSIDE_DIPHOSPHATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DEOXYRIBONUCLEOSIDE_DIPHOSPHATE_METABOLIC_PROCESS AK5 CMPK2 DTYMK GUK1 NUDT18 GOBP_DEOXYRIBONUCLEOSIDE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DEOXYRIBONUCLEOSIDE_METABOLIC_PROCESS ADA DERA DGUOK DHFR2 DPYD DTYMK GDA PNP TK1 TK2 XDH GOBP_DEOXYRIBONUCLEOSIDE_MONOPHOSPHATE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DEOXYRIBONUCLEOSIDE_MONOPHOSPHATE_BIOSYNTHETIC_PROCESS ADK DCK DGUOK DUT ENSG00000276759 SHMT1 TK1 TK2 TYMS GOBP_DEOXYRIBONUCLEOSIDE_MONOPHOSPHATE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DEOXYRIBONUCLEOSIDE_MONOPHOSPHATE_CATABOLIC_PROCESS ADA DNPH1 DPYD DPYS GDA NT5C NT5C1A NT5M PNP TYMP UPB1 UPP1 UPP2 XDH GOBP_DEOXYRIBONUCLEOSIDE_MONOPHOSPHATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DEOXYRIBONUCLEOSIDE_MONOPHOSPHATE_METABOLIC_PROCESS ADA ADK DCK DGUOK DNPH1 DPYD DPYS DUT ENSG00000276759 GDA NT5C NT5C1A NT5C2 NT5M PNP SHMT1 TK1 TK2 TYMP TYMS UPB1 UPP1 UPP2 XDH GOBP_DEOXYRIBONUCLEOSIDE_TRIPHOSPHATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DEOXYRIBONUCLEOSIDE_TRIPHOSPHATE_METABOLIC_PROCESS ADA ADK DGUOK ITPA NUDT15 NUDT16 RRM2B SAMHD1 GOBP_DEOXYRIBONUCLEOTIDE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DEOXYRIBONUCLEOTIDE_BIOSYNTHETIC_PROCESS ADK AK5 CMPK2 DCK DGUOK DTYMK DUT ENSG00000276759 GUK1 RRM1 RRM2 RRM2B SHMT1 TBPL1 TYMS GOBP_DEOXYRIBONUCLEOTIDE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DEOXYRIBONUCLEOTIDE_CATABOLIC_PROCESS ADA DCTPP1 DERA DPYD DPYS DUT ENSG00000276759 GDA MBD4 NEIL1 NEIL2 NT5C NT5C1A NT5M NTHL1 NUDT15 NUDT16 NUDT18 OGG1 PNP SAMHD1 SMUG1 TDG TYMP UNG UPB1 UPP1 UPP2 XDH GOBP_DEOXYRIBONUCLEOTIDE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DEOXYRIBONUCLEOTIDE_METABOLIC_PROCESS ADA ADK AK5 CMPK2 DCK DCTPP1 DERA DGUOK DPYD DPYS DTYMK DUT ENSG00000276759 GDA GUK1 MBD4 NEIL1 NEIL2 NT5C NT5C1A NT5C2 NT5M NTHL1 NUDT15 NUDT16 NUDT18 OGG1 PNP RRM1 RRM2 RRM2B SAMHD1 SHMT1 SMUG1 TBPL1 TDG TYMP TYMS UNG UPB1 UPP1 UPP2 XDH GOBP_DEPHOSPHORYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DEPHOSPHORYLATION ACP2 ACP3 ACP4 ACP5 ACP6 ADORA1 AGTR2 ALPG ALPI ALPL ALPP AMBRA1 ANKLE2 ARPP19 BGLAP BMP2 BOD1 BTRC CALM1 CALM2 CALM3 CAMTA1 CD300A CD33 CDC14A CDC14B CDC14C CDCA2 CDH5 CDK5RAP3 CDKN3 CHP1 CHP2 CHRM5 CNEP1R1 CRY2 CTDNEP1 CTDP1 CTDSP1 CTDSP2 CTTNBP2NL DAPP1 DLC1 DNAJC6 DUSP1 DUSP10 DUSP11 DUSP12 DUSP13 DUSP14 DUSP15 DUSP16 DUSP18 DUSP19 DUSP2 DUSP21 DUSP22 DUSP23 DUSP26 DUSP28 DUSP29 DUSP3 DUSP4 DUSP5 DUSP6 DUSP7 DUSP8 DUSP9 ENSA EPHX2 FAM220A FAM220BP FBP1 FBXW11 FCRL3 FIG4 FKBP1A FKBP1B FRA10AC1 GBA1 GNA12 GPLD1 GSK3B HDHD2 HSP90AB1 HSP90B1 HTT IFNG IGBP1 IGBP1C IKBKB ILKAP INPP4B INPP5A INPP5B INPP5D INPP5E INPP5F INPP5J INPP5K INPPL1 IQGAP1 ITGA1 LGALS3 LHPP LILRB2 MAGI2 MASTL MEF2C MFHAS1 MGAT5 MIR146A MTM1 MTMR1 MTMR14 MTMR2 MTMR3 MTMR4 MTMR6 MTMR7 MTMR8 MTMR9 MTOR NANP NCK1 NCKAP1L NSMF NT5C NUAK1 OCRL PDGFRB PDP1 PDP2 PDXP PGAM5 PHPT1 PIN1 PINK1 PIP4P1 PIP4P2 PLEK PLPP1 PLPP2 PLPP3 PLPP4 PLPP5 PLPP6 PLPPR1 PLPPR2 PLPPR3 PLPPR4 PLPPR5 PP2D1 PPEF1 PPEF2 PPIA PPM1A PPM1B PPM1D PPM1E PPM1F PPM1G PPM1H PPM1J PPM1K PPM1L PPM1M PPM1N PPP1CA PPP1CB PPP1CC PPP1R12A PPP1R14D PPP1R15A PPP1R15B PPP1R16B PPP1R17 PPP1R1B PPP1R2 PPP1R2B PPP1R2C PPP1R2P1 PPP1R7 PPP1R8 PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R2A PPP2R3A PPP2R3B PPP2R3C PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PPP4R1 PPP4R3A PPP4R3B PPP4R3C PPP4R4 PPP5C PPP6C PPP6R1 PPP6R2 PPP6R3 PPTC7 PRKCD PSPH PTBP1 PTEN PTP4A1 PTP4A2 PTP4A3 PTPA PTPDC1 PTPMT1 PTPN1 PTPN11 PTPN12 PTPN13 PTPN14 PTPN18 PTPN2 PTPN20 PTPN21 PTPN22 PTPN23 PTPN3 PTPN4 PTPN5 PTPN6 PTPN7 PTPN9 PTPRA PTPRB PTPRC PTPRD PTPRE PTPRF PTPRG PTPRH PTPRJ PTPRK PTPRM PTPRN2 PTPRO PTPRQ PTPRR PTPRS PTPRT PTPRU PTPRZ1 PXYLP1 RIPK3 RNGTT ROCK1 ROCK2 SACM1L SBF1 SDHAF2 SEMA4D SGPP1 SGPP2 SMG5 SMG6 SMG7 SMPD1 SPPL3 SRC SSH1 SSH2 SSH3 STK11 STYX STYXL1 STYXL2 SWAP70 SYNJ1 SYNJ2 TAB1 TGFB1 TGFB2 THNSL2 THTPA TIMM50 TIPRL TNF TNS2 TNS3 TPTE TPTE2 TSC1 UBASH3B UBLCP1 URI1 YWHAB YWHAE GOBP_DEPYRIMIDINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DEPYRIMIDINATION MBD4 NEIL1 NEIL2 NTHL1 OGG1 SMUG1 TDG UNG GOBP_DERMATAN_SULFATE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DERMATAN_SULFATE_BIOSYNTHETIC_PROCESS CHST12 CHST14 DSE DSEL UST GOBP_DERMATAN_SULFATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DERMATAN_SULFATE_METABOLIC_PROCESS CHST12 CHST14 DSE DSEL HEXA HEXB IDS IDUA UST GOBP_DERMATAN_SULFATE_PROTEOGLYCAN_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DERMATAN_SULFATE_PROTEOGLYCAN_BIOSYNTHETIC_PROCESS B3GAT3 CHST12 CHST14 CSGALNACT1 CSGALNACT2 DSE DSEL UST GOBP_DERMATAN_SULFATE_PROTEOGLYCAN_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DERMATAN_SULFATE_PROTEOGLYCAN_METABOLIC_PROCESS B3GAT3 CHST12 CHST14 CSGALNACT1 CSGALNACT2 DSE DSEL HEXA HEXB IDS IDUA UST GOBP_DESMOSOME_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DESMOSOME_ORGANIZATION DSG2 DSP GRHL1 JUP NECTIN1 PERP PKP2 PKP3 PRKCA SNAI2 GOBP_DETECTION_OF_ABIOTIC_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DETECTION_OF_ABIOTIC_STIMULUS ABCA4 ADGRV1 ADORA1 AIPL1 ANO1 ANO3 ASIC2 ASIC3 ATP8A2 BACE1 BEST1 CABP4 CACNA1F CACNA2D4 CACNB4 CALCA CAMKMT CAV3 CCDC66 CDH2 CDS1 CEP250 CHRNA10 CHRNA9 CNGB1 COL11A1 CRB1 CSRP3 CTNNB1 CXCL12 CXCR4 DRGX ELOVL4 ENSG00000290147 EPHB1 EYS FECH FYN GJA10 GNA11 GNAQ GNAT1 GNAT2 GNGT1 GNGT2 GPR52 GPR88 GRIK2 GRK1 GRK4 GRK7 GRM6 GUCA1A GUCY2D GUCY2F HPN HTR2A ITGA2 JUP KCNA1 KCNK4 KCNQ1 KIT LHFPL5 LXN MKKS MMP24 NGFR NMT1 NMT2 NOX3 NPFFR2 NR2E3 NR2F6 NTRK1 NTSR1 OPN1LW OPN1MW OPN1MW2 OPN1MW3 OPN1SW OPN3 OPN4 OPN5 OTOP1 PDC PDE6B PDE6C PDZD7 PHF24 PIEZO1 PIEZO2 PITPNM1 PJVK PKD1 PKD1L1 PKD1L2 PKD1L3 PKD2 PKD2L1 PKD2L2 PKDREJ PLEKHB1 PRDM12 PRPH2 PTK2 RCVRN RDH11 REEP6 RGR RGS9BP RHO ROM1 RP1 RPE65 RRH RS1 SAG SCN11A SCN1A SCN9A SEMA5B SERPINE2 SLC24A4 STRC TAC1 TACR1 TCAP TIMELESS TMC1 TMC2 TMEM120A TNF TRPA1 TRPC3 TRPV1 TTN TULP1 UNC119 WDR47 WHRN GOBP_DETECTION_OF_BACTERIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DETECTION_OF_BACTERIUM CD1D HLA-A HLA-B HLA-DRB1 NAIP NLRC4 NOD1 NOD2 PGLYRP1 PGLYRP2 PGLYRP3 PGLYRP4 SSC5D TLR1 TLR2 TLR6 GOBP_DETECTION_OF_BIOTIC_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DETECTION_OF_BIOTIC_STIMULUS ATF2 C4B CD1D CDHR2 CLEC6A CLEC7A CRTAM DACH1 FAP HLA-A HLA-B HLA-DRB1 LBP LY96 NAIP NLRC4 NLRP3 NOD1 NOD2 NR4A1 PAK1 PGLYRP1 PGLYRP2 PGLYRP3 PGLYRP4 PTPRJ SCARB1 SMO SRPX SSC5D TLR1 TLR2 TLR4 TLR6 TLR9 TREM2 TSPO YAP1 GOBP_DETECTION_OF_CALCIUM_ION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DETECTION_OF_CALCIUM_ION CALM1 CALM2 CALM3 CASQ2 CASR KCNIP2 KCNMB1 KCNMB2 KCNMB3 KCNMB4 RYR2 STIM1 SYT1 GOBP_DETECTION_OF_CELL_DENSITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DETECTION_OF_CELL_DENSITY ATF2 CDHR2 DACH1 FAP PAK1 PTPRJ SMO SRPX TSPO YAP1 GOBP_DETECTION_OF_CHEMICAL_STIMULUS_INVOLVED_IN_SENSORY_PERCEPTION_OF_TASTE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DETECTION_OF_CHEMICAL_STIMULUS_INVOLVED_IN_SENSORY_PERCEPTION_OF_TASTE AZGP1 CA6 CST1 CST2 CST4 FFAR4 GNAT1 GNAT2 GNAT3 LPO PIGR PIP PKD1L3 PKD2L1 PLCB2 RTP1 RTP2 RTP3 RTP4 RTP5 TAS1R1 TAS1R2 TAS1R3 TAS2R1 TAS2R10 TAS2R13 TAS2R14 TAS2R16 TAS2R19 TAS2R20 TAS2R3 TAS2R30 TAS2R31 TAS2R38 TAS2R39 TAS2R4 TAS2R40 TAS2R41 TAS2R42 TAS2R43 TAS2R45 TAS2R46 TAS2R5 TAS2R50 TAS2R60 TAS2R7 TAS2R8 TAS2R9 GOBP_DETECTION_OF_EXTERNAL_BIOTIC_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DETECTION_OF_EXTERNAL_BIOTIC_STIMULUS C4B CD1D CLEC6A CLEC7A HLA-A HLA-B HLA-DRB1 LBP LY96 NAIP NLRC4 NOD1 NOD2 NR4A1 PGLYRP1 PGLYRP2 PGLYRP3 PGLYRP4 SCARB1 SSC5D TLR1 TLR2 TLR4 TLR6 TLR9 TREM2 GOBP_DETECTION_OF_LIGHT_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DETECTION_OF_LIGHT_STIMULUS ABCA4 AIPL1 ASIC2 ATP8A2 BEST1 CABP4 CACNA1F CACNA2D4 CACNB4 CAMKMT CCDC66 CDS1 CEP250 CNGB1 CRB1 ELOVL4 ENSG00000290147 EYS FECH GJA10 GNA11 GNAQ GNAT1 GNAT2 GNGT1 GNGT2 GPR52 GPR88 GRK1 GRK4 GRK7 GRM6 GUCA1A GUCY2D GUCY2F NMT1 NMT2 NR2E3 OPN1LW OPN1MW OPN1MW2 OPN1MW3 OPN1SW OPN3 OPN4 OPN5 PDC PDE6B PDE6C PITPNM1 PLEKHB1 PRPH2 RCVRN RDH11 REEP6 RGR RGS9BP RHO ROM1 RP1 RPE65 RRH RS1 SAG SEMA5B SLC24A4 TRPC3 TULP1 UNC119 GOBP_DETECTION_OF_LIGHT_STIMULUS_INVOLVED_IN_SENSORY_PERCEPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DETECTION_OF_LIGHT_STIMULUS_INVOLVED_IN_SENSORY_PERCEPTION ATP8A2 BEST1 CACNA1F CACNA2D4 CACNB4 CCDC66 CEP250 CNGB1 CRB1 EYS GJA10 GNAT1 GNAT2 GRM6 GUCY2F PRPH2 REEP6 RGS9BP ROM1 RPE65 SEMA5B TULP1 GOBP_DETECTION_OF_LIPOPOLYSACCHARIDE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DETECTION_OF_LIPOPOLYSACCHARIDE LY96 NR4A1 SCARB1 TLR4 TREM2 GOBP_DETECTION_OF_MECHANICAL_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DETECTION_OF_MECHANICAL_STIMULUS ADGRV1 ANO3 ASIC2 ASIC3 BACE1 CAV3 CDH2 CHRNA10 CHRNA9 COL11A1 CSRP3 CTNNB1 CXCL12 CXCR4 FYN HPN HTR2A ITGA2 JUP KCNA1 KCNK4 KCNQ1 KIT LHFPL5 MKKS NTRK1 PDZD7 PHF24 PIEZO1 PIEZO2 PJVK PKD1 PKD1L1 PKD1L2 PKD1L3 PKD2 PKD2L1 PKD2L2 PKDREJ PTK2 SCN11A SCN1A SCN9A SERPINE2 STRC TCAP TMC1 TMC2 TMEM120A TNF TRPA1 TTN WHRN GOBP_DETECTION_OF_MECHANICAL_STIMULUS_INVOLVED_IN_SENSORY_PERCEPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DETECTION_OF_MECHANICAL_STIMULUS_INVOLVED_IN_SENSORY_PERCEPTION ADGRV1 ASIC2 ASIC3 BACE1 CHRNA10 CHRNA9 COL11A1 CXCL12 CXCR4 FYN HPN HTR2A ITGA2 KCNA1 KCNK4 KCNQ1 KIT LHFPL5 MKKS NTRK1 PDZD7 PHF24 PIEZO2 PJVK SCN11A SCN1A SCN9A SERPINE2 STRC TMC1 TMC2 TMEM120A TNF TRPA1 WHRN GOBP_DETECTION_OF_MECHANICAL_STIMULUS_INVOLVED_IN_SENSORY_PERCEPTION_OF_PAIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DETECTION_OF_MECHANICAL_STIMULUS_INVOLVED_IN_SENSORY_PERCEPTION_OF_PAIN ASIC3 BACE1 CXCL12 CXCR4 FYN HTR2A ITGA2 KCNA1 NTRK1 PHF24 SCN11A SCN1A TMEM120A TNF TRPA1 GOBP_DETECTION_OF_MECHANICAL_STIMULUS_INVOLVED_IN_SENSORY_PERCEPTION_OF_SOUND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DETECTION_OF_MECHANICAL_STIMULUS_INVOLVED_IN_SENSORY_PERCEPTION_OF_SOUND ADGRV1 CHRNA10 CHRNA9 COL11A1 HPN KCNQ1 KIT LHFPL5 MKKS PDZD7 PJVK STRC TMC1 TMC2 WHRN GOBP_DETECTION_OF_MOLECULE_OF_BACTERIAL_ORIGIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DETECTION_OF_MOLECULE_OF_BACTERIAL_ORIGIN C4B LBP LY96 NOD2 NR4A1 SCARB1 SSC5D TLR1 TLR2 TLR4 TLR6 TLR9 TREM2 GOBP_DETECTION_OF_MUSCLE_STRETCH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DETECTION_OF_MUSCLE_STRETCH CAV3 CDH2 CSRP3 CTNNB1 PTK2 TCAP TTN GOBP_DETECTION_OF_OTHER_ORGANISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DETECTION_OF_OTHER_ORGANISM CD1D CLEC6A CLEC7A HLA-A HLA-B HLA-DRB1 NAIP NLRC4 NOD1 NOD2 PGLYRP1 PGLYRP2 PGLYRP3 PGLYRP4 SSC5D TLR1 TLR2 TLR4 TLR6 GOBP_DETECTION_OF_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DETECTION_OF_STIMULUS ABCA4 ADGRV1 ADORA1 AIPL1 ANO1 ANO3 ASIC2 ASIC3 ATF2 ATP8A2 AZGP1 BACE1 BEST1 C4B CA6 CABP4 CACNA1F CACNA2D4 CACNB4 CADM1 CALCA CALM1 CALM2 CALM3 CAMKMT CASQ2 CASR CAV3 CCDC66 CD1D CDH2 CDHR2 CDS1 CEP250 CHRNA10 CHRNA9 CLEC6A CLEC7A CNGB1 COL11A1 CRB1 CRTAM CSRP3 CST1 CST2 CST4 CTNNB1 CXCL12 CXCR4 CYB5R4 DACH1 DRGX ELOVL4 ENSG00000290147 EPHB1 EXTL3 EYS FAP FECH FFAR4 FOXF1 FYN GJA10 GNA11 GNAQ GNAT1 GNAT2 GNAT3 GNGT1 GNGT2 GPR148 GPR52 GPR88 GRIK2 GRK1 GRK4 GRK7 GRM6 GUCA1A GUCY2D GUCY2F HLA-A HLA-B HLA-DRB1 HPN HTR2A ITGA2 JUP KCNA1 KCNIP2 KCNK4 KCNMB1 KCNMB2 KCNMB3 KCNMB4 KCNQ1 KIT LBP LHFPL5 LPO LXN LY96 MKKS MMP24 NAIP NGFR NLRC4 NLRP3 NMT1 NMT2 NOD1 NOD2 NOX3 NPFFR2 NR2E3 NR2F6 NR4A1 NTRK1 NTSR1 OPN1LW OPN1MW OPN1MW2 OPN1MW3 OPN1SW OPN3 OPN4 OPN5 OR10A2 OR10A3 OR10A4 OR10A5 OR10A6 OR10A7 OR10AC1 OR10AD1 OR10AG1 OR10C1 OR10D3 OR10D4P OR10G2 OR10G3 OR10G4 OR10G6 OR10G7 OR10G8 OR10G9 OR10H1 OR10H2 OR10H3 OR10H4 OR10H5 OR10J1 OR10J3 OR10J4 OR10J5 OR10J6P OR10K1 OR10K2 OR10P1 OR10Q1 OR10R2 OR10S1 OR10T2 OR10V1 OR10W1 OR10X1 OR10Z1 OR11A1 OR11G2 OR11H1 OR11H12 OR11H2 OR11H4 OR11H6 OR11H7 OR11L1 OR12D1 OR12D2 OR12D3 OR13A1 OR13C2 OR13C3 OR13C4 OR13C5 OR13C6P OR13C7 OR13C8 OR13C9 OR13D1 OR13F1 OR13G1 OR13H1 OR13J1 OR14A16 OR14A2 OR14C36 OR14I1 OR14J1 OR14K1 OR14L1P OR1A1 OR1A2 OR1B1 OR1C1 OR1D2 OR1D4 OR1D5 OR1E1 OR1E2 OR1E3 OR1F1 OR1F12P OR1F2P OR1G1 OR1I1 OR1J1 OR1J2 OR1J4 OR1K1 OR1L1 OR1L3 OR1L4 OR1L6 OR1L8 OR1M1 OR1N1 OR1N2 OR1P1 OR1Q1 OR1S1 OR1S2 OR2A1 OR2A12 OR2A14 OR2A2 OR2A25 OR2A4 OR2A42 OR2A5 OR2A7 OR2AE1 OR2AG1 OR2AG2 OR2AJ1 OR2AK2 OR2AP1 OR2AT4 OR2B11 OR2B2 OR2B3 OR2B6 OR2B8P OR2C1 OR2C3 OR2D2 OR2D3 OR2F1 OR2F2 OR2G2 OR2G3 OR2G6 OR2H1 OR2H2 OR2I1P OR2J1 OR2J2 OR2J3 OR2K2 OR2L13 OR2L2 OR2L3 OR2L5 OR2L8 OR2M2 OR2M3 OR2M4 OR2M5 OR2M7 OR2S2 OR2T1 OR2T10 OR2T11 OR2T12 OR2T2 OR2T27 OR2T29 OR2T3 OR2T33 OR2T34 OR2T35 OR2T4 OR2T5 OR2T6 OR2T7 OR2T8 OR2V1 OR2V2 OR2W1 OR2W3 OR2W5P OR2W6P OR2Y1 OR2Z1 OR3A1 OR3A2 OR3A3 OR4A15 OR4A16 OR4A47 OR4A4P OR4A5 OR4A8 OR4B1 OR4C11 OR4C12 OR4C13 OR4C15 OR4C16 OR4C3 OR4C45 OR4C46 OR4C5 OR4C6 OR4D1 OR4D10 OR4D11 OR4D2 OR4D5 OR4D6 OR4D9 OR4E1 OR4E2 OR4F15 OR4F16 OR4F17 OR4F21 OR4F29 OR4F3 OR4F4 OR4F5 OR4F6 OR4K1 OR4K13 OR4K14 OR4K15 OR4K17 OR4K2 OR4K3 OR4K5 OR4L1 OR4M1 OR4M2 OR4M2B OR4N2 OR4N4 OR4N5 OR4P4 OR4Q2 OR4Q3 OR4S1 OR4S2 OR4X1 OR4X2 OR51A2 OR51A4 OR51A7 OR51B2 OR51B4 OR51B5 OR51B6 OR51D1 OR51E1 OR51E2 OR51F1 OR51F2 OR51G1 OR51G2 OR51H1 OR51I1 OR51I2 OR51J1 OR51L1 OR51M1 OR51Q1 OR51S1 OR51T1 OR51V1 OR52A1 OR52A4P OR52A5 OR52B2 OR52B4 OR52B6 OR52D1 OR52E1 OR52E2 OR52E4 OR52E5 OR52E6 OR52E8 OR52H1 OR52I1 OR52I2 OR52J3 OR52K1 OR52K2 OR52L1 OR52L2P OR52M1 OR52N1 OR52N2 OR52N4 OR52N5 OR52P1 OR52R1 OR52W1 OR52Z1P OR56A1 OR56A3 OR56A4 OR56A5 OR56B1 OR56B2P OR56B4 OR5A1 OR5A2 OR5AC1 OR5AC2 OR5AK2 OR5AK3P OR5AL1 OR5AN1 OR5AP2 OR5AR1 OR5AS1 OR5AU1 OR5B12 OR5B17 OR5B2 OR5B21 OR5B3 OR5C1 OR5D13 OR5D14 OR5D16 OR5D18 OR5F1 OR5G3 OR5H1 OR5H14 OR5H15 OR5H2 OR5H6 OR5H8 OR5I1 OR5J2 OR5K1 OR5K2 OR5K3 OR5K4 OR5L1 OR5L2 OR5M1 OR5M10 OR5M11 OR5M3 OR5M8 OR5M9 OR5P2 OR5P3 OR5T1 OR5T2 OR5T3 OR5V1 OR5W2 OR6A2 OR6B1 OR6B2 OR6B3 OR6C1 OR6C2 OR6C3 OR6C4 OR6C6 OR6C65 OR6C68 OR6C70 OR6C74 OR6C75 OR6C76 OR6F1 OR6J1 OR6K2 OR6K3 OR6K6 OR6M1 OR6N1 OR6N2 OR6P1 OR6Q1 OR6S1 OR6T1 OR6V1 OR6X1 OR6Y1 OR7A10 OR7A17 OR7A2P OR7A5 OR7C1 OR7C2 OR7D2 OR7D4 OR7E24 OR7G1 OR7G2 OR7G3 OR8A1 OR8B12 OR8B2 OR8B3 OR8B4 OR8B8 OR8D1 OR8D2 OR8D4 OR8G1 OR8G2P OR8G3P OR8G5 OR8H1 OR8H2 OR8H3 OR8I2 OR8J1 OR8J2 OR8J3 OR8K1 OR8K3 OR8K5 OR8S1 OR8U1 OR8U3 OR8U8 OR8U9 OR9A1P OR9A2 OR9A4 OR9G1 OR9G4 OR9G9 OR9I1 OR9K2 OR9Q1 OR9Q2 OTOP1 P2RX2 PAK1 PDC PDE6B PDE6C PDZD7 PGLYRP1 PGLYRP2 PGLYRP3 PGLYRP4 PHF24 PIEZO1 PIEZO2 PIGR PIP PITPNM1 PJVK PKD1 PKD1L1 PKD1L2 PKD1L3 PKD2 PKD2L1 PKD2L2 PKDREJ PLCB2 PLEKHB1 PPEF1 PPEF2 PRDM12 PRPH2 PTK2 PTPRJ RCVRN RDH11 REEP6 REG3A RGR RGS9BP RHO ROM1 RP1 RPE65 RRH RS1 RTP1 RTP2 RTP3 RTP4 RTP5 RYR2 SAG SCARB1 SCN11A SCN1A SCN9A SEMA5B SERPINE2 SLC24A4 SMO SOD2 SRPX SSC5D STIM1 STRC SYT1 TAC1 TACR1 TAS1R1 TAS1R2 TAS1R3 TAS2R1 TAS2R10 TAS2R13 TAS2R14 TAS2R16 TAS2R19 TAS2R20 TAS2R3 TAS2R30 TAS2R31 TAS2R38 TAS2R39 TAS2R4 TAS2R40 TAS2R41 TAS2R42 TAS2R43 TAS2R45 TAS2R46 TAS2R5 TAS2R50 TAS2R60 TAS2R7 TAS2R8 TAS2R9 TCAP TGFB3 TIMELESS TLR1 TLR2 TLR4 TLR6 TLR9 TMC1 TMC2 TMEM107 TMEM120A TNF TREM2 TRPA1 TRPC3 TRPV1 TSPO TTN TULP1 UNC119 WDR47 WHRN YAP1 GOBP_DETECTION_OF_STIMULUS_INVOLVED_IN_SENSORY_PERCEPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DETECTION_OF_STIMULUS_INVOLVED_IN_SENSORY_PERCEPTION ADGRV1 ADORA1 ANO1 ASIC2 ASIC3 ATP8A2 AZGP1 BACE1 BEST1 CA6 CACNA1F CACNA2D4 CACNB4 CALCA CCDC66 CEP250 CHRNA10 CHRNA9 CNGB1 COL11A1 CRB1 CST1 CST2 CST4 CXCL12 CXCR4 EPHB1 EYS FFAR4 FYN GJA10 GNAT1 GNAT2 GNAT3 GPR148 GRIK2 GRM6 GUCY2F HPN HTR2A ITGA2 KCNA1 KCNK4 KCNQ1 KIT LHFPL5 LPO LXN MKKS MMP24 NR2F6 NTRK1 NTSR1 OPN4 OR10A2 OR10A3 OR10A4 OR10A5 OR10A6 OR10A7 OR10AC1 OR10AD1 OR10AG1 OR10C1 OR10D3 OR10D4P OR10G2 OR10G3 OR10G4 OR10G6 OR10G7 OR10G8 OR10G9 OR10H1 OR10H2 OR10H3 OR10H4 OR10H5 OR10J1 OR10J3 OR10J4 OR10J5 OR10J6P OR10K1 OR10K2 OR10P1 OR10Q1 OR10R2 OR10S1 OR10T2 OR10V1 OR10W1 OR10X1 OR10Z1 OR11A1 OR11G2 OR11H1 OR11H12 OR11H2 OR11H4 OR11H6 OR11H7 OR11L1 OR12D1 OR12D2 OR12D3 OR13A1 OR13C2 OR13C3 OR13C4 OR13C5 OR13C6P OR13C7 OR13C8 OR13C9 OR13D1 OR13F1 OR13G1 OR13H1 OR13J1 OR14A16 OR14A2 OR14C36 OR14I1 OR14J1 OR14K1 OR14L1P OR1A1 OR1A2 OR1B1 OR1C1 OR1D2 OR1D4 OR1D5 OR1E1 OR1E2 OR1E3 OR1F1 OR1F12P OR1F2P OR1G1 OR1I1 OR1J1 OR1J2 OR1J4 OR1K1 OR1L1 OR1L3 OR1L4 OR1L6 OR1L8 OR1M1 OR1N1 OR1N2 OR1P1 OR1Q1 OR1S1 OR1S2 OR2A1 OR2A12 OR2A14 OR2A2 OR2A25 OR2A4 OR2A42 OR2A5 OR2A7 OR2AE1 OR2AG1 OR2AG2 OR2AJ1 OR2AK2 OR2AP1 OR2AT4 OR2B11 OR2B2 OR2B3 OR2B6 OR2B8P OR2C1 OR2C3 OR2D2 OR2D3 OR2F1 OR2F2 OR2G2 OR2G3 OR2G6 OR2H1 OR2H2 OR2I1P OR2J1 OR2J2 OR2J3 OR2K2 OR2L13 OR2L2 OR2L3 OR2L5 OR2L8 OR2M2 OR2M3 OR2M4 OR2M5 OR2M7 OR2S2 OR2T1 OR2T10 OR2T11 OR2T12 OR2T2 OR2T27 OR2T29 OR2T3 OR2T33 OR2T34 OR2T35 OR2T4 OR2T5 OR2T6 OR2T7 OR2T8 OR2V1 OR2V2 OR2W1 OR2W3 OR2W5P OR2W6P OR2Y1 OR2Z1 OR3A1 OR3A2 OR3A3 OR4A15 OR4A16 OR4A47 OR4A4P OR4A5 OR4A8 OR4B1 OR4C11 OR4C12 OR4C13 OR4C15 OR4C16 OR4C3 OR4C45 OR4C46 OR4C5 OR4C6 OR4D1 OR4D10 OR4D11 OR4D2 OR4D5 OR4D6 OR4D9 OR4E1 OR4E2 OR4F15 OR4F16 OR4F17 OR4F21 OR4F29 OR4F3 OR4F4 OR4F5 OR4F6 OR4K1 OR4K13 OR4K14 OR4K15 OR4K17 OR4K2 OR4K3 OR4K5 OR4L1 OR4M1 OR4M2 OR4M2B OR4N2 OR4N4 OR4N5 OR4P4 OR4Q2 OR4Q3 OR4S1 OR4S2 OR4X1 OR4X2 OR51A2 OR51A4 OR51A7 OR51B2 OR51B4 OR51B5 OR51B6 OR51D1 OR51E1 OR51E2 OR51F1 OR51F2 OR51G1 OR51G2 OR51H1 OR51I1 OR51I2 OR51J1 OR51L1 OR51M1 OR51Q1 OR51S1 OR51T1 OR51V1 OR52A1 OR52A4P OR52A5 OR52B2 OR52B4 OR52B6 OR52D1 OR52E1 OR52E2 OR52E4 OR52E5 OR52E6 OR52E8 OR52H1 OR52I1 OR52I2 OR52J3 OR52K1 OR52K2 OR52L1 OR52L2P OR52M1 OR52N1 OR52N2 OR52N4 OR52N5 OR52P1 OR52R1 OR52W1 OR52Z1P OR56A1 OR56A3 OR56A4 OR56A5 OR56B1 OR56B2P OR56B4 OR5A1 OR5A2 OR5AC1 OR5AC2 OR5AK2 OR5AK3P OR5AL1 OR5AN1 OR5AP2 OR5AR1 OR5AS1 OR5AU1 OR5B12 OR5B17 OR5B2 OR5B21 OR5B3 OR5C1 OR5D13 OR5D14 OR5D16 OR5D18 OR5F1 OR5G3 OR5H1 OR5H14 OR5H15 OR5H2 OR5H6 OR5H8 OR5I1 OR5J2 OR5K1 OR5K2 OR5K3 OR5K4 OR5L1 OR5L2 OR5M1 OR5M10 OR5M11 OR5M3 OR5M8 OR5M9 OR5P2 OR5P3 OR5T1 OR5T2 OR5T3 OR5V1 OR5W2 OR6A2 OR6B1 OR6B2 OR6B3 OR6C1 OR6C2 OR6C3 OR6C4 OR6C6 OR6C65 OR6C68 OR6C70 OR6C74 OR6C75 OR6C76 OR6F1 OR6J1 OR6K2 OR6K3 OR6K6 OR6M1 OR6N1 OR6N2 OR6P1 OR6Q1 OR6S1 OR6T1 OR6V1 OR6X1 OR6Y1 OR7A10 OR7A17 OR7A2P OR7A5 OR7C1 OR7C2 OR7D2 OR7D4 OR7E24 OR7G1 OR7G2 OR7G3 OR8A1 OR8B12 OR8B2 OR8B3 OR8B4 OR8B8 OR8D1 OR8D2 OR8D4 OR8G1 OR8G2P OR8G3P OR8G5 OR8H1 OR8H2 OR8H3 OR8I2 OR8J1 OR8J2 OR8J3 OR8K1 OR8K3 OR8K5 OR8S1 OR8U1 OR8U3 OR8U8 OR8U9 OR9A1P OR9A2 OR9A4 OR9G1 OR9G4 OR9G9 OR9I1 OR9K2 OR9Q1 OR9Q2 PDZD7 PHF24 PIEZO2 PIGR PIP PJVK PKD1L3 PKD2L1 PLCB2 PPEF1 PPEF2 PRDM12 PRPH2 REEP6 RGS9BP RHO ROM1 RPE65 RTP1 RTP2 RTP3 RTP4 RTP5 SCN11A SCN1A SCN9A SEMA5B SERPINE2 SLC24A4 STRC TAS1R1 TAS1R2 TAS1R3 TAS2R1 TAS2R10 TAS2R13 TAS2R14 TAS2R16 TAS2R19 TAS2R20 TAS2R3 TAS2R30 TAS2R31 TAS2R38 TAS2R39 TAS2R4 TAS2R40 TAS2R41 TAS2R42 TAS2R43 TAS2R45 TAS2R46 TAS2R5 TAS2R50 TAS2R60 TAS2R7 TAS2R8 TAS2R9 TMC1 TMC2 TMEM120A TNF TRPA1 TRPV1 TULP1 WDR47 WHRN GOBP_DETECTION_OF_STIMULUS_INVOLVED_IN_SENSORY_PERCEPTION_OF_PAIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DETECTION_OF_STIMULUS_INVOLVED_IN_SENSORY_PERCEPTION_OF_PAIN ADORA1 ANO1 ASIC3 BACE1 CALCA CXCL12 CXCR4 EPHB1 FYN HTR2A ITGA2 KCNA1 LXN MMP24 NR2F6 NTRK1 NTSR1 PHF24 PRDM12 SCN11A SCN1A SCN9A TMEM120A TNF TRPA1 TRPV1 GOBP_DETECTION_OF_TEMPERATURE_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DETECTION_OF_TEMPERATURE_STIMULUS ADORA1 ANO1 ANO3 ASIC3 CALCA CXCL12 CXCR4 DRGX EPHB1 GRIK2 HTR2A LXN MMP24 NGFR NR2F6 NTRK1 NTSR1 OPN4 PRDM12 RHO SCN11A SCN9A TRPV1 WDR47 GOBP_DETECTION_OF_TEMPERATURE_STIMULUS_INVOLVED_IN_SENSORY_PERCEPTION_OF_PAIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DETECTION_OF_TEMPERATURE_STIMULUS_INVOLVED_IN_SENSORY_PERCEPTION_OF_PAIN ADORA1 ANO1 ASIC3 CALCA CXCL12 CXCR4 EPHB1 HTR2A LXN MMP24 NR2F6 NTRK1 NTSR1 PRDM12 SCN11A SCN9A TRPV1 GOBP_DETECTION_OF_TEMPERATURE_STIMULUS_INVOLVED_IN_THERMOCEPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DETECTION_OF_TEMPERATURE_STIMULUS_INVOLVED_IN_THERMOCEPTION GRIK2 OPN4 RHO TRPV1 WDR47 GOBP_DETECTION_OF_VIRUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DETECTION_OF_VIRUS IFIH1 RIGI SERINC3 SERINC5 TLR3 ZCCHC3 GOBP_DETECTION_OF_VISIBLE_LIGHT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DETECTION_OF_VISIBLE_LIGHT ABCA4 AIPL1 ATP8A2 BEST1 CACNA1F CACNA2D4 CACNB4 CAMKMT CCDC66 CEP250 CNGB1 CRB1 ELOVL4 EYS GJA10 GNA11 GNAQ GNAT1 GNAT2 GPR52 GPR88 GRK1 GRK4 GRK7 GRM6 GUCY2D GUCY2F NMT1 NMT2 OPN1LW OPN1MW OPN1MW2 OPN1MW3 OPN1SW OPN3 OPN4 OPN5 PDE6B PDE6C PRPH2 RDH11 REEP6 RGR RGS9BP RHO ROM1 RP1 RPE65 RRH RS1 SAG SEMA5B TULP1 GOBP_DETERMINATION_OF_ADULT_LIFESPAN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DETERMINATION_OF_ADULT_LIFESPAN ATM ATN1 ATP8A2 B4GALNT1 CGAS COQ7 ERCC1 ERCC2 GBA1 GHRHR INPP5D KCNJ11 KCNJ8 KL LARGE1 LEP LIPA LRRK2 MSH2 MSH6 NAGLU PRDM2 RAD54B RAD54L SCN1A SCN2A SGSH SIRT6 SOD1 TFCP2L1 TP53 TP63 TREX1 WRN ZMPSTE24 GOBP_DETERMINATION_OF_DIGESTIVE_TRACT_LEFT_RIGHT_ASYMMETRY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DETERMINATION_OF_DIGESTIVE_TRACT_LEFT_RIGHT_ASYMMETRY CCDC103 CCDC39 CCDC40 DNAAF1 MEGF8 NPHP3 ZIC3 GOBP_DETERMINATION_OF_DORSAL_VENTRAL_ASYMMETRY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DETERMINATION_OF_DORSAL_VENTRAL_ASYMMETRY ACVR1 AIDA CER1 CTNNB1 DDIT3 GREM1 GREM2 MICOS10-NBL1 NBL1 SOSTDC1 WNT8B GOBP_DETERMINATION_OF_LEFT_RIGHT_ASYMMETRY_IN_LATERAL_MESODERM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DETERMINATION_OF_LEFT_RIGHT_ASYMMETRY_IN_LATERAL_MESODERM CER1 CITED2 DAND5 FOXH1 NODAL SHH SMAD2 SMO GOBP_DETERMINATION_OF_LIVER_LEFT_RIGHT_ASYMMETRY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DETERMINATION_OF_LIVER_LEFT_RIGHT_ASYMMETRY CCDC39 CCDC40 DNAAF1 NPHP3 PKD2 ZIC3 GOBP_DETERMINATION_OF_PANCREATIC_LEFT_RIGHT_ASYMMETRY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DETERMINATION_OF_PANCREATIC_LEFT_RIGHT_ASYMMETRY CCDC39 CCDC40 DNAAF1 NPHP3 ZIC3 GOBP_DETOXIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DETOXIFICATION ABCB1 ABCB6 ABCG2 ADH4 ADH5 AIFM2 AKR1A1 AKR1B10 ALB ALDH1A1 ALOX5AP APOA4 APOE APOM AQP8 ATP7A ATP7B BMP7 CAT CCS CD36 CLIC2 CYGB DHFR DHFRP1 DUOX1 DUOX2 EPX ESD FABP1 FANCC FBLN5 GCH1 GPX1 GPX2 GPX3 GPX4 GPX5 GPX6 GPX7 GPX8 GSR GSTA1 GSTK1 GSTM1 GSTM2 GSTM3 GSTO1 GSTO2 GSTP1 GSTT1 GSTZ1 H19 HBA1 HBA2 HBB HBD HBE1 HBG1 HBG2 HBM HBQ1 HBZ HP IPCEF1 KDM3B LANCL1 LPO LTC4S MGST1 MGST2 MGST3 MIR1-1 MIR129-1 MIR133A1 MIR133B MIR185 MIR186 MIR21 MIR326 MIR34B MIR451A MIR495 MIR508 MIR675 MIR873 MIR9-1 MPO MT1A MT1B MT1DP MT1E MT1F MT1G MT1H MT1HL1 MT1M MT1X MT2A MT3 MT4 MTARC1 MTARC2 MUC2 NFE2L2 NNT NOS3 NQO1 NXN OSCP1 PARK7 PDZK1 PIM1 PRDX1 PRDX2 PRDX3 PRDX4 PRDX5 PRDX6 PRXL2A PTGES PTGS1 PTGS2 PXDN PXDNL RALBP1 RDH11 RDH12 S100A9 SELENOF SELENOS SELENOT SELENOW SESN1 SESN2 SLC11A1 SLC15A2 SLC17A3 SLC22A18 SLC22A5 SLC30A1 SLC30A10 SLC39A8 SLC47A1 SLC47A2 SOD1 SOD2 SOD3 SRXN1 TP53INP1 TPO TXN TXNDC17 TXNDC2 TXNRD1 TXNRD2 TXNRD3 UBIAD1 GOBP_DETOXIFICATION_OF_COPPER_ION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DETOXIFICATION_OF_COPPER_ION ATP7A MT1A MT1B MT1DP MT1E MT1F MT1G MT1H MT1HL1 MT1M MT1X MT2A MT3 MT4 MUC2 PARK7 GOBP_DETOXIFICATION_OF_INORGANIC_COMPOUND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DETOXIFICATION_OF_INORGANIC_COMPOUND ABCB6 ATP7A CAT MT1A MT1B MT1DP MT1E MT1F MT1G MT1H MT1HL1 MT1M MT1X MT2A MT3 MT4 MUC2 PARK7 SLC11A1 SLC30A1 SLC39A8 TXN GOBP_DETOXIFICATION_OF_NITROGEN_COMPOUND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DETOXIFICATION_OF_NITROGEN_COMPOUND GSTM1 GSTM2 GSTM3 MTARC1 MTARC2 GOBP_DEVELOPMENTAL_CELL_GROWTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DEVELOPMENTAL_CELL_GROWTH ABL1 ADCY10 ADNP ADRA1A AKAP6 ALCAM ANAPC2 APOE APP ARHGAP4 ARIH2 AURKA AUTS2 BARHL2 BCL11A BDNF BMPR2 C9orf72 CACNG7 CAV3 CDH1 CDH4 CDK5 CDKL3 CDKL5 COBL CPNE1 CPNE5 CPNE6 CPNE9 CRABP2 CTDP1 CTNNB1 CTTN CXCL12 CXCR4 CYFIP1 CYFIP2 DCAF13 DCC DCLK1 DDR1 DIP2B DISC1 DNM2 DRAXIN DSCAM DVL1 EDN1 EDN2 EDN3 EDNRA EFNA5 EIF2AK4 EIF4G2 EMX1 EPHA7 EXT1 FGF13 FLRT1 FLRT3 FN1 FOXL2 FOXP1 FSTL4 G6PD GATA4 GDF9 GDI1 GOLGA4 GSK3A GSK3B HDAC6 HSP90AA1 HSP90AB1 IFRD1 IGF1 IMPACT IQGAP1 ISLR2 IST1 ITGA4 ITGB1 ITSN2 KIAA0319 KMT2D L1CAM LAMB2 LHX2 LIMK1 LLPH LPAR3 MACF1 MAG MAP1B MAP2 MAP2K4 MAP3K13 MAPT MECP2 MEGF8 MEIS1 MEX3C MIR195 MIR199A1 MIR199B MIR19A MIR19B1 MIR208A MIR23A MIR24-1 MT3 MUL1 NDEL1 NDN NEDD4L NGF NIN NKX6-1 NLGN3 NPR2 NRCAM NRN1 NRN1L NRP1 NRP2 NTN1 OLFM1 OSTN PAFAH1B1 PAK6 PARP2 PDLIM5 PI16 PLAA PLXNA1 PLXNA3 PLXNA4 POSTN POU4F2 POU4F3 PPARA PPP3CB PRICKLE1 PRKCZ PRKG1 PRKN PRMT2 PTPRS PUM2 RAB21 RAPH1 RARG RASAL1 RGMA RGS2 RGS4 RIMS1 RIMS2 RND2 RNF157 RNF6 RTN4 RTN4R RUFY3 RYK S100B SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SH3GL2 SHTN1 SIN3A SLC23A2 SLC39A12 SLC9A6 SLIT1 SLIT2 SLIT3 SMAD7 SMURF1 SORBS2 SOX9 SPAG6 SPAG9 SPART SPG11 SPP1 SRF SSNA1 ST8SIA2 STK11 SYT1 SYT14P1 SYT17 SYT2 SYT3 SYT4 TGFBR2 TIAM1 TMEM108 TNN TNR TOMM70 TRIM46 TRPC5 TRPV2 TSC22D4 TTL TWF2 ULK1 ULK2 UNC13A USP9X VCL VEGFA WASF1 WNT3 WNT3A WNT5A YY1 ZFYVE27 GOBP_DEVELOPMENTAL_GROWTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DEVELOPMENTAL_GROWTH ABL1 ACACB ACTN3 ACVR1C ACVR2B ADAM15 ADARB1 ADCY10 ADM ADNP ADPRHL1 ADRA1A ADRB1 ADRB2 ADRB3 AFG3L2 AGR2 AGRN AKAP6 AKIRIN1 AKT1 ALCAM ALKBH1 AMH ANAPC2 ANXA1 ANXA6 APBA1 APBA2 APOA5 APOD APOE APP AR AREG ARHGAP4 ARID2 ARID5B ARIH2 ARX ASPM ATF2 ATF5 ATM ATN1 ATP8A2 ATRN ATRX AURKA AUTS2 BARHL2 BASP1 BBS2 BBS4 BCL11A BCL2 BCL2L11 BCL9 BDNF BIN3 BMP10 BMP4 BMPR1A BMPR1B BMPR2 BNC2 BRCA2 C9orf72 CACNG7 CAPN3 CAV3 CCM2 CCN3 CD81 CD9 CDH1 CDH4 CDK1 CDK5 CDKL3 CDKL5 CDKN1A CDKN1B CDKN1C CELA1 CER1 CFLAR CGA CHD7 CHEK1 CHRNA1 CHRND CHST11 CITED2 CLIC4 COBL COL27A1 COL3A1 COLQ COMP COPS2 CPNE1 CPNE5 CPNE6 CPNE9 CPQ CRABP2 CREB1 CSF1 CTC1 CTDP1 CTNNB1 CTR9 CTTN CXCL12 CXCR4 CYFIP1 CYFIP2 CYP19A1 DAG1 DCAF13 DCC DCLK1 DDR1 DDR2 DIO3 DIP2B DIPK2A DISC1 DLL1 DMBX1 DNM2 DRAXIN DRD2 DSCAM DUSP10 DUSP6 DVL1 ECM1 EDN1 EDN2 EDN3 EDNRA EFNA5 EHMT2 EIF2AK4 EIF4G2 EIF4H EMX1 EN1 EP300 EPB41L5 EPHA7 EPPK1 ERBB4 ERCC1 ERCC2 ERCC6 EREG ESR1 ETNK2 EVC EXT1 EYS EZH2 EZR FES FGF1 FGF10 FGF13 FGF2 FGF20 FGF7 FGF8 FGF9 FGFR2 FGFR3 FKBP8 FKRP FLRT1 FLRT3 FLVCR1 FMN1 FN1 FOSL2 FOXC1 FOXC2 FOXL2 FOXP1 FOXS1 FSTL4 FTO FXN FZD7 FZD9 G6PC1 G6PD GAMT GAP43 GAS1 GAS2 GATA3 GATA4 GATA6 GDF15 GDF5 GDF9 GDI1 GH1 GHR GHRH GHRHR GHRL GHSR GIGYF2 GINS1 GINS4 GJD4 GJE1 GLI1 GLI2 GLI3 GNAS GNAT1 GNAT2 GOLGA4 GPAM GPAT4 GPR149 GPR21 GPX1 GRHL2 GSK3A GSK3B H3-3A H3-3B HDAC3 HDAC6 HDGFL2 HEG1 HELT HESX1 HEY2 HLX HNF1B HOPX HOXA11 HOXA5 HOXD13 HSP90AA1 HSP90AB1 HTRA2 IER3IP1 IFRD1 IFT80 IGF1 IGF2 IGFBP1 IHH IL7 IMPACT INSR INTS1 IQGAP1 ISLR2 IST1 ITGA4 ITGB1 ITSN2 JARID2 KAT2A KCNJ8 KCNK2 KDF1 KDM5B KIAA0319 KIF26B KLF2 KLF5 KLK6 KMT2D KPNA1 L1CAM LAMB2 LARGE1 LATS1 LATS2 LEP LEPR LGMN LGR6 LHX1 LHX2 LIMK1 LLPH LPAR3 LRP4 LZTS2 MACF1 MAEL MAG MAGI2 MAP1B MAP2 MAP2K4 MAP3K13 MAPK11 MAPK14 MAPT MATN1 MBD5 MDK MECP2 MED1 MED12 MEF2C MEGF8 MEIS1 MESP1 MEX3C MFSD2A MIR1-1 MIR17HG MIR195 MIR199A1 MIR199B MIR19A MIR19B1 MIR200B MIR204 MIR208A MIR222 MIR23A MIR24-1 MIR25 MIR29B1 MIR509-1 MIR548C MIR590 MIR873 MKKS MMP13 MSTN MSX2 MT3 MTM1 MTOR MTPN MUL1 MUSK MUSTN1 MYCBP2 MYH6 MYMK MYMX MYOD1 MYOZ1 NBN NCAPG2 NDEL1 NDN NDRG4 NEDD4L NGF NIN NINJ1 NINJ2 NIPBL NKD1 NKX2-5 NKX6-1 NLGN3 NLGN4X NOG NOTCH1 NOTCH2 NPPC NPR2 NPY1R NRCAM NRN1 NRN1L NRP1 NRP2 NTN1 ODAD3 OLFM1 OSTN PAFAH1B1 PAK6 PALB2 PARP2 PDLIM5 PELO PEX5 PHLDA2 PI16 PIK3CA PIM1 PKDCC PLAA PLAC8 PLAG1 PLCB1 PLEC PLEKHA1 PLS1 PLXNA1 PLXNA3 PLXNA4 POSTN POU3F2 POU4F2 POU4F3 PPARA PPARD PPIB PPP1R13L PPP3CA PPP3CB PRICKLE1 PRKAR1A PRKCZ PRKG1 PRKN PRLH PRLR PRMT2 PROX1 PSAP PSAPL1 PTCH1 PTEN PTGFRN PTK7 PTN PTPN11 PTPN12 PTPRS PTX3 PUM2 PYGO2 RAB21 RAD51B RAG2 RAI1 RAPH1 RARA RARB RARG RASAL1 RASAL2 RBBP6 RBP4 RBPJ RC3H2 RDH10 RGMA RGS2 RGS4 RIMS1 RIMS2 RMI1 RND2 RNF157 RNF6 RPS6KB1 RSPO2 RTF1 RTN4 RTN4R RUFY3 RUNX1 RYK S100B S1PR1 SALL1 SALL4 SASH3 SAV1 SBDS SCAPER SCNN1B SELENOM SELENON SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SERP1 SFRP1 SFRP2 SGCA SGPL1 SH3GL2 SHH SHTN1 SIN3A SIX1 SIX4 SKI SLC12A5 SLC1A2 SLC23A2 SLC25A25 SLC39A12 SLC4A10 SLC6A3 SLC6A4 SLC9A6 SLIT1 SLIT2 SLIT3 SLITRK1 SLITRK6 SMAD1 SMAD2 SMAD3 SMAD4 SMAD7 SMO SMPD3 SMURF1 SOCS2 SOD1 SORBS2 SOS1 SOX10 SOX15 SOX2 SOX9 SPAAR SPAG6 SPAG9 SPART SPG11 SPP1 SPRY1 SPRY2 SPTBN2 SPTBN4 SRC SRF SSNA1 ST8SIA2 STAT3 STAT5A STAT5B STC1 STC2 STIL STK11 STK3 STK4 STK40 STRA6 SYT1 SYT14P1 SYT17 SYT2 SYT3 SYT4 TAF10 TAF8 TAL2 TBCE TBL1XR1 TBX2 TBX20 TBX5 TEC TENM4 TGFB2 TGFBR1 TGFBR2 TGFBR3 THBS3 TIAM1 TLL2 TM4SF4 TMED2 TMEM108 TMEM182 TMEM38B TNC TNFAIP6 TNN TNR TNS2 TOMM70 TP53 TP73 TRIM28 TRIM46 TRPC5 TRPV2 TSC22D4 TSKU TTC8 TTL TWF2 TXK TYMS UBE3A UBTFL1 ULK1 ULK2 UNC13A USP9X VCL VEGFA VGLL4 VIL1 VPS54 WASF1 WDR11 WDR48 WDTC1 WNT10B WNT11 WNT2 WNT3 WNT3A WNT5A WNT7A WNT7B WT1 WWC1 WWC2 WWC3 WWTR1 XRCC2 YAP1 YBX3 YY1 ZFP36L1 ZFPM2 ZFX ZFYVE27 ZMIZ1 ZMPSTE24 ZNF830 ZP3 ZPR1 GOBP_DEVELOPMENTAL_GROWTH_INVOLVED_IN_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DEVELOPMENTAL_GROWTH_INVOLVED_IN_MORPHOGENESIS ABL1 ADCY10 ADNP ADPRHL1 ALCAM ANAPC2 APOE APP AREG ARHGAP4 AURKA AUTS2 BARHL2 BCL11A BDNF BIN3 BMP4 BMPR2 C9orf72 CACNG7 CDH1 CDH4 CDK5 CDKL3 CDKL5 COBL CPNE1 CPNE5 CPNE6 CPNE9 CRABP2 CSF1 CTNNB1 CTTN CXCL12 CXCR4 CYFIP1 CYFIP2 DCC DCLK1 DDR1 DIP2B DISC1 DNM2 DRAXIN DSCAM DVL1 EDN1 EDN2 EDN3 EDNRA EFNA5 EIF2AK4 EIF4G2 EMX1 EPB41L5 EPHA7 ESR1 EXT1 FGF1 FGF10 FGF13 FGFR2 FLRT1 FLRT3 FMN1 FN1 FSTL4 GDI1 GOLGA4 GSK3B HDAC6 HNF1B HOXD13 HSP90AA1 HSP90AB1 IFRD1 IMPACT IQGAP1 ISLR2 IST1 ITGA4 ITGB1 ITSN2 KDM5B KIAA0319 KIF26B L1CAM LAMB2 LHX1 LHX2 LIMK1 LLPH LPAR3 LZTS2 MACF1 MAG MAGI2 MAP1B MAP2 MAP3K13 MAPT MECP2 MED1 MED12 MEGF8 MESP1 MIR195 MT3 MUL1 NDEL1 NDN NEDD4L NGF NIN NKD1 NKX6-1 NLGN3 NOTCH1 NPR2 NRCAM NRN1 NRN1L NRP1 NRP2 NTN1 OLFM1 OSTN PAFAH1B1 PAK6 PLAA PLXNA1 PLXNA3 PLXNA4 POSTN POU4F2 POU4F3 PPP3CB PRICKLE1 PRKCZ PRKG1 PRKN PTK7 PTPRS PUM2 RAB21 RAPH1 RARG RASAL1 RDH10 RGMA RIMS1 RIMS2 RND2 RNF157 RNF6 RTN4 RTN4R RUFY3 RYK S100B S1PR1 SALL1 SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SFRP1 SFRP2 SH3GL2 SHH SHTN1 SIN3A SIX1 SIX4 SLC23A2 SLC39A12 SLC9A6 SLIT1 SLIT2 SLIT3 SMURF1 SOX9 SPAG6 SPAG9 SPART SPG11 SPP1 SPRY1 SPRY2 SRF SSNA1 ST8SIA2 STK11 SYT1 SYT14P1 SYT17 SYT2 SYT3 SYT4 TBX2 TGFBR2 TIAM1 TMEM108 TNC TNN TNR TRIM28 TRIM46 TRPC5 TRPV2 TSC22D4 TTL TWF2 ULK1 ULK2 UNC13A USP9X VCL VEGFA WASF1 WNT11 WNT3 WNT3A WNT5A WNT7B YAP1 ZFYVE27 GOBP_DEVELOPMENTAL_INDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DEVELOPMENTAL_INDUCTION AR BMP2 BMP4 C12orf43 CTNNB1 DKK1 FGF1 FGF10 FGF2 FGF8 FRS2 FZD5 GATA5 GDNF HIPK1 HIPK2 HOXA11 HOXC11 MESP1 NKX2-1 ROBO1 ROBO2 SALL1 SIX1 SOX8 SOX9 SPRY1 WNT1 WNT11 WNT2 WNT2B WNT3 WNT4 WNT5A GOBP_DEVELOPMENTAL_MATURATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DEVELOPMENTAL_MATURATION ABHD2 ACTL6B ACTN3 ACVRL1 ADAMTS12 ADAMTS7 ADGRB3 ADGRL1 AGRN AKR1B1 ALDH1A2 ANAPC2 ANG ANGPTL8 ANKRD17 ANKRD27 ANKS1A AP1G1 AP1M1 AP3D1 APP ARCN1 ARHGEF15 ASCL1 ATP6AP1 ATP6AP2 ATP6V0A1 ATP6V0A4 ATP6V0D1 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1D ATP6V1E1 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1H AURKA AXL B4GALT5 B4GALT6 BAIAP3 BAP1 BCAN BCL11A BCL2 BFSP1 BFSP2 BHLHA15 BLOC1S3 BLOC1S5 BLOC1S6 BMP2 BNC1 BRCA2 BRD1 BSPH1 BTK C1QA C1QL1 C1QL2 C2CD6 C3 CABYR CAMK2B CATSPER2 CATSPER3 CATSPER4 CATSPERD CATSPERE CATSPERZ CBFB CCDC154 CCL19 CCL21 CCR6 CD63 CDC20 CDC25B CDH3 CDH5 CDK5R1 CDK5R2 CDKN1A CDKN1C CEBPA CEND1 CFTR CHRDL1 CLCN3 CLEC7A CLN5 CLSTN1 CNGB1 CNTN2 CNTNAP1 CNTNAP2 CTNNB1 CX3CL1 CX3CR1 DAB2IP DAG1 DCHS1 DDIT3 DEFB1 DISC1 DLD DLG4 DMC1 EBP EDN1 EDNRA EDNRB EFCAB9 ELSPBP1 EPAS1 EPB42 EPHA8 EPO ERCC2 EREG EXT1 FAM20C FAM210B FARP2 FBXO5 FEM1B FERMT1 FEV FGFR3 FGG FLVCR1 FOXA1 FOXJ1 FUT6 FZD5 G6PD GAL GATA2 GATA3 GBA1 GDF11 GH1 GHRHR GLDN GPAT4 GREM1 H3-3A H3-3B HEATR3 HES1 HES5 HIF1A HOXA5 HOXB13 IFT80 IGF1 IGSF21 IHH IL15 IL21 INSL3 IQCF1 KCNB1 KCNE1 KCNIP2 KCNQ3 KDM1A KDR KIF14 KLF2 L3MBTL3 LEP LGI4 LHX6 LRRK2 LTF LYL1 MAEA MAP1B MAP3K13 MBTPS2 MECP2 MMP2 MSX2 MTCH1 MYOC NEFL NEURL1 NEUROD2 NF1 NFATC4 NFIA NKX6-1 NLGN1 NOM1 NPPC NPR2 NR4A2 NRCAM NRXN1 NSUN2 NTN4 OOSP2 PAEP PALM PAX2 PCSK4 PDE3A PFN1 PGR PHOSPHO1 PICALM PICK1 PLA2G10 PLA2G3 PLD6 PLXNB1 PPARG PPP2R1A PRKACA PTBP3 PTEN PTH PTH1R PTK2B PTPRN RAB32 RAB38 RAB3A RAC3 RB1 RBPJ REC8 RECK RELN REN RERE RET RFLNA RFLNB RFX3 RHEX RHOA RND1 ROCK1 ROPN1 ROPN1B ROPN1L RPS6KA2 RUNX2 RXFP2 RYR1 S1PR1 SCARF1 SCLT1 SEMA4D SEMG1 SEMG2 SEZ6 SEZ6L SEZ6L2 SHANK1 SHB SIRT2 SIX3 SLC22A14 SLC24A4 SLC26A3 SLC26A6 SLFN14 SNAPIN SNX10 SNX19 SOX10 SOX18 SOX8 SPINK1 SPINK5 SPTBN4 SRRM4 STXBP1 SYBU SYP TAL1 TBX6 TCP11 TCP11X1 TDRD1 TDRD5 TDRD6 TDRD7 TDRKH TFCP2L1 TGFB2 THBS3 TMEM79 TMIGD1 TRIM58 TRIP13 TRPC4AP TUBB8 TUSC2 TUT4 TUT7 TYMS UNC13A UNC13B UNC13C VEGFA VPS35 VSX1 WASHC5 WDR77 WEE2 WNT1 WNT10B WNT5A XYLT1 YTHDF2 YWHAZ ZAR1 ZAR1L ZBTB16 ZBTB7A ZDHHC15 ZDHHC20 GOBP_DEVELOPMENTAL_PIGMENTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DEVELOPMENTAL_PIGMENTATION ADAMTS20 ADAMTS9 ADAMTSL4 ANKRD27 AP1G1 AP1M1 AP3D1 ATP6AP2 BAX BCL2 BCL2L11 BLOC1S3 BLOC1S5 BLOC1S6 CD63 CITED1 DCT EDN3 EDNRA EDNRB ENPP1 GLI3 GNA11 GPR143 HPS4 HPS5 IHH KIT KITLG LRMDA MEF2C MITF MREG OCA2 OR51E2 RAB27A RAB32 RAB38 SLC24A5 SLC45A2 SOD2 SOX10 SPNS2 TPCN2 TYR TYRP1 USP13 VHL VPS33A ZEB2 GOBP_DEVELOPMENTAL_PROCESS_INVOLVED_IN_REPRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DEVELOPMENTAL_PROCESS_INVOLVED_IN_REPRODUCTION A2M ABHD2 ACE ACOX1 ACRBP ACRV1 ACSBG2 ACTL7A ACTL9 ACVR1 ACVR2A ADAD1 ADAD2 ADAM15 ADAM18 ADAM2 ADAM20 ADAM21 ADAM28 ADAM29 ADAM30 ADAM32 ADAMTS1 ADAMTS2 ADCY10 ADCYAP1R1 ADGB ADGRG1 ADGRG2 ADIG AFF4 AFP AGFG1 AGO4 AKAP4 AKR1C3 AKT1 ALKBH5 ALOX15B ALPL AMH AMHR2 ANG ANGPT2 ANKRD49 ANXA1 AP3B1 APOB AR AREG ARID4A ARID4B ARID5B ARMC12 ARMC2 ASB1 ASF1B ASH1L ASIP ASPM ASZ1 ATAT1 ATM ATN1 ATP1A4 ATP2B4 ATRX AURKA AXDND1 AXIN1 AXL AZIN2 B4GALNT1 B4GALT1 BAG6 BAK1 BASP1 BAX BBS2 BBS4 BCAP31 BCL2 BCL2L1 BCL2L10 BCL2L11 BCL2L2 BCL6 BIK BIRC3 BMAL1 BMP4 BMP5 BMP6 BMP7 BMPR1A BMPR1B BMPR2 BNC1 BOK BOLL BPY2 BPY2B BPY2C BRCA2 BRD2 BRDT BRIP1 BRME1 BSG BSPH1 BTBD18 C14orf39 C2CD6 C3 C3orf62 C9orf24 CABS1 CABYR CADM1 CALR CALR3 CASP2 CASP3 CASP8 CATSPER1 CATSPER2 CATSPER3 CATSPER4 CATSPERB CATSPERD CATSPERE CATSPERG CATSPERZ CBL CBX2 CCDC136 CCDC182 CCDC34 CCDC38 CCDC42 CCDC62 CCDC63 CCDC87 CCIN CCNA1 CCNB1IP1 CCNI CCNY CCR6 CDC25B CDC25C CDK16 CDKL2 CDKN1B CDKN1C CDY1 CDY1B CDY2A CDY2B CDYL CEBPB CELF1 CELF3 CELF4 CENPI CEP131 CEP57 CETN2 CFAP157 CFAP206 CFAP221 CFAP43 CFAP44 CFAP47 CFAP54 CFAP58 CFAP65 CFAP69 CFAP73 CFAP91 CFAP97 CFAP97D1 CFTR CGA CHD5 CHD7 CIB1 CITED2 CLDN11 CLOCK CNBD2 CNOT9 CNR1 CNTD1 CNTFR COX7B2 CREB3L4 CREM CRIP1 CRKL CRTAP CSDE1 CSF1 CSMD1 CSNK2A2 CT55 CTCF CTCFL CTNNA1 CTNNB1 CTSB CUL4A CYLC1 CYLC2 CYP17A1 CYP19A1 CYP1B1 CYP26B1 CYP27B1 CYP7B1 DACH1 DACH2 DAZ1 DAZ2 DAZ3 DAZ4 DAZAP1 DAZL DCAF13 DCANP1 DDB1 DDX20 DDX25 DDX4 DEAF1 DEDD DEFB1 DEFB118 DHCR24 DHH DHX36 DHX37 DIAPH2 DLD DLEC1 DLG1 DMC1 DMRT1 DMRT2 DMRT3 DMRTA1 DMRTA2 DMRTB1 DMRTC2 DNAAF11 DNAH1 DNAJA1 DNAJB6 DNAJC19 DND1 DNHD1 DNMT3A DNMT3L DPCD DPY19L2 DPY19L2P2 DRC7 DUSP13 DZIP1 E2F7 E2F8 EAF2 EDN1 EDNRA EFCAB9 EHMT2 EIF2B2 EIF2B4 EIF2B5 EIF2S2 EIF4G3 EIF5A2 ELL3 ELSPBP1 EOMES EPC1 EPOR ERCC1 EREG ESR1 ETV5 FAM209A FAM209B FAM50A FAM9A FAM9B FAM9C FANCA FANCC FANCG FBXO5 FBXW11 FEM1B FER FGF10 FGF8 FGF9 FGFR2 FIGLA FKBP4 FKBP6 FLNA FMN2 FNDC3A FOXA1 FOXA3 FOXC1 FOXF2 FOXJ1 FOXJ2 FOXJ3 FOXL2 FRS2 FSHB FSHR FSIP2 FST FUT6 FXR1 FZD4 FZD5 GAL3ST1 GALNT3 GALNTL5 GAMT GARIN1A GARIN1B GAS2 GATA1 GATA3 GATA4 GATA6 GCM1 GDF7 GDF9 GFRA1 GGN GGNBP1 GGNBP2 GGT1 GHRL GHSR GJA1 GJB2 GJB3 GJB5 GK2 GLI1 GMCL1 GMCL2 GNRH1 GORASP2 GPR149 GPX4 GREB1L GRHL2 GTSF1 H1-1 H1-6 H1-7 H1-9P H2AX H2BC1 H3-3A H3-3B HAND1 HECTD1 HERC2 HERC4 HERPUD2 HESX1 HEXB HMGB2 HNF4A HOATZ HOOK1 HORMAD1 HOXA10 HOXA11 HOXA13 HOXA9 HOXB13 HOXD13 HSD17B3 HSD17B4 HSF2 HSF2BP HSPA2 HYAL3 ID4 IDH1 IFT20 IFT25 IFT27 IFT81 IFTAP IGF1 IGF2R IHH IHO1 IL1A IL1B IMMP2L ING2 INHA INHBA INHBB INPP5B INSL3 INSR INSRR IQCF1 IQCG IQCN IRF2BPL IRX5 JAG2 JAM2 JAM3 JUNB KASH5 KAT5 KATNAL1 KCNE1 KCTD19 KDM1B KDM2B KDM3A KDM5B KDR KHDRBS1 KIF18A KIT KITLG KLC3 KLHL10 KMT2D KNL1 KRT19 KRT8 KRT9 LARP7 LDOC1 LEP LFNG LGR4 LGR5 LHB LHCGR LHFPL2 LHX1 LHX8 LHX9 LIF LIMK2 LIN28A LRGUK LRP2 LRRC8A LRRK2 LZTFL1 M1AP MAEL MAJIN MAK MAMLD1 MAP3K4 MARF1 MAS1 MAST2 MDFI MDK MEA1 MED1 MEI4 MEIG1 MEIOC MEIOSIN MERTK METTL14 METTL3 MFSD14A MGAT4D MIR455 MKKS MKRN2 MLH1 MMP14 MMP2 MNS1 MORC1 MORN2 MOV10L1 MROH2B MSH2 MSH4 MSH6 MTOR MYBL1 MYCBP MYCBPAP MYOCD NANOS1 NANOS2 NANOS3 NASP NCOA1 NCOA4 NDC1 NDN NDP NDRG3 NECTIN2 NEURL1 NEUROG1 NHLH2 NIPBL NKAPL NKX2-1 NKX3-1 NLRP14 NME5 NME8 NOBOX NODAL NOG NOS3 NOTCH1 NPAP1 NPHP1 NPM2 NPPC NPR2 NR0B1 NR2C2 NR2F2 NR5A1 NRIP1 NSUN2 NTRK1 NUDT1 NUP107 NUPR1 OAZ3 OCA2 ODAD3 ODF1 ODF2 ODF3 ODF4 OOSP2 OR7C1 OSBP2 OSR1 OVOL1 PACRG PAEP PAFAH1B1 PAFAH1B2 PAFAH1B3 PAIP2 PANK2 PANX1 PAQR5 PAQR7 PAQR8 PARP1 PARP11 PARP2 PATZ1 PAX5 PBX1 PCGF3 PCGF5 PCSK4 PCYT1B PDE3A PDE5A PDGFRA PDILT PFN4 PGAM2 PGM3 PGR PHB2 PHC2 PIAS1 PICK1 PIK3CA PITHD1 PIWIL1 PIWIL2 PIWIL3 PIWIL4 PKD1 PLA2G3 PLAG1 PLD6 PLEKHA1 PLK4 PLN PMCH PMFBP1 PNLDC1 POU4F2 PPARD PPP1CC PPP1R9B PPP2R1A PRDM1 PRDM14 PRDX3 PRDX4 PRKACA PRKACG PRKAG1 PRKDC PRKG1 PRLR PRM1 PRM2 PRM3 PRMT7 PROK2 PRPS1L1 PRSS21 PRSS42P PSAP PSAPL1 PSMA8 PSME4 PTCH1 PTGDR PTGS2 PTK2B PTN PTPN11 PTPRN PTTG1 PTX3 PUM1 PYGO1 PYGO2 QKI RAB13 RACGAP1 RAD23B RAD51C RAI14 RAN RARA RARG RB1 RBM46 RBMY1B RBP4 RBX1 RDH10 REC8 REN RETN RFX2 RGN RGS2 RHBDD1 RHOBTB3 RIMBP3 RIMBP3B RIMBP3C RNF114 RNF151 RNF17 RNF2 RNF38 RNF8 ROBO2 ROPN1 ROPN1B ROPN1L ROR2 ROS1 RPL10L RPL39L RPS6 RPS6KA2 RPS6KB1 RRM1 RSPH1 RSPH6A RUVBL1 RXFP2 SAFB2 SALL1 SBF1 SCAPER SCX SDC1 SEBOX SELENOF SEMG1 SEMG2 SEPTIN12 SEPTIN14 SEPTIN2 SEPTIN4 SEPTIN6 SEPTIN7 SERPINA5 SERPINB5 SERPINE2 SERPINF1 SETX SF1 SFMBT1 SFRP1 SFRP2 SGPL1 SHB SHCBP1L SHH SHISA6 SIAH1 SIRT1 SIRT2 SIX4 SIX5 SKIL SLC19A2 SLC22A14 SLC22A16 SLC25A31 SLC26A3 SLC26A6 SLC26A8 SLC2A14 SLC4A2 SLC9A8 SLC9C1 SLCO4C1 SLIRP SLIT2 SLIT3 SMAD4 SMAD5 SMARCA2 SMARCC1 SNAI1 SNRPA1 SOD1 SOHLH1 SOHLH2 SOX15 SOX17 SOX3 SOX30 SOX8 SOX9 SPA17 SPACA1 SPACDR SPAG11B SPAG16 SPAG17 SPAG4 SPAG6 SPAG8 SPANXA1 SPANXA2 SPANXB1 SPATA16 SPATA19 SPATA2 SPATA20 SPATA22 SPATA24 SPATA25 SPATA31A1 SPATA31A3 SPATA31A5 SPATA31A6 SPATA31A7 SPATA31C1 SPATA31C2 SPATA31D1 SPATA31D3 SPATA31D4 SPATA31E1 SPATA32 SPATA46 SPATA48 SPATA5 SPATA6 SPATA6L SPATA9 SPATC1L SPDYA SPEF2 SPEM1 SPEM3 SPINK1 SPINK2 SPINT2 SPO11 SPOCD1 SPP1 SPPL2C SRC SRD5A1 SRD5A2 SRPK1 SRY SSH2 SSTR1 SSTR2 SSTR3 SSX1 ST14 STAT5B STAU1 STAU2 STC1 STC2 STK11 STK3 STK4 STOX2 STRA6 STRA8 STRBP STXBP1 SUFU SULF1 SUN1 SUN5 SYCE3 SYCP1 SYCP2 SYCP3 SYNE1 TAF4 TAF4B TAF7L TAFAZZIN TBATA TBC1D20 TBC1D21 TBP TBPL1 TBX3 TCF21 TCF23 TCFL5 TCP11 TCP11X1 TDRD1 TDRD12 TDRD5 TDRD6 TDRD7 TDRD9 TDRKH TDRP TERB2 TESC TESK1 TESK2 TESMIN TEX11 TEX15 TEX19 TFAP2C TFPT TGFB2 TGFBR1 THEG TIAL1 TIFAB TIPARP TLR3 TLR9 TMED2 TMEM119 TMEM203 TMF1 TMPRSS12 TNC TNFAIP6 TNFSF10 TNP1 TNP2 TOPAZ1 TP63 TPGS1 TPPP2 TPPP3 TRIM27 TRIP13 TSGA10 TSNAX TSNAXIP1 TSPAN8 TSPY1 TSPY10 TSPY2 TSPY3 TSPY4 TSPY8 TSPY9 TSSK1B TSSK2 TSSK3 TSSK4 TSSK6 TTC12 TTC21A TTC26 TTLL1 TUBA8 TUBB8 TUT4 TUT7 TXNDC2 TXNDC8 TXNRD3 TYRO3 UBB UBE2B UBE2J1 UBE3A UBR2 UMODL1 UNC5C UPF3A USP26 USP42 USP9Y UTF1 UTP14C VCX VDAC3 VDR VEGFA VGF VIPAS39 VPS13B VPS54 WASHC5 WDR19 WDR33 WDR48 WDR77 WEE2 WFDC2 WIPF3 WNT2B WNT4 WNT5A WNT7A WNT9B WT1 XRN2 YBX2 YBX3 YTHDC1 YTHDC2 YTHDF2 YY1 ZAR1 ZAR1L ZBTB16 ZCWPW1 ZDBF2 ZFP41 ZFP42 ZFP57 ZFPM2 ZFX ZGLP1 ZMYND15 ZNF296 ZNF35 ZNF449 ZNF541 ZNF628 ZNF830 ZP3 ZPBP ZPBP2 ZSCAN2 ZSCAN21 GOBP_DEVELOPMENT_OF_PRIMARY_FEMALE_SEXUAL_CHARACTERISTICS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DEVELOPMENT_OF_PRIMARY_FEMALE_SEXUAL_CHARACTERISTICS A2M ADAMTS1 ADCYAP1R1 AFP AMH AMHR2 ANG ARID5B ATM BAX BCL2 BCL2L1 BMPR1B BRCA2 CASP2 CASP3 CCDC182 CEBPB CGA CSMD1 CTNNA1 CYP19A1 DACH1 DACH2 DMC1 DMRTA1 EIF2B2 EIF2B4 EIF2B5 EREG ESR1 FANCA FANCG FOXC1 FOXL2 FSHB FSHR FST FZD4 GAS2 GDF9 GNRH1 GPR149 HYAL3 IDH1 IMMP2L INHA INHBA INHBB INSR KDR KIT KITLG LEP LFNG LHCGR LHFPL2 LHX8 LHX9 MMP14 MMP2 MSH4 NOS3 NOTCH1 NPPC NPR2 NR2F2 NR5A1 NRIP1 NUP107 NUPR1 PCYT1B PDGFRA PGR PLEKHA1 PTPRN PTX3 RETN ROBO2 SCAPER SFRP1 SGPL1 SIRT1 SLIT2 SLIT3 SMAD4 SOD1 SPO11 SRC STAT5B TAF4 TIPARP TNFAIP6 UBB UBE3A UMODL1 VEGFA VGF WNT4 WT1 ZFP42 ZFPM2 ZFX ZNF830 ZP3 GOBP_DEVELOPMENT_OF_PRIMARY_SEXUAL_CHARACTERISTICS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DEVELOPMENT_OF_PRIMARY_SEXUAL_CHARACTERISTICS A2M ACE ACVR2A ADAM15 ADAM18 ADAM2 ADAM20 ADAM21 ADAM29 ADAM30 ADAM32 ADAMTS1 ADCYAP1R1 ADGRG1 AFP AGO4 AKR1C3 AMH AMHR2 ANG AR ARID4A ARID4B ARID5B ASPM ATM ATN1 ATRX BASP1 BAX BCL2 BCL2L1 BCL2L11 BCL2L2 BIK BMPR1B BOK BRCA2 BRIP1 CASP2 CASP3 CBL CBX2 CCDC182 CEBPB CGA CITED2 CRKL CSDE1 CSMD1 CTNNA1 CYP19A1 CYP1B1 DACH1 DACH2 DHH DHX37 DMC1 DMRT1 DMRTA1 DNAAF11 EIF2B2 EIF2B4 EIF2B5 EIF2S2 ERCC1 EREG ESR1 FANCA FANCG FER FGF8 FGF9 FLNA FNDC3A FOXC1 FOXL2 FSHB FSHR FST FZD4 GAS2 GATA1 GATA3 GATA4 GATA6 GDF9 GFRA1 GNRH1 GPR149 H3-3A H3-3B HESX1 HMGB2 HOXA10 HOXA11 HOXA9 HSD17B4 HYAL3 IDH1 IL1A IMMP2L ING2 INHA INHBA INHBB INSL3 INSR IRX5 KCNE1 KDR KIF18A KIT KITLG KLHL10 LEP LFNG LHB LHCGR LHFPL2 LHX8 LHX9 LRP2 MAMLD1 MAS1 MEA1 MKKS MMP14 MMP2 MSH2 MSH4 NASP NCOA1 NCOA4 NHLH2 NKX2-1 NKX3-1 NOS3 NOTCH1 NPPC NPR2 NR0B1 NR2F2 NR5A1 NRIP1 NTRK1 NUDT1 NUP107 NUPR1 OSR1 PATZ1 PCYT1B PDGFRA PGR PLEKHA1 PRDX4 PRKACG PRPS1L1 PTPRN PTX3 RAB13 RARA RBMY1B RDH10 REC8 REN RETN RHOBTB3 RNF38 ROBO2 RRM1 RXFP2 SAFB2 SALL1 SCAPER SCX SDC1 SF1 SFRP1 SFRP2 SGPL1 SIRT1 SIX4 SLIT2 SLIT3 SMAD4 SOD1 SOX15 SOX8 SOX9 SPATA2 SPO11 SRC SRD5A1 SRD5A2 SRY STAT5B TAF4 TBC1D20 TCF21 TESC TEX11 TEX19 TFAP2C TFPT TGFB2 TGFBR1 TIPARP TLR3 TLR9 TMF1 TNFAIP6 TNFSF10 TSPY1 TSPY10 TSPY2 TSPY3 TSPY4 TSPY8 TSPY9 UBB UBE3A UMODL1 UTF1 VEGFA VGF WDR19 WDR48 WNT2B WNT4 WNT5A WT1 YBX3 ZFP42 ZFPM2 ZFX ZNF830 ZP3 GOBP_DEVELOPMENT_OF_SECONDARY_FEMALE_SEXUAL_CHARACTERISTICS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DEVELOPMENT_OF_SECONDARY_FEMALE_SEXUAL_CHARACTERISTICS AREG IRF2BPL MED1 PHB2 STAT5B WNT5A GOBP_DEVELOPMENT_OF_SECONDARY_SEXUAL_CHARACTERISTICS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DEVELOPMENT_OF_SECONDARY_SEXUAL_CHARACTERISTICS AREG B4GALT1 BAX IRF2BPL LHCGR MED1 PHB2 STAT5B WNT5A GOBP_DE_NOVO_AMP_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DE_NOVO_AMP_BIOSYNTHETIC_PROCESS ADSL ADSS1 ADSS2 ATIC GART PAICS PFAS PPAT GOBP_DE_NOVO_CENTRIOLE_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DE_NOVO_CENTRIOLE_ASSEMBLY CCDC78 CDC20B CEP152 CEP63 DEUP1 PLK4 GOBP_DE_NOVO_CENTRIOLE_ASSEMBLY_INVOLVED_IN_MULTI_CILIATED_EPITHELIAL_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DE_NOVO_CENTRIOLE_ASSEMBLY_INVOLVED_IN_MULTI_CILIATED_EPITHELIAL_CELL_DIFFERENTIATION CCDC78 CEP152 CEP63 DEUP1 PLK4 GOBP_DE_NOVO_NAD_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DE_NOVO_NAD_BIOSYNTHETIC_PROCESS ACMSD AFMID HAAO IDO1 IDO2 KMO KYNU NADSYN1 GOBP_DE_NOVO_PROTEIN_FOLDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DE_NOVO_PROTEIN_FOLDING BAG1 CCT2 CD74 CHCHD4 DNAJB1 DNAJB12 DNAJB13 DNAJB14 DNAJB4 DNAJB5 DNAJC18 DNAJC2 DNAJC7 ENTPD5 ERO1A FKBP1A FKBP1B GAK HSPA13 HSPA14 HSPA1A HSPA1B HSPA1L HSPA2 HSPA5 HSPA6 HSPA7 HSPA8 HSPA9 HSPD1 HSPE1 HSPH1 PTGES3 SDF2 SDF2L1 SELENOF ST13 TOR1A TOR1B TOR2A UGGT1 GOBP_DE_NOVO_PYRIMIDINE_NUCLEOBASE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DE_NOVO_PYRIMIDINE_NUCLEOBASE_BIOSYNTHETIC_PROCESS CAD CMPK1 CPS1 DHODH MTOR UMPS GOBP_DGMP_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DGMP_METABOLIC_PROCESS GDA NT5C NT5C1A NT5C2 XDH GOBP_DIACYLGLYCEROL_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DIACYLGLYCEROL_BIOSYNTHETIC_PROCESS ANG AVIL DGAT2 GPAM MOGAT1 MOGAT2 PLA2G15 PLCE1 PNPLA2 GOBP_DIACYLGLYCEROL_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DIACYLGLYCEROL_CATABOLIC_PROCESS APOA2 DAGLA DAGLB LIPE PLB1 GOBP_DIACYLGLYCEROL_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DIACYLGLYCEROL_METABOLIC_PROCESS ANG APOA2 AVIL DAGLA DAGLB DGAT1 DGAT2 DGKA DGKB DGKD DGKE DGKG DGKH DGKI DGKK DGKQ DGKZ GPAM GPAT4 LIPE MOGAT1 MOGAT2 PGS1 PLA2G15 PLB1 PLCE1 PNPLA2 GOBP_DIADENOSINE_POLYPHOSPHATE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DIADENOSINE_POLYPHOSPHATE_CATABOLIC_PROCESS FHIT NUDT10 NUDT11 NUDT3 NUDT4 NUDT4B GOBP_DIADENOSINE_POLYPHOSPHATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DIADENOSINE_POLYPHOSPHATE_METABOLIC_PROCESS FHIT GARS1 KARS1 NUDT10 NUDT11 NUDT3 NUDT4 NUDT4B GOBP_DIAPEDESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DIAPEDESIS CD99L2 CRK CRKL FER ITGA4 PECAM1 TRIM55 GOBP_DIAPHRAGM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DIAPHRAGM_DEVELOPMENT ASS1 BASP1 DISP1 FGFRL1 MSC STRA6 TCF21 WT1 GOBP_DICARBOXYLIC_ACID_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DICARBOXYLIC_ACID_BIOSYNTHETIC_PROCESS ACMSD GLS GLS2 GLUD1 GLUD2 GOT1 GOT1L1 GOT2 HAAO KMO KYNU MTHFD1 MTHFD1L GOBP_DICARBOXYLIC_ACID_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DICARBOXYLIC_ACID_CATABOLIC_PROCESS AASDHPPT ACOT4 ACOT8 ACSF3 ADHFE1 ALDH1L1 ALDH1L2 ASPA DDO GAD1 GAD2 GLUD1 GLUD2 GLUL GOT1 GOT2 MTHFS PM20D2 QPRT GOBP_DICARBOXYLIC_ACID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DICARBOXYLIC_ACID_METABOLIC_PROCESS AADAT AASDHPPT ACLY ACMSD ACOT4 ACOT8 ACSF3 ADHFE1 ADSS1 ADSS2 ALDH18A1 ALDH1L1 ALDH1L2 ALDH4A1 ALDH5A1 AMDHD1 ASL ASPA ASS1 ATCAY ATIC D2HGDH DDO DGLUCY DHFR DHFR2 DHFRP1 DLST FH FOLR1 FPGS FTCD GAD1 GAD2 GCLC GCLM GGT1 GLS GLS2 GLUD1 GLUD2 GLUL GOT1 GOT1L1 GOT2 GPT2 GRHPR HAAO HAL HOGA1 IDH1 IDH2 KMO KYAT3 KYNU L2HGDH LIPF MDH1 MDH1B MDH2 ME1 ME2 ME3 MRPS36 MTHFD1 MTHFD1L MTHFD2 MTHFD2L MTHFS MTRR NAGS NIT2 NR1H4 OAT OGDH OGDHL PCK1 PCK2 PHYH PM20D2 PRODH PRODH2 QPRT SDHA SDHAF3 SHMT1 SHMT2 SLC19A1 SLC25A32 SLC46A1 SLC7A11 SUCLA2 SUCLG2 TAT UROC1 GOBP_DICARBOXYLIC_ACID_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DICARBOXYLIC_ACID_TRANSPORT ABAT ABCC2 ABCC5 ABCC8 ADORA1 ADORA2A AGXT APBA1 ARL6IP1 ARL6IP5 ATP1A2 AVP AVPR1A CLN8 DTNBP1 FOLR1 FOLR2 FOLR3 GABBR1 GFAP GIPC1 GJA1 GNAT2 GRM1 GRM2 GRM7 HRH3 ITGB1 KCNJ10 KCNJ8 KMO LRP2 LRRC8A LRRC8C LRRC8D LRRC8E NF1 NPY5R NTRK2 NTSR1 P2RX7 PDPN PER2 PRAF2 PRKG1 PSEN1 RAB3GAP1 SLC12A2 SLC13A2 SLC13A3 SLC13A5 SLC16A1 SLC17A6 SLC17A7 SLC17A8 SLC19A1 SLC19A2 SLC1A1 SLC1A2 SLC1A3 SLC1A4 SLC1A5 SLC1A6 SLC1A7 SLC22A6 SLC22A7 SLC25A10 SLC25A11 SLC25A12 SLC25A13 SLC25A18 SLC25A21 SLC25A22 SLC25A32 SLC26A1 SLC26A10P SLC26A11 SLC26A2 SLC26A3 SLC26A4 SLC26A5 SLC26A6 SLC26A7 SLC26A8 SLC26A9 SLC38A2 SLC38A6 SLC3A1 SLC46A1 SLC7A11 SLC7A13 SNCA STXBP1 SYT4 TNF TRH TRPV1 UCP2 VPS54 GOBP_DICHOTOMOUS_SUBDIVISION_OF_AN_EPITHELIAL_TERMINAL_UNIT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DICHOTOMOUS_SUBDIVISION_OF_AN_EPITHELIAL_TERMINAL_UNIT AREG CELSR1 CTSH FOXD1 NRP1 PLXNA1 PLXND1 SEMA3C GOBP_DIENCEPHALON_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DIENCEPHALON_DEVELOPMENT ALDH1A2 ARX BAX BMP2 BMP4 BMPR1A CDH1 CHRNB2 CNTNAP2 CREB1 CTNNB1 DRD2 FGF10 FGF2 FGF8 FOXB1 GATA2 GBX2 GHRH GHRHR GLI1 GLI2 GSX1 HAP1 HES1 HESX1 INHBB ISL1 KCNC1 KCNC2 LHX3 MECP2 NCOA1 NDNF NHLH2 NKX2-1 NKX2-6 NOG NR0B1 NR4A2 NRP1 NRP2 OGDH OLIG2 OTP OTX1 PAX6 PCSK1 PITX1 PITX2 PLXNA1 PLXNA3 POU1F1 POU3F2 POU4F1 PRDM13 PROP1 PTCHD1 RAB3GAP1 RAX RBPJ SALL1 SEMA3E SEMA5A SHH SIX3 SLC6A3 SMO SOX2 SOX3 SRD5A1 SRD5A2 TAL2 TBX19 UBB UQCRQ WNT1 WNT4 WNT5A GOBP_DIET_INDUCED_THERMOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DIET_INDUCED_THERMOGENESIS ADRB1 ADRB2 ADRB3 APPL2 BMP8A MC4R OMA1 SCT SCTR SORL1 TRPV1 TRPV4 UCP1 GOBP_DIGESTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DIGESTION ABCG5 ABCG8 ACO1 ADRA2A AKR1C1 AKR1C2 AKR1D1 AMY2A APOA1 APOA2 APOA4 AQP1 AQP5 ARX ASAH2 CAPN9 CCK CCKBR CD36 CEL CHIA CHIT1 CHRM1 CHRM3 CHRM5 CLPS CLPSL1 CLPSL2 COPA CRACD CTRB1 CTRB2 CYP39A1 CYP8B1 DCANP1 ENPP7 EPB41 EZR F11R FABP1 FABP2 FGF10 GCNT3 GHRL GHSR GKN1 HAMP HIP1R HRH2 HTR4 IL10RA IL17A INAVA IREB2 KCNN4 KCNQ1 LDLR LEP LIMA1 LIPA LPCAT3 LRCOL1 MDK MOGAT2 MUC13 MUC2 MUC4 MUC6 NEUROD1 NEUROG1 NOD2 NPC1 NPC1L1 NPPC NPR2 NPSR1 NR1H2 NR1H3 OPRK1 PBLD PGA3 PGA4 PGA5 PGC PIR PLS1 PNLIP PNLIPRP2 PPARGC1A PPP3CA PRAP1 PRSS1 PRSS2 PRSS3 PTGER3 RBP4 SCARB1 SCT SERPINA3 SGK1 SI SLC22A5 SLC26A6 SLC26A7 SLC2A5 SLC46A1 SLC4A9 SLC5A1 SLC9A4 SNX10 SOAT2 SOX9 SPINK1 SST STATH STK39 STRAP TFF1 TFF2 TFF3 TIFAB TJP2 TLR4 TLR9 TYMP UCN2 UCN3 UGCG VDR VIL1 VSIG1 WNK1 WNK4 ZNF830 GOBP_DIGESTIVE_SYSTEM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DIGESTIVE_SYSTEM_DEVELOPMENT ACVR2B ADA AGR2 AHI1 ALDH1A2 ALX4 ASCL1 ASS1 BARX1 BBS7 BCL2 C1GALT1 CBFA2T2 CCDC103 CCDC39 CCDC40 CCKBR CDKN1A CDKN1C CDX2 CELA1 CHD8 CLDN18 CLMP COBL COL3A1 CPS1 CRKL CTNNB1 CXCL8 CYP1A1 DACT1 DCHS1 DNAAF1 EDNRB EGFR EPB41L5 EPHB3 EXT1 FGF10 FGF9 FGFR2 FOXE1 FOXF1 FOXF2 FOXL1 FZD5 GATA4 GATA5 GATA6 GIP GLI1 GLI2 GLI3 HES1 HIF1A HIP1R HLX HMGCS2 HNF1B HOXA13 HOXA5 HOXD13 ID2 IFT172 IGF2 IHH IL6ST INSR KCNQ1 KIT KLF5 LGR4 MEGF8 MIR29B1 MIXL1 MYOCD NIPBL NKX2-2 NKX2-3 NKX2-6 NKX3-2 NODAL NOTCH1 NPHP3 NPR2 NPY OTC OVOL2 OXTR PCSK5 PDGFC PDGFRA PDX1 PERCC1 PKD1 PKDCC PRDM1 PTF1A PTK6 PYY RARB RARRES2 RB1 RBPMS2 RET SALL1 SAV1 SCT SFRP1 SFRP2 SFRP5 SHH SHOX2 SIX2 SLC4A2 SMAD2 SMAD3 SMO SOX10 SOX11 SOX17 SOX9 SPDEF SRC SRP54 STRA6 TBX2 TCF21 TGFB2 TGFB3 TIGAR TLR9 TMIGD1 TNF TP63 TYMS VPS52 WDPCP WDR19 WLS WNT11 WNT5A YAP1 YIPF6 ZIC3 GOBP_DIGESTIVE_SYSTEM_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DIGESTIVE_SYSTEM_PROCESS ABCG5 ABCG8 ACO1 ADRA2A AKR1C1 APOA1 APOA2 APOA4 AQP1 AQP5 CCKBR CD36 CEL CHRM1 CHRM3 CHRM5 COPA CRACD CYP8B1 DCANP1 ENPP7 EPB41 EZR F11R FABP1 FABP2 FGF10 GCNT3 GHRL GHSR HAMP HIP1R HRH2 HTR4 IL10RA IL17A INAVA IREB2 KCNN4 KCNQ1 LDLR LEP LIMA1 LIPA LPCAT3 MDK MOGAT2 MUC13 MUC2 MUC4 MUC6 NEUROD1 NEUROG1 NOD2 NPC1 NPC1L1 NPPC NPR2 NPSR1 NR1H2 NR1H3 OPRK1 PBLD PLS1 PNLIP PPP3CA PRAP1 PTGER3 RBP4 SCARB1 SCT SERPINA3 SGK1 SLC22A5 SLC26A6 SLC26A7 SLC2A5 SLC46A1 SLC4A9 SLC5A1 SLC9A4 SNX10 SOAT2 SOX9 SPINK1 STATH STK39 STRAP TFF1 TFF2 TFF3 TIFAB TJP2 TLR4 TLR9 TYMP UGCG VDR VIL1 VSIG1 WNK1 WNK4 ZNF830 GOBP_DIGESTIVE_TRACT_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DIGESTIVE_TRACT_MORPHOGENESIS ACVR2B AGR2 AHI1 BBS7 BCL2 CTNNB1 DACT1 EGFR EPB41L5 EPHB3 FGF10 FGFR2 FOXF1 GATA4 GLI1 GLI2 GLI3 HIF1A HLX HNF1B HOXA13 HOXD13 ID2 IHH NIPBL NKX2-3 NODAL NOTCH1 NPR2 OVOL2 PDGFRA PERCC1 RBPMS2 SFRP1 SFRP2 SFRP5 SHH SHOX2 SIX2 SMAD2 SMAD3 SOX10 SOX11 SOX17 STRA6 TCF21 TP63 WNT11 WNT5A GOBP_DIOL_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DIOL_BIOSYNTHETIC_PROCESS ABCA2 ACER1 ACER2 ACER3 ASAH1 ASAH2 DHFR DHFRP1 GBA1 GCH1 PCBD1 PCBD2 PTS QDPR SPHK1 SPHK2 SPR SPTLC1 SPTLC2 SPTLC3 SPTSSA SPTSSB GOBP_DIOL_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DIOL_METABOLIC_PROCESS ABCA2 ACER1 ACER2 ACER3 ASAH1 ASAH2 DEGS2 DHFR DHFRP1 GBA1 GCH1 LRP2 NAAA PCBD1 PCBD2 PLPP1 PLPP2 PLPP3 PRKG2 PTS QDPR SGPP1 SGPP2 SPHK1 SPHK2 SPR SPTLC1 SPTLC2 SPTLC3 SPTSSA SPTSSB GOBP_DIPEPTIDE_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DIPEPTIDE_TRANSMEMBRANE_TRANSPORT CA2 SLC15A1 SLC15A2 SLC15A3 SLC15A4 SLC26A6 SLC7A11 GOBP_DIPHOSPHOINOSITOL_POLYPHOSPHATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DIPHOSPHOINOSITOL_POLYPHOSPHATE_METABOLIC_PROCESS NUDT10 NUDT11 NUDT3 NUDT4 NUDT4B GOBP_DIRECT_OSSIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DIRECT_OSSIFICATION AXIN2 COL1A1 CTSK FGF18 GIT1 MMP2 MN1 GOBP_DISACCHARIDE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DISACCHARIDE_METABOLIC_PROCESS B4GALT1 BRAF FBP1 FBP2 GAA GANC IDUA LALBA LCT MGAM SI TREH GOBP_DISRUPTION_OF_ANATOMICAL_STRUCTURE_IN_ANOTHER_ORGANISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DISRUPTION_OF_ANATOMICAL_STRUCTURE_IN_ANOTHER_ORGANISM APOL1 ARG1 AZU1 BCL2L1 C5 C6 C7 C8A C8B C8G C9 CAMP CCL13 CFHR1 CFHR2 CFHR5 CHGA CLEC7A CSNK2A1 CSNK2B CST11 CTSG CXCL6 DCD DEFA1 DEFA1B DEFA3 DEFA4 DEFA5 DEFA6 DEFB103A DEFB103B DEFB118 DEFB128 DEFB132 DEFB136 DEFB4A ELANE F2 F2RL1 FCER2 GAPDH GBP1 GBP2 GBP3 GBP5 GBP7 GNLY GSDMB GZMA GZMB GZMH GZMM H2BC11 H2BC12 HAMP HMGN2 HRG HTN1 HTN3 IFNG KRT6A LCE3A LCE3B LCE3C LTF LYZ LYZL6 MBL2 MICA MICB MUC7 MYD88 NINJ1 NKG7 NLRP6 NOS2 P2RX7 PF4 PGLYRP1 PGLYRP3 PGLYRP4 PLA2G2A PRF1 REG1A REG1B REG3A REG3G RNASE7 ROMO1 RPL30 RPS19 S100A12 SCNN1B SEMG1 SYK TREM1 TUSC2 USP7 GOBP_DISRUPTION_OF_CELLULAR_ANATOMICAL_STRUCTURE_IN_ANOTHER_ORGANISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DISRUPTION_OF_CELLULAR_ANATOMICAL_STRUCTURE_IN_ANOTHER_ORGANISM DEFA1 DEFA1B DEFA3 DEFA4 DEFA5 DEFA6 REG1A REG1B REG3A REG3G GOBP_DISRUPTION_OF_PLASMA_MEMBRANE_INTEGRITY_IN_ANOTHER_ORGANISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DISRUPTION_OF_PLASMA_MEMBRANE_INTEGRITY_IN_ANOTHER_ORGANISM DEFA1 DEFA1B DEFA3 DEFA4 DEFA5 DEFA6 GOBP_DISTAL_CONVOLUTED_TUBULE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DISTAL_CONVOLUTED_TUBULE_DEVELOPMENT CALB1 PAX2 PAX8 POU3F3 UMOD GOBP_DISTAL_TUBULE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DISTAL_TUBULE_DEVELOPMENT CALB1 JAG1 KLHL3 NOTCH1 PAX2 PAX8 PKD1 PKD2 POU3F3 TFAP2B UMOD WNK4 GOBP_DITERPENOID_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DITERPENOID_BIOSYNTHETIC_PROCESS AKR1C3 ALDH1A2 ALDH1A3 ALDH8A1 BCO1 CYP1A1 DHRS9 PRMT3 RBP1 RDH10 GOBP_DNA_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DNA_BIOSYNTHETIC_PROCESS ACD ACVRL1 ADIPOQ ANKRD1 ATM ATR AURKB BMPR2 CCN2 CCNA2 CCT2 CCT3 CCT4 CCT5 CCT6A CCT7 CCT8 CDKN1A CDKN2D CENPF CERS1 CHEK1 CHRAC1 CHTF18 CHTF8 CTC1 CTNNB1 CYP1B1 DACH1 DCP2 DKC1 DNAJC2 DNTT DSCC1 DTL ERCC4 EXOSC10 FAAP20 FBXO4 FGF2 FGFR4 GAR1 GDF2 GFER GNL3L GREM1 GRHL2 HGF HMBOX1 HNRNPA1 HNRNPA2B1 HNRNPC HNRNPD HNRNPU HROB HSP90AA1 HSP90AB1 ING4 ING5 JADE1 JADE2 JADE3 KAT7 KCNK2 KLF4 LIG1 LIG3 LIG4 LIN9 LOX MAD2L2 MAP2K7 MAP3K4 MAPK1 MAPK15 MAPK3 MAPKAPK5 MEAF6 MEN1 MRE11 MYC NABP2 NAF1 NAT10 NEK2 NEK7 NFATC1 NHP2 NIBAN2 NOP10 NOX4 NPPC NVL PARM1 PARN PARP10 PARP3 PARP4 PCLAF PCNA PDGFA PDGFB PDGFRB PHB1 PIF1 PINX1 PKIB PNKP POLA1 POLB POLD1 POLD2 POLD3 POLD4 POLDIP2 POLE POLE2 POLE3 POLE4 POLG POLG2 POLH POLI POLK POLL POLM POLN POLQ POT1 PRIMPOL PRKCQ PRKD2 PTGES3 PTK2B RAD50 RCHY1 REV1 REV3L RFC1 RFC2 RFC3 RFC4 RFC5 RGCC RGN RPA1 RRM1 RRM2B SH2B1 SIRT1 SMG5 SMG6 SMOC2 SMPD3 SPATA22 SPHK1 SPRTN SRC STN1 SYCP1 TCP1 TELO2 TEN1 TENT4B TEP1 TERC TERF1 TERF2 TERF2IP TERT TEX12 TFDP1 TINF2 TK1 TK2 TNF TNKS TNKS1BP1 TNKS2 TOM1L1 TP53 TREX1 TYMS USP1 USP10 USP43 VCP WRAP53 WRN WRNIP1 XRCC5 XRN1 ZBTB1 GOBP_DNA_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DNA_CATABOLIC_PROCESS AIFM1 APAF1 APEX1 ATM BAX CECR2 CIDEA DFFA DFFB DICER1 DNASE1 DNASE1L1 DNASE1L2 DNASE1L3 DNASE2 DNASE2B ENDOG EXOG FBH1 FOXL2 HSF1 IL6 ISG20 MIR146A MUS81 NMNAT1 REXO4 RGN SETMAR ST20 TREX1 VPS54 GOBP_DNA_CONFORMATION_CHANGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DNA_CONFORMATION_CHANGE ABL1 ANXA1 ASCC1 ASCC2 ASCC3 BLM BRIP1 CDC45 CHD1L CHD8 CHTF18 CHTF8 DDX1 DDX11 DDX11L8 DDX12P DDX3X DHX30 DHX36 DHX9 DNA2 DSCC1 DTD1 ERCC2 ERCC3 FANCM FBH1 G3BP1 GINS1 GINS2 GINS3 GINS4 GTF2H2 HELB HELQ HFM1 HHEX HMGA1 HMGB1 HMGB2 HMGB3 HNRNPA2B1 IGHMBP2 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 MCM9 MCMDC2 MNAT1 MRE11 MTERF1 NAV2 NBN PIF1 POLQ POT1 PURA RAD50 RAD51 RAD54B RECQL RECQL4 RECQL5 RFC2 RFC3 RFC4 RFC5 RTEL1 RUVBL1 RUVBL2 SETX SSBP1 SUB1 SUPV3L1 TOP1 TOP1MT TOP2A TOP2B TOP3A TOP3B TREX1 TWNK UPF1 WRN WRNIP1 XRCC5 XRCC6 ZRANB3 GOBP_DNA_CYTOSINE_DEAMINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DNA_CYTOSINE_DEAMINATION AICDA APOBEC3A APOBEC3B APOBEC3C APOBEC3D APOBEC3F APOBEC3G APOBEC3H CDADC1 GOBP_DNA_DAMAGE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DNA_DAMAGE_RESPONSE AATF ABL1 ABRAXAS1 ACD ACER2 ACKR3 ACTB ACTL6A ACTL6B ACTR2 ACTR5 ACTR8 ADPRS AEN AIM2 ALKBH1 ALKBH2 ALKBH3 ALKBH7 ALKBH8 ANKLE1 ANKRD1 AP5S1 AP5Z1 APBB1 APC APEX1 APEX2 APLF APTX ARID1A ARID1B ARID2 ARMT1 ASCC1 ASCC2 ASCC3 ASF1A ASH2L ATAD5 ATF2 ATM ATMIN ATP23 ATR ATRIP ATRX ATXN3 ATXN7 ATXN7L3 AUNIP AXIN2 BABAM1 BABAM2 BACH1 BAD BAG6 BAK1 BARD1 BATF BAX BAZ1B BCCIP BCL2 BCL2A1 BCL2L1 BCL2L10 BCL2L11 BCL2L2 BCL3 BCL6 BCL7A BCL7B BCL7C BCLAF1 BID BLM BOD1L1 BOK BRAT1 BRCA1 BRCA2 BRCC3 BRD4 BRD7 BRD8 BRIP1 BRME1 BRSK1 BTG2 C14orf39 C1orf112 CASP2 CASP3 CASP9 CBL CBX1 CBX3 CBX5 CBX8 CCAR2 CCDC117 CCDC13 CCND1 CCNG1 CCNK CD44 CD74 CDC14B CDC45 CDC5L CDC7 CDCA5 CDIP1 CDK1 CDK2 CDK3 CDK5RAP3 CDK7 CDK9 CDKN1A CDKN1B CDKN2AIP CDKN2D CEBPG CENPS CENPX CEP164 CEP63 CETN1 CETN2 CFAP410 CGAS CHAF1A CHAF1B CHCHD6 CHD1L CHD2 CHD4 CHEK1 CHEK2 CHRNA4 CIB1 CIDEB CINP CLOCK CLSPN CLU COMMD1 COPS3 CRADD CRIP1 CRY1 CRY2 CSNK1E CTC1 CTLA4 CUL4A CUL4B CXCL12 CYREN DCLRE1A DCLRE1B DCLRE1C DCUN1D5 DDB1 DDB2 DDIAS DDIT3 DDIT4 DDX1 DDX11 DDX39B DDX5 DEK DHX9 DMAP1 DMC1 DNA2 DNTT DONSON DOT1L DPF1 DPF2 DPF3 DTL DTX3L DYRK1A DYRK1B DYRK2 DYRK3 E2F1 E2F7 EEF1E1 EEPD1 EGFR EGLN3 EID3 EIF2AK4 ELL3 EME1 EME2 EMSY ENDOG ENDOV ENY2 EP300 EP400 EPC1 EPC2 EPHA2 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC6L2 ERCC8 ESCO2 ETAA1 EXD2 EXO1 EXO5 EYA1 EYA2 EYA3 EYA4 FAAP100 FAAP20 FAAP24 FAM111A FAM168A FAN1 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FBH1 FBXO31 FBXO4 FBXO45 FBXO5 FBXO6 FBXW7 FEM1B FEN1 FGF10 FH FIGNL1 FLYWCH1 FMN2 FMR1 FNIP2 FOXM1 FOXN3 FOXO1 FOXO4 FOXP1 FTO FUS FZR1 GADD45A GCNA GEN1 GGN GIGYF2 GINS2 GINS4 GML GNL1 GRB2 GTF2H1 GTF2H2 GTF2H2C GTF2H2C_2 GTF2H3 GTF2H4 GTF2H5 GTSE1 H2AC25 H2AX HDAC10 HDAC3 HDGFL2 HELB HELQ HERC2 HIC1 HINFP HIPK1 HIPK2 HLTF HMCES HMGA2 HMGB1 HMGB2 HMGN1 HNRNPK HPF1 HROB HSF1 HSF2BP HTRA2 HUS1 HUS1B HUWE1 IER3 IFFO1 IFI16 IKBKE IKBKG IMMP2L ING2 ING3 ING4 INIP INO80 INO80B INO80C INO80D INO80E INTS3 INTS7 IRF3 IRF7 JMY KASH5 KAT2A KAT2B KAT5 KAT7 KDM1A KDM2A KDM4D KHDC3L KIF22 KIN KLHL15 KMT5A KMT5B KMT5C LIG1 LIG3 LIG4 LYN MACROD1 MACROD2 MACROH2A1 MAD2L2 MAEL MAGEF1 MAJIN MAP2K6 MAP3K20 MAPK1 MAPK12 MAPK14 MAPK15 MAPK3 MAPKAPK2 MAPT MARCHF6-DT MARCHF7 MARF1 MASTL MBD4 MBTD1 MBTPS1 MBTPS2 MC1R MCL1 MCM10 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 MCM9 MCMDC2 MCRS1 MCTS1 MDC1 MDM2 MDM4 MEAF6 MEIOB MEIOC MEN1 METTL3 MGME1 MGMT MICA MIF MIR193A MIR221 MIR34A MLH1 MLH3 MLST8 MMS19 MMS22L MNAT1 MNDA MOAP1 MORC2 MORF4L1 MORF4L2 MPG MPND MRE11 MRGBP MRNIP MSH2 MSH3 MSH4 MSH5 MSH6 MSX1 MTA1 MTOR MTREX MUC1 MUS81 MUTYH MYC MYO6 NABP1 NABP2 NACC2 NAE1 NBN NCOA6 NDRG1 NEIL1 NEIL2 NEIL3 NEK11 NEK4 NFAT5 NFATC2 NFATC4 NFRKB NHEJ1 NIPBL NKX3-1 NONO NOP53 NPAS2 NPM1 NRDE2 NSD2 NSMCE1 NSMCE2 NSMCE3 NSMCE4A NTHL1 NUAK1 NUCKS1 NUDT1 NUDT16L1 NUPR1 NUPR2 NYNRIN OARD1 OGG1 OOEP OTUB1 OTUB2 PAGR1 PAK1 PALB2 PARG PARK7 PARP1 PARP10 PARP2 PARP3 PARP4 PARP9 PARPBP PAXIP1 PAXX PBRM1 PCLAF PCNA PDS5A PDS5B PHF1 PHF10 PHLDA3 PIAS4 PIDD1 PIERCE1 PIF1 PIK3R1 PLA2R1 PLK1 PLK2 PLK3 PMAIP1 PML PMS1 PMS2 PMS2P1 PMS2P3 PMS2P5 PMS2P6 PNKP POGZ POLA1 POLB POLD1 POLD2 POLD3 POLD4 POLDIP2 POLE POLE2 POLE3 POLG POLH POLI POLK POLL POLM POLN POLQ POLR2I POT1 PPM1D PPP1R10 PPP1R15A PPP4C PPP4R2 PPP4R3A PPP4R3B PPP4R3C PPP5C PRAP1 PRDM9 PRIMPOL PRKCD PRKCG PRKDC PRMT6 PRPF19 PSEN1 PSMD10 PSMD14 PSME4 PTPN11 PTTG1 PTTG1IP PWWP3A PYCARD PYHIN1 RAD1 RAD17 RAD18 RAD21 RAD21L1 RAD23A RAD23B RAD50 RAD51 RAD51AP1 RAD51B RAD51C RAD51D RAD52 RAD54B RAD54L RAD9A RAD9B RADX RBBP5 RBBP6 RBBP8 RBM24 RBX1 RCHY1 REC8 RECQL RECQL4 RECQL5 REV1 REV3L REXO4 RFC1 RFC2 RFC3 RFC4 RFC5 RFWD3 RHNO1 RIF1 RINT1 RMI1 RMI2 RNASEH2A RNASEH2B RNASEH2C RNF111 RNF113A RNF138 RNF168 RNF169 RNF8 RPA1 RPA2 RPA3 RPA4 RPL26 RPS27L RPS3 RPS6KA6 RPTOR RRM1 RRM2B RTEL1 RUVBL1 RUVBL2 SAMHD1 SDE2 SENP3 SESN2 SETD1A SETD2 SETD7 SETMAR SETX SF3B3 SF3B5 SFN SFPQ SFR1 SFRP2 SGF29 SGK1 SHISA5 SHLD1 SHLD2 SHLD3 SHPRH SIRT1 SIRT4 SIRT6 SIRT7 SKIL SLC30A9 SLF1 SLF2 SLFN11 SLX1A SLX1B SLX4 SMARCA2 SMARCA4 SMARCA5 SMARCAD1 SMARCAL1 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMC1A SMC3 SMC5 SMC6 SMCHD1 SMG1 SMUG1 SMYD2 SNAI1 SNAI2 SNW1 SOD2 SOX4 SP100 SPATA18 SPATA22 SPDYA SPIDR SPINDOC SPIRE1 SPIRE2 SPO11 SPRED1 SPRED2 SPRTN SSRP1 STK11 STK33 STUB1 STXBP4 SUMO1 SUPT16H SUPT20H SUPT3H SUPT7L SUSD6 SUV39H1 SWI5 SWSAP1 SYCP1 SYF2 TADA1 TADA2B TADA3 TAF1 TAF10 TAF12 TAF2 TAF4 TAF5 TAF5L TAF6 TAF6L TAF7 TAF9 TAF9B TANK TAOK1 TAOK2 TAOK3 TDG TDP1 TDP2 TELO2 TENT4A TERB1 TERB2 TERF2 TERF2IP TEX12 TEX15 TEX264 TFAP4 TFDP3 TFIP11 TFPT THOC1 THOC5 TICRR TIGAR TIMELESS TIPIN TIPRL TLK1 TLK2 TMEM109 TMEM161A TNF TNFRSF1A TNFRSF1B TNKS1BP1 TNP1 TONSL TOP2A TOP2B TOP3A TOPBP1 TOPORS TP53 TP53BP1 TP63 TP73 TPT1 TRAF6 TRAIP TREX1 TREX2 TRIAP1 TRIM28 TRIM32 TRIM39 TRIP12 TRIP13 TRRAP TTC5 TTF2 TTI1 TTI2 TWIST1 UBA1 UBA7 UBE2A UBE2B UBE2D3 UBE2E2 UBE2N UBE2NL UBE2T UBE2V1 UBE2V2 UBE2W UBQLN4 UBR5 UCHL5 UFL1 UHRF1 UIMC1 UNG UPF1 USP1 USP10 USP16 USP22 USP28 USP3 USP43 USP44 USP45 USP47 USP51 USP7 UVRAG UVSSA VAV3 VCP VCPIP1 VPS72 VRK1 WAC WAS WDHD1 WDR33 WDR4 WDR48 WDR76 WNT1 WRAP53 WRN WRNIP1 XAB2 XIAP XNDC1N XPA XPC XRCC1 XRCC2 XRCC3 XRCC4 XRCC5 XRCC6 YAP1 YEATS4 YJU2 YY1 ZBTB1 ZBTB38 ZBTB4 ZBTB40 ZBTB7A ZC3H12A ZCWPW1 ZDHHC16 ZFYVE26 ZGRF1 ZMAT3 ZMPSTE24 ZMYND8 ZNF365 ZNF385A ZNF668 ZNF830 ZNHIT1 ZRANB3 ZSWIM7 GOBP_DNA_DAMAGE_RESPONSE_SIGNAL_TRANSDUCTION_BY_P53_CLASS_MEDIATOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DNA_DAMAGE_RESPONSE_SIGNAL_TRANSDUCTION_BY_P53_CLASS_MEDIATOR ACER2 ANKRD1 ATM ATR ATRX BATF BCL3 BRCA2 CASP2 CD44 CD74 CDKN1A CDKN1B CHEK2 COPS3 CRADD DDX5 DYRK1A DYRK3 E2F7 EEF1E1 FOXM1 GML GTSE1 HIC1 HIPK2 ING4 KAT5 KDM1A KMT5A MARCHF7 MDM2 MDM4 MIF MSX1 MUC1 MYO6 NBN NDRG1 NPM1 PAXIP1 PIDD1 PLA2R1 PLK2 PLK3 PMAIP1 PML PPM1D PRAP1 PSMD10 PTTG1IP PYHIN1 RPL26 RPS27L RPS6KA6 SESN2 SIRT1 SMYD2 SNAI1 SNAI2 SOX4 SP100 SPRED1 SPRED2 TFAP4 TP53 TRIAP1 TWIST1 USP10 YJU2 ZMPSTE24 ZNF385A ZNHIT1 GOBP_DNA_DAMAGE_RESPONSE_SIGNAL_TRANSDUCTION_BY_P53_CLASS_MEDIATOR_RESULTING_IN_CELL_CYCLE_ARREST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DNA_DAMAGE_RESPONSE_SIGNAL_TRANSDUCTION_BY_P53_CLASS_MEDIATOR_RESULTING_IN_CELL_CYCLE_ARREST ATM CASP2 CDKN1A CDKN1B CHEK2 CRADD GML GTSE1 MDM2 MUC1 PIDD1 PLK2 PLK3 PML PRAP1 RPL26 TP53 TRIAP1 GOBP_DNA_DAMAGE_RESPONSE_SIGNAL_TRANSDUCTION_RESULTING_IN_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DNA_DAMAGE_RESPONSE_SIGNAL_TRANSDUCTION_RESULTING_IN_TRANSCRIPTION BRCA2 CDKN1A CHEK2 COPS3 FOXM1 HIPK2 ING4 KAT5 MAD2L2 MUC1 PYHIN1 RPL26 RPS27L RPS6KA6 SP100 TFAP4 TP53 ZNF385A ZNHIT1 GOBP_DNA_DEALKYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DNA_DEALKYLATION A1CF AICDA ALKBH1 ALKBH2 ALKBH3 ALKBH4 APEX1 APOBEC1 APOBEC2 APOBEC3A APOBEC3B APOBEC3C APOBEC3D APOBEC3F APOBEC3G APOBEC3H ASCC1 ASCC2 ASCC3 DPPA3 EOMES FTO GATA3 HNRNPAB MGMT MPG OTUD4 PAX6 STPG1 STPG4 TDG TET1 TET2 TET3 TOX TRIM28 USP7 USP9X GOBP_DNA_DEALKYLATION_INVOLVED_IN_DNA_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DNA_DEALKYLATION_INVOLVED_IN_DNA_REPAIR ALKBH1 ALKBH2 ALKBH3 ASCC1 ASCC2 ASCC3 FTO MGMT MPG GOBP_DNA_DEAMINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DNA_DEAMINATION AICDA APOBEC3A APOBEC3B APOBEC3C APOBEC3D APOBEC3F APOBEC3G APOBEC3H CDADC1 EXOSC3 EXOSC4 EXOSC5 EXOSC6 GOBP_DNA_DOUBLE_STRAND_BREAK_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DNA_DOUBLE_STRAND_BREAK_PROCESSING BLM BRIP1 C14orf39 DNA2 EXD2 HELB HELQ MRE11 NBN RAD50 RAD52 RBBP8 RNF138 SETMAR SLX1A SLX1B SLX4 SMARCAD1 SPO11 UBE2N UBE2V2 GOBP_DNA_INTEGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DNA_INTEGRATION BANF1 GIN1 KRBA2 NYNRIN SCAND3 SETMAR SMARCB1 THAP9 GOBP_DNA_INTEGRITY_CHECKPOINT_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DNA_INTEGRITY_CHECKPOINT_SIGNALING ABRAXAS1 ATF2 ATM ATR ATRIP BABAM1 BABAM2 BARD1 BLM BRCA1 BRCA2 BRCC3 BRIP1 BRSK1 CAMSAP3 CASP2 CCAR2 CCND1 CCNG1 CDC14B CDC45 CDC5L CDC6 CDK1 CDK2 CDK5RAP3 CDKN1A CDKN1B CDT1 CEP63 CHEK1 CHEK2 CLOCK CLSPN CRADD CRY1 CUL4A DDX39B DNA2 DONSON DOT1L DTL DTX3L E2F1 EIF2AK4 EME1 EME2 ERCC6 ETAA1 FANCD2 FBXO31 FBXO4 FBXO6 FEM1B FOXN3 FOXO4 FZR1 GIGYF2 GML GTSE1 H2AX HINFP HUS1 HUS1B IER3 INTS7 MAP3K20 MAPK14 MBTPS1 MBTPS2 MDC1 MDM2 MRE11 MRNIP MSH2 MUC1 MUS81 NAE1 NBN NEK11 NOP53 ORC1 PARP9 PIDD1 PLK1 PLK2 PLK3 PML PPP1R10 PRAP1 PRKDC PRPF19 PTPN11 RAD1 RAD17 RAD51 RAD9A RAD9B RFWD3 RHNO1 RINT1 RNASEH2B RPA2 RPA4 RPL26 RPS27L SDE2 SETMAR STK33 SYF2 TAOK1 TAOK2 TAOK3 TELO2 THOC1 THOC5 TICRR TIMELESS TIPIN TIPRL TOPBP1 TP53 TP53BP1 TREX1 TRIAP1 TRIM39 TTI1 TTI2 UFL1 UIMC1 USP28 WAC WDR76 XPC ZNF830 GOBP_DNA_LIGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DNA_LIGATION APLF APTX HMGB1 LIG1 LIG3 LIG4 MGMT NHEJ1 PARP3 PNKP RAD51 TFIP11 TOP2A XRCC1 XRCC4 XRCC6 GOBP_DNA_LIGATION_INVOLVED_IN_DNA_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DNA_LIGATION_INVOLVED_IN_DNA_REPAIR LIG3 LIG4 NHEJ1 PNKP XRCC4 GOBP_DNA_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DNA_METABOLIC_PROCESS A1CF ABL1 ABRAXAS1 ACD ACTB ACTL6A ACTL6B ACTR2 ACTR5 ACTR8 ACVRL1 ADIPOQ ADPRS ADRA2A AEN AICDA AIFM1 AKT1 ALKBH1 ALKBH2 ALKBH3 ALKBH4 ALYREF ANKLE1 ANKRD1 ANKRD17 ANKRD31 ANXA3 AP5S1 AP5Z1 APAF1 APEX1 APEX2 APLF APOBEC1 APOBEC2 APOBEC3A APOBEC3B APOBEC3C APOBEC3D APOBEC3F APOBEC3G APOBEC3H APTX ARID1A ARID1B ARID2 ARID4A ARID4B ASCC1 ASCC2 ASCC3 ASF1A ATAD5 ATF1 ATF7IP ATM ATP23 ATR ATRIP ATRX ATXN3 ATXN7 ATXN7L3 AUNIP AURKB AXIN2 BABAM1 BABAM2 BACH1 BANF1 BARD1 BATF BAX BAZ1A BAZ2A BCAR3 BCCIP BCL11B BCL6 BCL7A BCL7B BCL7C BEND3 BLM BMI1 BMPR2 BOD1L1 BRCA1 BRCA2 BRCC3 BRD7 BRD8 BRIP1 BRME1 BRPF3 BTG2 C11orf80 C14orf39 C1orf112 C1orf146 CAMSAP3 CARM1 CBS CBX8 CCDC117 CCDC88A CCN2 CCNA2 CCNB1IP1 CCNE1 CCNE2 CCR6 CCT2 CCT3 CCT4 CCT5 CCT6A CCT7 CCT8 CD28 CD40 CD40LG CDADC1 CDC14B CDC34 CDC45 CDC5L CDC6 CDC7 CDCA5 CDK1 CDK2 CDK2AP1 CDK7 CDK9 CDKN1A CDKN2D CDT1 CEBPG CECR2 CENPF CENPS CENPX CEP164 CERS1 CETN1 CETN2 CGAS CHAF1A CHAF1B CHD1L CHD4 CHEK1 CHEK2 CHRAC1 CHRNA4 CHTF18 CHTF8 CIB1 CIDEA CINP CIZ1 CLCF1 CLSPN CNBP CNTD1 COMMD1 CRY2 CSNK1E CTC1 CTCF CTNNB1 CUL4A CUL4B CYP1B1 CYREN DACH1 DBF4 DBF4B DCAF1 DCLRE1A DCLRE1B DCLRE1C DCP2 DCTPP1 DDB1 DDB2 DDX1 DDX11 DEK DFFA DFFB DHX36 DHX9 DICER1 DKC1 DMAP1 DMC1 DNA2 DNAJA3 DNAJC2 DNASE1 DNASE1L1 DNASE1L2 DNASE1L3 DNASE2 DNASE2B DNMT1 DNMT3A DNMT3B DNMT3L DNTT DONSON DOT1L DPF1 DPF2 DPF3 DPPA3 DSCC1 DTD1 DTL DTX3L DUT DYRK1B E2F7 E2F8 E4F1 EEPD1 EGF EGFR EHMT1 EHMT2 EID3 EME1 EME2 EMSY ENDOG ENDOV ENPP7 ENSG00000274276 ENY2 EOMES EP400 EPC1 EPC2 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC6L2 ERCC8 EREG ESCO1 ESCO2 ETAA1 EXD2 EXO1 EXO5 EXOG EXOSC10 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EYA1 EYA2 EYA3 EYA4 EZH2 FAAP100 FAAP20 FAAP24 FAF1 FAM111A FAM111B FAM168A FAN1 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FBH1 FBXO4 FBXO5 FBXO6 FBXW7 FEN1 FGF10 FGF2 FGFR4 FH FIGNL1 FLCN FMN2 FMR1 FOS FOXL2 FOXM1 FOXP3 FTO FUS FZR1 GADD45A GAR1 GATA3 GATAD2A GCNA GDF2 GEN1 GFER GGN GIN1 GINS1 GINS2 GINS3 GINS4 GLI1 GLI2 GLRX2 GMNC GMNN GNL3 GNL3L GREM1 GRHL2 GRWD1 GTF2H1 GTF2H2 GTF2H2C GTF2H2C_2 GTF2H3 GTF2H4 GTF2H5 GTPBP4 GZMA H1-0 H1-1 H1-10 H1-2 H1-3 H1-4 H1-5 H1-6 H1-7 H1-8 H1-9P H2AC25 H2AX HCRT HDAC10 HDAC8 HDGFL2 HELB HELLS HELQ HEMK1 HERC2 HFM1 HGF HINFP HLTF HMBOX1 HMCES HMGA1 HMGA2 HMGB1 HMGB2 HMGB3 HMGN1 HNRNPA1 HNRNPA2B1 HNRNPAB HNRNPC HNRNPD HNRNPU HPF1 HROB HSF1 HSF2BP HSP90AA1 HSP90AB1 HSPD1 HUS1 HUS1B HUWE1 ID3 IER3 IFFO1 IGF1R IHO1 IL10 IL2 IL27RA IL4 IL6 IL7R ING3 ING4 ING5 INIP INO80 INO80B INO80C INO80D INO80E INTS3 ISG20 JADE1 JADE2 JADE3 JMY KASH5 KAT2A KAT2B KAT5 KAT7 KCNK2 KDM1A KDM2A KDM4D KHDC3L KIF22 KIN KLF4 KLHDC3 KLHL15 KMT2A KMT2E KMT5A KMT5B KMT5C KPNA1 KPNA2 KRBA2 LEF1 LIG1 LIG3 LIG4 LIN9 LONP1 LOX LPIN1 LRWD1 LTO1 MACROH2A1 MAD2L2 MAGEF1 MAJIN MAP2K4 MAP2K7 MAP3K4 MAPK1 MAPK15 MAPK3 MAPKAPK5 MAPT-AS1 MARCHF6-DT MARF1 MAS1 MBD1 MBD2 MBD3 MBD4 MBTD1 MC1R MCIDAS MCM10 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 MCM9 MCMBP MCMDC2 MCRS1 MDC1 MEAF6 MECP2 MEI4 MEIOB MEIOC MEN1 METTL4 METTL7A MGME1 MGMT MIR146A MIR221 MIR29A MIR29B1 MIR29C MIS18A MLH1 MLH3 MMS19 MMS22L MNAT1 MND1 MORF4L1 MORF4L2 MPG MPHOSPH8 MPND MPV17 MRE11 MRGBP MRNIP MSH2 MSH3 MSH4 MSH5 MSH6 MTA1 MTA2 MTRR MUS81 MUTYH MYC MYO18A N4BP2 N6AMT1 NABP1 NABP2 NAF1 NAP1L1 NASP NAT10 NBN NDFIP1 NEIL1 NEIL2 NEIL3 NEK2 NEK7 NFATC1 NFIA NFIB NFIC NFIX NFKBIZ NFRKB NHEJ1 NHP2 NIBAN2 NIPBL NME1 NMNAT1 NOC3L NONO NOP10 NOP53 NOX4 NPAS2 NPM1 NPM2 NPPC NSD2 NSMCE1 NSMCE2 NSMCE3 NSMCE4A NT5E NT5M NTHL1 NUCKS1 NUDT1 NUDT15 NUDT16L1 NUGGC NVL NYNRIN OBI1 OGG1 OOEP ORC1 ORC2 ORC3 ORC4 ORC5 ORC6 OTUB1 OTUB2 OTUD4 PAGR1 PALB2 PARG PARK7 PARM1 PARN PARP1 PARP10 PARP2 PARP3 PARP4 PARP9 PARPBP PAX6 PAXIP1 PAXX PBRM1 PCLAF PCNA PDGFA PDGFB PDGFRB PDS5A PDS5B PGBD5 PHB1 PHF10 PIAS4 PIF1 PINX1 PKIB PLD3 PLD4 PML PMS1 PMS2 PMS2P1 PMS2P3 PMS2P5 PMS2P6 PNKP POGZ POLA1 POLA2 POLB POLD1 POLD2 POLD3 POLD4 POLDIP2 POLE POLE2 POLE3 POLE4 POLG POLG2 POLH POLI POLK POLL POLM POLN POLQ POLR2I POLRMT POT1 PPARGC1A PPM1D PPP1R10 PPP2CA PPP2R1A PPP4C PPP4R2 PPP4R3B PPP5C PRDM14 PRDM7 PRDM9 PRIM1 PRIM2 PRIMPOL PRKCD PRKCG PRKCQ PRKD2 PRKDC PRMT5 PRMT6 PRPF19 PSMC3IP PSMD14 PSME4 PTGES3 PTK2B PTMS PTPRC PTTG1 PURA PWWP3A RAD1 RAD17 RAD18 RAD21 RAD21L1 RAD23A RAD23B RAD50 RAD51 RAD51AP1 RAD51B RAD51C RAD51D RAD52 RAD54B RAD54L RAD9A RAD9B RADX RAG1 RAG2 RAN RBBP4 RBBP6 RBBP7 RBBP8 RBMS1 RBX1 RCHY1 REC114 REC8 RECQL RECQL4 RECQL5 REPIN1 REV1 REV3L REXO2 REXO4 RFC1 RFC2 RFC3 RFC4 RFC5 RFWD3 RGCC RGN RHNO1 RIF1 RLF RMI1 RMI2 RNASEH1 RNASEH2A RNASEH2B RNASEH2C RNF111 RNF113A RNF138 RNF168 RNF169 RNF212 RNF212B RNF8 RPA1 RPA2 RPA3 RPA4 RPS3 RRM1 RRM2 RRM2B RTEL1 RTF2 RUVBL1 RUVBL2 S100A11 SAMHD1 SANBR SCAND3 SDE2 SENP3 SESN2 SET SETD2 SETMAR SETX SF3B3 SF3B5 SFPQ SFR1 SGF29 SH2B1 SHLD1 SHLD2 SHLD3 SHOC1 SHPRH SIN3A SIRT1 SIRT6 SIRT7 SLC15A4 SLC30A9 SLF1 SLF2 SLFN11 SLX1A SLX1B SLX4 SMARCA2 SMARCA4 SMARCA5 SMARCAD1 SMARCAL1 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMC1A SMC3 SMC5 SMC6 SMCHD1 SMG1 SMG5 SMG6 SMOC2 SMPD3 SMUG1 SP100 SPATA22 SPDYA SPHK1 SPIDR SPIRE1 SPIRE2 SPO11 SPOCD1 SPRTN SRC SSBP1 SSRP1 ST20 STAT6 STN1 STOX1 STPG1 STPG4 STRA8 STUB1 SUB1 SUMO1 SUPT16H SUPT20H SUPT3H SUPT6H SUPT7L SUPV3L1 SWAP70 SWI5 SWSAP1 SYCE3 SYCP1 TADA1 TADA2B TADA3 TAF10 TAF12 TAF2 TAF4 TAF5 TAF5L TAF6 TAF6L TAF7 TAF9 TAOK1 TAOK3 TATDN1 TBRG1 TBX21 TCF3 TCF7L2 TCP1 TDG TDP1 TDP2 TEFM TELO2 TEN1 TENT4A TENT4B TEP1 TERB1 TERB2 TERC TERF1 TERF2 TERF2IP TERT TET1 TET2 TET3 TEX11 TEX12 TEX15 TEX19 TEX264 TFDP1 TFIP11 TFPT TFRC TGFB1 THAP9 THOC1 TICRR TIGAR TIMELESS TINF2 TIPIN TK1 TK2 TMEM161A TNF TNFAIP1 TNFSF13 TNFSF4 TNKS TNKS1BP1 TNKS2 TNP1 TOM1L1 TONSL TOP1 TOP1MT TOP2A TOP2B TOP3A TOP3B TOPBP1 TOX TP53 TP53BP1 TP73 TRAIP TREX1 TREX2 TRIM28 TRIP12 TRIP13 TRRAP TSN TSPYL2 TTC5 TTF1 TTF2 TWIST1 TWNK TYMS UBE2A UBE2B UBE2D3 UBE2N UBE2NL UBE2T UBE2V1 UBE2V2 UBE2W UBQLN4 UBR2 UBR5 UCHL5 UCN UFL1 UHRF1 UIMC1 UNG UPF1 USP1 USP10 USP22 USP28 USP3 USP37 USP43 USP44 USP45 USP47 USP51 USP7 USP9X UVRAG UVSSA VCP VCPIP1 VPS54 VPS72 WAPL WAS WDHD1 WDR18 WDR33 WDR48 WIZ WRAP53 WRN WRNIP1 WT1 XAB2 XNDC1N XPA XPC XRCC1 XRCC2 XRCC3 XRCC4 XRCC5 XRCC6 XRN1 YEATS4 YLPM1 YY1 ZBTB1 ZBTB38 ZBTB48 ZBTB7A ZCWPW1 ZFYVE26 ZGRF1 ZMPSTE24 ZMYND8 ZNF365 ZNF668 ZNF827 ZNF830 ZPR1 ZRANB3 ZSCAN4 ZSWIM7 GOBP_DNA_METHYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DNA_METHYLATION ARID4A ARID4B ATF7IP ATRX BAZ2A BEND3 BMI1 CTCF DNMT1 DNMT3A DNMT3B DNMT3L EHMT1 EHMT2 EOMES EZH2 FOS GATAD2A GRHL2 HELLS HEMK1 KMT2A KMT2E MAPT-AS1 MBD1 MBD2 MBD3 MECP2 METTL4 METTL7A MGMT MIR29A MIR29B1 MIR29C MIS18A MPHOSPH8 MTA2 MTRR N6AMT1 PARP1 PAX6 PPM1D PRDM14 PRMT5 RLF SMARCA5 SPOCD1 STPG4 WT1 ZMPSTE24 GOBP_DNA_METHYLATION_DEPENDENT_HETEROCHROMATIN_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DNA_METHYLATION_DEPENDENT_HETEROCHROMATIN_FORMATION AICDA APOBEC1 ATF7IP ATF7IP2 DNMT1 DNMT3A DYRK1A HDAC1 HELLS KDM1A L3MBTL3 MBD2 MBD3 MBD3L1 MBD3L2 MBD3L2B MBD3L3 MBD3L4 MBD3L5 MORC2 MPHOSPH8 MYC PPHLN1 RESF1 SAMD1 SETDB1 SETDB2 SIRT1 TASOR TET1 TEX15 TRIM28 ZNF304 GOBP_DNA_METHYLATION_ON_CYTOSINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DNA_METHYLATION_ON_CYTOSINE DNMT1 DNMT3A DNMT3B DNMT3L EHMT2 STPG4 GOBP_DNA_MODIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DNA_MODIFICATION A1CF AICDA ALKBH1 ALKBH2 ALKBH3 ALKBH4 APEX1 APOBEC1 APOBEC2 APOBEC3A APOBEC3B APOBEC3C APOBEC3D APOBEC3F APOBEC3G APOBEC3H ARID4A ARID4B ASCC1 ASCC2 ASCC3 ATF7IP ATRX BAZ2A BEND3 BMI1 CDADC1 CTCF CYP1B1 DNMT1 DNMT3A DNMT3B DNMT3L DNTT DPPA3 EHMT1 EHMT2 EOMES EXOSC3 EXOSC4 EXOSC5 EXOSC6 EZH2 FOS FTO GATA3 GATAD2A GRHL2 HELLS HEMK1 HNRNPAB KMT2A KMT2E MAPT-AS1 MBD1 MBD2 MBD3 MBD4 MECP2 METTL4 METTL7A MGMT MIR29A MIR29B1 MIR29C MIS18A MPG MPHOSPH8 MTA2 MTRR MUTYH N6AMT1 NEIL1 NEIL2 NEIL3 NTHL1 OGG1 OTUD4 PARP1 PARP2 PARP3 PAX6 PPM1D PRDM14 PRMT5 RLF SMARCA5 SMUG1 SPOCD1 STPG1 STPG4 TDG TET1 TET2 TET3 TOX TREX1 TRIM28 UNG USP7 USP9X WT1 ZMPSTE24 GOBP_DNA_PROTECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DNA_PROTECTION CBS DCTPP1 ENSG00000274276 ERCC6 GLRX2 NUDT1 NUDT15 GOBP_DNA_RECOMBINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DNA_RECOMBINATION ABL1 ACTB ACTL6A ACTR2 ACTR5 ACTR8 AICDA ALYREF ANKLE1 ANKRD31 AP5S1 AP5Z1 APEX1 APEX2 APLF ARID2 ATAD5 ATM AUNIP BARD1 BATF BCL11B BCL6 BLM BRCA1 BRCA2 BRD8 BRIP1 BRME1 C11orf80 C14orf39 C1orf146 CCNB1IP1 CCR6 CD28 CD40 CD40LG CDC45 CDC7 CENPS CENPX CGAS CHD4 CHEK1 CLCF1 CNTD1 CYREN DCAF1 DCLRE1C DMAP1 DMC1 EID3 EME1 EME2 ENDOG EP400 EPC1 EPC2 ERCC1 ERCC2 ERCC4 ERCC5 ERCC6 EXD2 EXO1 EXOSC3 EXOSC6 FAN1 FANCB FANCD2 FANCM FBH1 FEN1 FIGNL1 FOXP3 FUS GEN1 GINS2 GINS4 H1-0 H1-1 H1-10 H1-2 H1-3 H1-4 H1-5 H1-6 H1-7 H1-8 H1-9P H2AX HDAC10 HDGFL2 HELB HELQ HFM1 HMCES HMGB1 HMGB2 HMGB3 HROB HSF2BP HSPD1 HUS1 HUS1B IHO1 IL10 IL2 IL27RA IL4 IL7R ING3 INIP INO80 INO80B INO80C INO80D INO80E INTS3 KASH5 KAT5 KDM1A KDM4D KHDC3L KIN KLHDC3 KLHL15 KMT5A KMT5B KMT5C KPNA1 KPNA2 LEF1 LIG1 LIG3 LIG4 MAD2L2 MAGEF1 MAJIN MBTD1 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 MCM9 MCMDC2 MCRS1 MEAF6 MEI4 MEIOB MLH1 MLH3 MMS19 MMS22L MND1 MORF4L1 MORF4L2 MRE11 MRGBP MRNIP MSH2 MSH3 MSH4 MSH5 MSH6 MUS81 NABP1 NABP2 NBN NDFIP1 NFKBIZ NFRKB NHEJ1 NIPBL NONO NSD2 NSMCE1 NSMCE2 NSMCE3 NSMCE4A NUCKS1 OOEP PAGR1 PALB2 PARP1 PARP3 PARPBP PAXIP1 PGBD5 PIAS4 PIF1 PMS2 POGZ POLB POLL POLM POLN POLQ PPP4C PPP4R2 PRDM7 PRDM9 PRKDC PSMC3IP PSMD14 PTPRC RAD21 RAD21L1 RAD50 RAD51 RAD51AP1 RAD51B RAD51C RAD51D RAD52 RAD54B RAD54L RADX RAG1 RAG2 RBBP8 REC114 REC8 RECQL RECQL4 RECQL5 REV3L RFWD3 RHNO1 RIF1 RMI1 RMI2 RNF138 RNF168 RNF169 RNF212 RNF212B RNF8 RPA1 RPA2 RPA3 RPA4 RTEL1 RUVBL1 RUVBL2 SAMHD1 SANBR SENP3 SETD2 SETX SFPQ SFR1 SHLD1 SHLD2 SHLD3 SHOC1 SIRT6 SLC15A4 SLF1 SLF2 SLX1A SLX1B SLX4 SMARCAD1 SMC5 SMC6 SMCHD1 SPIDR SPO11 STAT6 SUPT6H SUPV3L1 SWAP70 SWI5 SWSAP1 SYCE3 SYCP1 TBX21 TCF3 TEP1 TERB1 TERB2 TERF2 TERF2IP TEX11 TEX15 TEX19 TFPT TFRC TGFB1 THAP9 THOC1 TIMELESS TNFSF13 TNFSF4 TONSL TOP2A TOP2B TOP3A TOPBP1 TP53BP1 TREX1 TRIP13 TRRAP TSN UBE2B UBE2N UBQLN4 UBR2 UCHL5 UHRF1 UNG USP51 VPS72 WAS WDR48 WRAP53 WRN XRCC1 XRCC2 XRCC3 XRCC4 XRCC5 XRCC6 YEATS4 YY1 ZCWPW1 ZFYVE26 ZMYND8 ZNF365 ZRANB3 ZSCAN4 ZSWIM7 GOBP_DNA_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DNA_REPAIR ABL1 ABRAXAS1 ACTB ACTL6A ACTL6B ACTR2 ACTR5 ACTR8 ADPRS ALKBH1 ALKBH2 ALKBH3 ANKLE1 AP5S1 AP5Z1 APEX1 APEX2 APLF APTX ARID1A ARID1B ARID2 ASCC1 ASCC2 ASCC3 ASF1A ATM ATP23 ATR ATRIP ATRX ATXN3 ATXN7 ATXN7L3 AUNIP AXIN2 BABAM1 BABAM2 BACH1 BARD1 BCCIP BCL7A BCL7B BCL7C BLM BOD1L1 BRCA1 BRCA2 BRCC3 BRD7 BRD8 BRIP1 BRME1 BTG2 C14orf39 C1orf112 CBX8 CCDC117 CDC14B CDC45 CDC5L CDC7 CDCA5 CDK1 CDK2 CDK7 CDK9 CDKN2D CEBPG CENPS CENPX CEP164 CETN1 CETN2 CGAS CHAF1A CHAF1B CHD1L CHD4 CHEK1 CHEK2 CHRNA4 CIB1 CINP CLSPN COMMD1 CRY2 CSNK1E CUL4A CUL4B CYREN DCLRE1A DCLRE1B DCLRE1C DDB1 DDB2 DDX1 DDX11 DEK DHX9 DMAP1 DMC1 DNA2 DNTT DOT1L DPF1 DPF2 DPF3 DTL DTX3L DYRK1B EEPD1 EGFR EID3 EME1 EME2 EMSY ENDOV ENY2 EP400 EPC1 EPC2 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC6L2 ERCC8 ESCO2 ETAA1 EXD2 EXO1 EXO5 EYA1 EYA2 EYA3 EYA4 FAAP100 FAAP20 FAAP24 FAM111A FAM168A FAN1 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FBH1 FBXO6 FBXW7 FEN1 FGF10 FH FIGNL1 FMN2 FMR1 FOXM1 FTO FUS FZR1 GADD45A GCNA GEN1 GGN GINS2 GINS4 GTF2H1 GTF2H2 GTF2H2C GTF2H2C_2 GTF2H3 GTF2H4 GTF2H5 H2AC25 H2AX HDAC10 HDGFL2 HELB HELQ HERC2 HINFP HLTF HMCES HMGA2 HMGB1 HMGB2 HMGN1 HPF1 HROB HSF1 HSF2BP HUS1 HUS1B HUWE1 IER3 IFFO1 ING3 INIP INO80 INO80B INO80C INO80D INO80E INTS3 JMY KASH5 KAT2A KAT2B KAT5 KAT7 KDM1A KDM2A KDM4D KHDC3L KIF22 KIN KLHL15 KMT5A KMT5B KMT5C LIG1 LIG3 LIG4 MACROH2A1 MAD2L2 MAGEF1 MAJIN MARCHF6-DT MARF1 MBD4 MBTD1 MC1R MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 MCM9 MCMDC2 MCRS1 MDC1 MEAF6 MEIOB MEIOC MEN1 MGME1 MGMT MIR221 MLH1 MLH3 MMS19 MMS22L MNAT1 MORF4L1 MORF4L2 MPG MPND MRE11 MRGBP MRNIP MSH2 MSH3 MSH4 MSH5 MSH6 MTA1 MUS81 MUTYH NABP1 NABP2 NBN NEIL1 NEIL2 NEIL3 NFRKB NHEJ1 NIPBL NONO NOP53 NPAS2 NPM1 NSD2 NSMCE1 NSMCE2 NSMCE3 NSMCE4A NTHL1 NUCKS1 NUDT1 NUDT16L1 NYNRIN OGG1 OOEP OTUB1 OTUB2 PAGR1 PALB2 PARG PARK7 PARP1 PARP10 PARP2 PARP3 PARP4 PARP9 PARPBP PAXIP1 PAXX PBRM1 PCLAF PCNA PDS5A PDS5B PHF10 PIAS4 PIF1 PML PMS1 PMS2 PMS2P1 PMS2P3 PMS2P5 PMS2P6 PNKP POGZ POLA1 POLB POLD1 POLD2 POLD3 POLD4 POLDIP2 POLE POLE2 POLG POLH POLI POLK POLL POLM POLN POLQ POLR2I POT1 PPP4C PPP4R2 PPP4R3B PPP5C PRDM9 PRIMPOL PRKCG PRKDC PRMT6 PRPF19 PSMD14 PSME4 PTTG1 PWWP3A RAD1 RAD17 RAD18 RAD21 RAD21L1 RAD23A RAD23B RAD50 RAD51 RAD51AP1 RAD51B RAD51C RAD51D RAD52 RAD54B RAD54L RAD9A RAD9B RADX RBBP8 RBX1 RCHY1 REC8 RECQL RECQL4 RECQL5 REV1 REV3L REXO4 RFC1 RFC2 RFC3 RFC4 RFC5 RFWD3 RHNO1 RIF1 RMI1 RMI2 RNASEH2A RNASEH2B RNASEH2C RNF111 RNF113A RNF138 RNF168 RNF169 RNF8 RPA1 RPA2 RPA3 RPA4 RPS3 RRM1 RRM2B RTEL1 RUVBL1 RUVBL2 SAMHD1 SENP3 SETD2 SETMAR SETX SF3B3 SF3B5 SFPQ SFR1 SGF29 SHLD1 SHLD2 SHLD3 SHPRH SIRT1 SIRT6 SIRT7 SLC30A9 SLF1 SLF2 SLX1A SLX1B SLX4 SMARCA2 SMARCA4 SMARCA5 SMARCAD1 SMARCAL1 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMC1A SMC3 SMC5 SMC6 SMCHD1 SMG1 SMUG1 SPATA22 SPIDR SPIRE1 SPIRE2 SPO11 SPRTN SSRP1 STUB1 SUMO1 SUPT16H SUPT20H SUPT3H SUPT7L SWI5 SWSAP1 SYCP1 TADA1 TADA2B TADA3 TAF10 TAF12 TAF2 TAF4 TAF5 TAF5L TAF6 TAF6L TAF7 TAF9 TAOK1 TAOK3 TDG TDP1 TDP2 TENT4A TERB1 TERB2 TERF2 TERF2IP TEX12 TEX15 TEX264 TFIP11 TFPT TICRR TIGAR TIMELESS TMEM161A TNKS1BP1 TNP1 TONSL TOP2B TOP3A TOPBP1 TP53 TP53BP1 TP73 TRAIP TREX1 TREX2 TRIM28 TRIP12 TRIP13 TRRAP TTC5 TTF2 TWIST1 UBE2A UBE2B UBE2D3 UBE2N UBE2NL UBE2T UBE2V1 UBE2V2 UBE2W UBQLN4 UBR5 UCHL5 UFL1 UHRF1 UIMC1 UNG UPF1 USP1 USP10 USP22 USP28 USP3 USP43 USP44 USP45 USP47 USP51 USP7 UVRAG UVSSA VCP VCPIP1 VPS72 WAS WDHD1 WDR33 WDR48 WRAP53 WRN WRNIP1 XAB2 XNDC1N XPA XPC XRCC1 XRCC2 XRCC3 XRCC4 XRCC5 XRCC6 YEATS4 YY1 ZBTB1 ZBTB7A ZCWPW1 ZFYVE26 ZGRF1 ZMPSTE24 ZMYND8 ZNF365 ZNF668 ZRANB3 ZSWIM7 GOBP_DNA_REPAIR_DEPENDENT_CHROMATIN_REMODELING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DNA_REPAIR_DEPENDENT_CHROMATIN_REMODELING APLF ASF1A BABAM1 BRCC3 DTX3L HDAC3 HDGFL2 HPF1 KAT5 KDM1A PARP2 PHF1 RNF168 RNF8 SIRT1 SIRT6 SIRT7 TRIP12 UBR5 USP3 GOBP_DNA_REPLICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DNA_REPLICATION ACTL6A ACTR5 ACTR8 ACVRL1 ADRA2A AICDA ALYREF ANKRD17 ASF1A ATAD5 ATF1 ATR ATRX BARD1 BAZ1A BCAR3 BCL6 BLM BOD1L1 BRCA1 BRCA2 BRPF3 CAMSAP3 CARM1 CCDC88A CCNA2 CCNE1 CCNE2 CDC34 CDC45 CDC6 CDC7 CDK1 CDK2 CDK2AP1 CDK9 CDT1 CENPS CENPX CHAF1A CHAF1B CHEK1 CHRAC1 CHTF18 CHTF8 CINP CIZ1 CTC1 DACH1 DBF4 DBF4B DDX11 DHX9 DNA2 DNAJA3 DNAJC2 DONSON DSCC1 DTD1 DTL DUT E2F7 E2F8 E4F1 EGF EGFR EHMT2 EME1 EME2 ENDOG ENPP7 EREG ESCO1 ESCO2 ETAA1 EXD2 FAF1 FAM111A FAM111B FANCM FBH1 FBXO5 FEN1 GDF2 GEN1 GINS1 GINS2 GINS3 GINS4 GLI1 GLI2 GMNC GMNN GRWD1 GTPBP4 HCRT HELB HMGA1 ID3 ING5 INO80 INO80B INO80C INO80D INO80E JADE1 JADE2 JADE3 KAT7 KHDC3L KIN LIG1 LIG3 LIG4 LPIN1 LRWD1 MAP2K4 MAS1 MCIDAS MCM10 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 MCM9 MCMBP MCRS1 MEAF6 METTL4 MGME1 MMS22L MRE11 MUS81 NAP1L1 NASP NBN NFIA NFIB NFIC NFIX NFRKB NOC3L NPM2 NT5M NUCKS1 NUGGC OBI1 OOEP ORC1 ORC2 ORC3 ORC4 ORC5 ORC6 PARP1 PCLAF PCNA PDS5A PIF1 PNKP POLA1 POLA2 POLB POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POLG POLG2 POLH POLI POLK POLL POLN POLQ POLRMT PPP2CA PPP2R1A PRIM1 PRIM2 PRIMPOL PTMS PURA RAD17 RAD50 RAD51 RBBP4 RBBP6 RBBP7 RBBP8 RBMS1 RECQL RECQL4 RECQL5 REPIN1 REV1 REV3L RFC1 RFC2 RFC3 RFC4 RFC5 RFWD3 RMI1 RMI2 RNASEH1 RNASEH2A RPA1 RPA2 RPA3 RPA4 RRM1 RRM2 RRM2B RTEL1 RTF2 RUVBL1 RUVBL2 S100A11 SAMHD1 SDE2 SET SETMAR SIN3A SLFN11 SLX4 SMARCA5 SMARCAL1 SMC3 SSBP1 SSRP1 STN1 STRA8 SUPT16H TBRG1 TEFM TERF1 TERF2 TFPT THOC1 TICRR TIMELESS TIPIN TK1 TNFAIP1 TONSL TOP1 TOP1MT TOPBP1 TP53 TRAIP TREX1 TSPYL2 TTF1 TWNK UCHL5 UCN UPF1 USP37 WAPL WDHD1 WDR18 WIZ WRN WRNIP1 YY1 ZBTB38 ZMPSTE24 ZNF365 ZNF830 ZPR1 ZRANB3 GOBP_DNA_REPLICATION_CHECKPOINT_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DNA_REPLICATION_CHECKPOINT_SIGNALING CAMSAP3 CDC45 CDC6 CDT1 CLSPN DNA2 HUS1 HUS1B NAE1 ORC1 RAD17 RAD9A RAD9B TICRR TIMELESS TIPIN TOPBP1 ZNF830 GOBP_DNA_REPLICATION_DEPENDENT_CHROMATIN_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DNA_REPLICATION_DEPENDENT_CHROMATIN_ASSEMBLY ASF1A ASF1B CHAF1A CHAF1B NASP RBBP4 GOBP_DNA_REPLICATION_INITIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DNA_REPLICATION_INITIATION CCNE1 CCNE2 CDC34 CDC45 CDC6 CDK2 CDT1 CIZ1 GINS3 GMNN KAT7 LRWD1 MCIDAS MCM10 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 NBN NOC3L ORC1 ORC2 ORC3 ORC4 ORC5 ORC6 POLA1 POLA2 PRIM1 PRIM2 PURA RPA4 TICRR TOPBP1 WRNIP1 GOBP_DNA_REPLICATION_SYNTHESIS_OF_RNA_PRIMER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DNA_REPLICATION_SYNTHESIS_OF_RNA_PRIMER HELB POLA1 POLA2 POLRMT PRIM1 PRIM2 PRIMPOL GOBP_DNA_STRAND_ELONGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DNA_STRAND_ELONGATION ACTL6A ACTR5 ACTR8 DCLRE1B DNA2 GINS1 INO80 INO80B INO80C INO80D INO80E LIG1 LIG3 MCM3 MCM4 MCM7 MCRS1 MRE11 NBN NFRKB NUCKS1 PCNA POLA1 POLD2 POLD3 POLE POLE3 POT1 RAD50 RFC3 RFC4 RUVBL1 RUVBL2 TERT TFPT UCHL5 YY1 GOBP_DNA_STRAND_ELONGATION_INVOLVED_IN_DNA_REPLICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DNA_STRAND_ELONGATION_INVOLVED_IN_DNA_REPLICATION DNA2 GINS1 LIG1 LIG3 MCM3 MCM4 MCM7 PCNA POLA1 POLD2 POLD3 POLE POLE3 RFC3 RFC4 GOBP_DNA_STRAND_RESECTION_INVOLVED_IN_REPLICATION_FORK_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DNA_STRAND_RESECTION_INVOLVED_IN_REPLICATION_FORK_PROCESSING BARD1 BRCA1 MRE11 NBN RAD50 RBBP8 SAMHD1 ZNF365 GOBP_DNA_SYNTHESIS_INVOLVED_IN_DNA_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DNA_SYNTHESIS_INVOLVED_IN_DNA_REPAIR CDKN2D DTL FAAP20 HROB MAD2L2 PARP10 PCLAF PCNA POLA1 POLD1 POLD2 POLD3 POLD4 POLDIP2 POLE POLE2 POLH POLI POLK POLN PRIMPOL RCHY1 REV1 REV3L RFC3 RRM1 RRM2B SIRT1 SPATA22 SPRTN SYCP1 TEX12 TREX1 USP1 USP10 USP43 VCP WRN WRNIP1 ZBTB1 GOBP_DNA_TEMPLATED_DNA_REPLICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DNA_TEMPLATED_DNA_REPLICATION AICDA ALYREF ASF1A ATAD5 ATR ATRX BARD1 BAZ1A BCL6 BLM BOD1L1 BRCA1 BRCA2 CAMSAP3 CARM1 CCNE1 CCNE2 CDC34 CDC45 CDC6 CDC7 CDK2 CDK2AP1 CDK9 CDT1 CENPS CENPX CHRAC1 CHTF18 CHTF8 CIZ1 DACH1 DBF4 DBF4B DDX11 DNA2 DNAJA3 DONSON DSCC1 E2F7 E2F8 EME1 EME2 ENDOG ETAA1 EXD2 FAM111A FANCM FBH1 FBXO5 FEN1 GEN1 GINS1 GINS2 GINS3 GINS4 GMNN HELB HMGA1 INO80 KAT7 KHDC3L LIG1 LIG3 LRWD1 MCIDAS MCM10 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 MCM9 MCMBP METTL4 MGME1 MMS22L MRE11 MUS81 NBN NOC3L NUCKS1 NUGGC OOEP ORC1 ORC2 ORC3 ORC4 ORC5 ORC6 PARP1 PCNA PNKP POLA1 POLA2 POLB POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POLG POLG2 POLN POLQ POLRMT PRIM1 PRIM2 PRIMPOL PURA RAD50 RAD51 RBBP8 RECQL RECQL4 RECQL5 REV3L RFC1 RFC2 RFC3 RFC4 RFC5 RFWD3 RPA1 RPA4 RRM1 RRM2B RTEL1 RTF2 SAMHD1 SETMAR SLFN11 SMARCAL1 SSBP1 TEFM TERF1 TERF2 THOC1 TICRR TIMELESS TIPIN TK1 TONSL TOPBP1 TRAIP TWNK UPF1 WDHD1 WDR18 WIZ WRN WRNIP1 ZMPSTE24 ZNF365 ZNF830 ZPR1 ZRANB3 GOBP_DNA_TEMPLATED_DNA_REPLICATION_MAINTENANCE_OF_FIDELITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DNA_TEMPLATED_DNA_REPLICATION_MAINTENANCE_OF_FIDELITY ALYREF ASF1A ATR ATRX BARD1 BLM BOD1L1 BRCA1 BRCA2 CAMSAP3 CARM1 CDK9 CENPS CENPX DDX11 DNA2 DONSON EME1 EME2 ETAA1 EXD2 FAM111A FANCM FBH1 GEN1 KHDC3L MCM8 MCM9 MMS22L MRE11 MUS81 NBN NUCKS1 OOEP PARP1 PCNA POLD1 POLE PRIMPOL RAD50 RAD51 RBBP8 RFWD3 RTEL1 SAMHD1 SETMAR SLFN11 SMARCAL1 THOC1 TIMELESS TIPIN TONSL TRAIP WRN ZNF365 ZRANB3 GOBP_DNA_TEMPLATED_TRANSCRIPTION_ELONGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DNA_TEMPLATED_TRANSCRIPTION_ELONGATION ADRM1 ALYREF AXIN1 BRD4 BTBD18 CCAR2 CCNK CCNT1 CCNT2 CDC73 CDK12 CDK13 CDK9 CTDP1 CTNNB1 CTR9 DDX39B EAF1 EAF2 EAPP ELL ELL2 ELL3 ELOA ELOA2 ELOB ELOF1 ELP2 ELP4 ENY2 ERCC2 ERCC3 ERCC6 EZH2 GLYR1 GTF2F1 GTF2F2 GTF2H5 HEXIM1 HMGN1 HNRNPU HTATSF1 INTS1 INTS10 INTS11 INTS12 INTS13 INTS14 INTS2 INTS3 INTS4 INTS5 INTS6 INTS7 INTS8 INTS9 IWS1 KAT7 LARP7 LDB1 LEO1 MED1 MED10 MED11 MED14 MED15 MED16 MED17 MED18 MED19 MED20 MED21 MED22 MED23 MED24 MED25 MED26 MED27 MED28 MED29 MED30 MED31 MED4 MED6 MED7 MED8 MED9 NCBP1 NCBP2 NELFA NELFB NELFCD NELFE PAF1 PARP1 PBRM1 PCID2 POLR1E POLR2I POLR2M PWWP2A PWWP2B RECQL5 RN7SK RNF168 RNF8 RTF1 SART3 SCAF8 SETD2 SETD5 SHH SIRT6 SKIC8 SOX10 SUPT16H SUPT4H1 SUPT5H SUPT6H TCEA1 TCEA2 TCEA3 TCERG1 TEFM THOC1 THOC5 TSFM USP15 VHL WDR43 WDR82 ZC3H4 ZMYND11 ZMYND8 ZNF326 GOBP_DNA_TEMPLATED_TRANSCRIPTION_INITIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DNA_TEMPLATED_TRANSCRIPTION_INITIATION ATF7IP BAZ2A BCLAF1 BDP1 BRF1 BRF2 CAND1 CAVIN1 CCNH CDK4 CDK7 CDK9 CRCP CTNNBIP1 DHX36 DR1 E2F2 E2F3 ELOA ELOB ELOC ERCC1 ERCC3 ERCC6 ESR1 FOSL1 GTF2A1 GTF2A1L GTF2A2 GTF2B GTF2E1 GTF2E2 GTF2F1 GTF2F2 GTF2H2 GTF2H5 GTF3C1 GTF3C4 GTF3C5 HEY2 HMGB1 HNF1A HNF1B JUN MAZ MDC1 MED1 MED10 MED11 MED12 MED13 MED14 MED15 MED16 MED17 MED18 MED19 MED20 MED21 MED22 MED23 MED24 MED25 MED26 MED27 MED28 MED29 MED30 MED31 MED4 MED6 MED7 MED8 MED9 MITF MORC1 NAT14 NCOA6 NFKB1 NFKBIA NFKBIZ NKX2-5 PAAF1 PAXIP1 PCID2 POLR1E POLR1F POLR2D POLR2G POLR2I POLR3H POLRMT PPARGC1A PPM1D PSMC6 PWWP2A RRN3 RRN3P1 RRN3P2 RSF1 SETX SMARCA4 SMARCA5 SMARCB1 SNAPC5 SRF SUB1 TAF1 TAF10 TAF11 TAF11L10 TAF11L11 TAF11L12 TAF11L13 TAF11L14 TAF11L2 TAF11L3 TAF11L4 TAF11L6 TAF11L7 TAF11L8 TAF11L9 TAF12 TAF13 TAF1B TAF1C TAF1L TAF2 TAF3 TAF4 TAF4B TAF5 TAF6 TAF6L TAF7 TAF7L TAF8 TAF9 TAF9B TBP TBPL1 TBPL2 TFAM TFB1M TFB2M THRA TP53 TWIST1 UBTF UBTFL1 UBTFL6 WNT10B ZNF451 ZNHIT1 GOBP_DNA_TEMPLATED_TRANSCRIPTION_TERMINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DNA_TEMPLATED_TRANSCRIPTION_TERMINATION CAVIN1 DHX9 MAZ MED18 MTERF1 MTERF2 PCF11 POLR1H POLR2A POLR3K PRMT5 SCAF4 SCAF8 SETX SMN1 SMN2 SSU72 SSU72L1 SSU72L2 SSU72L3 SSU72L4 SSU72L5 SSU72L6 TTF1 TTF2 WDR82 WNK1 XRN2 ZC3H4 ZMPSTE24 GOBP_DNA_TOPOLOGICAL_CHANGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DNA_TOPOLOGICAL_CHANGE ERCC3 HMGB1 HMGB2 TOP1 TOP1MT TOP2A TOP2B TOP3A TOP3B GOBP_DNA_UNWINDING_INVOLVED_IN_DNA_REPLICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DNA_UNWINDING_INVOLVED_IN_DNA_REPLICATION BLM CDC45 GINS1 GINS2 GINS3 GINS4 HMGA1 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 PURA RAD51 RECQL RECQL4 RECQL5 SSBP1 TWNK WRN GOBP_DOLICHYL_DIPHOSPHATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DOLICHYL_DIPHOSPHATE_METABOLIC_PROCESS DHDDS DOLK DOLPP1 NUS1 SRD5A3 GOBP_DOPAMINERGIC_NEURON_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DOPAMINERGIC_NEURON_DIFFERENTIATION CDNF CSNK1D CSNK1E CTNNB1 DKK1 DMRTA2 EN1 EN2 FERD3L FGF20 FGF8 FOXA1 FOXA2 FZD1 GSK3B HIF1A HPRT1 LMX1A LMX1B LRP6 MANF NR4A2 OTP OTX2 PHOX2A PHOX2B PITX3 RSPO2 RYK SFRP1 SFRP2 SHH SMO TIAM1 VEGFA VEGFD WNT1 WNT2 WNT3 WNT3A WNT5A WNT9B GOBP_DOPAMINE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DOPAMINE_BIOSYNTHETIC_PROCESS ALDH2 DAO DDC GCH1 GPR37 NR4A2 PARK7 SLC6A3 SNCA TGFB2 TH VPS35 GOBP_DOPAMINE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DOPAMINE_METABOLIC_PROCESS ABAT ALDH2 ATP7A CHRNB2 COMT DAO DBH DDC DRD1 DRD2 DRD3 DRD4 GCH1 GNAT2 GPR37 GRIN2A HPRT1 HTR1A ITGAM ITGB2 MAOA MAOB MOXD1 MOXD2P NPR1 NR4A2 PARK7 PDE1B PNKD PRKN SLC1A1 SLC6A3 SNCA SNCAIP SNCB SULT1A3 SULT1A4 TACR3 TGFB2 TH VPS35 GOBP_DOPAMINE_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DOPAMINE_RECEPTOR_SIGNALING_PATHWAY ADCY5 ADCY6 ALK ARRB2 CALY CAV2 DRD1 DRD2 DRD3 DRD4 DRD5 DTNBP1 FLNA GNA11 GNA14 GNA15 GNAI3 GNAO1 GNAQ GNAS GNB1 GNB5 GNG2 GSK3A GSK3B KLF16 LRRK2 NCSTN NHERF1 NSG1 NSG2 PALM PRMT5 PTGER1 RGS4 RGS8 SLC1A1 VPS35 GOBP_DOPAMINE_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DOPAMINE_SECRETION ABAT CHRNA4 CHRNA6 CHRNB2 CNR1 CXCL12 DRD2 DRD3 DTNBP1 FGF20 GABBR1 GDNF GNAT1 GRM2 HTR1B HTR2A KCNA2 KPNA4 OPRK1 PINK1 PRKCB PRKN SLC18A2 SNCA SNCG SYT1 SYT10 SYT11 SYT12 SYT13 SYT15 SYT17 SYT2 SYT3 SYT4 SYT5 SYT6 SYT7 SYT8 SYT9 TGM2 GOBP_DOPAMINE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DOPAMINE_TRANSPORT ABAT CHRM5 CHRNA4 CHRNA6 CHRNB2 CNR1 CXCL12 DRD1 DRD2 DRD3 DRD4 DTNBP1 FGF20 GABBR1 GDNF GNAT1 GRM2 HTR1B HTR2A KCNA2 KPNA4 MAPK15 OPRK1 PARK7 PINK1 PRKCB PRKN RAB3B SLC18A2 SLC22A1 SLC22A2 SLC22A3 SLC29A3 SLC29A4 SLC6A2 SLC6A3 SNCA SNCG SYT1 SYT10 SYT11 SYT12 SYT13 SYT15 SYT17 SYT2 SYT3 SYT4 SYT5 SYT6 SYT7 SYT8 SYT9 TGM2 TOR1A GOBP_DORSAL_AORTA_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DORSAL_AORTA_DEVELOPMENT ACVRL1 BMPR1A DLL4 ENG HEY1 HEY2 NGFR NKX3-1 RBPJ SRF GOBP_DORSAL_AORTA_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DORSAL_AORTA_MORPHOGENESIS ACVRL1 BMPR1A DLL4 ENG HEY1 HEY2 RBPJ SRF GOBP_DORSAL_ROOT_GANGLION_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DORSAL_ROOT_GANGLION_DEVELOPMENT CTNNB1 NRP1 NRP2 POU4F2 RGS4 TUBB3 UNC5C GOBP_DORSAL_SPINAL_CORD_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DORSAL_SPINAL_CORD_DEVELOPMENT ASCL1 DAAM2 DRAXIN DRGX GDF7 GDNF GSX1 GSX2 HOXB8 LHX1 LHX3 LHX5 LMO4 MDGA1 PBX3 PROX1 TAL1 UNCX WNT1 WNT3A GOBP_DORSAL_VENTRAL_AXIS_SPECIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DORSAL_VENTRAL_AXIS_SPECIFICATION AXIN1 AXIN2 BMPR1A CTNNB1 CXXC4 MDFI PAX6 SFRP1 SMAD2 SMAD6 VAX2 WNT3 GOBP_DORSAL_VENTRAL_NEURAL_TUBE_PATTERNING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DORSAL_VENTRAL_NEURAL_TUBE_PATTERNING BMP4 CDK20 CPLANE2 FKBP8 FOXA1 GLI3 GORAB GPR161 GSC MKS1 PRKACA PRKACB PSEN1 PTCH1 RNF220 SHH SMO SUFU TBC1D32 TCTN1 TMED2 TULP3 WDR19 WNT3A GOBP_DORSAL_VENTRAL_PATTERN_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DORSAL_VENTRAL_PATTERN_FORMATION ACVR1 ACVRL1 AIDA ARL13B ASCL1 AXIN1 AXIN2 BMP1 BMP4 BMPR1A BMPR1B CDK20 CER1 CHRD CPLANE2 CTNNB1 CXXC4 DBX1 DDIT3 DISP1 DLL4 DMRT3 DSCAML1 DYNC2H1 EDN1 EN1 FBXL15 FGF8 FKBP8 FOXA1 FOXG1 FOXN4 GLI1 GLI2 GLI3 GORAB GPR161 GREM1 GREM2 GSC GSX2 HHIP HOXA11 HOXA2 HOXB2 HOXD11 IFT122 IFT172 IFT52 INTU LHX1 LHX2 LHX3 LMX1B LRP4 MDFI MICOS10-NBL1 MKS1 NBL1 NKX2-1 NKX2-2 NOG NOTO OVOL2 PAX6 PRKACA PRKACB PROP1 PSEN1 PTCH1 RFX4 RFX8 RNF220 SFRP1 SHH SIX3 SMAD2 SMAD6 SMO SOSTDC1 SOX1 SP8 SUFU TBC1D32 TBX20 TCTN1 TLL1 TLL2 TMED2 TTC21B TULP3 VAX2 WDR19 WNT3 WNT3A WNT7A WNT8B GOBP_DOSAGE_COMPENSATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DOSAGE_COMPENSATION BRCA1 CDYL EIF1 EXOSC10 HCFC1 HNRNPU JARID2 KANSL1 KANSL2 KANSL3 KAT8 LRIF1 MACROH2A1 MACROH2A2 MCRS1 METTL3 MSL1 MSL2 MSL3 OGT PCGF3 PCGF5 PHF20 PRDM14 RBM15 RBM15B RLIM SMCHD1 SUZ12 TSIX WDR5 XIST YTHDC1 GOBP_DOUBLE_STRAND_BREAK_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DOUBLE_STRAND_BREAK_REPAIR ABL1 ABRAXAS1 ACTB ACTL6A ACTL6B ACTR2 ACTR5 ACTR8 ANKLE1 AP5S1 AP5Z1 APLF ARID1A ARID1B ARID2 ATM ATP23 ATR ATRIP AUNIP BABAM1 BABAM2 BCL7A BCL7B BCL7C BLM BRCA1 BRCA2 BRCC3 BRD7 BRD8 BRIP1 BRME1 C14orf39 CDC45 CDC7 CDCA5 CGAS CHD4 CHEK1 CHEK2 CIB1 CYREN DCLRE1A DCLRE1B DCLRE1C DDX1 DDX11 DEK DMAP1 DMC1 DNA2 DNTT DPF1 DPF2 DPF3 DTX3L EID3 EME1 EME2 EP400 EPC1 EPC2 ERCC1 ERCC4 ERCC5 ERCC6 ERCC8 ESCO2 EXD2 EYA1 EYA3 FAN1 FANCB FANCD2 FANCM FBH1 FEN1 FIGNL1 FMN2 FOXM1 FUS GEN1 GGN GINS2 GINS4 H2AX HDGFL2 HELB HELQ HMCES HMGA2 HMGB1 HMGB2 HPF1 HSF1 HSF2BP HUS1 HUS1B IFFO1 ING3 INIP INO80 INTS3 KASH5 KAT5 KDM1A KDM2A KDM4D KHDC3L KLHL15 KMT5A KMT5B KMT5C LIG3 LIG4 MAD2L2 MAGEF1 MAJIN MARF1 MBTD1 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 MCM9 MCMDC2 MEAF6 MEIOB MEIOC MGMT MIR221 MLH1 MMS19 MMS22L MORF4L1 MORF4L2 MPND MRE11 MRGBP MRNIP MSH2 MTA1 MUS81 NABP1 NABP2 NBN NHEJ1 NIPBL NSD2 NSMCE1 NSMCE2 NSMCE3 NSMCE4A NUCKS1 NUDT16L1 OGG1 OOEP OTUB1 OTUB2 PALB2 PARP1 PARP2 PARP3 PARP9 PARPBP PAXX PBRM1 PHF10 PIAS4 PML PNKP POGZ POLA1 POLB POLL POLM POLN POLQ POT1 PPP4C PPP4R2 PPP4R3B PPP5C PRDM9 PRKDC PRPF19 PSMD14 RAD21 RAD21L1 RAD50 RAD51 RAD51AP1 RAD51B RAD51C RAD51D RAD52 RAD54B RAD54L RADX RBBP8 REC8 RECQL RECQL4 RECQL5 REV3L RFWD3 RIF1 RMI1 RMI2 RNF138 RNF168 RNF169 RNF8 RPA1 RPA2 RPA3 RPA4 RTEL1 RUVBL1 RUVBL2 SAMHD1 SENP3 SETD2 SETMAR SETX SFPQ SFR1 SHLD1 SHLD2 SHLD3 SIRT1 SIRT6 SLF1 SLF2 SLX1A SLX1B SLX4 SMARCA2 SMARCA4 SMARCAD1 SMARCAL1 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMC5 SMC6 SMCHD1 SPIDR SPIRE1 SPIRE2 SPO11 SWI5 SWSAP1 TDP1 TDP2 TENT4A TERB1 TERB2 TERF2IP TEX15 TFIP11 TIMELESS TNKS1BP1 TONSL TOP2B TOP3A TP53 TP53BP1 TRIP13 TRRAP TWIST1 UBE2N UBE2V2 UBQLN4 UHRF1 UIMC1 USP51 UVRAG VCP VPS72 WAS WDR48 WRAP53 WRN XRCC1 XRCC2 XRCC3 XRCC4 XRCC5 XRCC6 YEATS4 YY1 ZBTB7A ZCWPW1 ZFYVE26 ZGRF1 ZMYND8 ZNF365 ZSWIM7 GOBP_DOUBLE_STRAND_BREAK_REPAIR_INVOLVED_IN_MEIOTIC_RECOMBINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DOUBLE_STRAND_BREAK_REPAIR_INVOLVED_IN_MEIOTIC_RECOMBINATION BRIP1 BRME1 DMC1 FANCD2 HSF2BP MAJIN PRDM9 RAD51 SPO11 TERB1 TERB2 GOBP_DOUBLE_STRAND_BREAK_REPAIR_VIA_BREAK_INDUCED_REPLICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DOUBLE_STRAND_BREAK_REPAIR_VIA_BREAK_INDUCED_REPLICATION CDC45 CDC7 GINS2 GINS4 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCMDC2 MUS81 GOBP_DOUBLE_STRAND_BREAK_REPAIR_VIA_CLASSICAL_NONHOMOLOGOUS_END_JOINING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DOUBLE_STRAND_BREAK_REPAIR_VIA_CLASSICAL_NONHOMOLOGOUS_END_JOINING ERCC6 ERCC8 LIG4 UVRAG XRCC6 ZBTB7A GOBP_DOUBLE_STRAND_BREAK_REPAIR_VIA_NONHOMOLOGOUS_END_JOINING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DOUBLE_STRAND_BREAK_REPAIR_VIA_NONHOMOLOGOUS_END_JOINING ACTR2 APLF ATM ATP23 AUNIP CYREN DCLRE1A DCLRE1B DCLRE1C DEK DNTT ERCC1 ERCC4 ERCC6 ERCC8 HELQ HMCES HMGA2 HMGB1 HMGB2 HSF1 IFFO1 KDM2A KDM4D KMT5B KMT5C LIG4 MAD2L2 MLH1 MRE11 MRNIP NHEJ1 NSD2 NSMCE2 NUDT16L1 PARP3 PAXX PNKP POLA1 POLB POLL POLM POLQ POT1 PRKDC PRPF19 PSMD14 RIF1 RNF168 RNF8 SETMAR SHLD1 SHLD2 SHLD3 SMARCAL1 SMC5 SMCHD1 TFIP11 TOP2B TP53BP1 USP51 UVRAG WAS WRAP53 XRCC1 XRCC4 XRCC5 XRCC6 ZBTB7A GOBP_DOUBLE_STRAND_BREAK_REPAIR_VIA_SINGLE_STRAND_ANNEALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DOUBLE_STRAND_BREAK_REPAIR_VIA_SINGLE_STRAND_ANNEALING HELQ OGG1 RAD52 RBBP8 RNF138 SLX1A SLX1B SLX4 GOBP_DOUBLE_STRAND_BREAK_REPAIR_VIA_SYNTHESIS_DEPENDENT_STRAND_ANNEALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DOUBLE_STRAND_BREAK_REPAIR_VIA_SYNTHESIS_DEPENDENT_STRAND_ANNEALING DMC1 FANCM HELQ RAD51 RAD51C RAD52 RAD54L XRCC3 GOBP_DRINKING_BEHAVIOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DRINKING_BEHAVIOR ACE2 APLN DRD2 EN1 HTR1B MMP17 REN SLC24A4 TACR1 UCN GOBP_DTMP_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DTMP_METABOLIC_PROCESS DUT NT5C SHMT1 TYMP TYMS UPP1 GOBP_DTTP_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DTTP_METABOLIC_PROCESS CMPK2 DCTPP1 DTYMK TBPL1 TYMS GOBP_DUCTUS_ARTERIOSUS_CLOSURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DUCTUS_ARTERIOSUS_CLOSURE FOXF1 HPGD MYOCD STRA6 TFAP2B GOBP_DUMP_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DUMP_CATABOLIC_PROCESS DPYD DPYS NT5C NT5M UPB1 UPP1 GOBP_DUMP_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_DUMP_METABOLIC_PROCESS DPYD DPYS DUT ENSG00000276759 NT5C NT5M UPB1 UPP1 GOBP_D_AMINO_ACID_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_D_AMINO_ACID_TRANSPORT GFAP NTSR1 SLC1A1 SLC1A2 SLC1A3 SLC7A10 GOBP_D_ASPARTATE_IMPORT_ACROSS_PLASMA_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_D_ASPARTATE_IMPORT_ACROSS_PLASMA_MEMBRANE GFAP NTSR1 SLC1A1 SLC1A2 SLC1A3 GOBP_EARLY_ENDOSOME_TO_GOLGI_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EARLY_ENDOSOME_TO_GOLGI_TRANSPORT BLTP3B EHD3 LMAN1 RAB6A RBSN SNX1 SNX2 SNX8 STX10 STX5 SURF4 TMED9 TRAPPC10 GOBP_EARLY_ENDOSOME_TO_RECYCLING_ENDOSOME_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EARLY_ENDOSOME_TO_RECYCLING_ENDOSOME_TRANSPORT CORO1A DNAJC13 MYO1D RAB11A RAB11FIP3 SORL1 GOBP_EAR_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EAR_DEVELOPMENT ADAM10 ADGRV1 AHI1 ALDH1A3 ANKRD24 ANP32B ATG4B ATG5 ATOH1 ATP6V1B1 ATP8A2 ATP8B1 BCL2 BCL2L11 BCR BLOC1S5 BMP2 BMP4 BMP5 BMPER C1QTNF5 CALB1 CCM2 CCNA2 CDH23 CDKN1B CEBPA CEBPD CECR2 CEP290 CHD7 CHRNA10 CHRNA9 CLRN1 CLRN2 COL11A1 COL2A1 CTHRC1 CYTL1 DCANP1 DCHS1 DDR1 DLL1 DLX5 DLX6 DVL1 DVL2 ECE1 EDN1 EDNRA EPHA4 EPHB2 ESRP1 ESRRB EYA1 EYA4 FGF10 FGF2 FGF20 FGF8 FGF9 FGFR2 FOXG1 FOXI1 FREM2 FRZB FZD2 FZD3 FZD6 GABRA5 GABRB2 GATA2 GATA3 GBX2 GJB2 GJB6 GLI3 GRHL3 GRXCR1 GRXCR2 GSC GSDME HES1 HES5 HESX1 HEY2 HMX2 HMX3 HOXA1 HOXA13 HOXA2 HPCA HPN IFT20 IFT27 IFT88 INSIG1 INSIG2 ITGA8 JAG1 JAG2 KCNK2 KCNK3 KCNQ1 KCNQ4 LGR5 LHFPL5 LHX3 LIN7A LRIG1 LRIG3 LRP10 MAF MAFB MAPK1 MAPK3 MAPKAPK2 MCM2 MCOLN3 MKS1 MPV17 MSX1 MYCL MYO15A MYO3A MYO3B MYO6 MYO7A NAGLU NEUROD1 NEUROG1 NHERF1 NIPBL NKX3-2 NOG NOTCH1 NOX3 NTN1 OC90 OSR1 OSR2 OTOL1 OTOP1 OTX1 PAFAH1B1 PAX2 PAX8 PCDH15 PDZD7 PHOX2B PI4KB PJVK PLPPR4 PLS1 POU3F4 POU4F3 PRKRA PROX1 PRRX1 PTK7 PTPN11 RBPJ RDH10 ROR1 RPGRIP1L RPL38 SCRIB SDC4 SEC24B SHH SHROOM2 SIX1 SIX2 SIX4 SLC17A8 SLC25A27 SLC26A5 SLC44A4 SLC4A7 SLITRK6 SOBP SOD1 SOX2 SOX9 SPRY2 STOX1 STRA6 STRC TBX1 TBX18 TBX2 TBX3 TCAP TCF15 TECTA TFAP2A TGFB2 TGFB3 TIFAB TMC1 TMIE TPRN TRIOBP TRIP11 TSHZ1 TSKU TTC39C TTC8 TWIST1 USH1C USH1G USH2A WDPCP WDR19 WHRN WNT1 WNT3A WNT5A ZEB1 ZIC1 ZIC3 GOBP_EAR_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EAR_MORPHOGENESIS ALDH1A3 ANKRD24 ATOH1 ATP6V1B1 ATP8A2 BCR BLOC1S5 CDH23 CEP290 CHD7 CHRNA10 CHRNA9 CLRN1 CLRN2 COL11A1 COL2A1 CTHRC1 DCANP1 DLX5 DLX6 DVL1 DVL2 EDN1 EDNRA EPHB2 EYA1 FGF10 FGF8 FGF9 FGFR2 FOXG1 FOXI1 FRZB FZD2 FZD3 FZD6 GATA2 GATA3 GBX2 GJB6 GRHL3 GRXCR2 GSC HESX1 HMX2 HMX3 HOXA1 HOXA2 HPN INSIG1 INSIG2 ITGA8 KCNQ1 KCNQ4 LHFPL5 LRIG1 LRIG3 MAFB MAPK1 MAPK3 MSX1 MYO15A MYO3A MYO3B MYO6 MYO7A NAGLU NEUROG1 NHERF1 NIPBL NKX3-2 NOG NTN1 OSR1 OSR2 OTOP1 OTX1 PAX2 PAX8 PDZD7 PLS1 POU3F4 POU4F3 PRKRA PROX1 PRRX1 PTK7 RPL38 SCRIB SEC24B SIX1 SIX2 SIX4 SLC44A4 SLITRK6 SOBP SOD1 SOX9 SPRY2 STOX1 STRC TBX1 TBX18 TBX2 TBX3 TCAP TECTA TFAP2A TIFAB TMIE TPRN TRIOBP TSHZ1 TTC39C TWIST1 USH1C USH1G WDPCP WDR19 WHRN WNT1 WNT3A WNT5A ZEB1 ZIC1 ZIC3 GOBP_EATING_BEHAVIOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EATING_BEHAVIOR ACE ADORA2A ADRB3 AGRP ATP8A2 BBIP1 BBS12 BSX CCK CNTN2 CPT1A GDF15 GFRAL GHRL GHSR HCRT IAPP LEP MC4R NMUR2 NPSR1 NPY5R OPRD1 OPRK1 OPRL1 OXTR P2RY1 PRLH RMI1 SLC24A4 STAT3 TACR1 TH TMEM18 TRH TTC21B UCHL1 GOBP_ECTODERMAL_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ECTODERMAL_CELL_DIFFERENTIATION EDA2R ETS2 FZD7 ITGA6 ITGAM MIR145 VPS52 GOBP_ECTODERMAL_PLACODE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ECTODERMAL_PLACODE_DEVELOPMENT CTNNB1 DKK4 EDA FOXI3 FRS2 HDAC1 HDAC2 NRG3 NRP1 PROX1 SIX1 SIX4 TBX2 TBX3 GOBP_ECTODERM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ECTODERM_DEVELOPMENT AMER2 BMPR1A CTNNB1 EDA2R EPB41L5 ETS2 FZD7 GRHL3 ITGA6 ITGAM KRT6B LHX1 MIR145 NF2 SHH SMURF1 STX2 TPT1 VAX2 VPS52 ZBTB17 ZBTB7B GOBP_ECTOPIC_GERM_CELL_PROGRAMMED_CELL_DEATH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ECTOPIC_GERM_CELL_PROGRAMMED_CELL_DEATH BAX BCL2L1 CASP2 DDB1 IL1A IL1B KIT KITLG MAEL PRKDC SOD1 SYCE3 SYCP2 TEX11 TOPAZ1 UBE2B UNC5C YBX3 GOBP_EGG_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EGG_ACTIVATION ASTL MYH9 NLRP5 NPR2 PLAT PLCB1 PLCZ1 WBP2NL ZP1 ZP2 ZP4 GOBP_ELASTIC_FIBER_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ELASTIC_FIBER_ASSEMBLY ATP7A COL3A1 EFEMP2 EMILIN1 FBLN5 LOX MFAP4 MYH11 THSD4 TNXB GOBP_ELASTIN_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ELASTIN_CATABOLIC_PROCESS CELA1 CST3 CTSL MIR181B1 MMP12 GOBP_ELASTIN_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ELASTIN_METABOLIC_PROCESS ATP7A CELA1 CST3 CTSL HBEGF HIF1A LEP MIR181B1 MMP12 GOBP_ELECTRON_TRANSPORT_CHAIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ELECTRON_TRANSPORT_CHAIN ADH5 AFG1L AIFM2 AKR1B1 AKR1C4 AKR7A2 AKR7A3 ALDH2 ALDH4A1 AOC2 ASPH BID CCNB1 CDK1 CHCHD2 CIAPIN1 COA6 COQ9 COX11 COX15 COX4I1 COX4I2 COX5A COX5B COX6A1 COX6A2 COX6B1 COX6C COX7A1 COX7A2 COX7A2L COX7A2P2 COX7B COX7B2 COX7C COX8A COX8C CYB561 CYB5A CYBA CYBB CYC1 CYCS CYP19A1 CYP1A2 DEGS1 DGUOK DHRS2 DHRS3 DLD DMGDH DNAJC15 ENOX2 ETFA ETFB ETFDH ETFRF1 FDX1 FDX2 GBA1 GFUS GHITM GLDC GLRX2 GPD1 GPD2 GPX2 GSR HAAO HSD17B6 IDH3B IDO1 IMMP2L ISCU MAOB ME1 ME2 MIR210 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MTCO2P12 MYBBP1A NCF1 NCF2 NDOR1 NDUFA1 NDUFA10 NDUFA12 NDUFA2 NDUFA3 NDUFA4 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFAF1 NDUFB1 NDUFB10 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFC2-KCTD14 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 NOX4 NQO2 P4HA2 PARK7 PDIA5 PHGDH PINK1 PLEC POLG2 POR PPARGC1A PUM2 QDPR RDH16 SCO2 SDHA SDHAF2 SDHB SDHC SDHD SLC25A12 SLC25A13 SLC25A18 SLC25A22 SLC25A51 SNCA SOD2 SRD5A1 STEAP4 SURF1 TAFAZZIN THAP11 UQCC3 UQCR10 UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRFS1P1 UQCRH UQCRHL UQCRQ VPS54 WDR93 GOBP_EMBRYONIC_APPENDAGE_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EMBRYONIC_APPENDAGE_MORPHOGENESIS ACD AFF3 ALDH1A2 ALX3 ALX4 B9D1 BAX BCL2L11 BMP4 BMP7 BMPR1A BPNT2 C2CD3 CACNA1C CHD7 CHST11 CRABP2 CREBBP CTNNB1 CYP26B1 DKK1 DLX5 DLX6 DYNC2H1 ECE1 EN1 FBN2 FBXW4 FGF4 FGF8 FGF9 FLVCR1 FRAS1 FREM2 FZD6 GDF5 GLI3 GNA12 GPC3 GREM1 GRHL2 HAND2 HDAC1 HDAC2 HOXA10 HOXA11 HOXA13 HOXA9 HOXC10 HOXC11 HOXD10 HOXD12 HOXD13 HOXD9 IFT122 IFT140 IFT52 IHH INTU LEF1 LMBR1 LNPK LRP4 LRP5 MAP3K20 MBNL1 MED1 MEGF8 MKS1 MSX1 MSX2 MYH3 NIPBL NOG NOTCH1 NOTCH2 OSR1 OSR2 PBX1 PBX2 PITX1 PRICKLE1 PRRX1 PSEN1 PTCH1 RARB RARG RDH10 RECK RPGRIP1L RSPO2 RUNX2 SALL1 SALL4 SFRP2 SHH SHOX2 SKI SMAD4 SP8 SP9 TBC1D32 TBX2 TBX3 TBX4 TBX5 TFAP2A TGFB2 TMEM107 TMEM231 TP63 TULP3 TWIST1 WDPCP WDR19 WNT3 WNT5A WNT7A ZBTB16 ZNF358 GOBP_EMBRYONIC_AXIS_SPECIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EMBRYONIC_AXIS_SPECIFICATION BASP1 C2CD3 CHRDL1 COBL CTNNB1 CXXC4 DCANP1 EPB41L5 FRS2 FZD5 GDF3 HOXD8 LHX1 MESP1 MESP2 NEUROG1 NRARP PCSK6 PLD6 PTCH1 RIPPLY1 RIPPLY2 SMAD2 SMAD4 SMAD6 STIL TASOR TBX3 TBX6 TBXT TDGF1 TDRD1 TDRD5 TDRD6 TDRD7 TDRKH TIFAB TMED2 WNT1 WNT5A WNT7A WT1 GOBP_EMBRYONIC_BODY_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EMBRYONIC_BODY_MORPHOGENESIS CDON CLASP1 CLASP2 DAG1 FUZ GREM2 IFT122 MAB21L2 PHLDB1 PHLDB2 ZNF281 GOBP_EMBRYONIC_BRAIN_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EMBRYONIC_BRAIN_DEVELOPMENT CC2D2A CDC40 CDK20 CTNNB1 EN1 EN2 IFT140 MED12 MFSD2A MKS1 PPIL1 PRICKLE1 RNF112 RPL10 TBC1D23 TRA2B TUBB2B WNT1 GOBP_EMBRYONIC_CAMERA_TYPE_EYE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EMBRYONIC_CAMERA_TYPE_EYE_DEVELOPMENT ALDH1A2 ALDH1A3 BMP7 CDK20 CITED2 FGF10 FOXF2 FRS2 FZD5 HIPK1 HIPK2 IFT140 IFT172 IHH KDM2B NES PAX2 PAX6 PHACTR4 PPP1R13L PROX1 RARA RARG RDH10 SIX3 SOX11 SP3 STRA6 TBX2 TFAP2A TH TULP3 TWIST1 WDR19 WNT16 WNT5A ZEB1 GOBP_EMBRYONIC_CAMERA_TYPE_EYE_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EMBRYONIC_CAMERA_TYPE_EYE_FORMATION ALDH1A3 FRS2 PAX2 PHACTR4 PROX1 SOX11 STRA6 TFAP2A TWIST1 WNT16 WNT5A GOBP_EMBRYONIC_CAMERA_TYPE_EYE_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EMBRYONIC_CAMERA_TYPE_EYE_MORPHOGENESIS ALDH1A3 BMP7 CITED2 FOXF2 FRS2 FZD5 HIPK1 HIPK2 IFT172 IHH KDM2B PAX2 PAX6 PHACTR4 PROX1 SIX3 SOX11 SP3 STRA6 TBX2 TFAP2A TH TWIST1 WNT16 WNT5A ZEB1 GOBP_EMBRYONIC_CLEAVAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EMBRYONIC_CLEAVAGE AATF CUL3 ERCC2 PADI6 PIK3CB TOP1 TOP2A TPRA1 GOBP_EMBRYONIC_CRANIAL_SKELETON_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EMBRYONIC_CRANIAL_SKELETON_MORPHOGENESIS BMP4 CHST11 DLX2 EIF4A3 FGF8 FGFR2 FOXC2 GLI3 GRHL2 HOXA1 HOXA2 IFT140 IRX5 LHX1 MED12 MMP14 MMP16 MTHFD1 MTHFD1L NDST1 NIPBL NODAL PAX5 PDGFRA PRRX1 RDH10 RUNX2 SETD2 SIX1 SIX2 SIX4 SLC39A1 SLC39A3 SMAD2 SMAD3 TBX1 TBX15 TFAP2A TGFB3 TGFBR1 TGFBR2 TULP3 TWIST1 WDR19 WNT9B GOBP_EMBRYONIC_DIGESTIVE_TRACT_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EMBRYONIC_DIGESTIVE_TRACT_DEVELOPMENT ADA ALDH1A2 CXCL8 FGF10 FGF9 FGFR2 FOXF1 FOXF2 GLI2 GLI3 HLX HNF1B ID2 IHH NIPBL OVOL2 PCSK5 PDGFRA PKDCC RARB RARRES2 RBPMS2 SALL1 SCT SHH SHOX2 SIX2 SOX11 STRA6 TCF21 TGFB2 TNF VPS52 GOBP_EMBRYONIC_DIGESTIVE_TRACT_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EMBRYONIC_DIGESTIVE_TRACT_MORPHOGENESIS FGF10 FGFR2 FOXF1 GLI3 HLX HNF1B ID2 IHH NIPBL OVOL2 PDGFRA RBPMS2 SHH SHOX2 SIX2 SOX11 TCF21 GOBP_EMBRYONIC_DIGIT_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EMBRYONIC_DIGIT_MORPHOGENESIS ALX4 B9D1 BAX BCL2L11 BMP4 BMPR1A BPNT2 C2CD3 CHST11 CREBBP CTNNB1 ECE1 FLVCR1 FREM2 FZD6 GLI3 GNA12 GRHL2 HAND2 HDAC1 HDAC2 HOXA11 HOXC11 HOXD12 HOXD13 IFT140 IFT52 IHH INTU LMBR1 LNPK LRP4 LRP5 MAP3K20 MKS1 MSX1 MSX2 NOG NOTCH1 OSR1 OSR2 PRICKLE1 SALL1 SFRP2 SHH SMAD4 TBC1D32 TBX2 TBX3 TMEM107 TMEM231 TULP3 TWIST1 WDPCP WNT5A WNT7A ZBTB16 GOBP_EMBRYONIC_EYE_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EMBRYONIC_EYE_MORPHOGENESIS ALDH1A3 BMP7 CITED2 EFEMP1 FBN1 FBN2 FOXF2 FOXL2 FRS2 FZD5 HIPK1 HIPK2 IFT172 IHH KDM2B MFAP2 MFAP5 PAX2 PAX6 PHACTR4 PROX1 RARB RARG SIX3 SOX11 SP3 STRA6 TBX2 TFAP2A TH TWIST1 VAX2 WNT16 WNT5A ZEB1 GOBP_EMBRYONIC_FORELIMB_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EMBRYONIC_FORELIMB_MORPHOGENESIS ALDH1A2 ALX3 ALX4 CACNA1C CRABP2 CTNNB1 EN1 HOXA11 HOXA13 HOXA9 HOXD9 IFT122 LNPK MSX1 MSX2 NIPBL OSR1 OSR2 RDH10 RECK RPGRIP1L RSPO2 RUNX2 SHH SHOX2 TBX3 TBX5 TFAP2A TP63 TWIST1 WNT3 WNT7A ZNF358 GOBP_EMBRYONIC_HEART_TUBE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EMBRYONIC_HEART_TUBE_DEVELOPMENT ACVR1 AHI1 APELA APLNR ARL13B ASB2 BBS5 BBS7 C2CD3 CCDC103 CCDC39 CCDC40 CDC42 CITED2 CLUAP1 CTNNB1 DLL1 DNAAF1 DVL1 DVL2 ECE1 EDN1 EDNRA ENG FGF8 FOLR1 FOXC1 FOXC2 FOXH1 FOXN4 GATA4 HAND1 HAND2 HES1 HIF1A IFT122 IFT172 IFT52 IFT57 IHH LBX1 MED1 MEF2C MEGF8 MESP1 MIB1 MICAL2 MKKS NDRG4 NKX2-5 NKX2-6 NODAL NOTCH1 NOTCH2 NOTO NPHP3 OVOL2 PIFO PITX2 PKD2 PLXNA4 PSEN1 RNF207 RYR2 SETDB2 SHH SMAD3 SMO SOX17 SOX18 SRF STIL SUFU TBX2 TBX20 TBX3 TBX6 TEAD2 TGFBR2 TMED2 VANGL2 WNT3A WNT5A YAP1 ZIC3 GOBP_EMBRYONIC_HEART_TUBE_LEFT_RIGHT_PATTERN_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EMBRYONIC_HEART_TUBE_LEFT_RIGHT_PATTERN_FORMATION CITED2 IFT122 MEGF8 NKX2-5 PIFO PITX2 GOBP_EMBRYONIC_HEART_TUBE_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EMBRYONIC_HEART_TUBE_MORPHOGENESIS ACVR1 AHI1 APLNR ARL13B ASB2 BBS5 BBS7 C2CD3 CCDC103 CCDC39 CCDC40 CITED2 CLUAP1 DLL1 DNAAF1 DVL1 DVL2 ENG FGF8 FOLR1 FOXH1 FOXN4 GATA4 HAND1 HAND2 HES1 HIF1A IFT172 IFT52 IFT57 IHH LBX1 MEF2C MEGF8 MESP1 MIB1 MICAL2 MKKS NDRG4 NKX2-5 NODAL NOTCH1 NOTCH2 NOTO NPHP3 OVOL2 PKD2 PSEN1 RNF207 RYR2 SETDB2 SHH SMAD3 SMO SOX17 SOX18 SRF STIL SUFU TBX2 TBX20 TBX3 TBX6 TEAD2 TGFBR2 TMED2 VANGL2 WNT3A WNT5A YAP1 ZIC3 GOBP_EMBRYONIC_HEMOPOIESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EMBRYONIC_HEMOPOIESIS ATF4 CCDC134 FLT3LG GATA1 GATA2 GATA3 HIF1A HSCB IL3 KDR KIT KITLG KMT2A MED1 PBX1 SH2B3 STK3 STK4 TAL1 TGFBR2 THOC5 TPO VEGFA ZFPM1 GOBP_EMBRYONIC_HINDLIMB_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EMBRYONIC_HINDLIMB_MORPHOGENESIS AFF3 ALX3 ALX4 BMP4 CHD7 CTNNB1 FGF4 FGF8 GPC3 MED1 MSX1 MSX2 NOTCH1 OSR1 OSR2 PITX1 RARB RARG RPGRIP1L RSPO2 SHH TBX3 TBX4 TP63 TWIST1 WNT3 WNT7A ZBTB16 GOBP_EMBRYONIC_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EMBRYONIC_MORPHOGENESIS ABL1 ACD ACVR1 ACVR2A ACVR2B ADIPOQ ADM AFF3 AHDC1 AHI1 ALDH1A2 ALDH1A3 ALX1 ALX3 ALX4 AMOT ANKRD24 APAF1 APELA APLN APLNR APOA1 AR ARFRP1 ARHGAP35 ARL13B ARMC5 ASB2 ATOH1 ATOH8 ATP6V1B1 ATP8A2 AXIN1 B9D1 BAX BBS4 BBS5 BBS7 BCL10 BCL2L11 BCR BLOC1S5 BMI1 BMP4 BMP5 BMP7 BMPR1A BMPR2 BPNT2 BRD2 C2CD3 C2orf49 CACNA1C CASP3 CC2D2A CCDC103 CCDC39 CCDC40 CCN1 CDC73 CDH23 CDK20 CDKN1C CDON CECR2 CELSR1 CEP290 CER1 CFC1 CFC1B CHD7 CHRNA10 CHRNA9 CHST11 CITED2 CLASP1 CLASP2 CLRN1 CLRN2 CLUAP1 COBL COL11A1 COL12A1 COL2A1 COL4A2 COL5A1 COL5A2 COL6A1 COL7A1 COL8A1 CRABP2 CRB2 CREBBP CTHRC1 CTNNB1 CTR9 CUL3 CYP26B1 DACT1 DAG1 DCANP1 DEAF1 DKK1 DLC1 DLD DLG1 DLL1 DLL4 DLX2 DLX5 DLX6 DNAAF1 DNAJB6 DSCAML1 DUSP1 DUSP2 DUSP4 DUSP5 DVL1 DVL2 DVL3 DYNC2H1 DYNC2I1 ECE1 EDN1 EDNRA EFEMP1 EFNA1 EIF4A3 EN1 ENG EOMES EPB41L5 EPHA2 EPHB2 ETS2 ETV2 EXOC4 EXT1 EXT2 EYA1 EYA2 FBN1 FBN2 FBXW4 FGF10 FGF2 FGF4 FGF8 FGF9 FGFR2 FLRT3 FLT1 FLVCR1 FN1 FOLR1 FOXA2 FOXC1 FOXC2 FOXE1 FOXF1 FOXF2 FOXG1 FOXH1 FOXI1 FOXL2 FOXN4 FRAS1 FREM2 FRS2 FRZB FUZ FZD1 FZD2 FZD3 FZD5 FZD6 FZD7 GATA2 GATA3 GATA4 GATA6 GBX2 GCM1 GDF3 GDF5 GDF7 GDNF GJA1 GJB5 GJB6 GLI1 GLI2 GLI3 GLMN GNA12 GPC3 GPI GRB2 GREM1 GREM2 GRHL2 GRHL3 GRSF1 GRXCR2 GSC HAND1 HAND2 HDAC1 HDAC2 HECTD1 HES1 HES5 HESX1 HIF1A HIPK1 HIPK2 HIRA HLX HMGA2 HMX2 HMX3 HNF1B HNF4A HOXA1 HOXA10 HOXA11 HOXA13 HOXA2 HOXA3 HOXA4 HOXA5 HOXA7 HOXA9 HOXB1 HOXB2 HOXB3 HOXB4 HOXB5 HOXB6 HOXB7 HOXB8 HOXB9 HOXC10 HOXC11 HOXC4 HOXC9 HOXD10 HOXD12 HOXD13 HOXD3 HOXD4 HOXD9 HPN HS2ST1 HSBP1 HTR2B HYAL1 ID2 IFT122 IFT140 IFT172 IFT52 IFT57 IGF2 IHH IL10 IL1RN INHBA INSIG1 INSIG2 INTU IRX1 IRX2 IRX3 IRX5 ITGA2 ITGA3 ITGA4 ITGA5 ITGA7 ITGA8 ITGAV ITGB1 ITGB2 ITGB3 ITGB4 ITGB5 JAG2 KAT2A KCNQ1 KCNQ4 KDF1 KDM2B KDM6B KIF16B KIF20B KLF4 LAMA3 LAMA5 LAMB1 LAMB3 LATS1 LATS2 LBX1 LBX2 LDB1 LEF1 LEO1 LHFPL5 LHX1 LHX2 LIAS LMBR1 LMBRD1 LMO4 LNPK LRIG1 LRIG3 LRP2 LRP4 LRP5 LUZP1 MAB21L2 MACROH2A1 MAFB MAP2K1 MAP2K5 MAP3K20 MAPK1 MAPK3 MAPK7 MBNL1 MBP MDFI MED1 MED12 MEF2C MEGF8 MESP1 MESP2 MFAP2 MFAP5 MIB1 MICAL2 MIR1-1 MIR145 MIR150 MIR200C MIR221 MIXL1 MKKS MKS1 MMP14 MMP15 MMP16 MMP2 MMP8 MMP9 MSGN1 MSX1 MSX2 MTHFD1 MTHFD1L MTHFR MYADM MYF5 MYH3 MYO15A MYO3A MYO3B MYO6 MYO7A NAGLU NANOG NAT8B NCOA1 NDRG4 NDST1 NEUROD1 NEUROG1 NF2 NHERF1 NIPBL NKX2-5 NKX3-2 NODAL NOG NOTCH1 NOTCH2 NOTO NPHP3 NR0B1 NR4A3 NTN1 OPA1 OSR1 OSR2 OTOP1 OTX1 OTX2 OVOL2 PAF1 PALS1 PAX2 PAX5 PAX6 PAX8 PBX1 PBX2 PCDH8 PCGF2 PDGFRA PDX1 PDZD7 PFN1 PHACTR4 PHLDB1 PHLDB2 PITX1 PKD2 PLPP3 PLS1 PLXNB2 POFUT2 POGLUT1 POU3F4 POU4F3 POU5F1 PPP1R35 PRICKLE1 PRKACA PRKACB PRKAR1A PRKRA PROX1 PRRX1 PSEN1 PTCH1 PTK7 RACK1 RALA RARA RARB RARG RBP4 RBPMS2 RDH10 RECK RET RGMA RIC8A RNF2 RNF207 ROCK1 ROCK2 RPGRIP1L RPL38 RPS6 RPS7 RSPO2 RSPO3 RTF1 RUNX2 RYR2 SALL1 SALL4 SATB2 SCRIB SCX SDC4 SEC24B SEMA4C SETD2 SETDB2 SFRP1 SFRP2 SHH SHOX2 SIX1 SIX2 SIX3 SIX4 SKI SLC39A1 SLC39A12 SLC39A3 SLC44A4 SLITRK6 SMAD1 SMAD2 SMAD3 SMAD4 SMO SNAI1 SOBP SOCS3 SOD1 SOS1 SOX11 SOX17 SOX18 SOX2 SOX7 SOX8 SOX9 SP3 SP8 SP9 SPINT1 SPINT2 SPRY2 SRF ST14 STIL STK3 STK4 STOX1 STRA6 STRC SUFU SULF1 SUPT20H SYF2 TAF10 TAL1 TASOR TBC1D32 TBX1 TBX15 TBX18 TBX19 TBX2 TBX20 TBX3 TBX4 TBX5 TBX6 TBXT TCAP TCF21 TCTN1 TEAD2 TECTA TENM4 TFAP2A TGFB1 TGFB1I1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGIF2 TH TIFAB TLX2 TMED2 TMEM107 TMEM231 TMIE TP53 TP63 TPRN TRAF6 TRIM15 TRIM28 TRIM71 TRIOBP TSC1 TSC2 TSHZ1 TTC39C TULP3 TWIST1 TWSG1 TXNRD1 UGDH USH1C USH1G VANGL2 VASP VAX2 VEGFC VTN WDPCP WDR19 WHRN WLS WNK1 WNT1 WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT8B WNT9B YAP1 YBX1 YTHDF2 ZBTB16 ZBTB17 ZEB1 ZFP36L1 ZIC1 ZIC3 ZNF281 ZNF358 ZNF568 GOBP_EMBRYONIC_NEUROCRANIUM_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EMBRYONIC_NEUROCRANIUM_MORPHOGENESIS FGF8 GLI3 HOXA1 MED12 MTHFD1 MTHFD1L NDST1 TGFB3 TULP3 GOBP_EMBRYONIC_ORGAN_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EMBRYONIC_ORGAN_DEVELOPMENT A2M ACVR1 ADA ADM AHI1 AKT1 ALDH1A2 ALDH1A3 ALX1 ALX3 ALX4 ANKRD24 APELA APLNR ARID2 ARL13B ARNT ASB2 ASCL2 ATF4 ATOH1 ATP6V1B1 ATP8A2 BBS5 BBS7 BCR BIRC6 BLOC1S5 BMI1 BMP4 BMP5 BMP7 BMPR1A BPTF C2CD3 CASP8 CC2D2A CCDC103 CCDC134 CCDC39 CCDC40 CCN1 CDC40 CDC42 CDH23 CDK20 CDKN1C CDX2 CDX4 CEBPA CEBPB CEP290 CHD7 CHRNA10 CHRNA9 CHST11 CITED1 CITED2 CLRN1 CLRN2 CLUAP1 COBL COL11A1 COL18A1 COL27A1 COL2A1 CRB2 CSF2 CTHRC1 CTNNB1 CXCL8 DCANP1 DLG1 DLL1 DLX2 DLX5 DLX6 DNAAF1 DNAJB6 DSCAML1 DVL1 DVL2 DYNC2I1 E2F7 E2F8 ECE1 EDN1 EDNRA EFEMP1 EFNA1 EGFR EGLN1 EIF4A3 EN1 EN2 ENG EOMES EPAS1 EPHA2 EPHB2 EPN1 ERCC1 ERCC2 ERCC3 ESRRB EYA1 FBN1 FBN2 FBXW8 FGF10 FGF8 FGF9 FGFR2 FLT3LG FLVCR1 FOLR1 FOXC1 FOXC2 FOXE1 FOXF1 FOXF2 FOXG1 FOXH1 FOXI1 FOXL2 FOXN4 FRS2 FRZB FUZ FZD2 FZD3 FZD5 FZD6 GATA1 GATA2 GATA3 GATA4 GBX2 GCM1 GDF3 GDNF GGNBP2 GJB5 GJB6 GLI1 GLI2 GLI3 GRB2 GRHL2 GRHL3 GRXCR2 GSC HAND1 HAND2 HECTD1 HES1 HESX1 HEY1 HEY2 HIF1A HIPK1 HIPK2 HLX HMX2 HMX3 HNF1B HOXA1 HOXA11 HOXA2 HOXA3 HOXA4 HOXA5 HOXA7 HOXA9 HOXB1 HOXB2 HOXB3 HOXB4 HOXB5 HOXB6 HOXB7 HOXB8 HOXB9 HOXC11 HOXC4 HOXC9 HOXD10 HOXD3 HOXD4 HOXD9 HPN HS6ST1 HSCB HYAL1 ID2 ID3 IFT122 IFT140 IFT172 IFT52 IFT57 IGF2 IHH IL10 IL3 INSIG1 INSIG2 IRX5 ITGA8 JUNB KCNQ1 KCNQ4 KDM2B KDR KIT KITLG KMT2A KRT19 KRT8 LBX1 LEF1 LHFPL5 LHX1 LIF LRIG1 LRIG3 MAFB MAP2K1 MAPK1 MAPK3 MBD2 MBD3 MDFI MED1 MED12 MEF2C MEGF8 MESP1 MFAP2 MFAP5 MFSD2A MIB1 MICAL2 MKKS MKS1 MMP14 MMP16 MSX1 MTHFD1 MTHFD1L MYF5 MYO15A MYO3A MYO3B MYO6 MYO7A NAGLU NCOA1 NDRG4 NDST1 NES NEUROD1 NEUROG1 NHERF1 NIPBL NKX2-5 NKX2-6 NKX3-2 NODAL NOG NOTCH1 NOTCH2 NOTO NPHP3 NR2F2 NSDHL NTN1 OSR1 OSR2 OTOP1 OTX1 OVOL2 PALB2 PAX2 PAX5 PAX6 PAX8 PBX1 PBX2 PBX3 PBX4 PCDH12 PCGF2 PCSK5 PDGFA PDGFB PDGFRA PDZD7 PHACTR4 PHLDA2 PIFO PITX2 PKD1 PKD2 PKDCC PLCD3 PLK4 PLS1 PLXNA4 POLE POU3F4 POU4F3 PPIL1 PPP1R13L PPP1R35 PRDM1 PRICKLE1 PRKRA PROX1 PRRX1 PSEN1 PTCH1 PTK7 RARA RARB RARG RARRES2 RBBP6 RBP4 RBPJ RBPMS2 RDH10 RNF112 RNF207 RPL10 RPL38 RSPO3 RUNX2 RYR2 SALL1 SATB2 SCRIB SCT SEC24B SETD2 SETDB2 SH2B3 SHH SHOX2 SIX1 SIX2 SIX3 SIX4 SLC39A1 SLC39A3 SLC44A4 SLITRK6 SMAD2 SMAD3 SMO SNAI1 SOBP SOCS3 SOD1 SOX11 SOX15 SOX17 SOX18 SOX9 SP3 SPINT1 SPINT2 SPRY2 SRF ST14 STIL STK3 STK4 STOX1 STRA6 STRC SUFU SYF2 TAF10 TAL1 TBC1D23 TBX1 TBX15 TBX18 TBX2 TBX20 TBX3 TBX4 TBX6 TCAP TCF21 TEAD1 TEAD2 TEAD3 TEAD4 TECTA TFAP2A TFEB TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TH THOC5 TIFAB TMED2 TMIE TNF TP53 TPO TPRN TRA2B TRIM28 TRIOBP TSHZ1 TTC39C TTPA TUBB2B TULP3 TWIST1 USH1C USH1G UTP25 VANGL2 VASH1 VASH2 VAX2 VEGFA VPS52 WDPCP WDR19 WDR48 WHRN WNT1 WNT11 WNT16 WNT2 WNT3A WNT5A WNT7B WNT9B YAP1 ZEB1 ZFP36L1 ZFPM1 ZFPM2 ZIC1 ZIC3 ZNF568 GOBP_EMBRYONIC_ORGAN_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EMBRYONIC_ORGAN_MORPHOGENESIS ACVR1 AHI1 ALDH1A3 ALX1 ALX3 ALX4 ANKRD24 APLNR ARL13B ASB2 ATOH1 ATP6V1B1 ATP8A2 BBS5 BBS7 BCR BLOC1S5 BMI1 BMP4 BMP7 C2CD3 CCDC103 CCDC39 CCDC40 CDH23 CEP290 CHD7 CHRNA10 CHRNA9 CHST11 CITED2 CLRN1 CLRN2 CLUAP1 COL11A1 COL2A1 CRB2 CTHRC1 CTNNB1 DCANP1 DLG1 DLL1 DLX2 DLX5 DLX6 DNAAF1 DSCAML1 DVL1 DVL2 DYNC2I1 EDN1 EDNRA EFEMP1 EFNA1 EIF4A3 ENG EPHA2 EPHB2 EYA1 FBN1 FBN2 FGF10 FGF8 FGF9 FGFR2 FLVCR1 FOLR1 FOXC2 FOXE1 FOXF1 FOXF2 FOXG1 FOXH1 FOXI1 FOXL2 FOXN4 FRS2 FRZB FUZ FZD2 FZD3 FZD5 FZD6 GATA2 GATA3 GATA4 GBX2 GJB6 GLI1 GLI3 GRHL2 GRHL3 GRXCR2 GSC HAND1 HAND2 HES1 HESX1 HIF1A HIPK1 HIPK2 HLX HMX2 HMX3 HNF1B HOXA1 HOXA11 HOXA2 HOXA3 HOXA4 HOXA5 HOXA7 HOXA9 HOXB1 HOXB2 HOXB3 HOXB4 HOXB5 HOXB6 HOXB7 HOXB8 HOXB9 HOXC11 HOXC4 HOXC9 HOXD10 HOXD3 HOXD4 HOXD9 HPN HYAL1 ID2 IFT140 IFT172 IFT52 IFT57 IHH INSIG1 INSIG2 IRX5 ITGA8 KCNQ1 KCNQ4 KDM2B LBX1 LHFPL5 LHX1 LRIG1 LRIG3 MAFB MAPK1 MAPK3 MDFI MED12 MEF2C MEGF8 MESP1 MFAP2 MFAP5 MIB1 MICAL2 MKKS MMP14 MMP16 MSX1 MTHFD1 MTHFD1L MYF5 MYO15A MYO3A MYO3B MYO6 MYO7A NAGLU NDRG4 NDST1 NEUROD1 NEUROG1 NHERF1 NIPBL NKX2-5 NKX3-2 NODAL NOG NOTCH1 NOTCH2 NOTO NPHP3 NTN1 OSR1 OSR2 OTOP1 OTX1 OVOL2 PAX2 PAX5 PAX6 PAX8 PCGF2 PDGFRA PDZD7 PHACTR4 PKD2 PLS1 POU3F4 POU4F3 PPP1R35 PRKRA PROX1 PRRX1 PSEN1 PTK7 RARB RARG RBP4 RBPMS2 RDH10 RNF207 RPL38 RUNX2 RYR2 SATB2 SCRIB SEC24B SETD2 SETDB2 SHH SHOX2 SIX1 SIX2 SIX3 SIX4 SLC39A1 SLC39A3 SLC44A4 SLITRK6 SMAD2 SMAD3 SMO SOBP SOD1 SOX11 SOX17 SOX18 SOX9 SP3 SPRY2 SRF STIL STOX1 STRA6 STRC SUFU TBX1 TBX15 TBX18 TBX2 TBX20 TBX3 TBX6 TCAP TCF21 TEAD2 TECTA TFAP2A TGFB3 TGFBR1 TGFBR2 TH TIFAB TMED2 TMIE TPRN TRIOBP TSHZ1 TTC39C TULP3 TWIST1 USH1C USH1G VANGL2 VAX2 WDPCP WDR19 WHRN WNT1 WNT11 WNT16 WNT3A WNT5A WNT9B YAP1 ZEB1 ZIC1 ZIC3 GOBP_EMBRYONIC_PATTERN_SPECIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EMBRYONIC_PATTERN_SPECIFICATION BASP1 BMP7 C2CD3 CHRDL1 COBL CTNNB1 CXXC4 DCANP1 DISP1 DLL1 DOP1B EFNB1 EPB41L5 ERBB4 FGF10 FGFR2 FRS2 FZD5 GDF3 HOXD8 IHH LAMA5 LHX1 MEIS1 MEIS2 MEIS3 MEIS3P1 MEOX1 MEOX2 MESP1 MESP2 NEUROG1 NODAL NOTO NRARP NRP1 NRP2 OOEP PCSK6 PGAP1 PLD6 PTCH1 RIPPLY1 RIPPLY2 RIPPLY3 SATB2 SEMA3F SHH SIM2 SMAD1 SMAD2 SMAD3 SMAD4 SMAD5 SMAD6 STIL TASOR TBX3 TBX6 TBXT TDGF1 TDRD1 TDRD5 TDRD6 TDRD7 TDRKH TIFAB TMED2 WNT1 WNT5A WNT7A WT1 ZBTB16 ZIC3 GOBP_EMBRYONIC_PLACENTA_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EMBRYONIC_PLACENTA_DEVELOPMENT ADM AKT1 ARNT ASCL2 BIRC6 BMP5 BMP7 BPTF CASP8 CCN1 CDKN1C CDX2 CDX4 CEBPA CEBPB CITED1 CITED2 CSF2 DNAJB6 E2F7 E2F8 EGFR EGLN1 EOMES EPAS1 ESRRB FBXW8 FGFR2 FZD5 GATA2 GCM1 GGNBP2 GJB5 GRB2 GRHL2 HAND1 HECTD1 HES1 HEY1 HEY2 HIF1A HS6ST1 IGF2 IL10 JUNB KRT19 KRT8 LEF1 LIF MAP2K1 MAPK1 MDFI MED1 NCOA1 NODAL NR2F2 NSDHL OVOL2 PCDH12 PDGFB PHLDA2 PKD1 PKD2 PLCD3 PLK4 PRDM1 RBPJ RSPO3 SETD2 SNAI1 SOCS3 SOX15 SP3 SPINT1 SPINT2 ST14 STK3 STK4 TAF10 TFEB TMED2 TRIM28 TTPA VASH1 VASH2 WNT2 WNT7B ZFP36L1 ZNF568 GOBP_EMBRYONIC_PLACENTA_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EMBRYONIC_PLACENTA_MORPHOGENESIS ADM BMP5 BMP7 CCN1 CDKN1C DNAJB6 FGFR2 FZD5 GCM1 GJB5 GRB2 GRHL2 IGF2 IL10 LEF1 NCOA1 RSPO3 SETD2 SOCS3 SPINT1 SPINT2 ST14 TMED2 TRIM28 WNT7B ZFP36L1 ZNF568 GOBP_EMBRYONIC_PROCESS_INVOLVED_IN_FEMALE_PREGNANCY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EMBRYONIC_PROCESS_INVOLVED_IN_FEMALE_PREGNANCY ACSL4 CITED2 EMP2 JUNB NODAL SP3 TLE6 GOBP_EMBRYONIC_RETINA_MORPHOGENESIS_IN_CAMERA_TYPE_EYE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EMBRYONIC_RETINA_MORPHOGENESIS_IN_CAMERA_TYPE_EYE CDON HIPK1 HIPK2 LHX1 PROX1 RBP4 GOBP_EMBRYONIC_SKELETAL_JOINT_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EMBRYONIC_SKELETAL_JOINT_DEVELOPMENT BMP4 BMP7 COL2A1 CTNNB1 EXT1 HOXA11 HOXC11 HYAL1 IHH NOG OSR1 OSR2 SHOX2 SLC2A10 WNT9A GOBP_EMBRYONIC_SKELETAL_JOINT_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EMBRYONIC_SKELETAL_JOINT_MORPHOGENESIS BMP4 BMP7 COL2A1 CTNNB1 HOXA11 HOXC11 HYAL1 NOG OSR1 OSR2 SHOX2 GOBP_EMBRYONIC_SKELETAL_SYSTEM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EMBRYONIC_SKELETAL_SYSTEM_DEVELOPMENT ACVR2A ALX1 ALX3 ALX4 BMI1 BMP4 BMP7 CDK20 CHST11 COL11A1 COL1A1 COL2A1 CTNNB1 DEAF1 DLG1 DLX1 DLX2 DMRT2 DSCAML1 DYNC2I1 EDNRA EIF4A3 EXT1 EYA1 FGF8 FGF9 FGFR2 FLVCR1 FOXC2 FUZ GLI3 GRHL2 GSC HAND2 HOXA1 HOXA11 HOXA2 HOXA3 HOXA4 HOXA5 HOXA6 HOXA7 HOXA9 HOXB1 HOXB2 HOXB3 HOXB4 HOXB5 HOXB6 HOXB7 HOXB8 HOXB9 HOXC11 HOXC4 HOXC5 HOXC6 HOXC9 HOXD1 HOXD10 HOXD3 HOXD4 HOXD9 HYAL1 IFT140 IHH IRX5 KIAA1217 LHX1 MBTD1 MDFI MED12 MEGF8 MKS1 MMP14 MMP16 MTHFD1 MTHFD1L MYF5 NDST1 NIPBL NKX3-2 NODAL NOG OSR1 OSR2 PAX5 PBX1 PCGF2 PCSK5 PDGFRA PRRX1 RBP4 RDH10 RUNX2 SATB2 SCX SETD2 SHH SHOX2 SIX1 SIX2 SIX4 SLC2A10 SLC39A1 SLC39A3 SMAD2 SMAD3 SOX11 SP3 SULF1 SULF2 TAPT1 TBX1 TBX15 TFAP2A TGFB3 TGFBR1 TGFBR2 TULP3 TWIST1 UCMA WDR19 WNT11 WNT5A WNT9A WNT9B XYLT1 ZEB1 GOBP_EMBRYONIC_SKELETAL_SYSTEM_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EMBRYONIC_SKELETAL_SYSTEM_MORPHOGENESIS ALX1 ALX3 ALX4 BMI1 BMP4 BMP7 CHST11 COL11A1 COL2A1 CTNNB1 DLG1 DLX2 DSCAML1 DYNC2I1 EIF4A3 EYA1 FGF8 FGFR2 FLVCR1 FOXC2 FUZ GLI3 GRHL2 GSC HOXA1 HOXA11 HOXA2 HOXA3 HOXA4 HOXA5 HOXA7 HOXA9 HOXB1 HOXB2 HOXB3 HOXB4 HOXB5 HOXB6 HOXB7 HOXB8 HOXB9 HOXC11 HOXC4 HOXC9 HOXD10 HOXD3 HOXD4 HOXD9 HYAL1 IFT140 IRX5 LHX1 MDFI MED12 MEGF8 MMP14 MMP16 MTHFD1 MTHFD1L MYF5 NDST1 NIPBL NODAL NOG OSR1 OSR2 PAX5 PCGF2 PDGFRA PRRX1 RDH10 RUNX2 SATB2 SETD2 SHOX2 SIX1 SIX2 SIX4 SLC39A1 SLC39A3 SMAD2 SMAD3 SOX11 TBX1 TBX15 TFAP2A TGFB3 TGFBR1 TGFBR2 TULP3 TWIST1 WDR19 WNT9B ZEB1 GOBP_EMBRYONIC_VISCEROCRANIUM_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EMBRYONIC_VISCEROCRANIUM_MORPHOGENESIS CHST11 FOXC2 HOXA2 LHX1 MTHFD1 MTHFD1L NDST1 NIPBL RDH10 TBX1 GOBP_EMBRYO_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EMBRYO_DEVELOPMENT A2M AATF ABI1 ABL1 ACD ACE ACSL4 ACTL6A ACTR5 ACTR8 ACVR1 ACVR1B ACVR1C ACVR2A ACVR2B ACVRL1 ADA ADAM10 ADAMTS3 ADCY9 ADGRF5 ADIPOQ ADM AFF3 AGBL4 AHDC1 AHI1 AKAP3 AKIRIN2 AKT1 ALDH1A2 ALDH1A3 ALKBH1 ALX1 ALX3 ALX4 AMBRA1 AMOT ANGPT1 ANKRD24 ANKS6 APAF1 APBA1 APBA2 APBA3 APELA APLN APLNR APOA1 APOB AR ARFRP1 ARHGAP35 ARHGDIG ARID2 ARL13B ARMC5 ARNT ARNT2 ASB2 ASCL2 ASF1B ATF2 ATF4 ATM ATOH1 ATOH8 ATP11A ATP6AP2 ATP6V1B1 ATP7A ATP8A2 AXIN1 AXIN2 B4GALT5 B9D1 BAG6 BAP1 BASP1 BAX BBS4 BBS5 BBS7 BCL10 BCL2L1 BCL2L11 BCOR BCR BIRC6 BLOC1S5 BMI1 BMP2 BMP4 BMP5 BMP7 BMPR1A BMPR2 BPNT2 BPTF BRCA1 BRCA2 BRD2 BRK1 BYSL C1orf43 C2CD3 C2orf49 C6 CACNA1C CAMSAP3 CAPN2 CASP3 CASP8 CBY1 CC2D2A CCDC103 CCDC134 CCDC24 CCDC39 CCDC40 CCDC62 CCM2 CCN1 CCNB1 CCNB1IP1 CCNB2 CCSAP CDC40 CDC42 CDC73 CDH23 CDK1 CDK20 CDK5R1 CDKN1C CDON CDX1 CDX2 CDX4 CEBPA CEBPB CECR2 CELF1 CELF4 CELSR1 CENPU CEP290 CER1 CERT1 CFC1 CFC1B CFL1 CHD7 CHD8 CHEK1 CHRD CHRDL1 CHRNA10 CHRNA9 CHST11 CIR1 CITED1 CITED2 CLASP1 CLASP2 CLRN1 CLRN2 CLUAP1 CMIP CMTM3 CNOT1 CNOT2 CNOT3 COBL COL11A1 COL12A1 COL18A1 COL1A1 COL27A1 COL2A1 COL3A1 COL4A2 COL5A1 COL5A2 COL6A1 COL7A1 COL8A1 COPS2 COPS3 CPLANE2 CPT2 CRABP2 CRB2 CREBBP CSF2 CTHRC1 CTNNB1 CTR9 CUL3 CUL4A CXCL8 CXXC4 CYP26B1 DACT1 DAD1 DAG1 DBN1 DCANP1 DCHS1 DEAF1 DHX35 DHX36 DISP1 DKK1 DLC1 DLD DLG1 DLG2 DLG3 DLG4 DLL1 DLL3 DLL4 DLX1 DLX2 DLX3 DLX4 DLX5 DLX6 DMRT2 DNAAF1 DNAAF2 DNAJB6 DNMT3L DOP1B DR1 DSC3 DSCAML1 DUSP1 DUSP2 DUSP4 DUSP5 DVL1 DVL2 DVL3 DYNC2H1 DYNC2I1 DZIP1L E2F7 E2F8 E4F1 ECE1 EDN1 EDNRA EFEMP1 EFNA1 EFNB1 EGFL8 EGFR EGLN1 EHMT1 EIF2S2 EIF4A3 ELF3 ELL EMG1 EMP2 EMX1 EN1 EN2 ENDOG ENG EOMES EP300 EPAS1 EPB41L5 EPHA2 EPHB2 EPN1 ERBB4 ERCC1 ERCC2 ERCC3 ESRRB ETNK2 ETS2 ETV2 EVX1 EXOC4 EXT1 EXT2 EYA1 EYA2 FBLL1 FBN1 FBN2 FBXW4 FBXW8 FERD3L FGF10 FGF2 FGF4 FGF8 FGF9 FGFR1 FGFR2 FKBP10 FKBP8 FLCN FLRT3 FLT1 FLT3LG FLVCR1 FN1 FOLR1 FOSL1 FOXA1 FOXA2 FOXB1 FOXC1 FOXC2 FOXD3 FOXE1 FOXF1 FOXF2 FOXG1 FOXH1 FOXI1 FOXI3 FOXL2 FOXN4 FRAS1 FREM2 FRS2 FRZB FURIN FUT8 FUZ FXN FZD1 FZD2 FZD3 FZD5 FZD6 FZD7 GABPA GATA1 GATA2 GATA3 GATA4 GATA6 GBX2 GCM1 GDF3 GDF5 GDF7 GDNF GGNBP2 GINS1 GINS4 GJA1 GJB3 GJB5 GJB6 GLI1 GLI2 GLI3 GLMN GNA12 GNA13 GORAB GPC3 GPI GPR161 GRB2 GREM1 GREM2 GRHL2 GRHL3 GRSF1 GRXCR2 GSC HAND1 HAND2 HDAC1 HDAC2 HDAC3 HECTD1 HEG1 HES1 HES5 HES7 HESX1 HEY1 HEY2 HIF1A HINFP HIPK1 HIPK2 HIRA HLX HM13 HMGA2 HMX2 HMX3 HNF1B HNF4A HOPX HORMAD1 HOXA1 HOXA10 HOXA11 HOXA13 HOXA2 HOXA3 HOXA4 HOXA5 HOXA6 HOXA7 HOXA9 HOXB1 HOXB2 HOXB3 HOXB4 HOXB5 HOXB6 HOXB7 HOXB8 HOXB9 HOXC10 HOXC11 HOXC4 HOXC5 HOXC6 HOXC9 HOXD1 HOXD10 HOXD12 HOXD13 HOXD3 HOXD4 HOXD8 HOXD9 HPN HS2ST1 HS3ST6 HS6ST1 HSBP1 HSCB HSD17B2 HTR2B HUS1 HYAL1 ID2 ID3 IFITM5 IFT122 IFT140 IFT172 IFT52 IFT57 IGF1 IGF2 IHH IL10 IL1RN IL3 INHBA INO80 INO80B INO80C INO80D INO80E INPP5B INPP5K INSIG1 INSIG2 INSR INTS1 INTU IRX1 IRX2 IRX3 IRX5 ISL1 ITGA2 ITGA3 ITGA4 ITGA5 ITGA7 ITGA8 ITGAV ITGB1 ITGB2 ITGB3 ITGB4 ITGB5 ITPK1 JAG1 JAG2 JUNB KAT14 KAT2A KAT2B KAT5 KBTBD8 KCNQ1 KCNQ4 KDF1 KDM2B KDM4C KDM6B KDR KEAP1 KHDC3L KIAA1217 KIDINS220 KIF16B KIF20B KIFBP KIT KITLG KLF2 KLF4 KLHL12 KMT2A KPNA7 KRT19 KRT8 LAMA1 LAMA2 LAMA3 LAMA4 LAMA5 LAMB1 LAMB3 LATS1 LATS2 LBX1 LBX2 LDB1 LEF1 LEO1 LFNG LHFPL5 LHX1 LHX2 LIAS LIF LIG4 LMBR1 LMBRD1 LMO4 LNPK LOXL3 LPAR6 LRIG1 LRIG3 LRP2 LRP4 LRP5 LRP6 LRRC7 LUZP1 MAB21L2 MACROH2A1 MAFB MAFF MAFG MAN2A1 MAP2K1 MAP2K5 MAP3K20 MAPK1 MAPK3 MAPK7 MARCKS MATR3 MBD2 MBD3 MBIP MBNL1 MBP MBTD1 MCRS1 MDFI MED1 MED12 MED21 MEF2C MEGF8 MEIS1 MEIS2 MEIS3 MEIS3P1 MEOX1 MEOX2 MESP1 MESP2 MFAP2 MFAP5 MFN2 MFNG MFRP MFSD2A MGAT1 MIB1 MICAL2 MIR1-1 MIR145 MIR150 MIR200C MIR221 MIXL1 MKKS MKS1 MMP14 MMP15 MMP16 MMP2 MMP8 MMP9 MSGN1 MSH2 MSX1 MSX2 MT-ND4 MTHFD1 MTHFD1L MTHFR MYADM MYBPHL MYF5 MYF6 MYH3 MYH6 MYH9 MYO15A MYO18B MYO1E MYO3A MYO3B MYO6 MYO7A N4BP2L2 NAGLU NANOG NASP NAT8B NBN NCAPG2 NCOA1 NDEL1 NDRG4 NDST1 NDUFA2 NECAB1 NEK2 NES NEUROD1 NEUROG1 NF1 NF2 NFE2L2 NFRKB NHERF1 NIBAN2 NIPBL NKD1 NKX2-5 NKX2-6 NKX3-1 NKX3-2 NLE1 NLRP5 NMT1 NOCT NODAL NOG NOLC1 NOS3 NOTCH1 NOTCH2 NOTO NPAT NPHP3 NPM2 NR0B1 NR2C2 NR2F2 NR4A3 NR5A2 NRARP NRP1 NRP2 NSDHL NSRP1 NSUN2 NTN1 NUP133 NXN OCRL OOEP OPA1 OSR1 OSR2 OTOP1 OTUD7B OTX1 OTX2 OVOL2 PADI6 PAF1 PAFAH1B1 PALB2 PALS1 PAX2 PAX5 PAX6 PAX8 PBX1 PBX2 PBX3 PBX4 PCDH12 PCDH8 PCGF2 PCSK5 PCSK6 PDCD6 PDGFA PDGFB PDGFRA PDX1 PDZD7 PEF1 PELO PEMT PFN1 PGAP1 PHACTR4 PHF6 PHGDH PHLDA2 PHLDB1 PHLDB2 PIFO PIK3CB PITX1 PITX2 PKD1 PKD2 PKDCC PLCB1 PLCD3 PLCG1 PLD6 PLK4 PLOD3 PLPP3 PLPP4 PLS1 PLXNA2 PLXNA4 PLXNB2 PNLDC1 POFUT1 POFUT2 POGLUT1 POLB POLE POLG2 POLR1B POU3F4 POU4F3 POU5F1 PPIL1 PPP1CC PPP1R13L PPP1R35 PPP2R3A PPP4R4 PRDM1 PRDM14 PRICKLE1 PRKACA PRKACB PRKAR1A PRKDC PRKRA PRMT1 PROX1 PRRX1 PSEN1 PSMC4 PSPH PTCH1 PTH1R PTK7 PTPN18 PTPRR RAB14 RACGAP1 RACK1 RAD51B RAI2 RALA RARA RARB RARG RARRES2 RBBP6 RBBP8 RBM19 RBM46 RBP4 RBPJ RBPMS2 RCN1 RDH10 RECK RET RGMA RIC8A RICTOR RIPPLY1 RIPPLY2 RIPPLY3 RNASEH2B RNF112 RNF2 RNF207 RNF220 ROCK1 ROCK2 RPGRIP1L RPL10 RPL13 RPL38 RPL7L1 RPS6 RPS6KA6 RPS7 RRM2 RRN3 RRP7A RSPO2 RSPO3 RTCB RTF1 RTN4 RUNDC1 RUNX2 RUVBL1 RUVBL2 RYR2 SALL1 SALL4 SATB2 SBDS SCEL SCO2 SCRIB SCT SCX SDC4 SEBOX SEC24B SEC24C SEC24D SEMA3C SEMA3F SEMA4C SEPTIN7 SETD2 SETDB2 SF3B6 SFRP1 SFRP2 SGF29 SH2B3 SH3PXD2A SHH SHOX2 SIM2 SIN3A SIX1 SIX2 SIX3 SIX4 SKI SKIL SLC25A20 SLC25A34 SLC2A10 SLC30A1 SLC34A2 SLC35E2B SLC39A1 SLC39A12 SLC39A3 SLC44A4 SLC5A7 SLITRK6 SMAD1 SMAD2 SMAD3 SMAD4 SMAD5 SMAD6 SMARCB1 SMG9 SMIM14 SMO SNAI1 SOBP SOCS3 SOD1 SOS1 SOX10 SOX11 SOX15 SOX17 SOX18 SOX2 SOX7 SOX8 SOX9 SP3 SP8 SP9 SPECC1 SPIC SPINT1 SPINT2 SPRY2 SRF SSBP3 ST14 ST8SIA6 STIL STK3 STK4 STMN3 STOX1 STOX2 STRA6 STRC SUFU SULF1 SULF2 SUPT20H SUPT6H SYF2 TAB1 TADA2A TADA3 TAF10 TAF8 TAL1 TAPT1 TASOR TBC1D23 TBC1D32 TBL1XR1 TBX1 TBX15 TBX18 TBX19 TBX2 TBX20 TBX3 TBX4 TBX5 TBX6 TBXT TCAP TCF15 TCF21 TCOF1 TCTN1 TDG TDGF1 TDRD1 TDRD5 TDRD6 TDRD7 TDRKH TEAD1 TEAD2 TEAD3 TEAD4 TECTA TENM4 TENT5C TERF2 TET1 TFAP2A TFEB TFPT TGFB1 TGFB1I1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGIF2 TH THOC5 TIE1 TIFAB TLE6 TLX2 TM4SF1 TMED2 TMEM100 TMEM107 TMEM231 TMIE TNF TOP1 TOP2A TP53 TP63 TPO TPRA1 TPRN TRA2B TRAF6 TRIM15 TRIM28 TRIM71 TRIOBP TRIP12 TRIP6 TSC1 TSC2 TSHZ1 TTC39C TTLL1 TTLL4 TTPA TUBB2B TULP3 TWIST1 TWSG1 TXNRD1 UBE2B UBR3 UBTFL1 UCHL5 UCMA UGDH UNK UPB1 UPF3A USH1C USH1G USP22 UTP25 VANGL2 VASH1 VASH2 VASP VAX2 VEGFA VEGFC VPS52 VPS54 VTN WDPCP WDR19 WDR48 WDR5 WDR74 WDTC1 WHRN WLS WNK1 WNT1 WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT8A WNT8B WNT9A WNT9B WT1 XAB2 XRCC2 XYLT1 YAP1 YBX1 YBX3 YEATS2 YTHDC1 YTHDF2 YY1 ZBED3 ZBED6 ZBTB16 ZBTB17 ZEB1 ZFAND5 ZFP36L1 ZFPM1 ZFPM2 ZIC1 ZIC3 ZMIZ1 ZNF281 ZNF335 ZNF358 ZNF568 ZNF830 ZP3 ZPR1 ZZZ3 GOBP_EMBRYO_DEVELOPMENT_ENDING_IN_BIRTH_OR_EGG_HATCHING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EMBRYO_DEVELOPMENT_ENDING_IN_BIRTH_OR_EGG_HATCHING ABI1 ABL1 ACE ACSL4 ACTL6A ACVR1 ACVR1B ACVR1C ACVR2A ACVRL1 ADA ADAM10 ADAMTS3 ADCY9 ADGRF5 ADM AGBL4 AKAP3 AKIRIN2 AKT1 ALDH1A2 ALKBH1 ALX1 ALX3 ALX4 AMBRA1 AMOT ANGPT1 ANKS6 APAF1 APBA1 APBA2 APBA3 APOB AR ARHGAP35 ARHGDIG ARL13B ARMC5 ARNT ARNT2 ASCL2 ASF1B ATF2 ATM ATP11A ATP6AP2 ATP7A AXIN1 AXIN2 B9D1 BAP1 BBS4 BCL10 BCL2L1 BCL2L11 BCOR BIRC6 BMI1 BMP2 BMP4 BMP5 BMP7 BMPR1A BMPR2 BPTF BRCA1 BRCA2 BRD2 BRK1 BYSL C1orf43 C2CD3 C6 CAMSAP3 CAPN2 CASP3 CASP8 CBY1 CC2D2A CCDC24 CCDC62 CCM2 CCN1 CCNB1 CCNB1IP1 CCNB2 CDK20 CDK5R1 CDKN1C CDX1 CDX2 CDX4 CEBPA CEBPB CECR2 CELF1 CELF4 CELSR1 CENPU CERT1 CHD7 CHD8 CHEK1 CHRD CHST11 CIR1 CITED1 CITED2 CLUAP1 CMIP CMTM3 CNOT1 CNOT2 CNOT3 COBL COL11A1 COL1A1 COL2A1 COL3A1 COPS2 COPS3 CPLANE2 CPT2 CRB2 CSF2 CTHRC1 CTNNB1 CTR9 CUL3 CUL4A DACT1 DAD1 DBN1 DCHS1 DEAF1 DHX35 DKK1 DLC1 DLG1 DLL1 DLL3 DLX1 DLX2 DMRT2 DNAAF2 DNAJB6 DNMT3L DSC3 DSCAML1 DVL1 DVL2 DVL3 DYNC2I1 DZIP1L E2F7 E2F8 ECE1 EDN1 EDNRA EGFL8 EGFR EGLN1 EIF2S2 EIF4A3 ELF3 ELL EMG1 EMP2 EMX1 EN1 ENDOG EOMES EP300 EPAS1 EPB41L5 EPHA2 EPN1 ERCC2 ESRRB ETNK2 ETV2 EVX1 EXT1 EYA1 FBLL1 FBXW8 FERD3L FGF2 FGF8 FGF9 FGFR1 FGFR2 FKBP10 FKBP8 FLCN FLVCR1 FOLR1 FOSL1 FOXA1 FOXB1 FOXC1 FOXC2 FOXD3 FOXF1 FOXI1 FOXI3 FURIN FUT8 FUZ FXN FZD1 FZD2 FZD3 FZD5 FZD6 GABPA GATA1 GATA2 GATA3 GATA6 GBX2 GCM1 GDF3 GDF7 GGNBP2 GINS1 GINS4 GJB3 GJB5 GLI2 GLI3 GLMN GNA12 GNA13 GORAB GPI GPR161 GRB2 GRHL2 GRHL3 GSC HAND1 HAND2 HDAC3 HECTD1 HEG1 HES1 HES5 HES7 HEY1 HEY2 HIF1A HINFP HM13 HNF1B HOPX HORMAD1 HOXA1 HOXA11 HOXA2 HOXA3 HOXA4 HOXA5 HOXA6 HOXA7 HOXA9 HOXB1 HOXB2 HOXB3 HOXB4 HOXB5 HOXB6 HOXB7 HOXB8 HOXB9 HOXC11 HOXC4 HOXC5 HOXC6 HOXC9 HOXD1 HOXD10 HOXD3 HOXD4 HOXD9 HS3ST6 HS6ST1 HSD17B2 HUS1 HYAL1 IFITM5 IFT122 IFT140 IFT172 IFT52 IFT57 IGF1 IGF2 IHH IL10 INPP5B INPP5K INTS1 INTU IRX5 ISL1 ITGB1 ITPK1 JAG2 JUNB KAT2A KAT5 KBTBD8 KDM2B KDM4C KEAP1 KIAA1217 KIDINS220 KIF20B KIFBP KLF2 KLF4 KLHL12 KPNA7 KRT19 KRT8 LATS1 LATS2 LEF1 LFNG LHX1 LHX2 LIAS LIF LIG4 LMO4 LPAR6 LRP2 LRP6 LUZP1 MAFF MAFG MAN2A1 MAP2K1 MAPK1 MARCKS MATR3 MBD3 MBNL1 MBTD1 MDFI MED1 MED12 MED21 MEGF8 MEOX1 MEOX2 MESP1 MESP2 MFN2 MFNG MFRP MGAT1 MIB1 MKS1 MMP14 MMP16 MSGN1 MSH2 MSX1 MT-ND4 MTHFD1 MTHFD1L MTHFR MYBPHL MYF5 MYF6 MYH6 MYH9 MYO18B MYO1E N4BP2L2 NASP NBN NCAPG2 NCOA1 NDEL1 NDST1 NDUFA2 NECAB1 NEK2 NF1 NIPBL NKD1 NKX2-5 NKX2-6 NKX3-1 NKX3-2 NLE1 NMT1 NODAL NOG NOLC1 NOS3 NOTCH1 NOTCH2 NPAT NPHP3 NPM2 NR2F2 NR5A2 NRARP NSDHL NSRP1 NSUN2 NUP133 NXN OCRL OPA1 OSR1 OSR2 OTUD7B OVOL2 PALB2 PAX2 PAX5 PAX6 PBX1 PCDH12 PCDH8 PCGF2 PCSK5 PDCD6 PDGFB PDGFRA PEF1 PELO PEMT PFN1 PHACTR4 PHF6 PHGDH PHLDA2 PKD1 PKD2 PLCD3 PLCG1 PLK4 PLOD3 PLPP4 PLXNA2 PLXNB2 PNLDC1 POFUT1 POGLUT1 POLB POLG2 POLR1B POU5F1 PPP1CC PPP4R4 PRDM1 PRDM14 PRICKLE1 PRKACA PRKACB PRKDC PRMT1 PROX1 PRRX1 PSEN1 PSMC4 PSPH PTCH1 PTH1R PTK7 PTPN18 PTPRR RAD51B RAI2 RALA RARA RARG RBBP6 RBBP8 RBM46 RBP4 RBPJ RCN1 RDH10 RGMA RIC8A RICTOR RIPPLY1 RIPPLY2 RIPPLY3 RNASEH2B RNF220 RPGRIP1L RPL13 RPL7L1 RPS7 RRM2 RRN3 RRP7A RSPO3 RTCB RTF1 RTN4 RUNDC1 RUNX2 SALL4 SATB2 SBDS SCEL SCO2 SCRIB SCX SDC4 SEBOX SEC24B SEC24C SEC24D SEMA3C SEMA4C SETD2 SF3B6 SFRP1 SFRP2 SH3PXD2A SHH SHOX2 SIN3A SIX1 SIX2 SIX4 SKI SKIL SLC25A20 SLC25A34 SLC2A10 SLC30A1 SLC34A2 SLC35E2B SLC39A1 SLC39A12 SLC39A3 SLC5A7 SMAD2 SMAD3 SMAD4 SMARCB1 SMG9 SMIM14 SMO SNAI1 SOCS3 SOX10 SOX11 SOX15 SOX17 SOX18 SOX8 SOX9 SP3 SPECC1 SPIC SPINT1 SPINT2 SRF SSBP3 ST14 ST8SIA6 STIL STK3 STK4 STMN3 STOX2 SUFU SULF1 SULF2 SUPT6H SYF2 TAB1 TAF10 TAF8 TAPT1 TBC1D32 TBL1XR1 TBX1 TBX15 TBX18 TBX3 TBX6 TBXT TCAP TCF15 TCOF1 TCTN1 TDGF1 TEAD2 TEAD4 TENT5C TERF2 TET1 TFAP2A TFEB TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TIE1 TLE6 TM4SF1 TMED2 TMEM100 TMEM107 TMEM231 TP53 TRAF6 TRIM28 TRIM71 TRIP6 TSC1 TSC2 TTLL1 TTLL4 TTPA TULP3 TWIST1 UBE2B UBR3 UBTFL1 UCMA UNK UPB1 UPF3A USP22 VANGL2 VASH1 VASH2 VASP VEGFA VPS54 WDPCP WDR19 WDR74 WDTC1 WNT1 WNT11 WNT2 WNT3A WNT5A WNT7B WNT8A WNT9A WNT9B XAB2 XRCC2 XYLT1 YAP1 YBX3 YTHDC1 ZBED6 ZEB1 ZFAND5 ZFP36L1 ZFPM2 ZIC3 ZMIZ1 ZNF335 ZNF358 ZNF568 ZNF830 ZP3 ZPR1 GOBP_EMBRYO_IMPLANTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EMBRYO_IMPLANTATION A1CF ACOD1 ACVR1B ACVR1C AGO2 APELA APLF ARHGDIB BSG C1QBP CALCA CALR DDR1 EMP2 EPO FBLN1 FKBP4 FUT7 GJA1 H3-3A H3-3B HMX3 HSPG2 IGFBP7 IL1B INTS1 ITGB3 ITGB4 LIF MIR15B MIR16-1 MIR21 MMP2 MMP9 NODAL PCSK5 POLR1B PPARD PRDM14 PRLR PTGS2 RECK RPL29 SCGB1A1 SMURF2 SOD1 SPP1 STC1 STC2 SYDE1 TEAD4 TIMP1 TPPP3 TRIM28 TRO UBE2Q1 UBTFL1 VEGFA VMP1 YTHDF3 GOBP_ENAMEL_MINERALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENAMEL_MINERALIZATION AMELX AMELY AMTN CFTR CNNM4 DMP1 ENAM FAM20A FAM20C ITGB6 MMP20 MSX2 NECTIN1 ODAPH PPARA SLC24A4 SLC4A2 STIM1 TBX1 TCIRG1 WDR72 GOBP_ENDOCANNABINOID_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENDOCANNABINOID_SIGNALING_PATHWAY ABHD6 ALOX15B CAMK2A DAGLA MGLL GOBP_ENDOCARDIAL_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENDOCARDIAL_CELL_DIFFERENTIATION ACVR1 NOTCH1 NRG1 SMAD4 SOX17 SOX18 GOBP_ENDOCARDIAL_CUSHION_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENDOCARDIAL_CUSHION_DEVELOPMENT ACVR1 ACVRL1 ADAMTS5 APC APLNR BMP2 BMP4 BMP5 BMP7 BMPR1A BMPR2 CITED2 CPLANE2 CRELD1 DCHS1 DKK1 ENG ERBB3 FGF8 FOXF1 GATA4 GATA5 HEY1 HEY2 HEYL ISL1 JAG1 MDM2 MDM4 MSX1 MSX2 NOG NOS3 NOTCH1 RBM24 RBPJ ROBO1 ROBO2 SMAD2 SMAD4 SNAI1 SNAI2 SOX9 TBX2 TBX20 TBX3 TBX5 TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TMEM100 TWIST1 GOBP_ENDOCARDIAL_CUSHION_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENDOCARDIAL_CUSHION_FORMATION ACVR1 APLNR BMP2 BMP4 BMP5 BMP7 BMPR1A DCHS1 ENG FGF8 HEY2 HEYL MSX1 MSX2 NOG NOTCH1 RBPJ ROBO1 ROBO2 SMAD4 SNAI1 SNAI2 TBX2 TBX20 TBX3 TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TMEM100 GOBP_ENDOCARDIAL_CUSHION_FUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENDOCARDIAL_CUSHION_FUSION ACVR1 CPLANE2 GATA5 TGFB2 TGFBR2 GOBP_ENDOCARDIAL_CUSHION_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENDOCARDIAL_CUSHION_MORPHOGENESIS ACVR1 ACVRL1 ADAMTS5 APC APLNR BMP2 BMP4 BMP5 BMP7 BMPR1A CPLANE2 DCHS1 ENG FGF8 GATA5 HEY1 HEY2 HEYL ISL1 MDM2 MDM4 MSX1 MSX2 NOG NOS3 NOTCH1 RBPJ ROBO1 ROBO2 SMAD2 SMAD4 SNAI1 SNAI2 SOX9 TBX2 TBX20 TBX3 TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TMEM100 TWIST1 GOBP_ENDOCARDIAL_CUSHION_TO_MESENCHYMAL_TRANSITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENDOCARDIAL_CUSHION_TO_MESENCHYMAL_TRANSITION ACVRL1 EFNA1 ENG HAS2 HEY2 TWIST1 GOBP_ENDOCARDIUM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENDOCARDIUM_DEVELOPMENT ACVR1 KDR NOTCH1 NRG1 OVOL2 PROX1 RBPJ SMAD4 SOX17 SOX18 STK3 STK4 GOBP_ENDOCARDIUM_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENDOCARDIUM_MORPHOGENESIS NOTCH1 OVOL2 PROX1 RBPJ SOX17 SOX18 GOBP_ENDOCHONDRAL_BONE_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENDOCHONDRAL_BONE_MORPHOGENESIS ALPL ANXA6 ATF2 AXIN2 BMP4 BMP6 BMPR1B BMPR2 BPNT2 CBS CER1 COL13A1 COL1A1 COL27A1 COL2A1 COL3A1 COMP CSGALNACT1 DLX5 ENSG00000274276 EXT1 EXT2 FGF18 FGFR3 FOSL2 FOXC1 GHR HOXA11 IFT80 IHH INPPL1 MATN1 MEF2C MEF2D MMP13 MMP14 MMP16 NAB1 NAB2 NPPC NPR2 PEX7 PHOSPHO1 RARA RARB RARG RUNX2 SCX SERPINH1 SHOX2 SMPD3 SOX9 STC1 TEK TGFBR2 THBS3 TMEM119 TRIP11 TRPV4 TSKU ZMPSTE24 GOBP_ENDOCRINE_HORMONE_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENDOCRINE_HORMONE_SECRETION AGT AGTR1 AQP1 BMP6 C1QTNF1 C1QTNF3 CGA CRH CRHBP CRHR1 CRY1 CRY2 CYP19A1 DAB2 FOXD1 FOXL2 FZD4 GAL GALR1 GATA3 GDF9 GHRL GJA1 GNRHR HCAR2 IL1B INHA INHBA INHBB KCNQ1 KDM5B KISS1 LEP NIBAN2 NKX3-1 NPVF OPRK1 POMC PPARG PTPN11 RAB11FIP1 RAB11FIP3 RAB11FIP5 RAB8B REN RETN SELENOM SMAD4 SPP1 TACR2 TBX3 TMF1 TRPV6 TSPO UCN WNK4 GOBP_ENDOCRINE_PANCREAS_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENDOCRINE_PANCREAS_DEVELOPMENT AKT1 ANXA1 BAD BAK1 BHLHA15 BMAL1 BMP4 BMP5 BMP6 CDH2 CDK6 CLOCK DLL1 EIF2AK3 FOXA2 GATA6 GDF11 GIP GIPR GSK3A GSK3B HES1 IL6 IL6R INSM1 MIR541 MNX1 NEUROD1 NKX2-2 NKX6-1 NKX6-2 ONECUT1 ONECUT2 PAX6 PDPK1 PDX1 RFX3 RFX6 RHEB SIDT2 SMO SOX4 SOX9 VHL WNT5A ZNF800 GOBP_ENDOCRINE_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENDOCRINE_PROCESS ACE ACE2 AGT AGTR1 AGTR2 AQP1 ATP6AP2 AVPR1A AVPR1B AVPR2 BMP6 C1QTNF1 C1QTNF3 CGA CMA1 CORIN CPA3 CRH CRHBP CRHR1 CRY1 CRY2 CTSG CTSZ CYP11B2 CYP19A1 DAB2 DRD5 ECE1 EDN1 EDN2 EDN3 EDNRB ENPEP F2R F2RL1 FOXD1 FOXL2 FZD4 GAL GALR1 GATA3 GDF9 GHRL GJA1 GNRHR HCAR2 HSD11B2 IL1B INHA INHBA INHBB KCNQ1 KDM5B KISS1 KRAS LEP NDST2 NIBAN2 NKX3-1 NOS3 NOX1 NPVF OPRK1 OR51E2 OXTR PCSK5 POMC PPARG PTPN11 RAB11FIP1 RAB11FIP3 RAB11FIP5 RAB8B RASL10B REN RETN RHOA RPS6KA2 SELENOM SERPINF2 SMAD4 SPP1 SUCNR1 TACR1 TACR2 TBX3 TMF1 TRPV6 TSPO UCN WNK4 GOBP_ENDOCRINE_SYSTEM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENDOCRINE_SYSTEM_DEVELOPMENT AKT1 ALDH1A2 ANXA1 APOA1 ARID5B ARMC5 ASCL1 BAD BAK1 BHLHA15 BMAL1 BMP2 BMP4 BMP5 BMP6 BMPR1A BRAF CDH1 CDH2 CDK6 CDKN1C CGA CITED2 CLOCK CREB1 CRH CRHR1 CRKL CTNS CYP1B1 DKK3 DLL1 DRD2 EDN1 EDNRA EIF2AK3 FGF10 FGF2 FGF8 FOXA2 FOXE1 FOXI3 GATA2 GATA3 GATA6 GCM2 GDF11 GHRH GHRHR GIP GIPR GLI1 GLI2 GSK3A GSK3B GSX1 HES1 HESX1 HIPK2 HOXA3 HOXA5 HOXB3 HOXD3 IL6 IL6R INHBB INSM1 INSR ISL1 LHX3 MAP2K1 MAP2K2 MAPK1 MAPK3 MDK MIR541 MNX1 NEUROD1 NF1 NKX2-1 NKX2-2 NKX2-5 NKX6-1 NKX6-2 NOG NR0B1 NR3C1 NR5A1 ONECUT1 ONECUT2 OTP PAX6 PAX8 PBX1 PCSK1 PDGFRA PDPK1 PDX1 PITX1 PITX2 POU1F1 POU3F2 PROP1 RAF1 RAP1GAP RBPJ RFX3 RFX6 RHEB SALL1 SHH SIDT2 SIX1 SIX3 SLC6A3 SMAD2 SMAD3 SMAD4 SMO SOX2 SOX3 SOX4 SOX9 SRD5A1 SRF STRA6 TBX1 TBX19 TG TGFBR1 THRA TSPO TUBB1 VHL WNT11 WNT4 WNT5A WT1 ZNF800 GOBP_ENDOCYTIC_RECYCLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENDOCYTIC_RECYCLING ACAP2 ACTN2 AKAP5 ANKRD27 ANKRD50 ARF6 ARHGAP1 ARHGAP44 ARHGAP8 ARL4C ATP6AP1 ATP9A BLTP1 BVES CCDC22 CCDC93 CMTM6 DENND1A DENND1B DENND1C EHD1 EHD2 EHD3 EHD4 EIPR1 ENTR1 EPG5 EPS15 GGA3 GRIP1 GRIP2 GRIPAP1 HGS INPP5F LMTK2 LRRC7 MICALL1 MICALL2 NDRG4 NSG1 PLA2G3 PLA2G4E PTPN23 RAB11A RAB11B RAB11FIP3 RAB11FIP4 RAB12 RAB13 RAB14 RAB17 RAB35 RAB7A RAB8A RAB8B SCRIB SNF8 SNX12 SNX17 SNX27 SNX3 SNX30 SNX4 SNX7 SORL1 STX12 STX16 STX6 TAMALIN TRARG1 VAMP4 VPS13B VPS26A VPS26C VPS29 VPS35 VPS35L VPS39 VPS50 VPS51 VPS52 VPS53 VTI1A WASH3P WASH6P WASHC1 WASHC2C WIPF3 ZDHHC2 GOBP_ENDOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENDOCYTOSIS AAK1 ABCA1 ABCA13 ABCA2 ABCA7 ABL1 ABL2 ACE2 ACHE ACKR2 ACKR3 ACKR4 ACTB ACTG1 ADGRB1 ADIPOQ ADM ADORA1 ADORA2A ADRB2 ADRB3 AGER AHI1 AHSG AIF1 ALOX15 AMN AMPH ANGPT1 ANK2 ANKFY1 ANKRD13A ANKRD13B ANKRD13D ANO6 ANXA1 ANXA11 ANXA2 ANXA3 AP1G1 AP1S1 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 AP3B2 AP3D1 AP3M1 AP3M2 AP3S1 AP3S2 APELA APLN APLP1 APOA1 APOA2 APOA5 APOBR APOC1 APOC2 APOC3 APOE APP APPL1 APPL2 ARC ARF1 ARF6 ARFGAP1 ARHGAP12 ARHGAP25 ARHGAP27 ARL8B ARR3 ARRB1 ARRB2 ASGR1 ASGR2 ATAD1 ATG3 ATG5 ATP6V1H ATP9A ATP9B ATXN2 AXL AZU1 B2M BCL2L1 BCR BECN1 BICD1 BIN1 BIN2 BIN3 BLTP1 BMP2K BTBD9 BTK C1orf43 C2 C3 C4A C4B C4BPA C4BPB C9orf72 CACNG2 CACNG3 CACNG4 CACNG5 CACNG7 CACNG8 CALCRL CALR CALY CAMK1D CANX CAP1 CARMIL1 CAV1 CAV2 CAV3 CBL CBLL1 CCDC32 CCL19 CCL2 CCL21 CCR2 CD14 CD151 CD163 CD177 CD209 CD22 CD300A CD300LF CD302 CD320 CD36 CD47 CD63 CD81 CD9 CD93 CDC42 CDC42SE1 CDC42SE2 CDH13 CDK5 CEACAM1 CEACAM4 CEBPE CFP CHRNA7 CLCN3 CLCN5 CLEC10A CLEC4F CLEC4M CLEC7A CLEC9A CLINT1 CLIP3 CLN3 CLTA CLTB CLTC CLTCL1 CLU CNN2 CNTN2 COLEC10 COLEC11 COLEC12 CORO1A CORO1C CREG1 CRP CRYBA1 CSK CSNK1D CSNK1E CSNK1G1 CSNK1G2 CSNK1G3 CTBP1 CTSL CTTN CUBN CXCL16 CXCL8 CXCR1 CXCR2 CYBA CYTH2 DAB2 DBNL DENND1A DENND1B DENND1C DGKD DGKQ DKK1 DLG4 DLL1 DMBT1 DNAJC13 DNAJC6 DNER DNM1 DNM1L DNM2 DNM3 DOCK1 DOCK2 DPP4 DPYSL2 DRD2 DRD3 DRD4 DTNBP1 DYSF EEA1 EEF2K EFNB2 EGF EGFEM1P EHBP1 EHD1 EHD2 EHD3 EHD4 EIF2AK1 ELANE ELMO1 ELMO2 ELMO3 ENDOU ENPP1 ENPP2 ENTHD1 ENTREP1 EPHA3 EPN1 EPN2 EPN3 EPS15 EPS15L1 EQTN ESYT2 EZR F2RL1 FCER1G FCER2 FCGR1A FCGR2B FCHO1 FCHO2 FCHSD2 FCN1 FCN2 FCN3 FGR FKBP15 FLOT1 FMR1 FNBP1 FNBP1L FOLR1 FPR2 FYN GAK GAPVD1 GAS6 GATA2 GH1 GHR GPC3 GPR107 GRB2 GREM1 GRIA1 GRK2 GRK3 GRK4 GSG1L GSN GTF2H2 GULP1 H1-1 HAVCR1 HCK HEATR5A HEATR5B HFE HGS HIP1 HIP1R HMGB1 HMMR HNRNPK HOOK2 HPCA HRAS HSPG2 HTR1B HTR2B ICAM3 ICAM5 IFNG IGF2R IL10RA IL15 IL15RA IL1B IL2RB IL2RG IL4 ILDR1 INPP5F INPPL1 INSR IRF8 ITCH ITGA2 ITGA4 ITGAL ITGAM ITGAV ITGB1 ITGB2 ITGB3 ITSN1 ITSN2 JMJD6 JPT2 LBP LDLR LDLRAD3 LDLRAP1 LEP LEPR LETMD1 LGALS3 LGALS3BP LILRB1 LILRB4 LIMK1 LIPA LMAN2 LMBR1L LMBRD1 LPAR1 LRP1 LRP10 LRP12 LRP1B LRP2 LRP3 LRP4 LRP5 LRP6 LRP8 LRPAP1 LRRK2 LRRTM1 LRRTM2 LRSAM1 LY75 LYAR LYN LYST LYVE1 M6PR MAGI2 MAPK1 MAPK3 MAPKAPK2 MAPKAPK3 MARCHF2 MARCHF3 MARCO MBL2 MCTP1 MEGF10 MERTK MESD MET MFGE8 MIA3 MIB1 MICALL1 MIR17 MIR181B1 MIR183 MIR185 MIR199A1 MIR205 MIR20A MIR27A MIR27B MIR92B MKLN1 MLC1 MRC1 MRC2 MSR1 MST1R MTMR2 MTMR6 MTMR9 MYCBPAP MYD88 MYH9 MYO18A MYO1E MYO1G MYO6 MYO7A NCF2 NCF4 NCKAP1L NCKIPSD NDP NECAB2 NECAP1 NECAP2 NEDD4 NEDD4L NEU3 NEURL1B NEURL3 NLGN1 NLGN2 NLGN3 NLGN4X NLGN4Y NME1 NOD2 NOSTRIN NPC1 NR1H2 NR1H3 NTF3 NUMB OCIAD1 OCIAD2 OLR1 OPHN1 P2RX7 P2RY6 PACSIN1 PACSIN2 PACSIN3 PAK1 PCSK9 PDLIM7 PEAR1 PECAM1 PI4KB PICALM PICK1 PIK3C2A PIK3C3 PIK3CA PIK3CB PIK3CG PIKFYVE PIP4P2 PIP5K1A PIP5K1C PLA2G5 PLA2G6 PLA2R1 PLCG2 PLD2 PLD4 PLPP4 PLSCR1 PPP3CA PPP3CB PPP3CC PPP3R1 PPT1 PRG4 PRKCD PRKCE PRKCG PRKD1 PRKN PROM2 PRTN3 PSEN1 PSTPIP1 PTK2 PTPN1 PTPRC PTPRJ PTX3 PYCARD RAB11FIP2 RAB14 RAB17 RAB1A RAB20 RAB21 RAB22A RAB27A RAB27B RAB31 RAB34 RAB39A RAB4A RAB4B RAB5A RAB5B RAB5C RAB7A RAB7B RABEP1 RABEP2 RABEPK RABGAP1L RABGEF1 RAC1 RAC3 RACK1 RALA RALB RALBP1 RAMP1 RAMP2 RAMP3 RARA REPS1 REPS2 RHOBTB1 RHOBTB2 RHOJ RHOQ RHOU RHOV RIN1 RIN2 RIN3 RINL RIT2 RNASEK ROCK1 RSPO1 RUBCN RUFY1 RUFY2 SAG SCAMP1 SCAMP5 SCARA3 SCARA5 SCARB1 SCARB2 SCARF1 SCARF2 SCRIB SCYL2 SDC1 SDCBP SELE SERPINE1 SFRP4 SFTPA1 SFTPD SGIP1 SH3BP1 SH3BP4 SH3GL1 SH3GL2 SH3GL3 SH3KBP1 SHH SIGLEC1 SIRPA SIRPB1 SIRPG SLAMF1 SLC11A1 SLC17A7 SLC2A4 SLC9B2 SMAP1 SMPD1 SNAP25 SNAP91 SNCA SNCB SNCG SNX1 SNX10 SNX12 SNX17 SNX18 SNX3 SNX33 SNX5 SNX9 SOD1 SORL1 SORT1 SPACA3 SPG11 SPHK1 SPON2 SRC SRPX SSC5D STAB1 STAB2 STAP1 STBD1 STEAP2 STON1 STON2 STX1A STX1B SURF4 SYK SYNE1 SYNJ1 SYNJ2 SYNJ2BP SYNRG SYP SYT1 SYT11 SYT2 SYT4 SYT5 SYT7 SYT8 TAFA4 TBC1D24 TBC1D2B TBC1D5 TEX261 TF TFR2 TFRC TGM2 THBS1 TICAM2 TIMD4 TLR2 TLR4 TM9SF4 TMEM108 TMEM175 TNF TNK2 TOM1 TOR1A TPCN1 TPCN2 TREM2 TREX1 TRIP10 TSC2 TSG101 TUB TULP1 TUSC2 TYRO3 TYROBP UBE3A UBQLN2 UNC119 UNC13D USH1G USP20 USP33 VAC14 VAMP2 VAMP4 VAMP7 VAV1 VAV2 VAV3 VEGFA VIPAS39 VLDLR VPS28 VPS33B VTN WASF1 WASF2 WASL WDR54 WNT3A WNT5A XKR4 XKR5 XKR6 XKR7 XKR8 XKR9 YES1 ZFYVE16 ZFYVE9 GOBP_ENDOCYTOSIS_INVOLVED_IN_VIRAL_ENTRY_INTO_HOST_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENDOCYTOSIS_INVOLVED_IN_VIRAL_ENTRY_INTO_HOST_CELL ACE2 CAV1 CAV2 CLEC4M CTSL DPP4 EPS15 JPT2 PIKFYVE RNASEK SIGLEC1 TPCN1 TPCN2 GOBP_ENDODERMAL_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENDODERMAL_CELL_DIFFERENTIATION CDC73 COL11A1 COL12A1 COL4A2 COL5A1 COL5A2 COL6A1 COL7A1 COL8A1 CTNNB1 CTR9 DKK1 EOMES FN1 GATA6 GRB2 HMGA2 HNF1B HSBP1 INHBA ITGA4 ITGA5 ITGA7 ITGAV ITGB2 ITGB5 LAMA3 LAMB1 LAMB3 LEO1 MACROH2A1 MAP2K1 MESP1 MIXL1 MMP14 MMP15 MMP2 MMP8 MMP9 NANOG NODAL NR0B1 PAF1 POU5F1 RTF1 SETD2 SOX17 SOX2 VTN GOBP_ENDODERMAL_CELL_FATE_COMMITMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENDODERMAL_CELL_FATE_COMMITMENT CDC73 CTNNB1 CTR9 DKK1 EOMES GATA6 HNF1B LEO1 MESP1 NANOG PAF1 POU5F1 RTF1 SOX17 SOX2 GOBP_ENDODERMAL_CELL_FATE_SPECIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENDODERMAL_CELL_FATE_SPECIFICATION DKK1 EOMES HNF1B MESP1 NANOG POU5F1 SOX17 SOX2 GOBP_ENDODERM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENDODERM_DEVELOPMENT APELA ARC BMP4 BMPR1A BPTF CDC73 COL11A1 COL12A1 COL4A2 COL5A1 COL5A2 COL6A1 COL7A1 COL8A1 CTNNB1 CTR9 DKK1 DUSP1 DUSP2 DUSP4 DUSP5 EOMES EPB41L5 EXT1 FGF8 FN1 GATA4 GATA6 GDF3 GRB2 HDAC1 HMGA2 HNF1B HOXC11 HSBP1 INHBA ITGA4 ITGA5 ITGA7 ITGAV ITGB2 ITGB5 KIF16B LAMA3 LAMB1 LAMB3 LAMC1 LEO1 LHX1 MACROH2A1 MAP2K1 MED12 MESP1 MIXL1 MMP14 MMP15 MMP2 MMP8 MMP9 NANOG NKX2-1 NODAL NOG NOTCH1 NR0B1 ONECUT1 PAF1 PAX9 PELO POU5F1 RTF1 SETD2 SMAD2 SMAD3 SMAD4 SOX17 SOX2 SOX7 SSBP3 TBX20 TNRC6A VTN ZFP36L1 GOBP_ENDODERM_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENDODERM_FORMATION CDC73 COL11A1 COL12A1 COL4A2 COL5A1 COL5A2 COL6A1 COL7A1 COL8A1 CTNNB1 CTR9 DKK1 DUSP1 DUSP2 DUSP4 DUSP5 EOMES FN1 GATA6 GRB2 HMGA2 HNF1B HSBP1 INHBA ITGA4 ITGA5 ITGA7 ITGAV ITGB2 ITGB5 LAMA3 LAMB1 LAMB3 LEO1 LHX1 MACROH2A1 MAP2K1 MESP1 MIXL1 MMP14 MMP15 MMP2 MMP8 MMP9 NANOG NODAL NOG NR0B1 PAF1 POU5F1 RTF1 SETD2 SMAD2 SOX17 SOX2 SOX7 TBX20 VTN GOBP_ENDOLYSOSOMAL_TOLL_LIKE_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENDOLYSOSOMAL_TOLL_LIKE_RECEPTOR_SIGNALING_PATHWAY CAV1 COLEC12 DDX3X EPG5 F2RL1 FCRL3 FLOT1 FLOT2 GRAMD4 HAVCR2 HMGB1 IKBKB IRAK1 IRAK4 LILRA4 MAP3K7 MYD88 NR1H4 OAS1 PELI1 PIK3AP1 PTPN22 PTPRS RAB7B RFTN1 RSAD2 RTN4 SCARA3 SCIMP SLC15A4 SRC TASL TICAM1 TIRAP TLR3 TLR7 TLR8 TLR9 TNF TNFAIP3 TNIP2 TRAF6 TREML4 TRIM3 UBQLN1 UNC93B1 WDFY1 GOBP_ENDOMEMBRANE_SYSTEM_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENDOMEMBRANE_SYSTEM_ORGANIZATION A4GALT ABCA1 ABCA7 ABCD1 ABCD2 ACRBP ACTL7A ACTL9 ADAM2 AGFG1 AHNAK AKAP8L AKAP9 AKT1 AKT2 AKTIP ALS2 ANK2 ANK3 ANKLE2 ANO3 ANO4 ANO6 ANO7 ANO9 ANXA2 ANXA6 ANXA8 ANXA8L1 AP1B1 AP1G1 AP1M1 AP1S1 AP1S2 AP1S3 AP3B1 AP3D1 AP3M1 AP3S1 AP3S2 AQP1 AQP11 AR ARFGEF1 ARFGEF2 ARHGAP21 ARHGEF7 ARL1 ARL6IP1 ARL8B ARMH3 ARV1 ASAP1 ATG9A ATG9B ATL1 ATL2 ATL3 ATP10A ATP2A2 ATP6AP1 ATP6AP2 ATP6V0A1 ATP6V0B ATP6V0C ATP6V1A ATP6V1D ATP6V1F ATP6V1H ATP8B1 ATP8B2 ATP8B3 ATP8B4 BAG5 BAG6 BAIAP2 BAIAP2L1 BAIAP2L2 BAIAP3 BANF1 BET1 BHLHA15 BIN1 BIN2 BIN3 BLOC1S1 BLOC1S2 BLOC1S3 BLZF1 BNIP1 BROX C16orf92 CACNA1S CAMLG CAMSAP2 CAMSAP3 CASP7 CASQ1 CAV1 CAV2 CAV3 CAVIN2 CCDC136 CCDC42 CCDC47 CD9 CDC42 CDK1 CERT1 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CLASP1 CLASP2 CLCN3 CLN3 CLPTM1L CLU COG1 COG2 COG3 COG4 COG5 COG6 COG7 COG8 COL5A1 COLEC12 CORO1C CORO7 CPLX1 CPLX2 CPLX3 CR1 CRB1 CREB1 CRISP1 CRYZL2P-SEC16B CSNK1A1 CSNK1D CSRP3 CTDNEP1 CUL7 CXCR4 DCST1 DCST2 DCTN1 DEGS1 DMKN DMPK DNAJC13 DNM1 DNM1L DNM2 DOC2A DOC2B DOP1B DTNBP1 DYM DYNC2H1 EEA1 EHD2 EHD3 EIF2AK3 EMC1 EMC10 EMC2 EMC3 EMC4 EMC6 EMC7 EMC8 EMC9 EMD EMP2 EPB41L3 EQTN ERC2 ESYT1 ESYT2 ESYT3 EXOC8 F2R F2RL3 FA2H FAM174B FASLG FBXW8 FHDC1 FHIP1B FLOT1 FNBP1L FOLR1 FOLR2 FOLR3 FREY1 GAK GARIN1A GARIN1B GARIN4 GBF1 GCC2 GET1 GET3 GET4 GLIPR1L1 GOLGA2 GOLGA5 GOLGA6A GOLGA6B GOLGA6C GOLGA6D GOLGA8A GOLGA8B GOLGA8CP GOLGA8DP GOLGA8G GOLGA8H GOLGA8IP GOLGA8J GOLGA8K GOLGA8M GOLGA8N GOLGA8O GOLGA8Q GOLGA8R GOLGA8S GOLGA8T GOLGB1 GOLPH3 GOLPH3L GORASP1 GORASP2 GPER1 GRAMD2A GRIK5 GSN HACE1 HDAC3 HGS HIKESHI HOOK1 HOOK2 HOOK3 HPS1 HPS3 HPS4 HPS5 HPS6 HTT HUWE1 IST1 IZUMO1 IZUMO1R JAGN1 KCNE1 KIFC3 KNL1 LAMTOR1 LAPTM4B LARGE1 LEMD2 LLCFC1 LMAN1 LMNA LMNB1 LMNB2 LNPK LPCAT3 LPIN1 LRRK2 LYSMD3 LYST LYZL4 LYZL6 MAFB MAP2K1 MAP2K2 MAPK1 MAPK15 MAPK3 MFSD14A MIA3 MICALL1 MIR138-1 MIR26A1 MMGT1 MTSS1 MTSS2 MVB12A MYH9 MYMK MYMX MYO18A MYO5A MYOF MYRF MYZAP NAGLU NCLN NDRG1 NECTIN2 NEK6 NEMP1 NHERF1 NOMO1 NOMO2 NOMO3 NOX1 NOX5 NPLOC4 NSF NSFL1C NUP155 NUP93 OBSL1 OPTN OSBP OSBPL2 P2RX7 PACSIN1 PACSIN2 PACSIN3 PAFAH1B1 PALS1 PARP11 PDCD10 PDCD6IP PDE4DIP PEX5 PFN4 PHETA1 PHETA2 PI4K2A PI4K2B PLA2G3 PLEC PLEKHA3 PLEKHF1 PLEKHF2 PLEKHJ1 PLEKHM2 PLK1 PLK3 PLN PLSCR1 PLSCR2 PLSCR3 PLSCR4 PLSCR5 POLR2M PRKCA PRKCB PRKCD PRKD1 PRKN PRMT5 PRRT2 PRX PTEN PTPRC PTPRN RAB10 RAB11A RAB18 RAB1A RAB1B RAB22A RAB27A RAB29 RAB2A RAB2B RAB30 RAB33B RAB38 RAB3A RAB3GAP1 RAB3GAP2 RAB43 RAB5B RAB5IF RAB6B RAB7A RAB8A RBSN RCC1 REEP1 REEP2 REEP3 REEP4 REEP5 REEP6 RETREG1 RETREG2 RETREG3 RFX2 RILP RNASEK RNF112 RNF26 ROPN1B RTN1 RTN3 RTN4 S100A10 S100A9 SCARB2 SEC16A SEC16B SEC22B SEC23IP SEC31A SEC31B SEC61A1 SERP1 SERPINA5 SERPINE2 SGTA SH3GLB1 SH3TC2 SHTN1 SIRT2 SLC35D3 SLC4A1 SLC9A8 SMPD1 SMPD4 SNAP23 SNAP25 SNAP29 SNAP47 SNAPIN SNF8 SNX10 SNX18 SNX19 SNX3 SNX33 SNX9 SOD1 SOX30 SPACA1 SPACA3 SPACA5 SPACA5B SPACA6 SPAM1 SPAST SPATA46 SPESP1 SPINK2 SPPL2C SPTA1 SPTBN1 SPTBN5 SPTSSB SQSTM1 SRGN STAM STAM2 STEEP1 STK25 STX11 STX17 STX18 STX19 STX1A STX1B STX2 STX3 STX4 STX5 STX6 STXBP1 SURF4 SYNE1 SYNGR1 SYNGR2 SYNJ1 SYP SYPL2 SYT1 SYT11 SYT7 SYT9 SYTL4 TANGO2 TARDBP TBC1D20 TBPL1 TGFB2 TIE1 TJAP1 TLCD1 TLCD2 TLE6 TMCC1 TMCO1 TMED1 TMED10 TMED2 TMED3 TMED4 TMED5 TMED6 TMED7 TMED9 TMEFF2 TMEM127 TMEM147 TMEM170A TMEM33 TMEM38A TMEM38B TMEM41B TMEM43 TMEM9 TMEM95 TMF1 TOM1 TOR1A TOR1AIP1 TOR1AIP2 TOR1B TRAM1 TRAM1L1 TRAM2 TRAPPC11 TRAPPC12 TRAPPC8 TRDN TRIM72 TRIP11 TRPC5 TSG101 UBAP1 UBE2I UBL4A UBXN2A UBXN2B UGCG UMOD USO1 USP50 USP6NL USP8 VAMP4 VAPA VAPB VCPIP1 VMP1 VPS11 VPS13B VPS18 VPS25 VPS28 VPS33B VPS36 VPS37A VPS37B VPS37C VPS37D VPS4A VPS4B VPS51 VRK1 VTA1 VTI1A VTI1B WASH3P WASHC4 WASHC5 WASL WDR83OS WHAMM WNK1 XKR4 XKR5 XKR6 XKR7 XKR8 XKR9 YIPF4 YIPF5 YIPF7 YWHAZ ZBED3 ZFP69B ZFYVE27 ZMPSTE24 ZNF385A ZNF501 ZPBP ZPBP2 ZW10 GOBP_ENDONUCLEOLYTIC_CLEAVAGE_IN_5_ETS_OF_TRICISTRONIC_RRNA_TRANSCRIPT_SSU_RRNA_5_8S_RRNA_LSU_RRNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENDONUCLEOLYTIC_CLEAVAGE_IN_5_ETS_OF_TRICISTRONIC_RRNA_TRANSCRIPT_SSU_RRNA_5_8S_RRNA_LSU_RRNA ABT1 FCF1 NOP14 NOP9 RCL1 TBL3 UTP20 UTP23 GOBP_ENDONUCLEOLYTIC_CLEAVAGE_IN_ITS1_TO_SEPARATE_SSU_RRNA_FROM_5_8S_RRNA_AND_LSU_RRNA_FROM_TRICISTRONIC_RRNA_TRANSCRIPT_SSU_RRNA_5_8S_RRNA_LSU_RRNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENDONUCLEOLYTIC_CLEAVAGE_IN_ITS1_TO_SEPARATE_SSU_RRNA_FROM_5_8S_RRNA_AND_LSU_RRNA_FROM_TRICISTRONIC_RRNA_TRANSCRIPT_SSU_RRNA_5_8S_RRNA_LSU_RRNA ABT1 FCF1 KRI1 NOP14 NOP9 RCL1 RPP40 RPS21 RRS1 UTP20 GOBP_ENDONUCLEOLYTIC_CLEAVAGE_OF_TRICISTRONIC_RRNA_TRANSCRIPT_SSU_RRNA_5_8S_RRNA_LSU_RRNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENDONUCLEOLYTIC_CLEAVAGE_OF_TRICISTRONIC_RRNA_TRANSCRIPT_SSU_RRNA_5_8S_RRNA_LSU_RRNA ABT1 BMS1 BOP1 FCF1 KRI1 NOL9 NOP14 NOP9 RCL1 RPP40 RPS21 RRS1 SDE2 TBL3 TSR1 UTP20 UTP23 GOBP_ENDOPLASMIC_RETICULUM_CALCIUM_ION_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENDOPLASMIC_RETICULUM_CALCIUM_ION_HOMEOSTASIS APP ATP2A1 ATP2A2 BAK1 BAX BCAP31 BCL2 CAMK2D CCDC47 FIS1 GRINA HERPUD1 ITPR1 KCTD17 PACS2 PML PSEN1 RAP1GDS1 SELENOK TGM2 THADA TMBIM6 TMCO1 TMTC4 TUNAR WFS1 GOBP_ENDOPLASMIC_RETICULUM_LOCALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENDOPLASMIC_RETICULUM_LOCALIZATION ESYT1 ESYT2 ESYT3 GRAMD2A MYZAP POLR2M TLE6 VAPA VAPB ZBED3 GOBP_ENDOPLASMIC_RETICULUM_MEMBRANE_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENDOPLASMIC_RETICULUM_MEMBRANE_ORGANIZATION ARL6IP1 ATL1 ATL2 BNIP1 LPCAT3 REEP5 RTN4 STEEP1 STX18 TMED2 TRDN VAPB VCPIP1 GOBP_ENDOPLASMIC_RETICULUM_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENDOPLASMIC_RETICULUM_ORGANIZATION ARL6IP1 ATL1 ATL2 ATL3 BAG6 BNIP1 CACNA1S CAMLG CASQ1 CAV2 CCDC47 CERT1 CRYZL2P-SEC16B DNM1L DOP1B EIF2AK3 EMC1 EMC10 EMC2 EMC3 EMC4 EMC6 EMC7 EMC8 EMC9 ESYT1 ESYT2 ESYT3 GAK GET1 GET3 GET4 GRAMD2A JAGN1 LMAN1 LNPK LPCAT3 LRRK2 MAPK15 MIA3 MMGT1 MYZAP NCLN NOMO1 NOMO2 NOMO3 PEX5 POLR2M RAB10 RAB18 RAB3GAP1 RAB3GAP2 RAB5IF REEP1 REEP2 REEP3 REEP4 REEP5 REEP6 RETREG1 RETREG2 RETREG3 RNF112 RTN1 RTN3 RTN4 SEC16A SEC16B SEC31A SEC31B SEC61A1 SGTA SHTN1 SMPD4 SPTSSB STEEP1 STX18 TLE6 TMCC1 TMCO1 TMED2 TMEM147 TMEM170A TMEM33 TMEM38A TMEM38B TOR1AIP2 TOR1B TRAM1 TRAM1L1 TRAM2 TRDN UBL4A UMOD VAPA VAPB VCPIP1 WDR83OS WNK1 ZBED3 ZFYVE27 GOBP_ENDOPLASMIC_RETICULUM_PLASMA_MEMBRANE_TETHERING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENDOPLASMIC_RETICULUM_PLASMA_MEMBRANE_TETHERING ESYT1 ESYT2 ESYT3 GRAMD2A VAPA VAPB GOBP_ENDOPLASMIC_RETICULUM_TO_CYTOSOL_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENDOPLASMIC_RETICULUM_TO_CYTOSOL_TRANSPORT AUP1 BCAP31 BRSK2 DERL1 DERL2 DERL3 EDEM1 EDEM2 ERLEC1 FAF2 HERPUD1 HM13 HSP90B1 NPLOC4 OS9 RHBDD1 SEC61B SEL1L SELENOS SVIP SYVN1 TMEM129 UBAC2 UBE2G2 UBE2J1 UFD1 VCP YOD1 GOBP_ENDOPLASMIC_RETICULUM_TO_GOLGI_VESICLE_MEDIATED_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENDOPLASMIC_RETICULUM_TO_GOLGI_VESICLE_MEDIATED_TRANSPORT ANK1 ARCN1 ARF4 ATL2 ATL3 BCAP29 BCAP31 BET1 CIDEB CNIH4 COG3 COPA COPB1 COPB2 COPE COPG1 COPG2 CREB3L2 CRYZL2P-SEC16B CSNK1D CTAGE1 CTAGE15 CTAGE4 CTAGE6 CTAGE8 CTAGE9 CUL3 ERGIC1 ERGIC2 ERGIC3 GAS1 GBF1 GOLGA2 GOLT1A GOLT1B GOPC GOSR1 GOSR2 HYOU1 IER3IP1 INSIG1 KDELR1 KDELR2 KDELR3 KLHL12 LMAN1 LMAN1L LMAN2 LMAN2L LRRK2 MAPK15 MIA2 MIA3 MPPE1 NRBP1 P4HB PDCD6 PEF1 PGAP1 PPP6C PREB RAB1A RAB1B RAB29 RAB2A RANGRF RINT1 RNF139 SAR1A SAR1B SCAP SCFD1 SEC13 SEC16A SEC16B SEC22A SEC22B SEC22C SEC23A SEC23B SEC23IP SEC24A SEC24B SEC24C SEC24D SEC31A SEC31B SORL1 SPAST STEEP1 STX17 STX18 STX5 TBC1D20 TEX261 TFG TMED1 TMED10 TMED2 TMED3 TMED4 TMED5 TMED6 TMED7 TMED9 TRAPPC1 TRAPPC10 TRAPPC11 TRAPPC12 TRAPPC13 TRAPPC2 TRAPPC2B TRAPPC2L TRAPPC3 TRAPPC3L TRAPPC4 TRAPPC5 TRAPPC6A TRAPPC6B TRAPPC8 TRAPPC9 TRIP11 USE1 USO1 VAMP7 VAPA VAPB VCP VTI1A WHAMM YIF1A YIF1B YIPF4 YIPF5 YIPF6 YIPF7 YKT6 ZW10 GOBP_ENDOPLASMIC_RETICULUM_TUBULAR_NETWORK_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENDOPLASMIC_RETICULUM_TUBULAR_NETWORK_FORMATION ARL6IP1 RTN1 RTN3 RTN4 ZFYVE27 GOBP_ENDOPLASMIC_RETICULUM_TUBULAR_NETWORK_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENDOPLASMIC_RETICULUM_TUBULAR_NETWORK_ORGANIZATION ARL6IP1 ATL1 ATL2 ATL3 LNPK RAB10 RAB18 RAB3GAP1 RAB3GAP2 REEP1 REEP2 REEP3 REEP4 RETREG3 RTN1 RTN3 RTN4 TMEM170A TMEM33 ZFYVE27 GOBP_ENDOPLASMIC_RETICULUM_UNFOLDED_PROTEIN_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENDOPLASMIC_RETICULUM_UNFOLDED_PROTEIN_RESPONSE ABCA7 AGR2 AMFR ATF3 ATF4 ATF6 ATF6B BAK1 BAX BCL2L11 BFAR BHLHA15 BOK CCND1 CDK5RAP3 COPS5 CREB3 CREB3L1 CREBZF CTH DAB2IP DDIT3 DDRGK1 DERL1 DERL2 DERL3 DNAJB9 DNAJC10 EIF2AK2 EIF2AK3 EIF2S1 ERLEC1 ERMP1 ERN1 ERN2 ERO1A FGF21 FICD HERPUD1 HERPUD2 HSPA5 MBTPS1 MBTPS2 MIR199A1 NCK1 NCK2 NFE2L2 OS9 PARP16 PARP6 PARP8 PIGBOS1 PIK3R1 PPP1R15A PPP1R15B PTPN1 PTPN2 QRICH1 RACK1 RHBDD2 SELENOS SERP1 SERP2 STC2 STUB1 TBL2 TMED2 TMEM33 TMTC4 UFL1 VAPB VCP WFS1 XBP1 YOD1 GOBP_ENDOSOMAL_LUMEN_ACIDIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENDOSOMAL_LUMEN_ACIDIFICATION AQP11 ATP6AP1 ATP6AP2 ATP6V0A1 ATP6V0B ATP6V0C ATP6V1A ATP6V1D ATP6V1F ATP6V1H CLCN3 FASLG RNASEK TMEM9 GOBP_ENDOSOMAL_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENDOSOMAL_TRANSPORT ABCA1 ACAP2 ACTN2 AGAP2 AKAP5 ALMS1 ALS2 ALS2CL ANKFY1 ANKRD27 ANKRD50 ANXA8 ANXA8L1 AP1G1 AP3D1 AP5B1 AP5M1 AP5S1 AP5Z1 ARF6 ARFIP1 ARFRP1 ARHGAP1 ARHGAP44 ARHGAP8 ARL1 ARL4C ARL8B ASB15 ATP6AP1 ATP9A BAIAP3 BET1L BLOC1S1 BLOC1S2 BLTP1 BLTP3B BVES CALY CCDC22 CCDC93 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CLEC16A CLN5 CLTC CLTCL1 CMTM6 CORO1C DCLK1 DCTN1 DENND10 DENND1A DENND1B DENND1C DENND2A DENND5A DPY30 EEA1 EHD1 EHD2 EHD3 EHD4 EIPR1 ENTR1 EPG5 EPS15 EPS15L1 ERC1 EVI5 GBF1 GCC2 GGA1 GGA3 GOLT1A GOLT1B GOSR1 GRIP1 GRIP2 GRIPAP1 HEATR5A HEATR5B HGS INPP5F ITSN1 ITSN2 LAMTOR1 LAPTM4B LEPROT LEPROTL1 LMAN1 LMTK2 LRRC7 LRRK2 LYST MAGEL2 MICALL1 MICALL2 MVB12A MYO5B NDRG4 NSG1 NSG2 PHETA1 PHETA2 PICALM PIKFYVE PLA2G3 PLA2G4E PLEKHA3 PLEKHJ1 PREPL PRKN PTPN23 RAB10 RAB11A RAB11B RAB11FIP3 RAB11FIP4 RAB12 RAB13 RAB14 RAB17 RAB29 RAB35 RAB41 RAB6A RAB6B RAB6C RAB6D RAB7A RAB7B RAB8A RAB8B RAB9A RAB9B RASSF9 RBSN RCSD1 REPS1 REPS2 RGP1 RHOBTB3 RIC1 RILP RNF126 SCRIB SGSM2 SLC66A2 SNAP25 SNF8 SNX1 SNX12 SNX17 SNX18 SNX2 SNX27 SNX3 SNX30 SNX32 SNX33 SNX4 SNX5 SNX6 SNX7 SNX8 SNX9 SORL1 SORT1 SPAG9 SQSTM1 STAM STAM2 STX10 STX12 STX16 STX5 STX6 SURF4 TAMALIN TBC1D10A TBC1D10B TBC1D10C TBC1D14 TBC1D17 TBC1D23 TBC1D5 TINAGL1 TMCC1 TMED9 TMEM50A TMEM50B TMEM87A TMEM87B TOM1 TRAPPC10 TRARG1 TRIM27 TSG101 UBAP1 UBE2O UBXN6 USP7 VAMP3 VAMP4 VCP VPS13B VPS16 VPS25 VPS26A VPS26B VPS26C VPS28 VPS29 VPS35 VPS35L VPS36 VPS37A VPS37B VPS37C VPS37D VPS39 VPS4A VPS4B VPS50 VPS51 VPS52 VPS53 VPS54 VTA1 VTI1A VTI1B WAS WASH3P WASH6P WASHC1 WASHC2A WASHC2C WASHC3 WASHC4 WASHC5 WIPF3 YKT6 ZDHHC2 ZFYVE16 ZFYVE9 GOBP_ENDOSOMAL_VESICLE_FUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENDOSOMAL_VESICLE_FUSION ANKFY1 SAMD9 SPHK1 TGFBRAP1 VPS11 VPS16 VPS18 VPS33A VPS39 VPS41 VPS4A VPS8 GOBP_ENDOSOME_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENDOSOME_ORGANIZATION AKTIP ALS2 ANXA8 ANXA8L1 AQP11 ARFGEF2 ATP6AP1 ATP6AP2 ATP6V0A1 ATP6V0B ATP6V0C ATP6V1A ATP6V1D ATP6V1F ATP6V1H CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP5 CHMP6 CHMP7 CLCN3 CORO1C DNAJC13 DNM1 EEA1 EXOC8 FASLG FHIP1B HGS HOOK1 HOOK2 HOOK3 IST1 LAMTOR1 LAPTM4B MVB12A PDCD6IP PHETA1 PHETA2 PI4K2A PI4K2B PLEKHA3 PLEKHF1 PLEKHF2 PLEKHJ1 PRKN RAB11A RAB22A RAB27A RAB5B RAB7A RILP RNASEK RNF26 SCARB2 SNF8 SNX10 SNX3 SNX33 SQSTM1 STAM STAM2 STX6 SYNJ1 TMCC1 TMEM127 TMEM9 TOM1 TSG101 UBAP1 USP50 USP8 VAMP4 VPS11 VPS18 VPS25 VPS28 VPS33B VPS36 VPS37A VPS37B VPS37C VPS37D VPS4A VPS4B VTA1 VTI1A WASH3P WASHC4 WASHC5 GOBP_ENDOSOME_TO_LYSOSOME_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENDOSOME_TO_LYSOSOME_TRANSPORT ADRB2 AKTIP AP3D1 ARL8B ATG14 BECN2 BIN1 CACNG2 CACNG3 CACNG4 CACNG5 CACNG7 CACNG8 CDX2 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP5 CHMP6 CHMP7 CLEC16A DENND3 DTX3L EPG5 FHIP1B GPRASP1 HMGXB4 HOOK1 HOOK2 HOOK3 KIF13A LIPA LYST M6PR MGRN1 MTM1 MVB12A PCDHGA3 PLEKHF1 PLEKHF2 PXK RAB12 RAB7A RAB7B RHOB RILP SCYL2 SNAPIN SNX16 SNX27 SORT1 TGFBRAP1 TPCN2 TRAK1 TSG101 UBXN6 UEVLD VAMP7 VCP VIPAS39 VPS11 VPS16 VPS18 VPS33A VPS33B VPS39 VPS41 VPS4A VPS4B GOBP_ENDOSOME_TO_LYSOSOME_TRANSPORT_VIA_MULTIVESICULAR_BODY_SORTING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENDOSOME_TO_LYSOSOME_TRANSPORT_VIA_MULTIVESICULAR_BODY_SORTING_PATHWAY CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP5 CHMP6 CHMP7 LYST MVB12A UBXN6 VCP VPS4A VPS4B GOBP_ENDOSOME_TO_PLASMA_MEMBRANE_PROTEIN_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENDOSOME_TO_PLASMA_MEMBRANE_PROTEIN_TRANSPORT AKAP5 ARHGAP44 ATP6AP1 GRIP1 GRIP2 GRIPAP1 LRRC7 NSG1 RAB11A RAB7A RAB8A SCRIB SORL1 TAMALIN TRARG1 VPS35 ZDHHC2 GOBP_ENDOTHELIAL_CELL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENDOTHELIAL_CELL_ACTIVATION BMPER CXCL10 FOXP1 HOXA9 MIR92A1 P2RX4 PPIA PRMT5 SMAD4 TCIM TGFBR1 GOBP_ENDOTHELIAL_CELL_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENDOTHELIAL_CELL_APOPTOTIC_PROCESS ABL1 AKR1C3 ANGPT1 ANGPTL4 ANO6 BMPR2 BRAF CCL2 CD160 CD248 CD40 CD40LG CDH5 COL4A3 DAB2IP ECSCR FASLG FGA FGB FGF21 FGG GAS6 GATA2 GATA3 GPER1 HIPK1 HLA-G ICAM1 IL10 IL11 IL13 IL4 ITGA4 ITGB3 KDR KRIT1 MAP3K5 MAPK7 MIR101-1 MIR106B MIR125A MIR126 MIR132 MIR15A MIR24-1 MIR30B MIR30E MIR375 MIR495 MIR590 NDNF NFE2L2 PAK4 PDCD4 PDPK1 PLCG1 PRKCI RAMP2 RGCC SCG2 SEMA5A SERPINE1 TEK TERT TGFB1 THBS1 TNF TNFAIP3 TNIP2 GOBP_ENDOTHELIAL_CELL_CHEMOTAXIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENDOTHELIAL_CELL_CHEMOTAXIS CCN3 CORO1B CXCL13 EGR3 FGF1 FGF16 FGF18 FGF2 FGF4 FGFR1 HRG HSPB1 KDR LGMN MET MIR149 MIR16-1 MIR424 NOTCH1 NR4A1 NRP1 P2RX4 PLEKHG5 PRKD1 PRKD2 RAB13 SEMA5A SMOC2 THBS1 TMSB4X VEGFA GOBP_ENDOTHELIAL_CELL_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENDOTHELIAL_CELL_DEVELOPMENT ADD1 AFDN ARHGEF26 CCM2 CDH5 CLDN1 CLDN3 CLDN5 CLIC4 COL18A1 COL27A1 EDNRA EDNRB EZR F11R F2RL1 FASN FOXP3 GPX1 GSTM3 HAPLN2 HEG1 HOXA13 HPSE ICAM1 IKBKB IL1B MARVELD2 MET MSN MYADM MYD88 PDE2A PDE4D PECAM1 PLCB1 PLOD3 PPP1R12A PPP1R16B PROC PTPRS RAB1A RAB1B RAP1A RAP1B RAP2B RAP2C RAPGEF1 RAPGEF2 RAPGEF3 RAPGEF6 RDX ROBO4 ROCK1 ROCK2 S1PR2 S1PR3 SOX18 STC1 TJP1 TJP2 TJP3 TNF TNFRSF1A TNMD VCL VEGFA VEZF1 ZDHHC21 GOBP_ENDOTHELIAL_CELL_FATE_COMMITMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENDOTHELIAL_CELL_FATE_COMMITMENT ACVR1 DLL1 HOXA13 NR2F2 NRP1 PDPN PROX1 RBPJ GOBP_ENDOTHELIAL_CELL_MATRIX_ADHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENDOTHELIAL_CELL_MATRIX_ADHESION ADAMTS9 CEACAM6 FUT1 GFUS MIR92A1 MMP12 RIN2 RRAS GOBP_ENDOTHELIAL_CELL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENDOTHELIAL_CELL_MIGRATION AAMP ABL1 ACVRL1 ADAM17 ADAMTS9 ADGRA2 ADGRB1 ADTRP AGT AGTR2 AKT1 AKT3 AMOT ANGPT1 ANGPT2 ANGPT4 ANXA1 ANXA3 APOA1 APOE APOH ATOH8 ATP2B4 ATP5F1A ATP5F1B BCAR1 BCAS3 BMP10 BMPER CALR CARD10 CCBE1 CCN3 CD40 CDH13 CDH5 CEACAM1 CIB1 CLEC14A CLN3 CORO1B CSNK2B CXCL13 CYP1B1 DAB2IP DCN DLL4 DNAJA4 DPP4 EDN1 EDN2 EFNA1 EFNB2 EGF EGR3 EMC10 EMP2 EPHA2 EPHB4 ETS1 FAP FBXW7 FGF1 FGF16 FGF18 FGF2 FGF4 FGFBP1 FGFR1 FLT4 FOXC2 FOXP1 FSTL1 FUT1 GADD45A GATA2 GATA3 GDF2 GFUS GIPC1 GLUL GPI GPLD1 GPX1 GREM1 GRN HDAC5 HDAC7 HDAC9 HIF1A HMGB1 HMOX1 HRG HSPB1 ID1 ITGB1 ITGB1BP1 ITGB3 JCAD JUP KDR KLF4 KRIT1 LGALS8 LGMN LOXL2 LPXN MAP2K3 MAP2K5 MAP3K3 MAPK14 MECP2 MEF2C MEOX2 MET MIA3 MIR101-1 MIR10A MIR10B MIR126 MIR129-1 MIR132 MIR133B MIR135B MIR137 MIR143 MIR146A MIR149 MIR150 MIR152 MIR15A MIR15B MIR16-1 MIR188 MIR1908 MIR193A MIR196A1 MIR199A1 MIR19B1 MIR200A MIR200B MIR200C MIR204 MIR205 MIR206 MIR20A MIR21 MIR210 MIR212 MIR22 MIR221 MIR2355 MIR23A MIR24-1 MIR26A1 MIR27A MIR27B MIR296 MIR29A MIR29C MIR30A MIR31 MIR320A MIR329-1 MIR342 MIR361 MIR410 MIR424 MIR483 MIR487B MIR492 MIR494 MIR495 MIR497 MIR499A MIR503 MIR505 MIR640 MIR885 MIR92A1 MIR939 MIRLET7F1 MMRN2 MYH9 NF1 NFE2L2 NOS3 NOTCH1 NR2E1 NR2F2 NR4A1 NRP1 NRP2 NUS1 P2RX4 PATZ1 PAXIP1 PDCD10 PDCD6 PDGFB PDPK1 PIK3C2A PIK3CA PIK3CB PIK3CD PIK3CG PIK3R3 PLCG1 PLEKHG5 PLG PLK2 PLPP3 PLXND1 PPARG PRCP PRKCA PRKD1 PRKD2 PRKX PROX1 PRSS3 PRSS3P2 PTGS2 PTK2 PTK2B PTN PTP4A3 PTPRM PXN RAB13 RAC1 RGCC RHOA RHOB RHOJ RIN2 ROBO1 ROCK2 RRAS S100A12 S100A2 S100A9 S100P SASH1 SCARB1 SCG2 SEMA4A SEMA5A SERPINF1 SH3BP1 SIRT1 SLIT2 SMOC2 SNAI2 SOX18 SP1 SP100 SPARC SPRED1 SRF SRPX2 STARD13 STAT1 STAT5A STC1 SVBP SYNJ2BP TBXA2R TDGF1 TEK TGFB1 TGFBR1 THBS1 TMSB4X TNF TNFSF12 VASH1 VEGFA VEGFC VHL VSTM4 WNT5A WNT7A ZC3H12A ZEB2 ZNF580 GOBP_ENDOTHELIAL_CELL_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENDOTHELIAL_CELL_MORPHOGENESIS ARHGEF26 CLIC4 COL18A1 COL27A1 HEG1 HOXA13 MET PLOD3 STC1 TNMD GOBP_ENDOTHELIAL_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENDOTHELIAL_CELL_PROLIFERATION ACVRL1 ADAM17 AGGF1 AGTR1 AIMP1 AKT1 AKT3 ALDH1A2 ALOX5 ANG ANGPT1 ANGPT4 APELA APLN APLNR APOA1 APOE APOH ARNT ATOH8 ATP5F1A ATP5IF1 BMP4 BMP6 BMPER BMPR2 CAV1 CAV2 CCL11 CCL2 CCL24 CCL26 CCR3 CD34 CDH13 CNMD COL4A3 COL8A1 COL8A2 CXCL12 DBH DLG1 DLL4 ECM1 EGF EGFL7 EGR3 EMC10 EPHA2 ERN1 F3 FGF10 FGF16 FGF18 FGF2 FGF7 FGFBP1 FGFR1 FLT1 FLT4 FUT1 FUT2 GATA2 GDF2 GHRL GHSR HIF1A HMGB1 HMGB2 HMOX1 HSPG2 HTR2B IGF2 IL10 IL12A IL12B ITGA4 ITGB1BP1 ITGB3 JCAD KDR KRIT1 LEP LIPA LOXL2 LRG1 MDK MEF2C MIR101-1 MIR10A MIR10B MIR126 MIR129-1 MIR130A MIR132 MIR133B MIR135B MIR146A MIR149 MIR150 MIR152 MIR15A MIR15B MIR16-1 MIR193A MIR200C MIR205 MIR20B MIR21 MIR22 MIR222 MIR2355 MIR23A MIR24-1 MIR26A1 MIR27A MIR27B MIR29A MIR29C MIR30B MIR30E MIR329-1 MIR342 MIR34A MIR361 MIR410 MIR424 MIR483 MIR487B MIR492 MIR494 MIR495 MIR497 MIR499A MIR503 MIR92A1 MIR98 MIRLET7B MMP14 MMRN2 MYDGF NF1 NGFR NOX5 NR2F2 NR4A1 NRARP NRAS NRP1 NRP2 PDCD10 PDCD6 PDCL3 PDGFB PDPK1 PGF PIK3CB PIK3CD PLCG1 PLXNB3 POLD4 PPARG PPP1R16B PRKCA PRKD1 PRKD2 PRKX PRL PROK1 PROK2 PROX1 PTPRM RGCC RICTOR RPTOR SCARB1 SCG2 SEMA5A SIRT1 SIRT6 SLC39A9 SP1 SPARC STAT1 STAT3 STAT5A SULF1 SYNJ2BP TEK TGFBR1 THAP1 THBS1 THBS4 TIE1 TNF TNFSF12 TNMD VASH1 VASH2 VEGFA VEGFB VEGFC VEGFD VIP VSTM4 WNT5A XDH ZEB2 ZNF580 GOBP_ENDOTHELIN_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENDOTHELIN_RECEPTOR_SIGNALING_PATHWAY BCAR1 BCAR3 CDC42 CRKL EDN1 EDNRA EDNRB FBXW7-AS1 GNA11 PTK2B SIX1 GOBP_ENDOTHELIUM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENDOTHELIUM_DEVELOPMENT ACVR1 ACVR2B ACVRL1 ADAMTS12 ADD1 AFDN APOLD1 ARHGEF26 ATOH8 BARX1 BMP4 BMP6 BMPR2 BTG1 CCM2 CD34 CDH5 CEACAM1 CLDN1 CLDN3 CLDN5 CLIC4 COL18A1 COL27A1 CSNK2B CTNNB1 CXCL10 CXCR4 DLL1 DLL4 EDF1 EDNRA EDNRB ETV2 EZR F11R F2RL1 FASN FGF1 FOXC2 FOXJ2 FOXP1 FOXP3 FSTL1 FZD1 FZD2 FZD4 GDF2 GJA4 GJA5 GPX1 GSTM3 HAPLN2 HEG1 HEY1 HEY2 HOXA13 HOXB5 HPSE ICAM1 IKBKB IL1B ITGAX JAG1 KDM6B KDR KRIT1 LIPA MARVELD2 MESP1 MET MIR1-1 MIR10A MIR150 MIR181A2 MIR181B1 MIR199B MIR200C MIR21 MIR34A MIR495 MIR99B MSN MYADM MYD88 NAGLU NDP NOTCH1 NOTCH4 NR2F2 NRG1 NRP1 PDCD10 PDE2A PDE4D PDPN PECAM1 PLCB1 PLOD3 PPP1R12A PPP1R16B PRKD2 PROC PROX1 PTPRS RAB1A RAB1B RAP1A RAP1B RAP2B RAP2C RAPGEF1 RAPGEF2 RAPGEF3 RAPGEF6 RBPJ RDX RHOA RHOB ROBO4 ROCK1 ROCK2 S1PR1 S1PR2 S1PR3 SCUBE1 SETSIP SLC40A1 SMAD4 SOX17 SOX18 STARD13 STC1 TIE1 TJP1 TJP2 TJP3 TMEM100 TNF TNFRSF1A TNMD VCL VEGFA VEZF1 VHL XDH ZDHHC21 ZEB1 GOBP_ENERGY_DERIVATION_BY_OXIDATION_OF_ORGANIC_COMPOUNDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENERGY_DERIVATION_BY_OXIDATION_OF_ORGANIC_COMPOUNDS ABCD1 ACADM ACADVL ACLY ACO1 ACO2 ACSM1 ACTN3 ADCY10 ADGRF1 ADGRF5 ADRB3 ADSL AFG1L AGL AIFM2 AK4 AKT1 AKT2 ANTKMT ARL2 ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5F1EP2 ATP5ME ATP5MF ATP5MG ATP5PB ATP5PD ATP5PF ATP5PO ATP7A ATPSCKMT BID BLOC1S1 BNIP3 C2orf69 CAT CAVIN3 CBFA2T3 CCNB1 CDK1 CHCHD10 CHCHD2 CHCHD5 CISD1 COA6 COQ10A COQ10B COQ9 COX10 COX15 COX4I1 COX4I2 COX5A COX5B COX6A1 COX6A2 COX6B1 COX6B2 COX6C COX7A1 COX7A2 COX7A2L COX7A2P2 COX7B COX7B2 COX7C COX8A COX8C CS CYC1 CYCS CYP1A2 DGUOK DHTKD1 DLAT DLD DLST DNAJC15 DNAJC30 DYRK2 ENPP1 EPM2AIP1 ETFA ETFB ETFDH ETFRF1 FH FLCN FXN G6PC1 GAA GABARAPL1 GBA1 GBE1 GCGR GCK GFPT1 GFPT2 GHITM GNMT GPD1 GPD2 GSK3A GSK3B GYG1 GYG2 GYS1 GYS2 HIF1A IDE IDH1 IDH2 IDH3A IDH3B IDH3G IFNAR1 IFNG IFNLR1 IGF1 IGF2 IL10RB IL4 IL6ST IMMP2L INPP5K INS INSR IREB2 IRS1 IRS2 ISCU KHK KL LEP LEPR LYRM7 MACROH2A1 MC4R MDH1 MDH1B MDH2 ME3 MIR1271 MIR15B MIR195 MIR210 MLXIPL MRAP2 MRPS36 MSH2 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MT3 MTCO2P12 MTFR1 MTFR1L MTFR2 MTLN MTOR MYBBP1A NDP NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA3 NDUFA4 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFAF1 NDUFB1 NDUFB10 NDUFB11 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFC2-KCTD14 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 NFATC4 NHLRC1 NIPSNAP2 NNT NOP53 NOS2 NR1D1 NR4A3 NUPR1 OGDH OGDHL OPN3 OXA1L PANK2 PARK7 PASK PCDH12 PDHA1 PDHA2 PDHB PER2 PFKM PGM2 PHKA1 PHKA2 PHKB PHKG1 PHKG2 PHLDA2 PID1 PIK3CA PINK1 PLEC PNPT1 POLG2 POMC PPARGC1A PPIF PPP1CA PPP1CB PPP1CC PPP1R1A PPP1R2 PPP1R2B PPP1R2P1 PPP1R3A PPP1R3B PPP1R3C PPP1R3D PPP1R3E PPP1R3F PPP1R3G PRDM16 PRELID1 PRKAG2 PRKAG3 PRLH PTGES3 PTH PUM2 PYGB PYGL PYGM RB1CC1 RHOA RUBCNL SCO2 SDHA SDHAF2 SDHAF4 SDHB SDHC SDHD SELENOS SHMT2 SIRT3 SLC25A12 SLC25A13 SLC25A14 SLC25A18 SLC25A22 SLC25A23 SLC25A25 SLC25A33 SLC25A51 SNCA SOD2 SORBS1 STBD1 STK40 STOML2 SUCLA2 SUCLG1 SUCLG2 SURF1 TAFAZZIN TEFM TIGAR TMEM135 TNF TP53 TRAP1 TREX1 TRPV4 UCN UGP2 UQCC2 UQCC3 UQCR10 UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRFS1P1 UQCRH UQCRHL UQCRQ VCP VPS54 GOBP_ENERGY_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENERGY_HOMEOSTASIS ACACB ACVR1C ADRB1 ADRB2 ADRB3 ALK AMPD2 APOE APPL2 BMP8A CCDC198 CD36 CNTN2 CRTC1 CRTC3 DLL1 EDN2 EIF4G1 FLCN FMO1 FMO2 FMO4 FOXO1 GDF15 GDF3 GFRAL IGF2BP2 IRX3 LEP LEPR LIPA MAPK14 MC4R METRNL MEX3C MFSD2A MLXIPL MRAP2 NMU NMUR2 NR1D2 NR4A3 OMA1 PASK PCSK1N PIK3CA PM20D1 PPARD PPARGC1A PRCP PRKAA1 PRKAA2 PRLH RASAL2 RMI1 RRP8 SCT SCTR SGIP1 SIRT1 SLC12A3 SLC25A25 SLC35D3 SORL1 SQSTM1 STAT3 STK39 SUV39H1 TBL1XR1 TMEM18 TRPV1 TRPV4 TSKU TWIST1 UBB UCP1 VGF WNK4 GOBP_ENERGY_RESERVE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENERGY_RESERVE_METABOLIC_PROCESS ACADM ADCY10 ADGRF1 ADGRF5 ADRB3 AGL AKT1 AKT2 DYRK2 ENPP1 EPM2AIP1 G6PC1 GAA GABARAPL1 GBE1 GCGR GCK GFPT1 GFPT2 GNMT GSK3A GSK3B GYG1 GYG2 GYS1 GYS2 IGF1 IGF2 IL6ST INPP5K INS INSR IRS1 IRS2 KHK KL LEP LEPR MC4R MIR1271 MIR15B MIR195 MRAP2 MT3 MTOR NHLRC1 NR1D1 PASK PCDH12 PER2 PFKM PGM2 PHKA1 PHKA2 PHKB PHKG1 PHKG2 PHLDA2 PID1 POMC PPP1CA PPP1CB PPP1CC PPP1R1A PPP1R2 PPP1R2B PPP1R2P1 PPP1R3A PPP1R3B PPP1R3C PPP1R3D PPP1R3E PPP1R3F PPP1R3G PRKAG2 PRKAG3 PRLH PTGES3 PTH PYGB PYGL PYGM RB1CC1 RUBCNL SELENOS SORBS1 STBD1 STK40 UGP2 GOBP_ENGULFMENT_OF_APOPTOTIC_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENGULFMENT_OF_APOPTOTIC_CELL ABCA7 ADGRB1 ALOX15 BECN1 MEGF10 RAC1 RAC3 THBS1 TREM2 XKR4 XKR5 XKR6 XKR7 XKR8 XKR9 GOBP_ENSHEATHMENT_OF_NEURONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENSHEATHMENT_OF_NEURONS ABCA2 ABCD1 ABCD2 ACER3 ACSBG1 ADGRG6 AFG3L2 AKT1 AKT2 AMIGO1 ANK2 ARHGEF10 ASPA ATRN B4GALT5 B4GALT6 BCAS1 CD9 CLDN11 CLDN5 CLU CMTM8 CNTN1 CNTN2 CNTNAP1 CST7 CTNNB1 CTSC CXCR4 CYFIP1 DAG1 DEGS1 DHH DICER1 DLG1 EGR2 EIF2AK3 EIF2B2 EIF2B4 EIF2B5 EPB41L3 ERBB2 ERCC2 FA2H FIG4 GAL3ST1 GALC GJC3 GNPAT GPC1 GPM6B HES5 HEXA HEXB HYCC1 ID4 ILK ITGAX ITGB4 JAM2 JAM3 KCNJ10 KEL KIF14 KLK6 LARGE1 LGI4 LPAR1 LPIN1 MAG MAL MAL2 MALL MARVELD1 MBP MIOS MIR26A1 MOBP MPZ MTMR2 MTOR MYOC MYRF NAB1 NAB2 NCMAP NCSTN NDRG1 NF1 NFASC NKX6-2 NRDC NSUN5 NTRK2 OLIG2 ORMDL1 ORMDL3 PALS1 PARD3 PIKFYVE PLEC PLLP PLP1 PMP22 POMGNT1 POU3F1 POU3F2 PPARD PPP3R1 PRX PTEN PTN PTPRZ1 QKI RARA RARB RARG RNF10 SBF2 SCN2A SCN8A SERINC5 SH3TC2 SIRT2 SKI SLC25A46 SLC8A3 SOD1 SOX10 TENM4 TG TLR2 TMEM163 TMEM98 TNF TNFRSF1B TNFRSF21 TPPP TSC1 TSPAN2 TYMP UGT8 WASF3 XK ZNF24 ZNF488 ZPR1 GOBP_ENTERIC_NERVOUS_SYSTEM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENTERIC_NERVOUS_SYSTEM_DEVELOPMENT EDNRA EDNRB GDNF HLX KIF26A PHACTR4 PHOX2B RET SLC6A4 SOX10 SOX8 TLX2 GOBP_ENTEROENDOCRINE_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENTEROENDOCRINE_CELL_DIFFERENTIATION AKT1 ASCL1 BAD BHLHA15 BMAL1 BMP4 BMP5 BMP6 CDH2 CDK6 CLOCK DLL1 GATA6 GDF11 GSK3A GSK3B HES1 INSM1 MIR541 NEUROD1 NKX2-2 NKX6-1 NKX6-2 NKX6-3 ONECUT1 PAX6 PDPK1 PDX1 PERCC1 RBM4 RFX3 RFX6 RHEB SIDT2 SMO VHL WNT5A GOBP_ENTRAINMENT_OF_CIRCADIAN_CLOCK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENTRAINMENT_OF_CIRCADIAN_CLOCK ATOH7 BHLHE40 BMAL2 CRTC1 CRY1 CRY2 FBXL17 FBXL21P FBXL3 GNA11 GNAQ ID2 MTA1 NR2F6 OPN5 PDE6B PER1 PER2 PER3 PHLPP1 PML PPP1CA PPP1CB PPP1CC RBM4 RBM4B SIK1 SOX14 TP53 USP2 GOBP_ENTRY_INTO_HOST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENTRY_INTO_HOST ACE2 AGTR1 ANPEP APCS AVP AVPR1B AXL BSG CAV1 CAV2 CBL CCR5 CD209 CD4 CD46 CD55 CD74 CD80 CD81 CD86 CDHR3 CDK1 CH25H CIITA CLDN1 CLDN6 CLDN9 CLEC4G CLEC4M CLEC5A CR1 CR2 CTSB CTSL CXADR CXCL8 CXCR4 DAG1 DPP4 DYNLT1 EFNB2 EFNB3 EGFR EPHA2 EPS15 EXOC2 EXOC7 F11R FCN1 FCN3 FUCA2 FURIN GAS6 GPR15 GRK2 GSN GYPA HAVCR1 HLA-DRB1 HMGB1 HS3ST5 HSPA1A HSPA1B HTR2A HYAL2 ICAM1 IDE IFITM1 IFITM2 IFITM3 IFNA2 ILF3 INSR ITCH ITGA2 ITGA5 ITGAV ITGB1 ITGB3 ITGB5 ITGB6 ITGB7 JPT2 KPNA3 KRT6A LAMP1 LAMP3 LDLR LGALS1 LGALS9 LRRC15 LY6E MID2 MOG MRC1 NCAM1 NECTIN1 NECTIN2 NECTIN3 NECTIN4 NPC1 NRP1 NUP153 P4HB PHB1 PIKFYVE PLSCR1 PTX3 PVR RFPL1 RFPL2 RFPL3 RFPL4A RFPL4AL1 RNASEK RPSA SCARB1 SCARB2 SELPLG SERPINB3 SIGLEC1 SIVA1 SLAMF1 SLC10A1 SLC1A5 SLC20A2 SLC3A2 SLC52A1 SLC52A2 SLC7A1 SMPD1 SNX3 SRC TFRC TMPRSS2 TMPRSS4 TNFRSF14 TNFRSF4 TPCN1 TPCN2 TRIM10 TRIM11 TRIM21 TRIM22 TRIM25 TRIM26 TRIM31 TRIM34 TRIM38 TRIM5 TRIM58 TRIM59 TRIM6 TRIM62 TRIM68 TRIM8 TYRO3 UVRAG VAMP8 VPS18 WWP1 WWP2 XPR1 ZNF639 GOBP_ENTRY_OF_BACTERIUM_INTO_HOST_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENTRY_OF_BACTERIUM_INTO_HOST_CELL CAV1 CBL CXCL8 EXOC2 EXOC7 FUCA2 ITGAV KRT6A SRC GOBP_ENUCLEATE_ERYTHROCYTE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENUCLEATE_ERYTHROCYTE_DIFFERENTIATION CEBPG DNASE2 ID2 MAEA MB MED1 RB1 SP3 TRIM58 TSPO2 GOBP_ENZYME_LINKED_RECEPTOR_PROTEIN_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ENZYME_LINKED_RECEPTOR_PROTEIN_SIGNALING_PATHWAY ABI1 ABL1 ABTB3 ACP4 ACVR1 ACVR1B ACVR1C ACVR2A ACVR2B ACVRL1 ADAM17 ADAM9 ADAMTS12 ADAMTS3 ADAMTSL2 ADGRA2 ADIPOQ ADIPOR1 ADISSP ADRB2 AFAP1L2 AFP AGR2 AGT AGTR2 AHI1 AHSG AKAP3 AKAP4 AKT1 AKT1S1 AKT2 ALK ALKAL1 ALKAL2 AMH AMHR2 ANGPT1 ANGPT2 ANGPTL1 ANKS1A ANKS1B AP3S1 APLN APOA1 APOD APPL1 APPL2 AR AREG ARHGEF28 ARHGEF7 ARID4A ARID4B ARID5B ARNT ARRB2 ASPN ATF2 ATOH8 AXIN1 AXL BAIAP2 BAMBI BCAR1 BCAR3 BCL9 BCL9L BDKRB2 BDNF BLK BLNK BMP10 BMP2 BMP4 BMP5 BMP6 BMP7 BMPER BMPR1A BMPR1B BMPR2 BRAF BRMS1 BRMS1L BTC C1QTNF12 C2CD5 CADM1 CADM4 CAMLG CASP3 CASS4 CAV2 CAV3 CBL CBLB CBLC CCBE1 CCDC88A CCN1 CCN2 CCN3 CD109 CD3E CD4 CD63 CD7 CD8A CD8B CDH13 CDH3 CDH5 CDK5R1 CDKN1C CDKN2B CEACAM1 CEP57 CER1 CFC1 CFC1B CHMP6 CHN1 CHRD CHRDL1 CHRDL2 CHRNA3 CHST11 CHURC1 CIDEA CILP CITED1 CITED2 CLDN5 CLEC14A CLNK CNKSR1 CNOT9 COL1A1 COL1A2 COL3A1 COL4A1 COL4A2 COL4A3 COL4A5 COL4A6 COMP CPNE3 CRB2 CREB3L1 CREBBP CRIM1 CRK CRKL CSF1 CSF1R CSH1 CSH2 CSHL1 CSNK2B CSPG4 CSRNP1 CSRP3 CTDSPL2 CTNNB1 CTSD CUL5 CYFIP1 CYFIP2 DAB2 DAB2IP DACT1 DACT2 DAND5 DCN DDIT4 DDR1 DDR2 DDX5 DGKD DKK1 DKK3 DLL1 DLX1 DLX3 DLX5 DMRT1 DNAI1 DOCK3 DOK1 DOK2 DOK3 DOK4 DOK5 DOK6 DSG4 DSTYK DUSP22 DUSP3 ECSIT EFEMP1 EFNA1 EFNA2 EFNA3 EFNA4 EFNA5 EFNB1 EFNB2 EFNB3 EFS EGF EGFR EGR1 EID2 EIF2AK3 EIF4EBP2 ELAPOR2 EMILIN1 ENG ENPP1 EP300 EPGN EPHA1 EPHA10 EPHA2 EPHA3 EPHA4 EPHA5 EPHA6 EPHA7 EPHA8 EPHB1 EPHB2 EPHB3 EPHB4 EPHB6 EPN2 ERBB2 ERBB3 ERBB4 ERBIN ERCC1 ERCC2 EREG ERFE ERRFI1 ESM1 ETV2 EXT1 F3 F7 FAM20C FAM83A FAM83B FAM83C FAM83G FAM89B FASLG FBN1 FBN2 FBXL15 FBXW7-AS1 FER FERMT1 FERMT2 FFAR3 FGF1 FGF10 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFBP1 FGFBP3 FGFR1 FGFR2 FGFR3 FGFR4 FGFRL1 FGR FIBP FKBP1A FKBP8 FLCN FLRT1 FLRT2 FLRT3 FLT1 FLT3 FLT4 FMOD FNTA FOLR1 FOS FOXC1 FOXC2 FOXD1 FOXH1 FOXO1 FOXO4 FRK FRS2 FRS3 FSHB FST FSTL1 FSTL3 FSTL4 FSTL5 FURIN FUT7 FUT8 FUZ FYN FZD1 FZD4 GAB1 GAB2 GAB4 GALNT3 GAREM1 GAS6 GATA3 GATA4 GATA6 GCNT2 GDF10 GDF11 GDF15 GDF2 GDF3 GDF5 GDF6 GDF7 GDF9 GFRA1 GFRA2 GFRA4 GFRAL GH1 GH2 GHR GHRH GHRHR GHRL GHSR GIGYF1 GIGYF2 GIPC1 GIT1 GKAP1 GLG1 GNAI2 GNG7 GP6 GPC1 GPC3 GPER1 GPLD1 GPR155 GPR21 GPRC5A GRB10 GRB14 GRB2 GRB7 GREM1 GREM2 GSK3A GSK3B GUCA1B GUCY2C GUCY2D GUCY2F HAP1 HBEGF HCK HDAC1 HDAC2 HES1 HES5 HESX1 HEXA HFE HGF HGS HHEX HHIP HIF1A HIP1 HIP1R HIPK2 HIVEP1 HJV HNF4A HOXA13 HPGD HRAS HRG HSP90AB1 HSPA1A HSPA5 HSPB1 HTRA1 HTRA3 HTRA4 ID1 IDE IFI6 IFT20 IGF1 IGF1R IGF2 IGF2R IGFBP1 IGFBP2 IGFBP3 IGFBP4 IGFBP5 IGFBP6 IGSF1 IL12A IL12B IL17F IL17RD IL1B IL31RA IL6ST ILK ING1 ING2 INHBA INHBB INPP5K INPPL1 INS INSR INSRR INTS9 IQGAP1 IRS1 IRS2 IRS4 ITGA1 ITGA3 ITGA5 ITGA8 ITGB1 ITGB3 ITGB5 ITGB6 ITGB8 JAK1 JAK2 JAK3 JCAD JUN KALRN KANK1 KCNQ1OT1 KCP KDR KIAA0319 KIF16B KIT KL KLB LATS1 LATS2 LCK LCP2 LDLRAD4 LEF1 LEFTY1 LEMD3 LEP LEPROT LEPROTL1 LGMN LIF LIFR LNPEP LONP1 LOX LPXN LRG1 LRIG2 LRIT3 LRP1 LRP2 LRRC32 LTBP1 LTBP2 LTBP3 LTBP4 LTK LYN MAGI2 MAP2K1 MAP2K2 MAP2K5 MAP3K7 MAPK1 MAPK14 MAPK3 MAPKAPK2 MAPKAPK3 MBD5 MEGF8 MEN1 MERTK MET MICOS10-NBL1 MIR1-1 MIR100 MIR103A1 MIR106A MIR107 MIR10A MIR10B MIR1224 MIR125B1 MIR1271 MIR130A MIR133A1 MIR140 MIR146A MIR149 MIR15B MIR16-1 MIR17 MIR181A2 MIR183 MIR18A MIR195 MIR199A1 MIR200C MIR205 MIR20A MIR21 MIR210 MIR212 MIR214 MIR221 MIR23A MIR26A1 MIR26B MIR27A MIR27B MIR296 MIR29A MIR29B1 MIR29C MIR302C MIR30A MIR30B MIR329-1 MIR342 MIR361 MIR373 MIR424 MIR497 MIR498 MIR503 MIR519D MIR520C MIR564 MIR573 MIR638 MIR885 MIR9-1 MIR93 MIR98 MIRLET7F1 MIRLET7G MMP2 MMP9 MMRN2 MPZL1 MST1R MSTN MSX1 MSX2 MT3 MTMR4 MTSS1 MUC20 MUSK MVB12A MVB12B MVP MYO1C MYO1E MYOC MYOCD MYORG MZB1 NAMPT NBL1 NCEH1 NCK1 NCK2 NCL NCOA5 NDEL1 NDN NDP NDRG4 NDST1 NEDD4 NEDD9 NEO1 NEU3 NFATC4 NFIA NGEF NGF NGFR NHERF1 NHERF4 NIBAN2 NKX2-1 NKX3-1 NLK NODAL NOG NOMO1 NOMO3 NOTCH1 NOTCH2 NPNT NPPA NPPB NPPC NPR1 NPR2 NPTN NR1H4 NR4A3 NREP NRG1 NRG3 NRG4 NRP1 NRP2 NRROS NRTN NTF3 NTF4 NTRK1 NTRK2 NTRK3 NUCKS1 NUMA1 NUP62 NUP93 NUS1 OGT ONECUT1 ONECUT2 OSBPL8 OTX2 OVOL2 PAK1 PAK2 PAK3 PALS1 PARP1 PBLD PCSK6 PDCD4 PDCD6 PDE6G PDE6H PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PDGFRL PDK2 PDK4 PDPK1 PEG10 PELO PGF PHF14 PHIP PID1 PIGR PIK3C2A PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PILRB PIN1 PIP4K2A PIP4K2B PIP4K2C PLAT PLAUR PLCB1 PLCE1 PLCG1 PLEKHA1 PMEPA1 PML POLR1G PPARA PPARG PPM1A PPM1L PPP2R5B PRDM14 PRDM16 PRICKLE1 PRKAA1 PRKCB PRKCD PRKCQ PRKCZ PRKD1 PRKD2 PRLR PRMT1 PSG9 PTGIR PTK2 PTK2B PTK6 PTN PTP4A3 PTPN1 PTPN11 PTPN12 PTPN18 PTPN2 PTPN3 PTPRA PTPRD PTPRE PTPRF PTPRG PTPRJ PTPRK PTPRR PTPRT PTPRU PXN RAB14 RAB7A RABGEF1 RAC1 RAF1 RALA RALB RAPGEF1 RAPGEF2 RARRES2 RASA1 RASGRP4 RASL11B RBBP4 RBBP7 RBM14 RBM4 RBPJ RBPMS RBPMS2 RELA REPS2 RET RGMA RGMB RGS14 RHBDF1 RHBDF2 RHOQ RNF111 RNF115 RNF126 RNF165 ROBO1 ROR1 ROR2 ROS1 RPE65 RPS6KB1 RTN4 RUNX2 RYK SAMD10 SAMD12 SAP130 SAP30 SAP30L SCUBE3 SCX SDCBP SEMA6A SERPINA12 SESN3 SETX SFRP1 SFRP2 SFRP4 SGPL1 SH2B1 SH2B2 SH2B3 SH2D6 SH3TC2 SHC1 SHC2 SHC3 SHC4 SHCBP1 SHH SHISA2 SHKBP1 SHOC2 SIK2 SIN3A SINHCAF SIPA1L1 SIRT1 SKI SKIL SKOR1 SKOR2 SLC27A4 SLC2A10 SLC2A4 SLC2A8 SLC30A10 SLC31A1 SLC39A14 SLC39A5 SMAD1 SMAD2 SMAD3 SMAD4 SMAD5 SMAD5-AS1 SMAD6 SMAD7 SMAD9 SMARCC1 SMOC2 SMPD3 SMURF1 SMURF2 SNCA SNW1 SNX25 SNX5 SNX6 SOCS1 SOCS2 SOCS3 SOCS4 SOCS5 SOGA1 SORBS1 SORL1 SORT1 SOS1 SOS2 SOST SOSTDC1 SOX11 SOX9 SPART SPI1 SPRED1 SPRED2 SPRED3 SPRY1 SPRY2 SPRY3 SPRY4 SPTBN1 SRC SREBF1 SRMS SS18 STAP1 STAT3 STAT5A STAT5B STAT6 STK11 STMN1 STON1 STRAP STUB1 STXBP4 SUB1 SUDS3 SULF1 SULF2 SVEP1 SYK TAB1 TBX2 TBX20 TDGF1 TDGF1P3 TEK TET1 TF TFAP2B TGFA TGFB1 TGFB1I1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 TGFBR3L TGFBRAP1 TGIF2 THBS1 TIAM1 TIE1 TIPARP TMEM100 TMEM108 TMEM204 TMEM53 TMPRSS6 TNFAIP6 TNS2 TNXB TOB1 TP53 TRADD TRAT1 TRIM33 TRIM71 TRIM72 TRIO TSC2 TSG101 TWSG1 TXNIP TYK2 TYRO3 UBASH3B UBE2D1 UBE2D3 UBE2O UCMA USP15 USP9X USP9Y VASN VAV1 VAV2 VEGFA VEGFB VEGFC VEGFD VEPH1 VIL1 VIM VPS25 VTN VWA2 VWC2 VWC2L WASF1 WDR54 WFIKKN1 WFIKKN2 WIF1 WNT1 WNT4 WNT5A WWTR1 XDH XIAP YES1 ZAP70 ZBTB7A ZBTB7B ZC3H3 ZDHHC17 ZEB1 ZEB2 ZFAND2B ZFAND5 ZFYVE27 ZFYVE28 ZFYVE9 ZGPAT ZMIZ1 ZMIZ2 ZNF106 ZNF423 ZNF451 ZNF592 ZNF703 ZNF8 ZYX GOBP_EOSINOPHIL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EOSINOPHIL_ACTIVATION CCL3 CCR2 CD300A F2RL1 FCER1A STX4 VAMP2 VAMP7 VAMP8 GOBP_EOSINOPHIL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EOSINOPHIL_DIFFERENTIATION GATA1 GATA2 IL25 IL5 LYN STAT5A TRIB1 GOBP_EOSINOPHIL_MEDIATED_IMMUNITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EOSINOPHIL_MEDIATED_IMMUNITY CCL3 CCR2 F2RL1 FCER1A STX4 TRAF3IP2 VAMP2 VAMP7 VAMP8 GOBP_EOSINOPHIL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EOSINOPHIL_MIGRATION ADAM8 CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL18 CCL2 CCL22 CCL23 CCL24 CCL25 CCL26 CCL3 CCL3L1 CCL3L3 CCL4 CCL5 CCL7 CCL8 CD300A CX3CL1 DAPK2 EPX IL4 LGALS3 PTGER4 SCG2 XCL1 XCL2 GOBP_EPHRIN_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EPHRIN_RECEPTOR_SIGNALING_PATHWAY ANKS1A ANKS1B ARHGEF28 ARHGEF7 CDK5R1 CHN1 CRK EFNA1 EFNA2 EFNA3 EFNA4 EFNA5 EFNB1 EFNB2 EFNB3 EPHA1 EPHA10 EPHA2 EPHA3 EPHA4 EPHA5 EPHA6 EPHA7 EPHA8 EPHB1 EPHB2 EPHB3 EPHB4 EPHB6 FYN GIT1 KALRN LYN MIR519D MMP2 MMP9 NCK1 NCK2 NGEF NTRK1 PAK1 PAK3 PTK2 PTPN11 RASA1 RBPJ SIPA1L1 SRC SS18 TIAM1 YES1 GOBP_EPIBOLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EPIBOLY ACVRL1 ADAM17 AJUBA ARHGAP24 ARHGAP35 CARMIL2 CCN1 CD151 CD44 CEACAM1 CLASP1 CLASP2 COL5A1 DDR1 FERMT1 FERMT2 FLNA HBEGF ITGA5 ITGB1 LCP1 LRG1 MEGF8 MIR221 MMP12 MRTFA MSX2 MTOR PDCD10 PDPN PHLDB2 PLET1 PTEN RHOA RHOC RREB1 TMEFF2 TOR1A WNT7A GOBP_EPIDERMAL_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EPIDERMAL_CELL_DIFFERENTIATION ABCA12 ACER1 ADAM9 AKR1C3 ALOX15B ANKRD24 ANXA1 AQP3 ASAH1 ATOH1 BCL11B BCR BMP4 CASP14 CASP3 CD109 CDH23 CDH3 CDKN1A CDSN CERS3 CFLAR CLIC4 CLRN1 CLRN2 CNFN CSTA CTNNB1 CYP26B1 CYP27B1 DLL1 DLX3 DNASE1L2 DSG4 DSP EPHA2 ERCC2 ERCC3 EREG ERRFI1 ESRP1 ETV4 EVPL EXPH5 EXTL3 EZH2 FA2H FGF2 FGF20 FLG FLNB FOSL2 FOXC1 FOXI3 FOXN1 GATA6 GDF3 GLI1 GRHL1 GRHL2 GRXCR1 GRXCR2 GSDME HDAC1 HDAC2 HES1 HES5 HEY2 HOXA7 HRNR IFT74 IL17A IL1A IL20 INTU IRF6 IVL JAG1 JAG2 KAZN KCNQ1 KDF1 KEAP1 KLF4 KLF7 KLK5 KRT1 KRT10 KRT14 KRT16 KRT17 KRT2 KRT3 KRT36 KRT4 KRT5 KRT6A KRT6B KRT6C KRT7 KRT71 KRT72 KRT73 KRT74 KRT75 KRT76 KRT77 KRT78 KRT79 KRT80 KRT81 KRT82 KRT83 KRT84 KRT85 KRT86 KRTAP6-1 KRTAP6-2 KRTAP6-3 LATS1 LATS2 LCE1A LCE1B LCE1C LCE1D LCE1E LCE1F LCE2A LCE2B LCE2C LCE2D LCE3A LCE3B LCE3C LCE3D LCE3E LCE4A LCE5A LCE6A LCE7A LHFPL5 LIPK LIPM LIPN LORICRIN MACROH2A1 MACROH2A2 MAFB MAFF MAFG MAP2K1 MCOLN3 MED1 MIR125B1 MSX2 MYCL MYO6 MYO7A NCOA3 NFKBIZ NHERF1 NME2 NOTCH1 NUMA1 OPN3 OVOL1 OVOL2 OVOL3 PAFAH1B1 PALLD PAX6 PDZD7 PIP5K1A PITX2 PLAAT4 PLEC PLS1 POU2F3 POU3F1 POU4F3 PPHLN1 PPL PPP3CA PRKCH PTCH1 PTCH2 RBPJ REG3A REG3G ROCK1 ROCK2 S100A7 SAV1 SCEL SCRIB SEC24B SFN SFRP4 SGPP1 SHARPIN SLC39A2 SLC44A4 SLC4A7 SLITRK6 SOD1 SPINK5 SPRR1A SPRR1B SPRR2B SPRR2D SPRR2E SPRR2F SPRR2G SPRR3 SPRR4 SRSF6 ST14 STK4 STRC SULT2B1 TCHH TECTA TGM1 TGM3 TMC1 TMEM132E TMEM79 TP63 TPRN TRIM16 TRIOBP TSG101 TXNIP UGCG USH1C USH2A VDR WDPCP WHRN WNT16 WNT5A YAP1 ZBED2 ZFP36 ZFP36L1 GOBP_EPIDERMAL_CELL_FATE_SPECIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EPIDERMAL_CELL_FATE_SPECIFICATION FOXI3 NOTCH1 PTCH1 PTCH2 RBPJ GOBP_EPIDERMIS_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EPIDERMIS_DEVELOPMENT ABCA12 ACER1 ACVR1B ADAM9 AGPAT2 AKR1C3 ALDH3A2 ALOX12 ALOX12B ALOX15B ALOXE3 ALX4 ANKRD24 ANXA1 AP3B1 APCDD1 AQP3 ASAH1 ATOH1 ATP2A2 ATP2C1 ATP7A BCL11B BCL2 BCR BMP4 BNC1 C1orf68 CALML5 CASP14 CASP3 CCN2 CD109 CDH23 CDH3 CDKN1A CDSN CERS3 CFLAR CLDN1 CLDN4 CLIC4 CLRN1 CLRN2 CNFN COL17A1 COL7A1 CRABP2 CST6 CSTA CTNNB1 CYP26B1 CYP27B1 CYSRT1 DCT DKK1 DKK4 DLL1 DLX3 DNASE1L2 DSG4 DSP EDA EDA2R EDAR EGFR ELAPOR2 ELOVL1 EMP1 EPHA2 ERCC2 ERCC3 EREG ERRFI1 ESRP1 ETV4 EVPL EXPH5 EXT1 EXTL3 EZH2 FA2H FABP5 FERMT1 FGF10 FGF2 FGF20 FGF7 FGFR2 FLG FLG2 FLNB FLOT2 FOSL2 FOXC1 FOXE1 FOXI3 FOXN1 FOXQ1 FST FUZ FZD3 FZD6 GAL GATA6 GBA1 GDF3 GJB5 GLI1 GLI2 GORAB GRHL1 GRHL2 GRHL3 GRXCR1 GRXCR2 GSDME HDAC1 HDAC2 HDAC3 HES1 HES5 HEY2 HLA-DRB1 HOXA7 HOXB13 HOXC13 HPSE HRNR IFT172 IFT74 IGFBP5 IL17A IL18 IL1A IL20 INHBA INSR INTU IRF6 IVL JAG1 JAG2 KAZN KCNQ1 KDF1 KEAP1 KLF4 KLF7 KLK14 KLK5 KLK7 KRT1 KRT10 KRT14 KRT15 KRT16 KRT17 KRT2 KRT25 KRT27 KRT28 KRT3 KRT31 KRT32 KRT34 KRT36 KRT4 KRT5 KRT6A KRT6B KRT6C KRT7 KRT71 KRT72 KRT73 KRT74 KRT75 KRT76 KRT77 KRT78 KRT79 KRT80 KRT81 KRT82 KRT83 KRT84 KRT85 KRT86 KRT9 KRTAP5-9 KRTAP6-1 KRTAP6-2 KRTAP6-3 KRTDAP LAMA3 LAMA5 LAMB3 LAMC2 LATS1 LATS2 LCE1A LCE1B LCE1C LCE1D LCE1E LCE1F LCE2A LCE2B LCE2C LCE2D LCE3A LCE3B LCE3C LCE3D LCE3E LCE4A LCE5A LCE6A LCE7A LDB1 LDB2 LGR4 LGR5 LHFPL5 LHX2 LIPK LIPM LIPN LORICRIN LRP4 LSR MACROH2A1 MACROH2A2 MAFB MAFF MAFG MANSC4 MAP2K1 MCOLN3 MED1 MET MIR125B1 MSX2 MYCL MYO6 MYO7A MYSM1 NAB1 NAB2 NAGLU NCOA3 NF1 NFKBIZ NGFR NHERF1 NME2 NOM1 NOTCH1 NSDHL NSUN2 NTF4 NUMA1 OPN3 OVOL1 OVOL2 OVOL3 PAFAH1B1 PALLD PAX6 PDGFA PDZD7 PIAS4 PIP5K1A PITX2 PLA2G10 PLAAT4 PLEC PLOD1 PLOD3 PLS1 POU2F3 POU3F1 POU3F2 POU4F3 PPARA PPHLN1 PPL PPP3CA PRKCH PTCH1 PTCH2 PTHLH PUM2 RBP2 RBPJ REG3A REG3G RELA ROCK1 ROCK2 S100A7 SAV1 SCEL SCRIB SEC24B SFN SFRP4 SGPP1 SHARPIN SHH SLC39A2 SLC39A7 SLC44A4 SLC4A7 SLITRK6 SMAD4 SMO SNAI1 SOD1 SOS1 SOSTDC1 SOX18 SOX21 SOX9 SPINK5 SPINT1 SPRR1A SPRR1B SPRR2B SPRR2D SPRR2E SPRR2F SPRR2G SPRR3 SPRR4 SRF SRSF6 ST14 STK4 STMN1 STRC STS SULT2B1 SVEP1 TCHH TECTA TFDP1 TGFB2 TGM1 TGM3 TGM5 TMC1 TMEM132E TMEM79 TMPRSS11F TNF TNFRSF19 TP63 TPRN TRADD TRIM16 TRIOBP TRPC4AP TSG101 TXNIP UGCG USH1C USH2A VDR WAS WDPCP WHRN WNT10A WNT10B WNT16 WNT5A YAP1 YBX1 ZBED2 ZDHHC21 ZFP36 ZFP36L1 ZMPSTE24 ZNF750 GOBP_EPIDERMIS_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EPIDERMIS_MORPHOGENESIS ATP7A BCL2 CTNNB1 DLX3 EXT1 FGF10 FGF7 FGFR2 FLG2 FOXE1 FOXQ1 FST GLI2 GORAB IGFBP5 INTU KLF4 KLK14 KRT17 KRT25 KRT27 KRT28 KRT71 NAGLU NGFR NOTCH1 PLA2G10 PLOD3 SHH SMO SNAI1 SOSTDC1 TGFB2 TGM3 TMEM79 TP63 WNT10A GOBP_EPIGENETIC_PROGRAMMING_IN_THE_ZYGOTIC_PRONUCLEI https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EPIGENETIC_PROGRAMMING_IN_THE_ZYGOTIC_PRONUCLEI DCAF13 DDB1 DPPA3 METTL23 STPG4 SUV39H1 SUV39H2 TET3 ZNF445 GOBP_EPIGENETIC_REGULATION_OF_GENE_EXPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EPIGENETIC_REGULATION_OF_GENE_EXPRESSION AICDA APOBEC1 ARID1A ARID1B ARID4A ARID4B ASH2L ASIP ATF2 ATF7IP ATF7IP2 ATRX AXIN1 BAHD1 BAZ1A BAZ2A BCL6 BEND3 BMI1 BRCA1 BRD7 CBX3 CDK2 CDKN1C CDKN2B-AS1 CDYL CENPV CGGBP1 CHEK1 CREBZF CTCF CTCFL CTR9 DCAF13 DDB1 DIRAS3 DNMT1 DNMT3A DNMT3L DOT1L DPPA3 DPY30 DYRK1A EHMT1 EIF1 EP300 EPC1 EXOSC10 EZH1 EZH2 EZHIP FAM172A FAM172BP FAM47E GLMN GLYR1 GPX1 GSK3A H1-0 H1-8 H1-9P H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 HAT1 HCFC1 HDAC1 HDAC2 HDAC4 HDAC5 HDAC6 HDAC9 HELLS HIPK2 HMGA2 HMGB1 HNRNPU IFI16 IGF2 ING2 JARID2 KANSL1 KANSL2 KANSL3 KAT2B KAT7 KAT8 KCNQ1 KCNQ1OT1 KDM1A KDM1B KDM5A KLF2 KMT2A KMT2D KPNA7 L3MBTL1 L3MBTL3 LHX2 LMNA LMNB1 LMNB2 LRIF1 MACROH2A1 MACROH2A2 MAEL MBD2 MBD3 MBD3L1 MBD3L2 MBD3L2B MBD3L3 MBD3L4 MBD3L5 MCRS1 MECP2 MEN1 METTL23 METTL3 MORC1 MORC2 MPHOSPH8 MSL1 MSL2 MSL3 MTA1 MTF2 MYC MYOCD N6AMT1 NDN NIBAN2 NOC2L NRDE2 OGT PADI2 PCGF3 PCGF5 PHB1 PHF19 PHF2 PHF20 PHF8 PICK1 PIK3CA POLE3 PPHLN1 PPM1D PRDM14 PRMT7 RB1 RBBP5 RBM14 RBM15 RBM15B RESF1 RIF1 RLIM RNF168 RNF2 RNF8 RRP8 SAMD1 SCMH1 SDR16C5 SETDB1 SETDB2 SGF29 SIN3A SIRT1 SIRT2 SIRT6 SIRT7 SMARCA4 SMARCA5 SMARCB1 SMARCD1 SMCHD1 SMYD5 SPHK2 SPI1 SPTY2D1 STPG4 SUV39H1 SUV39H2 SUZ12 TASOR TASOR2 TASP1 TDG TET1 TET3 TEX15 TFAP2C TNP1 TP53 TPR TRIM27 TRIM28 TRIM37 TRIP12 TRMT112 TSIX UBR2 UBR5 UHRF1 USP21 USP7 VPS72 WBP2 WDR5 XIST YTHDC1 ZDBF2 ZFP57 ZMPSTE24 ZNF304 ZNF335 ZNF445 ZNFX1 GOBP_EPINEPHRINE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EPINEPHRINE_TRANSPORT ADRA2A ADRA2B ADRA2C CARTPT CRH GABBR1 SLC22A1 SLC22A2 SLC22A3 SLC29A4 VIP GOBP_EPITHELIAL_CELL_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EPITHELIAL_CELL_APOPTOTIC_PROCESS ABL1 ADAR AKR1C3 ANGPT1 ANGPTL4 ANO6 ARF6 ATF2 ATOH1 BAX BCL2 BCL2L1 BID BMPR2 BOK BRAF BTC CAPN10 CARM1 CASP3 CASP6 CASP9 CAST CCL2 CD160 CD248 CD40 CD40LG CDH5 CDKN1B CFLAR COL4A3 DAB2IP DNMT3A E2F1 E2F2 ECSCR EDNRA EIF2S1 ESR1 EXOC5 FASLG FGA FGB FGF21 FGF4 FGG GAS6 GATA2 GATA3 GPER1 GSN H19 HAND2 HIPK1 HLA-G HMOX1 ICAM1 IGF1R IL10 IL11 IL13 IL4 IL6 ITGA4 ITGB3 JAG2 JAK2 KDR KRIT1 KRT18 KRT8 LEF1 MAP3K5 MAPK7 MDK MIR101-1 MIR106B MIR125A MIR126 MIR132 MIR15A MIR182 MIR24-1 MIR30B MIR30E MIR375 MIR495 MIR590 MIR675 NDNF NEUROD1 NFE2L2 NFKBIZ NKX2-5 NKX2-6 NPC1 NUPR1 PAK4 PDCD4 PDPK1 PDX1 PIAS4 PIK3CG PKHD1 PLA2G1B PLA2R1 PLCG1 PPARA PRKAA1 PRKAA2 PRKCI RAMP2 RB1 RGCC RYR2 SAV1 SCG2 SEMA5A SERPINB13 SERPINE1 SFRP4 SIX3 SRSF6 STK3 STK4 TCF7L2 TEK TERT TGFB1 TGFBR2 THBS1 TIA1 TMEM258 TMF1 TNF TNFAIP3 TNIP2 UMODL1 USP17L24 USP17L6P USP53 WFS1 WNT11 YAP1 ZFP36 ZFP36L1 GOBP_EPITHELIAL_CELL_CELL_ADHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EPITHELIAL_CELL_CELL_ADHESION BVES CAMSAP3 CCN3 CTNNA1 CYP1B1 DSP IHH ITGB5 JUP KIFC3 KIT PLEKHA7 SERPINB8 SRF THBS4 VCL GOBP_EPITHELIAL_CELL_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EPITHELIAL_CELL_DEVELOPMENT ABCA12 ABI2 ACTA2 ADAMTSL4 ADD1 ADIPOQ AFDN AKR1B1 AKT1 AR ARHGEF26 ARID4A ARID4B ASXL1 ATF4 ATRX B4GALT1 BAD BCL11B BFSP1 BFSP2 BHLHA15 BMAL1 BMP4 BMP5 BMP6 C1GALT1 CCDC88C CCM2 CDH2 CDH5 CDK6 CDKN1A CDSN CEBPA CLDN1 CLDN3 CLDN5 CLIC4 CLOCK COL18A1 COL27A1 CRYGB CXCR4 DACT2 DLL1 DMRT1 DNASE1L2 E2F4 EDNRA EDNRB EPAS1 EPB41L5 EPHA2 ESR1 EXPH5 EZR F11R F2RL1 FASN FAT1 FEM1B FER FLNA FLNB FNDC3A FOSL2 FOXA1 FOXC2 FOXJ1 FOXP3 FRMD6 FRS2 FRZB FZD5 GATA1 GATA2 GDF11 GPAT4 GPR4 GPX1 GRHL2 GSK3A GSK3B GSTM3 HAPLN2 HEG1 HIF1A HOXA13 HOXA5 HOXB13 HPSE HSD17B4 HYDIN ICAM1 IFT74 IHH IKBKB IL1A IL1B IL6ST INSM1 IQGAP1 JAG1 KCNE1 KDF1 KDR KLF5 KRT2 LAMB2 MAGI2 MARVELD2 MET MIR29B1 MIR541 MSN MYADM MYD88 MYO1E NKX2-2 NKX3-2 NKX6-1 NOTCH1 NOTCH2 NPHS1 NPHS2 NTRK1 ONECUT1 ONECUT2 PALLD PAX6 PDE2A PDE4D PDGFB PDPK1 PECAM1 PGR PKHD1 PLCB1 PLEC PLOD3 PODXL POF1B PPP1R12A PPP1R16B PRDM1 PROC PROX1 PTPRS RAB13 RAB1A RAB1B RAB25 RAP1A RAP1B RAP2B RAP2C RAPGEF1 RAPGEF2 RAPGEF3 RAPGEF6 RARA RARB RARG RDX RFX3 RHEB RILPL1 RILPL2 ROBO4 ROCK1 ROCK2 ROS1 S1PR2 S1PR3 SDC1 SFN SIDT2 SIPA1 SIPA1L3 SIX3 SLC4A5 SLC9A4 SMO SOX18 SOX8 SOX9 SPDEF SPINT2 SRC ST14 STC1 TBC1D20 TFCP2L1 TIGAR TJP1 TJP2 TJP3 TLR9 TMEM79 TMIGD1 TMOD1 TNF TNFRSF1A TNMD TP63 TYMS VCL VEGFA VEZF1 VIM VSIG1 WNT5A WNT5B WNT7A WNT7B YAP1 YIPF6 ZDHHC21 GOBP_EPITHELIAL_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EPITHELIAL_CELL_DIFFERENTIATION ABCA12 ABI2 ABL1 ACADVL ACER1 ACTA2 ACTL8 ACVR1 ACVR2B ACVRL1 ADAM9 ADAMTSL4 ADD1 ADIPOQ AFDN AGR2 AHI1 AIMP2 AJAP1 AKR1B1 AKR1C1 AKR1C2 AKR1C3 AKT1 AKT2 ALDOC ALOX15B ANKRD24 ANXA1 ANXA4 ANXA7 APOLD1 AQP3 AR ARHGEF26 ARID4A ARID4B ARX ASAH1 ASCL1 ASXL1 ATF4 ATOH1 ATOH8 ATRX B4GALT1 B9D1 BAD BARX1 BASP1 BCCIP BCL11B BCR BDH2 BFSP1 BFSP2 BHLHA15 BLTP1 BMAL1 BMP2 BMP4 BMP5 BMP6 BMP7 BMPR2 BTG1 C1GALT1 CAMSAP3 CASP14 CASP3 CASP6 CAV1 CBFA2T2 CBR1 CCDC78 CCDC88C CCM2 CCND1 CCNO CD109 CD24 CD34 CDC42 CDH2 CDH23 CDH3 CDH5 CDHR2 CDK1 CDK6 CDKN1A CDKN1B CDKN1C CDKN2B CDSN CDX2 CEACAM1 CEBPA CEBPB CEP152 CEP63 CERS3 CES1 CFLAR CITED1 CLCN2 CLDN1 CLDN3 CLDN5 CLIC4 CLOCK CLRN1 CLRN2 CNFN CNN3 COL18A1 COL27A1 COL4A1 CPS1 CPT1A CREB1 CRYGB CRYGD CSTA CTNNB1 CTSB CXCR4 CYP1A1 CYP26B1 CYP27B1 DAB2 DACT2 DEUP1 DHRS9 DLG5 DLL1 DLX3 DLX5 DLX6 DMBT1 DMRT1 DNASE1L2 DNPH1 DSG4 DSP DSPP E2F4 E2F7 E2F8 EDF1 EDNRA EDNRB EHF EMX1 ENAM EPAS1 EPB41L5 EPHA2 ERBB4 ERCC2 ERCC3 EREG ERRFI1 ESR1 ESRP1 ETV2 ETV4 EVPL EXPH5 EXT1 EXTL3 EZH2 EZR F11R F2RL1 FA2H FAM20C FASN FAT1 FEM1B FER FGF10 FGF2 FGF20 FGF8 FGFR2 FLG FLNA FLNB FN3K FNDC3A FOSL2 FOXA1 FOXB1 FOXC1 FOXC2 FOXE3 FOXF1 FOXH1 FOXI3 FOXJ1 FOXJ2 FOXL2 FOXN1 FOXP3 FRMD6 FRS2 FRZB FST FSTL1 FZD1 FZD2 FZD4 FZD5 FZD7 FZR1 GATA1 GATA2 GATA3 GATA4 GATA5 GATA6 GDF11 GDF2 GDF3 GDF7 GDNF GLI1 GPAT4 GPR4 GPX1 GREM1 GRHL1 GRHL2 GRXCR1 GRXCR2 GSDME GSK3A GSK3B GSTA1 GSTA2 GSTK1 GSTM3 HAPLN2 HDAC1 HDAC2 HEG1 HES1 HES5 HEY1 HEY2 HIF1A HNF1B HNRNPH3 HOXA13 HOXA5 HOXA7 HOXB13 HOXB5 HPSE HRNR HSD17B4 HSF4 HYDIN ICAM1 ID2 ID3 IFNG IFT20 IFT74 IHH IKBKB IL13 IL17A IL1A IL1B IL20 IL31RA IL6ST INSM1 INTU IPO7 IQGAP1 IRF6 ITGA2 IVL JAG1 JAG2 KAZN KCNE1 KCNQ1 KDF1 KDM5B KDM6B KDR KEAP1 KLF15 KLF2 KLF4 KLF5 KLF7 KLK5 KRAS KRT1 KRT10 KRT12 KRT13 KRT14 KRT15 KRT16 KRT17 KRT19 KRT2 KRT20 KRT23 KRT24 KRT25 KRT26 KRT27 KRT28 KRT3 KRT31 KRT32 KRT33A KRT33B KRT34 KRT35 KRT36 KRT37 KRT38 KRT39 KRT4 KRT40 KRT5 KRT6A KRT6B KRT6C KRT7 KRT71 KRT72 KRT73 KRT74 KRT75 KRT76 KRT77 KRT78 KRT79 KRT80 KRT81 KRT82 KRT83 KRT84 KRT85 KRT86 KRT9 KRTAP6-1 KRTAP6-2 KRTAP6-3 LAMA1 LAMB2 LATS1 LATS2 LBH LCE1A LCE1B LCE1C LCE1D LCE1E LCE1F LCE2A LCE2B LCE2C LCE2D LCE3A LCE3B LCE3C LCE3D LCE3E LCE4A LCE5A LCE6A LCE7A LGALS3 LHFPL5 LHX1 LHX3 LIF LIPA LIPK LIPM LIPN LORICRIN LTA4H MACROH2A1 MACROH2A2 MAF MAFB MAFF MAFG MAGI2 MAP1B MAP2K1 MARVELD2 MCIDAS MCOLN3 MED1 MEF2C MESP1 MET MIR1-1 MIR10A MIR125B1 MIR150 MIR181A2 MIR181B1 MIR18B MIR199B MIR200C MIR204 MIR21 MIR29B1 MIR302A MIR34A MIR495 MIR518B MIR541 MIR99B MMP9 MSI1 MSN MSX2 MTSS1 MYADM MYCL MYD88 MYO1E MYO6 MYO7A MYO9A NCOA3 NDP NEUROD1 NEUROG3 NF2 NFIB NFKBIZ NHERF1 NKX2-1 NKX2-2 NKX2-5 NKX2-6 NKX3-2 NKX6-1 NKX6-2 NKX6-3 NME2 NODAL NOTCH1 NOTCH2 NOTCH4 NPHS1 NPHS2 NPPC NPR2 NPY NR0B1 NR2F2 NR5A1 NR5A2 NRG1 NRP1 NTRK1 NUMA1 ONECUT1 ONECUT2 OPHN1 OPN3 OSR1 OTP OVOL1 OVOL2 OVOL3 PAFAH1B1 PALLD PAX2 PAX6 PAX8 PCK1 PCK2 PCNA PDE2A PDE4D PDGFB PDPK1 PDPN PDX1 PDZD7 PECAM1 PELO PERCC1 PGK1 PGR PIH1D1 PIP5K1A PITX2 PITX3 PKHD1 PLAAT1 PLAAT3 PLAAT4 PLCB1 PLEC PLK4 PLOD3 PLS1 PODXL POF1B POU2F3 POU3F1 POU3F2 POU4F3 PPARG PPHLN1 PPL PPP1R12A PPP1R16B PPP3CA PPP3R1 PRDM1 PRKCH PRKX PRLR PROC PROM1 PROX1 PSAP PSAPL1 PTCH1 PTCH2 PTER PTK6 PTK7 PTPRO PTPRS PYY RAB10 RAB13 RAB1A RAB1B RAB25 RAP1A RAP1B RAP2A RAP2B RAP2C RAPGEF1 RAPGEF2 RAPGEF3 RAPGEF6 RARA RARB RARG RBBP9 RBM4 RBPJ RDX REG3A REG3G RFX3 RFX6 RHCG RHEB RHOA RILPL1 RILPL2 ROBO4 ROCK1 ROCK2 ROS1 RPTOR S100A7 S1PR1 S1PR2 S1PR3 SAFB2 SALL1 SAV1 SCEL SCRIB SCUBE1 SCX SDC1 SEC24B SERPINE1 SETSIP SFN SFRP4 SGPP1 SH3BP1 SHARPIN SIDT2 SIPA1 SIPA1L3 SIX1 SIX2 SIX3 SKIL SLC39A2 SLC44A4 SLC4A5 SLC4A7 SLC7A11 SLC9A2 SLC9A4 SLITRK6 SMAD2 SMAD3 SMAD4 SMARCB1 SMO SOD1 SOSTDC1 SOX11 SOX17 SOX18 SOX4 SOX8 SOX9 SPDEF SPINK5 SPINT2 SPRED1 SPRED2 SPRED3 SPRR1A SPRR1B SPRR2B SPRR2D SPRR2E SPRR2F SPRR2G SPRR3 SPRR4 SPRY1 SPRY2 SRC SRSF6 ST14 STAT1 STAT5B STC1 STK4 STRC SULT1B1 SULT2B1 SYNE4 TAF10 TAGLN TAGLN2 TBC1D20 TBX1 TBX3 TCF15 TCF21 TCHH TDRD7 TECTA TFCP2L1 TGFB1 TGFB1I1 TGM1 TGM3 THRA THRB TIE1 TIGAR TJP1 TJP2 TJP3 TLR9 TMC1 TMEM100 TMEM132E TMEM231 TMEM38B TMEM79 TMIGD1 TMOD1 TNF TNFRSF1A TNMD TOLLIP TP63 TP73 TPP1 TPRN TRIM16 TRIOBP TSG101 TST TTC8 TUBB TXNIP TYMS UGCG UPK1A UPK1B UPK2 UPK3A USH1C USH2A VAX1 VCL VDAC1 VDR VEGFA VEZF1 VHL VIL1 VIM VSIG1 WDPCP WDR77 WHRN WNT1 WNT10B WNT11 WNT16 WNT4 WNT5A WNT5B WNT7A WNT7B WNT9B WT1 WWTR1 XDH YAP1 YIPF6 ZBED2 ZDHHC21 ZDHHC7 ZEB1 ZFP36 ZFP36L1 ZNF703 ZNF800 GOBP_EPITHELIAL_CELL_DIFFERENTIATION_INVOLVED_IN_KIDNEY_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EPITHELIAL_CELL_DIFFERENTIATION_INVOLVED_IN_KIDNEY_DEVELOPMENT ACTA2 ADIPOQ ASXL1 BASP1 CD24 CD34 CTNNB1 EDNRA EDNRB EXT1 FOXC2 FOXJ1 GATA3 GDNF GPR4 GREM1 IQGAP1 JAG1 KLF15 LAMB2 LHX1 LIF MAGI2 MEF2C MMP9 MTSS1 MYO1E NOTCH1 NOTCH2 NPHS1 NPHS2 OSR1 PAX2 PAX8 PDGFB PODXL PRKX PROM1 PTPRO SALL1 SIX2 SMO STAT1 WNT9B WT1 WWTR1 YAP1 GOBP_EPITHELIAL_CELL_DIFFERENTIATION_INVOLVED_IN_PROSTATE_GLAND_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EPITHELIAL_CELL_DIFFERENTIATION_INVOLVED_IN_PROSTATE_GLAND_DEVELOPMENT AR CTNNB1 FEM1B FGFR2 FOXA1 HOXB13 NOTCH1 PSAP PSAPL1 TP63 WDR77 GOBP_EPITHELIAL_CELL_FATE_COMMITMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EPITHELIAL_CELL_FATE_COMMITMENT ACVR1 ARX DLL1 HOXA13 NEUROD1 NKX2-2 NOTCH1 NR2F2 NRP1 PDPN PROX1 RARA RBPJ SOSTDC1 SPDEF GOBP_EPITHELIAL_CELL_MATURATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EPITHELIAL_CELL_MATURATION AKR1B1 BHLHA15 CDKN1A CEBPA EPAS1 FEM1B FOXA1 FZD5 GATA2 GDF11 GPAT4 HIF1A HOXA5 HOXB13 KCNE1 KDR NKX6-1 PGR RFX3 SIX3 TFCP2L1 TMEM79 TMIGD1 TYMS GOBP_EPITHELIAL_CELL_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EPITHELIAL_CELL_MORPHOGENESIS AR ARHGEF26 BCL11B CCDC88C CLDN3 CLIC4 COL18A1 COL27A1 DACT2 EPB41L5 FAT1 FLNB FRMD6 GRHL2 HEG1 HOXA13 IHH MET PALLD PKHD1 PLOD3 POF1B RAB25 RILPL1 RILPL2 ROCK1 SIPA1 SIPA1L3 SPINT2 ST14 STC1 TNMD VSIG1 GOBP_EPITHELIAL_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EPITHELIAL_CELL_PROLIFERATION A4GNT ACVR2A ACVRL1 ADAM17 AGGF1 AGTR1 AIMP1 AKT1 AKT3 ALDH1A2 ALOX5 ANG ANGPT1 ANGPT4 ANGPTL8 APELA APLN APLNR APOA1 APOE APOH AQP11 AR AREG ARNT ARX ATOH8 ATP5F1A ATP5IF1 ATP7A B2M B4GALT1 BAD BAK1 BAX BCL11B BCL2L1 BCL2L2 BGLAP BID BMP4 BMP5 BMP6 BMPER BMPR1A BMPR2 BRCA2 BTBD10 BTK BTRC C5AR1 C6orf89 CASK CAV1 CAV2 CCL11 CCL2 CCL24 CCL26 CCN3 CCND1 CCR3 CD109 CD34 CDC42 CDC73 CDH13 CDH3 CDK4 CDK6 CDKN1A CDKN1B CDKN1C CDKN2B CEACAM1 CEBPB CFLAR CLDN1 CLEC12B CNMD COL4A3 COL8A1 COL8A2 CPB2 CRNN CTNNB1 CXCL12 CYP7B1 DAB2 DAB2IP DACH1 DBH DEAF1 DLG1 DLL4 DLX5 DLX6 DRD2 DUSP10 EAF2 ECM1 EDNRB EFNB2 EGF EGFL7 EGFR EGR3 EMC10 EPB41L4B EPGN EPHA2 EPPK1 ERBB2 EREG ERN1 ESR1 ESRP2 EYA1 F3 FA2H FABP7 FAP FBXW7 FERMT1 FGF1 FGF10 FGF16 FGF18 FGF2 FGF7 FGF9 FGFBP1 FGFR1 FGFR2 FGL1 FLCN FLT1 FLT4 FMC1 FOXE3 FRS2 FSHB FST FUT1 FUT2 FZD7 GATA2 GATA3 GDF2 GDF5 GHRL GHSR GLI1 GPBAR1 GPC3 GPR15LG GPX1 GRN HAS2 HDAC6 HES1 HES5 HGF HIF1A HLX HMGB1 HMGB2 HMGN1 HMOX1 HMX2 HNF1B HOXA5 HPN HRAS HSPG2 HTR2B HYAL1 ID2 IFT172 IFT52 IFT57 IFT74 IFT80 IGF1 IGF2 IGFBP3 IGFBP4 IGFBP5 IHH IL10 IL12A IL12B IL17A IL26 IL6 INTU IQGAP3 IRF6 IRS2 ITGA4 ITGB1BP1 ITGB3 JAG1 JAML JCAD KDF1 KDM5B KDR KIT KLF9 KLK8 KRIT1 KRT2 KRT4 LACRT LAMA5 LAMB1 LAMC1 LEP LGR4 LGR5 LIMS1 LIMS2 LIPA LOXL2 LRG1 MAGED1 MAP2K1 MAP2K2 MAP2K5 MAPK1 MARVELD3 MCC MDK MED1 MEF2C MIR101-1 MIR10A MIR10B MIR125B1 MIR126 MIR129-1 MIR130A MIR132 MIR133B MIR135B MIR146A MIR149 MIR150 MIR152 MIR15A MIR15B MIR16-1 MIR181C MIR193A MIR200C MIR205 MIR20B MIR21 MIR22 MIR222 MIR2355 MIR23A MIR24-1 MIR26A1 MIR27A MIR27B MIR29A MIR29B1 MIR29C MIR30B MIR30E MIR329-1 MIR342 MIR34A MIR361 MIR410 MIR424 MIR483 MIR487B MIR492 MIR494 MIR495 MIR497 MIR499A MIR503 MIR92A1 MIR98 MIRLET7B MMP12 MMP14 MMRN2 MTA3 MTSS1 MYC MYDGF NCSTN NEAT1 NF1 NFIB NFKBIZ NGFR NKX2-3 NKX2-5 NKX2-6 NKX2-8 NKX3-1 NKX6-1 NLRC3 NME1 NME2 NOD2 NODAL NOG NOTCH1 NOTCH2 NOX5 NR1D1 NR2F2 NR4A1 NR4A3 NRARP NRAS NRP1 NRP2 NUPR1 ODAM OR51E2 OSR1 OSR2 OVOL1 OVOL2 PAX2 PAX6 PDCD10 PDCD6 PDCL3 PDGFB PDPK1 PDX1 PEX2 PGF PGR PHB2 PHOX2B PIK3CB PIK3CD PKHD1 PLCG1 PLXNB3 POLD4 PPARD PPARG PPP1R16B PRKCA PRKD1 PRKD2 PRKDC PRKX PRL PROK1 PROK2 PROX1 PSEN1 PTCH1 PTN PTPRK PTPRM PTPRN PURA PYGO2 RAB33B RAF1 RAP1GAP RASGRF1 RB1 RBPJ REG3A REG3G RETNLB RGCC RGN RICTOR ROBO1 RPS6KA1 RPTOR RREB1 RTN4 RUNX2 RUNX3 SAAL1 SAV1 SCAND3 SCARB1 SCG2 SCN5A SDR16C5 SEMA5A SERPINB1 SERPINB5 SERPINF1 SFN SFRP1 SFRP2 SGPP2 SHH SIDT2 SIRT1 SIRT6 SIX1 SIX4 SLC39A9 SLURP1 SMAD3 SMO SNAI2 SOX11 SOX2 SOX9 SP1 SPARC SPINK1 SRSF6 ST8SIA1 STAT1 STAT3 STAT5A STAT6 STK11 STK3 STK4 STXBP4 SULF1 SULF2 SYNJ2BP TACR1 TACSTD2 TBX1 TBX2 TCF7L2 TEK TGFA TGFB1 TGFB2 TGFBR1 TGFBR3 TGM1 THAP1 THBS1 THBS4 TIE1 TINF2 TMIGD1 TNF TNFAIP3 TNFSF11 TNFSF12 TNMD TP63 TRIM24 TWIST1 UHRF1 VASH1 VASH2 VDR VEGFA VEGFB VEGFC VEGFD VHL VIP VSTM4 WDR13 WDR48 WDR77 WNT10B WNT16 WNT2 WNT3A WNT5A WNT7A XBP1 XDH YAP1 ZEB1 ZEB2 ZFP36 ZFP36L1 ZNF304 ZNF580 ZNF703 GOBP_EPITHELIAL_CELL_PROLIFERATION_INVOLVED_IN_LUNG_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EPITHELIAL_CELL_PROLIFERATION_INVOLVED_IN_LUNG_MORPHOGENESIS BMP4 CDC42 FGF7 FGFR2 MAP2K1 MAP2K2 NFIB SOX9 SRSF6 WNT2 GOBP_EPITHELIAL_CELL_PROLIFERATION_INVOLVED_IN_PROSTATE_GLAND_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EPITHELIAL_CELL_PROLIFERATION_INVOLVED_IN_PROSTATE_GLAND_DEVELOPMENT AR CDKN1B CTNNB1 EAF2 NKX3-1 NOTCH1 SERPINF1 SHH SOX9 STK11 WDR77 GOBP_EPITHELIAL_CELL_PROLIFERATION_INVOLVED_IN_SALIVARY_GLAND_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EPITHELIAL_CELL_PROLIFERATION_INVOLVED_IN_SALIVARY_GLAND_MORPHOGENESIS FGF10 FGFR2 NKX3-1 SHH TNF GOBP_EPITHELIAL_CILIUM_MOVEMENT_INVOLVED_IN_DETERMINATION_OF_LEFT_RIGHT_ASYMMETRY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EPITHELIAL_CILIUM_MOVEMENT_INVOLVED_IN_DETERMINATION_OF_LEFT_RIGHT_ASYMMETRY CCDC103 CCDC39 CCDC40 CFAP45 CFAP53 DNAAF1 DNAAF11 DNAH11 NPHP3 ODAD3 ODAD4 OFD1 RFX3 GOBP_EPITHELIAL_FLUID_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EPITHELIAL_FLUID_TRANSPORT AHCYL1 AQP1 AQP8 CFTR CSF2 EDN1 EDNRB ITPR1 SCNN1B SLC26A6 SLC5A1 GOBP_EPITHELIAL_MESENCHYMAL_CELL_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EPITHELIAL_MESENCHYMAL_CELL_SIGNALING BMP4 FOXA1 PDGFA SHH SMO WNT6 GOBP_EPITHELIAL_STRUCTURE_MAINTENANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EPITHELIAL_STRUCTURE_MAINTENANCE CRACD CROCC CXADR HTR4 IL10RA IL17A ILDR1 INAVA LACRT LDB1 LDB2 LSR MKS1 MUC13 MUC2 MUC4 MUC6 NEUROD1 NOD2 PBLD PIWIL4 RBP4 SERPINA3 SLC22A5 SOX9 SRF STRAP TFF1 TFF2 TFF3 TLR4 TLR9 VSIG1 ZNF830 GOBP_EPITHELIAL_TO_MESENCHYMAL_TRANSITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EPITHELIAL_TO_MESENCHYMAL_TRANSITION ACVR1 ACVRL1 ADAM15 ADAM8 ADIPOR1 AGT AKNA ALX1 AMELX APLF AXIN2 BAMBI BCL9L BMP2 BMP4 BMP5 BMP7 CLASP1 CLASP2 COL1A1 CRB2 CTNNB1 CUL7 DAB2 DAB2IP DACT3 DAG1 DDX17 DDX5 DLG5 EDN1 EDNRA EFNA1 ELL3 EMP2 ENG EOMES EPB41L5 EPHA3 EPHA4 EZH2 FAM83D FERMT2 FGF8 FGFR1 FGFR2 FLNA FOXA1 FOXA2 FOXC1 FOXF2 FUZ GATA3 GCNT2 GLIPR2 GREM1 GSC GSK3B HAS2 HDAC2 HEY1 HEY2 HEYL HGF HIF1A HMGA2 HNRNPAB HPN IGF1 IL17RD IL1B IL6 JAG1 KBTBD8 KLHL12 LDLRAD4 LEF1 LIMS1 LOXL2 LOXL3 LRG1 LRP6 MAD2L2 MARK1 MCRIP1 MDK MIR130A MIR144 MIR145 MIR149 MIR21 MIR221 MIR222 MIR29B1 MIR326 MIR379 MIR519D MIR573 MIR590 MSX1 MSX2 MTOR NCAM1 NKX2-1 NOG NOLC1 NOTCH1 NOTCH4 OLFM1 OVOL2 PDCD4 PDCD6 PDPN PEF1 PHLDB1 PHLDB2 POFUT2 POLR1B PPP2CA PPP3R1 PTEN PTK2 RBPJ RFLNB RGCC ROCK1 ROCK2 RTN4 S100A4 SDCBP SDHAF2 SERPINB3 SFRP1 SFRP2 SLC39A10 SLC39A6 SMAD2 SMAD3 SMAD4 SMAD7 SNAI1 SNAI2 SOX9 SP6 SPRED1 SPRED2 SPRED3 SPRY1 SPRY2 TASOR TBX20 TBX3 TBX5 TCF7L2 TCOF1 TGFB1 TGFB1I1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 TGFBR3L TIAM1 TMEM100 TNXB TRIM28 TRIM62 TWIST1 USF3 VASN WNT11 WNT16 WNT2 WNT4 WNT5A WNT8A WWTR1 ZNF703 ZNF750 GOBP_EPITHELIAL_TO_MESENCHYMAL_TRANSITION_INVOLVED_IN_ENDOCARDIAL_CUSHION_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EPITHELIAL_TO_MESENCHYMAL_TRANSITION_INVOLVED_IN_ENDOCARDIAL_CUSHION_FORMATION BMP4 ENG FGF8 HEY2 HEYL MSX1 MSX2 NOTCH1 RBPJ SMAD4 SNAI1 SNAI2 TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TMEM100 GOBP_EPITHELIAL_TUBE_BRANCHING_INVOLVED_IN_LUNG_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EPITHELIAL_TUBE_BRANCHING_INVOLVED_IN_LUNG_MORPHOGENESIS BMP4 CELSR1 CTNNB1 CTSH CTSZ DAG1 DLG5 ESRP2 EXT1 FGF10 FGFR2 FOXA1 FOXF1 HHIP HOXA5 KRAS LAMA1 NKX2-1 RDH10 RSPO2 SHH SOX9 SPRY1 SPRY2 TBX2 TNC TNF WNT2 WNT2B YAP1 GOBP_EPITHELIAL_TUBE_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EPITHELIAL_TUBE_FORMATION ABL1 ADM APAF1 ARHGAP35 BBS4 BCL10 BMP4 BMP5 BMP7 BRD2 CASP3 CC2D2A CDK20 CECR2 CELSR1 CEP290 CITED2 CLUAP1 COBL CTHRC1 CTNNB1 DEAF1 DLC1 DVL1 DVL2 DVL3 EGF FGF10 FGF2 FGF8 FGFR2 FOLR1 FUZ FZD1 FZD2 FZD3 FZD6 GATA3 GDF7 GDNF GLMN GREM1 GRHL2 GRHL3 HAND1 HECTD1 HES5 HESX1 HIF1A HNF1B HS2ST1 IFT122 IFT172 IFT52 IFT57 IRX1 IRX2 IRX3 KAT2A KDM2B KIF20B LHX2 LIAS LMO4 LRP2 LUZP1 MED12 MIB1 MKS1 MMRN2 MTHFD1 MTHFD1L MTHFR NODAL NOG NPHP3 OPA1 OSR1 OVOL2 PAX2 PAX8 PFN1 PHACTR4 PIK3CD PLXNB2 PODXL PRICKLE1 PRKACA PRKACB PROX1 PTCH1 PTK7 RALA RARA RARG RET RGMA RPS7 SALL4 SCRIB SDC4 SEC24B SEMA4C SETD2 SFRP1 SFRP2 SIX1 SIX4 SKI SLC39A12 SOX8 SOX9 SPINT1 SPINT2 ST14 STIL STK3 STK4 SUFU TCAP TCTN1 TEAD2 TGFB1 TGFB2 TMED2 TRAF6 TRIM71 TSC1 TSC2 TULP3 TWIST1 VANGL2 VASP WNT4 WNT5A WNT6 WNT9B GOBP_EPITHELIAL_TUBE_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EPITHELIAL_TUBE_MORPHOGENESIS ABL1 ACVR1 ACVRL1 ADAMTS12 ADAMTS16 ADM AGT AGTR2 AHI1 APAF1 APLNR AR AREG ARHGAP35 ARL13B ASB2 BBS4 BBS5 BBS7 BCL10 BCL2 BMP2 BMP4 BMP5 BMP7 BRD2 BTRC C2CD3 CASP3 CASR CAV3 CC2D2A CCDC103 CCDC39 CCDC40 CCM2 CDK20 CECR2 CELSR1 CEP290 CITED1 CITED2 CLIC4 CLUAP1 COBL COL4A1 CSF1 CSF1R CSMD1 CSNK2B CTHRC1 CTNNB1 CTNNBIP1 CTNS CTSH CTSZ CXCL10 CXCR2 CXCR4 DAG1 DCHS1 DDR1 DEAF1 DLC1 DLG1 DLG5 DLL1 DLL4 DNAAF1 DVL1 DVL2 DVL3 EDN1 EDNRA EFNB2 EGF ENG EPHA2 EPHA4 EPHA7 ESR1 ESRP2 EXT1 EYA1 FGF1 FGF10 FGF2 FGF8 FGFR2 FKBPL FMN1 FOLR1 FOXA1 FOXC2 FOXD1 FOXF1 FOXH1 FOXN4 FOXP1 FUZ FZD1 FZD2 FZD3 FZD6 GATA3 GATA4 GBX2 GDF2 GDF7 GDNF GLI2 GLI3 GLMN GNA13 GPC3 GREB1L GREM1 GRHL2 GRHL3 GZF1 HAND1 HAND2 HECTD1 HES1 HES5 HESX1 HHIP HIF1A HNF1B HOXA11 HOXA5 HOXB7 HOXD11 HS2ST1 HS3ST3A1 HS3ST3B1 IFT122 IFT172 IFT52 IFT57 IHH ILK IRX1 IRX2 IRX3 ITGAX KAT2A KDM2B KDM5B KDR KIF20B KIF26B KLHL3 KRAS LAMA1 LAMA5 LBX1 LEF1 LGR4 LGR5 LHX1 LHX2 LIAS LMO4 LRP2 LRP5 LUZP1 LZTS2 MAGED1 MDK MED1 MED12 MEF2C MEGF8 MESP1 MET MIB1 MICAL2 MIR15B MIR16-1 MIR21 MKKS MKS1 MMP14 MMRN2 MSX2 MTHFD1 MTHFD1L MTHFR MTSS1 MYC NDRG4 NFATC4 NKX2-1 NKX2-5 NKX3-1 NODAL NOG NOTCH1 NOTCH2 NOTCH4 NOTO NPHP3 NPNT NR3C1 NRARP NRP1 NTN1 OPA1 OSR1 OVOL2 PAK1 PAX2 PAX8 PBX1 PFN1 PGR PHACTR4 PHB2 PIK3CD PKD1 PKD2 PKHD1 PLXNB2 PLXND1 PML PODXL PPP1CA PPP3R1 PRICKLE1 PRKACA PRKACB PRKD2 PRKX PROX1 PSEN1 PTCH1 PTK7 RALA RARA RARG RASIP1 RBM15 RBPJ RDH10 RET RGMA RHOA RHOB RNF207 RPS7 RSPO2 RYR2 SALL1 SALL4 SCRIB SDC4 SEC24B SEMA3E SEMA4C SETD2 SETDB2 SFRP1 SFRP2 SHH SIRT6 SIX1 SIX2 SIX4 SKI SLC39A12 SLIT2 SMAD3 SMAD4 SMO SOSTDC1 SOX17 SOX18 SOX8 SOX9 SPINT1 SPINT2 SPRY1 SPRY2 SRC SRF ST14 STARD13 STIL STK3 STK4 STOX1 SUFU TACSTD2 TBX2 TBX20 TBX3 TBX6 TCAP TCF21 TCTN1 TEAD2 TGFB1 TGFB2 TGFBR2 TIE1 TIMELESS TMED2 TMEM59L TNC TNF TRAF6 TRIM71 TSC1 TSC2 TULP3 TWIST1 VANGL2 VASP VDR VEGFA WNK4 WNT1 WNT11 WNT2 WNT2B WNT3A WNT4 WNT5A WNT6 WNT9B WT1 YAP1 ZIC3 GOBP_EPITHELIUM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EPITHELIUM_DEVELOPMENT ABCA12 ABI1 ABI2 ABL1 ACADVL ACAT1 ACER1 ACTA2 ACTB ACTG1 ACTL8 ACVR1 ACVR1B ACVR2B ACVRL1 ADAM17 ADAM9 ADAMTS12 ADAMTS16 ADAMTSL2 ADAMTSL4 ADD1 ADIPOQ ADM AFDN AGR2 AGT AGTR2 AHI1 AIMP2 AIRE AJAP1 AJUBA AKR1B1 AKR1C1 AKR1C2 AKR1C3 AKT1 AKT2 ALDH1A2 ALDH1A3 ALDOC ALOX12 ALOX12B ALOX15B ALOXE3 ALX4 AMBRA1 ANKRD24 ANKRD6 ANXA1 ANXA4 ANXA7 AP3B1 APAF1 APCDD1 APELA APLNR APOLD1 AQP1 AQP11 AQP3 AR AREG ARG2 ARHGAP12 ARHGAP24 ARHGAP35 ARHGEF19 ARHGEF26 ARID4A ARID4B ARL13B ARX ASAH1 ASB2 ASCL1 ASTN2 ASXL1 ATF4 ATM ATOH1 ATOH8 ATP2C2 ATP6AP2 ATP7A ATRX AXIN2 B4GALT1 B9D1 BAD BARX1 BASP1 BAX BBS4 BBS5 BBS7 BCCIP BCL10 BCL11B BCL2 BCR BDH2 BFSP1 BFSP2 BHLHA15 BLTP1 BMAL1 BMI1 BMP2 BMP4 BMP5 BMP6 BMP7 BMPER BMPR1A BMPR2 BRCA2 BRD2 BRSK1 BRSK2 BTBD7 BTG1 BTRC C1GALT1 C2CD3 C3 CA2 CA9 CALB1 CAMSAP3 CARMIL2 CASP14 CASP3 CASP6 CASR CAT CAV1 CAV3 CBFA2T2 CBR1 CBY1 CC2D2A CCDC103 CCDC39 CCDC40 CCDC78 CCDC88C CCM2 CCN1 CCND1 CCNO CD109 CD151 CD24 CD34 CD44 CDC42 CDH2 CDH23 CDH3 CDH5 CDHR2 CDK1 CDK20 CDK6 CDKN1A CDKN1B CDKN1C CDKN2B CDSN CDX1 CDX2 CEACAM1 CEBPA CEBPB CECR2 CELSR1 CELSR2 CELSR3 CEP152 CEP290 CEP63 CER1 CERS3 CES1 CFLAR CHD7 CHRD CITED1 CITED2 CLASP1 CLASP2 CLCN2 CLDN1 CLDN3 CLDN4 CLDN5 CLIC4 CLOCK CLRN1 CLRN2 CLUAP1 CNFN CNN3 COBL COL18A1 COL27A1 COL2A1 COL4A1 COL5A1 CPLANE2 CPS1 CPT1A CRB2 CREB1 CRLF1 CRYGB CRYGD CRYGS CSF1 CSF1R CSMD1 CSNK2B CSTA CTHRC1 CTNNB1 CTNNBIP1 CTNS CTSB CTSH CTSZ CXCL10 CXCR2 CXCR4 CYP1A1 CYP26B1 CYP27B1 CYP7B1 CYSRT1 DAAM1 DAB2 DACT1 DACT2 DAG1 DCHS1 DDR1 DEAF1 DEUP1 DHRS9 DKK1 DKK4 DLC1 DLG1 DLG3 DLG5 DLL1 DLL3 DLL4 DLX3 DLX5 DLX6 DMBT1 DMRT1 DMRT2 DNAAF1 DNASE1L2 DNPH1 DSG4 DSP DSPP DUSP10 DVL1 DVL2 DVL3 DZIP1L E2F4 E2F7 E2F8 ECE1 EDA EDAR EDF1 EDN1 EDNRA EDNRB EFNB2 EGF EGFR EHF ELOVL1 EMX1 EN1 ENAM ENG EP300 EPAS1 EPB41L5 EPCAM EPHA2 EPHA4 EPHA7 EPPK1 ERBB4 ERCC2 ERCC3 EREG ERRFI1 ESR1 ESRP1 ESRP2 ETV2 ETV4 EVPL EXOC5 EXPH5 EXT1 EXTL3 EYA1 EZH2 EZR F11R F2RL1 FA2H FAM20C FASN FAT1 FEM1B FER FERD3L FERMT1 FERMT2 FGF1 FGF10 FGF2 FGF20 FGF7 FGF8 FGFR2 FKBP8 FKBPL FLG FLG2 FLNA FLNB FLRT3 FMN1 FN3K FNDC3A FOLR1 FOSL2 FOXA1 FOXB1 FOXC1 FOXC2 FOXD1 FOXE1 FOXE3 FOXF1 FOXF2 FOXH1 FOXI3 FOXJ1 FOXJ2 FOXL2 FOXN1 FOXN4 FOXP1 FOXP3 FOXQ1 FRAS1 FREM2 FRMD6 FRS2 FRZB FST FSTL1 FUZ FZD1 FZD2 FZD3 FZD4 FZD5 FZD6 FZD7 FZR1 GAL GATA1 GATA2 GATA3 GATA4 GATA5 GATA6 GBA1 GBX2 GCM1 GDF11 GDF2 GDF3 GDF7 GDNF GJA1 GJA4 GJA5 GLI1 GLI2 GLI3 GLMN GNA13 GORAB GPAT4 GPC3 GPR161 GPR4 GPX1 GRB2 GREB1L GREM1 GRHL1 GRHL2 GRHL3 GRSF1 GRXCR1 GRXCR2 GSC GSDME GSK3A GSK3B GSTA1 GSTA2 GSTK1 GSTM3 GZF1 HAND1 HAND2 HAPLN2 HBEGF HDAC1 HDAC2 HDAC3 HECTD1 HEG1 HES1 HES5 HES7 HESX1 HEY1 HEY2 HEYL HGF HHIP HIF1A HNF1B HNRNPH3 HOXA11 HOXA13 HOXA5 HOXA7 HOXB13 HOXB2 HOXB4 HOXB5 HOXB7 HOXC13 HOXD11 HOXD13 HPSE HRNR HS2ST1 HS3ST3A1 HS3ST3B1 HSD17B4 HSF4 HYDIN ICAM1 ID2 ID3 ID4 IFNG IFT122 IFT140 IFT172 IFT20 IFT52 IFT57 IFT74 IGFBP5 IHH IKBKB IL10 IL13 IL17A IL18 IL1A IL1B IL20 IL31RA IL6ST ILK INHBA INSM1 INTU IPO7 IQGAP1 IQGAP3 IRF6 IRX1 IRX2 IRX3 ITGA2 ITGA5 ITGAX ITGB1 ITPK1 IVL JAG1 JAG2 JAK2 JHY KANK2 KAT2A KAT5 KAZN KCNE1 KCNQ1 KDF1 KDM2B KDM5B KDM6B KDR KEAP1 KIF20B KIF26B KLF15 KLF2 KLF4 KLF5 KLF7 KLHL3 KLK14 KLK5 KRAS KRIT1 KRT1 KRT10 KRT12 KRT13 KRT14 KRT15 KRT16 KRT17 KRT19 KRT2 KRT20 KRT23 KRT24 KRT25 KRT26 KRT27 KRT28 KRT3 KRT31 KRT32 KRT33A KRT33B KRT34 KRT35 KRT36 KRT37 KRT38 KRT39 KRT4 KRT40 KRT5 KRT6A KRT6B KRT6C KRT7 KRT71 KRT72 KRT73 KRT74 KRT75 KRT76 KRT77 KRT78 KRT79 KRT80 KRT81 KRT82 KRT83 KRT84 KRT85 KRT86 KRT9 KRTAP6-1 KRTAP6-2 KRTAP6-3 LAMA1 LAMA5 LAMB2 LATS1 LATS2 LBH LBX1 LBX2 LCE1A LCE1B LCE1C LCE1D LCE1E LCE1F LCE2A LCE2B LCE2C LCE2D LCE3A LCE3B LCE3C LCE3D LCE3E LCE4A LCE5A LCE6A LCE7A LCP1 LDB1 LDB2 LEF1 LFNG LGALS3 LGR4 LGR5 LHFPL5 LHX1 LHX2 LHX3 LIAS LIF LIN7C LIPA LIPK LIPM LIPN LMO4 LORICRIN LOXL3 LRG1 LRP2 LRP4 LRP5 LRP6 LSR LTA4H LUZP1 LZTS2 MACROH2A1 MACROH2A2 MAF MAFB MAFF MAFG MAGED1 MAGI2 MANSC4 MAP1B MAP2K1 MAP2K2 MAPK1 MARCKS MARVELD2 MCIDAS MCOLN3 MDK MED1 MED12 MEF2C MEGF8 MEOX1 MEOX2 MESP1 MESP2 MET MFSD2A MIB1 MICAL2 MIR1-1 MIR10A MIR125B1 MIR150 MIR15B MIR16-1 MIR181A2 MIR181B1 MIR18B MIR199B MIR200C MIR204 MIR21 MIR221 MIR29B1 MIR302A MIR34A MIR495 MIR518B MIR541 MIR99B MKKS MKS1 MLLT3 MMP12 MMP14 MMP2 MMP9 MMRN2 MRTFA MSGN1 MSI1 MSN MSX1 MSX2 MTHFD1 MTHFD1L MTHFR MTOR MTSS1 MYADM MYC MYCL MYD88 MYF5 MYF6 MYO1E MYO6 MYO7A MYO9A MYSM1 NAGLU NCOA3 NDP NDRG4 NEUROD1 NEUROG3 NF1 NF2 NFATC4 NFIB NFKBIZ NGFR NHERF1 NKD1 NKX2-1 NKX2-2 NKX2-5 NKX2-6 NKX3-1 NKX3-2 NKX6-1 NKX6-2 NKX6-3 NLE1 NME2 NODAL NOG NOM1 NOTCH1 NOTCH2 NOTCH4 NOTO NPHP1 NPHP3 NPHS1 NPHS2 NPNT NPPC NPR2 NPY NR0B1 NR2F2 NR3C1 NR5A1 NR5A2 NRARP NRG1 NRP1 NSDHL NSUN2 NTN1 NTN4 NTRK1 NUMA1 NUP133 ONECUT1 ONECUT2 OPA1 OPHN1 OPN3 ORAI1 OSR1 OTP OVOL1 OVOL2 OVOL3 PAFAH1B1 PAK1 PALB2 PALLD PALS1 PAX2 PAX6 PAX8 PBX1 PCDH8 PCK1 PCK2 PCNA PDCD10 PDE2A PDE4D PDGFA PDGFB PDPK1 PDPN PDX1 PDZD7 PECAM1 PELO PERCC1 PFN1 PGK1 PGR PHACTR4 PHB2 PHGDH PHLDB2 PIAS4 PIFO PIH1D1 PIK3CD PIP5K1A PITX2 PITX3 PKD1 PKD2 PKHD1 PLA2G10 PLAAT1 PLAAT3 PLAAT4 PLCB1 PLEC PLEKHA4 PLET1 PLK4 PLOD3 PLS1 PLXNA1 PLXNA2 PLXNA4 PLXNB2 PLXND1 PML PODXL POF1B POFUT1 POGLUT1 POU2F3 POU3F1 POU3F2 POU3F3 POU4F3 PPARG PPHLN1 PPL PPP1CA PPP1R12A PPP1R16B PPP2R3A PPP3CA PPP3R1 PRDM1 PRICKLE1 PRICKLE2 PRKACA PRKACB PRKCH PRKD2 PRKDC PRKX PRLR PROC PROM1 PROX1 PSAP PSAPL1 PSEN1 PTCH1 PTCH2 PTEN PTER PTK6 PTK7 PTPRO PTPRS PUM2 PYGO2 PYY RAB10 RAB13 RAB1A RAB1B RAB25 RAC1 RAD51B RALA RAP1A RAP1B RAP2A RAP2B RAP2C RAPGEF1 RAPGEF2 RAPGEF3 RAPGEF6 RARA RARB RARG RASIP1 RBBP6 RBBP9 RBM15 RBM4 RBPJ RCN3 RDH10 RDX REG3A REG3G RELA RET RFX3 RFX6 RGMA RHCG RHEB RHOA RHOB RHOC RILPL1 RILPL2 RIPK4 RIPPLY1 RIPPLY2 RNF207 RNF220 ROBO1 ROBO2 ROBO4 ROCK1 ROCK2 ROS1 RPGRIP1L RPS7 RPTOR RREB1 RSPO2 RSPO3 RTN4 RYK RYR2 S100A7 S1PR1 S1PR2 S1PR3 SAFB2 SALL1 SALL4 SAPCD2 SAV1 SCEL SCRIB SCUBE1 SCX SDC1 SDC4 SEC24B SEMA3C SEMA3E SEMA4C SERPINB5 SERPINE1 SERPINE2 SETD2 SETDB2 SETSIP SFN SFRP1 SFRP2 SFRP4 SGPP1 SH3BP1 SHARPIN SHH SIDT2 SIM1 SIPA1 SIPA1L3 SIRT6 SIX1 SIX2 SIX3 SIX4 SKI SKIL SLC22A1 SLC22A6 SLC39A12 SLC39A2 SLC39A7 SLC40A1 SLC44A4 SLC4A5 SLC4A7 SLC7A11 SLC9A2 SLC9A4 SLIT2 SLITRK6 SMAD1 SMAD2 SMAD3 SMAD4 SMAD5 SMAD6 SMAD7 SMARCB1 SMO SMURF1 SMURF2 SNAI1 SNAI2 SOCS3 SOD1 SOS1 SOSTDC1 SOX10 SOX11 SOX17 SOX18 SOX21 SOX4 SOX8 SOX9 SPDEF SPEF1 SPINK5 SPINT1 SPINT2 SPRED1 SPRED2 SPRED3 SPRR1A SPRR1B SPRR2B SPRR2D SPRR2E SPRR2F SPRR2G SPRR3 SPRR4 SPRY1 SPRY2 SRC SRF SRSF6 SSBP3 ST14 STARD13 STAT1 STAT5B STAT6 STC1 STIL STK3 STK4 STMN1 STOX1 STRA6 STRC SUFU SULF1 SULT1B1 SULT2B1 SYNE4 TACSTD2 TAF10 TAGLN TAGLN2 TBC1D20 TBC1D32 TBX1 TBX18 TBX2 TBX20 TBX3 TBX4 TBX5 TBX6 TBXT TCAP TCF15 TCF21 TCHH TCTN1 TDRD7 TEAD2 TECTA TFAP2A TFAP2B TFCP2L1 TGFB1 TGFB1I1 TGFB2 TGFBR2 TGM1 TGM2 TGM3 THRA THRB TIAM1 TIE1 TIGAR TIMELESS TJP1 TJP2 TJP3 TLR9 TMC1 TMED2 TMEFF2 TMEM100 TMEM107 TMEM132E TMEM135 TMEM231 TMEM38B TMEM59L TMEM79 TMIGD1 TMOD1 TMPRSS11F TNC TNF TNFRSF19 TNFRSF1A TNFSF11 TNMD TOLLIP TOR1A TP53 TP63 TP73 TPP1 TPRN TRADD TRAF3IP1 TRAF6 TRIM16 TRIM28 TRIM71 TRIOBP TRPC4AP TSC1 TSC2 TSG101 TST TTC8 TUBB TULP3 TWIST1 TXNIP TYMS UGCG UMOD UPK1A UPK1B UPK2 UPK3A USH1C USH2A VANGL1 VANGL2 VASP VAX1 VCL VDAC1 VDR VEGFA VEGFC VEZF1 VHL VIL1 VIM VSIG1 WDPCP WDR1 WDR19 WDR77 WHRN WNK4 WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT9B WT1 WWTR1 XDH XRCC2 YAP1 YIPF6 ZBED2 ZDHHC21 ZDHHC7 ZEB1 ZFP36 ZFP36L1 ZIC3 ZMPSTE24 ZNF358 ZNF703 ZNF800 ZNRF3 GOBP_EPOXIDE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EPOXIDE_METABOLIC_PROCESS ALOX12 ALOX5 EPHX1 EPHX2 EPHX3 GOBP_EPOXYGENASE_P450_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EPOXYGENASE_P450_PATHWAY CYP1A1 CYP1A2 CYP1B1 CYP2A13 CYP2A6 CYP2A7 CYP2B6 CYP2C18 CYP2C19 CYP2C8 CYP2C9 CYP2E1 CYP2F1 CYP2J2 CYP2S1 CYP4A11 CYP4F12 CYP4F2 GOBP_EQUILIBRIOCEPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EQUILIBRIOCEPTION CDH23 CLRN1 MYO7A PCDH15 POU4F1 USH1C USH1G GOBP_ERAD_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ERAD_PATHWAY AMFR ANKZF1 AQP11 ATF6 ATXN3 AUP1 BAG6 BCAP31 BRSK2 CALR CALR3 CANX CAV1 CCDC47 CLGN DERL1 DERL2 DERL3 DNAJB12 DNAJB2 DNAJB9 DNAJC10 ECPAS EDEM1 EDEM2 EDEM3 ERLEC1 ERLIN1 ERLIN2 FAF1 FAF2 FAM8A1 FBXO17 FBXO2 FBXO27 FBXO44 FBXO6 FOXRED2 GET4 HERPUD1 HM13 HSP90B1 HSPA5 JKAMP MAN1A1 MAN1A2 MAN1B1 MAN1C1 MARCHF6 NCCRP1 NFE2L2 NGLY1 NPLOC4 OS9 PRKN PSMC6 RCN3 RHBDD1 RHBDD2 RNF103 RNF121 RNF139 RNF175 RNF185 RNF5 RNFT1 RNFT2 SDF2L1 SEC61B SEL1L SEL1L2 SELENOS SGTA STT3B STUB1 SVIP SYVN1 TMEM129 TMEM259 TMEM67 TMUB1 TMUB2 TOR1A TRIM13 TRIM25 UBAC2 UBE2G2 UBE2J1 UBE2J2 UBE4A UBE4B UBQLN1 UBQLN2 UBXN1 UBXN10 UBXN4 UBXN6 UBXN8 UFD1 UGGT1 UGGT2 UMOD USP13 USP14 USP19 USP25 VCP WFS1 XBP1 YOD1 GOBP_ERBB2_EGFR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ERBB2_EGFR_SIGNALING_PATHWAY AREG BTC EGF EGFR ERBB2 EREG HBEGF TGFA GOBP_ERBB2_ERBB4_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ERBB2_ERBB4_SIGNALING_PATHWAY ERBB2 ERBB4 EREG HBEGF NRG1 GOBP_ERBB2_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ERBB2_SIGNALING_PATHWAY AREG BTC CPNE3 CUL5 EGF EGFR ERBB2 ERBB3 ERBB4 EREG HBEGF MYOC NRG1 PTK6 PTPRR SRC STUB1 TGFA GOBP_ERBB3_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ERBB3_SIGNALING_PATHWAY ERBB2 ERBB3 MYOC NRG1 RTN4 GOBP_ERBB4_ERBB4_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ERBB4_ERBB4_SIGNALING_PATHWAY BTC ERBB4 EREG NRG1 NRG3 NRG4 GOBP_ERBB4_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ERBB4_SIGNALING_PATHWAY ACP4 BTC CADM1 ERBB2 ERBB4 EREG HBEGF NRG1 NRG3 NRG4 GOBP_ERBB_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ERBB_SIGNALING_PATHWAY ABL1 ACP4 AFAP1L2 AGR2 AGT AKT1 AREG BCAR1 BCAR3 BRAF BTC CADM1 CAMLG CBL CBLB CBLC CCDC88A CDH13 CEACAM1 CHMP6 CNOT9 CPNE3 CUL5 DAB2IP DGKD DUSP3 EFEMP1 EGF EGFR EPGN ERBB2 ERBB3 ERBB4 ERBIN EREG ERRFI1 FAM83A FAM83B FAM83C FASLG FER GAB1 GAREM1 GPER1 GPRC5A GRB2 GRB7 HAP1 HBEGF HIP1 HIP1R IFI6 IQGAP1 ITGA1 KIF16B LGMN MAPK1 MIR133A1 MIR21 MIR29A MMP9 MVB12A MVB12B MVP MYOC NCK2 NEU3 NPR2 NRG1 NRG3 NRG4 NUP62 PDE6G PDE6H PDPK1 PIGR PIK3C2A PIK3CA PLAUR PLCE1 PLCG1 PRICKLE1 PTK2 PTK2B PTK6 PTPN11 PTPN12 PTPN18 PTPN2 PTPN3 PTPRJ PTPRR RAB7A RALA RALB RBPJ REPS2 RHBDF1 RHBDF2 RNF115 RNF126 RTN4 SH3TC2 SHC1 SHC3 SHKBP1 SLC30A10 SNX5 SNX6 SOCS4 SOCS5 SOS1 SOX9 SPRY2 SRC STUB1 TDGF1 TGFA TGFB1 TSG101 VIL1 VPS25 WDR54 ZFYVE28 ZGPAT GOBP_ERK1_AND_ERK2_CASCADE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ERK1_AND_ERK2_CASCADE ABCA7 ABL1 ACE2 ACKR3 ACTA2 ADCYAP1 ADIPOQ ADRA1A AGER AKAP12 ALKAL1 ALKAL2 ALOX15 ANGPT1 APELA APIP APOA1 APOE APP ARHGAP8 ARHGEF5 ARRB1 ARRB2 ATF3 AVP BMP2 BMP4 BMPER BRAF BTN2A2 C1QL4 C3orf33 C5AR1 CALCR CARD9 CASR CAVIN3 CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL3 CCL3L1 CCL3L3 CCL4 CCL5 CCL7 CCL8 CCN1 CCN2 CCR1 CCR7 CD36 CD4 CD44 CD74 CDK1 CEACAM1 CFLAR CHI3L1 CHRNA10 CHRNA7 CIB1 CNKSR3 CRKL CRYBA1 CSF1R CSK CTSH CX3CL1 CXCL17 DAB2 DAB2IP DDR1 DDR2 DDT DENND2B DLG1 DNAJC27 DRD2 DSTYK DUSP10 DUSP26 DUSP29 DUSP3 DUSP4 DUSP5 DUSP6 DUSP7 DUSP9 EDN1 EGF EGFR EIF3A EMILIN1 EPHA2 EPHA4 EPHA7 EPHB1 EPHB2 EPO ERBB2 ERBB4 EZR F2R F2RL1 FAM83D FBLN1 FBXW7 FERMT2 FFAR4 FGA FGB FGF1 FGF10 FGF18 FGF19 FGF2 FGF20 FGF21 FGF23 FGF4 FGF8 FGFR2 FGFR3 FGFR4 FGG FLCN FLT4 FN1 FPR2 FRS2 FSHR GAREM1 GAS6 GATA4 GBP1 GCG GCNT2 GLIPR2 GNAI2 GPBAR1 GPER1 GPNMB GPR183 GPR55 GRB10 GSTP1 HAND2 HAVCR2 HCRTR1 HESX1 HLA-DRB1 HMGB1 HMGCR HRAS HTR2A HTR2B HTR2C ICAM1 IGF1 IL1A IL1B IL26 INHBA IQGAP3 ITGAV ITGB1BP1 ITGB3 KARS1 KDR LGALS9 LIF LMO3 LYN MAP2K1 MAP2K2 MAP2K7 MAP3K12 MAPK1 MAPK3 MARCO MFAP3 MFHAS1 MIF MIR126 MIR133A1 MIR133B MIR138-1 MIR145 MIR185 MIR200C MIR205 MIR21 MIR221 MIR222 MIR23A MIR24-1 MIR27A MIR27B MIR424 MIR503 MIR519D MIRLET7B MT3 MTURN MUSK MYC NDRG2 NDRG4 NECAB2 NEK10 NELFE NF1 NHERF1 NLRP12 NLRP6 NOD1 NOD2 NODAL NOTCH1 NOTCH2 NOX4 NPNT NPSR1 NPY5R NRG1 NRP1 NTRK1 NTRK2 NTRK3 OPRM1 OR2AT4 OXTR P2RY1 P2RY6 PDE8A PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PHB1 PHB2 PIN1 PKHD1 PLA2G2A PLA2G5 PRKCA PRKCZ PRKD2 PRMT5 PRXL2C PSCA PTEN PTGER4 PTK2B PTPN1 PTPN11 PTPN2 PTPN22 PTPN6 PTPRC PTPRR PYCARD RAMP3 RANBP9 RAP1A RAP1B RAPGEF2 RASGRP1 RGS14 RIPK2 ROR1 ROR2 ROS1 RPS6KA6 RRAS S100A7 SCIMP SEMA6A SEMA7A SERPINF2 SHC1 SIRPA SIRT3 SLAMF1 SLC30A10 SMAD4 SOX9 SPRED1 SPRED2 SPRED3 SPRY1 SPRY2 SPRY3 SRC SSTR4 STYX SYK SYNJ2BP SYT14P1 TBC1D10C TEK TF TGFB1 TGFBR3 THPO TIAM1 TIMP3 TIRAP TLR4 TLR9 TNF TNFAIP8L3 TNFRSF11A TNFSF11 TNIP1 TPBG TRAF7 TREM2 TRPV4 VRK3 WNK2 WNK4 XCL1 XCL2 YWHAZ ZDHHC17 ZFP36L1 ZFP36L2 GOBP_ERK5_CASCADE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ERK5_CASCADE ALKAL1 ALKAL2 MAP2K5 MEF2A RAP1GDS1 GOBP_ERROR_FREE_TRANSLESION_SYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ERROR_FREE_TRANSLESION_SYNTHESIS POLD1 POLDIP2 POLH RCHY1 REV1 GOBP_ERROR_PRONE_TRANSLESION_SYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ERROR_PRONE_TRANSLESION_SYNTHESIS MAD2L2 POLD2 POLD3 POLE2 POLH POLI POLK PRIMPOL REV1 REV3L USP1 GOBP_ERYTHROCYTE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ERYTHROCYTE_DEVELOPMENT ABCB10 ADGRF5 ALAS1 ALAS2 ARID4A BAP1 BCL6 BPGM BRD1 CITED2 DMTN EPB42 EPO ERCC2 FAM210B FLVCR1 G6PD GATA1 HEATR3 JMJD6 KLF2 L3MBTL3 LYAR MAEA MED1 NCKAP1L PLA2G10 PTBP3 RHAG RHEX RPS6 SH2B3 SLC11A2 SLC25A40 SLC4A1 SRF TAL1 TMOD3 TRIM58 ZBTB7A GOBP_ERYTHROCYTE_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ERYTHROCYTE_HOMEOSTASIS ABCB10 ACIN1 ACVR1B ACVR2A ADAR ADGRF5 AHSP ALAS1 ALAS2 ANKRD54 ARID4A ARNT ATP5IF1 AXL B2M BAP1 BCL6 BMP4 BPGM BRD1 CASP3 CDIN1 CDK5RAP3 CDK6 CEBPG CFLAR CITED2 DMTN DNASE2 DYRK3 EPAS1 EPB42 EPO ERCC2 ETS1 ETV2 FAM210B FECH FLVCR1 FOXO3 G6PD GATA1 GATA2 GATA3 GPI HCLS1 HEATR3 HIF1A HIPK2 HMGB2 HMOX1 HOXA5 HOXB6 HSCB HSPA1A HSPA1B HSPA9 ID2 IKZF1 INHA INHBA INPP5D IREB2 ISG15 JAK2 JMJD6 KCNQ1 KIT KLF1 KLF13 KLF2 KMT2E L3MBTL3 LDB1 LYAR LYN MAEA MAFB MAPK11 MAPK14 MB MED1 MFHAS1 MIR221 MIR222 MIR486-1 MPIG6B MYB NCAPG2 NCKAP1L P4HTM PKNOX1 PLA2G10 PRDX1 PRKDC PRMT1 PTBP3 PTPN2 RACGAP1 RB1 RCOR1 RHAG RHEX RPS14 RPS17 RPS19 RPS24 RPS6 SCNN1B SFXN1 SH2B3 SLC11A2 SLC1A5 SLC25A38 SLC25A40 SLC25A5 SLC4A1 SMAD5 SMAP1 SP3 SPI1 SRF STAT1 STAT3 STAT5B TAL1 TGFBR3 THRA TMEM14C TMOD3 TRIM10 TRIM58 TSPO2 UBA5 UFL1 VEGFA ZBTB7A ZFP36 ZFP36L1 ZFPM1 ZNF16 GOBP_ERYTHROCYTE_MATURATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ERYTHROCYTE_MATURATION BAP1 BRD1 EPB42 EPO ERCC2 FAM210B FLVCR1 G6PD HEATR3 KLF2 L3MBTL3 MAEA PLA2G10 PTBP3 RHEX TAL1 TRIM58 ZBTB7A GOBP_ER_ASSOCIATED_MISFOLDED_PROTEIN_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ER_ASSOCIATED_MISFOLDED_PROTEIN_CATABOLIC_PROCESS AUP1 BAG6 DERL1 NGLY1 RNF185 RNF5 SDF2L1 TOR1A UFD1 UGGT1 UGGT2 VCP GOBP_ER_NUCLEUS_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ER_NUCLEUS_SIGNALING_PATHWAY ABCA7 AGR2 AMFR ARHGEF10L ATF4 ATF6 ATF6B ATG10 ATP2A2 BOK CCDC47 CREBZF DDIT3 EIF2A EIF2AK3 EIF2S1 ERLIN1 ERLIN2 FBXW7 GSK3B HSPA5 INSIG1 INSIG2 MBTPS1 MBTPS2 MIR96 NCK1 NCK2 NFE2L2 PPP1R15A PPP1R15B PTPN1 PTPN2 QRICH1 SCAP SELENOS SPRING1 SREBF1 SREBF2 TMCO1 TMED2 TMEM33 TP53 WFS1 XBP1 ZBTB7B GOBP_ER_OVERLOAD_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ER_OVERLOAD_RESPONSE ATG10 CCDC47 DDIT3 EIF2AK3 GSK3B HSPA5 PPP1R15B SELENOS TMCO1 TP53 WFS1 GOBP_ER_TO_GOLGI_CERAMIDE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ER_TO_GOLGI_CERAMIDE_TRANSPORT CERT1 GLTP PLEKHA8 PLEKHA8P1 SGPP1 GOBP_ESCRT_COMPLEX_DISASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ESCRT_COMPLEX_DISASSEMBLY CHMP1A CHMP1B CHMP2A CHMP2B CHMP5 CHMP7 IST1 VPS4A VPS4B VTA1 GOBP_ESTABLISHMENT_OF_BLOOD_BRAIN_BARRIER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ESTABLISHMENT_OF_BLOOD_BRAIN_BARRIER ADGRA2 BPGM CLDN3 CTNNB1 FOXP3 FZD4 LRP5 LSR MFSD2A MXRA8 NDP RECK TRPV1 TTPA VPS4B WNT7A GOBP_ESTABLISHMENT_OF_BLOOD_RETINAL_BARRIER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ESTABLISHMENT_OF_BLOOD_RETINAL_BARRIER CLDN5 CTNNB1 LRP5 MFSD2A NDP GOBP_ESTABLISHMENT_OF_CELL_POLARITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ESTABLISHMENT_OF_CELL_POLARITY ABL1 ABL2 ALPK2 AMOT AMOTL1 AMOTL2 ANKFN1 ARF6 ARFGEF1 ARHGEF11 BRSK1 BRSK2 CAMSAP3 CCL19 CCL21 CCR7 CDC42 CDH5 CDK5RAP2 CENPA CLASP1 CORO7 CRB1 CRB2 CRK CRKL CRTAM CYP26B1 CYRIB CYTH1 CYTH3 DCTN1 DOCK2 DOCK7 DOCK8 DYNLT1 ENKD1 EPHB1 EZR FAM89B FAT1 FBF1 FBXW11 FERMT1 FEZ1 FGF10 FGF13 FLOT2 FOXF1 FOXJ1 FRMD4A FRMD4B FSCN1 GATA3 GBF1 GJA1 GOLPH3 GPSM1 GPSM2 GSK3B GSN HDAC3 HES1 HES5 HSP90AA1 HSP90AB1 HTT IFT20 IGF1R INSC ITGB1 JAM3 KANK1 KAT5 KCNJ8 KIF20B KIF25 KIF26B KRIT1 LAMA1 LLGL1 LLGL2 MAD2L1 MAP1B MAP4 MAPRE1 MARK2 MCPH1 MISP MOS MPP7 MSN MYH9 MYO18A MYO9A NDC80 NDE1 NDEL1 NEK3 NHERF1 NSFL1C NUMA1 OPHN1 PAFAH1B1 PARD3 PARD3B PATJ PAX6 PHLDB2 PKD1 PKHD1 PLEKHG3 PLK1 PRICKLE1 PRKCI PRKCZ PTK2 PTK2B PTK7 RAB10 RAB11FIP2 RACK1 RAP1B RAP2A RHOA RICTOR RIPOR2 ROCK1 ROCK2 RUFY3 SAPCD2 SCRIB SDCCAG8 SH3BP1 SHH SHTN1 SIPA1 SIPA1L3 SLC9A6 SNX27 SPAG5 SPDL1 SPRY1 SPRY2 STK11 SYNE4 TCF15 TCIRG1 TRAF3IP2 TTC8 UBXN2B UST WDPCP WEE1 WNT5A WNT7A WWC1 ZW10 GOBP_ESTABLISHMENT_OF_CENTROSOME_LOCALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ESTABLISHMENT_OF_CENTROSOME_LOCALIZATION CEP83 DLG1 EZR FHOD1 MAD2L1 MISP PAFAH1B1 PARD3 PARD3B PKHD1 GOBP_ESTABLISHMENT_OF_ENDOTHELIAL_BARRIER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ESTABLISHMENT_OF_ENDOTHELIAL_BARRIER ADD1 AFDN CDH5 CLDN1 CLDN3 CLDN5 EDNRA EDNRB EZR F11R F2RL1 FASN FOXP3 HPSE ICAM1 IKBKB IL1B MARVELD2 MSN MYADM MYD88 PDE2A PDE4D PECAM1 PLCB1 PPP1R12A PPP1R16B PROC PTPRS RAB1A RAB1B RAP1A RAP1B RAP2B RAP2C RAPGEF1 RAPGEF2 RAPGEF3 RAPGEF6 RDX ROBO4 ROCK1 ROCK2 S1PR2 S1PR3 SOX18 TJP1 TJP2 TJP3 TNF TNFRSF1A VCL VEGFA ZDHHC21 GOBP_ESTABLISHMENT_OF_ENDOTHELIAL_INTESTINAL_BARRIER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ESTABLISHMENT_OF_ENDOTHELIAL_INTESTINAL_BARRIER AFDN CLDN1 F11R FASN MYD88 PTPRS RAB1A RAB1B RAP2B RAP2C RAPGEF2 RAPGEF6 TJP1 TJP2 TJP3 GOBP_ESTABLISHMENT_OF_EPITHELIAL_CELL_APICAL_BASAL_POLARITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ESTABLISHMENT_OF_EPITHELIAL_CELL_APICAL_BASAL_POLARITY CAMSAP3 CDC42 EZR FAT1 FOXF1 IFT20 LAMA1 MSN MYO9A NHERF1 OPHN1 PTK7 RAP2A RHOA SH3BP1 SYNE4 TCF15 TTC8 WNT5A GOBP_ESTABLISHMENT_OF_EPITHELIAL_CELL_POLARITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ESTABLISHMENT_OF_EPITHELIAL_CELL_POLARITY AMOT ARF6 CAMSAP3 CDC42 CYTH1 CYTH3 EZR FAT1 FBF1 FERMT1 FOXF1 FRMD4A FRMD4B GOLPH3 HES1 HES5 IFT20 LAMA1 MSN MYO18A MYO9A NHERF1 OPHN1 PARD3 PKD1 PTK7 RAP2A RHOA SH3BP1 SHH SIPA1 SIPA1L3 SYNE4 TCF15 TTC8 WNT5A GOBP_ESTABLISHMENT_OF_GOLGI_LOCALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ESTABLISHMENT_OF_GOLGI_LOCALIZATION ARHGAP21 CDC42 COPG1 NHERF1 PDCD10 RIPOR1 STK25 YWHAZ GOBP_ESTABLISHMENT_OF_LEFT_RIGHT_ASYMMETRY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ESTABLISHMENT_OF_LEFT_RIGHT_ASYMMETRY CCDC39 CFAP45 CFAP52 CIROP DNAAF2 ENKUR PIERCE1 GOBP_ESTABLISHMENT_OF_LYMPHOCYTE_POLARITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ESTABLISHMENT_OF_LYMPHOCYTE_POLARITY ABL1 ABL2 CCL19 CCL21 CCR7 CRTAM CYP26B1 DOCK2 DOCK8 FLOT2 GSN MYH9 RIPOR2 SCRIB SNX27 TRAF3IP2 GOBP_ESTABLISHMENT_OF_MEIOTIC_SPINDLE_LOCALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ESTABLISHMENT_OF_MEIOTIC_SPINDLE_LOCALIZATION FMN2 MOS MYH9 SPATA17 SPIRE1 SPIRE2 GOBP_ESTABLISHMENT_OF_MITOCHONDRION_LOCALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ESTABLISHMENT_OF_MITOCHONDRION_LOCALIZATION ACTR10 AGBL4 AGTPBP1 ARMCX3 DNM1L FEZ1 HAP1 HDAC6 HIF1A HSBP1 KIF5B LRPPRC MAP1B MAP1S MAPT MARK1 MGARP MYO19 NECTIN2 NEFL OPA1 RHOT1 RHOT2 SPAST SYBU TRAK1 TRAK2 UBB UCHL1 UXT GOBP_ESTABLISHMENT_OF_MITOTIC_SISTER_CHROMATID_COHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ESTABLISHMENT_OF_MITOTIC_SISTER_CHROMATID_COHESION NAA50 NIPBL RAD21 SMC1A SMC3 STAG1 STAG2 GOBP_ESTABLISHMENT_OF_MITOTIC_SPINDLE_LOCALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ESTABLISHMENT_OF_MITOTIC_SPINDLE_LOCALIZATION ANKFN1 CDK5RAP2 CENPA CLASP1 CLASP2 DCTN1 DYNLT1 ENKD1 ESPL1 FBXW11 FGF10 GJA1 GPSM1 GPSM2 HDAC3 HTT INSC ITGB1 KAT5 KPNB1 MAD2L1 MAPRE1 MCPH1 MISP NDC80 NDE1 NDEL1 NSFL1C NUMA1 NUSAP1 PAFAH1B1 PAX6 PKHD1 PLK1 SAPCD2 SPDL1 SPRY1 SPRY2 UBXN2B ZW10 GOBP_ESTABLISHMENT_OF_ORGANELLE_LOCALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ESTABLISHMENT_OF_ORGANELLE_LOCALIZATION ABCE1 ABRAXAS1 ABRAXAS2 ACTN4 ACTR10 ADGRE2 ADORA2B AGBL4 AGTPBP1 ANKFN1 ANKRD53 AP1AR AP1G1 AP1M2 AP3B1 AP3B2 AP3D1 AP3M1 AP3M2 AP3S1 AP3S2 APC ARFGAP2 ARFGAP3 ARHGAP21 ARL6 ARMCX3 ASIP ATM ATP13A2 ATP9A AURKB AURKC BBS2 BBS5 BBS7 BECN1 BICD1 BICD2 BICDL1 BICDL2 BIRC5 BLOC1S1 BLOC1S2 BLOC1S3 BLOC1S4 BLOC1S5 BLOC1S6 BOD1 BORCS5 BORCS6 BORCS7 BORCS8 BTK BUB3 C12orf4 C17orf75 CBL CCDC186 CCNB1 CD300A CD84 CDC23 CDC42 CDCA5 CDCA8 CDH3 CDK5 CDK5RAP2 CDR2L CDT1 CENPA CENPC CENPE CENPF CENPQ CEP120 CEP19 CEP55 CEP83 CFL1 CHAMP1 CHGA CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CLASP1 CLASP2 CLMN CLN3 CLNK COPG1 COPG2 COPS5 CPLX2 CROCC CRYZL2P-SEC16B CSNK1D CTNNB1 CUL3 DCTN1 DCTN2 DLG1 DNM1 DNM1L DNM2 DOCK7 DSN1 DTNBP1 DYNC1H1 DYNC1I1 DYNLT1 ECT2 EIF6 EML3 EML4 ENKD1 ESPL1 EXOC1 EXOC2 EXOC3 EXOC4 EXOC5 EXOC6 EXOC6B EXOC7 EXOC8 EZR F8A1 F8A2 F8A3 FAM83D FAM91A1 FBXW11 FCER1A FER FES FEZ1 FGF10 FGR FHOD1 FMN2 FNBP1L FOXF1 FYCO1 GAB2 GATA1 GATA2 GBF1 GEM GJA1 GPR143 GPR15LG GPSM1 GPSM2 GRP HAP1 HDAC3 HDAC6 HGS HIF1A HNRNPU HOOK3 HSBP1 HTT IFNG IKBKG IL13 IL13RA2 IL4 IL4R INCENP INSC IRAG2 ITGA4 ITGB1 KASH5 KAT2B KAT5 KHDC3L KIF13A KIF14 KIF18A KIF1A KIF1C KIF22 KIF25 KIF28P KIF2B KIF2C KIF3A KIF3B KIF5A KIF5B KIF5C KIFAP3 KIFC1 KIT KLHL12 KNL1 KNSTRN KNTC1 KPNB1 KXD1 LAMP1 LAT LAT2 LGALS9 LIMK2 LIN7A LLGL1 LLGL2 LMNA LMNB1 LMNB2 LRPPRC LRRK2 LSG1 LTV1 LYN MAD1L1 MAD2L1 MAJIN MAP1B MAP1S MAP2 MAP4 MAP4K2 MAPK15 MAPRE1 MAPT MARK1 MCPH1 MDN1 MECP2 MEIOC MGARP MILR1 MIS12 MISP MKKS MLH1 MLPH MOS MREG MRGPRX2 MYH9 MYO15A MYO19 MYO1A MYO1B MYO1C MYO1D MYO1E MYO1F MYO1G MYO1H MYO5A MYO5B MYO5C MYO6 MYO7A MYO7B NAGLU NDC80 NDE1 NDEL1 NECTIN2 NEFH NEFL NEK2 NHERF1 NLGN1 NLRP5 NMD3 NOP9 NPM1 NR4A3 NSFL1C NSL1 NTN1 NUDC NUF2 NUMA1 NUP62 NUP88 NUSAP1 OOEP OPA1 PAFAH1B1 PARD3 PARD3B PAX6 PCM1 PDCD10 PDCD6 PDCD6IP PDPK1 PEF1 PEX14 PIBF1 PICALM PIK3CD PIK3CG PINK1 PINX1 PKHD1 PLA2G3 PLK1 PMF1 PPFIA2 PPP6C PREB PRKCZ PRKN PSEN1 PSRC1 PTGDR PTGDS RAB11A RAB11B RAB17 RAB1A RAB27A RAB3A RAB44 RAB6A RAB7A RABGEF1 RAC2 RACGAP1 RAN RASGRP1 RB1 RCC2 RHOT1 RHOT2 RIOK2 RIPOR1 RMDN1 RPS15 RRS1 S100A13 SAPCD2 SAR1A SAR1B SCN11A SCRIB SDAD1 SDC1 SDC4 SDCBP SEC16A SEC16B SEH1L SEPTIN1 SEPTIN5 SGO1 SHROOM2 SIRT2 SLC18A2 SLC2A4 SLIT1 SMPD3 SNAP23 SNAP29 SNAP91 SNAPIN SNCA SNF8 SNX4 SNX6 SPAG5 SPAST SPATA17 SPC24 SPC25 SPDL1 SPDYA SPG11 SPHK2 SPICE1 SPIRE1 SPIRE2 SPO11 SPRY1 SPRY2 STAM STARD3 STARD3NL STK11 STK25 STXBP1 STXBP2 SUN1 SUN2 SYBU SYK SYNE2 SYNE3 SYNJ1 SYT11 SYT4 TANC2 TBC1D23 TCIRG1 TERB1 TERB2 TERF1 TESK1 TEX14 TFG TLE6 TMED10 TMED2 TMED9 TMEM201 TMEM230 TOR1A TRAK1 TRAK2 TRAPPC1 TRAPPC10 TRAPPC11 TRAPPC12 TRAPPC13 TRAPPC2 TRAPPC2B TRAPPC2L TRAPPC3 TRAPPC4 TRAPPC5 TRAPPC6A TRAPPC6B TRAPPC8 TRAPPC9 TRIM46 TRIM58 TRIP11 TSG101 TTL TUBA1A UBB UBE2B UBXN2B UCHL1 UNC13D UXT VAMP2 VAMP3 VAMP7 VAMP8 VPS4A VPS4B WASL WDR11 WIPI1 XPO1 YKT6 YWHAZ ZBED3 ZNF207 ZW10 ZWILCH GOBP_ESTABLISHMENT_OF_PIGMENT_GRANULE_LOCALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ESTABLISHMENT_OF_PIGMENT_GRANULE_LOCALIZATION ARL6 ASIP BBS2 BBS5 BBS7 BLOC1S3 BLOC1S5 BLOC1S6 CDH3 DCTN1 DCTN2 GPR143 MKKS MLPH MREG MYO5A MYO7A RAB11A RAB11B RAB17 RAB1A RAB27A SHROOM2 GOBP_ESTABLISHMENT_OF_PLANAR_POLARITY_INVOLVED_IN_NEURAL_TUBE_CLOSURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ESTABLISHMENT_OF_PLANAR_POLARITY_INVOLVED_IN_NEURAL_TUBE_CLOSURE CTHRC1 DVL1 DVL2 DVL3 FZD1 FZD2 GRHL3 NPHP3 PTK7 SEC24B SFRP1 SFRP2 WNT5A GOBP_ESTABLISHMENT_OF_PLANAR_POLARITY_OF_EMBRYONIC_EPITHELIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ESTABLISHMENT_OF_PLANAR_POLARITY_OF_EMBRYONIC_EPITHELIUM CELSR1 CTHRC1 DVL1 DVL2 DVL3 FOXF2 FZD1 FZD2 GRHL3 NPHP3 PAFAH1B1 PTK7 SEC24B SFRP1 SFRP2 WNT5A GOBP_ESTABLISHMENT_OF_PROTEIN_LOCALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ESTABLISHMENT_OF_PROTEIN_LOCALIZATION AAAS AACS AAGAB ABAT ABCA1 ABCA12 ABCB9 ABCC8 ABCG1 ABLIM3 ABRA ACAP1 ACD ACHE ACSL3 ACSL4 ACTN4 ACVR1C ACVR2B ADAM11 ADAM8 ADAM9 ADAMTS9 ADCY10 ADCY5 ADCY8 ADCYAP1 ADGRV1 ADIPOQ ADORA1 ADORA2A ADRA2A ADTRP AFDN AFM AFTPH AGAP1 AGAP2 AGK AHCTF1 AHCYL1 AIFM1 AIP AKAP4 AKAP5 AKAP6 AKAP8 AKIRIN2 AKT1 AKT2 AKTIP ALOX5 AMN ANG ANGPT1 ANK2 ANK3 ANKLE1 ANKRD1 ANKRD27 ANKRD50 ANO1 ANP32B ANXA1 AP1AR AP1B1 AP1G1 AP1G2 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 AP3B1 AP3B2 AP3D1 AP3M1 AP3M2 AP3S1 AP3S2 AP4B1 AP4E1 AP4M1 AP4S1 AP5B1 AP5M1 AP5S1 AP5Z1 APBA1 APBA2 APBA3 APBB1 APBB3 APOB APOBEC1 APOD APOE APPBP2 APPL1 APPL2 AQP11 ARCN1 ARF1 ARF3 ARF4 ARF5 ARF6 ARFGAP1 ARFGAP2 ARFGAP3 ARFGEF1 ARFGEF2 ARFIP1 ARFIP2 ARFRP1 ARHGAP1 ARHGAP33 ARHGAP44 ARHGEF2 ARHGEF5 ARIH2 ARL1 ARL11 ARL14 ARL17B ARL3 ARL4A ARL4C ARL4D ARL5A ARL5B ARL5C ARL6 ARL6IP1 ARL6IP5 ARL8A ARL8B ARRB1 ARRB2 ARRDC1 ARRDC2 ARRDC3 ARRDC4 ARRDC5 ASPSCR1 ASTN2 ATAD1 ATF2 ATG10 ATG13 ATG14 ATG16L1 ATG16L2 ATG3 ATG4A ATG4B ATG4C ATG4D ATG7 ATP13A1 ATP13A2 ATP1B1 ATP2C1 ATP5IF1 ATP6AP1 AUP1 AZGP1 B3GAT3 BAD BAG3 BAG4 BAG6 BAIAP3 BAP1 BARD1 BAX BBC3 BBIP1 BBS1 BBS2 BBS4 BBS5 BBS7 BBS9 BCAP29 BCAP31 BCL3 BCR BCS1L BECN1 BET1 BET1L BHLHE40-AS1 BICD2 BID BLK BLOC1S3 BLOC1S6 BLZF1 BMAL1 BMP4 BMP6 BMP8A BNIP3L BRAF BRCA2 BRSK2 BTF3 C11orf65 C17orf75 C1QTNF12 C1QTNF3 C1QTNF5 C2CD2L C2CD5 CABP1 CACNG2 CACNG3 CACNG4 CACNG5 CACNG7 CACNG8 CADPS CADPS2 CALCRL CALR CAMK1 CAMK2G CAMLG CAMSAP3 CANX CAPN10 CARTPT CASR CAV1 CAVIN1 CBL CBLB CBLN1 CBLN4 CCDC186 CCDC22 CCDC47 CCDC91 CCDC93 CCHCR1 CCL5 CCN3 CCT2 CCT3 CCT4 CCT5 CCT6A CCT7 CCT8 CD200 CD24 CD2AP CD33 CD36 CD38 CD3G CD63 CD68 CD74 CD81 CDC37 CDH1 CDK1 CDK16 CDK5 CDK5R1 CDKN1A CELA2A CEMIP CENPF CENPJ CEP120 CEP131 CEP135 CEP290 CEP295 CEP41 CEP55 CETN2 CETN3 CFTR CHCHD4 CHGA CHM CHML CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP5 CHMP6 CHMP7 CHP1 CHP2 CHRM1 CHRM3 CIB1 CLIP3 CLN3 CLOCK CLSTN1 CLTA CLTB CLTC CLTCL1 CLTRN CLU CMTM6 CNIH4 CNR1 CNST CNTN2 COG1 COG2 COG3 COG4 COG5 COG6 COG7 COG8 COL1A1 COLQ COMMD1 COMP COPA COPB1 COPB2 COPE COPG1 COPG2 COPZ1 COPZ2 CORO1C CORO2B CORO7 COX18 CPLANE2 CPLX1 CPLX3 CPT1A CRIPT CRY2 CRYZL2P-SEC16B CSE1L CSK CSNK2A2 CTAGE1 CTAGE15 CTAGE4 CTAGE6 CTAGE8 CTAGE9 CTCFL CTDSPL2 CTNS CTSA CTSD CTTN CUBN CYB5R4 CYP51A1 DAB2 DAG1 DDIT3 DENND10 DENND1A DENND1B DENND2A DENND4C DERL1 DERL2 DERL3 DESI1 DGKD DKC1 DLG2 DLG4 DMAP1 DMBT1 DMTN DNAJA1 DNAJC1 DNAJC13 DNAJC14 DNAJC15 DNAJC19 DNAJC27 DNLZ DNM1L DNM2 DOC2B DOP1A DOP1B DPH3 DRD1 DRD2 DRD3 DRD4 DTX3L DUOXA1 DUOXA2 DUSP16 DYNLT1 DZIP1 E2F3 ECT2 EDEM1 EDEM2 EDNRA EDNRB EFCAB7 EFNA5 EGFR EGR2 EHBP1 EHD1 EHD3 EIF2D EIF4ENIF1 EIPR1 ELAVL1 EMC1 EMC10 EMC2 EMC3 EMC4 EMC6 EMC7 EMC8 EMC9 EMD ENSA ENTR1 ENY2 EP300 EPB41L5 EPHA5 EPS15 ERBB2 ERBIN ERC1 ERGIC3 ERLEC1 ERP29 EXOC1 EXOC2 EXOC3 EXOC4 EXOC5 EXOC6 EXOC6B EXOC7 EXOC8 EXPH5 F2 F2R F2RL1 F2RL2 FAF2 FAM3B FAM3D FAM53A FAM53B FAM53C FAM91A1 FBXO7 FBXW7 FCHSD2 FERMT1 FFAR1 FFAR2 FGA FGB FGF9 FGG FHIP1B FIS1 FKBP1B FLNA FMN2 FOXA2 FOXO1 FRAS1 FRAT1 FRAT2 FRMD4A FRMPD1 FUT10 FUZ FYN FZD5 G6PC2 GABARAP GABARAPL2 GAL GAPVD1 GAS6 GBF1 GBP5 GCC2 GCG GCK GCKR GDAP1 GDI1 GDI2 GET1 GET3 GET4 GFAP GGA1 GGA2 GGA3 GHRL GHSR GIP GIPC1 GIPR GJD2-DT GLE1 GLI3 GLP1R GLUD1 GNA11 GNAZ GNPTAB GNPTG GOLGA2 GOLGA4 GOLGA7 GOLGA7B GOLPH3 GOLPH3L GOLT1A GOLT1B GOPC GORASP1 GORASP2 GOSR1 GOSR2 GPER1 GPIHBP1 GPLD1 GPM6B GPR119 GPR27 GPR68 GPR89A GPR89B GRIN3B GRIP1 GRIP2 GRIPAP1 GRPEL1 GRPEL2 GSDMD GSK3A GSK3B GZMB H1-5 HACL1 HADH HAP1 HAX1 HCAR2 HCLS1 HDAC3 HDAC6 HEATR3 HEATR5B HERC2 HERPUD1 HGS HIF1A HIKESHI HINFP HIP1 HK1 HK2 HLA-DRB1 HM13 HMGCR HNF1A HNF1B HNF4A HOMER3 HOOK1 HOOK2 HOOK3 HPCA HPS4 HPSE HRAS HSP90AA1 HSP90B1 HSPA1L HSPA4 HSPA5 HSPA8 HSPA9 HSPB1 HSPD1 HTRA2 HUWE1 HYAL2 ICE1 ICMT IER3IP1 IFI27 IFIT1 IFNG IFT122 IFT20 IFT22 IFT25 IFT27 IGF1 IL10RA IL12A IL12B IL13 IL1A IL1B IL1RN IL33 IL6 ILDR2 IMMP1L IMMP2L ING1 INHBB INPP5K INS INSIG1 IPO11 IPO13 IPO4 IPO5 IPO7 IPO8 IPO9 IRGM IRS1 IRS2 ISL1 IST1 ITGA8 ITGAM ITGB1BP1 ITGB2 ITPR1 ITSN1 JAGN1 JAK2 JAKMIP1 JUP KATNB1 KCNA5 KCNB1 KCNE1 KCNJ11 KCNJ8 KCNN4 KCNQ3 KDELR1 KDELR2 KDELR3 KIAA0586 KIF13A KIF13B KIF14 KIF17 KIF18A KIF20A KIF20B KIF3A KIF3B KIF5A KIF5B KIF5C KLF7 KLHL20 KPNA1 KPNA2 KPNA3 KPNA4 KPNA5 KPNA6 KPNA7 KPNB1 KRT18 KRT20 KTN1 LAMP1 LAMP2 LAMP3 LAMP5 LAPTM5 LARGE1 LCA5 LCP1 LEP LEPROT LHCGR LIMS1 LIN7A LIN7B LIN7C LLGL1 LLGL2 LMAN1 LMAN2 LMAN2L LMNA LMTK2 LOC101929130 LONP2 LRP1 LRP1B LRP2 LRP5 LRRC7 LRRC8A LRRK2 LRSAM1 LRWD1 LSG1 LTBP2 LYPLA1 LYST M6PR MACF1 MACIR MACROH2A1 MACROH2A2 MAFA MAIP1 MAL MAMDC4 MAN1A1 MAP1A MAP1LC3C MAPK14 MAPK8 MAPK8IP3 MAPT MAVS MC4R MCC MCFD2 MCL1 MCM3AP MCOLN1 MCOLN2 MCU MDFIC MDM2 MED1 MFF MFN2 MGARP MIA2 MIA3 MICALL1 MICALL2 MIDN MIEF1 MIEF2 MIPEP MIR128-1 MIR130B MIR146A MIR148A MIR199A1 MIR199B MIR19A MIR19B1 MIR29B1 MIR301B MIR30C1 MIR766 MIR93 MLC1 MLPH MMGT1 MMP12 MOAP1 MON1A MON1B MON2 MPC2 MSR1 MTCH1 MTCH2 MTCL1 MTERF4 MTM1 MTNR1B MTTP MTX1 MTX2 MTX3 MVB12A MVB12B MVP MX2 MYH10 MYH9 MYO18A MYO1C MYO1D MYO5A MYO5B MYO6 MYO7A MYOM1 MYRIP NABP2 NACA NACA2 NACA4P NACAD NADK NAGPA NAPA NAPB NAPG NASP NBAS NCF1 NCLN NCOA4 NDC1 NDEL1 NDFIP1 NDFIP2 NDP NDUFA13 NDUFAF2 NECAB3 NECAP1 NECAP2 NECTIN3 NEDD4 NEO1 NETO1 NEURL1B NEURL3 NEUROD1 NF1 NFKBIA NGFR NIPBL NKX6-1 NLGN1 NLGN2 NMD3 NMT1 NNAT NOMO1 NOMO2 NOMO3 NOS2 NOTCH1 NPAP1 NPC1 NPEPPS NPIPA1 NPLOC4 NPM1 NPNT NR0B2 NR1D1 NR1H2 NR1H3 NR1H4 NSD2 NSF NSG1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP62CL NUP85 NUP88 NUP93 NUP98 NUTF2 NXF1 NXT1 NXT2 OAZ1 OAZ2 OAZ3 OLFM2 OOEP OPRM1 OPTN OR51E2 ORAI1 OS9 OSBP OXA1L P2RX7 P3H1 PAFAH1B1 PAM16 PARD3 PARD6A PARK7 PARL PARP11 PCID2 PCK2 PCLO PCM1 PCNT PCSK1 PCSK5 PDCD10 PDCD5 PDCD6 PDCD6IP PDE8B PDIA4 PDX1 PDZD7 PDZK1 PER2 PEX1 PEX10 PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX5L PEX6 PEX7 PFKFB2 PFKL PFKM PGAP1 PHAF1 PHAX PHB2 PHLDB2 PICK1 PIK3C3 PIK3R1 PIK3R2 PIK3R4 PIKFYVE PIM3 PINK1 PITPNM1 PITRM1 PKD1 PKDCC PKIA PKIG PLA2G1B PLA2G6 PLCB1 PLEK PLEKHA1 PLEKHA8 PLEKHF2 PLEKHM1 PLK1 PLK3 PML PMPCA PMPCB POLA2 POM121 POM121B POM121C POM121L2 PORCN POT1 PPARG PPIA PPID PPM1A PPM1F PPP1R10 PPP3CA PPP3CB PPP3R1 PPT1 PPY PRAF2 PREB PREPL PRF1 PRICKLE1 PRKAA1 PRKACA PRKAR1A PRKCB PRKCD PRKCE PRKCI PRKCZ PRKD1 PRKN PRNP PRR5L PSEN1 PSMD9 PTGS2 PTP4A3 PTPN1 PTPN11 PTPN14 PTPN23 PTPRN PTPRN2 PTTG1IP PXK RAB10 RAB11A RAB11B RAB11FIP1 RAB11FIP2 RAB11FIP3 RAB11FIP5 RAB12 RAB13 RAB14 RAB15 RAB17 RAB18 RAB19 RAB1A RAB1B RAB1C RAB20 RAB21 RAB22A RAB23 RAB24 RAB25 RAB26 RAB27B RAB28 RAB29 RAB2A RAB2B RAB31 RAB32 RAB33B RAB34 RAB35 RAB36 RAB37 RAB38 RAB39A RAB39B RAB3A RAB3B RAB3C RAB3D RAB3GAP1 RAB3GAP2 RAB3IL1 RAB3IP RAB41 RAB43 RAB4A RAB4B RAB5A RAB5B RAB5C RAB5IF RAB6A RAB6B RAB6C RAB6D RAB7A RAB7B RAB8A RAB8B RAB9A RAB9B RABEP1 RABEP2 RABGAP1L RABGEF1 RABIF RABL2A RABL2B RABL3 RAC2 RACK1 RAF1 RALA RAMP1 RAMP2 RAMP3 RAN RANBP17 RANBP2 RANBP3 RANBP3L RANBP6 RANGAP1 RANGRF RAP1GDS1 RAP2A RAPGEF3 RAPGEF4 RAPSN RASSF9 RBM22 RBM4 RBP4 RBSN RCC2 RCN3 RD3 RDX REEP1 REEP2 REP15 REST RFTN1 RFX3 RFX6 RGPD1 RGPD2 RGPD3 RGPD4 RGPD5 RGPD6 RGPD8 RHBDD1 RHBDD3 RHBDF1 RHBDF2 RHOB RHOU RIC1 RILP RILPL1 RILPL2 RIMS1 RIMS2 RINL RINT1 RIPOR1 RN7SL1 RN7SL2 RN7SL3 RNF31 ROMO1 RP2 RPAIN RPGR RPH3A RPH3AL RPL11 RPL23 RRBP1 RSAD2 RSC1A1 RTN2 RTP1 RTP2 RTP3 RTP4 RTP5 RUFY1 RUFY3 RUVBL2 RYR2 S100A13 SAA1 SAE1 SAMM50 SAR1A SAR1B SCAMP1 SCAMP2 SCAMP3 SCAMP4 SCAMP5 SCARB2 SCFD1 SCFD2 SCG2 SCG5 SCRIB SDAD1 SDCBP SEC13 SEC16A SEC16B SEC22A SEC22B SEC22C SEC23A SEC23B SEC23IP SEC24A SEC24B SEC24C SEC24D SEC31A SEC31B SEC61A1 SEC61A2 SEC61B SEC61G SEC62 SEC63 SEH1L SEL1L SELENBP1 SELENOK SELENOS SELENOT SENP2 SERGEF SERP1 SERP2 SFN SFRP1 SFT2D1 SFT2D2 SFT2D3 SGF29 SGTA SGTB SH3GLB1 SH3TC2 SHH SIAH3 SIDT2 SIL1 SIRT3 SIRT4 SIRT6 SIRT7 SIX2 SLC10A7 SLC12A2 SLC15A1 SLC15A2 SLC15A3 SLC15A4 SLC15A5 SLC16A1 SLC1A1 SLC25A22 SLC2A2 SLC30A8 SLC35D3 SLC4A8 SLC51B SLC7A11 SLC7A6OS SLC8B1 SLC9B2 SLU7 SMAD2 SMAD3 SMO SMURF1 SMYD3 SNAP23 SNAP25 SNAP25-AS1 SNAP29 SNAP91 SNAPIN SNCG SNF8 SNUPN SNX1 SNX10 SNX11 SNX12 SNX13 SNX14 SNX15 SNX16 SNX17 SNX18 SNX19 SNX2 SNX20 SNX21 SNX22 SNX24 SNX25 SNX27 SNX3 SNX30 SNX31 SNX32 SNX33 SNX4 SNX5 SNX6 SNX7 SNX8 SNX9 SORCS2 SORL1 SORT1 SOX4 SP100 SPAG17 SPCS1 SPCS2 SPCS3 SPDYA SPG11 SPIDR SPIRE1 SPIRE2 SPRN SPTBN1 SQSTM1 SRC SREBF1 SREBF2 SRI SRP14 SRP19 SRP54 SRP68 SRP72 SRP9 SRPRA SRPRB SSR1 SSR2 SSR3 SSTR5 STAM STAM2 STAT3 STEAP3 STK3 STK4 STOM STRADA STRADB STX10 STX11 STX12 STX16 STX17 STX18 STX19 STX1A STX1B STX2 STX3 STX4 STX5 STX6 STX7 STX8 STXBP1 STXBP2 STXBP3 STXBP4 STXBP5 STXBP5L STYX SUCNR1 SUFU SUMO1 SURF4 SVBP SVIP SYBU SYK SYNDIG1 SYNE3 SYNGR1 SYNJ2BP SYNRG SYS1 SYT4 SYT7 SYTL1 SYTL2 SYTL3 SYTL4 SYTL5 SYVN1 TACR2 TAMALIN TANGO2 TANGO6 TAOK2 TAP1 TAP2 TARDBP TBC1D13 TBC1D17 TBC1D5 TCAF1 TCAF2 TCF7L2 TCIRG1 TCP1 TECPR2 TENM1 TERF1 TERT TESC TFAP2B TFR2 TFRC TGFB1 TGFB2 TGFB3 TGFBRAP1 TIAM1 TIMM10 TIMM10B TIMM13 TIMM17A TIMM17B TIMM21 TIMM22 TIMM23 TIMM23B TIMM29 TIMM44 TIMM50 TIMM8A TIMM8B TIMM9 TLK1 TLR2 TLR4 TM7SF3 TM9SF4 TMCO1 TMCO6 TMED1 TMED10 TMED2 TMED3 TMED4 TMED5 TMED6 TMED7 TMED9 TMEM115 TMEM129 TMEM132A TMEM147 TMEM167A TMEM30A TMEM30B TMEM9 TNF TNFAIP3 TNKS TNPO1 TNPO2 TNPO3 TOM1 TOM1L1 TOM1L2 TOMM20 TOMM20L TOMM22 TOMM34 TOMM40 TOMM40L TOMM5 TOMM6 TOMM7 TOMM70 TP53 TPR TRAF3IP2 TRAK1 TRAK2 TRAM1 TRAM1L1 TRAM2 TRARG1 TREM2 TREX1 TRH TRIM23 TRIM28 TRIM3 TRIM37 TRMT10B TRPM4 TSC2 TSG101 TSNARE1 TSPAN10 TSPAN17 TSPO TTC26 TTC8 TTC9-DT TTN TUBA1A TUNAR TVP23A TVP23B TVP23C TXN TXNIP UBAC2 UBAP1 UBE2D3 UBE2G2 UBE2J1 UBE2J2 UBE2L3 UBE2Q1 UBL4A UBL4B UBL5 UBR5 UCN3 UCP2 UEVLD UFD1 UFM1 UHMK1 UMOD UNC119 UNC119B UNC13B UNC93B1 UQCC2 USE1 USH2A USO1 USP17L2 USP36 USP9X VAMP2 VAMP3 VAMP5 VAMP7 VAMP8 VCP VEGFC VGF VHL VIP VIPAS39 VLDLR VMP1 VPS11 VPS13A VPS13C VPS13D VPS16 VPS18 VPS25 VPS26A VPS26B VPS26C VPS28 VPS29 VPS33A VPS33B VPS35 VPS35L VPS36 VPS37A VPS37B VPS37C VPS37D VPS39 VPS41 VPS45 VPS4A VPS4B VPS50 VPS51 VPS52 VPS53 VPS54 VPS8 VSNL1 VTA1 VTI1A VTI1B WASH3P WASHC1 WASHC2A WASHC2C WASHC3 WASHC4 WASHC5 WBP2 WDPCP WDR11 WDR83OS WHRN WLS WNK1 WRAP53 WWP2 XBP1 XPO1 XPO4 XPO5 XPO6 XPO7 XPOT YIF1A YIF1B YIPF5 YKT6 YOD1 YWHAB YWHAE YWHAG YWHAH YWHAQ ZBED6 ZC3H12A ZDHHC1 ZDHHC11 ZDHHC11B ZDHHC12 ZDHHC14 ZDHHC15 ZDHHC17 ZDHHC18 ZDHHC19 ZDHHC2 ZDHHC20 ZDHHC21 ZDHHC22 ZDHHC23 ZDHHC24 ZDHHC3 ZDHHC4 ZDHHC6 ZDHHC7 ZDHHC9 ZFAND1 ZFAND2A ZFAND2B ZFAND6 ZFYVE16 ZG16 ZIC1 ZMAT3 ZNF827 ZPR1 ZW10 GOBP_ESTABLISHMENT_OF_PROTEIN_LOCALIZATION_TO_CHROMATIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ESTABLISHMENT_OF_PROTEIN_LOCALIZATION_TO_CHROMATIN CTCFL H1-5 LRWD1 MACROH2A1 MACROH2A2 NIPBL RUVBL2 SGF29 WBP2 GOBP_ESTABLISHMENT_OF_PROTEIN_LOCALIZATION_TO_CHROMOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ESTABLISHMENT_OF_PROTEIN_LOCALIZATION_TO_CHROMOSOME ACD BRCA2 CCT2 CCT3 CCT4 CCT5 CCT6A CCT7 CCT8 CTCFL DKC1 H1-5 LRWD1 MACROH2A1 MACROH2A2 NABP2 NIPBL POT1 RUVBL2 SGF29 SPDYA SPIDR TCP1 TERF1 TERT WBP2 WRAP53 ZNF827 GOBP_ESTABLISHMENT_OF_PROTEIN_LOCALIZATION_TO_ENDOPLASMIC_RETICULUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ESTABLISHMENT_OF_PROTEIN_LOCALIZATION_TO_ENDOPLASMIC_RETICULUM BAG6 BHLHE40-AS1 CHMP4A CHMP4B EDEM1 GET3 GET4 GJD2-DT GLP1R HERPUD1 HSPA5 LOC101929130 MAN1A1 RAB10 RAB3GAP1 RAB3GAP2 RN7SL1 RN7SL2 RN7SL3 RYR2 SEC61A1 SEC61A2 SEC61B SEC61G SEC62 SEC63 SGTA SGTB SNAP25-AS1 SPCS1 SPCS2 SPCS3 SRP14 SRP19 SRP54 SRP68 SRP72 SRP9 SRPRA SRPRB SSR3 TRAM1 TRAM1L1 TRAM2 TTC9-DT UBL4A VPS54 ZFAND2A ZFAND2B GOBP_ESTABLISHMENT_OF_PROTEIN_LOCALIZATION_TO_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ESTABLISHMENT_OF_PROTEIN_LOCALIZATION_TO_MEMBRANE ACSL3 ADORA1 AFDN AGK AKAP5 AKT2 AMN ANK3 AP3B1 AQP11 ARFRP1 ARHGAP44 ARL6 ARL6IP1 ATAD1 ATG3 ATP13A1 ATP1B1 ATP2C1 ATP6AP1 BAG6 BAX BBC3 BBS1 BBS2 BCS1L BHLHE40-AS1 BID BLZF1 BRAF C2CD5 CACNG2 CAMLG CCDC47 CD24 CDK5 CDK5R1 CEMIP CHM CHMP4A CHMP4B CHP1 CIB1 CLN3 CLSTN1 CNST COLQ COX18 CPLX1 CSK DMTN EGFR EMC1 EMC10 EMC2 EMC3 EMC4 EMC6 EMC7 EMC8 EMC9 ERBB2 FIS1 FRMPD1 FYN GCC2 GDI1 GET1 GET3 GET4 GGA1 GGA2 GGA3 GJD2-DT GLP1R GOLGA4 GOLGA7 GOLGA7B GOLPH3 GOLPH3L GORASP1 GORASP2 GRIN3B GRIP1 GRIP2 GRIPAP1 GZMB HPCA HRAS HSP90AA1 HSPA4 HSPA5 ICMT INPP5K ITGAM ITGB1BP1 ITGB2 KCNB1 KCNE1 KIF13A KRT18 LARGE1 LOC101929130 LRRC7 LYPLA1 MACF1 MAIP1 MAL MAPK8 MFF MICALL1 MIEF1 MIEF2 MMGT1 MOAP1 MTCH1 MTCH2 MTCL1 MTX1 MTX2 MYO1C NACA NACA2 NACA4P NACAD NCF1 NCLN NDUFA13 NECTIN3 NMT1 NOMO1 NOMO2 NOMO3 NPC1 NSF NSG1 OPTN OXA1L PARD3 PDCD5 PDZK1 PEX16 PEX19 PEX26 PEX3 PEX5 PHAF1 PIKFYVE PKDCC PREPL PRKCI PRNP RAB10 RAB11A RAB11B RAB26 RAB31 RAB34 RAB3GAP1 RAB3GAP2 RAB3IP RAB5IF RAB7A RAB8A RAB8B RABGEF1 RACK1 RAPSN RDX REEP1 REEP2 RFTN1 RILPL1 RILPL2 RN7SL1 RN7SL2 RN7SL3 ROMO1 RSC1A1 RTP1 RTP2 RTP3 RTP4 RTP5 SAMM50 SCRIB SDCBP SEC61A1 SEC61A2 SEC61B SEC61G SEC62 SEC63 SGTA SGTB SIL1 SLC1A1 SLC51B SNAP25 SNAP25-AS1 SORL1 SPTBN1 SRP14 SRP19 SRP54 SRP68 SRP72 SRP9 SRPRA SRPRB SSR1 SSR2 SSR3 STOM STX1B STX3 SYNE3 SYS1 TAMALIN TAOK2 TCAF1 TCAF2 TIMM10 TIMM10B TIMM13 TIMM22 TIMM29 TIMM8A TIMM8B TIMM9 TMCO1 TMEM147 TOMM20 TOMM22 TOMM40 TOMM5 TOMM6 TOMM7 TOMM70 TRAM1 TRAM1L1 TRAM2 TRARG1 TRMT10B TTC9-DT UBL4A UMOD USP17L2 VAMP2 VAMP3 VAMP5 VPS35 VPS37A VPS37B VPS37C VPS37D WDR83OS WNK1 YIF1B ZDHHC1 ZDHHC11 ZDHHC11B ZDHHC12 ZDHHC14 ZDHHC15 ZDHHC18 ZDHHC19 ZDHHC2 ZDHHC20 ZDHHC21 ZDHHC22 ZDHHC23 ZDHHC24 ZDHHC3 ZDHHC4 ZDHHC6 ZDHHC7 ZDHHC9 ZFAND2B GOBP_ESTABLISHMENT_OF_PROTEIN_LOCALIZATION_TO_MITOCHONDRIAL_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ESTABLISHMENT_OF_PROTEIN_LOCALIZATION_TO_MITOCHONDRIAL_MEMBRANE AGK AP3B1 BAX BBC3 BCS1L COX18 GZMB HSP90AA1 HSPA4 MAIP1 MAPK8 MOAP1 MTCH1 MTCH2 MTX1 MTX2 NDUFA13 NMT1 OXA1L PDCD5 ROMO1 SAMM50 TIMM10 TIMM10B TIMM13 TIMM22 TIMM29 TIMM8A TIMM8B TIMM9 TOMM20 TOMM22 TOMM40 TOMM5 TOMM6 TOMM7 TOMM70 TRMT10B GOBP_ESTABLISHMENT_OF_PROTEIN_LOCALIZATION_TO_ORGANELLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ESTABLISHMENT_OF_PROTEIN_LOCALIZATION_TO_ORGANELLE ABLIM3 ABRA ACD ADCY10 AGK AIFM1 AIP AKIRIN2 AKT1 ANGPT1 AP3B1 AP3D1 AP3M1 AP4M1 APOD APPL1 APPL2 ARIH2 ATF2 ATG13 ATG14 ATP5IF1 BAG3 BAG4 BAG6 BAP1 BAX BBC3 BCAP31 BCL3 BCS1L BECN1 BHLHE40-AS1 BID BMP4 BNIP3L BRCA2 C11orf65 CABP1 CACNG2 CACNG3 CACNG4 CACNG5 CACNG7 CACNG8 CBL CBLB CCT2 CCT3 CCT4 CCT5 CCT6A CCT7 CCT8 CD36 CD68 CDH1 CDK1 CDKN1A CHCHD4 CHMP4A CHMP4B CHP1 CHP2 CLU COX18 CRY2 CSE1L CSNK2A2 CTCFL DDIT3 DKC1 DMAP1 DNAJA1 DNAJC15 DNAJC19 DNLZ DRD1 E2F3 ECT2 EDEM1 EFCAB7 EIF4ENIF1 ELAVL1 EP300 FAM53A FAM53B FAM53C FBXO7 FBXW7 FERMT1 FGF9 FIS1 FLNA FZD5 GCC2 GCKR GDAP1 GET3 GET4 GGA3 GJD2-DT GLI3 GLP1R GNPTAB GNPTG GRPEL1 GRPEL2 GSK3A GZMB H1-5 HACL1 HAX1 HCLS1 HDAC3 HEATR3 HERPUD1 HGS HIKESHI HK1 HK2 HPS4 HSP90AA1 HSPA1L HSPA4 HSPA5 HSPA8 HSPD1 HTRA2 HUWE1 HYAL2 IFNG IFT122 IL10RA IL33 IMMP1L IMMP2L ING1 IPO11 IPO13 IPO4 IPO5 IPO7 IPO8 IPO9 IRGM JAK2 JUP KCNQ3 KPNA1 KPNA2 KPNA3 KPNA4 KPNA5 KPNA6 KPNA7 KPNB1 LAMP1 LAMP2 LAMP3 LAMP5 LAPTM5 LEP LEPROT LHCGR LMAN1 LMNA LOC101929130 LONP2 LRRC7 LRRK2 LRSAM1 LRWD1 M6PR MACROH2A1 MACROH2A2 MAIP1 MAN1A1 MAPK14 MAPK8 MAPT MAVS MDFIC MED1 MFF MFN2 MGARP MICALL2 MIPEP MMP12 MOAP1 MON1A MON1B MTCH1 MTCH2 MTERF4 MTX1 MTX2 MVB12A NABP2 NAGPA NCOA4 NDP NDUFA13 NEDD4 NEURL1B NEURL3 NF1 NFKBIA NIPBL NMT1 NOTCH1 NPAP1 NPEPPS NUP107 NUP133 NUP153 NUP155 NUP188 NUP214 NUP35 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 NUTF2 OXA1L PAM16 PARL PDCD5 PEX1 PEX10 PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX5L PEX6 PEX7 PHB2 PIK3C3 PIK3R1 PIK3R2 PIK3R4 PINK1 PITRM1 PKIA PKIG PML PMPCA PMPCB POLA2 POM121 POM121B POM121C POM121L2 POT1 PPP1R10 PPP3CA PPP3R1 PRICKLE1 PRKAA1 PRKCD PRKD1 PRKN PSEN1 PTGS2 PTPN23 PTTG1IP PXK RAB10 RAB11A RAB23 RAB3GAP1 RAB3GAP2 RAB7A RAB8B RAC2 RALA RAN RANBP17 RANBP2 RANBP6 RANGRF RBM22 RGPD1 RGPD2 RGPD3 RGPD4 RGPD5 RGPD6 RGPD8 RHOU RN7SL1 RN7SL2 RN7SL3 RNF31 ROMO1 RPAIN RPL23 RUVBL2 RYR2 SAE1 SAMM50 SCARB2 SCRIB SEC13 SEC61A1 SEC61A2 SEC61B SEC61G SEC62 SEC63 SGF29 SGTA SGTB SH3GLB1 SHH SIAH3 SIRT4 SIRT6 SIX2 SMAD3 SMO SMURF1 SNAP25-AS1 SNF8 SNUPN SNX16 SORL1 SORT1 SPCS1 SPCS2 SPCS3 SPDYA SPG11 SPIDR SPRN SQSTM1 SREBF1 SREBF2 SRP14 SRP19 SRP54 SRP68 SRP72 SRP9 SRPRA SRPRB SSR3 STAM STAM2 STAT3 STK3 STK4 SUFU SUMO1 SYK TARDBP TCP1 TERF1 TERT TGFB1 TIMM10 TIMM10B TIMM13 TIMM17A TIMM17B TIMM21 TIMM22 TIMM23 TIMM23B TIMM29 TIMM44 TIMM50 TIMM8A TIMM8B TIMM9 TMCO6 TNFAIP3 TNPO1 TNPO2 TNPO3 TOMM20 TOMM20L TOMM22 TOMM34 TOMM40 TOMM40L TOMM5 TOMM6 TOMM7 TOMM70 TP53 TPR TRAF3IP2 TRAM1 TRAM1L1 TRAM2 TRIM28 TRIM37 TRMT10B TSC2 TSG101 TSPAN10 TSPAN17 TSPO TTC9-DT TXNIP UBAP1 UBE2D3 UBE2J2 UBE2L3 UBL4A UBL4B UBL5 UBR5 UFM1 USP36 USP9X VPS11 VPS13A VPS13C VPS13D VPS25 VPS28 VPS36 VPS37A VPS37B VPS37C VPS37D VPS41 VPS4A VPS53 VPS54 VPS8 WASH3P WBP2 WRAP53 ZC3H12A ZDHHC15 ZFAND2A ZFAND2B ZFAND6 ZFYVE16 ZIC1 ZNF827 ZPR1 GOBP_ESTABLISHMENT_OF_PROTEIN_LOCALIZATION_TO_PLASMA_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ESTABLISHMENT_OF_PROTEIN_LOCALIZATION_TO_PLASMA_MEMBRANE ACSL3 AFDN AKAP5 AMN ANK3 ARFRP1 ARHGAP44 ATP2C1 ATP6AP1 BBS1 BBS2 BLZF1 CLN3 CNST CSK GCC2 GGA1 GGA2 GGA3 GOLGA4 GOLGA7 GOLPH3 GOLPH3L GORASP1 GORASP2 GRIP1 GRIP2 GRIPAP1 KIF13A KRT18 LRRC7 LYPLA1 MACF1 NECTIN3 NSF NSG1 OPTN PHAF1 PKDCC PREPL RAB10 RAB11A RAB26 RAB31 RAB34 RAB7A RAB8A RACK1 RDX RILPL1 RILPL2 RSC1A1 SCRIB SORL1 SPTBN1 SYS1 TAMALIN TRARG1 VAMP2 VAMP3 VAMP5 VPS35 ZDHHC2 GOBP_ESTABLISHMENT_OF_PROTEIN_LOCALIZATION_TO_TELOMERE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ESTABLISHMENT_OF_PROTEIN_LOCALIZATION_TO_TELOMERE ACD BRCA2 CCT2 CCT3 CCT4 CCT5 CCT6A CCT7 CCT8 DKC1 NABP2 POT1 SPDYA TCP1 TERF1 TERT WRAP53 ZNF827 GOBP_ESTABLISHMENT_OF_PROTEIN_LOCALIZATION_TO_VACUOLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ESTABLISHMENT_OF_PROTEIN_LOCALIZATION_TO_VACUOLE AP3B1 AP3D1 AP3M1 AP4M1 ATG14 BECN1 CACNG2 CACNG3 CACNG4 CACNG5 CACNG7 CACNG8 CLU GCC2 GGA3 GNPTAB GNPTG HGS HSPA8 IRGM LAMP2 LAPTM5 LHCGR M6PR MON1A MON1B MVB12A NAGPA NCOA4 NDP NEDD4 PIK3C3 PIK3R4 PTPN23 PXK RAB7A SCARB2 SMURF1 SNF8 SNX16 SORL1 SORT1 SQSTM1 STAM STAM2 TNFAIP3 TSG101 UBAP1 VPS13A VPS13C VPS13D VPS25 VPS28 VPS36 VPS37A VPS37B VPS37C VPS37D VPS41 VPS4A VPS53 VPS54 VPS8 WASH3P ZFYVE16 GOBP_ESTABLISHMENT_OF_RNA_LOCALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ESTABLISHMENT_OF_RNA_LOCALIZATION AAAS AGFG1 AHCTF1 AKAP8L ALKBH5 ALYREF ARC ATM ATR ATXN2 BICD2 C12orf50 CASC3 CETN2 CETN3 CHTOP CKAP5 CPSF6 DDX19A DDX19B DDX25 DDX39A DDX39B DHX9 EIF4A3 ENY2 FLOT1 FMR1 FYTTD1 G3BP2 GLE1 HHEX HNRNPA1 HNRNPA1L2 HNRNPA2B1 HSF1 IGF2BP1 IGF2BP2 IGF2BP3 IWS1 KHDRBS1 KHSRP KIF5C KPNB1 LRPPRC LUZP4 MAGOH MAGOHB MCM3AP MRPL18 MVP MX2 NCBP1 NCBP2 NCBP3 NDC1 NOL6 NPAP1 NPIPA1 NPM1 NRDE2 NSUN2 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 NUTF2 NXF1 NXF2 NXF2B NXF3 NXF5 NXT1 NXT2 PABPN1 PARP11 PCID2 PEG10 PHAX PNPT1 POLDIP3 POM121 POM121B POM121C POM121L2 QKI RAE1 RAN RANBP17 RANBP2 RBFOX1 RBM15B RBM8A RFTN1 RFTN2 RTRAF SARNP SEC13 SEH1L SENP2 SETD2 SIDT1 SIDT2 SLBP SMG1 SMG5 SMG6 SMG7 SNUPN SRSF1 SRSF3 SRSF7 SSB SUPT6H TERF1 TGFBR2 THOC1 THOC2 THOC3 THOC5 THOC6 THOC7 TNKS TOMM20 TOMM20L TPR TSC1 TST UPF1 UPF2 UPF3A UPF3B WNK1 XPO1 XPO5 XPOT YBX1 YTHDC1 ZC3H11A ZC3H11B ZC3H3 ZFP36 ZFP36L1 GOBP_ESTABLISHMENT_OF_SERTOLI_CELL_BARRIER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ESTABLISHMENT_OF_SERTOLI_CELL_BARRIER ARID4A ARID4B FLNA IL1A RAB13 GOBP_ESTABLISHMENT_OF_SISTER_CHROMATID_COHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ESTABLISHMENT_OF_SISTER_CHROMATID_COHESION DDX11 DDX11L8 DDX12P NAA50 NIPBL RAD21 SMC1A SMC3 STAG1 STAG2 STAG3 WAPL GOBP_ESTABLISHMENT_OF_SKIN_BARRIER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ESTABLISHMENT_OF_SKIN_BARRIER ABCA12 ALOX12 ALOX12B ALOXE3 CLDN1 CLDN4 CYP26B1 CYSRT1 ELOVL1 FA2H FLG FLG2 GBA1 GRHL1 GRHL3 HDAC3 HRNR IL18 KDF1 KLF4 KRT1 KRT16 LSR MET NFKBIZ PLEC SFN SRF STMN1 TMEM79 TMPRSS11F TP63 UGCG GOBP_ESTABLISHMENT_OF_SPINDLE_ORIENTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ESTABLISHMENT_OF_SPINDLE_ORIENTATION ANKFN1 CDK5RAP2 CENPA CLASP1 DCTN1 DYNLT1 ENKD1 FBXW11 FGF10 GJA1 GPSM1 GPSM2 HDAC3 HTT INSC ITGB1 KAT5 KIF25 LLGL1 LLGL2 MAD2L1 MAP4 MAPRE1 MCPH1 MISP MOS NDC80 NDE1 NDEL1 NSFL1C NUMA1 PAFAH1B1 PAX6 PKHD1 PLK1 SAPCD2 SPAG5 SPDL1 SPRY1 SPRY2 UBXN2B ZW10 GOBP_ESTABLISHMENT_OF_TISSUE_POLARITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ESTABLISHMENT_OF_TISSUE_POLARITY ABL1 ANKRD6 ARHGEF19 ASTN2 BRSK1 BRSK2 CDC42 CELSR1 CELSR2 CELSR3 CTHRC1 DAAM1 DAB2 DACT1 DKK1 DLG3 DVL1 DVL2 DVL3 ERBB4 EXOC5 FOXF2 FUZ FZD1 FZD2 FZD3 FZD6 FZD7 GPC3 GRHL3 IFT20 INTU JHY MAGI2 MED12 MKS1 MLLT3 NKD1 NPHP1 NPHP3 PAFAH1B1 PKHD1 PLEKHA4 PRICKLE1 PRICKLE2 PTK7 RAC1 RHOA RPGRIP1L RSPO3 RYK SAPCD2 SEC24B SFRP1 SFRP2 SMURF1 SMURF2 SPEF1 TIAM1 TP63 TTC8 VANGL1 VANGL2 WDPCP WDR1 WNT11 WNT5A WNT7A WNT9B ZNRF3 GOBP_ESTABLISHMENT_OR_MAINTENANCE_OF_BIPOLAR_CELL_POLARITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ESTABLISHMENT_OR_MAINTENANCE_OF_BIPOLAR_CELL_POLARITY ANK1 ARF4 CAMSAP3 CDC42 CDX2 CLIC4 CRB1 CRB2 CRB3 DLG1 DLG2 DLG3 DLG4 DLG5 ERBIN EZR FAT1 FOXF1 FOXJ1 FSCN1 IFT20 ILK LAMA1 LHX2 LIN7A LIN7B LIN7C LLGL1 LLGL2 LRRC7 MARK2 MSN MTCL1 MYO9A NHERF1 OOEP OPHN1 PALS1 PARD3 PARD3B PARD6A PARD6B PARD6G PATJ PDCD6IP PDZD11 PRKCI PRKCZ PTK7 RAP2A RHOA SCRIB SH3BP1 SYNE4 TCF15 TTC8 WDR1 WNT11 WNT5A GOBP_ESTABLISHMENT_OR_MAINTENANCE_OF_CELL_POLARITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ESTABLISHMENT_OR_MAINTENANCE_OF_CELL_POLARITY ABL1 ABL2 ACTB ACTR2 ACTR3 ALPK2 AMOT AMOTL1 AMOTL2 ANK1 ANKFN1 AQP1 ARF4 ARF6 ARFGEF1 ARHGAP35 ARHGEF11 ATN1 BRSK1 BRSK2 CAMSAP3 CAP1 CAP2 CARMIL2 CCL19 CCL21 CCL4 CCR7 CD3G CDC42 CDC42BPB CDH5 CDK5RAP2 CDX2 CENPA CKAP5 CLASP1 CLASP2 CLIC4 CORO7 CRB1 CRB2 CRB3 CRK CRKL CRTAM CTNNA1 CYP26B1 CYRIB CYTH1 CYTH3 DCTN1 DLG1 DLG2 DLG3 DLG4 DLG5 DOCK2 DOCK7 DOCK8 DST DYNLT1 ENKD1 EPHB1 ERBIN EZR FAM89B FAT1 FBF1 FBXW11 FERMT1 FEZ1 FGF10 FGF13 FLOT2 FOXF1 FOXJ1 FRMD4A FRMD4B FSCN1 FSCN2 FSCN3 GATA3 GBF1 GJA1 GOLPH3 GPSM1 GPSM2 GSK3B GSN HDAC3 HES1 HES5 HSP90AA1 HSP90AB1 HTT IFT20 IGF1R ILK INSC ITGB1 JAM3 KANK1 KAT5 KCNJ8 KIAA1614 KIF20B KIF25 KIF26B KIF2C KRIT1 LAMA1 LHX2 LIN7A LIN7B LIN7C LLGL1 LLGL2 LMNA LRRC7 MAD2L1 MAP1B MAP4 MAP7 MAPRE1 MARK2 MCPH1 MISP MOS MPP7 MSN MTCL1 MYH9 MYO18A MYO9A NCKAP1L NDC80 NDE1 NDEL1 NEK3 NHERF1 NPHP3 NSFL1C NUMA1 OOEP OPHN1 PAFAH1B1 PALS1 PARD3 PARD3B PARD6A PARD6B PARD6G PARVA PARVB PARVG PATJ PAX6 PDCD6IP PDLIM1 PDZD11 PHLDB2 PKD1 PKHD1 PLEKHG3 PLK1 PRICKLE1 PRKCI PRKCZ PTK2 PTK2B PTK7 RAB10 RAB11FIP2 RAC1 RAC3 RACK1 RAP1B RAP2A RHOA RHOBTB1 RHOBTB2 RHOG RHOJ RHOQ RHOU RHOV RICTOR RIPOR2 ROCK1 ROCK2 RPGRIP1L RUFY3 SAPCD2 SCRIB SDCCAG8 SFRP5 SH3BP1 SHH SHTN1 SIPA1 SIPA1L3 SLC9A1 SLC9A6 SNX27 SPAG5 SPDL1 SPINT2 SPN SPRY1 SPRY2 STK11 STK25 SYNE4 TCF15 TCIRG1 TEK TRAF3IP2 TTC8 UBXN2B UST WDPCP WDR1 WEE1 WNT11 WNT5A WNT7A WNT7B WWC1 ZW10 GOBP_ESTABLISHMENT_OR_MAINTENANCE_OF_CYTOSKELETON_POLARITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ESTABLISHMENT_OR_MAINTENANCE_OF_CYTOSKELETON_POLARITY AQP1 ARHGAP35 CAMSAP3 CKAP5 KIF2C LMNA PDLIM1 GOBP_ESTABLISHMENT_OR_MAINTENANCE_OF_MONOPOLAR_CELL_POLARITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ESTABLISHMENT_OR_MAINTENANCE_OF_MONOPOLAR_CELL_POLARITY CAMSAP3 CARMIL2 CDC42 EZR FAT1 FOXF1 FOXJ1 FSCN1 GBF1 IFT20 LAMA1 MAP1B MSN MYO9A NHERF1 OPHN1 PATJ PRKCI PTK7 RAP2A RHOA SCRIB SH3BP1 SYNE4 TCF15 TTC8 WNT5A GOBP_ESTABLISHMENT_OR_MAINTENANCE_OF_TRANSMEMBRANE_ELECTROCHEMICAL_GRADIENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ESTABLISHMENT_OR_MAINTENANCE_OF_TRANSMEMBRANE_ELECTROCHEMICAL_GRADIENT ATP12A ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP1B1 ATP4A BAK1 BAX FXYD2 SLC22A1 GOBP_ESTROGEN_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ESTROGEN_BIOSYNTHETIC_PROCESS AKR1B15 CYP19A1 DHRS11 HSD17B1 HSD17B11 HSD17B12 HSD17B2 HSD17B7 HSD17B8 HSD3B1 RDH8 GOBP_ESTROGEN_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ESTROGEN_METABOLIC_PROCESS AKR1B15 CHST10 CYP19A1 CYP1A1 CYP1A2 CYP1B1 CYP2C8 CYP2C9 CYP2D6 CYP3A4 CYP3A5 CYP3A7 DHRS11 HSD17B1 HSD17B10 HSD17B11 HSD17B12 HSD17B2 HSD17B4 HSD17B7 HSD17B8 HSD3B1 PDGFRA PLEKHA1 RDH8 SGPL1 SULT1A1 SULT1E1 TIPARP UGT1A1 UGT1A3 UGT1A7 UGT2A3 UGT2B10 UGT2B11 UGT2B15 UGT2B17 UGT2B28 UGT2B4 UGT2B7 GOBP_ESTROUS_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ESTROUS_CYCLE ADNP ANXA1 CA12 CYP1B1 EGR1 HAS2 IGF1R MDK NCOA1 NCOR2 OPRK1 OPRL1 OXTR PCNA PTN SLC26A6 GOBP_ETHANOLAMINE_CONTAINING_COMPOUND_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ETHANOLAMINE_CONTAINING_COMPOUND_METABOLIC_PROCESS DBH GDE1 GDPD1 GDPD3 MOXD1 MOXD2P NAAA NAPEPLD GOBP_ETHANOL_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ETHANOL_CATABOLIC_PROCESS ALDH1B1 ALDH2 ALDH3B1 ALDH3B2 SULT1A1 SULT1A2 SULT1A3 SULT1A4 SULT1B1 SULT1C4 SULT1E1 SULT2A1 GOBP_ETHANOL_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ETHANOL_METABOLIC_PROCESS ACSS1 ACSS2 ADH1A ADH1B ADH1C ADH4 ADH5 ADH6 ADH7 ALDH1B1 ALDH2 ALDH3B1 ALDH3B2 SULT1A1 SULT1A2 SULT1A3 SULT1A4 SULT1B1 SULT1C4 SULT1E1 SULT2A1 GOBP_ETHANOL_OXIDATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ETHANOL_OXIDATION ACSS1 ACSS2 ADH1A ADH1B ADH1C ADH4 ADH5 ADH6 ADH7 GOBP_ETHER_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ETHER_BIOSYNTHETIC_PROCESS AGPS ALOX5 CHPT1 DHRS7B FAR1 FASN GNPAT LPCAT2 PEDS1 PEX7 PLA2G4A PLA2G4C GOBP_ETHER_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ETHER_METABOLIC_PROCESS AGMO AGPS ALOX12 ALOX5 CHPT1 DHRS7B EPHX1 EPHX2 EPHX3 FAR1 FASN GNPAT LIPE LPCAT2 NCEH1 PAFAH1B1 PEDS1 PEX7 PLA2G10 PLA2G4A PLA2G4C PLA2G6 PLA2G7 PLAAT3 PXMP4 TMEM86B GOBP_EXCITATORY_CHEMICAL_SYNAPTIC_TRANSMISSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EXCITATORY_CHEMICAL_SYNAPTIC_TRANSMISSION CHRDL1 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D KCNQ3 PDLIM4 PTCHD1 PVALB SHISA6 SSH1 GOBP_EXCITATORY_SYNAPSE_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EXCITATORY_SYNAPSE_ASSEMBLY ABI3 C1QL2 C1QL3 CBLN1 CRIPT GRID2 IL1RAP LRFN4 LRRC4 LRRC4B LRRTM2 NLGN1 NLGN2 NPTN NPTX1 NRXN1 NRXN2 PLXNB2 PTEN PTK2B PTPN13 PTPRD PTPRS SEMA4A SHANK3 SLITRK3 SRGAP2 SRGAP2C VSTM5 WNT5A WNT7A ZDHHC12 GOBP_EXCRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EXCRETION ABCG2 AGT AGTR1 ATP6V0A4 ATP6V1B1 CHRNA3 CHRNB2 CHRNB4 CLN3 CORIN DRD2 EDN1 EDNRB KCNMA1 LIPA MDK MLLT6 NHERF1 NPPB NPR1 NPSR1 SCN11A SLC22A12 SLC22A6 SPX STC1 TACR1 TRPV1 UMOD GOBP_EXECUTION_PHASE_OF_APOPTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EXECUTION_PHASE_OF_APOPTOSIS ACIN1 ACVR1C AIFM1 AIFM3 AKT1 APAF1 BAX BBC3 BCL2L1 BLCAP BNIP1 BOK CAPN10 CASP12 CASP2 CASP3 CASP4 CASP5 CASP6 CASP7 CASP8 CDK5RAP3 CECR2 CIDEA CIDEB CIDEC COLEC11 DEDD2 DFFA DFFB DICER1 DLC1 DNASE1L3 DNASE2 DNASE2B ENDOG ERN2 EXOG FAP FASLG FOXL2 FZD3 GCG GPER1 HSF1 HTRA2 IL6 KDM4A MADD MIR146A MIR30B NFKBIZ NMNAT1 NPR2 PAK2 PLSCR1 PTGIS RFFL RNF34 SHARPIN SIRT2 ST20 STK24 TAOK1 TOP2A TP53 TP53BP2 TRPC5 VPS54 XKR4 XKR5 XKR6 XKR7 XKR8 XKR9 ZC3H12A GOBP_EXIT_FROM_MITOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EXIT_FROM_MITOSIS ANLN CDC14A CDC14B CDC14C CDC23 CDCA5 CDKN1B CDKN1C CHMP2A CHMP4B CHMP7 CLASP1 CLASP2 CTDP1 EPS8 KNTC1 MAD2L1BP NEUROG1 NFIA NFIB NPM2 PHB2 PPP1R9B PPP2R2D RGCC RPL24 SIRT2 SIRT7 SPAST UBE2C UBE2S ZW10 GOBP_EXOCRINE_PANCREAS_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EXOCRINE_PANCREAS_DEVELOPMENT CELA1 IGF2 INSR PDX1 PTF1A SRP54 WLS GOBP_EXOCRINE_SYSTEM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EXOCRINE_SYSTEM_DEVELOPMENT BMP7 BTBD7 CELA1 CLCN2 DAG1 EDA EDAR EGFR ESRP2 FGF10 FGF7 FGF8 FGFR2 FOXC1 HGF IGF2 IGSF3 INSR LAMA1 LAMA5 NFIB NKX3-1 NRP1 NTN4 PAX6 PDGFA PDX1 PLXNA1 PLXND1 POLB PTF1A RAB26 SEMA3C SHH SNAI2 SOX10 SOX9 SRP54 TFCP2L1 TGFB1 TGFB2 TGFB3 TGM2 TNF TWSG1 WLS GOBP_EXOCYST_LOCALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EXOCYST_LOCALIZATION EXOC3 EXOC3L1 EXOC3L4 RALB TNFAIP2 GOBP_EXOCYTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EXOCYTIC_PROCESS BLOC1S6 BTK CFTR CPLX1 CPLX2 CPLX3 CTBP2 DOC2A DOC2B ERC2 EXOC1 EXOC2 EXOC3 EXOC4 EXOC5 EXOC6 EXOC6B EXOC7 EXOC8 GRIK5 KCNB1 LYN NAPA NAPB NLGN1 P2RX1 PLA2G3 PLEK PPFIA3 PRRT2 PSEN1 RAB12 RAB13 RAB3A RAB3B RAB3C RAB3D RAB44 RAB8A RAB8B RABEPK RALB RPH3A SCRIB SEPTIN5 SLC18A2 SNAP23 SNAP25 SNAP29 SNAP47 SNAPIN SNCA SNPH SNX4 SNX6 STX11 STX19 STX1A STX1B STX2 STX3 STXBP1 STXBP2 STXBP3 STXBP5 SV2A SYK SYNJ1 SYT1 SYT9 SYTL2 TPRG1L TRARG1 UNC13A UNC13B UNC13C VAMP2 VAMP3 VAMP7 VAMP8 VPS11 VPS18 VTI1B YKT6 GOBP_EXOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EXOCYTOSIS ABCA12 ABCC4 ADGRE2 ADORA2B ADRA2A ANK1 ANXA1 ANXA2 ANXA3 AP1G1 ARFGEF1 ARFGEF2 ARHGAP17 ARHGAP44 ARL8B ATP13A2 ATP2A2 ATP9A BAIAP3 BCR BLOC1S6 BRAF BRSK2 BTK C12orf4 CACNB4 CADPS CADPS2 CASK CBARP CBL CCL3 CCL5 CCL8 CCR1 CCR2 CD177 CD300A CD84 CDK16 CDK5 CDK5R2 CEACAM1 CFTR CHGA CHMP2A CHMP3 CHMP6 CLASP1 CLASP2 CLNK CLTRN COPS5 CORO1A CPLANE2 CPLX1 CPLX2 CPLX3 CPLX4 CRHBP CSPG5 CTBP2 DNAJC5 DOC2A DOC2B DTNBP1 DVL1 EQTN ERC2 EXOC1 EXOC2 EXOC3 EXOC3L1 EXOC3L2 EXOC3L4 EXOC4 EXOC5 EXOC6 EXOC6B EXOC7 EXOC8 EXPH5 F2RL1 FBXL20 FBXO45 FCER1A FCGR2B FCGR3A FER FES FGA FGB FGG FGR FMR1 FOXF1 GAB2 GATA1 GATA2 GCGR GIT1 GNAI2 GPR15LG GRIK5 GRP HAP1 HCK HGS HLA-F HTR1B HYAL3 IFNG IL13 IL13RA2 IL1RAPL1 IL4 IL4R ITGAM ITGB2 ITSN1 JAGN1 KCNB1 KIT KLRC2 KLRF2 LAMP1 LAT LAT2 LGALS9 LGI3 LIN7A LIN7B LIN7C LLGL1 LLGL2 LRRK2 LYN MIA3 MICAL1 MICAL3 MILR1 MRGPRX2 MYH9 MYO1G NAPA NAPB NCKAP1L NKD2 NKG7 NLGN1 NLRP5 NOTCH1 NR4A3 NSF OTOF P2RX1 P2RX7 P2RY1 P2RY4 PAK1 PCLO PDCD6IP PDPK1 PFN2 PIK3C2A PIK3CD PIK3CG PIP5K1C PLA2G3 PLEK PPFIA2 PPFIA3 PPP3CB PRAM1 PREPL PRKCB PRKCG PRKN PRRT2 PRSS12 PSEN1 PTAFR PTGDR PTGDS RAB10 RAB11A RAB11B RAB11FIP1 RAB11FIP2 RAB11FIP5 RAB12 RAB13 RAB15 RAB21 RAB25 RAB26 RAB27A RAB27B RAB2B RAB31 RAB33B RAB3A RAB3B RAB3C RAB3D RAB3GAP1 RAB3IL1 RAB3IP RAB44 RAB5A RAB7A RAB8A RAB8B RAB9A RABEPK RABGEF1 RAC2 RALA RALB RAP1A RAP1B RAP1BL RAPGEF4 RASGRP1 REST RIMS1 RIMS2 RIMS3 RIMS4 RPH3A RPH3AL S100A10 S100A13 SCAMP1 SCAMP5 SCIN SCN11A SCRIB SCRN1 SDC1 SDC4 SDCBP SDF4 SEPTIN1 SEPTIN2 SEPTIN4 SEPTIN5 SLC18A2 SLC4A8 SMCR8 SMPD3 SNAP23 SNAP25 SNAP29 SNAP47 SNAPIN SNCA SNF8 SNPH SNX19 SNX4 SNX6 SPHK2 SPI1 SRCIN1 STAM STEAP2 STX11 STX17 STX19 STX1A STX1B STX2 STX3 STX4 STXBP1 STXBP2 STXBP3 STXBP5 STXBP5L STXBP6 SV2A SV2B SV2C SYCN SYK SYN1 SYN2 SYNGR1 SYNGR2 SYNGR3 SYNJ1 SYP SYT1 SYT10 SYT11 SYT12 SYT13 SYT15 SYT17 SYT2 SYT3 SYT4 SYT5 SYT6 SYT7 SYT8 SYT9 SYTL1 SYTL2 SYTL3 SYTL4 SYTL5 TMED10 TMEM167A TMEM167B TMEM79 TNFAIP2 TPCN2 TPH1 TPRG1L TRAPPC11 TRARG1 TRIM72 TRPV6 TSG101 TSPAN18 TXLNA UNC13A UNC13B UNC13C UNC13D VAMP2 VAMP3 VAMP7 VAMP8 VPS11 VPS18 VPS4A VPS4B VSNL1 VTI1B WASH3P WASH6P WASHC1 WASHC3 WDR41 WIPF3 WNT7A YKT6 ZP3 ZP4 GOBP_EXONUCLEOLYTIC_CATABOLISM_OF_DEADENYLATED_MRNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EXONUCLEOLYTIC_CATABOLISM_OF_DEADENYLATED_MRNA CNOT6 CNOT7 CNOT8 DCP2 DCPS DIS3 EXOSC2 EXOSC3 EXOSC5 EXOSC7 EXOSC8 EXOSC9 NT5C3B GOBP_EXPLORATION_BEHAVIOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EXPLORATION_BEHAVIOR ABAT ABL2 AGTR2 APOE ATP1A2 ATXN3 BRINP1 CHL1 CRBN CRH DLG4 DPP4 EIF4A3 GAD1 GIP HTR1A ITGA3 JPH3 KMT2A LRRK2 LRRTM1 MYG1 NAGLU NDP NLGN2 NOG PENK PRKCE SLC4A10 TNR GOBP_EXPORT_ACROSS_PLASMA_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EXPORT_ACROSS_PLASMA_MEMBRANE ABCA1 ABCB1 ABCC1 ABCC4 ABCC5 ABCG2 ANO6 ATP12A ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP1B1 ATP1B2 ATP1B3 ATP2B1 ATP2B3 ATP4A ATP4B ATP7B CALM1 CALM2 CALM3 DLG1 FXYD1 FXYD2 GJA1 KCNA2 KCNA5 KCNB1 KCND3 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNH2 KCNIP2 KCNK18 KCNK5 KCNQ1 KCNT2 MIR1-1 MIR129-1 MIR133A1 MIR133B MIR185 MIR186 MIR21 MIR326 MIR34B MIR451A MIR495 MIR508 MIR873 MIR9-1 NPPA OSCP1 PDZK1 RALBP1 SLC15A2 SLC17A3 SLC22A18 SLC22A2 SLC22A5 SLC24A4 SLC27A1 SLC29A4 SLC30A1 SLC30A10 SLC30A4 SLC35G1 SLC38A5 SLC40A1 SLC47A1 SLC47A2 SLC4A4 SLC8A2 SLC9A1 TMEM163 WNK4 YWHAE GOBP_EXPORT_FROM_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EXPORT_FROM_CELL AACS ABAT ABCA1 ABCA12 ABCA3 ABCB1 ABCB11 ABCC1 ABCC2 ABCC4 ABCC5 ABCC8 ABCG1 ABCG2 ACHE ACSL4 ACVR1C ACVR2B ADAM8 ADAM9 ADCY5 ADCY8 ADCYAP1 ADGRE2 ADIPOQ ADORA1 ADORA2A ADORA2B ADORA3 ADRA2A ADRA2B ADRA2C ADTRP AGT AGTR1 AIMP1 ALOX5 ANG ANK1 ANKRD1 ANO1 ANO6 ANXA1 ANXA2 ANXA3 AP1B1 AP1G1 AP1M2 AP1S1 APBA1 APBB1 APBB3 APOE AQP1 ARF6 ARFGAP3 ARFGEF1 ARFGEF2 ARFIP1 ARHGAP17 ARHGAP44 ARL4D ARL8B ASIC1 ATP12A ATP13A2 ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP1B1 ATP1B2 ATP1B3 ATP2A2 ATP2B1 ATP2B3 ATP4A ATP4B ATP7B ATP9A AVP AVPR1A AXL BAD BAIAP3 BCR BGLAP BLK BLOC1S3 BLOC1S6 BMAL1 BMP2 BMP6 BMP8A BRAF BRSK1 BRSK2 BTK C12orf4 C1QTNF1 C1QTNF12 C1QTNF3 C1QTNF5 C2CD2L CACNB4 CADPS CADPS2 CALM1 CALM2 CALM3 CAMK2A CAMK2G CANX CAPN10 CARTPT CASK CASR CAVIN1 CBARP CBL CBLN1 CBLN4 CCDC186 CCKAR CCL3 CCL5 CCL8 CCN3 CCR1 CCR2 CD177 CD200 CD2AP CD300A CD33 CD38 CD84 CDK16 CDK5 CDK5R2 CEACAM1 CELA2A CFTR CGA CHD7 CHGA CHMP2A CHMP3 CHMP6 CHRM3 CHRNA3 CHRNA4 CHRNA6 CHRNA7 CHRNB2 CHRNB4 CKLF CLASP1 CLASP2 CLNK CLOCK CLTRN CNR1 COMP COPG1 COPG2 COPS5 CORO1A CPB2 CPE CPLANE2 CPLX1 CPLX2 CPLX3 CPLX4 CPT1A CREB1 CREB3L1 CRH CRHBP CRHR1 CRY1 CRY2 CSPG5 CTAGE1 CTAGE15 CTAGE4 CTAGE6 CTAGE8 CTAGE9 CTBP2 CXCL12 CYB5R4 CYP19A1 CYP51A1 DAB2 DLG1 DNAJC1 DNAJC5 DNM1L DOC2A DOC2B DPH3 DRD2 DRD3 DRD4 DTNBP1 DVL1 DYSF EDN1 EDN3 EDNRB EFNA5 EIPR1 ENG ENSA ENY2 EPHA5 EQTN ERC2 ERP29 EXOC1 EXOC2 EXOC3 EXOC3L1 EXOC3L2 EXOC3L4 EXOC4 EXOC5 EXOC6 EXOC6B EXOC7 EXOC8 EXPH5 F2 F2R F2RL1 F2RL2 FAM3B FAM3D FBXL20 FBXO45 FCER1A FCGR2B FCGR3A FER FER1L4 FER1L5 FES FFAR1 FFAR2 FFAR3 FFAR4 FGA FGB FGF10 FGF20 FGF23 FGF7 FGG FGR FKBP1B FMR1 FOXA2 FOXD1 FOXF1 FOXL2 FOXO1 FRMD4A FURIN FXYD1 FXYD2 FZD4 G6PC2 GAB2 GABBR1 GAL GALR1 GATA1 GATA2 GATA3 GCG GCGR GCK GDF9 GDNF GHRH GHRHR GHRL GHSR GIP GIPC1 GIPR GIT1 GJA1 GLP1R GLUD1 GNA11 GNAI2 GNAT1 GNAZ GNPTAB GNRHR GOLPH3 GOLPH3L GPER1 GPLD1 GPR119 GPR158 GPR15LG GPR27 GPR68 GRIK5 GRK2 GRM2 GRM4 GRM7 GRP GSDMD HADH HAP1 HCAR2 HCK HCRT HFE HGS HIF1A HLA-DRB1 HLA-F HMGCR HNF1A HNF1B HNF4A HRH3 HTR1A HTR1B HTR2A HTR2C HYAL3 IER3IP1 IFNG IGF1 IL11 IL12A IL12B IL13 IL13RA2 IL1A IL1B IL1RAPL1 IL1RN IL4 IL4R IL6 ILDR1 ILDR2 INHA INHBA INHBB INS IRS1 IRS2 ISL1 ITGAM ITGB2 ITPR1 ITSN1 JAGN1 JAK2 KCNA2 KCNA5 KCNB1 KCND3 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNH2 KCNIP2 KCNJ11 KCNJ8 KCNK18 KCNK5 KCNMB4 KCNN4 KCNQ1 KCNT2 KDM5B KIF5B KISS1 KIT KLF7 KLRC2 KLRF2 KMO KPNA4 KRT20 LAMP1 LAT LAT2 LEP LGALS9 LGI3 LIF LILRB1 LIN7A LIN7B LIN7C LLGL1 LLGL2 LRP5 LRRC8A LRRK2 LTBP2 LTBP4 LYN M6PR MAFA MAOB MAP2K6 MC4R MCTP1 MCTP2 MCU MECP2 MEF2C MERTK MIA2 MIA3 MICAL1 MICAL3 MIDN MIF MILR1 MIR1-1 MIR129-1 MIR133A1 MIR133B MIR146A MIR185 MIR186 MIR199A1 MIR199B MIR19A MIR19B1 MIR21 MIR29B1 MIR30C1 MIR326 MIR34B MIR451A MIR495 MIR508 MIR766 MIR873 MIR9-1 MIR93 MON1A MPC2 MRGPRX2 MTNR1B MTTP MYB MYH10 MYH9 MYO18A MYO19 MYO1G MYOF MYOM1 MYRIP NADK NAGPA NAPA NAPB NCKAP1L NDUFAF2 NECAB3 NEO1 NEUROD1 NF1 NIBAN2 NKD2 NKG7 NKX3-1 NKX6-1 NLGN1 NLGN2 NLRP5 NMB NNAT NOS2 NOTCH1 NPPA NPVF NPY5R NR0B2 NR1D1 NR1H2 NR1H3 NR1H4 NR4A1 NR4A3 NRXN1 NRXN2 NSF NTRK2 NTSR1 OLFM2 OPRK1 OPRM1 OR51E2 ORAI1 OSBP OSCP1 OSM OTOF OXTR P2RX1 P2RX4 P2RX7 P2RY1 P2RY4 P3H1 PAFAH1B1 PAK1 PARD6A PARK7 PASK PAX8 PCK2 PCLO PCSK1 PCSK5 PCSK6 PDCD6IP PDE8B PDIA4 PDPK1 PDX1 PDZD11 PDZK1 PER2 PFKFB2 PFKL PFKM PFN2 PICK1 PIK3C2A PIK3CD PIK3CG PIM3 PINK1 PIP5K1C PLA2G10 PLA2G1B PLA2G3 PLA2G4A PLA2G6 PLCB1 PLEK PNKD POMC PORCN PPARG PPFIA2 PPFIA3 PPIA PPID PPP3CA PPP3CB PPT1 PPY PRAM1 PREB PREPL PRF1 PRICKLE1 PRKACA PRKAR1A PRKCB PRKCE PRKCG PRKD1 PRKG1 PRKN PRRT2 PRSS12 PSEN1 PSMD9 PTAFR PTGDR PTGDS PTGES PTGS2 PTPN11 PTPN23 PTPRN PTPRN2 RAB10 RAB11A RAB11B RAB11FIP1 RAB11FIP2 RAB11FIP3 RAB11FIP5 RAB12 RAB13 RAB15 RAB1A RAB21 RAB25 RAB26 RAB27A RAB27B RAB2B RAB31 RAB33B RAB3A RAB3B RAB3C RAB3D RAB3GAP1 RAB3IL1 RAB3IP RAB44 RAB5A RAB7A RAB8A RAB8B RAB9A RABEPK RABGEF1 RAC2 RAF1 RALA RALB RALBP1 RAP1A RAP1B RAP1BL RAP1GDS1 RAPGEF4 RASGRP1 RASL10B RBM4 RBP4 RCN3 REN REST RETN RFX3 RFX6 RGCC RHBDD3 RHBDF1 RHBDF2 RIC1 RIMS1 RIMS2 RIMS3 RIMS4 RPH3A RPH3AL RSAD2 S100A10 S100A13 SAA1 SCAMP1 SCAMP5 SCG2 SCG5 SCIN SCN11A SCRIB SCRN1 SCT SDC1 SDC4 SDCBP SDF4 SDHD SEC24A SEL1L SELENOM SELENOT SEPTIN1 SEPTIN2 SEPTIN4 SEPTIN5 SERGEF SERP1 SERPINE2 SFRP1 SIDT2 SIRT3 SIRT4 SIRT6 SLC12A2 SLC15A2 SLC16A1 SLC16A10 SLC16A2 SLC17A3 SLC18A2 SLC18A3 SLC1A5 SLC22A18 SLC22A2 SLC22A5 SLC24A4 SLC25A22 SLC27A1 SLC29A4 SLC2A2 SLC30A1 SLC30A10 SLC30A4 SLC30A8 SLC32A1 SLC35G1 SLC38A2 SLC38A3 SLC38A5 SLC40A1 SLC44A4 SLC47A1 SLC47A2 SLC4A4 SLC4A8 SLC6A4 SLC8A2 SLC8B1 SLC9A1 SLC9B2 SMAD2 SMAD4 SMCR8 SMPD3 SNAP23 SNAP25 SNAP29 SNAP47 SNAPIN SNCA SNCAIP SNCG SNF8 SNPH SNX19 SNX4 SNX6 SOX11 SOX4 SPHK2 SPI1 SPINK1 SPP1 SRCIN1 SREBF1 SRI SSTR5 STAM STEAP2 STEAP3 STX11 STX17 STX19 STX1A STX1B STX2 STX3 STX4 STXBP1 STXBP2 STXBP3 STXBP4 STXBP5 STXBP5L STXBP6 SUCNR1 SV2A SV2B SV2C SVBP SYBU SYCN SYK SYN1 SYN2 SYN3 SYNGR1 SYNGR2 SYNGR3 SYNJ1 SYP SYT1 SYT10 SYT11 SYT12 SYT13 SYT15 SYT17 SYT2 SYT3 SYT4 SYT5 SYT6 SYT7 SYT8 SYT9 SYTL1 SYTL2 SYTL3 SYTL4 SYTL5 TACR1 TACR2 TANGO2 TANGO6 TARDBP TBX3 TCF7L2 TCIRG1 TFAP2B TFR2 TGFB1 TGFB2 TGFB3 TGM2 TIAM1 TLR2 TLR4 TM7SF3 TMED10 TMED2 TMEM132A TMEM163 TMEM167A TMEM167B TMEM38B TMEM79 TMF1 TNF TNFAIP2 TNFRSF11A TNFRSF1A TNFRSF1B TNFSF11 TPCN2 TPH1 TPRG1L TRAPPC11 TRARG1 TREM2 TRH TRIM72 TRPM4 TRPV1 TRPV4 TRPV6 TSG101 TSPAN18 TSPO TTN TUNAR TVP23A TVP23B TVP23C TXLNA TYRO3 UBE2Q1 UCN UCN3 UCP2 UNC13A UNC13B UNC13C UNC13D UQCC2 USE1 VAMP2 VAMP3 VAMP7 VAMP8 VEGFC VGF VIP VPS11 VPS18 VPS35 VPS4A VPS4B VSNL1 VTI1B WASH3P WASH6P WASHC1 WASHC3 WDR41 WIPF3 WLS WNK4 WNT7A YKT6 YWHAE ZBED6 ZP3 ZP4 GOBP_EXTERNAL_ENCAPSULATING_STRUCTURE_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EXTERNAL_ENCAPSULATING_STRUCTURE_ORGANIZATION ABI3BP ABL1 ADAM10 ADAM15 ADAM8 ADAMTS1 ADAMTS10 ADAMTS12 ADAMTS13 ADAMTS14 ADAMTS15 ADAMTS16 ADAMTS17 ADAMTS18 ADAMTS19 ADAMTS2 ADAMTS20 ADAMTS3 ADAMTS4 ADAMTS5 ADAMTS6 ADAMTS7 ADAMTS8 ADAMTS9 ADAMTSL1 ADAMTSL2 ADAMTSL3 ADAMTSL4 ADAMTSL5 ADTRP AEBP1 AGT ANGPTL7 ANTXR1 ANXA2 APLP1 APP ATP7A ATXN1L AXIN2 B4GALT1 BCL3 BMP1 BMP2 C6orf15 CAPG CARMIL2 CAV1 CAV2 CCDC80 CCN1 CFLAR CHADL CLASP1 CLASP2 CMA1 COL10A1 COL11A1 COL11A2 COL12A1 COL13A1 COL14A1 COL15A1 COL16A1 COL17A1 COL18A1 COL19A1 COL1A1 COL1A2 COL22A1 COL23A1 COL24A1 COL27A1 COL28A1 COL2A1 COL3A1 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 COL5A1 COL5A2 COL5A3 COL7A1 COL8A1 COL8A2 COL9A1 COL9A2 COL9A3 COLGALT1 COLGALT2 COLQ COMP CPB2 CREB3L1 CRISPLD2 CRTAP CSGALNACT1 CST3 CTSG CTSK CTSS CTSV CYP1B1 DAG1 DDR1 DDR2 DMP1 DNAJB6 DPP4 DPT ECM2 EFEMP2 EGFL6 EGFLAM ELANE ELF3 ELN EMILIN1 ENG ERCC2 ERO1A EXOC8 EXT1 FAP FBLN1 FBLN5 FERMT1 FGFR4 FKBP10 FLOT1 FLRT2 FMOD FOXC1 FOXC2 FOXF1 FOXF2 FSCN1 FURIN GAS2 GAS6 GFAP GFOD2 GPM6B GREM1 GSN HAPLN2 HAS1 HAS2 HAS3 HMCN1 HPN HPSE2 HRNR HSD17B12 IBSP IER3IP1 IHH IL6 IMPG1 IMPG2 ITGA8 ITGB1 ITGB3 KAZALD1 KIF9 KLK4 KLK5 KLK7 LAMA1 LAMA2 LAMB1 LAMB2 LAMC1 LARGE1 LCP1 LOX LOXL1 LOXL2 LOXL3 LOXL4 LRP1 LUM MAD2L2 MANSC4 MARCOL MATN1 MATN2 MATN3 MATN4 MELTF MFAP4 MIA MIR27B MIR29B1 MIR9-1 MIR98 MMP1 MMP10 MMP11 MMP12 MMP13 MMP14 MMP15 MMP16 MMP17 MMP19 MMP2 MMP20 MMP21 MMP23B MMP24 MMP25 MMP26 MMP27 MMP28 MMP3 MMP7 MMP8 MMP9 MPV17 MPZL3 MYF5 MYH11 MYO1E NDNF NF1 NFKB2 NID1 NID2 NOTCH1 NOX1 NOXO1 NPHP3 NPHS1 NPNT NR2E1 NTN4 OLFML2A OLFML2B OPTC OTOL1 P3H4 P4HA1 PAPLN PBXIP1 PDGFRA PDPN PHLDB1 PHLDB2 PLG PLOD3 POMGNT1 POMT1 POMT2 POSTN PRDM5 PRDX4 PRICKLE1 PRSS1 PRSS2 PTX3 PXDN QSOX1 RAMP2 RB1 RECK RGCC RIC1 RIC8A RUNX1 RXFP1 SCX SERAC1 SERPINB5 SERPINF2 SERPINH1 SFRP2 SH3PXD2B SLC2A10 SLC39A8 SMAD3 SMOC1 SMOC2 SMPD3 SOX9 SPINK5 SPINT1 SPINT2 SPOCK2 ST7 SULF1 SULF2 TCF15 TGFB1 TGFB2 TGFBI TGFBR1 TGM1 THSD4 TIE1 TLL1 TLL2 TMEM38B TMPRSS6 TNF TNFRSF11B TNFRSF1A TNFRSF1B TNR TNXB TPSAB1 VHL VIPAS39 VIT VPS33B VTN VWA1 WASHC1 WDR72 WNT3A WT1 ZNF469 GOBP_EXTRACELLULAR_EXOSOME_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EXTRACELLULAR_EXOSOME_ASSEMBLY CD34 PDCD6IP SDC1 SDC4 SDCBP STAM TSG101 GOBP_EXTRACELLULAR_MATRIX_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EXTRACELLULAR_MATRIX_ASSEMBLY AGT ANTXR1 ATP7A CLASP1 CLASP2 COL1A2 COL3A1 DAG1 EFEMP2 ELN EMILIN1 FBLN5 FKBP10 GAS6 GPM6B HAPLN2 HAS1 HAS2 HAS3 IHH LOX MAD2L2 MFAP4 MIR27B MIR29B1 MIR9-1 MIR98 MYH11 NOTCH1 NTN4 PHLDB1 PHLDB2 PLOD3 PRICKLE1 PXDN QSOX1 RAMP2 RGCC SMAD3 SMPD3 SOX9 TGFB1 TGFBR1 THSD4 TIE1 TNXB GOBP_EXTRACELLULAR_MATRIX_CELL_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EXTRACELLULAR_MATRIX_CELL_SIGNALING FER FZD4 LRP5 NDP NTN4 GOBP_EXTRACELLULAR_MATRIX_CONSTITUENT_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EXTRACELLULAR_MATRIX_CONSTITUENT_SECRETION ADTRP BMP2 CPB2 CREB3L1 ENG IER3IP1 NOTCH1 PRICKLE1 RGCC RIC1 TMEM38B TNFRSF1A TNFRSF1B GOBP_EXTRACELLULAR_MATRIX_DISASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EXTRACELLULAR_MATRIX_DISASSEMBLY ADAM10 ADAM15 ADAM8 ADAMTS15 ADAMTS4 ADAMTS5 CAPG CARMIL2 CLASP1 CLASP2 CMA1 CST3 CTSG CTSK CTSS CTSV DDR1 DDR2 DPP4 ELANE EXOC8 FAP FGFR4 FLOT1 FSCN1 FURIN GSN HPN IL6 KIF9 KLK4 KLK5 KLK7 LAMC1 LCP1 LRP1 MELTF MIR98 MMP1 MMP10 MMP11 MMP12 MMP13 MMP14 MMP15 MMP19 MMP2 MMP20 MMP3 MMP7 MMP8 MMP9 NOXO1 PBXIP1 PDPN PLG PRSS1 PRSS2 SH3PXD2B TGFB1 TMPRSS6 TPSAB1 WASHC1 WDR72 GOBP_EXTRACELLULAR_REGULATION_OF_SIGNAL_TRANSDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EXTRACELLULAR_REGULATION_OF_SIGNAL_TRANSDUCTION CD46 CER1 DAND5 FBN1 FBN2 GREM1 GREM2 LRPAP1 LTBP1 MICOS10-NBL1 NBL1 NRROS ZNF653 GOBP_EXTRACELLULAR_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EXTRACELLULAR_TRANSPORT ADCY10 AQP4 ARRDC1 CABYR CCDC103 CCDC39 CCDC40 CFAP221 CFAP43 CFAP45 CFAP53 CFAP54 DAW1 DNAAF1 DNAAF11 DNAAF2 DNAAF4 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DPCD GAS8 JHY KATNIP KIF27 NEK10 NHERF1 NME5 NPHP3 ODAD3 ODAD4 OFD1 RFX3 ROPN1L RSPH4A SPA17 SPAG16 SPAG17 SPAG6 SPEF2 STK36 TSG101 TTLL1 WWP2 GOBP_EXTRACELLULAR_VESICLE_BIOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EXTRACELLULAR_VESICLE_BIOGENESIS ARRDC1 ARRDC4 ATP13A2 ATP9A CD34 CHMP2A CHMP3 CHMP6 COPS5 HGS IFNG PDCD6IP PRKN RAB11A RAB27A RAB7A SDC1 SDC4 SDCBP SMPD3 SNF8 STAM TSG101 VPS4A VPS4B GOBP_EXTRAEMBRYONIC_MEMBRANE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EXTRAEMBRYONIC_MEMBRANE_DEVELOPMENT ASCL2 BMP5 BMP7 DNAJB6 DNMT3L E2F7 E2F8 FZD5 HTRA1 MAP3K4 PAXIP1 TAF10 TMED2 GOBP_EXTRINSIC_APOPTOTIC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EXTRINSIC_APOPTOTIC_SIGNALING_PATHWAY ACVR1 ACVR1B AGT AGTR2 AKT1 AR ARHGEF2 ATF3 BAD BAG3 BAK1 BAX BCL10 BCL2 BCL2A1 BCL2L1 BCL2L10 BCL2L11 BCL2L12 BCL2L14 BCL2L2 BEX3 BID BIRC6 BLOC1S2 BMP4 BMP5 BMPR1B BOK BRCA1 C8orf44-SGK3 CASP10 CASP2 CASP8 CASP8AP2 CAV1 CD27 CD70 CFLAR CIB1 COL2A1 CRADD CSF2 CTNNA1 CTTN CX3CL1 CYLD DAB2IP DAPK1 DAXX DBH DDX3X DDX47 DEDD DEDD2 DELE1 DEPTOR DIABLO ERBB3 EYA1 EYA2 EYA3 EYA4 FADD FAF1 FAIM FAIM2 FAS FASLG FEM1B FGA FGB FGF10 FGFR1 FGFR3 FGG G0S2 GABARAP GATA1 GCLC GCLM GDNF GFRAL GPER1 GPX1 GSK3A GSK3B GSTP1 HGF HIPK1 HMGB2 HMOX1 HSPA1A HSPA1B HTRA2 HTT HYAL2 ICAM1 IFI27 IFI6 IFNG IGF1 IL12A IL19 IL1A IL1B IL2 IL33 IL4 IL6R IL7 INHBA ITGA6 ITGAV ITM2C ITPRIP JAK2 KITLG KRT18 KRT8 LGALS3 LMNA LTB LTBR MADD MAL MAP2K5 MAPK7 MCL1 MIR198 MIR221 MIR222 MKNK2 MLLT11 MOAP1 NDUFA13 NF1 NFKBIZ NGF NOL3 NOS3 NRP1 P2RX7 PAK2 PAK5 PARK7 PARP2 PDIA3 PDPK1 PEA15 PELI3 PF4 PHIP PIDD1 PIK3R1 PMAIP1 PML PPP1CA PPP2R1A PPP2R1B PRDX2 PSME3 PTEN PTPRC PYCARD RAF1 RB1CC1 RBCK1 RELA RET RFFL RIPK1 RNF34 RNF41 RPS6KB1 SCG2 SCRT2 SERPINE1 SFRP1 SFRP2 SGK3 SGPP1 SH3RF1 SIAH2 SIVA1 SKIL SMAD3 SNAI2 SORT1 SP100 SPI1 SRC SRPX STK3 STK4 STRADB STX4 TCF7L2 TERT TGFB1 TGFB2 TGFBR1 THBS1 TIMP3 TLR3 TLR4 TLR6 TMBIM1 TMC8 TNF TNFAIP3 TNFRSF10A TNFRSF10B TNFRSF10C TNFRSF12A TNFRSF1A TNFRSF1B TNFSF10 TNFSF12 TRADD TRAF1 TRAF2 UNC5B WWOX YAP1 ZC3HC1 ZDHHC3 ZMYND11 ZSWIM2 GOBP_EXTRINSIC_APOPTOTIC_SIGNALING_PATHWAY_VIA_DEATH_DOMAIN_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EXTRINSIC_APOPTOTIC_SIGNALING_PATHWAY_VIA_DEATH_DOMAIN_RECEPTORS ARHGEF2 ATF3 BAD BAG3 BAX BCL2 BCL2L1 BEX3 BID BLOC1S2 BMP5 BMPR1B BRCA1 CASP10 CASP8 CASP8AP2 CFLAR CRADD DAB2IP DAPK1 DAXX DDX3X DDX47 DEDD DEDD2 DELE1 DIABLO FADD FAF1 FAIM FAIM2 FASLG FEM1B FGA FGB FGG GABARAP GPX1 GSK3B HGF HMGB2 HMOX1 ICAM1 ITPRIP LGALS3 MADD MAL MIR221 MIR222 MOAP1 NF1 NGF NOS3 PARK7 PEA15 PIDD1 PIK3R1 PMAIP1 PTEN RAF1 RFFL RNF34 SCRT2 SERPINE1 SFRP1 SFRP2 SKIL SORT1 SP100 SPI1 STK3 STK4 STX4 THBS1 TIMP3 TMBIM1 TMC8 TNF TNFAIP3 TNFRSF10A TNFRSF10B TNFRSF10C TNFRSF1A TRADD ZDHHC3 ZSWIM2 GOBP_EYELID_DEVELOPMENT_IN_CAMERA_TYPE_EYE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EYELID_DEVELOPMENT_IN_CAMERA_TYPE_EYE EGFR GRHL3 HDAC1 HDAC2 INHBA OSR2 PRICKLE1 SOS1 SOX11 SRF STRA6 TFAP2A TWIST1 GOBP_EYE_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EYE_MORPHOGENESIS ABI2 AGTPBP1 AHI1 ALDH1A3 AQP1 AQP5 ATF4 ATP8A2 BAK1 BAX BBS4 BCAR3 BCL2 BMP4 BMP7 C12orf57 CABP4 CALB1 CDON CEP290 CITED2 CNTF COL5A1 COL5A2 COL8A1 COL8A2 CRB1 CRB2 CRYGB CTNNB1 DIO3 DLL1 DSCAM DZANK1 EFEMP1 EPHA2 EPHB1 EPHB2 FASLG FAT1 FAT3 FBN1 FBN2 FGF2 FJX1 FOXE3 FOXF2 FOXL2 FOXN4 FRS2 FSCN2 FZD5 GDF11 GLI3 GNAT1 GNAT2 GNGT1 HCN1 HIF1A HIPK1 HIPK2 HMGN1 IFT122 IFT172 IHH IMPG2 JAG1 KDM2B KDR LARGE1 LCTL LHX1 LRP5 MAN2A1 MEGF11 MEIS1 MFAP2 MFAP5 MFN2 MFRP MFSD2A MYO7A NAGLU NDP NECTIN1 NECTIN3 NF1 NIPBL NKD1 NOTCH1 NOTCH2 NR2E3 NRL NTRK2 OLFM3 PAX2 PAX6 PDE6C PHACTR4 PITX2 PITX3 PRDM1 PRKCI PROM1 PROX1 PTF1A PTPRM RARB RARG RBP4 RDH13 RHO RING1 ROM1 RORB RP1 RPE65 RPGRIP1 RPGRIP1L RS1 SDK1 SDK2 SHROOM2 SIX3 SKI SLC1A1 SOX1 SOX11 SOX8 SOX9 SP3 STAT3 STAU2 STRA6 TBC1D20 TBX2 TDRD7 TENM3 TFAP2A TFAP2B TH THRB THY1 TMEM215 TSKU TSPAN12 TTC8 TULP1 TWIST1 USH1C VAX2 VEGFA VHL VSX1 WNT16 WNT2 WNT2B WNT5A WNT9A YY1 ZEB1 ZHX2 GOBP_EYE_PHOTORECEPTOR_CELL_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EYE_PHOTORECEPTOR_CELL_DEVELOPMENT BBS4 CABP4 CEP290 CRB1 CRB2 DIO3 DZANK1 FSCN2 GNAT1 GNAT2 GNGT1 HCN1 MFRP MYO7A NAGLU NR2E3 NRL NTRK2 OLFM3 PAX6 PDE6C PRDM1 PRKCI RDH13 RORB RP1 RPGRIP1 RPGRIP1L TH THRB THY1 TULP1 USH1C VEGFA GOBP_EYE_PHOTORECEPTOR_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EYE_PHOTORECEPTOR_CELL_DIFFERENTIATION AGTPBP1 BBS4 CABP4 CEP290 CNTF CRB1 CRB2 DIO3 DSCAM DZANK1 FSCN2 GNAT1 GNAT2 GNGT1 HCN1 IHH MFRP MYO7A NAGLU NDP NKD1 NOTCH1 NR2E3 NRL NTRK2 OLFM3 PAX6 PDE6C PRDM1 PRKCI PROM1 RDH13 ROM1 RORB RP1 RPGRIP1 RPGRIP1L SDK2 SOX8 SOX9 STAT3 TH THRB THY1 TTC8 TULP1 USH1C VEGFA GOBP_EYE_PIGMENTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_EYE_PIGMENTATION ATP6AP2 GPR143 HPS4 IHH SPNS2 TYR VHL GOBP_FACE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FACE_DEVELOPMENT ALDH1A2 ALDH1A3 ANKRD11 ARID5B ASPH BBS4 BRAF CHD7 CLDN5 COL1A1 CRISPLD1 CRISPLD2 CSRNP1 DKK1 DLX5 EDNRA EP300 GRHL2 HOXB3 LEF1 MAP2K1 MAP2K2 MAPK1 MAPK3 MKKS MMP2 MSX1 MYH3 NIPBL NOG PAX9 PDGFRA PLEKHA1 PRICKLE1 PTPN11 RAB3GAP1 RAF1 RARA RARG RRAS SCX SGPL1 SKI SOX3 SRF STRA6 TBX1 TGFB3 TIPARP WNT5A ZFAND5 ZIC3 GOBP_FACE_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FACE_MORPHOGENESIS ANKRD11 ARID5B ASPH CLDN5 COL1A1 CRISPLD1 CRISPLD2 CSRNP1 DKK1 DLX5 EP300 LEF1 MMP2 MSX1 MYH3 NIPBL NOG PAX9 PDGFRA PLEKHA1 PRICKLE1 PTPN11 RAB3GAP1 RRAS SCX SGPL1 SKI STRA6 TBX1 TGFB3 TIPARP GOBP_FACIAL_NERVE_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FACIAL_NERVE_MORPHOGENESIS ADARB1 EGR2 HOXB1 HOXB2 NRP1 NRP2 PLXNA3 PLXNA4 SEMA3F SIX1 GOBP_FACIAL_NERVE_STRUCTURAL_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FACIAL_NERVE_STRUCTURAL_ORGANIZATION EGR2 HOXB1 HOXB2 NRP1 NRP2 PLXNA3 PLXNA4 SEMA3F GOBP_FACULTATIVE_HETEROCHROMATIN_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FACULTATIVE_HETEROCHROMATIN_FORMATION AICDA APOBEC1 ATF7IP ATF7IP2 BAZ2A BEND3 DNMT1 DNMT3A DYRK1A EHMT1 EZH2 HDAC1 HELLS JARID2 KDM1A KDM5A L3MBTL3 MACROH2A1 MBD2 MBD3 MBD3L1 MBD3L2 MBD3L2B MBD3L3 MBD3L4 MBD3L5 MORC2 MPHOSPH8 MYC PHF2 PHF8 PPHLN1 RESF1 RRP8 SAMD1 SETDB1 SETDB2 SIRT1 SIRT2 SMARCA5 SUV39H1 SUZ12 TASOR TET1 TEX15 TRIM28 ZNF304 GOBP_FARNESYL_DIPHOSPHATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FARNESYL_DIPHOSPHATE_METABOLIC_PROCESS FDFT1 FDPS GGPS1 HMGCS1 HMGCS2 PLPP6 GOBP_FAS_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FAS_SIGNALING_PATHWAY CASP8AP2 FAS MIR23A MIR27A SMAD5 SP100 TMBIM1 ZDHHC7 GOBP_FATTY_ACID_ALPHA_OXIDATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FATTY_ACID_ALPHA_OXIDATION HACL1 HAO1 HAO2 ILVBL PEX13 PHYH SLC25A17 SLC27A2 GOBP_FATTY_ACID_BETA_OXIDATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FATTY_ACID_BETA_OXIDATION ABCB11 ABCD1 ABCD2 ABCD3 ABCD4 ACAA1 ACAA2 ACACB ACAD10 ACAD11 ACADL ACADM ACADS ACADVL ACAT1 ACAT2 ACOT8 ACOX1 ACOX2 ACOX3 ACOXL ADIPOQ AKT1 AKT2 ALDH1L2 AMACR AUH BDH2 CNR1 CPT1A CPT1B CPT1C CPT2 CRAT CROT DECR1 DECR2 ECH1 ECHDC1 ECHDC2 ECHS1 ECI1 ECI2 EHHADH ETFA ETFB ETFBKMT ETFDH FABP1 GCDH HADH HADHA HADHB HSD17B10 HSD17B4 IRS1 IRS2 IVD LEP LONP2 MCAT MFSD2A MLYCD MTLN PEX2 PEX5 PEX7 PLIN5 PPARA PPARD SCP2 SESN2 SLC25A17 SLC27A2 TWIST1 TYSND1 GOBP_FATTY_ACID_BETA_OXIDATION_USING_ACYL_COA_DEHYDROGENASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FATTY_ACID_BETA_OXIDATION_USING_ACYL_COA_DEHYDROGENASE ACAD10 ACAD11 ACADL ACADM ACADS ACADVL ETFA ETFB ETFBKMT ETFDH GCDH IVD GOBP_FATTY_ACID_BETA_OXIDATION_USING_ACYL_COA_OXIDASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FATTY_ACID_BETA_OXIDATION_USING_ACYL_COA_OXIDASE ACAA1 ACOT8 ACOX1 ACOX2 ACOX3 ACOXL AMACR CRAT CROT DECR2 EHHADH SCP2 GOBP_FATTY_ACID_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FATTY_ACID_BIOSYNTHETIC_PROCESS ABCD1 ABCD2 ABCD3 ABHD1 ABHD2 ABHD3 ACACA ACACB ACADL ACADVL ACLY ACOT4 ACOT7 ACSBG1 ACSBG2 ACSF3 ACSM1 ACSM2A ACSM2B ACSM3 ACSM4 ACSM5 ACSM6 ACSS1 ACSS2 AKR1C3 ALOX12 ALOX12B ALOX15 ALOX15B ALOX5 ALOXE3 ANXA1 APOA4 APOA5 APOC1 APOC2 APOC3 ASAH2 AVP AVPR1A BRCA1 CBR1 CBR4 CD74 CEACAM1 CYP1A1 CYP1A2 CYP2C8 CYP2C9 CYP2D6 CYP2E1 CYP3A4 CYP7A1 DAGLB DCAF5 DECR2 DEGS1 EDN1 EDN2 EIF6 ELOVL1 ELOVL2 ELOVL3 ELOVL4 ELOVL5 ELOVL6 ELOVL7 ENSG00000205794 ERLIN1 ERLIN2 FA2H FABP5 FADS1 FADS2 FADS2B FADS3 FADS6 FASN GIP GPX4 GSTM1 GSTM2 GSTM4 GSTP1 HACD1 HACD2 HACD3 HACD4 HPGDS HSD17B12 HSD17B8 HTD2 IL1B INSIG1 INSIG2 KAT2B KLHL25 LIAS LIPC LIPG LPGAT1 LPL LTC4S MCAT MECR MGLL MID1IP1 MIF MIR132 MIR182 MIR185 MIR204 MIR30C1 MIR33A MIR342 MIR548P MIR766 MIR96 MLXIPL MLYCD NDUFAB1 NR1H2 NR1H3 OLAH OXSM PDK4 PECR PIBF1 PLA2G10 PLA2G1B PLA2G2C PLA2G3 PLA2G4A PLA2G4F PLP1 PNPLA8 PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 PRXL2B PTGDS PTGES PTGES2 PTGES3 PTGIS PTGS1 PTGS2 QKI RGN SCAP SCD SCD5 SIRT1 SIRT2 SLC45A3 TBXAS1 TECR TECRL THNSL2 TRIB3 UBR4 WDTC1 XBP1 GOBP_FATTY_ACID_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FATTY_ACID_CATABOLIC_PROCESS ABCB11 ABCD1 ABCD2 ABCD3 ABCD4 ABHD1 ABHD2 ABHD3 ACAA1 ACAA2 ACACB ACAD10 ACAD11 ACADL ACADM ACADS ACADVL ACAT1 ACAT2 ACOT8 ACOX1 ACOX2 ACOX3 ACOXL ADIPOQ ADTRP AIG1 AKT1 AKT2 ALDH1L2 AMACR AUH BDH2 CNR1 CPT1A CPT1B CPT1C CPT2 CRAT CROT CYP4A11 CYP4F12 CYP4F2 CYP4F3 DECR1 DECR2 ECH1 ECHDC1 ECHDC2 ECHS1 ECI1 ECI2 EHHADH ETFA ETFB ETFBKMT ETFDH FAAH FABP1 GCDH GLYATL2 HACL1 HADH HADHA HADHB HAO1 HAO2 HSD17B10 HSD17B4 ILVBL IRS1 IRS2 IVD LEP LONP2 LPIN1 LPIN2 LPIN3 MCAT MCEE MFSD2A MLYCD MTLN NUDT19 NUDT7 NUDT8 PCCA PCCB PCK1 PCK2 PEX13 PEX2 PEX5 PEX7 PHYH PLA2G15 PLIN5 PPARA PPARD SCP2 SESN2 SLC25A17 SLC27A2 SLC27A4 TWIST1 TYSND1 GOBP_FATTY_ACID_DERIVATIVE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FATTY_ACID_DERIVATIVE_BIOSYNTHETIC_PROCESS AACS ACACA ACAT1 ACSBG1 ACSBG2 ACSF3 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 ACSS3 ALOX12 ALOX15 ALOX15B ALOX5 AWAT1 AWAT2 ELOVL1 ELOVL2 ELOVL3 ELOVL4 ELOVL5 ELOVL6 ELOVL7 FAR1 FAR2 GCDH GGT1 GGT2P GGT3P GGT5 GGT6 GGT7 GGTA1 GGTLC1 GGTLC2 GGTLC3 HACD1 HACD2 HMGCL HMGCLL1 HMGCS2 HSD17B12 HTD2 PAM PPT1 PPT2 SLC25A1 SLC27A2 SLC27A5 TECR GOBP_FATTY_ACID_DERIVATIVE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FATTY_ACID_DERIVATIVE_CATABOLIC_PROCESS ABCD1 ABHD16A ACAT1 ACOT7 CYP4A11 CYP4F12 CYP4F2 CYP4F3 DPEP1 DPEP2 FITM2 HPGD LYPLA2 NUDT19 NUDT7 NUDT8 OXCT1 OXCT2 GOBP_FATTY_ACID_DERIVATIVE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FATTY_ACID_DERIVATIVE_METABOLIC_PROCESS AACS ABCD1 ABHD16A ACACA ACAT1 ACOT7 ACSBG1 ACSBG2 ACSF3 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 ACSM2A ACSS3 ALDH3A2 ALOX12 ALOX15 ALOX15B ALOX5 AWAT1 AWAT2 CYP4A11 CYP4F12 CYP4F2 CYP4F3 DGAT1 DGAT2 DPEP1 DPEP2 ELOVL1 ELOVL2 ELOVL3 ELOVL4 ELOVL5 ELOVL6 ELOVL7 FAR1 FAR2 FITM2 GCDH GGT1 GGT2P GGT3P GGT5 GGT6 GGT7 GGTA1 GGTLC1 GGTLC2 GGTLC3 HACD1 HACD2 HMGCL HMGCLL1 HMGCS2 HPGD HSD17B12 HSD17B4 HTD2 LYPLA2 NUDT19 NUDT7 NUDT8 OXCT1 OXCT2 PAM PECR PPT1 PPT2 PTGR1 SLC25A1 SLC27A2 SLC27A5 TECR THEM5 TYRP1 GOBP_FATTY_ACID_ELONGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FATTY_ACID_ELONGATION ABCD1 ELOVL1 ELOVL2 ELOVL3 ELOVL4 ELOVL5 ELOVL6 ELOVL7 HACD1 HACD2 HACD3 HACD4 TECR GOBP_FATTY_ACID_ELONGATION_SATURATED_FATTY_ACID https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FATTY_ACID_ELONGATION_SATURATED_FATTY_ACID ELOVL1 ELOVL2 ELOVL3 ELOVL4 ELOVL5 ELOVL6 ELOVL7 GOBP_FATTY_ACID_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FATTY_ACID_HOMEOSTASIS ABCD1 ADORA1 APOE DGAT1 DGAT2 ENPP7 GOT1 GPAM INS MIR132 MLXIPL NR1H4 POLD1 PRKAA1 PRKAA2 SIRT1 XBP1 GOBP_FATTY_ACID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FATTY_ACID_METABOLIC_PROCESS AACS AASDH ABCB11 ABCD1 ABCD2 ABCD3 ABCD4 ABHD1 ABHD12 ABHD2 ABHD3 ABHD5 ABHD6 ACAA1 ACAA2 ACACA ACACB ACAD10 ACAD11 ACAD9 ACADL ACADM ACADS ACADSB ACADVL ACAT1 ACAT2 ACBD4 ACBD5 ACBD7 ACLY ACOT1 ACOT11 ACOT12 ACOT2 ACOT4 ACOT6 ACOT7 ACOT8 ACOX1 ACOX2 ACOX3 ACOXL ACSBG1 ACSBG2 ACSF2 ACSF3 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 ACSM1 ACSM2A ACSM2B ACSM3 ACSM4 ACSM5 ACSM6 ACSS1 ACSS2 ADH4 ADH5 ADH7 ADIPOQ ADIPOR1 ADIPOR2 ADTRP AIG1 AKR1B1 AKR1C1 AKR1C2 AKR1C3 AKR1C4 AKT1 AKT2 ALDH1L2 ALDH3A2 ALKBH7 ALOX12 ALOX12B ALOX15 ALOX15B ALOX5 ALOX5AP ALOXE3 AMACR ANGPTL3 ANKRD23 ANXA1 AOAH APOA4 APOA5 APOC1 APOC2 APOC3 APPL2 ASAH1 ASAH2 ATP6V1B1 AUH AVP AVPR1A AWAT1 BAAT BDH2 BRCA1 C3 CAV1 CBR1 CBR4 CD36 CD74 CEACAM1 CES1 CES2 CNR1 CPT1A CPT1B CPT1C CPT2 CRAT CROT CRYL1 CYGB CYP1A1 CYP1A2 CYP1B1 CYP2A13 CYP2A6 CYP2A7 CYP2B6 CYP2C18 CYP2C19 CYP2C8 CYP2C9 CYP2D6 CYP2D7 CYP2E1 CYP2F1 CYP2J2 CYP2S1 CYP2U1 CYP3A4 CYP4A11 CYP4A22 CYP4B1 CYP4F11 CYP4F12 CYP4F2 CYP4F3 CYP4F8 CYP4V2 CYP4Z1 CYP7A1 DAGLA DAGLB DBI DCAF5 DECR1 DECR2 DEGS1 ECH1 ECHDC1 ECHDC2 ECHDC3 ECHS1 ECI1 ECI2 EDN1 EDN2 EHHADH EIF6 ELOVL1 ELOVL2 ELOVL3 ELOVL4 ELOVL5 ELOVL6 ELOVL7 ENSG00000205794 EPHX1 ERFE ERLIN1 ERLIN2 ETFA ETFB ETFBKMT ETFDH FA2H FAAH FAAH2 FABP1 FABP2 FABP3 FABP5 FADS1 FADS2 FADS2B FADS3 FADS6 FASN FMO1 FMO2 FMO4 GCDH GGT1 GGT5 GHSR GIP GLYATL2 GNPAT GPAM GPAT2 GPAT4 GPX1 GPX4 GSTA1 GSTM1 GSTM2 GSTM4 GSTP1 HACD1 HACD2 HACD3 HACD4 HACL1 HADH HADHA HADHB HAO1 HAO2 HPGD HPGDS HSD17B10 HSD17B12 HSD17B4 HSD17B8 HTD2 IL1B ILVBL INS INSIG1 INSIG2 IRS1 IRS2 IVD KAT2B KLHL25 LEP LIAS LIPA LIPC LIPG LONP2 LPGAT1 LPIN1 LPIN2 LPIN3 LPL LTC4S LYPLA1 LYPLA2 MAPK14 MBLAC2 MCAT MCEE MECR MFSD2A MGLL MGST3 MID1IP1 MIF MIR132 MIR182 MIR185 MIR204 MIR30C1 MIR33A MIR342 MIR548P MIR766 MIR96 MLXIPL MLYCD MMUT MORC2 MSMO1 MTLN NAAA NCOR1 NDUFAB1 NR1H2 NR1H3 NR4A3 NUDT19 NUDT7 NUDT8 OLAH OXSM PANK2 PCCA PCCB PCK1 PCK2 PDK1 PDK2 PDK3 PDK4 PECR PEDS1 PER2 PEX13 PEX2 PEX5 PEX7 PHYH PIBF1 PLA2G10 PLA2G15 PLA2G1B PLA2G2C PLA2G2F PLA2G3 PLA2G4A PLA2G4B PLA2G4C PLA2G4D PLA2G4F PLA2G5 PLAA PLIN5 PLP1 PM20D1 PNPLA3 PNPLA8 PPARA PPARD PPARG PPARGC1A PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 PRKAR2B PRXL2B PTGDS PTGES PTGES2 PTGES3 PTGIS PTGR1 PTGR2 PTGR3 PTGS1 PTGS2 QKI RGN SCAP SCD SCD5 SCP2 SESN2 SGPL1 SIRT1 SIRT2 SIRT4 SLC22A13 SLC25A17 SLC27A1 SLC27A2 SLC27A3 SLC27A4 SLC27A5 SLC27A6 SLC45A3 SNCA SOX9 SREBF1 TBXAS1 TECR TECRL TH THEM4 THEM5 THNSL2 TNFRSF1A TNXB TREX1 TRIB3 TWIST1 TYRP1 TYSND1 UBR4 UCP3 UGT1A8 WDTC1 XBP1 GOBP_FATTY_ACID_OMEGA_OXIDATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FATTY_ACID_OMEGA_OXIDATION ADH4 ADH5 ADH7 CYP4F2 CYP4V2 GOBP_FATTY_ACID_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FATTY_ACID_TRANSMEMBRANE_TRANSPORT ABCD1 ABCD2 ABCD3 ABCD4 ACSL1 ACSL5 AKT1 AKT2 CD36 CPT1A CPT1B CPT2 IRS2 SLC22A9 SLC25A20 SLC27A1 SLC27A5 SLC2A1 SLC5A8 THBS1 GOBP_FATTY_ACID_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FATTY_ACID_TRANSPORT ABCC4 ABCD1 ABCD2 ABCD3 ABCD4 ACE ACSL1 ACSL3 ACSL5 AKT1 AKT2 ANXA1 APOE AVPR1B BDKRB2 CD36 CPT1A CPT1B CPT2 CRABP1 CRABP2 CROT CYP4A11 CYP4F2 DRD2 DRD3 DRD4 EDN1 EPRS1 ERFE FABP1 FABP12 FABP2 FABP3 FABP4 FABP5 FABP5P3 FABP6 FABP7 FABP9 FIS1 GOT2 IL1A IL1B IRS2 KCNJ8 LEP LHCGR LYPLA1 MAP2K6 MFSD2A MIF NMB NMUR2 NOS2 NTSR1 OC90 P2RX4 P2RX7 PLA2G10 PLA2G12A PLA2G12B PLA2G1B PLA2G2A PLA2G2C PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G4A PLA2G4F PLA2G5 PLA2R1 PLIN2 PMP2 PNPLA8 PPARA PPARD PPARG PROCA1 PTGES PTGS2 RBP1 RBP2 RBP5 RBP7 RPS6KB1 SLC22A1 SLC22A11 SLC22A2 SLC22A6 SLC22A7 SLC22A8 SLC22A9 SLC25A17 SLC25A20 SLC27A1 SLC27A2 SLC27A3 SLC27A4 SLC27A5 SLC27A6 SLC2A1 SLC43A3 SLC5A8 SLCO1B1 SLCO2A1 SLCO2B1 SLCO3A1 SLCO4A1 SPX SSTR4 SYK THBS1 TNFRSF11A TNFSF11 GOBP_FATTY_ACYL_COA_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FATTY_ACYL_COA_BIOSYNTHETIC_PROCESS ACACA ACAT1 ACSBG1 ACSBG2 ACSF3 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 ELOVL1 ELOVL2 ELOVL3 ELOVL4 ELOVL5 ELOVL6 ELOVL7 GCDH HACD1 HACD2 HSD17B12 HTD2 PPT1 PPT2 SLC25A1 SLC27A2 TECR GOBP_FATTY_ACYL_COA_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FATTY_ACYL_COA_CATABOLIC_PROCESS ABCD1 ACOT7 FITM2 NUDT19 NUDT7 NUDT8 GOBP_FATTY_ACYL_COA_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FATTY_ACYL_COA_METABOLIC_PROCESS ABCD1 ACACA ACAT1 ACOT7 ACSBG1 ACSBG2 ACSF3 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 ACSM2A DGAT1 DGAT2 ELOVL1 ELOVL2 ELOVL3 ELOVL4 ELOVL5 ELOVL6 ELOVL7 FAR1 FAR2 FITM2 GCDH HACD1 HACD2 HSD17B12 HSD17B4 HTD2 NUDT19 NUDT7 NUDT8 PPT1 PPT2 SLC25A1 SLC27A2 TECR THEM5 GOBP_FAT_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FAT_CELL_DIFFERENTIATION AAMDC ADGRF1 ADGRF5 ADIG ADIPOQ ADIRF ADRB1 ADRB2 ADRB3 AKT1 AKT2 ALDH6A1 ALOX5 ALOXE3 ANGPTL8 ANKRD26 ARID5B ARL4A ASXL1 ASXL2 ATAT1 ATF2 ATF5 AXIN1 AXIN2 BBS1 BBS12 BBS2 BBS4 BBS7 BBS9 BMAL1 BMP2 BMP7 BNIP3 BSCL2 C1QL4 C1QTNF3 CARM1 CBY1 CCDC3 CCDC85B CCN4 CCND1 CDS1 CEBPA CEBPB CEBPD CLIP3 CMKLR1 CNTN2 CREB1 CREBL2 CTBP1 CTBP2 DDIT3 DHRS7B DKKL1 DLK2 DUSP10 E2F1 EBF2 EGR2 ENPP1 EP300 ERAP1 ERO1A FABP3 FABP4 FAM120B FBXO9 FERMT2 FFAR2 FFAR4 FGF10 FLCN FNDC5 FOSL2 FOXO1 FRZB FTO GATA2 GDF10 GDF3 GDF6 GNB3 GPER1 GPS2 GPX1 GRK5 HDAC6 HES1 HMGA2 HNRNPU HTR2A HTR2C ID2 ID4 IL11 IL6 INHBB INS INSIG1 JAG1 JDP2 KCNJ8 KLF4 KLF5 LAMB3 LEP LMO3 LPL LRG1 LRP3 LRP5 LRRC8C MAFB MAPK14 MB MED1 MEDAG METRNL MEX3C MIR103A1 MIR106A MIR107 MIR128-1 MIR138-1 MIR17 MIR181A2 MIR21 MIR27A MIR27B MIR29B1 MIR448 MIR483 MIR548D1 MKKS MMP11 MSX2 NAPEPLD NIPBL NOC3L NOCT NPR2 NR1D1 NR4A1 NR4A2 NR4A3 NUDT7 OSBPL11 OSBPL8 PDGFRA PER2 PEX11A PIAS1 PID1 PIM1 PLAC8 PLCB1 PNPLA3 PPARD PPARG PPARGC1A PRDM16 PRLH PSMB8 PTGR3 PTGS2 PTPRQ RARRES2 RETN RETREG1 RGS2 RNASEL RORA RORC RREB1 RUNX1T1 SAV1 SDF4 SENP2 SFRP1 SFRP2 SH2B2 SIRT1 SIRT2 SIRT6 SIX1 SLC2A4 SLC39A13 SLC7A10 SMAD3 SMAD6 SNAI2 SOCS1 SOD2 SORT1 SOX13 SOX8 SREBF1 STEAP4 STK3 STK4 SULT1E1 SYAP1 TAF8 TBL1XR1 TCF7L2 TFAP2B TFE3 TGFB1 TGFB1I1 TLCD3B TMEM120A TMEM120B TMEM64 TNF TPH1 TRIB2 TRIB3 TRIM32 TRIO TRPM4 TRPV4 TTC8 UCP1 VSTM2A WDFY2 WIF1 WNT1 WNT10B WNT3A WNT5A WNT5B WWTR1 XBP1 YAP1 ZBTB16 ZBTB7A ZBTB7B ZBTB7C ZC3H12A ZFP36 ZFP36L1 ZFP36L2 ZFPM2 ZNF385A ZNF516 GOBP_FAT_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FAT_CELL_PROLIFERATION DIO3 E2F1 E2F3 FGF10 FTO LIPA PER2 PID1 PPARD SLC2A4 SQSTM1 TFDP1 TREM2 VSTM2A GOBP_FAT_PAD_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FAT_PAD_DEVELOPMENT ARID5B ARRDC3 BBS4 CASR DGAT2 FOSL2 TBL1XR1 UBB GOBP_FAT_SOLUBLE_VITAMIN_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FAT_SOLUBLE_VITAMIN_BIOSYNTHETIC_PROCESS BCO1 CYP27A1 CYP27B1 CYP2R1 CYP3A4 GFI1 IFNG NFKB1 PLTP SNAI1 SNAI2 TNF UBIAD1 GOBP_FAT_SOLUBLE_VITAMIN_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FAT_SOLUBLE_VITAMIN_CATABOLIC_PROCESS CYP24A1 CYP26A1 CYP26B1 CYP26C1 CYP27B1 CYP2W1 CYP3A4 CYP4F11 CYP4F12 CYP4F2 FGF23 GOBP_FAT_SOLUBLE_VITAMIN_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FAT_SOLUBLE_VITAMIN_METABOLIC_PROCESS AIFM2 ALDH1A2 BCO1 CBR1 CYP11A1 CYP1A1 CYP24A1 CYP26A1 CYP26B1 CYP26C1 CYP27A1 CYP27B1 CYP2R1 CYP2W1 CYP3A4 CYP4F11 CYP4F12 CYP4F2 FGF23 GC GFI1 GGCX IFNG LGMN LIPA LRAT LRP2 NFKB1 NPC1L1 NQO1 PIAS4 PLTP RBP1 RBP2 RLBP1 RPE65 SNAI1 SNAI2 TNF TTPA UBIAD1 UGT1A3 UGT1A4 VKORC1 VKORC1L1 GOBP_FC_EPSILON_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FC_EPSILON_RECEPTOR_SIGNALING_PATHWAY BTK FCER1A FCER1G FCER2 FER IKBKB LILRA4 LYN MAP2K4 MAP2K7 MAP3K1 MAP3K7 MAPK10 MAPK8 MAPK9 NR4A3 PLCG1 PLCG2 PRKCQ SOS1 SYK TRAF6 VAV1 VAV2 VAV3 GOBP_FC_GAMMA_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FC_GAMMA_RECEPTOR_SIGNALING_PATHWAY ABL1 APPL1 APPL2 CD247 CD47 CLEC4D CLEC4E FCER1G FCGR1A FCGR2B FCGR3A FGR FYN HCK LCK LIMK1 LYN MYO1G PAK1 PLA2G6 PLD2 PLPP4 PRKCD PRKCE PTK2 PTPRC PTPRJ SRC SYK VAV1 VAV2 VAV3 YES1 GOBP_FC_RECEPTOR_MEDIATED_INHIBITORY_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FC_RECEPTOR_MEDIATED_INHIBITORY_SIGNALING_PATHWAY LILRB1 LILRB2 LILRB4 LYN PSG9 GOBP_FC_RECEPTOR_MEDIATED_STIMULATORY_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FC_RECEPTOR_MEDIATED_STIMULATORY_SIGNALING_PATHWAY ABL1 APPL1 APPL2 CD226 CD47 CSK FCER1G FCGR2B FGR FYN HCK LIMK1 LYN MYO1G NR4A3 PAK1 PLA2G6 PLD2 PLPP4 PLSCR1 PRKCD PRKCE PTK2 PTPRC PTPRJ RABGEF1 SRC SYK VAV1 VAV2 VAV3 YES1 GOBP_FC_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FC_RECEPTOR_SIGNALING_PATHWAY ABL1 APPL1 APPL2 BTK CD200R1 CD247 CD47 CLEC4D CLEC4E FCER1A FCER1G FCER2 FCGR1A FCGR1BP FCGR2B FCGR3A FER FGR FYN HCK IKBKB KIT LCK LILRA4 LIMK1 LYN MAP2K4 MAP2K7 MAP3K1 MAP3K7 MAPK10 MAPK8 MAPK9 MYO1G NR4A3 PAK1 PIGR PLA2G6 PLCG1 PLCG2 PLD2 PLPP4 PRKCD PRKCE PRKCQ PTK2 PTPRC PTPRJ SOS1 SRC SYK TRAF6 VAV1 VAV2 VAV3 YES1 GOBP_FEAR_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FEAR_RESPONSE ADRA2A ADRB1 ALS2 APOE ASIC1 ASIC4 ATP1A2 BCL2 BRINP1 CRHR1 DBH DPP4 DRD1 DRD4 EIF4E EIF4G1 EPHB2 EXT1 FBXL20 GABRA5 GNG7 GRIK2 GRM7 GRP GRPR HTR1A HTR2C LARGE1 LYPD1 MAPK8IP2 MDK MECP2 MEF2C MORC1 NEUROD2 NPAS2 NR2E1 PDE8B PENK PRKAR1B RAG1 RPS6KB1 SLC1A1 UCN USP46 VDAC1 GOBP_FEEDING_BEHAVIOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FEEDING_BEHAVIOR ACE ACE2 ADM2 ADORA2A ADRB3 AGRP APLN APP ASIP ATP8A2 BBIP1 BBS12 BRS3 BSX CALCA CARTPT CCK CFAP20 CNR1 CNTFR CNTN2 CPT1A DACH1 DERL2 DMBX1 DRD1 DRD2 EIF2AK4 EN1 FOS FYN GAL GALR2 GALR3 GCG GDF15 GFRAL GHRL GHSR GIGYF2 GLS GNB3 GPR171 GPR83 HAND2 HCRT HCRTR1 HCRTR2 HELT HTR1B HTR2C IAPP INS INSL5 LEP LEPR MC1R MC3R MC4R MCHR1 MMP17 MRAP2 NEGR1 NMU NMUR2 NPB NPSR1 NPW NPY NPY1R NPY5R NR4A3 NTRK2 OPRD1 OPRK1 OPRL1 OXTR P2RY1 PEX13 PMCH POU4F1 PPY PRLH PRLHR PYY PYY3 QRFP REN RETN RMI1 RXFP4 SGIP1 SLC24A4 STAT3 STRA6 TACR1 TACR3 TBR1 TH TMEM18 TRH TTC21B UBE2Q1 UBR3 UCHL1 UCN USP46 GOBP_FEMALE_GAMETE_GENERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FEMALE_GAMETE_GENERATION ADAMTS1 AFP AKT1 AMH ANG ASPM ATM AURKA BCL2 BCL2L10 BMP15 BMPR1B BNC1 BRCA2 BRME1 C14orf39 CCNB2 CDC25B CGB3 CGB7 CTNNB1 DCAF13 DDB1 DDX20 DIAPH2 DMC1 DMRT1 EDN1 EDNRA EHMT2 ERCC1 EREG ETV6 FBXO5 FIGLA FMN2 FOSL1 FOXL2 FSHB FSHR FUT6 GAS2 GDF9 GPR149 H3-3A H3-3B HEXB HORMAD1 HPGD HROB HSF2BP IGF1 IHH IHO1 IMMP2L INHBA INHBB INSL3 KASH5 KMT2D LEP LGR5 M1AP MAJIN MARF1 MASTL MCM8 MCM9 MDK MEI4 MEIKIN MEIOB MEIOC MEIOSIN METTL3 MLH1 MLH3 MMP2 MSH4 NANOS1 NANOS2 NANOS3 NCAPH NCAPH2 NDC80 NOBOX NOS3 NPM2 NPPC NPR2 NRIP1 OOSP2 ORC4 PANX1 PAQR5 PAQR7 PAQR8 PARN PDE3A PDE5A PGR PIWIL2 PLD6 PLK1 PPP2R1A PRDM9 PTEN PTK2B PTN PTX3 RBM46 REC8 RPS6 RPS6KA2 RXFP2 SEBOX SEPTIN1 SHB SIRT1 SIRT2 SOHLH1 SOHLH2 SOS1 SPDYA SPIRE1 SPIRE2 SPO11 SRC STRA8 SYCP2 TAF4B TDRD1 TDRD5 TDRD6 TDRD7 TDRKH TERB2 TNFAIP6 TOB2 TOP2A TRIM75 TRIP13 TTK TUBB8 TUT4 TUT7 UBB USP9X WASHC5 WDR77 WEE2 WNT4 YBX2 YTHDC1 YTHDC2 YTHDF2 ZAR1 ZAR1L ZFX ZGLP1 ZMIZ1 ZNF830 ZP3 GOBP_FEMALE_GENITALIA_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FEMALE_GENITALIA_DEVELOPMENT AXL BAK1 BAX CHD7 CYP19A1 ESR1 FGF10 LHX1 LRP2 MERTK NPR2 RBP4 SRD5A1 SRD5A2 STRA6 TBX3 TP63 TYRO3 WNT5A GOBP_FEMALE_MEIOSIS_CHROMOSOME_SEGREGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FEMALE_MEIOSIS_CHROMOSOME_SEGREGATION MEIKIN MLH1 NCAPH NCAPH2 PLK1 TTK GOBP_FEMALE_MEIOSIS_I https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FEMALE_MEIOSIS_I AURKA BRME1 CCNB2 CDC25B FBXO5 HSF2BP MEIOB MEIOC MLH3 NDC80 TRIM75 TRIP13 UBB GOBP_FEMALE_MEIOTIC_NUCLEAR_DIVISION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FEMALE_MEIOTIC_NUCLEAR_DIVISION ATM AURKA BRME1 CCNB2 CDC25B DCAF13 DDB1 EREG FBXO5 FMN2 HSF2BP MARF1 MASTL MEIKIN MEIOB MEIOC MLH1 MLH3 NCAPH NCAPH2 NDC80 ORC4 PLK1 PPP2R1A PTEN RBM46 SEPTIN1 SPIRE1 SPIRE2 SYCP2 TOP2A TRIM75 TRIP13 TTK TUBB8 UBB WASHC5 WEE2 GOBP_FEMALE_SEX_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FEMALE_SEX_DIFFERENTIATION A2M ADAMTS1 ADCYAP1R1 AFP AMH AMHR2 ANG ARID5B ATM AXL BAK1 BAX BCL2 BCL2L1 BMPR1B BRCA2 CASP2 CASP3 CCDC182 CEBPB CGA CHD7 CSMD1 CTNNA1 CYP19A1 DACH1 DACH2 DMC1 DMRTA1 EIF2B2 EIF2B4 EIF2B5 EREG ESR1 FANCA FANCG FGF10 FOXC1 FOXL2 FSHB FSHR FST FZD4 GAS2 GDF9 GNRH1 GPR149 HYAL3 IDH1 IMMP2L INHA INHBA INHBB INSR KDR KIT KITLG LEP LFNG LHCGR LHFPL2 LHX1 LHX8 LHX9 LRP2 MERTK MMP14 MMP2 MSH4 NOS3 NOTCH1 NPPC NPR2 NR2F2 NR5A1 NRIP1 NUP107 NUPR1 PCYT1B PDGFRA PGR PLEKHA1 PTPRN PTX3 RBP4 RETN ROBO2 SCAPER SFRP1 SGPL1 SIRT1 SLIT2 SLIT3 SMAD4 SOD1 SPO11 SRC SRD5A1 SRD5A2 STAT5B STRA6 TAF4 TBX3 TIPARP TNFAIP6 TP63 TYRO3 UBB UBE3A UMODL1 VEGFA VGF WNT4 WNT5A WT1 ZFP42 ZFPM2 ZFX ZNF830 ZP3 GOBP_FERMENTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FERMENTATION ACTN3 CAVIN3 MIR210 TIGAR TP53 GOBP_FERROPTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FERROPTOSIS AIFM2 GPX4 SLC39A7 SLC7A11 TMEM164 GOBP_FERTILIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FERTILIZATION AAAS ABHD2 ACR ACRBP ACTL7A ACTL9 ADAM18 ADAM2 ADAM20 ADAM21 ADAM32 ADCY3 AKAP3 AKAP4 ALDOA AP3B1 APOB AR ASH1L ASTL ATP1A4 ATP8B3 B4GALT1 BAX BBS1 BCL2L1 BPY2 BPY2B BPY2C BSPH1 C16orf92 CACNA1H CATSPER2 CCDC136 CCDC87 CCT2 CCT3 CCT4 CCT5 CCT7 CCT8 CD46 CD9 CDK1 CECR2 CFAP69 CLGN CLIC4 CRISP1 CRKL DAZ2 DCST1 DCST2 DEFB126 DKKL1 EHMT2 ELSPBP1 EQTN FAM170A FAM170B FCRL3 FCRL5 FETUB FNDC3A FOLR1 FOLR2 FOLR3 FOXL2 FREY1 FUT10 GARIN1B GLIPR1L1 GLRA1 GLRB GNPDA1 H3-3A H3-3B HEXB HOXA10 HOXA11 HOXA9 HOXD10 HOXD9 HSPA1L HYAL3 IFTAP IGSF8 INTS13 IQCF1 IRAG2 IZUMO1 IZUMO1R KDM5B KLHL10 KLK14 LCN6 LHFPL2 LLCFC1 LY6K LYZL4 LYZL6 MAEL MEIOB MFGE8 MST1R MYH9 NECTIN2 NECTIN3 NELL2 NLRP5 NOX5 NPM2 NPR2 NR2F2 OR10J1 OR1D2 OVCH2 OVGP1 PAEP PARK7 PCSK4 PITHD1 PKDREJ PLA2G10 PLAT PLB1 PLCB1 PLCD4 PLCZ1 PPP3R2 PRDM14 PRDM9 PRND PRSS37 PRSS55 RAB3A REC8 RIMBP3 RIMBP3B RIMBP3C RIMS1 RNASE10 ROPN1B SERPINA10 SERPINA5 SLC22A16 SLC9B1 SLIRP SMAD4 SMCP SNU13 SPA17 SPACA3 SPACA4 SPACA5 SPACA5B SPACA6 SPACA7 SPAG1 SPAG8 SPAM1 SPATA22 SPATA46 SPESP1 SPINK1 SPINK13 SPPL2C SPTBN4 STX2 STXBP1 SYCP2 SYT6 TCP1 TDRD12 TDRD9 TDRKH TEX101 TEX11 TMEM95 TMPRSS12 TNP1 TNP2 TRIM36 TRPC3 TRPC6 TRPC7 TSSK4 TUBGCP3 UBAP2L UBE2Q1 UBE3A UBXN8 UMODL1 UNC13B VDAC2 WBP2NL WDR48 WEE2 XKRY YBX3 ZAN ZFX ZP1 ZP2 ZP3 ZP4 ZPBP ZPBP2 GOBP_FEVER_GENERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FEVER_GENERATION CNR1 EDNRB IL1A IL1B PTGER3 PTGES PTGS2 TNF TNFRSF11A TNFSF11 TRPV1 GOBP_FIBRINOLYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FIBRINOLYSIS ANXA2 APOH CPB2 F11 F12 F2 FAP FGA FGB FGG GP1BA HRG KLKB1 KRT1 PLAT PLAU PLAUR PLG PROS1 SERPINB2 SERPINE1 SERPINF2 SERPING1 THBD THBS1 USF1 VTN GOBP_FIBROBLAST_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FIBROBLAST_ACTIVATION ACTA2 AKAP12 CYGB DDR2 GCLC GCLM IL17A IL17RA LEP MDM2 MYB RGCC RPS6KA1 ULK3 ZEB2 GOBP_FIBROBLAST_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FIBROBLAST_APOPTOTIC_PROCESS API5 BAK1 BCL2L11 BID BTG1 CASP3 CASP7 CASP9 CFDP1 CHD8 CUL3 GAS6 IER3IP1 MIR181B1 MIR24-1 MYC NUPR1 PIK3CA PIK3CG PRDM11 SFRP1 STK17A STK17B TP53 TP63 XRCC2 GOBP_FIBROBLAST_GROWTH_FACTOR_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FIBROBLAST_GROWTH_FACTOR_PRODUCTION AIF1 HEG1 MIR152 MIR195 MIR205 PTGS2 RGCC ROCK2 WNT11 GOBP_FIBROBLAST_GROWTH_FACTOR_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FIBROBLAST_GROWTH_FACTOR_RECEPTOR_SIGNALING_PATHWAY APLN CCN2 CEP57 CHURC1 CREB3L1 CRKL CTNNB1 DSTYK EXT1 FAM20C FGF1 FGF10 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFBP1 FGFBP3 FGFR1 FGFR2 FGFR3 FGFR4 FGFRL1 FIBP FLRT1 FLRT2 FLRT3 FRS2 FRS3 FUZ GALNT3 GATA3 GPC1 GRB2 HHIP IQGAP1 KIF16B KL KLB LRIT3 MIR1-1 MIR146A MIR149 MIR16-1 MIR424 MIR503 MIR573 NDST1 NGFR NOG NPTN OTX2 PRDM14 PRKD2 PTPN11 RAB14 RUNX2 SETX SHCBP1 SHISA2 SHOC2 SMOC2 SOS1 SPRY1 SPRY2 SPRY3 SPRY4 SULF1 SULF2 TBX2 THBS1 TRIM71 WNT4 WNT5A GOBP_FIBROBLAST_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FIBROBLAST_MIGRATION ACTA2 AKAP12 AKT1 APPL1 APPL2 AQP1 ARHGAP4 ARHGEF7 ARID5B BAG4 BRAF CCN3 CD248 CLN3 CORO1C CYGB DDR2 DMTN FER FGF2 FUT8 GNA12 GNA13 HAS1 HYAL2 ILK IQGAP1 ITGB1 ITGB1BP1 ITGB3 LAMTOR2 MACIR MIR145 MTA2 NHERF1 PDLIM1 PIP5K1A PLEC PML PRKCE PRR5L PTK2 RAC1 RCC2 RFFL SDC4 SGPL1 TGFB1 THBS1 TMEM201 TNS1 WDPCP ZEB2 ZFAND5 GOBP_FIBROBLAST_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FIBROBLAST_PROLIFERATION ABCC9 ABL1 AGT AQP1 B4GALT7 BAX BMI1 BRK1 BTC C1QL4 CAV1 CCNA2 CCNB1 CD248 CD300A CD74 CDC6 CDC73 CDK1 CDK4 CDK6 CDKN1A CKS1B CKS2 COL3A1 CTC1 CTNNB1 DAB2IP DACH1 DAZAP1 DDR2 DHX9 E2F1 E2F8 ECD EGFR EMD EREG ESR1 FBXO4 FGF10 FN1 FOSL2 FTH1 GAS6 GNG2 GPX1 GSTP1 HRAS IFI30 IGF1 IL13 INCA1 ING5 ITGB3 KAT2A KCNJ8 KMT2A LIF LIG4 LTA LZTS2 MED25 MED31 MIF MIR17 MIR494 MORC3 MORF4L1 MYB MYC NDUFS4 NF1 NGFR NLRC3 NUPR1 PARP10 PAWR PDGFA PDGFB PDGFC PDGFD PDGFRA PEX2 PLA2G1B PLA2G2C PML PRDX1 PTGES3 RNASEH2B RRN3 S100A6 SFRP1 SIRT6 SKI SOD2 SPHK1 TP53 TP53INP1 TRIM32 VEGFD WNT1 WNT2 WNT5A WNT7B ZMIZ1 ZMPSTE24 GOBP_FILOPODIUM_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FILOPODIUM_ASSEMBLY ABITRAM AGRN ARAP1 ARF6 ARHGAP44 ARHGEF4 CAPZB CCL21 CCR7 CDC42 CLN3 DAAM2 DMTN DNM3 DOCK11 DPYSL3 EPHB2 EZR FGD1 FGD2 FGD3 FGD4 FGD5 FGD6 FMNL3 FMR1 FNBP1L FSCN1 FXR1 FXR2 GAP43 GPM6A ITGB4 MIEN1 MYO10 MYO3A MYO3B NEURL1 NLGN1 NRP1 PALM PIK3R1 PLPPR5 PPP1R16B PPP1R9B PRKCD RAB17 RAB3IP RAB5A RALA RHOQ RIPOR2 S1PR2 SH3BP1 SPAG6 SPATA13 SPEF1 SRF SRGAP2 SRGAP2C STAU2 TENM1 TENM2 TGFB3 TGFBR1 TRPM2 TTYH1 VSTM5 WASL ZMYND8 GOBP_FLAVIN_CONTAINING_COMPOUND_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FLAVIN_CONTAINING_COMPOUND_METABOLIC_PROCESS FLAD1 RFK SLC52A1 SLC52A2 SLC52A3 VCP GOBP_FLAVONE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FLAVONE_METABOLIC_PROCESS LCT UGT1A1 UGT1A10 UGT1A7 UGT1A8 UGT1A9 GOBP_FLAVONOID_GLUCURONIDATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FLAVONOID_GLUCURONIDATION UGT1A1 UGT1A3 UGT1A7 UGT1A8 UGT1A9 GOBP_FLAVONOID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FLAVONOID_METABOLIC_PROCESS CYP1A1 LCT SULT1A1 SULT1A3 SULT1A4 SULT1B1 SULT1C4 UGT1A1 UGT1A10 UGT1A3 UGT1A7 UGT1A8 UGT1A9 GOBP_FLOOR_PLATE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FLOOR_PLATE_DEVELOPMENT CBY1 CDK20 CHRD CLUAP1 COBL DZIP1L FERD3L FOXB1 GLI2 NODAL STIL GOBP_FLUID_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FLUID_TRANSPORT AHCYL1 AQP1 AQP10 AQP11 AQP12A AQP12B AQP2 AQP3 AQP4 AQP5 AQP6 AQP7 AQP7B AQP7P3 AQP8 AQP9 AVP CFTR CSF2 CTNS EDN1 EDNRB EXT1 EXT2 HAS2 HYAL2 INPP5K ITPR1 LARGE1 MIP MLLT6 NHERF4 PDPN SCNN1B SLC14A1 SLC26A6 SLC4A11 SLC5A1 UPK3A GOBP_FOAM_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FOAM_CELL_DIFFERENTIATION ABCA1 ABCA5 ABCG1 ADIPOQ AGT AGTR1 ALOX15B APOB CD36 CETP CRP CSF1 CSF2 EP300 IL18 ITGAV ITGB3 LPL MAPK9 MIR130B MIR185 MSR1 NFKB1 NFKBIA NR1H2 NR1H3 PF4 PLA2G10 PLA2G2A PLA2G3 PLA2G5 PPARA PPARG PRKCH SAMD1 SELENOK SOAT1 SOAT2 STAT1 TGFB1 WNT5A GOBP_FOCAL_ADHESION_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FOCAL_ADHESION_ASSEMBLY ABL1 ACTG1 ACTN1 ACTN2 ACTN3 ACVRL1 AJUBA APOD ARHGAP6 ARHGEF7 BCL2 BCR CAMSAP3 CDH11 CLASP1 CLASP2 COL16A1 CORO1C CORO2B CTTN DAPK3 DLC1 DMTN DUSP22 DUSP3 EFNA5 EPB41L5 EPHA3 FAM107A FERMT2 FMN1 GPM6B GREM1 HRG ITGA2 ITGB1BP1 KDR LDB1 LIMCH1 LIMS1 MACF1 MAP4K4 MMP14 MYOC NRP1 PEAK1 PHLDB2 PIP5K1A POLDIP2 PPM1F PTEN PTK2 PTK2B PTPRA PTPRJ PTPRK RAC1 RCC2 RHOA RHOD ROCK1 ROCK2 S100A10 SDC4 SFRP1 SLC9A1 SLK SMAD3 SORBS1 SRC STON1 TAOK2 TEK TESK2 THBS1 THSD1 THY1 TLN1 TRIP6 TSC1 VCL VEGFA WDPCP WHAMM WNT4 GOBP_FOLATE_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FOLATE_TRANSMEMBRANE_TRANSPORT ABCC5 LRP2 SLC19A1 SLC25A32 SLC46A1 GOBP_FOLIC_ACID_CONTAINING_COMPOUND_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FOLIC_ACID_CONTAINING_COMPOUND_BIOSYNTHETIC_PROCESS ATIC DHFR DHFR2 DHFRP1 FPGS GART GCH1 MTHFS GOBP_FOLIC_ACID_CONTAINING_COMPOUND_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FOLIC_ACID_CONTAINING_COMPOUND_METABOLIC_PROCESS ALDH1L2 ATIC DHFR DHFR2 DHFRP1 FOLH1 FOLR1 FPGS FTCD GART GCH1 GGH MTHFD1 MTHFD1L MTHFD2 MTHFD2L MTHFR MTHFS MTR MTRR PM20D2 SHMT1 SHMT2 SLC19A1 SLC25A32 SLC46A1 TYMS GOBP_FOLIC_ACID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FOLIC_ACID_METABOLIC_PROCESS ALDH1L2 DHFR DHFR2 DHFRP1 FOLR1 FPGS MTHFD2 MTHFD2L MTHFS MTRR PM20D2 SHMT1 SHMT2 SLC19A1 SLC25A32 SLC46A1 GOBP_FOLIC_ACID_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FOLIC_ACID_TRANSPORT ABCC5 FOLR1 FOLR2 FOLR3 LRP2 PDPN SLC19A1 SLC19A2 SLC25A32 SLC46A1 GOBP_FOLLICLE_STIMULATING_HORMONE_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FOLLICLE_STIMULATING_HORMONE_SECRETION CGA FOXL2 INHA INHBA INHBB LEP SMAD4 TBX3 GOBP_FOREBRAIN_CELL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FOREBRAIN_CELL_MIGRATION ADGRG1 ARL13B ARX AXL BMERB1 CCDC141 CDK5 CDK5R1 CDK5R2 CNTN2 COL3A1 CTNNB1 CXCL12 CXCR4 DAB1 DAB2IP DISC1 DIXDC1 DRD1 DRD2 EFHC1 EGFR EMX2 FBXO45 FEZF2 FGF13 FOXB1 FOXG1 FUT10 GLI3 HTR6 LAMB1 LHX6 LRP8 LRRK2 MBOAT7 MDGA1 NDEL1 NKX2-1 NR2E1 NRG3 OGDH P2RY12 PAFAH1B1 PEX13 PEX5 POU3F2 POU3F3 PSEN1 RELN RHOA ROBO1 RTN4 SLIT1 SLIT2 SLIT3 SRF SRGAP2 SRGAP2C SUN1 SUN2 SYNE2 TNR TYRO3 WDR47 ZMIZ1 GOBP_FOREBRAIN_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FOREBRAIN_DEVELOPMENT ADGRG1 AGTPBP1 AKIRIN2 AKNA ALDH1A2 ALDH1A3 ALK ANXA3 APAF1 APLP1 APP AQP1 ARHGAP11B ARHGAP35 ARL13B ARX ASCL1 ASPM ATAT1 ATF5 ATG16L1 ATIC ATOH1 ATP1A2 ATP1B2 ATP2B4 ATP7A ATRX AVPR1A AVPR2 AXL B2M BAX BBS1 BBS2 BBS4 BCAN BCL11B BMERB1 BMP2 BMP4 BMPR1A BNIP3 BTBD3 BTG2 C12orf57 C21orf91 CASP3 CCDC141 CCDC85C CCKAR CDH1 CDH2 CDK5 CDK5R1 CDK5R2 CDK6 CDON CEP120 CHD5 CHD7 CHRNB2 CNP CNTN2 CNTNAP2 COL3A1 CORO1C CREB1 CRK CRKL CSF1R CSNK2A2 CTNNB1 CXCL12 CXCR4 DAB1 DAB2IP DCLK1 DCLK2 DCT DISC1 DIXDC1 DKK1 DLC1 DLX1 DLX2 DLX5 DMRTA2 DNAH5 DNAJB1 DOCK7 DPCD DRAXIN DRD1 DRD2 DYNC2H1 E2F1 EFHC1 EFNA2 EGFR EIF2B5 ELAVL4 EMX1 EMX2 EOMES EPHA5 EPHB2 EPHB3 ERBB4 EXT1 EZH1 EZH2 FAT4 FBXO45 FEZ1 FEZF1 FEZF2 FGF10 FGF13 FGF2 FGF8 FGFR2 FLNA FOXB1 FOXG1 FOXP1 FOXP2 FRS2 FUT1 FUT10 FXR1 FXR2 FYN GART GATA2 GBX2 GDF7 GHRH GHRHR GLI1 GLI2 GLI3 GRIA1 GSC GSK3B GSX1 GSX2 H2AX HAP1 HDAC1 HERC1 HES1 HES5 HESX1 HIF1A HOOK3 HPRT1 HSD3B1 HSD3B2 HTR5A HTR6 HTRA2 ID2 ID4 IGF1R IGF2BP1 INHBA INHBB ISL1 ITGAM KAT2A KCNA1 KCNA2 KCNA3 KCNC1 KCNC2 KDM1A KDM2B KDM6B KIF14 KIF26A KIRREL3 KRAS LAMB1 LARGE1 LEF1 LHX1 LHX2 LHX3 LHX5 LHX6 LHX8 LMX1A LPAR1 LRP2 LRP8 LRRK2 MAS1 MBOAT7 MCPH1 MDGA1 MDK MECP2 METTL14 METTL3 MFSD2A MGARP MKKS MSX1 NARS1 NCOA1 NDE1 NDEL1 NDNF NDST1 NEFL NEUROD1 NEUROD6 NEUROG1 NEUROG2 NEUROG3 NF1 NF2 NFIB NHLH2 NIN NKX2-1 NKX2-6 NOG NOTCH1 NOTCH2NLA NOTCH2NLB NOTCH2NLC NOTCH3 NPY NR0B1 NR2E1 NR2F2 NR4A2 NRG3 NRP1 NRP2 NSUN5 NTRK2 NUMB NUMBL OGDH OLIG2 OPHN1 OTP OTX1 OTX2 OXTR P2RY12 PAFAH1B1 PALS1 PAX5 PAX6 PCDH9 PCM1 PCSK1 PEX13 PEX5 PGAP1 PHACTR1 PHLPP2 PITX1 PITX2 PLCB1 PLXNA1 PLXNA3 PLXNA4 POMGNT1 POMT2 POU1F1 POU3F1 POU3F2 POU3F3 POU4F1 PPP1R9B PRDM13 PRDM8 PRKG1 PROP1 PROX1 PSEN1 PTCHD1 PTEN PTPRS RAB3GAP1 RAC3 RAN RAPGEF2 RARA RARB RAX RBPJ RELN RFX4 RHOA ROBO1 ROBO2 RPGRIP1L RRM1 RTN4 RTN4R RTN4RL1 RYK SALL1 SCN2A SCN5A SCT SCYL2 SECISBP2 SEMA3A SEMA3E SEMA5A SEMA6B SEMA7A SETD2 SHANK3 SHH SIN3A SIX3 SKI SLC1A2 SLC2A1 SLC32A1 SLC38A2 SLC4A10 SLC6A3 SLC7A11 SLIT1 SLIT2 SLIT3 SLITRK5 SMO SOX1 SOX2 SOX3 SRC SRD5A1 SRD5A2 SRF SRGAP2 SRGAP2C SSTR1 SSTR2 SSTR3 SSTR4 STIL SUN1 SUN2 SYNE2 SZT2 TACC1 TACC2 TACC3 TAL2 TBR1 TBX19 TBX3 TCTN1 TH TMEM108 TMEM14B TNR TOP2B TOX TRA2B TRAPPC9 TSC1 TSKU TTC21B TTC8 TUBA1A TUBB2A TUBB2B TWSG1 TYRO3 TYROBP UBA6 UBB UCHL5 UNCX UQCRQ VAX2 WDR37 WDR47 WDR62 WDR89 WNT1 WNT2B WNT3A WNT4 WNT5A WNT7A WNT7B XRCC1 XRN2 YWHAE ZDHHC16 ZEB1 ZIC1 ZIC3 ZMIZ1 ZNF335 ZSWIM6 GOBP_FOREBRAIN_DORSAL_VENTRAL_PATTERN_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FOREBRAIN_DORSAL_VENTRAL_PATTERN_FORMATION FGF8 GLI3 GSX2 NKX2-1 PAX6 SIX3 TTC21B GOBP_FOREBRAIN_GENERATION_OF_NEURONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FOREBRAIN_GENERATION_OF_NEURONS ASCL1 ASPM ATP7A B2M BCL11B CSF1R DCLK2 DCT DISC1 DLX1 DLX2 FEZF2 FGF8 FGFR2 FOXG1 GATA2 GBX2 GLI3 HES1 HES5 INHBA LEF1 LHX5 LHX6 LHX8 METTL14 METTL3 NDNF NHLH2 NKX2-1 NR2E1 NRP1 NRP2 OGDH OTP PAX6 PLXNA1 PLXNA3 PROX1 RAPGEF2 RHOA SCYL2 SECISBP2 SEMA3E SHANK3 SLC4A10 SOX1 TBR1 UBB UQCRQ WNT3A ZMIZ1 ZSWIM6 GOBP_FOREBRAIN_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FOREBRAIN_MORPHOGENESIS FGF8 GDF7 GSX2 HESX1 NF1 OTX1 PROP1 PTEN SLIT1 SMO TUBA1A UCHL5 WNT5A GOBP_FOREBRAIN_NEUROBLAST_DIVISION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FOREBRAIN_NEUROBLAST_DIVISION ASPM DCT FGFR2 LEF1 WNT3A GOBP_FOREBRAIN_NEURON_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FOREBRAIN_NEURON_DEVELOPMENT ATP7A DCLK2 DISC1 FGF8 FGFR2 FOXG1 GBX2 LHX6 LHX8 NDNF NHLH2 NRP1 NRP2 OGDH PLXNA1 PLXNA3 RAPGEF2 SCYL2 SECISBP2 SEMA3E SLC4A10 SOX1 UBB UQCRQ ZMIZ1 GOBP_FOREBRAIN_NEURON_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FOREBRAIN_NEURON_DIFFERENTIATION ASCL1 ATP7A B2M BCL11B CSF1R DCLK2 DISC1 DLX1 DLX2 FEZF2 FGF8 FGFR2 FOXG1 GATA2 GBX2 HES1 HES5 INHBA LHX5 LHX6 LHX8 NDNF NHLH2 NKX2-1 NRP1 NRP2 OGDH OTP PAX6 PLXNA1 PLXNA3 PROX1 RAPGEF2 SCYL2 SECISBP2 SEMA3E SHANK3 SLC4A10 SOX1 TBR1 UBB UQCRQ ZMIZ1 ZSWIM6 GOBP_FOREBRAIN_NEURON_FATE_COMMITMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FOREBRAIN_NEURON_FATE_COMMITMENT ASCL1 BCL11B FEZF2 GATA2 NKX2-1 PAX6 TBR1 GOBP_FOREBRAIN_RADIAL_GLIAL_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FOREBRAIN_RADIAL_GLIAL_CELL_DIFFERENTIATION GLI3 HES1 HES5 LEF1 METTL14 METTL3 RHOA GOBP_FOREBRAIN_REGIONALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FOREBRAIN_REGIONALIZATION ADGRG1 BMP2 BMP4 DMRTA2 EMX1 EMX2 EOMES FEZF1 FEZF2 FGF8 GLI3 GSX2 LHX1 LHX2 NKX2-1 PAX6 PGAP1 SHH SIX3 TRA2B TTC21B WNT1 WNT2B WNT7B GOBP_FOREBRAIN_VENTRICULAR_ZONE_PROGENITOR_CELL_DIVISION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FOREBRAIN_VENTRICULAR_ZONE_PROGENITOR_CELL_DIVISION DCT DIXDC1 FGFR2 POU3F2 POU3F3 GOBP_FOREGUT_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FOREGUT_MORPHOGENESIS ACVR2B CTNNB1 EPB41L5 FOXF1 GATA4 NOTCH1 SHH SMAD2 SMAD3 SOX17 GOBP_FORELIMB_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FORELIMB_MORPHOGENESIS ALDH1A2 ALX3 ALX4 ATRX CACNA1C CRABP2 CTNNB1 EN1 FMN1 GDF5 HOXA11 HOXA13 HOXA9 HOXD10 HOXD9 IFT122 LNPK MSX1 MSX2 NIPBL OSR1 OSR2 RDH10 RECK RNF165 RPGRIP1L RSPO2 RUNX2 SHH SHOX2 TBX3 TBX5 TFAP2A TFAP2B TP63 TWIST1 VPS54 WNT3 WNT7A ZBTB16 ZNF358 GOBP_FORMATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FORMATE_METABOLIC_PROCESS AMDHD1 FTCD HAL MTHFD1L MTHFS UROC1 GOBP_FORMATION_OF_ANATOMICAL_BOUNDARY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FORMATION_OF_ANATOMICAL_BOUNDARY GDF3 NODAL NTF4 PAX6 SHH SMAD4 SSBP3 GOBP_FORMATION_OF_CYTOPLASMIC_TRANSLATION_INITIATION_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FORMATION_OF_CYTOPLASMIC_TRANSLATION_INITIATION_COMPLEX EIF2S2 EIF3A EIF3B EIF3C EIF3CL EIF3D EIF3E EIF3F EIF3G EIF3H EIF3I EIF3J EIF3K EIF3L EIF3M EIF5 GOBP_FORMATION_OF_EXTRACHROMOSOMAL_CIRCULAR_DNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FORMATION_OF_EXTRACHROMOSOMAL_CIRCULAR_DNA BLM DNA2 ERCC1 EXO1 NBN RTEL1 SLX1A SLX1B SLX4 SMARCAL1 TERF1 TERF2 WRN XRCC3 XRCC5 GOBP_FORMATION_OF_PRIMARY_GERM_LAYER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FORMATION_OF_PRIMARY_GERM_LAYER ACVR1 AHDC1 APELA ARMC5 ATOH8 AXIN1 BMP4 BMP7 BMPR1A BMPR2 CDC73 COL11A1 COL12A1 COL4A2 COL5A1 COL5A2 COL6A1 COL7A1 COL8A1 CRB2 CTNNB1 CTR9 DKK1 DUSP1 DUSP2 DUSP4 DUSP5 EOMES EPB41L5 EPHA2 ETS2 ETV2 EXOC4 EXT2 EYA1 EYA2 FGFR2 FN1 FOXC1 FOXC2 FOXF1 FZD7 GATA6 GJA1 GPI GRB2 HAND1 HMGA2 HNF1B HOXA11 HSBP1 INHBA ITGA2 ITGA3 ITGA4 ITGA5 ITGA7 ITGA8 ITGAV ITGB1 ITGB2 ITGB3 ITGB4 ITGB5 KDM6B KIF16B KLF4 LAMA3 LAMB1 LAMB3 LEF1 LEO1 LHX1 MACROH2A1 MAP2K1 MESP1 MESP2 MIR1-1 MIR145 MIR150 MIR200C MIXL1 MMP14 MMP15 MMP2 MMP8 MMP9 MSGN1 NANOG NF2 NODAL NOG NR0B1 PAF1 PAX2 POFUT2 POU5F1 PRKACA PRKAR1A RTF1 SCX SETD2 SFRP2 SIX2 SMAD1 SMAD2 SMAD3 SNAI1 SOX17 SOX2 SOX7 SRF TAF10 TAL1 TBX19 TBX20 TBX6 TBXT TLX2 TRIM15 TWSG1 TXNRD1 VTN WLS WNT11 WNT3 WNT3A WNT5A GOBP_FORMATION_OF_QUADRUPLE_SL_U4_U5_U6_SNRNP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FORMATION_OF_QUADRUPLE_SL_U4_U5_U6_SNRNP RNU4-1 RNU4-2 RNU5A-1 RNU5B-1 RNU5D-1 RNU5E-1 RNU5F-1 RNU6-1 RNU6-7 RNU6-9 GOBP_FORMATION_OF_TRANSLATION_PREINITIATION_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FORMATION_OF_TRANSLATION_PREINITIATION_COMPLEX DENR DHX29 EIF2D EIF2S2 EIF2S3 EIF2S3B EIF5 MCTS1 MCTS2 RPL13A GOBP_FREE_UBIQUITIN_CHAIN_POLYMERIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FREE_UBIQUITIN_CHAIN_POLYMERIZATION AMBRA1 PINK1 PRKN RNF135 TRIM32 TRIM6 UBE2C UBE2K UBE2S GOBP_FRUCTOSE_1_6_BISPHOSPHATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FRUCTOSE_1_6_BISPHOSPHATE_METABOLIC_PROCESS ALDOA ALDOB ALDOC FBP1 FBP2 IFNG PFKL PFKM PFKP GOBP_FRUCTOSE_2_6_BISPHOSPHATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FRUCTOSE_2_6_BISPHOSPHATE_METABOLIC_PROCESS PFKFB1 PFKFB2 PFKFB3 PFKFB4 TIGAR GOBP_FRUCTOSE_6_PHOSPHATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FRUCTOSE_6_PHOSPHATE_METABOLIC_PROCESS FBP1 FBP2 GFPT1 GFPT2 HK1 HK2 HK3 PFKL PFKM PFKP TALDO1 GOBP_FRUCTOSE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FRUCTOSE_METABOLIC_PROCESS AKR1B1 ALDOA ALDOB ALDOC FBP1 FBP2 GLYCTK KHK PFKFB1 PFKFB2 PFKFB3 PFKFB4 SORD TKFC GOBP_FRUCTOSE_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FRUCTOSE_TRANSMEMBRANE_TRANSPORT SLC26A5 SLC2A11 SLC2A2 SLC2A3 SLC2A5 SLC2A6 SLC2A7 SLC2A8 SLC2A9 SLC5A10 GOBP_FUCOSE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FUCOSE_CATABOLIC_PROCESS FUT1 FUT10 FUT2 FUT4 FUT5 FUT6 FUT7 FUT8 FUT9 GOBP_FUCOSE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FUCOSE_METABOLIC_PROCESS B3GLCT FPGT FUCA1 FUCA2 FUOM FUT1 FUT10 FUT2 FUT4 FUT5 FUT6 FUT7 FUT8 FUT9 POFUT1 POFUT2 GOBP_FUCOSYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FUCOSYLATION B3GLCT FUOM FUT1 FUT10 FUT11 FUT2 FUT3 FUT4 FUT5 FUT6 FUT7 FUT8 FUT9 POFUT1 POFUT2 SLC35C1 SLC35C2 GOBP_FUNGIFORM_PAPILLA_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FUNGIFORM_PAPILLA_DEVELOPMENT CTNNB1 HDAC1 HDAC2 SIX1 SIX4 WNT10B GOBP_FUNGIFORM_PAPILLA_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FUNGIFORM_PAPILLA_MORPHOGENESIS CTNNB1 HDAC1 HDAC2 SIX1 SIX4 GOBP_FUSED_ANTRUM_STAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_FUSED_ANTRUM_STAGE BMPR1B EREG NPPC NPR2 PTX3 TNFAIP6 GOBP_G0_TO_G1_TRANSITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_G0_TO_G1_TRANSITION ACTB ACTL6A ACTL6B ARID1A ARID1B ARID2 BCL7A BCL7B BCL7C BRD7 CCNC CDK3 CDKN2B CHEK1 DAB2IP DPF1 DPF2 DPF3 DUX4 FOXO4 HLA-G MED1 MIR424 MIR503 PBRM1 PHF10 PPP2R5B RHNO1 RRM1 RRM2B SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SOX15 GOBP_G1_TO_G0_TRANSITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_G1_TO_G0_TRANSITION CAPN3 CDK5R1 CYP27B1 ECRG4 EZH2 GATA6 MYBBP1A PHGDH RNF112 RPL23 RRP8 SLC39A5 SMPD3 STK11 STRADA TP53 WDR6 ZBTB17 ZNF503 GOBP_G1_TO_G0_TRANSITION_INVOLVED_IN_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_G1_TO_G0_TRANSITION_INVOLVED_IN_CELL_DIFFERENTIATION CAPN3 CDK5R1 GATA6 RNF112 SLC39A5 ZNF503 GOBP_G2_MI_TRANSITION_OF_MEIOTIC_CELL_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_G2_MI_TRANSITION_OF_MEIOTIC_CELL_CYCLE CCNB2 CDC25A CDC25B CDC25C NDC80 PKMYT1 USP17L2 GOBP_GABAERGIC_NEURON_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GABAERGIC_NEURON_DIFFERENTIATION ARX ASCL1 BCL11B CNTN2 DLX1 DLX2 DRD1 DRD2 FEZF2 GATA2 GSX2 HELT INHBA LHX6 NKX2-1 PRDM13 RAC3 SHANK3 TLX3 ZSWIM6 GOBP_GALACTOLIPID_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GALACTOLIPID_BIOSYNTHETIC_PROCESS B3GALT1 B3GALT2 B4GALT3 FA2H GAL3ST1 UGT8 GOBP_GALACTOLIPID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GALACTOLIPID_METABOLIC_PROCESS B3GALT1 B3GALT2 B4GALT3 FA2H GAL3ST1 GALC GBA3 PNLIPRP2 UGT8 GOBP_GALACTOSE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GALACTOSE_CATABOLIC_PROCESS GALE GALK1 GALM GALT GLB1 GOBP_GALACTOSE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GALACTOSE_METABOLIC_PROCESS B4GALT1 CHST1 GALE GALK1 GALK2 GALM GALT GLB1 SLC35A2 GOBP_GALACTOSE_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GALACTOSE_TRANSMEMBRANE_TRANSPORT SLC2A10 SLC2A2 SLC2A3 SLC45A1 SLC5A1 GOBP_GAMETE_GENERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GAMETE_GENERATION ABHD2 ACE ACOX1 ACRBP ACRV1 ACSBG2 ACTL7A ACTL9 ACVR1 ACVR2A ADAD1 ADAD2 ADAM18 ADAM28 ADAM29 ADAMTS1 ADAMTS16 ADAMTS2 ADCY10 ADCYAP1R1 ADGB ADGRG2 ADIG AFF4 AFP AGFG1 AGO4 AKAP4 AKT1 ALKBH5 AMH ANG ANGPT2 ANKRD49 AP3B1 APOB AR ARID4A ARID4B ARMC12 ARMC2 ASF1B ASIP ASPM ASZ1 ATAT1 ATM ATN1 ATP1A4 ATP2B4 ATRX AURKA AXDND1 AXIN1 AXL AZIN2 B4GALNT1 BAG6 BAX BBS2 BBS4 BCAP31 BCL2 BCL2L1 BCL2L10 BCL2L11 BCL2L2 BCL6 BIRC3 BMAL1 BMP15 BMP4 BMPR1B BNC1 BOLL BPY2 BPY2B BPY2C BRCA2 BRD2 BRDT BRIP1 BRME1 BSPH1 BTBD18 C14orf39 C2CD6 C3orf62 C9orf24 CABS1 CABYR CADM1 CALR CALR3 CATSPER1 CATSPER2 CATSPER3 CATSPER4 CATSPERB CATSPERD CATSPERE CATSPERG CATSPERZ CCDC136 CCDC34 CCDC38 CCDC42 CCDC62 CCDC63 CCDC87 CCIN CCNA1 CCNB1IP1 CCNB2 CCNI CCNY CCR6 CDC25B CDC25C CDK16 CDKN1C CDY1 CDY1B CDY2A CDY2B CDYL CELF1 CELF3 CELF4 CEP131 CEP57 CETN2 CFAP157 CFAP206 CFAP221 CFAP43 CFAP44 CFAP47 CFAP54 CFAP58 CFAP65 CFAP69 CFAP73 CFAP91 CFAP97 CFAP97D1 CFTR CGB3 CGB7 CHD5 CIB1 CLDN11 CLOCK CNBD2 CNR1 CNTD1 COX7B2 CREB3L4 CREM CRKL CRTAP CSNK2A2 CT55 CTCF CTCFL CTDNEP1 CTNNB1 CUL4A CXADR CYLC1 CYLC2 CYP26B1 DAZ1 DAZ2 DAZ3 DAZ4 DAZAP1 DAZL DCAF13 DDB1 DDX20 DDX25 DDX3X DDX3Y DDX4 DEAF1 DEDD DEFB1 DEFB118 DHH DHX36 DIAPH2 DLD DLEC1 DMC1 DMRT1 DMRTA2 DMRTB1 DMRTC2 DNAH1 DNAJA1 DND1 DNHD1 DNMT3A DNMT3L DPCD DPY19L2 DPY19L2P2 DRC7 DUSP13 DZIP1 EDN1 EDNRA EFCAB9 EHMT2 EIF2S2 EIF4G3 EIF5A2 ELL3 ELSPBP1 EPC1 ERCC1 EREG ETV5 ETV6 FAM209A FAM209B FAM50A FAM9A FAM9B FAM9C FANCA FANCC FANCD2 FANCG FANCL FBXO5 FBXW11 FER FIGLA FIGNL1 FKBP6 FMN2 FNDC3A FOSL1 FOXA3 FOXC1 FOXJ1 FOXJ2 FOXJ3 FOXL2 FSHB FSHR FSIP2 FST FUT6 FXR1 GAL3ST1 GALNT3 GALNTL5 GAMT GARIN1A GARIN1B GAS2 GDF9 GGN GGNBP1 GGNBP2 GGT1 GHSR GJA1 GJA10 GJB3 GK2 GLI1 GMCL1 GMCL2 GORASP2 GPR149 GPX4 GTSF1 H1-1 H1-6 H1-7 H1-9P H2AX H2BC1 H3-3A H3-3B HERC2 HERC4 HERPUD2 HEXB HMGB2 HOATZ HOOK1 HORMAD1 HOXA10 HOXA11 HOXA9 HPGD HPGDS HROB HSF2 HSF2BP HSPA2 IFT20 IFT25 IFT27 IFT81 IFTAP IGF1 IGF2R IHH IHO1 IL1A IMMP2L ING2 INHBA INHBB INPP5B INSL3 IQCF1 IQCG IQCN ITGB1 JAG2 JAM2 JAM3 KASH5 KAT5 KATNAL1 KCTD19 KDM1B KDM2B KDM3A KHDRBS1 KIF18A KIT KLC3 KLHL10 KMT2D KNL1 KRT9 LARP7 LEP LGR4 LGR5 LHCGR LIMK2 LIN28A LRGUK LRRC8A LRRK2 LZTFL1 M1AP MAEL MAJIN MAK MARF1 MAS1 MAST2 MASTL MCM8 MCM9 MDK MEA1 MEI4 MEIG1 MEIKIN MEIOB MEIOC MEIOSIN MERTK METTL14 METTL3 MFSD14A MGAT4D MKKS MKRN2 MLH1 MLH3 MMP2 MNS1 MORC1 MORN2 MOV10L1 MROH2B MSH2 MSH4 MSH6 MTOR MYBL1 MYCBP MYCBPAP NANOS1 NANOS2 NANOS3 NCAPH NCAPH2 NDC1 NDC80 NDN NDRG3 NECTIN2 NEURL1 NKAPL NLRP14 NME5 NME8 NOBOX NODAL NOS3 NOTCH1 NPAP1 NPHP1 NPM2 NPPC NPR2 NR0B1 NR2C2 NR6A1 NRIP1 NSUN2 OAZ3 OCA2 ODAD3 ODF1 ODF2 ODF3 ODF4 OOSP2 OR7C1 ORC4 OSBP2 OVOL1 PACRG PAEP PAFAH1B1 PAFAH1B2 PAFAH1B3 PAIP2 PANK2 PANX1 PAQR5 PAQR7 PAQR8 PARN PARP11 PATZ1 PAX5 PCGF3 PCGF5 PCSK4 PCYT1B PDE3A PDE5A PDILT PFN4 PGAM2 PGM3 PGR PHC2 PIAS1 PICK1 PIK3CA PITHD1 PIWIL1 PIWIL2 PIWIL3 PIWIL4 PLA2G3 PLD6 PLEKHA1 PLK1 PLN PMCH PMFBP1 PNLDC1 POU4F2 PPP1CC PPP2R1A PRDM1 PRDM14 PRDM9 PRDX4 PRKACA PRKACG PRKAG1 PRKG1 PRM1 PRM2 PRM3 PRMT7 PROK2 PRSS21 PRSS37 PRSS42P PSMA8 PSME4 PTCH1 PTEN PTGDR2 PTGDS PTK2B PTN PTTG1 PTX3 PUM1 PYGO1 PYGO2 QKI RACGAP1 RAD23B RAD51C RAI14 RAN RARA RB1 RBM46 RBMY1B RBX1 REC8 RFX2 RGN RGS2 RHBDD1 RIMBP3 RIMBP3B RIMBP3C RNF114 RNF151 RNF17 RNF2 RNF8 ROPN1 ROPN1B ROPN1L ROS1 RPL10L RPL39L RPS6 RPS6KA2 RPS6KB1 RSPH1 RSPH6A RUVBL1 RXFP2 SBF1 SCAPER SEBOX SELENOF SEMG1 SEMG2 SEPTIN1 SEPTIN12 SEPTIN14 SEPTIN2 SEPTIN4 SEPTIN6 SEPTIN7 SERPINA5 SETX SFMBT1 SGPL1 SHB SHCBP1L SHISA6 SIAH1 SIRT1 SIRT2 SIX5 SKIL SLC19A2 SLC22A14 SLC22A16 SLC25A31 SLC26A3 SLC26A6 SLC26A8 SLC2A14 SLC4A2 SLC9A8 SLC9C1 SLCO4C1 SLIRP SMAD1 SMAD4 SMAD5 SMARCA2 SNRPA1 SOD1 SOHLH1 SOHLH2 SOS1 SOX17 SOX30 SOX8 SOX9 SPA17 SPACA1 SPACDR SPAG11B SPAG16 SPAG17 SPAG4 SPAG6 SPAG8 SPANXA1 SPANXA2 SPANXB1 SPATA16 SPATA19 SPATA2 SPATA20 SPATA22 SPATA24 SPATA25 SPATA31A1 SPATA31A3 SPATA31A5 SPATA31A6 SPATA31A7 SPATA31C1 SPATA31C2 SPATA31D1 SPATA31D3 SPATA31D4 SPATA31E1 SPATA32 SPATA46 SPATA48 SPATA5 SPATA6 SPATA6L SPATA9 SPATC1L SPDYA SPEF2 SPEM1 SPEM3 SPIN1 SPIN2A SPIN2B SPIN3 SPIN4 SPINK1 SPINK2 SPIRE1 SPIRE2 SPO11 SPOCD1 SPPL2C SRC SRPK1 SSH2 SSTR1 SSTR2 SSTR3 SSX1 STAU1 STAU2 STK11 STRA8 STRBP SUFU SUN1 SUN5 SYCE3 SYCP1 SYCP2 SYCP3 SYNE1 TAF1L TAF4B TAF7L TAFAZZIN TBATA TBC1D20 TBC1D21 TBP TBPL1 TCFL5 TCP11 TCP11X1 TDRD1 TDRD12 TDRD5 TDRD6 TDRD7 TDRD9 TDRKH TDRP TERB2 TESK1 TESK2 TESMIN TEX11 TEX14 TEX15 TEX19 TGFBR1 THEG TIAL1 TMEM119 TMEM203 TMF1 TMPRSS12 TNFAIP6 TNP1 TNP2 TOB2 TOP2A TOPAZ1 TP63 TPGS1 TPPP2 TRIM27 TRIM75 TRIP13 TSGA10 TSNAX TSNAXIP1 TSPAN8 TSPY1 TSPY10 TSPY2 TSPY3 TSPY4 TSPY8 TSPY9 TSSK1B TSSK2 TSSK3 TSSK4 TSSK6 TTC12 TTC21A TTC26 TTK TTLL1 TUBA8 TUBB8 TUT4 TUT7 TXNDC2 TXNDC8 TXNRD3 TYRO3 UBB UBE2B UBE2J1 UBR2 UCHL1 UPF3A USP26 USP42 USP9X USP9Y UTP14C VCX VDAC3 VIPAS39 VPS13B VPS54 WASHC5 WDR33 WDR48 WDR77 WEE2 WFDC2 WIPF3 WNT3 WNT4 WT1 XRN2 YBX2 YBX3 YTHDC1 YTHDC2 YTHDF2 YY1 ZAR1 ZAR1L ZBTB16 ZCWPW1 ZDBF2 ZFP41 ZFP57 ZFX ZGLP1 ZMIZ1 ZMYND15 ZNF148 ZNF296 ZNF35 ZNF449 ZNF541 ZNF628 ZNF830 ZP3 ZPBP ZPBP2 ZSCAN2 ZSCAN21 GOBP_GAMMA_AMINOBUTYRIC_ACID_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GAMMA_AMINOBUTYRIC_ACID_BIOSYNTHETIC_PROCESS ABAT ALDH1A1 GAD1 GAD2 SLC1A3 SLC38A1 GOBP_GAMMA_AMINOBUTYRIC_ACID_IMPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GAMMA_AMINOBUTYRIC_ACID_IMPORT NHERF1 SLC32A1 SLC6A1 SLC6A13 SLC6A6 SLC7A14 GOBP_GAMMA_AMINOBUTYRIC_ACID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GAMMA_AMINOBUTYRIC_ACID_METABOLIC_PROCESS ABAT ALDH1A1 ALDH5A1 GAD1 GAD2 PHGDH SLC1A3 SLC38A1 GOBP_GAMMA_AMINOBUTYRIC_ACID_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GAMMA_AMINOBUTYRIC_ACID_SECRETION ABAT APBA1 CACNB4 GABBR1 HTR1B NF1 NTSR1 P2RX7 SLC6A1 SV2A TRH TRPC4 GOBP_GAMMA_AMINOBUTYRIC_ACID_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GAMMA_AMINOBUTYRIC_ACID_SIGNALING_PATHWAY ATF4 CACNB4 GABBR1 GABBR2 GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRB1 GABRB2 GABRB3 GABRD GABRE GABRG1 GABRG2 GABRG3 GABRR1 GABRR2 GABRR3 GNAI2 GPR156 HTR1A PHF24 PLCL1 PLCL2 SHISA7 SLC12A2 GOBP_GAMMA_AMINOBUTYRIC_ACID_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GAMMA_AMINOBUTYRIC_ACID_TRANSPORT ABAT APBA1 CACNB4 GABBR1 HTR1B NF1 NHERF1 NTSR1 P2RX7 SLC32A1 SLC6A1 SLC6A11 SLC6A12 SLC6A13 SLC6A6 SLC6A8 SLC7A14 SV2A TRH TRPC4 GOBP_GAMMA_DELTA_T_CELL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GAMMA_DELTA_T_CELL_ACTIVATION CCR9 CD247 CD3E CD3G CXADR EGR3 GPR18 ITK JAG2 JAML KLRC1 LEF1 LILRB1 MICA MICB NCKAP1L NOD2 PTPRC SOX13 SOX4 STAT5B SYK TCF7 TRDC TRGC1 GOBP_GAMMA_DELTA_T_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GAMMA_DELTA_T_CELL_DIFFERENTIATION CCR9 EGR3 GPR18 JAG2 KLRC1 LEF1 NCKAP1L PTPRC SOX13 SOX4 STAT5B SYK TCF7 GOBP_GANGLION_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GANGLION_DEVELOPMENT ASCL1 CTNNB1 CYP1B1 FZD3 INSM1 NRP1 NRP2 PHOX2B POU4F2 RGS4 SEMA3A SEMA3F SIX1 SIX4 TUBB3 TULP3 UNC5C GOBP_GANGLIOSIDE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GANGLIOSIDE_BIOSYNTHETIC_PROCESS B3GALT4 B4GALNT1 B4GALT5 B4GALT6 C20orf173 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL5 ST6GALNAC3 ST6GALNAC4 ST6GALNAC5 ST6GALNAC6 ST8SIA2 ST8SIA3 ST8SIA4 ST8SIA6 GOBP_GANGLIOSIDE_BIOSYNTHETIC_PROCESS_VIA_LACTOSYLCERAMIDE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GANGLIOSIDE_BIOSYNTHETIC_PROCESS_VIA_LACTOSYLCERAMIDE B4GALT5 B4GALT6 C20orf173 ST3GAL1 ST3GAL2 ST3GAL3 GOBP_GANGLIOSIDE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GANGLIOSIDE_CATABOLIC_PROCESS GM2A HEXA HEXB NEU1 NEU2 NEU3 NEU4 GOBP_GANGLIOSIDE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GANGLIOSIDE_METABOLIC_PROCESS ABCA2 B3GALT4 B4GALNT1 B4GALT5 B4GALT6 C20orf173 CLN6 GM2A HEXA HEXB ITGB8 NAGLU NEU1 NEU2 NEU3 NEU4 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL5 ST6GALNAC3 ST6GALNAC4 ST6GALNAC5 ST6GALNAC6 ST8SIA2 ST8SIA3 ST8SIA4 ST8SIA6 GOBP_GAP_JUNCTION_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GAP_JUNCTION_ASSEMBLY ACE ACE2 AGT APLNR CAV1 CNTNAP2 CTNNA1 GJA1 GJA5 GJB1 GJB2 GJB6 GJC1 GJD3 HOPX IL1B IRX3 TBX5 GOBP_GAP_JUNCTION_MEDIATED_INTERCELLULAR_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GAP_JUNCTION_MEDIATED_INTERCELLULAR_TRANSPORT GJA3 GJA8 GJB2 GJB4 GJB6 MIP GOBP_GASTRIC_ACID_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GASTRIC_ACID_SECRETION CCKBR CHRM5 GHRL HIP1R HRH2 KCNQ1 PTGER3 SCT SGK1 SLC26A7 SLC9A4 SNX10 TFF2 GOBP_GASTRIC_MOTILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GASTRIC_MOTILITY GHRL GHSR NPPC NPR2 TYMP GOBP_GASTRO_INTESTINAL_SYSTEM_SMOOTH_MUSCLE_CONTRACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GASTRO_INTESTINAL_SYSTEM_SMOOTH_MUSCLE_CONTRACTION GHRL GHSR HTR1D HTR2B KIT PTAFR PTGER3 SCN11A SPX SULF1 SULF2 TACR2 GOBP_GASTRULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GASTRULATION ACVR1 ACVR2A ACVR2B ADIPOQ AHDC1 AMOT APELA APLN APLNR APOA1 ARFRP1 ARMC5 ATOH8 AXIN1 BMP4 BMP7 BMPR1A BMPR2 CDC73 CER1 CFC1 CFC1B CLASP1 CLASP2 COL11A1 COL12A1 COL4A2 COL5A1 COL5A2 COL6A1 COL7A1 COL8A1 CRB2 CTNNB1 CTR9 CUL3 DAG1 DKK1 DLD DUSP1 DUSP2 DUSP4 DUSP5 DVL1 DVL2 EOMES EPB41L5 EPHA2 ETS2 ETV2 EXOC4 EXT1 EXT2 EYA1 EYA2 FGF8 FGFR2 FN1 FOXA2 FOXC1 FOXC2 FOXF1 FRS2 FZD7 GATA6 GDF3 GJA1 GPC3 GPI GRB2 GSC HAND1 HIRA HMGA2 HNF1B HNF4A HOXA11 HSBP1 IL10 IL1RN INHBA ITGA2 ITGA3 ITGA4 ITGA5 ITGA7 ITGA8 ITGAV ITGB1 ITGB2 ITGB3 ITGB4 ITGB5 KDM6B KIF16B KLF4 LAMA3 LAMB1 LAMB3 LBX2 LDB1 LEF1 LEO1 LHX1 LMBRD1 LRP5 MACROH2A1 MAP2K1 MAP2K5 MAPK7 MBP MEGF8 MESP1 MESP2 MIR1-1 MIR145 MIR150 MIR200C MIR221 MIXL1 MKKS MMP14 MMP15 MMP2 MMP8 MMP9 MSGN1 MYADM NANOG NAT8B NF2 NODAL NOG NPHP3 NR0B1 NR4A3 OSR1 OTX2 PAF1 PAX2 PHLDB1 PHLDB2 PLPP3 POFUT2 POGLUT1 POU5F1 PRICKLE1 PRKACA PRKAR1A RACK1 RIC8A RNF2 RPS6 RTF1 SCX SETD2 SFRP1 SFRP2 SIX2 SMAD1 SMAD2 SMAD3 SMAD4 SNAI1 SOX17 SOX2 SOX7 SRF SUPT20H SYF2 TAF10 TAL1 TASOR TBX19 TBX20 TBX6 TBXT TENM4 TGFBR2 TGIF2 TLX2 TP53 TRIM15 TWSG1 TXNRD1 UGDH VTN WLS WNK1 WNT11 WNT3 WNT3A WNT5A WNT5B WNT8B ZBTB17 ZIC3 GOBP_GASTRULATION_WITH_MOUTH_FORMING_SECOND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GASTRULATION_WITH_MOUTH_FORMING_SECOND ACVR1 ACVR2A ACVR2B AMOT CRB2 CTNNB1 ETS2 FOXA2 FRS2 GDF3 LDB1 LHX1 LRP5 MEGF8 NAT8B NODAL OTX2 PLPP3 PRICKLE1 RNF2 SMAD4 SRF TBXT TENM4 UGDH WNT5A ZBTB17 ZIC3 GOBP_GAS_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GAS_TRANSPORT AQP1 AQP5 AQP6 BPGM CA2 CYGB HBA1 HBA2 HBB HBD HBE1 HBG1 HBG2 HBM HBQ1 HBZ IPCEF1 MB NGB RHAG RHBG RHCG GOBP_GDP_MANNOSE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GDP_MANNOSE_METABOLIC_PROCESS DPM1 GFUS GMDS GMPPB MPI PMM1 PMM2 GOBP_GDP_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GDP_METABOLIC_PROCESS CARD11 CASK DLG1 DLG2 ENTPD4 GUK1 LRGUK MAGI3 MPP1 NUDT18 TJP2 GOBP_GENERAL_ADAPTATION_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GENERAL_ADAPTATION_SYNDROME CRHR1 HCN1 NR4A2 PENK TMEM74 ZNF212 GOBP_GENERAL_ADAPTATION_SYNDROME_BEHAVIORAL_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GENERAL_ADAPTATION_SYNDROME_BEHAVIORAL_PROCESS CRHR1 HCN1 PENK TMEM74 ZNF212 GOBP_GENERATION_OF_NEURONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GENERATION_OF_NEURONS ABI1 ABI2 ABI3 ABITRAM ABL1 ABL2 ABT1 ACAN ACAP3 ACP4 ACSL3 ACSL4 ACSL6 ACTB ACTBL2 ACTG1 ACTL6B ACTL9 ADAM17 ADARB1 ADCY1 ADCY10 ADCY6 ADCYAP1 ADGRB1 ADGRB3 ADGRF1 ADGRG1 ADGRL3 ADGRV1 ADM ADNP ADORA2A ADRA2B ADRA2C AFG3L2 AGBL4 AGER AGRN AGTPBP1 AHI1 AKNA AKT1 ALCAM ALDH1A2 ALK ALKAL1 ALKAL2 ALKBH1 ALS2 AMIGO1 AMIGO3 ANAPC2 ANK3 ANKRD24 ANKRD27 ANKS1A ANOS1 AP2A1 APBB1 APLP1 APLP2 APOA4 APOD APOE APP ARC AREG ARF4 ARF6 ARHGAP33 ARHGAP35 ARHGAP4 ARHGAP44 ARHGEF2 ARHGEF25 ARHGEF28 ARHGEF40 ARL3 ARMCX5-GPRASP2 ARSB ARTN ARX ASAP1 ASCL1 ASCL2 ASPM ASTN1 ASTN2 ATAT1 ATCAY ATF1 ATF4 ATF5 ATL1 ATOH1 ATOH7 ATP1B2 ATP2B2 ATP7A ATP8A2 ATP8B1 ATP9A ATXN10 AURKA AUTS2 AVIL AXL B2M B3GNT2 B4GALT5 B4GALT6 B4GAT1 BAG5 BAIAP2 BARHL1 BARHL2 BAX BBS1 BBS4 BCAN BCCIP BCHE BCL11A BCL11B BCL2 BCL6 BDNF BECN1 BEND6 BHLHA15 BHLHE22 BHLHE23 BICDL1 BIN1 BLOC1S1 BLOC1S2 BLOC1S3 BLOC1S4 BLOC1S5 BLOC1S6 BMP2 BMP4 BMP5 BMP6 BMP7 BMPR1A BMPR1B BMPR2 BOC BRAF BRINP1 BRINP2 BRINP3 BRSK1 BRSK2 BTBD3 BTG2 BTG4 C12orf57 C1QA C1QL1 C21orf91 C3 C9orf72 CABP4 CACNG7 CALR CAMK1 CAMK1D CAMK2A CAMK2B CAMK2G CAMSAP1 CAMSAP2 CAMSAP3 CAPRIN1 CAPRIN2 CARM1 CASP3 CASZ1 CBFA2T2 CBLN1 CCDC88A CCK CCKAR CCND1 CCR4 CD38 CD3E CDC42 CDH1 CDH11 CDH2 CDH23 CDH4 CDHR1 CDK16 CDK5 CDK5R1 CDK5R2 CDK5RAP1 CDK5RAP2 CDK5RAP3 CDK6 CDKL3 CDKL5 CDKN1C CDNF CDON CEBPB CECR2 CELSR1 CELSR2 CEND1 CEP290 CEP85L CERS2 CFAP418 CFL1 CFLAR CHD5 CHL1 CHN1 CHODL CHRNA3 CHRNA7 CHRNB2 CIB1 CIT CLMN CLN5 CLN8 CLRN1 CLRN2 CNGB1 CNP CNR1 CNTF CNTN1 CNTN2 CNTN4 CNTN5 CNTN6 CNTNAP1 CNTNAP2 COBL COL3A1 COPS2 CPEB3 CPNE1 CPNE5 CPNE6 CPNE9 CRABP2 CRB1 CRB2 CREB1 CRK CRKL CRMP1 CRPPA CRTAC1 CSF1R CSMD3 CSNK1D CSNK1E CSPG5 CTDSP1 CTF1 CTHRC1 CTNNA1 CTNNA2 CTNNB1 CTNND2 CTTN CUL4B CUL7 CUX1 CUX2 CX3CL1 CX3CR1 CXCL12 CXCR4 CYB5D2 CYFIP1 CYFIP2 DAB1 DAB2 DAB2IP DAG1 DAGLA DAGLB DBN1 DBNL DBX1 DCC DCDC2 DCLK1 DCLK2 DCT DCX DDIT4 DDR1 DDR2 DDX56 DDX6 DENND5A DGKG DGUOK DHFR DHFRP1 DHX36 DICER1 DIO3 DIP2A DIP2B DISC1 DISP3 DIXDC1 DKK1 DLG4 DLG5 DLL1 DLL4 DLX1 DLX2 DLX3 DLX5 DMD DMRT3 DMRTA2 DNAAF4 DNER DNM2 DNM3 DNMT3A DOCK10 DOCK7 DOK5 DPYSL3 DPYSL5 DRAXIN DRD1 DRD2 DRGX DSCAM DSCAML1 DTNB DTNBP1 DTX1 DUOXA1 DVL1 DVL2 DVL3 DYNC2H1 DZANK1 ECE1 ECT2 EDN1 EDN2 EDN3 EDNRA EDNRB EEF2K EFHC2 EFHD1 EFNA1 EFNA2 EFNA3 EFNA4 EFNA5 EFNB1 EFNB2 EFNB3 EGR2 EHD1 EHMT2 EIF2AK4 EIF4E EIF4ENIF1 EIF4G1 EIF4G2 ELAVL4 ELP3 EMB EML1 EMX1 EMX2 EN1 EN2 ENAH ENC1 EOMES EP300 EPB41L3 EPHA10 EPHA2 EPHA3 EPHA4 EPHA5 EPHA6 EPHA7 EPHA8 EPHB1 EPHB2 EPHB3 EPHB6 EPO EPOP ERBB2 ERBB4 ERCC2 ERCC3 ERCC6 ESRP1 ETV1 ETV5 EVX1 EXT1 EYA1 EZH2 FAIM2 FAM151B FARP1 FARP2 FAT3 FBXO38 FBXO45 FBXO7 FBXW8 FERD3L FES FEV FEZ1 FEZ2 FEZF1 FEZF2 FGF13 FGF2 FGF20 FGF8 FGFR1 FGFR2 FIG4 FKBP1B FKBP4 FKBP8 FLNA FLOT1 FLRT1 FLRT2 FLRT3 FMR1 FN1 FOLR1 FOXA1 FOXA2 FOXB1 FOXD1 FOXG1 FOXN4 FOXO6 FRMD7 FRS2 FRY FRYL FSCN2 FSTL4 FUT9 FYN FZD1 FZD10 FZD2 FZD3 FZD4 FZD5 FZD7 FZD8 FZD9 GABRA5 GABRB1 GABRB2 GAK GALR2 GAP43 GAS6 GAS7 GATA2 GATA3 GBA1 GBA2 GBX1 GBX2 GDF11 GDF5 GDF6 GDF7 GDI1 GDNF GDPD5 GFAP GFI1 GFRA1 GFRA3 GHRL GIGYF2 GIT1 GLDN GLI2 GLI3 GNAT1 GNAT2 GNGT1 GNRH1 GOLGA4 GORASP1 GPC2 GPM6A GPM6B GPR173 GPR37 GPR37L1 GPRASP3 GPRC5B GPRIN1 GPRIN2 GPRIN3 GRID2 GRIN3A GRIP1 GRM7 GRN GRXCR1 GRXCR2 GSDME GSK3A GSK3B GSX1 GSX2 HAND2 HAPLN1 HAPLN2 HAPLN3 HAPLN4 HCN1 HDAC1 HDAC2 HDAC5 HDAC6 HDAC9 HDGFL3 HECW1 HECW2 HELT HERC1 HES1 HES5 HEXA HEY1 HEY2 HEYL HHIP HIF1A HIPK1 HIPK2 HMCN2 HMG20A HMG20B HMGB1 HOXA2 HOXC10 HOXC8 HOXD1 HOXD10 HOXD3 HOXD9 HPRT1 HS6ST1 HSP90AA1 HSP90AB1 HTRA2 ID2 ID3 ID4 IER2 IFRD1 IFT140 IFT172 IFT20 IFT27 IFT88 IGF1R IGF2BP1 IGSF10 IGSF9 IHH IL15RA IL1RAPL1 IL2 IL6 IMPACT INHBA INPP5F INPP5J INSM1 INSM2 IQGAP1 IQSEC1 IRX1 IRX2 IRX3 IRX4 IRX5 IRX6 ISL1 ISL2 ISLR2 IST1 ITGA1 ITGA3 ITGA4 ITGA6 ITGB1 ITM2C ITPKA ITSN2 JAG1 JAG2 JAK2 KALRN KANK1 KAT2B KATNB1 KCNA1 KCNB1 KCNIP2 KCNQ1 KCNQ3 KCTD11 KDM1A KDM4A KEL KHDC3L KIAA0319 KIAA0319L KIAA1755 KIDINS220 KIF13B KIF1A KIF20B KIF26A KIF5A KIF5B KIF5C KIFAP3 KIFBP KIRREL3 KLF4 KLF7 KLHL1 KLK6 KLK8 KNDC1 KREMEN1 L1CAM LAMA1 LAMA2 LAMB1 LAMB2 LARGE1 LBX1 LDB1 LEF1 LEP LGI1 LGI4 LGR6 LHFPL5 LHX1 LHX2 LHX3 LHX4 LHX5 LHX6 LHX8 LHX9 LIF LIMK1 LIN28A LLGL1 LLPH LMO4 LMX1A LMX1B LNX2 LPAR1 LPAR3 LRIG2 LRP12 LRP2 LRP4 LRP6 LRP8 LRRC4C LRRC7 LRRK2 LRTM1 LRTM2 LSM1 LST1 LTK LYN LYPLA2 LZTS1 LZTS3 MACF1 MAG MAGI2 MANF MAP1A MAP1B MAP1S MAP2 MAP2K1 MAP2K2 MAP3K13 MAP4 MAP4K4 MAP6 MAPK6 MAPK8IP2 MAPK8IP3 MAPKAPK5 MAPT MARK1 MARK2 MBD1 MBOAT1 MCF2 MCOLN3 MDGA1 MDGA2 MDK MDM2 MECP2 MED1 MEF2A MEF2C MEGF8 MEIS1 MET METRN METTL14 METTL3 MFRP MFSD2A MFSD8 MGARP MIB1 MICALL1 MICALL2 MICOS10-NBL1 MINAR1 MINK1 MIR133B MIR137 MIR146A MIR200C MIR210 MIR219A1 MIR221 MIR222 MIR431 MIR511 MKS1 MMD MMD2 MMP2 MNX1 MOSMO MOV10 MT3 MTCH1 MTMR2 MTPN MTR MUL1 MUSK MYCBP2 MYCL MYEF2 MYLIP MYO16 MYO6 MYO7A MYO9A MYOC MYOT MYPN MYT1L NAGLU NANOS1 NAP1L2 NAPA NAV1 NBL1 NBN NCAM1 NCAM2 NCAN NCDN NCK1 NCK2 NCKAP1 NCKAP1L NCKIPSD NCOA1 NCS1 NDE1 NDEL1 NDN NDNF NDP NDRG4 NECTIN1 NEDD4 NEDD4L NEFH NEFL NEGR1 NEK3 NEO1 NEPRO NEU4 NEURL1 NEUROD1 NEUROD2 NEUROD4 NEUROD6 NEUROG1 NEUROG2 NEUROG3 NEXMIF NEXN NF1 NFASC NFATC4 NFE2L2 NFIA NFIB NGEF NGF NGFR NGRN NHERF1 NHLH2 NIBAN2 NIF3L1 NIN NIPBL NKD1 NKX2-1 NKX2-2 NKX2-5 NKX2-8 NKX6-1 NKX6-2 NLGN1 NLGN2 NLGN3 NLGN4X NMNAT2 NOG NOTCH1 NOTCH2 NOTCH3 NOTO NOVA2 NPHP4 NPR2 NPTN NPTX1 NPY NR2E1 NR2E3 NR2F1 NR2F2 NR2F6 NR4A2 NRBP2 NRCAM NRDC NREP NRG3 NRL NRN1 NRN1L NRP1 NRP2 NRTN NRXN1 NRXN3 NSMF NTF3 NTF4 NTM NTN1 NTN3 NTN4 NTNG1 NTNG2 NTRK1 NTRK2 NTRK3 NUMB NUMBL NYAP1 NYAP2 OBSL1 OGDH OLFM1 OLFM3 OLIG1 OLIG2 OLIG3 OMG ONECUT2 OPCML OPHN1 OR10A4 OSTN OTP OTX2 P3H1 PACSIN1 PAFAH1B1 PAK1 PAK2 PAK3 PAK4 PAK6 PALLD PALS1 PAQR3 PARD3 PARD6B PARP6 PAX2 PAX6 PBX1 PBX2 PBX3 PBX4 PCARE PCDH12 PCDHAC2 PCM1 PCP4 PCSK9 PDE6C PDLIM5 PDZD7 PEX13 PEX5 PEX7 PHACTR1 PHGDH PHOX2A PHOX2B PICALM PICK1 PIGT PIN1 PITX2 PITX3 PJVK PLA2G10 PLA2G3 PLAA PLEKHG4 PLEKHG4B PLK5 PLP1 PLPPR4 PLPPR5 PLS1 PLXNA1 PLXNA2 PLXNA3 PLXNA4 PLXNB1 PLXNB2 PLXNB3 PLXNC1 PLXND1 PMP22 POMGNT2 POSTN POTEE POTEF POTEI POTEJ POTEKP POU3F2 POU4F1 POU4F2 POU4F3 PPFIA2 PPP1CC PPP1R9A PPP1R9B PPP2R5B PPP3CA PPP3CB PPT1 PQBP1 PRAG1 PRDM1 PRDM12 PRDM13 PRDM8 PREX1 PREX2 PRICKLE1 PRKCI PRKCQ PRKCZ PRKD1 PRKG1 PRKN PRMT1 PROM1 PROX1 PRPH2 PRRX1 PSD PSEN1 PTBP1 PTCH1 PTEN PTF1A PTK2 PTK2B PTK6 PTK7 PTN PTPN11 PTPN9 PTPRD PTPRF PTPRG PTPRM PTPRO PTPRS PTPRZ1 PUM2 RAB10 RAB11A RAB13 RAB17 RAB21 RAB29 RAB35 RAB3A RAB6A RAB6B RAB8A RAC1 RAC3 RACGAP1 RAP1A RAP1GAP RAP2A RAPGEF1 RAPGEF2 RAPH1 RARA RASAL1 RASGRF1 RB1 RBPJ RDH13 RELN RERE REST RET RETREG3 RGMA RGS2 RHO RHOA RIMS1 RIMS2 RIT2 RND1 RND2 RNF112 RNF157 RNF165 RNF220 RNF6 ROBO1 ROBO2 ROBO3 ROBO4 ROCK1 ROM1 ROR1 ROR2 RORA RORB RP1 RP1L1 RPGRIP1 RPGRIP1L RPL24 RPS6KA5 RSPO2 RTN1 RTN3 RTN4 RTN4IP1 RTN4R RTN4RL1 RTN4RL2 RUFY3 RUNX1 RUNX2 RUNX3 RYK S100A6 S100A9 S100B S1PR1 S1PR5 SALL1 SAMD14 SARM1 SATB2 SCARB2 SCARF1 SCLT1 SCN11A SCN1B SCRIB SCRT1 SCRT2 SCYL1 SCYL2 SCYL3 SDC2 SDC4 SDCCAG8 SDK1 SDK2 SEC24B SECISBP2 SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SEPTIN14 SEPTIN4 SERPINF1 SERPINI1 SETX SEZ6 SF3A2 SFRP1 SFRP2 SGK1 SH3GL2 SH3GL3 SH3RF1 SHANK1 SHANK3 SHH SHOC2 SHOX2 SHTN1 SIAH1 SIN3A SIPA1L1 SIX1 SIX3 SIX4 SKIL SKOR2 SLC11A2 SLC12A5 SLC1A3 SLC23A2 SLC25A46 SLC39A12 SLC44A4 SLC4A10 SLC4A7 SLC6A4 SLC9A6 SLIT1 SLIT2 SLIT3 SLITRK1 SLITRK2 SLITRK3 SLITRK4 SLITRK5 SLITRK6 SMAD4 SMARCA1 SMARCD3 SMO SMURF1 SNAP25 SNAPIN SNPH SNX3 SOCS2 SOD1 SOD2 SOS1 SOX1 SOX10 SOX11 SOX14 SOX2 SOX3 SOX4 SOX5 SOX8 SOX9 SPAG6 SPAG9 SPART SPAST SPG11 SPINK5 SPOCK1 SPP1 SPRY3 SPTBN4 SRCIN1 SRF SRGAP2 SRGAP2C SRRM4 SS18L1 SSNA1 ST8SIA2 STAT3 STAU2 STK11 STK24 STK25 STMN1 STMN2 STMN3 STMN4 STMND1 STRAP STRC STRN STX1B STX3 STXBP1 STYXL1 SUFU SULT4A1 SVBP SYN1 SYNE1 SYNGAP1 SYT1 SYT14P1 SYT17 SYT2 SYT3 SYT4 SZT2 TAFA1 TAFA3 TAL1 TANC2 TAOK1 TAOK2 TAOK3 TBC1D23 TBC1D24 TBCD TBCE TBR1 TBX20 TBX6 TCF12 TCF3 TCF4 TCTN1 TDP2 TEAD3 TECTA TENM1 TENM2 TENM3 TENM4 TGFB2 TGFBR1 TGIF2 TH THAP11 THOC2 THRB THY1 TIAM1 TIAM2 TLX2 TLX3 TMC1 TMEM106B TMEM108 TMEM132E TMEM30A TNC TNFRSF21 TNIK TNN TNR TNXB TOP2B TOR1A TOX TP53 TP73 TPBG TPRN TRAK1 TRAPPC4 TRAPPC9 TRIM32 TRIM46 TRIM67 TRIO TRIOBP TRIP11 TRPC5 TRPV2 TRPV4 TSC22D4 TSKU TSPAN2 TSPO TTC21B TTC36 TTC8 TTL TTLL1 TUBA1A TUBB2B TUBB3 TUBGCP2 TULP1 TULP3 TUNAR TWF1 TWF2 TWIST1 TYRO3 UBA6 UBB UCHL1 UCN UGCG UGDH UGT8 UHMK1 ULK1 ULK2 ULK4 UNC13A UNC5A UNC5B UNC5C UNC5D UNCX UNK UPF3B UQCRQ USH1C USH1G USH2A USP33 USP9X UST VAPA VASH2 VASP VAX1 VAX2 VCAM1 VCAN VCL VEGFA VEGFC VEGFD VHL VIM VLDLR VPS13B VPS54 VSX1 VWC2 VWC2L VXN WASF1 WASHC5 WASL WDPCP WDR47 WDR62 WEE1 WHRN WNK1 WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT8A WNT8B WNT9A WNT9B XBP1 XK XRN2 YTHDF1 YWHAE YWHAG YWHAH ZC4H2 ZDHHC15 ZDHHC17 ZEB1 ZFHX2 ZFHX3 ZFYVE27 ZHX2 ZIC3 ZMIZ1 ZMYND8 ZNF212 ZNF296 ZNF335 ZNF365 ZNF521 ZNF536 ZNF609 ZNF804A ZPR1 ZSWIM6 GOBP_GENERATION_OF_PRECURSOR_METABOLITES_AND_ENERGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GENERATION_OF_PRECURSOR_METABOLITES_AND_ENERGY AACS ABCD1 ACADM ACADVL ACAT1 ACLY ACO1 ACO2 ACOX1 ACSM1 ACSS1 ACSS2 ACSS3 ACTN3 ADCY10 ADGRF1 ADGRF5 ADH1A ADH1B ADH1C ADH4 ADH5 ADH6 ADH7 ADIPOQ ADPGK ADRB3 ADSL AFG1L AGL AIFM2 AK4 AKR1B1 AKR1C4 AKR7A2 AKR7A3 AKT1 AKT2 ALDH1L1 ALDH1L2 ALDH2 ALDH4A1 ALDOA ALDOB ALDOC ANTKMT AOC2 APP ARL2 ARNT ASIP ASPH ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5F1EP2 ATP5IF1 ATP5ME ATP5MF ATP5MG ATP5PB ATP5PD ATP5PF ATP5PO ATP7A ATPSCKMT AVP AVPR1A BID BLOC1S1 BNIP3 BPGM C2orf69 CAT CAVIN3 CBFA2T3 CCNB1 CDK1 CEBPA CHCHD10 CHCHD2 CHCHD5 CIAPIN1 CISD1 COA6 COA8 COQ10A COQ10B COQ9 COX10 COX11 COX15 COX17 COX4I1 COX4I2 COX5A COX5B COX6A1 COX6A2 COX6B1 COX6B2 COX6C COX7A1 COX7A2 COX7A2L COX7A2P2 COX7B COX7B2 COX7C COX8A COX8C CROT CS CYB561 CYB5A CYB5R4 CYBA CYBB CYC1 CYCS CYP19A1 CYP1A2 DDIT4 DEGS1 DERA DGUOK DHRS2 DHRS3 DHTKD1 DLAT DLD DLST DMGDH DNAJC15 DNAJC30 DYRK2 EIF6 ENO1 ENO2 ENO3 ENO4 ENOX2 ENPP1 EP300 EPM2AIP1 ETFA ETFB ETFBKMT ETFDH ETFRF1 FBP1 FDX1 FDX2 FDXR FECH FH FLCN FOXK1 FOXK2 FXN G6PC1 G6PD GAA GABARAPL1 GALK1 GAPDH GAPDHS GBA1 GBE1 GCGR GCK GFPT1 GFPT2 GFUS GHITM GIPR GIT1 GLDC GLRX2 GNMT GNPDA1 GPD1 GPD2 GPI GPX2 GSK3A GSK3B GSR GYG1 GYG2 GYS1 GYS2 H6PD HAAO HDAC4 HIF1A HK1 HK2 HK3 HKDC1 HMGCL HMGCLL1 HMGCS2 HSD17B6 HTR2A IDE IDH1 IDH2 IDH3A IDH3B IDH3G IDO1 IER3 IFNAR1 IFNG IFNLR1 IGF1 IGF2 IL10RB IL4 IL6ST IMMP2L INPP5K INS INSR IREB2 IRS1 IRS2 ISCU JMJD8 KAT2B KHK KL LDHA LEP LEPR LIPA LYRM7 MACROH2A1 MAOB MC4R MCHR1 MDH1 MDH1B MDH2 ME1 ME2 ME3 MIR1271 MIR15B MIR195 MIR210 MLST8 MLXIPL MRAP2 MRPS36 MSH2 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MT3 MTCO2P12 MTFR1 MTFR1L MTFR2 MTLN MTOR MYBBP1A NCF1 NCF2 NCOR1 NDOR1 NDP NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA3 NDUFA4 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFAF1 NDUFB1 NDUFB10 NDUFB11 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFC2-KCTD14 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 NFATC4 NHLRC1 NIPSNAP2 NNT NOP53 NOS2 NOX4 NQO2 NR1D1 NR4A3 NUPR1 OGDH OGDHL OGT OPN3 OXA1L OXCT1 OXCT2 P2RX7 P4HA2 PANK2 PARK7 PASK PCDH12 PDHA1 PDHA2 PDHB PDIA5 PDX1 PER2 PFKFB1 PFKFB2 PFKL PFKM PFKP PGAM1 PGAM2 PGAM4 PGD PGK1 PGK2 PGLS PGM1 PGM2 PHB2 PHGDH PHKA1 PHKA2 PHKB PHKG1 PHKG2 PHLDA2 PID1 PIK3CA PINK1 PKLR PKM PLEC PNPT1 POLG2 POMC POR PPARA PPARD PPARGC1A PPIF PPP1CA PPP1CB PPP1CC PPP1R1A PPP1R2 PPP1R2B PPP1R2P1 PPP1R3A PPP1R3B PPP1R3C PPP1R3D PPP1R3E PPP1R3F PPP1R3G PPP2CA PRDM16 PRELID1 PRKAA1 PRKAA2 PRKACA PRKAG1 PRKAG2 PRKAG3 PRLH PRPS2 PRXL2C PSEN1 PTGES3 PTH PUM2 PYGB PYGL PYGM QDPR RB1CC1 RBKS RDH16 RHOA RPE RPEL1 RPIA RPTOR RUBCNL SCO2 SDHA SDHAF2 SDHAF4 SDHB SDHC SDHD SELENOS SHMT2 SHPK SIRT3 SIRT6 SLC25A12 SLC25A13 SLC25A14 SLC25A18 SLC25A22 SLC25A23 SLC25A25 SLC25A33 SLC25A4 SLC25A51 SLC27A5 SLC2A6 SLC4A1 SLC4A4 SNCA SOD2 SORBS1 SPHK2 SRD5A1 STAT3 STBD1 STEAP4 STK40 STOML2 SUCLA2 SUCLG1 SUCLG2 SURF1 TAFAZZIN TALDO1 TEFM THAP11 THTPA TIGAR TKT TMEM135 TNF TP53 TPI1 TRAP1 TREX1 TRPV4 TYRP1 UCN UCP2 UGP2 UQCC2 UQCC3 UQCR10 UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRFS1P1 UQCRH UQCRHL UQCRQ VCP VGF VPS54 WDR93 XYLB ZBTB20 ZBTB7A GOBP_GENITALIA_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GENITALIA_DEVELOPMENT AR ASB1 AXL BAK1 BAX BMP5 BMP6 CHD7 CTNNB1 CYP19A1 DCANP1 DHCR24 DNAJC19 ESR1 FGF10 FGF8 FOXF2 GREB1L HOXA13 HOXD13 HSD17B3 KLHL10 LGR4 LHCGR LHX1 LRP2 MERTK NEUROG1 NIPBL NPR2 PDGFRA PKD1 PTPN11 RBP4 ROR2 SHH SRD5A1 SRD5A2 STRA6 SYCP2 TBX3 TIFAB TP63 TYRO3 WNT5A WNT9B WT1 GOBP_GENITALIA_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GENITALIA_MORPHOGENESIS AR CTNNB1 DCANP1 FGF10 KLHL10 NEUROG1 NIPBL NPR2 RBP4 SYCP2 TIFAB TP63 GOBP_GENOMIC_IMPRINTING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GENOMIC_IMPRINTING ASIP AXIN1 CDKN1C CTCF CTCFL DNMT3A DNMT3L KDM1B MAEL MORC1 NDN PCGF3 PCGF5 PICK1 PIK3CA PRMT7 ZDBF2 ZFP57 GOBP_GEPHYRIN_CLUSTERING_INVOLVED_IN_POSTSYNAPTIC_DENSITY_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GEPHYRIN_CLUSTERING_INVOLVED_IN_POSTSYNAPTIC_DENSITY_ASSEMBLY NLGN2 NRXN1 NRXN2 SLITRK3 ZDHHC12 GOBP_GERMINAL_CENTER_B_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GERMINAL_CENTER_B_CELL_DIFFERENTIATION ADA CDH17 IL21 IL6 IRF8 ITFG2 PHF14 POU2AF1 SPI1 GOBP_GERMINAL_CENTER_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GERMINAL_CENTER_FORMATION ADA ADAM17 BCL3 BCL6 CXCL13 FOXJ1 KLHL6 MEF2C NFKB2 PKN1 RC3H1 TNFAIP3 TNFSF13B UNC13D GOBP_GERM_CELL_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GERM_CELL_DEVELOPMENT ABHD2 ACRBP ACTL7A ACTL9 ACVR1 ADAD1 ADAD2 ADCY10 AFF4 AGFG1 AKAP4 AKT1 AMH ANG ANGPT2 ARMC12 ARMC2 ASIP ASPM ATM AURKA AXDND1 AXIN1 BAX BBS2 BBS4 BCL2 BCL2L1 BMP4 BMPR1B BNC1 BRCA2 BRDT BRIP1 BSPH1 C14orf39 C2CD6 CABYR CATSPER2 CATSPER3 CATSPER4 CATSPERD CATSPERE CATSPERZ CCDC136 CCDC38 CCDC42 CCDC62 CCDC63 CCNB1IP1 CCR6 CDC25B CDKN1C CDYL CELF1 CELF4 CEP131 CEP57 CFAP157 CFAP206 CFAP221 CFAP43 CFAP44 CFAP47 CFAP54 CFAP58 CFAP65 CFAP69 CFAP73 CFAP97D1 CFTR CHD5 CIB1 CTCF CTCFL CTNNB1 DAZL DCAF13 DDX20 DDX25 DEAF1 DEFB1 DHH DIAPH2 DLD DMC1 DMRT1 DMRTA2 DMRTB1 DMRTC2 DNAH1 DND1 DNHD1 DNMT3A DNMT3L DPY19L2 DPY19L2P2 DRC7 DZIP1 EDN1 EDNRA EFCAB9 EHMT2 EIF4G3 ELSPBP1 EPC1 ERCC1 EREG ETV5 FAM9A FAM9B FAM9C FANCC FANCG FBXO5 FBXW11 FER FIGLA FMN2 FNDC3A FOXL2 FSIP2 FUT6 FXR1 GALNTL5 GARIN1A GARIN1B GDF9 GK2 GLI1 GMCL1 GMCL2 GPR149 H1-7 H1-9P H2BC1 H3-3A H3-3B HEXB HMGB2 HOOK1 HORMAD1 HSPA2 IFT81 IGF1 IHH IHO1 ING2 INHBB INSL3 IQCF1 IQCG IQCN JAM2 JAM3 KASH5 KAT5 KDM1B KDM3A KIT KLC3 KLHL10 KMT2D KNL1 LGR5 LIN28A MAEL MAJIN MARF1 MDK MEI4 MEIG1 MEIOC MEIOSIN METTL3 MFSD14A MKKS MLH1 MNS1 MORC1 MOV10L1 MSH2 MTOR NANOS1 NANOS2 NANOS3 NDN NECTIN2 NEURL1 NME5 NOBOX NODAL NPM2 NPPC NPR2 NSUN2 OCA2 OOSP2 OSBP2 PACRG PAEP PAFAH1B1 PANK2 PANX1 PAQR5 PAQR7 PAQR8 PCGF3 PCGF5 PCSK4 PDE3A PDE5A PDILT PFN4 PICK1 PIK3CA PITHD1 PIWIL1 PIWIL2 PLA2G3 PLD6 PLN PPP2R1A PRDM1 PRDM14 PRKACA PRKG1 PRM1 PRM2 PRMT7 PSME4 PTCH1 PTK2B PTN PTX3 PYGO1 PYGO2 QKI RAN RARA RBM46 REC8 RFX2 RIMBP3 RIMBP3B RIMBP3C RNF17 RNF2 RNF8 ROPN1 ROPN1B ROPN1L RPS6 RPS6KA2 RPS6KB1 RSPH1 RSPH6A RXFP2 SBF1 SEBOX SELENOF SEMG1 SEMG2 SEPTIN14 SHB SIRT2 SIX5 SLC22A14 SLC26A3 SLC26A6 SLC9A8 SLIRP SMAD5 SMARCA2 SOHLH1 SOHLH2 SOX30 SPACA1 SPACDR SPAG16 SPAG17 SPAG6 SPANXB1 SPATA16 SPDYA SPEF2 SPEM1 SPEM3 SPINK1 SPINK2 SPO11 SPPL2C SRC SRPK1 STAU1 STAU2 STRA8 STRBP SUFU SUN5 SYCP1 SYCP3 TAF4B TBC1D20 TBC1D21 TBPL1 TCP11 TCP11X1 TDRD1 TDRD12 TDRD5 TDRD6 TDRD7 TDRKH TERB2 TIAL1 TMF1 TNFAIP6 TNP1 TNP2 TPGS1 TRIP13 TSSK1B TSSK2 TSSK4 TSSK6 TTC12 TTC21A TTC26 TTLL1 TUBA8 TUBB8 TUT4 TUT7 UBE2B UBE2J1 VDAC3 VPS13B WASHC5 WDR77 WEE2 WNT4 WT1 YBX2 YTHDC1 YTHDC2 YTHDF2 ZAR1 ZAR1L ZBTB16 ZDBF2 ZFP57 ZFX ZGLP1 ZMYND15 ZNF830 ZP3 ZPBP ZPBP2 GOBP_GERM_CELL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GERM_CELL_MIGRATION CXADR DMRT1 FOXC1 ITGB1 KIT PDILT PRSS37 TGFBR1 GOBP_GERM_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GERM_CELL_PROLIFERATION CIB1 DMRT1 EIF2S2 FANCA HPGDS PRDX4 PTGDR2 PTGDS RHBDD1 SRC UCHL1 GOBP_GERM_LINE_STEM_CELL_POPULATION_MAINTENANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GERM_LINE_STEM_CELL_POPULATION_MAINTENANCE NANOS2 PIWIL2 PRDM14 TUBA3C ZIC3 GOBP_GLANDULAR_EPITHELIAL_CELL_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLANDULAR_EPITHELIAL_CELL_DEVELOPMENT AKT1 BAD BHLHA15 BMAL1 BMP4 BMP5 BMP6 CDH2 CDK6 CLOCK DLL1 FASN FZD5 GATA2 GDF11 GPAT4 GSK3A GSK3B HIF1A INSM1 MIR541 NKX2-2 NKX6-1 PAX6 PDPK1 PGR RARA RARB RARG RFX3 RHEB SIDT2 SLC9A4 SMO SPDEF WNT5A GOBP_GLANDULAR_EPITHELIAL_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLANDULAR_EPITHELIAL_CELL_DIFFERENTIATION AGR2 AKT1 ASCL1 BAD BHLHA15 BMAL1 BMP2 BMP4 BMP5 BMP6 CAV1 CDH2 CDK6 CLCN2 CLOCK CTNNB1 DLL1 EXT1 FASN FGF2 FGF8 FGFR2 FOXA1 FZD5 GATA2 GATA6 GDF11 GPAT4 GSK3A GSK3B HES1 HIF1A HOXA5 IL13 IL31RA INSM1 KLF4 LHX3 MIR541 NEUROD1 NFIB NKX2-2 NKX6-1 NKX6-2 NKX6-3 NOTCH1 NR5A2 ONECUT1 PAX6 PDPK1 PDX1 PERCC1 PGR PROX1 RARA RARB RARG RBM4 RFX3 RFX6 RHEB SIDT2 SLC9A4 SMO SOX9 SPDEF TP63 VHL WDR77 WNT4 WNT5A YAP1 ZNF800 GOBP_GLANDULAR_EPITHELIAL_CELL_MATURATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLANDULAR_EPITHELIAL_CELL_MATURATION BHLHA15 FZD5 GATA2 GDF11 GPAT4 HIF1A NKX6-1 PGR RFX3 GOBP_GLAND_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLAND_DEVELOPMENT ABL1 ACADM ACAT1 ACER1 ACO2 ADA AIRE AKT1 AKT2 ALDH1A2 ALDH1A3 ALOX15B ANXA1 APLN APOA1 AR AREG ARF6 ARHGAP35 ARHGAP5 ARID5B ARMC5 ASCL1 ASH1L ASS1 ASXL1 ATF2 ATM ATP2C2 ATP7A ATP7B AURKA BAAT BAX BCL11B BCL2 BCL2L11 BMP2 BMP4 BMP7 BMPR1A BRAF BRCA2 BSX BTBD7 BTRC CACNB4 CAD CADM1 CAPN1 CAV1 CAV3 CCDC39 CCDC40 CCKBR CCNB2 CCND1 CDH1 CDK5RAP3 CDKN1B CDKN1C CDKN2B CDO1 CEACAM1 CEBPA CEBPB CEBPG CELA1 CFLAR CGA CITED2 CLCN2 CLDN1 COBL CPB2 CPS1 CPT1A CREB1 CRH CRHR1 CRIP1 CRKL CSF1 CSF1R CSMD1 CSN2 CSN3 CSNK2A2 CTC1 CTNNB1 CTNS CUL3 CYP19A1 CYP1A1 CYP1B1 CYP7B1 DAG1 DDR1 DEAF1 DKK3 DNAAF1 DRD2 DUT E2F7 E2F8 EAF2 EDA EDAR EDN1 EDNRA EGF EGFR ELF3 ELK1 EPHA2 EPHB3 ERBB4 ESR1 ESRP2 EXT1 EZH2 EZR FA2H FADD FASN FBXW7 FEM1B FGF1 FGF10 FGF2 FGF7 FGF8 FGFR2 FGL1 FKBP4 FOXA1 FOXB1 FOXC1 FOXE1 FOXF1 FOXH1 FOXI3 FOXN1 FPGS FRS2 FRZB GATA2 GATA3 GATA6 GCM2 GDF7 GFER GHRH GHRHR GLI1 GLI2 GLI3 GPAT4 GPX1 GSX1 GUCD1 HAND2 HES1 HESX1 HFE HGF HIF1A HIPK2 HK2 HLX HMGCS2 HNF1A HNF1B HNRNPD HOXA10 HOXA11 HOXA13 HOXA3 HOXA5 HOXA9 HOXB13 HOXB3 HOXB9 HOXD13 HOXD3 HOXD9 HPN ID2 ID4 IGF2 IGF2R IGFBP5 IGSF3 IHH IL10 IL6 INHBB INSM1 INSR IQGAP3 IRF6 IRS2 ISL1 ITGA2 JAK2 JARID2 KDM5B KRT76 LAMA1 LAMA5 LATS1 LBH LEF1 LHX3 LIMS2 LIPA LMO4 LRP5 LSR MAD1L1 MAFB MAN2A1 MAP2K1 MAP2K2 MAPK1 MAPK3 MDK MED1 MESP1 MET MMP2 MPST MSN MSX1 MSX2 MT-CO2 MTCO2P12 MTX1 NAGLU NCOA1 NCOR2 NEURL1 NF1 NFIB NFKB1 NHERF1 NKX2-1 NKX2-3 NKX2-5 NKX2-8 NKX3-1 NME1 NODAL NOG NOTCH1 NOTCH2 NOTCH4 NPC1 NPHP3 NR0B1 NR3C1 NR5A1 NRG1 NRG3 NRP1 NTN1 NTN4 OAS2 ONECUT1 ONECUT2 ORAI1 OTC OTP OXTR PAX6 PAX8 PBX1 PCK1 PCK2 PCNA PCSK1 PCSK9 PDGFA PDGFRA PDX1 PGR PHB2 PHF2 PIK3CA PITX1 PITX2 PKD1 PKD2 PLAG1 PLXNA1 PLXND1 PML PNPT1 POLB POU1F1 POU3F2 PRDX2 PRKCSH PRL PRLR PRMT5 PROP1 PROX1 PSAP PSAPL1 PSEN1 PTCD2 PTCH1 PTF1A PTN PTPN3 PYGO2 RAF1 RAG1 RAP1GAP RARA RARG RB1CC1 RBPJ RELA RGN RHBDD3 RIPK3 ROBO1 RPGRIP1L RPS6KA1 RREB1 RTN4 RXFP1 SALL1 SCRIB SEC63 SEMA3C SERPINA10 SERPINB5 SERPINE2 SERPINF1 SFRP1 SHH SIX1 SIX3 SIX4 SLC29A1 SLC46A2 SLC6A3 SLC7A5 SMAD2 SMAD3 SMAD4 SMARCB1 SMARCC1 SMO SNAI2 SOCS2 SOD1 SOD2 SOSTDC1 SOX10 SOX2 SOX3 SOX9 SP3 SRC SRD5A1 SRF SRP54 SRSF1 STAT5A STAT5B STAT6 STK11 STRA6 SULF1 SULF2 TAF10 TBX1 TBX19 TBX2 TBX3 TCF21 TDGF1 TFCP2L1 TG TGFA TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 TGM2 THRA TNC TNF TNFAIP3 TNFRSF11A TNFSF11 TP63 TPH1 TSPO TUBB1 TWSG1 TYMS TYR UBE3A UCP2 UGT1A1 UGT1A10 UGT1A7 UGT1A8 UGT1A9 UMPS UPB1 UPF2 UPRT USF2 VDR VEGFA VTN WDR77 WLS WNT1 WNT10A WNT11 WNT2 WNT3 WNT3A WNT4 WNT5A WNT7B WT1 XBP1 XDH ZBTB1 ZBTB7B ZDHHC21 ZIC3 ZMPSTE24 ZNF703 GOBP_GLAND_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLAND_MORPHOGENESIS AR AREG BAX BCL2 BMP4 BMP7 BSX BTBD7 BTRC CAPN1 CAV1 CAV3 CEACAM1 CEBPB CFLAR CPB2 CRIP1 CSF1 CSF1R CSMD1 CUL3 CYP7B1 DAG1 DDR1 EDA EDAR EGFR ELF3 EPHA2 ESR1 ESRP2 EZR FBXW7 FEM1B FGF1 FGF10 FGF7 FGF8 FGFR2 FGL1 FOXA1 FRS2 GDF7 GLI1 GLI3 HGF HOXA13 HOXB13 HOXD13 HPN ID4 IGFBP5 IL6 KDM5B LAMA1 LAMA5 LIMS2 LIPA LRP5 MDK MED1 MMP2 MSN MSX2 NFIB NFKB1 NHERF1 NKX2-3 NKX3-1 NOG NOTCH1 NOTCH2 NR3C1 NRG3 NRP1 NTN1 NTN4 PAX6 PDGFA PGR PHB2 PLAG1 PLXNA1 PLXND1 PML POLB PROP1 PROX1 PTCH1 PTN RARG RPS6KA1 RXFP1 SCRIB SEMA3C SERPINB5 SFRP1 SHH SNAI2 SOSTDC1 SOX9 SRC STAT6 SULF1 SULF2 TBX2 TBX3 TGFA TGFB1 TGFB2 TGFB3 TGFBR2 TGM2 TNC TNF TNFAIP3 TP63 TWSG1 VDR WNT3A WNT4 WNT5A XBP1 GOBP_GLIAL_CELL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLIAL_CELL_ACTIVATION ADORA2A AGER AIF1 APP ATM AZU1 C1QA C5AR1 CCL3 CLU CNTF CST7 CTSC CX3CL1 CX3CR1 GRN IFNG IFNGR1 IFNGR2 IL13 IL1B IL33 IL4 IL6 ITGAM ITGB2 JAK2 KCNJ8 LDLR LRP1 LRRK2 MAPT MIR128-1 MIR142 MIR181B1 MIR181C MMP8 NAGLU NR1D1 PSEN1 PTPRC SMO SNCA SPHK1 STAP1 SYT11 TAFA3 TLR2 TLR3 TLR6 TLR9 TNF TREM2 TRPV1 TTBK1 TYROBP ZEB2 GOBP_GLIAL_CELL_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLIAL_CELL_APOPTOTIC_PROCESS AKAP12 CASP3 CASP9 CCL2 DLL1 GAS6 PRKCA PRKCD PRKCH PRKCI RAD21 RB1 TNFRSF21 TP53 TRAF2 TREM2 GOBP_GLIAL_CELL_DERIVED_NEUROTROPHIC_FACTOR_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLIAL_CELL_DERIVED_NEUROTROPHIC_FACTOR_RECEPTOR_SIGNALING_PATHWAY GATA3 GDF15 GFRA1 GFRA2 GFRA4 GFRAL RET SULF1 SULF2 GOBP_GLIAL_CELL_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLIAL_CELL_DEVELOPMENT ABCA2 ADGRG6 ADORA2A AGER AKT1 AKT2 ANO1 APP ARHGEF10 ASCL1 ASPA B4GALT5 B4GALT6 C1QA C5AR1 CDK5 CDK6 CERS5 CLU CNTF CNTN1 CNTN2 CNTNAP1 CSPG5 DAG1 DICER1 DLL1 DRD1 EIF2B1 EIF2B2 EIF2B3 EIF2B4 EIF2B5 ERCC2 FA2H GFAP GPM6B GRN HDAC11 HES5 ID4 IFNG IFNGR1 IL1B IL6 ILK ITGB4 KCNJ10 KRAS LAMB2 LAMC3 LDLR LGI4 LPAR1 LRP1 LYN MAG MAL MAPT MDK MECP2 MED12 MIOS MIR142 MIR181B1 MIR181C MIR26A1 MOBP MXRA8 MYOC MYRF NAGLU NCMAP NCSTN NDRG1 NF1 NKX2-2 NKX6-2 NR1D1 NRROS NSUN5 NTRK2 OLIG1 PALS1 PARD3 PHGDH PICK1 PLEC PLP1 POU3F1 POU3F2 PPP3R1 PRDM8 PRX PSEN1 PTEN ROR1 ROR2 S100A8 S100A9 SH3TC2 SHH SIRT2 SKI SLC25A46 SMO SOD1 SOX10 SOX11 SOX4 TENM4 TLR2 TLR4 TNF TPPP TREM2 TSPAN2 TTBK1 VIM WASF3 ZEB2 ZNF488 GOBP_GLIAL_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLIAL_CELL_DIFFERENTIATION ABCA2 ABL1 ACAN ADGRG6 ADORA2A AGER AKT1 AKT2 ANO1 APP ARHGEF10 ASCL1 ASPA B4GALT5 B4GALT6 BCAN BIN1 BMP2 BNIP3 BOK C1QA C5AR1 CDH2 CDK1 CDK5 CDK6 CDKN2C CERS5 CLCF1 CLCN2 CLU CNP CNTF CNTN1 CNTN2 CNTNAP1 CRB1 CSK CSPG5 CTNNB1 CUL4B CXCR4 DAAM2 DAB1 DAG1 DICER1 DLL1 DLX1 DLX2 DNER DRD1 DRD3 DTX1 DUSP10 DUSP15 EGR2 EIF2B1 EIF2B2 EIF2B3 EIF2B4 EIF2B5 EMX1 EOMES EPHA4 ERBB2 ERBB3 ERCC2 F2 FA2H FGF10 FGF2 FGF5 GAP43 GBA1 GCM1 GFAP GLI3 GPC1 GPM6B GPR157 GPR17 GPR37L1 GRN GSX2 HAPLN1 HAPLN2 HAPLN3 HAPLN4 HDAC1 HDAC11 HDAC2 HES1 HES5 ID2 ID4 IFNG IFNGR1 IL1B IL33 IL34 IL6 IL6ST ILK ITGB4 KCNJ10 KDM4A KLF15 KRAS LAMA2 LAMB2 LAMC3 LARGE1 LDLR LEF1 LGI4 LIF LIN28A LPAR1 LRP1 LYN MAG MAL MAP2K1 MAPK1 MAPK3 MAPT MBD1 MDK MECP2 MED12 METRN METTL14 METTL3 MIOS MIR142 MIR181B1 MIR181C MIR26A1 MMP24 MOBP MTOR MXRA8 MYD88 MYOC MYRF NAB1 NAB2 NAGLU NCAN NCMAP NCSTN NDP NDRG1 NEUROD4 NF1 NFIA NFIB NKX2-1 NKX2-2 NKX6-1 NKX6-2 NOG NOTCH1 NR1D1 NR2E1 NR3C1 NRROS NSUN5 NTRK2 OLIG1 OLIG2 OPALIN PALS1 PARD3 PAX2 PAX6 PHGDH PHOX2B PICK1 PLEC PLP1 PLPP3 POU3F1 POU3F2 PPP3R1 PRDM8 PRMT5 PRX PSEN1 PTEN PTN PTPN11 PTPRZ1 RELA RELN RHEB RHOA RNF112 ROR1 ROR2 S100A8 S100A9 SERPINE2 SH3TC2 SHH SIRT2 SKI SLC25A46 SLC45A3 SLC8A3 SMO SOD1 SOX1 SOX10 SOX11 SOX13 SOX2 SOX4 SOX6 SOX8 SOX9 SPINT1 SRSF1 STAT3 SUZ12 TAL1 TENM4 TGFB1 TLR2 TLR4 TMEM98 TNF TNFRSF1B TNFRSF21 TP73 TPPP TREM2 TRPC4 TSPAN2 TTBK1 TTC21B TUBA1A VAX1 VCAN VIM VPS54 VTN WASF3 WDR1 ZEB2 ZNF365 ZNF488 GOBP_GLIAL_CELL_FATE_COMMITMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLIAL_CELL_FATE_COMMITMENT ASCL1 CTNNB1 GCM1 HES5 NFIA NFIB NKX2-2 OLIG2 PAX6 SOX2 SOX8 SOX9 TAL1 GOBP_GLIAL_CELL_FATE_SPECIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLIAL_CELL_FATE_SPECIFICATION ASCL1 NFIA NFIB NKX2-2 OLIG2 PAX6 SOX9 GOBP_GLIAL_CELL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLIAL_CELL_MIGRATION ADGRG1 APCDD1 ATP1B2 AZU1 BMERB1 CCL2 CCL3 CCR2 CD9 CDK5 CDK5R1 CDK5R2 CERS2 COL3A1 CRKL CSF1 CSPG4 CTNNB1 CX3CL1 CX3CR1 DAB1 DAB2IP DISC1 EPHA4 FOXG1 GLI3 GPR183 HEXB LAMB1 LRP8 MBOAT7 MIR221 MIR222 MMP14 NDN NF1 NR2E1 NTN1 P2RX4 P2RY1 P2RY12 PAFAH1B1 PTPRB RELN RRAS RRAS2 RTN4 SCRIB SRGAP2 SRGAP2C STAP1 SUN1 SUN2 SYNE2 TGFB2 TIAM1 TREM2 TSPO WDR47 ZMIZ1 GOBP_GLIAL_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLIAL_CELL_PROLIFERATION ABCC8 AREG ASCL2 CDKN2B CERS2 CHRM1 CLU CSF1 CSF1R CX3CL1 CYSLTR1 DICER1 ETV5 GBA1 GFAP HES1 IL1B IL33 IL34 IL6 KRAS LEPR LGI4 LTA LYN MECP2 MIR125B1 MIR146A MIR221 MIR222 MYB NDP NF1 NF2 NFIA NFIB NOTCH1 NTN1 ORC3 PENK PLAG1 PPP1CC PRKCH PRKCI PTK2B RB1 RNF10 SHH SKI SLC7A5 SOX10 SOX11 SOX4 TNF TP53 TREM2 TSPO UFL1 VEGFC GOBP_GLIOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLIOGENESIS ABCA2 ABCC8 ABL1 ACAN ADGRG1 ADGRG6 ADORA2A AGER AKT1 AKT2 ANO1 ANXA1 APCDD1 APP AREG ARHGEF10 ASCL1 ASCL2 ASPA ATOH1 ATP1B2 AZU1 B4GALT5 B4GALT6 BCAN BIN1 BMERB1 BMP2 BNIP3 BOK C1QA C5AR1 CCL2 CCL3 CCR2 CD9 CDH2 CDK1 CDK5 CDK5R1 CDK5R2 CDK6 CDKN2B CDKN2C CERS2 CERS5 CHRM1 CLCF1 CLCN2 CLU CNP CNTF CNTN1 CNTN2 CNTNAP1 COL3A1 CRB1 CRKL CSF1 CSF1R CSK CSPG4 CSPG5 CTNNB1 CUL4B CX3CL1 CX3CR1 CXCR4 CYSLTR1 DAAM2 DAB1 DAB2IP DAG1 DICER1 DISC1 DLL1 DLX1 DLX2 DNER DRD1 DRD3 DTX1 DUSP10 DUSP15 EGR2 EIF2B1 EIF2B2 EIF2B3 EIF2B4 EIF2B5 EMX1 EOMES EPHA4 ERBB2 ERBB3 ERCC2 ETV5 EZH2 F2 FA2H FGF10 FGF2 FGF5 FOXG1 GAP43 GBA1 GCM1 GCM2 GFAP GJC2 GLI3 GPC1 GPM6B GPR157 GPR17 GPR183 GPR37L1 GRN GSX2 HAPLN1 HAPLN2 HAPLN3 HAPLN4 HDAC1 HDAC11 HDAC2 HES1 HES5 HEXB ID2 ID4 IFNG IFNGR1 IL1B IL33 IL34 IL6 IL6ST ILK ITGB4 KCNJ10 KDM4A KLF15 KRAS LAMA2 LAMB1 LAMB2 LAMC3 LARGE1 LDLR LEF1 LEPR LGI4 LIF LIN28A LPAR1 LRP1 LRP2 LRP8 LTA LYN MAG MAL MAP2K1 MAPK1 MAPK3 MAPT MBD1 MBOAT7 MDK MECP2 MED12 METRN METTL14 METTL3 MIOS MIR125B1 MIR142 MIR146A MIR181B1 MIR181C MIR221 MIR222 MIR26A1 MMP14 MMP24 MOBP MTOR MXRA8 MYB MYD88 MYOC MYRF NAB1 NAB2 NAGLU NCAN NCMAP NCSTN NDN NDP NDRG1 NDUFS2 NEUROD4 NF1 NF2 NFIA NFIB NKX2-1 NKX2-2 NKX6-1 NKX6-2 NOG NOTCH1 NR1D1 NR2E1 NR3C1 NRROS NSUN5 NTN1 NTRK2 OLIG1 OLIG2 OPALIN ORC3 P2RX4 P2RY1 P2RY12 PAFAH1B1 PALS1 PARD3 PAX2 PAX6 PENK PHGDH PHOX2B PICK1 PITX3 PLAG1 PLEC PLP1 PLPP3 POU3F1 POU3F2 PPP1CC PPP3R1 PRDM8 PRKCH PRKCI PRMT5 PRX PSEN1 PTEN PTK2B PTN PTPN11 PTPRB PTPRZ1 RB1 RELA RELN RHEB RHOA RNF10 RNF112 ROR1 ROR2 RRAS RRAS2 RTN4 S100A8 S100A9 SCRIB SERPINE2 SH3TC2 SHH SIRT2 SKI SLC25A46 SLC45A3 SLC7A5 SLC8A3 SMO SOD1 SOX1 SOX10 SOX11 SOX13 SOX2 SOX4 SOX6 SOX8 SOX9 SPINT1 SRGAP2 SRGAP2C SRSF1 STAP1 STAT3 SUN1 SUN2 SUZ12 SYNE2 TAL1 TENM4 TGFB1 TGFB2 TIAM1 TLR2 TLR4 TMEM98 TNF TNFRSF1B TNFRSF21 TP53 TP73 TPPP TREM2 TRPC4 TSPAN2 TSPO TTBK1 TTC21B TUBA1A UFL1 VAX1 VCAN VEGFC VIM VPS54 VTN WASF3 WDR1 WDR47 ZEB2 ZMIZ1 ZNF365 ZNF488 GOBP_GLOMERULAR_BASEMENT_MEMBRANE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLOMERULAR_BASEMENT_MEMBRANE_DEVELOPMENT COL4A3 COL4A4 EXT1 LAMB2 MPV17 MYO1E NID1 NPHS1 SULF1 SULF2 WT1 GOBP_GLOMERULAR_EPITHELIAL_CELL_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLOMERULAR_EPITHELIAL_CELL_DEVELOPMENT ADIPOQ ASXL1 FOXJ1 IQGAP1 JAG1 LAMB2 MAGI2 MYO1E NOTCH2 NPHS1 NPHS2 PODXL GOBP_GLOMERULAR_EPITHELIAL_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLOMERULAR_EPITHELIAL_CELL_DIFFERENTIATION ADIPOQ ASXL1 BASP1 CD24 EDNRA EDNRB EXT1 FOXC2 FOXJ1 IQGAP1 JAG1 KLF15 LAMB2 MAGI2 MYO1E NOTCH2 NPHS1 NPHS2 PODXL PROM1 PTPRO WT1 GOBP_GLOMERULAR_EPITHELIUM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLOMERULAR_EPITHELIUM_DEVELOPMENT ADIPOQ ASXL1 BASP1 CD24 CD34 EDNRA EDNRB EXT1 FOXC1 FOXC2 FOXJ1 IQGAP1 JAG1 KLF15 LAMB2 MAGI2 MYO1E NOTCH2 NPHS1 NPHS2 PECAM1 PODXL PROM1 PTPRO WT1 GOBP_GLOMERULAR_MESANGIAL_CELL_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLOMERULAR_MESANGIAL_CELL_DEVELOPMENT ACTA2 FOXC2 GPR4 NOTCH1 PDGFB GOBP_GLOMERULAR_MESANGIAL_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLOMERULAR_MESANGIAL_CELL_PROLIFERATION BMP4 BMP7 CFLAR EGR1 IL6R ITGB3 MIR125A PDGFA PDGFB PDGFD PDGFRB SERPINB7 WT1 GOBP_GLOMERULAR_MESANGIUM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLOMERULAR_MESANGIUM_DEVELOPMENT ACTA2 BMP4 BMP7 CD34 CFLAR EGR1 FOXC2 GPR4 IL6R ITGB3 MIR125A NOTCH1 PDGFA PDGFB PDGFD PDGFRB SERPINB7 WT1 GOBP_GLOMERULUS_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLOMERULUS_DEVELOPMENT ACTA2 ADIPOQ AGTR2 ANGPT1 ANGPT2 AQP1 ASXL1 BASP1 BCL2 BMP4 BMP7 CD24 CD34 CFLAR COL4A3 COL4A4 EDNRA EDNRB EGR1 ENPEP EXT1 FOXC1 FOXC2 FOXJ1 GPR4 HES1 HEYL IL6R IQGAP1 ITGB3 JAG1 KIRREL3 KLF15 LAMB2 LGR4 LHX1 MAGI2 MEF2C MIR125A MPV17 MTSS1 MYO1E NID1 NOG NOTCH1 NOTCH2 NOTCH3 NPHS1 NPHS2 OSR1 PAX2 PDGFA PDGFB PDGFD PDGFRA PDGFRB PECAM1 PLCE1 PODXL PPP3CA PROM1 PTPRO RET SERPINB7 SULF1 SULF2 TCF21 TEK WT1 WWTR1 GOBP_GLOMERULUS_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLOMERULUS_MORPHOGENESIS BMP4 KIRREL3 MEF2C MTSS1 NOTCH2 NOTCH3 PDGFRA PDGFRB TCF21 GOBP_GLOMERULUS_VASCULATURE_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLOMERULUS_VASCULATURE_MORPHOGENESIS BMP4 NOTCH2 NOTCH3 PDGFRA PDGFRB TCF21 GOBP_GLOSSOPHARYNGEAL_NERVE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLOSSOPHARYNGEAL_NERVE_DEVELOPMENT HOXA3 HOXB3 HOXD3 NAV2 PLXNA4 GOBP_GLUCAN_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLUCAN_BIOSYNTHETIC_PROCESS ACADM AGL AKT1 AKT2 DYRK2 ENPP1 EPM2AIP1 GBE1 GCK GSK3A GSK3B GYG1 GYG2 GYS1 GYS2 IGF1 IGF2 INPP5K INS INSR IRS1 IRS2 MIR1271 MIR15B MIR195 NHLRC1 NR1D1 PASK PER2 PHKG1 PHKG2 PPP1CA PPP1CB PPP1R3A PPP1R3B PPP1R3C PPP1R3D PPP1R3E PPP1R3F PPP1R3G PRKAG3 PTGES3 PTH SELENOS SORBS1 UGP2 GOBP_GLUCAN_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLUCAN_METABOLIC_PROCESS ACADM ADCY10 AGL AKT1 AKT2 DYRK2 ENPP1 EPM2AIP1 G6PC1 GAA GABARAPL1 GBE1 GCGR GCK GNMT GSK3A GSK3B GYG1 GYG2 GYS1 GYS2 IGF1 IGF2 IL6ST INPP5K INS INSR IRS1 IRS2 KHK LEPR MGAM MIR1271 MIR15B MIR195 NHLRC1 NPC1 NR1D1 PASK PCDH12 PER2 PFKM PGM2 PHKA1 PHKA2 PHKB PHKG1 PHKG2 PHLDA2 POMC PPP1CA PPP1CB PPP1CC PPP1R1A PPP1R2 PPP1R2B PPP1R2P1 PPP1R3A PPP1R3B PPP1R3C PPP1R3D PPP1R3E PPP1R3F PPP1R3G PRKAG2 PRKAG3 PTGES3 PTH PYGB PYGL PYGM RB1CC1 RUBCNL SELENOS SORBS1 STBD1 STK40 UGP2 GOBP_GLUCOCORTICOID_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLUCOCORTICOID_BIOSYNTHETIC_PROCESS ATP1A1 BMP2 BMP5 CACNA1H CRH CYP11A1 CYP11B1 CYP11B2 CYP17A1 CYP21A2 DGKQ DKK3 H6PD NR3C1 REST WNT4 GOBP_GLUCOCORTICOID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLUCOCORTICOID_METABOLIC_PROCESS APOA1 ATP1A1 BMP2 BMP5 CACNA1H CBR1 CRH CYP11A1 CYP11B1 CYP11B2 CYP17A1 CYP21A2 DGKQ DKK3 GAL H6PD HSD11B2 MECP2 NR3C1 REST SERPINA6 STAR STUB1 WNT4 YWHAH GOBP_GLUCOCORTICOID_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLUCOCORTICOID_SECRETION CRH CRHR1 CRY1 CRY2 GAL GALR1 GHRL KCNQ1 POMC PTPN11 SELENOM TSPO GOBP_GLUCOSAMINE_CONTAINING_COMPOUND_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLUCOSAMINE_CONTAINING_COMPOUND_CATABOLIC_PROCESS AMDHD2 CHI3L1 CHI3L2 CHIA CHIT1 CTBS GNPDA1 GNPDA2 OVGP1 GOBP_GLUCOSAMINE_CONTAINING_COMPOUND_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLUCOSAMINE_CONTAINING_COMPOUND_METABOLIC_PROCESS AMDHD2 CHI3L1 CHI3L2 CHIA CHIT1 CHST1 CHST2 CHST3 CHST4 CHST5 CHST6 CHST7 CTBS EXTL2 GNE GNPDA1 GNPDA2 LARGE1 MGAT3 NAGK NANP OGA OVGP1 PGM3 RENBP GOBP_GLUCOSE_6_PHOSPHATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLUCOSE_6_PHOSPHATE_METABOLIC_PROCESS ALDOB DERA G6PC1 G6PC2 G6PC3 G6PD GCK GPI H6PD HK1 HK2 HK3 HKDC1 MLST8 MTOR PGAM1 PGD PGLS PRPS2 RBKS RPE RPEL1 RPIA RPTOR SHPK TALDO1 TIGAR TKT TP53 GOBP_GLUCOSE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLUCOSE_CATABOLIC_PROCESS ACTN3 ADCY10 BAD ENO1 ENO2 ENO3 FOXK1 FOXK2 GCK HK1 HK2 HK3 LRP5 MIR210 PFKFB2 PFKL PFKM PFKP PGAM1 PGAM2 PGK1 PGK2 PKM TIGAR TKTL1 TP53 TPI1 GOBP_GLUCOSE_IMPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLUCOSE_IMPORT ACE ADIPOQ AKT1 AKT2 APPL1 APPL2 ARPP19 ASPSCR1 C1QTNF12 CAPN10 CLTCL1 CREBL2 DHRS7C DRD1 ENPP1 ERFE FGF19 FGF21 GPC3 GRB10 GSK3A HK2 HNF1A IGF1 INS INSR IRS1 IRS2 ITLN1 KLF15 LEP MAPK14 MEF2A MIR103A1 MIR107 MIR143 MIR223 NFE2L2 OCLN OPN3 OSBPL8 OSTN PEA15 PID1 PIK3R1 PLA2G1B POU4F2 PRKAG2 PRKCI PTH PTPN11 RAB4B RHOQ RNASEL RPS6KB1 RTN2 SELENOS SESN2 SGCB SIRT6 SLC1A2 SLC25A27 SLC27A1 SLC27A4 SLC2A1 SLC2A14 SLC2A2 SLC2A3 SLC2A4 SORBS1 SORT1 STXBP3 TERT TNF TRARG1 TSC1 ZDHHC7 GOBP_GLUCOSE_IMPORT_ACROSS_PLASMA_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLUCOSE_IMPORT_ACROSS_PLASMA_MEMBRANE SLC2A1 SLC2A10 SLC2A3 SLC5A1 SLC5A2 GOBP_GLUCOSE_IMPORT_IN_RESPONSE_TO_INSULIN_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLUCOSE_IMPORT_IN_RESPONSE_TO_INSULIN_STIMULUS SGCB SLC27A1 SLC27A4 SLC2A4 TRARG1 ZDHHC7 GOBP_GLUCOSE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLUCOSE_METABOLIC_PROCESS ACACB ACADM ACTN3 ADCY10 ADIPOQ ADIPOR1 ADPGK AKT1 AKT2 ALDOB ALDOC APOD ARPP19 ATF3 ATF4 BAD BCKDK BRAT1 BRS3 C1QTNF1 C1QTNF12 C1QTNF3 CLK2 CPT1A CRTC2 CRY1 DCXR DDB1 DGKQ DLAT DUSP12 DYRK2 ENO1 ENO2 ENO3 EP300 EPM2AIP1 ERFE FABP5 FBP1 FBP2 FOXA2 FOXK1 FOXK2 FOXO1 G6PC1 G6PC2 G6PC3 G6PD GAA GALM GAPDH GAPDHS GCG GCK GCKR GDPGP1 GHRL GNB3 GNMT GOT1 GPD1 GPI GPLD1 GPT GPT2 GSK3A H6PD HECTD4 HK1 HK2 HK3 HKDC1 IGF1 IGF2 IGFBP3 IGFBP4 INPPL1 INS INSR IRS1 IRS2 KAT2A KAT2B KBTBD2 KCNJ11 KCNQ1 LCMT1 LEP LEPR LIPA LRP5 MAPK14 MDH1 MDH2 MIDN MIR103A1 MIR107 MIR210 MLYCD MST1 NCOA2 NLN NNMT NPY1R NR3C1 OAS1 OGT OMA1 ONECUT1 PC PCK1 PCK2 PDHA1 PDHA2 PDHB PDK1 PDK2 PDK3 PDK4 PDX1 PER2 PFKFB1 PFKFB2 PFKL PFKM PFKP PGAM1 PGAM2 PGK1 PGK2 PGM1 PGM2 PGM2L1 PGP PHKG2 PIK3CA PKM PMAIP1 PPARA PPARD PPARGC1A PPP1R3E PPP1R3G PPP4R3B PRKAA1 PRKACA PRKN PTH PTPN2 RANBP2 RBP4 RGN RORA RORC SDHAF3 SDS SELENOS SERP1 SERPINA12 SESN2 SIK1 SIRT1 SIRT6 SIRT7 SLC25A1 SLC25A10 SLC25A11 SLC25A12 SLC25A13 SLC35B4 SLC37A4 SLC39A14 SLC45A3 SOGA1 SORBS1 SORD SRC STK11 TCF7L2 TFAP2B TFF3 TIGAR TKTL1 TNF TP53 TPI1 TSTD1 USP7 WDR5 WDTC1 ZMPSTE24 ZNF692 GOBP_GLUCOSYLCERAMIDE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLUCOSYLCERAMIDE_METABOLIC_PROCESS FA2H GBA1 GBA2 GBA3 PRKAA1 PRKCD UGCG GOBP_GLUCURONATE_CATABOLIC_PROCESS_TO_XYLULOSE_5_PHOSPHATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLUCURONATE_CATABOLIC_PROCESS_TO_XYLULOSE_5_PHOSPHATE AKR1A1 CRYL1 DCXR SORD XYLB GOBP_GLUTAMATERGIC_NEURON_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLUTAMATERGIC_NEURON_DIFFERENTIATION CABP4 CBLN1 GNAT2 GRID2 KNDC1 LBX1 MTPN NAGLU NDP OPHN1 PAX6 PRDM1 PROX1 RHO VSX1 WNT7A ZHX2 GOBP_GLUTAMATE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLUTAMATE_CATABOLIC_PROCESS ADHFE1 GAD1 GAD2 GLUD1 GLUD2 GLUL GOT1 GOT2 GOBP_GLUTAMATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLUTAMATE_METABOLIC_PROCESS AADAT ADHFE1 ALDH18A1 ALDH4A1 ALDH5A1 AMDHD1 ASL ATCAY DGLUCY FPGS FTCD GAD1 GAD2 GCLC GCLM GGT1 GLS GLS2 GLUD1 GLUD2 GLUL GOT1 GOT2 HAL MTHFS NAGS NR1H4 OAT PRODH PRODH2 SLC7A11 TAT UROC1 GOBP_GLUTAMATE_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLUTAMATE_RECEPTOR_SIGNALING_PATHWAY APP CDK5R1 CLN3 CPEB4 CX3CL1 DAGLA FMR1 FRRS1L FYN GNAQ GRIA1 GRIA2 GRIA3 GRIA4 GRID1 GRID2 GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B GRM1 GRM2 GRM3 GRM4 GRM5 GRM6 GRM7 GRM8 HOMER1 HOMER2 HOMER3 KCNB1 NCSTN NECAB2 PLCB1 PLP1 PRNP PTK2B SHANK3 SLC1A1 SSTR1 TRPM1 GOBP_GLUTAMATE_REUPTAKE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLUTAMATE_REUPTAKE ATP1A2 CLN8 ITGB1 KCNJ10 PER2 SLC17A8 GOBP_GLUTAMATE_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLUTAMATE_SECRETION ABCC8 ADORA1 ADORA2A APBA1 AVP AVPR1A DTNBP1 GABBR1 GIPC1 GJA1 GRM2 GRM7 HRH3 KCNJ8 KMO NF1 NPY5R NTRK2 NTSR1 P2RX7 PRKG1 RAB3GAP1 SLC38A2 SNCA STXBP1 SYT4 TRH TRPV1 GOBP_GLUTAMATE_SECRETION_NEUROTRANSMISSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLUTAMATE_SECRETION_NEUROTRANSMISSION ABCC8 DTNBP1 KCNJ8 KMO NF1 RAB3GAP1 SLC38A2 STXBP1 GOBP_GLUTAMINE_FAMILY_AMINO_ACID_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLUTAMINE_FAMILY_AMINO_ACID_BIOSYNTHETIC_PROCESS ALDH18A1 ASL ASS1 CLN3 GLS GLS2 GLUD1 GLUD2 GLUL LGSN NAGS NOXRED1 OAT OTC PYCR1 PYCR2 PYCR3 GOBP_GLUTAMINE_FAMILY_AMINO_ACID_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLUTAMINE_FAMILY_AMINO_ACID_CATABOLIC_PROCESS ADHFE1 ALDH4A1 ARG1 ARG2 ARHGAP11B ASRGL1 ATP2B4 DAO DDAH1 DDAH2 FAH GAD1 GAD2 GLS GLS2 GLUD1 GLUD2 GLUL GOT1 GOT2 MIR21 NOS1 NOS2 NOS3 OAT PRODH PRODH2 GOBP_GLUTAMINE_FAMILY_AMINO_ACID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLUTAMINE_FAMILY_AMINO_ACID_METABOLIC_PROCESS AADAT ADHFE1 ADSS1 AGMAT ALDH18A1 ALDH4A1 ALDH5A1 AMDHD1 ARG1 ARG2 ARHGAP11B ART4 ASL ASNS ASNSD1 ASRGL1 ASS1 ATCAY ATP2B4 CAD CLN3 CPS1 CTPS1 CTPS2 DAO DDAH1 DDAH2 DGLUCY FAH FPGS FTCD GAD1 GAD2 GCLC GCLM GFPT1 GFPT2 GGT1 GLS GLS2 GLUD1 GLUD2 GLUL GLYATL1 GLYATL1B GMPS GOT1 GOT2 HAL LGSN MECP2 MIR21 MTHFS NAGS NIT2 NOS1 NOS2 NOS3 NOXRED1 NR1H4 OAT OTC PFAS PHGDH PPAT PRODH PRODH2 PYCR1 PYCR2 PYCR3 RIMKLA RIMKLB SIRT4 SLC38A1 SLC39A8 SLC7A11 SLC7A7 TAT UCP2 UROC1 GOBP_GLUTAMINE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLUTAMINE_METABOLIC_PROCESS ADSS1 ARHGAP11B ASL ASNS ASNSD1 CAD CPS1 CTPS1 CTPS2 GFPT1 GFPT2 GLS GLS2 GLUD1 GLUL GLYATL1 GLYATL1B GMPS LGSN MECP2 NIT2 NR1H4 PFAS PHGDH PPAT SIRT4 SLC38A1 UCP2 GOBP_GLUTAMINE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLUTAMINE_TRANSPORT LEP SLC1A4 SLC1A5 SLC38A1 SLC38A2 SLC38A3 SLC38A5 SLC38A6 SLC38A7 SLC38A9 GOBP_GLUTATHIONE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLUTATHIONE_CATABOLIC_PROCESS CHAC1 CHAC2 DPEP1 GGT1 GGT2P GGT3P GGT5 GGT7 GGTLC1 GGTLC2 GGTLC3 GOBP_GLUTATHIONE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLUTATHIONE_METABOLIC_PROCESS ARL6IP5 CHAC1 CHAC2 CTNS DPEP1 ETHE1 G6PD GCLC GCLM GGT1 GGT2P GGT3P GGT5 GGT6 GGT7 GGTLC1 GGTLC2 GGTLC3 GLO1 GLRX2 GPX1 GPX4 GSR GSS GSTA1 GSTA2 GSTA3 GSTA4 GSTA5 GSTK1 GSTM1 GSTM2 GSTM3 GSTM4 GSTM5 GSTO1 GSTO2 GSTP1 GSTT1 GSTT2 GSTT2B GSTT4 GSTZ1 HAGH HPGDS IDH1 MGST2 MMACHC NAT8 NDP NFE2L2 OPLAH PARK7 SLC1A1 SLC1A2 SLC7A11 SOD1 SOD2 GOBP_GLUTATHIONE_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLUTATHIONE_TRANSMEMBRANE_TRANSPORT ABCC1 ABCC4 ABCC5 GJA1 SLC13A3 SLC25A39 SLC7A11 GOBP_GLUTATHIONE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLUTATHIONE_TRANSPORT ABCC1 ABCC4 ABCC5 GJA1 MGST1 NHERF1 SLC13A3 SLC25A39 SLC7A11 GOBP_GLYCERALDEHYDE_3_PHOSPHATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLYCERALDEHYDE_3_PHOSPHATE_METABOLIC_PROCESS ALDOB GLYCTK TALDO1 TKFC TKT TPI1 GOBP_GLYCEROLIPID_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLYCEROLIPID_BIOSYNTHETIC_PROCESS ABHD3 ABHD4 ABHD5 ACP6 ACSL1 ACSL3 AGMO AGPAT1 AGPAT2 AGPAT3 AGPAT4 AGPAT5 AJUBA ALOX15 ANG APOA1 APOA2 ATG14 ATM AVIL AWAT2 BECN1 BMX BPNT1 BPNT2 C3 CAPN2 CDIPT CDS1 CDS2 CEPT1 CHAT CHKA CHKB CHPT1 CISH CLN3 CNEP1R1 CRLS1 CTDNEP1 CWH43 DGAT1 DGAT2 DGAT2L6 DGKA DGKB DGKD DGKE DGKG DGKH DGKQ DGKZ DHRS7B DPM1 DPM2 DPM3 EFR3A EFR3B ETNK1 ETNK2 FABP3 FABP5 FAR1 FBXW7 FGF2 FIG4 FITM2 GK GNPAT GPAA1 GPAM GPAT2 GPAT3 GPAT4 GPLD1 HDHD5 HTR2A HTR2B HTR2C HYCC1 HYCC2 IMPA1 IMPA2 INPP1 INPP4A INPP4B INPP5D INPP5E INPP5F INPP5J INPP5K INPPL1 IP6K1 IP6K2 IP6K3 ITPKA ITPKB ITPKC KAT5 LCAT LCLAT1 LDLR LIPH LIPI LPCAT1 LPCAT2 LPCAT3 LPCAT4 LPGAT1 LPIN1 LPIN2 LPIN3 MBOAT7 MFSD2A MIR29B1 MIR30C1 MIR548P MOGAT1 MOGAT2 MOGAT3 MPPE1 MTM1 MTMR1 MTMR14 MTMR2 MTMR3 MTMR4 MTMR6 MTMR7 NR1H2 NR1H3 NR1H4 OCRL P3R3URF PCK1 PCK2 PCYT1A PCYT1B PCYT2 PDGFA PDGFB PEMT PGAP1 PGAP2 PGAP3 PGAP4 PGS1 PI4K2A PI4K2B PI4KA PI4KAP2 PI4KB PIGA PIGB PIGC PIGF PIGG PIGH PIGK PIGL PIGM PIGN PIGO PIGP PIGQ PIGS PIGT PIGU PIGV PIGW PIGY PIGZ PIK3C2A PIK3C2B PIK3C2G PIK3C3 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R4 PIKFYVE PIP4K2A PIP4K2B PIP4K2C PIP5K1A PIP5K1B PIP5K1C PIP5KL1 PIPSL PISD PITPNM1 PITPNM2 PITPNM3 PLA2G15 PLA2G4A PLA2G4C PLA2G6 PLCE1 PLCG2 PLD1 PLD2 PLIN5 PLSCR1 PLSCR3 PNPLA2 PNPLA3 PTDSS1 PTDSS2 PTEN PTPMT1 RAB38 RGN SACM1L SCARB1 SELENOI SH3YL1 SIK1 SIRT1 SLA2 SLC27A1 SLC30A5 SLC44A1 SLC44A2 SLC44A3 SLC44A4 SLC44A5 SMG1 SOCS1 SOCS2 SOCS3 SOCS4 SOCS5 SOCS6 SOCS7 SREBF1 SYNJ1 SYNJ2 TAFAZZIN TAMM41 THRSP TMEM150A TPTE2 TTC7A TTC7B UVRAG VAC14 GOBP_GLYCEROLIPID_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLYCEROLIPID_CATABOLIC_PROCESS AADAC ABHD12 ABHD12B ABHD16A ABHD16B ABHD2 ABHD5 ABHD6 APOA2 APOA4 APOA5 APOB APOC1 APOC2 APOC3 CPS1 DAGLA DAGLB DDHD2 ENPP2 ENPP6 FAAH FGF21 GDE1 GDPD1 GDPD3 GPCPD1 GPIHBP1 GPLD1 INPP5F LDLR LIPC LIPE LIPG LPL LYPLA2 MGLL PIK3CG PLA2G10 PLA2G15 PLA2G4A PLA2G4B PLA2G4C PLA2G4D PLA2G4E PLA2G4F PLA2G5 PLA2G6 PLA2G7 PLB1 PLCB1 PLIN5 PNLIPRP2 PNPLA1 PNPLA2 PNPLA3 PNPLA4 PNPLA5 PNPLA6 PNPLA7 PNPLA8 PRDX6 SCARB1 SMPD4 SORL1 GOBP_GLYCEROLIPID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLYCEROLIPID_METABOLIC_PROCESS AADAC ABCA3 ABHD12 ABHD12B ABHD16A ABHD16B ABHD2 ABHD3 ABHD4 ABHD5 ABHD6 ACP6 ACSL1 ACSL3 AGK AGMO AGPAT1 AGPAT2 AGPAT3 AGPAT4 AGPAT5 AJUBA ALOX15 ANG APOA1 APOA2 APOA4 APOA5 APOB APOBEC1 APOBR APOC1 APOC2 APOC3 APOE APOH ATG14 ATM AVIL AWAT2 BECN1 BMX BPNT1 BPNT2 C3 CAPN2 CAT CAV1 CAV3 CDIPT CDS1 CDS2 CEPT1 CETP CHAT CHKA CHKB CHPT1 CHRM5 CIDEB CIDEC CISH CLN3 CNEP1R1 CPS1 CPT1A CRLS1 CTDNEP1 CWH43 DAGLA DAGLB DBI DDHD2 DGAT1 DGAT2 DGAT2L6 DGKA DGKB DGKD DGKE DGKG DGKH DGKI DGKK DGKQ DGKZ DHRS7B DNAJC19 DPM1 DPM2 DPM3 EFR3A EFR3B ENPP2 ENPP6 ETNK1 ETNK2 FAAH FABP3 FABP5 FAR1 FBXW7 FGF2 FGF21 FIG4 FITM2 G6PC1 GAL3ST1 GALR2 GDE1 GDPD1 GDPD3 GK GK2 GK5 GNB3 GNPAT GPAA1 GPAM GPAT2 GPAT3 GPAT4 GPCPD1 GPD1 GPIHBP1 GPLD1 GPX1 HADHA HDHD5 HTR2A HTR2B HTR2C HYCC1 HYCC2 IMPA1 IMPA2 INPP1 INPP4A INPP4B INPP5A INPP5B INPP5D INPP5E INPP5F INPP5J INPP5K INPPL1 INSIG1 INSIG2 IP6K1 IP6K2 IP6K3 IPMK ITPKA ITPKB ITPKC KAT5 LCAT LCLAT1 LDLR LIPA LIPC LIPE LIPF LIPG LIPH LIPI LMF1 LPCAT1 LPCAT2 LPCAT3 LPCAT4 LPGAT1 LPIN1 LPIN2 LPIN3 LPL LYPLA2 MBOAT1 MBOAT2 MBOAT7 MECP2 MFSD2A MGLL MIR192 MIR29B1 MIR30C1 MIR548P MOGAT1 MOGAT2 MOGAT3 MPPE1 MTM1 MTMR1 MTMR14 MTMR2 MTMR3 MTMR4 MTMR6 MTMR7 MTMR8 MTMR9 MTTP NAAA NAPEPLD NKX2-3 NR1H2 NR1H3 NR1H4 OC90 OCRL OSBPL10 OSBPL5 OSBPL8 P3R3URF PAFAH1B1 PANK2 PCK1 PCK2 PCSK9 PCYT1A PCYT1B PCYT2 PDGFA PDGFB PDGFRB PEMT PGAP1 PGAP2 PGAP3 PGAP4 PGP PGS1 PHB2 PI4K2A PI4K2B PI4KA PI4KAP2 PI4KB PIGA PIGB PIGC PIGF PIGG PIGH PIGK PIGL PIGM PIGN PIGO PIGP PIGQ PIGS PIGT PIGU PIGV PIGW PIGY PIGZ PIK3C2A PIK3C2B PIK3C2G PIK3C3 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R4 PIKFYVE PIP4K2A PIP4K2B PIP4K2C PIP4P1 PIP4P2 PIP5K1A PIP5K1B PIP5K1C PIP5KL1 PIPSL PISD PITPNM1 PITPNM2 PITPNM3 PLA1A PLA2G10 PLA2G15 PLA2G1B PLA2G2A PLA2G2C PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G4A PLA2G4B PLA2G4C PLA2G4D PLA2G4E PLA2G4F PLA2G5 PLA2G6 PLA2G7 PLAAT1 PLAAT2 PLAAT3 PLAAT4 PLAAT5 PLB1 PLCB1 PLCB2 PLCB3 PLCD1 PLCE1 PLCG1 PLCG2 PLCH2 PLD1 PLD2 PLEK PLIN5 PLSCR1 PLSCR3 PNLIPRP2 PNPLA1 PNPLA2 PNPLA3 PNPLA4 PNPLA5 PNPLA6 PNPLA7 PNPLA8 PON1 PRDX6 PTDSS1 PTDSS2 PTEN PTPMT1 PTPN11 RAB38 RGN SACM1L SCARB1 SEL1L SELENOI SERAC1 SERINC1 SERINC5 SERPINA12 SH3YL1 SIK1 SIRT1 SLA2 SLC22A4 SLC27A1 SLC27A5 SLC30A5 SLC44A1 SLC44A2 SLC44A3 SLC44A4 SLC44A5 SMG1 SMPD4 SOCS1 SOCS2 SOCS3 SOCS4 SOCS5 SOCS6 SOCS7 SORL1 SREBF1 SYNJ1 SYNJ2 TAFAZZIN TAMM41 TBL1XR1 THEM5 THRSP TMEM150A TMEM86B TNXB TPTE2 TTC7A TTC7B UVRAG VAC14 GOBP_GLYCEROL_3_PHOSPHATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLYCEROL_3_PHOSPHATE_METABOLIC_PROCESS GK GK2 GK5 GPAM GPAT2 GPAT3 GPD1 GPD1L GPD2 GOBP_GLYCEROL_ETHER_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLYCEROL_ETHER_METABOLIC_PROCESS AGMO AGPS CHPT1 DHRS7B FAR1 FASN GNPAT LIPE LPCAT2 NCEH1 PAFAH1B1 PEDS1 PEX7 PLA2G10 PLA2G4A PLA2G4C PLA2G6 PLA2G7 PLAAT3 PXMP4 TMEM86B GOBP_GLYCEROL_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLYCEROL_TRANSMEMBRANE_TRANSPORT AQP1 AQP10 AQP11 AQP2 AQP3 AQP7 AQP7B AQP7P3 AQP9 GOBP_GLYCEROPHOSPHOLIPID_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLYCEROPHOSPHOLIPID_BIOSYNTHETIC_PROCESS ABHD3 ABHD4 ABHD5 ACP6 ACSL3 AGPAT1 AGPAT2 AGPAT3 AGPAT4 AGPAT5 AJUBA ALOX15 APOA1 APOA2 ATG14 ATM BECN1 BMX BPNT1 BPNT2 CAPN2 CDIPT CDS1 CDS2 CEPT1 CHAT CHKA CHKB CHPT1 CISH CLN3 CRLS1 CWH43 DGKA DGKB DGKD DGKE DGKG DGKH DGKQ DGKZ DHRS7B DPM1 DPM2 DPM3 EFR3A EFR3B ETNK1 ETNK2 FABP3 FABP5 FAR1 FGF2 FIG4 GNPAT GPAA1 GPAM GPAT2 GPAT3 GPAT4 HDHD5 HTR2A HTR2B HTR2C HYCC1 HYCC2 IMPA1 IMPA2 INPP1 INPP4A INPP4B INPP5D INPP5E INPP5F INPP5J INPP5K INPPL1 IP6K1 IP6K2 IP6K3 ITPKA ITPKB ITPKC LCAT LCLAT1 LIPH LIPI LPCAT1 LPCAT2 LPCAT3 LPCAT4 LPIN1 MBOAT7 MFSD2A MPPE1 MTM1 MTMR1 MTMR14 MTMR2 MTMR3 MTMR4 MTMR6 MTMR7 NR1H4 OCRL P3R3URF PCYT1A PCYT1B PCYT2 PDGFA PDGFB PEMT PGAP1 PGAP2 PGAP3 PGAP4 PGS1 PI4K2A PI4K2B PI4KA PI4KAP2 PI4KB PIGA PIGB PIGC PIGF PIGG PIGH PIGK PIGL PIGM PIGN PIGO PIGP PIGQ PIGS PIGT PIGU PIGV PIGW PIGY PIGZ PIK3C2A PIK3C2B PIK3C2G PIK3C3 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R4 PIKFYVE PIP4K2A PIP4K2B PIP4K2C PIP5K1A PIP5K1B PIP5K1C PIP5KL1 PIPSL PISD PITPNM1 PITPNM2 PITPNM3 PLA2G4A PLA2G4C PLA2G6 PLCG2 PLD1 PLD2 PLSCR1 PLSCR3 PNPLA3 PTDSS1 PTDSS2 PTEN PTPMT1 RAB38 SACM1L SELENOI SH3YL1 SLA2 SLC27A1 SLC30A5 SLC44A1 SLC44A2 SLC44A3 SLC44A4 SLC44A5 SMG1 SOCS1 SOCS2 SOCS3 SOCS4 SOCS5 SOCS6 SOCS7 SYNJ1 SYNJ2 TAFAZZIN TAMM41 TMEM150A TPTE2 TTC7A TTC7B UVRAG VAC14 GOBP_GLYCEROPHOSPHOLIPID_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLYCEROPHOSPHOLIPID_CATABOLIC_PROCESS ABHD12 ABHD12B ABHD16A ABHD16B APOC1 ENPP2 ENPP6 GDE1 GDPD1 GDPD3 GPCPD1 INPP5F LDLR LIPC PLA2G10 PLA2G15 PLA2G4A PLA2G4B PLA2G4C PLA2G4D PLA2G4E PLA2G4F PLA2G5 PLA2G6 PLA2G7 PLB1 PLCB1 PNLIPRP2 PNPLA6 PNPLA7 PNPLA8 PRDX6 SCARB1 SMPD4 GOBP_GLYCEROPHOSPHOLIPID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLYCEROPHOSPHOLIPID_METABOLIC_PROCESS ABCA3 ABHD12 ABHD12B ABHD16A ABHD16B ABHD3 ABHD4 ABHD5 ABHD6 ACP6 ACSL3 AGPAT1 AGPAT2 AGPAT3 AGPAT4 AGPAT5 AJUBA ALOX15 APOA1 APOA2 APOA4 APOC1 ATG14 ATM BECN1 BMX BPNT1 BPNT2 CAPN2 CDIPT CDS1 CDS2 CEPT1 CETP CHAT CHKA CHKB CHPT1 CHRM5 CISH CLN3 CRLS1 CWH43 DBI DGKA DGKB DGKD DGKE DGKG DGKH DGKQ DGKZ DHRS7B DNAJC19 DPM1 DPM2 DPM3 EFR3A EFR3B ENPP2 ENPP6 ETNK1 ETNK2 FABP3 FABP5 FAR1 FGF2 FIG4 GALR2 GDE1 GDPD1 GDPD3 GNPAT GPAA1 GPAM GPAT2 GPAT3 GPAT4 GPCPD1 GPLD1 HADHA HDHD5 HTR2A HTR2B HTR2C HYCC1 HYCC2 IMPA1 IMPA2 INPP1 INPP4A INPP4B INPP5A INPP5B INPP5D INPP5E INPP5F INPP5J INPP5K INPPL1 IP6K1 IP6K2 IP6K3 IPMK ITPKA ITPKB ITPKC LCAT LCLAT1 LDLR LIPC LIPH LIPI LPCAT1 LPCAT2 LPCAT3 LPCAT4 LPGAT1 LPIN1 MBOAT1 MBOAT2 MBOAT7 MECP2 MFSD2A MPPE1 MTM1 MTMR1 MTMR14 MTMR2 MTMR3 MTMR4 MTMR6 MTMR7 MTMR8 MTMR9 NAAA NAPEPLD NR1H2 NR1H3 NR1H4 OC90 OCRL OSBPL10 OSBPL5 OSBPL8 P3R3URF PAFAH1B1 PCYT1A PCYT1B PCYT2 PDGFA PDGFB PDGFRB PEMT PGAP1 PGAP2 PGAP3 PGAP4 PGP PGS1 PHB2 PI4K2A PI4K2B PI4KA PI4KAP2 PI4KB PIGA PIGB PIGC PIGF PIGG PIGH PIGK PIGL PIGM PIGN PIGO PIGP PIGQ PIGS PIGT PIGU PIGV PIGW PIGY PIGZ PIK3C2A PIK3C2B PIK3C2G PIK3C3 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R4 PIKFYVE PIP4K2A PIP4K2B PIP4K2C PIP4P1 PIP4P2 PIP5K1A PIP5K1B PIP5K1C PIP5KL1 PIPSL PISD PITPNM1 PITPNM2 PITPNM3 PLA1A PLA2G10 PLA2G15 PLA2G1B PLA2G2A PLA2G2C PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G4A PLA2G4B PLA2G4C PLA2G4D PLA2G4E PLA2G4F PLA2G5 PLA2G6 PLA2G7 PLAAT1 PLAAT2 PLAAT3 PLAAT4 PLAAT5 PLB1 PLCB1 PLCB2 PLCB3 PLCD1 PLCG1 PLCG2 PLCH2 PLD1 PLD2 PLEK PLSCR1 PLSCR3 PNLIPRP2 PNPLA3 PNPLA6 PNPLA7 PNPLA8 PON1 PRDX6 PTDSS1 PTDSS2 PTEN PTPMT1 RAB38 SACM1L SCARB1 SELENOI SERAC1 SERINC1 SERINC5 SH3YL1 SLA2 SLC27A1 SLC30A5 SLC44A1 SLC44A2 SLC44A3 SLC44A4 SLC44A5 SMG1 SMPD4 SOCS1 SOCS2 SOCS3 SOCS4 SOCS5 SOCS6 SOCS7 SYNJ1 SYNJ2 TAFAZZIN TAMM41 THEM5 TMEM150A TMEM86B TPTE2 TTC7A TTC7B UVRAG VAC14 GOBP_GLYCINE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLYCINE_BIOSYNTHETIC_PROCESS AGXT AGXT2 DHFR DHFR2 DHFRP1 HAO1 SHMT1 SHMT2 GOBP_GLYCINE_IMPORT_ACROSS_PLASMA_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLYCINE_IMPORT_ACROSS_PLASMA_MEMBRANE RGS2 RGS4 SLC6A20 SLC6A5 SLC6A9 GOBP_GLYCINE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLYCINE_METABOLIC_PROCESS AGXT AGXT2 AMT BAAT DHFR DHFR2 DHFRP1 GART GCSH GLDC GLYAT HAO1 NDP PHGDH RIDA SHMT1 SHMT2 GOBP_GLYCINE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLYCINE_TRANSPORT RGS2 RGS4 SLC25A38 SLC32A1 SLC36A1 SLC36A2 SLC36A3 SLC38A1 SLC38A5 SLC6A17 SLC6A20 SLC6A5 SLC6A9 SLC7A10 SLC7A8 GOBP_GLYCOLIPID_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLYCOLIPID_BIOSYNTHETIC_PROCESS A3GALT2 A4GALT B3GALT1 B3GALT2 B3GALT4 B3GNT5 B4GALNT1 B4GALT3 B4GALT4 B4GALT5 B4GALT6 C20orf173 CWH43 DPM1 DPM2 DPM3 FA2H FUT6 FUT9 GAL3ST1 GAL3ST2 GAL3ST3 GAL3ST4 GBGT1 GPAA1 LARGE1 MPPE1 PGAP1 PGAP2 PGAP3 PGAP4 PIGA PIGB PIGC PIGF PIGG PIGH PIGK PIGL PIGM PIGN PIGO PIGP PIGQ PIGS PIGT PIGU PIGV PIGW PIGY PIGZ PRKAA1 SCCPDH SLC30A5 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST3GAL5 ST3GAL6 ST6GALNAC3 ST6GALNAC4 ST6GALNAC5 ST6GALNAC6 ST8SIA1 ST8SIA2 ST8SIA3 ST8SIA4 ST8SIA5 ST8SIA6 TM9SF2 UGCG UGT8 GOBP_GLYCOLIPID_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLYCOLIPID_CATABOLIC_PROCESS FUCA1 GALC GBA1 GBA2 GBA3 GLA GM2A HEXA HEXB LCT NAGA NEU1 NEU2 NEU3 NEU4 PNLIPRP2 PRKCD GOBP_GLYCOLIPID_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLYCOLIPID_TRANSPORT CLN3 CPTP GLTP NPC2 PLEKHA8 PLTP PSAP RFT1 GOBP_GLYCOLYTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLYCOLYTIC_PROCESS ACTN3 ADPGK ALDOA ALDOB ALDOC APP ARL2 ARNT BPGM CBFA2T3 DDIT4 DHTKD1 EIF6 ENO1 ENO2 ENO3 ENO4 EP300 FBP1 FLCN FOXK1 FOXK2 GALK1 GAPDH GAPDHS GCK GIT1 GPD1 GPI HDAC4 HIF1A HK1 HK2 HK3 HKDC1 HTR2A IER3 IFNG IGF1 INS INSR JMJD8 KAT2B LDHA LIPA MLST8 MLXIPL MTOR NCOR1 NUPR1 OGDH OGDHL OGT P2RX7 PFKFB1 PFKFB2 PFKL PFKM PFKP PGAM1 PGAM2 PGAM4 PGK1 PGK2 PGM1 PKLR PKM PPARA PPP2CA PRKAA1 PRKAA2 PRKACA PRKAG1 PRKAG2 PRKAG3 PRXL2C PSEN1 RPTOR SIRT6 SLC2A6 SLC4A1 SLC4A4 STAT3 TIGAR TPI1 TREX1 UCP2 ZBTB20 ZBTB7A GOBP_GLYCOLYTIC_PROCESS_THROUGH_FRUCTOSE_6_PHOSPHATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLYCOLYTIC_PROCESS_THROUGH_FRUCTOSE_6_PHOSPHATE ADPGK ENO1 ENO2 ENO3 FOXK1 FOXK2 GALK1 GCK HK1 HK2 HK3 PFKFB1 PFKL PFKM PFKP PGAM1 PGAM2 PGK1 PGK2 PKM PPP2CA PRKACA SLC4A1 TPI1 GOBP_GLYCOLYTIC_PROCESS_THROUGH_GLUCOSE_6_PHOSPHATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLYCOLYTIC_PROCESS_THROUGH_GLUCOSE_6_PHOSPHATE ADPGK ENO1 ENO2 ENO3 FOXK1 FOXK2 GALK1 GCK HK1 HK2 HK3 PFKL PFKM PFKP PGAM1 PGAM2 PGK1 PGK2 PKM TPI1 GOBP_GLYCOPROTEIN_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLYCOPROTEIN_BIOSYNTHETIC_PROCESS A4GALT A4GNT AATF ABCA2 ABCA7 ACER2 ACOT8 AGO2 ALG1 ALG10 ALG10B ALG11 ALG12 ALG13 ALG14 ALG1L2 ALG2 ALG3 ALG5 ALG6 ALG8 ALG9 AQP11 ARFGEF1 ATP7A B3GALNT1 B3GALNT2 B3GALT1 B3GALT2 B3GALT4 B3GALT5 B3GALT6 B3GALT9 B3GAT1 B3GAT2 B3GAT3 B3GLCT B3GNT2 B3GNT3 B3GNT4 B3GNT5 B3GNT6 B3GNT7 B3GNT8 B3GNT9 B4GALNT2 B4GALT1 B4GALT5 B4GALT7 B4GAT1 BACE2 BCL2 BMPR1B BMPR2 C1GALT1 C1GALT1C1 C1GALT1C1L C20orf173 CANT1 CCL19 CCL21 CCR7 CHP1 CHPF CHPF2 CHST10 CHST11 CHST12 CHST13 CHST14 CHST15 CHST3 CHST4 CHST7 CHST8 CHST9 CHSY1 CHSY3 COG3 COG7 CRPPA CSGALNACT1 CSGALNACT2 CTNNB1 CYTL1 DAD1 DDOST DERL3 DHDDS DOLK DOLPP1 DPAGT1 DPM1 DPM2 DPM3 DPY19L1 DPY19L2 DPY19L2P2 DPY19L3 DPY19L4 DSE DSEL ENTPD5 EOGT EXT1 EXT2 EXTL1 EXTL2 EXTL3 FAM20B FKRP FKTN FOXL1 FUT1 FUT10 FUT2 FUT3 FUT4 FUT5 FUT6 FUT7 FUT8 FUT9 GAL3ST1 GAL3ST2 GAL3ST3 GAL3ST4 GALNT1 GALNT10 GALNT11 GALNT12 GALNT13 GALNT14 GALNT15 GALNT16 GALNT17 GALNT18 GALNT2 GALNT3 GALNT4 GALNT5 GALNT6 GALNT7 GALNT8 GALNT9 GALNTL5 GALNTL6 GATA1 GCNT1 GCNT2 GCNT3 GCNT4 GFPT1 GFPT2 GLCE GMPPB GOLGA2 GOLPH3 GXYLT1 GXYLT2 HBEGF HS2ST1 HS3ST1 HS3ST2 HS3ST3A1 HS3ST3B1 HS3ST4 HS3ST5 HS3ST6 HS6ST1 HS6ST2 HS6ST3 IGF1 IL15 IL33 ITM2A ITM2B ITM2C JAK3 KRTCAP2 LARGE1 LARGE2 MAGT1 MAN1C1 MGAT1 MGAT2 MGAT3 MGAT4A MGAT4B MGAT4C MGAT4D MGAT5 MGAT5B MIR101-1 MIR106A MIR144 MIR147A MIR153-1 MIR17 MIR20A MIR298 MIR31 MIR323A MIR455 MIR520C MIR644A MLEC MOGS MPDU1 MUSTN1 NCSTN NDST1 NDST2 NDST3 NDST4 NECAB1 NECAB2 NECAB3 NPC1 NUDT14 NUS1 OGA OGT OST4 OSTC PAWR PGM3 PHLDA1 PLCB1 PLOD1 PLOD2 PLOD3 PMM1 PMM2 POFUT1 POFUT2 POGLUT1 POGLUT2 POGLUT3 POMGNT1 POMGNT2 POMK POMT1 POMT2 PXYLP1 RAMP1 RFT1 RPN1 RPN2 RXYLT1 SERP1 SLC2A10 SLC35B2 SLC35C1 SLC35D2 SLC39A8 SLC51B SOAT1 SRD5A3 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST3GAL5 ST3GAL6 ST6GAL1 ST6GALNAC1 ST6GALNAC2 ST6GALNAC4 ST8SIA1 ST8SIA2 ST8SIA3 ST8SIA4 ST8SIA5 ST8SIA6 STT3A STT3B TCF7L2 TET1 TET2 TET3 TM9SF2 TMEM106A TMEM165 TMEM258 TMEM59 TMTC1 TMTC2 TMTC3 TMTC4 TNIP1 TRAK1 TREX1 TUSC3 UBE2J1 UGDH UGGT1 UGGT2 UST XXYLT1 XYLT1 XYLT2 GOBP_GLYCOPROTEIN_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLYCOPROTEIN_CATABOLIC_PROCESS ADAMTS12 BTK CELA1 CST3 CTSL EDEM1 EDEM2 EDEM3 FBXO17 FBXO2 FBXO27 FBXO44 FBXO6 GLB1 GPC1 GUSB HGSNAT HPSE IDS IDUA MAN1A1 MAN1A2 MAN1B1 MAN1C1 MANBA MIR181B1 MMP12 NAGLU NCCRP1 NEU2 NEU4 NGLY1 OGA SGSH STT3B GOBP_GLYCOPROTEIN_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLYCOPROTEIN_METABOLIC_PROCESS A4GALT A4GNT AATF ABCA2 ABCA7 ACER2 ACOT8 ADAMTS12 ADAMTS13 ADAMTS7 AGA AGO2 ALG1 ALG10 ALG10B ALG11 ALG12 ALG13 ALG14 ALG1L2 ALG2 ALG3 ALG5 ALG6 ALG8 ALG9 APCS AQP11 ARFGEF1 ATP7A B3GALNT1 B3GALNT2 B3GALT1 B3GALT2 B3GALT4 B3GALT5 B3GALT6 B3GALT9 B3GAT1 B3GAT2 B3GAT3 B3GLCT B3GNT2 B3GNT3 B3GNT4 B3GNT5 B3GNT6 B3GNT7 B3GNT8 B3GNT9 B4GALNT2 B4GALT1 B4GALT5 B4GALT7 B4GAT1 BACE2 BCL2 BMP2 BMPR1B BMPR2 BPNT2 BTK C1GALT1 C1GALT1C1 C1GALT1C1L C20orf173 CANT1 CCL19 CCL21 CCR7 CELA1 CHP1 CHPF CHPF2 CHST10 CHST11 CHST12 CHST13 CHST14 CHST15 CHST3 CHST4 CHST7 CHST8 CHST9 CHSY1 CHSY3 CNMD COG3 COG7 COL11A1 COL2A1 CRPPA CSGALNACT1 CSGALNACT2 CST3 CTNNB1 CTSL CYTL1 DAD1 DDOST DERL3 DHDDS DOLK DOLPP1 DPAGT1 DPM1 DPM2 DPM3 DPY19L1 DPY19L2 DPY19L2P2 DPY19L3 DPY19L4 DSE DSEL EDEM1 EDEM2 EDEM3 ENGASE ENTPD5 EOGT ERP44 EXT1 EXT2 EXTL1 EXTL2 EXTL3 FAM20B FBXO17 FBXO2 FBXO27 FBXO44 FBXO6 FKRP FKTN FOXL1 FUT1 FUT10 FUT2 FUT3 FUT4 FUT5 FUT6 FUT7 FUT8 FUT9 GAL3ST1 GAL3ST2 GAL3ST3 GAL3ST4 GALNT1 GALNT10 GALNT11 GALNT12 GALNT13 GALNT14 GALNT15 GALNT16 GALNT17 GALNT18 GALNT2 GALNT3 GALNT4 GALNT5 GALNT6 GALNT7 GALNT8 GALNT9 GALNTL5 GALNTL6 GANAB GANC GATA1 GCNT1 GCNT2 GCNT3 GCNT4 GFPT1 GFPT2 GLB1 GLCE GMPPB GNPTAB GNPTG GOLGA2 GOLPH3 GPC1 GUSB GXYLT1 GXYLT2 HBEGF HEXA HEXB HGSNAT HIF1A HPSE HS2ST1 HS3ST1 HS3ST2 HS3ST3A1 HS3ST3B1 HS3ST4 HS3ST5 HS3ST6 HS6ST1 HS6ST2 HS6ST3 HYAL1 HYAL4 IDS IDUA IGF1 IHH IL15 IL33 ITM2A ITM2B ITM2C JAK3 KRTCAP2 LARGE1 LARGE2 LEP MAGT1 MAN1A1 MAN1A2 MAN1B1 MAN1C1 MAN2A1 MAN2A2 MAN2B1 MANBA MGAT1 MGAT2 MGAT3 MGAT4A MGAT4B MGAT4C MGAT4D MGAT5 MGAT5B MIR101-1 MIR106A MIR144 MIR147A MIR153-1 MIR17 MIR181B1 MIR20A MIR298 MIR31 MIR323A MIR455 MIR520C MIR644A MLEC MMP12 MOGS MPDU1 MUSTN1 NAGLU NCCRP1 NCSTN NDNF NDST1 NDST2 NDST3 NDST4 NECAB1 NECAB2 NECAB3 NEU2 NEU4 NGLY1 NPC1 NUDT14 NUS1 OGA OGT OST4 OSTC PARK7 PAWR PCSK6 PGM3 PHLDA1 PLCB1 PLOD1 PLOD2 PLOD3 PMM1 PMM2 POFUT1 POFUT2 POGLUT1 POGLUT2 POGLUT3 POMGNT1 POMGNT2 POMK POMT1 POMT2 PORCN PRKCSH PTX3 PXYLP1 RAB1A RAB1B RAMP1 RFT1 RPN1 RPN2 RXYLT1 SERP1 SGSH SLC2A10 SLC34A1 SLC35B2 SLC35C1 SLC35D2 SLC39A8 SLC51B SOAT1 SRD5A3 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST3GAL5 ST3GAL6 ST6GAL1 ST6GALNAC1 ST6GALNAC2 ST6GALNAC3 ST6GALNAC4 ST6GALNAC6 ST8SIA1 ST8SIA2 ST8SIA3 ST8SIA4 ST8SIA5 ST8SIA6 STT3A STT3B SULF1 SULF2 TCF7L2 TET1 TET2 TET3 TM9SF2 TMEM106A TMEM165 TMEM258 TMEM59 TMTC1 TMTC2 TMTC3 TMTC4 TNIP1 TRAK1 TREX1 TUSC3 UBE2J1 UGDH UGGT1 UGGT2 UST XXYLT1 XYLT1 XYLT2 GOBP_GLYCOSAMINOGLYCAN_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLYCOSAMINOGLYCAN_CATABOLIC_PROCESS CD44 CEMIP CEMIP2 FGF2 FUCA1 GLB1 GNS GUSB HEXA HEXB HMMR HYAL1 HYAL2 HYAL3 HYAL4 IDS IDUA LYG1 LYG2 LYVE1 PGLYRP1 PGLYRP2 PGLYRP3 PGLYRP4 SGSH SPAM1 STAB2 TGFB1 GOBP_GLYCOSIDE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLYCOSIDE_CATABOLIC_PROCESS ABHD10 FUCA1 FUCA2 GBA1 GBA2 GBA3 GLA GUSB NAGA GOBP_GLYCOSIDE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLYCOSIDE_METABOLIC_PROCESS ABHD10 AKR1A1 AKR1B1 AKR1B10 AKR1C1 AKR1C2 AKR1C3 AKR1C4 AKR7A2 CBR4 FUCA1 FUCA2 GBA1 GBA2 GBA3 GLA GUSB NAGA SLC34A1 SULT1C4 TH GOBP_GLYCOSIDE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLYCOSIDE_TRANSPORT ABCC3 RALBP1 SLC50A1 SLC5A1 SLC5A2 GOBP_GLYCOSPHINGOLIPID_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLYCOSPHINGOLIPID_BIOSYNTHETIC_PROCESS A3GALT2 A4GALT B3GALT1 B3GALT2 B3GALT4 B4GALNT1 B4GALT3 B4GALT4 B4GALT5 B4GALT6 C20orf173 FA2H FUT6 FUT9 GAL3ST1 LARGE1 PRKAA1 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL5 ST6GALNAC3 ST6GALNAC4 ST6GALNAC5 ST6GALNAC6 ST8SIA1 ST8SIA2 ST8SIA3 ST8SIA4 ST8SIA5 ST8SIA6 TM9SF2 UGCG UGT8 GOBP_GLYCOSPHINGOLIPID_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLYCOSPHINGOLIPID_CATABOLIC_PROCESS GALC GBA1 GBA2 GBA3 GLA GM2A HEXA HEXB LCT NEU1 NEU2 NEU3 NEU4 PRKCD GOBP_GLYCOSPHINGOLIPID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLYCOSPHINGOLIPID_METABOLIC_PROCESS A3GALT2 A4GALT ABCA2 B3GALNT1 B3GALT1 B3GALT2 B3GALT4 B4GALNT1 B4GALT3 B4GALT4 B4GALT5 B4GALT6 BAX C20orf173 CERK CLN6 CPTP CREM ENPP7 FA2H FUT6 FUT9 GAL3ST1 GALC GBA1 GBA2 GBA3 GLA GLB1 GLTP GM2A HEXA HEXB ITGB8 KIT LARGE1 LCT NAGLU NEU1 NEU2 NEU3 NEU4 PRKAA1 PRKCD SMPD1 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL5 ST6GALNAC3 ST6GALNAC4 ST6GALNAC5 ST6GALNAC6 ST8SIA1 ST8SIA2 ST8SIA3 ST8SIA4 ST8SIA5 ST8SIA6 SUMF1 TM9SF2 UGCG UGT8 GOBP_GLYCOSYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLYCOSYLATION A3GALT2 A4GALT A4GNT ABCA2 ABO ACER2 ALG1 ALG10 ALG10B ALG11 ALG12 ALG13 ALG14 ALG1L2 ALG2 ALG3 ALG5 ALG6 ALG8 ALG9 AQP11 ARFGEF1 B3GALNT1 B3GALNT2 B3GALT1 B3GALT2 B3GALT4 B3GALT5 B3GALT6 B3GALT9 B3GLCT B3GNT2 B3GNT3 B3GNT4 B3GNT5 B3GNT6 B3GNT7 B3GNT8 B3GNT9 B4GALNT1 B4GALNT2 B4GALT1 B4GALT2 B4GALT3 B4GALT4 B4GALT5 B4GALT6 B4GALT7 B4GAT1 C1GALT1 C1GALT1C1 C1GALT1C1L C20orf173 CHP1 CHST4 CLN5 COG1 COG2 COG3 COG4 COG5 COG6 COG7 COG8 CRPPA DAD1 DDOST DERL3 DHDDS DOLK DOLPP1 DPAGT1 DPM1 DPM2 DPM3 DPY19L1 DPY19L2 DPY19L2P2 DPY19L3 DPY19L4 ENTPD5 EOGT FKRP FKTN FUOM FUT1 FUT10 FUT11 FUT2 FUT3 FUT4 FUT5 FUT6 FUT7 FUT8 FUT9 GAL3ST1 GALNT1 GALNT10 GALNT11 GALNT12 GALNT13 GALNT14 GALNT15 GALNT16 GALNT17 GALNT18 GALNT2 GALNT3 GALNT4 GALNT5 GALNT6 GALNT7 GALNT8 GALNT9 GALNTL5 GALNTL6 GBA1 GBA2 GBGT1 GCNT1 GCNT2 GCNT3 GCNT4 GFPT1 GFPT2 GLT6D1 GMPPB GOLGA2 GRM7 GXYLT1 GXYLT2 IL15 KRTCAP2 LARGE1 LARGE2 MAGT1 MAN1C1 MGAT1 MGAT2 MGAT3 MGAT4A MGAT4B MGAT4C MGAT4D MGAT5 MGAT5B MLEC MOGS MPDU1 NANS NPC1 NUDT14 NUS1 OGA OGT OST4 OSTC PGM3 PIGB PLOD1 PLOD2 PLOD3 PMM1 PMM2 POFUT1 POFUT2 POGLUT1 POGLUT2 POGLUT3 POMGNT1 POMGNT2 POMK POMT1 POMT2 RAMP1 RFT1 RPN1 RPN2 RXYLT1 SERP1 SLC35C1 SLC35C2 SLC39A8 SLC51B SRD5A3 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST3GAL5 ST3GAL6 ST6GAL1 ST6GALNAC1 ST6GALNAC2 ST6GALNAC4 ST8SIA1 ST8SIA2 ST8SIA3 ST8SIA4 ST8SIA5 ST8SIA6 STT3A STT3B TET1 TET2 TET3 TMEM165 TMEM258 TMEM59 TMTC1 TMTC2 TMTC3 TMTC4 TRAK1 TUSC3 UBE2J1 UGGT1 UGGT2 XXYLT1 GOBP_GLYCOSYLCERAMIDE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLYCOSYLCERAMIDE_BIOSYNTHETIC_PROCESS B3GALT1 B3GALT2 B4GALT3 FA2H GAL3ST1 PRKAA1 UGCG UGT8 GOBP_GLYCOSYLCERAMIDE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLYCOSYLCERAMIDE_CATABOLIC_PROCESS GALC GBA1 GBA2 GBA3 GLA LCT PRKCD GOBP_GLYCOSYLCERAMIDE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLYCOSYLCERAMIDE_METABOLIC_PROCESS B3GALT1 B3GALT2 B4GALT3 FA2H GAL3ST1 GALC GBA1 GBA2 GBA3 GLA LCT PRKAA1 PRKCD ST6GALNAC3 ST6GALNAC6 UGCG UGT8 GOBP_GLYCOSYL_COMPOUND_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLYCOSYL_COMPOUND_BIOSYNTHETIC_PROCESS ADA ADA2 ADAL ADK APRT C9orf64 DHFR2 DTYMK HPRT1 LCMT2 MTAP NT5E PGM2 PNP PRTFDC1 TK1 TK2 TRMT12 TYW1 TYW1B TYW3 TYW5 UCKL1 GOBP_GLYCOSYL_COMPOUND_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLYCOSYL_COMPOUND_CATABOLIC_PROCESS ABHD10 ADA ADA2 ADAL AICDA APOBEC1 APOBEC2 APOBEC3A APOBEC3B APOBEC3C APOBEC3D APOBEC3F APOBEC3G APOBEC3H CDA CDADC1 DERA DPYD ENPP4 FUCA1 FUCA2 GBA1 GBA2 GBA3 GDA GLA GUSB MTAP NAGA NUDT1 PNP UPB1 UPP1 UPP2 XDH GOBP_GLYCOSYL_COMPOUND_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLYCOSYL_COMPOUND_METABOLIC_PROCESS ABHD10 ACP3 ADA ADA2 ADAL ADK AICDA AKR1A1 AKR1B1 AKR1B10 AKR1C1 AKR1C2 AKR1C3 AKR1C4 AKR7A2 APOBEC1 APOBEC2 APOBEC3A APOBEC3B APOBEC3C APOBEC3D APOBEC3F APOBEC3G APOBEC3H APRT C9orf64 CBR4 CDA CDADC1 DERA DGUOK DHFR2 DNPH1 DPYD DTYMK ENPP4 ERH FUCA1 FUCA2 GBA1 GBA2 GBA3 GDA GLA GNMT GUSB HPRT1 ICMT LCMT2 MACROD1 MACROD2 MTAP NAGA NME4 NME5 NT5C1A NT5C1B NT5C2 NT5C3A NT5E NUDT1 OARD1 PGM2 PNP PRTFDC1 PTGDR SLC34A1 SULT1C4 TH TK1 TK2 TRMT12 TYMP TYW1 TYW1B TYW3 TYW5 UCKL1 UPB1 UPP1 UPP2 XDH GOBP_GLYOXYLATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GLYOXYLATE_METABOLIC_PROCESS AGXT AGXT2 GRHPR HOGA1 HYI IDH1 IDH2 MGAT4A GOBP_GMP_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GMP_BIOSYNTHETIC_PROCESS ADA ADK ADSL AMPD1 APRT ATIC GART GMPS HPRT1 IMPDH1 IMPDH2 PAICS PFAS PPAT GOBP_GMP_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GMP_METABOLIC_PROCESS ADA ADK ADSL AMPD1 APRT ATIC CARD11 CASK DLG1 DLG2 GART GDA GMPR2 GMPS GUK1 HPRT1 IMPDH1 IMPDH2 LRGUK MAGI3 MPP1 NT5C2 PAICS PFAS PPAT PRTFDC1 TJP2 XDH GOBP_GMP_SALVAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GMP_SALVAGE ADA ADK AMPD1 APRT HPRT1 GOBP_GOLGI_DISASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GOLGI_DISASSEMBLY CDK1 GBF1 GOLGA2 PLK3 STX5 VRK1 GOBP_GOLGI_LOCALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GOLGI_LOCALIZATION ARCN1 ARHGAP21 CDC42 COPG1 DAB1 HOOK3 NHERF1 PDCD10 RIPOR1 STK11 STK25 TBCCD1 UVRAG YWHAZ GOBP_GOLGI_LUMEN_ACIDIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GOLGI_LUMEN_ACIDIFICATION ATP6AP1 ATP6AP2 ATP6V0A2 ATP6V0B ATP6V0C ATP6V1A ATP6V1D ATP6V1F ATP6V1H RNASEK SLC9A7 SLC9A8 UBE3A GOBP_GOLGI_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GOLGI_ORGANIZATION AKAP9 ARFGEF1 ARHGAP21 ARHGEF7 ARL1 ARMH3 ATL2 ATL3 ATP8B1 ATP8B2 ATP8B3 ATP8B4 BAG5 BET1 BHLHA15 BLZF1 CAMSAP2 CAMSAP3 CDC42 CDK1 CLASP1 CLASP2 COG1 COG2 COG3 COG4 COG5 COG6 COG7 COG8 CORO7 CRYZL2P-SEC16B CSNK1A1 CSNK1D CUL7 DYM DYNC2H1 EHD3 FAM174B FBXW8 FHDC1 GAK GARIN4 GBF1 GCC2 GOLGA2 GOLGA5 GOLGA6A GOLGA6B GOLGA6C GOLGA6D GOLGA8A GOLGA8B GOLGA8CP GOLGA8DP GOLGA8G GOLGA8H GOLGA8IP GOLGA8J GOLGA8K GOLGA8M GOLGA8N GOLGA8O GOLGA8Q GOLGA8R GOLGA8S GOLGA8T GOLGB1 GOLPH3 GOLPH3L GORASP1 GORASP2 HACE1 HIKESHI HOOK1 HTT HUWE1 KIFC3 LMAN1 LRRK2 LYSMD3 MAP2K1 MAP2K2 MAPK1 MAPK3 MYO18A MYO5A NAGLU NPLOC4 NSFL1C OBSL1 OPTN PDCD10 PDE4DIP PI4K2A PI4K2B PLEKHM2 PLK1 PLK3 PRKD1 PRMT5 RAB1A RAB1B RAB29 RAB2A RAB2B RAB30 RAB33B RAB43 RAB6B RAB8A RBSN SEC16A SEC16B SEC22B SEC23IP SPTBN5 STK25 STX17 STX18 STX5 SURF4 SYNE1 TANGO2 TBC1D20 TJAP1 TMED1 TMED10 TMED2 TMED3 TMED4 TMED5 TMED6 TMED7 TMED9 TRAPPC11 TRAPPC12 TRAPPC8 TRIP11 UBXN2A UBXN2B USO1 USP6NL VAMP4 VCPIP1 VMP1 VPS13B VPS51 VRK1 VTI1A VTI1B YIPF4 YIPF5 YIPF7 YWHAZ ZFP69B ZNF501 ZW10 GOBP_GOLGI_RIBBON_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GOLGI_RIBBON_FORMATION FHDC1 GCC2 GOLGA2 GOLPH3 MYO18A OPTN PRMT5 TMED5 TRIP11 VAMP4 GOBP_GOLGI_TO_ENDOSOME_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GOLGI_TO_ENDOSOME_TRANSPORT AP1AR AP2A1 AP4M1 CORO7 DOP1A DOP1B EPS15 GBF1 KIF16B KLHL20 MON2 RAB14 SORT1 SYS1 VPS13A VPS13C WIPI1 GOBP_GOLGI_TO_LYSOSOME_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GOLGI_TO_LYSOSOME_TRANSPORT ANKFY1 AP1G1 AP4M1 ASB15 CCDC91 CLN3 EHD3 GAK LAMP1 LAPTM5 RBSN SORT1 GOBP_GOLGI_TO_PLASMA_MEMBRANE_PROTEIN_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GOLGI_TO_PLASMA_MEMBRANE_PROTEIN_TRANSPORT ACSL3 AMN ANK3 ARFRP1 ATP2C1 BBS1 BBS2 BLZF1 CLN3 CNST CSK GCC2 GGA1 GGA2 GGA3 GOLGA4 GOLGA7 GOLPH3 GOLPH3L KIF13A KRT18 LYPLA1 MACF1 NSF OPTN PHAF1 PKDCC PREPL RAB10 RAB26 RAB31 RAB34 RACK1 RSC1A1 SPTBN1 SYS1 VAMP2 VAMP3 VAMP5 GOBP_GOLGI_TO_PLASMA_MEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GOLGI_TO_PLASMA_MEMBRANE_TRANSPORT ACSL3 AMN ANK3 ARFGEF2 ARFRP1 ARL3 ATP2C1 BBS1 BBS2 BLZF1 CCDC22 CCDC93 CLN3 CNST COMMD1 CSK EXOC1 EXOC2 EXOC4 EXOC5 EXOC6 EXOC6B EXOC8 GCC2 GGA1 GGA2 GGA3 GOLGA4 GOLGA7 GOLPH3 GOLPH3L GOPC KIF13A KRT18 LLGL1 LYPLA1 MACF1 NSF OPTN OSBPL5 PHAF1 PKDCC PREPL RAB10 RAB26 RAB31 RAB34 RABEP1 RACK1 RSC1A1 SEC16A SPTBN1 STEAP2 SYS1 VAMP2 VAMP3 VAMP5 VPS35L GOBP_GOLGI_TO_VACUOLE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GOLGI_TO_VACUOLE_TRANSPORT ANKFY1 AP1G1 AP1G2 AP3D1 AP3S1 AP3S2 AP4M1 ASB15 CCDC91 CLN3 EHD3 GAK LAMP1 LAPTM5 RBSN SORT1 VPS52 VPS54 VTI1A VTI1B GOBP_GOLGI_VESICLE_BUDDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GOLGI_VESICLE_BUDDING ARFGAP2 ARFGAP3 GBF1 GOLPH3 GOLPH3L MYO18A PRKCI TMED10 TMED2 TMED9 GOBP_GOLGI_VESICLE_FUSION_TO_TARGET_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GOLGI_VESICLE_FUSION_TO_TARGET_MEMBRANE NKD2 RAB12 RAB13 RAB8A RAB8B GOBP_GOLGI_VESICLE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GOLGI_VESICLE_TRANSPORT ACSL3 AMN ANK1 ANK3 ANKFY1 AP1AR AP1G1 AP1G2 AP2A1 AP3D1 AP3S1 AP3S2 AP4M1 ARCN1 ARF3 ARF4 ARF5 ARFGAP2 ARFGAP3 ARFGEF2 ARFRP1 ARL3 ASB15 ATL2 ATL3 ATP2C1 ATP9A ATP9B BBS1 BBS2 BCAP29 BCAP31 BET1 BET1L BICD2 BLTP3B BLZF1 BNIP1 CCDC22 CCDC91 CCDC93 CEP19 CIDEB CLN3 CNIH4 CNST COG1 COG2 COG3 COG4 COG5 COG6 COG7 COG8 COMMD1 COPA COPB1 COPB2 COPE COPG1 COPG2 COPZ1 COPZ2 CORO7 CREB3L2 CRYZL2P-SEC16B CSK CSNK1D CTAGE1 CTAGE15 CTAGE4 CTAGE6 CTAGE8 CTAGE9 CUL3 CYTH3 DNM2 DOP1A DOP1B EHD3 EPS15 ERGIC1 ERGIC2 ERGIC3 EXOC1 EXOC2 EXOC4 EXOC5 EXOC6 EXOC6B EXOC8 GABARAPL2 GAK GAS1 GBF1 GCC2 GGA1 GGA2 GGA3 GOLGA2 GOLGA4 GOLGA5 GOLGA7 GOLPH3 GOLPH3L GOLT1A GOLT1B GOPC GOSR1 GOSR2 HTT HYOU1 IER3IP1 INSIG1 KDELR1 KDELR2 KDELR3 KIF13A KIF16B KIF1C KLHL12 KLHL20 KRT18 LAMP1 LAPTM5 LLGL1 LMAN1 LMAN1L LMAN2 LMAN2L LRRK2 LYPLA1 MACF1 MAPK15 MIA2 MIA3 MON2 MPPE1 MYO18A MYO1B MYO5A NAPA NAPG NBAS NKD2 NRBP1 NSF OPTN OSBPL5 P4HB PDCD6 PEF1 PGAP1 PHAF1 PICK1 PITPNB PKDCC PLPP3 PPP6C PREB PREPL PRKCI PRKD1 RAB10 RAB12 RAB13 RAB14 RAB1A RAB1B RAB26 RAB29 RAB2A RAB31 RAB33B RAB34 RAB41 RAB6A RAB6B RAB6C RAB6D RAB7B RAB8A RAB8B RABEP1 RABIF RACK1 RANGRF RBSN RER1 RINT1 RNF139 RP2 RSC1A1 SAR1A SAR1B SCAMP1 SCAMP2 SCAMP3 SCAP SCFD1 SCYL1 SEC13 SEC16A SEC16B SEC22A SEC22B SEC22C SEC23A SEC23B SEC23IP SEC24A SEC24B SEC24C SEC24D SEC31A SEC31B SGSM2 SLC10A7 SNAP23 SNX1 SNX12 SNX2 SNX3 SNX8 SORCS1 SORL1 SORT1 SPAST SPIRE1 SPIRE2 SPTBN1 STEAP2 STEEP1 STX10 STX17 STX18 STX5 STX6 SURF4 SYS1 TAPBP TBC1D14 TBC1D20 TEX261 TFG TMED1 TMED10 TMED2 TMED3 TMED4 TMED5 TMED6 TMED7 TMED9 TMEM115 TRAPPC1 TRAPPC10 TRAPPC11 TRAPPC12 TRAPPC13 TRAPPC2 TRAPPC2B TRAPPC2L TRAPPC3 TRAPPC3L TRAPPC4 TRAPPC5 TRAPPC6A TRAPPC6B TRAPPC8 TRAPPC9 TRIP11 USE1 USO1 UVRAG VAMP2 VAMP3 VAMP5 VAMP7 VAPA VAPB VCP VPS13A VPS13C VPS35L VPS51 VPS52 VPS54 VTI1A VTI1B WHAMM WIPI1 YIF1A YIF1B YIPF4 YIPF5 YIPF6 YIPF7 YKT6 ZW10 GOBP_GONADAL_MESODERM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GONADAL_MESODERM_DEVELOPMENT AMH TSPY1 TSPY10 TSPY2 TSPY3 TSPY4 TSPY8 TSPY9 ZFPM2 GOBP_GONADOTROPIN_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GONADOTROPIN_SECRETION CGA FOXD1 FOXL2 GJA1 GNRHR INHA INHBA INHBB KISS1 LEP NIBAN2 NPVF OPRK1 SMAD4 TACR2 TBX3 TMF1 GOBP_GPI_ANCHOR_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GPI_ANCHOR_METABOLIC_PROCESS CWH43 DPM1 DPM2 DPM3 GPAA1 GPLD1 MPPE1 PGAP1 PGAP2 PGAP3 PGAP4 PIGA PIGB PIGC PIGF PIGG PIGH PIGK PIGL PIGM PIGN PIGO PIGP PIGQ PIGS PIGT PIGU PIGV PIGW PIGY PIGZ SLC30A5 GOBP_GRANULOCYTE_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GRANULOCYTE_ACTIVATION ANXA1 ANXA3 BCR CAMP CCL3 CCL5 CCR2 CD177 CD300A CTSG CXCL6 CXCL8 CXCR2 DNASE1 DNASE1L3 ENPP3 F2RL1 FCER1A FCER1G FCGR2B GRN IL15 IL18 IL18RAP ITGAM ITGB2 KARS1 KMT2E LILRA2 MIR125A MYD88 PLA2G2A PLPP6 PRAM1 PREX1 PRG3 PRKCD PTAFR SCNN1B SPI1 STX4 STXBP2 STXBP3 SYK TNF TRAF3IP2 TYROBP VAMP2 VAMP7 VAMP8 GOBP_GRANULOCYTE_CHEMOTAXIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GRANULOCYTE_CHEMOTAXIS ADGRE2 AKIRIN1 ANXA1 BSG BST1 C1QBP C3AR1 C5AR1 C5AR2 CAMK1D CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL3 CCL3L1 CCL3L3 CCL4 CCL5 CCL7 CCL8 CCR7 CD300H CD74 CKLF CMKLR1 CSF1 CSF1R CSF3R CX3CL1 CXADR CXCL1 CXCL10 CXCL11 CXCL13 CXCL17 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 CXCR1 CXCR2 DAPK2 DNM1L DPEP1 DPP4 EDN1 EDN2 EDN3 FCER1G GBF1 IL17RA IL17RC IL1B IL23A IL34 IL4 ITGA1 ITGA9 ITGB2 JAM3 JAML LBP LGALS3 MAPK1 MAPK3 MCU MDK MIR223 MOSPD2 MPP1 MSTN NCKAP1L NOD2 PDE4B PF4 PF4V1 PIK3CD PIK3CG PIKFYVE PIP5K1C PLA2G1B PPBP PPIA PPIB PREX1 PTK2 RAC1 RAC2 RARRES2 RIPOR2 S100A12 S100A14 S100A7 S100A8 S100A9 SAA1 SCG2 SLAMF1 SLIT2 SRP54 SYK TGFB2 THBS1 THBS4 TIRAP TNFAIP6 TNFSF18 TREM1 TRPV4 VAV1 VAV3 XCL1 XCL2 GOBP_GRANULOCYTE_COLONY_STIMULATING_FACTOR_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GRANULOCYTE_COLONY_STIMULATING_FACTOR_PRODUCTION CD34 HAVCR2 ISL1 LILRA2 TSLP GOBP_GRANULOCYTE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GRANULOCYTE_DIFFERENTIATION ADIPOQ AP3B1 BAP1 C1QC CBFA2T3 CEACAM1 CEBPA CEBPE CITED2 CLPB CSF2 CSF3 CUL4A DHRS7B EVI2B FASN FOSL2 GATA1 GATA2 HAX1 HCLS1 IL25 IL5 INPP5D JAGN1 L3MBTL3 LBR LEF1 LYN MIR486-1 NKAP RARA RUNX1 SP3 SPI1 SRP54 STAT5A TAL1 TESC TRIB1 ZBTB46 ZFPM1 GOBP_GRANULOCYTE_MACROPHAGE_COLONY_STIMULATING_FACTOR_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GRANULOCYTE_MACROPHAGE_COLONY_STIMULATING_FACTOR_PRODUCTION CARD9 CD80 CD84 GJA8 IL12B IL17D IL17F IL18 IL1B IL23A IL23R ISL1 LILRA2 PAEP RASGRP1 RIGI SYK TLR9 GOBP_GRANULOCYTE_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GRANULOCYTE_MIGRATION ADAM8 ADGRE2 AKIRIN1 ANXA1 BSG BST1 C1QBP C3AR1 C5AR1 C5AR2 CAMK1D CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL3 CCL3L1 CCL3L3 CCL4 CCL5 CCL7 CCL8 CCR7 CD177 CD300A CD300H CD74 CD99 CD99L2 CKLF CMKLR1 CSF1 CSF1R CSF3R CX3CL1 CXADR CXCL1 CXCL10 CXCL11 CXCL13 CXCL17 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 CXCR1 CXCR2 DAPK2 DNM1L DPEP1 DPP4 EDN1 EDN2 EDN3 EMP2 EPX FCER1G FUT4 FUT7 GBF1 GP2 IL17A IL17RA IL17RC IL1A IL1B IL1R1 IL23A IL34 IL4 IRAK4 ITGA1 ITGA9 ITGB2 JAGN1 JAM3 JAML LBP LGALS3 MAPK1 MAPK3 MCOLN2 MCU MDK MIR223 MOSPD2 MPP1 MSTN MYD88 NCKAP1L NOD2 PDE4B PECAM1 PF4 PF4V1 PIK3CD PIK3CG PIKFYVE PIP5K1C PLA2G1B PPBP PPIA PPIB PREX1 PRTN3 PTGER4 PTK2 RAC1 RAC2 RAC3 RARRES2 RIPOR2 S100A12 S100A14 S100A7 S100A8 S100A9 SAA1 SCG2 SELENOK SLAMF1 SLAMF8 SLIT2 SRP54 SYK TGFB2 THBS1 THBS4 TIRAP TNFAIP6 TNFSF18 TREM1 TRPV4 UMOD VAV1 VAV3 WDR1 XCL1 XCL2 XG GOBP_GRANZYME_MEDIATED_PROGRAMMED_CELL_DEATH_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GRANZYME_MEDIATED_PROGRAMMED_CELL_DEATH_SIGNALING_PATHWAY BNIP3 GZMA GZMB LAMP1 NKG7 PRF1 SRGN UBE4B GOBP_GROOMING_BEHAVIOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GROOMING_BEHAVIOR APRT AVP AVPR1A CNTNAP4 CTNS DDO DLG4 DRD1 DRD2 HOXB8 HPRT1 MC4R NMU NMUR2 PPT1 QRFP SLC1A1 SLITRK5 GOBP_GROWTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GROWTH ABL1 ACACB ACTN3 ACVR1B ACVR1C ACVR2B ACVRL1 ADAM10 ADAM15 ADAM17 ADARB1 ADCY10 ADIPOR1 ADM ADNP ADPRHL1 ADRA1A ADRB1 ADRB2 ADRB3 AFG3L2 AGR2 AGRN AGT AGTR1 AGTR2 AKAP6 AKIRIN1 AKT1 ALCAM ALKBH1 ALOX15B AMH ANAPC2 ANXA1 ANXA6 APBA1 APBA2 APOA5 APOD APOE APP AR AREG ARHGAP4 ARHGEF11 ARID2 ARID5B ARIH2 ARMC12 ARX ASPM ATAD3A ATF2 ATF5 ATM ATN1 ATP8A2 ATRN ATRX AURKA AUTS2 AVP AVPR1A BAP1 BARHL2 BASP1 BBS2 BBS4 BCAR1 BCL11A BCL2 BCL2L1 BCL2L11 BCL6 BCL9 BDKRB1 BDNF BIN3 BLTP1 BMP10 BMP4 BMPR1A BMPR1B BMPR2 BNC2 BNIPL BRAT1 BRCA1 BRCA2 BST2 BTG1 C8orf44-SGK3 C9orf72 CACNG7 CAMK2D CAPN3 CAPRIN2 CAV3 CCAR2 CCDC85B CCM2 CCN3 CCNB2 CD38 CD81 CD9 CDA CDC42 CDC73 CDH1 CDH4 CDHR2 CDK1 CDK11A CDK11B CDK5 CDKL3 CDKL5 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2AIP CDKN2C CDKN2D CEACAM1 CELA1 CEP43 CER1 CFLAR CGA CGRRF1 CHD7 CHEK1 CHPT1 CHRNA1 CHRND CHST11 CIB1 CISH CITED2 CLIC4 CLSTN1 CLSTN3 COBL COL27A1 COL3A1 COLQ COMP COPS2 CPNE1 CPNE5 CPNE6 CPNE9 CPQ CRABP2 CREB1 CRKL CRLF3 CRYAB CSF1 CSH1 CSH2 CSHL1 CSNK2A1 CTC1 CTDP1 CTNNB1 CTR9 CTTN CXCL12 CXCL16 CXCR4 CYFIP1 CYFIP2 CYP19A1 CYP27B1 DAB2 DACT3 DAG1 DCAF1 DCAF13 DCBLD2 DCC DCLK1 DCSTAMP DCUN1D3 DCUN1D5 DDR1 DDR2 DDX3X DDX49 DERL2 DIO3 DIP2B DIPK2A DISC1 DLL1 DMBX1 DNAJB2 DNM2 DNPH1 DRAXIN DRD2 DSCAM DUSP10 DUSP6 DVL1 EAF2 EBAG9 ECM1 EDN1 EDN2 EDN3 EDNRA EFNA5 EGFR EGLN2 EHMT2 EI24 EIF2AK4 EIF4G1 EIF4G2 EIF4H EMX1 EN1 ENO1 ENPP1 EP300 EPB41L5 EPHA7 EPPK1 ERBB2 ERBB4 ERCC1 ERCC2 ERCC6 EREG ESR1 ESR2 ETNK2 EVC EXOSC2 EXOSC4 EXOSC9 EXT1 EXTL3 EYS EZH2 EZR F2 FAM107A FBP1 FES FGF1 FGF10 FGF13 FGF2 FGF20 FGF7 FGF8 FGF9 FGFR2 FGFR3 FHL1 FKBP8 FKRP FLRT1 FLRT3 FLVCR1 FMN1 FN1 FOSL2 FOXC1 FOXC2 FOXL2 FOXP1 FOXS1 FRZB FSTL4 FTO FXN FZD7 FZD9 G6PC1 G6PD GAMT GAP43 GAS1 GAS2 GATA3 GATA4 GATA6 GDF15 GDF2 GDF5 GDF9 GDI1 GH1 GH2 GHR GHRH GHRHR GHRL GHSR GIGYF2 GINS1 GINS4 GJA1 GJD4 GJE1 GLI1 GLI2 GLI3 GNAS GNAT1 GNAT2 GNG4 GOLGA4 GPAM GPAT4 GPC3 GPR149 GPR21 GPX1 GREM1 GRHL2 GSK3A GSK3B H3-3A H3-3B H3-5 HBEGF HDAC3 HDAC6 HDGFL2 HEG1 HELT HESX1 HEY2 HIF1A HLX HNF1B HNF4A HOPX HOXA11 HOXA5 HOXB13 HOXD13 HPN HRG HSP90AA1 HSP90AB1 HSPA1A HSPA1B HTRA2 HYAL1 HYAL2 IER3IP1 IFRD1 IFT80 IGF1 IGF2 IGFBP1 IGFBP3 IGFBP4 IGFBP5 IGFBP7 IGFBPL1 IHH IL17RB IL2 IL7 IL9 IMPACT ING1 ING4 ING5 INHBA INO80 INS INSR INTS1 IP6K2 IQGAP1 ISLR2 IST1 ITCH ITGA4 ITGB1 ITSN2 JADE1 JADE2 JADE3 JARID2 KAT2A KAT7 KAZALD1 KCNJ8 KCNK2 KDF1 KDM2B KDM5B KIAA0319 KIF14 KIF26A KIF26B KLF2 KLF5 KLHL22 KLK6 KMT2D KPNA1 KRT17 L1CAM LAMB2 LAMTOR1 LAMTOR2 LARGE1 LATS1 LATS2 LEP LEPR LGI1 LGMN LGR6 LHX1 LHX2 LIMK1 LLPH LMX1A LPAR3 LRP12 LRP4 LTBP4 LZTS2 MACF1 MAD2L2 MAEL MAG MAGI2 MAP1B MAP2 MAP2K4 MAP2K5 MAP3K13 MAPK11 MAPK14 MAPKAP1 MAPT MATN1 MBD5 MDK MEAF6 MECP2 MED1 MED12 MEF2C MEG3 MEGF8 MEIS1 MELTF MESP1 MEX3C MFSD2A MINAR1 MIR1-1 MIR17HG MIR195 MIR199A1 MIR199B MIR19A MIR19B1 MIR200B MIR204 MIR208A MIR222 MIR23A MIR24-1 MIR25 MIR29B1 MIR509-1 MIR548C MIR590 MIR873 MKKS MLST8 MMP13 MMP14 MSTN MSX1 MSX2 MT1A MT1B MT1E MT1F MT1G MT1H MT1M MT1X MT2A MT3 MTM1 MTOR MTPN MUC12 MUL1 MUSK MUSTN1 MYCBP2 MYH6 MYL2 MYMK MYMX MYOCD MYOD1 MYOZ1 N6AMT1 NAIF1 NANOS1 NBN NCAPG2 NCBP1 NDEL1 NDN NDRG3 NDRG4 NDUFA13 NDUFS3 NEDD4L NET1 NGF NIN NINJ1 NINJ2 NIPBL NKD1 NKX2-5 NKX6-1 NLGN3 NLGN4X NME6 NOG NOTCH1 NOTCH2 NPM1 NPPB NPPC NPR1 NPR2 NPY1R NRCAM NRG3 NRN1 NRN1L NRP1 NRP2 NTN1 NUBP1 ODAD3 OGFR OLFM1 OSGIN1 OSGIN2 OSTN PABIR1 PAFAH1B1 PAK4 PAK5 PAK6 PALB2 PAPPA2 PARP2 PDLIM5 PELO PEX5 PHB1 PHLDA2 PI16 PIK3CA PIM1 PKDCC PLAA PLAC8 PLAG1 PLCB1 PLCE1 PLEC PLEKHA1 PLS1 PLXNA1 PLXNA3 PLXNA4 PML PNPT1 POSTN POU3F2 POU4F2 POU4F3 PPARA PPARD PPIB PPM1F PPP1R13L PPP1R9B PPP2CA PPP2R1A PPP3CA PPP3CB PPT1 PRDM11 PRICKLE1 PRKAR1A PRKCB PRKCQ PRKCZ PRKG1 PRKN PRLH PRLR PRMT2 PROX1 PRR5 PRSS2 PSAP PSAPL1 PSMD10 PSRC1 PTCH1 PTCH2 PTEN PTGFRN PTK2B PTK6 PTK7 PTN PTPN11 PTPN12 PTPRJ PTPRS PTX3 PUM2 PYGO2 RAB21 RAB33B RACK1 RAD51B RAG2 RAI1 RAPH1 RARA RARB RARG RASAL1 RASAL2 RASGRP2 RB1 RBBP6 RBBP7 RBP4 RBPJ RC3H2 RDH10 RERG RFTN1 RGMA RGS2 RGS4 RICTOR RIMS1 RIMS2 RMI1 RND2 RNF157 RNF6 ROS1 RPS6KA1 RPS6KA3 RPS6KB1 RPTOR RSPO2 RTF1 RTN4 RTN4R RUFY3 RUNX1 RYK S100A8 S100A9 S100B S1PR1 SALL1 SALL4 SASH3 SAV1 SBDS SCAPER SCGB3A1 SCNN1B SDCBP SELENOM SELENON SELENOP SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SERP1 SERPINE2 SERTAD2 SERTAD3 SESN2 SFN SFRP1 SFRP2 SGCA SGK1 SGK2 SGK3 SGPL1 SH3BP4 SH3GL2 SHH SHTN1 SIN3A SIPA1 SIX1 SIX4 SKI SLC12A5 SLC1A2 SLC23A2 SLC25A25 SLC25A33 SLC39A12 SLC44A4 SLC4A10 SLC6A3 SLC6A4 SLC9A1 SLC9A6 SLIT1 SLIT2 SLIT3 SLITRK1 SLITRK6 SMAD1 SMAD2 SMAD3 SMAD4 SMAD7 SMARCA2 SMARCA4 SMARCB1 SMO SMPD3 SMURF1 SOCS2 SOCS6 SOD1 SORBS2 SOS1 SOX10 SOX15 SOX17 SOX2 SOX9 SPAAR SPAG6 SPAG9 SPART SPG11 SPHK1 SPHK2 SPOCK1 SPP1 SPRY1 SPRY2 SPTBN2 SPTBN4 SRC SRF SSNA1 ST20 ST7L ST8SIA2 STAT3 STAT5A STAT5B STC1 STC2 STIL STK11 STK3 STK4 STK40 STRA6 SUPV3L1 SYT1 SYT14P1 SYT17 SYT2 SYT3 SYT4 TAF10 TAF8 TAF9B TAL2 TAOK2 TBCE TBL1XR1 TBX2 TBX20 TBX5 TCHP TEAD1 TEC TENM4 TFCP2L1 TFRC TGFB1 TGFB2 TGFBR1 TGFBR2 TGFBR3 THBS3 TIAM1 TKT TLE5 TLL2 TM4SF4 TMED2 TMEM108 TMEM182 TMEM38B TMEM97 TMPRSS4 TNC TNFAIP6 TNN TNR TNS2 TOMM70 TP53 TP53TG5 TP73 TRIM28 TRIM32 TRIM40 TRIM46 TRPC5 TRPV2 TSC22D4 TSG101 TSKU TSPYL2 TTC8 TTL TWF2 TXK TYMS UBE3A UBTFL1 UCN ULK1 ULK2 UNC13A URI1 USP47 USP9X VCL VEGFA VGLL4 VIL1 VPS54 WASF1 WDR11 WDR48 WDTC1 WFDC1 WFS1 WNT10B WNT11 WNT2 WNT3 WNT3A WNT5A WNT7A WNT7B WRN WT1 WWC1 WWC2 WWC3 WWTR1 XRCC2 YAP1 YBX3 YY1 ZFP36L1 ZFPM2 ZFX ZFYVE27 ZMIZ1 ZMPSTE24 ZNF639 ZNF830 ZP3 ZPR1 GOBP_GROWTH_HORMONE_RECEPTOR_SIGNALING_PATHWAY_VIA_JAK_STAT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GROWTH_HORMONE_RECEPTOR_SIGNALING_PATHWAY_VIA_JAK_STAT JAK1 JAK2 JAK3 LYN PTPN1 STAT3 STAT5A STAT5B STAT6 TYK2 GOBP_GROWTH_HORMONE_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GROWTH_HORMONE_SECRETION ADCYAP1 CDK16 CHD7 DRD2 GABBR1 GHRH GHRHR GHRL GHSR KISS1 PTPN11 RAB1A SELENOT SERP1 GOBP_GROWTH_INVOLVED_IN_HEART_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GROWTH_INVOLVED_IN_HEART_MORPHOGENESIS ADPRHL1 MESP1 MIR195 NOTCH1 S1PR1 GOBP_GROWTH_PLATE_CARTILAGE_CHONDROCYTE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GROWTH_PLATE_CARTILAGE_CHONDROCYTE_DEVELOPMENT COL27A1 RARG SOX9 TGFBR2 TSKU GOBP_GROWTH_PLATE_CARTILAGE_CHONDROCYTE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GROWTH_PLATE_CARTILAGE_CHONDROCYTE_DIFFERENTIATION ANXA6 ATF2 COL27A1 IFT80 MATN1 NPPC RARG SOX9 TGFBR2 TSKU GOBP_GROWTH_PLATE_CARTILAGE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GROWTH_PLATE_CARTILAGE_DEVELOPMENT ANXA6 ATF2 CER1 COL27A1 COMP FOSL2 IFT80 MATN1 MMP13 NPPC NPR2 RARA RARB RARG SOX9 STC1 TGFBR2 THBS3 TSKU ZMPSTE24 GOBP_GTP_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GTP_BIOSYNTHETIC_PROCESS IMPDH1 IMPDH2 NME1 NME2 NME2P1 NME3 NME4 NME5 NME6 NME7 NME9 GOBP_GTP_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GTP_METABOLIC_PROCESS AK3 AK4 EFL1 ENTPD7 GIMAP7 GNAI3 GTPBP1 IMPDH1 IMPDH2 LRRK2 MFN1 NME1 NME2 NME2P1 NME3 NME4 NME5 NME6 NME7 NME9 OPA1 RAB23 RAN RHOQ GOBP_GUANINE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GUANINE_METABOLIC_PROCESS GDA HPRT1 KDM1A PRTFDC1 XDH GOBP_GUANINE_NUCLEOTIDE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_GUANINE_NUCLEOTIDE_TRANSPORT ABCC4 ABCC5 LRRC8A LRRC8C LRRC8D LRRC8E SLC17A9 SLC19A1 SLC46A2 GOBP_G_PROTEIN_COUPLED_ACETYLCHOLINE_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_G_PROTEIN_COUPLED_ACETYLCHOLINE_RECEPTOR_SIGNALING_PATHWAY AGRN CDK5R1 CHRM1 CHRM2 CHRM3 CHRM4 CHRM5 GNA11 GNA15 GNAI2 GNAQ GNB1 GRK2 HRH3 HRH4 ITPR1 OPRM1 PLCB1 PRKCB RGS10 RGS8 GOBP_G_PROTEIN_COUPLED_GLUTAMATE_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_G_PROTEIN_COUPLED_GLUTAMATE_RECEPTOR_SIGNALING_PATHWAY DAGLA GRIK3 GRM1 GRM2 GRM3 GRM4 GRM5 GRM6 GRM7 GRM8 HOMER1 HOMER2 HOMER3 TRPM1 GOBP_G_PROTEIN_COUPLED_OPIOID_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_G_PROTEIN_COUPLED_OPIOID_RECEPTOR_SIGNALING_PATHWAY ADCY8 ITGB3 NPBWR1 NPBWR2 OPRD1 OPRK1 OPRL1 OPRM1 PPP1R9B SIGMAR1 SYP GOBP_G_PROTEIN_COUPLED_PURINERGIC_NUCLEOTIDE_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_G_PROTEIN_COUPLED_PURINERGIC_NUCLEOTIDE_RECEPTOR_SIGNALING_PATHWAY GPR171 GPR34 GPR87 P2RY1 P2RY11 P2RY12 P2RY13 P2RY14 P2RY2 P2RY4 P2RY6 P2RY8 PTAFR GOBP_G_PROTEIN_COUPLED_PURINERGIC_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_G_PROTEIN_COUPLED_PURINERGIC_RECEPTOR_SIGNALING_PATHWAY ACP3 ADA ADCY5 ADORA1 ADORA2A ADORA2B ADORA3 CNTN2 GNAI2 NECAB2 P2RY1 P2RY12 GOBP_G_PROTEIN_COUPLED_RECEPTOR_INTERNALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_G_PROTEIN_COUPLED_RECEPTOR_INTERNALIZATION ADM APELA APLN ARR3 ARRB1 ARRB2 DRD2 DRD3 GTF2H2 HTR1B HTR2B NECAB2 SAG UBQLN2 GOBP_G_PROTEIN_COUPLED_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_G_PROTEIN_COUPLED_RECEPTOR_SIGNALING_PATHWAY ABCA1 ABHD6 ACKR1 ACKR2 ACKR3 ACKR4 ACP3 ACTN2 ADA ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ADCYAP1 ADCYAP1R1 ADGRA1 ADGRA2 ADGRA3 ADGRB1 ADGRB2 ADGRB3 ADGRD1 ADGRD2 ADGRE1 ADGRE2 ADGRE3 ADGRE5 ADGRF1 ADGRF2 ADGRF3 ADGRF4 ADGRF5 ADGRG1 ADGRG2 ADGRG3 ADGRG4 ADGRG5 ADGRG6 ADGRG7 ADGRL1 ADGRL2 ADGRL3 ADGRL4 ADGRV1 ADM ADM2 ADM5 ADORA1 ADORA2A ADORA2B ADORA3 ADRA1A ADRA1B ADRA1D ADRA2A ADRA2B ADRA2C ADRB1 ADRB2 ADRB3 AGRN AGRP AGT AGTR1 AGTR2 AGTRAP AHCYL1 AIPL1 AKAP12 AKAP13 AKAP5 AKR1C2 AKR1C3 AKT1 ALOX15B ANO1 ANXA1 APELA APLN APLNR APLP1 APLP2 APOA1 APOC3 APOE AR AREG ARHGEF1 ARHGEF11 ARHGEF12 ARR3 ARRB1 ARRB2 ARRDC3 ATP2B4 ATRNL1 AVPR1A AVPR1B AVPR2 AZU1 BAIAP3 BCAR1 BCAR3 BDKRB1 BDKRB2 BECN2 BHLHA15 BICD1 BRS3 C3 C3AR1 C5 C5AR1 C5AR2 CA2 CACNA1D CALCA CALCB CALCR CALCRL CALM1 CALM2 CALM3 CAMK2A CAMKMT CARTPT CASR CAV1 CCKAR CCKBR CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL3 CCL3L1 CCL3L3 CCL4 CCL5 CCL7 CCL8 CCR1 CCR10 CCR2 CCR3 CCR4 CCR5 CCR6 CCR7 CCR8 CCR9 CCRL2 CD3E CDC42 CDK5R1 CELSR1 CELSR2 CELSR3 CGA CGB1 CGB2 CGB3 CGB7 CHGA CHRM1 CHRM2 CHRM3 CHRM4 CHRM5 CISH CMKLR1 CMKLR2 CNGB1 CNR1 CNR2 CNTN2 CORT CPE CRCP CRHR1 CRHR2 CRKL CRTC3 CRY1 CX3CL1 CX3CR1 CXCL1 CXCL10 CXCL11 CXCL12 CXCL8 CXCL9 CXCR1 CXCR2 CXCR3 CXCR4 CXCR5 CXCR6 CYSLTR1 CYSLTR2 DAGLA DEFB1 DEFB4A DGKA DGKB DGKD DGKE DGKG DGKH DGKI DGKK DGKQ DGKZ DRD1 DRD2 DRD3 DRD4 DRD5 DYNLT1 ECE1 ECE2 ECEL1 EDN1 EDNRA EDNRB ENTPD2 EREG ESR1 EZR F2 F2R F2RL1 F2RL2 F2RL3 FBXW7-AS1 FCN1 FFAR1 FFAR2 FFAR3 FFAR4 FGF8 FLNA FPR1 FPR2 FPR3 FRMPD1 FRS2 FSHB FSHR FZD1 FZD10 FZD2 FZD3 FZD4 FZD5 FZD6 FZD7 FZD8 FZD9 GABBR1 GABBR2 GAL GALP GALR1 GALR2 GALR3 GAP43 GAS2L2 GAST GCG GCGR GHRH GHRHR GHRL GHSR GIP GIPC1 GIPR GIT1 GIT2 GLP1R GLP2R GLRA1 GLRA2 GLRB GNA11 GNA12 GNA13 GNA14 GNA15 GNAI1 GNAI2 GNAI3 GNAL GNAO1 GNAQ GNAS GNAT1 GNAT2 GNAT3 GNAZ GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG14 GNG2 GNG3 GNG4 GNG5 GNG5B GNG7 GNG8 GNGT1 GNGT2 GNRHR GNRHR2 GP1BA GPBAR1 GPER1 GPHA2 GPHB5 GPR101 GPR119 GPR12 GPR132 GPR135 GPR139 GPR141 GPR142 GPR143 GPR146 GPR148 GPR149 GPR15 GPR150 GPR151 GPR152 GPR153 GPR156 GPR157 GPR158 GPR15LG GPR160 GPR161 GPR162 GPR17 GPR171 GPR173 GPR174 GPR176 GPR179 GPR18 GPR180 GPR182 GPR183 GPR19 GPR199P GPR20 GPR21 GPR22 GPR25 GPR26 GPR27 GPR3 GPR31 GPR32 GPR32P1 GPR33 GPR34 GPR35 GPR37 GPR37L1 GPR39 GPR4 GPR42 GPR45 GPR50 GPR52 GPR55 GPR6 GPR61 GPR62 GPR63 GPR65 GPR68 GPR75 GPR78 GPR82 GPR83 GPR84 GPR85 GPR87 GPR88 GPRASP1 GPRC5A GPRC5B GPRC5C GPRC5D GPRC6A GPSM2 GRIK3 GRK1 GRK2 GRK3 GRK4 GRK5 GRK6 GRK7 GRM1 GRM2 GRM3 GRM4 GRM5 GRM6 GRM7 GRM8 GRP GRPR GSK3A GTF2H2 GUCY2D GUCY2F HCAR1 HCAR2 HCAR3 HCRT HCRTR1 HCRTR2 HOMER1 HOMER2 HOMER3 HPGD HRH1 HRH2 HRH3 HRH4 HTR1A HTR1B HTR1D HTR1E HTR1F HTR2A HTR2B HTR2C HTR4 HTR5A HTR6 HTR7 IAPP IGF2R IL2 INPP5A INPP5K INS INSL3 INSR IQGAP2 ITGB3 ITPR1 ITPR3 JAK2 KCNK2 KCNQ1 KCTD12 KCTD16 KCTD8 KISS1 KISS1R KLK14 KLK5 KLK6 LANCL1 LGR4 LGR5 LGR6 LHB LHCGR LMBRD2 LPAR1 LPAR2 LPAR3 LPAR4 LPAR5 LPAR6 LTB4R LTB4R2 MARCO MAS1 MAS1L MC1R MC2R MC3R MC4R MC5R MCHR1 MCHR2 MET MFSD2B MGLL MGRN1 MIR1-1 MIR133A1 MIR143 MIR145 MIR30E MLNR MRAP MRAP2 MRGPRD MRGPRE MRGPRF MRGPRG MRGPRX1 MRGPRX2 MRGPRX3 MRGPRX4 MTNR1A MTNR1B NECAB2 NHERF1 NLN NLRP6 NMB NMBR NMS NMT1 NMT2 NMU NMUR1 NMUR2 NPB NPBWR1 NPBWR2 NPFF NPFFR1 NPFFR2 NPPA NPPB NPR1 NPR3 NPS NPSR1 NPVF NPW NPY NPY1R NPY2R NPY4R2 NPY5R NPY6R NTS NTSR1 NTSR2 NXPH2 NXPH3 NXPH4 OPN1LW OPN1MW OPN1MW2 OPN1MW3 OPN1SW OPN3 OPN4 OPN5 OPRD1 OPRK1 OPRL1 OPRM1 OR10A2 OR10A3 OR10A4 OR10A5 OR10A6 OR10A7 OR10AC1 OR10AD1 OR10AG1 OR10C1 OR10D3 OR10D4P OR10G2 OR10G3 OR10G4 OR10G6 OR10G7 OR10G8 OR10G9 OR10H1 OR10H2 OR10H3 OR10H4 OR10H5 OR10J1 OR10J3 OR10J4 OR10J5 OR10J6P OR10K1 OR10K2 OR10P1 OR10Q1 OR10R2 OR10S1 OR10T2 OR10V1 OR10W1 OR10X1 OR10Z1 OR11A1 OR11G2 OR11H1 OR11H12 OR11H2 OR11H4 OR11H6 OR11H7 OR11L1 OR12D1 OR12D2 OR12D3 OR13A1 OR13C2 OR13C3 OR13C4 OR13C5 OR13C6P OR13C7 OR13C8 OR13C9 OR13D1 OR13F1 OR13G1 OR13H1 OR13J1 OR14A16 OR14A2 OR14C36 OR14I1 OR14J1 OR14K1 OR14L1P OR1A1 OR1A2 OR1B1 OR1C1 OR1D2 OR1D4 OR1D5 OR1E1 OR1E2 OR1E3 OR1F1 OR1F12P OR1F2P OR1G1 OR1I1 OR1J1 OR1J2 OR1J4 OR1K1 OR1L1 OR1L3 OR1L4 OR1L6 OR1L8 OR1M1 OR1N1 OR1N2 OR1P1 OR1Q1 OR1S1 OR1S2 OR2A1 OR2A12 OR2A14 OR2A2 OR2A25 OR2A4 OR2A42 OR2A5 OR2A7 OR2AE1 OR2AG1 OR2AG2 OR2AJ1 OR2AK2 OR2AP1 OR2AT4 OR2B11 OR2B2 OR2B3 OR2B6 OR2B8P OR2C1 OR2C3 OR2D2 OR2D3 OR2F1 OR2F2 OR2G2 OR2G3 OR2G6 OR2H1 OR2H2 OR2I1P OR2J1 OR2J2 OR2J3 OR2K2 OR2L13 OR2L2 OR2L3 OR2L5 OR2L8 OR2M2 OR2M3 OR2M4 OR2M5 OR2M7 OR2S2 OR2T1 OR2T10 OR2T11 OR2T12 OR2T2 OR2T27 OR2T29 OR2T3 OR2T33 OR2T34 OR2T35 OR2T4 OR2T5 OR2T6 OR2T7 OR2T8 OR2V1 OR2V2 OR2W1 OR2W3 OR2W5P OR2W6P OR2Y1 OR2Z1 OR3A1 OR3A2 OR3A3 OR4A15 OR4A16 OR4A47 OR4A4P OR4A5 OR4A8 OR4B1 OR4C11 OR4C12 OR4C13 OR4C15 OR4C16 OR4C3 OR4C45 OR4C46 OR4C5 OR4C6 OR4D1 OR4D10 OR4D11 OR4D2 OR4D5 OR4D6 OR4D9 OR4E1 OR4E2 OR4F15 OR4F16 OR4F17 OR4F21 OR4F29 OR4F3 OR4F4 OR4F5 OR4F6 OR4K1 OR4K13 OR4K14 OR4K15 OR4K17 OR4K2 OR4K3 OR4K5 OR4L1 OR4M1 OR4M2 OR4M2B OR4N2 OR4N4 OR4N5 OR4P4 OR4Q2 OR4Q3 OR4S1 OR4S2 OR4X1 OR4X2 OR51A2 OR51A4 OR51A7 OR51B2 OR51B4 OR51B5 OR51B6 OR51D1 OR51E1 OR51E2 OR51F1 OR51F2 OR51G1 OR51G2 OR51H1 OR51I1 OR51I2 OR51J1 OR51L1 OR51M1 OR51Q1 OR51S1 OR51T1 OR51V1 OR52A1 OR52A4P OR52A5 OR52B2 OR52B4 OR52B6 OR52D1 OR52E1 OR52E2 OR52E4 OR52E5 OR52E6 OR52E8 OR52H1 OR52I1 OR52I2 OR52J3 OR52K1 OR52K2 OR52L1 OR52L2P OR52M1 OR52N1 OR52N2 OR52N4 OR52N5 OR52P1 OR52R1 OR52W1 OR52Z1P OR56A1 OR56A3 OR56A4 OR56A5 OR56B1 OR56B2P OR56B4 OR5A1 OR5A2 OR5AC1 OR5AC2 OR5AK2 OR5AK3P OR5AL1 OR5AN1 OR5AP2 OR5AR1 OR5AS1 OR5AU1 OR5B12 OR5B17 OR5B2 OR5B21 OR5B3 OR5C1 OR5D13 OR5D14 OR5D16 OR5D18 OR5F1 OR5G3 OR5H1 OR5H14 OR5H15 OR5H2 OR5H6 OR5H8 OR5I1 OR5J2 OR5K1 OR5K2 OR5K3 OR5K4 OR5L1 OR5L2 OR5M1 OR5M10 OR5M11 OR5M3 OR5M8 OR5M9 OR5P2 OR5P3 OR5T1 OR5T2 OR5T3 OR5V1 OR5W2 OR6A2 OR6B1 OR6B2 OR6B3 OR6C1 OR6C2 OR6C3 OR6C4 OR6C6 OR6C65 OR6C68 OR6C70 OR6C74 OR6C75 OR6C76 OR6F1 OR6J1 OR6K2 OR6K3 OR6K6 OR6M1 OR6N1 OR6N2 OR6P1 OR6Q1 OR6S1 OR6T1 OR6V1 OR6X1 OR6Y1 OR7A10 OR7A17 OR7A2P OR7A5 OR7C1 OR7C2 OR7D2 OR7D4 OR7E24 OR7G1 OR7G2 OR7G3 OR8A1 OR8B12 OR8B2 OR8B3 OR8B4 OR8B8 OR8D1 OR8D2 OR8D4 OR8G1 OR8G2P OR8G3P OR8G5 OR8H1 OR8H2 OR8H3 OR8I2 OR8J1 OR8J2 OR8J3 OR8K1 OR8K3 OR8K5 OR8S1 OR8U1 OR8U3 OR8U8 OR8U9 OR9A1P OR9A2 OR9A4 OR9G1 OR9G4 OR9G9 OR9I1 OR9K2 OR9Q1 OR9Q2 ORAI1 OXER1 OXGR1 OXTR P2RY1 P2RY10 P2RY11 P2RY12 P2RY13 P2RY14 P2RY2 P2RY4 P2RY6 P2RY8 PALM PARD3 PAX8 PCSK1N PDC PDCL PDE2A PDE3A PDE3B PDE4A PDE4B PDE4D PDE6G PDE6H PDGFRB PDGFRL PDYN PENK PF4 PGR PHB1 PHF24 PICK1 PIK3CB PIK3CG PIK3R5 PIK3R6 PLCB1 PLCB2 PLCB3 PLCB4 PLCE1 PLCH2 PLEK PLN PLPP1 PLPPR4 PMCH PNOC POMC PPARG PPP1R9B PPP3CA PPY PREX1 PREX2 PRKACA PRKACB PRKAR1A PRKCA PRKCB PRKD3 PRLH PRLHR PRMT5 PROK2 PROKR1 PROKR2 PSAP PSAPL1 PTAFR PTGDR PTGDR2 PTGER1 PTGER2 PTGER3 PTGER4 PTGFR PTGIR PTH PTH1R PTH2 PTH2R PTHLH PTK2B PTPN6 PYY PYY3 QRFP QRFPR RAC1 RAC2 RAMP1 RAMP2 RAMP3 RAP1GDS1 RAPGEF2 RAPGEF4 RAPGEFL1 RASD1 RASGRP4 RDH11 RELA RGR RGS1 RGS10 RGS11 RGS12 RGS13 RGS14 RGS16 RGS17 RGS18 RGS19 RGS2 RGS20 RGS21 RGS3 RGS4 RGS5 RGS6 RGS7 RGS7BP RGS8 RGS9 RGS9BP RHO RIC8A RIC8B RIMS2 RIT2 ROCK1 ROCK2 RORB RPGRIP1L RPH3AL RRH RS1 RXFP1 RXFP2 RXFP3 RXFP4 S1PR1 S1PR2 S1PR3 S1PR4 S1PR5 SAG SCG5 SCN11A SCTR SIGMAR1 SIX1 SLC24A4 SLC39A14 SLC39A9 SMO SNCA SORCS1 SORCS2 SORCS3 SORL1 SORT1 SPHK1 SPHK2 SPNS2 SRC SST SSTR1 SSTR2 SSTR3 SSTR4 SSTR5 STMN1 SUCNR1 SYP TAAR1 TAAR2 TAAR3P TAAR5 TAAR6 TAAR8 TAAR9 TAC1 TAC3 TAC4 TACR1 TACR2 TACR3 TAFA5 TAPT1 TAS1R1 TAS1R2 TAS1R3 TAS2R1 TAS2R10 TAS2R13 TAS2R14 TAS2R16 TAS2R19 TAS2R20 TAS2R3 TAS2R30 TAS2R31 TAS2R38 TAS2R39 TAS2R4 TAS2R40 TAS2R41 TAS2R42 TAS2R43 TAS2R45 TAS2R46 TAS2R5 TAS2R50 TAS2R60 TAS2R7 TAS2R8 TAS2R9 TBXA2R TCP11 TENM1 TGM2 TM2D1 TMEM145 TMOD2 TPRA1 TRHR TRPM1 TSHB TSHR TUB TULP3 TYRO3 UBQLN2 UCN UCN2 UCN3 USP20 USP33 UTS2R VAV1 VIP VIPR1 VIPR2 VN1R1 VN1R17P VN1R2 VN1R3 VN1R4 VN1R5 VPS54 WASF2 XCL1 XCL2 XCR1 YWHAB ZDHHC21 ZDHHC3 ZDHHC7 ZNF219 GOBP_G_PROTEIN_COUPLED_RECEPTOR_SIGNALING_PATHWAY_COUPLED_TO_CYCLIC_NUCLEOTIDE_SECOND_MESSENGER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_G_PROTEIN_COUPLED_RECEPTOR_SIGNALING_PATHWAY_COUPLED_TO_CYCLIC_NUCLEOTIDE_SECOND_MESSENGER ADRB3 AGT AGTR2 ANXA1 CALCRL CCL2 CCR1 CHRM1 CHRM2 CHRM3 CHRM4 CHRM5 CNR1 CNR2 DRD1 DRD4 GALR3 HRH1 HRH2 HRH3 HRH4 HTR1A HTR1B HTR1D HTR1E HTR1F HTR2A HTR2B HTR2C HTR4 HTR5A HTR6 HTR7 LHCGR LPAR3 MC1R MC2R MC3R MC5R MTNR1A MTNR1B NPY NPY1R OPRD1 OPRM1 OR10J5 PTGIR PTH1R SSTR1 SSTR2 SSTR3 SSTR4 SSTR5 TSHR VIPR1 XCR1 GOBP_G_PROTEIN_COUPLED_RECEPTOR_SIGNALING_PATHWAY_INVOLVED_IN_HEART_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_G_PROTEIN_COUPLED_RECEPTOR_SIGNALING_PATHWAY_INVOLVED_IN_HEART_PROCESS AKAP13 ATP2B4 CAV1 CDC42 CHGA EDN1 EDNRA GNAI2 MIR1-1 MIR133A1 MIR30E PDE4B PDE4D PLN RAMP3 RAP1GDS1 RGS2 SRC GOBP_G_PROTEIN_COUPLED_SEROTONIN_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_G_PROTEIN_COUPLED_SEROTONIN_RECEPTOR_SIGNALING_PATHWAY CHRM1 CHRM2 CHRM3 CHRM4 CHRM5 DRD4 GNAZ HRH1 HRH2 HRH3 HRH4 HTR1A HTR1B HTR1D HTR1E HTR1F HTR2A HTR2B HTR2C HTR4 HTR5A HTR6 HTR7 GOBP_G_QUADRUPLEX_DNA_UNWINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_G_QUADRUPLEX_DNA_UNWINDING BLM DDX11 DHX36 DHX9 DNA2 HNRNPA2B1 WRN GOBP_HAIR_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HAIR_CELL_DIFFERENTIATION ANKRD24 ATOH1 BMP4 CDH23 CLRN1 CLRN2 CTNNB1 DLL1 DLX3 ERCC2 ERCC3 ESRP1 FGF2 FGF20 GRXCR1 GRXCR2 GSDME HES1 HES5 HEY2 JAG1 JAG2 KCNQ1 LHFPL5 MCOLN3 MYCL MYO6 MYO7A NHERF1 NOTCH1 PAFAH1B1 PDZD7 PITX2 PLS1 POU4F3 RBPJ SCRIB SEC24B SLC44A4 SLC4A7 SLITRK6 SOD1 SPINK5 STRC TECTA TMC1 TMEM132E TPRN TRIOBP USH1C USH2A WDPCP WHRN GOBP_HAIR_CYCLE_PHASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HAIR_CYCLE_PHASE CDH3 CTNNB1 FERMT1 GAL MSX2 SPINK5 TGFB2 WNT10B WNT5A GOBP_HAIR_FOLLICLE_MATURATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HAIR_FOLLICLE_MATURATION CDH3 CTNNB1 ERCC2 FERMT1 GAL MSX2 NF1 NOM1 NSUN2 RBPJ SPINK5 TGFB2 TRPC4AP WNT10B WNT5A GOBP_HAIR_FOLLICLE_PLACODE_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HAIR_FOLLICLE_PLACODE_FORMATION CTNNB1 DKK4 EDA HDAC1 HDAC2 GOBP_HARD_PALATE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HARD_PALATE_DEVELOPMENT DLG1 FOXE1 FZD1 FZD2 ITGB6 ITGB8 MMP25 SOX11 GOBP_HEAD_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HEAD_DEVELOPMENT AARS1 AATK ABAT ABCB6 ABL1 ACTB ADGRG1 AFF2 AGTPBP1 AGTR2 AHI1 AIM2 AK8 AKIRIN2 AKNA AKT3 ALDH1A2 ALDH1A3 ALK AMIGO1 AMIGO2 AMIGO3 ANAPC7 ANKRD11 ANP32B ANXA3 APAF1 APLP1 APOD APP AQP1 ARCN1 ARHGAP11B ARHGAP35 ARID5B ARL13B ARNT2 ARX ASCL1 ASPH ASPM ATAT1 ATF2 ATF5 ATG16L1 ATIC ATM ATOH1 ATP1A2 ATP1B2 ATP2B4 ATP5PB ATP5PF ATP6AP2 ATP7A ATRN ATRX ATXN1 ATXN1L AVPR1A AVPR2 AXIN1 AXL B2M B4GALT2 BAG6 BARHL1 BASP1 BAX BBS1 BBS2 BBS4 BBS7 BCAN BCL11B BCL2 BCR BGLAP BMERB1 BMI1 BMP2 BMP4 BMP5 BMP7 BMPR1A BNIP3 BPTF BRAF BRCA2 BTBD3 BTG2 C12orf57 C21orf91 C2CD3 CA10 CALM1 CALM2 CALM3 CASP3 CASP5 CBLN1 CBS CCDC134 CCDC14 CCDC141 CCDC32 CCDC39 CCDC85C CCKAR CD3E CDC42 CDH1 CDH2 CDK5 CDK5R1 CDK5R2 CDK5RAP1 CDK5RAP2 CDK5RAP3 CDK6 CDON CELSR2 CEND1 CENPF CEP120 CEP290 CFAP43 CHD5 CHD7 CHD8 CHRNB2 CIC CITED1 CKB CLDN5 CLN5 CLP1 CMA1 CNP CNTN1 CNTN2 CNTN4 CNTN5 CNTNAP2 COL1A1 COL2A1 COL3A1 COL4A1 COQ8B CORO1C COX6B1 CREB1 CRISPLD1 CRISPLD2 CRK CRKL CSF1R CSNK1D CSNK1E CSNK2A2 CSRNP1 CTNNA2 CTNNB1 CTNS CX3CR1 CXCL12 CXCR2 CXCR4 DAB1 DAB2IP DCLK1 DCLK2 DCT DDIT4 DDX10 DHX37 DISC1 DIXDC1 DKK1 DLC1 DLG5 DLL1 DLX1 DLX2 DLX5 DLX6 DMBX1 DMRTA2 DNAH5 DNAJB1 DNAJC30 DOCK7 DPCD DRAXIN DRD1 DRD2 DSCAML1 DYNC2H1 DYNLL1 E2F1 EDNRA EEF1AKMT4-ECE2 EFHC1 EFNA2 EGF EGFR EGR2 EIF2B5 ELAVL4 EML1 EMX1 EMX2 EN1 EN2 ENSG00000274276 EOMES EP300 EPHA5 EPHA7 EPHB1 EPHB2 EPHB3 EPOR ERBB4 EXT1 EZH1 EZH2 FAIM2 FANCC FANCD2 FAT4 FBXO45 FBXW11 FCGR2B FEZ1 FEZF1 FEZF2 FGF10 FGF13 FGF2 FGF8 FGF9 FGFR2 FKRP FLNA FLRT3 FLVCR1 FOXB1 FOXC1 FOXG1 FOXJ1 FOXP1 FOXP2 FOXR1 FRS2 FUT1 FUT10 FXR1 FXR2 FYN FZD1 FZD3 FZD4 FZD6 G6PD GART GAS8 GATA2 GBA1 GBX2 GDF10 GDF7 GHRH GHRHR GIT1 GIT2 GLI1 GLI2 GLI3 GLUD1 GNB4 GNPAT GPR158 GPR37L1 GRHL2 GRIA1 GRID2 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GSC GSK3B GSX1 GSX2 H2AX H2BC12L HAP1 HDAC1 HERC1 HES1 HES5 HESX1 HIF1A HMX2 HMX3 HNF1B HNRNPD HOOK3 HOXA2 HOXB1 HOXB2 HOXB3 HPRT1 HSD3B1 HSD3B2 HSPA5 HSPG2 HTR5A HTR6 HTRA2 HYDIN ID2 ID4 IER3IP1 IFT172 IGF1R IGF2BP1 IHH IL11RA IMMP2L INA INHBA INHBB IRS2 ISL1 ITGAM ITGB1 JHY KAT2A KCNA1 KCNA2 KCNA3 KCNC1 KCNC2 KCNE1 KDM1A KDM2B KDM4B KDM6B KDM7A KIF14 KIF26A KIF27 KIRREL3 KLHL1 KNDC1 KRAS LAMB1 LARGE1 LDB1 LEF1 LHX1 LHX2 LHX3 LHX5 LHX6 LHX8 LIMK2 LMX1A LPAR1 LRP2 LRP6 LRP8 LRRK2 MACO1 MACROD2 MACROH2A2 MAFB MAOB MAP1S MAP2K1 MAP2K2 MAPK1 MAPK3 MAPKAP1 MAS1 MAST1 MATCAP1 MBOAT7 MBP MCPH1 MDGA1 MDK MECP2 MED1 MEIS1 MEIS2 MEIS3 MEIS3P1 METTL14 METTL3 MFSD2A MGARP MINK1 MKKS MKS1 MMP14 MMP2 MNAT1 MSX1 MT-CO1 MT-ND4 MTPN MYH3 MYO16 NAGLU NANOS1 NAPA NARS1 NCOA1 NCOA6 NCOR2 NCSTN NDE1 NDEL1 NDNF NDRG2 NDST1 NDUFS3 NDUFS4 NEFL NES NEUROD1 NEUROD2 NEUROD6 NEUROG1 NEUROG2 NEUROG3 NF1 NF2 NFASC NFIB NHLH2 NIN NIPBL NKX2-1 NKX2-2 NKX2-6 NLGN4X NME5 NNAT NODAL NOG NOTCH1 NOTCH2NLA NOTCH2NLB NOTCH2NLC NOTCH3 NPY NR0B1 NR2E1 NR2F2 NR4A2 NRCAM NRG3 NRP1 NRP2 NSUN5 NTRK2 NUMB NUMBL ODAD2 ODAD3 ODAD4 OGDH OLIG2 OPHN1 OSR2 OTP OTX1 OTX2 OXTR P2RY12 PADI2 PAFAH1B1 PALS1 PAX2 PAX5 PAX6 PAX9 PBX1 PBX2 PBX3 PBX4 PCDH18 PCDH9 PCM1 PCSK1 PDGFRA PDSS2 PEX13 PEX5 PFAS PGAP1 PHACTR1 PHF8 PHGDH PHLPP2 PHOX2A PHOX2B PITPNM1 PITX1 PITX2 PITX3 PLCB1 PLEKHA1 PLP1 PLXNA1 PLXNA2 PLXNA3 PLXNA4 PLXNB2 POMGNT1 POMK POMT2 POTEE POU1F1 POU3F1 POU3F2 POU3F3 POU3F4 POU4F1 POU6F1 PPP1R9B PPT1 PRDM13 PRDM8 PRICKLE1 PRKDC PRKG1 PROP1 PROX1 PSEN1 PSMG1 PTCH1 PTCHD1 PTEN PTF1A PTPN11 PTPRS PYGO2 QARS1 RAB18 RAB3GAP1 RAC3 RAD1 RAF1 RAN RAPGEF2 RARA RARB RARG RAX RBBP4 RBBP7 RBPJ RELN RERE RFX4 RHOA ROBO1 ROBO2 ROGDI RORA RPGRIP1L RRAS RRM1 RTN1 RTN3 RTN4 RTN4R RTN4RL1 RYK S100A1 S1PR1 SALL1 SCN2A SCN5A SCRIB SCT SCX SCYL2 SDF4 SEC16A SEC24B SECISBP2 SELENOP SEMA3A SEMA3E SEMA4C SEMA5A SEMA6B SEMA6D SEMA7A SERPINE2 SETD1A SETD2 SEZ6 SFRP1 SFRP2 SGPL1 SHANK3 SHH SHROOM2 SHROOM4 SIN3A SIRT2 SIX3 SKI SKOR2 SLC1A1 SLC1A2 SLC23A1 SLC25A46 SLC2A1 SLC32A1 SLC38A2 SLC4A10 SLC6A17 SLC6A3 SLC6A4 SLC7A11 SLIT1 SLIT2 SLIT3 SLITRK5 SMAD1 SMARCA1 SMG9 SMO SOS1 SOX1 SOX2 SOX3 SOX6 SOX9 SPATA5 SPEF2 SPHK1 SPHK2 SPTBN2 SRC SRD5A1 SRD5A2 SRF SRGAP2 SRGAP2C SSBP3 SSTR1 SSTR2 SSTR3 SSTR4 STIL STK36 STRA6 STXBP3 SUDS3 SUN1 SUN2 SYNE2 SYNGR3 SYPL2 SZT2 TACC1 TACC2 TACC3 TAF1 TAL2 TBC1D23 TBR1 TBX1 TBX19 TBX3 TCTN1 TFAP2D TGFB3 TGFBR2 TH TIPARP TMEM108 TMEM14B TMX2 TNR TOP2B TOX TP53 TRA2B TRABD2A TRAPPC9 TRNP1 TSC1 TSKU TTBK1 TTBK2 TTC21B TTC8 TTLL1 TUBA1A TUBB2A TUBB2B TUBGCP2 TULP3 TWSG1 TYRO3 TYROBP UBA6 UBB UBE3A UCHL5 UFC1 UFM1 UGP2 UNC5C UNCX UPF3B UQCRQ UTP3 VAX1 VAX2 VCX VCX2 VCX3A VCX3B VCY VCY1B VPS51 WDR11 WDR37 WDR47 WDR62 WDR89 WHRN WLS WNT1 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT7A WNT7B WNT9B XRCC1 XRN2 YWHAE YWHAH YWHAQ ZDHHC16 ZEB1 ZFAND5 ZIC1 ZIC2 ZIC3 ZMIZ1 ZNF148 ZNF335 ZNF365 ZNF430 ZSWIM6 GOBP_HEAD_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HEAD_MORPHOGENESIS ANKRD11 ARID5B ASPH ATP6AP2 BRAF CLDN5 COL1A1 CRISPLD1 CRISPLD2 CSRNP1 DKK1 DLX5 EP300 FLVCR1 IHH LEF1 MMP2 MSX1 MYH3 NIPBL NOG PAX9 PDGFRA PLEKHA1 PRICKLE1 PTPN11 RAB3GAP1 RRAS SCX SGPL1 SKI SSBP3 STRA6 TBX1 TGFB3 TIPARP WNT3 GOBP_HEART_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HEART_DEVELOPMENT ABCC9 ABL1 ACACB ACADM ACE ACTC1 ACTN2 ACVR1 ACVR2B ACVRL1 ADAM15 ADAMTS1 ADAMTS5 ADAMTS6 ADAMTS9 ADAP2 ADGRG6 ADM ADPRHL1 ADRA1A AHI1 AKAP13 AKAP6 ALDH1A2 ALPK2 ALPK3 ANK2 ANKRD1 ANKS6 AP1B1 AP2B1 APC APELA APLN APLNR ARID2 ARL13B ARRB2 ASB2 ASCL1 ASXL1 ATF2 ATG5 ATM AXIN2 BASP1 BBS5 BBS7 BCOR BICC1 BMP10 BMP2 BMP4 BMP5 BMP7 BMPR1A BMPR2 BORCS8 BORCS8-MEF2B BVES C2CD3 CACNA1C CACNA1G CACYBP CAD CALCRL CALR CASP3 CASP7 CASP8 CAV3 CBY1 CC2D2A CCDC103 CCDC39 CCDC40 CCM2 CCM2L CCN1 CDC42 CDH11 CDK1 CDKN1A CDKN1B CER1 CERT1 CFC1 CFC1B CHD7 CITED2 CLDN5 CLUAP1 CNTRL COL11A1 COL2A1 COL3A1 COL5A1 CPE CPLANE2 CREB1 CRELD1 CRIP1 CRKL CSRP3 CTDP1 CTNNB1 CXADR DAG1 DAND5 DAW1 DCHS1 DCTN5 DHRS3 DHX36 DIPK2A DKK1 DLC1 DLL1 DLL4 DNAAF1 DNAAF3 DNAAF4 DNAH11 DNAH5 DNAI1 DRC1 DSG2 DSP DUSP6 DVL1 DVL2 DYNC2H1 DZIP1 ECE1 EDN1 EDNRA EEF1AKMT4-ECE2 EFNA1 EFNB2 EGFR EGLN1 EIF4G2 ELN EMILIN1 EMP2 ENG EOMES EP300 EPHB4 EPOR ERBB2 ERBB3 ERBB4 EXT1 EYA1 FBN1 FES FGF12 FGF19 FGF2 FGF20 FGF3 FGF8 FGF9 FGFR2 FGFRL1 FHL2 FHOD3 FKBP1A FLNA FLRT2 FLRT3 FN1 FOLR1 FOXC1 FOXC2 FOXF1 FOXH1 FOXJ1 FOXL1 FOXN4 FOXP1 FREM2 FRS2 FZD1 FZD2 FZD7 G6PD GAA GALNT11 GATA3 GATA4 GATA5 GATA6 GJA1 GJA5 GJB6 GJC1 GLI1 GLI2 GLI3 GNA11 GPC3 GPER1 GREB1L GREM1 GRHL2 GRK2 GSK3A GYS1 HAND1 HAND2 HAS2 HCN4 HDAC3 HDAC9 HECTD1 HEG1 HES1 HEXIM1 HEY1 HEY2 HEYL HIF1A HNRNPU HOPX HOXA13 HSPB7 HTR2B ID2 ID3 IFT122 IFT140 IFT172 IFT20 IFT25 IFT52 IFT57 IFT74 IGF1 IGF1R IHH IL1A ILK INHBA INSR IRX3 IRX4 ISL1 ITGA3 ITGB1 JAG1 JARID2 JMJD6 JPH2 KAT2A KAT2B KCNJ11 KCNJ8 KCNK2 KCNQ1 KDM6A KDM6B KDR LARGE1 LBX1 LDB3 LEFTY1 LEMD2 LMNA LMO4 LOX LRP2 LRRC10 LRRC27 LUZP1 MAML1 MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K5 MAPK1 MAPK11 MAPK14 MAPK3 MATR3 MB MBD1 MBD2 MBD3 MDM2 MDM4 MECP2 MED1 MED12 MEF2A MEF2B MEF2C MEF2D MEGF8 MEIS1 MESP1 MESP2 MIB1 MICAL2 MIR1-1 MIR133A1 MIR145 MIR17 MIR17HG MIR195 MIR199A1 MIR199B MIR19A MIR19B1 MIR200B MIR204 MIR208A MIR20A MIR21 MIR222 MIR23A MIR24-1 MIR25 MIR499A MIR509-1 MIR548C MIR590 MIR873 MIXL1 MKKS MKS1 MMP2 MMP21 MNAT1 MOSPD3 MSC MSX1 MSX2 MTERF4 MTHFD1 MTOR MYBPC3 MYH11 MYH6 MYH7 MYL2 MYL3 MYL7 MYLK2 MYLK3 MYO18B MYOCD NAGLU NCOA6 NDRG4 NDST1 NDUFV2 NEB NEBL NEK8 NF1 NFATC1 NFATC4 NIPBL NKX2-5 NKX2-6 NKX3-1 NODAL NOG NOS3 NOTCH1 NOTCH2 NOTO NOX4 NPHP3 NPPA NPPB NPRL3 NPY1R NPY2R NPY5R NRAP NRG1 NRP1 NRP2 NSD2 NTRK3 OBSL1 ODAD2 ODAD3 ODAD4 OLFM1 OSR1 OVOL2 OXTR PARP2 PARVA PAX8 PCNA PCSK5 PDCD4 PDE2A PDGFB PDGFRA PDGFRB PDLIM1 PDLIM2 PDLIM3 PDLIM4 PDLIM5 PDLIM7 PI16 PIFO PIM1 PITX2 PKD1 PKD2 PKP2 PLCE1 PLEC PLN PLXNA4 PLXND1 POFUT1 POPDC2 POPDC3 POU4F1 POU4F2 POU6F1 PPARA PPP1R13L PPP3CB PPP3R1 PRDM1 PRICKLE1 PRICKLE4 PRKAR1A PRKDC PRKG1 PRMT1 PROX1 PSEN1 PSKH1 PTCD2 PTCH1 PTEN PTK2 PTK7 PTPN11 RAMP2 RARA RARB RB1 RB1CC1 RBM15 RBM20 RBM24 RBP4 RBPJ REST RGS2 RGS4 RHOA RIPPLY3 RNF207 ROBO1 ROBO2 ROCK1 ROCK2 RPGRIP1L RPS6KA2 RTN4 RUNX1 RYR1 RYR2 S1PR1 SALL1 SALL4 SAV1 SCN5A SCUBE1 SCX SEC24B SEMA3C SETD2 SETDB2 SFRP2 SGCB SGCD SGCG SGCZ SH3PXD2B SHC1 SHH SHOX2 SIK1 SIRT6 SIX1 SKI SLC8A1 SLC9A1 SLIT2 SLIT3 SMAD1 SMAD2 SMAD3 SMAD4 SMAD5 SMAD6 SMAD7 SMARCD3 SMG9 SMO SMYD1 SMYD2 SMYD4 SNAI1 SNAI2 SNX17 SOD2 SORBS2 SOS1 SOX11 SOX17 SOX18 SOX4 SOX6 SOX9 SPRED1 SPRY1 SRF SRI STIL STK3 STK4 STRA6 SUFU SYNE1 SYNPO2L SYPL2 TAB1 TAB2 TAFAZZIN TBC1D32 TBX1 TBX18 TBX19 TBX2 TBX20 TBX3 TBX5 TBX6 TBXT TCAP TCF25 TDGF1 TDGF1P3 TEAD2 TEK TENM4 TFDP2 TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 TH TIE1 TMED2 TMEM100 TMEM65 TNFRSF1A TNFRSF1B TNNC1 TNNI1 TNNI3 TNNT2 TOMM70 TP53 TP73 TPM1 TRAF3IP2 TREX1 TRIP11 TSC1 TSC2 TTN TWIST1 UTY VANGL2 VCAM1 VEGFA VEGFB VGLL4 WDR11 WIF1 WNK1 WNT11 WNT16 WNT2 WNT3A WNT5A WNT8A WT1 XIRP2 YAP1 YY1 ZBTB14 ZDHHC16 ZFP36L1 ZFPM1 ZFPM2 ZIC3 ZMIZ1 ZMPSTE24 GOBP_HEART_FIELD_SPECIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HEART_FIELD_SPECIFICATION AXIN2 BMP2 BMP4 DKK1 EXT1 FOXH1 GATA5 ISL1 LRP2 MEF2C MESP1 RBPJ ROBO1 ROBO2 SMARCD3 WNT11 WNT5A GOBP_HEART_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HEART_FORMATION AXIN2 BMP2 BMP4 BMPR1A CTNNB1 DKK1 EMP2 EXT1 EYA1 FOLR1 FOXH1 GATA5 HAND2 HES1 ISL1 LEMD2 LRP2 MEF2C MESP1 MIR20A MKS1 NOTCH1 PIM1 RBM20 RBPJ ROBO1 ROBO2 SIX1 SMARCD3 SOX17 TBX5 WNT11 WNT5A GOBP_HEART_GROWTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HEART_GROWTH ABL1 ACACB ADPRHL1 ADRA1A AKAP6 ARID2 BASP1 BMP10 BMPR1A CAV3 CDK1 CITED2 CTDP1 DIPK2A DUSP6 EDN1 ERBB4 FES FGF2 FGF20 FGF9 FGFR2 FOXC1 FOXC2 FOXP1 G6PD GATA4 GATA6 GLI1 GSK3A HEG1 HEY2 IGF1 JARID2 KCNK2 MAP2K4 MAPK11 MAPK14 MEF2C MEIS1 MESP1 MIR1-1 MIR17HG MIR195 MIR199A1 MIR199B MIR19A MIR19B1 MIR200B MIR204 MIR208A MIR222 MIR23A MIR24-1 MIR25 MIR509-1 MIR548C MIR590 MIR873 MYH6 NDRG4 NKX2-5 NOG NOTCH1 PARP2 PDLIM5 PI16 PIM1 PPARA PRKAR1A PRKG1 PROX1 RBP4 RBPJ RGS2 RGS4 RUNX1 S1PR1 SAV1 SKI SMAD1 SORBS2 TBX2 TBX20 TBX5 TENM4 TGFB2 TGFBR1 TGFBR3 TOMM70 TP73 VGLL4 WNT2 WT1 YAP1 YY1 ZFPM2 GOBP_HEART_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HEART_MORPHOGENESIS ABCC9 ACTC1 ACVR1 ACVRL1 ADAM15 ADAMTS1 ADAMTS5 ADGRG6 ADPRHL1 AHI1 ALDH1A2 ALPK2 ANKRD1 APC APLNR ARID2 ARL13B ASB2 ASXL1 ATF2 AXIN2 BBS5 BBS7 BMP10 BMP2 BMP4 BMP5 BMP7 BMPR1A BMPR2 C2CD3 CAV3 CCDC103 CCDC39 CCDC40 CCM2L CCN1 CDC42 CERT1 CHD7 CITED2 CLDN5 CLUAP1 COL11A1 COL2A1 COL5A1 CPE CPLANE2 CRKL CTNNB1 DAG1 DCHS1 DHRS3 DKK1 DLC1 DLL1 DLL4 DNAAF1 DNAH11 DSP DVL1 DVL2 EDN1 EDNRA EFNA1 EGLN1 ELN EMP2 ENG EPHB4 EXT1 EYA1 FGF8 FGFR2 FGFRL1 FHL2 FKBP1A FLNA FLRT2 FOLR1 FOXC1 FOXC2 FOXF1 FOXH1 FOXN4 FZD1 FZD2 GAA GATA3 GATA4 GATA5 GATA6 GJA5 GRHL2 GSK3A HAND1 HAND2 HAS2 HEG1 HES1 HEY1 HEY2 HEYL HIF1A HTR2B IFT172 IFT52 IFT57 IHH ILK INSR ISL1 JAG1 KCNJ8 LBX1 LEFTY1 LEMD2 LRP2 MDM2 MDM4 MED1 MEF2C MEGF8 MESP1 MESP2 MIB1 MICAL2 MIR1-1 MIR17 MIR17HG MIR195 MIR20A MIR21 MKKS MKS1 MSX1 MSX2 MTOR MYBPC3 MYH6 MYH7 MYL2 MYL3 MYLK2 NAGLU NDRG4 NIPBL NKX2-5 NODAL NOG NOS3 NOTCH1 NOTCH2 NOTO NPHP3 NPY1R NPY2R NPY5R NRG1 NRP1 NRP2 NSD2 OLFM1 OVOL2 PARVA PDCD4 PIM1 PITX2 PKD2 PKP2 PLXND1 POU4F1 PPP1R13L PRICKLE1 PROX1 PSEN1 PTCD2 PTCH1 PTK2 RBM15 RBM20 RBP4 RBPJ RNF207 ROBO1 ROBO2 RTN4 RYR1 RYR2 S1PR1 SAV1 SEC24B SEMA3C SETDB2 SFRP2 SHH SHOX2 SIX1 SLIT2 SLIT3 SMAD2 SMAD3 SMAD4 SMAD6 SMAD7 SMARCD3 SMO SNAI1 SNAI2 SOS1 SOX11 SOX17 SOX18 SOX4 SOX9 SPRY1 SRF STIL SUFU SYNPO2L TAB1 TAFAZZIN TBX1 TBX19 TBX2 TBX20 TBX3 TBX5 TBX6 TBXT TCAP TEAD2 TEK TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 TH TMED2 TMEM100 TNNC1 TNNI1 TNNI3 TNNT2 TP53 TPM1 TREX1 TTN TWIST1 VANGL2 VEGFA WNT11 WNT16 WNT2 WNT3A WNT5A XIRP2 YAP1 ZFPM1 ZFPM2 ZIC3 ZMIZ1 ZMPSTE24 GOBP_HEART_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HEART_PROCESS ABCC9 ACE ACE2 ACTC1 ADA ADCY10 ADM ADM2 ADM5 ADORA1 ADORA3 ADRA1A ADRA1B ADRB1 AGT AGTR2 AKAP13 AKAP9 ANK2 APELA APLN ASB3 ATG5 ATP1A1 ATP1A2 ATP1A3 ATP1B1 ATP1B2 ATP2A1 ATP2A2 ATP2A3 ATP2B1 ATP2B2 ATP2B3 ATP2B4 AVPR1A BIN1 BMP10 BVES CACNA1C CACNA1D CACNA1G CACNA1H CACNA2D1 CACNB2 CALM1 CALM2 CALM3 CAMK2D CASQ2 CAV1 CAV3 CDC42 CELF2 CHGA CHRM2 CHRNA7 CLIC2 CORIN CSRP3 CTNNA3 CXADR CXCR4 CYP2J2 DES DLG1 DMD DMPK DNM1L DRD2 DSC2 DSG2 DSP EDN1 EDN2 EDN3 EDNRA EDNRB EHD3 EPAS1 EXT1 EXT2 FGF12 FGF13 FKBP1B FLNA FOXN4 FXYD1 FYN GAA GATA4 GATA6 GCH1 GJA1 GJA5 GJC1 GJC3 GJD3 GLP1R GLRX3 GNAI2 GPD1L GPX1 GRK2 GSK3A GSN GSTM2 GSTO1 HBEGF HCN4 HEY2 HOPX HRC HSP90AA1 HSPB7 IRX3 ISL1 JUP KCNA5 KCND2 KCND3 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNG2 KCNH2 KCNH6 KCNIP2 KCNJ12 KCNJ2 KCNJ3 KCNJ5 KCNJ8 KCNN2 KCNQ1 MAP2K3 MAP2K6 MC3R MDM2 MEF2A MIR1-1 MIR133A1 MIR19A MIR200C MIR208A MIR26A1 MIR30E MIR328 MIR448 MIR92A1 MTOR MYBPC3 MYH6 MYH7 MYL2 MYL3 MYL4 MYL7 MYLK2 NEDD4L NKX2-5 NOS1 NOS1AP NOS3 NOX4 NPPA NUP155 P2RX4 PDE4B PDE4D PDE5A PIK3CA PIK3CG PKP2 PLN POPDC2 PPCS PPP1R13L PRKACA RAMP3 RANGRF RAP1GDS1 RGS2 RGS4 RNF207 RNLS RPS6KA2 RYR2 S100A1 SCN10A SCN1A SCN1B SCN2B SCN3B SCN4B SCN5A SGCD SGCG SGCZ SHOX2 SLC1A1 SLC4A3 SLC8A1 SLC8A2 SLC8A3 SLC9A1 SMAD5 SMAD7 SNTA1 SOD1 SPTBN4 SPX SRC SREBF1 SRI STC1 SUMO1 TACR3 TAFAZZIN TBX18 TBX2 TBX5 TCAP TGFB2 TH THRA THRB TMEM161B TMEM38A TMEM38B TMEM65 TMIGD3 TNF TNNC1 TNNI1 TNNI2 TNNI3 TNNI3K TNNT2 TPM1 TRDN TREX1 TRPC1 TRPM4 TRPV1 TTN UCN VEGFB WWTR1 YAP1 YWHAE ZC3H12A ZMPSTE24 ZNHIT1 GOBP_HEART_TRABECULA_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HEART_TRABECULA_FORMATION ADAMTS1 ADGRG6 BMP10 CAV3 EGLN1 FHL2 FKBP1A HEY1 HEY2 NKX2-5 OVOL2 RBP4 SRF TEK TGFBR3 GOBP_HEART_TRABECULA_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HEART_TRABECULA_MORPHOGENESIS ADAMTS1 ADGRG6 BMP10 BMP5 BMP7 BMPR1A CAV3 CHD7 DLL4 EGLN1 ENG FHL2 FKBP1A FOXH1 HEG1 HEY1 HEY2 MED1 NKX2-5 NOG NOTCH1 NRG1 OVOL2 RBP4 RBPJ S1PR1 SOS1 SRF TEK TGFB2 TGFBR1 TGFBR3 GOBP_HEART_VALVE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HEART_VALVE_DEVELOPMENT ACVR1 ADAMTS5 ADAMTS9 APC APLNR AXIN2 BMP2 BMP4 BMPR1A BMPR2 CCN1 CDH11 DCHS1 DKK1 DLL4 EFNA1 ELN EMILIN1 FGFRL1 GATA3 GATA4 GATA5 GJA5 HECTD1 HEY1 HEY2 HEYL JAG1 MATR3 MDM2 MDM4 MEF2C MTOR NAGLU NFATC1 NKX2-5 NOS3 NOTCH1 NOTCH2 NPPA OLFM1 PDE2A PRDM1 RB1 RBPJ RHOA ROBO1 ROBO2 ROCK1 ROCK2 SCX SHOX2 SLIT2 SLIT3 SMAD2 SMAD4 SMAD6 SNAI1 SNAI2 SOX4 SOX9 STRA6 TBX20 TBX5 TGFB1 TGFB2 TGFBR2 TIE1 TNFRSF1A TNFRSF1B TWIST1 ZBTB14 ZFPM1 GOBP_HEART_VALVE_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HEART_VALVE_FORMATION CDH11 DCHS1 EFNA1 GATA4 GJA5 HEY1 HEY2 NOTCH1 OLFM1 RHOA SCX SMAD4 SOX9 TBX20 TWIST1 ZFPM1 GOBP_HEART_VALVE_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HEART_VALVE_MORPHOGENESIS ACVR1 ADAMTS5 ADAMTS9 AXIN2 BMP2 BMP4 BMPR1A BMPR2 CCN1 CDH11 DCHS1 DLL4 EFNA1 ELN EMILIN1 FGFRL1 GATA3 GATA4 GATA5 GJA5 HEY1 HEY2 HEYL JAG1 MDM2 MDM4 MEF2C MTOR NAGLU NFATC1 NKX2-5 NOS3 NOTCH1 NOTCH2 NPPA OLFM1 RB1 RHOA ROBO1 ROBO2 ROCK1 ROCK2 SCX SLIT2 SLIT3 SMAD2 SMAD4 SMAD6 SNAI1 SNAI2 SOX4 SOX9 STRA6 TBX20 TBX5 TGFB1 TGFB2 TGFBR2 TIE1 TWIST1 ZFPM1 GOBP_HEAT_ACCLIMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HEAT_ACCLIMATION HSBP1 HSBP1L1 HSPA1A HSPA1B HSPA6 RBBP7 GOBP_HEAT_GENERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HEAT_GENERATION ABAT ADRB1 ADRB2 ADRB3 ARRDC3 CNR1 EDNRB IL1A IL1B PTGER3 PTGES PTGS2 SLC27A1 TNF TNFRSF11A TNFSF11 TRPV1 GOBP_HEMATOPOIETIC_OR_LYMPHOID_ORGAN_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HEMATOPOIETIC_OR_LYMPHOID_ORGAN_DEVELOPMENT ABL1 ADA ADAM17 AIRE ARTN ASXL1 ATM BARX1 BCL11B BCL2 BCL2L11 BCL3 BRAF CACNB4 CCNB2 CD248 CDH17 CDKN2B CITED2 CRKL CTC1 CTNNB1 CXCR5 EPB42 EPHB3 FADD FGF10 FLVCR1 FOXE1 FOXI3 FOXL1 FOXN1 GATA3 HAND2 HES1 HOXA3 HOXB4 IL15 IL7R JARID2 KMT2A LIPA LMO4 LRP5 LRRC17 LTA LTB LTBR MAD1L1 MAFB MAP2K1 MAP2K2 MAPK1 MAPK3 NFKB2 NFKBIZ NKX2-3 NKX2-5 NKX3-2 ONECUT1 PBX1 PCID2 PDPN PITX2 PKN1 POLB PPP2R3C PRDX2 PSEN1 PTPRC RAF1 RAG1 RBM15 RC3H1 RC3H2 RET RIPK3 SBDS SHH SIX1 SIX4 SLC40A1 SLC46A2 SOD1 SPNS2 SRF STAT5B TBX1 TCF21 TGFB1 TGFBR1 TNFRSF11A TOX TP53 TRAF3IP2 TYR ZBTB1 ZMPSTE24 GOBP_HEMATOPOIETIC_PROGENITOR_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HEMATOPOIETIC_PROGENITOR_CELL_DIFFERENTIATION ABL1 ACE ACP6 ADAR AGPAT5 ANKLE1 ANLN AP3B1 ARL11 ARMC6 ATF2 BATF BCL2 BMP4 BRAF BVES C12orf29 CDK6 CEBPD CHD2 CIAO3 CITED2 DACT2 DHTKD1 DHX36 DNAI4 DPF2 EEF2 EIF2AK2 EML1 ERCC2 ESCO2 EXT1 FLCN FLT3 FNIP1 FOXC1 FST FSTL3 GATA2 GATA3 HEATR9 HERC6 HES1 HES5 HOXB3 HOXB4 HSPA9 HYAL2 INHBA ITCH JAM3 KAT5 KDR KIT KITLG KRT75 LIG4 LIPA LMBR1L LYN MED1 MEOX1 METTL14 METTL3 MIXL1 MLF1 MLLT3 MMP21 MYB N4BP2L2 NFE2L2 NOTCH1 NUDT21 OSM PCID2 PDCD2 PDGFRA PLD4 PLEK PRKDC PRRC2C PSEN1 PTPN6 PTPRC PTPRZ1 PUS7 PYGO1 RARA RBM47 REST RRS1 SBDS SERPINB12 SETD1A SFRP1 SH2B3 SHH SIN3A SIPA1L3 SLC7A6OS SLC8A3 SMPD3 SOS1 SOS2 SOX4 SP3 SP7 SPI1 SRF SSBP3 TAL1 TCF15 TENT2 TGFB1 TIFAB TMEM190 TMEM91 TNFRSF13B TOP2A TP53 TREX1 UFL1 WDR38 WDR7 XRCC5 YTHDF2 ZBTB1 ZBTB24 ZFAT ZFP36 ZNF784 ZNHIT1 GOBP_HEMATOPOIETIC_STEM_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HEMATOPOIETIC_STEM_CELL_DIFFERENTIATION ABL1 ACE BATF BCL2 CDK6 CHD2 EIF2AK2 ERCC2 EXT1 FOXC1 HOXB4 HSPA9 ITCH KAT5 LMBR1L MED1 MEOX1 METTL3 MLLT3 N4BP2L2 NFE2L2 OSM PRKDC PUS7 SETD1A SFRP1 SH2B3 SP7 SRF TAL1 TCF15 TP53 UFL1 XRCC5 YTHDF2 ZFP36 GOBP_HEMATOPOIETIC_STEM_CELL_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HEMATOPOIETIC_STEM_CELL_HOMEOSTASIS ADAR ADGRG1 ARHGEF5 ARMCX1 ARMCX5-GPRASP2 BAP1 CCN3 CRISPLD1 EMCN EXT1 FOXA3 FSTL1 GATA2 GLIS2 GPRASP2 MYCT1 NLE1 OCIAD1 OCIAD2 SEPTIN4 SOX4 TCIRG1 UBAP2L ZNF251 GOBP_HEMATOPOIETIC_STEM_CELL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HEMATOPOIETIC_STEM_CELL_MIGRATION BCL11B CCR2 EXT1 GAS6 GPLD1 JAM2 JAM3 KIT PTPRC GOBP_HEMATOPOIETIC_STEM_CELL_MIGRATION_TO_BONE_MARROW https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HEMATOPOIETIC_STEM_CELL_MIGRATION_TO_BONE_MARROW EXT1 GAS6 GPLD1 JAM2 JAM3 GOBP_HEMATOPOIETIC_STEM_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HEMATOPOIETIC_STEM_CELL_PROLIFERATION ACE ARIH2 ATXN1L BABAM1 BRCA2 CD34 CEBPA CTC1 EIF2AK2 ERCC2 ETV6 GBA1 HOXB4 KAT7 KITLG MECOM MIR221 MIR222 N4BP2L2 NKAP PDCD2 PIM1 RUNX1 SART3 SFRP2 SHB SNAI2 THPO TSC22D1 WNT1 WNT10B WNT2B WNT5A XRCC5 YJEFN3 YTHDF2 GOBP_HEME_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HEME_TRANSPORT ABCB6 ABCB7 ABCC5 FLVCR1 FLVCR2 HPX HRG PGRMC2 SLC46A1 SLC48A1 GOBP_HEMIDESMOSOME_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HEMIDESMOSOME_ASSEMBLY COL17A1 DST ITGB4 LAMA3 LAMC1 PLEC GOBP_HEMOGLOBIN_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HEMOGLOBIN_BIOSYNTHETIC_PROCESS ABCB10 ALAS1 ALAS2 EIF2AK1 EPO FECH HIF1A INHA INHBA KLF4 LDB1 PRMT1 SLC25A37 SLC6A9 GOBP_HEMOGLOBIN_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HEMOGLOBIN_METABOLIC_PROCESS ABCB10 AHSP ALAS1 ALAS2 CAT EIF2AK1 EPB42 EPO FECH HIF1A HPX INHA INHBA KLF4 LDB1 PRMT1 SLC25A37 SLC6A9 GOBP_HEMOPOIESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HEMOPOIESIS ABCB10 ABI1 ABL1 ACE ACIN1 ACP6 ACTB ACTL6A ACTL6B ACTN1 ACVR1B ACVR2A ADA ADAM17 ADAM8 ADAR ADD2 ADGRF5 ADGRG3 ADIPOQ AGER AGPAT5 AHSP AICDA AIRE ALAS1 ALAS2 AMBRA1 ANGPT1 ANKLE1 ANKRD54 ANLN ANXA1 ANXA2 AP3B1 AP3D1 APCS APP AQP8 ARID1A ARID1B ARID2 ARID4A ARIH2 ARL11 ARMC5 ARMC6 ARNT ASCL2 ASH2L ASXL1 ATF2 ATF4 ATG5 ATM ATP5IF1 ATP6AP1 ATP7A ATXN1L AXL AZI2 B2M BABAM1 BAD BAK1 BAP1 BATF BATF2 BATF3 BAX BCL11B BCL2 BCL3 BCL6 BCR BGLAP BLNK BMI1 BMP2 BMP4 BPGM BRAF BRCA2 BRD1 BRD7 BRPF1 BRPF3 BTK BTN2A2 BVES C12orf29 C17orf99 C1QC CALCR CAMK4 CARD11 CARTPT CASP10 CASP3 CASP8 CASP9 CBFA2T3 CBFB CCDC134 CCL19 CCL3 CCN4 CCR1 CCR2 CCR6 CCR7 CCR9 CD101 CD109 CD164 CD19 CD1D CD2 CD27 CD28 CD34 CD3D CD3E CD3G CD4 CD40LG CD46 CD74 CD79A CD79B CD80 CD81 CD83 CD86 CD8A CDC42 CDC73 CDH17 CDIN1 CDK13 CDK5RAP3 CDK6 CDKN1C CDKN2B CEACAM1 CEBPA CEBPB CEBPD CEBPE CEBPG CFLAR CHD2 CHD7 CIAO3 CIAPIN1 CIB1 CITED2 CLCF1 CLDN18 CLEC1B CLEC4D CLEC4E CLEC4G CLEC5A CLPB CLPTM1 CMTM7 CNN2 CNOT4 CR1 CR2 CREB1 CRIP2 CRTAM CSF1 CSF1R CSF2 CSF3 CSF3R CTC1 CTLA4 CTNNB1 CTNNBIP1 CTR9 CTSK CTSL CUL4A CYP26B1 DACT2 DCAF1 DCLRE1C DCSTAMP DHRS2 DHRS7B DHTKD1 DHX36 DLL1 DLL4 DMTN DNAI4 DNAJA3 DNAJB9 DNASE2 DOCK10 DOCK11 DOCK2 DPF2 DROSHA DTX1 DUSP10 DYRK3 EBP EEF2 EFNA2 EGR1 EGR3 EIF2AK1 EIF2AK2 EIF6 EML1 ENTPD7 EOMES EP300 EPAS1 EPB42 EPHA2 EPO EPOR ERBB2 ERCC1 ERCC2 ERFE ESCO2 ETS1 ETV2 ETV6 EVI2B EXT1 EZH2 F2RL1 FADD FAM20C FAM210B FANCA FANCD2 FARP2 FASN FAXDC2 FBN1 FBXO7 FBXW7 FCER1G FCGR2B FCRL3 FECH FES FGFR2 FGL2 FLCN FLI1 FLNA FLT3 FLT3LG FLVCR1 FNIP1 FOS FOSL2 FOXC1 FOXJ1 FOXN1 FOXO3 FOXP1 FOXP3 FSHB FST FSTL3 FUT10 FUT7 FZD5 FZD7 FZD8 FZD9 G6PD GAB2 GAB3 GABPA GAS6 GATA1 GATA2 GATA3 GBA1 GFI1B GLI2 GLI3 GLO1 GLRX5 GP1BA GP1BB GP5 GP9 GPC3 GPR137 GPR137B GPR171 GPR18 GPR183 GPR55 GPR68 GPR89A GPR89B GPS2 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HAX1 HCLS1 HDAC4 HDAC5 HDAC9 HEATR3 HEATR9 HECTD1 HERC6 HES1 HES5 HHEX HIF1A HIPK1 HIPK2 HLA-B HLA-DOA HLA-DRA HLA-DRB1 HLA-G HLX HMGB1 HMGB2 HOXA5 HOXA7 HOXA9 HOXB3 HOXB4 HOXB7 HOXB8 HSCB HSF1 HSPA1A HSPA1B HSPA9 HYAL2 IAPP ID2 IFI16 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IFNE IFNG IFNK IFNL1 IFNW1 IGSF23 IHH IKZF1 IKZF3 IL10 IL11 IL12B IL12RB1 IL15 IL15RA IL17A IL17D IL18 IL18R1 IL1A IL1B IL1RL1 IL1RL2 IL2 IL20 IL21 IL23A IL23R IL25 IL27 IL2RA IL2RG IL3 IL31RA IL33 IL34 IL36B IL4 IL4I1 IL4R IL5 IL6 IL6R IL7 IL7R IL9 ING5 INHA INHBA INPP5D IREB2 IRF1 IRF2BP2 IRF4 IRF7 IRF8 ISG15 ITCH ITFG2 ITGA4 ITGB1 ITGB6 ITGB8 ITK ITM2A ITPKB JAG1 JAG2 JAGN1 JAK1 JAK2 JAK3 JAM3 JMJD6 JUNB KAT2A KAT5 KAT6A KAT6B KAT7 KAT8 KCNQ1 KDELR1 KDR KIRREL3 KIT KITLG KLF1 KLF10 KLF13 KLF2 KLF3 KLF4 KLF6 KLHL25 KLRC1 KMT2A KMT2E KRT75 L3MBTL1 L3MBTL3 LAG3 LARGE1 LBR LCK LDB1 LEF1 LEO1 LEP LEPR LFNG LGALS1 LGALS3 LGALS9 LIF LIG4 LILRB1 LILRB2 LILRB3 LILRB4 LIPA LMBR1L LOX LOXL3 LRRC17 LRRC8A LRRK1 LTBR LTF LY6D LY9 LYAR LYL1 LYN MAEA MAF MAFB MALT1 MAPK11 MAPK14 MB MDK MEAF6 MECOM MED1 MEF2C MEIS1 MEIS2 MELK MEN1 MEOX1 MERTK METTL14 METTL3 MFAP5 MFHAS1 MFNG MIR125B1 MIR145 MIR17HG MIR21 MIR221 MIR222 MIR223 MIR30B MIR486-1 MITF MIXL1 MKNK2 MLF1 MLLT3 MMP14 MMP21 MMP9 MPIG6B MPL MR1 MS4A1 MSH2 MT1G MTOR MTURN MYB MYC MYD88 MYH9 MYO1E MYSM1 N4BP2L2 NAGLU NBEAL2 NCAPG2 NCAPH2 NCKAP1L NCOA6 NDFIP1 NDP NEDD9 NF1 NFAM1 NFATC1 NFE2L2 NFIL3 NFKBIA NFKBID NFKBIZ NHEJ1 NKAP NKX2-3 NKX2-5 NLRP3 NOTCH1 NOTCH2 NOTCH4 NR3C1 NRARP NRROS NTRK1 NUDT21 OCSTAMP OGT ONECUT1 OSCAR OSM OSTM1 P4HTM PABPC4 PAF1 PAFAH1B1 PARP1 PATZ1 PAX5 PBRM1 PBX1 PBXIP1 PCID2 PCK1 PDCD2 PDE1B PDGFB PDGFRA PF4 PGLYRP1 PGLYRP2 PGLYRP3 PGM3 PHF10 PHF14 PIAS3 PICALM PIK3CD PIK3R1 PIK3R2 PIK3R3 PIK3R6 PIM1 PINK1 PIP4K2A PIR PITHD1 PKNOX1 PLA2G10 PLA2G2D PLA2G3 PLCG2 PLCL2 PLD4 PLEK PML PNP POU2AF1 POU4F1 POU4F2 PPARG PPARGC1B PPP2R3C PPP3CA PPP3CB PRDM1 PRDX2 PRDX3 PRELID1 PREX1 PRKCA PRKCZ PRKDC PRKX PRMT1 PRMT6 PRR7 PRRC2C PRTN3 PRXL2A PSEN1 PSG9 PSMB11 PTBP3 PTGER4 PTK2B PTN PTPN11 PTPN2 PTPN22 PTPN6 PTPRC PTPRJ PTPRZ1 PURB PUS7 PYGO1 RAB7B RABL3 RACGAP1 RAG1 RAG2 RARA RARG RASGRP1 RASGRP4 RASSF2 RB1 RBM15 RBM47 RBPJ RC3H1 RC3H2 RCOR1 RELB REST RHAG RHEX RHOA RHOH RIPK1 RIPK2 RIPK3 RNF41 ROGDI ROR2 RORA RORC RPL22 RPS14 RPS19 RPS6 RPTOR RRAS RRS1 RSAD2 RTKN2 RUNX1 RUNX2 RUNX3 SART1 SART3 SASH3 SBDS SBNO2 SCIN SEMA4A SERPINB12 SETD1A SFRP1 SFRP2 SFXN1 SGPL1 SH2B3 SH3PXD2A SH3RF1 SHB SHH SIGLEC15 SIN3A SIPA1L3 SIRT1 SKIC8 SLAMF1 SLAMF6 SLAMF8 SLC11A2 SLC1A5 SLC25A38 SLC25A40 SLC25A5 SLC39A7 SLC46A2 SLC4A1 SLC4A2 SLC7A6OS SLC8A3 SLC9B2 SMAD5 SMAD7 SMAP1 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMPD3 SNAI2 SNRK SNX10 SOCS1 SOCS3 SOCS5 SOD1 SOD2 SOS1 SOS2 SOX12 SOX13 SOX4 SP3 SP7 SPI1 SPINK5 SPN SPTA1 SRC SRF SRP54 SSBP3 ST3GAL1 STAT1 STAT3 STAT4 STAT5A STAT5B STAT6 STK11 STK3 STK4 SYK SYVN1 TAFAZZIN TAL1 TBX21 TCF15 TCF3 TCF7 TCIM TCIRG1 TCTA TEK TENT2 TESC TESPA1 TET2 TF TFE3 TFRC TGFB1 TGFB2 TGFBR2 TGFBR3 THEMIS THOC5 THPO THRA TIFAB TIPARP TIRAP TLR2 TLR3 TLR4 TLR9 TMEM131L TMEM14C TMEM176A TMEM176B TMEM178A TMEM190 TMEM64 TMEM91 TMEM98 TMOD3 TNF TNFAIP6 TNFRSF11A TNFRSF11B TNFRSF13B TNFRSF9 TNFSF11 TNFSF13B TNFSF18 TNFSF4 TNFSF8 TNFSF9 TOB2 TOP2A TOP2B TOX TP53 TPD52 TPO TRAF3IP2 TRAF6 TREM2 TREX1 TRIB1 TRIM10 TRIM58 TRPM2 TSC1 TSC22D1 TSPAN2 TSPO2 TTC7A TUBB1 TUSC2 TWSG1 TYRO3 TYROBP UBA5 UBASH3B UBD UCP2 UFL1 USP44 VAV1 VCAM1 VEGFA VNN1 VPS33A VPS33B VPS54 VSIR WASF2 WBP1L WDR1 WDR38 WDR7 WNT1 WNT10B WNT2B WNT3A WNT4 WNT5A XBP1 XRCC5 XRCC6 YJEFN3 YTHDF2 YY1 ZAP70 ZBTB1 ZBTB16 ZBTB24 ZBTB46 ZBTB7A ZBTB7B ZC3H12A ZC3H8 ZEB1 ZFAT ZFP36 ZFP36L1 ZFP36L2 ZFPM1 ZMIZ1 ZNF16 ZNF160 ZNF385A ZNF675 ZNF683 ZNF784 ZNHIT1 GOBP_HEMOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HEMOSTASIS ACTB ACTG1 ACTN1 ADAMTS13 ADAMTS18 ADORA2A ADRA2A ADRA2B ADRA2C ADTRP AK3 ALOX12 ANO6 ANXA2 ANXA5 ANXA8 AP3B1 APOE APOH AVPR2 AXL BLOC1S3 BLOC1S4 BLOC1S6 C1GALT1C1 C1QTNF1 C4BPB CAV1 CD36 CD40 CD40LG CD59 CD9 CEACAM1 CELA2A CLIC1 COL3A1 COMP CPB2 CSRP1 CTSG CYP4F11 CYP4F2 DGKA DGKB DGKD DGKE DGKG DGKH DGKI DGKK DGKQ DGKZ DMTN DTNBP1 EDN1 EMILIN1 EMILIN2 ENPP4 ENTPD1 ENTPD2 EPHB2 F10 F11 F11R F12 F13A1 F13B F2 F2R F2RL1 F2RL2 F2RL3 F3 F5 F7 F8 F9 FAP FBLN1 FCER1G FERMT3 FGA FGB FGG FGL1 FIBP FLI1 FLNA FOXA2 FUNDC2 FZD6 GAS6 GATA1 GGCX GNA12 GNA13 GNAQ GNAS GP1BA GP1BB GP5 GP6 GP9 GPI HBB HGFAC HNF4A HPS4 HPS5 HPS6 HPSE HRG HSPB1 IL6 IL6ST ILK ITGA2 ITGB3 ITPK1 JAK2 JMJD1C KLKB1 KNG1 KRT1 LCK LMAN1 LNPK LYN MAPK14 MERTK METAP1 MFSD2B MMRN1 MPIG6B MYH9 MYL12A MYL9 NFE2 NFE2L2 NOS3 P2RX1 P2RY1 P2RY12 PABPC4 PAFAH2 PAPSS2 PDGFA PDGFB PDGFRA PDIA2 PDIA3 PDPN PEAR1 PF4 PIK3CA PIK3CB PIK3CG PLA2G4A PLAT PLAU PLAUR PLCG2 PLEK PLG PLSCR1 PPIA PRDX2 PRKCA PRKCD PRKCQ PRKG1 PROC PROCR PROS1 PROZ PRSS56 PTPN6 RAB27A RAP2B SAA1 SCUBE1 SELP SERPINA1 SERPINA10 SERPINB2 SERPINC1 SERPIND1 SERPINE1 SERPINE2 SERPINF2 SERPING1 SH2B3 SHH SLC4A1 SLC6A4 SLC7A11 SRC SRF ST3GAL4 STXBP1 STXBP3 SYK TBXA2R TEC TFPI TFPI2 THBD THBS1 TLN1 TLR4 TPH1 TREML1 TSPAN18 TSPAN32 TSPAN8 TUBB1 TXK TYRO3 UBASH3B USF1 VAV1 VAV2 VAV3 VCL VKORC1 VPS33B VTN VWF WAS WNT3A ZNF385A GOBP_HEPARAN_SULFATE_PROTEOGLYCAN_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HEPARAN_SULFATE_PROTEOGLYCAN_BIOSYNTHETIC_PROCESS B3GALT6 B3GAT3 CSGALNACT1 CTNNB1 DSE EXT1 EXT2 EXTL1 EXTL2 EXTL3 GLCE HS2ST1 HS3ST1 HS3ST2 HS3ST3A1 HS3ST3B1 HS3ST4 HS3ST5 HS3ST6 HS6ST1 HS6ST2 HS6ST3 NDST1 NDST2 NDST3 NDST4 PXYLP1 SLC35D2 TCF7L2 TM9SF2 UGDH XYLT1 XYLT2 GOBP_HEPARAN_SULFATE_PROTEOGLYCAN_BIOSYNTHETIC_PROCESS_ENZYMATIC_MODIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HEPARAN_SULFATE_PROTEOGLYCAN_BIOSYNTHETIC_PROCESS_ENZYMATIC_MODIFICATION HS2ST1 HS3ST1 HS3ST2 HS3ST3A1 HS3ST3B1 HS3ST5 HS3ST6 HS6ST1 HS6ST2 HS6ST3 NDST1 NDST2 GOBP_HEPARAN_SULFATE_PROTEOGLYCAN_BIOSYNTHETIC_PROCESS_POLYSACCHARIDE_CHAIN_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HEPARAN_SULFATE_PROTEOGLYCAN_BIOSYNTHETIC_PROCESS_POLYSACCHARIDE_CHAIN_BIOSYNTHETIC_PROCESS CSGALNACT1 EXT1 EXT2 HS2ST1 NDST1 NDST2 NDST3 NDST4 GOBP_HEPARAN_SULFATE_PROTEOGLYCAN_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HEPARAN_SULFATE_PROTEOGLYCAN_CATABOLIC_PROCESS GLB1 GPC1 GUSB HGSNAT HPSE IDS IDUA NAGLU SGSH GOBP_HEPARAN_SULFATE_PROTEOGLYCAN_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HEPARAN_SULFATE_PROTEOGLYCAN_METABOLIC_PROCESS HS2ST1 HS3ST1 HS3ST2 HS3ST3A1 HS3ST3B1 HS3ST4 HS3ST5 HS3ST6 HS6ST1 HS6ST2 HS6ST3 NAGLU NDST1 NDST2 SULF1 SULF2 GOBP_HEPARIN_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HEPARIN_BIOSYNTHETIC_PROCESS ANGPT1 CSGALNACT1 EXT1 EXT2 GLCE NDST1 NDST2 NDST3 NDST4 SLC10A7 XYLT2 GOBP_HEPARIN_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HEPARIN_METABOLIC_PROCESS ANGPT1 CSGALNACT1 EDNRA EDNRB EXT1 EXT2 GLCE HPSE HS2ST1 IDUA NAGLU NDST1 NDST2 NDST3 NDST4 SLC10A7 XYLT2 GOBP_HEPATICOBILIARY_SYSTEM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HEPATICOBILIARY_SYSTEM_DEVELOPMENT ACADM ACAT1 ACO2 ADA ALDH1A2 ANXA1 ARF6 ARID5B ASS1 ATF2 ATP7A AURKA BAAT CAD CADM1 CCDC39 CCDC40 CCND1 CDK5RAP3 CDKN2B CEACAM1 CEBPA CEBPB CEBPG CFLAR CITED2 CLDN1 COBL CPB2 CPS1 CPT1A CSNK2A2 CUL3 CYP1A1 DNAAF1 DUT E2F7 E2F8 ELK1 EZH2 FBXW7 FGF1 FGL1 FOXH1 FPGS FRZB GATA6 GFER GLI1 GUCD1 HES1 HFE HGF HLX HMGCS2 HNF1A HNF1B HNRNPD HPN IGF2R IHH IL10 IL6 ITGA2 JARID2 LIMS2 LIPA LSR MAN2A1 MDK MED1 MESP1 MET MKS1 MPST NAGLU NF1 NIPBL NKX2-8 NODAL NOTCH1 NOTCH2 NPC1 NPHP3 ONECUT1 ONECUT2 OTC PCK1 PCK2 PCNA PCSK9 PDX1 PHF2 PIK3CA PKD1 PKD2 PNPT1 PRKCSH PRMT5 PROX1 PTCD2 PTCH1 PTN PTPN3 RARA RB1CC1 RELA RGN RHBDD3 RPGRIP1L RPS6KA1 SEC63 SERPINA10 SLC7A5 SMAD3 SMARCB1 SOD2 SOX17 SOX9 SP3 SRD5A1 SRSF1 SULF2 TAF10 TBX3 TGFA TGFBR3 TNF TNFAIP3 TYMS UCP2 UGT1A1 UGT1A10 UGT1A7 UGT1A8 UGT1A9 UPB1 UPF2 VTN WNT1 WNT3A WNT4 XBP1 ZIC3 ZMPSTE24 GOBP_HEPATIC_STELLATE_CELL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HEPATIC_STELLATE_CELL_ACTIVATION ACTA2 AKAP12 CYGB DDR2 GCLC GCLM LEP MYB RPS6KA1 GOBP_HEPATOCYTE_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HEPATOCYTE_APOPTOTIC_PROCESS ADAR ARF6 ATF2 BCL2L1 BID CASP6 CFLAR DNMT3A GSN H19 IGF1R KRT18 KRT8 MIR675 PIK3CG PPARA PRKAA1 PRKAA2 RB1 STK3 STK4 GOBP_HEPATOCYTE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HEPATOCYTE_DIFFERENTIATION ANXA1 CPS1 CYP1A1 E2F7 E2F8 FOXH1 FRZB ITGA2 MESP1 PCK1 PCK2 PROX1 SMARCB1 TAF10 WNT1 GOBP_HEPATOCYTE_GROWTH_FACTOR_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HEPATOCYTE_GROWTH_FACTOR_RECEPTOR_SIGNALING_PATHWAY ADAMTS12 BCAR1 ESM1 HGF MET MUC20 NRP1 PAK1 PTPN1 PTPN2 RAC1 STMN1 GOBP_HEPOXILIN_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HEPOXILIN_METABOLIC_PROCESS ALOX12 ALOX12B ALOX15 ALOX15B ALOX5 ALOXE3 GSTM1 GSTM2 GSTP1 GOBP_HETEROCHROMATIN_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HETEROCHROMATIN_ORGANIZATION AICDA APOBEC1 ATF7IP ATF7IP2 ATRX BAHD1 BAZ1A BAZ2A BCL6 BEND3 CBX3 CDK2 CDKN2B-AS1 CENPV DMRTC2 DNMT1 DNMT3A DOT1L DYRK1A EHMT1 EZH1 EZH2 FAM172A FAM172BP H1-0 H1-9P H3-3A H3-3B HAT1 HDAC1 HDAC2 HELLS HMGA2 HMGB1 HP1BP3 JARID2 KCNQ1OT1 KDM1A KDM5A KMT2D L3MBTL1 L3MBTL3 LMNA LMNB1 LMNB2 LOXL2 MACROH2A1 MBD2 MBD3 MBD3L1 MBD3L2 MBD3L2B MBD3L3 MBD3L4 MBD3L5 MECOM MECP2 MORC2 MPHOSPH8 MTHFR MYC NRDE2 PCID2 PHF2 PHF8 POLE3 PPHLN1 PPM1D PRDM16 RB1 RESF1 RIF1 RRP8 SAMD1 SCMH1 SETD7 SETDB1 SETDB2 SIN3A SIRT1 SIRT2 SIRT6 SMARCA5 SMCHD1 SNAI1 SPTY2D1 SUV39H1 SUZ12 TASOR TET1 TEX15 TNP1 TPR TRIM28 TRIP12 TSIX UBR2 UBR5 UHRF1 ZNF304 ZNFX1 GOBP_HETEROCYCLE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HETEROCYCLE_CATABOLIC_PROCESS A1CF ABCC1 ABCC2 ABCD1 ACAT1 ACMSD ACOT7 ADA ADA2 ADAL AFMID AGO1 AGO2 AGO3 AGO4 AICDA AIFM1 AKT1 ALDH4A1 ALDH6A1 ALKBH5 ALLC AMBP AMPD3 ANG ANGEL2 APAF1 APEX1 APOBEC1 APOBEC2 APOBEC3A APOBEC3B APOBEC3C APOBEC3D APOBEC3F APOBEC3G APOBEC3H ATM AXIN2 BAX BLVRA BLVRB BOLL BTG2 CACNG7 CALCR CAPRIN1 CARHSP1 CASC3 CDA CDADC1 CECR2 CELF1 CIDEA CIRBP CNOT1 CNOT10 CNOT11 CNOT2 CNOT3 CNOT4 CNOT6 CNOT6L CNOT7 CNOT8 CNOT9 CNP CPEB3 CRMP1 CSDC2 CSDE1 CTIF CYP1A1 CYP2A6 DAZ1 DAZ2 DAZ3 DAZ4 DAZL DCP1A DCP1B DCP2 DCPS DCTPP1 DDX49 DDX5 DEDD2 DERA DFFA DFFB DHX34 DHX36 DHX9 DICER1 DIS3 DIS3L DIS3L2 DKC1 DNA2 DNASE1 DNASE1L1 DNASE1L2 DNASE1L3 DNASE2 DNASE2B DND1 DNM3OS DNPH1 DPEP1 DPYD DPYS DPYSL2 DPYSL3 DPYSL4 DPYSL5 DUT DXO E2F1 EDC3 EDC4 EIF3E EIF4A3 EIF4ENIF1 ELAC2 ELAVL1 ELAVL4 ELOB ELOC ENDOG ENPP1 ENPP3 ENPP4 ENSG00000276759 ENTPD1 ENTPD2 ENTPD3 ENTPD4 ENTPD5 ENTPD6 ENTPD7 ENTPD8 ERI1 ERN1 ERN2 ETF1 EXOG EXOSC1 EXOSC10 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 FASTK FASTKD1 FASTKD2 FASTKD3 FASTKD5 FBH1 FEN1 FHIT FITM2 FMR1 FOXL2 FTO FUS FXR1 FXR2 GAS5 GDA GDNF GIGYF2 GOT2 GRSF1 GSK3A GSPT1 GSPT2 GTPBP1 HAAO HBS1L HINT1 HMOX1 HMOX2 HNMT HNRNPA0 HNRNPAB HNRNPC HNRNPD HNRNPR HNRNPU HOGA1 HPRT1 HSF1 HSPA1A HSPA1B IDO1 IDO2 IGF2BP1 IGF2BP2 IGF2BP3 IKBKE IL4I1 IL6 IREB2 ISG20 ITPA KCNQ1OT1 KHSRP KMO KYNU LARP1 LARP1B LARP4B LIN28A LIN28B LRPPRC LSM1 LSM2 LSM4 LSM5 LSM6 LSM7 MAGOH MAGOHB MAPK14 MAPKAPK2 MBD4 MEIOC METTL1 METTL14 METTL16 METTL3 MEX3D MGAT1 MIR1-1 MIR100 MIR103B1 MIR106A MIR125A MIR125B1 MIR128-1 MIR130A MIR133A1 MIR135B MIR137 MIR140 MIR145 MIR146A MIR149 MIR151A MIR181A2 MIR185 MIR18A MIR190B MIR191 MIR192 MIR195 MIR206 MIR20A MIR210 MIR212 MIR214 MIR223 MIR23A MIR24-1 MIR26B MIR27A MIR302A MIR302C MIR30B MIR326 MIR342 MIR373 MIR423 MIR4286 MIR485 MIR486-1 MIR491 MIR497 MIR517A MIR517C MIR520C MIR543 MIR562 MIR564 MIR608 MIR625 MIR655 MIR663A MIR665 MIR885 MIR9-1 MIR93 MIR96 MIR98 MIRLET7A1 MIRLET7B MIRLET7E MLH1 MLYCD MOV10 MRTO4 MTAP MTHFS MTPAP MTREX MUS81 MYD88 NAF1 NANOS1 NANOS2 NANOS3 NBAS NBDY NCBP1 NCBP2 NEAT1 NEIL1 NEIL2 NFE2L2 NMNAT1 NOCT NPM1 NRDE2 NSUN2 NT5C NT5C1A NT5C1B NT5C2 NT5C3B NT5E NT5M NTHL1 NUDT1 NUDT10 NUDT11 NUDT12 NUDT13 NUDT15 NUDT16 NUDT16L1 NUDT17 NUDT18 NUDT19 NUDT3 NUDT4 NUDT4B NUDT5 NUDT7 NUDT8 NUDT9 OAS2 OGG1 OIP5-AS1 PABPC1 PABPC4 PABPN1L PAIP1 PAN2 PAN3 PARN PATL1 PATL2 PCBP4 PCID2 PDE10A PDE12 PDE1A PDE2A PDE4A PDE4B PDE4C PDE4D PDE5A PDE7A PDE7B PDE8A PDE8B PDE9A PDXP PELO PHAX PKP1 PKP3 PLEKHN1 PM20D2 PNLDC1 PNP PNPT1 PNRC1 PNRC2 POLR2G POP1 PPP1R8 PRKCA PRKCD PRODH PRR5L PRTFDC1 PUM1 PUM2 PYM1 QPRT RBM10 RBM24 RBM46 RBM47 RBM7 RBM8A RC3H1 RC3H2 REXO4 RGN RIDA RNASE2 RNASE3 RNASE6 RNASEH1 RNASEH2A RNASEH2B RNASEH2C RNASEL RNASET2 RNH1 RNPS1 ROCK1 ROCK2 SAMD4A SAMD4B SAMHD1 SARM1 SCGB1A1 SECISBP2 SERBP1 SETMAR SIDT2 SKIC2 SKIC3 SKIC8 SLC11A1 SLCO1B1 SLCO1B3 SLCO2B1 SLFN12 SLFN13 SLFN14 SLIRP SMG1 SMG5 SMG6 SMG7 SMG8 SMG9 SMPDL3A SMUG1 SND1 SSB ST20 SUCLA2 SUCLG1 SUCLG2 SUPV3L1 SYNCRIP TAF15 TARDBP TBRG4 TDG TDO2 TENT2 TENT4A TENT4B TENT5A TENT5B TENT5C TENT5D TET1 TET2 TET3 THRAP3 TIRAP TNFRSF1B TNKS1BP1 TNRC6A TNRC6B TNRC6C TOB1 TRAF2 TRAF3IP2 TRAF5 TRDMT1 TREX1 TRIM71 TRIR TRNT1 TTC5 TUT1 TUT4 TUT7 TYMP UGT1A1 UGT1A4 UNG UPB1 UPF1 UPF2 UPF3A UPF3B UPP1 UPP2 URAD UROD VCP VIM VIP VNN1 VPS54 WDR82 XDH XIST XRN1 XRN2 YBX1 YBX3 YTHDF1 YTHDF2 YTHDF3 ZAR1 ZC3H12A ZC3H12D ZC3H14 ZC3H18 ZC3H4 ZC3HAV1 ZCCHC17 ZCCHC7 ZCCHC8 ZFP36 ZFP36L1 ZFP36L2 ZHX2 ZPR1 ZSWIM8 GOBP_HETEROPHILIC_CELL_CELL_ADHESION_VIA_PLASMA_MEMBRANE_CELL_ADHESION_MOLECULES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HETEROPHILIC_CELL_CELL_ADHESION_VIA_PLASMA_MEMBRANE_CELL_ADHESION_MOLECULES ADGRL1 ALCAM AMIGO1 AMIGO2 AMIGO3 CADM1 CADM3 CBLN1 CD164 CD209 CD6 CDH2 CDH4 CEACAM19 CEACAM5 CEACAM6 CEACAM8 CRB1 CRB2 CRTAM CXADR DCHS1 FAT4 GRID2 HMCN1 ICAM1 IGSF21 IL1RAPL1 ITGA5 ITGAL JAML LGALS7B NECTIN1 NECTIN3 NECTIN4 NLGN1 PSG11 PSG2 PSG5 PTPRD PVR REG3A SCARF1 SCARF2 SELE SELL SELP TENM1 TENM2 TENM3 TENM4 UMOD VCAM1 GOBP_HETEROTYPIC_CELL_CELL_ADHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HETEROTYPIC_CELL_CELL_ADHESION ADIPOQ AGER APOA1 BMP7 CD1D CD2 CD200 CD200R1 CD44 CD47 CD58 CEACAM6 CTNNA3 CXADR DSC2 DSG2 DSP FGA FGB FGG FLOT1 FLOT2 GCNT2 GLDN IL10 IL1B IL1RN ITGA4 ITGA5 ITGA7 ITGAD ITGAV ITGAX ITGB1 ITGB2 ITGB3 ITGB7 IZUMO1 JAM3 JUP KLF4 LCK LILRB2 MADCAM1 MAP2K5 MAPK7 MBP MIR221 MYADM NINJ1 NRCAM PARVA PERP PKP2 PTPRC RNASE10 SIRPA SKAP1 THY1 TNF VCAM1 WNK1 GOBP_HEXOSE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HEXOSE_CATABOLIC_PROCESS ACTN3 ADCY10 ALDOB BAD ENO1 ENO2 ENO3 FOXK1 FOXK2 FUT1 FUT10 FUT2 FUT4 FUT5 FUT6 FUT7 FUT8 FUT9 GALE GALK1 GALM GALT GCK GLB1 GLYCTK HK1 HK2 HK3 LRP5 MIR210 PFKFB2 PFKL PFKM PFKP PGAM1 PGAM2 PGK1 PGK2 PKM TIGAR TKFC TKTL1 TP53 TPI1 GOBP_HEXOSE_PHOSPHATE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HEXOSE_PHOSPHATE_TRANSPORT G6PC1 G6PC3 SLC17A3 SLC37A1 SLC37A2 SLC37A3 SLC37A4 GOBP_HIGH_DENSITY_LIPOPROTEIN_PARTICLE_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HIGH_DENSITY_LIPOPROTEIN_PARTICLE_ASSEMBLY ABCA1 ABCA7 APOA1 APOA2 APOE APOM LCAT MIR144 NR1H2 PRKACA PRKACB PRKACG ZDHHC8 GOBP_HIGH_DENSITY_LIPOPROTEIN_PARTICLE_CLEARANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HIGH_DENSITY_LIPOPROTEIN_PARTICLE_CLEARANCE APOA1 APOA2 APOC2 APOC3 APOE APOM GPLD1 LDLR LIPG MIR144 MIR185 MIR223 MIR302A MIR33A MIR33B MIR96 SCARB1 TREM2 GOBP_HIGH_DENSITY_LIPOPROTEIN_PARTICLE_REMODELING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HIGH_DENSITY_LIPOPROTEIN_PARTICLE_REMODELING ABCA5 ABCG1 APOA1 APOA2 APOA4 APOC1 APOC3 APOE APOM CETP LCAT LIPC LIPG PLA2G3 PLTP SCARB1 GOBP_HINDBRAIN_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HINDBRAIN_DEVELOPMENT AARS1 ABAT ABL1 AGTPBP1 AHI1 ALDH1A2 ARCN1 ARL13B ASCL1 ATF2 ATF5 ATIC ATP1B2 ATP7A ATRN B4GALT2 BCL2 BMP5 BMP7 CBLN1 CBS CD3E CDK5 CDK5R1 CDK5R2 CEND1 CEP290 CLP1 CNTN1 COQ8B CRK CRKL CTNNA2 CTNNB1 DAB1 DLC1 DLL1 EGF EGR2 EN1 EN2 ENSG00000274276 EPHB1 EPHB2 EZH2 FAIM2 FCGR2B FGF2 FLNA FOXC1 FZD4 GART GATA2 GBA1 GBX2 GDF10 GLI1 GLI2 GNPAT GPR37L1 GRID2 GSX2 HAP1 HERC1 HES1 HNF1B HNRNPD HOXA2 HOXB1 HOXB2 HOXB3 HSPA5 IGF1R ITGB1 KAT2A KCNC1 KCNE1 KDM2B KIF14 KLHL1 KNDC1 LDB1 LEF1 LHX1 LHX5 LMX1A LPAR1 MAFB MAP2K1 MDK MECP2 MT-CO1 MT-ND4 MTPN MYO16 NAGLU NANOS1 NCOA1 NCOR2 NCSTN NEUROD1 NEUROD2 NEUROG3 NFIB NHLH2 NLGN4X NOG OGDH OPHN1 OTX1 PAX6 PDSS2 PHOX2A PHOX2B PLXNA2 POU4F1 PRKG1 PROX1 PSEN1 PSMG1 PTF1A PTPN11 PTPRS RERE RORA RPGRIP1L SCN5A SCRIB SDF4 SEC24B SEMA4C SERPINE2 SEZ6 SHH SKOR2 SLC25A46 SLC6A4 SMAD1 SMO SPTBN2 SSTR1 SSTR2 SSTR3 TBR1 TP53 TRNP1 TTBK2 TTC21B TTLL1 TUBA1A UQCRQ WHRN WLS WNT1 WNT7A XRCC1 ZNF365 GOBP_HINDBRAIN_MATURATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HINDBRAIN_MATURATION ARCN1 CDK5R1 CDK5R2 CEND1 RERE GOBP_HINDBRAIN_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HINDBRAIN_MORPHOGENESIS ABL1 AGTPBP1 ATP7A CBLN1 CBS CDK5 CEND1 COQ8B DAB1 DLC1 DLL1 ENSG00000274276 FAIM2 GBA1 GLI1 GLI2 GNPAT GRID2 GSX2 HERC1 HES1 HSPA5 KIF14 KNDC1 LDB1 LHX1 LHX5 MAP2K1 MTPN OPHN1 PROX1 PTPN11 RORA SERPINE2 SKOR2 SLC25A46 SMO SPTBN2 TRNP1 TTC21B TTLL1 TUBA1A WHRN WNT1 WNT7A XRCC1 ZNF365 GOBP_HINDBRAIN_RADIAL_GLIA_GUIDED_CELL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HINDBRAIN_RADIAL_GLIA_GUIDED_CELL_MIGRATION ARL13B ATP1B2 CEND1 CTNNA2 DAB1 FLNA ITGB1 LEF1 RERE GOBP_HINDBRAIN_TANGENTIAL_CELL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HINDBRAIN_TANGENTIAL_CELL_MIGRATION EPHB1 EPHB2 PHOX2B PLXNA2 TTBK2 GOBP_HINDGUT_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HINDGUT_DEVELOPMENT DACT1 GLI2 GLI3 HOXA13 HOXD13 IFT172 SHH WNT5A GOBP_HINDLIMB_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HINDLIMB_MORPHOGENESIS AFF3 ALX3 ALX4 BMP4 BMPR1A CHD7 CTNNB1 FGF4 FGF8 FMN1 GDF5 GPC3 HOXD10 HOXD9 LARGE1 MED1 MSX1 MSX2 NOTCH1 OSR1 OSR2 PITX1 PTCH1 RARB RARG RPGRIP1L RSPO2 SHH TBX3 TBX4 TFAP2B TP63 TWIST1 WNT3 WNT7A ZBTB16 GOBP_HIPPOCAMPAL_NEURON_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HIPPOCAMPAL_NEURON_APOPTOTIC_PROCESS CX3CL1 CX3CR1 DRAXIN ELK1 PARP2 STAMBP TREM2 GOBP_HIPPOCAMPUS_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HIPPOCAMPUS_DEVELOPMENT ALK ANXA3 ATAT1 ATG16L1 ATP2B4 BBS1 BBS2 BBS4 BCAN BTG2 CASP3 CDK5 CDK5R1 CDK5R2 CDK6 CRK CRKL DAB1 DCLK2 DLX1 DLX2 DRD1 EIF2B5 EMX2 EPHA5 EZH1 EZH2 FEZ1 FEZF2 FGF13 FXR1 FXR2 GLI3 GSK3B HDAC1 HSD3B1 HSD3B2 HTR5A ID4 IGF1R KCNA1 KDM6B KIF14 KIRREL3 LARGE1 LEF1 LHX5 LMX1A LRP8 MAS1 MDK MECP2 MFSD2A MKKS NCOA1 NEFL NEUROD1 NEUROD6 NF2 NKX2-1 NR2E1 OGDH PAFAH1B1 PHLPP2 PLXNA3 POMGNT1 POMT2 PPP1R9B PROX1 PTEN PTPRS RAN RARA RELN SCN2A SCT SEMA6B SLC32A1 SMO SRD5A1 SRD5A2 SRF TMEM108 TSC1 TSKU TUBA1A UBA6 UQCRQ WNT3A XRCC1 XRN2 YWHAE ZIC1 ZIC3 GOBP_HIPPO_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HIPPO_SIGNALING AJUBA AMOT AMOTL1 AMOTL2 ARRDC3 CIT CORO7 DCHS1 DLG5 FAT4 FRMD1 FRMD6 IQCJ-SCHIP1 LATS1 LATS2 LIMD1 MAP2K3 MAPK14 MARK3 MOB1A MOB1B MOB3B NEK8 NF2 NUAK2 SAV1 SCHIP1 SHANK2 SOX11 SRC STK3 STK4 TEAD1 TEAD2 TEAD3 TEAD4 TIAL1 VGLL4 WTIP WWC1 WWC2 WWC3 WWTR1 YAP1 GOBP_HISTAMINE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HISTAMINE_METABOLIC_PROCESS HDC HNMT PRG3 SLC22A3 SLC29A4 TRH GOBP_HISTAMINE_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HISTAMINE_SECRETION BTK CSF2 EDN1 LYN PLA2G3 RAB44 SLC18A2 SNAP23 SNX4 SNX6 VAMP2 VAMP3 VAMP7 VAMP8 GOBP_HISTAMINE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HISTAMINE_TRANSPORT BTK CSF2 EDN1 LYN PLA2G3 RAB44 SLC18A2 SLC22A2 SLC22A3 SLC29A4 SNAP23 SNX4 SNX6 VAMP2 VAMP3 VAMP7 VAMP8 GOBP_HISTIDINE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HISTIDINE_CATABOLIC_PROCESS AMDHD1 CARNMT1 CARNS1 FTCD HAL HDC HNMT UROC1 GOBP_HISTIDINE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HISTIDINE_METABOLIC_PROCESS AMDHD1 CARNMT1 CARNS1 FTCD HAL HDC HNMT MTHFD1 MTHFD2L UROC1 GOBP_HISTONE_DEACETYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HISTONE_DEACETYLATION BAZ2A HDAC1 HDAC11 HDAC2 HDAC3 HDAC4 HDAC6 HDAC8 MIER1 MIER2 MIR182 MTA1 MTA2 MTA3 RBBP4 RBBP7 RRP8 SIRT1 SIRT2 SIRT4 SIRT7 SMARCA5 SUV39H1 GOBP_HISTONE_H2A_ACETYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HISTONE_H2A_ACETYLATION DMAP1 MORF4L1 MORF4L2 MSL3 MSL3P1 GOBP_HISTONE_H3_ACETYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HISTONE_H3_ACETYLATION KAT2A KAT2B MAP3K7 SGF29 SUPT3H TAF9 GOBP_HISTONE_H3_K4_METHYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HISTONE_H3_K4_METHYLATION ASH2L AUTS2 GCG HCFC1 KANSL1 KANSL2 KANSL3 KAT8 KMT2A KMT2B MCRS1 NELFA NELFE OGT PHF20 RBBP5 SETD1A SETD1B WDR5 WDR5B GOBP_HISTONE_H3_K9_METHYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HISTONE_H3_K9_METHYLATION EHMT1 EHMT2 MECP2 PRDM12 SETDB1 SETDB2 GOBP_HISTONE_H4_ACETYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HISTONE_H4_ACETYLATION ACTL6A ACTL6B AUTS2 DMAP1 EP400 KANSL2 KANSL3 MORF4L1 MORF4L2 MSL1 MSL2 MSL3 MSL3P1 PHF20 GOBP_HISTONE_H4_K16_ACETYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HISTONE_H4_K16_ACETYLATION AUTS2 KANSL2 KANSL3 MSL1 MSL2 MSL3 MSL3P1 PHF20 GOBP_HISTONE_METHYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HISTONE_METHYLATION ASH1L ASH2L AUTS2 BAZ2A CARM1 DOT1L EHMT1 EHMT2 GCG HCFC1 KANSL1 KANSL2 KANSL3 KAT8 KMT2A KMT2B MCRS1 MECP2 NELFA NELFE OGT PHF20 PRDM12 PRDM14 PRMT5 RBBP5 SETBP1 SETD1A SETD1B SETD2 SETDB1 SETDB2 SMARCA5 SMYD1 SMYD2 SMYD3 WDR5 WDR5B GOBP_HISTONE_MODIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HISTONE_MODIFICATION ACTL6A ACTL6B ASH1L ASH2L ATXN7L3 AURKB AURKC AUTS2 BAZ1B BAZ2A BRCA1 BRD8 CARM1 CPA4 CREBBP DDX21 DEK DMAP1 DOT1L EHMT1 EHMT2 ENY2 EP300 EP400 ERCC6 FLCN GATA2 GCG HCFC1 HDAC1 HDAC11 HDAC2 HDAC3 HDAC4 HDAC6 HDAC8 KANSL1 KANSL2 KANSL3 KAT14 KAT2A KAT2B KAT8 KDM6A KDM6B KMT2A KMT2B MAP3K7 MCRS1 MECP2 MIER1 MIER2 MIR182 MORF4L1 MORF4L2 MRGBP MSL1 MSL2 MSL3 MSL3P1 MTA1 MTA2 MTA3 MYBBP1A NELFA NELFE NFYA NFYB NFYC OGT PCGF3 PCGF5 PCGF6 PHF20 PHF20L1 PPARGC1A PRDM12 PRDM14 PRMT5 RBBP4 RBBP5 RBBP7 RNF20 RNF40 RRP8 RUVBL1 RUVBL2 SET SETBP1 SETD1A SETD1B SETD2 SETDB1 SETDB2 SF3B1 SGF29 SIRT1 SIRT2 SIRT4 SIRT7 SMARCA5 SMYD1 SMYD2 SMYD3 SUPT3H SUV39H1 TADA2A TADA2B TAF10 TAF5L TAF9 UBE2A UBE2B UBE2N UHRF1 UTY WDR5 WDR5B YEATS2 YEATS4 GOBP_HISTONE_MRNA_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HISTONE_MRNA_CATABOLIC_PROCESS ATM DCP2 ERI1 EXOSC10 EXOSC4 LSM1 MTPAP SSB TENT2 TENT4B TUT1 TUT4 TUT7 UPF1 XRN1 GOBP_HISTONE_MRNA_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HISTONE_MRNA_METABOLIC_PROCESS ATM CPSF2 CPSF3 DCP2 ERI1 EXOSC10 EXOSC4 LSM1 LSM10 LSM11 MBLAC1 MTPAP NCBP1 NCBP2 SLBP SSB TENT2 TENT4B TUT1 TUT4 TUT7 UPF1 XRN1 ZNF473 GOBP_HISTONE_UBIQUITINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HISTONE_UBIQUITINATION PCGF3 PCGF5 PCGF6 RNF20 RNF40 UBE2A UBE2B UBE2N UHRF1 GOBP_HIS_PURKINJE_SYSTEM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HIS_PURKINJE_SYSTEM_DEVELOPMENT DSG2 HOPX ID2 IRX3 NKX2-5 TBX3 TBX5 GOBP_HOMEOSTASIS_OF_NUMBER_OF_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HOMEOSTASIS_OF_NUMBER_OF_CELLS ABCB10 ABL1 ACIN1 ACVR1B ACVR2A ADA ADAM17 ADAR ADGRF5 ADGRG1 AHSP AIM2 AKT1 AKT3 ALAS1 ALAS2 ANKRD54 ANXA1 AP3B1 ARHGEF5 ARID4A ARMCX1 ARMCX5-GPRASP2 ARNT ASXL1 ATP5IF1 AXL B2M BAK1 BAP1 BAX BCL10 BCL2 BCL2L11 BCL6 BCR BMP4 BPGM BRD1 BTK CAMLG CARD11 CARD9 CASP3 CCN3 CCNB2 CCR2 CCR4 CCR7 CD74 CDH2 CDIN1 CDK5RAP3 CDK6 CEBPG CFLAR CHST3 CITED2 CORO1A CRISPLD1 CSF1 CX3CR1 CXCL6 CXCR2 DMTN DNAJA3 DNASE2 DOCK10 DOCK11 DYRK3 EMCN EMX1 EPAS1 EPB42 EPO ERCC2 ETS1 ETV2 EXT1 EZH2 F2R FADD FAM210B FANCC FAS FECH FH FLT3 FLVCR1 FOSL2 FOXA3 FOXN1 FOXO3 FOXP3 FSTL1 G6PD GAPT GATA1 GATA2 GATA3 GBA1 GCNT4 GIGYF2 GLIS2 GNAT2 GPAM GPI GPR15LG GPR174 GPR183 GPRASP2 HAMP HCAR2 HCLS1 HEATR3 HIF1A HIPK2 HMGB1 HMGB2 HMOX1 HOXA5 HOXB6 HSCB HSPA1A HSPA1B HSPA9 ID2 IKZF1 IL2 IL20RB IL2RA IL6 IL7 IL7R ILDR2 INHA INHBA INPP5D IREB2 ISG15 ITPKB JAK2 JAK3 JAM3 JMJD6 KCNQ1 KIT KITLG KLF1 KLF13 KLF2 KLHL10 KMT2A KMT2E KRAS L3MBTL3 LAT LDB1 LGALS2 LGALS9 LGR4 LIPA LMO1 LPCAT3 LRRC19 LYAR LYN MAEA MAFB MAPK11 MAPK14 MB MED1 MEF2C MERTK MFHAS1 MIF MIR17HG MIR221 MIR222 MIR486-1 MPIG6B MPL MTHFD1 MUC2 MYB MYCT1 NAPEPLD NCAPG2 NCKAP1L NCSTN NF1 NFKBIZ NKX2-3 NLE1 NLRP6 NOD2 NOS3 NOTCH1 OCIAD1 OCIAD2 P2RX7 P4HTM PACS1 PDE4B PIK3CB PIK3CD PKN1 PKNOX1 PLA2G10 PLA2G2A PMAIP1 POLB PPP2CA PPP2R1A PPP2R3C PPP3CB PRDM14 PRDX1 PRDX2 PRKDC PRMT1 PTBP3 PTH PTPN11 PTPN2 RAC3 RACGAP1 RAG1 RASSF2 RB1 RC3H1 RC3H2 RCOR1 RHAG RHEX RIPK3 RPS14 RPS17 RPS19 RPS24 RPS6 RRN3 SART3 SASH3 SCNN1B SEPTIN4 SFXN1 SH2B2 SH2B3 SIT1 SKIL SLC11A2 SLC15A4 SLC1A5 SLC25A38 SLC25A40 SLC25A5 SLC39A3 SLC40A1 SLC46A2 SLC4A1 SLC7A11 SMAD5 SMAP1 SMO SOD1 SOS1 SOS2 SOX4 SOX9 SP3 SPI1 SPNS2 SPRR2A SPTA1 SRF ST6GALNAC1 STAT1 STAT3 STAT5B TAL1 TCIRG1 TGFBR3 THRA TMEM14C TMOD3 TNFAIP3 TNFRSF13B TNFRSF17 TNFSF13B TNFSF14 TRAF3IP2 TRIM10 TRIM58 TSC22D3 TSPO2 TUBA1A UBA5 UBAP2L UFL1 VEGFA VHL VPS54 WDR37 WDR48 XIAP XKR8 ZBTB7A ZC3H8 ZFP36 ZFP36L1 ZFPM1 ZFX ZNF16 ZNF251 ZNHIT1 GOBP_HOMEOSTASIS_OF_NUMBER_OF_CELLS_WITHIN_A_TISSUE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HOMEOSTASIS_OF_NUMBER_OF_CELLS_WITHIN_A_TISSUE AKT3 BAX BCL2 CCR2 CORO1A CSF1 F2R FH FOSL2 GATA1 GATA2 GIGYF2 GNAT2 IL20RB IL7 ILDR2 KLHL10 KMT2A KRAS LIPA NFKBIZ NOS3 NOTCH1 P2RX7 PRDM14 PTH PTPN11 RAC3 SASH3 SMO SOX9 TUBA1A VHL VPS54 XIAP GOBP_HOMEOSTATIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HOMEOSTATIC_PROCESS ABAT ABCA1 ABCA12 ABCA2 ABCA3 ABCA4 ABCA5 ABCB10 ABCB11 ABCB4 ABCB6 ABCB7 ABCB8 ABCC6 ABCC8 ABCD1 ABCG1 ABCG4 ABCG5 ABCG8 ABHD4 ABHD5 ABHD6 ABL1 ACACA ACACB ACADL ACADVL ACE ACHE ACIN1 ACO1 ACOT11 ACOT13 ACOX1 ACOX2 ACOX3 ACOXL ACP5 ACSL1 ACSM1 ACSM2A ACSM3 ACTB ACTG1 ACTN3 ACVR1B ACVR1C ACVR2A ACVR2B ADA ADAM17 ADAM8 ADAMTS5 ADAR ADCK1 ADCY5 ADCY6 ADCY8 ADCYAP1 ADGRF5 ADGRG1 ADGRV1 ADIPOQ ADIPOR1 ADIPOR2 ADISSP ADNP ADORA1 ADRA2A ADRB1 ADRB2 ADRB3 AFG3L2 AGER AGT AGTR1 AHSP AIM2 AIPL1 AKAP11 AKAP6 AKR1B1 AKR1C1 AKT1 AKT3 ALAS1 ALAS2 ALB ALDH1A1 ALDOA ALK ALMS1 ALOX5 ALPL AMBRA1 AMPD2 ANG ANGPT1 ANGPTL3 ANGPTL4 ANGPTL8 ANK2 ANK3 ANKH ANKRD54 ANKRD9 ANO1 ANO6 ANXA1 ANXA6 AP3B1 APBB2 APC APEX1 APLNR APOA1 APOA2 APOA4 APOA5 APOB APOC2 APOC3 APOC4 APOE APOM APP APPL2 AQP1 AQP11 AQP2 AQP3 AQP4 AQP6 ARF1 ARHGEF5 ARID2 ARID4A ARMCX1 ARMCX5-GPRASP2 ARMS2 ARNT ARRDC3 ASL ASPSCR1 ASXL1 ATF4 ATG5 ATOX1 ATP12A ATP13A1 ATP13A2 ATP13A3 ATP13A4 ATP13A5 ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP1B1 ATP1B2 ATP1B3 ATP2A1 ATP2A2 ATP2A3 ATP2B1 ATP2B2 ATP2B3 ATP2B4 ATP2C1 ATP2C2 ATP4A ATP4B ATP5F1B ATP5IF1 ATP6AP1 ATP6AP2 ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1D ATP6V1E1 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1H ATP7A ATP7B AVP AVPR1A AXL AZGP1 B2M BACE2 BAD BAG3 BAIAP3 BAK1 BAP1 BARD1 BAX BBS1 BBS10 BBS12 BBS2 BBS4 BCAP31 BCL10 BCL2 BCL2L11 BCL6 BCR BDH2 BDKRB1 BECN2 BGLAP BHLHA15 BMAL1 BMP4 BMP6 BMP8A BNIP1 BNIP3 BOK BOLA1 BOLA2 BOLA2B BOLA3 BPGM BPIFA1 BRD1 BRSK2 BSCL2 BTBD9 BTK C19orf12 C1QTNF12 C1QTNF3 C2CD2L CA12 CA2 CA7 CACNA1C CACNA1S CACNB2 CACNB4 CALB1 CALB2 CALCA CALCB CALM1 CALM2 CALM3 CALR CAMK2D CAMLG CAPN3 CARD11 CARD9 CARTPT CASP3 CASQ1 CASQ2 CASR CAV1 CAV2 CAV3 CCDC115 CCDC154 CCDC186 CCDC198 CCDC22 CCDC47 CCDC51 CCDC66 CCKBR CCL1 CCL11 CCL13 CCL14 CCL15 CCL19 CCL2 CCL21 CCL23 CCL3 CCL5 CCL7 CCL8 CCN2 CCN3 CCN4 CCNB2 CCR1 CCR2 CCR4 CCR5 CCR7 CD19 CD24 CD34 CD36 CD38 CD40 CD74 CDH2 CDH23 CDH3 CDH5 CDHR1 CDIN1 CDK16 CDK5RAP3 CDK6 CEBPA CEBPB CEBPG CEMIP CERT1 CES1 CETP CFL2 CFLAR CFTR CHD6 CHD7 CHERP CHMP2B CHMP4B CHP1 CHRNA1 CHRNA7 CHST3 CIAO3 CIB2 CIB3 CIDEA CITED2 CLCN3 CLCN6 CLDN1 CLDN12 CLDN16 CLDN18 CLDN3 CLDN5 CLIC2 CLIC4 CLN3 CLN5 CLN6 CLN8 CLNS1A CLRN1 CLTRN CMA1 CMKLR1 CMKLR2 CNBP CNGB1 CNNM1 CNNM2 CNNM3 CNNM4 CNOT3 CNR1 CNTN2 COL2A1 COL3A1 COMMD1 COMMD9 COMP CORIN CORO1A COX11 COX19 CP CPB2 CPS1 CPT2 CRACD CRB1 CRB2 CREBBP CREG1 CRISPLD1 CROCC CRTC1 CRTC2 CRTC3 CRY1 CRY2 CSF1 CSF1R CSK CSMD1 CSRP3 CST4 CTNNB1 CTNS CTRC CTSH CTSK CUBN CUTC CX3CL1 CX3CR1 CXADR CXCL10 CXCL11 CXCL12 CXCL6 CXCL9 CXCR2 CXCR4 CYB561 CYB561A3 CYB561D2 CYB5R4 CYBA CYBRD1 CYP11B1 CYP11B2 CYP27B1 CYP39A1 CYP4A11 CYP4F12 CYP4F2 CYP7A1 CYP7B1 CYTL1 DBH DCSTAMP DCTN1 DDIT3 DDX3X DECR1 DEDD2 DEF8 DGAT1 DGAT2 DHPS DHRS7B DHRS7C DIAPH1 DIO2 DISC1 DISP3 DLL1 DMD DMPK DMTN DMXL1 DMXL2 DNAJA3 DNAJB2 DNASE2 DOCK10 DOCK11 DOCK7 DRAM2 DRD1 DRD2 DRD3 DRD4 DRD5 DUSP29 DYNC1H1 DYRK3 E2F4 EBF2 EDN1 EDN2 EDN3 EDNRA EDNRB EFNA5 EGLN1 EGLN2 EGR1 EHD1 EHMT1 EIF2AK1 EIF4G1 ELANE ELOVL3 ELOVL6 EMCN EMX1 ENPP1 ENPP3 ENPP7 ENY2 EPAS1 EPB42 EPHA5 EPHX2 EPO ERC2 ERCC2 ERCC6 ERFE ERN1 ERO1A ERP44 ESAM ESRRB ESRRG ETS1 ETV2 EXT1 EXT2 EZH2 F11R F2 F2R F2RL3 FABP3 FABP4 FABP5 FADD FAM20A FAM210B FANCC FAS FASLG FATE1 FBXL5 FBXO4 FBXW7 FECH FFAR1 FFAR2 FFAR4 FGF2 FGF21 FGF23 FGFR4 FGGY FH FIS1 FITM2 FKBP1A FKBP1B FKBP1C FLCN FLNA FLT3 FLVCR1 FMO1 FMO2 FMO4 FOSL2 FOXA1 FOXA2 FOXA3 FOXC1 FOXC2 FOXK1 FOXK2 FOXN1 FOXO1 FOXO3 FOXP3 FRRS1 FSHB FSTL1 FTH1 FTH1P19 FTHL17 FTL FTMT FTO FUNDC2 FXN FXYD2 FZD9 G0S2 G6PC1 G6PC2 G6PD GAA GADD45G GAPT GAS6 GATA1 GATA2 GATA3 GATA4 GATM GBA1 GCG GCGR GCK GCKR GCLC GCLM GCM2 GCNT2 GCNT4 GDF15 GDF2 GDF3 GFRAL GHITM GHRL GIGYF2 GIP GIT1 GJA1 GJB6 GLIS2 GLRX2 GLRX3 GLRX5 GLS GNAS GNAT2 GNB3 GOT1 GP1BA GP1BB GP5 GP9 GPAM GPER1 GPI GPIHBP1 GPLD1 GPR12 GPR137 GPR137B GPR15LG GPR174 GPR183 GPR21 GPR27 GPR3 GPR55 GPR68 GPR89A GPR89B GPRASP2 GPX1 GRAMD1B GRB10 GRIA1 GRID2IP GRIK2 GRIN1 GRINA GRM1 GRM2 GRM5 GRN GSR GSTM2 GSTO1 GSTP1 HAAO HADH HAMP HAP1 HAS2 HCAR2 HCLS1 HCRT HCRTR1 HCRTR2 HDAC3 HDAC9 HEATR3 HECTD4 HEPHL1 HERPUD1 HEXB HFE HIF1A HIPK2 HJV HK1 HK2 HK3 HKDC1 HLA-DRB1 HMGB1 HMGB2 HMOX1 HNF1A HNF4A HOXA13 HOXA5 HOXB6 HOXC10 HPX HRC HSCB HSF1 HSP90B1 HSPA1A HSPA1B HSPA9 HSPB1 HTR1B HTR2A HTR2B HTR2C HTR4 HTT HVCN1 HYAL2 IAPP IBTK ICAM1 ID1 ID2 IDE IFNB1 IFNG IGF1R IGF2BP2 IGFBP5 IGHA1 IGHA2 IGHG3 IGKC IHH IKZF1 IL10RA IL13 IL15 IL17A IL18 IL18R1 IL1A IL1B IL2 IL20RA IL20RB IL2RA IL31RA IL4 IL4R IL6 IL7 IL7R ILDR1 ILDR2 IMMT INAVA INHA INHBA INPP5D INPP5K INS INSIG1 INSR IP6K1 IQCB1 IREB2 IRF4 IRS1 IRS2 IRX3 ISCU ISG15 ITGB1 ITGB3 ITGB6 ITPKB ITPR1 ITPR2 ITPR3 JAGN1 JAK2 JAK3 JAM2 JAM3 JCHAIN JMJD6 JPH1 JPH2 JPH3 JPH4 JSRP1 KAT5 KCNA1 KCNA5 KCNB1 KCNE3 KCNH2 KCNJ10 KCNJ2 KCNMA1 KCNN4 KCNQ1 KCTD17 KCTD7 KDM1A KDM3A KDM6B KDR KEL KIT KITLG KL KLF1 KLF13 KLF15 KLF2 KLF7 KLHL10 KLHL3 KMT2A KMT2E KRAS KRIT1 KRT1 KSR2 L3MBTL3 LACC1 LACRT LAMA2 LAMA4 LAMC1 LAMP2 LAMTOR1 LARGE1 LARGE2 LAT LCA5 LCAT LCK LCN1 LCN2 LDB1 LDB2 LDLR LDLRAP1 LEP LEPR LETM1 LETMD1 LGALS2 LGALS9 LGR4 LGSN LHCGR LIMA1 LIME1 LIN28A LIPA LIPC LIPG LMO1 LNPEP LOX LPCAT1 LPCAT3 LPIN1 LPL LRP5 LRRC19 LRRC8A LRRC8D LRRC8E LRRK1 LRRK2 LSR LTBP3 LTF LYAR LYN LYZ MAEA MAFB MAIP1 MAK MALL MALRD1 MAP1A MAP2K6 MAPK1 MAPK11 MAPK14 MAPK3 MB MBD5 MBL2 MBP MC3R MC4R MCL1 MCOLN1 MCOLN2 MCOLN3 MCU MCUB MCUR1 MED1 MED13 MEF2C MERTK METRNL METTL21C MEX3C MFAP2 MFHAS1 MFN2 MFSD2A MICU1 MICU2 MICU3 MIF MINAR2 MIR1-1 MIR103A1 MIR128-1 MIR132 MIR133A1 MIR144 MIR146A MIR148A MIR15A MIR16-1 MIR17HG MIR182 MIR185 MIR19B1 MIR208A MIR210 MIR221 MIR222 MIR27B MIR302A MIR30C1 MIR320A MIR320B1 MIR320B2 MIR320C1 MIR320C2 MIR320D1 MIR320D2 MIR320E MIR337 MIR33A MIR33B MIR34A MIR379 MIR486-1 MIR590 MIR93 MIRLET7G MKKS MKS1 MLLT6 MLXIPL MPC2 MPIG6B MPL MPV17 MRAP2 MSTN MT1A MT1B MT1DP MT1E MT1F MT1G MT1H MT1HL1 MT1M MT1X MT2A MT3 MT4 MTCH2 MTF1 MTHFD1 MTLN MTM1 MTNR1B MTTP MUC13 MUC17 MUC2 MUC4 MUC6 MYB MYC MYCT1 MYLIP MYO5B NADK NAGLU NANOS1 NAPEPLD NAPSA NCAPG2 NCDN NCF1 NCKAP1L NCOA4 NCOA5 NCSTN NDFIP1 NDN NDP NDUFAF2 NELL2 NEO1 NEUROD1 NF1 NFE2L2 NFIB NFKBIZ NGFR NHERF1 NKIRAS1 NKIRAS2 NKX2-3 NKX6-1 NLE1 NLRP6 NMU NMUR2 NNT NOD2 NOL3 NOS1 NOS2 NOS3 NOTCH1 NOVA1 NOVA2 NOX1 NOX3 NOX4 NPC1 NPC1L1 NPC2 NPHP3 NPHP4 NPM1 NPPB NPPC NPR1 NPR3 NPSR1 NPTN NPTX1 NQO1 NR1D1 NR1D2 NR1H2 NR1H3 NR1H4 NR4A3 NR5A2 NRDC NT5E NTSR1 NUBP1 NUCKS1 NUS1 NXNL1 NXNL2 OAS1 OBP2A OCA2 OCIAD1 OCIAD2 OCLN OGT OMA1 OPRK1 OPRPN OR10J5 ORMDL1 ORMDL2 ORMDL3 OSBP OTC OXSR1 OXT OXTR P2RX1 P2RX4 P2RX7 P2RY1 P2RY2 P2RY4 P2RY6 P4HTM PACS1 PACS2 PARK7 PASK PAX2 PAX6 PBLD PCDH15 PCK1 PCK2 PCSK1N PCSK9 PCTP PDE4B PDE4D PDE8B PDGFC PDK2 PDK3 PDK4 PDPK1 PDX1 PDZD8 PECAM1 PEMT PER2 PFKM PGAM5 PHOX2B PICALM PIGR PIH1D1 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIM3 PINK1 PIP PIWIL4 PKD2 PKHD1 PKN1 PKNOX1 PLA2G10 PLA2G12B PLA2G2A PLA2G6 PLAA PLAC8 PLCB1 PLCB2 PLCB3 PLCB4 PLCD1 PLCE1 PLCG1 PLCG2 PLCH1 PLCH2 PLCL1 PLCL2 PLEKHM1 PLN PLSCR3 PM20D1 PMAIP1 PML PNPLA1 PNPLA2 PNPLA3 PNPLA4 PNPLA5 PNPLA8 POC1B POLB POLD1 POMC POTEE POTEF POTEI POTEJ POU3F3 PPARD PPARG PPARGC1A PPARGC1B PPP1R13L PPP1R3G PPP2CA PPP2R1A PPP2R3C PPP3CA PPP3CB PPT1 PRCP PRDM14 PRDM16 PRDX1 PRDX2 PRDX3 PRDX4 PRDX5 PRDX6 PRICKLE1 PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKACA PRKACB PRKACG PRKCA PRKCB PRKCE PRKD1 PRKDC PRKN PRLH PRLR PRMT1 PRND PRNP PROM1 PRR4 PSEN1 PTBP3 PTCH1 PTGER3 PTGES PTGS2 PTH PTH1R PTH2R PTK2B PTPN11 PTPN2 PTPN6 PTPRC PTPRN PTPRN2 PWWP2B PYGL RAB11B RAB11FIP2 RAB11FIP5 RAB20 RAB38 RAB39A RAB3D RAB7A RAC2 RAC3 RACGAP1 RACK1 RAF1 RAG1 RAG2 RALY RAP1GDS1 RASA3 RASAL2 RASSF2 RB1 RBM4 RBP1 RBP4 RBPJ RC3H1 RC3H2 RCN3 RCOR1 RDH12 RFX6 RGN RHAG RHBG RHCE RHCG RHD RHEB RHEX RHO RHOT1 RHOT2 RIPK3 RMDN3 RMI1 RNASEK RNF135 RORA RP1 RP1L1 RPE65 RPH3AL RPL13A RPS14 RPS17 RPS19 RPS24 RPS6 RRAGA RRN3 RRP8 RTN4 RYR1 RYR2 RYR3 S100A14 S100A8 S100A9 S1PR1 SAR1B SART3 SASH3 SCARA5 SCARB1 SCD SCGN SCN7A SCNN1A SCNN1B SCNN1D SCNN1G SCO1 SCO2 SCT SCTR SCX SEC24A SELENOK SELENON SELENOS SELENOT SEPTIN4 SERPINA3 SERPINF1 SESN2 SESN3 SFRP4 SFTPD SFXN1 SFXN5 SGCB SGCD SGCZ SGIP1 SH2B2 SH2B3 SH3GL2 SHANK3 SIDT2 SIGLEC15 SIN3A SIRT1 SIRT6 SIT1 SKIL SLAMF8 SLC10A7 SLC11A1 SLC11A2 SLC12A1 SLC12A2 SLC12A3 SLC12A4 SLC12A5 SLC12A6 SLC12A7 SLC12A8 SLC12A9 SLC15A4 SLC16A1 SLC17A6 SLC17A7 SLC17A8 SLC1A1 SLC1A3 SLC1A5 SLC22A12 SLC22A17 SLC22A5 SLC24A1 SLC24A2 SLC24A3 SLC24A4 SLC24A5 SLC25A23 SLC25A25 SLC25A27 SLC25A38 SLC25A40 SLC25A44 SLC25A46 SLC25A5 SLC26A3 SLC26A4 SLC26A6 SLC27A1 SLC28A2 SLC29A1 SLC2A1 SLC2A10 SLC2A2 SLC2A4 SLC30A1 SLC30A10 SLC30A2 SLC30A5 SLC30A7 SLC30A8 SLC30A9 SLC31A1 SLC31A2 SLC34A1 SLC34A2 SLC34A3 SLC35D3 SLC35G1 SLC38A3 SLC39A10 SLC39A13 SLC39A14 SLC39A3 SLC39A4 SLC39A6 SLC39A7 SLC39A8 SLC39A9 SLC40A1 SLC41A1 SLC45A2 SLC46A1 SLC46A2 SLC4A1 SLC4A10 SLC4A11 SLC4A2 SLC4A3 SLC4A4 SLC4A5 SLC4A7 SLC4A8 SLC4A9 SLC66A1 SLC6A2 SLC7A11 SLC8A1 SLC8A2 SLC8A3 SLC8B1 SLC9A1 SLC9A2 SLC9A3 SLC9A4 SLC9A5 SLC9A6 SLC9A7 SLC9A8 SLC9A9 SLC9B1 SLC9B2 SLC9C1 SLC9C2 SLITRK1 SLN SMAD1 SMAD4 SMAD5 SMAP1 SMARCA4 SMARCB1 SMDT1 SMO SNAPIN SNCA SNX10 SOAT1 SOAT2 SOD1 SOD2 SORL1 SOS1 SOS2 SOX4 SOX9 SP3 SPATA7 SPI1 SPNS1 SPNS2 SPP1 SPPL2C SPRR2A SPTA1 SPX SQSTM1 SRC SREBF2 SRF SRI SSTR5 ST6GALNAC1 STAT1 STAT3 STAT5B STAT6 STC1 STC2 STEAP2 STEAP4 STIM1 STIM2 STK11 STK39 STOML2 STRAP STX4 STXBP3 STXBP4 SUCNR1 SURF4 SUV39H1 SV2A SV2B SYBU SYK SYPL2 TAL1 TAOK1 TASL TBL1XR1 TBXAS1 TCF7L2 TCIRG1 TENT4B TESMIN TF TFE3 TFF1 TFF2 TFF3 TFR2 TFRC TGFBR3 TGM2 TH THADA THRA THY1 TIAM1 TJP1 TJP2 TJP3 TLCD1 TLCD2 TLCD3A TLCD3B TLCD4 TLE3 TLR4 TLR9 TM6SF2 TM9SF4 TMBIM6 TMC8 TMCO1 TMEM106B TMEM119 TMEM14C TMEM165 TMEM174 TMEM175 TMEM178A TMEM18 TMEM199 TMEM203 TMEM38A TMEM38B TMEM64 TMEM9 TMEM97 TMOD3 TMPRSS3 TMPRSS6 TMTC2 TMTC4 TNF TNFAIP3 TNFRSF11A TNFRSF11B TNFRSF13B TNFRSF17 TNFSF11 TNFSF13B TNFSF14 TNNI3 TNS2 TP53INP2 TPCN1 TPCN2 TPP1 TPP2 TPT1 TRA2B TRAF3IP2 TRAF6 TRDN TREM2 TRIM10 TRIM24 TRIM32 TRIM58 TRIM6 TRPA1 TRPC1 TRPC3 TRPC4 TRPC5 TRPC6 TRPC7 TRPM2 TRPM4 TRPM8 TRPV1 TRPV2 TRPV4 TRPV5 TRPV6 TSC22D3 TSC22D4 TSHR TSKU TSPAN12 TSPO TSPO2 TSPOAP1 TTC39B TTC7A TUB TUBA1A TULP1 TUNAR TWIST1 TWNK TXN TXN2 TXNDC2 TXNRD1 TXNRD2 TXNRD3 TYRO3 UBA5 UBAP2L UBASH3B UBB UBE2C UBE2K UBE2S UBE3A UBTF UCP1 UCP2 UFL1 UMOD UNC13B UNC80 UPK3A USF1 USF2 USH1C USH1G USH2A USP45 VAPB VCL VDR VEGFA VGF VHL VPS13B VPS33A VPS54 VSIG1 VSNL1 VSTM4 WBP2NL WDR37 WDR48 WDTC1 WFS1 WHRN WNK1 WNK2 WNK3 WNK4 WNT10B WNT5A WNT7B WWTR1 XBP1 XCL1 XCR1 XIAP XK XKR8 XPR1 YAP1 YBX2 YWHAE ZBED6 ZBTB20 ZBTB7A ZBTB7B ZC3H8 ZEB2 ZFP36 ZFP36L1 ZFPM1 ZFX ZG16B ZNF16 ZNF236 ZNF251 ZNF423 ZNF516 ZNF675 ZNF830 ZNHIT1 GOBP_HOMOCYSTEINE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HOMOCYSTEINE_METABOLIC_PROCESS BHMT BLMH CBS CPS1 CTH DPEP1 ENSG00000274276 MMUT MPST MTHFD1 MTHFR MTR MTRR NOX4 GOBP_HOMOLOGOUS_CHROMOSOME_PAIRING_AT_MEIOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HOMOLOGOUS_CHROMOSOME_PAIRING_AT_MEIOSIS AGO4 ANKRD31 BAG6 BRIP1 C14orf39 C1orf146 CCNB1IP1 CCNE1 CCNE2 DMC1 EHMT2 FANCD2 HORMAD1 IHO1 KASH5 MAEL MAJIN MEI4 MEIOB MEIOC MLH1 MLH3 MND1 MRE11 MSH4 MSH5 NDC1 P3H4 PRDM9 PSMC3IP REC8 RNF212 RNF212B SHOC1 SIRT7 SPATA22 SPO11 STAG3 SUN1 SYCE1 SYCE1L SYCE2 SYCE3 SYCP1 SYCP2 TERB1 TERB2 TEX11 TEX12 TEX15 TRIP13 UBE2B ZCWPW1 GOBP_HOMOLOGOUS_CHROMOSOME_SEGREGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HOMOLOGOUS_CHROMOSOME_SEGREGATION AGO4 ANKRD31 ATM BAG6 BRIP1 C14orf39 C1orf146 C9orf78 CCNB1IP1 CCNE1 CCNE2 CENPC DMC1 EHMT2 ESPL1 FANCD2 FMN2 HORMAD1 IHO1 KASH5 MAEL MAJIN MEI4 MEIKIN MEIOB MEIOC MLH1 MLH3 MND1 MRE11 MSH4 MSH5 NDC1 P3H4 PLK1 PRDM9 PSMC3IP PTTG1 PTTG2 PTTG3P REC8 RNF212 RNF212B SHOC1 SIRT7 SPATA22 SPDYA SPO11 STAG3 SUN1 SYCE1 SYCE1L SYCE2 SYCE3 SYCP1 SYCP2 TERB1 TERB2 TERF1 TEX11 TEX12 TEX15 TRIP13 UBE2B ZCWPW1 GOBP_HOMOLOGOUS_RECOMBINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HOMOLOGOUS_RECOMBINATION ANKLE1 ANKRD31 ATM BARD1 BRCA1 BRIP1 BRME1 C11orf80 C14orf39 C1orf146 CCNB1IP1 CENPS CENPX CNTD1 DMC1 EME1 EME2 ERCC4 FANCD2 FANCM HDAC10 HFM1 HSF2BP KLHDC3 MAJIN MEIOB MLH1 MLH3 MND1 MRE11 MSH4 MSH5 MUS81 NBN NUCKS1 PRDM7 PRDM9 PSMC3IP RAD21 RAD50 RAD51 RAD51AP1 RAD51B RAD51C RAD51D RAD54B RAD54L RBBP8 REC8 RMI1 RNF212 RNF212B SHOC1 SLX4 SPO11 SYCE3 SYCP1 TERB1 TERB2 TEX11 TEX19 TOP2A TOP2B TOPBP1 TRIP13 UBE2B UBR2 UHRF1 GOBP_HOMOPHILIC_CELL_ADHESION_VIA_PLASMA_MEMBRANE_ADHESION_MOLECULES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HOMOPHILIC_CELL_ADHESION_VIA_PLASMA_MEMBRANE_ADHESION_MOLECULES AMIGO1 AMIGO2 CADM1 CADM2 CADM3 CADM4 CD84 CDH1 CDH10 CDH11 CDH12 CDH13 CDH15 CDH16 CDH17 CDH18 CDH19 CDH2 CDH20 CDH22 CDH23 CDH24 CDH26 CDH3 CDH4 CDH5 CDH6 CDH7 CDH8 CDH9 CDHR1 CDHR2 CDHR3 CDHR4 CDHR5 CEACAM1 CEACAM5 CEACAM6 CELSR1 CELSR2 CELSR3 CLSTN1 CLSTN2 CLSTN3 CNTN2 CNTN4 CNTN6 DCHS1 DCHS2 DSC1 DSC2 DSC3 DSCAM DSCAML1 DSG1 DSG2 DSG3 DSG4 EMB ESAM FAT1 FAT2 FAT3 FAT4 HMCN1 HMCN2 IGSF11 IGSF21 IGSF9 ITGB1 KIRREL3 L1CAM MPZL2 MYOT MYPN NECTIN1 NECTIN2 NECTIN3 NECTIN4 NEXN NPTN PALLD PCDH1 PCDH10 PCDH11X PCDH11Y PCDH12 PCDH15 PCDH17 PCDH18 PCDH19 PCDH20 PCDH7 PCDH8 PCDH9 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 PCDHB1 PCDHB10 PCDHB11 PCDHB12 PCDHB13 PCDHB14 PCDHB15 PCDHB16 PCDHB18P PCDHB2 PCDHB3 PCDHB4 PCDHB5 PCDHB6 PCDHB7 PCDHB8 PCDHB9 PCDHGA1 PCDHGA10 PCDHGA11 PCDHGA12 PCDHGA2 PCDHGA3 PCDHGA4 PCDHGA5 PCDHGA6 PCDHGA7 PCDHGA8 PCDHGA9 PCDHGB1 PCDHGB2 PCDHGB3 PCDHGB4 PCDHGB5 PCDHGB6 PCDHGB7 PCDHGC3 PCDHGC4 PCDHGC5 PECAM1 PIK3CB PKD1 PLXNB2 PLXNB3 PTK7 PTPN23 PTPRG PTPRM PTPRR PTPRT PVR RET ROBO1 ROBO2 ROBO3 ROBO4 SDK1 SDK2 TENM3 TRO GOBP_HOMOSERINE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HOMOSERINE_METABOLIC_PROCESS CBS CTH ENSG00000274276 MPST MTHFD1 GOBP_HOMOTYPIC_CELL_CELL_ADHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HOMOTYPIC_CELL_CELL_ADHESION ACTB ACTG1 ACTN1 ADAMTS18 ALOX12 ANK3 BLOC1S4 C1QTNF1 CCL5 CD9 CD99 CDHR2 CDHR5 CEACAM1 CEACAM5 CELA2A CLIC1 COMP CSRP1 CTNNA3 CTSG CXADR DSC2 DSG2 DSP EMILIN1 EMILIN2 F11R F2RL3 FERMT3 FGA FGB FGG FGL1 FIBP FLNA GATA1 GNAS GP6 HBB HSPB1 IL6 IL6ST ILK ITGB3 JAK1 JAK2 JUP LYN MEGF10 MEGF11 METAP1 MFSD2B MMRN1 MYH9 MYL12A MYL9 P2RY12 PDGFRA PDIA2 PDIA3 PDPN PEAR1 PIK3CB PIK3CG PKP2 PLAUR PLEK PLPP3 PPIA PRKCA PRKCD PRKCQ PRKG1 PTPN6 PTPRU RAP2B RDX SERPINE2 SH2B3 SLC6A4 SLC7A11 STXBP1 STXBP3 SYK TJP2 TLN1 TNFSF11 TSPAN32 TUBB1 TYRO3 UBASH3B VCL VPS33B WNT3A XG ZNF703 GOBP_HORMONE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HORMONE_BIOSYNTHETIC_PROCESS AANAT ADM AKR1B1 AKR1B15 ARNT ASMT ATP1A1 BMP2 BMP5 BMP6 CACNA1H CHST8 CHST9 CLCN2 CYP11A1 CYP11B1 CYP11B2 CYP17A1 CYP19A1 CYP21A2 CYP27B1 DAB2 DGKQ DHRS11 DIO1 DIO2 DIO3 DKK3 DUOX1 DUOX2 EGR1 FDX1 FFAR3 FSHB GFI1 H6PD HFE HIF1A HSD17B1 HSD17B11 HSD17B12 HSD17B2 HSD17B3 HSD17B6 HSD17B7 HSD17B8 HSD3B1 HSD3B2 IGF1R LHB LHCGR MED1 NFKB1 NR3C1 PDE8B RDH8 REST SRD5A1 SRD5A2 SRD5A3 STARD3 STC2 TG TPO TSPO WNT4 GOBP_HORMONE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HORMONE_CATABOLIC_PROCESS ACE CYP19A1 DIO3 ECE1 HSD17B11 HSD17B6 IDE MME SPP1 SRD5A1 SULT1E1 GOBP_HORMONE_MEDIATED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HORMONE_MEDIATED_SIGNALING_PATHWAY ABHD2 ACSL1 ADIPOR1 ADIPOR2 AGRP APPL1 APPL2 AR ARID1A ASIP BMAL1 BRCA1 CALCOCO1 CALR CARM1 CGA CGB3 CLOCK CNOT1 CNOT2 CNOT9 CRHBP CRY1 CRY2 CSNK2B CST11 CYP7B1 DAB2 DAXX DDRGK1 DDX17 DDX5 DDX54 DEFA1 DEFA1B DEFA3 DNAAF4 DNAJA1 EGLN2 EP300 ESR1 ESR2 ESRRA ESRRB ESRRG FKBP4 FOXA1 FOXH1 FOXP1 FSHR GCGR GHR GHRHR GHRL GHSR GPER1 GPHB5 GTF2H1 HDAC1 HDAC6 HEYL ISL1 JAK2 KANK2 KDM1A KDM3A KDM4C KDM5D KMT2D LANCL2 LATS1 LATS2 LBH LHB LHCGR LMO3 MAPK1 MED1 METTL21C MIR208A NCOA1 NCOA4 NCOR1 NCOR2 NEDD4 NKX3-1 NODAL NR0B1 NR1D1 NR1D2 NR1H2 NR1H3 NR2C1 NR2E1 NR2E3 NR3C1 NR3C2 NR4A3 NR5A1 NR5A2 OR51E2 OSTN PADI2 PAGR1 PAK1 PAQR7 PAQR8 PARK7 PARP1 PDE3A PER1 PGR PGRMC2 PHB1 PHB2 PIAS2 PKN1 PLPP1 PMEPA1 POU4F2 PPARA PPARD PPARG PPARGC1B PRCP PRLR PRMT2 PTGES3 PTH PTPN11 RARA RARB RARG RBFOX2 REN RHOA RHOXF1 RNF14 RNF6 RWDD1 RXFP1 RXFP2 RXRA RXRB RXRG SAFB SAFB2 SCGB2A1 SCGB2A2 SFRP1 SIRT1 SKP2 SLC27A1 SMARCA4 SRARP SRC SST SSTR1 SSTR2 SSTR3 SSTR4 SSTR5 STRN3 TADA3 TAF7 TCF21 THRA THRB TMF1 TP63 TRERF1 TRH TRIM68 TRIP4 TSHR UBA5 UBE3A UBR5 UCN2 UCN3 UFL1 UFM1 UFSP2 USP26 VPS11 VPS18 WBP2 YAP1 YWHAH ZBTB7A ZDHHC7 ZMIZ1 ZNF366 GOBP_HORMONE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HORMONE_METABOLIC_PROCESS AANAT ACE ACE2 ADAM10 ADH1A ADH1B ADH1C ADH4 ADH6 ADH7 ADM AFP AKR1B1 AKR1B10 AKR1B15 AKR1C1 AKR1C2 AKR1C3 AKR1C4 AKR1D1 ALDH1A1 ALDH1A2 ALDH1A3 ALDH8A1 ALDH9A1 ARNT ASMT ATP1A1 ATP6AP2 AWAT2 BACE2 BBS1 BCHE BCO1 BCO2 BMP2 BMP5 BMP6 CACNA1H CEL CGA CHST10 CHST8 CHST9 CLCN2 CMA1 CORIN CPA3 CPE CPQ CRABP2 CRYM CTNS CTSB CTSG CTSK CTSL CTSZ CYP11A1 CYP11B1 CYP11B2 CYP17A1 CYP19A1 CYP1A1 CYP1A2 CYP1B1 CYP21A2 CYP26A1 CYP26B1 CYP26C1 CYP27B1 CYP27C1 CYP2C18 CYP2C8 CYP2C9 CYP2D6 CYP2S1 CYP2W1 CYP3A4 CYP3A5 CYP3A7 CYP46A1 DAB2 DDO DGAT1 DGAT2 DGKQ DHCR7 DHRS11 DHRS2 DHRS3 DHRS4 DHRS7 DHRS9 DIO1 DIO2 DIO3 DISP1 DKK3 DPP4 DUOX1 DUOX2 DUOXA1 DUOXA2 ECE1 ECE2 EDNRB EGR1 ENPEP ERO1B ESR1 FDX1 FFAR3 FOXA1 FOXE1 FSHB FURIN GAL GATA3 GCNT4 GFI1 GHR GHRHR GNB3 H6PD HFE HIF1A HPN HSD17B1 HSD17B10 HSD17B11 HSD17B12 HSD17B2 HSD17B3 HSD17B4 HSD17B6 HSD17B7 HSD17B8 HSD3B1 HSD3B2 IDE IGF1R IL4I1 IYD KLK6 LEP LHB LHCGR LIPE LRAT MBOAT4 MED1 MEP1A MME NAGLU NFKB1 NR3C1 NR5A1 P4HB PAPSS2 PAX8 PCSK1 PCSK1N PCSK2 PCSK4 PCSK5 PCSK6 PCSK7 PDE8B PDGFRA PLA2G7 PLB1 PLEKHA1 PNLIP PNPLA2 PNPLA4 PRLHR PRMT3 PTPN11 RBP1 RBP4 RDH10 RDH11 RDH12 RDH13 RDH14 RDH16 RDH5 RDH8 REN REST RETSAT RPE65 SCG5 SCNN1B SCPEP1 SDR16C5 SDR9C7 SELENOM SGPL1 SHH SLC16A10 SLC16A2 SLC26A7 SLC30A5 SLC30A8 SLC5A5 SLCO1C1 SPP1 SRD5A1 SRD5A2 SRD5A3 STARD3 STAT5B STC2 STUB1 SULT1A1 SULT1B1 SULT1E1 SULT2A1 TCF7L2 TG TIPARP TPO TSPO UGT1A1 UGT1A3 UGT1A7 UGT1A8 UGT1A9 UGT2A3 UGT2B10 UGT2B11 UGT2B15 UGT2B17 UGT2B28 UGT2B4 UGT2B7 WNT4 YIPF5 ZMPSTE24 GOBP_HORMONE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HORMONE_TRANSPORT AACS ABAT ABCA12 ABCC8 ACSL4 ACVR1C ACVR2B ADCY5 ADCY8 ADCYAP1 ADIPOQ ADORA1 ADRA2A AGT AGTR1 AIMP1 ALOX5 ANO1 ANXA1 AQP1 BAD BAIAP3 BLK BMAL1 BMP6 BMP8A BRSK2 BTK C1QTNF1 C1QTNF12 C1QTNF3 C2CD2L CAMK2G CAPN10 CARTPT CASR CCDC186 CCKAR CCL5 CCN3 CD38 CDK16 CELA2A CFTR CGA CHD7 CHGA CHRM3 CLOCK CLTRN CNR1 CPE CPLX1 CPLX3 CPT1A CREB1 CRH CRHBP CRHR1 CRY1 CRY2 CRYM CYB5R4 CYP19A1 DAB2 DOC2B DRD2 EDN1 EDN3 EFNA5 EIPR1 ENSA ENY2 EPHA5 EXOC3L1 F2 F2RL1 F2RL2 FAM3B FAM3D FFAR1 FFAR2 FFAR3 FFAR4 FGA FGB FGF23 FGG FKBP1B FOXA2 FOXD1 FOXL2 FOXO1 FZD4 G6PC2 GABBR1 GAL GALR1 GATA3 GCG GCK GDF9 GHRH GHRHR GHRL GHSR GIP GIPR GJA1 GLP1R GLUD1 GNA11 GNAZ GNRHR GPER1 GPLD1 GPR119 GPR27 GPR68 GRP HADH HCAR2 HFE HIF1A HLA-DRB1 HNF1A HNF1B HNF4A HTR1A HTR2C IFNG IL11 IL1B IL1RN IL6 ILDR1 ILDR2 INHA INHBA INHBB INS IRS1 IRS2 ISL1 ITPR1 JAGN1 JAK2 KCNA5 KCNB1 KCNJ11 KCNQ1 KDM5B KISS1 KLF7 LEP LIF LRP5 LRRC8A LTBP4 LYN MAFA MC4R MCU MIDN MPC2 MTNR1B MYB MYRIP NADK NDUFAF2 NEUROD1 NIBAN2 NKX3-1 NKX6-1 NLGN2 NMB NNAT NOS2 NPVF NR0B2 NR1D1 NR1H4 OPRK1 ORAI1 OSBP OSM P2RY1 PARK7 PASK PAX8 PCK2 PCLO PDE8B PDX1 PER2 PFKFB2 PFKL PFKM PICK1 PIM3 PLA2G3 PLA2G6 PLCB1 POMC PPARG PPP3CA PPP3CB PRKACA PRKAR1A PRKCB PRKCE PRKD1 PRKN PSMD9 PTPN11 PTPRN PTPRN2 RAB11B RAB11FIP1 RAB11FIP2 RAB11FIP3 RAB11FIP5 RAB1A RAB3A RAB44 RAB8B RAF1 RAPGEF4 RASL10B RBM4 RBP4 REN REST RETN RFX3 RFX6 RIMS2 RPH3AL SCG5 SCT SELENOM SELENOT SERP1 SERPINA7 SFRP1 SIDT2 SIRT3 SIRT4 SIRT6 SLC16A1 SLC16A10 SLC16A2 SLC17A4 SLC18A2 SLC22A9 SLC25A22 SLC2A2 SLC30A8 SLC3A2 SLC7A5 SLC7A8 SLC8B1 SLC9B2 SLCO1B1 SLCO1C1 SLCO4A1 SMAD2 SMAD4 SMPD3 SNAP23 SNAP25 SNX19 SNX4 SNX6 SOX11 SOX4 SPINK1 SPP1 SREBF1 SRI SSTR5 STX1A STX4 STXBP3 STXBP4 SYBU SYT7 SYTL4 TACR1 TACR2 TARDBP TBX3 TCF7L2 TCIRG1 TFAP2B TFR2 TIAM1 TM7SF3 TMF1 TNF TNFSF11 TRH TRPM4 TRPV4 TRPV6 TSPO TUBB1 TUNAR UBE2Q1 UCN UCN3 UCP2 UQCC2 VAMP2 VAMP3 VAMP7 VAMP8 VGF VIP VSNL1 WNK4 ZBED6 GOBP_HOST_MEDIATED_REGULATION_OF_INTESTINAL_MICROBIOTA_COMPOSITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HOST_MEDIATED_REGULATION_OF_INTESTINAL_MICROBIOTA_COMPOSITION CARD9 CX3CR1 LRRC19 MUC2 NAPEPLD NLRP6 NOD2 SPRR2A ST6GALNAC1 GOBP_HUMORAL_IMMUNE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HUMORAL_IMMUNE_RESPONSE A2M ACOD1 AIRE ALOX5 ANG AZU1 BCL2 BCL3 BLNK BMI1 BPIFA1 BST1 C1QA C1QB C1QBP C1QC C1R C1RL C1S C2 C3 C4A C4B C4BPA C4BPB C5 C6 C7 C8A C8B C8G C9 CAMP CCL13 CCL2 CCR2 CCR6 CCR7 CD28 CD46 CD55 CD59 CD5L CD81 CD83 CFB CFD CFH CFHR1 CFHR2 CFHR3 CFHR4 CFHR5 CFI CFP CLU COLEC10 COLEC11 CR1 CR1L CR2 CST9 CST9L CST9LP1 CTSG CXCL1 CXCL10 CXCL11 CXCL13 CXCL14 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 DEFA1 DEFA1B DEFA3 DEFA4 DEFA5 DEFA6 DEFB1 DEFB118 DEFB126 DEFB127 DEFB4A DMBT1 EBI3 ELANE EVPL EXO1 F2 FAM3A FAU FCER2 FCGR2B FCN1 FCN2 FCN3 FGA FGB FOXJ1 GALP GAPDH GATA3 GATA6 GNLY GPI GPR183 H2BC10 H2BC11 H2BC12 H2BC12L H2BC21 H2BC4 H2BC6 H2BC7 H2BC8 HLA-A HLA-DQB1 HLA-DRB1 HLA-E HMGN2 HPX HRG IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IFNE IFNG IFNK IFNW1 IGHA1 IGHA2 IGHE IGHG1 IGHG2 IGHG3 IGHG4 IGHM IGKV3-20 IL17A IL17F IL1B IL36RN IL6 IL7 JCHAIN KLK3 KLK5 KLK7 KRT1 KRT6A LEAP2 LGALS4 LTA LTF LYZ MASP1 MASP2 MBL2 MEF2C MIR520B MIR520E MS4A1 MUC7 NCR3LG1 NOD2 NOTCH1 NOTCH2 PDCD1 PF4 PF4V1 PGC PGLYRP1 PGLYRP3 PGLYRP4 PHB1 PHB2 PI3 PLA2G1B PLA2G6 POU2AF1 POU2F2 PPBP PPP2R3C PRSS2 PRSS3 PRTN3 PSMB10 PTPN6 PTPRC RARRES2 RBPJ REG1A REG1B REG3A REG3G RGCC RNASE2 RNASE3 RNASE4 RNASE6 RNASE7 ROMO1 RPL30 RPL39 RPS19 S100A12 S100A7 S100A9 SEMG1 SEMG2 SERPING1 SH2D1A SLC11A1 SLPI SPAG11A SPAG11B SPINK5 SPNS2 SPON2 SPRR2A ST6GAL1 SUSD4 SVEP1 TF TFE3 TFEB TNF TNFRSF21 TRAF3IP2 TREM1 TREM2 TSLP VSIG4 WFDC10A WFDC10B WFDC11 WFDC12 WFDC13 WFDC2 WFDC3 WFDC5 WFDC9 YTHDF2 ZP3 ZP4 GOBP_HUMORAL_IMMUNE_RESPONSE_MEDIATED_BY_CIRCULATING_IMMUNOGLOBULIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HUMORAL_IMMUNE_RESPONSE_MEDIATED_BY_CIRCULATING_IMMUNOGLOBULIN BCL3 C1QA C1QB C1QBP C1QC C1R C1RL C1S C2 C3 C4A C4B C4BPA C4BPB C5 C6 C7 C8A C8B C8G C9 CD46 CD55 CD81 CFI CLU CR1 CR1L CR2 EXO1 FCER2 FCGR2B FOXJ1 HPX IGHA1 IGHA2 IGHE IGHG1 IGHG2 IGHG3 IGHG4 IGHM LTA MASP2 MBL2 NCR3LG1 NOD2 PTPN6 PTPRC SERPING1 SUSD4 SVEP1 TNF TREM2 ZP3 GOBP_HYALOID_VASCULAR_PLEXUS_REGRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HYALOID_VASCULAR_PLEXUS_REGRESSION DRD2 FLT1 OPN4 OPN5 SLC17A6 SLC6A3 TH GOBP_HYALURONAN_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HYALURONAN_BIOSYNTHETIC_PROCESS ABCC5 AP2A1 CEMIP CLTC EGF HAS1 HAS2 HAS3 HYAL1 IL1B NFKB1 PDGFB SMPD3 TGFB1 GOBP_HYALURONAN_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HYALURONAN_CATABOLIC_PROCESS CD44 CEMIP CEMIP2 FGF2 GUSB HEXA HEXB HMMR HYAL1 HYAL2 HYAL3 HYAL4 LYVE1 SPAM1 STAB2 TGFB1 GOBP_HYALURONAN_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HYALURONAN_METABOLIC_PROCESS ABCC5 AP2A1 CD44 CEMIP CEMIP2 CLTC EGF FGF2 GUSB HAS1 HAS2 HAS3 HEXA HEXB HMMR HYAL1 HYAL2 HYAL3 HYAL4 IL1B ITIH1 ITIH2 ITIH3 ITIH4 ITIH5 ITIH6 LYVE1 NFKB1 PDGFB SMPD3 SPAM1 STAB2 TGFB1 TNFAIP6 GOBP_HYDROCARBON_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HYDROCARBON_METABOLIC_PROCESS BCO1 BCO2 CYP1A1 CYP2E1 CYP2F1 GRIN1 TH GOBP_HYDROGEN_PEROXIDE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HYDROGEN_PEROXIDE_BIOSYNTHETIC_PROCESS ACOX1 CTNS CYBA CYBB CYP1A1 CYP1A2 DUOX1 DUOX2 DUOXA1 DUOXA2 FYN MAOB MPV17L SOD1 SOD2 ZNF205 GOBP_HYDROGEN_PEROXIDE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HYDROGEN_PEROXIDE_CATABOLIC_PROCESS APOA4 CAT DUOX1 DUOX2 EPX GPX1 GPX3 HBA1 HBA2 HBB HBD HBE1 HBG1 HBG2 HBM HBQ1 HBZ HP LPO MPO MT3 NNT PRDX1 PRDX2 PRDX3 PRDX4 PRDX5 PXDN PXDNL SNCA TPO GOBP_HYDROGEN_PEROXIDE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HYDROGEN_PEROXIDE_METABOLIC_PROCESS ACOX1 APOA4 CAT CTNS CYBA CYBB CYP1A1 CYP1A2 DUOX1 DUOX2 DUOXA1 DUOXA2 EPX FYN GPX1 GPX3 HBA1 HBA2 HBB HBD HBE1 HBG1 HBG2 HBM HBQ1 HBZ HDAC6 HP LPO MAOB MPO MPV17L MT3 NNT NOX1 NOXA1 NOXO1 PARK7 PINK1 PRDX1 PRDX2 PRDX3 PRDX4 PRDX5 PXDN PXDNL RAC1 RAC2 SNCA SOD1 SOD2 TPO TXN ZNF205 GOBP_HYDROGEN_SULFIDE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HYDROGEN_SULFIDE_METABOLIC_PROCESS CBS CTH ENSG00000274276 ETHE1 MIR21 MPST SP1 GOBP_HYPEROSMOTIC_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HYPEROSMOTIC_RESPONSE AKR1B1 AQP1 ARHGEF2 EFHD1 EPO FBP1 ICOSLG LETM1 MICU1 NFAT5 OXSR1 PCK1 PDPK1 PKN1 RCSD1 SLC12A2 SLC25A23 SLC2A1 SST STK39 TLR3 TRPV4 WNK1 WNK3 XRCC5 XRCC6 YBX3 GOBP_HYPEROSMOTIC_SALINITY_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HYPEROSMOTIC_SALINITY_RESPONSE AKR1B1 EFHD1 FBP1 LETM1 MICU1 PCK1 SLC25A23 TRPV4 XRCC5 XRCC6 GOBP_HYPERSENSITIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HYPERSENSITIVITY BTK C3 CCR7 EXT1 FCER1A FCGR1A FCGR2B FCGR3A FUT7 HLA-E IGHG1 IL20RB SPN ZP3 GOBP_HYPOTHALAMUS_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HYPOTHALAMUS_CELL_DIFFERENTIATION HAP1 NDNF NHLH2 NRP1 NRP2 OTP PLXNA1 PLXNA3 POU3F2 PRDM13 PROP1 SEMA3E UBB GOBP_HYPOTHALAMUS_CELL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HYPOTHALAMUS_CELL_MIGRATION FOXB1 NDNF NRP1 NRP2 PLXNA1 PLXNA3 SEMA3E GOBP_HYPOTHALAMUS_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HYPOTHALAMUS_DEVELOPMENT BAX CTNNB1 FOXB1 GSX1 HAP1 NCOA1 NDNF NHLH2 NKX2-1 NKX2-6 NR0B1 NRP1 NRP2 OTP PLXNA1 PLXNA3 POU3F2 PRDM13 PROP1 RAB3GAP1 RAX SEMA3E SOX3 SRD5A1 SRD5A2 UBB UQCRQ GOBP_HYPOTHALAMUS_GONADOTROPHIN_RELEASING_HORMONE_NEURON_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HYPOTHALAMUS_GONADOTROPHIN_RELEASING_HORMONE_NEURON_DIFFERENTIATION NDNF NHLH2 NRP1 NRP2 PLXNA1 PLXNA3 SEMA3E UBB GOBP_HYPOTONIC_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HYPOTONIC_RESPONSE AQP5 CAB39 FBP1 ITGA2 MYLK OXSR1 PCK1 SLC12A5 SLC12A6 SLC4A11 STK39 TRPV4 TSPO GOBP_HYPOXIA_INDUCIBLE_FACTOR_1ALPHA_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_HYPOXIA_INDUCIBLE_FACTOR_1ALPHA_SIGNALING_PATHWAY CYBB HIF1A MIR210 PDK1 PDK3 RWDD3 VHL GOBP_ICOSANOID_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ICOSANOID_BIOSYNTHETIC_PROCESS AKR1C3 ALOX5 ALOX5AP ANXA1 AVP AVPR1A CASP1 CBR1 CD74 CYP2C8 CYP2C9 CYP4A11 CYP4A22 DAGLB EDN1 EDN2 FABP5 FADS1 GGT1 GGT2P GGT3P GGT5 GGT6 GGT7 GGTA1 GGTLC1 GGTLC2 GGTLC3 HPGDS IL1B LTA4H LTC4S MGST2 MGST3 MIF MIR132 MIR204 MIR766 NAIP NLRC4 PIBF1 PLA2G10 PLA2G1B PLA2G3 PLA2G4A PLA2G4F PLA2G5 PNPLA8 PRG3 PRXL2B PTGDS PTGES PTGES2 PTGES3 PTGIS PTGS1 PTGS2 PYCARD SIRT1 SYK TBXAS1 GOBP_ICOSANOID_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ICOSANOID_CATABOLIC_PROCESS ABHD16A CYP4A11 CYP4F12 CYP4F2 CYP4F3 DPEP1 DPEP2 HPGD LYPLA2 GOBP_ICOSANOID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ICOSANOID_METABOLIC_PROCESS ABCC1 ABCC10 ABHD12 ABHD6 ACOX1 AKR1B1 AKR1C1 AKR1C2 AKR1C3 AKR1C4 ALOX12 ALOX12B ALOX15 ALOX15B ALOX5 ALOX5AP ALOXE3 ANXA1 ATP6V1B1 AVP AVPR1A AWAT1 CASP1 CBR1 CD74 CES2 CPA1 CYP1A1 CYP1A2 CYP1B1 CYP2A13 CYP2A6 CYP2A7 CYP2B6 CYP2C18 CYP2C19 CYP2C8 CYP2C9 CYP2D6 CYP2D7 CYP2E1 CYP2F1 CYP2J2 CYP2S1 CYP2U1 CYP4A11 CYP4A22 CYP4F11 CYP4F12 CYP4F2 CYP4F22 CYP4F3 CYP4F8 CYP4Z1 DAGLA DAGLB DPEP1 DPEP2 EDN1 EDN2 EPHX1 FAAH FAAH2 FABP5 FADS1 GGT1 GGT2P GGT3P GGT5 GGT6 GGT7 GGTA1 GGTLC1 GGTLC2 GGTLC3 GPX1 GPX4 GSTA1 GSTM1 GSTP1 HPGD HPGDS IL1B LTA4H LTC4S MAPKAPK2 MGLL MGST2 MGST3 MIF MIR132 MIR204 MIR766 NAIP NLRC4 PIBF1 PLA2G10 PLA2G1B PLA2G2F PLA2G3 PLA2G4A PLA2G4B PLA2G4C PLA2G4F PLA2G5 PLAA PNPLA8 PRG3 PRXL2B PTGDS PTGES PTGES2 PTGES3 PTGIS PTGR1 PTGR2 PTGR3 PTGS1 PTGS2 PYCARD SIRT1 SYK TBXAS1 TLR2 TNFRSF1A GOBP_ICOSANOID_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ICOSANOID_SECRETION ABCC4 ACE ANXA1 AVPR1B BDKRB2 CYP4A11 CYP4F2 DRD2 DRD3 DRD4 EDN1 IL1A IL1B LEP LHCGR MAP2K6 MIF NMB NMUR2 NOS2 NTSR1 OC90 P2RX4 P2RX7 PLA2G10 PLA2G12A PLA2G12B PLA2G1B PLA2G2A PLA2G2C PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G4A PLA2G4F PLA2G5 PLA2R1 PNPLA8 PROCA1 PTGES PTGS2 SSTR4 SYK TNFRSF11A TNFSF11 GOBP_ICOSANOID_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ICOSANOID_TRANSPORT ABCC1 ABCC10 ABCC11 ABCC2 ABCC3 ABCC4 ABCC6 ACE ANXA1 AVPR1B BDKRB2 CYP4A11 CYP4F2 DRD2 DRD3 DRD4 EDN1 IL1A IL1B LEP LHCGR MAP2K6 MIF NMB NMUR2 NOS2 NTSR1 OC90 P2RX4 P2RX7 PLA2G10 PLA2G12A PLA2G12B PLA2G1B PLA2G2A PLA2G2C PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G4A PLA2G4F PLA2G5 PLA2R1 PNPLA8 PROCA1 PTGES PTGS2 SLC22A1 SLC22A11 SLC22A2 SLC22A6 SLC22A7 SLC22A8 SLCO1B1 SLCO2A1 SLCO2B1 SLCO3A1 SLCO4A1 SSTR4 SYK TNFRSF11A TNFSF11 GOBP_IMMATURE_B_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_IMMATURE_B_CELL_DIFFERENTIATION ABL1 ATM FNIP1 IRF2BP2 KIT LRRC8A PRKDC RAG1 RAG2 SPI1 SYVN1 TRAF3IP2 GOBP_IMMATURE_T_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_IMMATURE_T_CELL_PROLIFERATION BMI1 BMP4 CLEC4G ERBB2 FOXP3 IHH IL1A IL1B RIPK2 SHH TMEM131L TNFRSF9 WNT4 GOBP_IMMUNE_COMPLEX_CLEARANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_IMMUNE_COMPLEX_CLEARANCE CCR2 CLU CR1 FCGR2B PLA2G5 GOBP_IMMUNE_EFFECTOR_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_IMMUNE_EFFECTOR_PROCESS A2M ABL1 ACE ACP5 ADA ADAM17 ADGRE2 ADORA2B AGER AHR AICDA AIRE ANGPT1 ANKRD17 ANXA1 ANXA3 AP1G1 APBB1IP APLF APOA1 APOA2 APP APPL1 APPL2 ARG1 ARID5A ARL8B ARRB2 ASCL2 ATAD5 ATG5 ATP7A AXL AZU1 B2M BATF BCL10 BCL3 BCL6 BCR BST2 BTK BTN3A2 BTN3A3 C12orf4 C17orf99 C1QA C1QB C1QBP C1QC C1R C1RL C1S C2 C3 C4A C4B C4BPA C4BPB C5 C6 C7 C8A C8B C8G C9 CADM1 CAMK4 CARD9 CBL CCL19 CCL3 CCR2 CCR6 CD160 CD177 CD180 CD19 CD1A CD1B CD1C CD1D CD1E CD2 CD22 CD226 CD244 CD27 CD28 CD300A CD36 CD40 CD40LG CD46 CD47 CD55 CD59 CD5L CD70 CD74 CD80 CD81 CD84 CD86 CD8A CD96 CDH17 CEACAM1 CEBPG CFB CFD CFH CFHR1 CFHR2 CFHR3 CFHR4 CFHR5 CFI CFP CGAS CHGA CLC CLCF1 CLEC12B CLEC2A CLEC4D CLEC4E CLEC4G CLEC7A CLNK CLU COLEC10 COLEC11 CORO1A CPLX2 CR1 CR1L CR2 CRK CRP CRTAM CSF2RB CTSC CTSG CTSH CUEDC2 CX3CR1 CXCL6 CYBC1 CYRIB DBH DDX1 DDX21 DDX60 DENND1B DHX36 DHX58 DLL1 DNAJB9 DNASE1 DNASE1L3 DOCK10 DOCK11 DOCK2 DUSP10 DUSP22 DYSF EBAG9 EIF2AK4 ELANE EMP2 ENPP3 ENTPD7 EOMES EPHB2 EPX ERCC1 EVPL EXO1 EXOSC3 EXOSC6 F2 F2RL1 FADD FBXO38 FCER1A FCER1G FCER2 FCGR1A FCGR2B FCGR3A FCN1 FCN2 FCN3 FCRL3 FER FES FFAR2 FFAR3 FGL2 FGR FOXF1 FOXJ1 FOXP1 FOXP3 FUT7 FYN FZD5 GAB2 GAPT GATA1 GATA2 GATA3 GBF1 GFER GNL1 GPI GPR15LG GPR183 GPRC5B GRN GRP GZMB GZMM HAVCR2 HCK HFE HK1 HLA-A HLA-B HLA-C HLA-DMB HLA-DRA HLA-DRB1 HLA-DRB3 HLA-E HLA-F HLA-G HLA-H HLX HMCES HMGB1 HPRT1 HPX HSPD1 ICAM1 IFI35 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IFNE IFNG IFNK IFNL1 IFNW1 IGHA1 IGHA2 IGHD IGHE IGHG1 IGHG2 IGHG3 IGHG4 IGHM IGHV1-18 IGHV1-24 IGHV1-3 IGHV1-45 IGHV1-58 IGHV1-69 IGHV1-69-2 IGHV1-69D IGHV2-26 IGHV2-5 IGHV2-70 IGHV2-70D IGHV3-11 IGHV3-13 IGHV3-15 IGHV3-16 IGHV3-20 IGHV3-21 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-35 IGHV3-38 IGHV3-43 IGHV3-48 IGHV3-49 IGHV3-53 IGHV3-64 IGHV3-64D IGHV3-66 IGHV3-7 IGHV3-72 IGHV3-73 IGHV3-74 IGHV4-28 IGHV4-31 IGHV4-34 IGHV4-39 IGHV4-4 IGHV4-59 IGHV4-61 IGHV5-10-1 IGHV5-51 IGHV6-1 IGHV7-4-1 IGHV7-81 IGHV8-51-1 IGKC IGLC1 IGLC2 IGLC3 IGLC6 IGLC7 IGLL1 IGLL5 IL10 IL12A IL12B IL12RB1 IL13 IL13RA2 IL17A IL17F IL18 IL18R1 IL18RAP IL1B IL1R1 IL2 IL20RB IL21 IL21R IL23A IL23R IL27 IL27RA IL2RB IL33 IL4 IL4I1 IL4R IL5 IL6 IL6R IL7R IL9 IL9R INAVA INPP5D INS IRAK3 IRAK4 IRF4 IRF5 IRF7 IRF8 ITFG2 ITGAL ITGAM ITGB2 ITM2A JAG1 JAGN1 JAK1 JAK3 JUNB KARS1 KDM5D KIF5B KIR2DL4 KIR3DL1 KIT KLK3 KLK5 KLK7 KLRB1 KLRC1 KLRC2 KLRC3 KLRC4 KLRC4-KLRK1 KLRD1 KLRF2 KLRK1 KMT2A KMT2E KMT5B KMT5C KRT1 LACC1 LAG3 LAMP1 LAPTM5 LAT LAT2 LBP LCP1 LEF1 LEP LFNG LGALS1 LGALS3 LGALS9 LIG4 LILRA2 LILRB1 LILRB4 LIMK1 LIPA LITAF LOXL3 LRP1 LTA LY9 LYN LYST MAD2L2 MALT1 MAP3K7 MAPKAPK2 MASP1 MASP2 MAVS MBL2 MDK MEN1 MFNG MICA MICB MIF MILR1 MIR21 MIR302A MIR520B MIR520E MLH1 MPL MPO MR1 MRGPRX2 MSH2 MSH6 MTOR MYB MYD88 MYO18A MYO1G MZB1 NBN NCF1 NCKAP1L NCR1 NCR3 NCR3LG1 NDFIP1 NDST2 NECTIN2 NFKBID NFKBIZ NKG7 NKX2-3 NLRP3 NLRP6 NLRX1 NMI NOD1 NOD2 NOS2 NOTCH2 NR4A3 NSD2 P2RX7 PAK1 PANX1 PARP3 PAXIP1 PCK1 PDPK1 PGC PGLYRP1 PGLYRP2 PGLYRP3 PHB1 PHB2 PHF14 PIK3CD PIK3CG PIK3R6 PKN1 PLA2G1B PLA2G3 PLA2G5 PLA2G6 PLCG2 PLCL2 PLD2 PLEC PLEKHM2 PLPP4 PMS2 POU2AF1 PPP3CB PRAM1 PRDX1 PRDX2 PRF1 PRG2 PRKCD PRKCE PRKCZ PSEN1 PTAFR PTGDR PTGDS PTGER4 PTK2 PTK2B PTPN22 PTPN6 PTPRC PTPRJ PTX3 PVR PYCARD RAB27A RAB44 RABGEF1 RAC2 RAET1E RAET1G RAET1L RAG2 RARA RASGRP1 RBP4 RC3H1 RC3H2 RELB RFTN1 RGCC RIF1 RIGI RIPK2 RIPK3 RNF168 RNF19B RNF8 RORA RORC RPS19 RPS6 RSAD2 S100A13 SANBR SASH3 SBNO2 SCART1 SCIMP SCN11A SCNN1B SELENOK SEMA4A SEMA7A SERPINB4 SERPINB9 SERPING1 SFTPA1 SH2D1A SH2D1B SHB SHLD1 SHLD2 SHLD3 SIRT1 SLA2 SLAMF1 SLAMF6 SLAMF7 SLAMF8 SLAMF9 SLC11A1 SLC15A4 SLC18A2 SLC22A13 SLC7A5 SMAD7 SNAP23 SNX4 SNX6 SOCS3 SOCS5 SPHK2 SPI1 SPINK5 SPN SPON2 SRC ST3GAL1 STAP1 STAT3 STAT4 STAT5B STAT6 STX4 STX7 STXBP1 STXBP2 STXBP3 SUCNR1 SUPT6H SUSD4 SVEP1 SWAP70 SYK TAP2 TBX21 TCIM TCIRG1 TFRC TGFB1 TGFB2 TGFB3 THOC1 TICAM1 TICAM2 TLR3 TLR4 TLR7 TLR8 TLR9 TMBIM6 TMEM98 TNF TNFRSF14 TNFRSF1B TNFRSF4 TNFSF13 TNFSF18 TNFSF4 TP53 TP53BP1 TRAF2 TRAF3IP2 TRAF6 TREM1 TREM2 TREX1 TRIL TRIM6 TRPM4 TSC1 TUBB TUBB4B TUSC2 TWIST1 TYROBP UBE2J1 ULBP1 ULBP2 ULBP3 UNC13D UNC93B1 UNG USP17L2 VAMP2 VAMP3 VAMP7 VAMP8 VAV1 VAV2 VAV3 VSIG4 WAS WDR1 WNT5A XBP1 XCL1 YES1 ZBTB1 ZBTB7B ZC3H12A ZFPM1 ZNF683 ZP3 ZPBP2 GOBP_IMMUNE_RESPONSE_INHIBITING_CELL_SURFACE_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_IMMUNE_RESPONSE_INHIBITING_CELL_SURFACE_RECEPTOR_SIGNALING_PATHWAY CLEC12B HLA-G KIR2DL1 KLRC1 LILRB1 LILRB2 LILRB4 LYN PSG9 GOBP_IMMUNE_RESPONSE_INHIBITING_SIGNAL_TRANSDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_IMMUNE_RESPONSE_INHIBITING_SIGNAL_TRANSDUCTION CD33 CLEC12B HLA-G IL20RB KIR2DL1 KLRC1 LILRB1 LILRB2 LILRB4 LYN PSG9 GOBP_IMMUNE_RESPONSE_REGULATING_CELL_SURFACE_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_IMMUNE_RESPONSE_REGULATING_CELL_SURFACE_RECEPTOR_SIGNALING_PATHWAY ABL1 ACOD1 ADA APPL1 APPL2 BAG6 BANK1 BAX BCAR1 BCL10 BCL2 BLK BLNK BMX BPIFB1 BRAF BTK BTLA BTN1A1 BTN2A1 BTN2A2 BTN2A3P BTN3A1 BTN3A2 BTN3A3 BTNL10P BTNL2 BTNL3 BTNL8 BTNL9 C3AR1 C5AR1 C5AR2 CACNB3 CACNB4 CARD11 CBLB CCR7 CD14 CD160 CD19 CD200R1 CD22 CD226 CD24 CD247 CD276 CD28 CD300A CD38 CD3D CD3E CD3G CD40 CD47 CD79A CD79B CD81 CD8A CD8B CEACAM1 CHUK CLEC12B CLEC4D CLEC4E CLEC6A CLEC7A CMKLR1 CMTM3 COLEC10 COLEC11 CR1 CR2 CREBBP CRKL CSK CTLA4 CYBA DAB2IP DENND1B DGKZ DUSP22 DUSP3 ECSIT EIF2B1 EIF2B2 EIF2B3 EIF2B4 EIF2B5 ELF1 EP300 ERMAP EZR F2RL1 FCER1A FCER1G FCER2 FCGR1A FCGR1BP FCGR2B FCGR3A FCHO1 FCN1 FCN2 FCN3 FCRL3 FER FFAR2 FGR FLOT1 FOSL2 FOXP1 FOXP3 FPR1 FPR2 FPR3 FYB1 FYB2 FYN GATA3 GBP1 GCSAM GCSAML GPLD1 GPR32 GPR32P1 GPR33 GPS2 GRB2 HCK HHLA2 HLA-A HLA-DPB1 HLA-DQB1 HLA-DRB1 HLA-DRB3 HLA-G HRAS ICOSLG IFI35 IGHA1 IGHA2 IGHD IGHE IGHG1 IGHG2 IGHG3 IGHG4 IGHM IGKC IGLC1 IGLC3 IGLC6 IGLC7 IKBKB IKBKG INPP5D IRAK1 IRAK2 IRAK4 ITK KCNN4 KHDRBS1 KIR2DL1 KIR2DS2 KIT KLHL6 KLRC1 KLRC2 KLRC3 KLRC4 KLRC4-KLRK1 KLRD1 KLRK1 LAPTM5 LAT LAT2 LAX1 LBP LCK LCP2 LGALS3 LGALS9 LILRA2 LILRA4 LILRB1 LILRB2 LILRB4 LIME1 LIMK1 LIPA LPXN LTF LY96 LYN MALT1 MAP2K4 MAP2K7 MAP3K1 MAP3K7 MAPK1 MAPK10 MAPK8 MAPK9 MBL2 MEF2C MFHAS1 MICB MIR140 MIR146A MIR149 MIR18A MIR19A MIR20A MIR34A MIR708 MNDA MOG MS4A1 MYD88 MYO1G NAGLU NCKAP1L NCR3 NECTIN2 NFAM1 NFATC2 NFKB1 NFKBIA NFKBID NFKBIZ NINJ1 NMI NOD2 NR1D1 NR1H3 NR4A3 OAS1 PAK1 PAK2 PAK3 PAWR PDE4B PDE4D PELI1 PHPT1 PIGR PIK3AP1 PIK3CA PIK3CD PIK3R1 PJA2 PLA2G6 PLCG1 PLCG2 PLCL2 PLD2 PLEKHA1 PLPP4 PLSCR1 PRAM1 PRKCB PRKCD PRKCE PRKCH PRKCQ PRKD2 PRNP PSEN1 PSG9 PTK2 PTPN2 PTPN22 PTPN6 PTPRC PTPRJ PVRIG RAB11FIP2 RAB29 RAB7B RABGEF1 RBCK1 RC3H1 RC3H2 RELA RFTN1 RIPK2 RNF31 RPS3 S100A14 SCIMP SH2B2 SH2D1A SHB SKAP1 SLA2 SLC39A10 SLC39A6 SOS1 SPG21 SPPL3 SRC STAP1 STK11 STOML2 SYK TEC TESPA1 THEMIS THEMIS2 THY1 TICAM2 TIRAP TLR1 TLR2 TLR4 TLR5 TLR6 TMEM126A TMIGD2 TNFAIP3 TNFRSF21 TNIP2 TNIP3 TRAC TRAF6 TRAT1 TRBC1 TRBC2 TRDC TREM2 TRGC1 TRGC2 TRIL TXK TYROBP UBASH3A UBE2N VAV1 VAV2 VAV3 VTCN1 WDFY1 WNK1 YES1 ZAP70 ZC3H12A ZNRF1 GOBP_IMMUNE_RESPONSE_REGULATING_CELL_SURFACE_RECEPTOR_SIGNALING_PATHWAY_INVOLVED_IN_PHAGOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_IMMUNE_RESPONSE_REGULATING_CELL_SURFACE_RECEPTOR_SIGNALING_PATHWAY_INVOLVED_IN_PHAGOCYTOSIS ABL1 APPL1 APPL2 CD47 FCGR2B FGR FYN HCK LIMK1 LYN MYO1G PAK1 PLA2G6 PLD2 PLPP4 PRKCD PRKCE PTK2 PTPRC PTPRJ SRC SYK VAV1 VAV2 VAV3 YES1 GOBP_IMMUNE_RESPONSE_REGULATING_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_IMMUNE_RESPONSE_REGULATING_SIGNALING_PATHWAY ABL1 ACOD1 ADA AIM2 ALPK1 ANKRD17 AP3B1 APPL1 APPL2 ARRB2 ATAT1 BAG6 BANK1 BAX BCAR1 BCL10 BCL2 BIRC2 BIRC3 BLK BLNK BMX BPIFB1 BRAF BRCC3 BTK BTLA BTN1A1 BTN2A1 BTN2A2 BTN2A3P BTN3A1 BTN3A2 BTN3A3 BTNL10P BTNL2 BTNL3 BTNL8 BTNL9 C1QBP C3AR1 C5AR1 C5AR2 CACNB3 CACNB4 CACTIN CARD11 CARD8 CASP1 CAV1 CBLB CCR7 CD14 CD160 CD19 CD200R1 CD22 CD226 CD24 CD247 CD276 CD28 CD300A CD300LF CD33 CD36 CD38 CD3D CD3E CD3G CD40 CD47 CD79A CD79B CD81 CD8A CD8B CEACAM1 CGAS CHUK CLEC12B CLEC4D CLEC4E CLEC6A CLEC7A CLPB CMKLR1 CMTM3 COLEC10 COLEC11 COLEC12 CPTP CR1 CR2 CREBBP CRKL CSK CSNK1A1 CTLA4 CTSH CTSS CYBA CYLD DAB2IP DDX3X DDX60 DENND1B DGKZ DHX33 DHX58 DUSP22 DUSP3 ECSIT EIF2AK2 EIF2B1 EIF2B2 EIF2B3 EIF2B4 EIF2B5 ELF1 EP300 EPG5 ERBIN ERMAP ESR1 EZR F2RL1 FBXL2 FCER1A FCER1G FCER2 FCGR1A FCGR1BP FCGR2B FCGR3A FCHO1 FCN1 FCN2 FCN3 FCRL3 FER FFAR2 FGR FLOT1 FLOT2 FOSL1 FOSL2 FOXP1 FOXP3 FPR1 FPR2 FPR3 FYB1 FYB2 FYN GATA3 GBP1 GBP2 GBP5 GCSAM GCSAML GFI1 GPATCH3 GPLD1 GPR108 GPR32 GPR32P1 GPR33 GPS2 GRAMD4 GRB2 HAVCR2 HCK HHLA2 HLA-A HLA-DPB1 HLA-DQB1 HLA-DRB1 HLA-DRB3 HLA-G HMGB1 HRAS HSPA1A HSPA1B HSPA8 HSPD1 ICOSLG IFI35 IFIH1 IGHA1 IGHA2 IGHD IGHE IGHG1 IGHG2 IGHG3 IGHG4 IGHM IGKC IGLC1 IGLC3 IGLC6 IGLC7 IKBKB IKBKG IL20RB INAVA INPP5D IPO5 IRAK1 IRAK2 IRAK3 IRAK4 IRF1 IRF3 IRF4 IRF7 IRGM ITCH ITK KCNJ8 KCNN4 KHDRBS1 KIR2DL1 KIR2DS2 KIT KLHL6 KLRC1 KLRC2 KLRC3 KLRC4 KLRC4-KLRK1 KLRD1 KLRK1 LACC1 LAPTM5 LAT LAT2 LAX1 LBP LCK LCP2 LGALS3 LGALS9 LGR4 LILRA2 LILRA4 LILRB1 LILRB2 LILRB4 LIME1 LIMK1 LIPA LPXN LRCH4 LRRC14 LRRC19 LSM14A LTF LY96 LYN MALT1 MAP2K4 MAP2K6 MAP2K7 MAP3K1 MAP3K7 MAPK1 MAPK10 MAPK8 MAPK9 MAPKAPK2 MAPKAPK3 MARK4 MAVS MBL2 MEF2C MEFV MFHAS1 MICB MIR140 MIR146A MIR149 MIR17 MIR18A MIR19A MIR20A MIR34A MIR708 MNDA MOG MS4A1 MYD88 MYO1G NAGK NAGLU NAIP NCKAP1L NCR3 NECTIN2 NEK7 NFAM1 NFATC2 NFKB1 NFKBIA NFKBID NFKBIL1 NFKBIZ NINJ1 NLRC3 NLRC4 NLRP1 NLRP2B NLRP3 NLRP6 NLRX1 NMI NOD1 NOD2 NOP53 NPLOC4 NR1D1 NR1H3 NR1H4 NR4A3 OAS1 OAS3 OASL OTUD4 OTULIN PAK1 PAK2 PAK3 PAWR PDE4B PDE4D PDPK1 PELI1 PHB1 PHB2 PHPT1 PIGR PIK3AP1 PIK3CA PIK3CD PIK3R1 PJA2 PLA2G6 PLCG1 PLCG2 PLCL2 PLD2 PLEKHA1 PLPP4 PLSCR1 PPP2CA PRAM1 PRKCB PRKCD PRKCE PRKCH PRKCQ PRKD1 PRKD2 PRNP PSEN1 PSG9 PTK2 PTPN2 PTPN22 PTPN6 PTPRC PTPRJ PTPRS PUM1 PUM2 PVRIG PYCARD PYDC1 PYDC2 PYDC5 RAB11FIP2 RAB29 RAB7B RABGEF1 RBCK1 RC3H1 RC3H2 REG3G RELA RFTN1 RIGI RIOK3 RIPK2 RNF125 RNF135 RNF31 RPS3 RPS6KA3 RSAD2 RTN4 S100A14 SARM1 SCARA3 SCIMP SEC14L1 SH2B2 SH2D1A SHB SIRT2 SKAP1 SLA2 SLC15A2 SLC15A3 SLC15A4 SLC39A10 SLC39A6 SLC46A2 SMPDL3B SOS1 SPG21 SPPL3 SRC STAP1 STING1 STK11 STMP1 STOML2 SYK TARBP2 TASL TBK1 TEC TESPA1 THEMIS THEMIS2 THY1 TICAM1 TICAM2 TIFA TIRAP TKFC TLR1 TLR10 TLR2 TLR3 TLR4 TLR5 TLR6 TLR7 TLR8 TLR9 TMEM126A TMIGD2 TNF TNFAIP3 TNFRSF21 TNIP1 TNIP2 TNIP3 TRAC TRAF3 TRAF6 TRAT1 TRBC1 TRBC2 TRDC TREM2 TREML4 TRGC1 TRGC2 TRIL TRIM11 TRIM15 TRIM25 TRIM3 TRIM31 TSPAN6 TXK TYRO3 TYROBP UBASH3A UBE2N UBQLN1 UFD1 UNC93B1 USP15 USP17L2 USP50 VAV1 VAV2 VAV3 VTCN1 WDFY1 WNK1 XIAP YES1 ZAP70 ZC3H12A ZCCHC3 ZDHHC12 ZDHHC5 ZNRF1 ZNRF4 GOBP_IMMUNE_RESPONSE_TO_TUMOR_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_IMMUNE_RESPONSE_TO_TUMOR_CELL ADAM15 AHR CD160 CD226 CD274 CEACAM1 CRTAM FBXO38 GSDME HAVCR2 HLA-A HLA-DRB1 HLA-DRB3 HMGB1 HRG HSPD1 IL12A IL12B IL4I1 MICA MR1 NECTIN2 NKG7 PRF1 PVR SLC22A13 TGFB1 GOBP_IMMUNE_SYSTEM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_IMMUNE_SYSTEM_DEVELOPMENT ABL1 ACOD1 ADA ADAM17 ADAR AICDA AIRE APLF ARTN ASXL1 ATAD5 ATM BARX1 BATF BCL11B BCL2 BCL2L11 BCL3 BCL6 BRAF CACNA1C CACNB4 CBLB CCNB2 CCR4 CCR6 CD248 CD274 CD28 CD3E CD40 CD40LG CDH17 CDKN2B CITED2 CLC CLCF1 CRKL CTC1 CTNNB1 CTNNBL1 CXCR5 CYREN DCAF1 DCLRE1C EPB42 EPHB3 ERCC1 EXO1 EXOSC3 EXOSC6 FADD FGF10 FLVCR1 FOXE1 FOXI3 FOXJ1 FOXL1 FOXN1 FOXP3 GATA3 HAND2 HAVCR2 HES1 HLA-B HLA-E HLA-G HMCES HMGB1 HMGB2 HOXA3 HOXB4 HSPD1 ICOS IDO1 IL10 IL15 IL2 IL27RA IL2RA IL4 IL7R IRAK3 ITCH JARID2 KMT2A KMT5B KMT5C LEF1 LGALS9 LIG1 LIG3 LIG4 LILRB2 LILRB4 LIPA LMO4 LRP5 LRRC17 LTA LTB LTBR LYN MAD1L1 MAD2L2 MAFB MAP2K1 MAP2K2 MAPK1 MAPK3 MARCHF7 MCM3AP MLH1 MSH2 MSH3 MSH6 NBN NDFIP1 NFKB2 NFKBIZ NHEJ1 NKX2-3 NKX2-5 NKX3-2 NSD2 ONECUT1 PARP3 PAXIP1 PBX1 PCID2 PDCD1 PDPN PHLPP1 PITX2 PKN1 PMS2 POLB POLL POLQ PPP2R3C PRDX2 PRKDC PSEN1 PSG9 PTPRC RAF1 RAG1 RAG2 RBM15 RC3H1 RC3H2 RET RIF1 RIPK3 RNF168 RNF8 RO60 SAMHD1 SANBR SBDS SHH SHLD1 SHLD2 SHLD3 SIX1 SIX4 SLC15A4 SLC40A1 SLC46A2 SMAD3 SOD1 SPNS2 SRF STAT5B STAT6 SUPT6H SWAP70 TBX1 TBX21 TCF21 TCF3 TFRC TGFB1 TGFBR1 TGFBR2 THOC1 TNFAIP3 TNFRSF11A TNFSF13 TNFSF4 TOX TP53 TP53BP1 TRAF3IP2 TYR UNG XKR8 XRCC4 YY1 ZBTB1 ZMPSTE24 GOBP_IMMUNOGLOBULIN_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_IMMUNOGLOBULIN_PRODUCTION AICDA APLF ATAD5 BATF BCL6 BTK C17orf99 CCR6 CD22 CD28 CD40 CD40LG CD86 CGAS CLCF1 CR1 CTNNBL1 CYREN DNAJB9 EPHB2 ERCC1 EXO1 EXOSC3 EXOSC6 FCGR2B FCRL3 FOXP3 GAPT GPI HLA-E HMCES HPX HSPD1 IGKV1-12 IGKV1-13 IGKV1-16 IGKV1-17 IGKV1-27 IGKV1-37 IGKV1-39 IGKV1-5 IGKV1-6 IGKV1-8 IGKV1-9 IGKV1D-12 IGKV1D-13 IGKV1D-17 IGKV1D-33 IGKV1D-37 IGKV1D-39 IGKV1D-42 IGKV1D-43 IGKV1D-8 IGKV2-24 IGKV2-28 IGKV2-29 IGKV2-30 IGKV2-40 IGKV2D-24 IGKV2D-26 IGKV2D-28 IGKV2D-29 IGKV2D-30 IGKV3-15 IGKV3-20 IGKV3-7 IGKV3D-11 IGKV3D-15 IGKV3D-20 IGKV3D-7 IGKV4-1 IGKV5-2 IGKV6-21 IGKV6D-21 IGKV6D-41 IGLV1-36 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-50 IGLV1-51 IGLV10-54 IGLV11-55 IGLV2-11 IGLV2-14 IGLV2-18 IGLV2-23 IGLV2-33 IGLV2-8 IGLV3-1 IGLV3-10 IGLV3-12 IGLV3-16 IGLV3-19 IGLV3-21 IGLV3-22 IGLV3-25 IGLV3-27 IGLV3-32 IGLV3-9 IGLV4-3 IGLV4-60 IGLV4-69 IGLV5-37 IGLV5-45 IGLV5-48 IGLV5-52 IGLV6-57 IGLV7-43 IGLV7-46 IGLV8-61 IGLV9-49 IL10 IL13 IL13RA2 IL2 IL21 IL27RA IL33 IL4 IL4R IL5 IL6 KMT5B KMT5C LIG4 MAD2L2 MCM3AP MLH1 MSH2 MSH3 MSH6 MZB1 NBN NDFIP1 NFKBIZ NHEJ1 NSD2 PARP3 PAXIP1 PHB1 PHB2 PKN1 PMS2 POLB POLL POLQ PRKDC PTPRC RBP4 RIF1 RNF168 RNF8 SAMHD1 SANBR SASH3 SHLD1 SHLD2 SHLD3 SLC15A4 STAT6 STX4 SUPT6H SWAP70 TBX21 TCF3 TFRC TGFB1 THOC1 TLR9 TMBIM6 TNF TNFRSF4 TNFSF13 TNFSF4 TP53BP1 TRAF2 TRAF3IP2 TRAF6 TRAV14DV4 TRAV19 TRAV2 TRAV38-1 TRAV38-2DV8 TRDV1 TRDV3 TREX1 UNG VAMP3 VPREB1 VPREB3 XBP1 XCL1 XRCC4 YY1 ZPBP2 GOBP_IMMUNOGLOBULIN_PRODUCTION_INVOLVED_IN_IMMUNOGLOBULIN_MEDIATED_IMMUNE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_IMMUNOGLOBULIN_PRODUCTION_INVOLVED_IN_IMMUNOGLOBULIN_MEDIATED_IMMUNE_RESPONSE AICDA APLF ATAD5 BATF BCL6 BTK C17orf99 CCR6 CD28 CD40 CD40LG CLCF1 ERCC1 EXO1 EXOSC3 EXOSC6 FOXP3 GAPT HMCES HSPD1 IL10 IL2 IL27RA IL4 KMT5B KMT5C LIG4 MAD2L2 MLH1 MSH2 MSH6 NBN NDFIP1 NFKBIZ NSD2 PARP3 PAXIP1 PMS2 PTPRC RIF1 RNF168 RNF8 SANBR SHLD1 SHLD2 SHLD3 SLC15A4 STAT6 SUPT6H SWAP70 TBX21 TFRC TGFB1 THOC1 TNFSF13 TNFSF4 TP53BP1 TRAF3IP2 UNG XCL1 GOBP_IMMUNOGLOBULIN_V_D_J_RECOMBINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_IMMUNOGLOBULIN_V_D_J_RECOMBINATION CYREN LIG4 NHEJ1 POLB PRKDC TCF3 XRCC4 YY1 GOBP_IMMUNOLOGICAL_MEMORY_FORMATION_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_IMMUNOLOGICAL_MEMORY_FORMATION_PROCESS BCL6 CD46 FGL2 HLA-DRA HLA-DRB1 IFNL1 IL12B IL12RB1 IL23A IL23R PCK1 ST3GAL1 TNFSF4 TSC1 GOBP_IMMUNOLOGICAL_MEMORY_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_IMMUNOLOGICAL_MEMORY_PROCESS BCL6 CD160 CD46 CD81 EBAG9 FGL2 HLA-DRA HLA-DRB1 IFNL1 IL12B IL12RB1 IL23A IL23R PCK1 ST3GAL1 TNFRSF14 TNFSF4 TSC1 GOBP_IMMUNOLOGICAL_SYNAPSE_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_IMMUNOLOGICAL_SYNAPSE_FORMATION CCL19 CCL21 CCR7 CD6 CD81 CORO1A DLG1 DOCK2 DOCK8 EPHB1 HAVCR2 LGALS3 MSN NCK2 NEDD9 PRF1 GOBP_IMPORT_ACROSS_PLASMA_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_IMPORT_ACROSS_PLASMA_MEMBRANE ABCC8 ABCC9 ACE2 ACSL1 ACSL5 AKAP5 AKT1 AKT2 AQP8 ARL6IP1 ARL6IP5 ATP12A ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP1B1 ATP1B2 ATP1B3 ATP2B4 ATP4A ATP4B CACNA1A CACNA1B CACNA1C CACNA1D CACNA1E CACNA1F CACNA1G CACNA1H CACNA1I CACNA1S CACNA2D1 CALCR CD36 CLN8 CLTRN CNGA3 DLG1 FXYD2 FYN GFAP GRM1 GRM6 HCN2 HCN4 IFNG IRS2 ISCU ITGB1 KCNE2 KCNH2 KCNJ1 KCNJ10 KCNJ11 KCNJ12 KCNJ13 KCNJ14 KCNJ15 KCNJ16 KCNJ18 KCNJ2 KCNJ3 KCNJ4 KCNJ5 KCNJ6 KCNJ8 KCNJ9 KCNK5 KCNK9 KCNQ1 LRP2 LRRC8A LRRC8C LRRC8D LRRC8E MIR103A1 MIR200C MIR208A MIR208B MIR210 MIR24-1 MIR448 MS4A1 NALF1 NALF2 NHERF1 NTSR1 P2RX1 PER2 PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PRNP PSEN1 RAMP3 RGS2 RGS4 SCN10A SCN11A SCN1A SCN2A SCN3A SCN4A SCN5A SCN7A SCN8A SCN9A SCNN1A SCNN1B SCNN1D SCNN1G SLC12A1 SLC12A2 SLC12A3 SLC12A4 SLC12A5 SLC12A6 SLC12A7 SLC12A8 SLC15A1 SLC15A2 SLC15A3 SLC15A4 SLC16A2 SLC17A8 SLC19A1 SLC1A1 SLC1A2 SLC1A3 SLC1A4 SLC1A5 SLC1A6 SLC22A2 SLC22A4 SLC24A1 SLC24A2 SLC24A4 SLC27A1 SLC27A5 SLC28A1 SLC2A1 SLC2A10 SLC2A3 SLC2A5 SLC30A1 SLC34A1 SLC36A1 SLC36A4 SLC38A1 SLC38A2 SLC38A3 SLC38A4 SLC38A5 SLC39A10 SLC39A11 SLC39A12 SLC39A14 SLC39A4 SLC39A5 SLC39A6 SLC39A8 SLC3A2 SLC43A1 SLC43A2 SLC46A1 SLC46A2 SLC47A1 SLC5A1 SLC5A2 SLC5A3 SLC5A6 SLC6A1 SLC6A13 SLC6A14 SLC6A20 SLC6A5 SLC6A6 SLC6A9 SLC7A1 SLC7A11 SLC7A2 SLC7A3 SLC7A5 SLC7A8 SLC8A1 SLC8A2 SLC8A3 SLC9A1 SLC9A2 SLC9A3 SLC9A4 SLC9A5 SLC9A6 SLC9A7 SLC9A9 SLC9C1 SLC9C2 STEAP2 THBS1 TNF TRPM1 TRPM2 TRPM4 TRPV1 TRPV2 TRPV3 TRPV4 TRPV5 TRPV6 TSPO2 GOBP_IMPORT_INTO_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_IMPORT_INTO_CELL AAK1 ABCA1 ABCA13 ABCA2 ABCA7 ABCC8 ABCC9 ABL1 ABL2 ACE2 ACHE ACKR2 ACKR3 ACKR4 ACSL1 ACSL3 ACSL5 ACTB ACTG1 ADGRB1 ADIPOQ ADM ADORA1 ADORA2A ADRB2 ADRB3 AGER AHI1 AHSG AIF1 AKAP5 AKT1 AKT2 ALOX15 AMN AMPH ANGPT1 ANK2 ANKFY1 ANKRD13A ANKRD13B ANKRD13D ANO6 ANXA1 ANXA11 ANXA2 ANXA3 AP1G1 AP1S1 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 AP3B2 AP3D1 AP3M1 AP3M2 AP3S1 AP3S2 APELA APLN APLP1 APOA1 APOA2 APOA5 APOBR APOC1 APOC2 APOC3 APOE APP APPL1 APPL2 AQP8 ARC ARF1 ARF6 ARFGAP1 ARHGAP12 ARHGAP25 ARHGAP27 ARL6IP1 ARL6IP5 ARL8B ARR3 ARRB1 ARRB2 ASGR1 ASGR2 ATAD1 ATG3 ATG5 ATP12A ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP1B1 ATP1B2 ATP1B3 ATP2B4 ATP4A ATP4B ATP6V1H ATP9A ATP9B ATXN2 AXL AZU1 B2M BCL2L1 BCR BECN1 BICD1 BIN1 BIN2 BIN3 BLTP1 BMP2K BTBD9 BTK C1orf43 C2 C3 C4A C4B C4BPA C4BPB C9orf72 CACNA1A CACNA1B CACNA1C CACNA1D CACNA1E CACNA1F CACNA1G CACNA1H CACNA1I CACNA1S CACNA2D1 CACNG2 CACNG3 CACNG4 CACNG5 CACNG7 CACNG8 CALCR CALCRL CALR CALY CAMK1D CANX CAP1 CARMIL1 CAV1 CAV2 CAV3 CBL CBLL1 CCDC32 CCL19 CCL2 CCL21 CCR2 CD14 CD151 CD163 CD177 CD209 CD22 CD300A CD300LF CD302 CD320 CD36 CD47 CD63 CD81 CD9 CD93 CDC42 CDC42SE1 CDC42SE2 CDH13 CDK5 CEACAM1 CEACAM4 CEBPE CFP CHRNA7 CLCN3 CLCN5 CLEC10A CLEC4F CLEC4M CLEC7A CLEC9A CLINT1 CLIP3 CLN3 CLN8 CLTA CLTB CLTC CLTCL1 CLTRN CLU CNGA3 CNN2 CNTN2 COLEC10 COLEC11 COLEC12 CORO1A CORO1C CREG1 CRP CRYBA1 CSK CSNK1D CSNK1E CSNK1G1 CSNK1G2 CSNK1G3 CTBP1 CTSL CTTN CUBN CXCL16 CXCL8 CXCR1 CXCR2 CYBA CYTH2 DAB2 DBNL DENND1A DENND1B DENND1C DGKD DGKQ DKK1 DLG1 DLG4 DLL1 DMBT1 DNAJC13 DNAJC6 DNER DNM1 DNM1L DNM2 DNM3 DOCK1 DOCK2 DPP4 DPYSL2 DRD1 DRD2 DRD3 DRD4 DTNBP1 DYSF EEA1 EEF2K EFNB2 EGF EGFEM1P EHBP1 EHD1 EHD2 EHD3 EHD4 EIF2AK1 ELANE ELMO1 ELMO2 ELMO3 ENDOU ENPP1 ENPP2 ENTHD1 ENTREP1 EPHA3 EPN1 EPN2 EPN3 EPRS1 EPS15 EPS15L1 EQTN ESYT2 EZR F2RL1 FABP3 FCER1G FCER2 FCGR1A FCGR2B FCHO1 FCHO2 FCHSD2 FCN1 FCN2 FCN3 FGR FKBP15 FLOT1 FMR1 FNBP1 FNBP1L FOLR1 FPR2 FXYD2 FYN GAK GAPVD1 GAS6 GATA2 GDNF GFAP GH1 GHR GPC3 GPM6B GPR107 GRB2 GREM1 GRIA1 GRK2 GRK3 GRK4 GRM1 GRM6 GSG1L GSN GTF2H2 GULP1 H1-1 HAVCR1 HCK HCN2 HCN4 HEATR5A HEATR5B HFE HGS HIP1 HIP1R HMGB1 HMMR HNRNPK HOOK2 HPCA HRAS HSPG2 HTR1B HTR2B ICAM3 ICAM5 IFNG IGF2R IL10RA IL15 IL15RA IL1B IL2RB IL2RG IL4 ILDR1 INPP5F INPPL1 INSR IRF8 IRS2 ISCU ITCH ITGA2 ITGA4 ITGAL ITGAM ITGAV ITGB1 ITGB2 ITGB3 ITSN1 ITSN2 JMJD6 JPT2 KCNE2 KCNH2 KCNJ1 KCNJ10 KCNJ11 KCNJ12 KCNJ13 KCNJ14 KCNJ15 KCNJ16 KCNJ18 KCNJ2 KCNJ3 KCNJ4 KCNJ5 KCNJ6 KCNJ8 KCNJ9 KCNK5 KCNK9 KCNQ1 LBP LDLR LDLRAD3 LDLRAP1 LEP LEPR LETMD1 LGALS3 LGALS3BP LILRB1 LILRB4 LIMK1 LIPA LMAN2 LMBR1L LMBRD1 LPAR1 LRP1 LRP10 LRP12 LRP1B LRP2 LRP3 LRP4 LRP5 LRP6 LRP8 LRPAP1 LRRC8A LRRC8C LRRC8D LRRC8E LRRK2 LRRTM1 LRRTM2 LRSAM1 LY75 LYAR LYN LYST LYVE1 M6PR MAGI2 MAPK1 MAPK3 MAPKAPK2 MAPKAPK3 MARCHF2 MARCHF3 MARCO MBL2 MCTP1 MEGF10 MERTK MESD MET MFGE8 MIA3 MIB1 MICALL1 MIR103A1 MIR17 MIR181B1 MIR183 MIR185 MIR199A1 MIR200C MIR205 MIR208A MIR208B MIR20A MIR210 MIR24-1 MIR27A MIR27B MIR448 MIR92B MKLN1 MLC1 MRC1 MRC2 MS4A1 MSR1 MST1R MTMR2 MTMR6 MTMR9 MYCBPAP MYD88 MYH9 MYO18A MYO1E MYO1G MYO6 MYO7A NALF1 NALF2 NCF2 NCF4 NCKAP1L NCKIPSD NDP NECAB2 NECAP1 NECAP2 NEDD4 NEDD4L NEU3 NEURL1B NEURL3 NLGN1 NLGN2 NLGN3 NLGN4X NLGN4Y NME1 NOD2 NOS1 NOSTRIN NPC1 NR1H2 NR1H3 NTF3 NTSR1 NUMB OCIAD1 OCIAD2 OLR1 OPHN1 P2RX1 P2RX7 P2RY6 PACSIN1 PACSIN2 PACSIN3 PAK1 PARK7 PCSK9 PDLIM7 PEAR1 PECAM1 PER2 PI4KB PICALM PICK1 PIK3C2A PIK3C3 PIK3CA PIK3CB PIK3CG PIKFYVE PIP4P2 PIP5K1A PIP5K1C PLA2G5 PLA2G6 PLA2R1 PLCG2 PLD2 PLD4 PLPP4 PLSCR1 PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PPT1 PRG4 PRKCD PRKCE PRKCG PRKD1 PRKN PRNP PROM2 PRTN3 PSEN1 PSTPIP1 PTK2 PTPN1 PTPRC PTPRJ PTX3 PYCARD RAB11FIP2 RAB14 RAB17 RAB1A RAB20 RAB21 RAB22A RAB27A RAB27B RAB31 RAB34 RAB39A RAB3B RAB4A RAB4B RAB5A RAB5B RAB5C RAB7A RAB7B RABEP1 RABEP2 RABEPK RABGAP1L RABGEF1 RAC1 RAC3 RACK1 RALA RALB RALBP1 RAMP1 RAMP2 RAMP3 RARA REPS1 REPS2 RGS2 RGS4 RHOBTB1 RHOBTB2 RHOJ RHOQ RHOU RHOV RIN1 RIN2 RIN3 RINL RIT2 RNASEK ROCK1 RPS6KB1 RSPO1 RUBCN RUFY1 RUFY2 SAG SCAMP1 SCAMP5 SCARA3 SCARA5 SCARB1 SCARB2 SCARF1 SCARF2 SCN10A SCN11A SCN1A SCN2A SCN3A SCN4A SCN5A SCN7A SCN8A SCN9A SCNN1A SCNN1B SCNN1D SCNN1G SCRIB SCYL2 SDC1 SDCBP SELE SERPINE1 SFRP4 SFTPA1 SFTPD SGIP1 SH3BP1 SH3BP4 SH3GL1 SH3GL2 SH3GL3 SH3KBP1 SHH SIGLEC1 SIRPA SIRPB1 SIRPG SLAMF1 SLC11A1 SLC12A1 SLC12A2 SLC12A3 SLC12A4 SLC12A5 SLC12A6 SLC12A7 SLC12A8 SLC15A1 SLC15A2 SLC15A3 SLC15A4 SLC16A2 SLC17A7 SLC17A8 SLC18A1 SLC18A2 SLC18A3 SLC18B1 SLC19A1 SLC1A1 SLC1A2 SLC1A3 SLC1A4 SLC1A5 SLC1A6 SLC1A7 SLC22A1 SLC22A2 SLC22A3 SLC22A4 SLC24A1 SLC24A2 SLC24A4 SLC27A1 SLC27A2 SLC27A4 SLC27A5 SLC28A1 SLC29A1 SLC29A2 SLC29A4 SLC2A1 SLC2A10 SLC2A3 SLC2A4 SLC2A5 SLC30A1 SLC34A1 SLC36A1 SLC36A4 SLC38A1 SLC38A2 SLC38A3 SLC38A4 SLC38A5 SLC39A10 SLC39A11 SLC39A12 SLC39A14 SLC39A4 SLC39A5 SLC39A6 SLC39A8 SLC3A2 SLC43A1 SLC43A2 SLC46A1 SLC46A2 SLC47A1 SLC5A1 SLC5A2 SLC5A3 SLC5A6 SLC6A1 SLC6A11 SLC6A12 SLC6A13 SLC6A14 SLC6A2 SLC6A20 SLC6A3 SLC6A4 SLC6A5 SLC6A6 SLC6A9 SLC7A1 SLC7A11 SLC7A2 SLC7A3 SLC7A5 SLC7A8 SLC8A1 SLC8A2 SLC8A3 SLC9A1 SLC9A2 SLC9A3 SLC9A4 SLC9A5 SLC9A6 SLC9A7 SLC9A9 SLC9B2 SLC9C1 SLC9C2 SMAP1 SMPD1 SNAP25 SNAP91 SNCA SNCB SNCG SNX1 SNX10 SNX12 SNX17 SNX18 SNX3 SNX33 SNX5 SNX9 SOD1 SORL1 SORT1 SPACA3 SPG11 SPHK1 SPON2 SPX SRC SRPX SSC5D STAB1 STAB2 STAP1 STBD1 STEAP2 STON1 STON2 STRA6 STX1A STX1B SURF4 SYK SYNE1 SYNGR3 SYNJ1 SYNJ2 SYNJ2BP SYNRG SYP SYT1 SYT11 SYT2 SYT4 SYT5 SYT7 SYT8 TAFA4 TBC1D24 TBC1D2B TBC1D5 TEX261 TF TFR2 TFRC TGM2 THBS1 TICAM2 TIMD4 TLR2 TLR4 TM9SF4 TMEM108 TMEM175 TNF TNK2 TOM1 TOR1A TPCN1 TPCN2 TREM2 TREX1 TRIP10 TRPM1 TRPM2 TRPM4 TRPV1 TRPV2 TRPV3 TRPV4 TRPV5 TRPV6 TSC2 TSG101 TSPO2 TUB TULP1 TUSC2 TYRO3 TYROBP UBE3A UBQLN2 UNC119 UNC13D USH1G USP20 USP33 VAC14 VAMP2 VAMP4 VAMP7 VAV1 VAV2 VAV3 VEGFA VIPAS39 VLDLR VPS28 VPS33B VTN WASF1 WASF2 WASL WDR54 WNT3A WNT5A XKR4 XKR5 XKR6 XKR7 XKR8 XKR9 YES1 ZFYVE16 ZFYVE9 GOBP_IMPORT_INTO_NUCLEUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_IMPORT_INTO_NUCLEUS ABRA AKIRIN2 AKT1 ANGPT1 APOD APPL1 APPL2 ATF2 BACH2 BAG3 BCL3 BMP4 CABP1 CBLB CD36 CDAN1 CDH1 CDK1 CDKN1A CHP1 CHP2 CRY2 CSE1L DMAP1 DRD1 E2F3 ECT2 EFCAB7 EIF4ENIF1 ELAVL1 EP300 FAM53A FAM53B FAM53C FERMT1 FGF9 FLNA GCKR GLI3 HCLS1 HDAC3 HEATR3 HIKESHI HNRNPA1 HSP90AA1 HTATIP2 HYAL2 IFNG IL33 ING1 IPO11 IPO13 IPO4 IPO5 IPO7 IPO8 IPO9 JAK2 JUP KCNQ3 KPNA1 KPNA2 KPNA3 KPNA4 KPNA5 KPNA6 KPNA7 KPNB1 LEP LMNA LRRK2 MAPK14 MAVS MDFIC MED1 MMP12 NF1 NFKBIA NOTCH1 NPAP1 NUP107 NUP133 NUP153 NUP155 NUP188 NUP214 NUP35 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 NUTF2 PHB2 PIK3R1 PIK3R2 PKIA PKIG PML POLA2 POM121 POM121B POM121C POM121L2 PPP1R10 PPP3CA PPP3R1 PRICKLE1 PRKAG1 PRKCD PRKD1 PSEN1 PTGS2 PTTG1IP RAB23 RAN RANBP17 RANBP2 RANBP6 RANGRF RBM22 RGPD1 RGPD2 RGPD3 RGPD4 RGPD5 RGPD6 RGPD8 RPAIN RPL23 SEC13 SHH SIRT6 SIX2 SMAD3 SMO SNUPN SPG11 SPRN SQSTM1 STAT3 STK3 STK4 SUFU SUMO1 SYK TARDBP TGFB1 TMCO6 TNPO1 TNPO2 TNPO3 TP53 TPR TRAF3IP2 TRIM28 TSC2 TXNIP UBR5 UFM1 ZC3H12A ZIC1 ZPR1 GOBP_IMP_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_IMP_BIOSYNTHETIC_PROCESS ADSL AMPD1 AMPD2 AMPD3 APRT ATIC GART HPRT1 PAICS PFAS PPAT GOBP_IMP_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_IMP_CATABOLIC_PROCESS NT5C NT5C1A NT5C2 PNP XDH GOBP_IMP_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_IMP_METABOLIC_PROCESS ADSL ADSS1 ADSS2 AMPD1 AMPD2 AMPD3 APRT ATIC GART HPRT1 NT5C NT5C1A NT5C2 PAICS PFAS PNP PPAT XDH GOBP_IMP_SALVAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_IMP_SALVAGE AMPD1 AMPD2 AMPD3 APRT HPRT1 GOBP_INCLUSION_BODY_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INCLUSION_BODY_ASSEMBLY BAG3 BAG5 CDC34 CLU DNAJA4 DNAJB1 DNAJB2 DNAJB6 DNAJB8 HDAC6 HSF1 HSPA1A HSPA1B HSPA2 IFNB1 MAPT PRKN PSMC6 SACS SNCAIP SORL1 TRIM37 UBD VCP GOBP_INDOLALKYLAMINE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INDOLALKYLAMINE_METABOLIC_PROCESS AANAT ACMSD AFMID ASMT ATP7A GCDH HAAO IDO1 IDO2 IL4I1 KMO KYNU TDO2 GOBP_INDOLE_CONTAINING_COMPOUND_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INDOLE_CONTAINING_COMPOUND_BIOSYNTHETIC_PROCESS AANAT ALDH2 ASMT DDC TPH1 TPH2 GOBP_INDOLE_CONTAINING_COMPOUND_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INDOLE_CONTAINING_COMPOUND_METABOLIC_PROCESS AANAT ACMSD AFMID ALDH2 ASMT ATP7A BTBD9 DDC GCDH GRIN2A HAAO HTR1A IDO1 IDO2 IL4I1 KMO KYNU PDE1B RNF180 SLC34A1 SRD5A1 TDO2 TPH1 TPH2 GOBP_INDUCTION_OF_BACTERIAL_AGGLUTINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INDUCTION_OF_BACTERIAL_AGGLUTINATION DMBT1 FGA FGB RNASE2 RNASE3 SPON2 GOBP_INDUCTION_OF_POSITIVE_CHEMOTAXIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INDUCTION_OF_POSITIVE_CHEMOTAXIS AGER ARTN AZU1 CXCL12 CXCL8 FGF10 IL16 NTF3 PGF SCG2 VEGFA VEGFB VEGFC VEGFD GOBP_INFLAMMASOME_MEDIATED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INFLAMMASOME_MEDIATED_SIGNALING_PATHWAY ATAT1 BRCC3 BTK CARD8 CD36 CPTP CSNK1A1 DDX3X DHX33 EIF2AK2 FBXL2 GBP2 GBP5 HSPA8 IRGM KCNJ8 MAPK8 MARK4 MAVS MEFV MYD88 NEK7 NLRC3 NLRP1 NLRP2B NLRP3 NLRP6 PLCG2 PPP2CA PRKD1 PTPN22 PYCARD PYDC1 PYDC2 PYDC5 SIRT2 STMP1 TLR4 TLR6 TREM2 TRIM11 TRIM31 USP50 ZDHHC12 GOBP_INFLAMMATORY_CELL_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INFLAMMATORY_CELL_APOPTOTIC_PROCESS ANXA1 CCR5 CDKN2A CTSL CXCR2 FASLG GHSR HCAR2 IL6 IRF3 IRF7 ITPKB MEF2C MIAT MIRLET7B NOD2 PIK3CB PIK3CD PLEKHO2 SELENOS SIRT1 SLC7A11 ST6GAL1 ZMPSTE24 GOBP_INFLAMMATORY_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INFLAMMATORY_RESPONSE A2M ABCC1 ABCD1 ABCD2 ABCF1 ABHD12 ACE2 ACER3 ACKR1 ACKR2 ACOD1 ACP5 ACVR1 ADA ADAM8 ADAMTS12 ADCY1 ADCY7 ADCY8 ADGRE2 ADGRE5 ADIPOQ ADM ADORA1 ADORA2A ADORA2B ADORA3 AFAP1L2 AGER AGR2 AGT AGTR1 AGTR2 AHR AHSG AIF1 AIM2 AIMP1 AKNA AKT1 ALOX15 ALOX5 ALOX5AP ANO6 ANXA1 AOAH AOC3 AP3B1 APCS APOA1 APOD APOE APOL2 APOL3 APP APPL1 APPL2 AREL1 ARMH4 ARNT ASH1L ASS1 ATAT1 ATM ATRN AXL AZU1 B4GALT1 BAP1 BCL6 BCR BDKRB1 BDKRB2 BIRC2 BIRC3 BLNK BMP2 BMP6 BMPR1B BPGM BRCC3 BRD4 BST1 BTK C1QA C1QTNF12 C1QTNF3 C2CD4A C2CD4B C3 C3AR1 C4A C4B C5 C5AR1 C5AR2 CALCA CAMK1D CAMK2N1 CAMK4 CARD16 CARD18 CARD8 CARD9 CASP1 CASP4 CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL3 CCL3L1 CCL3L3 CCL4 CCL5 CCL7 CCL8 CCN3 CCN4 CCR1 CCR2 CCR3 CCR4 CCR5 CCR6 CCR7 CCRL2 CD14 CD163 CD180 CD200 CD200R1 CD200R1L CD28 CD36 CD40 CD40LG CD44 CD47 CD5L CD6 CD68 CD81 CD96 CDH5 CDO1 CEBPA CEBPB CELA1 CELF1 CERS6 CHI3L1 CHIA CHID1 CHRNA7 CHST1 CHST2 CHST4 CHUK CLEC7A CLOCK CLU CMA1 CMKLR1 CNR1 CNR2 CNTF CPTP CREB3L3 CRH CRHBP CRP CSF1 CSF1R CSNK1A1 CSRP3 CST7 CTNNBIP1 CTSC CUEDC2 CUL3 CX3CL1 CX3CR1 CXCL1 CXCL10 CXCL11 CXCL13 CXCL17 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 CXCR2 CXCR3 CXCR4 CXCR6 CYBA CYBB CYLD CYP19A1 CYP26B1 CYSLTR1 DAB2IP DAGLA DAGLB DDT DDX3X DEFB114 DHRS7B DHX33 DHX9 DNASE1 DNASE1L3 DPEP1 DROSHA DUOXA1 DUOXA2 DUSP10 ECM1 EDNRB EIF2AK1 EIF2AK2 ELANE ELF3 ELF4 ENPP3 EPHA2 EPHB2 EPO ESR1 ETS1 EXT1 EXTL3 EZH2 F11R F12 F2 F2R F2RL1 F3 F8 FABP4 FANCA FANCD2 FASN FBXL2 FCER1A FCGR1A FCGR2B FCGR3A FEM1A FFAR2 FFAR3 FFAR4 FGR FN1 FNDC4 FOLR2 FOS FOSL1 FOSL2 FOXF1 FOXP1 FOXP3 FPR1 FPR2 FPR3 FURIN FUT4 FUT7 FXR1 FYN GAS5 GATA3 GBA1 GBP2 GBP5 GGT1 GGT2P GGT3P GGT5 GHRL GHSR GIT1 GNAT2 GPER1 GPR17 GPR31 GPR32 GPR32P1 GPR33 GPR4 GPR68 GPRC5B GPS2 GPSM3 GPX1 GRN GSDMD GSTP1 H19 H2BC1 HAMP HAVCR2 HCK HDAC4 HDAC5 HDAC9 HFE HGF HIF1A HK1 HLA-DRB1 HLA-E HMGB1 HMGB2 HMOX1 HNRNPA0 HP HRH1 HRH4 HSPA8 HSPG2 HYAL1 HYAL2 HYAL3 IDO1 IER3 IFI16 IFI35 IFNA2 IFNG IFNGR1 IFNGR2 IGF1 IGHE IGHG1 IKBKB IKBKG IL10 IL10RA IL10RB IL12B IL13 IL15 IL16 IL17A IL17B IL17C IL17D IL17F IL17RA IL17RC IL17RE IL18 IL18R1 IL18RAP IL1A IL1B IL1F10 IL1R1 IL1R2 IL1RAP IL1RL1 IL1RL2 IL1RN IL2 IL20 IL20RB IL21 IL22 IL22RA1 IL22RA2 IL23A IL23R IL25 IL27 IL2RA IL31RA IL33 IL34 IL36A IL36B IL36G IL36RN IL37 IL4 IL4R IL5 IL5RA IL6 IL6R IL6ST IL9 INS IRAK2 IRF3 IRF5 IRGM ISL1 ITCH ITGAL ITGAM ITGB1 ITGB2 ITGB6 ITIH4 JAK2 JAM3 KARS1 KCNJ8 KDM6B KIT KLF4 KLKB1 KLRG1 KNG1 KPNA6 KRT1 KRT16 LACC1 LARGE1 LAT LBP LDLR LEP LETMD1 LGALS1 LGALS2 LGALS9 LIAS LILRA5 LILRB4 LIPA LOXL3 LPCAT3 LPL LRFN5 LRP1 LRRC19 LRRK2 LTA LTB4R LXN LY75 LY86 LY96 LYN LYZ MACIR MAP2K3 MAP3K7 MAPK13 MAPK14 MAPK7 MAPK8 MAPK9 MAPKAPK2 MAPT MARK4 MAS1 MAVS MBL2 MCPH1 MDK MEFV MEP1B METRNL MFHAS1 MGLL MGST2 MIF MIR105-1 MIR125A MIR126 MIR128-1 MIR129-1 MIR130B MIR135A1 MIR136 MIR138-1 MIR140 MIR141 MIR142 MIR144 MIR145 MIR146A MIR149 MIR15A MIR15B MIR16-1 MIR17 MIR181A2 MIR181B1 MIR181C MIR187 MIR195 MIR197 MIR199A1 MIR19A MIR19B1 MIR203A MIR204 MIR205 MIR206 MIR20A MIR21 MIR22 MIR221 MIR222 MIR223 MIR26A1 MIR302E MIR30C2 MIR31 MIR324 MIR338 MIR361 MIR378A MIR3909 MIR4286 MIR488 MIR590 MIR657 MIR675 MIR6869 MIR766 MIR920 MIR92A1 MIR93 MIR98 MIRLET7G MKRN2 MMP25 MMP26 MMP3 MMP8 MMP9 MRGPRX1 MSMP MTOR MVK MYD88 MYLK3 NAGLU NAIP NAPEPLD NCF1 NCR3 NDFIP1 NDP NDST1 NEAT1 NEK7 NFAM1 NFATC3 NFATC4 NFE2L2 NFKB1 NFKB2 NFKBIA NFKBIB NFKBID NFKBIZ NFX1 NINJ1 NKG7 NKIRAS2 NLRC3 NLRC4 NLRP1 NLRP10 NLRP11 NLRP12 NLRP13 NLRP14 NLRP2 NLRP2B NLRP3 NLRP4 NLRP5 NLRP6 NLRP7 NLRP8 NLRP9 NLRX1 NMI NOD1 NOD2 NOS2 NOTCH1 NOTCH2 NOX1 NOX4 NPY5R NR1D1 NR1D2 NR1H3 NR1H4 NR3C1 NR4A1 NRROS NT5E NUPR1 ODAM OLR1 ORM1 ORM2 OSM OSMR OTULIN P2RX1 P2RX7 PARK7 PARP4 PBK PBXIP1 PDCD4 PDE2A PER1 PF4 PF4V1 PGLYRP1 PGLYRP2 PIK3AP1 PIK3CD PIK3CG PJA2 PLA2G10 PLA2G2A PLA2G2D PLA2G2E PLA2G3 PLA2G4B PLA2G4C PLA2G7 PLAA PLCG1 PLCG2 PLD3 PLD4 PLGRKT PLK2 PLP1 PLSCR1 PNMA1 POLB POMGNT1 POMT2 PPARA PPARD PPARG PPBP PPP2CA PRCP PRDX2 PRDX5 PRKCD PRKCQ PRKCZ PRKD1 PROC PROK2 PSEN1 PSG9 PSMA1 PSMA6 PSMB4 PSTPIP1 PTAFR PTGDR PTGER1 PTGER2 PTGER3 PTGER4 PTGES PTGFR PTGIR PTGIS PTGS2 PTN PTPN2 PTPN22 PTPN6 PTPRC PTX3 PXK PYCARD PYDC1 PYDC2 PYDC5 RAB44 RABGEF1 RAC1 RARRES2 RASGRP1 RB1 RBPJ REG3A REG3G REL RELA RELB RHBDD3 RHBDF2 RICTOR RIPK1 RIPK2 RORA RPS19 RPS6KA4 RPS6KA5 S100A12 S100A8 S100A9 S1PR3 SAA1 SAA2 SAA4 SBNO2 SCG2 SCGB1A1 SCN11A SCN9A SCNN1B SCUBE1 SCYL1 SCYL3 SELE SELENOS SELP SEMA7A SERPINA1 SERPINA3 SERPINE1 SERPINF2 SETD4 SETD6 SHARPIN SHPK SIGIRR SIGLEC1 SIGLEC10 SIRPA SIRT2 SLAMF1 SLAMF8 SLC11A1 SLC18A2 SLC39A8 SMAD1 SMAD3 SMO SMPDL3B SNAP23 SNCA SNX4 SNX6 SOCS3 SOCS5 SOD1 SPATA2 SPHK1 SPINK7 SPN SRC STAB1 STAP1 STAT3 STAT5B STING1 STK39 STMP1 SUCNR1 SYK SYT11 TAB2 TAC1 TAC4 TACR1 TAFA3 TBK1 TBXA2R TCIRG1 TEK TFR2 TFRC TGFB1 THBS1 THEMIS2 TICAM1 TICAM2 TIMP1 TIRAP TLR1 TLR10 TLR2 TLR3 TLR4 TLR5 TLR6 TLR7 TLR8 TLR9 TMED2 TMEM258 TMIGD3 TMSB4X TNC TNF TNFAIP3 TNFAIP6 TNFAIP8L2 TNFRSF11A TNFRSF1A TNFRSF1B TNFRSF4 TNFSF11 TNFSF18 TNFSF4 TNIP1 TNIP2 TNIP3 TOLLIP TPST1 TRADD TRAF3IP2 TREM2 TREX1 TRIL TRIM11 TRIM31 TRIM45 TRIM55 TRIM65 TRPV1 TRPV4 TSLP TSPAN18 TSPAN2 TTBK1 TUSC2 TXNIP TYRO3 TYROBP UFL1 UGT1A1 UMOD UNC13D USP18 USP50 VAMP2 VAMP3 VAMP7 VAMP8 VCAM1 VNN1 VPS35 VPS54 WDR83 WFDC1 WNK4 WNT5A XCL1 XCL2 XCR1 XIAP YES1 ZBP1 ZC3H12A ZDHHC12 ZEB2 ZFP36 ZNF580 ZP3 GOBP_INFLAMMATORY_RESPONSE_TO_ANTIGENIC_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INFLAMMATORY_RESPONSE_TO_ANTIGENIC_STIMULUS A2M BTK C3 CCR7 CD28 CD6 CD68 CD81 CNR1 CXCR2 CYSLTR1 ELANE EXT1 FCER1A FCGR1A FCGR2B FCGR3A FGR FOSL2 FURIN FUT7 FYN GPR17 GPX1 HCK HLA-DRB1 HLA-E HMGB1 HMGB2 IGHG1 IL10 IL12B IL1F10 IL1RN IL20RB IL25 IL2RA IL31RA IL36A IL36B IL36G IL36RN IL37 IL5RA KARS1 KDM6B LTA LYN MAPK14 MIR105-1 MIR19A MIR19B1 MIR302E MIR6869 MKRN2 NLRP6 NOD2 NOTCH1 NOTCH2 NPY5R PARK7 PLA2G2D PLCG1 PLK2 PNMA1 PSMA1 PSMB4 RAB44 RASGRP1 RBPJ RHBDF2 SELENOS SPN SRC SYK TNF TREM2 TREX1 YES1 ZP3 GOBP_INFLAMMATORY_RESPONSE_TO_WOUNDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INFLAMMATORY_RESPONSE_TO_WOUNDING ALOX5 CCR2 EXTL3 F2R GIT1 GRN HIF1A HMOX1 IL17A IL1A IL33 IL6 MAPK9 MDK MIR17 MIR21 NFKBIZ PPARG PTPN6 REG3A SIGLEC10 STAT3 TGFB1 TIMP1 TLR3 TLR4 TNF WDR83 GOBP_INHIBITION_OF_NEUROEPITHELIAL_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INHIBITION_OF_NEUROEPITHELIAL_CELL_DIFFERENTIATION DLL1 HES1 JAG1 NODAL NOTCH1 GOBP_INHIBITORY_POSTSYNAPTIC_POTENTIAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INHIBITORY_POSTSYNAPTIC_POTENTIAL ABAT ADORA2A CHRNA2 CHRNA4 DRD4 GLRA1 GRIK2 INSYN1 INSYN2A INSYN2B NLGN2 NLGN3 NPAS4 NTSR1 RIMS1 RIMS2 UNC13B GOBP_INHIBITORY_SYNAPSE_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INHIBITORY_SYNAPSE_ASSEMBLY CBLN1 CBLN4 CLSTN2 FGF13 GABRA1 GABRA2 GABRB2 GABRB3 GABRG2 HAPLN4 LGI2 LHFPL4 NLGN2 NPAS4 PLXNB1 SEMA4A SEMA4D SRGAP2 SRGAP2C WNT5A GOBP_INNATE_IMMUNE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INNATE_IMMUNE_RESPONSE A2M ACOD1 ACTG1 ACTR2 ACTR3 ADAM15 ADAM8 ADAMTS13 ADAR ADARB1 ADGRB1 AIF1 AIM2 AKAP1 AKAP8 AKIRIN2 AKT1 ALPK1 ANG ANKHD1 ANKRD17 ANXA1 AP1G1 AP3B1 APCS APOA4 APOBEC3A APOBEC3B APOBEC3C APOBEC3D APOBEC3F APOBEC3G APOBEC3H APOE APOL1 APPL1 APPL2 AQP4 ARG1 ARG2 ARHGEF2 ARID5A ARL8B ARRB2 ASS1 ATAD3A ATAT1 ATG12 ATG5 ATP1B1 AURKB AXL AZI2 BANF1 BCL10 BIRC2 BIRC3 BLK BPI BPIFA1 BPIFB1 BPIFB3 BPIFC BRCC3 BST2 BTK C1QA C1QB C1QBP C1QC C1R C1RL C1S C2 C3 C4A C4B C4BPA C4BPB C5 C6 C7 C8A C8B C8G C9 CACTIN CADM1 CALCOCO2 CALM1 CAMK2A CAMP CARD8 CARD9 CASP1 CASP4 CASP6 CASP8 CAV1 CCDC92 CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL3 CCL3L1 CCL3L3 CCL4 CCL5 CCL7 CCL8 CD14 CD160 CD177 CD180 CD1D CD2 CD209 CD226 CD244 CD300A CD300LF CD36 CD40 CD46 CD47 CD55 CD58 CD6 CD74 CD84 CD96 CDC37 CDC42 CDC42EP2 CDC42EP4 CEACAM1 CEBPG CEP63 CFB CFD CFH CFHR5 CFI CFP CGAS CH25H CHGA CHID1 CHUK CIITA CITED1 CLDN1 CLEC10A CLEC12B CLEC2A CLEC4A CLEC4C CLEC4D CLEC4E CLEC4M CLEC5A CLEC6A CLEC7A CLNK CLPB CLU CNOT7 CNPY3 COLEC10 COLEC11 COLEC12 CORO1A CPTP CR1 CR2 CRCP CREBBP CRISP3 CRK CRP CRTAM CSF1 CSF1R CSNK1A1 CTSS CX3CL1 CX3CR1 CXCL10 CXCL16 CYBA CYBB CYBC1 CYLD CYP27B1 DAB2IP DAPK1 DAPK3 DCST1 DDX1 DDX21 DDX3X DDX60 DEFA1 DEFA1B DEFA3 DEFA4 DEFA5 DEFA6 DEFB1 DEFB104A DEFB104B DEFB105A DEFB105B DEFB106A DEFB106B DEFB107A DEFB107B DEFB108A DEFB108B DEFB110 DEFB112 DEFB113 DEFB114 DEFB116 DEFB118 DEFB119 DEFB121 DEFB123 DEFB124 DEFB125 DEFB126 DEFB127 DEFB128 DEFB131A DEFB131B DEFB132 DEFB133 DEFB134 DEFB135 DEFB136 DEFB4A DHX15 DHX16 DHX33 DHX36 DHX58 DHX9 DMBT1 DRD2 DTX3L DTX4 DUS2 DUSP10 ECSIT EDN1 EIF2AK2 EIF4E2 ENDOD1 EP300 EPG5 EPRS1 ERAP1 ERBIN EREG ESR1 F12 F2RL1 FADD FAM3A FASLG FAU FBXL2 FBXO9 FCER1G FCGR1A FCGR2B FCGR3A FCN1 FCN2 FCN3 FCRL3 FFAR2 FGA FGB FGR FLNB FLOT1 FLOT2 FOSL1 FOSL2 FPR2 FRK FYN G3BP1 G3BP2 GAPDH GARIN5A GATA3 GBP1 GBP2 GBP3 GBP4 GBP5 GBP6 GBP7 GCH1 GFER GFI1 GIGYF2 GP2 GPATCH3 GPER1 GPR108 GPS2 GRAMD4 GRN GSDMD GSN GZMB GZMM H2BC10 H2BC11 H2BC12 H2BC12L H2BC21 H2BC4 H2BC6 H2BC7 H2BC8 HAVCR2 HCK HDAC4 HERC5 HEXIM1 HK1 HLA-A HLA-B HLA-C HLA-DPA1 HLA-E HLA-F HLA-G HMGB1 HMGB2 HMGB3 HPX HSP90AA1 HSPA1A HSPA1B HSPA8 HSPD1 IFI16 IFI27 IFI35 IFI6 IFIH1 IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 IFITM2 IFITM3 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR1 IFNAR2 IFNB1 IFNE IFNG IFNGR1 IFNGR2 IFNK IFNL1 IFNL2 IFNL3 IFNL4 IFNLR1 IFNW1 IGHM IKBKB IKBKE IKBKG IL10RB IL12A IL12B IL12RB1 IL17A IL17F IL17RA IL18 IL18RAP IL1RAP IL1RL2 IL21 IL23A IL23R IL27 IL34 IL36A IL36B IL36G IL36RN IL4 ILRUN INAVA INS IPO5 IPO7 IRAK1 IRAK2 IRAK3 IRAK4 IRF1 IRF3 IRF4 IRF5 IRF7 IRF8 IRGM ISG15 ISG20 ITCH ITGAM JAK1 JAK2 JAK3 JCHAIN KAT5 KCNJ8 KIF5B KIR2DL4 KIR2DS2 KIR3DL1 KLRB1 KLRC1 KLRC2 KLRC3 KLRC4 KLRC4-KLRK1 KLRD1 KLRF2 KLRG1 KLRK1 KRT1 KRT16 KYNU LACC1 LAG3 LAMP1 LBP LCK LCN2 LEP LGALS3 LGALS9 LGR4 LILRA2 LILRA4 LILRA5 LILRB1 LRCH4 LRP8 LRRC14 LRRC19 LSM14A LTF LY86 LY9 LY96 LYAR LYN LYST MALT1 MAP2K6 MAP3K5 MAP3K7 MAP4K2 MAPK8 MAPKAPK2 MAPKAPK3 MARCHF2 MARCO MARK4 MASP1 MASP2 MATR3 MAVS MBL2 MCOLN2 MED1 MEFV METTL3 MFHAS1 MICA MID2 MIF MIR140 MIR146A MIR149 MIR17 MIR181B1 MIR19A MIR20A MIR21 MIR520B MIR520E MIR708 MIR758 MIRLET7B MMP12 MMP3 MNDA MORC3 MPEG1 MR1 MRC1 MSRB1 MST1R MUL1 MX1 MX2 MYD88 MYO1C N4BP1 N4BP3 NAGK NAGLU NAIP NCF1 NCF2 NCK1 NCR1 NCR3 NECTIN2 NEDD4 NEK7 NEURL3 NFE2L2 NFKB1 NFKB2 NFKBIA NFKBIL1 NFKBIZ NINJ1 NKG7 NLRC3 NLRC4 NLRC5 NLRP1 NLRP10 NLRP2 NLRP2B NLRP3 NLRP4 NLRP6 NLRP9 NLRX1 NMB NMBR NMI NOD1 NOD2 NONO NOP53 NOS2 NPLOC4 NQO1 NR1D1 NR1H2 NR1H3 NR1H4 NRROS NUB1 OAS1 OAS2 OAS3 OASL OPTN OTOP1 OTUD4 OTULIN PADI4 PAK1 PAK2 PAK3 PARP1 PARP14 PARP9 PCBP2 PDE12 PDPK1 PELI1 PELI3 PGLYRP1 PGLYRP2 PGLYRP3 PGLYRP4 PHB1 PHB2 PI3 PIK3AP1 PIK3CD PIK3CG PIK3R1 PIK3R6 PJA2 PLA2G1B PLA2G2F PLA2G5 PLCG2 PLD4 PLEKHM2 PLPP6 PLSCR1 PML POLR3A POLR3B POLR3C POLR3D POLR3E POLR3F POLR3G POLR3H POLR3K PPARG PPP1R14B PPP2CA PPP6C PQBP1 PRDM1 PRDX1 PRKCE PRKD1 PRKDC PSPC1 PSTPIP1 PTK6 PTPN1 PTPN11 PTPN2 PTPN22 PTPN6 PTPRS PTX3 PUM1 PUM2 PVR PYCARD PYDC1 PYDC2 PYDC5 PYHIN1 RAB11FIP2 RAB20 RAB27A RAB2B RAB43 RAB7B RAET1E RAET1G RAF1 RARRES2 RASGRP1 RBM14 RBM47 REG3G REL RELA RELB RFPL1 RFPL2 RFPL3 RFPL4A RFPL4AL1 RFTN1 RIGI RIOK3 RIPK2 RNASE2 RNASE3 RNASE6 RNASE7 RNASE8 RNASET2 RNF125 RNF135 RNF166 RNF185 RNF19B RPL13A RPL39 RPS19 RPS6KA3 RPS6KB1 RSAD2 RTN4 S100A12 S100A14 S100A8 S100A9 SAMD9 SAMHD1 SARM1 SCARA3 SCIMP SDHAF4 SEC14L1 SENP7 SERINC3 SERINC5 SERPINB4 SERPINB9 SERPING1 SETD2 SFPQ SFTPD SH2D1A SH2D1B SHFL SHMT2 SIGLEC10 SIN3A SIRPA SIRT2 SKP2 SLAMF1 SLAMF6 SLAMF7 SLAMF8 SLC11A1 SLC15A2 SLC15A3 SLC15A4 SLC22A5 SLC26A6 SLC30A8 SLC46A2 SLPI SMPD1 SMPDL3B SNCA SP100 SPI1 SPIRE1 SPON2 SRC SRMS SRPK1 SRPK2 SSC5D STAT1 STAT2 STAT5B STING1 STMP1 STX4 STX8 STXBP1 STXBP3 STXBP4 SUSD4 SYK SYNCRIP TANK TARBP2 TARM1 TASL TAX1BP1 TBK1 TBKBP1 TDGF1 TFEB TGFB1 TICAM1 TICAM2 TIFA TIRAP TKFC TLR1 TLR10 TLR2 TLR3 TLR4 TLR5 TLR6 TLR7 TLR8 TLR9 TMED1 TMEM106A TMEM126A TMEM33 TMEM43 TMEM45B TNF TNFAIP3 TNFAIP8L2 TNFRSF14 TNIP1 TNIP2 TNIP3 TOLLIP TOMM70 TP53 TRAF2 TRAF3 TRAF4 TRAF6 TRAFD1 TRDV1 TRDV2 TRDV3 TREM1 TREM2 TREML1 TREML4 TREX1 TRGV2 TRGV3 TRGV4 TRGV5 TRGV8 TRGV9 TRIL TRIM10 TRIM11 TRIM13 TRIM14 TRIM15 TRIM21 TRIM22 TRIM23 TRIM25 TRIM26 TRIM27 TRIM28 TRIM29 TRIM3 TRIM31 TRIM32 TRIM34 TRIM35 TRIM38 TRIM4 TRIM40 TRIM41 TRIM43 TRIM43B TRIM48 TRIM49 TRIM49B TRIM49C TRIM49D1 TRIM49D2 TRIM5 TRIM51 TRIM51G TRIM56 TRIM58 TRIM59 TRIM6 TRIM62 TRIM64 TRIM64B TRIM64C TRIM65 TRIM68 TRIM7 TRIM77 TRIM8 TRIML1 TRIML2 TSPAN6 TTC4 TTLL12 TUBB TUBB4B TXK TYK2 TYRO3 TYROBP UBA7 UBD UBE2K UBE2L6 UBE2N UBE2W UBL7 UBQLN1 UFD1 ULBP1 ULBP2 ULBP3 UMOD UNC13D UNC93B1 USP14 USP15 USP17L2 USP18 USP20 USP27X USP29 USP38 USP44 USP50 VAMP2 VAMP3 VAMP7 VAV1 VIM VNN1 VPS26B VSIG4 WAS WDFY1 WFDC10A WFDC10B WFDC11 WFDC12 WFDC13 WFDC2 WFDC3 WFDC5 WFDC9 WNT5A WRNIP1 XCL1 XCL2 XIAP XRCC5 XRCC6 YES1 YTHDF2 YTHDF3 YWHAZ ZAP70 ZBP1 ZBTB1 ZC3HAV1 ZCCHC3 ZDHHC1 ZDHHC11 ZDHHC12 ZDHHC18 ZDHHC5 ZNF683 ZNFX1 ZNRF1 ZNRF4 ZYX GOBP_INNATE_IMMUNE_RESPONSE_ACTIVATING_CELL_SURFACE_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INNATE_IMMUNE_RESPONSE_ACTIVATING_CELL_SURFACE_RECEPTOR_SIGNALING_PATHWAY ACOD1 APPL1 APPL2 BPIFB1 CD14 CHUK CLEC6A CLEC7A COLEC10 COLEC11 CREBBP CYBA DAB2IP ECSIT EP300 F2RL1 FCN1 FCN2 FCN3 FFAR2 FLOT1 FYN IFI35 IKBKB IRAK1 IRAK2 IRAK4 KIR2DS2 KLRC1 KLRC2 KLRC3 KLRC4 KLRC4-KLRK1 KLRD1 KLRK1 LBP LGALS9 LILRA2 LTF LY96 LYN MAP3K7 MBL2 MFHAS1 MIR140 MIR146A MIR149 MIR20A MIR708 MYD88 NAGLU NFKBIA NINJ1 NMI NOD2 NR1D1 NR1H3 OAS1 PAK1 PAK2 PAK3 PELI1 PIK3AP1 PIK3R1 PJA2 PLCG2 PRKCE PTPN22 RAB11FIP2 RAB7B RELA RIPK2 S100A14 SCIMP SRC SYK TICAM2 TIRAP TLR1 TLR2 TLR4 TLR5 TLR6 TMEM126A TNFAIP3 TNIP2 TNIP3 TRAF6 TREM2 TRIL TYROBP WDFY1 ZNRF1 GOBP_INNATE_IMMUNE_RESPONSE_IN_MUCOSA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INNATE_IMMUNE_RESPONSE_IN_MUCOSA APOA4 BPIFB1 CAMP DEFA1 DEFA1B DEFA3 DEFA4 DEFA5 DEFA6 DEFB1 FAU H2BC10 H2BC11 H2BC12 H2BC12L H2BC21 H2BC4 H2BC6 H2BC7 H2BC8 IL4 LTF NOD2 NOS2 PLA2G1B RNASE2 RNASE3 RPL39 GOBP_INNERVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INNERVATION ADARB1 CHD7 ECE1 EDN1 EDNRA FBXO45 GABRA5 GABRB2 ISL1 ITGA4 LRIG1 LRIG2 NPR2 NPTX1 NRP1 NTF4 NTRK1 POU4F1 PRKCG RET RNF165 SEMA3A SERPINE2 SLITRK6 SULF1 SULF2 VCAM1 GOBP_INNER_CELL_MASS_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INNER_CELL_MASS_CELL_DIFFERENTIATION CTR9 HNF1B LATS1 LATS2 NLE1 PRDM14 SOX17 TET1 GOBP_INNER_CELL_MASS_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INNER_CELL_MASS_CELL_PROLIFERATION BRCA2 CHEK1 COPS2 GINS1 GINS4 INTS1 NCAPG2 NDEL1 PALB2 PELO SALL4 SBDS TAF8 ZPR1 GOBP_INNER_DYNEIN_ARM_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INNER_DYNEIN_ARM_ASSEMBLY CCDC103 CCDC39 CCDC40 CFAP100 CFAP73 DNAAF1 DNAAF11 DNAAF2 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH2 DNAH7 DNAI3 TEKT2 ZMYND10 GOBP_INNER_EAR_AUDITORY_RECEPTOR_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INNER_EAR_AUDITORY_RECEPTOR_CELL_DIFFERENTIATION ANKRD24 ATOH1 BMP4 CDH23 CLRN1 CLRN2 DLL1 ESRP1 FGF2 FGF20 GRXCR1 GRXCR2 GSDME HES1 HES5 HEY2 JAG1 JAG2 KCNQ1 LHFPL5 MCOLN3 MYCL MYO6 MYO7A NHERF1 NOTCH1 PAFAH1B1 PDZD7 PLS1 POU4F3 RBPJ SCRIB SEC24B SLC4A7 SLITRK6 SOD1 STRC TECTA TMC1 TPRN TRIOBP USH1C USH2A WDPCP WHRN GOBP_INNER_EAR_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INNER_EAR_MORPHOGENESIS ALDH1A3 ANKRD24 ATOH1 ATP6V1B1 ATP8A2 BCR BLOC1S5 CDH23 CEP290 CHD7 CHRNA10 CHRNA9 CLRN1 CLRN2 COL11A1 COL2A1 CTHRC1 DCANP1 DLX5 DLX6 DVL1 DVL2 EPHB2 EYA1 FGF10 FGF8 FGF9 FGFR2 FOXG1 FOXI1 FRZB FZD2 FZD3 FZD6 GATA2 GATA3 GBX2 GRHL3 GRXCR2 HESX1 HMX2 HMX3 HOXA1 HPN INSIG1 INSIG2 ITGA8 KCNQ1 KCNQ4 LHFPL5 LRIG1 LRIG3 MAFB MYO15A MYO3A MYO3B MYO6 MYO7A NEUROG1 NHERF1 NTN1 OTOP1 OTX1 PAX2 PAX8 PDZD7 PLS1 POU3F4 POU4F3 PROX1 PRRX1 PTK7 SCRIB SEC24B SIX1 SIX4 SLC44A4 SLITRK6 SOBP SOD1 SOX9 SPRY2 STOX1 STRC TBX1 TBX18 TBX2 TBX3 TCAP TECTA TFAP2A TIFAB TMIE TPRN TRIOBP TTC39C USH1C USH1G WDPCP WHRN WNT1 WNT3A WNT5A ZEB1 ZIC1 GOBP_INNER_EAR_RECEPTOR_CELL_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INNER_EAR_RECEPTOR_CELL_DEVELOPMENT ADGRV1 ANKRD24 ATP8B1 CDH23 CECR2 CLRN1 CLRN2 CTHRC1 FZD2 GABRA5 GABRB2 GRXCR1 GRXCR2 HES1 HES5 IFT20 IFT27 IFT88 KCNQ1 LHFPL5 MKS1 MYO7A NAGLU NHERF1 PAFAH1B1 PDZD7 PJVK PLS1 SCRIB SDC4 SEC24B SLC4A7 SLITRK6 SOD1 STRC TECTA TMC1 TPRN TRIOBP TRIP11 TSKU TTC8 USH1C USH1G WDPCP WHRN GOBP_INNER_EAR_RECEPTOR_CELL_FATE_COMMITMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INNER_EAR_RECEPTOR_CELL_FATE_COMMITMENT ATOH1 ESRP1 JAG2 NOTCH1 RBPJ GOBP_INNER_EAR_RECEPTOR_CELL_STEREOCILIUM_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INNER_EAR_RECEPTOR_CELL_STEREOCILIUM_ORGANIZATION ADGRV1 ANKRD24 CDH23 CECR2 CLRN1 CLRN2 CTHRC1 GRXCR1 GRXCR2 HES1 HES5 IFT20 IFT27 IFT88 LHFPL5 MKS1 MYO7A NHERF1 PDZD7 PJVK PLS1 SCRIB SDC4 SEC24B SOD1 STRC TECTA TPRN TRIOBP TRIP11 TSKU TTC8 USH1C USH1G WHRN GOBP_INNER_MITOCHONDRIAL_MEMBRANE_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INNER_MITOCHONDRIAL_MEMBRANE_ORGANIZATION ADCK1 AFG3L2 AGK APOO APOOL CHCHD10 CHCHD3 CHCHD6 CIBAR1 DNAJC11 GHITM HSPA9 IMMT LETM1 MAIP1 MICOS10 MICOS13 MTX1 MTX2 MTX3 NDUFA13 OMA1 OPA1 PINK1 ROMO1 SAMM50 SLC25A46 TAFAZZIN TIMM10 TIMM10B TIMM13 TIMM22 TIMM29 TIMM8A TIMM8B TIMM9 TMEM11 TOMM70 TRMT10B UQCC3 GOBP_INORGANIC_ANION_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INORGANIC_ANION_TRANSMEMBRANE_TRANSPORT ADAMTS8 ANKH ANO1 ANO10 ANO2 ANO3 ANO4 ANO5 ANO6 ANO7 ANO8 ANO9 APOL1 AQP6 BEST1 BEST2 BEST3 BEST4 BSND CASR CFTR CLCA1 CLCA2 CLCA3P CLCA4 CLCC1 CLCN1 CLCN2 CLCN3 CLCN4 CLCN5 CLCN6 CLCN7 CLCNKA CLCNKB CLDN17 CLDN4 CLIC1 CLIC2 CLIC3 CLIC4 CLIC5 CLIC6 FXYD1 FXYD3 GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRB1 GABRB2 GABRB3 GABRD GABRE GABRG1 GABRG2 GABRG3 GABRP GABRQ GABRR1 GABRR2 GABRR3 GLRA1 GLRA2 GLRA3 GLRB KCNT2 LRRC8A MFSD8 NMUR2 OCA2 PACC1 SLC12A1 SLC12A2 SLC12A3 SLC12A4 SLC12A5 SLC12A6 SLC12A7 SLC12A8 SLC12A9 SLC13A1 SLC13A4 SLC17A1 SLC17A6 SLC17A7 SLC17A8 SLC1A1 SLC1A3 SLC1A4 SLC1A7 SLC20A1 SLC20A2 SLC25A10 SLC25A11 SLC25A14 SLC25A27 SLC25A3 SLC26A1 SLC26A10P SLC26A11 SLC26A2 SLC26A3 SLC26A4 SLC26A5 SLC26A6 SLC26A7 SLC26A8 SLC26A9 SLC34A1 SLC37A1 SLC37A2 SLC37A3 SLC37A4 SLC4A1 SLC4A11 SLC4A2 SLC4A3 SLC4A8 SLC4A9 SLC5A1 SLC5A5 SLC5A6 SLC5A8 SLC6A1 TTYH1 TTYH2 TTYH3 UCP2 VDR XPR1 GOBP_INORGANIC_ANION_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INORGANIC_ANION_TRANSPORT ABCB1 ABCC6 ADAMTS8 ANKH ANO1 ANO10 ANO2 ANO3 ANO4 ANO5 ANO6 ANO7 ANO8 ANO9 APOL1 AQP6 ATF4 ATP8B1 BEST1 BEST2 BEST3 BEST4 BSND CA2 CA7 CASR CEBPB CFTR CLCA1 CLCA2 CLCA3P CLCA4 CLCC1 CLCN1 CLCN2 CLCN3 CLCN4 CLCN5 CLCN6 CLCN7 CLCNKA CLCNKB CLDN17 CLDN4 CLIC1 CLIC2 CLIC3 CLIC4 CLIC5 CLIC6 CLNS1A CRY2 ENPP1 ENPP3 FGF23 FXYD1 FXYD3 GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRB1 GABRB2 GABRB3 GABRD GABRE GABRG1 GABRG2 GABRG3 GABRP GABRQ GABRR1 GABRR2 GABRR3 GET3 GLRA1 GLRA2 GLRA3 GLRB KCNQ1 KCNT2 LRRC8A MFSD5 MFSD8 NMUR1 NMUR2 OCA2 OSTM1 P2RY4 P2RY6 PACC1 PRKG2 RACGAP1 SFRP4 SLC11A1 SLC12A1 SLC12A2 SLC12A3 SLC12A4 SLC12A5 SLC12A6 SLC12A7 SLC12A8 SLC12A9 SLC13A1 SLC13A4 SLC17A1 SLC17A3 SLC17A4 SLC17A6 SLC17A7 SLC17A8 SLC1A1 SLC1A3 SLC1A4 SLC1A7 SLC20A1 SLC20A2 SLC22A11 SLC22A6 SLC22A8 SLC25A10 SLC25A11 SLC25A14 SLC25A27 SLC25A3 SLC25A30 SLC26A1 SLC26A10P SLC26A11 SLC26A2 SLC26A3 SLC26A4 SLC26A5 SLC26A6 SLC26A7 SLC26A8 SLC26A9 SLC34A1 SLC34A2 SLC34A3 SLC37A1 SLC37A2 SLC37A3 SLC37A4 SLC4A1 SLC4A10 SLC4A11 SLC4A2 SLC4A3 SLC4A4 SLC4A5 SLC4A7 SLC4A8 SLC4A9 SLC5A1 SLC5A5 SLC5A6 SLC5A8 SLC6A1 SLC6A14 TG TSPO TTYH1 TTYH2 TTYH3 UCP2 VDR WNK4 XPR1 GOBP_INORGANIC_ION_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INORGANIC_ION_HOMEOSTASIS ABCB6 ABCB7 ABCC6 ABL1 ACO1 ADCY8 ADORA1 AFG3L2 AGT AGTR1 AKAP6 ALAS2 ALPL ANK2 ANK3 ANKH ANKRD9 ANXA6 AP3B1 APLNR APOE APP ARF1 ATF4 ATG5 ATOX1 ATP12A ATP13A1 ATP13A2 ATP13A3 ATP13A4 ATP13A5 ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP1B1 ATP1B2 ATP1B3 ATP2A1 ATP2A2 ATP2A3 ATP2B1 ATP2B2 ATP2B3 ATP2B4 ATP2C1 ATP2C2 ATP4A ATP4B ATP6AP1 ATP6V0A2 ATP6V0D1 ATP6V1A ATP6V1B1 ATP6V1G1 ATP7A ATP7B B2M BAK1 BAX BCAP31 BCL2 BDH2 BDKRB1 BMP6 BNIP1 BNIP3 BOK BOLA1 BOLA2 BOLA2B BOLA3 BTBD9 C19orf12 CA12 CACNA1C CACNA1S CACNB2 CACNB4 CALB1 CALB2 CALCA CALCB CALM1 CALM2 CALM3 CALR CAMK2D CAPN3 CASQ1 CASQ2 CASR CAV1 CAV2 CAV3 CCDC115 CCDC22 CCDC47 CCL1 CCL11 CCL13 CCL14 CCL15 CCL19 CCL21 CCL23 CCL3 CCL5 CCL7 CCL8 CCR1 CCR2 CCR5 CCR7 CD19 CD40 CDH23 CDH5 CEMIP CHD7 CHERP CHRNA7 CIB2 CIB3 CLIC2 CLN3 CNGB1 CNNM1 CNNM2 CNNM3 CNNM4 CNR1 COMMD1 CORIN CORO1A COX19 CP CSRP3 CTRC CUTC CX3CL1 CXCL10 CXCL11 CXCL12 CXCL9 CYB561 CYB561A3 CYBA CYBRD1 CYP11B2 CYP27B1 CYP4A11 CYP4F12 CYP4F2 DDIT3 DHRS7C DIAPH1 DISC1 DMD DMPK DRD1 DRD2 DRD3 DRD4 DRD5 EDN1 EDN2 EDN3 EDNRA EDNRB EGLN1 EIF2AK1 ELANE ENPP1 ENPP3 EPAS1 EPB42 ERC2 ERFE ERO1A EXT1 EXT2 F2 F2R F2RL3 FAM20A FASLG FATE1 FBXL5 FECH FGF2 FGF23 FGFR4 FIS1 FKBP1A FKBP1B FKBP1C FLNA FLVCR1 FRRS1 FTH1 FTH1P19 FTHL17 FTL FTMT FXN FXYD2 FZD9 GCM2 GDF2 GHITM GLRX3 GLRX5 GP1BA GP1BB GP5 GP9 GPER1 GPR12 GPR3 GRIA1 GRID2IP GRIK2 GRIN1 GRINA GRM1 GRM5 GSTM2 GSTO1 HAMP HAP1 HCRTR1 HCRTR2 HEPHL1 HERPUD1 HEXB HFE HIF1A HJV HMOX1 HPX HRC HSP90B1 HTR1B HTR2A HTR2B HTR2C HTT HYAL2 IBTK IFNG IL13 IL1A IMMT IREB2 ISCU ITGB3 ITPR1 ITPR2 ITPR3 JPH1 JPH2 JPH3 JPH4 JSRP1 KCNA1 KCNA5 KCNE3 KCNH2 KCNJ10 KCNJ2 KCNMA1 KCNQ1 KCTD17 KCTD7 KDR KEL KL KLHL3 LACRT LCK LETM1 LHCGR LIME1 LYN MAIP1 MC3R MCOLN1 MCOLN2 MCOLN3 MCU MCUB MCUR1 METTL21C MICU1 MICU2 MICU3 MIR1-1 MIR133A1 MIR210 MIR93 MLLT6 MT1A MT1B MT1DP MT1E MT1F MT1G MT1H MT1HL1 MT1M MT1X MT2A MT3 MT4 MTLN MYC NAGLU NCOA4 NDFIP1 NEO1 NHERF1 NOL3 NOS1 NPPB NPPC NPR1 NPSR1 NPTN NT5E NTSR1 NUBP1 OTC P2RX1 P2RX7 P2RY1 P2RY4 P2RY6 PACS2 PDE4D PDPK1 PDZD8 PICALM PIK3CB PKD2 PKHD1 PLCB1 PLCB2 PLCB3 PLCB4 PLCD1 PLCE1 PLCG1 PLCG2 PLCH1 PLCH2 PLN PML PRKACA PRKCB PRKCE PRKD1 PRND PRNP PSEN1 PTH PTH1R PTK2B PTPN6 PTPRC RAP1GDS1 RASA3 RGN RHAG RHBG RHCE RHCG RHD RMDN3 RYR1 RYR2 RYR3 S100A14 S100A8 S100A9 SCARA5 SCGN SCN7A SCNN1A SCNN1B SCNN1D SCNN1G SCO1 SCO2 SELENOK SELENON SFRP4 SGCD SLC10A7 SLC11A1 SLC11A2 SLC12A1 SLC12A2 SLC12A3 SLC12A4 SLC12A5 SLC12A6 SLC12A7 SLC12A8 SLC12A9 SLC17A6 SLC17A7 SLC17A8 SLC1A1 SLC1A3 SLC22A17 SLC24A1 SLC24A2 SLC24A3 SLC24A4 SLC24A5 SLC25A23 SLC25A27 SLC30A1 SLC30A10 SLC30A2 SLC30A5 SLC30A7 SLC30A8 SLC30A9 SLC31A1 SLC31A2 SLC34A1 SLC34A2 SLC34A3 SLC35G1 SLC39A10 SLC39A13 SLC39A14 SLC39A4 SLC39A6 SLC39A7 SLC39A8 SLC39A9 SLC40A1 SLC41A1 SLC46A1 SLC8A1 SLC8A2 SLC8A3 SLC8B1 SLC9A1 SLC9B2 SMAD4 SMDT1 SNCA SNX10 SOD1 SOD2 SPPL2C SPX SRI STC1 STC2 STEAP2 STEAP4 STIM1 STIM2 STK39 STOML2 SV2A SV2B SYPL2 TBXAS1 TCIRG1 TF TFR2 TFRC TGM2 THADA THY1 TMBIM6 TMC8 TMCO1 TMEM165 TMEM174 TMEM178A TMEM199 TMEM203 TMEM38A TMEM38B TMEM64 TMPRSS3 TMPRSS6 TMTC2 TMTC4 TNFSF11 TNNI3 TPCN1 TPCN2 TPT1 TRDN TRIM24 TRPA1 TRPC1 TRPC3 TRPC4 TRPC5 TRPC6 TRPC7 TRPM2 TRPM8 TRPV1 TRPV4 TRPV5 TRPV6 TSPOAP1 TTC7A TUNAR UBASH3B UMOD UPK3A VAPB VDR VPS54 WBP2NL WFS1 WNK1 WNK4 WNT5A XCL1 XCR1 XIAP XK XPR1 YWHAE ZNHIT1 GOBP_INORGANIC_ION_IMPORT_ACROSS_PLASMA_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INORGANIC_ION_IMPORT_ACROSS_PLASMA_MEMBRANE ABCC8 ABCC9 AKAP5 AQP8 ATP12A ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP1B1 ATP1B2 ATP1B3 ATP2B4 ATP4A ATP4B CACNA1A CACNA1B CACNA1C CACNA1D CACNA1E CACNA1F CACNA1G CACNA1H CACNA1I CACNA1S CACNA2D1 CALCR CNGA3 DLG1 FXYD2 FYN GRM6 HCN2 HCN4 IFNG ISCU KCNE2 KCNH2 KCNJ1 KCNJ10 KCNJ11 KCNJ12 KCNJ13 KCNJ14 KCNJ15 KCNJ16 KCNJ18 KCNJ2 KCNJ3 KCNJ4 KCNJ5 KCNJ6 KCNJ8 KCNJ9 KCNK5 KCNK9 KCNQ1 MIR103A1 MIR200C MIR208A MIR208B MIR210 MIR24-1 MIR448 MS4A1 NALF1 NALF2 P2RX1 PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PRNP RAMP3 SCN10A SCN11A SCN1A SCN2A SCN3A SCN4A SCN5A SCN7A SCN8A SCN9A SCNN1A SCNN1B SCNN1D SCNN1G SLC12A1 SLC12A2 SLC12A3 SLC12A4 SLC12A5 SLC12A6 SLC12A7 SLC12A8 SLC24A1 SLC24A2 SLC24A4 SLC30A1 SLC34A1 SLC39A10 SLC39A11 SLC39A12 SLC39A14 SLC39A4 SLC39A5 SLC39A6 SLC39A8 SLC5A1 SLC5A2 SLC5A6 SLC6A1 SLC8A1 SLC8A2 SLC8A3 SLC9A1 SLC9A2 SLC9A3 SLC9A4 SLC9A5 SLC9A6 SLC9A7 SLC9A9 SLC9C1 SLC9C2 STEAP2 TRPM1 TRPM2 TRPM4 TRPV1 TRPV2 TRPV3 TRPV4 TRPV5 TRPV6 GOBP_INOSINE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INOSINE_METABOLIC_PROCESS ADA ADA2 ADAL PNP XDH GOBP_INOSITOL_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INOSITOL_METABOLIC_PROCESS IMPA1 IMPA2 ISYNA1 ITPKA MECP2 MIOX PPIP5K1 PPIP5K2 SLC5A3 GOBP_INOSITOL_PHOSPHATE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INOSITOL_PHOSPHATE_BIOSYNTHETIC_PROCESS ADCYAP1R1 AVPR1B CD244 FGF2 GPER1 HRH1 IP6K1 IP6K2 IP6K3 IPMK IPPK ITPKA ITPKB ITPKC LHCGR MAS1 NTSR1 P2RY1 P2RY6 PLCG2 PLEK PPIP5K1 PPIP5K2 PRKG1 PTAFR PTH PTH1R PTK2B SNCA GOBP_INOSITOL_PHOSPHATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INOSITOL_PHOSPHATE_METABOLIC_PROCESS ADCYAP1R1 AVPR1B CD244 FGF2 GALR2 GPER1 HRH1 INPP4A INPP4B INPP5A INPP5B INPP5J IP6K1 IP6K2 IP6K3 IPMK IPPK ITPK1 ITPKA ITPKB ITPKC LHCGR MAS1 MINPP1 NTSR1 NUDT10 NUDT11 NUDT3 NUDT4 NUDT4B OCRL P2RY1 P2RY6 PLCB1 PLCG2 PLEK PPIP5K1 PPIP5K2 PRKG1 PTAFR PTH PTH1R PTK2B SNCA SYNJ1 GOBP_INOSITOL_TRISPHOSPHATE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INOSITOL_TRISPHOSPHATE_BIOSYNTHETIC_PROCESS GPER1 HRH1 LHCGR P2RY1 P2RY6 PLCG2 PTAFR PTK2B GOBP_INOSITOL_TRISPHOSPHATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INOSITOL_TRISPHOSPHATE_METABOLIC_PROCESS GPER1 HRH1 IPMK ITPK1 ITPKB LHCGR P2RY1 P2RY6 PLCB1 PLCG2 PTAFR PTK2B GOBP_INSEMINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INSEMINATION ACVR2A AVPR1A DDO EDDM3A KLK14 OXTR P2RX1 SEMG1 SERPINE2 SLC6A4 TAC1 TACR1 GOBP_INSULIN_LIKE_GROWTH_FACTOR_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INSULIN_LIKE_GROWTH_FACTOR_RECEPTOR_SIGNALING_PATHWAY AKT1 AR BMP2 BMP5 CDH3 CILP CRIM1 EIF2AK3 ERCC1 ERCC2 GH1 GHR GHRH GHRHR GHSR GIGYF1 GIGYF2 GRB10 GRB2 IGF1 IGF1R IGF2 IGF2R IGFBP1 IGFBP2 IGFBP3 IGFBP4 IGFBP5 IGFBP6 INPPL1 IRS1 MAP2K1 MAP2K2 MAP2K5 MAPK1 MAPK3 MIR1-1 MIR29C MYORG NKX3-1 PDPK1 PHIP PIK3CA PIK3R1 PLCB1 RAF1 SHC1 SOS1 TRIM72 TSC2 WNT1 ZFAND2B GOBP_INSULIN_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INSULIN_METABOLIC_PROCESS CEACAM1 CELA2A CPE CTSD ERN1 ERO1B FOSL2 IDE NLGN2 P4HB PAX6 PCSK1 PCSK2 SLC30A5 SLC30A8 YIPF5 GOBP_INSULIN_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INSULIN_PROCESSING CPE ERO1B P4HB PCSK1 PCSK2 SLC30A5 SLC30A8 YIPF5 GOBP_INSULIN_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INSULIN_RECEPTOR_SIGNALING_PATHWAY ADIPOR1 AHSG AKT1 AKT2 AP3S1 APPL1 BAIAP2 BCAR1 BCAR3 C1QTNF12 C2CD5 CAV2 CSRP3 CTSD DNAI1 EIF4EBP2 ENPP1 ERFE FER FFAR3 FOXC2 FOXO1 FOXO4 FUT7 GAB1 GKAP1 GNAI2 GPLD1 GPR21 GRB10 GRB14 GRB2 GRB7 GSK3A GSK3B HRAS IDE IGF1R IGF2 IGFBP1 IL1B INPP5K INS INSR INSRR IRS1 IRS2 IRS4 KANK1 LEP LONP1 MAPK1 MAPK3 MIR103A1 MIR107 MIR1271 MIR15B MIR195 MSTN MZB1 NAMPT NCK1 NCL NCOA5 NDEL1 NR1H4 NUCKS1 OGT OSBPL8 PDK2 PDK4 PDPK1 PHIP PID1 PIK3C2A PIK3CA PIK3R1 PIK3R2 PIK3R3 PIP4K2A PIP4K2B PIP4K2C PRKAA1 PRKCB PRKCD PRKCQ PRKCZ PTPN1 PTPN11 PTPN2 PTPRA PTPRE RAF1 RARRES2 RBM4 RELA RHOQ RPE65 RPS6KB1 SERPINA12 SESN3 SH2B2 SHC1 SIK2 SIRT1 SLC27A4 SLC2A8 SLC39A14 SMARCC1 SNX5 SOCS1 SOCS3 SOGA1 SORBS1 SORL1 SOS1 SOS2 SRC SREBF1 STXBP4 TNS2 TRIM72 TSC2 VWA2 ZBTB7B ZNF106 ZNF592 GOBP_INSULIN_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INSULIN_SECRETION AACS ABAT ABCA12 ABCC8 ACSL4 ACVR1C ACVR2B ADCY5 ADCY8 ADCYAP1 ADRA2A ALOX5 ANO1 ANXA1 BAD BAIAP3 BLK BMAL1 BMP8A BRSK2 C1QTNF12 C2CD2L CAMK2G CAPN10 CARTPT CASR CCDC186 CCL5 CCN3 CD38 CDK16 CELA2A CFTR CHGA CHRM3 CLOCK CLTRN CNR1 CPLX1 CPLX3 CPT1A CYB5R4 DOC2B DRD2 EFNA5 EIPR1 ENSA ENY2 EPHA5 F2 F2RL1 F2RL2 FAM3B FAM3D FFAR1 FFAR2 FKBP1B FOXA2 FOXO1 G6PC2 GAL GCG GCK GHRL GHSR GIP GIPR GLUD1 GNA11 GNAZ GPER1 GPLD1 GPR119 GPR27 GPR68 HADH HIF1A HLA-DRB1 HNF1A HNF1B HNF4A IFNG IL1B IL1RN IL6 ILDR2 INHBB IRS1 IRS2 ISL1 ITPR1 JAGN1 JAK2 KCNA5 KCNB1 KCNJ11 KLF7 LEP LRP5 LRRC8A MAFA MC4R MCU MIDN MPC2 MTNR1B MYRIP NADK NDUFAF2 NEUROD1 NKX6-1 NLGN2 NNAT NOS2 NR0B2 NR1D1 NR1H4 ORAI1 OSBP PARK7 PCK2 PCLO PDE8B PDX1 PER2 PFKFB2 PFKL PFKM PICK1 PIM3 PLA2G6 PLCB1 PPP3CA PPP3CB PRKACA PRKAR1A PRKCB PRKCE PRKN PSMD9 PTPN11 PTPRN PTPRN2 RAB11B RAB11FIP2 RAB11FIP5 RAB3A RAF1 RAPGEF4 RBM4 RBP4 REST RFX3 RFX6 RIMS2 RPH3AL SELENOT SERP1 SFRP1 SIDT2 SIRT3 SIRT4 SIRT6 SLC16A1 SLC25A22 SLC2A2 SLC30A8 SLC8B1 SLC9B2 SMAD2 SNAP25 SNX19 SOX4 SREBF1 SRI SSTR5 STX1A STX4 STXBP3 STXBP4 SYBU SYT7 SYTL4 TARDBP TCF7L2 TCIRG1 TFAP2B TIAM1 TM7SF3 TNF TRH TRPM4 TUNAR UCN3 UCP2 UQCC2 VGF VSNL1 ZBED6 GOBP_INSULIN_SECRETION_INVOLVED_IN_CELLULAR_RESPONSE_TO_GLUCOSE_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INSULIN_SECRETION_INVOLVED_IN_CELLULAR_RESPONSE_TO_GLUCOSE_STIMULUS ABCA12 ABCC8 ADCY5 ADCY8 ADRA2A ANO1 BAD BAIAP3 BRSK2 C1QTNF12 C2CD2L CCDC186 CDK16 CFTR CLTRN EFNA5 ENY2 EPHA5 FKBP1B FOXA2 GCG GHRL GPLD1 GPR27 GPR68 HIF1A HLA-DRB1 JAGN1 KLF7 LRP5 MPC2 NADK NDUFAF2 NR1D1 NR1H4 OSBP PDE8B PDX1 PIM3 PLA2G6 PPP3CB PRKCE PTPRN PTPRN2 RAB11B RAB11FIP2 RAB11FIP5 RAF1 RBM4 RFX6 SELENOT SIDT2 SLC2A2 SLC9B2 SRI STX4 STXBP4 SYBU TIAM1 TRPM4 TUNAR UCP2 VSNL1 ZBED6 GOBP_INTEGRATED_STRESS_RESPONSE_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTEGRATED_STRESS_RESPONSE_SIGNALING ABCA7 AGR2 ATF4 BATF BATF2 BATF3 BOK CEBPA CEBPB CEBPD CEBPE CEBPG CREB3 CREBZF DDIT3 EIF2AK1 EIF2AK3 EIF2AK4 EIF2S1 FOS FOSL1 GCN1 HSPA5 IMPACT JUN JUNB MAF MAFB MAP3K20 NCK1 NCK2 NFE2 NFE2L2 NFE2L3 OMA1 PPP1R15A PPP1R15B PTPN1 PTPN2 QRICH1 TMED2 TMEM33 GOBP_INTEGRIN_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTEGRIN_ACTIVATION CDH17 COL16A1 CX3CL1 CXCL12 CXCL13 FARP2 FBLIM1 FERMT1 FERMT2 FERMT3 FN1 ITGB1BP1 JAM3 KIF14 KRIT1 MZB1 P2RY12 PIEZO1 PLEK PTGER4 RAP1B RASIP1 SELP SKAP1 SRC TLN1 GOBP_INTEGRIN_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTEGRIN_BIOSYNTHETIC_PROCESS AR COL5A1 NOX1 S100A9 TGFB2 TMEFF2 GOBP_INTEGRIN_MEDIATED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTEGRIN_MEDIATED_SIGNALING_PATHWAY ABL1 ADAM10 ADAM11 ADAM15 ADAM9 ADAMTS1 ADAMTS13 ANGPTL3 APOA1 BCAR1 BST1 CCM2 CCN2 CD177 CD40LG CD47 CD63 CDC42 CDH17 CEACAM1 COL16A1 COL3A1 CTNNA1 CUL3 DAB2 DOCK1 DST EMP2 ERBIN FBLN1 FERMT1 FERMT2 FERMT3 FGR FLNA FN1 FUT8 FYB1 FYB2 HCK ILK ISG15 ITGA1 ITGA10 ITGA11 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA6 ITGA7 ITGA8 ITGA9 ITGAD ITGAE ITGAL ITGAM ITGAV ITGAX ITGB1 ITGB1BP1 ITGB2 ITGB3 ITGB4 ITGB5 ITGB6 ITGB7 ITGB8 ITGBL1 LAMA1 LAMA2 LAMA5 LAMB1 LAMB2 LAMC1 LAT LIMS1 LIMS2 LOXL3 MADCAM1 MIR92B MPIG6B MYH9 NEDD9 NID1 NME2 NRP1 PHACTR4 PLEK PLPP3 PRAM1 PRKD1 PTK2 PTK2B PTN PTPN11 PTPRA RCC2 SEMA7A SLC2A10 SRC SYK TEC THY1 TIMP1 TLN1 TSPAN32 TXK VAV1 VAV3 ZNF304 ZYX GOBP_INTERCELLULAR_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTERCELLULAR_TRANSPORT ARC CLDN16 EPHB2 GJA3 GJA8 GJB2 GJB4 GJB6 MIP PEG10 GOBP_INTERFERON_ALPHA_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTERFERON_ALPHA_PRODUCTION CHUK DDX3X DHX36 DHX9 HAVCR2 HSPD1 IFIH1 IL10 IRF3 IRF5 IRF7 LILRA4 MAVS MMP12 NLRC3 NMB NMBR NMI PTPRS RIGI RIPK2 SETD2 STAT1 TBK1 TLR3 TLR4 TLR7 TLR8 TLR9 TRIM65 GOBP_INTERFERON_BETA_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTERFERON_BETA_PRODUCTION ARRDC4 CACTIN DDX3X DHX9 FLOT1 HMGB2 HSP90AA1 IFIH1 IRF1 IRF3 IRF5 IRF7 ISG15 LILRB1 MAVS MIR26B MORC3 NLRC3 NLRX1 NMI OAS1 OAS2 OAS3 POLR3A POLR3B POLR3C POLR3D POLR3F POLR3G PPM1B PTPN11 PTPRS PYCARD REL RELB RIGI RIOK3 RIPK2 RNF135 RNF216 SIRPA STING1 TBK1 TICAM1 TIRAP TLR2 TLR3 TLR4 TLR7 TLR8 TLR9 TOMM70 TRAF3 TRAIP TRIM38 TRIM56 TRIM65 YY1 ZBTB20 GOBP_INTERFERON_MEDIATED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTERFERON_MEDIATED_SIGNALING_PATHWAY ADAR ARG1 AZI2 CACTIN CDC37 CNOT7 DCST1 EIF4E2 FADD GIGYF2 HCK HDAC4 HPX IFI27 IFIH1 IFITM1 IFITM2 IFITM3 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR1 IFNAR2 IFNB1 IFNE IFNG IFNGR1 IFNGR2 IFNK IFNL1 IFNL2 IFNL3 IFNL4 IFNLR1 IFNW1 IKBKE IL10RB IRAK1 IRF1 IRF3 IRF7 IRGM ISG15 JAK1 JAK2 LSM14A MAVS MED1 METTL3 MIR21 MMP12 MUL1 MYD88 NLRC5 NR1H2 NR1H3 OAS1 OAS2 OAS3 OTOP1 PARP14 PARP9 PPARG PTPN1 PTPN11 PTPN2 PTPN6 RAF1 RBM47 RNF185 SAMHD1 SIN3A SP100 STAT1 STAT2 STING1 TANK TBK1 TBKBP1 TP53 TRAF3 TREX1 TRIM41 TRIM56 TRIM6 TRIM65 TTLL12 TXK TYK2 UBE2K USP18 USP27X USP29 WNT5A YTHDF2 YTHDF3 ZBP1 GOBP_INTERKINETIC_NUCLEAR_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTERKINETIC_NUCLEAR_MIGRATION CEP120 DOCK7 HOOK3 PAX6 PCM1 GOBP_INTERLEUKIN_10_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTERLEUKIN_10_PRODUCTION AGER BCL3 BTK CD274 CD28 CD40LG CD46 CD47 CD83 CLEC7A DLL1 EPX F2RL1 FCGR2B FOXP3 HGF HLA-DRB1 HMGB1 HSPD1 IDO1 IL12B IL13 IL20RB IL23A IL23R IL4 IL6 INAVA IRF4 ISG15 JAK3 LGALS9 LILRA5 LILRB1 LILRB4 MIR106A MIR145 MIR194-1 MIR98 MIRLET7C NOD2 PDCD1LG2 PIBF1 PLCG2 PRG2 PRKCZ PYCARD RAD21 RBM47 SASH3 STAT3 SYK TIGIT TLR2 TLR4 TLR9 TNFRSF21 TNFSF4 TREM2 TRIB2 TSLP TUSC2 TYROBP VSIR XCL1 GOBP_INTERLEUKIN_11_MEDIATED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTERLEUKIN_11_MEDIATED_SIGNALING_PATHWAY IL11 IL11RA IL6R IL6ST JAK1 STAT3 GOBP_INTERLEUKIN_12_MEDIATED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTERLEUKIN_12_MEDIATED_SIGNALING_PATHWAY IL12A IL12B IL12RB1 IL12RB2 JAK2 P4HB PLCB1 STAT4 TYK2 GOBP_INTERLEUKIN_12_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTERLEUKIN_12_PRODUCTION ACP5 AGER ARRB2 C1QBP CCL19 CCR7 CD36 CD40 CD40LG CD47 CLEC7A CMKLR1 FOXP1 HLA-B HLA-G HMGB1 HSPD1 IDO1 IFNG IL10 IL12B IL16 IL17A IL23A IL23R IRAK3 IRF1 IRF5 IRF8 ISL1 JAK3 LAPTM5 LEP LGALS9 LILRA5 LILRB1 LTB MAPK11 MAPK14 MAST2 MDK MEFV MIR21 NFKB1 NOD2 PIBF1 PLCB1 PLCG2 RELA RIPK2 SCIMP SLAMF1 SYK THBS1 TIGIT TIRAP TLR2 TLR3 TLR4 TLR8 TLR9 TNFSF4 TRAF6 UNC93B1 GOBP_INTERLEUKIN_13_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTERLEUKIN_13_PRODUCTION ARG2 GATA3 HLA-E IFNA2 IFNL1 IL17RA IL18 IL1RAP IL33 IL4 IRF4 LEF1 LGALS9 LILRA5 PRKCZ RARA SCGB1A1 SPHK2 TNFRSF21 TNFSF4 TSLP GOBP_INTERLEUKIN_17A_MEDIATED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTERLEUKIN_17A_MEDIATED_SIGNALING_PATHWAY IL17A IL17RA IL17RC MAP3K7 TRAF3IP2 TRAF6 GOBP_INTERLEUKIN_17_MEDIATED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTERLEUKIN_17_MEDIATED_SIGNALING_PATHWAY IKBKE IL17A IL17F IL17RA MIR135A1 NOTCH1 TRAF2 TRAF3IP2 TRAF5 TRAF6 TRIM32 GOBP_INTERLEUKIN_17_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTERLEUKIN_17_PRODUCTION ARG2 ARID5A BTK CARD9 CCL1 DDIT3 FOXP3 IFNG IL12A IL12B IL15 IL18 IL2 IL21 IL23A IL23R IL27RA IL36RN IL6 JAK2 LY9 MIR135A1 MIR136 MIR146B MIR181C MIR20A MIR26A1 MIR383 MIRLET7F1 MYD88 NCKAP1L NOD2 NR1H4 OSM PHB1 PRKCQ PRNP RFTN1 SLAMF6 SLC7A5 SPHK1 TGFB1 TLR4 TNFSF4 TUSC2 TYK2 VSIR ZBTB7B GOBP_INTERLEUKIN_18_MEDIATED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTERLEUKIN_18_MEDIATED_SIGNALING_PATHWAY AKT1 CASP4 CYLD IL18 IL18R1 IL18RAP NLRP6 PDGFB TICAM2 GOBP_INTERLEUKIN_18_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTERLEUKIN_18_PRODUCTION CASP1 CD84 DHX9 GBP5 IL10 MIR197 MIR411 NLRP12 NLRP9 NOD2 TLR2 TLR9 TNF USP50 GOBP_INTERLEUKIN_1_ALPHA_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTERLEUKIN_1_ALPHA_PRODUCTION CX3CL1 IL16 IL1R2 ISL1 MIR142 MIR181A2 MIR181C NLRP10 P2RX7 PANX1 S100A13 GOBP_INTERLEUKIN_1_MEDIATED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTERLEUKIN_1_MEDIATED_SIGNALING_PATHWAY EGR1 IKBKB IL1B IL1R1 IL1R2 IL1RAP IL1RL2 IL1RN IL6 IRAK1 IRAK2 IRAK3 IRAK4 MAP3K7 MAPK3 MIR146A MIR21 MIR27A MYD88 NFKBIA OTUD4 PLCB1 RELA RPS6KA4 RPS6KA5 ST18 TNIP2 TOLLIP TRAF6 VRK2 ZBP1 ZNF675 GOBP_INTERLEUKIN_1_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTERLEUKIN_1_PRODUCTION ACP5 AGER AIM2 ANXA1 APOA1 APP ARG2 ARRB2 AZU1 CARD16 CARD17P CARD18 CARD8 CASP1 CASP8 CCL19 CCL3 CCR7 CD33 CD36 CEACAM1 CHRNA7 CLEC7A CPTP CX3CL1 CX3CR1 EGR1 ELF4 F2R F2RL1 FFAR1 FFAR4 FOXP1 FZD5 GAS6 GBP5 GHRL GHSR GIT1 GSDMD GSTP1 HAVCR2 HDAC2 HK1 HMGB1 HSPB1 IFI16 IFNG IGF1 IGHD IL10 IL16 IL17A IL1R2 IL6 INAVA ISL1 JAK2 LGALS9 LILRA2 LILRA5 LILRB4 LPL MALT1 MEFV MIR101-1 MIR132 MIR142 MIR144 MIR181A2 MIR181C MIR181D MIR195 MIR204 MIR206 MIR27B MIR361 MIR488 MIR708 MIR766 MIR877 MIR920 MIR98 MYD88 NAIP NLRC4 NLRP1 NLRP10 NLRP12 NLRP2 NLRP2B NLRP3 NLRP7 NOD1 NOD2 NR1H4 ORM1 ORM2 P2RX7 PANX1 PANX2 PANX3 PML PYCARD PYDC1 PYDC2 RAD21 RELA RIPK2 S100A13 S1PR3 SAA1 SERPINB1 SIRPA SMAD3 SPHK1 STAT3 STMP1 TLR4 TLR6 TLR8 TMED10 TMEM106A TNF TNFAIP3 TREM2 TRIM16 TYROBP USP50 WNT5A ZC3H12A GOBP_INTERLEUKIN_21_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTERLEUKIN_21_PRODUCTION FOXP1 IL6 MIR192 MIR21 MIR215 MIR221 MIR222 GOBP_INTERLEUKIN_23_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTERLEUKIN_23_PRODUCTION CLEC7A CSF2 IFNG IL17A IL17RA MYD88 PLCG2 RAC1 TLR4 GOBP_INTERLEUKIN_27_MEDIATED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTERLEUKIN_27_MEDIATED_SIGNALING_PATHWAY IL27RA IL6ST MX1 OAS1 OAS2 OASL STAT1 GOBP_INTERLEUKIN_2_MEDIATED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTERLEUKIN_2_MEDIATED_SIGNALING_PATHWAY IL2 IL2RA IL2RB IL2RG JAK1 JAK3 PTPN2 STAT3 STAT5A GOBP_INTERLEUKIN_2_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTERLEUKIN_2_PRODUCTION ABL1 ANXA1 CARD11 CARD9 CCR2 CD28 CD34 CD3E CD4 CD80 CD83 CD86 CLEC7A CR1 EZR FOXP3 GATA3 GBP1 GLMN HAVCR2 HDAC7 HOMER2 HOMER3 IL17F IL1A IL1B IL20RB IRF4 KAT5 LAG3 LAPTM5 LILRB4 MALT1 MAP3K7 MIR181C NAV3 NOD2 NR1H4 PDE4B PDE4D PLCG2 PNP PRKCQ PRKD2 PRNP PTPRC RIPK2 RPS3 RUNX1 SASH3 SFTPD SPTBN1 STAT5B STOML2 TBX21 TNFAIP3 TRAF2 TRAF6 TRIM27 VSIG4 VTCN1 XCL1 ZFP36 GOBP_INTERLEUKIN_33_MEDIATED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTERLEUKIN_33_MEDIATED_SIGNALING_PATHWAY IL1RAP IL1RL1 IL33 IRAK1 IRAK4 MAP3K7 MYD88 TRAF6 GOBP_INTERLEUKIN_3_MEDIATED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTERLEUKIN_3_MEDIATED_SIGNALING_PATHWAY CSF2RB FCER1G IL3 IL3RA JAK2 STAT5A SYK GOBP_INTERLEUKIN_4_MEDIATED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTERLEUKIN_4_MEDIATED_SIGNALING_PATHWAY CD300LF IL2RG IL4 IL4R JAK1 JAK3 PARP14 PTPN2 STAT5A STAT6 GOBP_INTERLEUKIN_4_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTERLEUKIN_4_PRODUCTION CD28 CD3E CD40LG CD83 CD86 CEBPB CLECL1P DDIT3 EPX FCER1G FOXP3 GATA3 HAVCR2 HLA-DRB1 HLA-E IL1RAP IL20RB IL33 IRF4 LEF1 LGALS9 MIR320A NDFIP1 NLRP3 PRG2 PRKCQ PRKCZ RARA SASH3 SCGB1A1 SLC7A5 SYK TNFSF4 ZFPM1 ZP3 GOBP_INTERLEUKIN_5_MEDIATED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTERLEUKIN_5_MEDIATED_SIGNALING_PATHWAY CSF2RB IL5 IL5RA JAK2 LYN STAT5A GOBP_INTERLEUKIN_5_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTERLEUKIN_5_PRODUCTION CRLF2 EPX FOXP3 GATA3 IFNA2 IFNL1 IL17RA IL1RAP IL1RL1 IL33 IL5RA IL9 LEF1 LGALS9 LILRB4 PDE4D PRKCZ RARA SCGB1A1 TNFRSF21 TSLP GOBP_INTERLEUKIN_6_MEDIATED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTERLEUKIN_6_MEDIATED_SIGNALING_PATHWAY C1QTNF4 CEBPA CTR9 FER GFI1 IL6 IL6R IL6ST JAK1 JAK2 MIR125A MIR125B1 MIR26A1 MIR98 MIR99A MIRLET7A1 MIRLET7C MIRLET7E PTPN2 RIPK1 SMAD4 SPI1 SRC ST18 STAT3 YAP1 GOBP_INTERLEUKIN_6_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTERLEUKIN_6_PRODUCTION ADORA2B AFAP1L2 AGER AIF1 AKIRIN2 APP ARHGEF2 ARID5A ARRB1 ARRB2 BANK1 BCL10 BPI BTK C1QTNF3 C1QTNF4 C5AR2 CAPN2 CARD9 CD200 CD200R1 CD36 CD47 CD74 CD84 CEBPB CHRNA7 CLEC7A CSK CX3CL1 CYBA DHX9 ELF4 EOLA1 EREG F2R F2RL1 FOXJ1 FOXP3 GAS6 GBA1 GHRL GHSR HAVCR2 HGF HLA-B HMGB1 HSPD1 HYAL2 IFIH1 IFNG IL10 IL16 IL17A IL17D IL17F IL17RA IL17RC IL1A IL1B IL1RAP IL1RL2 IL27RA IL33 IL36A IL36RN IL37 IL6 IL6R INAVA INPP5D IRAK3 ISL1 KLF2 LBP LEP LGALS9 LILRA2 LILRA5 LILRB2 LILRB4 LPL MAPK13 MAPKAPK2 MAVS MBP MIR101-1 MIR105-1 MIR132 MIR140 MIR144 MIR146A MIR149 MIR181A2 MIR195 MIR19A MIR19B1 MIR204 MIR206 MIR217 MIR26A1 MIR338 MIR361 MIR365A MIR657 MIR6869 MIR708 MIR766 MIR92A1 MIR98 MYD88 NCKAP1L NLRC3 NLRP10 NLRP12 NLRX1 NMB NMBR NOD1 NOD2 NOS2 NR1H4 ORM1 P2RX7 PLCG2 POU2AF1 POU2F2 PTAFR PTPN11 PTPN22 PTPN6 PYCARD RAB7B RABGEF1 RELA RIGI RIPK2 SCIMP SELENOK SELENOS SETD4 SIGLEC16 SIRPA SLAMF1 SOCS5 SPHK2 SPON2 STAT3 SYK SYT11 TGFB1 TICAM1 TIRAP TLR1 TLR2 TLR3 TLR4 TLR6 TLR7 TLR8 TLR9 TMEM106A TNF TNFAIP3 TNFSF4 TRAF6 TREM2 TRPV4 TSLP TWIST1 TYROBP UCN UNC93B1 WNT5A XBP1 ZBTB20 ZC3H12A GOBP_INTERLEUKIN_8_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTERLEUKIN_8_PRODUCTION ADIPOQ AFAP1L2 ANXA1 ANXA4 APOA2 ARRB1 BCL10 BCL3 BPI C5AR2 CACTIN CD14 CD2 CD244 CD33 CD58 CD74 CHI3L1 CLEC7A CRP DDIT3 DEFA5 ELANE F2R F2RL1 F3 FADD FCN1 FFAR2 GDF2 HMGB1 HSPA1A HSPA1B HYAL2 IL10 IL17D IL17F IL1B IL6 KLF4 LAMTOR5 LBP LEP LGALS9 LILRA2 LRRC19 MAP2K5 MAPKBP1 MAVS MIR100 MIR106A MIR106B MIR129-1 MIR132 MIR146A MIR181A2 MIR203A MIR204 MIR302C MIR302D MIR488 MIR506 MIR520B MIR520C MIR766 MIR920 MIR93 MIR98 MIRLET7C MYD88 NLRP10 NOD1 NOD2 NOS2 OTUD7B PARK7 PLA2G1B PRG3 PRKD2 PTPN22 PTPRC PYCARD RAB1A RELA RIGI RIPK1 SERPINE1 SSC5D STAT3 SYK TIRAP TLR1 TLR2 TLR3 TLR4 TLR5 TLR6 TLR7 TLR8 TLR9 TMSB4X TNF WNT5A ZNF580 GOBP_INTERMEDIATE_FILAMENT_BASED_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTERMEDIATE_FILAMENT_BASED_PROCESS AGFG1 ARHGEF28 ATF2 ATP8A2 ATXN3 BBLN BFSP1 BFSP2 CLN8 CSNK1A1 DES DNAJB6 DSP DST EPPK1 ERBIN EVPL EVPLL FAM83H GFAP INA KLHL24 KRT1 KRT10 KRT12 KRT13 KRT14 KRT15 KRT16 KRT17 KRT18 KRT19 KRT2 KRT20 KRT23 KRT24 KRT25 KRT26 KRT27 KRT28 KRT3 KRT31 KRT32 KRT33A KRT33B KRT34 KRT35 KRT36 KRT37 KRT38 KRT39 KRT4 KRT40 KRT5 KRT6A KRT6B KRT6C KRT7 KRT71 KRT72 KRT73 KRT74 KRT75 KRT76 KRT77 KRT78 KRT79 KRT80 KRT81 KRT82 KRT83 KRT84 KRT85 KRT86 KRT9 MACF1 MTM1 NDEL1 NEFH NEFL NEFM NES PKP1 PKP2 PLEC PPL RAF1 SHH SOD1 SYNC SYNM TCHH TOR1A VIM VPS54 GOBP_INTERMEDIATE_FILAMENT_BUNDLE_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTERMEDIATE_FILAMENT_BUNDLE_ASSEMBLY BBLN EPPK1 KRT14 NEFH NEFL NEFM PKP1 PKP2 GOBP_INTERMEDIATE_FILAMENT_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTERMEDIATE_FILAMENT_ORGANIZATION AGFG1 BBLN BFSP1 BFSP2 DES DNAJB6 DSP EPPK1 GFAP INA KLHL24 KRT1 KRT10 KRT12 KRT13 KRT14 KRT15 KRT16 KRT17 KRT19 KRT2 KRT20 KRT23 KRT24 KRT25 KRT26 KRT27 KRT28 KRT3 KRT31 KRT32 KRT33A KRT33B KRT34 KRT35 KRT36 KRT37 KRT38 KRT39 KRT4 KRT40 KRT5 KRT6A KRT6B KRT6C KRT7 KRT71 KRT72 KRT73 KRT74 KRT75 KRT76 KRT77 KRT78 KRT79 KRT80 KRT81 KRT82 KRT83 KRT84 KRT85 KRT86 KRT9 MTM1 NEFH NEFL NEFM PKP1 PKP2 PLEC SHH TCHH VIM GOBP_INTERMEMBRANE_LIPID_TRANSFER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTERMEMBRANE_LIPID_TRANSFER ABCA1 ABCA3 ABCG1 ABCG5 ABCG8 APOA1 APOA2 APOA4 APOB APOE ATG2A ATG2B BLTP1 BLTP3B C2CD2L CERT1 CETP CIDEA CIDEB CIDEC CPTP ESYT1 GLTP GLTPD2 GRAMD1A GRAMD1B GRAMD1C MTTP NPC2 OSBP OSBPL2 OSBPL5 OSBPL8 PITPNA PITPNB PITPNC1 PITPNM1 PITPNM2 PITPNM3 PLEKHA8 PLEKHA8P1 PLTP PRELID1 PRELID2 PRELID3A PRELID3B STAR STARD3 STARD4 STARD5 TNFAIP8L3 TRIAP1 TSPO TTPA GOBP_INTERNAL_PROTEIN_AMINO_ACID_ACETYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTERNAL_PROTEIN_AMINO_ACID_ACETYLATION ACTL6A ACTL6B ATAT1 AUTS2 BAG6 BAZ1B BRCA1 BRD8 CPA4 CREBBP DDX21 DEK DMAP1 EP300 EP400 ERCC6 FLCN GATA2 HAT1 KANSL2 KANSL3 KAT14 KAT2A KAT2B KAT7 MAP3K7 MAPT MORF4L1 MORF4L2 MRGBP MSL1 MSL2 MSL3 MSL3P1 MYBBP1A NAA10 NAT8 NAT8B NFYA NFYB NFYC PHF20 PHF20L1 PPARGC1A RUVBL1 RUVBL2 SET SF3B1 SGF29 SMARCA5 SUPT3H TADA2A TADA2B TAF10 TAF5L TAF9 YEATS2 YEATS4 GOBP_INTERNEURON_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTERNEURON_MIGRATION ARX CCR4 CNTN2 DRD1 DRD2 EVX1 FAT3 FEZF1 FEZF2 LHX6 NKX2-1 NR2F2 PAFAH1B1 RELN SOX1 GOBP_INTERNEURON_MIGRATION_FROM_THE_SUBPALLIUM_TO_THE_CORTEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTERNEURON_MIGRATION_FROM_THE_SUBPALLIUM_TO_THE_CORTEX ARL13B ARX CNTN2 DRD1 DRD2 FEZF2 LHX6 NRG3 GOBP_INTERSTRAND_CROSS_LINK_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTERSTRAND_CROSS_LINK_REPAIR ATR C1orf112 CENPS CENPX DCLRE1A DCLRE1B DCLRE1C ERCC1 ERCC4 ERCC6L2 EXO5 FAAP100 FAAP20 FAAP24 FAN1 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM HROB MCM8 MCM9 NEIL3 NUCKS1 POLN RAD51 RAD51AP1 RAD51D RFWD3 RNF168 RNF8 VCP XPA XRCC3 GOBP_INTESTINAL_ABSORPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTESTINAL_ABSORPTION ABCG5 ABCG8 ACO1 ADRA2A AKR1C1 APOA1 APOA2 APOA4 CD36 CEL CYP8B1 ENPP7 EPB41 EZR F11R FABP1 FABP2 GCNT3 HAMP IREB2 KCNQ1 LDLR LEP LIMA1 LPCAT3 MOGAT2 NPC1 NPC1L1 PLS1 PNLIP PRAP1 SCARB1 SLC26A6 SLC2A5 SLC46A1 SLC5A1 SOAT2 TJP2 UGCG VDR VIL1 GOBP_INTESTINAL_CHOLESTEROL_ABSORPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTESTINAL_CHOLESTEROL_ABSORPTION ABCG5 ABCG8 AKR1C1 APOA1 APOA2 APOA4 CD36 CEL CYP8B1 ENPP7 LDLR LEP LIMA1 LPCAT3 NPC1 NPC1L1 PNLIP SOAT2 GOBP_INTESTINAL_EPITHELIAL_CELL_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTESTINAL_EPITHELIAL_CELL_DEVELOPMENT C1GALT1 CDKN1A FZD5 HIF1A HOXA5 IL6ST KLF5 MIR29B1 NKX3-2 PRDM1 SPDEF SRC TIGAR TLR9 TMIGD1 TYMS YAP1 YIPF6 GOBP_INTESTINAL_EPITHELIAL_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTESTINAL_EPITHELIAL_CELL_DIFFERENTIATION C1GALT1 CBFA2T2 CDKN1A CDX2 FZD5 GATA4 GATA5 GATA6 HIF1A HOXA5 IL6ST KLF5 MIR29B1 NKX3-2 NPY PRDM1 PTK6 PYY SAV1 SOX9 SPDEF SRC TIGAR TLR9 TMIGD1 TYMS YAP1 YIPF6 GOBP_INTESTINAL_EPITHELIAL_CELL_MATURATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTESTINAL_EPITHELIAL_CELL_MATURATION CDKN1A FZD5 HIF1A HOXA5 TMIGD1 TYMS GOBP_INTESTINAL_EPITHELIAL_STRUCTURE_MAINTENANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTESTINAL_EPITHELIAL_STRUCTURE_MAINTENANCE IL10RA IL17A INAVA NEUROD1 SLC22A5 SOX9 TLR4 ZNF830 GOBP_INTESTINAL_HEXOSE_ABSORPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTESTINAL_HEXOSE_ABSORPTION EZR PLS1 SLC2A5 SLC5A1 VIL1 GOBP_INTESTINAL_LIPID_ABSORPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTESTINAL_LIPID_ABSORPTION ABCG5 ABCG8 AKR1C1 APOA1 APOA2 APOA4 CD36 CEL CYP8B1 ENPP7 FABP2 LDLR LEP LIMA1 LPCAT3 NPC1 NPC1L1 PNLIP PRAP1 SCARB1 SOAT2 UGCG GOBP_INTESTINAL_STEM_CELL_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTESTINAL_STEM_CELL_HOMEOSTASIS LGR4 LPCAT3 NOD2 PLA2G10 PLA2G2A ZNHIT1 GOBP_INTESTINE_SMOOTH_MUSCLE_CONTRACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTESTINE_SMOOTH_MUSCLE_CONTRACTION GHRL GHSR HTR1D HTR2B KIT PTGER3 SCN11A TACR2 GOBP_INTRACELLULAR_AMINO_ACID_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTRACELLULAR_AMINO_ACID_HOMEOSTASIS GLS GRM2 KCTD7 SLC1A1 SLC38A3 SLC66A1 SLC7A11 TPP2 GOBP_INTRACELLULAR_DISTRIBUTION_OF_MITOCHONDRIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTRACELLULAR_DISTRIBUTION_OF_MITOCHONDRIA ARMC1 BHLHA15 CLUH DNM1L KAT2A LRRK2 MAPT GOBP_INTRACELLULAR_ESTROGEN_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTRACELLULAR_ESTROGEN_RECEPTOR_SIGNALING_PATHWAY AR ARID1A BRCA1 CARM1 CNOT1 CNOT2 CNOT9 CYP7B1 DDRGK1 DDX17 DDX5 DDX54 DEFA1 DEFA1B DEFA3 DNAAF4 EGLN2 ESR1 ESR2 FOXA1 FOXH1 ISL1 KANK2 KMT2D LATS1 LBH MED1 NCOA4 PADI2 PAGR1 PAK1 PARP1 PHB2 POU4F2 PPARGC1B RBFOX2 SAFB SKP2 SRARP SRC STRN3 TADA3 TAF7 TP63 TRIP4 UBA5 UFL1 UFM1 UFSP2 VPS11 VPS18 WBP2 YAP1 ZNF366 GOBP_INTRACELLULAR_GLUCOSE_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTRACELLULAR_GLUCOSE_HOMEOSTASIS ABCA12 ABCC8 ACE ADCY5 ADCY8 ADRA2A AGER ANO1 BAD BAIAP3 BRSK2 C1QTNF12 C2CD2L CARTPT CASR CCDC186 CDK16 CFTR CLTRN CMA1 CPB2 CYP7A1 EFNA5 ENY2 EPHA5 ERN1 FGF21 FKBP1B FOXA2 FOXA3 FOXK1 FOXK2 FOXO1 GAS6 GATA4 GCG GCK GCLC GCLM GHRL GJB6 GPER1 GPLD1 GPR27 GPR68 GPX1 HIF1A HK1 HK2 HK3 HKDC1 HLA-DRB1 ICAM1 IGF1R IRS2 JAGN1 KAT5 KCNB1 KLF15 KLF7 LIN28A LRP5 LRRC8A LRRC8D MIR103A1 MIR146A MIR15A MIR16-1 MIR320A MIR320B1 MIR320B2 MIR320C1 MIR320C2 MIR320D1 MIR320D2 MIR320E MIR337 MIRLET7G MLXIPL MPC2 NADK NCF1 NDUFAF2 NEUROD1 NGFR NKX6-1 NOX4 NPTX1 NR1D1 NR1H4 NUCKS1 OPRK1 OSBP PAX2 PAX6 PCK1 PCK2 PDE8B PDK3 PDX1 PIH1D1 PIK3CA PIK3R1 PIK3R2 PIM3 PLA2G6 PPARGC1A PPP3CA PPP3CB PRKAA1 PRKAA2 PRKACA PRKCE PTPRN PTPRN2 RAB11B RAB11FIP2 RAB11FIP5 RACK1 RAF1 RBM4 RFX6 SELENOT SERPINF1 SIDT2 SIN3A SIRT1 SLC12A6 SLC12A7 SLC29A1 SLC2A2 SLC39A14 SLC9B2 SMAD4 SMARCA4 SMARCB1 SOX4 SRF SRI STX4 STXBP3 STXBP4 SYBU TH TIAM1 TRA2B TREM2 TRPM4 TUNAR TWNK UBTF UCP2 UNC13B VSNL1 XBP1 ZBED6 ZBTB20 ZNF236 GOBP_INTRACELLULAR_GLUTAMATE_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTRACELLULAR_GLUTAMATE_HOMEOSTASIS GLS GRM2 KCTD7 SLC1A1 SLC7A11 GOBP_INTRACELLULAR_IRON_ION_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTRACELLULAR_IRON_ION_HOMEOSTASIS ABCB6 ABCB7 ACO1 ALAS2 ATP13A2 ATP6AP1 ATP6V0A2 ATP6V0D1 ATP6V1A ATP6V1G1 B2M BDH2 BMP6 BOLA1 BOLA2 BOLA2B BOLA3 CCDC115 CP CYB561 CYB561A3 CYBRD1 EGLN1 ERFE FBXL5 FLVCR1 FRRS1 FTH1 FTH1P19 FTHL17 FTL FTMT FXN GDF2 GLRX3 GLRX5 HAMP HEPHL1 HFE HIF1A HJV HMOX1 HPX IFNG IREB2 ISCU MIR210 MYC NAGLU NCOA4 NDFIP1 NEO1 NUBP1 PICALM SCARA5 SLC11A1 SLC11A2 SLC22A17 SLC39A14 SLC39A8 SLC40A1 SLC46A1 SMAD4 SOD1 SRI STEAP2 STEAP4 TF TFR2 TFRC TMEM199 TMPRSS6 TTC7A GOBP_INTRACELLULAR_LIPID_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTRACELLULAR_LIPID_TRANSPORT ABCA1 ABCA12 ABCA2 ABCD1 ABCD2 ABCD3 ABCD4 ABCG1 ANXA2 ARL8B ARV1 CERT1 CES1 CPT1A CPT1B CPT2 FABP3 GLTP GRAMD1A GRAMD1B GRAMD1C LDLR LDLRAP1 LRP6 MIR17 MIR27B NPC1 NPC2 NUS1 OSBP OSBPL2 PCSK9 PIP4K2A PLEKHA8 PLEKHA8P1 RELCH SCP2 SERAC1 SGPP1 SLC25A20 STAR STARD4 SYT7 TMEM41B TPCN2 TSPO2 VPS4A VPS51 VPS52 VPS53 VPS54 GOBP_INTRACELLULAR_MONOATOMIC_ANION_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTRACELLULAR_MONOATOMIC_ANION_HOMEOSTASIS FASLG KCNE3 KCNQ1 SLC12A2 SLC12A5 STK39 TBXAS1 UMOD WNK1 WNK4 GOBP_INTRACELLULAR_MRNA_LOCALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTRACELLULAR_MRNA_LOCALIZATION A1CF BICD1 CASC3 DHX36 FUBP3 KIF5C MEX3D PUM2 STAU1 STAU2 ZFP36 ZFP36L1 ZNF385A GOBP_INTRACELLULAR_NITROGEN_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTRACELLULAR_NITROGEN_HOMEOSTASIS ASL BAX BCL2 LGSN NR1H4 GOBP_INTRACELLULAR_OXYGEN_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTRACELLULAR_OXYGEN_HOMEOSTASIS ALAS2 AQP11 CIAO3 EGLN1 HIF1A NNT SOD2 WNT7B GOBP_INTRACELLULAR_PHOSPHATE_ION_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTRACELLULAR_PHOSPHATE_ION_HOMEOSTASIS ABCC6 ENPP1 FGF23 GCM2 NHERF1 SLC34A1 SLC34A2 SLC34A3 UMOD XPR1 GOBP_INTRACELLULAR_PH_ELEVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTRACELLULAR_PH_ELEVATION CFTR CLN3 NOX1 OCA2 SLC26A3 SLC26A6 SLC45A2 TMEM175 GOBP_INTRACELLULAR_PH_REDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTRACELLULAR_PH_REDUCTION AQP11 ATP6AP1 ATP6AP2 ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1D ATP6V1F ATP6V1H AVP AVPR1A BCL2 CA2 CA7 CCDC115 CLCN3 CLIC4 CLN3 CLN5 CLN6 CREG1 DMXL1 DMXL2 FASLG GPR89A GPR89B GRN PPT1 RAB20 RAB38 RAB39A RAB7A RNASEK SLAMF8 SLC11A1 SLC12A5 SLC4A7 SLC9A7 SLC9A8 SNAPIN TCIRG1 TMEM106B TMEM199 TMEM9 TPCN2 UBE3A GOBP_INTRACELLULAR_POTASSIUM_ION_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTRACELLULAR_POTASSIUM_ION_HOMEOSTASIS ATP12A ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP1B1 ATP1B2 ATP1B3 ATP4A ATP4B FXYD2 KCNJ2 KCNMA1 KCTD7 SLC12A2 GOBP_INTRACELLULAR_PROTEIN_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTRACELLULAR_PROTEIN_TRANSMEMBRANE_TRANSPORT AIFM1 AKT2 BCR C2CD5 CHCHD4 DNAJC15 DNAJC19 DNLZ GLP1R GRPEL1 GRPEL2 HSPA5 HSPD1 LONP2 PAM16 PEX1 PEX10 PEX12 PEX13 PEX14 PEX16 PEX2 PEX26 PEX5 PEX5L PEX6 PEX7 ROMO1 RTN2 SEC61A1 SEC61A2 SEC61B SEC61G SEC62 SEC63 SRP54 TIMM17A TIMM17B TIMM21 TIMM23 TIMM23B TIMM44 TIMM50 TOMM20 TOMM20L TOMM40 TOMM40L TOMM7 TOMM70 TRAM1 TRAM1L1 TRAM2 TRIM37 USP9X ZFAND2B GOBP_INTRACELLULAR_PROTEIN_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTRACELLULAR_PROTEIN_TRANSPORT ABCA12 ABLIM3 ABRA ACD ADCY10 ADIPOQ ADORA1 AGK AHCYL1 AIFM1 AIP AKAP5 AKAP6 AKIRIN2 AKT1 AKT2 ANGPT1 ANK3 ANKLE1 ANP32B AP1B1 AP1G1 AP1G2 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 AP3B1 AP3B2 AP3D1 AP3M1 AP3M2 AP3S1 AP3S2 AP4B1 AP4E1 AP4M1 AP4S1 APBA1 APOD APPBP2 APPL1 APPL2 AQP11 ARCN1 ARF1 ARF3 ARF4 ARF5 ARF6 ARFGAP3 ARFIP1 ARFIP2 ARFRP1 ARHGAP44 ARHGEF2 ARIH2 ARL1 ARL11 ARL14 ARL17B ARL4A ARL4C ARL4D ARL5A ARL5B ARL5C ARL6 ARL6IP1 ASPSCR1 ATF2 ATG13 ATG14 ATG3 ATP13A2 ATP1B1 ATP5IF1 ATP6AP1 AUP1 B3GAT3 BAG3 BAG4 BAG6 BAP1 BARD1 BAX BBC3 BCAP29 BCAP31 BCL3 BCR BCS1L BECN1 BHLHE40-AS1 BID BMP4 BNIP3L BRSK2 C11orf65 C17orf75 C2CD5 CABP1 CACNG2 CACNG3 CACNG4 CACNG5 CACNG7 CACNG8 CALR CAMK1 CAMSAP3 CBLB CCHCR1 CD24 CD36 CD74 CD81 CDC37 CDH1 CDK1 CDK5 CDK5R1 CDKN1A CEMIP CEP131 CEP290 CHCHD4 CHM CHML CHMP4A CHMP4B CHP1 CHP2 CHRM1 CIB1 CLIP3 CLTA CLTB CLTC CLTCL1 CLU COG3 COG7 COPA COPB1 COPB2 COPG1 COPG2 COPZ1 COPZ2 COX18 CRY2 CRYZL2P-SEC16B CSE1L CSNK2A2 CTDSPL2 CTSA CTTN DERL1 DERL2 DERL3 DESI1 DLG2 DMAP1 DMTN DNAJC15 DNAJC19 DNAJC27 DNLZ DRD1 DUSP16 E2F3 ECT2 EDEM1 EDEM2 EFCAB7 EGR2 EHD1 EIF2D EIF4ENIF1 ELAVL1 EMD EP300 ERBB2 ERBIN ERGIC3 ERLEC1 ERP29 EXOC6 EXOC6B EXPH5 FAF2 FAM53A FAM53B FAM53C FAM91A1 FBXO7 FBXW7 FERMT1 FGF9 FIS1 FLNA FRAT1 FRAT2 FUT10 FYN FZD5 GABARAP GAS6 GBP5 GCC2 GCKR GDAP1 GDI1 GET3 GET4 GFAP GGA1 GGA2 GGA3 GIPC1 GJD2-DT GLI3 GLP1R GNPTAB GNPTG GOLGA7 GOLGA7B GPIHBP1 GRIP1 GRIP2 GRIPAP1 GRPEL1 GRPEL2 GSK3A GSK3B GZMB HACL1 HAP1 HAX1 HCLS1 HDAC3 HDAC6 HEATR3 HERC2 HERPUD1 HGS HIKESHI HM13 HOMER3 HPCA HPS4 HRAS HSP90AA1 HSP90B1 HSPA1L HSPA4 HSPA5 HSPA8 HSPA9 HSPB1 HSPD1 HTRA2 HUWE1 HYAL2 ICE1 ICMT IFI27 IFNG IFT22 IFT27 IL1B IL33 IMMP1L IMMP2L ING1 INPP5K INSIG1 IPO11 IPO13 IPO4 IPO5 IPO7 IPO8 IPO9 IRGM ITGAM ITGB1BP1 ITGB2 JAK2 JUP KATNB1 KCNB1 KCNE1 KCNQ3 KIF13A KIF13B KIF20B KIF5A KIF5B KIF5C KPNA1 KPNA2 KPNA3 KPNA4 KPNA5 KPNA6 KPNA7 KPNB1 LAMP2 LAPTM5 LARGE1 LCP1 LEP LEPROT LHCGR LMAN1 LMNA LOC101929130 LONP2 LRRC7 LRRK2 LTBP2 M6PR MAIP1 MAN1A1 MAP1A MAP1LC3C MAPK14 MAPK8 MAPK8IP3 MAVS MDFIC MDM2 MED1 MFF MFN2 MGARP MICALL1 MICALL2 MIEF1 MIEF2 MIPEP MLPH MMP12 MOAP1 MON1A MON1B MTCH1 MTCH2 MTCL1 MTERF4 MTX1 MTX2 MVB12A MYO1C MYO6 MYO7A MYRIP NACA NACA2 NACA4P NACAD NAGPA NAPA NAPB NAPG NCF1 NCOA4 NDEL1 NDP NDUFA13 NEDD4 NETO1 NF1 NFKBIA NGFR NLGN1 NMT1 NOTCH1 NPAP1 NPEPPS NPLOC4 NPM1 NSF NSG1 NUP107 NUP133 NUP153 NUP155 NUP188 NUP214 NUP35 NUP42 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 NUTF2 NXT1 OAZ1 OAZ2 OAZ3 OS9 OXA1L PAM16 PARD3 PARK7 PARL PCM1 PCNT PDCD10 PDCD5 PDCD6 PDZK1 PEX1 PEX10 PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX5L PEX6 PEX7 PHB2 PICK1 PIK3C3 PIK3R1 PIK3R2 PIK3R4 PIKFYVE PINK1 PITRM1 PKD1 PKIA PKIG PLK3 PML PMPCA PMPCB POLA2 POM121 POM121B POM121C POM121L2 PPM1A PPP1R10 PPP3CA PPP3R1 PREB PRICKLE1 PRKAA1 PRKACA PRKCD PRKCI PRKD1 PRKN PRNP PRR5L PSEN1 PTGS2 PTPN1 PTPN11 PTPN14 PTPN23 PTTG1IP PXK RAB11A RAB14 RAB17 RAB18 RAB19 RAB1A RAB1B RAB1C RAB20 RAB21 RAB22A RAB23 RAB24 RAB27B RAB28 RAB29 RAB31 RAB32 RAB38 RAB3GAP2 RAB3IP RAB41 RAB43 RAB5A RAB5B RAB5C RAB6A RAB6B RAB6C RAB6D RAB7A RAB8A RAB8B RABGEF1 RABL2A RABL2B RABL3 RAC2 RAMP1 RAMP2 RAMP3 RAN RANBP17 RANBP2 RANBP3 RANBP3L RANBP6 RANGAP1 RANGRF RAPGEF3 RASSF9 RBM22 REEP2 RFTN1 RGPD1 RGPD2 RGPD3 RGPD4 RGPD5 RGPD6 RGPD8 RHBDD1 RHOB RHOU RIC1 RILPL1 RILPL2 RIMS1 RIMS2 RIPOR1 RN7SL1 RN7SL2 RN7SL3 RNF31 ROMO1 RPAIN RPGR RPH3A RPH3AL RPL11 RPL23 RTN2 RTP1 RTP2 RTP3 RTP4 RTP5 RUFY3 SAE1 SAMM50 SAR1A SAR1B SCARB2 SCFD1 SCFD2 SCG5 SCRIB SDCBP SEC13 SEC16A SEC16B SEC23A SEC23B SEC23IP SEC24A SEC24B SEC24C SEC24D SEC31A SEC31B SEC61A1 SEC61A2 SEC61B SEC61G SEC62 SEC63 SEL1L SELENOS SFN SGTA SGTB SH3GLB1 SH3TC2 SHH SIAH3 SIL1 SIRT4 SIRT6 SIRT7 SIX2 SLC1A1 SLC35D3 SLC51B SLU7 SMAD3 SMO SMURF1 SNAP25-AS1 SNAPIN SNF8 SNUPN SNX1 SNX10 SNX11 SNX13 SNX15 SNX16 SNX17 SNX2 SNX27 SNX31 SNX33 SNX5 SNX6 SNX8 SNX9 SORCS2 SORL1 SORT1 SP100 SPAG17 SPCS1 SPCS2 SPCS3 SPG11 SPRN SQSTM1 SREBF1 SREBF2 SRP14 SRP19 SRP54 SRP68 SRP72 SRP9 SRPRA SRPRB SSR1 SSR2 SSR3 STAM STAM2 STAT3 STK3 STK4 STOM STRADA STRADB STX10 STX11 STX12 STX16 STX17 STX18 STX19 STX1A STX1B STX2 STX3 STX4 STX5 STX6 STX7 STX8 STXBP1 STXBP2 STXBP3 STXBP4 STYX SUFU SUMO1 SURF4 SVIP SYK SYNDIG1 SYNGR1 SYNJ2BP SYNRG SYTL1 SYTL2 SYTL3 SYTL4 SYTL5 SYVN1 TAMALIN TAOK2 TARDBP TBC1D13 TCAF1 TCAF2 TECPR2 TENM1 TGFB1 TGFBRAP1 TIMM10 TIMM10B TIMM13 TIMM17A TIMM17B TIMM21 TIMM22 TIMM23 TIMM23B TIMM29 TIMM44 TIMM50 TIMM8A TIMM8B TIMM9 TLK1 TM9SF4 TMCO6 TMED1 TMED10 TMED2 TMED3 TMED4 TMED5 TMED6 TMED7 TMED9 TMEM129 TMEM30A TMEM30B TNPO1 TNPO2 TNPO3 TOMM20 TOMM20L TOMM22 TOMM34 TOMM40 TOMM40L TOMM5 TOMM6 TOMM7 TOMM70 TP53 TPR TRAF3IP2 TRAK1 TRAK2 TRAM1 TRAM1L1 TRAM2 TRARG1 TRIM23 TRIM28 TRIM37 TRMT10B TSC2 TSG101 TSNARE1 TSPO TTC9-DT TUBA1A TXN TXNIP UBAC2 UBAP1 UBE2D3 UBE2G2 UBE2J1 UBE2J2 UBE2L3 UBL4A UBL4B UBL5 UBR5 UFD1 UFM1 UHMK1 UMOD UNC93B1 USO1 USP17L2 USP36 USP9X VAMP2 VCP VIPAS39 VPS11 VPS13A VPS13C VPS13D VPS16 VPS18 VPS25 VPS26A VPS26B VPS26C VPS28 VPS29 VPS33A VPS33B VPS35 VPS36 VPS37A VPS37B VPS37C VPS37D VPS39 VPS41 VPS45 VPS4A VPS51 VPS52 VPS53 VPS54 VPS8 VTI1A VTI1B WASH3P WDR11 WLS XPO1 XPO4 XPO5 XPO6 XPO7 XPOT YIF1B YOD1 YWHAB YWHAE YWHAG YWHAH YWHAQ ZC3H12A ZDHHC1 ZDHHC11 ZDHHC11B ZDHHC12 ZDHHC14 ZDHHC15 ZDHHC18 ZDHHC19 ZDHHC2 ZDHHC20 ZDHHC21 ZDHHC22 ZDHHC23 ZDHHC24 ZDHHC3 ZDHHC4 ZDHHC6 ZDHHC7 ZDHHC9 ZFAND1 ZFAND2A ZFAND2B ZFAND6 ZFYVE16 ZIC1 ZPR1 GOBP_INTRACELLULAR_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTRACELLULAR_RECEPTOR_SIGNALING_PATHWAY ACTN4 AHR AHRR AKR1C3 ALDH1A2 ALOX15 ALOX15B ALOXE3 ALPK1 ANKRD17 AR ARID1A ARNT ASXL1 ASXL2 ATAT1 BIRC2 BIRC3 BMAL1 BMP2 BRCA1 BRCC3 BTK C1QBP CALCOCO1 CALR CARD8 CARM1 CAV1 CD36 CGAS CITED2 CLOCK CLPB CNOT1 CNOT2 CNOT9 COLEC12 CPTP CRKL CRY1 CRY2 CSNK1A1 CST11 CTBP2 CYLD CYP24A1 CYP26A1 CYP26B1 CYP26C1 CYP27B1 CYP7B1 DAB2 DAXX DCBLD2 DDRGK1 DDX17 DDX3X DDX5 DDX54 DDX60 DEFA1 DEFA1B DEFA3 DHRS3 DHX33 DHX58 DNAAF4 DNAJA1 EGLN2 EIF2AK2 EP300 EPG5 ERBIN ESR1 ESR2 ESRRA ESRRB ESRRG EZH2 F2RL1 FABP5 FAM120B FBXL2 FCRL3 FKBP4 FLOT1 FLOT2 FOXA1 FOXH1 FOXP1 GBP2 GBP5 GHRHR GPATCH3 GPER1 GPHB5 GPS2 GRAMD4 HAVCR2 HDAC1 HDAC6 HEYL HMGB1 HNF4A HNF4G HSPA1A HSPA1B HSPA8 IFIH1 IKBKB INAVA IPO5 IRAK1 IRAK4 IRF3 IRF7 IRGM ISL1 ITCH JAK2 KANK2 KCNJ8 KDM1A KDM3A KDM4C KDM5D KLF2 KMT2D LACC1 LATS1 LBH LEP LILRA4 LMO3 LSM14A MAP2K6 MAP3K7 MAPK1 MAPK8 MARK4 MAVS MED1 MEFV MIR208A MIR34A MIR708 MN1 MYD88 NAGK NCOA1 NCOA2 NCOA4 NCOR1 NCOR2 NEDD4 NEK7 NFKBIA NKX3-1 NLRC3 NLRP1 NLRP2B NLRP3 NLRP6 NLRX1 NOD1 NOD2 NODAL NOP53 NPLOC4 NR0B1 NR1D1 NR1D2 NR1H2 NR1H3 NR1H4 NR1I2 NR1I3 NR2C1 NR2C2 NR2E1 NR2E3 NR2F1 NR2F2 NR2F6 NR3C1 NR3C2 NR4A1 NR4A2 NR4A3 NR5A1 NR5A2 NR6A1 OAS1 OAS3 OASL OTULIN PADI2 PAGR1 PAK1 PARK7 PARP1 PDK3 PELI1 PER1 PGR PHB1 PHB2 PIAS2 PIK3AP1 PIM1 PKN1 PLCG2 PLIN5 PLPP1 PMEPA1 PML POU4F2 PPARA PPARD PPARG PPARGC1B PPP2CA PRAME PRCP PRKD1 PRMT2 PTF1A PTGES3 PTGIS PTPN22 PTPRS PUM1 PUM2 PYCARD PYDC1 PYDC2 PYDC5 RAB7B RARA RARB RARG RBFOX2 RELA RFTN1 RHOA RHOXF1 RIGI RIOK3 RIPK2 RNF125 RNF135 RNF14 RNF34 RNF6 RORA RORB RORC RSAD2 RTN4 RWDD1 RXRA RXRB RXRG SAFB SAFB2 SCARA3 SCGB2A1 SCGB2A2 SCIMP SEC14L1 SFRP1 SIRT1 SIRT2 SKP2 SLC15A2 SLC15A3 SLC15A4 SLC46A2 SMARCA4 SNAI2 SNW1 SRARP SRC SREBF1 STAT3 STING1 STMP1 STRN3 TADA3 TAF7 TARBP2 TASL TBK1 TBX1 TCF21 THRA THRB TICAM1 TIFA TIRAP TKFC TLR3 TLR4 TLR6 TLR7 TLR8 TLR9 TMF1 TNF TNFAIP3 TNIP2 TP63 TRAF6 TREM2 TREML4 TRERF1 TRIM11 TRIM15 TRIM16 TRIM24 TRIM25 TRIM3 TRIM31 TRIM68 TRIP4 TSPAN6 TWIST1 UBA5 UBE3A UBQLN1 UBR5 UFD1 UFL1 UFM1 UFSP2 UNC93B1 USP15 USP17L2 USP26 USP50 VDR VPS11 VPS18 WBP2 WDFY1 XIAP YAP1 YWHAH ZBTB7A ZCCHC3 ZDHHC12 ZDHHC7 ZMIZ1 ZNF366 ZNF536 ZNRF4 GOBP_INTRACELLULAR_SODIUM_ION_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTRACELLULAR_SODIUM_ION_HOMEOSTASIS ATP12A ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP1B1 ATP1B2 ATP1B3 ATP4A ATP4B FXYD2 IL1A SCNN1A SCNN1B SCNN1D SCNN1G SLC12A2 SLC1A3 SLC8A1 SLC9A1 TMPRSS3 UMOD GOBP_INTRACELLULAR_SPHINGOLIPID_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTRACELLULAR_SPHINGOLIPID_HOMEOSTASIS ABCA2 ORMDL1 ORMDL2 ORMDL3 RTN4 GOBP_INTRACELLULAR_STEROL_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTRACELLULAR_STEROL_TRANSPORT ABCA1 ABCA2 ABCG1 ANXA2 ARL8B ARV1 CES1 GRAMD1A GRAMD1B GRAMD1C LDLR LDLRAP1 LRP6 MIR17 MIR27B NPC1 NPC2 NUS1 OSBP OSBPL2 PCSK9 PIP4K2A RELCH SCP2 SERAC1 STAR STARD4 SYT7 TPCN2 TSPO2 VPS4A VPS51 VPS52 VPS53 VPS54 GOBP_INTRACELLULAR_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTRACELLULAR_TRANSPORT AAAS ABCA1 ABCA12 ABCA2 ABCB10 ABCD1 ABCD2 ABCD3 ABCD4 ABCE1 ABCG1 ABLIM3 ABRA ACAA2 ACAP2 ACD ACTN2 ACTN4 ACTR10 ACTR2 ADCY10 ADIPOQ ADORA1 ADRB2 AFTPH AGAP2 AGBL4 AGFG1 AGK AGTPBP1 AHCTF1 AHCYL1 AIFM1 AIP AKAP5 AKAP6 AKAP8L AKIRIN2 AKT1 AKT2 AKTIP ALKBH5 ALKBH7 ALMS1 ALS2 ALS2CL ALYREF ANGPT1 ANK1 ANK3 ANKFY1 ANKLE1 ANKRD27 ANKRD50 ANKRD54 ANP32A ANP32B ANP32C ANXA2 ANXA8 ANXA8L1 AP1AR AP1B1 AP1G1 AP1G2 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 AP3B1 AP3B2 AP3D1 AP3M1 AP3M2 AP3S1 AP3S2 AP4B1 AP4E1 AP4M1 AP4S1 AP5B1 AP5M1 AP5S1 AP5Z1 APBA1 APOD APOE APP APPBP2 APPL1 APPL2 AQP11 ARCN1 ARF1 ARF3 ARF4 ARF5 ARF6 ARFGAP3 ARFIP1 ARFIP2 ARFRP1 ARHGAP1 ARHGAP11B ARHGAP21 ARHGAP44 ARHGAP8 ARHGEF2 ARIH2 ARL1 ARL11 ARL14 ARL17B ARL3 ARL4A ARL4C ARL4D ARL5A ARL5B ARL5C ARL6 ARL6IP1 ARL8A ARL8B ARMCX3 ARSB ARV1 ASB15 ASPSCR1 ATF2 ATG13 ATG14 ATG3 ATL2 ATL3 ATP13A2 ATP1B1 ATP2A1 ATP2A2 ATP2A3 ATP5IF1 ATP6AP1 ATP6V0D1 ATP6V0D2 ATP9A ATXN1 AUP1 AXIN1 B3GAT3 BACH2 BAD BAG3 BAG4 BAG6 BAIAP3 BAK1 BAP1 BARD1 BAX BBC3 BBS12 BBS5 BBS7 BCAP29 BCAP31 BCL2 BCL2L1 BCL2L11 BCL2L2 BCL3 BCR BCS1L BECN1 BECN2 BET1 BET1L BHLHE40-AS1 BICD1 BICD2 BICDL1 BICDL2 BID BIN1 BLOC1S1 BLOC1S2 BLOC1S3 BLOC1S4 BLOC1S5 BLOC1S6 BLTP1 BLTP3B BMP4 BNIP3 BNIP3L BOK BORCS5 BORCS6 BORCS7 BORCS8 BRSK2 BVES C11orf65 C12orf50 C17orf75 C2CD5 C9orf72 CABP1 CACNG2 CACNG3 CACNG4 CACNG5 CACNG7 CACNG8 CALR CALY CAMK1 CAMK2A CAMSAP3 CAPN10 CASC3 CBLB CCDC186 CCDC22 CCDC38 CCDC88A CCDC88B CCDC88C CCDC91 CCDC93 CCHCR1 CD24 CD36 CD63 CD74 CD81 CDAN1 CDC37 CDC42 CDH1 CDK1 CDK5 CDK5R1 CDKN1A CDKN1B CDR2L CDX2 CEMIP CEP120 CEP131 CEP290 CERT1 CES1 CHCHD10 CHCHD4 CHM CHML CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CHP1 CHP2 CHRM1 CHTOP CIB1 CIDEB CILK1 CITED1 CLBA1 CLEC16A CLIP3 CLMN CLN3 CLN5 CLTA CLTB CLTC CLTCL1 CLU CLUAP1 CMTM6 CNIH4 CNP COG3 COG7 COPA COPB1 COPB2 COPE COPG1 COPG2 COPZ1 COPZ2 CORO1A CORO1C CORO7 COX18 CPSF6 CPT1A CPT1B CPT2 CREB3L2 CRY2 CRYAA CRYAB CRYZL2P-SEC16B CSE1L CSNK1D CSNK2A2 CSPG5 CTAGE1 CTAGE15 CTAGE4 CTAGE6 CTAGE8 CTAGE9 CTDSPL2 CTSA CTTN CUL3 DAB2 DAW1 DCLK1 DCTN1 DDX19A DDX19B DDX25 DDX39A DDX39B DENND10 DENND1A DENND1B DENND1C DENND2A DENND3 DENND5A DERL1 DERL2 DERL3 DESI1 DHX9 DLG2 DMAP1 DMTN DNAJC13 DNAJC15 DNAJC19 DNAJC27 DNLZ DOCK7 DOP1A DOP1B DPY30 DRD1 DST DTNBP1 DTX3L DUSP16 DYNC1H1 DYNC1I1 DYNC1I2 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLL1 DYNLT2B E2F3 ECT2 EDEM1 EDEM2 EEA1 EFCAB7 EGR2 EHD1 EHD2 EHD3 EHD4 EIF2D EIF4A3 EIF4E EIF4ENIF1 EIF6 EIPR1 ELAVL1 EMD EMP2 ENTR1 ENY2 EP300 EPG5 EPS15 EPS15L1 ERBB2 ERBIN ERC1 ERGIC1 ERGIC2 ERGIC3 ERLEC1 ERP29 EVI5 EXOC6 EXOC6B EXPH5 EYA2 EZR F8A1 F8A2 F8A3 FABP3 FAF2 FAM53A FAM53B FAM53C FAM91A1 FBXO22 FBXO7 FBXW11 FBXW7 FERMT1 FEZ1 FGF9 FHIP1B FHOD1 FIS1 FLNA FLOT2 FLVCR1 FMN2 FMR1 FNBP1L FRAT1 FRAT2 FUT10 FUZ FYCO1 FYN FYTTD1 FZD5 FZD9 GABARAP GAK GAS1 GAS6 GBF1 GBP5 GCC2 GCKR GCLC GDAP1 GDI1 GET3 GET4 GFAP GGA1 GGA2 GGA3 GIPC1 GJD2-DT GLE1 GLI3 GLP1R GLTP GNPTAB GNPTG GOLGA2 GOLGA7 GOLGA7B GOLT1A GOLT1B GOPC GOSR1 GOSR2 GPIHBP1 GPRASP1 GRAMD1A GRAMD1B GRAMD1C GRIP1 GRIP2 GRIPAP1 GRN GRPEL1 GRPEL2 GSK3A GSK3B GZMB HACL1 HAP1 HAX1 HCLS1 HDAC3 HDAC6 HEATR3 HEATR5A HEATR5B HERC2 HERPUD1 HGS HGSNAT HHEX HIF1A HIKESHI HIP1R HK2 HM13 HMGXB4 HNRNPA1 HNRNPA2B1 HNRNPU HOMER3 HOOK1 HOOK2 HOOK3 HPCA HPS1 HPS3 HPS4 HPS5 HPS6 HRAS HSBP1 HSP90AA1 HSP90B1 HSPA1A HSPA1L HSPA4 HSPA5 HSPA8 HSPA9 HSPB1 HSPD1 HTATIP2 HTRA2 HTT HUWE1 HYAL2 HYOU1 ICE1 ICMT IER3 IER3IP1 IFI27 IFNG IFT122 IFT140 IFT172 IFT20 IFT22 IFT25 IFT27 IFT43 IFT46 IFT52 IFT57 IFT74 IFT80 IFT81 IFT88 IGF2R IL1B IL33 IMMP1L IMMP2L ING1 INPP5F INPP5K INSIG1 INTU IPO11 IPO13 IPO4 IPO5 IPO7 IPO8 IPO9 IRGM ITGAM ITGB1BP1 ITGB2 ITSN1 ITSN2 IWS1 JAK2 JUP KATNB1 KCNB1 KCNE1 KCNQ3 KDELR1 KDELR2 KDELR3 KHDRBS1 KIF13A KIF13B KIF16B KIF17 KIF1A KIF1B KIF1C KIF20B KIF28P KIF3A KIF3B KIF4A KIF5A KIF5B KIF5C KIFAP3 KIFBP KLC3 KLHL12 KLHL20 KPNA1 KPNA2 KPNA3 KPNA4 KPNA5 KPNA6 KPNA7 KPNB1 KXD1 LAMP1 LAMP2 LAMTOR1 LAPTM4B LAPTM5 LARGE1 LCA5 LCA5L LCP1 LDLR LDLRAP1 LEP LEPROT LEPROTL1 LHCGR LIPA LMAN1 LMAN1L LMAN2 LMAN2L LMNA LMNB1 LMNB2 LMTK2 LOC101929130 LONP2 LRP1 LRP6 LRPPRC LRRC7 LRRK2 LSG1 LTBP2 LTV1 LYSET LYST LZTS2 M6PR MAGEL2 MAGOH MAGOHB MAIP1 MAK MALT1 MAN1A1 MAP1A MAP1B MAP1LC3C MAP1S MAP2 MAP2K1 MAP2K2 MAP6 MAP6D1 MAPK1 MAPK14 MAPK15 MAPK3 MAPK8 MAPK8IP3 MAPT MAVS MCM3AP MDFIC MDM2 MDN1 MECP2 MED1 MFF MFN2 MGARP MGRN1 MIA2 MIA3 MICALL1 MICALL2 MIEF1 MIEF2 MIPEP MIR17 MIR27B MIR29A MIR29B1 MIR29C MKKS MLC1 MLPH MMP12 MOAP1 MON1A MON1B MON2 MPPE1 MPV17L MREG MRLN MSN MTCH1 MTCH2 MTCL1 MTERF4 MTM1 MTMR2 MTX1 MTX2 MUL1 MVB12A MX2 MYBPC3 MYLK2 MYO10 MYO15A MYO19 MYO1A MYO1B MYO1C MYO1D MYO1E MYO1F MYO1G MYO1H MYO5A MYO5B MYO5C MYO6 MYO7A MYO7B MYRIP NACA NACA2 NACA4P NACAD NAGPA NAIF1 NAPA NAPB NAPG NCBP1 NCBP2 NCBP3 NCF1 NCOA4 NDC1 NDE1 NDEL1 NDFIP1 NDFIP2 NDP NDRG4 NDUFA13 NEDD4 NEFH NEFL NEMF NETO1 NEUROD1 NF1 NF2 NFKBIA NGFR NHERF1 NLGN1 NMD3 NMT1 NOL6 NOP9 NOTCH1 NPAP1 NPC1 NPC2 NPEPPS NPLOC4 NPM1 NPTX1 NRBP1 NRDE2 NSF NSG1 NSG2 NSUN2 NTN1 NUDC NUMA1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP62CL NUP85 NUP88 NUP93 NUP98 NUS1 NUTF2 NXF1 NXF2 NXF2B NXF3 NXF5 NXT1 NXT2 OAZ1 OAZ2 OAZ3 OPA1 OS9 OSBP OSBPL2 OXA1L P4HB PABPN1 PAFAH1B1 PAM16 PARD3 PARK7 PARL PAX6 PCDHGA3 PCID2 PCM1 PCNT PCSK9 PDCD10 PDCD5 PDCD6 PDZK1 PEF1 PEX1 PEX10 PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX5L PEX6 PEX7 PGAP1 PHAX PHB2 PHETA1 PHETA2 PICALM PICK1 PIK3C3 PIK3R1 PIK3R2 PIK3R4 PIKFYVE PINK1 PIP4K2A PITRM1 PKD1 PKIA PKIG PLA2G3 PLA2G4E PLEKHA3 PLEKHA8 PLEKHA8P1 PLEKHF1 PLEKHF2 PLEKHJ1 PLEKHM1 PLK3 PLN PMAIP1 PML PMPCA PMPCB POLA2 POLDIP3 POM121 POM121B POM121C POM121L2 PPFIA2 PPIF PPM1A PPP1CC PPP1R10 PPP1R12A PPP3CA PPP3R1 PPP6C PREB PREPL PRICKLE1 PRKAA1 PRKACA PRKAG1 PRKCD PRKCI PRKCZ PRKD1 PRKN PRNP PRR5L PSAP PSEN1 PTGS2 PTPN1 PTPN11 PTPN14 PTPN23 PTTG1IP PURA PXK RAB10 RAB11A RAB11B RAB11FIP3 RAB11FIP4 RAB12 RAB13 RAB14 RAB17 RAB18 RAB19 RAB1A RAB1B RAB1C RAB20 RAB21 RAB22A RAB23 RAB24 RAB27B RAB28 RAB29 RAB2A RAB31 RAB32 RAB35 RAB38 RAB3GAP2 RAB3IP RAB41 RAB43 RAB5A RAB5B RAB5C RAB6A RAB6B RAB6C RAB6D RAB7A RAB7B RAB8A RAB8B RAB9A RAB9B RABGEF1 RABL2A RABL2B RABL3 RAC2 RAE1 RAMP1 RAMP2 RAMP3 RAN RANBP1 RANBP17 RANBP2 RANBP3 RANBP3L RANBP6 RANGAP1 RANGRF RAPGEF3 RASGRP1 RASSF9 RBM15B RBM22 RBM4 RBM8A RBSN RCSD1 RDX REEP2 REEP5 REEP6 RELCH REPS1 REPS2 RFTN1 RGP1 RGPD1 RGPD2 RGPD3 RGPD4 RGPD5 RGPD6 RGPD8 RGS14 RHBDD1 RHOB RHOBTB3 RHOT1 RHOT2 RHOU RIC1 RILP RILPL1 RILPL2 RIMS1 RIMS2 RINT1 RIOK2 RIPOR1 RITA1 RN7SL1 RN7SL2 RN7SL3 RNF126 RNF139 RNF31 ROMO1 RPAIN RPGR RPH3A RPH3AL RPL11 RPL23 RPS15 RSRC1 RTL10 RTN2 RTP1 RTP2 RTP3 RTP4 RTP5 RUFY3 SAE1 SAMM50 SAR1A SAR1B SARNP SCAP SCARB2 SCFD1 SCFD2 SCG5 SCP2 SCRIB SCYL2 SDAD1 SDCBP SDCBP2 SEC13 SEC16A SEC16B SEC22A SEC22B SEC22C SEC23A SEC23B SEC23IP SEC24A SEC24B SEC24C SEC24D SEC31A SEC31B SEC61A1 SEC61A2 SEC61B SEC61G SEC62 SEC63 SEH1L SEL1L SELENOS SERAC1 SETD2 SFN SGPP1 SGSM2 SGTA SGTB SH3GLB1 SH3TC2 SHH SIAH3 SIL1 SIRT4 SIRT6 SIRT7 SIX2 SLC17A9 SLC1A1 SLC25A10 SLC25A13 SLC25A14 SLC25A16 SLC25A20 SLC25A24 SLC25A30 SLC25A31 SLC25A32 SLC25A4 SLC25A46 SLC25A5 SLC25A6 SLC30A2 SLC35D3 SLC35F6 SLC51B SLC66A2 SLC9A1 SLIT1 SLU7 SMAD3 SMG1 SMG5 SMG6 SMG7 SMO SMURF1 SNAP25 SNAP25-AS1 SNAPIN SNF8 SNUPN SNX1 SNX10 SNX11 SNX12 SNX13 SNX15 SNX16 SNX17 SNX18 SNX2 SNX27 SNX3 SNX30 SNX31 SNX32 SNX33 SNX4 SNX5 SNX6 SNX7 SNX8 SNX9 SOD1 SORCS2 SORL1 SORT1 SP100 SPAG17 SPAG5 SPAG9 SPAST SPCS1 SPCS2 SPCS3 SPG11 SPG7 SPIRE1 SPIRE2 SPRN SPTBN5 SQSTM1 SRC SREBF1 SREBF2 SRP14 SRP19 SRP54 SRP68 SRP72 SRP9 SRPRA SRPRB SRSF10 SRSF3 SSB SSNA1 SSR1 SSR2 SSR3 SSX2IP STAM STAM2 STAR STARD3 STARD4 STAT3 STAU1 STAU2 STBD1 STEEP1 STK11 STK3 STK4 STOM STPG1 STRADA STRADB STRIT1 STX10 STX11 STX12 STX16 STX17 STX18 STX19 STX1A STX1B STX2 STX3 STX4 STX5 STX6 STX7 STX8 STXBP1 STXBP2 STXBP3 STXBP4 STYX SUFU SUMO1 SUN1 SUN2 SUPT6H SURF4 SVIP SYBU SYK SYNDIG1 SYNE2 SYNE3 SYNGR1 SYNJ2BP SYNRG SYS1 SYT4 SYT7 SYTL1 SYTL2 SYTL3 SYTL4 SYTL5 SYVN1 TAMALIN TANC2 TAOK2 TAP1 TAP2 TARDBP TBC1D10A TBC1D10B TBC1D10C TBC1D13 TBC1D14 TBC1D17 TBC1D20 TBC1D23 TBC1D5 TCAF1 TCAF2 TECPR2 TENM1 TERF2 TEX261 TFG TGFB1 TGFBRAP1 THEM4 THOC1 THOC2 THOC3 THOC5 THOC6 THOC7 TIMM10 TIMM10B TIMM13 TIMM17A TIMM17B TIMM21 TIMM22 TIMM23 TIMM23B TIMM29 TIMM44 TIMM50 TIMM8A TIMM8B TIMM9 TINAGL1 TLK1 TM9SF4 TMCC1 TMCO6 TMED1 TMED10 TMED2 TMED3 TMED4 TMED5 TMED6 TMED7 TMED9 TMEM102 TMEM106B TMEM108 TMEM129 TMEM14A TMEM14C TMEM167A TMEM201 TMEM30A TMEM30B TMEM41B TMEM50A TMEM50B TMEM53 TMEM87A TMEM87B TNNC1 TNPO1 TNPO2 TNPO3 TOM1 TOMM20 TOMM20L TOMM22 TOMM34 TOMM40 TOMM40L TOMM5 TOMM6 TOMM7 TOMM70 TP53 TPCN2 TPR TRAF3IP1 TRAF3IP2 TRAK1 TRAK2 TRAM1 TRAM1L1 TRAM2 TRAPPC1 TRAPPC10 TRAPPC11 TRAPPC12 TRAPPC13 TRAPPC2 TRAPPC2B TRAPPC2L TRAPPC3 TRAPPC3L TRAPPC4 TRAPPC5 TRAPPC6A TRAPPC6B TRAPPC8 TRAPPC9 TRARG1 TRIM23 TRIM27 TRIM28 TRIM37 TRIM46 TRIM58 TRIP11 TRMT10B TSC1 TSC2 TSG101 TSNARE1 TSPO TSPO2 TTC21A TTC21B TTC26 TTC30A TTC30B TTC9-DT TUB TUBA1A TUBA1B TUBA1C TUBB TXN TXNIP UBAC2 UBAP1 UBB UBE2D3 UBE2G2 UBE2I UBE2J1 UBE2J2 UBE2L3 UBE2O UBL4A UBL4B UBL5 UBR5 UBXN6 UCHL1 UCP1 UCP2 UCP3 UEVLD UFD1 UFM1 UHMK1 UMOD UNC93B1 UPF1 UPF2 USE1 USO1 USP17L2 USP36 USP7 USP9X UXT VAMP2 VAMP3 VAMP4 VAMP7 VAPA VAPB VCP VDAC2 VIPAS39 VPS11 VPS13A VPS13B VPS13C VPS13D VPS16 VPS18 VPS25 VPS26A VPS26B VPS26C VPS28 VPS29 VPS33A VPS33B VPS35 VPS35L VPS36 VPS37A VPS37B VPS37C VPS37D VPS39 VPS41 VPS45 VPS4A VPS4B VPS50 VPS51 VPS52 VPS53 VPS54 VPS8 VTA1 VTI1A VTI1B WAS WASH3P WASH6P WASHC1 WASHC2A WASHC2C WASHC3 WASHC4 WASHC5 WASL WDPCP WDR11 WDR19 WDR35 WDR81 WDR91 WHAMM WIPF3 WIPI1 WLS WNK1 WWC1 XPO1 XPO4 XPO5 XPO6 XPO7 XPOT YIF1A YIF1B YIPF4 YIPF5 YIPF6 YIPF7 YKT6 YOD1 YTHDC1 YWHAB YWHAE YWHAG YWHAH YWHAQ ZC3H11A ZC3H11B ZC3H12A ZDHHC1 ZDHHC11 ZDHHC11B ZDHHC12 ZDHHC14 ZDHHC15 ZDHHC18 ZDHHC19 ZDHHC2 ZDHHC20 ZDHHC21 ZDHHC22 ZDHHC23 ZDHHC24 ZDHHC3 ZDHHC4 ZDHHC6 ZDHHC7 ZDHHC9 ZFAND1 ZFAND2A ZFAND2B ZFAND6 ZFYVE16 ZFYVE9 ZIC1 ZMPSTE24 ZNF205 ZPR1 ZW10 GOBP_INTRACELLULAR_TRANSPORT_OF_VIRUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTRACELLULAR_TRANSPORT_OF_VIRUS BST2 CD209 CLEC4M DYNLT1 FMR1 KPNA2 KPNA3 KPNA6 NMT2 NUP153 TRIM15 GOBP_INTRACELLULAR_TRIGLYCERIDE_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTRACELLULAR_TRIGLYCERIDE_HOMEOSTASIS C1QTNF3 DGAT2 FITM2 FUNDC2 NR1H4 SIRT1 SLC25A27 XBP1 GOBP_INTRACELLULAR_WATER_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTRACELLULAR_WATER_HOMEOSTASIS AQP1 AQP11 AQP4 CLN3 SCT SCTR GOBP_INTRACELLULAR_ZINC_ION_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTRACELLULAR_ZINC_ION_HOMEOSTASIS AP3B1 ATP13A2 ATP7B LCK MT1A MT1B MT1DP MT1E MT1F MT1G MT1H MT1HL1 MT1M MT1X MT2A MT3 MT4 S100A8 S100A9 SLC1A1 SLC30A1 SLC30A10 SLC30A2 SLC30A5 SLC30A7 SLC30A8 SLC30A9 SLC39A10 SLC39A13 SLC39A14 SLC39A4 SLC39A6 SLC39A7 SLC39A8 SLC39A9 TMC8 GOBP_INTRACILIARY_ANTEROGRADE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTRACILIARY_ANTEROGRADE_TRANSPORT CCDC38 CILK1 CLUAP1 IFT122 IFT172 IFT20 IFT22 IFT25 IFT27 IFT46 IFT52 IFT57 IFT74 IFT80 IFT81 IFT88 TRAF3IP1 TTC26 TTC30B GOBP_INTRACILIARY_RETROGRADE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTRACILIARY_RETROGRADE_TRANSPORT CILK1 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLL1 DYNLT2B IFT122 IFT140 IFT43 TTC21A TTC21B WDR19 WDR35 GOBP_INTRACILIARY_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTRACILIARY_TRANSPORT ARL3 BBS12 CCDC38 CEP131 CILK1 CLUAP1 DAW1 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLL1 DYNLT2B FUZ IFT122 IFT140 IFT172 IFT20 IFT22 IFT25 IFT27 IFT43 IFT46 IFT52 IFT57 IFT74 IFT80 IFT81 IFT88 INTU KIF3B LCA5 LCA5L MAK PCM1 RABL2B RPGR SSNA1 SSX2IP TRAF3IP1 TTC21A TTC21B TTC26 TTC30A TTC30B TUB WDPCP WDR19 WDR35 GOBP_INTRACILIARY_TRANSPORT_INVOLVED_IN_CILIUM_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTRACILIARY_TRANSPORT_INVOLVED_IN_CILIUM_ASSEMBLY CEP131 DYNC2LI1 IFT74 IFT81 PCM1 SSX2IP TTC26 GOBP_INTRA_GOLGI_VESICLE_MEDIATED_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTRA_GOLGI_VESICLE_MEDIATED_TRANSPORT COG1 COG2 COG3 COG4 COG5 COG6 COG7 COG8 COPA COPB1 COPB2 COPE COPG1 COPG2 COPZ1 COPZ2 GABARAPL2 GOLGA5 GOSR1 GOSR2 NAPA NAPG NSF RAB33B RAB41 RAB6A RAB6B RAB6C RAB6D TRAPPC10 TRAPPC3 TRAPPC3L VTI1A VTI1B GOBP_INTRINSIC_APOPTOTIC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTRINSIC_APOPTOTIC_SIGNALING_PATHWAY ABL1 ACKR3 ADCY10 AEN AIFM1 AKT1 APAF1 ARHGEF2 ARL6IP5 ARMC10 ATAD5 ATF2 ATF4 ATM ATP2A1 ATP2A3 BAD BAG5 BAG6 BAK1 BAX BBC3 BCAP31 BCL2 BCL2A1 BCL2L1 BCL2L10 BCL2L11 BCL2L2 BCL3 BCLAF1 BDKRB2 BECN1 BID BNIP3 BOK BRCA1 BRCA2 BRSK2 CASP2 CASP3 CASP4 CASP6 CASP9 CAV1 CCAR2 CD24 CD44 CD74 CDIP1 CDKN1A CDKN2D CEBPB CHAC1 CHEK2 CIDEB CLU COA8 CREB3 CREB3L1 CRIP1 CTNNB1 CUL1 CUL2 CUL3 CUL4A CUL5 CXCL12 CYCS CYLD CYP1B1 DAB2IP DAPK2 DAXX DDIAS DDIT3 DDIT4 DDX3X DDX5 DIABLO DNAJA1 DNAJC10 DNM1L DYRK2 E2F1 E2F2 EDA2R EIF2AK3 EIF5A ELL3 ENO1 EP300 EPHA2 EPO ERCC2 ERCC6 ERN1 ERN2 ERO1A ERP29 FBH1 FBXO7 FBXW7 FCGR2B FHIT FIGNL1 FIS1 FLCN FNIP2 FYN FZD1 GATA4 GPX1 GRINA GSDME GSKIP HDAC1 HELLS HERPUD1 HIC1 HIF1A HINT1 HIPK1 HIPK2 HNRNPK HRAS HSPA1A HSPB1 HTRA2 HYOU1 IER3 IFI16 IFI6 IKBKE IL10 IL19 IL20RA ING2 INS ITPR1 IVNS1ABP JAK2 JMY KDM1A LCK LGALS12 LRRK2 MAEL MAGEA3 MAP2K4 MAP3K5 MAPK7 MAPK8IP1 MARCHF7 MCL1 MDM2 MELK MIF MIR132 MIR133A1 MIR15A MIR16-1 MIR17 MIR186 MIR195 MIR19A MIR21 MIR27B MIR29B1 MIR92A1 MLH1 MLLT11 MMP9 MOAP1 MSH2 MSH6 MSX1 MUC1 MYBBP1A MYC NACC2 NBN NCK1 NCK2 NDUFA13 NDUFS3 NFATC4 NFE2L2 NHERF1 NKX3-1 NME5 NOC2L NOL3 NONO NOX1 NUPR1 OPA1 P4HB PARK7 PARL PARP1 PDCD10 PDK1 PDK2 PDX1 PERP PHLDA3 PIAS4 PIK3CB PIK3R1 PINK1 PLAGL2 PLAUR PLEKHF1 PMAIP1 PML POLB POU4F1 POU4F2 PPIA PPIF PPM1F PPP1R13B PPP1R15A PRKCD PRKDC PRKN PRKRA PRODH PTGS2 PTPMT1 PTPN1 PTPN2 PTTG1IP PYCARD PYCR1 QRICH1 RACK1 RAD9A RIPK3 RNF183 RNF186 RPL11 RPL26 RPS27L RPS3 RPS7 RRM2B RRN3 RRP8 RTKN2 S100A8 S100A9 SCN2A SELENOK SELENOS SEPTIN4 SERINC3 SFN SFPQ SFRP2 SGMS1 SGPP1 SHISA5 SIAH1 SIRT1 SKIL SNAI1 SNAI2 SNW1 SOD1 SOD2 SRC STK11 STK24 STK25 STYXL1 SYVN1 TAF9 TAF9B TIFAB TMBIM6 TMEM109 TMEM117 TMEM161A TMEM238L TNF TNFRSF10B TNFRSF1A TNFRSF1B TOPORS TP53 TP53BP2 TP63 TP73 TPT1 TRAF2 TRAP1 TREM2 TRIAP1 TRIB3 TRIM32 TXNDC12 UBB UBQLN1 URI1 USP15 USP28 USP47 VDAC2 VNN1 WFS1 WNT1 WWOX XBP1 YBX3 ZNF385A ZNF385B ZNF622 GOBP_INTRINSIC_APOPTOTIC_SIGNALING_PATHWAY_BY_P53_CLASS_MEDIATOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTRINSIC_APOPTOTIC_SIGNALING_PATHWAY_BY_P53_CLASS_MEDIATOR AEN ARMC10 ATAD5 BAG6 BAX BCL2 BCL3 BDKRB2 BOK BRCA2 CASP6 CD44 CD74 CDIP1 CDKN1A CHEK2 DDIT4 DDX5 DYRK2 E2F1 E2F2 EDA2R EIF5A ELL3 EP300 ERCC2 FHIT HINT1 HIPK1 HIPK2 HNRNPK IFI16 ING2 JMY KDM1A MARCHF7 MDM2 MIF MIR186 MIR21 MSH2 MSX1 MUC1 MYBBP1A MYC NUPR1 PDK2 PERP PHLDA3 PMAIP1 PML POU4F1 POU4F2 PPP1R13B PRKN PTTG1IP PYCARD RPL11 RPL26 RPS27L RPS7 RRM2B RRN3 RRP8 SHISA5 SIRT1 SNW1 STK11 TAF9 TAF9B TIFAB TMEM109 TOPORS TP53 TP53BP2 TP63 TP73 TRIAP1 UBB USP15 USP28 WWOX ZNF385A ZNF385B GOBP_INTRINSIC_APOPTOTIC_SIGNALING_PATHWAY_IN_RESPONSE_TO_DNA_DAMAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTRINSIC_APOPTOTIC_SIGNALING_PATHWAY_IN_RESPONSE_TO_DNA_DAMAGE ABL1 ACKR3 AEN ATAD5 ATM BAD BAG6 BAK1 BAX BCL2 BCL2A1 BCL2L1 BCL2L10 BCL2L11 BCL2L2 BCL3 BID BOK BRCA1 BRCA2 CASP2 CASP9 CCAR2 CD44 CD74 CDIP1 CDKN1A CDKN2D CHEK2 CIDEB CLU CRIP1 CXCL12 DDIAS DDIT4 DYRK2 E2F1 ELL3 EP300 EPHA2 ERCC6 FBH1 FNIP2 HIC1 HIPK1 HIPK2 HNRNPK HTRA2 IER3 IFI16 IKBKE ING2 KDM1A MAEL MARCHF7 MCL1 MIF MLH1 MOAP1 MSH2 MSH6 MUC1 NACC2 NFATC4 NUPR1 PHLDA3 PIAS4 PIK3R1 PML POLB PRKDC PYCARD RAD9A RPL26 RPS27L RPS3 SFN SFRP2 SHISA5 SIRT1 SKIL SNAI1 SNAI2 SNW1 SOD2 TAF9 TAF9B TMEM109 TMEM161A TNF TNFRSF1A TNFRSF1B TOPORS TP53 TP63 TP73 TPT1 TRIAP1 TRIM32 USP28 USP47 ZNF385A GOBP_INTRINSIC_APOPTOTIC_SIGNALING_PATHWAY_IN_RESPONSE_TO_DNA_DAMAGE_BY_P53_CLASS_MEDIATOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTRINSIC_APOPTOTIC_SIGNALING_PATHWAY_IN_RESPONSE_TO_DNA_DAMAGE_BY_P53_CLASS_MEDIATOR AEN ATAD5 BAG6 BCL2 BCL3 BRCA2 CD44 CD74 CDIP1 CDKN1A CHEK2 DDIT4 DYRK2 ELL3 EP300 HIPK1 HIPK2 HNRNPK IFI16 ING2 KDM1A MARCHF7 MIF MSH2 MUC1 NUPR1 PHLDA3 PML PYCARD RPL26 RPS27L SHISA5 SIRT1 SNW1 TAF9 TAF9B TMEM109 TOPORS TP53 TP63 TP73 TRIAP1 USP28 ZNF385A GOBP_INTRINSIC_APOPTOTIC_SIGNALING_PATHWAY_IN_RESPONSE_TO_ENDOPLASMIC_RETICULUM_STRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTRINSIC_APOPTOTIC_SIGNALING_PATHWAY_IN_RESPONSE_TO_ENDOPLASMIC_RETICULUM_STRESS AIFM1 APAF1 ATF4 ATP2A1 ATP2A3 BAG6 BAK1 BAX BBC3 BCL2 BCL2L1 BCL2L11 BOK BRSK2 CASP4 CEBPB CHAC1 CREB3 CREB3L1 DAB2IP DDIT3 DNAJC10 EIF2AK3 ERN1 ERN2 ERO1A ERP29 FCGR2B GRINA HERPUD1 HSPA1A HYOU1 ITPR1 LRRK2 MAGEA3 MAP3K5 NCK1 NCK2 OPA1 PARK7 PDX1 PMAIP1 PML PPP1R15A PRKN PTPN1 PTPN2 QRICH1 RNF183 RNF186 SELENOK SELENOS SERINC3 SIRT1 SYVN1 TMBIM6 TMEM117 TMEM238L TNFRSF10B TP53 TRAF2 TRIB3 TXNDC12 WFS1 XBP1 GOBP_INTRINSIC_APOPTOTIC_SIGNALING_PATHWAY_IN_RESPONSE_TO_HYDROGEN_PEROXIDE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTRINSIC_APOPTOTIC_SIGNALING_PATHWAY_IN_RESPONSE_TO_HYDROGEN_PEROXIDE MAP2K4 MIR133A1 MIR92A1 PARK7 PDCD10 PINK1 RACK1 STK25 TRAP1 GOBP_INTRINSIC_APOPTOTIC_SIGNALING_PATHWAY_IN_RESPONSE_TO_HYPOXIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTRINSIC_APOPTOTIC_SIGNALING_PATHWAY_IN_RESPONSE_TO_HYPOXIA ATF2 BNIP3 ENO1 HYOU1 NOL3 PIK3CB PINK1 TMBIM6 TP53 GOBP_INTRINSIC_APOPTOTIC_SIGNALING_PATHWAY_IN_RESPONSE_TO_OSMOTIC_STRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTRINSIC_APOPTOTIC_SIGNALING_PATHWAY_IN_RESPONSE_TO_OSMOTIC_STRESS ARHGEF2 BAD BDKRB2 CASP3 EPO PTGS2 SCN2A TIFAB USP15 YBX3 GOBP_INTRINSIC_APOPTOTIC_SIGNALING_PATHWAY_IN_RESPONSE_TO_OXIDATIVE_STRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_INTRINSIC_APOPTOTIC_SIGNALING_PATHWAY_IN_RESPONSE_TO_OXIDATIVE_STRESS ADCY10 AKT1 ARL6IP5 ATF4 BAG5 BCL2 CTNNB1 CYP1B1 DAXX DIABLO FBXO7 FBXW7 FYN FZD1 GATA4 GPX1 GSKIP HIF1A HSPB1 HTRA2 IL10 INS JAK2 MAP2K4 MAP3K5 MAPK7 MCL1 MELK MIR133A1 MIR195 MIR19A MIR29B1 MIR92A1 NFE2L2 NME5 NOL3 NONO NOX1 P4HB PARK7 PARP1 PDCD10 PDK1 PINK1 PML PPIA PRKCD PRKN PRODH PYCR1 RACK1 SFPQ SIRT1 SOD1 SOD2 STK24 STK25 TRAP1 TREM2 UBQLN1 VNN1 WNT1 ZNF622 GOBP_IN_UTERO_EMBRYONIC_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_IN_UTERO_EMBRYONIC_DEVELOPMENT ACTL6A ACVR1 ACVR1B ACVR1C ACVRL1 ADA ADAM10 ADAMTS3 ADCY9 ADM AGBL4 AKAP3 AKT1 ALKBH1 AMOT ANGPT1 ANKS6 APBA1 APBA2 APBA3 APOB AR ARHGDIG ARMC5 ARNT ARNT2 ASCL2 ASF1B ATF2 ATP11A ATP7A AXIN1 B9D1 BAP1 BCL2L1 BCL2L11 BCOR BIRC6 BMI1 BMP2 BMP5 BMP7 BMPR1A BPTF BRCA2 BRK1 BYSL C1orf43 C2CD3 C6 CAMSAP3 CAPN2 CASP8 CCDC24 CCDC62 CCM2 CCN1 CCNB1 CCNB1IP1 CCNB2 CDKN1C CDX2 CDX4 CEBPA CEBPB CELF4 CERT1 CHD7 CHD8 CHEK1 CHST11 CIR1 CITED1 CITED2 CMIP CMTM3 CNOT1 CNOT2 CNOT3 COL3A1 COPS2 COPS3 CPT2 CSF2 CTNNB1 CTR9 CUL3 CUL4A DAD1 DBN1 DHX35 DNAAF2 DNAJB6 DNMT3L DSC3 E2F7 E2F8 EDN1 EDNRA EGFL8 EGFR EGLN1 EIF2S2 ELF3 ELL EMG1 EMX1 ENDOG EOMES EPAS1 EPB41L5 EPN1 ERCC2 ESRRB ETNK2 ETV2 FBLL1 FBXW8 FGFR2 FKBP10 FLCN FLVCR1 FOSL1 FOXC1 FOXD3 FOXF1 FURIN FUT8 FZD5 GABPA GATA1 GATA2 GATA3 GATA6 GCM1 GDF3 GGNBP2 GINS1 GINS4 GJB3 GJB5 GLI3 GNA12 GNA13 GPI GRB2 GRHL2 HAND1 HAND2 HDAC3 HECTD1 HEG1 HES1 HEY1 HEY2 HIF1A HINFP HM13 HNF1B HOPX HORMAD1 HS3ST6 HS6ST1 HSD17B2 IFITM5 IGF1 IGF2 IHH IL10 INPP5B INPP5K INTS1 ITGB1 JAG2 JUNB KAT2A KDM4C KEAP1 KIDINS220 KIFBP KLF2 KLF4 KPNA7 KRT19 KRT8 LATS1 LATS2 LEF1 LIF LIG4 LPAR6 MAFF MAFG MAN2A1 MAP2K1 MAPK1 MATR3 MBD3 MBNL1 MDFI MED1 MED21 MFN2 MFNG MGAT1 MIB1 MSH2 MSX1 MT-ND4 MYBPHL MYH6 MYH9 MYO18B MYO1E N4BP2L2 NASP NBN NCAPG2 NCOA1 NDEL1 NDUFA2 NECAB1 NEK2 NLE1 NMT1 NODAL NOG NOS3 NOTCH1 NOTCH2 NPAT NPM2 NR2F2 NSDHL NSRP1 NSUN2 NXN OCRL OTUD7B OVOL2 PALB2 PCDH12 PCGF2 PDGFB PDGFRA PELO PEMT PHF6 PHLDA2 PKD1 PKD2 PLCD3 PLCG1 PLK4 PLOD3 PLPP4 PNLDC1 POLB POLG2 POU5F1 PPP1CC PPP4R4 PRDM1 PRDM14 PRMT1 PSMC4 PSPH PTCH1 PTH1R PTPN18 PTPRR RAD51B RBBP6 RBBP8 RBM46 RBPJ RCN1 RDH10 RIC8A RNASEH2B RPGRIP1L RPL13 RPL7L1 RRM2 RRN3 RRP7A RSPO3 RTCB RTF1 RTN4 RUNDC1 SALL4 SBDS SCO2 SEC24C SEC24D SETD2 SF3B6 SH3PXD2A SIN3A SKIL SLC25A20 SLC25A34 SLC30A1 SLC34A2 SLC35E2B SLC39A1 SLC39A3 SLC5A7 SMAD2 SMAD3 SMAD4 SMARCB1 SMG9 SMIM14 SMO SNAI1 SOCS3 SOX10 SOX15 SOX17 SOX18 SOX8 SP3 SPECC1 SPIC SPINT1 SPINT2 SRF ST14 ST8SIA6 STIL STK3 STK4 STMN3 SUPT6H SYF2 TAB1 TAF10 TAF8 TBL1XR1 TBX3 TCTN1 TEAD4 TENT5C TERF2 TET1 TFEB TGFB3 TGFBR1 TGFBR2 TIE1 TM4SF1 TMED2 TMEM100 TMEM231 TP53 TRAF6 TRIM28 TTLL1 TTLL4 TTPA TWIST1 UBE2B UBTFL1 UNK UPB1 UPF3A VASH1 VASH2 VEGFA VPS54 WDR19 WDR74 WDTC1 WNT2 WNT3A WNT7B WNT9B XAB2 XRCC2 YAP1 YBX3 YTHDC1 ZBED6 ZFAND5 ZFP36L1 ZFPM2 ZMIZ1 ZNF335 ZNF568 ZNF830 ZP3 ZPR1 GOBP_IODIDE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_IODIDE_TRANSPORT ANO1 KCNQ1 MFSD8 SLC26A4 SLC26A7 SLC5A5 SLC5A6 SLC5A8 TG GOBP_IONOTROPIC_GLUTAMATE_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_IONOTROPIC_GLUTAMATE_RECEPTOR_SIGNALING_PATHWAY APP CDK5R1 CLN3 CPEB4 GRIA1 GRIA2 GRIA3 GRIA4 GRID1 GRID2 GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B PLP1 PTK2B GOBP_ION_CHANNEL_MODULATING_G_PROTEIN_COUPLED_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ION_CHANNEL_MODULATING_G_PROTEIN_COUPLED_RECEPTOR_SIGNALING_PATHWAY CHRM3 CNGB1 F2RL1 FFAR1 GNA11 ITPR1 ORAI1 PLCB1 GOBP_IP_10_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_IP_10_PRODUCTION LILRB4 MAVS MIR34A OAS1 OAS3 GOBP_IRE1_MEDIATED_UNFOLDED_PROTEIN_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_IRE1_MEDIATED_UNFOLDED_PROTEIN_RESPONSE AGR2 BAK1 BAX BCL2L11 BFAR COPS5 DAB2IP DDRGK1 DNAJB9 DNAJC10 ERN1 ERN2 FICD HSPA5 PARP16 PTPN1 TMEM33 UFL1 VAPB XBP1 GOBP_IRES_DEPENDENT_VIRAL_TRANSLATIONAL_INITIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_IRES_DEPENDENT_VIRAL_TRANSLATIONAL_INITIATION CSDE1 DENR EIF2D EIF3A EIF3B EIF3D EIF3F MCTS1 PCBP2 PTBP1 SSB GOBP_IRIS_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_IRIS_MORPHOGENESIS FOXE3 HIF1A HIPK1 HIPK2 PAX6 PITX2 VHL WNT2 WNT2B WNT9A GOBP_IRON_COORDINATION_ENTITY_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_IRON_COORDINATION_ENTITY_TRANSPORT ABCB6 ABCB7 ABCC5 ASIC3 FLVCR1 FLVCR2 HPX HRG LCN2 PGRMC2 SLC22A17 SLC46A1 SLC48A1 GOBP_IRON_IMPORT_INTO_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_IRON_IMPORT_INTO_CELL CYBRD1 IFNG ISCU MIR210 SLC11A2 SLC39A14 SLC39A8 STEAP2 STEAP4 TFR2 GOBP_IRON_ION_IMPORT_ACROSS_PLASMA_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_IRON_ION_IMPORT_ACROSS_PLASMA_MEMBRANE IFNG ISCU MIR210 SLC39A8 STEAP2 GOBP_IRON_ION_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_IRON_ION_TRANSMEMBRANE_TRANSPORT ABCB6 ABCB7 ABCC5 ATP7A FXN HAMP HEPH HFE IFNG ISCU LCN2 LTF MCOLN1 MELTF MIR210 MMGT1 SCARA5 SLC11A1 SLC11A2 SLC22A17 SLC25A28 SLC25A37 SLC39A14 SLC39A8 SLC40A1 STEAP1 STEAP2 STEAP3 STEAP4 TF TTYH1 GOBP_IRON_ION_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_IRON_ION_TRANSPORT ABCB6 ABCB7 ABCC5 ARHGAP1 ASIC3 ATP7A B2M CLTC CP CYBRD1 DNM2 FLVCR1 FLVCR2 FTH1 FTH1P19 FTHL17 FTL FTMT FXN HAMP HEPH HEPHL1 HFE HPX HRG IFNG ISCU LCN2 LMTK2 LTF MCOLN1 MELTF MIR210 MMGT1 NECTIN1 PGRMC2 RAB11B REP15 SCARA5 SFXN1 SLC11A1 SLC11A2 SLC22A17 SLC25A28 SLC25A37 SLC39A14 SLC39A8 SLC40A1 SLC41A2 SLC46A1 SLC48A1 STEAP1 STEAP2 STEAP3 STEAP4 TF TFR2 TFRC TTYH1 GOBP_IRON_SULFUR_CLUSTER_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_IRON_SULFUR_CLUSTER_ASSEMBLY ABCB7 BOLA1 BOLA2 BOLA2B BOLA3 CIAO1 CIAO2A CIAO2B CIAO3 CIAPIN1 FDX2 FXN GLRX3 GLRX5 HSCB HSPA9 IBA57 ISCA1 ISCA2 ISCU LYRM4 MMS19 NDOR1 NDUFAB1 NFS1 NFU1 NUBP1 NUBP2 NUBPL XDH GOBP_ISG15_PROTEIN_CONJUGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ISG15_PROTEIN_CONJUGATION HERC5 ISG15 UBA7 UBE2E1 UBE2E2 UBE2L6 GOBP_ISOCITRATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ISOCITRATE_METABOLIC_PROCESS ACO2 IDH1 IDH2 IDH3A IDH3B IDH3G GOBP_ISOLEUCINE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ISOLEUCINE_METABOLIC_PROCESS ACADSB ACAT1 BCAT2 HSD17B10 ILVBL SDS SDSL GOBP_ISOLEUCINE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ISOLEUCINE_TRANSPORT SLC3A2 SLC43A1 SLC43A2 SLC6A20 SLC7A5 GOBP_ISOPENTENYL_DIPHOSPHATE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ISOPENTENYL_DIPHOSPHATE_BIOSYNTHETIC_PROCESS IDI1 IDI2 MVD MVK PMVK GOBP_ISOPRENOID_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ISOPRENOID_BIOSYNTHETIC_PROCESS AKR1C3 ALDH1A2 ALDH1A3 ALDH8A1 BCO1 COQ2 CRPPA CYP1A1 DHDDS DHRS9 FDPS GGPS1 HMGCR HMGCS1 HMGCS2 IDI1 IDI2 LSS MVD MVK NUS1 PDSS1 PDSS2 PMVK PRMT3 RBP1 RDH10 RPE65 SRD5A3 GOBP_ISOPRENOID_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ISOPRENOID_CATABOLIC_PROCESS AKR1B10 AKR1C3 BCO1 BCO2 CYP26A1 CYP26B1 CYP26C1 CYP2W1 PLPP6 SRD5A3 GOBP_ISOPRENOID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ISOPRENOID_METABOLIC_PROCESS ABCA4 ADH1A ADH1B ADH1C ADH4 ADH5 ADH6 ADH7 AKR1B1 AKR1B10 AKR1B15 AKR1C1 AKR1C3 AKR1C4 ALDH1A1 ALDH1A2 ALDH1A3 ALDH3A2 ALDH8A1 ALG1 ALG10 ALG10B ALG12 ALG13 ALG14 ALG2 ALG3 ALG6 ALG8 ALG9 AWAT2 BCO1 BCO2 CEL COQ2 CRABP2 CRPPA CYP1A1 CYP1A2 CYP1B1 CYP26A1 CYP26B1 CYP26C1 CYP27C1 CYP2C18 CYP2C19 CYP2C8 CYP2C9 CYP2D6 CYP2E1 CYP2S1 CYP2W1 CYP3A4 CYP3A5 CYP3A7 CYP4V2 DGAT1 DGAT2 DHDDS DHRS3 DHRS4 DHRS4L1 DHRS4L2 DHRS7 DHRS9 DOLK DOLPP1 DPAGT1 DPM1 DPM2 DPM3 FDFT1 FDPS GGPS1 HMGCR HMGCS1 HMGCS2 HSD17B6 HTRA2 IDI1 IDI2 LIPA LIPE LRAT LRP1 LRP2 LRP8 LSS MPDU1 MVD MVK NAPEPLD NPC2 NUS1 PDSS1 PDSS2 PECR PHYH PLB1 PLPP6 PMVK PNLIP PNPLA2 PNPLA4 PRMT3 RARRES2 RBP1 RBP2 RBP3 RBP4 RDH10 RDH11 RDH12 RDH13 RDH14 RDH16 RDH5 RDH8 RETSAT RFT1 RLBP1 RPE65 SCPEP1 SDR16C5 SDR9C7 SRD5A1 SRD5A3 TH UGT1A1 UGT1A3 UGT1A7 UGT1A8 UGT1A9 GOBP_ISOPRENOID_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ISOPRENOID_TRANSPORT ABCA4 ABCB1 RBP4 SCARB1 STRA6 GOBP_ISOTYPE_SWITCHING_TO_IGA_ISOTYPES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ISOTYPE_SWITCHING_TO_IGA_ISOTYPES CCR6 MLH1 MSH2 NSD2 PMS2 TGFB1 THOC1 TNFSF13 GOBP_ISOTYPE_SWITCHING_TO_IGG_ISOTYPES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ISOTYPE_SWITCHING_TO_IGG_ISOTYPES ATAD5 CD28 CD40 FOXP3 HSPD1 IL2 IL27RA IL4 MLH1 MSH2 NDFIP1 PAXIP1 PMS2 PTPRC SLC15A4 TBX21 GOBP_I_KAPPAB_PHOSPHORYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_I_KAPPAB_PHOSPHORYLATION AKT1 CHUK CX3CL1 CX3CR1 DAB2IP DDRGK1 ERC1 MAP3K7 MIR27B PLCG2 PRDX4 SIRPA TLR2 TLR3 TLR4 TLR7 TNF GOBP_JNK_CASCADE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_JNK_CASCADE AGER AIDA AMBP ANKRD6 APP ARHGEF6 ATF2 AXIN1 BIRC7 CARD9 CASR CCL19 CCL21 CCN2 CCR7 CD27 CDC42EP5 COPS5 CRK CRKL CYLD DAB2IP DACT1 DAXX DNAJA1 DUSP10 DUSP16 DUSP19 DUSP22 DUSP3 DUSP9 EDA2R EDAR EGFR EPHB1 ERCC6 F2RL1 FCGR2B FGF19 FKTN FLT4 FZD7 GADD45A GADD45B GADD45G GPS1 GPS2 GRIK2 GSTP1 HACD3 HDAC3 HIPK2 HIPK3 HMGB1 HRAS IGF1R IL1A IL1B IRAK1 IRAK4 ITCH KLHL31 LRRK2 LTBR MAP2K4 MAP2K7 MAP3K10 MAP3K11 MAP3K12 MAP3K13 MAP3K20 MAP3K5 MAP3K7 MAP4K1 MAP4K2 MAP4K3 MAP4K4 MAPK10 MAPK8 MAPK8IP1 MAPK8IP2 MAPK8IP3 MAPK9 MAPKBP1 MARVELD3 MBIP MDFIC MECOM MEN1 MFHAS1 MINK1 MIR92A1 MTURN MYD88 NAIP NCF1 NCOR1 NFKB1 NOD1 NOD2 NOX1 NPHS1 NPPA PAFAH1B1 PDCD4 PER1 PHLPP1 PINK1 PJA2 PLCB1 PRKN PRMT1 PTGER4 PTK2B PTPN22 PYCARD RAP2A RASGRP1 RASSF2 RB1CC1 RIPK1 RIPK2 SDCBP SEMA3A SERPINB3 SERPINF2 SH2D3A SH2D3C SH3RF1 SH3RF2 SH3RF3 SIRPA SLAMF1 SMAD3 STK3 STRADB TAOK1 TAOK2 TAOK3 TGFBR3 TIRAP TLR3 TLR4 TLR7 TLR9 TNF TNFRSF19 TNFSF11 TNIK TPD52L1 TRAF2 TRAF4 TRIB1 TRPV4 ULK4 UNC5CL WNT16 WNT5A WNT7A WNT7B XIAP ZMYND11 ZNF622 ZNF675 GOBP_KERATAN_SULFATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_KERATAN_SULFATE_METABOLIC_PROCESS B3GNT2 B3GNT3 B3GNT4 B3GNT7 B4GALT4 B4GAT1 CHST1 CHST2 CHST5 CHST6 GLB1 GNS SLC35D2 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST3GAL6 GOBP_KERATINIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_KERATINIZATION ABCA12 CASP14 CDH3 CDSN CERS3 CNFN CYP26B1 EVPL HRNR IL1A IVL KAZN KLK5 KRT1 KRT16 KRT17 KRT2 KRT3 KRT4 KRT5 KRT6A KRT6B KRT6C KRT7 KRT71 KRT72 KRT73 KRT74 KRT75 KRT76 KRT77 KRT78 KRT79 KRT80 KRT81 KRT82 KRT83 KRT84 KRT85 KRT86 KRTAP6-1 KRTAP6-2 KRTAP6-3 LCE1A LCE1B LCE1C LCE1D LCE1E LCE1F LCE2A LCE2B LCE2C LCE2D LCE3A LCE3B LCE3C LCE3D LCE3E LCE4A LCE5A LCE6A LCE7A LIPK LIPM LIPN LORICRIN PPHLN1 PPL SFN SHARPIN SPRR1A SPRR1B SPRR2B SPRR2D SPRR2E SPRR2F SPRR2G SPRR3 SPRR4 TCHH TGM1 TGM3 TMEM79 GOBP_KERATINOCYTE_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_KERATINOCYTE_APOPTOTIC_PROCESS GSN PIAS4 SAV1 SERPINB13 SFRP4 ZFP36 ZFP36L1 GOBP_KERATINOCYTE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_KERATINOCYTE_DEVELOPMENT ABCA12 BCL11B CDSN DNASE1L2 EXPH5 FLNB FOSL2 IFT74 KDF1 KRT2 PALLD PLEC SFN GOBP_KERATINOCYTE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_KERATINOCYTE_DIFFERENTIATION ABCA12 ACER1 ADAM9 AKR1C3 ALOX15B ANXA1 AQP3 ASAH1 BCL11B BCR CASP14 CASP3 CD109 CDH3 CDKN1A CDSN CERS3 CFLAR CLIC4 CNFN CSTA CYP26B1 CYP27B1 DNASE1L2 DSG4 DSP EPHA2 EREG ERRFI1 ETV4 EVPL EXPH5 EXTL3 EZH2 FLG FLNB FOSL2 FOXC1 FOXN1 GRHL1 GRHL2 HOXA7 HRNR IFT74 IL17A IL1A IL20 INTU IRF6 IVL JAG1 KAZN KDF1 KLK5 KRT1 KRT10 KRT14 KRT16 KRT17 KRT2 KRT3 KRT36 KRT4 KRT5 KRT6A KRT6B KRT6C KRT7 KRT71 KRT72 KRT73 KRT74 KRT75 KRT76 KRT77 KRT78 KRT79 KRT80 KRT81 KRT82 KRT83 KRT84 KRT85 KRT86 KRTAP6-1 KRTAP6-2 KRTAP6-3 LATS1 LATS2 LCE1A LCE1B LCE1C LCE1D LCE1E LCE1F LCE2A LCE2B LCE2C LCE2D LCE3A LCE3B LCE3C LCE3D LCE3E LCE4A LCE5A LCE6A LCE7A LIPK LIPM LIPN LORICRIN MACROH2A1 MACROH2A2 MAFB MAP2K1 MED1 MIR125B1 MSX2 NCOA3 NFKBIZ NME2 NOTCH1 NUMA1 OPN3 OVOL2 PALLD PAX6 PIP5K1A PLAAT4 PLEC POU2F3 POU3F1 PPHLN1 PPL PPP3CA PRKCH RBPJ REG3A REG3G ROCK1 ROCK2 S100A7 SAV1 SCEL SFN SGPP1 SHARPIN SLC39A2 SPRR1A SPRR1B SPRR2B SPRR2D SPRR2E SPRR2F SPRR2G SPRR3 SPRR4 SRSF6 ST14 STK4 TCHH TGM1 TGM3 TMEM79 TP63 TRIM16 TSG101 TXNIP UGCG VDR WNT16 WNT5A YAP1 ZBED2 ZFP36 ZFP36L1 GOBP_KERATINOCYTE_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_KERATINOCYTE_MIGRATION ADAM9 ARF6 EPB41L4B EPPK1 FERMT1 FGF10 FGF7 HAS2 HBEGF IQSEC1 KRT16 KRT2 LRG1 LTB4R2 MAP4K4 MAPRE2 MMP9 MTOR PPARD PTEN GOBP_KERATINOCYTE_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_KERATINOCYTE_PROLIFERATION AREG BCL11B CASK CD109 CDH13 CDH3 CDKN1A CRNN EFNB2 EPB41L4B EPPK1 EREG FERMT1 FGF10 FGF7 FGFR2 FST GPR15LG HAS2 IFT172 IFT52 IFT57 IFT74 IFT80 IL17A INTU IRF6 KDF1 KLF9 KLK8 KRT2 LRG1 MDK MED1 MIR125B1 MIR21 NFKBIZ NOTCH2 OVOL1 OVOL2 PPARD PRKD1 PTCH1 PTPRK REG3A REG3G SDR16C5 SFN SLURP1 SNAI2 SRSF6 STXBP4 TGM1 TP63 VDR WNT16 YAP1 ZEB1 ZFP36 ZFP36L1 GOBP_KETONE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_KETONE_BIOSYNTHETIC_PROCESS ADM AKR1C3 BGLAP BMP2 BMP5 BMP6 CACNA1H CLCN2 COQ10A COQ10B COQ2 COQ3 COQ4 COQ5 COQ6 COQ7 COQ8A COQ8B COQ9 CREB1 CYP11B1 CYP11B2 CYP19A1 DAB2 DGKQ DKK3 DKKL1 EGR1 FDXR FSHB GPRC6A H6PD HSD17B1 HSD17B3 LHB NDUFA9 PDSS1 PDSS2 PPTC7 PRKG1 REST SIRT5 SIRT6 SRD5A2 STARD3 TPI1 UBIAD1 WNT4 GOBP_KETONE_BODY_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_KETONE_BODY_BIOSYNTHETIC_PROCESS AACS ACSS3 HMGCL HMGCLL1 HMGCS2 SLC27A5 GOBP_KETONE_BODY_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_KETONE_BODY_METABOLIC_PROCESS AACS ACAT1 ACSS3 HMGCL HMGCLL1 HMGCS2 OXCT1 OXCT2 SLC27A5 TYRP1 GOBP_KETONE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_KETONE_CATABOLIC_PROCESS ALDH8A1 CYP4F11 CYP4F12 CYP4F2 GATD1 HAGH HSD17B6 KYAT1 KYAT3 KYNU NQO2 OXCT1 PARK7 PNKD GOBP_KIDNEY_EPITHELIUM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_KIDNEY_EPITHELIUM_DEVELOPMENT ACAT1 ADAMTS16 ADIPOQ AGT AGTR2 AHI1 AQP1 AQP11 ARG2 ASXL1 BASP1 BCL2 BMP2 BMP4 BMP7 BMPER CALB1 CAT CD24 CD34 CER1 CITED1 CRLF1 CTNNB1 CTNNBIP1 CTNS CXCR2 DCHS1 DLG1 DLL1 EDNRA EDNRB EFNB2 EPCAM EPHA4 EPHA7 EXT1 EYA1 FGF1 FGF2 FGF8 FGFR2 FMN1 FOXC1 FOXC2 FOXD1 FOXJ1 GATA3 GDF11 GDNF GLI3 GPC3 GREB1L GREM1 GZF1 HES1 HES5 HEYL HNF1B HOXA11 HOXB7 HOXD11 HS2ST1 HS3ST3A1 HS3ST3B1 ILK IQGAP1 IRX1 IRX2 IRX3 JAG1 KANK2 KIF26B KLF15 KLHL3 LAMA5 LAMB2 LGR4 LHX1 LIF LZTS2 MAGED1 MAGI2 MEF2C MTSS1 MYC MYO1E NOG NOTCH1 NOTCH2 NPHS1 NPHS2 NPNT OSR1 PAX2 PAX8 PBX1 PECAM1 PKD1 PKD2 PODXL POU3F3 PROM1 PTCH1 PTPRO RARA RARB RET ROBO2 SALL1 SDC1 SDC4 SFRP1 SHH SIM1 SIX1 SIX2 SIX4 SLC22A1 SLC22A6 SLIT2 SMAD1 SMAD2 SMAD3 SMAD4 SMAD5 SMAD6 SMAD7 SMO SOX8 SOX9 SPRY1 STAT1 TACSTD2 TCF21 TFAP2B TMEM59L UMOD VEGFA WNK4 WNT1 WNT11 WNT2B WNT4 WNT6 WNT7B WNT9B WT1 WWTR1 YAP1 GOBP_KIDNEY_MESENCHYME_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_KIDNEY_MESENCHYME_DEVELOPMENT AMER1 BASP1 BMP7 FOXD1 MYC OSR1 PAX2 PKD2 SHH SIX1 SIX2 SIX4 SMAD4 STAT1 TCF21 WNT4 WT1 GOBP_KIDNEY_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_KIDNEY_MORPHOGENESIS ADAMTS16 AGT AGTR2 AHI1 ASXL1 BASP1 BCL2 BMP2 BMP4 BMP7 CALB1 CITED1 CTNNB1 CTNNBIP1 CTNS DCHS1 DLG1 ERBB4 EYA1 FGF1 FGF10 FGF2 FGF8 FMN1 FOXD1 FOXJ1 FRAS1 GATA3 GCNT1 GCNT3 GCNT4 GDNF GLI3 GPC3 GREB1L GREM1 GZF1 HES1 HES5 HNF1A HNF1B HOXA11 HOXB7 HOXD11 HS2ST1 HS3ST3A1 HS3ST3B1 ILK IRX1 IRX2 IRX3 KIF26B KLHL3 LAMA5 LGR4 LHX1 LIF LRRK2 LZTS2 MAGED1 MYC NOG NPHP3 NPNT OSR1 PAX2 PAX8 PBX1 PKD1 PKD2 PPP3CA PRKX PTCH1 SALL1 SHH SIX1 SIX2 SIX4 SMAD4 SMO SOX4 SOX8 SOX9 STAT1 TACSTD2 TCF21 TMEM59L VEGFA WNK4 WNT1 WNT11 WNT2B WNT4 WNT6 WNT7B WNT9B WT1 WWTR1 ZMPSTE24 GOBP_KILLING_BY_HOST_OF_SYMBIONT_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_KILLING_BY_HOST_OF_SYMBIONT_CELLS APOL1 ARG1 AZU1 CAMP CFHR1 CFHR2 CFHR5 CTSG CXCL6 DCD DEFA1 DEFA1B DEFA5 DEFB103A DEFB103B ELANE F2 F2RL1 GAPDH HRG MBL2 MYD88 NLRP6 PF4 ROMO1 SCNN1B TREM1 TUSC2 GOBP_KINETOCHORE_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_KINETOCHORE_ASSEMBLY CENPA CENPC CENPE CENPF CENPH CENPK CENPT CENPW CENPX DLGAP5 KNTC1 MIS12 POGZ RNF4 SENP6 SUGT1 TRAPPC12 GOBP_KINETOCHORE_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_KINETOCHORE_ORGANIZATION CENPA CENPC CENPE CENPF CENPH CENPK CENPT CENPW CENPX DLGAP5 KNTC1 MIS12 NDC80 NUF2 POGZ RNF4 SENP6 SMC2 SMC4 SUGT1 TRAPPC12 GOBP_KYNURENINE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_KYNURENINE_METABOLIC_PROCESS AADAT AFMID ALDH8A1 GOT2 IDO1 IDO2 KMO KYAT1 KYAT3 KYNU TDO2 GOBP_LABYRINTHINE_LAYER_BLOOD_VESSEL_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LABYRINTHINE_LAYER_BLOOD_VESSEL_DEVELOPMENT AKT1 CCN1 FBXW8 FZD5 GGNBP2 HES1 HEY1 HEY2 HS6ST1 JUNB MAPK1 NSDHL OVOL2 PLCD3 RBPJ TMED2 VASH1 VASH2 WNT2 GOBP_LABYRINTHINE_LAYER_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LABYRINTHINE_LAYER_DEVELOPMENT ADM AKT1 BIRC6 BMP5 BMP7 CASP8 CCN1 CDX2 CDX4 CITED1 DNAJB6 EGLN1 FBXW8 FGFR2 FZD5 GCM1 GGNBP2 GJB5 GRB2 GRHL2 HES1 HEY1 HEY2 HS6ST1 IL10 JUNB LEF1 MAP2K1 MAPK1 NCOA1 NSDHL OVOL2 PCDH12 PLCD3 RBPJ RSPO3 SOCS3 SPINT1 SPINT2 ST14 TMED2 VASH1 VASH2 WNT2 WNT7B ZFP36L1 GOBP_LABYRINTHINE_LAYER_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LABYRINTHINE_LAYER_MORPHOGENESIS ADM BMP5 BMP7 CCN1 DNAJB6 FGFR2 FZD5 GCM1 GJB5 GRB2 GRHL2 IL10 LEF1 NCOA1 RSPO3 SOCS3 SPINT1 SPINT2 ST14 TMED2 WNT7B ZFP36L1 GOBP_LACRIMAL_GLAND_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LACRIMAL_GLAND_DEVELOPMENT FGF10 FGFR2 FOXC1 IGSF3 PAX6 SOX10 SOX9 GOBP_LACTATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LACTATE_METABOLIC_PROCESS ACTN3 GATD1 HAGH HIF1A LDHA LDHAL6A LDHAL6B LDHB LDHC LDHD MIR210 MRS2 PARK7 PER2 PFKFB2 PNKD TIGAR TP53 GOBP_LACTATE_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LACTATE_TRANSMEMBRANE_TRANSPORT EMB SLC16A1 SLC16A3 SLC16A7 SLC16A8 SLC5A12 SLC5A8 GOBP_LACTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LACTATION APLN ATP7A ATP7B CAD CAV1 CCND1 CDO1 CREB1 CSN2 CSN3 DDR1 ERBB4 FOXB1 GHRHR GPAT4 HIF1A HK2 MED1 MT-CO2 MTCO2P12 MTX1 NCOA1 NCOR2 NEURL1 NME1 OAS2 OXTR PRL PRLR SLC29A1 SLC6A3 SOCS2 STAT5A STAT5B UMPS UPRT USF2 VDR VEGFA XBP1 XDH ZBTB7B GOBP_LAMELLIPODIUM_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LAMELLIPODIUM_ASSEMBLY ABI2 ABI3 ABLIM1 ABLIM2 ABLIM3 ACTR2 ACTR3 AJUBA AKIRIN1 ARFIP2 ARHGEF4 ARHGEF6 ARHGEF7 ARPC2 ATP7A AUTS2 AVIL BIN3 BRK1 CAPZB CARMIL1 CARMIL2 CCDC88A CDC42 CDH13 CLRN1 CYFIP1 DMTN EPHA2 FER FRMD7 FSCN1 GOLPH3 HRG HSP90AA1 ITGB1 KIT MIR196A1 MIR214 MSTN MTOR NCK1 NCK2 NCKAP1 NUP85 OCLN P2RY12 PARVB PIK3CA PIK3R1 PLCE1 PLXNB3 PTPRO RAC1 RAC2 RHOD S1PR1 SH2B1 SLIT2 SPATA13 SPEF1 SRGAP2 TWF1 TWF2 VAV2 VAV3 VCL WAS WASF2 WASF3 WHAMM WNT1 GOBP_LAMELLIPODIUM_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LAMELLIPODIUM_MORPHOGENESIS ABI1 ARHGEF7 ARPIN CD44 CORO1B CORO1C ENPP2 KANK1 MYO9B PDPN PLEKHO1 RREB1 SNX1 SNX2 SRC VIL1 WASF1 WASF2 GOBP_LAMELLIPODIUM_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LAMELLIPODIUM_ORGANIZATION ABI1 ABI2 ABI3 ABLIM1 ABLIM2 ABLIM3 ACTR2 ACTR3 AJUBA AKIRIN1 ARFIP2 ARHGEF4 ARHGEF6 ARHGEF7 ARPC2 ARPIN ATP7A AUTS2 AVIL BIN3 BRK1 CAPZB CARMIL1 CARMIL2 CCDC88A CD44 CDC42 CDH13 CLRN1 CORO1B CORO1C CTTN CYFIP1 DMTN ENPP2 EPHA2 FER FRMD7 FSCN1 GOLPH3 HRG HSP90AA1 ITGB1 KANK1 KIT MIR196A1 MIR214 MSTN MTOR MTSS2 MYO9B NCK1 NCK2 NCKAP1 NUP85 OCLN P2RY12 PARVB PDPN PHPT1 PIK3CA PIK3R1 PLCE1 PLEKHO1 PLXNB3 PTPRO RAC1 RAC2 RHOD RREB1 S1PR1 SH2B1 SLIT2 SNX1 SNX2 SPATA13 SPEF1 SRC SRGAP2 TWF1 TWF2 VAV2 VAV3 VCL VIL1 WAS WASF1 WASF2 WASF3 WHAMM WNT1 GOBP_LATERAL_MESODERM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LATERAL_MESODERM_DEVELOPMENT BMPR1A CER1 CITED2 DAND5 FOXF1 FOXH1 MESP1 NODAL SHH SMAD2 SMO TAF10 TBX20 TEAD2 YAP1 GOBP_LATERAL_SPROUTING_FROM_AN_EPITHELIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LATERAL_SPROUTING_FROM_AN_EPITHELIUM AR BMP4 BMP7 CELSR1 FGF10 FGFR2 NOG SHH SULF1 TP63 WNT5A GOBP_LATERAL_VENTRICLE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LATERAL_VENTRICLE_DEVELOPMENT AQP1 ATP1B2 CDK6 DNAH5 DPCD KDM2B NUMB NUMBL PAX5 RPGRIP1L TSKU UCHL5 GOBP_LATE_ENDOSOME_TO_GOLGI_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LATE_ENDOSOME_TO_GOLGI_TRANSPORT GCC2 RAB7B SGSM2 SNX12 SNX3 GOBP_LATE_ENDOSOME_TO_LYSOSOME_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LATE_ENDOSOME_TO_LYSOSOME_TRANSPORT ARL8B C9orf72 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 LRRK2 PLEKHM1 SNAPIN VPS35 VPS39 VPS41 VPS4A VPS4B GOBP_LATE_ENDOSOME_TO_VACUOLE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LATE_ENDOSOME_TO_VACUOLE_TRANSPORT BECN1 BECN2 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 HGS LEPROT LEPROTL1 MVB12A PIK3R4 PTPN23 SNF8 STAM STAM2 TMEM50A TMEM50B TSG101 UBAP1 VPS25 VPS28 VPS36 VPS37A VPS37B VPS37C VPS37D VPS4A VPS4B VTA1 GOBP_LATE_ENDOSOME_TO_VACUOLE_TRANSPORT_VIA_MULTIVESICULAR_BODY_SORTING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LATE_ENDOSOME_TO_VACUOLE_TRANSPORT_VIA_MULTIVESICULAR_BODY_SORTING_PATHWAY CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 HGS LEPROT LEPROTL1 MVB12A PTPN23 SNF8 STAM STAM2 TMEM50A TMEM50B TSG101 UBAP1 VPS25 VPS28 VPS36 VPS37A VPS37B VPS37C VPS37D VTA1 GOBP_LATE_NUCLEOPHAGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LATE_NUCLEOPHAGY ATG2A ATG2B ATG7 ATG9A ATG9B ULK1 ULK2 ULK3 GOBP_LAYER_FORMATION_IN_CEREBRAL_CORTEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LAYER_FORMATION_IN_CEREBRAL_CORTEX ADGRG1 BMERB1 CDK5 CDK5R1 CDK5R2 COL3A1 CTNNB1 DAB2IP GLI3 LRP8 MBOAT7 NR2E1 PAFAH1B1 RELN GOBP_LEARNED_VOCALIZATION_BEHAVIOR_OR_VOCAL_LEARNING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LEARNED_VOCALIZATION_BEHAVIOR_OR_VOCAL_LEARNING CNTNAP2 DCANP1 HTT NEUROG1 NRXN1 NRXN2 PAX6 SHANK3 STRA6 TIFAB GOBP_LEARNING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LEARNING AAAS ABCA7 ABCC8 ABL1 ADAM2 ADCY3 ADGRB3 APP ARC ARF4 ASIC1 ATAD1 ATP1A2 ATP8A1 ATXN1 ATXN1L B3GAT1 B4GALT2 BCHE BRAF BRSK1 BTG2 C1QL1 CDK5 CHRNA7 CHRNB2 CHST10 CIC CLDN5 CLN3 CLN8 CLSTN2 CNTN2 CNTNAP2 CSMD1 CTNS DBH DDHD2 DKK1 DLG4 DRD1 DRD2 DRD3 DRD5 EIF2AK4 EIF4A3 ELAVL4 EN1 EPHB2 FGF13 FOS FOSL1 FOXB1 FYN GABRA5 GIT1 GPR88 GRIN1 GRIN2A GRM5 HIF1A HMGCR HRH1 HTT IFT20 INSR ITGB1 JPH3 JPH4 KIT KMT2A KRAS LGMN LRRN4 MAP1A MAPK8IP2 MECP2 MEIS2 NDRG4 NETO1 NEUROD2 NF1 NLGN3 NLGN4X NLGN4Y NOG NPAS4 NPS NPTX2 NRXN1 NRXN2 NRXN3 NTRK2 NTSR1 OPRK1 OPRL1 PAK5 PAK6 PDE1B PDE8B PIAS1 PLCB1 PPP1R1B PPP1R9B PPP3CB PPT1 PRKAR2B PRKN PTGS2 PTN RAG1 RAPGEF3 RELN RGS14 RIC8A SHANK1 SHANK2 SHANK3 SLC12A5 SLC1A1 SLC24A2 SLC6A1 SLC7A11 SLC8A2 SLC8A3 SNAP25 SORCS3 SPECC1 SRF STRA6 SYNGAP1 SYNJ1 SYT11 TACO1 TACR1 TACR2 TAFA2 TANC1 TBR1 TH TLR2 TNR TPBG TSC1 TTC36 TUBA1A UBA6 UCN VDAC1 YTHDF1 GOBP_LEFT_RIGHT_AXIS_SPECIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LEFT_RIGHT_AXIS_SPECIFICATION ARL13B CITED2 DLL1 EPB41L5 IFT172 IFT25 MNS1 NOTCH1 NOTCH2 PITX2 PKD1L1 SETDB2 SMO ZIC3 GOBP_LENS_DEVELOPMENT_IN_CAMERA_TYPE_EYE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LENS_DEVELOPMENT_IN_CAMERA_TYPE_EYE ABI2 ATF4 BCAR3 BFSP1 BFSP2 BIRC7 BMP4 CDKN1B CDKN1C CDON CITED2 CRYAA CRYAB CRYBA1 CRYBA2 CRYBA4 CRYBB1 CRYBB2 CRYBB3 CRYBG3 CRYGA CRYGB CRYGC CRYGD CRYGN CRYGS CTNNB1 CTNS DLG1 EPHA2 FAT1 FGF2 FOXE3 FRS2 FZR1 GATA3 GJA8 GJE1 HIPK1 HIPK2 HSF4 KDM5B LCTL LENEP LIM2 MAF MED1 MEIS1 MIP NDP NECTIN1 NECTIN3 NF2 NHS PAX6 PITX3 PLAAT1 PLAAT3 PROX1 PYGO2 SHROOM2 SIX3 SIX5 SKI SKIL SLC7A11 SLITRK6 SMAD3 SOX1 SOX11 SPRED1 SPRED2 SPRED3 SPRY1 SPRY2 TBC1D20 TBC1D32 TDRD7 TGFBR1 TGFBR2 TMOD1 UNC45B VIM WNT2 WNT2B WNT5A WNT5B WNT7A WNT7B GOBP_LENS_FIBER_CELL_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LENS_FIBER_CELL_DEVELOPMENT ABI2 ATF4 BFSP1 BFSP2 CRYGB EPHA2 FRS2 PROX1 TBC1D20 TMOD1 VIM WNT5B WNT7A WNT7B GOBP_LENS_FIBER_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LENS_FIBER_CELL_DIFFERENTIATION ABI2 ATF4 BFSP1 BFSP2 CDKN1B CDKN1C CRYGB CRYGD EPHA2 FGF2 FOXE3 FRS2 FZR1 HSF4 KDM5B MAF NF2 PITX3 PLAAT1 PLAAT3 PROX1 SIX3 SKIL SLC7A11 SMAD3 SPRED1 SPRED2 SPRED3 SPRY1 SPRY2 TBC1D20 TDRD7 TMOD1 VIM WNT5B WNT7A WNT7B GOBP_LENS_FIBER_CELL_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LENS_FIBER_CELL_MORPHOGENESIS ABI2 ATF4 CRYGB EPHA2 PROX1 TBC1D20 GOBP_LENS_MORPHOGENESIS_IN_CAMERA_TYPE_EYE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LENS_MORPHOGENESIS_IN_CAMERA_TYPE_EYE ABI2 ATF4 BCAR3 BMP4 CITED2 CRYGB CTNNB1 EPHA2 HIPK1 HIPK2 LCTL MEIS1 NECTIN1 NECTIN3 PITX3 PROX1 SHROOM2 SKI SOX1 SOX11 TBC1D20 TDRD7 GOBP_LEPTIN_MEDIATED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LEPTIN_MEDIATED_SIGNALING_PATHWAY ADIPOR1 BBS2 BBS4 LEP LEPR MKKS MT3 SIRT1 STAT3 UGCG GOBP_LEUCINE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LEUCINE_CATABOLIC_PROCESS AUH HMGCL HMGCLL1 IVD MCCC1 MCCC2 GOBP_LEUCINE_IMPORT_ACROSS_PLASMA_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LEUCINE_IMPORT_ACROSS_PLASMA_MEMBRANE SLC3A2 SLC43A1 SLC43A2 SLC7A5 SLC7A8 GOBP_LEUCINE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LEUCINE_METABOLIC_PROCESS AUH BCAT1 BCAT2 HMGCL HMGCLL1 IVD MCCC1 MCCC2 GOBP_LEUCINE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LEUCINE_TRANSPORT LLGL2 SLC3A2 SLC43A1 SLC43A2 SLC6A15 SLC6A17 SLC7A5 SLC7A6 SLC7A7 SLC7A8 GOBP_LEUKOCYTE_ACTIVATION_INVOLVED_IN_INFLAMMATORY_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LEUKOCYTE_ACTIVATION_INVOLVED_IN_INFLAMMATORY_RESPONSE AGER AIF1 APP ATM AZU1 C1QA C5AR1 CCL3 CLU CST7 CTSC CX3CL1 CX3CR1 GRN IFNG IFNGR1 IFNGR2 IL13 IL33 IL4 IL6 ITGAM ITGB2 JAK2 KCNJ8 LDLR LRRK2 MAPT MIR128-1 MIR142 MIR181C MMP8 MYD88 NAGLU NR1D1 PTPRC SCNN1B SNCA SPHK1 STAP1 SYT11 TAFA3 TLR2 TLR3 TLR6 TLR9 TNF TRAF3IP2 TREM2 TRPV1 TTBK1 TYROBP GOBP_LEUKOCYTE_ADHESION_TO_ARTERIAL_ENDOTHELIAL_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LEUKOCYTE_ADHESION_TO_ARTERIAL_ENDOTHELIAL_CELL ALOX5 KLF4 MIR92A1 SLC39A8 TNF ZDHHC21 GOBP_LEUKOCYTE_ADHESION_TO_VASCULAR_ENDOTHELIAL_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LEUKOCYTE_ADHESION_TO_VASCULAR_ENDOTHELIAL_CELL ADD2 ALOX5 CCL21 CCL25 CCL28 CCR2 CHST2 CHST4 CX3CR1 CXCL12 ELANE ETS1 EXT1 FUT4 FUT7 FUT9 GCNT1 GOLPH3 GP1BA IL6 IRAK1 ITGA4 ITGB1 ITGB2 ITGB7 JAM2 KLF4 LEP LRG1 MADCAM1 MDK MIR125A MIR141 MIR146A MIR21 MIR221 MIR222 MIR31 MIR92A1 MIRLET7E MIRLET7G NFAT5 PODXL2 PTAFR RELA RHOA ROCK1 SELE SELL SELP SELPLG SLC39A8 SPN ST3GAL4 TNF TRAF6 VCAM1 ZDHHC21 GOBP_LEUKOCYTE_AGGREGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LEUKOCYTE_AGGREGATION BMP7 CD44 HAS2 IL1B JAM2 MSN NR4A3 RAC2 S100A8 S100A9 SEMA4D STK10 ZAP70 GOBP_LEUKOCYTE_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LEUKOCYTE_APOPTOTIC_PROCESS ADA ADAM17 ADAM8 AKT1 ANXA1 ARG2 AURKB AXL BAK1 BAX BCL10 BCL11B BCL2 BCL2L1 BCL2L11 BCL3 BCL6 BIRC7 BMP4 BTK CASP3 CASP7 CASP9 CCL19 CCL21 CCL5 CCR5 CCR7 CD27 CD274 CD3G CD74 CDKN2A CHEK2 CLC CRKL CTSL CXCL12 CXCR2 DFFA DNAJA3 DOCK8 EBF4 EFNA1 FADD FAS FASLG FNIP1 FOXP1 GAS6 GHSR GIMAP8 GLI3 GPAM HCAR2 HCLS1 HIF1A HSH2D IDO1 IL10 IL2 IL2RA IL6 IL7R IRF3 IRF7 IRS2 ITPKB JAK3 KDELR1 KIFAP3 KITLG LGALS16 LGALS3 LGALS9 LILRB1 LIPA LMBR1L LYN MEF2C MERTK MIAT MIF MIR17HG MIR34A MIRLET7B NF1 NFKBIZ NOC2L NOD2 ORMDL3 P2RX7 PDCD1 PIK3CB PIK3CD PIP PKN1 PLEKHO2 PRELID1 PRKCQ PRKD2 PTCRA RAG1 RAPGEF2 RIPK1 RIPK3 RPS6 SELENOS SIRT1 SLC39A10 SLC46A2 SLC7A11 ST3GAL1 ST6GAL1 TNFRSF21 TP53 TRAF3IP2 TSC22D3 VHL WNT5A ZC3H8 GOBP_LEUKOCYTE_CELL_CELL_ADHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LEUKOCYTE_CELL_CELL_ADHESION ABL1 ABL2 ACTB ACTL6A ACTL6B ADA ADAM8 ADD2 ADORA2A ADTRP AGER AIF1 AKT1 ALOX5 AMBRA1 ANXA1 AP3B1 AP3D1 APOA4 ARG1 ARG2 ARID1A ARID1B ARID2 ASCL2 ASS1 B2M BAD BCL10 BCL6 BMI1 BMP4 BMP7 BRD7 BTN2A2 CARD11 CASP3 CAV1 CBFB CBLB CCDC88B CCL19 CCL2 CCL21 CCL25 CCL28 CCL5 CCR2 CCR7 CD160 CD177 CD1D CD209 CD24 CD27 CD274 CD276 CD28 CD300A CD3E CD4 CD40LG CD44 CD46 CD47 CD5 CD55 CD6 CD70 CD74 CD80 CD81 CD83 CD86 CEACAM1 CEBPB CERCAM CHST2 CHST4 CLEC4G CLEC4M CLECL1P CORO1A CR1 CRTAM CSK CTLA4 CTSG CX3CR1 CXCL12 CYRIB DAPL1 DHPS DLG1 DLG5 DNAJA3 DOCK8 DPP4 DTX1 DUSP10 DUSP22 DUSP3 EBI3 EFNB1 EFNB2 EFNB3 EGR3 ELANE EPO ERBB2 ETS1 EXT1 EZR F11R FADD FCGR2B FCHO1 FERMT3 FGL1 FGL2 FLOT2 FOXJ1 FOXO3 FOXP3 FUT4 FUT7 FUT9 FYN GATA3 GCNT1 GFUS GLI2 GLI3 GLMN GOLPH3 GP1BA GPAM GPNMB HAS2 HAVCR2 HES1 HFE HHLA2 HLA-A HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-G HLX HMGB1 HSPD1 HSPH1 ICAM1 ICOS ICOSLG IDO1 IFNA2 IFNB1 IFNG IFNL1 IGF1 IGF2 IGFBP2 IHH IL10 IL12A IL12B IL12RB1 IL15 IL18 IL1A IL1B IL1RL2 IL2 IL20RB IL21 IL23A IL23R IL2RA IL2RG IL36B IL4 IL4I1 IL4R IL6 IL6ST IL7 IL7R ILDR2 IRAK1 IRF1 ITCH ITGA4 ITGA5 ITGAL ITGB1 ITGB2 ITGB7 ITPKB JAK2 JAK3 JAM2 KAT5 KITLG KLF4 KLHL25 KLRC4-KLRK1 KLRK1 LAG3 LAPTM5 LAX1 LCK LEF1 LEP LGALS1 LGALS3 LGALS9 LGALS9B LGALS9C LILRB1 LILRB2 LILRB4 LOXL3 LRG1 LRRC32 LYN MAD1L1 MADCAM1 MALT1 MAP3K8 MARCHF7 MDK MIA3 MIR125A MIR141 MIR146A MIR181C MIR21 MIR221 MIR222 MIR27A MIR30B MIR31 MIR92A1 MIRLET7E MIRLET7G MSN MTOR NCK1 NCK2 NCKAP1L NDFIP1 NFAT5 NFKBID NFKBIZ NKAP NLRP3 NOD2 NR4A3 NRARP NT5E OLR1 PAG1 PAWR PBRM1 PCK1 PDCD1LG2 PDE5A PDPK1 PECAM1 PELI1 PHF10 PIK3CA PIK3R6 PLA2G2A PLA2G2D PLA2G2E PLA2G2F PLA2G5 PNP PODXL2 PPARA PPP3CA PRDX2 PRKAR1A PRKCQ PRKCZ PRNP PTAFR PTPN11 PTPN2 PTPN22 PTPN6 PTPRC PYCARD RAC2 RAG1 RAG2 RARA RASAL3 RASGRP1 RC3H1 RC3H2 RELA RHOA RHOH RIPK2 RIPOR2 ROCK1 RPS3 RUNX1 RUNX3 S100A8 S100A9 SART1 SASH3 SCGB1A1 SCRIB SDC4 SELE SELENOK SELL SELP SELPLG SEMA4D SFTPD SHB SHH SIRPA SIRPB1 SIRPG SKAP1 SLAMF1 SLC39A8 SLC4A2 SLC7A1 SMAD7 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SOCS1 SOCS5 SOCS6 SOX12 SOX13 SOX4 SPN SPTA1 SRC ST3GAL4 STAT5B STK10 SYK TARM1 TBX21 TESPA1 TFRC TGFBR2 THY1 TIGIT TMEM131L TMIGD2 TNF TNFAIP8L2 TNFRSF13C TNFRSF14 TNFRSF21 TNFSF11 TNFSF13B TNFSF14 TNFSF18 TNFSF4 TNFSF9 TNIP1 TRAF6 TSPAN32 TWSG1 TYK2 UMOD VAV1 VCAM1 VNN1 VSIG4 VSIR VTCN1 WNK1 WNT10B XBP1 XCL1 YES1 ZAP70 ZBTB1 ZBTB16 ZBTB7B ZC3H12A ZC3H8 ZDHHC21 ZMIZ1 ZP3 ZP4 GOBP_LEUKOCYTE_CHEMOTAXIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LEUKOCYTE_CHEMOTAXIS ADAM10 ADAM17 ADAM8 ADGRE2 AIF1 AKIRIN1 ALOX5 ANO6 ANXA1 ARHGEF5 AZU1 BSG BST1 C1QBP C3AR1 C5 C5AR1 C5AR2 CALCA CALR CAMK1D CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL3 CCL3L1 CCL3L3 CCL4 CCL5 CCL7 CCL8 CCN3 CCR1 CCR2 CCR5 CCR6 CCR7 CD300H CD74 CH25H CHGA CKLF CMKLR1 CNR2 CORO1A CREB3 CSF1 CSF1R CSF3R CTSG CX3CL1 CX3CR1 CXADR CXCL1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL16 CXCL17 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 CXCR1 CXCR2 CXCR4 CXCR5 CYP19A1 CYP7B1 DAPK2 DDT DEFA1 DEFA1B DEFB104A DEFB104B DEFB124 DNM1L DPEP1 DPP4 DUSP1 EDN1 EDN2 EDN3 EDNRB F2RL1 F7 FCER1G FFAR2 FLT1 FOLR2 FPR2 GAS6 GBF1 GPR15LG GPR18 GPR183 GPSM3 GREM1 HMGB1 HSD3B7 IL10 IL12A IL16 IL17RA IL17RC IL1B IL23A IL34 IL4 IL6 IL6R ITGA1 ITGA9 ITGB2 JAM3 JAML KIT KLRC4-KLRK1 KLRK1 LBP LGALS3 LGALS9 LGMN LYN LYST MAPK1 MAPK3 MCU MDK MICOS10-NBL1 MIF MIR223 MMP2 MMP28 MOSPD2 MPP1 MSMP MSTN MTUS1 NBL1 NCKAP1L NEDD9 NINJ1 NOD2 NUP85 OXSR1 PADI2 PDE4B PDGFB PF4 PF4V1 PGF PIK3CD PIK3CG PIKFYVE PIP5K1C PLA2G1B PLA2G7 PLEC PPBP PPIA PPIB PREX1 PRSS56 PTK2 PTK2B PTN PTPRO RAC1 RAC2 RARRES2 RIN3 RIPOR2 RPL13A RPS19 S100A12 S100A14 S100A7 S100A8 S100A9 S1PR1 SAA1 SBDS SCG2 SERPINE1 SFTPD SLAMF1 SLAMF8 SLC12A2 SLC8B1 SLIT2 SPI1 SRP54 STAP1 STK39 SWAP70 SYK TAFA4 TGFB2 THBS1 THBS4 TIRAP TMEM102 TNFAIP6 TNFRSF11A TNFSF11 TNFSF14 TNFSF18 TREM1 TRPM2 TRPM4 TRPV4 VAV1 VAV3 VEGFA VEGFB VEGFC VEGFD WNK1 WNT5A XCL1 XCL2 ZNF580 GOBP_LEUKOCYTE_CHEMOTAXIS_INVOLVED_IN_INFLAMMATORY_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LEUKOCYTE_CHEMOTAXIS_INVOLVED_IN_INFLAMMATORY_RESPONSE ALOX5 FFAR2 LBP MDK NINJ1 PTN SLAMF1 SLAMF8 GOBP_LEUKOCYTE_DEGRANULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LEUKOCYTE_DEGRANULATION ADGRE2 ADORA2B ANXA3 AP1G1 BCR BTK C12orf4 CBL CCL3 CCR2 CD177 CD300A CD84 CEACAM1 CHGA CLNK CORO1A CPLX2 F2RL1 FCER1A FCGR2B FCGR3A FER FES FGR FOXF1 GAB2 GATA1 GATA2 GPR15LG GRP HCK HLA-F IL13 IL13RA2 IL4 IL4R ITGAM ITGB2 KIT KLRC2 KLRF2 LAMP1 LAT LAT2 LGALS9 LYN MILR1 MRGPRX2 NCKAP1L NKG7 NR4A3 PDPK1 PIK3CD PIK3CG PLA2G3 PRAM1 PTAFR PTGDR PTGDS RAB27A RAB44 RABGEF1 RAC2 RASGRP1 S100A13 SCN11A SLC18A2 SNAP23 SNX4 SNX6 SPHK2 SPI1 STX4 STXBP1 STXBP2 STXBP3 SYK UNC13D VAMP2 VAMP3 VAMP7 VAMP8 GOBP_LEUKOCYTE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LEUKOCYTE_DIFFERENTIATION ABL1 ACIN1 ACTB ACTL6A ACTL6B ADA ADAM17 ADAM8 ADGRG3 ADIPOQ AGER AICDA AIRE AMBRA1 ANXA1 ANXA2 AP3B1 AP3D1 APCS APP AQP8 ARID1A ARID1B ARID2 ARMC5 ASCL2 ATF2 ATG5 ATM ATP6AP1 ATP7A AXL AZI2 B2M BAD BAK1 BAP1 BATF BATF2 BATF3 BAX BCL11B BCL2 BCL3 BCL6 BGLAP BLNK BMI1 BMP2 BMP4 BRAF BRD7 BTK BTN2A2 C17orf99 C1QC CALCR CAMK4 CARD11 CARTPT CASP10 CASP8 CBFA2T3 CBFB CCL19 CCL3 CCN4 CCR1 CCR2 CCR6 CCR7 CCR9 CD101 CD109 CD19 CD1D CD2 CD27 CD28 CD3D CD3E CD3G CD4 CD40LG CD46 CD74 CD79A CD79B CD80 CD81 CD83 CD86 CD8A CDC42 CDH17 CDK6 CEACAM1 CEBPA CEBPB CEBPE CEBPG CHD7 CITED2 CLCF1 CLDN18 CLEC4D CLEC4E CLEC4G CLPB CLPTM1 CMTM7 CR1 CR2 CREB1 CRTAM CSF1 CSF1R CSF2 CSF3 CTLA4 CTNNB1 CTNNBIP1 CTSK CTSL CUL4A CYP26B1 DCAF1 DCLRE1C DCSTAMP DHRS2 DHRS7B DLL1 DLL4 DNAJA3 DNAJB9 DOCK10 DOCK11 DOCK2 DROSHA DTX1 DUSP10 EFNA2 EGR1 EGR3 EIF2AK1 ENTPD7 EOMES EP300 EPHA2 ERBB2 ERFE EVI2B EZH2 F2RL1 FADD FAM20C FANCA FANCD2 FARP2 FASN FBN1 FBXO7 FBXW7 FCER1G FCGR2B FCRL3 FES FGL2 FLT3 FNIP1 FOS FOSL2 FOXJ1 FOXN1 FOXO3 FOXP1 FOXP3 FSHB FSTL3 FUT7 FZD5 FZD7 FZD8 FZD9 GAB2 GAB3 GAS6 GATA1 GATA2 GATA3 GBA1 GLI2 GLI3 GLO1 GPC3 GPR137 GPR137B GPR18 GPR183 GPR55 GPR68 GPR89A GPR89B GPS2 HAX1 HCLS1 HDAC4 HDAC5 HDAC9 HECTD1 HHEX HLA-B HLA-DOA HLA-DRA HLA-DRB1 HLA-G HLX HMGB1 HOXA7 HSF1 IAPP ID2 IFI16 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IFNE IFNG IFNK IFNL1 IFNW1 IGSF23 IHH IKZF1 IKZF3 IL10 IL11 IL12B IL12RB1 IL15 IL15RA IL17A IL18 IL18R1 IL1A IL1B IL1RL1 IL1RL2 IL2 IL20 IL21 IL23A IL23R IL25 IL27 IL2RA IL2RG IL31RA IL33 IL34 IL36B IL4 IL4I1 IL4R IL5 IL6 IL6R IL7 IL7R IL9 INHA INHBA INPP5D IREB2 IRF1 IRF2BP2 IRF4 IRF7 IRF8 ITFG2 ITGA4 ITGB1 ITGB6 ITGB8 ITK ITM2A ITPKB JAG2 JAGN1 JAK1 JAK3 JMJD6 JUNB KAT2A KAT5 KAT7 KDELR1 KIT KITLG KLF10 KLF6 KLHL25 KLRC1 KMT2A L3MBTL3 LAG3 LARGE1 LBR LCK LEF1 LEP LEPR LFNG LGALS1 LGALS3 LGALS9 LIF LIG4 LILRB1 LILRB2 LILRB3 LILRB4 LIPA LMBR1L LOXL3 LRRC17 LRRC8A LRRK1 LTBR LTF LY6D LY9 LYL1 LYN MAFB MALT1 MAPK14 MDK MED1 MEN1 MERTK METTL3 MFNG MIR125B1 MIR145 MIR17HG MIR21 MIR223 MIR30B MIR486-1 MITF MMP14 MMP9 MR1 MS4A1 MSH2 MT1G MTOR MYB MYC MYD88 MYH9 NAGLU NCAPH2 NCKAP1L NDFIP1 NDP NEDD9 NF1 NFAM1 NFATC1 NFIL3 NFKBID NFKBIZ NHEJ1 NKAP NKX2-3 NLRP3 NOTCH2 NR3C1 NRARP NRROS NTRK1 OCSTAMP ONECUT1 OSCAR OSTM1 PAFAH1B1 PARP1 PATZ1 PAX5 PBRM1 PBX1 PCID2 PCK1 PDE1B PF4 PGLYRP1 PGLYRP2 PGLYRP3 PHF10 PHF14 PIAS3 PIK3CD PIK3R1 PIK3R2 PIK3R3 PIK3R6 PIR PKNOX1 PLA2G2D PLA2G3 PLCG2 PLCL2 PNP POU2AF1 POU4F1 POU4F2 PPARG PPARGC1B PPP2R3C PPP3CA PPP3CB PRDM1 PRDX2 PRELID1 PREX1 PRKCA PRKCZ PRKDC PRR7 PRTN3 PRXL2A PSEN1 PSG9 PSMB11 PTGER4 PTK2B PTPN2 PTPN22 PTPN6 PTPRC PTPRJ RABL3 RAG1 RAG2 RARA RASGRP1 RASSF2 RB1 RBPJ RC3H1 RC3H2 RELB RHOA RHOH RIPK1 RIPK2 RIPK3 RNF41 ROR2 RORA RORC RPL22 RPS6 RPTOR RRAS RSAD2 RUNX1 RUNX2 RUNX3 SART1 SASH3 SBNO2 SEMA4A SFRP1 SH3PXD2A SH3RF1 SHB SHH SIGLEC15 SIRT1 SLAMF1 SLAMF6 SLAMF8 SLC25A5 SLC39A7 SLC46A2 SLC4A2 SLC9B2 SMAD7 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SNX10 SOCS1 SOCS3 SOCS5 SOD1 SOS1 SOS2 SOX12 SOX13 SOX4 SP3 SPI1 SPINK5 SPN SRC SRF SRP54 ST3GAL1 STAT3 STAT4 STAT5A STAT5B STAT6 STK11 SYK SYVN1 TAL1 TBX21 TCF3 TCF7 TCIRG1 TCTA TESC TESPA1 TET2 TF TFE3 TFRC TGFB1 TGFBR2 THEMIS THOC5 TLR2 TLR3 TLR4 TLR9 TMEM131L TMEM176A TMEM176B TMEM178A TMEM64 TMEM98 TNF TNFAIP6 TNFRSF11A TNFRSF11B TNFRSF9 TNFSF11 TNFSF13B TNFSF18 TNFSF4 TNFSF8 TNFSF9 TOB2 TOP2B TOX TP53 TPD52 TRAF3IP2 TRAF6 TREM2 TRIB1 TRPM2 TSC1 TSPAN2 TUSC2 TYRO3 TYROBP UBASH3B UBD UCP2 USP44 VAV1 VCAM1 VEGFA VNN1 VPS54 VSIR WNT1 WNT10B WNT4 XBP1 XRCC6 YY1 ZAP70 ZBTB1 ZBTB16 ZBTB46 ZBTB7A ZBTB7B ZC3H12A ZC3H8 ZEB1 ZFP36L1 ZFP36L2 ZFPM1 ZMIZ1 ZNF675 ZNF683 GOBP_LEUKOCYTE_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LEUKOCYTE_HOMEOSTASIS ABL1 ADA ADAM17 AIM2 AKT1 ANXA1 AXL BAK1 BAP1 BAX BCL10 BCL2 BCL2L11 BTK CAMLG CASP3 CCNB2 CCR2 CD74 CHST3 CORO1A CSF1 CXCL6 CXCR2 DNAJA3 DOCK10 DOCK11 F2R FADD FAS FLT3 FOXN1 FOXP3 GAPT GCNT4 GPAM GPR15LG GPR174 GPR183 HCAR2 HIF1A HMGB1 IL2 IL20RB IL2RA IL6 IL7R ITPKB JAK3 JAM3 KITLG LAT LGALS2 LGALS9 LIPA LMO1 LYN MEF2C MERTK MIF MIR17HG MPL MTHFD1 NCKAP1L NF1 NKX2-3 P2RX7 PACS1 PDE4B PIK3CB PIK3CD PKN1 PMAIP1 PPP2CA PPP2R1A PPP2R3C PPP3CB PRDX2 RAG1 RC3H1 RC3H2 RIPK3 RPS6 SASH3 SH2B2 SH2B3 SIT1 SKIL SLC15A4 SLC39A3 SLC40A1 SLC46A2 SLC7A11 SOS1 SOS2 SPNS2 SPTA1 STAT5B TCIRG1 TNFAIP3 TNFRSF13B TNFRSF17 TNFSF13B TNFSF14 TRAF3IP2 TSC22D3 WDR37 XKR8 ZC3H8 GOBP_LEUKOCYTE_MEDIATED_CYTOTOXICITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LEUKOCYTE_MEDIATED_CYTOTOXICITY AGER AP1G1 ARG1 ARL8B ARRB2 AZU1 B2M CADM1 CD160 CD1A CD1B CD1C CD1D CD1E CD2 CD226 CEACAM1 CEBPG CLEC12B CLEC2A CORO1A CRK CRTAM CTSC CTSG CTSH CX3CR1 CXCL6 CYRIB DNASE1 DNASE1L3 EBAG9 ELANE EMP2 F2 F2RL1 FADD FCGR1A FCGR2B FCGR3A GFER GZMB GZMM HAVCR2 HFE HLA-A HLA-B HLA-C HLA-DRA HLA-DRB1 HLA-E HLA-F HLA-G HLA-H HPRT1 ICAM1 IGHG1 IL12A IL12B IL12RB1 IL18 IL18RAP IL21 IL23A IL23R IL7R ITGAM KIF5B KIR2DL4 KIR3DL1 KLRB1 KLRC1 KLRC2 KLRC3 KLRC4 KLRC4-KLRK1 KLRD1 KLRF2 KLRK1 LAG3 LAMP1 LEP LGALS9 LILRB1 LYST MICA MICB MR1 MYD88 NCKAP1L NCR1 NCR3 NECTIN2 NKG7 NLRP6 NOS2 P2RX7 PIK3R6 PLEKHM2 PPP3CB PRDX1 PRF1 PTPN6 PTPRC PVR RAB27A RAET1E RAET1G RAET1L RASGRP1 RIPK3 RNF19B SCNN1B SERPINB4 SERPINB9 SH2D1A SLAMF6 SLAMF7 SLC22A13 SPI1 STAP1 STAT5B STX7 STXBP2 TAP2 TGFB1 TREM1 TUBB TUBB4B TUSC2 TYROBP ULBP1 ULBP2 ULBP3 UNC13D VAMP2 VAMP7 VAV1 XCL1 GOBP_LEUKOCYTE_MEDIATED_IMMUNITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LEUKOCYTE_MEDIATED_IMMUNITY ACE ADAM17 ADGRE2 ADORA2B AGER AHR AICDA AIRE ANXA3 AP1G1 APLF ARG1 ARID5A ARL8B ARRB2 ATAD5 AZU1 B2M BATF BCL10 BCL3 BCL6 BCR BST2 BTK BTN3A2 BTN3A3 C12orf4 C17orf99 C1QA C1QB C1QBP C1QC C1R C1RL C1S C2 C3 C4A C4B C4BPA C4BPB C5 C6 C7 C8A C8B C8G C9 CADM1 CAMK4 CARD9 CBL CCL3 CCR2 CCR6 CD160 CD177 CD19 CD1A CD1B CD1C CD1D CD1E CD2 CD226 CD27 CD28 CD300A CD40 CD40LG CD46 CD55 CD70 CD74 CD80 CD81 CD84 CD8A CD96 CEACAM1 CEBPG CFI CHGA CLC CLCF1 CLEC12B CLEC2A CLEC4G CLEC7A CLNK CLU CORO1A CPLX2 CR1 CR1L CR2 CRK CRTAM CSF2RB CTSC CTSG CTSH CX3CR1 CXCL6 CYRIB DBH DDX1 DDX21 DENND1B DHX36 DNASE1 DNASE1L3 DUSP22 EBAG9 ELANE EMP2 ERCC1 EXO1 EXOSC3 EXOSC6 F2 F2RL1 FADD FBXO38 FCER1A FCER1G FCER2 FCGR1A FCGR2B FCGR3A FER FES FGR FOXF1 FOXJ1 FOXP3 FUT7 FZD5 GAB2 GAPT GATA1 GATA2 GATA3 GFER GNL1 GPR15LG GRP GZMB GZMM HAVCR2 HFE HLA-A HLA-B HLA-C HLA-DRA HLA-DRB1 HLA-DRB3 HLA-E HLA-F HLA-G HLA-H HMCES HMGB1 HPRT1 HPX HSPD1 ICAM1 IFNA2 IFNB1 IGHA1 IGHA2 IGHD IGHE IGHG1 IGHG2 IGHG3 IGHG4 IGHM IGHV1-18 IGHV1-24 IGHV1-3 IGHV1-45 IGHV1-58 IGHV1-69 IGHV1-69-2 IGHV1-69D IGHV2-26 IGHV2-5 IGHV2-70 IGHV2-70D IGHV3-11 IGHV3-13 IGHV3-15 IGHV3-16 IGHV3-20 IGHV3-21 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-35 IGHV3-38 IGHV3-43 IGHV3-48 IGHV3-49 IGHV3-53 IGHV3-64 IGHV3-64D IGHV3-66 IGHV3-7 IGHV3-72 IGHV3-73 IGHV3-74 IGHV4-28 IGHV4-31 IGHV4-34 IGHV4-39 IGHV4-4 IGHV4-59 IGHV4-61 IGHV5-10-1 IGHV5-51 IGHV6-1 IGHV7-4-1 IGHV7-81 IGHV8-51-1 IGKC IGLC1 IGLC2 IGLC3 IGLC6 IGLC7 IGLL1 IGLL5 IL10 IL12A IL12B IL12RB1 IL13 IL13RA2 IL18 IL18R1 IL18RAP IL1B IL1R1 IL2 IL20RB IL21 IL21R IL23A IL23R IL27RA IL2RB IL4 IL4I1 IL4R IL6 IL7R IL9 IL9R INPP5D IRAK4 IRF7 ITGAM ITGB2 JAG1 JAGN1 JAK3 KDM5D KIF5B KIR2DL4 KIR3DL1 KIT KLRB1 KLRC1 KLRC2 KLRC3 KLRC4 KLRC4-KLRK1 KLRD1 KLRF2 KLRK1 KMT2E KMT5B KMT5C LAG3 LAMP1 LAT LAT2 LEP LGALS9 LIG4 LILRB1 LILRB4 LTA LYN LYST MAD2L2 MALT1 MAP3K7 MASP2 MAVS MBL2 MICA MICB MILR1 MLH1 MPL MR1 MRGPRX2 MSH2 MSH6 MYD88 MYO1G NBN NCKAP1L NCR1 NCR3 NCR3LG1 NDFIP1 NDST2 NECTIN2 NFKBIZ NKG7 NLRP3 NLRP6 NOD2 NOS2 NR4A3 NSD2 P2RX7 PARP3 PAXIP1 PDPK1 PIK3CD PIK3CG PIK3R6 PLA2G1B PLA2G3 PLCG2 PLEKHM2 PMS2 PPP3CB PRAM1 PRDX1 PRF1 PRKCD PRKCZ PTAFR PTGDR PTGDS PTPN6 PTPRC PVR RAB27A RAB44 RABGEF1 RAC2 RAET1E RAET1G RAET1L RASGRP1 RFTN1 RIF1 RIGI RIPK3 RNF168 RNF19B RNF8 RSAD2 S100A13 SANBR SASH3 SCART1 SCIMP SCN11A SCNN1B SERPINB4 SERPINB9 SERPING1 SH2D1A SH2D1B SHLD1 SHLD2 SHLD3 SLA2 SLAMF1 SLAMF6 SLAMF7 SLAMF9 SLC15A4 SLC18A2 SLC22A13 SMAD7 SNAP23 SNX4 SNX6 SPHK2 SPI1 SPN SPON2 STAP1 STAT5B STAT6 STX4 STX7 STXBP1 STXBP2 STXBP3 SUPT6H SUSD4 SVEP1 SWAP70 SYK TAP2 TBX21 TCIRG1 TFRC TGFB1 THOC1 TICAM1 TICAM2 TLR3 TLR4 TLR8 TLR9 TNF TNFRSF1B TNFSF13 TNFSF4 TP53BP1 TRAF2 TRAF3IP2 TRAF6 TREM1 TREM2 TREX1 TRPM4 TUBB TUBB4B TUSC2 TYROBP ULBP1 ULBP2 ULBP3 UNC13D UNC93B1 UNG VAMP2 VAMP3 VAMP7 VAMP8 VAV1 WAS WDR1 XCL1 ZBTB1 ZP3 GOBP_LEUKOCYTE_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LEUKOCYTE_MIGRATION ABL1 ABL2 ADA ADAM10 ADAM17 ADAM8 ADD2 ADGRE2 ADORA1 ADTRP AGER AIF1 AIMP1 AIRE AKIRIN1 AKT1 ALOX5 ANO6 ANXA1 APOD APP ARHGEF5 ARTN ASB2 ASCL2 AZU1 B4GALT1 BCR BDKRB1 BMP5 BSG BST1 C1QBP C3AR1 C5 C5AR1 C5AR2 CALCA CALR CAMK1D CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL28 CCL3 CCL3L1 CCL3L3 CCL4 CCL5 CCL7 CCL8 CCN3 CCR1 CCR2 CCR5 CCR6 CCR7 CD177 CD200 CD200R1 CD300A CD300H CD34 CD47 CD74 CD81 CD9 CD99 CD99L2 CDC42 CH25H CHGA CHST2 CHST4 CKLF CMKLR1 CNN2 CNR2 CORO1A CREB3 CRK CRKL CRTAM CSF1 CSF1R CSF3R CTSG CX3CL1 CX3CR1 CXADR CXCL1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL16 CXCL17 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 CXCR1 CXCR2 CXCR3 CXCR4 CXCR5 CYP19A1 CYP7B1 DAPK2 DBH DDT DEFA1 DEFA1B DEFB104A DEFB104B DEFB124 DNM1L DOCK8 DPEP1 DPP4 DUSP1 ECM1 EDN1 EDN2 EDN3 EDNRB ELANE EMILIN1 EMP2 EPS8 EPX EXT1 F11R F2RL1 F7 FADD FCER1G FER FFAR2 FLT1 FOLR2 FOXJ1 FPR2 FUT4 FUT7 FUT9 FYN GAS6 GATA3 GBA1 GBF1 GCNT1 GCSAM GCSAML GOLPH3 GP1BA GP2 GPR15 GPR15LG GPR18 GPR183 GPSM3 GREM1 H2BC1 HCK HMGB1 HMOX1 HOXA7 HSD3B7 ICAM1 IL10 IL12A IL16 IL17A IL17RA IL17RC IL1A IL1B IL1R1 IL23A IL27RA IL33 IL34 IL4 IL6 IL6R IRAK4 ITGA1 ITGA2 ITGA2B ITGA3 ITGA4 ITGA6 ITGA7 ITGA9 ITGAL ITGB1 ITGB2 ITGB3 ITGB7 JAGN1 JAM2 JAM3 JAML KIT KITLG KLRC4-KLRK1 KLRK1 LBP LCK LEP LGALS3 LGALS9 LGMN LRCH1 LYN LYST LYVE1 MADCAM1 MAPK1 MAPK3 MCOLN2 MCU MDK MIA3 MICOS10-NBL1 MIF MIR128-1 MIR146A MIR223 MIR24-1 MMP14 MMP2 MMP28 MOSPD2 MPP1 MSMP MSN MSTN MTUS1 MYD88 MYH9 MYO1G NBL1 NCKAP1L NEDD9 NF1 NINJ1 NKX2-3 NLRP12 NOD2 NUP85 OXSR1 P2RX4 P2RY12 PADI2 PAFAH1B1 PDE4B PDGFB PDGFD PECAM1 PF4 PF4V1 PGF PIK3CD PIK3CG PIK3R1 PIKFYVE PIP5K1C PLA2G1B PLA2G7 PLCB1 PLEC PLVAP PODXL2 PPBP PPIA PPIB PREX1 PRSS56 PRTN3 PTAFR PTGER4 PTK2 PTK2B PTN PTPRO PYCARD RABGEF1 RAC1 RAC2 RAC3 RARRES2 RET RHOA RIN3 RIPK3 RIPOR2 ROCK1 ROR2 RPL13A RPS19 S100A12 S100A14 S100A7 S100A8 S100A9 S1PR1 SAA1 SBDS SCG2 SELE SELENOK SELL SELP SELPLG SERPINE1 SFTPD SIRPA SLAMF1 SLAMF8 SLC12A2 SLC8B1 SLIT2 SMPD3 SOS1 SPI1 SPN SPNS2 SRC SRP54 ST3GAL4 STAP1 STAT5B STK10 STK39 SWAP70 SYK TACR1 TAFA4 TBX21 TGFB2 THBS1 THBS4 THY1 TIRAP TMEM102 TNF TNFAIP6 TNFRSF11A TNFRSF14 TNFRSF18 TNFSF11 TNFSF14 TNFSF18 TREM1 TREM2 TRIM55 TRPM2 TRPM4 TRPV4 UMOD VAV1 VAV3 VCAM1 VEGFA VEGFB VEGFC VEGFD WASL WDR1 WNK1 WNT5A XCL1 XCL2 XG YES1 ZAP70 ZNF580 ZP3 GOBP_LEUKOCYTE_MIGRATION_INVOLVED_IN_INFLAMMATORY_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LEUKOCYTE_MIGRATION_INVOLVED_IN_INFLAMMATORY_RESPONSE ADAM8 ALOX5 CCR6 CX3CL1 ELANE FFAR2 FUT7 JAM3 LBP MDK NINJ1 PTN S100A8 S100A9 SELE SLAMF1 SLAMF8 TNF TRIM55 GOBP_LEUKOCYTE_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LEUKOCYTE_PROLIFERATION ABL1 ACE ADA AGER AHR AIF1 ANXA1 ARG1 ARG2 ARMC5 ATAD5 ATM AZI2 BAP1 BAX BCL2 BCL2L1 BCL6 BID BMI1 BMP4 BST1 BST2 BTK BTN2A2 BTN3A1 CADM1 CARD11 CASP3 CBLB CCDC88B CCL19 CCL5 CCND3 CCR2 CD151 CD180 CD19 CD1D CD209 CD22 CD24 CD274 CD276 CD28 CD300A CD320 CD38 CD3E CD40 CD40LG CD46 CD55 CD6 CD70 CD74 CD79A CD80 CD81 CD86 CDKN1A CEBPB CHRNB2 CLC CLCF1 CLEC4G CLECL1P CLU CNN2 CORO1A CR1 CR2 CRP CRTAM CSF1 CSF1R CSF2 CSF2RA CSF2RB CTLA4 CTNNB1 CTPS1 CX3CL1 DHPS DLG1 DLG5 DNAJA3 DOCK2 DOCK8 EBI3 EFNB1 ELF4 EMP2 ENPP3 EPHB2 EPO ERBB2 F2RL1 FADD FCGR2B FCGR3A FCRL3 FGF10 FKBP1B FLT3 FOSL2 FOXJ1 FOXP3 FYN GAL GAPT GBA1 GLMN GPAM GPNMB GPR183 GREM1 GSTP1 HAVCR2 HELLS HES1 HHEX HHLA2 HLA-A HLA-DMB HLA-DPA1 HLA-DPB1 HLA-DRB1 HLA-E HLA-G HMGB1 HPRT1 HSPD1 ICOSLG IDO1 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IFNE IFNK IFNW1 IGF1 IGF2 IGFBP2 IHH IKZF3 IL10 IL12A IL12B IL12RB1 IL13 IL15 IL18 IL1A IL1B IL2 IL20RB IL21 IL23A IL23R IL27 IL2RA IL33 IL34 IL4 IL4I1 IL5 IL5RA IL6 IL6ST IL7 IL7R IL9 IMPDH2 INPP5D IRF1 IRS2 ITCH JAK2 JUNB KIT KITLG LEF1 LEP LGALS3 LGALS9 LGALS9B LGALS9C LILRB1 LILRB2 LILRB4 LIPA LMBR1L LMO1 LRRC32 LST1 LYN MAD1L1 MALT1 MAPK1 MAPK3 MAPK8IP1 MARCHF7 MEF2C MIF MIR181B1 MIR181C MIR185 MIR21 MIR30B MNDA MPL MS4A1 MSN MYD88 MZB1 NCK1 NCK2 NCKAP1L NCSTN NDFIP1 NDP NF1 NFATC2 NFKBIZ NMB NMBR NPR3 OCSTAMP P2RX7 PAWR PDCD1LG2 PDE5A PELI1 PIK3CG PKN1 PLA2G2A PLA2G2D PLA2G2E PLA2G2F PLA2G5 PLCL2 PNP PPP3CA PPP3CB PRDX2 PRKAR1A PRKCD PRKCQ PRLR PRNP PSMB10 PTH PTK2 PTPN22 PTPN6 PTPRC PURA PYCARD RAC2 RAG2 RASAL3 RASGRP1 RASSF5 RC3H1 RC3H2 RIPK2 RIPK3 RPS3 RPS6 SASH3 SCGB1A1 SCRIB SDC4 SELENOK SFTPD SH2D2A SH3RF1 SHB SHH SLAMF1 SLC11A1 SLC39A10 SLC4A2 SLC7A1 SOS1 SOS2 SOX11 SPN SPTA1 ST6GAL1 STAT5B STAT6 SYK TACR1 TBK1 TCIRG1 TFRC TGFBR2 TICAM1 TIRAP TLR4 TLR9 TMEM131L TMIGD2 TNFAIP3 TNFRSF13B TNFRSF13C TNFRSF14 TNFRSF1B TNFRSF21 TNFRSF4 TNFRSF9 TNFSF11 TNFSF13B TNFSF14 TNFSF18 TNFSF4 TNFSF8 TNFSF9 TP53 TRAF6 TREM2 TSPAN32 TWSG1 TYK2 TYROBP VAV3 VCAM1 VSIG4 VSIR VTCN1 WNT3A WNT4 XCL1 ZAP70 ZBTB7B ZNF335 ZP3 ZP4 GOBP_LEUKOCYTE_TETHERING_OR_ROLLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LEUKOCYTE_TETHERING_OR_ROLLING ADD2 CCL21 CCL25 CCL28 CCR2 CHST2 CHST4 CX3CR1 CXCL12 ELANE EXT1 FUT4 FUT7 FUT9 GCNT1 GOLPH3 GP1BA ITGA4 ITGB1 ITGB7 JAM2 LEP MADCAM1 PODXL2 PTAFR ROCK1 SELE SELL SELP SELPLG SPN ST3GAL4 TNF VCAM1 GOBP_LEUKOTRIENE_B4_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LEUKOTRIENE_B4_METABOLIC_PROCESS CYP4A11 CYP4F12 CYP4F2 CYP4F3 PTGR1 GOBP_LEUKOTRIENE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LEUKOTRIENE_BIOSYNTHETIC_PROCESS ALOX5 ALOX5AP GGT1 GGT2P GGT3P GGT5 GGT6 GGT7 GGTA1 GGTLC1 GGTLC2 GGTLC3 LTA4H LTC4S MGST2 MGST3 PLA2G1B PLA2G4A PLA2G5 PRG3 SYK GOBP_LEUKOTRIENE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LEUKOTRIENE_CATABOLIC_PROCESS CYP4A11 CYP4F12 CYP4F2 CYP4F3 DPEP1 DPEP2 GOBP_LEUKOTRIENE_D4_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LEUKOTRIENE_D4_BIOSYNTHETIC_PROCESS GGT1 GGT2P GGT3P GGT5 GGT6 GGT7 GGTA1 GGTLC1 GGTLC2 GGTLC3 GOBP_LEUKOTRIENE_D4_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LEUKOTRIENE_D4_METABOLIC_PROCESS DPEP1 DPEP2 GGT1 GGT2P GGT3P GGT5 GGT6 GGT7 GGTA1 GGTLC1 GGTLC2 GGTLC3 GOBP_LEUKOTRIENE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LEUKOTRIENE_METABOLIC_PROCESS ABCC1 ABCC10 ALOX12 ALOX5 ALOX5AP CPA1 CYP4A11 CYP4F12 CYP4F2 CYP4F3 DPEP1 DPEP2 GGT1 GGT2P GGT3P GGT5 GGT6 GGT7 GGTA1 GGTLC1 GGTLC2 GGTLC3 LTA4H LTC4S MAPKAPK2 MGST2 MGST3 PLA2G1B PLA2G4A PLA2G5 PRG3 PTGR1 SYK TLR2 GOBP_LEUKOTRIENE_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LEUKOTRIENE_SIGNALING_PATHWAY CYSLTR1 CYSLTR2 LTB4R LTB4R2 RGS1 GOBP_LEUKOTRIENE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LEUKOTRIENE_TRANSPORT ABCC1 ABCC10 ABCC11 ABCC2 ABCC3 ABCC4 ABCC6 GOBP_LEYDIG_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LEYDIG_CELL_DIFFERENTIATION AMH AR DHH NKX2-1 NR0B1 NR5A1 PDGFRA PLEKHA1 SF1 SGPL1 TMF1 GOBP_LIGAND_GATED_ION_CHANNEL_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LIGAND_GATED_ION_CHANNEL_SIGNALING_PATHWAY APP CDK5R1 CHRM3 CLN3 CPEB4 F2 F2RL2 FFAR1 FFAR2 GNA11 GRIA1 GRIA2 GRIA3 GRIA4 GRID1 GRID2 GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B ITPR1 ORAI1 PLCB1 PLP1 PTK2B GOBP_LIGHT_ADAPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LIGHT_ADAPTION GNB5 RDH11 RGS9 RHO RS1 GOBP_LIMBIC_SYSTEM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LIMBIC_SYSTEM_DEVELOPMENT ALDH1A3 ALK ANXA3 ATAT1 ATG16L1 ATP1A2 ATP2B4 BAX BBS1 BBS2 BBS4 BCAN BTG2 CASP3 CDK5 CDK5R1 CDK5R2 CDK6 CNTNAP2 CRK CRKL CTNNB1 DAB1 DCLK2 DLX1 DLX2 DRD1 DRD2 EIF2B5 EMX2 EPHA5 EZH1 EZH2 FEZ1 FEZF2 FGF13 FGFR2 FOXB1 FXR1 FXR2 GLI3 GSK3B GSX1 HAP1 HDAC1 HSD3B1 HSD3B2 HTR5A ID4 IGF1R KCNA1 KDM6B KIF14 KIRREL3 LARGE1 LEF1 LHX5 LMX1A LRP8 MAS1 MDK MECP2 MFSD2A MKKS NCOA1 NDNF NEFL NEUROD1 NEUROD6 NF1 NF2 NHLH2 NKX2-1 NKX2-6 NR0B1 NR2E1 NRP1 NRP2 OGDH OTP PAFAH1B1 PHLPP2 PLXNA1 PLXNA3 POMGNT1 POMT2 POU3F2 PPP1R9B PRDM13 PROP1 PROX1 PTEN PTPRS RAB3GAP1 RAN RARA RAX RELN SCN2A SCT SEMA3E SEMA6B SLC32A1 SMO SOX3 SRD5A1 SRD5A2 SRF TBR1 TBX3 TMEM108 TSC1 TSKU TUBA1A UBA6 UBB UQCRQ WNT3A XRCC1 XRN2 YWHAE ZIC1 ZIC3 GOBP_LIMB_BUD_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LIMB_BUD_FORMATION COL2A1 FGF10 FGFR2 PLXNA2 SEMA3C SHH SOX9 WNT3 ZNF219 GOBP_LIMB_JOINT_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LIMB_JOINT_MORPHOGENESIS COL3A1 CTNNB1 EXT1 OSR1 OSR2 GOBP_LINOLEIC_ACID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LINOLEIC_ACID_METABOLIC_PROCESS ABCD1 ALOX12 ALOX12B ALOX15 ALOX15B ALOX5 ALOXE3 CYP2C18 CYP2J2 CYP4A11 CYP4A22 ELOVL1 ELOVL2 ELOVL3 ELOVL5 FADS1 FADS2 GSTA1 GSTM2 GSTP1 PNPLA8 GOBP_LIPID_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LIPID_BIOSYNTHETIC_PROCESS A3GALT2 A4GALT AACS ABCA2 ABCA3 ABCA8 ABCB11 ABCD1 ABCD2 ABCD3 ABCG1 ABCG4 ABHD1 ABHD2 ABHD3 ABHD4 ABHD5 ABHD6 ACAA2 ACACA ACACB ACADL ACADVL ACAT1 ACBD3 ACER1 ACER2 ACER3 ACLY ACOT4 ACOT7 ACOT8 ACOX2 ACP6 ACSBG1 ACSBG2 ACSF3 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 ACSM1 ACSM2A ACSM2B ACSM3 ACSM4 ACSM5 ACSM6 ACSS1 ACSS2 ACSS3 ADGRF5 ADM AGK AGMO AGPAT1 AGPAT2 AGPAT3 AGPAT4 AGPAT5 AGPS AJUBA AKR1B1 AKR1B15 AKR1C3 AKR1C4 AKR1D1 AKT1 ALDH1A2 ALDH1A3 ALDH3B1 ALDH3B2 ALDH8A1 ALOX12 ALOX12B ALOX15 ALOX15B ALOX5 ALOXE3 AMACR ANG ANXA1 APOA1 APOA2 APOA4 APOA5 APOB APOC1 APOC2 APOC3 APOE AQP8 ARMC5 ARV1 ASAH1 ASAH2 ASXL3 ATG14 ATM ATP1A1 AVIL AVP AVPR1A AWAT1 AWAT2 B3GALT1 B3GALT2 B3GALT4 B3GNT5 B4GALNT1 B4GALT3 B4GALT4 B4GALT5 B4GALT6 BAAT BCO1 BECN1 BGLAP BMP2 BMP5 BMP6 BMX BPNT1 BPNT2 BRCA1 C20orf173 C3 CACNA1H CAPN2 CBR1 CBR4 CCDC3 CCN1 CD74 CDIPT CDS1 CDS2 CEACAM1 CEPT1 CERKL CERS1 CERS2 CERS3 CERS4 CERS5 CERS6 CES1 CFTR CGA CH25H CHAT CHKA CHKB CHP1 CHPT1 CISH CLCN2 CLN3 CLN8 CNEP1R1 COQ2 CREB1 CREBL2 CRH CRLS1 CRPPA CSNK1G2 CTDNEP1 CWH43 CYB5R1 CYB5R2 CYB5R3 CYP11A1 CYP11B1 CYP11B2 CYP17A1 CYP19A1 CYP1A1 CYP1A2 CYP21A2 CYP27A1 CYP27B1 CYP2C8 CYP2C9 CYP2D6 CYP2E1 CYP2R1 CYP39A1 CYP3A4 CYP3A7 CYP46A1 CYP4F22 CYP51A1 CYP7A1 CYP7B1 CYP8B1 DAB2 DAGLB DCAF5 DDX20 DECR2 DEGS1 DEGS2 DGAT1 DGAT2 DGAT2L6 DGKA DGKB DGKD DGKE DGKG DGKH DGKQ DGKZ DHCR24 DHCR7 DHDDS DHH DHRS11 DHRS7B DHRS9 DKK3 DKKL1 DOLK DOLPP1 DPM1 DPM2 DPM3 EBP EDN1 EDN2 EFR3A EFR3B EGR1 EIF6 ELOVL1 ELOVL2 ELOVL3 ELOVL4 ELOVL5 ELOVL6 ELOVL7 ENPP7 ENSG00000205794 ERG28 ERLIN1 ERLIN2 ETNK1 ETNK2 FA2H FABP3 FABP5 FADS1 FADS2 FADS2B FADS3 FADS6 FAR1 FAR2 FASN FAXDC2 FBXW7 FDFT1 FDPS FDX1 FDXR FGF1 FGF19 FGF2 FGFR4 FIG4 FITM1 FITM2 FSHB FUT6 FUT9 G6PD GAL3ST1 GAL3ST2 GAL3ST3 GAL3ST4 GBA1 GBGT1 GCDH GFI1 GGPS1 GGT1 GGT2P GGT3P GGT5 GGT6 GGT7 GGTA1 GGTLC1 GGTLC2 GGTLC3 GIP GK GNPAT GPAA1 GPAM GPAT2 GPAT3 GPAT4 GPER1 GPLD1 GPRC6A GPX4 GSTM1 GSTM2 GSTM4 GSTP1 H6PD HACD1 HACD2 HACD3 HACD4 HDHD5 HEXB HINT2 HMGCL HMGCLL1 HMGCR HMGCS1 HMGCS2 HPGDS HSD17B1 HSD17B10 HSD17B11 HSD17B12 HSD17B13 HSD17B2 HSD17B3 HSD17B6 HSD17B7 HSD17B8 HSD3B1 HSD3B2 HSD3B7 HTD2 HTR2A HTR2B HTR2C HULC HYCC1 HYCC2 IDH1 IDI1 IDI2 IFNG IGF1R IGFBP7 IL1A IL1B IMPA1 IMPA2 INPP1 INPP4A INPP4B INPP5D INPP5E INPP5F INPP5J INPP5K INPPL1 INS INSIG1 INSIG2 IP6K1 IP6K2 IP6K3 ISYNA1 ITPKA ITPKB ITPKC KAT2B KAT5 KDSR KLHL25 LARGE1 LBR LCAT LCLAT1 LDLR LEP LHB LHCGR LIAS LIPA LIPC LIPG LIPH LIPI LPCAT1 LPCAT2 LPCAT3 LPCAT4 LPGAT1 LPIN1 LPIN2 LPIN3 LPL LSS LTC4S MALRD1 MBOAT1 MBOAT2 MBOAT7 MBTPS1 MBTPS2 MCAT MECR MED1 MFSD2A MGLL MID1IP1 MIF MIR1-1 MIR132 MIR182 MIR185 MIR204 MIR206 MIR29B1 MIR30C1 MIR33A MIR342 MIR548P MIR766 MIR9-1 MIR96 MIR98 MLST8 MLXIPL MLYCD MOGAT1 MOGAT2 MOGAT3 MPPE1 MSMO1 MTM1 MTMR1 MTMR14 MTMR2 MTMR3 MTMR4 MTMR6 MTMR7 MTOR MVD MVK NDUFAB1 NFKB1 NPC1L1 NR0B1 NR1D1 NR1H2 NR1H3 NR1H4 NR3C1 NR5A1 NSDHL NUS1 OCRL OGT OLAH ORMDL1 ORMDL2 ORMDL3 OSBP OSBPL1A OSBPL2 OSBPL3 OSBPL6 OSBPL7 OSBPL9 OXSM P2RX1 P2RX7 P3R3URF PAM PBX1 PCK1 PCK2 PCYT1A PCYT1B PCYT2 PDE8B PDGFA PDGFB PDK4 PDSS1 PDSS2 PECR PEDS1 PEMT PEX7 PGAP1 PGAP2 PGAP3 PGAP4 PGS1 PI4K2A PI4K2B PI4KA PI4KAP2 PI4KB PIBF1 PIGA PIGB PIGC PIGF PIGG PIGH PIGK PIGL PIGM PIGN PIGO PIGP PIGQ PIGS PIGT PIGU PIGV PIGW PIGY PIGZ PIK3C2A PIK3C2B PIK3C2G PIK3C3 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R4 PIKFYVE PIP4K2A PIP4K2B PIP4K2C PIP5K1A PIP5K1B PIP5K1C PIP5KL1 PIPSL PISD PITPNM1 PITPNM2 PITPNM3 PLA2G10 PLA2G15 PLA2G1B PLA2G2C PLA2G3 PLA2G4A PLA2G4C PLA2G4F PLA2G6 PLAAT3 PLCE1 PLCG2 PLD1 PLD2 PLIN5 PLP1 PLPP1 PLPP2 PLPP3 PLPP6 PLSCR1 PLSCR3 PMVK PNPLA1 PNPLA2 PNPLA3 PNPLA8 PPARA PPM1L PPT1 PPT2 PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 PRKCD PRKD1 PRKD2 PRKD3 PRKG1 PRLR PRMT3 PROX1 PRPF19 PRXL2B PTDSS1 PTDSS2 PTEN PTGDS PTGES PTGES2 PTGES3 PTGIS PTGS1 PTGS2 PTPMT1 QKI RAB38 RBP1 RDH10 RDH8 REST RGN RPE65 RPTOR SACM1L SAMD8 SC5D SCAP SCARB1 SCCPDH SCD SCD5 SCP2 SDR42E1 SDR42E2 SEC14L2 SELENOI SERAC1 SERINC1 SERINC4 SERINC5 SERPINA12 SF1 SGMS1 SGMS2 SGPL1 SGPP1 SGPP2 SH3YL1 SIK1 SIRT1 SIRT2 SIRT3 SIRT4 SLA2 SLC25A1 SLC27A1 SLC27A2 SLC27A5 SLC30A5 SLC44A1 SLC44A2 SLC44A3 SLC44A4 SLC44A5 SLC45A3 SMG1 SMPD1 SMPD2 SMPD4 SNAI1 SNAI2 SOCS1 SOCS2 SOCS3 SOCS4 SOCS5 SOCS6 SOCS7 SOD1 SORBS1 SPHK1 SPHK2 SPNS2 SPTLC1 SPTLC2 SPTLC3 SPTSSA SPTSSB SQLE SRD5A1 SRD5A2 SRD5A3 SREBF1 SREBF2 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST3GAL5 ST3GAL6 ST6GALNAC3 ST6GALNAC4 ST6GALNAC5 ST6GALNAC6 ST8SIA1 ST8SIA2 ST8SIA3 ST8SIA4 ST8SIA5 ST8SIA6 STAR STARD3 STARD4 SYNJ1 SYNJ2 TAFAZZIN TAMM41 TBXAS1 TECR TECRL THNSL2 THRSP TLCD3B TM7SF2 TM9SF2 TMEM150A TMEM38B TNF TPTE2 TREX1 TRIB3 TSPO TTC7A TTC7B UBR4 UGCG UGT8 UVRAG VAC14 VAPA WDTC1 WNT4 XBP1 ZBTB20 GOBP_LIPID_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LIPID_CATABOLIC_PROCESS AADAC ABCB11 ABCD1 ABCD2 ABCD3 ABCD4 ABHD1 ABHD12 ABHD12B ABHD15 ABHD16A ABHD16B ABHD2 ABHD3 ABHD4 ABHD5 ABHD6 ACAA1 ACAA2 ACACB ACAD10 ACAD11 ACADL ACADM ACADS ACADVL ACAT1 ACAT2 ACER1 ACER2 ACER3 ACOT7 ACOT8 ACOX1 ACOX2 ACOX3 ACOXL ADIPOQ ADORA1 ADRA2A ADTRP AIG1 AKR1B10 AKR1C3 AKR1D1 AKT1 AKT2 ALDH1L2 ALK AMACR ANGPTL3 AOAH APOA2 APOA4 APOA5 APOB APOC1 APOC2 APOC3 APOE ASAH1 ASAH2 ASAH2B ASPG AUH BCO1 BCO2 BDH2 BSCL2 CEL CES1 CIDEA CIDEC CLPS CLPSL1 CLPSL2 CNR1 CPS1 CPT1A CPT1B CPT1C CPT2 CRAT CROT CRTC3 CYP19A1 CYP1A2 CYP1B1 CYP24A1 CYP26A1 CYP26B1 CYP26C1 CYP27A1 CYP27B1 CYP2W1 CYP39A1 CYP3A4 CYP46A1 CYP4A11 CYP4F12 CYP4F2 CYP4F3 CYP7A1 DAGLA DAGLB DDHD2 DECR1 DECR2 DPEP1 DPEP2 ECH1 ECHDC1 ECHDC2 ECHS1 ECI1 ECI2 EHHADH ENPP2 ENPP6 ENPP7 ETFA ETFB ETFBKMT ETFDH FAAH FAAH2 FABP1 FGF21 FGF23 FITM2 FMC1 FUCA1 GALC GBA1 GBA2 GBA3 GCDH GDE1 GDPD1 GDPD3 GLA GLYATL2 GM2A GPCPD1 GPIHBP1 GPLD1 HACL1 HADH HADHA HADHB HAO1 HAO2 HCAR1 HCAR2 HEXA HEXB HINT2 HPGD HSD11B1 HSD17B10 HSD17B11 HSD17B14 HSD17B4 HSD17B6 IAH1 IDH1 IL1B ILVBL INPP5F INS IRS1 IRS2 IVD LCT LDAH LDLR LEP LIPA LIPC LIPE LIPF LIPG LIPH LIPI LIPJ LIPK LIPM LIPN LONP2 LPIN1 LPIN2 LPIN3 LPL LRCOL1 LYPLA2 MCAT MCEE MFSD2A MGLL MGST2 MLYCD MTLN NAAA NAGA NAGLU NAPEPLD NCEH1 NEU1 NEU2 NEU3 NEU4 NUDT19 NUDT7 NUDT8 OC90 OXCT1 OXCT2 PAFAH1B1 PAFAH1B2 PAFAH1B3 PAFAH2 PCCA PCCB PCK1 PCK2 PDE3B PEX13 PEX2 PEX5 PEX7 PHYH PIK3CG PLA1A PLA2G10 PLA2G12A PLA2G12B PLA2G15 PLA2G1B PLA2G2A PLA2G2C PLA2G2D PLA2G2E PLA2G2F PLA2G4A PLA2G4B PLA2G4C PLA2G4D PLA2G4E PLA2G4F PLA2G5 PLA2G6 PLA2G7 PLAAT1 PLAAT2 PLAAT3 PLAAT4 PLB1 PLBD1 PLBD2 PLCB1 PLCB2 PLCB3 PLCB4 PLCD1 PLCD3 PLCD4 PLCE1 PLCG1 PLCG2 PLCH1 PLCH2 PLCXD2 PLCXD3 PLCZ1 PLD1 PLD2 PLD6 PLIN1 PLIN5 PLPP6 PNLIP PNLIPRP2 PNLIPRP3 PNPLA1 PNPLA2 PNPLA3 PNPLA4 PNPLA5 PNPLA6 PNPLA7 PNPLA8 PPARA PPARD PPT1 PRDX6 PRKAA1 PRKCD PRKCE RAB7A RARRES2 SCARB1 SCARF1 SCP2 SCT SESN2 SGPL1 SIRT2 SIRT6 SLC25A17 SLC27A2 SLC27A4 SMPD1 SMPD2 SMPD3 SMPD4 SMPDL3A SMPDL3B SNX17 SORL1 SPHK1 SPP1 SRD5A1 SRD5A2 SRD5A3 STS SULT1E1 SULT2A1 TBL1XR1 THRA TNF TWIST1 TYSND1 VPS54 YWHAH ZPBP2 GOBP_LIPID_DIGESTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LIPID_DIGESTION ABCG5 ABCG8 AKR1C1 APOA1 APOA2 APOA4 AQP1 ARX ASAH2 CD36 CEL CYP8B1 ENPP7 LDLR LEP LIMA1 LPCAT3 NPC1 NPC1L1 PNLIP PNLIPRP2 SOAT2 GOBP_LIPID_DROPLET_DISASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LIPID_DROPLET_DISASSEMBLY KAT5 PLIN2 PLIN3 PNPLA2 PRKAA1 PRKAA2 GOBP_LIPID_DROPLET_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LIPID_DROPLET_FORMATION AUP1 BSCL2 CDS1 CDS2 FITM1 FITM2 LDAF1 MOSPD2 PISD PLA2G4C RNF213 SMIM22 SQLE ZFYVE1 GOBP_LIPID_DROPLET_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LIPID_DROPLET_ORGANIZATION AUP1 BSCL2 CDS1 CDS2 CIDEA CIDEB CIDEC DDHD2 FAF2 FITM1 FITM2 KAT5 LDAF1 MOSPD2 PISD PLA2G4C PLIN2 PLIN3 PLIN5 PNPLA2 PNPLA3 PPIA PPID PRKAA1 PRKAA2 PTGFRN RAB18 RAB3GAP1 RNF213 SMIM22 SPART SQLE TBC1D20 TSPO2 ZFYVE1 GOBP_LIPID_EXPORT_FROM_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LIPID_EXPORT_FROM_CELL ABCC4 AGT AGTR1 BMP6 C1QTNF1 CRH CRHR1 CRY1 CRY2 CYP19A1 DAB2 EDN1 FZD4 GAL GALR1 GDF9 GHRL IL1A IL1B INHBA KCNQ1 KDM5B LEP MAP2K6 MIF MYB NKX3-1 NMB NOS2 P2RX4 P2RX7 PLA2G10 PLA2G3 PLA2G4A POMC PTGES PTGS2 PTPN11 REN RETN SELENOM SPP1 TMF1 TNFRSF11A TNFSF11 TSPO WNK4 GOBP_LIPID_GLYCOSYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LIPID_GLYCOSYLATION A3GALT2 ABO B3GALT1 B4GALNT1 B4GALNT2 GBA1 GBA2 GBGT1 GLT6D1 SLC35C1 ST3GAL2 ST3GAL4 GOBP_LIPID_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LIPID_HOMEOSTASIS ABCA1 ABCA12 ABCA2 ABCA3 ABCA5 ABCB11 ABCB4 ABCD1 ABCG1 ABCG4 ABCG5 ABCG8 ABHD4 ABHD5 ACACA ACOX1 ACOX2 ACOX3 ACOXL ACSM1 ACSM2A ACSM3 ADCK1 ADORA1 AKR1C1 ANGPTL3 ANGPTL4 ANGPTL8 APOA1 APOA2 APOA4 APOA5 APOB APOC2 APOC3 APOC4 APOE APOM ATP13A2 C1QTNF3 CAV1 CAV3 CD24 CEBPA CERT1 CES1 CETP CLN8 CNBP COMMD9 CYP39A1 CYP7A1 CYP7B1 DDX3X DGAT1 DGAT2 DISP3 EHD1 ENPP7 EPHX2 FABP3 FABP4 FBXW7 FGFR4 FITM2 FUNDC2 G6PC1 GCKR GIP GOT1 GPAM GPIHBP1 GRAMD1B HDAC9 HNF4A IL18 INS INSIG1 IRS2 ITGB6 LAMTOR1 LCAT LDLR LDLRAP1 LIMA1 LIPA LIPC LIPG LPL LRP5 MALL MALRD1 MED13 MINAR2 MIR128-1 MIR132 MIR144 MIR148A MIR182 MIR185 MIR19B1 MIR208A MIR27B MIR302A MIR30C1 MIR33A MIR33B MIR34A MIR379 MIR590 MLXIPL MTCH2 MTLN MTTP MYLIP NPC1 NPC1L1 NPC2 NR1D1 NR1D2 NR1H2 NR1H3 NR1H4 NR5A2 NUS1 OR10J5 ORMDL1 ORMDL2 ORMDL3 PCSK9 PLA2G10 PLA2G12B PLSCR3 PNPLA1 PNPLA2 PNPLA3 PNPLA4 PNPLA5 PNPLA8 POLD1 PPARG PRKAA1 PRKAA2 RALY RBP1 RCN3 RORA RTN4 SAR1B SCARB1 SEC24A SESN2 SIRT1 SLC25A27 SLC25A46 SOAT1 SOAT2 SREBF2 SURF4 THADA TLCD1 TLCD2 TLCD3A TLCD3B TLCD4 TM6SF2 TMEM97 TREM2 TSKU TSPO TTC39B USF1 USF2 XBP1 ZBTB20 GOBP_LIPID_HYDROXYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LIPID_HYDROXYLATION CYP1A1 CYP2C8 CYP2E1 CYP3A4 CYP3A5 CYP3A7 CYP4A22 GOBP_LIPID_IMPORT_INTO_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LIPID_IMPORT_INTO_CELL ACSL1 ACSL3 ACSL5 AKT1 AKT2 CD36 EPRS1 FABP3 IRS2 LIPA PLPPR4 RPS6KB1 SLC27A1 SLC27A2 SLC27A4 SLC27A5 SLC2A1 SPX STRA6 THBS1 GOBP_LIPID_LOCALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LIPID_LOCALIZATION ABCA1 ABCA10 ABCA12 ABCA13 ABCA2 ABCA3 ABCA4 ABCA5 ABCA6 ABCA7 ABCA8 ABCA9 ABCB1 ABCB11 ABCB4 ABCC1 ABCC10 ABCC11 ABCC2 ABCC3 ABCC4 ABCD1 ABCD2 ABCD3 ABCD4 ABCG1 ABCG2 ABCG4 ABCG5 ABCG8 ABHD5 ACACB ACE ACSL1 ACSL3 ACSL5 ACVR1C ADIPOQ AGT AGTR1 AKR1C1 AKR1C4 AKT1 AKT2 ALKBH7 ANGPTL3 ANO3 ANO4 ANO6 ANO7 ANO9 ANXA1 ANXA2 APOA1 APOA2 APOA4 APOA5 APOB APOBR APOC1 APOC2 APOC3 APOC4 APOD APOE APOF APOH APOL1 APOL2 APOL3 APOL4 APOL5 APOL6 APOLD1 APOM APOO AQP9 ARL8B ARV1 ATG2A ATG2B ATG9A ATG9B ATP10A ATP10B ATP10D ATP11A ATP11B ATP11C ATP8A1 ATP8A2 ATP8B1 ATP8B2 ATP8B3 ATP8B4 ATP9A ATP9B AUP1 AVPR1B B4GALNT1 BDKRB2 BLTP1 BLTP3B BMP6 BSCL2 C1QTNF1 C2CD2L C3 CAV1 CD36 CDS1 CDS2 CEACAM1 CEL CERT1 CES1 CETP CFHR4 CFTR CHKA CIDEA CIDEB CIDEC CLN3 CLN8 CLPTM1L CLU CPT1A CPT1B CPT2 CPTP CRABP1 CRABP2 CRH CRHR1 CROT CRP CRY1 CRY2 CYP19A1 CYP4A11 CYP4F2 CYP7A1 CYP8B1 DAB2 DBI DENND5B DGAT1 DGAT2 DISP3 DRD2 DRD3 DRD4 EDN1 EEPD1 EGF EHD1 ENPP1 ENPP7 EPRS1 ERFE ESYT1 ESYT2 ESYT3 FABP1 FABP12 FABP2 FABP3 FABP4 FABP5 FABP5P3 FABP6 FABP7 FABP9 FASLG FBXW7 FFAR2 FGF19 FIS1 FITM1 FITM2 FTO FURIN FZD4 GAL GALR1 GBA1 GDF9 GHRL GLTP GLTPD2 GM2A GOT2 GPS2 GRAMD1A GRAMD1B GRAMD1C GULP1 HDLBP HEXA HEXB HILPDA IKBKE IL1A IL1B IL6 INHBA IRS2 ITGAV ITGB3 KCNJ8 KCNN4 KCNQ1 KDM5B LAMTOR1 LBP LCAT LDAF1 LDAH LDLR LDLRAP1 LEP LHCGR LIMA1 LIPA LIPC LIPG LPA LPCAT3 LPL LRAT LRP1 LRP10 LRP6 LYPLA1 MAP2K6 MFSD2A MFSD2B MIF MIR10B MIR128-1 MIR130B MIR144 MIR145 MIR146A MIR148A MIR17 MIR19B1 MIR206 MIR26A1 MIR27A MIR27B MIR301B MIR302A MIR30C1 MIR33A MIR33B MIR34A MIR613 MIR758 MIR9-1 MOSPD2 MSR1 MTTP MYB NAXE NFKB1 NFKBIA NKX3-1 NMB NME4 NMUR2 NOS2 NPC1 NPC1L1 NPC2 NR0B2 NR1H2 NR1H3 NRIP1 NTSR1 NUS1 OC90 OSBP OSBP2 OSBPL10 OSBPL11 OSBPL1A OSBPL2 OSBPL3 OSBPL5 OSBPL6 OSBPL7 OSBPL8 OSBPL9 P2RX4 P2RX7 PCSK9 PCTP PDZD8 PIP4K2A PISD PITPNA PITPNB PITPNC1 PITPNM1 PITPNM2 PITPNM3 PLA2G10 PLA2G12A PLA2G12B PLA2G1B PLA2G2A PLA2G2C PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G4A PLA2G4C PLA2G4F PLA2G5 PLA2R1 PLEKHA8 PLEKHA8P1 PLIN2 PLIN3 PLIN5 PLPPR4 PLSCR1 PLSCR2 PLSCR3 PLSCR4 PLSCR5 PLTP PMP2 PNLIP PNPLA2 PNPLA8 POMC PON1 PPARA PPARD PPARG PRAP1 PRELID1 PRELID2 PRELID3A PRELID3B PRKAA1 PRKCD PRKN PROCA1 PSAP PTCH1 PTGES PTGS2 PTPN11 PTPN2 RBP1 RBP2 RBP4 RBP5 RBP7 RELCH REN RETN RFT1 RNF213 RPS6KB1 RXRA SAR1B SCARB1 SCARB2 SCP2 SEC24A SELENOM SERAC1 SERPINA5 SFTPA1 SGPP1 SHH SIGMAR1 SIRT1 SLC10A1 SLC10A2 SLC10A3 SLC10A4 SLC10A5 SLC10A6 SLC10A7 SLC13A3 SLC22A1 SLC22A11 SLC22A2 SLC22A24 SLC22A6 SLC22A7 SLC22A8 SLC22A9 SLC25A10 SLC25A11 SLC25A17 SLC25A20 SLC25A21 SLC27A1 SLC27A2 SLC27A3 SLC27A4 SLC27A5 SLC27A6 SLC2A1 SLC43A3 SLC4A1 SLC51A SLC51B SLC5A8 SLC66A2 SLCO1A2 SLCO1B1 SLCO1B3 SLCO1B3-SLCO1B7 SLCO1C1 SLCO2A1 SLCO2B1 SLCO3A1 SLCO4A1 SMIM22 SOAT1 SOAT2 SPG11 SPNS1 SPNS2 SPNS3 SPP1 SPX SQLE SREBF1 SREBF2 SSTR4 STAR STARD10 STARD3 STARD3NL STARD4 STARD5 STARD6 STAT5B STOML1 STOML2 STRA6 STX12 SURF4 SYK SYT7 TEX2 THBS1 TMEM30A TMEM30B TMEM41B TMF1 TNF TNFAIP8L3 TNFRSF11A TNFSF11 TPCN2 TREM2 TRIAP1 TRPC5 TSKU TSPO TSPO2 TTC39B TTPA UCP3 UGCG VAPA VAPB VLDLR VMP1 VPS13A VPS13B VPS13C VPS13D VPS4A VPS4B VPS51 VPS52 VPS53 VPS54 VSTM2A WNK4 XKR4 XKR5 XKR6 XKR7 XKR8 XKR9 YJEFN3 ZC3H12A ZDHHC5 ZDHHC8 ZFYVE1 GOBP_LIPID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LIPID_METABOLIC_PROCESS A3GALT2 A4GALT AACS AADAC AASDH ABCA1 ABCA12 ABCA2 ABCA3 ABCA4 ABCA5 ABCA7 ABCA8 ABCB11 ABCB4 ABCD1 ABCD2 ABCD3 ABCD4 ABCG1 ABCG4 ABHD1 ABHD11 ABHD12 ABHD12B ABHD15 ABHD16A ABHD16B ABHD2 ABHD3 ABHD4 ABHD5 ABHD6 ABO ACAA1 ACAA2 ACACA ACACB ACAD10 ACAD11 ACAD8 ACAD9 ACADL ACADM ACADS ACADSB ACADVL ACAT1 ACAT2 ACBD3 ACBD4 ACBD5 ACBD7 ACER1 ACER2 ACER3 ACLY ACOT1 ACOT11 ACOT12 ACOT13 ACOT2 ACOT4 ACOT6 ACOT7 ACOT8 ACOX1 ACOX2 ACOX3 ACOXL ACP3 ACP6 ACSBG1 ACSBG2 ACSF2 ACSF3 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 ACSM1 ACSM2A ACSM2B ACSM3 ACSM4 ACSM5 ACSM6 ACSS1 ACSS2 ACSS3 ADGRF1 ADGRF5 ADH1A ADH1B ADH1C ADH4 ADH5 ADH6 ADH7 ADHFE1 ADIPOQ ADIPOR1 ADIPOR2 ADM ADORA1 ADRA2A ADTRP AFP AGAP2 AGK AGMO AGPAT1 AGPAT2 AGPAT3 AGPAT4 AGPAT5 AGPS AIG1 AJUBA AKR1A1 AKR1B1 AKR1B10 AKR1B15 AKR1C1 AKR1C2 AKR1C3 AKR1C4 AKR1D1 AKR7A2 AKT1 AKT2 ALDH1A1 ALDH1A2 ALDH1A3 ALDH1L2 ALDH3A1 ALDH3A2 ALDH3B1 ALDH3B2 ALDH8A1 ALG1 ALG10 ALG10B ALG11 ALG12 ALG13 ALG14 ALG2 ALG3 ALG6 ALG8 ALG9 ALK ALKBH7 ALOX12 ALOX12B ALOX15 ALOX15B ALOX5 ALOX5AP ALOXE3 AMACR AMBRA1 ANG ANGPTL3 ANGPTL4 ANGPTL8 ANKRD23 ANO9 ANXA1 AOAH AOX1 APOA1 APOA2 APOA4 APOA5 APOB APOBEC1 APOBR APOC1 APOC2 APOC3 APOC4 APOD APOE APOF APOH APOL1 APOL2 APOL4 APOL5 APP APPL2 AQP8 ARMC5 ARSA ARV1 ASAH1 ASAH2 ASAH2B ASMT ASPG ASXL3 ATF2 ATG14 ATG4A ATM ATP1A1 ATP5F1A ATP5F1B ATP6V1B1 ATP8B1 AUH AVIL AVP AVPR1A AWAT1 AWAT2 B3GALNT1 B3GALT1 B3GALT2 B3GALT4 B3GALT5 B3GNT5 B4GALNT1 B4GALNT2 B4GALT1 B4GALT3 B4GALT4 B4GALT5 B4GALT6 BAAT BAX BBS1 BBS4 BCAT1 BCAT2 BCKDHB BCL11B BCO1 BCO2 BDH1 BDH2 BECN1 BGLAP BMP2 BMP5 BMP6 BMX BPNT1 BPNT2 BRCA1 BSCL2 BTN2A1 C1QTNF2 C20orf173 C3 CACNA1H CAPN2 CAT CAV1 CAV3 CBR1 CBR4 CCDC3 CCL19 CCL21 CCN1 CCR7 CD19 CD36 CD74 CDIPT CDS1 CDS2 CEACAM1 CEBPA CEL CEPT1 CERK CERKL CERS1 CERS2 CERS3 CERS4 CERS5 CERS6 CERT1 CES1 CES2 CETP CFTR CGA CH25H CHAT CHKA CHKB CHP1 CHPT1 CHRM5 CHST10 CIDEA CIDEB CIDEC CISH CLCN2 CLN3 CLN6 CLN8 CLPS CLPSL1 CLPSL2 CLU CNEP1R1 CNR1 COMT COQ2 COX10 CPNE1 CPNE7 CPS1 CPT1A CPT1B CPT1C CPT2 CPTP CRABP2 CRAT CREB1 CREBL2 CREM CRH CRK CRKL CRLS1 CROT CRPPA CRTC3 CRYL1 CSNK1G2 CTDNEP1 CTH CUBN CWH43 CYB5R1 CYB5R2 CYB5R3 CYGB CYP11A1 CYP11B1 CYP11B2 CYP17A1 CYP19A1 CYP1A1 CYP1A2 CYP1B1 CYP21A2 CYP24A1 CYP26A1 CYP26B1 CYP26C1 CYP27A1 CYP27B1 CYP27C1 CYP2A13 CYP2A6 CYP2A7 CYP2B6 CYP2C18 CYP2C19 CYP2C8 CYP2C9 CYP2D6 CYP2D7 CYP2E1 CYP2F1 CYP2J2 CYP2R1 CYP2S1 CYP2U1 CYP2W1 CYP39A1 CYP3A4 CYP3A43 CYP3A5 CYP3A7 CYP46A1 CYP4A11 CYP4A22 CYP4B1 CYP4F11 CYP4F12 CYP4F2 CYP4F22 CYP4F3 CYP4F8 CYP4V2 CYP4X1 CYP4Z1 CYP51A1 CYP7A1 CYP7B1 CYP8B1 DAB2 DAGLA DAGLB DBI DCAF5 DDHD1 DDHD2 DDX20 DECR1 DECR2 DEGS1 DEGS2 DGAT1 DGAT2 DGAT2L6 DGKA DGKB DGKD DGKE DGKG DGKH DGKI DGKK DGKQ DGKZ DHCR24 DHCR7 DHDDS DHH DHRS11 DHRS2 DHRS3 DHRS4 DHRS4L1 DHRS4L2 DHRS7 DHRS7B DHRS9 DISP3 DKK3 DKKL1 DNAJC15 DNAJC19 DOLK DOLPP1 DPAGT1 DPEP1 DPEP2 DPM1 DPM2 DPM3 EBP EBPL ECH1 ECHDC1 ECHDC2 ECHDC3 ECHS1 ECI1 ECI2 EDF1 EDN1 EDN2 EDNRB EEF1A2 EFR3A EFR3B EGR1 EHHADH EIF6 ELOVL1 ELOVL2 ELOVL3 ELOVL4 ELOVL5 ELOVL6 ELOVL7 ENPP2 ENPP6 ENPP7 ENSG00000205794 EPHA8 EPHX1 EPHX2 EPHX3 ERFE ERG28 ERLIN1 ERLIN2 ESR1 ETFA ETFB ETFBKMT ETFDH ETNK1 ETNK2 F2 FA2H FAAH FAAH2 FABP1 FABP2 FABP3 FABP5 FABP6 FADS1 FADS2 FADS2B FADS3 FADS6 FAH FAM135A FAM135B FAR1 FAR2 FASN FAXDC2 FBXW7 FDFT1 FDPS FDX1 FDXR FECH FGF1 FGF19 FGF2 FGF21 FGF23 FGFR3 FGFR4 FGR FIG4 FITM1 FITM2 FLT1 FLT3 FMC1 FMO1 FMO2 FMO4 FMO5 FNTB FSHB FUCA1 FUT1 FUT2 FUT3 FUT5 FUT6 FUT7 FUT9 G6PC1 G6PD GAL GAL3ST1 GAL3ST2 GAL3ST3 GAL3ST4 GALC GALR2 GATA6 GBA1 GBA2 GBA3 GBGT1 GC GCDH GDE1 GDPD1 GDPD2 GDPD3 GDPD4 GDPD5 GFI1 GGPS1 GGT1 GGT2P GGT3P GGT5 GGT6 GGT7 GGTA1 GGTLC1 GGTLC2 GGTLC3 GHSR GIP GK GK2 GK5 GLA GLB1 GLT6D1 GLTP GLYATL2 GLYATL3 GM2A GNB3 GNPAT GOLM1 GPAA1 GPAM GPAT2 GPAT3 GPAT4 GPCPD1 GPD1 GPER1 GPIHBP1 GPLD1 GPR31 GPRC6A GPS2 GPX1 GPX4 GPX5 GSTA1 GSTA3 GSTM1 GSTM2 GSTM4 GSTP1 H6PD HACD1 HACD2 HACD3 HACD4 HACL1 HADH HADHA HADHB HAO1 HAO2 HCAR1 HCAR2 HDHD5 HDLBP HEXA HEXB HINT2 HMGCL HMGCLL1 HMGCR HMGCS1 HMGCS2 HNF4A HPGD HPGDS HSD11B1 HSD11B2 HSD17B1 HSD17B10 HSD17B11 HSD17B12 HSD17B13 HSD17B14 HSD17B2 HSD17B3 HSD17B4 HSD17B6 HSD17B7 HSD17B8 HSD3B1 HSD3B2 HSD3B7 HSPG2 HTD2 HTR2A HTR2B HTR2C HTRA2 HULC HYCC1 HYCC2 IAH1 ID2 IDH1 IDI1 IDI2 IFNG IGF1R IGFBP7 IL1A IL1B IL1RN IL4 ILVBL IMPA1 IMPA2 INPP1 INPP4A INPP4B INPP5A INPP5B INPP5D INPP5E INPP5F INPP5J INPP5K INPPL1 INS INSIG1 INSIG2 IP6K1 IP6K2 IP6K3 IPMK IRS1 IRS2 ISYNA1 ITGB8 ITPKA ITPKB ITPKC IVD JAZF1 KAT2B KAT5 KBTBD2 KDSR KIT KLHL25 LACTB LARGE1 LBR LCAT LCLAT1 LCT LDAH LDLR LDLRAP1 LEP LEPR LGALS13 LGMN LHB LHCGR LIAS LIMA1 LIPA LIPC LIPE LIPF LIPG LIPH LIPI LIPJ LIPK LIPM LIPN LIPT1 LMF1 LONP2 LPA LPCAT1 LPCAT2 LPCAT3 LPCAT4 LPGAT1 LPIN1 LPIN2 LPIN3 LPL LRAT LRCOL1 LRP1 LRP10 LRP2 LRP5 LRP8 LSS LTA4H LTC4S LYPLA1 LYPLA2 MACROH2A1 MALRD1 MAPK14 MAPT MBLAC2 MBOAT1 MBOAT2 MBOAT4 MBOAT7 MBTPS1 MBTPS2 MCAT MCEE MECP2 MECR MED1 MFSD2A MGLL MGST2 MGST3 MID1IP1 MIF MIR1-1 MIR132 MIR182 MIR185 MIR192 MIR204 MIR206 MIR29B1 MIR30C1 MIR33A MIR342 MIR548P MIR766 MIR9-1 MIR96 MIR98 MLST8 MLXIPL MLYCD MMUT MOGAT1 MOGAT2 MOGAT3 MORC2 MPDU1 MPPE1 MSMO1 MTLN MTM1 MTMR1 MTMR14 MTMR2 MTMR3 MTMR4 MTMR6 MTMR7 MTMR8 MTMR9 MTOR MTTP MVD MVK NAA40 NAAA NAGA NAGLU NAPEPLD NCEH1 NCOA2 NCOR1 NDUFAB1 NEU1 NEU2 NEU3 NEU4 NFE2L1 NFKB1 NKX2-1 NKX2-3 NOD2 NPC1 NPC1L1 NPC2 NPHP3 NR0B1 NR0B2 NR1D1 NR1D2 NR1H2 NR1H3 NR1H4 NR1I2 NR3C1 NR4A3 NR5A1 NR5A2 NSDHL NSMAF NUDT19 NUDT7 NUDT8 NUS1 OC90 OCRL OGT OLAH OMA1 OPA3 ORMDL1 ORMDL2 ORMDL3 OSBP OSBPL10 OSBPL1A OSBPL2 OSBPL3 OSBPL5 OSBPL6 OSBPL7 OSBPL8 OSBPL9 OXCT1 OXCT2 OXSM P2RX1 P2RX7 P2RY12 P3R3URF PAFAH1B1 PAFAH1B2 PAFAH1B3 PAFAH2 PAM PANK2 PBX1 PC PCCA PCCB PCK1 PCK2 PCSK9 PCYT1A PCYT1B PCYT2 PDE3A PDE3B PDE8B PDGFA PDGFB PDGFRA PDGFRB PDK1 PDK2 PDK3 PDK4 PDSS1 PDSS2 PECR PEDS1 PEMT PER2 PEX13 PEX2 PEX5 PEX7 PGAP1 PGAP2 PGAP3 PGAP4 PGAP6 PGP PGS1 PHB2 PHYH PI4K2A PI4K2B PI4KA PI4KAP2 PI4KB PIAS4 PIBF1 PIGA PIGB PIGC PIGF PIGG PIGH PIGK PIGL PIGM PIGN PIGO PIGP PIGQ PIGS PIGT PIGU PIGV PIGW PIGY PIGZ PIK3C2A PIK3C2B PIK3C2G PIK3C3 PIK3CA PIK3CB PIK3CD PIK3CG PIK3IP1 PIK3R1 PIK3R2 PIK3R3 PIK3R4 PIKFYVE PIP4K2A PIP4K2B PIP4K2C PIP4P1 PIP4P2 PIP5K1A PIP5K1B PIP5K1C PIP5KL1 PIPSL PISD PITPNA PITPNB PITPNM1 PITPNM2 PITPNM3 PLA1A PLA2G10 PLA2G12A PLA2G12B PLA2G15 PLA2G1B PLA2G2A PLA2G2C PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G4A PLA2G4B PLA2G4C PLA2G4D PLA2G4E PLA2G4F PLA2G5 PLA2G6 PLA2G7 PLAA PLAAT1 PLAAT2 PLAAT3 PLAAT4 PLAAT5 PLAGL2 PLB1 PLBD1 PLBD2 PLCB1 PLCB2 PLCB3 PLCB4 PLCD1 PLCD3 PLCD4 PLCE1 PLCG1 PLCG2 PLCH1 PLCH2 PLCL1 PLCL2 PLCXD1 PLCXD2 PLCXD3 PLCZ1 PLD1 PLD2 PLD6 PLEK PLEKHA1 PLIN1 PLIN5 PLP1 PLPP1 PLPP2 PLPP3 PLPP4 PLPP5 PLPP6 PLPPR1 PLPPR2 PLPPR3 PLPPR4 PLPPR5 PLSCR1 PLSCR3 PLTP PM20D1 PMVK PNLIP PNLIPRP1 PNLIPRP2 PNLIPRP3 PNPLA1 PNPLA2 PNPLA3 PNPLA4 PNPLA5 PNPLA6 PNPLA7 PNPLA8 PON1 PORCN PPARA PPARD PPARG PPARGC1A PPM1L PPP2CA PPP2R1A PPP2R5A PPT1 PPT2 PRDX6 PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 PRKAR2B PRKCD PRKCE PRKD1 PRKD2 PRKD3 PRKG1 PRLH PRLR PRMT3 PROCA1 PROX1 PRPF19 PRXL2B PSAP PSAPL1 PTDSS1 PTDSS2 PTEN PTGDS PTGES PTGES2 PTGES3 PTGIS PTGR1 PTGR2 PTGR3 PTGS1 PTGS2 PTPMT1 PTPN11 PTPN22 PTPRN2 PXMP4 QKI RAB38 RAB7A RARRES2 RBP1 RBP2 RBP3 RBP4 RDH10 RDH11 RDH12 RDH13 RDH14 RDH16 RDH5 RDH8 REST RETSAT RFT1 RGN RIDA RLBP1 RNF213 RORA RORC RPE65 RPTOR RUBCN RUBCNL SACM1L SAMD1 SAMD8 SC5D SCAP SCARB1 SCARF1 SCCPDH SCD SCD5 SCNN1B SCP2 SCPEP1 SCT SDR16C5 SDR42E1 SDR42E2 SDR9C7 SDS SDSL SEC14L2 SEL1L SELENOI SERAC1 SERINC1 SERINC4 SERINC5 SERPINA12 SERPINA3 SERPINA6 SESN2 SF1 SFTPB SGMS1 SGMS2 SGPL1 SGPP1 SGPP2 SH3YL1 SHH SIK1 SIRT1 SIRT2 SIRT3 SIRT4 SIRT6 SLA2 SLC16A1 SLC16A11 SLC22A13 SLC22A24 SLC22A4 SLC25A1 SLC25A17 SLC27A1 SLC27A2 SLC27A3 SLC27A4 SLC27A5 SLC27A6 SLC30A5 SLC35C1 SLC44A1 SLC44A2 SLC44A3 SLC44A4 SLC44A5 SLC45A3 SMG1 SMPD1 SMPD2 SMPD3 SMPD4 SMPDL3A SMPDL3B SNAI1 SNAI2 SNCA SNX17 SOAT1 SOAT2 SOCS1 SOCS2 SOCS3 SOCS4 SOCS5 SOCS6 SOCS7 SOD1 SORBS1 SORL1 SOX9 SPHK1 SPHK2 SPNS2 SPP1 SPTLC1 SPTLC2 SPTLC3 SPTSSA SPTSSB SQLE SRD5A1 SRD5A2 SRD5A3 SREBF1 SREBF2 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST3GAL5 ST3GAL6 ST6GALNAC3 ST6GALNAC4 ST6GALNAC5 ST6GALNAC6 ST8SIA1 ST8SIA2 ST8SIA3 ST8SIA4 ST8SIA5 ST8SIA6 STAR STARD3 STARD4 STAT5B STS STUB1 SULT1A1 SULT1A2 SULT1A3 SULT1A4 SULT1C3 SULT1E1 SULT2A1 SULT2B1 SULT4A1 SUMF1 SYNJ1 SYNJ2 TAFAZZIN TAMM41 TBL1XR1 TBXAS1 TECR TECRL TEK TEX2 TGFB1 TH THEM4 THEM5 THNSL2 THRA THRSP TIPARP TLCD3B TM6SF2 TM7SF2 TM9SF2 TMEM150A TMEM38B TMEM43 TMEM68 TMEM86A TMEM86B TNF TNFAIP8L3 TNFRSF1A TNXB TPP1 TPRA1 TPTE2 TREM2 TREX1 TRIB3 TRPV1 TSKU TSPO TTC39B TTC7A TTC7B TTPA TWIST1 TYRP1 TYSND1 UBR4 UCP3 UGCG UGT1A1 UGT1A10 UGT1A3 UGT1A4 UGT1A7 UGT1A8 UGT1A9 UGT2A1 UGT2A2 UGT2A3 UGT2B10 UGT2B11 UGT2B15 UGT2B17 UGT2B28 UGT2B4 UGT2B7 UGT8 UMOD UVRAG VAC14 VAPA VLDLR VPS54 VSIG2 WASHC1 WDTC1 WNT10B WNT4 XBP1 YWHAH ZBTB20 ZFP69 ZMPSTE24 ZNF202 ZNF670 ZPBP2 GOBP_LIPID_MODIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LIPID_MODIFICATION A3GALT2 ABCB11 ABCD1 ABCD2 ABCD3 ABCD4 ABO ACAA1 ACAA2 ACACB ACAD10 ACAD11 ACADL ACADM ACADS ACADVL ACAT1 ACAT2 ACOT8 ACOX1 ACOX2 ACOX3 ACOXL ACSM1 ADH4 ADH5 ADH7 ADIPOQ ADIPOR1 ADIPOR2 AGK AKT1 AKT2 ALDH1L2 ALOX12 ALOX12B ALOX15 ALOX15B ALOX5 ALOXE3 AMACR APOD APPL2 AUH B3GALT1 B4GALNT1 B4GALNT2 BDH2 CHRM5 CNR1 CPT1A CPT1B CPT1C CPT2 CRAT CROT CYGB CYP1A1 CYP2C8 CYP2E1 CYP3A4 CYP3A5 CYP3A7 CYP4A22 CYP4F2 CYP4V2 DECR1 DECR2 DGKA DGKB DGKD DGKE DGKG DGKH DGKI DGKK DGKQ DGKZ ECH1 ECHDC1 ECHDC2 ECHS1 ECI1 ECI2 EHHADH EPHX2 ETFA ETFB ETFBKMT ETFDH FA2H FABP1 FABP3 FIG4 FMO1 FMO2 FMO4 GBA1 GBA2 GBGT1 GCDH GLT6D1 HACL1 HADH HADHA HADHB HAO1 HAO2 HSD17B10 HSD17B4 ILVBL INPP4B INPP5A INPP5B INPP5D INPP5E INPP5F INPP5J INPP5K INPPL1 IRS1 IRS2 IVD KLHL25 LEP LONP2 LPCAT3 MAPK14 MBOAT1 MBOAT2 MBOAT4 MBOAT7 MCAT MFSD2A MLYCD MTLN MTM1 MTMR1 MTMR2 MTMR3 MTMR4 MTMR6 MTMR7 MTMR8 MTMR9 NR4A3 OCRL PDK4 PEX13 PEX2 PEX5 PEX7 PHYH PIP4P1 PIP4P2 PLA2G7 PLIN5 PLPP1 PLPP2 PLPP3 PLPP4 PLPP5 PLPP6 PLPPR1 PLPPR2 PLPPR3 PLPPR4 PLPPR5 PORCN PPARA PPARD PPARGC1A PRKAA1 PRKAG2 PTEN RNF213 SACM1L SAMD1 SCP2 SESN2 SGPP1 SGPP2 SIRT4 SLC25A17 SLC27A2 SLC35C1 SOX9 ST3GAL2 ST3GAL4 SYNJ1 SYNJ2 TWIST1 TYSND1 GOBP_LIPID_OXIDATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LIPID_OXIDATION ABCB11 ABCD1 ABCD2 ABCD3 ABCD4 ACAA1 ACAA2 ACACB ACAD10 ACAD11 ACADL ACADM ACADS ACADVL ACAT1 ACAT2 ACOT8 ACOX1 ACOX2 ACOX3 ACOXL ACSM1 ADH4 ADH5 ADH7 ADIPOQ ADIPOR1 ADIPOR2 AKT1 AKT2 ALDH1L2 ALOX12 ALOX12B ALOX15 ALOX15B ALOX5 ALOXE3 AMACR APOD APPL2 AUH BDH2 CNR1 CPT1A CPT1B CPT1C CPT2 CRAT CROT CYGB CYP4F2 CYP4V2 DECR1 DECR2 ECH1 ECHDC1 ECHDC2 ECHS1 ECI1 ECI2 EHHADH ETFA ETFB ETFBKMT ETFDH FABP1 FABP3 FMO1 FMO2 FMO4 GCDH HACL1 HADH HADHA HADHB HAO1 HAO2 HSD17B10 HSD17B4 ILVBL IRS1 IRS2 IVD KLHL25 LEP LONP2 MAPK14 MCAT MFSD2A MLYCD MTLN NR4A3 PDK4 PEX13 PEX2 PEX5 PEX7 PHYH PLA2G7 PLIN5 PPARA PPARD PPARGC1A PRKAA1 PRKAG2 SAMD1 SCP2 SESN2 SIRT4 SLC25A17 SLC27A2 SOX9 TWIST1 TYSND1 GOBP_LIPID_PHOSPHORYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LIPID_PHOSPHORYLATION AGK DGKA DGKB DGKD DGKE DGKG DGKH DGKI DGKK DGKQ DGKZ GOBP_LIPID_STORAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LIPID_STORAGE ABCA1 ABCG1 ABHD5 ACACB ACVR1C ALKBH7 ANGPTL3 APOA1 APOB APOC4 APOE AUP1 B4GALNT1 BSCL2 C3 CAV1 CD36 CDS1 CDS2 CES1 CIDEA CIDEB CIDEC CPT1A CRP CRY1 CRY2 DGAT1 DGAT2 EHD1 ENPP1 FBXW7 FFAR2 FITM1 FITM2 FTO GBA1 GM2A HEXA HEXB HILPDA IKBKE IL1B IL6 ITGAV ITGB3 LDAF1 LDAH LEP LIPA LPL MIR10B MIR144 MIR146A MIR34A MOSPD2 MSR1 NFKB1 NFKBIA NPC1 NPC2 NR1H2 NR1H3 NRIP1 OSBPL11 OSBPL8 PISD PLA2G10 PLA2G4C PLIN2 PLIN3 PLIN5 PNPLA2 PPARA PPARD PPARG PTPN2 RNF213 SCARB1 SIRT1 SMIM22 SOAT1 SOAT2 SQLE SREBF1 SREBF2 STARD4 STAT5B TNF TREM2 TTC39B VSTM2A ZC3H12A ZFYVE1 GOBP_LIPID_TRANSPORT_ACROSS_BLOOD_BRAIN_BARRIER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LIPID_TRANSPORT_ACROSS_BLOOD_BRAIN_BARRIER APOE CD36 FABP5 MFSD2A SLC27A1 SLC27A4 GOBP_LIPOPHAGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LIPOPHAGY ADRB2 AUP1 HTT RAB7A SESN2 SPTLC1 SPTLC2 GOBP_LIPOPOLYSACCHARIDE_MEDIATED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LIPOPOLYSACCHARIDE_MEDIATED_SIGNALING_PATHWAY ACOD1 AKT1 BCL10 BMP6 BPI CACTIN CARD16 CARD8 CD14 CD180 CD36 CD55 CD6 CX3CL1 DEFB114 DEFB118 HCK IRAK1 IRAK2 IRF3 LACRT LBP LILRA2 LTF LY86 LY96 LYN MALT1 MAPK1 MAPK14 MAPK3 MIF MTDH MYD88 NFKBIA NFKBIL1 NOS3 PLCG2 PRDX2 PRKCA PRKCE PTAFR PTPN22 RIPK2 SASH1 SCARB1 SCIMP SIGIRR SPI1 TICAM1 TICAM2 TIFAB TLR2 TLR4 TNFAIP3 TRAF6 TRIB1 TRIM5 GOBP_LIPOPROTEIN_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LIPOPROTEIN_BIOSYNTHETIC_PROCESS ABCA1 ALOX12B APOA1 APOB APOBEC1 APOE ATG10 ATG101 ATG12 ATG13 ATG16L1 ATG5 ATG7 CLIP3 CWH43 DBI DPM1 DPM2 DPM3 GBA1 GLUL GOLGA7 GOLGA7B GPAA1 HHAT HHATL IRGM LCAT MBOAT4 MPPE1 NMT1 NMT2 PGAP1 PGAP2 PGAP3 PGAP4 PIGA PIGB PIGC PIGF PIGG PIGH PIGK PIGL PIGM PIGN PIGO PIGP PIGQ PIGS PIGT PIGU PIGV PIGW PIGY PIGZ PIK3C3 PORCN PPM1A PPM1B RAB3GAP1 RAB3GAP2 RABL3 RB1CC1 SELENOK SLC30A5 SVIP UGCG ULK1 WDR45 WDR45B WIPI1 WIPI2 ZDHHC1 ZDHHC11 ZDHHC11B ZDHHC12 ZDHHC13 ZDHHC14 ZDHHC15 ZDHHC16 ZDHHC17 ZDHHC18 ZDHHC19 ZDHHC2 ZDHHC20 ZDHHC21 ZDHHC22 ZDHHC23 ZDHHC24 ZDHHC3 ZDHHC4 ZDHHC5 ZDHHC6 ZDHHC7 ZDHHC8 ZDHHC9 GOBP_LIPOPROTEIN_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LIPOPROTEIN_CATABOLIC_PROCESS ABHD10 ABHD17A ABHD17B ABHD17C APOB APOE ATM CTSD LDLR LIPA LYPLA1 LYPLA2 LYPLAL1 NOTUM PPT1 GOBP_LIPOPROTEIN_LOCALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LIPOPROTEIN_LOCALIZATION APOB APOBEC1 CD36 CUBN LRP1 MIA3 MIR128-1 MIR130B MIR148A MIR301B MSR1 MTTP PPARG PRKCB SAR1B SURF4 UNC119 UNC119B VMP1 ZDHHC17 ZDHHC3 GOBP_LIPOPROTEIN_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LIPOPROTEIN_METABOLIC_PROCESS ABCA1 ABHD10 ABHD17A ABHD17B ABHD17C ALOX12B ANGPTL8 APOA1 APOA2 APOA4 APOA5 APOB APOBEC1 APOC1 APOC3 APOD APOE APOL1 APOL2 APOL3 APOL4 APOL5 APOL6 APOLD1 APOM ATG10 ATG101 ATG12 ATG13 ATG16L1 ATG5 ATG7 ATM CLIP3 CTSD CWH43 DBI DPM1 DPM2 DPM3 GBA1 GLUL GOLGA7 GOLGA7B GPAA1 HHAT HHATL IRGM ITGAV ITGB3 LCAT LDLR LEP LIPA LIPG LYPLA1 LYPLA2 LYPLAL1 MBOAT4 MPPE1 MTTP NMT1 NMT2 NOTUM NPC1L1 OLR1 PCSK9 PGAP1 PGAP2 PGAP3 PGAP4 PIGA PIGB PIGC PIGF PIGG PIGH PIGK PIGL PIGM PIGN PIGO PIGP PIGQ PIGS PIGT PIGU PIGV PIGW PIGY PIGZ PIK3C3 PORCN PPARA PPM1A PPM1B PPT1 RAB3GAP1 RAB3GAP2 RABL3 RB1CC1 SAMD1 SELENOK SLC30A5 SVIP UGCG ULK1 WDR45 WDR45B WIPI1 WIPI2 ZDHHC1 ZDHHC11 ZDHHC11B ZDHHC12 ZDHHC13 ZDHHC14 ZDHHC15 ZDHHC16 ZDHHC17 ZDHHC18 ZDHHC19 ZDHHC2 ZDHHC20 ZDHHC21 ZDHHC22 ZDHHC23 ZDHHC24 ZDHHC3 ZDHHC4 ZDHHC5 ZDHHC6 ZDHHC7 ZDHHC8 ZDHHC9 GOBP_LIPOSACCHARIDE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LIPOSACCHARIDE_METABOLIC_PROCESS A3GALT2 A4GALT ABCA2 AOAH B3GALNT1 B3GALT1 B3GALT2 B3GALT4 B3GNT5 B4GALNT1 B4GALT3 B4GALT4 B4GALT5 B4GALT6 BAX C20orf173 CERK CLN6 CPTP CREM CWH43 DPM1 DPM2 DPM3 ENPP7 FA2H FUCA1 FUT2 FUT6 FUT9 GAL3ST1 GAL3ST2 GAL3ST3 GAL3ST4 GALC GBA1 GBA2 GBA3 GBGT1 GLA GLB1 GLTP GM2A GPAA1 GPLD1 HEXA HEXB ITGB8 KIT LARGE1 LCT MPPE1 NAGA NAGLU NEU1 NEU2 NEU3 NEU4 PGAP1 PGAP2 PGAP3 PGAP4 PIGA PIGB PIGC PIGF PIGG PIGH PIGK PIGL PIGM PIGN PIGO PIGP PIGQ PIGS PIGT PIGU PIGV PIGW PIGY PIGZ PNLIPRP2 PRKAA1 PRKCD SCCPDH SLC30A5 SMPD1 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST3GAL5 ST3GAL6 ST6GALNAC3 ST6GALNAC4 ST6GALNAC5 ST6GALNAC6 ST8SIA1 ST8SIA2 ST8SIA3 ST8SIA4 ST8SIA5 ST8SIA6 SUMF1 TM9SF2 UGCG UGT8 GOBP_LIPOXIN_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LIPOXIN_METABOLIC_PROCESS ALOX12 ALOX15 ALOX15B ALOX5 PTGR1 GOBP_LIPOXYGENASE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LIPOXYGENASE_PATHWAY ALOX12 ALOX12B ALOX15 ALOX15B ALOX5 ALOX5AP ALOXE3 GPX1 GPX4 HPGD PLA2G3 GOBP_LIVER_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LIVER_MORPHOGENESIS CEACAM1 CEBPB CFLAR CPB2 CUL3 FBXW7 FGF1 FGL1 GLI1 HPN IL6 LIMS2 LIPA MDK MED1 NOTCH2 PROX1 PTN RPS6KA1 SULF2 TGFA TNF TNFAIP3 WNT3A XBP1 GOBP_LIVER_REGENERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LIVER_REGENERATION AURKA CCND1 CEBPB CLDN1 CPB2 CPT1A CSNK2A2 EZH2 GFER GLI1 GUCD1 HFE IHH IL10 IL6 PCNA PNPT1 PRMT5 PTCH1 PTPN3 RGN SERPINA10 SLC7A5 SRSF1 SULF2 TNF TYMS UCP2 VTN GOBP_LNCRNA_MEDIATED_POST_TRANSCRIPTIONAL_GENE_SILENCING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LNCRNA_MEDIATED_POST_TRANSCRIPTIONAL_GENE_SILENCING DNM3OS GAS5 KCNQ1OT1 MIAT NEAT1 OIP5-AS1 SMAD5-AS1 STAU1 TUSC8 XIST GOBP_LOBAR_BRONCHUS_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LOBAR_BRONCHUS_DEVELOPMENT ADAMTSL2 AGR2 HOXA5 IL13 SPDEF WNT7B GOBP_LOBAR_BRONCHUS_EPITHELIUM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LOBAR_BRONCHUS_EPITHELIUM_DEVELOPMENT ADAMTSL2 AGR2 HOXA5 IL13 SPDEF GOBP_LOCALIZATION_WITHIN_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LOCALIZATION_WITHIN_MEMBRANE ABCA12 ABHD17A ABI3 ACAP2 ACSL3 ACTB ACTN2 ADAM10 ADIPOQ ADORA1 AFDN AGER AGK AGR2 AGRN AKAP5 AKT1 AKT2 AMN ANK1 ANK2 ANK3 ANKRD27 ANKRD50 ANO1 AP2M1 AP3B1 AP3D1 AP4M1 APOE APPL1 AQP11 AR ARF6 ARFGEF2 ARFRP1 ARHGAP1 ARHGAP44 ARHGAP8 ARHGEF16 ARL13A ARL13B ARL3 ARL4C ARL5A ARL5B ARL5C ARL6 ARL6IP1 ARL6IP5 ASB3 ATAD1 ATG3 ATP13A1 ATP1B1 ATP1B3 ATP2B4 ATP2C1 ATP2C2 ATP6AP1 ATP9A BAG4 BAG6 BAX BBC3 BBIP1 BBS1 BBS2 BCL2L1 BCS1L BHLHE40-AS1 BID BLTP1 BLZF1 BRAF BSG BVES C1QL2 C1QL3 C2CD5 C2CD6 CACNB2 CACNB3 CACNG2 CACNG3 CACNG4 CACNG5 CACNG7 CACNG8 CAMLG CAPN3 CAV1 CAV3 CCDC22 CCDC47 CCDC88A CCDC93 CD2 CD24 CD81 CDH1 CDH13 CDH2 CDK5 CDK5R1 CEMIP CHM CHMP4A CHMP4B CHP1 CHRDL1 CIB1 CLASP2 CLIP3 CLN3 CLSTN1 CLTC CMTM6 CNPY4 CNST COLQ COMMD1 COX18 CPE CPLX1 CRB3 CRIPT CRK CRKL CSK CSRP3 CYP46A1 DAB2 DAG1 DCHS1 DEF6 DENND1A DENND1B DENND1C DENND4C DLG1 DLG2 DLG3 DLG4 DMTN DNAJA3 DOCK2 DPP10 DPP6 DVL1 EFCAB7 EFR3A EFR3B EGFR EHD1 EHD2 EHD3 EHD4 EIPR1 EMC1 EMC10 EMC2 EMC3 EMC4 EMC6 EMC7 EMC8 EMC9 EMP2 ENTR1 EPB41L3 EPG5 EPHA2 EPHA3 EPHB2 EPS15 ERBB2 ERBB4 EXOC1 EXOC2 EXOC4 EXOC5 EXOC6 EXOC6B EXOC8 EZR F11R FCHO2 FERMT2 FGF13 FIS1 FLNA FLOT1 FLOT2 FNTA FRMD8 FRMPD1 FRRS1L FXR1 FYB1 FYB2 FYN FZD9 GAK GAS6 GBP1 GCC2 GDI1 GET1 GET3 GET4 GGA1 GGA2 GGA3 GHSR GJD2-DT GLP1R GLRB GOLGA4 GOLGA7 GOLGA7B GOLPH3 GOLPH3L GOPC GORASP1 GORASP2 GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 GPER1 GPHN GPR158 GRIK2 GRIN2A GRIN2C GRIN3B GRIP1 GRIP2 GRIPAP1 GSN GZMB HECTD1 HGS HPCA HPS6 HRAS HSP90AA1 HSPA4 HSPA5 HYCC1 HYCC2 ICMT IFNG IFT20 IFT80 IKBKB INPP5F INPP5K INS IQSEC2 ITGA3 ITGA4 ITGAL ITGAM ITGB1 ITGB1BP1 ITGB2 ITGB3 ITGB7 JUP KCNB1 KCNB2 KCNE1 KCNIP3 KCNIP4 KIF13A KIF5B KRT18 LAMA5 LAMTOR1 LARGE1 LDLRAP1 LGALS3 LGI1 LHFPL4 LIN7A LIN7B LIN7C LLGL1 LMNA LMNB1 LMNB2 LMTK2 LOC101929130 LRP1 LRP4 LRP6 LRRC15 LRRC4 LRRC7 LYPD1 LYPLA1 LZTFL1 MACF1 MADCAM1 MAGI2 MAIP1 MAL MAP7 MAPK8 MESD MFF MICALL1 MICALL2 MIEF1 MIEF2 MIR223 MMGT1 MMP14 MOAP1 MRAP MRAP2 MTCH1 MTCH2 MTCL1 MTX1 MTX2 MUSK MYADM MYL12A MYO1C MYO5A NACA NACA2 NACA4P NACAD NAXE NCF1 NCLN NDC1 NDRG4 NDUFA13 NECAB2 NECTIN3 NETO1 NETO2 NHERF1 NHERF2 NHERF4 NHLRC1 NKD2 NLGN1 NLGN2 NMT1 NOMO1 NOMO2 NOMO3 NPC1 NPTX1 NRXN1 NRXN2 NSF NSG1 NUMB NUP155 NUP54 OGT OPTN OSBPL5 OXA1L P2RY1 PACS1 PACS2 PACSIN1 PALM PALS1 PARD3 PDCD5 PDPK1 PDZD11 PDZK1 PDZK1P1 PEX16 PEX19 PEX26 PEX3 PEX5 PGRMC1 PHAF1 PICALM PICK1 PID1 PIGR PIGW PIK3CA PIK3R1 PIK3R2 PIKFYVE PIP5K1A PKDCC PKP2 PKP3 PLA2G3 PLA2G4E PLEKHF1 PLS1 PPFIA1 PPIL2 PPP1R9B PPP2R5A PRAM1 PREPL PRKCE PRKCH PRKCI PRKCZ PRKG2 PRKN PRNP PRPH2 PSAP PSMD10 PTCH1 PTN PTPN23 PTPN9 PTPRC RAB10 RAB11A RAB11B RAB11FIP2 RAB11FIP3 RAB11FIP4 RAB12 RAB13 RAB14 RAB17 RAB26 RAB29 RAB31 RAB32 RAB34 RAB35 RAB38 RAB3A RAB3B RAB3C RAB3D RAB3GAP1 RAB3GAP2 RAB3IP RAB40A RAB40AL RAB40B RAB40C RAB5IF RAB6A RAB6B RAB7A RAB8A RAB8B RABEP1 RABGEF1 RAC1 RACK1 RALA RAMP1 RAMP2 RAMP3 RANGRF RAP1A RAP2A RAPGEF2 RAPGEF6 RAPSN RDX REEP1 REEP2 RELN RER1 RFTN1 RHBDF2 RHOG RHOQ RILPL1 RILPL2 RN7SL1 RN7SL2 RN7SL3 ROCK1 ROCK2 ROMO1 RRAGA RRAGC RSC1A1 RTP1 RTP2 RTP3 RTP4 RTP5 S100A10 SAMM50 SCN3B SCRIB SDCBP SEC16A SEC23A SEC61A1 SEC61A2 SEC61B SEC61G SEC62 SEC63 SGTA SGTB SH3GLB1 SH3PXD2B SHANK3 SHISA6 SHISA7 SIL1 SIRT6 SKAP1 SLC1A1 SLC4A1 SLC51B SLC5A3 SLC7A11 SLITRK3 SLMAP SMURF1 SNAP25 SNAP25-AS1 SNF8 SNX12 SNX17 SNX27 SNX3 SNX30 SNX4 SNX7 SORBS1 SORL1 SPG11 SPTBN1 SPTBN4 SQSTM1 SRP14 SRP19 SRP54 SRP68 SRP72 SRP9 SRPRA SRPRB SSH1 SSNA1 SSR1 SSR2 SSR3 STAC STAC2 STAC3 STEAP2 STOM STX12 STX16 STX1B STX3 STX4 STX6 STX7 STX8 STXBP1 SYNE3 SYNGAP1 SYS1 TAMALIN TAOK2 TCAF1 TCAF2 TESC TGFB1 THY1 TIAM1 TIMM10 TIMM10B TIMM13 TIMM22 TIMM29 TIMM8A TIMM8B TIMM9 TM9SF1 TM9SF2 TM9SF3 TM9SF4 TMBIM1 TMCO1 TMED2 TMEM147 TMEM150A TMEM59 TMEM88 TNF TNFAIP6 TNFRSF1A TNIK TOMM20 TOMM22 TOMM40 TOMM5 TOMM6 TOMM7 TOMM70 TPBG TRAM1 TRAM1L1 TRAM2 TRARG1 TREM2 TRMT10B TSPAN14 TSPAN15 TSPAN33 TSPAN5 TTC7A TTC7B TTC8 TTC9-DT TUB UBL4A UMOD USP17L2 VAMP2 VAMP3 VAMP4 VAMP5 VAMP8 VIL1 VPS13B VPS26A VPS26C VPS29 VPS35 VPS35L VPS37A VPS37B VPS37C VPS37D VPS39 VPS4A VPS50 VPS51 VPS52 VPS53 VTI1A VTI1B WASH3P WASH6P WASHC1 WASHC2C WDR19 WDR72 WDR83OS WIPF3 WNK1 WNK3 WNK4 WNT3A YIF1B YJEFN3 ZDHHC1 ZDHHC11 ZDHHC11B ZDHHC12 ZDHHC14 ZDHHC15 ZDHHC18 ZDHHC19 ZDHHC2 ZDHHC20 ZDHHC21 ZDHHC22 ZDHHC23 ZDHHC24 ZDHHC3 ZDHHC4 ZDHHC5 ZDHHC6 ZDHHC7 ZDHHC8 ZDHHC9 ZFAND2B ZFYVE27 ZMYND8 GOBP_LOCOMOTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LOCOMOTION AAMP ABCC1 ABCC8 ABHD2 ABHD6 ABI3 ABL1 ABL2 ACE ACKR2 ACKR3 ACKR4 ACTA2 ACTG1 ACTN4 ACVR1 ACVR1B ACVR1C ACVRL1 ADA ADAM10 ADAM15 ADAM17 ADAM8 ADAM9 ADAMTS1 ADAMTS9 ADARB1 ADGRA2 ADGRB1 ADGRE2 ADGRG1 ADGRG3 ADIPOQ ADIPOR1 ADORA1 ADORA3 ADRA2A ADTRP AFDN AGER AGO2 AGT AGTR1 AGTR2 AIF1 AIRE AJUBA AKAP12 AKIRIN1 AKT1 AKT2 AKT3 ALKBH1 ALOX15B ALOX5 AMOT AMOTL1 AMOTL2 ANGPT1 ANGPT2 ANGPT4 ANGPTL3 ANO6 ANOS1 ANXA1 ANXA3 AP1AR APC APELA APOA1 APOD APOE APOH APP APPL1 APPL2 AQP1 ARF6 ARHGAP18 ARHGAP4 ARHGAP5 ARHGDIB ARHGEF16 ARHGEF2 ARHGEF39 ARHGEF5 ARHGEF7 ARID2 ARID4A ARID4B ARPIN ARRB2 ARRDC3 ARSB ARTN ASCL2 ATM ATOH7 ATOH8 ATP1A2 ATP1B2 ATP2B4 ATP5F1A ATP5F1B ATP7A ATP8A1 AZU1 BAG4 BBS1 BBS2 BBS4 BCAR1 BCAS3 BCL2 BCR BDKRB1 BEX4 BIN2 BMERB1 BMP10 BMP2 BMP4 BMP5 BMP7 BMPER BMPR1A BMPR2 BRAF BRMS1 BRMS1L BSG BST1 BST2 BVES C1QBP C1QTNF8 C3AR1 C5 C5AR1 C5AR2 C8orf44-SGK3 CADM4 CALCA CALR CAMK1D CAMK2A CAMK2B CAMSAP3 CAPN7 CARD10 CARMIL1 CARMIL2 CASR CASS4 CATSPER1 CAV1 CAVIN1 CBLL1 CCAR1 CCBE1 CCDC125 CCDC25 CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL27 CCL28 CCL3 CCL3L1 CCL3L3 CCL4 CCL5 CCL7 CCL8 CCN1 CCN3 CCN4 CCR1 CCR10 CCR2 CCR3 CCR4 CCR5 CCR6 CCR7 CCR8 CCR9 CCRL2 CD151 CD200 CD200R1 CD274 CD300A CD300H CD40 CD47 CD74 CD81 CD9 CD99 CD99L2 CDC42 CDH1 CDH11 CDH13 CDH5 CDK5 CDK6 CDKN1B CDKN2B-AS1 CEACAM1 CEACAM6 CEMIP CEP43 CERS2 CFAP20 CFAP206 CFAP45 CFAP69 CGA CH25H CHGA CHRD CHRM1 CHRM4 CHST2 CHST4 CIB1 CITED2 CKLF CLASP1 CLASP2 CLDN1 CLDN19 CLDN3 CLDN4 CLDN5 CLDN7 CLEC7A CLIC4 CLN3 CLN6 CLXN CMKLR1 CMTM1 CMTM2 CMTM3 CMTM5 CMTM7 CMTM8 CNN2 CNR2 COL1A1 COL3A1 COLEC10 CORO1A CORO1B CORO1C CORT CPNE3 CREB3 CRK CRKL CSF1 CSF1R CSF2 CSF3R CSNK2B CTNNA1 CTNNA2 CTSG CTSH CX3CL1 CX3CR1 CXADR CXCL1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL14 CXCL16 CXCL17 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 CXCR1 CXCR2 CXCR3 CXCR4 CXCR5 CXCR6 CYGB CYP19A1 CYP1B1 CYP7B1 CYRIB CYSLTR1 DAAM2 DAB2 DAB2IP DACH1 DAG1 DAPK2 DAPK3 DCN DDR2 DDRGK1 DDT DEFA1 DEFA1B DEFB1 DEFB103A DEFB103B DEFB104A DEFB104B DEFB109B DEFB110 DEFB114 DEFB124 DEFB130A DEFB130B DEFB133 DEFB4A DLC1 DLG5 DLL4 DMTN DNAI3 DNAJA4 DNM1L DOCK1 DOCK10 DOCK2 DOCK4 DOCK5 DOCK7 DOCK8 DPEP1 DPP4 DPYSL3 DRD1 DRD2 DSCAM DUOX1 DUOX2 DUOXA2 DUSP1 DUSP10 DUSP22 DUSP3 ECM1 ECSCR EDN1 EDN2 EDN3 EDNRB EFNA1 EFNA5 EFNB2 EGF EGFR EGR3 ELANE ELMO2 ELP3 ELP5 ELP6 EMC10 EMILIN1 EMILIN2 EMP2 ENG ENPP2 EP300 EPB41L4B EPB41L5 EPHA1 EPHA2 EPHA4 EPHA7 EPHB1 EPHB2 EPPIN EPPK1 ERBB4 ETS1 EVL F10 F2R F2RL1 F3 F7 FADD FAM107A FAM110C FAM83H FAM89B FBLN1 FBXO5 FBXO7 FBXW7 FCER1G FER FERMT1 FERMT2 FERMT3 FES FEZF2 FFAR2 FGF1 FGF10 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFBP1 FGFR1 FGR FLCN FLNA FLRT2 FLRT3 FLT1 FLT4 FN1 FOLR2 FOSL1 FOXC2 FOXF1 FOXO3 FOXO4 FOXP1 FPR1 FPR2 FPR3 FRMD5 FSHB FUT1 FUT3 FUT4 FUT7 FUT9 FUZ FZD4 GAB1 GADD45A GAS2L2 GAS6 GATA2 GATA3 GBF1 GCNT1 GCNT2 GCSAM GCSAML GDF2 GDNF GFUS GHRL GHSR GJA1 GLIPR2 GLUL GNA12 GNA13 GNAI2 GNB3 GNRH1 GP1BA GPER1 GPI GPLD1 GPNMB GPR15LG GPR173 GPR18 GPR183 GPR37 GPSM3 GRB7 GREM1 GRIN2A GRIN2C GRN GSX2 GTPBP4 HACE1 HAS1 HAS2 HBEGF HCRTR2 HDAC1 HDAC2 HDAC5 HDAC6 HDAC7 HDAC9 HGF HIF1A HMGB1 HMGB2 HMOX1 HOXA7 HOXB9 HRAS HRG HSD3B7 HSPA5 HSPB1 HTR1D HYAL1 HYAL2 ICAM1 IFITM1 IFNG IGF1 IGF1R IGFBP3 IGFBP5 IGSF10 IL10 IL12A IL16 IL17RA IL17RC IL1A IL1B IL1R1 IL23A IL24 IL27RA IL33 IL34 IL4 IL6 IL6R ING1 ING2 INPP5F INS INSL3 INSM1 INSR IP6K3 IQCF1 IQSEC1 IRS2 ITGA1 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA6 ITGA9 ITGAV ITGAX ITGB1 ITGB1BP1 ITGB2 ITGB3 JAG1 JAK2 JAM2 JAM3 JAML JCAD JPH3 JUP KANK1 KDR KIF14 KIF20B KIF26A KIF2A KIF9 KIT KITLG KLF4 KLRC4-KLRK1 KLRK1 KRIT1 KRT16 KRT5 L1CAM LAMA1 LAMA2 LAMA3 LAMA4 LAMA5 LAMB1 LAMC2 LBP LDB1 LDB2 LDLRAD4 LECT2 LEF1 LGALS3 LGALS9 LGMN LGR6 LIMCH1 LMNA LMO4 LOX LPAR1 LRCH1 LRIG2 LRP1 LRRC15 LRRK2 LRTM1 LRTM2 LSP1 LTB4R2 LYN LYST LYVE1 MACF1 MACIR MACO1 MADCAM1 MAGI2 MALAT1 MAP2K1 MAP2K2 MAP2K3 MAP2K5 MAP3K3 MAP3K7 MAP4K4 MAPK1 MAPK14 MAPK15 MAPK3 MAPRE2 MARVELD3 MAZ MCAM MCC MCTP1 MCU MDK MDM2 MEAK7 MECP2 MEF2C MEGF8 MEOX2 MET MGAT3 MGAT5 MIA3 MICOS10-NBL1 MIEN1 MIF MIIP MINK1 MIR1-1 MIR101-1 MIR10A MIR10B MIR126 MIR128-1 MIR129-1 MIR1290 MIR1298 MIR130A MIR132 MIR133A1 MIR133B MIR135B MIR137 MIR138-1 MIR140 MIR143 MIR145 MIR146A MIR149 MIR150 MIR151A MIR152 MIR15A MIR15B MIR16-1 MIR181A2 MIR181B1 MIR181D MIR182 MIR185 MIR188 MIR1908 MIR193A MIR196A1 MIR199A1 MIR19B1 MIR200A MIR200B MIR200C MIR204 MIR205 MIR206 MIR208A MIR20A MIR21 MIR210 MIR212 MIR214 MIR218-1 MIR22 MIR221 MIR222 MIR223 MIR224 MIR2355 MIR23A MIR24-1 MIR26A1 MIR27A MIR27B MIR296 MIR29A MIR29B1 MIR29C MIR302C MIR30A MIR30C2 MIR31 MIR3173 MIR320A MIR329-1 MIR335 MIR338 MIR342 MIR34A MIR361 MIR362 MIR379 MIR410 MIR424 MIR448 MIR449A MIR451A MIR483 MIR487B MIR491 MIR492 MIR493 MIR494 MIR495 MIR497 MIR499A MIR503 MIR505 MIR518B MIR519D MIR520D MIR543 MIR551A MIR588 MIR590 MIR638 MIR640 MIR665 MIR711 MIR885 MIR892B MIR9-1 MIR92A1 MIR92B MIR93 MIR939 MIRLET7F1 MIRLET7G MITF MKKS MMP14 MMP2 MMP28 MMP7 MMP9 MMRN2 MOSPD2 MPP1 MSMP MSN MSTN MTA2 MTOR MTUS1 MYADM MYCBP2 MYD88 MYLK MYO1C MYOC MYOCD MYSM1 NAV3 NBL1 NCK1 NCKAP1L NDRG4 NEDD9 NEFL NEXMIF NEXN NF1 NF2 NFE2L2 NGFR NHERF1 NINJ1 NIPBL NISCH NKD1 NKX2-1 NKX6-1 NOD2 NODAL NOG NOS3 NOTCH1 NOVA2 NPPC NR2E1 NR2F2 NR4A1 NR4A3 NRG1 NRG3 NRP1 NRP2 NSMF NTF3 NTN1 NTNG1 NTNG2 NTRK3 NUMB NUP85 NUS1 OGT ONECUT1 ONECUT2 OPN4 OR10J5 OR1D2 OSBPL8 OSGIN1 OXSR1 P2RX4 P2RY12 P2RY6 PADI2 PAK1 PARD6B PARVA PATZ1 PAX6 PDCD10 PDCD6 PDE4B PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PDPK1 PDPN PECAM1 PF4 PF4V1 PFN1 PFN2 PGAM4 PGF PHACTR1 PHLDA2 PHLDB2 PHPT1 PIK3C2A PIK3C2G PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R3 PIKFYVE PIN1 PIP5K1A PIP5K1C PIP5KL1 PKN1 PKN2 PLA2G1B PLA2G6 PLA2G7 PLAA PLAU PLAUR PLCB1 PLCG1 PLCG2 PLD1 PLEC PLEKHG3 PLEKHG5 PLET1 PLG PLGRKT PLK2 PLP1 PLP2 PLPP3 PLVAP PLXNA1 PLXNA2 PLXNA3 PLXNA4 PLXNB1 PLXNB2 PLXNB3 PLXNC1 PLXND1 PODN PODXL POSTN POU4F2 PPARG PPBP PPIA PPIB PPM1F PPP3CA PPP3CB PRAG1 PRCP PRDM14 PREX1 PRKCA PRKCD PRKCE PRKCQ PRKD1 PRKD2 PRKG1 PRKX PROK2 PROX1 PRR5L PRSS56 PSEN1 PTAFR PTEN PTGDR2 PTGER4 PTGS2 PTK2 PTK2B PTN PTP4A1 PTPN2 PTPN23 PTPRC PTPRG PTPRJ PTPRK PTPRM PTPRO PTPRR PTPRT PTPRU PYCARD RAB11A RAB13 RAB25 RABGEF1 RAC1 RAC2 RAC3 RACK1 RAF1 RALA RALBP1 RAP2A RAP2B RAP2C RAPGEF2 RARRES2 RBBP4 RBBP7 RCAN1 RCC2 RDX RECK RELN RET RFFL RGCC RGN RHO RHOA RHOB RHOC RHOD RHOG RHOJ RIGI RIN2 RIN3 RIPK3 RIPOR1 RIPOR2 RNASE10 RNASE2 RNASE3 RNF20 RNF41 ROBO1 ROBO2 ROBO3 ROBO4 ROCK1 ROCK2 ROR2 RPL13A RPS19 RPS6KB1 RRAS RRAS2 RREB1 RTN4 RUFY3 RYK S100A11 S100A12 S100A14 S100A4 S100A7 S100A8 S100A9 S1PR1 SAA1 SAP130 SAP30 SAP30L SASH1 SBDS SCAI SCARB1 SCG2 SCN1B SCRIB SCRT1 SCRT2 SDC4 SDCBP SELE SELENOK SELP SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SEMG1 SEMG2 SERPINB3 SERPIND1 SERPINE1 SERPINE2 SERPINF1 SFRP1 SFRP2 SFTPD SGK1 SGK3 SH3BP1 SH3RF2 SHH SHTN1 SIN3A SIN3B SINHCAF SIRT1 SLAMF1 SLAMF8 SLC12A2 SLC25A46 SLC26A5 SLC8B1 SLIT1 SLIT2 SLIT3 SLK SLURP1 SMAD3 SMAD7 SMIM22 SMO SMOC2 SMPD3 SMURF2 SNAI1 SNAI2 SNCA SOD2 SORL1 SOX14 SOX9 SP1 SP100 SPAG9 SPARC SPATA13 SPHK1 SPI1 SPINT2 SPN SPNS2 SPOCK2 SPOCK3 SPRED1 SPRY2 SRC SRCIN1 SRF SRGAP1 SRGAP2 SRGAP2C SRGAP3 SRP54 SRPX2 SSH1 SST SSX2IP ST3GAL4 ST6GAL1 STAP1 STARD13 STAT3 STAT5A STC1 STK10 STK24 STK26 STK39 STK4 STMN1 STX3 STX4 SUCNR1 SUDS3 SULF1 SUN2 SVBP SWAP70 SYDE1 SYK SYNE2 SYNJ2BP TAC4 TACR1 TACR2 TACR3 TACSTD2 TAFA4 TAFA5 TALAM1 TBC1D24 TBCCD1 TBR1 TBX5 TBXA2R TCAF1 TCAF2 TDGF1 TEK TERT TET1 TEX101 TF TGFB1 TGFB2 TGFBR1 TGFBR2 THBS1 THBS4 THY1 TIAM1 TIE1 TIMP1 TIRAP TJP1 TLR4 TMEFF2 TMEM102 TMIGD1 TMIGD3 TMSB10 TMSB15A TMSB15B TMSB15C TMSB4X TMSB4Y TNC TNF TNFAIP6 TNFRSF11A TNFRSF14 TNFRSF18 TNFSF11 TNFSF14 TNFSF18 TNN TNR TNXB TP53INP1 TPBG TPM1 TPPP2 TRADD TREM1 TREM2 TRIB1 TRIM32 TRIP6 TRPM2 TRPM4 TRPV4 TSC2 TTBK2 TTLL6 TUBB2B TWIST1 TWIST2 TYMP UBE2I ULK4 UNC5C UNC5D USP14 USP17L2 VASH1 VAV1 VAV3 VCAM1 VCL VEGFA VEGFB VEGFC VEGFD VIL1 VPS35 VSIR VTN WAS WASHC1 WASL WDPCP WDR1 WDR62 WNK1 WNT11 WNT3 WNT3A WNT4 WNT5A WNT5B WNT7A XBP1 XCL1 XCL2 XCR1 XG YTHDF1 YTHDF3 ZC3H12A ZEB2 ZMYND8 ZNF268 ZNF304 ZNF580 ZNF609 ZNF703 ZP3 GOBP_LOCOMOTION_INVOLVED_IN_LOCOMOTORY_BEHAVIOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LOCOMOTION_INVOLVED_IN_LOCOMOTORY_BEHAVIOR ARRDC3 CLN6 DRD2 FZD4 GHSR GNB3 GPR37 MECP2 PPP3CB RCAN1 SLC25A46 VPS35 GOBP_LOCOMOTORY_BEHAVIOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LOCOMOTORY_BEHAVIOR ABAT ABCA2 ABHD12 ADCY5 ADCY8 ADORA2A AGTPBP1 ALDH1A3 ALK ALS2 ANKH APBA1 APBA2 APOE APP ARCN1 ARRB2 ARRDC3 ASL ASTN1 ATP1A2 ATP7A AVP B4GALT2 BSX BTBD9 C1QL1 CACNB4 CALB1 CCND2 CDH23 CEND1 CHD7 CHL1 CHRNA3 CHRNB2 CHRNB4 CIART CLCN3 CLN6 CLN8 CNP CNTN1 CNTN2 CRBN CRH CSTB CTNS CXCL12 DAB1 DBH DDHD2 DLG4 DMBX1 DMRT3 DPP4 DRD1 DRD2 DRD3 DRD4 DSCAM EFNB3 EGR1 ELAVL4 EN1 EPHA4 EPS8 FEZF2 FGF12 FIG4 FOXA2 FXN FZD4 GAA GAD1 GBX1 GDNF GHSR GIGYF2 GIP GIT1 GLRA1 GLRB GNB3 GNG7 GPR37 GPR52 GPR88 GRIN2D GRM1 GRM5 GRM6 HEXA HEXB HIPK2 HOXB8 HOXD10 HOXD9 HPGDS HPRT1 HTR2C HTRA2 ID2 IDO1 INPP5F KCND2 KCNJ10 KLHL1 LARGE1 LGI4 LMX1A LRRK2 LRRTM1 MC3R MCOLN3 MECP2 MEIS1 MTA1 MTOR MYG1 MYO15A NAGLU NAV2 NCOA2 NCOR1 NEGR1 NKX2-1 NLGN2 NMS NPC1 NPY1R NPY2R NR4A2 NTAN1 NTF4 NTSR1 OPRD1 OPRK1 OPRL1 OXR1 PAFAH1B1 PAK5 PAK6 PARK7 PBX3 PDE1B PENK PEX13 PITX3 PPP1R1B PPP3CB PPT1 PREX2 PRKCE PRKN PTEN PUM1 QRFP RASD2 RCAN1 RELN SCN1A SELENOP SEZ6 SHANK2 SLC18A2 SLC1A1 SLC25A46 SLC4A10 SLC6A3 SLITRK6 SLURP1 SNAP25 SNCA SNCG SOBP SOD1 SOD2 SPG11 SPTBN4 STRN TAL1 TBCE TH TMBIM4 TMOD1 TNR TRH TSC1 TUBA1A UBA6 UCHL1 USP2 VPS13A VPS35 WDR47 ZDHHC8 ZFHX3 ZIC1 ZMPSTE24 ZNF212 ZNF385A GOBP_LOCOMOTORY_EXPLORATION_BEHAVIOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LOCOMOTORY_EXPLORATION_BEHAVIOR APOE ATP1A2 CRBN CRH DLG4 DPP4 GAD1 LRRK2 MYG1 NLGN2 PENK PRKCE SLC4A10 TNR GOBP_LOCOMOTOR_RHYTHM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LOCOMOTOR_RHYTHM CIART EGR1 ID2 KCND2 MC3R MTA1 MTOR NAGLU NCOA2 NCOR1 NMS OPRL1 PTEN USP2 ZFHX3 GOBP_LONG_CHAIN_FATTY_ACID_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LONG_CHAIN_FATTY_ACID_BIOSYNTHETIC_PROCESS ACOT7 ACSBG1 ACSBG2 ALOX12 ALOX12B ALOX15 ALOX15B ALOX5 ALOXE3 ASAH2 CYP1A1 CYP1A2 CYP2C8 CYP2C9 CYP2D6 CYP2E1 CYP3A4 ELOVL6 ENSG00000205794 FADS1 GPX4 GSTM1 GSTM2 GSTM4 GSTP1 LTC4S PLP1 QKI GOBP_LONG_CHAIN_FATTY_ACID_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LONG_CHAIN_FATTY_ACID_CATABOLIC_PROCESS ABCD1 ACADL ADTRP AIG1 CYP4A11 CYP4F12 CYP4F2 CYP4F3 GLYATL2 GOBP_LONG_CHAIN_FATTY_ACID_IMPORT_ACROSS_PLASMA_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LONG_CHAIN_FATTY_ACID_IMPORT_ACROSS_PLASMA_MEMBRANE ACSL1 ACSL5 AKT1 AKT2 CD36 IRS2 SLC27A1 SLC27A5 SLC2A1 THBS1 GOBP_LONG_CHAIN_FATTY_ACID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LONG_CHAIN_FATTY_ACID_METABOLIC_PROCESS ABCD1 ABCD3 ABHD12 ABHD6 ACAA1 ACAD9 ACADL ACOT1 ACOT2 ACOT4 ACOT7 ACOT8 ACSBG1 ACSBG2 ACSF2 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 ACSM1 ADTRP AIG1 AKR1C3 ALOX12 ALOX12B ALOX15 ALOX15B ALOX5 ALOXE3 ASAH2 AWAT1 CBR1 CPT1A CPT2 CYP1A1 CYP1A2 CYP1B1 CYP2A13 CYP2A6 CYP2A7 CYP2B6 CYP2C18 CYP2C19 CYP2C8 CYP2C9 CYP2D6 CYP2D7 CYP2E1 CYP2F1 CYP2J2 CYP2S1 CYP2U1 CYP3A4 CYP4A11 CYP4A22 CYP4F11 CYP4F12 CYP4F2 CYP4F3 CYP4Z1 DAGLA DAGLB ELOVL1 ELOVL2 ELOVL3 ELOVL5 ELOVL6 ENSG00000205794 EPHX1 FAAH FAAH2 FADS1 FADS2 GLYATL2 GPX1 GPX4 GSTA1 GSTM1 GSTM2 GSTM4 GSTP1 HACL1 LTC4S MGLL MGST3 PLA2G10 PLA2G2F PLA2G4A PLA2G4B PLA2G4C PLP1 PNPLA3 PNPLA8 PTGDS PTGES2 PTGES3 PTGIS PTGR1 PTGS1 PTGS2 QKI SCP2 SLC27A1 SLC27A2 SLC27A3 SLC27A4 SLC27A5 SLC27A6 TBXAS1 GOBP_LONG_CHAIN_FATTY_ACID_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LONG_CHAIN_FATTY_ACID_TRANSPORT ABCD1 ABCD2 ABCD3 ABCD4 ACE ACSL1 ACSL3 ACSL5 AKT1 AKT2 ANXA1 APOE AVPR1B BDKRB2 CD36 CPT1A CPT1B CPT2 DRD2 DRD3 DRD4 EPRS1 FABP1 FABP2 FABP3 FABP4 FABP5 FABP9 IRS2 LHCGR MFSD2A MIF NMB NMUR2 NTSR1 OC90 PLA2G10 PLA2G12A PLA2G12B PLA2G1B PLA2G2A PLA2G2C PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G4A PLA2G4F PLA2G5 PLA2R1 PLIN2 PNPLA8 PPARG PROCA1 RPS6KB1 SLC25A20 SLC27A1 SLC27A2 SLC27A3 SLC27A4 SLC27A5 SLC27A6 SLC2A1 SPX SSTR4 SYK THBS1 GOBP_LONG_CHAIN_FATTY_ACYL_COA_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LONG_CHAIN_FATTY_ACYL_COA_BIOSYNTHETIC_PROCESS ACSBG1 ACSBG2 ACSF3 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 ELOVL1 ELOVL2 ELOVL3 ELOVL4 ELOVL5 ELOVL6 ELOVL7 HACD1 HACD2 HSD17B12 TECR GOBP_LONG_CHAIN_FATTY_ACYL_COA_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LONG_CHAIN_FATTY_ACYL_COA_METABOLIC_PROCESS ACOT7 ACSBG1 ACSBG2 ACSF3 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 DGAT1 DGAT2 ELOVL1 ELOVL2 ELOVL3 ELOVL4 ELOVL5 ELOVL6 ELOVL7 FAR1 FAR2 HACD1 HACD2 HSD17B12 TECR THEM5 GOBP_LONG_TERM_MEMORY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LONG_TERM_MEMORY ADCY1 ADCY8 APOE ARC BTBD9 CALB1 CAMK2N1 CAMK4 CCND2 CHST10 CPEB3 CTNS DRD2 EHMT2 EIF2AK4 GRIA1 KAT2A LDLR LRRC66 LRRN4 MECP2 NFATC4 NPAS4 NTF4 PJA2 PRKCZ PRNP PTCHD1 RASGRF1 RELN RGS14 RPS6KB1 SGK1 SHANK1 SLC2A4 SNAP25 SRF TACR1 GOBP_LONG_TERM_SYNAPTIC_DEPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LONG_TERM_SYNAPTIC_DEPRESSION ABHD6 ADCY8 ADORA1 AGER ARC ARF1 CBLN1 CD38 DRD1 DRD5 FMR1 GRIA1 GRID2 GRID2IP GRM2 IQSEC2 KCNB1 LILRB2 MAPT PICK1 PLK2 PRRT1 PTK2B SHANK2 SHANK3 SLC24A1 SLC24A2 SORCS2 SORCS3 SRF STAU2 STXBP1 GOBP_LONG_TERM_SYNAPTIC_POTENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LONG_TERM_SYNAPTIC_POTENTIATION ABL1 ADCY1 ADCY8 ADORA1 ADORA2A AGER AKAP5 APOE APP ARC BRAF CALB1 CALB2 CHRNA7 CRHR2 CX3CR1 CYP46A1 DRD1 DRD2 EIF2AK4 EPHA4 EPHB2 FAM107A FXR1 GFAP GIP GRIN2A GRIN2B GRIN2C GRIN2D GSK3B HMGCR IGSF11 INS ITPR3 LARGE1 LGMN LILRB2 LRRTM1 LRRTM2 MAPK1 MECP2 MIR30B MIR320A MIR320B1 MIR320B2 MIR320C1 MIR320C2 MIR320D1 MIR320D2 MIR320E MIR324 MIR337 MIR342 MIR421 MIR433 MIR541 MIR545 MIR95 MME MPP2 NCSTN NF1 NFATC4 NOG NPTN NR2E1 NSG1 NTRK2 PAIP2 PDE9A PLK2 PRKAR1B PRKCG PRKCZ PRNP PRRT1 PTK2B PTN RASGRF2 RELN RGS14 SCGN SERPINE2 SHANK2 SHANK3 SHISA7 SLC18A3 SLC1A1 SLC24A1 SLC24A2 SLC8A2 SLC8A3 SNAP25 SNCA SQSTM1 STAU1 STX3 STX4 SYT12 TNR TSHZ3 TYROBP VAMP2 YTHDF1 ZDHHC2 GOBP_LOOP_OF_HENLE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LOOP_OF_HENLE_DEVELOPMENT AQP1 DLL1 HES5 IRX1 IRX2 IRX3 JAG1 PKD1 PKD2 POU3F3 UMOD WNT7B GOBP_LOW_DENSITY_LIPOPROTEIN_PARTICLE_CLEARANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LOW_DENSITY_LIPOPROTEIN_PARTICLE_CLEARANCE ABCC8 ADIPOQ ANXA2 APOB APOC3 CD36 CES3 CNPY2 CSK DGAT2 EHD1 FGF21 HMOX1 HNRNPK IL19 KHSRP LDLR LDLRAP1 LIPA MIR133A1 MIR148A MIR17 MIR185 MIR199A1 MIR27A MIR27B MYLIP NCEH1 NR1H4 PCSK9 SCARB1 SOAT1 SOAT2 TREM2 GOBP_LOW_DENSITY_LIPOPROTEIN_PARTICLE_REMODELING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LOW_DENSITY_LIPOPROTEIN_PARTICLE_REMODELING ABCG1 AGT AGTR1 APOA2 APOB APOE CETP LIPC MPO MTTP PLA2G10 PLA2G2A PLA2G2E PLA2G3 PLA2G5 PLA2G7 GOBP_LOW_DENSITY_LIPOPROTEIN_RECEPTOR_PARTICLE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LOW_DENSITY_LIPOPROTEIN_RECEPTOR_PARTICLE_METABOLIC_PROCESS ABCA2 ANXA2 APOE FURIN MYLIP PCSK9 GOBP_LUNG_ALVEOLUS_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LUNG_ALVEOLUS_DEVELOPMENT ABCA12 ACE ADA ASXL1 ATP7A ATXN1L BMP4 BMPR2 CREB1 EDN2 ERRFI1 FGF10 FGFR2 FLT4 FOSL2 FOXA1 FOXF1 GATA6 HOPX HOXA5 HS6ST1 IGFBP5 ITGB6 KDR LIF LTBP3 MAN1A2 MAN2A1 MECP2 MMP12 MYOCD NKIRAS1 NKIRAS2 NKX2-1 PDGFA PGR PHF14 PKDCC PTGES3 RC3H2 SELENON SFTPD SLC7A11 SMPD3 STK40 STRA6 TCF21 TGFB3 TMEM38B GOBP_LUNG_ASSOCIATED_MESENCHYME_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LUNG_ASSOCIATED_MESENCHYME_DEVELOPMENT CTNNB1 DPPA4 FGF9 FGFR2 HOXA5 PTK7 SHH WNT11 GOBP_LUNG_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LUNG_CELL_DIFFERENTIATION AGR2 AIMP2 ASCL1 CREB1 CTNNB1 FGF10 FOXA1 FOXJ1 GATA6 GRHL2 HOXA5 IL13 KLF2 KRAS LTA4H NFIB NKX2-1 PPP3R1 RBBP9 RBPJ SAV1 SOX9 SPDEF THRA THRB TMEM38B TP73 YAP1 GOBP_LUNG_EPITHELIUM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LUNG_EPITHELIUM_DEVELOPMENT ADAMTSL2 AGR2 AIMP2 ASCL1 BMP4 CDC42 CREB1 CTNNB1 ERRFI1 FGF10 FGF7 FGFR2 FOSL2 FOXA1 FOXJ1 GATA6 GRHL2 HOXA5 IL13 KLF2 KRAS LTA4H MAP2K1 MAP2K2 NFIB NKX2-1 PKD1 PPP3R1 RBBP9 RBPJ RCN3 SAV1 SHH SOX9 SPDEF SRSF6 STRA6 THRA THRB TMEM38B TP73 WNT2 WNT7B YAP1 GOBP_LUNG_GROWTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LUNG_GROWTH FGF10 FGF7 MIR17HG RSPO2 SPRY2 TMEM38B GOBP_LUNG_LOBE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LUNG_LOBE_DEVELOPMENT FGFR2 FOXF1 GRHL2 LIF SEC24B SHH TGFBR2 GOBP_LUNG_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LUNG_MORPHOGENESIS AP3B1 BMP4 CDC42 CELSR1 CTNNB1 CTSH CTSZ DAG1 DLG5 ESRP2 EXT1 FGF10 FGF7 FGF8 FGFR2 FOXA1 FOXF1 GRHL2 HHIP HIPK2 HOXA5 KRAS LAMA1 LIF MAP2K1 MAP2K2 MAPK1 MAPK3 NFIB NKX2-1 NODAL NOG PLOD3 RDH10 RPL13A RSPO2 SEC24B SHH SOX11 SOX9 SPRY1 SPRY2 SRF SRSF6 STK40 TBX2 TCF21 TGFBR2 TNC TNF WNT2 WNT2B WNT7B YAP1 GOBP_LUNG_SACCULE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LUNG_SACCULE_DEVELOPMENT ASXL1 CREB1 FGF10 FOSL2 FOXA1 GATA6 LTBP3 NKX2-1 PTGES3 STRA6 GOBP_LUNG_SECRETORY_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LUNG_SECRETORY_CELL_DIFFERENTIATION AGR2 AIMP2 ASCL1 FGF10 GATA6 HOXA5 IL13 NFIB NKX2-1 RBBP9 SPDEF GOBP_LUNG_VASCULATURE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LUNG_VASCULATURE_DEVELOPMENT BMP2 BMP4 BMPR2 ERRFI1 FOXF1 LIF STRA6 TCF21 GOBP_LUTEINIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LUTEINIZATION A2M FZD4 GDF9 INHBA MMP2 NR5A1 PDGFRA PLEKHA1 PTPRN RETN SGPL1 STAT5B GOBP_LUTEINIZING_HORMONE_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LUTEINIZING_HORMONE_SECRETION CGA FOXD1 FOXL2 KISS1 LEP OPRK1 SMAD4 TACR2 TBX3 TMF1 GOBP_LUTEOLYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LUTEOLYSIS CASP2 CASP3 NOTCH1 ROBO2 SLIT2 SLIT3 GOBP_LYMPHANGIOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LYMPHANGIOGENESIS ACVR2B ACVRL1 BMPR2 CCBE1 CLEC14A EPHA2 FLT4 FOXC1 FOXC2 MIR9-1 PDPN PPP3CB PROX1 PTPN14 SOX18 TIE1 VASH1 VEGFC GOBP_LYMPHATIC_ENDOTHELIAL_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LYMPHATIC_ENDOTHELIAL_CELL_DIFFERENTIATION ACVR2B ACVRL1 BMPR2 NR2F2 PDPN PROX1 SOX18 TIE1 GOBP_LYMPHOCYTE_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LYMPHOCYTE_ACTIVATION ABL1 ABL2 ACTB ACTL6A ACTL6B ADA ADAM17 ADAM8 ADGRG3 ADORA2A AGER AHR AICDA AIF1 AIRE AKAP17A AKIRIN2 AKT1 AMBRA1 ANXA1 AP1G1 AP3B1 AP3D1 APBB1IP APLF AQP8 ARG1 ARG2 ARID1A ARID1B ARID2 ARMC5 ASCL2 ATAD5 ATF2 ATG5 ATM ATP7A AXL AZI2 B2M BAD BAG6 BAK1 BANK1 BATF BAX BCL10 BCL11B BCL2 BCL3 BCL6 BID BLNK BLOC1S3 BLOC1S6 BMI1 BMP4 BRAF BRD7 BST1 BST2 BTK BTN2A2 BTN3A1 C17orf99 CADM1 CAMK4 CARD11 CASP3 CASP8 CAV1 CBFB CBLB CCDC88B CCL19 CCL2 CCL21 CCL5 CCND3 CCR2 CCR6 CCR7 CCR9 CD151 CD160 CD180 CD19 CD1C CD1D CD2 CD209 CD22 CD24 CD244 CD247 CD27 CD274 CD276 CD28 CD300A CD320 CD38 CD3D CD3E CD3G CD4 CD40 CD40LG CD44 CD46 CD47 CD5 CD55 CD6 CD7 CD70 CD74 CD79A CD79B CD80 CD81 CD83 CD84 CD86 CD8A CD8B CDH17 CDH26 CDK6 CDKN1A CEACAM1 CEACAM21 CEBPB CEBPG CGAS CHD7 CHRNA4 CHRNA7 CHRNB2 CLC CLCF1 CLEC4A CLEC4D CLEC4E CLEC4G CLEC7A CLECL1P CLNK CLPTM1 CMTM7 CORO1A CR1 CR2 CRTAM CSK CTLA4 CTNNB1 CTPS1 CTSG CTSL CUL4A CXADR CXCR5 CYP26B1 CYRIB DAPL1 DCAF1 DCAF12 DCAF15 DCLRE1C DDOST DHPS DLG1 DLG5 DLL1 DLL4 DNAJA3 DNAJB9 DOCK10 DOCK11 DOCK2 DOCK8 DPP4 DROSHA DTX1 DUSP10 DUSP22 DUSP3 EBI3 EFNB1 EFNB2 EFNB3 EGR1 EGR3 EIF2AK4 ELF4 EMP2 ENTPD7 EOMES EP300 EPHB1 EPHB2 EPO ERBB2 ERCC1 EXO1 EXOSC3 EXOSC6 EZH2 F2RL1 FADD FANCA FANCD2 FBXO7 FCER1G FCGR2B FCGR3A FCHO1 FCRL1 FCRL3 FGF10 FGL1 FGL2 FGR FKBP1A FKBP1B FLOT2 FLT3 FNIP1 FOSL2 FOXJ1 FOXN1 FOXO3 FOXP1 FOXP3 FUT7 FYN FZD5 FZD7 FZD8 FZD9 GAL GAPT GAS6 GATA3 GBA1 GLI2 GLI3 GLMN GPAM GPNMB GPR18 GPR183 GPR89A GPR89B GPS2 GSN HAVCR2 HDAC4 HDAC5 HDAC9 HECTD1 HELLS HES1 HFE HHEX HHLA2 HLA-A HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G HLX HMCES HMGB1 HPRT1 HSH2D HSPD1 HSPH1 ICAM1 ICOS ICOSLG ID2 IDO1 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IFNE IFNG IFNK IFNL1 IFNW1 IGBP1 IGF1 IGF2 IGFBP2 IHH IKZF1 IKZF3 IL10 IL11 IL12A IL12B IL12RB1 IL13 IL15 IL15RA IL18 IL18R1 IL1A IL1B IL1RL2 IL2 IL20RB IL21 IL21R IL23A IL23R IL27 IL27RA IL2RA IL2RG IL36B IL4 IL4I1 IL4R IL5 IL6 IL6R IL6ST IL7 IL7R IL9 ILDR2 IMPDH2 INHA INHBA INPP5D INS IRF1 IRF2BP2 IRF4 IRF8 IRS2 ITCH ITFG2 ITGA4 ITGAL ITGB1 ITK ITM2A ITPKB JAG2 JAK1 JAK2 JAK3 JAML JMJD6 JUNB KAT2A KAT5 KAT7 KDELR1 KIF13B KIR3DS1 KIT KITLG KLF6 KLHL25 KLRC1 KLRC2 KLRC3 KLRC4-KLRK1 KLRD1 KLRF2 KLRK1 KMT2A KMT5B KMT5C LAG3 LAMP1 LAPTM5 LAT LAT2 LAX1 LCK LCP1 LEF1 LEP LEPR LFNG LGALS1 LGALS3 LGALS9 LGALS9B LGALS9C LIG4 LILRB1 LILRB2 LILRB4 LIPA LMBR1L LMO1 LOXL3 LRRC32 LRRC8A LST1 LY6D LY9 LYL1 LYN MAD1L1 MAD2L2 MAFB MALT1 MAP3K8 MAPK8IP1 MARCHF7 MDK MEF2C MEN1 MERTK METTL3 MFAP3 MFNG MICA MICB MIF MIR17HG MIR181C MIR185 MIR19A MIR21 MIR27A MIR30B MLH1 MMP14 MNDA MPL MR1 MS4A1 MSH2 MSH6 MSN MTOR MYB MYD88 MYH9 MZB1 NBN NCAPH2 NCK1 NCK2 NCKAP1L NCR1 NCR3 NCSTN NDFIP1 NEDD9 NFAM1 NFATC2 NFIL3 NFKBID NFKBIZ NHEJ1 NKAP NKG7 NKX2-3 NLRC3 NLRP3 NOD2 NOTCH2 NRARP NSD2 NTRK1 ONECUT1 P2RX7 PAG1 PARP3 PATZ1 PAWR PAX5 PAXIP1 PBRM1 PBX1 PCID2 PCK1 PDCD1LG2 PDE5A PDPK1 PELI1 PGLYRP1 PGLYRP2 PGLYRP3 PHB1 PHB2 PHF10 PHF14 PIBF1 PIK3CA PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R6 PKN1 PKNOX1 PLA2G2A PLA2G2D PLA2G2E PLA2G2F PLA2G5 PLCG2 PLCL2 PMS2 PNP POU2AF1 PPP2R3C PPP3CA PPP3CB PRDM1 PRDX1 PRDX2 PRELID1 PREX1 PRF1 PRKAR1A PRKCB PRKCD PRKCQ PRKCZ PRKDC PRLR PRNP PRR7 PSEN1 PSG9 PSMB10 PSMB11 PTGER4 PTK2B PTPN11 PTPN2 PTPN22 PTPN6 PTPRC PTPRJ PURA PYCARD RAB27A RAB29 RABL3 RAC2 RAG1 RAG2 RARA RASAL3 RASGRP1 RASSF5 RBPJ RBX1 RC3H1 RC3H2 RELB RHBDD3 RHOA RHOH RIF1 RIPK2 RIPK3 RIPOR2 RNF168 RNF41 RNF8 RORA RORC RPL22 RPS3 RPS6 RSAD2 RUNX1 RUNX2 RUNX3 SAMSN1 SANBR SART1 SASH3 SCGB1A1 SCRIB SDC4 SELENOK SEMA4A SFRP1 SFTPD SH2D2A SH3KBP1 SH3RF1 SHB SHH SHLD1 SHLD2 SHLD3 SIRPA SIRPB1 SIRPG SIT1 SKAP2 SLA2 SLAMF1 SLAMF6 SLAMF7 SLAMF8 SLAMF9 SLC11A1 SLC15A4 SLC25A5 SLC39A10 SLC39A6 SLC39A7 SLC46A2 SLC4A2 SLC7A1 SMAD3 SMAD7 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SNX27 SOCS1 SOCS3 SOCS5 SOCS6 SOD1 SOS1 SOS2 SOX11 SOX12 SOX13 SOX4 SP3 SPI1 SPINK5 SPN SPTA1 SRC SRF ST3GAL1 STAT3 STAT4 STAT5B STAT6 STK11 STOML2 SUPT6H SWAP70 SYK SYVN1 TACR1 TARM1 TBC1D10C TBX21 TCF3 TCF7 TCIRG1 TESPA1 TFRC TGFB1 TGFBR2 THEMIS THEMIS2 THOC1 THY1 TICAM1 TICAM2 TIGIT TIRAP TLR4 TLR9 TMEM131L TMEM98 TMIGD2 TNFAIP3 TNFAIP8L2 TNFRSF13B TNFRSF13C TNFRSF14 TNFRSF1B TNFRSF21 TNFRSF4 TNFRSF9 TNFSF11 TNFSF13 TNFSF13B TNFSF14 TNFSF18 TNFSF4 TNFSF8 TNFSF9 TNIP2 TOP2B TOX TP53 TP53BP1 TPD52 TRAC TRAF3IP2 TRAF6 TRBC1 TRBC2 TRDC TREML2 TREX1 TRGC1 TSC1 TSPAN32 TUSC2 TWSG1 TXLNA TYK2 TYRO3 TYROBP ULBP1 ULBP2 ULBP3 UNC13D UNG USP44 VAMP2 VAMP7 VAV1 VAV3 VCAM1 VNN1 VSIG4 VSIR VTCN1 WAS WDFY4 WNT1 WNT10B WNT3A WNT4 XBP1 XCL1 XRCC6 YES1 YY1 ZAP70 ZBTB1 ZBTB16 ZBTB7A ZBTB7B ZC3H12A ZC3H8 ZEB1 ZFP36L1 ZFP36L2 ZFPM1 ZMIZ1 ZNF335 ZNF683 ZP3 ZP4 GOBP_LYMPHOCYTE_ACTIVATION_INVOLVED_IN_IMMUNE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LYMPHOCYTE_ACTIVATION_INVOLVED_IN_IMMUNE_RESPONSE ABL1 ADA AICDA ANXA1 AP1G1 APBB1IP APLF ASCL2 ATAD5 ATP7A BATF BCL3 BCL6 C17orf99 CCL19 CCR6 CD180 CD19 CD1C CD244 CD28 CD40 CD40LG CD46 CD74 CD80 CD81 CD86 CDH17 CEACAM1 CLCF1 CLEC4D CLEC4E CORO1A CR1 DLL1 DOCK10 DOCK11 EIF2AK4 ENTPD7 EOMES ERCC1 EXO1 EXOSC3 EXOSC6 F2RL1 FCER1G FCGR2B FCGR3A FGL2 FOXP1 FOXP3 GAPT GATA3 GPR183 HAVCR2 HLA-DMB HLA-DRA HLA-DRB1 HLA-F HLX HMCES HMGB1 HSPD1 ICAM1 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IFNE IFNG IFNK IFNL1 IFNW1 IL10 IL12B IL12RB1 IL18 IL18R1 IL2 IL21 IL23A IL23R IL27 IL27RA IL4 IL4R IL6 IL6R IRF4 IRF8 ITFG2 ITGAL ITM2A JAK1 JAK3 JUNB KLRC2 KLRF2 KMT2A KMT5B KMT5C LAMP1 LCP1 LEF1 LFNG LGALS1 LGALS3 LGALS9 LIG4 LILRB1 LOXL3 LY9 MAD2L2 MALT1 MDK MEN1 MFNG MIR21 MLH1 MSH2 MSH6 MTOR MYB NBN NCKAP1L NDFIP1 NFKBID NFKBIZ NKG7 NKX2-3 NLRP3 NOTCH2 NSD2 PARP3 PAXIP1 PCK1 PGLYRP1 PGLYRP2 PGLYRP3 PHF14 PLCG2 PLCL2 PMS2 POU2AF1 PRKCZ PSEN1 PTGER4 PTK2B PTPRC RAB27A RAG2 RARA RC3H1 RC3H2 RELB RIF1 RIPK2 RNF168 RNF8 RORA RORC RPS6 SANBR SEMA4A SHB SHLD1 SHLD2 SHLD3 SLAMF6 SLC11A1 SLC15A4 SMAD7 SOCS3 SOCS5 SPI1 SPN ST3GAL1 STAT3 STAT4 STAT6 SUPT6H SWAP70 TBX21 TFRC TGFB1 THOC1 TLR4 TMEM98 TNFSF13 TNFSF18 TNFSF4 TP53 TP53BP1 TSC1 UNC13D UNG VAMP2 VAMP7 XBP1 ZBTB7B ZC3H12A ZFPM1 ZNF683 GOBP_LYMPHOCYTE_AGGREGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LYMPHOCYTE_AGGREGATION JAM2 MSN RAC2 STK10 ZAP70 GOBP_LYMPHOCYTE_ANERGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LYMPHOCYTE_ANERGY CBLB CD3E CLC FOXP3 HLA-B ITCH LILRB4 PHLPP1 GOBP_LYMPHOCYTE_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LYMPHOCYTE_APOPTOTIC_PROCESS ADA ADAM8 AKT1 ARG2 AURKB BAK1 BAX BCL10 BCL11B BCL2 BCL2L11 BCL3 BCL6 BIRC7 BMP4 BTK CASP7 CCL5 CD27 CD274 CD3G CD74 CHEK2 CLC CRKL DFFA DNAJA3 DOCK8 EBF4 EFNA1 FADD FAS FASLG FNIP1 FOXP1 GIMAP8 GLI3 GPAM HIF1A HSH2D IDO1 IL10 IL2 IL2RA IL7R IRS2 JAK3 KDELR1 KIFAP3 LGALS16 LGALS3 LGALS9 LIPA LMBR1L LYN MIF MIR17HG NFKBIZ NOC2L ORMDL3 P2RX7 PDCD1 PIP PKN1 PRELID1 PRKCQ PRKD2 PTCRA RAG1 RIPK1 RIPK3 RPS6 SLC39A10 SLC46A2 ST3GAL1 TNFRSF21 TP53 TRAF3IP2 TSC22D3 VHL WNT5A ZC3H8 GOBP_LYMPHOCYTE_CHEMOTAXIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LYMPHOCYTE_CHEMOTAXIS ADAM10 ADAM17 ADAM8 CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL3 CCL3L1 CCL3L3 CCL4 CCL5 CCL7 CCL8 CCR2 CH25H CKLF CX3CL1 CXCL10 CXCL11 CXCL13 CXCL16 CYP7B1 DEFA1 DEFA1B GAS6 GPR15LG GPR183 HSD3B7 KLRC4-KLRK1 KLRK1 MSMP NEDD9 OXSR1 PADI2 PIK3CD PIK3CG PLEC PTK2B S100A7 SAA1 SLC12A2 SLC8B1 STK39 TMEM102 TNFSF14 WNK1 WNT5A XCL1 XCL2 GOBP_LYMPHOCYTE_COSTIMULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LYMPHOCYTE_COSTIMULATION AKT1 CARD11 CAV1 CCL19 CCL21 CCR7 CD160 CD24 CD274 CD28 CD320 CD3E CD40LG CD5 CD80 CD81 CD86 CSK DPP4 EFNB1 EFNB2 EFNB3 FYN HHLA2 ICOS IL4 KLRC4-KLRK1 KLRK1 LCK LGALS1 LILRB2 LILRB4 LYN MAP3K8 MTOR PDCD1LG2 PDPK1 PIK3CA PTPN11 PTPN6 SPN SRC TMIGD2 TNFRSF13C TNFRSF14 TNFSF13B TNFSF14 TNFSF4 VAV1 YES1 GOBP_LYMPHOCYTE_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LYMPHOCYTE_HOMEOSTASIS ABL1 ADA AIM2 AKT1 BAK1 BAX BCL10 BCL2 BCL2L11 CAMLG CASP3 CCNB2 CD74 CHST3 CORO1A DNAJA3 DOCK10 DOCK11 FADD FAS FOXN1 FOXP3 GAPT GPAM GPR15LG GPR174 HIF1A IL2 IL20RB IL2RA IL7R JAK3 LAT LGALS2 LGALS9 LMO1 LYN MEF2C MIF MIR17HG NCKAP1L P2RX7 PACS1 PKN1 PMAIP1 PPP2CA PPP2R1A PPP2R3C PPP3CB PRDX2 RAG1 RC3H1 RC3H2 RIPK3 RPS6 SASH3 SH2B2 SIT1 SKIL SLC39A3 SLC40A1 SLC46A2 SOS1 SOS2 SPNS2 SPTA1 STAT5B TCIRG1 TNFAIP3 TNFRSF13B TNFRSF17 TNFSF13B TNFSF14 TRAF3IP2 TSC22D3 WDR37 ZC3H8 GOBP_LYMPHOCYTE_MEDIATED_IMMUNITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LYMPHOCYTE_MEDIATED_IMMUNITY AGER AHR AICDA AIRE AP1G1 APLF ARG1 ARID5A ARL8B ARRB2 ATAD5 B2M BATF BCL10 BCL3 BCL6 BTK BTN3A2 BTN3A3 C17orf99 C1QA C1QB C1QBP C1QC C1R C1RL C1S C2 C3 C4A C4B C4BPA C4BPB C5 C6 C7 C8A C8B C8G C9 CADM1 CARD9 CCR2 CCR6 CD160 CD19 CD1A CD1B CD1C CD1D CD1E CD2 CD226 CD27 CD28 CD40 CD40LG CD46 CD55 CD70 CD74 CD80 CD81 CD8A CD96 CEACAM1 CEBPG CFI CLC CLCF1 CLEC12B CLEC2A CLEC4G CLNK CLU CORO1A CR1 CR1L CR2 CRK CRTAM CSF2RB CTSC CTSH CYRIB DENND1B DUSP22 EBAG9 EMP2 ERCC1 EXO1 EXOSC3 EXOSC6 FADD FBXO38 FCER1A FCER1G FCER2 FCGR1A FCGR2B FCGR3A FOXJ1 FOXP3 FUT7 FZD5 GAPT GATA3 GFER GNL1 GZMB GZMM HAVCR2 HFE HLA-A HLA-B HLA-C HLA-DRA HLA-DRB1 HLA-DRB3 HLA-E HLA-F HLA-G HLA-H HMCES HMGB1 HPRT1 HPX HSPD1 ICAM1 IFNA2 IFNB1 IGHA1 IGHA2 IGHD IGHE IGHG1 IGHG2 IGHG3 IGHG4 IGHM IGHV1-18 IGHV1-24 IGHV1-3 IGHV1-45 IGHV1-58 IGHV1-69 IGHV1-69-2 IGHV1-69D IGHV2-26 IGHV2-5 IGHV2-70 IGHV2-70D IGHV3-11 IGHV3-13 IGHV3-15 IGHV3-16 IGHV3-20 IGHV3-21 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-35 IGHV3-38 IGHV3-43 IGHV3-48 IGHV3-49 IGHV3-53 IGHV3-64 IGHV3-64D IGHV3-66 IGHV3-7 IGHV3-72 IGHV3-73 IGHV3-74 IGHV4-28 IGHV4-31 IGHV4-34 IGHV4-39 IGHV4-4 IGHV4-59 IGHV4-61 IGHV5-10-1 IGHV5-51 IGHV6-1 IGHV7-4-1 IGHV7-81 IGHV8-51-1 IGKC IGLC1 IGLC2 IGLC3 IGLC6 IGLC7 IGLL1 IGLL5 IL10 IL12A IL12B IL12RB1 IL13RA2 IL18 IL18R1 IL18RAP IL1B IL1R1 IL2 IL20RB IL21 IL21R IL23A IL23R IL27RA IL2RB IL4 IL4I1 IL4R IL6 IL7R IL9 IL9R INPP5D IRF7 JAG1 KDM5D KIF5B KIR2DL4 KIR3DL1 KLRB1 KLRC1 KLRC2 KLRC3 KLRC4 KLRC4-KLRK1 KLRD1 KLRF2 KLRK1 KMT5B KMT5C LAG3 LAMP1 LEP LGALS9 LIG4 LILRB1 LILRB4 LTA LYST MAD2L2 MALT1 MAP3K7 MASP2 MBL2 MICA MICB MLH1 MPL MR1 MSH2 MSH6 MYD88 MYO1G NBN NCKAP1L NCR1 NCR3 NCR3LG1 NDFIP1 NECTIN2 NFKBIZ NKG7 NLRP3 NOD2 NSD2 P2RX7 PARP3 PAXIP1 PIK3R6 PLEKHM2 PMS2 PPP3CB PRDX1 PRF1 PRKCD PRKCZ PTPN6 PTPRC PVR RAB27A RAET1E RAET1G RAET1L RASGRP1 RFTN1 RIF1 RIPK3 RNF168 RNF19B RNF8 RSAD2 SANBR SASH3 SCART1 SERPINB4 SERPINB9 SERPING1 SH2D1A SH2D1B SHLD1 SHLD2 SHLD3 SLA2 SLAMF1 SLAMF6 SLAMF7 SLC15A4 SLC22A13 SMAD7 SPN STAT5B STAT6 STX7 SUPT6H SUSD4 SVEP1 SWAP70 TAP2 TBX21 TCIRG1 TFRC TGFB1 THOC1 TLR8 TNF TNFRSF1B TNFSF13 TNFSF4 TP53BP1 TRAF2 TRAF3IP2 TRAF6 TREM2 TREX1 TRPM4 TUBB TUBB4B ULBP1 ULBP2 ULBP3 UNC13D UNC93B1 UNG VAMP2 VAMP7 VAV1 WAS XCL1 ZBTB1 ZP3 GOBP_LYMPHOCYTE_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LYMPHOCYTE_MIGRATION ABL1 ABL2 ADAM10 ADAM17 ADAM8 ADTRP AIF1 AIRE AKT1 APOD APP ARTN ASCL2 CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL3 CCL3L1 CCL3L3 CCL4 CCL5 CCL7 CCL8 CCR2 CCR6 CCR7 CD200 CD200R1 CD99 CD99L2 CH25H CKLF CORO1A CRK CRKL CRTAM CX3CL1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL16 CYP7B1 DEFA1 DEFA1B DOCK8 ECM1 EXT1 F11R FADD FUT4 FUT7 GAS6 GATA3 GBA1 GCSAM GCSAML GPR15 GPR15LG GPR183 HSD3B7 ICAM1 IL27RA ITGA4 ITGAL ITGB3 ITGB7 JAM2 KLRC4-KLRK1 KLRK1 LRCH1 MADCAM1 MIA3 MSMP MSN MYO1G NEDD9 OXSR1 PADI2 PIK3CD PIK3CG PLEC PTK2B PYCARD RET RHOA RIPK3 RIPOR2 S100A7 S1PR1 SAA1 SELENOK SLC12A2 SLC8B1 SPN SPNS2 STK10 STK39 TBX21 TMEM102 TNFRSF14 TNFSF14 WASL WNK1 WNT5A XCL1 XCL2 XG ZAP70 GOBP_LYMPHOCYTE_MIGRATION_INTO_LYMPHOID_ORGANS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LYMPHOCYTE_MIGRATION_INTO_LYMPHOID_ORGANS ARTN CCR7 CRTAM EXT1 FUT4 FUT7 NEDD9 RET WNK1 GOBP_LYMPHOID_PROGENITOR_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LYMPHOID_PROGENITOR_CELL_DIFFERENTIATION ANKLE1 BATF BCL2 BMP4 FLCN FLT3 FNIP1 GATA3 HES1 HES5 KIT LIG4 NOTCH1 NUDT21 PCID2 PRKDC SHH SOS1 SOS2 SOX4 SPI1 TREX1 ZBTB1 ZNHIT1 GOBP_LYMPH_NODE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LYMPH_NODE_DEVELOPMENT CD248 CXCR5 FADD IL15 IL7R LTA LTB NKX2-3 PDPN POLB RC3H1 RC3H2 RIPK3 SPNS2 TGFB1 TNFRSF11A TOX TRAF3IP2 GOBP_LYMPH_VESSEL_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LYMPH_VESSEL_DEVELOPMENT ACVR2B ACVRL1 BMPR2 CCBE1 CLEC14A EFNB2 EPHA2 FGF2 FLT4 FOXC1 FOXC2 HEG1 KDR LGALS8 MIR9-1 NPR2 NR2F2 PDPN PKD1 PPP3CB PROX1 PTPN14 SOX18 SVEP1 SYK TBX1 TIE1 TMEM204 VASH1 VEGFA VEGFC GOBP_LYMPH_VESSEL_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LYMPH_VESSEL_MORPHOGENESIS ACVR2B ACVRL1 BMPR2 CCBE1 CLEC14A EPHA2 FGF2 FLT4 FOXC1 FOXC2 LGALS8 MIR9-1 PDPN PKD1 PPP3CB PROX1 PTPN14 SOX18 SVEP1 TIE1 VASH1 VEGFA VEGFC GOBP_LYSINE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LYSINE_METABOLIC_PROCESS AADAT AASDHPPT AASS CRYM DLST HYKK PIPOX SLC25A21 GOBP_LYSOSOMAL_LUMEN_ACIDIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LYSOSOMAL_LUMEN_ACIDIFICATION ATP6AP1 ATP6AP2 ATP6V0A1 ATP6V0B ATP6V0C ATP6V1A ATP6V1D ATP6V1F ATP6V1H CCDC115 CLN3 CLN5 CLN6 CREG1 GRN PPT1 RNASEK SNAPIN TCIRG1 TMEM106B TMEM199 TMEM9 GOBP_LYSOSOMAL_MEMBRANE_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LYSOSOMAL_MEMBRANE_ORGANIZATION ATP10B CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP5 CHMP6 CHMP7 LAPTM4B LAPTM5 GOBP_LYSOSOMAL_MICROAUTOPHAGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LYSOSOMAL_MICROAUTOPHAGY ATG13 ATG16L1 ATG2A ATG2B ATG4B ATG7 RB1CC1 SNX30 SNX7 ULK1 ULK2 ULK3 ZNF418 GOBP_LYSOSOMAL_PROTEIN_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LYSOSOMAL_PROTEIN_CATABOLIC_PROCESS ATP13A2 CCDC115 CLN3 DPP7 GBA1 LAMP2 LAPTM4B LDLR LRP1 LRP2 MARCHF2 MFSD8 MGAT3 SLC17A9 TMEM106B TMEM199 TPP1 USP8 VPS13A VPS35 GOBP_LYSOSOMAL_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LYSOSOMAL_TRANSPORT ADRB2 AKTIP ALS2 ANKFY1 AP1G1 AP3B1 AP3D1 AP3M1 AP4M1 ARL8B ARSB ASB15 ATG14 ATP13A2 BECN1 BECN2 BIN1 C9orf72 CACNG2 CACNG3 CACNG4 CACNG5 CACNG7 CACNG8 CCDC91 CDX2 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CLEC16A CLN3 CLU DENND3 DTX3L EHD3 EPG5 FHIP1B GAK GCC2 GGA3 GNPTAB GNPTG GPRASP1 GRN HGS HGSNAT HMGXB4 HOOK1 HOOK2 HOOK3 HSPA1A HSPA8 IGF2R KIF13A LAMP1 LAMP2 LAPTM5 LHCGR LIPA LRP1 LRRK2 LYSET LYST M6PR MGRN1 MTM1 MVB12A NAGPA NCOA4 NDP NEDD4 NPC1 PCDHGA3 PCSK9 PIK3C3 PIK3R4 PINK1 PLEKHF1 PLEKHF2 PLEKHM1 PRKN PSAP PXK RAB12 RAB7A RAB7B RBSN RHOB RILP SCARB2 SCYL2 SLC17A9 SLC30A2 SNAPIN SNX16 SNX27 SORL1 SORT1 SPTBN5 TGFBRAP1 TMEM106B TPCN2 TRAK1 TSG101 UBXN6 UEVLD USE1 VAMP7 VCP VIPAS39 VPS11 VPS16 VPS18 VPS33A VPS33B VPS35 VPS39 VPS41 VPS4A VPS4B VPS51 VPS52 VPS53 VPS54 WASH3P ZFYVE16 GOBP_LYTIC_VACUOLE_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_LYTIC_VACUOLE_ORGANIZATION ABCA1 ACP2 ACP3 ACP4 AKTIP AP3B1 ARL8B ARSB ATP10B ATP6AP1 ATP6AP2 ATP6V0A1 ATP6V0B ATP6V0C ATP6V1A ATP6V1D ATP6V1F ATP6V1H BECN1 CCDC115 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP5 CHMP6 CHMP7 CLN3 CLN5 CLN6 CLN8 CLVS1 CLVS2 CORO1A CREG1 FHIP1B FLCN FNIP1 GAA GBA1 GNPTAB GRN HEXA HEXB HOOK1 HOOK2 HOOK3 HPS1 HPS4 HSD17B1 IRGM LAMTOR1 LAPTM4B LAPTM5 LIPA LRRK2 LYSET MBTPS1 MCOLN1 MFSD8 MTOR MYO7A NAGLU NAGPA OCA2 P2RX7 PI4KB PIKFYVE PLA2G5 PPP3CB PPT1 RAB14 RAB20 RAB34 RAB39A RAB7A RAB7B RNASEK SCARB2 SLC45A2 SNAPIN SPG11 SPNS1 SRPX SYT7 TASL TCIRG1 TFE3 TFEB TMEM106B TMEM165 TMEM175 TMEM199 TMEM9 TPCN2 TPP1 TREX1 VIPAS39 VPS18 VPS33A VPS33B VPS35 WASHC5 ZFYVE26 ZKSCAN3 GOBP_L_ALANINE_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_L_ALANINE_TRANSMEMBRANE_TRANSPORT SLC1A4 SLC38A4 SLC38A5 SLC3A2 SLC7A8 GOBP_L_ALANINE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_L_ALANINE_TRANSPORT SFXN1 SLC1A4 SLC36A1 SLC36A2 SLC36A3 SLC36A4 SLC38A3 SLC38A4 SLC38A5 SLC3A2 SLC7A8 GOBP_L_ALPHA_AMINO_ACID_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_L_ALPHA_AMINO_ACID_TRANSMEMBRANE_TRANSPORT ACE2 ARL6IP1 ARL6IP5 ATP1A2 CLN3 CLN8 CLTRN GRM1 ITGB1 KCNJ10 NTSR1 PER2 PRAF2 PSEN1 RGS2 RGS4 SLC11A1 SLC15A4 SLC17A6 SLC17A7 SLC17A8 SLC1A1 SLC1A2 SLC1A3 SLC1A4 SLC1A5 SLC1A6 SLC1A7 SLC22A2 SLC25A12 SLC25A13 SLC25A15 SLC25A18 SLC25A2 SLC25A22 SLC25A26 SLC25A29 SLC25A38 SLC36A4 SLC38A1 SLC38A10 SLC38A11 SLC38A2 SLC38A3 SLC38A4 SLC38A5 SLC38A6 SLC38A8 SLC38A9 SLC3A1 SLC3A2 SLC43A1 SLC43A2 SLC47A1 SLC66A1 SLC66A1L SLC6A20 SLC6A5 SLC6A9 SLC7A1 SLC7A10 SLC7A11 SLC7A13 SLC7A2 SLC7A3 SLC7A5 SLC7A6 SLC7A7 SLC7A8 TNF UCP2 GOBP_L_AMINO_ACID_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_L_AMINO_ACID_TRANSPORT ABCC8 ACE2 ARL6IP1 ARL6IP5 ATP1A2 CLN3 CLN8 CLTRN CTNS DTNBP1 GNAT2 GRM1 ITGB1 KCNJ10 KCNJ8 KMO NF1 NTSR1 PER2 PRAF2 PSEN1 RAB3GAP1 RGS2 RGS4 SERINC3 SERINC5 SFXN1 SLC11A1 SLC15A4 SLC17A6 SLC17A7 SLC17A8 SLC1A1 SLC1A2 SLC1A3 SLC1A4 SLC1A5 SLC1A6 SLC1A7 SLC22A2 SLC25A12 SLC25A13 SLC25A15 SLC25A18 SLC25A2 SLC25A22 SLC25A26 SLC25A29 SLC25A38 SLC32A1 SLC36A1 SLC36A2 SLC36A3 SLC36A4 SLC38A1 SLC38A10 SLC38A11 SLC38A2 SLC38A3 SLC38A4 SLC38A5 SLC38A6 SLC38A8 SLC38A9 SLC3A1 SLC3A2 SLC43A1 SLC43A2 SLC47A1 SLC66A1 SLC66A1L SLC6A17 SLC6A20 SLC6A5 SLC6A9 SLC7A1 SLC7A10 SLC7A11 SLC7A13 SLC7A2 SLC7A3 SLC7A5 SLC7A6 SLC7A7 SLC7A8 SLC7A9 STXBP1 TNF UCP2 VPS54 GOBP_L_ARGININE_IMPORT_ACROSS_PLASMA_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_L_ARGININE_IMPORT_ACROSS_PLASMA_MEMBRANE SLC22A2 SLC47A1 SLC7A1 SLC7A2 SLC7A3 GOBP_L_ARGININE_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_L_ARGININE_TRANSMEMBRANE_TRANSPORT CLN3 SLC11A1 SLC22A2 SLC25A15 SLC25A2 SLC25A29 SLC38A4 SLC38A9 SLC47A1 SLC66A1 SLC7A1 SLC7A2 SLC7A3 SLC7A6 SLC7A7 GOBP_L_ASCORBIC_ACID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_L_ASCORBIC_ACID_METABOLIC_PROCESS AKR1A1 AKR1B1 GCLC GSTO1 GSTO2 RGN SLC23A1 SLC23A2 SLC2A1 SLC2A3 GOBP_L_ASPARTATE_IMPORT_ACROSS_PLASMA_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_L_ASPARTATE_IMPORT_ACROSS_PLASMA_MEMBRANE SLC1A1 SLC1A2 SLC1A3 SLC1A4 SLC1A5 SLC1A6 GOBP_L_ASPARTATE_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_L_ASPARTATE_TRANSMEMBRANE_TRANSPORT SLC1A1 SLC1A2 SLC1A3 SLC1A4 SLC1A5 SLC1A6 SLC25A12 SLC25A13 SLC25A18 SLC25A22 UCP2 GOBP_L_CYSTEINE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_L_CYSTEINE_METABOLIC_PROCESS AGXT CBS CDO1 CSAD ENSG00000274276 GOBP_L_CYSTINE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_L_CYSTINE_TRANSPORT CTNS SLC1A4 SLC3A1 SLC7A11 SLC7A13 SLC7A9 GOBP_L_GLUTAMATE_IMPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_L_GLUTAMATE_IMPORT ABCC8 ARL6IP1 ARL6IP5 ATP1A2 CLN8 DTNBP1 GNAT2 GRM1 ITGB1 KCNJ10 KCNJ8 KMO NF1 NTSR1 PER2 PRAF2 PSEN1 RAB3GAP1 SLC17A6 SLC17A7 SLC17A8 SLC1A1 SLC1A2 SLC1A3 SLC1A4 SLC1A6 SLC1A7 SLC25A12 SLC25A13 SLC25A18 SLC25A22 SLC38A2 SLC38A6 SLC3A1 SLC7A11 SLC7A13 STXBP1 TNF VPS54 GOBP_L_GLUTAMATE_IMPORT_ACROSS_PLASMA_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_L_GLUTAMATE_IMPORT_ACROSS_PLASMA_MEMBRANE ARL6IP1 ARL6IP5 ATP1A2 CLN8 GRM1 ITGB1 KCNJ10 NTSR1 PER2 PSEN1 SLC17A8 SLC1A1 SLC1A2 SLC1A3 SLC1A6 SLC7A11 TNF GOBP_L_GLUTAMATE_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_L_GLUTAMATE_TRANSMEMBRANE_TRANSPORT ARL6IP1 ARL6IP5 ATP1A2 CLN8 GRM1 ITGB1 KCNJ10 NTSR1 PER2 PRAF2 PSEN1 SLC17A6 SLC17A7 SLC17A8 SLC1A1 SLC1A2 SLC1A3 SLC1A4 SLC1A6 SLC1A7 SLC25A12 SLC25A13 SLC25A18 SLC25A22 SLC38A6 SLC3A1 SLC7A11 SLC7A13 TNF GOBP_L_GLUTAMINE_IMPORT_ACROSS_PLASMA_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_L_GLUTAMINE_IMPORT_ACROSS_PLASMA_MEMBRANE SLC1A5 SLC38A1 SLC38A2 SLC38A3 SLC38A5 GOBP_L_HISTIDINE_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_L_HISTIDINE_TRANSMEMBRANE_TRANSPORT SLC15A4 SLC25A29 SLC38A3 SLC38A5 SLC7A1 GOBP_L_KYNURENINE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_L_KYNURENINE_METABOLIC_PROCESS AADAT ALDH8A1 GOT2 KMO KYAT1 KYAT3 KYNU GOBP_L_LYSINE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_L_LYSINE_TRANSPORT SLC25A15 SLC25A2 SLC25A29 SLC66A1 SLC66A1L SLC7A1 SLC7A2 SLC7A3 SLC7A6 GOBP_L_METHIONINE_SALVAGE_FROM_METHYLTHIOADENOSINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_L_METHIONINE_SALVAGE_FROM_METHYLTHIOADENOSINE ADI1 APIP ENOPH1 MRI1 MTAP GOBP_L_PHENYLALANINE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_L_PHENYLALANINE_METABOLIC_PROCESS FAH GSTZ1 HGD HPD IL4I1 PAH QDPR TAT GOBP_L_PROLINE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_L_PROLINE_BIOSYNTHETIC_PROCESS ALDH18A1 NOXRED1 OAT PYCR1 PYCR2 PYCR3 GOBP_L_SERINE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_L_SERINE_BIOSYNTHETIC_PROCESS PHGDH PSAT1 PSPH SERINC3 SERINC5 GOBP_L_SERINE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_L_SERINE_CATABOLIC_PROCESS CBS ENSG00000274276 SDS SDSL SHMT1 SHMT2 GOBP_L_SERINE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_L_SERINE_METABOLIC_PROCESS AGXT CBS ENSG00000274276 PHGDH PSAT1 PSPH SDS SDSL SERINC3 SERINC5 SHMT1 SHMT2 SRR GOBP_L_SERINE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_L_SERINE_TRANSPORT SERINC3 SERINC5 SFXN1 SLC1A4 SLC1A5 SLC38A2 SLC38A5 SLC7A10 GOBP_MACROAUTOPHAGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MACROAUTOPHAGY ACBD5 ADCY10 ADRB2 AKT1 AMBRA1 AP4M1 ARFIP2 ARL8B ATG10 ATG101 ATG12 ATG13 ATG14 ATG16L1 ATG16L2 ATG2A ATG2B ATG3 ATG4A ATG4B ATG4C ATG4D ATG5 ATG7 ATG9A ATG9B ATM ATP13A2 ATP2A2 ATP6V0A1 ATP6V0A2 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1C2 ATP6V1D ATP6V1E1 ATP6V1E2 ATP6V1G1 ATP6V1G2 ATP6V1H AUP1 BAG3 BECN1 BECN2 BNIP3 BNIP3L C9orf72 CALCOCO2 CALM1 CALR CAPN1 CAPNS1 CASP3 CDC37 CDK5 CDK5R1 CERS1 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CLEC16A CLN3 CRY1 CTSD DCN DDRGK1 DNAJC16 EFNB1 EHMT2 EI24 ELAPOR1 EMC6 EPG5 EPHB2 EPM2A ERN1 EXOC1 EXOC4 EXOC7 EXOC8 FEZ1 FEZ2 FYCO1 GAA GABARAP GABARAPL1 GABARAPL2 GABARAPL3 GAPDH GBA1 GNAI3 GPSM1 HDAC10 HDAC6 HGS HIF1A HMOX1 HSPB8 HTRA2 HTT HUWE1 IFT20 IFT88 IKBKG IL4 ILRUN IRGM KDR KLHL3 LACRT LAMP2 LARP1 LGALS8 LIX1 LIX1L LRBA LRRK2 LRSAM1 LZTS1 MAP1LC3A MAP1LC3B MAP1LC3B2 MAP1LC3C MAP3K7 MAPK3 MAPK8 MCOLN1 MFN2 MFSD8 MOAP1 MTM1 MTMR14 MTMR3 MTMR8 MTOR MVB12A NBR1 NEDD4 NOD1 NOD2 NPC1 NRBP2 NSFL1C NUPR1 OGT OPTN PACS2 PAFAH1B2 PDCD6IP PEX2 PEX5 PGAM5 PHB2 PHF23 PIK3C2B PIK3C3 PIK3CA PIK3R4 PIKFYVE PIM2 PINK1 PIP4K2A PIP4K2B PIP4K2C PJVK PLAA PLEKHM1 POLDIP2 PRKAA2 PRKACA PRKN PSEN1 QSOX1 RAB19 RAB1A RAB1B RAB1C RAB23 RAB33B RAB3GAP1 RAB3GAP2 RAB43 RAB5A RAB7A RALB RB1CC1 RETREG1 RETREG2 RETREG3 RHEB RIMOC1 RIPK2 RNF186 RNF213 RNF31 RNF41 RNF5 RUBCN RUBCNL RUFY4 SCFD1 SCOC SEC22B SESN1 SESN2 SESN3 SH3GLB1 SIRT1 SLC25A4 SLC25A5 SMCR8 SMURF1 SNAP29 SNAPIN SNF8 SNX14 SNX18 SNX30 SNX32 SNX4 SNX5 SNX6 SNX7 SPATA33 SPG11 SPTLC1 SPTLC2 SQSTM1 SRC STAM STAM2 STBD1 STING1 STK3 STX12 STX17 SUPT5H TAFAZZIN TBC1D12 TBC1D14 TBC1D25 TBC1D5 TBK1 TCIRG1 TECPR1 TEX264 TGFB1 TIGAR TMEM39A TMEM41B TMEM74 TOM1 TOMM7 TP53 TP53INP1 TP53INP2 TRAF6 TRIM13 TSC1 TSC2 TSG101 UBA5 UBQLN1 UBQLN2 UBQLN4 UBXN2A UBXN2B UBXN6 UCHL1 UFC1 UFL1 UFM1 ULK1 ULK2 ULK3 USP30 USP36 UVRAG VAMP7 VAMP8 VCP VDAC1 VHL VIPAS39 VMP1 VPS13C VPS13D VPS16 VPS25 VPS26A VPS26B VPS28 VPS33A VPS33B VPS35 VPS36 VPS37A VPS37B VPS37C VPS37D VPS39 VPS41 VPS4A VPS4B VTA1 VTI1A VTI1B WAC WDFY3 WDR24 WDR45 WDR45B WDR81 WIPI1 WIPI2 YOD1 ZFYVE1 ZFYVE26 GOBP_MACROMOLECULE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MACROMOLECULE_CATABOLIC_PROCESS A1CF ABCA2 ABHD10 ABHD17A ABHD17B ABHD17C ACR ADAM10 ADAM8 ADAM9 ADAMTS12 ADAMTS13 ADAMTS7 ADCY10 ADGRB1 ADRA2A ADRM1 AFG1L AGAP2 AGAP3 AGBL4 AGL AGO1 AGO2 AGO3 AGO4 AGTPBP1 AIFM1 AKIRIN2 AKT1 ALAD ALKBH5 AMBRA1 AMER1 AMFR AMN1 ANAPC1 ANAPC10 ANAPC11 ANAPC13 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 ANG ANGEL2 ANKIB1 ANKRD9 ANKZF1 ANXA2 AOAH APAF1 APC APC2 APEX1 APOB APOBEC1 APOE APPBP2 AQP11 ARAF AREL1 ARIH1 ARIH2 ARMC8 ARRB1 ARRB2 ARRDC1 ASB11 ASB2 ASB5 ASB9 ASCC2 ASCC3 ATE1 ATF6 ATG5 ATG7 ATM ATP13A2 ATP5IF1 ATRAID ATXN3 AUP1 AURKA AXIN1 AXIN2 AZIN1 AZIN2 BAG2 BAG3 BAG5 BAG6 BANP BAP1 BARD1 BAX BBS7 BCAP31 BECN1 BECN2 BFAR BIRC2 BMAL1 BNIP3 BNIP3L BOLL BRSK2 BTG2 BTK BTRC C17orf97 C18orf25 C4BPA C4BPB CACNG7 CACUL1 CALCR CALR CALR3 CAMLG CANX CAPN1 CAPN2 CAPN3 CAPRIN1 CARHSP1 CASC3 CASP3 CASP7 CASP8 CAV1 CAV3 CBFA2T3 CBL CBLB CBLC CCAR1 CCAR2 CCDC115 CCDC22 CCDC47 CCNF CD44 CD81 CDC16 CDC20 CDC20B CDC23 CDC26 CDC27 CDC34 CDH1 CDK2 CDK5 CDK5RAP3 CDKN1B CEACAM1 CEBPA CECR2 CELA1 CELA2A CELF1 CEMIP CEMIP2 CENATAC CHEK2 CHFR CHI3L1 CHI3L2 CHIA CHIT1 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CIDEA CIRBP CLGN CLN3 CLN5 CLN6 CLN8 CLOCK CLPP CLPX CLU CMA1 CNOT1 CNOT10 CNOT11 CNOT2 CNOT3 CNOT4 CNOT6 CNOT6L CNOT7 CNOT8 CNOT9 COMMD1 COP1 COPS3 CPA1 CPA2 CPB2 CPEB3 CPN1 CRBN CSDC2 CSDE1 CSNK1A1 CSNK1D CSNK1E CSNK2A1 CSNK2A2 CST3 CTBS CTIF CTNNB1 CTRL CTSA CTSB CTSC CTSD CTSF CTSH CTSK CTSL CTSO CTSS CTSV CTSW CTSZ CUL1 CUL2 CUL3 CUL4A CUL4B CUL5 CUL7 CUL9 CYP51A1 DAB2 DAB2IP DACT1 DAZ1 DAZ2 DAZ3 DAZ4 DAZL DCAF1 DCAF11 DCAF12 DCAF13 DCP1A DCP1B DCP2 DCPS DCST1 DDA1 DDB1 DDI1 DDI2 DDIT3 DDRGK1 DDX49 DDX5 DEDD DEDD2 DENND3 DERL1 DERL2 DERL3 DESI1 DET1 DFFA DFFB DHX34 DHX36 DHX9 DICER1 DIS3 DIS3L DIS3L2 DISC1 DKC1 DMAC2 DNA2 DNAAF4 DNAJB12 DNAJB2 DNAJB9 DNAJC10 DNAJC3 DNASE1 DNASE1L1 DNASE1L2 DNASE1L3 DNASE2 DNASE2B DND1 DNM3OS DPP3 DPP7 DTL DTX3L DTX4 DVL1 DXO E2F1 ECPAS ECRG4 ECSCR EDC3 EDC4 EDEM1 EDEM2 EDEM3 EEF1A1 EEF1A2 EFNA1 EGF EGFR EGLN2 EIF3E EIF3H EIF4A3 EIF4ENIF1 ELAC2 ELANE ELAVL1 ELAVL4 ELOB ELOC ENC1 ENDOG EPHA4 ERCC8 ERI1 ERLEC1 ERLIN1 ERLIN2 ERN1 ERN2 ETF1 EXOG EXOSC1 EXOSC10 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 EXT1 EZR F8A1 F8A2 F8A3 FAF1 FAF2 FAM83D FAM8A1 FAP FASTK FASTKD1 FASTKD2 FASTKD3 FASTKD5 FBH1 FBXL12 FBXL13 FBXL14 FBXL15 FBXL16 FBXL17 FBXL18 FBXL19 FBXL2 FBXL20 FBXL21P FBXL22 FBXL3 FBXL4 FBXL5 FBXL6 FBXL7 FBXL8 FBXO10 FBXO11 FBXO17 FBXO2 FBXO21 FBXO22 FBXO27 FBXO3 FBXO31 FBXO33 FBXO38 FBXO39 FBXO4 FBXO44 FBXO45 FBXO48 FBXO6 FBXO7 FBXO8 FBXO9 FBXW11 FBXW4 FBXW5 FBXW7 FBXW8 FEM1A FEM1B FEM1C FEN1 FGF2 FHIT FLNA FMN2 FMR1 FOXF2 FOXL2 FOXO1 FOXRED2 FTO FUCA1 FURIN FUS FXR1 FXR2 FYN FZR1 G6PC1 GAA GABARAP GABARAPL1 GABARAPL2 GAS5 GBA1 GCLC GDNF GET4 GFAP GGA1 GGA3 GID4 GID8 GIGYF2 GIPC1 GLB1 GLMN GNA12 GNS GPC1 GPC3 GPLD1 GPRASP1 GPX1 GRIN2A GRIN2C GRSF1 GSK3A GSK3B GSPT1 GSPT2 GTPBP1 GUSB GZMA GZMB HACE1 HAMP HBS1L HDAC6 HECTD1 HECTD3 HERC2 HERC3 HERC4 HERC5 HERC6 HERPUD1 HEXA HEXB HFE HGS HGSNAT HIPK2 HM13 HMGCR HMMR HNRNPA0 HNRNPAB HNRNPC HNRNPD HNRNPR HNRNPU HPSE HSF1 HSP90AA1 HSP90AB1 HSP90B1 HSPA1A HSPA1B HSPA5 HSPA8 HSPBP1 HTRA2 HYAL1 HYAL2 HYAL3 HYAL4 IDE IDS IDUA IER3 IFI27 IFNG IGF2BP1 IGF2BP2 IGF2BP3 IKBKE IKBKG IL10 IL17RA IL1B IL33 IL6 INS IRAK3 IREB2 ISG15 ISG20 ITCH JKAMP KAT5 KBTBD6 KBTBD7 KCNE2 KCNQ1OT1 KCTD10 KCTD13 KCTD17 KCTD2 KCTD21 KCTD5 KCTD6 KEAP1 KHSRP KIF14 KIF16B KLHDC1 KLHDC10 KLHDC2 KLHDC3 KLHL15 KLHL20 KLHL22 KLHL25 KLHL3 KLHL40 KLHL42 KLHL8 L3MBTL3 LAMP2 LAMP3 LAPTM4B LAPTM5 LARP1 LARP1B LARP4B LATS1 LDLR LGMN LIN28A LIN28B LIPA LNPEP LNX1 LONP1 LONP2 LPCAT1 LRIG2 LRP1 LRP2 LRPPRC LRRK2 LRSAM1 LSM1 LSM2 LSM4 LSM5 LSM6 LSM7 LTN1 LYG1 LYG2 LYPLA1 LYPLA2 LYPLAL1 LYVE1 MAD2L1 MAD2L2 MAEA MAGEA2 MAGEA2B MAGEC2 MAGEF1 MAGOH MAGOHB MALT1 MAN1A1 MAN1A2 MAN1B1 MAN1C1 MANBA MAP1A MAPK14 MAPK9 MAPKAPK2 MARCHF2 MARCHF6 MARCHF7 MARVELD3 MDM2 MDM4 MEIOC METTL1 METTL14 METTL16 METTL3 MEX3D MFSD8 MGAM MGAT3 MIB1 MIR1-1 MIR100 MIR103B1 MIR106A MIR125A MIR125B1 MIR128-1 MIR130A MIR133A1 MIR135B MIR137 MIR140 MIR145 MIR146A MIR149 MIR151A MIR181A2 MIR181B1 MIR185 MIR18A MIR190B MIR191 MIR192 MIR195 MIR206 MIR20A MIR210 MIR212 MIR214 MIR223 MIR23A MIR24-1 MIR26B MIR27A MIR302A MIR302C MIR30B MIR326 MIR342 MIR373 MIR423 MIR4286 MIR485 MIR486-1 MIR491 MIR497 MIR517A MIR517C MIR520C MIR543 MIR562 MIR564 MIR608 MIR625 MIR655 MIR663A MIR665 MIR885 MIR9-1 MIR93 MIR96 MIR98 MIRLET7A1 MIRLET7B MIRLET7E MKRN2 MLH1 MME MMP12 MMP2 MMP20 MOV10 MRTO4 MSN MTA1 MTM1 MTMR2 MTOR MTPAP MTREX MUS81 MVB12A MVB12B MYCBP2 MYD88 MYLIP N4BP1 NAE1 NAF1 NAGLU NANOS1 NANOS2 NANOS3 NBAS NBDY NCBP1 NCBP2 NCCRP1 NDFIP1 NDFIP2 NDUFA13 NEAT1 NEDD4 NEDD4L NEDD8 NELL1 NEMF NEU2 NEU4 NFE2L2 NGLY1 NHLRC1 NHLRC3 NKD1 NKD2 NMNAT1 NOCT NOP53 NOS2 NOTCH1 NOTUM NPLOC4 NPM1 NQO1 NR1D1 NRDC NRDE2 NSF NSFL1C NSUN2 NT5C3B NTAN1 NUB1 NUDT12 NUDT15 NUDT16 NUDT16L1 NUPR1 OAS2 OAZ1 OAZ2 OAZ3 ODC1 OGA OGT OIP5-AS1 OMA1 OPHN1 OS9 OSBPL7 OTUD7A OTUD7B OVGP1 P2RX7 PABIR1 PABPC1 PABPC4 PABPN1L PACSIN3 PAIP1 PAN2 PAN3 PANO1 PAPPA PARK7 PARN PATL1 PATL2 PBK PCBP2 PCBP4 PCID2 PCNP PCSK9 PCYOX1 PCYOX1L PDCD6IP PDCL3 PDE12 PDLIM2 PELI1 PELO PEX10 PEX12 PFKM PGLYRP1 PGLYRP2 PGLYRP3 PGLYRP4 PGM2 PGPEP1 PHAX PHB1 PHF20L1 PHKG2 PIAS1 PIK3R4 PIN1 PINK1 PISD PITHD1 PJA1 PJA2 PKD1 PKP1 PKP3 PLAA PLEKHN1 PLK1 PLK2 PLK3 PMAIP1 PML PNLDC1 PNPT1 PNRC1 PNRC2 POLR2G POP1 PPP1CA PPP1CB PPP1R11 PPP1R3B PPP1R3D PPP1R8 PPP2CB PPP2R5C PPT1 PRAME PRAMEF6 PRAMEF9 PRICKLE1 PRKACA PRKCA PRKCD PRKCG PRKN PRMT6 PRPF19 PRR5L PRSS16 PSEN1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME3IP1 PSME4 PSMF1 PTEN PTK2 PTK2B PTPN1 PTPN23 PTPN3 PUM1 PUM2 PYGB PYGL PYGM PYHIN1 PYM1 QRICH2 RAB12 RAB7A RACK1 RAD23A RAD23B RB1CC1 RBBP6 RBCK1 RBM10 RBM24 RBM46 RBM47 RBM7 RBM8A RBX1 RC3H1 RC3H2 RCHY1 RCN3 RDX RELA REXO4 RFFL RFPL1 RGMA RGN RGP1 RHBDD1 RHBDD2 RHBDD3 RHBDF1 RHOBTB3 RIC1 RIDA RILP RIPK1 RLIM RMND5A RMND5B RNASE2 RNASE3 RNASE6 RNASEH1 RNASEH2A RNASEH2B RNASEH2C RNASEL RNASET2 RNF10 RNF103 RNF11 RNF111 RNF114 RNF115 RNF121 RNF122 RNF123 RNF125 RNF126 RNF128 RNF13 RNF130 RNF133 RNF139 RNF14 RNF144A RNF144B RNF146 RNF148 RNF149 RNF150 RNF165 RNF166 RNF167 RNF168 RNF175 RNF180 RNF185 RNF186 RNF187 RNF19A RNF19B RNF20 RNF213 RNF215 RNF216 RNF217 RNF25 RNF26 RNF34 RNF4 RNF40 RNF41 RNF43 RNF5 RNF6 RNF7 RNF8 RNFT1 RNFT2 RNH1 RNPS1 ROCK1 ROCK2 RPGR RPL11 RPL23 RPL5 RPS27A RPS7 RSPRY1 RYBP SAMD4A SAMD4B SCGB1A1 SDF2L1 SEC22B SEC61B SECISBP2 SEL1L SEL1L2 SELENOS SERBP1 SERPINB12 SERPINE2 SETMAR SF3B3 SGSH SGSM3 SGTA SH3BGRL SH3D19 SH3GLB1 SH3RF1 SH3RF2 SH3RF3 SHARPIN SHH SIAH1 SIAH2 SIAH3 SIDT2 SIRT1 SIRT2 SIRT6 SKIC2 SKIC3 SKIC8 SKP1 SKP2 SLC11A1 SLC16A3 SLC17A9 SLC6A17 SLC6A7 SLFN12 SLFN13 SLFN14 SLIRP SMAD3 SMAD4 SMAD7 SMARCC1 SMG1 SMG5 SMG6 SMG7 SMG8 SMG9 SMURF1 SMURF2 SNCA SND1 SNF8 SNRNP70 SNX12 SNX25 SNX3 SNX33 SNX5 SNX9 SOCS4 SOCS5 SOCS6 SORL1 SOX17 SOX9 SPAM1 SPATA18 SPOP SPOPL SPSB1 SPSB2 SPSB3 SPSB4 SQSTM1 SSB ST14 ST20 STAB2 STAM STAM2 STBD1 STT3B STUB1 STX5 STYX SUFU SUMO1 SUMO2 SUPV3L1 SVIP SYNCRIP SYVN1 TAF1 TAF15 TAF9 TARDBP TBL1X TBL1XR1 TBRG4 TBX21 TCIRG1 TENT2 TENT4A TENT4B TENT5A TENT5B TENT5C TENT5D TGFB1 TGFB1I1 THRAP3 TIMP1 TIMP2 TIMP3 TIMP4 TIPARP TIRAP TLK2 TMEM106B TMEM129 TMEM132A TMEM168 TMEM199 TMEM259 TMEM67 TMEM9 TMF1 TMTC3 TMUB1 TMUB2 TNF TNFAIP1 TNFAIP3 TNFRSF1B TNFSF12 TNKS1BP1 TNRC6A TNRC6B TNRC6C TOB1 TOLLIP TOM1L1 TOPORS TOR1A TP53INP2 TPP1 TRAF2 TRAF3IP2 TRAF4 TRAF5 TRAF7 TRDMT1 TREM2 TREX1 TRIB1 TRIB2 TRIB3 TRIM13 TRIM2 TRIM21 TRIM24 TRIM25 TRIM3 TRIM31 TRIM32 TRIM38 TRIM39 TRIM40 TRIM45 TRIM58 TRIM67 TRIM71 TRIM72 TRIM9 TRIP12 TRIP4 TRIR TRNT1 TRPC4AP TSG101 TTC3 TTC36 TTC5 TUT1 TUT4 TUT7 UBA1 UBA52 UBA6 UBA7 UBAC2 UBAP1 UBAP1L UBB UBC UBD UBE2A UBE2B UBE2C UBE2D1 UBE2D2 UBE2D3 UBE2D4 UBE2E1 UBE2G1 UBE2G2 UBE2H UBE2I UBE2J1 UBE2J2 UBE2K UBE2L3 UBE2L5 UBE2L6 UBE2N UBE2R2 UBE2S UBE2W UBE2Z UBE3A UBE3B UBE3C UBE3D UBE4A UBE4B UBL4A UBL7 UBQLN1 UBQLN2 UBQLN3 UBQLN4 UBQLNL UBR1 UBR2 UBR3 UBR4 UBXN1 UBXN10 UBXN11 UBXN2A UBXN2B UBXN4 UBXN6 UBXN7 UBXN8 UCHL1 UCHL3 UCHL5 UFD1 UFL1 UGGT1 UGGT2 UHRF1 UMOD UPF1 UPF2 UPF3A UPF3B USE1 USP13 USP14 USP17L24 USP17L6P USP19 USP25 USP26 USP28 USP33 USP38 USP44 USP5 USP7 USP8 USP9X UTP25 UVRAG VCP VGLL4 VHL VIM VIP VPS11 VPS13A VPS25 VPS28 VPS35 VPS36 VPS37A VPS37B VPS37C VPS37D VPS4A VPS4B VPS54 WAC WDR26 WDR77 WDR81 WDR82 WDR91 WFS1 WNT1 WNT10B WNT5A WWP1 WWP2 WWTR1 XBP1 XIST XPO1 XRN1 XRN2 YBX1 YBX3 YME1L1 YOD1 YTHDF1 YTHDF2 YTHDF3 ZAR1 ZC3H12A ZC3H12D ZC3H14 ZC3H18 ZC3H4 ZC3HAV1 ZCCHC17 ZCCHC7 ZCCHC8 ZDHHC2 ZER1 ZFAND2A ZFAND2B ZFP36 ZFP36L1 ZFP36L2 ZHX2 ZMPSTE24 ZNF418 ZNF598 ZNRF1 ZNRF2 ZNRF3 ZNRF4 ZPR1 ZRANB1 ZSWIM8 ZYG11B GOBP_MACROMOLECULE_DEACYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MACROMOLECULE_DEACYLATION ABHD10 ABHD12 ABHD13 ABHD17A ABHD17B ABHD17C BAZ2A BEX4 BRMS1 CCAR2 DR1 DYRK1A EP300 FLNA FNTA FRY HDAC1 HDAC10 HDAC11 HDAC2 HDAC3 HDAC4 HDAC6 HDAC7 HDAC8 HDAC9 IFNG KAT14 KAT2A KAT2B LYPLA1 LYPLA2 LYPLAL1 MAPT MBIP MIER1 MIER2 MIR182 MTA1 MTA2 MTA3 NDN NEK3 NNMT NOTUM PPT1 PPT2 PRKAA1 PRKAA2 RBBP4 RBBP7 RRP8 SGF29 SIRT1 SIRT2 SIRT3 SIRT4 SIRT5 SIRT6 SIRT7 SMARCA5 SPRED1 SPRED2 SUV39H1 TADA2A TADA3 TPPP WDR5 YEATS2 ZZZ3 GOBP_MACROMOLECULE_DEPALMITOYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MACROMOLECULE_DEPALMITOYLATION ABHD10 ABHD12 ABHD13 ABHD17A ABHD17B ABHD17C LYPLA1 LYPLA2 LYPLAL1 PPT1 PPT2 GOBP_MACROMOLECULE_METHYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MACROMOLECULE_METHYLATION AKT1 ALKBH8 ANTKMT ARID4A ARID4B ASH1L ASH2L ATF7IP ATPSCKMT ATRX AUTS2 BAZ2A BCDIN3D BEND3 BHMT BMI1 BUD23 CARM1 CBLL1 CMTR1 CMTR2 CSKMT CTCF DALRD3 DIMT1 DNMT1 DNMT3A DNMT3B DNMT3L DOT1L EEF1AKMT1 EEF1AKMT2 EEF1AKMT3 EEF2KMT EHMT1 EHMT2 EMG1 EOMES ETF1 ETFBKMT EZH2 FAM86B1 FAM86B2 FAM98A FAM98B FBL FBLL1 FDXACB1 FOS FTSJ1 FTSJ3 GATAD2A GCG GRHL2 GSPT1 GTPBP3 HCFC1 HELLS HEMK1 HENMT1 HSD17B10 ICMT KANSL1 KANSL2 KANSL3 KAT8 KMT2A KMT2B KMT2E KMT5A LARP7 LCMT1 LCMT2 MAPT-AS1 MBD1 MBD2 MBD3 MCRS1 MECP2 MEPCE METTL1 METTL14 METTL15 METTL15P1 METTL16 METTL18 METTL21A METTL21C METTL21EP METTL22 METTL25B METTL2A METTL2B METTL3 METTL4 METTL5 METTL6 METTL7A METTL8 MGMT MIR29A MIR29B1 MIR29C MIS18A MPHOSPH8 MRM1 MRM2 MRM3 MTA2 MTO1 MTRR N6AMT1 NDUFAF7 NELFA NELFE NOP2 NSUN2 NSUN3 NSUN4 NSUN5 NSUN5P1 NSUN5P2 NSUN6 NTMT1 NTMT2 OGT PARP1 PAX6 PCIF1 PCMT1 PHF20 PPM1D PRDM12 PRDM14 PRMT1 PRMT2 PRMT5 PRMT6 PRMT7 PRMT8 RAB6A RAMAC RAMACL RBBP5 RBM15 RBM15B RLF RNMT SETBP1 SETD1A SETD1B SETD2 SETD3 SETD4 SETD6 SETD7 SETDB1 SETDB2 SLC25A26 SMARCA5 SMYD1 SMYD2 SMYD3 SNRPB SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SPOCD1 STPG4 TARBP1 TFB1M TFB2M TGS1 THADA THUMPD2 THUMPD3 TRDMT1 TRMO TRMT1 TRMT10A TRMT10B TRMT10C TRMT11 TRMT112 TRMT12 TRMT13 TRMT1L TRMT2A TRMT2B TRMT44 TRMT5 TRMT6 TRMT61A TRMT61B TRMT9B TYW3 VCPKMT VIRMA WDR4 WDR5 WDR5B WDR6 WT1 WTAP ZC3H13 ZCCHC4 ZMPSTE24 GOBP_MACROPHAGE_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MACROPHAGE_ACTIVATION ADGRF5 AGER AIF1 APP ATM AZU1 BPI C1QA C5AR1 CCL3 CD200 CD74 CD84 CD93 CEBPA CLU CRTC3 CST7 CTSC CX3CL1 CX3CR1 DYSF EDN2 FCER2 FCGR2B FCGR3A FOXP1 GPR137B GRN HAMP HAVCR2 HSPD1 IFI35 IFNG IFNGR1 IFNGR2 IL10 IL13 IL1RL1 IL31RA IL33 IL4 IL4R IL6 IRGM ITGAM ITGB2 JAK2 JMJD6 KARS1 KCNJ8 LBP LDLR LRFN5 LRRK2 MAPT MFHAS1 MIF MIR128-1 MIR130A MIR142 MIR145 MIR181C MMP8 MYO18A NAGLU NMI NR1D1 NR1H3 PJA2 PLA2G10 PLA2G3 PLA2G4A PLCG2 PRKCE PTPRC RORA SBNO2 SHPK SLC11A1 SNCA SPACA3 SPHK1 STAP1 STK39 SUCNR1 SYK SYT11 TAFA3 THBS1 TICAM1 TLR1 TLR2 TLR3 TLR4 TLR6 TLR9 TMEM106A TMEM229B TNF TNIP2 TREM2 TREX1 TRPV1 TTBK1 TYROBP VSIG4 WNK4 WNT5A ZC3H12A GOBP_MACROPHAGE_ACTIVATION_INVOLVED_IN_IMMUNE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MACROPHAGE_ACTIVATION_INVOLVED_IN_IMMUNE_RESPONSE CX3CR1 DYSF GRN HAVCR2 IFI35 IFNG IL33 LBP NMI PLCG2 PRKCE SBNO2 SUCNR1 SYK TICAM1 TNF TREM2 TREX1 TYROBP GOBP_MACROPHAGE_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MACROPHAGE_APOPTOTIC_PROCESS CCR5 CDKN2A CTSL GHSR IRF3 IRF7 MEF2C MIAT MIRLET7B NOD2 PLEKHO2 SELENOS SIRT1 ST6GAL1 GOBP_MACROPHAGE_CHEMOTAXIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MACROPHAGE_CHEMOTAXIS AKIRIN1 AZU1 C3AR1 C5 C5AR1 CCL2 CCL3 CCL5 CKLF CMKLR1 CSF1 CSF1R CXCL17 CYP19A1 DDT EDN2 EDNRB IL34 LGALS3 MAPK1 MAPK3 MDK MIF MMP2 MMP28 MSTN MTUS1 NUP85 PTK2 PTK2B RARRES2 RPL13A SAA1 SFTPD SLAMF1 SLAMF8 STAP1 TAFA4 THBS1 TNFSF18 TRPV4 GOBP_MACROPHAGE_COLONY_STIMULATING_FACTOR_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MACROPHAGE_COLONY_STIMULATING_FACTOR_PRODUCTION CD34 FOXP1 HAVCR2 ISL1 LILRA2 MIR128-1 TSLP GOBP_MACROPHAGE_COLONY_STIMULATING_FACTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MACROPHAGE_COLONY_STIMULATING_FACTOR_SIGNALING_PATHWAY CSF1 CSF1R DOK1 MST1R PTPN2 STAP1 TREM2 GOBP_MACROPHAGE_CYTOKINE_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MACROPHAGE_CYTOKINE_PRODUCTION ACP5 AXL CARD9 CD36 CD74 CUEDC2 EPX GPRC5B HLA-G IRAK3 LAPTM5 LILRB1 LITAF MAPKAPK2 MYD88 NLRX1 NOD1 NOD2 P2RX7 PANX1 PLCG2 PRG2 PYCARD RIPK2 SEMA7A SIRT1 SPON2 TGFB1 TGFB2 TGFB3 TICAM1 TLR3 TLR4 TLR7 TWIST1 UBE2J1 WNT5A GOBP_MACROPHAGE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MACROPHAGE_DIFFERENTIATION ADIPOQ APP BMP4 C1QC CASP10 CASP8 CD4 CDC42 CEBPA CEBPE CSF1 CSF1R CSF2 EIF2AK1 FADD FOSL2 GAB3 GATA2 GATA3 GBA1 HCLS1 HLA-DRB1 HSF1 ID2 IFNG IL15 IL1RL1 IL31RA IL33 IL34 INHA INHBA L3MBTL3 LARGE1 LIF MIR145 MIR223 MIR486-1 MMP9 MYD88 NAGLU NDP NKX2-3 NR3C1 NRROS PARP1 PF4 PRKCA PTPN2 RB1 RIPK1 ROR2 SIRT1 SOCS1 SPI1 TGFB1 TLR2 TLR4 TRIB1 TSPAN2 UCP2 VEGFA VPS54 ZBTB46 GOBP_MACROPHAGE_FUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MACROPHAGE_FUSION ADAM9 CD81 DCSTAMP OCSTAMP TREM2 TYROBP GOBP_MACROPHAGE_INFLAMMATORY_PROTEIN_1_ALPHA_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MACROPHAGE_INFLAMMATORY_PROTEIN_1_ALPHA_PRODUCTION ARG2 MCOLN2 MEFV SIRPA TREM2 TRPV4 GOBP_MACROPHAGE_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MACROPHAGE_MIGRATION AKIRIN1 AZU1 B4GALT1 BCR C3AR1 C5 C5AR1 CCL2 CCL3 CCL5 CCR2 CD200 CD200R1 CD81 CD9 CKLF CMKLR1 CNN2 CSF1 CSF1R CX3CL1 CX3CR1 CXCL17 CYP19A1 DDT EDN2 EDNRB EMILIN1 IL34 LGALS3 MAPK1 MAPK3 MCOLN2 MDK MIF MIR128-1 MIR24-1 MMP14 MMP2 MMP28 MSTN MTUS1 NUP85 P2RX4 P2RY12 PTK2 PTK2B RARRES2 ROR2 RPL13A SAA1 SFTPD SLAMF1 SLAMF8 STAP1 TAFA4 THBS1 TNFSF18 TREM2 TRIM55 TRPV4 GOBP_MACROPHAGE_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MACROPHAGE_PROLIFERATION CLU CSF1 CSF1R CX3CL1 GBA1 IL33 IL34 MAPK1 MAPK3 MIR181B1 NDP PTK2 TREM2 GOBP_MACROPINOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MACROPINOCYTOSIS APPL1 APPL2 CARMIL1 DOCK2 MAPKAPK2 MAPKAPK3 PYCARD RAB34 SNX33 STX1B GOBP_MAGNESIUM_ION_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MAGNESIUM_ION_HOMEOSTASIS ANK3 CNNM1 CNNM2 CNNM3 CNNM4 EDN3 KCNA1 KEL PTH SLC41A1 XK GOBP_MAGNESIUM_ION_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MAGNESIUM_ION_TRANSPORT CLDN16 CNNM2 CNNM4 KCNJ2 MAGT1 MMGT1 MRS2 NIPA1 NIPA2 NIPAL1 NIPAL2 NIPAL3 NIPAL4 SLC41A1 SLC41A2 SLC41A3 TUSC3 ZDHHC13 GOBP_MAINTENANCE_OF_ANIMAL_ORGAN_IDENTITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MAINTENANCE_OF_ANIMAL_ORGAN_IDENTITY ADGRV1 IQCB1 NPHP3 PKP2 USH2A GOBP_MAINTENANCE_OF_APICAL_BASAL_CELL_POLARITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MAINTENANCE_OF_APICAL_BASAL_CELL_POLARITY ANK1 CRB2 LHX2 LIN7A LIN7B LIN7C NHERF1 PDCD6IP PDZD11 WDR1 WNT11 GOBP_MAINTENANCE_OF_BLOOD_BRAIN_BARRIER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MAINTENANCE_OF_BLOOD_BRAIN_BARRIER ABCC8 ACTB ACTG1 ANGPT1 CDH5 CLDN1 CLDN12 CLDN3 CLDN5 DMD ESAM F11R GJA1 GJB6 IL6 ITGB1 JAM2 JAM3 LAMA2 LAMC1 LSR MBP MFSD2A NAGLU OCLN PECAM1 PTGS2 SH3GL2 SLC12A2 SLC1A1 TJP1 TJP2 TJP3 TSPAN12 VCL VEGFA WNK3 ZEB2 GOBP_MAINTENANCE_OF_CELL_NUMBER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MAINTENANCE_OF_CELL_NUMBER ACTB ACTL6A ACTL6B ARID1A ARID4A ARID4B ASCL2 ASPM BCL7A BCL7B BCL7C BCL9 BCL9L BICRA BICRAL BMP7 BMPR1A BRAF BRD9 BRMS1 BRMS1L CDC73 CDH2 CDX2 CNOT1 CNOT2 CNOT3 CTNNB1 CTR9 CUL4A DDX6 DIS3L2 DLL1 DPF2 EIF4E EIF4ENIF1 ELAVL1 EOMES ESRRB EZH2 FANCC FANCD2 FGF10 FGF4 FOXO1 FUT10 FZD7 GATA2 GNL3 HDAC1 HDAC2 HES1 HES5 HESX1 HMGA2 HNF1B HOOK3 IGF1 IGF2BP1 ING1 ING2 JAG1 KAT2A KDM2B KDM3A KDM4C KIT KLF10 KLF4 LBH LDB1 LDB2 LEO1 LIF LIG4 LIN28A LNCPRESS1 LOXL2 LRP5 LSM1 MCPH1 MED12 MED14 MED15 MED17 MED21 MED27 MED28 MED30 MED6 MED7 METTL14 METTL3 MIR145 MMP24 MTF2 MYC NANOG NANOS2 NCOA3 NFIB NIPBL NKAP NODAL NOG NOTCH1 NR2E1 OGT PADI4 PAF1 PAX2 PAX8 PCM1 PELO PHF10 PHF19 PIWIL2 POU5F1 PRDM14 PROX1 PRRX1 PTN RAF1 RBBP4 RBBP7 RBPJ REST RIF1 RTF1 SALL4 SAP130 SAP30 SAP30L SAV1 SELENON SETD6 SFRP1 SIN3A SINHCAF SIRT6 SIX2 SKI SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCD1 SMARCE1 SMC1A SMC3 SMC5 SMO SOX2 SOX4 SOX9 SPI1 SRRT SS18 STAT3 SUDS3 TAF5L TAF6L TAL1 TBX1 TBX3 TCF15 TEAD4 TET1 TP63 TPT1 TRIM8 TUBA3C TUT4 VPS72 WDR43 WDR47 WNT7A WNT9B YAP1 ZC3H13 ZFP36L2 ZHX2 ZIC1 ZIC3 ZNF322 ZNF358 ZNF706 GOBP_MAINTENANCE_OF_CELL_POLARITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MAINTENANCE_OF_CELL_POLARITY ANK1 ATN1 CRB2 DLG5 DST GSK3B LHX2 LIN7A LIN7B LIN7C NCKAP1L NHERF1 PDCD6IP PDLIM1 PDZD11 SLC9A1 WDR1 WNT11 GOBP_MAINTENANCE_OF_CENTROSOME_LOCATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MAINTENANCE_OF_CENTROSOME_LOCATION AKAP9 ASPM GPSM2 PAFAH1B1 SPOUT1 TBCCD1 GOBP_MAINTENANCE_OF_DNA_REPEAT_ELEMENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MAINTENANCE_OF_DNA_REPEAT_ELEMENTS AXIN2 MSH2 MSH3 MSH6 RMI2 TCF7L2 ZMPSTE24 GOBP_MAINTENANCE_OF_GASTROINTESTINAL_EPITHELIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MAINTENANCE_OF_GASTROINTESTINAL_EPITHELIUM CRACD HTR4 IL10RA IL17A INAVA MUC13 MUC2 MUC4 MUC6 NEUROD1 NOD2 PBLD RBP4 SERPINA3 SLC22A5 SOX9 STRAP TFF1 TFF2 TFF3 TLR4 TLR9 VSIG1 ZNF830 GOBP_MAINTENANCE_OF_LENS_TRANSPARENCY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MAINTENANCE_OF_LENS_TRANSPARENCY ALDH1A1 APBB2 CHMP4B FOXC1 GCNT2 STK39 VPS13B GOBP_MAINTENANCE_OF_LOCATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MAINTENANCE_OF_LOCATION ABCA1 ABCG1 ABHD5 ABL1 ACACB ACVR1C AKAP6 AKAP9 AKT1 ALB ALKBH7 ANGPTL3 ANK2 ANK3 ANKRD13C ANXA6 APLNR APOA1 APOB APOC4 APOE ARHGAP21 ARL2 ARL2BP ASPM ATG5 ATP1A2 ATP2A1 ATP7B AUP1 B4GALNT1 BARD1 BAX BBS4 BDH2 BDKRB1 BNIP1 BSCL2 C3 CACNA1C CACNA1S CALM1 CALM2 CALM3 CALR CAMK2D CAPN3 CASQ1 CASQ2 CAV1 CCDC22 CCDC88A CCL19 CCL21 CCL3 CCR5 CCR7 CD19 CD36 CD4 CDK5 CDS1 CDS2 CEMIP CER1 CES1 CHCHD10 CHD7 CHERP CIDEA CIDEB CIDEC CIZ1 CLIC2 CORO1A CPT1A CRP CRY1 CRY2 CTNND1 CX3CL1 CXCL10 CXCL11 CXCL9 CYBA DAND5 DBN1 DDIT3 DGAT1 DGAT2 DHRS7C DIAPH1 DMD DRD1 DRD2 DZIP1 EHD1 ENPP1 ERO1A F2 F2R F2RL3 FAF1 FASLG FBN1 FBN2 FBXW7 FFAR2 FGF2 FITM1 FITM2 FKBP1A FKBP1B FKBP1C FLNA FREY1 FTH1 FTH1P19 FTHL17 FTL FTMT FTO G3BP2 GAA GBA1 GET4 GHITM GM2A GOLPH3 GP1BA GP1BB GP5 GP9 GPAA1 GPER1 GPSM2 GSN GSTM2 GSTO1 HAP1 HEXA HEXB HILPDA HK1 HK2 HNRNPU HRC HSP90B1 HSPA5 HTR2A HTR2B HTR2C HTT IBTK IGSF11 IKBKE IL10 IL13 IL1B IL6 INSIG1 INSIG2 ITGAV ITGB3 ITPR1 ITPR2 ITPR3 JPH1 JPH2 JPH3 JPH4 JSRP1 KDELR1 KDELR2 KDELR3 KEAP1 LACRT LATS1 LCK LDAF1 LDAH LEP LETM1 LHCGR LIME1 LIPA LPL LTBP1 LYN MCOLN1 MCOLN2 MCOLN3 MDFI METTL21C MICOS10-NBL1 MIR1-1 MIR10B MIR133A1 MIR144 MIR146A MIR34A MIR93 MORC3 MOSPD2 MSR1 MTLN MYZAP NAGLU NBL1 NFKB1 NFKBIA NFKBIB NFKBIE NOL3 NOS1 NPC1 NPC2 NPSR1 NR1H2 NR1H3 NR5A1 NRIP1 NRROS NTSR1 OS9 OSBPL11 OSBPL8 P2RX7 P2RY6 PAFAH1B1 PARK7 PDE4D PDIA2 PDPK1 PFN4 PINK1 PISD PKD1 PKD2 PLA2G10 PLA2G4C PLCB1 PLCB2 PLCB3 PLCB4 PLCD1 PLCE1 PLCG1 PLCG2 PLCH1 PLCH2 PLIN2 PLIN3 PLIN5 PLN PML PNPLA2 POLR2M PPARA PPARD PPARG PRKACA PRKCE PRKD1 PSEN1 PSMD10 PTK2B PTPN2 PTPN6 PTPRC PTPRM RANGAP1 RASA3 RER1 RIT2 RNF213 RYR1 RYR2 RYR3 S100A8 S100A9 SCARB1 SCIN SELENON SIRT1 SKP1 SLC18A2 SLC25A23 SLC30A7 SLC30A8 SLC8A1 SLC8B1 SMIM22 SNCA SOAT1 SOAT2 SORL1 SP100 SPOUT1 SQLE SREBF1 SREBF2 SRGN SRI STARD4 STAT5B SUFU SUN1 SUN2 SUPT7L SYNE1 TAF3 TAF8 TBCCD1 THY1 TMED2 TMEM38A TMEM38B TMSB10 TMSB15A TMSB15B TMSB15C TMSB4X TMSB4Y TNF TOPORS TPCN1 TPCN2 TRDN TREM2 TRPA1 TRPC1 TRPM2 TRPV1 TSPO TTC39B TWF1 TWF2 TXN UBASH3B UVRAG VPS13A VPS13C VPS13D VSTM2A XCL1 XCR1 YWHAB ZC3H12A ZFYVE1 GOBP_MAINTENANCE_OF_LOCATION_IN_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MAINTENANCE_OF_LOCATION_IN_CELL ABL1 AKAP6 AKAP9 AKT1 ALB ANK2 ANK3 ANKRD13C ANXA6 APLNR APOE ARHGAP21 ARL2 ARL2BP ASPM ATG5 ATP1A2 ATP2A1 ATP7B BARD1 BAX BBS4 BDH2 BDKRB1 BNIP1 CACNA1C CACNA1S CALM1 CALM2 CALM3 CALR CAMK2D CAPN3 CASQ1 CASQ2 CAV1 CCDC88A CCL19 CCL21 CCL3 CCR5 CCR7 CD19 CD4 CDK5 CEMIP CHCHD10 CHD7 CHERP CIZ1 CLIC2 CORO1A CX3CL1 CXCL10 CXCL11 CXCL9 CYBA DBN1 DDIT3 DHRS7C DIAPH1 DMD DRD1 DRD2 DZIP1 ERO1A F2 F2R F2RL3 FASLG FGF2 FKBP1A FKBP1B FKBP1C FLNA FREY1 FTH1 FTH1P19 FTHL17 FTL FTMT GAA GHITM GM2A GOLPH3 GP1BA GP1BB GP5 GP9 GPAA1 GPER1 GPSM2 GSN GSTM2 GSTO1 HAP1 HEXA HEXB HK1 HK2 HNRNPU HRC HSP90B1 HSPA5 HTR2A HTR2B HTR2C HTT IBTK IL13 INSIG1 INSIG2 ITGB3 ITPR1 ITPR2 ITPR3 JPH1 JPH2 JPH3 JPH4 JSRP1 KDELR1 KDELR2 KDELR3 LACRT LCK LETM1 LHCGR LIME1 LYN MCOLN1 MCOLN2 MCOLN3 METTL21C MIR1-1 MIR133A1 MIR93 MORC3 MTLN MYZAP NAGLU NOL3 NOS1 NPSR1 NR5A1 NTSR1 OS9 P2RX7 P2RY6 PAFAH1B1 PARK7 PDE4D PDIA2 PDPK1 PFN4 PINK1 PKD2 PLCB1 PLCB2 PLCB3 PLCB4 PLCD1 PLCE1 PLCG1 PLCG2 PLCH1 PLCH2 PLN PML POLR2M PRKACA PRKCE PRKD1 PSEN1 PTK2B PTPN6 PTPRC RANGAP1 RASA3 RER1 RIT2 RYR1 RYR2 RYR3 S100A8 S100A9 SCIN SELENON SIRT1 SKP1 SLC25A23 SLC30A7 SLC30A8 SLC8A1 SLC8B1 SNCA SORL1 SP100 SPOUT1 SRGN SRI SUN1 SUN2 SUPT7L SYNE1 TAF3 TAF8 TBCCD1 THY1 TMED2 TMEM38A TMEM38B TMSB10 TMSB15A TMSB15B TMSB15C TMSB4X TMSB4Y TOPORS TPCN1 TPCN2 TRDN TRPA1 TRPC1 TRPM2 TRPV1 TSPO TWF1 TWF2 TXN UBASH3B UVRAG VPS13A VPS13C VPS13D XCL1 XCR1 GOBP_MAINTENANCE_OF_ORGANELLE_LOCATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MAINTENANCE_OF_ORGANELLE_LOCATION AKAP9 ALB ARHGAP21 ASPM ATP2A1 GPSM2 MYZAP PAFAH1B1 POLR2M SIRT1 SPOUT1 TBCCD1 UVRAG GOBP_MAINTENANCE_OF_POSTSYNAPTIC_SPECIALIZATION_STRUCTURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MAINTENANCE_OF_POSTSYNAPTIC_SPECIALIZATION_STRUCTURE ARF6 DLG1 ITGB3 OPHN1 RAPSN SHANK1 SHANK2 SYNGAP1 GOBP_MAINTENANCE_OF_PRESYNAPTIC_ACTIVE_ZONE_STRUCTURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MAINTENANCE_OF_PRESYNAPTIC_ACTIVE_ZONE_STRUCTURE BSN CTBP2 ERC1 ERC2 PCLO RAB3A GOBP_MAINTENANCE_OF_PROTEIN_LOCALIZATION_IN_ENDOPLASMIC_RETICULUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MAINTENANCE_OF_PROTEIN_LOCALIZATION_IN_ENDOPLASMIC_RETICULUM ANKRD13C FREY1 GPAA1 HSPA5 INSIG1 INSIG2 KDELR1 KDELR2 KDELR3 OS9 PDIA2 RER1 GOBP_MAINTENANCE_OF_PROTEIN_LOCALIZATION_IN_ORGANELLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MAINTENANCE_OF_PROTEIN_LOCALIZATION_IN_ORGANELLE AKT1 ANKRD13C ARL2 ARL2BP BARD1 BBS4 CDK5 CHCHD10 CIZ1 FREY1 GPAA1 HK1 HK2 HNRNPU HSPA5 INSIG1 INSIG2 KDELR1 KDELR2 KDELR3 MORC3 NR5A1 OS9 PARK7 PDIA2 PINK1 PML RANGAP1 RER1 SKP1 SP100 SUN1 SUN2 SUPT7L SYNE1 TAF3 TAF8 TMED2 TOPORS TSPO TXN GOBP_MAINTENANCE_OF_PROTEIN_LOCATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MAINTENANCE_OF_PROTEIN_LOCATION AKT1 ANK3 ANKRD13C ARL2 ARL2BP BARD1 BBS4 CAV1 CCDC22 CCDC88A CD4 CDK5 CER1 CHCHD10 CIZ1 CTNND1 DAND5 DBN1 DZIP1 FAF1 FBN1 FBN2 FLNA FREY1 G3BP2 GET4 GOLPH3 GPAA1 GSN HK1 HK2 HNRNPU HSPA5 IGSF11 IL10 INSIG1 INSIG2 KDELR1 KDELR2 KDELR3 KEAP1 LATS1 LTBP1 MDFI MICOS10-NBL1 MORC3 NBL1 NFKBIA NFKBIB NFKBIE NR5A1 NRROS OS9 PARK7 PDIA2 PFN4 PINK1 PKD1 PKD2 PML PSMD10 PTPRM RANGAP1 RER1 RIT2 SCIN SKP1 SORL1 SP100 SRGN SUFU SUN1 SUN2 SUPT7L SYNE1 TAF3 TAF8 TMED2 TMSB10 TMSB15A TMSB15B TMSB15C TMSB4X TMSB4Y TOPORS TSPO TWF1 TWF2 TXN VPS13A VPS13C VPS13D YWHAB GOBP_MAINTENANCE_OF_PROTEIN_LOCATION_IN_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MAINTENANCE_OF_PROTEIN_LOCATION_IN_CELL AKT1 ANK3 ANKRD13C ARL2 ARL2BP BARD1 BBS4 CAV1 CCDC88A CD4 CDK5 CHCHD10 CIZ1 DBN1 DZIP1 FREY1 GOLPH3 GPAA1 GSN HK1 HK2 HNRNPU HSPA5 INSIG1 INSIG2 KDELR1 KDELR2 KDELR3 MORC3 NR5A1 OS9 PARK7 PDIA2 PFN4 PINK1 PML RANGAP1 RER1 RIT2 SCIN SKP1 SORL1 SP100 SRGN SUN1 SUN2 SUPT7L SYNE1 TAF3 TAF8 TMED2 TMSB10 TMSB15A TMSB15B TMSB15C TMSB4X TMSB4Y TOPORS TSPO TWF1 TWF2 TXN VPS13A VPS13C VPS13D GOBP_MAINTENANCE_OF_PROTEIN_LOCATION_IN_EXTRACELLULAR_REGION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MAINTENANCE_OF_PROTEIN_LOCATION_IN_EXTRACELLULAR_REGION CER1 DAND5 FBN1 FBN2 LTBP1 MICOS10-NBL1 NBL1 NRROS GOBP_MAINTENANCE_OF_PROTEIN_LOCATION_IN_MITOCHONDRION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MAINTENANCE_OF_PROTEIN_LOCATION_IN_MITOCHONDRION AKT1 HK1 HK2 PINK1 TSPO GOBP_MAINTENANCE_OF_PROTEIN_LOCATION_IN_NUCLEUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MAINTENANCE_OF_PROTEIN_LOCATION_IN_NUCLEUS ARL2 ARL2BP BARD1 BBS4 CDK5 CHCHD10 CIZ1 HNRNPU MORC3 NR5A1 PARK7 PML RANGAP1 SKP1 SP100 SUN1 SUN2 SUPT7L SYNE1 TAF3 TAF8 TOPORS TXN GOBP_MAINTENANCE_OF_SISTER_CHROMATID_COHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MAINTENANCE_OF_SISTER_CHROMATID_COHESION ATRX BUB1 DSCC1 MACROH2A1 MAU2 NAA10 NIPBL NSMCE2 RB1 SLF1 SLF2 SMC5 TNKS GOBP_MAINTENANCE_OF_SYNAPSE_STRUCTURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MAINTENANCE_OF_SYNAPSE_STRUCTURE ADGRB3 APPL1 ARF6 BSN C1QL1 CBLN1 CBLN2 CBLN3 CHCHD10 CTBP2 DCTN1 DLG1 ERC1 ERC2 ITGB3 NLGN1 OPHN1 PCLO PLXNA4 RAB3A RAPSN SDF4 SHANK1 SHANK2 SORT1 SYNGAP1 GOBP_MALATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MALATE_METABOLIC_PROCESS D2HGDH FH LIPF MDH1 MDH1B MDH2 ME1 ME2 ME3 GOBP_MALE_GAMETE_GENERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MALE_GAMETE_GENERATION ABHD2 ACE ACOX1 ACRBP ACRV1 ACSBG2 ACTL7A ACTL9 ACVR2A ADAD1 ADAD2 ADAM18 ADAM28 ADAM29 ADAMTS16 ADAMTS2 ADCY10 ADCYAP1R1 ADGB ADGRG2 ADIG AFF4 AGFG1 AGO4 AKAP4 ALKBH5 ANKRD49 AP3B1 APOB AR ARID4A ARID4B ARMC12 ARMC2 ASF1B ASPM ASZ1 ATAT1 ATM ATN1 ATP1A4 ATP2B4 ATRX AXDND1 AXL AZIN2 B4GALNT1 BAG6 BAX BBS2 BBS4 BCAP31 BCL2L1 BCL2L10 BCL2L11 BCL2L2 BCL6 BIRC3 BMAL1 BNC1 BOLL BPY2 BPY2B BPY2C BRCA2 BRD2 BRDT BRIP1 BRME1 BSPH1 BTBD18 C14orf39 C2CD6 C3orf62 C9orf24 CABS1 CABYR CADM1 CALR CALR3 CATSPER1 CATSPER2 CATSPER3 CATSPER4 CATSPERB CATSPERD CATSPERE CATSPERG CATSPERZ CCDC136 CCDC34 CCDC38 CCDC42 CCDC62 CCDC63 CCDC87 CCIN CCNA1 CCNB1IP1 CCNI CCNY CCR6 CDC25C CDK16 CDY1 CDY1B CDY2A CDY2B CDYL CELF3 CEP131 CEP57 CETN2 CFAP157 CFAP206 CFAP221 CFAP43 CFAP44 CFAP47 CFAP54 CFAP58 CFAP65 CFAP69 CFAP73 CFAP91 CFAP97 CFAP97D1 CFTR CHD5 CIB1 CLDN11 CLOCK CNBD2 CNR1 CNTD1 COX7B2 CREB3L4 CREM CRKL CRTAP CSNK2A2 CT55 CUL4A CYLC1 CYLC2 CYP26B1 DAZ1 DAZ2 DAZ3 DAZ4 DAZAP1 DAZL DDX25 DDX4 DEDD DEFB1 DEFB118 DHH DHX36 DLD DLEC1 DMC1 DMRT1 DMRTC2 DNAH1 DNAJA1 DNHD1 DNMT3A DNMT3L DPCD DPY19L2 DPY19L2P2 DRC7 DUSP13 DZIP1 EFCAB9 EHMT2 EIF4G3 EIF5A2 ELL3 ELSPBP1 EPC1 ERCC1 ETV5 FAM209A FAM209B FAM50A FAM9A FAM9B FAM9C FANCA FANCG FIGNL1 FKBP6 FNDC3A FOXA3 FOXJ1 FOXJ2 FOXJ3 FSHB FSHR FSIP2 FXR1 GAL3ST1 GALNT3 GALNTL5 GAMT GARIN1A GARIN1B GGN GGNBP1 GGNBP2 GGT1 GHSR GJA1 GJB3 GK2 GLI1 GMCL1 GMCL2 GORASP2 GPX4 GTSF1 H1-1 H1-6 H1-7 H1-9P H2AX H2BC1 H3-3A H3-3B HERC2 HERC4 HERPUD2 HMGB2 HOATZ HOOK1 HORMAD1 HOXA10 HOXA11 HOXA9 HROB HSF2 HSF2BP HSPA2 IFT20 IFT25 IFT27 IFT81 IFTAP IGF2R IHO1 IL1A IMMP2L ING2 INHBB INPP5B INSL3 IQCF1 IQCG IQCN JAG2 JAM2 JAM3 KASH5 KAT5 KATNAL1 KCTD19 KDM2B KDM3A KHDRBS1 KIF18A KIT KLC3 KLHL10 KNL1 KRT9 LARP7 LGR4 LHCGR LIMK2 LRGUK LRRC8A LRRK2 LZTFL1 M1AP MAEL MAJIN MAK MAS1 MAST2 MCM8 MEA1 MEI4 MEIG1 MEIKIN MEIOB MEIOC MEIOSIN MERTK METTL14 METTL3 MFSD14A MGAT4D MKKS MKRN2 MLH1 MLH3 MNS1 MORC1 MORN2 MOV10L1 MROH2B MSH4 MSH6 MYBL1 MYCBP MYCBPAP NANOS2 NANOS3 NDC1 NDRG3 NECTIN2 NEURL1 NKAPL NLRP14 NME5 NME8 NOTCH1 NPAP1 NPHP1 NPR2 NR0B1 NR2C2 NSUN2 OAZ3 OCA2 ODAD3 ODF1 ODF2 ODF3 ODF4 OR7C1 OSBP2 OVOL1 PACRG PAEP PAFAH1B1 PAFAH1B2 PAFAH1B3 PAIP2 PANK2 PARP11 PATZ1 PAX5 PCSK4 PCYT1B PDILT PFN4 PGAM2 PGM3 PHC2 PIAS1 PITHD1 PIWIL1 PIWIL2 PIWIL3 PIWIL4 PLA2G3 PLD6 PLEKHA1 PLN PMCH PMFBP1 PNLDC1 POU4F2 PPP1CC PRDM9 PRDX4 PRKACA PRKACG PRKAG1 PRKG1 PRM1 PRM2 PRM3 PROK2 PRSS21 PRSS42P PSMA8 PSME4 PTCH1 PTTG1 PUM1 PYGO1 PYGO2 QKI RACGAP1 RAD23B RAD51C RAI14 RAN RB1 RBM46 RBMY1B RBX1 REC8 RFX2 RGN RGS2 RHBDD1 RIMBP3 RIMBP3B RIMBP3C RNF114 RNF151 RNF17 RNF8 ROPN1 ROPN1B ROPN1L ROS1 RPL10L RPL39L RSPH1 RSPH6A RUVBL1 SBF1 SCAPER SELENOF SEMG1 SEMG2 SEPTIN12 SEPTIN14 SEPTIN2 SEPTIN4 SEPTIN6 SEPTIN7 SERPINA5 SETX SFMBT1 SGPL1 SHCBP1L SHISA6 SIAH1 SIRT1 SIX5 SKIL SLC19A2 SLC22A14 SLC22A16 SLC25A31 SLC26A3 SLC26A6 SLC26A8 SLC2A14 SLC4A2 SLC9A8 SLC9C1 SLCO4C1 SLIRP SMAD4 SMARCA2 SNRPA1 SOD1 SOHLH1 SOHLH2 SOX17 SOX30 SOX8 SOX9 SPA17 SPACA1 SPACDR SPAG11B SPAG16 SPAG17 SPAG4 SPAG6 SPAG8 SPANXA1 SPANXA2 SPANXB1 SPATA16 SPATA19 SPATA2 SPATA20 SPATA22 SPATA24 SPATA25 SPATA31A1 SPATA31A3 SPATA31A5 SPATA31A6 SPATA31A7 SPATA31C1 SPATA31C2 SPATA31D1 SPATA31D3 SPATA31D4 SPATA31E1 SPATA32 SPATA46 SPATA48 SPATA5 SPATA6 SPATA6L SPATA9 SPATC1L SPDYA SPEF2 SPEM1 SPEM3 SPINK1 SPINK2 SPO11 SPOCD1 SPPL2C SRC SRPK1 SSH2 SSTR1 SSTR2 SSTR3 SSX1 STK11 STRA8 STRBP SUFU SUN1 SUN5 SYCE3 SYCP1 SYCP2 SYCP3 SYNE1 TAF1L TAF4B TAF7L TAFAZZIN TBATA TBC1D20 TBC1D21 TBP TBPL1 TCFL5 TCP11 TCP11X1 TDRD1 TDRD12 TDRD5 TDRD6 TDRD7 TDRD9 TDRKH TDRP TERB2 TESK1 TESK2 TESMIN TEX11 TEX14 TEX15 TEX19 THEG TMEM119 TMEM203 TMF1 TMPRSS12 TNP1 TNP2 TOPAZ1 TP63 TPGS1 TPPP2 TRIM27 TRIP13 TSGA10 TSNAX TSNAXIP1 TSPAN8 TSPY1 TSPY10 TSPY2 TSPY3 TSPY4 TSPY8 TSPY9 TSSK1B TSSK2 TSSK3 TSSK4 TSSK6 TTC12 TTC21A TTC26 TTLL1 TUBA8 TXNDC2 TXNDC8 TXNRD3 TYRO3 UBB UBE2B UBE2J1 UBR2 UPF3A USP26 USP42 USP9Y UTP14C VCX VDAC3 VIPAS39 VPS13B VPS54 WDR33 WDR48 WFDC2 WIPF3 XRN2 YBX2 YBX3 YTHDC1 YTHDC2 YTHDF2 YY1 ZBTB16 ZCWPW1 ZFP41 ZFX ZGLP1 ZMYND15 ZNF296 ZNF35 ZNF449 ZNF541 ZNF628 ZPBP ZPBP2 ZSCAN2 ZSCAN21 GOBP_MALE_GENITALIA_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MALE_GENITALIA_DEVELOPMENT AR ASB1 BMP5 BMP6 CTNNB1 DHCR24 FGF10 FGF8 GREB1L HOXA13 HOXD13 HSD17B3 KLHL10 LGR4 LHCGR PDGFRA ROR2 SHH SRD5A1 SRD5A2 SYCP2 TBX3 WNT9B WT1 GOBP_MALE_MATING_BEHAVIOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MALE_MATING_BEHAVIOR DMRTA1 HDAC2 HEXB NCOA1 NHLH2 PPP1R9B GOBP_MALE_MEIOSIS_I https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MALE_MEIOSIS_I BRCA2 BRDT BTBD18 CCNA1 DDX4 DMC1 DMRTC2 DNMT3L FOXJ2 FOXJ3 HSF2BP HSPA2 ING2 MEIOC MOV10L1 MYBL1 RAD51C REC8 RPL10L SLC25A31 SPO11 SYCP3 TDRD9 TRIP13 UBB UBR2 ZSCAN21 GOBP_MALE_MEIOTIC_NUCLEAR_DIVISION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MALE_MEIOTIC_NUCLEAR_DIVISION AGO4 ASZ1 ATM BRCA2 BRDT BTBD18 CATSPERZ CCNA1 CYP26B1 DDX4 DMC1 DMRTC2 DNMT3L FANCA FIGNL1 FOXJ2 FOXJ3 HSF2BP HSPA2 ING2 KCTD19 KIF18A M1AP MAEL MEIKIN MEIOB MEIOC MLH1 MLH3 MOV10L1 MYBL1 RAD51C RBM46 REC8 RPL10L SHCBP1L SLC25A31 SPDYA SPO11 SYCP2 SYCP3 TAF1L TDRD12 TDRD9 TDRKH TESMIN TEX11 TEX14 TEX15 TEX19 TRIP13 UBB UBR2 ZNF541 ZSCAN21 GOBP_MALE_SEX_DETERMINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MALE_SEX_DETERMINATION AR DHH DMRT1 FGF9 INSR INSRR MAP3K4 NR0B1 NR5A1 PTGDR SF1 SIX4 SOX9 SRY GOBP_MALE_SEX_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MALE_SEX_DIFFERENTIATION ACE ACVR2A ADAM15 ADAM18 ADAM2 ADAM20 ADAM21 ADAM29 ADAM30 ADAM32 ADGRG1 AGO4 AKR1C3 AMH AMHR2 AR ARID4A ARID4B ARID5B ASB1 ASPM ATN1 ATRX BAX BCL2 BCL2L1 BCL2L11 BCL2L2 BIK BMP5 BMP6 BMPR1A BOK BRIP1 CBL CITED2 CRKL CSDE1 CSMD1 CTNNA1 CTNNB1 CYP1B1 DHCR24 DHH DHX37 DMRT1 DMRT3 DNAAF11 EIF2S2 ERCC1 ESR1 FANCA FER FGF10 FGF8 FGF9 FKBP4 FLNA FNDC3A FSHB FSHR GATA1 GATA3 GATA4 GATA6 GFRA1 GREB1L H3-3A H3-3B HMGB2 HOXA10 HOXA11 HOXA13 HOXA9 HOXD13 HSD17B3 HSD17B4 IL1A ING2 INHA INHBA INHBB INSL3 INSR KCNE1 KIF18A KIT KITLG KLHL10 LGR4 LHB LHCGR LHFPL2 LHX9 LRP2 MAMLD1 MAS1 MEA1 MIR455 MMP14 MSH2 NASP NCOA1 NCOA4 NHLH2 NKX2-1 NKX3-1 NR0B1 NR5A1 NTRK1 NUDT1 NUPR1 PATZ1 PDGFRA PLEKHA1 PRDX4 PRKACG PRPS1L1 RAB13 RARA RBMY1B REC8 REN RHOBTB3 RNF38 ROR2 RRM1 RXFP2 SAFB2 SCAPER SCX SDC1 SF1 SFRP1 SFRP2 SGPL1 SHH SIX4 SMAD4 SMAD5 SOX15 SOX8 SOX9 SPATA2 SRD5A1 SRD5A2 SRY STAT5B SYCP2 TBC1D20 TBX3 TCF21 TESC TEX11 TEX19 TFAP2C TFPT TGFB2 TGFBR1 TLR3 TLR9 TMF1 TNFSF10 UBB UTF1 WDR48 WNT2B WNT4 WNT5A WNT9B WT1 YBX3 ZFP42 ZFPM2 GOBP_MALONYL_COA_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MALONYL_COA_METABOLIC_PROCESS ACACA ACACB MLYCD NUDT19 NUDT7 NUDT8 GOBP_MAMMALIAN_OOGENESIS_STAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MAMMALIAN_OOGENESIS_STAGE AKT1 AMH BMPR1B EREG GPR149 NPPC NPR2 PTX3 RPS6 TNFAIP6 YTHDC1 ZNF830 GOBP_MAMMARY_GLAND_ALVEOLUS_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MAMMARY_GLAND_ALVEOLUS_DEVELOPMENT AR AREG CCND1 DDR1 EGF ERBB4 ESR1 FOXB1 FOXF1 HIF1A HOXA5 ID2 PHB2 PRLR SOCS2 TGFA TNFRSF11A TNFSF11 TPH1 VEGFA GOBP_MAMMARY_GLAND_BRANCHING_INVOLVED_IN_PREGNANCY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MAMMARY_GLAND_BRANCHING_INVOLVED_IN_PREGNANCY AR CSMD1 ESR1 MED1 PGR VDR WNT4 GOBP_MAMMARY_GLAND_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MAMMARY_GLAND_DEVELOPMENT AKT1 AKT2 APLN AR AREG ARHGAP35 ARHGAP5 ATP2C2 ATP7A ATP7B BAX BCL2L11 BMP4 BRCA2 BSX BTRC CAD CAPN1 CAV1 CAV3 CCND1 CDO1 CEBPB CREB1 CSF1 CSF1R CSMD1 CSN2 CSN3 CYP19A1 DDR1 DEAF1 EGF ELF3 EPHA2 ERBB4 ESR1 FASN FGF10 FGF2 FGFR2 FOXB1 FOXF1 GATA3 GHRHR GLI2 GLI3 GPAT4 GPX1 HIF1A HK2 HOXA5 HOXA9 HOXB9 HOXD9 ID2 IGFBP5 IQGAP3 IRF6 IRS2 ITGA2 JAK2 KDM5B LATS1 LBH LEF1 LRP5 MAPK1 MED1 MSX1 MSX2 MT-CO2 MTCO2P12 MTX1 NCOA1 NCOR2 NEURL1 NFKB1 NME1 NOTCH4 NR3C1 NRG1 NRG3 NTN1 OAS2 ORAI1 OXTR PGR PHB2 PML PRL PRLR PTCH1 PYGO2 ROBO1 RREB1 RTN4 RXFP1 SCRIB SLC29A1 SLC6A3 SMO SOCS2 SOSTDC1 SOX9 SRC STAT5A STAT5B STAT6 TBX2 TBX3 TDGF1 TGFA TGFB3 TGFBR2 TNFRSF11A TNFSF11 TPH1 UMPS UPRT USF2 VDR VEGFA WNT2 WNT3 WNT3A WNT4 WNT5A WNT7B XBP1 XDH ZBTB7B ZNF703 GOBP_MAMMARY_GLAND_DUCT_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MAMMARY_GLAND_DUCT_MORPHOGENESIS AR AREG BTRC CAV3 CSF1 CSF1R CSMD1 DDR1 EPHA2 ESR1 FGF10 FGFR2 KDM5B LRP5 MED1 MSX2 NR3C1 NTN1 PGR PHB2 PML PTCH1 SCRIB SOSTDC1 SRC TBX3 VDR WNT4 WNT5A GOBP_MAMMARY_GLAND_EPITHELIAL_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MAMMARY_GLAND_EPITHELIAL_CELL_DIFFERENTIATION AKT1 AKT2 CEBPB ERBB4 FGF2 FOXB1 FOXF1 HIF1A HOXA5 ID2 IRF6 LATS1 LBH PRLR PTCH1 SMO ZNF703 GOBP_MAMMARY_GLAND_EPITHELIAL_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MAMMARY_GLAND_EPITHELIAL_CELL_PROLIFERATION AREG BAX BRCA2 BTRC CCND1 CEBPB DEAF1 EPHA2 ESR1 GATA3 GPX1 HOXA5 ID2 IQGAP3 KDM5B MAPK1 MED1 PHB2 PYGO2 ROBO1 RREB1 RTN4 STAT6 TNFSF11 WNT5A ZNF703 GOBP_MAMMARY_GLAND_EPITHELIUM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MAMMARY_GLAND_EPITHELIUM_DEVELOPMENT AKT1 AKT2 AR AREG ATP2C2 BAX BRCA2 BTRC CAV3 CCND1 CEBPB CSF1 CSF1R CSMD1 DDR1 DEAF1 EPHA2 ERBB4 ESR1 FGF10 FGF2 FGFR2 FOXB1 FOXF1 GATA3 GPX1 HIF1A HOXA5 ID2 IQGAP3 IRF6 JAK2 KDM5B LATS1 LBH LRP5 MAPK1 MED1 MSX1 MSX2 NR3C1 NTN1 ORAI1 PGR PHB2 PML PRLR PTCH1 PYGO2 ROBO1 RREB1 RTN4 SCRIB SMO SOSTDC1 SRC STAT6 TBX3 TNFSF11 VDR WNT2 WNT3 WNT4 WNT5A WNT7B ZNF703 GOBP_MAMMARY_GLAND_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MAMMARY_GLAND_FORMATION BMP4 FGF10 FGFR2 GLI3 NRG3 TBX2 TBX3 GOBP_MAMMARY_GLAND_INVOLUTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MAMMARY_GLAND_INVOLUTION BAX BSX CAPN1 CAV1 ELF3 IGFBP5 NFKB1 VDR GOBP_MAMMARY_GLAND_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MAMMARY_GLAND_MORPHOGENESIS AR AREG BAX BMP4 BSX BTRC CAPN1 CAV1 CAV3 CSF1 CSF1R CSMD1 DDR1 ELF3 EPHA2 ESR1 FGF10 FGFR2 GLI3 IGFBP5 KDM5B LRP5 MED1 MSX2 NFKB1 NR3C1 NRG3 NTN1 PGR PHB2 PML PTCH1 RXFP1 SCRIB SOSTDC1 SRC STAT6 TBX2 TBX3 TGFBR2 VDR WNT4 WNT5A GOBP_MANCHETTE_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MANCHETTE_ASSEMBLY AXDND1 CEP131 HOOK1 MEIG1 PFN4 SPAG17 TTC26 GOBP_MANGANESE_ION_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MANGANESE_ION_TRANSPORT ATP13A1 ATP2C1 ATP2C2 SLC11A1 SLC11A2 SLC30A10 SLC39A14 SLC39A8 SLC41A2 TMEM165 TRPM2 GOBP_MANNOSE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MANNOSE_METABOLIC_PROCESS HK1 MAN2A1 MAN2A2 MAN2B1 MAN2B2 MAN2C1 MPI PMM1 PMM2 GOBP_MANNOSYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MANNOSYLATION B4GAT1 CRPPA DPM1 DPM2 DPM3 DPY19L1 DPY19L2 DPY19L2P2 DPY19L3 DPY19L4 FKRP FKTN LARGE1 LARGE2 PIGB POMGNT2 POMT1 POMT2 RXYLT1 TMTC1 TMTC2 TMTC3 TMTC4 GOBP_MAPK_CASCADE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MAPK_CASCADE ABCA7 ABL1 ACE2 ACKR3 ACTA2 ADAM8 ADAM9 ADCYAP1 ADIPOQ ADORA1 ADRA1A ADRA1B ADRA2A ADRA2B ADRA2C ADRB2 ADRB3 AGER AGT AIDA AKAP12 AKAP13 ALKAL1 ALKAL2 ALOX12B ALOX15 AMBP ANGPT1 ANKRD6 APELA APIP APOA1 APOE APP AR ARAF ARHGAP8 ARHGEF5 ARHGEF6 ARL6IP5 ARRB1 ARRB2 ASH1L ATF2 ATF3 ATP6AP2 AVP AVPI1 AVPR1B AXIN1 BANK1 BCAR3 BIRC7 BMP2 BMP4 BMPER BRAF BRAP BTN2A2 C1QL4 C1QTNF1 C3orf33 C5AR1 CALCR CAMKK2 CARD9 CARTPT CASC2 CASR CAV1 CAV2 CAV3 CAVIN3 CBLC CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL3 CCL3L1 CCL3L3 CCL4 CCL5 CCL7 CCL8 CCM2 CCN1 CCN2 CCR1 CCR5 CCR7 CD24 CD27 CD300A CD36 CD4 CD40 CD44 CD74 CD81 CDC42 CDC42EP5 CDH2 CDK1 CDK10 CDK5RAP3 CDON CEACAM1 CFLAR CHI3L1 CHRNA10 CHRNA7 CIB1 CNKSR3 COPS5 CRK CRKL CRYAB CRYBA1 CSF1R CSK CSPG4 CTNNB1 CTSH CX3CL1 CXCL17 CYLD DAB2 DAB2IP DACT1 DAG1 DAXX DDR1 DDR2 DDT DEFB114 DENND2B DHX33 DIRAS1 DIRAS2 DKK1 DLG1 DNAJA1 DNAJC27 DOK1 DOK2 DOK3 DOK4 DOK5 DOK6 DRD2 DRD4 DSTYK DUSP1 DUSP10 DUSP13 DUSP16 DUSP19 DUSP2 DUSP22 DUSP26 DUSP29 DUSP3 DUSP4 DUSP5 DUSP6 DUSP7 DUSP8 DUSP9 DVL2 DVL3 EDA2R EDAR EDN1 EDN3 EFNA1 EGF EGFR EIF2AK2 EIF3A ELANE EMILIN1 EPGN EPHA2 EPHA4 EPHA7 EPHA8 EPHB1 EPHB2 EPO ERBB2 ERBB4 ERCC6 ERN1 ERP29 EZH2 EZR F2R F2RL1 FAM83D FAS FBLN1 FBXW7 FCGR2B FCRL3 FERMT2 FFAR4 FGA FGB FGF1 FGF10 FGF13 FGF18 FGF19 FGF2 FGF20 FGF21 FGF23 FGF4 FGF8 FGFR1 FGFR2 FGFR3 FGFR4 FGG FKTN FLCN FLT1 FLT3 FLT4 FN1 FOXM1 FOXO1 FPR2 FRS2 FSHR FZD10 FZD7 GADD45A GADD45B GADD45G GAREM1 GAS6 GATA4 GBA1 GBP1 GCG GCNT2 GDF15 GDF6 GFRAL GH1 GHR GHRL GLIPR2 GNAI2 GPBAR1 GPER1 GPNMB GPR183 GPR37 GPR37L1 GPR55 GPS1 GPS2 GRAP GRAP2 GRB10 GRB2 GREM1 GRIK2 GRM1 GRM4 GRM5 GSDME GSTP1 HACD3 HAND2 HAVCR2 HCRTR1 HDAC3 HESX1 HGF HIPK2 HIPK3 HLA-DRB1 HMGB1 HMGCR HRAS HRH4 HSF1 HTR2A HTR2B HTR2C HYAL2 IAPP ICAM1 IGBP1 IGF1 IGF1R IGF2 IGFBP3 IGFBP4 IGFBP6 IKBKB IL11 IL1A IL1B IL26 IL31RA IL34 IL6 INAVA INHBA INPP5K INS INSR IQGAP1 IQGAP3 IRAK1 IRAK3 IRAK4 ITCH ITGA1 ITGAV ITGB1BP1 ITGB3 ITPKB JAK2 JCAD KARS1 KCNJ8 KDR KISS1 KIT KL KLB KLHDC10 KLHL31 KRAS KSR1 LAMTOR1 LAMTOR2 LAMTOR3 LAPTM5 LAX1 LBH LEMD2 LEP LGALS9 LIF LILRA5 LILRB4 LMO3 LPAR1 LPAR2 LPAR3 LRRK2 LTBR LYN MADD MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K5 MAP2K6 MAP2K7 MAP3K1 MAP3K10 MAP3K11 MAP3K12 MAP3K13 MAP3K14 MAP3K15 MAP3K2 MAP3K20 MAP3K21 MAP3K3 MAP3K4 MAP3K5 MAP3K6 MAP3K7 MAP3K8 MAP3K9 MAP4K1 MAP4K2 MAP4K3 MAP4K4 MAP4K5 MAPK1 MAPK10 MAPK11 MAPK12 MAPK13 MAPK14 MAPK15 MAPK3 MAPK4 MAPK6 MAPK7 MAPK8 MAPK8IP1 MAPK8IP2 MAPK8IP3 MAPK9 MAPKAPK2 MAPKAPK3 MAPKAPK5 MAPKBP1 MARCO MARVELD3 MBIP MBP MDFIC MECOM MEF2A MEF2C MEN1 MFAP3 MFHAS1 MID1 MIF MINK1 MIR126 MIR133A1 MIR133B MIR138-1 MIR145 MIR181A2 MIR181B1 MIR181D MIR185 MIR200C MIR205 MIR20A MIR21 MIR218-1 MIR221 MIR222 MIR23A MIR24-1 MIR26A1 MIR27A MIR27B MIR29B1 MIR424 MIR503 MIR519D MIR92A1 MIRLET7B MOS MST1R MT3 MTURN MUSK MYC MYD88 MYDGF MYOC NAIP NBR1 NCF1 NCOR1 NDRG2 NDRG4 NDST1 NECAB2 NEK10 NELFE NENF NF1 NF2 NFKB1 NHERF1 NLK NLRP12 NLRP6 NMNAT1 NOD1 NOD2 NODAL NOTCH1 NOTCH2 NOX1 NOX4 NPFFR2 NPHS1 NPNT NPPA NPR2 NPSR1 NPY5R NRAS NRG1 NRP1 NRTN NTF3 NTRK1 NTRK2 NTRK3 OPRK1 OPRM1 OR2AT4 OSM OXTR P2RX7 P2RY1 P2RY6 PABPN1 PAFAH1B1 PAGE4 PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 PAQR3 PBK PDCD10 PDCD4 PDE6G PDE6H PDE8A PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PEA15 PEBP1 PELI2 PER1 PHB1 PHB2 PHLPP1 PIK3CB PIK3CG PIK3R2 PIK3R5 PIK3R6 PIN1 PINK1 PJA2 PKHD1 PLA2G1B PLA2G2A PLA2G5 PLCB1 PLCE1 PLCG2 PLVAP POU4F2 PPARG PPEF2 PPIA PPM1L PPP1CB PPP1CC PPP2R1A PPP5C PRDM11 PRDM15 PRDX1 PRDX2 PRKCA PRKCD PRKCE PRKCZ PRKD2 PRKN PRMT1 PRMT5 PROK1 PRXL2C PSCA PSMD10 PTEN PTGER4 PTK2B PTPN1 PTPN11 PTPN2 PTPN22 PTPN3 PTPN6 PTPN7 PTPRC PTPRJ PTPRR PYCARD QARS1 RAF1 RAMP3 RANBP9 RAP1A RAP1B RAP1GDS1 RAP2A RAPGEF2 RASGRP1 RASGRP3 RASSF2 RB1CC1 RBX1 RCE1 RELL1 RELL2 REN RET RGS14 RGS2 RHBDD3 RIPK1 RIPK2 RIT2 RNF149 RNF41 ROBO1 ROCK1 ROCK2 ROR1 ROR2 ROS1 RPS3 RPS6KA6 RRAS RYK S100A12 S100A7 SASH1 SBK2 SCG2 SCIMP SDCBP SEMA3A SEMA4C SEMA6A SEMA7A SERPINB3 SERPINF2 SETX SH2B3 SH2D3A SH2D3C SH3RF1 SH3RF2 SH3RF3 SHANK3 SHC1 SIRPA SIRT3 SLA SLAMF1 SLC30A10 SMAD1 SMAD3 SMAD4 SMPD1 SOD1 SORBS3 SORL1 SOX2 SOX9 SPAG9 SPHK1 SPI1 SPRED1 SPRED2 SPRED3 SPRY1 SPRY2 SPRY3 SPRY4 SRC SSTR4 STK25 STK3 STK38 STK39 STK4 STK40 STRADB STYX STYXL2 SYK SYNGAP1 SYNJ2BP SYT14P1 TAB1 TAOK1 TAOK2 TAOK3 TBC1D10C TBX1 TDGF1 TEK TENM1 TF TGFA TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR3 THBS1 THPO TIAM1 TIMP3 TIRAP TLR3 TLR4 TLR6 TLR7 TLR9 TMEM106A TNF TNFAIP8L3 TNFRSF11A TNFRSF19 TNFSF11 TNIK TNIP1 TP73 TPBG TPD52L1 TRAF2 TRAF4 TRAF6 TRAF7 TREM2 TRIB1 TRIM5 TRPV4 UCHL1 ULK4 UNC5CL USP17L2 VEGFA VRK2 VRK3 WDR54 WNK2 WNK4 WNT16 WNT5A WNT7A WNT7B WWC1 XCL1 XCL2 XDH XIAP YWHAE YWHAZ ZC3H12A ZDHHC17 ZDHHC9 ZFP36 ZFP36L1 ZFP36L2 ZMYND11 ZNF622 ZNF675 GOBP_MARGINAL_ZONE_B_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MARGINAL_ZONE_B_CELL_DIFFERENTIATION BCL3 CDH17 DLL1 DOCK10 DOCK11 LFNG MFNG NOTCH2 PTK2B GOBP_MAST_CELL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MAST_CELL_ACTIVATION ADGRE2 ADORA2B BTK C12orf4 CBL CD226 CD300A CD300LF CD84 CHGA CLNK CNR1 CNR2 CPLX2 CRLF2 ENPP3 FCER1A FCGR2B FER FES FGR FOXF1 GAB2 GATA1 GATA2 GPR15LG GRP HAVCR1 IL13 IL13RA2 IL4 IL4R KIT LAT LAT2 LCP2 LGALS9 LYN MILR1 MRGPRX2 NDRG1 NECTIN2 NR4A3 PDPK1 PIK3CD PIK3CG PLA2G3 PLSCR1 PTGDR PTGDS PTPN6 RAB44 RABGEF1 RAC2 RASGRP1 RHOH S100A12 S100A13 SCN11A SLC18A2 SNAP23 SNX4 SNX6 SPHK2 STXBP1 STXBP2 SYK TSLP UNC13D VAMP2 VAMP3 VAMP7 VAMP8 GOBP_MAST_CELL_CHEMOTAXIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MAST_CELL_CHEMOTAXIS CHGA KIT PGF PIK3CD RAC2 RIN3 SWAP70 VEGFA VEGFB VEGFC VEGFD GOBP_MAST_CELL_CYTOKINE_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MAST_CELL_CYTOKINE_PRODUCTION BCL10 BCL6 KIT NR4A3 RABGEF1 SYK GOBP_MAST_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MAST_CELL_DIFFERENTIATION GATA3 KIT PIK3CD PLA2G3 TAL1 ZFPM1 GOBP_MAST_CELL_MEDIATED_IMMUNITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MAST_CELL_MEDIATED_IMMUNITY ADGRE2 ADORA2B BTK C12orf4 CBL CD300A CD84 CHGA CLNK CPLX2 FCER1A FER FES FGR FOXF1 GAB2 GATA1 GATA2 GPR15LG GRP IL13 IL13RA2 IL4 IL4R KIT LAT LAT2 LGALS9 LYN MILR1 MRGPRX2 NDST2 NR4A3 PDPK1 PIK3CD PIK3CG PLA2G3 PTGDR PTGDS RAB44 RABGEF1 RAC2 RASGRP1 S100A13 SCN11A SERPINB9 SLC18A2 SNAP23 SNX4 SNX6 SPHK2 SPON2 STXBP1 STXBP2 SYK UNC13D VAMP2 VAMP3 VAMP7 VAMP8 GOBP_MAST_CELL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MAST_CELL_MIGRATION CHGA KIT KITLG PGF PIK3CD RABGEF1 RAC2 RIN3 STAT5B SWAP70 VEGFA VEGFB VEGFC VEGFD GOBP_MAST_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MAST_CELL_PROLIFERATION ENPP3 KIT KITLG LYN NF1 RAC2 STAT6 GOBP_MATERNAL_PLACENTA_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MATERNAL_PLACENTA_DEVELOPMENT AKT1 ASH1L BMPR2 BSG CITED2 CTSB CYP27B1 DAZAP1 DCAF13 DEDD EPOR GHRL GHSR GJB2 JUNB LDOC1 LIF NDP NODAL NR2F2 PARP1 PARP2 PPARD PRDM1 PRDX3 PTGS2 PTN SPP1 STC1 STC2 STOX2 TCF23 TMED2 TPPP3 VDR GOBP_MATERNAL_PROCESS_INVOLVED_IN_FEMALE_PREGNANCY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MATERNAL_PROCESS_INVOLVED_IN_FEMALE_PREGNANCY ACE2 ADCY7 AGRP AKT1 ANGPT2 APOL2 AR ASH1L BMPR2 BSG CBS CITED2 CNR1 CSMD1 CTSB CYP27B1 DAZAP1 DCAF13 DEDD DSG1 DSG2 ENSG00000274276 EPOR ESR1 GHRL GHSR GJB2 HAVCR2 HMX3 IHH ITGA3 JUNB KLF1 KPNA6 LDOC1 LGALS9 LIF MED1 NDP NODAL NR2F2 PARP1 PARP2 PGR PPARD PRDM1 PRDX3 PTGS2 PTN RGS2 SPP1 STC1 STC2 STOX2 TCF23 TMED2 TPPP3 VDR WNT4 GOBP_MATERNAL_PROCESS_INVOLVED_IN_PARTURITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MATERNAL_PROCESS_INVOLVED_IN_PARTURITION CYP1A1 EDN1 LDOC1 NODAL OXTR PTAFR GOBP_MATING_BEHAVIOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MATING_BEHAVIOR ABAT ACVR2A ADA APP AVP AVPR1A CNR1 DDO DMRTA1 DRD1 DRD5 EDDM3A EDNRB HDAC2 HEXB KLK14 MAPK8IP2 MTNR1A NCOA1 NHLH2 OXTR P2RX1 P2RY1 PI3 PPP1R1B PPP1R9B SEMG1 SERPINE2 SLC6A4 TAC1 TACR1 TH THRA THRB UBE2Q1 VIP GOBP_MATURATION_OF_5_8S_RRNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MATURATION_OF_5_8S_RRNA ABT1 BOP1 C1D EIF6 ERI1 ERI2 ERI3 EXOSC10 EXOSC2 EXOSC3 EXOSC4 EXOSC7 EXOSC8 EXOSC9 FCF1 FTSJ3 KRI1 LAS1L MAK16 MPHOSPH6 MTREX NOL9 NOP14 NOP9 NSA2 PES1 PRKDC RCL1 RPF1 RPP40 RPS21 RRP15 RRS1 URB1 UTP20 WDR12 GOBP_MATURATION_OF_5_8S_RRNA_FROM_TRICISTRONIC_RRNA_TRANSCRIPT_SSU_RRNA_5_8S_RRNA_LSU_RRNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MATURATION_OF_5_8S_RRNA_FROM_TRICISTRONIC_RRNA_TRANSCRIPT_SSU_RRNA_5_8S_RRNA_LSU_RRNA ABT1 BOP1 ERI1 ERI2 ERI3 EXOSC10 EXOSC2 EXOSC3 EXOSC7 EXOSC8 EXOSC9 FCF1 FTSJ3 KRI1 NOL9 NOP14 NOP9 PES1 RCL1 RPP40 RPS21 RRS1 URB1 UTP20 WDR12 GOBP_MATURATION_OF_LSU_RRNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MATURATION_OF_LSU_RRNA BOP1 DDX18 EIF6 FTSJ3 GTPBP4 LAS1L MAK16 NHP2 NIFK NOL9 NOP2 NSA2 PES1 RBM34 RPF1 RPF2 RPL10A RPL35 RPL7 RPL7A RPL7L1 RRP15 RSL1D1 SNU13 URB1 WDR12 ZNHIT3 ZNHIT6 GOBP_MATURATION_OF_LSU_RRNA_FROM_TRICISTRONIC_RRNA_TRANSCRIPT_SSU_RRNA_5_8S_RRNA_LSU_RRNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MATURATION_OF_LSU_RRNA_FROM_TRICISTRONIC_RRNA_TRANSCRIPT_SSU_RRNA_5_8S_RRNA_LSU_RRNA BOP1 DDX18 FTSJ3 GTPBP4 NIFK NOL9 PES1 RBM34 RPF2 RPL35 RPL7 RPL7L1 URB1 WDR12 ZNHIT3 ZNHIT6 GOBP_MATURATION_OF_SSU_RRNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MATURATION_OF_SSU_RRNA ABT1 BMS1 BYSL DCAF13 DDX52 DHX37 ENSG00000275464 ERCC2 FCF1 GTF2H5 HEATR1 IMP3 IMP4 KRI1 LSM6 MPHOSPH10 NAT10 NGDN NOB1 NOL10 NOL11 NOP14 NOP9 PWP2 RCL1 RIOK1 RIOK2 RIOK3 RPP40 RPS14 RPS16 RPS19 RPS21 RPS28 RPS8 RRP36 RRS1 SLX9 SNU13 SRFBP1 TBL3 TSR1 TSR2 TSR3 UTP20 UTP23 UTP25 UTP3 UTP4 UTP6 WDR3 WDR43 WDR46 GOBP_MATURATION_OF_SSU_RRNA_FROM_TRICISTRONIC_RRNA_TRANSCRIPT_SSU_RRNA_5_8S_RRNA_LSU_RRNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MATURATION_OF_SSU_RRNA_FROM_TRICISTRONIC_RRNA_TRANSCRIPT_SSU_RRNA_5_8S_RRNA_LSU_RRNA ABT1 BMS1 BYSL DCAF13 DHX37 ENSG00000275464 ERCC2 FCF1 GTF2H5 HEATR1 KRI1 NGDN NOL10 NOP14 NOP9 PWP2 RCL1 RPP40 RPS16 RPS19 RPS21 RPS8 RRP36 RRS1 SLX9 TBL3 TSR1 TSR2 UTP20 UTP23 UTP25 UTP3 UTP4 UTP6 WDR43 WDR46 GOBP_MATURE_B_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MATURE_B_CELL_DIFFERENTIATION ADA BCL3 BCL6 C17orf99 CD19 CDH17 CMTM7 CR1 DLL1 DOCK10 DOCK11 FCGR2B GPR183 IL10 IL2 IL21 IL2RG IL6 IRF8 ITFG2 ITM2A LFNG LGALS1 MALT1 MFNG NFKBIZ NKX2-3 NOTCH2 PHF14 PLCG2 PLCL2 POU2AF1 PTK2B RAG2 SLAMF8 SPI1 ST3GAL1 XBP1 GOBP_MATURE_B_CELL_DIFFERENTIATION_INVOLVED_IN_IMMUNE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MATURE_B_CELL_DIFFERENTIATION_INVOLVED_IN_IMMUNE_RESPONSE ADA BCL3 BCL6 C17orf99 CDH17 CR1 DLL1 DOCK10 DOCK11 FCGR2B GPR183 IL10 IL2 IL21 IL6 IRF8 ITFG2 ITM2A LFNG LGALS1 MFNG NFKBIZ NKX2-3 NOTCH2 PHF14 PLCG2 POU2AF1 PTK2B RAG2 SPI1 ST3GAL1 XBP1 GOBP_MATURE_CONVENTIONAL_DENDRITIC_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MATURE_CONVENTIONAL_DENDRITIC_CELL_DIFFERENTIATION CCL19 CCR7 F2RL1 LGALS9 PRTN3 GOBP_MDA_5_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MDA_5_SIGNALING_PATHWAY ANKRD17 C1QBP DDX60 DHX58 IFIH1 IRF3 IRF7 OAS3 RIOK3 TKFC USP17L2 GOBP_MECHANORECEPTOR_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MECHANORECEPTOR_DIFFERENTIATION ADGRV1 ANKRD24 ATOH1 ATP8B1 BMP4 CDH23 CECR2 CLRN1 CLRN2 CTHRC1 DLL1 ESRP1 FGF2 FGF20 FZD2 GABRA5 GABRB2 GRXCR1 GRXCR2 GSDME HES1 HES5 HEY2 IFT20 IFT27 IFT88 JAG1 JAG2 KCNQ1 LHFPL5 MCOLN3 MKS1 MYCL MYO6 MYO7A NAGLU NHERF1 NOTCH1 NTF4 NTRK1 NTRK2 PAFAH1B1 PDZD7 PJVK PLS1 POU4F3 RBPJ SCRIB SDC4 SEC24B SLC44A4 SLC4A7 SLITRK6 SOD1 STRC TECTA TMC1 TMEM132E TPRN TRIOBP TRIP11 TSKU TTC8 USH1C USH1G USH2A WDPCP WHRN GOBP_MECHANOSENSORY_BEHAVIOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MECHANOSENSORY_BEHAVIOR CNTNAP2 DCANP1 DRD2 ETV1 HTT NEUROG1 NRXN1 NRXN2 SHANK3 SLC1A3 SLITRK6 STRA6 STRBP TIFAB GOBP_MEDIUM_CHAIN_FATTY_ACID_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MEDIUM_CHAIN_FATTY_ACID_BIOSYNTHETIC_PROCESS ABHD1 ABHD2 ABHD3 ACOT7 OLAH OXSM GOBP_MEDIUM_CHAIN_FATTY_ACID_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MEDIUM_CHAIN_FATTY_ACID_CATABOLIC_PROCESS ABHD1 ABHD2 ABHD3 ACADM GLYATL2 GOBP_MEDIUM_CHAIN_FATTY_ACID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MEDIUM_CHAIN_FATTY_ACID_METABOLIC_PROCESS ABHD1 ABHD2 ABHD3 ACAD9 ACADM ACOT7 CES1 CRAT CROT CYP4A11 CYP4A22 CYP4Z1 GLYATL2 OLAH OXSM GOBP_MEDIUM_CHAIN_FATTY_ACYL_COA_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MEDIUM_CHAIN_FATTY_ACYL_COA_METABOLIC_PROCESS ACOT7 ACSM2A HSD17B4 NUDT19 NUDT7 NUDT8 GOBP_MEGAKARYOCYTE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MEGAKARYOCYTE_DEVELOPMENT ABI1 EP300 FLI1 FLNA GP1BA GP1BB GP5 GP9 KIT MED1 MEIS1 MPIG6B PIP4K2A PTPN11 PTPN6 SH2B3 SRF TAL1 THPO VPS33B WASF2 ZFPM1 ZNF385A GOBP_MEGAKARYOCYTE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MEGAKARYOCYTE_DIFFERENTIATION ABI1 CDKN2B CIB1 CNOT4 EIF6 EP300 FAXDC2 FLI1 FLNA GABPA GATA1 GATA2 GP1BA GP1BB GP5 GP9 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HMGB2 IL11 KIT L3MBTL1 LOX MAF MED1 MEF2C MEIS1 MIR486-1 MPIG6B MTURN MYB PF4 PIP4K2A PITHD1 PRMT1 PRMT6 PTPN11 PTPN6 RAB7B RBM15 RCOR1 SCIN SH2B3 SP3 SRF TAL1 TESC THPO UBA5 VPS33B WASF2 ZFPM1 ZNF16 ZNF385A GOBP_MEIOSIS_I_CELL_CYCLE_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MEIOSIS_I_CELL_CYCLE_PROCESS AGO4 ANKLE1 ANKRD31 ATM AURKA BAG6 BCL2L11 BRCA2 BRDT BRIP1 BRME1 BTBD18 C11orf80 C14orf39 C1orf146 C9orf78 CCNA1 CCNB1IP1 CCNB2 CCNE1 CCNE2 CDC20 CDC25A CDC25B CDC25C CENPC CENPS CENPX CKS2 CNTD1 DDX4 DMC1 DMRT1 DMRTC2 DNMT3L EHMT2 EME1 EME2 ERCC4 ESPL1 FANCD2 FANCM FBXO5 FMN2 FOXJ2 FOXJ3 HFM1 HORMAD1 HSF2BP HSPA2 IHO1 ING2 KASH5 KLHDC3 M1AP MAEL MAJIN MAPK15 MEI1 MEI4 MEIKIN MEIOB MEIOC MLH1 MLH3 MND1 MOV10L1 MRE11 MSH4 MSH5 MSH6 MUS81 MYBL1 NDC1 NDC80 P3H4 PIWIL2 PKMYT1 PLK1 PRDM7 PRDM9 PSMA8 PSMC3IP PSMD13 PTTG1 PTTG2 PTTG3P RAD21 RAD50 RAD51 RAD51AP1 RAD51B RAD51C RAD51D RAD54B RAD54L REC8 RMI1 RNF212 RNF212B RPL10L SHOC1 SIRT7 SLC25A31 SLX4 SPATA22 SPDYA SPO11 STAG3 SUN1 SYCE1 SYCE1L SYCE2 SYCE3 SYCP1 SYCP2 SYCP3 TDRD9 TERB1 TERB2 TERF1 TEX11 TEX12 TEX15 TEX19 TOP2A TOP2B TRIM75 TRIP13 UBB UBE2B UBR2 USP17L2 WEE2 ZCWPW1 ZSCAN21 GOBP_MEIOTIC_ATTACHMENT_OF_TELOMERE_TO_NUCLEAR_ENVELOPE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MEIOTIC_ATTACHMENT_OF_TELOMERE_TO_NUCLEAR_ENVELOPE MAJIN SPDYA SUN1 TERB1 TERB2 GOBP_MEIOTIC_CELL_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MEIOTIC_CELL_CYCLE ACTR2 ACTR3 AGO4 ANAPC1 ANAPC10 ANAPC11 ANAPC13 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 ANKLE1 ANKRD31 ASPM ASZ1 ATM ATRX AURKA AURKC BAG6 BCL2L11 BOLL BRCA2 BRDT BRIP1 BRME1 BTBD18 BUB3 C11orf80 C14orf39 C1orf146 C9orf78 CALR CATSPERZ CCNA1 CCNB1IP1 CCNB2 CCNB3 CCNE1 CCNE2 CDC16 CDC20 CDC23 CDC25A CDC25B CDC25C CDC26 CDC27 CDK2 CENPC CENPS CENPX CHFR CKS2 CNTD1 CYP26B1 DCAF13 DDB1 DDX4 DMC1 DMRT1 DMRTC2 DNMT3L DUSP1 DUSP13 EDN1 EDNRA EHMT2 EME1 EME2 ERCC4 EREG ESPL1 EXD1 EXO1 FAM9A FAM9B FAM9C FANCA FANCD2 FANCM FBXO43 FBXO5 FIGNL1 FKBP6 FMN2 FOXJ2 FOXJ3 FZR1 GOLGA2 GPR3 H1-8 H2AX HFM1 HORMAD1 HORMAD2 HSF2BP HSPA2 HUS1 HUS1B IHO1 INCENP ING2 INSR KASH5 KCTD19 KIF18A KLHDC3 LFNG LIF M1AP MAEL MAJIN MAPK15 MARF1 MASTL MCMDC2 MEI1 MEI4 MEIKIN MEIOB MEIOC MEIOSIN METTL3 MLH1 MLH3 MND1 MNS1 MOS MOV10L1 MRE11 MSH4 MSH5 MSH6 MSX1 MSX2 MUS81 MYBL1 MYH9 NANOS2 NBN NCAPD2 NCAPD3 NCAPH NCAPH2 NDC1 NDC80 NEK2 NPM2 NPPC NPR2 NSUN2 NUF2 NUMA1 OOEP ORC4 OSGIN2 OVOL1 P3H4 PDE3A PIWIL1 PIWIL2 PIWIL3 PIWIL4 PKMYT1 PLCB1 PLD6 PLK1 PPP2CA PPP2R1A PRDM7 PRDM9 PRR19 PSMA8 PSMC3IP PSMD13 PTEN PTTG1 PTTG2 PTTG3P RAD1 RAD21 RAD21L1 RAD50 RAD51 RAD51AP1 RAD51B RAD51C RAD51D RAD54B RAD54L RBBP8 RBM46 RBM7 REC114 REC8 RMI1 RNF212 RNF212B RPA1 RPL10L RPS6KA2 RSPH1 SEPTIN1 SGO1 SGO2 SHCBP1L SHOC1 SIRT2 SIRT7 SLC25A31 SLC26A8 SLX4 SMC1A SMC1B SMC2 SMC3 SMC4 SPATA17 SPATA22 SPDYA SPIN1 SPIRE1 SPIRE2 SPO11 STAG2 STAG3 STRA8 SUN1 SUN2 SYCE1 SYCE1L SYCE2 SYCE3 SYCP1 SYCP2 SYCP2L SYCP3 TAF1L TDRD1 TDRD12 TDRD9 TDRKH TERB1 TERB2 TERF1 TESMIN TEX11 TEX12 TEX14 TEX15 TEX19 TOP2A TOP2B TOP3A TRIM75 TRIP13 TTK TUBB8 TUBG1 TUBG2 TUBGCP2 TUBGCP3 TUBGCP4 TUBGCP5 TUBGCP6 UBB UBE2B UBR2 USP17L2 UTP14C WASHC5 WBP2NL WEE2 WNT4 WNT5A XRCC2 YTHDC2 YTHDF2 ZCWPW1 ZFP42 ZNF318 ZNF541 ZSCAN21 ZW10 GOBP_MEIOTIC_CELL_CYCLE_CHECKPOINT_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MEIOTIC_CELL_CYCLE_CHECKPOINT_SIGNALING CHFR HORMAD1 HUS1 HUS1B NSUN2 RAD1 TRIP13 TTK GOBP_MEIOTIC_CELL_CYCLE_PHASE_TRANSITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MEIOTIC_CELL_CYCLE_PHASE_TRANSITION CCNB2 CDC20 CDC25A CDC25B CDC25C CHFR MAPK15 MOS NDC80 OVOL1 PKMYT1 TTK USP17L2 GOBP_MEIOTIC_CELL_CYCLE_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MEIOTIC_CELL_CYCLE_PROCESS ACTR2 ACTR3 AGO4 ANKLE1 ANKRD31 ASPM ASZ1 ATM ATRX AURKA BAG6 BCL2L11 BRCA2 BRDT BRIP1 BRME1 BTBD18 C11orf80 C14orf39 C1orf146 C9orf78 CALR CATSPERZ CCNA1 CCNB1IP1 CCNB2 CCNE1 CCNE2 CDC20 CDC25A CDC25B CDC25C CENPC CENPS CENPX CHFR CKS2 CNTD1 CYP26B1 DCAF13 DDB1 DDX4 DMC1 DMRT1 DMRTC2 DNMT3L EDN1 EDNRA EHMT2 EME1 EME2 ERCC4 EREG ESPL1 FANCA FANCD2 FANCM FBXO43 FBXO5 FIGNL1 FMN2 FOXJ2 FOXJ3 FZR1 GOLGA2 GPR3 HFM1 HORMAD1 HSF2BP HSPA2 HUS1 HUS1B IHO1 INCENP ING2 KASH5 KCTD19 KIF18A KLHDC3 LIF M1AP MAEL MAJIN MAPK15 MARF1 MASTL MEI1 MEI4 MEIKIN MEIOB MEIOC MEIOSIN MLH1 MLH3 MND1 MOS MOV10L1 MRE11 MSH4 MSH5 MSH6 MSX1 MSX2 MUS81 MYBL1 MYH9 NANOS2 NCAPD2 NCAPD3 NCAPH NCAPH2 NDC1 NDC80 NPM2 NPPC NPR2 NSUN2 NUF2 OOEP ORC4 OVOL1 P3H4 PDE3A PIWIL2 PKMYT1 PLCB1 PLK1 PPP2R1A PRDM7 PRDM9 PSMA8 PSMC3IP PSMD13 PTEN PTTG1 PTTG2 PTTG3P RAD1 RAD21 RAD50 RAD51 RAD51AP1 RAD51B RAD51C RAD51D RAD54B RAD54L RBM46 REC8 RMI1 RNF212 RNF212B RPL10L RPS6KA2 SEPTIN1 SGO1 SHCBP1L SHOC1 SIRT2 SIRT7 SLC25A31 SLX4 SMC2 SMC4 SPATA17 SPATA22 SPDYA SPIRE1 SPIRE2 SPO11 STAG3 STRA8 SUN1 SYCE1 SYCE1L SYCE2 SYCE3 SYCP1 SYCP2 SYCP2L SYCP3 TAF1L TDRD12 TDRD9 TDRKH TERB1 TERB2 TERF1 TESMIN TEX11 TEX12 TEX14 TEX15 TEX19 TOP2A TOP2B TRIM75 TRIP13 TTK TUBB8 TUBG1 TUBG2 UBB UBE2B UBR2 USP17L2 WASHC5 WEE2 WNT4 WNT5A YTHDF2 ZCWPW1 ZNF541 ZSCAN21 GOBP_MEIOTIC_CELL_CYCLE_PROCESS_INVOLVED_IN_OOCYTE_MATURATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MEIOTIC_CELL_CYCLE_PROCESS_INVOLVED_IN_OOCYTE_MATURATION EDN1 EDNRA NPPC NPR2 PPP2R1A YTHDF2 GOBP_MEIOTIC_CHROMOSOME_CONDENSATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MEIOTIC_CHROMOSOME_CONDENSATION NCAPD2 NCAPD3 NCAPH NCAPH2 SMC2 SMC4 GOBP_MEIOTIC_CHROMOSOME_SEGREGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MEIOTIC_CHROMOSOME_SEGREGATION ACTR2 ACTR3 AGO4 ANKRD31 ASPM ATM AURKA BAG6 BRIP1 C14orf39 C1orf146 C9orf78 CCNB1IP1 CCNB2 CCNE1 CCNE2 CENPC CHFR DCAF13 DDB1 DMC1 EHMT2 ESPL1 FANCD2 FBXO5 FMN2 GOLGA2 HORMAD1 IHO1 KASH5 M1AP MAEL MAJIN MAPK15 MEI4 MEIKIN MEIOB MEIOC MLH1 MLH3 MND1 MOS MRE11 MSH4 MSH5 NCAPH NCAPH2 NDC1 NDC80 NUF2 P3H4 PLK1 PPP2R1A PRDM9 PSMC3IP PTEN PTTG1 PTTG2 PTTG3P REC8 RNF212 RNF212B SEPTIN1 SGO1 SHOC1 SIRT7 SMC2 SMC4 SPATA22 SPDYA SPO11 STAG3 SUN1 SYCE1 SYCE1L SYCE2 SYCE3 SYCP1 SYCP2 TERB1 TERB2 TERF1 TEX11 TEX12 TEX15 TRIP13 TTK TUBB8 UBE2B WASHC5 ZCWPW1 GOBP_MEIOTIC_CHROMOSOME_SEPARATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MEIOTIC_CHROMOSOME_SEPARATION CHFR ESPL1 M1AP MAPK15 MOS NCAPH NCAPH2 TTK GOBP_MEIOTIC_CYTOKINESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MEIOTIC_CYTOKINESIS ACTR2 ACTR3 FMN2 ORC4 SHCBP1L SPIRE1 SPIRE2 WASHC5 GOBP_MEIOTIC_DNA_DOUBLE_STRAND_BREAK_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MEIOTIC_DNA_DOUBLE_STRAND_BREAK_FORMATION ANKRD31 C11orf80 HORMAD1 IHO1 MEI4 MRE11 SPO11 GOBP_MEIOTIC_SISTER_CHROMATID_COHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MEIOTIC_SISTER_CHROMATID_COHESION BUB1 BUB1B GTF2B HORMAD1 HORMAD2 MEIKIN PPP2R1A RAD21 RAD51C REC8 SGO2 SMC1A SMC3 STAG3 GOBP_MEIOTIC_SPINDLE_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MEIOTIC_SPINDLE_ASSEMBLY ASPM AURKA CCNB2 DCAF13 DDB1 FBXO5 GOLGA2 NDC80 PTEN SEPTIN1 TUBB8 WASHC5 GOBP_MEIOTIC_SPINDLE_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MEIOTIC_SPINDLE_ORGANIZATION ASPM ATRX AURKA CCNB2 DCAF13 DDB1 ESPL1 FBXO5 GOLGA2 MOS MYH9 NDC80 PPP2R1A PTEN SEPTIN1 TUBB8 TUBG1 TUBG2 WASHC5 GOBP_MEIOTIC_TELOMERE_CLUSTERING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MEIOTIC_TELOMERE_CLUSTERING ATM MAJIN MLH1 SPDYA SPO11 SUN1 TERB1 TERB2 TERF1 UBE2B GOBP_MELANIN_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MELANIN_METABOLIC_PROCESS APPL1 ASIP ATP7A BCL2 CDH3 CITED1 CTNS DCT DDT GIPC1 MC1R MFSD12 OCA2 OPN3 PMEL RAB38 RAPGEF2 SLC24A5 SLC45A2 SLC7A11 TRPC1 TYR TYRP1 VHL WNT5A ZEB2 GOBP_MELANOCYTE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MELANOCYTE_DIFFERENTIATION ADAMTS20 ADAMTS9 BCL2 BLOC1S6 CITED1 EDN3 EDNRB ENPP1 GLI3 GNA11 HPS4 KIT KITLG LRMDA MEF2C MITF MREG OCA2 OR51E2 RAB27A SLC24A5 SOX10 TYRP1 USP13 ZEB2 GOBP_MELANOCYTE_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MELANOCYTE_PROLIFERATION CLEC12B FAP OR51E2 TBX2 WNT5A GOBP_MELANOSOME_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MELANOSOME_ASSEMBLY ABCB6 AP1B1 AP1G1 AP1M1 AP1S1 AP1S2 AP1S3 AP3B1 AP3D1 AP3M1 AP3S1 AP3S2 HPS1 HPS3 HPS4 HPS5 HPS6 RAB32 RAB38 GOBP_MEMBRANE_BIOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MEMBRANE_BIOGENESIS ANK3 ANKLE2 ANXA2 BANF1 BROX CAV1 CAV2 CAV3 CDH2 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CLIP3 DMKN EMP2 EPHB2 FLOT1 HDAC3 IL1RAPL1 LRCH4 LRP4 MAFB MIR138-1 NLGN1 NLGN2 NLGN3 NLGN4X NLGN4Y NRXN1 NRXN2 NSFL1C PACSIN2 PEX11A PEX16 PTEN PTPRD RCC1 REEP3 REEP4 RFTN1 S100A10 SERINC1 SIRT2 SPAST SPTBN1 STX2 STX4 TLCD1 TLCD2 UBE2I UBXN2A UBXN2B UGCG VPS4A VPS4B GOBP_MEMBRANE_DEPOLARIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MEMBRANE_DEPOLARIZATION ABCD1 ABL1 ADCY10 ADORA2A ANK2 ANK3 ATP1A2 ATP5IF1 BCL2 BEST2 BOK CACNA1C CACNA1D CACNA1G CACNA2D1 CACNB2 CACNG2 CAMK2D CAV1 CAV3 CHRNA10 CHRNA4 CHRNA6 CHRNA9 CHRNB2 CNGB1 DCN EDN1 FHL1 FZD9 GCLC GCLM GJA5 GPD1L HCN1 HCN2 HCN3 HCN4 HSH2D IFI6 KCNH2 KCNJ2 KCNQ3 KDR KMT2A LRRK2 MIR1-1 MIR208A MIR26A1 MLLT11 MYOC NEDD4L NTSR1 P2RX4 P2RX7 PARK7 PARP1 PHOX2B PPP2R3C PRKCZ PTPN3 RACK1 RANGRF SCN10A SCN11A SCN1A SCN1B SCN2B SCN3B SCN4B SCN5A SLC6A4 SLC8A1 SLMAP SMAD7 SRC TBX5 TRPM4 TSPO YWHAH GOBP_MEMBRANE_DEPOLARIZATION_DURING_ACTION_POTENTIAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MEMBRANE_DEPOLARIZATION_DURING_ACTION_POTENTIAL ANK2 ANK3 ATP1A2 CACNA1C CACNA1D CACNA1G CACNA2D1 CACNB2 CAV3 HCN2 HCN4 KCNH2 KCNJ2 MIR208A PTPN3 RANGRF SCN10A SCN11A SCN1A SCN1B SCN2B SCN3B SCN4B SCN5A SLC8A1 SLMAP TRPM4 YWHAH GOBP_MEMBRANE_DEPOLARIZATION_DURING_AV_NODE_CELL_ACTION_POTENTIAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MEMBRANE_DEPOLARIZATION_DURING_AV_NODE_CELL_ACTION_POTENTIAL CACNA1C CACNA1G CACNB2 MIR208A SCN5A TRPM4 GOBP_MEMBRANE_DEPOLARIZATION_DURING_CARDIAC_MUSCLE_CELL_ACTION_POTENTIAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MEMBRANE_DEPOLARIZATION_DURING_CARDIAC_MUSCLE_CELL_ACTION_POTENTIAL ANK2 ANK3 ATP1A2 CACNA1C CACNA1D CACNA1G CACNA2D1 CACNB2 CAV3 HCN2 HCN4 KCNJ2 MIR208A RANGRF SCN1B SCN2B SCN3B SCN4B SCN5A SLC8A1 SLMAP TRPM4 GOBP_MEMBRANE_DEPOLARIZATION_DURING_SA_NODE_CELL_ACTION_POTENTIAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MEMBRANE_DEPOLARIZATION_DURING_SA_NODE_CELL_ACTION_POTENTIAL ANK2 CACNA1D CACNA1G HCN4 SCN5A GOBP_MEMBRANE_DISASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MEMBRANE_DISASSEMBLY AKAP8L CTDNEP1 DCTN1 LPIN1 NEK6 PAFAH1B1 PLAAT3 PLK1 PRKCA PRKCB VRK1 GOBP_MEMBRANE_DOCKING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MEMBRANE_DOCKING AHCYL1 ATG14 ATP2A2 BLOC1S6 BVES CALM1 CAV2 CEP290 CEP83 CFTR CHP1 CLN3 CPLX2 CTBP2 ESYT1 ESYT2 ESYT3 EXOC1 EXOC2 EXOC3 EXOC4 EXOC5 EXOC6 EXOC6B EXOC7 EXOC8 EZR GRAMD2A ICAM1 KCNB1 MSN NDRG4 PACS2 PDZD8 PEX16 PEX26 PLEK PPFIA3 PSEN2 RAB12 RAB13 RAB3A RAB3B RAB3C RAB3D RAB3IP RAB7A RAB8A RAB8B RABEPK RALB ROCK1 SNAP25 SNAP29 SNPH SNX3 STX10 STX11 STX12 STX16 STX17 STX19 STX1A STX1B STX2 STX3 STX4 STX5 STX6 STX7 STX8 STXBP1 STXBP2 STXBP3 SYT1 SYTL2 TPRG1L TSNARE1 UNC13A UNC13B UNC13C USO1 VAMP3 VAMP8 VAPA VAPB VCAM1 VMP1 VPS11 VPS18 VTI1B YKT6 GOBP_MEMBRANE_FISSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MEMBRANE_FISSION CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP5 CHMP6 CHMP7 CORO1C DNM1L EXOC1 EXOC2 EXOC3 EXOC4 EXOC5 EXOC6 EXOC6B EXOC7 EXOC8 HGS MVB12A SH3GLB1 SLC25A46 SNF8 SPAST STAM STAM2 TMCC1 TSG101 UBAP1 VPS25 VPS28 VPS36 VPS37A VPS37B VPS37C VPS37D VPS4A VPS4B GOBP_MEMBRANE_FUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MEMBRANE_FUSION ACE2 ADAM2 AKT2 ANKFY1 ANKRD27 ANXA1 ANXA2 ARL8B ATP13A2 BET1 BET1L BLOC1S6 BNIP1 C16orf92 C2CD5 CAV2 CD9 CH25H CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP5 CHMP6 CHMP7 CHP1 CLN3 CLTRN CORO1A CPLANE2 CPLX1 CPLX2 CPLX3 CRISP1 CTSL DCST1 DCST2 DCSTAMP DNM1L DOC2A DOC2B DPP4 EEA1 EQTN ERC2 FOLR1 FOLR2 FOLR3 FREY1 GAS6 GCA GLIPR1L1 GOSR1 GOSR2 GRIK5 HACE1 HUWE1 HYAL2 IRAG2 IZUMO1 IZUMO1R LLCFC1 LYZL4 LYZL6 MYMK MYMX NAPA NAPG NECTIN2 NKD2 NOX5 NSF NSFL1C OTOF PIKFYVE PIP4K2A PIP4K2B PLA2G5 PLEKHM1 PRRT2 RAB12 RAB13 RAB20 RAB34 RAB39A RAB3A RAB7A RAB7B RAB8A RAB8B RABEP1 RABIF RIMS1 ROPN1B RUBCNL SAMD9 SEC22A SEC22B SEPTIN8 SERPINA5 SLAMF1 SNAP23 SNAP25 SNAP29 SNAP47 SNAPIN SNCA SOX30 SPACA3 SPACA5 SPACA5B SPACA6 SPAM1 SPATA46 SPESP1 SPG11 SPHK1 SPPL2C STX10 STX11 STX12 STX16 STX17 STX18 STX19 STX1A STX1B STX2 STX3 STX4 STX5 STX6 STX7 STX8 STXBP1 STXBP6 SYT1 SYT11 SYT4 SYT7 SYT9 TBC1D4 TGFBRAP1 TIE1 TMEM175 TMEM95 TOM1 TRARG1 TSNARE1 UBXN2A UBXN2B USE1 USO1 UVRAG VAMP1 VAMP2 VAMP3 VAMP4 VAMP7 VAMP8 VAPA VAV3 VCPIP1 VIPAS39 VPS11 VPS16 VPS18 VPS33A VPS33B VPS39 VPS41 VPS4A VPS8 VTI1A VTI1B YIPF4 YIPF5 YIPF7 YKT6 GOBP_MEMBRANE_FUSION_INVOLVED_IN_VIRAL_ENTRY_INTO_HOST_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MEMBRANE_FUSION_INVOLVED_IN_VIRAL_ENTRY_INTO_HOST_CELL CH25H CTSL GAS6 HYAL2 NECTIN2 GOBP_MEMBRANE_HYPERPOLARIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MEMBRANE_HYPERPOLARIZATION CACNG2 CFTR CRTC1 KCNA5 KCNQ3 KCTD7 PARK7 PRKCZ SLC26A3 SOD2 TRPC5 GOBP_MEMBRANE_INVAGINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MEMBRANE_INVAGINATION ABCA1 ABCA7 ADGRB1 AIF1 ALKBH4 ALOX15 ANO6 APPL2 ARF1 ARHGAP12 ARHGAP25 AURKB BECN1 BIN2 C3 CD300A CD36 CDC42 CHMP2A CHMP4A CLCN3 DOCK1 ELMO1 F2RL1 FCGR1A FCGR2B FCHO2 FNBP1L GATA2 GSN GULP1 HAVCR1 HGS ITGA2 ITGAM ITGB2 MARCO MEGF10 MSR1 MYH9 NCKAP1L PLCG2 RAB31 RAC1 RAC3 RHOA SH3BP1 SMURF1 SNX18 SNX3 SNX33 SNX9 SPIRE1 SPIRE2 STAP1 THBS1 TIMD4 TREM2 VAMP7 XKR4 XKR5 XKR6 XKR7 XKR8 XKR9 GOBP_MEMBRANE_LIPID_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MEMBRANE_LIPID_BIOSYNTHETIC_PROCESS A3GALT2 A4GALT ABCA2 ABCA8 ACER1 ACER2 ACER3 AGK ALDH3B1 ALDH3B2 ALOX12B ALOXE3 ASAH1 ASAH2 B3GALT1 B3GALT2 B3GALT4 B3GNT5 B4GALNT1 B4GALT3 B4GALT4 B4GALT5 B4GALT6 C20orf173 CCN1 CERKL CERS1 CERS2 CERS3 CERS4 CERS5 CERS6 CLN8 CSNK1G2 CWH43 CYP4F22 DEGS1 DEGS2 DPM1 DPM2 DPM3 ELOVL1 ELOVL2 ELOVL3 ELOVL4 ELOVL5 ELOVL6 ELOVL7 ENPP7 FA2H FUT6 FUT9 GAL3ST1 GAL3ST2 GAL3ST3 GAL3ST4 GBA1 GBGT1 GPAA1 HACD1 HACD2 HACD3 HACD4 KDSR LARGE1 MPPE1 ORMDL1 ORMDL2 ORMDL3 OSBP P2RX1 P2RX7 PEMT PGAP1 PGAP2 PGAP3 PGAP4 PIGA PIGB PIGC PIGF PIGG PIGH PIGK PIGL PIGM PIGN PIGO PIGP PIGQ PIGS PIGT PIGU PIGV PIGW PIGY PIGZ PLA2G6 PLPP1 PLPP2 PLPP3 PNPLA1 PPM1L PRKAA1 PRKCD PRKD1 PRKD2 PRKD3 SAMD8 SCCPDH SGMS1 SGMS2 SGPL1 SGPP1 SGPP2 SIRT3 SLC30A5 SMPD1 SMPD2 SMPD4 SPHK1 SPHK2 SPNS2 SPTLC1 SPTLC2 SPTLC3 SPTSSA SPTSSB ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST3GAL5 ST3GAL6 ST6GALNAC3 ST6GALNAC4 ST6GALNAC5 ST6GALNAC6 ST8SIA1 ST8SIA2 ST8SIA3 ST8SIA4 ST8SIA5 ST8SIA6 TLCD3B TM9SF2 UGCG UGT8 VAPA GOBP_MEMBRANE_LIPID_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MEMBRANE_LIPID_CATABOLIC_PROCESS ACER1 ACER2 ACER3 ASAH1 ASAH2 ASAH2B CEL CYP1B1 ENPP2 ENPP7 FUCA1 GALC GBA1 GBA2 GBA3 GLA GM2A HEXA HEXB LCT MGST2 NAGA NEU1 NEU2 NEU3 NEU4 PNLIPRP2 PPT1 PRKCD SGPL1 SMPD1 SMPD2 SMPD3 SMPD4 SMPDL3A SMPDL3B SPHK1 VPS54 ZPBP2 GOBP_MEMBRANE_LIPID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MEMBRANE_LIPID_METABOLIC_PROCESS A3GALT2 A4GALT ABCA12 ABCA2 ABCA8 ACER1 ACER2 ACER3 AGK AGMO ALDH3B1 ALDH3B2 ALOX12B ALOXE3 ARV1 ASAH1 ASAH2 ASAH2B B3GALNT1 B3GALT1 B3GALT2 B3GALT4 B3GNT5 B4GALNT1 B4GALT3 B4GALT4 B4GALT5 B4GALT6 BAX C20orf173 CCN1 CEL CERK CERKL CERS1 CERS2 CERS3 CERS4 CERS5 CERS6 CERT1 CLN6 CLN8 CPTP CREM CSNK1G2 CWH43 CYP1B1 CYP4F22 DEGS1 DEGS2 DPM1 DPM2 DPM3 ELOVL1 ELOVL2 ELOVL3 ELOVL4 ELOVL5 ELOVL6 ELOVL7 ENPP2 ENPP7 FA2H FADS3 FUCA1 FUT2 FUT3 FUT5 FUT6 FUT7 FUT9 GAL3ST1 GAL3ST2 GAL3ST3 GAL3ST4 GALC GBA1 GBA2 GBA3 GBGT1 GLA GLB1 GLTP GM2A GPAA1 GPLD1 HACD1 HACD2 HACD3 HACD4 HEXA HEXB HTRA2 ITGB8 KDSR KIT LARGE1 LCT MGST2 MPPE1 NAAA NAGA NAGLU NEU1 NEU2 NEU3 NEU4 NSMAF ORMDL1 ORMDL2 ORMDL3 OSBP P2RX1 P2RX7 PEMT PGAP1 PGAP2 PGAP3 PGAP4 PIGA PIGB PIGC PIGF PIGG PIGH PIGK PIGL PIGM PIGN PIGO PIGP PIGQ PIGS PIGT PIGU PIGV PIGW PIGY PIGZ PLA2G15 PLA2G6 PLPP1 PLPP2 PLPP3 PNLIPRP2 PNPLA1 PPM1L PPP2CA PPP2R1A PPT1 PRKAA1 PRKCD PRKD1 PRKD2 PRKD3 PSAP PSAPL1 SAMD8 SCCPDH SERINC1 SFTPB SGMS1 SGMS2 SGPL1 SGPP1 SGPP2 SIRT3 SLC30A5 SMPD1 SMPD2 SMPD3 SMPD4 SMPDL3A SMPDL3B SPHK1 SPHK2 SPNS2 SPTLC1 SPTLC2 SPTLC3 SPTSSA SPTSSB ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST3GAL5 ST3GAL6 ST6GALNAC3 ST6GALNAC4 ST6GALNAC5 ST6GALNAC6 ST8SIA1 ST8SIA2 ST8SIA3 ST8SIA4 ST8SIA5 ST8SIA6 SUMF1 TECR TEX2 TH TLCD3B TM9SF2 UGCG UGT8 VAPA VPS54 ZPBP2 GOBP_MEMBRANE_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MEMBRANE_ORGANIZATION A4GALT AAK1 ABCA1 ABCA12 ABCA2 ABCA3 ABCA4 ABCA7 ABCB1 ABCB4 ABCC1 ABCD1 ABCD2 ABCG1 ABCG5 ABCG8 ACAA2 ACE2 ADAM2 ADCK1 ADGRB1 AFG3L2 AGK AGRN AHNAK AIF1 AKAP8L AKT1 AKT2 ALKBH4 ALKBH7 ALOX15 ANK2 ANK3 ANKFY1 ANKLE2 ANKRD27 ANO3 ANO4 ANO6 ANO7 ANO9 ANXA1 ANXA2 ANXA6 AP1G1 AP2M1 AP3B1 AP3B2 AP3D1 AP3M2 AP3S1 AP3S2 APOA1 APOA2 APOA4 APOB APOE APOO APOOL APPL2 AR ARF1 ARFGAP2 ARFGAP3 ARHGAP11B ARHGAP12 ARHGAP25 ARL6IP1 ARL8B ARV1 ASAP1 ATF2 ATG2A ATG2B ATG9A ATG9B ATL1 ATL2 ATP10A ATP10B ATP10D ATP11A ATP11B ATP11C ATP13A2 ATP1B1 ATP2A2 ATP2C1 ATP5IF1 ATP8A1 ATP8A2 ATP8B1 ATP8B2 ATP8B3 ATP8B4 ATP9A ATP9B AURKB AZIN2 BAD BAG6 BAIAP2 BAIAP2L1 BAIAP2L2 BAK1 BANF1 BAX BBC3 BCL2 BCL2L1 BCL2L11 BCL2L2 BCS1L BECN1 BET1 BET1L BID BIN1 BIN2 BIN3 BLOC1S2 BLOC1S6 BLTP1 BLTP3B BNIP1 BNIP3 BNIP3L BOK BROX C16orf92 C2CD2L C2CD5 C3 CAMK2A CAMLG CASP7 CAV1 CAV2 CAV3 CAVIN2 CCDC47 CCDC88A CD2 CD24 CD300A CD36 CD9 CDC42 CDH2 CEP55 CERT1 CETP CH25H CHCHD10 CHCHD3 CHCHD6 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CHP1 CHRDL1 CHRNB1 CIBAR1 CIDEA CIDEB CIDEC CLCN3 CLN3 CLN8 CLPTM1L CLTRN CLU CNP CNTN2 CNTNAP2 COL5A1 COLEC12 COLQ CORO1A CORO1C COX18 CPLANE2 CPLX1 CPLX2 CPLX3 CPTP CR1 CRB1 CRIPT CRISP1 CRKL CRYZL2P-SEC16B CSNK1D CSRP3 CTDNEP1 CTSL CUL3 CXCR4 DBNL DCST1 DCST2 DCSTAMP DCTN1 DEGS1 DHCR24 DLG1 DLG4 DMKN DMPK DNAJA3 DNAJC11 DNM1 DNM1L DNM2 DOC2A DOC2B DOCK1 DOCK2 DPP4 DVL1 EEA1 EGFR EHD2 ELMO1 EMC1 EMC10 EMC2 EMC3 EMC4 EMC6 EMC7 EMC8 EMC9 EMD EMP2 EPB41L3 EPHB2 EQTN ERC2 ESYT1 EXOC1 EXOC2 EXOC3 EXOC4 EXOC5 EXOC6 EXOC6B EXOC7 EXOC8 EYA2 F2RL1 FA2H FASLG FCGR1A FCGR2B FCHO2 FCHSD1 FCHSD2 FLOT1 FNBP1L FNTA FOLR1 FOLR2 FOLR3 FREY1 FRRS1L FZD9 GAS6 GATA2 GBA2 GBF1 GCA GCLC GDNF GET1 GET3 GET4 GHITM GLDN GLIPR1L1 GLRB GLTP GLTPD2 GNPAT GOLPH3 GOLPH3L GOSR1 GOSR2 GPER1 GPHN GRAMD1A GRAMD1B GRAMD1C GRIK5 GRIN3B GSK3A GSK3B GSN GULP1 GZMB HACE1 HAVCR1 HDAC3 HGS HIP1R HK2 HSP90AA1 HSPA1A HSPA4 HSPA8 HSPA9 HUWE1 HYAL2 IER3 IL1RAPL1 IMMT INSIG1 IRAG2 ITGA2 ITGAM ITGB2 IZUMO1 IZUMO1R KCNB1 KCNIP2 KCNN4 KIF20A KLHL12 LAPTM4B LAPTM5 LARGE1 LEMD2 LETM1 LHFPL4 LLCFC1 LMNA LMNB1 LMNB2 LPCAT2 LPCAT3 LPIN1 LRCH4 LRP4 LRRC4 LYZL4 LYZL6 MAFB MAIP1 MAL MAPK15 MAPK8 MARCO MBP MEGF10 MESD MFN2 MFSD2A MIA3 MICALL1 MICOS10 MICOS13 MIR138-1 MIR17 MIR26A1 MIR29A MIR29B1 MIR29C MITD1 MMGT1 MOAP1 MPV17L MSR1 MTCH1 MTCH2 MTSS1 MTSS2 MTTP MTX1 MTX2 MTX3 MUL1 MUSK MVB12A MYADM MYH9 MYMK MYMX MYO18A MYOC MYOF MYRF NAIF1 NAPA NAPG NAXE NCKAP1L NCLN NDRG1 NDUFA13 NECTIN2 NEK6 NEMP1 NHERF1 NKD2 NLGN1 NLGN2 NLGN3 NLGN4X NLGN4Y NMT1 NOMO1 NOMO2 NOMO3 NOX1 NOX5 NPC1 NPC2 NRCAM NRXN1 NRXN2 NSF NSFL1C NUP155 NUP93 OCRL OMA1 OPA1 OSBP OSBPL2 OSBPL5 OSBPL8 OTOF OXA1L P2RX7 PACSIN1 PACSIN2 PACSIN3 PAFAH1B1 PALS1 PARP11 PDCD5 PDCD6 PDCD6IP PEF1 PEX5 PICALM PICK1 PIK3C2A PIKFYVE PINK1 PIP4K2A PIP4K2B PIP5K1C PITPNA PITPNB PITPNC1 PITPNM1 PITPNM2 PITPNM3 PLA2G5 PLAAT3 PLCG2 PLEC PLEKHA8 PLEKHA8P1 PLEKHM1 PLK1 PLSCR1 PLSCR2 PLSCR3 PLSCR4 PLSCR5 PLTP PMAIP1 PMP2 PPIF PPP6C PPT1 PREB PRELID1 PRELID2 PRELID3A PRELID3B PRKCA PRKCB PRKCD PRKCI PRKN PRRT2 PRX PTEN PTPRC PTPRD RAB12 RAB13 RAB1A RAB20 RAB31 RAB34 RAB39A RAB3A RAB5IF RAB7A RAB7B RAB8A RAB8B RABEP1 RABIF RAC1 RAC3 RAPSN RCC1 REEP1 REEP2 REEP3 REEP4 REEP5 RELN RER1 RFT1 RFTN1 RHOA RHOT1 RHOT2 RILP RILPL1 RILPL2 RIMS1 ROMO1 ROPN1B RTL10 RTN4 RTP1 RTP2 RTP3 RTP4 RTP5 RUBCNL S100A10 S100A9 SAMD9 SAMM50 SAR1A SAR1B SCAP SCLT1 SEC13 SEC16A SEC16B SEC22A SEC22B SEC23A SEC23B SEC24A SEC24B SEC24C SEC24D SEC31A SEC31B SEC61A1 SEPTIN8 SERP1 SERPINA5 SGCZ SGTA SH3BP1 SH3GLB1 SH3GLB2 SH3TC2 SHANK3 SHISA6 SHISA7 SIRT2 SLAMF1 SLC25A31 SLC25A4 SLC25A46 SLC25A5 SLC25A6 SLC2A4 SLC35F6 SLC4A1 SLC66A2 SLC7A11 SLC9A1 SMPD1 SMURF1 SNAP23 SNAP25 SNAP29 SNAP47 SNAP91 SNAPIN SNCA SNF8 SNX18 SNX3 SNX33 SNX9 SOD1 SOX30 SPACA3 SPACA5 SPACA5B SPACA6 SPAM1 SPAST SPATA46 SPESP1 SPG11 SPG7 SPHK1 SPIRE1 SPIRE2 SPPL2C SPTA1 SPTBN1 SPTBN4 SSH1 STAM STAM2 STAP1 STAR STARD3 STARD4 STARD5 STEEP1 STPG1 STX10 STX11 STX12 STX16 STX17 STX18 STX19 STX1A STX1B STX2 STX3 STX4 STX5 STX6 STX7 STX8 STXBP1 STXBP6 SYNGR1 SYNGR2 SYNJ1 SYNJ2 SYP SYPL2 SYT1 SYT11 SYT4 SYT7 SYT9 SYTL4 TAFAZZIN TARDBP TBC1D20 TBC1D4 TFG TGFB2 TGFBRAP1 THBS1 THEM4 TIE1 TIMD4 TIMM10 TIMM10B TIMM13 TIMM22 TIMM29 TIMM50 TIMM8A TIMM8B TIMM9 TLCD1 TLCD2 TMCC1 TMCO1 TMED10 TMED2 TMED9 TMEFF2 TMEM102 TMEM11 TMEM147 TMEM14A TMEM170A TMEM175 TMEM30A TMEM30B TMEM33 TMEM41B TMEM43 TMEM95 TNFAIP8L3 TOM1 TOMM20 TOMM22 TOMM40 TOMM5 TOMM6 TOMM7 TOMM70 TOR1A TOR1AIP1 TOR1AIP2 TOR1B TP53 TRAM1 TRAM1L1 TRAM2 TRAPPC1 TRAPPC10 TRAPPC11 TRAPPC12 TRAPPC13 TRAPPC2 TRAPPC2B TRAPPC2L TRAPPC3 TRAPPC4 TRAPPC5 TRAPPC6A TRAPPC6B TRAPPC8 TRAPPC9 TRARG1 TRDN TREM2 TRIAP1 TRIM72 TRMT10B TRPC5 TSG101 TSNARE1 TSPO TTPA UBAP1 UBE2I UBL4A UBXN2A UBXN2B UGCG UMOD UQCC3 USE1 USO1 UVRAG VAMP1 VAMP2 VAMP3 VAMP4 VAMP7 VAMP8 VAPA VAPB VAV3 VCPIP1 VDAC2 VIPAS39 VMP1 VPS11 VPS16 VPS18 VPS25 VPS28 VPS33A VPS33B VPS36 VPS37A VPS37B VPS37C VPS37D VPS39 VPS41 VPS4A VPS4B VPS8 VRK1 VTI1A VTI1B WASL WDR83OS WHAMM WNK1 XKR4 XKR5 XKR6 XKR7 XKR8 XKR9 YIPF4 YIPF5 YIPF7 YJEFN3 YKT6 ZDHHC2 ZMPSTE24 ZMYND8 ZNF205 GOBP_MEMBRANE_PROTEIN_ECTODOMAIN_PROTEOLYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MEMBRANE_PROTEIN_ECTODOMAIN_PROTEOLYSIS ADAM10 ADAM17 ADAM19 ADAM8 ADAM9 ADRA2A APH1A APOE BACE1 BACE2 DAG1 ERAP1 FURIN GPLD1 HM13 IFNG IL10 IL1B LRIG2 MMP7 MYH9 NCSTN NRDC P2RX7 PACSIN3 PRKCQ PRTN3 PSEN1 PSEN2 PSENEN PTPN3 RBMX RGMA ROCK1 SH3D19 SNX33 SNX9 SPPL2A SPPL2B SPPL2C SPPL3 TIMP1 TIMP2 TIMP3 TIMP4 TNF TNFRSF1B GOBP_MEMBRANE_PROTEIN_INTRACELLULAR_DOMAIN_PROTEOLYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MEMBRANE_PROTEIN_INTRACELLULAR_DOMAIN_PROTEOLYSIS ADAM9 APH1A APH1B HM13 MBTPS1 MBTPS2 MMP7 NCSTN PSENEN RHBDD1 SPPL2A SPPL2B SPPL2C TGFB1 GOBP_MEMBRANE_PROTEIN_PROTEOLYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MEMBRANE_PROTEIN_PROTEOLYSIS ADAM10 ADAM17 ADAM19 ADAM8 ADAM9 ADRA2A AFG3L2 APH1A APH1B APOE BACE1 BACE2 CLPP CTSH DAG1 ERAP1 FURIN GPLD1 HM13 IFNG IL10 IL1B LRIG2 MBTPS1 MBTPS2 MMP7 MYH9 NAPSA NCSTN NRDC P2RX7 PACSIN3 PARL PRKCQ PRTN3 PSEN1 PSEN2 PSENEN PTPN3 RBMX RET RGMA RHBDD1 ROCK1 SH3D19 SNX33 SNX9 SPPL2A SPPL2B SPPL2C SPPL3 TGFB1 TIMP1 TIMP2 TIMP3 TIMP4 TMPRSS6 TNF TNFRSF1B GOBP_MEMBRANE_RAFT_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MEMBRANE_RAFT_ASSEMBLY ANXA2 CAV1 CAV2 CAV3 EMP2 FLOT1 LRCH4 MIR138-1 PACSIN2 RFTN1 S100A10 GOBP_MEMBRANE_RAFT_LOCALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MEMBRANE_RAFT_LOCALIZATION CD2 DOCK2 GSN MAL NAXE PTPRC RALA YJEFN3 GOBP_MEMBRANE_RAFT_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MEMBRANE_RAFT_ORGANIZATION ABCA7 ANXA2 CAV1 CAV2 CAV3 CD2 CLN3 COLEC12 DLG1 DOCK2 EMP2 FA2H FLOT1 GSN LRCH4 MAL MIR138-1 MYADM NAXE NPC1 PACSIN2 PPT1 PTPRC RFTN1 S100A10 YJEFN3 GOBP_MEMBRANE_REPOLARIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MEMBRANE_REPOLARIZATION ADCY10 AKAP6 AKAP9 ANK2 ATP1A1 ATP1A2 ATP1B1 ATP1B2 ATP1B3 CACNA1D CACNA2D1 CACNB3 CASQ2 CAV1 CAV3 FLNA GJA5 KCNA1 KCNA5 KCND2 KCND3 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNH2 KCNH6 KCNH7 KCNIP2 KCNJ2 KCNJ3 KCNJ5 KCNJ8 KCNN2 KCNQ1 MIR1-1 MIR133A1 MIR29B1 MIR30D MIR328 NEDD4L NOS1AP NPPA RNF207 SCN1B SCN2B SCN4B SCN5A SLC24A4 SNTA1 WDR1 YWHAE ZMPSTE24 GOBP_MEMBRANE_REPOLARIZATION_DURING_ACTION_POTENTIAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MEMBRANE_REPOLARIZATION_DURING_ACTION_POTENTIAL ATP1A1 ATP1B1 CACNA2D1 CACNB3 CAV1 FLNA KCNA1 KCNA5 KCND3 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNH2 KCNH6 KCNH7 KCNIP2 KCNJ2 KCNJ3 KCNJ5 KCNJ8 KCNN2 KCNQ1 MIR1-1 MIR133A1 MIR328 NOS1AP RNF207 SCN2B YWHAE GOBP_MEMBRANE_REPOLARIZATION_DURING_ATRIAL_CARDIAC_MUSCLE_CELL_ACTION_POTENTIAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MEMBRANE_REPOLARIZATION_DURING_ATRIAL_CARDIAC_MUSCLE_CELL_ACTION_POTENTIAL FLNA KCNA5 KCNJ3 KCNJ5 KCNN2 KCNQ1 MIR328 GOBP_MEMBRANE_REPOLARIZATION_DURING_CARDIAC_MUSCLE_CELL_ACTION_POTENTIAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MEMBRANE_REPOLARIZATION_DURING_CARDIAC_MUSCLE_CELL_ACTION_POTENTIAL ATP1A1 ATP1B1 FLNA KCNA5 KCND3 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNH2 KCNIP2 KCNJ2 KCNJ3 KCNJ5 KCNJ8 KCNN2 KCNQ1 MIR1-1 MIR133A1 MIR328 NOS1AP RNF207 SCN2B YWHAE GOBP_MEMBRANE_REPOLARIZATION_DURING_VENTRICULAR_CARDIAC_MUSCLE_CELL_ACTION_POTENTIAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MEMBRANE_REPOLARIZATION_DURING_VENTRICULAR_CARDIAC_MUSCLE_CELL_ACTION_POTENTIAL KCND3 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNH2 KCNJ3 KCNJ5 KCNJ8 KCNQ1 MIR1-1 MIR133A1 NOS1AP RNF207 SCN2B GOBP_MEMBRANE_TO_MEMBRANE_DOCKING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MEMBRANE_TO_MEMBRANE_DOCKING EZR ICAM1 MSN ROCK1 VCAM1 GOBP_MEMBRANOUS_SEPTUM_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MEMBRANOUS_SEPTUM_MORPHOGENESIS BMP4 FGFR2 FZD1 FZD2 NOG NSD2 TGFB2 TGFBR2 GOBP_MEMORY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MEMORY ABCA7 ABCC8 ADCY1 ADCY8 ADGRF1 ADNP APOE ARC ASIC1 ATAD1 ATXN1 ATXN1L B4GALT2 BDNF BRINP1 BTBD9 CALB1 CAMK2N1 CAMK4 CCND2 CHRNA7 CHRNB2 CHST10 CIC CNR1 CPEB3 CREB1 CRTC1 CSMD1 CTNS CUX2 CX3CR1 DBH DRD1 DRD2 EHMT2 EIF2AK4 EIF4EBP2 FEN1 FGF13 FOXO6 GIP GRIA1 GRIN2A HRH1 HTR2A INSR ITGA3 ITGA5 ITGA8 ITPR3 JPH3 KAT2A KAT2B KCNK10 KCNK2 KCNK4 KLK8 LARGE1 LDLR LGMN LMX1A LRRC66 LRRN4 MAP1A MAPT MDK MECP2 MUSK NETO1 NFATC4 NGF NPAS4 NTAN1 NTF3 NTF4 OXTR PAIP2 PAK5 PAK6 PJA2 PLCB1 PLK2 PPP3CB PRKCZ PRNP PSEN1 PTCHD1 PTGS2 PTN RASGRF1 RCAN1 RELN RGS14 RPS6KB1 S100B SCN2A SERPINF1 SGK1 SHANK1 SHANK3 SHISA7 SLC1A1 SLC24A2 SLC2A4 SLC6A1 SLC6A4 SLC8A2 SLC8A3 SNAP25 SORCS3 SPG11 SRF SYT11 SYT4 TACR1 TAFA2 TH TREM2 TTC36 TUBA1A VLDLR YTHDF1 GOBP_MESANGIAL_CELL_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MESANGIAL_CELL_DEVELOPMENT ACTA2 FOXC2 GPR4 NOTCH1 OSR1 PDGFB GOBP_MESANGIAL_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MESANGIAL_CELL_DIFFERENTIATION ACTA2 CD34 FOXC2 GPR4 NOTCH1 OSR1 PDGFB GOBP_MESENCHYMAL_CELL_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MESENCHYMAL_CELL_APOPTOTIC_PROCESS BMP7 EDNRA ETV6 GDF5 HIF1A HNF1B HOXA13 MSX1 MSX2 PAX2 PAX8 POU3F4 SHH SOX9 SYNE1 TBX1 GOBP_MESENCHYMAL_CELL_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MESENCHYMAL_CELL_DEVELOPMENT BCL2 FOXC1 HEY2 HEYL NOTCH1 TBX20 GOBP_MESENCHYMAL_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MESENCHYMAL_CELL_DIFFERENTIATION ACVR1 ACVRL1 ADAM15 ADAM8 ADIPOR1 AGT AKNA ALDH1A2 ALX1 AMELX AMER1 ANXA6 APLF AXIN2 BAMBI BCL2 BCL9L BMP2 BMP4 BMP5 BMP7 BMPR1A CDC42 CDH2 CITED2 CLASP1 CLASP2 COL1A1 CORO1C CRB2 CTNNB1 CUL7 CYP26C1 DAB2 DAB2IP DACT3 DAG1 DDX17 DDX5 DLG5 EDN1 EDN3 EDNRA EDNRB EFNA1 EFNB1 ELL3 EMP2 ENG EOMES EPB41L5 EPHA3 EPHA4 ERBB4 EXT1 EZH2 FAM172A FAM83D FBXL17 FERMT2 FGF10 FGF19 FGF8 FGFR1 FGFR2 FLNA FN1 FOLR1 FOXA1 FOXA2 FOXC1 FOXC2 FOXF2 FRZB FUZ GATA3 GATA5 GBX2 GCNT2 GDNF GLIPR2 GREM1 GSC GSK3B HAND2 HAS2 HDAC2 HES1 HEY1 HEY2 HEYL HGF HIF1A HMGA2 HNRNPAB HPN HTR2B IGF1 IL17RD IL1B IL6 ISL1 JAG1 KBTBD8 KITLG KLHL12 LAMA5 LDLRAD4 LEF1 LIMS1 LOXL2 LOXL3 LRG1 LRP6 MAD2L2 MAPK1 MAPK3 MARK1 MCRIP1 MDK MEF2C MIR130A MIR144 MIR145 MIR149 MIR21 MIR221 MIR222 MIR29B1 MIR326 MIR342 MIR379 MIR519D MIR573 MIR590 MSX1 MSX2 MTOR NCAM1 NKX2-1 NOG NOLC1 NOTCH1 NOTCH4 NRG1 NRP1 NRP2 NRTN OLFM1 OSR1 OTUD5 OVOL2 PAX2 PAX6 PDCD4 PDCD6 PDPN PEF1 PHACTR4 PHLDB1 PHLDB2 PHOX2B PITX2 POFUT2 POLR1B PPP2CA PPP3R1 PTEN PTK2 RADIL RANBP3L RBPJ RDH10 RET RFLNB RGCC ROCK1 ROCK2 RPS7 RTN4 S100A4 SDCBP SDHAF2 SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SERPINB3 SFRP1 SFRP2 SHH SIX1 SIX2 SLC39A10 SLC39A6 SMAD2 SMAD3 SMAD4 SMAD7 SMO SNAI1 SNAI2 SOX10 SOX8 SOX9 SP6 SPRED1 SPRED2 SPRED3 SPRY1 SPRY2 STAT1 TAPT1 TASOR TBX1 TBX20 TBX3 TBX5 TCF21 TCF7L2 TCOF1 TGFB1 TGFB1I1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 TGFBR3L TIAM1 TMEM100 TNXB TRIM28 TRIM62 TWIST1 USF3 VASN WNT10A WNT11 WNT16 WNT2 WNT4 WNT5A WNT8A WWTR1 ZFP64 ZNF703 ZNF750 GOBP_MESENCHYMAL_CELL_DIFFERENTIATION_INVOLVED_IN_KIDNEY_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MESENCHYMAL_CELL_DIFFERENTIATION_INVOLVED_IN_KIDNEY_DEVELOPMENT AMER1 OSR1 PAX2 SIX2 STAT1 TCF21 WNT4 GOBP_MESENCHYMAL_CELL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MESENCHYMAL_CELL_MIGRATION ACVR1 ANXA6 BMP4 BMP7 CDC42 CDH2 CORO1C EDN1 EDN3 EDNRA EDNRB EFNB1 ENG ERBB4 FGF19 FN1 FOLR1 GBX2 GDNF HAND2 HIF1A HTR2B ISL1 KITLG LAMA5 NRP1 NRP2 NRTN OVOL2 PAX6 PHACTR4 PHOX2B PITX2 RADIL RET SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SHH SMO SOX10 SOX8 TBX1 TPBG TWIST1 GOBP_MESENCHYMAL_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MESENCHYMAL_CELL_PROLIFERATION ARHGAP5 BMP2 BMP4 BMP7 BMPR1A CHRD CTNNB1 CTNNBIP1 DCHS1 DCHS2 FGF4 FGF7 FGF9 FGFR2 FOXF1 GPC3 HAND2 IHH IRS2 KDR LMNA LRP5 MSX1 MYC NFIB OSR1 PDGFA PHF14 PRRX1 SHH SHOX2 SIX1 SIX2 SMO SOX9 STAT1 SYNE1 TBX1 TBX2 TGFBR2 WNT11 WNT2 WNT5A ZEB1 GOBP_MESENCHYMAL_CELL_PROLIFERATION_INVOLVED_IN_LUNG_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MESENCHYMAL_CELL_PROLIFERATION_INVOLVED_IN_LUNG_DEVELOPMENT CTNNB1 FGFR2 NFIB PHF14 SHH TBX2 GOBP_MESENCHYMAL_EPITHELIAL_CELL_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MESENCHYMAL_EPITHELIAL_CELL_SIGNALING FGF10 FGF7 HGF HOXA5 TNC WNT2B WNT5A GOBP_MESENCHYMAL_STEM_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MESENCHYMAL_STEM_CELL_DIFFERENTIATION CTNNB1 FZD1 GSK3B LTBP3 MIR346 PDGFRA REST SLC4A11 SOX5 SOX6 SOX9 WNT3 GOBP_MESENCHYMAL_STEM_CELL_MAINTENANCE_INVOLVED_IN_NEPHRON_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MESENCHYMAL_STEM_CELL_MAINTENANCE_INVOLVED_IN_NEPHRON_MORPHOGENESIS BMP7 HNF1B PAX2 PAX8 SIX2 WNT9B GOBP_MESENCHYMAL_STEM_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MESENCHYMAL_STEM_CELL_PROLIFERATION CCNE1 CITED1 FERMT2 LTBP3 MIR16-1 MIR181A2 MIR29B1 SIX2 TGFB1 TGFBR1 VEGFC GOBP_MESENCHYMAL_TO_EPITHELIAL_TRANSITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MESENCHYMAL_TO_EPITHELIAL_TRANSITION BASP1 CITED1 CTNNB1 FZD7 GATA3 GDNF GREM1 LIF PAX2 PAX8 PELO SALL1 SIX2 SMO STAT1 TCF15 WNT4 WNT9B WT1 GOBP_MESENCHYMAL_TO_EPITHELIAL_TRANSITION_INVOLVED_IN_METANEPHROS_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MESENCHYMAL_TO_EPITHELIAL_TRANSITION_INVOLVED_IN_METANEPHROS_MORPHOGENESIS CTNNB1 GDNF GREM1 LIF PAX2 PAX8 SALL1 SIX2 SMO STAT1 WNT9B GOBP_MESENCHYME_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MESENCHYME_DEVELOPMENT ACTA1 ACTA2 ACTC1 ACTG2 ACVR1 ACVRL1 ADAM15 ADAM8 ADAMTS5 ADIPOR1 AGT AKNA ALDH1A2 ALX1 AMELX AMER1 AMH ANXA6 APC APLF APLNR AXIN2 BAMBI BASP1 BCL2 BCL9L BMP2 BMP4 BMP5 BMP7 BMPR1A BMPR2 BNC2 CDC42 CDH2 CER1 CITED2 CLASP1 CLASP2 COL1A1 CORO1C CPLANE2 CRB2 CRELD1 CTNNB1 CUL7 CYP26C1 DAB2 DAB2IP DACT3 DAG1 DAND5 DCHS1 DDX17 DDX5 DKK1 DLG5 DLL3 DPPA4 EDN1 EDN3 EDNRA EDNRB EFNA1 EFNB1 ELL3 EMP2 ENG EOMES EPB41L5 EPHA3 EPHA4 ERBB3 ERBB4 EXOC4 EXT1 EZH2 FAM172A FAM83D FBXL17 FERMT2 FGF10 FGF19 FGF8 FGF9 FGFR1 FGFR2 FLNA FN1 FOLR1 FOXA1 FOXA2 FOXC1 FOXC2 FOXD1 FOXF1 FOXF2 FOXH1 FRZB FUZ GATA3 GATA4 GATA5 GBX2 GCNT2 GDNF GLIPR2 GREM1 GSC GSK3B HAND1 HAND2 HAS2 HDAC2 HES1 HEY1 HEY2 HEYL HGF HIF1A HMGA2 HNRNPAB HOXA5 HPN HTR2B IGF1 IL17RD IL1B IL6 ISL1 JAG1 KBTBD8 KITLG KLHL12 LAMA5 LDLRAD4 LEF1 LIMS1 LOXL2 LOXL3 LRG1 LRP6 MAD2L2 MAPK1 MAPK3 MARK1 MCRIP1 MDK MDM2 MDM4 MEF2C MEOX1 MESP1 MIR130A MIR144 MIR145 MIR149 MIR21 MIR221 MIR222 MIR29B1 MIR326 MIR342 MIR379 MIR519D MIR573 MIR590 MSX1 MSX2 MTOR MYC NCAM1 NKX2-1 NKX2-5 NODAL NOG NOLC1 NOS3 NOTCH1 NOTCH4 NRG1 NRP1 NRP2 NRTN NUP133 OLFM1 OSR1 OTUD5 OVOL2 PAX2 PAX6 PDCD4 PDCD6 PDPN PEF1 PHACTR4 PHLDB1 PHLDB2 PHOX2B PITX2 PKD2 POFUT2 POGLUT1 POLR1B PPP2CA PPP3R1 PRICKLE1 PTEN PTK2 PTK7 RADIL RANBP3L RBM24 RBPJ RDH10 RET RFLNB RGCC ROBO1 ROBO2 ROCK1 ROCK2 RPS7 RTN4 S100A4 SCX SDCBP SDHAF2 SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SERPINB3 SFRP1 SFRP2 SHH SIX1 SIX2 SIX4 SLC39A10 SLC39A6 SMAD2 SMAD3 SMAD4 SMAD7 SMO SNAI1 SNAI2 SOX10 SOX4 SOX8 SOX9 SP6 SPRED1 SPRED2 SPRED3 SPRY1 SPRY2 STAT1 TAF10 TAPT1 TASOR TBX1 TBX2 TBX20 TBX3 TBX5 TCF15 TCF21 TCF7L2 TCOF1 TEAD2 TGFB1 TGFB1I1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 TGFBR3L TIAM1 TMEM100 TNXB TRIM28 TRIM62 TSPY1 TSPY10 TSPY2 TSPY3 TSPY4 TSPY8 TSPY9 TWIST1 USF3 VASN WNT10A WNT11 WNT16 WNT2 WNT3A WNT4 WNT5A WNT8A WT1 WWTR1 YAP1 ZFP36L1 ZFP64 ZFPM2 ZIC3 ZNF703 ZNF750 GOBP_MESENCHYME_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MESENCHYME_MIGRATION ACTA1 ACTA2 ACTC1 ACTG2 FOXF1 GOBP_MESENCHYME_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MESENCHYME_MORPHOGENESIS ACTA1 ACTA2 ACTC1 ACTG2 ACVR1 ACVRL1 ADAMTS5 APC APLNR BMP2 BMP4 BMP5 BMP7 BMPR1A CPLANE2 DCHS1 ENG EXOC4 FGF8 FOXC1 FOXC2 FOXF1 GATA5 HEY1 HEY2 HEYL ISL1 LEF1 MDM2 MDM4 MSX1 MSX2 MYC NOG NOS3 NOTCH1 OSR1 RBPJ ROBO1 ROBO2 SMAD2 SMAD3 SMAD4 SNAI1 SNAI2 SOX9 TAF10 TBX2 TBX20 TBX3 TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TMEM100 TWIST1 WNT11 WNT3A WNT5A GOBP_MESENDODERM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MESENDODERM_DEVELOPMENT APELA BMPR1A EOMES FGF8 LHX1 NODAL SMAD4 SSBP3 ZFP36L1 GOBP_MESODERMAL_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MESODERMAL_CELL_DIFFERENTIATION BMP4 BMPR1A DKK1 EYA1 EYA2 FGFR2 FOXC2 FOXF1 GJA1 HMGA2 HOXA11 INHBA ITGA2 ITGA3 ITGA8 ITGB1 ITGB3 ITGB4 KDM6B KLF4 MESP1 MIR145 MIR150 MIR200C NODAL PAX2 SFRP2 SIX2 SMAD1 TAF10 TAL1 TBX6 TRIM15 WNT3A GOBP_MESODERMAL_CELL_FATE_COMMITMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MESODERMAL_CELL_FATE_COMMITMENT BMP4 BMPR1A DKK1 EYA1 EYA2 FOXC2 HOXA11 KLF4 MESP1 NODAL PAX2 SFRP2 SIX2 SMAD1 TBX6 TRIM15 WNT3A GOBP_MESODERMAL_CELL_FATE_SPECIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MESODERMAL_CELL_FATE_SPECIFICATION BMPR1A DKK1 EYA1 EYA2 HOXA11 MESP1 NODAL PAX2 SFRP2 SIX2 TBX6 WNT3A GOBP_MESODERMAL_CELL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MESODERMAL_CELL_MIGRATION APELA EPB41L5 FGF8 LRP5 MESP1 GOBP_MESODERM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MESODERM_DEVELOPMENT ACVR1 ACVR2A ACVR2B AHDC1 AMH APELA ARMC5 AXIN1 BMP4 BMP7 BMPR1A BMPR2 BMX BTK CER1 CITED2 CRB2 CTDNEP1 DAND5 DKK1 DLL3 EOMES EPB41L5 EPHA2 ETS2 ETV2 EXOC4 EXT1 EXT2 EYA1 EYA2 FGF8 FGFR2 FOXC1 FOXC2 FOXF1 FOXH1 GDF11 GDF3 GJA1 GPI HAND1 HCK HES7 HMGA2 HOXA11 IKZF1 IKZF3 INHBA IRX3 ITGA2 ITGA3 ITGA8 ITGB1 ITGB3 ITGB4 JAK2 KDM6B KLF4 LEF1 LHX1 LHX2 MESD MESP1 MESP2 MEST MIR1-1 MIR145 MIR150 MIR200C MIXL1 MSGN1 NF2 NODAL NOG NUP133 OSR1 OVOL1 PALB2 PAX2 POFUT2 POGLUT1 POU4F1 PPP2CA PRKACA PRKAR1A PUS7 RPL38 RPS6KA6 SCX SECTM1 SETD2 SFRP2 SHH SIX2 SMAD1 SMAD2 SMAD3 SMAD4 SMO SNAI1 SRF SSBP3 TAF10 TAL1 TBX1 TBX19 TBX20 TBX3 TBX6 TBXT TCF15 TEAD2 TIE1 TLX2 TP63 TRIM15 TSPY1 TSPY10 TSPY2 TSPY3 TSPY4 TSPY8 TSPY9 TWSG1 TXNRD1 VEGFA WLS WNT11 WNT3 WNT3A WNT5A YAP1 ZFP36L1 ZFPM2 ZIC3 GOBP_MESODERM_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MESODERM_MORPHOGENESIS ACVR1 AHDC1 APELA ARMC5 AXIN1 BMP4 BMP7 BMPR1A BMPR2 CRB2 DKK1 EOMES EPB41L5 EPHA2 ETV2 EXOC4 EXT2 EYA1 EYA2 FGFR2 FOXC1 FOXC2 FOXF1 GJA1 GPI HAND1 HMGA2 HOXA11 INHBA ITGA2 ITGA3 ITGA8 ITGB1 ITGB3 ITGB4 KDM6B KLF4 LEF1 MESP1 MESP2 MIR1-1 MIR145 MIR150 MIR200C MSGN1 NF2 NODAL NOG PAX2 POFUT2 PRKACA PRKAR1A SCX SETD2 SFRP2 SIX2 SMAD1 SMAD2 SMAD3 SNAI1 SRF TAF10 TAL1 TBX19 TBX20 TBX3 TBX6 TBXT TLX2 TRIM15 TWSG1 TXNRD1 WLS WNT11 WNT3 WNT3A WNT5A GOBP_MESONEPHRIC_DUCT_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MESONEPHRIC_DUCT_DEVELOPMENT GPC3 GREB1L HNF1B LHX1 OSR1 PKD1 PKD2 WNT11 WNT9B GOBP_MESONEPHRIC_TUBULE_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MESONEPHRIC_TUBULE_FORMATION GATA3 GDNF GREM1 HNF1B HS2ST1 NOG OSR1 SIX1 SIX4 WNT9B GOBP_MESONEPHRIC_TUBULE_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MESONEPHRIC_TUBULE_MORPHOGENESIS ADAMTS16 AGT AGTR2 BCL2 BMP2 BMP4 CITED1 CTNNB1 CTNNBIP1 DCHS1 DLG1 EYA1 FGF1 FGF2 FGF8 FMN1 FOXD1 GATA3 GDNF GLI3 GPC3 GREB1L GREM1 GZF1 HES1 HNF1B HOXA11 HOXB7 HOXD11 HS2ST1 HS3ST3A1 HS3ST3B1 ILK KIF26B LAMA5 LGR4 LHX1 LZTS2 MAGED1 MYC NOG NPNT OSR1 PAX2 PAX8 PBX1 PKD2 PTCH1 SALL1 SHH SIX1 SIX2 SIX4 SMAD4 SMO SOX8 SOX9 TACSTD2 TCF21 TMEM59L VEGFA WNT1 WNT11 WNT2B WNT4 WNT6 WNT9B WT1 GOBP_MESONEPHROS_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MESONEPHROS_DEVELOPMENT ADAMTS16 AGT AGTR2 ARG2 BASP1 BCL2 BMP2 BMP4 BMP7 BMPER CALB1 CAT CER1 CITED1 CRLF1 CTNNB1 CTNNBIP1 DCHS1 DLG1 EPCAM EYA1 FGF1 FGF10 FGF2 FGF8 FGFR2 FMN1 FOXC1 FOXC2 FOXD1 FOXJ1 GATA3 GDF11 GDNF GLI3 GPC3 GREB1L GREM1 GZF1 HES1 HNF1B HOXA11 HOXB7 HOXD11 HS2ST1 HS3ST3A1 HS3ST3B1 ILK KIF26B LAMA5 LGR4 LHX1 LZTS2 MAGED1 MYC NOG NPNT OSR1 OSR2 PAX2 PAX8 PBX1 PKD1 PKD2 PTCH1 RARA RARB REN RET ROBO2 SALL1 SDC1 SDC4 SFRP1 SHH SIM1 SIX1 SIX2 SIX4 SLIT2 SMAD1 SMAD2 SMAD3 SMAD4 SMAD5 SMAD6 SMAD7 SMO SOX8 SOX9 SPRY1 TACSTD2 TCF21 TMEM59L VEGFA WNT1 WNT11 WNT2B WNT4 WNT6 WNT9B WT1 ZBTB16 GOBP_METANEPHRIC_COLLECTING_DUCT_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_METANEPHRIC_COLLECTING_DUCT_DEVELOPMENT AKR1B1 AQP2 CALB1 DLG5 PAX2 PAX8 PKD1 PTCH1 SHH WNT7B GOBP_METANEPHRIC_DISTAL_TUBULE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_METANEPHRIC_DISTAL_TUBULE_DEVELOPMENT CALB1 PAX2 PAX8 PKD1 PKD2 POU3F3 UMOD GOBP_METANEPHRIC_EPITHELIUM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_METANEPHRIC_EPITHELIUM_DEVELOPMENT ACAT1 ADIPOQ AQP1 CALB1 CXCR2 HES1 HES5 LAMB2 LGR4 LIF NPHS2 OSR1 PAX2 PAX8 PKD1 PKD2 POU3F3 SLC22A1 SLC22A6 SOX8 SOX9 STAT1 UMOD WNT4 WNT7B WNT9B WT1 WWTR1 YAP1 GOBP_METANEPHRIC_GLOMERULAR_MESANGIUM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_METANEPHRIC_GLOMERULAR_MESANGIUM_DEVELOPMENT CD34 EGR1 PDGFB PDGFRB WT1 GOBP_METANEPHRIC_GLOMERULUS_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_METANEPHRIC_GLOMERULUS_DEVELOPMENT ADIPOQ AGTR2 AQP1 CD34 EGR1 LAMB2 LGR4 LHX1 NPHS2 OSR1 PAX2 PDGFB PDGFRA PDGFRB RET TCF21 WT1 GOBP_METANEPHRIC_GLOMERULUS_VASCULATURE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_METANEPHRIC_GLOMERULUS_VASCULATURE_DEVELOPMENT AQP1 CD34 EGR1 OSR1 PDGFB PDGFRA PDGFRB TCF21 WT1 GOBP_METANEPHRIC_LOOP_OF_HENLE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_METANEPHRIC_LOOP_OF_HENLE_DEVELOPMENT AQP1 PKD1 PKD2 POU3F3 UMOD WNT7B GOBP_METANEPHRIC_MESENCHYMAL_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_METANEPHRIC_MESENCHYMAL_CELL_DIFFERENTIATION OSR1 PAX2 STAT1 TCF21 WNT4 GOBP_METANEPHRIC_MESENCHYME_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_METANEPHRIC_MESENCHYME_DEVELOPMENT BASP1 BMP7 MYC OSR1 PAX2 PKD2 SHH SIX1 SIX4 SMAD4 STAT1 TCF21 WNT4 WT1 GOBP_METANEPHRIC_NEPHRON_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_METANEPHRIC_NEPHRON_DEVELOPMENT ADIPOQ AGTR2 AQP1 BMP4 CD34 CTNNB1 EGR1 FMN1 FOXD1 GDNF GREM1 HES1 HES5 IRX1 IRX2 KIF26B LAMB2 LGR4 LHX1 LIF NPHS2 OSR1 PAX2 PAX8 PDGFB PDGFRA PDGFRB PKD1 PKD2 RET SALL1 SIX2 SMO SOX8 SOX9 STAT1 TCF21 TFAP2B WNT4 WNT9B WT1 GOBP_METANEPHRIC_NEPHRON_EPITHELIUM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_METANEPHRIC_NEPHRON_EPITHELIUM_DEVELOPMENT ACAT1 ADIPOQ AQP1 CALB1 HES1 HES5 LAMB2 LGR4 LIF NPHS2 OSR1 PAX2 PAX8 PKD1 PKD2 POU3F3 SLC22A1 SLC22A6 SOX8 SOX9 STAT1 UMOD WNT7B WWTR1 YAP1 GOBP_METANEPHRIC_NEPHRON_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_METANEPHRIC_NEPHRON_MORPHOGENESIS BMP4 CTNNB1 FMN1 GDNF GREM1 HES1 HES5 KIF26B LGR4 LHX1 LIF PAX2 PAX8 PKD1 PKD2 SALL1 SIX2 SMO SOX8 SOX9 STAT1 WNT4 WNT9B WT1 GOBP_METANEPHRIC_NEPHRON_TUBULE_EPITHELIAL_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_METANEPHRIC_NEPHRON_TUBULE_EPITHELIAL_CELL_DIFFERENTIATION LIF PAX2 PAX8 STAT1 WWTR1 YAP1 GOBP_METANEPHRIC_NEPHRON_TUBULE_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_METANEPHRIC_NEPHRON_TUBULE_MORPHOGENESIS HES1 HES5 LGR4 PAX2 PAX8 PKD1 SOX8 SOX9 GOBP_METANEPHRIC_PART_OF_URETERIC_BUD_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_METANEPHRIC_PART_OF_URETERIC_BUD_DEVELOPMENT BASP1 CALB1 FOXJ1 LHX1 PKD2 WT1 GOBP_METANEPHRIC_PROXIMAL_TUBULE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_METANEPHRIC_PROXIMAL_TUBULE_DEVELOPMENT ACAT1 AQP1 PKD1 SLC22A1 SLC22A6 GOBP_METANEPHRIC_RENAL_VESICLE_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_METANEPHRIC_RENAL_VESICLE_MORPHOGENESIS CTNNB1 FMN1 GDNF GREM1 KIF26B LHX1 LIF PAX2 PAX8 SALL1 SIX2 SMO STAT1 WNT9B GOBP_METANEPHRIC_S_SHAPED_BODY_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_METANEPHRIC_S_SHAPED_BODY_MORPHOGENESIS BMP4 LHX1 PAX8 PKD2 WT1 GOBP_METANEPHRIC_TUBULE_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_METANEPHRIC_TUBULE_FORMATION PAX2 PAX8 SOX8 SOX9 WNT4 WNT9B GOBP_METANEPHRIC_TUBULE_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_METANEPHRIC_TUBULE_MORPHOGENESIS CXCR2 HES1 HES5 LGR4 PAX2 PAX8 PKD1 SOX8 SOX9 WNT4 WNT9B GOBP_METANEPHROS_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_METANEPHROS_DEVELOPMENT ACAT1 ADIPOQ AGTR2 AKR1B1 APH1A AQP1 AQP2 BASP1 BCL2 BMP4 BMP7 CALB1 CD34 CITED1 CTNNB1 CTSH CXCR2 DLG5 EGR1 EYA1 FBN1 FGF10 FGF8 FMN1 FOXC2 FOXD1 FOXJ1 FRAS1 GATA3 GDF11 GDF6 GDNF GLI3 GPC3 GREB1L GREM1 HES1 HES5 HNF1B HOXA11 HOXC11 ID3 IRX1 IRX2 IRX3 ITGA8 KIF26B LAMB2 LGR4 LHX1 LIF MYC NF1 NIPBL NKX3-1 NPHS2 OSR1 OSR2 PAX2 PAX8 PDGFA PDGFB PDGFRA PDGFRB PKD1 PKD2 POU3F3 PTCH1 RDH10 RET ROBO2 SALL1 SHH SIX1 SIX2 SIX4 SLC22A1 SLC22A6 SMAD4 SMO SOX17 SOX8 SOX9 SPRY1 STAT1 TCF21 TFAP2B UMOD WNT4 WNT7B WNT9B WT1 WWTR1 YAP1 GOBP_METANEPHROS_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_METANEPHROS_MORPHOGENESIS AGTR2 BASP1 BMP4 CALB1 CTNNB1 FGF10 FMN1 FOXJ1 FRAS1 GDNF GREM1 HES1 HES5 KIF26B LGR4 LHX1 LIF PAX2 PAX8 PKD1 PKD2 SALL1 SIX2 SMO SOX8 SOX9 STAT1 WNT4 WNT7B WNT9B WT1 GOBP_METAPHASE_ANAPHASE_TRANSITION_OF_MEIOTIC_CELL_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_METAPHASE_ANAPHASE_TRANSITION_OF_MEIOTIC_CELL_CYCLE CDC20 CHFR MAPK15 MOS TTK GOBP_METAPHASE_CHROMOSOME_ALIGNMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_METAPHASE_CHROMOSOME_ALIGNMENT ABRAXAS1 ABRAXAS2 ANKRD53 APC AURKB AURKC BECN1 BIRC5 BOD1 BUB3 CCNB1 CDC23 CDC42 CDCA5 CDCA8 CDT1 CENPC CENPE CENPF CENPQ CEP55 CHAMP1 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CUL3 DCTN2 DSN1 DYNC1H1 ECT2 EML3 EML4 FAM83D GEM HNRNPU INCENP KAT2B KAT5 KIF14 KIF18A KIF22 KIF2B KIF2C KIFC1 KNL1 KNSTRN KNTC1 KPNB1 MAD1L1 MAP1S MAPRE1 MEIOC MIS12 MLH1 NDC80 NEK2 NSL1 NUDC NUF2 NUMA1 NUP62 PDCD6IP PIBF1 PINX1 PMF1 PSRC1 RAB11A RACGAP1 RB1 RCC2 RMDN1 RRS1 SEH1L SEPTIN1 SGO1 SIRT2 SPAG5 SPC24 SPC25 SPDL1 SPICE1 TEX14 TRAPPC12 TTL VPS4A VPS4B ZNF207 ZW10 ZWILCH GOBP_METENCEPHALON_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_METENCEPHALON_DEVELOPMENT AARS1 ABAT ABL1 AGTPBP1 ARCN1 ASCL1 ATF2 ATIC ATP7A ATRN B4GALT2 BCL2 CBLN1 CBS CD3E CDK5 CDK5R1 CDK5R2 CEND1 CLP1 CNTN1 COQ8B CRK CRKL DAB1 DLL1 EN1 ENSG00000274276 EZH2 FAIM2 FCGR2B FOXC1 FZD4 GART GBA1 GBX2 GDF10 GLI1 GLI2 GNPAT GRID2 HAP1 HERC1 HNRNPD HOXB1 HSPA5 IGF1R KAT2A KCNC1 KCNE1 KIF14 KLHL1 KNDC1 LDB1 LHX1 LHX5 LMX1A LPAR1 MAP2K1 MDK MECP2 MT-CO1 MT-ND4 MTPN MYO16 NAGLU NANOS1 NCOA1 NCOR2 NCSTN NEUROD1 NEUROD2 NLGN4X OGDH OPHN1 OTX1 PAX6 PDSS2 PHOX2A PRKG1 PROX1 PSEN1 PTF1A PTPN11 PTPRS RERE RORA RPGRIP1L SCN5A SCRIB SDF4 SEC24B SEMA4C SERPINE2 SEZ6 SKOR2 SLC25A46 SMO SPTBN2 SSTR1 SSTR2 SSTR3 TP53 TRNP1 TTBK2 TTC21B TTLL1 TUBA1A UQCRQ WHRN WNT1 WNT7A XRCC1 ZNF365 GOBP_METHIONINE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_METHIONINE_BIOSYNTHETIC_PROCESS ADI1 APIP BHMT BHMT2 ENOPH1 MRI1 MTAP MTHFD1 MTHFD2L MTHFR MTR MTRR GOBP_METHIONINE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_METHIONINE_METABOLIC_PROCESS ADI1 APIP BHMT BHMT2 ENOPH1 GNMT MAT1A MRI1 MSRA MTAP MTHFD1 MTHFD2L MTHFR MTR MTRR SMS GOBP_METHYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_METHYLATION AKT1 ALKBH8 ANTKMT ARID4A ARID4B ARMT1 AS3MT ASH1L ASH2L ASMT ASMTL ATF7IP ATPSCKMT ATRX AUTS2 BAZ2A BCDIN3D BEND3 BHMT BHMT2 BMI1 BMT2 BUD23 CAMKMT CARM1 CARNMT1 CBLL1 CMTR1 CMTR2 COMT COMTD1 COQ3 COQ5 CSKMT CTCF CYP1A2 DALRD3 DIMT1 DNMT1 DNMT3A DNMT3B DNMT3L DOT1L DPH5 ECE2 EEF1AKMT1 EEF1AKMT2 EEF1AKMT3 EEF1AKMT4 EEF1AKMT4-ECE2 EEF2KMT EHMT1 EHMT2 EMG1 EOMES ETF1 ETFBKMT EZH1 EZH2 FAM86B1 FAM86B2 FAM86C1P FAM86C2P FAM98A FAM98B FBL FBLL1 FDXACB1 FOS FTSJ1 FTSJ3 GAMT GATAD2A GCG GNMT GRHL2 GSPT1 GTPBP3 HCFC1 HELLS HEMK1 HENMT1 HNMT HSD17B10 ICMT INMT KANSL1 KANSL2 KANSL3 KAT8 KMT2A KMT2B KMT2C KMT2D KMT2E KMT5A KMT5B KMT5C LARP7 LCMT1 LCMT2 MAPT-AS1 MBD1 MBD2 MBD3 MCRS1 MECOM MECP2 MEPCE METTL1 METTL13 METTL14 METTL15 METTL15P1 METTL16 METTL17 METTL18 METTL21A METTL21C METTL21EP METTL22 METTL23 METTL24 METTL25 METTL25B METTL2A METTL2B METTL3 METTL4 METTL5 METTL6 METTL7A METTL7B METTL8 METTL9 MGMT MIR29A MIR29B1 MIR29C MIS18A MPHOSPH8 MRM1 MRM2 MRM3 MTA2 MTAP MTO1 MTR MTRR N6AMT1 NDUFAF5 NDUFAF7 NELFA NELFE NNMT NOP2 NSD1 NSD2 NSD3 NSUN2 NSUN3 NSUN4 NSUN5 NSUN5P1 NSUN5P2 NSUN6 NSUN7 NTMT1 NTMT2 OGT PARP1 PAX6 PCIF1 PCMT1 PEMT PHF20 PNMT PPM1D PRDM1 PRDM10 PRDM11 PRDM12 PRDM13 PRDM14 PRDM15 PRDM16 PRDM2 PRDM4 PRDM5 PRDM6 PRDM7 PRDM8 PRDM9 PRMT1 PRMT2 PRMT3 PRMT5 PRMT6 PRMT7 PRMT8 PRMT9 RAB6A RAMAC RAMACL RBBP5 RBM15 RBM15B RLF RNMT RRP8 SETBP1 SETD1A SETD1B SETD2 SETD3 SETD4 SETD5 SETD6 SETD7 SETD9 SETDB1 SETDB2 SETMAR SLC25A26 SMARCA5 SMYD1 SMYD2 SMYD3 SMYD4 SMYD5 SNRPB SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SPOCD1 SPOUT1 STPG4 SUV39H1 SUV39H2 TARBP1 TFB1M TFB2M TGS1 THADA THUMPD2 THUMPD3 TPMT TRDMT1 TRMO TRMT1 TRMT10A TRMT10B TRMT10C TRMT11 TRMT112 TRMT12 TRMT13 TRMT1L TRMT2A TRMT2B TRMT44 TRMT5 TRMT6 TRMT61A TRMT61B TRMT9B TYMS TYW3 VCPKMT VIRMA WDR4 WDR5 WDR5B WDR6 WT1 WTAP ZC3H13 ZCCHC4 ZMPSTE24 GOBP_METHYLGLYOXAL_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_METHYLGLYOXAL_METABOLIC_PROCESS GATD1 GLO1 HAGH PARK7 PNKD TPI1 GOBP_METHYLGUANOSINE_CAP_DECAPPING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_METHYLGUANOSINE_CAP_DECAPPING CAPRIN1 CNOT7 DCP1A DCP1B DCP2 DCPS EDC3 EDC4 EIF4ENIF1 LSM1 NOCT NUDT12 PATL1 PATL2 PNRC2 ZFP36 GOBP_MHC_CLASS_II_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MHC_CLASS_II_BIOSYNTHETIC_PROCESS AZU1 CIITA HDAC2 IFNG IL10 IL33 IL4 JAK2 NFX1 PF4 RFX5 RFXANK RFXAP SIRT1 SLC11A1 SPI1 TAF7 TLR4 TMEM106A XBP1 GOBP_MHC_CLASS_I_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MHC_CLASS_I_BIOSYNTHETIC_PROCESS CIITA HSPH1 IFNB1 IFNL1 IL33 NLRC5 NLRP12 TAF7 GOBP_MICROGLIAL_CELL_ACTIVATION_INVOLVED_IN_IMMUNE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MICROGLIAL_CELL_ACTIVATION_INVOLVED_IN_IMMUNE_RESPONSE CX3CR1 GRN IL33 TREM2 TYROBP GOBP_MICROGLIAL_CELL_MEDIATED_CYTOTOXICITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MICROGLIAL_CELL_MEDIATED_CYTOTOXICITY CX3CR1 ITGAM SPI1 STAP1 TYROBP GOBP_MICROGLIAL_CELL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MICROGLIAL_CELL_MIGRATION CCL3 CSF1 CX3CL1 CX3CR1 P2RX4 P2RY12 STAP1 TREM2 GOBP_MICROGLIAL_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MICROGLIAL_CELL_PROLIFERATION CLU CSF1 CSF1R CX3CL1 GBA1 IL33 IL34 NDP TREM2 GOBP_MICROGLIA_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MICROGLIA_DIFFERENTIATION APP GBA1 MYD88 NAGLU NDP NR3C1 NRROS TGFB1 TLR2 TLR4 TSPAN2 VPS54 GOBP_MICROTUBULE_ANCHORING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MICROTUBULE_ANCHORING BBS4 BCCIP BICD1 BICD2 CAMSAP3 CCDC120 CCDC187 CCDC68 CEP19 CEP20 CEP350 CEP43 CLASP1 CLASP2 DAG1 DCTN1 GCC2 GSK3B HOOK3 KIF3A MAP1S NIN NINL PCM1 PEX14 GOBP_MICROTUBULE_ANCHORING_AT_MICROTUBULE_ORGANIZING_CENTER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MICROTUBULE_ANCHORING_AT_MICROTUBULE_ORGANIZING_CENTER BBS4 BICD1 BICD2 CCDC120 CCDC68 CEP19 DCTN1 GSK3B HOOK3 KIF3A MAP1S NIN NINL PCM1 GOBP_MICROTUBULE_BASED_MOVEMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MICROTUBULE_BASED_MOVEMENT ACTR10 ACTR2 ACTR3 ADCY10 ADCY3 AGBL4 AGTPBP1 AKAP4 AP3B1 AP3B2 AP3D1 AP3M1 AP3M2 AP3S1 AP3S2 APBA1 APOB APP AQP4 ARHGAP21 ARL3 ARL8A ARL8B ARMC12 ARMC2 ARMCX3 ASH1L ATP1A4 ATP2B4 BAG3 BBS1 BBS12 BBS2 BBS4 BICD1 BICD2 BICDL1 BICDL2 BLOC1S1 BLOC1S2 BLOC1S3 BLOC1S4 BLOC1S5 BLOC1S6 BORCS5 BORCS6 BORCS7 BORCS8 C2CD6 CABS1 CABYR CALY CAMSAP3 CATSPER1 CATSPER2 CATSPER3 CATSPER4 CATSPERD CATSPERE CATSPERZ CCDC103 CCDC38 CCDC39 CCDC40 CCDC63 CCDC65 CCR6 CDC42 CDR2L CELF3 CELSR2 CENPE CEP131 CFAP100 CFAP157 CFAP20 CFAP206 CFAP221 CFAP251 CFAP298 CFAP43 CFAP44 CFAP45 CFAP46 CFAP47 CFAP52 CFAP53 CFAP54 CFAP58 CFAP61 CFAP65 CFAP69 CFAP70 CFAP73 CFAP91 CFAP97D1 CHRNA7 CILK1 CLIP3 CLN3 CLUAP1 CLXN COPG1 COPG2 CYB5D1 DAW1 DCTN1 DDX4 DEFB1 DLG2 DLGAP5 DNAAF1 DNAAF11 DNAAF2 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH10 DNAH11 DNAH12 DNAH14 DNAH17 DNAH2 DNAH3 DNAH5 DNAH6 DNAH7 DNAH8 DNAH9 DNAI1 DNAI2 DNAI3 DNAI4 DNAJA1 DNAL4 DNHD1 DPCD DRC1 DRC7 DST DTNBP1 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLL1 DYNLRB1 DYNLRB2 DYNLT1 DYNLT2 DYNLT2B DYNLT3 DYNLT4 DYNLT5 DZIP1 EFCAB9 ENKUR ENO4 EPPIN FBXW11 FEZ1 FLOT2 FMN2 FSIP2 FUZ FYCO1 GAPDHS GARIN2 GAS2L2 GAS8 GK2 HAP1 HDAC6 HIF1A HNRNPU HOATZ HSBP1 HSPA8 HSPB1 HTT HYDIN IFT122 IFT140 IFT172 IFT20 IFT22 IFT25 IFT27 IFT43 IFT46 IFT52 IFT57 IFT74 IFT80 IFT81 IFT88 IGBP1 ING2 INPP5B INTS13 INTU IQCF1 IQCG JHY KATNB1 KATNIP KIF11 KIF12 KIF13A KIF13B KIF14 KIF15 KIF16B KIF17 KIF18A KIF18B KIF19 KIF1A KIF1B KIF1C KIF20A KIF20B KIF21A KIF21B KIF22 KIF23 KIF24 KIF25 KIF26A KIF26B KIF27 KIF28P KIF2A KIF2B KIF2C KIF3A KIF3B KIF3C KIF4A KIF4B KIF5A KIF5B KIF5C KIF6 KIF7 KIF9 KIFAP3 KIFC1 KIFC2 KIFC3 KLC1 KLC2 KLC3 KLC4 KPNB1 KTN1 KXD1 LAMP1 LCA5 LCA5L LDHC LRPPRC LZTFL1 MAFIP MAK MAP1A MAP1B MAP1S MAP2 MAP4 MAPK8IP3 MAPT MECP2 MEIG1 MGARP MKKS MNS1 MREG NDE1 NDEL1 NEFH NEFL NEK10 NETO1 NEURL1 NHERF1 NME5 NME8 NPHP3 NPHP4 ODAD1 ODAD2 ODAD3 ODAD4 OFD1 OPA1 PAFAH1B1 PCM1 PEX14 PFN4 PGAM4 PGK2 PIERCE1 PIERCE2 PLA2G3 PLTP PRDM14 PRKCZ PRM3 PRSS55 PURA QRICH2 RAB1A RAB21 RAB27B RAB6A RABGEF1 RABL2B RASGRP1 RFX3 RGN RHOT1 RHOT2 RNASE10 ROPN1 ROPN1B ROPN1L RPGR RSPH4A RSPH6A RSPH9 SEMG1 SEMG2 SEPTIN4 SLC22A14 SLC22A16 SLC9B1 SLC9B2 SLC9C1 SLIRP SMCP SNAPIN SOD1 SORD SPA17 SPAG16 SPAG17 SPAG6 SPAST SPEF1 SPEF2 SPEM1 SPEM3 SPG11 SPG7 SSNA1 SSX2IP STARD9 STAU1 STAU2 STK11 STK36 SUN1 SUN2 SYBU SYNE2 TAC4 TACR1 TACR2 TACR3 TBC1D21 TCTE1 TEKT1 TEKT2 TEKT3 TEKT4 TEKT5 TERF2 TEX101 TEX43 TMEM108 TMEM201 TMF1 TNP1 TPGS1 TPPP2 TRAF3IP1 TRAK1 TRAK2 TRIM46 TRIM58 TSSK4 TTC12 TTC21A TTC21B TTC26 TTC29 TTC30A TTC30B TTLL1 TTLL3 TTLL6 TTLL8 TTLL9 TUB TUBA1A UBB UBE2B UCHL1 UXT VDAC3 VPS13A WDPCP WDR19 WDR35 ZMYND10 GOBP_MICROTUBULE_BASED_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MICROTUBULE_BASED_PROCESS AAAS ABL1 ABRAXAS1 ABRAXAS2 ACTR10 ACTR2 ACTR3 ADCY10 ADCY3 AGBL4 AGTPBP1 AKAP4 AKAP9 ALMS1 ANKFN1 ANKRD53 AP3B1 AP3B2 AP3D1 AP3M1 AP3M2 AP3S1 AP3S2 APBA1 APC APC2 APOB APP AQP4 ARHGAP21 ARHGEF10 ARHGEF2 ARHGEF7 ARL2 ARL3 ARL8A ARL8B ARMC12 ARMC2 ARMCX3 ASH1L ASPM ATAT1 ATF5 ATP1A4 ATP2B4 ATRX ATXN3 ATXN7 AUNIP AURKA AURKB AURKC AXIN1 BAG3 BBS1 BBS12 BBS2 BBS4 BCCIP BCL2L10 BICD1 BICD2 BICDL1 BICDL2 BIRC5 BLOC1S1 BLOC1S2 BLOC1S3 BLOC1S4 BLOC1S5 BLOC1S6 BMERB1 BORA BORCS5 BORCS6 BORCS7 BORCS8 BRCA1 BRCA2 BRSK1 BRSK2 C10orf90 C2CD3 C2CD6 CABS1 CABYR CALY CAMSAP1 CAMSAP2 CAMSAP3 CAPN6 CATSPER1 CATSPER2 CATSPER3 CATSPER4 CATSPERD CATSPERE CATSPERZ CAV3 CC2D2A CCDC102B CCDC103 CCDC120 CCDC13 CCDC170 CCDC187 CCDC38 CCDC39 CCDC40 CCDC42 CCDC57 CCDC61 CCDC63 CCDC65 CCDC66 CCDC68 CCDC69 CCDC78 CCDC8 CCDC88A CCDC88B CCDC88C CCNB1 CCNB2 CCNF CCNL1 CCNL2 CCP110 CCR6 CCSAP CCSER2 CDC14A CDC14B CDC14C CDC20 CDC20B CDC42 CDCA8 CDH5 CDK1 CDK2 CDK2AP2 CDK5 CDK5R1 CDK5RAP2 CDKN1B CDR2L CELF3 CELSR2 CENATAC CENPA CENPE CENPH CENPJ CEP120 CEP126 CEP131 CEP135 CEP152 CEP19 CEP192 CEP20 CEP250 CEP295 CEP295NL CEP350 CEP43 CEP44 CEP63 CEP68 CEP70 CEP72 CEP76 CEP85 CEP97 CETN1 CETN2 CETN3 CFAP100 CFAP157 CFAP20 CFAP206 CFAP221 CFAP251 CFAP298 CFAP43 CFAP44 CFAP45 CFAP46 CFAP47 CFAP52 CFAP53 CFAP54 CFAP58 CFAP61 CFAP65 CFAP69 CFAP70 CFAP73 CFAP74 CFAP91 CFAP97D1 CFL1 CGN CHD3 CHEK1 CHEK2 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CHORDC1 CHP1 CHRNA7 CIB1 CILK1 CKAP2 CKAP5 CLASP1 CLASP2 CLIP1 CLIP2 CLIP3 CLIP4 CLN3 CLTC CLUAP1 CLXN CNTLN CNTN2 CNTROB COPG1 COPG2 CPLANE2 CRIPT CROCC CRYAB CSAG1 CSNK1D CTNNB1 CUL7 CUL9 CYB5D1 CYLD DAG1 DAW1 DCAF13 DCLK2 DCTN1 DCTN2 DCTN3 DCTN6 DCX DDB1 DDX4 DEFB1 DEUP1 DIAPH1 DISC1 DIXDC1 DLG1 DLG2 DLGAP5 DNAAF1 DNAAF10 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAAF8 DNAH1 DNAH10 DNAH11 DNAH12 DNAH14 DNAH17 DNAH2 DNAH3 DNAH5 DNAH6 DNAH7 DNAH8 DNAH9 DNAI1 DNAI2 DNAI3 DNAI4 DNAJA1 DNAJB13 DNAL1 DNAL4 DNHD1 DOCK7 DPCD DRC1 DRC7 DRG1 DST DTNBP1 DVL1 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLL1 DYNLL2 DYNLRB1 DYNLRB2 DYNLT1 DYNLT2 DYNLT2B DYNLT3 DYNLT4 DYNLT5 DYRK1A DZIP1 E2F4 EFCAB9 EFHC1 EFNA5 EML1 EML2 EML3 EML4 ENKD1 ENKUR ENO4 EPHA3 EPPIN ERBB2 ESPL1 EZR FAM107A FAM110A FBXO5 FBXW11 FBXW5 FER FES FEZ1 FGF10 FGF13 FIGN FIGNL1 FIGNL2 FKBP4 FLNA FLOT2 FMN2 FOXJ1 FRMPD2 FSD1 FSIP2 FUZ FYCO1 GABARAP GADD45A GAPDH GAPDHS GARIN2 GAS2L1 GAS2L2 GAS2L3 GAS8 GBA2 GCC2 GEN1 GIT1 GJA1 GK2 GNAI1 GOLGA2 GOLGA6A GOLGA6B GOLGA6C GOLGA6D GOLGA8A GOLGA8B GOLGA8CP GOLGA8DP GOLGA8G GOLGA8H GOLGA8IP GOLGA8J GOLGA8K GOLGA8M GOLGA8N GOLGA8O GOLGA8Q GOLGA8R GOLGA8S GOLGA8T GPSM1 GPSM2 GSK3B GTF2B GTSE1 HAP1 HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HDAC3 HDAC6 HDGFL3 HEPACAM2 HIF1A HNRNPU HOATZ HOOK1 HOOK2 HOOK3 HSBP1 HSPA1A HSPA1B HSPA8 HSPB1 HTT HYDIN IFT122 IFT140 IFT172 IFT20 IFT22 IFT25 IFT27 IFT43 IFT46 IFT52 IFT57 IFT74 IFT80 IFT81 IFT88 IGBP1 INCENP ING2 INO80 INPP5B INSC INTS13 INTU IQCA1 IQCA1L IQCF1 IQCG ITGB1 JHY KASH5 KAT2A KAT2B KAT5 KATNA1 KATNAL1 KATNAL2 KATNB1 KATNBL1 KATNIP KIAA0753 KIAA1614 KIF11 KIF12 KIF13A KIF13B KIF14 KIF15 KIF16B KIF17 KIF18A KIF18B KIF19 KIF1A KIF1B KIF1C KIF20A KIF20B KIF21A KIF21B KIF22 KIF23 KIF24 KIF25 KIF26A KIF26B KIF27 KIF28P KIF2A KIF2B KIF2C KIF3A KIF3B KIF3C KIF4A KIF4B KIF5A KIF5B KIF5C KIF6 KIF7 KIF9 KIFAP3 KIFBP KIFC1 KIFC2 KIFC3 KIZ KLC1 KLC2 KLC3 KLC4 KLHL42 KNSTRN KPNB1 KTN1 KXD1 LAMP1 LCA5 LCA5L LDHC LIMK2 LLGL1 LLGL2 LMNA LRGUK LRPPRC LRRC43 LRRC61 LSM14A LZTFL1 LZTS2 MACF1 MAD2L1 MAFIP MAK MAP10 MAP1A MAP1B MAP1S MAP2 MAP3K11 MAP4 MAP6 MAP6D1 MAP7 MAP7D1 MAP7D2 MAP7D3 MAP9 MAPK15 MAPK8IP3 MAPRE1 MAPRE2 MAPRE3 MAPT MARK1 MARK2 MARK4 MCIDAS MCPH1 MDM1 MECP2 MEIG1 MEMO1 MET MGARP MID1 MID1IP1 MISP MKKS MLH1 MNS1 MOS MPDZ MREG MTCL1 MYBL2 MYH9 MZT1 NAT10 NAV1 NAV3 NCKAP5 NCKAP5L NCOR1 NDC80 NDE1 NDEL1 NEDD1 NEFH NEFL NEK10 NEK2 NEK6 NEK7 NETO1 NEURL1 NHERF1 NIN NINL NISCH NLRP5 NME5 NME8 NPHP3 NPHP4 NPM1 NSFL1C NTMT1 NUBP1 NUDC NUF2 NUMA1 NUP62 NUSAP1 OBSL1 OCLN ODAD1 ODAD2 ODAD3 ODAD4 ODF2 OFD1 OOEP OPA1 PAFAH1B1 PAK1 PARD3 PARD3B PARD6A PARD6B PARD6G PARP3 PATJ PAX6 PCLAF PCM1 PCNT PDCD6IP PDE4DIP PEX1 PEX13 PEX14 PFN4 PGAM4 PGK2 PHLDB1 PHLDB2 PIBF1 PIERCE1 PIERCE2 PIN1 PKD1 PKD2 PKHD1 PLA2G3 PLK1 PLK2 PLK3 PLK4 PLTP POC1B POLDIP2 PPP1R12A PPP1R35 PPP2R1A PPP2R3C PRC1 PRDM14 PRICKLE1 PRKAA1 PRKAA2 PRKCZ PRM3 PRSS55 PRUNE1 PSRC1 PTEN PTPA PURA QRICH2 RAB11A RAB1A RAB21 RAB27B RAB6A RAB6C RABGEF1 RABL2B RAC1 RACGAP1 RAE1 RAN RANBP1 RANBP9 RANGRF RASGRP1 RBM14 RCC1 RFX3 RGN RGS14 RHOA RHOT1 RHOT2 RMDN1 RNASE10 RNF19A RNF4 ROCK1 ROCK2 ROPN1 ROPN1B ROPN1L RP1 RP1L1 RPGR RPS3 RSPH1 RSPH4A RSPH6A RSPH9 RTTN SAC3D1 SAPCD2 SASS6 SBDS SDCCAG8 SEMG1 SEMG2 SENP6 SEPTIN1 SEPTIN4 SETD2 SGO1 SIK3 SIRT1 SKA1 SKA2 SKA3 SLAIN1 SLAIN2 SLC16A1 SLC22A14 SLC22A16 SLC39A12 SLC9B1 SLC9B2 SLC9C1 SLIRP SLK SMC1A SMC3 SMCP SNAPIN SNCA SOD1 SON SORD SPA17 SPACA9 SPAG1 SPAG16 SPAG17 SPAG5 SPAG6 SPAST SPATA17 SPATA7 SPC25 SPDL1 SPEF1 SPEF2 SPEM1 SPEM3 SPG11 SPG7 SPICE1 SPIRE1 SPIRE2 SPRY1 SPRY2 SRGAP2 SRGAP2C SRRD SS18 SSNA1 SSX2IP STAG1 STAG2 STARD9 STAU1 STAU2 STIL STK11 STK36 STMN1 STMN2 STMN3 STMN4 STMND1 SUGT1 SUN1 SUN2 SYBU SYNE2 TAC4 TACC1 TACC2 TACC3 TACR1 TACR2 TACR3 TAOK1 TBC1D21 TBCB TBCD TBCE TBCEL TCTE1 TEKT1 TEKT2 TEKT3 TEKT4 TEKT5 TERF2 TEX101 TEX43 TLE6 TMEM108 TMEM201 TMEM67 TMF1 TNKS TNP1 TOGARAM1 TOGARAM2 TPGS1 TPPP TPPP2 TPPP3 TPR TPX2 TRAF3IP1 TRAK1 TRAK2 TRDN TRIM36 TRIM37 TRIM46 TRIM54 TRIM58 TRPV4 TSSK4 TTBK2 TTC12 TTC21A TTC21B TTC26 TTC29 TTC30A TTC30B TTK TTL TTLL1 TTLL11 TTLL13 TTLL2 TTLL3 TTLL4 TTLL5 TTLL6 TTLL7 TTLL8 TTLL9 TUB TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B TUBD1 TUBE1 TUBG1 TUBG2 TUBGCP2 TUBGCP3 TUBGCP4 TUBGCP5 TUBGCP6 TXNDC9 UBB UBE2B UBXN2B UCHL1 ULK4 USP33 UVRAG UXT VBP1 VCP VDAC3 VPS13A VPS4B WASHC5 WDPCP WDR19 WDR35 WDR47 WDR62 WDR73 WEE1 WNT3A WRAP73 XPO1 XRCC2 XRCC3 ZBED3 ZMYND10 ZNF207 ZPR1 ZW10 GOBP_MICROTUBULE_BASED_PROTEIN_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MICROTUBULE_BASED_PROTEIN_TRANSPORT BAG3 CAMSAP3 CEP131 CLIP3 DLG2 HSPB1 KIF5A KIF5B KIF5C MAP1A MAPK8IP3 NETO1 RAB27B SPAG17 GOBP_MICROTUBULE_BASED_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MICROTUBULE_BASED_TRANSPORT ACTR10 ADCY10 AGBL4 AGTPBP1 AP3B1 AP3B2 AP3D1 AP3M1 AP3M2 AP3S1 AP3S2 APBA1 APP AQP4 ARHGAP21 ARL3 ARL8A ARL8B ARMCX3 BAG3 BBS12 BICD1 BICD2 BICDL1 BICDL2 BLOC1S1 BLOC1S2 BLOC1S3 BLOC1S4 BLOC1S5 BLOC1S6 BORCS5 BORCS6 BORCS7 BORCS8 CABYR CALY CAMSAP3 CCDC103 CCDC38 CCDC39 CCDC40 CDC42 CDR2L CEP131 CFAP221 CFAP43 CFAP45 CFAP53 CFAP54 CILK1 CLIP3 CLN3 CLUAP1 COPG1 COPG2 DAW1 DCTN1 DLG2 DNAAF1 DNAAF11 DNAAF2 DNAAF4 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DPCD DST DTNBP1 DYNC1H1 DYNC1I1 DYNC1I2 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLL1 DYNLT2B FBXW11 FEZ1 FLOT2 FUZ FYCO1 GAS8 HAP1 HDAC6 HIF1A HNRNPU HSBP1 HSPA8 HSPB1 HTT IFT122 IFT140 IFT172 IFT20 IFT22 IFT25 IFT27 IFT43 IFT46 IFT52 IFT57 IFT74 IFT80 IFT81 IFT88 INTU JHY KATNIP KIF13A KIF17 KIF1A KIF1B KIF1C KIF27 KIF28P KIF3A KIF3B KIF4A KIF5A KIF5B KIF5C KIFAP3 KLC3 KXD1 LAMP1 LCA5 LCA5L LRPPRC MAK MAP1A MAP1B MAP1S MAP2 MAPK8IP3 MAPT MECP2 MGARP MREG NDE1 NDEL1 NEFH NEFL NEK10 NETO1 NHERF1 NME5 NPHP3 ODAD3 ODAD4 OFD1 OPA1 PAFAH1B1 PCM1 PEX14 PRKCZ PURA RAB1A RAB21 RAB27B RAB6A RABGEF1 RABL2B RASGRP1 RFX3 RHOT1 RHOT2 ROPN1L RPGR RSPH4A SNAPIN SOD1 SPA17 SPAG16 SPAG17 SPAG6 SPAST SPEF2 SPG11 SPG7 SSNA1 SSX2IP STAU1 STAU2 STK11 STK36 SUN1 SUN2 SYBU SYNE2 TERF2 TMEM108 TMEM201 TRAF3IP1 TRAK1 TRAK2 TRIM46 TRIM58 TTC21A TTC21B TTC26 TTC30A TTC30B TTLL1 TUB TUBA1A UBB UCHL1 UXT WDPCP WDR19 WDR35 GOBP_MICROTUBULE_BUNDLE_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MICROTUBULE_BUNDLE_FORMATION AAAS ARMC2 BBS2 CAPN6 CC2D2A CCDC103 CCDC39 CCDC40 CCDC63 CCDC65 CCDC66 CCSER2 CDK5RAP2 CEP131 CFAP100 CFAP157 CFAP206 CFAP43 CFAP44 CFAP46 CFAP47 CFAP58 CFAP65 CFAP69 CFAP73 CFAP74 CFAP91 CFAP97D1 CHP1 CLASP1 CLIP1 CLUAP1 CLXN CPLANE2 DAW1 DCX DNAAF1 DNAAF10 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAAF8 DNAH1 DNAH17 DNAH2 DNAH5 DNAH7 DNAH8 DNAI1 DNAI2 DNAI3 DNAI4 DNAJB13 DNAL1 DRC1 DRC7 FES FOXJ1 FSIP2 GAS2L1 GAS2L2 GAS8 HOATZ HYDIN IQCG JHY KIF20A LRGUK LRRC43 LRRC61 MAP1B MAP1S MAPRE1 MARK4 MEIG1 MNS1 MTCL1 NAV1 NCKAP5 NCKAP5L NEURL1 NISCH NUMA1 ODAD1 ODAD2 ODAD3 ODAD4 PIERCE1 PIERCE2 PLA2G3 PLK1 PSRC1 RP1 RP1L1 RSPH1 RSPH4A RSPH6A RSPH9 SPACA9 SPAG1 SPAG16 SPAG17 SPAG6 SPAST SPEF1 SPEF2 STK36 TBC1D21 TEKT2 TOGARAM1 TPGS1 TPPP TPPP2 TPPP3 TRIM46 TTC12 TTC26 TTLL1 TTLL3 TTLL6 UBE2B ZMYND10 ZNF207 GOBP_MICROTUBULE_CYTOSKELETON_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MICROTUBULE_CYTOSKELETON_ORGANIZATION AAAS ABL1 ABRAXAS1 ABRAXAS2 AKAP9 ALMS1 ANKFN1 ANKRD53 APC APC2 ARHGEF10 ARHGEF2 ARHGEF7 ARL2 ARMC2 ASPM ATAT1 ATF5 ATRX ATXN3 ATXN7 AUNIP AURKA AURKB AURKC AXIN1 BBS1 BBS2 BBS4 BCCIP BCL2L10 BICD1 BICD2 BIRC5 BMERB1 BORA BRCA1 BRCA2 BRSK1 BRSK2 C10orf90 C2CD3 CAMSAP1 CAMSAP2 CAMSAP3 CAPN6 CAV3 CC2D2A CCDC102B CCDC103 CCDC120 CCDC13 CCDC170 CCDC187 CCDC39 CCDC40 CCDC42 CCDC57 CCDC61 CCDC63 CCDC65 CCDC66 CCDC68 CCDC69 CCDC78 CCDC8 CCDC88A CCDC88B CCDC88C CCNB1 CCNB2 CCNF CCNL1 CCNL2 CCP110 CCSAP CCSER2 CDC14A CDC14B CDC14C CDC20 CDC20B CDCA8 CDH5 CDK1 CDK2 CDK2AP2 CDK5 CDK5R1 CDK5RAP2 CDKN1B CENATAC CENPA CENPE CENPH CENPJ CEP120 CEP126 CEP131 CEP135 CEP152 CEP19 CEP192 CEP20 CEP250 CEP295 CEP295NL CEP350 CEP43 CEP44 CEP63 CEP68 CEP70 CEP72 CEP76 CEP85 CEP97 CETN1 CETN2 CETN3 CFAP100 CFAP157 CFAP206 CFAP43 CFAP44 CFAP46 CFAP47 CFAP58 CFAP65 CFAP69 CFAP73 CFAP74 CFAP91 CFAP97D1 CFL1 CGN CHD3 CHEK1 CHEK2 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CHORDC1 CHP1 CIB1 CKAP2 CKAP5 CLASP1 CLASP2 CLIP1 CLIP2 CLIP3 CLIP4 CLTC CLUAP1 CLXN CNTLN CNTN2 CNTROB CPLANE2 CRIPT CROCC CRYAB CSAG1 CSNK1D CTNNB1 CUL7 CUL9 CYLD DAG1 DAW1 DCAF13 DCLK2 DCTN1 DCTN2 DCTN6 DCX DDB1 DEUP1 DISC1 DIXDC1 DLG1 DLGAP5 DNAAF1 DNAAF10 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAAF8 DNAH1 DNAH17 DNAH2 DNAH5 DNAH7 DNAH8 DNAI1 DNAI2 DNAI3 DNAI4 DNAJB13 DNAL1 DOCK7 DRC1 DRC7 DRG1 DVL1 DYNC1H1 DYNC1LI1 DYNC1LI2 DYNLT1 DYRK1A DZIP1 E2F4 EFHC1 EFNA5 EML1 EML2 EML3 EML4 ENKD1 EPHA3 ESPL1 EZR FAM107A FAM110A FBXO5 FBXW11 FBXW5 FER FES FGF10 FGF13 FIGN FIGNL1 FIGNL2 FKBP4 FLNA FMN2 FOXJ1 FRMPD2 FSD1 FSIP2 GABARAP GADD45A GAPDH GAS2L1 GAS2L2 GAS2L3 GAS8 GBA2 GCC2 GEN1 GIT1 GJA1 GNAI1 GOLGA2 GOLGA6A GOLGA6B GOLGA6C GOLGA6D GOLGA8A GOLGA8B GOLGA8CP GOLGA8DP GOLGA8G GOLGA8H GOLGA8IP GOLGA8J GOLGA8K GOLGA8M GOLGA8N GOLGA8O GOLGA8Q GOLGA8R GOLGA8S GOLGA8T GPSM1 GPSM2 GSK3B GTF2B HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HDAC3 HDAC6 HDGFL3 HEPACAM2 HNRNPU HOATZ HOOK1 HOOK2 HOOK3 HSPA1A HSPA1B HTT HYDIN IFT172 INCENP INO80 INSC INTS13 IQCA1 IQCA1L IQCG ITGB1 JHY KASH5 KAT2A KAT2B KAT5 KATNA1 KATNAL1 KATNAL2 KATNB1 KATNBL1 KIAA0753 KIAA1614 KIF11 KIF14 KIF18A KIF18B KIF19 KIF20A KIF23 KIF24 KIF25 KIF2A KIF2B KIF2C KIF3A KIF3B KIF4A KIF4B KIFBP KIFC1 KIFC2 KIZ KNSTRN KPNB1 LIMK2 LLGL1 LLGL2 LMNA LRGUK LRRC43 LRRC61 LSM14A LZTS2 MAD2L1 MAP10 MAP1A MAP1B MAP1S MAP2 MAP4 MAP6 MAP6D1 MAP7 MAP7D1 MAP7D2 MAP7D3 MAP9 MAPK15 MAPRE1 MAPRE2 MAPRE3 MAPT MARK1 MARK2 MARK4 MCIDAS MCPH1 MDM1 MECP2 MEIG1 MET MID1 MID1IP1 MISP MLH1 MNS1 MOS MPDZ MTCL1 MYBL2 MYH9 MZT1 NAT10 NAV1 NAV3 NCKAP5 NCKAP5L NCOR1 NDC80 NDE1 NDEL1 NEDD1 NEFH NEFL NEK2 NEK6 NEK7 NEURL1 NIN NINL NISCH NLRP5 NPM1 NSFL1C NTMT1 NUBP1 NUDC NUF2 NUMA1 NUP62 NUSAP1 OBSL1 OCLN ODAD1 ODAD2 ODAD3 ODAD4 ODF2 OFD1 OOEP PAFAH1B1 PAK1 PARD3 PARD3B PARD6A PARD6B PARD6G PARP3 PATJ PAX6 PCLAF PCM1 PCNT PDCD6IP PDE4DIP PEX14 PHLDB1 PHLDB2 PIBF1 PIERCE1 PIERCE2 PIN1 PKD1 PKD2 PKHD1 PLA2G3 PLK1 PLK2 PLK3 PLK4 POC1B POLDIP2 PPP1R12A PPP1R35 PPP2R1A PPP2R3C PRC1 PRICKLE1 PRKAA1 PRKAA2 PRKCZ PRUNE1 PSRC1 PTEN PTPA RAB11A RAB6C RAC1 RACGAP1 RAE1 RAN RANBP1 RANBP9 RANGRF RBM14 RCC1 RGS14 RHOA RMDN1 RNF19A RNF4 ROCK1 ROCK2 RP1 RP1L1 RPS3 RSPH1 RSPH4A RSPH6A RSPH9 RTTN SAC3D1 SAPCD2 SASS6 SBDS SDCCAG8 SENP6 SEPTIN1 SETD2 SGO1 SIK3 SIRT1 SKA1 SKA2 SKA3 SLAIN1 SLAIN2 SLC16A1 SLC39A12 SLK SMC1A SMC3 SNCA SON SPACA9 SPAG1 SPAG16 SPAG17 SPAG5 SPAG6 SPAST SPATA17 SPATA7 SPC25 SPDL1 SPEF1 SPEF2 SPICE1 SPIRE1 SPIRE2 SPRY1 SPRY2 SRGAP2 SRGAP2C SS18 SSNA1 SSX2IP STAG1 STAG2 STARD9 STIL STK36 STMN1 STMN2 STMN3 STMN4 STMND1 SUGT1 SUN1 SUN2 SYNE2 TACC1 TACC2 TACC3 TAOK1 TBC1D21 TBCB TBCD TBCE TBCEL TEKT2 TLE6 TMEM67 TNKS TOGARAM1 TOGARAM2 TPGS1 TPPP TPPP2 TPPP3 TPR TPX2 TRAF3IP1 TRDN TRIM36 TRIM37 TRIM46 TRIM54 TRPV4 TTBK2 TTC12 TTC26 TTK TTL TTLL1 TTLL11 TTLL13 TTLL2 TTLL3 TTLL4 TTLL5 TTLL6 TTLL7 TTLL9 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B TUBD1 TUBE1 TUBG1 TUBG2 TUBGCP2 TUBGCP3 TUBGCP4 TUBGCP5 TUBGCP6 TXNDC9 UBE2B UBXN2B ULK4 USP33 UVRAG UXT VCP VPS4B WASHC5 WDR47 WDR62 WDR73 WEE1 WNT3A WRAP73 XPO1 XRCC2 XRCC3 ZBED3 ZMYND10 ZNF207 ZPR1 ZW10 GOBP_MICROTUBULE_CYTOSKELETON_ORGANIZATION_INVOLVED_IN_MITOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MICROTUBULE_CYTOSKELETON_ORGANIZATION_INVOLVED_IN_MITOSIS AAAS ABRAXAS1 ABRAXAS2 ANKFN1 ANKRD53 ARHGEF10 AURKA AURKB AURKC BCCIP BIRC5 BORA CCDC61 CCNB1 CCSAP CDC20 CDCA8 CDK1 CDK5RAP2 CENPA CENPE CENPH CENPJ CEP126 CEP192 CEP97 CHEK2 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CKAP5 CLASP1 CLASP2 CLTC DCTN1 DCTN2 DCTN6 DLGAP5 DRG1 DYNC1H1 DYNLT1 EFHC1 EML1 EML3 ENKD1 ESPL1 FAM110A FBXW11 FGF10 FLNA FSD1 GJA1 GNAI1 GOLGA2 GPSM1 GPSM2 HDAC3 HNRNPU HSPA1A HSPA1B HTT INCENP INSC INTS13 ITGB1 KAT5 KIF11 KIF23 KIF2A KIF3B KIF4A KIF4B KIFC1 KIFC2 KPNB1 LSM14A MAD2L1 MAP10 MAP1S MAP4 MAP9 MAPRE1 MCPH1 MECP2 MISP MYBL2 MZT1 NDC80 NDE1 NDEL1 NEK2 NEK6 NSFL1C NUDC NUF2 NUMA1 NUP62 NUSAP1 OFD1 PAFAH1B1 PARP3 PAX6 PCNT PDCD6IP PIBF1 PKD1 PKHD1 PLK1 PLK2 PLK3 POLDIP2 PRC1 PRICKLE1 PSRC1 PTPA RAB11A RACGAP1 RAE1 RAN RCC1 RHOA RMDN1 SAPCD2 SASS6 SBDS SETD2 SMC1A SMC3 SPAST SPC25 SPDL1 SPICE1 SPRY1 SPRY2 STAG1 STAG2 STIL STMN1 SUN2 TACC1 TACC2 TACC3 TBCE TNKS TPR TPX2 TTK TUBG1 TUBG2 UBXN2B VCP VPS4B WDR62 WRAP73 ZNF207 ZW10 GOBP_MICROTUBULE_DEPOLYMERIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MICROTUBULE_DEPOLYMERIZATION APC APC2 ARHGEF2 ATXN7 BMERB1 CAMSAP2 CCSAP CIB1 CKAP2 CKAP5 CLASP1 CLASP2 FGF13 HDAC6 HDGFL3 KATNB1 KIF14 KIF18A KIF18B KIF19 KIF24 KIF2A KIF2B KIF2C MAP1A MAP1B MAP1S MAP6D1 MID1 MID1IP1 NAV3 NCKAP5 NCKAP5L SPAST SPEF1 STMN1 STMN2 STMN3 STMN4 STMND1 TAOK1 TPX2 TRIM54 TRPV4 TTBK2 WDR47 GOBP_MICROTUBULE_NUCLEATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MICROTUBULE_NUCLEATION AKAP9 ARHGEF7 CCDC57 CENPJ CEP192 CKAP5 CLASP1 CLASP2 CSNK1D DCTN1 EML2 GIT1 GOLGA2 HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HSPA1A HSPA1B MECP2 MZT1 NDE1 NDEL1 NEDD1 NIN PAK1 PDE4DIP RANBP9 RANGRF SLAIN1 SLAIN2 SSNA1 TPPP TPX2 TUBG1 TUBG2 TUBGCP2 TUBGCP3 TUBGCP4 TUBGCP5 TUBGCP6 GOBP_MICROTUBULE_NUCLEATION_BY_MICROTUBULE_ORGANIZING_CENTER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MICROTUBULE_NUCLEATION_BY_MICROTUBULE_ORGANIZING_CENTER CENPJ CEP192 MZT1 NIN TPPP GOBP_MICROTUBULE_ORGANIZING_CENTER_LOCALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MICROTUBULE_ORGANIZING_CENTER_LOCALIZATION AKAP9 ASPM AURKA BICD2 CCDC141 CEP83 DLG1 DLGAP5 DYNC1LI2 EZR FHOD1 GPSM2 IFT20 INTS13 KIF5B MAD2L1 MISP NDE1 NDEL1 NIN NUBP1 PAFAH1B1 PARD3 PARD3B PKHD1 PLXNA2 RANBP2 SPOUT1 SUN1 SUN2 SYNE2 TBCCD1 GOBP_MICROTUBULE_ORGANIZING_CENTER_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MICROTUBULE_ORGANIZING_CENTER_ORGANIZATION ALMS1 ARHGEF10 ARL2 ATF5 AURKA BBS4 BCL2L10 BRCA1 BRCA2 BRSK1 C10orf90 C2CD3 CCDC102B CCDC42 CCDC57 CCDC61 CCDC78 CCNF CCNL1 CCNL2 CCP110 CDC20B CDK1 CDK2 CDK5RAP2 CENATAC CENPJ CEP120 CEP131 CEP135 CEP152 CEP192 CEP250 CEP295 CEP295NL CEP44 CEP63 CEP68 CEP72 CEP76 CEP85 CETN1 CETN2 CETN3 CHD3 CHEK1 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4B CHMP4C CHMP5 CHORDC1 CKAP5 CLASP1 CLASP2 CNTLN CNTROB CROCC CSAG1 CTNNB1 DCTN1 DEUP1 DZIP1 E2F4 FBXW11 FBXW5 FES FOXJ1 FRMPD2 GADD45A GCC2 GEN1 GOLGA2 HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HEPACAM2 KAT2A KAT2B KIAA0753 KIAA1614 KIF11 KIF25 KIF3A KIF3B MAP9 MARK4 MCIDAS MCPH1 MDM1 MPDZ NAT10 NDC80 NDE1 NDEL1 NEK2 NIN NPM1 NSFL1C NUBP1 NUP62 ODF2 OFD1 PAFAH1B1 PARD6A PARD6B PARD6G PATJ PCLAF PCM1 PDCD6IP PDE4DIP PKD2 PKHD1 PLK1 PLK2 PLK4 POC1B PPP1R12A PPP1R35 RAB6C RANBP1 RBM14 ROCK2 RTTN SAC3D1 SASS6 SDCCAG8 SGO1 SIRT1 SLC16A1 SPICE1 SSX2IP STIL TMEM67 TRIM37 TUBA1A TUBE1 UBXN2B USP33 UVRAG UXT VPS4B WDR62 XPO1 XRCC2 XRCC3 GOBP_MICROTUBULE_POLYMERIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MICROTUBULE_POLYMERIZATION ABL1 AKAP9 ANKRD53 ARHGEF7 ARL2 CAMSAP1 CAMSAP2 CAMSAP3 CAV3 CCDC57 CDH5 CDK5R1 CDK5RAP2 CDKN1B CENPJ CEP192 CKAP5 CLASP1 CLASP2 CLIP1 CLIP3 CSNK1D DCTN1 DRG1 DYRK1A EML2 FBXO5 FES FGF13 FKBP4 GBA2 GIT1 GOLGA2 HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HDGFL3 HSPA1A HSPA1B MAP1B MAP2 MAP4 MAP7D3 MAPRE1 MAPRE3 MAPT MECP2 MET MZT1 NAV3 NDE1 NDEL1 NEDD1 NIN NUMA1 OCLN PAK1 PDE4DIP PIN1 PRUNE1 PSRC1 RAC1 RANBP9 RANGRF RPS3 SLAIN1 SLAIN2 SLC39A12 SNCA SSNA1 STMN1 STMN2 TBCD TOGARAM1 TPPP TPPP2 TPPP3 TPX2 TRPV4 TUBA1A TUBB1 TUBB4A TUBG1 TUBG2 TUBGCP2 TUBGCP3 TUBGCP4 TUBGCP5 TUBGCP6 ZNF207 GOBP_MICROTUBULE_POLYMERIZATION_OR_DEPOLYMERIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MICROTUBULE_POLYMERIZATION_OR_DEPOLYMERIZATION ABL1 AKAP9 ANKRD53 APC APC2 ARHGEF2 ARHGEF7 ARL2 ATXN7 BMERB1 CAMSAP1 CAMSAP2 CAMSAP3 CAV3 CCDC57 CCSAP CDH5 CDK5R1 CDK5RAP2 CDKN1B CENPJ CEP192 CIB1 CKAP2 CKAP5 CLASP1 CLASP2 CLIP1 CLIP3 CRYAB CSNK1D DCTN1 DRG1 DYRK1A EML2 FBXO5 FES FGF13 FKBP4 GAS2L1 GAS2L2 GBA2 GIT1 GOLGA2 HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HDAC6 HDGFL3 HSPA1A HSPA1B KATNB1 KIF14 KIF18A KIF18B KIF19 KIF24 KIF2A KIF2B KIF2C MAP1A MAP1B MAP1S MAP2 MAP4 MAP6D1 MAP7D3 MAPRE1 MAPRE2 MAPRE3 MAPT MECP2 MET MID1 MID1IP1 MZT1 NAV3 NCKAP5 NCKAP5L NDE1 NDEL1 NEDD1 NIN NUMA1 OCLN PAK1 PDE4DIP PIN1 PRUNE1 PSRC1 RAC1 RANBP9 RANGRF RPS3 SKA1 SKA2 SKA3 SLAIN1 SLAIN2 SLC39A12 SNCA SPAST SPEF1 SSNA1 STMN1 STMN2 STMN3 STMN4 STMND1 TAOK1 TBCD TOGARAM1 TPPP TPPP2 TPPP3 TPX2 TRIM54 TRPV4 TTBK2 TUBA1A TUBB1 TUBB4A TUBG1 TUBG2 TUBGCP2 TUBGCP3 TUBGCP4 TUBGCP5 TUBGCP6 WDR47 ZNF207 GOBP_MICROTUBULE_SEVERING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MICROTUBULE_SEVERING KATNA1 KATNAL1 KATNAL2 KATNB1 LZTS2 SPAST TTLL11 TTLL6 GOBP_MICROVILLUS_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MICROVILLUS_ASSEMBLY ATP8B1 ESPN EZR FSCN1 FXYD5 KLF5 MAP4K4 MINK1 MYO1A NHERF1 PLD1 PODXL RAP1A RAP1B RAP1GAP RAP2A RAP2B RAP2C RAPGEF2 RAPGEF6 STK26 TNIK GOBP_MICROVILLUS_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MICROVILLUS_ORGANIZATION ATP8B1 CDHR2 CDHR5 ESPN EZR FSCN1 FXYD5 GLDN KLF5 MAP4K4 MINK1 MYO1A NHERF1 PLD1 PLS1 PODXL PTPN11 RAP1A RAP1B RAP1GAP RAP2A RAP2B RAP2C RAPGEF2 RAPGEF6 STK26 TNIK TWF2 USH1C VIL1 GOBP_MICTURITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MICTURITION CHRNA3 CHRNB2 CHRNB4 KCNMA1 SCN11A TACR1 TRPV1 UMOD GOBP_MIDBODY_ABSCISSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MIDBODY_ABSCISSION CEP55 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 KIF20A MITD1 PDCD6IP VPS4A VPS4B GOBP_MIDBRAIN_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MIDBRAIN_DEVELOPMENT ACTB ATP5PB ATP5PF BARHL1 BASP1 CALM1 CALM2 CALM3 CASP5 CCDC14 CDC42 CKB CMA1 CNP COX6B1 CSNK1D CSNK1E CTNNB1 CXCR2 DKK1 DLG5 DYNLL1 EN1 EN2 FGF2 FGF9 FGFR2 FOXB1 FZD1 FZD3 FZD6 G6PD GDF7 GLUD1 GNB4 H2BC12L HES1 HSPA5 INA KAT2A KDM2B KDM7A LMX1A LRP6 MAOB MAPKAP1 MBP MSX1 NDRG2 NDST1 NDUFS3 NR4A2 OTX1 OTX2 PADI2 PHOX2A PITX3 PLP1 POTEE RAD1 RHOA RYK S100A1 SEC16A SFRP1 SFRP2 SHH SIRT2 SMAD1 SOS1 SUDS3 SYNGR3 SYPL2 TAF1 TAL2 TFAP2D TTBK1 UCHL5 UQCRQ WLS WNT1 WNT2 WNT3 WNT3A WNT5A WNT9B YWHAE YWHAH YWHAQ ZNF148 ZNF430 GOBP_MIDBRAIN_DOPAMINERGIC_NEURON_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MIDBRAIN_DOPAMINERGIC_NEURON_DIFFERENTIATION CSNK1D CSNK1E CTNNB1 DKK1 FZD1 LMX1A LRP6 NR4A2 RYK SFRP1 SFRP2 WNT1 WNT2 WNT3 WNT3A WNT5A WNT9B GOBP_MIDBRAIN_HINDBRAIN_BOUNDARY_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MIDBRAIN_HINDBRAIN_BOUNDARY_DEVELOPMENT EN1 FGF8 GBX2 HES1 KDM2B SSBP3 WNT1 GOBP_MIDDLE_EAR_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MIDDLE_EAR_MORPHOGENESIS EDN1 EDNRA EYA1 GSC HOXA2 INSIG1 INSIG2 MSX1 NAGLU NKX3-2 NOG OSR1 OSR2 PRKRA PRRX1 RPL38 SIX1 SIX2 TBX1 TSHZ1 GOBP_MIDGUT_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MIDGUT_DEVELOPMENT ALDH1A2 ASS1 CPS1 EDNRB FOXF1 FOXL1 HMGCS2 OTC RET SMO WNT5A GOBP_MINERALOCORTICOID_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MINERALOCORTICOID_BIOSYNTHETIC_PROCESS BMP2 BMP5 BMP6 CACNA1H CLCN2 CYP11B1 CYP11B2 CYP21A2 DAB2 DKK3 REST WNT4 GOBP_MINERALOCORTICOID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MINERALOCORTICOID_METABOLIC_PROCESS BMP2 BMP5 BMP6 CACNA1H CLCN2 CYP11B1 CYP11B2 CYP21A2 DAB2 DKK3 EDNRB REST SCNN1B WNT4 GOBP_MINERALOCORTICOID_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MINERALOCORTICOID_SECRETION AGT AGTR1 BMP6 C1QTNF1 DAB2 REN WNK4 GOBP_MIRNA_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MIRNA_CATABOLIC_PROCESS DIS3L2 DNM3OS ELOB ELOC GAS5 KCNQ1OT1 LIN28A LIN28B NEAT1 OIP5-AS1 PARN PNPT1 SND1 TENT2 TENT4B TUT4 XIST ZC3H12A ZSWIM8 GOBP_MIRNA_MEDIATED_GENE_SILENCING_BY_INHIBITION_OF_TRANSLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MIRNA_MEDIATED_GENE_SILENCING_BY_INHIBITION_OF_TRANSLATION AGO1 AGO2 AGO3 AGO4 AJUBA DDX6 EIF4E2 EIF4ENIF1 EIF4G1 EIF6 LIMD1 MIR1-1 MIR100 MIR101-1 MIR103A1 MIR106A MIR106B MIR107 MIR10B MIR125B1 MIR126 MIR1271 MIR128-1 MIR132 MIR133B MIR134 MIR135B MIR138-1 MIR144 MIR145 MIR146A MIR148A MIR148B MIR15A MIR15B MIR16-1 MIR17 MIR181A2 MIR181B1 MIR181C MIR181D MIR182 MIR19B1 MIR200B MIR200C MIR204 MIR205 MIR208A MIR20A MIR21 MIR210 MIR212 MIR218-1 MIR221 MIR222 MIR24-1 MIR26B MIR27A MIR27B MIR28 MIR298 MIR299 MIR29A MIR29B1 MIR29C MIR31 MIR345 MIR346 MIR365A MIR378A MIR379 MIR483 MIR495 MIR499A MIR503 MIR518B MIR520B MIR520C MIR520E MIR590 MIR6086 MIR659 MIR877 MIR9-1 MIR92A1 MIR939 MIR96 MIR98 MIRLET7A1 MIRLET7I RBM4 TNRC6A TNRC6B TNRC6C TRIM71 WTIP ZFP36 GOBP_MIRNA_MEDIATED_GENE_SILENCING_BY_MRNA_DESTABILIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MIRNA_MEDIATED_GENE_SILENCING_BY_MRNA_DESTABILIZATION AGO1 AGO2 AGO3 AGO4 MIR1-1 MIR100 MIR103B1 MIR106A MIR125A MIR125B1 MIR128-1 MIR130A MIR133A1 MIR135B MIR137 MIR140 MIR145 MIR146A MIR149 MIR151A MIR181A2 MIR185 MIR18A MIR190B MIR191 MIR192 MIR195 MIR206 MIR20A MIR210 MIR212 MIR214 MIR223 MIR23A MIR24-1 MIR26B MIR27A MIR302A MIR302C MIR30B MIR326 MIR342 MIR373 MIR423 MIR4286 MIR485 MIR486-1 MIR491 MIR497 MIR517A MIR517C MIR520C MIR543 MIR562 MIR564 MIR608 MIR625 MIR655 MIR663A MIR665 MIR885 MIR9-1 MIR93 MIR96 MIR98 MIRLET7A1 MIRLET7B MIRLET7E MOV10 GOBP_MIRNA_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MIRNA_METABOLIC_PROCESS AGO2 AGO4 APLN AR ATOH8 BCDIN3D BMP2 BMP4 BMPR1A DDX17 DDX5 DICER1 DIS3L2 DNM3OS DROSHA EGFR EGR1 ELOB ELOC ESR1 ETS1 FGF2 FOS FOSL1 FOXA1 FOXO3 GAS5 GATA2 GATA3 GATA6 GNL3 HIF1A HRAS IL10 JUN KCNQ1OT1 KHSRP KLF4 KLF5 LILRB4 LIN28A LIN28B MRTFA MRTFB MYB MYC MYCN MYOCD NCOR1 NCOR2 NEAT1 NFATC3 NFATC4 NFIB NFKB1 NGFR NR1H2 NR3C1 OIP5-AS1 PARN PDGFB PNPT1 POU2F1 POU5F1 PPARA PPARD PPARG PRL RARA RC3H1 RC3H2 RELA REST SMAD1 SMAD3 SMAD4 SMAD6 SMARCA4 SND1 SOX9 SPI1 SREBF1 SREBF2 SRF STAT3 TEAD1 TENT2 TENT4B TERT TGFB1 TGFB2 TNF TP53 TRIM71 TUT4 TUT7 TWIST1 WT1 XIST XPO5 YY1 ZC3H12A ZNF512B ZSWIM8 GOBP_MIRNA_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MIRNA_PROCESSING ADAR AGO1 AGO2 AGO3 AGO4 BCDIN3D BMP4 DDX3X DDX5 DGCR8 DICER1 DROSHA H19 HNRNPA2B1 HOXB-AS3 IL6 LIN28A LIN28B MECP2 METTL3 NCBP1 NCBP2 NUP155 PRKRA PUM1 PUM2 PUS10 RIPK1 SMAD1 SMAD2 SMAD3 SNIP1 SPOUT1 SRRT SRSF3 STAT3 TARBP2 TGFB1 TP53 TRIM71 TRUB1 TUT4 TUT7 ZC3H10 ZC3H7A ZC3H7B ZMPSTE24 GOBP_MISMATCH_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MISMATCH_REPAIR ABL1 AXIN2 EXO1 HDAC10 HMGB1 LIG1 MCM8 MCM9 MLH1 MLH3 MSH2 MSH3 MSH4 MSH5 MSH6 MUTYH PCNA PMS1 PMS2 PMS2P1 PMS2P3 PMS2P5 PMS2P6 POLD3 PRKCG RNASEH2A RNASEH2B RNASEH2C RPA1 RPA2 RPA3 SETD2 TP73 TREX1 XPC GOBP_MITOCHONDRIAL_ADP_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOCHONDRIAL_ADP_TRANSMEMBRANE_TRANSPORT SLC25A31 SLC25A4 SLC25A41 SLC25A5 SLC25A6 GOBP_MITOCHONDRIAL_ATP_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOCHONDRIAL_ATP_TRANSMEMBRANE_TRANSPORT ADCY10 SLC25A23 SLC25A24 SLC25A31 SLC25A4 SLC25A41 SLC25A5 SLC25A6 GOBP_MITOCHONDRIAL_CALCIUM_ION_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOCHONDRIAL_CALCIUM_ION_HOMEOSTASIS AFG3L2 ANXA6 ATP2A1 BCAP31 BNIP3 C19orf12 DISC1 FATE1 FIS1 IMMT LETM1 MAIP1 MCU MCUB MCUR1 MICU1 MICU2 MICU3 PDZD8 RAP1GDS1 SLC25A23 SLC25A27 SLC8A3 SLC8B1 SMDT1 TGM2 GOBP_MITOCHONDRIAL_CALCIUM_ION_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOCHONDRIAL_CALCIUM_ION_TRANSMEMBRANE_TRANSPORT AFG3L2 BHLHA15 GHITM LETM1 MAIP1 MCU MCUB MCUR1 MICU1 MICU2 MICU3 PMPCB PSEN2 SLC25A23 SLC8A3 SLC8B1 SMDT1 VDAC1 GOBP_MITOCHONDRIAL_CYTOCHROME_C_OXIDASE_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOCHONDRIAL_CYTOCHROME_C_OXIDASE_ASSEMBLY BCS1L COA1 COA3 COA4 COA5 COA8 COX14 COX16 COX17 COX18 COX19 COX20 FASTKD3 PET100 PET117 SCO1 SCO2 SMIM20 STMP1 SURF1 TACO1 TIMM21 TMEM223 UQCC5 UQCC6 GOBP_MITOCHONDRIAL_DEPOLARIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOCHONDRIAL_DEPOLARIZATION ABCD1 ABL1 ADCY10 ATP5IF1 BCL2 BOK DCN FZD9 GCLC GCLM HSH2D IFI6 KCNQ3 KDR LRRK2 MLLT11 MYOC P2RX7 PARP1 PPP2R3C RACK1 SRC TSPO GOBP_MITOCHONDRIAL_DNA_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOCHONDRIAL_DNA_METABOLIC_PROCESS DNA2 DNAJA3 ENDOG FLCN LIG3 LONP1 METTL4 MGME1 MPV17 PARP1 POLG POLG2 PPARGC1A PRIMPOL RRM1 RRM2B SESN2 SSBP1 STOX1 TEFM TOP3A TP53 TWNK GOBP_MITOCHONDRIAL_DNA_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOCHONDRIAL_DNA_REPAIR DNA2 MGME1 PARP1 PRIMPOL TP53 GOBP_MITOCHONDRIAL_DNA_REPLICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOCHONDRIAL_DNA_REPLICATION DNA2 DNAJA3 ENDOG LIG3 METTL4 MGME1 POLG POLG2 PRIMPOL RRM1 RRM2B SSBP1 TEFM TWNK GOBP_MITOCHONDRIAL_ELECTRON_TRANSPORT_CYTOCHROME_C_TO_OXYGEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOCHONDRIAL_ELECTRON_TRANSPORT_CYTOCHROME_C_TO_OXYGEN AFG1L COX15 COX4I1 COX4I2 COX5A COX5B COX6A1 COX6A2 COX6B1 COX6C COX7A1 COX7A2 COX7A2L COX7A2P2 COX7B COX7B2 COX7C COX8A COX8C CYCS MT-CO1 MT-CO2 MT-CO3 MTCO2P12 NDUFA4 GOBP_MITOCHONDRIAL_ELECTRON_TRANSPORT_NADH_TO_UBIQUINONE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOCHONDRIAL_ELECTRON_TRANSPORT_NADH_TO_UBIQUINONE COQ9 DLD DNAJC15 ISCU MIR210 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 NDUFA1 NDUFA10 NDUFA2 NDUFA3 NDUFA4 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFAF1 NDUFB1 NDUFB10 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFC2-KCTD14 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 PARK7 PINK1 SNCA GOBP_MITOCHONDRIAL_ELECTRON_TRANSPORT_SUCCINATE_TO_UBIQUINONE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOCHONDRIAL_ELECTRON_TRANSPORT_SUCCINATE_TO_UBIQUINONE SDHA SDHAF2 SDHB SDHC SDHD GOBP_MITOCHONDRIAL_ELECTRON_TRANSPORT_UBIQUINOL_TO_CYTOCHROME_C https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOCHONDRIAL_ELECTRON_TRANSPORT_UBIQUINOL_TO_CYTOCHROME_C CYC1 CYCS MT-CYB UQCC3 UQCR10 UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRFS1P1 UQCRH UQCRHL UQCRQ GOBP_MITOCHONDRIAL_FISSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOCHONDRIAL_FISSION AP3B1 AURKA BNIP3 C11orf65 COX10 CYRIB DCN DDHD1 DDHD2 DNM1L FIS1 GDAP1 INF2 KDR LRRK2 MAPT MARCHF5 MCU MFF MIEF1 MIEF2 MTFP1 MTFR1 MTFR1L MTFR2 MUL1 MYO19 OPA1 PGAM5 PINK1 PPARG PRKN RALA RALBP1 SLC25A46 SPIRE1 STAT2 TMEM135 UCP2 VPS35 GOBP_MITOCHONDRIAL_FRAGMENTATION_INVOLVED_IN_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOCHONDRIAL_FRAGMENTATION_INVOLVED_IN_APOPTOTIC_PROCESS ATG3 BAX BNIP3 CCAR2 DNM1L ERBB4 FIS1 MFF NPTX1 VPS35 GOBP_MITOCHONDRIAL_FUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOCHONDRIAL_FUSION ADCK1 AFG3L2 BAK1 BAX BCL2A1 BNIP3 CHCHD3 FIS1 GDAP1 HUWE1 MCL1 MFF MFN1 MFN2 MIEF1 MIEF2 MIGA1 MIGA2 MTCH2 MUL1 OMA1 OPA1 PARL PID1 PLD6 PRKN RCC1L STOML2 TFRC THG1L USP30 VAT1 ZDHHC6 GOBP_MITOCHONDRIAL_GENE_EXPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOCHONDRIAL_GENE_EXPRESSION AARS2 ALKBH1 AURKAIP1 C1QBP CDK5RAP1 CHCHD1 CHCHD10 COA3 DAP3 DARS2 EARS2 ELAC2 FASTK FASTKD1 FASTKD2 FASTKD3 FASTKD5 FOXO3 GADD45GIP1 GARS1 GATB GATC GFM1 GFM2 HARS1 HSD17B10 IARS2 LARS2 LRPPRC MALSU1 METTL4 METTL8 MPV17L2 MRPL1 MRPL10 MRPL11 MRPL12 MRPL13 MRPL14 MRPL15 MRPL16 MRPL17 MRPL18 MRPL19 MRPL2 MRPL20 MRPL21 MRPL22 MRPL23 MRPL24 MRPL27 MRPL28 MRPL3 MRPL30 MRPL32 MRPL33 MRPL34 MRPL35 MRPL36 MRPL37 MRPL38 MRPL39 MRPL4 MRPL40 MRPL41 MRPL42 MRPL43 MRPL44 MRPL45 MRPL46 MRPL47 MRPL48 MRPL49 MRPL50 MRPL51 MRPL52 MRPL53 MRPL54 MRPL55 MRPL57 MRPL58 MRPL9 MRPS10 MRPS11 MRPS12 MRPS14 MRPS15 MRPS16 MRPS17 MRPS18A MRPS18B MRPS18C MRPS2 MRPS21 MRPS22 MRPS23 MRPS24 MRPS25 MRPS26 MRPS27 MRPS28 MRPS30 MRPS31 MRPS33 MRPS34 MRPS35 MRPS5 MRPS6 MRPS7 MRPS9 MTERF1 MTERF2 MTERF3 MTERF4 MTG1 MTG2 MTIF2 MTIF3 MTO1 MTRES1 MTRF1 MTRF1L NDUFA7 NGRN NSUN3 PNPT1 POLRMT PPARGC1B PRKAA1 PRORP PTCD1 PTCD3 PUS1 QRSL1 RARS2 RCC1L RMND1 RPUSD3 RPUSD4 SARS2 SHMT2 SLC25A33 SUPV3L1 TACO1 TARS2 TBRG4 TEFM TFAM TFB1M TFB2M THAP11 TRIT1 TRMT10C TRMT5 TRMT61B TRNT1 TRUB2 TSFM TUFM TWNK UQCC2 WARS2 YARS2 GOBP_MITOCHONDRIAL_GENOME_MAINTENANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOCHONDRIAL_GENOME_MAINTENANCE AKT3 DNA2 DNAJA3 ENDOG FLCN LIG3 LONP1 MEF2A METTL4 MGME1 MPV17 OPA1 PARP1 PIF1 POLG POLG2 PPARGC1A PRIMPOL RRM1 RRM2B SESN2 SLC25A33 SLC25A36 SLC25A4 SSBP1 STOX1 TEFM TOP3A TP53 TWNK TYMP GOBP_MITOCHONDRIAL_MEMBRANE_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOCHONDRIAL_MEMBRANE_ORGANIZATION ACAA2 ADCK1 AFG3L2 AGK ALKBH7 AP3B1 APOO APOOL ARHGAP11B ATF2 ATP5IF1 BAD BAK1 BAX BBC3 BCL2 BCL2L1 BCL2L11 BCL2L2 BCS1L BID BLOC1S2 BNIP3 BNIP3L BOK CAMK2A CHCHD10 CHCHD3 CHCHD6 CIBAR1 CLN8 CNP COX18 DNAJC11 EYA2 FZD9 GCLC GHITM GSK3A GSK3B GZMB HIP1R HK2 HSP90AA1 HSPA1A HSPA4 HSPA9 IER3 IMMT LETM1 MAIP1 MAPK8 MFN2 MICOS10 MICOS13 MIR17 MIR29A MIR29B1 MIR29C MOAP1 MPV17L MTCH1 MTCH2 MTX1 MTX2 MTX3 MUL1 NAIF1 NDUFA13 NMT1 OMA1 OPA1 OXA1L PDCD5 PEX5 PINK1 PMAIP1 PPIF RHOT1 RHOT2 ROMO1 RTL10 SAMM50 SLC25A31 SLC25A4 SLC25A46 SLC25A5 SLC25A6 SLC35F6 SLC9A1 SNCA SPG7 STPG1 TAFAZZIN THEM4 TIMM10 TIMM10B TIMM13 TIMM22 TIMM29 TIMM50 TIMM8A TIMM8B TIMM9 TMEM102 TMEM11 TMEM14A TOMM20 TOMM22 TOMM40 TOMM5 TOMM6 TOMM7 TOMM70 TP53 TRMT10B UQCC3 VDAC2 ZNF205 GOBP_MITOCHONDRIAL_OUTER_MEMBRANE_PERMEABILIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOCHONDRIAL_OUTER_MEMBRANE_PERMEABILIZATION ACAA2 ATP5IF1 BAK1 BAX BBC3 BID BLOC1S2 BNIP3 BNIP3L BOK CHCHD10 EYA2 FZD9 GCLC GSK3A GSK3B GZMB HIP1R HSPA1A IER3 MAPK8 MOAP1 MPV17L MUL1 NMT1 RHOT1 RHOT2 RTL10 SLC25A31 SLC25A4 SLC25A5 SLC25A6 SLC35F6 TMEM102 TMEM14A VDAC2 ZNF205 GOBP_MITOCHONDRIAL_PROTEIN_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOCHONDRIAL_PROTEIN_CATABOLIC_PROCESS AFG1L BNIP3 BNIP3L PISD SPATA18 YME1L1 GOBP_MITOCHONDRIAL_PROTEIN_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOCHONDRIAL_PROTEIN_PROCESSING AFG3L2 ATP23 IMMP1L IMMP2L LRRK2 MIPEP OMA1 PMPCA PMPCB SIRT4 SPG7 STOML2 YME1L1 GOBP_MITOCHONDRIAL_PROTON_TRANSPORTING_ATP_SYNTHASE_COMPLEX_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOCHONDRIAL_PROTON_TRANSPORTING_ATP_SYNTHASE_COMPLEX_ASSEMBLY ATP23 ATP5F1D ATPAF1 ATPAF2 FMC1 OXA1L TMEM242 TMEM70 GOBP_MITOCHONDRIAL_RESPIRASOME_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOCHONDRIAL_RESPIRASOME_ASSEMBLY COX7A1 COX7A2 COX7A2L COX7A2P2 HIGD1A HIGD1B HIGD1C HIGD2A HIGD2B RAB5IF STMP1 GOBP_MITOCHONDRIAL_RESPIRATORY_CHAIN_COMPLEX_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOCHONDRIAL_RESPIRATORY_CHAIN_COMPLEX_ASSEMBLY ACAD9 AIFM1 BCS1L CHCHD4 CHCHD7 COA1 COA3 COA4 COA5 COA8 COX14 COX16 COX17 COX18 COX19 COX20 DMAC1 DMAC2 ECSIT FASTKD3 FOXRED1 IMMP2L LYRM2 LYRM7 MT-ND1 MT-ND2 MT-ND4 MT-ND5 MT-ND6 NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA3 NDUFA5 NDUFA6 NDUFA8 NDUFA9 NDUFAB1 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF6 NDUFAF7 NDUFAF8 NDUFB1 NDUFB10 NDUFB11 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS7 NDUFS8 NUBPL OMA1 OXA1L PET100 PET117 SAMM50 SCO1 SCO2 SDHAF1 SDHAF2 SDHAF3 SDHAF4 SLC25A33 SMIM20 STMP1 SURF1 TACO1 TAFAZZIN TFAM TIMM21 TMEM126A TMEM126B TMEM186 TMEM223 TTC19 UQCC1 UQCC2 UQCC3 UQCC4 UQCC5 UQCC6 UQCRFS1 GOBP_MITOCHONDRIAL_RIBOSOME_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOCHONDRIAL_RIBOSOME_ASSEMBLY DDX28 DHX30 FASTKD2 MPV17L2 MRM2 MRPS2 MTERF3 MTERF4 NGRN NOA1 GOBP_MITOCHONDRIAL_RNA_3_END_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOCHONDRIAL_RNA_3_END_PROCESSING ELAC2 HSD17B10 PNPT1 SUPV3L1 TRMT10C TRNT1 GOBP_MITOCHONDRIAL_RNA_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOCHONDRIAL_RNA_CATABOLIC_PROCESS GRSF1 LRPPRC PDE12 PNPT1 SLIRP SUPV3L1 GOBP_MITOCHONDRIAL_RNA_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOCHONDRIAL_RNA_METABOLIC_PROCESS AARS2 CDK5RAP1 CHCHD10 DARS2 EARS2 ELAC2 FASTK FASTKD1 FASTKD2 FASTKD3 FASTKD5 FOXO3 GARS1 GRSF1 HSD17B10 LRPPRC METTL4 METTL8 MRPL12 MTERF1 MTERF2 MTERF3 MTERF4 MTO1 MTRES1 PDE12 PNPT1 POLRMT PPARGC1B PRKAA1 PRORP PUS1 RPUSD4 SARS2 SLC25A33 SLIRP SUPV3L1 TARS2 TBRG4 TEFM TFAM TFB1M TFB2M THAP11 TRIT1 TRMT10C TRMT5 TRMT61B TRNT1 TWNK WARS2 YARS2 GOBP_MITOCHONDRIAL_RNA_MODIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOCHONDRIAL_RNA_MODIFICATION CDK5RAP1 HSD17B10 METTL8 MTO1 PUS1 RPUSD4 TRIT1 TRMT10C TRMT5 TRMT61B GOBP_MITOCHONDRIAL_RNA_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOCHONDRIAL_RNA_PROCESSING CDK5RAP1 ELAC2 FASTK FASTKD1 FASTKD2 FASTKD3 FASTKD5 HSD17B10 METTL8 MTO1 PNPT1 PRORP PUS1 RPUSD4 SUPV3L1 TBRG4 TRIT1 TRMT10C TRMT5 TRMT61B TRNT1 GOBP_MITOCHONDRIAL_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOCHONDRIAL_TRANSCRIPTION CHCHD10 FOXO3 METTL4 MRPL12 MTERF1 MTERF2 MTERF3 MTERF4 MTRES1 POLRMT PPARGC1B PRKAA1 SLC25A33 TEFM TFAM TFB1M TFB2M THAP11 TWNK GOBP_MITOCHONDRIAL_TRANSLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOCHONDRIAL_TRANSLATION AARS2 ALKBH1 AURKAIP1 C1QBP CDK5RAP1 CHCHD1 COA3 DAP3 DARS2 EARS2 FASTKD2 FASTKD3 GADD45GIP1 GARS1 GATB GATC GFM1 GFM2 HARS1 IARS2 LARS2 LRPPRC MALSU1 METTL8 MPV17L2 MRPL1 MRPL10 MRPL11 MRPL12 MRPL13 MRPL14 MRPL15 MRPL16 MRPL17 MRPL18 MRPL19 MRPL2 MRPL20 MRPL21 MRPL22 MRPL23 MRPL24 MRPL27 MRPL28 MRPL3 MRPL30 MRPL32 MRPL33 MRPL34 MRPL35 MRPL36 MRPL37 MRPL38 MRPL39 MRPL4 MRPL40 MRPL41 MRPL42 MRPL43 MRPL44 MRPL45 MRPL46 MRPL47 MRPL48 MRPL49 MRPL50 MRPL51 MRPL52 MRPL53 MRPL54 MRPL55 MRPL57 MRPL58 MRPL9 MRPS10 MRPS11 MRPS12 MRPS14 MRPS15 MRPS16 MRPS17 MRPS18A MRPS18B MRPS18C MRPS2 MRPS21 MRPS22 MRPS23 MRPS24 MRPS25 MRPS26 MRPS27 MRPS28 MRPS30 MRPS31 MRPS33 MRPS34 MRPS35 MRPS5 MRPS6 MRPS7 MRPS9 MTG1 MTG2 MTIF2 MTIF3 MTRF1 MTRF1L NDUFA7 NGRN NSUN3 PTCD1 PTCD3 QRSL1 RARS2 RCC1L RMND1 RPUSD3 RPUSD4 SARS2 SHMT2 TACO1 TARS2 TRMT10C TRUB2 TSFM TUFM UQCC2 WARS2 YARS2 GOBP_MITOCHONDRIAL_TRANSLATIONAL_ELONGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOCHONDRIAL_TRANSLATIONAL_ELONGATION GFM1 GFM2 MRPL44 TSFM TUFM GOBP_MITOCHONDRIAL_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOCHONDRIAL_TRANSMEMBRANE_TRANSPORT AFG3L2 CPT1A CPT1B CPT2 DNAJC15 DNAJC19 DNLZ GRPEL1 GRPEL2 MAIP1 MCU MCUB MCUR1 MICU1 MICU2 MICU3 MRPL18 PAM16 PNPT1 PSEN2 ROMO1 SFXN1 SFXN2 SFXN3 SFXN4 SFXN5 SLC25A12 SLC25A13 SLC25A18 SLC25A20 SLC25A22 SLC25A23 SLC25A28 SLC25A32 SLC25A33 SLC25A36 SLC25A37 SLC25A38 SLC25A39 SLC25A40 SLC30A2 SMDT1 TIMM17A TIMM17B TIMM21 TIMM23 TIMM23B TIMM44 TIMM50 TOMM20 TOMM20L TOMM40 TOMM40L TOMM7 TOMM70 TST UCP1 UCP2 UCP3 VDAC1 GOBP_MITOCHONDRIAL_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOCHONDRIAL_TRANSPORT ABCB10 ABLIM3 ACAA2 ADCY10 AGK AIFM1 AIP ALKBH7 ARHGAP11B ARIH2 ATF2 ATG13 ATP5IF1 BAD BAG4 BAK1 BAP1 BAX BBC3 BCAP31 BCL2 BCL2L1 BCL2L11 BCL2L2 BCS1L BID BLOC1S2 BNIP3 BNIP3L BOK C11orf65 CAMK2A CHCHD10 CHCHD4 CNP COX18 CPT1A CPT1B CPT2 CSNK2A2 DNAJC15 DNAJC19 DNLZ EYA2 FBXO7 FBXW7 FIS1 FLVCR1 FZD5 FZD9 GCLC GDAP1 GRPEL1 GRPEL2 GSK3A GSK3B GZMB HAX1 HIP1R HK2 HPS4 HSP90AA1 HSPA1A HSPA1L HSPA4 HSPD1 HTRA2 HUWE1 IER3 IMMP1L IMMP2L KIFBP LEPROT LMAN1 LRRK2 MAIP1 MAPK8 MFF MFN2 MGARP MICALL2 MIPEP MIR17 MIR29A MIR29B1 MIR29C MOAP1 MPV17L MTCH1 MTCH2 MTERF4 MTX1 MTX2 MUL1 NAIF1 NDUFA13 NMT1 NPEPPS NPTX1 OXA1L PAM16 PARL PDCD5 PINK1 PITRM1 PMAIP1 PMPCA PMPCB PPIF PRKAA1 PRKN PSEN1 RAC2 RHOT1 RHOT2 RHOU RNF31 ROMO1 RTL10 SAE1 SAMM50 SH3GLB1 SIAH3 SIRT4 SLC25A10 SLC25A13 SLC25A14 SLC25A16 SLC25A20 SLC25A24 SLC25A30 SLC25A31 SLC25A32 SLC25A4 SLC25A46 SLC25A5 SLC25A6 SLC35F6 SLC9A1 SPG7 SREBF1 SREBF2 STARD3 STPG1 THEM4 TIMM10 TIMM10B TIMM13 TIMM17A TIMM17B TIMM21 TIMM22 TIMM23 TIMM23B TIMM29 TIMM44 TIMM50 TIMM8A TIMM8B TIMM9 TMEM102 TMEM14A TMEM14C TOMM20 TOMM20L TOMM22 TOMM34 TOMM40 TOMM40L TOMM5 TOMM6 TOMM7 TOMM70 TP53 TRMT10B TSPO UBE2D3 UBE2J2 UBE2L3 UBL4B UBL5 UCP1 UCP2 UCP3 USP36 VDAC2 VPS11 VPS35 ZNF205 GOBP_MITOCHONDRIAL_TRNA_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOCHONDRIAL_TRNA_PROCESSING CDK5RAP1 ELAC2 HSD17B10 METTL8 MTO1 PNPT1 PRORP PUS1 RPUSD4 TRIT1 TRMT10C TRMT5 TRMT61B TRNT1 GOBP_MITOCHONDRION_DISTRIBUTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOCHONDRION_DISTRIBUTION ARMC1 ATCAY BHLHA15 CLUH DNM1L HAP1 KAT2A KIF5B LRRK2 MAPT MEF2A MSTO1 MTM1 MYO19 SLC4A5 TRAK1 TRAK2 GOBP_MITOCHONDRION_ENDOPLASMIC_RETICULUM_MEMBRANE_TETHERING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOCHONDRION_ENDOPLASMIC_RETICULUM_MEMBRANE_TETHERING AHCYL1 ATP2A2 CALM1 PACS2 PDZD8 PSEN2 VMP1 GOBP_MITOCHONDRION_LOCALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOCHONDRION_LOCALIZATION ACTR10 AGBL4 AGTPBP1 ALB ARMC1 ARMCX3 ATCAY ATP2A1 BHLHA15 BRAT1 CLUH DNM1L FEZ1 HAP1 HDAC6 HIF1A HSBP1 KAT2A KIF5B LRPPRC LRRK2 MAP1B MAP1S MAPT MARK1 MARK2 MEF2A MFN1 MFN2 MGARP MSTO1 MTM1 MUL1 MYO19 NECTIN2 NEFL OPA1 PLIN5 RHOT1 RHOT2 SLC4A5 SPAST SYBU TLE6 TRAK1 TRAK2 UBB UCHL1 UXT ZBED3 GOBP_MITOCHONDRION_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOCHONDRION_MORPHOGENESIS BAX BCL2L1 CERT1 DNM1L FEZ1 FIS1 MFF MTM1 MYH14 NUBPL PANK2 PID1 PLEC PNPT1 POLDIP2 POLG2 SLIRP SSBP1 SUPV3L1 TMEM135 WASF1 GOBP_MITOCHONDRION_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOCHONDRION_ORGANIZATION ABLIM3 ACAA2 ACAD9 ADCK1 ADCY10 AFG1L AFG3L2 AGK AGTPBP1 AIFM1 AIFM2 AIP AKT1 AKT3 ALKBH7 AMBRA1 AP3B1 APOO APOOL ARFIP2 ARHGAP11B ARIH2 ARMC1 ARMCX3 ATAD3A ATAD3B ATAD3C ATCAY ATF2 ATG12 ATG13 ATG14 ATG2A ATG2B ATG3 ATG4B ATG4D ATG5 ATG7 ATG9A ATG9B ATP13A2 ATP23 ATP2A1 ATP5F1D ATP5IF1 ATP7A ATPAF1 ATPAF2 AURKA AVP BAD BAG4 BAK1 BAP1 BAX BBC3 BCAP31 BCL2 BCL2A1 BCL2L1 BCL2L11 BCL2L2 BCS1L BECN1 BHLHA15 BID BIK BLOC1S2 BMF BNIP3 BNIP3L BOK C11orf65 CAMK2A CAMKK2 CAMKMT CAV2 CCAR2 CDC37 CEBPA CEP89 CERS1 CERT1 CHCHD10 CHCHD2 CHCHD3 CHCHD4 CHCHD6 CHCHD7 CIBAR1 CIDEB CISD2 CLN8 CLU CLUH CNP CNTNAP1 COA1 COA3 COA4 COA5 COA8 COX10 COX14 COX16 COX17 COX18 COX19 COX20 COX7A1 COX7A2 COX7A2L COX7A2P2 CSNK2A2 CTSK CTTN CXADR CYRIB DCN DDHD1 DDHD2 DMAC1 DMAC2 DNA2 DNAJA3 DNAJC11 DNAJC15 DNAJC19 DNLZ DNM1L ECSIT EDN1 EDNRA ENDOG EP300 EPAS1 ERBB4 EYA2 FAM162A FANCG FASTKD3 FBXL4 FBXO7 FBXW7 FEZ1 FIS1 FKBP8 FLCN FMC1 FOXRED1 FUNDC1 FUNDC2 FXN FZD5 FZD9 GABARAP GABARAPL1 GABARAPL2 GABARAPL3 GABPB1 GBA1 GCLC GCLM GDAP1 GGCT GHITM GOLPH3 GPER1 GPX1 GRPEL1 GRPEL2 GSK3A GSK3B GZMB HAP1 HAX1 HDAC6 HGF HIF1A HIGD1A HIGD1B HIGD1C HIGD2A HIGD2B HIP1R HK2 HMGCL HPS4 HRK HSD17B10 HSP90AA1 HSPA1A HSPA1L HSPA4 HSPA9 HSPD1 HTRA2 HTT HUWE1 IAPP IER3 IFI6 IFIT2 IGF1 IMMP1L IMMP2L IMMT INF2 IRGM JTB KAT2A KDR KIF28P KIF5B LEPROT LETM1 LETMD1 LIG3 LIPA LMAN1 LMNA LONP1 LRBA LRRK2 LYRM2 LYRM7 MAIP1 MAN2A1 MAP1LC3A MAP1LC3B MAP1LC3B2 MAP1LC3C MAPK8 MAPT MARCHF5 MARCKS MARK2 MCL1 MCU MEF2A METTL4 MFF MFN1 MFN2 MFSD14A MGARP MGME1 MICALL2 MICOS10 MICOS13 MIEF1 MIEF2 MIGA1 MIGA2 MIPEP MIR144 MIR17 MIR29A MIR29B1 MIR29C MLLT11 MMP9 MOAP1 MPV17 MPV17L MSTO1 MT-ND1 MT-ND2 MT-ND4 MT-ND5 MT-ND6 MTCH1 MTCH2 MTERF4 MTFP1 MTFR1 MTFR1L MTFR2 MTM1 MTX1 MTX2 MTX3 MUL1 MYH14 MYO19 NAIF1 NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA3 NDUFA5 NDUFA6 NDUFA8 NDUFA9 NDUFAB1 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF6 NDUFAF7 NDUFAF8 NDUFB1 NDUFB10 NDUFB11 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS7 NDUFS8 NECTIN2 NIPSNAP2 NMT1 NOA1 NOD2 NOL3 NOS3 NPEPPS NPTX1 NUBPL OGT OMA1 OPA1 OPTN OXA1L P2RX7 PAM16 PANK2 PARK7 PARL PARP1 PDCD5 PDE2A PET100 PET117 PEX5 PGAM5 PHB1 PHB2 PID1 PIF1 PIM2 PINK1 PISD PITRM1 PLAUR PLD6 PLEC PLSCR3 PMAIP1 PMPCA PMPCB PNPT1 POLDIP2 POLG POLG2 PPARG PPARGC1A PPIF PPP2CB PRDX3 PRELID1 PRIMPOL PRKAA1 PRKN PRMT6 PSMD10 PTCD2 PUM2 PYCARD PYROXD2 RAB29 RAB32 RAB38 RAB3A RAB5IF RAC2 RALA RALBP1 RAP1GDS1 RB1CC1 RCC1L RETREG1 RHOT1 RHOT2 RHOU RIMOC1 RNF31 RNF41 ROMO1 RRM1 RRM2B RTL10 SAE1 SAMM50 SCO1 SCO2 SDHAF1 SDHAF2 SDHAF3 SDHAF4 SELENON SESN2 SFN SH3GLB1 SHARPIN SIAH3 SIRT4 SIRT5 SIRT7 SLC25A31 SLC25A33 SLC25A36 SLC25A4 SLC25A46 SLC25A5 SLC25A6 SLC30A9 SLC35F6 SLC4A5 SLC9A1 SLIRP SMIM20 SNCA SNX30 SNX7 SOD2 SPATA18 SPATA19 SPATA33 SPG7 SPIRE1 SQSTM1 SREBF1 SREBF2 SSBP1 STAT2 STMP1 STOML2 STOX1 STPG1 SUPV3L1 SURF1 TACO1 TAFAZZIN TEFM TERT TFAM TFRC THEM4 THG1L TIGAR TIMM10 TIMM10B TIMM13 TIMM17A TIMM17B TIMM21 TIMM22 TIMM23 TIMM23B TIMM29 TIMM44 TIMM50 TIMM8A TIMM8B TIMM9 TMEM102 TMEM11 TMEM126A TMEM126B TMEM135 TMEM14A TMEM186 TMEM223 TMEM242 TMEM70 TNFSF10 TOMM20 TOMM20L TOMM22 TOMM34 TOMM40 TOMM40L TOMM5 TOMM6 TOMM7 TOMM70 TOP3A TP53 TRAK1 TRAK2 TREM2 TRIAP1 TRMT10B TSC2 TSPO TTC19 TWNK TYMP UBE2D3 UBE2J2 UBE2L3 UBL4B UBL5 UCP2 ULK1 ULK2 ULK3 UQCC1 UQCC2 UQCC3 UQCC4 UQCC5 UQCC6 UQCRFS1 USP30 USP36 VAT1 VDAC1 VDAC2 VPS11 VPS13A VPS13C VPS13D VPS35 VPS54 WASF1 WDR45 WDR45B WDR81 WIPI1 WIPI2 YME1L1 ZDHHC6 ZNF205 GOBP_MITOPHAGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOPHAGY ADCY10 AMBRA1 ARFIP2 ATG13 ATG14 ATG4B ATG4D BECN1 CDC37 CERS1 HDAC6 HTRA2 HUWE1 IRGM LRBA MAP1LC3B MFN2 NOD2 OGT OPTN PHB2 PINK1 PRKN RETREG1 RIMOC1 RNF41 SLC25A4 SLC25A5 SPATA33 SQSTM1 TAFAZZIN TIGAR TOMM7 TP53 TSC2 USP30 VDAC1 VPS13C VPS13D GOBP_MITOTIC_CELL_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOTIC_CELL_CYCLE AAAS AATF ABCB1 ABL1 ABRAXAS1 ABRAXAS2 ACTB ACTL6A ACTL6B ACVR1 ACVR1B ADAM17 ADAMTS1 AFAP1L2 AIF1 AKAP8 AKAP8L AKT1 AMBRA1 ANAPC1 ANAPC10 ANAPC11 ANAPC13 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 ANGEL2 ANK3 ANKFN1 ANKLE2 ANKRD17 ANKRD53 ANLN ANXA1 APC APP APPL1 APPL2 ARF1 ARHGEF10 ARID1A ARID1B ARID2 ARL3 ARPP19 ASAH2 ASCL1 ASNS ATAD5 ATF2 ATM AURKA AURKAIP1 AURKB AURKC AVEN AZI2 BABAM1 BABAM2 BACH1 BANF1 BAP1 BARD1 BAZ1B BBS4 BCAT1 BCCIP BCL2 BCL6 BCL7A BCL7B BCL7C BECN1 BID BIRC5 BLM BMP4 BMP7 BOD1 BORA BRCA1 BRCA2 BRCC3 BRD4 BRD7 BRINP1 BRINP2 BRINP3 BROX BRSK1 BRSK2 BTC BTG1 BTG2 BTG3 BTG4 BTN2A2 BUB1 BUB1B BUB3 C1orf112 CACNB4 CACUL1 CALM1 CALM2 CALM3 CAMK2A CASP2 CAV2 CCDC57 CCDC61 CCDC8 CCL2 CCNA1 CCNA2 CCNB1 CCNB2 CCNB3 CCND1 CCND2 CCND3 CCNE1 CCNE2 CCNF CCNG1 CCNG2 CCNH CCNI CCNI2 CCNJ CCNJL CCNO CCNP CCNY CCSAP CD28 CDC14A CDC14B CDC14C CDC16 CDC20 CDC23 CDC25A CDC25B CDC25C CDC26 CDC27 CDC34 CDC42 CDC45 CDC6 CDC7 CDC73 CDCA2 CDCA5 CDCA8 CDK1 CDK10 CDK11A CDK11B CDK14 CDK15 CDK16 CDK17 CDK18 CDK2 CDK2AP2 CDK3 CDK4 CDK5 CDK5RAP2 CDK5RAP3 CDK6 CDK7 CDK9 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CDKN2D CDKN3 CDT1 CENPA CENPC CENPE CENPF CENPH CENPI CENPJ CENPK CENPT CENPW CEP126 CEP192 CEP250 CEP55 CEP85 CEP97 CETN1 CETN2 CFL1 CHAMP1 CHEK1 CHEK2 CHFR CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CIB1 CIT CKAP2 CKAP5 CKS1B CKS2 CLASP1 CLASP2 CLIP1 CLSPN CLTC CLTCL1 CNTROB CPSF3 CRADD CRLF3 CTC1 CTDNEP1 CTDP1 CTDSP1 CTDSP2 CTDSPL CTNNB1 CUL1 CUL2 CUL3 CUL4A CUL4B CUL5 CUL7 CUL9 CYLD CYP1A1 DACT1 DAPK3 DBF4 DBF4B DCDC1 DCTN1 DCTN2 DCTN3 DCTN6 DCUN1D3 DDB1 DDR2 DDX3X DIS3L2 DLG1 DLGAP5 DMRT1 DNA2 DNM2 DONSON DPF1 DPF2 DPF3 DRD3 DRG1 DSN1 DTL DUSP1 DUSP3 DYNC1H1 DYNC1LI1 DYNLT1 DYNLT3 E2F1 E2F2 E2F3 E2F4 E2F6 E2F7 E2F8 E4F1 ECD ECT2 EDN1 EDN3 EDNRA EFHC1 EGF EGFR EIF4E EIF4EBP1 EIF4G1 EME1 EME2 EML1 EML3 EML4 ENKD1 ENSA EPGN EPS8 ERCC2 ERCC3 EREG ESPL1 ESRRB EXOC1 EXOC2 EXOC3 EXOC4 EXOC5 EXOC6 EXOC6B EXOC7 EXOC8 EZH2 FAM107A FAM110A FANCD2 FBXL15 FBXL7 FBXO31 FBXO43 FBXO5 FBXO7 FBXW11 FBXW5 FGF10 FGF8 FHL1 FLNA FOXA1 FOXC1 FOXG1 FOXM1 FOXN3 FOXO4 FSD1 FZD3 FZR1 GAS1 GBF1 GEM GEN1 GFI1 GFI1B GIGYF2 GINS1 GINS3 GJA1 GJC2 GML GMNN GNAI1 GOLGA2 GPNMB GPR132 GPSM1 GPSM2 GSPT1 GTSE1 HASPIN HDAC3 HECA HECW2 HES1 HGF HINFP HNRNPU HOXA13 HSF1 HSPA1A HSPA1B HSPA2 HTT HUS1 HUS1B HYAL1 ID2 ID4 IER3 IGF1 IGF2 IK IL10 IL1A IL1B INCENP INHBA INIP INO80 INS INSC INSR INTS13 INTS3 IQGAP1 IQGAP2 IQGAP3 ITGB1 JADE1 JTB KANK2 KAT2B KAT5 KATNB1 KCNA5 KCNH5 KDM8 KHDRBS1 KIF11 KIF14 KIF15 KIF18A KIF18B KIF20A KIF20B KIF22 KIF23 KIF25 KIF2A KIF2C KIF3B KIF4A KIF4B KIFC1 KIFC2 KLF11 KLF4 KLHDC8B KLHL18 KLHL22 KMT2E KMT5A KNL1 KNSTRN KNTC1 KPNB1 L3MBTL1 LATS1 LATS2 LCMT1 LGMN LIG1 LIPA LPIN1 LRP5 LSM10 LSM11 LSM14A LZTS2 MAD1L1 MAD2L1 MAD2L1BP MAD2L2 MAEA MAP10 MAP1S MAP3K20 MAP4 MAP9 MAPRE1 MASTL MBLAC1 MBTPS1 MBTPS2 MCIDAS MCM2 MCM3 MCM4 MCM6 MCPH1 MDC1 MDM2 MECP2 MEIOC MEIS2 MELK MEPCE MIIP MIR133A1 MIR133B MIR134 MIR137 MIR15A MIR15B MIR16-1 MIR193A MIR195 MIR19B1 MIR208A MIR21 MIR214 MIR221 MIR222 MIR26A1 MIR29A MIR29B1 MIR29C MIR30C2 MIR362 MIR372 MIR451A MIR495 MIR515-1 MIR519D MIR520A MIR520H MIR638 MIR892B MIS12 MISP MITD1 MKI67 MNAT1 MRE11 MRNIP MSH2 MTA3 MTBP MUC1 MUS81 MYB MYBL1 MYBL2 MYC MYH10 MYO16 MZT1 NAA50 NABP1 NABP2 NACC2 NAE1 NBN NCAPD2 NCAPD3 NCAPG NCAPG2 NCAPH NCAPH2 NDC80 NDE1 NDEL1 NDP NEDD1 NEK11 NEK2 NEK3 NEK4 NEK6 NEK7 NEK9 NES NEUROG1 NFIA NFIB NHERF1 NIPBL NKX3-1 NLE1 NME6 NOLC1 NOP53 NPAT NPM2 NRDE2 NSFL1C NSL1 NSMCE2 NUDC NUDT15 NUF2 NUMA1 NUP62 NUSAP1 OBSL1 OFD1 ORC1 OVOL1 PABIR1 PAFAH1B1 PARP3 PAX6 PBK PBRM1 PBX1 PCID2 PCNA PCNT PDCD6IP PDGFB PDGFRB PDXP PHB2 PHF10 PHF13 PHF8 PHIP PHOX2B PIAS1 PIBF1 PIDD1 PIM2 PIM3 PIN1 PINX1 PKD1 PKD2 PKHD1 PKIA PKMYT1 PKN2 PLCB1 PLK1 PLK2 PLK3 PLK5 PLRG1 PML POLA1 POLDIP2 POLE PPM1D PPME1 PPP1R10 PPP1R12A PPP1R9B PPP2CA PPP2CB PPP2R1A PPP2R2D PPP3CA PPP5C PPP6C PRAP1 PRC1 PRDM5 PRICKLE1 PRKCA PRKCB PRKDC PRMT2 PRMT5 PSME1 PSME2 PSME3 PSMG2 PSRC1 PTCH1 PTEN PTPA PTPN11 PTPN3 PTPN6 RAB11A RAB35 RAB6C RACGAP1 RAD17 RAD21 RAD50 RAD51 RAD51B RAD51C RAD9A RAD9B RAE1 RAN RANBP1 RASA1 RB1 RBBP8 RBL1 RBL2 RBM46 RCC1 RCC2 RDX RECQL5 REEP3 REEP4 RFPL1 RFWD3 RGCC RGS14 RHOA RHOB RHOC RHOU RINT1 RIOK2 RMDN1 RNASEH2B RNF2 RNF20 RNF40 ROCK1 ROCK2 RPA2 RPA3 RPL24 RPL26 RPRM RPS27L RPS6 RPS6KB1 RPTOR RRM1 RRM2 RRM2B RRS1 RTEL1 RTF2 RTKN SAPCD2 SASS6 SBDS SCRIB SDCBP SDE2 SEH1L SEPTIN6 SETD2 SETDB2 SETMAR SH2B1 SHB SIK1 SIN3A SIRT1 SIRT2 SIRT7 SKA1 SKA2 SKA3 SKP2 SLFN11 SMARCA2 SMARCA4 SMARCA5 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMC1A SMC2 SMC3 SMC4 SMC5 SMOC2 SMPD3 SNX18 SNX33 SNX9 SON SPAG5 SPAST SPATA17 SPC24 SPC25 SPDL1 SPDYA SPHK1 SPICE1 SPRY1 SPRY2 SPTBN1 SRA1 STAG1 STAG2 STAMBP STAT5B STIL STK33 STMN1 STOX1 SUN2 SYF2 TACC1 TACC2 TACC3 TADA3 TAF10 TAF2 TAL1 TAOK1 TAOK2 TAOK3 TBCD TBCE TENT4A TERT TEX14 TFAP4 TFDP1 TFDP3 TGFA THAP1 TICRR TIPIN TK1 TM4SF5 TMEM14B TMEM8B TMOD3 TNF TNKS TOM1L1 TOM1L2 TOPBP1 TP53 TP73 TPD52L1 TPR TPRA1 TPX2 TREX1 TRIAP1 TRIM35 TRIM36 TRIM39 TRIM71 TRIP13 TTC19 TTC28 TTK TTL TTLL12 TTN TTYH1 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B TUBD1 TUBE1 TUBG1 TUBG2 TUBGCP2 TUBGCP3 TUBGCP4 TUBGCP5 TUBGCP6 UBA3 UBD UBE2A UBE2C UBE2E2 UBE2I UBE2S UBXN2B UIMC1 UNC119 USH1C USP16 USP2 USP22 USP26 USP29 USP37 USP44 USP47 USP8 VCP VPS4A VPS4B VRK1 WAC WAPL WDHD1 WDR62 WEE1 WEE2 WNK1 WNT10B WRAP73 XPC XRCC2 XRCC3 YEATS4 YTHDC2 YWHAE ZFP36L1 ZFP36L2 ZFYVE19 ZFYVE26 ZMPSTE24 ZNF207 ZNF268 ZNF324 ZNF655 ZNF830 ZNRD2 ZPR1 ZW10 ZWILCH ZWINT GOBP_MITOTIC_CELL_CYCLE_CHECKPOINT_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOTIC_CELL_CYCLE_CHECKPOINT_SIGNALING ABRAXAS1 ANAPC15 APC ATF2 ATM AURKB BABAM1 BABAM2 BARD1 BIRC5 BLM BRCA1 BRCC3 BRSK1 BUB1 BUB1B BUB3 CASP2 CCNB1 CCND1 CCNG1 CDC14B CDC20 CDC6 CDCA8 CDK1 CDK2 CDK5RAP2 CDK5RAP3 CDKN1A CDKN1B CENPF CHEK1 CHEK2 CHFR CHMP4C CLSPN CRADD DONSON DTL DUSP1 DYNC1LI1 EME1 EME2 FANCD2 FBXO31 FOXN3 FOXO4 FZR1 GEN1 GIGYF2 GML GTSE1 HASPIN HUS1 HUS1B IER3 IK INCENP INIP INTS3 KLHL22 KNL1 KNTC1 LCMT1 MAD1L1 MAD2L1 MAD2L1BP MAD2L2 MAP3K20 MBTPS1 MBTPS2 MDC1 MDM2 MRE11 MRNIP MSH2 MUC1 MUS81 NABP1 NABP2 NAE1 NBN NDC80 NEK11 NOP53 NUF2 ORC1 PABIR1 PCID2 PIDD1 PLK1 PLK2 PLK3 PML PPP1R10 PRAP1 PRKDC PSMG2 RAD17 RAD50 RAD9A RAD9B RBBP8 RFWD3 RINT1 RPA2 RPL26 RPS27L SDE2 SETMAR SPC24 SPC25 SPDL1 STK33 SYF2 TAOK1 TAOK2 TAOK3 TEX14 TICRR TIPIN TOPBP1 TP53 TPR TREX1 TRIAP1 TRIM39 TRIP13 TTK UIMC1 USP44 VPS4A WAC XPC XRCC3 ZFYVE19 ZNF207 ZNF830 ZW10 ZWILCH ZWINT GOBP_MITOTIC_CELL_CYCLE_PHASE_TRANSITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOTIC_CELL_CYCLE_PHASE_TRANSITION ABCB1 ABRAXAS1 ACTB ACTL6A ACTL6B ACVR1 ACVR1B ADAM17 ADAMTS1 AIF1 AKT1 AMBRA1 ANAPC1 ANAPC11 ANAPC15 ANAPC2 ANAPC4 ANAPC5 ANAPC7 ANKRD17 ANLN ANXA1 APC APP APPL1 APPL2 ARID1A ARID1B ARID2 ARPP19 ATAD5 ATM AURKA AURKB AVEN BABAM1 BABAM2 BACH1 BARD1 BCAT1 BCL2 BCL7A BCL7B BCL7C BID BIRC5 BLM BRCA1 BRCC3 BRD4 BRD7 BRSK1 BRSK2 BTN2A2 BUB1 BUB1B BUB3 CACNB4 CACUL1 CALM1 CALM2 CALM3 CAMK2A CASP2 CCDC57 CCL2 CCNA1 CCNA2 CCNB1 CCNB2 CCNB3 CCND1 CCND2 CCND3 CCNE1 CCNE2 CCNF CCNG1 CCNG2 CCNH CCNI CCNI2 CCNJ CCNJL CCNO CCNP CCNY CDC14A CDC14B CDC14C CDC16 CDC20 CDC23 CDC25A CDC25B CDC25C CDC27 CDC34 CDC6 CDC7 CDC73 CDCA5 CDCA8 CDK1 CDK10 CDK14 CDK15 CDK16 CDK17 CDK18 CDK2 CDK2AP2 CDK3 CDK4 CDK5 CDK5RAP2 CDK5RAP3 CDK6 CDK7 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CDKN2D CDKN3 CENPE CENPF CENPJ CHEK1 CHEK2 CHFR CHMP2A CHMP4B CHMP4C CHMP7 CKS1B CKS2 CLASP1 CLASP2 CLSPN CPSF3 CRADD CRLF3 CTC1 CTDP1 CTDSP1 CTDSP2 CTDSPL CUL1 CUL2 CUL3 CUL4A CUL4B CUL5 CYP1A1 DACT1 DBF4 DBF4B DCUN1D3 DDB1 DDR2 DDX3X DLG1 DLGAP5 DNM2 DONSON DPF1 DPF2 DPF3 DTL DUSP1 DYNC1LI1 E2F1 E2F2 E2F3 E2F4 E2F6 E2F7 ECD EGFR EIF4E EIF4EBP1 EIF4G1 ENSA EPS8 ERCC2 ERCC3 ESPL1 ESRRB EZH2 FAM107A FBXL15 FBXL7 FBXO31 FBXO5 FBXO7 FGF10 FHL1 FOXM1 FOXN3 FOXO4 FZR1 GEN1 GFI1 GFI1B GIGYF2 GJC2 GML GPNMB GPR132 GSPT1 GTSE1 HASPIN HECW2 HINFP HSPA2 HUS1 HUS1B HYAL1 ID2 ID4 IER3 IK INCENP INHBA INIP INO80 INTS3 IQGAP3 ITGB1 JADE1 KANK2 KCNA5 KCNH5 KDM8 KHDRBS1 KIF14 KLF11 KLF4 KLHL18 KLHL22 KMT2E KNL1 KNTC1 LATS1 LATS2 LCMT1 LSM10 LSM11 MAD1L1 MAD2L1 MAD2L1BP MAD2L2 MAP3K20 MASTL MBLAC1 MBTPS1 MBTPS2 MDM2 MECP2 MELK MEPCE MIIP MIR133A1 MIR133B MIR137 MIR15A MIR15B MIR16-1 MIR193A MIR195 MIR19B1 MIR208A MIR214 MIR221 MIR222 MIR26A1 MIR29A MIR29B1 MIR29C MIR30C2 MIR362 MIR372 MIR451A MIR495 MIR515-1 MIR519D MIR520A MIR520H MIR638 MIR892B MNAT1 MRE11 MRNIP MTA3 MTBP MUC1 MYC MYO16 NABP1 NABP2 NACC2 NAE1 NBN NDC80 NEK11 NEK6 NES NEUROG1 NFIA NFIB NOP53 NPAT NPM2 NSMCE2 NUF2 ORC1 PABIR1 PBRM1 PBX1 PCID2 PHB2 PHF10 PHF8 PHOX2B PIAS1 PIDD1 PIM2 PINX1 PKD1 PKD2 PKIA PKMYT1 PLCB1 PLK1 PLK2 PLK3 PLK5 PLRG1 PML POLE PPM1D PPME1 PPP1R9B PPP2CA PPP2R2D PPP3CA PPP6C PRAP1 PRKDC PRMT2 PSME1 PSME2 PSME3 PSMG2 PTEN PTPN6 RAB11A RAD17 RAD21 RAD50 RAD51B RAD51C RB1 RBBP8 RBL1 RBL2 RCC1 RCC2 RDX RFPL1 RFWD3 RGCC RHOU RINT1 RIOK2 RNASEH2B RPA2 RPL24 RPL26 RPS27L RPS6 RPS6KB1 RPTOR RRM1 RRM2 RRM2B SASS6 SDE2 SIN3A SIRT2 SIRT7 SKP2 SLFN11 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMC5 SPAST SPC24 SPC25 SPDL1 SPDYA STIL STOX1 SYF2 TACC3 TAF10 TAF2 TAOK1 TAOK2 TAOK3 TERT TEX14 TFAP4 TFDP1 TFDP3 TICRR TM4SF5 TMEM14B TMOD3 TOPBP1 TP53 TPD52L1 TPR TPRA1 TREX1 TRIAP1 TRIM39 TRIM71 TRIP13 TTK UBD UBE2A UBE2C UBE2E2 UBE2S UIMC1 USH1C USP26 USP29 USP37 USP44 USP47 VPS4A VPS4B WAC WEE1 WNT10B XPC XRCC3 ZFP36L1 ZFP36L2 ZFYVE19 ZNF207 ZNF324 ZNF655 ZNF830 ZPR1 ZW10 ZWILCH ZWINT GOBP_MITOTIC_CELL_CYCLE_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOTIC_CELL_CYCLE_PROCESS AAAS ABCB1 ABRAXAS1 ABRAXAS2 ACTB ACTL6A ACTL6B ACVR1 ACVR1B ADAM17 ADAMTS1 AIF1 AKAP8 AKAP8L AKT1 AMBRA1 ANAPC1 ANAPC11 ANAPC15 ANAPC2 ANAPC4 ANAPC5 ANAPC7 ANK3 ANKFN1 ANKLE2 ANKRD17 ANKRD53 ANLN ANXA1 APC APP APPL1 APPL2 ARF1 ARHGEF10 ARID1A ARID1B ARID2 ARL3 ARPP19 ATAD5 ATF2 ATM AURKA AURKAIP1 AURKB AURKC AVEN BABAM1 BABAM2 BACH1 BANF1 BARD1 BAZ1B BBS4 BCAT1 BCCIP BCL2 BCL6 BCL7A BCL7B BCL7C BECN1 BID BIRC5 BLM BMP4 BMP7 BOD1 BORA BRCA1 BRCA2 BRCC3 BRD4 BRD7 BROX BRSK1 BRSK2 BTC BTN2A2 BUB1 BUB1B BUB3 CACNB4 CACUL1 CALM1 CALM2 CALM3 CAMK2A CASP2 CAV2 CCDC57 CCDC61 CCDC8 CCL2 CCNA1 CCNA2 CCNB1 CCNB2 CCNB3 CCND1 CCND2 CCND3 CCNE1 CCNE2 CCNF CCNG1 CCNG2 CCNH CCNI CCNI2 CCNJ CCNJL CCNO CCNP CCNY CCSAP CD28 CDC14A CDC14B CDC14C CDC16 CDC20 CDC23 CDC25A CDC25B CDC25C CDC27 CDC34 CDC42 CDC45 CDC6 CDC7 CDC73 CDCA2 CDCA5 CDCA8 CDK1 CDK10 CDK14 CDK15 CDK16 CDK17 CDK18 CDK2 CDK2AP2 CDK3 CDK4 CDK5 CDK5RAP2 CDK5RAP3 CDK6 CDK7 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CDKN2D CDKN3 CDT1 CENPA CENPC CENPE CENPF CENPH CENPI CENPJ CENPK CEP126 CEP192 CEP55 CEP85 CEP97 CFL1 CHAMP1 CHEK1 CHEK2 CHFR CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CIT CKAP2 CKAP5 CKS1B CKS2 CLASP1 CLASP2 CLSPN CLTC CNTROB CPSF3 CRADD CRLF3 CTC1 CTDNEP1 CTDP1 CTDSP1 CTDSP2 CTDSPL CUL1 CUL2 CUL3 CUL4A CUL4B CUL5 CUL7 CUL9 CYP1A1 DACT1 DAPK3 DBF4 DBF4B DCDC1 DCTN1 DCTN2 DCTN6 DCUN1D3 DDB1 DDR2 DDX3X DIS3L2 DLG1 DLGAP5 DMRT1 DNA2 DNM2 DONSON DPF1 DPF2 DPF3 DRD3 DRG1 DSN1 DTL DUSP1 DYNC1H1 DYNC1LI1 DYNLT1 E2F1 E2F2 E2F3 E2F4 E2F6 E2F7 ECD ECT2 EDN1 EDN3 EFHC1 EGF EGFR EIF4E EIF4EBP1 EIF4G1 EME1 EME2 EML1 EML3 EML4 ENKD1 ENSA EPGN EPS8 ERCC2 ERCC3 EREG ESPL1 ESRRB EXOC1 EXOC2 EXOC3 EXOC4 EXOC5 EXOC6 EXOC6B EXOC7 EXOC8 EZH2 FAM107A FAM110A FANCD2 FBXL15 FBXL7 FBXO31 FBXO43 FBXO5 FBXO7 FBXW11 FBXW5 FGF10 FGF8 FHL1 FLNA FOXM1 FOXN3 FOXO4 FSD1 FZR1 GEN1 GFI1 GFI1B GIGYF2 GINS1 GINS3 GJA1 GJC2 GML GNAI1 GOLGA2 GPNMB GPR132 GPSM1 GPSM2 GSPT1 GTSE1 HASPIN HDAC3 HECW2 HINFP HNRNPU HOXA13 HSPA1A HSPA1B HSPA2 HTT HUS1 HUS1B HYAL1 ID2 ID4 IER3 IGF1 IGF2 IK IL1A IL1B INCENP INHBA INIP INO80 INS INSC INSR INTS13 INTS3 IQGAP1 IQGAP2 IQGAP3 ITGB1 JADE1 JTB KANK2 KAT2B KAT5 KATNB1 KCNA5 KCNH5 KDM8 KHDRBS1 KIF11 KIF14 KIF18A KIF18B KIF20A KIF20B KIF22 KIF23 KIF25 KIF2A KIF2C KIF3B KIF4A KIF4B KIFC1 KIFC2 KLF11 KLF4 KLHDC8B KLHL18 KLHL22 KMT2E KMT5A KNL1 KNSTRN KNTC1 KPNB1 L3MBTL1 LATS1 LATS2 LCMT1 LIG1 LPIN1 LRP5 LSM10 LSM11 LSM14A LZTS2 MAD1L1 MAD2L1 MAD2L1BP MAD2L2 MAP10 MAP1S MAP3K20 MAP4 MAP9 MAPRE1 MASTL MBLAC1 MBTPS1 MBTPS2 MCM2 MCM3 MCM4 MCM6 MCPH1 MDC1 MDM2 MECP2 MELK MEPCE MIIP MIR133A1 MIR133B MIR137 MIR15A MIR15B MIR16-1 MIR193A MIR195 MIR19B1 MIR208A MIR214 MIR221 MIR222 MIR26A1 MIR29A MIR29B1 MIR29C MIR30C2 MIR362 MIR372 MIR451A MIR495 MIR515-1 MIR519D MIR520A MIR520H MIR638 MIR892B MIS12 MISP MITD1 MKI67 MNAT1 MRE11 MRNIP MSH2 MTA3 MTBP MUC1 MUS81 MYBL2 MYC MYH10 MYO16 MZT1 NAA50 NABP1 NABP2 NACC2 NAE1 NBN NCAPD2 NCAPD3 NCAPG NCAPG2 NCAPH NCAPH2 NDC80 NDE1 NDEL1 NEK11 NEK2 NEK6 NES NEUROG1 NFIA NFIB NIPBL NME6 NOP53 NPAT NPM2 NSFL1C NSL1 NSMCE2 NUDC NUF2 NUMA1 NUP62 NUSAP1 OBSL1 OFD1 ORC1 PABIR1 PAFAH1B1 PARP3 PAX6 PBRM1 PBX1 PCID2 PCNA PCNT PDCD6IP PDGFB PDGFRB PDXP PHB2 PHF10 PHF13 PHF8 PHIP PHOX2B PIAS1 PIBF1 PIDD1 PIM2 PIN1 PINX1 PKD1 PKD2 PKHD1 PKIA PKMYT1 PLCB1 PLK1 PLK2 PLK3 PLK5 PLRG1 PML POLA1 POLDIP2 POLE PPM1D PPME1 PPP1R10 PPP1R9B PPP2CA PPP2R1A PPP2R2D PPP3CA PPP6C PRAP1 PRC1 PRICKLE1 PRKCA PRKCB PRKDC PRMT2 PRMT5 PSME1 PSME2 PSME3 PSMG2 PSRC1 PTEN PTPA PTPN6 RAB11A RAB35 RACGAP1 RAD17 RAD21 RAD50 RAD51 RAD51B RAD51C RAD9A RAD9B RAE1 RAN RANBP1 RASA1 RB1 RBBP8 RBL1 RBL2 RCC1 RCC2 RDX RECQL5 REEP3 REEP4 RFPL1 RFWD3 RGCC RHOA RHOB RHOC RHOU RINT1 RIOK2 RMDN1 RNASEH2B ROCK1 ROCK2 RPA2 RPL24 RPL26 RPS27L RPS6 RPS6KB1 RPTOR RRM1 RRM2 RRM2B RRS1 RTEL1 RTF2 RTKN SAPCD2 SASS6 SBDS SDE2 SEH1L SEPTIN6 SETD2 SETMAR SH2B1 SIN3A SIRT2 SIRT7 SKP2 SLFN11 SMARCA2 SMARCA4 SMARCA5 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMC1A SMC2 SMC3 SMC4 SMC5 SMPD3 SNX18 SNX33 SNX9 SON SPAG5 SPAST SPC24 SPC25 SPDL1 SPDYA SPHK1 SPICE1 SPRY1 SPRY2 SPTBN1 STAG1 STAG2 STAMBP STIL STK33 STMN1 STOX1 SUN2 SYF2 TACC1 TACC2 TACC3 TAF10 TAF2 TAOK1 TAOK2 TAOK3 TBCE TENT4A TERT TEX14 TFAP4 TFDP1 TFDP3 TGFA TICRR TIPIN TK1 TM4SF5 TMEM14B TMOD3 TNF TNKS TOM1L1 TOM1L2 TOPBP1 TP53 TPD52L1 TPR TPRA1 TPX2 TREX1 TRIAP1 TRIM36 TRIM39 TRIM71 TRIP13 TTC19 TTK TTN TUBG1 TUBG2 UBD UBE2A UBE2C UBE2E2 UBE2I UBE2S UBXN2B UIMC1 UNC119 USH1C USP16 USP26 USP29 USP37 USP44 USP47 USP8 VCP VPS4A VPS4B VRK1 WAC WAPL WDR62 WEE1 WNK1 WNT10B WRAP73 XPC XRCC3 ZFP36L1 ZFP36L2 ZFYVE19 ZFYVE26 ZMPSTE24 ZNF207 ZNF324 ZNF655 ZNF830 ZPR1 ZW10 ZWILCH ZWINT GOBP_MITOTIC_CHROMOSOME_CONDENSATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOTIC_CHROMOSOME_CONDENSATION AKAP8 AKAP8L BAZ1B CDCA5 CHMP1A KMT5A NCAPD2 NCAPD3 NCAPG NCAPH NCAPH2 NUSAP1 PHF13 PLK1 SMARCA5 SMC2 SMC4 TENT4A TTN GOBP_MITOTIC_CYTOKINESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOTIC_CYTOKINESIS ANK3 ANKRD53 ANLN APC ARF1 ARL3 AURKB BBS4 BIRC5 CDCA8 CENPA CEP55 CFL1 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CIT CKAP2 CNTROB CUL7 DCDC1 ECT2 EFHC1 ESPL1 EXOC1 EXOC2 EXOC3 EXOC4 EXOC5 EXOC6 EXOC6B EXOC7 EXOC8 INCENP IQGAP1 IQGAP2 IQGAP3 JTB KIF20A KIF20B KIF23 KIF4A KIF4B KLHDC8B LZTS2 MAP9 MITD1 MYH10 NUP62 NUSAP1 PDCD6IP PLK1 POLDIP2 RAB35 RACGAP1 RASA1 RHOA RHOB RHOC ROCK1 ROCK2 RTKN SEPTIN6 SNX18 SNX33 SNX9 SON SPAST SPTBN1 STAMBP STMN1 TRIM36 TTC19 UNC119 USP8 VPS4A VPS4B WNK1 ZFYVE26 GOBP_MITOTIC_CYTOKINETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOTIC_CYTOKINETIC_PROCESS ARF1 CEP55 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CNTROB IQGAP1 IQGAP2 IQGAP3 KIF20A KIF20B KLHDC8B MITD1 NUP62 PDCD6IP RHOA VPS4A VPS4B GOBP_MITOTIC_DNA_INTEGRITY_CHECKPOINT_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOTIC_DNA_INTEGRITY_CHECKPOINT_SIGNALING ABRAXAS1 ATF2 ATM BABAM1 BABAM2 BLM BRCA1 BRCC3 BRSK1 CASP2 CCND1 CCNG1 CDC14B CDC6 CDK1 CDK2 CDK5RAP3 CDKN1A CDKN1B CHEK1 CHEK2 CLSPN CRADD DONSON DTL EME1 EME2 FANCD2 FBXO31 FOXN3 FOXO4 FZR1 GIGYF2 GML GTSE1 HUS1 HUS1B IER3 MAP3K20 MBTPS1 MBTPS2 MDC1 MDM2 MRE11 MRNIP MSH2 MUC1 MUS81 NAE1 NBN NEK11 NOP53 ORC1 PIDD1 PLK1 PLK2 PLK3 PML PPP1R10 PRAP1 PRKDC RAD17 RAD9A RAD9B RFWD3 RINT1 RPA2 RPL26 RPS27L SDE2 SETMAR STK33 SYF2 TAOK1 TAOK2 TAOK3 TICRR TIPIN TOPBP1 TP53 TREX1 TRIAP1 TRIM39 UIMC1 WAC XPC ZNF830 GOBP_MITOTIC_DNA_REPLICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOTIC_DNA_REPLICATION BCL6 BRCA2 CDC45 GINS1 GINS3 LIG1 MCM2 MCM3 MCM4 MCM6 POLA1 RAD51 RECQL5 RTF2 TK1 ZMPSTE24 GOBP_MITOTIC_DNA_REPLICATION_CHECKPOINT_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOTIC_DNA_REPLICATION_CHECKPOINT_SIGNALING CDC6 CLSPN HUS1 HUS1B NAE1 ORC1 RAD17 TICRR TOPBP1 ZNF830 GOBP_MITOTIC_G1_S_TRANSITION_CHECKPOINT_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOTIC_G1_S_TRANSITION_CHECKPOINT_SIGNALING ATM CASP2 CCND1 CDK2 CDKN1A CDKN1B CHEK2 CRADD FBXO31 GIGYF2 GML GTSE1 MDM2 MUC1 PIDD1 PLK2 PLK3 PML PRAP1 PRKDC RFWD3 RPA2 RPL26 RPS27L SDE2 TP53 TREX1 TRIAP1 WAC GOBP_MITOTIC_G2_DNA_DAMAGE_CHECKPOINT_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOTIC_G2_DNA_DAMAGE_CHECKPOINT_SIGNALING ABRAXAS1 ATM BABAM1 BABAM2 BLM BRCA1 BRCC3 BRSK1 CCNG1 CDC14B CDK1 CDK5RAP3 CDKN1A CHEK1 CLSPN DONSON DTL FOXN3 FOXO4 FZR1 IER3 MBTPS1 MBTPS2 MRE11 MRNIP NBN NOP53 PLK1 RINT1 SYF2 TAOK1 TAOK2 TAOK3 TICRR TOPBP1 TRIM39 UIMC1 GOBP_MITOTIC_G2_M_TRANSITION_CHECKPOINT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOTIC_G2_M_TRANSITION_CHECKPOINT ABRAXAS1 ATM BABAM1 BABAM2 BARD1 BLM BRCA1 BRCC3 BRSK1 CCNG1 CDC14B CDC6 CDK1 CDK5RAP3 CDKN1A CHEK1 CHFR CLSPN DONSON DTL FOXN3 FOXO4 FZR1 HUS1 HUS1B IER3 INIP INTS3 MBTPS1 MBTPS2 MRE11 MRNIP NABP1 NABP2 NAE1 NBN NOP53 ORC1 PABIR1 PLK1 RAD17 RAD50 RBBP8 RINT1 SYF2 TAOK1 TAOK2 TAOK3 TICRR TOPBP1 TRIM39 UIMC1 ZNF830 GOBP_MITOTIC_INTRA_S_DNA_DAMAGE_CHECKPOINT_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOTIC_INTRA_S_DNA_DAMAGE_CHECKPOINT_SIGNALING ATF2 CHEK2 EME1 EME2 FANCD2 HUS1 HUS1B MDC1 MRE11 MSH2 MUS81 NEK11 RAD17 RAD9A RAD9B TIPIN XPC GOBP_MITOTIC_METAPHASE_CHROMOSOME_ALIGNMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOTIC_METAPHASE_CHROMOSOME_ALIGNMENT ANKRD53 AURKB BECN1 BIRC5 BOD1 CCNB1 CDC23 CDCA5 CDCA8 CDT1 CENPC CENPE CEP55 CHAMP1 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CUL3 DCTN2 EML3 EML4 HNRNPU INCENP KAT2B KAT5 KIF14 KIF18A KIF22 KIF2C KIFC1 KPNB1 MAD1L1 MAPRE1 MIS12 NDC80 NUDC NUF2 NUP62 PDCD6IP PIBF1 PINX1 PSRC1 RAB11A RMDN1 RRS1 SEH1L SPDL1 VPS4A VPS4B ZW10 GOBP_MITOTIC_NUCLEAR_DIVISION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOTIC_NUCLEAR_DIVISION AAAS ABRAXAS1 ABRAXAS2 AKAP8 AKAP8L ANAPC11 ANAPC15 ANAPC5 ANAPC7 ANKLE2 ANKRD53 ANLN APC ARHGEF10 ATM AURKA AURKAIP1 AURKB AURKC BANF1 BAZ1B BCCIP BECN1 BIRC5 BMP4 BMP7 BOD1 BORA BROX BTC BUB1 BUB1B BUB3 CAV2 CCDC61 CCDC8 CCNB1 CCSAP CD28 CDC14A CDC14B CDC14C CDC16 CDC20 CDC23 CDC25C CDC42 CDCA2 CDCA5 CDCA8 CDK1 CDK5RAP2 CDKN1B CDKN1C CDT1 CENPC CENPE CENPF CENPI CENPK CEP192 CEP55 CEP85 CEP97 CHAMP1 CHEK1 CHEK2 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CLASP1 CLASP2 CTDP1 CUL3 CUL7 CUL9 DAPK3 DCTN2 DIS3L2 DLGAP5 DMRT1 DRD3 DRG1 DSN1 DUSP1 DYNC1LI1 EDN1 EDN3 EGF EML3 EML4 EPGN EPS8 EREG ESPL1 FBXO43 FBXO5 FBXW5 FGF8 FLNA GEN1 GOLGA2 HASPIN HNRNPU HOXA13 HSPA1A HSPA1B IGF1 IGF2 IK IL1A IL1B INCENP INO80 INS INSR KAT2B KAT5 KATNB1 KIF11 KIF14 KIF18A KIF18B KIF20B KIF22 KIF23 KIF25 KIF2A KIF2C KIF3B KIF4A KIF4B KIFC1 KIFC2 KLHDC8B KLHL22 KMT5A KNL1 KNSTRN KNTC1 KPNB1 L3MBTL1 LCMT1 LRP5 LSM14A MAD1L1 MAD2L1 MAD2L1BP MAD2L2 MAP10 MAP9 MAPRE1 MIS12 MISP MKI67 MTBP MYBL2 MZT1 NCAPD2 NCAPD3 NCAPG NCAPG2 NCAPH NCAPH2 NDC80 NDE1 NDEL1 NEK2 NEUROG1 NFIA NFIB NIPBL NME6 NPM2 NSFL1C NSL1 NSMCE2 NUDC NUF2 NUMA1 NUP62 NUSAP1 OBSL1 OFD1 PCID2 PDCD6IP PDGFB PDGFRB PDXP PHB2 PHF13 PHIP PIBF1 PIN1 PINX1 PKMYT1 PLK1 POLDIP2 PPP1R9B PPP2R1A PPP2R2D PRAP1 PRC1 PRICKLE1 PRMT5 PSMG2 PSRC1 RAB11A RACGAP1 RAD21 RAN RANBP1 RB1 RCC1 REEP3 REEP4 RGCC RHOA RMDN1 RPL24 RRS1 SEH1L SH2B1 SIRT2 SIRT7 SMARCA5 SMC1A SMC2 SMC3 SMC4 SMPD3 SPAG5 SPAST SPC24 SPC25 SPDL1 SPHK1 SPICE1 STAG1 STAG2 TENT4A TEX14 TGFA TNF TOM1L1 TOM1L2 TPR TPX2 TRIP13 TTK TTN TUBG1 TUBG2 UBE2C UBE2I UBE2S UBXN2B USP16 USP44 VPS4A VPS4B WAPL WRAP73 XRCC3 ZNF207 ZW10 ZWILCH ZWINT GOBP_MITOTIC_NUCLEAR_MEMBRANE_DISASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOTIC_NUCLEAR_MEMBRANE_DISASSEMBLY CTDNEP1 LPIN1 NEK6 PLK1 PRKCA PRKCB VRK1 GOBP_MITOTIC_NUCLEAR_MEMBRANE_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOTIC_NUCLEAR_MEMBRANE_ORGANIZATION ANKLE2 BANF1 BROX RCC1 REEP3 REEP4 SIRT2 SPAST UBE2I VPS4A GOBP_MITOTIC_RECOMBINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOTIC_RECOMBINATION ANKLE1 BRCA2 DMC1 ERCC1 ERCC2 ERCC4 GEN1 MLH1 MRE11 MSH2 MSH3 NSMCE2 RAD50 RAD51 RAD51C RAD51D RAD52 RAD54B SMC5 SMC6 TEP1 TERF2 XRCC1 XRCC3 ZSCAN4 GOBP_MITOTIC_SISTER_CHROMATID_COHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOTIC_SISTER_CHROMATID_COHESION ATRX BOD1 BUB1 CDC20 CDCA5 CHTF8 DSCC1 ESCO1 ESCO2 HASPIN HDAC8 MACROH2A1 MAU2 NAA10 NAA50 NIPBL NSMCE2 PDS5A PDS5B POGZ RAD21 RB1 SGO1 SLF1 SLF2 SMC1A SMC3 SMC5 STAG1 STAG2 TNKS GOBP_MITOTIC_SISTER_CHROMATID_COHESION_CENTROMERIC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOTIC_SISTER_CHROMATID_COHESION_CENTROMERIC BOD1 BUB1 NAA10 NAA50 SGO1 GOBP_MITOTIC_SISTER_CHROMATID_SEGREGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOTIC_SISTER_CHROMATID_SEGREGATION AAAS ABRAXAS1 ABRAXAS2 AKAP8 AKAP8L ANAPC11 ANAPC15 ANAPC5 ANAPC7 ANKRD53 APC ARHGEF10 ATM AURKB AURKC BAZ1B BCCIP BECN1 BIRC5 BOD1 BUB1 BUB1B BUB3 CCDC61 CCNB1 CCSAP CDC16 CDC20 CDC23 CDCA5 CDCA8 CDK1 CDK5RAP2 CDT1 CENPC CENPE CENPF CENPI CENPK CEP192 CEP55 CEP97 CHAMP1 CHEK2 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CLASP1 CLASP2 CUL3 DCTN2 DIS3L2 DLGAP5 DRG1 DSN1 DUSP1 DYNC1LI1 EML3 EML4 ESPL1 FBXO5 FLNA GEN1 GOLGA2 HASPIN HNRNPU HSPA1A HSPA1B IK INCENP INO80 KAT2B KAT5 KATNB1 KIF11 KIF14 KIF18A KIF18B KIF22 KIF23 KIF25 KIF2A KIF2C KIF3B KIF4A KIF4B KIFC1 KIFC2 KLHL22 KMT5A KNL1 KNSTRN KNTC1 KPNB1 LCMT1 LSM14A MAD1L1 MAD2L1 MAD2L1BP MAD2L2 MAP10 MAP9 MAPRE1 MIS12 MISP MYBL2 MZT1 NCAPD2 NCAPD3 NCAPG NCAPG2 NCAPH NCAPH2 NDC80 NEK2 NIPBL NSL1 NSMCE2 NUDC NUF2 NUMA1 NUP62 NUSAP1 OFD1 PCID2 PDCD6IP PHF13 PIBF1 PINX1 PLK1 POLDIP2 PPP2R1A PRAP1 PRC1 PRICKLE1 PSMG2 PSRC1 RAB11A RACGAP1 RAD21 RAN RB1 RHOA RMDN1 RRS1 SEH1L SMARCA5 SMC1A SMC2 SMC3 SMC4 SPAG5 SPC24 SPC25 SPDL1 SPICE1 STAG1 STAG2 TENT4A TEX14 TPR TPX2 TRIP13 TTK TTN TUBG1 TUBG2 UBE2C USP44 VPS4A VPS4B WAPL WRAP73 XRCC3 ZNF207 ZW10 ZWILCH ZWINT GOBP_MITOTIC_SISTER_CHROMATID_SEPARATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOTIC_SISTER_CHROMATID_SEPARATION ANAPC11 ANAPC15 ANAPC5 ANAPC7 APC ATM AURKB BIRC5 BUB1 BUB1B BUB3 CCNB1 CDC16 CDC20 CDC23 CDCA8 CDK5RAP2 CENPF CUL3 DIS3L2 DLGAP5 DUSP1 DYNC1LI1 ESPL1 FBXO5 GEN1 HASPIN IK INCENP KLHL22 KNL1 KNTC1 LCMT1 MAD1L1 MAD2L1 MAD2L1BP MAD2L2 NCAPH2 NDC80 NSMCE2 NUF2 PCID2 PLK1 PPP2R1A PRAP1 PSMG2 RAD21 RB1 SPC24 SPC25 SPDL1 TEX14 TPR TRIP13 TTK UBE2C USP44 XRCC3 ZNF207 ZW10 ZWILCH ZWINT GOBP_MITOTIC_SPINDLE_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOTIC_SPINDLE_ASSEMBLY AAAS ABRAXAS1 ABRAXAS2 ARHGEF10 AURKB AURKC BCCIP BIRC5 CCDC61 CCSAP CDC20 CDCA8 CEP192 CEP97 CHEK2 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CLASP1 CLASP2 DRG1 EML3 FLNA GOLGA2 HNRNPU HSPA1A HSPA1B INCENP KIF11 KIF23 KIF2A KIF3B KIF4A KIF4B KIFC1 KIFC2 KPNB1 LSM14A MAP10 MAP9 MISP MYBL2 MZT1 NEK2 OFD1 PDCD6IP PIBF1 PLK1 POLDIP2 PRC1 PRICKLE1 RAB11A RACGAP1 RHOA SMC1A SMC3 SPICE1 STAG1 STAG2 TPR TPX2 VPS4B WRAP73 ZNF207 GOBP_MITOTIC_SPINDLE_ELONGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOTIC_SPINDLE_ELONGATION AURKB AURKC BIRC5 CDCA8 INCENP KIF23 KIF4A KIF4B MAP10 NUMA1 PRC1 RACGAP1 GOBP_MITOTIC_SPINDLE_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITOTIC_SPINDLE_ORGANIZATION AAAS ABRAXAS1 ABRAXAS2 ANKRD53 ARHGEF10 AURKA AURKB AURKC BCCIP BIRC5 BORA CCDC61 CCNB1 CCSAP CDC20 CDCA8 CENPE CENPH CENPJ CEP126 CEP192 CEP97 CHEK2 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CKAP5 CLASP1 CLASP2 CLTC DCTN1 DCTN2 DCTN6 DLGAP5 DRG1 DYNC1H1 EFHC1 EML1 EML3 FAM110A FLNA FSD1 GNAI1 GOLGA2 GPSM2 HNRNPU HSPA1A HSPA1B INCENP INTS13 KIF11 KIF23 KIF2A KIF3B KIF4A KIF4B KIFC1 KIFC2 KPNB1 LSM14A MAP10 MAP1S MAP4 MAP9 MECP2 MISP MYBL2 MZT1 NDC80 NEK2 NEK6 NUDC NUF2 NUMA1 NUP62 OFD1 PARP3 PCNT PDCD6IP PIBF1 PKD1 PLK1 PLK2 PLK3 POLDIP2 PRC1 PRICKLE1 PSRC1 PTPA RAB11A RACGAP1 RAE1 RAN RCC1 RHOA RMDN1 SASS6 SBDS SMC1A SMC3 SPAST SPC25 SPICE1 STAG1 STAG2 STIL STMN1 SUN2 TACC1 TACC2 TACC3 TBCE TNKS TPR TPX2 TTK TUBG1 TUBG2 VCP VPS4B WDR62 WRAP73 ZNF207 GOBP_MITRAL_VALVE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MITRAL_VALVE_DEVELOPMENT ACVR1 AXIN2 BMPR1A BMPR2 DCHS1 EFNA1 GJA5 NAGLU NOTCH1 SMAD6 SOX4 TWIST1 ZFPM1 GOBP_MODIFICATION_OF_POSTSYNAPTIC_ACTIN_CYTOSKELETON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MODIFICATION_OF_POSTSYNAPTIC_ACTIN_CYTOSKELETON BAIAP2 CTTNBP2 CYFIP1 ITPKA PFN1 PFN2 RHOA SPTB TIAM1 WASF1 WASF3 GOBP_MODIFICATION_OF_POSTSYNAPTIC_STRUCTURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MODIFICATION_OF_POSTSYNAPTIC_STRUCTURE ARHGAP44 BAIAP2 CAMKV CHMP2B CTTNBP2 CYFIP1 DRD1 EGLN1 FILIP1 ITPKA PFN1 PFN2 RAP1B RHOA RHOB SPTB STAU1 SYNPO TIAM1 WASF1 WASF3 GOBP_MODIFICATION_OF_SYNAPTIC_STRUCTURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MODIFICATION_OF_SYNAPTIC_STRUCTURE ABL1 ARHGAP44 BAIAP2 CAMKV CDC42 CHMP2B CLN3 CTTNBP2 CYFIP1 DLGAP3 DRD1 EGLN1 EPHA4 FILIP1 GRIPAP1 ITPKA PFN1 PFN2 RAP1B REST RHOA RHOB SPTB STAU1 SYNPO TIAM1 WASF1 WASF3 GOBP_MODIFIED_AMINO_ACID_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MODIFIED_AMINO_ACID_TRANSPORT ABCC5 CLN3 CTNS FOLR1 FOLR2 FOLR3 LRP2 PDPN PDZK1 SLC11A1 SLC16A12 SLC16A9 SLC19A1 SLC19A2 SLC1A4 SLC22A1 SLC22A15 SLC22A16 SLC22A2 SLC22A4 SLC22A5 SLC25A12 SLC25A13 SLC25A15 SLC25A2 SLC25A20 SLC25A26 SLC25A29 SLC25A32 SLC38A2 SLC38A4 SLC38A9 SLC3A1 SLC46A1 SLC47A1 SLC5A6 SLC66A1 SLC6A12 SLC6A13 SLC6A14 SLC6A20 SLC6A8 SLC7A1 SLC7A11 SLC7A13 SLC7A2 SLC7A3 SLC7A6 SLC7A7 SLC7A9 GOBP_MODULATION_BY_HOST_OF_SYMBIONT_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MODULATION_BY_HOST_OF_SYMBIONT_PROCESS APCS APOBEC3H APOE CARD9 CAV2 CCL3 CCL4 CCL5 CCL8 CCNK CCNT1 CDC42 CDK9 CFL1 CHD1 CSF1R CTDP1 CX3CR1 DDX56 EEA1 EEF1A1 EIF2AK4 EP300 FASN FBXL2 FMR1 HDAC1 HMGA2 HPN HSPA8 IFI27 IGF2R INPP5K JUN LEF1 LRRC19 LTF MIR221 MIR222 MUC2 NAPEPLD NLRP6 NOD2 NUCKS1 PAIP1 PC PHB1 PI4KA PIK3C2G PIK3C3 POU2F3 PPIB PRKN PSMC3 PTX3 RAB29 RAB5A RAB9A REST ROCK2 RRP1B SAP30 SAP30BP SMARCA4 SMARCB1 SMC5 SMC6 SNW1 SP1 SPRR2A ST6GALNAC1 STOM TAF11 TARDBP TBC1D20 TFAP4 TMEM41B VAPA YTHDC2 ZBED1 ZC3H12A ZDHHC20 ZDHHC8 ZDHHC9 ZFYVE1 ZNF502 ZNF639 GOBP_MODULATION_BY_HOST_OF_VIRAL_GENOME_REPLICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MODULATION_BY_HOST_OF_VIRAL_GENOME_REPLICATION APOBEC3H CCL8 CCNK DDX56 EEF1A1 EIF2AK4 FBXL2 FMR1 HSPA8 IFI27 MIR221 MIR222 NUCKS1 PHB1 PIK3C3 PPIB PRKN SMC5 SMC6 STOM TBC1D20 TMEM41B VAPA YTHDC2 ZBED1 ZC3H12A ZFYVE1 GOBP_MODULATION_BY_HOST_OF_VIRAL_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MODULATION_BY_HOST_OF_VIRAL_PROCESS APCS APOBEC3H APOE CAV2 CCL8 CCNK CDC42 CFL1 CSF1R DDX56 EEA1 EEF1A1 EIF2AK4 FASN FBXL2 FMR1 HSPA8 IFI27 IGF2R LTF MIR221 MIR222 NUCKS1 PAIP1 PC PHB1 PI4KA PIK3C2G PIK3C3 PPIB PRKN PSMC3 PTX3 RAB29 RAB5A ROCK2 SMC5 SMC6 STOM TBC1D20 TMEM41B VAPA YTHDC2 ZBED1 ZC3H12A ZDHHC20 ZDHHC8 ZDHHC9 ZFYVE1 ZNF502 GOBP_MODULATION_BY_HOST_OF_VIRAL_RNA_GENOME_REPLICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MODULATION_BY_HOST_OF_VIRAL_RNA_GENOME_REPLICATION DDX56 FBXL2 FMR1 PHB1 TMEM41B GOBP_MODULATION_BY_SYMBIONT_OF_ENTRY_INTO_HOST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MODULATION_BY_SYMBIONT_OF_ENTRY_INTO_HOST APCS CAV1 CD4 CD74 CH25H CIITA CXCL8 EXOC2 EXOC7 FCN1 FCN3 FUCA2 FURIN GSN HLA-DRB1 HMGB1 HS3ST5 IFITM1 IFITM2 IFITM3 IFNA2 ITGAV KRT6A LGALS1 LGALS9 LRRC15 LY6E MID2 NECTIN2 P4HB PTX3 RFPL1 RFPL2 RFPL3 RFPL4A RFPL4AL1 SMPD1 SNX3 TMPRSS2 TMPRSS4 TRIM10 TRIM11 TRIM21 TRIM22 TRIM25 TRIM26 TRIM31 TRIM34 TRIM38 TRIM5 TRIM58 TRIM59 TRIM6 TRIM62 TRIM68 TRIM8 GOBP_MODULATION_BY_VIRUS_OF_HOST_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MODULATION_BY_VIRUS_OF_HOST_PROCESS AKT1 BCL2L1 BECN1 MIR130A MIR141 MIR30C1 PPARA GOBP_MODULATION_OF_EXCITATORY_POSTSYNAPTIC_POTENTIAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MODULATION_OF_EXCITATORY_POSTSYNAPTIC_POTENTIAL ADRB2 APP BAIAP2 CBLN1 CELF4 CHRNA7 CUX2 DLG4 DMPK DVL1 EIF4A3 GRIK2 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D IGSF11 LRRK2 MIR30B MTMR2 NETO1 NLGN1 NLGN2 NLGN3 NLGN4X NRXN1 PRKAR1B PRKCZ PTEN PTK2B RELN RGS4 RIMS1 RIMS2 S1PR2 SHANK1 SHANK3 SLC8A2 SLC8A3 SSH1 STX1A STX1B SYNE1 TBC1D24 TMEM108 TMEM25 WNT7A ZMYND8 GOBP_MODULATION_OF_INHIBITORY_POSTSYNAPTIC_POTENTIAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MODULATION_OF_INHIBITORY_POSTSYNAPTIC_POTENTIAL ABAT CHRNA2 NLGN2 NTSR1 RIMS1 RIMS2 UNC13B GOBP_MODULATION_OF_MICROTUBULE_CYTOSKELETON_INVOLVED_IN_CEREBRAL_CORTEX_RADIAL_GLIA_GUIDED_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MODULATION_OF_MICROTUBULE_CYTOSKELETON_INVOLVED_IN_CEREBRAL_CORTEX_RADIAL_GLIA_GUIDED_MIGRATION SRGAP2 SRGAP2C SUN1 SUN2 SYNE2 GOBP_MODULATION_OF_PROCESS_OF_ANOTHER_ORGANISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MODULATION_OF_PROCESS_OF_ANOTHER_ORGANISM AKT1 ARG1 BCL2L1 BECN1 CLEC7A CXCL6 F2RL1 FCER2 IFNG MIR130A MIR141 MIR30C1 NOS2 P2RX7 PPARA PRF1 S100A9 SLPI SYK GOBP_MOLTING_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MOLTING_CYCLE ACVR1B ALX4 APCDD1 ATP7A BCL2 BMAL1 CD109 CDH3 CLOCK CTNNB1 DKK1 DKK4 DLX3 DNASE1L2 DSG4 EDA EDAR EGFR EPS8L3 ERCC2 EXT1 FA2H FARP2 FERMT1 FGF10 FGF7 FGFR2 FOXE1 FOXI3 FOXN1 FOXQ1 FST FUZ FZD3 FZD6 GAL GLI2 GORAB HDAC1 HDAC2 HOXC13 HPSE IGFBP5 INHBA INTU KRT14 KRT16 KRT17 KRT25 KRT27 KRT28 KRT33B KRT71 KRT83 KRT84 KRTAP4-3 KRTAP4-5 KRTAP4-8 KRTAP4-9 LAMA5 LDB1 LDB2 LGR4 LGR5 LHX2 LRIG1 LRP4 MPZL3 MSX2 MYSM1 NAGLU NF1 NGFR NIPBL NOM1 NOTCH1 NSDHL NSUN2 NUMA1 PDGFA PER1 PIAS4 PLA2G10 PPP1R13L PTCH2 PTGS2 PUM2 RBPJ RELA SAV1 SHH SMAD4 SMO SNAI1 SOS1 SOSTDC1 SOX18 SOX21 SOX9 SPINK5 TERT TGFB2 TGM3 TMEM79 TNF TNFRSF19 TP63 TRADD TRPC4AP TRPV3 TSKU TSPEAR WNT10A WNT10B WNT5A ZDHHC21 ZMPSTE24 GOBP_MOLTING_CYCLE_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MOLTING_CYCLE_PROCESS ACVR1B ALX4 APCDD1 ATP7A BCL2 CD109 CDH3 CTNNB1 DKK1 DKK4 DLX3 DNASE1L2 DSG4 EDA EDAR EGFR ERCC2 EXT1 FARP2 FERMT1 FGF10 FGF7 FGFR2 FOXE1 FOXI3 FOXN1 FOXQ1 FST FUZ FZD3 FZD6 GAL GLI2 GORAB HDAC1 HDAC2 HOXC13 HPSE IGFBP5 INHBA INTU KRT17 KRT25 KRT27 KRT28 KRT71 KRT84 LAMA5 LDB1 LDB2 LGR4 LGR5 LHX2 LRIG1 LRP4 MSX2 MYSM1 NAGLU NF1 NGFR NOM1 NOTCH1 NSDHL NSUN2 NUMA1 PDGFA PIAS4 PLA2G10 PUM2 RBPJ RELA SAV1 SHH SMAD4 SMO SNAI1 SOS1 SOSTDC1 SOX18 SOX21 SOX9 SPINK5 TGFB2 TGM3 TMEM79 TNF TNFRSF19 TP63 TRADD TRPC4AP TSPEAR WNT10A WNT10B WNT5A ZDHHC21 ZMPSTE24 GOBP_MONOACYLGLYCEROL_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MONOACYLGLYCEROL_BIOSYNTHETIC_PROCESS AWAT2 DGAT1 DGAT2 DGAT2L6 MOGAT2 MOGAT3 PLA2G4A GOBP_MONOACYLGLYCEROL_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MONOACYLGLYCEROL_CATABOLIC_PROCESS ABHD12 ABHD12B ABHD16A ABHD16B ABHD6 FAAH MGLL GOBP_MONOACYLGLYCEROL_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MONOACYLGLYCEROL_METABOLIC_PROCESS ABHD12 ABHD12B ABHD16A ABHD16B ABHD6 AWAT2 DGAT1 DGAT2 DGAT2L6 FAAH MGLL MOGAT2 MOGAT3 PLA2G4A GOBP_MONOAMINE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MONOAMINE_TRANSPORT ABAT ACTB ADORA2A ADORA3 ADRA2A ADRA2B ADRA2C CARTPT CHGA CHRM5 CHRNA4 CHRNA6 CHRNA7 CHRNB2 CNR1 CRH CXCL12 DRD1 DRD2 DRD3 DRD4 DTNBP1 FFAR3 FGF20 GABBR1 GDNF GHSR GNAT1 GPM6B GRK2 GRM2 HRH3 HTR1A HTR1B HTR2A ITGB3 KCNA2 KCNB1 KPNA4 LILRB1 MAOB MAPK15 MECP2 NOS1 OPRK1 OXTR P2RX1 P2RY1 PARK7 PICK1 PINK1 PRKCB PRKN RAB3B SDHD SLC18A1 SLC18A2 SLC18A3 SLC18B1 SLC22A1 SLC22A2 SLC22A3 SLC29A3 SLC29A4 SLC6A2 SLC6A3 SLC6A4 SNCA SNCG STX1A SYK SYT1 SYT10 SYT11 SYT12 SYT13 SYT15 SYT17 SYT2 SYT3 SYT4 SYT5 SYT6 SYT7 SYT8 SYT9 TGM2 TOR1A VIP GOBP_MONOATOMIC_ANION_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MONOATOMIC_ANION_HOMEOSTASIS ATP6V1B1 CA12 CPS1 FASLG KCNE3 KCNQ1 OTC SLC12A1 SLC12A2 SLC12A3 SLC12A4 SLC12A5 SLC12A6 SLC12A7 SLC12A8 SLC12A9 STK39 TBXAS1 UMOD WNK1 WNK4 GOBP_MONOATOMIC_ANION_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MONOATOMIC_ANION_TRANSPORT ABCB1 ABCC1 ABCC10 ABCC11 ABCC2 ABCC3 ABCC4 ABCC5 ABCC6 ABCC9 AHCYL1 ANO1 ANO10 ANO2 ANO3 ANO4 ANO5 ANO6 ANO7 ANO8 ANO9 APOL1 ATP8B1 BEST1 BEST2 BEST3 BEST4 BSND CA2 CA7 CASR CCT8L2 CFTR CLCA1 CLCA2 CLCA3P CLCA4 CLCC1 CLCN1 CLCN2 CLCN3 CLCN4 CLCN5 CLCN6 CLCN7 CLCNKA CLCNKB CLDN17 CLDN4 CLIC1 CLIC2 CLIC3 CLIC4 CLIC5 CLIC6 CLNS1A FXYD1 FXYD3 GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRB1 GABRB2 GABRB3 GABRD GABRE GABRG1 GABRG2 GABRG3 GABRP GABRQ GABRR1 GABRR2 GABRR3 GLRA1 GLRA2 GLRA3 GLRB GOPC GPR89A GPR89B GRM5 KCNQ1 KCNT2 LRRC8A LRRC8B LRRC8C LRRC8D LRRC8E MFSD8 NMUR1 NMUR2 OCA2 OSTM1 P2RY4 P2RY6 PACC1 PDZK1 PRKG2 PRNP RAB11B RIPK1 SLC12A1 SLC12A2 SLC12A3 SLC12A4 SLC12A5 SLC12A6 SLC12A7 SLC12A8 SLC12A9 SLC13A1 SLC17A1 SLC17A2 SLC17A3 SLC17A4 SLC17A5 SLC17A6 SLC17A7 SLC17A8 SLC19A1 SLC1A1 SLC1A2 SLC1A3 SLC1A4 SLC1A7 SLC22A6 SLC25A14 SLC25A27 SLC26A1 SLC26A10P SLC26A11 SLC26A2 SLC26A3 SLC26A4 SLC26A5 SLC26A6 SLC26A7 SLC26A8 SLC26A9 SLC39A14 SLC4A1 SLC4A10 SLC4A11 SLC4A2 SLC4A3 SLC4A4 SLC4A5 SLC4A7 SLC4A8 SLC4A9 SLC5A1 SLC5A5 SLC5A6 SLC5A8 SLC6A1 SLC6A14 STC1 TCAF1 TCAF2 TG TSPO TTYH1 TTYH2 TTYH3 UCP2 VDAC1 VDAC2 VDAC3 WNK4 GOBP_MONOATOMIC_CATION_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MONOATOMIC_CATION_TRANSMEMBRANE_TRANSPORT ABCB6 ABCB7 ABCB8 ABCC5 ABCC8 ABCC9 ABL1 ACTN2 ACTN4 ADCYAP1R1 ADRA1A ADRA2A AFG3L2 AHNAK AKAP5 AKAP6 AKAP9 ALG10B AMIGO1 ANK2 ANK3 ANO1 ANO10 ANO6 ANTKMT ANXA2 ANXA2P2 ANXA6 ANXA9 APLNR AQP1 ASIC1 ASIC2 ASIC3 ASIC4 ASIC5 ATG5 ATP12A ATP13A1 ATP13A2 ATP13A3 ATP13A4 ATP13A5 ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP1B1 ATP1B2 ATP1B3 ATP2A1 ATP2A2 ATP2A3 ATP2B1 ATP2B2 ATP2B3 ATP2B4 ATP2C1 ATP2C2 ATP4A ATP4B ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5F1EP2 ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5MGL ATP5PB ATP5PD ATP5PF ATP5PO ATP6AP1 ATP6AP2 ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1C2 ATP6V1D ATP6V1E1 ATP6V1E2 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1G3 ATP6V1H ATP7A ATP7B ATP8A1 ATPSCKMT BAK1 BAX BCL2 BDKRB1 BHLHA15 BIN1 BNIP1 BPIFA1 CAB39 CABP1 CABP2 CABP4 CABP5 CACHD1 CACNA1A CACNA1B CACNA1C CACNA1D CACNA1E CACNA1F CACNA1G CACNA1H CACNA1I CACNA1S CACNA2D1 CACNA2D2 CACNA2D3 CACNA2D4 CACNB1 CACNB2 CACNB3 CACNB4 CACNG1 CACNG2 CACNG3 CACNG4 CACNG5 CACNG6 CACNG7 CACNG8 CALCR CALHM1 CALHM2 CALHM3 CALHM4 CALHM5 CALHM6 CALM1 CALM2 CALM3 CAMK2D CAPN3 CASQ1 CASQ2 CATSPER1 CATSPER2 CATSPER3 CATSPER4 CAV1 CAV3 CBARP CBLIF CCDC51 CCL19 CCL21 CCL3 CCR5 CCR7 CCT8L2 CD19 CD63 CEMIP CHD7 CHERP CHP1 CHP2 CHRNA10 CHRNA7 CHRNA9 CHRNE CLCA3P CLCN3 CLDN16 CLIC2 CNGA1 CNGA2 CNGA3 CNGA4 CNGB1 CNGB3 CNNM2 CNNM4 COA8 COMMD1 CORO1A COX15 COX17 COX4I1 COX4I2 COX5A COX5B COX6B1 COX7A1 COX7A2L COX7B COX8A CRACR2A CRHR1 CTNS CTSS CUL5 CX3CL1 CXCL10 CXCL11 CXCL9 CYB5A CYBA CYC1 DDIT3 DHRS7C DIAPH1 DLG1 DMAC2L DMD DPP10 DPP6 DRD1 DRD2 DRD3 DRD4 EDN1 EDN3 EDNRA EDNRB EPO ERO1A F2 F2R F2RL3 FASLG FGF11 FGF12 FGF13 FGF14 FGF2 FHL1 FKBP1A FKBP1B FKBP1C FLNA FMR1 FXN FXYD1 FXYD2 FXYD3 FXYD4 FXYD5 FXYD6 FXYD6P3 FXYD7 FYN G6PD GAL GALR2 GAS6 GHITM GJC2 GLRX GNB2 GNB5 GP1BA GP1BB GP5 GP9 GPD1L GPER1 GPM6A GPR35 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B GRM6 GRP GSTM2 GSTO1 HAMP HAP1 HCN1 HCN2 HCN3 HCN4 HECW1 HECW2 HEPH HFE HOMER1 HPCA HPN HRC HTR2A HTR2B HTR2C HTT HVCN1 IBTK IFNG IL13 ISCU ITGAV ITGB1 ITGB3 ITPR1 ITPR2 ITPR3 JPH1 JPH2 JPH3 JPH4 JSRP1 KCNA1 KCNA10 KCNA2 KCNA3 KCNA4 KCNA5 KCNA6 KCNA7 KCNAB1 KCNAB2 KCNAB3 KCNB1 KCNB2 KCNC1 KCNC2 KCNC3 KCNC4 KCND1 KCND2 KCND3 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNF1 KCNG1 KCNG2 KCNG3 KCNG4 KCNH1 KCNH2 KCNH3 KCNH4 KCNH5 KCNH6 KCNH7 KCNH8 KCNIP1 KCNIP2 KCNIP3 KCNIP4 KCNJ1 KCNJ10 KCNJ11 KCNJ12 KCNJ13 KCNJ14 KCNJ15 KCNJ16 KCNJ18 KCNJ2 KCNJ3 KCNJ4 KCNJ5 KCNJ6 KCNJ8 KCNJ9 KCNK1 KCNK10 KCNK12 KCNK13 KCNK15 KCNK16 KCNK17 KCNK18 KCNK2 KCNK3 KCNK4 KCNK5 KCNK6 KCNK7 KCNK9 KCNMA1 KCNMB1 KCNMB2 KCNMB3 KCNMB4 KCNN1 KCNN2 KCNN3 KCNN4 KCNQ1 KCNQ2 KCNQ3 KCNQ4 KCNQ5 KCNRG KCNS1 KCNS2 KCNS3 KCNT1 KCNT2 KCNU1 KCNV1 KCNV2 KEL LACRT LARGE1 LCK LCN2 LETM1 LHCGR LIME1 LRRC26 LRRC38 LRRC52 LRRC55 LTF LYN MAGT1 MAIP1 MCOLN1 MCOLN2 MCOLN3 MCU MCUB MCUR1 MELTF METTL21C MICU1 MICU2 MICU3 MIR1-1 MIR103A1 MIR133A1 MIR153-1 MIR192 MIR200C MIR208A MIR208B MIR21 MIR210 MIR212 MIR24-1 MIR26A1 MIR29B1 MIR30D MIR328 MIR448 MIR499A MIR93 MMGT1 MMP9 MRS2 MS4A1 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND4 MT-ND5 MTCO2P12 NALCN NALF1 NALF2 NCS1 NDUFA4 NDUFS7 NEDD4 NEDD4L NETO1 NIPA1 NIPA2 NIPAL1 NIPAL2 NIPAL3 NIPAL4 NIPSNAP2 NNT NOL3 NOS1 NOS1AP NOX5 NPPA NPSR1 NTSR1 OPRK1 OPRM1 ORAI1 ORAI2 ORAI3 OSR1 OTOP1 OTOP2 OTOP3 OXSR1 P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX6 P2RX7 P2RY6 PANX1 PCSK9 PDE4B PDE4D PDPK1 PDZK1 PHB2 PIEZO1 PIEZO2 PIK3CG PIRT PKD1 PKD1L1 PKD1L2 PKD1L3 PKD2 PKD2L1 PKD2L2 PKDREJ PLA2G1B PLCB1 PLCB2 PLCB3 PLCB4 PLCD1 PLCE1 PLCG1 PLCG2 PLCH1 PLCH2 PLN PLP1 PML PMPCB PPIF PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PRKACA PRKCE PRKD1 PRNP PSEN1 PSEN2 PTK2B PTPN3 PTPN6 PTPRC RAMP3 RANGRF RASA3 REM1 RGS4 RGS7 RNASEK RNF207 RYR1 RYR2 RYR3 SCARA5 SCN10A SCN11A SCN1A SCN1B SCN2A SCN2B SCN3A SCN3B SCN4A SCN4B SCN5A SCN7A SCN8A SCN9A SCNN1A SCNN1B SCNN1D SCNN1G SEC61A1 SELENON SESTD1 SHROOM2 SLC11A1 SLC11A2 SLC12A1 SLC12A2 SLC12A3 SLC12A4 SLC12A5 SLC12A6 SLC12A7 SLC12A8 SLC12A9 SLC13A1 SLC13A2 SLC13A3 SLC13A4 SLC13A5 SLC15A1 SLC15A2 SLC15A3 SLC15A4 SLC16A1 SLC17A1 SLC17A2 SLC17A3 SLC17A4 SLC17A5 SLC17A6 SLC17A7 SLC17A8 SLC18A1 SLC18A2 SLC18A3 SLC18B1 SLC1A1 SLC1A3 SLC20A1 SLC20A2 SLC22A1 SLC22A17 SLC23A1 SLC24A1 SLC24A2 SLC24A3 SLC24A4 SLC24A5 SLC25A12 SLC25A13 SLC25A14 SLC25A18 SLC25A22 SLC25A23 SLC25A25 SLC25A27 SLC25A28 SLC25A3 SLC25A37 SLC25A4 SLC25A5 SLC28A3 SLC29A4 SLC2A10 SLC2A9 SLC30A1 SLC30A10 SLC30A2 SLC30A3 SLC30A4 SLC30A5 SLC30A6 SLC30A7 SLC30A8 SLC30A9 SLC31A1 SLC31A2 SLC32A1 SLC34A1 SLC34A2 SLC34A3 SLC35G1 SLC36A1 SLC36A2 SLC36A3 SLC38A5 SLC39A1 SLC39A10 SLC39A11 SLC39A12 SLC39A13 SLC39A14 SLC39A2 SLC39A3 SLC39A4 SLC39A5 SLC39A6 SLC39A7 SLC39A8 SLC39A9 SLC3A2 SLC40A1 SLC41A1 SLC41A2 SLC41A3 SLC46A1 SLC46A3 SLC47A1 SLC47A2 SLC4A10 SLC4A11 SLC4A4 SLC4A5 SLC4A7 SLC4A8 SLC4A9 SLC5A1 SLC5A10 SLC5A2 SLC5A5 SLC5A6 SLC6A1 SLC6A11 SLC6A12 SLC6A13 SLC6A14 SLC6A15 SLC6A16 SLC6A17 SLC6A18 SLC6A19 SLC6A2 SLC6A20 SLC6A3 SLC6A4 SLC6A5 SLC6A6 SLC6A7 SLC6A8 SLC6A9 SLC8A1 SLC8A2 SLC8A3 SLC8B1 SLC9A1 SLC9A2 SLC9A3 SLC9A4 SLC9A5 SLC9A6 SLC9A7 SLC9A8 SLC9A9 SLC9B1 SLC9B1P1 SLC9B2 SLC9C1 SLC9C2 SLMAP SLN SMDT1 SNAP25 SNCA SNTA1 SPHK2 SRI STAC STAC2 STAC3 STEAP1 STEAP2 STEAP3 STEAP4 STIM1 STIM2 STIMATE STK39 STRIT1 SUMO1 SURF1 TCIRG1 TCN1 TCN2 TESC TF THY1 TLR9 TMBIM6 TMC1 TMC2 TMCO1 TMCO3 TMEM163 TMEM165 TMEM175 TMEM37 TMEM38A TMEM38B TMEM63A TMEM63B TMEM63C TMSB4X TPCN1 TPCN2 TRDN TREM2 TRPA1 TRPC1 TRPC3 TRPC4 TRPC4AP TRPC5 TRPC6 TRPC7 TRPM1 TRPM2 TRPM3 TRPM4 TRPM5 TRPM6 TRPM7 TRPM8 TRPV1 TRPV2 TRPV3 TRPV4 TRPV5 TRPV6 TSPAN13 TTYH1 TUSC3 UBASH3B UBQLN1 UBR3 UCP1 UCP2 UCP3 UNC80 UQCR10 UQCRC1 UQCRFS1 UQCRFS1P1 UQCRH UTRN VAMP2 VDAC1 VMP1 WNK1 WNK2 WNK3 WNK4 WNT3A WWP2 XCL1 XCR1 YWHAE YWHAH ZDHHC13 GOBP_MONOATOMIC_CATION_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MONOATOMIC_CATION_TRANSPORT ABCB6 ABCB7 ABCB8 ABCC5 ABCC8 ABCC9 ABL1 ACE ACTN2 ACTN4 ADCYAP1R1 ADORA1 ADORA2A ADRA1A ADRA2A ADRB2 AFG3L2 AHCYL1 AHNAK AKAP5 AKAP6 AKAP9 AKT1 ALG10B AMIGO1 ANK2 ANK3 ANO1 ANO10 ANO6 ANTKMT ANXA2 ANXA2P2 ANXA6 ANXA9 APLNR AQP1 ARHGAP1 ASIC1 ASIC2 ASIC3 ASIC4 ASIC5 ATF4 ATG5 ATOX1 ATP10D ATP12A ATP13A1 ATP13A2 ATP13A3 ATP13A4 ATP13A5 ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP1B1 ATP1B2 ATP1B3 ATP1B4 ATP2A1 ATP2A2 ATP2A3 ATP2B1 ATP2B2 ATP2B3 ATP2B4 ATP2C1 ATP2C2 ATP4A ATP4B ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5F1EP2 ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5MGL ATP5PB ATP5PD ATP5PF ATP5PO ATP6AP1 ATP6AP2 ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1C2 ATP6V1D ATP6V1E1 ATP6V1E2 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1G3 ATP6V1H ATP7A ATP7B ATP8A1 ATPSCKMT B2M BAK1 BAX BCL2 BDKRB1 BEST1 BHLHA15 BIN1 BNIP1 BPIFA1 BSPRY CAB39 CABP1 CABP2 CABP4 CABP5 CACHD1 CACNA1A CACNA1B CACNA1C CACNA1D CACNA1E CACNA1F CACNA1G CACNA1H CACNA1I CACNA1S CACNA2D1 CACNA2D2 CACNA2D3 CACNA2D4 CACNB1 CACNB2 CACNB3 CACNB4 CACNG1 CACNG2 CACNG3 CACNG4 CACNG5 CACNG6 CACNG7 CACNG8 CALCR CALCRL CALHM1 CALHM2 CALHM3 CALHM4 CALHM5 CALHM6 CALM1 CALM2 CALM3 CAMK2A CAMK2B CAMK2D CAMK2G CAPN3 CASK CASQ1 CASQ2 CASR CATSPER1 CATSPER2 CATSPER3 CATSPER4 CAV1 CAV3 CBARP CBLIF CCDC51 CCL19 CCL2 CCL21 CCL3 CCL4 CCL5 CCL8 CCR1 CCR5 CCR7 CCT8L2 CD19 CD33 CD4 CD63 CD84 CDH23 CDK2 CDK5 CDKN1B CEMIP CHD7 CHERP CHP1 CHP2 CHRNA1 CHRNA10 CHRNA4 CHRNA7 CHRNA9 CHRNB1 CHRNB2 CHRND CHRNE CLCA1 CLCA3P CLCN3 CLCNKB CLDN16 CLIC2 CLTC CNGA1 CNGA2 CNGA3 CNGA4 CNGB1 CNGB3 CNKSR3 CNNM2 CNNM4 CNTN1 COA8 COMMD1 COMMD3 COMMD9 CORO1A COX15 COX17 COX4I1 COX4I2 COX5A COX5B COX6B1 COX7A1 COX7A2L COX7B COX8A CP CRACR2A CRACR2B CRHR1 CSN2 CTNNB1 CTNS CTSS CUL5 CUTC CX3CL1 CXCL10 CXCL11 CXCL12 CXCL9 CXCR4 CYB5A CYBA CYBRD1 CYC1 CYP27B1 CYSLTR1 DDIT3 DHRS7C DIAPH1 DLG1 DMAC2L DMD DMPK DNM1L DNM2 DPP10 DPP6 DRD1 DRD2 DRD3 DRD4 EDN1 EDN3 EDNRA EDNRB EFHB EGF EPB41 EPO EPPIN ERO1A F2 F2R F2RL3 FASLG FCRL3 FFAR1 FGF11 FGF12 FGF13 FGF14 FGF2 FHL1 FKBP1A FKBP1B FKBP1C FKBP4 FLNA FLVCR1 FLVCR2 FMR1 FTH1 FTH1P19 FTHL17 FTL FTMT FXN FXYD1 FXYD2 FXYD3 FXYD4 FXYD5 FXYD6 FXYD6P3 FXYD7 FYN G6PD GAL GALR2 GAS6 GCG GCK GHITM GJA4 GJA5 GJC2 GLRX GNAI2 GNB2 GNB5 GP1BA GP1BB GP5 GP9 GPD1L GPER1 GPM6A GPR35 GRAMD2A GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B GRM6 GRP GSTM2 GSTO1 HAMP HAP1 HCN1 HCN2 HCN3 HCN4 HCRT HECW1 HECW2 HEPH HEPHL1 HES1 HFE HOMER1 HOMER2 HOMER3 HPCA HPN HPX HRC HRG HTR2A HTR2B HTR2C HTT HVCN1 IBTK IFNG IL13 IL16 INPP5K ISCU ITGAV ITGB1 ITGB3 ITPR1 ITPR2 ITPR3 JPH1 JPH2 JPH3 JPH4 JSRP1 KCNA1 KCNA10 KCNA2 KCNA3 KCNA4 KCNA5 KCNA6 KCNA7 KCNAB1 KCNAB2 KCNAB3 KCNB1 KCNB2 KCNC1 KCNC2 KCNC3 KCNC4 KCND1 KCND2 KCND3 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNF1 KCNG1 KCNG2 KCNG3 KCNG4 KCNH1 KCNH2 KCNH3 KCNH4 KCNH5 KCNH6 KCNH7 KCNH8 KCNIP1 KCNIP2 KCNIP3 KCNIP4 KCNJ1 KCNJ10 KCNJ11 KCNJ12 KCNJ13 KCNJ14 KCNJ15 KCNJ16 KCNJ18 KCNJ2 KCNJ3 KCNJ4 KCNJ5 KCNJ6 KCNJ8 KCNJ9 KCNK1 KCNK10 KCNK12 KCNK13 KCNK15 KCNK16 KCNK17 KCNK18 KCNK2 KCNK3 KCNK4 KCNK5 KCNK6 KCNK7 KCNK9 KCNMA1 KCNMB1 KCNMB2 KCNMB3 KCNMB4 KCNN1 KCNN2 KCNN3 KCNN4 KCNQ1 KCNQ2 KCNQ3 KCNQ4 KCNQ5 KCNRG KCNS1 KCNS2 KCNS3 KCNT1 KCNT2 KCNU1 KCNV1 KCNV2 KEL KIF5B KLHL3 LACRT LARGE1 LCK LCN2 LETM1 LGALS3 LHCGR LILRA2 LILRA5 LILRB1 LILRB2 LIME1 LMTK2 LRP2 LRRC26 LRRC38 LRRC52 LRRC55 LTF LYN MAGED2 MAGT1 MAIP1 MCHR1 MCOLN1 MCOLN2 MCOLN3 MCU MCUB MCUR1 MELTF METTL21C MFSD4B MICU1 MICU2 MICU3 MIR1-1 MIR103A1 MIR133A1 MIR153-1 MIR192 MIR200C MIR208A MIR208B MIR21 MIR210 MIR212 MIR24-1 MIR26A1 MIR29B1 MIR30D MIR328 MIR34A MIR424 MIR448 MIR499A MIR93 MLLT6 MMGT1 MMP9 MRLN MRS2 MS4A1 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND4 MT-ND5 MT3 MTCO2P12 MYLK NALCN NALF1 NALF2 NCS1 NDFIP1 NDFIP2 NDUFA4 NDUFA9 NDUFS7 NECTIN1 NEDD4 NEDD4L NETO1 NHERF1 NIPA1 NIPA2 NIPAL1 NIPAL2 NIPAL3 NIPAL4 NIPSNAP2 NKAIN1 NKAIN2 NKAIN3 NKAIN4 NKX2-5 NMUR1 NMUR2 NNT NOL3 NOS1 NOS1AP NOS3 NOX5 NPPA NPSR1 NSF NTSR1 OPRD1 OPRK1 OPRM1 ORAI1 ORAI2 ORAI3 OSR1 OTOP1 OTOP2 OTOP3 OXSR1 P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX6 P2RX7 P2RY6 PACSIN3 PANX1 PANX2 PANX3 PCSK9 PDE4B PDE4D PDGFB PDGFRB PDPK1 PDZK1 PER1 PGRMC2 PHB2 PIEZO1 PIEZO2 PIK3CG PIRT PKD1 PKD1L1 PKD1L2 PKD1L3 PKD2 PKD2L1 PKD2L2 PKDREJ PKP2 PLA2G1B PLCB1 PLCB2 PLCB3 PLCB4 PLCD1 PLCE1 PLCG1 PLCG2 PLCH1 PLCH2 PLCZ1 PLN PLP1 PLPP4 PML PMPCB PON3 PPIF PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PRKACA PRKCB PRKCE PRKD1 PRNP PRSS8 PSEN1 PSEN2 PTGS2 PTK2B PTPN3 PTPN6 PTPRC RAB11B RAMP1 RAMP2 RAMP3 RANGRF RASA3 RCVRN REM1 REP15 RGS4 RGS7 RNASEK RNF207 RYR1 RYR2 RYR3 SARAF SCARA5 SCN10A SCN11A SCN1A SCN1B SCN2A SCN2B SCN3A SCN3B SCN4A SCN4B SCN5A SCN7A SCN8A SCN9A SCNN1A SCNN1B SCNN1D SCNN1G SEC61A1 SELENOK SELENON SEMG1 SERPINE2 SESTD1 SFXN1 SGK1 SHROOM2 SIK1 SLC10A1 SLC10A2 SLC10A4 SLC10A5 SLC10A6 SLC10A7 SLC11A1 SLC11A2 SLC12A1 SLC12A2 SLC12A3 SLC12A4 SLC12A5 SLC12A6 SLC12A7 SLC12A8 SLC12A9 SLC13A1 SLC13A2 SLC13A3 SLC13A4 SLC13A5 SLC15A1 SLC15A2 SLC15A3 SLC15A4 SLC16A1 SLC17A1 SLC17A2 SLC17A3 SLC17A4 SLC17A5 SLC17A6 SLC17A7 SLC17A8 SLC18A1 SLC18A2 SLC18A3 SLC18B1 SLC1A1 SLC1A3 SLC20A1 SLC20A2 SLC22A1 SLC22A17 SLC22A2 SLC22A4 SLC22A5 SLC23A1 SLC23A2 SLC24A1 SLC24A2 SLC24A3 SLC24A4 SLC24A5 SLC25A12 SLC25A13 SLC25A14 SLC25A18 SLC25A22 SLC25A23 SLC25A25 SLC25A27 SLC25A28 SLC25A3 SLC25A37 SLC25A4 SLC25A5 SLC28A3 SLC29A4 SLC2A10 SLC2A9 SLC30A1 SLC30A10 SLC30A2 SLC30A3 SLC30A4 SLC30A5 SLC30A6 SLC30A7 SLC30A8 SLC30A9 SLC31A1 SLC31A2 SLC32A1 SLC34A1 SLC34A2 SLC34A3 SLC35G1 SLC36A1 SLC36A2 SLC36A3 SLC38A1 SLC38A10 SLC38A11 SLC38A2 SLC38A3 SLC38A4 SLC38A5 SLC38A6 SLC38A7 SLC38A8 SLC39A1 SLC39A10 SLC39A11 SLC39A12 SLC39A13 SLC39A14 SLC39A2 SLC39A3 SLC39A4 SLC39A5 SLC39A6 SLC39A7 SLC39A8 SLC39A9 SLC3A2 SLC40A1 SLC41A1 SLC41A2 SLC41A3 SLC46A1 SLC46A3 SLC47A1 SLC47A2 SLC48A1 SLC4A10 SLC4A11 SLC4A4 SLC4A5 SLC4A7 SLC4A8 SLC4A9 SLC5A1 SLC5A10 SLC5A11 SLC5A12 SLC5A2 SLC5A3 SLC5A4 SLC5A5 SLC5A6 SLC5A7 SLC5A8 SLC5A9 SLC6A1 SLC6A11 SLC6A12 SLC6A13 SLC6A14 SLC6A15 SLC6A16 SLC6A17 SLC6A18 SLC6A19 SLC6A2 SLC6A20 SLC6A3 SLC6A4 SLC6A5 SLC6A6 SLC6A7 SLC6A8 SLC6A9 SLC8A1 SLC8A2 SLC8A3 SLC8B1 SLC9A1 SLC9A2 SLC9A3 SLC9A4 SLC9A5 SLC9A6 SLC9A7 SLC9A8 SLC9A9 SLC9B1 SLC9B1P1 SLC9B2 SLC9C1 SLC9C2 SLMAP SLN SMDT1 SNAP25 SNCA SNTA1 SPG11 SPHK2 SPINK1 SPTBN4 SRI STAC STAC2 STAC3 STC1 STC2 STEAP1 STEAP2 STEAP3 STEAP4 STIM1 STIM2 STIMATE STK39 STRIT1 SUMO1 SURF1 TCIRG1 TCN1 TCN2 TESC TF TFR2 TFRC THY1 TLR9 TMBIM6 TMC1 TMC2 TMCO1 TMCO3 TMEM163 TMEM165 TMEM175 TMEM37 TMEM38A TMEM38B TMEM63A TMEM63B TMEM63C TMSB4X TPCN1 TPCN2 TPT1 TRDN TREM2 TRIM27 TRPA1 TRPC1 TRPC3 TRPC4 TRPC4AP TRPC5 TRPC6 TRPC7 TRPM1 TRPM2 TRPM3 TRPM4 TRPM5 TRPM6 TRPM7 TRPM8 TRPV1 TRPV2 TRPV3 TRPV4 TRPV5 TRPV6 TSC1 TSPAN13 TSPO TTYH1 TUSC3 UBASH3B UBQLN1 UBR3 UCN UCP1 UCP2 UCP3 UMOD UNC80 UQCR10 UQCRC1 UQCRFS1 UQCRFS1P1 UQCRH UTRN VAMP2 VDAC1 VDR VIP VMP1 VPS4B WFS1 WNK1 WNK2 WNK3 WNK4 WNT3A WWP2 XCL1 XCR1 YWHAE YWHAH ZDHHC13 ZMPSTE24 GOBP_MONOATOMIC_ION_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MONOATOMIC_ION_HOMEOSTASIS ABCB6 ABCB7 ABCC6 ABL1 ACO1 ADCY8 ADORA1 AFG3L2 AGT AGTR1 AKAP6 ALAS2 ALPL ANK2 ANK3 ANKH ANKRD9 ANXA6 AP3B1 APLNR APOE APP AQP11 ARF1 ATF4 ATG5 ATOX1 ATP12A ATP13A1 ATP13A2 ATP13A3 ATP13A4 ATP13A5 ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP1B1 ATP1B2 ATP1B3 ATP2A1 ATP2A2 ATP2A3 ATP2B1 ATP2B2 ATP2B3 ATP2B4 ATP2C1 ATP2C2 ATP4A ATP4B ATP5F1B ATP6AP1 ATP6AP2 ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1D ATP6V1F ATP6V1G1 ATP6V1H ATP7A ATP7B AVP AVPR1A B2M BAK1 BAX BCAP31 BCL2 BDH2 BDKRB1 BMP6 BNIP1 BNIP3 BOK BOLA1 BOLA2 BOLA2B BOLA3 BTBD9 C19orf12 CA12 CA2 CA7 CACNA1C CACNA1S CACNB2 CACNB4 CALB1 CALB2 CALCA CALCB CALM1 CALM2 CALM3 CALR CAMK2D CAPN3 CASQ1 CASQ2 CASR CAV1 CAV2 CAV3 CCDC115 CCDC22 CCDC47 CCKBR CCL1 CCL11 CCL13 CCL14 CCL15 CCL19 CCL21 CCL23 CCL3 CCL5 CCL7 CCL8 CCR1 CCR2 CCR5 CCR7 CD19 CD40 CDH23 CDH5 CEMIP CFTR CHD7 CHERP CHP1 CHRNA7 CIB2 CIB3 CLCN3 CLDN16 CLIC2 CLIC4 CLN3 CLN5 CLN6 CNGB1 CNNM1 CNNM2 CNNM3 CNNM4 CNR1 COMMD1 CORIN CORO1A COX11 COX19 CP CPS1 CREG1 CSRP3 CTRC CUTC CX3CL1 CXCL10 CXCL11 CXCL12 CXCL9 CYB561 CYB561A3 CYBA CYBRD1 CYP11B2 CYP27B1 CYP4A11 CYP4F12 CYP4F2 DDIT3 DHRS7C DIAPH1 DISC1 DMD DMPK DMXL1 DMXL2 DRD1 DRD2 DRD3 DRD4 DRD5 EDN1 EDN2 EDN3 EDNRA EDNRB EGLN1 EIF2AK1 ELANE EPAS1 EPB42 ERC2 ERFE ERO1A EXT1 EXT2 F2 F2R F2RL3 FAM20A FASLG FATE1 FBXL5 FECH FGF2 FGF23 FIS1 FKBP1A FKBP1B FKBP1C FLNA FLVCR1 FRRS1 FTH1 FTH1P19 FTHL17 FTL FTMT FXN FXYD2 FZD9 GCM2 GDF2 GHITM GLRX3 GLRX5 GP1BA GP1BB GP5 GP9 GPER1 GPR12 GPR3 GPR89A GPR89B GRIA1 GRID2IP GRIK2 GRIN1 GRINA GRM1 GRM5 GRN GSTM2 GSTO1 HAMP HAP1 HCRTR1 HCRTR2 HEPHL1 HERPUD1 HEXB HFE HIF1A HJV HMOX1 HPX HRC HSP90B1 HTR1B HTR2A HTR2B HTR2C HTT HVCN1 HYAL2 IBTK IFNG IL13 IL1A IMMT IREB2 ISCU ITGB3 ITPR1 ITPR2 ITPR3 JPH1 JPH2 JPH3 JPH4 JSRP1 KCNA1 KCNA5 KCNE3 KCNH2 KCNJ10 KCNJ2 KCNMA1 KCNQ1 KCTD17 KCTD7 KDR KEL KL KLHL3 LACC1 LACRT LCK LETM1 LHCGR LIME1 LRRK2 LYN MAIP1 MAPK1 MAPK3 MC3R MCOLN1 MCOLN2 MCOLN3 MCU MCUB MCUR1 METTL21C MICU1 MICU2 MICU3 MIR1-1 MIR133A1 MIR210 MIR93 MLLT6 MT1A MT1B MT1DP MT1E MT1F MT1G MT1H MT1HL1 MT1M MT1X MT2A MT3 MT4 MTLN MYC NAGLU NCOA4 NDFIP1 NEO1 NOL3 NOS1 NOX1 NPPB NPPC NPR1 NPSR1 NPTN NT5E NTSR1 NUBP1 OCA2 OTC P2RX1 P2RX7 P2RY1 P2RY2 P2RY4 P2RY6 PACS2 PDE4D PDK2 PDK4 PDPK1 PDZD8 PICALM PIK3CB PKD2 PKHD1 PLCB1 PLCB2 PLCB3 PLCB4 PLCD1 PLCE1 PLCG1 PLCG2 PLCH1 PLCH2 PLN PML PPT1 PRKACA PRKCB PRKCE PRKD1 PRND PRNP PSEN1 PTH PTH1R PTK2B PTPN6 PTPRC RAB20 RAB38 RAB39A RAB7A RAP1GDS1 RASA3 RGN RHAG RHCG RMDN3 RNASEK RYR1 RYR2 RYR3 S100A14 S100A8 S100A9 SCARA5 SCGN SCN7A SCNN1A SCNN1B SCNN1D SCNN1G SCO1 SCO2 SELENOK SELENON SGCD SLAMF8 SLC10A7 SLC11A1 SLC11A2 SLC12A1 SLC12A2 SLC12A3 SLC12A4 SLC12A5 SLC12A6 SLC12A7 SLC12A8 SLC12A9 SLC1A1 SLC1A3 SLC22A17 SLC24A1 SLC24A2 SLC24A3 SLC24A4 SLC24A5 SLC25A23 SLC25A27 SLC26A3 SLC26A4 SLC26A6 SLC30A1 SLC30A10 SLC30A2 SLC30A5 SLC30A7 SLC30A8 SLC30A9 SLC31A1 SLC31A2 SLC35G1 SLC39A10 SLC39A13 SLC39A14 SLC39A4 SLC39A6 SLC39A7 SLC39A8 SLC39A9 SLC40A1 SLC41A1 SLC45A2 SLC46A1 SLC4A1 SLC4A10 SLC4A11 SLC4A2 SLC4A3 SLC4A4 SLC4A5 SLC4A7 SLC4A8 SLC4A9 SLC8A1 SLC8A2 SLC8A3 SLC8B1 SLC9A1 SLC9A2 SLC9A3 SLC9A4 SLC9A5 SLC9A6 SLC9A7 SLC9A8 SLC9A9 SLC9B1 SLC9B2 SLC9C1 SLC9C2 SMAD4 SMDT1 SNAPIN SNCA SNX10 SOD1 SOD2 SPNS1 SPPL2C SPX SRI STC1 STC2 STEAP2 STEAP4 STIM1 STIM2 STK39 STOML2 SV2A SV2B SYPL2 TASL TBXAS1 TCIRG1 TESMIN TF TFR2 TFRC TGM2 THADA THY1 TM9SF4 TMBIM6 TMC8 TMCO1 TMEM106B TMEM165 TMEM175 TMEM178A TMEM199 TMEM203 TMEM38A TMEM38B TMEM64 TMEM9 TMPRSS3 TMPRSS6 TMTC2 TMTC4 TNFSF11 TNNI3 TPCN1 TPCN2 TPT1 TRDN TRIM24 TRPA1 TRPC1 TRPC3 TRPC4 TRPC5 TRPC6 TRPC7 TRPM2 TRPM8 TRPV1 TRPV4 TRPV5 TRPV6 TSPOAP1 TTC7A TUNAR UBASH3B UBE3A UMOD UNC80 UPK3A VAPB VDR VPS33A VPS54 WBP2NL WFS1 WNK1 WNK2 WNK3 WNK4 WNT5A XCL1 XCR1 XIAP XK YWHAE ZNHIT1 GOBP_MONOATOMIC_ION_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MONOATOMIC_ION_TRANSMEMBRANE_TRANSPORT ABCB1 ABCB6 ABCB7 ABCB8 ABCC1 ABCC10 ABCC11 ABCC2 ABCC3 ABCC4 ABCC5 ABCC6 ABCC8 ABCC9 ABL1 ACTN2 ACTN4 ADCYAP1R1 ADRA1A ADRA2A ADRB2 AFG3L2 AHNAK AKAP5 AKAP6 AKAP9 ALG10B AMIGO1 ANK2 ANK3 ANO1 ANO10 ANO2 ANO3 ANO4 ANO5 ANO6 ANO7 ANO8 ANO9 ANTKMT ANXA2 ANXA2P2 ANXA6 ANXA9 APLNR APOL1 AQP1 ARC ASIC1 ASIC2 ASIC3 ASIC4 ASIC5 ATG5 ATP10A ATP10D ATP11B ATP11C ATP12A ATP13A1 ATP13A2 ATP13A3 ATP13A4 ATP13A5 ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP1B1 ATP1B2 ATP1B3 ATP2A1 ATP2A2 ATP2A3 ATP2B1 ATP2B2 ATP2B3 ATP2B4 ATP2C1 ATP2C2 ATP4A ATP4B ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5F1EP2 ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5MGL ATP5PB ATP5PD ATP5PF ATP5PO ATP6AP1 ATP6AP2 ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1C2 ATP6V1D ATP6V1E1 ATP6V1E2 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1G3 ATP6V1H ATP7A ATP7B ATP8A1 ATP8B1 ATP8B2 ATPSCKMT BAK1 BAX BCL2 BDKRB1 BEST1 BEST2 BEST3 BEST4 BHLHA15 BIN1 BNIP1 BPIFA1 BSND CAB39 CABP1 CABP2 CABP4 CABP5 CACHD1 CACNA1A CACNA1B CACNA1C CACNA1D CACNA1E CACNA1F CACNA1G CACNA1H CACNA1I CACNA1S CACNA2D1 CACNA2D2 CACNA2D3 CACNA2D4 CACNB1 CACNB2 CACNB3 CACNB4 CACNG1 CACNG2 CACNG3 CACNG4 CACNG5 CACNG6 CACNG7 CACNG8 CALCR CALHM1 CALHM2 CALHM3 CALHM4 CALHM5 CALHM6 CALM1 CALM2 CALM3 CAMK2D CAPN3 CASQ1 CASQ2 CASR CATSPER1 CATSPER2 CATSPER3 CATSPER4 CAV1 CAV3 CBARP CBLIF CCDC51 CCL19 CCL2 CCL21 CCL3 CCR2 CCR5 CCR7 CCT8L2 CD19 CD63 CEMIP CFTR CHD7 CHERP CHP1 CHP2 CHRFAM7A CHRNA1 CHRNA10 CHRNA2 CHRNA3 CHRNA4 CHRNA5 CHRNA6 CHRNA7 CHRNA9 CHRNB1 CHRNB2 CHRNB3 CHRNB4 CHRND CHRNE CHRNG CLCA1 CLCA2 CLCA3P CLCA4 CLCC1 CLCN1 CLCN2 CLCN3 CLCN4 CLCN5 CLCN6 CLCN7 CLCNKA CLCNKB CLDN16 CLDN17 CLDN4 CLIC1 CLIC2 CLIC3 CLIC4 CLIC5 CLIC6 CNGA1 CNGA2 CNGA3 CNGA4 CNGB1 CNGB3 CNNM2 CNNM4 COA8 COMMD1 CORO1A COX15 COX17 COX4I1 COX4I2 COX5A COX5B COX6B1 COX7A1 COX7A2L COX7B COX8A CRACR2A CRBN CRHR1 CTNS CTSS CUL5 CX3CL1 CXCL10 CXCL11 CXCL9 CYB5A CYBA CYBB CYC1 DCD DDIT3 DHRS7C DIAPH1 DLG1 DMAC2L DMD DPP10 DPP6 DRD1 DRD2 DRD3 DRD4 EDN1 EDN3 EDNRA EDNRB EPHB2 EPO ERO1A F2 F2R F2RL3 FASLG FGF11 FGF12 FGF13 FGF14 FGF2 FHL1 FKBP1A FKBP1B FKBP1C FLNA FMR1 FXN FXYD1 FXYD2 FXYD3 FXYD4 FXYD5 FXYD6 FXYD6P3 FXYD7 FYN G6PD GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRB1 GABRB2 GABRB3 GABRD GABRE GABRG1 GABRG2 GABRG3 GABRP GABRQ GABRR1 GABRR2 GABRR3 GAL GALR2 GAS6 GHITM GJA1 GJC1 GJC2 GJD3 GLRA1 GLRA2 GLRA3 GLRB GLRX GNB2 GNB5 GOPC GP1BA GP1BB GP5 GP9 GPD1L GPER1 GPM6A GPR35 GPR89A GPR89B GRIA1 GRIA2 GRIA3 GRIA4 GRID1 GRID2 GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B GRM5 GRM6 GRP GSTM2 GSTO1 HAMP HAP1 HCN1 HCN2 HCN3 HCN4 HECW1 HECW2 HEPH HFE HOMER1 HPCA HPN HRC HTR2A HTR2B HTR2C HTR3A HTR3B HTR3C HTR3D HTR3E HTT HVCN1 IBTK IFNG IL13 ISCU ITGAV ITGB1 ITGB3 ITPR1 ITPR2 ITPR3 JPH1 JPH2 JPH3 JPH4 JSRP1 KCNA1 KCNA10 KCNA2 KCNA3 KCNA4 KCNA5 KCNA6 KCNA7 KCNAB1 KCNAB2 KCNAB3 KCNB1 KCNB2 KCNC1 KCNC2 KCNC3 KCNC4 KCND1 KCND2 KCND3 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNF1 KCNG1 KCNG2 KCNG3 KCNG4 KCNH1 KCNH2 KCNH3 KCNH4 KCNH5 KCNH6 KCNH7 KCNH8 KCNIP1 KCNIP2 KCNIP3 KCNIP4 KCNJ1 KCNJ10 KCNJ11 KCNJ12 KCNJ13 KCNJ14 KCNJ15 KCNJ16 KCNJ18 KCNJ2 KCNJ3 KCNJ4 KCNJ5 KCNJ6 KCNJ8 KCNJ9 KCNK1 KCNK10 KCNK12 KCNK13 KCNK15 KCNK16 KCNK17 KCNK18 KCNK2 KCNK3 KCNK4 KCNK5 KCNK6 KCNK7 KCNK9 KCNMA1 KCNMB1 KCNMB2 KCNMB3 KCNMB4 KCNN1 KCNN2 KCNN3 KCNN4 KCNQ1 KCNQ2 KCNQ3 KCNQ4 KCNQ5 KCNRG KCNS1 KCNS2 KCNS3 KCNT1 KCNT2 KCNU1 KCNV1 KCNV2 KEL LACRT LARGE1 LASP1 LCK LCN2 LETM1 LHCGR LIME1 LRRC26 LRRC38 LRRC52 LRRC55 LRRC8A LRRC8B LRRC8C LRRC8D LRRC8E LTF LYN MAGT1 MAIP1 MCOLN1 MCOLN2 MCOLN3 MCU MCUB MCUR1 MELTF METTL21C MFSD8 MICU1 MICU2 MICU3 MIR1-1 MIR103A1 MIR133A1 MIR153-1 MIR192 MIR200C MIR208A MIR208B MIR21 MIR210 MIR212 MIR24-1 MIR26A1 MIR29B1 MIR30D MIR328 MIR448 MIR499A MIR93 MMGT1 MMP9 MRS2 MS4A1 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND4 MT-ND5 MTCO2P12 NALCN NALF1 NALF2 NCS1 NDUFA4 NDUFS7 NEDD4 NEDD4L NETO1 NHERF1 NIPA1 NIPA2 NIPAL1 NIPAL2 NIPAL3 NIPAL4 NIPSNAP2 NLGN3 NMUR2 NNT NOL3 NOS1 NOS1AP NOX1 NOX5 NPPA NPSR1 NTSR1 OCA2 OPRK1 OPRM1 ORAI1 ORAI2 ORAI3 OSR1 OTOP1 OTOP2 OTOP3 OXSR1 P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX6 P2RX7 P2RY6 PACC1 PANX1 PCSK9 PDE4B PDE4D PDPK1 PDZK1 PHB2 PIEZO1 PIEZO2 PIK3CG PIRT PKD1 PKD1L1 PKD1L2 PKD1L3 PKD2 PKD2L1 PKD2L2 PKDREJ PLA2G1B PLCB1 PLCB2 PLCB3 PLCB4 PLCD1 PLCE1 PLCG1 PLCG2 PLCH1 PLCH2 PLN PLP1 PLP2 PML PMPCB PPIF PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PRKACA PRKCE PRKD1 PRNP PSEN1 PSEN2 PTK2B PTPN3 PTPN6 PTPRC RAMP3 RANGRF RASA3 RELN REM1 RGS4 RGS7 RIPK1 RNASEK RNF207 RYR1 RYR2 RYR3 S100A6 SCARA5 SCN10A SCN11A SCN1A SCN1B SCN2A SCN2B SCN3A SCN3B SCN4A SCN4B SCN5A SCN7A SCN8A SCN9A SCNN1A SCNN1B SCNN1D SCNN1G SEC61A1 SELENON SESTD1 SFXN1 SFXN2 SFXN3 SFXN4 SFXN5 SHANK3 SHROOM2 SLC11A1 SLC11A2 SLC12A1 SLC12A2 SLC12A3 SLC12A4 SLC12A5 SLC12A6 SLC12A7 SLC12A8 SLC12A9 SLC13A1 SLC13A2 SLC13A3 SLC13A4 SLC13A5 SLC15A1 SLC15A2 SLC15A3 SLC15A4 SLC16A1 SLC17A1 SLC17A2 SLC17A3 SLC17A4 SLC17A5 SLC17A6 SLC17A7 SLC17A8 SLC18A1 SLC18A2 SLC18A3 SLC18B1 SLC19A1 SLC1A1 SLC1A2 SLC1A3 SLC1A4 SLC1A7 SLC20A1 SLC20A2 SLC22A1 SLC22A17 SLC23A1 SLC24A1 SLC24A2 SLC24A3 SLC24A4 SLC24A5 SLC25A12 SLC25A13 SLC25A14 SLC25A18 SLC25A22 SLC25A23 SLC25A25 SLC25A27 SLC25A28 SLC25A3 SLC25A37 SLC25A4 SLC25A5 SLC26A1 SLC26A10P SLC26A11 SLC26A2 SLC26A3 SLC26A4 SLC26A5 SLC26A6 SLC26A7 SLC26A8 SLC26A9 SLC28A3 SLC29A4 SLC2A10 SLC2A9 SLC30A1 SLC30A10 SLC30A2 SLC30A3 SLC30A4 SLC30A5 SLC30A6 SLC30A7 SLC30A8 SLC30A9 SLC31A1 SLC31A2 SLC32A1 SLC34A1 SLC34A2 SLC34A3 SLC35G1 SLC36A1 SLC36A2 SLC36A3 SLC38A5 SLC39A1 SLC39A10 SLC39A11 SLC39A12 SLC39A13 SLC39A14 SLC39A2 SLC39A3 SLC39A4 SLC39A5 SLC39A6 SLC39A7 SLC39A8 SLC39A9 SLC3A2 SLC40A1 SLC41A1 SLC41A2 SLC41A3 SLC46A1 SLC46A3 SLC47A1 SLC47A2 SLC4A1 SLC4A10 SLC4A11 SLC4A2 SLC4A3 SLC4A4 SLC4A5 SLC4A7 SLC4A8 SLC4A9 SLC5A1 SLC5A10 SLC5A2 SLC5A5 SLC5A6 SLC6A1 SLC6A11 SLC6A12 SLC6A13 SLC6A14 SLC6A15 SLC6A16 SLC6A17 SLC6A18 SLC6A19 SLC6A2 SLC6A20 SLC6A3 SLC6A4 SLC6A5 SLC6A6 SLC6A7 SLC6A8 SLC6A9 SLC8A1 SLC8A2 SLC8A3 SLC8B1 SLC9A1 SLC9A2 SLC9A3 SLC9A4 SLC9A5 SLC9A6 SLC9A7 SLC9A8 SLC9A9 SLC9B1 SLC9B1P1 SLC9B2 SLC9C1 SLC9C2 SLMAP SLN SMDT1 SNAP25 SNCA SNTA1 SPHK2 SRI STAC STAC2 STAC3 STEAP1 STEAP2 STEAP3 STEAP4 STIM1 STIM2 STIMATE STK39 STOM STRIT1 SUMO1 SURF1 TCAF1 TCAF2 TCIRG1 TCN1 TCN2 TESC TF THY1 TLR9 TMBIM6 TMC1 TMC2 TMC3 TMC4 TMC5 TMC6 TMC7 TMC8 TMCO1 TMCO3 TMEM109 TMEM120A TMEM150C TMEM163 TMEM165 TMEM175 TMEM37 TMEM38A TMEM38B TMEM63A TMEM63B TMEM63C TMSB4X TPCN1 TPCN2 TRDN TREM2 TRPA1 TRPC1 TRPC3 TRPC4 TRPC4AP TRPC5 TRPC6 TRPC7 TRPM1 TRPM2 TRPM3 TRPM4 TRPM5 TRPM6 TRPM7 TRPM8 TRPV1 TRPV2 TRPV3 TRPV4 TRPV5 TRPV6 TSPAN13 TTYH1 TTYH2 TTYH3 TUSC3 UBASH3B UBQLN1 UBR3 UCP1 UCP2 UCP3 UNC80 UQCR10 UQCRC1 UQCRFS1 UQCRFS1P1 UQCRH UTRN VAMP2 VDAC1 VDAC2 VDAC3 VMP1 WNK1 WNK2 WNK3 WNK4 WNT3A WWP1 WWP2 XCL1 XCR1 YWHAE YWHAH YWHAQ ZACN ZDHHC13 GOBP_MONOATOMIC_ION_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MONOATOMIC_ION_TRANSPORT ABCB1 ABCB6 ABCB7 ABCB8 ABCC1 ABCC10 ABCC11 ABCC2 ABCC3 ABCC4 ABCC5 ABCC6 ABCC8 ABCC9 ABL1 ACE ACTN2 ACTN4 ADCYAP1R1 ADORA1 ADORA2A ADRA1A ADRA2A ADRB2 AFG3L2 AHCYL1 AHNAK AKAP5 AKAP6 AKAP9 AKT1 ALG10B AMIGO1 ANK2 ANK3 ANO1 ANO10 ANO2 ANO3 ANO4 ANO5 ANO6 ANO7 ANO8 ANO9 ANTKMT ANXA2 ANXA2P2 ANXA6 ANXA9 APLNR APOL1 AQP1 AQP11 ARC ARHGAP1 ASIC1 ASIC2 ASIC3 ASIC4 ASIC5 ATF4 ATG5 ATOX1 ATP10A ATP10D ATP11B ATP11C ATP12A ATP13A1 ATP13A2 ATP13A3 ATP13A4 ATP13A5 ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP1B1 ATP1B2 ATP1B3 ATP1B4 ATP2A1 ATP2A2 ATP2A3 ATP2B1 ATP2B2 ATP2B3 ATP2B4 ATP2C1 ATP2C2 ATP4A ATP4B ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5F1EP2 ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5MGL ATP5PB ATP5PD ATP5PF ATP5PO ATP6AP1 ATP6AP2 ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1C2 ATP6V1D ATP6V1E1 ATP6V1E2 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1G3 ATP6V1H ATP7A ATP7B ATP8A1 ATP8B1 ATP8B2 ATPSCKMT B2M BAK1 BAX BCL2 BDKRB1 BEST1 BEST2 BEST3 BEST4 BHLHA15 BIN1 BNIP1 BPIFA1 BSND BSPRY CA2 CA7 CAB39 CABP1 CABP2 CABP4 CABP5 CACHD1 CACNA1A CACNA1B CACNA1C CACNA1D CACNA1E CACNA1F CACNA1G CACNA1H CACNA1I CACNA1S CACNA2D1 CACNA2D2 CACNA2D3 CACNA2D4 CACNB1 CACNB2 CACNB3 CACNB4 CACNG1 CACNG2 CACNG3 CACNG4 CACNG5 CACNG6 CACNG7 CACNG8 CALCR CALCRL CALHM1 CALHM2 CALHM3 CALHM4 CALHM5 CALHM6 CALM1 CALM2 CALM3 CAMK2A CAMK2B CAMK2D CAMK2G CAPN3 CASK CASQ1 CASQ2 CASR CATSPER1 CATSPER2 CATSPER3 CATSPER4 CAV1 CAV3 CBARP CBLIF CCDC51 CCL19 CCL2 CCL21 CCL3 CCL4 CCL5 CCL8 CCR1 CCR2 CCR5 CCR7 CCT8L2 CD19 CD33 CD4 CD63 CD84 CDH23 CDK2 CDK5 CDKN1B CEMIP CFTR CHD7 CHERP CHP1 CHP2 CHRFAM7A CHRM1 CHRNA1 CHRNA10 CHRNA2 CHRNA3 CHRNA4 CHRNA5 CHRNA6 CHRNA7 CHRNA9 CHRNB1 CHRNB2 CHRNB3 CHRNB4 CHRND CHRNE CHRNG CLCA1 CLCA2 CLCA3P CLCA4 CLCC1 CLCN1 CLCN2 CLCN3 CLCN4 CLCN5 CLCN6 CLCN7 CLCNKA CLCNKB CLDN10 CLDN15 CLDN16 CLDN17 CLDN4 CLIC1 CLIC2 CLIC3 CLIC4 CLIC5 CLIC6 CLNS1A CLTC CNGA1 CNGA2 CNGA3 CNGA4 CNGB1 CNGB3 CNKSR3 CNNM1 CNNM2 CNNM3 CNNM4 CNR1 CNTN1 COA8 COMMD1 COMMD3 COMMD9 CORO1A COX15 COX17 COX4I1 COX4I2 COX5A COX5B COX6B1 COX7A1 COX7A2L COX7B COX8A CP CRACR2A CRACR2B CRBN CRHR1 CSN2 CTNNB1 CTNS CTSS CUL5 CUTC CX3CL1 CXCL10 CXCL11 CXCL12 CXCL9 CXCR4 CYB5A CYBA CYBB CYBRD1 CYC1 CYP27B1 CYSLTR1 DCD DDIT3 DHRS7C DIAPH1 DLG1 DMAC2L DMD DMPK DNM1L DNM2 DPP10 DPP6 DRD1 DRD2 DRD3 DRD4 EDN1 EDN3 EDNRA EDNRB EFHB EGF EPB41 EPHB2 EPO EPPIN ERO1A F2 F2R F2RL3 FASLG FCRL3 FFAR1 FGF11 FGF12 FGF13 FGF14 FGF2 FHL1 FKBP1A FKBP1B FKBP1C FKBP4 FLNA FLVCR1 FLVCR2 FMR1 FTH1 FTH1P19 FTHL17 FTL FTMT FXN FXYD1 FXYD2 FXYD3 FXYD4 FXYD5 FXYD6 FXYD6P3 FXYD7 FYN G6PD GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRB1 GABRB2 GABRB3 GABRD GABRE GABRG1 GABRG2 GABRG3 GABRP GABRQ GABRR1 GABRR2 GABRR3 GAL GALR2 GAS6 GCG GCK GHITM GJA1 GJA4 GJA5 GJC1 GJC2 GJD3 GLRA1 GLRA2 GLRA3 GLRB GLRX GNAI2 GNB2 GNB5 GOPC GP1BA GP1BB GP5 GP9 GPD1L GPER1 GPM6A GPR35 GPR89A GPR89B GRAMD2A GRIA1 GRIA2 GRIA3 GRIA4 GRID1 GRID2 GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B GRM5 GRM6 GRP GSTM2 GSTO1 HAMP HAP1 HCN1 HCN2 HCN3 HCN4 HCRT HECW1 HECW2 HEPH HEPHL1 HES1 HFE HOMER1 HOMER2 HOMER3 HPCA HPN HPX HRC HRG HRH3 HTR1A HTR1B HTR2A HTR2B HTR2C HTR3A HTR3B HTR3C HTR3D HTR3E HTT HVCN1 IBTK IFNG IL13 IL16 INPP5K ISCU ITGAV ITGB1 ITGB3 ITPR1 ITPR2 ITPR3 JPH1 JPH2 JPH3 JPH4 JSRP1 KCNA1 KCNA10 KCNA2 KCNA3 KCNA4 KCNA5 KCNA6 KCNA7 KCNAB1 KCNAB2 KCNAB3 KCNB1 KCNB2 KCNC1 KCNC2 KCNC3 KCNC4 KCND1 KCND2 KCND3 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNF1 KCNG1 KCNG2 KCNG3 KCNG4 KCNH1 KCNH2 KCNH3 KCNH4 KCNH5 KCNH6 KCNH7 KCNH8 KCNIP1 KCNIP2 KCNIP3 KCNIP4 KCNJ1 KCNJ10 KCNJ11 KCNJ12 KCNJ13 KCNJ14 KCNJ15 KCNJ16 KCNJ18 KCNJ2 KCNJ3 KCNJ4 KCNJ5 KCNJ6 KCNJ8 KCNJ9 KCNK1 KCNK10 KCNK12 KCNK13 KCNK15 KCNK16 KCNK17 KCNK18 KCNK2 KCNK3 KCNK4 KCNK5 KCNK6 KCNK7 KCNK9 KCNMA1 KCNMB1 KCNMB2 KCNMB3 KCNMB4 KCNN1 KCNN2 KCNN3 KCNN4 KCNQ1 KCNQ2 KCNQ3 KCNQ4 KCNQ5 KCNRG KCNS1 KCNS2 KCNS3 KCNT1 KCNT2 KCNU1 KCNV1 KCNV2 KEL KIF5B KLHL3 LACRT LARGE1 LASP1 LCK LCN2 LEP LETM1 LGALS3 LHCGR LHFPL5 LILRA2 LILRA5 LILRB1 LILRB2 LIME1 LMTK2 LRP2 LRRC26 LRRC38 LRRC52 LRRC55 LRRC8A LRRC8B LRRC8C LRRC8D LRRC8E LTF LYN MAGED2 MAGT1 MAIP1 MAOB MCHR1 MCOLN1 MCOLN2 MCOLN3 MCU MCUB MCUR1 MELTF METTL21C MFSD4B MFSD5 MFSD8 MICU1 MICU2 MICU3 MIR1-1 MIR103A1 MIR133A1 MIR153-1 MIR192 MIR200C MIR208A MIR208B MIR21 MIR210 MIR212 MIR24-1 MIR26A1 MIR29B1 MIR30D MIR328 MIR34A MIR424 MIR448 MIR499A MIR93 MLC1 MLLT6 MMGT1 MMP9 MRLN MRS2 MS4A1 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND4 MT-ND5 MT3 MTCO2P12 MYLK NALCN NALF1 NALF2 NCS1 NDFIP1 NDFIP2 NDUFA4 NDUFA9 NDUFS7 NECTIN1 NEDD4 NEDD4L NETO1 NHERF1 NHERF4 NIPA1 NIPA2 NIPAL1 NIPAL2 NIPAL3 NIPAL4 NIPSNAP2 NKAIN1 NKAIN2 NKAIN3 NKAIN4 NKX2-5 NLGN3 NMUR1 NMUR2 NNT NOL3 NOS1 NOS1AP NOS3 NOX1 NOX5 NPPA NPSR1 NSF NTSR1 OCA2 OPRD1 OPRK1 OPRM1 ORAI1 ORAI2 ORAI3 OSR1 OSTM1 OTOP1 OTOP2 OTOP3 OXSR1 P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX6 P2RX7 P2RY1 P2RY12 P2RY4 P2RY6 PACC1 PACSIN3 PANX1 PANX2 PANX3 PCSK9 PDE4B PDE4D PDGFB PDGFRB PDPK1 PDZK1 PER1 PGRMC2 PHB2 PIEZO1 PIEZO2 PIK3CG PIRT PKD1 PKD1L1 PKD1L2 PKD1L3 PKD2 PKD2L1 PKD2L2 PKDREJ PKP2 PLA2G1B PLCB1 PLCB2 PLCB3 PLCB4 PLCD1 PLCE1 PLCG1 PLCG2 PLCH1 PLCH2 PLCZ1 PLLP PLN PLP1 PLP2 PLPP4 PML PMPCB PON3 PPIF PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PRKACA PRKCB PRKCE PRKD1 PRKG2 PRNP PRSS8 PSEN1 PSEN2 PTGS2 PTK2B PTPN3 PTPN6 PTPRC PXK RAB11B RACGAP1 RAMP1 RAMP2 RAMP3 RANGRF RASA3 RCVRN RELN REM1 REP15 RGS4 RGS7 RIPK1 RNASEK RNF207 RYR1 RYR2 RYR3 S100A6 SARAF SCARA5 SCN10A SCN11A SCN1A SCN1B SCN2A SCN2B SCN3A SCN3B SCN4A SCN4B SCN5A SCN7A SCN8A SCN9A SCNN1A SCNN1B SCNN1D SCNN1G SEC61A1 SELENOK SELENON SEMG1 SERPINE2 SESTD1 SFXN1 SFXN2 SFXN3 SFXN4 SFXN5 SGK1 SHANK3 SHROOM2 SIK1 SLC10A1 SLC10A2 SLC10A4 SLC10A5 SLC10A6 SLC10A7 SLC11A1 SLC11A2 SLC12A1 SLC12A2 SLC12A3 SLC12A4 SLC12A5 SLC12A6 SLC12A7 SLC12A8 SLC12A9 SLC13A1 SLC13A2 SLC13A3 SLC13A4 SLC13A5 SLC15A1 SLC15A2 SLC15A3 SLC15A4 SLC16A1 SLC17A1 SLC17A2 SLC17A3 SLC17A4 SLC17A5 SLC17A6 SLC17A7 SLC17A8 SLC18A1 SLC18A2 SLC18A3 SLC18B1 SLC19A1 SLC1A1 SLC1A2 SLC1A3 SLC1A4 SLC1A6 SLC1A7 SLC20A1 SLC20A2 SLC22A1 SLC22A11 SLC22A12 SLC22A15 SLC22A16 SLC22A17 SLC22A18 SLC22A2 SLC22A20P SLC22A23 SLC22A24 SLC22A3 SLC22A31 SLC22A4 SLC22A5 SLC22A6 SLC22A7 SLC22A8 SLC23A1 SLC23A2 SLC24A1 SLC24A2 SLC24A3 SLC24A4 SLC24A5 SLC25A10 SLC25A12 SLC25A13 SLC25A14 SLC25A18 SLC25A22 SLC25A23 SLC25A25 SLC25A26 SLC25A27 SLC25A28 SLC25A3 SLC25A37 SLC25A4 SLC25A5 SLC26A1 SLC26A10P SLC26A11 SLC26A2 SLC26A3 SLC26A4 SLC26A5 SLC26A6 SLC26A7 SLC26A8 SLC26A9 SLC28A3 SLC29A4 SLC2A10 SLC2A9 SLC30A1 SLC30A10 SLC30A2 SLC30A3 SLC30A4 SLC30A5 SLC30A6 SLC30A7 SLC30A8 SLC30A9 SLC31A1 SLC31A2 SLC32A1 SLC34A1 SLC34A2 SLC34A3 SLC35G1 SLC36A1 SLC36A2 SLC36A3 SLC38A1 SLC38A10 SLC38A11 SLC38A2 SLC38A3 SLC38A4 SLC38A5 SLC38A6 SLC38A7 SLC38A8 SLC39A1 SLC39A10 SLC39A11 SLC39A12 SLC39A13 SLC39A14 SLC39A2 SLC39A3 SLC39A4 SLC39A5 SLC39A6 SLC39A7 SLC39A8 SLC39A9 SLC3A2 SLC40A1 SLC41A1 SLC41A2 SLC41A3 SLC46A1 SLC46A3 SLC47A1 SLC47A2 SLC48A1 SLC4A1 SLC4A10 SLC4A11 SLC4A2 SLC4A3 SLC4A4 SLC4A5 SLC4A7 SLC4A8 SLC4A9 SLC5A1 SLC5A10 SLC5A11 SLC5A12 SLC5A2 SLC5A3 SLC5A4 SLC5A5 SLC5A6 SLC5A7 SLC5A8 SLC5A9 SLC6A1 SLC6A11 SLC6A12 SLC6A13 SLC6A14 SLC6A15 SLC6A16 SLC6A17 SLC6A18 SLC6A19 SLC6A2 SLC6A20 SLC6A3 SLC6A4 SLC6A5 SLC6A6 SLC6A7 SLC6A8 SLC6A9 SLC8A1 SLC8A2 SLC8A3 SLC8B1 SLC9A1 SLC9A2 SLC9A3 SLC9A4 SLC9A5 SLC9A6 SLC9A7 SLC9A8 SLC9A9 SLC9B1 SLC9B1P1 SLC9B2 SLC9C1 SLC9C2 SLCO1A2 SLCO1B1 SLCO1B3 SLCO1C1 SLCO2B1 SLCO3A1 SLCO4A1 SLCO4C1 SLMAP SLN SMDT1 SNAP25 SNCA SNTA1 SPG11 SPHK2 SPINK1 SPTBN4 SRI STAC STAC2 STAC3 STC1 STC2 STEAP1 STEAP2 STEAP3 STEAP4 STIM1 STIM2 STIMATE STK39 STOM STRIT1 SUMO1 SURF1 TACR2 TCAF1 TCAF2 TCIRG1 TCN1 TCN2 TESC TF TFR2 TFRC TG THY1 TLR9 TMBIM6 TMC1 TMC2 TMC3 TMC4 TMC5 TMC6 TMC7 TMC8 TMCO1 TMCO3 TMEM109 TMEM120A TMEM150C TMEM163 TMEM165 TMEM175 TMEM37 TMEM38A TMEM38B TMEM63A TMEM63B TMEM63C TMSB4X TOMM40 TOMM40L TPCN1 TPCN2 TPT1 TRDN TREM2 TRIM27 TRPA1 TRPC1 TRPC3 TRPC4 TRPC4AP TRPC5 TRPC6 TRPC7 TRPM1 TRPM2 TRPM3 TRPM4 TRPM5 TRPM6 TRPM7 TRPM8 TRPV1 TRPV2 TRPV3 TRPV4 TRPV5 TRPV6 TSC1 TSPAN13 TSPO TTYH1 TTYH2 TTYH3 TUSC3 UBASH3B UBQLN1 UBR3 UCN UCP1 UCP2 UCP3 UMOD UNC80 UQCR10 UQCRC1 UQCRFS1 UQCRFS1P1 UQCRH UTRN VAMP2 VDAC1 VDAC2 VDAC3 VDR VIP VMP1 VPS4B WFS1 WNK1 WNK2 WNK3 WNK4 WNT3A WWP1 WWP2 XCL1 XCR1 YWHAE YWHAH YWHAQ ZACN ZDHHC13 ZMPSTE24 GOBP_MONOCARBOXYLIC_ACID_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MONOCARBOXYLIC_ACID_BIOSYNTHETIC_PROCESS ABCB11 ABCD1 ABCD2 ABCD3 ABHD1 ABHD2 ABHD3 ACACA ACACB ACADL ACADVL ACLY ACMSD ACOT4 ACOT7 ACOT8 ACOX2 ACSBG1 ACSBG2 ACSF3 ACSM1 ACSM2A ACSM2B ACSM3 ACSM4 ACSM5 ACSM6 ACSS1 ACSS2 AKR1C3 AKR1C4 AKR1D1 ALDH1A2 ALDH1A3 ALDH8A1 ALOX12 ALOX12B ALOX15 ALOX15B ALOX5 ALOXE3 AMACR ANXA1 APOA4 APOA5 APOC1 APOC2 APOC3 ASAH2 AVP AVPR1A BAAT BRCA1 CBR1 CBR4 CD74 CEACAM1 CES1 CHST12 CHST14 CYP1A1 CYP1A2 CYP27A1 CYP2C8 CYP2C9 CYP2D6 CYP2E1 CYP39A1 CYP3A4 CYP46A1 CYP7A1 CYP7B1 CYP8B1 DAGLB DCAF5 DECR2 DEGS1 DHRS9 DSE DSEL EDN1 EDN2 EIF6 ELOVL1 ELOVL2 ELOVL3 ELOVL4 ELOVL5 ELOVL6 ELOVL7 ENSG00000205794 ERLIN1 ERLIN2 FA2H FABP5 FADS1 FADS2 FADS2B FADS3 FADS6 FASN FGF19 FGFR4 GAMT GATD1 GATM GIP GPX4 GSTM1 GSTM2 GSTM4 GSTP1 HACD1 HACD2 HACD3 HACD4 HOGA1 HPGDS HSD17B10 HSD17B12 HSD17B8 HSD3B7 HTD2 IDO1 IL1B INSIG1 INSIG2 KAT2B KLHL25 KMO LDHC LIAS LIPC LIPG LPGAT1 LPL LTC4S MALRD1 MCAT MECR MGLL MID1IP1 MIF MIR132 MIR182 MIR185 MIR204 MIR30C1 MIR33A MIR342 MIR548P MIR766 MIR96 MLXIPL MLYCD NDUFAB1 NR1D1 NR1H2 NR1H3 NR1H4 OLAH OSBP OSBPL1A OSBPL2 OSBPL3 OSBPL6 OSBPL7 OSBPL9 OXSM PARK7 PDK4 PECR PER2 PIBF1 PKLR PLA2G10 PLA2G1B PLA2G2C PLA2G3 PLA2G4A PLA2G4F PLP1 PNPLA8 PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 PRMT3 PROX1 PRXL2B PTGDS PTGES PTGES2 PTGES3 PTGIS PTGS1 PTGS2 QKI RBP1 RDH10 RGN SCAP SCD SCD5 SCP2 SDS SIRT1 SIRT2 SLC27A2 SLC27A5 SLC45A3 SRR STAR STARD4 TBXAS1 TECR TECRL THNSL2 TRIB3 UBR4 UST WDTC1 XBP1 GOBP_MONOCARBOXYLIC_ACID_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MONOCARBOXYLIC_ACID_CATABOLIC_PROCESS ABCB11 ABCD1 ABCD2 ABCD3 ABCD4 ABHD1 ABHD2 ABHD3 ACAA1 ACAA2 ACACB ACAD10 ACAD11 ACADL ACADM ACADS ACADVL ACAT1 ACAT2 ACOT8 ACOX1 ACOX2 ACOX3 ACOXL ADIPOQ ADTRP AGXT AGXT2 AIG1 AKR1A1 AKR1D1 AKT1 AKT2 ALDH1L2 AMACR AUH BDH2 CNR1 CPT1A CPT1B CPT1C CPT2 CRAT CROT CRYL1 CYP26A1 CYP26B1 CYP26C1 CYP2W1 CYP4A11 CYP4F12 CYP4F2 CYP4F3 DCXR DECR1 DECR2 ECH1 ECHDC1 ECHDC2 ECHS1 ECI1 ECI2 EHHADH ETFA ETFB ETFBKMT ETFDH FAAH FABP1 FAH GCDH GLYATL2 HACL1 HADH HADHA HADHB HAO1 HAO2 HEXA HEXB HOGA1 HSD17B10 HSD17B4 IDNK IDS IDUA ILVBL IRS1 IRS2 IVD LDHC LDHD LEP LONP2 LPIN1 LPIN2 LPIN3 MCAT MCEE MFSD2A MLYCD MTLN NUDT19 NUDT7 NUDT8 PCCA PCCB PCK1 PCK2 PEX13 PEX2 PEX5 PEX7 PGD PHYH PLA2G15 PLIN5 PPARA PPARD SCP2 SESN2 SLC16A1 SLC16A3 SLC25A17 SLC27A2 SLC27A4 SORD SULT2A1 TWIST1 TYSND1 XYLB GOBP_MONOCARBOXYLIC_ACID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MONOCARBOXYLIC_ACID_METABOLIC_PROCESS AACS AASDH AASDHPPT ABAT ABCB11 ABCD1 ABCD2 ABCD3 ABCD4 ABHD1 ABHD10 ABHD12 ABHD2 ABHD3 ABHD5 ABHD6 ACAA1 ACAA2 ACACA ACACB ACAD10 ACAD11 ACAD9 ACADL ACADM ACADS ACADSB ACADVL ACAT1 ACAT2 ACBD4 ACBD5 ACBD7 ACLY ACMSD ACOT1 ACOT11 ACOT12 ACOT2 ACOT4 ACOT6 ACOT7 ACOT8 ACOX1 ACOX2 ACOX3 ACOXL ACSBG1 ACSBG2 ACSF2 ACSF3 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 ACSM1 ACSM2A ACSM2B ACSM3 ACSM4 ACSM5 ACSM6 ACSS1 ACSS2 ACTN3 ADH1A ADH1B ADH1C ADH4 ADH5 ADH6 ADH7 ADIPOQ ADIPOR1 ADIPOR2 ADPGK ADTRP AGXT AGXT2 AIG1 AKR1A1 AKR1B1 AKR1C1 AKR1C2 AKR1C3 AKR1C4 AKR1D1 AKT1 AKT2 ALDH1A1 ALDH1A2 ALDH1A3 ALDH1L2 ALDH3A2 ALDH5A1 ALDH8A1 ALDOA ALDOB ALDOC ALKBH7 ALOX12 ALOX12B ALOX15 ALOX15B ALOX5 ALOX5AP ALOXE3 AMACR AMDHD1 ANGPTL3 ANKRD23 ANXA1 AOAH APOA4 APOA5 APOC1 APOC2 APOC3 APP APPL2 ARL2 ARNT ARV1 ASAH1 ASAH2 ASPA ATP6V1B1 ATP8B1 AUH AVP AVPR1A AWAT1 BAAT BCO2 BDH2 BPGM BRCA1 BTD C3 CAV1 CBFA2T3 CBR1 CBR4 CD36 CD74 CEACAM1 CES1 CES2 CHST12 CHST14 CNR1 CPT1A CPT1B CPT1C CPT2 CRABP2 CRAT CROT CRYL1 CYGB CYP1A1 CYP1A2 CYP1B1 CYP26A1 CYP26B1 CYP26C1 CYP27A1 CYP27C1 CYP2A13 CYP2A6 CYP2A7 CYP2B6 CYP2C18 CYP2C19 CYP2C8 CYP2C9 CYP2D6 CYP2D7 CYP2E1 CYP2F1 CYP2J2 CYP2S1 CYP2U1 CYP2W1 CYP39A1 CYP3A4 CYP3A5 CYP3A7 CYP46A1 CYP4A11 CYP4A22 CYP4B1 CYP4F11 CYP4F12 CYP4F2 CYP4F3 CYP4F8 CYP4V2 CYP4Z1 CYP7A1 CYP7B1 CYP8B1 DAGLA DAGLB DBI DCAF5 DCXR DDIT4 DECR1 DECR2 DEGS1 DHRS9 DHTKD1 DLAT DLD DSE DSEL ECH1 ECHDC1 ECHDC2 ECHDC3 ECHS1 ECI1 ECI2 EDN1 EDN2 EHHADH EIF6 ELOVL1 ELOVL2 ELOVL3 ELOVL4 ELOVL5 ELOVL6 ELOVL7 ENO1 ENO2 ENO3 ENO4 ENSG00000205794 EP300 EPHX1 ERFE ERLIN1 ERLIN2 ETFA ETFB ETFBKMT ETFDH FA2H FAAH FAAH2 FABP1 FABP2 FABP3 FABP5 FADS1 FADS2 FADS2B FADS3 FADS6 FAH FAHD1 FASN FBP1 FGF19 FGFR4 FLCN FMO1 FMO2 FMO4 FOXK1 FOXK2 FTCD GAD1 GAD2 GALK1 GAMT GAPDH GAPDHS GATD1 GATM GBA2 GCDH GCK GGT1 GGT5 GHSR GIP GIT1 GLYAT GLYATL2 GNPAT GPAM GPAT2 GPAT4 GPD1 GPI GPX1 GPX4 GRHPR GSTA1 GSTM1 GSTM2 GSTM4 GSTP1 HAAO HACD1 HACD2 HACD3 HACD4 HACL1 HADH HADHA HADHB HAGH HAL HAO1 HAO2 HDAC4 HEXA HEXB HIF1A HK1 HK2 HK3 HKDC1 HLCS HOGA1 HPGD HPGDS HSD17B10 HSD17B12 HSD17B4 HSD17B8 HSD3B7 HTD2 HTR2A HYI IDH1 IDH2 IDNK IDO1 IDS IDUA IER3 IFNG IGF1 IL1B IL4I1 ILVBL INS INSIG1 INSIG2 INSR IRS1 IRS2 IVD JMJD8 KAT2B KIT KLHL25 KMO KYNU LDHA LDHAL6A LDHAL6B LDHB LDHC LDHD LEP LIAS LIPA LIPC LIPG LONP2 LPGAT1 LPIN1 LPIN2 LPIN3 LPL LTC4S LYPLA1 LYPLA2 MALRD1 MAPK14 MBLAC2 MCAT MCCC1 MCEE ME1 ME2 ME3 MECR MFSD2A MGAT4A MGLL MGST3 MID1IP1 MIF MIR132 MIR182 MIR185 MIR204 MIR210 MIR30C1 MIR33A MIR342 MIR548P MIR766 MIR96 MLST8 MLXIPL MLYCD MMUT MORC2 MPC2 MRS2 MSMO1 MTHFD1L MTHFS MTLN MTOR NAAA NCOR1 NDUFAB1 NPC1 NR1D1 NR1H2 NR1H3 NR1H4 NR4A3 NR5A2 NUDT19 NUDT7 NUDT8 NUPR1 OGDH OGDHL OGT OLAH OSBP OSBPL1A OSBPL2 OSBPL3 OSBPL6 OSBPL7 OSBPL9 OXSM P2RX7 PANK2 PARK7 PC PCCA PCCB PCK1 PCK2 PDHA1 PDHA2 PDHB PDHX PDK1 PDK2 PDK3 PDK4 PECR PEDS1 PER2 PEX13 PEX2 PEX5 PEX7 PFKFB1 PFKFB2 PFKL PFKM PFKP PGAM1 PGAM2 PGAM4 PGD PGK1 PGK2 PGM1 PHGDH PHYH PIBF1 PKLR PKM PLA2G10 PLA2G15 PLA2G1B PLA2G2C PLA2G2F PLA2G3 PLA2G4A PLA2G4B PLA2G4C PLA2G4D PLA2G4F PLA2G5 PLAA PLIN5 PLP1 PM20D1 PNKD PNPLA3 PNPLA8 PPARA PPARD PPARG PPARGC1A PPP2CA PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKACA PRKAG1 PRKAG2 PRKAG3 PRKAR2B PRKCE PRMT3 PROX1 PRXL2B PRXL2C PSEN1 PTGDS PTGES PTGES2 PTGES3 PTGIS PTGR1 PTGR2 PTGR3 PTGS1 PTGS2 QKI RBP1 RDH10 RGN RPTOR SCAP SCD SCD5 SCP2 SCPEP1 SDS SESN2 SGPL1 SIRT1 SIRT2 SIRT4 SIRT6 SLC16A1 SLC16A3 SLC1A3 SLC22A13 SLC25A17 SLC27A1 SLC27A2 SLC27A3 SLC27A4 SLC27A5 SLC27A6 SLC2A6 SLC38A1 SLC45A3 SLC4A1 SLC4A4 SLC5A6 SLC6A8 SNCA SORD SOX9 SREBF1 SRR STAR STARD4 STAT3 SULT2A1 TBXAS1 TECR TECRL TH THEM4 THEM5 THNSL2 TIGAR TNFRSF1A TNXB TP53 TPI1 TREX1 TRIB3 TWIST1 TYRP1 TYSND1 UBR4 UCP2 UCP3 UGT1A1 UGT1A10 UGT1A3 UGT1A4 UGT1A5 UGT1A6 UGT1A7 UGT1A8 UGT1A9 UGT2A1 UGT2A2 UGT2A3 UGT2B10 UGT2B11 UGT2B15 UGT2B17 UGT2B28 UGT2B4 UGT2B7 UROC1 UST VDAC1 VNN1 VNN2 WDTC1 XBP1 XYLB ZBTB20 ZBTB7A GOBP_MONOCARBOXYLIC_ACID_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MONOCARBOXYLIC_ACID_TRANSPORT ABCB11 ABCB4 ABCC11 ABCC2 ABCC3 ABCC4 ABCD1 ABCD2 ABCD3 ABCD4 ABCG2 ACE ACSL1 ACSL3 ACSL5 AKR1C1 AKR1C4 AKT1 AKT2 ANXA1 APOE AQP9 ATP8B1 AVPR1B BDKRB2 CASR CD36 CEACAM1 CES1 CPT1A CPT1B CPT2 CRABP1 CRABP2 CROT CYP4A11 CYP4F2 CYP7A1 DRD2 DRD3 DRD4 EDN1 EMB EPRS1 ERFE FABP1 FABP12 FABP2 FABP3 FABP4 FABP5 FABP5P3 FABP6 FABP7 FABP9 FGF19 FIS1 GOT2 IL1A IL1B IRS2 KCNJ8 LEP LHCGR LYPLA1 MAP2K6 MFSD2A MIF MIR33A MPC1 MPC1L MPC2 NHERF1 NMB NMUR2 NOS2 NR0B2 NTSR1 OC90 P2RX4 P2RX7 PLA2G10 PLA2G12A PLA2G12B PLA2G1B PLA2G2A PLA2G2C PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G4A PLA2G4F PLA2G5 PLA2R1 PLIN2 PMP2 PNPLA8 PPARA PPARD PPARG PRKAA1 PROCA1 PTGES PTGS2 RBP1 RBP2 RBP5 RBP7 RPS6KB1 SLC10A1 SLC10A2 SLC10A3 SLC10A4 SLC10A5 SLC10A6 SLC10A7 SLC16A1 SLC16A10 SLC16A11 SLC16A12 SLC16A13 SLC16A14 SLC16A2 SLC16A3 SLC16A4 SLC16A5 SLC16A6 SLC16A7 SLC16A8 SLC16A9 SLC17A5 SLC22A1 SLC22A11 SLC22A13 SLC22A2 SLC22A3 SLC22A6 SLC22A7 SLC22A8 SLC22A9 SLC25A17 SLC25A20 SLC26A6 SLC26A7 SLC27A1 SLC27A2 SLC27A3 SLC27A4 SLC27A5 SLC27A6 SLC2A1 SLC43A3 SLC51A SLC51B SLC5A12 SLC5A6 SLC5A8 SLC6A11 SLC6A12 SLC6A13 SLC6A8 SLCO1A2 SLCO1B1 SLCO1B3 SLCO1C1 SLCO2A1 SLCO2B1 SLCO3A1 SLCO4A1 SPX SSTR4 SYK THBS1 TNF TNFRSF11A TNFSF11 TSPO2 UGT1A3 GOBP_MONOCYTE_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MONOCYTE_ACTIVATION ADAM10 ADAM9 AZU1 CD33 CSF1 DYSF FN1 FOXP1 HYAL2 LILRB4 MT1G SPACA3 GOBP_MONOCYTE_AGGREGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MONOCYTE_AGGREGATION BMP7 CD44 HAS2 IL1B NR4A3 GOBP_MONOCYTE_CHEMOTACTIC_PROTEIN_1_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MONOCYTE_CHEMOTACTIC_PROTEIN_1_PRODUCTION ADIPOQ AGER APOD C1QTNF3 CD84 CLEC7A ERBIN GSTP1 IL1B LGALS9 MCOLN2 MIR92A1 NOD2 NR1H4 OAS1 OAS3 SELENOK SOCS5 SYK TRPV4 TWIST1 GOBP_MONOCYTE_CHEMOTAXIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MONOCYTE_CHEMOTAXIS AIF1 ANO6 ANXA1 CALCA CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL3 CCL3L1 CCL3L3 CCL4 CCL5 CCL7 CCL8 CCN3 CCR1 CCR2 CREB3 CTSG CX3CL1 CX3CR1 CXCL10 CXCL12 CXCL17 DEFB104A DEFB104B DEFB124 DUSP1 FLT1 FOLR2 FPR2 GREM1 HMGB1 IL6 IL6R LGALS3 LGMN LYN MICOS10-NBL1 MOSPD2 MSMP NBL1 PDGFB PLA2G7 PTPRO RPS19 S100A12 S100A14 S100A7 SERPINE1 SLAMF8 SLIT2 TNFRSF11A TNFSF11 TNFSF18 XCL1 XCL2 GOBP_MONOCYTE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MONOCYTE_DIFFERENTIATION ACIN1 APCS BMP4 CD4 CD74 CDK6 CSF1 CSF1R CSF2 CTNNBIP1 DCSTAMP FASN FES FOXP1 GPR68 HLA-DRB1 HOXA7 IFI16 IL31RA IL34 INPP5D IRF7 MED1 MIR125B1 MT1G MYC MYH9 PDE1B PIR PPARG SP3 THOC5 VEGFA ZBTB46 ZFP36L1 GOBP_MONOCYTE_EXTRAVASATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MONOCYTE_EXTRAVASATION AGER CCR2 CD47 JAM3 JAML MIR146A PDGFD PECAM1 PLCB1 SIRPA GOBP_MONONUCLEAR_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MONONUCLEAR_CELL_DIFFERENTIATION ABL1 ACIN1 ACTB ACTL6A ACTL6B ADA ADAM17 ADAM8 ADGRG3 AGER AICDA AIRE AMBRA1 ANXA1 AP3B1 AP3D1 APCS AQP8 ARID1A ARID1B ARID2 ARMC5 ASCL2 ATF2 ATG5 ATM ATP7A AXL AZI2 B2M BAD BAK1 BATF BATF2 BATF3 BAX BCL11B BCL2 BCL3 BCL6 BLNK BMI1 BMP4 BRAF BRD7 BTK BTN2A2 C17orf99 CAMK4 CARD11 CBFB CCL19 CCR2 CCR6 CCR7 CCR9 CD19 CD1D CD2 CD27 CD28 CD3D CD3E CD3G CD4 CD40LG CD46 CD74 CD79A CD79B CD80 CD83 CD86 CD8A CDH17 CDK6 CEBPB CEBPG CHD7 CLCF1 CLEC4D CLEC4E CLEC4G CLPTM1 CMTM7 CR1 CR2 CRTAM CSF1 CSF1R CSF2 CTLA4 CTNNB1 CTNNBIP1 CTSK CTSL CYP26B1 DCAF1 DCLRE1C DCSTAMP DHRS2 DLL1 DLL4 DNAJA3 DNAJB9 DOCK10 DOCK11 DOCK2 DROSHA DTX1 DUSP10 EGR1 EGR3 ENTPD7 EOMES EP300 ERBB2 EZH2 F2RL1 FADD FANCA FANCD2 FASN FBXO7 FCER1G FCGR2B FCRL3 FES FGL2 FLT3 FNIP1 FOS FOSL2 FOXJ1 FOXN1 FOXO3 FOXP1 FOXP3 FUT7 FZD5 FZD7 FZD8 FZD9 GAS6 GATA1 GATA3 GBA1 GLI2 GLI3 GPR18 GPR183 GPR68 GPR89A GPR89B GPS2 HDAC4 HDAC5 HDAC9 HECTD1 HHEX HLA-B HLA-DOA HLA-DRA HLA-DRB1 HLA-G HLX HMGB1 HOXA7 ID2 IFI16 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IFNE IFNG IFNK IFNL1 IFNW1 IHH IKZF1 IKZF3 IL10 IL11 IL12B IL12RB1 IL15 IL15RA IL18 IL18R1 IL1A IL1B IL1RL2 IL2 IL21 IL23A IL23R IL27 IL2RA IL2RG IL31RA IL34 IL36B IL4 IL4I1 IL4R IL6 IL6R IL7 IL7R IL9 INHA INHBA INPP5D IRF1 IRF2BP2 IRF4 IRF7 IRF8 ITFG2 ITGA4 ITGB1 ITGB6 ITGB8 ITK ITM2A ITPKB JAG2 JAK1 JAK3 JMJD6 JUNB KAT2A KAT5 KAT7 KDELR1 KIT KLF6 KLHL25 KLRC1 KMT2A LAG3 LCK LEF1 LEP LEPR LFNG LGALS1 LGALS3 LGALS9 LIG4 LILRB1 LILRB2 LILRB4 LIPA LMBR1L LOXL3 LRRC8A LTBR LY6D LY9 LYL1 LYN MAFB MALT1 MDK MED1 MEN1 MERTK METTL3 MFNG MIR125B1 MIR17HG MIR21 MIR223 MIR30B MMP14 MR1 MS4A1 MSH2 MT1G MTOR MYB MYC MYH9 NCAPH2 NCKAP1L NDFIP1 NFAM1 NFATC1 NFIL3 NFKBID NFKBIZ NHEJ1 NKAP NKX2-3 NLRP3 NOTCH2 NRARP NTRK1 ONECUT1 PATZ1 PAX5 PBRM1 PBX1 PCID2 PCK1 PDE1B PGLYRP1 PGLYRP2 PGLYRP3 PHF10 PHF14 PIK3CD PIK3R1 PIK3R2 PIK3R3 PIK3R6 PIR PKNOX1 PLA2G2D PLCG2 PLCL2 PNP POU2AF1 PPARG PPP2R3C PPP3CB PRDM1 PRDX2 PRELID1 PREX1 PRKCZ PRKDC PRR7 PRTN3 PSEN1 PSG9 PSMB11 PTGER4 PTK2B PTPN2 PTPN22 PTPN6 PTPRC PTPRJ RABL3 RAG1 RAG2 RARA RASGRP1 RBPJ RC3H1 RC3H2 RELB RHOA RHOH RIPK2 RIPK3 RNF41 RORA RORC RPL22 RPS6 RSAD2 RUNX1 RUNX2 RUNX3 SART1 SASH3 SEMA4A SFRP1 SH3RF1 SHB SHH SLAMF1 SLAMF6 SLAMF8 SLC25A5 SLC39A7 SLC46A2 SLC4A2 SMAD7 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SOCS1 SOCS3 SOCS5 SOD1 SOS1 SOS2 SOX12 SOX13 SOX4 SP3 SPI1 SPINK5 SPN SRF ST3GAL1 STAT3 STAT4 STAT5B STAT6 STK11 SYK SYVN1 TBX21 TCF3 TCF7 TCIRG1 TESPA1 TGFB1 TGFBR2 THEMIS THOC5 TLR9 TMEM131L TMEM176A TMEM176B TMEM98 TNFRSF9 TNFSF13B TNFSF18 TNFSF4 TNFSF8 TNFSF9 TOP2B TOX TP53 TPD52 TRAF3IP2 TRAF6 TREM2 TRPM2 TSC1 TUSC2 TYRO3 UBD USP44 VAV1 VCAM1 VEGFA VNN1 VSIR WNT1 WNT10B WNT4 XBP1 XRCC6 YY1 ZAP70 ZBTB1 ZBTB16 ZBTB46 ZBTB7A ZBTB7B ZC3H12A ZC3H8 ZEB1 ZFP36L1 ZFP36L2 ZFPM1 ZMIZ1 ZNF683 GOBP_MONONUCLEAR_CELL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MONONUCLEAR_CELL_MIGRATION ABL1 ABL2 ADAM10 ADAM17 ADAM8 ADTRP AGER AIF1 AIRE AKIRIN1 AKT1 ALOX5 ANO6 ANXA1 APOD APP ARHGEF5 ARTN ASB2 ASCL2 BMP5 C1QBP C3AR1 C5AR1 CALCA CALR CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL3 CCL3L1 CCL3L3 CCL4 CCL5 CCL7 CCL8 CCN3 CCR1 CCR2 CCR5 CCR6 CCR7 CD200 CD200R1 CD47 CD99 CD99L2 CDC42 CH25H CKLF CMKLR1 CORO1A CREB3 CRK CRKL CRTAM CSF1 CSF1R CTSG CX3CL1 CX3CR1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL16 CXCL17 CXCR1 CXCR2 CXCR4 CYP7B1 DEFA1 DEFA1B DEFB104A DEFB104B DEFB124 DOCK8 DUSP1 ECM1 EPS8 EXT1 F11R FADD FLT1 FOLR2 FPR2 FUT4 FUT7 GAS6 GATA3 GBA1 GCSAM GCSAML GPR15 GPR15LG GPR183 GREM1 H2BC1 HMGB1 HSD3B7 ICAM1 IL12A IL27RA IL34 IL4 IL6 IL6R ITGA4 ITGAL ITGB3 ITGB7 JAM2 JAM3 JAML KLRC4-KLRK1 KLRK1 LGALS3 LGALS9 LGMN LRCH1 LYN MADCAM1 MAPK1 MAPK3 MDK MIA3 MICOS10-NBL1 MIR146A MOSPD2 MSMP MSN MSTN MYO1G NBL1 NEDD9 NLRP12 OXSR1 PADI2 PDGFB PDGFD PECAM1 PIK3CD PIK3CG PLA2G7 PLCB1 PLEC PTK2 PTK2B PTPRO PYCARD RARRES2 RET RHOA RIPK3 RIPOR2 RPS19 S100A12 S100A14 S100A7 S1PR1 SAA1 SELENOK SERPINE1 SIRPA SLAMF1 SLAMF8 SLC12A2 SLC8B1 SLIT2 SPI1 SPN SPNS2 STK10 STK39 TBX21 THBS1 TMEM102 TNF TNFRSF11A TNFRSF14 TNFSF11 TNFSF14 TNFSF18 TRPM2 TRPM4 TRPV4 WASL WNK1 WNT5A XCL1 XCL2 XG ZAP70 GOBP_MONOSACCHARIDE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MONOSACCHARIDE_BIOSYNTHETIC_PROCESS ACADM ADIPOQ AKR1A1 AKR1B1 ALDOB ALDOC ARPP19 ATF3 ATF4 C1QTNF12 C1QTNF3 CHST12 CHST14 CHST15 CLK2 CRTC2 CRY1 DDB1 DGKQ DSE DSEL ENO1 ENO2 ENO3 EP300 ERFE FBP1 FBP2 FOXO1 G6PC1 G6PC2 G6PC3 G6PD GCG GCK GNMT GOT1 GPD1 GPI GPT GPT2 INS KAT2A KAT2B LEP LEPR MDH1 MDH2 MIR103A1 MIR107 MST1 NLN NNMT NR3C1 OGT PC PCK1 PCK2 PDK2 PER2 PFKFB1 PGAM1 PGAM2 PGD PGK1 PGK2 PGM1 PGP PPARA PPARGC1A PPP4R3B PRKACA PTPN2 RANBP2 RBP4 RGN SDHAF3 SDS SELENOS SERPINA12 SESN2 SIK1 SIRT1 SIRT6 SIRT7 SLC25A1 SLC25A10 SLC25A11 SLC25A12 SLC25A13 SLC35B4 SLC37A4 SLC39A14 SOGA1 SORD STK11 TCF7L2 TPI1 USP7 UST WDR5 ZNF692 GOBP_MONOSACCHARIDE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MONOSACCHARIDE_CATABOLIC_PROCESS ACTN3 ADCY10 ALDOB BAD DHDH ENO1 ENO2 ENO3 FOXK1 FOXK2 FUT1 FUT10 FUT2 FUT4 FUT5 FUT6 FUT7 FUT8 FUT9 GALE GALK1 GALM GALT GCK GLB1 GLYCTK HEXA HEXB HK1 HK2 HK3 IDS IDUA LRP5 MIR210 NUDT5 PFKFB2 PFKL PFKM PFKP PGAM1 PGAM2 PGK1 PGK2 PKM RBKS TIGAR TKFC TKTL1 TP53 TPI1 XYLB GOBP_MONOSACCHARIDE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MONOSACCHARIDE_METABOLIC_PROCESS ACACB ACADM ACTN3 ADCY10 ADIPOQ ADIPOR1 ADPGK AKR1A1 AKR1B1 AKT1 AKT2 ALDOA ALDOB ALDOC APOD ARPP19 ATF3 ATF4 B3GLCT B4GALT1 BAD BCKDK BRAT1 BRS3 C1QTNF1 C1QTNF12 C1QTNF3 CHST1 CHST12 CHST14 CHST15 CLK2 CPT1A CRTC2 CRY1 DCXR DDB1 DGKQ DHDH DLAT DSE DSEL DUSP12 DYRK2 ENO1 ENO2 ENO3 EP300 EPM2AIP1 ERFE FABP5 FBP1 FBP2 FGGY FOXA2 FOXK1 FOXK2 FOXO1 FPGT FUCA1 FUCA2 FUOM FUT1 FUT10 FUT2 FUT4 FUT5 FUT6 FUT7 FUT8 FUT9 G6PC1 G6PC2 G6PC3 G6PD GAA GAL3ST3 GALE GALK1 GALK2 GALM GALT GAPDH GAPDHS GCG GCK GCKR GCLC GDPGP1 GHRL GLB1 GLYCTK GNB3 GNMT GOT1 GPD1 GPI GPLD1 GPT GPT2 GSK3A GSTO1 GSTO2 H6PD HECTD4 HEXA HEXB HK1 HK2 HK3 HKDC1 IDS IDUA IGF1 IGF2 IGFBP3 IGFBP4 INPPL1 INS INSR IRS1 IRS2 KAT2A KAT2B KBTBD2 KCNJ11 KCNQ1 KHK LCMT1 LEP LEPR LIPA LRP5 MAN2A1 MAN2A2 MAN2B1 MAN2B2 MAN2C1 MAPK14 MDH1 MDH2 MIDN MIR103A1 MIR107 MIR210 MLYCD MPI MST1 NCOA2 NLN NNMT NPY1R NR3C1 NUDT5 OAS1 OGT OMA1 ONECUT1 OTOG OTOGL PC PCK1 PCK2 PDHA1 PDHA2 PDHB PDK1 PDK2 PDK3 PDK4 PDX1 PER2 PFKFB1 PFKFB2 PFKFB3 PFKFB4 PFKL PFKM PFKP PGAM1 PGAM2 PGD PGK1 PGK2 PGM1 PGM2 PGM2L1 PGP PHKG2 PIK3CA PKM PMAIP1 PMM1 PMM2 POFUT1 POFUT2 PPARA PPARD PPARGC1A PPP1R3E PPP1R3G PPP4R3B PRKAA1 PRKACA PRKN PTH PTPN2 RANBP2 RBKS RBP4 RGN RORA RORC RPIA SDHAF3 SDS SELENOS SERP1 SERPINA12 SESN2 SIK1 SIRT1 SIRT6 SIRT7 SLC23A1 SLC23A2 SLC25A1 SLC25A10 SLC25A11 SLC25A12 SLC25A13 SLC2A1 SLC2A3 SLC35A2 SLC35B4 SLC37A4 SLC39A14 SLC45A3 SOGA1 SORBS1 SORD SRC STK11 TCF7L2 TFAP2B TFF3 TIGAR TKFC TKTL1 TNF TP53 TPI1 TSTD1 USP7 UST UXS1 WDR5 WDTC1 XYLB ZMPSTE24 ZNF692 GOBP_MONOTERPENOID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MONOTERPENOID_METABOLIC_PROCESS CYP1A2 CYP2C19 CYP2C9 CYP2D6 CYP2E1 CYP3A4 GOBP_MONOUBIQUITINATED_PROTEIN_DEUBIQUITINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MONOUBIQUITINATED_PROTEIN_DEUBIQUITINATION ATXN3 BAP1 USP1 USP15 USP16 USP47 USP7 USP9X GOBP_MORPHOGENESIS_OF_AN_ENDOTHELIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MORPHOGENESIS_OF_AN_ENDOTHELIUM ACVRL1 ADAMTS12 CCM2 CSNK2B CTNNB1 CXCL10 CXCR4 DLL4 FGF1 FOXP1 ITGAX MIR21 PRKD2 RBPJ RHOA RHOB STARD13 GOBP_MORPHOGENESIS_OF_AN_EPITHELIAL_BUD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MORPHOGENESIS_OF_AN_EPITHELIAL_BUD AR BMP4 BMP7 CTNNB1 FGF10 FGFR2 NOG RDH10 SHH SOSTDC1 SULF1 TP63 WNT2 WNT2B WNT5A GOBP_MORPHOGENESIS_OF_AN_EPITHELIAL_FOLD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MORPHOGENESIS_OF_AN_EPITHELIAL_FOLD AR BMP4 BMP5 BMP7 CECR2 CTNNB1 EGFR FGF10 FGFR2 GDF7 HIF1A HOXD13 LUZP1 NODAL NOG OVOL2 RDH10 SHH SOSTDC1 SULF1 TP63 WNT2 WNT2B WNT5A GOBP_MORPHOGENESIS_OF_AN_EPITHELIAL_SHEET https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MORPHOGENESIS_OF_AN_EPITHELIAL_SHEET ACVRL1 ADAM17 AJUBA ARHGAP12 ARHGAP24 ARHGAP35 BMP5 BMP7 CARMIL2 CCN1 CD151 CD44 CEACAM1 CLASP1 CLASP2 COL5A1 DAG1 DDR1 DLL4 DVL1 DVL2 FERMT1 FERMT2 FLNA FLRT3 HBEGF HOXB2 HOXB4 ITGA5 ITGB1 JAG1 LAMA1 LCP1 LIN7C LRG1 MEGF8 MIR221 MMP12 MRTFA MSX2 MTOR NOTCH1 NOTCH2 PALS1 PDCD10 PDPN PHACTR4 PHLDB2 PLET1 PTEN RHOA RHOC RREB1 SOS1 SOX11 SRF TBX20 TMEFF2 TOR1A WNT5A WNT7A GOBP_MORPHOGENESIS_OF_AN_EPITHELIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MORPHOGENESIS_OF_AN_EPITHELIUM ABL1 ACTB ACTG1 ACVR1 ACVRL1 ADAM17 ADAMTS12 ADAMTS16 ADM AGT AGTR2 AHI1 AIRE AJAP1 AJUBA ALDH1A2 ALDH1A3 ANKRD6 APAF1 APLNR AR AREG ARHGAP12 ARHGAP24 ARHGAP35 ARHGEF19 ARL13B ASB2 ASTN2 ATP7A BBS4 BBS5 BBS7 BCL10 BCL2 BMP2 BMP4 BMP5 BMP7 BRD2 BRSK1 BRSK2 BTBD7 BTRC C2CD3 CA2 CA9 CAMSAP3 CARMIL2 CASP3 CASR CAV3 CC2D2A CCDC103 CCDC39 CCDC40 CCM2 CCN1 CD151 CD44 CDC42 CDK20 CEACAM1 CECR2 CELSR1 CELSR2 CELSR3 CEP290 CITED1 CITED2 CLASP1 CLASP2 CLIC4 CLUAP1 COBL COL4A1 COL5A1 CRYGS CSF1 CSF1R CSMD1 CSNK2B CTHRC1 CTNNB1 CTNNBIP1 CTNS CTSH CTSZ CXCL10 CXCR2 CXCR4 CYP7B1 DAAM1 DAB2 DACT1 DAG1 DCHS1 DDR1 DEAF1 DKK1 DLC1 DLG1 DLG3 DLG5 DLL1 DLL4 DLX3 DNAAF1 DVL1 DVL2 DVL3 EDN1 EDNRA EFNB2 EGF EGFR ENG EPB41L5 EPHA2 EPHA4 EPHA7 ERBB4 ESR1 ESRP2 EXOC5 EXT1 EYA1 EZR FAT1 FEM1B FERMT1 FERMT2 FGF1 FGF10 FGF2 FGF7 FGF8 FGFR2 FKBPL FLG2 FLNA FLRT3 FMN1 FOLR1 FOXA1 FOXC2 FOXD1 FOXE1 FOXF1 FOXF2 FOXH1 FOXN1 FOXN4 FOXP1 FOXQ1 FRAS1 FREM2 FRS2 FRZB FST FUZ FZD1 FZD2 FZD3 FZD5 FZD6 FZD7 GATA3 GATA4 GBX2 GCM1 GDF2 GDF7 GDNF GJA1 GLI2 GLI3 GLMN GNA13 GORAB GPC3 GRB2 GREB1L GREM1 GRHL2 GRHL3 GRSF1 GZF1 HAND1 HAND2 HBEGF HECTD1 HES1 HES5 HESX1 HGF HHIP HIF1A HNF1B HOXA11 HOXA13 HOXA5 HOXB13 HOXB2 HOXB4 HOXB7 HOXD11 HOXD13 HS2ST1 HS3ST3A1 HS3ST3B1 ID4 IFT122 IFT172 IFT20 IFT52 IFT57 IGFBP5 IHH IL10 ILK INTU IRX1 IRX2 IRX3 ITGA5 ITGAX ITGB1 JAG1 JAG2 JHY KAT2A KDF1 KDM2B KDM5B KDR KIF20B KIF26B KLF4 KLHL3 KLK14 KRAS KRT12 KRT16 KRT17 KRT25 KRT27 KRT28 KRT6A KRT71 LAMA1 LAMA5 LBX1 LBX2 LCP1 LEF1 LGR4 LGR5 LHX1 LHX2 LIAS LIF LIN7C LMO4 LRG1 LRP2 LRP5 LUZP1 LZTS2 MAGED1 MAGI2 MDK MED1 MED12 MEF2C MEGF8 MESP1 MET MIB1 MICAL2 MIR15B MIR16-1 MIR21 MIR221 MKKS MKS1 MLLT3 MMP12 MMP14 MMP2 MMRN2 MRTFA MSN MSX2 MTHFD1 MTHFD1L MTHFR MTOR MTSS1 MYC MYO9A NAGLU NDRG4 NFATC4 NGFR NHERF1 NKD1 NKX2-1 NKX2-5 NKX3-1 NODAL NOG NOTCH1 NOTCH2 NOTCH4 NOTO NPHP1 NPHP3 NPNT NR3C1 NRARP NRP1 NTN1 NTN4 OPA1 OPHN1 OSR1 OVOL2 PAFAH1B1 PAK1 PALS1 PAX2 PAX8 PBX1 PCDH8 PDCD10 PDGFA PDPN PDX1 PFN1 PGR PHACTR4 PHB2 PHLDB2 PIK3CD PKD1 PKD2 PKHD1 PLA2G10 PLEKHA4 PLET1 PLOD3 PLXNA1 PLXNB2 PLXND1 PML PODXL PPP1CA PPP3R1 PRICKLE1 PRICKLE2 PRKACA PRKACB PRKD2 PRKX PROX1 PSEN1 PTCH1 PTEN PTK7 RAB10 RAC1 RALA RAP2A RARA RARG RASIP1 RBM15 RBPJ RDH10 RET RGMA RHOA RHOB RHOC RIPK4 RNF207 RPGRIP1L RPS7 RREB1 RSPO2 RSPO3 RYK RYR2 SALL1 SALL4 SAPCD2 SCRIB SDC4 SEC24B SEMA3C SEMA3E SEMA4C SERPINB5 SETD2 SETDB2 SFRP1 SFRP2 SH3BP1 SHH SIRT6 SIX1 SIX2 SIX4 SKI SLC39A12 SLIT2 SMAD3 SMAD4 SMO SMURF1 SMURF2 SNAI1 SNAI2 SOCS3 SOS1 SOSTDC1 SOX10 SOX11 SOX17 SOX18 SOX8 SOX9 SPEF1 SPINT1 SPINT2 SPRY1 SPRY2 SRC SRF ST14 STARD13 STAT1 STIL STK3 STK4 STOX1 SUFU SULF1 SYNE4 TACSTD2 TBX18 TBX2 TBX20 TBX3 TBX4 TBX5 TBX6 TCAP TCF15 TCF21 TCTN1 TEAD2 TFAP2A TGFB1 TGFB1I1 TGFB2 TGFBR2 TGM2 TGM3 TIAM1 TIE1 TIMELESS TMED2 TMEFF2 TMEM59L TMEM79 TNC TNF TOR1A TP63 TRAF3IP1 TRAF6 TRIM28 TRIM71 TSC1 TSC2 TTC8 TULP3 TWIST1 VANGL1 VANGL2 VASP VCL VDR VEGFA VEGFC WDPCP WDR1 WNK4 WNT1 WNT10A WNT11 WNT16 WNT2 WNT2B WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT9B WT1 YAP1 ZDHHC7 ZIC3 ZNRF3 GOBP_MORPHOGENESIS_OF_A_BRANCHING_STRUCTURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MORPHOGENESIS_OF_A_BRANCHING_STRUCTURE ABL1 ACVR1 ADAMTS16 ADM AGT AGTR2 AR AREG BCL11A BCL2 BMP2 BMP4 BMP7 BTBD7 BTRC CASR CAV3 CELSR1 CITED1 CLIC4 COL13A1 COL4A1 CSF1 CSMD1 CTNNB1 CTNNBIP1 CTSH CTSZ DAG1 DCHS1 DDR1 DLG1 DLG5 DLL4 DLX2 DRD2 EDN1 EDNRA EGF ENG EPHA2 EPHA7 ERMN ESR1 ESRP2 EXT1 EYA1 FEM1B FGF1 FGF10 FGF13 FGF2 FGF7 FGF8 FGFR2 FKBPL FOXA1 FOXC2 FOXD1 FOXF1 FRS2 FZD5 GBX2 GCM1 GDF2 GDF7 GDNF GLI2 GLI3 GNA13 GPC3 GRB2 GREB1L GREM1 GRHL2 GZF1 HGF HHIP HNF1B HOXA11 HOXA13 HOXA5 HOXB13 HOXB7 HOXD11 HOXD13 HS3ST3A1 HS3ST3B1 IHH IL10 ILK KDM5B KDR KRAS LAMA1 LAMA5 LEF1 LGR4 LHX1 LRP5 LRRK2 MAGED1 MAP3K13 MDK MECP2 MED1 MET MIR15B MIR16-1 MKS1 MMP14 MSX2 MYC NFATC4 NKX2-1 NKX3-1 NOG NOTCH1 NOTCH4 NPNT NRARP NRP1 NTN4 PAK1 PAX2 PAX8 PBX1 PDGFA PGR PHB2 PKD1 PKD2 PKHD1 PLXNA1 PLXND1 PML PPP1CA PPP3R1 PRDM1 PROX1 PTCH1 RASIP1 RBM15 RDH10 RERE RSPO2 RSPO3 RTN4 SALL1 SEMA3C SEMA3E SETD2 SFRP1 SFRP2 SHH SHOX2 SIRT6 SIX1 SIX2 SIX4 SLIT2 SMAD4 SMO SNAI2 SOCS3 SOX10 SOX8 SOX9 SPINT1 SPINT2 SPRY1 SPRY2 SRC SRF ST14 STK4 SULF1 TACSTD2 TBX2 TBX20 TBX3 TCF21 TDGF1 TGFBR2 TGM2 TIE1 TIMELESS TMED2 TMEM59L TNC TNF TP63 VDR VEGFA WNT1 WNT2 WNT2B WNT4 WNT5A WNT6 WNT9B WT1 YAP1 GOBP_MORPHOGENESIS_OF_A_POLARIZED_EPITHELIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MORPHOGENESIS_OF_A_POLARIZED_EPITHELIUM ABL1 ACTB ACTG1 AHI1 AJAP1 ANKRD6 ARHGEF19 ASTN2 BRSK1 BRSK2 CAMSAP3 CDC42 CELSR1 CELSR2 CELSR3 CTHRC1 DAAM1 DAB2 DACT1 DKK1 DLG3 DLG5 DVL1 DVL2 DVL3 ERBB4 EXOC5 EZR FAT1 FOXF1 FOXF2 FUZ FZD1 FZD2 FZD3 FZD6 FZD7 GPC3 GRHL3 IFT20 INTU JHY LAMA1 LAMA5 MAGI2 MED12 MKS1 MLLT3 MSN MYO9A NHERF1 NKD1 NPHP1 NPHP3 OPHN1 PAFAH1B1 PKHD1 PLEKHA4 PRICKLE1 PRICKLE2 PTK7 RAB10 RAC1 RAP2A RHOA RPGRIP1L RSPO3 RYK SAPCD2 SCRIB SEC24B SFRP1 SFRP2 SH3BP1 SMURF1 SMURF2 SPEF1 SYNE4 TCF15 TIAM1 TP63 TRAF3IP1 TTC8 VANGL1 VANGL2 WDPCP WDR1 WNT11 WNT5A WNT7A WNT9B YAP1 ZDHHC7 ZNRF3 GOBP_MORPHOGENESIS_OF_EMBRYONIC_EPITHELIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MORPHOGENESIS_OF_EMBRYONIC_EPITHELIUM ABL1 ADM ALDH1A2 ALDH1A3 APAF1 AR ARHGAP35 BBS4 BCL10 BMP4 BMP5 BMP7 BRD2 CASP3 CC2D2A CDK20 CECR2 CELSR1 CITED2 CLUAP1 COBL CTHRC1 CTNNB1 DEAF1 DLC1 DVL1 DVL2 DVL3 EPB41L5 FGF10 FGF8 FGFR2 FOLR1 FUZ FZD1 FZD2 FZD3 FZD6 GATA3 GDF7 GDNF GLMN GREM1 GRHL2 GRHL3 GRSF1 HAND1 HECTD1 HES5 HIF1A HNF1B HS2ST1 IFT122 IFT172 IFT52 IFT57 IRX1 IRX2 IRX3 JAG2 KAT2A KDF1 KDM2B KIF20B LAMA5 LHX2 LIAS LMO4 LRP2 LUZP1 MED12 MIB1 MKS1 MTHFD1 MTHFD1L MTHFR NODAL NOG NPHP3 OPA1 OSR1 OVOL2 PALS1 PAX2 PAX8 PCDH8 PDX1 PFN1 PHACTR4 PLXNB2 PRICKLE1 PRKACA PRKACB PTCH1 PTK7 RALA RARA RARG RDH10 RET RGMA RPS7 SALL4 SCRIB SDC4 SEC24B SEMA4C SETD2 SFRP1 SFRP2 SHH SIX1 SIX4 SKI SLC39A12 SOX11 SOX8 SOX9 SPINT1 SPINT2 ST14 STIL STK3 STK4 SUFU SULF1 TBX18 TCTN1 TEAD2 TFAP2A TGFB1 TGFB1I1 TGFB2 TMED2 TP63 TRAF6 TRIM71 TSC1 TSC2 TULP3 TWIST1 VANGL2 VASP VEGFC WNT16 WNT2 WNT2B WNT4 WNT5A WNT6 WNT7B WNT9B GOBP_MOTILE_CILIUM_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MOTILE_CILIUM_ASSEMBLY AHI1 AKAP4 ARMC12 ARMC2 ATMIN BBOF1 BBS2 BBS5 CC2D2A CCDC38 CCDC39 CCDC40 CENPJ CEP131 CFAP157 CFAP206 CFAP221 CFAP43 CFAP44 CFAP47 CFAP54 CFAP58 CFAP65 CFAP69 CFAP97D1 DNAAF1 DNAAF11 DNAAF3 DNAH1 DNHD1 DRC7 DYNLL1 DZIP1 E2F4 ENKD1 FOXJ1 FSIP2 GK2 IFT57 IFT81 INTU IQCG JHY KLC3 MCIDAS MEIG1 MKS1 MNS1 NEURL1 NOTO PFN4 PLA2G3 RSPH6A RSPH9 SPAG16 SPAG17 SPAG6 SPATA6 SPEF2 TBC1D21 TPGS1 TTC12 TTLL1 UBE2B VDAC3 ZMYND10 GOBP_MOTOR_BEHAVIOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MOTOR_BEHAVIOR ADARB1 ATP1B2 B4GALNT1 C12orf57 DCTN1 DPP4 EXT1 GBA1 GRP GRPR KCNQ3 MFSD2A NAGLU NR3C1 ORMDL1 ORMDL3 PRKAA1 SGSH SLC1A1 SPG11 TUBA1A VPS54 WDR47 GOBP_MOTOR_LEARNING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MOTOR_LEARNING ADGRB3 C1QL1 DKK1 EN1 GIT1 GPR88 TACO1 GOBP_MOTOR_NEURON_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MOTOR_NEURON_APOPTOTIC_PROCESS ADARB1 ATF2 BAX BCL2 CNTFR CRLF1 ERBB3 FADD FAS KCNB1 MAP2K4 MAP2K7 MAP3K12 NEFL RAPSN RHOA ROCK1 SLC1A1 SPG11 VPS54 ZPR1 GOBP_MOTOR_NEURON_AXON_GUIDANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MOTOR_NEURON_AXON_GUIDANCE ALCAM CDK5 CHN1 EGR2 EPHA4 ERBB2 FGF8 HOXA2 KIF5C LHX1 LHX3 LHX4 LMO4 MYCBP2 NOG NRP1 PLXNA3 PLXNA4 RAC1 RAC3 RNF165 SEMA3A SEMA3F SLIT1 SLIT2 GOBP_MOTOR_NEURON_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MOTOR_NEURON_MIGRATION ASCL1 CELSR2 DAB1 FZD3 LHX1 NEUROD4 NRP1 NTN1 OLIG3 PHOX2B RELN TBX20 VEGFA GOBP_MRNA_3_END_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MRNA_3_END_PROCESSING AHCYL1 APLP1 APP BARD1 CDC73 CDK9 CLP1 CPSF1 CPSF2 CPSF3 CPSF6 CPSF7 CSTF1 CSTF2 CSTF2T CSTF3 DHX36 GRSF1 LEO1 LSM10 LSM11 MBLAC1 MTPAP NCBP1 NCBP2 NUDT21 PABPC1 PAF1 PAPOLA PAPOLB PAPOLG PCF11 POLR2D RPRD1A RPRD1B RPRD2 SCAF8 SLBP SSU72 SSU72L1 SSU72L2 SSU72L3 SSU72L4 SSU72L5 SSU72L6 SYMPK TENT2 TENT4B TUT1 VIRMA WDR33 YTHDC1 ZC3H14 ZC3H3 ZFP36L1 ZNF473 GOBP_MRNA_3_END_PROCESSING_BY_STEM_LOOP_BINDING_AND_CLEAVAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MRNA_3_END_PROCESSING_BY_STEM_LOOP_BINDING_AND_CLEAVAGE CPSF2 CPSF3 LSM10 LSM11 SLBP ZNF473 GOBP_MRNA_3_SPLICE_SITE_RECOGNITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MRNA_3_SPLICE_SITE_RECOGNITION ISY1 SF1 SF3A1 SF3A2 SF3A3 SLU7 GOBP_MRNA_5_SPLICE_SITE_RECOGNITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MRNA_5_SPLICE_SITE_RECOGNITION PRPF39 PSIP1 RNU1-4 RNU11 RNU4ATAC RNU6ATAC RNVU1-1 RNVU1-14 RNVU1-15 RNVU1-17 RNVU1-19 RNVU1-2A RNVU1-3 RNVU1-4 RNVU1-6 RNVU1-7 RNVU1-8 SFSWAP SNRPC SRSF1 SRSF12 TAF12-DT WEE2-AS1 GOBP_MRNA_ALTERNATIVE_POLYADENYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MRNA_ALTERNATIVE_POLYADENYLATION CPSF6 CPSF7 NUDT21 VIRMA YTHDC1 GOBP_MRNA_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MRNA_CATABOLIC_PROCESS A1CF AGO1 AGO2 AGO3 AGO4 AKT1 ALKBH5 ANGEL2 APEX1 APOBEC1 ATM AXIN2 BOLL BTG2 CACNG7 CALCR CAPRIN1 CARHSP1 CASC3 CELF1 CIRBP CNOT1 CNOT10 CNOT11 CNOT2 CNOT3 CNOT4 CNOT6 CNOT6L CNOT7 CNOT8 CNOT9 CPEB3 CSDC2 CSDE1 CTIF DAZ1 DAZ2 DAZ3 DAZ4 DAZL DCP1A DCP1B DCP2 DCPS DDX5 DHX34 DHX36 DHX9 DIS3 DIS3L2 DND1 DXO E2F1 EDC3 EDC4 EIF3E EIF4A3 EIF4ENIF1 ELAVL1 ELAVL4 ERI1 ERN1 ETF1 EXOSC10 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 FASTK FASTKD1 FASTKD2 FASTKD3 FASTKD5 FMR1 FTO FUS FXR1 FXR2 GDNF GIGYF2 GSPT1 GSPT2 GTPBP1 HBS1L HNRNPA0 HNRNPAB HNRNPC HNRNPD HNRNPR HNRNPU HSPA1A HSPA1B IGF2BP1 IGF2BP2 IGF2BP3 IKBKE IREB2 KHSRP LARP1 LARP1B LARP4B LSM1 LSM2 LSM4 LSM5 LSM6 LSM7 MAGOH MAGOHB MAPK14 MAPKAPK2 MEIOC METTL14 METTL16 METTL3 MEX3D MIR1-1 MIR100 MIR103B1 MIR106A MIR125A MIR125B1 MIR128-1 MIR130A MIR133A1 MIR135B MIR137 MIR140 MIR145 MIR146A MIR149 MIR151A MIR181A2 MIR185 MIR18A MIR190B MIR191 MIR192 MIR195 MIR206 MIR20A MIR210 MIR212 MIR214 MIR223 MIR23A MIR24-1 MIR26B MIR27A MIR302A MIR302C MIR30B MIR326 MIR342 MIR373 MIR423 MIR4286 MIR485 MIR486-1 MIR491 MIR497 MIR517A MIR517C MIR520C MIR543 MIR562 MIR564 MIR608 MIR625 MIR655 MIR663A MIR665 MIR885 MIR9-1 MIR93 MIR96 MIR98 MIRLET7A1 MIRLET7B MIRLET7E MLH1 MOV10 MRTO4 MTPAP MYD88 NANOS1 NANOS2 NANOS3 NBAS NBDY NCBP1 NCBP2 NOCT NPM1 NRDE2 NT5C3B NUDT12 NUDT16 NUDT16L1 PABPC1 PABPC4 PABPN1L PAIP1 PAN2 PAN3 PARN PATL1 PATL2 PCBP4 PCID2 PDE12 PELO PKP1 PKP3 PLEKHN1 PNLDC1 PNPT1 PNRC1 PNRC2 POLR2G PRKCA PRKCD PRR5L PUM1 PUM2 PYM1 RBM10 RBM24 RBM46 RBM47 RBM8A RC3H1 RC3H2 RIDA RNASEL RNH1 RNPS1 ROCK1 ROCK2 SAMD4A SAMD4B SCGB1A1 SECISBP2 SERBP1 SKIC2 SKIC3 SKIC8 SLC11A1 SLFN14 SMG1 SMG5 SMG6 SMG7 SMG8 SMG9 SND1 SSB SUPV3L1 SYNCRIP TAF15 TARDBP TBRG4 TENT2 TENT4A TENT4B TENT5A TENT5B TENT5C TENT5D THRAP3 TIRAP TNKS1BP1 TNRC6A TNRC6B TNRC6C TOB1 TRAF2 TRAF3IP2 TRAF5 TRIM71 TTC5 TUT1 TUT4 TUT7 UPF1 UPF2 UPF3A UPF3B VIM VIP XRN1 XRN2 YBX1 YBX3 YTHDF1 YTHDF2 YTHDF3 ZAR1 ZC3H12A ZC3H12D ZC3H14 ZC3HAV1 ZCCHC7 ZFP36 ZFP36L1 ZFP36L2 ZHX2 GOBP_MRNA_CIS_SPLICING_VIA_SPLICEOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MRNA_CIS_SPLICING_VIA_SPLICEOSOME C9orf78 CACTIN CLNS1A CWC15 DCPS DDX23 NCBP2 NCBP2L PRPF39 PRPF40A PRPF40B PRPF4B PSIP1 RBM17 RBM22 RNU1-4 RNU11 RNU4ATAC RNU6ATAC RNVU1-1 RNVU1-14 RNVU1-15 RNVU1-17 RNVU1-19 RNVU1-2A RNVU1-3 RNVU1-4 RNVU1-6 RNVU1-7 RNVU1-8 SART1 SDE2 SF3A1 SFSWAP SNRNP200 SNRPC SRSF1 SRSF12 TAF12-DT WBP4 WEE2-AS1 GOBP_MRNA_EXPORT_FROM_NUCLEUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MRNA_EXPORT_FROM_NUCLEUS AGFG1 AKAP8L ALKBH5 ALYREF C12orf50 CASC3 CHTOP DDX19A DDX19B DDX25 DDX39A DDX39B EIF4A3 ENY2 FMR1 FYTTD1 GLE1 HHEX HNRNPA2B1 IWS1 MAGOH MAGOHB MCM3AP NCBP1 NCBP2 NCBP3 NSUN2 NUP107 NUP133 NUP155 NUP160 NUP214 NUP85 NUP88 NUP93 NXF1 NXF2 NXF2B NXF3 NXF5 NXT1 NXT2 PABPN1 PCID2 POLDIP3 RAE1 RBM15B RBM8A SARNP SETD2 SMG1 SMG5 SMG6 SMG7 SRSF3 SUPT6H THOC1 THOC2 THOC3 THOC5 THOC6 THOC7 TPR UPF1 UPF2 WNK1 XPO1 YTHDC1 ZC3H11A ZC3H11B GOBP_MRNA_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MRNA_METABOLIC_PROCESS A1CF AAR2 ACIN1 ADAR ADARB1 ADARB2 AFF2 AGO1 AGO2 AGO3 AGO4 AHCYL1 AICDA AKAP17A AKAP8L AKT1 ALKBH5 ALYREF ANGEL2 ANXA2 AP3B1 APEX1 APLP1 APOBEC1 APOBEC2 APOBEC4 APP AQR ARL6IP4 ARMC7 ARVCF ATF2 ATF4 ATM ATXN2L AXIN2 BAG4 BARD1 BCAS2 BOLL BRDT BTG2 BUD13 BUD31 C1QBP C5AR1 C9orf78 CACNG7 CACTIN CALCR CAPRIN1 CARHSP1 CASC3 CBLL1 CCAR2 CD2BP2 CDC40 CDC5L CDC73 CDK11A CDK11B CDK12 CDK13 CDK9 CEBPG CELF1 CELF2 CELF3 CELF4 CELF5 CELF6 CENATAC CHD8 CIR1 CIRBP CLASRP CLNS1A CLP1 CMTR1 CMTR2 CNOT1 CNOT10 CNOT11 CNOT2 CNOT3 CNOT4 CNOT6 CNOT6L CNOT7 CNOT8 CNOT9 COIL CPEB1 CPEB3 CPSF1 CPSF2 CPSF3 CPSF4 CPSF6 CPSF7 CREB1 CRIPT CRNKL1 CSDC2 CSDE1 CSTF1 CSTF2 CSTF2T CSTF3 CTIF CTNNBL1 CWC15 CWC22 CWC25 CWC27 CWF19L1 CWF19L2 DAZ1 DAZ2 DAZ3 DAZ4 DAZAP1 DAZL DBR1 DCP1A DCP1B DCP2 DCPS DDX1 DDX17 DDX20 DDX23 DDX39A DDX39B DDX41 DDX46 DDX47 DDX5 DHX15 DHX16 DHX34 DHX35 DHX36 DHX38 DHX8 DHX9 DIS3 DIS3L2 DKC1 DNAJB11 DNAJC17 DND1 DUS3L DXO DYRK1A E2F1 ECD EDC3 EDC4 EFTUD2 EIF3E EIF4A3 EIF4ENIF1 ELAVL1 ELAVL4 EPAS1 EREG ERI1 ERN1 ERN2 ESRP1 ESRP2 ESS2 ETF1 EXOSC10 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 FAM172A FAM50A FASTK FASTKD1 FASTKD2 FASTKD3 FASTKD5 FIP1L1 FLNA FMR1 FOXE3 FRA10AC1 FRG1 FTO FUS FXR1 FXR2 GCFC2 GDNF GEMIN2 GEMIN4 GEMIN5 GEMIN6 GEMIN7 GEMIN8 GIGYF2 GPATCH1 GPKOW GRSF1 GSPT1 GSPT2 GTPBP1 H2AB1 H2AB2 H2AB3 HABP4 HBS1L HIPK3 HLTF HMX2 HNRNPA0 HNRNPA1 HNRNPA1L2 HNRNPA1L3 HNRNPA2B1 HNRNPA3 HNRNPAB HNRNPC HNRNPD HNRNPF HNRNPH1 HNRNPH3 HNRNPK HNRNPL HNRNPLL HNRNPM HNRNPR HNRNPU HOXB-AS3 HSF1 HSPA1A HSPA1B HSPA8 HTATSF1 IGF2BP1 IGF2BP2 IGF2BP3 IK IKBKE IREB2 ISY1 IWS1 JMJD6 KDM1A KHDC4 KHDRBS1 KHDRBS2 KHDRBS3 KHSRP KIN LARP1 LARP1B LARP4B LARP7 LEO1 LGALS3 LSM1 LSM10 LSM11 LSM2 LSM3 LSM4 LSM5 LSM6 LSM7 LSM8 LUC7L LUC7L2 LUC7L3 MAGOH MAGOHB MAPK14 MAPKAPK2 MBLAC1 MBNL1 MBNL2 MBNL3 MED1 MEIOC METTL14 METTL16 METTL3 METTL4 METTL7A METTL8 MEX3D MFAP1 MIR1-1 MIR100 MIR103B1 MIR106A MIR125A MIR125B1 MIR128-1 MIR130A MIR133A1 MIR135B MIR137 MIR140 MIR145 MIR146A MIR149 MIR151A MIR181A2 MIR185 MIR18A MIR190B MIR191 MIR192 MIR195 MIR206 MIR20A MIR210 MIR212 MIR214 MIR223 MIR23A MIR24-1 MIR26B MIR27A MIR302A MIR302C MIR30B MIR326 MIR342 MIR373 MIR423 MIR4286 MIR485 MIR486-1 MIR491 MIR497 MIR517A MIR517C MIR520C MIR543 MIR562 MIR564 MIR608 MIR625 MIR655 MIR663A MIR665 MIR885 MIR9-1 MIR93 MIR96 MIR98 MIRLET7A1 MIRLET7B MIRLET7E MLH1 MOV10 MRTO4 MTPAP MTREX MYD88 MYOD1 NANOS1 NANOS2 NANOS3 NBAS NBDY NCBP1 NCBP2 NCBP2L NCBP3 NCL NCOA1 NCOA2 NFKBIZ NOCT NOL3 NONO NOVA1 NOVA2 NPM1 NR1H2 NR1H3 NRDE2 NSRP1 NSUN2 NT5C3B NUDT12 NUDT16 NUDT16L1 NUDT21 NUP98 OVAAL PABPC1 PABPC3 PABPC4 PABPN1 PABPN1L PAF1 PAIP1 PAN2 PAN3 PAPOLA PAPOLB PAPOLG PARN PATL1 PATL2 PAXBP1 PCBP2 PCBP3 PCBP4 PCF11 PCID2 PCIF1 PDE12 PELO PHF5A PKP1 PKP3 PLEKHN1 PLRG1 PNLDC1 PNN PNPT1 PNRC1 PNRC2 POLR2D POLR2G PPARG PPARGC1A PPIE PPIH PPIL1 PPIL2 PPIL3 PPP1R8 PPP4R2 PPWD1 PQBP1 PRDX6 PRKACA PRKCA PRKCD PRKRIP1 PRMT5 PRMT7 PRMT9 PRPF18 PRPF19 PRPF3 PRPF31 PRPF38A PRPF38B PRPF39 PRPF4 PRPF40A PRPF40B PRPF4B PRPF6 PRPF8 PRR5L PSIP1 PTBP1 PTBP2 PTBP3 PTCD2 PUF60 PUM1 PUM2 PUS1 PUS3 PUS7 PUS7L PYM1 QKI RALY RAMAC RAMACL RARA RBBP6 RBFOX1 RBFOX2 RBFOX3 RBM10 RBM11 RBM14 RBM15 RBM15B RBM17 RBM19 RBM20 RBM22 RBM23 RBM24 RBM25 RBM26 RBM27 RBM28 RBM3 RBM38 RBM39 RBM4 RBM41 RBM42 RBM44 RBM46 RBM47 RBM48 RBM4B RBM5 RBM6 RBM7 RBM8A RBMX RBMX2 RBMXL1 RBMXL2 RBMXL3 RBMY1A1 RBMY1B RBMY1D RBMY1E RBMY1F RBMY1J RC3H1 RC3H2 REST RIDA RNASEL RNF113A RNGTT RNH1 RNMT RNPC3 RNPS1 RNU1-4 RNU11 RNU2-1 RNU4-1 RNU4-2 RNU4ATAC RNU5A-1 RNU5B-1 RNU5D-1 RNU5E-1 RNU5F-1 RNU6-1 RNU6-7 RNU6-9 RNU6ATAC RNVU1-1 RNVU1-14 RNVU1-15 RNVU1-17 RNVU1-19 RNVU1-2A RNVU1-3 RNVU1-4 RNVU1-6 RNVU1-7 RNVU1-8 ROCK1 ROCK2 RPRD1A RPRD1B RPRD2 RPUSD2 RPUSD3 RPUSD4 RRP1B RSRC1 RSRP1 RXRA RXRB S100A10 SAFB SAFB2 SAMD4A SAMD4B SAP18 SART1 SART3 SCAF1 SCAF11 SCAF8 SCGB1A1 SCNM1 SDE2 SECISBP2 SERBP1 SETX SF1 SF3A1 SF3A2 SF3A3 SF3B1 SF3B2 SF3B3 SF3B4 SF3B5 SF3B6 SFPQ SFSWAP SKIC2 SKIC3 SKIC8 SLBP SLC11A1 SLC39A5 SLFN14 SLTM SLU7 SMG1 SMG5 SMG6 SMG7 SMG8 SMG9 SMN1 SMN2 SMNDC1 SMU1 SND1 SNIP1 SNRNP200 SNRNP25 SNRNP27 SNRNP35 SNRNP40 SNRNP48 SNRNP70 SNRPA SNRPA1 SNRPB SNRPB2 SNRPC SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SNRPGP15 SNRPN SNU13 SNW1 SON SREBF1 SREK1 SREK1IP1 SRPK1 SRPK2 SRPK3 SRRM1 SRRM2 SRRM4 SRRT SRSF1 SRSF10 SRSF11 SRSF12 SRSF2 SRSF3 SRSF4 SRSF5 SRSF6 SRSF7 SRSF8 SRSF9 SSB SSU72 SSU72L1 SSU72L2 SSU72L3 SSU72L4 SSU72L5 SSU72L6 STAT3 STH STRAP SUGP1 SUGP2 SUPT6H SUPV3L1 SYF2 SYMPK SYNCRIP TAF1 TAF10 TAF11 TAF12 TAF12-DT TAF13 TAF15 TAF2 TAF3 TAF4 TAF4B TAF5 TAF6 TAF7 TAF8 TAF9 TARDBP TBP TBRG4 TCERG1 TENT2 TENT4A TENT4B TENT5A TENT5B TENT5C TENT5D TFCP2 TFIP11 TGS1 THOC1 THOC2 THOC3 THOC5 THOC6 THOC7 THRAP3 THRB TIA1 TIRAP TNKS1BP1 TNRC6A TNRC6B TNRC6C TOB1 TP53 TRA2A TRA2B TRAF2 TRAF3IP2 TRAF5 TRIM71 TRMT10C TRMT2A TRMT6 TRMT61A TRMT61B TRUB1 TRUB2 TSEN15 TSEN2 TSEN34 TSEN54 TSSC4 TTC5 TTF2 TUT1 TUT4 TUT7 TXNL4A TXNL4B U2AF1 U2AF1L4 U2AF2 UBL5 UPF1 UPF2 UPF3A UPF3B USP39 USP4 USP49 VDR VIM VIP VIRMA WBP11 WBP4 WDR33 WDR77 WDR83 WEE2-AS1 WTAP XAB2 XRN1 XRN2 YBX1 YBX3 YJU2 YJU2B YTHDC1 YTHDF1 YTHDF2 YTHDF3 ZAR1 ZBTB1 ZBTB7A ZC3H12A ZC3H12D ZC3H13 ZC3H14 ZC3H3 ZC3HAV1 ZCCHC7 ZCCHC8 ZCRB1 ZFP36 ZFP36L1 ZFP36L2 ZHX2 ZIC3 ZMAT2 ZMAT5 ZNF326 ZNF473 ZNF830 ZPR1 ZRANB2 ZRSR2 ZRSR2P1 GOBP_MRNA_METHYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MRNA_METHYLATION CBLL1 CMTR1 CMTR2 METTL14 METTL16 METTL3 METTL4 METTL7A METTL8 NSUN2 PCIF1 TRMT10C TRMT6 TRMT61A TRMT61B VIRMA WTAP ZC3H13 GOBP_MRNA_MODIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MRNA_MODIFICATION A1CF APOBEC1 APOBEC2 BAG4 CBLL1 CMTR1 CMTR2 DKC1 DNAJB11 HNRNPAB METTL14 METTL16 METTL3 METTL4 METTL7A METTL8 NSUN2 PCIF1 PUS1 PUS3 PUS7 PUS7L RPUSD2 RPUSD4 TRMT10C TRMT6 TRMT61A TRMT61B TRUB1 TRUB2 VIRMA WTAP ZC3H13 GOBP_MRNA_POLYADENYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MRNA_POLYADENYLATION AHCYL1 APP CDC73 CLP1 CPSF1 CPSF2 CPSF3 GRSF1 LEO1 MTPAP NUDT21 PABPC1 PAF1 PAPOLA PAPOLB PAPOLG PCF11 SCAF8 SSU72 SSU72L1 SSU72L2 SSU72L3 SSU72L4 SSU72L5 SSU72L6 SYMPK TENT2 TENT4B TUT1 WDR33 GOBP_MRNA_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MRNA_PROCESSING A1CF AAR2 ACIN1 ADAR ADARB1 ADARB2 AFF2 AHCYL1 AICDA AKAP17A AKAP8L ALKBH5 ALYREF APLP1 APOBEC1 APOBEC2 APOBEC4 APP AQR ARL6IP4 ARMC7 ARVCF BARD1 BCAS2 BRDT BUD13 BUD31 C1QBP C9orf78 CACTIN CASC3 CCAR2 CD2BP2 CDC40 CDC5L CDC73 CDK11A CDK11B CDK12 CDK13 CDK9 CELF1 CELF2 CELF3 CELF4 CELF5 CELF6 CENATAC CHD8 CIR1 CIRBP CLASRP CLNS1A CLP1 CMTR1 CMTR2 CNOT6L COIL CPEB1 CPSF1 CPSF2 CPSF3 CPSF4 CPSF6 CPSF7 CRIPT CRNKL1 CSDC2 CSTF1 CSTF2 CSTF2T CSTF3 CTNNBL1 CWC15 CWC22 CWC25 CWC27 CWF19L1 CWF19L2 DAZAP1 DBR1 DCPS DDX1 DDX17 DDX20 DDX23 DDX39A DDX39B DDX41 DDX46 DDX47 DDX5 DHX15 DHX16 DHX35 DHX36 DHX38 DHX8 DHX9 DNAJC17 DUS3L DYRK1A ECD EFTUD2 EIF4A3 ELAVL4 ERN1 ERN2 ESRP1 ESRP2 ESS2 FAM172A FAM50A FASTKD5 FIP1L1 FMR1 FRA10AC1 FRG1 FXR1 FXR2 GCFC2 GEMIN2 GEMIN4 GEMIN5 GEMIN6 GEMIN7 GEMIN8 GPATCH1 GPKOW GRSF1 H2AB1 H2AB2 H2AB3 HABP4 HMX2 HNRNPA0 HNRNPA1 HNRNPA1L2 HNRNPA1L3 HNRNPA2B1 HNRNPA3 HNRNPC HNRNPF HNRNPH1 HNRNPH3 HNRNPK HNRNPL HNRNPLL HNRNPM HNRNPR HNRNPU HOXB-AS3 HSF1 HSPA8 HTATSF1 IK ISY1 IWS1 JMJD6 KDM1A KHDC4 KHDRBS1 KHDRBS2 KHDRBS3 KHSRP KIN LARP7 LEO1 LGALS3 LSM1 LSM10 LSM11 LSM2 LSM3 LSM4 LSM5 LSM6 LSM7 LSM8 LUC7L LUC7L2 LUC7L3 MAGOH MAGOHB MBLAC1 MBNL1 MBNL2 MBNL3 METTL14 METTL16 METTL3 MFAP1 MTPAP MTREX MYOD1 NBDY NCBP1 NCBP2 NCBP2L NCBP3 NCL NOL3 NONO NOVA1 NOVA2 NPM1 NRDE2 NSRP1 NUDT21 NUP98 OVAAL PABPC1 PABPN1 PAF1 PAN2 PAN3 PAPOLA PAPOLB PAPOLG PAXBP1 PCBP4 PCF11 PDE12 PHF5A PLRG1 PNN PNPT1 POLR2D PPARGC1A PPIE PPIH PPIL1 PPIL2 PPIL3 PPP1R8 PPP4R2 PPWD1 PQBP1 PRDX6 PRKACA PRKRIP1 PRMT5 PRMT7 PRMT9 PRPF18 PRPF19 PRPF3 PRPF31 PRPF38A PRPF38B PRPF39 PRPF4 PRPF40A PRPF40B PRPF4B PRPF6 PRPF8 PSIP1 PTBP1 PTBP2 PTBP3 PTCD2 PUF60 PUS1 PUS7 PUS7L QKI RALY RAMAC RAMACL RBBP6 RBFOX1 RBFOX2 RBFOX3 RBM10 RBM11 RBM14 RBM15 RBM15B RBM17 RBM19 RBM20 RBM22 RBM23 RBM24 RBM25 RBM26 RBM27 RBM28 RBM3 RBM38 RBM39 RBM4 RBM41 RBM42 RBM44 RBM47 RBM48 RBM4B RBM5 RBM6 RBM7 RBM8A RBMX RBMX2 RBMXL1 RBMXL2 RBMXL3 RBMY1A1 RBMY1B RBMY1D RBMY1E RBMY1F RBMY1J REST RNASEL RNF113A RNGTT RNMT RNPC3 RNPS1 RNU1-4 RNU11 RNU2-1 RNU4-1 RNU4-2 RNU4ATAC RNU5A-1 RNU5B-1 RNU5D-1 RNU5E-1 RNU5F-1 RNU6-1 RNU6-7 RNU6-9 RNU6ATAC RNVU1-1 RNVU1-14 RNVU1-15 RNVU1-17 RNVU1-19 RNVU1-2A RNVU1-3 RNVU1-4 RNVU1-6 RNVU1-7 RNVU1-8 RPRD1A RPRD1B RPRD2 RPUSD2 RPUSD3 RPUSD4 RRP1B RSRC1 RSRP1 SAFB SAFB2 SAP18 SART1 SART3 SCAF1 SCAF11 SCAF8 SCNM1 SDE2 SETX SF1 SF3A1 SF3A2 SF3A3 SF3B1 SF3B2 SF3B3 SF3B4 SF3B5 SF3B6 SFPQ SFSWAP SLBP SLC39A5 SLTM SLU7 SMN1 SMN2 SMNDC1 SMU1 SNIP1 SNRNP200 SNRNP25 SNRNP27 SNRNP35 SNRNP40 SNRNP48 SNRNP70 SNRPA SNRPA1 SNRPB SNRPB2 SNRPC SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SNRPGP15 SNRPN SNU13 SNW1 SON SREK1 SREK1IP1 SRPK1 SRPK2 SRPK3 SRRM1 SRRM2 SRRM4 SRRT SRSF1 SRSF10 SRSF11 SRSF12 SRSF2 SRSF3 SRSF4 SRSF5 SRSF6 SRSF7 SRSF8 SRSF9 SSU72 SSU72L1 SSU72L2 SSU72L3 SSU72L4 SSU72L5 SSU72L6 STH STRAP SUGP1 SUGP2 SUPT6H SYF2 SYMPK SYNCRIP TAF12-DT TARDBP TBRG4 TCERG1 TENT2 TENT4A TENT4B TFIP11 TGS1 THOC1 THOC2 THOC3 THOC5 THOC6 THOC7 THRAP3 TIA1 TRA2A TRA2B TRMT2A TRUB1 TRUB2 TSEN15 TSEN2 TSEN34 TSEN54 TSSC4 TTF2 TUT1 TXNL4A TXNL4B U2AF1 U2AF1L4 U2AF2 UBL5 USP39 USP4 USP49 VIRMA WBP11 WBP4 WDR33 WDR77 WDR83 WEE2-AS1 WTAP XAB2 XRN2 YBX1 YJU2 YJU2B YTHDC1 ZBTB7A ZC3H13 ZC3H14 ZC3H3 ZCCHC8 ZCRB1 ZFP36L1 ZMAT2 ZMAT5 ZNF326 ZNF473 ZNF830 ZPR1 ZRANB2 ZRSR2 ZRSR2P1 GOBP_MRNA_PSEUDOURIDINE_SYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MRNA_PSEUDOURIDINE_SYNTHESIS DKC1 PUS1 PUS3 PUS7 PUS7L RPUSD2 RPUSD4 TRUB1 TRUB2 GOBP_MRNA_SPLICE_SITE_RECOGNITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MRNA_SPLICE_SITE_RECOGNITION CELF1 CELF2 CELF3 CELF4 CELF5 CELF6 ISY1 KHDC4 LUC7L LUC7L2 LUC7L3 NOL3 PRPF39 PSIP1 PTBP2 PUF60 RNU1-4 RNU11 RNU4ATAC RNU6ATAC RNVU1-1 RNVU1-14 RNVU1-15 RNVU1-17 RNVU1-19 RNVU1-2A RNVU1-3 RNVU1-4 RNVU1-6 RNVU1-7 RNVU1-8 SETX SF1 SF3A1 SF3A2 SF3A3 SFSWAP SLU7 SNRPC SRSF1 SRSF10 SRSF12 SRSF5 SRSF6 SRSF9 TAF12-DT WEE2-AS1 YTHDC1 GOBP_MRNA_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MRNA_TRANSCRIPTION ANXA2 AP3B1 ATF2 ATF4 C5AR1 CREB1 DDX5 EPAS1 EREG FLNA FOXE3 HIPK3 HLTF MED1 NCBP1 NCBP2 NCBP3 NCOA1 NCOA2 NFKBIZ NR1H2 NR1H3 PPARG RARA RXRA RXRB S100A10 SREBF1 STAT3 TAF1 TAF10 TAF11 TAF12 TAF13 TAF2 TAF3 TAF4 TAF4B TAF5 TAF6 TAF7 TAF8 TAF9 TBP TFCP2 THRB TP53 VDR ZBTB1 ZIC3 GOBP_MRNA_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MRNA_TRANSPORT AAAS AGFG1 AHCTF1 AKAP8L ALKBH5 ALYREF ARC BICD2 C12orf50 CASC3 CETN2 CETN3 CHTOP DDX19A DDX19B DDX25 DDX39A DDX39B DHX9 EIF4A3 ENY2 FMR1 FYTTD1 G3BP2 GLE1 HHEX HNRNPA1 HNRNPA1L2 HNRNPA2B1 HSF1 IGF2BP1 IGF2BP2 IGF2BP3 IWS1 KHSRP KIF5C LRPPRC LUZP4 MAGOH MAGOHB MCM3AP MVP MX2 NCBP1 NCBP2 NCBP3 NDC1 NPIPA1 NSUN2 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 NUTF2 NXF1 NXF2 NXF2B NXF3 NXF5 NXT1 NXT2 PABPN1 PARP11 PCID2 PEG10 POLDIP3 POM121 POM121B POM121C QKI RAE1 RANBP17 RANBP2 RBM15B RBM8A SARNP SEC13 SEH1L SENP2 SETD2 SLBP SMG1 SMG5 SMG6 SMG7 SRSF1 SRSF3 SRSF7 SUPT6H THOC1 THOC2 THOC3 THOC5 THOC6 THOC7 TNKS TPR UPF1 UPF2 UPF3A UPF3B WNK1 XPO1 YTHDC1 ZC3H11A ZC3H11B ZC3H3 ZFP36 ZFP36L1 GOBP_MUCOCILIARY_CLEARANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MUCOCILIARY_CLEARANCE CFAP221 CFAP43 CFAP54 DNAH9 NEK10 ODAD4 SPAG16 TTLL1 GOBP_MUCOPOLYSACCHARIDE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MUCOPOLYSACCHARIDE_METABOLIC_PROCESS ABCC5 ANGPT1 AP2A1 B3GALT6 B3GNT2 B3GNT3 B3GNT4 B3GNT7 B4GALT4 B4GAT1 BPNT2 CD44 CEMIP CEMIP2 CHPF CHPF2 CHST1 CHST11 CHST12 CHST13 CHST14 CHST15 CHST2 CHST3 CHST5 CHST6 CHST7 CHST9 CHSY1 CHSY3 CLTC CSGALNACT1 CSGALNACT2 DSE DSEL EDNRA EDNRB EGF EXT1 EXT2 FGF2 GLB1 GLCE GNS GUSB HAS1 HAS2 HAS3 HEXA HEXB HMMR HPSE HS2ST1 HYAL1 HYAL2 HYAL3 HYAL4 IDS IDUA IL1B ITIH1 ITIH2 ITIH3 ITIH4 ITIH5 ITIH6 LYVE1 NAGLU NDNF NDST1 NDST2 NDST3 NDST4 NFKB1 PDGFB SLC10A7 SLC35B2 SLC35D2 SMPD3 SPAM1 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST3GAL6 STAB2 TGFB1 TNFAIP6 UGDH UST XYLT1 XYLT2 GOBP_MUCOSA_ASSOCIATED_LYMPHOID_TISSUE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MUCOSA_ASSOCIATED_LYMPHOID_TISSUE_DEVELOPMENT ADA ARTN CACNB4 FOXL1 NKX2-3 RET STAT5B TOX GOBP_MUCUS_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MUCUS_SECRETION ADA ADORA1 AGR2 ALOX12B ANO1 ATG5 CYBA FOSL2 HTR4 MUC2 NLRP6 P2RY2 PRKCE SCNN1B TRAF3IP2 VAMP2 VAMP3 VAMP8 GOBP_MULTICELLULAR_ORGANISMAL_LEVEL_CHEMICAL_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MULTICELLULAR_ORGANISMAL_LEVEL_CHEMICAL_HOMEOSTASIS ABCA12 ABCA3 ADCY6 ADGRF5 AKAP11 AKR1B1 AQP1 AQP2 AQP3 AQP4 AQP6 ATP6V1B1 AVP B2M BMP6 BPIFA1 BTBD9 CFTR CTNS CTSH CYBRD1 CYP11B2 CYP4A11 CYP4F12 CYP4F2 EIF2AK1 EPAS1 EPB42 EXT1 EXT2 FBXL5 FECH HAMP HAS2 HFE HJV HMOX1 HYAL2 INPP5K IREB2 ITGB6 KDR LIPA LPCAT1 MBL2 MLLT6 MYO5B NAGLU NAPSA NEO1 NKIRAS1 NKIRAS2 OAS1 PICALM PRKACA PRKACB PRKACG RCN3 RHAG SCNN1A SCNN1B SCNN1G SFTPD SLC11A1 SLC11A2 SLC40A1 SOD2 TFR2 TMPRSS6 TRPV4 UMOD VEGFA WFS1 GOBP_MULTICELLULAR_ORGANISMAL_LEVEL_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MULTICELLULAR_ORGANISMAL_LEVEL_HOMEOSTASIS ABAT ABCA12 ABCA3 ABCA4 ABCB10 ABCC6 ABCC8 ABHD6 ABL1 ACACA ACACB ACADL ACADVL ACHE ACIN1 ACOT11 ACOT13 ACP5 ACSL1 ACTB ACTG1 ACTN3 ACVR1B ACVR1C ACVR2A ACVR2B ADA ADAM17 ADAM8 ADAMTS5 ADAR ADCY6 ADCYAP1 ADGRF5 ADGRG1 ADGRV1 ADIPOQ ADIPOR1 ADIPOR2 ADORA1 ADRB1 ADRB2 ADRB3 AHSP AIM2 AIPL1 AKAP11 AKR1B1 AKT1 AKT3 ALAS1 ALAS2 ALB ALDH1A1 ALK ALMS1 ALPL AMPD2 ANGPT1 ANKH ANKRD54 ANXA1 AP3B1 APBB2 APC APOE APPL2 AQP1 AQP2 AQP3 AQP4 AQP6 ARHGEF5 ARID4A ARMCX1 ARMCX5-GPRASP2 ARMS2 ARNT ARRDC3 ASXL1 ATF4 ATP1B2 ATP5IF1 ATP6V1B1 AVP AXL AZGP1 B2M BAK1 BAP1 BARD1 BAX BBS1 BBS10 BBS12 BBS2 BBS4 BCL10 BCL2 BCL2L11 BCL6 BCR BGLAP BMAL1 BMP4 BMP6 BMP8A BPGM BPIFA1 BRD1 BSCL2 BTBD9 BTK CALCA CAMLG CARD11 CARD9 CARTPT CASP3 CAV1 CCDC154 CCDC198 CCDC66 CCN2 CCN3 CCNB2 CCR2 CCR4 CCR7 CD34 CD36 CD38 CD74 CDH2 CDH23 CDH3 CDH5 CDHR1 CDIN1 CDK5RAP3 CDK6 CEBPB CEBPG CFLAR CFTR CHMP4B CHST3 CIB2 CIDEA CITED2 CLCN3 CLDN1 CLDN12 CLDN18 CLDN3 CLDN5 CLN8 CLRN1 CMKLR1 CNGB1 CNOT3 CNR1 CNTN2 COL2A1 COL3A1 COMP CORO1A CPT2 CRACD CRB1 CRB2 CRISPLD1 CROCC CRTC1 CRTC3 CSF1 CSF1R CSK CST4 CTNNB1 CTNS CTSH CTSK CUBN CX3CR1 CXADR CXCL6 CXCR2 CXCR4 CYBRD1 CYP11B2 CYP4A11 CYP4F12 CYP4F2 CYTL1 DBH DCSTAMP DDIT3 DECR1 DEF8 DHRS7B DIO2 DLL1 DMD DMTN DNAJA3 DNASE2 DOCK10 DOCK11 DOCK7 DRAM2 DRD1 DRD2 DYNC1H1 DYRK3 EBF2 EDN2 EDNRB EGR1 EHMT1 EIF2AK1 EIF4G1 ELOVL3 ELOVL6 EMCN EMX1 EPAS1 EPB42 EPO ERCC2 ERCC6 ESAM ESRRB ESRRG ETS1 ETV2 EXT1 EXT2 EZH2 F11R F2R FABP4 FABP5 FADD FAM210B FANCC FAS FBXL5 FECH FFAR4 FGF21 FH FLCN FLT3 FLVCR1 FMO1 FMO2 FMO4 FOSL2 FOXA3 FOXC1 FOXC2 FOXN1 FOXO1 FOXO3 FOXP3 FSHB FSTL1 FTO G0S2 G6PD GADD45G GAPT GATA1 GATA2 GATA3 GATM GBA1 GCNT2 GCNT4 GDF15 GDF3 GFRAL GHRL GIGYF2 GJA1 GJB6 GLIS2 GNAS GNAT2 GPAM GPI GPR137 GPR137B GPR15LG GPR174 GPR183 GPR3 GPR55 GPRASP2 GPX1 GRB10 HADH HAMP HAS2 HCAR2 HCLS1 HCRT HDAC3 HEATR3 HFE HIF1A HIPK2 HJV HMGB1 HMGB2 HMOX1 HOXA13 HOXA5 HOXB6 HOXC10 HSCB HSF1 HSPA1A HSPA1B HSPA9 HSPB1 HTR2A HTR4 HYAL2 IAPP ID1 ID2 IGF1R IGF2BP2 IGHA1 IGHA2 IGHG3 IGKC IHH IKZF1 IL10RA IL13 IL15 IL17A IL18 IL18R1 IL1A IL1B IL2 IL20RA IL20RB IL2RA IL4 IL4R IL6 IL7 IL7R ILDR1 ILDR2 INAVA INHA INHBA INPP5D INPP5K IP6K1 IQCB1 IREB2 IRF4 IRX3 ISG15 ITGB1 ITGB3 ITGB6 ITPKB JAK2 JAK3 JAM2 JAM3 JCHAIN JMJD6 KCNQ1 KDM1A KDM3A KDM6B KDR KIT KITLG KLF1 KLF13 KLF2 KLHL10 KMT2A KMT2E KRAS KRT1 KSR2 L3MBTL3 LACRT LAMA2 LAMA4 LAMC1 LAT LCA5 LCN1 LCN2 LDB1 LDB2 LEP LEPR LETMD1 LGALS2 LGALS9 LGR4 LIPA LMO1 LNPEP LPCAT1 LPCAT3 LPIN1 LRRC19 LRRK1 LSR LTBP3 LTF LYAR LYN LYZ MAEA MAFB MAK MAP2K6 MAPK11 MAPK14 MB MBL2 MBP MC3R MC4R MED1 MEF2C MERTK METRNL MEX3C MFAP2 MFHAS1 MFN2 MFSD2A MIF MIR17HG MIR221 MIR222 MIR486-1 MKKS MKS1 MLLT6 MLXIPL MPIG6B MPL MRAP2 MTF1 MTHFD1 MUC13 MUC2 MUC4 MUC6 MYB MYCT1 MYO5B NAGLU NANOS1 NAPEPLD NAPSA NCAPG2 NCDN NCKAP1L NCSTN NDN NDP NEO1 NEUROD1 NF1 NFIB NFKBIZ NKIRAS1 NKIRAS2 NKX2-3 NLE1 NLRP6 NMU NMUR2 NOD2 NOS3 NOTCH1 NOVA1 NOVA2 NOX3 NOX4 NPHP3 NPHP4 NPR3 NR1D1 NR1D2 NR1H2 NR1H3 NR4A3 NRDC NT5E NTSR1 NXNL1 NXNL2 OAS1 OCIAD1 OCIAD2 OCLN OGT OMA1 OPRPN OXT OXTR P2RX4 P2RX7 P4HTM PACS1 PASK PBLD PCDH15 PCSK1N PCTP PDE4B PDGFC PDK4 PECAM1 PEMT PER2 PGAM5 PHOX2B PICALM PIGR PIK3CA PIK3CB PIK3CD PIP PIWIL4 PKN1 PKNOX1 PLA2G10 PLA2G2A PLAC8 PLCL1 PLCL2 PLEKHM1 PM20D1 PMAIP1 POC1B POLB POTEE POTEF POTEI POTEJ PPARD PPARGC1A PPARGC1B PPP1R13L PPP2CA PPP2R1A PPP2R3C PPP3CB PRCP PRDM14 PRDM16 PRDX1 PRDX2 PRICKLE1 PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKACA PRKACB PRKACG PRKCA PRKDC PRLH PRLR PRMT1 PROM1 PRR4 PTBP3 PTGER3 PTGES PTGS2 PTH PTH1R PTH2R PTK2B PTPN11 PTPN2 PWWP2B RAB3D RAB7A RAC2 RAC3 RACGAP1 RAG1 RASAL2 RASSF2 RB1 RBP4 RBPJ RC3H1 RC3H2 RCN3 RCOR1 RDH12 RHAG RHEB RHEX RHO RIPK3 RMI1 RP1 RP1L1 RPE65 RPS14 RPS17 RPS19 RPS24 RPS6 RRN3 RRP8 S1PR1 SART3 SASH3 SCD SCNN1A SCNN1B SCNN1G SCT SCTR SCX SEPTIN4 SERPINA3 SFTPD SFXN1 SFXN5 SGIP1 SH2B2 SH2B3 SH3GL2 SIGLEC15 SIRT1 SIRT6 SIT1 SKIL SLC11A1 SLC11A2 SLC12A2 SLC12A3 SLC15A4 SLC1A1 SLC1A5 SLC22A5 SLC25A25 SLC25A38 SLC25A40 SLC25A44 SLC25A5 SLC27A1 SLC28A2 SLC2A1 SLC35D3 SLC39A3 SLC39A8 SLC40A1 SLC46A2 SLC4A1 SLC4A2 SLC7A11 SLN SMAD5 SMAP1 SMARCA4 SMO SNX10 SOD1 SOD2 SORL1 SOS1 SOS2 SOX4 SOX9 SP3 SPATA7 SPI1 SPNS2 SPP1 SPRR2A SPTA1 SQSTM1 SRC SRF ST6GALNAC1 STAT1 STAT3 STAT5B STAT6 STK11 STK39 STRAP SUV39H1 SYK TAL1 TBL1XR1 TCIRG1 TF TFE3 TFF1 TFF2 TFF3 TFR2 TFRC TGFBR3 THRA TJP1 TJP2 TJP3 TLE3 TLR4 TLR9 TMEM119 TMEM14C TMEM18 TMEM64 TMOD3 TMPRSS6 TNF TNFAIP3 TNFRSF11A TNFRSF11B TNFRSF13B TNFRSF17 TNFSF11 TNFSF13B TNFSF14 TNS2 TP53INP2 TPP1 TRAF3IP2 TRAF6 TRIM10 TRIM32 TRIM58 TRPM2 TRPM8 TRPV1 TRPV2 TRPV4 TSC22D3 TSHR TSKU TSPAN12 TSPO2 TUB TUBA1A TULP1 TWIST1 UBA5 UBAP2L UBASH3B UBB UCP1 UCP2 UFL1 UMOD USH1C USH1G USH2A USP45 VCL VEGFA VGF VHL VPS13B VPS54 VSIG1 VSTM4 WDR37 WDR48 WFS1 WHRN WNK3 WNK4 WNT10B WWTR1 XIAP XKR8 YAP1 YBX2 ZBTB7A ZBTB7B ZC3H8 ZEB2 ZFP36 ZFP36L1 ZFPM1 ZFX ZG16B ZNF16 ZNF251 ZNF423 ZNF516 ZNF675 ZNF830 ZNHIT1 GOBP_MULTICELLULAR_ORGANISMAL_LEVEL_IRON_ION_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MULTICELLULAR_ORGANISMAL_LEVEL_IRON_ION_HOMEOSTASIS B2M BMP6 BTBD9 CYBRD1 EIF2AK1 EPAS1 EPB42 FBXL5 FECH HAMP HFE HJV HMOX1 HYAL2 IREB2 NAGLU NEO1 PICALM RHAG SLC11A1 SLC11A2 SLC40A1 SOD2 TFR2 TMPRSS6 GOBP_MULTICELLULAR_ORGANISMAL_LEVEL_WATER_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MULTICELLULAR_ORGANISMAL_LEVEL_WATER_HOMEOSTASIS ADCY6 AKAP11 AKR1B1 AQP1 AQP2 AQP3 AQP4 AQP6 ATP6V1B1 AVP BPIFA1 CFTR CTNS CYP11B2 CYP4A11 CYP4F12 CYP4F2 EXT1 EXT2 HAS2 HYAL2 INPP5K MLLT6 MYO5B PRKACA PRKACB PRKACG SCNN1A SCNN1B SCNN1G TRPV4 UMOD WFS1 GOBP_MULTICELLULAR_ORGANISMAL_MOVEMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MULTICELLULAR_ORGANISMAL_MOVEMENT ACTN3 ASCL1 ATP2A1 ATP8A2 C12orf57 CASQ1 CAV3 CCDC78 CHRNA1 CHRND CHUK CLN8 COMP DMD DMPK DRD3 GAA GIGYF2 GSTM2 GSTO1 HIPK2 HOMER1 HSP90AA1 ITPR1 JSRP1 KBTBD13 KCNJ2 MAP1A MTOR MYH14 MYH3 MYH7 MYH8 NPPC NR4A1 PRKD1 PVALEF RCSD1 REM1 RPS6KB1 SCN4A SLC8A3 STAC STAC2 STAC3 STRIT1 SYNM TCAP TNF TNNC1 TNNC2 TNNI1 TNNI2 TNNI3 TNNT1 TNNT3 VPS35 VPS54 VTI1A XRCC1 GOBP_MULTICELLULAR_ORGANISMAL_RESPONSE_TO_STRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MULTICELLULAR_ORGANISMAL_RESPONSE_TO_STRESS ADAM11 ADCYAP1R1 ADRA2A ADRB1 AKT1 ALS2 APOE AQP9 ASIC1 ASIC4 ATAT1 ATP1A2 BCL2 BRINP1 CALCA CAPN2 CRHR1 DBH DPP4 DRD1 DRD4 EDNRB EIF4E EIF4G1 EPHB2 EXT1 FBXL20 GABRA5 GCH1 GJA4 GNG7 GRIK2 GRM7 GRP GRPR HCN1 HMGCS2 HTR1A HTR2C IDO1 KIAA0319 LARGE1 LPAR5 LRP11 LYPD1 MAPK8IP2 MDK MECP2 MEF2C MORC1 MTOR NEUROD2 NMUR2 NOS1 NPAS2 NR2E1 NR4A2 NTRK1 P2RX2 P2RX3 P2RX4 PDE8B PENK PIRT PPP3CA PRKAR1B PRKCG PTEN RAG1 RELN RET RPS6KB1 SCN11A SCN3A SCN9A SELENON SLC1A1 SLC6A2 TAC1 TACR1 THBS1 THBS4 TMEM74 TRPA1 TRPV1 TSPO UCN UMOD USP46 VDAC1 VWA1 ZNF212 GOBP_MULTICELLULAR_ORGANISM_GROWTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MULTICELLULAR_ORGANISM_GROWTH ADARB1 ADRB1 ADRB2 ADRB3 AFG3L2 APBA1 APBA2 APP AR ARID5B ATF5 ATM ATN1 ATP8A2 ATRN ATRX BBS2 BBS4 BCL2 CCM2 CDKN1C CELA1 CHD7 CLIC4 COL3A1 COMP CREB1 CSF1 CTC1 DIO3 DRD2 EN1 EP300 ERCC1 ERCC2 ERCC6 ETNK2 EXT1 EZR FKBP8 FLVCR1 FOSL2 FOXS1 FTO FXN G6PC1 GAMT GDF15 GDF5 GH1 GHR GHRH GHRHR GHRL GHSR GIGYF2 GPAM GPAT4 GPR21 GRHL2 H3-3A H3-3B HDAC3 HEG1 HELT HESX1 HOXA5 HTRA2 IGF2 IHH KAT2A KLF2 LARGE1 LGMN MBD5 MFSD2A MKKS MTOR NIPBL NOTCH2 NPPC NPR2 NPY1R ODAD3 PALB2 PEX5 PIK3CA PKDCC PLAC8 PLAG1 PLEC PLEKHA1 PLS1 POU3F2 PPIB PPP1R13L PRICKLE1 PRLH PTCH1 PTPN11 RAI1 RARA RARB RARG RASAL2 RBBP6 RC3H2 RMI1 SCNN1B SELENOM SGPL1 SLC12A5 SLC1A2 SLC25A25 SLC4A10 SLC6A3 SLITRK1 SLITRK6 SMO SMPD3 SOCS2 SOD1 SOS1 SPTBN2 SPTBN4 STAT3 STAT5A STAT5B STC2 STIL STK40 TAF10 TAL2 TBL1XR1 TMED2 TNS2 TP53 TTC8 VIL1 WDR11 WDR48 WDTC1 WWTR1 XRCC2 ZFP36L1 ZFX ZMPSTE24 GOBP_MULTICELLULAR_ORGANISM_REPRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MULTICELLULAR_ORGANISM_REPRODUCTION A2M ABAT ABHD2 ACE ACE2 ACOX1 ACR ACRBP ACRV1 ACSBG2 ACSL4 ACTL7A ACTL9 ACVR1 ACVR2A ADA ADAD1 ADAD2 ADAM18 ADAM2 ADAM28 ADAM29 ADAMTS1 ADAMTS16 ADAMTS2 ADCY10 ADCY7 ADCYAP1R1 ADGB ADGRG2 ADIG ADNP AFF4 AFP AGFG1 AGO4 AGRP AKAP4 AKT1 ALKBH5 AMH ANG ANGPT2 ANKRD49 ANXA1 AP3B1 APOB APOL2 APP AR ARID4A ARID4B ARMC12 ARMC2 ASF1B ASH1L ASIP ASPM ASZ1 ATAT1 ATM ATN1 ATP1A4 ATP2B4 ATRX AURKA AVP AVPR1A AXDND1 AXIN1 AXL AZIN2 B4GALNT1 B4GALT1 BAG6 BAX BBS2 BBS4 BCAP31 BCL2 BCL2L1 BCL2L10 BCL2L11 BCL2L2 BCL6 BIRC3 BMAL1 BMP15 BMP4 BMPR1B BMPR2 BNC1 BOLL BPY2 BPY2B BPY2C BRCA2 BRD2 BRDT BRINP1 BRIP1 BRME1 BSG BSPH1 BTBD18 C14orf39 C16orf92 C2CD6 C3orf62 C9orf24 CA12 CABS1 CABYR CADM1 CALR CALR3 CASP2 CASP3 CATSPER1 CATSPER2 CATSPER3 CATSPER4 CATSPERB CATSPERD CATSPERE CATSPERG CATSPERZ CBS CCDC136 CCDC34 CCDC38 CCDC42 CCDC62 CCDC63 CCDC87 CCIN CCNA1 CCNB1IP1 CCNB2 CCNI CCNY CCR6 CD9 CDC25B CDC25C CDK16 CDKN1C CDY1 CDY1B CDY2A CDY2B CDYL CELF1 CELF3 CELF4 CEP131 CEP57 CETN2 CFAP157 CFAP206 CFAP221 CFAP43 CFAP44 CFAP47 CFAP54 CFAP58 CFAP65 CFAP69 CFAP73 CFAP91 CFAP97 CFAP97D1 CFTR CGA CGB3 CGB7 CHD5 CHRNA7 CIB1 CITED2 CLDN11 CLOCK CNBD2 CNR1 CNTD1 COX7B2 CREB3L4 CREM CRISP1 CRKL CRTAP CSMD1 CSNK2A2 CT55 CTCF CTCFL CTDNEP1 CTNNB1 CTSB CUL4A CXADR CYLC1 CYLC2 CYP1A1 CYP1B1 CYP26B1 CYP27B1 DAZ1 DAZ2 DAZ3 DAZ4 DAZAP1 DAZL DBH DCAF13 DCST1 DCST2 DDB1 DDO DDX20 DDX25 DDX3X DDX3Y DDX4 DEAF1 DEDD DEFB1 DEFB118 DHH DHX36 DIAPH2 DKKL1 DLD DLEC1 DMC1 DMRT1 DMRTA1 DMRTA2 DMRTB1 DMRTC2 DNAH1 DNAJA1 DND1 DNHD1 DNMT3A DNMT3L DPCD DPY19L2 DPY19L2P2 DRC7 DRD1 DRD5 DSG1 DSG2 DUSP13 DZIP1 EDDM3A EDN1 EDNRA EDNRB EFCAB9 EGR1 EHMT2 EIF2S2 EIF4G3 EIF5A2 ELL3 ELSPBP1 EMP2 ENSG00000274276 EPC1 EPOR EQTN ERCC1 EREG ESR1 ETV5 ETV6 FAM209A FAM209B FAM50A FAM9A FAM9B FAM9C FANCA FANCC FANCD2 FANCG FANCL FBXO5 FBXW11 FER FIGLA FIGNL1 FKBP6 FMN2 FNDC3A FOLR1 FOLR2 FOLR3 FOSL1 FOXA3 FOXC1 FOXJ1 FOXJ2 FOXJ3 FOXL2 FREY1 FSHB FSHR FSIP2 FST FUT6 FXR1 FZD4 GABRB1 GAL3ST1 GALNT3 GALNTL5 GAMT GARIN1A GARIN1B GAS2 GDF10 GDF9 GGN GGNBP1 GGNBP2 GGT1 GHRHR GHRL GHSR GJA1 GJA10 GJB2 GJB3 GK2 GLI1 GLIPR1L1 GMCL1 GMCL2 GORASP2 GPR149 GPX4 GTSF1 H1-1 H1-6 H1-7 H1-9P H2AX H2BC1 H3-3A H3-3B HAS2 HAVCR2 HDAC2 HERC2 HERC4 HERPUD2 HEXB HMGB2 HMX3 HOATZ HOOK1 HORMAD1 HOXA10 HOXA11 HOXA9 HPGD HPGDS HROB HSF2 HSF2BP HSPA2 HYAL3 IFT20 IFT25 IFT27 IFT81 IFTAP IGF1 IGF1R IGF2R IHH IHO1 IL1A IMMP2L ING2 INHBA INHBB INPP5B INSL3 IQCF1 IQCG IQCN ITGA3 ITGB1 IZUMO1 IZUMO1R JAG2 JAM2 JAM3 JUNB KASH5 KAT5 KATNAL1 KCTD19 KDM1B KDM2B KDM3A KHDRBS1 KIF18A KISS1 KIT KLC3 KLF1 KLHL10 KLK14 KMT2D KNL1 KPNA6 KRT9 LARGE1 LARP7 LDOC1 LEP LGALS9 LGR4 LGR5 LHCGR LIF LIMK2 LIN28A LLCFC1 LRGUK LRRC8A LRRK2 LYZL4 LYZL6 LZTFL1 M1AP MAEL MAJIN MAK MAP2K6 MAPK8IP2 MARF1 MAS1 MAST2 MASTL MBD2 MCM8 MCM9 MDK MEA1 MED1 MEI4 MEIG1 MEIKIN MEIOB MEIOC MEIOSIN MERTK METTL14 METTL3 MFSD14A MGAT4D MKKS MKRN2 MLH1 MLH3 MMP2 MNS1 MORC1 MORN2 MOV10L1 MROH2B MSH2 MSH4 MSH6 MSTN MTNR1A MTOR MYBL1 MYCBP MYCBPAP NANOS1 NANOS2 NANOS3 NCAPH NCAPH2 NCOA1 NCOR2 NDC1 NDC80 NDN NDP NDRG3 NECTIN2 NEURL1 NHLH2 NKAPL NLRP14 NME5 NME8 NOBOX NODAL NOS3 NOTCH1 NOX5 NPAP1 NPAS1 NPHP1 NPM2 NPPC NPR2 NPY5R NR0B1 NR2C2 NR2F2 NR3C1 NR5A1 NR6A1 NRIP1 NSUN2 OAZ3 OCA2 ODAD3 ODF1 ODF2 ODF3 ODF4 OOSP2 OPRK1 OPRL1 OR7C1 ORC4 OSBP2 OVOL1 OXTR P2RX1 P2RY1 PACRG PAEP PAFAH1B1 PAFAH1B2 PAFAH1B3 PAIP2 PANK2 PANX1 PAQR5 PAQR7 PAQR8 PARN PARP1 PARP11 PARP2 PATZ1 PAX5 PCGF3 PCGF5 PCNA PCSK4 PCYT1B PDE3A PDE5A PDGFRA PDILT PFN4 PGAM2 PGM3 PGR PHC2 PI3 PIAS1 PICK1 PIK3CA PITHD1 PIWIL1 PIWIL2 PIWIL3 PIWIL4 PLA2G3 PLD6 PLEKHA1 PLK1 PLN PMCH PMFBP1 PNLDC1 POU4F2 PPARD PPP1CC PPP1R1B PPP1R9B PPP2R1A PPP3R2 PRDM1 PRDM14 PRDM9 PRDX3 PRDX4 PRKACA PRKACG PRKAG1 PRKG1 PRM1 PRM2 PRM3 PRMT7 PROK2 PRSS21 PRSS37 PRSS42P PSMA8 PSME4 PTAFR PTCH1 PTEN PTGDR2 PTGDS PTGS2 PTK2B PTN PTPN11 PTPRN PTTG1 PTX3 PUM1 PYGO1 PYGO2 QKI RACGAP1 RAD23B RAD51C RAI14 RAN RARA RB1 RBM46 RBMY1B RBX1 REC8 RETN RFX2 RGN RGS2 RHBDD1 RIMBP3 RIMBP3B RIMBP3C RNF114 RNF151 RNF17 RNF2 RNF8 ROBO2 ROPN1 ROPN1B ROPN1L ROS1 RPL10L RPL39L RPS6 RPS6KA2 RPS6KB1 RSPH1 RSPH6A RUVBL1 RXFP2 SBF1 SCAPER SEBOX SELENOF SEMG1 SEMG2 SEPTIN1 SEPTIN12 SEPTIN14 SEPTIN2 SEPTIN4 SEPTIN6 SEPTIN7 SERPINA5 SERPINE2 SERPINF1 SETX SFMBT1 SFRP1 SGPL1 SHB SHCBP1L SHISA6 SIAH1 SIRT1 SIRT2 SIX5 SKIL SLC19A2 SLC22A14 SLC22A16 SLC25A31 SLC26A3 SLC26A6 SLC26A8 SLC2A14 SLC4A2 SLC6A4 SLC9A8 SLC9C1 SLCO4C1 SLIRP SLIT2 SLIT3 SMAD1 SMAD4 SMAD5 SMARCA2 SMCP SNRPA1 SOD1 SOHLH1 SOHLH2 SOS1 SOX17 SOX30 SOX8 SOX9 SP3 SPA17 SPACA1 SPACA3 SPACA5 SPACA5B SPACA6 SPACDR SPAG11B SPAG16 SPAG17 SPAG4 SPAG6 SPAG8 SPAM1 SPANXA1 SPANXA2 SPANXB1 SPATA16 SPATA19 SPATA2 SPATA20 SPATA22 SPATA24 SPATA25 SPATA31A1 SPATA31A3 SPATA31A5 SPATA31A6 SPATA31A7 SPATA31C1 SPATA31C2 SPATA31D1 SPATA31D3 SPATA31D4 SPATA31E1 SPATA32 SPATA46 SPATA48 SPATA5 SPATA6 SPATA6L SPATA9 SPATC1L SPDYA SPEF2 SPEM1 SPEM3 SPESP1 SPIN1 SPIN2A SPIN2B SPIN3 SPIN4 SPINK1 SPINK2 SPIRE1 SPIRE2 SPO11 SPOCD1 SPP1 SPPL2C SRC SRPK1 SSH2 SSTR1 SSTR2 SSTR3 SSX1 STAT5B STAU1 STAU2 STC1 STC2 STK11 STOX2 STRA8 STRBP SUFU SUN1 SUN5 SYCE3 SYCP1 SYCP2 SYCP3 SYNE1 TAC1 TACR1 TAF1L TAF4B TAF7L TAFAZZIN TBATA TBC1D20 TBC1D21 TBP TBPL1 TCF23 TCFL5 TCP11 TCP11X1 TDRD1 TDRD12 TDRD5 TDRD6 TDRD7 TDRD9 TDRKH TDRP TEKT3 TEKT4 TERB2 TESK1 TESK2 TESMIN TEX11 TEX14 TEX15 TEX19 TGFB2 TGFB3 TGFBR1 TH THEG THRA THRB TIAL1 TLE6 TMED2 TMEM119 TMEM203 TMEM95 TMF1 TMPRSS12 TNFAIP6 TNP1 TNP2 TOB2 TOP2A TOPAZ1 TP63 TPGS1 TPPP2 TPPP3 TRIM27 TRIM75 TRIP13 TSGA10 TSNAX TSNAXIP1 TSPAN8 TSPY1 TSPY10 TSPY2 TSPY3 TSPY4 TSPY8 TSPY9 TSSK1B TSSK2 TSSK3 TSSK4 TSSK6 TTC12 TTC21A TTC26 TTK TTLL1 TUBA8 TUBB8 TUT4 TUT7 TXNDC2 TXNDC8 TXNRD3 TYRO3 UBB UBE2B UBE2J1 UBE2Q1 UBR2 UCHL1 UMODL1 UPF3A USP26 USP42 USP9X USP9Y UTP14C VCX VDAC3 VDR VIP VIPAS39 VPS13B VPS54 WASHC5 WDR33 WDR48 WDR77 WEE2 WFDC2 WIPF3 WNT3 WNT4 WT1 XRN2 YBX2 YBX3 YTHDC1 YTHDC2 YTHDF2 YY1 ZAR1 ZAR1L ZBTB16 ZCWPW1 ZDBF2 ZFP41 ZFP57 ZFX ZGLP1 ZMIZ1 ZMYND15 ZNF148 ZNF296 ZNF35 ZNF449 ZNF541 ZNF628 ZNF830 ZP3 ZPBP ZPBP2 ZSCAN2 ZSCAN21 GOBP_MULTINUCLEAR_OSTEOCLAST_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MULTINUCLEAR_OSTEOCLAST_DIFFERENTIATION CD109 CD81 DCSTAMP OCSTAMP SBNO2 SH3PXD2A TCTA TNFRSF11A GOBP_MULTIVESICULAR_BODY_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MULTIVESICULAR_BODY_ORGANIZATION CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP5 CHMP6 CHMP7 HGS IST1 MVB12A PDCD6IP RAB11A RAB27A SNF8 STAM STAM2 TSG101 UBAP1 VPS25 VPS28 VPS36 VPS37A VPS37B VPS37C VPS37D VPS4A VPS4B VTA1 GOBP_MULTIVESICULAR_BODY_SORTING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MULTIVESICULAR_BODY_SORTING_PATHWAY CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 DENND10 EXPH5 HGS LAPTM4B LEPROT LEPROTL1 LYST MITD1 MVB12A PTPN23 RAB27A RAB27B RILP RUBCN SNF8 SORT1 STAM STAM2 SYTL4 TMEM50A TMEM50B TSG101 UBAP1 UBXN6 UVRAG VCP VPS25 VPS28 VPS36 VPS37A VPS37B VPS37C VPS37D VPS4A VPS4B VTA1 GOBP_MULTI_CILIATED_EPITHELIAL_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MULTI_CILIATED_EPITHELIAL_CELL_DIFFERENTIATION CCDC78 CCNO CEP152 CEP63 DEUP1 E2F4 MCIDAS PLK4 TTC8 GOBP_MULTI_MULTICELLULAR_ORGANISM_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MULTI_MULTICELLULAR_ORGANISM_PROCESS A1CF ABCC8 ACE ACE2 ACOD1 ACR ACSL4 ACVR1B ACVR1C ACVR2A ADCY7 ADCYAP1 ADM ADRA2A ADRA2B AGO2 AGRP AKT1 AMBP ANGPT2 APELA APLF APOL2 AR ARHGDIB ASH1L ATP7A AVPR1A B4GALT1 BCL2 BMPR2 BSG C1QBP CAD CALCA CALR CAPN2 CBS CD38 CITED2 CLDN4 CLIC5 CNR1 COL16A1 CORIN CRH CRHBP CRHR1 CSMD1 CTSB CYP1A1 CYP27B1 DAZAP1 DCAF13 DDO DDR1 DEDD DKKL1 DSG1 DSG2 EDDM3A EDN1 EMP2 ENDOU ENSG00000274276 EPN1 EPO EPOR EPYC ESR1 FBLN1 FKBP4 FOS FOSB FOSL1 FSHB FUT7 GHRL GHSR GIP GJA1 GJB2 H3-3A H3-3B HAVCR2 HEXB HFE HMX3 HPGD HSD11B2 HSPG2 HYAL3 IDO1 IGFBP2 IGFBP5 IGFBP7 IHH IL1B INTS1 ITGA2 ITGA3 ITGA5 ITGB3 ITGB4 JUNB KLF1 KLK14 KPNA6 LDOC1 LEP LGALS9 LIF LNPEP MAFF MAGED2 MED1 MIR15B MIR16-1 MIR21 MMP2 MMP9 NDP NODAL NPPA NR2F2 OVGP1 OXTR P2RX1 PAPPA PARP1 PARP2 PCSK5 PGR PITHD1 PLA2G4B PLA2G4C PNOC POLR1B PPARD PPP3R2 PRDM1 PRDM14 PRDX3 PRL PRLHR PRLR PSG1 PSG11 PSG2 PSG3 PSG4 PSG5 PSG6 PSG7 PSG9 PTAFR PTGFR PTGS2 PTHLH PTN PZP RARA RECK RGS2 RLN1 RLN2 RPL29 RXFP1 SCGB1A1 SEMG1 SERPINE2 SLC19A1 SLC2A1 SLC38A1 SLC38A2 SLC38A3 SLC6A4 SMCP SMURF2 SOD1 SP3 SPP1 STAT5B STC1 STC2 STOX2 STS SYDE1 TAC1 TAC3 TACR1 TCF23 TEAD3 TEAD4 TEKT3 TEKT4 TGFB3 THBD TIMP1 TLE6 TMED2 TNP2 TPPP3 TRIM28 TRO UBE2Q1 UBTFL1 UCN UCP2 UMPS UPRT VDR VEGFA VMP1 WNT4 YTHDF3 GOBP_MULTI_PASS_TRANSMEMBRANE_PROTEIN_INSERTION_INTO_ER_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MULTI_PASS_TRANSMEMBRANE_PROTEIN_INSERTION_INTO_ER_MEMBRANE CCDC47 NCLN NOMO1 NOMO2 NOMO3 RAB5IF TMCO1 TMEM147 WDR83OS GOBP_MUSCLE_ADAPTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MUSCLE_ADAPTATION ACTA1 ACTN3 ADCY10 ADRA1A AGT AKAP6 ATP2A2 ATP2B4 BECN1 BMP10 CACNA1S CAMK2B CAMK2D CAMK2G CAMTA2 CASQ1 CAV3 CFLAR CTDP1 CYBA DAG1 EDN1 EZH2 FBXO32 FOXO1 FOXO3 FOXP1 G6PD GATA5 GATA6 GATM GLRX3 GSK3A GSN GTF2IRD1 HAND2 HDAC4 HEY2 HMOX1 IGF1 IGFBP5 IL1B IL6ST INPP5F JARID2 KDM4A KLF15 LMCD1 LMNA MEF2A MIR1-1 MIR133A1 MIR145 MIR17 MIR17HG MIR199A1 MIR199B MIR19A MIR19B1 MIR208A MIR208B MIR20A MIR21 MIR214 MIR25 MIR34B MIR34C MIR499A MLIP MSTN MTPN MYH6 MYH7 MYMK MYOC MYOD1 MYOG MYOZ1 MYOZ2 NFATC1 NOS3 NOTCH1 NPPA NR4A3 P2RX4 PARP1 PARP2 PDE5A PDE9A PI16 PPARA PPARG PPP3CA PRKAG3 PRKCA RGS2 RGS4 ROCK1 ROCK2 RPS6KB1 SCN5A SELENON SGCA SLC9A1 SMAD3 SMAD4 TBCE TCAP TNFRSF1A TNFRSF1B TNNC1 TNNI1 TNNT1 TOMM70 TRIM63 TRPC3 TWF1 YY1 GOBP_MUSCLE_ATROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MUSCLE_ATROPHY ACTN3 CFLAR FOXO3 GATM GSN MSTN MYOG RPS6KB1 TBCE TRIM63 GOBP_MUSCLE_CELL_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MUSCLE_CELL_APOPTOTIC_PROCESS ADCY10 ALOX12 AMBRA1 APAF1 APOH ATF4 ATG5 ATP2A2 BAG3 BMP7 BMPR1A BNIP3 CAMK2A CAMK2D CAPN2 CDKN2A CFLAR CXCR2 DIPK2A DMPK DNMT1 E2F3 EDN1 ENG GATA4 GATA6 GNGT1 GRIA4 HAND2 HEY2 HSF1 HSP90AA1 IFNG IGF1 IGF1R IL12A IL12B JAK2 KIFAP3 LRP6 LTK LYPD3 MAP2K4 MAP3K5 MDK MFN2 MIR1-1 MIR106B MIR133A1 MIR138-1 MIR140 MIR145 MIR16-1 MIR17 MIR195 MIR199A1 MIR19A MIR19B1 MIR20A MIR21 MIR210 MIR24-1 MIR28 MIR30E MIR320A MIR34A MIR92A1 MYOCD NFE2L2 NKX2-5 NUPR1 PAX8 PDCD4 PDE1A PDPK1 POU4F2 PPARG PPP1R10 PTK2B RBM10 RGL2 RPS6KA2 SFRP2 SIRT1 SIRT4 SIRT5 SLC7A5 SMAD4 SOD2 TIGAR TP53 ZC3H12A GOBP_MUSCLE_CELL_CELLULAR_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MUSCLE_CELL_CELLULAR_HOMEOSTASIS ALDOA ANKH BAG3 CAPN3 CAV1 CFL2 CHRNA1 CSRP3 DMD FXN GAA HIF1A LAMP2 LARGE1 LARGE2 LOX MSTN MTM1 PFKM PLN SGCZ SOD1 SRF TRIM32 GOBP_MUSCLE_CELL_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MUSCLE_CELL_DEVELOPMENT ACTA1 ACTC1 ACTG1 ACTL8 ACTN1 ACTN2 ACTN3 ACTN4 ADM ADPRHL1 ADRA1A AFG3L2 AKAP13 AKAP6 ALPK2 ALPK3 ANHX ANK2 ANKRD1 ANKRD23 ASB2 ATG5 ATP2A2 BCL2 BIN1 BIN3 BMP10 BMP4 BMPR1A BVES CACNA1S CACNB4 CAPN3 CASQ1 CAV2 CAV3 CDK1 CFL2 CFLAR CHRNB1 CNTNAP1 COMP CSRP1 CSRP2 CSRP3 CTDP1 CXADR DMD DNER EDN1 EDNRA EFEMP2 ENG FBXO22 FHL2 FHOD3 FLII FLNC FOXP1 G6PD GATA4 GPX1 GSK3A HDAC9 HES1 HEY2 HNRNPU HOMER1 IGF1 ISL1 ITGB1 KDM1A KEL KLHL40 KLHL41 KRT19 KRT8 LARGE1 LDB3 LMNA LMOD1 LMOD2 LMOD3 LOX LRRC10 LRRC27 MAML1 MAP2K4 MEF2A MEGF10 MEIS1 MIR1-1 MIR195 MIR199A1 MIR199B MIR19A MIR19B1 MIR208A MIR23A MIR24-1 MTOR MYF5 MYF6 MYH11 MYH3 MYH6 MYH7 MYL2 MYL9 MYLK3 MYO18B MYOD1 MYOG MYOM2 MYORG MYOZ1 MYOZ2 MYPN NAGLU NEB NEBL NFATC2 NFATC4 NIBAN2 NKX2-5 NKX2-6 NOTCH1 NRAP OBSCN OBSL1 P2RX2 PARP2 PDGFRA PDGFRB PDLIM5 PGM5 PI16 PLEC PPARA PPP3CA PPP3CB PRICKLE1 PRKAR1A PRKD1 PRKG1 PROX1 PTCD2 RAMP2 RCAN1 RGS2 RGS4 RYR1 SDC1 SELENON SGCB SGCD SGCZ SHOX2 SIX1 SIX4 SKI SLC8A1 SMAD4 SMO SMYD3 SORBS2 SPG11 SRF STAC3 SYNPO2L SYPL2 TBX18 TBX3 TBX5 TCAP TMEM182 TMOD1 TMOD2 TMOD3 TMOD4 TNNT1 TNNT2 TNNT3 TOMM70 TPM1 TTN UCHL1 VEGFA WDR1 WFIKKN1 WFIKKN2 WNT10B XK YY1 ZMPSTE24 GOBP_MUSCLE_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MUSCLE_CELL_DIFFERENTIATION ACADM ACTA1 ACTC1 ACTG1 ACTL8 ACTN1 ACTN2 ACTN3 ACTN4 ACVR1 ADAM12 ADAMTS15 ADAMTS5 ADGRB1 ADGRB3 ADM ADPRHL1 ADRA1A AFG3L2 AKAP13 AKAP6 AKIRIN2 AKT1 ALPK2 ALPK3 ANHX ANK2 ANKRD1 ANKRD17 ANKRD23 APLNR ARRB2 ASB2 ASF1A ATG5 ATP11A ATP2A2 AVPR1A BARX2 BCL2 BCL9 BDNF BHLHA15 BHLHE41 BIN1 BIN3 BMP10 BMP2 BMP4 BMPR1A BMPR2 BVES CACNA1H CACNA1S CACNB4 CALR CAMK1 CAPN2 CAPN3 CASP3 CASP7 CASQ1 CAV2 CAV3 CBY1 CCN3 CD53 CD81 CD9 CDH2 CDK1 CDK9 CDON CEACAM5 CFL2 CFLAR CHRNB1 CHUK CNTNAP1 COMP CSRP1 CSRP2 CSRP3 CTDP1 CTH CTNNB1 CXADR CXCL10 CXCL9 CYP26B1 DKK1 DLL1 DMD DMPK DNER DNMT1 DOCK1 DOCK2 DOCK5 DUSP29 DYRK1B EDN1 EDNRA EDNRB EFEMP2 EFNB2 EHD1 EHD2 ENG EREG ERVFRD-1 ERVW-1 EZH2 FBXO22 FBXO40 FGF10 FGF9 FGFR2 FHL2 FHOD3 FLII FLNC FLOT1 FOXF1 FOXO4 FOXP1 FRS2 FZD7 G6PD GATA4 GATA6 GDF15 GLMN GPER1 GPX1 GREM1 GSK3A H3-3A H3-3B HDAC1 HDAC3 HDAC4 HDAC5 HDAC9 HDGFL2 HES1 HEY1 HEY2 HIRA HNRNPU HOMER1 HOPX ID2 IFRD1 IFT20 IGF1 IGF2 IGFBP5 IL4 IL4R IRX3 ISL1 ITGA8 ITGB1 JAM2 KAT2A KCNH1 KCNJ8 KDM1A KDM6B KEL KIT KLF5 KLHL40 KLHL41 KRAS KRT19 KRT8 LAMA1 LAMA2 LAMB1 LAMB2 LAMC1 LARGE1 LBX2 LDB3 LMNA LMOD1 LMOD2 LMOD3 LOX LRRC10 LRRC27 MAML1 MAMSTR MAP2K4 MAPK11 MAPK12 MAPK14 MDM2 MECP2 MED28 MEF2A MEF2C MEGF10 MEIS1 MESP1 MIR1-1 MIR100 MIR125B1 MIR133A1 MIR133B MIR140 MIR145 MIR15B MIR18A MIR195 MIR199A1 MIR199B MIR19A MIR19B1 MIR200B MIR204 MIR206 MIR208A MIR21 MIR22 MIR221 MIR222 MIR23A MIR24-1 MIR26A1 MIR34A MIR424 MIR499A MIR590 MMP14 MORF4L2 MRTFA MRTFB MSX1 MTLN MTOR MTPN MYEF2 MYF5 MYF6 MYH11 MYH3 MYH6 MYH7 MYH9 MYL2 MYL9 MYLK3 MYMK MYMX MYO18B MYOCD MYOD1 MYOG MYOM2 MYORG MYOZ1 MYOZ2 MYPN NAGLU NEB NEBL NEO1 NFATC1 NFATC2 NFATC3 NFATC4 NIBAN2 NID1 NINJ1 NKX2-5 NKX2-6 NLN NOS1 NOTCH1 NOX4 NPHS1 NPNT NRAP NRG1 OBSCN OBSL1 OLFM2 OR10J5 P2RX2 PARP2 PDCD4 PDGFB PDGFRA PDGFRB PDLIM5 PGM5 PI16 PIAS1 PIEZO1 PLD3 PLEC PLEKHO1 PLPP7 POPDC2 POPDC3 PPARA PPP3CA PPP3CB PRDM6 PRICKLE1 PRKAR1A PRKD1 PRKG1 PROX1 PTBP1 PTCD2 PTGFRN QKI RAMP2 RARA RARB RB1 RBM24 RBM38 RBM4 RBPJ RBPMS2 RCAN1 RGS2 RGS4 RIPOR2 RORA RPL3L RYR1 SCGB3A1 SDC1 SELENON SEMA4C SETD3 SGCB SGCD SGCZ SHH SHOX2 SIK1 SIRT1 SIRT6 SIX1 SIX4 SKI SLC8A1 SLC9A1 SMAD1 SMAD4 SMARCD3 SMO SMYD1 SMYD3 SOD2 SORBS2 SORT1 SOX6 SOX9 SPAG9 SPEG SPG11 SRF STAC3 SUPT6H SYNE1 SYNPO2L SYPL2 TANC1 TBX1 TBX18 TBX2 TBX3 TBX5 TCAP TCF23 TGFB1 TMEM119 TMEM182 TMEM204 TMOD1 TMOD2 TMOD3 TMOD4 TNFSF14 TNNT1 TNNT2 TNNT3 TOMM70 TPM1 TRIM32 TRIM72 TSC1 TTN UCHL1 VEGFA WDR1 WFIKKN1 WFIKKN2 WNT1 WNT10B WNT3A WNT4 WNT5B WNT8A WT1 XBP1 XK YY1 ZBED6 ZEB1 ZMPSTE24 ZNHIT1 GOBP_MUSCLE_CELL_FATE_COMMITMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MUSCLE_CELL_FATE_COMMITMENT ACVR1 DKK1 FGF10 MEF2C MIR19B1 MYF5 MYF6 MYL2 MYOD1 MYOG NKX2-5 RBPJ TBX1 TBX18 TBX2 TBX3 TBX5 WNT3A WNT8A WT1 GOBP_MUSCLE_CELL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MUSCLE_CELL_MIGRATION AAMP ABHD2 ACE ADAMTS1 ADIPOQ AIF1 AKIRIN1 ANXA1 ATP7A BCL2 BIN3 BMP4 BMPR1A CCL5 CCN3 CCN4 CORO1B CRK CYP1B1 DDIT3 DDR1 DDR2 DOCK4 DOCK5 DOCK7 FGF9 FOXO4 GNA12 GNA13 GRB10 HAS2 IGF1 IGFBP3 IGFBP5 ITGA2 ITGB1BP1 ITGB3 LPAR1 LRP1 MAP3K7 MDK MDM2 MEF2C MEGF10 MIR1298 MIR135B MIR137 MIR140 MIR143 MIR146A MIR15A MIR182 MIR20A MIR21 MIR214 MIR218-1 MIR221 MIR223 MIR26A1 MIR302C MIR34A MIR362 MIR424 MIR448 MIR451A MIR499A MIR503 MIR638 MIR665 MSTN MYOCD NDRG4 NET1 NF1 NFE2L2 NR4A3 NRP1 P2RY6 PARVA PDGFA PDGFB PDGFD PDGFRB PLAT PLAU PLEKHO1 PLXNA1 POSTN PRKG1 ROCK1 RPS6KB1 S100A11 SEMA6D SERPINE1 SIX1 SIX4 SLIT2 SMO SORL1 SRC SSH1 TACR1 TAFA5 TCP11L2 TERT THBS4 TLR4 TPM1 TRIB1 VTN GOBP_MUSCLE_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MUSCLE_CELL_PROLIFERATION ABL1 ACE2 ADAMTS1 ADIPOQ AIF1 AKIRIN1 AKT1 ANG ANGPT1 ANHX APLN APOD APOE ARID2 BMP10 BMP2 BMP4 BMPR1A BMPR2 CALCRL CAV2 CCL5 CCN3 CCN4 CDH13 CDK1 CDKN1A CDKN1B CFLAR CITED2 CNN1 CTNNB1 CTNNBIP1 CX3CL1 DBH DDIT3 DDR2 DIPK2A DNMT1 DSN1 EDN1 EFEMP2 ELANE ELN EPHB1 ERBB4 EREG ERN1 FES FGF2 FGF20 FGF9 FGFR2 FOS FOXC1 FOXC2 FOXJ2 FOXP1 FRS2 GATA6 GJA1 GLI1 GNA12 GNA13 GNAI2 GPER1 HBEGF HDAC1 HES5 HEY2 HGF HMOX1 HPGD HTR1B ID2 IFNG IGF1 IGF1R IGFBP3 IGFBP5 IL10 IL12A IL12B IL13 IL18 IL6 IL6R IRAK1 IRAK4 ITGA2 ITGB3 JAK2 JARID2 JUN KCNK2 KPNA1 LDLRAP1 MAP3K5 MAP3K7 MAPK11 MAPK14 MDM2 MEF2C MEF2D MEGF10 MFN2 MIR1-1 MIR1298 MIR130A MIR133A1 MIR135B MIR137 MIR140 MIR143 MIR145 MIR146A MIR15A MIR17 MIR17HG MIR182 MIR185 MIR199A1 MIR199B MIR19B1 MIR200B MIR204 MIR208A MIR20A MIR21 MIR214 MIR221 MIR222 MIR223 MIR26A1 MIR27A MIR27B MIR301A MIR339 MIR34A MIR362 MIR424 MIR448 MIR4632 MIR499A MIR503 MIR509-1 MIR548C MIR590 MIR638 MIR665 MIR873 MIR96 MMP2 MMP9 MNAT1 MSTN MYB MYD88 MYOCD MYOG NAA35 NDC80 NDRG2 NDRG4 NF1 NKX2-5 NOG NOS3 NOTCH1 NOTCH3 NOX1 NPPC NPR1 NPY5R NR4A3 OGN P2RY6 PAXBP1 PDCD4 PDE1A PDGFB PDGFD PDGFRB PHB1 PIK3CA PIM1 POLDIP2 PPARD PPARG PPARGC1A PRKAR1A PRKDC PRKG1 PTAFR PTEN PTGIR PTGS2 RBM10 RBP4 RBPJ RBPMS2 RPS6KB1 RUNX1 S1PR1 SAV1 SELENON SERPINF2 SF1 SHH SIX1 SIX5 SKI SMAD1 SMPD3 SOD2 SRC STAT1 SUGT1 TACR1 TAFA5 TBX2 TBX20 TBX5 TCF7L2 TENM4 TERT TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR3 THBS1 TLR4 TNF TNFAIP3 TP73 TPM1 TRIB1 VGLL4 VIP VIPR2 WNT2 XRCC5 XRCC6 YAP1 ZFPM2 ZNF143 GOBP_MUSCLE_CONTRACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MUSCLE_CONTRACTION ABAT ABCC9 ACE2 ACTA1 ACTA2 ACTN3 ADA ADCY10 ADORA1 ADORA2B ADRA1A ADRA1B ADRA2A ADRA2B ADRA2C ADRB2 AKAP9 ALDOA ANK2 ANKRD2 ANXA6 APBB1 APBB2 ARG2 ARHGAP42 ARHGEF11 ASB3 ASPH ATP1A1 ATP1A2 ATP1B1 ATP2A1 ATP2A2 ATP2B1 ATP2B4 ATP8A2 BBS2 BDKRB2 BIN1 BMP10 C12orf57 CACNA1C CACNA1D CACNA1G CACNA1H CACNA1S CACNA2D1 CACNB1 CACNB2 CACNG1 CALCA CALD1 CALM1 CALM2 CALM3 CAMK2D CASQ1 CASQ2 CAV1 CAV3 CCDC78 CD38 CERT1 CHGA CHRM2 CHRM3 CHRNA1 CHRNA3 CHRNB1 CHRNB2 CHRNB4 CHRND CHRNE CHRNG CHUK CKMT2 CLCN1 CLIC2 CNN1 COMP CRYAB CSRP3 CTNNA3 CTTN CXCR4 DAPK3 DCANP1 DES DLG1 DMD DMPK DOCK4 DOCK5 DRD1 DRD2 DSC2 DSG2 DSP DTNA EDN1 EDN2 EDN3 EDNRA EDNRB EHD3 EMD ENO1 F2R FGF12 FGF13 FKBP1B FLNA FXYD1 GAA GALR2 GAMT GATA4 GDNF GHRL GHSR GJA1 GJA5 GJC1 GLRA1 GNAO1 GPD1L GPER1 GRIP2 GRK2 GSN GSTM2 GSTO1 GUCY1A1 HCN4 HOMER1 HRC HSP90AA1 HTR1D HTR2A HTR2B HTR7 ITGA2 JSRP1 JUP KBTBD13 KCNA1 KCNA5 KCNB2 KCND2 KCND3 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNH2 KCNIP2 KCNJ12 KCNJ2 KCNJ3 KCNJ5 KCNJ8 KCNMA1 KCNN2 KCNQ1 KIT KLHL41 LARGE1 LMOD1 LMOD2 LMOD3 LTB4R MAP2K3 MAP2K6 MIR1-1 MIR133A1 MIR143 MIR145 MIR153-1 MIR200C MIR21 MIR30E MIR328 MIR448 MKKS MTOR MYBPC3 MYBPH MYH1 MYH11 MYH13 MYH14 MYH2 MYH3 MYH4 MYH6 MYH7 MYH8 MYL1 MYL11 MYL2 MYL3 MYL4 MYL5 MYL6 MYL6B MYL9 MYLK MYLK2 MYOCD MYOF MYOM2 MYOT NEDD4L NEUROG1 NKX2-5 NMU NMUR1 NMUR2 NOS1 NOS1AP NPNT NPPA NR4A1 NUP155 ORMDL3 OXTR P2RX1 P2RX2 P2RX3 P2RX4 P2RX6 PABPN1 PDE4B PDE4D PDE5A PGAM2 PIK3C2A PIK3CA PIK3CG PKP2 PLCE1 PLN PPP1R12B PPP1R13L PRKACA PRKD1 PRKG1 PROK2 PTAFR PTGER3 PTGS2 PVALEF RANGRF RAP1GDS1 RCSD1 REM1 RGS2 RHOA RNF207 ROCK1 ROCK2 RPS6KB1 RYR1 RYR2 RYR3 SCN10A SCN11A SCN1A SCN1B SCN2B SCN3B SCN4A SCN4B SCN5A SCN7A SCNN1B SETD3 SGCA SGCD SLC6A8 SLC8A1 SLC8A3 SLC9A1 SLMAP SMAD5 SMAD7 SMPX SMTN SNTA1 SNTB1 SOD1 SPHK1 SPX SRF SRI SSPN SSTR2 STAC STAC2 STAC3 STC1 STRIT1 SULF1 SULF2 SUMO1 SYNM TACR1 TACR2 TACR3 TAFAZZIN TBX2 TBX20 TBX3 TBXA2R TCAP TIFAB TMEM38A TMEM38B TMOD1 TMOD2 TMOD3 TMOD4 TNF TNNC1 TNNC2 TNNI1 TNNI2 TNNI3 TNNI3K TNNT1 TNNT2 TNNT3 TPCN2 TPM1 TPM2 TPM3 TPM4 TRDN TRIM63 TRPM4 TRPV1 TRPV4 TTN UCN UTRN UTS2 VEGFB VPS54 ZC3H12A ZDHHC21 GOBP_MUSCLE_HYPERTROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MUSCLE_HYPERTROPHY ADCY10 ADRA1A AGT AKAP6 ATP2A2 ATP2B4 BECN1 BMP10 CAMK2D CAMTA2 CAV3 CSRP3 CTDP1 CYBA EDN1 EZH2 FOXO1 FOXP1 G6PD GATA4 GATA5 GATA6 GLRX3 GSK3A HAND2 HDAC2 HDAC4 HEY2 HTR2B IGF1 IGFBP5 IL6ST INPP5F JARID2 KDM4A KLF15 LEP LMCD1 LMNA MAP2K4 MEF2A MEIS1 MIR1-1 MIR133A1 MIR145 MIR15B MIR17 MIR195 MIR199A1 MIR199B MIR19A MIR19B1 MIR208A MIR20A MIR21 MIR214 MIR23A MIR24-1 MIR25 MIR34B MIR34C MLIP MSTN MTPN MYH6 MYH7 MYMK MYOC NOTCH1 NPPA NR4A3 P2RX4 PAK2 PARP1 PARP2 PDE5A PDE9A PDLIM5 PI16 PPARA PPARG PPP3CA PRKCA PRKG1 RAP1GDS1 RGS2 RGS4 ROCK1 ROCK2 RYR2 SLC9A1 SMAD3 SMAD4 SORBS2 TCAP TIAM1 TNFRSF1A TNFRSF1B TOMM70 TRIM63 TRPC3 TTN TWF1 YY1 GOBP_MUSCLE_HYPERTROPHY_IN_RESPONSE_TO_STRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MUSCLE_HYPERTROPHY_IN_RESPONSE_TO_STRESS ATP2A2 ATP2B4 BMP10 CAMTA2 EZH2 FOXO1 GATA6 HDAC4 HEY2 INPP5F KDM4A KLF15 LMNA MIR17 MIR199A1 MIR208A MIR20A MIR214 MIR25 MIR34B MIR34C MLIP MYH6 MYH7 NPPA PPARG PPP3CA SMAD3 SMAD4 TCAP TRPC3 GOBP_MUSCLE_ORGAN_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MUSCLE_ORGAN_DEVELOPMENT ACTA1 ACTC1 ACTN3 ADARB1 ADGRB1 AKIRIN1 ALX4 ANHX ANKRD1 ANKRD2 ANKRD33 ARID5B ASB2 ASS1 ATF3 BARX2 BASP1 BCL2 BCL9 BCL9L BIN3 BMAL1 BMP10 BMP2 BMP4 BMPR1A BORCS8-MEF2B BTBD1 BTG2 BVES CACNA1H CACNA1S CAPN3 CASQ1 CAV1 CAV2 CAV3 CAVIN4 CCNT2 CD164 CDK5 CDON CENPF CFL2 CFLAR CHD2 CHD7 CHKB CHODL CHRNA1 CHRND CITED2 CNTF CNTFR CNTNAP1 COL11A1 COL19A1 COL3A1 COL6A3 COPRS COPS2 CREB1 CRYAB CSRP3 CTF1 CTNNB1 CXCL10 CYP26B1 DAG1 DCANP1 DDX17 DDX5 DES DISP1 DLL1 DLL4 DMD DMRTA2 DNER DPF3 DSP EDNRA EFEMP2 EGLN1 EGR1 EGR2 EGR3 EID2 EID2B ELN EMD ENG EOMES EP300 EPHB1 ERBB3 ETV1 EVC FBXO22 FGF3 FGF8 FGFR2 FGFRL1 FHL1 FHL3 FKBP1A FKTN FLNB FLOT1 FOS FOXC1 FOXC2 FOXH1 FOXK1 FOXL2 FOXN2 FOXO4 FRG1 FXR1 FZD1 FZD2 GPC1 GPCPD1 GPX1 GSC GTF3C5 H1-5 HAND1 HBEGF HDAC9 HDGFL2 HEG1 HEY2 HEYL HIVEP3 HLF HLX HMG20B HOMER1 HOXD10 HOXD9 HSD17B1 ID3 IGF1 IGF2 IGSF8 ISL1 ITGA11 ITGA7 ITGB1 ITGB1BP2 JPH1 JPH2 KEL KLF5 KLHL40 KLHL41 KMT5B KRAS KY LAMA2 LAMA5 LARGE1 LBX1 LEF1 LEMD2 LIF LMOD3 LOX LRP2 LUC7L MAFF MAPK12 MAPK14 MED1 MED20 MEF2A MEF2B MEF2C MEF2D MEGF10 MEOX2 METTL21C MIR1-1 MIR143 MIR145 MIR195 MKX MRTFB MSC MSTN MSX1 MTM1 MTPN MYBPC3 MYF5 MYF6 MYH14 MYH3 MYH6 MYH7 MYL11 MYL2 MYL3 MYL6 MYL6B MYLK MYLK2 MYMK MYMX MYOCD MYOD1 MYOG MYOM1 MYOM2 MYORG MYOZ1 MYOZ2 NAGLU NEB NEURL1 NEUROG1 NF1 NIBAN2 NKX2-5 NLN NOG NOTCH1 NPHS1 NR1D2 NR2F2 NR4A1 NRG1 NUPR1 OR10J5 P2RX2 PAX3 PAX5 PAX7 PAXBP1 PHOX2B PITX1 PKP2 PLEC POPDC2 POPDC3 POU4F1 POU6F1 PPP3CA PPP3CB PRKAA1 PROX1 PRR14 PTCD2 RB1 RBFOX1 RBM24 RBPJ RCAN1 RHOA RIPOR2 RPL3L RPS6KB1 RYR1 RYR2 S1PR1 SAP30 SCN11A SCX SELENON SERP1 SFMBT1 SGCA SGCB SGCD SGCE SGCG SHH SHOX2 SIRT1 SIRT2 SIX1 SIX4 SKI SMAD3 SMAD4 SMAD7 SMO SMTN SMTNL1 SMYD1 SOX11 SOX15 SOX6 SOX8 SPEG SPG11 SRI SRPK3 STAC3 STRA6 SVIL TAFAZZIN TAGLN TBX1 TBX20 TCAP TCF12 TCF15 TCF21 TCF23 TEAD4 TGFB1 TGFB2 TGFBR1 TGFBR3 TIFAB TLL2 TMEM182 TNNC1 TNNI1 TNNI3 TNNT2 TPM1 TRIM72 TTN TWIST1 UNC45A UNC45B UQCC2 USP19 USP2 UTRN VAMP5 VAX1 VGLL2 VPS54 VRK3 WNT10B WNT2 WNT3A WNT5A WT1 XBP1 XIRP2 XK YBX3 ZBTB18 ZBTB42 ZFHX3 ZFPM1 ZFPM2 ZNF609 ZNF689 GOBP_MUSCLE_ORGAN_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MUSCLE_ORGAN_MORPHOGENESIS ACTC1 ADARB1 ANKRD1 ARID5B BMP10 BMP2 BMP4 BMPR1A CHD7 CNTF COL11A1 COL3A1 DLL4 DSP EDNRA EFEMP2 EGLN1 ENG FGFR2 FKBP1A FOXC1 FOXC2 FOXH1 FZD1 FZD2 GSC HAND1 HEG1 HEY2 ISL1 LIF LRP2 MED1 MIR143 MIR145 MIR195 MYBPC3 MYF5 MYF6 MYH6 MYH7 MYL11 MYL2 MYL3 MYLK MYLK2 NAGLU NKX2-5 NOG NOTCH1 NRG1 PKP2 POU4F1 PROX1 PTCD2 RBPJ RYR2 S1PR1 SERP1 SHOX2 SMAD4 SMAD7 SMTNL1 TBX1 TBX20 TCAP TCF15 TGFB1 TGFB2 TGFBR1 TGFBR3 TNNC1 TNNI1 TNNI3 TNNT2 TPM1 TTN WNT2 WNT5A XIRP2 ZFPM1 ZFPM2 GOBP_MUSCLE_STRUCTURE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MUSCLE_STRUCTURE_DEVELOPMENT ACADM ACTA1 ACTB ACTC1 ACTG1 ACTL6A ACTL6B ACTL8 ACTN1 ACTN2 ACTN3 ACTN4 ACVR1 ADAM12 ADAMTS15 ADAMTS5 ADARB1 ADGRB1 ADGRB3 ADM ADPRHL1 ADRA1A AFG3L2 AKAP13 AKAP6 AKIRIN1 AKIRIN2 AKT1 ALPK2 ALPK3 ALX4 ANHX ANK2 ANKRD1 ANKRD17 ANKRD2 ANKRD23 ANKRD33 APLNR ARID1A ARID1B ARID2 ARID5B ARRB2 ASB2 ASF1A ASS1 ATF3 ATG5 ATP11A ATP2A2 AVPR1A BARX2 BASP1 BCL2 BCL9 BCL9L BDNF BHLHA15 BHLHE41 BIN1 BIN3 BMAL1 BMP10 BMP2 BMP4 BMPR1A BMPR2 BOC BORCS8-MEF2B BRD7 BTBD1 BTG1 BTG2 BVES CACNA1H CACNA1S CACNB4 CALR CAMK1 CAPN2 CAPN3 CASP3 CASP7 CASQ1 CAV1 CAV2 CAV3 CAVIN4 CBY1 CCN3 CCNT2 CD164 CD53 CD81 CD9 CDH2 CDK1 CDK5 CDK9 CDON CEACAM5 CENPF CFL2 CFLAR CHD2 CHD7 CHKB CHODL CHRNA1 CHRNB1 CHRND CHUK CITED2 CMTM5 CNTF CNTFR CNTNAP1 COL11A1 COL19A1 COL3A1 COL6A3 COMP COPRS COPS2 CREB1 CRYAB CSRP1 CSRP2 CSRP3 CTDP1 CTF1 CTH CTNNB1 CXADR CXCL10 CXCL9 CYP26B1 DAG1 DCANP1 DDIT3 DDX17 DDX5 DES DISP1 DKK1 DLL1 DLL4 DMD DMPK DMRTA2 DNER DNMT1 DOCK1 DOCK2 DOCK5 DPF3 DSP DTYMK DUSP29 DYRK1B EDN1 EDNRA EDNRB EFEMP2 EFNB2 EGLN1 EGR1 EGR2 EGR3 EHD1 EHD2 EID2 EID2B ELN EMD ENG EOMES EP300 EPAS1 EPHB1 ERBB3 EREG ERVFRD-1 ERVW-1 ETV1 EVC EZH2 FBXO22 FBXO40 FGF10 FGF3 FGF6 FGF8 FGF9 FGFR2 FGFRL1 FHL1 FHL2 FHL3 FHOD3 FKBP1A FKTN FLII FLNB FLNC FLOT1 FLOT2 FOS FOXC1 FOXC2 FOXF1 FOXH1 FOXK1 FOXL2 FOXN2 FOXO4 FOXP1 FRG1 FRS2 FXR1 FZD1 FZD2 FZD7 G6PD GATA4 GATA6 GDF15 GDF3 GLMN GPC1 GPCPD1 GPER1 GPX1 GREM1 GSC GSK3A GTF3C5 H1-5 H3-3A H3-3B HAND1 HBEGF HDAC1 HDAC3 HDAC4 HDAC5 HDAC9 HDGFL2 HEG1 HES1 HEY1 HEY2 HEYL HIF1AN HINFP HIRA HIVEP3 HLF HLX HMG20B HNRNPU HOMER1 HOPX HOXA2 HOXD10 HOXD9 HSD17B1 HSPB2 ID2 ID3 IFRD1 IFT20 IGF1 IGF2 IGFBP3 IGFBP5 IGSF8 IL18 IL4 IL4R IRX3 ISL1 ITGA11 ITGA7 ITGA8 ITGB1 ITGB1BP2 JAG1 JAM2 JPH1 JPH2 KAT2A KAT5 KCNH1 KCNJ8 KDM1A KDM6B KEL KIT KLF5 KLHL40 KLHL41 KMT5B KRAS KRT19 KRT8 KY LAMA1 LAMA2 LAMA5 LAMB1 LAMB2 LAMC1 LARGE1 LBX1 LBX2 LDB3 LEF1 LEMD2 LGALS1 LIF LMNA LMOD1 LMOD2 LMOD3 LOX LRP2 LRRC10 LRRC27 LRRC8A LUC7L MAFF MAML1 MAMSTR MAP2K4 MAP3K5 MAPK11 MAPK12 MAPK14 MBNL1 MBNL3 MDM2 MECP2 MED1 MED20 MED28 MEF2A MEF2B MEF2C MEF2D MEGF10 MEIS1 MEOX2 MESP1 METTL21C MIR1-1 MIR100 MIR125B1 MIR133A1 MIR133B MIR140 MIR143 MIR145 MIR15B MIR18A MIR195 MIR199A1 MIR199B MIR19A MIR19B1 MIR200B MIR204 MIR206 MIR208A MIR21 MIR22 MIR221 MIR222 MIR23A MIR24-1 MIR26A1 MIR34A MIR424 MIR499A MIR590 MKX MMP14 MORF4L2 MRTFA MRTFB MSC MSTN MSX1 MTLN MTM1 MTOR MTPN MYBPC3 MYEF2 MYF5 MYF6 MYH11 MYH14 MYH3 MYH6 MYH7 MYH9 MYL11 MYL2 MYL3 MYL6 MYL6B MYL9 MYLK MYLK2 MYLK3 MYMK MYMX MYO18B MYOCD MYOD1 MYOG MYOM1 MYOM2 MYORG MYOZ1 MYOZ2 MYPN NAGLU NEB NEBL NEO1 NEURL1 NEUROG1 NF1 NFATC1 NFATC2 NFATC3 NFATC4 NIBAN2 NID1 NINJ1 NKD1 NKX2-5 NKX2-6 NLN NMRK2 NOG NOS1 NOTCH1 NOX4 NPHS1 NPNT NR1D2 NR2F2 NR4A1 NRAP NRAS NRG1 NUPR1 OBSCN OBSL1 OLFM2 OR10J5 P2RX2 PARP2 PAX3 PAX5 PAX7 PAXBP1 PBRM1 PDCD4 PDGFB PDGFRA PDGFRB PDLIM1 PDLIM2 PDLIM3 PDLIM4 PDLIM5 PDLIM7 PGM5 PHF10 PHOX2B PI16 PIAS1 PIEZO1 PITX1 PKP2 PLCB1 PLD3 PLEC PLEKHM3 PLEKHO1 PLPP7 POPDC2 POPDC3 POU4F1 POU6F1 PPARA PPARD PPP3CA PPP3CB PRDM6 PRICKLE1 PRICKLE4 PRKAA1 PRKAR1A PRKD1 PRKG1 PROX1 PRR14 PTBP1 PTCD2 PTGFRN QKI RAMP2 RANBP3L RARA RARB RB1 RBFOX1 RBM24 RBM38 RBM4 RBPJ RBPMS2 RCAN1 REST RGS2 RGS4 RHOA RIPOR2 RNF165 RORA RPL3L RPS6KB1 RYR1 RYR2 S1PR1 SAP30 SCGB3A1 SCN11A SCX SDC1 SELENON SEMA4C SERP1 SETD3 SFMBT1 SGCA SGCB SGCD SGCE SGCG SGCZ SHH SHOX2 SIK1 SIRT1 SIRT2 SIRT6 SIX1 SIX4 SKI SLC8A1 SLC9A1 SMAD1 SMAD3 SMAD4 SMAD7 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMO SMTN SMTNL1 SMYD1 SMYD3 SOD2 SORBS2 SORT1 SOSTDC1 SOX11 SOX15 SOX4 SOX6 SOX8 SOX9 SPAG9 SPEG SPG11 SRA1 SRF SRI SRPK3 STAC3 STRA6 SUPT6H SVIL SYNE1 SYNPO2L SYPL2 TAFAZZIN TAGLN TANC1 TBX1 TBX18 TBX2 TBX20 TBX3 TBX5 TBXT TCAP TCF12 TCF15 TCF21 TCF23 TCF7L2 TEAD4 TGFB1 TGFB2 TGFBR1 TGFBR3 TIFAB TLL2 TMEM119 TMEM182 TMEM204 TMOD1 TMOD2 TMOD3 TMOD4 TNF TNFSF14 TNNC1 TNNI1 TNNI3 TNNT1 TNNT2 TNNT3 TOMM70 TPM1 TRIM32 TRIM72 TRIP4 TSC1 TTN TWIST1 UCHL1 UNC45A UNC45B UQCC2 USP19 USP2 UTRN VAMP5 VAX1 VEGFA VGLL2 VPS54 VRK3 WDR1 WFIKKN1 WFIKKN2 WNT1 WNT10B WNT2 WNT3A WNT4 WNT5A WNT5B WNT8A WT1 XBP1 XIRP2 XK XKR8 YBX3 YY1 ZBED6 ZBTB18 ZBTB42 ZEB1 ZFHX3 ZFP36L1 ZFPM1 ZFPM2 ZMPSTE24 ZNF609 ZNF689 ZNHIT1 GOBP_MUSCLE_SYSTEM_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MUSCLE_SYSTEM_PROCESS ABAT ABCC8 ABCC9 ACE2 ACTA1 ACTA2 ACTN3 ADA ADCY10 ADORA1 ADORA2B ADRA1A ADRA1B ADRA2A ADRA2B ADRA2C ADRB2 AGT AKAP6 AKAP9 ALDOA ANK2 ANKRD2 ANXA6 APBB1 APBB2 ARG2 ARHGAP42 ARHGEF11 ASB3 ASPH ATP1A1 ATP1A2 ATP1B1 ATP2A1 ATP2A2 ATP2B1 ATP2B4 ATP8A2 BBS2 BDKRB2 BECN1 BIN1 BMP10 C12orf57 CACNA1C CACNA1D CACNA1G CACNA1H CACNA1S CACNA2D1 CACNB1 CACNB2 CACNG1 CALCA CALD1 CALM1 CALM2 CALM3 CAMK2B CAMK2D CAMK2G CAMTA2 CASQ1 CASQ2 CAV1 CAV3 CCDC78 CD38 CERT1 CFLAR CHGA CHRM2 CHRM3 CHRNA1 CHRNA3 CHRNB1 CHRNB2 CHRNB4 CHRND CHRNE CHRNG CHUK CKMT2 CLCN1 CLIC2 CNN1 COMP CRYAB CSRP3 CTDP1 CTNNA3 CTTN CXCR4 CYBA DAG1 DAPK3 DCANP1 DES DLG1 DMD DMPK DOCK4 DOCK5 DRD1 DRD2 DSC2 DSG2 DSP DTNA EDN1 EDN2 EDN3 EDNRA EDNRB EHD3 EMD ENO1 EZH2 F2R FBXO32 FGF12 FGF13 FKBP1B FLNA FOXO1 FOXO3 FOXP1 FXYD1 G6PD GAA GALR2 GAMT GATA4 GATA5 GATA6 GATM GDNF GHRL GHSR GJA1 GJA5 GJC1 GLRA1 GLRX3 GNAO1 GPD1L GPER1 GRIP2 GRK2 GSK3A GSN GSTM2 GSTO1 GTF2IRD1 GUCY1A1 HAND2 HCN4 HDAC2 HDAC4 HEY2 HMOX1 HOMER1 HRC HSP90AA1 HTR1D HTR2A HTR2B HTR7 IGF1 IGFBP5 IL1B IL6ST INPP5F ITGA2 JARID2 JSRP1 JUP KBTBD13 KCNA1 KCNA5 KCNB2 KCND2 KCND3 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNH2 KCNIP2 KCNJ12 KCNJ2 KCNJ3 KCNJ5 KCNJ8 KCNMA1 KCNN2 KCNQ1 KDM4A KIT KLF15 KLHL41 LARGE1 LEP LMCD1 LMNA LMOD1 LMOD2 LMOD3 LTB4R MAP2K3 MAP2K4 MAP2K6 MEF2A MEIS1 MIR1-1 MIR133A1 MIR143 MIR145 MIR153-1 MIR15B MIR17 MIR17HG MIR195 MIR199A1 MIR199B MIR19A MIR19B1 MIR200C MIR208A MIR208B MIR20A MIR21 MIR214 MIR23A MIR24-1 MIR25 MIR30E MIR328 MIR34B MIR34C MIR448 MIR499A MKKS MLIP MSTN MTOR MTPN MYBPC3 MYBPH MYH1 MYH11 MYH13 MYH14 MYH2 MYH3 MYH4 MYH6 MYH7 MYH8 MYL1 MYL11 MYL2 MYL3 MYL4 MYL5 MYL6 MYL6B MYL9 MYLK MYLK2 MYMK MYOC MYOCD MYOD1 MYOF MYOG MYOM2 MYOT MYOZ1 MYOZ2 NEDD4L NEUROG1 NFATC1 NKX2-5 NMU NMUR1 NMUR2 NOS1 NOS1AP NOS3 NOTCH1 NPNT NPPA NR4A1 NR4A3 NUP155 ORMDL3 OXTR P2RX1 P2RX2 P2RX3 P2RX4 P2RX6 P2RY1 PABPN1 PAK2 PARP1 PARP2 PDE4B PDE4D PDE5A PDE9A PDLIM5 PGAM2 PI16 PIK3C2A PIK3CA PIK3CG PKP2 PLCE1 PLN PPARA PPARG PPP1R12B PPP1R13L PPP3CA PRKACA PRKAG3 PRKCA PRKD1 PRKG1 PROK2 PTAFR PTGER3 PTGS2 PVALEF RANGRF RAP1GDS1 RCSD1 REM1 RGS2 RGS4 RHOA RNF207 ROCK1 ROCK2 RPS6KB1 RYR1 RYR2 RYR3 SCN10A SCN11A SCN1A SCN1B SCN2B SCN3B SCN4A SCN4B SCN5A SCN7A SCNN1B SCO2 SELENON SETD3 SGCA SGCD SLC6A8 SLC8A1 SLC8A3 SLC9A1 SLMAP SLN SMAD3 SMAD4 SMAD5 SMAD7 SMPX SMTN SNTA1 SNTB1 SOD1 SORBS2 SPHK1 SPX SRF SRI SSPN SSTR2 STAC STAC2 STAC3 STC1 STRIT1 SULF1 SULF2 SUMO1 SYNM TACR1 TACR2 TACR3 TAFAZZIN TBCE TBX2 TBX20 TBX3 TBXA2R TCAP TIAM1 TIFAB TMEM38A TMEM38B TMOD1 TMOD2 TMOD3 TMOD4 TNF TNFRSF1A TNFRSF1B TNNC1 TNNC2 TNNI1 TNNI2 TNNI3 TNNI3K TNNT1 TNNT2 TNNT3 TOMM70 TPCN2 TPM1 TPM2 TPM3 TPM4 TRDN TRIM63 TRIM72 TRPC3 TRPM4 TRPV1 TRPV4 TTN TWF1 UCN UTRN UTS2 VEGFB VPS54 YY1 ZC3H12A ZDHHC21 GOBP_MUSCLE_TISSUE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MUSCLE_TISSUE_DEVELOPMENT ABL1 ACADM ACTA1 ACTC1 ACTN2 ACTN3 ACVR1 ADAMTS9 ADPRHL1 ADRA1A AKAP13 AKAP6 AKIRIN1 ALDH1A2 ALPK2 ALPK3 ANHX ANKRD1 ANKRD33 ARID2 ARRB2 ASB2 ATF3 ATG5 BARX2 BCL2 BCL9 BCL9L BIN3 BMAL1 BMP10 BMP2 BMP4 BMP5 BMP7 BMPR1A BMPR2 BTG2 BVES CACNA1G CACNA1S CALR CASQ1 CAV1 CAV2 CAV3 CBY1 CCNT2 CDC42 CDK1 CDK5 CDON CENPF CFL2 CFLAR CHD7 CHRNA1 CHRND CITED2 CNTNAP1 COL11A1 COL19A1 COL3A1 COPS2 CREB1 CSRP1 CSRP2 CSRP3 CTDP1 CTNNB1 CXADR CYP26B1 DDX17 DDX5 DIPK2A DKK1 DLG1 DLL1 DLL4 DMD DMRTA2 DNER DSG2 DSP EDN1 EDNRA EFEMP2 EFNB2 EGLN1 EGR1 EGR2 ELN EMD ENG EOMES EP300 EPHB1 ERBB3 ERBB4 EYA1 EYA2 FBXO22 FES FGF2 FGF20 FGF3 FGF8 FGF9 FGFR2 FHL2 FHOD3 FKBP1A FLCN FLNB FLOT1 FOS FOSL2 FOXC1 FOXC2 FOXH1 FOXL2 FOXN2 FOXP1 FRS2 FZD7 G6PD GATA4 GATA5 GATA6 GJA1 GJA5 GJB6 GJC1 GLI1 GPC1 GPCPD1 GPX1 GREM1 GSK3A GTF3C5 HAND1 HCN4 HDAC3 HDAC9 HEG1 HEY1 HEY2 HEYL HIVEP3 HLF HLX HMG20B HNRNPU HOMER1 HOPX HOXD10 HOXD9 HSD17B1 ID2 IFRD1 IFT20 IGF1 IGF2 IGFBP5 IGSF8 IHH IRX3 ISL1 ITGA8 ITGB1 JARID2 JPH2 KAT2A KCNJ11 KCNJ8 KCNK2 KDM6B KEL KLF5 KLHL40 KLHL41 KRAS LARGE1 LEF1 LEMD2 LMNA LMOD3 LOX LRP2 LRRC10 LRRC27 LUC7L MAFF MAML1 MAP2K4 MAPK11 MAPK14 MED1 MED20 MEF2A MEF2C MEF2D MEGF10 MEIS1 MEOX2 MESP1 METTL21C MIR1-1 MIR143 MIR145 MIR17HG MIR195 MIR199A1 MIR199B MIR19A MIR19B1 MIR200B MIR204 MIR208A MIR222 MIR23A MIR24-1 MIR25 MIR499A MIR509-1 MIR548C MIR590 MIR873 MRTFB MSC MSTN MSX1 MSX2 MTM1 MTOR MTPN MYBPC3 MYF5 MYF6 MYH11 MYH14 MYH6 MYH7 MYL11 MYL2 MYL3 MYL6 MYL6B MYL7 MYLK MYLK2 MYLK3 MYO18B MYOCD MYOD1 MYOG MYOM1 MYOM2 MYORG MYOZ1 MYOZ2 NAGLU NDRG4 NDUFV2 NEB NEBL NEURL1 NF1 NIBAN2 NKX2-5 NKX2-6 NLN NOG NOTCH1 NOTCH2 NOX4 NPHS1 NPPA NPPB NPR2 NPRL3 NR1D2 NR2F2 NR4A1 NRAP NRG1 NUPR1 OBSL1 OSR1 P2RX2 PARP2 PAX5 PDGFRA PDGFRB PDLIM5 PGM5 PHOX2B PI16 PIM1 PITX1 PKD2 PKP2 PLEC PLN POGLUT1 POPDC2 POPDC3 POU4F1 PPARA PPARGC1A PPP1R13L PPP3CA PPP3CB PRICKLE1 PRKAA1 PRKAR1A PRKG1 PRMT1 PROX1 PTCD2 PTCH1 RARA RARB RB1 RBFOX1 RBM24 RBP4 RBPJ RCAN1 RGS2 RGS4 RHOA RPL3L RPS6KB1 RUNX1 RYR1 RYR2 S1PR1 SAP30 SAV1 SCN5A SCX SELENON SEMA3C SGCB SGCD SGCG SGCZ SHH SHOX2 SIK1 SIRT2 SIRT6 SIX1 SIX4 SKI SLC8A1 SLC9A1 SMAD1 SMAD3 SMAD4 SMAD5 SMAD7 SMO SMYD1 SORBS2 SOX11 SOX15 SOX6 SOX8 SOX9 SPG11 SRF SRPK3 STAC3 STRA6 SVIL SYNE1 TAFAZZIN TBX1 TBX18 TBX2 TBX20 TBX3 TBX5 TCAP TCF21 TENM4 TFAP2B TGFB1 TGFB2 TGFBR1 TGFBR3 TIPARP TLL2 TNN TNNC1 TNNI1 TNNI3 TNNT2 TOMM70 TP73 TPM1 TREX1 TSC1 TTN TWIST1 UQCC2 USP19 VAMP5 VAX1 VEGFA VGLL2 VGLL4 VPS54 VRK3 WNT10B WNT2 WNT3A WNT5A WNT8A WT1 XIRP2 XK YAP1 YBX3 YY1 ZBTB18 ZFAND5 ZFPM1 ZFPM2 ZIC3 ZMPSTE24 ZNF689 GOBP_MUSCULAR_SEPTUM_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MUSCULAR_SEPTUM_MORPHOGENESIS BMP4 FZD1 FZD2 HEY2 TGFBR3 GOBP_MYCOTOXIN_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MYCOTOXIN_METABOLIC_PROCESS CYP1A2 CYP2A13 CYP2W1 CYP3A4 CYP3A5 NFE2L2 GOBP_MYD88_DEPENDENT_TOLL_LIKE_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MYD88_DEPENDENT_TOLL_LIKE_RECEPTOR_SIGNALING_PATHWAY BTK CD300A CD300LF HSPD1 IKBKB IRAK1 IRAK2 IRAK3 IRAK4 IRF1 IRF7 MAP3K7 MYD88 REG3G TIRAP TLR4 TLR6 TLR9 TNIP1 TRAF6 GOBP_MYD88_INDEPENDENT_TOLL_LIKE_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MYD88_INDEPENDENT_TOLL_LIKE_RECEPTOR_SIGNALING_PATHWAY CD300LF CD40 IKBKB IRF3 IRF7 MAP3K7 PRKCE RAB11FIP2 SARM1 TICAM1 TICAM2 TLR4 TLR6 TNIP3 TRAF3 TRAF6 GOBP_MYELIN_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MYELIN_ASSEMBLY ABCA2 ANK2 CD9 CNTN1 CNTNAP1 DICER1 EPB41L3 ERCC2 FIG4 GNPAT GPC1 ITGB4 MAG MIOS MOBP MTMR2 NCMAP PALS1 PIKFYVE PMP22 TENM4 TLR2 TPPP UGT8 GOBP_MYELIN_MAINTENANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MYELIN_MAINTENANCE ABCD1 ABCD2 AKT1 AKT2 CLU CXCR4 DEGS1 EPB41L3 FA2H MIR26A1 MYRF NDRG1 PALS1 PLEC PRX PTEN SH3TC2 SOD1 GOBP_MYELOID_CELL_ACTIVATION_INVOLVED_IN_IMMUNE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MYELOID_CELL_ACTIVATION_INVOLVED_IN_IMMUNE_RESPONSE ADGRE2 ADORA2B ANXA3 BCR BTK C12orf4 CBL CCL3 CCR2 CD177 CD300A CD84 CHGA CLNK CPLX2 CX3CR1 DNASE1 DNASE1L3 DOCK2 DYSF ENPP3 F2RL1 FCER1A FCER1G FER FES FGR FOXF1 GAB2 GATA1 GATA2 GPR15LG GRN GRP HAVCR2 IFI35 IFNG IL13 IL13RA2 IL33 IL4 IL4R ITGAM ITGB2 KARS1 KIT LAT LAT2 LBP LGALS9 LILRA2 LYN MILR1 MRGPRX2 MYD88 NMI NR4A3 PDPK1 PIK3CD PIK3CG PLA2G3 PLCG2 PRAM1 PRKCE PTAFR PTGDR PTGDS PTPN6 PYCARD RAB44 RABGEF1 RAC2 RASGRP1 S100A13 SBNO2 SCN11A SCNN1B SLAMF1 SLC18A2 SNAP23 SNX4 SNX6 SPHK2 SPI1 STX4 STXBP1 STXBP2 STXBP3 SUCNR1 SYK TICAM1 TNF TREM2 TREX1 TYROBP UNC13D VAMP2 VAMP3 VAMP7 VAMP8 GOBP_MYELOID_CELL_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MYELOID_CELL_APOPTOTIC_PROCESS ADAM17 ADIPOQ ANXA1 APOH ARF6 BAP1 BCL2 CCR5 CDKN2A CLEC5A CTSL CXCR2 EPO GAS6 GATA1 GHSR HCAR2 IL6 IRF3 IRF7 ITPKB KITLG LIPA MAEA MEF2C MIAT MIF MIRLET7B NF1 NOD2 PIK3CB PIK3CD PLEKHO2 SELENOS SIRT1 SLC7A11 SNAI2 ST6GAL1 STAT5B THRA GOBP_MYELOID_CELL_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MYELOID_CELL_DEVELOPMENT ABCB10 ABI1 ADGRF5 ALAS1 ALAS2 ANXA2 APP ARID4A ATP6AP1 BAP1 BCL6 BPGM BRD1 CEBPB CITED2 CLDN18 DMTN EP300 EPB42 EPO ERCC2 EVI2B FAM20C FAM210B FBN1 FBXW7 FLI1 FLNA FLVCR1 FOXP1 G6PD GATA1 GP1BA GP1BB GP5 GP9 GPR68 HEATR3 JMJD6 KIT KLF2 L3MBTL3 LILRB1 LRRK1 LTF LYAR MAEA MED1 MEIS1 MPIG6B MYB NCKAP1L NOTCH2 NRROS PABPC4 PAFAH1B1 PIP4K2A PLA2G10 PTBP3 PTPN11 PTPN6 RHAG RHEX RPS6 SH2B3 SIGLEC15 SLC11A2 SLC25A40 SLC4A1 SLC9B2 SRC SRF TAL1 THPO TLR2 TMOD3 TNFSF11 TRIM58 TSPAN2 TYROBP VPS33B WASF2 ZBTB7A ZFPM1 ZNF385A GOBP_MYELOID_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MYELOID_CELL_DIFFERENTIATION ABCB10 ABI1 ACIN1 ACTN1 ACVR1B ACVR2A ADAR ADGRF5 ADIPOQ AHSP ALAS1 ALAS2 ANKRD54 ANXA2 AP3B1 APCS APP ARID4A ARNT ATP5IF1 ATP6AP1 B2M BAP1 BATF BATF2 BATF3 BCL6 BGLAP BMP2 BMP4 BPGM BRD1 C1QC CALCR CAMK4 CARTPT CASP10 CASP3 CASP8 CASP9 CBFA2T3 CBFB CCL19 CCL3 CCN4 CCR1 CCR7 CD101 CD109 CD4 CD74 CD81 CDC42 CDC73 CDIN1 CDK5RAP3 CDK6 CDKN1C CDKN2B CEACAM1 CEBPA CEBPB CEBPE CEBPG CFLAR CIB1 CITED2 CLDN18 CLEC1B CLEC5A CLPB CNOT4 CREB1 CSF1 CSF1R CSF2 CSF3 CSF3R CTNNB1 CTNNBIP1 CTR9 CUL4A DCSTAMP DHRS2 DHRS7B DLL1 DMTN DNASE2 DYRK3 EFNA2 EIF2AK1 EIF6 EP300 EPAS1 EPB42 EPHA2 EPO ERCC2 ERFE ETS1 ETV2 EVI2B F2RL1 FADD FAM20C FAM210B FARP2 FASN FAXDC2 FBN1 FBXW7 FECH FES FLI1 FLNA FLVCR1 FOS FOSL2 FOXO3 FOXP1 FSHB FSTL3 G6PD GAB2 GAB3 GABPA GATA1 GATA2 GATA3 GBA1 GLO1 GP1BA GP1BB GP5 GP9 GPC3 GPR137 GPR137B GPR171 GPR183 GPR55 GPR68 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HAX1 HCLS1 HEATR3 HIF1A HIPK2 HLA-DRB1 HMGB2 HOXA5 HOXA7 HOXA9 HOXB7 HOXB8 HSCB HSF1 HSPA1A HSPA1B HSPA9 IAPP ID2 IFI16 IFNG IGSF23 IKZF1 IL11 IL12B IL15 IL17A IL1RL1 IL20 IL23A IL23R IL25 IL31RA IL33 IL34 IL4 IL5 INHA INHBA INPP5D IREB2 IRF4 IRF7 IRF8 ISG15 ITGB6 ITGB8 ITPKB JAG1 JAGN1 JAK2 JMJD6 JUNB KAT6A KAT8 KCNQ1 KIT KITLG KLF1 KLF10 KLF13 KLF2 KMT2E L3MBTL1 L3MBTL3 LARGE1 LBR LDB1 LEF1 LEO1 LGALS9 LIF LILRB1 LILRB3 LILRB4 LIPA LOX LRRC17 LRRK1 LTBR LTF LYAR LYN MAEA MAF MAFB MAPK11 MAPK14 MB MED1 MEF2C MEIS1 MEIS2 MFHAS1 MIR125B1 MIR145 MIR221 MIR222 MIR223 MIR486-1 MITF MMP9 MPIG6B MPL MT1G MTOR MTURN MYB MYC MYD88 MYH9 NAGLU NBEAL2 NCAPG2 NCKAP1L NCOA6 NDFIP1 NDP NEDD9 NF1 NFKBIA NKAP NKX2-3 NOTCH2 NR3C1 NRROS OCSTAMP OSCAR OSTM1 P4HTM PABPC4 PAF1 PAFAH1B1 PARP1 PDE1B PF4 PIAS3 PIK3CD PIK3R1 PIP4K2A PIR PITHD1 PKNOX1 PLA2G10 PLA2G3 PML POU4F1 POU4F2 PPARG PPARGC1B PPP3CA PRDX3 PRKCA PRKDC PRKX PRMT1 PRMT6 PRTN3 PRXL2A PSEN1 PTBP3 PTK2B PTPN11 PTPN2 PTPN6 PURB RAB7B RACGAP1 RARA RARG RASGRP4 RASSF2 RB1 RBM15 RBPJ RCOR1 RELB RHAG RHEX RIPK1 RNF41 ROR2 RPS14 RPS19 RPS6 RPTOR RUNX1 SBNO2 SCIN SFRP1 SFXN1 SH2B3 SH3PXD2A SIGLEC15 SIRT1 SKIC8 SLC11A2 SLC1A5 SLC25A38 SLC25A40 SLC25A5 SLC4A1 SLC4A2 SLC9B2 SMAD5 SMAP1 SNRK SNX10 SOCS1 SP3 SPI1 SRC SRF SRP54 STAT1 STAT3 STAT5A STAT5B TAL1 TCIRG1 TCTA TESC TET2 TF TFE3 TFRC TGFB1 TGFBR2 TGFBR3 THOC5 THPO THRA TIFAB TIRAP TLR2 TLR3 TLR4 TMEM14C TMEM178A TMEM64 TMOD3 TNF TNFAIP6 TNFRSF11A TNFRSF11B TNFSF11 TOB2 TRAF6 TREM2 TRIB1 TRIM10 TRIM58 TSPAN2 TSPO2 TUBB1 TYROBP UBA5 UBASH3B UBD UCP2 UFL1 VEGFA VPS33A VPS33B VPS54 WASF2 WDR1 ZBTB16 ZBTB46 ZBTB7A ZFP36 ZFP36L1 ZFPM1 ZNF16 ZNF385A ZNF675 GOBP_MYELOID_CELL_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MYELOID_CELL_HOMEOSTASIS ABCB10 ACIN1 ACVR1B ACVR2A ADAM17 ADAR ADGRF5 AHSP ALAS1 ALAS2 ANKRD54 ANXA1 ARID4A ARNT ATP5IF1 AXL B2M BAK1 BAP1 BAX BCL2L11 BCL6 BMP4 BPGM BRD1 BTK CASP3 CCR2 CDIN1 CDK5RAP3 CDK6 CEBPG CFLAR CITED2 CSF1 CXCR2 DMTN DNASE2 DYRK3 EPAS1 EPB42 EPO ERCC2 ETS1 ETV2 FAM210B FANCC FECH FLVCR1 FOXO3 FOXP3 G6PD GATA1 GATA2 GATA3 GCNT4 GPI HAMP HCAR2 HCLS1 HEATR3 HIF1A HIPK2 HMGB1 HMGB2 HMOX1 HOXA5 HOXB6 HSCB HSPA1A HSPA1B HSPA9 ID2 IKZF1 IL6 INHA INHBA INPP5D IREB2 ISG15 ITPKB JAK2 JAM3 JMJD6 KCNQ1 KIT KITLG KLF1 KLF13 KLF2 KMT2E L3MBTL3 LDB1 LIPA LYAR LYN MAEA MAFB MAPK11 MAPK14 MB MED1 MERTK MFHAS1 MIR221 MIR222 MIR486-1 MPIG6B MPL MTHFD1 MYB NCAPG2 NCKAP1L NCSTN NF1 P4HTM PDE4B PIK3CB PIK3CD PKNOX1 PLA2G10 PRDX1 PRKDC PRMT1 PTBP3 PTPN2 RACGAP1 RB1 RCOR1 RHAG RHEX RPS14 RPS17 RPS19 RPS24 RPS6 SCNN1B SFXN1 SH2B3 SLC11A2 SLC15A4 SLC1A5 SLC25A38 SLC25A40 SLC25A5 SLC4A1 SLC7A11 SMAD5 SMAP1 SOD1 SP3 SPI1 SRF STAT1 STAT3 STAT5B TAL1 TGFBR3 THRA TMEM14C TMOD3 TRAF3IP2 TRIM10 TRIM58 TSPO2 UBA5 UFL1 VEGFA XKR8 ZBTB7A ZFP36 ZFP36L1 ZFPM1 ZNF16 GOBP_MYELOID_DENDRITIC_CELL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MYELOID_DENDRITIC_CELL_ACTIVATION BATF BATF2 BATF3 CAMK4 CD2 CLEC4D CSF2 DCSTAMP DHRS2 DOCK2 HAVCR2 HMGB1 IL10 IL4 IRF4 ITGB6 ITGB8 LTBR NOTCH2 PSEN1 PYCARD RBPJ RELB SLAMF1 SPI1 TGFBR2 TRAF6 TSPAN32 UBD GOBP_MYELOID_DENDRITIC_CELL_CHEMOTAXIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MYELOID_DENDRITIC_CELL_CHEMOTAXIS ARHGEF5 CCL19 CCL21 CCR7 SPI1 GOBP_MYELOID_DENDRITIC_CELL_CYTOKINE_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MYELOID_DENDRITIC_CELL_CYTOKINE_PRODUCTION CAMK4 DDX1 DDX21 DHX36 MAVS RIGI TICAM1 TICAM2 GOBP_MYELOID_DENDRITIC_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MYELOID_DENDRITIC_CELL_DIFFERENTIATION BATF BATF2 BATF3 CAMK4 CSF2 DCSTAMP DHRS2 IL4 IRF4 ITGB6 ITGB8 LTBR NOTCH2 PSEN1 RBPJ RELB SPI1 TGFBR2 TRAF6 UBD GOBP_MYELOID_LEUKOCYTE_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MYELOID_LEUKOCYTE_ACTIVATION ADAM10 ADAM9 ADGRE2 ADGRF5 ADORA2B AGER AIF1 ANXA1 ANXA3 APP ATM AZU1 BATF BATF2 BATF3 BCR BPI BTK C12orf4 C1QA C5AR1 CAMK4 CAMP CBL CCL3 CCL5 CCR2 CD177 CD2 CD200 CD226 CD300A CD300LF CD33 CD74 CD84 CD93 CEBPA CHGA CLEC4D CLNK CLU CNR1 CNR2 CPLX2 CRLF2 CRTC3 CSF1 CSF2 CST7 CTSC CTSG CX3CL1 CX3CR1 CXCL6 CXCL8 CXCR2 DCSTAMP DHRS2 DNASE1 DNASE1L3 DOCK2 DYSF EDN2 ENPP3 F2RL1 FCER1A FCER1G FCER2 FCGR2B FCGR3A FER FES FGR FN1 FOXF1 FOXP1 GAB2 GATA1 GATA2 GPR137B GPR15LG GRN GRP HAMP HAVCR1 HAVCR2 HMGB1 HSPD1 HYAL2 IFI35 IFNG IFNGR1 IFNGR2 IL10 IL13 IL13RA2 IL15 IL18 IL18RAP IL1RL1 IL31RA IL33 IL4 IL4R IL6 IRF4 IRGM ITGAM ITGB2 ITGB6 ITGB8 JAK2 JMJD6 KARS1 KCNJ8 KIT KMT2E LAT LAT2 LBP LCP2 LDLR LGALS9 LILRA2 LILRB4 LRFN5 LRRK2 LTBR LYN MAPT MFHAS1 MIF MILR1 MIR125A MIR128-1 MIR130A MIR142 MIR145 MIR181C MMP8 MRGPRX2 MT1G MYD88 MYO18A NAGLU NDRG1 NECTIN2 NMI NOTCH2 NR1D1 NR1H3 NR4A3 PDPK1 PIK3CD PIK3CG PJA2 PLA2G10 PLA2G2A PLA2G3 PLA2G4A PLCG2 PLPP6 PLSCR1 PRAM1 PREX1 PRG3 PRKCD PRKCE PSEN1 PTAFR PTGDR PTGDS PTPN6 PTPRC PYCARD RAB44 RABGEF1 RAC2 RASGRP1 RBPJ RELB RHOH RORA S100A12 S100A13 SBNO2 SCN11A SCNN1B SHPK SLAMF1 SLC11A1 SLC18A2 SNAP23 SNCA SNX4 SNX6 SPACA3 SPHK1 SPHK2 SPI1 STAP1 STK39 STX4 STXBP1 STXBP2 STXBP3 SUCNR1 SYK SYT11 TAFA3 TGFBR2 THBS1 TICAM1 TLR1 TLR2 TLR3 TLR4 TLR6 TLR9 TMEM106A TMEM229B TNF TNIP2 TRAF3IP2 TRAF6 TREM2 TREX1 TRPV1 TSLP TSPAN32 TTBK1 TYROBP UBD UNC13D VAMP2 VAMP3 VAMP7 VAMP8 VSIG4 WNK4 WNT5A ZC3H12A GOBP_MYELOID_LEUKOCYTE_CYTOKINE_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MYELOID_LEUKOCYTE_CYTOKINE_PRODUCTION ACP5 AXL BCL10 BCL6 CAMK4 CARD9 CD36 CD74 CUEDC2 DDX1 DDX21 DHX36 EPX GPRC5B HLA-G IRAK3 KIT LAPTM5 LILRB1 LITAF MAPKAPK2 MAVS MIF MYD88 NLRX1 NOD1 NOD2 NR4A3 P2RX7 PANX1 PLCG2 PRG2 PYCARD RABGEF1 RIGI RIPK2 SEMA7A SIRT1 SPON2 SYK TGFB1 TGFB2 TGFB3 TICAM1 TICAM2 TLR3 TLR4 TLR7 TWIST1 UBE2J1 WNT5A GOBP_MYELOID_LEUKOCYTE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MYELOID_LEUKOCYTE_DIFFERENTIATION ACIN1 ADIPOQ ANXA2 AP3B1 APCS APP ATP6AP1 BAP1 BATF BATF2 BATF3 BGLAP BMP2 BMP4 C1QC CALCR CAMK4 CARTPT CASP10 CASP8 CBFA2T3 CCL19 CCL3 CCN4 CCR1 CCR7 CD101 CD109 CD4 CD74 CD81 CDC42 CDK6 CEACAM1 CEBPA CEBPB CEBPE CITED2 CLDN18 CLPB CREB1 CSF1 CSF1R CSF2 CSF3 CTNNB1 CTNNBIP1 CUL4A DCSTAMP DHRS2 DHRS7B EFNA2 EIF2AK1 EPHA2 ERFE EVI2B F2RL1 FADD FAM20C FARP2 FASN FBN1 FBXW7 FES FOS FOSL2 FOXP1 FSHB FSTL3 GAB2 GAB3 GATA1 GATA2 GATA3 GBA1 GLO1 GPC3 GPR137 GPR137B GPR183 GPR55 GPR68 HAX1 HCLS1 HLA-DRB1 HOXA7 HSF1 IAPP ID2 IFI16 IFNG IGSF23 IL12B IL15 IL17A IL1RL1 IL20 IL23A IL23R IL25 IL31RA IL33 IL34 IL4 IL5 INHA INHBA INPP5D IREB2 IRF4 IRF7 ITGB6 ITGB8 JAGN1 JUNB KIT KITLG KLF10 L3MBTL3 LARGE1 LBR LEF1 LGALS9 LIF LILRB1 LILRB3 LILRB4 LRRC17 LRRK1 LTBR LTF LYN MAFB MAPK14 MED1 MIR125B1 MIR145 MIR223 MIR486-1 MITF MMP9 MT1G MTOR MYC MYD88 MYH9 NAGLU NDFIP1 NDP NEDD9 NF1 NKAP NKX2-3 NOTCH2 NR3C1 NRROS OCSTAMP OSCAR OSTM1 PAFAH1B1 PARP1 PDE1B PF4 PIAS3 PIK3CD PIK3R1 PIR PLA2G3 POU4F1 POU4F2 PPARG PPARGC1B PPP3CA PRKCA PRTN3 PRXL2A PSEN1 PTPN2 RARA RASSF2 RB1 RBPJ RELB RIPK1 ROR2 RPTOR RUNX1 SBNO2 SFRP1 SH3PXD2A SIGLEC15 SIRT1 SLC4A2 SLC9B2 SNX10 SOCS1 SP3 SPI1 SRC SRP54 STAT5A TAL1 TCIRG1 TCTA TESC TF TFE3 TFRC TGFB1 TGFBR2 THOC5 TLR2 TLR3 TLR4 TMEM178A TMEM64 TNF TNFAIP6 TNFRSF11A TNFRSF11B TNFSF11 TOB2 TRAF6 TREM2 TRIB1 TSPAN2 TYROBP UBASH3B UBD UCP2 VEGFA VPS54 ZBTB46 ZFP36L1 ZFPM1 ZNF675 GOBP_MYELOID_LEUKOCYTE_MEDIATED_IMMUNITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MYELOID_LEUKOCYTE_MEDIATED_IMMUNITY ACE ADAM17 ADGRE2 ADORA2B ANXA3 ARG1 AZU1 BCR BTK C12orf4 C3 CAMK4 CARD9 CBL CCL3 CCR2 CD177 CD300A CD84 CHGA CLNK CPLX2 CTSG CX3CR1 CXCL6 DDX1 DDX21 DHX36 DNASE1 DNASE1L3 ELANE F2 F2RL1 FCER1A FCGR1A FCGR2B FCGR3A FER FES FGR FOXF1 GAB2 GATA1 GATA2 GPR15LG GRP HLA-E IGHG1 IL13 IL13RA2 IL4 IL4R IL6 IRAK4 ITGAM ITGB2 JAGN1 KIT KMT2E LAT LAT2 LGALS9 LYN MAVS MILR1 MRGPRX2 MYD88 NDST2 NLRP6 NR4A3 PDPK1 PIK3CD PIK3CG PLA2G1B PLA2G3 PRAM1 PTAFR PTGDR PTGDS RAB44 RABGEF1 RAC2 RASGRP1 RIGI S100A13 SCN11A SCNN1B SERPINB9 SLC18A2 SNAP23 SNX4 SNX6 SPHK2 SPI1 SPON2 STAP1 STX4 STXBP1 STXBP2 STXBP3 SYK TICAM1 TICAM2 TRAF3IP2 TREM1 TUSC2 TYROBP UNC13D VAMP2 VAMP3 VAMP7 VAMP8 WDR1 GOBP_MYELOID_LEUKOCYTE_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MYELOID_LEUKOCYTE_MIGRATION ADAM8 ADGRE2 AGER AIF1 AKIRIN1 ANO6 ANXA1 ARHGEF5 AZU1 B4GALT1 BCR BSG BST1 C1QBP C3AR1 C5 C5AR1 C5AR2 CALCA CAMK1D CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL3 CCL3L1 CCL3L3 CCL4 CCL5 CCL7 CCL8 CCN3 CCR1 CCR2 CCR7 CD177 CD200 CD200R1 CD300A CD300H CD47 CD74 CD81 CD9 CD99 CD99L2 CHGA CKLF CMKLR1 CNN2 CREB3 CSF1 CSF1R CSF3R CTSG CX3CL1 CX3CR1 CXADR CXCL1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL17 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 CXCR1 CXCR2 CYP19A1 DAPK2 DDT DEFB104A DEFB104B DEFB124 DNM1L DPEP1 DPP4 DUSP1 EDN1 EDN2 EDN3 EDNRB EMILIN1 EMP2 EPX FCER1G FLT1 FOLR2 FPR2 FUT4 FUT7 GBF1 GP2 GREM1 HMGB1 IL17A IL17RA IL17RC IL1A IL1B IL1R1 IL23A IL34 IL4 IL6 IL6R IRAK4 ITGA1 ITGA9 ITGB2 JAGN1 JAM3 JAML KIT KITLG LBP LGALS3 LGMN LYN MAPK1 MAPK3 MCOLN2 MCU MDK MICOS10-NBL1 MIF MIR128-1 MIR146A MIR223 MIR24-1 MMP14 MMP2 MMP28 MOSPD2 MPP1 MSMP MSTN MTUS1 MYD88 NBL1 NCKAP1L NF1 NOD2 NUP85 P2RX4 P2RY12 PAFAH1B1 PDE4B PDGFB PDGFD PECAM1 PF4 PF4V1 PGF PIK3CD PIK3CG PIK3R1 PIKFYVE PIP5K1C PLA2G1B PLA2G7 PLCB1 PPBP PPIA PPIB PREX1 PRTN3 PTGER4 PTK2 PTK2B PTPRO RABGEF1 RAC1 RAC2 RAC3 RARRES2 RIN3 RIPOR2 ROR2 RPL13A RPS19 S100A12 S100A14 S100A7 S100A8 S100A9 SAA1 SCG2 SELENOK SERPINE1 SFTPD SIRPA SLAMF1 SLAMF8 SLIT2 SPI1 SRP54 STAP1 STAT5B SWAP70 SYK TAFA4 TGFB2 THBS1 THBS4 TIRAP TNFAIP6 TNFRSF11A TNFSF11 TNFSF18 TREM1 TREM2 TRIM55 TRPV4 UMOD VAV1 VAV3 VEGFA VEGFB VEGFC VEGFD WDR1 XCL1 XCL2 XG GOBP_MYELOID_PROGENITOR_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MYELOID_PROGENITOR_CELL_DIFFERENTIATION ANKLE1 BRAF DPF2 FLT3 JAM3 KIT MLF1 SP3 SPI1 GOBP_MYOBLAST_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MYOBLAST_DIFFERENTIATION ACTB ACTL6A ACTL6B AKIRIN1 ANKRD2 ARID1A ARID1B ARID2 BCL9 BCL9L BMP4 BOC BRD7 BTG1 CAPN3 CMTM5 CXCL10 CXCL9 DDIT3 DDX17 DDX5 DLL1 DPF3 DTYMK EID2B EPAS1 FGF6 FLOT2 GDF3 GPX1 GREM1 HIF1AN HINFP ID3 IFRD1 IGF1 IGFBP3 IL18 ISL1 ITGB1 JAG1 KAT5 KLHL41 LGALS1 LRRC8A MAML1 MAP3K5 MAPK12 MAPK14 MBNL1 MBNL3 MEF2C MEGF10 MIR199A1 MSTN MYF5 MYF6 MYOCD MYOD1 MYOG NMRK2 NOTCH1 NRAS NRG1 PBRM1 PHF10 PITX1 PLCB1 PLEC PLEKHM3 PPARD PRICKLE1 RANBP3L RB1 RBM24 RBPJ REST RIPOR2 SDC1 SHH SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMYD1 SOSTDC1 SOX15 SOX4 SOX8 SOX9 SRA1 SRF TBX2 TBX3 TBXT TCF7L2 TGFB1 TMEM182 TNF TNFSF14 TRIP4 WNT10B WNT3A XKR8 ZFP36L1 GOBP_MYOBLAST_FATE_COMMITMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MYOBLAST_FATE_COMMITMENT EPAS1 IFRD1 ITGB1 MYOD1 PITX1 TCF7L2 GOBP_MYOBLAST_FUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MYOBLAST_FUSION ADAM12 ADAMTS15 ADAMTS5 ADGRB1 ADGRB3 CACNA1H CACNA1S CAPN2 CAV3 CD53 CD81 CD9 CDON CFLAR CXCL10 CXCL9 DOCK1 DOCK2 DOCK5 DYRK1B EHD1 EHD2 ERVFRD-1 ERVW-1 FLOT1 GDF15 IL4 IL4R ITGB1 JAM2 KCNH1 MAPK14 MYH9 MYMK MYMX MYOD1 MYOG NEO1 NFATC2 NOS1 NPHS1 PLEKHO1 PTGFRN RIPOR2 SCGB3A1 TANC1 TMEM182 TNFSF14 WNT1 GOBP_MYOBLAST_FUSION_INVOLVED_IN_SKELETAL_MUSCLE_REGENERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MYOBLAST_FUSION_INVOLVED_IN_SKELETAL_MUSCLE_REGENERATION CD81 CD9 MYMK MYMX PTGFRN GOBP_MYOBLAST_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MYOBLAST_MIGRATION AKIRIN1 ANXA1 BIN3 ITGB1BP1 MEGF10 MSTN NET1 PLEKHO1 ROCK1 SIX1 SIX4 SMO THBS4 GOBP_MYOBLAST_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MYOBLAST_PROLIFERATION ABL1 ATF2 ATOH8 CTNNB1 FES FGF7 FGFBP1 FGR FOS GATA6 GPX1 HGF IGF1 KCNA5 KLHL41 MALAT1 MEGF10 MEIS2 MIR1-1 MIR10A MIR133A1 MIR133B MIR134 MIR199A1 MIR204 MIR499A MSTN MYOD1 PAXBP1 PPARD SIX1 SOX15 SRC ZNF609 GOBP_MYOFIBROBLAST_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MYOFIBROBLAST_DIFFERENTIATION FOSL2 MIR145 MIR21 MIR27B MIR9-1 MIR98 PARP1 PDCD4 RB1 RXFP1 TGFB1 TGFBR1 TP53INP1 TSKU ZEB2 GOBP_MYOSIN_FILAMENT_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MYOSIN_FILAMENT_ORGANIZATION DAPK3 EEF2K MYH11 RAP1GDS1 TCAP TTN GOBP_MYOTUBE_CELL_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MYOTUBE_CELL_DEVELOPMENT ACTA1 ACTN3 ANHX BCL2 BIN3 CACNA1S CAV2 CNTNAP1 DNER FBXO22 GPX1 HDAC9 HOMER1 IGF1 KEL KLHL40 LARGE1 LMOD3 MYF5 MYF6 MYOD1 MYOG MYORG NFATC2 NIBAN2 P2RX2 PLEC PPP3CA PPP3CB RCAN1 RYR1 SELENON SHOX2 SIX1 SKI SMO SMYD3 SPG11 STAC3 TMEM182 WNT10B XK GOBP_MYOTUBE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MYOTUBE_DIFFERENTIATION ACTA1 ACTN3 ADAM12 ADAMTS15 ADAMTS5 ADGRB1 ADGRB3 ANHX ATP11A AVPR1A BARX2 BCL2 BCL9 BDNF BHLHA15 BHLHE41 BIN3 CACNA1H CACNA1S CAPN2 CAV2 CAV3 CCN3 CD53 CD81 CD9 CDON CEACAM5 CFLAR CNTNAP1 CXCL10 CXCL9 CYP26B1 DMPK DNER DOCK1 DOCK2 DOCK5 DYRK1B EHD1 EHD2 ERVFRD-1 ERVW-1 FBXO22 FLOT1 GDF15 GPX1 HDAC1 HDAC3 HDAC4 HDAC5 HDAC9 HOMER1 IGF1 IL4 IL4R ITGB1 JAM2 KCNH1 KEL KLF5 KLHL40 LARGE1 LMOD3 MAML1 MAMSTR MAPK14 MEF2C MIR1-1 MIR133A1 MIR133B MIR200B MIR206 MMP14 MTOR MYEF2 MYF5 MYF6 MYH9 MYMK MYMX MYOCD MYOD1 MYOG MYORG NEO1 NFATC2 NIBAN2 NKX2-5 NLN NOS1 NOTCH1 NPHS1 P2RX2 PIEZO1 PLD3 PLEC PLEKHO1 PLPP7 PPP3CA PPP3CB PTGFRN RBM24 RBM38 RCAN1 RIPOR2 RPL3L RYR1 SCGB3A1 SELENON SHH SHOX2 SIK1 SIX1 SIX4 SKI SMO SMYD1 SMYD3 SORT1 SPG11 STAC3 TANC1 TBX1 TMEM119 TMEM182 TNFSF14 TRIM72 WNT1 WNT10B XBP1 XK GOBP_MYOTUBE_DIFFERENTIATION_INVOLVED_IN_SKELETAL_MUSCLE_REGENERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_MYOTUBE_DIFFERENTIATION_INVOLVED_IN_SKELETAL_MUSCLE_REGENERATION BCL9 CD81 CD9 KLF5 MYMK MYMX MYOD1 PTGFRN TMEM182 GOBP_NADH_DEHYDROGENASE_COMPLEX_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NADH_DEHYDROGENASE_COMPLEX_ASSEMBLY ACAD9 BCS1L COA1 DMAC1 DMAC2 ECSIT FOXRED1 LYRM2 MT-ND1 MT-ND2 MT-ND4 MT-ND5 MT-ND6 NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA3 NDUFA5 NDUFA6 NDUFA8 NDUFA9 NDUFAB1 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF6 NDUFAF7 NDUFAF8 NDUFB1 NDUFB10 NDUFB11 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS7 NDUFS8 NUBPL OXA1L TAFAZZIN TIMM21 TMEM126A TMEM126B TMEM186 GOBP_NADH_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NADH_METABOLIC_PROCESS GPD1 GPD1L MDH1 MDH1B MDH2 ME1 NUDT12 NUDT13 NUDT17 PC VCP GOBP_NADH_OXIDATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NADH_OXIDATION ALDOB GPD1 GPD1L GPD2 NQO1 PCK2 GOBP_NADPH_OXIDATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NADPH_OXIDATION FMO1 FMO2 FMO5 KCNAB2 NQO1 GOBP_NADPH_REGENERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NADPH_REGENERATION ALDH1L1 ALDH1L2 ALDOB DERA G6PD H6PD MLST8 MTOR NNT PGAM1 PGD PGLS PRPS2 RBKS RPE RPEL1 RPIA RPTOR SHPK TALDO1 TIGAR TKT TP53 GOBP_NADP_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NADP_METABOLIC_PROCESS ALDH1L1 ALDH1L2 ALDOB DCXR DERA FMO1 FMO2 FMO5 G6PD GCK H6PD IDH1 IDH2 KCNAB2 MDH1 ME1 ME2 MLST8 MTOR NADK NADK2 NNT NOCT NOX1 NQO1 NUDT12 NUDT13 NUDT17 PC PGAM1 PGD PGLS PRPS2 RBKS RPE RPEL1 RPIA RPTOR SHPK TALDO1 TIGAR TKT TP53 TP53I3 GOBP_NAD_BIOSYNTHESIS_VIA_NICOTINAMIDE_RIBOSIDE_SALVAGE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NAD_BIOSYNTHESIS_VIA_NICOTINAMIDE_RIBOSIDE_SALVAGE_PATHWAY NAMPT NAXD NNMT NUDT12 PARP10 PARP16 PARP9 PTGIS SLC22A13 SLC5A8 GOBP_NAD_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NAD_METABOLIC_PROCESS ACMSD AFMID ASPDH CD38 GPD1 GPD1L HAAO IDO1 IDO2 KMO KYNU LDHB MACROH2A1 MDH1 MDH1B MDH2 ME1 NADK NADK2 NADSYN1 NAMPT NAPRT NAXD NMNAT1 NMNAT2 NMNAT3 NMRK1 NMRK2 NNMT NUDT12 NUDT13 NUDT17 PARP10 PARP16 PARP9 PC PTGIS QPRT SARM1 SLC22A13 SLC5A8 VCP GOBP_NAD_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NAD_TRANSMEMBRANE_TRANSPORT SLC25A17 SLC25A47 SLC25A51 SLC25A52 SLC25A53 GOBP_NAD_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NAD_TRANSPORT P2RX7 SLC25A17 SLC25A47 SLC25A51 SLC25A52 SLC25A53 GOBP_NAIL_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NAIL_DEVELOPMENT FOXN1 FZD6 HOXC13 ITGA6 ITGB4 KRT84 MSX1 MSX2 PRICKLE1 PRKAB1 RSPO4 GOBP_NATURAL_KILLER_CELL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NATURAL_KILLER_CELL_ACTIVATION AP1G1 AXL BAG6 BLOC1S3 BLOC1S6 CASP8 CD2 CD244 CLNK CORO1A DCAF15 ELF4 EMP2 FCGR3A FGR GAS6 GATA3 HAVCR2 HECTD1 HLA-E HLA-F IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IFNE IFNK IFNW1 IL12A IL12B IL15 IL15RA IL18 IL18R1 IL2 IL21R IL23A IL23R JAK2 KAT7 KIR3DS1 KLRC1 KLRC2 KLRC3 KLRC4-KLRK1 KLRD1 KLRF2 KLRK1 LAMP1 LEP MERTK MICA NCR1 NCR3 NFIL3 NKG7 PBX1 PGLYRP1 PGLYRP2 PGLYRP3 PIBF1 PIK3CD PRDM1 PRDX1 PTPN22 PTPRC RAB27A RABL3 RASGRP1 RHBDD3 SLAMF1 SLAMF7 SNX27 SP3 STAT5B TICAM1 TICAM2 TOX TUSC2 TYK2 TYRO3 TYROBP ULBP1 ULBP2 ULBP3 UNC13D VAMP2 VAMP7 ZBTB1 ZNF683 GOBP_NATURAL_KILLER_CELL_ACTIVATION_INVOLVED_IN_IMMUNE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NATURAL_KILLER_CELL_ACTIVATION_INVOLVED_IN_IMMUNE_RESPONSE AP1G1 CD244 CORO1A FCGR3A HLA-F IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IFNE IFNK IFNW1 IL12B KLRC2 KLRF2 LAMP1 NKG7 PGLYRP1 PGLYRP2 PGLYRP3 RAB27A UNC13D VAMP2 VAMP7 ZNF683 GOBP_NATURAL_KILLER_CELL_CHEMOTAXIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NATURAL_KILLER_CELL_CHEMOTAXIS CCL2 CCL3 CCL4 CCL5 CCL7 KLRC4-KLRK1 KLRK1 PIK3CD PIK3CG XCL1 GOBP_NATURAL_KILLER_CELL_CYTOKINE_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NATURAL_KILLER_CELL_CYTOKINE_PRODUCTION CD160 CD226 CD96 CLNK HLA-E HLA-F HLA-G KIR2DL4 RAET1G GOBP_NATURAL_KILLER_CELL_DEGRANULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NATURAL_KILLER_CELL_DEGRANULATION AP1G1 CORO1A FCGR3A HLA-F KLRC2 KLRF2 LAMP1 NKG7 RAB27A UNC13D VAMP2 VAMP7 GOBP_NATURAL_KILLER_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NATURAL_KILLER_CELL_DIFFERENTIATION AXL GAS6 HECTD1 IL15 IL15RA KAT7 MERTK NFIL3 PBX1 PGLYRP1 PGLYRP2 PGLYRP3 PIK3CD PRDM1 PTPRC RABL3 RASGRP1 SLAMF1 SP3 STAT5B TOX TUSC2 TYRO3 ZBTB1 ZNF683 GOBP_NATURAL_KILLER_CELL_MEDIATED_IMMUNE_RESPONSE_TO_TUMOR_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NATURAL_KILLER_CELL_MEDIATED_IMMUNE_RESPONSE_TO_TUMOR_CELL CD160 CD226 CEACAM1 CRTAM HAVCR2 IL12A IL12B NECTIN2 NKG7 PVR TGFB1 GOBP_NATURAL_KILLER_CELL_MEDIATED_IMMUNITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NATURAL_KILLER_CELL_MEDIATED_IMMUNITY AP1G1 ARL8B ARRB2 CADM1 CD160 CD2 CD226 CD96 CEACAM1 CEBPG CLEC12B CLEC2A CLNK CORO1A CRK CRTAM FCGR3A GFER GZMB HAVCR2 HLA-A HLA-B HLA-E HLA-F HLA-G IL12A IL12B IL18 IL18RAP IL21 KIF5B KIR2DL4 KIR3DL1 KLRB1 KLRC1 KLRC2 KLRC3 KLRC4 KLRC4-KLRK1 KLRD1 KLRF2 KLRK1 LAG3 LAMP1 LEP LGALS9 LILRB1 LYST MICA NCR1 NCR3 NECTIN2 NKG7 PIK3R6 PLEKHM2 PRDX1 PTPN6 PVR RAB27A RAET1E RAET1G RASGRP1 RNF19B SERPINB4 SERPINB9 SH2D1A SH2D1B SLAMF6 SLAMF7 STAT5B TGFB1 TUBB TUBB4B ULBP1 ULBP2 ULBP3 UNC13D VAMP2 VAMP7 VAV1 GOBP_NATURAL_KILLER_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NATURAL_KILLER_CELL_PROLIFERATION ELF4 EMP2 FCGR3A HLA-E IL12B IL15 IL18 IL23A IL23R JAK2 LEP PTPN22 SLAMF1 STAT5B TYK2 GOBP_NCRNA_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NCRNA_CATABOLIC_PROCESS ANG DDX49 DEDD2 DICER1 DIS3 DIS3L DIS3L2 DNM3OS ELAC2 ELOB ELOC ERN2 EXOSC10 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 GAS5 KCNQ1OT1 LIN28A LIN28B METTL1 MTREX NEAT1 NSUN2 NUDT16 NUDT16L1 OIP5-AS1 PARN PELO PNPT1 POP1 RBM7 SLFN12 SLFN13 SLFN14 SND1 TENT2 TENT4B TRDMT1 TRIR TRNT1 TUT4 WDR82 XIST XRN1 ZC3H12A ZC3H4 ZCCHC7 ZCCHC8 ZSWIM8 GOBP_NCRNA_EXPORT_FROM_NUCLEUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NCRNA_EXPORT_FROM_NUCLEUS NCBP1 NCBP2 NCBP3 NOL6 NPM1 PHAX SSB TSC1 XPOT GOBP_NCRNA_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NCRNA_METABOLIC_PROCESS AARS1 AARS2 AARSD1 ABT1 ADAR ADAT1 ADAT2 ADAT3 AGO1 AGO2 AGO3 AGO4 AKT1 ALKBH1 ALKBH8 ANG ANKRD16 ANKRD34A ANKRD34B ANKRD34C APLN AR ASZ1 ATOH8 BCDIN3D BMP2 BMP4 BMPR1A BMS1 BOP1 BRF1 BRIX1 BTBD18 BUD23 BYSL C1D C2orf49 C9orf64 CARS1 CARS2 CAVIN1 CC2D1A CDK5RAP1 CDK7 CDKAL1 CELF3 CHD7 CLP1 CTU1 CTU2 DALRD3 DARS1 DARS2 DCAF13 DDX1 DDX10 DDX11 DDX17 DDX18 DDX21 DDX27 DDX3X DDX4 DDX47 DDX49 DDX5 DDX51 DDX52 DDX54 DDX56 DEDD DEDD2 DGCR8 DHX37 DICER1 DIMT1 DIS3 DIS3L DIS3L2 DKC1 DNM3OS DPH3 DROSHA DTD1 DTD2 DTWD1 DTWD2 DUS1L DUS2 DUS3L DUS4L EARS2 EBNA1BP2 EGFR EGR1 EIF4A3 EIF6 ELAC1 ELAC2 ELL ELL2 ELL3 ELOB ELOC ELP1 ELP2 ELP3 ELP4 ELP5 ELP6 EMG1 ENSG00000275464 EPRS1 ERCC2 ERCC6 ERI1 ERI2 ERI3 ERN2 ESF1 ESR1 ETS1 EXD1 EXOSC1 EXOSC10 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 FAM98A FAM98B FARS2 FARSA FARSB FBL FBLL1 FCF1 FDXACB1 FGF2 FKBP6 FOS FOSL1 FOXA1 FOXO3 FRG1 FTSJ1 FTSJ3 GAR1 GARS1 GAS5 GATA2 GATA3 GATA6 GATB GATC GEMIN4 GNL3 GON7 GPAT2 GRSF1 GTF2H5 GTF3A GTF3C1 GTF3C2 GTF3C3 GTF3C4 GTF3C5 GTF3C6 GTPBP3 GTPBP4 H19 HARS1 HARS2 HEATR1 HENMT1 HIF1A HNRNPA2B1 HOXB-AS3 HRAS HSD17B10 IARS1 IARS2 ICE1 ICE2 IL10 IL6 IMP3 IMP4 INTS1 INTS10 INTS11 INTS12 INTS13 INTS14 INTS2 INTS3 INTS4 INTS5 INTS6 INTS6L INTS7 INTS8 INTS9 IPPK ISG20 JUN KARS1 KAT2B KCNQ1OT1 KHSRP KLF4 KLF5 KRI1 KRR1 KTI12 LAGE3 LARP7 LARS1 LARS2 LAS1L LCMT2 LILRB4 LIN28A LIN28B LRRC47 LSM6 LYAR MACROH2A1 MACROH2A2 MAEL MAK16 MAPT MARS1 MARS2 MECP2 MEPCE METTL1 METTL15 METTL15P1 METTL16 METTL18 METTL25B METTL2A METTL2B METTL3 METTL4 METTL5 METTL6 METTL8 MOCS3 MOV10L1 MPHOSPH10 MPHOSPH6 MRM1 MRM2 MRM3 MRPL44 MRTFA MRTFB MRTO4 MTERF4 MTFMT MTO1 MTOR MTREX MYB MYBL1 MYC MYCN MYOCD MYOD1 NAF1 NARS1 NARS2 NAT10 NCBP1 NCBP2 NCL NCOR1 NCOR2 NEAT1 NFATC2 NFATC3 NFATC4 NFIB NFKB1 NGDN NGFR NHP2 NIFK NOB1 NOC4L NOL10 NOL11 NOL6 NOL8 NOL9 NOLC1 NOP10 NOP14 NOP2 NOP53 NOP56 NOP58 NOP9 NPM3 NR1H2 NR3C1 NSA2 NSUN2 NSUN3 NSUN4 NSUN5 NSUN5P1 NSUN5P2 NSUN6 NUDT16 NUDT16L1 NUP155 NVL OIP5-AS1 OSGEP OSGEPL1 PA2G4 PARN PARS2 PDCD11 PDGFB PELO PELP1 PES1 PIH1D1 PIH1D2 PIN4 PIWIL1 PIWIL2 PIWIL4 PLD6 PNLDC1 PNPT1 POLR1B POLR1E POLR1G POLR2F POLR2L POLR3D POLR3E POP1 POP4 POP5 POP7 POU2F1 POU5F1 PPAN PPARA PPARD PPARG PRKDC PRKRA PRL PRORP PRORSD1P PTCD1 PUM1 PUM2 PUS1 PUS10 PUS3 PUS7 PUSL1 PWP1 PWP2 QARS1 QRSL1 QTRT1 QTRT2 RARA RARS1 RARS2 RBFA RBM34 RBM7 RC3H1 RC3H2 RCL1 RELA REST REXO4 RIOK1 RIOK2 RIOK3 RIPK1 RMRP RNASEL RNF113A RNF113B RPAP2 RPF1 RPF2 RPL10A RPL11 RPL14 RPL26 RPL27 RPL35 RPL35A RPL5 RPL7 RPL7A RPL7L1 RPP14 RPP21 RPP25 RPP25L RPP30 RPP38 RPP40 RPPH1 RPS14 RPS15 RPS16 RPS17 RPS19 RPS21 RPS24 RPS25 RPS27 RPS28 RPS6 RPS7 RPS8 RPUSD1 RPUSD2 RPUSD4 RRP1 RRP12 RRP15 RRP1B RRP36 RRP7A RRP7BP RRP8 RRP9 RRS1 RSL1D1 RTCB RTRAF SAGE1 SAGE2P SARS1 SARS2 SART1 SBDS SDE2 SEPSECS SHQ1 SIRT7 SLFN12 SLFN13 SLFN14 SLX9 SMAD1 SMAD2 SMAD3 SMAD4 SMAD6 SMARCA4 SMARCB1 SNAPC1 SNAPC2 SNAPC3 SNAPC4 SNAPC5 SND1 SNIP1 SNU13 SOX9 SPI1 SPIN1 SPOUT1 SREBF1 SREBF2 SRF SRFBP1 SRRT SRSF3 SSB STAT3 SUV39H1 TAF1B TARBP1 TARBP2 TARS1 TARS2 TARS3 TBL3 TCOF1 TDRD1 TDRD12 TDRD5 TDRD6 TDRD7 TDRD9 TDRKH TEAD1 TENT2 TENT4B TERT TEX15 TFB1M TFB2M TGFB1 TGFB2 THADA THG1L THUMPD1 THUMPD2 THUMPD3 TNF TOE1 TOPAZ1 TP53 TP53RK TPRKB TRDMT1 TRIM71 TRIR TRIT1 TRMO TRMT1 TRMT10A TRMT10B TRMT10C TRMT11 TRMT112 TRMT12 TRMT13 TRMT1L TRMT2A TRMT2B TRMT44 TRMT5 TRMT6 TRMT61A TRMT61B TRMT9B TRMU TRNT1 TRPT1 TRUB1 TRUB2 TSEN15 TSEN2 TSEN34 TSEN54 TSN TSNAX TSR1 TSR2 TSR3 TUT1 TUT4 TUT7 TWIST1 TYW1 TYW1B TYW3 TYW5 URB1 URM1 USB1 USP36 USPL1 UTP11 UTP14A UTP14C UTP15 UTP18 UTP20 UTP23 UTP25 UTP3 UTP4 UTP6 VARS1 VARS2 WARS1 WARS2 WBP11 WDR12 WDR18 WDR3 WDR36 WDR4 WDR43 WDR46 WDR55 WDR6 WDR74 WDR75 WDR82 WT1 XIST XPO5 XRN1 XRN2 YARS1 YARS2 YBEY YRDC YTHDF2 YY1 ZBTB8OS ZC3H10 ZC3H12A ZC3H4 ZC3H7A ZC3H7B ZC3H8 ZCCHC4 ZCCHC7 ZCCHC8 ZMPSTE24 ZNF143 ZNF512B ZNHIT3 ZNHIT6 ZSWIM8 GOBP_NCRNA_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NCRNA_PROCESSING AARS1 ABT1 ADAR ADAT1 ADAT2 ADAT3 AGO1 AGO2 AGO3 AGO4 AKT1 ALKBH1 ALKBH8 ANKRD16 ANKRD34A ANKRD34B ANKRD34C ASZ1 BCDIN3D BMP4 BMS1 BOP1 BRIX1 BUD23 BYSL C1D C2orf49 C9orf64 CDK5RAP1 CDKAL1 CHD7 CLP1 CTU1 CTU2 DALRD3 DCAF13 DDX1 DDX10 DDX17 DDX18 DDX21 DDX27 DDX3X DDX4 DDX47 DDX49 DDX5 DDX51 DDX52 DDX54 DDX56 DGCR8 DHX37 DICER1 DIMT1 DIS3 DKC1 DPH3 DROSHA DTWD1 DTWD2 DUS1L DUS2 DUS3L DUS4L EBNA1BP2 EIF4A3 EIF6 ELAC1 ELAC2 ELP1 ELP2 ELP3 ELP4 ELP5 ELP6 EMG1 ENSG00000275464 ERCC2 ERI1 ERI2 ERI3 ESF1 EXD1 EXOSC1 EXOSC10 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 FAM98A FAM98B FARS2 FBL FBLL1 FCF1 FDXACB1 FKBP6 FRG1 FTSJ1 FTSJ3 GAR1 GEMIN4 GON7 GPAT2 GRSF1 GTF2H5 GTPBP3 GTPBP4 H19 HEATR1 HENMT1 HNRNPA2B1 HOXB-AS3 HSD17B10 IL6 IMP3 IMP4 INTS1 INTS10 INTS11 INTS12 INTS13 INTS14 INTS2 INTS3 INTS4 INTS5 INTS6 INTS6L INTS7 INTS8 INTS9 ISG20 KARS1 KAT2B KRI1 KRR1 KTI12 LAGE3 LARP7 LAS1L LCMT2 LIN28A LIN28B LSM6 LYAR MAEL MAK16 MECP2 METTL1 METTL15 METTL15P1 METTL16 METTL18 METTL25B METTL2A METTL2B METTL3 METTL5 METTL6 METTL8 MOCS3 MOV10L1 MPHOSPH10 MPHOSPH6 MRM1 MRM2 MRM3 MRPL44 MRTO4 MTERF4 MTFMT MTO1 MTREX NAF1 NAT10 NCBP1 NCBP2 NGDN NHP2 NIFK NOB1 NOC4L NOL10 NOL11 NOL6 NOL8 NOL9 NOLC1 NOP10 NOP14 NOP2 NOP53 NOP56 NOP58 NOP9 NPM3 NSA2 NSUN2 NSUN3 NSUN4 NSUN5 NSUN5P1 NSUN5P2 NSUN6 NUDT16 NUP155 NVL OSGEP OSGEPL1 PA2G4 PARN PDCD11 PELP1 PES1 PIH1D1 PIH1D2 PIN4 PIWIL1 PIWIL2 PIWIL4 PLD6 PNLDC1 PNPT1 POP1 POP4 POP5 POP7 PPAN PRKDC PRKRA PRORP PTCD1 PUM1 PUM2 PUS1 PUS10 PUS3 PUS7 PUSL1 PWP1 PWP2 QTRT1 QTRT2 RBFA RBM34 RCL1 REXO4 RIOK1 RIOK2 RIOK3 RIPK1 RMRP RNASEL RNF113A RNF113B RPF1 RPF2 RPL10A RPL11 RPL14 RPL26 RPL27 RPL35 RPL35A RPL5 RPL7 RPL7A RPL7L1 RPP14 RPP21 RPP25 RPP25L RPP30 RPP38 RPP40 RPPH1 RPS14 RPS15 RPS16 RPS17 RPS19 RPS21 RPS24 RPS25 RPS27 RPS28 RPS6 RPS7 RPS8 RPUSD1 RPUSD2 RPUSD4 RRP1 RRP12 RRP15 RRP1B RRP36 RRP7A RRP7BP RRP8 RRP9 RRS1 RSL1D1 RTCB RTRAF SAGE1 SAGE2P SARS1 SART1 SBDS SDE2 SEPSECS SHQ1 SIRT7 SLX9 SMAD1 SMAD2 SMAD3 SNIP1 SNU13 SPOUT1 SRFBP1 SRRT SRSF3 SSB STAT3 SUV39H1 TARBP1 TARBP2 TBL3 TDRD1 TDRD12 TDRD5 TDRD6 TDRD7 TDRD9 TDRKH TENT4B TERT TEX15 TFB1M TFB2M TGFB1 THADA THG1L THUMPD1 THUMPD2 THUMPD3 TOE1 TP53 TP53RK TPRKB TRDMT1 TRIM71 TRIT1 TRMO TRMT1 TRMT10A TRMT10B TRMT10C TRMT11 TRMT112 TRMT12 TRMT13 TRMT1L TRMT2A TRMT2B TRMT44 TRMT5 TRMT6 TRMT61A TRMT61B TRMT9B TRMU TRNT1 TRPT1 TRUB1 TRUB2 TSEN15 TSEN2 TSEN34 TSEN54 TSN TSNAX TSR1 TSR2 TSR3 TUT1 TUT4 TUT7 TYW1 TYW1B TYW3 TYW5 URB1 URM1 USB1 USP36 UTP11 UTP14A UTP14C UTP15 UTP18 UTP20 UTP23 UTP25 UTP3 UTP4 UTP6 WBP11 WDR12 WDR18 WDR3 WDR36 WDR4 WDR43 WDR46 WDR55 WDR6 WDR74 WDR75 XRN2 YBEY YRDC YTHDF2 ZBTB8OS ZC3H10 ZC3H7A ZC3H7B ZCCHC4 ZCCHC8 ZMPSTE24 ZNHIT3 ZNHIT6 GOBP_NCRNA_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NCRNA_TRANSCRIPTION ANG APLN AR ATOH8 BMP2 BMP4 BMPR1A BRF1 BTBD18 CAVIN1 CC2D1A CDK7 CELF3 DDX11 DDX5 DEDD EGFR EGR1 ELL ELL2 ELL3 ERCC2 ERCC6 ESR1 ETS1 FGF2 FOS FOSL1 FOXA1 FOXO3 GATA2 GATA3 GATA6 GNL3 GTF2H5 GTF3A GTF3C1 GTF3C2 GTF3C3 GTF3C4 GTF3C5 GTF3C6 HIF1A ICE1 ICE2 IL10 IPPK JUN KLF4 KLF5 LARP7 LILRB4 MACROH2A1 MACROH2A2 MARS1 MEPCE MRTFA MRTFB MTOR MYB MYBL1 MYC MYCN MYOCD MYOD1 NCL NCOR1 NCOR2 NFATC2 NFATC3 NFATC4 NFIB NGFR NIFK NOL11 NOP53 NPM3 NR1H2 NR3C1 PDGFB PIH1D1 POLR1B POLR1E POLR1G POLR2F POLR2L POLR3D POLR3E POU2F1 POU5F1 PPARA PPARD PPARG PRL PWP1 RARA RELA REST RPAP2 SIRT7 SMAD1 SMAD3 SMAD4 SMAD6 SMARCA4 SMARCB1 SNAPC1 SNAPC2 SNAPC3 SNAPC4 SNAPC5 SOX9 SPI1 SPIN1 SREBF1 SREBF2 SRF STAT3 TAF1B TCOF1 TEAD1 TERT TGFB1 TGFB2 TNF TOPAZ1 TP53 TWIST1 USPL1 WDR82 WT1 YY1 ZC3H4 ZC3H8 ZNF143 ZNF512B GOBP_NECROPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NECROPTOTIC_PROCESS ADPRS AIFM1 ARHGEF2 BIRC2 BIRC3 BOK CASP6 CASP8 CAV1 CFLAR CYLD DNM1L FADD FAS FASLG FZD9 IPMK ITCH ITPK1 MIR101-1 MIR103A1 MIR107 MIR214 MIR22 MIR221 MIR223 MIR485 MLKL MUTYH NLRP6 OGT PARP1 PELI1 PGAM5 PPIF PRKN PYGL RBCK1 RIPK1 RIPK3 RNF31 SLC25A4 SPATA2 TLR3 TNF TP53 TRPM7 YBX3 ZBP1 GOBP_NECROPTOTIC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NECROPTOTIC_SIGNALING_PATHWAY FADD FAS FASLG MLKL RIPK1 RIPK3 TLR3 TNF GOBP_NEGATIVE_ADAPTATION_OF_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_ADAPTATION_OF_SIGNALING_PATHWAY ADM ADRB2 ADRB3 APELA APLN APLNR ARR3 ARRB1 ARRB2 DRD2 DRD3 ENTREP1 GIPR GRK2 GRK3 GRM5 GTF2H2 HTR1B HTR2B NECAB2 SAG UBQLN2 GOBP_NEGATIVE_CHEMOTAXIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_CHEMOTAXIS APOA1 DPP4 EFNA5 EPHA7 FLRT2 FLRT3 ITGAV ITGB3 LGR6 LRTM1 LRTM2 NRG1 NRG3 NRP2 NTN1 PDGFA PLXNA3 PLXNA4 RHOA ROBO1 ROBO2 RYK SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SLIT1 SLIT2 SLIT3 UNC5C WNT5A GOBP_NEGATIVE_REGULATION_BY_HOST_OF_VIRAL_GENOME_REPLICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_BY_HOST_OF_VIRAL_GENOME_REPLICATION APOBEC3H CCL8 CCNK EIF2AK4 MIR221 MIR222 PRKN SMC5 SMC6 VAPA ZBED1 ZC3H12A GOBP_NEGATIVE_REGULATION_BY_HOST_OF_VIRAL_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_BY_HOST_OF_VIRAL_PROCESS APCS APOBEC3H CCL8 CCNK EIF2AK4 LTF MIR221 MIR222 NUCKS1 PRKN PSMC3 PTX3 SMC5 SMC6 VAPA ZBED1 ZC3H12A GOBP_NEGATIVE_REGULATION_BY_HOST_OF_VIRAL_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_BY_HOST_OF_VIRAL_TRANSCRIPTION CCL3 CCL4 CCL5 HDAC1 HMGA2 INPP5K JUN NUCKS1 POU2F3 PSMC3 REST TARDBP TFAP4 ZNF639 GOBP_NEGATIVE_REGULATION_OF_ACTIN_FILAMENT_BUNDLE_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_ACTIN_FILAMENT_BUNDLE_ASSEMBLY ARAP1 ARHGAP28 ARHGAP6 ARHGEF18 CGNL1 CLASP1 CLASP2 CORO2B DLC1 F11R FRMD7 INPP5K MET MIR138-1 MIR149 MIR20A MIR21 MYOC PAK2 PFN1 PHLDB2 PIK3R1 PPFIA1 PRKN RHPN1 RHPN2 RHPN2P1 S1PR1 SHANK1 SHANK3 STMN1 TACSTD2 TJP1 TMEFF2 WAS WASF2 GOBP_NEGATIVE_REGULATION_OF_ACTIN_FILAMENT_DEPOLYMERIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_ACTIN_FILAMENT_DEPOLYMERIZATION ADD1 ADD2 ADD3 AVIL CAPG CAPZA1 CAPZA2 CAPZA3 CAPZB CARMIL1 CARMIL2 CRACD DMTN EPS8 FLII GSN LIMA1 LMOD1 LMOD2 LMOD3 MTPN PIK3CA PLEKHH2 RDX SCIN SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 SVIL SWAP70 TMOD1 TMOD2 TMOD3 TMOD4 TRIOBP TWF1 TWF2 VIL1 VILL WASHC2C GOBP_NEGATIVE_REGULATION_OF_ACTIN_FILAMENT_POLYMERIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_ACTIN_FILAMENT_POLYMERIZATION ADD1 ADD2 ADD3 ARFGEF1 AVIL BBS4 CAPG CAPZA1 CAPZA2 CAPZA3 CAPZB CARMIL1 CARMIL2 CRACD CYRIB DMTN EPS8 FHOD3 FLII GSN HIP1R KANK1 KANK2 KANK3 KANK4 LMOD1 LMOD2 LMOD3 MIR214 MKKS MTPN MYADM PFN1 PFN2 PFN4 PRKCD RDX SCIN SLIT2 SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 SSH1 SSH2 SSH3 SVIL TMOD1 TMOD2 TMOD3 TMOD4 TMSB10 TMSB15A TMSB15B TMSB15C TMSB4X TMSB4Y TRIOBP TWF1 TWF2 VIL1 VILL WASHC2C GOBP_NEGATIVE_REGULATION_OF_ACTIN_NUCLEATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_ACTIN_NUCLEATION ARPIN CORO1A CORO1B CTNNA2 DNAI3 GMFB GMFG HIP1R PICK1 GOBP_NEGATIVE_REGULATION_OF_ACTION_POTENTIAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_ACTION_POTENTIAL BIN1 CHRNB2 CNR1 CNR2 GPR35 SUMO1 GOBP_NEGATIVE_REGULATION_OF_ACTIVATED_T_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_ACTIVATED_T_CELL_PROLIFERATION ARG1 BTN2A2 CASP3 CD274 CRTAM FOXP3 LGALS9 LILRB4 LRRC32 MIR181C PDCD1LG2 PRKAR1A PRNP RC3H1 SCRIB GOBP_NEGATIVE_REGULATION_OF_ACTIVIN_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_ACTIVIN_RECEPTOR_SIGNALING_PATHWAY ACVR1 CER1 DACT2 DAND5 FKBP1A FST FSTL3 IGSF1 LEMD3 MAGI2 NOMO1 NOMO3 SKI SMAD6 SMAD7 SMURF1 GOBP_NEGATIVE_REGULATION_OF_ACUTE_INFLAMMATORY_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_ACUTE_INFLAMMATORY_RESPONSE ADORA1 APCS ASH1L FCGR2B GSTP1 IL20RB IL4 INS MIR302E NLRP3 NPY5R SELENOS SPN GOBP_NEGATIVE_REGULATION_OF_ACUTE_INFLAMMATORY_RESPONSE_TO_ANTIGENIC_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_ACUTE_INFLAMMATORY_RESPONSE_TO_ANTIGENIC_STIMULUS FCGR2B IL20RB MIR302E NPY5R SELENOS SPN GOBP_NEGATIVE_REGULATION_OF_ADAPTIVE_IMMUNE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_ADAPTIVE_IMMUNE_RESPONSE AHR ALOX15 ARG1 ASCL2 BCL6 C4BPA C4BPB CD160 CD46 CD80 CEACAM1 CLEC4G CR1 CR1L CR2 DUSP22 FCGR2B FOXJ1 FOXP3 HAVCR2 HFE HLA-F HLA-G IFNA2 IFNB1 IL1RL1 IL2 IL20RB IL27RA IL33 IL4 IL4I1 IL4R IL7R JAK3 KLRC1 KLRD1 LILRB1 LILRB4 LOXL3 NCKAP1L NDFIP1 NOD2 PARP3 PPP3CB PTPN6 PTPRC RC3H1 RC3H2 SAMSN1 SLAMF1 SMAD7 SPN SUSD4 SVEP1 TBX21 THOC1 TNFRSF14 TNFSF18 TNFSF4 TRIM27 XCL1 ZBTB7B ZC3H12A GOBP_NEGATIVE_REGULATION_OF_ADENYLATE_CYCLASE_ACTIVATING_ADRENERGIC_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_ADENYLATE_CYCLASE_ACTIVATING_ADRENERGIC_RECEPTOR_SIGNALING_PATHWAY ARRDC3 ATP2B4 CRTC3 GNAI2 MIR133A1 PDE4B GOBP_NEGATIVE_REGULATION_OF_ADENYLATE_CYCLASE_ACTIVATING_G_PROTEIN_COUPLED_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_ADENYLATE_CYCLASE_ACTIVATING_G_PROTEIN_COUPLED_RECEPTOR_SIGNALING_PATHWAY APLP1 ARRDC3 ATP2B4 CRTC3 GNAI2 MIR133A1 MRAP MRAP2 OPRL1 PDE4B SSTR4 GOBP_NEGATIVE_REGULATION_OF_ADIPOSE_TISSUE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_ADIPOSE_TISSUE_DEVELOPMENT KLF7 MIR138-1 PARP1 POU4F2 SPI1 GOBP_NEGATIVE_REGULATION_OF_ALCOHOL_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_ALCOHOL_BIOSYNTHETIC_PROCESS APOE BMP2 BMP5 CYP27B1 DKK3 ERLIN1 ERLIN2 GFI1 MIR185 MIR30C1 MIR342 MIR548P MIR98 NFKB1 PLEK PRKG1 REST SCAP SOD1 GOBP_NEGATIVE_REGULATION_OF_ALPHA_BETA_T_CELL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_ALPHA_BETA_T_CELL_ACTIVATION ADORA2A ANXA1 ARG2 ASCL2 BCL6 CBFB CBLB CD274 CD300A CLEC4G DAPL1 FOXP3 GLI3 HFE HLX HMGB1 IHH IL2 IL4 IL4R ITCH JAK3 LGALS9 LGALS9B LGALS9C LILRB1 LOXL3 NDFIP1 RC3H1 RC3H2 RUNX1 RUNX3 SHH SLC4A2 SMAD7 SOCS1 SOCS5 TARM1 TBX21 TNFRSF14 TNFSF18 TNFSF4 TWSG1 VSIR XCL1 ZBTB7B ZC3H12A GOBP_NEGATIVE_REGULATION_OF_ALPHA_BETA_T_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_ALPHA_BETA_T_CELL_DIFFERENTIATION ANXA1 ASCL2 BCL6 CBFB FOXP3 GLI3 HLX HMGB1 IHH IL2 IL4 IL4R JAK3 LOXL3 RC3H1 RC3H2 RUNX1 RUNX3 SHH SLC4A2 SMAD7 SOCS1 SOCS5 TBX21 TNFSF18 TNFSF4 ZBTB7B ZC3H12A GOBP_NEGATIVE_REGULATION_OF_ALPHA_BETA_T_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_ALPHA_BETA_T_CELL_PROLIFERATION ARG2 CBLB CD274 CLEC4G FOXP3 ITCH LGALS9 LGALS9B LGALS9C NDFIP1 SLC4A2 TNFRSF14 TWSG1 VSIR XCL1 ZBTB7B GOBP_NEGATIVE_REGULATION_OF_AMIDE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_AMIDE_METABOLIC_PROCESS ABCA7 AGO1 AGO2 AGO3 AGO4 AJUBA ANG APOE ATCAY ATF4 BANK1 BIN1 BTG2 C8orf88 CALR CAPRIN1 CAPRIN2 CELF1 CELF4 CHRNA7 CIRBP CLU CNOT1 CNOT10 CNOT11 CNOT2 CNOT3 CNOT4 CNOT6 CNOT6L CNOT7 CNOT8 CNOT9 CPEB1 CPEB2 CPEB3 CPEB4 CSDE1 CSNK2A1 DAPK1 DAPK3 DAPL1 DCP1A DCP1B DCP2 DCPS DDX3X DDX6 DHFR DHFRP1 DHX36 DHX9 DIS3 DIS3L2 DND1 EIF2AK1 EIF2AK2 EIF2AK3 EIF2AK4 EIF2S1 EIF3E EIF4A3 EIF4E EIF4E2 EIF4EBP1 EIF4EBP2 EIF4EBP3 EIF4ENIF1 EIF4G1 EIF6 ENC1 EPHA4 EPRS1 EXOSC2 EXOSC3 EXOSC5 EXOSC7 EXOSC8 EXOSC9 FMR1 FTO FXR1 FXR2 GAPDH GGA3 GIGYF2 GRB7 GZMB HAP1 HNRNPD HNRNPR HNRNPU IFRD2 IGF1 IGF2BP1 IGF2BP2 IGF2BP3 IGFBP5 ILF3 INPP5E KHSRP LARP1 LIMD1 LIN28A LSM1 LSM14A MALSU1 METTL14 METTL16 METTL3 MEX3D MIR1-1 MIR100 MIR101-1 MIR103A1 MIR103B1 MIR106A MIR106B MIR107 MIR10B MIR125A MIR125B1 MIR126 MIR1271 MIR128-1 MIR130A MIR132 MIR133A1 MIR133B MIR134 MIR135B MIR137 MIR138-1 MIR140 MIR144 MIR145 MIR146A MIR148A MIR148B MIR149 MIR151A MIR153-1 MIR15A MIR15B MIR16-1 MIR17 MIR181A2 MIR181B1 MIR181C MIR181D MIR182 MIR185 MIR186 MIR18A MIR190B MIR191 MIR192 MIR195 MIR19B1 MIR200B MIR200C MIR204 MIR205 MIR206 MIR208A MIR20A MIR21 MIR210 MIR212 MIR214 MIR218-1 MIR221 MIR222 MIR223 MIR23A MIR24-1 MIR26B MIR27A MIR27B MIR28 MIR298 MIR299 MIR29A MIR29B1 MIR29C MIR302A MIR302C MIR30B MIR31 MIR326 MIR339 MIR342 MIR345 MIR346 MIR361 MIR365A MIR373 MIR378A MIR379 MIR423 MIR4286 MIR448 MIR455 MIR483 MIR485 MIR486-1 MIR491 MIR495 MIR497 MIR499A MIR503 MIR517A MIR517C MIR518B MIR520B MIR520C MIR520E MIR543 MIR562 MIR564 MIR590 MIR608 MIR6086 MIR625 MIR655 MIR659 MIR663A MIR665 MIR877 MIR885 MIR9-1 MIR92A1 MIR93 MIR939 MIR96 MIR98 MIRLET7A1 MIRLET7B MIRLET7E MIRLET7I MLH1 MOV10 MRPL13 NANOS1 NANOS2 NANOS3 NCL NHLRC1 NHLRC3 NMNAT2 NOCT NT5C3B NTRK2 ORMDL1 ORMDL2 ORMDL3 PABPC1 PABPN1L PAIP1 PAIP2 PAIP2B PAN2 PAN3 PARN PARP16 PATL1 PATL2 PCIF1 PDE12 PIN1 PLEKHN1 PNLDC1 PNPT1 POLR2G PRG3 PRKAA1 PRNP PUM1 PUM2 PURA PUS7 RACK1 RARA RBM24 RBM4 RC3H1 RC3H2 RGS2 RIDA RNF139 ROCK1 ROCK2 RPL13A RPS3 RTN1 RTN2 RTN3 RTN4 SAMD4A SAMD4B SERBP1 SESN2 SHFL SHMT1 SHMT2 SORL1 SPHK1 SPON1 SRP9 SYNCRIP TARDBP TENT4A TENT4B TIA1 TNKS1BP1 TNRC6A TNRC6B TNRC6C TOB1 TPR TRIM2 TRIM3 TRIM71 TSC1 TUT4 TUT7 TYMS UNK UPF1 WFS1 WTIP XRN1 YBX1 YTHDF1 YTHDF2 YTHDF3 ZAR1 ZAR1L ZC3H12A ZC3H12D ZFP36 ZFP36L1 ZFP36L2 ZNF540 ZNF598 GOBP_NEGATIVE_REGULATION_OF_AMINE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_AMINE_METABOLIC_PROCESS ATCAY ATP2B4 BCKDK ITGAM ITGB2 MIR21 GOBP_NEGATIVE_REGULATION_OF_AMINE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_AMINE_TRANSPORT ABAT ADORA1 ADRA2A ADRA2B ADRA2C ARL6IP5 CHGA CNR1 CRH DRD2 GABBR1 GHSR GRM7 HRH3 HTR1B LEP NPY5R P2RY1 PRKG1 RGS2 RGS4 SLC43A1 SLC43A2 SNCA SYT11 SYT4 TNF TRH GOBP_NEGATIVE_REGULATION_OF_AMINO_ACID_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_AMINO_ACID_TRANSPORT ABAT ADORA1 ARL6IP5 GABBR1 GRM7 HRH3 HTR1B LEP NPY5R PRKG1 RGS2 RGS4 SLC43A1 SLC43A2 TNF TRH GOBP_NEGATIVE_REGULATION_OF_AMYLOID_BETA_CLEARANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_AMYLOID_BETA_CLEARANCE CYP51A1 HMGCR IFNG IFNGR1 LRPAP1 MIR1908 MIR34A MYOCD PLA2G3 SRF TNF GOBP_NEGATIVE_REGULATION_OF_AMYLOID_FIBRIL_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_AMYLOID_FIBRIL_FORMATION APOE CLU CRYAB IAPP LDLR MIR31 PFDN1 PFDN2 PFDN4 PFDN5 PFDN6 TREM2 VBP1 GOBP_NEGATIVE_REGULATION_OF_AMYLOID_PRECURSOR_PROTEIN_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_AMYLOID_PRECURSOR_PROTEIN_BIOSYNTHETIC_PROCESS AATF ABCA7 AGO2 BACE2 ITM2A ITM2B ITM2C MIR101-1 MIR106A MIR144 MIR147A MIR153-1 MIR17 MIR20A MIR298 MIR31 MIR323A MIR455 MIR520C MIR644A GOBP_NEGATIVE_REGULATION_OF_AMYLOID_PRECURSOR_PROTEIN_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_AMYLOID_PRECURSOR_PROTEIN_CATABOLIC_PROCESS ABCA7 APOE BIN1 CHRNA7 CLU FLOT2 GGA3 HAP1 IGF1 MIR107 MIR153-1 MIR15B MIR186 MIR24-1 MIR298 MIR29A MIR29B1 MIR29C MIR339 MIR361 MIR455 NTRK2 PICALM PIN1 PRNP ROCK1 RTN1 RTN2 RTN3 RTN4 SORL1 SPON1 GOBP_NEGATIVE_REGULATION_OF_ANDROGEN_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_ANDROGEN_RECEPTOR_SIGNALING_PATHWAY DAB2 FOXH1 FOXP1 HDAC1 HEYL NCOR1 NCOR2 NODAL PHB1 PIAS2 SFRP1 SIRT1 SMARCA4 TCF21 ZBTB7A GOBP_NEGATIVE_REGULATION_OF_ANOIKIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_ANOIKIS BCL2 CAV1 CEACAM5 CEACAM6 ITGA5 ITGB1 MCL1 NOTCH1 NTRK2 PDK4 PIK3CA PIK3R3 PTK2 PTRH2 SNAI2 SRC TLE1 ZNF304 GOBP_NEGATIVE_REGULATION_OF_ANTIGEN_PROCESSING_AND_PRESENTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_ANTIGEN_PROCESSING_AND_PRESENTATION CD68 FCGR2B FGL2 HFE HLA-DOA HLA-DOB LILRB2 TAPBPL THBS1 GOBP_NEGATIVE_REGULATION_OF_ANTIGEN_RECEPTOR_MEDIATED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_ANTIGEN_RECEPTOR_MEDIATED_SIGNALING_PATHWAY BTN2A2 CBLB CD160 CD22 CD300A CEACAM1 DGKZ DUSP22 DUSP3 ELF1 EZR FCGR2B FCRL3 GBP1 GPS2 LAPTM5 LGALS3 LILRB4 LPXN MIR34A PAWR PHPT1 PLCL2 PRNP PTPN2 PTPN22 PTPN6 PTPRJ PVRIG SH2D1A SLA2 THY1 UBASH3A GOBP_NEGATIVE_REGULATION_OF_APOPTOTIC_PROCESS_INVOLVED_IN_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_APOPTOTIC_PROCESS_INVOLVED_IN_DEVELOPMENT BMP7 FOXC1 FOXC2 HNF1B PAX2 PAX8 GOBP_NEGATIVE_REGULATION_OF_APOPTOTIC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_APOPTOTIC_SIGNALING_PATHWAY AATF ACAA2 ACKR3 ACVR1 AKT1 AR ARHGEF2 ARMC10 ASAH2 ATAD5 ATF4 AVP BAG5 BAK1 BAX BCL2 BCL2L1 BCL2L2 BDKRB2 BDNF BID BIRC6 BMI1 BMP4 BMP5 BOK BRCA1 C8orf44-SGK3 CAAP1 CCAR2 CD44 CD74 CDKN2D CFLAR CLU COL2A1 CREB3 CREB3L1 CSF2 CSNK2A1 CSNK2A2 CTH CTNNA1 CTNNB1 CTTN CX3CL1 CX3CR1 CXCL12 DDIAS DDX3X DNAJA1 ELL3 ENO1 EPO EYA1 EYA2 EYA3 EYA4 FAIM FAIM2 FBXO7 FGA FGB FGF10 FGG FIGNL1 FXN FYN FZD1 FZD9 GATA1 GATA4 GCLC GCLM GDNF GFRAL GHITM GNAI2 GPX1 GRINA GSK3B GSTP1 HDAC1 HELLS HERPUD1 HGF HIF1A HMGB2 HMOX1 HSPA1A HSPA1B HSPB1 HTRA2 HTT HYOU1 ICAM1 IER3 IFI6 IGF1 IL10 IL19 IL1A IL1B IL4 IL7 ING2 INS ITGA6 ITGAV ITPRIP IVNS1ABP KDM1A LGALS3 LMNA LRRK2 MAGEA3 MAP2K5 MAPK7 MAPK8IP1 MAPK8IP2 MARCHF7 MAZ MCL1 MDM2 MEIS3 MIF MIR132 MIR133A1 MIR17 MIR195 MIR19A MIR21 MIR210 MIR221 MIR222 MIR29B1 MIR92A1 MMP9 MNT MPV17L MUC1 NANOS3 NDUFA13 NDUFS3 NFE2L2 NME5 NOC2L NOG NOL3 NONO NOS3 NR4A2 NRP1 OPA1 PAK5 PARK7 PARL PCGF2 PDX1 PEA15 PELI3 PF4 PHIP PIH1D1 PIK3CB PINK1 PLAUR PPIA PPIF PRDX2 PRELID1 PRKN PSEN1 PSMD10 PSME3 PTGS2 PTPN1 PTTG1IP PYCR1 QARS1 RACK1 RAF1 RB1 RB1CC1 RELA RFFL RIPK1 RNF34 RPS6KB1 RRM2B RRN3 RTKN2 SCG2 SCRT2 SELENOS SERPINE1 SFRP2 SGK3 SH3RF1 SIAH2 SIRT1 SLC25A31 SLC25A4 SLC25A5 SLC25A6 SLC35F6 SNAI1 SNAI2 SOD2 SRC STRADB SYVN1 TAF9 TAF9B TCF7L2 TERT TGFBR1 THBS1 TMBIM1 TMBIM6 TMEM14A TMEM161A TNF TNFAIP3 TPT1 TRAP1 TRIAP1 TRIM32 TXNDC12 UNC5B URI1 USP47 VDAC2 WFS1 WNT1 WNT16 WNT4 XBP1 YAP1 YBX3 ZC3HC1 ZMYND11 ZNF385A GOBP_NEGATIVE_REGULATION_OF_ARP2_3_COMPLEX_MEDIATED_ACTIN_NUCLEATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_ARP2_3_COMPLEX_MEDIATED_ACTIN_NUCLEATION CORO1B CTNNA2 DNAI3 GMFB GMFG HIP1R PICK1 GOBP_NEGATIVE_REGULATION_OF_ASTROCYTE_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_ASTROCYTE_ACTIVATION LDLR MIR181B1 MIR181C NR1D1 TREM2 GOBP_NEGATIVE_REGULATION_OF_ASTROCYTE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_ASTROCYTE_DIFFERENTIATION DAB1 F2 GPR37L1 HES5 ID4 KDM4A LDLR MBD1 MECP2 MIR181B1 MIR181C NF1 NOG NR1D1 NR2E1 TREM2 GOBP_NEGATIVE_REGULATION_OF_ATP_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_ATP_BIOSYNTHETIC_PROCESS FLCN H19 MIR675 PARP1 PID1 GOBP_NEGATIVE_REGULATION_OF_ATP_DEPENDENT_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_ATP_DEPENDENT_ACTIVITY ATP5IF1 IFIT1 LTF MNAT1 OXA1L PAM16 PLN PPIF PXK SIRT1 SLN TLR9 TNNI3 TNNT2 TP53 TSC1 VCPKMT GOBP_NEGATIVE_REGULATION_OF_ATP_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_ATP_METABOLIC_PROCESS FIS1 FLCN H19 MIR675 PARP1 PID1 TSPO GOBP_NEGATIVE_REGULATION_OF_AUTOPHAGOSOME_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_AUTOPHAGOSOME_ASSEMBLY BECN1 EHMT2 FEZ1 FEZ2 LRRK2 MTM1 NUPR1 PHF23 PINK1 SCFD1 SEC22B SMCR8 TMEM39A GOBP_NEGATIVE_REGULATION_OF_AUTOPHAGOSOME_MATURATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_AUTOPHAGOSOME_MATURATION CLEC16A PHF23 RUBCN TMEM39A UBQLN4 GOBP_NEGATIVE_REGULATION_OF_AUTOPHAGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_AUTOPHAGY ADRA1A AKT1 BCL2 BECN1 BMF CLEC16A CPTP CTSA DAP DAPL1 EHMT2 EIF4E EIF4G1 EIF4G2 EIF4G3 EP300 ERFE FEZ1 FEZ2 FOXK1 FOXK2 GATA4 GOLGA2 HERC1 HGF HMOX1 IL10 IL10RA KDM4A KIF25 KLHL22 LEP LEPR LRRK2 LZTS1 MAGEA3 MAGEA6 MCL1 MET MIR199A1 MIRLET7B MLST8 MTM1 MTMR9 MTOR NPC1 NRBP2 NUPR1 PHF23 PIK3CA PINK1 POLDIP2 PTPN22 QSOX1 RASIP1 RNF41 RNF5 RPTOR RRAGA RRAGB RRAGC RRAGD RUBCN SCFD1 SEC22B SIRT2 SLC7A5 SMCR8 SNCA SNRNP70 STAT3 STK38L TAB2 TAB3 TBC1D14 TIGAR TLK2 TMEM39A TP53 TREM2 TRIM27 TSC1 TSC2 TSPO UBQLN4 USP30 USP36 VHL WASHC1 WDR6 WNK1 ZKSCAN3 GOBP_NEGATIVE_REGULATION_OF_AUTOPHAGY_OF_MITOCHONDRION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_AUTOPHAGY_OF_MITOCHONDRION PINK1 RNF41 TIGAR TP53 TSC2 TSPO USP30 GOBP_NEGATIVE_REGULATION_OF_AXONOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_AXONOGENESIS ARHGAP4 CDH1 CDK5 CDKL3 DAB1 DCC DIP2B DRAXIN EFNB3 EPHA7 EPHB2 FGF13 FSTL4 GDI1 HDAC6 IFRD1 KIAA0319 LRP4 MAG MAP2 MCF2 MT3 NRP1 NTN1 PLXNA3 PSEN1 PTEN PTPRS RGMA RNF6 RTN4 RTN4R RUFY3 RYK SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SLIT1 SPART SPP1 SYNGAP1 THY1 TNR TRIM46 ULK1 ULK2 WNT3 WNT3A WNT5A GOBP_NEGATIVE_REGULATION_OF_AXON_EXTENSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_AXON_EXTENSION ARHGAP4 CDH1 CDK5 CDKL3 DIP2B DRAXIN HDAC6 IFRD1 KIAA0319 MAG MAP2 MT3 NRP1 NTN1 PLXNA3 PTPRS RNF6 RTN4 RTN4R RYK SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SLIT1 TNR TRIM46 WNT3 WNT3A WNT5A GOBP_NEGATIVE_REGULATION_OF_AXON_EXTENSION_INVOLVED_IN_AXON_GUIDANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_AXON_EXTENSION_INVOLVED_IN_AXON_GUIDANCE HDAC6 NRP1 PLXNA3 RYK SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SLIT1 WNT3 WNT3A WNT5A GOBP_NEGATIVE_REGULATION_OF_BEHAVIOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_BEHAVIOR ADORA1 ARRDC3 CRH DRD2 GHRL GHSR INS MC4R MECP2 NPSR1 RETN TTC21B UCN GOBP_NEGATIVE_REGULATION_OF_BICELLULAR_TIGHT_JUNCTION_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_BICELLULAR_TIGHT_JUNCTION_ASSEMBLY IKBKB MIR105-1 MIR142 ROCK1 ROCK2 TNF GOBP_NEGATIVE_REGULATION_OF_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_BINDING ACTB ADAM15 ADIPOQ ADRB2 ADRB3 AKT1 ARHGAP28 ARRB2 ATP2A2 ATP2A3 AURKA AURKB B2M BAG2 BAX BTAF1 CAMK1 CARD16 CARD18 CAV1 CDKN1A CFHR1 CFHR2 CFHR5 CPNE1 CRMP1 CSNK1E CTNNBIP1 CYP2D6 DAB2 DACT1 DDIT3 DDX11 DISC1 DKK1 DNAJB2 DVL1 E2F1 EFHB ERCC4 GATA1 GEMIN2 GNL3L GOLGA2 GSK3B GTF2F1 GTPBP4 GZMA HABP4 HAND1 HEY1 HEY2 HFE HMGA2 IFI16 IFIT1 IFIT2 IL10 ILRUN ITGA4 ITGB1BP1 JAK2 JUN KDM1A LEF1 LRPAP1 LRRK2 MAD2L2 MAP2 MAPK8 MDFI MIR148A MIR27A MIR27B MITD1 MSX2 NES NFKBIA NOG PARK7 PCSK9 PDGFB PER2 PEX14 PEX19 PIN1 PLN PPP1CA PRKCD PSEN1 PSME3IP1 PTPRF RACK1 RALB ROCK1 RSF1 SLN SLPI SMO SORL1 SOX11 SP100 STYX SUMO1 SUMO3 SUMO4 SYMPK TFAP4 TFIP11 TLE5 TMBIM6 TMC8 TMSB4X TNKS TTBK1 TTBK2 USP33 WAPL XIRP1 ZFPM1 ZNF593 ZNF675 GOBP_NEGATIVE_REGULATION_OF_BIOMINERAL_TISSUE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_BIOMINERAL_TISSUE_DEVELOPMENT AHSG ASPN BCOR CCL3 CCR1 ECM1 ENPP1 FGF23 GAS6 GATA1 GREM1 HEY1 HEY2 HIF1A LTBP3 MIR208A NOS3 NOTCH1 PTH PTK2B RFLNA RFLNB ROCK1 ROCK2 SOX9 SRGN STATH TGFB1 TRPM4 GOBP_NEGATIVE_REGULATION_OF_BLOOD_CIRCULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_BLOOD_CIRCULATION ADCY10 ADRA1A AGER AGTR2 ATP1A1 ATP1A2 ATP2A2 BIN1 FKBP1B GJD3 GRK2 MIR208A MIR26A1 MIR30E PDE4D PDE5A PIK3CG PLN RNLS SPTBN4 SPX SRI TNF TRPV1 ZC3H12A GOBP_NEGATIVE_REGULATION_OF_BLOOD_PRESSURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_BLOOD_PRESSURE ABAT ABCC9 ADIPOQ ADM2 ADORA1 ADRA1A ADRB1 ADRB2 ADRB3 AGTR2 APLN ARHGAP42 BBS4 BDKRB1 BMPR2 CALCA CNR1 DRD2 DRD3 DRD5 FFAR3 GCH1 GJA5 GLP1R GPR37L1 IER3 KCNK6 KL MIR17 MKKS NOS1 NOS2 NOS3 NPPA NPPB NTSR1 OPRL1 PPARA PRCP PTAFR RNLS SCPEP1 SNX5 SOD2 TNF TRPV1 UCN VEGFC GOBP_NEGATIVE_REGULATION_OF_BLOOD_VESSEL_ENDOTHELIAL_CELL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_BLOOD_VESSEL_ENDOTHELIAL_CELL_MIGRATION ACVRL1 AGTR2 ANGPT2 ANGPT4 APOE ATP2B4 CARD10 CSNK2B DLL4 FGF2 GADD45A GDF2 HDAC5 HMGB1 HRG ITGB1BP1 JUP KLF4 MAP2K5 MECP2 MEF2C MEOX2 MIR101-1 MIR10A MIR129-1 MIR132 MIR133B MIR137 MIR146A MIR149 MIR152 MIR15A MIR15B MIR16-1 MIR188 MIR193A MIR196A1 MIR199A1 MIR19B1 MIR200B MIR200C MIR204 MIR205 MIR206 MIR20A MIR212 MIR22 MIR221 MIR2355 MIR24-1 MIR26A1 MIR29C MIR320A MIR329-1 MIR361 MIR410 MIR424 MIR483 MIR492 MIR494 MIR495 MIR497 MIR503 MIR505 MIR640 MIR885 MIR92A1 MMRN2 NOTCH1 PDCD10 PPARG RGCC RHOA SPRED1 STARD13 TBXA2R TGFB1 THBS1 TNF VASH1 GOBP_NEGATIVE_REGULATION_OF_BLOOD_VESSEL_ENDOTHELIAL_CELL_PROLIFERATION_INVOLVED_IN_SPROUTING_ANGIOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_BLOOD_VESSEL_ENDOTHELIAL_CELL_PROLIFERATION_INVOLVED_IN_SPROUTING_ANGIOGENESIS DLL4 IL12A IL12B MIR149 MIR15A MIR15B MIR16-1 MIR193A MIR222 MIR2355 MIR24-1 MIR26A1 MIR29C MIR342 MIR361 MIR410 MIR424 MIR483 MIR494 MIR495 MIR497 MIR503 MMRN2 NGFR PDCD10 THBS1 GOBP_NEGATIVE_REGULATION_OF_BMP_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_BMP_SIGNALING_PATHWAY ABL1 BAMBI BMPER CER1 CHRD CHRDL1 CHRDL2 CRIM1 CTDSPL2 DAND5 DKK1 DLX1 FBN1 FSTL3 FZD1 GDF3 GPR155 GREM1 GREM2 HIPK2 HJV HTRA1 HTRA3 LEMD3 LRP2 MICOS10-NBL1 MIR100 MIR106A MIR125B1 MIR195 MIR20A MIR210 MIR214 MIR26A1 MIR302C MIR885 MIR93 MIR98 NBL1 NOG NOTCH1 PPARG PPM1A RBPMS2 SFRP1 SFRP2 SKI SKIL SKOR1 SKOR2 SMAD6 SMAD7 SMURF1 SMURF2 SORL1 SOST SOSTDC1 SPART TMEM53 TMPRSS6 TNFAIP6 TOB1 TRIM33 TWSG1 UBE2D1 UBE2D3 VWC2 VWC2L WNT1 WNT5A GOBP_NEGATIVE_REGULATION_OF_BONE_MINERALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_BONE_MINERALIZATION AHSG BCOR CCL3 CCR1 ECM1 ENPP1 FGF23 GATA1 GREM1 HIF1A LTBP3 MIR208A PTH PTK2B RFLNA RFLNB SOX9 SRGN STATH TRPM4 GOBP_NEGATIVE_REGULATION_OF_BONE_REMODELING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_BONE_REMODELING CALCA CARTPT CD38 CLDN18 CSK GPR137 GPR137B GREM1 HAMP IAPP IL6 INPP5D P2RX7 SFRP1 TMEM119 TNFAIP3 TNFRSF11B UBASH3B GOBP_NEGATIVE_REGULATION_OF_BROWN_FAT_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_BROWN_FAT_CELL_DIFFERENTIATION FLCN GATA2 MIR128-1 SLC7A10 TRPV4 GOBP_NEGATIVE_REGULATION_OF_B_CELL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_B_CELL_ACTIVATION ATM BANK1 BCL6 BTK CASP3 CD300A CR1 CTLA4 FCGR2B FOXJ1 FOXP3 ID2 IL10 INHA INHBA INPP5D LAPTM5 LYN MIR185 MNDA NDFIP1 PARP3 PAWR PKN1 RC3H1 SAMSN1 SFRP1 TBC1D10C THOC1 TNFAIP3 TNFRSF13B TNFRSF21 TYROBP GOBP_NEGATIVE_REGULATION_OF_B_CELL_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_B_CELL_APOPTOTIC_PROCESS ADA AURKB BCL10 BCL2 BCL6 CD74 FOXP1 HSH2D IL2 IRS2 MIF MIR17HG NOC2L ORMDL3 PDCD1 SLC39A10 GOBP_NEGATIVE_REGULATION_OF_B_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_B_CELL_DIFFERENTIATION BCL6 CR1 ID2 INHA INHBA SFRP1 GOBP_NEGATIVE_REGULATION_OF_B_CELL_MEDIATED_IMMUNITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_B_CELL_MEDIATED_IMMUNITY BCL6 C4BPA C4BPB CD46 CR1 CR1L CR2 FCGR2B FOXJ1 FOXP3 NDFIP1 PARP3 PTPN6 SUSD4 SVEP1 THOC1 GOBP_NEGATIVE_REGULATION_OF_B_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_B_CELL_PROLIFERATION ATM BTK CASP3 CD300A CTLA4 FCGR2B IL10 INPP5D LYN MIR185 MNDA PAWR PKN1 RC3H1 TNFRSF13B TNFRSF21 TYROBP GOBP_NEGATIVE_REGULATION_OF_B_CELL_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_B_CELL_RECEPTOR_SIGNALING_PATHWAY CD22 CD300A FCGR2B FCRL3 GPS2 LPXN MIR34A PLCL2 GOBP_NEGATIVE_REGULATION_OF_CALCINEURIN_MEDIATED_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CALCINEURIN_MEDIATED_SIGNALING ACTN3 ATP2B4 CHP1 DYRK2 FHL2 GSK3B HOMER2 HOMER3 MAPK7 MTOR MYOZ1 MYOZ2 PRNP RCAN1 TBC1D10C GOBP_NEGATIVE_REGULATION_OF_CALCIUM_ION_DEPENDENT_EXOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CALCIUM_ION_DEPENDENT_EXOCYTOSIS ADRA2A CBARP GNAI2 NOTCH1 RAP1B REST STXBP3 SYT4 GOBP_NEGATIVE_REGULATION_OF_CALCIUM_ION_IMPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CALCIUM_ION_IMPORT ACE EPPIN HES1 MIR34A PLN SEMG1 SLC30A1 SLN SPINK1 TRIM27 GOBP_NEGATIVE_REGULATION_OF_CALCIUM_ION_IMPORT_ACROSS_PLASMA_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CALCIUM_ION_IMPORT_ACROSS_PLASMA_MEMBRANE MIR200C MIR208A MIR208B PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 GOBP_NEGATIVE_REGULATION_OF_CALCIUM_ION_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CALCIUM_ION_TRANSMEMBRANE_TRANSPORT ADRA2A ATP1A2 BCL2 BIN1 CALM1 CALM2 CALM3 CASQ2 CBARP CLIC2 CRHR1 DRD2 DRD3 DRD4 EPO FKBP1A FKBP1B FMR1 GNB5 GPR35 GSTM2 GSTO1 MIR1-1 MIR133A1 MIR200C MIR208A MIR208B MIR328 MIR499A MIR93 NOS1 NTSR1 PKD2 PLN PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 REM1 SESTD1 SLN SRI TLR9 TMBIM6 TRDN UBQLN1 UBR3 VDAC1 YWHAE GOBP_NEGATIVE_REGULATION_OF_CALCIUM_ION_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CALCIUM_ION_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ADRA2A ATP1A2 CALM1 CALM2 CALM3 CASQ2 CBARP CLIC2 CRHR1 DRD2 DRD3 DRD4 FKBP1A FKBP1B FMR1 GNB5 GPR35 GSTM2 GSTO1 MIR133A1 MIR200C MIR208A MIR208B MIR499A MIR93 PKD2 PLN SLN SRI TLR9 TRDN UBQLN1 YWHAE GOBP_NEGATIVE_REGULATION_OF_CALCIUM_ION_TRANSMEMBRANE_TRANSPORT_VIA_HIGH_VOLTAGE_GATED_CALCIUM_CHANNEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CALCIUM_ION_TRANSMEMBRANE_TRANSPORT_VIA_HIGH_VOLTAGE_GATED_CALCIUM_CHANNEL BIN1 MIR328 REM1 SESTD1 UBR3 GOBP_NEGATIVE_REGULATION_OF_CALCIUM_ION_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CALCIUM_ION_TRANSPORT ACE ADRA2A ATP1A2 BCL2 BIN1 CALM1 CALM2 CALM3 CASQ2 CAV3 CBARP CD33 CLIC2 CRHR1 DRD2 DRD3 DRD4 EPO EPPIN FKBP1A FKBP1B FMR1 GNB5 GPR35 GSTM2 GSTO1 HES1 INPP5K LILRB1 LILRB2 MIR1-1 MIR133A1 MIR200C MIR208A MIR208B MIR328 MIR34A MIR424 MIR499A MIR93 MRLN NOS1 NOS3 NTSR1 PACSIN3 PKD2 PLN PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PTGS2 REM1 SEMG1 SESTD1 SLC30A1 SLN SPINK1 SRI STC1 TLR9 TMBIM6 TRDN TRIM27 UBQLN1 UBR3 VDAC1 YWHAE GOBP_NEGATIVE_REGULATION_OF_CALCIUM_MEDIATED_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CALCIUM_MEDIATED_SIGNALING ACTN3 ATP2B4 CD22 CHP1 DYRK2 FHL2 GSK3B HOMER2 HOMER3 ITPR1 MAPK7 MIR133A1 MTOR MYOZ1 MYOZ2 PLEK PRNP RCAN1 SLA2 SLC24A4 TBC1D10C GOBP_NEGATIVE_REGULATION_OF_CAMP_DEPENDENT_PROTEIN_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CAMP_DEPENDENT_PROTEIN_KINASE_ACTIVITY MIR133A1 PKIA PKIB PKIG PRKAR1A PRKAR1B PRKAR2A PRKAR2B SIRT1 GOBP_NEGATIVE_REGULATION_OF_CAMP_MEDIATED_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CAMP_MEDIATED_SIGNALING APLNR CDC34 LPAR1 MGRN1 OPRL1 PDE11A PDE2A PDE3A PDE3B PDE4D UBE2B GOBP_NEGATIVE_REGULATION_OF_CANONICAL_NF_KAPPAB_SIGNAL_TRANSDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CANONICAL_NF_KAPPAB_SIGNAL_TRANSDUCTION ABL1 ADIPOQ ARRB2 ASH1L CACTIN CARD19 CARD8 CASP8 CCDC22 DAB2IP ESR1 GSTP1 HDAC1 IRGM LILRB4 MAPKBP1 MIR15A MIR15B MIR16-1 MIR195 MIR497 NLRC3 NLRP12 NLRP6 NLRX1 NR1D1 NR1H4 OPTN OTUD7B PER1 PPM1A PPM1B PPM1N PYCARD RHOH RIOK3 RIPK1 RORA SIRT1 SLC39A8 STAT1 TANK TLE1 TNFAIP3 TNIP1 TNIP3 TREM2 TRIM39 TRIM59 USP10 USP20 ZC3H12A ZMYND11 GOBP_NEGATIVE_REGULATION_OF_CANONICAL_WNT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CANONICAL_WNT_SIGNALING_PATHWAY AMER1 AMER2 AMFR ANKRD6 APC APC2 APOE AXIN1 AXIN2 BICC1 BMP2 CAV1 CBY1 CCDC88C CDH2 CHD8 CSNK1A1 CSNK1A1L CTHRC1 CTNNB1 CTNNBIP1 CTNND1 CYLD DAB2 DAB2IP DACT1 DACT3 DDIT3 DKK1 DKK2 DKK3 DKK4 DKKL1 DRAXIN EGR1 EMD FERMT1 FOXO1 FRMD8 FRMD8P1 FRZB FUZ FZD1 FZD6 G3BP1 GLI1 GLI3 GPC3 GREM1 GSK3A GSK3B HDAC1 HECW1 IGFBP1 IGFBP2 IGFBP4 IGFBP6 INVS ISL1 JADE1 KREMEN1 LATS1 LATS2 LIMD1 LMBR1L LRP4 LZTS2 MAD2L2 MAPK14 MCC MDK MESP1 MIR1-1 MIR199A1 MIR29B1 MIR29C MIR498 MIR665 MLLT3 NHERF1 NKD1 NKD2 NKX2-5 NOG NOTCH1 NOTUM NPHP3 NPHP4 OTUD5 PFDN5 PRICKLE1 PRKN PTPRO PTPRU RBMS3 RBX1 RUVBL2 SCYL2 SDHAF2 SFRP1 SFRP2 SFRP4 SFRP5 SHH SHISA3 SHISA6 SIAH2 SNAI2 SOST SOSTDC1 SOX10 SOX13 SOX17 SOX2 SOX9 STK11 STK3 STK4 TBX18 TCF7L2 TLE1 TLE2 TLE3 TLE4 TLE5 TLE6 TLE7 TMEM131L TMEM170B TMEM64 TMEM88 TMEM88B TNN TPBG TPBGL UBAC2 WNT11 WNT5A WWTR1 ZNRF3 GOBP_NEGATIVE_REGULATION_OF_CARBOHYDRATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CARBOHYDRATE_METABOLIC_PROCESS ACTN3 ADIPOQ AP2A1 C1QTNF12 C1QTNF3 CBFA2T3 CLK2 CLTC CRY1 DDIT4 ENPP1 EP300 ERFE FBP1 FLCN FOXA2 GCK GCKR GIT1 GSK3A GSK3B HDAC4 IER3 INPP5K INS KAT2A LEPR MIDN MIR1271 MIR15B MIR195 MST1 NCOR1 NUPR1 PASK PFKFB1 PGP PLEK PPARA PPP2CA PRKACA PRKG1 PRKN SELENOS SERPINA12 SIK1 SIRT6 SLC4A1 SMPD3 SOGA1 STAT3 TCF7L2 TGFB1 TIGAR TP53 USP7 GOBP_NEGATIVE_REGULATION_OF_CARDIAC_MUSCLE_ADAPTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CARDIAC_MUSCLE_ADAPTATION ATP2B4 FOXO1 LMNA MIR214 MIR25 MLIP PPARG SMAD3 GOBP_NEGATIVE_REGULATION_OF_CARDIAC_MUSCLE_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CARDIAC_MUSCLE_CELL_DIFFERENTIATION BMP2 DKK1 DLL1 FRS2 FZD7 HDAC3 MIR200B MIR222 MIR590 SMAD4 SOX6 GOBP_NEGATIVE_REGULATION_OF_CARDIAC_MUSCLE_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CARDIAC_MUSCLE_CELL_PROLIFERATION CITED2 JARID2 KCNK2 MAPK11 MIR1-1 MIR17HG MIR199A1 MIR199B MIR200B MIR873 NOG RBP4 SAV1 TBX5 TP73 VGLL4 GOBP_NEGATIVE_REGULATION_OF_CARDIAC_MUSCLE_CONTRACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CARDIAC_MUSCLE_CONTRACTION ADCY10 BIN1 MIR30E PDE5A PIK3CG SRI ZC3H12A GOBP_NEGATIVE_REGULATION_OF_CARDIAC_MUSCLE_TISSUE_GROWTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CARDIAC_MUSCLE_TISSUE_GROWTH CAV3 CITED2 CTDP1 FOXP1 G6PD GSK3A JARID2 KCNK2 MAPK11 MIR1-1 MIR17HG MIR199A1 MIR199B MIR200B MIR25 MIR873 NOG PI16 PPARA RBP4 RGS2 RGS4 SAV1 TBX5 TOMM70 TP73 VGLL4 YY1 GOBP_NEGATIVE_REGULATION_OF_CARDIOCYTE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CARDIOCYTE_DIFFERENTIATION BMP2 DKK1 DLL1 EGFR FRS2 FZD7 HDAC3 HEY2 MIR200B MIR222 MIR590 PRICKLE1 SMAD4 SOX6 GOBP_NEGATIVE_REGULATION_OF_CARTILAGE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CARTILAGE_DEVELOPMENT ADAMTS12 ADAMTS7 BMP4 CCN4 CHADL CTNNB1 CTSK EFEMP1 FRZB GDF5 GLI3 GREM1 IHH LEP LTBP3 MIR21 NKX3-2 NOG PTH PTHLH PTPN11 RARA RARB RARG RFLNA RFLNB SNAI2 SOX9 TGFBR1 WNT11 WNT9A GOBP_NEGATIVE_REGULATION_OF_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CATABOLIC_PROCESS A1CF ACACB ACTN3 ADGRB1 ADORA1 ADRA1A ADRA2A AGAP2 AKT1 ALAD ALK ANGEL2 ANXA2 APOA2 APOBEC1 APOC1 APOC3 AQP11 ATP13A2 ATP2B4 ATRAID AXIN2 AZIN1 AZIN2 BAG5 BAG6 BANP BCL2 BECN1 BMF BOLL BSCL2 CAMLG CBFA2T3 CCAR2 CDK5RAP3 CIDEA CIDEC CIRBP CLEC16A CNR1 CPTP CRTC3 CSDE1 CSNK2A1 CSNK2A2 CST3 CTSA CYP51A1 DAB2IP DAP DAPL1 DAZ1 DAZ2 DAZ3 DAZ4 DAZL DDIT4 DDRGK1 DEDD DFFA DFFB DHX34 DHX36 DHX9 DKC1 DND1 E2F1 EGFR EHMT2 EIF3H EIF4E EIF4ENIF1 EIF4G1 EIF4G2 EIF4G3 ELAVL1 ELAVL4 EP300 ERFE ETFBKMT F8A1 F8A2 F8A3 FBP1 FEZ1 FEZ2 FHIT FLCN FLNA FMC1 FMN2 FMR1 FOXK1 FOXK2 FURIN FUS FYN GABARAPL2 GATA4 GDNF GIPC1 GIT1 GOLGA2 GPLD1 GRIN2A GRIN2C GSK3A HCAR1 HCAR2 HDAC4 HERC1 HFE HGF HIPK2 HMGCR HMOX1 HNRNPA0 HNRNPAB HNRNPC HNRNPD HNRNPU HP HSP90AB1 IER3 IGF2BP1 IGF2BP2 IGF2BP3 IKBKE IL10 IL10RA IL1B INS IRAK3 IREB2 KDM4A KIF25 KLHL22 KLHL40 LAMP3 LAPTM4B LARP1 LARP1B LARP4B LEP LEPR LRIG2 LRPPRC LRRK2 LZTS1 MAD2L1 MAD2L2 MAGEA3 MAGEA6 MAP1A MAPK14 MAPKAPK2 MARCHF7 MCL1 MDM4 MEIOC MET METTL1 METTL16 MFSD2A MGAT3 MIR146A MIR199A1 MIR21 MIRLET7B MLST8 MT3 MTM1 MTMR2 MTMR9 MTOR MYCBP2 MYD88 N4BP1 NAF1 NBAS NCOR1 NELL1 NMNAT1 NOCT NOP53 NOS2 NPC1 NQO1 NRBP2 NRDE2 NSUN2 NUPR1 OGT OPHN1 PABPC1 PAIP1 PANO1 PARK7 PARN PBK PDCL3 PDE3B PFKFB1 PHAX PHB1 PHF20L1 PHF23 PIK3CA PIK3CG PIN1 PINK1 PKP1 PKP3 PLIN5 PML POLDIP2 PPARA PPP2CA PRKAA1 PRKACA PRKCG PRMT6 PSEN1 PSME3IP1 PSMF1 PTPN22 PTPN3 QRICH2 QSOX1 RASIP1 RBM10 RBM24 RBM46 RBM47 RELA RGN RGP1 RIC1 RILP RNF41 RNF5 ROCK1 RPL11 RPL23 RPL5 RPS7 RPTOR RRAGA RRAGB RRAGC RRAGD RUBCN RYBP SCFD1 SEC22B SECISBP2 SERPINB12 SERPINE2 SF3B3 SGTA SHH SIRT2 SIRT6 SLC11A1 SLC4A1 SLC7A5 SLIRP SMAD3 SMAD4 SMARCC1 SMCR8 SNCA SNRNP70 SNX12 SNX3 SORL1 STAT3 STK38L STYX SUFU SVIP SYNCRIP TAB2 TAB3 TAF1 TAF15 TAF9 TARDBP TBC1D14 TENT2 TENT4A TENT4B TENT5A TENT5B TENT5C TENT5D THRAP3 TIGAR TIMP1 TIMP2 TIMP3 TIMP4 TIRAP TLK2 TMEM132A TMEM39A TNF TOB1 TP53 TRAF2 TRAF3IP2 TRAF5 TRDMT1 TREM2 TRIM27 TRIM39 TRIM40 TSC1 TSC2 TSPO TTC36 UBQLN4 UBXN1 UCHL5 UPF3A USP14 USP25 USP26 USP30 USP36 USP38 USP7 USP8 USP9X VHL VIP VPS35 WAC WASHC1 WDR6 WNK1 WNT1 YBX1 YBX3 ZAR1 ZCCHC17 ZDHHC7 ZFP36 ZKSCAN3 GOBP_NEGATIVE_REGULATION_OF_CATALYTIC_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CATALYTIC_ACTIVITY ABCE1 ABL1 ACP4 ADAR ADARB1 ADGRV1 ADIPOQ AGT AHSG AIDA AKAP5 AKT1 AKT1S1 ANGPTL3 ANGPTL4 ANXA1 ANXA8 ANXA8L1 AOC3 APBA3 APC APCS APOA2 APOC1 APOC3 APOE AQP1 ARFGEF1 ARL2 ARL6IP1 ATP2B4 ATP5IF1 AVP BAG2 BAG5 BANF1 BCL2L12 BICD1 BIN1 BMP2 BOD1 CAAP1 CAMK2A CAMK2N1 CAMK2N2 CAND1 CARD16 CARD18 CARD8 CAST CAV1 CAV3 CBL CBLB CBLC CCAR2 CCR2 CD300A CD44 CDK5RAP1 CDK5RAP3 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2D CEACAM1 CEBPA CEP43 CEP85 CERS1 CHMP6 CHP1 CLN3 CORO1C CPEB2 CR1 CRB2 CRY2 CSN2 CSNK2A1 CST1 CST2 CST3 CST4 CST5 CST7 CSTA CSTB CYP27B1 DAB2IP DAOA DBNDD1 DBNDD2 DDX3X DEFB114 DEPTOR DFFA DHCR24 DNAJA1 DNAJB6 DPEP1 DRD2 DRD3 DRD5 DTNBP1 DTX3L DUSP1 DUSP10 DUSP16 DUSP19 DUSP22 DUSP3 DUSP7 DVL1 ECM1 EDNRB EGLN1 EIF4A2 EPHA1 EPHB2 EPPIN ERCC4 ERRFI1 ETFBKMT FABP1 FBXO5 FETUB FICD FKBP1A FKBP1B FNIP1 FOXA2 FZD10 GABBR2 GADD45A GALR1 GAPDH GAS6 GBA1 GCHFR GCKR GFI1 GLA GMIP GNAI2 GNAI3 GNAQ GNAT1 GPRC5A GPSM1 GPX1 GRM2 GRM3 GSK3A GSK3B GSKIP GSTP1 GZMA H19 HDAC6 HDAC9 HEG1 HEXIM1 HEXIM2 HGF HHEX HIPK3 HNRNPU HP HRAS HRG HSPB1 HYAL2 IFI16 IFI6 IFIT1 IFNG IGBP1 IKBKB IL1B INCA1 INPP5K INS IPO5 IPO7 IRAK3 IRS2 ITGB1BP1 KLF4 KLRC4-KLRK1 KLRK1 KNG1 LAMP3 LAMTOR5 LATS1 LATS2 LAX1 LGALS3 LILRB4 LIMK1 LRCH1 LRP1 LRP5 LRP6 LRRK2 LTB4R2 LTF LYN MACROH2A1 MAD2L1 MAD2L2 MAGEA3 MAP2K5 MAPK7 MAPK8IP1 MAPT MASTL MEN1 MGAT5 MIDN MIR103A1 MIR127 MIR130B MIR132 MIR133A1 MIR138-1 MIR152 MIR15A MIR17 MIR182 MIR195 MIR199A1 MIR19B1 MIR20A MIR21 MIR210 MIR212 MIR218-1 MIR219A1 MIR223 MIR24-1 MIR26A1 MIR27A MIR27B MIR29B1 MIR29C MIR339 MIR34A MIR378A MIR590 MIR675 MIR711 MIR892B MIR92A1 MIRLET7B MMP9 MNAT1 MT3 MTRR MVP MYCNOS MYOCD NAIP NCKAP1L NEIL1 NES NF1 NFKB1 NOL3 NOS1 NOSIP NOTCH1 NPM1 NPPA NPRL2 NR2F2 OXA1L PAK2 PALM PAQR3 PARK7 PARP3 PARP9 PAX2 PCID2 PDCD4 PDPK1 PHPT1 PICALM PIF1 PIH1D1 PIK3CB PIK3IP1 PINX1 PKIA PKIB PKIG PLA2R1 PLAUR PLIN5 PLK1 PLN PLXNB3 PNKP POT1 PPARG PPIA PPM1E PPM1F PPP1R12A PPP1R14D PPP1R15A PPP1R1B PPP2R5A PPP4R4 PRDX3 PRKAG2 PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCD PRKN PRKRIP1 PTEN PTK6 PTPA PTPN1 PTPN22 PTPRB PTPRC PTPRJ PTPRO PTPRQ PTPRT PTX3 PYCARD PYDC1 QARS1 RAF1 RASA4 RASIP1 RB1 RCC2 RD3 RDX RECK RFFL RGS14 RGS2 RNF34 ROCK1 ROCK2 RPL11 RPL23 RPL5 RPS6KA1 RPS6KA3 RPS7 RRP1B RTRAF RUBCN SEMA4D SERPINA1 SERPINA10 SERPINA11 SERPINA12 SERPINA2 SERPINA3 SERPINA4 SERPINA5 SERPINA6 SERPINA7 SERPINA9 SERPINB1 SERPINB10 SERPINB11 SERPINB12 SERPINB13 SERPINB2 SERPINB3 SERPINB4 SERPINB5 SERPINB6 SERPINB7 SERPINB8 SERPINB9 SERPIND1 SERPINE1 SERPINE2 SERPINE3 SERPINF1 SERPINF2 SERPING1 SERPINH1 SERPINI1 SERPINI2 SFN SH3BP4 SH3BP5 SH3BP5L SH3RF1 SIAH2 SIRT1 SLC39A14 SLC8A1 SLC8A3 SLN SMAD7 SMCR8 SMPD1 SNCA SNX6 SOCS4 SOCS5 SORL1 SORT1 SPINK2 SPINK5 SPOCK1 SPOCK2 SPOCK3 SPRED1 SPRY1 SPRY2 SPRY3 SPRY4 SRC SRCIN1 STK38 STYXL1 TAF7 TARBP2 TERF1 TERF2 TESK1 TFAP4 TFIP11 TGFB2 THBS1 THY1 TIMP1 TIMP2 TIMP3 TIMP4 TINF2 TIPRL TMBIM1 TMBIM6 TMED2 TNF TP53 TRIAP1 TRIB1 TRIB2 TRIB3 TRIM27 TSC2 TSG101 UBASH3B UBXN1 UCHL1 URI1 USP17L2 USP44 USP47 VEGFA VPS25 VTN WARS1 WASHC1 WNK1 WWTR1 XIAP XRCC1 YWHAG ZFP36 ZFYVE28 ZGPAT ZNF675 GOBP_NEGATIVE_REGULATION_OF_CATECHOLAMINE_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CATECHOLAMINE_SECRETION ABAT ADRA2A ADRA2B ADRA2C CHGA CNR1 CRH DRD2 GABBR1 GHSR P2RY1 SYT11 SYT4 GOBP_NEGATIVE_REGULATION_OF_CATION_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CATION_CHANNEL_ACTIVITY ANK3 CALM1 CALM2 CALM3 CASQ2 CAV1 CBARP CLIC2 CRHR1 DRD2 DRD3 DRD4 EPO FKBP1A FKBP1B FMR1 GNB5 GPR35 GRP GSTM2 GSTO1 KCNAB1 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNRG MIR1-1 MIR103A1 MIR133A1 MIR153-1 MIR192 MIR200C MIR208A MIR208B MIR212 MIR24-1 MIR26A1 MIR29B1 MIR30D MIR448 MIR499A MIR93 MMP9 PKD2 SRI SUMO1 TRDN UBQLN1 GOBP_NEGATIVE_REGULATION_OF_CD4_POSITIVE_ALPHA_BETA_T_CELL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CD4_POSITIVE_ALPHA_BETA_T_CELL_ACTIVATION ANXA1 ARG2 ASCL2 BCL6 CBFB CBLB CD274 FOXP3 HLX HMGB1 IL2 IL4 IL4R ITCH JAK3 LGALS9 LGALS9B LGALS9C LOXL3 NDFIP1 RC3H1 RC3H2 RUNX1 RUNX3 SMAD7 SOCS5 TARM1 TBX21 TNFSF18 TNFSF4 TWSG1 VSIR XCL1 ZBTB7B ZC3H12A GOBP_NEGATIVE_REGULATION_OF_CD4_POSITIVE_ALPHA_BETA_T_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CD4_POSITIVE_ALPHA_BETA_T_CELL_DIFFERENTIATION ANXA1 ASCL2 BCL6 CBFB FOXP3 HLX HMGB1 IL2 IL4 IL4R JAK3 LOXL3 RC3H1 RC3H2 RUNX1 RUNX3 SMAD7 SOCS5 TBX21 TNFSF18 TNFSF4 ZBTB7B ZC3H12A GOBP_NEGATIVE_REGULATION_OF_CD4_POSITIVE_ALPHA_BETA_T_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CD4_POSITIVE_ALPHA_BETA_T_CELL_PROLIFERATION ARG2 CBLB CD274 FOXP3 ITCH LGALS9 LGALS9B LGALS9C NDFIP1 TWSG1 VSIR XCL1 GOBP_NEGATIVE_REGULATION_OF_CD8_POSITIVE_ALPHA_BETA_T_CELL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CD8_POSITIVE_ALPHA_BETA_T_CELL_ACTIVATION CD274 DAPL1 HFE LILRB1 SLC4A2 SOCS1 VSIR ZBTB7B GOBP_NEGATIVE_REGULATION_OF_CELLULAR_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CELLULAR_CATABOLIC_PROCESS A1CF ACACB ADRA1A AKT1 ANGEL2 ANXA2 APOBEC1 APOC1 APOC3 ATP2B4 AXIN2 BCL2 BECN1 BMF BOLL CIRBP CLEC16A CNR1 CPTP CSDE1 CTSA DAP DAPL1 DAZ1 DAZ2 DAZ3 DAZ4 DAZL DFFA DFFB DHX34 DHX36 DHX9 DKC1 DND1 E2F1 EHMT2 EIF4E EIF4ENIF1 EIF4G1 EIF4G2 EIF4G3 ELAVL1 ELAVL4 EP300 ERFE ETFBKMT FEZ1 FEZ2 FMR1 FOXK1 FOXK2 FURIN FUS GATA4 GDNF GOLGA2 GPLD1 GSK3A HERC1 HGF HMOX1 HNRNPA0 HNRNPAB HNRNPC HNRNPD HNRNPU HP IGF2BP1 IGF2BP2 IGF2BP3 IKBKE IL10 IL10RA INS IREB2 KDM4A KIF25 KLHL22 LARP1 LARP1B LARP4B LEP LEPR LRIG2 LRPPRC LRRK2 LZTS1 MAGEA3 MAGEA6 MAPK14 MAPKAPK2 MCL1 MEIOC MET METTL1 METTL16 MFSD2A MIR146A MIR199A1 MIR21 MIRLET7B MLST8 MT3 MTM1 MTMR2 MTMR9 MTOR MYD88 NAF1 NBAS NMNAT1 NOCT NPC1 NRBP2 NRDE2 NSUN2 NUPR1 PABPC1 PAIP1 PARN PHAX PHF23 PIK3CA PIK3CG PINK1 PKP1 PKP3 PLIN5 POLDIP2 PTPN22 PTPN3 QSOX1 RASIP1 RBM10 RBM24 RBM46 RBM47 RGN RNF41 RNF5 ROCK1 RPTOR RRAGA RRAGB RRAGC RRAGD RUBCN SCFD1 SEC22B SECISBP2 SIRT2 SLC11A1 SLC7A5 SLIRP SMCR8 SNCA SNRNP70 SORL1 STAT3 STK38L SYNCRIP TAB2 TAB3 TAF15 TARDBP TBC1D14 TENT2 TENT4A TENT4B TENT5A TENT5B TENT5C TENT5D THRAP3 TIGAR TIMP1 TIMP2 TIMP3 TIMP4 TIRAP TLK2 TMEM39A TOB1 TP53 TRAF2 TRAF3IP2 TRAF5 TRDMT1 TREM2 TRIM27 TSC1 TSC2 TSPO UBQLN4 UPF3A USP30 USP36 VHL VIP WASHC1 WDR6 WNK1 YBX1 YBX3 ZAR1 ZCCHC17 ZFP36 ZKSCAN3 GOBP_NEGATIVE_REGULATION_OF_CELLULAR_COMPONENT_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CELLULAR_COMPONENT_ORGANIZATION ABCA2 ABCA7 ABI3 ACAA2 ACD ACE ACP4 ACVRL1 ADCK1 ADCY6 ADD1 ADD2 ADD3 ADIPOQ ADTRP AICDA AIDA AKAIN1 AKT1 AMIGO3 ANAPC15 ANKRD13A ANKRD13B ANKRD13D ANKRD27 ANTXR1 ANXA2 APC APC2 APOA1 APOA2 APOA4 APOBEC1 APOC1 APOC2 APOC3 APOD APOE APOM APP APPL1 AR ARAP1 ARF6 ARFGEF1 ARHGAP24 ARHGAP28 ARHGAP4 ARHGAP44 ARHGAP6 ARHGEF15 ARHGEF18 ARHGEF2 ARHGEF7 ARPIN ATG3 ATG5 ATM ATRX ATXN2 ATXN7 AURKAIP1 AURKB AVIL AVP B2M BAG5 BAK1 BAZ1B BBS4 BCL11A BCL2L1 BCL2L2 BECN1 BIRC2 BIRC5 BMERB1 BMP4 BMP6 BMP7 BNIP3 BOK BRCA1 BUB1 BUB1B BUB3 C11orf65 CAMSAP2 CAPG CAPZA1 CAPZA2 CAPZA3 CAPZB CARD8 CARM1 CARMIL1 CARMIL2 CAV1 CAV3 CBFA2T2 CBLN1 CCL21 CCNB1 CCNF CCP110 CD300A CD300LF CD38 CD47 CDC20 CDC42 CDCA8 CDH1 CDH5 CDK10 CDK5 CDK5RAP2 CDKL3 CENATAC CENPF CEP97 CERS2 CFLAR CGNL1 CH25H CHADL CHEK1 CIB1 CKAP2 CLASP1 CLASP2 CLDN7 CLEC16A CLIP3 CLU CNN2 CORO1A CORO1B CORO1C CORO2B CPTP CRACD CRBN CRMP1 CRYAB CSK CSNK1A1 CST3 CTC1 CTNNA2 CTNNBIP1 CXCL10 CYRIB DAB1 DAB2 DACT1 DCC DCP2 DDX3X DENND5A DGUOK DIP2B DKK1 DLC1 DLG4 DMRT1 DMTN DNAI3 DNAJA4 DNAJB1 DNAJB2 DNAJB6 DNAJB8 DNAJC15 DNM2 DNM3 DPP4 DPYSL3 DPYSL5 DRAXIN DTNBP1 DUSP1 DUSP22 DYNC1LI1 DYRK1A DYSF EFNA1 EFNB2 EFNB3 EHMT2 EMILIN1 EML2 EP300 EPHA3 EPHA4 EPHA7 EPHB2 EPS8 ERCC1 ERCC4 ESPL1 EVI5L EVL EXOSC10 F11R FAM107A FAP FAT3 FBXL2 FBXO43 FBXO5 FCGR2B FEZ1 FEZ2 FGF13 FHOD3 FKBP4 FLCN FLII FLNA FNIP1 FRMD7 FSTL4 FXN FYN FZD9 GAK GBA1 GCLC GDI1 GDI2 GEN1 GFAP GFI1 GHITM GMFB GMFG GNL3L GORASP1 GPX1 GRIN2B GSK3B GSN H3-3A H3-3B HASPIN HDAC2 HDAC6 HDGFL3 HES1 HGF HIP1R HMGB1 HNRNPA1 HNRNPC HNRNPU HORMAD1 HRG HSF1 HSPA1A HSPA1B HSPA2 HSPA5 HSPA8 HUWE1 IAPP IER3 IFNB1 IFRD1 IGF1 IK IKBKB IL15RA IL1B INCENP INPP5F INPP5J INPP5K IQCJ-SCHIP1 IRAK3 IRGM ISL1 ITGA3 ITGAV ITGB1BP1 ITGB3 ITM2C JAM3 JMJD6 KANK1 KANK2 KANK3 KANK4 KAT2A KAT2B KATNB1 KIAA0319 KIF14 KIF24 KLHL22 KNL1 KNTC1 KREMEN1 LCMT1 LDLR LGALS3 LIF LILRB1 LILRB2 LIMA1 LIMK2 LMNA LMO4 LMOD1 LMOD2 LMOD3 LPAR1 LRIG2 LRP4 LRPAP1 LRRK2 LRRTM1 LRRTM2 LRSAM1 MAD1L1 MAD2L1 MAD2L1BP MAD2L2 MAG MAK MAP1B MAP2 MAP4 MAP6D1 MAPRE1 MAPT MCF2 MCTP1 MDM1 MDM2 MEFV MET MGARP MID1 MID1IP1 MINAR1 MIR105-1 MIR138-1 MIR142 MIR149 MIR17 MIR181B1 MIR185 MIR196A1 MIR199A1 MIR205 MIR20A MIR21 MIR210 MIR214 MIR219A1 MIR27A MIR27B MIR29B1 MIR30B MIR31 MIR515-1 MIR9-1 MIR92B MIR98 MKKS MMP14 MNAT1 MPHOSPH9 MPV17L MT3 MTBP MTM1 MTMR2 MTOR MTPN MUL1 MYADM MYLIP MYOC NAA10 NANOS2 NAT10 NAV3 NBDY NBN NDC80 NECAB2 NEO1 NEU3 NEU4 NEUROD2 NFATC4 NGEF NLGN1 NLRC3 NLRP2B NME6 NOL3 NOP53 NOTCH1 NPM1 NR1H2 NR1H3 NR1H4 NR2F1 NRP1 NTN1 NUBP1 NUF2 NUPR1 ODF2L OMA1 OPA1 OPRD1 PACSIN1 PACSIN2 PACSIN3 PAFAH1B1 PAK2 PAQR3 PARK7 PARL PARP1 PATL2 PCID2 PCSK9 PEX5 PFDN1 PFDN2 PFDN4 PFDN5 PFDN6 PFN1 PFN2 PFN4 PHF2 PHF23 PHF8 PHLDB2 PICALM PICK1 PIF1 PIK3CA PIK3R1 PINK1 PINX1 PIP4P2 PLEKHH2 PLK1 PLSCR1 PLXNA3 PLXNB3 PMP22 PON1 POT1 PPARG PPFIA1 PPIF PPP3CA PRAG1 PRAP1 PRELID1 PRKCD PRKCZ PRKD1 PRKN PRNP PROM2 PRRT2 PRTN3 PSEN1 PSMD10 PSMG2 PTEN PTGER4 PTPN13 PTPN9 PTPRG PTPRO PTPRS PYDC1 PYDC2 PYDC5 RAB29 RAB3IP RAB7A RABGEF1 RAC1 RACK1 RAD1 RAD21 RAD50 RAF1 RAP1GAP RAPGEF2 RAPGEF3 RBM14 RCC2 RDX RGMA RHPN1 RHPN2 RHPN2P1 RIN3 RIOK3 RIT2 RNF41 RNF6 ROBO2 ROCK1 ROCK2 RPL13A RPS6KA2 RTEL1 RTN4 RTN4R RTN4RL1 RTN4RL2 RUBCN RUFY3 RYK S1PR1 SACS SCAF4 SCAF8 SCAMP5 SCFD1 SCIN SDCBP SEC22B SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SETMAR SH3GL3 SHANK1 SHANK3 SIRPA SIRT2 SLC25A31 SLC25A4 SLC25A5 SLC25A6 SLC35F6 SLIT1 SLIT2 SLN SLX1A SLX1B SLX4 SMAD4 SMARCA5 SMCR8 SMG6 SNAPIN SNCA SNX3 SNX33 SORL1 SOST SOX9 SPART SPC24 SPC25 SPDL1 SPEF1 SPOCK1 SPP1 SPRY2 SPRY3 SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 SRC SRGAP2C SSH1 SSH2 SSH3 STAP1 STMN1 STMN2 STN1 STX1B STXBP1 STYXL1 SUB1 SVIL SVIP SWAP70 SYNGAP1 SYT11 TACSTD2 TAOK1 TBC1D30 TBC1D4 TBC1D7 TBCD TBX6 TCHP TEN1 TENT4B TERF1 TERF2 TERF2IP TESK1 TET1 TEX14 TFIP11 TFRC TGFB1 THBS1 THRA THY1 TIGAR TINF2 TJP1 TLR2 TLX2 TMC8 TMEFF2 TMEM14A TMEM182 TMEM39A TMEM67 TMOD1 TMOD2 TMOD3 TMOD4 TMSB10 TMSB15A TMSB15B TMSB15C TMSB4X TMSB4Y TNF TNFRSF1A TNFRSF1B TNKS TNKS2 TNR TOM1L1 TOM1L2 TOP2A TP53 TPR TPX2 TRAF3IP1 TREM2 TRIAP1 TRIM11 TRIM31 TRIM37 TRIM46 TRIM54 TRIOBP TRIP13 TRPC5 TRPV4 TSC2 TSKU TSPO TTBK2 TTK TUBB4A TWF1 TWF2 UBQLN2 UBQLN4 ULK1 ULK2 UNC119 USP10 USP30 USP44 VAT1 VBP1 VDAC2 VEGFA VIL1 VILL VIM VPS35 WAPL WAS WASF2 WASHC2C WASL WDR44 WDR47 WDR54 WNT3 WNT3A WNT5A XRCC1 XRCC3 XRCC5 XRN1 YAP1 YWHAH ZDHHC12 ZNF207 ZNF296 ZNF365 ZNF827 ZW10 ZWILCH ZWINT GOBP_NEGATIVE_REGULATION_OF_CELLULAR_EXTRAVASATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CELLULAR_EXTRAVASATION BCR CCL21 CCL25 CCL28 CXCL12 IL27RA MIR146A PLCB1 PTGER4 GOBP_NEGATIVE_REGULATION_OF_CELLULAR_RESPIRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CELLULAR_RESPIRATION ACTN3 DNAJC15 FLCN MIR210 MLXIPL PPIF RHOA SNCA TNF TRAP1 GOBP_NEGATIVE_REGULATION_OF_CELLULAR_RESPONSE_TO_GROWTH_FACTOR_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CELLULAR_RESPONSE_TO_GROWTH_FACTOR_STIMULUS ABL1 ADAMTS12 ADGRA2 AGT AGTR2 APLN ATP2B4 BAMBI BMPER CADM4 CASK CER1 CFLAR CHRD CHRDL1 CHRDL2 CREB3L1 CRIM1 CTDSPL2 CXCL13 DAB2IP DAND5 DCN DKK1 DLX1 EMILIN1 EPN2 FBN1 FGF2 FSTL3 FUZ FZD1 GATA3 GDF3 GPC1 GPR155 GREM1 GREM2 HGS HHEX HIPK2 HJV HRG HTRA1 HTRA3 IL12A IL12B IL4 LEMD3 LRP2 MICOS10-NBL1 MIR1-1 MIR100 MIR106A MIR125B1 MIR149 MIR15A MIR16-1 MIR195 MIR199A1 MIR200C MIR20A MIR210 MIR214 MIR26A1 MIR29B1 MIR302C MIR329-1 MIR342 MIR424 MIR503 MIR573 MIR885 MIR93 MIR98 MMRN2 NBL1 NEDD4 NGFR NIBAN2 NOG NOTCH1 PDCD6 PIK3CB PPARG PPM1A PRDM14 PTPN1 RBPMS2 SEMA6A SFRP1 SFRP2 SHISA2 SKI SKIL SKOR1 SKOR2 SLIT2 SMAD6 SMAD7 SMURF1 SMURF2 SORL1 SOST SOSTDC1 SPART SPRY1 SPRY2 SPRY3 SPRY4 SULF1 SULF2 THBS1 TMEM53 TMPRSS6 TNFAIP6 TOB1 TRIM33 TWSG1 UBE2D1 UBE2D3 VWC2 VWC2L WNT1 WNT4 WNT5A XDH GOBP_NEGATIVE_REGULATION_OF_CELLULAR_RESPONSE_TO_HYPOXIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CELLULAR_RESPONSE_TO_HYPOXIA DDAH1 DRD2 ENO1 EPHA4 HYOU1 NFE2L2 NOL3 PIK3CB PINK1 TMBIM6 VHL GOBP_NEGATIVE_REGULATION_OF_CELLULAR_RESPONSE_TO_INSULIN_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CELLULAR_RESPONSE_TO_INSULIN_STIMULUS AHSG APPL2 ENPP1 GPR21 GRB10 GRB14 GRB7 GSK3A IL1B INPP5K IRS1 KANK1 LONP1 MIR103A1 MIR107 MIR1271 MIR15B MIR195 MSTN NCK1 NCL NCOA5 PID1 PIP4K2A PIP4K2B PIP4K2C PRKAA1 PRKCB PRKCD PRKCQ PRKCZ PTPN1 PTPN2 PTPRE RELA RPS6KB1 SLC27A4 SOCS1 SOCS3 TNS2 TRIM72 TSC2 ZNF592 GOBP_NEGATIVE_REGULATION_OF_CELLULAR_RESPONSE_TO_OXIDATIVE_STRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CELLULAR_RESPONSE_TO_OXIDATIVE_STRESS H19 MEAK7 MIR132 MIR21 MIR675 NCOA7 OXR1 TBC1D24 GOBP_NEGATIVE_REGULATION_OF_CELLULAR_RESPONSE_TO_TRANSFORMING_GROWTH_FACTOR_BETA_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CELLULAR_RESPONSE_TO_TRANSFORMING_GROWTH_FACTOR_BETA_STIMULUS CFLAR DLX1 IL4 MIR29B1 PPARG GOBP_NEGATIVE_REGULATION_OF_CELLULAR_RESPONSE_TO_VASCULAR_ENDOTHELIAL_GROWTH_FACTOR_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CELLULAR_RESPONSE_TO_VASCULAR_ENDOTHELIAL_GROWTH_FACTOR_STIMULUS ADAMTS12 ADGRA2 ATP2B4 CADM4 DAB2IP DCN EMILIN1 HRG IL12A IL12B MIR16-1 MIR199A1 MIR329-1 MIR342 MIR424 PIK3CB SEMA6A SPRY2 XDH GOBP_NEGATIVE_REGULATION_OF_CELLULAR_SENESCENCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CELLULAR_SENESCENCE ABL1 AKT3 BCL6 CDK6 FBXO5 FZR1 HMGA2 MAP3K3 MIF MIR17 MIR543 MIR590 PLK2 PTEN RBL1 SIRT1 SIRT6 TBX2 TERC TERF2 TERT TWIST1 WNT1 YBX1 ZKSCAN3 GOBP_NEGATIVE_REGULATION_OF_CELL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CELL_ACTIVATION ADAMTS18 ADGRF5 ADORA2A ALOX12 ANXA1 APOE ARG1 ARG2 ASCL2 ATM AXL BANK1 BCL6 BCR BMP4 BPI BTK BTN2A2 C1QTNF1 CASP3 CBFB CBLB CCR2 CD200 CD274 CD300A CD300LF CD33 CD74 CD80 CD84 CD86 CD9 CEACAM1 CEBPB CLEC4G CLNK CNR1 CNR2 CR1 CRTAM CST7 CTLA4 CTSG CX3CL1 CYGB DAPL1 DLG1 DLG5 DTX1 DUSP22 DUSP3 EMILIN1 ENPP3 ERBB2 F2 FBXO7 FCGR2B FER FGL1 FGL2 FGR FN1 FOXF1 FOXJ1 FOXP3 GAL GCLC GLI3 GLMN GPER1 GPNMB GRN HAVCR2 HFE HLA-DRB1 HLA-F HLA-G HLX HMGB1 ID2 IDO1 IFNA2 IFNB1 IFNL1 IHH IL10 IL13RA2 IL2 IL20RB IL2RA IL31RA IL4 IL4I1 IL4R ILDR2 INHA INHBA INPP5D IRF1 ITCH JAK3 LAG3 LAPTM5 LAX1 LDLR LGALS3 LGALS9 LGALS9B LGALS9C LILRB1 LILRB2 LILRB4 LOXL3 LRFN5 LRRC32 LST1 LYN MAD1L1 MARCHF7 MDK MERTK MICA MILR1 MIR125A MIR130A MIR181B1 MIR181C MIR185 MIR21 MIR27A MIR30B MNDA NCKAP1L NDFIP1 NOS3 NR1D1 NR1H3 NRARP PAG1 PARP3 PAWR PDCD1LG2 PDE5A PDGFA PDGFB PDGFRA PELI1 PGLYRP1 PGLYRP2 PGLYRP3 PIBF1 PKN1 PLA2G2A PLA2G2D PLA2G2E PLA2G2F PLA2G5 PRDX2 PRKAR1A PRKCD PRKG1 PRNP PTPN2 PTPN22 PTPN6 PTPRC RABGEF1 RAG2 RASSF5 RC3H1 RC3H2 RHBDD3 RIPOR2 RUNX1 RUNX3 SAMSN1 SCGB1A1 SCRIB SDC4 SERPINE2 SFRP1 SFTPD SH2B3 SHH SLC4A2 SMAD7 SOCS1 SOCS5 SOCS6 SOX11 SPI1 SPN SYT11 TAFA3 TARM1 TBC1D10C TBX21 THBD THOC1 TIGIT TMEM131L TNFAIP3 TNFAIP8L2 TNFRSF13B TNFRSF14 TNFRSF21 TNFSF18 TNFSF4 TREM2 TSPAN32 TWSG1 TYRO3 TYROBP UBASH3B VSIG4 VSIR VTCN1 XCL1 ZBTB46 ZBTB7B ZC3H12A ZC3H8 GOBP_NEGATIVE_REGULATION_OF_CELL_ADHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CELL_ADHESION ABCA12 ABL1 ACER2 ACTN4 ACVRL1 ADAM10 ADAM15 ADAM22 ADAMDEC1 ADAMTS18 ADIPOQ ADORA2A ADTRP AJAP1 AKNA AKT1 ALOX12 ANGPT1 ANGPT2 ANXA1 AP1AR APOA1 APOD ARG1 ARG2 ARHGAP6 ARHGDIG ASCL2 ASS1 ATP5F1B B4GALNT2 BCL6 BMP2 BMP4 BMP6 BTN2A2 C1QTNF1 CASK CASP3 CBFB CBLB CBLL1 CCL21 CCL25 CCL28 CD164 CD274 CD300A CD74 CD80 CD86 CD9 CDH1 CDH13 CDKN2A CDSN CEACAM1 CEBPB CLASP2 CLDN7 CLEC4G COL1A1 CORO1C CORO2B CR1 CRTAM CTLA4 CTSG CX3CL1 CXCL12 CYP1B1 DAB1 DACT2 DAPL1 DEFB118 DLC1 DLG1 DLG5 DMTN DSCAM DTX1 DUSP1 DUSP22 DUSP3 EFNA5 EPB41L5 EPCAM EPHA4 EPHB2 ERBB2 ERBB3 FAM107A FBLN1 FCGR2B FGL1 FGL2 FOXJ1 FOXP3 FXYD5 FZD4 FZD7 GBP1 GCNT2 GLI3 GLMN GPNMB GTPBP4 HAVCR2 HFE HLA-DRB1 HLA-G HLX HMGB1 HOXA7 HRG HSPG2 IDO1 IFNA2 IFNB1 IFNL1 IHH IL10 IL1RN IL2 IL20RB IL2RA IL4 IL4I1 IL4R ILDR2 IRF1 ITCH ITGB1BP1 JAG1 JAK2 JAK3 JAM3 KANK1 KLF4 KNG1 LAG3 LAPTM5 LAX1 LGALS3 LGALS9 LGALS9B LGALS9C LILRB1 LILRB2 LILRB4 LOXL3 LPXN LRRC32 MAD1L1 MAD2L2 MAP2K5 MAP4K4 MAPK7 MARCHF7 MBP MDK MELTF METTL3 MIA3 MIR10A MIR125A MIR138-1 MIR141 MIR146A MIR181C MIR183 MIR192 MIR21 MIR221 MIR222 MIR27A MIR29C MIR30B MIR31 MIR503 MIR675 MIR9-1 MIR92A1 MIR939 MIRLET7E MIRLET7G MMP12 MMP14 MMP2 MUC1 MUC21 MYADM MYOC NCKAP1L NDFIP1 NEXMIF NF1 NF2 NOTCH1 NOTCH4 NRARP PAG1 PAWR PDCD1LG2 PDE3B PDE5A PELI1 PHLDB2 PIK3R1 PLA2G2A PLA2G2D PLA2G2E PLA2G2F PLA2G5 PLET1 PLG PLXNA1 PLXNA2 PLXNA3 PLXNA4 PLXNB1 PLXNB2 PLXNB3 PLXNC1 PLXND1 PODXL POSTN PPARA PPM1F PRDX2 PRKAR1A PRKCD PRKG1 PRNP PTEN PTK2 PTPN11 PTPN2 PTPN22 PTPN6 PTPRC PTPRO RAG2 RASA1 RC3H1 RC3H2 RCC2 RDX RGCC RHOA RIPOR2 RND1 RUNX1 RUNX3 SCGB1A1 SCRIB SDC4 SEMA3E SEMA4D SEMA5A SEMA6A SERPINE1 SERPINE2 SFTPD SH2B3 SHH SIPA1 SLC4A2 SMAD7 SNAI2 SOCS1 SOCS5 SOCS6 SPI1 SPINT2 SPN SPOCK1 SPRY4 SRC SWAP70 TACSTD2 TARM1 TBCD TBX21 TGFB1 TGFBI THBS1 TIGIT TMEM131L TNC TNFAIP8L2 TNFRSF14 TNFRSF21 TNFSF18 TNFSF4 TNR TRPV4 TSPAN32 TWSG1 UBASH3B VEGFA VSIG4 VSIR VTCN1 WNK1 WNT1 XCL1 YTHDF2 ZBTB7B ZC3H12A ZC3H8 ZNF703 GOBP_NEGATIVE_REGULATION_OF_CELL_ADHESION_MEDIATED_BY_INTEGRIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CELL_ADHESION_MEDIATED_BY_INTEGRIN ACER2 CYP1B1 HRG JAM3 MUC1 NEXMIF PDE3B PTPN11 SERPINE1 SNAI2 SWAP70 WNK1 GOBP_NEGATIVE_REGULATION_OF_CELL_ADHESION_MOLECULE_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CELL_ADHESION_MOLECULE_PRODUCTION APOA1 CXCL8 MIR101-1 MIR1298 MIR146A MIR206 MIR20A MIR221 MIR222 MIR27B MIR374A MYOCD NOTCH1 NOTCH4 GOBP_NEGATIVE_REGULATION_OF_CELL_CELL_ADHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CELL_CELL_ADHESION ABCA12 ABL1 ADAMTS18 ADIPOQ ADORA2A ADTRP AKNA AKT1 ALOX12 ANXA1 APOA1 ARG1 ARG2 ASCL2 ASS1 B4GALNT2 BCL6 BMP2 BMP4 BMP6 BTN2A2 C1QTNF1 CASP3 CBFB CBLB CCL21 CCL25 CCL28 CD274 CD300A CD74 CD80 CD86 CD9 CDH1 CDSN CEACAM1 CEBPB CLEC4G CR1 CRTAM CTLA4 CTSG CXCL12 DAPL1 DLG1 DLG5 DTX1 DUSP22 DUSP3 EPB41L5 EPCAM ERBB2 FCGR2B FGL1 FGL2 FOXJ1 FOXP3 FXYD5 GLI3 GLMN GPNMB GTPBP4 HAVCR2 HFE HLA-DRB1 HLA-G HLX HMGB1 IDO1 IFNA2 IFNB1 IFNL1 IHH IL10 IL1RN IL2 IL20RB IL2RA IL4 IL4I1 IL4R ILDR2 IRF1 ITCH JAG1 JAK2 JAK3 KLF4 LAG3 LAPTM5 LAX1 LGALS3 LGALS9 LGALS9B LGALS9C LILRB1 LILRB2 LILRB4 LOXL3 LRRC32 MAD1L1 MAD2L2 MAP2K5 MAPK7 MARCHF7 MBP MDK METTL3 MIA3 MIR125A MIR141 MIR146A MIR181C MIR21 MIR221 MIR222 MIR27A MIR30B MIR31 MIRLET7E MIRLET7G MUC21 MYADM NCKAP1L NDFIP1 NEXMIF NF2 NOTCH1 NOTCH4 NRARP PAG1 PAWR PDCD1LG2 PDE5A PELI1 PLA2G2A PLA2G2D PLA2G2E PLA2G2F PLA2G5 PLG PODXL PPARA PPM1F PRDX2 PRKAR1A PRKCD PRKG1 PRNP PTK2 PTPN2 PTPN22 PTPN6 RAG2 RC3H1 RC3H2 RDX RGCC RIPOR2 RUNX1 RUNX3 SCGB1A1 SCRIB SDC4 SERPINE2 SFTPD SH2B3 SHH SLC4A2 SMAD7 SOCS1 SOCS5 SOCS6 SPI1 SPINT2 SPN SWAP70 TARM1 TBX21 TGFB1 TIGIT TMEM131L TNFAIP8L2 TNFRSF14 TNFRSF21 TNFSF18 TNFSF4 TNR TRPV4 TSPAN32 TWSG1 UBASH3B VEGFA VSIG4 VSIR VTCN1 WNK1 WNT1 XCL1 YTHDF2 ZBTB7B ZC3H12A ZC3H8 ZNF703 GOBP_NEGATIVE_REGULATION_OF_CELL_CELL_ADHESION_MEDIATED_BY_CADHERIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CELL_CELL_ADHESION_MEDIATED_BY_CADHERIN BMP6 EPCAM MAD2L2 NEXMIF NOTCH1 NOTCH4 PLG PPM1F RGCC VEGFA GOBP_NEGATIVE_REGULATION_OF_CELL_CHEMOTAXIS_TO_FIBROBLAST_GROWTH_FACTOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CELL_CHEMOTAXIS_TO_FIBROBLAST_GROWTH_FACTOR CXCL13 MIR149 MIR15A MIR16-1 MIR424 GOBP_NEGATIVE_REGULATION_OF_CELL_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CELL_CYCLE ABL1 ABRAXAS1 ACVR1 ADCYAP1 ALOX15B ANAPC15 ANGEL2 APBB1 APBB2 APC ATF2 ATF5 ATM ATR ATRIP ATRX AURKAIP1 AURKB AVEN BABAM1 BABAM2 BARD1 BAZ1B BCL2 BCL6 BIRC5 BLM BMP2 BMP4 BMP7 BRCA1 BRCA2 BRCC3 BRD7 BRINP1 BRINP2 BRINP3 BRIP1 BRSK1 BTG1 BTG2 BTG3 BTG4 BTN2A2 BUB1 BUB1B BUB3 CACNB4 CAMSAP3 CASP2 CASP3 CCAR2 CCL2 CCNB1 CCND1 CCNF CCNG1 CCP110 CDC14B CDC20 CDC45 CDC5L CDC6 CDC73 CDCA8 CDK1 CDK2 CDK2AP2 CDK5 CDK5RAP1 CDK5RAP2 CDK5RAP3 CDK6 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2D CDT1 CEBPA CENATAC CENPF CEP63 CHEK1 CHEK2 CHFR CHMP2A CHMP4C CLOCK CLSPN CRADD CRLF3 CRY1 CTDSP1 CTDSP2 CTDSPL CTNNB1 CUL4A DAB2IP DACT1 DCUN1D3 DDX39B DLG1 DMRT1 DNA2 DONSON DOT1L DTL DTX3L DUSP1 DUX4 DYNC1LI1 E2F1 E2F7 E2F8 EIF2AK4 EME1 EME2 ERCC6 ESPL1 ETAA1 EZH2 FAM107A FANCD2 FBXO31 FBXO4 FBXO43 FBXO5 FBXO6 FBXO7 FEM1B FHL1 FOXC1 FOXN3 FOXO4 FZD3 FZR1 GAS1 GATA3 GEN1 GFI1B GIGYF2 GJC2 GML GMNC GMNN GPER1 GPNMB GPR132 GPR15LG GTSE1 H2AX HASPIN HECA HEXIM1 HEXIM2 HHEX HINFP HLA-G HORMAD1 HOXC9 HOXD10 HPGD HTRA2 HUS1 HUS1B IER3 IK IL10 INCA1 INCENP INHA INHBA INIP INTS3 INTS7 IPO5 IPO7 JADE1 KANK2 KAT2A KAT2B KIF25 KLF4 KLHL22 KNL1 KNTC1 LATS1 LATS2 LCMT1 LIF LILRB1 MACROH2A1 MAD1L1 MAD2L1 MAD2L1BP MAD2L2 MAP3K20 MAPK12 MAPK14 MBTPS1 MBTPS2 MCIDAS MDC1 MDM1 MDM2 MEIOC MEN1 METTL13 MIIP MIR103A1 MIR10A MIR133A1 MIR133B MIR134 MIR137 MIR15A MIR15B MIR16-1 MIR193A MIR195 MIR19B1 MIR21 MIR26A1 MIR29A MIR29B1 MIR29C MIR30C2 MIR362 MIR424 MIR451A MIR503 MIR638 MIR711 MIR873 MIR892B MOS MRE11 MRNIP MSH2 MTBP MUC1 MUS81 MYO16 MYOCD NAA10 NABP1 NABP2 NACC2 NAE1 NANOS2 NBN NDC80 NEK11 NEK2 NHERF1 NLE1 NLRP2B NME6 NOP53 NPM1 NPPC NPR2 NR2F2 NR4A1 NSUN2 NUBP1 NUDT6 NUF2 NUPR1 NUPR2 ORC1 OVOL1 PABIR1 PARP9 PCID2 PIDD1 PINX1 PKD2 PKMYT1 PLK1 PLK2 PLK3 PML PPP1R10 PPP1R13B PPP2R5B PRAP1 PRKDC PRMT2 PROX1 PRPF19 PSMG2 PTEN PTGS2 PTPN11 PTPN3 PTPRK RAD1 RAD17 RAD21 RAD50 RAD51 RAD9A RAD9B RB1 RBBP8 RBL1 RBL2 RBM14 RBM46 RFPL1 RFWD3 RGCC RHNO1 RHOB RINT1 RNASEH2B RNF167 RPA2 RPA4 RPL26 RPS27L RPS6KA2 RRP8 RUNX3 SCRIB SDE2 SETMAR SIPA1 SIRT1 SLFN11 SMARCA5 SOX2 SPC24 SPC25 SPDL1 STK33 SUSD2 SUV39H1 SYF2 TAF6 TAOK1 TAOK2 TAOK3 TELO2 TENT5B TERF1 TERF2 TEX14 TFAP4 TFDP3 TGFB1 THAP5 THOC1 THOC5 TICRR TIMELESS TIPIN TIPRL TMEM67 TNF TNKS TOM1L1 TOM1L2 TOPBP1 TP53 TP53BP1 TP53BP2 TP53I13 TPR TPRA1 TREX1 TRIAP1 TRIM35 TRIM37 TRIM39 TRIP13 TSPYL2 TTI1 TTI2 TTK UFL1 UIMC1 USP28 USP44 USP47 VPS4A WAC WAPL WDR76 WEE1 XPC XRCC3 YTHDC2 ZBTB17 ZFP36L1 ZFP36L2 ZFYVE19 ZNF207 ZNF655 ZNF830 ZNRF4 ZW10 ZWILCH ZWINT GOBP_NEGATIVE_REGULATION_OF_CELL_CYCLE_CHECKPOINT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CELL_CYCLE_CHECKPOINT DDX39B MAD2L1BP PPP1R10 PRAP1 THOC1 THOC5 GOBP_NEGATIVE_REGULATION_OF_CELL_CYCLE_G1_S_PHASE_TRANSITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CELL_CYCLE_G1_S_PHASE_TRANSITION ACVR1 APBB1 APC ATM BCL2 BRD7 BTN2A2 CACNB4 CASP2 CCL2 CCND1 CDC73 CDK2 CDK2AP2 CDKN1A CDKN1B CDKN2B CDKN2D CHEK2 CRADD CRLF3 CTDSP1 CTDSP2 CTDSPL DACT1 DCUN1D3 DLG1 E2F7 EZH2 FAM107A FBXO31 FBXO7 FHL1 GFI1B GIGYF2 GJC2 GML GPNMB GPR15LG GTSE1 INHBA JADE1 KANK2 KLF4 MDM2 METTL13 MIR10A MIR133A1 MIR133B MIR137 MIR15A MIR15B MIR16-1 MIR193A MIR26A1 MIR29A MIR29B1 MIR29C MIR30C2 MIR362 MIR451A MIR503 MIR638 MIR873 MIR892B MUC1 MYO16 NACC2 PIDD1 PKD2 PLK2 PLK3 PML PRAP1 PRKDC PRMT2 PTEN RB1 RBL1 RBL2 RFWD3 RPA2 RPL26 RPS27L SDE2 SLFN11 SOX2 SUSD2 TFDP3 TP53 TREX1 TRIAP1 WAC WEE1 ZNF655 GOBP_NEGATIVE_REGULATION_OF_CELL_CYCLE_G2_M_PHASE_TRANSITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CELL_CYCLE_G2_M_PHASE_TRANSITION ABRAXAS1 ATF5 ATM AURKB AVEN BABAM1 BABAM2 BARD1 BLM BRCA1 BRCC3 BRSK1 CCNG1 CDC14B CDC6 CDK1 CDK5RAP3 CDKN1A CHEK1 CHFR CHMP4C CLSPN DONSON DTL FHL1 FOXN3 FOXO4 FZR1 GPR132 HUS1 HUS1B IER3 INIP INTS3 MACROH2A1 MBTPS1 MBTPS2 MIIP MIR195 MIR19B1 MRE11 MRNIP NABP1 NABP2 NAE1 NBN NOP53 ORC1 PABIR1 PINX1 PKMYT1 PLK1 RAD17 RAD21 RAD50 RBBP8 RFPL1 RINT1 SYF2 TAOK1 TAOK2 TAOK3 TICRR TOPBP1 TRIM39 UIMC1 USP47 VPS4A ZFYVE19 ZNF830 GOBP_NEGATIVE_REGULATION_OF_CELL_CYCLE_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CELL_CYCLE_PROCESS ABRAXAS1 ACVR1 ANAPC15 APBB1 APBB2 APC ATF2 ATF5 ATM ATR ATRIP ATRX AURKAIP1 AURKB AVEN BABAM1 BABAM2 BARD1 BAZ1B BCL2 BCL6 BIRC5 BLM BMP4 BMP7 BRCA1 BRCA2 BRCC3 BRD7 BRIP1 BRSK1 BTN2A2 BUB1 BUB1B BUB3 CACNB4 CAMSAP3 CASP2 CCAR2 CCL2 CCNB1 CCND1 CCNF CCNG1 CCP110 CDC14B CDC20 CDC45 CDC5L CDC6 CDC73 CDCA8 CDK1 CDK2 CDK2AP2 CDK5RAP2 CDK5RAP3 CDKN1A CDKN1B CDKN2B CDKN2D CDT1 CENATAC CENPF CEP63 CHEK1 CHEK2 CHFR CHMP2A CHMP4C CLOCK CLSPN CRADD CRLF3 CRY1 CTDSP1 CTDSP2 CTDSPL CUL4A DAB2IP DACT1 DCUN1D3 DDX39B DLG1 DMRT1 DNA2 DONSON DOT1L DTL DTX3L DUSP1 DUX4 DYNC1LI1 E2F1 E2F7 E2F8 EIF2AK4 EME1 EME2 ERCC6 ESPL1 ETAA1 EZH2 FAM107A FANCD2 FBXO31 FBXO4 FBXO43 FBXO5 FBXO6 FBXO7 FEM1B FHL1 FOXN3 FOXO4 FZR1 GEN1 GFI1B GIGYF2 GJC2 GML GPER1 GPNMB GPR132 GPR15LG GTSE1 H2AX HASPIN HINFP HLA-G HORMAD1 HUS1 HUS1B IER3 IK INCENP INHBA INIP INTS3 INTS7 JADE1 KANK2 KAT2A KAT2B KIF25 KLF4 KLHL22 KNL1 KNTC1 LCMT1 LIF MACROH2A1 MAD1L1 MAD2L1 MAD2L1BP MAD2L2 MAP3K20 MAPK14 MBTPS1 MBTPS2 MDC1 MDM1 MDM2 METTL13 MIIP MIR10A MIR133A1 MIR133B MIR137 MIR15A MIR15B MIR16-1 MIR193A MIR195 MIR19B1 MIR26A1 MIR29A MIR29B1 MIR29C MIR30C2 MIR362 MIR424 MIR451A MIR503 MIR638 MIR873 MIR892B MOS MRE11 MRNIP MSH2 MTBP MUC1 MUS81 MYO16 NAA10 NABP1 NABP2 NACC2 NAE1 NANOS2 NBN NDC80 NEK11 NEK2 NME6 NOP53 NPM1 NSUN2 NUBP1 NUF2 ORC1 OVOL1 PABIR1 PARP9 PCID2 PIDD1 PINX1 PKD2 PKMYT1 PLK1 PLK2 PLK3 PML PPP1R10 PPP2R5B PRAP1 PRKDC PRMT2 PROX1 PRPF19 PSMG2 PTEN PTPN11 RAD1 RAD17 RAD21 RAD50 RAD51 RAD9A RAD9B RB1 RBBP8 RBL1 RBL2 RBM14 RFPL1 RFWD3 RGCC RHNO1 RINT1 RNASEH2B RPA2 RPA4 RPL26 RPS27L RPS6KA2 SDE2 SETMAR SLFN11 SMARCA5 SOX2 SPC24 SPC25 SPDL1 STK33 SUSD2 SYF2 TAOK1 TAOK2 TAOK3 TELO2 TERF1 TERF2 TEX14 TFDP3 THOC1 THOC5 TICRR TIMELESS TIPIN TIPRL TMEM67 TNKS TOM1L1 TOM1L2 TOPBP1 TP53 TP53BP1 TPR TPRA1 TREX1 TRIAP1 TRIM37 TRIM39 TRIP13 TTI1 TTI2 TTK UFL1 UIMC1 USP28 USP44 USP47 VPS4A WAC WAPL WDR76 WEE1 XPC XRCC3 ZFP36L1 ZFP36L2 ZFYVE19 ZNF207 ZNF655 ZNF830 ZW10 ZWILCH ZWINT GOBP_NEGATIVE_REGULATION_OF_CELL_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CELL_DEVELOPMENT ABCC8 ADIPOQ ANXA1 APCS APPL2 ARHGAP4 ASCL2 ATOH1 B2M BCL11A BCL6 BMP4 BMP7 BMPR1A BRINP1 BTG2 C1QC CARTPT CAV3 CBFB CCL11 CCL3 CD74 CDH1 CDK5 CDK6 CDKL3 CDKN2B CEACAM1 CEBPA CERS2 CLDN18 CLEC4G CR1 CTDSP1 CTLA4 CTNNA1 CTNNB1 CUL4A DAAM2 DAB1 DCC DICER1 DIP2B DLL3 DLX1 DLX2 DNAJB11 DPYSL5 DRAXIN DRD3 DTX1 DUSP10 DYNLT1 EDNRB EFNB3 EPHA7 EPHB2 ERBB2 ERFE F2 FBN1 FBXO7 FBXW7 FCGR2B FGF13 FGL2 FOXJ1 FOXP3 FRZB FSTL3 FSTL4 GATA2 GDI1 GLI3 GORASP1 GPR137 GPR137B GPR37L1 GPR55 GPR68 GSK3A GSK3B HDAC6 HES1 HES5 HLA-G HLX HMGB1 HOOK3 HOXA7 HSPA9 IAPP ID2 ID4 IFNA2 IFNB1 IFNL1 IFRD1 IGF1 IHH IL17D IL1A IL1B IL2 IL4 IL4R IL6 INHA INHBA INPP5D IRF1 JAK3 KDM4A KIAA0319 KIFAP3 LAG3 LDLR LHX2 LILRB1 LILRB3 LILRB4 LIN28A LOXL3 LRP4 LRRC17 LTF LYN MAFB MAG MAP2 MBD1 MCF2 MDK MECP2 MIR125B1 MIR137 MIR146A MIR181B1 MIR181C MIR21 MIR221 MIR222 MIR29B1 MIR30B MIR486-1 MT3 MYC NF1 NF2 NFATC4 NKX6-1 NKX6-2 NODAL NOG NOTCH1 NPPC NPR2 NR1D1 NR2E1 NRARP NRP1 NTN1 PAEP PAX6 PCM1 PGLYRP1 PGLYRP2 PGLYRP3 PIAS3 PIK3R1 PITX3 PLXNA3 PPP3CA PRDX2 PROX1 PRTG PSEN1 PTEN PTHLH PTN PTPN2 PTPRS RAG2 RAPGEF2 RARA RB1 RC3H1 RC3H2 REST RFLNA RFLNB RGMA RNF10 RNF6 RTN4 RTN4R RUFY3 RUNX1 RUNX3 RYK S1PR3 SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SFRP1 SHB SHH SIRT2 SKI SLC4A2 SLIT1 SMAD7 SNAI2 SOCS1 SOCS5 SORL1 SOX10 SOX11 SPART SPP1 SYNGAP1 SYT4 TBX21 TBX6 TCTA THY1 TLR3 TLR4 TLX2 TMEM131L TMEM176A TMEM176B TMEM178A TMEM98 TNF TNFAIP6 TNFRSF11B TNFSF18 TNFSF4 TNR TOB2 TP53 TREM2 TRIB1 TRIM11 TRIM46 TRPC5 TRPV1 TSC22D1 TSPO TTPA UBASH3B ULK1 ULK2 VAX1 VEGFA WEE2 WNT3 WNT3A WNT5A WNT7A YWHAH ZBTB46 ZBTB7B ZC3H12A ZC3H8 ZFPM1 ZNF675 GOBP_NEGATIVE_REGULATION_OF_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CELL_DIFFERENTIATION ABCA1 ABCA5 ABCC8 ABCG1 ACTB ACTL6A ACTL6B ACVRL1 ADAMTS12 ADAMTS7 ADGRV1 ADIPOQ ADIPOR1 AKIRIN1 ANKRD17 ANKRD2 ANKRD26 ANP32B ANXA1 APCS APP APPL2 AREG ARHGAP4 ASCL1 ASCL2 ASPM ASXL1 ATOH1 AXIN1 AXIN2 B2M BAMBI BBS12 BCL11A BCL6 BCL7A BCL7B BCL7C BDNF BHLHA15 BHLHE41 BICRA BICRAL BMAL1 BMP2 BMP4 BMP5 BMP7 BMPR1A BMPR2 BRD9 BRINP1 BTG2 C1QC C1QL4 CALR CARTPT CAV1 CAV3 CBFB CCDC85B CCL11 CCL3 CCN3 CCN4 CCND1 CD74 CDC73 CDH1 CDK12 CDK13 CDK5 CDK5RAP2 CDK6 CDKL3 CDKN2B CEACAM1 CEACAM5 CEBPA CERS2 CETP CHADL CHRD CIB1 CITED1 CLDN18 CLEC4G CMTM5 CNTF CNTN2 CNTN4 COL5A1 COL5A2 CR1 CRIM1 CRP CTDP1 CTDSP1 CTLA4 CTNNA1 CTNNB1 CTR9 CUL4A CXCL10 DAAM2 DAB1 DAB2IP DACT3 DCC DDIT3 DDX6 DICER1 DIP2B DISP3 DIXDC1 DKK1 DLL1 DLL3 DLX1 DLX2 DNAJB11 DNMT1 DPF2 DPYSL5 DRAXIN DRD3 DTX1 DUSP10 DYNLT1 E2F1 EDNRB EFEMP1 EFNA1 EFNB3 EGFR EID2B EIF2AK4 EIF4E EIF4ENIF1 ENPP1 EPHA4 EPHA7 EPHB1 EPHB2 ERBB2 EREG ERFE ESRRB EXTL3 EZH2 F2 FBN1 FBXO7 FBXW7 FCGR2B FERMT2 FEZF2 FGF10 FGF13 FGF23 FGF9 FGL2 FLCN FOXA1 FOXA2 FOXE3 FOXG1 FOXJ1 FOXJ2 FOXO1 FOXO4 FOXP1 FOXP3 FRS2 FRZB FST FSTL3 FSTL4 FUZ FZD7 G6PD GABPA GATA2 GATA3 GDF11 GDF3 GDF5 GDI1 GLI3 GORASP1 GPER1 GPR137 GPR137B GPR171 GPR37L1 GPR55 GPR68 GPS2 GREM1 GRHL2 GSK3A GSK3B H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HAND2 HDAC1 HDAC3 HDAC4 HDAC5 HDAC6 HDAC7 HES1 HES5 HEY1 HEY2 HLA-G HLX HMG20A HMGB1 HNRNPU HOOK3 HOPX HOXA2 HOXA5 HOXA7 HOXA9 HOXB8 HPN HSPA9 IAPP ID2 ID3 ID4 IFNA2 IFNB1 IFNG IFNL1 IFRD1 IGF1 IGF2 IGFBP5 IHH IL13 IL17D IL17RD IL18 IL1A IL1B IL2 IL4 IL4R IL6 INHA INHBA INPP5D INSIG1 IPO7 IQCB1 IRF1 IRX3 ISL1 ISL2 ITGAV ITGB1 ITGB3 ITPKB JAG1 JAK3 JDP2 KDM4A KIAA0319 KIFAP3 KLF13 KRAS LAG3 LBH LBX1 LDB1 LDLR LDLRAD4 LEO1 LHX2 LILRB1 LILRB3 LILRB4 LIMD1 LIN28A LMX1A LOXL3 LRP3 LRP4 LRP5 LRRC17 LSM1 LTBP3 LTF LYN MAD2L2 MAFB MAG MAP2 MAPK1 MARK1 MBD1 MBNL3 MCF2 MDK MECP2 MED1 MED28 MEIS1 MEIS2 MEN1 MESP1 METTL14 MIB1 MIR1-1 MIR100 MIR103A1 MIR106A MIR107 MIR10A MIR125B1 MIR128-1 MIR130A MIR130B MIR137 MIR138-1 MIR140 MIR144 MIR145 MIR146A MIR149 MIR15B MIR17 MIR181B1 MIR181C MIR18A MIR18B MIR199A1 MIR199B MIR200B MIR205 MIR208A MIR21 MIR214 MIR221 MIR222 MIR24-1 MIR26A1 MIR27A MIR27B MIR29B1 MIR302A MIR30B MIR379 MIR448 MIR483 MIR486-1 MIR495 MIR518B MIR548D1 MIR573 MIR590 MIR665 MIR675 MIR9-1 MIR93 MIR98 MIXL1 MMP11 MMP9 MSTN MSX1 MSX2 MT3 MYB MYC MYOCD N4BP2L2 NBR1 NELFB NEPRO NF1 NF2 NFATC1 NFATC2 NFATC3 NFATC4 NFE2L2 NFKBIA NKX2-1 NKX2-2 NKX2-5 NKX3-2 NKX6-1 NKX6-2 NKX6-3 NMRK2 NOCT NODAL NOG NOTCH1 NOTCH3 NOTCH4 NPHP3 NPPC NPR2 NR1D1 NR1H2 NR1H3 NR2E1 NRARP NRP1 NTN1 OLIG2 OSR1 OSTN OVOL2 PAEP PAF1 PAX6 PBX1 PCID2 PCM1 PDCD4 PDGFB PF4 PGLYRP1 PGLYRP2 PGLYRP3 PHOX2B PI16 PIAS3 PIK3R1 PITX3 PKP2 PLPP7 PLXNA3 POU4F2 PPARA PPARD PPARG PPP2CA PPP3CA PRAME PRAMEF1 PRAMEF10 PRAMEF11 PRAMEF12 PRAMEF14 PRAMEF15 PRAMEF17 PRAMEF19 PRAMEF2 PRAMEF20 PRAMEF22 PRAMEF25 PRAMEF27 PRAMEF33 PRAMEF4 PRAMEF5 PRAMEF6 PRAMEF7 PRAMEF8 PRAMEF9 PRDM6 PRDX2 PRICKLE1 PRMT1 PRMT5 PROX1 PRTG PSEN1 PTBP1 PTCH1 PTEN PTGR3 PTH PTHLH PTK2B PTN PTPN11 PTPN2 PTPRS RAG2 RANBP3L RAP1GAP RAPGEF2 RARA RARB RARG RB1 RBM15 RBPJ RBPMS2 RC3H1 RC3H2 REG3A REG3G REST RFLNA RFLNB RGMA RGS2 RGS4 RIOX1 RNF10 RNF6 RORA RORB RPL3L RTN4 RTN4R RUFY3 RUNX1 RUNX1T1 RUNX3 RYK S1PR3 SDHAF2 SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SFRP1 SFRP2 SHB SHH SHOC2 SINHCAF SIRT1 SIRT2 SIX2 SIX3 SIX4 SKI SKIC8 SKIL SLC4A2 SLC6A4 SLC7A10 SLIT1 SMAD1 SMAD3 SMAD4 SMAD6 SMAD7 SMARCA2 SMARCA4 SMARCC1 SMARCD1 SMO SNAI1 SNAI2 SOCS1 SOCS5 SOD2 SORL1 SORT1 SOSTDC1 SOX10 SOX11 SOX2 SOX3 SOX4 SOX6 SOX8 SOX9 SPAG9 SPART SPDEF SPP1 SPRED1 SPRED2 SPRED3 SPRY1 SPRY2 SRA1 SRSF6 SS18 STAT1 STAT3 STAT5B SUFU SUZ12 SYNGAP1 SYT4 TBX1 TBX21 TBX3 TBX5 TBX6 TCF15 TCF23 TCTA TENT5C TGFB1 TGFB1I1 TGFB2 TGFBR1 THY1 TLCD3B TLR3 TLR4 TLX2 TLX3 TMEM119 TMEM131L TMEM176A TMEM176B TMEM178A TMEM182 TMEM53 TMEM64 TMEM98 TNF TNFAIP6 TNFRSF11B TNFSF18 TNFSF4 TNN TNR TOB1 TOB2 TOMM70 TP53 TP53INP1 TP63 TP73 TREM2 TRIB1 TRIB2 TRIB3 TRIM11 TRIM46 TRIM6 TRIM62 TRIM72 TRIO TRPC5 TRPM4 TRPV1 TRPV4 TSC22D1 TSKU TSPO TTPA TUNAR TWIST1 TWIST2 TWSG1 UBASH3B UCMA ULK1 ULK2 USF3 USH2A VASN VAX1 VEGFA VEGFC VHL WEE2 WNT1 WNT10B WNT3 WNT3A WNT4 WNT5A WNT7A WNT9A WWTR1 XBP1 XDH YAP1 YTHDF2 YWHAH YY1 ZBED6 ZBTB16 ZBTB46 ZBTB7B ZC3H12A ZC3H8 ZEB1 ZFP36 ZFP36L1 ZFP36L2 ZFPM1 ZFPM2 ZHX2 ZNF536 ZNF675 ZNF750 GOBP_NEGATIVE_REGULATION_OF_CELL_DIVISION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CELL_DIVISION ASPM AURKB BLM CHMP4C E2F7 E2F8 GPR15LG INTU MIR145 MYC PTCH1 RFPL1 SUSD2 TEX14 TXNIP VPS4A ZFYVE19 GOBP_NEGATIVE_REGULATION_OF_CELL_FATE_COMMITMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CELL_FATE_COMMITMENT DKK1 FZD7 HES1 LOXL3 MESP1 NKX6-2 SFRP2 SOSTDC1 SPDEF TBX21 TNFSF18 GOBP_NEGATIVE_REGULATION_OF_CELL_GROWTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CELL_GROWTH ACVR1B ACVRL1 ADAM15 ADIPOR1 AGTR2 ARHGAP4 BCL11A BCL2 BCL6 BDKRB1 BMP10 BMPR2 BRCA1 BST2 BTG1 CAPRIN2 CAV3 CCAR2 CCDC85B CCN3 CDA CDH1 CDHR2 CDK5 CDKL3 CDKN1A CDKN1B CDKN2A CDKN2AIP CDKN2C CDKN2D CGRRF1 CRLF3 CRYAB CTDP1 CYP27B1 DAB2 DACT3 DCBLD2 DCC DCSTAMP DCUN1D3 DDX3X DIP2B DNAJB2 DRAXIN EAF2 EI24 ENO1 ENPP1 EPHA7 ESR2 FBP1 FGF13 FHL1 FOXP1 FRZB FSTL4 G6PD GDF2 GDF9 GJA1 GNG4 GREM1 GSK3A HDAC6 HNF4A HRG HSPA1A HSPA1B HYAL1 HYAL2 IFRD1 ING1 INHBA IP6K2 JADE1 KIAA0319 MAG MAP2 MECP2 MEG3 MINAR1 MIR199A1 MIR199B MSX1 MT3 MUL1 MYL2 NAIF1 NDRG3 NDUFA13 NDUFS3 NME6 NPPB NPR1 NRP1 NTN1 OSGIN1 OSGIN2 OSTN PHB1 PI16 PLXNA3 PML PPARA PPP1R9B PPP2CA PPP2R1A PPT1 PRDM11 PSRC1 PTPRJ PTPRS RACK1 RB1 RBBP7 RERG RGMA RGS2 RGS4 RNF6 RTN4 RTN4R RYK SCGB3A1 SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SERPINE2 SERTAD2 SERTAD3 SESN2 SFRP1 SFRP2 SH3BP4 SIPA1 SLIT1 SLIT2 SLIT3 SMAD3 SMAD4 SMARCA2 SMARCA4 SOX17 SPAG9 SPART SPHK2 SPP1 ST20 ST7L STK11 TCHP TGFB1 TGFB2 TNR TOMM70 TP53 TP53TG5 TRIM40 TRIM46 TSPYL2 ULK1 ULK2 VGLL4 WFDC1 WNT11 WNT3 WNT3A WNT5A WT1 YY1 GOBP_NEGATIVE_REGULATION_OF_CELL_GROWTH_INVOLVED_IN_CARDIAC_MUSCLE_CELL_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CELL_GROWTH_INVOLVED_IN_CARDIAC_MUSCLE_CELL_DEVELOPMENT CAV3 CTDP1 FOXP1 G6PD GSK3A MIR199A1 MIR199B PI16 PPARA RGS2 RGS4 TOMM70 YY1 GOBP_NEGATIVE_REGULATION_OF_CELL_JUNCTION_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CELL_JUNCTION_ASSEMBLY ACE ACVRL1 APOD ARHGAP6 CBLN1 CLASP2 CORO1C DKK1 DLC1 DMTN DUSP22 EPHA7 FAM107A IKBKB IL1B ITGB1BP1 MIR105-1 MIR142 MMP14 PHLDB2 PTEN PTPN13 RCC2 ROBO2 ROCK1 ROCK2 SLIT1 SRC THBS1 TLR2 TNF WNT5A GOBP_NEGATIVE_REGULATION_OF_CELL_KILLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CELL_KILLING ARRB2 CEACAM1 CLEC12B CR1 CRK CX3CR1 FCGR2B GFER HAVCR2 HLA-A HLA-B HLA-E HLA-F HLA-G IL13 IL4 IL7R KIR2DL4 KLRC1 KLRD1 LGALS9 LILRB1 MICA NCKAP1L PPP3CB PTPRC SERPINB4 SERPINB9 TGFB1 GOBP_NEGATIVE_REGULATION_OF_CELL_MATRIX_ADHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CELL_MATRIX_ADHESION ACER2 ACVRL1 ADAM15 AJAP1 APOD ARHGAP6 BCL6 CASK CDKN2A CLASP2 CORO1C DLC1 DMTN DUSP22 FAM107A HOXA7 ITGB1BP1 JAG1 MAP4K4 MIR192 MIR29C MIR92A1 MIR939 MMP12 MMP14 MYOC NEXMIF NF1 NF2 PHLDB2 PIK3R1 PLET1 POSTN PTEN RASA1 RCC2 SEMA3E SERPINE1 SRC THBS1 GOBP_NEGATIVE_REGULATION_OF_CELL_MATURATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CELL_MATURATION BCL11A EDNRB NPPC NPR2 PAEP SHB TBX6 WEE2 GOBP_NEGATIVE_REGULATION_OF_CELL_MIGRATION_INVOLVED_IN_SPROUTING_ANGIOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CELL_MIGRATION_INVOLVED_IN_SPROUTING_ANGIOGENESIS CARD10 DLL4 HDAC5 ITGB1BP1 KLF4 MAP2K5 MEOX2 MIR146A MIR149 MIR15A MIR16-1 MIR188 MIR193A MIR196A1 MIR199A1 MIR19B1 MIR200C MIR205 MIR206 MIR20A MIR22 MIR221 MIR2355 MIR26A1 MIR29C MIR320A MIR329-1 MIR361 MIR410 MIR424 MIR483 MIR494 MIR495 MIR497 MIR503 MIR885 MMRN2 NOTCH1 PDCD10 RHOA SPRED1 STARD13 TBXA2R THBS1 GOBP_NEGATIVE_REGULATION_OF_CELL_POPULATION_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CELL_POPULATION_PROLIFERATION A4GNT ABCC8 ABI1 ABI3 ACE2 ACKR3 ACP4 ACVR1C ACVRL1 ADAMTS1 ADAMTS8 ADARB1 ADCY6 ADGRB1 ADGRG1 ADIPOQ ADM ADORA1 ADORA2A ADORA3 ADRA1A AGBL4 AGTPBP1 AIF1 AIMP1 AIMP2 AKIRIN1 AKT1 ALDH1A2 ALOX15B ALOX5 AMBRA1 AMIGO3 ANG APC APLN APOD APOE APOH APP APPL2 AQP11 AR ARF6 ARG1 ARG2 ARHGAP24 ARHGAP4 ARHGAP44 ARID2 ARPIN ASCL2 ASPH ATF5 ATG101 ATG13 ATM ATOH8 ATP5F1A ATP5IF1 ATP8A2 ATRAID AVPR2 AXIN2 AZGP1 B2M B4GALT1 B4GALT7 BAG5 BAK1 BAP1 BAX BCHE BCL11A BCL11B BCL2 BCL6 BECN1 BMP2 BMP4 BMP5 BMP7 BMPR1B BMPR2 BNIPL BRCA2 BRIP1 BTG1 BTG2 BTG3 BTG4 BTK BTN2A2 C18orf54 C1QL4 CACNB4 CAPZB CARM1 CASK CASP3 CAV1 CAV2 CBFA2T2 CBFA2T3 CBLB CCL2 CCL21 CCL23 CCL3L1 CCL3L3 CCN3 CCN6 CCP110 CD109 CD200 CD274 CD300A CD33 CD38 CD80 CD86 CD9 CDC6 CDC73 CDH1 CDH13 CDH5 CDK10 CDK5 CDK6 CDKL3 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CDKN2D CDKN3 CEACAM1 CEBPA CEBPB CELF1 CEND1 CEP97 CER1 CERS2 CGREF1 CGRRF1 CHD5 CHERP CIB1 CITED2 CLDN19 CLDN3 CLEC4G CLMN CNMD CNN1 CNOT7 COL18A1 COL4A3 COPS8 CPB2 CR1 CRMP1 CRP CRTAM CSF1R CSK CSNK2B CTBP1 CTBP2 CTCF CTLA4 CTNNA1 CTNNB1 CTNNBIP1 CXCL1 CXCL8 CYP1B1 CYP27B1 DAB1 DAB2 DAB2IP DACH1 DCC DDAH1 DDR1 DDX20 DELEC1 DENND5A DGUOK DHCR24 DHRS2 DICER1 DIP2B DIS3L2 DKK1 DLC1 DLEC1 DLG1 DLG3 DLG5 DLL1 DLL4 DNAJA3 DNAJB2 DNM3 DPT DPYSL3 DPYSL5 DRAXIN DRD2 DTNBP1 DUSP1 DUSP10 DUX4 E2F1 E2F3 E2F7 EAF2 EEF1E1 EFEMP2 EFNA1 EFNB2 EFNB3 EIF2AK1 EIF2AK2 EMD ENPP3 ENPP7 EPHA4 EPHA7 EPHB1 EPHB2 EPPK1 ERBB2 ERBB4 EREG ETS1 ETV3 EVI5L EVL F2R FABP3 FABP6 FABP7 FAP FAT3 FBLN1 FBXO2 FBXO4 FBXW7 FCGR2B FERMT1 FEZF1 FEZF2 FGF10 FGF13 FGF2 FGFBP1 FGFR2 FGFRL1 FKBP4 FKTN FLCN FLNA FLT1 FNIP1 FOSL1 FOXJ1 FOXO4 FOXP3 FRZB FSTL4 FTH1 FUZ FYN FZD5 GABBR1 GAK GAL GAS8 GATA1 GATA2 GATA3 GATA6 GDF11 GDF2 GDF5 GDI1 GDI2 GFAP GFI1 GGNBP2 GHRL GJB6 GLI3 GLMN GML GNA12 GNA13 GORASP1 GPC3 GPER1 GPLD1 GPNMB GREM1 GRIN2B GSDME GSTP1 GTPBP4 H2AC4 H2AC6 H2AC8 HAVCR2 HDAC2 HDAC6 HES1 HGS HLA-DRB1 HLA-G HMGA1 HMOX1 HNF4A HPGDS HPN HRAS HRG HSPA1A HSPA1B HSPG2 IDO1 IFI30 IFI35 IFIT3 IFITM1 IFNG IFNK IFNL1 IFNLR1 IFRD1 IFT172 IFT52 IFT57 IFT74 IFT80 IGFBP3 IGFBP5 IGFBP6 IGFBP7 IHH IL10 IL12A IL12B IL15RA IL1A IL1B IL2 IL20RB IL24 IL26 IL2RA IL33 IL4I1 IL6 ILK INCA1 ING1 ING4 ING5 INHBA INPP5D INPP5F INPP5J INPPL1 INSL3 INSM1 INTU IRF1 IRF6 ITCH ITGA1 ITGA3 ITGB1BP1 ITM2C JAK2 JARID2 KANK1 KANK2 KAT2B KCNK2 KDF1 KDM2B KIAA0319 KIF24 KIFAP3 KISS1 KLF10 KLF11 KLF13 KLF4 KLF9 KMT2A KREMEN1 KRIT1 KRT4 LBX1 LDOC1 LGALS9 LGALS9B LGALS9C LIF LILRB1 LILRB2 LILRB4 LIMK2 LIMS2 LMNA LPAR1 LRIG2 LRP4 LRRC32 LRRK2 LST1 LTA LYN LZTS2 MAD1L1 MAG MAGED1 MAGI2 MAK MAP2 MAP2K1 MAP4 MAPK11 MARCHF7 MARVELD3 MCC MCF2 MDM2 MDM4 MED1 MED25 MED31 MEF2C MEN1 MFN2 MGARP MINAR1 MIR1-1 MIR10A MIR125A MIR125B1 MIR126 MIR129-1 MIR1298 MIR132 MIR133A1 MIR133B MIR134 MIR137 MIR138-1 MIR140 MIR143 MIR145 MIR146A MIR149 MIR152 MIR15A MIR15B MIR16-1 MIR17HG MIR181A2 MIR181C MIR182 MIR185 MIR188 MIR193A MIR195 MIR196A1 MIR199A1 MIR199B MIR200B MIR204 MIR205 MIR20A MIR20B MIR21 MIR210 MIR214 MIR218-1 MIR219A1 MIR22 MIR221 MIR222 MIR223 MIR2355 MIR23A MIR24-1 MIR26A1 MIR29A MIR29B1 MIR29C MIR30B MIR30C2 MIR30E MIR320A MIR329-1 MIR335 MIR339 MIR342 MIR34A MIR34B MIR34C MIR361 MIR362 MIR378A MIR410 MIR424 MIR449A MIR4632 MIR483 MIR486-1 MIR487B MIR492 MIR494 MIR495 MIR497 MIR499A MIR503 MIR518B MIR638 MIR665 MIR675 MIR711 MIR873 MIR892B MIR9-1 MIR92A1 MIR93 MIR96 MIR98 MMRN2 MN1 MNDA MORC3 MPHOSPH9 MSTN MSX1 MSX2 MT3 MTBP MTSS1 MYC MYLIP MYO16 MYOCD MYOD1 MYOG NACC2 NCK2 NDFIP1 NDRG1 NDRG2 NDRG4 NELL1 NEO1 NEU4 NEURL1 NF1 NF2 NFATC4 NFIB NGEF NGF NGFR NHERF1 NIBAN2 NKX2-8 NKX3-1 NLGN1 NLRC3 NME1 NMI NODAL NOG NOS3 NOTCH1 NOX4 NPM1 NPPC NPR1 NR2E1 NR2E3 NR2F1 NR2F2 NRP1 NTN1 NTRK1 NUDT6 NUP62 NUPR1 NUPR2 ODF2L OGN OPRM1 OSM OVOL1 OVOL2 P3H1 P3H2 P3H3 PAFAH1B1 PAK1 PAQR3 PARP10 PAWR PAX6 PBRM1 PDCD10 PDCD1LG2 PDCD4 PDCD5 PDE5A PDE9A PDPN PDS5B PDX1 PELI1 PER2 PEX2 PFN2 PHB1 PHB2 PHF14 PHOX2B PIM2 PINX1 PKD2 PKN1 PLA2G2A PLA2G2D PLA2G2E PLA2G2F PLA2G5 PLAAT4 PLG PLPP1 PLXNA3 PLXNB1 PLXNB3 PML PMP22 PODN POU1F1 PPARD PPARG PPARGC1A PPM1D PPP2R5C PPP3CA PRAG1 PRDX4 PRKAR1A PRKCD PRKG1 PRKRA PRL PRNP PROX1 PSEN1 PTCH1 PTEN PTGDR2 PTGDS PTGES PTGIR PTGS2 PTH1R PTHLH PTK2B PTN PTPN14 PTPN2 PTPN6 PTPN9 PTPRG PTPRJ PTPRK PTPRM PTPRO PTPRS PTPRU RAB29 RAB3IP RAF1 RAP1GAP RAPGEF2 RARA RARB RARG RARRES1 RASSF5 RB1 RB1CC1 RBBP4 RBM10 RBM5 RBP4 RBPJ RC3H1 RERG REST RFPL1 RGCC RGMA RGN RIPPLY3 RIT2 RNF10 RNF139 RNF41 RNF6 ROBO1 RPS6KA2 RTN4 RTN4R RTN4RL1 RTN4RL2 RUFY3 RUNX3 RXFP2 RYK S100A11 SAV1 SCG2 SCGB1A1 SCIN SCRIB SDC4 SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SERPINE2 SERPINF1 SF1 SFN SFRP1 SFRP2 SFRP4 SFRP5 SFTPD SH2B3 SH3BP4 SHH SHOC2 SIRPG SIRT2 SIRT6 SIX5 SKAP2 SKI SLC16A2 SLC4A2 SLC6A4 SLIT1 SLIT2 SLIT3 SLURP1 SMAD1 SMAD2 SMAD3 SMAD4 SMAD6 SMAD7 SMARCA2 SMARCB1 SMYD2 SNAI2 SNAPIN SOD2 SOX10 SOX11 SOX2 SOX4 SOX7 SOX9 SPARC SPART SPEG SPINT1 SPINT2 SPN SPOCK1 SPP1 SPRY1 SPRY2 SPRY3 SRF SRGAP2C SRPX SST SSTR1 SSTR2 SSTR3 SSTR4 SSTR5 ST18 STAP1 STAT1 STAT3 STK11 STK3 STK4 STMN2 STRN STX1B SULF1 SULT2B1 SYNGAP1 SYNJ2BP TACSTD2 TAFA5 TAX1BP3 TBC1D30 TBC1D7 TBRG1 TBX3 TBX5 TBX6 TCHP TENM1 TENT5B TES TESC TESK1 TFAP2A TFAP2B TFAP4 TFDP1 TFF1 TGFB1 TGFB1I1 TGFB2 TGFB3 TGFBR1 TGFBR3 THAP12 THBS1 THY1 TIAL1 TINF2 TLR2 TLX2 TMEM115 TMEM127 TMEM131L TMIGD1 TMIGD3 TNF TNFAIP3 TNFRSF13B TNFRSF14 TNFRSF21 TNFRSF8 TNFRSF9 TNMD TNN TNR TNS2 TOB1 TOB2 TP53 TP53I11 TP53INP1 TP73 TPBG TPM1 TREM2 TRIB1 TRIM24 TRIM32 TRIM46 TRPC5 TRPV4 TSC1 TSC2 TSC22D1 TSG101 TSKU TSPAN32 TSPO TWSG1 TYROBP ULK1 ULK2 UMOD UTP20 VASH1 VAX1 VDR VGLL4 VHL VIM VIP VIPR2 VSIG4 VSIR VTCN1 WARS1 WDR13 WDR44 WDR6 WDR77 WNK2 WNT10B WNT11 WNT3 WNT3A WNT5A WNT9A WT1 XCL1 XDH YAP1 YWHAH ZBTB16 ZBTB17 ZBTB49 ZBTB7B ZBTB7C ZEB1 ZNF268 ZNF296 ZNF365 ZNF503 ZNF777 GOBP_NEGATIVE_REGULATION_OF_CELL_PROJECTION_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CELL_PROJECTION_ORGANIZATION ABI3 ACP4 ADCY6 AKT1 AMIGO3 APOE ARF6 ARHGAP24 ARHGAP4 ARHGAP44 ARPIN B2M BAG5 BCL11A CAPZB CARM1 CBFA2T2 CCL21 CCP110 CD38 CDH1 CDK10 CDK5 CDKL3 CEP97 CERS2 CIB1 CRMP1 DAB1 DAB2 DCC DENND5A DGUOK DIP2B DKK1 DNM3 DPYSL3 DPYSL5 DRAXIN DTNBP1 EFNA1 EFNB2 EFNB3 EPHA4 EPHA7 EPHB2 EVI5L EVL FAT3 FGF13 FKBP4 FLNA FSTL4 FYN GAK GDI1 GDI2 GFAP GFI1 GORASP1 GRIN2B HDAC2 HDAC6 HES1 HRG IFRD1 IL15RA INPP5F INPP5J ITGA3 ITM2C KANK1 KIAA0319 KIF24 KREMEN1 LIMK2 LPAR1 LRIG2 LRP4 LRRK2 MAG MAK MAP2 MAP4 MCF2 MDM2 MGARP MINAR1 MIR196A1 MIR210 MIR214 MIR219A1 MIR30B MPHOSPH9 MT3 MYLIP NEO1 NEU4 NFATC4 NGEF NLGN1 NR2F1 NRP1 NTN1 ODF2L PAFAH1B1 PAQR3 PFN2 PLXNA3 PLXNB3 PMP22 PPP3CA PRAG1 PRKCD PRNP PSEN1 PTEN PTPN9 PTPRG PTPRO PTPRS RAB29 RAB3IP RAP1GAP RAPGEF2 RGMA RIT2 RNF6 RTN4 RTN4R RTN4RL1 RTN4RL2 RUFY3 RYK SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SLIT1 SLIT2 SNAPIN SPART SPOCK1 SPP1 SPRY2 SPRY3 SRGAP2C STAP1 STMN2 STX1B SYNGAP1 TACSTD2 TBC1D30 TBC1D7 TBX6 TCHP TESK1 THY1 TLX2 TNR TRIM46 TRPC5 TRPV4 TSKU ULK1 ULK2 VIM WDR44 WNT3 WNT3A WNT5A YAP1 YWHAH ZNF296 ZNF365 GOBP_NEGATIVE_REGULATION_OF_CELL_PROLIFERATION_INVOLVED_IN_KIDNEY_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CELL_PROLIFERATION_INVOLVED_IN_KIDNEY_DEVELOPMENT BMP4 BMP7 FLCN GATA3 MIR125A WT1 GOBP_NEGATIVE_REGULATION_OF_CELL_SIZE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CELL_SIZE AKT1S1 CAV3 DEPTOR MTOR PTEN RDX RHOA TSC1 UCN GOBP_NEGATIVE_REGULATION_OF_CELL_SUBSTRATE_ADHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CELL_SUBSTRATE_ADHESION ACER2 ACTN4 ACVRL1 ADAM15 AJAP1 ANGPT2 AP1AR APOD ARHGAP6 BCL6 CASK CDKN2A CLASP2 COL1A1 CORO1C CORO2B CX3CL1 DLC1 DMTN DUSP22 EFNA5 FAM107A FBLN1 FZD4 FZD7 GBP1 GCNT2 HOXA7 ITGB1BP1 JAG1 KANK1 MAP4K4 MELTF MIR183 MIR192 MIR29C MIR503 MIR92A1 MIR939 MMP12 MMP14 MYOC NEXMIF NF1 NF2 NOTCH1 PHLDB2 PIK3R1 PLET1 PLG POSTN PTEN PTPRO RASA1 RCC2 RHOA SEMA3E SERPINE1 SPOCK1 SPRY4 SRC TACSTD2 TBCD THBS1 WNT1 GOBP_NEGATIVE_REGULATION_OF_CELL_SUBSTRATE_JUNCTION_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CELL_SUBSTRATE_JUNCTION_ORGANIZATION ACVRL1 APOD ARHGAP6 CLASP2 CORO1C DLC1 DMTN DUSP22 FAM107A ITGB1BP1 MMP14 PHLDB2 PTEN RCC2 SRC THBS1 GOBP_NEGATIVE_REGULATION_OF_CELL_VOLUME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CELL_VOLUME ANO6 CLCN3 KCNMA1 P2RX7 SHANK3 GOBP_NEGATIVE_REGULATION_OF_CENTRIOLE_REPLICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CENTRIOLE_REPLICATION BRCA1 CDK5RAP2 KAT2A KAT2B MDM1 RBM14 TRIM37 GOBP_NEGATIVE_REGULATION_OF_CENTROSOME_DUPLICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CENTROSOME_DUPLICATION BRCA1 CCNF CDK5RAP2 CENATAC KAT2A KAT2B MDM1 NPM1 NUBP1 RBM14 TMEM67 TRIM37 GOBP_NEGATIVE_REGULATION_OF_CERAMIDE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CERAMIDE_BIOSYNTHETIC_PROCESS ORMDL1 ORMDL2 ORMDL3 PRKAA1 SPHK1 GOBP_NEGATIVE_REGULATION_OF_CGMP_MEDIATED_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CGMP_MEDIATED_SIGNALING MTNR1B NHERF4 PDE10A PDE11A PDE2A THBS1 GOBP_NEGATIVE_REGULATION_OF_CHEMOKINE_C_C_MOTIF_LIGAND_5_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CHEMOKINE_C_C_MOTIF_LIGAND_5_PRODUCTION ARG2 IL10 MUL1 OAS3 SIRPA GOBP_NEGATIVE_REGULATION_OF_CHEMOKINE_C_X_C_MOTIF_LIGAND_2_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CHEMOKINE_C_X_C_MOTIF_LIGAND_2_PRODUCTION KLF4 MAP2K5 MIR146A MIR766 OAS1 OAS3 GOBP_NEGATIVE_REGULATION_OF_CHEMOKINE_MEDIATED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CHEMOKINE_MEDIATED_SIGNALING_PATHWAY CCL5 PADI2 RNF113A ROBO1 SH2B3 SLIT2 SLIT3 GOBP_NEGATIVE_REGULATION_OF_CHEMOKINE_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CHEMOKINE_PRODUCTION APOD ARG2 C1QTNF3 ELANE EPHA2 ERBIN F2RL1 GSTP1 IL10 IL6 KLF4 LGALS9 LILRB4 MAP2K5 MEFV MIR106A MIR140 MIR146A MIR17 MIR214 MIR26B MIR34A MIR590 MIR766 MUL1 NR1H4 OAS1 OAS3 SIGIRR SIRPA SOCS5 GOBP_NEGATIVE_REGULATION_OF_CHEMOTAXIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CHEMOTAXIS AIF1 ANGPT2 C5 C5AR2 CCL2 CCN3 CORO1B CXCL13 CYP19A1 DDT DPP4 DUSP1 DUSP3 ELANE GPR18 GREM1 HDAC6 HRG KLRC4-KLRK1 KLRK1 MICOS10-NBL1 MIF MIR149 MIR15A MIR16-1 MIR223 MIR34A MIR424 MMP28 NBL1 NOTCH1 NRP1 PADI2 PLXNA3 PTPN2 PTPRO RIN3 ROBO1 ROBO2 RYK SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SLAMF8 SLIT1 SLIT2 ST6GAL1 STAP1 THBS1 TNFAIP6 WNT3 WNT3A WNT5A GOBP_NEGATIVE_REGULATION_OF_CHOLESTEROL_EFFLUX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CHOLESTEROL_EFFLUX ABCA2 EGF MIR128-1 MIR130B MIR144 MIR145 MIR148A MIR19B1 MIR206 MIR26A1 MIR27A MIR27B MIR301B MIR302A MIR33A MIR33B MIR613 MIR758 MIR9-1 PLA2G10 SHH SREBF2 GOBP_NEGATIVE_REGULATION_OF_CHOLESTEROL_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CHOLESTEROL_METABOLIC_PROCESS APOE CH25H ERLIN1 ERLIN2 MIR185 MIR30C1 MIR342 MIR548P MIR98 SCAP SOD1 GOBP_NEGATIVE_REGULATION_OF_CHOLESTEROL_STORAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CHOLESTEROL_STORAGE ABCA1 ABCG1 CES1 MIR146A NR1H2 NR1H3 PPARA PPARD PPARG TREM2 TTC39B GOBP_NEGATIVE_REGULATION_OF_CHONDROCYTE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CHONDROCYTE_DIFFERENTIATION ADAMTS12 ADAMTS7 BMP4 CCN4 CHADL CTNNB1 EFEMP1 GDF5 GLI3 GREM1 IHH LTBP3 NKX3-2 PTH PTHLH PTPN11 RARB RARG RFLNA RFLNB SNAI2 SOX9 TGFBR1 WNT9A GOBP_NEGATIVE_REGULATION_OF_CHONDROCYTE_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CHONDROCYTE_PROLIFERATION BMPR1B BMPR2 CCN3 MIR21 SMAD7 GOBP_NEGATIVE_REGULATION_OF_CHROMATIN_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CHROMATIN_ORGANIZATION AICDA APOBEC1 DYRK1A PHF2 PHF8 TET1 GOBP_NEGATIVE_REGULATION_OF_CHROMOSOME_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CHROMOSOME_ORGANIZATION ACD ANAPC15 APC ATM ATRX AURKB BAZ1B BIRC5 BUB1 BUB1B BUB3 CCNB1 CDC20 CDCA8 CDK5RAP2 CENPF CTC1 DCP2 DUSP1 DYNC1LI1 ERCC1 ERCC4 ESPL1 EXOSC10 FBXO5 GEN1 GNL3L H3-3A H3-3B HASPIN HNRNPA1 HNRNPC HNRNPU IK INCENP KLHL22 KNL1 KNTC1 LCMT1 MAD1L1 MAD2L1 MAD2L1BP MAD2L2 MNAT1 NAA10 NAT10 NBN NDC80 NUF2 PARP1 PCID2 PIF1 PINX1 PLK1 POT1 PRAP1 PSMG2 RAD21 RAD50 RTEL1 SETMAR SLX1A SLX1B SLX4 SMARCA5 SMG6 SPC24 SPC25 SPDL1 SRC STN1 SUB1 TEN1 TENT4B TERF1 TERF2 TERF2IP TEX14 TINF2 TNKS TNKS2 TOP2A TPR TRIP13 TTK USP44 WAPL XRCC1 XRCC3 XRN1 ZNF207 ZW10 ZWILCH ZWINT GOBP_NEGATIVE_REGULATION_OF_CHROMOSOME_SEGREGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CHROMOSOME_SEGREGATION ANAPC15 APC ATM AURKB BIRC5 BUB1 BUB1B BUB3 CCNB1 CDC20 CDCA8 CDK5RAP2 CENPF CHFR DUSP1 DYNC1LI1 FBXO5 GEN1 HASPIN IK INCENP KLHL22 KNL1 KNTC1 LCMT1 MAD1L1 MAD2L1 MAD2L1BP MAD2L2 MOS NDC80 NUF2 PCID2 PLK1 PRAP1 PSMG2 RAD21 SPC24 SPC25 SPDL1 TEX14 TPR TRIP13 TTK USP44 XRCC3 ZNF207 ZW10 ZWILCH ZWINT GOBP_NEGATIVE_REGULATION_OF_CHRONIC_INFLAMMATORY_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CHRONIC_INFLAMMATORY_RESPONSE CYP19A1 FOXP3 IL10 IL4 TNFAIP3 GOBP_NEGATIVE_REGULATION_OF_CILIUM_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CILIUM_ASSEMBLY AKT1 CCP110 CDK10 CEP97 EVI5L GDI2 KIF24 LIMK2 LPAR1 MAK MAP4 MPHOSPH9 ODF2L TBC1D30 TBC1D7 TCHP TESK1 WDR44 YAP1 GOBP_NEGATIVE_REGULATION_OF_CIRCADIAN_RHYTHM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CIRCADIAN_RHYTHM ADORA1 CIPC CRH CRY1 CRY2 DRD2 GHRL PASD1 PER2 PIWIL2 SFPQ SIN3A GOBP_NEGATIVE_REGULATION_OF_COAGULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_COAGULATION ADAMTS18 ADTRP ALOX12 ANXA2 ANXA5 APOE APOH C1QTNF1 CD9 CEACAM1 CPB2 EDN1 F11 F12 F2 FAP FGA FGB FGG GP1BA HRG HS3ST5 KLKB1 KNG1 KRT1 MIR19B1 NOS3 PDGFA PDGFB PDGFRA PLAT PLAU PLAUR PLG PRKCD PRKG1 PROC PROCR PROS1 SERPINB2 SERPINE1 SERPINE2 SERPINF2 SERPING1 SH2B3 TFPI THBD THBS1 TSPAN8 UBASH3B USF1 VTN GOBP_NEGATIVE_REGULATION_OF_COLD_INDUCED_THERMOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_COLD_INDUCED_THERMOGENESIS ABHD6 ACOT11 ACOT13 ACTN3 ACVR2B ADAM17 ADAMTS5 ADIPOQ ALDH1A1 ARRDC3 ATF4 BMAL1 CIDEA DDIT3 DOCK7 FLCN FOXC2 HOXC10 ID1 IL15 IL18R1 IP6K1 LAMA4 LGR4 LNPEP MAP2K6 NOTCH1 NOVA1 NOVA2 NPR3 NR1D1 NR1H2 NR1H3 NRDC PCTP PGAM5 PLCL1 PLCL2 RB1 RBPJ RHEB STK11 TFE3 TLE3 TLR4 WNT10B ZNF423 GOBP_NEGATIVE_REGULATION_OF_COLLAGEN_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_COLLAGEN_METABOLIC_PROCESS CIITA CST3 CYGB CYP7A1 EMILIN1 IL6 MIR218-1 MIR29A MIR29B1 MIR92A1 NOTCH1 NPPC GOBP_NEGATIVE_REGULATION_OF_COLLATERAL_SPROUTING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_COLLATERAL_SPROUTING DCC EPHA7 FGF13 FSTL4 IFRD1 PTPRS RGMA SPART SPP1 ULK1 ULK2 GOBP_NEGATIVE_REGULATION_OF_COMPLEMENT_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_COMPLEMENT_ACTIVATION A2M C4BPA C4BPB CD46 CD55 CD59 CR1 CR1L CR2 SERPING1 SUSD4 SVEP1 VSIG4 GOBP_NEGATIVE_REGULATION_OF_CREB_TRANSCRIPTION_FACTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CREB_TRANSCRIPTION_FACTOR_ACTIVITY ADGRG3 DDIT3 EIF2AK4 FOXP3 SIK1 GOBP_NEGATIVE_REGULATION_OF_CYCLASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CYCLASE_ACTIVITY ADGRV1 AKAP5 CCR2 DRD2 DRD3 EDNRB GABBR2 GALR1 GNAI2 GNAI3 GRM2 GRM3 LTB4R2 PALM RD3 GOBP_NEGATIVE_REGULATION_OF_CYCLIN_DEPENDENT_PROTEIN_SERINE_THREONINE_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CYCLIN_DEPENDENT_PROTEIN_SERINE_THREONINE_KINASE_ACTIVITY APC CDK5RAP1 CDKN1A CDKN1B CDKN1C CDKN2A CEBPA HEXIM1 HEXIM2 HHEX INCA1 IPO5 IPO7 LATS1 LATS2 MEN1 MIR103A1 MIR15A MIR711 MYOCD NR2F2 PLK1 PTEN TFAP4 GOBP_NEGATIVE_REGULATION_OF_CYSTEINE_TYPE_ENDOPEPTIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CYSTEINE_TYPE_ENDOPEPTIDASE_ACTIVITY AKT1 AQP1 ARL6IP1 AVP BCL2L12 CAAP1 CARD16 CARD18 CARD8 CAST CD44 CDKN2D CSN2 CSNK2A1 CST1 CST2 CST3 CST4 CST5 CST7 DDX3X DHCR24 DNAJB6 DPEP1 FABP1 FNIP1 GAS6 GPX1 HGF IFI16 IFI6 IGBP1 KLF4 LAMP3 LAMTOR5 LTF MAGEA3 MAP2K5 MIR17 MIRLET7B MMP9 NAIP NOL3 PAK2 PARK7 PAX2 PCID2 PIH1D1 PLAUR RAF1 RFFL RNF34 RPS6KA1 RPS6KA3 SFN SH3RF1 SIAH2 SNCA SRC THBS1 TNF TRIAP1 USP47 VEGFA XIAP GOBP_NEGATIVE_REGULATION_OF_CYSTEINE_TYPE_ENDOPEPTIDASE_ACTIVITY_INVOLVED_IN_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CYSTEINE_TYPE_ENDOPEPTIDASE_ACTIVITY_INVOLVED_IN_APOPTOTIC_PROCESS AKT1 AQP1 ARL6IP1 AVP BCL2L12 CAAP1 CARD16 CD44 CDKN2D CSNK2A1 DDX3X DHCR24 DNAJB6 DPEP1 FABP1 FNIP1 GAS6 GPX1 HGF IFI6 IGBP1 KLF4 LAMP3 LAMTOR5 MAGEA3 MAP2K5 MIR17 MIRLET7B MMP9 NAIP NOL3 PAK2 PARK7 PAX2 PIH1D1 PLAUR RAF1 RFFL RNF34 RPS6KA1 RPS6KA3 SFN SH3RF1 SIAH2 SNCA SRC THBS1 TNF TRIAP1 USP47 VEGFA XIAP GOBP_NEGATIVE_REGULATION_OF_CYSTEINE_TYPE_ENDOPEPTIDASE_ACTIVITY_INVOLVED_IN_APOPTOTIC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CYSTEINE_TYPE_ENDOPEPTIDASE_ACTIVITY_INVOLVED_IN_APOPTOTIC_SIGNALING_PATHWAY CAAP1 MMP9 PARK7 PIH1D1 PLAUR GOBP_NEGATIVE_REGULATION_OF_CYTOKINESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CYTOKINESIS AURKB CHMP4C E2F7 E2F8 TEX14 VPS4A ZFYVE19 GOBP_NEGATIVE_REGULATION_OF_CYTOKINE_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CYTOKINE_PRODUCTION ABCD1 ABCD2 ACOD1 ACP5 ADCY7 ADIPOQ AGER AKAP8 ANGPT1 ANXA1 ANXA4 APOA1 APOA2 APOD APPL2 ARG1 ARG2 ARRB1 ARRB2 ASB1 ATG12 ATG5 ATP2B1 AXL BANF1 BANK1 BCL3 BCL6 BPI BST2 BTK BTN2A2 C1QBP C1QTNF3 C5AR2 CACTIN CARD16 CARD17P CARD18 CARD8 CASP3 CCR7 CD200 CD200R1 CD24 CD274 CD2AP CD33 CD34 CD83 CD84 CD96 CDH3 CEACAM1 CHID1 CHRNA7 CIDEA CLEC4A CMKLR1 CPTP CR1 CRYBA1 CSK CUEDC2 CUL3 CX3CL1 CX3CR1 CYLD DDIT3 DDX56 DEFB114 DHX58 DICER1 DLL1 ELANE ELF4 EPHA2 EPHB2 EPX ERBIN EXTL3 EZH2 EZR F2 F2RL1 FCGR2B FFAR1 FFAR4 FN1 FOXJ1 FOXP3 FURIN FXR1 GAS6 GATA3 GATA6 GBA1 GBP1 GBP7 GHRL GHSR GIT1 GPATCH3 GPNMB GPR18 GSTP1 HAVCR2 HDAC7 HDAC9 HFE HGF HLA-DRB1 HLA-F HMGB1 HOMER2 HOMER3 HSP90AB1 IDO1 IFNA2 IFNB1 IFNG IFNL1 IGF1 IL10 IL12A IL12B IL13 IL1R2 IL1RL1 IL20RB IL23A IL23R IL27RA IL33 IL36RN IL37 IL4 IL6 ILRUN INHA INHBA INHBB INPP5D IRAK3 IRGM ITCH JAK3 KAT5 KLF2 KLF4 KLHL22 LAG3 LAPTM4B LAPTM5 LBP LEF1 LGALS9 LGALS9B LGALS9C LGR4 LILRA4 LILRA5 LILRB1 LILRB4 LRRC32 LTF MACIR MAP2K5 MAPKBP1 MC1R MEFV MERTK MIR100 MIR101-1 MIR105-1 MIR106A MIR106B MIR107 MIR125A MIR125B1 MIR128-1 MIR129-1 MIR130A MIR132 MIR134 MIR135A1 MIR136 MIR140 MIR142 MIR145 MIR146A MIR146B MIR147A MIR149 MIR152 MIR155 MIR15A MIR15B MIR16-1 MIR17 MIR181A2 MIR181C MIR181D MIR185 MIR192 MIR194-1 MIR195 MIR197 MIR199A1 MIR19A MIR19B1 MIR200B MIR200C MIR203A MIR204 MIR205 MIR206 MIR20A MIR20B MIR21 MIR210 MIR214 MIR215 MIR217 MIR221 MIR222 MIR24-1 MIR26A1 MIR26B MIR27B MIR28 MIR29B1 MIR302A MIR302C MIR302D MIR31 MIR320A MIR338 MIR34A MIR361 MIR365A MIR372 MIR373 MIR378A MIR383 MIR411 MIR488 MIR504 MIR506 MIR520B MIR520C MIR520G MIR520H MIR590 MIR657 MIR6869 MIR708 MIR766 MIR877 MIR920 MIR93 MIR935 MIR98 MIRLET7C MIRLET7F1 MORC3 MUL1 N4BP1 NAV3 NCKAP1L NDFIP1 NDRG2 NFKB1 NFKBIL1 NLRC3 NLRP12 NLRP2B NLRP3 NLRP6 NLRP7 NLRX1 NMB NMBR NMI NOD2 NPLOC4 NPTN NR1H4 OAS1 OAS3 ORM1 OTUD5 OTUD7B PDCD1LG2 PDCD4 PGLYRP1 PGLYRP2 PGLYRP3 PIBF1 PLA2G10 PML POMC PPARA PPM1B PPP1R11 PRG2 PRNP PSG9 PTGER4 PTPN11 PTPN22 PTPN6 PTPRC PTPRS PYCARD PYDC1 PYDC2 RABGEF1 RAC1 RAD21 RARA RBX1 REL RELB RGCC RNF125 RNF128 RNF216 RPS6KA4 RPS6KA5 SARS1 SCGB1A1 SELENOS SERPINB1 SFTPD SIGIRR SIGLEC1 SIRPA SLAMF1 SLC11A1 SLC2A10 SMAD7 SOCS5 SPINK7 SRGN SSC5D SYT11 TBX21 TGFB1 TGFB2 TGFB3 THBS1 TIA1 TIGIT TLR4 TLR6 TLR8 TMSB4X TNF TNFAIP3 TNFRSF21 TNFSF4 TRAF3IP1 TRAIP TREM2 TRIB2 TRIM27 TSKU TSPO TUSC2 TWIST1 TWSG1 TYROBP UFD1 VSIG4 VSIR WNT11 XAF1 XCL1 YY1 ZC3H12A ZFP36 ZFPM1 GOBP_NEGATIVE_REGULATION_OF_CYTOKINE_PRODUCTION_INVOLVED_IN_IMMUNE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CYTOKINE_PRODUCTION_INVOLVED_IN_IMMUNE_RESPONSE ACP5 ANGPT1 APOA1 APOA2 ARG1 AXL BCL6 BST2 CD96 CUEDC2 EPX FOXP3 HFE HLA-F IFNA2 IFNB1 IL10 IRAK3 JAK3 LILRB1 LILRB4 MIR302A NLRX1 NOD2 PRG2 RABGEF1 SLAMF1 SMAD7 TBX21 TGFB1 TGFB2 TGFB3 TNF TWIST1 XCL1 GOBP_NEGATIVE_REGULATION_OF_CYTOKINE_PRODUCTION_INVOLVED_IN_INFLAMMATORY_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CYTOKINE_PRODUCTION_INVOLVED_IN_INFLAMMATORY_RESPONSE ABCD1 ABCD2 ADCY7 APOD APPL2 CHID1 CUEDC2 EPHB2 EXTL3 EZH2 F2 IL1R2 LILRB4 MACIR MEFV MIR125A MIR129-1 MIR135A1 MIR136 MIR140 MIR146A MIR16-1 MIR203A MIR221 MIR222 MIR26A1 MIR338 MIR378A MIR93 MIR98 NLRC3 NLRP7 PDCD4 PLA2G10 PPARA PSG9 PYCARD SIRPA SPINK7 TREM2 ZC3H12A GOBP_NEGATIVE_REGULATION_OF_CYTOPLASMIC_TRANSLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CYTOPLASMIC_TRANSLATION CPEB1 CPEB2 CPEB3 CPEB4 FMR1 NMNAT2 PARP16 RBM24 UNK GOBP_NEGATIVE_REGULATION_OF_CYTOSKELETON_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CYTOSKELETON_ORGANIZATION ADD1 ADD2 ADD3 APC APC2 ARAP1 ARFGEF1 ARHGAP28 ARHGAP6 ARHGEF18 ARHGEF2 ARHGEF7 ARPIN ATXN7 AVIL BBS4 BMERB1 BRCA1 CAMSAP2 CAPG CAPZA1 CAPZA2 CAPZA3 CAPZB CARMIL1 CARMIL2 CAV3 CCNF CDH5 CDK5RAP2 CENATAC CGNL1 CIB1 CKAP2 CLASP1 CLASP2 CLIP3 CORO1A CORO1B CORO2B CRACD CTNNA2 CYRIB DLC1 DMTN DNAI3 DYRK1A EML2 EPS8 F11R FGF13 FHOD3 FKBP4 FLII FRMD7 GMFB GMFG GSN HDAC6 HDGFL3 HIP1R INPP5K IQCJ-SCHIP1 KANK1 KANK2 KANK3 KANK4 KAT2A KAT2B KATNB1 LIMA1 LMOD1 LMOD2 LMOD3 MAP1B MAP2 MAP6D1 MAPRE1 MDM1 MET MID1 MID1IP1 MIR138-1 MIR149 MIR20A MIR21 MIR214 MKKS MTPN MYADM MYOC NAV3 NPM1 NUBP1 PAK2 PFN1 PFN2 PFN4 PHLDB2 PICK1 PIK3CA PIK3R1 PLEKHH2 PPFIA1 PRKCD PRKN RBM14 RDX RHPN1 RHPN2 RHPN2P1 S1PR1 SCIN SHANK1 SHANK3 SLIT2 SMAD4 SNCA SPEF1 SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 SSH1 SSH2 SSH3 STMN1 STMN2 SVIL SWAP70 TACSTD2 TAOK1 TBCD TJP1 TMEFF2 TMEM67 TMOD1 TMOD2 TMOD3 TMOD4 TMSB10 TMSB15A TMSB15B TMSB15C TMSB4X TMSB4Y TPX2 TRIM37 TRIM54 TRIOBP TTBK2 TUBB4A TWF1 TWF2 VIL1 VILL WAS WASF2 WASHC2C WDR47 GOBP_NEGATIVE_REGULATION_OF_CYTOSOLIC_CALCIUM_ION_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_CYTOSOLIC_CALCIUM_ION_CONCENTRATION ATP1A2 ATP2B1 BCL2 DRD2 DRD3 EPO KCNA5 KCNK3 MTNR1B NOS1 SLC8A1 SMAD3 TMBIM6 GOBP_NEGATIVE_REGULATION_OF_DEFENSE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_DEFENSE_RESPONSE A2M ACOD1 ACP5 ADA ADAR ADIPOQ ADORA1 ADORA2A AHR AKT1 ALOX5 AOAH APCS APOA1 APOE ARG1 ARG2 ARNT ARRB2 ASH1L ATG12 ATG5 AURKB BANF1 BCR C1QBP C1QTNF12 C1QTNF3 CACTIN CARD8 CCN3 CD200 CD200R1 CD96 CDH5 CEACAM1 CEP63 CGAS CHRNA7 CLEC12B CNOT7 CPTP CR1 CRK CSNK1A1 CST7 CX3CL1 CXCL17 CYLD CYP19A1 DCST1 DHX58 DRD2 DTX4 DUSP10 EIF4E2 ELANE ELF4 ENPP3 ERBIN EXTL3 F2RL1 FAM3A FBXL2 FCGR2B FEM1A FFAR4 FGL2 FGR FNDC4 FOXF1 FOXP3 FPR2 FURIN FXR1 FYN GATA3 GBA1 GFER GHRL GHSR GIGYF2 GIT1 GPATCH3 GPER1 GPR17 GPR31 GPS2 GPX1 GRAMD4 GRN GSTP1 HAMP HAVCR2 HCK HGF HLA-A HLA-B HLA-DRB1 HLA-E HLA-F HLA-G HSPA8 IER3 IFI16 IGF1 IL10 IL10RA IL12B IL13 IL17A IL2 IL20RB IL22 IL22RA1 IL22RA2 IL2RA IL33 IL4 ILRUN INS IRAK3 IRGM ISG15 ISL1 ITCH KIR2DL4 KLF4 KLRC1 KLRD1 KRT1 LDLR LGALS9 LILRA4 LILRB1 LPCAT3 LRFN5 LYAR LYN MACIR MAPK14 MAPK7 MAPKBP1 MDK MEFV METRNL METTL3 MFHAS1 MICA MICB MIR105-1 MIR126 MIR138-1 MIR141 MIR142 MIR145 MIR146A MIR149 MIR15A MIR15B MIR16-1 MIR181A2 MIR181B1 MIR181C MIR187 MIR195 MIR199A1 MIR19A MIR19B1 MIR204 MIR205 MIR20A MIR21 MIR221 MIR222 MIR223 MIR26A1 MIR26B MIR302E MIR30C2 MIR31 MIR3909 MIR4286 MIR488 MIR590 MIR6869 MIR766 MIR920 MIR92A1 MIRLET7G MKRN2 MMP12 MMP26 MUL1 MVK NDFIP1 NFKB1 NLRC3 NLRC5 NLRP12 NLRP2B NLRP3 NLRP4 NLRP6 NLRX1 NMI NOD2 NPLOC4 NPY5R NR1D1 NR1D2 NR1H2 NR1H3 NR1H4 NT5C2 NT5E OAS1 OAS3 OTOP1 OTULIN PARP1 PARP14 PBK PCBP2 PGLYRP1 PLA2G10 PLCG1 PLK2 PPARA PPARD PPARG PPM1B PPP6C PRKCD PRKDC PROC PSMA1 PSMB4 PTGER4 PTGIS PTPN2 PTPN22 PTPN6 PTPRC PTPRS PYDC1 PYDC2 PYDC5 RAB7B RABGEF1 RB1 REG3A RHBDF2 RIOK3 RNF125 RNF26 RORA RPS19 SAA1 SAMHD1 SEC14L1 SELENOS SERPINB4 SERPINB9 SERPING1 SHARPIN SIGLEC10 SIRPA SIRT2 SLAMF8 SLC39A8 SMAD3 SMPDL3B SOCS3 SOCS5 SOD1 SPINK5 SPN SRC STAT2 STAT3 SUSD4 SYK SYT11 TAFA3 TARBP2 TEK TGFB1 TKFC TNFAIP3 TNFAIP6 TNFAIP8L2 TNFRSF1A TNFRSF1B TRAF3IP1 TRAFD1 TREM2 TREX1 TRIM11 TRIM21 TRIM31 TRIM38 TRIM45 TRIM65 TSPAN6 TTLL12 TYRO3 UBQLN1 UFD1 USP15 USP18 USP38 VPS35 VSIG4 WFDC1 YES1 YTHDF2 YTHDF3 YWHAZ ZDHHC12 ZDHHC18 ZFP36 ZNRF4 GOBP_NEGATIVE_REGULATION_OF_DEFENSE_RESPONSE_TO_BACTERIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_DEFENSE_RESPONSE_TO_BACTERIUM ARG2 HAVCR2 MAPKBP1 MIR181B1 SPINK5 GOBP_NEGATIVE_REGULATION_OF_DEFENSE_RESPONSE_TO_VIRUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_DEFENSE_RESPONSE_TO_VIRUS ATG12 ATG5 C1QBP CARD8 CPTP CSNK1A1 DHX58 ERBIN F2RL1 FBXL2 FGL2 FOXP3 GPATCH3 GRAMD4 HSPA8 ILRUN IRGM ITCH LILRA4 MEFV MICB MIR26B MUL1 NLRC3 NLRP2B NLRX1 NPLOC4 NT5C2 PCBP2 PPM1B PTPN22 PTPRS PYDC1 PYDC2 PYDC5 RAB7B RIOK3 RNF125 RNF26 SEC14L1 SIRT2 TARBP2 TKFC TNFAIP3 TRAF3IP1 TREM2 TRIM11 TRIM31 TRIM38 TSPAN6 UBQLN1 UFD1 ZDHHC12 ZNRF4 GOBP_NEGATIVE_REGULATION_OF_DELAYED_RECTIFIER_POTASSIUM_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_DELAYED_RECTIFIER_POTASSIUM_CHANNEL_ACTIVITY ANK3 KCNAB1 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNRG MIR1-1 MIR133A1 SUMO1 GOBP_NEGATIVE_REGULATION_OF_DENDRITE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_DENDRITE_DEVELOPMENT ARF6 BCL11A CARM1 DCC FAT3 KIAA0319 MGARP ZNF296 GOBP_NEGATIVE_REGULATION_OF_DENDRITE_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_DENDRITE_MORPHOGENESIS DPYSL5 GORASP1 NFATC4 PPP3CA RAPGEF2 TLX2 TRPC5 YWHAH GOBP_NEGATIVE_REGULATION_OF_DENDRITIC_CELL_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_DENDRITIC_CELL_APOPTOTIC_PROCESS AXL BCL2 BCL2L1 CCL19 CCL21 CCR7 CXCL12 GAS6 LILRB1 GOBP_NEGATIVE_REGULATION_OF_DENDRITIC_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_DENDRITIC_CELL_DIFFERENTIATION FCGR2B HLA-G LILRB1 TMEM176A TMEM176B ZBTB46 GOBP_NEGATIVE_REGULATION_OF_DENDRITIC_SPINE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_DENDRITIC_SPINE_DEVELOPMENT ASAP1 DNM3 DTNBP1 EFNA1 FSTL4 GRIN3A HDAC2 MECP2 NGEF NLGN1 PTEN PTPRS SRGAP2C GOBP_NEGATIVE_REGULATION_OF_DENDRITIC_SPINE_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_DENDRITIC_SPINE_MORPHOGENESIS DNM3 DTNBP1 EFNA1 NGEF NLGN1 PTEN GOBP_NEGATIVE_REGULATION_OF_DEPHOSPHORYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_DEPHOSPHORYLATION ARPP19 BOD1 CHP1 CRY2 ENSA FKBP1A FKBP1B GSK3B IKBKB INPP5K IQGAP1 LGALS3 MASTL MFHAS1 MGAT5 MIR146A NCKAP1L PPP1R14D PPP1R15A PPP1R16B PPP1R1B PPP1R8 PPP4R4 PTPA ROCK1 ROCK2 SEMA4D STYXL1 SWAP70 TGFB2 TIPRL TNF URI1 YWHAB YWHAE GOBP_NEGATIVE_REGULATION_OF_DEVELOPMENTAL_GROWTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_DEVELOPMENTAL_GROWTH ADRB1 ADRB2 ADRB3 ARHGAP4 BBS2 BCL11A CAV3 CDH1 CDK5 CDKL3 CDKN1A CDKN1B CGA CITED2 CTDP1 DCC DIP2B DRAXIN DUSP10 EPHA7 FGF13 FGFR3 FOXP1 FSTL4 FXN G6PD GDF15 GSK3A HDAC6 IFRD1 JARID2 KCNK2 KIAA0319 LGMN MAG MAP2 MAPK11 MECP2 MIR1-1 MIR17HG MIR199A1 MIR199B MIR200B MIR25 MIR873 MSTN MT3 MYOZ1 NKD1 NOG NRP1 NTN1 OSTN PI16 PLAC8 PLXNA3 PPARA PTCH1 PTEN PTPRS RAI1 RBP4 RGMA RGS2 RGS4 RNF6 RTN4 RTN4R RYK SAV1 SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SLC6A4 SLIT1 SOCS2 SPAG9 SPART SPP1 STC2 STK3 STK4 TBX5 TLL2 TNR TOMM70 TP73 TRIM46 ULK1 ULK2 VGLL4 WNT3 WNT3A WNT5A WWC1 WWC2 WWC3 YY1 GOBP_NEGATIVE_REGULATION_OF_DEVELOPMENTAL_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_DEVELOPMENTAL_PROCESS ABCA1 ABCA5 ABCC8 ABCG1 ACTB ACTL6A ACTL6B ACVRL1 ADAMTS1 ADAMTS12 ADAMTS7 ADAMTS9 ADCK1 ADGRB1 ADGRB2 ADGRB3 ADGRV1 ADIPOQ ADIPOR1 ADRB1 ADRB2 ADRB3 AGO1 AHSG AKIRIN1 ALOX5 ALPK2 AMH AMOT ANGPT2 ANGPT4 ANGPTL7 ANKRD17 ANKRD2 ANKRD26 ANP32B ANXA1 APCS APOH APP APPL2 AREG ARF6 ARHGAP4 ARHGEF15 ARID4A ARID4B ARPIN ASAP1 ASCL1 ASCL2 ASPM ASPN ASXL1 ATF2 ATOH1 ATP2B4 AXIN1 AXIN2 B2M BAMBI BBS12 BBS2 BCL11A BCL2 BCL2L1 BCL6 BCL7A BCL7B BCL7C BCOR BCR BDNF BGLAP BHLHA15 BHLHE41 BICRA BICRAL BMAL1 BMP2 BMP4 BMP5 BMP7 BMPR1A BMPR2 BNIP3 BRD9 BRINP1 BRMS1 BRMS1L BTG2 C11orf65 C1QC C1QL4 CALR CARM1 CARTPT CAV1 CAV3 CBFB CBLN1 CCDC85B CCL11 CCL3 CCN3 CCN4 CCN6 CCND1 CCR1 CCR2 CD160 CD74 CDC73 CDH1 CDH3 CDK12 CDK13 CDK5 CDK5RAP2 CDK6 CDKL3 CDKN1A CDKN1B CDKN2B CEACAM1 CEACAM5 CEBPA CER1 CERS2 CETP CFLAR CGA CHAD CHADL CHRD CIB1 CITED1 CITED2 CLDN18 CLDN5 CLEC4G CMTM5 CNMD CNTF CNTN2 CNTN4 COL4A2 COL4A3 COL5A1 COL5A2 CR1 CREB3L1 CRIM1 CRP CST3 CTDP1 CTDSP1 CTLA4 CTNNA1 CTNNB1 CTR9 CTSK CUL4A CXCL10 DAAM2 DAB1 DAB2IP DACT3 DAND5 DCC DCN DDB1 DDIT3 DDX6 DICER1 DIP2B DISP3 DIXDC1 DKK1 DKK4 DLL1 DLL3 DLX1 DLX2 DNAJB11 DNM3 DNMT1 DPF2 DPYSL5 DRAXIN DRD3 DTNBP1 DTX1 DUSP10 DYNLT1 E2F1 E2F2 EAF2 ECM1 ECSCR EDNRB EFEMP1 EFNA1 EFNA3 EFNB3 EGFR EID2B EIF2AK4 EIF4E EIF4ENIF1 ELAPOR2 EMILIN1 ENPP1 EPHA2 EPHA4 EPHA7 EPHB1 EPHB2 EPN1 EPN2 ERBB2 EREG ERFE ESRRB EXTL3 EZH2 F2 FASLG FAT3 FBN1 FBXO7 FBXW7 FCGR2B FERMT1 FERMT2 FEZF2 FGF10 FGF13 FGF23 FGF3 FGF8 FGF9 FGFR3 FGL2 FLCN FOXA1 FOXA2 FOXC1 FOXC2 FOXE3 FOXG1 FOXJ1 FOXJ2 FOXO1 FOXO4 FOXP1 FOXP3 FRS2 FRZB FST FSTL3 FSTL4 FUZ FXN FZD7 G6PD GABPA GADD45A GAS6 GATA1 GATA2 GATA3 GDF11 GDF15 GDF2 GDF3 GDF5 GDI1 GHRL GLI3 GORASP1 GPER1 GPR137 GPR137B GPR171 GPR37L1 GPR4 GPR55 GPR68 GPS2 GREM1 GRHL2 GRIN3A GSK3A GSK3B GTF2I H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HAND2 HDAC1 HDAC2 HDAC3 HDAC4 HDAC5 HDAC6 HDAC7 HES1 HES5 HEY1 HEY2 HGS HHEX HIF1A HLA-G HLX HMG20A HMGB1 HNF1B HNRNPU HOOK3 HOPX HOXA2 HOXA5 HOXA7 HOXA9 HOXB8 HPN HRG HSPA9 HSPG2 HUWE1 HYAL3 IAPP ID2 ID3 ID4 IFNA2 IFNB1 IFNG IFNL1 IFRD1 IGF1 IGF2 IGFBP5 IHH IL13 IL17D IL17F IL17RD IL18 IL1A IL1B IL2 IL4 IL4R IL6 ING1 ING2 INHA INHBA INPP5D INPP5F INSIG1 IPO7 IQCB1 IRF1 IRX3 ISL1 ISL2 ISM1 ITGAV ITGB1 ITGB3 ITPKB JAG1 JAK3 JARID2 JDP2 KANK1 KCNK2 KDM4A KIAA0319 KIFAP3 KIT KLF13 KLF2 KLF4 KLF7 KLK3 KRAS KREMEN1 KRIT1 LAG3 LBH LBX1 LDB1 LDLR LDLRAD4 LEF1 LEO1 LEP LGMN LHX2 LILRB1 LILRB3 LILRB4 LIMD1 LIN28A LMX1A LOXL2 LOXL3 LRIG2 LRP3 LRP4 LRP5 LRRC17 LSM1 LTBP3 LTF LUC7L LYN MAD2L2 MAEL MAFB MAG MAP2 MAPK1 MAPK11 MAPT MARK1 MBD1 MBNL3 MCF2 MDK MECP2 MED1 MED28 MEIS1 MEIS2 MEN1 MESP1 METTL14 MGARP MIB1 MINAR1 MIR1-1 MIR100 MIR103A1 MIR106A MIR106B MIR107 MIR10A MIR125A MIR125B1 MIR128-1 MIR1298 MIR130A MIR130B MIR137 MIR138-1 MIR140 MIR143 MIR144 MIR145 MIR146A MIR149 MIR15A MIR15B MIR16-1 MIR17 MIR17HG MIR181B1 MIR181C MIR182 MIR185 MIR18A MIR18B MIR193A MIR199A1 MIR199B MIR19A MIR200B MIR205 MIR208A MIR20A MIR20B MIR21 MIR212 MIR214 MIR217 MIR221 MIR222 MIR24-1 MIR25 MIR26A1 MIR27A MIR27B MIR29A MIR29B1 MIR29C MIR302A MIR30B MIR30C1 MIR30E MIR329-1 MIR34A MIR34B MIR34C MIR361 MIR375 MIR377 MIR379 MIR424 MIR448 MIR483 MIR486-1 MIR487B MIR492 MIR494 MIR495 MIR503 MIR505 MIR515-1 MIR518B MIR548D1 MIR573 MIR590 MIR640 MIR665 MIR675 MIR873 MIR885 MIR9-1 MIR92A1 MIR93 MIR939 MIR98 MIXL1 MMP11 MMP9 MSTN MSX1 MSX2 MT3 MUL1 MYB MYC MYOCD MYOZ1 N4BP2L2 NAXE NBR1 NDFIP1 NELFB NEO1 NEPRO NEUROD2 NF1 NF2 NFATC1 NFATC2 NFATC3 NFATC4 NFE2L2 NFIB NFKBIA NGEF NGFR NIBAN2 NKD1 NKX2-1 NKX2-2 NKX2-5 NKX3-1 NKX3-2 NKX6-1 NKX6-2 NKX6-3 NLGN1 NMRK2 NOCT NODAL NOG NOS3 NOTCH1 NOTCH3 NOTCH4 NPHP3 NPPB NPPC NPR1 NPR2 NR1D1 NR1H2 NR1H3 NR2E1 NR5A1 NRARP NRP1 NTN1 OGT OLIG2 OMA1 OSR1 OSTN OVOL2 PAEP PAF1 PARP1 PARP3 PAX2 PAX6 PAX8 PBX1 PCID2 PCM1 PDCD1 PDCD4 PDE3B PDGFB PF4 PGK1 PGLYRP1 PGLYRP2 PGLYRP3 PHF14 PHOX2B PI16 PIAS3 PIK3CB PIK3R1 PINK1 PITX3 PKP2 PLAC8 PLK2 PLPP7 PLXNA3 PML POU4F2 PPARA PPARD PPARG PPP2CA PPP3CA PRAME PRAMEF1 PRAMEF10 PRAMEF11 PRAMEF12 PRAMEF14 PRAMEF15 PRAMEF17 PRAMEF19 PRAMEF2 PRAMEF20 PRAMEF22 PRAMEF25 PRAMEF27 PRAMEF33 PRAMEF4 PRAMEF5 PRAMEF6 PRAMEF7 PRAMEF8 PRAMEF9 PRDM6 PRDX2 PRICKLE1 PRKN PRL PRMT1 PRMT5 PROX1 PRTG PSEN1 PTBP1 PTCH1 PTEN PTGR3 PTH PTHLH PTK2B PTN PTPN11 PTPN13 PTPN2 PTPRM PTPRS RAG2 RAI1 RANBP3L RAP1GAP RAPGEF2 RAPGEF3 RARA RARB RARG RB1 RBBP4 RBBP7 RBM15 RBP4 RBPJ RBPMS2 RC3H1 RC3H2 REG3A REG3G REST RFLNA RFLNB RGCC RGMA RGN RGS2 RGS4 RIOX1 RNF10 RNF6 ROBO2 ROCK1 ROCK2 RORA RORB RPL3L RPS6KA6 RSPO2 RTN4 RTN4R RTN4RL1 RUFY3 RUNX1 RUNX1T1 RUNX3 RYK S1PR3 SAP130 SAP30 SAP30L SARS1 SAV1 SDHAF2 SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SERPINE1 SERPINF1 SFMBT1 SFRP1 SFRP2 SFRP5 SHB SHH SHOC2 SIN3A SINHCAF SIRT1 SIRT2 SIX2 SIX3 SIX4 SKI SKIC8 SKIL SLC12A2 SLC4A2 SLC6A4 SLC7A10 SLIT1 SMAD1 SMAD3 SMAD4 SMAD6 SMAD7 SMARCA2 SMARCA4 SMARCC1 SMARCD1 SMO SNAI1 SNAI2 SOCS1 SOCS2 SOCS5 SOD1 SOD2 SORL1 SORT1 SOSTDC1 SOX10 SOX11 SOX15 SOX17 SOX2 SOX3 SOX4 SOX6 SOX8 SOX9 SPAG9 SPARC SPART SPDEF SPI1 SPINK5 SPP1 SPRED1 SPRED2 SPRED3 SPRY1 SPRY2 SPRY3 SRA1 SRGAP2C SRGN SRSF6 SS18 STAB1 STAT1 STAT3 STAT5B STATH STC2 STK11 STK3 STK4 SUDS3 SUFU SULF1 SUZ12 SYCP2 SYNGAP1 SYNJ2BP SYT4 TACSTD2 TAFA5 TBX1 TBX2 TBX21 TBX3 TBX5 TBX6 TCF15 TCF23 TCTA TEK TENT5C TET1 TEX11 TFRC TGFB1 TGFB1I1 TGFB2 TGFBR1 THBS1 THBS2 THBS4 THOC1 THY1 TIE1 TLCD3B TLL2 TLR2 TLR3 TLR4 TLX2 TLX3 TMEM119 TMEM131L TMEM176A TMEM176B TMEM178A TMEM182 TMEM215 TMEM53 TMEM64 TMEM98 TNF TNFAIP6 TNFRSF11B TNFSF18 TNFSF4 TNMD TNN TNR TOB1 TOB2 TOMM70 TP53 TP53INP1 TP63 TP73 TPT1 TREM2 TRIB1 TRIB2 TRIB3 TRIM11 TRIM46 TRIM6 TRIM62 TRIM72 TRIO TRPC5 TRPM4 TRPV1 TRPV4 TSC22D1 TSKU TSPO TTPA TUNAR TWIST1 TWIST2 TWSG1 UBASH3B UBE2B UCMA ULK1 ULK2 USF3 USH2A USP19 VASH1 VASN VAT1 VAX1 VEGFA VEGFC VGLL4 VHL WDR77 WEE2 WNT1 WNT10B WNT11 WNT3 WNT3A WNT4 WNT5A WNT7A WNT9A WNT9B WT1 WWC1 WWC2 WWC3 WWTR1 XBP1 XDH YAP1 YBX3 YJEFN3 YTHDF2 YWHAH YY1 ZBED6 ZBTB16 ZBTB46 ZBTB7B ZC3H12A ZC3H8 ZEB1 ZFP36 ZFP36L1 ZFP36L2 ZFPM1 ZFPM2 ZHX2 ZNF296 ZNF536 ZNF675 ZNF706 ZNF750 GOBP_NEGATIVE_REGULATION_OF_DIGESTIVE_SYSTEM_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_DIGESTIVE_SYSTEM_PROCESS ABCG5 ABCG8 DCANP1 HAMP NEUROG1 NPSR1 NR1H3 PTGER3 SCT STK39 TFF2 TIFAB WNK1 WNK4 GOBP_NEGATIVE_REGULATION_OF_DNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_DNA_BINDING CPNE1 DDIT3 E2F1 ERCC4 GATA1 GZMA HABP4 HAND1 HEY1 HEY2 HMGA2 IFI16 ILRUN JAK2 JUN KDM1A LEF1 MAD2L2 MDFI MSX2 NFKBIA PER2 PSEN1 RSF1 SMO SOX11 SP100 SUMO1 SUMO3 SUMO4 TFAP4 TMSB4X TNKS ZNF593 ZNF675 GOBP_NEGATIVE_REGULATION_OF_DNA_BINDING_TRANSCRIPTION_FACTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_DNA_BINDING_TRANSCRIPTION_FACTOR_ACTIVITY ACOD1 ADGRG3 ADORA3 AIM2 ANXA4 ARRB1 ARRB2 BCL3 BHLHE40 BMP7 BRMS1 BTRC CACTIN CARD8 CCDC22 CD200 CDK5RAP3 CDKN2A CEBPG CHP1 CHUK CMKLR1 COMMD1 COMMD6 COMMD7 CTNNBIP1 CYLD CYP1B1 DAB2IP DAP DDIT3 EGLN1 EIF2AK4 EOMES ERBIN ESR1 FAF1 FLNA FOXA2 FOXH1 FOXJ1 FOXP3 FOXS1 FZD6 G3BP2 GFI1 GLIS2 HAND1 HAVCR2 HDAC2 HDAC4 HES1 HES6 HEYL HIF1AN ID1 ID2 ID3 IL10 IRAK1 IRAK2 IRAK3 ITCH KDM1A KEAP1 KLF4 LRRC14 LRRK2 MAD2L2 MAP2K5 MAP3K10 MDFI MEN1 MIR1-1 MIR101-1 MIR128-1 MIR133B MIR138-1 MIR140 MIR144 MIR15A MIR16-1 MIR199A1 MIR21 MIR26A1 MIR27A MIR30C2 MIR498 MIR508 MIR613 MIR892B MIR9-1 MTURN NFKBIA NFKBIB NFKBIE NFKBIL1 NLRC3 NLRC5 NLRP12 NLRP2B NLRP3 NR0B1 NR0B2 NUPR1 NWD1 OTULIN PARP10 PAXIP1 PEX14 PHB2 PIM1 PKD1 PKD2 PKHD1 PLA2G10 POU4F2 PPP2CB PRMT2 PRNP PROX1 PSMD10 PTCH1 PTGIS PYCARD PYDC1 PYDC2 RB1 RBCK1 RNF2 RWDD3 SETD6 SFRP4 SFRP5 SIGIRR SIK1 SIRT1 SMAD7 SP100 SPI1 SUFU SUMO1 TAF3 TAX1BP1 TBX6 TBXT TCEAL7 TCF7L2 TFDP3 TMIGD3 TMSB4X TNFAIP3 TNFRSF4 TNFSF4 TRAF3 TRIB1 TRIM21 TRIM37 TRIM40 UFL1 USP7 WFS1 WWP2 XCL1 ZC3H12A ZNF431 ZNF675 GOBP_NEGATIVE_REGULATION_OF_DNA_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_DNA_BIOSYNTHETIC_PROCESS ACD ACVRL1 ADIPOQ ANKRD1 BMPR2 CDKN1A CERS1 CHEK1 CTC1 DACH1 DCP2 DNAJC2 ERCC4 EXOSC10 GDF2 GNL3L HNRNPA1 HNRNPC HNRNPU KCNK2 MEN1 NAT10 NIBAN2 NPPC PARP3 PIF1 PINX1 POT1 RGN SRC STN1 TEN1 TENT4B TERF1 TERF2 TINF2 TP53 XRN1 GOBP_NEGATIVE_REGULATION_OF_DNA_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_DNA_CATABOLIC_PROCESS DFFA DFFB MIR146A NMNAT1 RGN GOBP_NEGATIVE_REGULATION_OF_DNA_DAMAGE_RESPONSE_SIGNAL_TRANSDUCTION_BY_P53_CLASS_MEDIATOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_DNA_DAMAGE_RESPONSE_SIGNAL_TRANSDUCTION_BY_P53_CLASS_MEDIATOR CD44 CD74 DYRK1A DYRK3 KDM1A MARCHF7 MDM2 MIF PSMD10 PTTG1IP SIRT1 SNAI1 SNAI2 TWIST1 YJU2 GOBP_NEGATIVE_REGULATION_OF_DNA_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_DNA_METABOLIC_PROCESS ABL1 ACD ACVRL1 ADIPOQ ANKLE1 ANKRD1 ATM ATR AUNIP BCL6 BLM BMPR2 CAMSAP3 CDC6 CDKN1A CDT1 CERS1 CGAS CHEK1 CTC1 CYREN DACH1 DCP2 DFFA DFFB DNAJC2 DNMT3L DPPA3 ENPP7 ERCC1 ERCC4 ERCC6 EXOSC10 FANCB FBH1 FBXO5 FLCN FOXP3 GATA3 GDF2 GMNC GMNN GNL3L GTPBP4 GZMA H1-0 H1-1 H1-10 H1-2 H1-3 H1-4 H1-5 H1-6 H1-7 H1-8 H1-9P HCRT HELB HMGA2 HNRNPA1 HNRNPC HNRNPU HSF1 KAT5 KCNK2 KLHL15 KMT5A LIG3 MAD2L2 MAGEF1 MAPT-AS1 MCIDAS MEN1 MIR146A MIR221 MLH1 MSH2 MSH3 MSH6 NAT10 NBN NDFIP1 NIBAN2 NMNAT1 NPPC NUDT16L1 OGG1 OTUB1 OTUB2 PARP1 PARP3 PARPBP PDS5A PIF1 PINX1 POLQ POT1 RAD17 RAD50 RADX RECQL5 RGN RIF1 RMI2 RNF169 RPS3 RTEL1 S100A11 SENP3 SHLD1 SHLD2 SHLD3 SLFN11 SLX1A SLX1B SLX4 SMCHD1 SMG6 SRC STN1 SUB1 TEN1 TENT4B TERF1 TERF2 TERF2IP TFIP11 THOC1 TIMELESS TINF2 TIPIN TNKS TNKS2 TP53 TP53BP1 TRIM28 TSPYL2 TTF1 TWIST1 UBQLN4 WAPL XRCC1 XRCC5 XRN1 ZRANB3 ZSCAN4 GOBP_NEGATIVE_REGULATION_OF_DNA_RECOMBINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_DNA_RECOMBINATION ABL1 ANKLE1 BCL6 BLM CGAS FANCB FBH1 FOXP3 H1-0 H1-1 H1-10 H1-2 H1-3 H1-4 H1-5 H1-6 H1-7 H1-8 H1-9P HELB KAT5 KLHL15 KMT5A MAD2L2 MAGEF1 MLH1 MSH2 MSH3 MSH6 NDFIP1 PARP3 PARPBP POLQ RADX RECQL5 RIF1 RMI2 RTEL1 SENP3 SHLD1 SHLD2 SHLD3 SMCHD1 TERF2 TERF2IP THOC1 TP53BP1 UBQLN4 ZRANB3 ZSCAN4 GOBP_NEGATIVE_REGULATION_OF_DNA_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_DNA_REPAIR ABL1 AUNIP CGAS CYREN ERCC6 FANCB FBH1 HELB HMGA2 HSF1 KAT5 KLHL15 KMT5A MAD2L2 MAGEF1 MIR221 NUDT16L1 OGG1 OTUB1 OTUB2 PARPBP POLQ RADX RECQL5 RIF1 RMI2 RNF169 RPS3 SENP3 SHLD1 SHLD2 SHLD3 SMCHD1 TERF2 TFIP11 TP53BP1 TWIST1 UBQLN4 GOBP_NEGATIVE_REGULATION_OF_DNA_REPLICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_DNA_REPLICATION ATR BCL6 CAMSAP3 CDC6 CDT1 ENPP7 FBXO5 GDF2 GMNC GMNN GTPBP4 HCRT LIG3 MCIDAS PDS5A RAD17 S100A11 SLFN11 TERF1 TIMELESS TIPIN TP53 TSPYL2 TTF1 WAPL GOBP_NEGATIVE_REGULATION_OF_DNA_TEMPLATED_DNA_REPLICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_DNA_TEMPLATED_DNA_REPLICATION BCL6 CAMSAP3 CDT1 FBXO5 GMNN LIG3 SLFN11 TIMELESS TIPIN GOBP_NEGATIVE_REGULATION_OF_DNA_TEMPLATED_TRANSCRIPTION_ELONGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_DNA_TEMPLATED_TRANSCRIPTION_ELONGATION AXIN1 EAPP EZH2 HEXIM1 HNRNPU LARP7 NELFA NELFB NELFCD NELFE PARP1 RECQL5 RN7SK RNF168 RNF8 SHH SIRT6 SUPT4H1 SUPT5H TCERG1 VHL WDR82 ZC3H4 GOBP_NEGATIVE_REGULATION_OF_DNA_TEMPLATED_TRANSCRIPTION_INITIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_DNA_TEMPLATED_TRANSCRIPTION_INITIATION CTNNBIP1 HEY2 HMGB1 MORC1 PCID2 THRA ZNF451 GOBP_NEGATIVE_REGULATION_OF_DOPAMINE_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_DOPAMINE_SECRETION ABAT CNR1 DRD2 GABBR1 SYT11 GOBP_NEGATIVE_REGULATION_OF_DOUBLE_STRAND_BREAK_REPAIR_VIA_HOMOLOGOUS_RECOMBINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_DOUBLE_STRAND_BREAK_REPAIR_VIA_HOMOLOGOUS_RECOMBINATION ABL1 CGAS FANCB FBH1 HELB KAT5 KLHL15 KMT5A MAD2L2 MAGEF1 PARPBP POLQ RADX RECQL5 RIF1 RMI2 SENP3 SHLD1 SHLD2 SHLD3 SMCHD1 TP53BP1 UBQLN4 GOBP_NEGATIVE_REGULATION_OF_DOUBLE_STRAND_BREAK_REPAIR_VIA_NONHOMOLOGOUS_END_JOINING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_DOUBLE_STRAND_BREAK_REPAIR_VIA_NONHOMOLOGOUS_END_JOINING AUNIP CYREN ERCC6 HMGA2 HSF1 NUDT16L1 TFIP11 GOBP_NEGATIVE_REGULATION_OF_ENDOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_ENDOCYTOSIS ABCA2 ABCA7 ADIPOQ ANKRD13A ANKRD13B ANKRD13D ANXA2 APOC1 APOC2 APOC3 APP APPL1 ARF6 ATG3 ATG5 ATXN2 CAV1 CD300A CD300LF CD47 CNN2 CSK DLG4 DYSF EPHA3 FCGR2B HMGB1 ITGAV ITGB3 LGALS3 LILRB1 LRPAP1 LRRTM1 LRRTM2 LRSAM1 MCTP1 MIR17 MIR181B1 MIR185 MIR199A1 MIR205 MIR27A MIR27B MIR92B MTMR2 NECAB2 NEU3 NR1H2 NR1H3 PACSIN1 PACSIN2 PACSIN3 PCSK9 PICALM PIP4P2 PLSCR1 PRKD1 PROM2 PRTN3 PSEN1 RABGEF1 RAC1 RACK1 RIN3 RUBCN SCAMP5 SDCBP SH3GL3 SIRPA SNX3 SNX33 STX1B SYT11 TLR2 UBQLN2 UNC119 WDR54 GOBP_NEGATIVE_REGULATION_OF_ENDOPLASMIC_RETICULUM_CALCIUM_ION_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_ENDOPLASMIC_RETICULUM_CALCIUM_ION_CONCENTRATION ATP2A1 BAK1 BAX BCAP31 FIS1 RAP1GDS1 TGM2 THADA GOBP_NEGATIVE_REGULATION_OF_ENDOPLASMIC_RETICULUM_STRESS_INDUCED_EIF2_ALPHA_PHOSPHORYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_ENDOPLASMIC_RETICULUM_STRESS_INDUCED_EIF2_ALPHA_PHOSPHORYLATION DNAJC3 NCK1 NCK2 PPP1R15B TMED2 GOBP_NEGATIVE_REGULATION_OF_ENDOPLASMIC_RETICULUM_STRESS_INDUCED_INTRINSIC_APOPTOTIC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_ENDOPLASMIC_RETICULUM_STRESS_INDUCED_INTRINSIC_APOPTOTIC_SIGNALING_PATHWAY BCL2L1 CREB3 CREB3L1 GRINA HERPUD1 HSPA1A HYOU1 LRRK2 MAGEA3 OPA1 PARK7 PDX1 PRKN PTPN1 SELENOS SYVN1 TMBIM6 TXNDC12 WFS1 XBP1 GOBP_NEGATIVE_REGULATION_OF_ENDOPLASMIC_RETICULUM_UNFOLDED_PROTEIN_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_ENDOPLASMIC_RETICULUM_UNFOLDED_PROTEIN_RESPONSE ABCA7 ATF6B BFAR DDRGK1 DNAJB9 HSPA5 MIR199A1 NCK1 NCK2 PPP1R15A PPP1R15B PTPN1 RACK1 UFL1 WFS1 GOBP_NEGATIVE_REGULATION_OF_ENDOTHELIAL_CELL_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_ENDOTHELIAL_CELL_APOPTOTIC_PROCESS ABL1 ANGPT1 ANGPTL4 BRAF CDH5 FGA FGB FGF21 FGG GAS6 GATA2 GATA3 ICAM1 IL10 IL11 IL13 IL4 ITGB3 KDR KRIT1 MAPK7 MIR126 MIR30B MIR30E MIR495 MIR590 NDNF NFE2L2 PAK4 PDPK1 RAMP2 SCG2 SEMA5A SERPINE1 TEK TERT TNFAIP3 TNIP2 GOBP_NEGATIVE_REGULATION_OF_ENDOTHELIAL_CELL_CHEMOTAXIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_ENDOTHELIAL_CELL_CHEMOTAXIS CXCL13 HRG MIR149 MIR16-1 MIR424 NOTCH1 THBS1 GOBP_NEGATIVE_REGULATION_OF_ENDOTHELIAL_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_ENDOTHELIAL_CELL_DIFFERENTIATION ACVRL1 FOXJ2 JAG1 MIR1-1 MIR10A MIR495 NOTCH4 S1PR3 VEGFA VHL XDH ZEB1 GOBP_NEGATIVE_REGULATION_OF_ENDOTHELIAL_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_ENDOTHELIAL_CELL_PROLIFERATION ACVRL1 AIMP1 ALOX5 APOE APOH ATOH8 ATP5F1A ATP5IF1 CAV1 CAV2 CCL2 CNMD COL4A3 DLL4 FLT1 GDF2 GHRL IL12A IL12B KRIT1 MEF2C MIR126 MIR129-1 MIR132 MIR133B MIR146A MIR149 MIR152 MIR15A MIR15B MIR16-1 MIR193A MIR205 MIR20B MIR21 MIR22 MIR222 MIR2355 MIR24-1 MIR26A1 MIR29C MIR30B MIR30E MIR329-1 MIR342 MIR34A MIR361 MIR410 MIR424 MIR483 MIR487B MIR492 MIR494 MIR495 MIR497 MIR503 MIR92A1 MIR98 MMRN2 NF1 NGFR NR2F2 PDCD10 PPARG PRL PTPRM RGCC SCG2 SPARC STAT1 SULF1 SYNJ2BP TGFBR1 THBS1 TNF TNMD VASH1 XDH GOBP_NEGATIVE_REGULATION_OF_EPIDERMAL_GROWTH_FACTOR_ACTIVATED_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_EPIDERMAL_GROWTH_FACTOR_ACTIVATED_RECEPTOR_ACTIVITY CBL CBLB CBLC CHMP6 ERRFI1 GPRC5A SNX6 SOCS4 SOCS5 TSG101 VPS25 ZFYVE28 ZGPAT GOBP_NEGATIVE_REGULATION_OF_EPIDERMAL_GROWTH_FACTOR_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_EPIDERMAL_GROWTH_FACTOR_RECEPTOR_SIGNALING_PATHWAY CBL CBLB CBLC CHMP6 DAB2IP DUSP3 EGFR ERRFI1 GPRC5A ITGA1 MIR133A1 MVP NUP62 PTPN2 PTPN3 PTPRJ RAB7A RNF115 RNF126 SNX5 SNX6 SOCS4 SOCS5 TSG101 VPS25 ZFYVE28 ZGPAT GOBP_NEGATIVE_REGULATION_OF_EPIDERMIS_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_EPIDERMIS_DEVELOPMENT DLL1 EXTL3 EZH2 GDF3 GRHL2 HES1 HES5 HOXA7 MSX2 NOTCH1 REG3A REG3G SRSF6 TP63 GOBP_NEGATIVE_REGULATION_OF_EPINEPHRINE_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_EPINEPHRINE_SECRETION ADRA2A ADRA2B ADRA2C CRH GABBR1 GOBP_NEGATIVE_REGULATION_OF_EPITHELIAL_CELL_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_EPITHELIAL_CELL_APOPTOTIC_PROCESS ABL1 ADAR ANGPT1 ANGPTL4 ATOH1 BCL2 BRAF BTC CAST CDH5 CDKN1B CFLAR FGA FGB FGF21 FGG GAS6 GATA2 GATA3 HAND2 ICAM1 IGF1R IL10 IL11 IL13 IL4 ITGB3 KDR KRIT1 MAPK7 MDK MIR126 MIR182 MIR30B MIR30E MIR495 MIR590 NDNF NEUROD1 NFE2L2 NKX2-5 NKX2-6 NPC1 NUPR1 PAK4 PDPK1 PDX1 PKHD1 PPARA PRKAA1 PRKAA2 RAMP2 RB1 SCG2 SEMA5A SERPINB13 SERPINE1 SRSF6 TCF7L2 TEK TERT TMF1 TNFAIP3 TNIP2 WFS1 YAP1 GOBP_NEGATIVE_REGULATION_OF_EPITHELIAL_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_EPITHELIAL_CELL_DIFFERENTIATION ACVRL1 CAV1 CCND1 CTNNB1 DLL1 EXTL3 EZH2 FGF10 FOXE3 FOXJ2 FRZB FST GDF3 GRHL2 HES1 HES5 HOXA7 IFNG IL13 IL1A JAG1 KRAS MIR1-1 MIR10A MIR18B MIR29B1 MIR302A MIR495 MIR518B MMP9 MSX2 NKX6-3 NODAL NOTCH1 NOTCH4 OSR1 REG3A REG3G S1PR3 SIX2 SMO SOX9 SPRED1 SPRED2 SPRED3 SPRY1 SPRY2 SRSF6 STAT1 TBX3 TP63 VEGFA VHL XDH YAP1 ZEB1 GOBP_NEGATIVE_REGULATION_OF_EPITHELIAL_CELL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_EPITHELIAL_CELL_MIGRATION ACVRL1 ADAMTS9 ADGRB1 ADIPOR1 AGTR2 ANGPT2 ANGPT4 APOE APOH ATP2B4 BMP10 CARD10 CORO1C CSNK2B CXCL13 DAB2IP DCN DLL4 DNAJA4 DUSP10 EPPK1 EVL FGF2 GADD45A GDF2 HDAC5 HMGB1 HRG IL4 ITGB1BP1 JUP KLF4 KRIT1 MACIR MAP2K5 MARVELD3 MCC MECP2 MEF2C MEOX2 MIR101-1 MIR10A MIR129-1 MIR130A MIR132 MIR133B MIR137 MIR146A MIR149 MIR152 MIR15A MIR15B MIR16-1 MIR188 MIR193A MIR196A1 MIR199A1 MIR19B1 MIR200B MIR200C MIR204 MIR205 MIR206 MIR20A MIR21 MIR212 MIR22 MIR221 MIR2355 MIR24-1 MIR26A1 MIR29C MIR320A MIR329-1 MIR361 MIR379 MIR410 MIR424 MIR483 MIR492 MIR494 MIR495 MIR497 MIR503 MIR505 MIR640 MIR885 MIR92A1 MMRN2 NOTCH1 NR2F2 PATZ1 PDCD10 PFN2 PPARG PTEN PTPN23 PTPRG PTPRM PTPRR RGCC RHOA SERPINF1 SLIT2 SP100 SPRED1 STARD13 STC1 SVBP SYNJ2BP TACSTD2 TBXA2R TGFB1 THBS1 TNF VASH1 GOBP_NEGATIVE_REGULATION_OF_EPITHELIAL_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_EPITHELIAL_CELL_PROLIFERATION A4GNT ACVRL1 AIMP1 ALOX5 APOE APOH AQP11 AR ATOH8 ATP5F1A ATP5IF1 B2M B4GALT1 BMP4 BRCA2 CASK CAV1 CAV2 CCL2 CD109 CDC73 CDK6 CDKN1B CDKN1C CDKN2B CEACAM1 CNMD COL4A3 CPB2 DAB2 DAB2IP DLG1 DLL4 DRD2 DUSP10 EAF2 EFNB2 EPPK1 EREG FBXW7 FGFR2 FLCN FLT1 GATA3 GDF2 GDF5 GHRL GPC3 HPN IFT172 IFT52 IFT57 IFT74 IFT80 IL12A IL12B IL26 INTU IRF6 KDF1 KLF9 KRIT1 KRT4 LIMS2 MAGED1 MARVELD3 MCC MED1 MEF2C MIR125B1 MIR126 MIR129-1 MIR132 MIR133B MIR146A MIR149 MIR152 MIR15A MIR15B MIR16-1 MIR181C MIR193A MIR205 MIR20B MIR21 MIR22 MIR222 MIR2355 MIR24-1 MIR26A1 MIR29B1 MIR29C MIR30B MIR30E MIR329-1 MIR342 MIR34A MIR361 MIR410 MIR424 MIR483 MIR487B MIR492 MIR494 MIR495 MIR497 MIR503 MIR92A1 MIR98 MMRN2 MTSS1 NF1 NFIB NGFR NKX2-8 NKX3-1 NLRC3 NOTCH1 NR2F2 NUPR1 OVOL1 PAX6 PDCD10 PDX1 PEX2 PHB2 PHOX2B PPARD PPARG PRL PTCH1 PTPRK PTPRM RAP1GAP RB1 RGCC RGN ROBO1 RUNX3 SAV1 SCG2 SERPINF1 SFN SFRP1 SFRP2 SLURP1 SNAI2 SOX2 SOX9 SPARC STAT1 STK11 STK3 STK4 SULF1 SYNJ2BP TGFB1 TGFB2 TGFBR1 TGFBR3 THBS1 TINF2 TMIGD1 TNF TNMD TRIM24 VASH1 VDR WDR13 WDR77 WNT10B WNT5A XDH ZEB1 GOBP_NEGATIVE_REGULATION_OF_EPITHELIAL_CELL_PROLIFERATION_INVOLVED_IN_PROSTATE_GLAND_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_EPITHELIAL_CELL_PROLIFERATION_INVOLVED_IN_PROSTATE_GLAND_DEVELOPMENT CDKN1B EAF2 NKX3-1 SERPINF1 STK11 WDR77 GOBP_NEGATIVE_REGULATION_OF_EPITHELIAL_TO_MESENCHYMAL_TRANSITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_EPITHELIAL_TO_MESENCHYMAL_TRANSITION ADIPOR1 BMP5 DAB2IP DACT3 EFNA1 EPHA4 FOXA1 FOXA2 FUZ GATA3 HPN IL17RD LDLRAD4 MAD2L2 MARK1 MIR130A MIR144 MIR145 MIR149 MIR29B1 MIR379 MIR573 MIR590 NKX2-1 NOG OVOL2 PPP2CA PTEN SDHAF2 SFRP1 SFRP2 SMAD7 SPRED1 SPRED2 SPRED3 SPRY1 SPRY2 TBX5 TGFB2 TRIM62 USF3 VASN ZNF750 GOBP_NEGATIVE_REGULATION_OF_ERAD_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_ERAD_PATHWAY AQP11 SGTA SVIP UBXN1 USP14 USP25 GOBP_NEGATIVE_REGULATION_OF_ERBB_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_ERBB_SIGNALING_PATHWAY ACP4 CADM1 CBL CBLB CBLC CHMP6 DAB2IP DUSP3 EGFR ERRFI1 GPRC5A ITGA1 LGMN MIR133A1 MVP NUP62 PTPN12 PTPN18 PTPN2 PTPN3 PTPRJ RAB7A RNF115 RNF126 SNX5 SNX6 SOCS4 SOCS5 TSG101 VPS25 ZFYVE28 ZGPAT GOBP_NEGATIVE_REGULATION_OF_ERK1_AND_ERK2_CASCADE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_ERK1_AND_ERK2_CASCADE ABL1 ACE2 ADIPOQ ATF3 BTN2A2 C1QL4 C3orf33 CHRNA10 CNKSR3 CRYBA1 CSK DAB2 DAB2IP DLG1 DUSP10 DUSP26 DUSP29 DUSP3 DUSP4 DUSP6 EIF3A EMILIN1 EPHA4 EPHB2 EZR FBLN1 FLCN GBP1 GPER1 GSTP1 ITGB1BP1 LIF LMO3 LYN MIR133A1 MIR133B MIR138-1 MIR185 MIR200C MIR205 MIR21 MIR221 MIR424 MIR503 NDRG2 NHERF1 NLRP12 NLRP6 PHB1 PIN1 PSCA PTEN PTPN1 PTPN2 PTPRC PTPRR RANBP9 RGS14 RPS6KA6 SEMA6A SIRPA SIRT3 SMAD4 SPRED1 SPRED2 SPRED3 SPRY1 SPRY2 SPRY3 SYNJ2BP TBC1D10C TIMP3 TLR4 TLR9 TNIP1 VRK3 WNK2 GOBP_NEGATIVE_REGULATION_OF_ERYTHROCYTE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_ERYTHROCYTE_DIFFERENTIATION HOXA5 HSPA9 KLF13 LDB1 MAFB STAT5B ZFP36 ZFP36L1 GOBP_NEGATIVE_REGULATION_OF_ESTABLISHMENT_OF_PROTEIN_LOCALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_ESTABLISHMENT_OF_PROTEIN_LOCALIZATION ABCC8 ACVR1C ADIPOQ ADRA2A ADTRP ANGPT1 APOD APOE BAG4 BARD1 BMP8A C11orf65 CABP1 CCN3 CD200 CD36 CDK5 CHGA CHP1 CORO2B CSK CYP51A1 DERL2 DERL3 DMTN DNAJA1 DPH3 DRD2 DRD3 DRD4 ENY2 ERLEC1 ERP29 F2R F2RL1 FAM3D FERMT1 FFAR2 FKBP1B FOXO1 FRMD4A GDI1 GHRL GHSR GNAZ HADH HMGCR IL12A IL12B IL1B INHBB INPP5K INS INSIG1 IRS1 ITGB1BP1 JAGN1 KCNB1 KCNE1 KCNJ11 KLF7 LMAN1 LRRK2 LYPLA1 MAPT MDFIC MIDN MIR128-1 MIR146A MIR148A MIR199A1 MIR19A MIR19B1 MIR29B1 MIR30C1 MIR766 MIR93 MTNR1B NDFIP1 NDFIP2 NDUFAF2 NEO1 NF1 NR1H3 OPRM1 OS9 PARK7 PDE8B PFKL PIM3 PKDCC PKIA PKIG PPM1F PPP3CA PRKN PSMD9 PTPN11 RAB11FIP1 RAB11FIP3 RAB11FIP5 RAB23 RANGAP1 REST RHBDF1 RHBDF2 RSAD2 RSC1A1 SERGEF SFRP1 SIAH3 SIRT4 SIRT6 SNX12 SNX3 SP100 SREBF1 SUFU SUMO1 SVIP SYT4 SYTL4 TERF1 TXN UBAC2 UBE2G2 UBE2J1 UCP2 UFM1 USP17L2 VSNL1 WWP2 YOD1 GOBP_NEGATIVE_REGULATION_OF_ESTABLISHMENT_OF_PROTEIN_LOCALIZATION_TO_MITOCHONDRION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_ESTABLISHMENT_OF_PROTEIN_LOCALIZATION_TO_MITOCHONDRION BAG4 C11orf65 DNAJA1 LMAN1 LRRK2 MAPT SIAH3 GOBP_NEGATIVE_REGULATION_OF_EXCITATORY_POSTSYNAPTIC_POTENTIAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_EXCITATORY_POSTSYNAPTIC_POTENTIAL CBLN1 CELF4 EIF4A3 LRRK2 MIR30B MTMR2 NLGN4X PTEN S1PR2 SYNE1 TMEM25 GOBP_NEGATIVE_REGULATION_OF_EXECUTION_PHASE_OF_APOPTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_EXECUTION_PHASE_OF_APOPTOSIS BCL2L1 CIDEA DFFA FZD3 GCG MIR30B PAK2 RFFL RNF34 GOBP_NEGATIVE_REGULATION_OF_EXOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_EXOCYTOSIS ADRA2A ANXA1 ATP9A BCR BRAF CBARP CCR2 CD300A CD84 CEACAM1 FCGR2B FMR1 FOXF1 GNAI2 HLA-F IL13RA2 IL1RAPL1 LGALS9 NCKAP1L NOTCH1 PRKN RAB33B RAB7A RABGEF1 RAP1A RAP1B RAP1BL REST SMCR8 SNCA SPI1 STXBP3 STXBP6 SYT4 VPS4B WDR41 GOBP_NEGATIVE_REGULATION_OF_EXTRACELLULAR_MATRIX_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_EXTRACELLULAR_MATRIX_ASSEMBLY ANTXR1 MIR27B MIR29B1 MIR9-1 MIR98 GOBP_NEGATIVE_REGULATION_OF_EXTRACELLULAR_MATRIX_DISASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_EXTRACELLULAR_MATRIX_DISASSEMBLY CST3 DPP4 FAP MIR98 TGFB1 GOBP_NEGATIVE_REGULATION_OF_EXTRACELLULAR_MATRIX_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_EXTRACELLULAR_MATRIX_ORGANIZATION ADTRP ANTXR1 CHADL CST3 DPP4 EMILIN1 FAP MIR27B MIR29B1 MIR9-1 MIR98 NOTCH1 TGFB1 TNFRSF1A TNFRSF1B GOBP_NEGATIVE_REGULATION_OF_EXTRINSIC_APOPTOTIC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_EXTRINSIC_APOPTOTIC_SIGNALING_PATHWAY ACVR1 AKT1 AR ARHGEF2 BCL2 BCL2L1 BIRC6 BMP4 BMP5 BRCA1 C8orf44-SGK3 CFLAR COL2A1 CSF2 CTNNA1 CTTN CX3CL1 DDX3X EYA1 EYA2 EYA3 EYA4 FAIM FAIM2 FGA FGB FGF10 FGG GATA1 GCLC GCLM GDNF GFRAL GPX1 GSK3B GSTP1 HGF HMGB2 HMOX1 HSPA1A HSPA1B HTT ICAM1 IFI6 IGF1 IL19 IL1A IL1B IL4 IL7 ITGA6 ITGAV ITPRIP LGALS3 LMNA MAP2K5 MAPK7 MCL1 MIR221 MIR222 NOL3 NOS3 NRP1 PAK5 PARK7 PEA15 PELI3 PF4 PHIP PRDX2 PSME3 RAF1 RB1CC1 RELA RFFL RIPK1 RNF34 RPS6KB1 SCG2 SCRT2 SERPINE1 SFRP2 SGK3 SH3RF1 SIAH2 SNAI2 SRC STRADB TCF7L2 TERT TGFBR1 THBS1 TMBIM1 TNF TNFAIP3 UNC5B YAP1 ZC3HC1 ZMYND11 GOBP_NEGATIVE_REGULATION_OF_EXTRINSIC_APOPTOTIC_SIGNALING_PATHWAY_VIA_DEATH_DOMAIN_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_EXTRINSIC_APOPTOTIC_SIGNALING_PATHWAY_VIA_DEATH_DOMAIN_RECEPTORS ARHGEF2 BCL2L1 BMP5 BRCA1 CFLAR DDX3X FAIM FAIM2 FGA FGB FGG GPX1 GSK3B HGF HMGB2 HMOX1 ICAM1 ITPRIP MIR221 MIR222 NOS3 PARK7 PEA15 RAF1 RFFL RNF34 SCRT2 SERPINE1 SFRP2 TMBIM1 TNFAIP3 GOBP_NEGATIVE_REGULATION_OF_FATTY_ACID_BETA_OXIDATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_FATTY_ACID_BETA_OXIDATION ACACB AKT1 CNR1 ETFBKMT MFSD2A PLIN5 GOBP_NEGATIVE_REGULATION_OF_FATTY_ACID_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_FATTY_ACID_BIOSYNTHETIC_PROCESS ACADL ACADVL APOC1 APOC3 BRCA1 CEACAM1 CYP7A1 DCAF5 ERLIN1 ERLIN2 INSIG1 INSIG2 KLHL25 MIR132 MIR185 MIR204 MIR30C1 MIR33A MIR342 MIR548P MIR766 PIBF1 SIRT1 TRIB3 UBR4 WDTC1 GOBP_NEGATIVE_REGULATION_OF_FATTY_ACID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_FATTY_ACID_METABOLIC_PROCESS ACACB ACADL ACADVL AKT1 APOC1 APOC3 APPL2 BRCA1 CEACAM1 CNR1 CYP7A1 DCAF5 ERLIN1 ERLIN2 ETFBKMT FMO1 FMO2 FMO4 INS INSIG1 INSIG2 KLHL25 MFSD2A MIR132 MIR185 MIR204 MIR30C1 MIR33A MIR342 MIR548P MIR766 NCOR1 PIBF1 PLIN5 SIRT1 SIRT4 SLC22A13 SOX9 TRIB3 UBR4 UGT1A8 WDTC1 GOBP_NEGATIVE_REGULATION_OF_FATTY_ACID_OXIDATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_FATTY_ACID_OXIDATION ACACB ACADL ACADVL AKT1 APPL2 CNR1 ETFBKMT FMO1 FMO2 FMO4 MFSD2A PLIN5 SIRT4 SOX9 GOBP_NEGATIVE_REGULATION_OF_FATTY_ACID_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_FATTY_ACID_TRANSPORT AKT1 AKT2 CYP4F2 FIS1 IRS2 PLA2R1 THBS1 GOBP_NEGATIVE_REGULATION_OF_FAT_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_FAT_CELL_DIFFERENTIATION ADIPOQ ANKRD26 ASXL1 AXIN1 BBS12 BMAL1 BMP2 C1QL4 CCDC85B CCN4 DDIT3 E2F1 ENPP1 FERMT2 FLCN FOXO1 GATA2 GPER1 GPS2 ID4 IL6 INSIG1 JAG1 JDP2 LRP3 MIR103A1 MIR107 MIR128-1 MIR138-1 MIR27A MIR27B MIR448 MIR483 MIR548D1 MMP11 MSX2 PTGR3 RORA RUNX1T1 SIRT1 SIRT2 SLC7A10 SMAD3 SOD2 SORT1 TGFB1 TGFB1I1 TLCD3B TNF TRIB2 TRIB3 TRIO TRPV4 WNT1 WNT10B WNT3A WNT5A WWTR1 YAP1 ZFP36L2 ZFPM2 GOBP_NEGATIVE_REGULATION_OF_FAT_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_FAT_CELL_PROLIFERATION E2F1 E2F3 PER2 TFDP1 TREM2 GOBP_NEGATIVE_REGULATION_OF_FEEDING_BEHAVIOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_FEEDING_BEHAVIOR INS MC4R NPSR1 RETN TTC21B UCN GOBP_NEGATIVE_REGULATION_OF_FIBRINOLYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_FIBRINOLYSIS APOH CPB2 F2 HRG PLAT PLAU PLG SERPINE1 SERPINF2 THBD THBS1 USF1 VTN GOBP_NEGATIVE_REGULATION_OF_FIBROBLAST_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_FIBROBLAST_APOPTOTIC_PROCESS API5 CFDP1 CHD8 GAS6 MIR24-1 PIK3CA PIK3CG SFRP1 GOBP_NEGATIVE_REGULATION_OF_FIBROBLAST_GROWTH_FACTOR_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_FIBROBLAST_GROWTH_FACTOR_PRODUCTION MIR152 MIR195 MIR205 RGCC WNT11 GOBP_NEGATIVE_REGULATION_OF_FIBROBLAST_GROWTH_FACTOR_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_FIBROBLAST_GROWTH_FACTOR_RECEPTOR_SIGNALING_PATHWAY APLN CREB3L1 FGF2 FUZ GATA3 GPC1 MIR1-1 MIR149 MIR16-1 MIR424 MIR503 MIR573 NGFR PRDM14 SHISA2 SPRY1 SPRY2 SPRY3 SPRY4 SULF1 SULF2 THBS1 WNT4 WNT5A GOBP_NEGATIVE_REGULATION_OF_FIBROBLAST_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_FIBROBLAST_MIGRATION ARHGAP4 BRAF CYGB FGF2 HAS1 HYAL2 ITGB1BP1 MACIR NHERF1 RAC1 ZEB2 GOBP_NEGATIVE_REGULATION_OF_FIBROBLAST_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_FIBROBLAST_PROLIFERATION B4GALT7 BAX C1QL4 CAV1 CD300A CDC73 DAB2IP DACH1 EMD FBXO4 FTH1 GSTP1 IFI30 INCA1 ING5 KMT2A LTA LZTS2 MED25 MED31 MIR494 MORC3 MYC NF1 NLRC3 NUPR1 PARP10 PAWR PEX2 SFRP1 SKI SOD2 TP53 TP53INP1 TRIM32 GOBP_NEGATIVE_REGULATION_OF_FILOPODIUM_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_FILOPODIUM_ASSEMBLY ARHGAP44 CAPZB PRKCD RAB3IP SRGAP2C GOBP_NEGATIVE_REGULATION_OF_G0_TO_G1_TRANSITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_G0_TO_G1_TRANSITION CHEK1 DAB2IP DUX4 FOXO4 HLA-G MIR424 MIR503 PPP2R5B GOBP_NEGATIVE_REGULATION_OF_GENE_EXPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_GENE_EXPRESSION A1CF ABCC2 ABCD1 ABCD2 ACACB ACE ACOD1 ACP4 ACP5 ACVR1B ACVRL1 ADAM10 ADAR ADCY7 ADIPOQ ADNP AFF2 AGER AGO1 AGO2 AGO3 AGO4 AICDA AJUBA AKAP8 AKIRIN2 AKT1 ALKBH5 ANAPC2 ANG ANGEL2 ANGPT1 ANKRD34A ANKRD34B ANKRD34C ANXA1 ANXA4 ANXA7 APEX1 APLN APLNR APOA1 APOA2 APOBEC1 APOD APOE APP APPL2 ARG1 ARG2 ARRB1 ARRB2 ASB1 ASZ1 ATF4 ATF7IP ATF7IP2 ATG12 ATG5 ATM ATOH8 ATP2B1 ATP2B4 ATRX AURKA AXIN1 AXIN2 AXL BAHD1 BAK1 BANF1 BANK1 BAZ1A BAZ2A BBS2 BBS4 BCDIN3D BCL2L12 BCL3 BCL6 BEND3 BMI1 BMP2 BMP4 BMPR1A BOLL BPI BRCA1 BRIP1 BST2 BTG2 BTK BTN2A2 C1QBP C1QTNF3 C5AR2 C8orf88 CACNA2D1-AS1 CACNG7 CACTIN CALCR CALR CAPRIN1 CAPRIN2 CARD16 CARD17P CARD18 CARD8 CARHSP1 CARMN CASC3 CASP3 CAST CBX3 CCDC3 CCL3 CCN2 CCR1 CCR7 CD200 CD200R1 CD22 CD24 CD274 CD28 CD2AP CD33 CD34 CD36 CD3E CD46 CD83 CD84 CD96 CDH3 CDK1 CDK2 CDKN1A CDKN2B-AS1 CEACAM1 CELF1 CELF4 CENPV CHAC1 CHD4 CHEK1 CHID1 CHMP1A CHRNA7 CIDEA CILP CIRBP CITED2 CLDN19 CLDN3 CLDN5 CLEC4A CLP1 CMKLR1 CNOT1 CNOT10 CNOT11 CNOT2 CNOT3 CNOT4 CNOT6 CNOT6L CNOT7 CNOT8 CNOT9 CNPY2 CPB2 CPEB1 CPEB2 CPEB3 CPEB4 CPNE1 CPTP CR1 CREB3L1 CREBZF CRKL CRYAB CRYBA1 CSDC2 CSDE1 CSK CSNK2A1 CST7 CTCF CTIF CTNNB1 CTR9 CTSZ CUEDC2 CUL3 CX3CL1 CX3CR1 CXCL8 CYLD DAPK1 DAPK3 DAPL1 DAXX DAZ1 DAZ2 DAZ3 DAZ4 DAZL DCP1A DCP1B DCP2 DCPS DDIT3 DDRGK1 DDX17 DDX3X DDX4 DDX5 DDX56 DDX6 DEFB114 DGCR8 DGKQ DHFR DHFRP1 DHX34 DHX36 DHX58 DHX9 DICER1 DIP2A DIS3 DIS3L2 DKC1 DLL1 DLL4 DND1 DNM3OS DNMT1 DNMT3A DOT1L DROSHA DXO DYRK1A E2F1 EDC3 EDC4 EDN1 EHMT1 EIF2AK1 EIF2AK2 EIF2AK3 EIF2AK4 EIF2S1 EIF3E EIF4A3 EIF4E EIF4E2 EIF4EBP1 EIF4EBP2 EIF4EBP3 EIF4ENIF1 EIF4G1 EIF6 ELANE ELAVL1 ELAVL4 ELF4 ELOB ELOC EMILIN1 ENC1 ENG EPC1 EPHA2 EPHA4 EPHB2 EPRS1 EPX ERBIN ERI1 ERN1 ERP29 ESR1 ETF1 EXD1 EXOSC10 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 EXTL3 EZH1 EZH2 EZR F2 F2RL1 FAM172A FAM172BP FASTK FASTKD1 FASTKD2 FASTKD3 FASTKD5 FBL FBLL1 FBXW7 FCGR2B FCRL3 FERMT1 FFAR1 FFAR4 FGF19 FGF2 FKBP6 FLCN FLOT2 FMR1 FN1 FOCAD FOXJ1 FOXP1 FOXP3 FTO FURIN FUS FXR1 FXR2 FYN GAPDH GAS1 GAS5 GAS6 GATA2 GATA3 GATA5 GATA6 GBA1 GBP1 GBP7 GDNF GGNBP2 GHRL GHSR GIGYF2 GIT1 GLG1 GPAT2 GPATCH3 GPER1 GPNMB GPR18 GRB7 GSK3A GSK3B GSPT1 GSPT2 GSTP1 GTPBP1 GZMB H1-0 H1-9P H19 H3-3A H3-3B HAND2 HAT1 HAVCR2 HBS1L HDAC1 HDAC2 HDAC4 HDAC5 HDAC6 HDAC7 HDAC9 HELLS HELZ HELZ2 HENMT1 HES1 HEY2 HEYL HFE HGF HIF1A HINFP HLA-DRB1 HLA-F HMGA2 HMGB1 HMGB2 HNRNPA0 HNRNPA2B1 HNRNPAB HNRNPC HNRNPD HNRNPK HNRNPR HNRNPU HOMER2 HOMER3 HOXA10-AS HOXA11-AS HOXB-AS3 HRAS HSF1 HSP90AB1 HSPA1A HSPA1B ID2 ID3 IDO1 IFI16 IFNA2 IFNB1 IFNG IFNL1 IFRD2 IGF1 IGF2BP1 IGF2BP2 IGF2BP3 IGFBP5 IKBKE IL10 IL12A IL12B IL13 IL13RA2 IL1R2 IL1RL1 IL20RB IL23A IL23R IL27RA IL33 IL36RN IL37 IL4 IL6 ILF3 ILRUN ING2 INHA INHBA INHBB INPP5D INPP5E INPPL1 INS IQGAP3 IRAK3 IREB2 IRGM ITCH ITGB8 JAK3 JARID2 KAT2B KAT5 KCNQ1 KCNQ1OT1 KDM1A KDM4A KDM5A KDR KHSRP KLF2 KLF4 KLHL22 KMT2D KPNA7 L3MBTL1 L3MBTL3 LAG3 LAPTM4B LAPTM5 LARP1 LARP1B LARP4B LARP7 LBP LDLR LEF1 LGALS9 LGALS9B LGALS9C LGMN LGR4 LHX2 LILRA4 LILRA5 LILRB1 LILRB4 LIMD1 LIN28A LIN28B LINC00461 LL22NC03-63E9.3 LMNA LMNB1 LMNB2 LRP1 LRP3 LRRC32 LRRK2 LSM1 LSM14A LSM2 LSM4 LSM5 LSM6 LSM7 LTF MACIR MACROH2A1 MACROH2A2 MAEL MAGEA3 MAGOH MAGOHB MALSU1 MAP2K5 MAP3K7 MAPK14 MAPKAPK2 MAPKBP1 MAPT MAPT-AS1 MARK1 MAX MBD1 MBD2 MBD3 MBD3L1 MBD3L2 MBD3L2B MBD3L3 MBD3L4 MBD3L5 MC1R MDM2 MECP2 MEF2C MEFV MEG3 MEIOC MERTK METTL14 METTL16 METTL3 MEX3D MIAT MIF MIR1-1 MIR1-2 MIR100 MIR101-1 MIR101-2 MIR103A1 MIR103A2 MIR103B1 MIR103B2 MIR105-1 MIR105-2 MIR106A MIR106B MIR107 MIR10A MIR10B MIR1178 MIR1180 MIR1183 MIR1185-1 MIR1185-2 MIR1197 MIR1207 MIR1208 MIR122 MIR1224 MIR1225 MIR1226 MIR1227 MIR1237 MIR124-1 MIR124-2 MIR124-3 MIR1246 MIR1249 MIR1251 MIR1253 MIR1255B1 MIR125A MIR125B1 MIR125B2 MIR126 MIR1262 MIR1265 MIR127 MIR1271 MIR1275 MIR1277 MIR128-1 MIR1283-1 MIR1283-2 MIR1287 MIR129-1 MIR129-2 MIR1296 MIR1298 MIR1302-2 MIR1302-4 MIR1302-5 MIR1306 MIR1307 MIR130A MIR130B MIR132 MIR133A1 MIR133A1HG MIR133A2 MIR133B MIR134 MIR135A1 MIR135A2 MIR135B MIR136 MIR137 MIR137HG MIR138-1 MIR138-2 MIR139 MIR140 MIR141 MIR142 MIR143 MIR144 MIR145 MIR146A MIR146B MIR147A MIR147B MIR148A MIR148B MIR149 MIR150 MIR151A MIR152 MIR153-1 MIR154 MIR155 MIR155HG MIR15A MIR15B MIR16-1 MIR16-2 MIR17 MIR17HG MIR181A1 MIR181A2 MIR181B1 MIR181B2 MIR181C MIR181D MIR182 MIR1827 MIR183 MIR184 MIR185 MIR186 MIR187 MIR188 MIR18A MIR18B MIR1908 MIR190A MIR190B MIR191 MIR1912 MIR192 MIR193A MIR193B MIR194-1 MIR194-2 MIR195 MIR196A1 MIR196A2 MIR196B MIR197 MIR198 MIR199A1 MIR199A2 MIR199B MIR19A MIR19B1 MIR19B2 MIR200A MIR200B MIR200C MIR203A MIR203B MIR204 MIR205 MIR206 MIR208A MIR208B MIR20A MIR20B MIR21 MIR210 MIR212 MIR214 MIR215 MIR216A MIR216B MIR217 MIR218-1 MIR218-2 MIR219A1 MIR219A2 MIR219B MIR22 MIR221 MIR222 MIR223 MIR224 MIR2355 MIR23A MIR23AHG MIR23B MIR24-1 MIR24-2 MIR25 MIR26A1 MIR26A2 MIR26B MIR27A MIR27B MIR28 MIR296 MIR298 MIR299 MIR29A MIR29B1 MIR29B2 MIR29B2CHG MIR29C MIR300 MIR301A MIR301B MIR302A MIR302B MIR302C MIR302D MIR302E MIR3065 MIR3074 MIR30A MIR30B MIR30C1 MIR30C2 MIR30D MIR30E MIR31 MIR3120 MIR3142HG MIR3148 MIR3173 MIR3179-2 MIR3180-2 MIR3180-3 MIR3180-4 MIR3180-5 MIR3184 MIR32 MIR320A MIR320B1 MIR320B2 MIR320C1 MIR320C2 MIR320D1 MIR320D2 MIR320E MIR323A MIR323B MIR324 MIR326 MIR328 MIR329-1 MIR329-2 MIR330 MIR331 MIR335 MIR337 MIR338 MIR339 MIR33A MIR33B MIR340 MIR342 MIR345 MIR346 MIR34A MIR34AHG MIR34B MIR34BHG MIR34C MIR3529 MIR3591 MIR361 MIR3619 MIR362 MIR363 MIR365A MIR3661 MIR367 MIR3677HG MIR369 MIR370 MIR371A MIR372 MIR373 MIR374A MIR374B MIR374C MIR375 MIR376A2 MIR376B MIR376C MIR377 MIR378A MIR379 MIR381 MIR382 MIR383 MIR384 MIR3909 MIR409 MIR410 MIR411 MIR412 MIR422A MIR423 MIR424 MIR425 MIR4286 MIR429 MIR432 MIR433 MIR448 MIR449A MIR449B MIR449C MIR450A1 MIR450A2 MIR450B MIR451A MIR451B MIR452 MIR454 MIR455 MIR4632 MIR4686 MIR483 MIR484 MIR485 MIR486-1 MIR486-2 MIR487A MIR487B MIR488 MIR489 MIR490 MIR491 MIR492 MIR493 MIR494 MIR495 MIR496 MIR497 MIR498 MIR499A MIR499B MIR500A MIR500B MIR501 MIR502 MIR503 MIR504 MIR505 MIR506 MIR508 MIR509-1 MIR511 MIR514A1 MIR515-1 MIR516A1 MIR516A2 MIR516B1 MIR516B2 MIR517A MIR517B MIR517C MIR518A1 MIR518A2 MIR518B MIR518C MIR518D MIR518E MIR518F MIR519A1 MIR519A2 MIR519B MIR519C MIR519D MIR519E MIR520A MIR520B MIR520C MIR520D MIR520E MIR520F MIR520G MIR520H MIR521-1 MIR521-2 MIR522 MIR523 MIR524 MIR525 MIR526A1 MIR526A2 MIR526B MIR527 MIR532 MIR539 MIR541 MIR542 MIR543 MIR544A MIR548A3 MIR548AA2 MIR548AJ2 MIR548AZ MIR548C MIR548D1 MIR548D2 MIR548H2 MIR548H3 MIR548H4 MIR548M MIR548P MIR548X2 MIR549A MIR550A1 MIR550A2 MIR550A3 MIR550B1 MIR550B2 MIR551A MIR551B MIR552 MIR553 MIR554 MIR556 MIR557 MIR558 MIR5588 MIR562 MIR563 MIR564 MIR567 MIR569 MIR572 MIR573 MIR574 MIR575 MIR576 MIR577 MIR578 MIR580 MIR581 MIR582 MIR583 MIR584 MIR586 MIR588 MIR589 MIR590 MIR592 MIR593 MIR595 MIR597 MIR599 MIR600 MIR601 MIR604 MIR605 MIR607 MIR608 MIR6086 MIR609 MIR611 MIR612 MIR613 MIR615 MIR616 MIR618 MIR621 MIR624 MIR625 MIR626 MIR628 MIR631 MIR632 MIR633 MIR636 MIR638 MIR639 MIR640 MIR642A MIR642B MIR643 MIR644A MIR648 MIR649 MIR650 MIR651 MIR652 MIR653 MIR654 MIR655 MIR656 MIR657 MIR659 MIR660 MIR661 MIR662 MIR663A MIR663B MIR665 MIR668 MIR671 MIR675 MIR676 MIR6869 MIR7-1 MIR7-2 MIR7-3 MIR708 MIR711 MIR744 MIR758 MIR760 MIR761 MIR764 MIR765 MIR766 MIR767 MIR769 MIR770 MIR802 MIR873 MIR874 MIR875 MIR876 MIR877 MIR885 MIR887 MIR889 MIR891A MIR891B MIR892B MIR9-1 MIR9-2 MIR9-3 MIR920 MIR922 MIR924 MIR92A1 MIR92A2 MIR92B MIR93 MIR934 MIR935 MIR936 MIR937 MIR938 MIR939 MIR940 MIR942 MIR944 MIR96 MIR98 MIR99A MIR99B MIRLET7A1 MIRLET7A2 MIRLET7A3 MIRLET7B MIRLET7BHG MIRLET7C MIRLET7D MIRLET7E MIRLET7F1 MIRLET7F2 MIRLET7G MIRLET7I MKKS MLH1 MORC1 MORC2 MORC3 MOV10 MOV10L1 MPHOSPH8 MRPL13 MRTO4 MSR1 MTA1 MTPAP MUL1 MYADM MYC MYCN MYD88 N4BP1 NANOS1 NANOS2 NANOS3 NAV3 NBAS NBDY NCBP1 NCBP2 NCBP3 NCKAP1L NCL NDFIP1 NDFIP2 NDRG2 NEAT1 NFKB1 NFKBIL1 NHLRC1 NHLRC3 NKX3-1 NLRC3 NLRP12 NLRP2B NLRP3 NLRP6 NLRP7 NLRX1 NMB NMBR NMI NMNAT2 NOCT NOD2 NOG NOL3 NOS2 NOTCH1 NOTCH2 NPLOC4 NPM1 NPTN NR0B2 NR1H4 NRDE2 NT5C3B NTS NUDT12 NUDT16 NUDT16L1 NUP155 OAS1 OAS3 OCLN OIP5-AS1 OLFM1 OPRD1 ORM1 OTUD5 OTUD7B OVOL2 PABPC1 PABPC4 PABPN1L PAIP1 PAIP2 PAIP2B PAN2 PAN3 PARK7 PARN PARP10 PARP14 PARP15 PARP16 PARP3 PARP9 PATL1 PATL2 PAWR PC PCBP4 PCID2 PCIF1 PDCD10 PDCD1LG2 PDCD4 PDE12 PDGFB PELO PGLYRP1 PGLYRP2 PGLYRP3 PGR PHF19 PHF2 PHF8 PIAS3 PIBF1 PICALM PIK3CA PINK1 PIWIL1 PIWIL2 PIWIL3 PIWIL4 PKP1 PKP3 PLA2G10 PLA2G3 PLAG1 PLAT PLAU PLD6 PLEKHN1 PML PNLDC1 PNPT1 PNRC1 PNRC2 POLE3 POLR2G POMC POU3F2 POU4F1 PPARA PPARG PPHLN1 PPM1B PPM1D PPP1R11 PPP2CB PPP3CA PRDM1 PRG2 PRG3 PRKAA1 PRKAA2 PRKAR1A PRKCA PRKCD PRKN PRKRA PRNP PRR5L PSEN1 PSG9 PTBP1 PTBP2 PTBP3 PTGER4 PTH PTPN11 PTPN22 PTPN6 PTPRC PTPRS PTRH2 PUM1 PUM2 PURA PUS10 PUS7 PYCARD PYDC1 PYDC2 PYM1 RABGEF1 RAC1 RACK1 RAD21 RAN RARA RB1 RBL1 RBL2 RBM10 RBM20 RBM24 RBM4 RBM42 RBM46 RBM47 RBM8A RBMS3 RBMX RBX1 RC3H1 RC3H2 RCOR1 REL RELB RESF1 REST RGCC RGS2 RIDA RIF1 RIPK1 RMRP RNASEH2B RNASEL RNF125 RNF128 RNF139 RNF216 RNH1 RNPS1 ROBO1 ROCK1 ROCK2 RPL13A RPS13 RPS26 RPS3 RPS6KA4 RPS6KA5 RRP8 SAMD1 SAMD4A SAMD4B SAMD7 SAP18 SARS1 SCGB1A1 SCMH1 SDR16C5 SECISBP2 SELENOS SERBP1 SERPINB1 SERPINE1 SERPINE2 SERPINF1 SERPINF2 SESN2 SETDB1 SETDB2 SFMBT2 SFRP1 SFRP2 SFSWAP SFTPD SH3GL2 SHFL SHH SHMT1 SHMT2 SHQ1 SIGIRR SIGLEC1 SIN3A SIRPA SIRT1 SIRT2 SIRT4 SIRT6 SIRT7 SKIC2 SKIC3 SKIC8 SLAMF1 SLC11A1 SLC24A3 SLC2A10 SLC35C2 SLC7A5 SLFN14 SLIT3 SMAD1 SMAD2 SMAD3 SMAD5 SMAD5-AS1 SMAD7 SMARCA5 SMCHD1 SMCR8 SMG1 SMG5 SMG6 SMG7 SMG8 SMG9 SMO SMYD5 SND1 SNIP1 SNX12 SOCS5 SOX11 SOX9 SPACA6-AS1 SPI1 SPINK5 SPINK7 SPOCD1 SPOUT1 SPTY2D1 SRC SRGN SRP9 SRRT SRSF10 SRSF12 SRSF3 SRSF4 SRSF6 SRSF7 SRSF9 SSB SSC5D STAT3 STAU1 STC2 STOX1 SUPV3L1 SUV39H1 SUV39H2 SUZ12 SYNCRIP SYT11 TAF1 TAF15 TARBP2 TARDBP TASOR TASOR2 TBK1 TBRG4 TBX21 TCEAL1 TDRD1 TDRD12 TDRD5 TDRD6 TDRD7 TDRD9 TDRKH TENT2 TENT4A TENT4B TENT5A TENT5B TENT5C TENT5D TERF2 TERT TET1 TEX15 TFAP2C TFAP4 TGFB1 TGFB2 TGFB3 TGIF1 THBS1 THOC1 THRAP3 TIA1 TIAL1 TIGIT TIPARP TIRAP TLE5 TLR4 TLR6 TLR8 TMBIM6 TMEM98 TMF1 TMSB4X TNF TNFAIP3 TNFRSF21 TNFSF4 TNKS1BP1 TNP1 TNRC6A TNRC6B TNRC6C TOB1 TP53 TP53INP1 TPR TRAF2 TRAF3IP1 TRAF3IP2 TRAF5 TRAIP TREM2 TRIB2 TRIM2 TRIM27 TRIM28 TRIM3 TRIM37 TRIM6 TRIM71 TRIP12 TRUB1 TSC1 TSIX TSKU TSN TSNAX TSPO TTBK1 TTC5 TUSC2 TUSC8 TUT1 TUT4 TUT7 TWIST1 TWSG1 TYMS TYROBP U2AF2 UBR2 UBR5 UCN UFD1 UHRF1 UNK UPF1 UPF2 UPF3A UPF3B UPK3B USP17L2 USP7 VEGFA VHL VIM VIP VPS35 VSIG4 VSIR WFS1 WNT11 WNT4 WTIP WWP2 XAF1 XCL1 XDH XIAP XIST XPO5 XRN1 XRN2 YAP1 YBX1 YBX3 YTHDF1 YTHDF2 YTHDF3 YY1 ZAR1 ZAR1L ZBTB20 ZBTB7B ZC3H10 ZC3H12A ZC3H12D ZC3H14 ZC3H7A ZC3H7B ZC3HAV1 ZCCHC7 ZFAT-AS1 ZFP36 ZFP36L1 ZFP36L2 ZFPM1 ZHX2 ZMPSTE24 ZNF148 ZNF281 ZNF304 ZNF410 ZNF445 ZNF503 ZNF540 ZNF598 ZNFX1 ZPBP2 ZSWIM8 GOBP_NEGATIVE_REGULATION_OF_GENE_EXPRESSION_EPIGENETIC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_GENE_EXPRESSION_EPIGENETIC AICDA APOBEC1 ATF7IP ATF7IP2 ATRX BAHD1 BAZ1A BAZ2A BCL6 BEND3 BMI1 BRCA1 CBX3 CDK2 CDKN2B-AS1 CENPV CHEK1 CREBZF CTCF CTR9 DNMT1 DNMT3A DOT1L DYRK1A EHMT1 EPC1 EZH1 EZH2 FAM172A FAM172BP GSK3A H1-0 H1-9P H3-3A H3-3B HAT1 HDAC1 HDAC2 HDAC4 HDAC5 HDAC6 HDAC9 HELLS HMGA2 HMGB1 IFI16 ING2 JARID2 KCNQ1OT1 KDM1A KDM5A KMT2D L3MBTL1 L3MBTL3 LHX2 LMNA LMNB1 LMNB2 MACROH2A1 MACROH2A2 MBD2 MBD3 MBD3L1 MBD3L2 MBD3L2B MBD3L3 MBD3L4 MBD3L5 MECP2 MORC2 MPHOSPH8 MTA1 MYC NRDE2 PHF19 PHF2 PHF8 POLE3 PPHLN1 PPM1D RB1 RESF1 RIF1 RRP8 SAMD1 SCMH1 SDR16C5 SETDB1 SETDB2 SIN3A SIRT1 SIRT2 SIRT6 SIRT7 SMARCA5 SMCHD1 SMYD5 SPTY2D1 SUV39H1 SUV39H2 SUZ12 TASOR TASOR2 TET1 TEX15 TFAP2C TNP1 TPR TRIM27 TRIM28 TRIM37 TRIP12 TSIX UBR2 UBR5 UHRF1 USP7 ZNF304 ZNF445 ZNFX1 GOBP_NEGATIVE_REGULATION_OF_GENE_EXPRESSION_VIA_CPG_ISLAND_METHYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_GENE_EXPRESSION_VIA_CPG_ISLAND_METHYLATION CTCF DNMT1 GSK3A HELLS UHRF1 USP7 ZNF445 GOBP_NEGATIVE_REGULATION_OF_GLIAL_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_GLIAL_CELL_DIFFERENTIATION CTNNB1 DAAM2 DAB1 DLX1 DLX2 DRD3 DUSP10 F2 GPR37L1 HES1 HES5 ID4 KDM4A LDLR LIN28A MBD1 MECP2 MIR181B1 MIR181C NF1 NKX6-1 NKX6-2 NOG NOTCH1 NR1D1 NR2E1 TMEM98 TREM2 GOBP_NEGATIVE_REGULATION_OF_GLIAL_CELL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_GLIAL_CELL_MIGRATION ATP1B2 BMERB1 CERS2 NF1 RRAS STAP1 GOBP_NEGATIVE_REGULATION_OF_GLIAL_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_GLIAL_CELL_PROLIFERATION ABCC8 ASCL2 CDKN2B CERS2 DICER1 HES1 MIR146A NF1 NF2 NOTCH1 RB1 RNF10 SKI SOX10 SOX11 TP53 TSPO GOBP_NEGATIVE_REGULATION_OF_GLIOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_GLIOGENESIS ABCC8 ASCL2 ATOH1 CDKN2B CERS2 CTNNB1 DAAM2 DAB1 DICER1 DLX1 DLX2 DRD3 DUSP10 F2 GPR37L1 HES1 HES5 ID4 KDM4A LDLR LIN28A MBD1 MECP2 MIR146A MIR181B1 MIR181C NF1 NF2 NKX6-1 NKX6-2 NOG NOTCH1 NR1D1 NR2E1 PITX3 RB1 RNF10 SIRT2 SKI SOX10 SOX11 TMEM98 TP53 TREM2 TSPO GOBP_NEGATIVE_REGULATION_OF_GLUCOCORTICOID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_GLUCOCORTICOID_METABOLIC_PROCESS ATP1A1 BMP2 BMP5 DKK3 REST GOBP_NEGATIVE_REGULATION_OF_GLUCONEOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_GLUCONEOGENESIS ADIPOQ C1QTNF12 C1QTNF3 CLK2 CRY1 EP300 ERFE GCK INS KAT2A LEPR MST1 PGP SERPINA12 SIK1 SIRT6 SOGA1 TCF7L2 USP7 GOBP_NEGATIVE_REGULATION_OF_GLUCOSE_IMPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_GLUCOSE_IMPORT ACE APPL2 ENPP1 GRB10 GSK3A LEP MIR103A1 MIR107 MIR143 OSTN PEA15 PID1 SELENOS SIRT6 STXBP3 TNF GOBP_NEGATIVE_REGULATION_OF_GLUCOSE_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_GLUCOSE_TRANSMEMBRANE_TRANSPORT ACE APPL2 ENPP1 FABP5 GRB10 GSK3A IL1B INPP5K LEP MIR103A1 MIR107 MIR143 OSTN PEA15 PID1 PRKCB RSC1A1 SELENOS SIRT6 STXBP3 TNF GOBP_NEGATIVE_REGULATION_OF_GLUTAMATE_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_GLUTAMATE_SECRETION ADORA1 GRM7 HRH3 NPY5R PRKG1 TRH GOBP_NEGATIVE_REGULATION_OF_GLYCOGEN_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_GLYCOGEN_METABOLIC_PROCESS ENPP1 GSK3A GSK3B INPP5K INS MIR1271 MIR15B MIR195 PASK SELENOS GOBP_NEGATIVE_REGULATION_OF_GLYCOLYTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_GLYCOLYTIC_PROCESS ACTN3 CBFA2T3 DDIT4 FBP1 FLCN GIT1 HDAC4 IER3 NCOR1 NUPR1 PFKFB1 PPARA PPP2CA PRKACA SIRT6 SLC4A1 STAT3 TIGAR GOBP_NEGATIVE_REGULATION_OF_GLYCOPROTEIN_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_GLYCOPROTEIN_METABOLIC_PROCESS AATF ABCA7 ACOT8 AGO2 APCS BACE2 CST3 HBEGF ITM2A ITM2B ITM2C JAK3 MGAT4D MIR101-1 MIR106A MIR144 MIR147A MIR153-1 MIR17 MIR20A MIR298 MIR31 MIR323A MIR455 MIR520C MIR644A PTX3 SLC2A10 GOBP_NEGATIVE_REGULATION_OF_GONADOTROPIN_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_GONADOTROPIN_SECRETION GJA1 INHA INHBA INHBB NPVF OPRK1 TACR2 GOBP_NEGATIVE_REGULATION_OF_GRANULOCYTE_CHEMOTAXIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_GRANULOCYTE_CHEMOTAXIS C5AR2 DPP4 MIR223 SLIT2 TNFAIP6 GOBP_NEGATIVE_REGULATION_OF_GRANULOCYTE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_GRANULOCYTE_DIFFERENTIATION ADIPOQ C1QC CEACAM1 CUL4A INPP5D RARA TRIB1 ZBTB46 GOBP_NEGATIVE_REGULATION_OF_GROWTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_GROWTH ACVR1B ACVRL1 ADAM15 ADIPOR1 ADRB1 ADRB2 ADRB3 AGTR2 ALOX15B ARHGAP4 BBS2 BCL11A BCL2 BCL6 BDKRB1 BMP10 BMPR2 BRCA1 BST2 BTG1 CAPRIN2 CAV3 CCAR2 CCDC85B CCN3 CDA CDH1 CDHR2 CDK5 CDKL3 CDKN1A CDKN1B CDKN2A CDKN2AIP CDKN2C CDKN2D CGA CGRRF1 CITED2 CRLF3 CRYAB CTDP1 CYP27B1 DAB2 DACT3 DCBLD2 DCC DCSTAMP DCUN1D3 DDX3X DIP2B DNAJB2 DRAXIN DUSP10 EAF2 EI24 ENO1 ENPP1 EPHA7 ESR2 FBP1 FGF13 FGFR3 FHL1 FOXP1 FRZB FSTL4 FXN G6PD GDF15 GDF2 GDF9 GJA1 GNG4 GPC3 GREM1 GSK3A HDAC6 HIF1A HNF4A HRG HSPA1A HSPA1B HYAL1 HYAL2 IFRD1 IGFBP5 ING1 ING4 ING5 INHBA IP6K2 JADE1 JARID2 KCNK2 KIAA0319 LGMN MAG MAP2 MAPK11 MECP2 MEG3 MINAR1 MIR1-1 MIR17HG MIR199A1 MIR199B MIR200B MIR25 MIR873 MSTN MSX1 MT1A MT1B MT1E MT1F MT1G MT1H MT1M MT1X MT2A MT3 MUL1 MYL2 MYOZ1 NAIF1 NDRG3 NDUFA13 NDUFS3 NKD1 NME6 NOG NPPB NPR1 NRP1 NTN1 OSGIN1 OSGIN2 OSTN PHB1 PI16 PLAC8 PLXNA3 PML PNPT1 PPARA PPP1R9B PPP2CA PPP2R1A PPT1 PRDM11 PSRC1 PTCH1 PTEN PTK6 PTPRJ PTPRS RACK1 RAI1 RB1 RBBP7 RBP4 RERG RGMA RGS2 RGS4 RNF6 RTN4 RTN4R RYK SAV1 SCGB3A1 SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SERPINE2 SERTAD2 SERTAD3 SESN2 SFRP1 SFRP2 SH3BP4 SIPA1 SLC6A4 SLIT1 SLIT2 SLIT3 SMAD3 SMAD4 SMARCA2 SMARCA4 SOCS2 SOX17 SPAG9 SPART SPHK2 SPP1 ST20 ST7L STC2 STK11 STK3 STK4 TBX5 TCHP TGFB1 TGFB2 TLL2 TMPRSS4 TNR TOMM70 TP53 TP53TG5 TP73 TRIM40 TRIM46 TSPYL2 ULK1 ULK2 VGLL4 WFDC1 WNT11 WNT3 WNT3A WNT5A WT1 WWC1 WWC2 WWC3 YY1 GOBP_NEGATIVE_REGULATION_OF_GTPASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_GTPASE_ACTIVITY ARFGEF1 ARL2 CPEB2 DAB2IP FICD FZD10 GMIP GPSM1 HRAS KLRC4-KLRK1 KLRK1 LRCH1 LRRK2 MIR21 MIR223 PLXNB3 RASA4 RCC2 RDX RRP1B SH3BP4 TMED2 USP17L2 WNK1 GOBP_NEGATIVE_REGULATION_OF_G_PROTEIN_COUPLED_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_G_PROTEIN_COUPLED_RECEPTOR_SIGNALING_PATHWAY ADA ADM ADRB2 ADRB3 APELA APLN APLNR APLP1 ARR3 ARRB1 ARRB2 ARRDC3 ATP2B4 BECN2 BICD1 CCL5 CRTC3 CRY1 CXCL8 DRD2 DRD3 GIPR GNAI2 GPRASP1 GRK2 GRK3 GRM5 GTF2H2 HTR1B HTR2B INPP5A KLK14 MET MGRN1 MIR133A1 MRAP MRAP2 NECAB2 OPRL1 PDE4B PLEK PPP3CA RGS13 RGS14 RGS2 RGS4 RGS7 RPGRIP1L RPH3AL SAG SNCA SSTR4 STMN1 UBQLN2 YWHAB GOBP_NEGATIVE_REGULATION_OF_HAIR_FOLLICLE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_HAIR_FOLLICLE_DEVELOPMENT CDH3 DKK4 FERMT1 NGFR SMO GOBP_NEGATIVE_REGULATION_OF_HEART_RATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_HEART_RATE ADRA1A AGTR2 FKBP1B GJD3 MIR26A1 PLN RNLS SPTBN4 SPX SRI TNF TRPV1 GOBP_NEGATIVE_REGULATION_OF_HEMATOPOIETIC_PROGENITOR_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_HEMATOPOIETIC_PROGENITOR_CELL_DIFFERENTIATION DPF2 GATA2 HES1 HES5 HSPA9 METTL14 MIXL1 MYB N4BP2L2 NFE2L2 NOTCH1 PCID2 TCF15 ZFP36 GOBP_NEGATIVE_REGULATION_OF_HEMATOPOIETIC_STEM_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_HEMATOPOIETIC_STEM_CELL_DIFFERENTIATION HSPA9 N4BP2L2 NFE2L2 TCF15 ZFP36 GOBP_NEGATIVE_REGULATION_OF_HEMATOPOIETIC_STEM_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_HEMATOPOIETIC_STEM_CELL_PROLIFERATION CEBPA MIR221 MIR222 SNAI2 TSC22D1 GOBP_NEGATIVE_REGULATION_OF_HEMOPOIESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_HEMOPOIESIS ADIPOQ ANXA1 APCS ASCL2 BCL6 BMP4 C1QC CARTPT CBFB CCL3 CD74 CDK6 CEACAM1 CEBPA CLDN18 CLEC4G CR1 CTLA4 CTNNB1 CUL4A DTX1 ERBB2 ERFE FBN1 FBXO7 FBXW7 FCGR2B FGL2 FOXJ1 FOXP3 FSTL3 GATA2 GLI3 GPR137 GPR137B GPR55 GPR68 HLA-G HLX HMGB1 HOXA7 HSPA9 IAPP ID2 IFNA2 IFNB1 IFNL1 IHH IL17D IL2 IL4 IL4R INHA INHBA INPP5D IRF1 JAK3 LAG3 LILRB1 LILRB3 LILRB4 LOXL3 LRRC17 LTF LYN MAFB MDK MIR125B1 MIR21 MIR221 MIR222 MIR30B MIR486-1 MYC NF1 NRARP PGLYRP1 PGLYRP2 PGLYRP3 PIAS3 PIK3R1 PRDX2 PTPN2 RAG2 RARA RC3H1 RC3H2 RUNX1 RUNX3 SFRP1 SHH SLC4A2 SMAD7 SNAI2 SOCS1 SOCS5 TBX21 TCTA TLR3 TLR4 TMEM131L TMEM176A TMEM176B TMEM178A TNFAIP6 TNFRSF11B TNFSF18 TNFSF4 TOB2 TRIB1 TSC22D1 UBASH3B ZBTB46 ZBTB7B ZC3H12A ZC3H8 ZFPM1 ZNF675 GOBP_NEGATIVE_REGULATION_OF_HEPATOCYTE_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_HEPATOCYTE_APOPTOTIC_PROCESS ADAR CFLAR IGF1R PPARA PRKAA1 PRKAA2 RB1 GOBP_NEGATIVE_REGULATION_OF_HIPPO_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_HIPPO_SIGNALING AJUBA CIT DLG5 LIMD1 MAP2K3 MAPK14 MARK3 SHANK2 VGLL4 WTIP WWC1 WWC2 WWC3 GOBP_NEGATIVE_REGULATION_OF_HOMOTYPIC_CELL_CELL_ADHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_HOMOTYPIC_CELL_CELL_ADHESION ADAMTS18 ALOX12 C1QTNF1 CD9 CEACAM1 PRKCD PRKG1 RDX SERPINE2 SH2B3 UBASH3B ZNF703 GOBP_NEGATIVE_REGULATION_OF_HORMONE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_HORMONE_BIOSYNTHETIC_PROCESS ATP1A1 BMP2 BMP5 CYP27B1 DKK3 GFI1 NFKB1 PDE8B REST WNT4 GOBP_NEGATIVE_REGULATION_OF_HORMONE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_HORMONE_METABOLIC_PROCESS AKR1C3 ATP1A1 BMP2 BMP5 CYP27B1 DKK3 GFI1 NFKB1 PDE8B PRMT3 REST WNT4 GOBP_NEGATIVE_REGULATION_OF_HORMONE_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_HORMONE_SECRETION ABCC8 ACVR1C ADIPOQ ADORA1 ADRA2A BMP8A CARTPT CCN3 CHGA CRH CRHBP CRY1 CRY2 DRD2 EDN1 ENY2 F2RL1 FAM3D FFAR2 FFAR4 FGF23 FKBP1B FOXO1 GHRL GHSR GJA1 GNAZ HADH IL11 IL1B INHA INHBA INHBB IRS1 JAGN1 KCNB1 KCNJ11 KLF7 LEP LIF MIDN MTNR1B NDUFAF2 NMB NPVF OPRK1 OSM PDE8B PFKL PIM3 PPP3CA PRKN PSMD9 PTPN11 RAB11FIP1 RAB11FIP3 RAB11FIP5 REST SFRP1 SIRT4 SREBF1 SYTL4 TACR2 TSPO UCN UCP2 VSNL1 GOBP_NEGATIVE_REGULATION_OF_HUMORAL_IMMUNE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_HUMORAL_IMMUNE_RESPONSE A2M C4BPA C4BPB CD46 CD55 CD59 CR1 CR1L CR2 FCGR2B FOXJ1 PTPN6 SERPING1 SPINK5 SUSD4 SVEP1 VSIG4 GOBP_NEGATIVE_REGULATION_OF_HUMORAL_IMMUNE_RESPONSE_MEDIATED_BY_CIRCULATING_IMMUNOGLOBULIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_HUMORAL_IMMUNE_RESPONSE_MEDIATED_BY_CIRCULATING_IMMUNOGLOBULIN C4BPA C4BPB CD46 CR1 CR1L CR2 FCGR2B FOXJ1 PTPN6 SUSD4 SVEP1 GOBP_NEGATIVE_REGULATION_OF_HYDROGEN_PEROXIDE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_HYDROGEN_PEROXIDE_METABOLIC_PROCESS CTNS FYN HDAC6 HP MPV17L MT3 GOBP_NEGATIVE_REGULATION_OF_HYDROLASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_HYDROLASE_ACTIVITY ABCE1 ABL1 AHSG AKT1 ANGPTL3 ANGPTL4 ANXA1 ANXA8 ANXA8L1 APCS APOA2 APOC1 APOC3 AQP1 ARFGEF1 ARL2 ARL6IP1 ATP5IF1 AVP BCL2L12 BICD1 BIN1 BOD1 CAAP1 CAMK2A CARD16 CARD18 CARD8 CAST CD44 CDKN2D CHP1 CPEB2 CR1 CRB2 CRY2 CSN2 CSNK2A1 CST1 CST2 CST3 CST4 CST5 CST7 CSTA CSTB DAB2IP DDX3X DFFA DHCR24 DNAJB6 DPEP1 ECM1 EGLN1 EPPIN FABP1 FETUB FICD FKBP1A FKBP1B FNIP1 FZD10 GAPDH GAS6 GCHFR GMIP GNAT1 GPSM1 GPX1 GSK3B GZMA HDAC9 HGF HRAS HRG IFI16 IFI6 IGBP1 IKBKB KLF4 KLRC4-KLRK1 KLRK1 KNG1 LAMP3 LAMTOR5 LGALS3 LRCH1 LRP1 LRRK2 LTF MAGEA3 MAP2K5 MAPK7 MASTL MGAT5 MIR127 MIR138-1 MIR152 MIR17 MIR182 MIR195 MIR199A1 MIR19B1 MIR21 MIR223 MIR24-1 MIR29B1 MIR29C MIR339 MIR590 MIR892B MIRLET7B MMP9 NAIP NCKAP1L NEIL1 NOL3 NOS1 PAK2 PARK7 PAX2 PCID2 PICALM PIH1D1 PLA2R1 PLAUR PLIN5 PLXNB3 PPP1R14D PPP1R15A PPP1R1B PPP4R4 PTPA PTX3 RAF1 RASA4 RCC2 RDX RECK RFFL RGS2 RNF34 ROCK1 ROCK2 RPS6KA1 RPS6KA3 RRP1B SEMA4D SERPINA1 SERPINA10 SERPINA11 SERPINA12 SERPINA2 SERPINA3 SERPINA4 SERPINA5 SERPINA6 SERPINA7 SERPINA9 SERPINB1 SERPINB10 SERPINB11 SERPINB12 SERPINB13 SERPINB2 SERPINB3 SERPINB4 SERPINB5 SERPINB6 SERPINB7 SERPINB8 SERPINB9 SERPIND1 SERPINE1 SERPINE2 SERPINE3 SERPINF1 SERPINF2 SERPING1 SERPINH1 SERPINI1 SERPINI2 SFN SH3BP4 SH3RF1 SIAH2 SLC39A14 SNCA SORL1 SORT1 SPINK2 SPINK5 SPOCK1 SPOCK2 SPOCK3 SRC STYXL1 TERF1 TERF2 TGFB2 THBS1 TIMP1 TIMP2 TIMP3 TIMP4 TIPRL TMBIM6 TMED2 TNF TRIAP1 UBXN1 URI1 USP17L2 USP47 VEGFA VTN WNK1 XIAP GOBP_NEGATIVE_REGULATION_OF_HYPOXIA_INDUCED_INTRINSIC_APOPTOTIC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_HYPOXIA_INDUCED_INTRINSIC_APOPTOTIC_SIGNALING_PATHWAY ENO1 HYOU1 NOL3 PIK3CB PINK1 TMBIM6 GOBP_NEGATIVE_REGULATION_OF_IMMATURE_T_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_IMMATURE_T_CELL_PROLIFERATION BMP4 CLEC4G ERBB2 IHH TMEM131L GOBP_NEGATIVE_REGULATION_OF_IMMUNE_EFFECTOR_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_IMMUNE_EFFECTOR_PROCESS A2M ACP5 AHR ANGPT1 ANXA1 APOA1 APOA2 APPL1 ARG1 ARRB2 ASCL2 AXL BCL6 BCR BST2 C4BPA C4BPB CCR2 CD22 CD300A CD46 CD47 CD55 CD59 CD80 CD84 CD96 CEACAM1 CLEC12B CLEC4G CR1 CR1L CR2 CRK CUEDC2 CX3CR1 DUSP10 DUSP22 ENPP3 EPX FCGR2B FCRL3 FER FGL2 FOXF1 FOXJ1 FOXP3 GFER GRN HAVCR2 HFE HLA-A HLA-B HLA-E HLA-F HLA-G HLX IFNA2 IFNB1 IFNL1 IL10 IL13RA2 IL2 IL20RB IL33 IL4 IL4I1 IL4R IL7R INS IRAK3 JAK3 KIR2DL4 KLRC1 KLRD1 LGALS3 LGALS9 LILRB1 LILRB4 LOXL3 MICA MIR302A NCKAP1L NDFIP1 NLRX1 NOD2 PARP3 PGLYRP1 PGLYRP2 PGLYRP3 PPP3CB PRG2 PTPN6 PTPRC RABGEF1 RC3H1 RC3H2 RPS19 SERPINB4 SERPINB9 SERPING1 SLAMF1 SLAMF8 SMAD7 SOCS5 SPI1 SPINK5 SPN SUSD4 SVEP1 TBX21 TGFB1 TGFB2 TGFB3 THOC1 TMBIM6 TNF TNFSF18 TNFSF4 TWIST1 VSIG4 XCL1 ZBTB7B ZC3H12A ZPBP2 GOBP_NEGATIVE_REGULATION_OF_IMMUNE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_IMMUNE_RESPONSE A2M ACOD1 ADAR AHR AKT1 ALOX15 AMBP ANXA1 ARG1 ARG2 ARRB2 ASCL2 ATG12 ATG5 AURKB BANF1 BCL6 BCR C4BPA C4BPB CACTIN CCR2 CD160 CD300A CD46 CD55 CD59 CD80 CD84 CD96 CEACAM1 CEP63 CGAS CLEC12B CLEC4G CNOT7 COL3A1 CR1 CR1L CR2 CRK DCST1 DHX58 DRD2 DTX4 DUSP10 DUSP22 EIF4E2 ENPP3 FAM3A FCGR2B FCRLB FER FGL2 FGR FOXF1 FOXJ1 FOXP3 FURIN FYN GFER GIGYF2 GPR17 GPX1 GRN HAVCR2 HCK HFE HLA-A HLA-B HLA-DRB1 HLA-E HLA-F HLA-G HLX IFI16 IFNA2 IFNB1 IFNL1 IL10 IL12B IL13RA2 IL1RL1 IL2 IL20RB IL27RA IL33 IL4 IL4I1 IL4R IL7R INPP5D INS IRAK3 ISG15 JAK3 KIR2DL4 KLRC1 KLRD1 LGALS3 LGALS9 LILRB1 LILRB4 LOXL3 LYAR LYN MAPK14 METTL3 MICA MIR105-1 MIR181B1 MIR19A MIR19B1 MIR21 MIR302E MIR6869 MKRN2 MMP12 MUL1 NCKAP1L NDFIP1 NLRC3 NLRC5 NLRP4 NLRP6 NLRX1 NMI NOD2 NPY5R NR1H2 NR1H3 OAS1 OAS3 OTOP1 PARP1 PARP14 PARP3 PCBP2 PDCD1 PGLYRP1 PGLYRP2 PGLYRP3 PLCG1 PLK2 PPARG PPP3CB PPP6C PRKDC PSMA1 PSMB4 PTPN2 PTPN6 PTPRC RABGEF1 RC3H1 RC3H2 RHBDF2 RPS19 SAMHD1 SAMSN1 SELENOS SERPINB4 SERPINB9 SERPING1 SLAMF1 SLAMF8 SMAD7 SMCR8 SOCS5 SPI1 SPINK5 SPN SRC STAT2 STAT6 SUSD4 SVEP1 SYK TBX21 TGFB1 THOC1 TNFAIP3 TNFRSF14 TNFSF18 TNFSF4 TRAFD1 TREM2 TREX1 TRIM21 TRIM27 TTLL12 TYRO3 USP15 USP18 USP38 VSIG4 WDR41 XCL1 YES1 YTHDF2 YTHDF3 YWHAZ ZBTB7B ZC3H12A ZDHHC18 GOBP_NEGATIVE_REGULATION_OF_IMMUNE_SYSTEM_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_IMMUNE_SYSTEM_PROCESS A2M ACOD1 ACP5 ADA ADAR ADGRF5 ADIPOQ ADORA1 ADORA2A ADTRP AHR AKT1 ALOX15 AMBP ANGPT1 ANXA1 APCS APOA1 APOA2 APOD APPL1 ARG1 ARG2 ARRB2 ASCL2 ATG12 ATG5 ATM AURKB AXL BANF1 BANK1 BCL6 BCR BMP4 BMP5 BPI BPIFB1 BST2 BTK BTN2A2 C1QBP C1QC C4BPA C4BPB C5 C5AR2 CACTIN CARD8 CARTPT CASP3 CBFB CBLB CCL2 CCL21 CCL25 CCL28 CCL3 CCN3 CCR2 CD160 CD200 CD200R1 CD22 CD274 CD300A CD300LF CD33 CD46 CD47 CD55 CD59 CD68 CD74 CD80 CD84 CD86 CD96 CDK6 CEACAM1 CEBPA CEBPB CEP63 CGAS CLDN18 CLEC12B CLEC4G CLNK CNN2 CNOT7 CNR1 CNR2 COL3A1 CPTP CR1 CR1L CR2 CRK CRTAM CSNK1A1 CST7 CTLA4 CTNNB1 CTSG CUEDC2 CUL4A CX3CL1 CX3CR1 CXCL12 CYP19A1 DAB2IP DAPL1 DCST1 DDT DGKZ DHX58 DLG1 DLG5 DPP4 DRD2 DTX1 DTX4 DUSP1 DUSP10 DUSP22 DUSP3 EIF4E2 ELF1 EMILIN1 ENPP3 EPX ERBB2 ERBIN ERFE EZR F2RL1 FADD FAM3A FBN1 FBXL2 FBXO7 FBXW7 FCGR2B FCRL3 FCRLB FER FGL1 FGL2 FGR FN1 FOXF1 FOXJ1 FOXP3 FSTL3 FURIN FYN GAL GATA2 GBP1 GCSAM GFER GIGYF2 GLI3 GLMN GPAM GPATCH3 GPER1 GPNMB GPR108 GPR137 GPR137B GPR17 GPR18 GPR55 GPR68 GPS2 GPX1 GRAMD4 GREM1 GRN HAVCR2 HCK HFE HLA-A HLA-B HLA-DOA HLA-DOB HLA-DRB1 HLA-E HLA-F HLA-G HLX HMGB1 HMOX1 HOXA7 HSPA8 HSPA9 IAPP ID2 IDO1 IFI16 IFNA2 IFNB1 IFNL1 IHH IL10 IL12B IL13RA2 IL17D IL1RL1 IL2 IL20RB IL27RA IL2RA IL31RA IL33 IL4 IL4I1 IL4R IL7R ILDR2 INHA INHBA INPP5D INS IRAK3 IRF1 IRF4 IRGM ISG15 ITCH JAK3 KIR2DL4 KITLG KLRC1 KLRC4-KLRK1 KLRD1 KLRK1 LAG3 LAPTM5 LAX1 LDLR LGALS3 LGALS9 LGALS9B LGALS9C LGR4 LILRA2 LILRA4 LILRB1 LILRB2 LILRB3 LILRB4 LOXL3 LPXN LRCH1 LRFN5 LRRC14 LRRC17 LRRC32 LST1 LTF LYAR LYN MAD1L1 MAFB MAPK14 MARCHF7 MDK MEFV MERTK METTL3 MFHAS1 MIA3 MICA MICOS10-NBL1 MIF MILR1 MIR105-1 MIR125A MIR125B1 MIR128-1 MIR130A MIR140 MIR146A MIR149 MIR17 MIR181B1 MIR181C MIR185 MIR19A MIR19B1 MIR20A MIR21 MIR221 MIR222 MIR223 MIR24-1 MIR27A MIR302A MIR302E MIR30B MIR34A MIR486-1 MIR6869 MIR708 MKRN2 MMP12 MMP28 MNDA MUL1 MYC NBL1 NCKAP1L NDFIP1 NF1 NFKBIL1 NLRC3 NLRC5 NLRP2B NLRP4 NLRP6 NLRX1 NMI NOD2 NPLOC4 NPY5R NR1D1 NR1H2 NR1H3 NRARP OAS1 OAS3 OTOP1 OTUD4 PADI2 PAG1 PARP1 PARP14 PARP3 PAWR PCBP2 PDCD1 PDCD1LG2 PDE5A PDPK1 PELI1 PGLYRP1 PGLYRP2 PGLYRP3 PHPT1 PIAS3 PIBF1 PIK3R1 PKN1 PLA2G2A PLA2G2D PLA2G2E PLA2G2F PLA2G5 PLCB1 PLCG1 PLCL2 PLK2 PPARG PPP3CB PPP6C PRDX2 PRG2 PRKAR1A PRKDC PRNP PSMA1 PSMB4 PTGER4 PTPN2 PTPN22 PTPN6 PTPRC PTPRJ PTPRS PVRIG PYDC1 PYDC2 PYDC5 RAB7B RABGEF1 RAG2 RARA RASSF5 RC3H1 RC3H2 RHBDD3 RHBDF2 RIN3 RIOK3 RIPOR2 RNF125 RPS19 RUNX1 RUNX3 SAMHD1 SAMSN1 SARM1 SCGB1A1 SCRIB SDC4 SEC14L1 SELENOS SERPINB4 SERPINB9 SERPING1 SFRP1 SFTPD SH2D1A SHH SIRT2 SLA2 SLAMF1 SLAMF8 SLC4A2 SLIT2 SMAD7 SMCR8 SMPDL3B SNAI2 SOCS1 SOCS5 SOCS6 SOX11 SOX9 SPI1 SPINK5 SPN SRC STAP1 STAT2 STAT6 SUSD4 SVEP1 SYK SYT11 TAFA3 TAPBPL TARBP2 TARM1 TBC1D10C TBX21 TCTA TGFB1 TGFB2 TGFB3 THBS1 THOC1 THY1 TIGIT TKFC TLR3 TLR4 TLR6 TMBIM6 TMEM131L TMEM176A TMEM176B TMEM178A TNF TNFAIP3 TNFAIP6 TNFAIP8L2 TNFRSF11B TNFRSF13B TNFRSF14 TNFRSF21 TNFSF18 TNFSF4 TOB2 TRAFD1 TREM2 TREX1 TRIB1 TRIM11 TRIM21 TRIM27 TRIM31 TSC22D1 TSC22D3 TSPAN32 TSPAN6 TTLL12 TWIST1 TWSG1 TYRO3 TYROBP UBASH3A UBASH3B UBQLN1 UFD1 USP15 USP18 USP38 VSIG4 VSIR VTCN1 WASL WDR41 XCL1 YES1 YTHDF2 YTHDF3 YWHAZ ZBTB46 ZBTB7B ZC3H12A ZC3H8 ZDHHC12 ZDHHC18 ZFPM1 ZNF675 ZNRF4 ZPBP2 GOBP_NEGATIVE_REGULATION_OF_IMMUNOGLOBULIN_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_IMMUNOGLOBULIN_PRODUCTION BCL6 CD22 CR1 FCGR2B FCRL3 FOXP3 IL13RA2 IL33 NDFIP1 PARP3 THOC1 TMBIM6 ZPBP2 GOBP_NEGATIVE_REGULATION_OF_INCLUSION_BODY_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_INCLUSION_BODY_ASSEMBLY DNAJA4 DNAJB1 DNAJB2 DNAJB6 DNAJB8 HSF1 HSPA1A HSPA1B HSPA2 IFNB1 SACS SORL1 GOBP_NEGATIVE_REGULATION_OF_INFLAMMASOME_MEDIATED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_INFLAMMASOME_MEDIATED_SIGNALING_PATHWAY CARD8 CPTP CSNK1A1 FBXL2 HSPA8 IRGM MEFV NLRC3 NLRP2B PYDC1 PYDC2 PYDC5 SIRT2 TREM2 TRIM11 TRIM31 ZDHHC12 GOBP_NEGATIVE_REGULATION_OF_INFLAMMATORY_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_INFLAMMATORY_RESPONSE ACOD1 ACP5 ADA ADIPOQ ADORA1 ADORA2A AHR ALOX5 AOAH APCS APOA1 APOE ARNT ASH1L BCR C1QTNF12 C1QTNF3 CCN3 CD200 CD200R1 CDH5 CHRNA7 CST7 CX3CL1 CXCL17 CYLD CYP19A1 DUSP10 ELANE ELF4 ENPP3 EXTL3 FCGR2B FEM1A FFAR4 FGR FNDC4 FOXF1 FOXP3 FPR2 FURIN FXR1 FYN GATA3 GBA1 GHRL GHSR GIT1 GPER1 GPR17 GPR31 GPS2 GPX1 GRN GSTP1 HAMP HCK HGF HLA-DRB1 IER3 IGF1 IL10 IL10RA IL12B IL13 IL17A IL2 IL20RB IL22 IL22RA1 IL22RA2 IL2RA IL33 IL4 INS IRGM ISL1 KLF4 KRT1 LDLR LPCAT3 LRFN5 LYN MACIR MAPK14 MAPK7 MDK MEFV METRNL MFHAS1 MIR105-1 MIR126 MIR138-1 MIR141 MIR142 MIR145 MIR146A MIR149 MIR15A MIR15B MIR16-1 MIR181A2 MIR181B1 MIR181C MIR187 MIR195 MIR199A1 MIR19A MIR19B1 MIR204 MIR205 MIR20A MIR221 MIR222 MIR223 MIR26A1 MIR302E MIR30C2 MIR31 MIR3909 MIR4286 MIR488 MIR590 MIR6869 MIR766 MIR920 MIR92A1 MIRLET7G MKRN2 MMP26 MVK NDFIP1 NFKB1 NLRC3 NLRP12 NLRP3 NLRP6 NLRX1 NOD2 NPY5R NR1D1 NR1D2 NR1H3 NR1H4 NT5E OTULIN PBK PGLYRP1 PLA2G10 PLCG1 PLK2 PPARA PPARD PPARG PRKCD PROC PSMA1 PSMB4 PTGER4 PTGIS PTPN2 PTPN6 PTPRC PYDC2 RABGEF1 RB1 REG3A RHBDF2 RORA RPS19 SAA1 SELENOS SHARPIN SIGLEC10 SIRPA SLAMF8 SLC39A8 SMAD3 SMPDL3B SOCS3 SOCS5 SOD1 SPN SRC STAT3 SYK SYT11 TAFA3 TEK TNFAIP3 TNFAIP6 TNFAIP8L2 TNFRSF1A TNFRSF1B TREM2 TRIM45 TRIM65 TYRO3 VPS35 WFDC1 YES1 ZFP36 GOBP_NEGATIVE_REGULATION_OF_INFLAMMATORY_RESPONSE_TO_ANTIGENIC_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_INFLAMMATORY_RESPONSE_TO_ANTIGENIC_STIMULUS FCGR2B FGR FURIN FYN GPR17 GPX1 HCK HLA-DRB1 IL10 IL12B IL20RB LYN MAPK14 MIR105-1 MIR19A MIR19B1 MIR302E MIR6869 MKRN2 NLRP6 NOD2 NPY5R PLCG1 PLK2 PSMA1 PSMB4 RHBDF2 SELENOS SPN SRC SYK TREM2 YES1 GOBP_NEGATIVE_REGULATION_OF_INFLAMMATORY_RESPONSE_TO_WOUNDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_INFLAMMATORY_RESPONSE_TO_WOUNDING EXTL3 GIT1 IL17A IL33 MDK PTPN6 REG3A SIGLEC10 STAT3 GOBP_NEGATIVE_REGULATION_OF_INNATE_IMMUNE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_INNATE_IMMUNE_RESPONSE A2M ACOD1 ADAR AKT1 ARG1 ARRB2 ATG12 ATG5 AURKB BANF1 CACTIN CD96 CEACAM1 CEP63 CGAS CLEC12B CNOT7 CR1 CRK DCST1 DHX58 DRD2 DTX4 DUSP10 EIF4E2 FAM3A GFER GIGYF2 GRN HAVCR2 HLA-A HLA-B HLA-E HLA-F HLA-G IFI16 INS IRAK3 ISG15 KIR2DL4 KLRC1 KLRD1 LGALS9 LILRB1 LYAR METTL3 MICA MIR181B1 MIR21 MMP12 MUL1 NLRC3 NLRC5 NLRP4 NLRX1 NMI NR1H2 NR1H3 OAS1 OAS3 OTOP1 PARP1 PARP14 PCBP2 PPARG PPP6C PRKDC PTPN2 RPS19 SAMHD1 SERPINB4 SERPINB9 SERPING1 SLAMF8 STAT2 SUSD4 TGFB1 TNFAIP3 TRAFD1 TREX1 TRIM21 TTLL12 TYRO3 USP15 USP18 USP38 VSIG4 YTHDF2 YTHDF3 YWHAZ ZDHHC18 GOBP_NEGATIVE_REGULATION_OF_INSULIN_LIKE_GROWTH_FACTOR_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_INSULIN_LIKE_GROWTH_FACTOR_RECEPTOR_SIGNALING_PATHWAY BMP2 BMP5 CILP IGFBP5 INPPL1 MIR1-1 MIR29C NKX3-1 TRIM72 GOBP_NEGATIVE_REGULATION_OF_INSULIN_SECRETION_INVOLVED_IN_CELLULAR_RESPONSE_TO_GLUCOSE_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_INSULIN_SECRETION_INVOLVED_IN_CELLULAR_RESPONSE_TO_GLUCOSE_STIMULUS ADRA2A ENY2 FKBP1B JAGN1 KLF7 NDUFAF2 PDE8B PIM3 UCP2 GOBP_NEGATIVE_REGULATION_OF_INTERFERON_ALPHA_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_INTERFERON_ALPHA_PRODUCTION HAVCR2 IL10 LILRA4 NLRC3 NMI PTPRS GOBP_NEGATIVE_REGULATION_OF_INTERFERON_BETA_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_INTERFERON_BETA_PRODUCTION CACTIN LILRB1 MIR26B MORC3 NLRC3 NLRX1 NMI PPM1B PTPRS PYCARD REL RELB SIRPA TRAIP YY1 GOBP_NEGATIVE_REGULATION_OF_INTERLEUKIN_10_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_INTERLEUKIN_10_PRODUCTION AGER BTK CD274 DLL1 EPX FCGR2B FOXP3 IDO1 IL12B IL23A IL23R JAK3 LILRB1 LILRB4 MIR106A MIR194-1 MIR98 MIRLET7C PDCD1LG2 PRG2 TNFRSF21 TRIB2 TYROBP VSIR GOBP_NEGATIVE_REGULATION_OF_INTERLEUKIN_12_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_INTERLEUKIN_12_PRODUCTION ACP5 ARRB2 C1QBP CCR7 CMKLR1 IL10 IRAK3 JAK3 LILRA5 LILRB1 MEFV MIR21 NFKB1 NOD2 PIBF1 SLAMF1 THBS1 TIGIT TLR8 GOBP_NEGATIVE_REGULATION_OF_INTERLEUKIN_13_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_INTERLEUKIN_13_PRODUCTION ARG2 IFNA2 IFNL1 LEF1 LILRA5 SCGB1A1 TNFRSF21 GOBP_NEGATIVE_REGULATION_OF_INTERLEUKIN_17_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_INTERLEUKIN_17_PRODUCTION ARG2 DDIT3 FOXP3 IFNG IL12A IL12B IL27RA IL36RN MIR135A1 MIR136 MIR146B MIR181C MIR20A MIR26A1 MIR383 MIRLET7F1 NCKAP1L PRNP TLR4 TNFSF4 TUSC2 VSIR GOBP_NEGATIVE_REGULATION_OF_INTERLEUKIN_18_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_INTERLEUKIN_18_PRODUCTION CD84 IL10 MIR197 MIR411 NOD2 GOBP_NEGATIVE_REGULATION_OF_INTERLEUKIN_1_ALPHA_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_INTERLEUKIN_1_ALPHA_PRODUCTION CX3CL1 IL1R2 MIR142 MIR181A2 MIR181C GOBP_NEGATIVE_REGULATION_OF_INTERLEUKIN_1_MEDIATED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_INTERLEUKIN_1_MEDIATED_SIGNALING_PATHWAY IL1R2 IL1RN IL6 MIR21 MIR27A OTUD4 ZNF675 GOBP_NEGATIVE_REGULATION_OF_INTERLEUKIN_1_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_INTERLEUKIN_1_PRODUCTION ACP5 APOA1 ARRB2 CARD16 CARD17P CARD18 CARD8 CD33 CEACAM1 CHRNA7 CPTP CX3CL1 CX3CR1 ELF4 FFAR1 FFAR4 GAS6 GHRL GHSR GIT1 GSTP1 IGF1 IL10 IL1R2 LILRB4 MEFV MIR101-1 MIR132 MIR142 MIR181A2 MIR181C MIR181D MIR195 MIR204 MIR27B MIR488 MIR708 MIR766 MIR877 MIR920 MIR98 NLRP12 NLRP2B NLRP3 NLRP7 NR1H4 PML PYDC1 PYDC2 RAD21 SERPINB1 TNFAIP3 TREM2 ZC3H12A GOBP_NEGATIVE_REGULATION_OF_INTERLEUKIN_21_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_INTERLEUKIN_21_PRODUCTION MIR192 MIR21 MIR215 MIR221 MIR222 GOBP_NEGATIVE_REGULATION_OF_INTERLEUKIN_2_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_INTERLEUKIN_2_PRODUCTION CD34 CR1 EZR FOXP3 GATA3 GBP1 HAVCR2 HDAC7 HOMER2 HOMER3 IL20RB KAT5 LAG3 LAPTM5 LILRB4 MIR181C NAV3 NOD2 NR1H4 PRNP PTPRC SFTPD TBX21 TNFAIP3 TRIM27 VSIG4 XCL1 ZFP36 GOBP_NEGATIVE_REGULATION_OF_INTERLEUKIN_4_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_INTERLEUKIN_4_PRODUCTION CD83 DDIT3 FOXP3 LEF1 MIR320A NDFIP1 SCGB1A1 ZFPM1 GOBP_NEGATIVE_REGULATION_OF_INTERLEUKIN_5_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_INTERLEUKIN_5_PRODUCTION EPX FOXP3 IFNA2 IFNL1 LEF1 LILRB4 SCGB1A1 TNFRSF21 GOBP_NEGATIVE_REGULATION_OF_INTERLEUKIN_6_MEDIATED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_INTERLEUKIN_6_MEDIATED_SIGNALING_PATHWAY MIR125A MIR125B1 MIR26A1 MIR98 MIR99A MIRLET7A1 MIRLET7C MIRLET7E PTPN2 GOBP_NEGATIVE_REGULATION_OF_INTERLEUKIN_6_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_INTERLEUKIN_6_PRODUCTION ARRB1 ARRB2 BANK1 BPI C1QTNF3 C5AR2 CD200 CD200R1 CD84 CHRNA7 CSK CX3CL1 ELF4 FOXJ1 FOXP3 GAS6 GBA1 GHRL GHSR HAVCR2 HGF IL10 IL27RA IL36RN IL37 INPP5D IRAK3 KLF2 LILRB4 MIR101-1 MIR105-1 MIR132 MIR140 MIR146A MIR149 MIR181A2 MIR195 MIR19A MIR19B1 MIR204 MIR206 MIR217 MIR26A1 MIR338 MIR365A MIR6869 MIR708 MIR766 MIR98 NCKAP1L NLRC3 NLRP12 NLRX1 NMB NMBR NR1H4 ORM1 PTPN22 PTPN6 RABGEF1 SELENOS SIRPA SLAMF1 SOCS5 SYT11 TLR4 TNF TNFAIP3 ZC3H12A GOBP_NEGATIVE_REGULATION_OF_INTERLEUKIN_8_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_INTERLEUKIN_8_PRODUCTION ANXA1 ANXA4 ARRB1 BCL3 BPI CACTIN CD33 ELANE IL10 KLF4 MAP2K5 MAPKBP1 MIR100 MIR106A MIR106B MIR129-1 MIR132 MIR146A MIR181A2 MIR203A MIR204 MIR302C MIR302D MIR488 MIR506 MIR520B MIR520C MIR766 MIR920 MIR93 MIR98 MIRLET7C OTUD7B PTPN22 SSC5D TLR6 TMSB4X GOBP_NEGATIVE_REGULATION_OF_INTRACELLULAR_ESTROGEN_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_INTRACELLULAR_ESTROGEN_RECEPTOR_SIGNALING_PATHWAY BRCA1 CNOT1 CNOT2 CNOT9 CYP7B1 FOXH1 ISL1 KANK2 LBH PHB2 STRN3 TP63 VPS11 VPS18 ZNF366 GOBP_NEGATIVE_REGULATION_OF_INTRACELLULAR_PROTEIN_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_INTRACELLULAR_PROTEIN_TRANSPORT ADIPOQ ANGPT1 APOD BAG4 BARD1 C11orf65 CABP1 CD36 CDK5 CHP1 DERL2 DERL3 DMTN ERLEC1 FERMT1 GDI1 INPP5K INSIG1 ITGB1BP1 KCNE1 LMAN1 LRRK2 MDFIC NF1 OS9 PARK7 PKIA PKIG RAB23 RANGAP1 SIAH3 SIRT6 SP100 SUFU SUMO1 SVIP TXN UBAC2 UBE2G2 UBE2J1 UFM1 USP17L2 YOD1 GOBP_NEGATIVE_REGULATION_OF_INTRACELLULAR_SIGNAL_TRANSDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_INTRACELLULAR_SIGNAL_TRANSDUCTION ABCA7 ABL1 ABL2 ACE2 ACKR3 ACTN3 ADGRG3 ADIPOQ ADIPOR1 AGT AIDA AIM2 AJUBA AKT1 AKT1S1 AMBP APLNR APOE ARHGAP12 ARHGAP24 ARHGAP25 ARHGAP35 ARHGAP42 ARHGAP44 ARHGEF2 ARMC10 ARRB2 ASH1L ATAD5 ATF3 ATF4 ATM ATP2B4 ATXN3 BAG5 BANK1 BCL2 BCL2L1 BCL2L2 BCL6 BDKRB2 BID BMAL1 BMP2 BMP7 BMT2 BTN2A2 C1QL4 C1QTNF3 C3orf33 CACTIN CARD19 CARD8 CASC2 CASP8 CASTOR1 CASTOR2 CASTOR3P CAV1 CAV3 CAVIN3 CBLC CCAR2 CCDC125 CCDC22 CCN3 CD22 CD2AP CD300A CD44 CD74 CDC34 CDK5RAP3 CDKN2D CGNL1 CHP1 CHRNA10 CIB1 CILP CIT CLU CNKSR3 CPNE1 CREB3 CREB3L1 CRYBA1 CSK CTNNB1 CUL3 CXCL12 CYLD CYRIB DAB2 DAB2IP DACT1 DAG1 DDIAS DDIT3 DDIT4 DDX39B DDX3X DEFB114 DEPDC5 DEPTOR DGKD DGKG DLC1 DLG1 DLG5 DNAJA1 DRD2 DRD3 DUSP1 DUSP10 DUSP13 DUSP16 DUSP19 DUSP2 DUSP26 DUSP29 DUSP3 DUSP4 DUSP5 DUSP6 DUSP7 DUSP8 DUSP9 DYRK1A DYRK2 DYRK3 EFNA1 EID2 EIF3A ELL3 EMILIN1 ENDOG ENO1 EPHA2 EPHA4 EPHB2 EPM2A EPO ESR1 EZR F2RL1 FAM89B FBLN1 FBP1 FBXO7 FHL2 FIGNL1 FKTN FLCN FNIP1 FOXM1 FOXO1 FYN FZD1 GATA4 GBA1 GBP1 GPD1L GPER1 GPS2 GPX1 GRINA GSK3A GSK3B GSTP1 HAPSTR1 HDAC1 HDAC3 HDAC7 HEG1 HELLS HERPUD1 HIF1A HIPK3 HLA-G HOMER2 HOMER3 HSPA1A HSPB1 HTRA2 HYAL2 HYOU1 IFI35 IGBP1 IGF1R IL10 IL1B ING2 INPP5K INS IRAK3 IRGM ITCH ITFG2 ITGA3 ITGB1 ITGB1BP1 ITPR1 IVNS1ABP KANK1 KCTD10 KCTD13 KDM1A KICS2 KLHL31 KPTN LAX1 LDLRAD4 LEMD2 LIF LILRB4 LIMD1 LITAF LMO3 LPAR1 LRP1 LRRK2 LYN LZTR1 MAD2L1BP MAGEA3 MAGI2 MAP2K3 MAPK14 MAPK3 MAPK7 MAPK8IP1 MAPKAP1 MAPKAPK5 MAPKBP1 MARCHF7 MARK3 MARVELD3 MDM2 MECOM MEN1 MET MFN2 MGRN1 MIF MINAR1 MIOS MIR130A MIR132 MIR133A1 MIR133B MIR137 MIR138-1 MIR140 MIR145 MIR146A MIR149 MIR15A MIR15B MIR16-1 MIR17 MIR185 MIR195 MIR19A MIR200C MIR204 MIR205 MIR206 MIR20A MIR21 MIR218-1 MIR221 MIR223 MIR23A MIR26A1 MIR26B MIR27A MIR27B MIR29A MIR29B1 MIR29C MIR30C2 MIR342 MIR34A MIR34B MIR34C MIR375 MIR379 MIR424 MIR449A MIR497 MIR503 MIR508 MIR520D MIR766 MIR885 MIR9-1 MIR92A1 MIR92B MIRLET7F1 MKRN2 MMP9 MSTN MTM1 MTNR1B MTOR MUC1 MUL1 MYADM MYC MYOC MYOZ1 MYOZ2 NCOR1 NDRG2 NDUFA13 NDUFS3 NF1 NF2 NFE2L2 NHERF1 NHERF4 NLK NLRC3 NLRP12 NLRP2 NLRP3 NLRP6 NLRX1 NME5 NMI NOC2L NOL3 NONO NOP53 NPC1 NPPA NPRL2 NPRL3 NR1D1 NR1H4 NUAK1 NUAK2 NUP62 OPA1 OPRL1 OPTN OTUD3 OTUD7B P2RX7 PAFAH1B1 PAQR3 PARK7 PARL PBK PBLD PDCD4 PDCD6 PDE10A PDE11A PDE2A PDE3A PDE3B PDE4D PDX1 PEBP1 PER1 PHB1 PHLDA3 PHLPP1 PIK3CB PIK3IP1 PIK3R2 PIN1 PINK1 PKHD1 PLAUR PLEK PLEKHA1 PMEPA1 PPARA PPARG PPEF2 PPIA PPIF PPM1A PPM1B PPM1N PPP1R10 PPP2CA PPP2CB PPP2R1A PRAP1 PRDM15 PRKAA1 PRKAA2 PRKACA PRKACB PRKCD PRKN PRMT1 PRNP PSCA PSMD10 PTEN PTGS2 PTPN1 PTPN2 PTPN22 PTPN6 PTPRC PTPRJ PTPRR PTTG1IP PYCARD PYCR1 PYDC2 QARS1 RABGEF1 RACK1 RANBP9 RASA2 RASA3 RASA4 RASA4B RASAL1 RASAL3 RASIP1 RASSF2 RCAN1 RELA RFFL RGS14 RGS2 RHOH RIOK3 RIPK1 RIPOR2 RNF149 RNF152 RNF167 RNF34 RORA RPS6KA1 RPS6KA6 RRM2B RRN3 RTKN2 RUBCN SCAI SEC13 SEH1L SELENOS SEMA6A SERPINB3 SESN1 SESN2 SESN3 SFRP2 SFRP5 SH2B3 SH3BP1 SH3BP4 SH3RF2 SHANK2 SIRPA SIRT1 SIRT3 SLA2 SLC24A4 SLC39A8 SLIT2 SMAD4 SMAD6 SMAD7 SMPD1 SNAI1 SNAI2 SOD2 SORL1 SPAAR SPI1 SPINK1 SPRED1 SPRED2 SPRED3 SPRY1 SPRY2 SPRY3 SPRY4 SRC STAMBP STAT1 STK11 STK38 STMN1 STMN3 STYXL2 SYNGAP1 SYNJ2BP SYVN1 SZT2 TAF9 TAF9B TANK TAOK3 TBC1D10C TBC1D7 TBK1 TBX20 TGFB2 THBS1 THOC1 THOC5 TIMP3 TLE1 TLR4 TLR9 TMBIM6 TMEM127 TMEM161A TMSB4X TNFAIP1 TNFAIP3 TNFAIP8L1 TNIP1 TNIP3 TPT1 TRAP1 TREM2 TRIAP1 TRIM15 TRIM32 TRIM39 TRIM40 TRIM59 TRIM60 TRIM67 TSC1 TSC2 TSPAN6 TSSK1B TSSK2 TSSK3 TSSK6 TWIST1 TXNDC12 UACA UBE2B UBE2D1 UBE2N UBE2W UBE3A UBR1 UBR2 UCHL1 UCMA URI1 USP10 USP20 USP47 USP7 VDAC2 VEPH1 VGLL4 VHL VRK3 WDR24 WDR59 WFS1 WNK2 WNT1 WTIP WWC1 WWC2 WWC3 XBP1 XDH YBX3 YJU2 YWHAG YWHAZ ZC3H12A ZMYND11 ZNF385A ZNF675 GOBP_NEGATIVE_REGULATION_OF_INTRACELLULAR_STEROID_HORMONE_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_INTRACELLULAR_STEROID_HORMONE_RECEPTOR_SIGNALING_PATHWAY BMAL1 BRCA1 CALR CLOCK CNOT1 CNOT2 CNOT9 CRY1 CRY2 CYP7B1 DAB2 FOXH1 FOXP1 HDAC1 HEYL ISL1 KANK2 LBH NCOR1 NCOR2 NODAL NR0B1 PER1 PHB1 PHB2 PIAS2 RHOA SFRP1 SIRT1 SMARCA4 STRN3 TCF21 TP63 VPS11 VPS18 ZBTB7A ZNF366 GOBP_NEGATIVE_REGULATION_OF_INTRACELLULAR_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_INTRACELLULAR_TRANSPORT ABCA2 ADIPOQ ANGPT1 APOD ARFIP1 ARHGAP1 ARHGAP8 BAG4 BARD1 C11orf65 CABP1 CD36 CDK5 CHP1 CRYAA CRYAB DERL2 DERL3 DMTN ERLEC1 FERMT1 GDI1 INPP5K INSIG1 ITGB1BP1 KCNE1 LMAN1 LRRK2 MAP1B MDFIC MIR17 MIR27B MRLN NF1 NUP153 OS9 PARK7 PCSK9 PKIA PKIG PLN RAB23 RANGAP1 SIAH3 SIRT6 SNX12 SNX3 SP100 SUFU SUMO1 SVIP TPR TXN UBAC2 UBE2G2 UBE2J1 UFM1 USP17L2 VPS35 YOD1 GOBP_NEGATIVE_REGULATION_OF_INTRINSIC_APOPTOTIC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_INTRINSIC_APOPTOTIC_SIGNALING_PATHWAY ACKR3 AKT1 ARHGEF2 ARMC10 ATAD5 ATF4 BAG5 BCL2 BCL2L1 BCL2L2 BDKRB2 BID CCAR2 CD44 CD74 CDKN2D CLU CREB3 CREB3L1 CTNNB1 CXCL12 DDIAS DDX3X DNAJA1 ELL3 ENO1 EPO FBXO7 FIGNL1 FYN FZD1 GATA4 GPX1 GRINA HDAC1 HELLS HERPUD1 HIF1A HSPA1A HSPB1 HTRA2 HYOU1 IL10 ING2 INS IVNS1ABP KDM1A LRRK2 MAGEA3 MAPK7 MAPK8IP1 MARCHF7 MDM2 MIF MIR132 MIR133A1 MIR17 MIR195 MIR19A MIR21 MIR29B1 MIR92A1 MMP9 MUC1 NDUFA13 NDUFS3 NFE2L2 NME5 NOC2L NOL3 NONO OPA1 PARK7 PARL PDX1 PIK3CB PINK1 PLAUR PPIA PPIF PRKN PTGS2 PTPN1 PTTG1IP PYCR1 RACK1 RRM2B RRN3 RTKN2 SELENOS SFRP2 SIRT1 SNAI1 SNAI2 SOD2 SRC SYVN1 TAF9 TAF9B TMBIM6 TMEM161A TPT1 TRAP1 TRIAP1 TRIM32 TXNDC12 URI1 USP47 VDAC2 WFS1 WNT1 XBP1 YBX3 ZNF385A GOBP_NEGATIVE_REGULATION_OF_INTRINSIC_APOPTOTIC_SIGNALING_PATHWAY_BY_P53_CLASS_MEDIATOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_INTRINSIC_APOPTOTIC_SIGNALING_PATHWAY_BY_P53_CLASS_MEDIATOR ARMC10 ATAD5 BCL2 BDKRB2 CD44 CD74 ELL3 ING2 KDM1A MARCHF7 MDM2 MIF MIR21 MUC1 PRKN PTTG1IP RRM2B RRN3 SIRT1 TAF9 TAF9B TRIAP1 ZNF385A GOBP_NEGATIVE_REGULATION_OF_INTRINSIC_APOPTOTIC_SIGNALING_PATHWAY_IN_RESPONSE_TO_DNA_DAMAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_INTRINSIC_APOPTOTIC_SIGNALING_PATHWAY_IN_RESPONSE_TO_DNA_DAMAGE ACKR3 ATAD5 BCL2 BCL2L1 BID CCAR2 CD44 CD74 CDKN2D CLU CXCL12 DDIAS ELL3 ING2 KDM1A MARCHF7 MIF MUC1 SFRP2 SIRT1 SNAI1 SNAI2 TAF9 TAF9B TMEM161A TPT1 TRIAP1 TRIM32 USP47 ZNF385A GOBP_NEGATIVE_REGULATION_OF_INTRINSIC_APOPTOTIC_SIGNALING_PATHWAY_IN_RESPONSE_TO_OSMOTIC_STRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_INTRINSIC_APOPTOTIC_SIGNALING_PATHWAY_IN_RESPONSE_TO_OSMOTIC_STRESS ARHGEF2 BDKRB2 EPO PTGS2 YBX3 GOBP_NEGATIVE_REGULATION_OF_ION_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_ION_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ACTN2 ADRA2A ANK3 ANO9 ATP1A2 CAB39 CALM1 CALM2 CALM3 CAMK2D CASQ2 CAV1 CAV3 CBARP CLIC2 CRHR1 DRD2 DRD3 DRD4 EPHB2 EPO FKBP1A FKBP1B FMR1 GNB5 GOPC GPR35 GRP GSTM2 GSTO1 HECW1 HECW2 KCNAB1 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNRG MIR1-1 MIR103A1 MIR133A1 MIR153-1 MIR192 MIR200C MIR208A MIR208B MIR212 MIR24-1 MIR26A1 MIR29B1 MIR30D MIR448 MIR499A MIR93 MMP9 NEDD4 NEDD4L OSR1 OXSR1 PCSK9 PKD2 PLN PRKCE SLC6A9 SLN SRI STK39 SUMO1 TCAF2 TLR9 TRDN UBQLN1 YWHAE GOBP_NEGATIVE_REGULATION_OF_IRE1_MEDIATED_UNFOLDED_PROTEIN_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_IRE1_MEDIATED_UNFOLDED_PROTEIN_RESPONSE BFAR DDRGK1 DNAJB9 HSPA5 UFL1 GOBP_NEGATIVE_REGULATION_OF_ISOTYPE_SWITCHING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_ISOTYPE_SWITCHING BCL6 FOXP3 NDFIP1 PARP3 THOC1 GOBP_NEGATIVE_REGULATION_OF_JNK_CASCADE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_JNK_CASCADE AIDA AMBP CYLD DACT1 DNAJA1 DUSP10 DUSP16 DUSP19 DUSP3 F2RL1 FKTN GPS2 GSTP1 HDAC3 HIPK3 ITCH KLHL31 MAPK8IP1 MARVELD3 MECOM MEN1 MIR92A1 NCOR1 NPPA PAFAH1B1 PDCD4 PER1 PINK1 PRKN PRMT1 PTPN22 SERPINB3 SH3RF2 SIRPA TAOK3 ZMYND11 ZNF675 GOBP_NEGATIVE_REGULATION_OF_JUN_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_JUN_KINASE_ACTIVITY AIDA DNAJA1 DUSP10 DUSP16 DUSP19 GSTP1 HIPK3 MAPK8IP1 MIR92A1 NPPA PDCD4 PTPN22 SERPINB3 ZNF675 GOBP_NEGATIVE_REGULATION_OF_KERATINOCYTE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_KERATINOCYTE_DIFFERENTIATION EXTL3 EZH2 GRHL2 HOXA7 MSX2 REG3A REG3G SRSF6 TP63 GOBP_NEGATIVE_REGULATION_OF_KERATINOCYTE_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_KERATINOCYTE_PROLIFERATION CASK CD109 EFNB2 EPPK1 FGFR2 IFT172 IFT52 IFT57 IFT74 IFT80 INTU IRF6 KDF1 KLF9 MED1 MIR125B1 OVOL1 PTCH1 PTPRK SFN SLURP1 SNAI2 VDR ZEB1 GOBP_NEGATIVE_REGULATION_OF_KIDNEY_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_KIDNEY_DEVELOPMENT ADIPOQ BMP4 HNF1B OSR1 STAT1 GOBP_NEGATIVE_REGULATION_OF_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_KINASE_ACTIVITY ABL1 ACP4 ADAR ADARB1 ADIPOQ AGT AIDA AKT1 AKT1S1 APC APOE BMP2 CAMK2N1 CAMK2N2 CAV1 CAV3 CBL CBLB CBLC CD300A CDK5RAP1 CDK5RAP3 CDKN1A CDKN1B CDKN1C CDKN2A CEACAM1 CEBPA CEP43 CEP85 CHMP6 CHP1 CORO1C DAB2IP DBNDD1 DBNDD2 DEFB114 DEPTOR DNAJA1 DTNBP1 DUSP1 DUSP10 DUSP16 DUSP19 DUSP22 DUSP3 DUSP7 DVL1 EPHA1 EPHB2 ERRFI1 FOXA2 GADD45A GBA1 GCKR GNAQ GPRC5A GSKIP GSTP1 HEG1 HEXIM1 HEXIM2 HHEX HIPK3 HNRNPU HSPB1 HYAL2 IFNG IL1B INCA1 INPP5K IPO5 IPO7 IRAK3 IRS2 ITGB1BP1 LATS1 LATS2 LAX1 LILRB4 LRP5 LRP6 LYN MACROH2A1 MAPK8IP1 MAPT MEN1 MIDN MIR103A1 MIR133A1 MIR138-1 MIR15A MIR20A MIR218-1 MIR219A1 MIR24-1 MIR34A MIR711 MIR92A1 MVP MYCNOS MYOCD NF1 NPM1 NPPA NPRL2 NR2F2 PAK2 PAQR3 PARK7 PDCD4 PDPK1 PIK3CB PIK3IP1 PKIA PKIB PKIG PLK1 PPARG PPIA PPM1E PPM1F PPP2R5A PRDX3 PRKAG2 PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCD PRKN PRKRIP1 PTEN PTK6 PTPN1 PTPN22 PTPRB PTPRC PTPRJ PTPRO PTPRQ PTPRT PYCARD PYDC1 QARS1 RASIP1 RB1 RGS14 RGS2 RTRAF RUBCN SERPINB3 SFN SH3BP5 SH3BP5L SIRT1 SLC8A1 SLC8A3 SMCR8 SMPD1 SNCA SNX6 SOCS4 SOCS5 SORL1 SPRED1 SPRY1 SPRY2 SPRY3 SPRY4 SRCIN1 STK38 TAF7 TARBP2 TESK1 TFAP4 THY1 TRIB1 TRIB2 TRIB3 TRIM27 TSC2 TSG101 UBASH3B UCHL1 VPS25 WARS1 WASHC1 WWTR1 YWHAG ZFYVE28 ZGPAT ZNF675 GOBP_NEGATIVE_REGULATION_OF_LAMELLIPODIUM_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_LAMELLIPODIUM_ASSEMBLY ABI3 HRG MIR196A1 MIR214 PLXNB3 SLIT2 GOBP_NEGATIVE_REGULATION_OF_LAMELLIPODIUM_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_LAMELLIPODIUM_ORGANIZATION ABI3 ARPIN HRG KANK1 MIR196A1 MIR214 PLXNB3 SLIT2 GOBP_NEGATIVE_REGULATION_OF_LENS_FIBER_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_LENS_FIBER_CELL_DIFFERENTIATION FOXE3 SPRED1 SPRED2 SPRED3 SPRY1 SPRY2 GOBP_NEGATIVE_REGULATION_OF_LEUKOCYTE_ADHESION_TO_VASCULAR_ENDOTHELIAL_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_LEUKOCYTE_ADHESION_TO_VASCULAR_ENDOTHELIAL_CELL CCL21 CCL25 CCL28 CXCL12 KLF4 MIR125A MIR141 MIR146A MIR221 MIR222 MIR31 MIRLET7E MIRLET7G GOBP_NEGATIVE_REGULATION_OF_LEUKOCYTE_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_LEUKOCYTE_APOPTOTIC_PROCESS ADA ARG2 AURKB AXL BCL10 BCL11B BCL2 BCL2L1 BCL3 BCL6 BMP4 CCL19 CCL21 CCL5 CCR5 CCR7 CD27 CD74 CXCL12 CXCR2 DOCK8 EFNA1 FADD FOXP1 GAS6 GHSR GPAM HCLS1 HIF1A HSH2D IDO1 IL2 IL7R IRF7 IRS2 ITPKB JAK3 KIFAP3 KITLG LILRB1 MERTK MIF MIR17HG MIRLET7B NOC2L NOD2 ORMDL3 PDCD1 PIP PRKCQ PTCRA RAG1 SELENOS SLC39A10 SLC46A2 ST3GAL1 ST6GAL1 TSC22D3 VHL GOBP_NEGATIVE_REGULATION_OF_LEUKOCYTE_CELL_CELL_ADHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_LEUKOCYTE_CELL_CELL_ADHESION ADORA2A ADTRP AKT1 ANXA1 ARG1 ARG2 ASCL2 ASS1 BCL6 BMP4 BTN2A2 CASP3 CBFB CBLB CCL21 CCL25 CCL28 CD274 CD300A CD74 CD80 CD86 CEACAM1 CEBPB CLEC4G CR1 CRTAM CTLA4 CTSG CXCL12 DAPL1 DLG1 DLG5 DTX1 DUSP22 DUSP3 ERBB2 FCGR2B FGL1 FGL2 FOXJ1 FOXP3 GLI3 GLMN GPNMB HAVCR2 HFE HLA-DRB1 HLA-G HLX HMGB1 IDO1 IFNA2 IFNB1 IFNL1 IHH IL10 IL2 IL20RB IL2RA IL4 IL4I1 IL4R ILDR2 IRF1 ITCH JAK3 KLF4 LAG3 LAPTM5 LAX1 LGALS3 LGALS9 LGALS9B LGALS9C LILRB1 LILRB2 LILRB4 LOXL3 LRRC32 MAD1L1 MARCHF7 MDK MIA3 MIR125A MIR141 MIR146A MIR181C MIR21 MIR221 MIR222 MIR27A MIR30B MIR31 MIRLET7E MIRLET7G NCKAP1L NDFIP1 NRARP PAG1 PAWR PDCD1LG2 PDE5A PELI1 PLA2G2A PLA2G2D PLA2G2E PLA2G2F PLA2G5 PPARA PRDX2 PRKAR1A PRNP PTPN2 PTPN22 PTPN6 RAG2 RC3H1 RC3H2 RIPOR2 RUNX1 RUNX3 SCGB1A1 SCRIB SDC4 SFTPD SHH SLC4A2 SMAD7 SOCS1 SOCS5 SOCS6 SPN TARM1 TBX21 TIGIT TMEM131L TNFAIP8L2 TNFRSF14 TNFRSF21 TNFSF18 TNFSF4 TSPAN32 TWSG1 VSIG4 VSIR VTCN1 WNK1 XCL1 ZBTB7B ZC3H12A ZC3H8 GOBP_NEGATIVE_REGULATION_OF_LEUKOCYTE_CHEMOTAXIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_LEUKOCYTE_CHEMOTAXIS C5 C5AR2 CCL2 CCN3 CYP19A1 DDT DPP4 DUSP1 GPR18 GREM1 KLRC4-KLRK1 KLRK1 MICOS10-NBL1 MIF MIR223 MMP28 NBL1 PADI2 RIN3 SLAMF8 SLIT2 STAP1 TNFAIP6 GOBP_NEGATIVE_REGULATION_OF_LEUKOCYTE_DEGRANULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_LEUKOCYTE_DEGRANULATION BCR CCR2 CD300A CD84 CEACAM1 FCGR2B FOXF1 HLA-F IL13RA2 LGALS9 NCKAP1L RABGEF1 SPI1 GOBP_NEGATIVE_REGULATION_OF_LEUKOCYTE_MEDIATED_IMMUNITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_LEUKOCYTE_MEDIATED_IMMUNITY AHR ARG1 ARRB2 BCL6 BCR BST2 C4BPA C4BPB CCR2 CD300A CD46 CD80 CD84 CD96 CEACAM1 CLEC12B CLEC4G CR1 CR1L CR2 CRK CX3CR1 DUSP22 FCGR2B FOXF1 FOXJ1 FOXP3 GFER HAVCR2 HFE HLA-A HLA-B HLA-E HLA-F HLA-G IFNA2 IFNB1 IL13RA2 IL20RB IL4I1 IL7R JAK3 KIR2DL4 KLRC1 KLRD1 LGALS9 LILRB1 LILRB4 MICA NCKAP1L NDFIP1 NOD2 PARP3 PPP3CB PTPN6 PTPRC RABGEF1 SERPINB4 SERPINB9 SLAMF1 SMAD7 SPI1 SPN SUSD4 SVEP1 TBX21 TGFB1 THOC1 XCL1 GOBP_NEGATIVE_REGULATION_OF_LEUKOCYTE_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_LEUKOCYTE_MIGRATION ADA ADORA1 ADTRP AKT1 APOD BCR BMP5 C5 C5AR2 CCL2 CCL21 CCL25 CCL28 CCN3 CD200 CD200R1 CD300A CNN2 CXCL12 CYP19A1 DDT DPP4 DUSP1 EMILIN1 GCSAM GPR18 GREM1 HMOX1 HOXA7 IL27RA IL33 KLRC4-KLRK1 KLRK1 LRCH1 MIA3 MICOS10-NBL1 MIF MIR128-1 MIR146A MIR223 MIR24-1 MMP28 NBL1 NF1 PADI2 PLCB1 PTGER4 RABGEF1 RIN3 RIPOR2 SLAMF8 SLIT2 STAP1 TNFAIP6 WASL GOBP_NEGATIVE_REGULATION_OF_LEUKOCYTE_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_LEUKOCYTE_PROLIFERATION ARG1 ARG2 ATM BCL6 BMP4 BTK BTN2A2 CASP3 CBLB CD274 CD300A CD80 CD86 CEBPB CLEC4G CR1 CRP CRTAM CTLA4 DLG1 DLG5 ENPP3 ERBB2 FCGR2B FOXJ1 FOXP3 GAL GLMN GPNMB GREM1 GSTP1 HAVCR2 HLA-DRB1 HLA-G IDO1 IHH IL10 IL2 IL20RB IL2RA IL33 IL4I1 INPP5D ITCH LGALS9 LGALS9B LGALS9C LILRB1 LILRB2 LILRB4 LRRC32 LST1 LYN MAD1L1 MARCHF7 MIR181C MIR185 MNDA NDFIP1 NF1 PAWR PDCD1LG2 PDE5A PELI1 PKN1 PLA2G2A PLA2G2D PLA2G2E PLA2G2F PLA2G5 PRKAR1A PRNP PTPN6 RASSF5 RC3H1 SCGB1A1 SCRIB SDC4 SFTPD SHH SLC4A2 SOX11 SPN TMEM131L TNFAIP3 TNFRSF13B TNFRSF14 TNFRSF21 TSPAN32 TWSG1 TYROBP VSIG4 VSIR VTCN1 XCL1 ZBTB7B GOBP_NEGATIVE_REGULATION_OF_LIPASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_LIPASE_ACTIVITY ABL1 ANGPTL3 ANGPTL4 ANXA1 ANXA8 ANXA8L1 APOA2 APOC1 APOC3 BICD1 HDAC9 MIR138-1 MIR590 PLA2R1 PLIN5 RGS2 SORT1 GOBP_NEGATIVE_REGULATION_OF_LIPID_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_LIPID_BIOSYNTHETIC_PROCESS ABCA2 ACADL ACADVL AKR1C3 APOC1 APOC3 APOE ASXL3 ATP1A1 BMP2 BMP5 BRCA1 CCDC3 CEACAM1 CYP27B1 CYP7A1 DCAF5 DKK3 DKKL1 ERLIN1 ERLIN2 FBXW7 FGF19 GFI1 GPER1 INSIG1 INSIG2 KLHL25 LPCAT1 MALRD1 MIR1-1 MIR132 MIR185 MIR204 MIR206 MIR30C1 MIR33A MIR342 MIR548P MIR766 MIR9-1 MIR98 NFKB1 NR0B1 ORMDL1 ORMDL2 ORMDL3 PDE8B PDGFA PDGFB PIBF1 PRKAA1 PRMT3 PROX1 REST SCAP SERPINA12 SIK1 SIRT1 SLC27A1 SNAI1 SNAI2 SOD1 SPHK1 TRIB3 UBR4 WDTC1 WNT4 GOBP_NEGATIVE_REGULATION_OF_LIPID_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_LIPID_CATABOLIC_PROCESS ACACB ADORA1 ADRA2A AKT1 ALK APOA2 APOC1 APOC3 BSCL2 CIDEA CIDEC CNR1 CRTC3 ETFBKMT FMC1 GPLD1 HCAR1 HCAR2 IL1B INS MFSD2A PDE3B PIK3CG PLIN5 PRKAA1 SORL1 TNF GOBP_NEGATIVE_REGULATION_OF_LIPID_LOCALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_LIPID_LOCALIZATION ABCA1 ABCA2 ABCG1 ABCG5 ABCG8 ABHD5 AKT1 AKT2 APOA2 APOC1 APOC2 APOC3 CES1 CRP CRY1 CRY2 CYP4F2 EGF FIS1 IL6 IRS2 ITGAV ITGB3 LEP MIR128-1 MIR130B MIR144 MIR145 MIR146A MIR148A MIR17 MIR19B1 MIR206 MIR26A1 MIR27A MIR27B MIR301B MIR302A MIR30C1 MIR33A MIR33B MIR34A MIR613 MIR758 MIR9-1 NFKB1 NFKBIA NR1H2 NR1H3 OSBPL8 PCSK9 PLA2G10 PLA2R1 PNPLA2 PPARA PPARD PPARG PTPN11 PTPN2 SHH SREBF2 THBS1 TNF TREM2 TSPO TTC39B GOBP_NEGATIVE_REGULATION_OF_LIPID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_LIPID_METABOLIC_PROCESS ABCA2 ACACB ACADL ACADVL ADORA1 ADRA2A AKR1C3 AKT1 ALK APOA2 APOBEC1 APOC1 APOC2 APOC3 APOD APOE APPL2 ASXL3 ATP1A1 BMP2 BMP5 BRCA1 BSCL2 CCDC3 CEACAM1 CH25H CIDEA CIDEC CNR1 CRTC3 CYP27B1 CYP7A1 DCAF5 DKK3 DKKL1 ERLIN1 ERLIN2 ETFBKMT FBXW7 FGF19 FMC1 FMO1 FMO2 FMO4 GFI1 GPER1 GPLD1 HCAR1 HCAR2 IL1B INS INSIG1 INSIG2 KLHL25 LPCAT1 MALRD1 MFSD2A MIR1-1 MIR132 MIR185 MIR192 MIR204 MIR206 MIR30C1 MIR33A MIR342 MIR548P MIR766 MIR9-1 MIR98 NCOR1 NFKB1 NR0B1 ORMDL1 ORMDL2 ORMDL3 PDE3B PDE8B PDGFA PDGFB PIBF1 PIK3CG PIK3IP1 PLIN5 PPP2R5A PRKAA1 PRMT3 PROX1 REST RUBCN SCAP SERPINA12 SIK1 SIRT1 SIRT4 SLC22A13 SLC27A1 SNAI1 SNAI2 SOD1 SORL1 SOX9 SPHK1 SREBF1 TNF TRIB3 UBR4 UGT1A1 UGT1A8 WASHC1 WDTC1 WNT4 GOBP_NEGATIVE_REGULATION_OF_LIPID_STORAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_LIPID_STORAGE ABCA1 ABCG1 ABHD5 CES1 CRP IL6 ITGAV ITGB3 LEP MIR146A NFKBIA NR1H2 NR1H3 OSBPL8 PNPLA2 PPARA PPARD PPARG PTPN2 TNF TREM2 TTC39B GOBP_NEGATIVE_REGULATION_OF_LIPID_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_LIPID_TRANSPORT ABCA2 ABCG5 ABCG8 AKT1 AKT2 APOA2 APOC1 APOC2 APOC3 CRY1 CRY2 CYP4F2 EGF FIS1 IRS2 ITGAV ITGB3 MIR128-1 MIR130B MIR144 MIR145 MIR148A MIR17 MIR19B1 MIR206 MIR26A1 MIR27A MIR27B MIR301B MIR302A MIR30C1 MIR33A MIR33B MIR34A MIR613 MIR758 MIR9-1 NFKB1 NR1H2 NR1H3 PCSK9 PLA2G10 PLA2R1 PTPN11 SHH SREBF2 THBS1 TSPO GOBP_NEGATIVE_REGULATION_OF_LIPOPOLYSACCHARIDE_MEDIATED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_LIPOPOLYSACCHARIDE_MEDIATED_SIGNALING_PATHWAY ACOD1 CACTIN CARD16 CARD8 DEFB114 DEFB118 LACRT LILRA2 LTF NFKBIL1 PRDX2 SIGIRR TNFAIP3 TRIB1 GOBP_NEGATIVE_REGULATION_OF_LIPOPROTEIN_LIPASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_LIPOPROTEIN_LIPASE_ACTIVITY ANGPTL3 ANGPTL4 APOC1 APOC3 HDAC9 MIR138-1 MIR590 SORT1 GOBP_NEGATIVE_REGULATION_OF_LIPOPROTEIN_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_LIPOPROTEIN_METABOLIC_PROCESS APOD DBI HHATL ITGAV ITGB3 GOBP_NEGATIVE_REGULATION_OF_LIPOPROTEIN_PARTICLE_CLEARANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_LIPOPROTEIN_PARTICLE_CLEARANCE ABCC8 APOC1 APOC2 APOC3 CSK IL19 KHSRP LDLR LRPAP1 MIR128-1 MIR133A1 MIR148A MIR17 MIR185 MIR199A1 MIR223 MIR27A MIR27B MIR96 MYLIP PCSK9 GOBP_NEGATIVE_REGULATION_OF_LOCOMOTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_LOCOMOTION ABCC8 ABHD2 ABHD6 ACVR1C ACVRL1 ADA ADAM15 ADAMTS9 ADARB1 ADGRB1 ADGRG1 ADIPOQ ADIPOR1 ADORA1 ADORA3 ADTRP AFDN AGTR2 AIF1 AKT1 ALOX15B ANGPT2 ANGPT4 AP1AR APOD APOE APOH ARHGAP4 ARHGDIB ARID2 ARID4A ARID4B ARPIN ARRDC3 ATP1B2 ATP2B4 BCL2 BCR BMERB1 BMP10 BMP4 BMP5 BMPR1A BRAF BRMS1 BRMS1L BST2 C5 C5AR2 CALR CARD10 CCDC125 CCL2 CCL21 CCL25 CCL28 CCN3 CD200 CD200R1 CD300A CD74 CDH1 CDH11 CERS2 CHRD CITED2 CLASP1 CLASP2 CLDN19 CLDN3 CLDN5 CLIC4 CNN2 COL3A1 CORO1B CORO1C CRK CSNK2B CTNNA1 CX3CL1 CX3CR1 CXCL12 CXCL13 CYGB CYP19A1 CYP1B1 DAB2IP DACH1 DAG1 DCN DDT DLC1 DLG5 DLL4 DNAI3 DNAJA4 DPEP1 DPP4 DPYSL3 DRD2 DUSP1 DUSP10 DUSP22 DUSP3 ELANE EMILIN1 EMILIN2 ENG EPHA1 EPHA4 EPPIN EPPK1 EVL FBLN1 FGF2 FLCN FOXO3 FRMD5 FUZ GADD45A GATA3 GCSAM GDF2 GHRL GHSR GJA1 GNA12 GNA13 GNRH1 GPR173 GPR18 GREM1 GTPBP4 HAS1 HDAC1 HDAC2 HDAC5 HDAC6 HMGB1 HMOX1 HOXA7 HRG HYAL2 IFITM1 IGFBP3 IGFBP5 IL24 IL27RA IL33 IL4 ING1 ING2 ITGB1BP1 JAG1 JUP KANK1 KLF4 KLRC4-KLRK1 KLRK1 KRIT1 KRT16 LDLRAD4 LIMCH1 LRCH1 LRP1 MACIR MAGI2 MAP2K5 MAPK15 MARVELD3 MCC MCTP1 MECP2 MEF2C MEOX2 MIA3 MICOS10-NBL1 MIF MIIP MIR1-1 MIR101-1 MIR10A MIR126 MIR128-1 MIR129-1 MIR1298 MIR130A MIR132 MIR133A1 MIR133B MIR137 MIR138-1 MIR140 MIR145 MIR146A MIR149 MIR152 MIR15A MIR15B MIR16-1 MIR182 MIR185 MIR188 MIR193A MIR196A1 MIR199A1 MIR19B1 MIR200B MIR200C MIR204 MIR205 MIR206 MIR20A MIR21 MIR212 MIR214 MIR218-1 MIR22 MIR221 MIR223 MIR224 MIR2355 MIR24-1 MIR26A1 MIR29A MIR29B1 MIR29C MIR30C2 MIR31 MIR3173 MIR320A MIR329-1 MIR335 MIR338 MIR34A MIR361 MIR362 MIR379 MIR410 MIR424 MIR449A MIR451A MIR483 MIR491 MIR492 MIR493 MIR494 MIR495 MIR497 MIR503 MIR505 MIR518B MIR520D MIR543 MIR551A MIR588 MIR638 MIR640 MIR665 MIR885 MIR892B MIR9-1 MIR92A1 MIR92B MIR93 MIRLET7G MITF MMP28 MMRN2 MYOCD NAV3 NBL1 NDRG4 NEDD9 NEXMIF NF1 NF2 NFE2L2 NGFR NHERF1 NISCH NKX2-1 NODAL NOG NOTCH1 NR2F2 NRG3 NRP1 OGT OSBPL8 PADI2 PATZ1 PDCD10 PFN2 PHLDB2 PIN1 PIP5KL1 PLCB1 PLXNA3 PLXNB3 PODN PPARG PRKG1 PTEN PTGER4 PTPN2 PTPN23 PTPRG PTPRJ PTPRK PTPRM PTPRO PTPRR PTPRT PTPRU RABGEF1 RAC1 RAP2A RAP2B RAP2C RBBP4 RBBP7 RECK RGCC RGN RHOA RHOB RIN3 RIPOR2 RNF20 RNF41 ROBO1 ROBO2 RRAS RYK SAP130 SAP30 SAP30L SCAI SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SEMG1 SEMG2 SERPINE1 SERPINF1 SFRP1 SFRP2 SHH SIN3A SIN3B SINHCAF SLAMF8 SLIT1 SLIT2 SLURP1 SMAD7 SP100 SPINT2 SPOCK3 SPRED1 SRF SRGAP1 SRGAP2 SRGAP3 ST6GAL1 STAP1 STARD13 STAT3 STC1 STK24 STK26 SUDS3 SULF1 SVBP SYNJ2BP TACSTD2 TAFA5 TBX5 TBXA2R TCAF1 TET1 TGFB1 THBS1 THY1 TIE1 TIMP1 TMEFF2 TMIGD3 TNF TNFAIP6 TNN TP53INP1 TPM1 TRIB1 VASH1 VCL WAS WASL WNT11 WNT3 WNT3A WNT4 WNT5A ZEB2 ZMYND8 GOBP_NEGATIVE_REGULATION_OF_LONG_TERM_SYNAPTIC_POTENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_LONG_TERM_SYNAPTIC_POTENTIATION ABL1 ADORA1 AGER APOE APP CX3CR1 EPHA4 FAM107A FXR1 MIR30B PRNP PTN TYROBP GOBP_NEGATIVE_REGULATION_OF_LOW_DENSITY_LIPOPROTEIN_PARTICLE_CLEARANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_LOW_DENSITY_LIPOPROTEIN_PARTICLE_CLEARANCE ABCC8 APOC3 CSK IL19 KHSRP LDLR MIR133A1 MIR148A MIR17 MIR185 MIR199A1 MIR27A MIR27B MYLIP PCSK9 GOBP_NEGATIVE_REGULATION_OF_LOW_DENSITY_LIPOPROTEIN_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_LOW_DENSITY_LIPOPROTEIN_RECEPTOR_ACTIVITY ABCA2 ADIPOQ APP ITGAV ITGB3 MIR185 MIR27A MIR92B PCSK9 PSEN1 GOBP_NEGATIVE_REGULATION_OF_LYASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_LYASE_ACTIVITY ADGRV1 AKAP5 CCR2 DRD2 DRD3 EDNRB GABBR2 GALR1 GNAI2 GNAI3 GRM2 GRM3 LTB4R2 MIR210 MTRR PALM PHPT1 RD3 GOBP_NEGATIVE_REGULATION_OF_LYMPHOCYTE_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_LYMPHOCYTE_ACTIVATION ADORA2A ANXA1 ARG1 ARG2 ASCL2 ATM AXL BANK1 BCL6 BMP4 BTK BTN2A2 CASP3 CBFB CBLB CD274 CD300A CD74 CD80 CD86 CEACAM1 CEBPB CLEC4G CLNK CR1 CRTAM CTLA4 CTSG DAPL1 DLG1 DLG5 DTX1 DUSP22 DUSP3 ERBB2 FBXO7 FCGR2B FGL1 FGL2 FGR FOXJ1 FOXP3 GAL GLI3 GLMN GPNMB HAVCR2 HFE HLA-DRB1 HLA-F HLA-G HLX HMGB1 ID2 IDO1 IFNA2 IFNB1 IFNL1 IHH IL10 IL2 IL20RB IL2RA IL4 IL4I1 IL4R ILDR2 INHA INHBA INPP5D IRF1 ITCH JAK3 LAG3 LAPTM5 LAX1 LGALS3 LGALS9 LGALS9B LGALS9C LILRB1 LILRB2 LILRB4 LOXL3 LRRC32 LST1 LYN MAD1L1 MARCHF7 MDK MERTK MICA MIR181C MIR185 MIR21 MIR27A MIR30B MNDA NCKAP1L NDFIP1 NRARP PAG1 PARP3 PAWR PDCD1LG2 PDE5A PELI1 PGLYRP1 PGLYRP2 PGLYRP3 PIBF1 PKN1 PLA2G2A PLA2G2D PLA2G2E PLA2G2F PLA2G5 PRDX2 PRKAR1A PRNP PTPN2 PTPN22 PTPN6 RAG2 RASSF5 RC3H1 RC3H2 RHBDD3 RIPOR2 RUNX1 RUNX3 SAMSN1 SCGB1A1 SCRIB SDC4 SFRP1 SFTPD SHH SLC4A2 SMAD7 SOCS1 SOCS5 SOCS6 SOX11 SPN TARM1 TBC1D10C TBX21 THOC1 TIGIT TMEM131L TNFAIP3 TNFAIP8L2 TNFRSF13B TNFRSF14 TNFRSF21 TNFSF18 TNFSF4 TSPAN32 TWSG1 TYRO3 TYROBP VSIG4 VSIR VTCN1 XCL1 ZBTB7B ZC3H12A ZC3H8 GOBP_NEGATIVE_REGULATION_OF_LYMPHOCYTE_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_LYMPHOCYTE_APOPTOTIC_PROCESS ADA ARG2 AURKB BCL10 BCL11B BCL2 BCL3 BCL6 BMP4 CCL5 CD27 CD74 DOCK8 EFNA1 FADD FOXP1 GPAM HIF1A HSH2D IDO1 IL2 IL7R IRS2 JAK3 KIFAP3 MIF MIR17HG NOC2L ORMDL3 PDCD1 PIP PRKCQ PTCRA RAG1 SLC39A10 SLC46A2 ST3GAL1 TSC22D3 VHL GOBP_NEGATIVE_REGULATION_OF_LYMPHOCYTE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_LYMPHOCYTE_DIFFERENTIATION ANXA1 ASCL2 BCL6 BMP4 CBFB CD74 CLEC4G CR1 CTLA4 DTX1 ERBB2 FBXO7 FGL2 FOXJ1 FOXP3 GLI3 HLX HMGB1 ID2 IFNA2 IFNB1 IFNL1 IHH IL2 IL4 IL4R INHA INHBA IRF1 JAK3 LAG3 LILRB4 LOXL3 MDK MIR21 MIR30B NRARP PGLYRP1 PGLYRP2 PGLYRP3 PRDX2 PTPN2 RAG2 RC3H1 RC3H2 RUNX1 RUNX3 SFRP1 SHH SLC4A2 SMAD7 SOCS1 SOCS5 TBX21 TMEM131L TNFSF18 TNFSF4 ZBTB7B ZC3H12A ZC3H8 GOBP_NEGATIVE_REGULATION_OF_LYMPHOCYTE_MEDIATED_IMMUNITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_LYMPHOCYTE_MEDIATED_IMMUNITY AHR ARG1 ARRB2 BCL6 C4BPA C4BPB CD46 CD80 CD96 CEACAM1 CLEC12B CLEC4G CR1 CR1L CR2 CRK DUSP22 FCGR2B FOXJ1 FOXP3 GFER HAVCR2 HFE HLA-A HLA-B HLA-E HLA-F HLA-G IFNA2 IFNB1 IL20RB IL4I1 IL7R KIR2DL4 KLRC1 KLRD1 LGALS9 LILRB1 LILRB4 MICA NCKAP1L NDFIP1 NOD2 PARP3 PPP3CB PTPN6 PTPRC SERPINB4 SERPINB9 SLAMF1 SMAD7 SPN SUSD4 SVEP1 TBX21 TGFB1 THOC1 XCL1 GOBP_NEGATIVE_REGULATION_OF_LYMPHOCYTE_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_LYMPHOCYTE_MIGRATION ADTRP AKT1 APOD CCL2 CD200 CD200R1 GCSAM IL27RA KLRC4-KLRK1 KLRK1 LRCH1 MIA3 PADI2 RIPOR2 WASL GOBP_NEGATIVE_REGULATION_OF_MACROAUTOPHAGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MACROAUTOPHAGY AKT1 BECN1 CLEC16A EHMT2 FEZ1 FEZ2 HMOX1 LRRK2 LZTS1 MTM1 MTOR NPC1 NRBP2 NUPR1 PHF23 PIK3CA PINK1 POLDIP2 QSOX1 RNF41 RUBCN SCFD1 SEC22B SMCR8 TIGAR TMEM39A TP53 TSC1 TSC2 UBQLN4 USP30 USP36 GOBP_NEGATIVE_REGULATION_OF_MACROPHAGE_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MACROPHAGE_ACTIVATION ADGRF5 BPI CD200 CST7 CX3CL1 FCGR2B GRN IL31RA IL4 LDLR LRFN5 MIR130A NR1D1 NR1H3 PTPRC SYT11 TAFA3 VSIG4 ZC3H12A GOBP_NEGATIVE_REGULATION_OF_MACROPHAGE_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MACROPHAGE_APOPTOTIC_PROCESS CCR5 GHSR IRF7 MIRLET7B NOD2 SELENOS ST6GAL1 GOBP_NEGATIVE_REGULATION_OF_MACROPHAGE_CHEMOTAXIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MACROPHAGE_CHEMOTAXIS C5 CYP19A1 DDT MIF MMP28 SLAMF8 STAP1 GOBP_NEGATIVE_REGULATION_OF_MACROPHAGE_CYTOKINE_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MACROPHAGE_CYTOKINE_PRODUCTION ACP5 AXL CUEDC2 EPX IRAK3 NLRX1 NOD2 PRG2 TGFB1 TGFB2 TGFB3 TWIST1 GOBP_NEGATIVE_REGULATION_OF_MACROPHAGE_DERIVED_FOAM_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MACROPHAGE_DERIVED_FOAM_CELL_DIFFERENTIATION ABCA1 ABCA5 ABCG1 ADIPOQ CETP CRP ITGAV ITGB3 MIR130B NFKBIA NR1H2 NR1H3 PPARA PPARG GOBP_NEGATIVE_REGULATION_OF_MACROPHAGE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MACROPHAGE_DIFFERENTIATION ADIPOQ C1QC GATA2 INHA INHBA MIR486-1 PTPN2 ZBTB46 GOBP_NEGATIVE_REGULATION_OF_MACROPHAGE_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MACROPHAGE_MIGRATION BCR C5 CD200 CD200R1 CNN2 CYP19A1 DDT EMILIN1 MIF MIR128-1 MIR24-1 MMP28 SLAMF8 STAP1 GOBP_NEGATIVE_REGULATION_OF_MAPK_CASCADE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MAPK_CASCADE ABCA7 ABL1 ACE2 ADIPOQ AGT AIDA AMBP APOE ASH1L ATF3 BMP2 BTN2A2 C1QL4 C3orf33 CASC2 CAV1 CAV3 CBLC CD300A CDK5RAP3 CHRNA10 CNKSR3 CRYBA1 CSK CYLD DAB2 DAB2IP DACT1 DAG1 DEFB114 DLG1 DNAJA1 DUSP1 DUSP10 DUSP13 DUSP16 DUSP19 DUSP2 DUSP26 DUSP29 DUSP3 DUSP4 DUSP5 DUSP6 DUSP7 DUSP8 DUSP9 EFNA1 EIF3A EMILIN1 EPHA4 EPHB2 EZR F2RL1 FBLN1 FKTN FLCN FOXM1 FOXO1 GBA1 GBP1 GPER1 GPS2 GSTP1 HDAC3 HIPK3 HYAL2 IGBP1 IGF1R IL1B INPP5K IRAK3 ITCH ITGB1BP1 KLHL31 LAX1 LEMD2 LIF LILRB4 LMO3 LYN MAPK8IP1 MARVELD3 MECOM MEN1 MIR133A1 MIR133B MIR138-1 MIR185 MIR200C MIR205 MIR20A MIR21 MIR218-1 MIR221 MIR26A1 MIR29B1 MIR424 MIR503 MIR92A1 MYC NCOR1 NDRG2 NF1 NF2 NHERF1 NLRP12 NLRP6 NPPA P2RX7 PAFAH1B1 PAQR3 PBK PDCD4 PEBP1 PER1 PHB1 PIK3CB PIK3R2 PIN1 PINK1 PPARG PPEF2 PPIA PPP2R1A PRDM15 PRKCD PRKN PRMT1 PSCA PSMD10 PTEN PTPN1 PTPN2 PTPN22 PTPN6 PTPRC PTPRJ PTPRR QARS1 RANBP9 RGS14 RGS2 RNF149 RPS6KA6 SEMA6A SERPINB3 SH2B3 SH3RF2 SIRPA SIRT3 SMAD4 SMPD1 SORL1 SPRED1 SPRED2 SPRED3 SPRY1 SPRY2 SPRY3 SPRY4 STK38 STYXL2 SYNJ2BP TAOK3 TBC1D10C TIMP3 TLR4 TLR9 TNIP1 TREM2 UCHL1 VRK3 WNK2 ZMYND11 ZNF675 GOBP_NEGATIVE_REGULATION_OF_MAP_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MAP_KINASE_ACTIVITY ADIPOQ AGT AIDA APOE BMP2 CAV3 CBLC CD300A CDK5RAP3 DAB2IP DEFB114 DNAJA1 DUSP1 DUSP10 DUSP16 DUSP19 DUSP7 GBA1 GSTP1 HIPK3 HYAL2 IL1B INPP5K IRAK3 LAX1 LYN MAPK8IP1 MIR218-1 MIR92A1 NF1 NPPA PAQR3 PDCD4 PIK3CB PPARG PRKCD PTPN1 PTPN22 PTPRJ RGS14 RGS2 SERPINB3 SMPD1 SORL1 SPRY1 SPRY2 SPRY3 SPRY4 STK38 UCHL1 ZNF675 GOBP_NEGATIVE_REGULATION_OF_MAST_CELL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MAST_CELL_ACTIVATION CD300A CD300LF CD84 CNR1 CNR2 ENPP3 FER FOXF1 IL13RA2 LGALS9 MILR1 PTPN6 RABGEF1 GOBP_NEGATIVE_REGULATION_OF_MAST_CELL_ACTIVATION_INVOLVED_IN_IMMUNE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MAST_CELL_ACTIVATION_INVOLVED_IN_IMMUNE_RESPONSE CD300A CD84 ENPP3 FER FOXF1 IL13RA2 LGALS9 PTPN6 RABGEF1 GOBP_NEGATIVE_REGULATION_OF_MAST_CELL_DEGRANULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MAST_CELL_DEGRANULATION CD300A CD84 FOXF1 IL13RA2 LGALS9 RABGEF1 GOBP_NEGATIVE_REGULATION_OF_MATRIX_METALLOPEPTIDASE_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MATRIX_METALLOPEPTIDASE_SECRETION CD200 MIR146A MIR199A1 MIR19A MIR19B1 MIR29B1 MIR766 GOBP_NEGATIVE_REGULATION_OF_MEGAKARYOCYTE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MEGAKARYOCYTE_DIFFERENTIATION CIB1 GABPA H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 MIR486-1 MYB PF4 PRMT1 GOBP_NEGATIVE_REGULATION_OF_MEIOTIC_CELL_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MEIOTIC_CELL_CYCLE CHFR DMRT1 DUSP1 FBXO43 FBXO5 HORMAD1 LIF MOS NANOS2 NPPC NPR2 OVOL1 PKMYT1 RAD1 RPS6KA2 TRIP13 TTK GOBP_NEGATIVE_REGULATION_OF_MEIOTIC_CELL_CYCLE_PHASE_TRANSITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MEIOTIC_CELL_CYCLE_PHASE_TRANSITION CHFR MOS OVOL1 PKMYT1 TTK GOBP_NEGATIVE_REGULATION_OF_MEIOTIC_NUCLEAR_DIVISION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MEIOTIC_NUCLEAR_DIVISION DMRT1 FBXO43 FBXO5 HORMAD1 LIF NANOS2 RAD1 RPS6KA2 TRIP13 GOBP_NEGATIVE_REGULATION_OF_MEMBRANE_DEPOLARIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MEMBRANE_DEPOLARIZATION BCL2 BOK CAV3 FZD9 HSH2D IFI6 SRC GOBP_NEGATIVE_REGULATION_OF_MEMBRANE_PERMEABILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MEMBRANE_PERMEABILITY ACAA2 ARHGAP11B BAK1 BCL2L2 BNIP3 BOK FZD9 GCLC HEG1 HK2 HSPA1A IER3 MIR146A MIR17 MPV17L RASIP1 SLC25A31 SLC25A4 SLC25A5 SLC25A6 SLC35F6 TMEM14A GOBP_NEGATIVE_REGULATION_OF_MEMBRANE_POTENTIAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MEMBRANE_POTENTIAL ADCY10 ARL6IP5 BAX BNIP3 MAPT MIR181B1 PIP5KL1 PMAIP1 PRELID1 RNF122 SLC25A27 TRPV1 GOBP_NEGATIVE_REGULATION_OF_MEMBRANE_PROTEIN_ECTODOMAIN_PROTEOLYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MEMBRANE_PROTEIN_ECTODOMAIN_PROTEOLYSIS IL10 LRIG2 PTPN3 ROCK1 TIMP1 TIMP2 TIMP3 TIMP4 GOBP_NEGATIVE_REGULATION_OF_MESENCHYMAL_CELL_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MESENCHYMAL_CELL_APOPTOTIC_PROCESS BMP7 GDF5 HIF1A HNF1B PAX2 PAX8 POU3F4 SHH SOX9 SYNE1 TBX1 GOBP_NEGATIVE_REGULATION_OF_MESENCHYMAL_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MESENCHYMAL_CELL_PROLIFERATION BMP4 CTNNBIP1 LMNA NFIB PHF14 WNT11 WNT5A GOBP_NEGATIVE_REGULATION_OF_METALLOENDOPEPTIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_METALLOENDOPEPTIDASE_ACTIVITY MIR152 MIR195 MIR24-1 MIR29C MIR892B PICALM RECK SORL1 TIMP3 GOBP_NEGATIVE_REGULATION_OF_METALLOPEPTIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_METALLOPEPTIDASE_ACTIVITY LRP1 MIR152 MIR195 MIR199A1 MIR24-1 MIR29B1 MIR29C MIR892B PICALM RECK SORL1 TIMP1 TIMP2 TIMP3 GOBP_NEGATIVE_REGULATION_OF_MHC_CLASS_II_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MHC_CLASS_II_BIOSYNTHETIC_PROCESS HDAC2 IL10 NFX1 PF4 SPI1 TAF7 GOBP_NEGATIVE_REGULATION_OF_MICROGLIAL_CELL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MICROGLIAL_CELL_ACTIVATION CST7 CX3CL1 GRN LDLR NR1D1 PTPRC SYT11 TAFA3 GOBP_NEGATIVE_REGULATION_OF_MICROTUBULE_POLYMERIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MICROTUBULE_POLYMERIZATION ARHGEF7 CDH5 CLIP3 DYRK1A EML2 FKBP4 MAP2 MAPRE1 SNCA STMN1 STMN2 TBCD TUBB4A GOBP_NEGATIVE_REGULATION_OF_MICROTUBULE_POLYMERIZATION_OR_DEPOLYMERIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MICROTUBULE_POLYMERIZATION_OR_DEPOLYMERIZATION APC APC2 ARHGEF2 ARHGEF7 ATXN7 BMERB1 CAMSAP2 CDH5 CIB1 CKAP2 CLASP1 CLASP2 CLIP3 DYRK1A EML2 FGF13 FKBP4 HDAC6 HDGFL3 KATNB1 MAP1B MAP2 MAP6D1 MAPRE1 MID1 MID1IP1 NAV3 SNCA SPEF1 STMN1 STMN2 TAOK1 TBCD TPX2 TRIM54 TTBK2 TUBB4A WDR47 GOBP_NEGATIVE_REGULATION_OF_MIRNA_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MIRNA_METABOLIC_PROCESS BMP4 ESR1 GATA6 HIF1A LILRB4 NCOR1 NCOR2 NFATC3 NFATC4 NFIB PDGFB POU5F1 PPARA PPARD PPARG RARA RELA REST SMAD3 SOX9 SRF TENT2 TGFB1 TWIST1 YY1 ZNF512B GOBP_NEGATIVE_REGULATION_OF_MIRNA_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MIRNA_PROCESSING BCDIN3D HOXB-AS3 IL6 LIN28A LIN28B MECP2 STAT3 TP53 ZC3H10 ZMPSTE24 GOBP_NEGATIVE_REGULATION_OF_MITOCHONDRIAL_FUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MITOCHONDRIAL_FUSION ADCK1 BNIP3 HUWE1 MUL1 OMA1 PRKN TFRC VAT1 GOBP_NEGATIVE_REGULATION_OF_MITOCHONDRIAL_OUTER_MEMBRANE_PERMEABILIZATION_INVOLVED_IN_APOPTOTIC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MITOCHONDRIAL_OUTER_MEMBRANE_PERMEABILIZATION_INVOLVED_IN_APOPTOTIC_SIGNALING_PATHWAY ACAA2 BAK1 BOK FZD9 GCLC HSPA1A IER3 MPV17L SLC25A31 SLC25A4 SLC25A5 SLC25A6 SLC35F6 TMEM14A GOBP_NEGATIVE_REGULATION_OF_MITOCHONDRION_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MITOCHONDRION_ORGANIZATION ACAA2 ADCK1 AKT1 AVP BAK1 BCL2L1 BCL2L2 BNIP3 BOK C11orf65 CLU FLCN FXN FZD9 GCLC GHITM GPX1 HGF HSPA1A HUWE1 IAPP IER3 IGF1 LMNA MAPT MPV17L MUL1 NOL3 OMA1 OPA1 PARL PINK1 PPARG PPIF PRELID1 PRKN PSMD10 RNF41 SLC25A31 SLC25A4 SLC25A5 SLC25A6 SLC35F6 TFRC TIGAR TMEM14A TP53 TRIAP1 TSC2 TSPO USP30 VAT1 GOBP_NEGATIVE_REGULATION_OF_MITOTIC_CELL_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MITOTIC_CELL_CYCLE ABL1 ABRAXAS1 ACVR1 ANAPC15 ANGEL2 APC ATF2 ATM AURKAIP1 AURKB AVEN BABAM1 BABAM2 BARD1 BCL2 BCL6 BIRC5 BLM BMP4 BMP7 BRCA1 BRCC3 BRD7 BRINP1 BRINP2 BRINP3 BRSK1 BTG1 BTG2 BTG3 BTG4 BTN2A2 BUB1 BUB1B BUB3 CACNB4 CASP2 CCL2 CCNB1 CCND1 CCNG1 CDC14B CDC20 CDC6 CDC73 CDCA8 CDK1 CDK2 CDK2AP2 CDK5RAP2 CDK5RAP3 CDKN1A CDKN1B CDKN1C CDKN2B CENPF CHEK1 CHEK2 CHFR CHMP4C CLSPN CRADD CRLF3 CTDSP1 CTDSP2 CTDSPL CTNNB1 DACT1 DCUN1D3 DLG1 DONSON DTL DUSP1 DYNC1LI1 E2F7 EME1 EME2 EZH2 FAM107A FANCD2 FBXO31 FBXO5 FBXO7 FHL1 FOXC1 FOXN3 FOXO4 FZD3 FZR1 GAS1 GEN1 GFI1B GIGYF2 GJC2 GML GPNMB GPR132 GTSE1 HASPIN HECA HUS1 HUS1B IER3 IK IL10 INCENP INHBA INIP INTS3 JADE1 KANK2 KLF4 KLHL22 KNL1 KNTC1 LCMT1 MAD1L1 MAD2L1 MAD2L1BP MAD2L2 MAP3K20 MBTPS1 MBTPS2 MDC1 MDM2 MEIOC MIIP MIR133A1 MIR133B MIR134 MIR137 MIR15A MIR15B MIR16-1 MIR193A MIR195 MIR19B1 MIR21 MIR26A1 MIR29A MIR29B1 MIR29C MIR30C2 MIR362 MIR451A MIR638 MIR892B MRE11 MRNIP MSH2 MTBP MUC1 MUS81 MYO16 NABP1 NABP2 NACC2 NAE1 NBN NDC80 NEK11 NHERF1 NLE1 NME6 NOP53 NUF2 ORC1 OVOL1 PABIR1 PCID2 PIDD1 PINX1 PKD2 PLK1 PLK2 PLK3 PML PPP1R10 PRAP1 PRKDC PRMT2 PSMG2 PTEN PTPN3 RAD17 RAD21 RAD50 RAD9A RAD9B RB1 RBBP8 RBL1 RBL2 RBM46 RFPL1 RFWD3 RGCC RINT1 RPA2 RPL26 RPS27L SCRIB SDE2 SETMAR SLFN11 SPC24 SPC25 SPDL1 STK33 SYF2 TAOK1 TAOK2 TAOK3 TEX14 TFDP3 TICRR TIPIN TNF TOM1L1 TOM1L2 TOPBP1 TP53 TPR TPRA1 TREX1 TRIAP1 TRIM35 TRIM39 TRIP13 TTK UIMC1 USP44 USP47 VPS4A WAC WEE1 XPC XRCC3 YTHDC2 ZFP36L1 ZFP36L2 ZFYVE19 ZNF207 ZNF655 ZNF830 ZW10 ZWILCH ZWINT GOBP_NEGATIVE_REGULATION_OF_MITOTIC_CELL_CYCLE_PHASE_TRANSITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MITOTIC_CELL_CYCLE_PHASE_TRANSITION ABRAXAS1 ACVR1 ANAPC15 APC ATM AURKB AVEN BABAM1 BABAM2 BARD1 BCL2 BIRC5 BLM BRCA1 BRCC3 BRD7 BRSK1 BTN2A2 BUB1 BUB1B BUB3 CACNB4 CASP2 CCL2 CCNB1 CCND1 CCNG1 CDC14B CDC20 CDC6 CDC73 CDCA8 CDK1 CDK2 CDK2AP2 CDK5RAP2 CDK5RAP3 CDKN1A CDKN1B CDKN2B CENPF CHEK1 CHEK2 CHFR CHMP4C CLSPN CRADD CRLF3 CTDSP1 CTDSP2 CTDSPL DACT1 DCUN1D3 DLG1 DONSON DTL DUSP1 DYNC1LI1 E2F7 EZH2 FAM107A FBXO31 FBXO5 FBXO7 FHL1 FOXN3 FOXO4 FZR1 GEN1 GFI1B GIGYF2 GJC2 GML GPNMB GPR132 GTSE1 HASPIN HUS1 HUS1B IER3 IK INCENP INHBA INIP INTS3 JADE1 KANK2 KLF4 KLHL22 KNL1 KNTC1 LCMT1 MAD1L1 MAD2L1 MAD2L1BP MAD2L2 MBTPS1 MBTPS2 MDM2 MIIP MIR133A1 MIR133B MIR137 MIR15A MIR15B MIR16-1 MIR193A MIR195 MIR19B1 MIR26A1 MIR29A MIR29B1 MIR29C MIR30C2 MIR362 MIR451A MIR638 MIR892B MRE11 MRNIP MUC1 MYO16 NABP1 NABP2 NACC2 NAE1 NBN NDC80 NOP53 NUF2 ORC1 PABIR1 PCID2 PIDD1 PINX1 PKD2 PLK1 PLK2 PLK3 PML PRAP1 PRKDC PRMT2 PSMG2 PTEN RAD17 RAD21 RAD50 RB1 RBBP8 RBL1 RBL2 RFPL1 RFWD3 RGCC RINT1 RPA2 RPL26 RPS27L SDE2 SLFN11 SPC24 SPC25 SPDL1 SYF2 TAOK1 TAOK2 TAOK3 TEX14 TFDP3 TICRR TOPBP1 TP53 TPR TPRA1 TREX1 TRIAP1 TRIM39 TRIP13 TTK UIMC1 USP44 USP47 VPS4A WAC WEE1 XRCC3 ZFP36L1 ZFP36L2 ZFYVE19 ZNF207 ZNF655 ZNF830 ZW10 ZWILCH ZWINT GOBP_NEGATIVE_REGULATION_OF_MOLECULAR_FUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MOLECULAR_FUNCTION ABCA2 ABCE1 ABL1 ACE2 ACOD1 ACP4 ACTB ACTN2 ADAM15 ADAR ADARB1 ADGRG3 ADGRV1 ADIPOQ ADORA3 ADRA2A ADRB2 ADRB3 AGT AHSG AIDA AIM2 AKAP5 AKT1 AKT1S1 ANGPTL3 ANGPTL4 ANK3 ANO9 ANXA1 ANXA4 ANXA8 ANXA8L1 AOC3 APBA3 APC APCS APOA2 APOC1 APOC3 APOE APP AQP1 ARFGEF1 ARHGAP28 ARL2 ARL6IP1 ARRB1 ARRB2 ATP1A2 ATP2A2 ATP2A3 ATP2B4 ATP5IF1 AURKA AURKB AVP B2M BAG2 BAG5 BANF1 BAX BCL2L12 BCL3 BHLHE40 BICD1 BIN1 BMP2 BMP7 BOD1 BRMS1 BTAF1 BTRC CAAP1 CAB39 CACTIN CALCR CALM1 CALM2 CALM3 CAMK1 CAMK2A CAMK2D CAMK2N1 CAMK2N2 CAND1 CARD16 CARD18 CARD8 CASQ2 CAST CAV1 CAV3 CBARP CBL CBLB CBLC CCAR2 CCDC22 CCR2 CD200 CD300A CD44 CDK5RAP1 CDK5RAP3 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2D CEACAM1 CEBPA CEBPG CEP43 CEP85 CERS1 CFHR1 CFHR2 CFHR5 CHMP6 CHP1 CHUK CLEC12B CLIC2 CLN3 CMKLR1 CNRIP1 COMMD1 COMMD6 COMMD7 CORO1C CPEB2 CPNE1 CR1 CRB2 CRHBP CRHR1 CRMP1 CRY2 CSN2 CSNK1E CSNK2A1 CST1 CST2 CST3 CST4 CST5 CST7 CSTA CSTB CTNNBIP1 CTTNBP2NL CYLD CYP1B1 CYP27B1 CYP2D6 DAB2 DAB2IP DACT1 DAOA DAP DBNDD1 DBNDD2 DDIT3 DDX11 DDX3X DEFB114 DEPTOR DFFA DHCR24 DISC1 DKK1 DNAJA1 DNAJB2 DNAJB6 DPEP1 DRD2 DRD3 DRD4 DRD5 DTNBP1 DTX3L DUSP1 DUSP10 DUSP16 DUSP19 DUSP22 DUSP3 DUSP7 DVL1 E2F1 ECM1 EDNRB EFHB EGLN1 EIF2AK4 EIF4A2 EOMES EPHA1 EPHB2 EPO EPPIN ERBIN ERCC4 ERRFI1 ESR1 ETFBKMT FABP1 FAF1 FBXO5 FETUB FICD FKBP1A FKBP1B FLNA FMR1 FNIP1 FOXA2 FOXH1 FOXJ1 FOXP3 FOXS1 FZD10 FZD6 G3BP2 GABBR2 GADD45A GALR1 GAPDH GAS6 GATA1 GBA1 GCHFR GCKR GEMIN2 GFI1 GLA GLIS2 GMIP GNAI2 GNAI3 GNAQ GNAT1 GNB5 GNL3L GOLGA2 GOPC GPR35 GPRC5A GPSM1 GPX1 GRM2 GRM3 GRP GSK3A GSK3B GSKIP GSTM2 GSTO1 GSTP1 GTF2F1 GTPBP4 GZMA H19 HABP4 HAND1 HAVCR2 HDAC2 HDAC4 HDAC6 HDAC9 HECW1 HECW2 HEG1 HES1 HES6 HEXIM1 HEXIM2 HEY1 HEY2 HEYL HFE HGF HHEX HIF1AN HIPK3 HMGA2 HNRNPU HP HRAS HRG HSPB1 HYAL2 ID1 ID2 ID3 IFI16 IFI6 IFIT1 IFIT2 IFNG IGBP1 IKBKB IL10 IL1B ILRUN INCA1 INPP5K INS IPO5 IPO7 IRAK1 IRAK2 IRAK3 IRS2 ITCH ITGA4 ITGAV ITGB1BP1 ITGB3 JAK2 JUN KCNAB1 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNRG KDM1A KEAP1 KLF4 KLRC4-KLRK1 KLRK1 KNG1 LAMP3 LAMTOR5 LATS1 LATS2 LAX1 LEF1 LGALS3 LILRB4 LIMK1 LRCH1 LRP1 LRP5 LRP6 LRPAP1 LRRC14 LRRK2 LTB4R2 LTF LYN MACROH2A1 MAD2L1 MAD2L2 MAGEA3 MAP2 MAP2K5 MAP3K10 MAPK7 MAPK8 MAPK8IP1 MAPT MASTL MDFI MEN1 MET MGAT5 MIDN MIR1-1 MIR101-1 MIR103A1 MIR127 MIR128-1 MIR129-1 MIR130B MIR132 MIR133A1 MIR133B MIR138-1 MIR140 MIR144 MIR148A MIR152 MIR153-1 MIR15A MIR16-1 MIR17 MIR182 MIR185 MIR186 MIR192 MIR195 MIR199A1 MIR19B1 MIR200C MIR208A MIR208B MIR20A MIR21 MIR210 MIR212 MIR218-1 MIR219A1 MIR223 MIR24-1 MIR26A1 MIR27A MIR27B MIR29B1 MIR29C MIR30C1 MIR30C2 MIR30D MIR326 MIR339 MIR33A MIR33B MIR34A MIR34B MIR378A MIR448 MIR451A MIR495 MIR498 MIR499A MIR508 MIR590 MIR613 MIR675 MIR711 MIR873 MIR892B MIR9-1 MIR92A1 MIR92B MIR93 MIRLET7B MITD1 MMP9 MNAT1 MSX2 MT3 MTRR MTURN MVP MYCNOS MYOCD NAIP NCKAP1L NDFIP1 NDFIP2 NEDD4 NEDD4L NEIL1 NES NF1 NFKB1 NFKBIA NFKBIB NFKBIE NFKBIL1 NLRC3 NLRC5 NLRP12 NLRP2B NLRP3 NOG NOL3 NOS1 NOSIP NOTCH1 NPM1 NPPA NPRL2 NR0B1 NR0B2 NR2F2 NUCKS1 NUPR1 NWD1 OSR1 OTULIN OXA1L OXSR1 PAK2 PALM PAM16 PAQR3 PARK7 PARP10 PARP3 PARP9 PAX2 PAXIP1 PCID2 PCSK9 PDCD4 PDGFB PDPK1 PER2 PEX14 PEX19 PHB2 PHPT1 PICALM PIF1 PIH1D1 PIK3CB PIK3IP1 PIM1 PIN1 PINX1 PKD1 PKD2 PKHD1 PKIA PKIB PKIG PLA2G10 PLA2R1 PLAUR PLIN5 PLK1 PLN PLXNB3 PNKP POT1 POU4F2 PPARA PPARG PPIA PPIF PPM1E PPM1F PPP1CA PPP1R12A PPP1R14D PPP1R15A PPP1R1B PPP2CB PPP2R5A PPP4R4 PRDX3 PRKAG2 PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCD PRKCE PRKN PRKRIP1 PRMT2 PRNP PROX1 PSEN1 PSMD10 PSME3IP1 PTCH1 PTEN PTGIS PTK6 PTPA PTPN1 PTPN22 PTPRB PTPRC PTPRF PTPRJ PTPRO PTPRQ PTPRT PTX3 PXK PYCARD PYDC1 PYDC2 QARS1 RACK1 RAF1 RALB RAMP3 RASA4 RASIP1 RB1 RBCK1 RCC2 RD3 RDX RECK RFFL RGS14 RGS2 RIPOR2 RNF2 RNF34 ROCK1 ROCK2 RPL11 RPL23 RPL5 RPS6KA1 RPS6KA3 RPS7 RRP1B RSF1 RTRAF RUBCN RWDD3 SEMA4D SERPINA1 SERPINA10 SERPINA11 SERPINA12 SERPINA2 SERPINA3 SERPINA4 SERPINA5 SERPINA6 SERPINA7 SERPINA9 SERPINB1 SERPINB10 SERPINB11 SERPINB12 SERPINB13 SERPINB2 SERPINB3 SERPINB4 SERPINB5 SERPINB6 SERPINB7 SERPINB8 SERPINB9 SERPIND1 SERPINE1 SERPINE2 SERPINE3 SERPINF1 SERPINF2 SERPING1 SERPINH1 SERPINI1 SERPINI2 SETD6 SFN SFRP4 SFRP5 SH3BP4 SH3BP5 SH3BP5L SH3RF1 SIAH2 SIGIRR SIK1 SIRT1 SLC39A14 SLC6A9 SLC8A1 SLC8A3 SLN SLPI SMAD7 SMCR8 SMO SMPD1 SNCA SNX6 SOCS4 SOCS5 SORL1 SORT1 SOX11 SP100 SPI1 SPINK2 SPINK5 SPOCK1 SPOCK2 SPOCK3 SPRED1 SPRY1 SPRY2 SPRY3 SPRY4 SRC SRCIN1 SRI STK38 STK39 STMN1 STYX STYXL1 SUFU SUMO1 SUMO3 SUMO4 SYMPK TAF3 TAF7 TARBP2 TAX1BP1 TBX6 TBXT TCAF2 TCEAL7 TCF7L2 TERF1 TERF2 TESK1 TFAP4 TFDP3 TFIP11 TGFB2 THBS1 THY1 TIMP1 TIMP2 TIMP3 TIMP4 TINF2 TIPRL TLE5 TLR9 TMBIM1 TMBIM6 TMC8 TMED2 TMIGD3 TMSB4X TNF TNFAIP3 TNFRSF4 TNFSF4 TNKS TNNI3 TNNT2 TP53 TRAF3 TRDN TRIAP1 TRIB1 TRIB2 TRIB3 TRIM21 TRIM27 TRIM37 TRIM40 TSC1 TSC2 TSG101 TTBK1 TTBK2 UBASH3B UBQLN1 UBXN1 UCHL1 UFL1 URI1 USP17L2 USP33 USP44 USP47 USP7 VCPKMT VEGFA VPS25 VTN WAPL WARS1 WASHC1 WFS1 WNK1 WWP2 WWTR1 XCL1 XIAP XIRP1 XRCC1 YWHAE YWHAG ZC3H12A ZFP36 ZFPM1 ZFYVE28 ZGPAT ZNF431 ZNF593 ZNF675 GOBP_NEGATIVE_REGULATION_OF_MONOATOMIC_ANION_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MONOATOMIC_ANION_TRANSPORT ANO9 GABRE GOPC PRKG2 TCAF2 GOBP_NEGATIVE_REGULATION_OF_MONOATOMIC_ION_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MONOATOMIC_ION_TRANSMEMBRANE_TRANSPORT ACTN2 ADRA2A ANK3 ANO9 ATP1A2 ATP7A BCL2 BIN1 CAB39 CALM1 CALM2 CALM3 CAMK2D CASQ2 CAV1 CAV3 CBARP CLIC2 COMMD1 CRBN CRHR1 DRD2 DRD3 DRD4 EPHB2 EPO FKBP1A FKBP1B FMR1 GNB5 GOPC GPR35 GRP GSTM2 GSTO1 HAMP HECW1 HECW2 ISCU KCNAB1 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNH2 KCNRG KEL MIR1-1 MIR103A1 MIR133A1 MIR153-1 MIR192 MIR200C MIR208A MIR208B MIR212 MIR24-1 MIR26A1 MIR29B1 MIR30D MIR328 MIR448 MIR499A MIR93 MMP9 NEDD4 NEDD4L NOS1 NTSR1 OSR1 OXSR1 PCSK9 PKD2 PLN PPIF PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PRKCE REM1 RGS4 SESTD1 SLC26A5 SLC30A1 SLC6A9 SLN SRI STK39 SUMO1 TCAF2 TLR9 TMBIM6 TRDN UBQLN1 UBR3 VDAC1 YWHAE YWHAQ GOBP_NEGATIVE_REGULATION_OF_MONOATOMIC_ION_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MONOATOMIC_ION_TRANSPORT ACE ACTN2 ADRA2A ANK3 ANO9 ATF4 ATP1A2 ATP7A BCL2 BEST3 BIN1 CAB39 CALM1 CALM2 CALM3 CAMK2D CASQ2 CAV1 CAV3 CBARP CD33 CLIC2 CNR1 COMMD1 CRBN CRHR1 DRD2 DRD3 DRD4 EPHB2 EPO EPPIN FKBP1A FKBP1B FMR1 GABRE GNB5 GOPC GPR35 GRP GSTM2 GSTO1 HAMP HCRT HECW1 HECW2 HES1 HRH3 HTR1B HTR2A INPP5K ISCU KCNAB1 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNH2 KCNRG KEL LILRB1 LILRB2 MAOB MIR1-1 MIR103A1 MIR133A1 MIR153-1 MIR192 MIR200C MIR208A MIR208B MIR212 MIR24-1 MIR26A1 MIR29B1 MIR30D MIR328 MIR34A MIR424 MIR448 MIR499A MIR93 MMP9 MRLN NEDD4 NEDD4L NHERF1 NOS1 NOS3 NTSR1 OSR1 OXSR1 PACSIN3 PCSK9 PKD2 PLN PPIF PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PRKCE PRKG2 PTGS2 PTK2B PXK REM1 RGS4 SEMG1 SERPINE2 SESTD1 SLC26A5 SLC30A1 SLC6A9 SLN SPINK1 SRI STC1 STK39 SUMO1 TCAF2 TLR9 TMBIM6 TRDN TRIM27 UBQLN1 UBR3 VDAC1 VIP WNK4 YWHAE YWHAQ GOBP_NEGATIVE_REGULATION_OF_MONOCYTE_CHEMOTACTIC_PROTEIN_1_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MONOCYTE_CHEMOTACTIC_PROTEIN_1_PRODUCTION APOD C1QTNF3 ERBIN GSTP1 NR1H4 SOCS5 GOBP_NEGATIVE_REGULATION_OF_MONOCYTE_CHEMOTAXIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MONOCYTE_CHEMOTAXIS CCN3 DUSP1 GREM1 MICOS10-NBL1 NBL1 SLAMF8 SLIT2 GOBP_NEGATIVE_REGULATION_OF_MONOCYTE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MONOCYTE_DIFFERENTIATION APCS CDK6 GPR68 HOXA7 INPP5D MIR125B1 MYC ZBTB46 GOBP_NEGATIVE_REGULATION_OF_MONONUCLEAR_CELL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MONONUCLEAR_CELL_MIGRATION ADTRP AKT1 APOD BMP5 CCL2 CCN3 CD200 CD200R1 DUSP1 GCSAM GREM1 IL27RA KLRC4-KLRK1 KLRK1 LRCH1 MIA3 MICOS10-NBL1 MIR146A NBL1 PADI2 PLCB1 RIPOR2 SLAMF8 SLIT2 WASL GOBP_NEGATIVE_REGULATION_OF_MONOOXYGENASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MONOOXYGENASE_ACTIVITY ATP2B4 CAV3 CYP27B1 GFI1 GLA MIR130B MIR132 MIR138-1 MIR212 MIR26A1 MIR27B MIR378A NFKB1 NOSIP SNCA GOBP_NEGATIVE_REGULATION_OF_MORPHOGENESIS_OF_AN_EPITHELIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MORPHOGENESIS_OF_AN_EPITHELIUM BMP4 BMP7 MIR21 NKD1 SULF1 TACSTD2 TBX2 TNF WNT5A GOBP_NEGATIVE_REGULATION_OF_MOTOR_NEURON_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MOTOR_NEURON_APOPTOTIC_PROCESS BCL2 CNTFR CRLF1 ERBB3 MAP2K4 MAP3K12 NEFL RHOA ROCK1 VPS54 ZPR1 GOBP_NEGATIVE_REGULATION_OF_MRNA_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MRNA_METABOLIC_PROCESS A1CF ANGEL2 APOBEC1 AXIN2 BAG4 BARD1 BOLL C1QBP CELF4 CIRBP CSDE1 DAZ1 DAZ2 DAZ3 DAZ4 DAZL DHX34 DHX9 DND1 DYRK1A E2F1 EIF4ENIF1 ELAVL1 ELAVL4 FMR1 FUS GDNF HNRNPA0 HNRNPA2B1 HNRNPAB HNRNPC HNRNPD HNRNPK HNRNPU IGF2BP1 IGF2BP2 IGF2BP3 IKBKE IREB2 LARP1 LARP1B LARP4B MAPK14 MAPKAPK2 MEIOC METTL16 MYD88 NBAS NOCT NPM1 NRDE2 PABPC1 PAIP1 PCBP4 PKP1 PKP3 PTBP1 RBM10 RBM20 RBM24 RBM42 RBM46 RBM47 RBMX RNPS1 SAP18 SECISBP2 SFSWAP SLC11A1 SRSF10 SRSF12 SRSF4 SRSF6 SRSF7 SRSF9 SYNCRIP TAF15 TARDBP TENT4A TENT4B TENT5A TENT5B TENT5C TENT5D THRAP3 TIRAP TOB1 TRAF2 TRAF3IP2 TRAF5 U2AF2 UPF3A VIP YBX1 YBX3 ZAR1 ZC3H14 ZFP36 GOBP_NEGATIVE_REGULATION_OF_MRNA_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MRNA_PROCESSING BARD1 C1QBP CELF4 DYRK1A HNRNPA2B1 HNRNPK NPM1 PCBP4 PTBP1 RBM10 RBM20 RBM42 RBMX RNPS1 SAP18 SFSWAP SRSF10 SRSF12 SRSF4 SRSF6 SRSF7 SRSF9 U2AF2 ZC3H14 GOBP_NEGATIVE_REGULATION_OF_MULTICELLULAR_ORGANISMAL_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MULTICELLULAR_ORGANISMAL_PROCESS ABCC8 ABCD1 ABCD2 ABCG5 ABCG8 ABHD6 ACOD1 ACOT11 ACOT13 ACP5 ACTN3 ACVR1C ACVR2B ACVRL1 ADA ADAM17 ADAMTS1 ADAMTS12 ADAMTS18 ADAMTS5 ADAMTS7 ADAMTS9 ADCY10 ADCY7 ADGRB1 ADGRB2 ADGRB3 ADGRF5 ADIPOQ ADIPOR1 ADM ADORA1 ADORA2A ADORA2B ADRA1A ADRA2A ADRB1 ADRB2 ADRB3 ADTRP AGER AGO1 AGTR2 AHSG AKAP8 ALDH1A1 ALOX12 ALOX5 ALPK2 AMOT ANGPT1 ANGPT2 ANGPT4 ANGPTL7 ANXA1 ANXA2 ANXA4 ANXA5 APCS APOA1 APOA2 APOA4 APOC1 APOC2 APOC3 APOD APOE APOH APOM APPL2 ARG1 ARG2 ARHGAP4 ARHGAP42 ARHGDIB ARID4A ARID4B ARRB1 ARRB2 ARRDC3 ASB1 ASCL2 ATF2 ATF4 ATG12 ATG5 ATM ATOH1 ATP1A1 ATP1A2 ATP2A2 ATP2B1 ATP2B4 AVP AVPR1A AXIN2 AXL B2M BANF1 BANK1 BBS2 BCL11A BCL2 BCL3 BCL6 BCOR BCR BGLAP BIN1 BMAL1 BMP10 BMP2 BMP4 BMP5 BMP7 BMPR1A BMPR2 BPI BRCA2 BRINP1 BRMS1 BRMS1L BST2 BTG2 BTK BTN2A2 C1QBP C1QC C1QTNF1 C1QTNF3 C5AR2 CACTIN CALCA CALCR CALR CARD10 CARD16 CARD17P CARD18 CARD8 CARTPT CASP3 CAV3 CBFB CBLB CBLN1 CCL11 CCL3 CCN3 CCN4 CCN6 CCR1 CCR2 CCR7 CD160 CD200 CD200R1 CD24 CD274 CD2AP CD300A CD300LF CD33 CD34 CD38 CD74 CD80 CD83 CD84 CD86 CD9 CD96 CDH1 CDH3 CDK5 CDK6 CDKL3 CDKN1B CDKN2B CEACAM1 CEBPA CEBPB CER1 CERS2 CGA CHADL CHID1 CHRNA7 CHSY1 CIDEA CITED2 CLDN18 CLDN5 CLEC4A CLEC4G CLNK CMKLR1 CNMD CNR1 CNR2 CNTF COL4A2 COL4A3 CORO1C CPB2 CPTP CR1 CREB3L1 CRH CRHBP CRTAM CRY1 CRY2 CRYBA1 CSK CSNK2B CST3 CST7 CTDP1 CTDSP1 CTLA4 CTNNA1 CTNNB1 CTSC CTSG CTSK CUEDC2 CUL3 CUL4A CX3CL1 CX3CR1 CXCL10 CXCL13 CYGB CYLD CYP51A1 DAAM2 DAB1 DAB2IP DACT3 DAND5 DAPL1 DCANP1 DCC DCN DDIT3 DDX56 DEFB114 DHX58 DICER1 DIP2B DKK1 DKK4 DLG1 DLG5 DLL1 DLL3 DLL4 DLX1 DLX2 DNAJA4 DNAJB11 DOCK4 DOCK5 DOCK7 DPYSL5 DRAXIN DRD2 DRD3 DTX1 DUSP10 DUSP22 DUSP3 DYNLT1 E2F2 EAF2 ECM1 ECSCR EDN1 EFEMP1 EFNA1 EFNA3 EFNB3 EGFR EIF2AK3 ELANE ELAPOR2 ELF4 EMILIN1 ENPP1 ENPP3 EPHA2 EPHA4 EPHA7 EPHB2 EPN1 EPN2 EPPK1 EPX ERBB2 ERBIN ERFE EVL EXTL3 EZH2 EZR F11 F12 F2 F2R F2RL1 FAP FASLG FBN1 FBXO7 FBXW7 FCGR2B FER FERMT1 FFAR1 FFAR4 FGA FGB FGF13 FGF2 FGF23 FGF3 FGF8 FGG FGL1 FGL2 FGR FIG4 FKBP1B FLCN FN1 FOXA1 FOXA2 FOXC1 FOXC2 FOXE3 FOXF1 FOXJ1 FOXJ2 FOXO1 FOXO4 FOXP1 FOXP3 FRS2 FRZB FSTL3 FSTL4 FURIN FUZ FXN FXR1 FZD7 G6PD GADD45A GAL GAS6 GATA1 GATA2 GATA3 GATA5 GATA6 GBA1 GBP1 GBP7 GCLC GDF15 GDF2 GDF5 GDI1 GFRA4 GHRL GHSR GIT1 GJA1 GJA5 GJD3 GLI3 GLMN GLRA1 GLRX3 GNAI2 GORASP1 GP1BA GPATCH3 GPER1 GPNMB GPR137 GPR137B GPR149 GPR18 GPR35 GPR37L1 GPR4 GPR55 GPR68 GREM1 GRHL2 GRK2 GRN GSK3A GSK3B GSTP1 GTF2I GUCY1A1 HAMP HAVCR2 HCRT HDAC1 HDAC2 HDAC3 HDAC5 HDAC6 HDAC7 HDAC9 HES1 HES5 HEY2 HFE HGF HGS HHEX HIF1A HLA-DRB1 HLA-F HLA-G HLX HMGB1 HMGCR HNF1B HOMER2 HOMER3 HOOK3 HOXA5 HOXA7 HOXC10 HPGDS HPN HRG HS3ST5 HSP90AB1 HSPA9 HSPG2 IAPP ID1 ID2 ID4 IDO1 IFNA2 IFNB1 IFNG IFNGR1 IFNL1 IFRD1 IGF1 IGFBP5 IHH IL10 IL12A IL12B IL13 IL13RA2 IL15 IL17D IL17F IL17RD IL18R1 IL19 IL1B IL1R2 IL1RL1 IL2 IL20RB IL23A IL23R IL27RA IL2RA IL31RA IL33 IL36RN IL37 IL4 IL4I1 IL4R IL6 ILDR2 ILRUN ING1 ING2 INHA INHBA INHBB INPP5D INS IP6K1 IRAK3 IRF1 IRGM ISM1 ITCH ITGB1BP1 JAK3 JAM2 JARID2 JUP KAT5 KCNK2 KDM4A KHSRP KIAA0319 KIFAP3 KLF2 KLF4 KLF7 KLHL22 KLK3 KLKB1 KNG1 KREMEN1 KREMEN2 KRIT1 KRT1 LAG3 LAMA4 LAPTM4B LAPTM5 LAX1 LBP LDLR LDLRAD4 LEF1 LEP LGALS3 LGALS9 LGALS9B LGALS9C LGMN LGR4 LHX2 LILRA4 LILRA5 LILRB1 LILRB2 LILRB3 LILRB4 LIN28A LMNA LNPEP LOXL2 LOXL3 LPIN1 LRFN5 LRP4 LRPAP1 LRRC17 LRRC32 LST1 LTBP3 LTF LUC7L LYN MACIR MAD1L1 MAD2L2 MAFB MAG MAP2 MAP2K5 MAP2K6 MAPK11 MAPKBP1 MARCHF7 MARK1 MARVELD3 MBD1 MC1R MC4R MCC MCF2 MDK MECP2 MEF2C MEFV MEOX2 MERTK MESP1 MICA MILR1 MINAR1 MIR1-1 MIR100 MIR101-1 MIR105-1 MIR106A MIR106B MIR107 MIR10A MIR125A MIR125B1 MIR128-1 MIR129-1 MIR1298 MIR130A MIR132 MIR133A1 MIR133B MIR134 MIR135A1 MIR136 MIR137 MIR138-1 MIR140 MIR142 MIR143 MIR144 MIR145 MIR146A MIR146B MIR147A MIR148A MIR149 MIR152 MIR153-1 MIR155 MIR15A MIR15B MIR16-1 MIR17 MIR17HG MIR181A2 MIR181B1 MIR181C MIR181D MIR185 MIR188 MIR18A MIR1908 MIR192 MIR193A MIR194-1 MIR195 MIR196A1 MIR197 MIR199A1 MIR199B MIR19A MIR19B1 MIR200B MIR200C MIR203A MIR204 MIR205 MIR206 MIR208A MIR20A MIR20B MIR21 MIR210 MIR212 MIR214 MIR215 MIR217 MIR22 MIR221 MIR222 MIR223 MIR2355 MIR24-1 MIR25 MIR26A1 MIR26B MIR27A MIR27B MIR28 MIR29A MIR29B1 MIR29C MIR302A MIR302C MIR302D MIR30B MIR30C1 MIR30E MIR31 MIR320A MIR329-1 MIR338 MIR34A MIR34B MIR34C MIR361 MIR365A MIR372 MIR373 MIR375 MIR377 MIR378A MIR379 MIR383 MIR410 MIR411 MIR424 MIR483 MIR486-1 MIR487B MIR488 MIR492 MIR494 MIR495 MIR497 MIR503 MIR504 MIR505 MIR506 MIR520B MIR520C MIR520G MIR520H MIR573 MIR590 MIR640 MIR657 MIR6869 MIR708 MIR766 MIR873 MIR877 MIR885 MIR920 MIR92A1 MIR93 MIR935 MIR939 MIR96 MIR98 MIRLET7C MIRLET7F1 MLIP MMP2 MMRN2 MNDA MORC3 MSTN MSX2 MT3 MTMR2 MTNR1B MUL1 MYC MYLIP MYOCD N4BP1 NAV3 NAXE NCKAP1L NDFIP1 NDRG2 NEUROG1 NF1 NF2 NFATC4 NFIB NFKB1 NFKBIL1 NGFR NIBAN2 NKX2-1 NKX3-1 NKX3-2 NKX6-1 NKX6-2 NLRC3 NLRP12 NLRP2B NLRP3 NLRP6 NLRP7 NLRX1 NMB NMBR NMI NOD2 NODAL NOG NOS3 NOTCH1 NOVA1 NOVA2 NPLOC4 NPPB NPR1 NPR3 NPSR1 NPTN NPVF NR1D1 NR1H2 NR1H3 NR1H4 NR2E1 NR2F2 NR5A1 NRARP NRDC NRP1 NTN1 OAS1 OAS3 OGT OPRK1 ORM1 OSR1 OTUD5 OTUD7B OVOL2 P2RX4 P2RX7 PAEP PAG1 PARP1 PARP3 PATZ1 PAWR PAX2 PAX6 PAX8 PCM1 PCSK9 PCTP PDCD1 PDCD10 PDCD1LG2 PDCD4 PDE3B PDE4B PDE4D PDE5A PDGFA PDGFB PDGFRA PELI1 PF4 PFN2 PGAM5 PGK1 PGLYRP1 PGLYRP2 PGLYRP3 PHB2 PHF14 PI16 PIAS3 PIBF1 PIK3CB PIK3CG PIK3R1 PITX3 PKN1 PLA2G10 PLA2G2A PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G5 PLAC8 PLAT PLAU PLAUR PLCL1 PLCL2 PLG PLK2 PLN PLXNA3 PML POMC PON1 POU4F2 PPARA PPARG PPM1B PPP1R11 PPP2CA PPP3CA PRDX2 PRDX4 PRG2 PRICKLE1 PRKAR1A PRKCD PRKG1 PRL PRNP PROC PROCR PROS1 PROX1 PRTG PSEN1 PSG9 PTCH1 PTEN PTGDR2 PTGDS PTGER3 PTGER4 PTGS2 PTH PTHLH PTK2B PTN PTPN11 PTPN13 PTPN2 PTPN22 PTPN23 PTPN6 PTPRC PTPRG PTPRM PTPRO PTPRR PTPRS PYCARD PYDC1 PYDC2 RAB11FIP1 RAB11FIP3 RAB11FIP5 RABGEF1 RAC1 RAD21 RAG2 RAI1 RAP1GAP RAPGEF2 RARA RARB RARG RASSF5 RB1 RBBP4 RBBP7 RBP4 RBPJ RBX1 RC3H1 RC3H2 REG3A REG3G REL RELB REST RETN RFLNA RFLNB RGCC RGMA RGN RGS2 RGS4 RHBDD3 RHEB RHOA RIPOR2 RNF10 RNF125 RNF128 RNF216 RNF6 RNLS ROBO1 ROBO2 ROCK1 ROCK2 RPS19 RPS6KA4 RPS6KA5 RPS6KA6 RSPO2 RTN4 RTN4R RUFY3 RUNX1 RUNX3 RYK SAMSN1 SAP130 SAP30 SAP30L SARS1 SAV1 SCGB1A1 SCRIB SCT SDC4 SDHAF2 SELENOS SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SERPINB1 SERPINB2 SERPINE1 SERPINE2 SERPINF1 SERPINF2 SERPING1 SFMBT1 SFRP1 SFRP2 SFTPD SH2B3 SHH SIGIRR SIGLEC1 SIN3A SINHCAF SIRPA SIRT2 SKI SLAMF1 SLAMF8 SLC11A1 SLC12A2 SLC2A10 SLC4A2 SLC6A4 SLIT1 SLIT2 SMAD3 SMAD4 SMAD6 SMAD7 SMO SNAI2 SOCS1 SOCS2 SOCS5 SOCS6 SOD1 SORL1 SOST SOSTDC1 SOX10 SOX11 SOX15 SOX17 SOX6 SOX8 SOX9 SP100 SPARC SPART SPI1 SPINK5 SPINK7 SPN SPP1 SPRED1 SPRED2 SPRED3 SPRY1 SPRY2 SPTBN4 SPX SRF SRGN SRI SRSF6 SSC5D STAB1 STARD13 STAT1 STATH STC1 STC2 STK11 STK3 STK39 STK4 SUDS3 SULF1 SVBP SYNGAP1 SYNJ2BP SYT11 SYT4 TACR2 TACSTD2 TAFA3 TAFA5 TARM1 TBC1D10C TBX18 TBX21 TBX5 TBXA2R TCTA TEK TET1 TFE3 TFF2 TFPI TGFB1 TGFB2 TGFB3 TGFBR1 THBD THBS1 THBS2 THBS4 THOC1 THY1 TIA1 TIE1 TIFAB TIGIT TIMP1 TLE3 TLR2 TLR3 TLR4 TLR6 TLR8 TLX2 TMEM119 TMEM131L TMEM176A TMEM176B TMEM178A TMEM53 TMEM98 TMSB4X TNF TNFAIP3 TNFAIP6 TNFAIP8L2 TNFRSF11B TNFRSF13B TNFRSF14 TNFRSF1A TNFRSF1B TNFRSF21 TNFSF18 TNFSF4 TNMD TNNT1 TNR TOB2 TOMM70 TP53 TP63 TP73 TPH1 TRAF3IP1 TRAIP TREM2 TRIB1 TRIB2 TRIM11 TRIM27 TRIM46 TRIM62 TRIM63 TRPC5 TRPM4 TRPV1 TRPV3 TSC22D1 TSKU TSPAN32 TSPAN8 TSPO TTC21B TUSC2 TWIST1 TWSG1 TYRO3 TYROBP UBASH3B UCN UFD1 ULK1 ULK2 USF1 USF3 VASH1 VASN VAX1 VGLL4 VSIG4 VSIR VTCN1 VTN WDR77 WNK1 WNK4 WNT10B WNT11 WNT3 WNT3A WNT4 WNT5A WNT7A WNT9A WNT9B WT1 WWC1 WWC2 WWC3 XAF1 XCL1 YJEFN3 YWHAH YY1 ZBTB46 ZBTB7B ZC3H12A ZC3H8 ZFP36 ZFPM1 ZFPM2 ZNF423 ZNF675 ZNF706 ZNF750 GOBP_NEGATIVE_REGULATION_OF_MULTICELLULAR_ORGANISM_GROWTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MULTICELLULAR_ORGANISM_GROWTH ADRB1 ADRB2 ADRB3 BBS2 FXN GDF15 LGMN PLAC8 PTCH1 RAI1 SOCS2 STC2 GOBP_NEGATIVE_REGULATION_OF_MUSCLE_ADAPTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MUSCLE_ADAPTATION ATP2B4 FOXO1 IGFBP5 LMNA MIR214 MIR25 MLIP NOS3 PPARG SMAD3 GOBP_NEGATIVE_REGULATION_OF_MUSCLE_CELL_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MUSCLE_CELL_APOPTOTIC_PROCESS ALOX12 AMBRA1 APOH ATG5 BAG3 BMP7 CFLAR DIPK2A DNMT1 EDN1 GATA4 GRIA4 HAND2 HEY2 HSF1 IGF1 IGF1R JAK2 KIFAP3 LRP6 LYPD3 MDK MIR106B MIR133A1 MIR138-1 MIR145 MIR17 MIR199A1 MIR19A MIR19B1 MIR20A MIR21 MIR210 MIR24-1 MIR30E MIR92A1 MYOCD NFE2L2 NKX2-5 NUPR1 PAX8 PDPK1 PPP1R10 PTK2B RGL2 SFRP2 SIRT4 SIRT5 SLC7A5 ZC3H12A GOBP_NEGATIVE_REGULATION_OF_MUSCLE_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MUSCLE_CELL_DIFFERENTIATION ANKRD17 BDNF BHLHA15 BHLHE41 BMP2 BMPR1A BMPR2 CAV3 CCN3 CEACAM5 CTDP1 DKK1 DLL1 DNMT1 EREG EZH2 FGF9 FOXO4 FOXP1 FRS2 FZD7 G6PD GSK3A HDAC1 HDAC3 HDAC4 HDAC5 HEY2 ID2 IGF2 MECP2 MED28 MIR100 MIR15B MIR199A1 MIR199B MIR200B MIR21 MIR221 MIR222 MIR26A1 MIR590 MSX1 MYOCD NFATC1 NFATC2 NFATC3 NKX2-5 NOTCH1 PDCD4 PDGFB PI16 PLPP7 PPARA PRDM6 PTBP1 RBPMS2 RGS2 RGS4 RPL3L SHH SMAD1 SMAD4 SOX6 TCF23 TMEM119 TOMM70 TRIM72 XBP1 YY1 ZBED6 GOBP_NEGATIVE_REGULATION_OF_MUSCLE_CONTRACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MUSCLE_CONTRACTION ADCY10 ADORA2B ADRA2A ADRB2 ARHGAP42 ATP1A2 BIN1 CALCA DOCK4 DOCK5 GRK2 GUCY1A1 MIR153-1 MIR30E PDE5A PIK3CG PRKG1 PTGS2 RGS2 SOD1 SRI TNNT1 ZC3H12A GOBP_NEGATIVE_REGULATION_OF_MUSCLE_HYPERTROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MUSCLE_HYPERTROPHY ATP2B4 BMP10 CAV3 CTDP1 FOXO1 FOXP1 G6PD GATA5 GLRX3 GSK3A IGFBP5 JARID2 LMNA MIR1-1 MIR133A1 MIR145 MIR199A1 MIR199B MIR21 MIR214 MIR25 MLIP MSTN NOTCH1 P2RX4 PI16 PPARA PPARG RGS2 RGS4 SMAD3 SMAD4 TNFRSF1A TNFRSF1B TOMM70 TRIM63 YY1 GOBP_NEGATIVE_REGULATION_OF_MUSCLE_ORGAN_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MUSCLE_ORGAN_DEVELOPMENT BMP4 FGF3 FGF8 LEF1 LUC7L SFMBT1 SIRT2 SOX15 TWIST1 GOBP_NEGATIVE_REGULATION_OF_MUSCLE_TISSUE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MUSCLE_TISSUE_DEVELOPMENT BMP4 FGF3 FGF8 FLCN IGFBP5 LEF1 LUC7L SIRT2 SOX15 TGFB1 TWIST1 USP19 YBX3 GOBP_NEGATIVE_REGULATION_OF_MYELINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MYELINATION CTSC EIF2AK3 FIG4 JAM2 LPIN1 MTMR2 TMEM98 TNF TNFRSF21 GOBP_NEGATIVE_REGULATION_OF_MYELOID_CELL_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MYELOID_CELL_APOPTOTIC_PROCESS APOH BCL2 CCR5 CLEC5A CXCR2 EPO GAS6 GATA1 GHSR IRF7 ITPKB KITLG MAEA MIF MIRLET7B NOD2 SELENOS SNAI2 ST6GAL1 STAT5B GOBP_NEGATIVE_REGULATION_OF_MYELOID_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MYELOID_CELL_DIFFERENTIATION ADIPOQ APCS C1QC CARTPT CCL3 CDC73 CDK6 CEACAM1 CIB1 CLDN18 CTNNB1 CTR9 CUL4A DLL1 ERFE FBN1 FBXW7 FSTL3 GABPA GATA2 GPR137 GPR137B GPR171 GPR55 GPR68 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HOXA5 HOXA7 HOXA9 HOXB8 HSPA9 IAPP IL4 INHA INHBA INPP5D ITPKB KLF13 LDB1 LEO1 LILRB1 LILRB3 LILRB4 LRRC17 LTF LYN MAFB MEIS1 MEIS2 MIR125B1 MIR486-1 MYB MYC NF1 NFKBIA PAF1 PF4 PIAS3 PIK3R1 PRMT1 PTK2B PTPN2 RARA RBM15 SFRP1 SKIC8 STAT5B TCTA TLR3 TLR4 TMEM178A TNFAIP6 TNFRSF11B TOB2 TRIB1 UBASH3B ZBTB16 ZBTB46 ZFP36 ZFP36L1 ZFPM1 ZNF675 GOBP_NEGATIVE_REGULATION_OF_MYELOID_LEUKOCYTE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MYELOID_LEUKOCYTE_DIFFERENTIATION ADIPOQ APCS C1QC CARTPT CCL3 CDK6 CEACAM1 CLDN18 CTNNB1 CUL4A ERFE FBN1 FBXW7 FSTL3 GATA2 GPR137 GPR137B GPR55 GPR68 HOXA7 IAPP IL4 INHA INHBA INPP5D LILRB1 LILRB3 LILRB4 LRRC17 LTF LYN MAFB MIR125B1 MIR486-1 MYC NF1 PIAS3 PIK3R1 PTPN2 RARA SFRP1 TCTA TLR3 TLR4 TMEM178A TNFAIP6 TNFRSF11B TOB2 TRIB1 UBASH3B ZBTB46 ZFPM1 ZNF675 GOBP_NEGATIVE_REGULATION_OF_MYELOID_LEUKOCYTE_MEDIATED_IMMUNITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MYELOID_LEUKOCYTE_MEDIATED_IMMUNITY BCR CCR2 CD300A CD84 CX3CR1 FCGR2B FOXF1 IL13RA2 LGALS9 RABGEF1 SPI1 GOBP_NEGATIVE_REGULATION_OF_MYOBLAST_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MYOBLAST_DIFFERENTIATION ANKRD2 BMP4 CMTM5 CXCL10 DDIT3 DLL1 EID2B GDF3 ID3 IL18 MBNL3 MSTN NMRK2 NOTCH1 PPARD PRICKLE1 SOSTDC1 SOX4 SOX8 SOX9 SRA1 TBX3 TGFB1 TMEM182 TNF GOBP_NEGATIVE_REGULATION_OF_MYOBLAST_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MYOBLAST_PROLIFERATION MIR1-1 MIR10A MIR133A1 MIR133B MIR134 MIR204 MIR499A MSTN MYOD1 GOBP_NEGATIVE_REGULATION_OF_MYOFIBROBLAST_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MYOFIBROBLAST_DIFFERENTIATION MIR27B MIR9-1 MIR98 PDCD4 RB1 TP53INP1 TSKU GOBP_NEGATIVE_REGULATION_OF_MYOSIN_LIGHT_CHAIN_PHOSPHATASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MYOSIN_LIGHT_CHAIN_PHOSPHATASE_ACTIVITY IKBKB NCKAP1L ROCK1 ROCK2 TNF GOBP_NEGATIVE_REGULATION_OF_MYOTUBE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_MYOTUBE_DIFFERENTIATION BDNF BHLHA15 BHLHE41 CCN3 CEACAM5 HDAC1 HDAC3 HDAC4 HDAC5 MIR200B MYOCD NKX2-5 NOTCH1 PLPP7 RPL3L TMEM119 TRIM72 XBP1 GOBP_NEGATIVE_REGULATION_OF_NATURAL_KILLER_CELL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_NATURAL_KILLER_CELL_ACTIVATION CLNK FGR HAVCR2 HLA-F MICA PGLYRP1 PGLYRP2 PGLYRP3 PIBF1 RHBDD3 GOBP_NEGATIVE_REGULATION_OF_NATURAL_KILLER_CELL_MEDIATED_IMMUNITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_NATURAL_KILLER_CELL_MEDIATED_IMMUNITY ARRB2 CD96 CEACAM1 CLEC12B CRK GFER HAVCR2 HLA-A HLA-B HLA-E HLA-F HLA-G KIR2DL4 KLRC1 KLRD1 LGALS9 LILRB1 MICA SERPINB4 SERPINB9 TGFB1 GOBP_NEGATIVE_REGULATION_OF_NERVOUS_SYSTEM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_NERVOUS_SYSTEM_DEVELOPMENT ABCC8 APPL2 ARHGAP4 ASCL2 ATOH1 B2M BMP7 BMPR1A BRINP1 BTG2 CBLN1 CCL11 CDH1 CDK5 CDKL3 CDKN2B CERS2 CTDSP1 CTNNA1 CTNNB1 DAAM2 DAB1 DCC DICER1 DIP2B DKK1 DLL3 DLX1 DLX2 DNAJB11 DPYSL5 DRAXIN DRD3 DUSP10 DYNLT1 EFNB3 ELAPOR2 EPHA7 EPHB2 F2 FGF13 FSTL4 GATA2 GDI1 GORASP1 GPR37L1 HDAC6 HES1 HES5 HOOK3 ID4 IFRD1 IL1B IL6 KDM4A KIAA0319 KIFAP3 LDLR LHX2 LIN28A LRP4 MAG MAP2 MBD1 MCF2 MECP2 MIR137 MIR146A MIR181B1 MIR181C MT3 NF1 NF2 NFATC4 NKX6-1 NKX6-2 NOG NOTCH1 NR1D1 NR2E1 NRP1 NTN1 PAX6 PCM1 PITX3 PLXNA3 PPP3CA PROX1 PRTG PSEN1 PTEN PTN PTPN13 PTPRS RAPGEF2 RB1 REST RGMA RNF10 RNF6 ROBO2 RTN4 RTN4R RUFY3 RYK SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SIRT2 SKI SLIT1 SORL1 SOX10 SOX11 SPART SPP1 SYNGAP1 SYT4 THY1 TLR2 TLX2 TMEM98 TNF TNR TP53 TREM2 TRIM11 TRIM46 TRPC5 TSPO ULK1 ULK2 VAX1 WNT3 WNT3A WNT5A WNT7A YWHAH GOBP_NEGATIVE_REGULATION_OF_NERVOUS_SYSTEM_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_NERVOUS_SYSTEM_PROCESS AVP AVPR1A CCN3 CTSC EIF2AK3 FIG4 GLRA1 GPR35 HCRT JAM2 LPIN1 MTMR2 MTNR1B TMEM98 TNF TNFRSF21 GOBP_NEGATIVE_REGULATION_OF_NEURAL_PRECURSOR_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_NEURAL_PRECURSOR_CELL_PROLIFERATION APPL2 BTG2 CEND1 CTNNA1 GATA2 ILK KDM2B KIFAP3 LIMS2 MIR137 NF1 NR2E1 PAX6 PDE9A PROX1 PTN SHOC2 SIRT2 SLC16A2 SLC6A4 SPINT1 SPINT2 TP53 VAX1 WNT5A GOBP_NEGATIVE_REGULATION_OF_NEUROBLAST_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_NEUROBLAST_PROLIFERATION BTG2 CTNNA1 GATA2 KIFAP3 MIR137 NF1 PAX6 PROX1 PTN TP53 VAX1 GOBP_NEGATIVE_REGULATION_OF_NEUROINFLAMMATORY_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_NEUROINFLAMMATORY_RESPONSE CD200 CD200R1 CST7 CX3CL1 GRN IGF1 IL4 LDLR MIR181B1 MIR181C MIR195 MIR26A1 NR1D1 PTPRC SYT11 TAFA3 TNFRSF1B TREM2 GOBP_NEGATIVE_REGULATION_OF_NEURON_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_NEURON_APOPTOTIC_PROCESS AARS1 ADAM8 ADNP ADORA2A AGAP2 ALKBH1 AMBRA1 ANGPT1 APOE ARMCX5-GPRASP2 ATF4 AXL BARHL1 BAX BCL2 BCL2L1 BDNF BOK BRAF BTG2 CCL2 CCND1 CEBPB CHL1 CITED1 CLCF1 CLN3 CLN8 CLU CNTF CNTFR CORO1A CPEB4 CRLF1 CTNNB1 CX3CL1 CX3CR1 DLX1 DNAJC5 DRAXIN EN1 EN2 ERBB3 F2R FAIM2 FBXO7 FGF20 FGF8 FOXB1 FOXQ1 FZD1 FZD9 GBA1 GBE1 GCLC GCLM GDF5 GDNF GFRAL GPI GPRASP3 GRIK2 GRN HIF1A HIPK2 HRAS HTRA2 HYOU1 IL10 IL27RA IL6ST ISL1 JAK2 KDM2B KDR KIF14 KRAS LGMN LIG4 MAG MAP2K4 MAP3K12 MDK MECP2 MEF2C MIR15B MIR181C MIR195 MSH2 MT3 MTNR1B NAIP NDNF NEFL NES NFATC4 NGF NMNAT1 NONO NPPC NR4A2 NRBP2 NRP1 NTF3 NTF4 NTRK1 NTRK2 OXR1 PARK7 PCDHGC3 PCDHGC4 PCDHGC5 PIK3CA PINK1 PLA2G3 PLXND1 POU4F1 PPARGC1A PPT1 PRKCG PRKCI PRKN PSEN1 PTK2B PTPRZ1 PYCR1 RAD21 RASA1 RETREG1 RHOA ROCK1 SEMA3E SET SIRT1 SIX1 SIX4 SLC1A1 SLC25A27 SNCA SNCB SNX6 SOD1 SOD2 STAMBP STXBP1 SYNGAP1 TERT TFAP2B TFAP2D TGFB3 THAP11 TMBIM4 TOX3 TYRO3 UCN UCP2 UNC5B VPS54 VSTM2L WFS1 WNT1 XRCC2 ZPR1 GOBP_NEGATIVE_REGULATION_OF_NEURON_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_NEURON_DIFFERENTIATION APP ASCL1 ASPM B2M BMP7 CALR CDK5RAP2 CNTF CNTN2 CNTN4 CTDSP1 DDX6 DISP3 DIXDC1 DLL1 DLX1 DLX2 DTX1 EIF2AK4 EIF4E EIF4ENIF1 FEZF2 FOXG1 GDF11 GLI3 GPR37L1 GSK3B HES1 HES5 HEY1 HMG20A HOXA2 ID4 IRX3 ISL1 ISL2 ITGB1 JAG1 LBX1 LMX1A LSM1 MAG MED1 MEIS1 MIB1 NEPRO NKX2-2 NOTCH1 NOTCH3 NR2E1 OLIG2 PAX6 PBX1 PHOX2B POU4F2 PTBP1 RAP1GAP REST SHH SHOC2 SIX3 SLC6A4 SOX2 SOX3 SOX8 SOX9 SPAG9 TLX3 TP73 TUNAR WNT3A ZHX2 ZNF536 GOBP_NEGATIVE_REGULATION_OF_NEURON_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_NEURON_MIGRATION ADGRG1 COL3A1 CX3CL1 DRD2 GNRH1 GPR173 NEXMIF NRG3 SRGAP2 STAT3 TNN GOBP_NEGATIVE_REGULATION_OF_NEURON_PROJECTION_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_NEURON_PROJECTION_DEVELOPMENT ACP4 ADCY6 AMIGO3 APOE ARF6 ARHGAP4 B2M BAG5 BCL11A CARM1 CBFA2T2 CD38 CDH1 CDK5 CDKL3 CERS2 CIB1 CRMP1 DAB1 DAB2 DCC DENND5A DGUOK DIP2B DKK1 DNM3 DPYSL3 DRAXIN DTNBP1 EFNA1 EFNB2 EFNB3 EPHA4 EPHA7 EPHB2 FAT3 FGF13 FKBP4 FLNA FSTL4 GAK GDI1 GFAP GFI1 HDAC2 HDAC6 HES1 IFRD1 IL15RA INPP5F INPP5J ITM2C KANK1 KIAA0319 KREMEN1 LPAR1 LRIG2 LRP4 LRRK2 MAG MAP2 MCF2 MDM2 MGARP MINAR1 MIR210 MIR219A1 MT3 MYLIP NEO1 NEU4 NGEF NLGN1 NR2F1 NRP1 NTN1 PAFAH1B1 PAQR3 PLXNA3 PMP22 PRAG1 PSEN1 PTEN PTPN9 PTPRG PTPRO PTPRS RAB29 RGMA RIT2 RNF6 RTN4 RTN4R RTN4RL1 RTN4RL2 RUFY3 RYK SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SLIT1 SLIT2 SNAPIN SPART SPOCK1 SPP1 STMN2 STX1B SYNGAP1 TBX6 THY1 TNR TRIM46 TRPV4 TSKU ULK1 ULK2 VIM WNT3 WNT3A WNT5A ZNF296 ZNF365 GOBP_NEGATIVE_REGULATION_OF_NEURON_PROJECTION_REGENERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_NEURON_PROJECTION_REGENERATION CERS2 EPHA4 INPP5F KIAA0319 KREMEN1 LRIG2 NEO1 PTPRS RGMA RTN4R RTN4RL1 SPP1 THY1 TNR GOBP_NEGATIVE_REGULATION_OF_NEUROTRANSMITTER_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_NEUROTRANSMITTER_SECRETION ASIC1 NF1 PNKD PRKN SLC30A1 SYT11 GOBP_NEGATIVE_REGULATION_OF_NEUROTRANSMITTER_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_NEUROTRANSMITTER_TRANSPORT ASIC1 GPM6B NF1 NOS1 PNKD PRKN SLC30A1 SNCA SYT11 GOBP_NEGATIVE_REGULATION_OF_NEUTROPHIL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_NEUTROPHIL_ACTIVATION BCR CD300A FCGR2B GRN MIR125A SPI1 GOBP_NEGATIVE_REGULATION_OF_NEUTROPHIL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_NEUTROPHIL_MIGRATION C5AR2 DPP4 MIR223 SLAMF8 SLIT2 TNFAIP6 GOBP_NEGATIVE_REGULATION_OF_NF_KAPPAB_TRANSCRIPTION_FACTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_NF_KAPPAB_TRANSCRIPTION_FACTOR_ACTIVITY ACOD1 ADORA3 AIM2 ANXA4 ARRB1 ARRB2 BCL3 BMP7 BRMS1 CACTIN CARD8 CCDC22 CD200 CDK5RAP3 CDKN2A CHP1 CHUK CMKLR1 COMMD1 COMMD6 COMMD7 CYLD CYP1B1 DAB2IP DAP DDIT3 ERBIN FAF1 FOXJ1 FOXP3 G3BP2 GFI1 HAVCR2 IL10 IRAK1 IRAK2 IRAK3 ITCH KLF4 LRRC14 LRRK2 MAP2K5 MIR138-1 MIR140 MIR15A MIR16-1 MIR21 MIR27A MIR30C2 MTURN NFKBIA NFKBIB NFKBIL1 NLRC3 NLRC5 NLRP12 NLRP2B NLRP3 NWD1 OTULIN PARP10 PKHD1 PPP2CB PRMT2 PSMD10 PTGIS PYCARD PYDC1 PYDC2 RBCK1 RWDD3 SETD6 SIRT1 SPI1 TAX1BP1 TCEAL7 TMIGD3 TMSB4X TNFAIP3 TRAF3 TRIM21 TRIM37 TRIM40 UFL1 USP7 ZC3H12A ZNF675 GOBP_NEGATIVE_REGULATION_OF_NITRIC_OXIDE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_NITRIC_OXIDE_METABOLIC_PROCESS ACP5 ATP2B4 CAV1 GLA IL10 KHSRP MIR132 MIR199A1 MIR212 MIR92A1 PTGIS RGN ROCK2 SIRPA TSPO ZC3H12A GOBP_NEGATIVE_REGULATION_OF_NITRIC_OXIDE_SYNTHASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_NITRIC_OXIDE_SYNTHASE_ACTIVITY ATP2B4 CAV3 GLA MIR132 MIR138-1 MIR212 MIR26A1 MIR27B NOSIP GOBP_NEGATIVE_REGULATION_OF_NODAL_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_NODAL_SIGNALING_PATHWAY CER1 DACT2 DAND5 NOMO1 NOMO3 GOBP_NEGATIVE_REGULATION_OF_NON_CANONICAL_NF_KAPPAB_SIGNAL_TRANSDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_NON_CANONICAL_NF_KAPPAB_SIGNAL_TRANSDUCTION ADGRG3 ADIPOR1 BMP7 C1QTNF3 CCN3 CPNE1 CYLD DDX3X HDAC7 IFI35 LITAF MIR132 MIR146A MIR149 MIR15B MIR204 MIR21 MIR223 MIR27B MIR29B1 MIR30C2 MIR508 MIR766 MIR9-1 MKRN2 NLRC3 NLRP12 NLRP2 NLRP3 NMI PPM1A PPM1B PYDC2 RASSF2 RELA SPI1 TMSB4X TRIM15 TRIM40 TRIM60 TSPAN6 UACA ZC3H12A GOBP_NEGATIVE_REGULATION_OF_NON_CANONICAL_WNT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_NON_CANONICAL_WNT_SIGNALING_PATHWAY IFT80 RNF213 SFRP1 SFRP2 SFRP4 ZNRF3 GOBP_NEGATIVE_REGULATION_OF_NOREPINEPHRINE_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_NOREPINEPHRINE_SECRETION ADRA2A ADRA2B ADRA2C GHSR P2RY1 GOBP_NEGATIVE_REGULATION_OF_NOTCH_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_NOTCH_SIGNALING_PATHWAY AKT1 ARRB1 ARRDC1 BCL6 BEND6 BMP7 CBFA2T2 CCNC CDK3 CHAC1 DLK1 DLK2 DLL1 DLL3 DLL4 DLX1 DLX2 EGFL7 FBXW7 GATA2 HEY1 HEY2 HIF1AN LFNG MAGEA1 METTL3 MIR1224 MMP14 NEURL1 NFKBIA NIBAN2 NRARP RITA1 SLC35C1 TCIM TSPAN15 WWP2 YTHDF2 ZBTB7A GOBP_NEGATIVE_REGULATION_OF_NUCLEAR_DIVISION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_NUCLEAR_DIVISION ANAPC15 APC ATM AURKAIP1 AURKB BIRC5 BMP4 BMP7 BUB1 BUB1B BUB3 CCNB1 CDC20 CDCA8 CDK5RAP2 CENPF CHEK1 DMRT1 DUSP1 DYNC1LI1 FBXO43 FBXO5 GEN1 HASPIN HORMAD1 IK INCENP KLHL22 KNL1 KNTC1 LCMT1 LIF MAD1L1 MAD2L1 MAD2L1BP MAD2L2 MTBP NANOS2 NDC80 NME6 NUF2 PCID2 PLK1 PRAP1 PSMG2 RAD1 RAD21 RPS6KA2 SPC24 SPC25 SPDL1 TEX14 TOM1L1 TOM1L2 TPR TRIP13 TTK USP44 XRCC3 ZNF207 ZW10 ZWILCH ZWINT GOBP_NEGATIVE_REGULATION_OF_NUCLEAR_TRANSCRIBED_MRNA_CATABOLIC_PROCESS_DEADENYLATION_DEPENDENT_DECAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_NUCLEAR_TRANSCRIBED_MRNA_CATABOLIC_PROCESS_DEADENYLATION_DEPENDENT_DECAY CSDE1 DHX9 HNRNPD HNRNPU IGF2BP1 PABPC1 PAIP1 SYNCRIP TENT4A TENT4B TOB1 YBX1 GOBP_NEGATIVE_REGULATION_OF_NUCLEAR_TRANSCRIBED_MRNA_CATABOLIC_PROCESS_NONSENSE_MEDIATED_DECAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_NUCLEAR_TRANSCRIBED_MRNA_CATABOLIC_PROCESS_NONSENSE_MEDIATED_DECAY A1CF APOBEC1 DHX34 HNRNPAB NBAS PABPC1 SECISBP2 UPF3A GOBP_NEGATIVE_REGULATION_OF_NUCLEASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_NUCLEASE_ACTIVITY ABCE1 DFFA GZMA NEIL1 TERF1 TERF2 TMBIM6 GOBP_NEGATIVE_REGULATION_OF_NUCLEOBASE_CONTAINING_COMPOUND_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_NUCLEOBASE_CONTAINING_COMPOUND_METABOLIC_PROCESS A1CF AASS ABCE1 ABL1 ACD ACTR6 ACTRT1 ACVR2B ACVRL1 ADIPOQ AEBP1 AEBP2 AHR AICDA AJUBA AKIRIN2 ALDOB ALX1 ANGEL2 ANKLE1 ANKRD1 ANKRD2 APBB1 APBB2 APEX1 APOBEC1 APOBEC3A APOBEC3B APOBEC3C APOBEC3D APOBEC3F APOBEC3G APOBEC3H AR ARID4A ARID4B ARID5A ARID5B ARX ASCL1 ASCL2 ASCL3 ATF2 ATF3 ATF4 ATF5 ATF7IP ATM ATN1 ATOH8 ATP8B1 ATR ATXN1 ATXN1L AUNIP AURKB AXIN1 AXIN2 BACH1 BACH2 BAG3 BAG4 BAHD1 BAP1 BARD1 BARX2 BASP1 BATF3 BAZ2A BCDIN3D BCL11A BCL3 BCL6 BCL6B BCL7A BCLAF1 BCOR BCORL1 BEND3 BEND5 BEND6 BHLHE40 BHLHE41 BIN1 BIRC5 BLM BMAL1 BMI1 BMP2 BMP4 BMP6 BMP7 BMPR2 BOLL BPTF BRCA1 BRD7 BRMS1 BRMS1L BTAF1 BTG2 BTRC C18orf25 C1D C1QBP CALCA CALR CAMSAP3 CAPN3 CASP8AP2 CAV1 CBFA2T2 CBFA2T3 CBFB CBX1 CBX2 CBX3 CBX4 CBX5 CBX6 CBX7 CBX8 CBY1 CC2D1A CC2D1B CCAR1 CCAR2 CCDC85B CCND1 CCND3 CCNE1 CD36 CD38 CDA CDC6 CDC73 CDK2 CDK5 CDK5R1 CDK6 CDKN1A CDKN1B CDKN1C CDKN2A CDT1 CDX2 CDX4 CDY1 CDY1B CDY2A CDY2B CDYL CDYL2 CEBPA CEBPB CEBPD CELA1 CELF4 CENPF CERS1 CGAS CGGBP1 CHD3 CHD4 CHD5 CHD8 CHEK1 CIART CIC CIITA CIPC CIR1 CIRBP CITED1 CITED2 CLOCK CNBP CNOT1 CNOT2 CNOT7 COMMD7 COPS2 CPEB3 CREB1 CREB3L1 CREBBP CREBZF CREG1 CREM CRY1 CRY2 CRYAB CRYM CSDE1 CSF2 CTBP1 CTBP2 CTC1 CTCF CTNNB1 CTNNBIP1 CTR9 CUL3 CUX1 CUX2 CXXC5 CYREN DAB2 DAB2IP DACH1 DACT1 DAP DAXX DAZ1 DAZ2 DAZ3 DAZ4 DAZL DCAF1 DCP2 DDIT3 DDX20 DDX21 DDX5 DDX54 DEAF1 DEDD DEDD2 DEPDC1 DFFA DFFB DHRS7B DHX34 DHX36 DHX9 DICER1 DKC1 DKK1 DKK3 DLG1 DLL4 DLX1 DLX2 DLX4 DMAP1 DMBX1 DMRT1 DNAJA3 DNAJB1 DNAJB4 DNAJB6 DNAJC17 DNAJC2 DND1 DNMT1 DNMT3A DNMT3B DNMT3L DPF2 DPPA3 DR1 DRAP1 DUSP22 DUSP26 DYRK1A E2F1 E2F6 E2F7 E2F8 E4F1 EAPP EDN1 EDNRB EED EFNA1 EGR1 EHMT1 EHMT2 EID1 EID2 EID2B EIF4ENIF1 ELANE ELAVL1 ELAVL4 ELF3 ELK3 ELK4 EN1 ENO1 ENPP7 EOMES EP300 EPC1 EPO ERCC1 ERCC4 ERCC6 EREG ERF ERN2 ESR1 ESR2 ESX1 ETS2 ETV3 ETV5 ETV6 ETV7 EXOSC10 EZH1 EZH2 EZR FABP4 FAM220A FAM220BP FANCB FASLG FBH1 FBP1 FBXO5 FBXW11 FCN3 FERD3L FEZF1 FEZF2 FGF9 FGFR2 FHL2 FIS1 FLCN FLNA FLYWCH1 FMR1 FNIP1 FNIP2 FOSB FOXA1 FOXC1 FOXC2 FOXD1 FOXD3 FOXE1 FOXF1 FOXF2 FOXG1 FOXH1 FOXJ1 FOXK1 FOXK2 FOXL2 FOXM1 FOXN3 FOXO1 FOXO3 FOXP1 FOXP2 FOXP3 FOXP4 FOXQ1 FOXR1 FOXS1 FRK FST FUS FZD1 GABPA GADD45A GAS6 GATA1 GATA2 GATA3 GATA4 GATA5 GATA6 GATAD2A GATAD2B GCFC2 GCLC GDF2 GDNF GFI1 GFI1B GLI2 GLI3 GLIS1 GLIS2 GLIS3 GMNC GMNN GNL3L GPS2 GREM1 GSC GSK3A GTF2IRD1 GTPBP4 GZF1 GZMA H1-0 H1-1 H1-10 H1-2 H1-3 H1-4 H1-5 H1-6 H1-7 H1-8 H1-9P H19 HAMP HAND1 HCFC1 HCFC2 HCLS1 HCRT HDAC1 HDAC10 HDAC2 HDAC3 HDAC4 HDAC5 HDAC6 HDAC7 HDAC8 HDAC9 HDGF HELB HELT HES1 HES2 HES5 HES6 HES7 HESX1 HEXIM1 HEXIM2 HEY1 HEY2 HEYL HHEX HIC1 HIC2 HIF1A HINFP HIPK2 HIRA HIVEP1 HJV HMBOX1 HMG20A HMGA1 HMGA2 HMGB1 HMGB2 HMX1 HNF1B HNF4A HNRNPA0 HNRNPA1 HNRNPA2B1 HNRNPAB HNRNPC HNRNPD HNRNPK HNRNPL HNRNPU HOPX HOXA2 HOXA7 HOXB-AS3 HOXB13 HOXB3 HOXB4 HOXB8 HOXC8 HOXD8 HOXD9 HSBP1 HSBP1L1 HSF1 HSF4 HSPA1A HSPA8 ID1 ID2 ID3 ID4 IFI16 IFI27 IFNA2 IFNG IFNL1 IGBP1 IGF2 IGF2BP1 IGF2BP2 IGF2BP3 IKBKE IKZF1 IKZF4 IKZF5 IL33 IL4 IL6 ILF3 IMPACT ING1 ING2 ING4 INPP5K INSM1 INSM2 IREB2 IRF1 IRF2 IRF2BP1 IRF2BP2 IRF2BPL IRF3 IRF7 IRF8 IRX1 IRX2 IRX3 ISL1 JARID2 JAZF1 JDP2 JPH2 JUN JUND KANK2 KAT14 KAT2A KAT2B KAT5 KAT6A KAT6B KAT7 KAT8 KCNIP3 KCNK2 KCTD1 KDM1A KDM1B KDM2A KDM2B KDM4A KDM5A KDM5B KDM5C KDM8 KHDRBS1 KLF10 KLF11 KLF12 KLF16 KLF2 KLF3 KLF4 KLF5 KLF7 KLF8 KLHL15 KMT5A L3MBTL1 L3MBTL2 L3MBTL3 L3MBTL4 LANCL2 LARP1 LARP1B LARP4B LARP7 LBH LCOR LDB1 LDB2 LEF1 LEFTY1 LEP LGR4 LHX1 LHX9 LIG3 LILRB4 LIMD1 LIMS1 LIN28A LIN28B LIN37 LMCD1 LMO1 LMO4 LOXL2 LOXL3 LRPPRC LRRFIP1 LYAR MACROH2A1 MACROH2A2 MAD2L2 MAEL MAF MAF1 MAFB MAFF MAFG MAFK MAGEA1 MAGEA10 MAGEA11 MAGEA12 MAGEA13P MAGEA2 MAGEA2B MAGEA3 MAGEA4 MAGEA6 MAGEA8 MAGEA9 MAGEA9B MAGEB1 MAGEB10 MAGEB16 MAGEB17 MAGEB18 MAGEB2 MAGEB3 MAGEB4 MAGEB5 MAGEB6 MAGEB6B MAGEC1 MAGEC2 MAGEC3 MAGED1 MAGED2 MAGED4 MAGED4B MAGEE1 MAGEE2 MAGEF1 MAGEH1 MAGEL2 MAP2K5 MAP3K10 MAPK14 MAPKAPK2 MAPT-AS1 MAX MAZ MBD1 MBD2 MBD3 MBD3L1 MBD3L2 MBD3L2B MBD3L3 MBD3L4 MBD3L5 MBIP MBTD1 MCIDAS MCPH1 MDFI MDFIC MDM2 MDM4 MECOM MECP2 MED1 MED25 MEF2A MEF2C MEIOC MEIS2 MEN1 MEPCE MESP1 METTL1 METTL13 METTL16 MIDEAS MIER1 MIER2 MIER3 MIR146A MIR221 MIR675 MITF MLH1 MLIP MLX MLXIPL MMP12 MNT MNX1 MORC1 MORC2 MORC3 MOSPD1 MPHOSPH8 MSC MSH2 MSH3 MSH6 MSX1 MSX2 MTA1 MTA2 MTA3 MTDH MTERF3 MUC1 MXD1 MXD3 MXD4 MXI1 MYB MYBBP1A MYC MYD88 MYF6 MYOCD MYOZ1 MYOZ2 MYPOP MYT1L MZF1 N4BP2L2 NAB1 NAB2 NACC1 NACC2 NAF1 NANOG NAT10 NBAS NBN NCK1 NCK2 NCOA2 NCOA5 NCOR1 NCOR2 NDFIP1 NDN NDUFA13 NEIL1 NELFA NELFB NELFCD NELFE NEUROG3 NFATC2 NFATC3 NFATC4 NFE2L3 NFIB NFIC NFIL3 NFIX NFKB1 NFX1 NIBAN2 NIF3L1 NIPBL NKAP NKRF NKX2-1 NKX2-5 NKX3-1 NKX3-2 NKX6-1 NKX6-2 NKX6-3 NMNAT1 NOC2L NOCT NODAL NOG NONO NOP53 NOSTRIN NOTCH1 NOTCH2 NOTCH3 NOTCH4 NPAS1 NPAT NPM1 NPPC NR0B1 NR0B2 NR1D1 NR1D2 NR1H2 NR1H3 NR1H4 NR1I2 NR1I3 NR2C1 NR2C2 NR2E1 NR2E3 NR2F1 NR2F2 NR2F6 NR3C1 NR4A2 NR4A3 NR6A1 NRARP NRDE2 NRG1 NRIP1 NRIP2 NSD1 NSD2 NSMCE3 NSUN2 NUDT16 NUDT16L1 NUPR2 OGG1 OGT OLIG2 OLIG3 ORC2 OSR1 OSR2 OTP OTUB1 OTUB2 OTUD7B OVOL1 OVOL2 PA2G4 PABPC1 PAF1 PAIP1 PARN PARP1 PARP10 PARP14 PARP15 PARP3 PARP9 PARPBP PASD1 PATZ1 PAWR PAX2 PAX5 PAX6 PAX9 PBXIP1 PCBP3 PCBP4 PCGF1 PCGF2 PCGF6 PCID2 PCNA PDCD4 PDE2A PDGFB PDS5A PDX1 PEG3 PER1 PER2 PER3 PEX14 PFDN5 PHAX PHB1 PHB2 PHC1 PHC2 PHC3 PHF10 PHF12 PHF14 PHF19 PHF21A PHF24 PHF6 PIAS1 PIAS3 PIAS4 PID1 PIF1 PINX1 PITX1 PKIA PKIG PKP1 PKP3 PLAGL1 PLCB1 PLK1 PLK3 PML POLE3 POLQ POT1 POU1F1 POU2F1 POU3F3 POU4F1 POU4F2 POU5F1 POU6F1 PPARA PPARD PPARG PPARGC1B PPHLN1 PPID PPM1A PPM1F PPP1R13L PRAME PRAMEF1 PRAMEF10 PRAMEF11 PRAMEF12 PRAMEF14 PRAMEF15 PRAMEF17 PRAMEF19 PRAMEF2 PRAMEF20 PRAMEF22 PRAMEF25 PRAMEF27 PRAMEF33 PRAMEF4 PRAMEF5 PRAMEF6 PRAMEF7 PRAMEF8 PRAMEF9 PRDM1 PRDM11 PRDM12 PRDM13 PRDM14 PRDM16 PRDM2 PRDM5 PRDM6 PRDM8 PRDX5 PRICKLE1 PRKN PRMT2 PRMT5 PRMT6 PROP1 PROX1 PRRX1 PSEN1 PSMC5 PSMD10 PSPC1 PTBP1 PTBP2 PTBP3 PTCH1 PTPN2 PTPRK PURA PURB QARS1 RAD17 RAD50 RADX RALY RARA RARB RARG RASD1 RB1 RBAK RBBP4 RBBP7 RBBP8 RBFOX2 RBL1 RBM10 RBM15 RBM15B RBM20 RBM24 RBM42 RBM46 RBM47 RBMX RBPJ RCOR1 RCOR2 RCOR3 RD3 RECQL5 RELA RELB RERE RESF1 REST RFC1 RFX3 RFX5 RGN RIF1 RING1 RIOX1 RIOX2 RIPPLY1 RIPPLY2 RIPPLY3 RITA1 RLIM RMI2 RN7SK RNF168 RNF169 RNF2 RNF8 RNPS1 RORB RORC RPL10 RPL23 RPS13 RPS14 RPS26 RPS3 RPS6KA5 RREB1 RRP8 RSF1 RTEL1 RTF1 RUNX1 RUNX1T1 RUNX2 RUNX3 RUVBL2 RXRA RYBP S100A11 SALL1 SALL4 SAMD1 SAMD11 SAMD7 SAP130 SAP18 SAP30 SAP30L SARNP SARS1 SATB1 SATB2 SBNO2 SCAF4 SCAF8 SCAI SCGB1A1 SCMH1 SCML1 SCML2 SCML4 SCRT1 SCRT2 SCX SDCBP SDR16C5 SECISBP2 SEMA4D SENP3 SET SETD5 SETDB1 SETDB2 SF1 SFMBT1 SFMBT2 SFN SFPQ SFRP1 SFRP2 SFSWAP SGF29 SHC1 SHH SHLD1 SHLD2 SHLD3 SHOX2 SHQ1 SIAH2 SIM2 SIN3A SIN3B SINHCAF SIRT1 SIRT2 SIRT6 SIRT7 SIX1 SIX3 SIX4 SIX5 SKI SKIL SKOR1 SKOR2 SLA2 SLC11A1 SLFN11 SLIRP SLX1A SLX1B SLX4 SMAD2 SMAD3 SMAD4 SMAD5 SMAD7 SMARCA2 SMARCA4 SMARCA5 SMARCC2 SMARCE1 SMCHD1 SMG6 SMO SMTNL1 SMURF2 SMYD1 SMYD2 SNAI1 SNAI2 SNAI3 SNCA SNW1 SNX6 SORBS3 SOX1 SOX10 SOX11 SOX12 SOX13 SOX14 SOX15 SOX18 SOX2 SOX3 SOX30 SOX4 SOX6 SOX7 SOX8 SOX9 SP100 SP2 SP3 SP5 SPDEF SPEN SPI1 SPINDOC SQSTM1 SRC SREBF1 SREBF2 SRF SRSF10 SRSF12 SRSF2 SRSF4 SRSF6 SRSF7 SRSF9 SRY SSX1 STAT1 STAT3 STAT6 STN1 STRAP STRN3 SUB1 SUDS3 SUFU SUMO1 SUMO4 SUPT4H1 SUPT5H SUV39H1 SUV39H2 SUZ12 SYNCRIP TADA3 TAF1 TAF15 TAF3 TAF7 TAF9B TAGLN3 TAL1 TARDBP TASOR TBL1X TBL1XR1 TBL1Y TBR1 TBX15 TBX18 TBX2 TBX20 TBX21 TBX22 TBX3 TBX6 TBXT TCEAL7 TCERG1 TCF21 TCF23 TCF25 TCF3 TCF7 TCF7L2 TCFL5 TCP10L TDG TDP2 TEN1 TENM2 TENT2 TENT4A TENT4B TENT5A TENT5B TENT5C TENT5D TERF1 TERF2 TERF2IP TET1 TFAP2A TFAP2B TFAP2C TFAP4 TFCP2L1 TFDP2 TFEC TFIP11 TGFB1 TGIF1 TGIF2 TGIF2LX TGIF2LY THAP1 THAP11 THAP5 THAP7 THOC1 THRA THRAP3 THRB TIMELESS TINF2 TIPIN TIRAP TLE1 TLE2 TLE3 TLE4 TLE5 TLE6 TLE7 TMBIM6 TMPRSS6 TNF TNFRSF4 TNFSF11 TNFSF4 TNKS TNKS2 TNP1 TOB1 TOB2 TP53 TP53BP1 TP63 TPR TRAF2 TRAF3IP2 TRAF5 TRAF6 TRDMT1 TRERF1 TRIB3 TRIM11 TRIM22 TRIM24 TRIM27 TRIM28 TRIM29 TRIM33 TRIM37 TRIM6 TRO TRPS1 TRPV1 TRPV4 TSC22D4 TSG101 TSHZ3 TSPO TSPYL2 TTF1 TWIST1 TWIST2 TXN TXNIP U2AF2 UBE2D1 UBE2D3 UBE2I UBQLN4 UHRF1 UIMC1 UPF3A URI1 USP2 USP3 USP47 USP9X UXT VAX1 VAX2 VDR VEGFA VGLL4 VHL VIP VPS72 VSX2 WAPL WDR5 WDR82 WDTC1 WFS1 WNT10B WNT11 WNT4 WNT5A WT1 WTIP WWC1 WWC2 WWC3 WWP1 WWP2 WWTR1 XCL1 XRCC1 XRCC5 XRCC6 XRN1 YAF2 YAP1 YBX1 YBX3 YEATS2 YWHAQ YWHAZ YY1 ZAR1 ZBED2 ZBED6 ZBTB1 ZBTB10 ZBTB12 ZBTB14 ZBTB16 ZBTB17 ZBTB18 ZBTB2 ZBTB20 ZBTB21 ZBTB25 ZBTB26 ZBTB32 ZBTB33 ZBTB34 ZBTB37 ZBTB38 ZBTB39 ZBTB4 ZBTB42 ZBTB45 ZBTB46 ZBTB49 ZBTB5 ZBTB6 ZBTB7A ZBTB7B ZBTB8A ZC3H10 ZC3H14 ZC3H4 ZC3H6 ZC3H8 ZCCHC17 ZEB1 ZEB2 ZFHX3 ZFP36 ZFP37 ZFP57 ZFP69 ZFP69B ZFP90 ZFPM1 ZFPM2 ZFTA ZGLP1 ZGPAT ZHX1 ZHX2 ZHX3 ZIC2 ZKSCAN3 ZMPSTE24 ZMYM2 ZMYM5 ZMYND11 ZMYND15 ZMYND8 ZNF10 ZNF12 ZNF124 ZNF131 ZNF133 ZNF134 ZNF136 ZNF140 ZNF141 ZNF148 ZNF169 ZNF174 ZNF175 ZNF177 ZNF180 ZNF19 ZNF20 ZNF202 ZNF205 ZNF217 ZNF219 ZNF224 ZNF239 ZNF24 ZNF248 ZNF25 ZNF253 ZNF254 ZNF256 ZNF263 ZNF266 ZNF268 ZNF274 ZNF281 ZNF282 ZNF296 ZNF3 ZNF304 ZNF318 ZNF337 ZNF343 ZNF345 ZNF350 ZNF354B ZNF366 ZNF398 ZNF404 ZNF418 ZNF423 ZNF425 ZNF431 ZNF436 ZNF439 ZNF440 ZNF451 ZNF469 ZNF487 ZNF488 ZNF491 ZNF503 ZNF512B ZNF529 ZNF536 ZNF540 ZNF541 ZNF550 ZNF554 ZNF555 ZNF556 ZNF557 ZNF558 ZNF559 ZNF559-ZNF177 ZNF560 ZNF566 ZNF568 ZNF572 ZNF582 ZNF587B ZNF589 ZNF596 ZNF599 ZNF608 ZNF614 ZNF619 ZNF620 ZNF639 ZNF641 ZNF653 ZNF658 ZNF668 ZNF669 ZNF674 ZNF675 ZNF684 ZNF69 ZNF692 ZNF703 ZNF705A ZNF705B ZNF705D ZNF705EP ZNF705G ZNF706 ZNF746 ZNF749 ZNF750 ZNF75A ZNF764 ZNF77 ZNF777 ZNF778 ZNF785 ZNF79 ZNF8 ZNF827 ZNF846 ZNF85 ZNF875 ZNF891 ZNF91 ZNF93 ZP3 ZRANB3 ZSCAN10 ZSCAN4 GOBP_NEGATIVE_REGULATION_OF_NUCLEOCYTOPLASMIC_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_NUCLEOCYTOPLASMIC_TRANSPORT ANGPT1 APOD BARD1 CABP1 CD36 CDK5 CHP1 FERMT1 MDFIC NF1 NUP153 PARK7 PKIA PKIG RAB23 RANGAP1 SIRT6 SP100 SUFU SUMO1 TPR TXN UFM1 GOBP_NEGATIVE_REGULATION_OF_NUCLEOTIDE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_NUCLEOTIDE_BIOSYNTHETIC_PROCESS FLCN H19 MIR675 PARP1 PID1 RD3 GOBP_NEGATIVE_REGULATION_OF_NUCLEOTIDE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_NUCLEOTIDE_METABOLIC_PROCESS ALDOB CDA FIS1 FLCN H19 MIR675 PARP1 PID1 RD3 TP53 TSPO GOBP_NEGATIVE_REGULATION_OF_OLIGODENDROCYTE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_OLIGODENDROCYTE_DIFFERENTIATION CTNNB1 DAAM2 DLX1 DLX2 DRD3 DUSP10 HES1 HES5 ID4 NF1 NKX6-1 NKX6-2 NOTCH1 TMEM98 GOBP_NEGATIVE_REGULATION_OF_ORGANELLE_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_ORGANELLE_ASSEMBLY AKT1 BECN1 BRCA1 CAV3 CCP110 CDK10 CDK5RAP2 CEP97 EHMT2 EVI5L FEZ1 FEZ2 GDI2 KAT2A KAT2B KIF24 LIMK2 LPAR1 LRRK2 MAK MAP4 MDM1 MPHOSPH9 MTM1 NBDY NUPR1 ODF2L PATL2 PHF23 PINK1 RBM14 SCFD1 SEC22B SMAD4 SMCR8 STYXL1 TBC1D30 TBC1D7 TCHP TESK1 TMEM39A TRIM37 USP10 WDR44 YAP1 GOBP_NEGATIVE_REGULATION_OF_ORGANELLE_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_ORGANELLE_ORGANIZATION ACAA2 ACD ADCK1 ADD1 ADD2 ADD3 AKT1 ANAPC15 ANKRD27 APC APC2 ARAP1 ARFGEF1 ARHGAP28 ARHGAP6 ARHGEF18 ARHGEF2 ARHGEF7 ARPIN ATM ATRX ATXN7 AURKAIP1 AURKB AVIL AVP BAK1 BAZ1B BBS4 BCL2L1 BCL2L2 BECN1 BIRC5 BMERB1 BMP4 BMP7 BNIP3 BOK BRCA1 BUB1 BUB1B BUB3 C11orf65 CAMSAP2 CAPG CAPZA1 CAPZA2 CAPZA3 CAPZB CARMIL1 CARMIL2 CAV3 CCNB1 CCNF CCP110 CDC20 CDCA8 CDH5 CDK10 CDK5RAP2 CENATAC CENPF CEP97 CGNL1 CHEK1 CIB1 CKAP2 CLASP1 CLASP2 CLIP3 CLU CORO1A CORO1B CORO2B CRACD CTC1 CTNNA2 CYRIB DCP2 DLC1 DMRT1 DMTN DNAI3 DUSP1 DYNC1LI1 DYRK1A EHMT2 EML2 EPS8 ERCC1 ERCC4 ESPL1 EVI5L EXOSC10 F11R FBXO43 FBXO5 FEZ1 FEZ2 FGF13 FHOD3 FKBP4 FLCN FLII FNIP1 FRMD7 FXN FZD9 GCLC GDI2 GEN1 GHITM GMFB GMFG GNL3L GPX1 GSN H3-3A H3-3B HASPIN HDAC6 HDGFL3 HGF HIP1R HNRNPA1 HNRNPC HNRNPU HORMAD1 HSPA1A HUWE1 IAPP IER3 IGF1 IK INCENP INPP5K IQCJ-SCHIP1 KANK1 KANK2 KANK3 KANK4 KAT2A KAT2B KATNB1 KIF24 KLHL22 KNL1 KNTC1 LCMT1 LIF LILRB2 LIMA1 LIMK2 LMNA LMOD1 LMOD2 LMOD3 LPAR1 LRRK2 MAD1L1 MAD2L1 MAD2L1BP MAD2L2 MAK MAP1B MAP2 MAP4 MAP6D1 MAPRE1 MAPT MDM1 MET MID1 MID1IP1 MIR138-1 MIR149 MIR20A MIR21 MIR214 MKKS MNAT1 MPHOSPH9 MPV17L MTBP MTM1 MTOR MTPN MUL1 MYADM MYOC NAA10 NANOS2 NAT10 NAV3 NBDY NBN NDC80 NME6 NOL3 NPM1 NUBP1 NUF2 NUPR1 ODF2L OMA1 OPA1 PAK2 PARL PARP1 PATL2 PCID2 PFN1 PFN2 PFN4 PHF23 PHLDB2 PICK1 PIF1 PIK3CA PIK3R1 PINK1 PINX1 PLEKHH2 PLK1 POT1 PPARG PPFIA1 PPIF PRAP1 PRELID1 PRKCD PRKN PRRT2 PSMD10 PSMG2 RAB7A RAD1 RAD21 RAD50 RBM14 RDX RHPN1 RHPN2 RHPN2P1 RNF41 RPS6KA2 RTEL1 S1PR1 SCFD1 SCIN SEC22B SETMAR SHANK1 SHANK3 SLC25A31 SLC25A4 SLC25A5 SLC25A6 SLC35F6 SLIT2 SLX1A SLX1B SLX4 SMAD4 SMARCA5 SMCR8 SMG6 SNCA SPC24 SPC25 SPDL1 SPEF1 SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 SRC SSH1 SSH2 SSH3 STMN1 STMN2 STN1 STYXL1 SUB1 SVIL SWAP70 TACSTD2 TAOK1 TBC1D30 TBC1D4 TBC1D7 TBCD TCHP TEN1 TENT4B TERF1 TERF2 TERF2IP TESK1 TEX14 TFRC TIGAR TINF2 TJP1 TMEFF2 TMEM14A TMEM39A TMEM67 TMOD1 TMOD2 TMOD3 TMOD4 TMSB10 TMSB15A TMSB15B TMSB15C TMSB4X TMSB4Y TNKS TNKS2 TOM1L1 TOM1L2 TOP2A TP53 TPR TPX2 TRIAP1 TRIM37 TRIM54 TRIOBP TRIP13 TSC2 TSPO TTBK2 TTK TUBB4A TWF1 TWF2 USP10 USP30 USP44 VAT1 VIL1 VILL WAPL WAS WASF2 WASHC2C WDR44 WDR47 XRCC1 XRCC3 XRN1 YAP1 ZNF207 ZW10 ZWILCH ZWINT GOBP_NEGATIVE_REGULATION_OF_ORGANIC_ACID_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_ORGANIC_ACID_TRANSPORT ABAT ADORA1 AKT1 AKT2 ARL6IP5 CYP4F2 FIS1 GABBR1 GRM7 HRH3 HTR1B IRS2 LEP MIR33A NPY5R PLA2R1 PRKG1 RGS2 RGS4 SLC43A1 SLC43A2 THBS1 TNF TRH GOBP_NEGATIVE_REGULATION_OF_ORGAN_GROWTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_ORGAN_GROWTH CAV3 CGA CITED2 CTDP1 FOXP1 FXN G6PD GSK3A JARID2 KCNK2 MAPK11 MIR1-1 MIR17HG MIR199A1 MIR199B MIR200B MIR25 MIR873 NOG PI16 PPARA PTEN RBP4 RGS2 RGS4 SAV1 SLC6A4 STK3 STK4 TBX5 TOMM70 TP73 VGLL4 WWC1 WWC2 WWC3 YY1 GOBP_NEGATIVE_REGULATION_OF_OSSIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_OSSIFICATION AHSG BCL2 BCOR CALCA CALCR CCL3 CCR1 CHSY1 DKK1 ECM1 ENPP1 FGF23 GATA1 GFRA4 GREM1 HIF1A KREMEN1 KREMEN2 LRP4 LTBP3 MDK MEF2C MIR208A NOTCH1 PTH PTK2B RBPJ RFLNA RFLNB SFRP1 SMAD6 SMAD7 SOST SOX9 SRGN STATH TMEM53 TPH1 TRPM4 GOBP_NEGATIVE_REGULATION_OF_OSTEOBLAST_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_OSTEOBLAST_DIFFERENTIATION AREG AXIN2 BAMBI CDK6 CHRD CITED1 CRIM1 ERFE FGF23 GREM1 HAND2 HDAC7 HOXA2 ID3 IGFBP5 IPO7 LIMD1 LRP5 MEN1 MIR100 MIR106A MIR125B1 MIR138-1 MIR140 MIR17 MIR18A MIR205 MIR208A MIR214 MIR24-1 MIR30B MIR665 MIR675 MIR9-1 MIR93 MIR98 NBR1 NOCT NOG NOTCH1 OSTN PPARG PTCH1 RANBP3L RIOX1 RORB SEMA4D SFRP1 SKI SMAD3 SMAD6 SOX9 SUFU TMEM53 TMEM64 TNF TNFAIP6 TNN TOB1 TRPM4 TWIST1 TWIST2 TWSG1 UCMA VEGFC GOBP_NEGATIVE_REGULATION_OF_OSTEOBLAST_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_OSTEOBLAST_PROLIFERATION ATRAID AXIN2 BCL2 EIF2AK2 GREM1 MIR138-1 MIR675 MIR9-1 MN1 NELL1 NF2 PLXNB1 SFRP1 SMAD3 TNN GOBP_NEGATIVE_REGULATION_OF_OSTEOCLAST_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_OSTEOCLAST_DEVELOPMENT CLDN18 FBN1 FBXW7 LILRB1 LTF GOBP_NEGATIVE_REGULATION_OF_OSTEOCLAST_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_OSTEOCLAST_DIFFERENTIATION CARTPT CCL3 CLDN18 CTNNB1 ERFE FBN1 FBXW7 FSTL3 GPR137 GPR137B GPR55 IAPP IL4 INPP5D LILRB1 LILRB3 LILRB4 LRRC17 LTF MAFB NF1 PIAS3 PIK3R1 SFRP1 TCTA TLR3 TLR4 TMEM178A TNFAIP6 TNFRSF11B TOB2 UBASH3B ZNF675 GOBP_NEGATIVE_REGULATION_OF_OXIDATIVE_PHOSPHORYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_OXIDATIVE_PHOSPHORYLATION ACTN3 DNAJC15 MIR210 MLXIPL PPIF RHOA SNCA TNF GOBP_NEGATIVE_REGULATION_OF_OXIDATIVE_STRESS_INDUCED_INTRINSIC_APOPTOTIC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_OXIDATIVE_STRESS_INDUCED_INTRINSIC_APOPTOTIC_SIGNALING_PATHWAY AKT1 ATF4 BAG5 CTNNB1 FBXO7 FYN FZD1 GATA4 GPX1 HIF1A HSPB1 HTRA2 IL10 INS MAPK7 MIR133A1 MIR195 MIR19A MIR29B1 MIR92A1 NFE2L2 NME5 NOL3 NONO PARK7 PINK1 PPIA PRKN PYCR1 RACK1 SIRT1 SOD2 TRAP1 WNT1 GOBP_NEGATIVE_REGULATION_OF_OXIDATIVE_STRESS_INDUCED_NEURON_INTRINSIC_APOPTOTIC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_OXIDATIVE_STRESS_INDUCED_NEURON_INTRINSIC_APOPTOTIC_SIGNALING_PATHWAY ATF4 CTNNB1 FBXO7 FZD1 HIF1A IL10 MIR195 NONO PARK7 PINK1 PRKN PYCR1 WNT1 GOBP_NEGATIVE_REGULATION_OF_OXIDOREDUCTASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_OXIDOREDUCTASE_ACTIVITY AOC3 ATP2B4 CAV3 CYP27B1 DAOA DRD5 ETFBKMT GFI1 GLA GZMA H19 HDAC6 HP INS MIR130B MIR132 MIR138-1 MIR21 MIR212 MIR26A1 MIR27B MIR378A MIR675 MT3 NFKB1 NOSIP OXA1L PRKN SNCA GOBP_NEGATIVE_REGULATION_OF_P38MAPK_CASCADE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_P38MAPK_CASCADE CYLD DLG1 DUSP1 DUSP10 EZR MIR20A PTPN22 TREM2 GOBP_NEGATIVE_REGULATION_OF_PEPTIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_PEPTIDASE_ACTIVITY AHSG AKT1 ANXA8 ANXA8L1 AQP1 ARL6IP1 AVP BCL2L12 BIN1 CAAP1 CARD16 CARD18 CARD8 CAST CD44 CDKN2D CR1 CRB2 CSN2 CSNK2A1 CST1 CST2 CST3 CST4 CST5 CST7 CSTA CSTB DDX3X DHCR24 DNAJB6 DPEP1 ECM1 EPPIN FABP1 FETUB FNIP1 GAPDH GAS6 GPX1 HGF HRG IFI16 IFI6 IGBP1 KLF4 KNG1 LAMP3 LAMTOR5 LRP1 LTF MAGEA3 MAP2K5 MIR152 MIR17 MIR195 MIR199A1 MIR19B1 MIR24-1 MIR29B1 MIR29C MIR339 MIR892B MIRLET7B MMP9 NAIP NOL3 PAK2 PARK7 PAX2 PCID2 PICALM PIH1D1 PLAUR RAF1 RECK RFFL RNF34 RPS6KA1 RPS6KA3 SERPINA1 SERPINA10 SERPINA11 SERPINA12 SERPINA2 SERPINA3 SERPINA4 SERPINA5 SERPINA6 SERPINA7 SERPINA9 SERPINB1 SERPINB10 SERPINB11 SERPINB12 SERPINB13 SERPINB2 SERPINB3 SERPINB4 SERPINB5 SERPINB6 SERPINB7 SERPINB8 SERPINB9 SERPIND1 SERPINE1 SERPINE2 SERPINE3 SERPINF1 SERPINF2 SERPING1 SERPINH1 SERPINI1 SERPINI2 SFN SH3RF1 SIAH2 SNCA SORL1 SPINK2 SPINK5 SPOCK1 SPOCK2 SPOCK3 SRC THBS1 TIMP1 TIMP2 TIMP3 TIMP4 TNF TRIAP1 UBXN1 USP47 VEGFA VTN XIAP GOBP_NEGATIVE_REGULATION_OF_PEPTIDE_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_PEPTIDE_SECRETION ABCC8 ACVR1C ADRA2A BMP8A CARTPT CCN3 CD74 CHGA CRH CRHBP DRD2 ENY2 F2RL1 FAM3D FFAR2 FFAR4 FKBP1B FOXO1 GHRL GHSR GNAZ HADH INHBB IRS1 JAGN1 KCNB1 KCNJ11 KLF7 LEP MIDN MTNR1B NDUFAF2 PDE8B PFKL PIM3 PPP3CA PRKN PSMD9 PTPN11 REST SFRP1 SIRT4 SREBF1 SYTL4 UCP2 VSNL1 GOBP_NEGATIVE_REGULATION_OF_PEPTIDYL_CYSTEINE_S_NITROSYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_PEPTIDYL_CYSTEINE_S_NITROSYLATION ATP2B4 DMD MIR132 MIR212 NCOA7 OXR1 SNTA1 TBC1D24 GOBP_NEGATIVE_REGULATION_OF_PEPTIDYL_LYSINE_ACETYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_PEPTIDYL_LYSINE_ACETYLATION BRCA1 HDAC2 HINT2 KLF15 SET SIRT1 GOBP_NEGATIVE_REGULATION_OF_PEPTIDYL_SERINE_PHOSPHORYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_PEPTIDYL_SERINE_PHOSPHORYLATION BAK1 BAX BDKRB2 CAV1 CNKSR3 DKK1 DMD DMTN GADD45A GGNBP2 GPD1L HGF INPP5F INPP5J INPP5K MIR132 MIR212 MIR219A1 MLXIPL NCK1 NCK2 NLRP2B PAQR3 PDE4D PPM1F PTEN PWP1 RACK1 RASSF2 SMAD7 GOBP_NEGATIVE_REGULATION_OF_PEPTIDYL_THREONINE_PHOSPHORYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_PEPTIDYL_THREONINE_PHOSPHORYLATION CADM4 CALM1 CALM2 CALM3 DGKQ DMTN EIF4G1 INPP5K MIR103A1 MIR15A PARD3 PPEF2 PPP2R5D SIRT2 SMAD7 SPRED1 SPRED2 SPRY2 TTC36 GOBP_NEGATIVE_REGULATION_OF_PEPTIDYL_TYROSINE_PHOSPHORYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_PEPTIDYL_TYROSINE_PHOSPHORYLATION CADM4 CAV1 CBL CBLB CBLC CD300A CHMP6 DMTN DUSP22 ERRFI1 GGNBP2 GPRC5A HYAL2 INPP5F LILRB4 LRRK1 MIR106B MIR138-1 MIR146A MVP NF2 NTF3 PARP14 PIBF1 PPP2CA PPP2R1A PRKCD PRKCZ PTK6 PTPN2 PTPN6 PTPRC SAMSN1 SEMA4D SFRP1 SFRP2 SH3BP5 SH3BP5L SNX6 SOCS1 SOCS3 SOCS4 SOCS5 SPINK1 SRCIN1 TSG101 VPS25 ZFYVE28 ZGPAT GOBP_NEGATIVE_REGULATION_OF_PERK_MEDIATED_UNFOLDED_PROTEIN_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_PERK_MEDIATED_UNFOLDED_PROTEIN_RESPONSE ABCA7 NCK1 NCK2 PPP1R15A PPP1R15B PTPN1 GOBP_NEGATIVE_REGULATION_OF_PHAGOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_PHAGOCYTOSIS ADIPOQ APPL1 ATG3 ATG5 CD300A CD300LF CD47 CNN2 CSK DYSF FCGR2B HMGB1 MIR181B1 PIP4P2 PLSCR1 PRTN3 RACK1 SIRPA SNX3 SYT11 TLR2 GOBP_NEGATIVE_REGULATION_OF_PHOSPHATASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_PHOSPHATASE_ACTIVITY BOD1 CHP1 CRY2 FKBP1A FKBP1B GSK3B IKBKB LGALS3 MASTL MGAT5 NCKAP1L PPP1R14D PPP1R15A PPP1R1B PPP4R4 PTPA ROCK1 ROCK2 SEMA4D STYXL1 TGFB2 TIPRL TNF URI1 GOBP_NEGATIVE_REGULATION_OF_PHOSPHATIDYLINOSITOL_3_KINASE_PROTEIN_KINASE_B_SIGNAL_TRANSDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_PHOSPHATIDYLINOSITOL_3_KINASE_PROTEIN_KINASE_B_SIGNAL_TRANSDUCTION AIM2 ARRB2 BANK1 BTN2A2 CAVIN3 CIB1 CRYBA1 DAB2IP DAG1 DDIT3 DLG1 DRD2 DRD3 EPHA2 FLCN GPER1 HLA-G HYAL2 INPP5K LEMD2 MAGI2 MIR137 MIR145 MIR146A MIR200C MIR206 MIR20A MIR29A MIR29B1 MIR29C MIR342 MIR34A MIR34B MIR34C MIR375 MIR379 MIR449A MIR520D MIRLET7F1 MSTN MTM1 MUL1 NHERF1 NLRC3 NOP53 OTUD3 PDCD6 PHLDA3 PHLPP1 PIK3CB PIK3IP1 PKHD1 PLEKHA1 PPARA PPP2CA PPP2R1A PTEN PTPRJ RACK1 RUBCN SFRP5 SH2B3 SIRT1 STAMBP TREM2 TSC2 TWIST1 XDH GOBP_NEGATIVE_REGULATION_OF_PHOSPHOLIPASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_PHOSPHOLIPASE_ACTIVITY ABL1 ANGPTL3 ANXA1 ANXA8 ANXA8L1 BICD1 PLA2R1 RGS2 GOBP_NEGATIVE_REGULATION_OF_PHOSPHOLIPID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_PHOSPHOLIPID_METABOLIC_PROCESS ABCA2 APOC1 LPCAT1 MIR30C1 PDGFA PDGFB SLC27A1 GOBP_NEGATIVE_REGULATION_OF_PHOSPHOPROTEIN_PHOSPHATASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_PHOSPHOPROTEIN_PHOSPHATASE_ACTIVITY BOD1 CRY2 FKBP1A FKBP1B GSK3B IKBKB LGALS3 MASTL MGAT5 NCKAP1L PPP1R14D PPP1R15A PPP1R1B PPP4R4 PTPA ROCK1 ROCK2 STYXL1 TIPRL TNF GOBP_NEGATIVE_REGULATION_OF_PHOSPHORUS_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_PHOSPHORUS_METABOLIC_PROCESS ABCA2 ABL1 ACP4 ADAR ADARB1 ADIPOQ ADNP AGT AIDA AKT1 AKT1S1 ALDOB ANGPT1 ANKLE2 APC APOC1 APOE ARPP19 ARRB2 ATG14 BAK1 BAX BDKRB1 BDKRB2 BMP2 BOD1 C9orf72 CACTIN CADM1 CADM4 CALM1 CALM2 CALM3 CAMK2N1 CAMK2N2 CAV1 CAV3 CBL CBLB CBLC CD109 CD300A CDA CDK5RAP1 CDK5RAP3 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CDKN2D CEACAM1 CEBPA CEP43 CEP85 CHMP6 CHP1 CHRNA7 CIB1 CNKSR3 CORO1C CRKL CRY2 CTDSP1 CTDSP2 CTDSPL DAB2IP DBNDD1 DBNDD2 DEFB114 DEPTOR DGKQ DKK1 DMD DMTN DNAJA1 DNAJC10 DNAJC3 DRD2 DTNBP1 DUSP1 DUSP10 DUSP16 DUSP19 DUSP22 DUSP3 DUSP6 DUSP7 DVL1 DYNLL1 EIF4G1 ENG ENPP1 ENSA EPHA1 EPHB2 ERRFI1 FBLN1 FIS1 FKBP1A FKBP1B FKBP8 FLCN FOXA2 GADD45A GBA1 GCKR GGNBP2 GNAQ GPD1L GPRC5A GRB10 GSK3A GSK3B GSKIP GSTP1 H19 HEG1 HEXIM1 HEXIM2 HGF HHEX HIPK3 HNRNPU HSPB1 HYAL2 IBTK IFNG IGFBP3 IKBKB IL1B IL2 IMPACT INCA1 INHA INHBA INPP5F INPP5J INPP5K INSM1 IPO5 IPO7 IQGAP1 IRAK3 IRS2 ITGB1BP1 KIRREL1 KIRREL2 KLHL31 LATS1 LATS2 LAX1 LGALS3 LILRB4 LPCAT1 LRP5 LRP6 LRRK1 LRRK2 LYN MACROH2A1 MAPK8IP1 MAPT MAS1 MASTL MEN1 MFHAS1 MGAT5 MICAL1 MIDN MIR103A1 MIR106B MIR132 MIR133A1 MIR137 MIR138-1 MIR146A MIR15A MIR20A MIR212 MIR218-1 MIR219A1 MIR24-1 MIR27B MIR30C1 MIR34A MIR483 MIR675 MIR711 MIR92A1 MLXIPL MVP MYADM MYCNOS MYOCD NCK1 NCK2 NCKAP1L NF1 NF2 NIBAN1 NLRP12 NLRP2B NNT NPM1 NPPA NPRL2 NR2F2 NTF3 NTRK3 OCLN PAK2 PAQR3 PARD3 PARD6A PARK7 PARP1 PARP14 PAX6 PBK PDCD4 PDE4D PDGFA PDGFB PDPK1 PIBF1 PID1 PIK3CB PIK3IP1 PIP5KL1 PKIA PKIB PKIG PKN1 PLEK PLK1 PLPP3 PPARG PPEF2 PPIA PPM1E PPM1F PPP1R14D PPP1R15A PPP1R15B PPP1R16B PPP1R1B PPP1R8 PPP2CA PPP2R1A PPP2R5A PPP2R5D PPP4R4 PRDX3 PRKAG2 PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCD PRKCZ PRKDC PRKG1 PRKN PRKRIP1 PRNP PRR5L PSEN1 PTEN PTK6 PTPA PTPN1 PTPN13 PTPN2 PTPN22 PTPN6 PTPRB PTPRC PTPRJ PTPRO PTPRQ PTPRT PWP1 PYCARD PYDC1 QARS1 RABGEF1 RACK1 RASIP1 RASSF2 RB1 RD3 RGN RGS14 RGS2 ROCK1 ROCK2 RTRAF RUBCN SAMSN1 SEMA4D SERPINB3 SFN SFRP1 SFRP2 SH3BP5 SH3BP5L SH3GL2 SIRPA SIRT1 SIRT2 SLC27A1 SLC8A1 SLC8A3 SLIT2 SMAD7 SMCR8 SMPD1 SNCA SNX6 SOCS1 SOCS3 SOCS4 SOCS5 SORL1 SPAG9 SPINK1 SPRED1 SPRED2 SPRY1 SPRY2 SPRY3 SPRY4 SRCIN1 STAP1 STK38 STYXL1 SWAP70 TAF7 TARBP2 TARDBP TERF2IP TESK1 TFAP4 TGFB1 TGFB2 THY1 TIPRL TMED2 TNF TP53 TRAF3IP1 TRIB1 TRIB2 TRIB3 TRIM27 TSC2 TSG101 TSPO TTC36 UBASH3B UCHL1 URI1 VPS25 WARS1 WASHC1 WWTR1 XDH YWHAB YWHAE YWHAG ZBED3 ZC3H12A ZFYVE28 ZGPAT ZNF675 GOBP_NEGATIVE_REGULATION_OF_PHOSPHORYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_PHOSPHORYLATION ABL1 ACP4 ADAR ADARB1 ADIPOQ ADNP AGT AIDA AKT1 AKT1S1 ANGPT1 ANKLE2 APC APOE ARRB2 ATG14 BAK1 BAX BDKRB1 BDKRB2 BMP2 C9orf72 CACTIN CADM1 CADM4 CALM1 CALM2 CALM3 CAMK2N1 CAMK2N2 CAV1 CAV3 CBL CBLB CBLC CD109 CD300A CDK5RAP1 CDK5RAP3 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CDKN2D CEACAM1 CEBPA CEP43 CEP85 CHMP6 CHP1 CHRNA7 CIB1 CNKSR3 CORO1C CRKL CTDSP1 CTDSP2 CTDSPL DAB2IP DBNDD1 DBNDD2 DEFB114 DEPTOR DGKQ DKK1 DMD DMTN DNAJA1 DNAJC10 DNAJC3 DRD2 DTNBP1 DUSP1 DUSP10 DUSP16 DUSP19 DUSP22 DUSP3 DUSP6 DUSP7 DVL1 DYNLL1 EIF4G1 ENG ENPP1 EPHA1 EPHB2 ERRFI1 FBLN1 FKBP8 FOXA2 GADD45A GBA1 GCKR GGNBP2 GNAQ GPD1L GPRC5A GRB10 GSKIP GSTP1 HEG1 HEXIM1 HEXIM2 HGF HHEX HIPK3 HNRNPU HSPB1 HYAL2 IBTK IFNG IGFBP3 IL1B IL2 IMPACT INCA1 INHA INHBA INPP5F INPP5J INPP5K INSM1 IPO5 IPO7 IRAK3 IRS2 ITGB1BP1 KIRREL1 KIRREL2 KLHL31 LATS1 LATS2 LAX1 LILRB4 LRP5 LRP6 LRRK1 LRRK2 LYN MACROH2A1 MAPK8IP1 MAPT MAS1 MEN1 MICAL1 MIDN MIR103A1 MIR106B MIR132 MIR133A1 MIR137 MIR138-1 MIR146A MIR15A MIR20A MIR212 MIR218-1 MIR219A1 MIR24-1 MIR27B MIR34A MIR483 MIR711 MIR92A1 MLXIPL MVP MYADM MYCNOS MYOCD NCK1 NCK2 NF1 NF2 NIBAN1 NLRP12 NLRP2B NNT NPM1 NPPA NPRL2 NR2F2 NTF3 NTRK3 OCLN PAK2 PAQR3 PARD3 PARD6A PARK7 PARP14 PAX6 PBK PDCD4 PDE4D PDPK1 PIBF1 PID1 PIK3CB PIK3IP1 PIP5KL1 PKIA PKIB PKIG PKN1 PLK1 PLPP3 PPARG PPEF2 PPIA PPM1E PPM1F PPP1R15B PPP2CA PPP2R1A PPP2R5A PPP2R5D PRDX3 PRKAG2 PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCD PRKCZ PRKDC PRKN PRKRIP1 PRNP PRR5L PSEN1 PTEN PTK6 PTPN1 PTPN13 PTPN2 PTPN22 PTPN6 PTPRB PTPRC PTPRJ PTPRO PTPRQ PTPRT PWP1 PYCARD PYDC1 QARS1 RABGEF1 RACK1 RASIP1 RASSF2 RB1 RGN RGS14 RGS2 ROCK1 RTRAF RUBCN SAMSN1 SEMA4D SERPINB3 SFN SFRP1 SFRP2 SH3BP5 SH3BP5L SH3GL2 SIRPA SIRT1 SIRT2 SLC8A1 SLC8A3 SLIT2 SMAD7 SMCR8 SMPD1 SNCA SNX6 SOCS1 SOCS3 SOCS4 SOCS5 SORL1 SPAG9 SPINK1 SPRED1 SPRED2 SPRY1 SPRY2 SPRY3 SPRY4 SRCIN1 STAP1 STK38 TAF7 TARBP2 TARDBP TERF2IP TESK1 TFAP4 TGFB1 THY1 TMED2 TRAF3IP1 TRIB1 TRIB2 TRIB3 TRIM27 TSC2 TSG101 TTC36 UBASH3B UCHL1 VPS25 WARS1 WASHC1 WWTR1 XDH YWHAG ZBED3 ZC3H12A ZFYVE28 ZGPAT ZNF675 GOBP_NEGATIVE_REGULATION_OF_PHOTORECEPTOR_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_PHOTORECEPTOR_CELL_DIFFERENTIATION CNTF DLX1 DLX2 NOTCH1 SOX8 SOX9 GOBP_NEGATIVE_REGULATION_OF_PINOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_PINOCYTOSIS CAV1 NR1H2 NR1H3 PROM2 STX1B GOBP_NEGATIVE_REGULATION_OF_PLASMA_MEMBRANE_BOUNDED_CELL_PROJECTION_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_PLASMA_MEMBRANE_BOUNDED_CELL_PROJECTION_ASSEMBLY ABI3 AKT1 ARHGAP24 ARHGAP44 CAPZB CCL21 CCP110 CDK10 CEP97 EVI5L EVL GDI2 HRG KANK1 KIF24 LIMK2 LPAR1 MAK MAP4 MIR196A1 MIR214 MPHOSPH9 ODF2L PFN2 PLXNB3 PRKCD RAB3IP RAP1GAP SLIT2 SRGAP2C STAP1 TACSTD2 TBC1D30 TBC1D7 TCHP TESK1 WDR44 YAP1 GOBP_NEGATIVE_REGULATION_OF_PLASMINOGEN_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_PLASMINOGEN_ACTIVATION CPB2 CTSZ PLAT PLAU SERPINE1 SERPINE2 SERPINF2 THBS1 GOBP_NEGATIVE_REGULATION_OF_PLATELET_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_PLATELET_ACTIVATION ADAMTS18 ALOX12 APOE C1QTNF1 CD9 CEACAM1 F2 NOS3 PDGFA PDGFB PDGFRA PRKCD PRKG1 SERPINE2 SH2B3 THBD UBASH3B GOBP_NEGATIVE_REGULATION_OF_PLATELET_AGGREGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_PLATELET_AGGREGATION ADAMTS18 ALOX12 C1QTNF1 CD9 CEACAM1 PRKCD PRKG1 SERPINE2 SH2B3 UBASH3B GOBP_NEGATIVE_REGULATION_OF_PLATELET_DERIVED_GROWTH_FACTOR_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_PLATELET_DERIVED_GROWTH_FACTOR_RECEPTOR_SIGNALING_PATHWAY ADIPOQ APOD HGS LRP1 MYOCD NDRG4 NHERF1 PHF14 PTGIR PTPN12 PTPN2 PTPRJ SNCA GOBP_NEGATIVE_REGULATION_OF_POST_TRANSCRIPTIONAL_GENE_SILENCING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_POST_TRANSCRIPTIONAL_GENE_SILENCING ADAR BCDIN3D DND1 ELAVL1 HOXB-AS3 IL6 LIN28A LIN28B MECP2 STAT3 TP53 ZC3H10 ZMPSTE24 GOBP_NEGATIVE_REGULATION_OF_POST_TRANSLATIONAL_PROTEIN_MODIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_POST_TRANSLATIONAL_PROTEIN_MODIFICATION ABL1 ADGRB1 AKT1 ARRB1 ARRB2 ATG5 BAG2 BAG5 BEX1 BEX2 BEX3 BEX4 BRCA1 CAMLG CAPN3 CAV1 CDK5 CEP63 CHP1 COPS9 CRTAP CRY1 CTNNB1 DCUN1D3 DNAJA1 DTX3L FBXO5 FLCN FSCB FYN GCLC GNL3L GPS2 GTPBP4 HDAC8 HMG20A HMG20B HSPA1A HSPA1B ISG15 IVNS1ABP KLHL40 LIMK1 MAD2L1 MAD2L2 MAGEA2 MAGEA2B MARCHF6-DT MARCHF7 MINAR1 MIR101-1 MIR138-1 MIR182 N4BP1 NXN OGT P3H1 PARK7 PARP10 PER2 PIAS3 PINX1 PLAA PPIA PRKCE PRKCG PRMT3 RELA RPL11 RPL23 RPL5 RPS3 RPS7 SENP2 SET SH3RF2 SIRT7 SMAD7 SOX4 SPOPL SPRY2 SQSTM1 SVBP TAF1 TNFAIP3 TRIM21 TRIM44 TSPO TTC36 U2AF2 UBE2B UBXN1 UFL1 USP4 USP44 VPS28 WNK1 GOBP_NEGATIVE_REGULATION_OF_POTASSIUM_ION_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_POTASSIUM_ION_TRANSMEMBRANE_TRANSPORT ACTN2 ANK3 BIN1 CAB39 CASQ2 CAV1 CAV3 GRP KCNAB1 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNH2 KCNRG KEL MIR1-1 MIR103A1 MIR133A1 MIR153-1 MIR212 MIR26A1 MIR29B1 MIR30D NEDD4L OXSR1 RGS4 STK39 SUMO1 GOBP_NEGATIVE_REGULATION_OF_POTASSIUM_ION_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_POTASSIUM_ION_TRANSPORT ACTN2 ANK3 ATF4 BIN1 CAB39 CASQ2 CAV1 CAV3 GRP HCRT HTR2A KCNAB1 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNH2 KCNRG KEL MIR1-1 MIR103A1 MIR133A1 MIR153-1 MIR212 MIR26A1 MIR29B1 MIR30D NEDD4L NOS1 NOS3 OXSR1 PTK2B RGS4 STK39 SUMO1 VIP GOBP_NEGATIVE_REGULATION_OF_PRODUCTION_OF_MOLECULAR_MEDIATOR_OF_IMMUNE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_PRODUCTION_OF_MOLECULAR_MEDIATOR_OF_IMMUNE_RESPONSE ACP5 ANGPT1 APOA1 APOA2 ARG1 AXL BCL6 BST2 CD22 CD96 CR1 CUEDC2 EPX FCGR2B FCRL3 FOXP3 HFE HLA-F IFNA2 IFNB1 IL10 IL13RA2 IL33 IRAK3 JAK3 LILRB1 LILRB4 MIR302A NDFIP1 NLRX1 NOD2 PARP3 PRG2 RABGEF1 SLAMF1 SMAD7 SPINK5 TBX21 TGFB1 TGFB2 TGFB3 THOC1 TMBIM6 TNF TWIST1 XCL1 ZPBP2 GOBP_NEGATIVE_REGULATION_OF_PROGRAMMED_CELL_DEATH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_PROGRAMMED_CELL_DEATH AARS1 AATF ABL1 ACAA2 ACKR3 ACTC1 ACVR1 ADA ADAM8 ADAMTS20 ADAR ADNP ADORA1 ADORA2A ADPRS AGAP2 AGO4 AHI1 AIFM2 AIPL1 AKR1A1 AKR1B1 AKT1 AKT2 ALB ALKBH1 ALOX12 AMBRA1 AMIGO2 ANGPT1 ANGPT4 ANGPTL4 ANKLE2 ANXA1 ANXA4 ANXA5 API5 APIP APOE APOH AQP1 AR ARAF AREL1 ARF4 ARG2 ARHGAP10 ARHGDIA ARHGEF2 ARL6IP1 ARMC10 ARMCX5-GPRASP2 ASAH2 ASCL1 ASIC2 ASNS ATAD3A ATAD5 ATF4 ATF5 ATG5 ATOH1 AURKA AURKB AVEN AVP AXL AZU1 BABAM2 BAG1 BAG3 BAG4 BAG5 BAG6 BAK1 BARD1 BARHL1 BAX BCL10 BCL11B BCL2 BCL2A1 BCL2L1 BCL2L10 BCL2L12 BCL2L2 BCL3 BCL6 BDKRB2 BDNF BECN1 BFAR BID BIRC2 BIRC3 BIRC5 BIRC6 BIRC7 BIRC8 BMI1 BMP4 BMP5 BMP7 BNIP1 BNIP2 BNIP3 BNIP3L BOK BRAF BRCA1 BTC BTG2 C8orf17 C8orf44-SGK3 CAAP1 CAMK1D CAPN3 CARD14 CARD16 CASP2 CASP8 CAST CAT CAV1 CBL CBS CBX4 CCAR2 CCL19 CCL2 CCL21 CCL5 CCN1 CCND1 CCND2 CCNG1 CCR5 CCR7 CD27 CD28 CD38 CD40LG CD44 CD74 CDC73 CDH5 CDK1 CDKN1A CDKN1B CDKN2D CDSN CEACAM5 CEACAM6 CEBPB CFDP1 CFL1 CFLAR CHD8 CHL1 CHST11 CIAPIN1 CIB1 CIDEA CITED1 CITED2 CLCF1 CLDN7 CLEC5A CLN3 CLN8 CLU CNTF CNTFR COL2A1 COMP COPS5 CORO1A CPEB4 CREB1 CREB3 CREB3L1 CRLF1 CRYAA CRYAB CSF1R CSF2 CSNK2A1 CSNK2A2 CTH CTNNA1 CTNNB1 CTNS CTSH CTTN CX3CL1 CX3CR1 CXCL12 CXCR2 DAB2 DAD1 DAPK1 DDAH2 DDB1 DDIAS DDR2 DDRGK1 DDX3X DFFA DHCR24 DHRS2 DIPK2A DKK1 DLL1 DLX1 DNAJA1 DNAJA3 DNAJB6 DNAJC3 DNAJC5 DNMT1 DOCK8 DPEP1 DPP8 DPP9 DRAXIN DSTYK DYRK3 EDN1 EDNRB EEF2K EFNA1 EGFR EGR3 EIF2AK2 ELL3 EN1 EN2 ENO1 ENSG00000274276 EPO ERBB2 ERBB3 ERBB4 ERCC5 ERFE EVI2B EYA1 EYA2 EYA3 EYA4 F2R FABP1 FADD FAIM FAIM2 FANK1 FAS FATE1 FBXO7 FCMR FFAR4 FGA FGB FGF10 FGF20 FGF21 FGF4 FGF8 FGFR2 FGG FHL2 FIGNL1 FKBP8 FLNA FLT4 FMN2 FMR1-AS1 FNIP1 FOXB1 FOXC1 FOXC2 FOXE3 FOXO1 FOXP1 FOXQ1 FSTL1 FXN FYN FZD1 FZD3 FZD9 GAS6 GATA1 GATA2 GATA3 GATA4 GATA6 GBA1 GBE1 GCG GCLC GCLM GDF5 GDNF GFER GFRAL GHITM GHRL GHSR GLI3 GLO1 GNAI2 GOLPH3 GPAM GPI GPRASP3 GPX1 GPX4 GREM1 GRIA4 GRIK2 GRINA GRK5 GRN GSK3B GSTP1 HAND2 HAX1 HCK HCLS1 HDAC1 HDAC2 HDAC3 HELLS HERPUD1 HEY2 HGF HHIP HIF1A HIGD1A HIGD2A HIP1R HIPK2 HIPK3 HMGA2 HMGB2 HMGN5 HMOX1 HNF1B HNRNPK HPN HRAS HSF1 HSH2D HSP90AB1 HSP90B1 HSPA1A HSPA1B HSPA5 HSPA9 HSPB1 HSPB2 HSPB6 HSPD1 HTATIP2 HTR2B HTRA2 HTT HYOU1 HYPK ICAM1 IDO1 IER3 IFI6 IFIT3 IGBP1 IGF1 IGF1R IHH IL10 IL11 IL13 IL19 IL1A IL1B IL2 IL27RA IL2RB IL31RA IL4 IL6 IL6ST IL7 IL7R ING2 INS INSL3 INTS1 IRF7 IRS2 ISL1 ITCH ITGA5 ITGA6 ITGAV ITGB1 ITGB3 ITPKB ITPRIP IVNS1ABP JAK2 JAK3 KANK2 KDM1A KDM2B KDR KHDC3L KIF14 KIFAP3 KIT KITLG KLF4 KLHL20 KRAS KRIT1 KRT18 LACRT LAMP3 LAMTOR5 LAPTM5 LEF1 LEP LGALS3 LGMN LHX3 LHX4 LIG4 LILRB1 LIMS2 LMNA LRP2 LRP6 LRRK2 LTF LTK LYPD3 MAD2L1 MAEA MAEL MAG MAGEA3 MAGEA4 MALT1 MAP2K4 MAP2K5 MAP3K12 MAP4K4 MAPK7 MAPK8 MAPK8IP1 MAPK8IP2 MAPK8IP3 MAPKAP1 MARCHF7 MAZ MCL1 MDK MDM2 MDM4 MECOM MECP2 MED1 MEF2C MEIS3 MERTK MET MGMT MICAL1 MIEN1 MIF MIR101-1 MIR106B MIR126 MIR132 MIR133A1 MIR138-1 MIR145 MIR15B MIR17 MIR17HG MIR181C MIR182 MIR195 MIR199A1 MIR19A MIR19B1 MIR200B MIR20A MIR21 MIR210 MIR214 MIR22 MIR221 MIR222 MIR223 MIR24-1 MIR29B1 MIR30B MIR30E MIR361 MIR485 MIR495 MIR590 MIR92A1 MIRLET7B MIRLET7F1 MITF MLST8 MMP9 MNAT1 MNT MPO MPV17L MRE11 MSH2 MSX1 MSX2 MT3 MTDH MTNR1B MTOR MUC1 MUTYH MYC MYDGF MYO18A MYOCD NAA15 NAA16 NAA35 NAA38 NAIP NANOS3 NAT8B NCKAP1L NDNF NDUFA13 NDUFAF4 NDUFS3 NEFL NES NEUROD1 NFATC4 NFE2L2 NFKB1 NGF NIBAN2 NKX2-5 NKX2-6 NKX3-2 NME2 NME5 NMNAT1 NNT NOC2L NOD2 NOG NOL3 NONO NOS3 NOTCH1 NOTCH2 NPC1 NPM1 NPPC NPY5R NQO1 NR1H4 NR2E1 NR4A2 NRBP2 NRP1 NTF3 NTF4 NTRK1 NTRK2 NTSR1 NUAK2 NUGGC NUP62 NUPR1 OGG1 OPA1 OPN3 ORMDL3 OSR1 OXR1 PA2G4 PAGE4 PAK2 PAK4 PAK5 PALB2 PARK7 PARL PAX2 PAX7 PAX8 PCDHGC3 PCDHGC4 PCDHGC5 PCGF2 PCID2 PDCD1 PDCD10 PDCD4 PDE3A PDK4 PDPK1 PDPN PDX1 PEA15 PELI1 PELI3 PEPD PF4 PHB2 PHIP PIAS1 PIDD1 PIH1D1 PIK3CA PIK3CB PIK3CG PIK3R1 PIK3R3 PIM1 PIM2 PIM3 PINK1 PIP PKHD1 PLA2G3 PLAC8 PLAUR PLCG2 PLK1 PLK2 PLK3 PLXND1 POU3F3 POU3F4 POU4F1 PPARA PPARGC1A PPIA PPIF PPP1R10 PPT1 PRAME PRAMEF1 PRAMEF10 PRAMEF11 PRAMEF12 PRAMEF14 PRAMEF15 PRAMEF17 PRAMEF19 PRAMEF2 PRAMEF20 PRAMEF22 PRAMEF25 PRAMEF27 PRAMEF33 PRAMEF4 PRAMEF5 PRAMEF6 PRAMEF7 PRAMEF8 PRAMEF9 PRAP1 PRDM9 PRDX2 PRDX3 PRDX5 PRELID1 PRKAA1 PRKAA2 PRKCA PRKCD PRKCG PRKCH PRKCI PRKCQ PRKCZ PRKDC PRKN PRLR PRNP PROC PROK2 PROP1 PRR5 PSEN1 PSEN2 PSMC5 PSMD10 PSME3 PSMG2 PTCRA PTGFR PTGS2 PTH PTK2 PTK2B PTMA PTMS PTPN1 PTPRZ1 PTRH2 PTTG1IP PYCR1 QARS1 RACK1 RAD21 RAF1 RAG1 RAMP2 RASA1 RB1 RB1CC1 RBCK1 RELA RETREG1 RFFL RGL2 RGN RHBDD1 RHOA RICTOR RIPK1 RNF144B RNF157 RNF31 RNF34 ROCK1 RPL10 RPS3A RPS6 RPS6KA1 RPS6KA3 RPS6KB1 RRM2B RRN3 RTKN2 RXFP2 SCG2 SCRT2 SCX SELENOS SEMA3E SEMA4D SEMA5A SERPINB13 SERPINB2 SERPINB9 SERPINE1 SET SETX SFN SFRP1 SFRP2 SGK3 SH3RF1 SH3RF2 SHC1 SHH SIAH2 SIN3A SIRT1 SIRT4 SIRT5 SIX1 SIX4 SLC1A1 SLC25A27 SLC25A31 SLC25A4 SLC25A5 SLC25A6 SLC35F6 SLC39A10 SLC40A1 SLC46A2 SLC7A11 SLC7A5 SLC9A1 SMAD3 SMAD5 SMAD6 SMG9 SMO SNAI1 SNAI2 SNCA SNCB SNX6 SOCS2 SOCS3 SOD1 SOD2 SON SOX10 SOX8 SOX9 SPHK1 SPRY2 SRC SRSF6 ST3GAL1 ST6GAL1 STAMBP STAT5B STIL STK40 STRADB STXBP1 SUPV3L1 SYCP2 SYCP2L SYNE1 SYNGAP1 SYVN1 TAF9 TAF9B TAX1BP1 TBX1 TBX3 TCF7L2 TCIM TCL1A TDGF1 TEK TENT5B TERT TEX11 TFAP2A TFAP2B TFAP2D TFRC TGFB3 TGFBR1 THAP11 THBS1 THOC6 TIGAR TIMP1 TJP1 TLE1 TM7SF3 TMBIM1 TMBIM4 TMBIM6 TMEM109 TMEM14A TMEM161A TMEM215 TMF1 TMIGD1 TNF TNFAIP3 TNFAIP8 TNFRSF10D TNFRSF18 TNFRSF6B TNFSF18 TNIP2 TOX3 TP53 TPT1 TRAF2 TRAP1 TREM2 TRIAP1 TRIM32 TSC22D1 TSC22D3 TSLP TWIST1 TWIST2 TXNDC12 TXNDC5 TYRO3 UBE2B UBE2Z UCN UCP2 UFL1 UFM1 UNC5B UNG URI1 USP47 VDAC1 VDAC2 VEGFA VHL VIP VPS54 VSTM2L VTCN1 WDR73 WFS1 WNK3 WNT1 WNT16 WNT4 WNT5A WNT7A WT1 XBP1 XIAP XPNPEP1 XRCC2 YAP1 YBX3 YME1L1 YWHAZ ZC3H12A ZC3HC1 ZFAND6 ZMYND11 ZNF16 ZNF268 ZNF304 ZNF385A ZNF830 ZPR1 GOBP_NEGATIVE_REGULATION_OF_PROGRAMMED_NECROTIC_CELL_DEATH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_PROGRAMMED_NECROTIC_CELL_DEATH ADPRS ARHGEF2 BIRC2 BIRC3 BOK CASP8 CAV1 FADD FZD9 MIR101-1 MIR214 MIR22 MIR221 MIR223 MIR485 MUTYH NUPR1 PELI1 RBCK1 RIPK1 RNF31 SLC25A4 YBX3 GOBP_NEGATIVE_REGULATION_OF_PROSTAGLANDIN_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_PROSTAGLANDIN_BIOSYNTHETIC_PROCESS MIR132 MIR204 MIR766 PIBF1 SIRT1 GOBP_NEGATIVE_REGULATION_OF_PROTEASOMAL_PROTEIN_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_PROTEASOMAL_PROTEIN_CATABOLIC_PROCESS ALAD AQP11 BAG5 BAG6 CAMLG CCAR2 DDRGK1 EIF3H F8A1 F8A2 F8A3 FHIT GABARAPL2 GIPC1 HFE HSP90AB1 KLHL40 LAMP3 MAP1A MARCHF7 MTM1 N4BP1 NOP53 OGT OPHN1 PANO1 PARK7 PBK PHF20L1 PRKCG PSME3IP1 PSMF1 RPL11 RYBP SGTA SHH SMARCC1 STYX SVIP TAF9 TLK2 TRIM39 TTC36 UBXN1 UCHL5 USP14 USP25 USP26 USP38 USP7 USP9X WAC GOBP_NEGATIVE_REGULATION_OF_PROTEASOMAL_UBIQUITIN_DEPENDENT_PROTEIN_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_PROTEASOMAL_UBIQUITIN_DEPENDENT_PROTEIN_CATABOLIC_PROCESS BAG5 BAG6 CAMLG CCAR2 DDRGK1 EIF3H FHIT GIPC1 HFE HSP90AB1 KLHL40 MAP1A MTM1 N4BP1 NOP53 OGT PANO1 PARK7 PBK PHF20L1 RPL11 RYBP SGTA SHH SMARCC1 STYX SVIP TAF9 TLK2 TRIM39 TTC36 UBXN1 UCHL5 USP14 USP26 USP38 USP7 USP9X WAC GOBP_NEGATIVE_REGULATION_OF_PROTEIN_ACETYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_PROTEIN_ACETYLATION BRCA1 GSK3B HDAC2 HDAC6 HINT2 KLF15 MAGEA2 MAGEA2B PARK7 SET SIRT1 GOBP_NEGATIVE_REGULATION_OF_PROTEIN_AUTOPHOSPHORYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_PROTEIN_AUTOPHOSPHORYLATION ADIPOQ CAV1 CHP1 ENG ENPP1 ERRFI1 IMPACT MVP NLRP12 PTPRC TESK1 GOBP_NEGATIVE_REGULATION_OF_PROTEIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_PROTEIN_BINDING ACTB ADAM15 ADIPOQ ADRB2 ADRB3 AKT1 ARRB2 ATP2A2 ATP2A3 AURKA AURKB B2M BAG2 BAX CAMK1 CARD16 CARD18 CAV1 CDKN1A CFHR1 CFHR2 CFHR5 CRMP1 CSNK1E CTNNBIP1 DAB2 DACT1 DDX11 DISC1 DKK1 DNAJB2 DVL1 EFHB GNL3L GOLGA2 GSK3B GTF2F1 HFE IFIT1 IFIT2 IL10 ITGA4 ITGB1BP1 KDM1A LRPAP1 LRRK2 MAP2 MAPK8 MIR148A MIR27B MITD1 NES NOG PARK7 PCSK9 PDGFB PEX14 PIN1 PPP1CA PRKCD PSME3IP1 PTPRF RACK1 RALB ROCK1 SLPI SORL1 STYX SYMPK TFIP11 TLE5 TMBIM6 TMC8 TTBK1 TTBK2 USP33 XIRP1 ZFPM1 GOBP_NEGATIVE_REGULATION_OF_PROTEIN_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_PROTEIN_CATABOLIC_PROCESS ADGRB1 AGAP2 ALAD ANXA2 AQP11 ATP13A2 ATRAID AZIN1 AZIN2 BAG5 BAG6 BANP CAMLG CCAR2 CDK5RAP3 CST3 CTSA CYP51A1 DAB2IP DDRGK1 DEDD EGFR EIF3H F8A1 F8A2 F8A3 FHIT FLNA FMN2 FURIN FYN GABARAPL2 GIPC1 GRIN2A GRIN2C HFE HMGCR HSP90AB1 IL10 INS IRAK3 KLHL40 LAMP3 LAPTM4B LRIG2 MAD2L1 MAD2L2 MAP1A MARCHF7 MDM4 MGAT3 MTM1 MYCBP2 N4BP1 NELL1 NOP53 NOS2 NQO1 OGT OPHN1 PANO1 PARK7 PBK PHB1 PHF20L1 PIN1 PRKCG PSME3IP1 PSMF1 PTPN3 RELA RGP1 RIC1 RILP ROCK1 RPL11 RYBP SERPINB12 SERPINE2 SF3B3 SGTA SHH SIRT2 SMAD3 SMAD4 SMARCC1 SNCA SNRNP70 SNX12 SNX3 STYX SVIP TAF9 TIMP1 TIMP2 TIMP3 TIMP4 TLK2 TMEM132A TRIM39 TRIM40 TTC36 UBXN1 UCHL5 USP14 USP25 USP26 USP38 USP7 USP8 USP9X VPS35 WAC GOBP_NEGATIVE_REGULATION_OF_PROTEIN_CATABOLIC_PROCESS_IN_THE_VACUOLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_PROTEIN_CATABOLIC_PROCESS_IN_THE_VACUOLE ATP13A2 LAPTM4B MGAT3 USP8 VPS35 GOBP_NEGATIVE_REGULATION_OF_PROTEIN_CONTAINING_COMPLEX_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_PROTEIN_CONTAINING_COMPLEX_ASSEMBLY ADD1 ADD2 ADD3 AIDA AKAIN1 ANKRD27 ARFGEF1 ARHGEF7 AVIL BBS4 BIRC2 CAPG CAPZA1 CAPZA2 CAPZA3 CAPZB CARD8 CARMIL1 CARMIL2 CDC42 CDH5 CLDN7 CLIP3 CLU CPTP CRACD CRBN CRYAB CSNK1A1 CTNNBIP1 CYRIB DACT1 DDX3X DKK1 DMTN DNAJC15 DYRK1A EML2 EP300 EPS8 FBXL2 FHOD3 FKBP4 FLII GBA1 GSK3B GSN HDAC6 HIP1R HMGB1 HSF1 HSPA5 HSPA8 IAPP IRGM ISL1 JAM3 JMJD6 KANK1 KANK2 KANK3 KANK4 KIF14 LCMT1 LMO4 LMOD1 LMOD2 LMOD3 MAP2 MAPRE1 MEFV MIR17 MIR214 MKKS MTPN MYADM NLRC3 NLRP2B NOP53 OPRD1 PARK7 PEX5 PFN1 PFN2 PFN4 PRKCD PRKCZ PRRT2 PTGER4 PYDC1 PYDC2 PYDC5 RAF1 RDX RIOK3 RPL13A SCIN SIRT2 SLIT2 SNCA SORL1 SOST SOX9 SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 SRC SSH1 SSH2 SSH3 STMN1 STMN2 STXBP1 SVIL SVIP TBCD TFIP11 THRA TMC8 TMOD1 TMOD2 TMOD3 TMOD4 TMSB10 TMSB15A TMSB15B TMSB15C TMSB4X TMSB4Y TRAF3IP1 TREM2 TRIM11 TRIM31 TRIOBP TUBB4A TWF1 TWF2 ULK1 VDAC2 VIL1 VILL VPS35 WASHC2C ZDHHC12 ZNF827 GOBP_NEGATIVE_REGULATION_OF_PROTEIN_CONTAINING_COMPLEX_DISASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_PROTEIN_CONTAINING_COMPLEX_DISASSEMBLY ADD1 ADD2 ADD3 APC APC2 ARHGEF2 ATXN7 AVIL BMERB1 CAMSAP2 CAPG CAPZA1 CAPZA2 CAPZA3 CAPZB CARMIL1 CARMIL2 CIB1 CKAP2 CLASP1 CLASP2 CLEC16A CRACD DMTN EPS8 FGF13 FLII GSN HDAC6 HDGFL3 IRAK3 KATNB1 LIMA1 LMOD1 LMOD2 LMOD3 MAP1B MAP6D1 MID1 MID1IP1 MTPN NAV3 PHF23 PIK3CA PLEKHH2 RDX RUBCN SCAF4 SCAF8 SCIN SLN SPEF1 SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 STMN2 SVIL SWAP70 TAOK1 TMEM39A TMOD1 TMOD2 TMOD3 TMOD4 TNF TPX2 TRIM54 TRIOBP TTBK2 TWF1 TWF2 UBQLN4 VIL1 VILL WASHC2C WDR47 GOBP_NEGATIVE_REGULATION_OF_PROTEIN_DEPHOSPHORYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_PROTEIN_DEPHOSPHORYLATION ARPP19 BOD1 CRY2 ENSA FKBP1A FKBP1B GSK3B IKBKB LGALS3 MASTL MFHAS1 MGAT5 NCKAP1L PPP1R14D PPP1R15A PPP1R16B PPP1R1B PPP1R8 PPP4R4 PTPA ROCK1 ROCK2 STYXL1 SWAP70 TIPRL TNF YWHAB YWHAE GOBP_NEGATIVE_REGULATION_OF_PROTEIN_EXIT_FROM_ENDOPLASMIC_RETICULUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_PROTEIN_EXIT_FROM_ENDOPLASMIC_RETICULUM DERL2 DERL3 ERLEC1 INSIG1 OS9 SVIP UBAC2 UBE2G2 UBE2J1 YOD1 GOBP_NEGATIVE_REGULATION_OF_PROTEIN_EXPORT_FROM_NUCLEUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_PROTEIN_EXPORT_FROM_NUCLEUS BARD1 CDK5 PARK7 RANGAP1 SP100 TXN GOBP_NEGATIVE_REGULATION_OF_PROTEIN_IMPORT_INTO_NUCLEUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_PROTEIN_IMPORT_INTO_NUCLEUS ANGPT1 APOD CABP1 CD36 CHP1 FERMT1 MDFIC NF1 PKIA PKIG RAB23 SIRT6 SUFU SUMO1 UFM1 GOBP_NEGATIVE_REGULATION_OF_PROTEIN_K63_LINKED_UBIQUITINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_PROTEIN_K63_LINKED_UBIQUITINATION CEP63 GPS2 MIR138-1 PARP10 PLAA GOBP_NEGATIVE_REGULATION_OF_PROTEIN_KINASE_ACTIVITY_BY_REGULATION_OF_PROTEIN_PHOSPHORYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_PROTEIN_KINASE_ACTIVITY_BY_REGULATION_OF_PROTEIN_PHOSPHORYLATION ADAR ADARB1 CDK5RAP3 CORO1C NPM1 PPM1F GOBP_NEGATIVE_REGULATION_OF_PROTEIN_LOCALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_PROTEIN_LOCALIZATION ABCC8 ABHD17A ABHD17B ABHD17C ABI3 ACTN2 ACVR1C ADIPOQ ADRA2A ADTRP AKT1 ANGPT1 ANKRD13A AP2M1 APOD APOE ARF6 ASTN2 BAG4 BARD1 BCL2L1 BMP8A BTF3 C11orf65 CABP1 CAV3 CCN3 CD200 CD36 CDK5 CDK9 CHGA CHP1 CLDN18 CLTC COMMD1 CORO2B CSK CTNNA1 CYP51A1 DAB2 DCLK1 DCLK2 DERL2 DERL3 DMTN DNAJA1 DPH3 DRD2 DRD3 DRD4 ENY2 ERLEC1 ERP29 F2R F2RL1 FAM3D FBXO4 FERMT1 FFAR2 FKBP1B FLCN FOXO1 FRMD4A FZD9 GBP1 GDI1 GDI2 GHRL GHSR GNAZ GOPC GPM6B GRIPAP1 GSK3B HADH HECTD1 HMGCR IL12A IL12B IL1B ILRUN INHBB INPP5E INPP5K INS INSIG1 IRS1 ITGB1BP1 JAGN1 KCNB1 KCNE1 KCNJ11 KLF7 LATS1 LATS2 LEPROT LILRB4 LMAN1 LNCPRESS1 LRRC15 LRRK2 LYPD1 LYPLA1 LZTFL1 LZTS2 MACROH2A1 MAGED1 MAP1A MAPT MARK3 MDFIC MFHAS1 MIDN MIR128-1 MIR146A MIR148A MIR199A1 MIR19A MIR19B1 MIR29B1 MIR30C1 MIR766 MIR93 MRAP MRAP2 MTNR1B MTOR NDFIP1 NDFIP2 NDUFAF2 NEDD4L NEO1 NF1 NR1H3 NSFL1C NUMB OPRM1 OS9 OTUD7B PARK7 PDE8B PFKL PIAS4 PICALM PID1 PIM3 PKDCC PKIA PKIG POLR1A PPFIA1 PPM1F PPP2R5A PPP3CA PRKN PSMD9 PTPN11 RAB11FIP1 RAB11FIP3 RAB11FIP5 RAB23 RANGAP1 REST RHBDF1 RHBDF2 RHOQ RIPOR2 RNF4 ROCK2 RSAD2 RSC1A1 SAPCD2 SERGEF SFRP1 SIAH3 SIN3A SIRT4 SIRT6 SNX12 SNX3 SNX33 SP100 SPI1 SREBF1 SUFU SUMO1 SVIP SYT4 SYTL4 TAX1BP3 TERF1 TGFB1 TMBIM1 TMED2 TMEM59 TMEM98 TP53INP2 TRIM29 TRIM40 TTBK2 TXN UBAC2 UBE2G2 UBE2J1 UBXN2B UCP2 UFM1 USP17L2 VCP VPS35 VSNL1 WNK1 WNK3 WNK4 WWP2 YOD1 YWHAZ GOBP_NEGATIVE_REGULATION_OF_PROTEIN_LOCALIZATION_TO_CELL_PERIPHERY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_PROTEIN_LOCALIZATION_TO_CELL_PERIPHERY ABI3 AP2M1 BCL2L1 CLTC CSK DAB2 GBP1 HECTD1 LRRC15 LYPD1 LYPLA1 LZTFL1 MRAP MRAP2 NUMB PICALM PID1 PKDCC PPFIA1 PPP2R5A RHOQ RSC1A1 SAPCD2 TGFB1 TMBIM1 TMED2 TMEM59 WNK1 WNK3 WNK4 GOBP_NEGATIVE_REGULATION_OF_PROTEIN_LOCALIZATION_TO_CELL_SURFACE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_PROTEIN_LOCALIZATION_TO_CELL_SURFACE ACTN2 ARF6 ASTN2 CAV3 COMMD1 GOPC GPM6B LEPROT NEDD4L PICALM SNX33 TAX1BP3 GOBP_NEGATIVE_REGULATION_OF_PROTEIN_LOCALIZATION_TO_CHROMATIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_PROTEIN_LOCALIZATION_TO_CHROMATIN CDK9 LNCPRESS1 PIAS4 RNF4 SIRT6 SPI1 VCP GOBP_NEGATIVE_REGULATION_OF_PROTEIN_LOCALIZATION_TO_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_PROTEIN_LOCALIZATION_TO_MEMBRANE ABI3 AP2M1 BCL2L1 CLTC CSK DAB2 DMTN FZD9 GBP1 GDI1 GRIPAP1 HECTD1 INPP5K ITGB1BP1 KCNE1 LRRC15 LYPD1 LYPLA1 LZTFL1 MRAP MRAP2 NUMB PICALM PID1 PKDCC PPFIA1 PPP2R5A RHOQ RSC1A1 TGFB1 TMBIM1 TMED2 TMEM59 USP17L2 WNK1 WNK3 WNK4 GOBP_NEGATIVE_REGULATION_OF_PROTEIN_LOCALIZATION_TO_MICROTUBULE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_PROTEIN_LOCALIZATION_TO_MICROTUBULE ABHD17A ABHD17B ABHD17C MAP1A TTBK2 GOBP_NEGATIVE_REGULATION_OF_PROTEIN_LOCALIZATION_TO_NUCLEUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_PROTEIN_LOCALIZATION_TO_NUCLEUS ANGPT1 APOD CABP1 CD36 CHP1 CLDN18 CTNNA1 DCLK1 DCLK2 FBXO4 FERMT1 FLCN GSK3B ILRUN LATS1 LATS2 LILRB4 LZTS2 MAGED1 MARK3 MDFIC MFHAS1 MTOR NF1 OTUD7B PKIA PKIG POLR1A RAB23 SIN3A SIRT6 SUFU SUMO1 TMEM98 TRIM29 TRIM40 UFM1 YWHAZ GOBP_NEGATIVE_REGULATION_OF_PROTEIN_MATURATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_PROTEIN_MATURATION ACP4 BCL2L12 CARD16 CARD18 CARD8 CAST CHAC1 CPB2 CST7 CTSZ GAS1 GLG1 IL1R2 LRRK2 MAGEA3 MDM2 NLRP7 NOL3 PLAT PLAU PRNP SERPINE1 SERPINE2 SERPINF2 SIRT4 SNX12 THBS1 TMEM98 USP17L2 XIAP GOBP_NEGATIVE_REGULATION_OF_PROTEIN_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_PROTEIN_METABOLIC_PROCESS AATF ABCA7 ABL1 ACOT8 ACP4 ADAR ADARB1 ADGRB1 ADIPOQ ADNP AGAP2 AGO1 AGO2 AGO3 AGO4 AGT AHSG AIDA AJUBA AKT1 AKT1S1 ALAD ANG ANGPT1 ANXA2 ANXA8 ANXA8L1 APC APCS APOD APOE AQP1 AQP11 ARL6IP1 ARPP19 ARRB1 ARRB2 ATF4 ATG14 ATG5 ATP13A2 ATP2B4 ATRAID AVP AXIN1 AZIN1 AZIN2 BACE2 BAG2 BAG5 BAG6 BAK1 BANK1 BANP BAX BCL2L12 BDKRB1 BDKRB2 BEX1 BEX2 BEX3 BEX4 BIN1 BMP2 BOD1 BRCA1 BTG2 C8orf88 C9orf72 CAAP1 CACTIN CADM1 CADM4 CALM1 CALM2 CALM3 CALR CAMK2N1 CAMK2N2 CAMLG CAPN3 CAPRIN1 CAPRIN2 CARD16 CARD18 CARD8 CAST CAV1 CAV3 CBL CBLB CBLC CCAR2 CD109 CD300A CD44 CD84 CDK5 CDK5RAP1 CDK5RAP3 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2D CDYL CEACAM1 CEBPA CELF1 CELF4 CEP43 CEP63 CEP85 CHAC1 CHMP6 CHP1 CHRNA7 CIB1 CIRBP CLN3 CLN8 CLU CNKSR3 CNOT1 CNOT10 CNOT11 CNOT2 CNOT3 CNOT4 CNOT6 CNOT6L CNOT7 CNOT8 CNOT9 COPS9 CORO1C CPB2 CPEB1 CPEB2 CPEB3 CPEB4 CR1 CRB2 CRKL CRTAP CRY1 CRY2 CRYAB CSDE1 CSN2 CSNK2A1 CSNK2A2 CST1 CST2 CST3 CST4 CST5 CST7 CSTA CSTB CTDSP1 CTDSP2 CTDSPL CTNNB1 CTSA CTSZ CYP51A1 DAB2IP DAPK1 DAPK3 DAPL1 DBI DBNDD1 DBNDD2 DCP1A DCP1B DCP2 DCPS DCUN1D3 DDRGK1 DDX3X DDX6 DEDD DEFB114 DEPTOR DGKQ DHCR24 DHFR DHFRP1 DHX36 DHX9 DIS3 DIS3L2 DKK1 DMD DMTN DNAJA1 DNAJB6 DNAJC1 DNAJC10 DNAJC3 DND1 DPEP1 DRD2 DTNBP1 DTX3L DUSP1 DUSP10 DUSP16 DUSP19 DUSP22 DUSP3 DUSP6 DUSP7 DVL1 ECM1 EDN1 EDNRB EFNA1 EGFR EIF2AK1 EIF2AK2 EIF2AK3 EIF2AK4 EIF2S1 EIF3E EIF3H EIF4A3 EIF4E EIF4E2 EIF4EBP1 EIF4EBP2 EIF4EBP3 EIF4ENIF1 EIF4G1 EIF6 ENC1 ENG ENPP1 ENSA EPHA1 EPHA4 EPHB2 EPPIN EPRS1 ERRFI1 EXOSC2 EXOSC3 EXOSC5 EXOSC7 EXOSC8 EXOSC9 F2 F8A1 F8A2 F8A3 FABP1 FBLN1 FBXO5 FETUB FHIT FKBP1A FKBP1B FKBP8 FLCN FLNA FLOT2 FMN2 FMR1 FNIP1 FRY FSCB FTO FURIN FXR1 FXR2 FXYD1 FYN G6PD GABARAPL2 GADD45A GAPDH GAS1 GAS6 GBA1 GCLC GGA3 GGNBP2 GIGYF2 GIPC1 GLG1 GNAQ GNL3L GPD1L GPRC5A GPS2 GPX1 GRB7 GRIN2A GRIN2C GSK3B GSKIP GSTP1 GTPBP4 GZMB HAP1 HBEGF HDAC2 HDAC6 HDAC8 HEG1 HEXIM1 HEXIM2 HFE HGF HHATL HHEX HINT2 HIPK2 HIPK3 HMG20A HMG20B HMGCR HNRNPD HNRNPR HNRNPU HRG HSP90AB1 HSPA1A HSPA1B HSPB1 HYAL2 IAPP IBTK IFI16 IFI6 IFNG IFRD2 IGBP1 IGF1 IGF2BP1 IGF2BP2 IGF2BP3 IGFBP3 IGFBP5 IKBKB IL10 IL1B IL1R2 IL2 ILF3 IMPACT INCA1 INHBB INPP5E INPP5F INPP5J INPP5K INS INSM1 IPO5 IPO7 IRAK3 ISG15 ITGAV ITGB1BP1 ITGB3 ITM2A ITM2B ITM2C IVNS1ABP JAK3 KHSRP KIRREL1 KIRREL2 KLF15 KLF4 KLHL31 KLHL40 KNG1 LAMP3 LAMTOR5 LAPTM4B LARP1 LATS1 LATS2 LAX1 LDLR LGALS3 LILRB2 LILRB4 LIMD1 LIMK1 LIN28A LRIG2 LRP1 LRP5 LRP6 LRRK1 LRRK2 LSM1 LSM14A LTF LYN MACROH2A1 MAD2L1 MAD2L2 MAGEA2 MAGEA2B MAGEA3 MALSU1 MAP1A MAP2K5 MAPK8IP1 MAPT MARCHF6-DT MARCHF7 MAS1 MASTL MDM2 MDM4 MEN1 METTL14 METTL16 METTL3 MEX3D MFHAS1 MGAT3 MGAT4D MGAT5 MICAL1 MIF MINAR1 MIR1-1 MIR100 MIR101-1 MIR103A1 MIR103B1 MIR106A MIR106B MIR107 MIR10B MIR125A MIR125B1 MIR126 MIR1271 MIR128-1 MIR130A MIR132 MIR133A1 MIR133B MIR134 MIR135B MIR137 MIR138-1 MIR140 MIR144 MIR145 MIR146A MIR147A MIR148A MIR148B MIR149 MIR151A MIR152 MIR153-1 MIR15A MIR15B MIR16-1 MIR17 MIR181A2 MIR181B1 MIR181C MIR181D MIR182 MIR185 MIR186 MIR18A MIR190B MIR191 MIR192 MIR195 MIR199A1 MIR19B1 MIR200B MIR200C MIR204 MIR205 MIR206 MIR208A MIR20A MIR21 MIR210 MIR212 MIR214 MIR218-1 MIR219A1 MIR221 MIR222 MIR223 MIR23A MIR24-1 MIR26B MIR27A MIR27B MIR28 MIR298 MIR299 MIR29A MIR29B1 MIR29C MIR302A MIR302C MIR30B MIR31 MIR323A MIR326 MIR339 MIR342 MIR345 MIR346 MIR34A MIR361 MIR365A MIR373 MIR378A MIR379 MIR423 MIR4286 MIR448 MIR455 MIR483 MIR485 MIR486-1 MIR491 MIR495 MIR497 MIR499A MIR503 MIR517A MIR517C MIR518B MIR520B MIR520C MIR520E MIR543 MIR562 MIR564 MIR590 MIR608 MIR6086 MIR625 MIR644A MIR655 MIR659 MIR663A MIR665 MIR711 MIR877 MIR885 MIR892B MIR9-1 MIR92A1 MIR93 MIR939 MIR96 MIR98 MIRLET7A1 MIRLET7B MIRLET7E MIRLET7I MLH1 MLXIPL MMP9 MOV10 MRPL13 MTM1 MVP MYADM MYCBP2 MYOCD N4BP1 NAIP NANOS1 NANOS2 NANOS3 NCK1 NCK2 NCKAP1L NCL NCOA7 NELL1 NF1 NF2 NFKB1 NHLRC1 NHLRC3 NIBAN1 NLRP12 NLRP2B NLRP7 NMNAT2 NNT NOCT NOL3 NOP53 NOS2 NPM1 NPPA NQO1 NR1H2 NR1H3 NR2F2 NT5C3B NTF3 NTRK2 NTRK3 NXN OCLN OGT OPHN1 OXR1 P3H1 PABPC1 PABPN1L PAIP1 PAIP2 PAIP2B PAK2 PAN2 PAN3 PANO1 PAQR3 PARD3 PARD6A PARK7 PARN PARP10 PARP14 PARP16 PATL1 PATL2 PAX2 PAX6 PBK PCID2 PCIF1 PDCD4 PDCL3 PDE12 PDE4D PDPK1 PER2 PFDN1 PFDN2 PFDN4 PFDN5 PFDN6 PHB1 PHF20L1 PIAS3 PIBF1 PICALM PID1 PIH1D1 PIK3CB PIN1 PINX1 PIP5KL1 PKIA PKIB PKIG PKN1 PLAA PLAT PLAU PLAUR PLEKHN1 PLK1 PLPP3 PML PNLDC1 PNPT1 POLR2G PPARG PPEF2 PPIA PPM1E PPM1F PPP1R14D PPP1R15A PPP1R15B PPP1R16B PPP1R1B PPP1R8 PPP2CA PPP2R1A PPP2R5D PPP4R4 PRG3 PRKAA1 PRKAA2 PRKAG2 PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCD PRKCE PRKCG PRKCZ PRKDC PRKN PRKRIP1 PRMT3 PRMT6 PRNP PRR5L PSEN1 PSME3IP1 PSMF1 PTEN PTK6 PTPA PTPN1 PTPN13 PTPN2 PTPN22 PTPN3 PTPN6 PTPRB PTPRC PTPRJ PTPRO PTPRQ PTPRT PTX3 PUM1 PUM2 PURA PUS7 PWP1 PYCARD PYDC1 QARS1 QRICH2 RABGEF1 RACK1 RAF1 RARA RASIP1 RASSF2 RB1 RBM24 RBM4 RC3H1 RC3H2 RECK RELA RFFL RGN RGP1 RGS14 RGS2 RIC1 RIDA RILP RNF139 RNF34 ROCK1 ROCK2 RPL11 RPL13A RPL23 RPL5 RPS3 RPS6KA1 RPS6KA3 RPS7 RTN1 RTN2 RTN3 RTN4 RTRAF RYBP SAMD4A SAMD4B SAMSN1 SEMA4D SENP2 SERBP1 SERPINA1 SERPINA10 SERPINA11 SERPINA12 SERPINA2 SERPINA3 SERPINA4 SERPINA5 SERPINA6 SERPINA7 SERPINA9 SERPINB1 SERPINB10 SERPINB11 SERPINB12 SERPINB13 SERPINB2 SERPINB3 SERPINB4 SERPINB5 SERPINB6 SERPINB7 SERPINB8 SERPINB9 SERPIND1 SERPINE1 SERPINE2 SERPINE3 SERPINF1 SERPINF2 SERPING1 SERPINH1 SERPINI1 SERPINI2 SESN2 SET SF3B3 SFN SFRP1 SFRP2 SGTA SH3BP5 SH3BP5L SH3GL2 SH3RF1 SH3RF2 SHFL SHH SHMT1 SHMT2 SIAH2 SIRPA SIRT1 SIRT2 SIRT4 SIRT7 SLC2A10 SLC8A1 SLC8A3 SLIT2 SMAD3 SMAD4 SMAD7 SMARCC1 SMCR8 SMPD1 SNCA SNRNP70 SNTA1 SNX12 SNX3 SNX6 SOCS1 SOCS3 SOCS4 SOCS5 SORL1 SOX4 SPAG9 SPINK1 SPINK2 SPINK5 SPOCK1 SPOCK2 SPOCK3 SPON1 SPOPL SPRED1 SPRED2 SPRY1 SPRY2 SPRY3 SPRY4 SQSTM1 SRC SRCIN1 SRP9 STK38 STYX STYXL1 SUFU SVBP SVIP SWAP70 SYNCRIP TAF1 TAF7 TAF9 TARBP2 TARDBP TBC1D24 TENT4A TENT4B TERF2IP TESK1 TFAP4 TGFB1 THBS1 THY1 TIA1 TIMP1 TIMP2 TIMP3 TIMP4 TIPRL TLK2 TM4SF20 TMED2 TMEM132A TMEM98 TNF TNFAIP3 TNKS1BP1 TNRC6A TNRC6B TNRC6C TOB1 TP53 TPPP TPR TRAF3IP1 TREM2 TRIAP1 TRIB1 TRIB2 TRIB3 TRIM2 TRIM21 TRIM27 TRIM3 TRIM39 TRIM40 TRIM44 TRIM71 TSC1 TSC2 TSG101 TSPO TTC36 TUT4 TUT7 TYMS U2AF2 UBASH3B UBE2B UBXN1 UCHL1 UCHL5 UFL1 UNK UPF1 USP14 USP17L2 USP25 USP26 USP38 USP4 USP44 USP47 USP7 USP8 USP9X VBP1 VEGFA VPS25 VPS28 VPS35 VTN WAC WARS1 WFS1 WNK1 WNT1 WTIP WWTR1 XDH XIAP XRN1 YBX1 YTHDF1 YTHDF2 YTHDF3 YWHAB YWHAE YWHAG ZAR1 ZAR1L ZBED3 ZC3H12A ZC3H12D ZFP36 ZFP36L1 ZFP36L2 ZFYVE28 ZGPAT ZNF540 ZNF598 ZNF675 GOBP_NEGATIVE_REGULATION_OF_PROTEIN_MODIFICATION_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_PROTEIN_MODIFICATION_PROCESS ABL1 ACP4 ADAR ADARB1 ADGRB1 ADIPOQ ADNP AGT AIDA AKT1 AKT1S1 ANGPT1 APC APOE ARPP19 ARRB1 ARRB2 ATG14 ATG5 ATP2B4 BAG2 BAG5 BAK1 BAX BDKRB1 BDKRB2 BEX1 BEX2 BEX3 BEX4 BMP2 BOD1 BRCA1 C9orf72 CACTIN CADM1 CADM4 CALM1 CALM2 CALM3 CAMK2N1 CAMK2N2 CAMLG CAPN3 CAV1 CAV3 CBL CBLB CBLC CD109 CD300A CDK5 CDK5RAP1 CDK5RAP3 CDKN1A CDKN1B CDKN1C CDKN2A CDYL CEACAM1 CEBPA CEP43 CEP63 CEP85 CHMP6 CHP1 CHRNA7 CIB1 CNKSR3 COPS9 CORO1C CRKL CRTAP CRY1 CRY2 CTDSP1 CTDSP2 CTDSPL CTNNB1 DAB2IP DBI DBNDD1 DBNDD2 DCUN1D3 DEFB114 DEPTOR DGKQ DKK1 DMD DMTN DNAJA1 DNAJC10 DNAJC3 DRD2 DTNBP1 DTX3L DUSP1 DUSP10 DUSP16 DUSP19 DUSP22 DUSP3 DUSP6 DUSP7 DVL1 EIF4G1 ENG ENPP1 ENSA EPHA1 EPHB2 ERRFI1 FBLN1 FBXO5 FKBP1A FKBP1B FKBP8 FLCN FRY FSCB FXYD1 FYN G6PD GADD45A GBA1 GCLC GGNBP2 GNAQ GNL3L GPD1L GPRC5A GPS2 GSK3B GSKIP GSTP1 GTPBP4 HDAC2 HDAC6 HDAC8 HEG1 HEXIM1 HEXIM2 HGF HHATL HHEX HINT2 HIPK3 HMG20A HMG20B HSPA1A HSPA1B HSPB1 HYAL2 IBTK IFNG IGFBP3 IKBKB IL1B IL2 IMPACT INCA1 INPP5F INPP5J INPP5K INSM1 IPO5 IPO7 IRAK3 ISG15 ITGB1BP1 IVNS1ABP KIRREL1 KIRREL2 KLF15 KLHL31 KLHL40 LATS1 LATS2 LAX1 LGALS3 LILRB4 LIMK1 LRP5 LRP6 LRRK1 LRRK2 LYN MACROH2A1 MAD2L1 MAD2L2 MAGEA2 MAGEA2B MAPK8IP1 MAPT MARCHF6-DT MARCHF7 MAS1 MASTL MEN1 MFHAS1 MGAT4D MGAT5 MICAL1 MINAR1 MIR101-1 MIR103A1 MIR106B MIR132 MIR133A1 MIR137 MIR138-1 MIR146A MIR15A MIR182 MIR20A MIR212 MIR218-1 MIR219A1 MIR24-1 MIR27B MIR34A MIR483 MIR711 MIR92A1 MLXIPL MVP MYADM MYOCD N4BP1 NCK1 NCK2 NCKAP1L NCOA7 NF1 NF2 NIBAN1 NLRP12 NLRP2B NNT NPM1 NPPA NR2F2 NTF3 NTRK3 NXN OCLN OGT OXR1 P3H1 PAK2 PAQR3 PARD3 PARD6A PARK7 PARP10 PARP14 PAX6 PBK PDCD4 PDE4D PDPK1 PER2 PIAS3 PIBF1 PID1 PIK3CB PINX1 PIP5KL1 PKIA PKIB PKIG PKN1 PLAA PLK1 PLPP3 PPARG PPEF2 PPIA PPM1E PPM1F PPP1R14D PPP1R15A PPP1R15B PPP1R16B PPP1R1B PPP1R8 PPP2CA PPP2R1A PPP2R5D PPP4R4 PRKAA1 PRKAA2 PRKAG2 PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCD PRKCE PRKCG PRKCZ PRKDC PRKN PRKRIP1 PRMT3 PRNP PRR5L PSEN1 PTEN PTK6 PTPA PTPN1 PTPN13 PTPN2 PTPN22 PTPN6 PTPRB PTPRC PTPRJ PTPRO PTPRQ PTPRT PWP1 PYCARD PYDC1 QARS1 RABGEF1 RACK1 RASIP1 RASSF2 RB1 RELA RGN RGS14 RGS2 ROCK1 ROCK2 RPL11 RPL23 RPL5 RPS3 RPS7 RTRAF SAMSN1 SEMA4D SENP2 SERPINB3 SET SFN SFRP1 SFRP2 SH3BP5 SH3BP5L SH3GL2 SH3RF2 SIRPA SIRT1 SIRT2 SIRT7 SLC8A1 SLC8A3 SLIT2 SMAD7 SMCR8 SMPD1 SNCA SNTA1 SNX6 SOCS1 SOCS3 SOCS4 SOCS5 SORL1 SOX4 SPAG9 SPINK1 SPOPL SPRED1 SPRED2 SPRY1 SPRY2 SPRY3 SPRY4 SQSTM1 SRCIN1 STK38 STYXL1 SVBP SWAP70 TAF1 TAF7 TARBP2 TARDBP TBC1D24 TERF2IP TESK1 TFAP4 TGFB1 THY1 TIPRL TMED2 TNF TNFAIP3 TPPP TRAF3IP1 TRIB1 TRIB2 TRIB3 TRIM21 TRIM27 TRIM44 TSC2 TSG101 TSPO TTC36 U2AF2 UBASH3B UBE2B UBXN1 UCHL1 UFL1 USP4 USP44 VPS25 VPS28 WARS1 WNK1 WWTR1 XDH YWHAB YWHAE YWHAG ZBED3 ZC3H12A ZFYVE28 ZGPAT ZNF675 GOBP_NEGATIVE_REGULATION_OF_PROTEIN_POLYMERIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_PROTEIN_POLYMERIZATION ADD1 ADD2 ADD3 ARFGEF1 ARHGEF7 AVIL BBS4 CAPG CAPZA1 CAPZA2 CAPZA3 CAPZB CARMIL1 CARMIL2 CDH5 CLIP3 CRACD CYRIB DMTN DYRK1A EML2 EPS8 FHOD3 FKBP4 FLII GSN HIP1R KANK1 KANK2 KANK3 KANK4 LMOD1 LMOD2 LMOD3 MAP2 MAPRE1 MIR214 MKKS MTPN MYADM PFN1 PFN2 PFN4 PRKCD RDX SCIN SLIT2 SNCA SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 SSH1 SSH2 SSH3 STMN1 STMN2 SVIL TBCD TMOD1 TMOD2 TMOD3 TMOD4 TMSB10 TMSB15A TMSB15B TMSB15C TMSB4X TMSB4Y TRIOBP TUBB4A TWF1 TWF2 VDAC2 VIL1 VILL WASHC2C GOBP_NEGATIVE_REGULATION_OF_PROTEIN_POLYUBIQUITINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_PROTEIN_POLYUBIQUITINATION CEP63 GPS2 MIR138-1 PARP10 PLAA PPIA TRIM44 TTC36 GOBP_NEGATIVE_REGULATION_OF_PROTEIN_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_PROTEIN_SECRETION ABCC8 ACVR1C ADRA2A ADTRP APOE BMP8A CCN3 CD200 CHGA CYP51A1 DPH3 DRD2 DRD3 DRD4 ENY2 ERP29 F2R F2RL1 FAM3D FFAR2 FKBP1B FOXO1 FRMD4A GHRL GHSR GNAZ HADH HMGCR IL12A IL12B IL1B INHBB INS IRS1 JAGN1 KCNB1 KCNJ11 KLF7 MIDN MIR146A MIR199A1 MIR19A MIR19B1 MIR29B1 MIR30C1 MIR766 MIR93 MTNR1B NDUFAF2 NEO1 NR1H3 OPRM1 PDE8B PFKL PIM3 PPP3CA PRKN PSMD9 PTPN11 RAB11FIP1 RAB11FIP3 RAB11FIP5 REST RHBDF1 RHBDF2 RSAD2 SERGEF SFRP1 SIRT4 SREBF1 SYT4 SYTL4 UCP2 VSNL1 GOBP_NEGATIVE_REGULATION_OF_PROTEIN_SERINE_THREONINE_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_PROTEIN_SERINE_THREONINE_KINASE_ACTIVITY ABL1 ADIPOQ AGT AIDA AKT1 APC APOE BMP2 CAV3 CBLC CD300A CDK5RAP1 CDK5RAP3 CDKN1A CDKN1B CDKN1C CDKN2A CEBPA DAB2IP DEFB114 DNAJA1 DUSP1 DUSP10 DUSP16 DUSP19 DUSP7 GADD45A GBA1 GSTP1 HEG1 HEXIM1 HEXIM2 HHEX HIPK3 HYAL2 IL1B INCA1 INPP5K IPO5 IPO7 IRAK3 LATS1 LATS2 LAX1 LRP5 LRP6 LYN MACROH2A1 MAPK8IP1 MEN1 MIR103A1 MIR133A1 MIR15A MIR20A MIR218-1 MIR24-1 MIR34A MIR711 MIR92A1 MYOCD NF1 NPPA NR2F2 PAQR3 PDCD4 PIK3CB PKIA PKIB PKIG PLK1 PPARG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCD PTEN PTPN1 PTPN22 PTPRJ PYCARD RASIP1 RB1 RGS14 RGS2 SERPINB3 SIRT1 SLC8A1 SLC8A3 SMPD1 SORL1 SPRY1 SPRY2 SPRY3 SPRY4 STK38 TESK1 TFAP4 UCHL1 ZNF675 GOBP_NEGATIVE_REGULATION_OF_PROTEIN_SUMOYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_PROTEIN_SUMOYLATION CAPN3 CTNNB1 FSCB GNL3L HMG20A HMG20B MAGEA2 MAGEA2B PARK7 PIAS3 RELA GOBP_NEGATIVE_REGULATION_OF_PROTEIN_TARGETING_TO_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_PROTEIN_TARGETING_TO_MEMBRANE DMTN GDI1 INPP5K ITGB1BP1 KCNE1 USP17L2 GOBP_NEGATIVE_REGULATION_OF_PROTEIN_TARGETING_TO_MITOCHONDRION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_PROTEIN_TARGETING_TO_MITOCHONDRION BAG4 C11orf65 LMAN1 LRRK2 SIAH3 GOBP_NEGATIVE_REGULATION_OF_PROTEIN_TYROSINE_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_PROTEIN_TYROSINE_KINASE_ACTIVITY CAV1 CBL CBLB CBLC CHMP6 DUSP22 ERRFI1 GPRC5A HYAL2 LILRB4 MIR138-1 MVP PTK6 PTPRC SH3BP5 SH3BP5L SNX6 SOCS4 SOCS5 SRCIN1 TSG101 VPS25 ZFYVE28 ZGPAT GOBP_NEGATIVE_REGULATION_OF_PROTEIN_UBIQUITINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_PROTEIN_UBIQUITINATION ABL1 ADGRB1 AKT1 ARRB1 ARRB2 ATG5 BAG2 BAG5 BEX1 BEX2 BEX3 BEX4 CAMLG CAV1 CDK5 CEP63 CHP1 CRY1 DNAJA1 DTX3L FBXO5 FYN GCLC GNL3L GPS2 GTPBP4 HDAC8 HSPA1A HSPA1B ISG15 IVNS1ABP KLHL40 LIMK1 MAD2L1 MAD2L2 MARCHF6-DT MARCHF7 MINAR1 MIR101-1 MIR138-1 N4BP1 NXN OGT PARK7 PARP10 PER2 PINX1 PLAA PPIA PRKCE PRKCG PRMT3 RPL11 RPL23 RPL5 RPS3 RPS7 SENP2 SH3RF2 SIRT7 SMAD7 SOX4 SPOPL SPRY2 SQSTM1 SVBP TAF1 TNFAIP3 TRIM44 TSPO TTC36 U2AF2 UBXN1 UFL1 USP4 USP44 VPS28 WNK1 GOBP_NEGATIVE_REGULATION_OF_PROTEOLYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_PROTEOLYSIS ACP4 AHSG AKT1 ALAD ANXA8 ANXA8L1 AQP1 AQP11 ARL6IP1 AVP BAG5 BAG6 BCL2L12 BIN1 CAAP1 CAMLG CARD16 CARD18 CARD8 CAST CCAR2 CD44 CDK5 CDKN2D CHAC1 CLN3 CLN8 CPB2 CR1 CRB2 CSN2 CSNK2A1 CSNK2A2 CST1 CST2 CST3 CST4 CST5 CST7 CSTA CSTB CTSZ DDRGK1 DDX3X DHCR24 DNAJB6 DNAJC1 DPEP1 ECM1 EFNA1 EIF3H EPHA4 EPPIN F2 F8A1 F8A2 F8A3 FABP1 FETUB FHIT FNIP1 GABARAPL2 GAPDH GAS1 GAS6 GIPC1 GLG1 GPX1 HDAC6 HFE HGF HIPK2 HRG HSP90AB1 IFI16 IFI6 IGBP1 IL10 IL1R2 INS KLF4 KLHL40 KNG1 LAMP3 LAMTOR5 LRIG2 LRP1 LRRK2 LTF MAGEA3 MAP1A MAP2K5 MARCHF7 MDM2 MIR126 MIR152 MIR17 MIR195 MIR199A1 MIR19B1 MIR24-1 MIR29B1 MIR29C MIR339 MIR892B MIRLET7B MMP9 MTM1 N4BP1 NAIP NLRP7 NOL3 NOP53 NR1H2 NR1H3 OGT OPHN1 PAK2 PANO1 PARK7 PAX2 PBK PCID2 PDCL3 PHF20L1 PICALM PIH1D1 PLAT PLAU PLAUR PML PRKCG PRMT6 PRNP PSEN1 PSME3IP1 PSMF1 PTPN3 QRICH2 RAF1 RECK RFFL RNF34 ROCK1 RPL11 RPL23 RPL5 RPS6KA1 RPS6KA3 RPS7 RYBP SERPINA1 SERPINA10 SERPINA11 SERPINA12 SERPINA2 SERPINA3 SERPINA4 SERPINA5 SERPINA6 SERPINA7 SERPINA9 SERPINB1 SERPINB10 SERPINB11 SERPINB12 SERPINB13 SERPINB2 SERPINB3 SERPINB4 SERPINB5 SERPINB6 SERPINB7 SERPINB8 SERPINB9 SERPIND1 SERPINE1 SERPINE2 SERPINE3 SERPINF1 SERPINF2 SERPING1 SERPINH1 SERPINI1 SERPINI2 SFN SGTA SH3RF1 SHH SIAH2 SIRT4 SMARCC1 SNCA SNX12 SORL1 SPINK2 SPINK5 SPOCK1 SPOCK2 SPOCK3 SRC STYX SUFU SVIP TAF1 TAF9 THBS1 TIMP1 TIMP2 TIMP3 TIMP4 TLK2 TM4SF20 TMEM98 TNF TP53 TRIAP1 TRIM21 TRIM39 TTC36 UBXN1 UCHL5 USP14 USP17L2 USP25 USP26 USP38 USP47 USP7 USP9X VEGFA VTN WAC WNT1 XIAP GOBP_NEGATIVE_REGULATION_OF_PROTEOLYSIS_INVOLVED_IN_PROTEIN_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_PROTEOLYSIS_INVOLVED_IN_PROTEIN_CATABOLIC_PROCESS ALAD AQP11 BAG5 BAG6 CAMLG CCAR2 CSNK2A1 CSNK2A2 DDRGK1 EFNA1 EIF3H EPHA4 F8A1 F8A2 F8A3 FHIT GABARAPL2 GIPC1 HFE HIPK2 HSP90AB1 KLHL40 LAMP3 MAP1A MARCHF7 MTM1 N4BP1 NOP53 OGT OPHN1 PANO1 PARK7 PBK PDCL3 PHF20L1 PML PRKCG PRMT6 PSEN1 PSME3IP1 PSMF1 QRICH2 RPL11 RPL23 RPL5 RPS7 RYBP SGTA SHH SMARCC1 STYX SUFU SVIP TAF1 TAF9 TLK2 TRIM39 TTC36 UBXN1 UCHL5 USP14 USP25 USP26 USP38 USP7 USP9X WAC WNT1 GOBP_NEGATIVE_REGULATION_OF_REACTIVE_OXYGEN_SPECIES_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_REACTIVE_OXYGEN_SPECIES_BIOSYNTHETIC_PROCESS ABCB7 ABCD1 ABCD2 ADCY10 CFLAR COA8 CTNS FYN INS MIR181A2 MIR21 MIR590 MPV17L PAGE4 PARK7 PPARA RHOA SLC18A2 TRAP1 GOBP_NEGATIVE_REGULATION_OF_REACTIVE_OXYGEN_SPECIES_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_REACTIVE_OXYGEN_SPECIES_METABOLIC_PROCESS AATF ABCB7 ABCD1 ABCD2 ACP5 ADCY10 ATG5 BCL2 BCR BECN1 BNIP3 BRCA1 CFLAR COA8 CRYAB CTNS FYN G6PD H19 HDAC6 HIF1A HK2 HP INS MIR181A2 MIR21 MIR590 MIR675 MMP3 MPV17L MT3 PAGE4 PARK7 PAX2 PINK1 PLIN5 PON3 PPARA PRKN RHOA SIRT2 SIRT3 SIRT5 SLC18A2 TFAP2A TIGAR TP53 TRAP1 VDAC1 GOBP_NEGATIVE_REGULATION_OF_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_RECEPTOR_BINDING ADAM15 ADIPOQ ATP2A2 ATP2A3 B2M HFE IL10 MIR148A MIR27B NOG PCSK9 PTPRF GOBP_NEGATIVE_REGULATION_OF_RECEPTOR_INTERNALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_RECEPTOR_INTERNALIZATION ANKRD13A ANKRD13B ANKRD13D ANXA2 ATXN2 DLG4 LRPAP1 LRRTM1 LRRTM2 MIR199A1 MTMR2 NECAB2 PCSK9 RIN3 SDCBP UBQLN2 WDR54 GOBP_NEGATIVE_REGULATION_OF_RECEPTOR_MEDIATED_ENDOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_RECEPTOR_MEDIATED_ENDOCYTOSIS ABCA2 ADIPOQ ANKRD13A ANKRD13B ANKRD13D ANXA2 APOC1 APOC2 APOC3 APP ARF6 ATXN2 DLG4 ITGAV ITGB3 LRPAP1 LRRTM1 LRRTM2 MIR17 MIR185 MIR199A1 MIR205 MIR27A MIR27B MIR92B MTMR2 NECAB2 NEU3 PCSK9 PICALM PSEN1 RABGEF1 RAC1 RIN3 SDCBP SH3GL3 UBQLN2 UNC119 WDR54 GOBP_NEGATIVE_REGULATION_OF_RECEPTOR_RECYCLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_RECEPTOR_RECYCLING AP1AR LDLR OPTN PCSK9 TRAT1 GOBP_NEGATIVE_REGULATION_OF_RECEPTOR_SIGNALING_PATHWAY_VIA_JAK_STAT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_RECEPTOR_SIGNALING_PATHWAY_VIA_JAK_STAT ADIPOR1 BCL3 CAV1 DAB1 GBP7 GGNBP2 HGS INPP5F LEPROT MIR146A MIR9-1 NEUROD1 NF2 PARP14 PIBF1 PPP2CA PPP2R1A PTPN2 PTPRD SH2B3 SOCS1 SOCS2 SOCS3 VHL GOBP_NEGATIVE_REGULATION_OF_RECEPTOR_SIGNALING_PATHWAY_VIA_STAT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_RECEPTOR_SIGNALING_PATHWAY_VIA_STAT ADIPOR1 BCL3 CAV1 CLEC12B DAB1 GBP7 GGNBP2 HGS INPP5F LEPROT MIR125A MIR125B1 MIR146A MIR149 MIR9-1 MIR99A MIRLET7C MIRLET7E NEUROD1 NF2 PARP14 PIBF1 PPARG PPP2CA PPP2R1A PTPN2 PTPRD PTPRT SH2B3 SOCS1 SOCS2 SOCS3 VHL GOBP_NEGATIVE_REGULATION_OF_REGULATED_SECRETORY_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_REGULATED_SECRETORY_PATHWAY ADRA2A BCR BRAF CBARP CCR2 CD300A CD84 CEACAM1 FCGR2B FMR1 FOXF1 GNAI2 HLA-F IL13RA2 LGALS9 NCKAP1L NOTCH1 RABGEF1 RAP1A RAP1B RAP1BL REST SPI1 STXBP3 SYT4 GOBP_NEGATIVE_REGULATION_OF_REGULATORY_T_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_REGULATORY_T_CELL_DIFFERENTIATION CTLA4 IRF1 LAG3 MDK MIR21 MIR30B TNFSF4 GOBP_NEGATIVE_REGULATION_OF_RELAXATION_OF_MUSCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_RELAXATION_OF_MUSCLE ACTN3 DCANP1 GRK2 NEUROG1 PDE4B PDE4D TIFAB GOBP_NEGATIVE_REGULATION_OF_RELEASE_OF_CYTOCHROME_C_FROM_MITOCHONDRIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_RELEASE_OF_CYTOCHROME_C_FROM_MITOCHONDRIA AKT1 AVP BAK1 BCL2L1 BCL2L2 CLU FXN GHITM GPX1 HGF IGF1 LMNA NOL3 OPA1 PARL PPIF PRELID1 PRKN PSMD10 TRIAP1 GOBP_NEGATIVE_REGULATION_OF_REPRODUCTIVE_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_REPRODUCTIVE_PROCESS ACVR1C ADA AMH ARHGDIB ASTL BCL2L1 BMP4 BMP7 CALR CDKN1B CHFR DDB1 DMRT1 DUSP1 EAF2 EPPIN FBXO43 FBXO5 GJA1 GPR149 HORMAD1 HPGDS HYAL3 IGF1 IL1A KIT LIF MAEL MIR15B MIR16-1 MOS MYH9 NANOS2 NKX3-1 NLRP5 NODAL NPPC NPR2 NR5A1 OVGP1 OVOL1 PAEP PKMYT1 PLAT PRDX4 PTGDR2 PTGDS RAD1 RGN RPS6KA2 SEMG1 SEMG2 SERPINF1 SHB SNAI1 SOD1 SPINK13 STK11 SULF1 SYCP2 TEX11 TIMP1 TRIP13 TTK UBE2B WDR77 WEE2 WNT4 WNT5A WT1 YBX3 ZFPM2 ZP1 ZP2 ZP3 ZP4 GOBP_NEGATIVE_REGULATION_OF_RESPIRATORY_BURST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_RESPIRATORY_BURST BCR DUSP10 GRN INS RPS19 SLAMF8 GOBP_NEGATIVE_REGULATION_OF_RESPIRATORY_BURST_INVOLVED_IN_INFLAMMATORY_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_RESPIRATORY_BURST_INVOLVED_IN_INFLAMMATORY_RESPONSE DUSP10 GRN INS RPS19 SLAMF8 GOBP_NEGATIVE_REGULATION_OF_RESPONSE_TO_BIOTIC_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_RESPONSE_TO_BIOTIC_STIMULUS A2M ACOD1 ADAR AHR AKT1 ARG1 ARG2 ARRB2 ATG12 ATG5 AURKB BANF1 C1QBP CACTIN CARD16 CARD8 CD96 CEACAM1 CEP63 CGAS CLEC12B CNOT7 CPTP CR1 CRK CSNK1A1 DCST1 DEFB114 DEFB118 DHX58 DRD2 DTX4 DUSP10 EIF4E2 ERBIN F2RL1 FAM3A FBXL2 FGL2 FOXP3 GFER GIGYF2 GPATCH3 GRAMD4 GRN HAVCR2 HLA-A HLA-B HLA-E HLA-F HLA-G HSPA8 IFI16 IL4I1 ILRUN INS IRAK3 IRGM ISG15 ITCH KIR2DL4 KLRC1 KLRD1 LACRT LGALS9 LILRA2 LILRA4 LILRB1 LTF LYAR MAPKBP1 MEFV METTL3 MICA MICB MIR181B1 MIR21 MIR26B MMP12 MUL1 NFKBIL1 NLRC3 NLRC5 NLRP2B NLRP4 NLRX1 NMI NPLOC4 NR1H2 NR1H3 NT5C2 OAS1 OAS3 OTOP1 PARP1 PARP14 PCBP2 PPARG PPM1B PPP6C PRDX2 PRKDC PTPN2 PTPN22 PTPRS PYDC1 PYDC2 PYDC5 RAB7B RIOK3 RNF125 RNF26 RPS19 SAMHD1 SEC14L1 SERPINB4 SERPINB9 SERPING1 SIGIRR SIRT2 SLAMF8 SPINK5 STAT2 SUSD4 TARBP2 TGFB1 TKFC TNFAIP3 TRAF3IP1 TRAFD1 TREM2 TREX1 TRIB1 TRIM11 TRIM21 TRIM31 TRIM38 TSPAN6 TTLL12 TYRO3 UBQLN1 UFD1 USP15 USP18 USP38 VSIG4 YTHDF2 YTHDF3 YWHAZ ZDHHC12 ZDHHC18 ZNRF4 GOBP_NEGATIVE_REGULATION_OF_RESPONSE_TO_CYTOKINE_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_RESPONSE_TO_CYTOKINE_STIMULUS ADAR ADIPOQ APOA1 ARG1 BIRC7 CACTIN CARD16 CARD8 CAV1 CCDC3 CCL5 CNOT7 CYLD DCST1 ECM1 EIF4E2 F2RL1 GAS6 GIGYF2 GPS2 GSTP1 H2BC11 IL1R2 IL1RN IL36RN IL6 IRAK3 ISG15 KLF4 MAP2K5 MAPK7 METTL3 MIR125A MIR125B1 MIR135A1 MIR138-1 MIR152 MIR21 MIR24-1 MIR26A1 MIR27A MIR27B MIR29B1 MIR520C MIR98 MIR99A MIRLET7A1 MIRLET7C MIRLET7E MMP12 MUL1 NAIP NLRC5 NLRP2B NR1H2 NR1H3 NR1H4 OAS1 OAS3 OTOP1 OTUD4 PADI2 PALM3 PARP14 PELI3 PIAS4 PPARG PPP2CB PTPN2 PTPRC PXDN PYDC1 PYDC2 RABGEF1 RFFL RNF113A ROBO1 SAMHD1 SH2B3 SIGIRR SLIT2 SLIT3 STAP1 STAT2 TLE5 TRAIP TREM2 TREX1 TTLL12 USP18 XIAP YTHDF2 YTHDF3 ZNF675 GOBP_NEGATIVE_REGULATION_OF_RESPONSE_TO_ENDOPLASMIC_RETICULUM_STRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_RESPONSE_TO_ENDOPLASMIC_RETICULUM_STRESS ABCA7 ALOX5 AQP11 ATF6B BCL2L1 BFAR CLU CREB3 CREB3L1 DDRGK1 DNAJB9 GRINA HERPUD1 HSPA1A HSPA5 HYOU1 LPCAT3 LRRK2 MAGEA3 MIR199A1 NCK1 NCK2 NR1H2 NR1H3 OPA1 PARK7 PDX1 PPP1R15A PPP1R15B PRKN PTPN1 RACK1 SELENOS SGTA SVIP SYVN1 TMBIM6 TXNDC12 UBXN1 UFL1 USP14 USP25 WFS1 XBP1 GOBP_NEGATIVE_REGULATION_OF_RESPONSE_TO_EXTERNAL_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_RESPONSE_TO_EXTERNAL_STIMULUS A2M ACOD1 ACP5 ADA ADAMTS18 ADAR ADIPOQ ADORA1 ADORA2A ADTRP AHR AIF1 AJAP1 AKT1 ALOX12 ALOX5 ANGPT2 ANXA2 AOAH APCS APOA1 APOE APOH ARG1 ARG2 ARNT ARRB2 ASH1L ATG12 ATG5 AURKB BACE1 BANF1 BBS2 BBS4 BCR C1QBP C1QTNF1 C1QTNF12 C1QTNF3 C5 C5AR2 CACTIN CARD16 CARD8 CARTPT CASK CCL2 CCN3 CD109 CD200 CD200R1 CD9 CD96 CDH5 CEACAM1 CEP63 CERS2 CGAS CHD8 CHRNA7 CLASP1 CLASP2 CLDN19 CLDN3 CLEC12B CNOT7 CNTNAP2 CORO1B CPB2 CPTP CR1 CRK CSNK1A1 CST7 CTNNA2 CX3CL1 CXCL13 CXCL17 CYLD CYP19A1 DCST1 DDT DEFB114 DEFB118 DHX58 DPP4 DRD1 DRD2 DRD3 DTX4 DUSP1 DUSP10 DUSP3 DVL1 EDN1 EIF4E2 ELANE ELF4 ENPP3 EPHA4 EPPK1 ERBIN EXTL3 F11 F12 F2 F2RL1 FAM3A FAP FBXL2 FCGR2B FEM1A FFAR4 FGA FGB FGF2 FGG FGL2 FGR FNDC4 FOXF1 FOXP3 FPR2 FURIN FXR1 FYN GATA3 GBA1 GFER GHRL GHSR GIGYF2 GIT1 GP1BA GPATCH3 GPER1 GPR17 GPR18 GPR31 GPS2 GPX1 GRAMD4 GREM1 GRID2 GRIN3A GRN GSTP1 HAMP HAVCR2 HCK HDAC6 HGF HLA-A HLA-B HLA-DRB1 HLA-E HLA-F HLA-G HRG HSPA8 IER3 IFI16 IGF1 IL10 IL10RA IL12B IL13 IL17A IL2 IL20RB IL22 IL22RA1 IL22RA2 IL2RA IL33 IL4 ILRUN INPP5F INS IRAK3 IRGM ISG15 ISL1 ITCH KIAA0319 KIR2DL4 KLF4 KLKB1 KLRC1 KLRC4-KLRK1 KLRD1 KLRK1 KNG1 KREMEN1 KRT1 LACRT LDLR LEP LGALS9 LILRA2 LILRA4 LILRB1 LPCAT3 LRFN5 LRIG2 LTF LYAR LYN MACIR MAPK14 MAPK7 MAPKBP1 MDK MEFV METRNL METTL3 MFHAS1 MICA MICB MICOS10-NBL1 MIF MIR105-1 MIR126 MIR1298 MIR138-1 MIR141 MIR142 MIR145 MIR146A MIR149 MIR15A MIR15B MIR16-1 MIR181A2 MIR181B1 MIR181C MIR187 MIR195 MIR199A1 MIR19A MIR19B1 MIR200B MIR204 MIR205 MIR20A MIR21 MIR221 MIR222 MIR223 MIR26A1 MIR26B MIR302E MIR30C2 MIR31 MIR34A MIR3909 MIR424 MIR4286 MIR488 MIR590 MIR6869 MIR766 MIR892B MIR920 MIR92A1 MIRLET7G MKKS MKRN2 MMP12 MMP26 MMP28 MMRN1 MUL1 MVK MYOZ1 NBL1 NDFIP1 NENF NEO1 NFKB1 NFKBIL1 NLRC3 NLRC5 NLRP12 NLRP2B NLRP3 NLRP4 NLRP6 NLRX1 NMI NOD2 NOS3 NOTCH1 NPLOC4 NPY5R NR1D1 NR1D2 NR1H2 NR1H3 NR1H4 NRP1 NT5C2 NT5E OAS1 OAS3 OTOP1 OTULIN PADI2 PARP1 PARP14 PBK PCBP2 PDGFA PDGFB PDGFRA PGLYRP1 PHLDB2 PLA2G10 PLAT PLAU PLAUR PLCG1 PLG PLK2 PLXNA3 PPARA PPARD PPARG PPM1B PPP6C PRDX2 PRKCD PRKDC PRKG1 PROC PROS1 PSMA1 PSMB4 PTEN PTGER4 PTGIS PTPN2 PTPN22 PTPN6 PTPRC PTPRO PTPRS PYDC1 PYDC2 PYDC5 RAB7B RABGEF1 RB1 REG3A RGMA RHBDF2 RIN3 RIOK3 RNF125 RNF26 ROBO1 ROBO2 RORA RPS19 RTN4R RTN4RL1 RYK SAA1 SAMHD1 SEC14L1 SELENOS SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SERPINB2 SERPINB4 SERPINB9 SERPINE1 SERPINE2 SERPINF2 SERPING1 SH2B3 SHARPIN SIGIRR SIGLEC10 SIRPA SIRT2 SLAMF8 SLC12A2 SLC39A8 SLC6A3 SLIT1 SLIT2 SMAD3 SMPDL3B SOCS3 SOCS5 SOD1 SPINK5 SPN SPP1 SPX SRC ST6GAL1 STAP1 STAT2 STAT3 SUSD4 SYK SYT11 TAFA3 TAFA5 TARBP2 TEK TFPI TGFB1 THBD THBS1 TKFC TNF TNFAIP3 TNFAIP6 TNFAIP8L2 TNFRSF1A TNFRSF1B TNR TRAF3IP1 TRAFD1 TREM2 TREX1 TRIB1 TRIM11 TRIM21 TRIM31 TRIM38 TRIM45 TRIM65 TSPAN6 TSPAN8 TTLL12 TYRO3 UBASH3B UBQLN1 UCN UFD1 USF1 USP15 USP18 USP38 VPS35 VSIG4 VTN WFDC1 WNT3 WNT3A WNT4 WNT5A YES1 YTHDF2 YTHDF3 YWHAZ ZDHHC12 ZDHHC18 ZFP36 ZNRF4 GOBP_NEGATIVE_REGULATION_OF_RESPONSE_TO_FOOD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_RESPONSE_TO_FOOD BBS2 BBS4 CARTPT GHSR LEP MKKS NENF PPARA SPX UCN GOBP_NEGATIVE_REGULATION_OF_RESPONSE_TO_OXIDATIVE_STRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_RESPONSE_TO_OXIDATIVE_STRESS ADCYAP1R1 GGT7 H19 MCTP1 MEAK7 MIR132 MIR21 MIR675 NCOA7 OXR1 TBC1D24 GOBP_NEGATIVE_REGULATION_OF_RESPONSE_TO_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_RESPONSE_TO_STIMULUS A2M AATF ABCA7 ABL1 ABL2 ACAA2 ACE2 ACKR3 ACOD1 ACP4 ACP5 ACTN3 ACVR1 ADA ADAM17 ADAMTS12 ADAMTS18 ADAMTSL2 ADAR ADCYAP1R1 ADGRA2 ADGRG3 ADIPOQ ADIPOR1 ADM ADORA1 ADORA2A ADRA2A ADRB2 ADRB3 ADTRP AGT AGTR2 AHR AHSG AIDA AIF1 AIM2 AJAP1 AJUBA AKT1 AKT1S1 ALOX12 ALOX15 ALOX5 ALPK2 AMBP AMER1 AMER2 AMFR ANGPT2 ANKRD6 ANXA1 ANXA2 AOAH APC APC2 APCDD1 APCDD1L APCS APELA APLN APLNR APLP1 APOA1 APOD APOE APOH APPL1 APPL2 AQP11 AR ARG1 ARG2 ARHGAP12 ARHGAP24 ARHGAP25 ARHGAP35 ARHGAP42 ARHGAP44 ARHGEF2 ARID4A ARID4B ARMC10 ARNT ARR3 ARRB1 ARRB2 ARRDC1 ARRDC3 ASAH2 ASCL2 ASH1L ASPN ASXL1 ATAD5 ATF3 ATF4 ATF6B ATG12 ATG5 ATM ATP2B4 ATXN3 AUNIP AURKB AVP AXIN1 AXIN2 BACE1 BAG5 BAK1 BAMBI BANF1 BANK1 BARX1 BAX BBS2 BBS4 BCL2 BCL2L1 BCL2L2 BCL3 BCL6 BCL9L BCR BDKRB2 BDNF BECN2 BEND6 BFAR BICC1 BICD1 BID BIRC6 BIRC7 BMAL1 BMI1 BMP2 BMP4 BMP5 BMP7 BMPER BMT2 BOK BPIFB1 BRAP BRCA1 BRMS1 BRMS1L BTN2A2 BTRC C12orf43 C1QBP C1QL4 C1QTNF1 C1QTNF12 C1QTNF3 C3orf33 C4BPA C4BPB C5 C5AR2 C8orf44-SGK3 CAAP1 CACTIN CADM1 CADM4 CALR CARD16 CARD19 CARD8 CARTPT CASC2 CASK CASP8 CASTOR1 CASTOR2 CASTOR3P CAV1 CAV2 CAV3 CAVIN3 CBFA2T2 CBL CBLB CBLC CBY1 CCAR2 CCDC125 CCDC22 CCDC3 CCDC88C CCL2 CCL5 CCN3 CCNC CCR2 CD109 CD160 CD200 CD200R1 CD22 CD2AP CD300A CD300LF CD3E CD44 CD46 CD47 CD55 CD59 CD74 CD80 CD84 CD9 CD96 CDC34 CDH2 CDH5 CDK20 CDK3 CDK5RAP3 CDKN2D CEACAM1 CEP63 CER1 CERS2 CFLAR CGAS CGNL1 CHAC1 CHD8 CHMP6 CHP1 CHRD CHRDL1 CHRDL2 CHRNA10 CHRNA7 CHST11 CIB1 CIDEA CILP CISH CIT CITED1 CLASP1 CLASP2 CLDN19 CLDN3 CLEC12B CLEC4G CLOCK CLU CNKSR3 CNOT1 CNOT2 CNOT7 CNOT9 CNTNAP2 COL2A1 COL3A1 CORO1B CPB2 CPNE1 CPTP CR1 CR1L CR2 CREB3 CREB3L1 CRHBP CRIM1 CRK CRTC3 CRY1 CRY2 CRYBA1 CSF2 CSK CSNK1A1 CSNK1A1L CSNK1E CSNK2A1 CSNK2A2 CST7 CTDSPL2 CTH CTHRC1 CTNNA1 CTNNA2 CTNNB1 CTNNBIP1 CTNND1 CTTN CUL3 CX3CL1 CX3CR1 CXCL12 CXCL13 CXCL17 CXCL8 CXXC4 CYLD CYP19A1 CYP26A1 CYP26B1 CYP26C1 CYP7B1 CYREN CYRIB DAB1 DAB2 DAB2IP DACT1 DACT2 DACT3 DAG1 DAND5 DCN DCST1 DDAH1 DDIAS DDIT3 DDIT4 DDIT4L DDRGK1 DDT DDX39B DDX3X DEFB114 DEFB118 DEPDC5 DEPTOR DGKD DGKG DGKZ DHRS3 DHX58 DKK1 DKK2 DKK3 DKK4 DKKL1 DLC1 DLG1 DLG5 DLK1 DLK2 DLL1 DLL3 DLL4 DLX1 DLX2 DNAJA1 DNAJB9 DPP4 DRAXIN DRD1 DRD2 DRD3 DTX4 DUSP1 DUSP10 DUSP13 DUSP16 DUSP19 DUSP2 DUSP22 DUSP26 DUSP29 DUSP3 DUSP4 DUSP5 DUSP6 DUSP7 DUSP8 DUSP9 DVL1 DYRK1A DYRK2 DYRK3 ECM1 EDN1 EFNA1 EGFL7 EGFR EGR1 EID2 EIF3A EIF4E2 ELANE ELF1 ELF4 ELL3 EMD EMILIN1 ENDOG ENO1 ENPP1 ENPP3 ENTREP1 ENY2 EPHA2 EPHA4 EPHB2 EPM2A EPN2 EPO EPPK1 ERBB3 ERBIN ERCC1 ERCC4 ERCC6 ERRFI1 ESR1 EXTL3 EYA1 EYA2 EYA3 EYA4 EZH2 EZR F11 F12 F2 F2RL1 FAIM FAIM2 FAM3A FAM89B FANCB FAP FBH1 FBLN1 FBN1 FBN2 FBP1 FBXL2 FBXO7 FBXW7 FCGR2B FCRL3 FCRLB FEM1A FER FERMT1 FFAR4 FGA FGB FGF10 FGF2 FGF9 FGG FGL2 FGR FHL2 FIGNL1 FKBP1A FKBP1B FKTN FLCN FNDC4 FNIP1 FOXF1 FOXH1 FOXJ1 FOXM1 FOXO1 FOXP1 FOXP3 FPR2 FRMD8 FRMD8P1 FRZB FST FSTL3 FSTL4 FURIN FUZ FXN FXR1 FYN FZD1 FZD6 FZD9 G3BP1 GAS6 GATA1 GATA2 GATA3 GATA4 GBA1 GBP1 GBP7 GCLC GCLM GDF15 GDF3 GDNF GFER GFRAL GGNBP2 GGT7 GHITM GHRL GHSR GIGYF2 GIPR GIT1 GLG1 GLI1 GLI3 GLIS2 GNAI2 GP1BA GPATCH3 GPC1 GPC3 GPD1L GPER1 GPR108 GPR155 GPR161 GPR17 GPR18 GPR21 GPR31 GPR37L1 GPRASP1 GPRC5A GPS2 GPX1 GRAMD4 GRB10 GRB14 GRB7 GREM1 GREM2 GRID2 GRIN3A GRINA GRK2 GRK3 GRM5 GRN GSC GSK3A GSK3B GSTP1 GTF2H2 H19 H2BC11 HAMP HAPSTR1 HAVCR2 HCK HDAC1 HDAC2 HDAC3 HDAC6 HDAC7 HECW1 HEG1 HELB HELLS HERC4 HERPUD1 HEY1 HEY2 HEYL HFE HGF HGS HHEX HHIP HIC1 HIF1A HIF1AN HIPK2 HIPK3 HJV HLA-A HLA-B HLA-DRB1 HLA-E HLA-F HLA-G HLX HMGA2 HMGB2 HMGXB4 HMOX1 HOMER2 HOMER3 HRG HSF1 HSPA1A HSPA1B HSPA5 HSPA8 HSPB1 HTR1B HTR2B HTRA1 HTRA2 HTRA3 HTRA4 HTT HYAL2 HYOU1 ICAM1 IER3 IFI16 IFI35 IFI6 IFNA2 IFNB1 IFNL1 IFT122 IFT172 IFT80 IGBP1 IGF1 IGF1R IGFBP1 IGFBP2 IGFBP3 IGFBP4 IGFBP5 IGFBP6 IGSF1 IL10 IL10RA IL12A IL12B IL13 IL13RA2 IL17A IL17RD IL19 IL1A IL1B IL1R2 IL1RL1 IL1RN IL2 IL20RB IL22 IL22RA1 IL22RA2 IL27RA IL2RA IL33 IL36RN IL4 IL4I1 IL4R IL6 IL7 IL7R ILRUN ING1 ING2 INPP5A INPP5D INPP5F INPP5K INPPL1 INS INSIG1 INSIG2 INTS9 INVS IRAK3 IRF4 IRGM IRS1 ISG15 ISL1 ITCH ITFG2 ITGA1 ITGA3 ITGA6 ITGAV ITGB1 ITGB1BP1 ITPR1 ITPRIP IVNS1ABP JADE1 JAGN1 JAK3 KANK1 KANK2 KAT5 KBTBD6 KBTBD7 KCTD10 KCTD13 KCTD21 KCTD6 KDM1A KIAA0319 KICS2 KIF26A KIF7 KIR2DL4 KLF4 KLF7 KLHL15 KLHL31 KLK14 KLKB1 KLRC1 KLRC4-KLRK1 KLRD1 KLRK1 KMT5A KNG1 KPTN KREMEN1 KRT1 LACRT LAPTM5 LATS1 LATS2 LAX1 LBH LDLR LDLRAD4 LEMD2 LEMD3 LEP LEPROT LEPROTL1 LFNG LGALS3 LGALS9 LGMN LGR4 LIF LILRA2 LILRA4 LILRB1 LILRB4 LIMD1 LITAF LMBR1L LMNA LMO3 LONP1 LOXL3 LPAR1 LPCAT3 LPXN LRFN5 LRIG2 LRP1 LRP2 LRP4 LRPAP1 LRRC14 LRRK2 LTBP1 LTF LYAR LYN LZIC LZTR1 LZTS2 MACIR MAD2L1BP MAD2L2 MAGEA1 MAGEA3 MAGEF1 MAGI2 MAP2K3 MAP2K5 MAPK14 MAPK3 MAPK7 MAPK8IP1 MAPK8IP2 MAPKAP1 MAPKAPK5 MAPKBP1 MARCHF7 MARK3 MARVELD3 MAZ MCC MCL1 MCTP1 MDFI MDK MDM2 MEAK7 MECOM MEFV MEGF8 MEIS3 MEN1 MESP1 MET METRNL METTL3 MFHAS1 MFN2 MGRN1 MICA MICB MICOS10-NBL1 MIF MINAR1 MIOS MIR1-1 MIR100 MIR103A1 MIR105-1 MIR106A MIR107 MIR1224 MIR125A MIR125B1 MIR126 MIR1271 MIR129-1 MIR1298 MIR130A MIR132 MIR133A1 MIR133B MIR135A1 MIR137 MIR138-1 MIR140 MIR141 MIR142 MIR145 MIR146A MIR149 MIR152 MIR15A MIR15B MIR16-1 MIR17 MIR181A2 MIR181B1 MIR181C MIR185 MIR186 MIR187 MIR18A MIR195 MIR199A1 MIR19A MIR19B1 MIR200B MIR200C MIR204 MIR205 MIR206 MIR20A MIR21 MIR210 MIR214 MIR218-1 MIR221 MIR222 MIR223 MIR23A MIR24-1 MIR25 MIR26A1 MIR26B MIR27A MIR27B MIR29A MIR29B1 MIR29C MIR302C MIR302E MIR30C2 MIR31 MIR326 MIR329-1 MIR342 MIR34A MIR34B MIR34C MIR361 MIR373 MIR375 MIR379 MIR3909 MIR424 MIR4286 MIR449A MIR451A MIR488 MIR495 MIR497 MIR498 MIR503 MIR508 MIR519D MIR520C MIR520D MIR564 MIR573 MIR590 MIR665 MIR675 MIR6869 MIR708 MIR766 MIR873 MIR885 MIR892B MIR9-1 MIR920 MIR92A1 MIR92B MIR93 MIR98 MIR99A MIRLET7A1 MIRLET7C MIRLET7E MIRLET7F1 MIRLET7G MKKS MKRN2 MLIP MLLT3 MMP12 MMP14 MMP26 MMP28 MMP9 MMRN1 MMRN2 MNT MOSMO MPIG6B MPV17L MRAP MRAP2 MSTN MTM1 MTMR4 MTNR1B MTOR MUC1 MUL1 MVK MVP MYADM MYC MYOC MYOCD MYOZ1 MYOZ2 NAIP NANOS3 NBL1 NCK1 NCK2 NCKAP1L NCL NCOA5 NCOA7 NCOR1 NCOR2 NDFIP1 NDRG2 NDRG4 NDUFA13 NDUFAF2 NDUFS3 NECAB2 NEDD4 NENF NEO1 NEURL1 NEUROD1 NF1 NF2 NFATC4 NFE2L2 NFKB1 NFKBIA NFKBIL1 NGFR NHERF1 NHERF4 NIBAN2 NKD1 NKD2 NKX2-1 NKX2-5 NKX3-1 NLK NLRC3 NLRC5 NLRP12 NLRP2 NLRP2B NLRP3 NLRP4 NLRP6 NLRX1 NME5 NMI NOC2L NOD2 NODAL NOG NOL3 NOMO1 NOMO3 NONO NOP53 NOS3 NOTCH1 NOTUM NPC1 NPHP3 NPHP4 NPLOC4 NPPA NPRL2 NPRL3 NPY5R NR0B1 NR1D1 NR1D2 NR1H2 NR1H3 NR1H4 NR4A2 NRARP NRP1 NRROS NT5C2 NT5E NUAK1 NUAK2 NUDT16L1 NUP62 NXN OAS1 OAS3 OGG1 OGT ONECUT1 ONECUT2 OPA1 OPRL1 OPTN OTOP1 OTUB1 OTUB2 OTUD3 OTUD4 OTUD5 OTUD7B OTULIN OXR1 P2RX7 PADI2 PAFAH1B1 PAK1IP1 PAK5 PALM PALM3 PAQR3 PARK7 PARL PARP1 PARP14 PARP3 PARPBP PAWR PBK PBLD PCBP2 PCGF2 PDCD1 PDCD4 PDCD6 PDE10A PDE11A PDE2A PDE3A PDE3B PDE4B PDE4D PDE8B PDGFA PDGFB PDGFRA PDPK1 PDX1 PEA15 PEBP1 PEG10 PELI3 PER1 PF4 PFDN5 PGLYRP1 PGLYRP2 PGLYRP3 PHACTR4 PHB1 PHB2 PHF14 PHIP PHLDA3 PHLDB2 PHLPP1 PHPT1 PIAS2 PIAS4 PIBF1 PID1 PIH1D1 PIK3CB PIK3IP1 PIK3R2 PIM3 PIN1 PINK1 PIP4K2A PIP4K2B PIP4K2C PKHD1 PLA2G10 PLAT PLAU PLAUR PLCG1 PLCL2 PLEK PLEKHA1 PLG PLIN5 PLK2 PLXNA3 PMEPA1 POLQ PPARA PPARD PPARG PPEF2 PPIA PPIF PPM1A PPM1B PPM1N PPP1R10 PPP1R15A PPP1R15B PPP2CA PPP2CB PPP2R1A PPP3CA PPP3CB PPP6C PRAME PRAP1 PRDM14 PRDM15 PRDM16 PRDX2 PRELID1 PRICKLE1 PRKAA1 PRKAA2 PRKACA PRKACB PRKCB PRKCD PRKCQ PRKCZ PRKDC PRKG1 PRKN PRMT1 PRNP PROC PROS1 PRR5L PSCA PSEN1 PSMA1 PSMB4 PSMD10 PSME3 PTCH1 PTCH2 PTEN PTGER4 PTGIR PTGIS PTGS2 PTPN1 PTPN12 PTPN18 PTPN2 PTPN22 PTPN3 PTPN6 PTPRC PTPRD PTPRE PTPRJ PTPRO PTPRR PTPRS PTPRT PTPRU PTTG1IP PVRIG PXDN PYCARD PYCR1 PYDC1 PYDC2 PYDC5 QARS1 RAB7A RAB7B RABGEF1 RACK1 RADX RAF1 RANBP9 RASA2 RASA3 RASA4 RASA4B RASAL1 RASAL3 RASIP1 RASL11B RASSF2 RB1 RB1CC1 RBBP4 RBBP7 RBMS3 RBPMS2 RBX1 RC3H1 RC3H2 RCAN1 RECQL5 REG3A RELA RFFL RFX4 RFX8 RGMA RGS1 RGS10 RGS11 RGS12 RGS13 RGS14 RGS16 RGS17 RGS18 RGS19 RGS2 RGS20 RGS21 RGS22 RGS3 RGS4 RGS5 RGS6 RGS7 RGS7BP RGS8 RGS9 RGS9BP RHBDF2 RHOA RHOH RIF1 RIN3 RIOK3 RIPK1 RIPOR2 RITA1 RMI2 RNF113A RNF115 RNF125 RNF126 RNF149 RNF152 RNF167 RNF169 RNF213 RNF26 RNF34 RNF43 ROBO1 ROBO2 RORA RPGRIP1L RPH3AL RPS19 RPS3 RPS6KA1 RPS6KA6 RPS6KB1 RRM2B RRN3 RTEL1 RTKN2 RTN4R RTN4RL1 RUBCN RUNX2 RUVBL2 RYK SAA1 SAG SAMHD1 SAMSN1 SAP130 SAP30 SAP30L SARM1 SCAI SCG2 SCRT2 SCYL2 SDHAF2 SEC13 SEC14L1 SEH1L SELENOS SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SENP3 SERPINB2 SERPINB3 SERPINB4 SERPINB9 SERPINE1 SERPINE2 SERPINF2 SERPING1 SESN1 SESN2 SESN3 SFRP1 SFRP2 SFRP4 SFRP5 SGK3 SGTA SH2B3 SH2D1A SH3BP1 SH3BP4 SH3RF1 SH3RF2 SHANK2 SHARPIN SHH SHISA2 SHISA3 SHISA6 SHLD1 SHLD2 SHLD3 SIAH2 SIGIRR SIGLEC10 SIN3A SINHCAF SIRPA SIRT1 SIRT2 SIRT3 SKI SKIL SKOR1 SKOR2 SLA2 SLAMF1 SLAMF8 SLC12A2 SLC24A4 SLC25A31 SLC25A4 SLC25A5 SLC25A6 SLC27A4 SLC2A10 SLC35C1 SLC35F6 SLC39A8 SLC6A3 SLIT1 SLIT2 SLIT3 SMAD3 SMAD4 SMAD5 SMAD6 SMAD7 SMARCA4 SMCHD1 SMCR8 SMPD1 SMPDL3B SMURF1 SMURF2 SNAI1 SNAI2 SNCA SNX13 SNX25 SNX5 SNX6 SOCS1 SOCS2 SOCS3 SOCS4 SOCS5 SOCS6 SOCS7 SOD1 SOD2 SORL1 SOST SOSTDC1 SOX10 SOX13 SOX17 SOX2 SOX30 SOX9 SPAAR SPART SPI1 SPINK1 SPINK5 SPN SPP1 SPRED1 SPRED2 SPRED3 SPRY1 SPRY2 SPRY3 SPRY4 SPX SRC SRMS SSTR4 ST6GAL1 STAMBP STAP1 STAT1 STAT2 STAT3 STAT6 STK11 STK3 STK38 STK4 STMN1 STMN3 STRADB STRAP STRN3 STUB1 STYXL2 SUDS3 SUFU SULF1 SULF2 SUSD4 SVEP1 SVIP SYK SYNGAP1 SYNJ2BP SYT11 SYVN1 SZT2 TAF9 TAF9B TAFA3 TAFA5 TANK TAOK3 TARBP2 TAX1BP3 TBC1D10C TBC1D24 TBC1D7 TBK1 TBX18 TBX20 TBX21 TCF21 TCF7L2 TCIM TEK TERF2 TERT TET1 TFIP11 TFPI TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR3 THBD THBS1 THOC1 THOC5 THY1 TIMP3 TKFC TLE1 TLE2 TLE3 TLE4 TLE5 TLE6 TLE7 TLR4 TLR6 TLR9 TMBIM1 TMBIM6 TMED2 TMEM127 TMEM131L TMEM14A TMEM161A TMEM170B TMEM53 TMEM64 TMEM88 TMEM88B TMPRSS6 TMSB4X TNF TNFAIP1 TNFAIP3 TNFAIP6 TNFAIP8L1 TNFAIP8L2 TNFRSF14 TNFRSF1A TNFRSF1B TNFSF18 TNFSF4 TNIP1 TNIP3 TNN TNR TNS2 TOB1 TP53 TP53BP1 TP63 TPBG TPBGL TPT1 TRABD2A TRABD2B TRAF3IP1 TRAFD1 TRAIP TRAP1 TREM2 TREX1 TRIAP1 TRIB1 TRIM11 TRIM15 TRIM21 TRIM27 TRIM31 TRIM32 TRIM33 TRIM38 TRIM39 TRIM40 TRIM45 TRIM59 TRIM60 TRIM65 TRIM67 TRIM72 TSC1 TSC2 TSG101 TSKU TSPAN15 TSPAN6 TSPAN8 TSSK1B TSSK2 TSSK3 TSSK6 TTLL12 TULP3 TWIST1 TWSG1 TXNDC12 TYRO3 UACA UBAC2 UBASH3A UBASH3B UBE2B UBE2D1 UBE2D3 UBE2N UBE2W UBE3A UBQLN1 UBQLN2 UBQLN4 UBR1 UBR2 UBXN1 UCHL1 UCMA UCN UCP2 UFD1 UFL1 ULK3 UNC5B URI1 USF1 USP10 USP14 USP15 USP18 USP20 USP25 USP38 USP47 USP7 VASN VCP VDAC2 VEPH1 VGLL4 VHL VPS11 VPS13C VPS18 VPS25 VPS35 VRK3 VSIG4 VTN VWC2 VWC2L WDR24 WDR41 WDR59 WFDC1 WFIKKN1 WFIKKN2 WFS1 WIF1 WNK2 WNT1 WNT11 WNT16 WNT3 WNT3A WNT4 WNT5A WTIP WWC1 WWC2 WWC3 WWOX WWP2 WWTR1 XBP1 XCL1 XDH XIAP XRCC1 YAP1 YBX3 YES1 YJU2 YTHDF2 YTHDF3 YWHAB YWHAG YWHAZ ZBTB7A ZBTB7B ZC3H12A ZC3HC1 ZDHHC12 ZDHHC18 ZFP36 ZFYVE28 ZGPAT ZMYND11 ZNF366 ZNF385A ZNF451 ZNF536 ZNF592 ZNF653 ZNF675 ZNRF3 ZNRF4 GOBP_NEGATIVE_REGULATION_OF_RESPONSE_TO_TUMOR_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_RESPONSE_TO_TUMOR_CELL AHR CEACAM1 HAVCR2 IL4I1 TGFB1 GOBP_NEGATIVE_REGULATION_OF_RESPONSE_TO_TYPE_II_INTERFERON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_RESPONSE_TO_TYPE_II_INTERFERON ARG1 NR1H2 NR1H3 OTOP1 PARP14 PPARG PTPN2 GOBP_NEGATIVE_REGULATION_OF_RESPONSE_TO_WOUNDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_RESPONSE_TO_WOUNDING ADAMTS18 ADTRP AJAP1 ALOX12 ALOX5 ANXA2 APCS APOE APOH C1QTNF1 CASK CD109 CD9 CEACAM1 CERS2 CLASP1 CLASP2 CLDN19 CLDN3 CPB2 CRK EDN1 EPHA4 EPPK1 EXTL3 F11 F12 F2 FAP FGA FGB FGF2 FGG GIT1 GP1BA HRG IL17A IL33 INPP5F KIAA0319 KLKB1 KNG1 KREMEN1 KRT1 LRIG2 MDK MIR1298 MIR15B MIR200B MIR34A MIR892B MMRN1 MYOZ1 NEO1 NOS3 PDGFA PDGFB PDGFRA PHLDB2 PLAT PLAU PLAUR PLG PRKCD PRKG1 PROC PROS1 PTEN PTPN6 PTPRS REG3A RGMA RTN4R RTN4RL1 SERPINB2 SERPINE1 SERPINE2 SERPINF2 SERPING1 SH2B3 SIGLEC10 SLC12A2 SMAD3 SPP1 STAT3 TAFA5 TFPI THBD THBS1 TNF TNR TSPAN8 UBASH3B USF1 VTN WFDC1 WNT4 GOBP_NEGATIVE_REGULATION_OF_RETINOIC_ACID_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_RETINOIC_ACID_RECEPTOR_SIGNALING_PATHWAY CALR CNOT1 CYP26A1 CYP26B1 CYP26C1 DHRS3 EZH2 PRAME ZNF536 GOBP_NEGATIVE_REGULATION_OF_RHO_PROTEIN_SIGNAL_TRANSDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_RHO_PROTEIN_SIGNAL_TRANSDUCTION ABL2 ARHGAP35 ARHGAP42 BCL6 CCDC125 CUL3 DLC1 FLCN HEG1 ITGA3 ITGB1 KANK1 KCTD10 KCTD13 MET MYOC RASIP1 RIPOR2 SCAI STMN1 TNFAIP1 GOBP_NEGATIVE_REGULATION_OF_RIBOSOME_BIOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_RIBOSOME_BIOGENESIS DAPL1 HABP4 KAT2B MALSU1 NUDT16 SERBP1 SHQ1 GOBP_NEGATIVE_REGULATION_OF_RIG_I_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_RIG_I_SIGNALING_PATHWAY C1QBP DHX58 GPATCH3 NLRX1 NPLOC4 RNF125 SEC14L1 UFD1 GOBP_NEGATIVE_REGULATION_OF_RNA_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_RNA_BIOSYNTHETIC_PROCESS AASS ACTR6 ACTRT1 ACVR2B ADIPOQ AEBP1 AEBP2 AHR AICDA AJUBA AKIRIN2 ALX1 ANKRD1 ANKRD2 APBB1 APBB2 APEX1 APOBEC3A APOBEC3B APOBEC3C APOBEC3D APOBEC3F APOBEC3G APOBEC3H AR ARID4A ARID4B ARID5A ARID5B ARX ASCL1 ASCL2 ASCL3 ATF2 ATF3 ATF4 ATF5 ATF7IP ATN1 ATOH8 ATP8B1 ATXN1 ATXN1L AURKB AXIN1 BACH1 BACH2 BAG3 BAHD1 BAP1 BARX2 BASP1 BATF3 BAZ2A BCL11A BCL3 BCL6 BCL6B BCL7A BCLAF1 BCOR BCORL1 BEND3 BEND5 BEND6 BHLHE40 BHLHE41 BIN1 BIRC5 BMAL1 BMI1 BMP2 BMP4 BMP6 BMP7 BPTF BRCA1 BRD7 BRMS1 BRMS1L BTAF1 BTG2 BTRC C18orf25 C1D C1QBP CALCA CALR CAPN3 CASP8AP2 CAV1 CBFA2T2 CBFA2T3 CBFB CBX1 CBX2 CBX3 CBX4 CBX5 CBX6 CBX7 CBX8 CBY1 CC2D1A CC2D1B CCAR1 CCAR2 CCDC85B CCND1 CCND3 CCNE1 CD36 CD38 CDC73 CDK2 CDK5 CDK5R1 CDK6 CDKN1B CDKN1C CDKN2A CDX2 CDX4 CDY1 CDY1B CDY2A CDY2B CDYL CDYL2 CEBPA CEBPB CEBPD CELA1 CENPF CGGBP1 CHD3 CHD4 CHD5 CHD8 CIART CIC CIITA CIPC CIR1 CITED1 CITED2 CLOCK CNBP CNOT1 CNOT2 CNOT7 COMMD7 COPS2 CPEB3 CREB1 CREB3L1 CREBBP CREBZF CREG1 CREM CRY1 CRY2 CRYAB CRYM CSF2 CTBP1 CTBP2 CTCF CTNNB1 CTNNBIP1 CTR9 CUL3 CUX1 CUX2 CXXC5 DAB2 DAB2IP DACH1 DACT1 DAP DAXX DCAF1 DDIT3 DDX20 DDX21 DDX5 DDX54 DEAF1 DEDD DEDD2 DEPDC1 DHRS7B DICER1 DKK1 DKK3 DLG1 DLL4 DLX1 DLX2 DLX4 DMAP1 DMBX1 DMRT1 DNAJA3 DNAJB1 DNAJB4 DNAJB6 DNAJC17 DNMT1 DNMT3A DNMT3B DNMT3L DPF2 DR1 DRAP1 DUSP22 DUSP26 E2F1 E2F6 E2F7 E2F8 E4F1 EAPP EDN1 EDNRB EED EFNA1 EGR1 EHMT1 EHMT2 EID1 EID2 EID2B ELANE ELF3 ELK3 ELK4 EN1 ENO1 EOMES EP300 EPC1 EPO EREG ERF ERN2 ESR1 ESR2 ESX1 ETS2 ETV3 ETV5 ETV6 ETV7 EZH1 EZH2 EZR FABP4 FAM220A FAM220BP FASLG FBP1 FBXW11 FCN3 FERD3L FEZF1 FEZF2 FGF9 FGFR2 FHL2 FLCN FLNA FLYWCH1 FNIP1 FNIP2 FOSB FOXA1 FOXC1 FOXC2 FOXD1 FOXD3 FOXE1 FOXF1 FOXF2 FOXG1 FOXH1 FOXJ1 FOXK1 FOXK2 FOXL2 FOXM1 FOXN3 FOXO1 FOXO3 FOXP1 FOXP2 FOXP3 FOXP4 FOXQ1 FOXR1 FOXS1 FRK FST FZD1 GABPA GADD45A GAS6 GATA1 GATA2 GATA3 GATA4 GATA5 GATA6 GATAD2A GATAD2B GCFC2 GCLC GFI1 GFI1B GLI2 GLI3 GLIS1 GLIS2 GLIS3 GMNN GPS2 GREM1 GSC GTF2IRD1 GZF1 H1-2 H1-3 H1-4 H1-5 HAMP HAND1 HCFC1 HCFC2 HCLS1 HDAC1 HDAC10 HDAC2 HDAC3 HDAC4 HDAC5 HDAC6 HDAC7 HDAC8 HDAC9 HDGF HELT HES1 HES2 HES5 HES6 HES7 HESX1 HEXIM1 HEXIM2 HEY1 HEY2 HEYL HHEX HIC1 HIC2 HIF1A HINFP HIPK2 HIRA HIVEP1 HJV HMBOX1 HMG20A HMGA1 HMGA2 HMGB1 HMGB2 HMX1 HNF1B HNF4A HNRNPA2B1 HNRNPK HNRNPL HNRNPU HOPX HOXA2 HOXA7 HOXB13 HOXB3 HOXB4 HOXB8 HOXC8 HOXD8 HOXD9 HSBP1 HSBP1L1 HSF1 HSF4 HSPA1A HSPA8 ID1 ID2 ID3 ID4 IFI16 IFI27 IFNA2 IFNG IFNL1 IGBP1 IGF2 IKZF1 IKZF4 IKZF5 IL33 IL4 ILF3 IMPACT ING1 ING2 ING4 INPP5K INSM1 INSM2 IRF1 IRF2 IRF2BP1 IRF2BP2 IRF2BPL IRF3 IRF7 IRF8 IRX1 IRX2 IRX3 ISL1 JARID2 JAZF1 JDP2 JPH2 JUN JUND KANK2 KAT14 KAT2A KAT2B KAT5 KAT6A KAT6B KAT7 KAT8 KCNIP3 KCTD1 KDM1A KDM1B KDM2A KDM2B KDM4A KDM5A KDM5B KDM5C KDM8 KHDRBS1 KLF10 KLF11 KLF12 KLF16 KLF2 KLF3 KLF4 KLF5 KLF7 KLF8 KMT5A L3MBTL1 L3MBTL2 L3MBTL3 L3MBTL4 LANCL2 LARP7 LBH LCOR LDB1 LDB2 LEF1 LEFTY1 LEP LGR4 LHX1 LHX9 LILRB4 LIMD1 LIMS1 LIN37 LMCD1 LMO1 LMO4 LOXL2 LOXL3 LRRFIP1 LYAR MACROH2A1 MACROH2A2 MAD2L2 MAEL MAF MAF1 MAFB MAFF MAFG MAFK MAGEA1 MAGEA10 MAGEA11 MAGEA12 MAGEA13P MAGEA2 MAGEA2B MAGEA3 MAGEA4 MAGEA6 MAGEA8 MAGEA9 MAGEA9B MAGEB1 MAGEB10 MAGEB16 MAGEB17 MAGEB18 MAGEB2 MAGEB3 MAGEB4 MAGEB5 MAGEB6 MAGEB6B MAGEC1 MAGEC2 MAGEC3 MAGED1 MAGED2 MAGED4 MAGED4B MAGEE1 MAGEE2 MAGEF1 MAGEH1 MAGEL2 MAP2K5 MAP3K10 MAX MAZ MBD1 MBD2 MBD3 MBD3L1 MBD3L2 MBD3L2B MBD3L3 MBD3L4 MBD3L5 MBIP MBTD1 MCPH1 MDFI MDFIC MDM2 MDM4 MECOM MECP2 MED1 MED25 MEF2A MEF2C MEIS2 MEN1 MEPCE MESP1 METTL13 MIDEAS MIER1 MIER2 MIER3 MITF MLIP MLX MLXIPL MMP12 MNT MNX1 MORC1 MORC2 MORC3 MOSPD1 MPHOSPH8 MSC MSX1 MSX2 MTA1 MTA2 MTA3 MTDH MTERF3 MUC1 MXD1 MXD3 MXD4 MXI1 MYB MYBBP1A MYC MYF6 MYOCD MYOZ1 MYOZ2 MYPOP MYT1L MZF1 N4BP2L2 NAB1 NAB2 NACC1 NACC2 NANOG NCK1 NCK2 NCOA2 NCOA5 NCOR1 NCOR2 NDN NDUFA13 NELFA NELFB NELFCD NELFE NEUROG3 NFATC2 NFATC3 NFATC4 NFE2L3 NFIB NFIC NFIL3 NFIX NFKB1 NFX1 NIBAN2 NIF3L1 NIPBL NKAP NKRF NKX2-1 NKX2-5 NKX3-1 NKX3-2 NKX6-1 NKX6-2 NKX6-3 NMNAT1 NOC2L NODAL NOG NONO NOP53 NOSTRIN NOTCH1 NOTCH2 NOTCH3 NOTCH4 NPAS1 NPAT NR0B1 NR0B2 NR1D1 NR1D2 NR1H2 NR1H3 NR1H4 NR1I2 NR1I3 NR2C1 NR2C2 NR2E1 NR2E3 NR2F1 NR2F2 NR2F6 NR3C1 NR4A2 NR4A3 NR6A1 NRARP NRG1 NRIP1 NRIP2 NSD1 NSD2 NSMCE3 NUPR2 OGT OLIG2 OLIG3 ORC2 OSR1 OSR2 OTP OTUD7B OVOL1 OVOL2 PA2G4 PAF1 PARP1 PARP10 PARP14 PARP15 PARP9 PASD1 PATZ1 PAWR PAX2 PAX5 PAX6 PAX9 PBXIP1 PCBP3 PCGF1 PCGF2 PCGF6 PCID2 PCNA PDCD4 PDE2A PDGFB PDX1 PEG3 PER1 PER2 PER3 PEX14 PFDN5 PHB1 PHB2 PHC1 PHC2 PHC3 PHF10 PHF12 PHF14 PHF19 PHF21A PHF24 PHF6 PIAS1 PIAS3 PIAS4 PITX1 PKIA PKIG PLAGL1 PLCB1 PLK1 PLK3 PML POLE3 POU1F1 POU2F1 POU3F3 POU4F1 POU4F2 POU5F1 POU6F1 PPARA PPARD PPARG PPARGC1B PPHLN1 PPID PPM1A PPM1F PPP1R13L PRAME PRAMEF1 PRAMEF10 PRAMEF11 PRAMEF12 PRAMEF14 PRAMEF15 PRAMEF17 PRAMEF19 PRAMEF2 PRAMEF20 PRAMEF22 PRAMEF25 PRAMEF27 PRAMEF33 PRAMEF4 PRAMEF5 PRAMEF6 PRAMEF7 PRAMEF8 PRAMEF9 PRDM1 PRDM11 PRDM12 PRDM13 PRDM14 PRDM16 PRDM2 PRDM5 PRDM6 PRDM8 PRDX5 PRICKLE1 PRKN PRMT2 PRMT5 PRMT6 PROP1 PROX1 PRRX1 PSEN1 PSMC5 PSMD10 PSPC1 PTCH1 PTPN2 PTPRK PURA PURB QARS1 RALY RARA RARB RARG RASD1 RB1 RBAK RBBP4 RBBP7 RBBP8 RBFOX2 RBL1 RBM10 RBM15 RBM15B RBPJ RCOR1 RCOR2 RCOR3 RECQL5 RELA RELB RERE RESF1 REST RFC1 RFX3 RFX5 RGN RIF1 RING1 RIOX1 RIOX2 RIPPLY1 RIPPLY2 RIPPLY3 RITA1 RLIM RN7SK RNF168 RNF2 RNF8 RORB RORC RPL10 RPL23 RPS14 RPS6KA5 RREB1 RRP8 RSF1 RTF1 RUNX1 RUNX1T1 RUNX2 RUNX3 RUVBL2 RXRA RYBP SALL1 SALL4 SAMD1 SAMD11 SAMD7 SAP130 SAP18 SAP30 SAP30L SARNP SARS1 SATB1 SATB2 SBNO2 SCAF4 SCAF8 SCAI SCGB1A1 SCMH1 SCML1 SCML2 SCML4 SCRT1 SCRT2 SCX SDCBP SDR16C5 SEMA4D SET SETD5 SETDB1 SETDB2 SF1 SFMBT1 SFMBT2 SFN SFPQ SFRP1 SFRP2 SGF29 SHC1 SHH SHOX2 SIAH2 SIM2 SIN3A SIN3B SINHCAF SIRT1 SIRT2 SIRT6 SIRT7 SIX1 SIX3 SIX4 SIX5 SKI SKIL SKOR1 SKOR2 SLA2 SMAD2 SMAD3 SMAD4 SMAD5 SMAD7 SMARCA2 SMARCA4 SMARCA5 SMARCC2 SMARCE1 SMO SMTNL1 SMURF2 SMYD1 SMYD2 SNAI1 SNAI2 SNAI3 SNCA SNW1 SNX6 SORBS3 SOX1 SOX10 SOX11 SOX12 SOX13 SOX14 SOX15 SOX18 SOX2 SOX3 SOX30 SOX4 SOX6 SOX7 SOX8 SOX9 SP100 SP2 SP3 SP5 SPDEF SPEN SPI1 SPINDOC SQSTM1 SREBF1 SREBF2 SRF SRSF2 SRY SSX1 STAT1 STAT3 STAT6 STRAP STRN3 SUDS3 SUFU SUMO1 SUMO4 SUPT4H1 SUPT5H SUV39H1 SUV39H2 SUZ12 TADA3 TAF1 TAF3 TAF7 TAF9B TAGLN3 TAL1 TASOR TBL1X TBL1XR1 TBL1Y TBR1 TBX15 TBX18 TBX2 TBX20 TBX21 TBX22 TBX3 TBX6 TBXT TCEAL7 TCERG1 TCF21 TCF23 TCF25 TCF3 TCF7 TCF7L2 TCFL5 TCP10L TDG TDP2 TENM2 TET1 TFAP2A TFAP2B TFAP2C TFAP4 TFCP2L1 TFDP2 TFEC TGFB1 TGIF1 TGIF2 TGIF2LX TGIF2LY THAP1 THAP11 THAP5 THAP7 THRA THRB TIMELESS TLE1 TLE2 TLE3 TLE4 TLE5 TLE6 TLE7 TMBIM6 TMPRSS6 TNF TNFRSF4 TNFSF11 TNFSF4 TNP1 TOB1 TOB2 TP53 TP63 TPR TRAF6 TRERF1 TRIB3 TRIM11 TRIM22 TRIM24 TRIM27 TRIM28 TRIM29 TRIM33 TRIM37 TRIM6 TRO TRPS1 TRPV1 TRPV4 TSC22D4 TSG101 TSHZ3 TWIST1 TWIST2 TXN TXNIP UBE2D1 UBE2D3 UBE2I UHRF1 UIMC1 URI1 USP2 USP3 USP47 USP9X UXT VAX1 VAX2 VDR VEGFA VGLL4 VHL VPS72 VSX2 WDR5 WDR82 WDTC1 WFS1 WNT10B WNT11 WNT4 WNT5A WT1 WTIP WWC1 WWC2 WWC3 WWP1 WWP2 WWTR1 XCL1 XRCC5 XRCC6 YAF2 YAP1 YBX3 YEATS2 YWHAQ YWHAZ YY1 ZBED2 ZBED6 ZBTB1 ZBTB10 ZBTB12 ZBTB14 ZBTB16 ZBTB17 ZBTB18 ZBTB2 ZBTB20 ZBTB21 ZBTB25 ZBTB26 ZBTB32 ZBTB33 ZBTB34 ZBTB37 ZBTB38 ZBTB39 ZBTB4 ZBTB42 ZBTB45 ZBTB46 ZBTB49 ZBTB5 ZBTB6 ZBTB7A ZBTB7B ZBTB8A ZC3H4 ZC3H6 ZC3H8 ZEB1 ZEB2 ZFHX3 ZFP36 ZFP37 ZFP57 ZFP69 ZFP69B ZFP90 ZFPM1 ZFPM2 ZFTA ZGLP1 ZGPAT ZHX1 ZHX2 ZHX3 ZIC2 ZKSCAN3 ZMYM2 ZMYM5 ZMYND11 ZMYND15 ZMYND8 ZNF10 ZNF12 ZNF124 ZNF131 ZNF133 ZNF134 ZNF136 ZNF140 ZNF141 ZNF148 ZNF169 ZNF174 ZNF175 ZNF177 ZNF180 ZNF19 ZNF20 ZNF202 ZNF205 ZNF217 ZNF219 ZNF224 ZNF239 ZNF24 ZNF248 ZNF25 ZNF253 ZNF254 ZNF256 ZNF263 ZNF266 ZNF268 ZNF274 ZNF281 ZNF282 ZNF296 ZNF3 ZNF304 ZNF318 ZNF337 ZNF343 ZNF345 ZNF350 ZNF354B ZNF366 ZNF398 ZNF404 ZNF418 ZNF423 ZNF425 ZNF431 ZNF436 ZNF439 ZNF440 ZNF451 ZNF469 ZNF487 ZNF488 ZNF491 ZNF503 ZNF512B ZNF529 ZNF536 ZNF540 ZNF541 ZNF550 ZNF554 ZNF555 ZNF556 ZNF557 ZNF558 ZNF559 ZNF559-ZNF177 ZNF560 ZNF566 ZNF568 ZNF572 ZNF582 ZNF587B ZNF589 ZNF596 ZNF599 ZNF608 ZNF614 ZNF619 ZNF620 ZNF639 ZNF641 ZNF653 ZNF658 ZNF668 ZNF669 ZNF674 ZNF675 ZNF684 ZNF69 ZNF692 ZNF703 ZNF705A ZNF705B ZNF705D ZNF705EP ZNF705G ZNF706 ZNF746 ZNF749 ZNF750 ZNF75A ZNF764 ZNF77 ZNF777 ZNF778 ZNF785 ZNF79 ZNF8 ZNF827 ZNF846 ZNF85 ZNF875 ZNF891 ZNF91 ZNF93 ZP3 ZSCAN10 GOBP_NEGATIVE_REGULATION_OF_RNA_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_RNA_CATABOLIC_PROCESS A1CF ANGEL2 APOBEC1 AXIN2 BOLL CIRBP CSDE1 DAZ1 DAZ2 DAZ3 DAZ4 DAZL DHX34 DHX36 DHX9 DKC1 DND1 E2F1 EIF4ENIF1 ELAVL1 ELAVL4 FMR1 FUS GDNF HNRNPA0 HNRNPAB HNRNPC HNRNPD HNRNPU IGF2BP1 IGF2BP2 IGF2BP3 IKBKE IREB2 LARP1 LARP1B LARP4B LRPPRC MAPK14 MAPKAPK2 MEIOC METTL1 METTL16 MYD88 NAF1 NBAS NOCT NRDE2 NSUN2 PABPC1 PAIP1 PARN PHAX PKP1 PKP3 RBM10 RBM24 RBM46 RBM47 SECISBP2 SLC11A1 SLIRP SYNCRIP TAF15 TARDBP TENT2 TENT4A TENT4B TENT5A TENT5B TENT5C TENT5D THRAP3 TIRAP TOB1 TRAF2 TRAF3IP2 TRAF5 TRDMT1 UPF3A VIP YBX1 YBX3 ZAR1 ZCCHC17 ZFP36 GOBP_NEGATIVE_REGULATION_OF_RNA_SPLICING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_RNA_SPLICING C1QBP CELF4 DYRK1A HNRNPA2B1 HNRNPK NPM1 PCBP4 PTBP1 PTBP2 PTBP3 RBM10 RBM20 RBM42 RBMX RNPS1 RPS13 RPS26 SAP18 SFSWAP SRSF10 SRSF12 SRSF4 SRSF6 SRSF7 SRSF9 TMBIM6 U2AF2 GOBP_NEGATIVE_REGULATION_OF_RUFFLE_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_RUFFLE_ASSEMBLY ABI3 ARHGAP24 EVL KANK1 PFN2 STAP1 TACSTD2 GOBP_NEGATIVE_REGULATION_OF_RYANODINE_SENSITIVE_CALCIUM_RELEASE_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_RYANODINE_SENSITIVE_CALCIUM_RELEASE_CHANNEL_ACTIVITY CALM1 CALM2 CALM3 CASQ2 CLIC2 FKBP1A FKBP1B GSTM2 GSTO1 PKD2 SRI TRDN GOBP_NEGATIVE_REGULATION_OF_SCHWANN_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_SCHWANN_CELL_PROLIFERATION ASCL2 CERS2 DICER1 NF1 NF2 RNF10 SKI SOX10 GOBP_NEGATIVE_REGULATION_OF_SECONDARY_METABOLITE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_SECONDARY_METABOLITE_BIOSYNTHETIC_PROCESS MFSD12 OPN3 RAPGEF2 SLC24A5 WNT5A GOBP_NEGATIVE_REGULATION_OF_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_SECRETION ABAT ABCC8 ACVR1C ADA ADIPOQ ADORA1 ADRA2A ADRA2B ADRA2C ADTRP ANXA1 APOE ASIC1 ATP9A BCR BMP8A BRAF CARTPT CBARP CCN3 CCR2 CD200 CD300A CD74 CD84 CEACAM1 CHGA CNR1 CRH CRHBP CRY1 CRY2 CYP4F2 CYP51A1 DCANP1 DPH3 DRD2 DRD3 DRD4 EDN1 EGF ENY2 ERBB3 ERP29 F2R F2RL1 FAM3D FCGR2B FFAR2 FFAR4 FGF23 FKBP1B FMR1 FOXF1 FOXO1 FRMD4A GABBR1 GHRL GHSR GJA1 GNAI2 GNAZ GRM7 HADH HLA-F HMGCR HRH3 HTR1B IL11 IL12A IL12B IL13RA2 IL1B IL1RAPL1 INHA INHBA INHBB INS IRS1 JAGN1 KCNB1 KCNJ11 KLF7 LEP LGALS9 LIF LILRB1 MAOB MIDN MIR146A MIR199A1 MIR19A MIR19B1 MIR29B1 MIR30C1 MIR33A MIR766 MIR93 MTNR1B NCKAP1L NDUFAF2 NEO1 NEUROG1 NF1 NMB NOTCH1 NPSR1 NPVF NPY5R NR1H3 NRG1 OPRK1 OPRM1 OSM P2RY1 PDE8B PFKL PIM3 PLA2R1 PNKD PPP3CA PRKG1 PRKN PSMD9 PTGER3 PTPN11 RAB11FIP1 RAB11FIP3 RAB11FIP5 RAB33B RAB7A RABGEF1 RAP1A RAP1B RAP1BL REST RHBDF1 RHBDF2 RSAD2 SCT SERGEF SFRP1 SIRT4 SLC30A1 SMCR8 SNCA SPI1 SPX SREBF1 STK39 STXBP3 STXBP6 SYT11 SYT4 SYTL4 TACR2 TFF2 TIFAB TNF TNFRSF1A TNFRSF1B TRH TSPO UCN UCP2 VAMP3 VAMP8 VPS4B VSNL1 WDR41 WNK1 WNK4 GOBP_NEGATIVE_REGULATION_OF_SEQUESTERING_OF_TRIGLYCERIDE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_SEQUESTERING_OF_TRIGLYCERIDE ABHD5 OSBPL8 PNPLA2 PPARA PPARG TREM2 GOBP_NEGATIVE_REGULATION_OF_SERINE_TYPE_ENDOPEPTIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_SERINE_TYPE_ENDOPEPTIDASE_ACTIVITY ANXA8 ANXA8L1 CR1 MIR19B1 SPINK2 GOBP_NEGATIVE_REGULATION_OF_SERINE_TYPE_PEPTIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_SERINE_TYPE_PEPTIDASE_ACTIVITY ANXA8 ANXA8L1 CR1 MIR19B1 SPINK2 SPINK5 GOBP_NEGATIVE_REGULATION_OF_SEROTONIN_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_SEROTONIN_SECRETION CNR1 HRH3 HTR1B LILRB1 MAOB GOBP_NEGATIVE_REGULATION_OF_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_SIGNALING AATF ABCA7 ABCC8 ABHD6 ABL1 ABL2 ACAA2 ACE2 ACHE ACKR3 ACOD1 ACP4 ACTN3 ACVR1 ACVR1C ADA ADAM17 ADAMTS12 ADAMTSL2 ADAR ADCY8 ADGRA2 ADGRG3 ADIPOQ ADIPOR1 ADM ADNP ADORA1 ADRA2A ADRB2 ADRB3 AGER AGT AGTR2 AHSG AIDA AIM2 AJUBA AKT1 AKT1S1 ALPK2 AMBP AMER1 AMER2 AMFR ANKRD6 AP1AR APC APC2 APCDD1 APCDD1L APELA APLN APLNR APLP1 APOA1 APOD APOE APPL1 AR ARC ARF1 ARG1 ARHGAP12 ARHGAP24 ARHGAP25 ARHGAP35 ARHGAP42 ARHGAP44 ARHGEF2 ARID4A ARID4B ARMC10 ARR3 ARRB1 ARRB2 ARRDC1 ARRDC3 ASAH2 ASH1L ASPN ASXL1 ATAD1 ATAD5 ATF3 ATF4 ATF6B ATM ATP2B4 ATXN3 AVP AXIN1 AXIN2 BAG5 BAK1 BAMBI BANK1 BARX1 BAX BCHE BCL2 BCL2L1 BCL2L2 BCL3 BCL6 BCL9L BDKRB2 BDNF BECN2 BEND6 BFAR BICC1 BICD1 BID BIRC6 BIRC7 BMAL1 BMI1 BMP2 BMP4 BMP5 BMP7 BMP8A BMPER BMT2 BOK BPIFB1 BRAP BRCA1 BRMS1 BRMS1L BTN2A2 BTRC C12orf43 C1QBP C1QL4 C1QTNF3 C3orf33 C8orf44-SGK3 CAAP1 CACTIN CADM1 CADM4 CALR CARD16 CARD19 CARD8 CARTPT CASC2 CASP8 CASTOR1 CASTOR2 CASTOR3P CAV1 CAV2 CAV3 CAVIN3 CBFA2T2 CBL CBLB CBLC CBLN1 CBY1 CCAR2 CCDC125 CCDC22 CCDC3 CCDC88C CCL5 CCN3 CCNC CD109 CD160 CD22 CD2AP CD300A CD300LF CD38 CD3E CD44 CD46 CD47 CD74 CDC34 CDH2 CDK20 CDK3 CDK5RAP3 CDKN2D CEACAM1 CER1 CFLAR CGNL1 CHAC1 CHD8 CHGA CHMP6 CHP1 CHRD CHRDL1 CHRDL2 CHRNA10 CHST11 CIB1 CIDEA CILP CISH CIT CITED1 CLEC12B CLOCK CLU CNKSR3 CNOT1 CNOT2 CNOT7 CNOT9 CNR2 COL2A1 CPNE1 CPTP CREB3 CREB3L1 CRH CRHBP CRIM1 CRTC3 CRY1 CRY2 CRYBA1 CSF2 CSK CSNK1A1 CSNK1A1L CSNK1E CSNK2A1 CSNK2A2 CTDSPL2 CTH CTHRC1 CTNNA1 CTNNB1 CTNNBIP1 CTNND1 CTTN CUL3 CX3CL1 CX3CR1 CXCL12 CXCL8 CXXC4 CYLD CYP26A1 CYP26B1 CYP26C1 CYP7B1 CYRIB DAB1 DAB2 DAB2IP DACT1 DACT2 DACT3 DAG1 DAND5 DCN DCST1 DDIAS DDIT3 DDIT4 DDIT4L DDRGK1 DDX39B DDX3X DEFB114 DEFB118 DEPDC5 DEPTOR DGKD DGKG DGKZ DHRS3 DHX58 DKK1 DKK2 DKK3 DKK4 DKKL1 DLC1 DLG1 DLG5 DLK1 DLK2 DLL1 DLL3 DLL4 DLX1 DLX2 DNAJA1 DNAJB9 DRAXIN DRD1 DRD2 DRD3 DRD5 DUSP1 DUSP10 DUSP13 DUSP16 DUSP19 DUSP2 DUSP22 DUSP26 DUSP29 DUSP3 DUSP4 DUSP5 DUSP6 DUSP7 DUSP8 DUSP9 DYRK1A DYRK2 DYRK3 ECM1 EDN1 EFNA1 EGFL7 EGFR EGR1 EID2 EIF3A EIF4E2 ELF1 ELL3 EMD EMILIN1 ENDOG ENO1 ENPP1 ENTREP1 ENY2 EPHA2 EPHA4 EPHB2 EPM2A EPN2 EPO ERBB3 ERBIN ERRFI1 ESR1 EYA1 EYA2 EYA3 EYA4 EZH2 EZR F2RL1 FAIM FAIM2 FAM3D FAM89B FBLN1 FBN1 FBN2 FBP1 FBXL2 FBXO7 FBXW7 FCGR2B FCRL3 FERMT1 FFAR2 FFAR4 FGA FGB FGF10 FGF2 FGF23 FGF9 FGG FHL2 FIGNL1 FKBP1A FKBP1B FKTN FLCN FMR1 FNIP1 FOXH1 FOXM1 FOXO1 FOXP1 FRMD8 FRMD8P1 FRZB FST FSTL3 FSTL4 FUZ FXN FYN FZD1 FZD6 FZD9 G3BP1 GABBR1 GAS6 GATA1 GATA2 GATA3 GATA4 GBA1 GBP1 GBP7 GCLC GCLM GDF15 GDF3 GDNF GFRAL GGNBP2 GHITM GHRL GHSR GIGYF2 GIPR GJA1 GLG1 GLI1 GLI3 GLIS2 GNAI2 GNAZ GPATCH3 GPC1 GPC3 GPD1L GPER1 GPR108 GPR155 GPR161 GPR21 GPR37L1 GPRASP1 GPRC5A GPS2 GPX1 GRAMD4 GRB10 GRB14 GRB7 GREM1 GREM2 GRIA1 GRID2 GRID2IP GRIK2 GRIK3 GRINA GRK2 GRK3 GRM2 GRM5 GSC GSK3A GSK3B GSTP1 GTF2H2 H2BC11 HADH HAPSTR1 HDAC1 HDAC2 HDAC3 HDAC7 HECW1 HEG1 HELLS HERC4 HERPUD1 HEY1 HEY2 HEYL HGF HGS HHEX HHIP HIC1 HIF1A HIF1AN HIPK2 HIPK3 HJV HLA-G HMGB2 HMGXB4 HMOX1 HOMER2 HOMER3 HRG HSP90AB1 HSPA1A HSPA1B HSPA5 HSPA8 HSPB1 HTR1B HTR2A HTR2B HTRA1 HTRA2 HTRA3 HTRA4 HTT HYAL2 HYOU1 ICAM1 IER3 IFI35 IFI6 IFT122 IFT172 IFT80 IGBP1 IGF1 IGF1R IGFBP1 IGFBP2 IGFBP3 IGFBP4 IGFBP5 IGFBP6 IGSF1 IL10 IL11 IL12A IL12B IL17RD IL19 IL1A IL1B IL1R2 IL1RN IL36RN IL4 IL6 IL7 ING1 ING2 INHA INHBA INHBB INPP5A INPP5D INPP5F INPP5K INPPL1 INS INSIG1 INSIG2 INTS9 INVS IQSEC2 IRAK3 IRF4 IRGM IRS1 ISG15 ISL1 ITCH ITFG2 ITGA1 ITGA3 ITGA6 ITGAV ITGB1 ITGB1BP1 ITPR1 ITPRIP IVNS1ABP JADE1 JAGN1 KANK1 KANK2 KBTBD6 KBTBD7 KCNB1 KCNJ11 KCTD10 KCTD13 KCTD21 KCTD6 KDM1A KICS2 KIF26A KIF7 KLF7 KLHL31 KLK14 KPTN KREMEN1 LACRT LAPTM5 LATS1 LATS2 LAX1 LBH LDLR LDLRAD4 LEMD2 LEMD3 LEP LEPROT LEPROTL1 LFNG LGALS3 LGMN LGR4 LIF LILRA2 LILRA4 LILRB2 LILRB4 LIMD1 LITAF LMBR1L LMNA LMO3 LONP1 LPAR1 LPXN LRP1 LRP2 LRP4 LRPAP1 LRRC14 LRRK2 LTBP1 LTF LYN LZIC LZTR1 LZTS2 MAD2L1BP MAD2L2 MAGEA1 MAGEA3 MAGI2 MAP2K3 MAP2K5 MAPK14 MAPK3 MAPK7 MAPK8IP1 MAPK8IP2 MAPKAP1 MAPKAPK5 MAPKBP1 MAPT MARCHF7 MARK3 MARVELD3 MAZ MCC MCL1 MDFI MDK MDM2 MECOM MEFV MEGF8 MEIS3 MEN1 MESP1 MET METTL3 MFHAS1 MFN2 MGRN1 MICOS10-NBL1 MIDN MIF MINAR1 MIOS MIR1-1 MIR100 MIR103A1 MIR106A MIR107 MIR1224 MIR125A MIR125B1 MIR1271 MIR130A MIR132 MIR133A1 MIR133B MIR135A1 MIR137 MIR138-1 MIR140 MIR145 MIR146A MIR149 MIR152 MIR15A MIR15B MIR16-1 MIR17 MIR181A2 MIR181B1 MIR185 MIR18A MIR195 MIR199A1 MIR19A MIR19B1 MIR200C MIR204 MIR205 MIR206 MIR20A MIR21 MIR210 MIR214 MIR218-1 MIR221 MIR222 MIR223 MIR23A MIR24-1 MIR26A1 MIR26B MIR27A MIR27B MIR29A MIR29B1 MIR29C MIR302C MIR30C2 MIR329-1 MIR342 MIR34A MIR34B MIR34C MIR361 MIR373 MIR375 MIR379 MIR424 MIR449A MIR497 MIR498 MIR503 MIR508 MIR519D MIR520C MIR520D MIR564 MIR573 MIR665 MIR708 MIR766 MIR885 MIR9-1 MIR92A1 MIR92B MIR93 MIR98 MIR99A MIRLET7A1 MIRLET7C MIRLET7E MIRLET7F1 MIRLET7G MKRN2 MLLT3 MMP12 MMP14 MMP9 MMRN2 MNT MOSMO MPIG6B MPV17L MRAP MRAP2 MSTN MTM1 MTMR4 MTNR1B MTOR MUC1 MUL1 MVP MYADM MYC MYOC MYOCD MYOZ1 MYOZ2 NAIP NANOS3 NBL1 NCK1 NCK2 NCL NCOA5 NCOR1 NCOR2 NDRG2 NDRG4 NDUFA13 NDUFAF2 NDUFS3 NECAB2 NEDD4 NEURL1 NEUROD1 NF1 NF2 NFATC4 NFE2L2 NFKBIA NFKBIL1 NGFR NHERF1 NHERF4 NIBAN2 NKD1 NKD2 NKX2-1 NKX2-5 NKX3-1 NLK NLRC3 NLRC5 NLRP12 NLRP2 NLRP2B NLRP3 NLRP6 NLRX1 NMB NME5 NMI NOC2L NOD2 NODAL NOG NOL3 NOMO1 NOMO3 NONO NOP53 NOS3 NOTCH1 NOTUM NPC1 NPHP3 NPHP4 NPLOC4 NPPA NPRL2 NPRL3 NPVF NPY5R NR0B1 NR1D1 NR1H2 NR1H3 NR1H4 NR4A2 NRARP NRP1 NRROS NUAK1 NUAK2 NUP62 NXN OAS1 OAS3 OGT ONECUT1 ONECUT2 OPA1 OPRK1 OPRL1 OPRM1 OPTN OSM OTOP1 OTUD3 OTUD4 OTUD5 OTUD7B P2RX7 PADI2 PAFAH1B1 PAK1IP1 PAK5 PALM PALM3 PAQR3 PARK7 PARL PARP14 PAWR PBK PBLD PCDH17 PCGF2 PCSK9 PDCD4 PDCD6 PDE10A PDE11A PDE2A PDE3A PDE3B PDE4B PDE4D PDE8B PDPK1 PDX1 PEA15 PEBP1 PEG10 PELI3 PER1 PF4 PFDN5 PFKL PHACTR4 PHB1 PHB2 PHF14 PHIP PHLDA3 PHLPP1 PHPT1 PIAS2 PIAS4 PIBF1 PICK1 PID1 PIH1D1 PIK3CB PIK3IP1 PIK3R2 PIM3 PIN1 PINK1 PIP4K2A PIP4K2B PIP4K2C PKHD1 PLAUR PLCL2 PLEK PLEKHA1 PLIN5 PLK2 PMEPA1 PPARA PPARG PPEF2 PPIA PPIF PPM1A PPM1B PPM1N PPP1R10 PPP1R15A PPP1R15B PPP2CA PPP2CB PPP2R1A PPP3CA PPP3CB PRAME PRAP1 PRDM14 PRDM15 PRDM16 PRDX2 PRELID1 PRICKLE1 PRKAA1 PRKAA2 PRKACA PRKACB PRKCB PRKCD PRKCQ PRKCZ PRKN PRMT1 PRNP PRR5L PRRT1 PSCA PSEN1 PSMD10 PSMD9 PSME3 PTCH1 PTCH2 PTEN PTGIR PTGS2 PTK2B PTPN1 PTPN11 PTPN12 PTPN18 PTPN2 PTPN22 PTPN3 PTPN6 PTPRC PTPRD PTPRE PTPRJ PTPRO PTPRR PTPRS PTPRT PTPRU PTTG1IP PVRIG PXDN PYCARD PYCR1 PYDC1 PYDC2 PYDC5 QARS1 RAB11FIP1 RAB11FIP3 RAB11FIP5 RAB7A RAB7B RABGEF1 RACK1 RAF1 RANBP9 RASA2 RASA3 RASA4 RASA4B RASAL1 RASAL3 RASIP1 RASL11B RASSF2 RB1 RB1CC1 RBBP4 RBBP7 RBMS3 RBPMS2 RBX1 RCAN1 RELA REST RFFL RFX4 RFX8 RGS1 RGS10 RGS11 RGS12 RGS13 RGS14 RGS16 RGS17 RGS18 RGS19 RGS2 RGS20 RGS21 RGS22 RGS3 RGS4 RGS5 RGS6 RGS7 RGS7BP RGS8 RGS9 RGS9BP RHOA RHOH RIOK3 RIPK1 RIPOR2 RITA1 RNF113A RNF115 RNF125 RNF126 RNF149 RNF152 RNF167 RNF213 RNF34 RNF43 ROBO1 RORA RPGRIP1L RPH3AL RPS6KA1 RPS6KA6 RPS6KB1 RRM2B RRN3 RTKN2 RUBCN RUNX2 RUVBL2 SAG SAMHD1 SAP130 SAP30 SAP30L SARM1 SCAI SCG2 SCRT2 SCYL2 SDHAF2 SEC13 SEC14L1 SEH1L SELENOS SEMA6A SERPINB3 SERPINE1 SERPINE2 SESN1 SESN2 SESN3 SFRP1 SFRP2 SFRP4 SFRP5 SGK3 SH2B3 SH2D1A SH3BP1 SH3BP4 SH3RF1 SH3RF2 SHANK2 SHANK3 SHH SHISA2 SHISA3 SHISA6 SIAH2 SIGIRR SIN3A SINHCAF SIRPA SIRT1 SIRT2 SIRT3 SIRT4 SKI SKIL SKOR1 SKOR2 SLA2 SLAMF1 SLC24A1 SLC24A2 SLC24A4 SLC25A31 SLC25A4 SLC25A5 SLC25A6 SLC27A4 SLC2A10 SLC35C1 SLC35F6 SLC39A8 SLC6A1 SLC6A4 SLIT2 SLIT3 SMAD4 SMAD5 SMAD6 SMAD7 SMARCA4 SMPD1 SMPDL3B SMURF1 SMURF2 SNAI1 SNAI2 SNCA SNX13 SNX25 SNX5 SNX6 SOCS1 SOCS2 SOCS3 SOCS4 SOCS5 SOCS6 SOCS7 SOD2 SORCS2 SORCS3 SORL1 SOST SOSTDC1 SOX10 SOX13 SOX17 SOX2 SOX30 SOX9 SPAAR SPART SPI1 SPINK1 SPRED1 SPRED2 SPRED3 SPRY1 SPRY2 SPRY3 SPRY4 SRC SREBF1 SRF SRMS SSTR4 STAMBP STAP1 STAT1 STAT2 STAU2 STK11 STK3 STK38 STK4 STMN1 STMN3 STRADB STRAP STRN3 STUB1 STXBP1 STYXL2 SUDS3 SUFU SULF1 SULF2 SYNGAP1 SYNJ2BP SYT4 SYTL4 SYVN1 SZT2 TACR2 TAF9 TAF9B TANK TAOK3 TARBP2 TAX1BP3 TBC1D10C TBC1D7 TBK1 TBX18 TBX20 TCF21 TCF7L2 TCIM TERT TET1 TGFB2 TGFB3 TGFBR1 TGFBR3 THBS1 THOC1 THOC5 THY1 TIMP3 TKFC TLE1 TLE2 TLE3 TLE4 TLE5 TLE6 TLE7 TLR4 TLR6 TLR9 TMBIM1 TMBIM6 TMED2 TMEM127 TMEM131L TMEM14A TMEM161A TMEM170B TMEM53 TMEM64 TMEM88 TMEM88B TMPRSS6 TMSB4X TNF TNFAIP1 TNFAIP3 TNFAIP6 TNFAIP8L1 TNIP1 TNIP3 TNN TNR TNS2 TOB1 TP53 TP63 TPBG TPBGL TPRG1L TPT1 TRABD2A TRABD2B TRAIP TRAP1 TRAT1 TREM2 TREX1 TRIAP1 TRIB1 TRIM11 TRIM15 TRIM31 TRIM32 TRIM33 TRIM39 TRIM40 TRIM59 TRIM60 TRIM67 TRIM72 TSC1 TSC2 TSG101 TSKU TSPAN15 TSPAN6 TSPO TSSK1B TSSK2 TSSK3 TSSK6 TTLL12 TULP3 TWIST1 TWSG1 TXNDC12 TYRO3 UACA UBAC2 UBASH3A UBASH3B UBE2B UBE2D1 UBE2D3 UBE2N UBE2W UBE3A UBQLN1 UBQLN2 UBR1 UBR2 UCHL1 UCMA UCN UCP2 UFD1 UFL1 ULK3 UNC5B URI1 USP10 USP15 USP18 USP20 USP47 USP7 VASN VCP VDAC2 VEPH1 VGLL4 VHL VPS11 VPS18 VPS25 VRK3 VSNL1 VWC2 VWC2L WDR24 WDR59 WFIKKN1 WFIKKN2 WFS1 WIF1 WNK2 WNT1 WNT11 WNT16 WNT4 WNT5A WTIP WWC1 WWC2 WWC3 WWOX WWP2 WWTR1 XBP1 XDH XIAP YAP1 YBX3 YJU2 YTHDF2 YTHDF3 YWHAB YWHAG YWHAZ ZBTB7A ZC3H12A ZC3HC1 ZDHHC12 ZFYVE28 ZGPAT ZMYND11 ZNF366 ZNF385A ZNF451 ZNF536 ZNF592 ZNF653 ZNF675 ZNRF3 ZNRF4 GOBP_NEGATIVE_REGULATION_OF_SIGNALING_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_SIGNALING_RECEPTOR_ACTIVITY ACE2 CALCR CBL CBLB CBLC CHMP6 CLEC12B CNRIP1 CRHBP EPHB2 ERRFI1 GPRC5A HFE LILRB4 MIR185 PPARA PPARG RAMP3 SLC6A9 SNX6 SOCS4 SOCS5 TNF TSG101 VPS25 ZFYVE28 ZGPAT GOBP_NEGATIVE_REGULATION_OF_SIGNAL_TRANSDUCTION_BY_P53_CLASS_MEDIATOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_SIGNAL_TRANSDUCTION_BY_P53_CLASS_MEDIATOR ARMC10 ATAD5 BCL2 BDKRB2 CD44 CD74 DYRK1A DYRK3 ELL3 HAPSTR1 ING2 KDM1A MARCHF7 MDM2 MIF MIR21 MUC1 NOP53 PRKN PSMD10 PTTG1IP RFFL RNF34 RRM2B RRN3 SIRT1 SNAI1 SNAI2 TAF9 TAF9B TRIAP1 TWIST1 YJU2 ZNF385A GOBP_NEGATIVE_REGULATION_OF_SIGNAL_TRANSDUCTION_IN_ABSENCE_OF_LIGAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_SIGNAL_TRANSDUCTION_IN_ABSENCE_OF_LIGAND AKT1 BCL2 BCL2L1 C8orf44-SGK3 COL2A1 CSF2 CTNNA1 CX3CL1 EYA1 EYA2 EYA3 EYA4 FGF10 GATA1 GDNF GFRAL HSPA1A HSPA1B IFI6 IL1A IL1B IL7 MAP2K5 MAPK7 MCL1 PF4 PRDX2 RIPK1 SGK3 SNAI2 STRADB TERT TNF UNC5B ZC3HC1 GOBP_NEGATIVE_REGULATION_OF_SINGLE_STRANDED_VIRAL_RNA_REPLICATION_VIA_DOUBLE_STRANDED_DNA_INTERMEDIATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_SINGLE_STRANDED_VIRAL_RNA_REPLICATION_VIA_DOUBLE_STRANDED_DNA_INTERMEDIATE AICDA APOBEC3A APOBEC3B APOBEC3C APOBEC3D APOBEC3F APOBEC3G APOBEC3H HMGA2 INPP5K MORC2 MPHOSPH8 RESF1 SETDB1 TASOR TRIM28 GOBP_NEGATIVE_REGULATION_OF_SISTER_CHROMATID_COHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_SISTER_CHROMATID_COHESION ATRX ESPL1 NAA10 TNKS WAPL GOBP_NEGATIVE_REGULATION_OF_SKELETAL_MUSCLE_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_SKELETAL_MUSCLE_CELL_DIFFERENTIATION AKIRIN1 EPHB1 MSTN MYOCD SIX4 GOBP_NEGATIVE_REGULATION_OF_SKELETAL_MUSCLE_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_SKELETAL_MUSCLE_CELL_PROLIFERATION AKIRIN1 CAV2 EPHB1 MSTN SIX5 GOBP_NEGATIVE_REGULATION_OF_SMAD_PROTEIN_SIGNAL_TRANSDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_SMAD_PROTEIN_SIGNAL_TRANSDUCTION CCN3 CILP EID2 FAM89B LDLRAD4 LRP1 MIR130A MIR140 MIR146A MIR195 MIR205 MIR23A MIR26B MIR27A MIR885 PBLD PMEPA1 PPARG SMAD6 SMAD7 TBX20 UCMA VEPH1 GOBP_NEGATIVE_REGULATION_OF_SMALL_GTPASE_MEDIATED_SIGNAL_TRANSDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_SMALL_GTPASE_MEDIATED_SIGNAL_TRANSDUCTION ABL2 ARHGAP12 ARHGAP24 ARHGAP25 ARHGAP35 ARHGAP42 ARHGAP44 BCL6 CCDC125 CD2AP CGNL1 CUL3 CYRIB DAB2IP DLC1 EPHB2 FBP1 FLCN HEG1 ITGA3 ITGB1 KANK1 KCTD10 KCTD13 LZTR1 MAPKAP1 MET MFN2 MYOC NF1 NUP62 PPP2CB RABGEF1 RASA2 RASA3 RASA4 RASA4B RASAL1 RASAL3 RASIP1 RIPOR2 SCAI SH3BP1 SLIT2 SPRY1 SPRY2 SPRY3 SPRY4 STAMBP STMN1 STMN3 SYNGAP1 TGFB2 TNFAIP1 TRIM67 GOBP_NEGATIVE_REGULATION_OF_SMALL_MOLECULE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_SMALL_MOLECULE_METABOLIC_PROCESS ACACB ACADL ACADVL ACMSD ACTN3 ADIPOQ AKR1C3 AKT1 ALDOB APOC1 APOC3 APOE APPL2 ATCAY ATP2B4 BCKDK BMP2 BMP5 BRCA1 C1QTNF12 C1QTNF3 CBFA2T3 CDA CEACAM1 CH25H CLK2 CNR1 CRY1 CYP27B1 CYP7A1 DCAF5 DDIT4 DKK3 DKKL1 EP300 ERFE ERLIN1 ERLIN2 ETFBKMT FBP1 FGF19 FIS1 FLCN FMO1 FMO2 FMO4 GCK GFI1 GIT1 GSK3A H19 HDAC4 IER3 INS INSIG1 INSIG2 KAT2A KLHL25 LEPR MALRD1 MFSD2A MIR132 MIR185 MIR204 MIR21 MIR30C1 MIR33A MIR342 MIR548P MIR675 MIR766 MIR98 MST1 NCOR1 NFKB1 NUPR1 PARP1 PFKFB1 PGP PIBF1 PID1 PLEK PLIN5 PPARA PPP2CA PRKACA PRKG1 PRMT3 PROX1 RD3 REST SCAP SERPINA12 SIK1 SIRT1 SIRT4 SIRT6 SLC22A13 SLC4A1 SNAI1 SNAI2 SOD1 SOGA1 SOX9 STAT3 TCF7L2 TIGAR TP53 TRIB3 TSPO UBR4 UGT1A8 USP7 WDTC1 WNT4 GOBP_NEGATIVE_REGULATION_OF_SMOOTHENED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_SMOOTHENED_SIGNALING_PATHWAY BTRC CD3E CDK20 ENPP1 GLI3 GLIS2 GPC3 GPR161 GPR37L1 HERC4 HHIP IFT122 IFT172 KCTD21 KCTD6 KIF7 MEGF8 MGRN1 MOSMO PRKACA PRKACB PTCH1 PTCH2 RACK1 RB1 RFX4 RFX8 RUNX2 SERPINE2 SUFU TMED2 TULP3 ULK3 VCP GOBP_NEGATIVE_REGULATION_OF_SMOOTHENED_SIGNALING_PATHWAY_INVOLVED_IN_DORSAL_VENTRAL_NEURAL_TUBE_PATTERNING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_SMOOTHENED_SIGNALING_PATHWAY_INVOLVED_IN_DORSAL_VENTRAL_NEURAL_TUBE_PATTERNING CDK20 GPR161 PRKACA PRKACB SUFU TMED2 TULP3 GOBP_NEGATIVE_REGULATION_OF_SMOOTH_MUSCLE_CELL_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_SMOOTH_MUSCLE_CELL_APOPTOTIC_PROCESS APOH DIPK2A DNMT1 EDN1 GRIA4 IGF1 LRP6 LYPD3 MIR138-1 MIR17 MIR21 MIR210 MIR92A1 SLC7A5 GOBP_NEGATIVE_REGULATION_OF_SMOOTH_MUSCLE_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_SMOOTH_MUSCLE_CELL_DIFFERENTIATION ANKRD17 DNMT1 EREG FGF9 FOXO4 HEY2 MECP2 MED28 MIR100 MIR15B MIR199B MIR21 MIR221 MIR26A1 NFATC1 NFATC2 NFATC3 PDCD4 PDGFB PRDM6 RBPMS2 SHH GOBP_NEGATIVE_REGULATION_OF_SMOOTH_MUSCLE_CELL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_SMOOTH_MUSCLE_CELL_MIGRATION ABHD2 ADIPOQ AIF1 BMP4 BMPR1A CORO1B GNA12 GNA13 IGFBP3 IGFBP5 LRP1 MEF2C MIR1298 MIR137 MIR140 MIR15A MIR182 MIR21 MIR214 MIR218-1 MIR223 MIR34A MIR362 MIR424 MIR503 MIR638 MIR665 MYOCD NDRG4 NF1 NFE2L2 PRKG1 SEMA6D SERPINE1 SLIT2 TAFA5 TPM1 TRIB1 GOBP_NEGATIVE_REGULATION_OF_SMOOTH_MUSCLE_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_SMOOTH_MUSCLE_CELL_PROLIFERATION ACE2 ADIPOQ AIF1 ANG APLN APOD APOE BMP2 BMP4 BMPR2 CDKN1A CDKN1B CNN1 CTNNBIP1 EFEMP2 GNA12 GNA13 GPER1 HMOX1 IFNG IGFBP3 IGFBP5 IL10 IL12A IL12B MEF2C MFN2 MIR1-1 MIR1298 MIR133A1 MIR137 MIR140 MIR143 MIR145 MIR15A MIR182 MIR185 MIR214 MIR223 MIR339 MIR34A MIR362 MIR424 MIR4632 MIR503 MIR638 MIR665 MIR96 MYOCD NDRG2 NDRG4 NOS3 NPR1 OGN PDCD4 PPARG PPARGC1A PRKG1 PTEN PTGIR RBM10 SF1 SOD2 TAFA5 TGFB3 TNFAIP3 TPM1 TRIB1 VIP VIPR2 GOBP_NEGATIVE_REGULATION_OF_SMOOTH_MUSCLE_CONTRACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_SMOOTH_MUSCLE_CONTRACTION ADORA2B ADRA2A ADRB2 ARHGAP42 CALCA DOCK4 DOCK5 GUCY1A1 MIR153-1 PRKG1 PTGS2 RGS2 SOD1 GOBP_NEGATIVE_REGULATION_OF_SODIUM_ION_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_SODIUM_ION_TRANSMEMBRANE_TRANSPORT ATP1A2 CAMK2D COMMD1 GRP HECW1 HECW2 MIR192 MIR24-1 MIR448 NEDD4 NEDD4L OSR1 PCSK9 PRKCE STK39 GOBP_NEGATIVE_REGULATION_OF_SODIUM_ION_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_SODIUM_ION_TRANSPORT ATP1A2 CAMK2D COMMD1 GRP HECW1 HECW2 MIR192 MIR24-1 MIR448 NEDD4 NEDD4L NHERF1 OSR1 PCSK9 PRKCE SERPINE2 STK39 WNK4 GOBP_NEGATIVE_REGULATION_OF_SOMATIC_STEM_CELL_POPULATION_MAINTENANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_SOMATIC_STEM_CELL_POPULATION_MAINTENANCE BMP7 HNF1B MIR145 PAX2 PAX8 GOBP_NEGATIVE_REGULATION_OF_SPHINGOLIPID_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_SPHINGOLIPID_BIOSYNTHETIC_PROCESS ABCA2 ORMDL1 ORMDL2 ORMDL3 PRKAA1 SPHK1 GOBP_NEGATIVE_REGULATION_OF_SPROUTING_ANGIOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_SPROUTING_ANGIOGENESIS ADAMTS9 ALOX5 CREB3L1 E2F2 EPN1 EPN2 KLF2 MIR138-1 MIR17 MIR18A MIR19A MIR20A MIR221 MIR30C1 MIR30E MIR329-1 MIR34A MIR34B MIR34C MIR375 MIR377 MIR487B MIR495 MIR92A1 PIK3CB SEMA6A SYNJ2BP THBS1 GOBP_NEGATIVE_REGULATION_OF_STEM_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_STEM_CELL_DIFFERENTIATION BBS12 CDK12 CDK13 ESRRB EZH2 GSK3B HES1 HES5 HNRNPU HSPA9 JAG1 LBH N4BP2L2 NELFB NFE2L2 NOTCH1 PRICKLE1 REST STAT3 TBX3 TCF15 TRIM6 YAP1 YTHDF2 ZFP36 ZFP36L2 GOBP_NEGATIVE_REGULATION_OF_STEM_CELL_POPULATION_MAINTENANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_STEM_CELL_POPULATION_MAINTENANCE ARID4A ARID4B BMP7 BRMS1 BRMS1L HDAC1 HDAC2 HNF1B ING1 ING2 LOXL2 MIR145 OGT PAX2 PAX8 RBBP4 RBBP7 SAP130 SAP30 SAP30L SIN3A SINHCAF SUDS3 TET1 WNT9B ZNF706 GOBP_NEGATIVE_REGULATION_OF_STEM_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_STEM_CELL_PROLIFERATION CD109 CDKN2C CEBPA FBLN1 FERMT1 FGF10 FGF2 GLI3 IRF6 KDF1 MIR16-1 MIR181A2 MIR221 MIR222 MIR29B1 NF1 NFIB OVOL1 OVOL2 PTCH1 RARB RARG RBPJ SFN SNAI2 TP53 TSC22D1 WNT11 GOBP_NEGATIVE_REGULATION_OF_STEROID_HORMONE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_STEROID_HORMONE_BIOSYNTHETIC_PROCESS ATP1A1 BMP2 BMP5 DKK3 PDE8B REST GOBP_NEGATIVE_REGULATION_OF_STEROID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_STEROID_METABOLIC_PROCESS ABCA2 APOE ATP1A1 BMP2 BMP5 CH25H CYP27B1 DKK3 DKKL1 ERLIN1 ERLIN2 FGF19 GFI1 INSIG1 INSIG2 MALRD1 MIR185 MIR30C1 MIR33A MIR342 MIR548P MIR98 NFKB1 NR0B1 PDE8B PROX1 REST SCAP SNAI1 SNAI2 SOD1 UGT1A1 UGT1A8 WNT4 GOBP_NEGATIVE_REGULATION_OF_STEROL_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_STEROL_TRANSPORT ABCA2 ABCG5 ABCG8 APOA2 APOC1 APOC2 APOC3 EGF MIR128-1 MIR130B MIR144 MIR145 MIR148A MIR17 MIR19B1 MIR206 MIR26A1 MIR27A MIR27B MIR301B MIR302A MIR33A MIR33B MIR613 MIR758 MIR9-1 NFKB1 PCSK9 PLA2G10 SHH SREBF2 GOBP_NEGATIVE_REGULATION_OF_STRESS_ACTIVATED_PROTEIN_KINASE_SIGNALING_CASCADE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_STRESS_ACTIVATED_PROTEIN_KINASE_SIGNALING_CASCADE AIDA AMBP CYLD DACT1 DLG1 DNAJA1 DUSP1 DUSP10 DUSP16 DUSP19 DUSP3 EZR F2RL1 FKTN FOXM1 FOXO1 GPS2 GSTP1 HDAC3 HIPK3 IGBP1 ITCH KLHL31 MAPK8IP1 MARVELD3 MECOM MEN1 MIR20A MIR92A1 MYC NCOR1 NPPA PAFAH1B1 PBK PDCD4 PER1 PINK1 PPIA PRKN PRMT1 PTPN22 QARS1 SERPINB3 SH3RF2 SIRPA TAOK3 TREM2 ZMYND11 ZNF675 GOBP_NEGATIVE_REGULATION_OF_STRIATED_MUSCLE_CELL_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_STRIATED_MUSCLE_CELL_APOPTOTIC_PROCESS AMBRA1 ATG5 BAG3 BMP7 CFLAR GATA4 HAND2 HEY2 HSF1 JAK2 KIFAP3 MDK MIR106B MIR133A1 MIR145 MIR199A1 MIR19A MIR19B1 MIR20A MIR21 MIR24-1 MIR30E MYOCD NFE2L2 NKX2-5 NUPR1 PAX8 PDPK1 PPP1R10 RGL2 SFRP2 SIRT4 SIRT5 GOBP_NEGATIVE_REGULATION_OF_STRIATED_MUSCLE_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_STRIATED_MUSCLE_CELL_DIFFERENTIATION BDNF BHLHA15 BHLHE41 BMP2 CAV3 CCN3 CEACAM5 CTDP1 DKK1 DLL1 EZH2 FOXP1 FRS2 FZD7 G6PD GSK3A HDAC1 HDAC3 HDAC4 HDAC5 MIR199A1 MIR199B MIR200B MIR222 MIR590 MSX1 MYOCD NKX2-5 NOTCH1 PI16 PLPP7 PPARA RGS2 RGS4 RPL3L SMAD4 SOX6 TMEM119 TOMM70 TRIM72 XBP1 YY1 GOBP_NEGATIVE_REGULATION_OF_STRIATED_MUSCLE_CONTRACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_STRIATED_MUSCLE_CONTRACTION ADCY10 ATP1A2 BIN1 GRK2 MIR30E PDE5A PIK3CG SRI ZC3H12A GOBP_NEGATIVE_REGULATION_OF_SUBSTRATE_ADHESION_DEPENDENT_CELL_SPREADING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_SUBSTRATE_ADHESION_DEPENDENT_CELL_SPREADING ACTN4 AP1AR CORO1C DMTN EFNA5 FBLN1 GBP1 ITGB1BP1 KANK1 MELTF POSTN RCC2 SPRY4 TACSTD2 GOBP_NEGATIVE_REGULATION_OF_SUPRAMOLECULAR_FIBER_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_SUPRAMOLECULAR_FIBER_ORGANIZATION ADD1 ADD2 ADD3 APC APC2 APOE ARAP1 ARFGEF1 ARHGAP28 ARHGAP6 ARHGEF18 ARHGEF2 ARHGEF7 ARPIN ATXN7 AVIL BBS4 BMERB1 CAMSAP2 CAPG CAPZA1 CAPZA2 CAPZA3 CAPZB CARMIL1 CARMIL2 CAV3 CDH5 CGNL1 CHADL CIB1 CKAP2 CLASP1 CLASP2 CLIP3 CLU CORO1A CORO1B CORO2B CRACD CRYAB CTNNA2 CYRIB DLC1 DMTN DNAI3 DYRK1A EMILIN1 EML2 EPS8 F11R FGF13 FHOD3 FKBP4 FLII FRMD7 GMFB GMFG GSN HDAC6 HDGFL3 HIP1R HSPA8 IAPP INPP5K KANK1 KANK2 KANK3 KANK4 KATNB1 LDLR LIMA1 LMOD1 LMOD2 LMOD3 MAP1B MAP2 MAP6D1 MAPRE1 MET MID1 MID1IP1 MIR138-1 MIR149 MIR20A MIR21 MIR214 MIR29B1 MIR31 MKKS MTPN MYADM MYOC NAV3 PAK2 PFDN1 PFDN2 PFDN4 PFDN5 PFDN6 PFN1 PFN2 PFN4 PHLDB2 PICK1 PIK3CA PIK3R1 PLEKHH2 PPFIA1 PRKCD PRKN RDX RHPN1 RHPN2 RHPN2P1 S1PR1 SCIN SHANK1 SHANK3 SLIT2 SMAD4 SNCA SPEF1 SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 SSH1 SSH2 SSH3 STMN1 STMN2 SVIL SWAP70 TACSTD2 TAOK1 TBCD TJP1 TMEFF2 TMOD1 TMOD2 TMOD3 TMOD4 TMSB10 TMSB15A TMSB15B TMSB15C TMSB4X TMSB4Y TPX2 TREM2 TRIM54 TRIOBP TTBK2 TUBB4A TWF1 TWF2 VBP1 VIL1 VILL WAS WASF2 WASHC2C WDR47 GOBP_NEGATIVE_REGULATION_OF_SYNAPSE_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_SYNAPSE_ASSEMBLY CBLN1 DKK1 EPHA7 PTPN13 ROBO2 SLIT1 TLR2 WNT5A GOBP_NEGATIVE_REGULATION_OF_SYNAPSE_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_SYNAPSE_ORGANIZATION ARHGEF15 CBLN1 DKK1 EPHA7 NEUROD2 NFATC4 PTPN13 ROBO2 SLIT1 TLR2 WNT5A GOBP_NEGATIVE_REGULATION_OF_SYNAPTIC_TRANSMISSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_SYNAPTIC_TRANSMISSION ABHD6 ACHE ADCY8 ADIPOQ ADNP ADORA1 AGER ARC ARF1 ATAD1 BCHE CBLN1 CD38 CNR2 DRD1 DRD2 DRD3 DRD5 FMR1 GABBR1 GNAI2 GRIA1 GRID2 GRID2IP GRIK2 GRIK3 GRM2 HTR1B HTR2A IL1B IQSEC2 KCNB1 LILRB2 MAPT NPY5R PCDH17 PICK1 PLK2 PRRT1 PTGS2 PTK2B SHANK2 SHANK3 SLC24A1 SLC24A2 SLC6A1 SLC6A4 SORCS2 SORCS3 SRF STAU2 STXBP1 TNR TPRG1L GOBP_NEGATIVE_REGULATION_OF_SYNAPTIC_TRANSMISSION_GABAERGIC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_SYNAPTIC_TRANSMISSION_GABAERGIC ADORA1 CNR2 HTR1B NPY5R SLC6A1 STXBP1 GOBP_NEGATIVE_REGULATION_OF_SYNAPTIC_TRANSMISSION_GLUTAMATERGIC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_SYNAPTIC_TRANSMISSION_GLUTAMATERGIC ADORA1 ATAD1 DRD2 DRD3 GRIK2 GRIK3 HTR1B HTR2A GOBP_NEGATIVE_REGULATION_OF_SYNAPTIC_VESICLE_EXOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_SYNAPTIC_VESICLE_EXOCYTOSIS BRAF FMR1 RAP1A RAP1B RAP1BL SYT4 GOBP_NEGATIVE_REGULATION_OF_SYNCYTIUM_FORMATION_BY_PLASMA_MEMBRANE_FUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_SYNCYTIUM_FORMATION_BY_PLASMA_MEMBRANE_FUSION CFLAR CXCL10 MIR515-1 RAPGEF3 TMEM182 GOBP_NEGATIVE_REGULATION_OF_SYSTEMIC_ARTERIAL_BLOOD_PRESSURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_SYSTEMIC_ARTERIAL_BLOOD_PRESSURE ADORA1 ADRA1A ADRB1 ADRB2 ADRB3 AGTR2 ARHGAP42 BBS4 BMPR2 CALCA GPR37L1 IER3 KCNK6 KL MIR17 NPPA NPPB NTSR1 PRCP SOD2 TNF TRPV1 GOBP_NEGATIVE_REGULATION_OF_TELOMERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_TELOMERASE_ACTIVITY CERS1 ERCC4 MEN1 PARP3 PIF1 PINX1 POT1 SRC TERF1 TP53 GOBP_NEGATIVE_REGULATION_OF_TELOMERE_CAPPING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_TELOMERE_CAPPING ATM ERCC1 ERCC4 NBN RAD50 SMG6 TERF2 XRCC1 GOBP_NEGATIVE_REGULATION_OF_TELOMERE_MAINTENANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_TELOMERE_MAINTENANCE ACD ATM CTC1 DCP2 ERCC1 ERCC4 EXOSC10 GNL3L HNRNPA1 HNRNPC HNRNPU NAT10 NBN PARP1 PIF1 PINX1 POT1 RAD50 RTEL1 SLX1A SLX1B SLX4 SMG6 SRC STN1 TEN1 TENT4B TERF1 TERF2 TERF2IP TINF2 TNKS TNKS2 XRCC1 XRN1 GOBP_NEGATIVE_REGULATION_OF_TELOMERE_MAINTENANCE_VIA_TELOMERASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_TELOMERE_MAINTENANCE_VIA_TELOMERASE ACD CTC1 DCP2 EXOSC10 GNL3L HNRNPA1 HNRNPC HNRNPU NAT10 PIF1 PINX1 POT1 SRC STN1 TEN1 TENT4B TERF1 TERF2 TINF2 XRN1 GOBP_NEGATIVE_REGULATION_OF_TELOMERE_MAINTENANCE_VIA_TELOMERE_LENGTHENING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_TELOMERE_MAINTENANCE_VIA_TELOMERE_LENGTHENING ACD CTC1 DCP2 ERCC4 EXOSC10 GNL3L HNRNPA1 HNRNPC HNRNPU NAT10 PARP1 PIF1 PINX1 POT1 SLX1A SLX1B SLX4 SRC STN1 TEN1 TENT4B TERF1 TERF2 TINF2 TNKS TNKS2 XRN1 GOBP_NEGATIVE_REGULATION_OF_THYMOCYTE_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_THYMOCYTE_APOPTOTIC_PROCESS ADA BCL11B BMP4 EFNA1 HIF1A JAK3 KIFAP3 PTCRA RAG1 VHL GOBP_NEGATIVE_REGULATION_OF_TISSUE_REMODELING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_TISSUE_REMODELING BCR CALCA CARTPT CD38 CLDN18 CSK CST3 GPR137 GPR137B GREM1 HAMP IAPP IL6 INPP5D P2RX7 PPARG SFRP1 TMEM119 TNFAIP3 TNFRSF11B UBASH3B GOBP_NEGATIVE_REGULATION_OF_TOLL_LIKE_RECEPTOR_2_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_TOLL_LIKE_RECEPTOR_2_SIGNALING_PATHWAY ACOD1 LYN MFHAS1 NOD2 TLR6 TNFAIP3 TREM2 GOBP_NEGATIVE_REGULATION_OF_TOLL_LIKE_RECEPTOR_4_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_TOLL_LIKE_RECEPTOR_4_SIGNALING_PATHWAY ACOD1 BPIFB1 DAB2IP LILRA2 LYN MFHAS1 MIR140 MIR146A MIR149 MIR20A MIR708 NR1D1 RAB7B TNFAIP3 TREM2 GOBP_NEGATIVE_REGULATION_OF_TOLL_LIKE_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_TOLL_LIKE_RECEPTOR_SIGNALING_PATHWAY ARRB2 CACTIN CD300A CD300LF GPR108 GPS2 IRAK3 IRF4 LGR4 LRRC14 MIR17 MIR19A NFKBIL1 NLRP2B NLRP6 OTUD4 PDPK1 SARM1 SMPDL3B TYRO3 GOBP_NEGATIVE_REGULATION_OF_TORC1_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_TORC1_SIGNALING AKT1S1 ATM ATXN3 BMT2 CASTOR1 CASTOR2 CASTOR3P DEPDC5 DEPTOR ITFG2 KICS2 KPTN MAPK3 MIOS NLK NPC1 NPRL2 NPRL3 PRKAA1 PRKAA2 PRKACA PRKACB RNF152 RNF167 SEC13 SEH1L SESN1 SESN2 SESN3 SPAAR STK11 SZT2 TBC1D7 TBK1 TSC1 TSC2 UBE2D1 UBE2N UBE2W UBE3A USP7 VHL WDR24 WDR59 YWHAG YWHAZ GOBP_NEGATIVE_REGULATION_OF_TOR_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_TOR_SIGNALING AKT1S1 ATM ATXN3 BMAL1 BMT2 CASTOR1 CASTOR2 CASTOR3P CRYBA1 DDIT4 DEPDC5 DEPTOR ENDOG EPM2A FLCN FNIP1 GSK3A HIF1A ITFG2 KICS2 KPTN MAPK3 MAPKAPK5 MINAR1 MIOS MIRLET7F1 MTM1 NLK NPC1 NPRL2 NPRL3 NUAK1 NUAK2 PDCD6 PRKAA1 PRKAA2 PRKACA PRKACB RNF152 RNF167 RPS6KA1 SEC13 SEH1L SESN1 SESN2 SESN3 SH3BP4 SIRT1 SPAAR STK11 SZT2 TBC1D7 TBK1 TMEM127 TNFAIP8L1 TSC1 TSC2 TSSK1B TSSK2 TSSK3 TSSK6 UBE2D1 UBE2N UBE2W UBE3A UBR1 UBR2 USP7 VHL WDR24 WDR59 YWHAG YWHAZ GOBP_NEGATIVE_REGULATION_OF_TRANSCRIPTION_BY_COMPETITIVE_PROMOTER_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_TRANSCRIPTION_BY_COMPETITIVE_PROMOTER_BINDING BHLHE41 CREB1 DACH1 HDAC2 HDAC4 HHEX KDM2A MAD2L2 MUC1 PHB1 SMAD7 TFAP2A GOBP_NEGATIVE_REGULATION_OF_TRANSCRIPTION_BY_RNA_POLYMERASE_I https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_TRANSCRIPTION_BY_RNA_POLYMERASE_I ACTR6 BAZ2A BEND3 CREBBP DDX21 DEDD FLNA MACROH2A1 MACROH2A2 MAF1 NOP53 SMARCA5 GOBP_NEGATIVE_REGULATION_OF_TRANSCRIPTION_BY_RNA_POLYMERASE_II https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_TRANSCRIPTION_BY_RNA_POLYMERASE_II AASS ACVR2B AEBP1 AEBP2 AJUBA AKIRIN2 ALX1 ANKRD2 APBB1 APBB2 AR ARID4A ARID4B ARID5A ARID5B ARX ASCL1 ASCL2 ASCL3 ATF2 ATF3 ATF4 ATF7IP ATN1 ATXN1 ATXN1L AURKB BACH1 BACH2 BAG3 BARX2 BATF3 BCL11A BCL6 BCL6B BCOR BCORL1 BEND3 BHLHE40 BHLHE41 BIN1 BMI1 BMP2 BMP4 BMP6 BPTF BRMS1 BRMS1L BTG2 C1QBP CALR CAV1 CBFA2T2 CBFB CBX1 CBX2 CBX3 CBX4 CBX5 CBX6 CBX7 CBX8 CC2D1A CC2D1B CCND1 CCND3 CCNE1 CD36 CDC73 CDK2 CDK6 CDKN1C CDX2 CDX4 CEBPA CEBPB CELA1 CGGBP1 CHD3 CHD4 CHD5 CHD8 CIITA CIR1 CITED2 CNBP CNOT1 CNOT2 COPS2 CPEB3 CREB3L1 CREBBP CREM CRY1 CRY2 CRYM CTBP1 CTBP2 CTCF CTNNB1 CTNNBIP1 CTR9 CUL3 CUX1 CUX2 CXXC5 DAB2 DAB2IP DACH1 DACT1 DCAF1 DDIT3 DDX20 DDX5 DEAF1 DICER1 DKK1 DLG1 DLL4 DLX1 DLX2 DLX4 DMAP1 DMBX1 DMRT1 DNAJA3 DNAJB1 DNAJB4 DNAJC17 DNMT1 DNMT3A DNMT3B DNMT3L DPF2 DR1 DRAP1 DUSP22 DUSP26 E2F1 E2F6 E2F7 E2F8 E4F1 EDN1 EDNRB EED EFNA1 EGR1 EHMT1 EHMT2 EID1 EID2 ELANE ELK3 ELK4 EN1 ENO1 EOMES EP300 EPC1 EPO ERF ESR1 ESR2 ESX1 ETS2 ETV3 ETV5 ETV6 ETV7 EZH1 EZH2 EZR FAM220A FAM220BP FASLG FBP1 FERD3L FEZF1 FEZF2 FGF9 FGFR2 FHL2 FLCN FLYWCH1 FNIP1 FNIP2 FOSB FOXA1 FOXC1 FOXC2 FOXD3 FOXE1 FOXF1 FOXG1 FOXH1 FOXJ1 FOXK1 FOXK2 FOXL2 FOXM1 FOXO1 FOXO3 FOXP1 FOXP2 FOXP3 FOXP4 FOXQ1 FOXR1 FOXS1 FRK FST GABPA GADD45A GATA1 GATA2 GATA3 GATA4 GATA5 GATA6 GATAD2A GATAD2B GFI1 GFI1B GLI2 GLI3 GLIS1 GLIS2 GLIS3 GPS2 GSC GTF2IRD1 GZF1 H1-2 H1-3 H1-4 H1-5 HAMP HAND1 HCFC1 HCFC2 HCLS1 HDAC1 HDAC10 HDAC2 HDAC3 HDAC4 HDAC5 HDAC6 HDAC7 HDAC8 HDAC9 HDGF HELT HES1 HES2 HES5 HES6 HES7 HESX1 HEXIM1 HEXIM2 HEY1 HEY2 HEYL HHEX HIC1 HIC2 HINFP HIPK2 HIVEP1 HJV HMBOX1 HMG20A HMGA2 HMGB1 HMGB2 HMX1 HNF1B HNRNPA2B1 HNRNPU HOPX HOXA2 HOXA7 HOXB13 HOXB3 HOXB4 HOXB8 HOXC8 HOXD8 HOXD9 HSBP1 HSF1 HSF4 HSPA1A ID1 ID2 ID3 ID4 IFI16 IFI27 IFNG IGBP1 IGF2 IKZF5 IL33 IL4 IMPACT ING1 ING2 INSM1 INSM2 IRF2 IRF2BP1 IRF2BP2 IRF2BPL IRF3 IRF7 IRF8 IRX1 IRX2 IRX3 ISL1 JARID2 JAZF1 JDP2 JPH2 JUN JUND KANK2 KAT14 KAT2A KAT2B KAT5 KCNIP3 KDM1A KDM1B KDM2B KDM5A KHDRBS1 KLF10 KLF11 KLF12 KLF16 KLF2 KLF3 KLF4 KLF5 KLF7 KLF8 KMT5A LARP7 LCOR LDB1 LDB2 LEF1 LEFTY1 LEP LIN37 LMCD1 LMO1 LMO4 LOXL2 LRRFIP1 LYAR MACROH2A1 MACROH2A2 MAD2L2 MAEL MAF MAFB MAFF MAFG MAFK MAGEA1 MAGEA10 MAGEA11 MAGEA12 MAGEA13P MAGEA2 MAGEA2B MAGEA3 MAGEA4 MAGEA6 MAGEA8 MAGEA9 MAGEA9B MAGEB1 MAGEB10 MAGEB16 MAGEB17 MAGEB18 MAGEB2 MAGEB3 MAGEB4 MAGEB5 MAGEB6 MAGEB6B MAGEC1 MAGEC2 MAGEC3 MAGED1 MAGED2 MAGED4 MAGED4B MAGEE1 MAGEE2 MAGEF1 MAGEH1 MAGEL2 MAP2K5 MAX MAZ MBD2 MBD3 MBD3L1 MBD3L2 MBD3L2B MBD3L3 MBD3L4 MBD3L5 MBIP MCPH1 MDFI MDM2 MDM4 MECP2 MED1 MED25 MEF2A MEF2C MEIS2 MEN1 MEPCE METTL13 MIER1 MIER2 MIER3 MITF MLIP MLX MLXIPL MMP12 MNT MNX1 MORC3 MOSPD1 MSC MSX1 MSX2 MTA1 MTA2 MTA3 MTDH MXD1 MXD3 MXD4 MXI1 MYB MYC MYOCD MYOZ1 MYOZ2 MYPOP MYT1L MZF1 N4BP2L2 NACC1 NACC2 NANOG NCK1 NCK2 NCOA2 NCOA5 NCOR1 NCOR2 NDN NELFE NEUROG3 NFATC2 NFATC3 NFATC4 NFE2L3 NFIC NFIL3 NFIX NFKB1 NFX1 NIF3L1 NIPBL NKAP NKX2-1 NKX2-5 NKX3-2 NKX6-1 NKX6-2 NKX6-3 NOC2L NODAL NOG NOP53 NOTCH1 NOTCH2 NOTCH3 NOTCH4 NPAS1 NR0B1 NR0B2 NR1D1 NR1D2 NR1H2 NR1H3 NR1H4 NR1I2 NR1I3 NR2C1 NR2C2 NR2E1 NR2E3 NR2F1 NR2F2 NR2F6 NR3C1 NR4A2 NR4A3 NR6A1 NRARP NRIP1 NRIP2 NSD1 NSD2 NSMCE3 NUPR2 OGT OLIG2 OLIG3 ORC2 OSR1 OSR2 OTP OTUD7B OVOL1 OVOL2 PAF1 PARP1 PARP15 PARP9 PATZ1 PAWR PAX5 PAX6 PCBP3 PCGF1 PCGF2 PCGF6 PCID2 PCNA PDE2A PDX1 PEG3 PER1 PER2 PER3 PHB1 PHF12 PHF14 PHF19 PHF21A PHF6 PIAS1 PIAS3 PIAS4 PKIA PKIG PLAGL1 PLK1 PLK3 POLE3 POU1F1 POU4F1 POU4F2 POU5F1 POU6F1 PPARA PPARD PPARG PPID PPM1A PPP1R13L PRDM1 PRDM12 PRDM13 PRDM14 PRDM16 PRDM2 PRDM5 PRDM6 PRKN PRMT6 PROP1 PROX1 PRRX1 PSEN1 PSMD10 PTCH1 PTPN2 PURA PURB RALY RARA RARB RARG RB1 RBBP4 RBBP7 RBL1 RBM10 RBPJ RELA REST RFC1 RFX5 RIF1 RIPPLY1 RIPPLY2 RIPPLY3 RITA1 RLIM RNF2 RORC RPL10 RPL23 RPS14 RREB1 RTF1 RUNX1 RUNX3 RXRA RYBP SALL1 SALL4 SAMD1 SAP130 SAP30 SAP30L SARNP SARS1 SATB1 SATB2 SCAF4 SCAF8 SCGB1A1 SCRT1 SCRT2 SDCBP SDR16C5 SEMA4D SFN SFPQ SGF29 SHH SHOX2 SIM2 SIN3A SIN3B SINHCAF SIRT1 SIRT2 SIRT6 SIRT7 SIX1 SKI SKIL SKOR1 SKOR2 SLA2 SMAD3 SMAD4 SMAD5 SMAD7 SMARCA2 SMARCA4 SMO SMURF2 SMYD2 SNAI1 SNAI2 SNAI3 SNCA SNW1 SORBS3 SOX1 SOX10 SOX11 SOX12 SOX13 SOX14 SOX15 SOX18 SOX2 SOX3 SOX30 SOX4 SOX8 SOX9 SP100 SP2 SP3 SP5 SPDEF SPEN SPI1 SQSTM1 SREBF1 SREBF2 SRY SSX1 STAT1 STAT3 STAT6 STRAP SUDS3 SUFU SUPT4H1 SUPT5H SUV39H1 SUV39H2 SUZ12 TADA3 TAF1 TAF3 TAF7 TAF9B TAGLN3 TAL1 TBL1X TBL1XR1 TBX15 TBX18 TBX2 TBX20 TBX21 TBX22 TBX3 TBX6 TBXT TCERG1 TCF21 TCF23 TCF25 TCF3 TCF7L2 TCFL5 TCP10L TDG TENM2 TET1 TFAP2A TFAP2B TFAP2C TFCP2L1 TFEC TGIF1 TGIF2 TGIF2LX TGIF2LY THAP1 THAP11 THAP5 THAP7 THRA THRB TLE4 TLE5 TLE6 TMBIM6 TMPRSS6 TNF TNFSF11 TP53 TP63 TPR TRAF6 TRIB3 TRIM27 TRIM28 TRIM29 TRIM33 TRIM37 TRO TRPS1 TRPV1 TRPV4 TSC22D4 TSG101 TWIST1 TXN TXNIP UBE2D1 UBE2D3 UBE2I UHRF1 URI1 USP2 USP3 USP9X UXT VAX1 VAX2 VDR VEGFA VHL VPS72 VSX2 WDR5 WDTC1 WFS1 WNT10B WT1 WWC1 WWC2 WWC3 WWP2 WWTR1 YAP1 YBX3 YEATS2 YWHAZ YY1 ZBED2 ZBED6 ZBTB1 ZBTB10 ZBTB12 ZBTB14 ZBTB16 ZBTB17 ZBTB18 ZBTB2 ZBTB20 ZBTB21 ZBTB25 ZBTB26 ZBTB32 ZBTB33 ZBTB34 ZBTB37 ZBTB39 ZBTB4 ZBTB42 ZBTB45 ZBTB46 ZBTB49 ZBTB5 ZBTB6 ZBTB7A ZBTB7B ZBTB8A ZC3H8 ZEB1 ZEB2 ZFHX3 ZFP36 ZFP37 ZFP57 ZFP69 ZFP69B ZFP90 ZFPM1 ZFPM2 ZGLP1 ZGPAT ZHX1 ZHX2 ZKSCAN3 ZMYM5 ZMYND8 ZNF10 ZNF124 ZNF131 ZNF133 ZNF134 ZNF136 ZNF140 ZNF141 ZNF148 ZNF169 ZNF174 ZNF175 ZNF177 ZNF180 ZNF19 ZNF20 ZNF202 ZNF205 ZNF217 ZNF219 ZNF224 ZNF239 ZNF248 ZNF25 ZNF254 ZNF263 ZNF266 ZNF268 ZNF274 ZNF281 ZNF296 ZNF3 ZNF304 ZNF337 ZNF343 ZNF345 ZNF350 ZNF354B ZNF366 ZNF398 ZNF404 ZNF431 ZNF436 ZNF439 ZNF440 ZNF451 ZNF469 ZNF487 ZNF491 ZNF512B ZNF529 ZNF536 ZNF550 ZNF554 ZNF555 ZNF556 ZNF557 ZNF558 ZNF559 ZNF559-ZNF177 ZNF560 ZNF566 ZNF568 ZNF572 ZNF582 ZNF587B ZNF589 ZNF596 ZNF599 ZNF608 ZNF614 ZNF619 ZNF620 ZNF641 ZNF653 ZNF668 ZNF669 ZNF674 ZNF675 ZNF684 ZNF69 ZNF692 ZNF705A ZNF705B ZNF705D ZNF705EP ZNF705G ZNF746 ZNF749 ZNF750 ZNF75A ZNF764 ZNF77 ZNF778 ZNF785 ZNF79 ZNF8 ZNF846 ZNF85 ZNF875 ZNF891 ZNF91 ZNF93 GOBP_NEGATIVE_REGULATION_OF_TRANSCRIPTION_FROM_RNA_POLYMERASE_II_PROMOTER_IN_RESPONSE_TO_STRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_TRANSCRIPTION_FROM_RNA_POLYMERASE_II_PROMOTER_IN_RESPONSE_TO_STRESS BAG3 CITED2 JUN NCK1 NCK2 SIRT2 TMBIM6 VHL GOBP_NEGATIVE_REGULATION_OF_TRANSCRIPTION_REGULATORY_REGION_DNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_TRANSCRIPTION_REGULATORY_REGION_DNA_BINDING DDIT3 GATA1 HAND1 HEY1 HEY2 MAD2L2 MSX2 PER2 PSEN1 SOX11 TMSB4X ZNF593 ZNF675 GOBP_NEGATIVE_REGULATION_OF_TRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_TRANSFERASE_ACTIVITY ABL1 ACP4 ADAR ADARB1 ADIPOQ AGT AIDA AKT1 AKT1S1 APC APOE BAG2 BAG5 BANF1 BMP2 CAMK2N1 CAMK2N2 CAV1 CAV3 CBL CBLB CBLC CD300A CDK5RAP1 CDK5RAP3 CDKN1A CDKN1B CDKN1C CDKN2A CEACAM1 CEBPA CEP43 CEP85 CERS1 CHMP6 CHP1 CORO1C DAB2IP DBNDD1 DBNDD2 DEFB114 DEPTOR DNAJA1 DTNBP1 DTX3L DUSP1 DUSP10 DUSP16 DUSP19 DUSP22 DUSP3 DUSP7 DVL1 EIF4A2 EPHA1 EPHB2 ERCC4 ERRFI1 FBXO5 FOXA2 GADD45A GBA1 GCKR GNAQ GPRC5A GSK3A GSK3B GSKIP GSTP1 HEG1 HEXIM1 HEXIM2 HHEX HIPK3 HNRNPU HSPB1 HYAL2 IFNG IL1B INCA1 INPP5K IPO5 IPO7 IRAK3 IRS2 ITGB1BP1 LATS1 LATS2 LAX1 LILRB4 LIMK1 LRP5 LRP6 LYN MACROH2A1 MAD2L1 MAD2L2 MAPK8IP1 MAPT MEN1 MIDN MIR103A1 MIR133A1 MIR138-1 MIR15A MIR20A MIR218-1 MIR219A1 MIR24-1 MIR27A MIR27B MIR34A MIR711 MIR92A1 MVP MYCNOS MYOCD NF1 NPM1 NPPA NPRL2 NR2F2 PAK2 PAQR3 PARK7 PARP3 PDCD4 PDPK1 PHPT1 PIF1 PIK3CB PIK3IP1 PINX1 PKIA PKIB PKIG PLK1 PNKP POT1 PPARG PPIA PPM1E PPM1F PPP2R5A PRDX3 PRKAG2 PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCD PRKN PRKRIP1 PTEN PTK6 PTPN1 PTPN22 PTPRB PTPRC PTPRJ PTPRO PTPRQ PTPRT PYCARD PYDC1 QARS1 RASIP1 RB1 RGS14 RGS2 RPL11 RPL23 RPL5 RPS7 RTRAF RUBCN SERPINB3 SFN SH3BP5 SH3BP5L SIRT1 SLC8A1 SLC8A3 SMAD7 SMCR8 SMPD1 SNCA SNX6 SOCS4 SOCS5 SORL1 SPRED1 SPRY1 SPRY2 SPRY3 SPRY4 SRC SRCIN1 STK38 TAF7 TARBP2 TERF1 TESK1 TFAP4 THY1 TINF2 TP53 TRIB1 TRIB2 TRIB3 TRIM27 TSC2 TSG101 UBASH3B UCHL1 USP44 VPS25 WARS1 WASHC1 WWTR1 XRCC1 YWHAG ZFP36 ZFYVE28 ZGPAT ZNF675 GOBP_NEGATIVE_REGULATION_OF_TRANSFORMING_GROWTH_FACTOR_BETA1_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_TRANSFORMING_GROWTH_FACTOR_BETA1_PRODUCTION CD2AP FURIN GATA6 LAPTM4B TSKU TYROBP GOBP_NEGATIVE_REGULATION_OF_TRANSFORMING_GROWTH_FACTOR_BETA_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_TRANSFORMING_GROWTH_FACTOR_BETA_PRODUCTION CD24 CD2AP CDH3 FN1 FURIN GATA6 HSP90AB1 IL13 LAPTM4B LILRB1 TSKU TYROBP GOBP_NEGATIVE_REGULATION_OF_TRANSFORMING_GROWTH_FACTOR_BETA_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_TRANSFORMING_GROWTH_FACTOR_BETA_RECEPTOR_SIGNALING_PATHWAY ADAM17 ADAMTSL2 ARID4A ARID4B ASPN BAMBI BCL9L BMP2 BRMS1 BRMS1L CAV2 CD109 CHST11 CIDEA CILP DAND5 EID2 EMILIN1 FAM89B FBN1 FBN2 FKBP1A GLG1 HDAC1 HDAC2 HSPA1A HSPA5 HTRA1 HTRA3 HTRA4 IL17RD ING1 ING2 INTS9 LDLRAD4 LEMD3 LTBP1 MIR140 MIR15B MIR17 MIR181A2 MIR18A MIR20A MIR27B MIR29B1 MIR342 MIR361 MIR373 MIR497 MIR498 MIR520C MIR564 MIR9-1 MIR93 MIR98 MIRLET7F1 MIRLET7G MTMR4 NKX2-1 NRROS OGT ONECUT1 ONECUT2 PBLD PDPK1 PEG10 PIN1 PMEPA1 PPARA PPARG PPM1A PRDM16 RASL11B RBBP4 RBBP7 SAP130 SAP30 SAP30L SIN3A SINHCAF SIRT1 SKI SKIL SKOR2 SLC2A10 SMAD6 SMAD7 SMURF1 SMURF2 SNX25 SNX6 SPRED1 SPRED2 SPRED3 SPRY1 SPRY2 STRAP STUB1 SUDS3 TET1 TGFB3 TGFBR3 TP53 USP15 VASN VEPH1 WFIKKN1 WFIKKN2 WNT1 ZBTB7A ZNF451 GOBP_NEGATIVE_REGULATION_OF_TRANSLATIONAL_ELONGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_TRANSLATIONAL_ELONGATION CPEB2 CPEB3 EIF4A3 SHFL SRP9 GOBP_NEGATIVE_REGULATION_OF_TRANSLATIONAL_INITIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_TRANSLATIONAL_INITIATION AGO2 ATF4 BANK1 C8orf88 EIF2AK1 EIF2AK3 EIF2AK4 EIF2S1 EIF3E EIF4E2 EIF4EBP1 EIF4EBP2 EIF4EBP3 FMR1 GIGYF2 LARP1 PAIP2 PAIP2B RBM4 RPL13A TPR ZNF598 GOBP_NEGATIVE_REGULATION_OF_TRANSMEMBRANE_RECEPTOR_PROTEIN_SERINE_THREONINE_KINASE_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_TRANSMEMBRANE_RECEPTOR_PROTEIN_SERINE_THREONINE_KINASE_SIGNALING_PATHWAY ABL1 ACVR1 ADAM17 ADAMTSL2 ARID4A ARID4B ASPN BAMBI BCL9L BMP2 BMPER BRMS1 BRMS1L CAV2 CCN3 CD109 CER1 CHRD CHRDL1 CHRDL2 CHST11 CIDEA CILP CRIM1 CTDSPL2 DACT2 DAND5 DKK1 DLX1 EID2 EMILIN1 FAM89B FBN1 FBN2 FKBP1A FST FSTL3 FZD1 GDF3 GLG1 GPR155 GREM1 GREM2 HDAC1 HDAC2 HIPK2 HJV HSPA1A HSPA5 HTRA1 HTRA3 HTRA4 IGSF1 IL17RD ING1 ING2 INTS9 LDLRAD4 LEMD3 LRP1 LRP2 LTBP1 MAGI2 MICOS10-NBL1 MIR100 MIR106A MIR125B1 MIR130A MIR140 MIR146A MIR15B MIR17 MIR181A2 MIR18A MIR195 MIR205 MIR20A MIR210 MIR214 MIR23A MIR26A1 MIR26B MIR27A MIR27B MIR29B1 MIR302C MIR342 MIR361 MIR373 MIR497 MIR498 MIR520C MIR564 MIR885 MIR9-1 MIR93 MIR98 MIRLET7F1 MIRLET7G MTMR4 NBL1 NKX2-1 NOG NOMO1 NOMO3 NOTCH1 NRROS OGT ONECUT1 ONECUT2 PBLD PDPK1 PEG10 PIN1 PMEPA1 PPARA PPARG PPM1A PRDM16 RASL11B RBBP4 RBBP7 RBPMS2 SAP130 SAP30 SAP30L SFRP1 SFRP2 SIN3A SINHCAF SIRT1 SKI SKIL SKOR1 SKOR2 SLC2A10 SMAD6 SMAD7 SMURF1 SMURF2 SNX25 SNX6 SORL1 SOST SOSTDC1 SPART SPRED1 SPRED2 SPRED3 SPRY1 SPRY2 STRAP STUB1 SUDS3 TBX20 TET1 TGFB3 TGFBR3 TMEM53 TMPRSS6 TNFAIP6 TOB1 TP53 TRIM33 TWSG1 UBE2D1 UBE2D3 UCMA USP15 VASN VEPH1 VWC2 VWC2L WFIKKN1 WFIKKN2 WNT1 WNT5A ZBTB7A ZNF451 GOBP_NEGATIVE_REGULATION_OF_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_TRANSMEMBRANE_TRANSPORT ACE ACTN2 ADRA2A AKT1 AKT2 ANK3 ANO9 APPL2 ARL6IP5 ATP1A2 ATP7A BCL2 BIN1 CAB39 CALM1 CALM2 CALM3 CAMK2D CASQ2 CAV1 CAV3 CBARP CLIC2 COMMD1 CRBN CRHR1 CTTNBP2NL DRD2 DRD3 DRD4 ENPP1 EPHB2 EPO FABP5 FKBP1A FKBP1B FMR1 GNB5 GOPC GPR35 GRB10 GRP GSK3A GSTM2 GSTO1 HAMP HECW1 HECW2 IL1B INPP5K IRS2 ISCU KCNAB1 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNH2 KCNRG KEL LEP MIR1-1 MIR103A1 MIR107 MIR129-1 MIR133A1 MIR133B MIR143 MIR153-1 MIR185 MIR186 MIR192 MIR200C MIR208A MIR208B MIR212 MIR24-1 MIR26A1 MIR29B1 MIR30D MIR326 MIR328 MIR34A MIR34B MIR448 MIR451A MIR495 MIR499A MIR508 MIR873 MIR9-1 MIR93 MMP9 NEDD4 NEDD4L NOS1 NTSR1 OAZ1 OAZ2 OAZ3 OSR1 OSTN OXSR1 PCSK9 PEA15 PID1 PKD2 PLN PPIF PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PRKCB PRKCE REM1 RGS2 RGS4 RSC1A1 SELENOS SESTD1 SIRT6 SLC26A5 SLC30A1 SLC43A1 SLC43A2 SLC6A9 SLN SRI STK39 STXBP3 SUMO1 TCAF2 THBS1 TLR9 TMBIM6 TNF TRDN UBQLN1 UBR3 VDAC1 YWHAE YWHAQ GOBP_NEGATIVE_REGULATION_OF_TRANSMISSION_OF_NERVE_IMPULSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_TRANSMISSION_OF_NERVE_IMPULSE AVP AVPR1A GLRA1 GPR35 HCRT MTNR1B GOBP_NEGATIVE_REGULATION_OF_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_TRANSPORT ABAT ABCA2 ABCA7 ABCC8 ABCG5 ABCG8 ACE ACTN2 ACVR1C ADA ADIPOQ ADORA1 ADRA2A ADRA2B ADRA2C ADTRP AKT1 AKT2 ANGPT1 ANK3 ANKRD13A ANKRD13B ANKRD13D ANKRD27 ANO9 ANXA1 ANXA2 APOA2 APOC1 APOC2 APOC3 APOD APOE APP APPL1 APPL2 ARF6 ARFIP1 ARHGAP1 ARHGAP8 ARL6IP5 ASIC1 ATF4 ATG3 ATG5 ATP1A2 ATP7A ATP9A ATXN2 BAG4 BARD1 BCL2 BCR BEST3 BIN1 BMP8A BRAF C11orf65 CAB39 CABP1 CALM1 CALM2 CALM3 CAMK2D CARTPT CASQ2 CAV1 CAV3 CBARP CCN3 CCR2 CD200 CD300A CD300LF CD33 CD36 CD47 CD74 CD84 CDK5 CEACAM1 CHGA CHP1 CLIC2 CNN2 CNR1 COMMD1 CORO1A CRBN CRH CRHBP CRHR1 CRY1 CRY2 CRYAA CRYAB CSK CTTNBP2NL CYFIP1 CYP4F2 CYP51A1 DCANP1 DERL2 DERL3 DLG4 DMTN DPH3 DRD2 DRD3 DRD4 DYSF EDN1 EGF ENPP1 ENY2 EPHA3 EPHB2 EPO EPPIN ERBB3 ERLEC1 ERP29 F2R F2RL1 FABP5 FAM3D FCGR2B FERMT1 FFAR2 FFAR4 FGF23 FIS1 FKBP1A FKBP1B FMR1 FOXF1 FOXO1 FRMD4A GABBR1 GABRE GDI1 GHRL GHSR GJA1 GNAI2 GNAZ GNB5 GOPC GPM6B GPR35 GRB10 GRM7 GRP GSK3A GSTM2 GSTO1 HADH HAMP HCRT HECW1 HECW2 HES1 HLA-F HMGB1 HMGCR HRH3 HTR1B HTR2A IL11 IL12A IL12B IL13RA2 IL1B IL1RAPL1 INHA INHBA INHBB INPP5K INS INSIG1 IRS1 IRS2 ISCU ITGAV ITGB1BP1 ITGB3 JAGN1 KCNAB1 KCNB1 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNH2 KCNJ11 KCNRG KEL KLF7 LEP LGALS3 LGALS9 LIF LILRB1 LILRB2 LMAN1 LRPAP1 LRRK2 LRRTM1 LRRTM2 LRSAM1 LYPLA1 MAOB MAP1B MCTP1 MDFIC MIDN MIR1-1 MIR103A1 MIR107 MIR128-1 MIR129-1 MIR130B MIR133A1 MIR133B MIR143 MIR144 MIR145 MIR146A MIR148A MIR153-1 MIR17 MIR181B1 MIR185 MIR186 MIR192 MIR199A1 MIR19A MIR19B1 MIR200C MIR205 MIR206 MIR208A MIR208B MIR212 MIR24-1 MIR26A1 MIR27A MIR27B MIR29B1 MIR301B MIR302A MIR30C1 MIR30D MIR326 MIR328 MIR33A MIR33B MIR34A MIR34B MIR424 MIR448 MIR451A MIR495 MIR499A MIR508 MIR613 MIR758 MIR766 MIR873 MIR9-1 MIR92B MIR93 MMP9 MRLN MTMR2 MTNR1B NCKAP1L NDFIP1 NDFIP2 NDUFAF2 NECAB2 NEDD4 NEDD4L NEO1 NEU3 NEUROG1 NF1 NFKB1 NHERF1 NMB NOS1 NOS3 NOTCH1 NPSR1 NPVF NPY5R NR1H2 NR1H3 NRG1 NTSR1 NUP153 OAZ1 OAZ2 OAZ3 OPRK1 OPRM1 OS9 OSM OSR1 OSTN OXSR1 P2RY1 PACSIN1 PACSIN2 PACSIN3 PARK7 PCSK9 PDE8B PEA15 PFKL PICALM PID1 PIM3 PIP4P2 PKD2 PKDCC PKIA PKIG PLA2G10 PLA2R1 PLN PLSCR1 PNKD PPIF PPM1F PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PRKCB PRKCE PRKD1 PRKG1 PRKG2 PRKN PROM2 PRRT2 PRTN3 PSEN1 PSMD9 PTEN PTGER3 PTGS2 PTK2B PTPN11 PXK RAB11FIP1 RAB11FIP3 RAB11FIP5 RAB23 RAB33B RAB7A RABGEF1 RAC1 RACK1 RANGAP1 RAP1A RAP1B RAP1BL REM1 REST RGS2 RGS4 RHBDF1 RHBDF2 RIN3 RSAD2 RSC1A1 RUBCN SCAMP5 SCT SDCBP SELENOS SEMG1 SERGEF SERPINE2 SESTD1 SFRP1 SFRP4 SH3GL3 SHH SIAH3 SIRPA SIRT4 SIRT6 SLC26A5 SLC30A1 SLC43A1 SLC43A2 SLC6A9 SLN SMCR8 SNCA SNX12 SNX3 SNX33 SP100 SPI1 SPINK1 SPX SREBF1 SREBF2 SRI STC1 STK39 STX1B STXBP3 STXBP6 SUFU SUMO1 SVIP SYT11 SYT4 SYTL4 TACR2 TBC1D4 TCAF2 TFF2 THBS1 TIFAB TLR2 TLR9 TMBIM6 TNF TNFRSF1A TNFRSF1B TPR TRAT1 TRDN TRH TRIM27 TSPO TXN UBAC2 UBE2G2 UBE2J1 UBQLN1 UBQLN2 UBR3 UCN UCP2 UFM1 UNC119 USP17L2 VAMP3 VAMP8 VDAC1 VIP VPS35 VPS4B VSNL1 WDR41 WDR54 WNK1 WNK4 WWP2 YOD1 YRDC YWHAE YWHAQ GOBP_NEGATIVE_REGULATION_OF_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_TRANSPORTER_ACTIVITY ACTN2 ADRA2A ANK3 ANO9 APOA2 ATP1A2 CAB39 CALM1 CALM2 CALM3 CAMK2D CASQ2 CAV1 CAV3 CBARP CLIC2 CRHR1 CTTNBP2NL DRD2 DRD3 DRD4 EPHB2 EPO FKBP1A FKBP1B FMR1 GNB5 GOPC GPR35 GRP GSTM2 GSTO1 HECW1 HECW2 KCNAB1 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNRG MIR1-1 MIR103A1 MIR128-1 MIR129-1 MIR133A1 MIR133B MIR153-1 MIR17 MIR185 MIR186 MIR192 MIR200C MIR208A MIR208B MIR212 MIR24-1 MIR26A1 MIR29B1 MIR30C1 MIR30D MIR326 MIR33A MIR33B MIR34A MIR34B MIR448 MIR451A MIR495 MIR499A MIR508 MIR613 MIR873 MIR9-1 MIR93 MMP9 NDFIP1 NDFIP2 NEDD4 NEDD4L OSR1 OXSR1 PCSK9 PKD2 PLN PPIF PRKCE SLC6A9 SLN SNCA SRI STK39 SUMO1 TCAF2 TLR9 TRDN UBQLN1 WWP2 YWHAE GOBP_NEGATIVE_REGULATION_OF_TRIGLYCERIDE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_TRIGLYCERIDE_BIOSYNTHETIC_PROCESS FBXW7 MIR30C1 MIR548P SIK1 SIRT1 GOBP_NEGATIVE_REGULATION_OF_TRIGLYCERIDE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_TRIGLYCERIDE_CATABOLIC_PROCESS APOC3 GPLD1 PIK3CG PLIN5 SORL1 GOBP_NEGATIVE_REGULATION_OF_TRIGLYCERIDE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_TRIGLYCERIDE_METABOLIC_PROCESS APOBEC1 APOC3 APOE CIDEC FBXW7 GPLD1 MIR192 MIR30C1 MIR548P PIK3CG PLIN5 SIK1 SIRT1 SORL1 SREBF1 GOBP_NEGATIVE_REGULATION_OF_TROPHOBLAST_CELL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_TROPHOBLAST_CELL_MIGRATION ACVR1C ARHGDIB CALR GJA1 MIR15B MIR16-1 NODAL TIMP1 GOBP_NEGATIVE_REGULATION_OF_TUBULIN_DEACETYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_TUBULIN_DEACETYLATION BEX4 FRY MAPT PRKAA1 PRKAA2 TPPP GOBP_NEGATIVE_REGULATION_OF_TUMOR_NECROSIS_FACTOR_MEDIATED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_TUMOR_NECROSIS_FACTOR_MEDIATED_SIGNALING_PATHWAY ADIPOQ APOA1 BIRC7 CARD16 CARD8 CCDC3 F2RL1 GAS6 GPS2 GSTP1 H2BC11 MIR152 MIR24-1 MIR27B NAIP NLRP2B NR1H4 PELI3 PIAS4 PPP2CB PTPN2 PYDC1 PYDC2 RFFL TRAIP XIAP ZNF675 GOBP_NEGATIVE_REGULATION_OF_TUMOR_NECROSIS_FACTOR_SUPERFAMILY_CYTOKINE_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_TUMOR_NECROSIS_FACTOR_SUPERFAMILY_CYTOKINE_PRODUCTION ACP5 ADIPOQ AKAP8 ARG2 ARRB2 AXL BCL3 BPI C5AR2 CACTIN CD274 CD33 CHRNA7 CIDEA CLEC4A CX3CL1 DEFB114 DICER1 ELF4 FOXP3 FXR1 GAS6 GHRL GHSR GPNMB GPR18 GSTP1 HAVCR2 IGF1 IL10 IL27RA IL37 IL4 ILRUN IRAK3 LBP LGALS9 LILRA4 LILRB1 LILRB4 LTF MC1R MIR101-1 MIR105-1 MIR125B1 MIR130A MIR132 MIR140 MIR149 MIR181A2 MIR185 MIR195 MIR204 MIR488 MIR6869 MIR708 MIR920 MIR98 NFKBIL1 NLRC3 NOD2 NR1H4 ORM1 POMC PTPN22 PTPN6 RAD21 RARA SELENOS SIRPA SLAMF1 SYT11 TLR4 TNFAIP3 TREM2 TRIM27 TSPO TWIST1 VSIR ZC3H12A GOBP_NEGATIVE_REGULATION_OF_TYPE_2_IMMUNE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_TYPE_2_IMMUNE_RESPONSE ANXA1 ARG1 ARG2 ASCL2 BCL6 CCR2 HLX IFNA2 IFNB1 IFNL1 IL27RA NDFIP1 SOCS5 STAT6 TBX21 GOBP_NEGATIVE_REGULATION_OF_TYPE_B_PANCREATIC_CELL_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_TYPE_B_PANCREATIC_CELL_APOPTOTIC_PROCESS CAST NEUROD1 PDX1 SRSF6 TCF7L2 WFS1 GOBP_NEGATIVE_REGULATION_OF_TYPE_II_INTERFERON_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_TYPE_II_INTERFERON_PRODUCTION AXL C1QBP CD274 CD96 CR1 DDIT3 FOXP3 GAS6 GATA3 HAVCR2 HLA-DRB1 HMGB1 IL10 IL1RL1 IL20RB IL33 IL36RN INHA INHBA IRGM LAPTM5 LGALS9 LGALS9B LGALS9C LILRB1 LILRB4 MIR24-1 MIR708 NLRP6 NOD2 NR1H4 PDCD1LG2 PGLYRP1 PGLYRP2 PGLYRP3 PRNP RARA SCGB1A1 SLAMF1 TLR4 TNFSF4 VSIR XCL1 ZC3H12A GOBP_NEGATIVE_REGULATION_OF_TYPE_I_INTERFERON_MEDIATED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_TYPE_I_INTERFERON_MEDIATED_SIGNALING_PATHWAY ADAR CACTIN CNOT7 DCST1 EIF4E2 GIGYF2 ISG15 METTL3 MIR21 MMP12 MUL1 NLRC5 OAS1 OAS3 PTPN2 SAMHD1 STAT2 TREX1 TTLL12 USP18 YTHDF2 YTHDF3 GOBP_NEGATIVE_REGULATION_OF_TYPE_I_INTERFERON_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_TYPE_I_INTERFERON_PRODUCTION ACOD1 ATG12 ATG5 BANF1 CACTIN CUL3 CYLD DDX56 DHX58 GBP7 GPATCH3 HAVCR2 IL10 ILRUN IRGM ITCH KLHL22 LILRA4 LILRB1 MIR21 MIR26B MORC3 NLRC3 NLRX1 NMI NPLOC4 OTUD5 PPM1B PTPN11 PTPRS PYCARD RBX1 REL RELB RNF125 RNF216 SIGLEC1 SIRPA TRAF3IP1 TRAIP TRIM27 TYROBP UFD1 XAF1 YY1 GOBP_NEGATIVE_REGULATION_OF_TYROSINE_PHOSPHORYLATION_OF_STAT_PROTEIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_TYROSINE_PHOSPHORYLATION_OF_STAT_PROTEIN CAV1 GGNBP2 INPP5F MIR146A NF2 PARP14 PIBF1 PPP2CA PPP2R1A PTPN2 SOCS1 SOCS3 GOBP_NEGATIVE_REGULATION_OF_T_CELL_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_T_CELL_APOPTOTIC_PROCESS ADA ARG2 BCL11B BCL2 BCL3 BMP4 CCL5 CD27 DOCK8 EFNA1 FADD GPAM HIF1A IDO1 IL7R JAK3 KIFAP3 PIP PRKCQ PTCRA RAG1 SLC46A2 ST3GAL1 TSC22D3 VHL GOBP_NEGATIVE_REGULATION_OF_T_CELL_CYTOKINE_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_T_CELL_CYTOKINE_PRODUCTION ARG1 FOXP3 HFE HLA-F IFNA2 IFNB1 LILRB4 SLAMF1 SMAD7 TBX21 XCL1 GOBP_NEGATIVE_REGULATION_OF_T_CELL_DIFFERENTIATION_IN_THYMUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_T_CELL_DIFFERENTIATION_IN_THYMUS BMP4 CLEC4G ERBB2 FOXJ1 IHH PTPN2 RAG2 SHH TMEM131L ZC3H8 GOBP_NEGATIVE_REGULATION_OF_T_CELL_MEDIATED_CYTOTOXICITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_T_CELL_MEDIATED_CYTOTOXICITY CEACAM1 FCGR2B HLA-G IL7R KLRC1 KLRD1 LILRB1 NCKAP1L PPP3CB PTPRC GOBP_NEGATIVE_REGULATION_OF_T_CELL_MEDIATED_IMMUNITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_T_CELL_MEDIATED_IMMUNITY AHR ARG1 CD80 CEACAM1 CLEC4G DUSP22 FCGR2B FOXP3 HFE HLA-F HLA-G IFNA2 IFNB1 IL20RB IL4I1 IL7R KLRC1 KLRD1 LILRB1 LILRB4 NCKAP1L NOD2 PPP3CB PTPRC SLAMF1 SMAD7 SPN TBX21 XCL1 GOBP_NEGATIVE_REGULATION_OF_T_CELL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_T_CELL_MIGRATION APOD CD200 CD200R1 IL27RA LRCH1 RIPOR2 GOBP_NEGATIVE_REGULATION_OF_T_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_T_CELL_PROLIFERATION ARG1 ARG2 BMP4 BTN2A2 CASP3 CBLB CD274 CD80 CD86 CEBPB CLEC4G CR1 CRTAM CTLA4 DLG1 DLG5 ERBB2 FOXJ1 FOXP3 GLMN GPNMB HAVCR2 HLA-DRB1 HLA-G IDO1 IHH IL10 IL20RB IL2RA IL4I1 ITCH LGALS9 LGALS9B LGALS9C LILRB1 LILRB2 LILRB4 LRRC32 MAD1L1 MARCHF7 MIR181C NDFIP1 PAWR PDCD1LG2 PDE5A PELI1 PLA2G2A PLA2G2D PLA2G2E PLA2G2F PLA2G5 PRKAR1A PRNP PTPN6 RC3H1 SCGB1A1 SCRIB SDC4 SFTPD SHH SLC4A2 SPN TMEM131L TNFRSF14 TNFRSF21 TSPAN32 TWSG1 VSIG4 VSIR VTCN1 XCL1 ZBTB7B GOBP_NEGATIVE_REGULATION_OF_T_CELL_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_T_CELL_RECEPTOR_SIGNALING_PATHWAY BTN2A2 CBLB CD160 CEACAM1 DGKZ DUSP22 DUSP3 ELF1 EZR GBP1 LAPTM5 LGALS3 LILRB4 PAWR PHPT1 PRNP PTPN2 PTPN22 PTPN6 PTPRJ PVRIG SH2D1A SLA2 THY1 UBASH3A GOBP_NEGATIVE_REGULATION_OF_T_HELPER_17_TYPE_IMMUNE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_T_HELPER_17_TYPE_IMMUNE_RESPONSE ASCL2 FOXP3 IL2 IL27RA IL4 LOXL3 RC3H1 RC3H2 SMAD7 TBX21 TNFSF18 ZBTB7B ZC3H12A GOBP_NEGATIVE_REGULATION_OF_T_HELPER_1_TYPE_IMMUNE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_T_HELPER_1_TYPE_IMMUNE_RESPONSE ASCL2 HAVCR2 IL1RL1 IL33 IL4R JAK3 TNFSF4 XCL1 GOBP_NEGATIVE_REGULATION_OF_T_HELPER_2_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_T_HELPER_2_CELL_DIFFERENTIATION ANXA1 ASCL2 BCL6 HLX SOCS5 GOBP_NEGATIVE_REGULATION_OF_T_HELPER_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_T_HELPER_CELL_DIFFERENTIATION ANXA1 ASCL2 BCL6 FOXP3 HLX IL2 IL4 IL4R JAK3 LOXL3 RC3H1 RC3H2 SMAD7 SOCS5 TBX21 TNFSF18 TNFSF4 ZBTB7B ZC3H12A GOBP_NEGATIVE_REGULATION_OF_UBIQUITIN_DEPENDENT_PROTEIN_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_UBIQUITIN_DEPENDENT_PROTEIN_CATABOLIC_PROCESS BAG5 BAG6 CAMLG CCAR2 CSNK2A1 CSNK2A2 DDRGK1 EIF3H FHIT GIPC1 HFE HIPK2 HSP90AB1 KLHL40 MAP1A MTM1 N4BP1 NOP53 OGT PANO1 PARK7 PBK PDCL3 PHF20L1 PML PRMT6 PSEN1 QRICH2 RPL11 RPL23 RPL5 RPS7 RYBP SGTA SHH SMARCC1 STYX SUFU SVIP TAF1 TAF9 TLK2 TRIM39 TTC36 UBXN1 UCHL5 USP14 USP26 USP38 USP7 USP9X WAC WNT1 GOBP_NEGATIVE_REGULATION_OF_UBIQUITIN_PROTEIN_LIGASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_UBIQUITIN_PROTEIN_LIGASE_ACTIVITY BAG2 FBXO5 MAD2L1 MAD2L2 RPL11 RPL23 RPL5 RPS7 USP44 GOBP_NEGATIVE_REGULATION_OF_UBIQUITIN_PROTEIN_TRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_UBIQUITIN_PROTEIN_TRANSFERASE_ACTIVITY ABL1 BAG2 BAG5 DTX3L FBXO5 LIMK1 MAD2L1 MAD2L2 PARK7 RPL11 RPL23 RPL5 RPS7 SMAD7 USP44 GOBP_NEGATIVE_REGULATION_OF_VASCULAR_ASSOCIATED_SMOOTH_MUSCLE_CELL_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_VASCULAR_ASSOCIATED_SMOOTH_MUSCLE_CELL_APOPTOTIC_PROCESS DNMT1 IGF1 MIR138-1 MIR17 MIR21 MIR210 SLC7A5 GOBP_NEGATIVE_REGULATION_OF_VASCULAR_ASSOCIATED_SMOOTH_MUSCLE_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_VASCULAR_ASSOCIATED_SMOOTH_MUSCLE_CELL_DIFFERENTIATION DNMT1 FGF9 HEY2 MIR100 MIR15B MIR21 MIR221 MIR26A1 NFATC1 NFATC2 NFATC3 PDCD4 PDGFB GOBP_NEGATIVE_REGULATION_OF_VASCULAR_ASSOCIATED_SMOOTH_MUSCLE_CELL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_VASCULAR_ASSOCIATED_SMOOTH_MUSCLE_CELL_MIGRATION ADIPOQ BMP4 GNA12 GNA13 MEF2C MIR1298 MIR137 MIR140 MIR15A MIR182 MIR21 MIR214 MIR218-1 MIR223 MIR34A MIR362 MIR424 MIR503 MIR638 MIR665 MYOCD NF1 NFE2L2 PRKG1 TAFA5 TPM1 GOBP_NEGATIVE_REGULATION_OF_VASCULAR_ASSOCIATED_SMOOTH_MUSCLE_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_VASCULAR_ASSOCIATED_SMOOTH_MUSCLE_CELL_PROLIFERATION ADIPOQ APLN BMP4 CDKN1A CDKN1B CNN1 EFEMP2 GNA12 GNA13 GPER1 IL10 MEF2C MIR1-1 MIR1298 MIR133A1 MIR137 MIR140 MIR15A MIR182 MIR185 MIR214 MIR223 MIR339 MIR34A MIR362 MIR424 MIR4632 MIR503 MIR638 MIR665 MIR96 MYOCD NDRG2 PDCD4 PPARG PRKG1 PTEN RBM10 SOD2 TAFA5 TGFB3 TPM1 GOBP_NEGATIVE_REGULATION_OF_VASCULAR_ENDOTHELIAL_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_VASCULAR_ENDOTHELIAL_CELL_PROLIFERATION CCL2 COL4A3 FLT1 MEF2C MIR126 MIR129-1 MIR132 MIR133B MIR152 MIR15B MIR193A MIR20B MIR24-1 MIR29C MIR30B MIR30E MIR329-1 MIR34A MIR424 MIR487B MIR492 MIR495 MIR503 MIR98 PPARG GOBP_NEGATIVE_REGULATION_OF_VASCULAR_ENDOTHELIAL_GROWTH_FACTOR_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_VASCULAR_ENDOTHELIAL_GROWTH_FACTOR_PRODUCTION MIR106A MIR107 MIR125A MIR134 MIR140 MIR146A MIR147A MIR15A MIR15B MIR16-1 MIR17 MIR195 MIR199A1 MIR205 MIR20A MIR20B MIR302D MIR34A MIR361 MIR372 MIR373 MIR378A MIR504 MIR520G MIR520H MIR93 SARS1 GOBP_NEGATIVE_REGULATION_OF_VASCULAR_ENDOTHELIAL_GROWTH_FACTOR_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_VASCULAR_ENDOTHELIAL_GROWTH_FACTOR_RECEPTOR_SIGNALING_PATHWAY CADM4 DAB2IP EMILIN1 EPN2 HGS HHEX MIR200C MMRN2 NEDD4 NIBAN2 PDCD6 PTPN1 GOBP_NEGATIVE_REGULATION_OF_VASCULAR_PERMEABILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_VASCULAR_PERMEABILITY ABCC8 ADM ADORA2A AKAP12 ANGPT1 ARHGAP35 CEACAM1 CLDN5 DDAH1 FERMT2 MIR23A PDE2A PDE3A PTPRJ RAMP2 SH3GL2 SLIT2 VEGFA GOBP_NEGATIVE_REGULATION_OF_VASCULAR_WOUND_HEALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_VASCULAR_WOUND_HEALING ALOX5 MIR1298 MIR200B MIR34A SERPINE1 SLC12A2 TAFA5 TNF GOBP_NEGATIVE_REGULATION_OF_VASCULATURE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_VASCULATURE_DEVELOPMENT ABCC8 ADAMTS1 ADAMTS9 ADGRB1 ADGRB2 ADGRB3 AGO1 ALOX5 AMOT ANGPT2 ANGPT4 ANGPTL7 APOH ATF2 ATP2B4 CCN6 CCR2 CD160 CLDN5 CNMD COL4A2 COL4A3 CREB3L1 CTNNB1 CXCL10 DAB2IP DCN E2F2 ECSCR EFNA3 EMILIN1 EPHA2 EPN1 EPN2 FASLG FOXC1 FOXJ2 FOXO4 GADD45A GDF2 GHRL GPR4 GTF2I HGS HHEX HLA-G HOXA5 HRG HSPG2 IL17F ISM1 KLF2 KLF4 KLK3 KRIT1 MECP2 MINAR1 MIR106B MIR10A MIR125A MIR125B1 MIR1298 MIR137 MIR138-1 MIR143 MIR145 MIR146A MIR15A MIR15B MIR16-1 MIR17 MIR185 MIR18A MIR193A MIR19A MIR200B MIR205 MIR20A MIR20B MIR21 MIR212 MIR214 MIR217 MIR221 MIR222 MIR24-1 MIR29A MIR29C MIR30B MIR30C1 MIR30E MIR329-1 MIR34A MIR34B MIR34C MIR361 MIR375 MIR377 MIR424 MIR487B MIR492 MIR494 MIR495 MIR503 MIR505 MIR640 MIR885 MIR92A1 MIR939 NAXE NF1 NIBAN2 NPPB NPR1 PDE3B PF4 PGK1 PIK3CB PLK2 PML PPARG PRL PTPRM RGCC ROCK1 ROCK2 SARS1 SEMA3E SEMA4A SEMA6A SERPINE1 SERPINF1 SLC12A2 SPARC SPINK5 SPRED1 SPRY2 STAB1 STAT1 SULF1 SYNJ2BP TAFA5 TEK TGFB2 THBS1 THBS2 THBS4 TIE1 TNF TNMD VASH1 WNT4 YJEFN3 GOBP_NEGATIVE_REGULATION_OF_VASOCONSTRICTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_VASOCONSTRICTION ADM ARHGAP42 BMPR2 DOCK4 DOCK5 LEP MMP2 MTNR1B GOBP_NEGATIVE_REGULATION_OF_VIRAL_ENTRY_INTO_HOST_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_VIRAL_ENTRY_INTO_HOST_CELL APCS CH25H CIITA FCN1 FCN3 GSN IFITM1 IFITM2 IFITM3 IFNA2 LRRC15 LY6E MID2 PTX3 SNX3 TRIM10 TRIM11 TRIM25 TRIM26 TRIM31 TRIM5 TRIM59 TRIM8 GOBP_NEGATIVE_REGULATION_OF_VIRAL_GENOME_REPLICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_VIRAL_GENOME_REPLICATION AICDA APOBEC3A APOBEC3B APOBEC3C APOBEC3D APOBEC3F APOBEC3G APOBEC3H BANF1 BST2 BTBD17 CCL5 EIF2AK2 FAM111A HMGA2 IFI16 IFIH1 IFIT1 IFIT5 IFITM1 IFITM2 IFITM3 IFNB1 IFNL3 ILF3 INPP5K ISG15 ISG20 LTF MAVS MORC2 MPHOSPH8 MX1 N4BP1 OAS1 OAS2 OAS3 OASL PLSCR1 PROX1 RESF1 RNASEL RSAD2 SETDB1 SHFL SLPI SRPK1 SRPK2 TASOR TNF TNIP1 TRIM28 TRIM6 ZC3HAV1 ZNFX1 GOBP_NEGATIVE_REGULATION_OF_VIRAL_INDUCED_CYTOPLASMIC_PATTERN_RECOGNITION_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_VIRAL_INDUCED_CYTOPLASMIC_PATTERN_RECOGNITION_RECEPTOR_SIGNALING_PATHWAY C1QBP CARD8 CPTP CSNK1A1 DHX58 ERBIN F2RL1 FBXL2 GPATCH3 GRAMD4 HSPA8 IRGM LILRA4 MEFV NLRC3 NLRP2B NLRX1 NPLOC4 PTPN22 PTPRS PYDC1 PYDC2 PYDC5 RAB7B RIOK3 RNF125 SEC14L1 SIRT2 TARBP2 TKFC TNFAIP3 TREM2 TRIM11 TRIM31 TSPAN6 UBQLN1 UFD1 ZDHHC12 ZNRF4 GOBP_NEGATIVE_REGULATION_OF_VIRAL_LIFE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_VIRAL_LIFE_CYCLE APCS BST2 C18orf25 CH25H CIITA CSNK2B FCN1 FCN3 GSN IFITM1 IFITM2 IFITM3 IFNA2 LRRC15 LY6E MID2 PPIA PTX3 SNX3 TRIM10 TRIM11 TRIM15 TRIM25 TRIM26 TRIM31 TRIM5 TRIM59 TRIM8 GOBP_NEGATIVE_REGULATION_OF_VIRAL_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_VIRAL_PROCESS AICDA APCS APOBEC3A APOBEC3B APOBEC3C APOBEC3D APOBEC3F APOBEC3G APOBEC3H BANF1 BST2 BTBD17 C18orf25 CCL5 CH25H CIITA CSNK2B EIF2AK2 FAM111A FCN1 FCN3 GSN HEXIM1 HMGA2 IFI16 IFIH1 IFIT1 IFIT5 IFITM1 IFITM2 IFITM3 IFNA2 IFNB1 IFNL3 ILF3 INPP5K ISG15 ISG20 LARP7 LRRC15 LTF LY6E MAVS MBL2 MID2 MIR141 MIR30C1 MORC2 MPHOSPH8 MX1 N4BP1 OAS1 OAS2 OAS3 OASL PLSCR1 PPIA PROX1 PTX3 RESF1 RNASEL RSAD2 SETDB1 SHFL SLPI SNX3 SRPK1 SRPK2 STAT1 TASOR TNF TNIP1 TRIM10 TRIM11 TRIM13 TRIM14 TRIM15 TRIM21 TRIM25 TRIM26 TRIM27 TRIM28 TRIM31 TRIM32 TRIM5 TRIM59 TRIM6 TRIM62 TRIM8 UBP1 ZC3HAV1 ZFP36 ZNFX1 GOBP_NEGATIVE_REGULATION_OF_VIRAL_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_VIRAL_TRANSCRIPTION HEXIM1 IFITM3 LARP7 MID2 TRIM11 TRIM13 TRIM14 TRIM21 TRIM27 TRIM31 TRIM32 TRIM62 TRIM8 UBP1 ZFP36 GOBP_NEGATIVE_REGULATION_OF_VITAMIN_D_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_VITAMIN_D_BIOSYNTHETIC_PROCESS CYP27B1 GFI1 NFKB1 SNAI1 SNAI2 GOBP_NEGATIVE_REGULATION_OF_VITAMIN_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_VITAMIN_METABOLIC_PROCESS AKR1C3 CYP27B1 GFI1 NFKB1 PRMT3 SNAI1 SNAI2 GOBP_NEGATIVE_REGULATION_OF_VOLTAGE_GATED_CALCIUM_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_VOLTAGE_GATED_CALCIUM_CHANNEL_ACTIVITY CALM1 CALM3 CBARP CRHR1 DRD2 DRD3 DRD4 FMR1 GNB5 GPR35 MIR200C MIR208A MIR208B MIR499A MIR93 GOBP_NEGATIVE_REGULATION_OF_VOLTAGE_GATED_POTASSIUM_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_VOLTAGE_GATED_POTASSIUM_CHANNEL_ACTIVITY ANK3 CAV1 GRP KCNAB1 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNRG MIR1-1 MIR103A1 MIR133A1 MIR153-1 MIR212 MIR26A1 MIR29B1 MIR30D SUMO1 GOBP_NEGATIVE_REGULATION_OF_WNT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_WNT_SIGNALING_PATHWAY ALPK2 AMER1 AMER2 AMFR ANKRD6 APC APC2 APCDD1 APCDD1L APOE AXIN1 AXIN2 BARX1 BICC1 BMP2 C12orf43 CAV1 CBY1 CCDC88C CDH2 CER1 CHD8 CITED1 CSNK1A1 CSNK1A1L CSNK1E CTHRC1 CTNNB1 CTNNBIP1 CTNND1 CXXC4 CYLD DAB2 DAB2IP DACT1 DACT3 DDIT3 DKK1 DKK2 DKK3 DKK4 DKKL1 DRAXIN EGR1 EMD FERMT1 FGF9 FOXO1 FRMD8 FRMD8P1 FRZB FUZ FZD1 FZD6 G3BP1 GLI1 GLI3 GPC3 GRB10 GREM1 GSC GSK3A GSK3B HDAC1 HECW1 HIC1 HMGXB4 IFT80 IGFBP1 IGFBP2 IGFBP4 IGFBP6 INVS ISL1 JADE1 KREMEN1 LATS1 LATS2 LIMD1 LMBR1L LRP1 LRP4 LZIC LZTS2 MAD2L2 MAPK14 MCC MDFI MDK MESP1 MIR1-1 MIR199A1 MIR29B1 MIR29C MIR498 MIR665 MLLT3 NFATC4 NHERF1 NKD1 NKD2 NKX2-5 NLK NOG NOTCH1 NOTUM NPHP3 NPHP4 NXN OTUD5 PFDN5 PRICKLE1 PRKN PTPRO PTPRU RACK1 RBMS3 RBX1 RNF213 RNF43 RUVBL2 SCYL2 SDHAF2 SFRP1 SFRP2 SFRP4 SFRP5 SHH SHISA2 SHISA3 SHISA6 SIAH2 SNAI2 SOST SOSTDC1 SOX10 SOX13 SOX17 SOX2 SOX30 SOX9 STK11 STK3 STK4 TAX1BP3 TBX18 TCF7L2 TLE1 TLE2 TLE3 TLE4 TLE5 TLE6 TLE7 TMEM131L TMEM170B TMEM64 TMEM88 TMEM88B TNN TPBG TPBGL TRABD2A TRABD2B TSC2 TSKU UBAC2 VGLL4 WIF1 WNT11 WNT5A WWOX WWTR1 ZNRF3 GOBP_NEGATIVE_REGULATION_OF_WNT_SIGNALING_PATHWAY_INVOLVED_IN_HEART_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_WNT_SIGNALING_PATHWAY_INVOLVED_IN_HEART_DEVELOPMENT ALPK2 BMP2 DKK1 MESP1 SOX17 WNT11 WNT5A GOBP_NEGATIVE_REGULATION_OF_WOUND_HEALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_REGULATION_OF_WOUND_HEALING ADAMTS18 ADTRP AJAP1 ALOX12 ALOX5 ANXA2 APCS APOE APOH C1QTNF1 CASK CD109 CD9 CEACAM1 CLASP1 CLASP2 CLDN19 CLDN3 CPB2 CRK EDN1 EPPK1 F11 F12 F2 FAP FGA FGB FGF2 FGG GP1BA HRG KLKB1 KNG1 KRT1 MIR1298 MIR15B MIR200B MIR34A MIR892B MMRN1 MYOZ1 NOS3 PDGFA PDGFB PDGFRA PHLDB2 PLAT PLAU PLAUR PLG PRKCD PRKG1 PROC PROS1 PTEN SERPINB2 SERPINE1 SERPINE2 SERPINF2 SERPING1 SH2B3 SLC12A2 SMAD3 TAFA5 TFPI THBD THBS1 TNF TSPAN8 UBASH3B USF1 VTN WFDC1 WNT4 GOBP_NEGATIVE_T_CELL_SELECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEGATIVE_T_CELL_SELECTION AIRE ATG5 CCR7 CD28 CD3E CD74 DOCK2 GLI3 PTPRC SHH SPN THEMIS ZAP70 GOBP_NEPHRIC_DUCT_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEPHRIC_DUCT_DEVELOPMENT BMP4 EFNB2 EPHA4 EPHA7 GATA3 GPC3 GREB1L HNF1B LHX1 OSR1 PAX2 PKD1 PKD2 WNT11 WNT9B GOBP_NEPHRIC_DUCT_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEPHRIC_DUCT_FORMATION BMP4 GATA3 HNF1B PAX2 WNT9B GOBP_NEPHRIC_DUCT_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEPHRIC_DUCT_MORPHOGENESIS BMP4 EFNB2 EPHA4 EPHA7 GATA3 GPC3 HNF1B LHX1 OSR1 PAX2 WNT9B GOBP_NEPHRON_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEPHRON_DEVELOPMENT ACAT1 ACTA2 ADAMTS16 ADIPOQ AGT AGTR2 AHI1 ANGPT1 ANGPT2 AQP1 AQP11 ASXL1 BASP1 BCL2 BMP2 BMP4 BMP7 CALB1 CD24 CD34 CFLAR CITED1 COL4A3 COL4A4 CTNNB1 CTNNBIP1 CTNS DCHS1 DCHS2 DLG1 DLL1 EDNRA EDNRB EGR1 ENPEP ERBB4 EXT1 EYA1 FGF1 FGF2 FGF8 FMN1 FOXC1 FOXC2 FOXD1 FOXJ1 GATA3 GDNF GLI3 GPC3 GPR4 GREB1L GREM1 GZF1 HES1 HES5 HEYL HNF1B HOXA11 HOXB7 HOXD11 HS2ST1 HS3ST3A1 HS3ST3B1 IL6R ILK IQGAP1 IRX1 IRX2 IRX3 ITGA3 ITGB3 JAG1 KIF26B KIRREL3 KLF15 KLHL3 LAMA5 LAMB2 LGR4 LHX1 LIF LZTS2 MAGED1 MAGI2 MEF2C MIR125A MPV17 MTSS1 MYC MYO1E NID1 NOG NOTCH1 NOTCH2 NOTCH3 NPHS1 NPHS2 NPNT NUP107 NUP133 NUP160 NUP85 OSR1 PAX2 PAX8 PBX1 PDGFA PDGFB PDGFD PDGFRA PDGFRB PECAM1 PKD1 PKD2 PLCE1 PODXL POU3F3 PPP3CA PROM1 PTCH1 PTPRO RET SALL1 SEC61A1 SERPINB7 SHH SIX1 SIX2 SIX4 SLC22A1 SLC22A6 SMAD4 SMO SOX8 SOX9 STAT1 SULF1 SULF2 TACSTD2 TCF21 TEK TFAP2B TMEM59L UMOD VEGFA WNK4 WNT1 WNT11 WNT2B WNT4 WNT6 WNT7B WNT9B WT1 WWTR1 YAP1 GOBP_NEPHRON_EPITHELIUM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEPHRON_EPITHELIUM_DEVELOPMENT ACAT1 ADAMTS16 ADIPOQ AGT AGTR2 AHI1 AQP1 AQP11 ASXL1 BASP1 BCL2 BMP2 BMP4 CALB1 CD24 CD34 CITED1 CTNNB1 CTNNBIP1 CTNS DCHS1 DLG1 DLL1 EDNRA EDNRB EXT1 EYA1 FGF1 FGF2 FGF8 FMN1 FOXC1 FOXC2 FOXD1 FOXJ1 GATA3 GDNF GLI3 GPC3 GREB1L GREM1 GZF1 HES1 HES5 HEYL HNF1B HOXA11 HOXB7 HOXD11 HS2ST1 HS3ST3A1 HS3ST3B1 ILK IQGAP1 IRX1 IRX2 IRX3 JAG1 KIF26B KLF15 KLHL3 LAMA5 LAMB2 LGR4 LHX1 LIF LZTS2 MAGED1 MAGI2 MEF2C MTSS1 MYC MYO1E NOG NOTCH1 NOTCH2 NPHS1 NPHS2 NPNT OSR1 PAX2 PAX8 PBX1 PECAM1 PKD1 PKD2 PODXL POU3F3 PROM1 PTCH1 PTPRO SALL1 SHH SIX1 SIX2 SIX4 SLC22A1 SLC22A6 SMAD4 SMO SOX8 SOX9 STAT1 TACSTD2 TCF21 TFAP2B TMEM59L UMOD VEGFA WNK4 WNT1 WNT11 WNT2B WNT4 WNT6 WNT7B WNT9B WT1 WWTR1 YAP1 GOBP_NEPHRON_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEPHRON_MORPHOGENESIS ADAMTS16 AGT AGTR2 AHI1 BCL2 BMP2 BMP4 BMP7 CITED1 CTNNB1 CTNNBIP1 CTNS DCHS1 DLG1 ERBB4 EYA1 FGF1 FGF2 FGF8 FMN1 FOXD1 GATA3 GDNF GLI3 GPC3 GREB1L GREM1 GZF1 HES1 HES5 HNF1B HOXA11 HOXB7 HOXD11 HS2ST1 HS3ST3A1 HS3ST3B1 ILK IRX1 IRX2 IRX3 KIF26B KLHL3 LAMA5 LGR4 LHX1 LIF LZTS2 MAGED1 MYC NOG NPNT OSR1 PAX2 PAX8 PBX1 PKD1 PKD2 PTCH1 SALL1 SHH SIX1 SIX2 SIX4 SMAD4 SMO SOX8 SOX9 STAT1 TACSTD2 TCF21 TMEM59L VEGFA WNK4 WNT1 WNT11 WNT2B WNT4 WNT6 WNT9B WT1 GOBP_NEPHRON_TUBULE_EPITHELIAL_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEPHRON_TUBULE_EPITHELIAL_CELL_DIFFERENTIATION CD24 CTNNB1 GATA3 LHX1 LIF MEF2C MTSS1 OSR1 PAX2 PAX8 PROM1 STAT1 WWTR1 YAP1 GOBP_NEPHRON_TUBULE_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEPHRON_TUBULE_FORMATION CTNNB1 GATA3 GDNF GREM1 HES5 HNF1B HS2ST1 IRX1 IRX2 IRX3 NOG OSR1 PAX2 PAX8 SIX1 SIX4 SOX8 SOX9 WNT6 WNT9B GOBP_NERVE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NERVE_DEVELOPMENT ACKR3 ADARB1 AFG3L2 ATOH7 ATP8B1 B4GALNT1 BDNF CHD7 CHRNB2 CITED2 CNGB1 CTNNB1 DAG1 DCANP1 DICER1 DRGX ECE1 EDN1 EDNRA EGR2 EPHB1 EPHB2 ERBB3 EXT1 FBXO45 GABRA5 GABRB2 GLI3 HES1 HOXA1 HOXA3 HOXB1 HOXB2 HOXB3 HOXD3 ILK ISL1 ITGA4 KCNA1 KCNA2 KCNA3 KCNC1 KCNC2 KCNQ3 LARGE1 LPAR1 LRIG1 LRIG2 MAFB NAGLU NAV2 NDP NEUROG1 NGF NGFR NKX2-2 NPR2 NPTX1 NRP1 NRP2 NRTN NTF3 NTF4 NTRK1 PAX2 PHOX2A PHOX2B PLXNA1 PLXNA3 PLXNA4 POU4F1 POU4F3 PRKCG RET RNF165 RPL24 SALL1 SCN1A SCN2A SCN8A SEMA3A SEMA3F SERPINE2 SIX1 SIX4 SLC1A3 SLC24A4 SLC25A46 SLITRK6 SULF1 SULF2 TBX1 TCIRG1 TFAP2A TIFAB TMEM126A VCAM1 GOBP_NERVE_GROWTH_FACTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NERVE_GROWTH_FACTOR_SIGNALING_PATHWAY BDNF CORO1A KIDINS220 MAGI2 NGF NTF3 NTF4 NTRK1 RAP1A RAPGEF1 RAPGEF2 SHOC2 SORT1 GOBP_NERVOUS_SYSTEM_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NERVOUS_SYSTEM_PROCESS AAAS AARS1 ABAT ABCA4 ABCA7 ABCC6 ABCC8 ABL1 ABLIM1 ACE2 ACP3 ACTN3 ADAM2 ADARB1 ADCY1 ADCY3 ADCY5 ADCY8 ADGRB3 ADGRF1 ADGRV1 ADNP ADORA1 ADORA2A ADRA1A ADRA2A ADRB2 AFF2 AGER AGTPBP1 AGTR2 AIPL1 AKT1 ALDH1A3 ALDH7A1 ALOXE3 AMFR ANK3 ANKRD24 ANO1 AOC2 APOE APP AQP1 AQP4 ARC ARF4 ARL6 ARL6IP5 ARMCX5-GPRASP2 ARR3 ARRB1 ARRB2 ASCL1 ASIC1 ASIC2 ASIC3 ATAD1 ATF6 ATP1A2 ATP2A1 ATP2B2 ATP6V0A4 ATP6V1B1 ATP8A1 ATP8A2 ATP8B1 ATPSCKMT ATXN1 ATXN1L ATXN7 AVP AVPR1A AXIN1 AZGP1 B2M B3GAT1 B3GNT2 B4GALT2 BACE1 BAIAP2 BARHL1 BBS1 BBS10 BBS2 BBS4 BBS5 BBS7 BBS9 BCHE BCR BDNF BEGAIN BEST1 BEST2 BFSP2 BGLAP BIRC5 BLOC1S4 BRAF BRINP1 BRSK1 BTBD9 BTG2 C12orf57 C1QL1 C5AR1 CA6 CABP1 CABP2 CABP4 CACNA1D CACNA1F CACNA1I CACNA2D4 CACNB2 CACNB4 CACNG2 CACNG3 CACNG4 CACNG5 CACNG7 CACNG8 CALB1 CALCA CALHM1 CALHM3 CAMK2N1 CAMK4 CAMTA1 CARTPT CASP3 CASQ1 CAV3 CBLN1 CBR3 CCDC39 CCDC50 CCDC66 CCDC78 CCL11 CCL2 CCL3 CCN3 CCND2 CCR2 CD36 CDC14A CDH23 CDH3 CDK5 CDKN1B CDKN2D CEACAM16 CELF4 CEMIP CEP250 CFAP221 CFAP43 CFAP45 CFAP54 CFAP69 CHD7 CHD8 CHL1 CHM CHMP2B CHMP4A CHMP4B CHRFAM7A CHRM1 CHRM5 CHRNA1 CHRNA10 CHRNA2 CHRNA3 CHRNA4 CHRNA5 CHRNA6 CHRNA7 CHRNA9 CHRNB1 CHRNB2 CHRNB3 CHRNB4 CHRND CHRNE CHRNG CHST10 CHUK CIC CLCN1 CLDN19 CLDN5 CLIC5 CLN3 CLN5 CLN6 CLN8 CLRN1 CLRN2 CLRN3 CLSTN2 CNGA1 CNGA2 CNGA3 CNGA4 CNGB1 CNGB3 CNNM4 CNR1 CNTN2 CNTN5 CNTNAP1 CNTNAP2 COCH COL11A1 COL11A2 COL18A1 COL1A1 COL2A1 COL4A3 COMP CPEB3 CPLX3 CPLX4 CRB1 CRB2 CREB1 CRH CRHBP CRTC1 CRX CRYAA CRYBA1 CRYBA2 CRYBA4 CRYBB1 CRYBB2 CRYBB3 CRYBG3 CRYGA CRYGB CRYGC CRYGD CRYGN CRYGS CRYM CRYZ CSMD1 CST1 CST2 CST4 CST7 CTNNA2 CTNS CTSC CUX2 CX3CR1 CXCL12 CXCR4 CYFIP1 CYP4V2 DAG1 DAW1 DBH DCANP1 DCDC2 DCTN1 DDHD2 DDIT3 DGCR2 DHRS3 DIAPH1 DICER1 DKK1 DLG4 DLGAP1 DLGAP2 DLGAP3 DLGAP4 DLL4 DMD DMPK DMRT3 DNAAF11 DNAAF4 DNAH11 DNAH9 DNAJC19 DOP1B DRAM2 DRD1 DRD2 DRD3 DRD4 DRD5 DRGX DVL1 EDNRA EEA1 EFEMP1 EGFR EGR2 EHMT2 EIF2AK3 EIF2AK4 EIF4A3 EIF4EBP2 ELAVL4 EML2 EN1 ENSG00000290147 EP300 EPAS1 EPHB1 EPHB2 EPS8L2 EPYC ESPN ESPNL EYA1 EYA3 EYA4 EYS F2R FABP5 FAM107A FAM161A FBXO11 FEN1 FFAR4 FGF12 FGF13 FIG4 FKBP1B FMR1 FOS FOSL1 FOXB1 FOXO6 FOXS1 FSCN2 FXN FYN FZD2 FZD4 FZD9 GAA GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRB1 GABRB2 GABRB3 GABRD GABRE GABRG1 GABRG2 GABRG3 GABRP GABRQ GABRR1 GABRR2 GABRR3 GALR2 GALR3 GATM GBA1 GBX1 GCH1 GFY GHRL GHSR GIGYF2 GIP GIT1 GJA10 GJA3 GJB2 GJB4 GJB6 GJC1 GJC3 GJD2 GLP1R GLRA1 GLRA2 GLRA3 GLRB GLS GM2A GNAS GNAT1 GNAT2 GNAT3 GNB1 GNG13 GPER1 GPI GPR143 GPR148 GPR155 GPR158 GPR171 GPR179 GPR35 GPR88 GPRASP3 GPX1 GRAP GRIA1 GRID2 GRIK2 GRIK5 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRK1 GRK7 GRM1 GRM5 GRM6 GRM7 GRM8 GRPR GRXCR1 GRXCR2 GSDME GSK3A GSK3B GSTM2 GSTO1 GSX2 GTF2A1L GUCA1A GUCA1B GUCA1C GUCY2D GUCY2F HCN1 HCRT HERC1 HEXA HEXB HIF1A HIPK2 HLA-DRA HMCN1 HMGCR HMX3 HOMER1 HOMER2 HOXA1 HOXB8 HOXC10 HOXD1 HOXD10 HPN HPS1 HRH1 HRH3 HSP90AA1 HTR2A HTR2C HTR3A HTR3B HTR3C HTR3D HTR3E HTT IAPP IFT20 IGDCC3 IGSF11 IMPG1 IMPG2 INS INSR INSYN1 INSYN2A INSYN2B IRX5 ITGA2 ITGA3 ITGA5 ITGA8 ITGAX ITGB1 ITPR1 ITPR3 JAKMIP1 JAM2 JAM3 JHY JPH3 JPH4 JSRP1 KAT2A KAT2B KATNIP KBTBD13 KCNA1 KCNA2 KCND2 KCNE1 KCNJ10 KCNJ11 KCNJ2 KCNJ8 KCNK10 KCNK2 KCNK4 KCNMB2 KCNMB3 KCNMB4 KCNQ1 KCNQ3 KCNQ4 KERA KIFC3 KIT KLK8 KMT2A KRAS KRT12 LAMB2 LAMC3 LARGE1 LCE1D LCN1 LCTL LDLR LEF1 LGMN LHCGR LHFPL3 LHFPL4 LHFPL5 LHX8 LILRB2 LINS1 LMX1A LOXHD1 LPIN1 LPO LRAT LRIG1 LRIG2 LRIT3 LRP2 LRRC66 LRRK2 LRRN4 LUM LXN MAG MAGT1 MAN2B1 MAP1A MAPK1 MAPK3 MAPK8IP2 MAPT MARVELD2 MBP MC1R MDK MECP2 MEF2C MEIS2 METTL23 MFRP MFSD2A MGAT3 MGLL MIP MIR30B MIR324 MIR342 MIR455 MIR762 MKKS MME MMP24 MPP2 MRGPRX2 MTMR2 MTNR1B MTOR MUSK MYCBP2 MYH14 MYH3 MYH7 MYH8 MYO15A MYO1A MYO3A MYO3B MYO6 MYO7A MYO7B MYO9A MYRF NAV2 NBN NCMAP NCSTN NDN NDP NDRG4 NDUFB9 NEDD9 NEFL NETO1 NEUROD2 NEUROG1 NF1 NFATC4 NGF NHERF1 NIPBL NIPSNAP1 NKX6-2 NLGN1 NLGN2 NLGN3 NLGN4X NLGN4Y NMB NOB1 NOG NOS3 NPAS1 NPAS4 NPFF NPR2 NPS NPTX2 NPY1R NR2E1 NR2E3 NR2F6 NR4A1 NRCAM NRDC NRL NRXN1 NRXN2 NRXN3 NSUN5 NTAN1 NTF3 NTF4 NTRK1 NTRK2 NTSR1 NTSR2 NXNL2 NYX OAT OBP2A OBP2B ODAD3 ODAD4 OMP OPA1 OPA3 OPN1LW OPN1MW OPN1MW2 OPN1MW3 OPN1SW OPN4 OPN5 OPRK1 OPRL1 OPRM1 OPRPN OR10A2 OR10A3 OR10A4 OR10A5 OR10A6 OR10A7 OR10AC1 OR10AD1 OR10AG1 OR10C1 OR10D3 OR10D4P OR10G2 OR10G3 OR10G4 OR10G6 OR10G7 OR10G8 OR10G9 OR10H1 OR10H2 OR10H3 OR10H4 OR10H5 OR10J1 OR10J3 OR10J4 OR10J5 OR10J6P OR10K1 OR10K2 OR10P1 OR10Q1 OR10R2 OR10S1 OR10T2 OR10V1 OR10W1 OR10X1 OR10Z1 OR11A1 OR11G2 OR11H1 OR11H12 OR11H2 OR11H4 OR11H6 OR11H7 OR11L1 OR12D1 OR12D2 OR12D3 OR13A1 OR13C2 OR13C3 OR13C4 OR13C5 OR13C6P OR13C7 OR13C8 OR13C9 OR13D1 OR13F1 OR13G1 OR13H1 OR13J1 OR14A16 OR14A2 OR14C36 OR14I1 OR14J1 OR14K1 OR14L1P OR1A1 OR1A2 OR1B1 OR1C1 OR1D2 OR1D4 OR1D5 OR1E1 OR1E2 OR1E3 OR1F1 OR1F12P OR1F2P OR1G1 OR1I1 OR1J1 OR1J2 OR1J4 OR1K1 OR1L1 OR1L3 OR1L4 OR1L6 OR1L8 OR1M1 OR1N1 OR1N2 OR1P1 OR1Q1 OR1S1 OR1S2 OR2A1 OR2A12 OR2A14 OR2A2 OR2A25 OR2A4 OR2A42 OR2A5 OR2A7 OR2AE1 OR2AG1 OR2AG2 OR2AJ1 OR2AK2 OR2AP1 OR2AT4 OR2B11 OR2B2 OR2B3 OR2B6 OR2B8P OR2C1 OR2C3 OR2D2 OR2D3 OR2F1 OR2F2 OR2G2 OR2G3 OR2G6 OR2H1 OR2H2 OR2I1P OR2J1 OR2J2 OR2J3 OR2K2 OR2L13 OR2L2 OR2L3 OR2L5 OR2L8 OR2M2 OR2M3 OR2M4 OR2M5 OR2M7 OR2S2 OR2T1 OR2T10 OR2T11 OR2T12 OR2T2 OR2T27 OR2T29 OR2T3 OR2T33 OR2T34 OR2T35 OR2T4 OR2T5 OR2T6 OR2T7 OR2T8 OR2V1 OR2V2 OR2W1 OR2W3 OR2W5P OR2W6P OR2Y1 OR2Z1 OR3A1 OR3A2 OR3A3 OR4A15 OR4A16 OR4A47 OR4A4P OR4A5 OR4A8 OR4B1 OR4C11 OR4C12 OR4C13 OR4C15 OR4C16 OR4C3 OR4C45 OR4C46 OR4C5 OR4C6 OR4D1 OR4D10 OR4D11 OR4D2 OR4D5 OR4D6 OR4D9 OR4E1 OR4E2 OR4F15 OR4F16 OR4F17 OR4F21 OR4F29 OR4F3 OR4F4 OR4F5 OR4F6 OR4K1 OR4K13 OR4K14 OR4K15 OR4K17 OR4K2 OR4K3 OR4K5 OR4L1 OR4M1 OR4M2 OR4M2B OR4N2 OR4N4 OR4N5 OR4P4 OR4Q2 OR4Q3 OR4S1 OR4S2 OR4X1 OR4X2 OR51A2 OR51A4 OR51A7 OR51B2 OR51B4 OR51B5 OR51B6 OR51D1 OR51E1 OR51E2 OR51F1 OR51F2 OR51G1 OR51G2 OR51H1 OR51I1 OR51I2 OR51J1 OR51L1 OR51M1 OR51Q1 OR51S1 OR51T1 OR51V1 OR52A1 OR52A4P OR52A5 OR52B2 OR52B4 OR52B6 OR52D1 OR52E1 OR52E2 OR52E4 OR52E5 OR52E6 OR52E8 OR52H1 OR52I1 OR52I2 OR52J3 OR52K1 OR52K2 OR52L1 OR52L2P OR52M1 OR52N1 OR52N2 OR52N4 OR52N5 OR52P1 OR52R1 OR52W1 OR52Z1P OR56A1 OR56A3 OR56A4 OR56A5 OR56B1 OR56B2P OR56B4 OR5A1 OR5A2 OR5AC1 OR5AC2 OR5AK2 OR5AK3P OR5AL1 OR5AN1 OR5AP2 OR5AR1 OR5AS1 OR5AU1 OR5B12 OR5B17 OR5B2 OR5B21 OR5B3 OR5C1 OR5D13 OR5D14 OR5D16 OR5D18 OR5F1 OR5G3 OR5H1 OR5H14 OR5H15 OR5H2 OR5H6 OR5H8 OR5I1 OR5J2 OR5K1 OR5K2 OR5K3 OR5K4 OR5L1 OR5L2 OR5M1 OR5M10 OR5M11 OR5M3 OR5M8 OR5M9 OR5P2 OR5P3 OR5T1 OR5T2 OR5T3 OR5V1 OR5W2 OR6A2 OR6B1 OR6B2 OR6B3 OR6C1 OR6C2 OR6C3 OR6C4 OR6C6 OR6C65 OR6C68 OR6C70 OR6C74 OR6C75 OR6C76 OR6F1 OR6J1 OR6K2 OR6K3 OR6K6 OR6M1 OR6N1 OR6N2 OR6P1 OR6Q1 OR6S1 OR6T1 OR6V1 OR6X1 OR6Y1 OR7A10 OR7A17 OR7A2P OR7A5 OR7C1 OR7C2 OR7D2 OR7D4 OR7E24 OR7G1 OR7G2 OR7G3 OR8A1 OR8B12 OR8B2 OR8B3 OR8B4 OR8B8 OR8D1 OR8D2 OR8D4 OR8G1 OR8G2P OR8G3P OR8G5 OR8H1 OR8H2 OR8H3 OR8I2 OR8J1 OR8J2 OR8J3 OR8K1 OR8K3 OR8K5 OR8S1 OR8U1 OR8U3 OR8U8 OR8U9 OR9A1P OR9A2 OR9A4 OR9G1 OR9G4 OR9G9 OR9I1 OR9K2 OR9Q1 OR9Q2 OTOA OTOF OTOR OTOS OXTR P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX6 P2RX7 PAFAH1B1 PAIP2 PAK5 PAK6 PARD3 PAX2 PAX3 PAX6 PBX3 PCARE PCDH15 PDC PDCL PDE1B PDE4A PDE6A PDE6B PDE6C PDE6D PDE6G PDE6H PDE8B PDYN PDZD7 PENK PEX5 PGAP1 PHF24 PHOX2B PIAS1 PICALM PIEZO2 PIGR PIP PITPNA PJA2 PJVK PKD1L3 PKD2L1 PKHD1L1 PLCB1 PLCB2 PLEC PLK2 PNKD PNOC POMGNT1 POMK POU3F4 POU4F1 POU4F2 POU4F3 POU6F2 PPEF1 PPEF2 PPIP5K2 PPP1R1B PPP1R9B PPP3CA PPP3CB PPT1 PRCD PRDM12 PRKAR1B PRKAR2B PRKCG PRKCZ PRKD1 PRKN PRNP PROK2 PRPH2 PRR4 PRRT1 PRRT2 PSEN1 PTCHD1 PTEN PTGES PTGS2 PTK2B PTN PTPRZ1 PVALEF RAB3A RAB3GAP1 RABGGTA RABGGTB RAC3 RAG1 RAPGEF3 RASGRF1 RAX RAX2 RBFOX1 RBP3 RBP4 RCAN1 RCSD1 RCVRN RD3 RDH10 RDH11 RDH12 RDH5 RDH8 REEP2 REEP6 RELN REM1 REST RETREG1 RGR RGS14 RGS16 RGS21 RGS4 RGS9 RGS9BP RHO RIC8A RIMS1 RIMS2 RIPOR2 RLBP1 RNF10 ROCK2 ROM1 ROR1 RORB RP1 RP1L1 RP2 RP9 RPE65 RPGR RPGRIP1 RPL38 RPS6KA2 RPS6KB1 RRH RS1 RTL4 RTP1 RTP2 RTP3 RTP4 RTP5 S100B S1PR1 S1PR2 SCARB2 SCN10A SCN11A SCN1A SCN1B SCN2A SCN4A SCN8A SCN9A SCNN1A SCNN1B SCNN1D SCNN1G SEMA5B SERPINB6 SERPINE2 SERPINF1 SETD5 SEZ6 SFRP5 SGK1 SHANK1 SHANK2 SHANK3 SHISA7 SHROOM4 SIX1 SIX3 SIX6 SLC11A2 SLC12A5 SLC17A8 SLC1A1 SLC1A3 SLC1A4 SLC1A7 SLC24A1 SLC24A2 SLC24A4 SLC26A4 SLC26A5 SLC29A1 SLC2A4 SLC45A2 SLC4A10 SLC52A3 SLC6A1 SLC6A3 SLC6A4 SLC7A11 SLC8A2 SLC8A3 SLITRK6 SLURP1 SMR3A SMR3B SNAI2 SNAP25 SNCA SOBP SOD1 SOD2 SORCS3 SOX10 SOX14 SPAG16 SPART SPATA7 SPECC1 SPG11 SPNS2 SPRY2 SPTBN4 SPX SRC SRF SRRM4 SSH1 ST3GAL4 STAC STAC2 STAC3 STRA6 STRC STRIT1 STX1A STX1B SYNE1 SYNGAP1 SYNJ1 SYNM SYT10 SYT11 SYT4 TAAR3P TAAR5 TAC1 TACO1 TACR1 TACR2 TACSTD2 TAFA2 TAFA4 TANC1 TAS1R1 TAS1R2 TAS1R3 TAS2R1 TAS2R10 TAS2R13 TAS2R14 TAS2R16 TAS2R19 TAS2R20 TAS2R3 TAS2R30 TAS2R31 TAS2R38 TAS2R39 TAS2R4 TAS2R40 TAS2R41 TAS2R42 TAS2R43 TAS2R45 TAS2R46 TAS2R5 TAS2R50 TAS2R60 TAS2R7 TAS2R8 TAS2R9 TBC1D24 TBL1X TBR1 TBX1 TCAP TCF15 TECTA TENM4 TFAP2A TGFBI TH THRA THRB TIFAB TIMM10 TIMM13 TIMM8B TIMM9 TIMP3 TLR2 TLX3 TMC1 TMC2 TMEM100 TMEM108 TMEM120A TMEM150C TMEM25 TMEM98 TMIE TMOD2 TMPRSS11E TMPRSS3 TMTC4 TNF TNFRSF1B TNFRSF21 TNNC1 TNNC2 TNNI1 TNNI2 TNNI3 TNNT1 TNNT3 TNR TPBG TPP1 TPPP TPRN TREM2 TRIOBP TRPA1 TRPM1 TRPM8 TRPV1 TRPV2 TSC1 TSHZ3 TSPEAR TTBK1 TTC36 TTC8 TUB TUBA1A TULP1 TULP2 TUSC3 TYMP TYR UBA5 UBA6 UBR3 UCHL1 UCN UGT2A1 UNC119 UNC13B USH1C USH1G USH2A USP53 VAX2 VDAC1 VIP VLDLR VN1R1 VN1R17P VN1R2 VN1R3 VN1R4 VPS35 VPS54 VSX1 VSX2 VTI1A WASF3 WDR1 WDR19 WDR36 WDR47 WFS1 WHRN WNT10B WNT7A XRCC1 YTHDF1 ZACN ZFHX2 ZIC2 ZMPSTE24 ZMYND8 ZNF212 ZNF354A ZNF385A ZNF488 ZNF513 GOBP_NERVOUS_SYSTEM_PROCESS_INVOLVED_IN_REGULATION_OF_SYSTEMIC_ARTERIAL_BLOOD_PRESSURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NERVOUS_SYSTEM_PROCESS_INVOLVED_IN_REGULATION_OF_SYSTEMIC_ARTERIAL_BLOOD_PRESSURE ACE2 ADRA1A AGTR2 ASIC2 CALCA CHRNA7 DRD2 MECP2 NAV2 P2RX2 RPS6KA2 SOD2 TACR1 TNNI3 GOBP_NETRIN_ACTIVATED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NETRIN_ACTIVATED_SIGNALING_PATHWAY DSCAM PTK2 SHTN1 TUBB3 UNC5A UNC5B UNC5C UNC5CL UNC5D GOBP_NEURAL_CREST_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEURAL_CREST_CELL_DIFFERENTIATION ACVR1 ALDH1A2 ANXA6 BMP4 BMP7 BMPR1A CDC42 CDH2 CITED2 CORO1C CYP26C1 EDN1 EDN3 EDNRA EDNRB EFNB1 ENG ERBB4 EXT1 FAM172A FBXL17 FGF19 FN1 FOLR1 FOXC1 FOXC2 FRZB GBX2 GDNF GSC HAND2 HES1 HIF1A HTR2B ISL1 JAG1 KBTBD8 KITLG KLHL12 LAMA5 LRP6 MAPK1 MAPK3 MEF2C NOLC1 NRG1 NRP1 NRP2 NRTN OTUD5 OVOL2 PAX6 PDCD6 PEF1 PHACTR4 PHOX2B PITX2 RADIL RDH10 RET RPS7 SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SFRP1 SHH SIX1 SMAD4 SMO SNAI2 SOX10 SOX8 SOX9 TAPT1 TBX1 TCOF1 TWIST1 WNT10A WNT8A GOBP_NEURAL_CREST_CELL_FATE_COMMITMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEURAL_CREST_CELL_FATE_COMMITMENT EDN1 EDNRA GSC SFRP1 SOX9 WNT8A GOBP_NEURAL_CREST_CELL_MIGRATION_INVOLVED_IN_AUTONOMIC_NERVOUS_SYSTEM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEURAL_CREST_CELL_MIGRATION_INVOLVED_IN_AUTONOMIC_NERVOUS_SYSTEM_DEVELOPMENT FN1 NRP1 NRP2 PHOX2B SEMA3A SEMA3F GOBP_NEURAL_CREST_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEURAL_CREST_FORMATION EDN1 EDNRA FUZ GSC KBTBD8 KLHL12 LRP6 NOLC1 PDCD6 PEF1 POLR1B SFRP1 SOX9 TCOF1 WNT8A GOBP_NEURAL_FOLD_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEURAL_FOLD_FORMATION BMP5 BMP7 CECR2 HIF1A LUZP1 NODAL OVOL2 GOBP_NEURAL_NUCLEUS_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEURAL_NUCLEUS_DEVELOPMENT ACTB ALDH1A3 ARX ASCL1 ATF2 ATP5PB ATP5PF BASP1 BCL2 CALM1 CALM2 CALM3 CASP5 CCDC14 CDC42 CDK5R1 CDK5R2 CHRNB2 CKB CNP COX6B1 DYNLL1 FGF2 FGF9 FOXP2 G6PD GLUD1 GNB4 H2BC12L HOXB1 HOXB2 HSPA5 INA KCNC1 KCNC2 KCNE1 KIRREL3 LARGE1 MAOB MAPKAP1 MBP MECP2 NDRG2 NDUFS3 NFIB NKX2-1 PADI2 PHOX2A PHOX2B PLP1 POTEE RAD1 RHOA S100A1 SCRIB SEC16A SEC24B SIRT2 SUDS3 SYNGR3 SYPL2 TTBK1 YWHAE YWHAH YWHAQ ZNF148 ZNF430 GOBP_NEURAL_PLATE_ANTERIOR_POSTERIOR_REGIONALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEURAL_PLATE_ANTERIOR_POSTERIOR_REGIONALIZATION CELSR2 FUZ NOG SSBP3 TBX18 GOBP_NEURAL_PLATE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEURAL_PLATE_DEVELOPMENT C2CD3 CTNNB1 DVL1 DVL2 EPB41L5 FGF8 NOG PTCH1 ZIC3 GOBP_NEURAL_PLATE_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEURAL_PLATE_MORPHOGENESIS DVL1 DVL2 EPB41L5 FGF8 NOG GOBP_NEURAL_PLATE_PATTERN_SPECIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEURAL_PLATE_PATTERN_SPECIFICATION BMPR1A C2CD3 CELSR2 FUZ NOG PTCH1 SSBP3 TBX18 GOBP_NEURAL_PLATE_REGIONALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEURAL_PLATE_REGIONALIZATION BMPR1A CELSR2 FUZ NOG SSBP3 TBX18 GOBP_NEURAL_PRECURSOR_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEURAL_PRECURSOR_CELL_PROLIFERATION ACAN ACSL6 ADGRG1 AKNA APPL2 ARHGEF2 ARTN ARX ASCL1 ASPM ATF5 BBS1 BCAN BCL11B BTG2 CDH2 CDON CEND1 CEP120 CTNNA1 CTNNB1 CX3CL1 CX3CR1 DAGLA DAGLB DBN1 DCT DISC1 DISP3 DIXDC1 DLL4 DMRTA2 DOCK7 DRD2 EGF ELL3 EML1 EMX1 EMX2 EPHB1 FGF13 FGF2 FGF8 FGFR2 FLNA FOXG1 FOXO1 FRS2 FZD3 FZD6 FZD9 GATA2 GBX2 GJC2 GLI1 GLI3 GNAI2 GPR37L1 HAPLN1 HAPLN2 HAPLN3 HAPLN4 HHIP HIF1A HOOK3 ID2 ID4 IFT20 IGF2BP1 ILK INSM1 ITGB1 KCNA1 KCTD13 KDM1A KDM2B KIF14 KIFAP3 LEF1 LHX1 LHX2 LHX5 LIMS2 LNX2 LRP2 LRRK2 LYN MDK MELK MIOS MIR137 NAP1L1 NBN NCAN NDE1 NDUFS2 NES NEUROD4 NF1 NF2 NFIA NFIB NOTCH1 NR2E1 NUMB NUMBL ORC3 OTP PAFAH1B1 PAX6 PCM1 PDE9A PITX3 PLXNB2 POU3F2 POU3F3 PROX1 PSMG1 PTBP2 PTN PTPRZ1 RAB10 RACGAP1 RARB RASSF10 RERE RHOA RORA RPGRIP1 RRM1 RYK SHCBP1 SHH SHOC2 SIRT2 SIX3 SKOR2 SLC16A2 SLC39A5 SLC6A4 SMARCD3 SMO SOX10 SOX5 SPINT1 SPINT2 TAFA1 TAFA3 TEAD3 TMEM14B TOX TP53 TRIM71 TRNP1 VAX1 VCAN VEGFA VEGFC WDR47 WDR62 WNT1 WNT2 WNT3A WNT5A WNT7A ZNF335 ZNF503 GOBP_NEURAL_RETINA_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEURAL_RETINA_DEVELOPMENT ACTL6A AHI1 ATOH7 ATP2B2 ATP2B4 ATP8A2 BARHL2 BBS4 CABP4 CALB1 CASP2 CNTF CRB1 CRB2 DIO3 DLL4 DLX1 DLX2 DSCAM FAT3 FJX1 FOXN4 GDF11 GNAT1 GNAT2 GPM6A HCN1 HES1 HIPK1 HIPK2 IHH LARGE1 LHX1 MEGF11 NAGLU NDP NEUROD1 NEUROD4 NOTCH1 NRL NTRK2 PDE6C POU4F2 PRDM1 PROM1 PSEN1 PTF1A PTPRM RDH13 RHO ROM1 RORB RP1 RPE65 RPGRIP1 RPGRIP1L RS1 SDK1 SDK2 SIX3 SLC17A7 SLC17A8 SLC1A1 SMARCA4 SMARCD3 SOX8 SOX9 STAT3 TFAP2A TFAP2B TGFB2 TGIF2 THRB THY1 TSPAN12 TTC8 USH1C USP45 VSX1 ZHX2 GOBP_NEURAL_TUBE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEURAL_TUBE_DEVELOPMENT ABL1 ADM ALDH1A2 AMBRA1 APAF1 ARHGAP35 ARL13B ATP6AP2 BBS4 BCL10 BMI1 BMP4 BMP5 BMP7 BRD2 C2CD3 CASP3 CBY1 CC2D2A CDK20 CECR2 CELSR1 CHRD CITED2 CLUAP1 COBL CPLANE2 CTHRC1 DACT1 DCHS1 DEAF1 DLC1 DVL1 DVL2 DVL3 DZIP1L EN1 EPHA2 FERD3L FGF8 FKBP8 FOLR1 FOXA1 FOXB1 FUZ FZD1 FZD2 FZD3 FZD6 GBX2 GDF7 GLI2 GLI3 GLMN GORAB GPR161 GRHL2 GRHL3 GSC HECTD1 HES1 HES5 HIF1A IFT122 IFT140 IFT172 IFT52 IFT57 INTU ITPK1 KAT2A KAT5 KDM2B KIF20B LHX2 LIAS LMO4 LRP2 LUZP1 MARCKS MED12 MIB1 MKS1 MTHFD1 MTHFD1L MTHFR NF1 NODAL NOG NOTCH1 NPHP3 NUP133 OPA1 OVOL2 PAX2 PAX6 PFN1 PHACTR4 PHGDH PKD1 PKD2 PLOD3 PLXNA2 PLXNB2 PRICKLE1 PRKACA PRKACB PROX1 PSEN1 PTCH1 PTK7 RALA RARA RARG RGMA RNF220 RPGRIP1L RPS7 SALL4 SCRIB SDC4 SEC24B SEMA3C SEMA4C SETD2 SFRP1 SFRP2 SHH SKI SLC39A12 SMO SOX17 SPINT1 SPINT2 SSBP3 ST14 STIL STK3 STK4 SUFU TBC1D32 TCTN1 TEAD2 TGFB1 TGFB2 TMED2 TMEM107 TRAF6 TRIM71 TSC1 TSC2 TULP3 TWIST1 VANGL2 VASP WDPCP WDR19 WNT1 WNT3A WNT5A ZFP36L1 ZNF358 GOBP_NEURAL_TUBE_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEURAL_TUBE_FORMATION ABL1 ADM APAF1 ARHGAP35 BBS4 BCL10 BMP4 BMP5 BMP7 BRD2 CASP3 CC2D2A CDK20 CECR2 CELSR1 CITED2 CLUAP1 COBL CTHRC1 DEAF1 DLC1 DVL1 DVL2 DVL3 FOLR1 FUZ FZD1 FZD2 FZD3 FZD6 GDF7 GLMN GRHL2 GRHL3 HECTD1 HIF1A IFT122 IFT172 IFT52 IFT57 KAT2A KDM2B KIF20B LHX2 LIAS LMO4 LRP2 LUZP1 MED12 MIB1 MKS1 MTHFD1 MTHFD1L MTHFR NODAL NOG NPHP3 OPA1 OVOL2 PAX2 PFN1 PHACTR4 PLXNB2 PRICKLE1 PRKACA PRKACB PTCH1 PTK7 RALA RARA RARG RGMA RPS7 SALL4 SCRIB SDC4 SEC24B SEMA4C SETD2 SFRP1 SFRP2 SKI SLC39A12 SPINT1 SPINT2 ST14 STIL STK3 STK4 SUFU TCTN1 TEAD2 TGFB1 TGFB2 TMED2 TRAF6 TRIM71 TSC1 TSC2 TULP3 TWIST1 VANGL2 VASP WNT5A GOBP_NEURAL_TUBE_PATTERNING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEURAL_TUBE_PATTERNING ARL13B ATP6AP2 BMI1 BMP4 CDK20 CPLANE2 DZIP1L EN1 FGF8 FKBP8 FOXA1 GBX2 GLI3 GORAB GPR161 GSC HES1 IFT140 KDM2B MKS1 PAX6 PRKACA PRKACB PSEN1 PTCH1 RNF220 RPGRIP1L SHH SMO SOX17 SSBP3 SUFU TBC1D32 TCTN1 TMED2 TMEM107 TULP3 WDR19 WNT1 WNT3A GOBP_NEUROBLAST_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEUROBLAST_DIFFERENTIATION ASCL1 BCHE DLX1 DLX2 NOTCH3 SIX3 TAFA1 TAFA3 GOBP_NEUROBLAST_DIVISION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEUROBLAST_DIVISION AKNA ARHGEF2 ASPM DCT DOCK7 FGF13 FGFR2 LEF1 NUMB NUMBL RAB10 SOX5 TEAD3 WNT3A GOBP_NEUROBLAST_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEUROBLAST_MIGRATION ABCC8 ATOH1 EDNRB FUT10 SIX3 TNR GOBP_NEUROBLAST_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEUROBLAST_PROLIFERATION ACAN ACSL6 AKNA ARHGEF2 ARTN ASCL1 ASPM BCAN BTG2 CDON CTNNA1 CTNNB1 CX3CL1 CX3CR1 DAGLA DAGLB DCT DISC1 DMRTA2 DOCK7 DRD2 EML1 FGF13 FGF2 FGFR2 FOXG1 FRS2 FZD3 FZD9 GATA2 GLI3 HAPLN1 HAPLN2 HAPLN3 HAPLN4 HHIP HIF1A ID4 ITGB1 KCNA1 KDM1A KIFAP3 LEF1 LHX5 LRRK2 MIR137 NBN NCAN NDE1 NEUROD4 NF1 NOTCH1 NR2E1 NUMB NUMBL OTP PAFAH1B1 PAX6 PLXNB2 PROX1 PTN RAB10 RACGAP1 SHH SIX3 SKOR2 SMARCD3 SMO SOX10 SOX5 TAFA1 TAFA3 TEAD3 TP53 VAX1 VCAN VEGFA VEGFC WDR62 WNT3A ZNF335 GOBP_NEUROENDOCRINE_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEUROENDOCRINE_CELL_DIFFERENTIATION ASCL1 BCCIP BMP2 FGF2 FGF8 GATA2 HES1 INSM1 JAG1 LHX3 NKX2-2 NOTCH1 OTP POU3F2 WNT11 WNT4 GOBP_NEUROEPITHELIAL_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEUROEPITHELIAL_CELL_DIFFERENTIATION ABL1 ASCL1 B9D1 BCCIP BMP2 CDH2 CEBPB DLG5 DLL1 DLX3 DSPP EMX1 FAM20C FGF2 FGF8 GATA2 HES1 INSM1 IPO7 JAG1 LHX3 MAP1B NKX2-2 NODAL NOTCH1 OTP POU3F2 RPTOR SERPINE1 SMAD2 SOX11 SOX4 TGFB1 TMEM231 TUBB VAX1 WNT11 WNT4 GOBP_NEUROFILAMENT_CYTOSKELETON_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEUROFILAMENT_CYTOSKELETON_ORGANIZATION ARHGEF28 ATF2 ATP8A2 CLN8 INA NDEL1 NEFH NEFL SOD1 VPS54 GOBP_NEUROGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEUROGENESIS ABCA2 ABCC8 ABI1 ABI2 ABI3 ABITRAM ABL1 ABL2 ABT1 ACAN ACAP3 ACE ACP4 ACSL3 ACSL4 ACSL6 ACTB ACTBL2 ACTG1 ACTL6B ACTL9 ADAM17 ADARB1 ADCY1 ADCY10 ADCY6 ADCYAP1 ADGRB1 ADGRB3 ADGRF1 ADGRG1 ADGRG6 ADGRL3 ADGRV1 ADM ADNP ADORA2A ADRA2B ADRA2C AFG3L2 AGBL4 AGER AGRN AGTPBP1 AHI1 AKNA AKT1 AKT2 ALCAM ALDH1A2 ALK ALKAL1 ALKAL2 ALKBH1 ALS2 AMIGO1 AMIGO3 ANAPC2 ANK3 ANKRD24 ANKRD27 ANKS1A ANO1 ANOS1 ANXA1 ANXA2 AP2A1 APBB1 APCDD1 APLP1 APLP2 APOA4 APOD APOE APP APPL2 ARC AREG ARF4 ARF6 ARHGAP33 ARHGAP35 ARHGAP4 ARHGAP44 ARHGEF10 ARHGEF2 ARHGEF25 ARHGEF28 ARHGEF40 ARL3 ARMCX5-GPRASP2 ARSB ARTN ARX ASAP1 ASCL1 ASCL2 ASPA ASPM ASTN1 ASTN2 ATAT1 ATCAY ATF1 ATF4 ATF5 ATL1 ATOH1 ATOH7 ATP1B2 ATP2B2 ATP7A ATP8A2 ATP8B1 ATP9A ATXN10 AURKA AUTS2 AVIL AXL AZU1 B2M B3GNT2 B4GALT5 B4GALT6 B4GAT1 BAG5 BAIAP2 BARHL1 BARHL2 BAX BBS1 BBS4 BCAN BCCIP BCHE BCL11A BCL11B BCL2 BCL6 BDNF BECN1 BEND6 BHLHA15 BHLHE22 BHLHE23 BHLHE40 BHLHE41 BICDL1 BIN1 BLOC1S1 BLOC1S2 BLOC1S3 BLOC1S4 BLOC1S5 BLOC1S6 BMAL1 BMERB1 BMP2 BMP4 BMP5 BMP6 BMP7 BMPR1A BMPR1B BMPR2 BNIP3 BOC BOK BRAF BRINP1 BRINP2 BRINP3 BRSK1 BRSK2 BTBD1 BTBD2 BTBD3 BTBD6 BTG2 BTG4 C12orf57 C1QA C1QL1 C21orf91 C3 C5AR1 C9orf72 CABP4 CACNG7 CALR CAMK1 CAMK1D CAMK2A CAMK2B CAMK2G CAMSAP1 CAMSAP2 CAMSAP3 CAPRIN1 CAPRIN2 CARM1 CASP3 CASZ1 CBFA2T2 CBLN1 CCDC88A CCK CCKAR CCL11 CCL2 CCL3 CCND1 CCR2 CCR4 CD38 CD3E CD9 CDC42 CDH1 CDH11 CDH2 CDH23 CDH4 CDHR1 CDK1 CDK16 CDK5 CDK5R1 CDK5R2 CDK5RAP1 CDK5RAP2 CDK5RAP3 CDK6 CDKL3 CDKL5 CDKN1C CDKN2B CDKN2C CDNF CDON CEBPB CECR2 CELSR1 CELSR2 CEND1 CEP120 CEP290 CEP85L CERS2 CERS5 CFAP418 CFL1 CFLAR CHAC1 CHD5 CHD7 CHL1 CHN1 CHODL CHRM1 CHRNA3 CHRNA7 CHRNB2 CIB1 CIT CLCF1 CLCN2 CLMN CLN5 CLN8 CLRN1 CLRN2 CLU CNGB1 CNP CNR1 CNTF CNTN1 CNTN2 CNTN4 CNTN5 CNTN6 CNTNAP1 CNTNAP2 COBL COL3A1 COPS2 CPEB3 CPNE1 CPNE5 CPNE6 CPNE9 CRABP2 CRB1 CRB2 CREB1 CRK CRKL CRMP1 CRPPA CRTAC1 CSF1 CSF1R CSK CSMD3 CSNK1D CSNK1E CSPG4 CSPG5 CTDSP1 CTF1 CTHRC1 CTNNA1 CTNNA2 CTNNB1 CTNND2 CTTN CUL4B CUL7 CUX1 CUX2 CX3CL1 CX3CR1 CXCL12 CXCR4 CYB5D2 CYFIP1 CYFIP2 CYSLTR1 DAAM2 DAB1 DAB2 DAB2IP DAG1 DAGLA DAGLB DBN1 DBNL DBX1 DCC DCDC2 DCHS1 DCLK1 DCLK2 DCT DCX DDIT4 DDR1 DDR2 DDX56 DDX6 DENND5A DGKG DGUOK DHFR DHFRP1 DHX36 DICER1 DIO3 DIP2A DIP2B DISC1 DISP3 DIXDC1 DKK1 DLG4 DLG5 DLL1 DLL3 DLL4 DLX1 DLX2 DLX3 DLX5 DMD DMRT3 DMRTA2 DNAAF4 DNAJB11 DNER DNM2 DNM3 DNMT3A DOCK10 DOCK7 DOK5 DPYSL3 DPYSL5 DRAXIN DRD1 DRD2 DRD3 DRGX DSCAM DSCAML1 DTNB DTNBP1 DTX1 DUOXA1 DUSP10 DUSP15 DVL1 DVL2 DVL3 DYNC2H1 DYNLT1 DZANK1 ECE1 ECT2 EDN1 EDN2 EDN3 EDNRA EDNRB EEF2K EFHC2 EFHD1 EFNA1 EFNA2 EFNA3 EFNA4 EFNA5 EFNB1 EFNB2 EFNB3 EGFR EGR2 EHD1 EHMT2 EIF2AK4 EIF2B1 EIF2B2 EIF2B3 EIF2B4 EIF2B5 EIF4E EIF4ENIF1 EIF4G1 EIF4G2 ELAVL4 ELL3 ELP3 EMB EML1 EMX1 EMX2 EN1 EN2 ENAH ENC1 EOMES EP300 EPB41L3 EPHA10 EPHA2 EPHA3 EPHA4 EPHA5 EPHA6 EPHA7 EPHA8 EPHB1 EPHB2 EPHB3 EPHB6 EPO EPOP ERBB2 ERBB3 ERBB4 ERCC2 ERCC3 ERCC6 ESRP1 ETV1 ETV5 ETV6 EVX1 EXT1 EYA1 EZH2 F2 FA2H FAIM FAIM2 FAM151B FARP1 FARP2 FAT3 FAT4 FBXO38 FBXO45 FBXO7 FBXW8 FERD3L FES FEV FEZ1 FEZ2 FEZF1 FEZF2 FGF10 FGF13 FGF2 FGF20 FGF5 FGF8 FGFR1 FGFR2 FIG4 FKBP1B FKBP4 FKBP8 FLNA FLOT1 FLRT1 FLRT2 FLRT3 FMR1 FN1 FOLR1 FOXA1 FOXA2 FOXB1 FOXD1 FOXG1 FOXN4 FOXO6 FRMD7 FRS2 FRY FRYL FSCN2 FSTL4 FTSJ1 FUT9 FXR1 FYN FZD1 FZD10 FZD2 FZD3 FZD4 FZD5 FZD7 FZD8 FZD9 GABRA5 GABRB1 GABRB2 GAK GALR2 GAP43 GAS6 GAS7 GATA2 GATA3 GBA1 GBA2 GBX1 GBX2 GCM1 GCM2 GDF11 GDF5 GDF6 GDF7 GDI1 GDNF GDPD5 GFAP GFI1 GFRA1 GFRA3 GHRL GIGYF2 GIT1 GJC2 GLDN GLI2 GLI3 GNAT1 GNAT2 GNGT1 GNRH1 GOLGA4 GORASP1 GPC1 GPC2 GPER1 GPM6A GPM6B GPR157 GPR17 GPR173 GPR183 GPR37 GPR37L1 GPRASP3 GPRC5B GPRIN1 GPRIN2 GPRIN3 GRID2 GRIN2A GRIN3A GRIP1 GRM5 GRM7 GRN GRXCR1 GRXCR2 GSDME GSK3A GSK3B GSX1 GSX2 HAND2 HAP1 HAPLN1 HAPLN2 HAPLN3 HAPLN4 HCN1 HDAC1 HDAC11 HDAC2 HDAC5 HDAC6 HDAC9 HDGFL3 HECW1 HECW2 HELT HERC1 HES1 HES2 HES3 HES5 HES6 HES7 HEXA HEXB HEY1 HEY2 HEYL HHIP HIF1A HIPK1 HIPK2 HLTF HMCN2 HMG20A HMG20B HMGB1 HMGB2 HOOK3 HOXA2 HOXB3 HOXC10 HOXC8 HOXD1 HOXD10 HOXD3 HOXD9 HPRT1 HS6ST1 HSP90AA1 HSP90AB1 HTRA2 ID2 ID3 ID4 IER2 IFNG IFNGR1 IFRD1 IFT140 IFT172 IFT20 IFT27 IFT88 IGF1R IGF2BP1 IGSF10 IGSF9 IHH IL15RA IL1B IL1RAPL1 IL2 IL33 IL34 IL6 IL6ST ILK IMPACT INHBA INPP5F INPP5J INSM1 INSM2 IQGAP1 IQSEC1 IRX1 IRX2 IRX3 IRX4 IRX5 IRX6 ISL1 ISL2 ISLR2 IST1 ITGA1 ITGA3 ITGA4 ITGA6 ITGB1 ITGB4 ITM2C ITPKA ITSN2 JAG1 JAG2 JAK2 KALRN KANK1 KAT2B KAT5 KAT8 KATNB1 KCNA1 KCNB1 KCNIP2 KCNJ10 KCNQ1 KCNQ3 KCTD11 KDM1A KDM4A KEL KHDC3L KIAA0319 KIAA0319L KIAA1755 KIDINS220 KIF13B KIF1A KIF20B KIF26A KIF5A KIF5B KIF5C KIFAP3 KIFBP KIRREL3 KIT KLF15 KLF4 KLF7 KLHL1 KLK6 KLK8 KNDC1 KRAS KREMEN1 L1CAM LAMA1 LAMA2 LAMB1 LAMB2 LAMC3 LARGE1 LBX1 LDB1 LDLR LEF1 LEMD2 LEP LEPR LGI1 LGI4 LGR6 LHFPL5 LHX1 LHX2 LHX3 LHX4 LHX5 LHX6 LHX8 LHX9 LIF LIG4 LIMK1 LIN28A LLGL1 LLPH LMO4 LMX1A LMX1B LNX2 LPAR1 LPAR3 LRIG2 LRP1 LRP12 LRP2 LRP4 LRP6 LRP8 LRRC4C LRRC7 LRRK2 LRTM1 LRTM2 LSM1 LST1 LTA LTK LYN LYPLA2 LZTS1 LZTS3 MACF1 MAG MAGI2 MAL MAN2A1 MANF MAP1A MAP1B MAP1S MAP2 MAP2K1 MAP2K2 MAP3K13 MAP4 MAP4K4 MAP6 MAPK1 MAPK3 MAPK6 MAPK8IP2 MAPK8IP3 MAPKAPK5 MAPT MARCKS MARK1 MARK2 MBD1 MBOAT1 MBOAT7 MCF2 MCOLN3 MDGA1 MDGA2 MDK MDM2 MECP2 MED1 MED12 MEF2A MEF2C MEGF8 MEIS1 MESP1 MET METRN METTL14 METTL3 MFRP MFSD2A MFSD8 MGARP MIB1 MICALL1 MICALL2 MICOS10-NBL1 MINAR1 MINK1 MIOS MIR125B1 MIR133B MIR137 MIR142 MIR146A MIR181B1 MIR181C MIR200C MIR210 MIR219A1 MIR221 MIR222 MIR26A1 MIR431 MIR511 MKS1 MMD MMD2 MME MMP14 MMP2 MMP24 MNX1 MOBP MOSMO MOV10 MT3 MTCH1 MTMR2 MTOR MTPN MTR MUL1 MUSK MXRA8 MYB MYCBP2 MYCL MYD88 MYEF2 MYLIP MYO16 MYO6 MYO7A MYO9A MYOC MYOT MYPN MYRF MYT1L NAB1 NAB2 NAGLU NANOS1 NAP1L1 NAP1L2 NAPA NAV1 NAV2 NAV3 NBL1 NBN NCAM1 NCAM2 NCAN NCDN NCK1 NCK2 NCKAP1 NCKAP1L NCKIPSD NCMAP NCOA1 NCS1 NCSTN NDE1 NDEL1 NDN NDNF NDP NDRG1 NDRG4 NDUFS2 NECTIN1 NEDD4 NEDD4L NEFH NEFL NEGR1 NEK3 NEO1 NEPRO NEU4 NEURL1 NEUROD1 NEUROD2 NEUROD4 NEUROD6 NEUROG1 NEUROG2 NEUROG3 NEXMIF NEXN NF1 NF2 NFASC NFATC4 NFE2L2 NFIA NFIB NGEF NGF NGFR NGRN NHERF1 NHLH2 NIBAN2 NIF3L1 NIN NIPBL NKD1 NKX2-1 NKX2-2 NKX2-5 NKX2-8 NKX6-1 NKX6-2 NLGN1 NLGN2 NLGN3 NLGN4X NMNAT2 NOG NOTCH1 NOTCH2 NOTCH3 NOTO NOVA2 NPC1 NPHP4 NPR2 NPTN NPTX1 NPY NR1D1 NR2E1 NR2E3 NR2F1 NR2F2 NR2F6 NR3C1 NR4A2 NRBP2 NRCAM NRDC NREP NRG3 NRL NRN1 NRN1L NRP1 NRP2 NRROS NRTN NRXN1 NRXN3 NSMF NSUN5 NTF3 NTF4 NTM NTN1 NTN3 NTN4 NTN5 NTNG1 NTNG2 NTRK1 NTRK2 NTRK3 NUMB NUMBL NUP133 NYAP1 NYAP2 OBSL1 OGDH OLFM1 OLFM3 OLIG1 OLIG2 OLIG3 OMG OMP ONECUT2 OPALIN OPCML OPHN1 OPRM1 OR10A4 ORC3 OSTN OTP OTX2 P2RX4 P2RY1 P2RY12 P3H1 PACSIN1 PAFAH1B1 PAK1 PAK2 PAK3 PAK4 PAK6 PALLD PALS1 PAQR3 PARD3 PARD6B PARP6 PAX2 PAX6 PBX1 PBX2 PBX3 PBX4 PCARE PCDH12 PCDHAC2 PCM1 PCP4 PCSK1 PCSK9 PDE6C PDLIM5 PDZD7 PENK PER2 PEX13 PEX5 PEX7 PHACTR1 PHGDH PHOX2A PHOX2B PICALM PICK1 PIGT PIN1 PITX2 PITX3 PJVK PLA2G10 PLA2G3 PLAA PLAG1 PLEC PLEKHG4 PLEKHG4B PLK5 PLP1 PLPP3 PLPPR4 PLPPR5 PLS1 PLXNA1 PLXNA2 PLXNA3 PLXNA4 PLXNB1 PLXNB2 PLXNB3 PLXNC1 PLXND1 PMP22 POMGNT2 POSTN POTEE POTEF POTEI POTEJ POTEKP POU3F1 POU3F2 POU4F1 POU4F2 POU4F3 PPFIA2 PPP1CC PPP1R9A PPP1R9B PPP2R5B PPP3CA PPP3CB PPP3R1 PPT1 PQBP1 PRAG1 PRDM1 PRDM12 PRDM13 PRDM6 PRDM8 PREX1 PREX2 PRICKLE1 PRKCH PRKCI PRKCQ PRKCZ PRKD1 PRKG1 PRKN PRMT1 PRMT5 PROM1 PROX1 PRPH2 PRRX1 PRTG PRUNE1 PRX PSD PSEN1 PTBP1 PTCH1 PTEN PTF1A PTK2 PTK2B PTK6 PTK7 PTN PTPN11 PTPN9 PTPRB PTPRD PTPRF PTPRG PTPRM PTPRO PTPRS PTPRZ1 PUM2 RAB10 RAB11A RAB13 RAB17 RAB21 RAB29 RAB35 RAB3A RAB6A RAB6B RAB8A RAC1 RAC3 RACGAP1 RAP1A RAP1GAP RAP2A RAPGEF1 RAPGEF2 RAPH1 RARA RARB RASAL1 RASGRF1 RASSF10 RB1 RBPJ RDH13 RELA RELN RERE REST RET RETREG3 RGMA RGS14 RGS2 RHEB RHO RHOA RIMS1 RIMS2 RIT2 RITA1 RND1 RND2 RNF10 RNF112 RNF157 RNF165 RNF220 RNF6 ROBO1 ROBO2 ROBO3 ROBO4 ROCK1 ROGDI ROM1 ROR1 ROR2 RORA RORB RP1 RP1L1 RPGRIP1 RPGRIP1L RPL24 RPS6KA5 RRAS RRAS2 RSPO2 RTN1 RTN3 RTN4 RTN4IP1 RTN4R RTN4RL1 RTN4RL2 RUFY3 RUNX1 RUNX2 RUNX3 RYK S100A10 S100A6 S100A8 S100A9 S100B S1PR1 S1PR5 SALL1 SAMD14 SARM1 SATB2 SCARB2 SCARF1 SCLT1 SCN11A SCN1B SCRIB SCRT1 SCRT2 SCYL1 SCYL2 SCYL3 SDC2 SDC4 SDCCAG8 SDK1 SDK2 SEC24B SECISBP2 SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SEPTIN14 SEPTIN4 SERPINE2 SERPINF1 SERPINI1 SETX SEZ6 SF3A2 SFRP1 SFRP2 SGK1 SH3GL2 SH3GL3 SH3RF1 SH3TC2 SHANK1 SHANK3 SHH SHOC2 SHOX2 SHTN1 SIAH1 SIN3A SIPA1L1 SIRT2 SIX1 SIX3 SIX4 SKI SKIL SKOR2 SLC11A2 SLC12A5 SLC1A1 SLC1A3 SLC23A2 SLC25A46 SLC39A12 SLC44A4 SLC45A3 SLC4A10 SLC4A7 SLC6A4 SLC7A5 SLC8A3 SLC9A6 SLIT1 SLIT2 SLIT3 SLITRK1 SLITRK2 SLITRK3 SLITRK4 SLITRK5 SLITRK6 SMAD4 SMARCA1 SMARCD3 SMARCE1 SMO SMURF1 SNAP25 SNAPIN SNPH SNW1 SNX3 SOCS2 SOD1 SOD2 SORL1 SOS1 SOX1 SOX10 SOX11 SOX13 SOX14 SOX2 SOX3 SOX4 SOX5 SOX6 SOX8 SOX9 SPAG6 SPAG9 SPART SPAST SPEN SPG11 SPINK5 SPINT1 SPOCK1 SPP1 SPRY3 SPTBN4 SRCIN1 SRF SRGAP2 SRGAP2C SRRM4 SRRT SRSF1 SS18L1 SSNA1 ST8SIA2 STAP1 STAT3 STAU2 STK11 STK24 STK25 STMN1 STMN2 STMN3 STMN4 STMND1 STRAP STRC STRN STX1B STX3 STXBP1 STYXL1 SUFU SULT4A1 SUN1 SUN2 SUZ12 SVBP SYN1 SYNE1 SYNE2 SYNGAP1 SYT1 SYT14P1 SYT17 SYT2 SYT3 SYT4 SZT2 TAFA1 TAFA3 TAL1 TANC2 TAOK1 TAOK2 TAOK3 TBC1D23 TBC1D24 TBCD TBCE TBR1 TBX2 TBX20 TBX6 TCF12 TCF3 TCF4 TCTN1 TDP2 TEAD3 TECTA TENM1 TENM2 TENM3 TENM4 TGFB1 TGFB2 TGFBR1 TGIF2 TGM2 TH THAP11 THOC2 THRB THY1 TIAM1 TIAM2 TLR2 TLR4 TLX2 TLX3 TMC1 TMEM106B TMEM108 TMEM132E TMEM30A TMEM98 TNC TNF TNFRSF1B TNFRSF21 TNIK TNN TNR TNXB TOP2B TOR1A TOX TP53 TP73 TPBG TPPP TPRN TRAK1 TRAK2 TRAPPC4 TRAPPC9 TREM2 TRIM11 TRIM32 TRIM46 TRIM67 TRIO TRIOBP TRIP11 TRPC4 TRPC5 TRPV2 TRPV4 TSC22D4 TSKU TSPAN2 TSPO TTBK1 TTC21B TTC36 TTC8 TTL TTLL1 TUBA1A TUBB2B TUBB3 TUBGCP2 TULP1 TULP3 TUNAR TWF1 TWF2 TWIST1 TYRO3 UBA6 UBB UCHL1 UCN UFL1 UGCG UGDH UGT8 UHMK1 ULK1 ULK2 ULK4 UNC13A UNC5A UNC5B UNC5C UNC5D UNCX UNK UPF3B UQCRQ USH1C USH1G USH2A USP33 USP9X UST VAPA VASH2 VASP VAX1 VAX2 VCAM1 VCAN VCL VEGFA VEGFC VEGFD VHL VIM VLDLR VPS13B VPS54 VSX1 VTN VWC2 VWC2L VXN WASF1 WASF3 WASHC5 WASL WDPCP WDR1 WDR47 WDR62 WEE1 WHRN WNK1 WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT8A WNT8B WNT9A WNT9B XBP1 XK XRCC2 XRCC5 XRN2 YAP1 YTHDF1 YTHDF2 YWHAE YWHAG YWHAH ZC4H2 ZDHHC15 ZDHHC17 ZEB1 ZEB2 ZFHX2 ZFHX3 ZFYVE27 ZHX2 ZIC3 ZMIZ1 ZMYND8 ZNF212 ZNF296 ZNF335 ZNF365 ZNF488 ZNF521 ZNF536 ZNF609 ZNF804A ZPR1 ZSWIM6 GOBP_NEUROINFLAMMATORY_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEUROINFLAMMATORY_RESPONSE ADCY1 ADCY8 ADORA2A AGER AIF1 APP ATM AZU1 BPGM C1QA C5AR1 CCL3 CD200 CD200R1 CD200R1L CLU CNTF CST7 CTSC CX3CL1 CX3CR1 DAGLA GNAT2 GRN IFNG IFNGR1 IFNGR2 IGF1 IL13 IL18 IL1B IL33 IL4 IL6 ITGAM ITGB1 ITGB2 JAK2 KCNJ8 LARGE1 LDLR LRP1 LRRK2 MAPT MIR128-1 MIR142 MIR181B1 MIR181C MIR195 MIR206 MIR26A1 MMP3 MMP8 MMP9 NAGLU NR1D1 NR3C1 NUPR1 PLCG2 POMGNT1 POMT2 PSEN1 PTGS2 PTPRC SMO SNCA SPHK1 STAP1 SYT11 TAFA3 TLR2 TLR3 TLR6 TLR9 TNF TNFRSF1B TREM2 TRPV1 TTBK1 TYROBP VPS54 ZEB2 GOBP_NEUROMUSCULAR_JUNCTION_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEUROMUSCULAR_JUNCTION_DEVELOPMENT AFG3L2 AGRN ALS2 ANK3 APP CACNA1S CACNB1 CACNB2 CACNB3 CACNB4 CACNG2 CHRNA1 CNTNAP1 COL4A1 COL4A5 COLQ CRKL DCTN1 DNAJA3 DOK7 DVL1 ERBB2 F2R FNTA FZD9 GPHN KCNJ8 KY LAMB2 LARGE1 LRP4 LRRK2 MESD MUSK MYCBP2 NEDD4 P2RX2 PDZRN3 PPFIBP1 PPFIBP2 RER1 SIX1 SIX4 SLC18A3 SNTA1 SPG11 SPTBN4 TNC UNC13A UNC13B UNC13C ZC4H2 GOBP_NEUROMUSCULAR_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEUROMUSCULAR_PROCESS AARS1 ABCC8 ABL1 ACTN3 ADARB1 ADCY5 ADORA2A AGTPBP1 ALDH1A3 APP ASCL1 ATP2A1 ATP8A2 BACE1 BCR BLOC1S4 C12orf57 CAMTA1 CASQ1 CAV3 CCDC78 CDH23 CHD8 CHRNA1 CHRND CHUK CLN3 CLN8 CLRN1 CNTNAP1 CNTNAP2 COMP CSMD1 CTNNA2 DCANP1 DCTN1 DLG4 DMD DMPK DRD1 DRD2 DRD3 DVL1 EDNRA FGF12 FOXS1 FXN GAA GBA1 GBX1 GCH1 GIGYF2 GLRA1 GLRB GM2A GPR88 GRID2 GRIN2A GRIN2C GRIN2D GRIN3A GSTM2 GSTO1 HERC1 HEXA HEXB HIPK2 HMX3 HOMER1 HOXA1 HOXC10 HOXD10 HSP90AA1 IGDCC3 ITPR1 JPH3 JPH4 JSRP1 KBTBD13 KCNA1 KCNJ2 KCNJ8 LARGE1 MAP1A MECP2 MTOR MYCBP2 MYH14 MYH3 MYH7 MYH8 MYO7A NBN NEFL NEUROG1 NKX6-2 NLGN2 NPAS1 NPR2 NR4A1 NRXN1 PAFAH1B1 PCDH15 PDE8B PENK PEX5 PNKD POMK POU4F1 POU4F2 POU4F3 PRKD1 PRKN PRRT2 PTEN PVALEF RAC3 RBFOX1 RCSD1 REM1 RPS6KB1 SCN1A SCN4A SHANK1 SLC1A3 SLC6A3 SLC8A3 SLITRK6 SLURP1 SPART SPTBN4 STAC STAC2 STAC3 STRA6 STRIT1 SYNM TCAP TCF15 TIFAB TMEM150C TNF TNNC1 TNNC2 TNNI1 TNNI2 TNNI3 TNNT1 TNNT3 TNR TPP1 TUBA1A UBA5 UCHL1 UCN USH1C USH1G VPS35 VPS54 VTI1A XRCC1 ZMPSTE24 ZNF212 GOBP_NEUROMUSCULAR_PROCESS_CONTROLLING_BALANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEUROMUSCULAR_PROCESS_CONTROLLING_BALANCE AARS1 ABL1 ADCY5 ALDH1A3 APP BCR BLOC1S4 CAMTA1 CDH23 CLN3 CLN8 CLRN1 CNTNAP1 DCANP1 DLG4 FOXS1 GAA GIGYF2 GM2A GPR88 GRIN2C HERC1 HEXA HEXB HMX3 IGDCC3 JPH3 JPH4 MYO7A NBN NEFL NEUROG1 NKX6-2 NLGN2 NRXN1 PAFAH1B1 PCDH15 PDE8B POU4F1 POU4F2 POU4F3 RAC3 RBFOX1 SHANK1 SLC1A3 TIFAB TNR TPP1 USH1C USH1G ZNF212 GOBP_NEUROMUSCULAR_PROCESS_CONTROLLING_POSTURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEUROMUSCULAR_PROCESS_CONTROLLING_POSTURE ADARB1 ATP8A2 CLN8 CNTNAP1 FXN GAA GBX1 GCH1 GLRA1 HEXA LARGE1 MECP2 PNKD POU4F1 PRRT2 SCN1A SLURP1 TCF15 TMEM150C GOBP_NEUROMUSCULAR_SYNAPTIC_TRANSMISSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEUROMUSCULAR_SYNAPTIC_TRANSMISSION ADARB1 CHAT CHRM1 CHRNA1 CHRNA3 CHRNB1 CHRNB2 CHRNB4 DTNA EGR3 ERC1 ERC2 FCHSD1 FCHSD2 KIF1B LARGE1 MYLK2 NLGN1 P2RX2 P2RX3 RAB3A RAPSN RIMBP2 RIMBP3 RIMBP3B RIMBP3C SLC5A7 STAC3 STXBP1 TSPOAP1 VPS54 GOBP_NEURONAL_ACTION_POTENTIAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEURONAL_ACTION_POTENTIAL ANK3 CACNA1I CHRNA1 CHRNB4 DRD1 FGF12 FMR1 GBA1 GJD2 GLRA1 GPER1 GPR35 GPR88 GRIA1 GRIK2 HCN1 KCNA1 KCNA2 KCND2 KCNMB2 KCNMB3 KCNMB4 KCNQ3 MTNR1B MTOR MYH14 NPR2 P2RX1 P2RX4 SCN11A SCN1A SCN8A SOD1 GOBP_NEURONAL_ACTION_POTENTIAL_PROPAGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEURONAL_ACTION_POTENTIAL_PROPAGATION CACNB4 CLCN1 CLDN19 CNTNAP1 FKBP1B NRCAM NTRK2 SCN1A SCN1B GOBP_NEURONAL_DENSE_CORE_VESICLE_EXOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEURONAL_DENSE_CORE_VESICLE_EXOCYTOSIS RAB3A SNAP25 STXBP1 SYT4 UNC13A UNC13B UNC13C GOBP_NEURONAL_ION_CHANNEL_CLUSTERING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEURONAL_ION_CHANNEL_CLUSTERING AGRN CNTN2 CNTNAP2 GLDN KCNB1 KCNIP2 MTCH1 MYOC NRCAM PICK1 SCLT1 SPTBN4 GOBP_NEURONAL_SIGNAL_TRANSDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEURONAL_SIGNAL_TRANSDUCTION CLU KCNA1 MACO1 NLGN1 OLFM1 P2RY11 RTN4R GOBP_NEURONAL_STEM_CELL_POPULATION_MAINTENANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEURONAL_STEM_CELL_POPULATION_MAINTENANCE ASPM CDH2 DLL1 FANCC FANCD2 FOXO1 FUT10 HES1 HES5 HOOK3 IGF2BP1 JAG1 MCPH1 MMP24 NOTCH1 PCM1 PROX1 PRRX1 REST SOX2 SRRT SS18 WDR47 GOBP_NEURON_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEURON_APOPTOTIC_PROCESS AARS1 ABL1 ADAM8 ADARB1 ADCY10 ADNP ADORA2A AGAP2 AGTR2 AIFM1 AKT1S1 AKT2 ALKBH1 AMBRA1 ANGPT1 APAF1 APOE APP ARMCX5-GPRASP2 ASCL1 ATF2 ATF4 ATM ATN1 ATP13A2 AXL BACE1 BARHL1 BAX BCL2 BCL2L1 BCL2L11 BDNF BID BNIP3 BOK BRAF BTG2 CASP2 CASP3 CASP7 CASP8 CASP9 CCL2 CCL3 CCND1 CDC34 CDK5 CDK5R1 CEBPB CHL1 CIT CITED1 CLCF1 CLN3 CLN8 CLU CNTF CNTFR CORO1A CPEB4 CRLF1 CTNNB1 CX3CL1 CX3CR1 DAXX DDIT3 DIABLO DIO3 DKK1 DLX1 DNAJC5 DRAXIN EGLN2 EGLN3 EGR1 ELK1 EN1 EN2 EPHA7 ERBB3 F2R FADD FAIM2 FAM162A FAS FASLG FBXO7 FBXW7 FCGR2B FGF20 FGF8 FOXB1 FOXO3 FOXQ1 FZD1 FZD9 G6PD GAPDH GATA3 GBA1 GBE1 GCLC GCLM GDF5 GDNF GFRAL GPI GPRASP3 GPX1 GRID2 GRIK2 GRM4 GRN HIF1A HIPK2 HRAS HTR2A HTRA2 HYOU1 IL10 IL27RA IL6ST ISL1 ITGA1 JAK2 KCNB1 KCNQ3 KDM2B KDR KIF14 KRAS LGMN LIG4 MAG MAP2K4 MAP2K7 MAP3K11 MAP3K12 MAP3K5 MAX MCL1 MDK MECP2 MEF2C MIR125B1 MIR15B MIR181C MIR195 MIR200A MIR98 MSH2 MT3 MTNR1B MYB MYBL2 NAE1 NAIP NCSTN NDNF NDP NEFL NES NF1 NFATC4 NGF NGFR NLRP1 NMNAT1 NONO NPPC NPR2 NQO1 NR3C1 NR4A2 NRBP2 NRP1 NSMF NTF3 NTF4 NTRK1 NTRK2 NUPR1 OXR1 PARK7 PARP1 PARP2 PCDHGC3 PCDHGC4 PCDHGC5 PCSK9 PHB1 PIGT PIK3CA PINK1 PITX3 PLA2G3 PLXND1 POLB POU4F1 POU4F3 PPARGC1A PPT1 PRKCG PRKCI PRKN PRNP PRODH PSEN1 PTK2B PTPRZ1 PYCR1 RAD21 RAPSN RASA1 RB1 RETREG1 RHOA RIPK1 ROCK1 SARM1 SCN2A SEMA3E SET SIAH1 SIGMAR1 SIRT1 SIX1 SIX4 SLC1A1 SLC25A27 SNCA SNCB SNX6 SOD1 SOD2 SPG11 SRPK2 ST8SIA2 STAMBP STXBP1 SYNGAP1 TERT TFAP2A TFAP2B TFAP2D TGFB2 TGFB3 THAP11 THRB TMBIM4 TMBIM6 TMTC4 TNF TNFRSF21 TOX3 TP53 TP63 TRAF7 TREM2 TRIM2 TRPC5 TUBA1A TYRO3 UBB UBE2M UCN UCP2 UNC5B USP53 VPS54 VSTM2L WFS1 WNT1 XIAP XRCC2 ZNF212 ZPR1 GOBP_NEURON_CELLULAR_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEURON_CELLULAR_HOMEOSTASIS ADORA1 AIM2 APP ATP2A2 ATP2B3 ATP6AP1 ATP6AP2 ATP6V0A1 ATP6V0A4 ATP6V0D1 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1D ATP6V1E1 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1H BAP1 CA2 CA7 CACNB2 CACNB4 CALB1 CALB2 CHMP2B CHRNA1 CLCN3 CNR1 CX3CL1 DCTN1 DISC1 DNAJB2 ERC2 FGGY HAAO HEXB HTR1B IFNB1 IL6 IMMT MAP1A NELL2 P2RX1 P2RY1 P2RY4 PRKAA1 PRKN PSEN1 SCGN SLC24A2 SLC6A2 SLC8A2 SNAPIN SV2B TAOK1 TMEM106B TMEM175 TSC22D4 TSPOAP1 TYRO3 GOBP_NEURON_CELL_CELL_ADHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEURON_CELL_CELL_ADHESION ASTN1 ASTN2 CDK5R1 CNTN4 NCAM2 NINJ2 NLGN1 NLGN2 NLGN3 NLGN4X NLGN4Y NRXN1 NRXN2 NRXN3 RET TNR GOBP_NEURON_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEURON_DEVELOPMENT ABI1 ABI2 ABI3 ABITRAM ABL1 ABL2 ACAP3 ACP4 ACTB ACTBL2 ACTG1 ACTL6B ACTL9 ADAM17 ADARB1 ADCY1 ADCY10 ADCY6 ADCYAP1 ADGRB1 ADGRB3 ADGRF1 ADGRV1 ADM ADNP ADORA2A AFG3L2 AGBL4 AGER AGRN AGTPBP1 AHI1 AKT1 ALCAM ALK ALKAL1 ALKAL2 ALKBH1 ALS2 AMIGO1 AMIGO3 ANAPC2 ANK3 ANKRD24 ANKRD27 ANKS1A ANOS1 AP2A1 APBB1 APLP1 APLP2 APOA4 APOD APOE APP ARC AREG ARF4 ARF6 ARHGAP33 ARHGAP35 ARHGAP4 ARHGAP44 ARHGEF25 ARHGEF28 ARHGEF40 ARL3 ARMCX5-GPRASP2 ARSB ARTN ARX ASAP1 ASCL1 ATAT1 ATCAY ATF1 ATF5 ATL1 ATOH1 ATOH7 ATP1B2 ATP7A ATP8A2 ATP8B1 ATP9A ATXN10 AURKA AUTS2 AVIL B2M B3GNT2 B4GALT5 B4GALT6 B4GAT1 BAG5 BAIAP2 BARHL2 BBS1 BBS4 BCL11A BCL11B BCL2 BDNF BECN1 BHLHA15 BHLHE22 BHLHE23 BICDL1 BLOC1S1 BLOC1S2 BLOC1S3 BLOC1S4 BLOC1S5 BLOC1S6 BMP5 BMP7 BMPR1B BMPR2 BOC BRAF BRINP1 BRSK1 BRSK2 BTBD3 BTG2 C12orf57 C1QA C1QL1 C21orf91 C3 C9orf72 CABP4 CACNG7 CAMK1 CAMK1D CAMK2A CAMK2B CAMK2G CAMSAP1 CAMSAP2 CAMSAP3 CAPRIN1 CAPRIN2 CARM1 CASP3 CBFA2T2 CCDC88A CCK CCKAR CD38 CD3E CDC42 CDH1 CDH11 CDH2 CDH23 CDH4 CDHR1 CDK16 CDK5 CDK5R1 CDK5R2 CDKL3 CDKL5 CDKN1C CDNF CECR2 CELSR2 CEP290 CERS2 CFAP418 CFL1 CFLAR CHL1 CHN1 CHODL CHRNA3 CHRNA7 CHRNB2 CIB1 CLMN CLN5 CLRN1 CLRN2 CNGB1 CNP CNR1 CNTF CNTN1 CNTN2 CNTN4 CNTN5 CNTN6 CNTNAP1 CNTNAP2 COBL CPEB3 CPNE1 CPNE5 CPNE6 CPNE9 CRABP2 CRB1 CRB2 CREB1 CRK CRKL CRMP1 CRPPA CRTAC1 CSF1R CSMD3 CSPG5 CTF1 CTHRC1 CTNNA1 CTNNA2 CTNNB1 CTNND2 CTTN CUL4B CUL7 CUX1 CUX2 CX3CL1 CXCL12 CXCR4 CYFIP1 CYFIP2 DAB1 DAB2 DAB2IP DAG1 DBN1 DBNL DCC DCDC2 DCLK1 DCLK2 DDR1 DDR2 DDX56 DENND5A DGKG DGUOK DHFR DHFRP1 DHX36 DICER1 DIO3 DIP2A DIP2B DISC1 DKK1 DLG4 DLG5 DLX5 DMD DNM2 DNM3 DOCK10 DOCK7 DPYSL3 DPYSL5 DRAXIN DRD1 DRD2 DRGX DSCAM DSCAML1 DTNBP1 DVL1 DVL2 DVL3 DZANK1 ECE1 EDN1 EDN2 EDN3 EDNRA EDNRB EEF2K EFHC2 EFHD1 EFNA1 EFNA2 EFNA3 EFNA4 EFNA5 EFNB1 EFNB2 EFNB3 EGR2 EHD1 EIF2AK4 EIF4G2 ELAVL4 EMB EMX1 EN1 EN2 ENAH ENC1 EP300 EPB41L3 EPHA10 EPHA3 EPHA4 EPHA5 EPHA6 EPHA7 EPHA8 EPHB1 EPHB2 EPHB3 EPHB6 EPO ERBB2 ERCC6 ETV1 EVX1 EXT1 EZH2 FAM151B FARP1 FARP2 FAT3 FBXO38 FBXO45 FBXO7 FBXW8 FES FEV FEZ1 FEZ2 FEZF1 FEZF2 FGF13 FGF8 FGFR2 FIG4 FKBP1B FKBP4 FLNA FLOT1 FLRT1 FLRT2 FLRT3 FMR1 FN1 FOLR1 FOXB1 FOXD1 FOXG1 FOXO6 FRMD7 FRY FRYL FSCN2 FSTL4 FUT9 FYN FZD1 FZD2 FZD3 FZD4 GABRA5 GABRB1 GABRB2 GAK GALR2 GAP43 GAS7 GATA2 GATA3 GBA1 GBA2 GBX1 GBX2 GDF7 GDI1 GDNF GFAP GFI1 GFRA1 GFRA3 GHRL GIT1 GLDN GLI2 GLI3 GNAT1 GNAT2 GNGT1 GOLGA4 GORASP1 GPC2 GPM6A GPM6B GPR37 GPRASP3 GPRIN1 GPRIN2 GPRIN3 GRID2 GRIN3A GRIP1 GRM7 GRN GRXCR1 GRXCR2 GSK3A GSK3B HAND2 HCN1 HDAC2 HDAC6 HDGFL3 HECW1 HECW2 HERC1 HES1 HES5 HEXA HMCN2 HMGB1 HOXA2 HOXD10 HOXD9 HPRT1 HS6ST1 HSP90AA1 HSP90AB1 HTRA2 IFRD1 IFT140 IFT20 IFT27 IFT88 IGF1R IGF2BP1 IGSF9 IHH IL15RA IL1RAPL1 IL2 IL6 IMPACT INPP5F INPP5J INSM1 IQGAP1 IQSEC1 ISL1 ISL2 ISLR2 IST1 ITGA1 ITGA3 ITGA4 ITGA6 ITGB1 ITM2C ITPKA ITSN2 JAK2 KALRN KANK1 KAT2B KATNB1 KCNA1 KCNB1 KCNIP2 KCNQ1 KCNQ3 KDM1A KEL KHDC3L KIAA0319 KIAA1755 KIDINS220 KIF13B KIF1A KIF20B KIF26A KIF5A KIF5B KIF5C KIFBP KIRREL3 KLF4 KLF7 KLHL1 KLK6 KLK8 KNDC1 KREMEN1 L1CAM LAMA1 LAMA2 LAMB1 LAMB2 LEP LGI1 LGI4 LGR6 LHFPL5 LHX1 LHX2 LHX3 LHX4 LHX6 LHX8 LHX9 LIF LIMK1 LLGL1 LLPH LMO4 LMX1A LPAR1 LPAR3 LRIG2 LRP12 LRP2 LRP4 LRP8 LRRC4C LRRC7 LRRK2 LRTM1 LRTM2 LST1 LTK LYN LYPLA2 LZTS1 LZTS3 MACF1 MAG MAGI2 MANF MAP1A MAP1B MAP1S MAP2 MAP2K1 MAP2K2 MAP3K13 MAP4 MAP4K4 MAP6 MAPK6 MAPK8IP2 MAPK8IP3 MAPKAPK5 MAPT MARK1 MARK2 MBOAT1 MCF2 MDK MDM2 MECP2 MEF2A MEF2C MEGF8 METRN MFRP MFSD2A MFSD8 MGARP MICALL1 MICALL2 MICOS10-NBL1 MINAR1 MINK1 MIR133B MIR200C MIR210 MIR219A1 MIR221 MIR222 MIR431 MKS1 MMP2 MNX1 MOV10 MT3 MTCH1 MTMR2 MTR MUL1 MUSK MYCBP2 MYLIP MYO16 MYO7A MYO9A MYOC MYOT MYPN MYT1L NAGLU NANOS1 NBL1 NCAM1 NCAM2 NCDN NCK1 NCK2 NCKAP1 NCKAP1L NCKIPSD NCS1 NDEL1 NDN NDNF NDP NDRG4 NECTIN1 NEDD4 NEDD4L NEFH NEFL NEGR1 NEK3 NEO1 NEU4 NEURL1 NEUROD1 NEUROD2 NEUROD4 NEUROD6 NEUROG1 NEUROG2 NEUROG3 NEXN NFASC NFATC4 NFE2L2 NFIB NGEF NGF NGFR NHERF1 NHLH2 NIBAN2 NIN NKX2-1 NKX2-8 NKX6-1 NLGN1 NLGN2 NLGN3 NMNAT2 NOG NOTCH1 NOTCH2 NOTCH3 NOVA2 NPHP4 NPR2 NPTN NPTX1 NPY NR2E1 NR2E3 NR2F1 NR2F6 NR4A2 NRCAM NRDC NREP NRL NRN1 NRN1L NRP1 NRP2 NRTN NRXN1 NRXN3 NSMF NTF3 NTF4 NTM NTN1 NTN3 NTN4 NTNG1 NTNG2 NTRK1 NTRK2 NTRK3 NUMB NUMBL NYAP1 NYAP2 OBSL1 OGDH OLFM1 OLFM3 OLIG1 OLIG2 OLIG3 OMG ONECUT2 OPCML OPHN1 OR10A4 OSTN OTX2 P3H1 PACSIN1 PAFAH1B1 PAK1 PAK2 PAK3 PAK4 PAK6 PALLD PALS1 PAQR3 PARD3 PARD6B PARP6 PAX2 PAX6 PBX1 PBX2 PBX3 PBX4 PCARE PCDH12 PCDHAC2 PDE6C PDLIM5 PDZD7 PHACTR1 PHGDH PHOX2B PICALM PICK1 PITX3 PJVK PLA2G10 PLA2G3 PLAA PLEKHG4 PLEKHG4B PLK5 PLP1 PLPPR4 PLPPR5 PLS1 PLXNA1 PLXNA2 PLXNA3 PLXNA4 PLXNB1 PLXNB2 PLXNB3 PLXNC1 PLXND1 PMP22 POSTN POTEE POTEF POTEI POTEJ POTEKP POU3F2 POU4F1 POU4F2 POU4F3 PPFIA2 PPP1R9A PPP1R9B PPP2R5B PPP3CA PPP3CB PPT1 PQBP1 PRAG1 PRDM1 PRDM12 PRDM8 PREX1 PREX2 PRICKLE1 PRKCI PRKCQ PRKCZ PRKD1 PRKG1 PRKN PRMT1 PRPH2 PRRX1 PSD PSEN1 PTCH1 PTEN PTK2 PTK2B PTK6 PTK7 PTN PTPN11 PTPN9 PTPRD PTPRF PTPRG PTPRM PTPRO PTPRS PTPRZ1 PUM2 RAB10 RAB11A RAB13 RAB17 RAB21 RAB29 RAB35 RAB3A RAB6A RAB6B RAB8A RAC1 RAC3 RAP1A RAP2A RAPGEF1 RAPGEF2 RAPH1 RASAL1 RASGRF1 RB1 RDH13 RELN RERE RET RETREG3 RGMA RGS2 RHOA RIMS1 RIMS2 RIT2 RND1 RND2 RNF157 RNF165 RNF220 RNF6 ROBO1 ROBO2 ROBO3 ROBO4 ROCK1 ROM1 ROR1 ROR2 RORB RP1 RP1L1 RPGRIP1 RPGRIP1L RPL24 RPS6KA5 RTN4 RTN4IP1 RTN4R RTN4RL1 RTN4RL2 RUFY3 RUNX1 RUNX3 RYK S100A6 S100A9 S100B SAMD14 SARM1 SCARB2 SCARF1 SCLT1 SCN11A SCN1B SCRIB SCYL1 SCYL2 SCYL3 SDC2 SDC4 SDK1 SEC24B SECISBP2 SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SERPINF1 SERPINI1 SETX SEZ6 SF3A2 SFRP1 SFRP2 SGK1 SH3GL2 SHANK1 SHANK3 SHH SHOC2 SHOX2 SHTN1 SIAH1 SIN3A SIPA1L1 SKIL SKOR2 SLC11A2 SLC12A5 SLC1A3 SLC23A2 SLC25A46 SLC39A12 SLC44A4 SLC4A10 SLC4A7 SLC9A6 SLIT1 SLIT2 SLIT3 SLITRK1 SLITRK2 SLITRK3 SLITRK4 SLITRK5 SLITRK6 SMAD4 SMO SMURF1 SNAP25 SNAPIN SNX3 SOD1 SOD2 SOS1 SOX1 SPAG6 SPAG9 SPART SPAST SPG11 SPOCK1 SPP1 SPRY3 SPTBN4 SRCIN1 SRF SRGAP2 SRGAP2C SRRM4 SS18L1 SSNA1 ST8SIA2 STAU2 STK11 STK24 STK25 STMN1 STMN2 STMN3 STMN4 STMND1 STRC STRN STX1B STX3 STXBP1 STYXL1 SULT4A1 SVBP SYN1 SYNE1 SYNGAP1 SYT1 SYT14P1 SYT17 SYT2 SYT3 SYT4 SZT2 TANC2 TAOK1 TAOK2 TAOK3 TBC1D23 TBC1D24 TBCD TBCE TBR1 TBX6 TCTN1 TDP2 TECTA TENM1 TENM2 TENM3 TENM4 TGFB2 TH THOC2 THRB THY1 TIAM1 TIAM2 TLX2 TMC1 TMEM106B TMEM108 TMEM132E TMEM30A TNC TNFRSF21 TNIK TNN TNR TNXB TOP2B TOR1A TOX TPBG TPRN TRAK1 TRAPPC4 TRIM32 TRIM46 TRIM67 TRIO TRIOBP TRIP11 TRPC5 TRPV2 TRPV4 TSC22D4 TSKU TSPAN2 TSPO TTC36 TTC8 TTL TUBA1A TUBB2B TUBB3 TULP1 TUNAR TWF1 TWF2 UBA6 UBB UCHL1 UCN UGCG UGDH UGT8 UHMK1 ULK1 ULK2 ULK4 UNC13A UNC5A UNC5B UNC5C UNC5D UNK UPF3B UQCRQ USH1C USH1G USP33 USP9X UST VAPA VASH2 VASP VAX1 VAX2 VCL VEGFA VIM VLDLR VPS13B VPS54 VSX1 WASF1 WASHC5 WASL WDPCP WDR47 WEE1 WHRN WNK1 WNT3 WNT3A WNT5A WNT7A WNT7B XBP1 XK YTHDF1 YWHAH ZC4H2 ZDHHC15 ZDHHC17 ZFYVE27 ZMIZ1 ZMYND8 ZNF212 ZNF296 ZNF335 ZNF365 ZNF804A ZPR1 GOBP_NEURON_FATE_COMMITMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEURON_FATE_COMMITMENT ASCL1 ATOH1 ATOH7 BCL11B BHLHA15 BHLHE22 BHLHE23 BMP4 CDC42 CTNNB1 DBX1 DLL1 DLL4 DLX1 DLX2 DMRT3 DMRTA2 EHMT2 EPOP ESRP1 EYA1 FEV FEZF2 FKBP8 FOXA1 FOXG1 FOXN4 GATA2 GBX1 GLI2 GLI3 GSX1 GSX2 HOXC10 HOXD10 ID2 IHH ISL1 ISL2 JAG2 LBX1 LHX3 LMO4 MNX1 MYT1L NFIA NFIB NKX2-1 NKX2-2 NKX6-2 NOTCH1 NOTCH3 OLIG1 OLIG2 OLIG3 PAX6 POU3F2 POU4F1 PROX1 PRRX1 PTF1A RBPJ SHH SIX1 SMAD4 SOX1 SOX9 SUFU TBR1 TGFBR1 TLX3 WNT1 ZNF521 GOBP_NEURON_FATE_DETERMINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEURON_FATE_DETERMINATION ATOH1 CDC42 CTNNB1 FEZF2 FOXG1 LBX1 NKX2-2 PROX1 PRRX1 WNT1 GOBP_NEURON_FATE_SPECIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEURON_FATE_SPECIFICATION ASCL1 ATOH1 DBX1 DLL1 DMRT3 DMRTA2 EHMT2 ESRP1 EYA1 FEV FKBP8 FOXA1 GLI2 GLI3 GSX2 HOXC10 HOXD10 ISL1 ISL2 LHX3 LMO4 MNX1 MYT1L NFIA NFIB NKX2-2 OLIG3 POU3F2 POU4F1 SIX1 SOX1 SOX9 SUFU TLX3 GOBP_NEURON_GLIAL_CELL_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEURON_GLIAL_CELL_SIGNALING ADRA1A ADRA1B ADRA1D GABBR1 GABBR2 GOBP_NEURON_INTRINSIC_APOPTOTIC_SIGNALING_PATHWAY_IN_RESPONSE_TO_OXIDATIVE_STRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEURON_INTRINSIC_APOPTOTIC_SIGNALING_PATHWAY_IN_RESPONSE_TO_OXIDATIVE_STRESS ADCY10 ATF4 CTNNB1 DAXX FBXO7 FBXW7 FZD1 HIF1A IL10 MAP3K5 MCL1 MIR195 NONO PARK7 PARP1 PINK1 PRKN PRODH PYCR1 TREM2 WNT1 GOBP_NEURON_MATURATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEURON_MATURATION ACTL6B ADGRB3 AGRN ANKS1A APP B4GALT5 B4GALT6 BCL11A BCL2 C1QA C1QL1 C3 CDKN1C CLN5 CNTN2 CNTNAP2 CX3CL1 EDNRA EDNRB EPHA8 FARP2 FEV GATA2 GLDN KCNB1 KCNIP2 KCNQ3 KDM1A LGI4 LRRK2 MAP3K13 MECP2 MTCH1 MYOC NR4A2 NRCAM NTN4 PICK1 RAC3 RB1 RET RND1 SCARF1 SCLT1 SPTBN4 SRRM4 TBX6 VSX1 GOBP_NEURON_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEURON_MIGRATION ACAP3 ADGRG1 ADGRL3 ALKBH1 ARHGEF2 ARX ASCL1 ASPM ASTN1 ASTN2 ATOH1 AUTS2 AXL BARHL1 BARHL2 BAX BBS1 BBS4 CAMK2A CAMK2B CCK CCKAR CCR4 CDK5 CDK5R1 CDK5R2 CDKL5 CELSR1 CELSR2 CEP85L CHL1 CNTN2 COL3A1 CRK CRKL CTNNA2 CTNNB1 CX3CL1 CXCL12 CXCR4 DAB1 DAB2IP DCC DCDC2 DCLK1 DCX DDIT4 DISC1 DNAAF4 DNER DRD1 DRD2 DRGX ELP3 EMX2 EOMES EVX1 FAT3 FBXO45 FEZF1 FEZF2 FGF13 FGFR1 FLNA FLRT2 FOXG1 FYN FZD3 GAS6 GATA2 GATA3 GFRA3 GNRH1 GPM6A GPR173 HSP90AA1 IGSF10 ITGA3 KIAA0319 KIAA0319L KIF20B KIF26A KIRREL3 LARGE1 LHX1 LHX6 LRIG2 LRP12 MAP1B MARK1 MARK2 MDGA1 MDK MEF2C NAV1 NDE1 NDEL1 NDN NDNF NEO1 NEUROD4 NEXMIF NIPBL NKX2-1 NKX6-1 NR2F2 NR4A2 NRCAM NRG3 NRP1 NRP2 NSMF NTN1 NTNG1 NTNG2 NTRK2 OLIG3 PAFAH1B1 PAX6 PCM1 PEX13 PEX5 PEX7 PHACTR1 PHOX2B PLAA PLXNA1 PLXNA3 PLXNB2 POMGNT2 POU4F1 PRKG1 PSEN1 RAC1 RAPGEF2 RELN RHOA SATB2 SCRT1 SCRT2 SDCCAG8 SEMA3A SEMA3E SEMA6A SEPTIN14 SEPTIN4 SH3RF1 SHTN1 SOX1 SOX14 SPOCK1 SRF SRGAP2 SRGAP2C STAT3 TBC1D24 TBX20 TLX3 TNN TOP2B TRIM46 TUBA1A TUBB2B TUBGCP2 TWIST1 TYRO3 ULK4 UNC5C UNC5D UNK USP9X VAX1 VEGFA WDR62 YWHAE ZMIZ1 ZNF609 GOBP_NEURON_NEURON_SYNAPTIC_TRANSMISSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEURON_NEURON_SYNAPTIC_TRANSMISSION DLGAP2 DRD2 KIF1B PTEN TMOD2 VDAC1 GOBP_NEURON_PROJECTION_ARBORIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEURON_PROJECTION_ARBORIZATION CHRNA7 DLG4 DVL1 DVL2 DVL3 FZD4 GRIP1 IGF2BP1 LRP2 LRRK2 MACF1 MAP3K13 MFSD2A MOV10 MYO9A NLGN1 NRP1 NTNG1 NTNG2 PAK6 PHACTR1 PTN ROCK1 SEMA3A SPRY3 SSNA1 SULT4A1 TAOK2 TPBG TUBA1A WNT5A ZNF365 GOBP_NEURON_PROJECTION_EXTENSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEURON_PROJECTION_EXTENSION ABL1 ADCY10 ADNP ALCAM ANAPC2 APOE ARHGAP4 AURKA AUTS2 BARHL2 BCL11A BMPR2 C9orf72 CACNG7 CDH1 CDH4 CDK5 CDKL3 CDKL5 CPNE1 CPNE5 CPNE6 CPNE9 CTNNB1 CTTN CXCL12 CXCR4 CYFIP1 CYFIP2 DCLK1 DDR1 DIP2B DISC1 DNM2 DRAXIN DSCAM DVL1 EDN1 EDN2 EDN3 EDNRA EIF2AK4 EIF4G2 EMX1 FLRT1 FLRT3 FN1 GDI1 GOLGA4 GSK3B HDAC6 HSP90AA1 HSP90AB1 IFRD1 IMPACT IQGAP1 ISLR2 ITGA4 ITGB1 ITSN2 KIAA0319 L1CAM LAMB2 LHX2 LIMK1 LLPH MACF1 MAG MAP1B MAP2 MAP3K13 MAPT MECP2 MEGF8 MT3 MUL1 NDEL1 NDN NEDD4L NKX6-1 NLGN3 NRCAM NRN1 NRN1L NRP1 NRP2 NTN1 OLFM1 OSTN PAFAH1B1 PAK6 PLAA PLXNA1 PLXNA3 PLXNA4 POSTN POU4F2 POU4F3 PPP3CB PRICKLE1 PRKCZ PRKN PTPRS RAB21 RAPH1 RASAL1 RIMS1 RIMS2 RNF157 RNF6 RTN4 RTN4R RUFY3 RYK S100B SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SH3GL2 SHTN1 SIN3A SLC23A2 SLC39A12 SLC9A6 SLIT1 SLIT2 SLIT3 SMURF1 SPAG6 SPAG9 SPG11 SRF SSNA1 ST8SIA2 STK11 SYT1 SYT14P1 SYT17 SYT2 SYT3 SYT4 TIAM1 TMEM108 TNN TNR TRIM46 TRPC5 TRPV2 TSC22D4 TTL TWF2 ULK1 ULK2 UNC13A USP9X VCL VEGFA WASF1 WNT3 WNT3A WNT5A ZFYVE27 GOBP_NEURON_PROJECTION_EXTENSION_INVOLVED_IN_NEURON_PROJECTION_GUIDANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEURON_PROJECTION_EXTENSION_INVOLVED_IN_NEURON_PROJECTION_GUIDANCE ALCAM BMPR2 CXCL12 DSCAM HDAC6 MEGF8 NRP1 NRP2 PLXNA3 PLXNA4 RYK SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SLIT1 SLIT2 SLIT3 VEGFA WNT3 WNT3A WNT5A GOBP_NEURON_PROJECTION_MAINTENANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEURON_PROJECTION_MAINTENANCE ABCD1 ABCD2 ADCY10 APP ATP1A3 DCTN1 INS INSR KIFBP MAP1A PRNP PSEN1 GOBP_NEURON_PROJECTION_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEURON_PROJECTION_ORGANIZATION ABCD1 ABCD2 ABHD17B ABI2 ABI3 ADCY10 APOE APP ARC ARF1 ARHGAP33 ARHGAP44 ARMCX5-GPRASP2 ATP1A3 BAIAP2 CAMK2B CAPRIN1 CAPRIN2 CDC42 CDK5 CDK5R1 CFL1 CHRNA7 CTNND2 CTTN CUX2 DBN1 DCTN1 DHX36 DIP2A DLG4 DNM3 DOCK10 DTNBP1 DVL1 EEF2K EFNA1 EPHA4 EPHB1 EPHB2 EPHB3 FCGR2B FYN GPRASP3 GRIN2B GSK3B HDAC6 HOMER1 IGF1R INS INSR ITGA3 ITPKA KIF1A KIFBP LGMN LRP8 LRRK2 LZTS3 MAP1A MIR30B MTMR2 NEDD9 NGEF NLGN1 PAFAH1B1 PAK3 PDLIM5 PICK1 PLS1 PPFIA2 PRNP PSEN1 PTEN RELN SHANK1 SHANK3 SIPA1L1 SRCIN1 STAU2 TANC1 TANC2 TIAM1 TREM2 VPS35 WASL WNT7A ZDHHC15 ZMYND8 ZNF365 ZNF804A GOBP_NEURON_PROJECTION_REGENERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEURON_PROJECTION_REGENERATION ADM APOA4 APOD BCL2 BRAF CERS2 CNTF CSPG5 CTNNA1 DAG1 DHFR DHFRP1 EPHA4 FKBP1B FLNA FOLR1 GAP43 GFAP GRN IGF1R INPP5F JAK2 KIAA0319 KLF4 KREMEN1 LAMB2 LRIG2 MAG MAP1B MAP2K1 MAP2K2 MAPK8IP3 MIR221 MIR222 MIR431 MMP2 MTR NEFL NEO1 NREP OMG PRRX1 PTN PTPRF PTPRS PUM2 RGMA RTN4R RTN4RL1 RTN4RL2 SCARF1 SPP1 STK24 THY1 TNC TNR TSPO ULK1 GOBP_NEURON_RECOGNITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEURON_RECOGNITION AMIGO1 APP ARHGAP35 CASP3 CDK5R1 CNR1 CNTN2 CNTN4 CNTN6 CNTNAP2 CRTAC1 CXCR4 DSCAM DSCAML1 EFNB3 EMB EPHA3 EPHA4 EPHB2 EPHB3 EXT1 FEZF2 FOXG1 GAP43 IGSF9 MEGF8 MYPN NCAM2 NDN NEXN NRCAM NRP1 NTM OPCML PALLD PCDH12 PLXND1 ROBO1 ROBO2 ROBO3 ROBO4 RTN4 SEMA5A TNFRSF21 TNN GOBP_NEURON_REMODELING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEURON_REMODELING ADGRB3 ANKS1A APP BCL11A C1QA C1QL1 C3 CX3CL1 EDNRA EPHA8 FARP2 KCNQ3 NTN4 RND1 SCARF1 GOBP_NEUROPEPTIDE_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEUROPEPTIDE_SIGNALING_PATHWAY ADCYAP1 AGRP BRS3 CALCA CARTPT CMKLR2 CPE CRCP CYSLTR1 CYSLTR2 ECEL1 GAL GALP GALR1 GALR2 GALR3 GLRA1 GLRA2 GLRB GPR139 GPR143 GPR149 GPR151 GPR171 GPR37 GPR83 GPR84 GRP GRPR HCRT HCRTR1 HCRTR2 KISS1R LTB4R LTB4R2 MC2R MCHR1 MCHR2 NMB NMBR NMS NMU NMUR1 NMUR2 NPB NPBWR1 NPBWR2 NPFF NPFFR1 NPFFR2 NPPA NPPB NPS NPSR1 NPVF NPW NPY NPY1R NPY2R NPY4R2 NPY5R NPY6R NTS NTSR1 NTSR2 NXPH2 NXPH3 NXPH4 OPRD1 OPRK1 OPRL1 OPRM1 PCSK1N PDYN PENK PMCH PNOC POMC PPY PRLHR PROK2 PROKR1 PROKR2 PTGDR2 PTH2 PYY PYY3 QRFP QRFPR RAPGEF2 RELA RXFP3 RXFP4 SCG5 SORCS1 SORCS2 SORCS3 SORL1 SORT1 SSTR1 SSTR2 SSTR3 SSTR4 SSTR5 TAC1 TAC3 TENM1 TYRO3 UCN UTS2R GOBP_NEUROTRANSMITTER_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEUROTRANSMITTER_BIOSYNTHETIC_PROCESS ALDH9A1 CHAT DAGLA DAGLB DBH GAD1 GAD2 MOXD1 MOXD2P NOS1 PAH SLC44A4 SLC5A7 TH GOBP_NEUROTRANSMITTER_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEUROTRANSMITTER_CATABOLIC_PROCESS ABAT ACHE ALDH5A1 BCHE COLQ COMT HNMT MAOA MAOB PRIMA1 GOBP_NEUROTRANSMITTER_GATED_ION_CHANNEL_CLUSTERING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEUROTRANSMITTER_GATED_ION_CHANNEL_CLUSTERING APOE CHRDL1 DLG4 FRRS1L GLRB GPHN LHFPL4 NLGN1 NLGN2 RELN SHANK3 SHISA6 SHISA7 SLC7A11 SLITRK3 SSH1 ZDHHC2 GOBP_NEUROTRANSMITTER_LOADING_INTO_SYNAPTIC_VESICLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEUROTRANSMITTER_LOADING_INTO_SYNAPTIC_VESICLE SLC17A6 SLC17A7 SLC17A8 SLC18A1 SLC18A2 SLC32A1 TH GOBP_NEUROTRANSMITTER_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEUROTRANSMITTER_METABOLIC_PROCESS ABAT ACHE AGTPBP1 ALDH5A1 ALDH9A1 BCHE CHAT CLN3 COLQ COMT DAGLA DAGLB DBH GAD1 GAD2 GCHFR HNMT MAOA MAOB MOXD1 MOXD2P NOS1 PAH PRIMA1 SLC44A4 SLC5A7 TH GOBP_NEUROTRANSMITTER_RECEPTOR_INTERNALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEUROTRANSMITTER_RECEPTOR_INTERNALIZATION AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 ARC ATAD1 CACNG2 CACNG3 CACNG4 CACNG5 CACNG7 CACNG8 CALY DNM3 DRD4 EFNB2 EPS15 GSG1L HIP1 HPCA ITGB3 LPAR1 NUMB OPHN1 PPP3R1 RALA SCRIB SNAP25 SYNE1 VAC14 GOBP_NEUROTRANSMITTER_RECEPTOR_LOCALIZATION_TO_POSTSYNAPTIC_SPECIALIZATION_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEUROTRANSMITTER_RECEPTOR_LOCALIZATION_TO_POSTSYNAPTIC_SPECIALIZATION_MEMBRANE ADAM10 C1QL2 C1QL3 CACNG2 CACNG3 CACNG7 DAG1 DLG1 DLG4 ERBB2 ERBB4 GHSR GPC4 GPC6 HRAS IQSEC2 LGI1 LHFPL4 NETO1 NETO2 NPTX1 OGT PRKCZ RAP1A RAPSN GOBP_NEUROTRANSMITTER_RECEPTOR_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEUROTRANSMITTER_RECEPTOR_TRANSPORT AP3D1 ARHGAP44 CACNG2 CACNG3 CACNG4 CACNG5 CACNG7 CACNG8 CLSTN1 CPLX1 GRIP1 GRIP2 GRIPAP1 HIP1 LRRC7 NETO1 NSG1 RAB11A RAB8A SCRIB SLC1A1 SNAP25 STX1B STX3 TAMALIN VPS35 GOBP_NEUROTRANSMITTER_RECEPTOR_TRANSPORT_ENDOSOME_TO_POSTSYNAPTIC_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEUROTRANSMITTER_RECEPTOR_TRANSPORT_ENDOSOME_TO_POSTSYNAPTIC_MEMBRANE ARHGAP44 GRIP1 GRIP2 GRIPAP1 LRRC7 NSG1 RAB11A RAB8A SCRIB TAMALIN VPS35 GOBP_NEUROTRANSMITTER_RECEPTOR_TRANSPORT_POSTSYNAPTIC_ENDOSOME_TO_LYSOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEUROTRANSMITTER_RECEPTOR_TRANSPORT_POSTSYNAPTIC_ENDOSOME_TO_LYSOSOME AP3D1 CACNG2 CACNG3 CACNG4 CACNG5 CACNG7 CACNG8 GOBP_NEUROTRANSMITTER_RECEPTOR_TRANSPORT_TO_PLASMA_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEUROTRANSMITTER_RECEPTOR_TRANSPORT_TO_PLASMA_MEMBRANE ARHGAP44 CLSTN1 CPLX1 GRIP1 GRIP2 GRIPAP1 LRRC7 NSG1 RAB11A RAB8A SCRIB SLC1A1 SNAP25 STX1B STX3 TAMALIN VPS35 GOBP_NEUROTRANSMITTER_REUPTAKE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEUROTRANSMITTER_REUPTAKE ATP1A2 CLN8 DRD1 DRD2 DRD3 DRD4 GDNF GPM6B ITGB1 ITGB3 KCNJ10 NOS1 PARK7 PER2 PRKN RAB3B SLC17A8 SLC18A1 SLC18A2 SLC18A3 SLC18B1 SLC1A2 SLC22A1 SLC22A2 SLC22A3 SLC29A4 SLC6A1 SLC6A11 SLC6A12 SLC6A13 SLC6A2 SLC6A3 SLC6A4 SNCA TOR1A GOBP_NEUROTRANSMITTER_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEUROTRANSMITTER_SECRETION ABCC8 ADORA2A ASIC1 ATP2A2 BAIAP3 BGLAP BLOC1S6 BRAF BRSK1 CACNB4 CADPS CADPS2 CAMK2A CASK CDK5 CHRNA3 CHRNB4 CPLX1 CPLX2 CPLX3 CPLX4 CSPG5 CTBP2 DNAJC5 DOC2A DOC2B DTNBP1 DVL1 DYSF ERC2 FBXL20 FBXO45 FER1L4 FER1L5 FMR1 GIT1 GPER1 GPR158 GRIK5 GRM4 HCRT HRH3 HTR1B KCNJ8 KCNMB4 KMO LIN7A LIN7B LIN7C LRRK2 MCTP1 MCTP2 MEF2C MYOF NAPA NAPB NF1 NLGN1 NR4A1 NRXN1 NRXN2 OTOF P2RX1 P2RX7 P2RY1 P2RY4 PCLO PDZD11 PFN2 PIP5K1C PNKD PPFIA2 PPFIA3 PPT1 PREPL PRKCB PRKCG PRKN PRRT2 PSEN1 PTPRN2 RAB3A RAB3GAP1 RAB5A RAP1A RAP1B RAP1BL RIMS1 RIMS2 RIMS3 RIMS4 RPH3A RPH3AL SCRIB SEPTIN5 SLC18A3 SLC30A1 SLC32A1 SLC38A2 SLC4A8 SNAP23 SNAP25 SNAP29 SNAP47 SNAPIN SNCA SNCAIP SNCG SNPH STX11 STX19 STX1A STX1B STX2 STX3 STXBP1 STXBP2 STXBP3 STXBP5 SV2A SV2B SV2C SYN1 SYN2 SYN3 SYNJ1 SYP SYT1 SYT10 SYT11 SYT12 SYT2 SYT4 SYT5 SYT7 SYT8 SYT9 TACR2 TPRG1L UNC13A UNC13B UNC13C VAMP2 VPS18 WNT7A GOBP_NEUROTRANSMITTER_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEUROTRANSMITTER_TRANSPORT ABCC8 ADORA2A ASIC1 ATP1A2 ATP2A2 BAIAP3 BGLAP BLOC1S6 BRAF BRSK1 CACNB4 CADPS CADPS2 CAMK2A CASK CDK5 CHAT CHRNA3 CHRNB4 CLN8 CPLX1 CPLX2 CPLX3 CPLX4 CSPG5 CTBP2 DNAJC5 DOC2A DOC2B DRD1 DRD2 DRD3 DRD4 DTNBP1 DVL1 DYSF ERC2 FBXL20 FBXO45 FER1L4 FER1L5 FLOT1 FMR1 GABRA2 GABRQ GDNF GFAP GIT1 GPER1 GPM6B GPR158 GRIK5 GRM4 HCRT HRH3 HTR1B ICA1 ITGB1 ITGB3 KCNJ10 KCNJ8 KCNMB4 KMO LIN7A LIN7B LIN7C LRRK2 MCTP1 MCTP2 MEF2C MYOF NAPA NAPB NF1 NLGN1 NOS1 NR4A1 NRXN1 NRXN2 OTOF P2RX1 P2RX7 P2RY1 P2RY4 PARK7 PCLO PDZD11 PER2 PFN2 PIP5K1C PNKD PPFIA2 PPFIA3 PPT1 PREPL PRKCB PRKCG PRKN PRRT2 PSEN1 PTPRN2 RAB3A RAB3B RAB3GAP1 RAB5A RAP1A RAP1B RAP1BL RIMS1 RIMS2 RIMS3 RIMS4 RPH3A RPH3AL SCRIB SEPTIN5 SLC17A6 SLC17A7 SLC17A8 SLC18A1 SLC18A2 SLC18A3 SLC18B1 SLC1A1 SLC1A2 SLC1A3 SLC1A6 SLC1A7 SLC22A1 SLC22A2 SLC22A3 SLC22A4 SLC28A2 SLC29A1 SLC29A2 SLC29A3 SLC29A4 SLC30A1 SLC32A1 SLC38A1 SLC38A2 SLC4A8 SLC5A7 SLC6A1 SLC6A11 SLC6A12 SLC6A13 SLC6A15 SLC6A16 SLC6A17 SLC6A18 SLC6A2 SLC6A3 SLC6A4 SLC6A5 SLC6A6 SLC6A7 SLC6A8 SLC6A9 SNAP23 SNAP25 SNAP29 SNAP47 SNAPIN SNCA SNCAIP SNCG SNPH STX11 STX19 STX1A STX1B STX2 STX3 STX4 STXBP1 STXBP2 STXBP3 STXBP5 SV2A SV2B SV2C SYN1 SYN2 SYN3 SYNGR3 SYNJ1 SYP SYT1 SYT10 SYT11 SYT12 SYT2 SYT4 SYT5 SYT7 SYT8 SYT9 TACR2 TH TOR1A TPRG1L UNC13A UNC13B UNC13C VAMP2 VPS18 WNT7A GOBP_NEUROTRANSMITTER_UPTAKE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEUROTRANSMITTER_UPTAKE ATP1A2 CLN8 DRD1 DRD2 DRD3 DRD4 FLOT1 GDNF GFAP GPM6B ITGB1 ITGB3 KCNJ10 NOS1 PARK7 PER2 PRKN RAB3B SLC17A8 SLC18A1 SLC18A2 SLC18A3 SLC18B1 SLC1A2 SLC1A3 SLC1A6 SLC1A7 SLC22A1 SLC22A2 SLC22A3 SLC29A1 SLC29A2 SLC29A4 SLC38A1 SLC6A1 SLC6A11 SLC6A12 SLC6A13 SLC6A2 SLC6A3 SLC6A4 SNAP25 SNCA SYNGR3 TOR1A GOBP_NEUROTROPHIN_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEUROTROPHIN_SIGNALING_PATHWAY AGT AGTR2 AKT1S1 BCAR1 BDNF CASP3 CORO1A CYFIP1 CYFIP2 DDIT4 DOCK3 DOK5 GFRA1 HAP1 KIDINS220 MAGI2 NDN NGF NTF3 NTF4 NTRK1 NTRK2 NTRK3 PPP2R5B PTPN11 RAF1 RAP1A RAPGEF1 RAPGEF2 SHOC2 SORT1 SOS1 SPRY1 SPRY2 SRC TMEM108 WASF1 ZDHHC17 ZFYVE27 GOBP_NEUROTROPHIN_TRK_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEUROTROPHIN_TRK_RECEPTOR_SIGNALING_PATHWAY AGT AGTR2 AKT1S1 BCAR1 CASP3 CYFIP1 CYFIP2 DDIT4 DOCK3 DOK5 HAP1 NDN NTRK1 PPP2R5B PTPN11 RAF1 SORT1 SOS1 SPRY1 SPRY2 SRC TMEM108 WASF1 ZDHHC17 ZFYVE27 GOBP_NEUTRAL_AMINO_ACID_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEUTRAL_AMINO_ACID_TRANSPORT ACE2 CLTRN CTNS LEP LLGL2 MFSD12 RGS2 RGS4 SERINC3 SERINC5 SFXN1 SFXN2 SFXN3 SLC1A1 SLC1A2 SLC1A3 SLC1A4 SLC1A5 SLC1A6 SLC1A7 SLC25A12 SLC25A13 SLC25A38 SLC32A1 SLC36A1 SLC36A2 SLC36A3 SLC36A4 SLC38A1 SLC38A2 SLC38A3 SLC38A4 SLC38A5 SLC38A6 SLC38A7 SLC38A9 SLC3A1 SLC3A2 SLC43A1 SLC43A2 SLC6A14 SLC6A15 SLC6A17 SLC6A18 SLC6A19 SLC6A20 SLC6A5 SLC6A6 SLC6A7 SLC6A9 SLC7A10 SLC7A11 SLC7A13 SLC7A5 SLC7A6 SLC7A7 SLC7A8 SLC7A9 GOBP_NEUTRAL_LIPID_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEUTRAL_LIPID_BIOSYNTHETIC_PROCESS ACSL1 AGMO AGPAT2 ANG AVIL AWAT2 C3 CNEP1R1 CTDNEP1 DGAT1 DGAT2 DGAT2L6 FBXW7 FITM2 GK GNPAT GPAM GPAT2 GPAT3 GPAT4 GPLD1 KAT5 LDLR LPGAT1 LPIN1 LPIN2 LPIN3 MFSD2A MIR29B1 MIR30C1 MIR548P MOGAT1 MOGAT2 MOGAT3 NR1H2 NR1H3 PCK1 PCK2 PLA2G15 PLA2G4A PLCE1 PLIN5 PNPLA2 PNPLA3 RGN SCARB1 SIK1 SIRT1 SLC27A1 SREBF1 THRSP GOBP_NEUTRAL_LIPID_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEUTRAL_LIPID_CATABOLIC_PROCESS AADAC ABHD12 ABHD12B ABHD16A ABHD16B ABHD2 ABHD5 ABHD6 APOA2 APOA4 APOA5 APOB APOC2 APOC3 CPS1 DAGLA DAGLB DDHD2 FAAH FGF21 GPIHBP1 GPLD1 LIPC LIPE LIPG LPL LYPLA2 MGLL PIK3CG PLB1 PLIN5 PNLIPRP2 PNPLA1 PNPLA2 PNPLA3 PNPLA4 PNPLA5 SORL1 GOBP_NEUTRAL_LIPID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEUTRAL_LIPID_METABOLIC_PROCESS AADAC ABHD12 ABHD12B ABHD16A ABHD16B ABHD2 ABHD5 ABHD6 ACSL1 AGMO AGPAT2 AGPAT5 ANG APOA2 APOA4 APOA5 APOB APOBEC1 APOBR APOC1 APOC2 APOC3 APOE APOH ATG14 AVIL AWAT2 C3 CAT CAV1 CAV3 CETP CIDEB CIDEC CNEP1R1 CPS1 CPT1A CTDNEP1 DAGLA DAGLB DDHD2 DGAT1 DGAT2 DGAT2L6 DGKA DGKB DGKD DGKE DGKG DGKH DGKI DGKK DGKQ DGKZ FAAH FBXW7 FGF21 FITM2 G6PC1 GK GK2 GK5 GNB3 GNPAT GPAM GPAT2 GPAT3 GPAT4 GPIHBP1 GPLD1 GPX1 INSIG1 INSIG2 KAT5 LDLR LIPA LIPC LIPE LIPF LIPG LMF1 LPGAT1 LPIN1 LPIN2 LPIN3 LPL LYPLA2 MBOAT7 MFSD2A MGLL MIR192 MIR29B1 MIR30C1 MIR548P MOGAT1 MOGAT2 MOGAT3 MTTP NKX2-3 NR1H2 NR1H3 PANK2 PCK1 PCK2 PCSK9 PGS1 PIK3CG PLA2G15 PLA2G4A PLAAT3 PLB1 PLCE1 PLIN5 PNLIPRP2 PNPLA1 PNPLA2 PNPLA3 PNPLA4 PNPLA5 PTPN11 RGN SCARB1 SEL1L SERPINA12 SIK1 SIRT1 SLC22A4 SLC27A1 SLC27A5 SNCA SORL1 SREBF1 TBL1XR1 THRSP TNXB GOBP_NEUTROPHIL_ACTIVATION_INVOLVED_IN_IMMUNE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEUTROPHIL_ACTIVATION_INVOLVED_IN_IMMUNE_RESPONSE ANXA3 BCR CD177 DNASE1 DNASE1L3 FCER1G ITGAM ITGB2 LILRA2 MYD88 PRAM1 PTAFR SCNN1B SPI1 STXBP2 STXBP3 SYK TYROBP VAMP2 VAMP7 VAMP8 GOBP_NEUTROPHIL_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEUTROPHIL_APOPTOTIC_PROCESS ANXA1 CXCR2 HCAR2 IL6 ITPKB PIK3CB PIK3CD SLC7A11 GOBP_NEUTROPHIL_CHEMOTAXIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEUTROPHIL_CHEMOTAXIS BSG BST1 C1QBP C3AR1 C5AR1 C5AR2 CAMK1D CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL3 CCL3L1 CCL3L3 CCL4 CCL5 CCL7 CCL8 CCR7 CD300H CD74 CKLF CSF3R CX3CL1 CXADR CXCL1 CXCL10 CXCL11 CXCL13 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 CXCR1 CXCR2 DAPK2 DNM1L DPEP1 DPP4 EDN1 EDN2 EDN3 FCER1G GBF1 IL1B IL23A ITGA1 ITGA9 ITGB2 JAM3 JAML LBP LGALS3 MCU MDK MIR223 MOSPD2 MPP1 NCKAP1L NOD2 PDE4B PF4 PF4V1 PIK3CD PIK3CG PIKFYVE PIP5K1C PLA2G1B PPBP PPIA PPIB PREX1 RAC1 RAC2 RIPOR2 S100A12 S100A8 S100A9 SAA1 SLIT2 SRP54 SYK TGFB2 THBS4 TIRAP TNFAIP6 TREM1 VAV1 VAV3 XCL1 XCL2 GOBP_NEUTROPHIL_CLEARANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEUTROPHIL_CLEARANCE ANXA1 AXL CCR2 HMGB1 MERTK XKR8 GOBP_NEUTROPHIL_DEGRANULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEUTROPHIL_DEGRANULATION ANXA3 BCR CD177 ITGAM ITGB2 PRAM1 PTAFR SPI1 STXBP2 STXBP3 SYK VAMP2 VAMP7 VAMP8 GOBP_NEUTROPHIL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEUTROPHIL_DIFFERENTIATION BAP1 CSF2 DHRS7B EVI2B FASN FOSL2 INPP5D JAGN1 LBR LEF1 TRIB1 GOBP_NEUTROPHIL_EXTRAVASATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEUTROPHIL_EXTRAVASATION ADAM8 CD177 CD99 CD99L2 FUT7 IL1R1 JAML MDK PECAM1 PIK3CD PIK3CG PRTN3 RIPOR2 XG GOBP_NEUTROPHIL_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEUTROPHIL_HOMEOSTASIS ANXA1 AXL BTK CCR2 CSF1 CXCR2 GCNT4 HCAR2 HMGB1 IL6 ITPKB JAM3 MERTK MPL MTHFD1 PDE4B PIK3CB PIK3CD SH2B3 SLC7A11 XKR8 GOBP_NEUTROPHIL_MEDIATED_CYTOTOXICITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEUTROPHIL_MEDIATED_CYTOTOXICITY ARG1 AZU1 CTSG CXCL6 DNASE1 DNASE1L3 ELANE F2 F2RL1 MYD88 NLRP6 SCNN1B TREM1 TUSC2 GOBP_NEUTROPHIL_MEDIATED_IMMUNITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEUTROPHIL_MEDIATED_IMMUNITY ACE ADAM17 ANXA3 ARG1 AZU1 BCR CARD9 CD177 CTSG CXCL6 DNASE1 DNASE1L3 ELANE F2 F2RL1 IL6 IRAK4 ITGAM ITGB2 JAGN1 KMT2E MYD88 NLRP6 PLA2G1B PRAM1 PTAFR SCNN1B SPI1 STXBP2 STXBP3 SYK TREM1 TUSC2 VAMP2 VAMP7 VAMP8 WDR1 GOBP_NEUTROPHIL_MEDIATED_KILLING_OF_GRAM_NEGATIVE_BACTERIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEUTROPHIL_MEDIATED_KILLING_OF_GRAM_NEGATIVE_BACTERIUM CXCL6 ELANE F2 F2RL1 TREM1 TUSC2 GOBP_NEUTROPHIL_MEDIATED_KILLING_OF_SYMBIONT_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEUTROPHIL_MEDIATED_KILLING_OF_SYMBIONT_CELL ARG1 AZU1 CTSG CXCL6 ELANE F2 F2RL1 MYD88 NLRP6 SCNN1B TREM1 TUSC2 GOBP_NEUTROPHIL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NEUTROPHIL_MIGRATION ADAM8 BSG BST1 C1QBP C3AR1 C5AR1 C5AR2 CAMK1D CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL3 CCL3L1 CCL3L3 CCL4 CCL5 CCL7 CCL8 CCR7 CD177 CD300H CD74 CD99 CD99L2 CKLF CSF3R CX3CL1 CXADR CXCL1 CXCL10 CXCL11 CXCL13 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 CXCR1 CXCR2 DAPK2 DNM1L DPEP1 DPP4 EDN1 EDN2 EDN3 EMP2 FCER1G FUT4 FUT7 GBF1 GP2 IL1A IL1B IL1R1 IL23A IRAK4 ITGA1 ITGA9 ITGB2 JAGN1 JAM3 JAML LBP LGALS3 MCOLN2 MCU MDK MIR223 MOSPD2 MPP1 MYD88 NCKAP1L NOD2 PDE4B PECAM1 PF4 PF4V1 PIK3CD PIK3CG PIKFYVE PIP5K1C PLA2G1B PPBP PPIA PPIB PREX1 PRTN3 RAC1 RAC2 RAC3 RIPOR2 S100A12 S100A8 S100A9 SAA1 SELENOK SLAMF8 SLIT2 SRP54 SYK TGFB2 THBS4 TIRAP TNFAIP6 TREM1 UMOD VAV1 VAV3 WDR1 XCL1 XCL2 XG GOBP_NITRIC_OXIDE_MEDIATED_SIGNAL_TRANSDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NITRIC_OXIDE_MEDIATED_SIGNAL_TRANSDUCTION AGT AGTR2 APOE ATP2B4 CBS CD36 DDAH1 DDAH2 EGFR ENSG00000274276 FPR1 GUCY1A1 GUCY1A2 GUCY1B1 INS KCNC2 MAFA NDNF NEUROD1 NOS1 NOS1AP NOS2 NOS3 PDE5A PDX1 RASD1 RILPL1 SPINK1 THBS1 VEGFA GOBP_NITRIC_OXIDE_SYNTHASE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NITRIC_OXIDE_SYNTHASE_BIOSYNTHETIC_PROCESS AKAP12 CCL2 EDN1 FCER2 GSTP1 IFNG IL33 JAK2 KDR LRRK2 MAP2K3 MAP2K4 MAP2K6 MIR132 NAMPT NOD2 SELENOS STAT1 TLR2 TLR4 GOBP_NITRIC_OXIDE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NITRIC_OXIDE_TRANSPORT AQP1 EDN1 HBA1 HBA2 HBB GOBP_NK_T_CELL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NK_T_CELL_ACTIVATION CD300A ELF4 HSPH1 IL12A IL12B IL15 IL18 IL23A IL23R JAK2 RASAL3 TYK2 ZBTB7B GOBP_NK_T_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NK_T_CELL_DIFFERENTIATION AP3B1 AP3D1 ATF2 FOSL2 ITK PRDM1 TGFBR2 TOX ZBTB16 ZBTB7B ZNF683 GOBP_NK_T_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NK_T_CELL_PROLIFERATION ELF4 IL12B IL15 IL18 IL23A JAK2 RASAL3 TYK2 ZBTB7B GOBP_NLS_BEARING_PROTEIN_IMPORT_INTO_NUCLEUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NLS_BEARING_PROTEIN_IMPORT_INTO_NUCLEUS CBLB IPO5 KPNA1 KPNA2 KPNA3 KPNA4 KPNA5 KPNA6 KPNA7 KPNB1 NUP35 NUP54 RANBP2 RGPD1 RGPD2 RGPD3 RGPD4 RGPD5 RGPD6 RGPD8 GOBP_NODAL_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NODAL_SIGNALING_PATHWAY ACVR1B ACVR1C CER1 CFC1 CFC1B CITED2 DACT1 DACT2 DAND5 DMRT1 FOXH1 NODAL NOMO1 NOMO3 SHH SMAD2 SMAD3 TDGF1 TDGF1P3 TGIF2 WIF1 GOBP_NONRIBOSOMAL_PEPTIDE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NONRIBOSOMAL_PEPTIDE_BIOSYNTHETIC_PROCESS AASDH BDH2 CHAC1 CHAC2 GCLC GCLM GGT1 GGT3P GGT5 GGT6 GGT7 GSS HAGH MGST2 NFE2L2 SLC1A1 SLC1A2 SLC7A11 GOBP_NON_CANONICAL_NF_KAPPAB_SIGNAL_TRANSDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NON_CANONICAL_NF_KAPPAB_SIGNAL_TRANSDUCTION ACTN4 ADGRG3 ADIPOR1 ADISSP AGER AGO3 AKIP1 AKT1 ALK AMFR APP BCL3 BIRC2 BIRC3 BMP7 BTRC C1QTNF3 C1QTNF4 CALR CARD10 CARD14 CCL19 CCN3 CD27 CD86 CHI3L1 CHUK COPS8 CPNE1 CREBBP CYLD DDX3X DICER1 DLG1 EDA EDAR EDN1 EGFR EIF2AK2 EP300 EZR GREM1 HAVCR2 HDAC7 IFI35 IKBKE IL12B IL18 IL18R1 IL1B IL23A ILK IRAK1 LAPTM5 LGALS9 LIME1 LIMS1 LITAF LRRC19 MALT1 MAP3K14 MAP3K7 MIR125B1 MIR130A MIR132 MIR146A MIR149 MIR15B MIR182 MIR204 MIR21 MIR223 MIR27A MIR27B MIR29B1 MIR30C2 MIR329-1 MIR508 MIR766 MIR9-1 MKRN2 NFAT5 NFKB1 NFKB2 NFKBIA NLRC3 NLRP12 NLRP2 NLRP3 NMI NOD1 NOD2 NR3C2 PDCD4 PHB1 PHB2 PPM1A PPM1B PPP4C PRDX1 PTP4A3 PTPN22 PYCARD PYDC2 RASSF2 RBCK1 RC3H1 RC3H2 REL RELA RELB RHOA RIPK1 RIPK3 RPS3 RTKN2 SASH1 SPHK1 SPI1 TAB2 TAB3 TCIM TERF2IP TIRAP TLR2 TLR3 TLR4 TLR6 TLR7 TLR9 TMSB4X TNF TNFRSF10A TNFRSF10B TNFSF14 TNFSF15 TRADD TRAF2 TRAF6 TREM2 TRIM15 TRIM40 TRIM44 TRIM56 TRIM6 TRIM60 TRIP6 TSPAN6 UACA ZC3H12A ZFP91 GOBP_NON_CANONICAL_WNT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NON_CANONICAL_WNT_SIGNALING_PATHWAY ABL1 ANKRD6 ARHGEF19 CCDC88C CDC42 CELSR1 CELSR2 CELSR3 CSNK1D CSNK1E CTHRC1 DAAM1 DAAM2 DAB2 DACT1 DKK1 DVL1 DVL2 DVL3 FRZB FZD1 FZD10 FZD2 FZD3 FZD4 FZD5 FZD6 FZD7 FZD8 FZD9 GPC3 GRHL3 IFT80 LBX2 MAGI2 MED12 MKS1 MLLT3 MYOC NKD1 NLK NPHP3 PLEKHA4 PRICKLE1 PRICKLE2 PTK7 RAC1 RHOA RNF213 RSPO3 RYK SFRP1 SFRP2 SFRP4 SFRP5 SMURF1 SMURF2 SPEF1 TIAM1 TMEM67 VANGL1 VANGL2 WNT11 WNT5A WNT5B WNT7A WNT9B ZNRF3 GOBP_NON_CANONICAL_WNT_SIGNALING_PATHWAY_VIA_JNK_CASCADE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NON_CANONICAL_WNT_SIGNALING_PATHWAY_VIA_JNK_CASCADE DVL3 FZD10 FZD7 MYOC NKD1 WNT5A GOBP_NON_LYTIC_VIRAL_RELEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NON_LYTIC_VIRAL_RELEASE ARL8B CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 VPS4A VPS4B GOBP_NON_MEMBRANE_BOUNDED_ORGANELLE_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NON_MEMBRANE_BOUNDED_ORGANELLE_ASSEMBLY AAAS ABRAXAS1 ABRAXAS2 ABT1 ACTA1 ACTC1 ACTG1 ACTL8 ACTN2 ADPRHL1 AKAP13 ALMS1 ANKRD1 ANKRD23 ANLN ARHGEF10 ARHGEF5 ASB2 ASPM ATXN2 ATXN2L AUP1 AURKA AURKB AURKC BCCIP BICD1 BIN2 BIRC5 BMP10 BOP1 BRCA1 BRIX1 BSCL2 C10orf90 C17orf97 C1QBP C2CD3 C9orf72 CAPG CAPN3 CAPRIN1 CASQ1 CAV3 CCDC57 CCDC61 CCDC69 CCDC78 CCNB2 CCP110 CCSAP CDC20 CDC20B CDCA8 CDK2 CDK5RAP2 CDS1 CDS2 CENPA CENPC CENPE CENPF CENPH CENPJ CENPK CENPT CENPW CENPX CEP120 CEP135 CEP152 CEP192 CEP295 CEP295NL CEP44 CEP63 CEP72 CEP76 CEP85 CEP97 CETN1 CETN2 CFL2 CFLAR CHEK2 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CIRBP CLASP1 CLASP2 CNOT1 CNOT2 CNOT6 CNOT6L CNOT7 CNTROB CSDE1 CSF2 CSNK1D CSRP1 CSRP2 CSRP3 DAZAP2 DBNL DCAF13 DDB1 DDX28 DDX3X DDX6 DEUP1 DHX29 DHX30 DHX37 DLGAP5 DOCK5 DRG1 DYNC1H1 E2F4 EDC3 EDN1 EFL1 EIF1AX EIF2A EIF2S1 EIF4ENIF1 EIF5 EIF5B EIF6 EML3 ENSG00000275464 ERAL1 EZR FARP2 FASTKD2 FBXO5 FHOD3 FITM1 FITM2 FLII FLNA FLNC FMR1 FSCN1 FXR1 G3BP1 G3BP2 GOLGA2 GOLGA6A GOLGA6B GOLGA6C GOLGA6D GOLGA8A GOLGA8B GOLGA8CP GOLGA8DP GOLGA8G GOLGA8H GOLGA8IP GOLGA8J GOLGA8K GOLGA8M GOLGA8N GOLGA8O GOLGA8Q GOLGA8R GOLGA8S GOLGA8T GPSM2 GRB7 GSN GTF2B HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HCK HDAC3 HNRNPU HSPA1A HSPA1B IL5 INCENP INO80 ITGB1 JMJD6 KASH5 KAT2A KAT2B KIAA0753 KIF11 KIF23 KIF2A KIF3B KIF4A KIF4B KIF9 KIFC1 KIFC2 KLHL41 KNTC1 KPNB1 KRT19 KRT8 LCP1 LDAF1 LDB3 LIMD1 LMOD1 LMOD2 LMOD3 LSM14A LSM3 LSM4 LZTS2 MAP10 MAP9 MAPK15 MAPK9 MAPRE1 MAPRE2 MAPRE3 MAPT MCIDAS MDM1 MDN1 MEF2A MIR1-1 MIS12 MISP MLH1 MOSPD2 MPV17L2 MRM2 MRPL20 MRPS2 MRPS7 MRTO4 MSN MTERF3 MTERF4 MYBL2 MYH11 MYH3 MYH6 MYH7 MYL2 MYL9 MYLK3 MYOM2 MYOZ1 MYOZ2 MYPN MZT1 NBDY NCOR1 NDC80 NEB NEBL NEK2 NEK6 NEK7 NGRN NIP7 NKX2-5 NLE1 NOA1 NOCT NOP2 NOP53 NPM1 NRAP NUMA1 NUP62 OBSCN OBSL1 OFD1 OGFOD1 PAN2 PAN3 PATL1 PATL2 PDCD6IP PDGFRA PDGFRB PGM5 PIBF1 PISD PLA2G4C PLEC PLK1 PLK2 PLK4 PLS1 POC1B POGZ POLDIP2 PPAN PPP1R35 PRC1 PRICKLE1 PRKAA1 PRKAA2 PRKAR1A PRKD1 PRKDC PROX1 PRRC2C PTEN PUM2 PWP2 RAB11A RACGAP1 RBM14 RC3H1 RCC1 RHOA RNF213 RNF4 RPF2 RPL10 RPL10L RPL11 RPL23A RPL24 RPL38 RPL5 RPL6 RPLP0 RPLP0P6 RPS14 RPS15 RPS19 RPS23 RPS27 RPS27L RPS28 RPS3 RPS5 RPSA RPSA2 RRP7A RRP7BP RRS1 RTTN SAC3D1 SASS6 SBDS SENP6 SEPTIN1 SH3PXD2B SIX4 SMAD4 SMC1A SMC3 SMIM22 SPAG5 SPICE1 SQLE SRC SRF STAG1 STAG2 STARD9 STIL STYXL1 SUGT1 SYNPO2L TCAP TIA1 TMOD1 TMOD2 TMOD3 TMOD4 TNF TNKS TNNT1 TNNT2 TNNT3 TPM1 TPR TPX2 TRAF7 TRAPPC12 TRIM37 TTN TUBB TUBB1 TUBB8 TUBGCP2 TUBGCP3 TUBGCP4 TUBGCP5 TUBGCP6 UBAP2L USP10 VCX VIL1 VPS4B WASHC5 WDR1 WDR62 WNK1 WNK3 WRAP73 XRCC5 YTHDF1 YTHDF2 YTHDF3 ZAR1 ZFYVE1 ZNF207 GOBP_NON_MOTILE_CILIUM_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NON_MOTILE_CILIUM_ASSEMBLY ARL13A ARL13B ATMIN BBS1 BBS10 BBS2 BBS4 BBS7 C2CD3 CC2D2A CC2D2B CCDC13 CENPJ CEP126 CEP131 CEP135 CEP250 CEP290 CEP350 CEP89 CLCN4 CSNK1D DCTN1 DISC1 DYNC2H1 ENKD1 EXOC5 FUZ GFY GORAB HAP1 IFT122 IFT140 IFT172 IFT52 IFT57 IFT74 IFT80 IFT88 INTU KCNF1 KCNJ10 KCNQ1 MAK MAP4 MAPRE1 MKKS MKS1 NPHP3 PCM1 PIBF1 RP1 RPGRIP1 RPGRIP1L SEPTIN7 SEPTIN9 TBC1D32 TMEM107 TMEM17 TMEM216 TMEM80 TOGARAM1 TTC8 VANGL2 WRAP73 GOBP_NORADRENERGIC_NEURON_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NORADRENERGIC_NEURON_DEVELOPMENT ASCL1 INSM1 PHOX2B RNF220 ZC4H2 GOBP_NORADRENERGIC_NEURON_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NORADRENERGIC_NEURON_DIFFERENTIATION ASCL1 EDN1 EDNRA HAND2 INSM1 PHOX2A PHOX2B RNF220 SOX11 SOX4 ZC4H2 GOBP_NOREPINEPHRINE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NOREPINEPHRINE_BIOSYNTHETIC_PROCESS DBH GATA3 HAND2 INSM1 KL MOXD1 MOXD2P TH GOBP_NOREPINEPHRINE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NOREPINEPHRINE_METABOLIC_PROCESS ATP7A DBH EDNRA EPAS1 GATA3 HAND2 INSM1 KL MOXD1 MOXD2P PRKN RNF180 RTL4 TH GOBP_NOREPINEPHRINE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NOREPINEPHRINE_TRANSPORT ACTB ADORA2A ADORA3 ADRA2A ADRA2B ADRA2C CHRNA7 FFAR3 GHSR HRH3 KCNB1 OXTR P2RY1 SLC22A1 SLC22A2 SLC22A3 SLC29A3 SLC29A4 SLC6A2 SLC6A3 SNCA STX1A GOBP_NOREPINEPHRINE_UPTAKE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NOREPINEPHRINE_UPTAKE ACTB SLC22A1 SLC22A2 SLC22A3 SLC29A4 SLC6A2 SLC6A3 SNCA GOBP_NOSE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NOSE_DEVELOPMENT ALDH1A3 ASCL1 CHD7 DLX5 GLI3 GNG8 HESX1 MSX1 PROX1 RDH10 RPGRIP1L SIX1 SIX4 SKI SMCHD1 STRA6 GOBP_NOTCH_RECEPTOR_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NOTCH_RECEPTOR_PROCESSING ADAM17 APH1A APH1B DNER GALNT11 NCSTN PSEN1 PSEN2 PSENEN GOBP_NOTCH_SIGNALING_INVOLVED_IN_HEART_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NOTCH_SIGNALING_INVOLVED_IN_HEART_DEVELOPMENT DLL4 GALNT11 HEY1 HEY2 HEYL JAG1 NOTCH1 NOTCH2 RBPJ SNAI1 SNAI2 GOBP_NOTCH_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NOTCH_SIGNALING_PATHWAY AAK1 ADAM10 ADAM17 AGXT AKT1 ANGPT4 ANXA4 APH1A APH1B APP ARRB1 ARRDC1 ASCL1 ATOH1 BCL6 BEND6 BMP2 BMP2K BMP7 CBFA2T2 CCN3 CCNC CD46 CDH6 CDK3 CDK6 CDKN1B CEBPA CFAP58 CHAC1 CNTN1 CNTN6 DLK1 DLK2 DLL1 DLL3 DLL4 DLX1 DLX2 DNER DTX1 DTX2 DTX3 DTX3L DTX4 EGFL7 ENHO EPN1 EPN2 ETV2 FBXW7 FGF10 FOXA1 FOXC1 FOXC2 GALNT11 GAS2 GATA2 GATA5 GMDS GOT1 GRIP2 GSX2 HES1 HES5 HES7 HEY1 HEY2 HEYL HIF1AN HNF1B HOXD3 IFT172 IFT74 IL17A IL2RA IL6ST ITGB1BP1 JAG1 JAG2 KCNA5 KIT KRT19 LFNG LLGL1 LLGL2 MAGEA1 MAML1 MAML2 MAML3 MECP2 MESP1 MESP2 METTL3 MFNG MIB1 MIB2 MIR1224 MIR126 MIR212 MMP14 NCSTN NEPRO NEURL1 NEURL1B NEUROD4 NFKBIA NIBAN2 NKAP NLE1 NOD2 NOS3 NOTCH1 NOTCH2 NOTCH2NLA NOTCH2NLB NOTCH2NLC NOTCH3 NOTCH4 NR0B2 NR1H4 NRARP NRIP2 ONECUT1 PDCD10 PERP PGAM2 PLN POFUT1 POGLUT1 POSTN PRAG1 PRKCI PSEN1 PSEN2 PSENEN PTP4A3 RBM15 RBPJ RFNG RIPPLY2 RITA1 ROBO1 ROBO2 S1PR3 SEL1L SIX1 SLC35C1 SLC35C2 SNAI1 SNAI2 SORBS2 SOX9 SPEN SRC SREBF2 STAT3 SUSD5 SYNJ2BP TBX2 TCIM TGFB2 TGFBR2 TIMP4 TM2D3 TMEM100 TP63 TRAF7 TSPAN14 TSPAN15 TSPAN5 TSPEAR WDR12 WNT1 WWP2 YAP1 YJEFN3 YTHDF2 ZBTB7A ZMIZ1 ZNF423 GOBP_NOTOCHORD_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NOTOCHORD_DEVELOPMENT COBL COL18A1 COL27A1 COL2A1 CRB2 EFNA1 EPHA2 GDF3 GLI1 ID3 NOG NOTO PPP1R35 SOX9 STIL TEAD2 WNT11 WNT5A YAP1 GOBP_NOTOCHORD_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NOTOCHORD_MORPHOGENESIS CRB2 EFNA1 EPHA2 GLI1 NOG PPP1R35 WNT11 WNT5A GOBP_NUCLEAR_BODY_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEAR_BODY_ORGANIZATION AFF2 CELF3 DYRK3 ETS1 HABP4 HIPK2 PML SERBP1 SF1 SRPK2 SUMO1 SUMO1P1 USP50 USPL1 WRAP53 ZPR1 GOBP_NUCLEAR_CHROMOSOME_SEGREGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEAR_CHROMOSOME_SEGREGATION AAAS ABRAXAS1 ABRAXAS2 ACTB ACTL6A ACTL6B ACTR2 ACTR3 AGO4 AKAP8 AKAP8L ANAPC1 ANAPC11 ANAPC15 ANAPC2 ANAPC4 ANAPC5 ANAPC7 ANKRD31 ANKRD53 APC ARHGEF10 ARID1A ARID1B ARID2 ASPM ATM AURKA AURKB AURKC BAG6 BAZ1B BCCIP BCL7A BCL7B BCL7C BECN1 BIRC5 BOD1 BRD7 BRIP1 BUB1 BUB1B BUB3 C14orf39 C1orf146 C9orf78 CCDC61 CCNB1 CCNB1IP1 CCNB2 CCNE1 CCNE2 CCSAP CDC16 CDC20 CDC23 CDC27 CDC42 CDC6 CDCA5 CDCA8 CDK1 CDK5RAP2 CDT1 CENPC CENPE CENPF CENPI CENPK CENPQ CEP192 CEP55 CEP97 CHAMP1 CHEK2 CHFR CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CLASP1 CLASP2 CUL3 DCAF13 DCTN2 DDB1 DIS3L2 DLGAP5 DMC1 DPF1 DPF2 DPF3 DRG1 DSN1 DUSP1 DYNC1H1 DYNC1LI1 ECT2 EHMT2 EML3 EML4 ESPL1 FAM83D FANCD2 FBXO5 FLNA FMN2 GEM GEN1 GOLGA2 HASPIN HECW2 HNRNPU HORMAD1 HSPA1A HSPA1B IHO1 IK INCENP INO80 KASH5 KAT2B KAT5 KATNB1 KIF11 KIF14 KIF18A KIF18B KIF22 KIF23 KIF25 KIF2A KIF2B KIF2C KIF3B KIF4A KIF4B KIFC1 KIFC2 KLHDC8B KLHL22 KMT5A KNL1 KNSTRN KNTC1 KPNB1 LATS1 LCMT1 LSM14A M1AP MAD1L1 MAD2L1 MAD2L1BP MAD2L2 MAEL MAJIN MAP10 MAP1S MAP3K20 MAP9 MAPK15 MAPRE1 MEI4 MEIKIN MEIOB MEIOC MIS12 MISP MLH1 MLH3 MND1 MOS MRE11 MSH4 MSH5 MYBL2 MZT1 NCAPD2 NCAPD3 NCAPG NCAPG2 NCAPH NCAPH2 NDC1 NDC80 NEK2 NEK6 NIPBL NSL1 NSMCE2 NUDC NUF2 NUMA1 NUP62 NUSAP1 OFD1 P3H4 PBRM1 PCID2 PDCD6IP PHF10 PHF13 PIBF1 PINX1 PLK1 PMF1 POLDIP2 PPP2R1A PRAP1 PRC1 PRDM9 PRICKLE1 PSMC3IP PSMG2 PSRC1 PTEN PTTG1 PTTG2 PTTG3P RAB11A RACGAP1 RAD21 RAN RB1 RCC2 REC8 RHOA RIOK2 RMDN1 RMI2 RNF212 RNF212B RRS1 SEH1L SEPTIN1 SGO1 SHOC1 SIRT2 SIRT7 SMARCA2 SMARCA4 SMARCA5 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMC1A SMC2 SMC3 SMC4 SPAG5 SPATA22 SPC24 SPC25 SPDL1 SPDYA SPICE1 SPO11 STAG1 STAG2 STAG3 SUN1 SYCE1 SYCE1L SYCE2 SYCE3 SYCP1 SYCP2 TACC3 TENT4A TERB1 TERB2 TERF1 TEX11 TEX12 TEX14 TEX15 TOP2A TOP2B TPR TPX2 TRAPPC12 TRIP13 TTK TTL TTN TUBB8 TUBG1 TUBG2 UBE2B UBE2C USP44 VPS4A VPS4B WAPL WASHC5 WRAP73 XRCC3 ZCWPW1 ZNF207 ZW10 ZWILCH ZWINT GOBP_NUCLEAR_ENVELOPE_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEAR_ENVELOPE_ORGANIZATION AKAP8L ANKLE2 BANF1 BROX CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CTDNEP1 DCTN1 DMPK EMD GPER1 LEMD2 LMNA LMNB1 LMNB2 LPIN1 NEK6 NEMP1 NSFL1C NUP155 NUP93 PAFAH1B1 PARP11 PLK1 PRKCA PRKCB RCC1 REEP3 REEP4 SIRT2 SPAST TARDBP TMEM170A TMEM43 TOR1A TOR1AIP1 TOR1B UBE2I UBXN2A UBXN2B VPS4A VPS4B VRK1 ZMPSTE24 GOBP_NUCLEAR_EXPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEAR_EXPORT ABCE1 AGFG1 AHCYL1 AKAP8L ALKBH5 ALYREF ANKLE1 ANP32B ATXN1 BAG3 BARD1 C12orf50 CALR CAMK1 CASC3 CCHCR1 CDK5 CDKN1B CHP1 CHTOP CPSF6 CSE1L CTDSPL2 DDX19A DDX19B DDX25 DDX39A DDX39B DESI1 DHX9 DNAJC27 DUSP16 EGR2 EIF4A3 EIF4E EIF4ENIF1 EIF6 EMD ENY2 FMR1 FRAT1 FRAT2 FYTTD1 GAS6 GLE1 GSK3B HHEX HNRNPA1 HNRNPA2B1 HSPA9 IFI27 IL1B IWS1 KHDRBS1 LSG1 LTV1 LZTS2 MAGOH MAGOHB MALT1 MCM3AP MDM2 MDN1 NCBP1 NCBP2 NCBP3 NEMF NMD3 NOL6 NOP9 NPAP1 NPM1 NRDE2 NSUN2 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP214 NUP42 NUP62 NUP85 NUP88 NUP93 NUP98 NUTF2 NXF1 NXF2 NXF2B NXF3 NXF5 NXT1 NXT2 PABPN1 PARK7 PCID2 PHAX PKD1 POLDIP3 POM121 POM121B POM121C POM121L2 PPM1A PRKACA PRKD1 PTPN11 PTPN14 RAE1 RAN RANBP17 RANBP2 RANBP3 RANBP3L RANGAP1 RAPGEF3 RBM15B RBM22 RBM8A RIOK2 RITA1 RPS15 SARNP SDAD1 SETD2 SFN SIRT6 SIRT7 SMG1 SMG5 SMG6 SMG7 SMURF1 SP100 SRSF3 SSB STRADA STRADB STYX SUPT6H TGFB1 THOC1 THOC2 THOC3 THOC5 THOC6 THOC7 TPR TSC1 TXN UBE2I UHMK1 UPF1 UPF2 WASHC4 WNK1 XPO1 XPO4 XPO5 XPO6 XPO7 XPOT YTHDC1 YWHAE ZC3H11A ZC3H11B GOBP_NUCLEAR_MEMBRANE_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEAR_MEMBRANE_ORGANIZATION AKAP8L ANKLE2 BANF1 BROX CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CTDNEP1 DCTN1 EMD GPER1 LPIN1 NEK6 NEMP1 NSFL1C PAFAH1B1 PLK1 PRKCA PRKCB RCC1 REEP3 REEP4 SIRT2 SPAST TARDBP TMEM43 TOR1A TOR1AIP1 TOR1B UBE2I UBXN2A UBXN2B VPS4A VPS4B VRK1 GOBP_NUCLEAR_MEMBRANE_REASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEAR_MEMBRANE_REASSEMBLY ANKLE2 BANF1 BROX CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 NSFL1C RCC1 REEP3 REEP4 SIRT2 SPAST UBE2I UBXN2A UBXN2B VPS4A VPS4B GOBP_NUCLEAR_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEAR_MIGRATION CDC42 CEP120 CLMN DCTN1 DOCK7 DYNC1H1 FBXW11 FHOD1 HOOK3 LMNA LMNB1 LMNB2 NHERF1 NTN1 NUDC PAFAH1B1 PAX6 PCM1 SLIT1 SUN1 SUN2 SYNE2 SYNE3 TMEM201 TRIM58 GOBP_NUCLEAR_MIGRATION_ALONG_MICROTUBULE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEAR_MIGRATION_ALONG_MICROTUBULE SUN1 SUN2 SYNE2 TMEM201 TRIM58 GOBP_NUCLEAR_MRNA_SURVEILLANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEAR_MRNA_SURVEILLANCE DXO EXOSC10 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 XRN1 ZCCHC7 GOBP_NUCLEAR_PORE_COMPLEX_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEAR_PORE_COMPLEX_ASSEMBLY AHCTF1 FXR1 NDC1 NUP107 NUP153 NUP205 NUP93 NUP98 RTN4 TMEM170A TPR GOBP_NUCLEAR_PORE_LOCALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEAR_PORE_LOCALIZATION FXR1 LMNA LMNB1 LMNB2 NDC1 GOBP_NUCLEAR_PORE_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEAR_PORE_ORGANIZATION AHCTF1 FXR1 NDC1 NUP107 NUP133 NUP153 NUP205 NUP35 NUP54 NUP93 NUP98 RTN4 SEH1L TMEM170A TPR GOBP_NUCLEAR_RNA_SURVEILLANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEAR_RNA_SURVEILLANCE DXO EXOSC10 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 WDR82 XRN1 ZC3H4 ZCCHC7 GOBP_NUCLEAR_TRANSCRIBED_MRNA_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEAR_TRANSCRIBED_MRNA_CATABOLIC_PROCESS A1CF AGO1 AGO2 APOBEC1 ATM BTG2 CAPRIN1 CASC3 CNOT1 CNOT10 CNOT11 CNOT2 CNOT3 CNOT4 CNOT6 CNOT6L CNOT7 CNOT8 CNOT9 CPEB3 CSDE1 CTIF DCP1A DCP1B DCP2 DCPS DDX5 DHX34 DHX36 DHX9 DIS3 DIS3L2 DXO EDC3 EDC4 EIF3E EIF4A3 EIF4ENIF1 ERI1 ETF1 EXOSC10 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 GSPT1 GSPT2 HBS1L HNRNPAB HNRNPD HNRNPU IGF2BP1 LSM1 LSM4 LSM7 MAGOH MAGOHB MLH1 MRTO4 MTPAP NANOS1 NANOS2 NANOS3 NBAS NBDY NCBP1 NCBP2 NOCT NT5C3B PABPC1 PABPN1L PAIP1 PAN2 PAN3 PARN PATL1 PATL2 PDE12 PELO PNLDC1 PNRC1 PNRC2 POLR2G PYM1 RBM8A RC3H1 RC3H2 RNPS1 SAMD4A SAMD4B SECISBP2 SKIC2 SKIC3 SKIC8 SMG1 SMG5 SMG6 SMG7 SMG8 SMG9 SSB SYNCRIP TENT2 TENT4A TENT4B THRAP3 TNKS1BP1 TNRC6A TNRC6B TNRC6C TOB1 TUT1 TUT4 TUT7 UPF1 UPF2 UPF3A UPF3B XRN1 XRN2 YBX1 ZC3H12A ZCCHC7 ZFP36 ZFP36L1 ZFP36L2 GOBP_NUCLEAR_TRANSCRIBED_MRNA_CATABOLIC_PROCESS_DEADENYLATION_DEPENDENT_DECAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEAR_TRANSCRIBED_MRNA_CATABOLIC_PROCESS_DEADENYLATION_DEPENDENT_DECAY AGO2 BTG2 CAPRIN1 CNOT1 CNOT10 CNOT11 CNOT2 CNOT3 CNOT4 CNOT6 CNOT6L CNOT7 CNOT8 CNOT9 CPEB3 CSDE1 DCP1A DCP1B DCP2 DCPS DHX36 DHX9 DIS3 EIF4ENIF1 EXOSC2 EXOSC3 EXOSC5 EXOSC7 EXOSC8 EXOSC9 HNRNPD HNRNPU IGF2BP1 LSM1 MLH1 NANOS1 NANOS2 NANOS3 NOCT NT5C3B PABPC1 PABPN1L PAIP1 PAN2 PAN3 PARN PATL1 PATL2 PDE12 PNLDC1 POLR2G RC3H1 RC3H2 SAMD4A SAMD4B SYNCRIP TENT4A TENT4B TNKS1BP1 TNRC6A TNRC6B TNRC6C TOB1 TUT4 TUT7 YBX1 ZFP36 ZFP36L1 ZFP36L2 GOBP_NUCLEAR_TRANSCRIBED_MRNA_CATABOLIC_PROCESS_DEADENYLATION_INDEPENDENT_DECAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEAR_TRANSCRIBED_MRNA_CATABOLIC_PROCESS_DEADENYLATION_INDEPENDENT_DECAY DCP1A DCP1B EDC3 EDC4 PNRC2 ZFP36 ZFP36L1 GOBP_NUCLEAR_TRANSCRIBED_MRNA_CATABOLIC_PROCESS_EXONUCLEOLYTIC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEAR_TRANSCRIBED_MRNA_CATABOLIC_PROCESS_EXONUCLEOLYTIC CNOT6 CNOT7 CNOT8 DCP2 DCPS DIS3 DIS3L2 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 NT5C3B POLR2G SKIC2 SKIC3 SKIC8 GOBP_NUCLEAR_TRANSCRIBED_MRNA_CATABOLIC_PROCESS_EXONUCLEOLYTIC_3_5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEAR_TRANSCRIBED_MRNA_CATABOLIC_PROCESS_EXONUCLEOLYTIC_3_5 DIS3L2 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 SKIC2 SKIC3 SKIC8 GOBP_NUCLEAR_TRANSCRIBED_MRNA_CATABOLIC_PROCESS_NONSENSE_MEDIATED_DECAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEAR_TRANSCRIBED_MRNA_CATABOLIC_PROCESS_NONSENSE_MEDIATED_DECAY A1CF APOBEC1 CASC3 CTIF DCP1A DCP1B DCP2 DHX34 EIF3E EIF4A3 ETF1 EXOSC10 GSPT1 GSPT2 HNRNPAB MAGOH MAGOHB NBAS NCBP1 NCBP2 PABPC1 PARN PNLDC1 PNRC1 PNRC2 PYM1 RBM8A RC3H1 RNPS1 SECISBP2 SKIC2 SKIC3 SKIC8 SMG1 SMG5 SMG6 SMG7 SMG8 SMG9 UPF1 UPF2 UPF3A UPF3B ZC3H12A GOBP_NUCLEAR_TRANSCRIBED_MRNA_POLY_A_TAIL_SHORTENING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEAR_TRANSCRIBED_MRNA_POLY_A_TAIL_SHORTENING AGO2 BTG2 CNOT1 CNOT10 CNOT11 CNOT2 CNOT3 CNOT4 CNOT6 CNOT6L CNOT7 CNOT8 CNOT9 CPEB3 EIF4ENIF1 MLH1 PABPC1 PAN2 PAN3 PARN PNLDC1 POLR2G SAMD4A SAMD4B TENT4A TENT4B TNKS1BP1 TNRC6A TNRC6B TNRC6C TOB1 TUT4 TUT7 ZFP36 GOBP_NUCLEAR_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEAR_TRANSPORT AAAS ABCE1 ABRA AGFG1 AHCTF1 AHCYL1 AKAP8L AKIRIN2 AKT1 ALKBH5 ALYREF ANGPT1 ANKLE1 ANKRD54 ANP32A ANP32B ANP32C APOD APPL1 APPL2 ATF2 ATXN1 AXIN1 BACH2 BAG3 BARD1 BCL3 BMP4 C12orf50 CABP1 CALR CAMK1 CASC3 CBLB CCHCR1 CD36 CDAN1 CDH1 CDK1 CDK5 CDKN1A CDKN1B CHP1 CHP2 CHTOP CITED1 CPSF6 CRY2 CSE1L CTDSPL2 DDX19A DDX19B DDX25 DDX39A DDX39B DESI1 DHX9 DMAP1 DNAJC27 DRD1 DUSP16 E2F3 ECT2 EFCAB7 EGR2 EIF4A3 EIF4E EIF4ENIF1 EIF6 ELAVL1 EMD ENY2 EP300 FAM53A FAM53B FAM53C FBXO22 FERMT1 FGF9 FLNA FMR1 FRAT1 FRAT2 FYTTD1 GAS6 GCKR GLE1 GLI3 GSK3B HCLS1 HDAC3 HEATR3 HHEX HIKESHI HNRNPA1 HNRNPA2B1 HSP90AA1 HSPA9 HTATIP2 HYAL2 IER3 IFI27 IFNG IL1B IL33 ING1 IPO11 IPO13 IPO4 IPO5 IPO7 IPO8 IPO9 IWS1 JAK2 JUP KCNQ3 KHDRBS1 KPNA1 KPNA2 KPNA3 KPNA4 KPNA5 KPNA6 KPNA7 KPNB1 LEP LMNA LRRK2 LSG1 LTV1 LZTS2 MAGOH MAGOHB MALT1 MAPK14 MAVS MCM3AP MDFIC MDM2 MDN1 MED1 MMP12 MX2 NCBP1 NCBP2 NCBP3 NDC1 NEDD4 NEMF NEUROD1 NF1 NFKBIA NMD3 NOL6 NOP9 NOTCH1 NPAP1 NPM1 NRDE2 NSUN2 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP62CL NUP85 NUP88 NUP93 NUP98 NUTF2 NXF1 NXF2 NXF2B NXF3 NXF5 NXT1 NXT2 PABPN1 PARK7 PCID2 PHAX PHB2 PIK3R1 PIK3R2 PKD1 PKIA PKIG PML POLA2 POLDIP3 POM121 POM121B POM121C POM121L2 PPM1A PPP1CC PPP1R10 PPP1R12A PPP3CA PPP3R1 PRICKLE1 PRKACA PRKAG1 PRKCD PRKD1 PSEN1 PTGS2 PTPN11 PTPN14 PTTG1IP RAB23 RAE1 RAN RANBP1 RANBP17 RANBP2 RANBP3 RANBP3L RANBP6 RANGAP1 RANGRF RAPGEF3 RBM15B RBM22 RBM4 RBM8A RGPD1 RGPD2 RGPD3 RGPD4 RGPD5 RGPD6 RGPD8 RGS14 RIOK2 RITA1 RPAIN RPL23 RPS15 RSRC1 SARNP SDAD1 SEC13 SEH1L SETD2 SFN SHH SIRT6 SIRT7 SIX2 SMAD3 SMG1 SMG5 SMG6 SMG7 SMO SMURF1 SNUPN SP100 SPG11 SPRN SQSTM1 SRSF3 SSB STAT3 STK3 STK4 STRADA STRADB STYX SUFU SUMO1 SUPT6H SYK TARDBP TGFB1 THOC1 THOC2 THOC3 THOC5 THOC6 THOC7 TMCO6 TMEM53 TNPO1 TNPO2 TNPO3 TP53 TPR TRAF3IP2 TRIM28 TSC1 TSC2 TXN TXNIP UBE2I UBR5 UFM1 UHMK1 UPF1 UPF2 WASHC4 WNK1 XPO1 XPO4 XPO5 XPO6 XPO7 XPOT YTHDC1 YWHAE ZC3H11A ZC3H11B ZC3H12A ZIC1 ZPR1 GOBP_NUCLEIC_ACID_PHOSPHODIESTER_BOND_HYDROLYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEIC_ACID_PHOSPHODIESTER_BOND_HYDROLYSIS ANKLE1 ANKRD31 ATAD5 C11orf80 DCP1A DCP1B DDX1 DNA2 DXO EDC3 EDC4 ENPP1 EXD2 FEN1 HORMAD1 IHO1 MEI4 MRE11 PDE12 PNRC2 RAD50 RNASEK SETMAR SPO11 ZFP36 GOBP_NUCLEOBASE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEOBASE_BIOSYNTHETIC_PROCESS ADA APRT CAD CMPK1 CPS1 CTPS1 CTPS2 DHODH GART GMPS HPRT1 MTOR PAICS PPAT PRPS1 PRTFDC1 SHMT1 SHMT2 UMPS GOBP_NUCLEOBASE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEOBASE_CATABOLIC_PROCESS ALDH6A1 CRMP1 DPYD DPYS DPYSL2 DPYSL3 DPYSL4 DPYSL5 GDA XDH GOBP_NUCLEOBASE_CONTAINING_COMPOUND_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEOBASE_CONTAINING_COMPOUND_TRANSPORT AAAS ABCC1 ABCC11 ABCC4 ABCC5 ABCC6 ABCD1 ADCY10 ADORA1 AGFG1 AHCTF1 AKAP8L ALKBH5 ALYREF ANKH ARC ATXN2 BICD2 C12orf50 CALHM1 CALHM3 CASC3 CD47 CETN2 CETN3 CHTOP CKAP5 CPSF6 CR1 DDX19A DDX19B DDX25 DDX39A DDX39B DHX9 EIF4A3 ENY2 EPG5 FLOT1 FMR1 FYTTD1 G3BP2 GJB1 GLE1 HHEX HNRNPA1 HNRNPA1L2 HNRNPA2B1 HSF1 IGF2BP1 IGF2BP2 IGF2BP3 IWS1 KHDRBS1 KHSRP KIF5C KPNB1 LRPPRC LRRC8A LRRC8C LRRC8D LRRC8E LUZP4 MAGOH MAGOHB MCM3AP MRPL18 MVP MX2 NCBP1 NCBP2 NCBP3 NDC1 NOL6 NPAP1 NPIPA1 NPM1 NRDE2 NSUN2 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 NUTF2 NXF1 NXF2 NXF2B NXF3 NXF5 NXT1 NXT2 P2RX7 PABPN1 PARP11 PCID2 PEG10 PHAX PNPT1 POLDIP3 POM121 POM121B POM121C POM121L2 QKI RAE1 RAN RANBP17 RANBP2 RBFOX1 RBM15B RBM8A RFTN1 RFTN2 RIPK1 RSC1A1 RTRAF SARNP SEC13 SEH1L SENP2 SETD2 SIDT1 SIDT2 SLBP SLC17A9 SLC19A1 SLC25A16 SLC25A17 SLC25A19 SLC25A23 SLC25A24 SLC25A25 SLC25A26 SLC25A31 SLC25A32 SLC25A33 SLC25A36 SLC25A4 SLC25A41 SLC25A42 SLC25A47 SLC25A5 SLC25A51 SLC25A52 SLC25A53 SLC25A6 SLC28A1 SLC28A2 SLC28A3 SLC29A1 SLC29A2 SLC29A3 SLC29A4 SLC33A1 SLC35A1 SLC35A2 SLC35A3 SLC35A4 SLC35A5 SLC35B1 SLC35B2 SLC35B3 SLC35B4 SLC35C1 SLC35C2 SLC35D1 SLC35D2 SLC35D3 SLC35E3 SLC46A2 SMG1 SMG5 SMG6 SMG7 SNUPN SRSF1 SRSF3 SRSF7 SSB SUPT6H TGFBR2 THOC1 THOC2 THOC3 THOC5 THOC6 THOC7 TNKS TOMM20 TOMM20L TPR TSC1 TST UPF1 UPF2 UPF3A UPF3B WNK1 XPO1 XPO5 XPOT YBX1 YTHDC1 ZC3H11A ZC3H11B ZC3H3 ZFP36 ZFP36L1 GOBP_NUCLEOBASE_CONTAINING_SMALL_MOLECULE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEOBASE_CONTAINING_SMALL_MOLECULE_BIOSYNTHETIC_PROCESS ADA ADA2 ADAL ADK APRT C9orf64 DHFR2 DTYMK HPRT1 MTAP NT5E PGM2 PNP PRTFDC1 TK1 TK2 UCKL1 GOBP_NUCLEOBASE_CONTAINING_SMALL_MOLECULE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEOBASE_CONTAINING_SMALL_MOLECULE_CATABOLIC_PROCESS ADA ADA2 ADAL AICDA APOBEC1 APOBEC2 APOBEC3A APOBEC3B APOBEC3C APOBEC3D APOBEC3F APOBEC3G APOBEC3H CDA CDADC1 DERA DPYD ENPP4 ENTPD4 ENTPD7 GDA GSK3A MGAT1 MTAP NUDT1 PNP UPB1 UPP1 UPP2 XDH GOBP_NUCLEOBASE_CONTAINING_SMALL_MOLECULE_INTERCONVERSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEOBASE_CONTAINING_SMALL_MOLECULE_INTERCONVERSION AK1 AK2 AK4 AK6 CMPK1 GLRX GUK1 NUDT13 GOBP_NUCLEOBASE_CONTAINING_SMALL_MOLECULE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEOBASE_CONTAINING_SMALL_MOLECULE_METABOLIC_PROCESS AADAT AASS ABCC6 ABCD1 ABHD14B ACACA ACACB ACAT1 ACLY ACMSD ACOT1 ACOT11 ACOT12 ACOT2 ACOT4 ACOT6 ACOT7 ACOT8 ACOT9 ACP3 ACSBG1 ACSBG2 ACSF2 ACSF3 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 ACSM1 ACSM2A ACSM2B ACSM3 ACSM4 ACSM5 ACSM6 ACSS1 ACSS2 ADA ADA2 ADAL ADCY1 ADCY10 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ADK ADSL ADSS1 ADSS2 AFMID AICDA AK1 AK2 AK3 AK4 AK5 AK6 AK7 AK8 AK9 ALDH1L1 ALDH1L2 ALDH6A1 ALDOA ALDOB AMDHD2 AMPD1 AMPD2 AMPD3 ANTKMT APOBEC1 APOBEC2 APOBEC3A APOBEC3B APOBEC3C APOBEC3D APOBEC3F APOBEC3G APOBEC3H APRT ASMTL ASPDH ATIC ATP1A2 ATP1B1 ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5F1EP2 ATP5IF1 ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5MGL ATP5MJ ATP5MK ATP5PB ATP5PD ATP5PF ATP5PO ATP6V0C ATP6V1A ATP6V1B1 ATP6V1B2 ATPSCKMT B4GALNT2 BAAT BAD BEND3 BPGM BPNT1 C9orf64 CACNB4 CAD CARD11 CASK CD38 CDA CDADC1 CLPX CMAHP CMPK1 CMPK2 CNP COASY COX11 CPS1 CRMP1 CROT CSGALNACT1 CTNS CTPS1 CTPS2 DCAKD DCK DCTD DCTPP1 DCXR DERA DGAT1 DGAT2 DGUOK DHFR2 DHODH DIP2A DLAT DLD DLG1 DLG2 DLST DMAC2L DNAJC30 DNM1L DNPH1 DPAGT1 DPM1 DPYD DPYS DPYSL2 DPYSL3 DPYSL4 DPYSL5 DTYMK DUT EFL1 ELOVL1 ELOVL2 ELOVL3 ELOVL4 ELOVL5 ELOVL6 ELOVL7 ENO1 ENPP1 ENPP3 ENPP4 ENSG00000205794 ENSG00000276759 ENSG00000290147 ENTPD1 ENTPD2 ENTPD3 ENTPD4 ENTPD5 ENTPD6 ENTPD7 ENTPD8 EPHA2 ERH EXTL2 FAR1 FAR2 FCSK FHIT FIGNL1 FIS1 FITM2 FLAD1 FLCN FMO1 FMO2 FMO5 FUT8 G6PD GALT GARS1 GART GCDH GCK GDA GFPT1 GFPT2 GFUS GIMAP7 GLRX GLYAT GMDS GMPPB GMPR GMPR2 GMPS GNAI3 GNE GNMT GNPDA1 GNPDA2 GNPNAT1 GPAM GPAT4 GPD1 GPD1L GSK3A GTPBP1 GUCA1A GUCA1B GUCY1A1 GUCY1A2 GUCY1B1 GUCY2C GUCY2D GUCY2F GUK1 H19 H6PD HAAO HACD1 HACD2 HINT1 HMGCR HMGCS1 HMGCS2 HPRT1 HSD17B12 HSD17B4 HSPA1A HSPA1B HSPA8 HTD2 ICMT IDH1 IDH2 IDO1 IDO2 IL4 IMPDH1 IMPDH2 ITPA KARS1 KCNAB2 KDM1A KMO KYNU LACC1 LDHB LDHC LIPA LRGUK LRRK2 MACROD1 MACROD2 MACROH2A1 MAGI3 MAPK1 MBD4 MCCC2 MCEE MDH1 MDH1B MDH2 ME1 ME2 MFN1 MGAT1 MIR675 MLST8 MLYCD MMUT MPC2 MPI MPP1 MT-ATP6 MT-ATP8 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MTAP MTHFD1 MTHFD2L MTOR MVD MVK MYH3 MYH4 MYH6 MYH7 MYH8 NADK NADK2 NADSYN1 NAMPT NANS NAPRT NAXD NAXE NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA3 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFB1 NDUFB10 NDUFB11 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 NEIL1 NEIL2 NME1 NME2 NME2P1 NME3 NME4 NME5 NME6 NME7 NME9 NMNAT1 NMNAT2 NMNAT3 NMRK1 NMRK2 NNMT NNT NOCT NOS1 NOS2 NOS3 NOX1 NPPA NPPB NPPC NPR1 NPR2 NQO1 NT5C NT5C1A NT5C1B NT5C2 NT5C3A NT5C3B NT5E NT5M NTHL1 NUDT1 NUDT10 NUDT11 NUDT12 NUDT13 NUDT14 NUDT15 NUDT16 NUDT17 NUDT18 NUDT19 NUDT2 NUDT3 NUDT4 NUDT4B NUDT5 NUDT7 NUDT8 NUDT9 OARD1 OGDH OGG1 OLA1 OPA1 OXSM PAICS PANK1 PANK2 PANK3 PANK4 PAPSS1 PAPSS2 PARG PARK7 PARP1 PARP10 PARP16 PARP9 PC PDE10A PDE1A PDE2A PDE4A PDE4B PDE4C PDE4D PDE5A PDE7A PDE7B PDE8A PDE8B PDE9A PDHA1 PDHA2 PDHB PDHX PDK1 PDK2 PDK3 PDK4 PFAS PGAM1 PGD PGLS PGM2 PGM3 PID1 PINK1 PIPOX PMM1 PMM2 PMVK PNP PPARA PPARGC1A PPAT PPCDC PPCS PPT1 PPT2 PRKAG2 PRPS1 PRPS1L1 PRPS2 PRPSAP1 PRPSAP2 PRTFDC1 PTGDR PTGIS PTH PTHLH PUDP QPRT RAB23 RAN RBKS RD3 REXO2 RFK RHOQ RNASEH2B RORA RPE RPEL1 RPIA RPTOR RRM1 RRM2 RRM2B SAMHD1 SARM1 SDHA SDHB SDHC SDHD SHMT1 SHMT2 SHPK SLC22A13 SLC25A1 SLC25A13 SLC25A16 SLC25A25 SLC27A2 SLC35A3 SLC4A7 SLC52A3 SLC5A8 SMPDL3A SMUG1 SNCA SPHK2 STOML2 SUCLA2 SUCLG1 SUCLG2 SULT1A1 SULT1A2 SULT1A3 SULT1A4 SULT1B1 SULT1C3 SULT1C4 SULT1E1 SULT2A1 SULT2B1 TAFAZZIN TALDO1 TBPL1 TDG TDO2 TECR TGDS TGFB1 THEM5 TIGAR TJP2 TK1 TK2 TKT TMSB4X TP53 TP53I3 TPST1 TPST2 TREM2 TSPO TTR TYMP TYMS UAP1 UAP1L1 UCK1 UCK2 UCKL1 UGDH UGGT1 UGGT2 UGP2 UMPS UNG UPB1 UPP1 UPP2 UPRT UQCC3 URAD UXS1 VCP VNN1 VPS9D1 XDH GOBP_NUCLEOBASE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEOBASE_METABOLIC_PROCESS ACP3 ADA ADK ALDH6A1 APRT CAD CDA CMPK1 CPS1 CRMP1 CTPS1 CTPS2 DHODH DPYD DPYS DPYSL2 DPYSL3 DPYSL4 DPYSL5 GART GDA GMPR GMPR2 GMPS HPRT1 KDM1A MAPK1 MTOR PAICS PPAT PRPS1 PRTFDC1 RRM1 SHMT1 SHMT2 TTR TYMP TYMS UMPS URAD XDH GOBP_NUCLEOBASE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEOBASE_TRANSPORT AQP9 SLC23A1 SLC23A3 SLC25A4 SLC25A5 SLC28A1 SLC28A2 SLC28A3 SLC29A1 SLC29A2 SLC29A3 SLC43A3 VDAC3 GOBP_NUCLEOLAR_CHROMATIN_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEOLAR_CHROMATIN_ORGANIZATION BAZ2A BEND3 DDX11 MACROH2A1 PHF2 PHF8 RRP8 SIRT1 SIRT2 SMARCA5 SUV39H1 GOBP_NUCLEOLAR_LARGE_RRNA_TRANSCRIPTION_BY_RNA_POLYMERASE_I https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEOLAR_LARGE_RRNA_TRANSCRIPTION_BY_RNA_POLYMERASE_I DDX11 DEDD ERCC2 ERCC6 GTF2H5 IPPK MACROH2A1 MACROH2A2 MARS1 MTOR NCL NOL11 NOP53 PIH1D1 POLR1E PWP1 SIRT7 SMARCA4 SMARCB1 TAF1B TCOF1 GOBP_NUCLEOLUS_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEOLUS_ORGANIZATION ACTR6 BAZ2A BEND3 DDX11 EMG1 MACROH2A1 NOLC1 PHF2 PHF8 POLR1B RPS19 RRN3 RRP8 SIRT1 SIRT2 SMARCA5 SUV39H1 USP36 GOBP_NUCLEOPHAGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEOPHAGY ATG12 ATG13 ATG2A ATG2B ATG3 ATG5 ATG7 ATG9A ATG9B RB1CC1 SNX30 SNX7 ULK1 ULK2 ULK3 WDR45 WDR45B WIPI1 WIPI2 GOBP_NUCLEOSIDE_BISPHOSPHATE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEOSIDE_BISPHOSPHATE_BIOSYNTHETIC_PROCESS ACACA ACACB ACAT1 ACLY ACOT7 ACSBG1 ACSBG2 ACSF3 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 ACSS1 ACSS2 COASY DCAKD DIP2A DLAT DLD ELOVL1 ELOVL2 ELOVL3 ELOVL4 ELOVL5 ELOVL6 ELOVL7 GCDH HACD1 HACD2 HSD17B12 HTD2 MLYCD MMUT MPC2 PANK1 PANK2 PANK3 PANK4 PAPSS1 PAPSS2 PDHA1 PDHA2 PDHB PDHX PDK1 PDK2 PDK3 PDK4 PPCDC PPCS PPT1 PPT2 SLC25A1 SLC25A16 SLC27A2 SNCA TECR GOBP_NUCLEOSIDE_BISPHOSPHATE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEOSIDE_BISPHOSPHATE_CATABOLIC_PROCESS ABCD1 ACAT1 ACOT7 FITM2 MLYCD NUDT19 NUDT7 NUDT8 SUCLA2 SUCLG1 SUCLG2 VNN1 GOBP_NUCLEOSIDE_BISPHOSPHATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEOSIDE_BISPHOSPHATE_METABOLIC_PROCESS AADAT AASS ABCD1 ABHD14B ACACA ACACB ACAT1 ACLY ACOT1 ACOT11 ACOT12 ACOT2 ACOT4 ACOT6 ACOT7 ACOT8 ACOT9 ACSBG1 ACSBG2 ACSF2 ACSF3 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 ACSM1 ACSM2A ACSM2B ACSM3 ACSM4 ACSM5 ACSM6 ACSS1 ACSS2 BAAT BPNT1 COASY CROT DCAKD DGAT1 DGAT2 DIP2A DLAT DLD DLST ELOVL1 ELOVL2 ELOVL3 ELOVL4 ELOVL5 ELOVL6 ELOVL7 ENPP1 ENSG00000205794 FAR1 FAR2 FITM2 GCDH GLYAT GPAM GPAT4 HACD1 HACD2 HMGCR HMGCS1 HMGCS2 HSD17B12 HSD17B4 HTD2 MCCC2 MCEE MLYCD MMUT MPC2 MVD MVK NUDT19 NUDT7 NUDT8 OGDH OXSM PANK1 PANK2 PANK3 PANK4 PAPSS1 PAPSS2 PDHA1 PDHA2 PDHB PDHX PDK1 PDK2 PDK3 PDK4 PIPOX PMVK PPCDC PPCS PPT1 PPT2 SLC25A1 SLC25A16 SLC27A2 SNCA SUCLA2 SUCLG1 SUCLG2 SULT1A1 SULT1A2 SULT1A3 SULT1A4 SULT1B1 SULT1C3 SULT1C4 SULT1E1 SULT2A1 SULT2B1 TDO2 TECR THEM5 TPST1 TPST2 VNN1 GOBP_NUCLEOSIDE_DIPHOSPHATE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEOSIDE_DIPHOSPHATE_BIOSYNTHETIC_PROCESS AK1 AK2 AK3 AK4 AK5 CAD CMPK1 CMPK2 DHODH DTYMK ENTPD8 GUK1 UMPS GOBP_NUCLEOSIDE_DIPHOSPHATE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEOSIDE_DIPHOSPHATE_CATABOLIC_PROCESS ENTPD1 ENTPD2 ENTPD3 ENTPD4 ENTPD5 ENTPD6 ENTPD7 ENTPD8 NT5E NUDT18 NUDT5 NUDT9 GOBP_NUCLEOSIDE_DIPHOSPHATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEOSIDE_DIPHOSPHATE_METABOLIC_PROCESS AK1 AK2 AK3 AK4 AK5 BAD CAD CARD11 CASK CMPK1 CMPK2 DHODH DLG1 DLG2 DTYMK ENTPD1 ENTPD2 ENTPD3 ENTPD4 ENTPD5 ENTPD6 ENTPD7 ENTPD8 GUK1 LRGUK MAGI3 MPP1 NT5E NUDT18 NUDT5 NUDT7 NUDT9 RRM1 RRM2 RRM2B TJP2 UMPS GOBP_NUCLEOSIDE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEOSIDE_METABOLIC_PROCESS ACP3 ADA ADA2 ADAL ADK AICDA APOBEC1 APOBEC2 APOBEC3A APOBEC3B APOBEC3C APOBEC3D APOBEC3F APOBEC3G APOBEC3H APRT C9orf64 CDA CDADC1 DERA DGUOK DHFR2 DNPH1 DPYD DTYMK ENPP4 ERH GDA GNMT HPRT1 ICMT MACROD1 MACROD2 MTAP NME4 NME5 NT5C1A NT5C1B NT5C2 NT5C3A NT5E NUDT1 OARD1 PGM2 PNP PRTFDC1 PTGDR TK1 TK2 TYMP UCKL1 UPB1 UPP1 UPP2 XDH GOBP_NUCLEOSIDE_MONOPHOSPHATE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEOSIDE_MONOPHOSPHATE_BIOSYNTHETIC_PROCESS ADA ADK ADSL ADSS1 ADSS2 AMPD1 AMPD2 AMPD3 APRT ATIC CAD CDA CMPK1 DCK DGUOK DHODH DUT ENSG00000276759 ENTPD8 GART GMPS HPRT1 IMPDH1 IMPDH2 NUDT2 PAICS PFAS PPAT PRPS1 PRPS1L1 PRPS2 RFK SHMT1 TK1 TK2 TYMS UCK1 UCK2 UCKL1 UMPS UPP1 UPP2 UPRT GOBP_NUCLEOSIDE_MONOPHOSPHATE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEOSIDE_MONOPHOSPHATE_CATABOLIC_PROCESS ADA AMPD3 DNPH1 DPYD DPYS GDA HPRT1 NT5C NT5C1A NT5C2 NT5E NT5M PNP PRTFDC1 TYMP UPB1 UPP1 UPP2 XDH GOBP_NUCLEOSIDE_MONOPHOSPHATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEOSIDE_MONOPHOSPHATE_METABOLIC_PROCESS ADA ADK ADSL ADSS1 ADSS2 AK1 AK2 AK3 AK4 AK5 AK6 AK7 AK8 AK9 AMPD1 AMPD2 AMPD3 APRT ATIC CAD CARD11 CASK CDA CMPK1 CMPK2 DCK DGUOK DHODH DLG1 DLG2 DNPH1 DPYD DPYS DTYMK DUT ENSG00000276759 ENTPD8 GART GDA GMPR2 GMPS GUK1 HPRT1 IMPDH1 IMPDH2 LRGUK MAGI3 MPP1 NT5C NT5C1A NT5C2 NT5E NT5M NUDT2 PAICS PFAS PNP PPAT PRPS1 PRPS1L1 PRPS2 PRTFDC1 RFK SHMT1 TJP2 TK1 TK2 TYMP TYMS UCK1 UCK2 UCKL1 UMPS UPB1 UPP1 UPP2 UPRT XDH GOBP_NUCLEOSIDE_MONOPHOSPHATE_PHOSPHORYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEOSIDE_MONOPHOSPHATE_PHOSPHORYLATION AK1 AK2 AK4 AK5 AK6 AK7 AK8 AK9 CMPK1 CMPK2 DTYMK GOBP_NUCLEOSIDE_PHOSPHATE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEOSIDE_PHOSPHATE_BIOSYNTHETIC_PROCESS ACACA ACACB ACAT1 ACLY ACMSD ACOT7 ACSBG1 ACSBG2 ACSF3 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 ACSS1 ACSS2 ADA ADCY1 ADCY10 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ADK ADSL ADSS1 ADSS2 AFMID AK1 AK2 AK3 AK4 AK5 AK6 AK7 AK8 AK9 ALDOA AMPD1 AMPD2 AMPD3 ANTKMT APRT ASPDH ATIC ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5F1EP2 ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5MGL ATP5MJ ATP5MK ATP5PB ATP5PD ATP5PF ATP5PO ATP6V0C ATP6V1A ATPSCKMT CAD CDA CMPK1 CMPK2 COASY COX11 CTPS1 CTPS2 DCAKD DCK DCTD DGUOK DHODH DIP2A DLAT DLD DMAC2L DNAJC30 DTYMK DUT ELOVL1 ELOVL2 ELOVL3 ELOVL4 ELOVL5 ELOVL6 ELOVL7 ENO1 ENSG00000276759 ENSG00000290147 ENTPD8 FCSK FLAD1 FLCN GARS1 GART GCDH GMPS GUCA1A GUCA1B GUCY1A1 GUCY1A2 GUCY1B1 GUCY2C GUCY2D GUCY2F GUK1 H19 HAAO HACD1 HACD2 HPRT1 HSD17B12 HTD2 IDO1 IDO2 IL4 IMPDH1 IMPDH2 KARS1 KMO KYNU LDHC LIPA ME1 MIR675 MLYCD MMUT MPC2 MT-ATP6 MT-ATP8 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MTHFD1 MTHFD2L NADK NADK2 NADSYN1 NAMPT NAPRT NAXD NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA3 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFB1 NDUFB10 NDUFB11 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 NME1 NME2 NME2P1 NME3 NME4 NME5 NME6 NME7 NME9 NMNAT1 NMNAT2 NMNAT3 NMRK1 NMRK2 NNMT NOS1 NOS2 NOS3 NPPA NPPB NPPC NPR1 NPR2 NUDT12 NUDT2 PAICS PANK1 PANK2 PANK3 PANK4 PAPSS1 PAPSS2 PARP1 PARP10 PARP16 PARP9 PDHA1 PDHA2 PDHB PDHX PDK1 PDK2 PDK3 PDK4 PFAS PID1 PINK1 PNP PPARA PPARGC1A PPAT PPCDC PPCS PPT1 PPT2 PRKAG2 PRPS1 PRPS1L1 PRPS2 PRPSAP1 PRPSAP2 PTGIS QPRT RD3 RFK RRM1 RRM2 RRM2B SDHA SDHB SDHC SDHD SHMT1 SLC22A13 SLC25A1 SLC25A13 SLC25A16 SLC27A2 SLC4A7 SLC52A3 SLC5A8 SNCA SPHK2 STOML2 TAFAZZIN TBPL1 TECR TGFB1 TK1 TK2 TMSB4X TREM2 TYMS UCK1 UCK2 UCKL1 UMPS UPP1 UPP2 UPRT UQCC3 VCP VPS9D1 GOBP_NUCLEOSIDE_PHOSPHATE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEOSIDE_PHOSPHATE_CATABOLIC_PROCESS ABCD1 ACAT1 ACOT7 ADA AMPD3 CNP DCTPP1 DERA DNPH1 DPYD DPYS DUT ENPP1 ENPP3 ENSG00000276759 ENTPD1 ENTPD2 ENTPD3 ENTPD4 ENTPD5 ENTPD6 ENTPD7 ENTPD8 FHIT FITM2 GDA HINT1 HPRT1 ITPA MBD4 MLYCD NEIL1 NEIL2 NT5C NT5C1A NT5C1B NT5C2 NT5E NT5M NTHL1 NUDT10 NUDT11 NUDT12 NUDT13 NUDT15 NUDT16 NUDT17 NUDT18 NUDT19 NUDT3 NUDT4 NUDT4B NUDT5 NUDT7 NUDT8 NUDT9 OGG1 PDE10A PDE1A PDE2A PDE4A PDE4B PDE4C PDE4D PDE5A PDE7A PDE7B PDE8A PDE8B PDE9A PNP PRTFDC1 SAMHD1 SARM1 SMPDL3A SMUG1 SUCLA2 SUCLG1 SUCLG2 TDG TYMP UNG UPB1 UPP1 UPP2 VCP VNN1 XDH GOBP_NUCLEOSIDE_SALVAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEOSIDE_SALVAGE ADK APRT C9orf64 HPRT1 MTAP PGM2 PNP PRTFDC1 TK2 UCKL1 GOBP_NUCLEOSIDE_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEOSIDE_TRANSMEMBRANE_TRANSPORT SLC25A26 SLC28A1 SLC28A2 SLC28A3 SLC29A1 SLC29A2 SLC29A3 SLC29A4 GOBP_NUCLEOSIDE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEOSIDE_TRANSPORT ADORA1 RSC1A1 SLC25A26 SLC28A1 SLC28A2 SLC28A3 SLC29A1 SLC29A2 SLC29A3 SLC29A4 GOBP_NUCLEOSIDE_TRIPHOSPHATE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEOSIDE_TRIPHOSPHATE_BIOSYNTHETIC_PROCESS ADCY10 ADK AK1 AK3 AK4 ALDOA ANTKMT ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5F1EP2 ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5MGL ATP5MJ ATP5MK ATP5PB ATP5PD ATP5PF ATP5PO ATP6V0C ATP6V1A ATPSCKMT CAD CMPK2 COX11 CTPS1 CTPS2 DMAC2L DNAJC30 DTYMK ENO1 FLCN H19 IL4 IMPDH1 IMPDH2 LDHC LIPA MIR675 MT-ATP6 MT-ATP8 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA3 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFB1 NDUFB10 NDUFB11 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 NME1 NME2 NME2P1 NME3 NME4 NME5 NME6 NME7 NME9 NUDT2 PARP1 PID1 PINK1 PPARA PPARGC1A PRKAG2 SDHA SDHB SDHC SDHD SLC25A13 SPHK2 STOML2 TAFAZZIN TBPL1 TGFB1 TMSB4X TREM2 TYMS UCK1 UCK2 UCKL1 UQCC3 VCP VPS9D1 GOBP_NUCLEOSIDE_TRIPHOSPHATE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEOSIDE_TRIPHOSPHATE_CATABOLIC_PROCESS ADA DCTPP1 DUT ENPP1 ENPP3 ENSG00000276759 ENTPD3 ENTPD7 ITPA NUDT15 NUDT16 SAMHD1 SMPDL3A GOBP_NUCLEOSIDE_TRIPHOSPHATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEOSIDE_TRIPHOSPHATE_METABOLIC_PROCESS ABCC6 ADA ADCY10 ADK AK1 AK2 AK3 AK4 AK5 ALDOA ANTKMT ATP1A2 ATP1B1 ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5F1EP2 ATP5IF1 ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5MGL ATP5MJ ATP5MK ATP5PB ATP5PD ATP5PF ATP5PO ATP6V0C ATP6V1A ATP6V1B1 ATP6V1B2 ATPSCKMT BAD BEND3 CAD CLPX CMPK2 COX11 CTNS CTPS1 CTPS2 DCTPP1 DGUOK DMAC2L DNAJC30 DNM1L DTYMK DUT EFL1 ENO1 ENPP1 ENPP3 ENSG00000276759 ENTPD3 ENTPD4 ENTPD7 FIGNL1 FIS1 FLCN GIMAP7 GNAI3 GTPBP1 H19 HSPA1A HSPA1B HSPA8 IL4 IMPDH1 IMPDH2 ITPA LDHC LIPA LRRK2 MFN1 MIR675 MT-ATP6 MT-ATP8 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MYH3 MYH4 MYH6 MYH7 MYH8 NADK NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA3 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFB1 NDUFB10 NDUFB11 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 NME1 NME2 NME2P1 NME3 NME4 NME5 NME6 NME7 NME9 NMNAT1 NT5E NUDT15 NUDT16 NUDT2 NUDT5 OLA1 OPA1 PARG PARP1 PID1 PINK1 PPARA PPARGC1A PRKAG2 RAB23 RAN RHOQ RRM2B SAMHD1 SDHA SDHB SDHC SDHD SLC25A13 SLC25A25 SMPDL3A SPHK2 STOML2 TAFAZZIN TBPL1 TGFB1 TMSB4X TREM2 TSPO TYMS UCK1 UCK2 UCKL1 UQCC3 VCP VPS9D1 GOBP_NUCLEOSOME_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEOSOME_ORGANIZATION ANP32B ARID1A ARID2 ASF1A ASF1B ATRX BAZ1A BRD2 CABIN1 CHAF1A CHAF1B CHD1 CHD2 CHRAC1 DAXX DNAJC9 GRWD1 H1-0 H1-1 H1-10 H1-2 H1-3 H1-4 H1-5 H1-6 H1-8 H1-9P H2AB1 H2AB2 H2AB3 H2AC25 H2AX H2BC1 H2BC10 H2BC11 H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC3 H2BC4 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3-4 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C7 H4C8 H4C9 HAT1 HIRA HMGA1 HMGB2 HP1BP3 KAT6A KAT6B LIN54 MACROH2A1 MACROH2A2 MCM2 MCM3AP NAA60 NAP1L1 NAP1L2 NAP1L3 NAP1L4 NAP1L5 NAP1L6P NASP NFE2 NPM1 PADI4 POLE3 RBBP4 RSF1 SART3 SET SETD2 SETSIP SHPRH SMARCA4 SMARCA5 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMYD3 SOX9 SPTY2D1 SSRP1 SUPT16H SUPT6H TNP1 TSPY1 TSPY10 TSPY2 TSPY26P TSPY3 TSPY4 TSPY8 TSPY9 TSPYL1 TSPYL2 TSPYL4 TSPYL5 TSPYL6 UBN1 GOBP_NUCLEOTIDE_BINDING_DOMAIN_LEUCINE_RICH_REPEAT_CONTAINING_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEOTIDE_BINDING_DOMAIN_LEUCINE_RICH_REPEAT_CONTAINING_RECEPTOR_SIGNALING_PATHWAY BIRC2 BIRC3 CYLD ERBIN HSPA1A HSPA1B INAVA IRGM ITCH LACC1 MAP2K6 MAP3K7 NAGK NFKBIA NOD1 NOD2 OTULIN PTPN22 RELA RIPK2 RNF34 SLC15A2 SLC15A3 SLC15A4 SLC46A2 TLR4 TNFAIP3 XIAP ZNRF4 GOBP_NUCLEOTIDE_BINDING_OLIGOMERIZATION_DOMAIN_CONTAINING_1_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEOTIDE_BINDING_OLIGOMERIZATION_DOMAIN_CONTAINING_1_SIGNALING_PATHWAY NFKBIA NOD1 RIPK2 SLC15A4 SLC46A2 TLR4 TNFAIP3 XIAP GOBP_NUCLEOTIDE_BINDING_OLIGOMERIZATION_DOMAIN_CONTAINING_2_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEOTIDE_BINDING_OLIGOMERIZATION_DOMAIN_CONTAINING_2_SIGNALING_PATHWAY ERBIN HSPA1A HSPA1B INAVA IRGM LACC1 NAGK NFKBIA NOD2 OTULIN PTPN22 RELA RIPK2 SLC15A3 SLC15A4 TLR4 TNFAIP3 XIAP ZNRF4 GOBP_NUCLEOTIDE_EXCISION_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEOTIDE_EXCISION_REPAIR ACTB ACTL6A ACTL6B ARID1A ARID1B ARID2 ATXN3 BCL7A BCL7B BCL7C BRCA2 BRD7 BRIP1 CETN1 CETN2 COMMD1 CUL4A DDB1 DDB2 DPF1 DPF2 DPF3 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 FAN1 FANCC GTF2H1 GTF2H2 GTF2H2C GTF2H2C_2 GTF2H3 GTF2H4 GTF2H5 HMGN1 HUS1 HUS1B KAT5 KAT7 LIG4 MMS19 MNAT1 NTHL1 OGG1 PBRM1 PHF10 PNKP POLA1 POLB POLD1 POLD3 POLE POLK POLL POLR2I RAD23A RAD23B RAD52 RNF111 RPA1 RPA2 RPA3 RPA4 SIRT1 SLC30A9 SLX4 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 TP53 USP44 USP45 USP7 UVSSA XAB2 XPA XPC GOBP_NUCLEOTIDE_EXCISION_REPAIR_DNA_GAP_FILLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEOTIDE_EXCISION_REPAIR_DNA_GAP_FILLING LIG4 POLB POLD1 POLD3 POLE POLK GOBP_NUCLEOTIDE_SALVAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEOTIDE_SALVAGE ADA ADK ADSL AMPD1 AMPD2 AMPD3 APRT CDA DCK DGUOK FCSK HPRT1 NAPRT UCK1 UCK2 UCKL1 UPP1 UPP2 GOBP_NUCLEOTIDE_SUGAR_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEOTIDE_SUGAR_BIOSYNTHETIC_PROCESS AMDHD2 FCSK GFPT1 GFPT2 GFUS GMDS GMPPB GNPDA1 GNPDA2 GNPNAT1 MPI NANS PGM3 PMM1 PMM2 UAP1 UAP1L1 UGDH UXS1 GOBP_NUCLEOTIDE_SUGAR_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEOTIDE_SUGAR_METABOLIC_PROCESS AMDHD2 B4GALNT2 CMAHP CSGALNACT1 DPAGT1 DPM1 ENTPD5 EXTL2 FCSK FUT8 GALT GFPT1 GFPT2 GFUS GMDS GMPPB GNE GNPDA1 GNPDA2 GNPNAT1 GSK3A MGAT1 MPI NANS PARG PGM3 PMM1 PMM2 SLC35A3 TGDS UAP1 UAP1L1 UGDH UGGT1 UGGT2 UGP2 UXS1 GOBP_NUCLEOTIDE_SUGAR_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEOTIDE_SUGAR_TRANSMEMBRANE_TRANSPORT SLC35A1 SLC35A2 SLC35A3 SLC35A4 SLC35A5 SLC35B1 SLC35B4 SLC35C1 SLC35C2 SLC35D1 SLC35D2 SLC35D3 GOBP_NUCLEOTIDE_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEOTIDE_TRANSMEMBRANE_TRANSPORT ABCC4 ADCY10 LRRC8A LRRC8C LRRC8D LRRC8E SLC17A9 SLC19A1 SLC25A16 SLC25A17 SLC25A23 SLC25A24 SLC25A31 SLC25A32 SLC25A33 SLC25A36 SLC25A4 SLC25A41 SLC25A42 SLC25A47 SLC25A5 SLC25A51 SLC25A52 SLC25A53 SLC25A6 SLC33A1 SLC35B2 SLC35B3 SLC46A2 GOBP_NUCLEOTIDE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEOTIDE_TRANSPORT ABCC1 ABCC11 ABCC4 ABCC5 ABCC6 ABCD1 ADCY10 ANKH CALHM1 CALHM3 CD47 CR1 EPG5 GJB1 LRRC8A LRRC8C LRRC8D LRRC8E P2RX7 SLC17A9 SLC19A1 SLC25A16 SLC25A17 SLC25A19 SLC25A23 SLC25A24 SLC25A25 SLC25A31 SLC25A32 SLC25A33 SLC25A36 SLC25A4 SLC25A41 SLC25A42 SLC25A47 SLC25A5 SLC25A51 SLC25A52 SLC25A53 SLC25A6 SLC33A1 SLC35B1 SLC35B2 SLC35B3 SLC46A2 GOBP_NUCLEUS_LOCALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEUS_LOCALIZATION BIN1 CAV3 CDC42 CDK9 CEP120 CLMN DCTN1 DOCK7 DYNC1H1 FBXW11 FHOD1 HOOK3 KIF25 LMNA LMNB1 LMNB2 MTOR NHERF1 NR3C1 NTN1 NUDC PAFAH1B1 PAX6 PCM1 SIRT1 SLIT1 SUN1 SUN2 SYNE2 SYNE3 TLK2 TMEM201 TRIM58 GOBP_NUCLEUS_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_NUCLEUS_ORGANIZATION ACTR6 AFF2 AGFG1 AHCTF1 AKAP8L ANKLE2 ATXN7 BANF1 BAZ2A BEND3 BIN1 BRDT BROX CDK1 CELF3 CEP55 CHD5 CHEK1 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CTDNEP1 DCTN1 DDX11 DMPK DMRTC2 DYRK3 EMD EMG1 EPC1 ETS1 FXR1 GOLM1 GPER1 H1-7 H2BC1 H3-3A H3-3B HABP4 HIPK2 HMGB2 IRAG2 KAT5 KDM3A LEMD2 LMNA LMNB1 LMNB2 LPIN1 MACROH2A1 MFSD14A NDC1 NECTIN2 NEK6 NEMP1 NOLC1 NSFL1C NUMA1 NUP107 NUP133 NUP153 NUP155 NUP205 NUP35 NUP54 NUP93 NUP98 PAFAH1B1 PARP11 PDCD6IP PHF2 PHF8 PITPNB PIWIL1 PLEC PLK1 PML POLR1B PRKCA PRKCB PRM1 PRM2 PSME4 PYGO1 PYGO2 RCC1 REEP3 REEP4 RNF8 RPS19 RRN3 RRP8 RTN4 SEH1L SELENOF SERBP1 SF1 SIRT1 SIRT2 SMARCA5 SPAST SRPK1 SRPK2 SUMO1 SUMO1P1 SUN1 SUN2 SUV39H1 SYCP1 SYCP3 SYNE1 TARDBP TBPL1 TMEM170A TMEM43 TMF1 TNP1 TNP2 TOR1A TOR1AIP1 TOR1B TPR TSSK6 UBE2I UBXN2A UBXN2B USP36 USP50 USPL1 VPS4A VPS4B VRK1 WBP2NL WDR73 WEE2 WRAP53 ZMPSTE24 ZPR1 GOBP_N_ACETYLGLUCOSAMINE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_N_ACETYLGLUCOSAMINE_METABOLIC_PROCESS AMDHD2 CHST1 CHST2 CHST3 CHST4 CHST5 CHST6 CHST7 EXTL2 GNE GNPDA1 GNPDA2 LARGE1 MGAT3 NAGK NANP OGA RENBP GOBP_N_ACETYLNEURAMINATE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_N_ACETYLNEURAMINATE_CATABOLIC_PROCESS AMDHD2 GNPDA1 GNPDA2 HOGA1 NAGK NPL RENBP GOBP_N_ACETYLNEURAMINATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_N_ACETYLNEURAMINATE_METABOLIC_PROCESS AMDHD2 CMAS GNE GNPDA1 GNPDA2 HOGA1 NAGK NANP NPL RENBP ST3GAL1 ST6GAL1 GOBP_N_ACYLETHANOLAMINE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_N_ACYLETHANOLAMINE_METABOLIC_PROCESS GDE1 GDPD1 GDPD3 NAAA NAPEPLD GOBP_N_ACYLPHOSPHATIDYLETHANOLAMINE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_N_ACYLPHOSPHATIDYLETHANOLAMINE_METABOLIC_PROCESS ABHD4 NAAA NAPEPLD PLA2G4E PLAAT1 PLAAT2 PLAAT3 PLAAT4 PLAAT5 GOBP_N_GLYCAN_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_N_GLYCAN_PROCESSING FUT8 GANAB GANC GNPTAB GNPTG MAN1A2 MAN2A1 MAN2A2 MGAT4A MGAT4B PRKCSH ST8SIA1 ST8SIA2 ST8SIA3 ST8SIA4 ST8SIA5 ST8SIA6 GOBP_N_TERMINAL_PEPTIDYL_METHIONINE_ACETYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_N_TERMINAL_PEPTIDYL_METHIONINE_ACETYLATION NAA15 NAA16 NAA20 NAA25 NAA30 NAA60 GOBP_N_TERMINAL_PROTEIN_AMINO_ACID_ACETYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_N_TERMINAL_PROTEIN_AMINO_ACID_ACETYLATION AANAT CREBBP EP300 KAT2B NAA10 NAA11 NAA15 NAA16 NAA20 NAA25 NAA30 NAA35 NAA50 NAA60 NAA80 SOX4 GOBP_N_TERMINAL_PROTEIN_AMINO_ACID_MODIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_N_TERMINAL_PROTEIN_AMINO_ACID_MODIFICATION AANAT CREBBP EP300 HHAT HHATL KAT2B METAP1 METAP1D METAP2 NAA10 NAA11 NAA15 NAA16 NAA20 NAA25 NAA30 NAA35 NAA50 NAA60 NAA80 NMT1 NMT2 NTMT1 NTMT2 PDF PPM1A PPM1B SOX4 GOBP_N_TERMINAL_PROTEIN_LIPIDATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_N_TERMINAL_PROTEIN_LIPIDATION HHAT HHATL NMT1 NMT2 PPM1A PPM1B GOBP_OBSERVATIONAL_LEARNING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_OBSERVATIONAL_LEARNING CNTNAP2 HTT NF1 NRXN1 NRXN2 SHANK3 STRA6 GOBP_ODONTOBLAST_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ODONTOBLAST_DIFFERENTIATION CEBPB DLX3 DSPP FAM20C IPO7 MAP1B RPTOR SERPINE1 SMAD2 TGFB1 TUBB GOBP_ODONTOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ODONTOGENESIS ACP4 ACVR2A ACVR2B ADM ALPL AMBN AMELX AMELY AMTN ANKH ANKRD11 APCDD1 AQP1 AQP3 AQP5 AQP6 ASPN AXIN2 BAX BCL11B BCL2L11 BCOR BMP2 BMP4 BMP7 BMPR1A BSG CCDC154 CD34 CEMP1 CFTR CNNM4 COL1A1 COL1A2 CSF1 CSF3R CTNNA1 CTNNB1 DLX1 DLX2 DLX3 DMP1 DMRT3 DSPP EDA EDAR EDN1 ENAM FAM20A FAM20C FGF10 FGF4 FGF8 FGFR2 FOXC1 FOXI3 FST GATA6 GLI2 GLI3 HAND1 HAND2 HDAC1 HDAC2 ID3 INHBA ITGB6 JAG2 KLK4 KLK5 LAMA5 LAMB1 LEF1 LHX8 LRP4 METTL7A MMP20 MSX1 MSX2 NECTIN1 NF2 NGFR NKX2-3 ODAM ODAPH OSR1 OSR2 PAX9 PDGFRA PERP PHEX PITX2 PPARA PRKCB RELT RHOA ROGDI RSPO2 RUNX2 SCN10A SCN5A SERPINE1 SHH SLC24A4 SLC34A1 SLC4A2 SMO SMPD3 SNX10 SOSTDC1 SP6 SP7 SRC SSUH2 STIM1 TBX1 TCIRG1 TFAP2A TGFB2 TGFB3 TNC TNFRSF11B TNFSF11 TP63 TRAF6 TSPEAR TUFT1 WDR72 WLS WNT10A WNT6 ZNF22 GOBP_ODONTOGENESIS_OF_DENTIN_CONTAINING_TOOTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ODONTOGENESIS_OF_DENTIN_CONTAINING_TOOTH ACVR2A ACVR2B ADM AMBN AMELX AMELY AMTN ANKRD11 APCDD1 BAX BCL11B BCL2L11 BMP2 BMP4 BMP7 BMPR1A BSG CCDC154 CFTR CNNM4 CSF1 CSF3R CTNNA1 CTNNB1 DLX1 DLX2 DLX3 DMP1 DMRT3 DSPP EDA EDAR ENAM FAM20A FAM20C FGF10 FGF4 FGF8 FOXC1 FOXI3 FST GATA6 GLI2 GLI3 HAND1 HAND2 HDAC1 HDAC2 ITGB6 JAG2 KLK4 KLK5 LAMA5 LEF1 LHX8 LRP4 MMP20 MSX1 MSX2 NECTIN1 NF2 NGFR NKX2-3 ODAM ODAPH PDGFRA PERP PPARA PRKCB RELT ROGDI RSPO2 RUNX2 SCN10A SCN5A SERPINE1 SHH SLC24A4 SLC34A1 SLC4A2 SMO SMPD3 SOSTDC1 STIM1 TBX1 TCIRG1 TNC TNFRSF11B TP63 TRAF6 WDR72 WNT10A WNT6 GOBP_OLEFINIC_COMPOUND_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_OLEFINIC_COMPOUND_BIOSYNTHETIC_PROCESS ADM AKR1C3 BGLAP BMP2 BMP5 BMP6 CACNA1H CLCN2 CREB1 CYP11B1 CYP11B2 CYP19A1 DAB2 DGKQ DKK3 DKKL1 EGR1 FSHB GPRC6A H6PD HSD17B1 HSD17B3 LHB PRKG1 REST SRD5A2 STARD3 WNT4 GOBP_OLEFINIC_COMPOUND_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_OLEFINIC_COMPOUND_METABOLIC_PROCESS ABCA4 ABCD1 ABHD12 ABHD6 ACAA1 ACOT8 ADH1A ADH1B ADH1C ADH4 ADH6 ADH7 ADM AFP AKR1B1 AKR1B10 AKR1B15 AKR1C1 AKR1C2 AKR1C3 AKR1C4 ALDH1A1 ALDH1A2 ALDH1A3 ALDH8A1 ALOX12 ALOX12B ALOX15 ALOX15B ALOX5 ALOXE3 AWAT1 AWAT2 BCO1 BCO2 BGLAP BMP2 BMP5 BMP6 CACNA1H CBR1 CEL CLCN2 CREB1 CYP11A1 CYP11B1 CYP11B2 CYP17A1 CYP19A1 CYP1A1 CYP1A2 CYP1B1 CYP27C1 CYP2A13 CYP2A6 CYP2A7 CYP2B6 CYP2C18 CYP2C19 CYP2C8 CYP2C9 CYP2D6 CYP2D7 CYP2E1 CYP2F1 CYP2J2 CYP2S1 CYP2U1 CYP3A4 CYP3A5 CYP3A7 CYP46A1 CYP4A11 CYP4A22 CYP4F11 CYP4F12 CYP4F2 CYP4F3 CYP4Z1 DAB2 DAGLA DAGLB DGAT1 DGAT2 DGKQ DHRS3 DHRS4 DHRS4L1 DHRS4L2 DHRS7 DHRS9 DKK3 DKKL1 EDNRB EGR1 ELOVL1 ELOVL2 ELOVL3 ELOVL5 EPHX1 EPHX2 FAAH FAAH2 FADS1 FADS2 FSHB GPRC6A GPX1 GPX4 GRIN1 GSTA1 GSTM2 GSTP1 H6PD HSD11B2 HSD17B1 HSD17B3 HSD17B6 LHB LIPE LRAT MGLL MGST3 PLA2G10 PLA2G2F PLA2G4A PLA2G4B PLA2G4C PLB1 PNLIP PNPLA2 PNPLA4 PNPLA8 PRKG1 PTGDS PTGES2 PTGES3 PTGIS PTGS1 PTGS2 RBP4 RDH10 RDH11 RDH12 RDH13 RDH14 RDH16 RDH5 RDH8 REST RETSAT RPE65 SCNN1B SCP2 SDR16C5 SDR9C7 SRD5A1 SRD5A2 STARD3 STAT5B TBXAS1 WNT4 GOBP_OLFACTORY_BEHAVIOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_OLFACTORY_BEHAVIOR ADCY3 ATP6V1B1 BBS1 CFAP69 CHD7 GJB4 LMX1A SHANK1 TPBG WFS1 GOBP_OLFACTORY_BULB_INTERNEURON_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_OLFACTORY_BULB_INTERNEURON_DEVELOPMENT ARX ATF5 ROBO1 ROBO2 SLIT1 SLIT2 SLIT3 WNT5A GOBP_OLFACTORY_BULB_INTERNEURON_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_OLFACTORY_BULB_INTERNEURON_DIFFERENTIATION ARX ATF5 DLX5 ERBB4 GSX2 ROBO1 ROBO2 SALL1 SLIT1 SLIT2 SLIT3 UNCX WNT5A GOBP_OLFACTORY_LOBE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_OLFACTORY_LOBE_DEVELOPMENT AGTPBP1 ARX ATF5 ATP1A2 CHD7 CSF1R DLX2 DLX5 EFNA2 EOMES ERBB4 EXT1 FEZF1 FUT1 GSX2 ID2 KIF14 LHX2 LRRK2 MECP2 NR2E1 OGDH PAX6 ROBO1 ROBO2 RPGRIP1L SALL1 SEMA3A SEMA7A SKI SLIT1 SLIT2 SLIT3 SRF TTC8 UNCX WNT5A ZIC1 ZIC3 GOBP_OLFACTORY_NERVE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_OLFACTORY_NERVE_DEVELOPMENT CHD7 CNGB1 NTRK1 PLXNA1 PLXNA3 SALL1 SLC24A4 GOBP_OLIGODENDROCYTE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_OLIGODENDROCYTE_DEVELOPMENT ABCA2 ASCL1 ASPA B4GALT5 B4GALT6 CERS5 CLU CNTN1 CNTN2 CNTNAP1 EIF2B1 EIF2B2 EIF2B3 EIF2B4 EIF2B5 ERCC2 FA2H GPM6B HDAC11 HES5 ID4 KCNJ10 LPAR1 LYN MAG MAL MECP2 MED12 MIOS MIR26A1 MOBP MYRF NCSTN NKX2-2 NKX6-2 NSUN5 OLIG1 PLP1 PRDM8 PTEN SHH SOX10 SOX11 TENM4 TLR2 TPPP WASF3 ZNF488 GOBP_OLIGODENDROCYTE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_OLIGODENDROCYTE_DIFFERENTIATION ABCA2 ASCL1 ASPA B4GALT5 B4GALT6 BNIP3 BOK CDK5 CDKN2C CERS5 CLCN2 CLU CNP CNTN1 CNTN2 CNTNAP1 CSK CTNNB1 CXCR4 DAAM2 DAG1 DLX1 DLX2 DRD3 DUSP10 DUSP15 EIF2B1 EIF2B2 EIF2B3 EIF2B4 EIF2B5 ERBB2 ERCC2 FA2H GLI3 GPM6B GPR17 GSX2 HDAC1 HDAC11 HDAC2 HES1 HES5 ID4 IL33 IL34 KCNJ10 LPAR1 LYN MAG MAL MDK MECP2 MED12 MIOS MIR26A1 MOBP MTOR MYRF NCSTN NEUROD4 NF1 NKX2-1 NKX2-2 NKX6-1 NKX6-2 NOTCH1 NSUN5 NTRK2 OLIG1 OLIG2 OPALIN PAX6 PLP1 PRDM8 PRMT5 PTEN PTN PTPRZ1 RHEB SHH SLC45A3 SLC8A3 SOX1 SOX10 SOX11 SOX13 SOX6 SOX8 SOX9 SRSF1 SUZ12 TENM4 TLR2 TMEM98 TNFRSF1B TNFRSF21 TP73 TPPP TRPC4 TSPAN2 VTN WASF3 WDR1 ZNF365 ZNF488 GOBP_OLIGODENDROCYTE_PROGENITOR_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_OLIGODENDROCYTE_PROGENITOR_PROLIFERATION CDH2 EMX1 GJC2 LRP2 LYN MIOS PTPRZ1 SIRT2 GOBP_OLIGOPEPTIDE_IMPORT_ACROSS_PLASMA_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_OLIGOPEPTIDE_IMPORT_ACROSS_PLASMA_MEMBRANE SLC15A1 SLC15A2 SLC15A3 SLC15A4 SLC7A11 GOBP_OLIGOPEPTIDE_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_OLIGOPEPTIDE_TRANSMEMBRANE_TRANSPORT ABCB9 CA2 CDH17 SLC15A1 SLC15A2 SLC15A3 SLC15A4 SLC26A6 SLC7A11 GOBP_OLIGOSACCHARIDE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_OLIGOSACCHARIDE_BIOSYNTHETIC_PROCESS B3GALNT1 B3GALT1 B3GALT2 B3GALT4 B3GALT5 B4GALNT2 B4GALT1 FBP1 FBP2 FUT1 FUT10 FUT2 FUT3 FUT4 FUT5 FUT6 FUT7 FUT8 FUT9 LALBA MGAT2 MPDU1 ST3GAL2 ST3GAL3 ST3GAL4 ST3GAL6 ST6GALNAC1 ST6GALNAC5 ST6GALNAC6 GOBP_OLIGOSACCHARIDE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_OLIGOSACCHARIDE_CATABOLIC_PROCESS CTBS GBA3 GM2A HEXB IDNK LCT MAN2B1 MAN2B2 MAN2C1 MANBA MGAM NEU1 NEU2 NEU3 NEU4 PGD SI TREH GOBP_OLIGOSACCHARIDE_LIPID_INTERMEDIATE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_OLIGOSACCHARIDE_LIPID_INTERMEDIATE_BIOSYNTHETIC_PROCESS ALG1 ALG10 ALG10B ALG11 ALG12 ALG13 ALG14 ALG2 ALG3 ALG6 ALG8 ALG9 DHDDS DOLK DOLPP1 DPAGT1 DPM1 MPDU1 NUS1 RFT1 SRD5A3 GOBP_OLIGOSACCHARIDE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_OLIGOSACCHARIDE_METABOLIC_PROCESS AMY1A AMY1B AMY1C B3GALNT1 B3GALT1 B3GALT2 B3GALT4 B3GALT5 B4GALNT2 B4GALT1 BRAF CTBS FBP1 FBP2 FUT1 FUT10 FUT2 FUT3 FUT4 FUT5 FUT6 FUT7 FUT8 FUT9 GAA GAL3ST3 GAL3ST4 GANC GBA3 GLA GM2A HEXB IDNK IDUA LALBA LCT MAN1B1 MAN2B1 MAN2B2 MAN2C1 MANBA MGAM MGAT2 MOGS MPDU1 NAGA NEU1 NEU2 NEU3 NEU4 NPC1 PGD SI ST3GAL2 ST3GAL3 ST3GAL4 ST3GAL6 ST6GAL2 ST6GALNAC1 ST6GALNAC3 ST6GALNAC4 ST6GALNAC5 ST6GALNAC6 ST8SIA1 ST8SIA2 ST8SIA3 ST8SIA4 ST8SIA5 ST8SIA6 TREH GOBP_OMEGA_HYDROXYLASE_P450_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_OMEGA_HYDROXYLASE_P450_PATHWAY CYP1A1 CYP1A2 CYP1B1 CYP2C19 CYP2C8 CYP2C9 CYP2U1 CYP4A11 CYP4A22 CYP4F11 CYP4F2 GOBP_ONCOGENE_INDUCED_CELL_SENESCENCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ONCOGENE_INDUCED_CELL_SENESCENCE CDKN1A HMGA1 HMGA2 HRAS PML SPI1 GOBP_ONE_CARBON_COMPOUND_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ONE_CARBON_COMPOUND_TRANSPORT AQP1 AQP10 AQP11 AQP3 AQP5 AQP6 AQP7 AQP7B AQP7P3 AQP8 AQP9 BEST1 CA2 CA4 CFTR CYB5R1 CYB5R2 CYB5R4 CYB5RL HBA1 HBA2 HBB HBD HBE1 HBG1 HBG2 HBZ POU3F3 RHAG RHBG RHCG SLC14A1 SLC14A2 SLC26A1 SLC26A10P SLC26A2 SLC26A3 SLC26A4 SLC26A5 SLC26A6 SLC26A7 SLC26A8 SLC26A9 SLC39A10 SLC39A12 SLC39A14 SLC39A4 SLC39A5 SLC39A6 SLC39A8 SLC4A1 SLC4A10 SLC4A11 SLC4A2 SLC4A3 SLC4A4 SLC4A5 SLC4A7 SLC4A8 SLC4A9 UMOD UPK3A GOBP_ONE_CARBON_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ONE_CARBON_METABOLIC_PROCESS AHCY AHCYL1 AHCYL2 ALDH1L1 ALDH1L2 CA1 CA10 CA11 CA12 CA13 CA14 CA2 CA3 CA4 CA5A CA5B CA5BP1 CA6 CA7 CA8 CA9 DHFR DHFR2 DHFRP1 FPGS GNMT MAT1A MAT2A MAT2B MTHFD1 MTHFD1L MTHFD2 MTHFD2L MTHFR MTHFS SFXN1 SFXN3 SHMT1 SHMT2 TYMS GOBP_OOCYTE_CONSTRUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_OOCYTE_CONSTRUCTION FUT6 PLD6 TDRD1 TDRD5 TDRD6 TDRD7 TDRKH WDR77 GOBP_OOCYTE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_OOCYTE_DIFFERENTIATION ANG ATM AURKA BCL2 BNC1 BRCA2 CDC25B CTNNB1 DCAF13 DMC1 DMRT1 EDN1 EDNRA EHMT2 EREG FBXO5 FIGLA FOXL2 FUT6 GDF9 H3-3A H3-3B IGF1 INHBB INSL3 KMT2D LGR5 MEIOC NPM2 NPPC NPR2 OOSP2 PDE3A PDE5A PLD6 PPP2R1A PTK2B REC8 RPS6KA2 RXFP2 SHB SIRT2 SOHLH1 SOHLH2 TDRD1 TDRD5 TDRD6 TDRD7 TDRKH TRIP13 TUBB8 TUT4 TUT7 WASHC5 WDR77 WEE2 WNT4 YBX2 YTHDC2 YTHDF2 ZAR1 ZAR1L ZFX ZGLP1 ZP3 GOBP_OOCYTE_MATURATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_OOCYTE_MATURATION ANG AURKA BNC1 BRCA2 CDC25B DMC1 EDN1 EDNRA EREG FBXO5 H3-3A H3-3B INSL3 NPPC NPR2 OOSP2 PDE3A PPP2R1A PTK2B REC8 RPS6KA2 RXFP2 SHB SIRT2 TRIP13 TUBB8 TUT4 TUT7 WASHC5 WEE2 YTHDF2 ZAR1 ZAR1L GOBP_OOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_OOGENESIS AKT1 AMH ANG ASPM ATM AURKA BCL2 BMPR1B BNC1 BRCA2 C14orf39 CDC25B CTNNB1 DCAF13 DDX20 DIAPH2 DMC1 DMRT1 EDN1 EDNRA EHMT2 ERCC1 EREG FBXO5 FIGLA FMN2 FOXL2 FUT6 GDF9 GPR149 H3-3A H3-3B HEXB HORMAD1 IGF1 IHH IHO1 INHBB INSL3 KASH5 KMT2D LGR5 MAJIN MARF1 MDK MEI4 MEIOC MEIOSIN METTL3 MLH1 NANOS1 NANOS2 NANOS3 NOBOX NPM2 NPPC NPR2 OOSP2 PANX1 PAQR5 PAQR7 PAQR8 PDE3A PDE5A PIWIL2 PLD6 PPP2R1A PTK2B PTN PTX3 RBM46 REC8 RPS6 RPS6KA2 RXFP2 SEBOX SHB SIRT2 SOHLH1 SOHLH2 SPDYA SPO11 SRC STRA8 TAF4B TDRD1 TDRD5 TDRD6 TDRD7 TDRKH TERB2 TNFAIP6 TRIP13 TUBB8 TUT4 TUT7 WASHC5 WDR77 WEE2 WNT4 YBX2 YTHDC1 YTHDC2 YTHDF2 ZAR1 ZAR1L ZFX ZGLP1 ZNF830 ZP3 GOBP_OPSONIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_OPSONIZATION C4B C4BPA C4BPB CFP COLEC10 COLEC11 CRP FCN1 FCN2 FCN3 LBP MBL2 MYO18A PLA2G5 PTX3 SFTPA1 SPON2 GOBP_OPTIC_CUP_MORPHOGENESIS_INVOLVED_IN_CAMERA_TYPE_EYE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_OPTIC_CUP_MORPHOGENESIS_INVOLVED_IN_CAMERA_TYPE_EYE_DEVELOPMENT ALDH1A3 PAX2 PHACTR4 SOX11 TFAP2A WNT16 WNT5A GOBP_OPTIC_NERVE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_OPTIC_NERVE_DEVELOPMENT ATOH7 CHRNB2 EPHB1 EPHB2 EXT1 GLI3 KCNA1 KCNA2 KCNA3 KCNC1 KCNC2 LPAR1 NAV2 NDP NKX2-2 PAX2 RPL24 SCN8A SLC25A46 TCIRG1 TMEM126A GOBP_OPTIC_NERVE_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_OPTIC_NERVE_MORPHOGENESIS CHRNB2 EPHB1 EPHB2 GLI3 KCNA2 PAX2 GOBP_ORGANELLE_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ORGANELLE_ASSEMBLY AAAS ABCA3 ABCB6 ABCC4 ABI3 ABLIM1 ABLIM3 ABRAXAS1 ABRAXAS2 ABT1 ACRBP ACTA1 ACTC1 ACTG1 ACTL7A ACTL8 ACTL9 ACTN2 ACTR2 ACTR3 ADAMTS16 ADPRHL1 AGFG1 AHI1 AKAP13 AKAP4 AKT1 ALMS1 ALPK1 AMBRA1 ANKRD1 ANKRD23 ANLN AP1B1 AP1G1 AP1M1 AP1S1 AP1S2 AP1S3 AP3B1 AP3D1 AP3M1 AP3S1 AP3S2 AP4M1 ARF4 ARFIP2 ARHGAP35 ARHGEF10 ARHGEF5 ARHGEF9 ARL13A ARL13B ARL3 ARL6 ARL8B ARMC12 ARMC2 ARMC9 ASAP1 ASB2 ASPM ATAT1 ATG10 ATG101 ATG12 ATG13 ATG14 ATG16L1 ATG16L2 ATG2A ATG2B ATG3 ATG4A ATG4B ATG4C ATG4D ATG5 ATG7 ATG9A ATG9B ATMIN ATP2A2 ATP6V0D1 ATP6V1D ATXN10 ATXN2 ATXN2L AUP1 AURKA AURKB AURKC AVIL B9D1 B9D2 BAG3 BBIP1 BBOF1 BBS1 BBS10 BBS2 BBS4 BBS5 BBS7 BBS9 BCCIP BECN1 BECN2 BICD1 BIN2 BIRC5 BMP10 BOP1 BRCA1 BRIX1 BSCL2 C10orf90 C17orf97 C1QBP C1QL2 C1QL3 C2CD3 C9orf72 CAPG CAPN3 CAPRIN1 CASQ1 CAV3 CBLN1 CBY1 CC2D2A CC2D2B CCDC103 CCDC113 CCDC13 CCDC136 CCDC28B CCDC38 CCDC39 CCDC40 CCDC42 CCDC57 CCDC61 CCDC63 CCDC65 CCDC66 CCDC69 CCDC78 CCDC88A CCDC96 CCNB2 CCNO CCP110 CCSAP CD34 CDC14A CDC14B CDC14C CDC20 CDC20B CDCA8 CDK10 CDK2 CDK5RAP2 CDKL1 CDKL5 CDS1 CDS2 CELSR2 CENPA CENPC CENPE CENPF CENPH CENPJ CENPK CENPT CENPW CENPX CEP120 CEP126 CEP131 CEP135 CEP152 CEP162 CEP164 CEP19 CEP192 CEP20 CEP250 CEP290 CEP295 CEP295NL CEP350 CEP41 CEP44 CEP63 CEP70 CEP72 CEP76 CEP83 CEP85 CEP89 CEP97 CETN1 CETN2 CFAP100 CFAP157 CFAP161 CFAP20 CFAP206 CFAP221 CFAP298 CFAP410 CFAP43 CFAP44 CFAP46 CFAP47 CFAP54 CFAP58 CFAP65 CFAP69 CFAP70 CFAP73 CFAP74 CFAP91 CFAP97D1 CFL2 CFLAR CHEK2 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CIBAR1 CIBAR2 CILK1 CIRBP CLASP1 CLASP2 CLCN4 CLN3 CLUAP1 CLXN CNOT1 CNOT2 CNOT6 CNOT6L CNOT7 CNTROB CORO1A CPLANE1 CPLANE2 CRIPT CRK CRKL CROCC CSDE1 CSF2 CSNK1D CSRP1 CSRP2 CSRP3 CTSD CYLD DAW1 DAZAP2 DBNL DCAF13 DCDC2 DCTN1 DCX DDB1 DDX28 DDX3X DDX6 DEUP1 DHX29 DHX30 DHX37 DISC1 DLGAP5 DNAAF1 DNAAF10 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAAF8 DNAH1 DNAH17 DNAH2 DNAH5 DNAH7 DNAH8 DNAI1 DNAI2 DNAI3 DNAI4 DNAJB13 DNAL1 DNHD1 DNMBP DOCK5 DRC1 DRC7 DRG1 DUSP23 DYNC1H1 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLL1 DYNLT2B DZIP1 DZIP1L E2F4 EDC3 EDN1 EFL1 EFNB1 EHD1 EHD2 EHD3 EHD4 EHMT2 EIF1AX EIF2A EIF2S1 EIF4ENIF1 EIF5 EIF5B EIF6 ELAPOR1 EMC6 EML3 ENKD1 ENSG00000275464 ENTR1 EPHB2 ERAL1 ERICH3 EVI5 EVI5L EXOC5 EZR FAM149B1 FAM161A FARP2 FASTKD2 FBF1 FBXO5 FBXW8 FEZ1 FEZ2 FHDC1 FHOD3 FITM1 FITM2 FLII FLNA FLNC FMR1 FNBP1L FOXJ1 FSCN1 FSIP2 FUZ FXR1 G3BP1 G3BP2 GABARAP GABARAPL1 GABARAPL2 GABARAPL3 GALNT11 GAP43 GARIN1A GARIN1B GAS8 GBF1 GDI2 GFY GK2 GMNC GOLGA2 GOLGA6A GOLGA6B GOLGA6C GOLGA6D GOLGA8A GOLGA8B GOLGA8CP GOLGA8DP GOLGA8G GOLGA8H GOLGA8IP GOLGA8J GOLGA8K GOLGA8M GOLGA8N GOLGA8O GOLGA8Q GOLGA8R GOLGA8S GOLGA8T GORAB GORASP2 GPSM2 GRB7 GRID2 GSK3B GSN GTF2B HAP1 HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HCK HDAC3 HDAC6 HGS HNRNPU HOATZ HPS1 HPS3 HPS4 HPS5 HPS6 HSPA1A HSPA1B HTT HYDIN HYLS1 IFT122 IFT140 IFT172 IFT20 IFT22 IFT25 IFT27 IFT43 IFT46 IFT52 IFT57 IFT74 IFT80 IFT81 IFT88 IL1RAP IL5 INCENP INO80 INTU IQCB1 IQCG IQUB IRGM IST1 ITGB1 JHY JMJD6 KASH5 KAT2A KAT2B KCNF1 KCNJ10 KCNQ1 KCTD17 KIAA0586 KIAA0753 KIF11 KIF23 KIF24 KIF27 KIF2A KIF3A KIF3B KIF4A KIF4B KIF9 KIFC1 KIFC2 KLC3 KLHL41 KNL1 KNTC1 KPNB1 KRT19 KRT8 LAMA5 LCP1 LDAF1 LDB3 LIMD1 LIMK2 LMOD1 LMOD2 LMOD3 LPAR1 LRBA LRFN4 LRGUK LRRC43 LRRC4B LRRC61 LRRK2 LRRTM2 LRSAM1 LSM14A LSM3 LSM4 LZTS2 MACIR MAK MAP10 MAP1LC3A MAP1LC3B MAP1LC3B2 MAP1LC3C MAP4 MAP9 MAPK15 MAPK9 MAPRE1 MAPRE2 MAPRE3 MAPT MARK4 MCIDAS MDM1 MDN1 MEF2A MEIG1 MFN2 MFSD14A MIR1-1 MIS12 MISP MKKS MKS1 MLH1 MNS1 MOAP1 MOSPD2 MPHOSPH9 MPV17L2 MRM2 MRPL20 MRPS2 MRPS7 MRTO4 MSN MTERF3 MTERF4 MTM1 MTMR3 MTOR MVB12A MYBL2 MYH11 MYH3 MYH6 MYH7 MYL2 MYL9 MYLK3 MYO7A MYOM2 MYOZ1 MYOZ2 MYPN MZT1 NBDY NCOR1 NDC80 NEB NEBL NECTIN2 NEK1 NEK2 NEK6 NEK7 NEURL1 NF2 NGRN NIP7 NISCH NKX2-5 NLE1 NLGN2 NME5 NME8 NOA1 NOCT NOP2 NOP53 NOTCH1 NOTO NPHP3 NPM1 NPTX1 NRAP NRXN1 NRXN2 NSFL1C NTNG2 NUDCD3 NUMA1 NUP62 NUPR1 OBSCN OBSL1 OCRL ODAD1 ODAD2 ODAD3 ODAD4 ODF2 ODF2L OFD1 OGFOD1 ONECUT1 ONECUT2 P2RX7 PACS2 PAFAH1B1 PAN2 PAN3 PARVA PATL1 PATL2 PCM1 PCNT PDCD6IP PDGFRA PDGFRB PFN4 PGM5 PHF23 PIBF1 PIERCE1 PIERCE2 PIK3C3 PIKFYVE PINK1 PIP4K2A PIP4K2B PIP4K2C PISD PKHD1 PLA2G3 PLA2G4C PLA2G5 PLEC PLK1 PLK2 PLK4 PLN PLS1 POC1A POC1B POGZ POLDIP2 PPAN PPP1R35 PRC1 PRICKLE1 PRKAA1 PRKAA2 PRKAR1A PRKD1 PRKDC PROX1 PRRC2C PSEN1 PTEN PTK2B PTPDC1 PTPN23 PTPRD PTPRS PUM2 PWP2 RAB11A RAB11FIP3 RAB14 RAB17 RAB19 RAB1A RAB1B RAB1C RAB20 RAB23 RAB32 RAB33B RAB34 RAB38 RAB39A RAB3GAP1 RAB3GAP2 RAB3IP RAB43 RAB5A RAB7A RAB7B RAB8A RAB8B RABEP2 RABGAP1 RABL2B RACGAP1 RALB RB1CC1 RBM14 RC3H1 RCC1 RDX RFX2 RFX3 RFX4 RHOA RILP RILPL1 RILPL2 RNF186 RNF213 RNF4 RNF5 RO60 RP1 RP1L1 RP2 RPF2 RPGR RPGRIP1 RPGRIP1L RPL10 RPL10L RPL11 RPL23A RPL24 RPL38 RPL5 RPL6 RPLP0 RPLP0P6 RPS14 RPS15 RPS19 RPS23 RPS27 RPS27L RPS28 RPS3 RPS5 RPSA RPSA2 RRP7A RRP7BP RRS1 RSPH1 RSPH4A RSPH6A RSPH9 RTTN RUFY4 SAC3D1 SASS6 SAXO1 SBDS SCFD1 SCLT1 SDC1 SDC4 SDCBP SDCCAG8 SEC22B SENP6 SEPTIN1 SEPTIN2 SEPTIN6 SEPTIN7 SEPTIN9 SGSM3 SH3GLB1 SH3PXD2B SHANK3 SIX4 SLC9A8 SLITRK3 SMAD4 SMC1A SMC3 SMCR8 SMIM22 SMURF1 SNAP29 SNF8 SNX10 SNX18 SNX30 SNX4 SNX7 SOX30 SPACA1 SPACA9 SPAG1 SPAG16 SPAG17 SPAG5 SPAG6 SPATA6 SPEF1 SPEF2 SPG11 SPICE1 SPINK2 SPPL2C SPTBN2 SQLE SRC SRF SRPX SSX2IP STAG1 STAG2 STAM STAM2 STARD9 STBD1 STIL STING1 STK36 STX12 STX17 STX18 STX7 STYXL1 SUGT1 SYNE2 SYNPO SYNPO2L SYT7 TAPT1 TBC1D1 TBC1D10A TBC1D10B TBC1D10C TBC1D12 TBC1D13 TBC1D14 TBC1D15 TBC1D16 TBC1D17 TBC1D19 TBC1D2 TBC1D20 TBC1D21 TBC1D22A TBC1D22B TBC1D24 TBC1D2B TBC1D3 TBC1D30 TBC1D31 TBC1D32 TBC1D5 TBC1D7 TBC1D8 TBC1D9B TBPL1 TCAP TCHP TCIRG1 TCTN1 TCTN2 TCTN3 TEKT1 TEKT2 TEKT3 TEKT4 TEKT5 TESK1 TIA1 TMEM107 TMEM138 TMEM17 TMEM175 TMEM216 TMEM231 TMEM237 TMEM250 TMEM39A TMEM41B TMEM67 TMEM80 TMF1 TMOD1 TMOD2 TMOD3 TMOD4 TNF TNKS TNNT1 TNNT2 TNNT3 TNP1 TOGARAM1 TOM1 TP53INP1 TP53INP2 TPGS1 TPM1 TPR TPX2 TRAF3IP1 TRAF6 TRAF7 TRAPPC12 TRAPPC14 TRIM37 TSG101 TTBK2 TTC12 TTC21B TTC26 TTC30B TTC36 TTC39C TTC8 TTLL1 TTLL3 TTLL8 TTN TUBB TUBB1 TUBB8 TUBGCP2 TUBGCP3 TUBGCP4 TUBGCP5 TUBGCP6 TXNDC15 UBAP1 UBAP2L UBE2B UBQLN1 UBQLN2 UBXN10 UBXN2A UBXN2B ULK1 ULK2 ULK3 UNC119B USP10 USP6NL VANGL2 VCX VDAC3 VIL1 VIPAS39 VMP1 VPS11 VPS13B VPS25 VPS28 VPS33B VPS36 VPS37A VPS37B VPS37C VPS37D VPS4A VPS4B VTA1 WASHC5 WBP2NL WDPCP WDR1 WDR11 WDR19 WDR35 WDR44 WDR45 WDR45B WDR54 WDR62 WDR90 WEE2 WIPI1 WIPI2 WNK1 WNK3 WRAP73 WWTR1 XRCC5 YAP1 YTHDF1 YTHDF2 YTHDF3 ZAR1 ZDHHC12 ZFYVE1 ZMYND10 ZNF207 ZPBP ZPBP2 GOBP_ORGANELLE_DISASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ORGANELLE_DISASSEMBLY ABCE1 ADCY10 AMBRA1 ARFIP2 ASCC2 ASCC3 ATG12 ATG13 ATG14 ATG2A ATG2B ATG3 ATG4B ATG4D ATG5 ATG7 ATG9A ATG9B ATP13A2 ATP5IF1 AURKA BECN1 BNIP3 BNIP3L CAMKK2 CDC37 CDK1 CERS1 CISD2 CSNK2A2 CTSK CTTN DDRGK1 DENR DNM1L DYRK3 EIF2D FBXL4 FBXO7 FBXW7 FIS1 FKBP8 FUNDC1 FUNDC2 FZD5 GABARAP GABARAPL1 GABARAPL2 GABARAPL3 GBA1 GBF1 GFM2 GOLGA2 GSK3A HAX1 HBS1L HDAC6 HIF1A HK2 HTRA2 HTT HUWE1 IRGM KAT5 KIF19 KIF5B KIF9 KLC1 LRBA MAP1LC3A MAP1LC3B MAP1LC3B2 MAP1LC3C MAP4 MARK2 MCTS1 MFN2 MRRF MTIF2 MTIF3 MUL1 NEDD9 NOD2 OGT OPTN PARK7 PARL PELO PHB2 PINK1 PLAAT1 PLAAT3 PLIN2 PLIN3 PLK3 PNPLA2 PRKAA1 PRKAA2 PRKN RB1CC1 RETREG1 RETREG2 RETREG3 RIMOC1 RNF41 RRP7A SLC25A4 SLC25A46 SLC25A5 SNX30 SNX7 SPAST SPATA18 SPATA33 SQSTM1 SREBF1 SREBF2 STING1 STX5 TAFAZZIN TEX264 TIGAR TOMM7 TP53 TRIP4 TSC2 TSPO UBA5 UFC1 UFL1 UFM1 ULK1 ULK2 ULK3 USP30 USP36 VCP VDAC1 VPS13C VPS13D VRK1 WDR45 WDR45B WIPI1 WIPI2 ZFAND1 GOBP_ORGANELLE_FISSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ORGANELLE_FISSION AAAS ABRAXAS1 ABRAXAS2 ACOT8 ACTR2 ACTR3 AGO4 AKAP8 AKAP8L ANAPC11 ANAPC15 ANAPC5 ANAPC7 ANKLE1 ANKLE2 ANKRD31 ANKRD53 ANLN AP3B1 APC ARHGEF10 ASPM ASZ1 ATM AURKA AURKAIP1 AURKB AURKC BAG6 BANF1 BAZ1B BCCIP BCL2L11 BECN1 BIRC5 BMP4 BMP7 BNIP3 BOD1 BORA BRCA2 BRDT BRIP1 BRME1 BROX BTBD18 BTC BUB1 BUB1B BUB3 C11orf65 C11orf80 C14orf39 C1orf146 C9orf78 CALR CATSPERZ CAV2 CCDC61 CCDC8 CCNA1 CCNB1 CCNB1IP1 CCNB2 CCNE1 CCNE2 CCSAP CD28 CDC14A CDC14B CDC14C CDC16 CDC20 CDC23 CDC25B CDC25C CDC42 CDCA2 CDCA5 CDCA8 CDK1 CDK5RAP2 CDKN1B CDKN1C CDT1 CENPC CENPE CENPF CENPI CENPK CENPS CENPX CEP192 CEP55 CEP85 CEP97 CHAMP1 CHEK1 CHEK2 CHFR CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CKS2 CLASP1 CLASP2 CNTD1 CORO1C COX10 CRYZL2P-SEC16B CTDP1 CUL3 CUL7 CUL9 CYP26B1 CYRIB DAPK3 DCAF13 DCN DCTN2 DDB1 DDHD1 DDHD2 DDX4 DIS3L2 DLGAP5 DMC1 DMRT1 DMRTC2 DNM1L DNMT3L DRD3 DRG1 DSN1 DUSP1 DYNC1LI1 EDN1 EDN3 EGF EHMT2 EME1 EME2 EML3 EML4 EPGN EPS8 ERCC4 EREG ESPL1 FANCA FANCD2 FANCM FBXO43 FBXO5 FBXW5 FGF8 FIGNL1 FIS1 FLNA FMN2 FOXJ2 FOXJ3 FZR1 GDAP1 GEN1 GOLGA2 GPR3 HASPIN HFM1 HNRNPU HORMAD1 HOXA13 HSF2BP HSPA1A HSPA1B HSPA2 IGF1 IGF2 IHO1 IK IL1A IL1B INCENP INF2 ING2 INO80 INS INSR KASH5 KAT2B KAT5 KATNB1 KCTD19 KDR KIF11 KIF14 KIF18A KIF18B KIF20B KIF22 KIF23 KIF25 KIF2A KIF2C KIF3B KIF4A KIF4B KIFC1 KIFC2 KLHDC3 KLHDC8B KLHL22 KMT5A KNL1 KNSTRN KNTC1 KPNB1 L3MBTL1 LCMT1 LIF LRP5 LRRK2 LSM14A M1AP MAD1L1 MAD2L1 MAD2L1BP MAD2L2 MAEL MAJIN MAP10 MAP9 MAPK15 MAPRE1 MAPT MARCHF5 MARF1 MASTL MCU MEI1 MEI4 MEIKIN MEIOB MEIOC MEIOSIN MFF MIEF1 MIEF2 MIS12 MISP MKI67 MLH1 MLH3 MND1 MOS MOV10L1 MRE11 MSH4 MSH5 MSX1 MSX2 MTBP MTFP1 MTFR1 MTFR1L MTFR2 MUL1 MUS81 MYBL1 MYBL2 MYO19 MZT1 NANOS2 NCAPD2 NCAPD3 NCAPG NCAPG2 NCAPH NCAPH2 NDC1 NDC80 NDE1 NDEL1 NEK2 NEUROG1 NFIA NFIB NIPBL NME6 NPM2 NPR2 NSFL1C NSL1 NSMCE2 NUDC NUF2 NUMA1 NUP62 NUSAP1 OBSL1 OFD1 OOEP OPA1 ORC4 P3H4 PCID2 PDCD6IP PDE3A PDGFB PDGFRB PDXP PEX11A PEX11B PEX11G PEX19 PGAM5 PHB2 PHF13 PHIP PIBF1 PIN1 PINK1 PINX1 PIWIL2 PKMYT1 PLCB1 PLK1 POLDIP2 PPARG PPP1R9B PPP2R1A PPP2R2D PRAP1 PRC1 PRDM7 PRDM9 PRICKLE1 PRKN PRMT5 PSMA8 PSMC3IP PSMD13 PSMG2 PSRC1 PTEN PTTG1 PTTG2 PTTG3P RAB11A RACGAP1 RAD1 RAD21 RAD50 RAD51 RAD51AP1 RAD51B RAD51C RAD51D RAD54B RAD54L RALA RALBP1 RAN RANBP1 RB1 RBM46 RCC1 REC8 REEP3 REEP4 RGCC RHOA RMDN1 RMI1 RNF212 RNF212B RPL10L RPL24 RPS6KA2 RRS1 SEC16B SEH1L SEPTIN1 SGO1 SH2B1 SHCBP1L SHOC1 SIRT2 SIRT7 SLC25A31 SLC25A46 SLX4 SMARCA5 SMC1A SMC2 SMC3 SMC4 SMPD3 SPAG5 SPAST SPATA22 SPC24 SPC25 SPDL1 SPDYA SPHK1 SPICE1 SPIRE1 SPIRE2 SPO11 STAG1 STAG2 STAG3 STAT2 STRA8 SUN1 SYCE1 SYCE1L SYCE2 SYCE3 SYCP1 SYCP2 SYCP2L SYCP3 TAF1L TDRD12 TDRD9 TDRKH TENT4A TERB1 TERB2 TERF1 TESMIN TEX11 TEX12 TEX14 TEX15 TEX19 TGFA TMCC1 TMEM135 TNF TOM1L1 TOM1L2 TOP2A TOP2B TPR TPX2 TRIM75 TRIP13 TTK TTN TUBB8 TUBG1 TUBG2 UBB UBE2B UBE2C UBE2I UBE2S UBR2 UBXN2B UCP2 USP16 USP44 VPS35 VPS4A VPS4B WAPL WASHC5 WEE2 WNT4 WNT5A WRAP73 XRCC3 ZCWPW1 ZNF207 ZNF541 ZSCAN21 ZW10 ZWILCH ZWINT GOBP_ORGANELLE_FUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ORGANELLE_FUSION ADCK1 AFG3L2 AKT2 ANKFY1 ANKRD27 ANXA1 ANXA2 ARL8B ATP13A2 BAK1 BAX BCL2A1 BET1 BNIP1 BNIP3 C2CD5 CAV2 CDK1 CHCHD3 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP5 CHMP6 CHMP7 CIDEA CIDEB CIDEC CLN3 CLTRN CORO1A CPLANE2 CPLX1 CPLX2 CPLX3 CYP26C1 DOC2A DOC2B EEA1 ERC2 FIS1 GDAP1 GOSR1 GOSR2 GRIK5 HUWE1 IRAG2 MCL1 MFF MFN1 MFN2 MIEF1 MIEF2 MIGA1 MIGA2 MTCH2 MUL1 NKD2 OMA1 OPA1 PARL PCDHGA3 PID1 PIKFYVE PIP4K2A PIP4K2B PLA2G5 PLD6 PLEKHM1 PRKN PRRT2 RAB12 RAB13 RAB20 RAB34 RAB39A RAB3A RAB7A RAB7B RAB8A RAB8B RCC1L RUBCNL SAMD9 SEC22B SEPTIN8 SLAMF1 SNAP23 SNAP25 SNAP29 SNAP47 SNAPIN SNCA SOX30 SPG11 SPHK1 STOML2 STX10 STX11 STX12 STX16 STX17 STX19 STX1A STX1B STX2 STX3 STX4 STX5 STX6 STX7 STX8 STXBP1 STXBP6 SYT1 SYT11 SYT4 SYT7 SYT9 TBC1D4 TFRC TGFBRAP1 THG1L TMEM175 TOM1 TRARG1 TSNARE1 USO1 USP30 UVRAG VAMP1 VAMP2 VAMP3 VAMP4 VAMP7 VAMP8 VAT1 VAV3 VCPIP1 VIPAS39 VPS11 VPS16 VPS18 VPS33A VPS33B VPS39 VPS41 VPS4A VPS8 VTI1A VTI1B YIPF4 YIPF5 YIPF7 ZDHHC6 GOBP_ORGANELLE_INHERITANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ORGANELLE_INHERITANCE CDK1 GBF1 GOLGA2 MAP2K1 MAP2K2 MAPK1 MAPK3 PDCD10 PLK1 PLK3 STK25 STX5 VCPIP1 VRK1 YWHAZ GOBP_ORGANELLE_LOCALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ORGANELLE_LOCALIZATION ABCE1 ABRAXAS1 ABRAXAS2 ACTN4 ACTR10 ACTR2 ACTR3 ADGRE2 ADORA2B AGBL4 AGTPBP1 AHCYL1 AKAP9 ALB ANKFN1 ANKRD53 AP1AR AP1G1 AP1M2 AP3B1 AP3B2 AP3D1 AP3M1 AP3M2 AP3S1 AP3S2 APC ARCN1 ARFGAP2 ARFGAP3 ARHGAP21 ARL6 ARL8B ARMC1 ARMCX3 ASIP ASPM ATCAY ATG14 ATM ATP13A2 ATP2A1 ATP2A2 ATP9A AURKB AURKC BBS2 BBS5 BBS7 BECN1 BHLHA15 BICD1 BICD2 BICDL1 BICDL2 BIN1 BIRC5 BLOC1S1 BLOC1S2 BLOC1S3 BLOC1S4 BLOC1S5 BLOC1S6 BOD1 BORCS5 BORCS6 BORCS7 BORCS8 BRAT1 BRSK1 BRSK2 BSN BTK BUB3 BVES C12orf4 C17orf75 CALM1 CAV2 CAV3 CBL CCDC186 CCNB1 CD300A CD84 CDC23 CDC42 CDCA5 CDCA8 CDH2 CDH3 CDK5 CDK5RAP2 CDK9 CDR2L CDT1 CENPA CENPC CENPE CENPF CENPQ CEP120 CEP19 CEP290 CEP55 CEP83 CFL1 CFTR CHAMP1 CHGA CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CLASP1 CLASP2 CLMN CLN3 CLNK CLUH COPG1 COPG2 COPS5 CPLX2 CROCC CRYZL2P-SEC16B CSNK1D CTBP1 CTBP2 CTNNB1 CUL3 DAB1 DCTN1 DCTN2 DEF8 DLG1 DLGAP5 DNM1 DNM1L DNM2 DOCK7 DSN1 DTNBP1 DYNC1H1 DYNC1I1 DYNLT1 ECT2 EIF6 EML3 EML4 ENKD1 ESPL1 ESYT1 ESYT2 ESYT3 EXOC1 EXOC2 EXOC3 EXOC4 EXOC5 EXOC6 EXOC6B EXOC7 EXOC8 EZR F8A1 F8A2 F8A3 FAM83D FAM91A1 FAM98A FBXW11 FCER1A FER FES FEZ1 FGF10 FGR FHOD1 FLCN FMN2 FNBP1L FOXF1 FYCO1 GAB2 GATA1 GATA2 GBF1 GEM GJA1 GPR143 GPR15LG GPSM1 GPSM2 GRAMD2A GRP HAP1 HDAC3 HDAC6 HGS HIF1A HNRNPU HOOK3 HPS6 HSBP1 HTT IFFO1 IFNG IKBKG IL13 IL13RA2 IL4 IL4R INCENP INSC IRAG2 ITGA4 ITGB1 KASH5 KAT2A KAT2B KAT5 KATNB1 KCNB1 KHDC3L KIF13A KIF14 KIF18A KIF1A KIF1C KIF22 KIF25 KIF28P KIF2B KIF2C KIF3A KIF3B KIF5A KIF5B KIF5C KIFAP3 KIFC1 KIT KLC2 KLHL12 KNL1 KNSTRN KNTC1 KPNB1 KXD1 LAMP1 LAMTOR1 LAT LAT2 LGALS9 LIMK2 LIN7A LLGL1 LLGL2 LMNA LMNB1 LMNB2 LRPPRC LRRK2 LSG1 LTV1 LYN MAD1L1 MAD2L1 MAJIN MAP1B MAP1S MAP2 MAP4 MAP4K2 MAP6 MAPK15 MAPRE1 MAPT MARK1 MARK2 MCPH1 MDN1 MECP2 MEF2A MEIOC MFN1 MFN2 MGARP MILR1 MIS12 MISP MKKS MLH1 MLPH MOS MREG MRGPRX2 MSTO1 MTM1 MTOR MUL1 MYH9 MYO15A MYO19 MYO1A MYO1B MYO1C MYO1D MYO1E MYO1F MYO1G MYO1H MYO5A MYO5B MYO5C MYO6 MYO7A MYO7B MYZAP NAGLU NDC80 NDE1 NDEL1 NDRG4 NECTIN2 NEFH NEFL NEK2 NHERF1 NLGN1 NLGN2 NLRP5 NMD3 NOP9 NPM1 NR3C1 NR4A3 NSFL1C NSL1 NTN1 NUDC NUF2 NUMA1 NUP62 NUP88 NUP98 NUSAP1 OOEP OPA1 PACS2 PAFAH1B1 PARD3 PARD3B PAX6 PCDH17 PCLO PCM1 PDCD10 PDCD6 PDCD6IP PDPK1 PDZD8 PEF1 PEX1 PEX13 PEX14 PIBF1 PICALM PIK3CD PIK3CG PINK1 PINX1 PIP4P1 PKHD1 PLA2G3 PLEK PLEKHM1 PLEKHM2 PLIN5 PLK1 PMF1 POLR2M PPFIA2 PPFIA3 PPP6C PREB PRKCZ PRKN PSEN1 PSEN2 PSRC1 PTEN PTGDR PTGDS RAB11A RAB11B RAB12 RAB13 RAB17 RAB1A RAB27A RAB34 RAB3A RAB3B RAB3C RAB3D RAB3IP RAB44 RAB6A RAB7A RAB8A RAB8B RABEPK RABGEF1 RAC2 RACGAP1 RALB RAN RASGRP1 RB1 RCC2 RHOT1 RHOT2 RIOK2 RIPOR1 RMDN1 RNF13 RNF167 RPS15 RRS1 S100A13 SAPCD2 SAR1A SAR1B SCN11A SCRIB SDAD1 SDC1 SDC4 SDCBP SEC16A SEC16B SEH1L SEPTIN1 SEPTIN5 SGO1 SHROOM2 SIRT1 SIRT2 SLC18A2 SLC2A4 SLC4A5 SLIT1 SMPD3 SNAP23 SNAP25 SNAP29 SNAP91 SNAPIN SNCA SNF8 SNPH SNX4 SNX6 SPAG5 SPAG9 SPAST SPATA17 SPC24 SPC25 SPDL1 SPDYA SPG11 SPHK2 SPICE1 SPIRE1 SPIRE2 SPO11 SPOUT1 SPRY1 SPRY2 STAM STARD3 STARD3NL STK11 STK25 STX10 STX11 STX12 STX16 STX17 STX19 STX1A STX1B STX2 STX3 STX4 STX5 STX6 STX7 STX8 STXBP1 STXBP2 STXBP3 SUN1 SUN2 SYBU SYK SYN1 SYN2 SYN3 SYNDIG1 SYNE2 SYNE3 SYNJ1 SYT1 SYT11 SYT4 SYTL2 SYTL4 TANC2 TBC1D23 TBCCD1 TCIRG1 TERB1 TERB2 TERF1 TESK1 TEX14 TFEB TFG TLE6 TLK2 TMED10 TMED2 TMED9 TMEM106B TMEM201 TMEM230 TOR1A TPGS1 TPRG1L TRAK1 TRAK2 TRAPPC1 TRAPPC10 TRAPPC11 TRAPPC12 TRAPPC13 TRAPPC2 TRAPPC2B TRAPPC2L TRAPPC3 TRAPPC4 TRAPPC5 TRAPPC6A TRAPPC6B TRAPPC8 TRAPPC9 TRIM46 TRIM58 TRIP11 TSG101 TSNARE1 TTL TUBA1A UBB UBE2B UBXN2B UCHL1 UNC13A UNC13B UNC13C UNC13D USO1 UVRAG UXT VAMP2 VAMP3 VAMP7 VAMP8 VAPA VAPB VMP1 VPS11 VPS18 VPS33A VPS33B VPS4A VPS4B VTI1B WASL WDR11 WIPI1 XPO1 YKT6 YWHAZ ZBED3 ZNF207 ZW10 ZWILCH GOBP_ORGANELLE_MEMBRANE_FUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ORGANELLE_MEMBRANE_FUSION AKT2 ANKFY1 ANKRD27 ANXA1 ANXA2 ARL8B ATP13A2 BET1 BNIP1 C2CD5 CAV2 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP5 CHMP6 CHMP7 CLN3 CLTRN CORO1A CPLANE2 CPLX1 CPLX2 CPLX3 DOC2A DOC2B EEA1 ERC2 GOSR1 GOSR2 GRIK5 IRAG2 NKD2 PIKFYVE PIP4K2A PIP4K2B PLA2G5 PLEKHM1 PRRT2 RAB12 RAB13 RAB20 RAB34 RAB39A RAB3A RAB7A RAB7B RAB8A RAB8B RUBCNL SAMD9 SEC22B SEPTIN8 SLAMF1 SNAP23 SNAP25 SNAP29 SNAP47 SNAPIN SNCA SOX30 SPG11 SPHK1 STX10 STX11 STX12 STX16 STX17 STX19 STX1A STX1B STX2 STX3 STX4 STX5 STX6 STX7 STX8 STXBP1 STXBP6 SYT1 SYT11 SYT4 SYT7 SYT9 TBC1D4 TGFBRAP1 TMEM175 TOM1 TRARG1 TSNARE1 USO1 UVRAG VAMP1 VAMP2 VAMP3 VAMP4 VAMP7 VAMP8 VAV3 VCPIP1 VIPAS39 VPS11 VPS16 VPS18 VPS33A VPS33B VPS39 VPS41 VPS4A VPS8 VTI1A VTI1B YIPF4 YIPF5 YIPF7 GOBP_ORGANELLE_TRANSPORT_ALONG_MICROTUBULE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ORGANELLE_TRANSPORT_ALONG_MICROTUBULE ACTR10 AGBL4 AGTPBP1 AP3B1 AP3B2 AP3D1 AP3M1 AP3M2 AP3S1 AP3S2 ARHGAP21 ARMCX3 BICD1 BICD2 BICDL1 BICDL2 BLOC1S1 BLOC1S2 BLOC1S3 BLOC1S4 BLOC1S5 BLOC1S6 BORCS5 BORCS6 BORCS7 BORCS8 CDC42 CDR2L CLN3 COPG1 COPG2 DTNBP1 DYNC1I1 FBXW11 FEZ1 FYCO1 HAP1 HDAC6 HIF1A HSBP1 HTT KIF13A KIF1A KIF1C KIF28P KIF3A KIF3B KIF5A KIF5B KIFAP3 KXD1 LAMP1 LRPPRC MAP1B MAP1S MAP2 MAPT MECP2 MGARP MREG NDE1 NDEL1 NEFH NEFL OPA1 PAFAH1B1 PEX14 PRKCZ RAB1A RAB6A RASGRP1 RHOT1 RHOT2 SNAPIN SPAST STK11 SUN1 SUN2 SYBU SYNE2 TMEM201 TRAK1 TRAK2 TRIM46 TRIM58 TUBA1A UBB UCHL1 UXT GOBP_ORGANIC_ACID_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ORGANIC_ACID_BIOSYNTHETIC_PROCESS AASDHPPT AASS ABAT ABCB11 ABCD1 ABCD2 ABCD3 ABHD1 ABHD2 ABHD3 ACACA ACACB ACADL ACADVL ACLY ACMSD ACOT4 ACOT7 ACOT8 ACOX2 ACSBG1 ACSBG2 ACSF3 ACSM1 ACSM2A ACSM2B ACSM3 ACSM4 ACSM5 ACSM6 ACSS1 ACSS2 ADI1 AGXT AGXT2 AKR1A1 AKR1B1 AKR1C3 AKR1C4 AKR1D1 ALDH18A1 ALDH1A1 ALDH1A2 ALDH1A3 ALDH8A1 ALOX12 ALOX12B ALOX15 ALOX15B ALOX5 ALOX5AP ALOXE3 AMACR ANXA1 APIP APOA4 APOA5 APOC1 APOC2 APOC3 ASAH2 ASL ASNS ASNSD1 ASS1 ATP2B4 AVP AVPR1A BAAT BCAT1 BCAT2 BHMT BHMT2 BRCA1 CAD CARNS1 CASP1 CBR1 CBR4 CBS CD74 CDO1 CEACAM1 CES1 CHST12 CHST14 CLN3 CPS1 CSAD CTH CYP1A1 CYP1A2 CYP27A1 CYP2C8 CYP2C9 CYP2D6 CYP2E1 CYP39A1 CYP3A4 CYP46A1 CYP4A11 CYP4A22 CYP4F11 CYP7A1 CYP7B1 CYP8B1 DAGLB DCAF5 DECR2 DEGS1 DHFR DHFR2 DHFRP1 DHRS9 DPYD DSE DSEL EDN1 EDN2 EIF6 ELOVL1 ELOVL2 ELOVL3 ELOVL4 ELOVL5 ELOVL6 ELOVL7 ENOPH1 ENSG00000205794 ENSG00000274276 ERLIN1 ERLIN2 FA2H FABP5 FADS1 FADS2 FADS2B FADS3 FADS6 FASN FGF19 FGFR4 FMO1 FMO3 GAD1 GAD2 GAMT GATD1 GATM GGT1 GGT2P GGT3P GGT5 GGT6 GGT7 GGTA1 GGTLC1 GGTLC2 GGTLC3 GIP GLS GLS2 GLUD1 GLUD2 GLUL GOT1 GOT1L1 GOT2 GPX4 GSTM1 GSTM2 GSTM4 GSTP1 HAAO HACD1 HACD2 HACD3 HACD4 HAO1 HOGA1 HPGDS HSD17B10 HSD17B12 HSD17B8 HSD3B7 HTD2 IDO1 IL1B ILVBL INSIG1 INSIG2 KAT2B KLHL25 KMO KYNU LDHC LGSN LIAS LIPC LIPG LPGAT1 LPL LTA4H LTC4S MALRD1 MCAT MECR MGLL MGST2 MGST3 MID1IP1 MIF MIR132 MIR182 MIR185 MIR204 MIR30C1 MIR33A MIR342 MIR548P MIR766 MIR96 MLXIPL MLYCD MRI1 MTAP MTHFD1 MTHFD1L MTHFD2L MTHFR MTR MTRR NAGS NAIP NANP NDUFAB1 NLRC4 NOXRED1 NR1D1 NR1H2 NR1H3 NR1H4 OAT OLAH OSBP OSBPL1A OSBPL2 OSBPL3 OSBPL6 OSBPL7 OSBPL9 OTC OXSM PAH PARK7 PCBD1 PCBD2 PDK4 PECR PER2 PHGDH PIBF1 PKLR PLA2G10 PLA2G1B PLA2G2C PLA2G3 PLA2G4A PLA2G4F PLA2G5 PLOD2 PLOD3 PLP1 PNPLA8 PRG3 PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 PRMT3 PROX1 PRXL2B PSAT1 PSPH PTGDS PTGES PTGES2 PTGES3 PTGIS PTGS1 PTGS2 PYCARD PYCR1 PYCR2 PYCR3 QKI RBP1 RDH10 RGN SCAP SCD SCD5 SCP2 SDS SDSL SEPHS1 SEPHS2 SERINC3 SERINC5 SHMT1 SHMT2 SIRT1 SIRT2 SLC1A3 SLC27A2 SLC27A5 SLC38A1 SLC45A3 SRR STAR STARD4 SUCLA2 SYK TBXAS1 TECR TECRL THNSL2 TRIB3 UBR4 UGDH UPB1 UROS UST WDTC1 XBP1 GOBP_ORGANIC_ACID_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ORGANIC_ACID_CATABOLIC_PROCESS AADAT AASDHPPT AASS ABAT ABCB11 ABCD1 ABCD2 ABCD3 ABCD4 ABHD1 ABHD2 ABHD3 ACAA1 ACAA2 ACACB ACAD10 ACAD11 ACAD8 ACADL ACADM ACADS ACADSB ACADVL ACAT1 ACAT2 ACMSD ACOT4 ACOT8 ACOX1 ACOX2 ACOX3 ACOXL ACSF3 ADHFE1 ADIPOQ ADTRP AFMID AGXT AGXT2 AIG1 AKR1A1 AKR1D1 AKT1 AKT2 ALDH1L1 ALDH1L2 ALDH4A1 ALDH5A1 ALDH6A1 ALDH8A1 AMACR AMDHD1 AMDHD2 AMT ARG1 ARG2 ARHGAP11B ASPA ASRGL1 ATP2B4 AUH BCAT2 BCKDHA BCKDHB BCKDK BDH2 BLMH CARNMT1 CARNS1 CBS CDO1 CNR1 CPT1A CPT1B CPT1C CPT2 CRAT CROT CRYL1 CRYM CSAD CYP26A1 CYP26B1 CYP26C1 CYP2W1 CYP4A11 CYP4F12 CYP4F2 CYP4F3 DAO DBT DCXR DDAH1 DDAH2 DDO DECR1 DECR2 DLD DLST DPEP1 DPEP2 ECH1 ECHDC1 ECHDC2 ECHS1 ECI1 ECI2 EHHADH ENOSF1 ENSG00000274276 ETFA ETFB ETFBKMT ETFDH FAAH FABP1 FAH FMO1 FTCD GAD1 GAD2 GCAT GCDH GCSH GLDC GLS GLS2 GLUD1 GLUD2 GLUL GLYATL2 GNPDA1 GNPDA2 GOT1 GOT2 GPT GPT2 GSTZ1 HAAO HACL1 HADH HADHA HADHB HAL HAO1 HAO2 HDC HEXA HEXB HGD HIBADH HIBCH HMGCL HMGCLL1 HNMT HOGA1 HPD HSD17B10 HSD17B4 HYKK IDNK IDO1 IDO2 IDS IDUA IL4I1 ILVBL IRS1 IRS2 IVD KMO KYAT1 KYAT3 KYNU LDHC LDHD LEP LONP2 LPIN1 LPIN2 LPIN3 MAT1A MCAT MCCC1 MCCC2 MCEE MFSD2A MIR21 MLYCD MPST MTHFS MTLN MTRR NAGK NOS1 NOS2 NOS3 NPL NUDT19 NUDT7 NUDT8 OAT OTC PAH PCCA PCCB PCK1 PCK2 PEX13 PEX2 PEX5 PEX7 PGD PHYH PIPOX PLA2G15 PLIN5 PM20D2 PON1 PON3 PPARA PPARD PRODH PRODH2 QDPR QPRT RENBP RIDA SARDH SCLY SCP2 SDS SDSL SESN2 SHMT1 SHMT2 SLC16A1 SLC16A3 SLC25A17 SLC25A21 SLC25A44 SLC27A2 SLC27A4 SORD SULT2A1 TAT TDO2 THNSL2 TST TWIST1 TYSND1 UROC1 XYLB GOBP_ORGANIC_ACID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ORGANIC_ACID_METABOLIC_PROCESS AACS AADAT AARS1 AARS2 AARSD1 AASDH AASDHPPT AASS ABAT ABCB11 ABCC1 ABCC10 ABCD1 ABCD2 ABCD3 ABCD4 ABHD1 ABHD10 ABHD12 ABHD14B ABHD2 ABHD3 ABHD5 ABHD6 ACAA1 ACAA2 ACACA ACACB ACAD10 ACAD11 ACAD8 ACAD9 ACADL ACADM ACADS ACADSB ACADVL ACAT1 ACAT2 ACBD4 ACBD5 ACBD7 ACCS ACCSL ACLY ACMSD ACO1 ACO2 ACOT1 ACOT11 ACOT12 ACOT2 ACOT4 ACOT6 ACOT7 ACOT8 ACOX1 ACOX2 ACOX3 ACOXL ACSBG1 ACSBG2 ACSF2 ACSF3 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 ACSM1 ACSM2A ACSM2B ACSM3 ACSM4 ACSM5 ACSM6 ACSS1 ACSS2 ACTN3 ACY1 ADH1A ADH1B ADH1C ADH4 ADH5 ADH6 ADH7 ADHFE1 ADI1 ADIPOQ ADIPOR1 ADIPOR2 ADPGK ADSS1 ADSS2 ADTRP AFMID AGMAT AGXT AGXT2 AIG1 AKR1A1 AKR1B1 AKR1C1 AKR1C2 AKR1C3 AKR1C4 AKR1D1 AKT1 AKT2 ALDH18A1 ALDH1A1 ALDH1A2 ALDH1A3 ALDH1L1 ALDH1L2 ALDH3A2 ALDH4A1 ALDH5A1 ALDH6A1 ALDH8A1 ALDOA ALDOB ALDOC ALKBH7 ALOX12 ALOX12B ALOX15 ALOX15B ALOX5 ALOX5AP ALOXE3 AMACR AMDHD1 AMDHD2 AMT ANGPTL3 ANKH ANKRD23 ANXA1 AOAH APIP APOA4 APOA5 APOC1 APOC2 APOC3 APP APPL2 ARG1 ARG2 ARHGAP11B ARL2 ARNT ART4 ARV1 AS3MT ASAH1 ASAH2 ASL ASNS ASNSD1 ASPA ASPG ASRGL1 ASS1 ATCAY ATF4 ATIC ATP2B4 ATP6V1B1 ATP7A ATP8B1 AUH AVP AVPR1A AWAT1 AZIN1 AZIN2 BAAT BCAT1 BCAT2 BCKDHA BCKDHB BCKDK BCO2 BDH2 BHMT BHMT2 BLMH BPGM BPHL BPNT1 BRCA1 BTD C3 CAD CARNMT1 CARNS1 CARS1 CARS2 CASP1 CAV1 CBFA2T3 CBR1 CBR4 CBS CD36 CD74 CDO1 CEACAM1 CES1 CES2 CHST12 CHST14 CLN3 CMAS CNR1 CPA1 CPS1 CPT1A CPT1B CPT1C CPT2 CRABP2 CRAT CROT CRYL1 CRYM CS CSAD CSGALNACT1 CTH CTNS CTPS1 CTPS2 CYGB CYP1A1 CYP1A2 CYP1B1 CYP26A1 CYP26B1 CYP26C1 CYP27A1 CYP27C1 CYP2A13 CYP2A6 CYP2A7 CYP2B6 CYP2C18 CYP2C19 CYP2C8 CYP2C9 CYP2D6 CYP2D7 CYP2E1 CYP2F1 CYP2J2 CYP2R1 CYP2S1 CYP2U1 CYP2W1 CYP39A1 CYP3A4 CYP3A5 CYP3A7 CYP46A1 CYP4A11 CYP4A22 CYP4B1 CYP4F11 CYP4F12 CYP4F2 CYP4F22 CYP4F3 CYP4F8 CYP4V2 CYP4Z1 CYP7A1 CYP7B1 CYP8B1 D2HGDH DAGLA DAGLB DALRD3 DAO DARS1 DARS2 DBI DBT DCAF5 DCT DCXR DDAH1 DDAH2 DDC DDIT4 DDO DECR1 DECR2 DEGS1 DGLUCY DHFR DHFR2 DHFRP1 DHRS9 DHTKD1 DIO1 DLAT DLD DLST DPEP1 DPEP2 DPYD DSE DSEL EARS2 ECH1 ECHDC1 ECHDC2 ECHDC3 ECHS1 ECI1 ECI2 EDN1 EDN2 EHHADH EIF6 ELOVL1 ELOVL2 ELOVL3 ELOVL4 ELOVL5 ELOVL6 ELOVL7 ENO1 ENO2 ENO3 ENO4 ENOPH1 ENOSF1 ENPP1 ENSG00000205794 ENSG00000274276 EP300 EPHX1 EPRS1 ERFE ERLIN1 ERLIN2 ETFA ETFB ETFBKMT ETFDH FA2H FAAH FAAH2 FABP1 FABP2 FABP3 FABP5 FADS1 FADS2 FADS2B FADS3 FADS6 FAH FAHD1 FARS2 FARSA FARSB FASN FBP1 FGF19 FGFR4 FH FLCN FMO1 FMO2 FMO3 FMO4 FN3K FOLR1 FOXK1 FOXK2 FPGS FTCD GAD1 GAD2 GADL1 GALK1 GAMT GAPDH GAPDHS GARS1 GART GATB GATC GATD1 GATM GBA2 GCAT GCDH GCK GCLC GCLM GCSH GFPT1 GFPT2 GGT1 GGT2P GGT3P GGT5 GGT6 GGT7 GGTA1 GGTLC1 GGTLC2 GGTLC3 GHR GHSR GIP GIT1 GLDC GLS GLS2 GLUD1 GLUD2 GLUL GLYAT GLYATL1 GLYATL1B GLYATL2 GMPS GNE GNMT GNPAT GNPDA1 GNPDA2 GOT1 GOT1L1 GOT2 GPAM GPAT2 GPAT4 GPD1 GPI GPT GPT2 GPX1 GPX4 GRHPR GSS GSTA1 GSTM1 GSTM2 GSTM4 GSTO1 GSTO2 GSTP1 GSTZ1 HAAO HACD1 HACD2 HACD3 HACD4 HACL1 HADH HADHA HADHB HAGH HAL HAO1 HAO2 HARS1 HARS2 HDAC4 HDC HEXA HEXB HGD HIBADH HIBCH HIF1A HK1 HK2 HK3 HKDC1 HLCS HMGCL HMGCLL1 HNF4A HNMT HOGA1 HPD HPDL HPGD HPGDS HSD17B10 HSD17B12 HSD17B4 HSD17B8 HSD3B7 HTD2 HTR2A HYI HYKK IARS1 IARS2 ICMT IDH1 IDH2 IDH3A IDH3B IDH3G IDNK IDO1 IDO2 IDS IDUA IER3 IFNG IGF1 IL1B IL4I1 ILVBL INS INSIG1 INSIG2 INSR IREB2 IRS1 IRS2 IVD IYD JMJD8 KARS1 KAT2B KIT KLHL25 KMO KYAT1 KYAT3 KYNU L2HGDH LARS1 LARS2 LDHA LDHAL6A LDHAL6B LDHB LDHC LDHD LEP LGSN LIAS LIPA LIPC LIPF LIPG LIPT1 LIPT2 LONP2 LPGAT1 LPIN1 LPIN2 LPIN3 LPL LPO LRRC47 LTA4H LTC4S LYPLA1 LYPLA2 MALRD1 MAPK14 MAPKAPK2 MARS1 MARS2 MAT1A MBLAC2 MCAT MCCC1 MCCC2 MCEE MDH1 MDH1B MDH2 ME1 ME2 ME3 MECP2 MECR MFSD2A MGAT4A MGLL MGST2 MGST3 MID1IP1 MIF MINPP1 MIR132 MIR182 MIR185 MIR204 MIR21 MIR210 MIR30C1 MIR33A MIR342 MIR548P MIR766 MIR96 MLST8 MLXIPL MLYCD MMUT MORC2 MPC2 MPO MPST MRI1 MRPS36 MRS2 MSMO1 MSRA MTAP MTARC1 MTARC2 MTHFD1 MTHFD1L MTHFD2 MTHFD2L MTHFR MTHFS MTLN MTOR MTR MTRR N6AMT1 NAAA NAGK NAGS NAIP NANP NARS1 NARS2 NAT8L NCOR1 NDP NDUFAB1 NIT2 NLRC4 NOS1 NOS2 NOS3 NOX4 NOXRED1 NPC1 NPL NR1D1 NR1H2 NR1H3 NR1H4 NR4A3 NR5A2 NUDT19 NUDT7 NUDT8 NUPR1 OAT OCA2 ODC1 OGDH OGDHL OGT OLAH OSBP OSBPL1A OSBPL2 OSBPL3 OSBPL6 OSBPL7 OSBPL9 OTC OXSM P2RX7 PAH PANK2 PAPSS1 PAPSS2 PARK7 PARS2 PC PCBD1 PCBD2 PCCA PCCB PCK1 PCK2 PDHA1 PDHA2 PDHB PDHX PDK1 PDK2 PDK3 PDK4 PDXDC1 PDXDC2P-NPIPB14P PECR PEDS1 PEPD PER2 PEX13 PEX2 PEX5 PEX7 PFAS PFKFB1 PFKFB2 PFKL PFKM PFKP PGAM1 PGAM2 PGAM4 PGD PGK1 PGK2 PGM1 PHGDH PHYH PIBF1 PIPOX PKLR PKM PLA2G10 PLA2G15 PLA2G1B PLA2G2C PLA2G2F PLA2G3 PLA2G4A PLA2G4B PLA2G4C PLA2G4D PLA2G4F PLA2G5 PLAA PLIN5 PLOD2 PLOD3 PLP1 PM20D1 PM20D2 PNKD PNPLA3 PNPLA8 PON1 PON3 PPA2 PPARA PPARD PPARG PPARGC1A PPAT PPP2CA PRG3 PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKACA PRKAG1 PRKAG2 PRKAG3 PRKAR2B PRKCE PRMT3 PRODH PRODH2 PROX1 PRXL2B PRXL2C PSAT1 PSEN1 PSPH PTGDS PTGES PTGES2 PTGES3 PTGIS PTGR1 PTGR2 PTGR3 PTGS1 PTGS2 PTS PYCARD PYCR1 PYCR2 PYCR3 QARS1 QDPR QKI QPRT QRSL1 RARS1 RARS2 RBP1 RDH10 RENBP RGN RIDA RIMKLA RIMKLB RPTOR SARDH SARS1 SARS2 SCAP SCD SCD5 SCLY SCP2 SCPEP1 SDHA SDHAF3 SDS SDSL SEPHS1 SEPHS2 SERINC3 SERINC5 SESN2 SGPL1 SHMT1 SHMT2 SIRT1 SIRT2 SIRT4 SIRT6 SLC16A1 SLC16A2 SLC16A3 SLC19A1 SLC1A3 SLC22A13 SLC23A1 SLC23A2 SLC25A12 SLC25A13 SLC25A17 SLC25A2 SLC25A21 SLC25A32 SLC25A44 SLC27A1 SLC27A2 SLC27A3 SLC27A4 SLC27A5 SLC27A6 SLC2A1 SLC2A3 SLC2A6 SLC34A1 SLC38A1 SLC39A8 SLC45A2 SLC45A3 SLC46A1 SLC4A1 SLC4A4 SLC5A6 SLC6A8 SLC7A11 SLC7A7 SMS SNCA SORD SOX9 SP7 SRD5A2 SREBF1 SRR ST3GAL1 ST6GAL1 STAR STARD4 STAT3 STAT5A STAT5B SUCLA2 SUCLG2 SULT1A1 SULT1A2 SULT1A3 SULT1A4 SULT1B1 SULT1C3 SULT1C4 SULT1E1 SULT2A1 SULT2B1 SYK TARS1 TARS2 TARS3 TAT TBXAS1 TDO2 TECR TECRL TH THAP4 THEM4 THEM5 THNSL2 TIGAR TLR2 TNFRSF1A TNXB TP53 TPH1 TPH2 TPI1 TPST1 TPST2 TREX1 TRIB3 TST TTC36 TWIST1 TYR TYRP1 TYSND1 UBR4 UCP2 UCP3 UEVLD UGDH UGT1A1 UGT1A10 UGT1A3 UGT1A4 UGT1A5 UGT1A6 UGT1A7 UGT1A8 UGT1A9 UGT2A1 UGT2A2 UGT2A3 UGT2B10 UGT2B11 UGT2B15 UGT2B17 UGT2B28 UGT2B4 UGT2B7 UPB1 UROC1 UROS UST VARS1 VARS2 VDAC1 VNN1 VNN2 WARS1 WARS2 WDTC1 XBP1 XYLB YARS1 YARS2 ZBTB20 ZBTB7A GOBP_ORGANIC_ACID_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ORGANIC_ACID_TRANSMEMBRANE_TRANSPORT ABCB1 ABCC1 ABCC5 ABCD1 ABCD2 ABCD3 ABCD4 ACE2 ACSL1 ACSL5 AKT1 AKT2 ARL6IP1 ARL6IP5 ATP1A2 CD36 CLN3 CLN8 CLTRN CPT1A CPT1B CPT2 EMB GFAP GRM1 IRS2 ITGB1 KCNJ10 LRP2 LRRC8A LRRC8C LRRC8D LRRC8E MFSD12 MPC1 MPC1L MPC2 NTSR1 PER2 PRAF2 PSEN1 RGS2 RGS4 SFXN1 SFXN2 SFXN3 SLC11A1 SLC13A2 SLC13A3 SLC13A5 SLC15A4 SLC16A1 SLC16A10 SLC16A11 SLC16A12 SLC16A2 SLC16A3 SLC16A7 SLC16A8 SLC16A9 SLC17A5 SLC17A6 SLC17A7 SLC17A8 SLC19A1 SLC1A1 SLC1A2 SLC1A3 SLC1A4 SLC1A5 SLC1A6 SLC1A7 SLC22A2 SLC22A4 SLC22A9 SLC23A1 SLC23A2 SLC23A3 SLC25A1 SLC25A10 SLC25A11 SLC25A12 SLC25A13 SLC25A15 SLC25A18 SLC25A2 SLC25A20 SLC25A21 SLC25A22 SLC25A26 SLC25A29 SLC25A32 SLC25A38 SLC26A7 SLC27A1 SLC27A5 SLC29A4 SLC2A1 SLC32A1 SLC35D1 SLC35D2 SLC36A1 SLC36A2 SLC36A3 SLC36A4 SLC38A1 SLC38A10 SLC38A11 SLC38A2 SLC38A3 SLC38A4 SLC38A5 SLC38A6 SLC38A7 SLC38A8 SLC38A9 SLC3A1 SLC3A2 SLC43A1 SLC43A2 SLC46A1 SLC47A1 SLC5A12 SLC5A6 SLC5A8 SLC66A1 SLC66A1L SLC6A11 SLC6A12 SLC6A13 SLC6A14 SLC6A15 SLC6A18 SLC6A19 SLC6A20 SLC6A5 SLC6A6 SLC6A7 SLC6A8 SLC6A9 SLC7A1 SLC7A10 SLC7A11 SLC7A13 SLC7A14 SLC7A2 SLC7A3 SLC7A4 SLC7A5 SLC7A6 SLC7A7 SLC7A8 SLC7A9 THBS1 TNF TSPO2 UCP2 GOBP_ORGANIC_ACID_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ORGANIC_ACID_TRANSPORT ABAT ABCB1 ABCB11 ABCB4 ABCC1 ABCC10 ABCC11 ABCC2 ABCC3 ABCC4 ABCC5 ABCC6 ABCC8 ABCD1 ABCD2 ABCD3 ABCD4 ABCG2 ACE ACE2 ACSL1 ACSL3 ACSL5 ADORA1 ADORA2A AGXT AKR1C1 AKR1C4 AKT1 AKT2 ANXA1 APBA1 APOE AQP9 ARL6IP1 ARL6IP5 ATP1A2 ATP8B1 AVP AVPR1A AVPR1B BDKRB2 CACNB4 CASR CD36 CEACAM1 CES1 CLN3 CLN8 CLTRN CPT1A CPT1B CPT2 CRABP1 CRABP2 CROT CTNS CYP4A11 CYP4F2 CYP7A1 DRD2 DRD3 DRD4 DTNBP1 EDN1 EMB EPRS1 ERFE FABP1 FABP12 FABP2 FABP3 FABP4 FABP5 FABP5P3 FABP6 FABP7 FABP9 FGF19 FIS1 FOLR1 FOLR2 FOLR3 GABBR1 GFAP GIPC1 GJA1 GNAT2 GOT2 GRM1 GRM2 GRM7 HRH3 HTR1B IL1A IL1B IRS2 ITGB1 KCNJ10 KCNJ8 KMO LEP LHCGR LLGL2 LRP2 LRP5 LRRC8A LRRC8C LRRC8D LRRC8E LYPLA1 MAP2K6 MFSD12 MFSD2A MIF MIR33A MPC1 MPC1L MPC2 NF1 NHERF1 NMB NMUR2 NOS2 NPY5R NR0B2 NTRK2 NTSR1 OC90 P2RX4 P2RX7 PDPN PER2 PLA2G10 PLA2G12A PLA2G12B PLA2G1B PLA2G2A PLA2G2C PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G4A PLA2G4F PLA2G5 PLA2R1 PLIN2 PMP2 PNPLA8 PPARA PPARD PPARG PRAF2 PRKAA1 PRKG1 PROCA1 PSAP PSEN1 PTGES PTGS2 RAB3GAP1 RBP1 RBP2 RBP5 RBP7 RGS2 RGS4 RPS6KB1 SERINC3 SERINC5 SFXN1 SFXN2 SFXN3 SFXN4 SFXN5 SH3BP4 SLC10A1 SLC10A2 SLC10A3 SLC10A4 SLC10A5 SLC10A6 SLC10A7 SLC11A1 SLC12A2 SLC13A2 SLC13A3 SLC13A5 SLC15A4 SLC16A1 SLC16A10 SLC16A11 SLC16A12 SLC16A13 SLC16A14 SLC16A2 SLC16A3 SLC16A4 SLC16A5 SLC16A6 SLC16A7 SLC16A8 SLC16A9 SLC17A5 SLC17A6 SLC17A7 SLC17A8 SLC19A1 SLC19A2 SLC1A1 SLC1A2 SLC1A3 SLC1A4 SLC1A5 SLC1A6 SLC1A7 SLC22A1 SLC22A11 SLC22A13 SLC22A2 SLC22A3 SLC22A4 SLC22A6 SLC22A7 SLC22A8 SLC22A9 SLC23A1 SLC23A2 SLC23A3 SLC25A1 SLC25A10 SLC25A11 SLC25A12 SLC25A13 SLC25A15 SLC25A17 SLC25A18 SLC25A2 SLC25A20 SLC25A21 SLC25A22 SLC25A26 SLC25A29 SLC25A32 SLC25A38 SLC25A44 SLC26A1 SLC26A10P SLC26A11 SLC26A2 SLC26A3 SLC26A4 SLC26A5 SLC26A6 SLC26A7 SLC26A8 SLC26A9 SLC27A1 SLC27A2 SLC27A3 SLC27A4 SLC27A5 SLC27A6 SLC29A4 SLC2A1 SLC32A1 SLC35D1 SLC35D2 SLC36A1 SLC36A2 SLC36A3 SLC36A4 SLC38A1 SLC38A10 SLC38A11 SLC38A2 SLC38A3 SLC38A4 SLC38A5 SLC38A6 SLC38A7 SLC38A8 SLC38A9 SLC3A1 SLC3A2 SLC43A1 SLC43A2 SLC43A3 SLC46A1 SLC47A1 SLC51A SLC51B SLC5A12 SLC5A6 SLC5A8 SLC66A1 SLC66A1L SLC6A1 SLC6A11 SLC6A12 SLC6A13 SLC6A14 SLC6A15 SLC6A17 SLC6A18 SLC6A19 SLC6A20 SLC6A5 SLC6A6 SLC6A7 SLC6A8 SLC6A9 SLC7A1 SLC7A10 SLC7A11 SLC7A13 SLC7A14 SLC7A2 SLC7A3 SLC7A4 SLC7A5 SLC7A6 SLC7A7 SLC7A8 SLC7A9 SLCO1A2 SLCO1B1 SLCO1B3 SLCO1C1 SLCO2A1 SLCO2B1 SLCO3A1 SLCO4A1 SNCA SPX SSTR4 STXBP1 SV2A SYK SYT4 THBS1 TNF TNFRSF11A TNFSF11 TRH TRPC4 TRPV1 TSPO2 UCP2 UGT1A3 UMOD VPS54 XK GOBP_ORGANIC_ANION_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ORGANIC_ANION_TRANSPORT ABAT ABCB1 ABCB11 ABCB4 ABCC1 ABCC10 ABCC11 ABCC2 ABCC3 ABCC4 ABCC5 ABCC6 ABCC8 ABCD1 ABCD2 ABCD3 ABCD4 ABCG2 ACE ACE2 ACSL1 ACSL3 ACSL5 ADCY10 ADORA1 ADORA2A AGXT AKR1C1 AKR1C4 AKT1 AKT2 ANKH ANXA1 APBA1 APOE AQP9 ARL6IP1 ARL6IP5 ASIC3 ATP1A2 ATP8B1 AVP AVPR1A AVPR1B BDKRB2 BEST1 CA4 CACNB4 CALHM1 CALHM3 CASR CD36 CD47 CEACAM1 CERT1 CES1 CFTR CLN3 CLN8 CLTRN CPT1A CPT1B CPT2 CPTP CR1 CRABP1 CRABP2 CROT CTNS CYB5R1 CYB5R2 CYB5R4 CYB5RL CYP4A11 CYP4F2 CYP7A1 DRD2 DRD3 DRD4 DTNBP1 EDN1 EMB EPRS1 ERFE FABP1 FABP12 FABP2 FABP3 FABP4 FABP5 FABP5P3 FABP6 FABP7 FABP9 FGF19 FIS1 FOLR1 FOLR2 FOLR3 GABBR1 GFAP GIPC1 GJA1 GLTP GLTPD2 GNAT2 GOT2 GRM1 GRM2 GRM7 HRH3 HTR1B IL1A IL1B IRS2 ITGB1 KCNJ10 KCNJ8 KMO LEP LHCGR LLGL2 LRP2 LRP5 LRRC8A LRRC8C LRRC8D LRRC8E LYPLA1 MAP2K6 MFSD10 MFSD12 MFSD2A MGST1 MIF MIR33A MPC1 MPC1L MPC2 MTTP NF1 NHERF1 NMB NMUR2 NOS2 NPY5R NR0B2 NTRK2 NTSR1 OC90 P2RX4 P2RX7 PDPN PER2 PLA2G10 PLA2G12A PLA2G12B PLA2G1B PLA2G2A PLA2G2C PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G4A PLA2G4F PLA2G5 PLA2R1 PLEKHA8 PLEKHA8P1 PLIN2 PMP2 PNPLA8 PPARA PPARD PPARG PRAF2 PRKAA1 PRKG1 PROCA1 PSAP PSEN1 PTGES PTGS2 RAB3GAP1 RBP1 RBP2 RBP5 RBP7 RGS2 RGS4 RHAG RPS6KB1 RTBDN SERINC3 SERINC5 SFXN1 SFXN2 SFXN3 SFXN4 SFXN5 SH3BP4 SLC10A1 SLC10A2 SLC10A3 SLC10A4 SLC10A5 SLC10A6 SLC10A7 SLC11A1 SLC12A2 SLC13A2 SLC13A3 SLC13A5 SLC15A4 SLC16A1 SLC16A10 SLC16A11 SLC16A12 SLC16A13 SLC16A14 SLC16A2 SLC16A3 SLC16A4 SLC16A5 SLC16A6 SLC16A7 SLC16A8 SLC16A9 SLC17A1 SLC17A2 SLC17A3 SLC17A4 SLC17A5 SLC17A6 SLC17A7 SLC17A8 SLC17A9 SLC19A1 SLC19A2 SLC1A1 SLC1A2 SLC1A3 SLC1A4 SLC1A5 SLC1A6 SLC1A7 SLC22A1 SLC22A10 SLC22A11 SLC22A12 SLC22A13 SLC22A14 SLC22A2 SLC22A24 SLC22A25 SLC22A3 SLC22A4 SLC22A6 SLC22A7 SLC22A8 SLC22A9 SLC23A1 SLC23A2 SLC23A3 SLC25A1 SLC25A10 SLC25A11 SLC25A12 SLC25A13 SLC25A15 SLC25A16 SLC25A17 SLC25A18 SLC25A19 SLC25A2 SLC25A20 SLC25A21 SLC25A22 SLC25A23 SLC25A24 SLC25A25 SLC25A26 SLC25A29 SLC25A31 SLC25A32 SLC25A38 SLC25A39 SLC25A4 SLC25A41 SLC25A42 SLC25A44 SLC25A47 SLC25A5 SLC25A6 SLC26A1 SLC26A10P SLC26A11 SLC26A2 SLC26A3 SLC26A4 SLC26A5 SLC26A6 SLC26A7 SLC26A8 SLC26A9 SLC27A1 SLC27A2 SLC27A3 SLC27A4 SLC27A5 SLC27A6 SLC2A1 SLC2A10 SLC2A14 SLC2A2 SLC2A3 SLC2A4 SLC2A6 SLC2A8 SLC2A9 SLC32A1 SLC33A1 SLC35A1 SLC35A2 SLC35A3 SLC35B1 SLC35B2 SLC35B3 SLC35B4 SLC35C2 SLC35D1 SLC35D2 SLC35D3 SLC36A1 SLC36A2 SLC36A3 SLC36A4 SLC38A1 SLC38A10 SLC38A11 SLC38A2 SLC38A3 SLC38A4 SLC38A5 SLC38A6 SLC38A7 SLC38A8 SLC38A9 SLC39A10 SLC39A12 SLC39A14 SLC39A4 SLC39A5 SLC39A6 SLC39A8 SLC3A1 SLC3A2 SLC43A1 SLC43A2 SLC43A3 SLC44A4 SLC46A1 SLC46A2 SLC47A1 SLC4A1 SLC4A10 SLC4A11 SLC4A2 SLC4A3 SLC4A4 SLC4A5 SLC4A7 SLC4A8 SLC4A9 SLC51A SLC51B SLC52A1 SLC52A2 SLC52A3 SLC5A12 SLC5A6 SLC5A8 SLC66A1 SLC66A1L SLC6A1 SLC6A11 SLC6A12 SLC6A13 SLC6A14 SLC6A15 SLC6A17 SLC6A18 SLC6A19 SLC6A20 SLC6A5 SLC6A6 SLC6A7 SLC6A8 SLC6A9 SLC7A1 SLC7A10 SLC7A11 SLC7A13 SLC7A14 SLC7A2 SLC7A3 SLC7A4 SLC7A5 SLC7A6 SLC7A7 SLC7A8 SLC7A9 SLCO1A2 SLCO1B1 SLCO1B3 SLCO1B7 SLCO1C1 SLCO2A1 SLCO2B1 SLCO3A1 SLCO4A1 SLCO4C1 SLCO5A1 SLCO6A1 SNCA SPX SSTR4 STXBP1 SV2A SYK SYT4 THBS1 TNF TNFRSF11A TNFSF11 TRH TRPC4 TRPV1 TSPO2 UCP2 UGT1A3 UMOD VPS54 XK GOBP_ORGANIC_CATION_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ORGANIC_CATION_TRANSPORT ACTB ADORA2A ADORA3 ADRA2A ADRA2B ADRA2C AQP8 ATP13A3 CHRNA3 CHRNA7 FFAR3 GHSR HRH3 KCNB1 OXTR P2RY1 PDZK1 PSEN1 RALBP1 RHAG SEC14L1 SLC16A9 SLC17A8 SLC18A3 SLC18B1 SLC19A2 SLC19A3 SLC22A1 SLC22A16 SLC22A18 SLC22A2 SLC22A3 SLC22A4 SLC22A5 SLC25A17 SLC25A19 SLC25A20 SLC25A26 SLC25A29 SLC25A42 SLC29A3 SLC29A4 SLC35F3 SLC38A2 SLC44A1 SLC44A2 SLC44A3 SLC44A4 SLC44A5 SLC47A1 SLC47A2 SLC5A7 SLC6A12 SLC6A14 SLC6A2 SLC6A3 SLC7A6 SLC7A8 SLCO1A2 SNCA STX1A TACR2 TSPO2 GOBP_ORGANIC_CYCLIC_COMPOUND_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ORGANIC_CYCLIC_COMPOUND_CATABOLIC_PROCESS A1CF ABCC1 ABCC2 ABCD1 ACAA1 ACAT1 ACMSD ACOT7 ADA ADA2 ADAL AFMID AGO1 AGO2 AGO3 AGO4 AICDA AIFM1 AKR1D1 AKT1 ALDH4A1 ALDH6A1 ALDH8A1 ALKBH5 ALLC AMBP AMPD3 ANG ANGEL2 APAF1 APEX1 APOBEC1 APOBEC2 APOBEC3A APOBEC3B APOBEC3C APOBEC3D APOBEC3F APOBEC3G APOBEC3H APOE ATM AXIN2 BAX BLVRA BLVRB BOLL BTG2 CACNG7 CALCR CAPRIN1 CARHSP1 CASC3 CDA CDADC1 CECR2 CELF1 CIDEA CIRBP CNOT1 CNOT10 CNOT11 CNOT2 CNOT3 CNOT4 CNOT6 CNOT6L CNOT7 CNOT8 CNOT9 CNP COMT CPEB3 CRMP1 CSDC2 CSDE1 CTIF CYP19A1 CYP1A1 CYP1A2 CYP24A1 CYP27A1 CYP27B1 CYP2A6 CYP2F1 CYP39A1 CYP3A4 CYP46A1 CYP7A1 DAZ1 DAZ2 DAZ3 DAZ4 DAZL DBH DCP1A DCP1B DCP2 DCPS DCTPP1 DDX49 DDX5 DEDD2 DERA DFFA DFFB DHX34 DHX36 DHX9 DICER1 DIO3 DIS3 DIS3L DIS3L2 DKC1 DNA2 DNASE1 DNASE1L1 DNASE1L2 DNASE1L3 DNASE2 DNASE2B DND1 DNM3OS DNPH1 DPYD DPYS DPYSL2 DPYSL3 DPYSL4 DPYSL5 DUT DXO E2F1 EDC3 EDC4 EIF3E EIF4A3 EIF4ENIF1 ELAC2 ELAVL1 ELAVL4 ELOB ELOC ENDOG ENPP1 ENPP3 ENPP4 ENSG00000276759 ENTPD1 ENTPD2 ENTPD3 ENTPD4 ENTPD5 ENTPD6 ENTPD7 ENTPD8 EPHX2 ERI1 ERN1 ERN2 ETF1 EXOG EXOSC1 EXOSC10 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 FAH FASTK FASTKD1 FASTKD2 FASTKD3 FASTKD5 FBH1 FEN1 FGF23 FHIT FITM2 FMR1 FOXL2 FTO FUS FXR1 FXR2 GAS5 GDA GDNF GIGYF2 GOT2 GRSF1 GSK3A GSPT1 GSPT2 GSTZ1 GTPBP1 HAAO HBS1L HGD HINT1 HMOX1 HMOX2 HNMT HNRNPA0 HNRNPAB HNRNPC HNRNPD HNRNPR HNRNPU HOGA1 HPD HPRT1 HSD11B1 HSD17B11 HSD17B14 HSD17B6 HSF1 HSPA1A HSPA1B IDO1 IDO2 IGF2BP1 IGF2BP2 IGF2BP3 IKBKE IL4I1 IL6 IREB2 ISG20 ITPA KCNQ1OT1 KHSRP KMO KYAT1 KYAT3 KYNU LARP1 LARP1B LARP4B LIN28A LIN28B LRPPRC LSM1 LSM2 LSM4 LSM5 LSM6 LSM7 MAGOH MAGOHB MAOA MAOB MAPK14 MAPKAPK2 MBD4 MEIOC METTL1 METTL14 METTL16 METTL3 MEX3D MGAT1 MIR1-1 MIR100 MIR103B1 MIR106A MIR125A MIR125B1 MIR128-1 MIR130A MIR133A1 MIR135B MIR137 MIR140 MIR145 MIR146A MIR149 MIR151A MIR181A2 MIR185 MIR18A MIR190B MIR191 MIR192 MIR195 MIR206 MIR20A MIR210 MIR212 MIR214 MIR223 MIR23A MIR24-1 MIR26B MIR27A MIR302A MIR302C MIR30B MIR326 MIR342 MIR373 MIR423 MIR4286 MIR485 MIR486-1 MIR491 MIR497 MIR517A MIR517C MIR520C MIR543 MIR562 MIR564 MIR608 MIR625 MIR655 MIR663A MIR665 MIR885 MIR9-1 MIR93 MIR96 MIR98 MIRLET7A1 MIRLET7B MIRLET7E MLH1 MLYCD MOV10 MOXD1 MOXD2P MRTO4 MTAP MTHFS MTPAP MTREX MUS81 MYD88 NAF1 NANOS1 NANOS2 NANOS3 NBAS NBDY NCBP1 NCBP2 NEAT1 NEIL1 NEIL2 NFE2L2 NMNAT1 NOCT NPM1 NRDE2 NSUN2 NT5C NT5C1A NT5C1B NT5C2 NT5C3B NT5E NT5M NTHL1 NUDT1 NUDT10 NUDT11 NUDT12 NUDT13 NUDT15 NUDT16 NUDT16L1 NUDT17 NUDT18 NUDT19 NUDT3 NUDT4 NUDT4B NUDT5 NUDT7 NUDT8 NUDT9 OAS2 OGG1 OIP5-AS1 PABPC1 PABPC4 PABPN1L PAH PAIP1 PAN2 PAN3 PARN PATL1 PATL2 PCBP4 PCID2 PDE10A PDE12 PDE1A PDE2A PDE4A PDE4B PDE4C PDE4D PDE5A PDE7A PDE7B PDE8A PDE8B PDE9A PDXP PELO PHAX PKP1 PKP3 PLEKHN1 PM20D2 PNLDC1 PNP PNPT1 PNRC1 PNRC2 POLR2G POP1 PPP1R8 PRKCA PRKCD PRODH PRR5L PRTFDC1 PUM1 PUM2 PYM1 QDPR QPRT RBM10 RBM24 RBM46 RBM47 RBM7 RBM8A RC3H1 RC3H2 REXO4 RGN RIDA RNASE2 RNASE3 RNASE6 RNASEH1 RNASEH2A RNASEH2B RNASEH2C RNASEL RNASET2 RNH1 RNPS1 ROCK1 ROCK2 SAMD4A SAMD4B SAMHD1 SARM1 SCARB1 SCARF1 SCGB1A1 SECISBP2 SERBP1 SETMAR SIDT2 SKIC2 SKIC3 SKIC8 SLC11A1 SLC6A3 SLCO1B1 SLCO1B3 SLCO2B1 SLFN12 SLFN13 SLFN14 SLIRP SMG1 SMG5 SMG6 SMG7 SMG8 SMG9 SMPDL3A SMUG1 SND1 SNX17 SPP1 SRD5A1 SRD5A2 SSB ST20 STS SUCLA2 SUCLG1 SUCLG2 SULT1A3 SULT1A4 SULT1E1 SUPV3L1 SYNCRIP TAF15 TARDBP TAT TBRG4 TDG TDO2 TENT2 TENT4A TENT4B TENT5A TENT5B TENT5C TENT5D TET1 TET2 TET3 THRAP3 TIRAP TNFRSF1B TNKS1BP1 TNRC6A TNRC6B TNRC6C TOB1 TRAF2 TRAF3IP2 TRAF5 TRDMT1 TREX1 TRIM71 TRIR TRNT1 TTC5 TUT1 TUT4 TUT7 TYMP UGT1A1 UGT1A4 UNG UPB1 UPF1 UPF2 UPF3A UPF3B UPP1 UPP2 URAD UROD VCP VIM VIP VNN1 VPS54 WDR82 XDH XIST XRN1 XRN2 YBX1 YBX3 YTHDF1 YTHDF2 YTHDF3 YWHAH ZAR1 ZC3H12A ZC3H12D ZC3H14 ZC3H18 ZC3H4 ZC3HAV1 ZCCHC17 ZCCHC7 ZCCHC8 ZFP36 ZFP36L1 ZFP36L2 ZHX2 ZPR1 ZSWIM8 GOBP_ORGANIC_HYDROXY_COMPOUND_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ORGANIC_HYDROXY_COMPOUND_BIOSYNTHETIC_PROCESS ABCA2 ABCB11 ABCD3 ABCG1 ABCG4 ACAA2 ACER1 ACER2 ACER3 ACLY ACOT8 ACOX2 ADCYAP1R1 AKR1C3 AKR1C4 AKR1D1 ALDH2 ALOX12 ALOX15 ALOX15B AMACR APOA1 APOB APOE APPL1 AQP8 ARV1 ASAH1 ASAH2 ASIP ATP7A AVPR1B BAAT BGLAP BMP2 BMP5 BMP6 CACNA1H CD244 CDH3 CES1 CFTR CH25H CITED1 CLCN2 CREB1 CTNS CYB5R1 CYB5R2 CYB5R3 CYP11B1 CYP11B2 CYP19A1 CYP27A1 CYP27B1 CYP2R1 CYP39A1 CYP3A4 CYP46A1 CYP51A1 CYP7A1 CYP7B1 CYP8B1 DAB2 DAO DBH DCT DDC DDT DGKQ DHCR24 DHCR7 DHDDS DHFR DHFRP1 DKK3 DKKL1 EBP ERG28 ERLIN1 ERLIN2 FAXDC2 FDFT1 FDPS FGF1 FGF19 FGF2 FGFR4 G6PD GATA3 GATD1 GBA1 GCH1 GFI1 GIPC1 GOT1 GPER1 GPR37 GPRC6A H6PD HAND2 HDC HMGCR HMGCS1 HMGCS2 HRH1 HSD17B1 HSD17B10 HSD17B3 HSD17B7 HSD3B7 IDI1 IDI2 IFNG IMPA1 IMPA2 INSIG1 INSIG2 INSM1 IP6K1 IP6K2 IP6K3 IPMK IPPK ISYNA1 ITPKA ITPKB ITPKC KL LBR LDHC LEP LHCGR LIPA LPCAT3 LSS MALRD1 MAS1 MBTPS1 MBTPS2 MC1R MFSD12 MIR182 MIR185 MIR30C1 MIR33A MIR342 MIR548P MIR96 MIR98 MOXD1 MOXD2P MSMO1 MVD MVK NFKB1 NPC1L1 NR1D1 NR1H4 NR4A2 NSDHL NTSR1 NUS1 OCA2 OPN3 OSBP OSBPL1A OSBPL2 OSBPL3 OSBPL6 OSBPL7 OSBPL9 P2RY1 P2RY6 PAH PARK7 PCBD1 PCBD2 PCK1 PCK2 PDXK PER2 PGP PLCG2 PLEK PLPP6 PLTP PMEL PMVK PNMT PNPO PPIP5K1 PPIP5K2 PRKAA1 PRKAA2 PRKAG2 PRKG1 PROX1 PSAT1 PTAFR PTH PTH1R PTK2B PTS QDPR RAB38 RAPGEF2 REST SC5D SCAP SCP2 SEC14L2 SIRT1 SLC24A5 SLC27A2 SLC27A5 SLC45A2 SLC6A3 SLC7A11 SNAI1 SNAI2 SNCA SOD1 SPHK1 SPHK2 SPR SPTLC1 SPTLC2 SPTLC3 SPTSSA SPTSSB SQLE SRD5A2 SRD5A3 SREBF1 SREBF2 STAR STARD4 TGFB2 TH TM7SF2 TNF TPH1 TPH2 TRPC1 TYR TYRP1 VPS35 WNT4 WNT5A ZEB2 GOBP_ORGANIC_HYDROXY_COMPOUND_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ORGANIC_HYDROXY_COMPOUND_CATABOLIC_PROCESS ADH4 AKR1B10 AKR1C3 AKR1D1 ALDH1B1 ALDH2 ALDH3B1 ALDH3B2 APOE COMT CYP24A1 CYP27A1 CYP27B1 CYP39A1 CYP3A4 CYP46A1 CYP4A11 CYP4F12 CYP4F2 CYP4F3 CYP7A1 DBH DIO3 FAH FGF23 GK GK2 GK5 GPD2 HAO1 HSD17B6 LCT LDHD MAOA MAOB MIOX MOXD1 MOXD2P NTSR1 NUDT3 PDXP SCARB1 SCARF1 SLC6A3 SNX17 SORD SRD5A3 SULT1A1 SULT1A2 SULT1A3 SULT1A4 SULT1B1 SULT1C4 SULT1E1 SULT2A1 TKFC TPI1 GOBP_ORGANIC_HYDROXY_COMPOUND_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ORGANIC_HYDROXY_COMPOUND_METABOLIC_PROCESS ABAT ABCA1 ABCA2 ABCA5 ABCB11 ABCD3 ABCG1 ABCG4 ACAA1 ACAA2 ACADL ACADVL ACER1 ACER2 ACER3 ACLY ACO2 ACOT8 ACOX2 ACP3 ACSS1 ACSS2 ACTN3 ADCYAP1R1 ADH1A ADH1B ADH1C ADH4 ADH5 ADH6 ADH7 AKR1A1 AKR1B1 AKR1B10 AKR1B15 AKR1C1 AKR1C2 AKR1C3 AKR1C4 AKR1D1 AKR7A2 ALDH1A1 ALDH1A2 ALDH1A3 ALDH1B1 ALDH2 ALDH3A2 ALDH3B1 ALDH3B2 ALG1 ALG10 ALG10B ALG12 ALG13 ALG14 ALG2 ALG3 ALG6 ALG8 ALG9 ALOX12 ALOX15 ALOX15B ALPL AMACR ANGPTL3 AOC2 APOA1 APOA2 APOA4 APOB APOBR APOC1 APOE APOF APOL1 APOL2 APP APPL1 AQP8 ARV1 ASAH1 ASAH2 ASIP ATP7A ATP8B1 AVPR1B AWAT2 BAAT BCL2 BCO1 BGLAP BMP2 BMP5 BMP6 BTBD9 CACNA1H CAT CBR4 CD244 CDH3 CEBPA CEL CES1 CETP CFTR CGA CH25H CHRNB2 CITED1 CLCN2 CLN6 CLN8 COMT COQ2 COQ3 CPQ CREB1 CRYM CTNS CTSB CTSK CUBN CYB5R1 CYB5R2 CYB5R3 CYP11A1 CYP11B1 CYP11B2 CYP19A1 CYP1A1 CYP1A2 CYP1B1 CYP21A2 CYP24A1 CYP26A1 CYP26B1 CYP26C1 CYP27A1 CYP27B1 CYP27C1 CYP2C18 CYP2C8 CYP2C9 CYP2D6 CYP2E1 CYP2R1 CYP39A1 CYP3A4 CYP3A5 CYP3A7 CYP46A1 CYP4A11 CYP4F12 CYP4F2 CYP4F3 CYP4V2 CYP51A1 CYP7A1 CYP7B1 CYP8B1 DAB2 DAO DBH DCT DDC DDT DEGS2 DGAT1 DGAT2 DGKQ DHCR24 DHCR7 DHDDS DHFR DHFRP1 DHRS3 DHRS4 DHRS7 DHRS9 DIO1 DIO2 DIO3 DISP3 DKK3 DKKL1 DOLK DOLPP1 DPAGT1 DPM1 DPM2 DPM3 DRD1 DRD2 DRD3 DRD4 DUOX1 DUOX2 DUOXA1 DUOXA2 EBP EBPL EDNRA EDNRB EPAS1 EPHX2 ERG28 ERLIN1 ERLIN2 FAH FAXDC2 FDFT1 FDPS FDX1 FDXR FECH FGF1 FGF19 FGF2 FGF23 FGFR4 FMO5 FOXE1 G6PD GALK1 GALR2 GATA3 GATD1 GBA1 GBA2 GC GCH1 GCNT4 GDE1 GDPD1 GDPD3 GFI1 GIPC1 GK GK2 GK5 GNAT2 GNB3 GOT1 GPD1 GPD2 GPER1 GPR37 GPRC6A GRIN2A H6PD HAGH HAND2 HAO1 HDC HDLBP HIF1A HMGCR HMGCS1 HMGCS2 HPN HPRT1 HRH1 HSD11B2 HSD17B1 HSD17B10 HSD17B3 HSD17B6 HSD17B7 HSD3B7 HTR1A IDH1 IDH2 IDH3A IDH3B IDH3G IDI1 IDI2 IFNG IGF1 IL4 IMPA1 IMPA2 INPP4A INPP4B INPP5A INPP5B INPP5J INSIG1 INSIG2 INSM1 IP6K1 IP6K2 IP6K3 IPMK IPPK ISYNA1 ITGAM ITGB2 ITPK1 ITPKA ITPKB ITPKC IYD KIT KL LBR LCAT LCT LDHA LDHAL6A LDHAL6B LDHB LDHC LDHD LDLR LDLRAP1 LEP LEPR LGMN LHCGR LIMA1 LIPA LIPC LIPE LPCAT3 LRAT LRP2 LRP5 LSS MALRD1 MAOA MAOB MAS1 MBTPS1 MBTPS2 MC1R MECP2 MED1 MFSD12 MINPP1 MIOX MIR182 MIR185 MIR210 MIR30C1 MIR33A MIR342 MIR548P MIR96 MIR98 MOGAT1 MOGAT2 MOGAT3 MOXD1 MOXD2P MPDU1 MRS2 MSMO1 MTPN MVD MVK NAAA NAPEPLD NFE2L1 NFKB1 NPC1 NPC1L1 NPC2 NPR1 NQO1 NR0B2 NR1D1 NR1H4 NR4A2 NR5A2 NSDHL NTSR1 NUDT10 NUDT11 NUDT3 NUDT4 NUDT4B NUS1 OCA2 OCRL OPN3 OSBP OSBPL1A OSBPL2 OSBPL3 OSBPL5 OSBPL6 OSBPL7 OSBPL9 P2RY1 P2RY6 PAH PANK2 PARK7 PAX8 PCBD1 PCBD2 PCK1 PCK2 PCSK9 PDE1B PDXK PDXP PECR PER2 PFKFB2 PGP PIAS4 PIP4P1 PLA2G4A PLB1 PLCB1 PLCG2 PLEK PLPP1 PLPP2 PLPP3 PLPP6 PLTP PMEL PMVK PNKD PNLIP PNMT PNPLA2 PNPLA4 PNPO PON1 PPARD PPIP5K1 PPIP5K2 PRKAA1 PRKAA2 PRKAG2 PRKG1 PRKG2 PRKN PROX1 PSAT1 PTAFR PTGR1 PTH PTH1R PTK2B PTS QDPR RAB38 RAPGEF2 RBP4 RDH10 RDH11 RDH12 RDH13 RDH14 RDH16 RDH5 RDH8 REST RETSAT RFT1 RNF180 RPE65 RTL4 SC5D SCAP SCARB1 SCARF1 SCNN1B SCP2 SDR16C5 SDR9C7 SEC14L2 SERPINA12 SGPP1 SGPP2 SHPK SIRT1 SLC16A10 SLC16A2 SLC1A1 SLC24A5 SLC26A7 SLC27A2 SLC27A5 SLC34A1 SLC45A2 SLC5A3 SLC5A5 SLC6A3 SLC7A11 SLCO1C1 SMPD1 SNAI1 SNAI2 SNCA SNCAIP SNCB SNX17 SOAT1 SOAT2 SOD1 SORD SPHK1 SPHK2 SPR SPTLC1 SPTLC2 SPTLC3 SPTSSA SPTSSB SQLE SRD5A1 SRD5A2 SRD5A3 SREBF1 SREBF2 STAR STARD3 STARD4 SULT1A1 SULT1A2 SULT1A3 SULT1A4 SULT1B1 SULT1C4 SULT1E1 SULT2A1 SULT2B1 SYNJ1 TACR3 TG TGFB2 TH THTPA TIGAR TKFC TKTL1 TM7SF2 TNF TP53 TPH1 TPH2 TPI1 TPK1 TPO TRPC1 TSKU TTC39B TTPA TYR TYRP1 UGT1A3 UGT1A4 UGT2A1 UGT2A2 VHL VLDLR VPS35 WNT4 WNT5A ZEB2 GOBP_ORGANIC_HYDROXY_COMPOUND_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ORGANIC_HYDROXY_COMPOUND_TRANSPORT ABAT ABCA1 ABCA12 ABCA13 ABCA2 ABCA3 ABCA4 ABCA5 ABCA7 ABCA8 ABCB11 ABCB4 ABCC11 ABCC2 ABCC3 ABCC4 ABCD3 ABCG1 ABCG4 ABCG5 ABCG8 ACTB ADIPOQ ADORA2A ADORA3 ADRA2A ADRA2B ADRA2C AGT AGTR1 AKR1C1 AKR1C4 ANXA2 APOA1 APOA2 APOA4 APOA5 APOB APOC1 APOC2 APOC3 APOE APOM AQP1 AQP10 AQP11 AQP2 AQP3 AQP7 AQP7B AQP7P3 AQP9 ARL8B ARV1 ASIC3 ATP8B1 BMP6 C1QTNF1 CARTPT CAV1 CD36 CEACAM1 CEL CES1 CETP CFTR CHGA CHRM5 CHRNA4 CHRNA6 CHRNA7 CHRNB2 CLU CNR1 CRH CRHR1 CXCL12 CYP19A1 CYP7A1 CYP8B1 DAB2 DRD1 DRD2 DRD3 DRD4 DTNBP1 EEPD1 EGF EMB ENPP7 FFAR3 FGF19 FGF20 FURIN GABBR1 GAL GALR1 GDNF GHRL GHSR GNAT1 GPM6B GPS2 GRAMD1A GRAMD1B GRAMD1C GRK2 GRM2 HRH3 HTR1A HTR1B HTR2A ITGB3 KCNA2 KCNB1 KCNQ1 KDM5B KPNA4 LAMTOR1 LCAT LDLR LDLRAP1 LEP LILRB1 LIMA1 LIPA LIPC LIPG LPCAT3 LRP1 LRP6 MAOB MAPK15 MECP2 MFSD10 MIR128-1 MIR130B MIR144 MIR145 MIR148A MIR17 MIR19B1 MIR206 MIR26A1 MIR27A MIR27B MIR301B MIR302A MIR33A MIR33B MIR613 MIR758 MIR9-1 MSR1 MTTP MYB NAXE NFKB1 NFKBIA NMB NOS1 NPC1 NPC1L1 NPC2 NR0B2 NR1H2 NR1H3 NUS1 OPRK1 OSBP OSBP2 OSBPL10 OSBPL11 OSBPL1A OSBPL2 OSBPL3 OSBPL5 OSBPL6 OSBPL7 OSBPL8 OSBPL9 OXTR P2RX1 P2RY1 PARK7 PCSK9 PINK1 PIP4K2A PLA2G10 PLTP PNLIP POMC PON1 PPARG PRKAA1 PRKCB PRKN PTCH1 PTPN11 RAB3B RALBP1 RBP4 RELCH REN RXRA SCARB1 SCP2 SDHD SEC24A SELENOM SERAC1 SHH SIRT1 SLC10A1 SLC10A2 SLC10A3 SLC10A4 SLC10A5 SLC10A6 SLC10A7 SLC16A1 SLC16A3 SLC16A7 SLC16A8 SLC18A1 SLC18A2 SLC18A3 SLC18B1 SLC19A2 SLC19A3 SLC22A1 SLC22A2 SLC22A24 SLC22A3 SLC26A6 SLC27A5 SLC29A3 SLC29A4 SLC2A13 SLC44A1 SLC44A2 SLC49A4 SLC51A SLC51B SLC5A1 SLC5A11 SLC5A12 SLC5A3 SLC5A8 SLC6A2 SLC6A3 SLC6A4 SLCO1A2 SLCO1B1 SLCO1B3 SLCO1C1 SNCA SNCG SOAT1 SOAT2 SPG11 SPP1 SREBF2 STAR STARD3 STARD3NL STARD4 STARD5 STRA6 STX12 STX1A SYK SYT1 SYT10 SYT11 SYT12 SYT13 SYT15 SYT17 SYT2 SYT3 SYT4 SYT5 SYT6 SYT7 SYT8 SYT9 TGM2 TMF1 TOR1A TPCN2 TREM2 TSKU TSPO TSPO2 TTC39B VAPA VAPB VIP VPS4A VPS4B VPS51 VPS52 VPS53 VPS54 WNK4 YJEFN3 ZDHHC8 GOBP_ORGANISM_EMERGENCE_FROM_PROTECTIVE_STRUCTURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ORGANISM_EMERGENCE_FROM_PROTECTIVE_STRUCTURE AKAP3 ARHGDIG ASF1B BCOR CCDC24 CCDC62 CMTM3 CTR9 FBLL1 HS3ST6 LPAR6 NDUFA2 NECAB1 PEMT PHF6 PLPP4 PPP4R4 RBBP8 SLC25A34 SLC35E2B SMARCB1 SMIM14 ST8SIA6 STMN3 TBL1XR1 ZBED6 GOBP_ORGANONITROGEN_COMPOUND_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ORGANONITROGEN_COMPOUND_BIOSYNTHETIC_PROCESS A3GALT2 A4GALT A4GNT AANAT AARS1 AARS2 AARSD1 AASDH AASDHPPT AASS AATF ABAT ABCA1 ABCA2 ABCA7 ABCA8 ABCB10 ABCB6 ABCB7 ABCC5 ABCE1 ABCF1 ABHD3 ABTB1 ACACA ACACB ACADM ACAT1 ACER1 ACER2 ACER3 ACLY ACMSD ACO1 ACOT7 ACOT8 ACSBG1 ACSBG2 ACSF3 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 ACSS1 ACSS2 ADA ADA2 ADAL ADCY1 ADCY10 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ADI1 ADK ADSL ADSS1 ADSS2 AFMID AGK AGMAT AGO1 AGO2 AGO3 AGO4 AGXT AGXT2 AIMP1 AIMP2 AIRE AJUBA AK1 AK2 AK3 AK4 AK5 AKR1A1 AKT1 AKT2 ALAD ALAS1 ALAS2 ALDH18A1 ALDH1A1 ALDH2 ALDH3B1 ALDH3B2 ALDH7A1 ALDH9A1 ALDOA ALG1 ALG10 ALG10B ALG11 ALG12 ALG13 ALG14 ALG1L2 ALG2 ALG3 ALG5 ALG6 ALG8 ALG9 ALKBH1 ALOX12B ALOXE3 AMD1 AMPD1 AMPD2 AMPD3 ANG ANGPT1 ANKZF1 ANTKMT AP2A1 APEH APIP APLP1 APOA1 APOA2 APOB APOBEC1 APOE APP APRT AQP11 ARFGEF1 ARG1 ARG2 ASAH1 ASAH2 ASCC2 ASCC3 ASL ASMT ASNS ASNSD1 ASPDH ASS1 ATF4 ATG10 ATG101 ATG12 ATG13 ATG16L1 ATG5 ATG7 ATIC ATP2B4 ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5F1EP2 ATP5IF1 ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5MGL ATP5MJ ATP5MK ATP5PB ATP5PD ATP5PF ATP5PO ATP6V0C ATP6V1A ATP7A ATPSCKMT ATXN2 AURKAIP1 AZIN1 AZIN2 B3GALNT1 B3GALNT2 B3GALT1 B3GALT2 B3GALT4 B3GALT5 B3GALT6 B3GALT9 B3GAT1 B3GAT2 B3GAT3 B3GLCT B3GNT2 B3GNT3 B3GNT4 B3GNT5 B3GNT6 B3GNT7 B3GNT8 B3GNT9 B4GALNT1 B4GALNT2 B4GALT1 B4GALT3 B4GALT4 B4GALT5 B4GALT6 B4GALT7 B4GAT1 BACE1-AS BACE2 BANK1 BARHL2 BBOX1 BCAT1 BCAT2 BCL10 BCL2 BCL3 BDH2 BHMT BHMT2 BMPR1B BMPR2 BOLL BTG2 BZW1 BZW2 C1GALT1 C1GALT1C1 C1GALT1C1L C1QBP C20orf173 C6orf52 C8orf88 C9orf64 CAD CALR CANT1 CAPN2 CAPRIN1 CAPRIN2 CARD9 CARNS1 CARS1 CARS2 CASC3 CBS CCL19 CCL21 CCL5 CCN1 CCR7 CD28 CD80 CD84 CD86 CDA CDC123 CDK5RAP1 CDKAL1 CDO1 CDS1 CEBPA CELF1 CELF4 CEMIP CEPT1 CERKL CERS1 CERS2 CERS3 CERS4 CERS5 CERS6 CHAC1 CHAC2 CHAT CHCHD1 CHDH CHKA CHKB CHP1 CHPF CHPF2 CHPT1 CHST1 CHST10 CHST11 CHST12 CHST13 CHST14 CHST15 CHST2 CHST3 CHST4 CHST5 CHST6 CHST7 CHST8 CHST9 CHSY1 CHSY3 CIRBP CKB CKM CKMT1A CKMT1B CKMT2 CLIP3 CLN3 CLN8 CLTC CMPK1 CMPK2 CNBP CNOT1 CNOT10 CNOT11 CNOT2 CNOT3 CNOT4 CNOT6 CNOT6L CNOT7 CNOT8 CNOT9 COA3 COASY COG3 COG7 COPS5 COX10 COX11 COX15 CPEB1 CPEB2 CPEB3 CPEB4 CPOX CPS1 CRPPA CSAD CSDE1 CSGALNACT1 CSGALNACT2 CSNK1G2 CSNK2A1 CTH CTIF CTNNB1 CTPS1 CTPS2 CWH43 CYFIP1 CYP1B1 CYP4F22 CYTL1 DAD1 DALRD3 DAO DAP DAP3 DAPK1 DAPK3 DAPL1 DARS1 DARS2 DAZ1 DAZ2 DAZ3 DAZ4 DAZL DBH DBI DCAKD DCK DCP1A DCP1B DCP2 DCPS DDC DDOST DDX1 DDX25 DDX3X DDX6 DEGS1 DEGS2 DENR DERL3 DGUOK DHDDS DHFR DHFR2 DHFRP1 DHODH DHPS DHRS7B DHX29 DHX33 DHX36 DHX9 DIO2 DIP2A DIS3 DIS3L2 DLAT DLD DMAC2L DMD DNAJC1 DNAJC3 DNAJC30 DND1 DOLK DOLPP1 DPAGT1 DPM1 DPM2 DPM3 DPY19L1 DPY19L2 DPY19L2P2 DPY19L3 DPY19L4 DPYD DRG1 DRG2 DSE DSEL DTYMK DUS3L DUT EARS2 EEF1A1 EEF1A1P5 EEF1A2 EEF1B2 EEF1D EEF1E1 EEF1G EEF2 EEF2K EEFSEC EFL1 EFTUD2 EGF EIF1 EIF1AD EIF1AX EIF1AY EIF1B EIF2A EIF2AK1 EIF2AK2 EIF2AK3 EIF2AK4 EIF2B1 EIF2B2 EIF2B3 EIF2B4 EIF2B5 EIF2D EIF2S1 EIF2S2 EIF2S3 EIF2S3B EIF3A EIF3B EIF3C EIF3CL EIF3D EIF3E EIF3F EIF3G EIF3H EIF3I EIF3J EIF3K EIF3L EIF3M EIF4A1 EIF4A2 EIF4A3 EIF4B EIF4E EIF4E1B EIF4E2 EIF4E3 EIF4EBP1 EIF4EBP2 EIF4EBP3 EIF4ENIF1 EIF4G1 EIF4G2 EIF4G3 EIF4H EIF5 EIF5A EIF5A2 EIF5AL1 EIF5B EIF6 ELAC1 ELANE ELAVL1 ELAVL4 ELOVL1 ELOVL2 ELOVL3 ELOVL4 ELOVL5 ELOVL6 ELOVL7 ELP1 ELP2 ELP3 ELP4 ELP5 ELP6 ENC1 ENO1 ENOPH1 ENPP7 ENSG00000274276 ENSG00000276759 ENSG00000290147 ENTPD5 EOGT EPHA4 EPO EPRS1 ERBB2 ETF1 EXOSC2 EXOSC3 EXOSC5 EXOSC7 EXOSC8 EXOSC9 EXT1 EXT2 EXTL1 EXTL2 EXTL3 FA2H FABP3 FABP5 FAM20B FARS2 FARSA FARSB FASTKD2 FASTKD3 FAU FECH FKRP FKTN FLAD1 FLCN FLVCR1 FMO1 FMO3 FMR1 FOXL1 FOXO3 FPGS FTO FTSJ1 FURIN FUT1 FUT10 FUT2 FUT3 FUT4 FUT5 FUT6 FUT7 FUT8 FUT9 FXN FXR1 FXR2 GAD1 GAD2 GADD45GIP1 GAL3ST1 GAL3ST2 GAL3ST3 GAL3ST4 GALNT1 GALNT10 GALNT11 GALNT12 GALNT13 GALNT14 GALNT15 GALNT16 GALNT17 GALNT18 GALNT2 GALNT3 GALNT4 GALNT5 GALNT6 GALNT7 GALNT8 GALNT9 GALNTL5 GALNTL6 GAMT GAPDH GARS1 GART GATA1 GATA3 GATB GATC GATM GBA1 GCDH GCH1 GCLC GCLM GCN1 GCNT1 GCNT2 GCNT3 GCNT4 GEMIN5 GFM1 GFM2 GFPT1 GFPT2 GGT1 GGT2P GGT3P GGT5 GGT6 GGT7 GGTA1 GGTLC1 GGTLC2 GGTLC3 GIGYF2 GJA8 GLCE GLS GLS2 GLUD1 GLUD2 GLUL GMPPB GMPS GOLGA2 GOLGA7 GOLGA7B GOLPH3 GOT1 GOT1L1 GOT2 GPAA1 GPAT4 GPHN GPR37 GRB7 GRM5 GSPT1 GSPT2 GSS GSTA1 GSTM1 GSTP1 GTPBP1 GTPBP2 GUCA1A GUCA1B GUCY1A1 GUCY1A2 GUCY1B1 GUCY2C GUCY2D GUCY2F GUF1 GUK1 GXYLT1 GXYLT2 GZMB H19 HAAO HABP4 HACD1 HACD2 HACD3 HACD4 HAGH HAND2 HAO1 HARS1 HARS2 HAS1 HAS2 HAS3 HBEGF HBS1L HDC HEXA HHAT HHATL HIF1A HMBS HNRNPD HNRNPR HNRNPU HPRT1 HRURF HS2ST1 HS3ST1 HS3ST2 HS3ST3A1 HS3ST3B1 HS3ST4 HS3ST5 HS3ST6 HS6ST1 HS6ST2 HS6ST3 HSD17B12 HSPB1 HTD2 HYAL1 HYDIN2 IARS1 IARS2 IBA57 IDO1 IDO2 IFRD2 IGF1 IGF2BP1 IGF2BP2 IGF2BP3 IGFBP5 IL12B IL15 IL17D IL17F IL18 IL1B IL23A IL23R IL33 IL4 IL6 ILF3 ILVBL IMPACT IMPDH1 IMPDH2 INHA INHBA INHBB INPP5E INSM1 IREB2 IRGM ISL1 ITGA2 ITM2A ITM2B ITM2C JAK3 JMJD4 KARS1 KBTBD8 KDSR KHDRBS1 KHSRP KL KLF4 KLHDC10 KLHL25 KMO KRT13 KRT17 KRTCAP2 KYNU LARGE1 LARGE2 LARP1 LARP1B LARP4 LARP4B LARP6 LARS1 LARS2 LCAT LCMT2 LDB1 LDHC LGALS4 LGSN LILRA2 LIMD1 LIN28A LINC01145 LINC01783 LINC02591 LIPA LOC112267871 LPCAT1 LPCAT2 LPCAT3 LRPPRC LRRC47 LSM1 LSM14A LSM14B LTN1 LTO1 MAGOH MAGT1 MALSU1 MAN1C1 MAPKAPK5 MARS1 MARS2 MBOAT4 MCTS1 MCTS2 METAP1 METTL14 METTL16 METTL17 METTL18 METTL3 METTL5 METTL8 MEX3D MFSD2A MGAT1 MGAT2 MGAT3 MGAT4A MGAT4B MGAT4C MGAT4D MGAT5 MGAT5B MGST2 MIF4GD MIR1-1 MIR100 MIR101-1 MIR103A1 MIR103B1 MIR106A MIR106B MIR107 MIR10B MIR125A MIR125B1 MIR126 MIR1271 MIR128-1 MIR130A MIR132 MIR133A1 MIR133B MIR134 MIR135B MIR137 MIR138-1 MIR140 MIR144 MIR145 MIR146A MIR147A MIR148A MIR148B MIR149 MIR151A MIR153-1 MIR15A MIR15B MIR16-1 MIR17 MIR181A2 MIR181B1 MIR181C MIR181D MIR182 MIR185 MIR18A MIR190B MIR191 MIR192 MIR195 MIR199A1 MIR19B1 MIR200B MIR200C MIR204 MIR205 MIR206 MIR208A MIR20A MIR21 MIR210 MIR212 MIR214 MIR218-1 MIR221 MIR222 MIR223 MIR23A MIR24-1 MIR26B MIR27A MIR27B MIR28 MIR298 MIR299 MIR29A MIR29B1 MIR29C MIR302A MIR302C MIR30B MIR31 MIR323A MIR326 MIR342 MIR345 MIR346 MIR365A MIR373 MIR378A MIR379 MIR423 MIR4286 MIR448 MIR455 MIR483 MIR485 MIR486-1 MIR491 MIR495 MIR497 MIR499A MIR503 MIR517A MIR517C MIR518B MIR520B MIR520C MIR520E MIR543 MIR562 MIR564 MIR590 MIR608 MIR6086 MIR625 MIR644A MIR655 MIR659 MIR663A MIR665 MIR675 MIR877 MIR885 MIR9-1 MIR92A1 MIR93 MIR939 MIR96 MIR98 MIRLET7A1 MIRLET7B MIRLET7E MIRLET7I MKNK1 MKNK2 MLEC MLH1 MLYCD MMUT MOCOS MOCS1 MOCS2 MOCS3 MOGS MOV10 MOXD1 MOXD2P MPC2 MPDU1 MPPE1 MPV17L2 MRI1 MRPL1 MRPL10 MRPL11 MRPL12 MRPL13 MRPL14 MRPL15 MRPL16 MRPL17 MRPL18 MRPL19 MRPL2 MRPL20 MRPL21 MRPL22 MRPL23 MRPL24 MRPL27 MRPL28 MRPL3 MRPL30 MRPL32 MRPL33 MRPL34 MRPL35 MRPL36 MRPL37 MRPL38 MRPL39 MRPL4 MRPL40 MRPL41 MRPL42 MRPL43 MRPL44 MRPL45 MRPL46 MRPL47 MRPL48 MRPL49 MRPL50 MRPL51 MRPL52 MRPL53 MRPL54 MRPL55 MRPL57 MRPL58 MRPL9 MRPS10 MRPS11 MRPS12 MRPS14 MRPS15 MRPS16 MRPS17 MRPS18A MRPS18B MRPS18C MRPS2 MRPS21 MRPS22 MRPS23 MRPS24 MRPS25 MRPS26 MRPS27 MRPS28 MRPS30 MRPS31 MRPS33 MRPS34 MRPS35 MRPS5 MRPS6 MRPS7 MRPS9 MRRF MSI1 MSI2 MT-ATP6 MT-ATP8 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MT-TS1 MTAP MTFMT MTG1 MTG2 MTHFD1 MTHFD2L MTHFR MTHFS MTIF2 MTIF3 MTOR MTPN MTR MTRES1 MTRF1 MTRF1L MTRFR MTRR MUSTN1 NADK NADK2 NADSYN1 NAGS NAMPT NANOS1 NANOS2 NANOS3 NANP NAPRT NARS1 NARS2 NAT10 NAXD NCBP1 NCBP2 NCK1 NCK2 NCL NCSTN NDST1 NDST2 NDST3 NDST4 NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA3 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFB1 NDUFB10 NDUFB11 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 NECAB1 NECAB2 NECAB3 NEMF NEURL1 NFE2L1 NFE2L2 NFKB1 NFS1 NGDN NGRN NHLRC1 NHLRC3 NIBAN1 NME1 NME2 NME2P1 NME3 NME4 NME5 NME6 NME7 NME9 NMNAT1 NMNAT2 NMNAT3 NMRK1 NMRK2 NMT1 NMT2 NNMT NOCT NOD2 NOLC1 NOS1 NOS2 NOS3 NOXRED1 NPC1 NPM1 NPPA NPPB NPPC NPR1 NPR2 NR4A2 NSUN3 NSUN5 NT5C3B NT5E NUDT12 NUDT14 NUDT2 NUS1 OAT OAZ1 OAZ2 OAZ3 ODC1 OGA OGFOD1 OGT ORMDL1 ORMDL2 ORMDL3 OSBP OST4 OSTC OTC P2RX1 P2RX7 PA2G4 PABPC1 PABPC4 PABPN1L PADI6 PAEP PAH PAICS PAIP1 PAIP2 PAIP2B PAM PAN2 PAN3 PANK1 PANK2 PANK3 PANK4 PAOX PAPSS1 PAPSS2 PARK7 PARN PARP1 PARP10 PARP16 PARP9 PARS2 PASK PATL1 PATL2 PAWR PCBD1 PCBD2 PCIF1 PCSK1 PCSK5 PCYT1A PCYT1B PDE12 PDF PDGFB PDHA1 PDHA2 PDHB PDHX PDK1 PDK2 PDK3 PDK4 PDXK PELO PEMT PER1 PER2 PFAS PGAP1 PGAP2 PGAP3 PGAP4 PGM2 PGM3 PGRMC1 PHGDH PHLDA1 PID1 PIGA PIGB PIGC PIGF PIGG PIGH PIGK PIGL PIGM PIGN PIGO PIGP PIGQ PIGS PIGT PIGU PIGV PIGW PIGY PIGZ PIK3C3 PINK1 PIWIL1 PIWIL2 PIWIL3 PIWIL4 PKM PKP3 PLA2G4A PLA2G4C PLA2G6 PLCB1 PLD1 PLEKHN1 PLOD1 PLOD2 PLOD3 PLPP1 PLPP2 PLPP3 PLSCR1 PLXNB2 PMM1 PMM2 PNLDC1 PNMT PNP PNPLA1 PNPO PNPT1 POFUT1 POFUT2 POGLUT1 POGLUT2 POGLUT3 POLDIP3 POLR2G POMGNT1 POMGNT2 POMK POMT1 POMT2 PORCN PPARA PPARGC1A PPAT PPCDC PPCS PPM1A PPM1B PPM1L PPOX PPP1CA PPP1R15A PPP1R15B PPT1 PPT2 PRG3 PRKAA1 PRKAG2 PRKCD PRKD1 PRKD2 PRKD3 PRKDC PRMT1 PRPS1 PRPS1L1 PRPS2 PRPSAP1 PRPSAP2 PRR16 PRTFDC1 PSAT1 PSPH PSTK PTAFR PTCD1 PTCD3 PTDSS1 PTDSS2 PTGIS PTK2B PTRH1 PTS PUM1 PUM2 PUM3 PURA PUS7 PXYLP1 PYCR1 PYCR2 PYCR3 PYM1 QARS1 QDPR QKI QPRT QRSL1 RAB38 RAB3GAP1 RAB3GAP2 RABL3 RACK1 RAMP1 RARA RARS1 RARS2 RASGRP1 RB1CC1 RBM24 RBM3 RBM4 RBM4B RBM8A RC3H1 RC3H2 RCC1L RCHY1 RD3 RFK RFT1 RGS2 RIDA RIGI RMND1 RNF139 RNF14 RNF25 ROCK1 ROCK2 RPL10 RPL10A RPL10L RPL11 RPL12 RPL13 RPL13A RPL13AP3 RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL22L1 RPL23 RPL23A RPL24 RPL26 RPL26L1 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL36AL RPL37 RPL37A RPL37AP8 RPL38 RPL39 RPL39L RPL39P5 RPL3L RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP0P6 RPLP1 RPLP2 RPN1 RPN2 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS6KA1 RPS6KA3 RPS6KB1 RPS6KB2 RPS7 RPS8 RPS9 RPSA RPSA2 RPUSD3 RPUSD4 RRBP1 RSAD1 RSL24D1 RWDD1 RXYLT1 SAMD4A SAMD4B SAMD8 SARNP SARS1 SARS2 SAT1 SAT2 SDHA SDHB SDHC SDHD SDS SDSL SECISBP2 SECISBP2L SELENOK SELENOT SEPHS1 SEPHS2 SEPSECS SERBP1 SERINC3 SERINC5 SERP1 SESN2 SGMS1 SGMS2 SGPL1 SGPP1 SGPP2 SH3BGRL SHFL SHMT1 SHMT2 SIRT3 SKIC2 SKIC3 SKIC8 SLBP SLC10A7 SLC11A2 SLC19A2 SLC19A3 SLC1A1 SLC1A2 SLC1A3 SLC22A13 SLC25A1 SLC25A13 SLC25A15 SLC25A16 SLC25A19 SLC25A2 SLC25A37 SLC25A38 SLC25A39 SLC27A1 SLC27A2 SLC2A10 SLC30A5 SLC35B2 SLC35C1 SLC35D2 SLC38A1 SLC39A8 SLC44A1 SLC44A2 SLC44A3 SLC44A4 SLC44A5 SLC4A7 SLC51B SLC52A3 SLC5A7 SLC5A8 SLC6A3 SLC6A9 SLC7A11 SMOX SMPD1 SMPD2 SMPD3 SMPD4 SMS SNCA SOAT1 SOX4 SPHK1 SPHK2 SPNS2 SPR SPTA1 SPTLC1 SPTLC2 SPTLC3 SPTSSA SPTSSB SRBD1 SRD5A3 SRM SRP9 SRR SRRD SSB ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST3GAL5 ST3GAL6 ST6GAL1 ST6GALNAC1 ST6GALNAC2 ST6GALNAC3 ST6GALNAC4 ST6GALNAC5 ST6GALNAC6 ST8SIA1 ST8SIA2 ST8SIA3 ST8SIA4 ST8SIA5 ST8SIA6 STOML2 STT3A STT3B SUCLA2 SULT1A2 SVIP SYK SYNCRIP TACO1 TAFAZZIN TARBP2 TARDBP TARS1 TARS2 TARS3 TBPL1 TCF25 TCF7L2 TCOF1 TECR TENT4A TENT4B TENT5B TET1 TET2 TET3 TGFB1 TGFB2 TH THBS1 THTPA TIA1 TK1 TK2 TLCD3B TLR9 TM9SF2 TMED2 TMEM106A TMEM14A TMEM14B TMEM14C TMEM14DP TMEM14EP TMEM165 TMEM258 TMEM59 TMLHE TMSB4X TMTC1 TMTC2 TMTC3 TMTC4 TNF TNIP1 TNKS1BP1 TNRC6A TNRC6B TNRC6C TOB1 TPH1 TPH2 TPK1 TPR TRAK1 TRAP1 TREM2 TREX1 TRIM2 TRIM3 TRIM71 TRIP4 TRMT10C TRMT12 TRNAU1AP TRNT1 TRUB2 TSC1 TSFM TSPO TUFM TUSC3 TUT4 TUT7 TYMS TYW1 TYW1B TYW3 TYW5 UBA52 UBE2J1 UCK1 UCK2 UCKL1 UCN UGCG UGDH UGGT1 UGGT2 UGT8 UHMK1 ULK1 UMPS UNK UPB1 UPF1 UPF3A UPF3B UPP1 UPP2 UPRT UQCC2 UQCC3 UROD UROS USP10 USP16 UST VAPA VARS1 VARS2 VCP VIM VPS35 VPS9D1 WARS1 WARS2 WDR45 WDR45B WFS1 WIPI1 WIPI2 WTIP XRN1 XXYLT1 XYLT1 XYLT2 YARS1 YARS2 YBX1 YBX2 YBX3 YTHDF1 YTHDF2 YTHDF3 ZAR1 ZAR1L ZC3H12A ZC3H12D ZC3H15 ZCCHC13 ZCCHC4 ZDHHC1 ZDHHC11 ZDHHC11B ZDHHC12 ZDHHC13 ZDHHC14 ZDHHC15 ZDHHC16 ZDHHC17 ZDHHC18 ZDHHC19 ZDHHC2 ZDHHC20 ZDHHC21 ZDHHC22 ZDHHC23 ZDHHC24 ZDHHC3 ZDHHC4 ZDHHC5 ZDHHC6 ZDHHC7 ZDHHC8 ZDHHC9 ZFP36 ZFP36L1 ZFP36L2 ZNF385A ZNF540 ZNF598 ZNF706 GOBP_ORGANONITROGEN_COMPOUND_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ORGANONITROGEN_COMPOUND_CATABOLIC_PROCESS AADAT AASS ABAT ABCA2 ABCC1 ABCC2 ABCD1 ABHD10 ABHD12 ABHD12B ABHD16A ABHD16B ABHD17A ABHD17B ABHD17C ACAD8 ACADL ACADSB ACAT1 ACE ACER1 ACER2 ACER3 ACHE ACMSD ACOT7 ACR ADA ADA2 ADAL ADAM10 ADAM8 ADAM9 ADAMTS12 ADAMTS13 ADAMTS7 ADGRB1 ADHFE1 ADRA2A ADRM1 AFG1L AFMID AGAP2 AGAP3 AGBL4 AGTPBP1 AGXT AGXT2 AICDA AKIRIN2 AKT1 ALAD ALDH4A1 ALDH5A1 ALDH6A1 ALDH7A1 ALDH8A1 ALLC AMBP AMBRA1 AMDHD1 AMDHD2 AMER1 AMFR AMN1 AMPD3 AMT ANAPC1 ANAPC10 ANAPC11 ANAPC13 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 ANKIB1 ANKRD9 ANKZF1 ANPEP ANXA2 APC APC2 APOB APOBEC1 APOBEC2 APOBEC3A APOBEC3B APOBEC3C APOBEC3D APOBEC3F APOBEC3G APOBEC3H APOC1 APOE APPBP2 AQP11 ARAF AREL1 ARG1 ARG2 ARHGAP11B ARIH1 ARIH2 ARMC8 ARRB1 ARRB2 ARRDC1 ASAH1 ASAH2 ASAH2B ASB11 ASB2 ASB5 ASB9 ASCC2 ASCC3 ASPA ASRGL1 ATE1 ATF6 ATG5 ATG7 ATM ATP13A2 ATP2B4 ATP5IF1 ATRAID ATXN3 AUH AUP1 AURKA AXIN1 AXIN2 AZIN1 AZIN2 BAG2 BAG3 BAG5 BAG6 BANP BAP1 BARD1 BBS7 BCAP31 BCAT2 BCHE BCKDHA BCKDHB BCKDK BFAR BHMT BIRC2 BLMH BLVRA BLVRB BMAL1 BNIP3 BNIP3L BRSK2 BTK BTRC C17orf97 C18orf25 C4BPA C4BPB CACUL1 CALR CALR3 CAMLG CANX CAPN2 CAPN3 CARNMT1 CARNS1 CASP3 CASP7 CASP8 CAV1 CAV3 CBFA2T3 CBL CBLB CBLC CBS CCAR1 CCAR2 CCDC115 CCDC22 CCDC47 CCNF CD44 CD81 CDA CDADC1 CDC16 CDC20 CDC20B CDC23 CDC26 CDC27 CDC34 CDH1 CDK2 CDK5RAP3 CDKN1B CDO1 CEACAM1 CEBPA CEL CELA1 CELA2A CEMIP CEMIP2 CENATAC CHDH CHEK2 CHFR CHI3L1 CHI3L2 CHIA CHIT1 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CLGN CLN3 CLN5 CLN6 CLN8 CLOCK CLPP CLPX CLU CMA1 CNOT4 COLQ COMMD1 COMT COP1 COPS3 CPA1 CPA2 CPB2 CPN1 CPQ CRBN CRMP1 CRYM CSAD CSNK1A1 CSNK1D CSNK1E CSNK2A1 CSNK2A2 CST3 CTBS CTNNB1 CTRL CTSA CTSB CTSC CTSD CTSF CTSH CTSK CTSL CTSO CTSS CTSV CTSW CTSZ CUL1 CUL2 CUL3 CUL4A CUL4B CUL5 CUL7 CUL9 CYP2D6 CYP3A4 CYP3A5 CYP51A1 DAB2 DAB2IP DACT1 DAO DBH DBT DCAF1 DCAF11 DCAF12 DCAF13 DCST1 DCTPP1 DDA1 DDAH1 DDAH2 DDB1 DDI1 DDI2 DDIT3 DDO DDRGK1 DEDD DENND3 DERA DERL1 DERL2 DERL3 DESI1 DET1 DHPS DIO3 DISC1 DLD DLST DMAC2 DMGDH DNAAF4 DNAJB12 DNAJB2 DNAJB9 DNAJC10 DNAJC3 DNPH1 DPEP1 DPEP2 DPP3 DPP7 DPYD DPYS DPYSL2 DPYSL3 DPYSL4 DPYSL5 DTL DTX3L DTX4 DUT DVL1 ECE1 ECHS1 ECPAS ECRG4 ECSCR EDEM1 EDEM2 EDEM3 EEF1A1 EEF1A2 EFNA1 EGF EGFR EGLN2 EIF3H ELANE ELOB ELOC ENC1 ENOSF1 ENPEP ENPP2 ENPP4 ENPP7 ENSG00000274276 ENSG00000276759 ENTPD4 ENTPD5 ENTPD7 EPHA4 ERAP1 ERAP2 ERCC8 ERLEC1 ERLIN1 ERLIN2 ETFA ETFB EXT1 EZR F8A1 F8A2 F8A3 FAF1 FAF2 FAH FAM83D FAM8A1 FAP FBXL12 FBXL13 FBXL14 FBXL15 FBXL16 FBXL17 FBXL18 FBXL19 FBXL2 FBXL20 FBXL21P FBXL22 FBXL3 FBXL4 FBXL5 FBXL6 FBXL7 FBXL8 FBXO10 FBXO11 FBXO17 FBXO2 FBXO21 FBXO22 FBXO27 FBXO3 FBXO31 FBXO33 FBXO38 FBXO39 FBXO4 FBXO44 FBXO45 FBXO48 FBXO6 FBXO7 FBXO8 FBXO9 FBXW11 FBXW4 FBXW5 FBXW7 FBXW8 FEM1A FEM1B FEM1C FGF2 FHIT FITM2 FLNA FMN2 FMO1 FMR1 FOXF2 FOXO1 FOXRED2 FTCD FUCA1 FURIN FYN FZR1 GABARAP GABARAPL2 GAD1 GAD2 GALC GBA1 GBA2 GBA3 GCAT GCLC GCSH GDA GDPD3 GET4 GFAP GGA1 GGA3 GGACT GID4 GID8 GIPC1 GLA GLB1 GLDC GLMN GLS GLS2 GLUD1 GLUD2 GLUL GM2A GNA12 GNPDA1 GNPDA2 GNS GOT1 GOT2 GPC1 GPC3 GPLD1 GPT GPT2 GPX1 GRIN2A GRIN2C GSK3A GSK3B GSTZ1 GUSB GZMA GZMB HAAO HACE1 HAL HAMP HDAC6 HDC HECTD1 HECTD3 HERC2 HERC3 HERC4 HERC5 HERC6 HERPUD1 HEXA HEXB HFE HGD HGS HGSNAT HIBADH HIBCH HINT1 HIPK2 HM13 HMGCL HMGCLL1 HMGCR HMMR HMOX1 HMOX2 HNMT HOGA1 HPD HPRT1 HPSE HSD17B10 HSP90AA1 HSP90AB1 HSP90B1 HSPA1A HSPA1B HSPA5 HSPA8 HSPBP1 HTRA2 HYAL1 HYAL2 HYAL3 HYAL4 HYKK IDE IDO1 IDO2 IDS IDUA IER3 IFI27 IFNG IKBKG IL10 IL17RA IL1B IL33 IL4I1 INS IRAK3 ISG15 ITCH ITPA IVD JKAMP KAT5 KBTBD6 KBTBD7 KCNE2 KCTD10 KCTD13 KCTD17 KCTD2 KCTD21 KCTD5 KCTD6 KEAP1 KIF14 KLHDC1 KLHDC10 KLHDC2 KLHDC3 KLHL15 KLHL20 KLHL22 KLHL25 KLHL3 KLHL40 KLHL42 KLHL8 KMO KYAT1 KYAT3 KYNU L3MBTL3 LAMP2 LAMP3 LAPTM4B LAPTM5 LATS1 LCT LDLR LGMN LIPA LIPC LNPEP LNX1 LONP1 LONP2 LPCAT1 LRIG2 LRP1 LRP2 LRRK2 LRSAM1 LTA4H LTN1 LVRN LYG1 LYG2 LYPLA1 LYPLA2 LYPLAL1 LYVE1 MAD2L1 MAD2L2 MAEA MAGEA2 MAGEA2B MAGEC2 MAGEF1 MALT1 MAN1A1 MAN1A2 MAN1B1 MAN1C1 MANBA MAOA MAOB MAP1A MAPK9 MARCHF2 MARCHF6 MARCHF7 MARVELD3 MAT1A MBD4 MCCC1 MCCC2 MDM2 MDM4 MFSD8 MGAT3 MIB1 MIR181B1 MIR21 MKRN2 MLYCD MME MMP12 MMP2 MMP20 MOXD1 MOXD2P MPST MSN MTA1 MTAP MTHFS MTM1 MTOR MTRR MVB12A MVB12B MYCBP2 MYLIP N4BP1 NAALADL1 NAE1 NAGK NAGLU NCCRP1 NDFIP1 NDFIP2 NDUFA13 NEDD4 NEDD4L NEDD8 NEIL1 NEIL2 NELL1 NEMF NEU1 NEU2 NEU3 NEU4 NFE2L2 NGLY1 NHLRC1 NHLRC3 NKD1 NKD2 NOP53 NOS1 NOS2 NOS3 NOTCH1 NOTUM NPEPPS NPEPPSP1 NPL NPLOC4 NQO1 NR1D1 NRDC NSF NSFL1C NT5C NT5C1A NT5C1B NT5C2 NT5E NT5M NTAN1 NTHL1 NUB1 NUDT1 NUDT10 NUDT11 NUDT12 NUDT13 NUDT15 NUDT16 NUDT17 NUDT18 NUDT19 NUDT3 NUDT4 NUDT4B NUDT7 NUDT8 NUDT9 NUPR1 OAT OAZ1 OAZ2 OAZ3 ODC1 OGA OGG1 OGT OMA1 OPHN1 OS9 OSBPL7 OTC OTUD7A OTUD7B OVGP1 P2RX7 PABIR1 PACSIN3 PAH PANO1 PAOX PAPPA PARK7 PBK PCBP2 PCNP PCSK9 PCYOX1 PCYOX1L PDCD6IP PDCL3 PDE10A PDE1A PDE2A PDE4A PDE4B PDE4C PDE4D PDE5A PDE7A PDE7B PDE8A PDE8B PDE9A PDLIM2 PDXP PELI1 PEX10 PEX12 PGLYRP1 PGLYRP2 PGLYRP3 PGLYRP4 PGPEP1 PHB1 PHF20L1 PIAS1 PIN1 PINK1 PIPOX PISD PITHD1 PJA1 PJA2 PKD1 PLA2G10 PLA2G15 PLA2G4A PLA2G5 PLA2G6 PLA2G7 PLAA PLB1 PLK1 PLK2 PLK3 PM20D2 PMAIP1 PML PNLIPRP2 PNP PNPLA7 PNPLA8 PPP1R11 PPP2CB PPP2R5C PPT1 PRAME PRAMEF6 PRAMEF9 PRICKLE1 PRKACA PRKCD PRKCG PRKN PRMT6 PRODH PRODH2 PRPF19 PRSS16 PRTFDC1 PSEN1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME3IP1 PSME4 PSMF1 PTEN PTK2 PTK2B PTPN23 PTPN3 PYHIN1 QDPR QPRT QRICH2 RAB12 RAB7A RACK1 RAD23A RAD23B RBBP6 RBCK1 RBX1 RC3H1 RC3H2 RCHY1 RCN3 RDX RELA RENBP RFFL RFPL1 RGMA RGN RGP1 RHBDD1 RHBDD2 RHBDD3 RHBDF1 RHOBTB3 RIC1 RIDA RILP RIPK1 RLIM RMND5A RMND5B RNF10 RNF103 RNF11 RNF111 RNF114 RNF115 RNF121 RNF122 RNF123 RNF125 RNF126 RNF128 RNF13 RNF130 RNF133 RNF139 RNF14 RNF144A RNF144B RNF146 RNF148 RNF149 RNF150 RNF165 RNF166 RNF167 RNF168 RNF175 RNF180 RNF185 RNF186 RNF187 RNF19A RNF19B RNF20 RNF213 RNF215 RNF216 RNF217 RNF25 RNF26 RNF34 RNF4 RNF40 RNF41 RNF43 RNF5 RNF6 RNF7 RNF8 RNFT1 RNFT2 ROCK1 RPGR RPL11 RPL23 RPL5 RPS27A RPS7 RSPRY1 RYBP SAMHD1 SARDH SARM1 SAT1 SCARB1 SCLY SDF2L1 SDS SDSL SEC22B SEC61B SEL1L SEL1L2 SELENOS SERPINB12 SERPINE2 SF3B3 SGPL1 SGSH SGSM3 SGTA SH3BGRL SH3D19 SH3RF1 SH3RF2 SH3RF3 SHARPIN SHH SHMT1 SHMT2 SIAH1 SIAH2 SIAH3 SIRT1 SIRT2 SIRT6 SKP1 SKP2 SLC16A3 SLC17A9 SLC25A21 SLC25A44 SLC44A1 SLC6A17 SLC6A3 SLC6A7 SLCO1B1 SLCO1B3 SLCO2B1 SMAD3 SMAD4 SMAD7 SMARCC1 SMOX SMPD1 SMPD2 SMPD3 SMPD4 SMPDL3A SMPDL3B SMUG1 SMURF1 SMURF2 SNCA SNF8 SNRNP70 SNX12 SNX3 SNX33 SNX5 SNX9 SOCS4 SOCS5 SOCS6 SORL1 SOX17 SOX9 SPAM1 SPATA18 SPHK1 SPOP SPOPL SPSB1 SPSB2 SPSB3 SPSB4 SQSTM1 ST14 STAB2 STAM STAM2 STT3B STUB1 STX5 STYX SUCLA2 SUCLG1 SUCLG2 SUFU SULT1A3 SULT1A4 SUMO1 SUMO2 SVIP SYVN1 TAF1 TAF9 TAT TBL1X TBL1XR1 TBX21 TCIRG1 TDG TDO2 TET1 TET2 TET3 TGFB1 TGFB1I1 THNSL2 TIMP1 TIMP2 TIMP3 TIMP4 TIPARP TLK2 TMEM106B TMEM129 TMEM132A TMEM168 TMEM199 TMEM259 TMEM67 TMEM9 TMF1 TMTC3 TMUB1 TMUB2 TNF TNFAIP1 TNFAIP3 TNFRSF1B TNFSF12 TOLLIP TOM1L1 TOPORS TOR1A TP53INP2 TPP1 TRAF2 TRAF4 TRAF7 TREM2 TRHDE TRIB1 TRIB2 TRIB3 TRIM13 TRIM2 TRIM21 TRIM24 TRIM25 TRIM3 TRIM31 TRIM32 TRIM38 TRIM39 TRIM40 TRIM45 TRIM58 TRIM67 TRIM71 TRIM72 TRIM9 TRIP12 TRIP4 TRPC4AP TSG101 TST TTC3 TTC36 TYMP UBA1 UBA52 UBA6 UBA7 UBAC2 UBAP1 UBAP1L UBB UBC UBD UBE2A UBE2B UBE2C UBE2D1 UBE2D2 UBE2D3 UBE2D4 UBE2E1 UBE2G1 UBE2G2 UBE2H UBE2I UBE2J1 UBE2J2 UBE2K UBE2L3 UBE2L5 UBE2L6 UBE2N UBE2R2 UBE2S UBE2W UBE2Z UBE3A UBE3B UBE3C UBE3D UBE4A UBE4B UBL4A UBL7 UBQLN1 UBQLN2 UBQLN3 UBQLN4 UBQLNL UBR1 UBR2 UBR3 UBR4 UBXN1 UBXN10 UBXN11 UBXN2A UBXN2B UBXN4 UBXN6 UBXN7 UBXN8 UCHL1 UCHL3 UCHL5 UFD1 UFL1 UGGT1 UGGT2 UGT1A1 UGT1A4 UHRF1 UMOD UNG UPB1 UPP1 UPP2 URAD UROC1 UROD USE1 USP13 USP14 USP17L24 USP17L6P USP19 USP25 USP26 USP28 USP33 USP38 USP44 USP5 USP7 USP8 USP9X UTP25 VCP VGLL4 VHL VIP VNN1 VPS11 VPS13A VPS25 VPS28 VPS35 VPS36 VPS37A VPS37B VPS37C VPS37D VPS4A VPS4B VPS54 WAC WDR26 WDR77 WDR81 WDR91 WFS1 WNT1 WNT10B WNT5A WWP1 WWP2 WWTR1 XBP1 XDH XPNPEP1 XPO1 YME1L1 YOD1 ZDHHC2 ZER1 ZFAND2A ZFAND2B ZMPSTE24 ZNF418 ZNF598 ZNRF1 ZNRF2 ZNRF3 ZNRF4 ZRANB1 ZSWIM8 ZYG11B GOBP_ORGANOPHOSPHATE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ORGANOPHOSPHATE_BIOSYNTHETIC_PROCESS ABCA2 ABCA8 ABHD3 ABHD4 ABHD5 ACACA ACACB ACAT1 ACLY ACMSD ACOT7 ACP6 ACSBG1 ACSBG2 ACSF3 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 ACSS1 ACSS2 ADA ADCY1 ADCY10 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ADCYAP1R1 ADGRF5 ADK ADSL ADSS1 ADSS2 AFMID AGPAT1 AGPAT2 AGPAT3 AGPAT4 AGPAT5 AJUBA AK1 AK2 AK3 AK4 AK5 AK6 AK7 AK8 AK9 AKR1A1 ALDOA ALOX15 AMPD1 AMPD2 AMPD3 ANTKMT APOA1 APOA2 APRT ASPDH ATG14 ATIC ATM ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5F1EP2 ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5MGL ATP5MJ ATP5MK ATP5PB ATP5PD ATP5PF ATP5PO ATP6V0C ATP6V1A ATPSCKMT AVPR1B BECN1 BMX BPNT1 BPNT2 CAD CAPN2 CD244 CDA CDIPT CDS1 CDS2 CEPT1 CHAT CHKA CHKB CHP1 CHPT1 CISH CKB CKM CKMT1A CKMT1B CKMT2 CLN3 CMPK1 CMPK2 COASY COX11 CPS1 CRLS1 CRYL1 CTPS1 CTPS2 CWH43 DCAKD DCK DCTD DCXR DGKA DGKB DGKD DGKE DGKG DGKH DGKQ DGKZ DGUOK DHDDS DHODH DHRS7B DIP2A DLAT DLD DMAC2L DNAJC30 DOLK DOLPP1 DPM1 DPM2 DPM3 DTYMK DUT EFR3A EFR3B ELOVL1 ELOVL2 ELOVL3 ELOVL4 ELOVL5 ELOVL6 ELOVL7 ENO1 ENSG00000276759 ENSG00000290147 ENTPD8 ETNK1 ETNK2 FABP3 FABP5 FADS1 FAR1 FCSK FDPS FGF2 FIG4 FITM1 FITM2 FLAD1 FLCN G6PD GARS1 GART GCDH GCH1 GGPS1 GK GK2 GK5 GMPS GNPAT GPAA1 GPAM GPAT2 GPAT3 GPAT4 GPER1 GPHN GUCA1A GUCA1B GUCY1A1 GUCY1A2 GUCY1B1 GUCY2C GUCY2D GUCY2F GUK1 H19 HAAO HACD1 HACD2 HDHD5 HEXB HMGCS1 HMGCS2 HPRT1 HRH1 HSD17B12 HTD2 HTR2A HTR2B HTR2C HYCC1 HYCC2 IDH1 IDI1 IDI2 IDO1 IDO2 IL4 IMPA1 IMPA2 IMPDH1 IMPDH2 INPP1 INPP4A INPP4B INPP5D INPP5E INPP5F INPP5J INPP5K INPPL1 IP6K1 IP6K2 IP6K3 IPMK IPPK ISYNA1 ITPKA ITPKB ITPKC KARS1 KMO KYNU LCAT LCLAT1 LDHC LHCGR LIPA LIPH LIPI LPCAT1 LPCAT2 LPCAT3 LPCAT4 LPGAT1 LPIN1 MAS1 MBOAT1 MBOAT2 MBOAT7 ME1 MFSD2A MIR30C1 MIR675 MLYCD MMUT MOCOS MOCS1 MOCS2 MOCS3 MPC2 MPPE1 MT-ATP6 MT-ATP8 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MTHFD1 MTHFD2L MTM1 MTMR1 MTMR14 MTMR2 MTMR3 MTMR4 MTMR6 MTMR7 MVD MVK NADK NADK2 NADSYN1 NAMPT NAPRT NAXD NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA3 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFB1 NDUFB10 NDUFB11 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 NFS1 NME1 NME2 NME2P1 NME3 NME4 NME5 NME6 NME7 NME9 NMNAT1 NMNAT2 NMNAT3 NMRK1 NMRK2 NNMT NOS1 NOS2 NOS3 NPPA NPPB NPPC NPR1 NPR2 NR1H4 NTSR1 NUDT12 NUDT2 NUS1 OCRL ORMDL1 ORMDL3 OSBP P2RY1 P2RY6 P3R3URF PAICS PANK1 PANK2 PANK3 PANK4 PAPSS1 PAPSS2 PARP1 PARP10 PARP16 PARP9 PCYT1A PCYT1B PCYT2 PDGFA PDGFB PDHA1 PDHA2 PDHB PDHX PDK1 PDK2 PDK3 PDK4 PDXK PEMT PFAS PGAP1 PGAP2 PGAP3 PGAP4 PGS1 PI4K2A PI4K2B PI4KA PI4KAP2 PI4KB PID1 PIGA PIGB PIGC PIGF PIGG PIGH PIGK PIGL PIGM PIGN PIGO PIGP PIGQ PIGS PIGT PIGU PIGV PIGW PIGY PIGZ PIK3C2A PIK3C2B PIK3C2G PIK3C3 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R4 PIKFYVE PINK1 PIP4K2A PIP4K2B PIP4K2C PIP5K1A PIP5K1B PIP5K1C PIP5KL1 PIPSL PISD PITPNM1 PITPNM2 PITPNM3 PLA2G4A PLA2G4C PLA2G6 PLAAT3 PLCG2 PLD1 PLD2 PLEK PLSCR1 PLSCR3 PMVK PNP PNPLA3 PNPO PPARA PPARGC1A PPAT PPCDC PPCS PPIP5K1 PPIP5K2 PPT1 PPT2 PRKAG2 PRKG1 PRPS1 PRPS1L1 PRPS2 PRPSAP1 PRPSAP2 PTAFR PTDSS1 PTDSS2 PTEN PTGIS PTH PTH1R PTK2B PTPMT1 PYGL QPRT RAB38 RD3 RFK RRM1 RRM2 RRM2B SACM1L SAMD8 SDHA SDHB SDHC SDHD SELENOI SERAC1 SERINC1 SERINC4 SERINC5 SGMS1 SGMS2 SH3YL1 SHMT1 SLA2 SLC19A2 SLC19A3 SLC22A13 SLC25A1 SLC25A13 SLC25A16 SLC25A19 SLC27A1 SLC27A2 SLC30A5 SLC44A1 SLC44A2 SLC44A3 SLC44A4 SLC44A5 SLC4A7 SLC52A3 SLC5A8 SMG1 SNCA SOCS1 SOCS2 SOCS3 SOCS4 SOCS5 SOCS6 SOCS7 SORD SPHK2 SPTLC1 SPTLC2 SRD5A3 STOML2 SYNJ1 SYNJ2 TAFAZZIN TAMM41 TBPL1 TECR TGFB1 THTPA TK1 TK2 TKT TMEM150A TMEM38B TMSB4X TPI1 TPK1 TPTE2 TREM2 TTC7A TTC7B TYMS UCK1 UCK2 UCKL1 UMPS UPP1 UPP2 UPRT UQCC3 UVRAG VAC14 VAPA VCP VPS9D1 XYLB GOBP_ORGANOPHOSPHATE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ORGANOPHOSPHATE_CATABOLIC_PROCESS ABCD1 ABHD12 ABHD12B ABHD16A ABHD16B ABHD6 ACAT1 ACOT7 ADA AMPD3 ANGPTL3 APOA2 APOC1 APOC2 CNP DCTPP1 DERA DNPH1 DPYD DPYS DUT ENPP1 ENPP2 ENPP3 ENPP6 ENPP7 ENSG00000276759 ENTPD1 ENTPD2 ENTPD3 ENTPD4 ENTPD5 ENTPD6 ENTPD7 ENTPD8 FHIT FITM2 GDA GDE1 GDPD1 GDPD3 GPCPD1 GPD1 GPD1L HINT1 HPRT1 IDH1 INPP5F ITPA LDLR LIPC LIPG MBD4 MLYCD NAPEPLD NEIL1 NEIL2 NT5C NT5C1A NT5C1B NT5C2 NT5E NT5M NTHL1 NTSR1 NUDT10 NUDT11 NUDT12 NUDT13 NUDT15 NUDT16 NUDT17 NUDT18 NUDT19 NUDT3 NUDT4 NUDT4B NUDT5 NUDT7 NUDT8 NUDT9 OGG1 PDE10A PDE1A PDE2A PDE4A PDE4B PDE4C PDE4D PDE5A PDE7A PDE7B PDE8A PDE8B PDE9A PDXP PLA2G10 PLA2G15 PLA2G4A PLA2G4B PLA2G4C PLA2G4D PLA2G4E PLA2G4F PLA2G5 PLA2G6 PLA2G7 PLB1 PLBD1 PLBD2 PLCB1 PLCG1 PLCG2 PLD1 PLD2 PLPP6 PNLIPRP2 PNP PNPLA6 PNPLA7 PNPLA8 PON1 PRDX6 PRKCD PRTFDC1 SAMHD1 SARM1 SCARB1 SMPD1 SMPD2 SMPD3 SMPD4 SMPDL3A SMPDL3B SMUG1 SUCLA2 SUCLG1 SUCLG2 TDG TYMP UNG UPB1 UPP1 UPP2 VCP VNN1 XDH GOBP_ORGANOPHOSPHATE_ESTER_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ORGANOPHOSPHATE_ESTER_TRANSPORT ABCA1 ABCA12 ABCA3 ABCA4 ABCA7 ABCB1 ABCB4 ABCC1 ABCC11 ABCC4 ABCC5 ABCC6 ABCD1 ABCG1 ABCG8 ADCY10 ANKH ANO3 ANO4 ANO6 ANO7 ANO9 APOA1 APOA2 APOA4 APOA5 APOC1 APOC2 APOC3 APOE ATG9A ATG9B ATP10A ATP10B ATP10D ATP11A ATP11B ATP11C ATP8A1 ATP8A2 ATP8B1 ATP8B2 ATP8B3 ATP8B4 ATP9A ATP9B BLTP1 C2CD2L CALHM1 CALHM3 CD47 CERT1 CETP CLPTM1L CPTP CR1 DBI EPG5 ESYT1 FASLG G6PC1 G6PC3 GJB1 GLTP GLTPD2 KCNN4 LDLR LRRC8A LRRC8C LRRC8D LRRC8E MFSD2A MTTP NPC2 OSBP OSBPL10 OSBPL2 OSBPL5 OSBPL8 P2RX7 PCTP PITPNA PITPNB PITPNC1 PITPNM1 PITPNM2 PITPNM3 PLA2G10 PLEKHA8 PLEKHA8P1 PLSCR1 PLSCR2 PLSCR3 PLSCR4 PLSCR5 PLTP PRAP1 PRELID1 PRELID2 PRELID3A PRELID3B PRKCD SCARB1 SCARB2 SCP2 SLC17A3 SLC17A9 SLC19A1 SLC25A16 SLC25A17 SLC25A19 SLC25A23 SLC25A24 SLC25A25 SLC25A31 SLC25A32 SLC25A33 SLC25A36 SLC25A4 SLC25A41 SLC25A42 SLC25A47 SLC25A5 SLC25A51 SLC25A52 SLC25A53 SLC25A6 SLC33A1 SLC35B1 SLC35B2 SLC35B3 SLC37A1 SLC37A2 SLC37A3 SLC37A4 SLC44A4 SLC46A2 SLC4A1 SLC66A2 SPNS1 TMEM30A TMEM30B TMEM41B TNFAIP8L3 TRIAP1 TRPC5 VAPA VMP1 XKR4 XKR5 XKR6 XKR7 XKR8 XKR9 GOBP_ORGANOPHOSPHATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ORGANOPHOSPHATE_METABOLIC_PROCESS AADAT AASS ABCA2 ABCA3 ABCA8 ABCC6 ABCD1 ABHD12 ABHD12B ABHD14B ABHD16A ABHD16B ABHD3 ABHD4 ABHD5 ABHD6 ACACA ACACB ACAT1 ACLY ACMSD ACOT1 ACOT11 ACOT12 ACOT2 ACOT4 ACOT6 ACOT7 ACOT8 ACOT9 ACP3 ACP6 ACSBG1 ACSBG2 ACSF2 ACSF3 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 ACSM1 ACSM2A ACSM2B ACSM3 ACSM4 ACSM5 ACSM6 ACSS1 ACSS2 ADA ADAL ADCY1 ADCY10 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ADCYAP1R1 ADGRF5 ADK ADSL ADSS1 ADSS2 AFMID AGPAT1 AGPAT2 AGPAT3 AGPAT4 AGPAT5 AJUBA AK1 AK2 AK3 AK4 AK5 AK6 AK7 AK8 AK9 AKR1A1 ALDH1L1 ALDH1L2 ALDOA ALDOB ALDOC ALOX15 ALOX15B ALPL AMPD1 AMPD2 AMPD3 ANGPTL3 ANTKMT APOA1 APOA2 APOA4 APOC1 APOC2 APRT ASMTL ASPDH ATG14 ATIC ATM ATP1A2 ATP1B1 ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5F1EP2 ATP5IF1 ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5MGL ATP5MJ ATP5MK ATP5PB ATP5PD ATP5PF ATP5PO ATP6V0C ATP6V1A ATP6V1B1 ATP6V1B2 ATPSCKMT AVPR1B BAAT BAD BECN1 BEND3 BMX BPGM BPNT1 BPNT2 CACNB4 CAD CAPN2 CARD11 CASK CD244 CD38 CDA CDIPT CDS1 CDS2 CEPT1 CETP CHAT CHKA CHKB CHP1 CHPT1 CHRM5 CISH CKB CKM CKMT1A CKMT1B CKMT2 CLN3 CLN8 CLPX CMPK1 CMPK2 CNP COASY COX11 CPS1 CRLS1 CROT CRYL1 CTNS CTPS1 CTPS2 CWH43 CYP2W1 DBI DCAKD DCK DCTD DCTPP1 DCXR DERA DGAT1 DGAT2 DGKA DGKB DGKD DGKE DGKG DGKH DGKQ DGKZ DGUOK DHDDS DHODH DHRS7B DIP2A DLAT DLD DLG1 DLG2 DLST DMAC2L DNAJC19 DNAJC30 DNM1L DNPH1 DOLK DOLPP1 DPM1 DPM2 DPM3 DPYD DPYS DTYMK DUT EFL1 EFR3A EFR3B ELOVL1 ELOVL2 ELOVL3 ELOVL4 ELOVL5 ELOVL6 ELOVL7 ENO1 ENPP1 ENPP2 ENPP3 ENPP6 ENPP7 ENSG00000205794 ENSG00000276759 ENSG00000290147 ENTPD1 ENTPD2 ENTPD3 ENTPD4 ENTPD5 ENTPD6 ENTPD7 ENTPD8 EPHA2 ETNK1 ETNK2 FABP3 FABP5 FADS1 FAR1 FAR2 FBP1 FBP2 FCSK FDFT1 FDPS FGF2 FHIT FIG4 FIGNL1 FIS1 FITM1 FITM2 FLAD1 FLCN FMO1 FMO2 FMO5 G6PC1 G6PC2 G6PC3 G6PD GALR2 GARS1 GART GATA6 GCDH GCH1 GCK GDA GDE1 GDPD1 GDPD3 GFPT1 GFPT2 GGPS1 GIMAP7 GK GK2 GK5 GLYAT GLYCTK GMPR GMPR2 GMPS GNAI3 GNB3 GNPAT GPAA1 GPAM GPAT2 GPAT3 GPAT4 GPCPD1 GPD1 GPD1L GPD2 GPER1 GPHN GPI GPLD1 GPX4 GTPBP1 GUCA1A GUCA1B GUCY1A1 GUCY1A2 GUCY1B1 GUCY2C GUCY2D GUCY2F GUK1 H19 H6PD HAAO HACD1 HACD2 HADHA HDHD5 HEXB HINT1 HK1 HK2 HK3 HKDC1 HMGCR HMGCS1 HMGCS2 HPRT1 HRH1 HSD17B12 HSD17B4 HSPA1A HSPA1B HSPA8 HTD2 HTR2A HTR2B HTR2C HYCC1 HYCC2 IDH1 IDH2 IDI1 IDI2 IDO1 IDO2 IFNG IL4 IMPA1 IMPA2 IMPDH1 IMPDH2 INPP1 INPP4A INPP4B INPP5A INPP5B INPP5D INPP5E INPP5F INPP5J INPP5K INPPL1 IP6K1 IP6K2 IP6K3 IPMK IPPK ISYNA1 ITPA ITPK1 ITPKA ITPKB ITPKC KARS1 KCNAB2 KMO KYNU LACC1 LCAT LCLAT1 LDHB LDHC LDLR LGALS13 LHCGR LIPA LIPC LIPG LIPH LIPI LPCAT1 LPCAT2 LPCAT3 LPCAT4 LPGAT1 LPIN1 LPL LRGUK LRRK2 MACROH2A1 MAGI3 MAS1 MBD4 MBOAT1 MBOAT2 MBOAT7 MCCC2 MCEE MDH1 MDH1B MDH2 ME1 ME2 MECP2 MFN1 MFSD2A MINPP1 MIR30C1 MIR675 MLST8 MLYCD MMUT MOCOS MOCS1 MOCS2 MOCS3 MPC2 MPP1 MPPE1 MT-ATP6 MT-ATP8 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MTHFD1 MTHFD2L MTM1 MTMR1 MTMR14 MTMR2 MTMR3 MTMR4 MTMR6 MTMR7 MTMR8 MTMR9 MTOR MVD MVK MYH3 MYH4 MYH6 MYH7 MYH8 NAAA NADK NADK2 NADSYN1 NAMPT NAPEPLD NAPRT NAXD NAXE NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA3 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFB1 NDUFB10 NDUFB11 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 NEIL1 NEIL2 NFS1 NKX2-1 NME1 NME2 NME2P1 NME3 NME4 NME5 NME6 NME7 NME9 NMNAT1 NMNAT2 NMNAT3 NMRK1 NMRK2 NNMT NNT NOCT NOS1 NOS2 NOS3 NOX1 NPPA NPPB NPPC NPR1 NPR2 NQO1 NR1H2 NR1H3 NR1H4 NT5C NT5C1A NT5C1B NT5C2 NT5C3A NT5C3B NT5E NT5M NTHL1 NTSR1 NUDT10 NUDT11 NUDT12 NUDT13 NUDT14 NUDT15 NUDT16 NUDT17 NUDT18 NUDT19 NUDT2 NUDT3 NUDT4 NUDT4B NUDT5 NUDT7 NUDT8 NUDT9 NUS1 OC90 OCRL OGDH OGG1 OLA1 OPA1 ORMDL1 ORMDL3 OSBP OSBPL10 OSBPL5 OSBPL8 OXSM P2RY1 P2RY6 P3R3URF PAFAH1B1 PAICS PANK1 PANK2 PANK3 PANK4 PAPSS1 PAPSS2 PARG PARK7 PARP1 PARP10 PARP16 PARP9 PC PCSK9 PCYT1A PCYT1B PCYT2 PDE10A PDE1A PDE2A PDE4A PDE4B PDE4C PDE4D PDE5A PDE7A PDE7B PDE8A PDE8B PDE9A PDGFA PDGFB PDGFRB PDHA1 PDHA2 PDHB PDHX PDK1 PDK2 PDK3 PDK4 PDXK PDXP PEMT PFAS PFKFB1 PFKFB2 PFKFB3 PFKFB4 PFKL PFKM PFKP PGAM1 PGAP1 PGAP2 PGAP3 PGAP4 PGD PGLS PGP PGS1 PHB2 PHEX PI4K2A PI4K2B PI4KA PI4KAP2 PI4KB PID1 PIGA PIGB PIGC PIGF PIGG PIGH PIGK PIGL PIGM PIGN PIGO PIGP PIGQ PIGS PIGT PIGU PIGV PIGW PIGY PIGZ PIK3C2A PIK3C2B PIK3C2G PIK3C3 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R4 PIKFYVE PINK1 PIP4K2A PIP4K2B PIP4K2C PIP4P1 PIP4P2 PIP5K1A PIP5K1B PIP5K1C PIP5KL1 PIPOX PIPSL PISD PITPNM1 PITPNM2 PITPNM3 PLA1A PLA2G10 PLA2G12A PLA2G12B PLA2G15 PLA2G1B PLA2G2A PLA2G2C PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G4A PLA2G4B PLA2G4C PLA2G4D PLA2G4E PLA2G4F PLA2G5 PLA2G6 PLA2G7 PLAA PLAAT1 PLAAT2 PLAAT3 PLAAT4 PLAAT5 PLB1 PLBD1 PLBD2 PLCB1 PLCB2 PLCB3 PLCD1 PLCG1 PLCG2 PLCH2 PLD1 PLD2 PLEK PLPP1 PLPP2 PLPP3 PLPP4 PLPP5 PLPP6 PLPPR1 PLPPR2 PLPPR3 PLPPR4 PLPPR5 PLSCR1 PLSCR3 PMVK PNLIPRP2 PNP PNPLA3 PNPLA6 PNPLA7 PNPLA8 PNPO PON1 PPARA PPARGC1A PPAT PPCDC PPCS PPIP5K1 PPIP5K2 PPT1 PPT2 PRDX6 PRKAG2 PRKCD PRKG1 PROCA1 PRPS1 PRPS1L1 PRPS2 PRPSAP1 PRPSAP2 PRTFDC1 PTAFR PTDSS1 PTDSS2 PTEN PTGIS PTH PTH1R PTHLH PTK2B PTPMT1 PUDP PYGL QPRT RAB23 RAB38 RAN RBKS RD3 REXO2 RFK RHOQ RNASEH2B RORA RPE RPEL1 RPIA RPTOR RRM1 RRM2 RRM2B SACM1L SAMD8 SAMHD1 SARM1 SCARB1 SDHA SDHB SDHC SDHD SELENOI SERAC1 SERINC1 SERINC4 SERINC5 SGMS1 SGMS2 SGPP1 SH3YL1 SHMT1 SHPK SLA2 SLC19A2 SLC19A3 SLC22A13 SLC25A1 SLC25A13 SLC25A16 SLC25A19 SLC25A25 SLC27A1 SLC27A2 SLC30A5 SLC44A1 SLC44A2 SLC44A3 SLC44A4 SLC44A5 SLC4A7 SLC52A3 SLC5A8 SMG1 SMPD1 SMPD2 SMPD3 SMPD4 SMPDL3A SMPDL3B SMUG1 SNCA SOCS1 SOCS2 SOCS3 SOCS4 SOCS5 SOCS6 SOCS7 SORD SPHK2 SPTLC1 SPTLC2 SRD5A3 STOML2 SUCLA2 SUCLG1 SUCLG2 SULT1A1 SULT1A2 SULT1A3 SULT1A4 SULT1B1 SULT1C3 SULT1C4 SULT1E1 SULT2A1 SULT2B1 SYNJ1 SYNJ2 TAFAZZIN TALDO1 TAMM41 TBPL1 TDG TDO2 TECR TGFB1 THEM5 THTPA TIGAR TJP2 TK1 TK2 TKFC TKT TMEM150A TMEM38B TMEM86B TMSB4X TNFAIP8L3 TP53 TP53I3 TPI1 TPK1 TPST1 TPST2 TPTE2 TREM2 TSPO TTC7A TTC7B TYMP TYMS UCK1 UCK2 UCKL1 UGP2 UMPS UNG UPB1 UPP1 UPP2 UPRT UQCC3 UVRAG VAC14 VAPA VCP VNN1 VPS9D1 XDH XYLB GOBP_ORGAN_GROWTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ORGAN_GROWTH ABL1 ACACB ACVR2B ADPRHL1 ADRA1A AKAP6 AKT1 ANXA6 AR ARID2 ARX ATF2 BASP1 BCL2 BCL2L11 BMP10 BMPR1A BNC2 CAV3 CDK1 CER1 CGA CITED2 COL27A1 COMP CTDP1 CYP19A1 DDR2 DIPK2A DLL1 DUSP6 ECM1 EDN1 EHMT2 ERBB4 ESR1 EVC EXT1 FES FGF10 FGF2 FGF20 FGF7 FGF8 FGF9 FGFR2 FGFR3 FLVCR1 FOSL2 FOXC1 FOXC2 FOXP1 FXN G6PD GATA4 GATA6 GJE1 GLI1 GSK3A HEG1 HEY2 HLX IER3IP1 IFT80 IGF1 IGF2 IL7 JARID2 KCNK2 LATS1 LATS2 LEP LEPR MAEL MAP2K4 MAPK11 MAPK14 MATN1 MEF2C MEIS1 MESP1 MIR1-1 MIR17HG MIR195 MIR199A1 MIR199B MIR19A MIR19B1 MIR200B MIR204 MIR208A MIR222 MIR23A MIR24-1 MIR25 MIR509-1 MIR548C MIR590 MIR873 MMP13 MSX2 MYH6 NDRG4 NKX2-5 NLGN4X NOG NOTCH1 NPPC NPR2 OSTN PARP2 PDLIM5 PI16 PIM1 PLAG1 PPARA PRKAR1A PRKG1 PRLR PROX1 PSAP PSAPL1 PTEN PTPN11 RAG2 RARA RARB RARG RBP4 RBPJ RGS2 RGS4 RSPO2 RUNX1 S1PR1 SASH3 SAV1 SERP1 SHH SKI SLC6A4 SMAD1 SMAD2 SMO SMPD3 SOD1 SORBS2 SOX9 SPRY2 STC1 STK3 STK4 TBX2 TBX20 TBX5 TENM4 TGFB2 TGFBR1 TGFBR2 TGFBR3 THBS3 TMEM38B TOMM70 TP73 TSKU UBE3A VGLL4 WNT2 WT1 WWC1 WWC2 WWC3 YAP1 YBX3 YY1 ZFPM2 ZMPSTE24 GOBP_ORGAN_INDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ORGAN_INDUCTION AR BMP2 BMP4 CTNNB1 DKK1 FGF1 FGF10 FGF2 FGF8 FRS2 GATA5 GDNF HOXA11 HOXC11 MESP1 ROBO1 ROBO2 SIX1 SPRY1 WNT11 WNT2 WNT2B WNT5A GOBP_ORGAN_OR_TISSUE_SPECIFIC_IMMUNE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ORGAN_OR_TISSUE_SPECIFIC_IMMUNE_RESPONSE APOA4 BPIFB1 C17orf99 CAMP CD160 DEFA1 DEFA1B DEFA3 DEFA4 DEFA5 DEFA6 DEFB1 FAU FFAR2 FFAR3 GP2 H2BC10 H2BC11 H2BC12 H2BC12L H2BC21 H2BC4 H2BC6 H2BC7 H2BC8 IFNL2 IFNLR1 IL4 IL6 IL6R LTF NOD2 NOS2 OTUD7B PIGR PLA2G1B RAB17 RNASE2 RNASE3 RPL39 TREX1 UMOD XCL1 GOBP_ORNITHINE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ORNITHINE_METABOLIC_PROCESS ALDH18A1 ARG1 ARG2 ASL AZIN1 AZIN2 HNF4A ODC1 OTC SLC25A2 GOBP_ORNITHINE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ORNITHINE_TRANSPORT SLC25A15 SLC25A2 SLC25A29 SLC7A1 SLC7A2 SLC7A3 SLC7A6 GOBP_OSMOSENSORY_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_OSMOSENSORY_SIGNALING_PATHWAY CASP1 NLRP3 OXSR1 PYCARD TRPV4 WNK3 GOBP_OSSIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_OSSIFICATION ACHE ACTN3 ACVR1 ACVR2A ACVR2B ADAMTS12 ADAMTS7 ADAR ADCY10 ADGRV1 ADRB2 AHSG AKT1 ALOX15 ALOX5 ALPL ALYREF AMELX ANKH ANO6 AREG ASF1A ASPN ATF4 ATP2B1 ATP5F1B ATP6V0A4 ATP6V1B1 ATRAID AXIN2 BAMBI BCAP29 BCL2 BCOR BGLAP BMP1 BMP2 BMP2K BMP3 BMP4 BMP5 BMP6 BMP7 BMP8A BMP8B BMPR1A BMPR1B BMPR2 BPNT2 CALCA CALCR CASR CAT CBFB CBS CCDC134 CCDC154 CCDC47 CCL3 CCN1 CCN2 CCN4 CCR1 CDH11 CDK6 CEBPA CEBPB CEBPD CER1 CHRD CHRDL1 CHRDL2 CHSY1 CITED1 CLEC11A CLEC3A CLEC3B CLEC5A CLIC1 CLTC COL11A1 COL13A1 COL1A1 COL1A2 COL2A1 COL5A2 COL6A1 COMP CREB3L1 CRIM1 CSF1 CSGALNACT1 CTHRC1 CTNNB1 CTNNBIP1 CTSK CYP24A1 CYP27B1 DCHS1 DDR2 DDX21 DDX5 DHH DHRS3 DHX36 DHX9 DKK1 DLX5 DMP1 DNAI3 DNAJC13 EBP ECM1 EGFR EGR2 EIF2AK3 ENPP1 ENSG00000274276 EPHA2 ERCC2 ERFE EXT1 EXT2 FAM20C FASN FBL FBN2 FBXL15 FBXO5 FERMT2 FFAR4 FGF18 FGF2 FGF23 FGF9 FGFR2 FGFR3 FGR FHL2 FIGNL1 FOSL2 FOXC1 FOXC2 FSTL3 FZD1 FZD9 GABBR1 GATA1 GDF10 GDF2 GDF5 GDPD2 GFRA4 GIT1 GLI1 GLI2 GLI3 GPC3 GPLD1 GPM6B GREM1 GSK3B GTPBP4 H3-3A H3-3B HAND2 HDAC7 HEMGN HGF HIF1A HIRA HNRNPC HNRNPU HOXA2 HSD17B4 HSPE1 IARS1 IBSP ID3 ID4 IFITM1 IFITM5 IFT80 IGF1 IGF2 IGFBP3 IGFBP5 IGSF10 IHH IL6 IL6R IL6ST ILK INPPL1 INTU IPO7 ISG15 ITGA11 JAG1 JUNB JUND KAZALD1 KCNQ1OT1 KL KLF10 KREMEN1 KREMEN2 LEF1 LEP LGR4 LIMD1 LOX LRP3 LRP4 LRP5 LRRC17 LTBP3 LTF MAP2K6 MAPK1 MAPK11 MAPK14 MAPK3 MATN1 MDK MEF2C MEF2D MEN1 MESD METTL7A MGP MINPP1 MIR100 MIR106A MIR125B1 MIR138-1 MIR140 MIR17 MIR18A MIR200C MIR205 MIR208A MIR20A MIR20B MIR21 MIR210 MIR214 MIR24-1 MIR27A MIR29B1 MIR30B MIR346 MIR548D1 MIR665 MIR675 MIR9-1 MIR93 MIR98 MMP13 MMP14 MMP16 MMP2 MN1 MRC2 MSX2 MYBBP1A MYF5 MYOC MYOG NAB1 NAB2 NBR1 NELL1 NF1 NIPBL NOCT NOG NOTCH1 NOTUM NPNT NPPC NPR2 NR1I3 OSR1 OSR2 OSTF1 OSTN P2RX7 PAM16 PBX1 PDLIM7 PENK PEX7 PHB1 PHEX PHOSPHO1 PKDCC PLXNB1 PPARG PPARGC1B PPP3CA PRICKLE1 PRKACA PRKD1 PSMC2 PTCH1 PTGER4 PTGS2 PTH PTH1R PTHLH PTK2 PTK2B PTN PTPN11 RANBP3L RASSF2 RBMX RBPJ RDH14 REST RFLNA RFLNB RHOA RIOX1 RIPPLY2 ROR2 RORB RPL38 RPS15 RRAS2 RRBP1 RSL1D1 RSPO2 RUNX1 RUNX2 RUNX3 RXRA RXRB RYR1 S1PR1 SATB2 SBDS SBNO2 SCUBE3 SCX SEMA4D SEMA7A SETD2 SFRP1 SFRP2 SGMS2 SHH SHOX2 SIRT7 SIX2 SKI SLC20A2 SLC24A3 SLC26A2 SLC34A1 SLC8A1 SMAD1 SMAD3 SMAD4 SMAD5 SMAD6 SMAD7 SMO SMOC1 SMPD3 SNAI1 SNAI2 SND1 SNRNP200 SNX10 SORT1 SOST SOX11 SOX2 SOX8 SOX9 SP3 SP7 SPP1 SRGN STATH STC1 SUCO SUFU SUN1 SYNCRIP TACR1 TAPT1 TCIRG1 TEK TENT5A TFAP2A THBS3 THRA TMEM119 TMEM38B TMEM53 TMEM64 TNC TNF TNFAIP6 TNFRSF11A TNFSF11 TNN TOB1 TOB2 TP53INP2 TP63 TPH1 TPM4 TRAF6 TRPM4 TUFT1 TWIST1 TWIST2 TWSG1 TXLNG UCMA UFL1 VCAN VDR VEGFC WNT10B WNT11 WNT3 WNT3A WNT4 WNT5A WNT7B WWOX WWTR1 XYLT1 YAP1 ZBTB16 ZBTB40 ZHX3 ZMPSTE24 GOBP_OSTEOBLAST_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_OSTEOBLAST_DEVELOPMENT ACHE BGLAP CLEC5A GLI2 HOXA2 JUND LIMD1 LRP5 MEN1 MSX2 PTH1R PTHLH RUNX2 SATB2 SHH SMAD3 TNN GOBP_OSTEOBLAST_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_OSTEOBLAST_DIFFERENTIATION ACHE ACVR1 ACVR2A ACVR2B ADAR AKT1 ALPL ALYREF AMELX AREG ASF1A ATF4 ATP5F1B ATRAID AXIN2 BAMBI BCAP29 BGLAP BMP2 BMP3 BMP4 BMP6 BMP7 BMPR1A BMPR1B BMPR2 CAT CBFB CCDC47 CCL3 CCN1 CCN4 CDK6 CEBPA CEBPB CEBPD CHRD CITED1 CLEC5A CLIC1 CLTC COL1A1 COL6A1 CREB3L1 CRIM1 CTHRC1 CTNNB1 CTNNBIP1 CYP24A1 DDR2 DDX21 DDX5 DHH DHX9 DLX5 DNAI3 DNAJC13 EPHA2 ERFE FAM20C FASN FBL FBN2 FBXO5 FERMT2 FFAR4 FGF2 FGF23 FGF9 FGFR2 FHL2 FIGNL1 FOSL2 FZD1 GABBR1 GDF10 GDF2 GDPD2 GLI1 GLI2 GLI3 GREM1 GSK3B GTPBP4 H3-3A H3-3B HAND2 HDAC7 HEMGN HGF HIRA HNRNPC HNRNPU HOXA2 HSD17B4 HSPE1 IARS1 IBSP ID3 ID4 IFITM1 IFT80 IGF1 IGF2 IGFBP3 IGFBP5 IHH IL6 IL6R IL6ST ILK IPO7 ITGA11 JAG1 JUNB JUND KCNQ1OT1 LEF1 LGR4 LIMD1 LOX LRP3 LRP5 LRRC17 LTF MAP2K6 MAPK11 MAPK14 MEF2C MEF2D MEN1 METTL7A MIR100 MIR106A MIR125B1 MIR138-1 MIR140 MIR17 MIR18A MIR200C MIR205 MIR208A MIR20A MIR20B MIR21 MIR210 MIR214 MIR24-1 MIR27A MIR29B1 MIR30B MIR346 MIR548D1 MIR665 MIR675 MIR9-1 MIR93 MIR98 MRC2 MSX2 MYBBP1A MYOC NBR1 NELL1 NF1 NOCT NOG NOTCH1 NPNT NPPC NR1I3 OSTN PENK PHB1 PPARG PPP3CA PRKACA PRKD1 PSMC2 PTCH1 PTH1R PTHLH PTK2 RANBP3L RASSF2 RBMX RDH14 REST RIOX1 RORB RPS15 RRAS2 RRBP1 RSL1D1 RSPO2 RUNX2 SATB2 SCUBE3 SEMA4D SEMA7A SFRP1 SFRP2 SHH SHOX2 SIRT7 SKI SMAD1 SMAD3 SMAD4 SMAD5 SMAD6 SMO SMOC1 SNAI1 SNAI2 SND1 SNRNP200 SOX11 SOX2 SOX8 SOX9 SP7 SPP1 SUCO SUFU SYNCRIP TCIRG1 TENT5A TMEM119 TMEM53 TMEM64 TNC TNF TNFAIP6 TNN TOB1 TP53INP2 TP63 TPM4 TRPM4 TWIST1 TWIST2 TWSG1 UCMA UFL1 VCAN VEGFC WNT10B WNT11 WNT3 WNT3A WNT4 WNT7B WWOX WWTR1 YAP1 ZHX3 GOBP_OSTEOBLAST_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_OSTEOBLAST_PROLIFERATION ABL1 ATRAID AXIN2 BCL2 BMP2 CCN1 CTHRC1 EIF2AK2 FGFR2 FIGNL1 GATA1 GREM1 HPSE IFT80 IGF1R ITGAV ITGB3 JUNB LRP5 LRRC17 LTF MIR138-1 MIR675 MIR9-1 MN1 MUS81 NELL1 NF2 NPR3 OSR2 PLXNB1 RHOA SFRP1 SMAD3 SOX8 TMEM119 TNN GOBP_OSTEOCLAST_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_OSTEOCLAST_DIFFERENTIATION ANXA2 ATP6AP1 BGLAP BMP2 CALCR CAMK4 CARTPT CCL3 CCN4 CCR1 CD109 CD81 CEBPB CLDN18 CREB1 CSF1 CSF1R CTNNB1 DCSTAMP EFNA2 EPHA2 ERFE FAM20C FARP2 FBN1 FBXW7 FOS FOSL2 FOXP1 FSHB FSTL3 GAB2 GLO1 GPC3 GPR137 GPR137B GPR183 GPR55 GPR68 IAPP IFNG IGSF23 IL12B IL17A IL20 IL23A IL23R IL4 INPP5D IREB2 JUNB KLF10 LILRB1 LILRB3 LILRB4 LRRC17 LRRK1 LTF MAFB MAPK14 MITF MTOR NEDD9 NF1 NOTCH2 OCSTAMP OSCAR OSTM1 PAFAH1B1 PIAS3 PIK3R1 POU4F1 POU4F2 PPARGC1B PPP3CA PRXL2A RASSF2 RPTOR SBNO2 SFRP1 SH3PXD2A SIGLEC15 SLC4A2 SLC9B2 SNX10 SRC TCIRG1 TCTA TF TFE3 TFRC TLR3 TLR4 TMEM178A TMEM64 TNF TNFAIP6 TNFRSF11A TNFRSF11B TNFSF11 TOB2 TRAF6 TREM2 TYROBP UBASH3B ZNF675 GOBP_OSTEOCLAST_FUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_OSTEOCLAST_FUSION CD109 CD81 DCSTAMP SBNO2 SH3PXD2A TCTA GOBP_OSTEOCLAST_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_OSTEOCLAST_PROLIFERATION CSF1 GREM1 JUNB NMB NMBR NPR3 OCSTAMP PTH TCIRG1 TNFAIP3 TNFSF11 GOBP_OTIC_VESICLE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_OTIC_VESICLE_DEVELOPMENT AHI1 CEP290 COL2A1 EYA1 FGF10 FGF8 FGFR2 GATA3 HESX1 PAX8 PROX1 SIX1 SOX9 STOX1 TCAP GOBP_OTIC_VESICLE_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_OTIC_VESICLE_FORMATION CEP290 FGF10 FGF8 FGFR2 HESX1 PROX1 SOX9 TCAP GOBP_OTIC_VESICLE_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_OTIC_VESICLE_MORPHOGENESIS CEP290 EYA1 FGF10 FGF8 FGFR2 HESX1 PROX1 SOX9 STOX1 TCAP GOBP_OTOLITH_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_OTOLITH_DEVELOPMENT ATG4B ATG5 BLOC1S5 LRIG1 LRIG3 NOX3 OC90 OTOL1 SLC44A4 TTC39C GOBP_OTOLITH_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_OTOLITH_MORPHOGENESIS BLOC1S5 LRIG1 LRIG3 SLC44A4 TTC39C GOBP_OUTER_DYNEIN_ARM_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_OUTER_DYNEIN_ARM_ASSEMBLY CCDC103 CCDC63 CLXN DAW1 DNAAF1 DNAAF11 DNAAF2 DNAAF4 DNAAF5 DNAAF6 DNAAF8 DNAH17 DNAH5 DNAH8 DNAI1 DNAI2 DNAL1 LRRC61 NISCH ODAD1 ODAD2 ODAD3 ODAD4 ZMYND10 GOBP_OUTER_EAR_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_OUTER_EAR_MORPHOGENESIS EYA1 HOXA1 MAPK1 MAPK3 PRKRA TBX1 TWIST1 ZIC3 GOBP_OUTER_MITOCHONDRIAL_MEMBRANE_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_OUTER_MITOCHONDRIAL_MEMBRANE_ORGANIZATION HSP90AA1 HSPA4 MTCH1 MTCH2 MTX1 MTX2 PDCD5 SAMM50 TOMM20 TOMM22 TOMM40 TOMM5 TOMM6 TOMM7 TOMM70 GOBP_OUTFLOW_TRACT_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_OUTFLOW_TRACT_MORPHOGENESIS ACVR1 ATF2 BMP4 BMP7 BMPR1A BMPR2 CDC42 CITED2 CLDN5 CRKL CTNNB1 DHRS3 DVL1 DVL2 EDN1 EDNRA ELN ENG EYA1 FGF8 FGFR2 FOLR1 FOXC1 FOXC2 FOXH1 FZD1 FZD2 GATA6 GJA5 HAND2 HES1 HEY2 HEYL HIF1A ILK ISL1 JAG1 LRP2 MEF2C MIR17 MIR17HG MIR20A MSX2 NIPBL NKX2-5 NOG NOTCH1 NPY1R NPY2R NPY5R NRP1 NRP2 PARVA PITX2 PLXND1 PRICKLE1 RBPJ ROBO1 ROBO2 RYR1 SEC24B SEMA3C SFRP2 SIX1 SMAD4 SMAD6 SOX11 SOX17 SOX18 TBX1 TBX2 TBX20 TBX3 TGFB2 TGFBR2 TGFBR3 TWIST1 VEGFA WNT11 WNT5A ZFPM1 ZFPM2 GOBP_OUTFLOW_TRACT_SEPTUM_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_OUTFLOW_TRACT_SEPTUM_MORPHOGENESIS ACVR1 BMP4 BMPR1A BMPR2 ENG FGF8 FGFR2 GATA6 ISL1 LRP2 MSX2 NKX2-5 NRP1 NRP2 PARVA ROBO1 ROBO2 SEMA3C SMAD4 SMAD6 TBX1 TBX2 TBX20 TGFB2 TGFBR2 ZFPM2 GOBP_OVARIAN_FOLLICLE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_OVARIAN_FOLLICLE_DEVELOPMENT AMH ANG ATM BAX BCL2 BCL2L1 BMPR1B CEBPB CGA CTNNA1 DMC1 DMRTA1 EIF2B2 EIF2B4 EIF2B5 EREG ESR1 FANCG FOXC1 FOXL2 FSHB FSHR GAS2 GNRH1 GPR149 HYAL3 IMMP2L INHA INHBA INHBB KDR KIT KITLG LFNG LHCGR MMP14 MMP2 MSH4 NPPC NPR2 PCYT1B PTX3 SCAPER SMAD4 SOD1 SPO11 SRC TAF4 TNFAIP6 UBE3A UMODL1 VEGFA VGF ZFX ZNF830 ZP3 GOBP_OVIDUCT_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_OVIDUCT_DEVELOPMENT C3 CSMD1 CTNNB1 LHX1 WNT7A GOBP_OVULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_OVULATION ADAMTS1 AFP EREG GAS2 GPR149 HPGD IMMP2L INHBA INHBB LEP MMP2 NOS3 NRIP1 PGR SIRT1 GOBP_OVULATION_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_OVULATION_CYCLE A2M ADAMTS1 ADNP AFP AMH ANXA1 AXL BMPR1B CA12 CASP2 CASP3 CGA CHRNA7 CYP1B1 EGR1 EREG ESR1 FSHB FSHR FZD4 GABRB1 GAS2 GDF10 GDF9 GPR149 HAS2 IGF1R INHBA KISS1 LEP LHCGR MAP2K6 MDK MMP2 MSTN NCOA1 NCOR2 NHLH2 NOS3 NOTCH1 NPPC NPR2 NPY5R NR5A1 NRIP1 OPRK1 OPRL1 OXTR PCNA PDGFRA PGR PLEKHA1 PTN PTPRN PTX3 RETN ROBO2 SCAPER SERPINF1 SGPL1 SIRT1 SLC26A6 SLIT2 SLIT3 SRC STAT5B TGFB2 TGFB3 TNFAIP6 TYRO3 ZNF830 ZP3 GOBP_OVULATION_CYCLE_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_OVULATION_CYCLE_PROCESS A2M ADAMTS1 AFP AMH BMPR1B CASP2 CASP3 CGA CHRNA7 EREG ESR1 FSHB FSHR FZD4 GAS2 GDF9 GPR149 INHBA KISS1 LEP LHCGR MAP2K6 MMP2 MSTN NOS3 NOTCH1 NPPC NPR2 NPY5R NR5A1 NRIP1 PDGFRA PGR PLEKHA1 PTPRN PTX3 RETN ROBO2 SCAPER SGPL1 SIRT1 SLIT2 SLIT3 SRC STAT5B TGFB2 TGFB3 TNFAIP6 ZNF830 ZP3 GOBP_OVULATION_FROM_OVARIAN_FOLLICLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_OVULATION_FROM_OVARIAN_FOLLICLE ADAMTS1 AFP LEP MMP2 NOS3 NRIP1 PGR SIRT1 GOBP_OXALATE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_OXALATE_TRANSPORT AGXT SLC26A1 SLC26A10P SLC26A11 SLC26A2 SLC26A3 SLC26A4 SLC26A5 SLC26A6 SLC26A7 SLC26A8 SLC26A9 GOBP_OXALOACETATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_OXALOACETATE_METABOLIC_PROCESS ACLY GOT1 GOT2 MDH1 MDH1B MDH2 NIT2 PCK1 PCK2 GOBP_OXIDATIVE_DEMETHYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_OXIDATIVE_DEMETHYLATION ALKBH1 ALKBH2 ALKBH3 ALKBH5 CYP1A2 CYP2C8 CYP2C9 CYP2D6 CYP3A4 CYP3A43 CYP3A5 CYP3A7 FTO JMJD6 GOBP_OXIDATIVE_PHOSPHORYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_OXIDATIVE_PHOSPHORYLATION ABCD1 ACTN3 AFG1L AK4 ANTKMT ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5F1EP2 ATP5ME ATP5MF ATP5MG ATP5PB ATP5PD ATP5PF ATP5PO ATP7A ATPSCKMT BID C2orf69 CCNB1 CDK1 CHCHD10 CHCHD2 COA6 COQ9 COX15 COX4I1 COX4I2 COX5A COX5B COX6A1 COX6A2 COX6B1 COX6B2 COX6C COX7A1 COX7A2 COX7A2L COX7A2P2 COX7B COX7B2 COX7C COX8A COX8C CYC1 CYCS DGUOK DLD DNAJC15 DNAJC30 FXN GHITM ISCU MACROH2A1 MIR210 MLXIPL MSH2 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MTCO2P12 NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA3 NDUFA4 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFAF1 NDUFB1 NDUFB10 NDUFB11 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFC2-KCTD14 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 NIPSNAP2 NUPR1 PARK7 PINK1 PPIF RHOA SDHA SDHAF2 SDHB SDHC SDHD SHMT2 SLC25A23 SLC25A33 SLC25A51 SNCA STOML2 TAFAZZIN TEFM TMEM135 TNF UQCC2 UQCC3 UQCR10 UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRFS1P1 UQCRH UQCRHL UQCRQ VCP GOBP_OXIDATIVE_RNA_DEMETHYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_OXIDATIVE_RNA_DEMETHYLATION ALKBH1 ALKBH3 ALKBH5 FTO JMJD6 GOBP_OXYGEN_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_OXYGEN_METABOLIC_PROCESS FMO2 LIPT2 ME3 MT3 NOX1 RNF34 GOBP_OXYGEN_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_OXYGEN_TRANSPORT BPGM CYGB HBA1 HBA2 HBB HBD HBE1 HBG1 HBG2 HBM HBQ1 HBZ IPCEF1 MB NGB GOBP_O_GLYCAN_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_O_GLYCAN_PROCESSING A4GNT B3GNT2 B3GNT3 B3GNT4 B3GNT5 B3GNT6 B3GNT7 B3GNT8 B4GALT5 C1GALT1 C1GALT1C1 C1GALT1C1L CHST4 GALNT1 GALNT10 GALNT11 GALNT12 GALNT13 GALNT14 GALNT15 GALNT2 GALNT3 GALNT4 GALNT5 GALNT6 GALNT7 GALNT8 GALNT9 GCNT1 GCNT3 GCNT4 GXYLT1 GXYLT2 POFUT1 POMGNT1 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST6GAL1 ST6GALNAC2 ST6GALNAC4 XXYLT1 GOBP_P38MAPK_CASCADE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_P38MAPK_CASCADE AGER ATF2 BMP2 BMP4 CAV3 CYLD DAB2IP DLG1 DUSP1 DUSP10 EZR GADD45A GADD45B GADD45G GDF6 HAND2 HGF IL1B KCNJ8 LEP LGALS9 MAP2K3 MAP2K6 MAP3K20 MAP3K3 MAP3K4 MAP3K5 MAP3K7 MAPK11 MAPK14 MAPKAPK2 MFHAS1 MINK1 MIR181A2 MIR181B1 MIR181D MIR20A NCF1 OPRK1 PER1 PHLPP1 PJA2 PRMT1 PTPN22 RASGRP1 RELL1 RELL2 SASH1 SPHK1 SPI1 STK39 TREM2 ULK4 VEGFA XDH ZC3H12A ZFP36 ZFP36L1 GOBP_PALLIUM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PALLIUM_DEVELOPMENT ADGRG1 AKIRIN2 ALK ANXA3 ARHGAP11B ARX ASCL1 ASPM ATAT1 ATG16L1 ATIC ATOH1 ATP2B4 BAX BBS1 BBS2 BBS4 BCAN BMERB1 BNIP3 BTBD3 BTG2 CASP3 CCDC141 CCDC85C CDH2 CDK5 CDK5R1 CDK5R2 CDK6 CDON CEP120 CNTNAP2 COL3A1 CRK CRKL CSNK2A2 CTNNB1 DAB1 DAB2IP DCLK2 DISC1 DIXDC1 DLX1 DLX2 DMRTA2 DRD1 EFHC1 EGFR EIF2B5 EMX1 EMX2 EOMES EPHA5 EZH1 EZH2 FAT4 FBXO45 FEZ1 FEZF2 FGF13 FGF8 FLNA FOXG1 FOXP2 FUT10 FXR1 FXR2 GART GLI3 GRIA1 GSK3B H2AX HDAC1 HIF1A HSD3B1 HSD3B2 HTR5A HTR6 ID4 IGF1R IGF2BP1 KCNA1 KCNA2 KDM1A KDM6B KIF14 KIF26A KIRREL3 LAMB1 LARGE1 LEF1 LHX2 LHX5 LHX6 LMX1A LRP8 MAS1 MBOAT7 MCPH1 MDGA1 MDK MECP2 MFSD2A MGARP MKKS NARS1 NCOA1 NDE1 NDEL1 NEFL NEUROD1 NEUROD6 NF1 NF2 NKX2-1 NOTCH2NLA NOTCH2NLB NOTCH2NLC NPY NR2E1 NSUN5 NTRK2 OGDH P2RY12 PAFAH1B1 PALS1 PAX5 PAX6 PEX13 PEX5 PHACTR1 PHLPP2 PLCB1 PLXNA3 POMGNT1 POMT2 POU3F2 POU3F3 PPP1R9B PROX1 PSEN1 PTEN PTPRS RAN RARA RELN RHOA ROBO1 RTN4 SCN2A SCT SEMA6B SLC2A1 SLC32A1 SLC38A2 SLIT2 SMO SRD5A1 SRD5A2 SRF SRGAP2 SRGAP2C SUN1 SUN2 SYNE2 TACC1 TACC2 TACC3 TBR1 TH TMEM108 TMEM14B TRA2B TRAPPC9 TSC1 TSKU TUBA1A TUBB2A TUBB2B UBA6 UQCRQ WDR47 WDR62 WNT3A XRCC1 XRN2 YWHAE ZIC1 ZIC3 ZMIZ1 GOBP_PANCREAS_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PANCREAS_DEVELOPMENT ACVR2B AKT1 ALDH1A2 ANXA1 BAD BAK1 BHLHA15 BMAL1 BMP4 BMP5 BMP6 CCDC39 CCDC40 CDH2 CDK6 CELA1 CLOCK CTNNB1 DLL1 DNAAF1 EIF2AK3 FGF10 FOXA2 FOXF1 GATA6 GDF11 GIP GIPR GSK3A GSK3B HES1 HNF1A HNF1B IGF2 IHH IL6 IL6R ILDR2 INSM1 INSR ISL1 MEIS2 MET MIR541 MNX1 NEUROD1 NKX2-2 NKX3-2 NKX6-1 NKX6-2 NPHP3 NR5A2 ONECUT1 ONECUT2 PAX6 PCSK1 PDPK1 PDX1 PROX1 PTF1A RBM4 RFX3 RFX6 RHEB SELENOT SHH SIDT2 SMAD2 SMO SOX4 SOX9 SRP54 TCF7L2 VHL WFS1 WLS WNT5A ZIC3 ZNF800 GOBP_PANCREATIC_A_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PANCREATIC_A_CELL_DIFFERENTIATION GATA6 HES1 INSM1 NEUROD1 NKX2-2 NKX6-1 NKX6-2 ONECUT1 PAX6 RFX6 VHL GOBP_PANCREATIC_JUICE_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PANCREATIC_JUICE_SECRETION AQP1 AQP5 CEL COPA NR1H2 NR1H3 SCT SPINK1 STK39 WNK1 WNK4 GOBP_PARACRINE_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PARACRINE_SIGNALING CD34 CGAS FGF2 PDGFB PGR SERPINB3 TNFSF11 GOBP_PARALLEL_ACTIN_FILAMENT_BUNDLE_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PARALLEL_ACTIN_FILAMENT_BUNDLE_ASSEMBLY AIF1 ESPN FMN2 FSCN1 SPIRE1 SPIRE2 USH1C GOBP_PARANODAL_JUNCTION_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PARANODAL_JUNCTION_ASSEMBLY ANK2 CD9 CNTNAP1 EPB41L3 GNPAT UGT8 GOBP_PARASYMPATHETIC_NERVOUS_SYSTEM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PARASYMPATHETIC_NERVOUS_SYSTEM_DEVELOPMENT ACKR3 ADARB1 EGR2 GDNF HES1 HOXB1 HOXB2 NAV2 NRP1 NRP2 PHOX2A PHOX2B PLXNA3 PLXNA4 SEMA3F SIX1 TBX1 TFAP2A GOBP_PARATHYROID_GLAND_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PARATHYROID_GLAND_DEVELOPMENT CRKL FOXI3 GATA3 GCM2 HOXA3 TBX1 TGFBR1 GOBP_PARAXIAL_MESODERM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PARAXIAL_MESODERM_DEVELOPMENT BMPR1A DLL3 EPB41L5 EXOC4 FOXC1 FOXC2 LEF1 NUP133 POGLUT1 SMAD2 SMAD3 TCF15 TEAD2 WNT11 WNT3A WNT5A YAP1 ZIC3 GOBP_PARAXIAL_MESODERM_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PARAXIAL_MESODERM_FORMATION EXOC4 FOXC1 FOXC2 LEF1 WNT11 WNT3A WNT5A GOBP_PARAXIAL_MESODERM_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PARAXIAL_MESODERM_MORPHOGENESIS BMPR1A EXOC4 FOXC1 FOXC2 LEF1 SMAD2 SMAD3 WNT11 WNT3A WNT5A GOBP_PARENTAL_BEHAVIOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PARENTAL_BEHAVIOR AVP AVPR1A BRINP1 DBH DRD1 MBD2 NPAS1 NR3C1 OPRK1 OXTR ZFX GOBP_PARKIN_MEDIATED_STIMULATION_OF_MITOPHAGY_IN_RESPONSE_TO_MITOCHONDRIAL_DEPOLARIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PARKIN_MEDIATED_STIMULATION_OF_MITOPHAGY_IN_RESPONSE_TO_MITOCHONDRIAL_DEPOLARIZATION HDAC6 MFN2 OPTN PRKN VDAC1 VPS13C GOBP_PARTURITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PARTURITION CRH CRHR1 CYP1A1 EDN1 HPGD LDOC1 MAFF MMP2 NODAL OXTR PLA2G4B PLA2G4C PTAFR PTGFR RXFP1 GOBP_PATTERN_SPECIFICATION_INVOLVED_IN_KIDNEY_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PATTERN_SPECIFICATION_INVOLVED_IN_KIDNEY_DEVELOPMENT FOXD1 HES5 IRX1 IRX2 IRX3 OSR1 PAX2 PAX8 GOBP_PATTERN_SPECIFICATION_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PATTERN_SPECIFICATION_PROCESS ABI1 ACD ACVR1 ACVR2A ACVR2B ACVRL1 ADGRG1 AHI1 AIDA ALDH1A2 ALG5 ALX3 ALX4 ANKS6 AP1B1 APC APC2 APLNR AR ARC ARL13B ARL6 ASB2 ASCL1 ASPH ATM ATP6AP2 AURKA AXIN1 AXIN2 BARX1 BASP1 BBS5 BBS7 BCOR BHLHE40 BHLHE41 BICC1 BMI1 BMP1 BMP2 BMP4 BMP5 BMP7 BMPR1A BMPR1B BMPR2 BPTF BTG2 C1QA C2CD3 C3 CC2D2A CCDC103 CCDC39 CCDC40 CDK20 CDON CDX1 CDX2 CDX4 CELSR2 CER1 CFAP45 CFAP52 CFAP53 CFC1 CFC1B CHRD CHRDL1 CHSY1 CIROP CITED2 CLUAP1 COBL CPLANE2 CRAMP1 CRB2 CRKL CTNNB1 CTNNBIP1 CXXC4 CYP26B1 CYP26C1 DAAM2 DAND5 DAW1 DBX1 DCANP1 DCHS1 DDIT3 DISP1 DKK1 DLL1 DLL3 DLL4 DLX1 DLX2 DMRT2 DMRT3 DMRTA2 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAH11 DNAH5 DNAI1 DNAI2 DOP1B DPCD DRC1 DSCAML1 DVL1 DVL2 DYNC2H1 DYNC2LI1 DZIP1L EDN1 EFNB1 EGR2 EMX1 EMX2 EN1 ENG ENKUR EOMES EP300 EPB41L5 ERBB4 ETS2 EXT1 EYA1 FBXL15 FEZF1 FEZF2 FGF1 FGF10 FGF2 FGF8 FGFR2 FKBP8 FOLR1 FOXA1 FOXA2 FOXB1 FOXC1 FOXC2 FOXD1 FOXF1 FOXG1 FOXH1 FOXJ1 FOXN4 FRS2 FST FUT6 FUZ FZD5 GALNT11 GAS8 GATA4 GATA5 GBX2 GDF11 GDF3 GDNF GLI1 GLI2 GLI3 GORAB GPC3 GPR161 GREM1 GREM2 GRHL3 GRSF1 GSC GSX2 HAND1 HAND2 HELT HES1 HES2 HES3 HES4 HES5 HES6 HES7 HEY1 HEY2 HEYL HHEX HHIP HIF1A HIPK1 HIPK2 HNF1B HOXA10 HOXA11 HOXA2 HOXA3 HOXA4 HOXA5 HOXA6 HOXA7 HOXA9 HOXB1 HOXB2 HOXB3 HOXB4 HOXB5 HOXB6 HOXB7 HOXB8 HOXB9 HOXC10 HOXC11 HOXC13 HOXC4 HOXC5 HOXC6 HOXC8 HOXC9 HOXD10 HOXD11 HOXD12 HOXD13 HOXD3 HOXD4 HOXD8 HOXD9 IFT122 IFT140 IFT172 IFT25 IFT52 IFT57 IFT74 IHH INTU IRX1 IRX2 IRX3 IRX4 ISL1 ITGAM KAT2A KDM2B KIF3B KMT2A LAMA5 LBX1 LDB1 LEF1 LEFTY1 LEFTY2 LFNG LHX1 LHX2 LHX3 LMX1B LRP2 LRP4 LRP5 LRP6 MAFB MDFI MED12 MEF2C MEGF8 MEIS1 MEIS2 MEIS3 MEIS3P1 MEOX1 MEOX2 MESP1 MESP2 MFNG MIB1 MICAL2 MICOS10-NBL1 MID1 MKKS MKS1 MLLT3 MMP21 MNS1 MSGN1 MSX1 MSX2 MTF2 MYF5 MYF6 NBL1 NDRG4 NEK8 NEUROD1 NEUROG1 NKD1 NKX2-1 NKX2-2 NKX2-5 NKX3-1 NKX3-2 NLE1 NODAL NOG NOTCH1 NOTCH2 NOTO NPHP3 NR2F2 NRARP NRG3 NRP1 NRP2 NTF4 ODAD2 ODAD3 ODAD4 OFD1 OOEP OSR1 OTX1 OTX2 OVOL2 PALB2 PAX2 PAX6 PAX8 PBX1 PBX2 PBX3 PCDH8 PCGF2 PCSK5 PCSK6 PGAP1 PIERCE1 PIERCE2 PIFO PITX2 PKD1L1 PKD2 PLD6 PLXNA2 POFUT1 POGLUT1 PRICKLE1 PRKACA PRKACB PRKDC PROP1 PSEN1 PSKH1 PTCH1 RARG RAX RBPJ RELN RFNG RFX3 RFX4 RFX8 RING1 RIPPLY1 RIPPLY2 RIPPLY3 RNF111 RNF2 RNF207 RNF220 ROBO1 ROBO2 RPGRIP1L RTTN SATB2 SEMA3C SEMA3F SETDB2 SFRP1 SFRP2 SHH SHROOM3 SIM2 SIX1 SIX2 SIX3 SKI SMAD1 SMAD2 SMAD3 SMAD4 SMAD5 SMAD6 SMARCD3 SMO SNAI1 SOSTDC1 SOX1 SOX17 SOX18 SP8 SPRY1 SRF SSBP3 STC1 STIL SUFU SYNGAP1 TAF10 TASOR TBC1D32 TBR1 TBX1 TBX18 TBX2 TBX20 TBX3 TBX5 TBX6 TBXT TCAP TCF15 TCTN1 TDGF1 TDGF1P3 TDRD1 TDRD5 TDRD6 TDRD7 TDRKH TGFBR1 TGFBR2 TIFAB TLL1 TLL2 TMED2 TMEM107 TP53 TP63 TRA2B TSHZ1 TTC21B TTC8 TULP3 UNCX VANGL2 VAX2 WDR19 WDR77 WIF1 WLS WNT1 WNT11 WNT2 WNT2B WNT3 WNT3A WNT5A WNT6 WNT7A WNT7B WNT8A WNT8B WT1 XRCC2 YY1 ZBTB16 ZEB1 ZIC1 ZIC3 GOBP_PENETRATION_OF_ZONA_PELLUCIDA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PENETRATION_OF_ZONA_PELLUCIDA ACR B4GALT1 DKKL1 HEXB HYAL3 PITHD1 PPP3R2 SMCP TNP2 GOBP_PENILE_ERECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PENILE_ERECTION ACVR2A ADA CNR1 EDNRB OXTR P2RY1 VIP GOBP_PENTOSE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PENTOSE_METABOLIC_PROCESS DCXR DHDH FGGY G6PD NUDT5 OTOG OTOGL PGD RBKS RPIA UXS1 XYLB GOBP_PENTOSE_PHOSPHATE_SHUNT_NON_OXIDATIVE_BRANCH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PENTOSE_PHOSPHATE_SHUNT_NON_OXIDATIVE_BRANCH RPE RPEL1 RPIA SHPK TALDO1 TKT GOBP_PEPTIDE_ANTIGEN_ASSEMBLY_WITH_MHC_CLASS_II_PROTEIN_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PEPTIDE_ANTIGEN_ASSEMBLY_WITH_MHC_CLASS_II_PROTEIN_COMPLEX B2M HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 GOBP_PEPTIDE_ANTIGEN_ASSEMBLY_WITH_MHC_PROTEIN_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PEPTIDE_ANTIGEN_ASSEMBLY_WITH_MHC_PROTEIN_COMPLEX B2M CALR HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 PDIA3 TAPBP TAPBPL GOBP_PEPTIDE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PEPTIDE_BIOSYNTHETIC_PROCESS AARS1 AARS2 AARSD1 AASDH ABCE1 ABCF1 ABTB1 ACO1 AGO1 AGO2 AGO3 AGO4 AIMP1 AIMP2 AIRE AJUBA AKT1 AKT2 ALKBH1 ANG ANKZF1 APEH APLP1 APP ASCC2 ASCC3 ASMT ATF4 ATXN2 AURKAIP1 BACE1-AS BANK1 BARHL2 BCL3 BDH2 BOLL BTG2 BZW1 BZW2 C1QBP C6orf52 C8orf88 CALR CAPRIN1 CAPRIN2 CARNS1 CARS1 CARS2 CASC3 CCL5 CD28 CDC123 CDK5RAP1 CDKAL1 CELF1 CELF4 CHAC1 CHAC2 CHCHD1 CIRBP CNBP CNOT1 CNOT10 CNOT11 CNOT2 CNOT3 CNOT4 CNOT6 CNOT6L CNOT7 CNOT8 CNOT9 COA3 COPS5 CPEB1 CPEB2 CPEB3 CPEB4 CSDE1 CSNK2A1 CTIF CYFIP1 CYP1B1 DALRD3 DAP DAP3 DAPK1 DAPK3 DAPL1 DARS1 DARS2 DAZ1 DAZ2 DAZ3 DAZ4 DAZL DCP1A DCP1B DCP2 DCPS DDX1 DDX25 DDX3X DDX6 DENR DHFR DHFRP1 DHPS DHX29 DHX33 DHX36 DHX9 DIO2 DIS3 DIS3L2 DMD DNAJC1 DNAJC3 DND1 DRG1 DRG2 DUS3L EARS2 EEF1A1 EEF1A1P5 EEF1A2 EEF1B2 EEF1D EEF1E1 EEF1G EEF2 EEF2K EEFSEC EFL1 EFTUD2 EIF1 EIF1AD EIF1AX EIF1AY EIF1B EIF2A EIF2AK1 EIF2AK2 EIF2AK3 EIF2AK4 EIF2B1 EIF2B2 EIF2B3 EIF2B4 EIF2B5 EIF2D EIF2S1 EIF2S2 EIF2S3 EIF2S3B EIF3A EIF3B EIF3C EIF3CL EIF3D EIF3E EIF3F EIF3G EIF3H EIF3I EIF3J EIF3K EIF3L EIF3M EIF4A1 EIF4A2 EIF4A3 EIF4B EIF4E EIF4E1B EIF4E2 EIF4E3 EIF4EBP1 EIF4EBP2 EIF4EBP3 EIF4ENIF1 EIF4G1 EIF4G2 EIF4G3 EIF4H EIF5 EIF5A EIF5A2 EIF5AL1 EIF5B EIF6 ELAC1 ELANE ELAVL1 ELAVL4 ELP1 ELP2 ELP3 ELP4 ELP5 ELP6 ENC1 EPHA4 EPRS1 ERBB2 ETF1 EXOSC2 EXOSC3 EXOSC5 EXOSC7 EXOSC8 EXOSC9 FARS2 FARSA FARSB FASTKD2 FASTKD3 FAU FECH FMR1 FOXO3 FTO FTSJ1 FURIN FXR1 FXR2 GADD45GIP1 GAPDH GARS1 GATB GATC GCLC GCLM GCN1 GEMIN5 GFM1 GFM2 GGT1 GGT2P GGT3P GGT5 GGT6 GGT7 GGTA1 GGTLC1 GGTLC2 GGTLC3 GIGYF2 GRB7 GRM5 GSPT1 GSPT2 GSS GTPBP1 GTPBP2 GUF1 GZMB HABP4 HAGH HARS1 HARS2 HBS1L HNRNPD HNRNPR HNRNPU HRURF HSPB1 HYDIN2 IARS1 IARS2 IFRD2 IGF2BP1 IGF2BP2 IGF2BP3 IGFBP5 IL6 ILF3 IMPACT INPP5E IREB2 ITGA2 JMJD4 KARS1 KBTBD8 KHDRBS1 KHSRP KLHDC10 KLHL25 KRT13 KRT17 LARP1 LARP1B LARP4 LARP4B LARP6 LARS1 LARS2 LGALS4 LIMD1 LIN28A LINC01145 LINC01783 LINC02591 LOC112267871 LRPPRC LRRC47 LSM1 LSM14A LSM14B LTN1 LTO1 MAGOH MALSU1 MAPKAPK5 MARS1 MARS2 MCTS1 MCTS2 METAP1 METTL14 METTL16 METTL17 METTL18 METTL3 METTL5 METTL8 MEX3D MGST2 MIF4GD MIR1-1 MIR100 MIR101-1 MIR103A1 MIR103B1 MIR106A MIR106B MIR107 MIR10B MIR125A MIR125B1 MIR126 MIR1271 MIR128-1 MIR130A MIR132 MIR133A1 MIR133B MIR134 MIR135B MIR137 MIR138-1 MIR140 MIR144 MIR145 MIR146A MIR148A MIR148B MIR149 MIR151A MIR15A MIR15B MIR16-1 MIR17 MIR181A2 MIR181B1 MIR181C MIR181D MIR182 MIR185 MIR18A MIR190B MIR191 MIR192 MIR195 MIR19B1 MIR200B MIR200C MIR204 MIR205 MIR206 MIR208A MIR20A MIR21 MIR210 MIR212 MIR214 MIR218-1 MIR221 MIR222 MIR223 MIR23A MIR24-1 MIR26B MIR27A MIR27B MIR28 MIR298 MIR299 MIR29A MIR29B1 MIR29C MIR302A MIR302C MIR30B MIR31 MIR326 MIR342 MIR345 MIR346 MIR365A MIR373 MIR378A MIR379 MIR423 MIR4286 MIR448 MIR483 MIR485 MIR486-1 MIR491 MIR495 MIR497 MIR499A MIR503 MIR517A MIR517C MIR518B MIR520B MIR520C MIR520E MIR543 MIR562 MIR564 MIR590 MIR608 MIR6086 MIR625 MIR655 MIR659 MIR663A MIR665 MIR877 MIR885 MIR9-1 MIR92A1 MIR93 MIR939 MIR96 MIR98 MIRLET7A1 MIRLET7B MIRLET7E MIRLET7I MKNK1 MKNK2 MLH1 MOV10 MPV17L2 MRPL1 MRPL10 MRPL11 MRPL12 MRPL13 MRPL14 MRPL15 MRPL16 MRPL17 MRPL18 MRPL19 MRPL2 MRPL20 MRPL21 MRPL22 MRPL23 MRPL24 MRPL27 MRPL28 MRPL3 MRPL30 MRPL32 MRPL33 MRPL34 MRPL35 MRPL36 MRPL37 MRPL38 MRPL39 MRPL4 MRPL40 MRPL41 MRPL42 MRPL43 MRPL44 MRPL45 MRPL46 MRPL47 MRPL48 MRPL49 MRPL50 MRPL51 MRPL52 MRPL53 MRPL54 MRPL55 MRPL57 MRPL58 MRPL9 MRPS10 MRPS11 MRPS12 MRPS14 MRPS15 MRPS16 MRPS17 MRPS18A MRPS18B MRPS18C MRPS2 MRPS21 MRPS22 MRPS23 MRPS24 MRPS25 MRPS26 MRPS27 MRPS28 MRPS30 MRPS31 MRPS33 MRPS34 MRPS35 MRPS5 MRPS6 MRPS7 MRPS9 MRRF MSI1 MSI2 MT-TS1 MTFMT MTG1 MTG2 MTIF2 MTIF3 MTOR MTPN MTRES1 MTRF1 MTRF1L MTRFR NANOS1 NANOS2 NANOS3 NARS1 NARS2 NAT10 NCBP1 NCBP2 NCK1 NCK2 NCL NDUFA7 NEMF NEURL1 NFE2L2 NGDN NGRN NHLRC1 NHLRC3 NIBAN1 NMNAT2 NOCT NOD2 NOLC1 NPM1 NSUN3 NSUN5 NT5C3B OGFOD1 OGT PA2G4 PABPC1 PABPC4 PABPN1L PADI6 PAIP1 PAIP2 PAIP2B PAN2 PAN3 PARN PARP16 PARS2 PASK PATL1 PATL2 PCIF1 PCSK1 PCSK5 PDE12 PDF PELO PER1 PER2 PINK1 PIWIL1 PIWIL2 PIWIL3 PIWIL4 PKM PKP3 PLD1 PLEKHN1 PLXNB2 PNLDC1 PNPT1 POLDIP3 POLR2G PPP1CA PPP1R15A PPP1R15B PRG3 PRKDC PRMT1 PRR16 PSTK PTAFR PTCD1 PTCD3 PTK2B PTRH1 PUM1 PUM2 PUM3 PURA PUS7 PYM1 QARS1 QKI QRSL1 RACK1 RARA RARS1 RARS2 RBM24 RBM3 RBM4 RBM4B RBM8A RC3H1 RC3H2 RCC1L RCHY1 RGS2 RIDA RMND1 RNF139 RNF14 RNF25 ROCK1 ROCK2 RPL10 RPL10A RPL10L RPL11 RPL12 RPL13 RPL13A RPL13AP3 RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL22L1 RPL23 RPL23A RPL24 RPL26 RPL26L1 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL36AL RPL37 RPL37A RPL37AP8 RPL38 RPL39 RPL39L RPL39P5 RPL3L RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP0P6 RPLP1 RPLP2 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS6KA1 RPS6KA3 RPS6KB1 RPS6KB2 RPS7 RPS8 RPS9 RPSA RPSA2 RPUSD3 RPUSD4 RRBP1 RSL24D1 RWDD1 SAMD4A SAMD4B SARNP SARS1 SARS2 SECISBP2 SECISBP2L SELENOT SEPSECS SERBP1 SERP1 SESN2 SH3BGRL SHFL SHMT1 SHMT2 SKIC2 SKIC3 SKIC8 SLBP SLC1A1 SLC1A2 SLC7A11 SOX4 SRBD1 SRP9 SSB SYNCRIP TACO1 TARBP2 TARDBP TARS1 TARS2 TARS3 TCF25 TCOF1 TENT4A TENT4B TENT5B THBS1 TIA1 TMED2 TNF TNIP1 TNKS1BP1 TNRC6A TNRC6B TNRC6C TOB1 TPR TRAP1 TRIM2 TRIM3 TRIM71 TRIP4 TRMT10C TRNAU1AP TRNT1 TRUB2 TSC1 TSFM TUFM TUT4 TUT7 TYMS UBA52 UCN UHMK1 UNK UPF1 UPF3A UPF3B UQCC2 USP10 USP16 VARS1 VARS2 VIM WARS1 WARS2 WFS1 WTIP XRN1 YARS1 YARS2 YBX1 YBX2 YBX3 YTHDF1 YTHDF2 YTHDF3 ZAR1 ZAR1L ZC3H12A ZC3H12D ZC3H15 ZCCHC13 ZCCHC4 ZFP36 ZFP36L1 ZFP36L2 ZNF385A ZNF540 ZNF598 ZNF706 GOBP_PEPTIDE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PEPTIDE_CATABOLIC_PROCESS ACE ADAMTS13 ANPEP CPN1 CPQ CTSH DPEP1 DPEP2 ECE1 ENPEP ERAP1 ERAP2 IDE LNPEP LTA4H LVRN MME NAALADL1 NPEPPS NPEPPSP1 TPP1 TRHDE XPNPEP1 GOBP_PEPTIDE_CROSS_LINKING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PEPTIDE_CROSS_LINKING ABCA7 ANXA1 COL3A1 CSTA DSP EPB42 EVPL F13A1 FLG FN1 IVL KRT1 KRT10 KRT2 LORICRIN NDNF PI3 SPRR1A SPRR1B SPRR2E TGM1 TGM2 TGM3 TGM4 TGM5 TGM6 TGM7 THBS1 GOBP_PEPTIDE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PEPTIDE_METABOLIC_PROCESS AARS1 AARS2 AARSD1 AASDH ABCA2 ABCA7 ABCB9 ABCE1 ABCF1 ABCG1 ABTB1 ACE ACE2 ACO1 ADAM10 ADAMTS13 AEBP1 AGO1 AGO2 AGO3 AGO4 AIMP1 AIMP2 AIRE AJUBA AKT1 AKT2 ALKBH1 ANG ANKZF1 ANPEP APEH APH1A APH1B APLP1 APOE APP ASCC2 ASCC3 ASMT ATF4 ATP6AP2 ATXN2 AURKAIP1 BACE1 BACE1-AS BACE2 BANK1 BARHL2 BCHE BCL3 BDH2 BECN1 BIN1 BOLL BTG2 BZW1 BZW2 C1QBP C6orf52 C8orf88 CALR CAPRIN1 CAPRIN2 CARNMT1 CARNS1 CARS1 CARS2 CASC3 CASP3 CCL5 CD28 CDC123 CDK5RAP1 CDKAL1 CELF1 CELF4 CHAC1 CHAC2 CHCHD1 CHRNA7 CIRBP CLN5 CLU CMA1 CNBP CNOT1 CNOT10 CNOT11 CNOT2 CNOT3 CNOT4 CNOT6 CNOT6L CNOT7 CNOT8 CNOT9 COA3 COPS5 CORIN CPA3 CPD CPE CPEB1 CPEB2 CPEB3 CPEB4 CPM CPN1 CPQ CPXM1 CPXM2 CPZ CSDE1 CSNK1E CSNK2A1 CTIF CTSG CTSH CTSL CTSZ CYFIP1 CYP1B1 DALRD3 DAP DAP3 DAPK1 DAPK3 DAPL1 DARS1 DARS2 DAZ1 DAZ2 DAZ3 DAZ4 DAZL DCP1A DCP1B DCP2 DCPS DDX1 DDX25 DDX3X DDX6 DENR DHFR DHFRP1 DHPS DHX29 DHX33 DHX36 DHX9 DIO2 DIS3 DIS3L2 DISP1 DMD DNAJC1 DNAJC3 DND1 DNPEP DPEP1 DPEP2 DPP4 DRG1 DRG2 DUS3L DYRK1A EARS2 ECE1 ECE2 EEF1A1 EEF1A1P5 EEF1A2 EEF1B2 EEF1D EEF1E1 EEF1G EEF2 EEF2K EEFSEC EFL1 EFNA1 EFTUD2 EIF1 EIF1AD EIF1AX EIF1AY EIF1B EIF2A EIF2AK1 EIF2AK2 EIF2AK3 EIF2AK4 EIF2B1 EIF2B2 EIF2B3 EIF2B4 EIF2B5 EIF2D EIF2S1 EIF2S2 EIF2S3 EIF2S3B EIF3A EIF3B EIF3C EIF3CL EIF3D EIF3E EIF3F EIF3G EIF3H EIF3I EIF3J EIF3K EIF3L EIF3M EIF4A1 EIF4A2 EIF4A3 EIF4B EIF4E EIF4E1B EIF4E2 EIF4E3 EIF4EBP1 EIF4EBP2 EIF4EBP3 EIF4ENIF1 EIF4G1 EIF4G2 EIF4G3 EIF4H EIF5 EIF5A EIF5A2 EIF5AL1 EIF5B EIF6 ELAC1 ELANE ELAVL1 ELAVL4 ELP1 ELP2 ELP3 ELP4 ELP5 ELP6 ENC1 ENPEP EPHA4 EPRS1 ERAP1 ERAP2 ERBB2 ERO1B ETF1 EXOSC2 EXOSC3 EXOSC5 EXOSC7 EXOSC8 EXOSC9 FARS2 FARSA FARSB FASTKD2 FASTKD3 FAU FECH FMR1 FOXO3 FTO FTSJ1 FURIN FXR1 FXR2 GADD45GIP1 GAPDH GARS1 GATB GATC GCLC GCLM GCN1 GEMIN5 GFM1 GFM2 GGA3 GGT1 GGT2P GGT3P GGT5 GGT6 GGT7 GGTA1 GGTLC1 GGTLC2 GGTLC3 GIGYF2 GRB7 GRM5 GSAP GSK3A GSPT1 GSPT2 GSS GTPBP1 GTPBP2 GUF1 GZMB HABP4 HAGH HAP1 HARS1 HARS2 HBS1L HM13 HNRNPD HNRNPR HNRNPU HRURF HSPB1 HYDIN2 IARS1 IARS2 IDE IFNG IFNGR1 IFRD2 IGF1 IGF2BP1 IGF2BP2 IGF2BP3 IGFBP5 IL6 ILF3 IMMP1L IMMP2L IMPACT INPP5E IREB2 ITGA2 JMJD4 KARS1 KBTBD8 KHDRBS1 KHSRP KLHDC10 KLHL25 KRT13 KRT17 LANCL1 LANCL2 LANCL3 LARP1 LARP1B LARP4 LARP4B LARP6 LARS1 LARS2 LGALS4 LIMD1 LIN28A LINC01145 LINC01783 LINC02591 LNPEP LOC112267871 LRPPRC LRRC47 LRRTM3 LSM1 LSM14A LSM14B LTA4H LTN1 LTO1 LVRN MAGOH MALSU1 MAPKAPK5 MARS1 MARS2 MBOAT4 MCTS1 MCTS2 MEP1A METAP1 METTL14 METTL16 METTL17 METTL18 METTL3 METTL5 METTL8 MEX3D MGAT3 MGST2 MIF4GD MIPEP MIR1-1 MIR100 MIR101-1 MIR103A1 MIR103B1 MIR106A MIR106B MIR107 MIR10B MIR125A MIR125B1 MIR126 MIR1271 MIR128-1 MIR130A MIR132 MIR133A1 MIR133B MIR134 MIR135B MIR137 MIR138-1 MIR140 MIR144 MIR145 MIR146A MIR148A MIR148B MIR149 MIR151A MIR153-1 MIR15A MIR15B MIR16-1 MIR17 MIR181A2 MIR181B1 MIR181C MIR181D MIR182 MIR185 MIR186 MIR18A MIR190B MIR191 MIR192 MIR195 MIR19B1 MIR200B MIR200C MIR204 MIR205 MIR206 MIR208A MIR20A MIR21 MIR210 MIR212 MIR214 MIR218-1 MIR221 MIR222 MIR223 MIR23A MIR24-1 MIR26B MIR27A MIR27B MIR28 MIR298 MIR299 MIR29A MIR29B1 MIR29C MIR302A MIR302C MIR30B MIR31 MIR326 MIR339 MIR342 MIR345 MIR346 MIR361 MIR365A MIR373 MIR378A MIR379 MIR423 MIR4286 MIR448 MIR455 MIR483 MIR485 MIR486-1 MIR491 MIR495 MIR497 MIR499A MIR503 MIR517A MIR517C MIR518B MIR520B MIR520C MIR520E MIR543 MIR562 MIR564 MIR590 MIR608 MIR6086 MIR625 MIR655 MIR659 MIR663A MIR665 MIR877 MIR885 MIR9-1 MIR92A1 MIR93 MIR939 MIR96 MIR98 MIRLET7A1 MIRLET7B MIRLET7E MIRLET7I MKNK1 MKNK2 MLH1 MME MOV10 MPV17L2 MRPL1 MRPL10 MRPL11 MRPL12 MRPL13 MRPL14 MRPL15 MRPL16 MRPL17 MRPL18 MRPL19 MRPL2 MRPL20 MRPL21 MRPL22 MRPL23 MRPL24 MRPL27 MRPL28 MRPL3 MRPL30 MRPL32 MRPL33 MRPL34 MRPL35 MRPL36 MRPL37 MRPL38 MRPL39 MRPL4 MRPL40 MRPL41 MRPL42 MRPL43 MRPL44 MRPL45 MRPL46 MRPL47 MRPL48 MRPL49 MRPL50 MRPL51 MRPL52 MRPL53 MRPL54 MRPL55 MRPL57 MRPL58 MRPL9 MRPS10 MRPS11 MRPS12 MRPS14 MRPS15 MRPS16 MRPS17 MRPS18A MRPS18B MRPS18C MRPS2 MRPS21 MRPS22 MRPS23 MRPS24 MRPS25 MRPS26 MRPS27 MRPS28 MRPS30 MRPS31 MRPS33 MRPS34 MRPS35 MRPS5 MRPS6 MRPS7 MRPS9 MRRF MSI1 MSI2 MT-TS1 MTFMT MTG1 MTG2 MTIF2 MTIF3 MTOR MTPN MTRES1 MTRF1 MTRF1L MTRFR NAALADL1 NANOS1 NANOS2 NANOS3 NARS1 NARS2 NAT10 NAT8B NCBP1 NCBP2 NCK1 NCK2 NCL NCSTN NDUFA7 NEMF NEURL1 NFE2L2 NGDN NGRN NHLRC1 NHLRC3 NIBAN1 NLN NMNAT2 NOCT NOD2 NOLC1 NPEPPS NPEPPSP1 NPM1 NSUN3 NSUN5 NT5C3B NTRK2 OGFOD1 OGT P4HB PA2G4 PABPC1 PABPC4 PABPN1L PADI6 PAIP1 PAIP2 PAIP2B PAM PAN2 PAN3 PARL PARN PARP16 PARS2 PASK PATL1 PATL2 PCIF1 PCSK1 PCSK1N PCSK2 PCSK4 PCSK5 PCSK6 PCSK7 PDE12 PDF PELO PER1 PER2 PGLYRP2 PICALM PIN1 PINK1 PIWIL1 PIWIL2 PIWIL3 PIWIL4 PKM PKP3 PLA2G7 PLD1 PLEKHN1 PLXNB2 PNLDC1 PNPT1 POLDIP3 POLR2G PPP1CA PPP1R15A PPP1R15B PRG3 PRKDC PRMT1 PRNP PRR16 PSEN1 PSEN2 PSENEN PSTK PTAFR PTCD1 PTCD3 PTK2B PTRH1 PUM1 PUM2 PUM3 PURA PUS7 PYM1 QARS1 QKI QRSL1 RACK1 RARA RARS1 RARS2 RBM24 RBM3 RBM4 RBM4B RBM8A RC3H1 RC3H2 RCC1L RCHY1 RELA REN RGS2 RIDA RMND1 RNF139 RNF14 RNF25 ROCK1 ROCK2 RPL10 RPL10A RPL10L RPL11 RPL12 RPL13 RPL13A RPL13AP3 RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL22L1 RPL23 RPL23A RPL24 RPL26 RPL26L1 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL36AL RPL37 RPL37A RPL37AP8 RPL38 RPL39 RPL39L RPL39P5 RPL3L RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP0P6 RPLP1 RPLP2 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS6KA1 RPS6KA3 RPS6KB1 RPS6KB2 RPS7 RPS8 RPS9 RPSA RPSA2 RPUSD3 RPUSD4 RRBP1 RSL24D1 RTN1 RTN2 RTN3 RTN4 RWDD1 SAMD4A SAMD4B SARNP SARS1 SARS2 SCG5 SEC11A SEC11B SEC11C SECISBP2 SECISBP2L SELENOT SEPSECS SERBP1 SERP1 SESN2 SH3BGRL SHFL SHMT1 SHMT2 SKIC2 SKIC3 SKIC8 SLBP SLC1A1 SLC1A2 SLC2A13 SLC30A5 SLC30A8 SLC7A11 SORL1 SOX4 SP1 SPCS1 SPCS2 SPCS3 SPON1 SPPL3 SRBD1 SRP9 SSB SYNCRIP TACO1 TAPBP TARBP2 TARDBP TARS1 TARS2 TARS3 TCF25 TCOF1 TENT4A TENT4B TENT5B THBS1 THOP1 TIA1 TMED10 TMED2 TNF TNIP1 TNKS1BP1 TNRC6A TNRC6B TNRC6C TOB1 TPP1 TPR TRAP1 TRHDE TRIM2 TRIM3 TRIM71 TRIP4 TRMT10C TRNAU1AP TRNT1 TRUB2 TSC1 TSFM TUFM TUT4 TUT7 TYMS UBA52 UCN UHMK1 UNK UPF1 UPF3A UPF3B UQCC2 USP10 USP16 VARS1 VARS2 VIM WARS1 WARS2 WFS1 WTIP XPNPEP1 XRN1 YARS1 YARS2 YBX1 YBX2 YBX3 YIPF5 YTHDF1 YTHDF2 YTHDF3 ZAR1 ZAR1L ZC3H12A ZC3H12D ZC3H15 ZCCHC13 ZCCHC4 ZFP36 ZFP36L1 ZFP36L2 ZNF385A ZNF540 ZNF598 ZNF706 GOBP_PEPTIDE_MODIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PEPTIDE_MODIFICATION GGT1 GGT2P GGT3P LANCL1 LANCL2 LANCL3 PAM PGLYRP2 GOBP_PEPTIDE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PEPTIDE_TRANSPORT AACS ABAT ABCA1 ABCA12 ABCB8 ABCB9 ABCC8 ACSL4 ACVR1C ACVR2B ADCY5 ADCY8 ADCYAP1 ADORA1 ADRA2A AIMP1 ALOX5 ANO1 ANXA1 AQP1 BAD BAIAP3 BLK BMAL1 BMP8A BRSK2 C1QTNF12 C2CD2L CA2 CAMK2G CAPN10 CARTPT CASR CCDC186 CCL5 CCN3 CD209 CD38 CD74 CDH17 CDK16 CELA2A CFTR CHD7 CHGA CHRM3 CLEC4M CLOCK CLTRN CNR1 CPE CPLX1 CPLX3 CPT1A CRH CRHBP CRHR1 CYB5R4 DISP1 DOC2B DRD2 EDN1 EDN3 EFNA5 EIPR1 ENSA ENY2 EPHA5 EXOC3L1 F2 F2RL1 F2RL2 FAM3B FAM3D FFAR1 FFAR2 FFAR3 FFAR4 FGA FGB FGG FKBP1B FOXA2 FOXO1 G6PC2 GABBR1 GAL GCG GCK GHRH GHRHR GHRL GHSR GIP GIPR GLUD1 GNA11 GNAZ GPER1 GPLD1 GPR119 GPR27 GPR68 GRP HADH HFE HIF1A HLA-DRB1 HNF1A HNF1B HNF4A HTR2C IFNG IL1B IL1RN IL6 ILDR1 ILDR2 INHBB INS IRS1 IRS2 ISL1 ITPR1 JAGN1 JAK2 KCNA5 KCNB1 KCNJ11 KISS1 KLF7 LEP LRP5 LRRC8A MAFA MC4R MCU MIDN MPC2 MTNR1B MYRIP NADK NDUFAF2 NEUROD1 NKX6-1 NLGN2 NNAT NOS2 NR0B2 NR1D1 NR1H4 ORAI1 OSBP PARK7 PASK PAX8 PCK2 PCLO PDE8B PDX1 PER2 PFKFB2 PFKL PFKM PICK1 PIM3 PLA2G6 PLCB1 PPP3CA PPP3CB PRKACA PRKAR1A PRKCB PRKCE PRKD1 PRKN PSMD9 PTPN11 PTPRN PTPRN2 RAB11B RAB11FIP2 RAB11FIP5 RAB1A RAB3A RAB8B RAF1 RAPGEF4 RASL10B RBM4 RBP4 REST RFX3 RFX6 RIMS2 RPH3AL S100A8 SCT SELENOT SERP1 SFRP1 SIDT2 SIRT3 SIRT4 SIRT6 SLC15A1 SLC15A2 SLC15A3 SLC15A4 SLC15A5 SLC16A1 SLC16A10 SLC16A2 SLC25A22 SLC26A6 SLC2A2 SLC30A8 SLC7A11 SLC8B1 SLC9B2 SMAD2 SMPD3 SNAP25 SNX19 SOX4 SPINK1 SREBF1 SRI SSTR5 STX1A STX4 STXBP3 STXBP4 SYBU SYT7 SYTL4 TACR2 TAP1 TAP2 TARDBP TCF7L2 TCIRG1 TFAP2B TFR2 TIAM1 TM7SF3 TNF TNFSF11 TRH TRPM4 TRPV1 TRPV4 TUNAR UBE2Q1 UCN UCN3 UCP2 UQCC2 VGF VIP VSNL1 ZBED6 GOBP_PEPTIDOGLYCAN_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PEPTIDOGLYCAN_METABOLIC_PROCESS LYG1 LYG2 PGLYRP1 PGLYRP2 PGLYRP3 PGLYRP4 GOBP_PEPTIDYL_AMINO_ACID_MODIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PEPTIDYL_AMINO_ACID_MODIFICATION AATK ABI1 ABI2 ABI3 ABL1 ABL2 ACE ACTL6A ACTL6B ACVR1 ACVR1B ADAM17 ADCY10 ADIPOQ ADNP ADRA2A AGBL1 AGBL2 AGBL4 AGBL5 AGT AGTPBP1 AKAP9 AKT1 AKT2 AKT3 ALK ANGPT1 ANGPT4 ANTKMT APOA1 APOA2 APP ARAF AREG ARHGEF2 ARL2BP ARNT ASH1L ASH2L ASPH ATAT1 ATF2 ATM ATP13A2 ATP2B4 ATP7A ATPSCKMT ATR AURKA AUTS2 AVP AXIN1 AZU1 BAG4 BAG6 BAK1 BANK1 BAX BAZ1B BCAR3 BCL11A BCL2 BDKRB2 BDNF BLK BLOC1S1 BMP6 BRAF BRCA1 BRD8 BRSK1 BST1 BTK C8orf44-SGK3 CAB39 CAD CADM4 CALCR CALM1 CALM2 CALM3 CAMK1 CAMK1D CAMK1G CAMK2A CAMK2B CAMK2D CAMK4 CAMKV CAPN3 CAPRIN2 CASS4 CAV1 CBL CBLB CBLC CBX4 CCL5 CD300A CD36 CD3E CD4 CD40 CD44 CD74 CD80 CDC42BPA CDC42BPB CDC42BPG CDC7 CDK1 CDK10 CDK2 CDK5 CDK5R1 CEMIP CEP41 CFAP20 CHCHD4 CHEK1 CHI3L1 CHMP6 CHRNA7 CHUK CLCF1 CLEC6A CLIP3 CLK1 CLK2 CLK4 CLSPN CNKSR3 CNOT7 CNOT9 CNTF CPA4 CREBBP CREBL2 CRLF1 CRTAP CSF1R CSF2 CSF3 CSH1 CSH2 CSHL1 CSKMT CSNK1A1 CSNK1A1L CSNK1D CSNK1E CSNK1G1 CSNK1G2 CSNK1G3 CSNK2A1 CSNK2A2 CSNK2B CSPG4 CTF1 CTH CTNNB1 DCLK3 DDR1 DDR2 DDX21 DEK DGKQ DHPS DIP2A DIP2B DKK1 DLG3 DLG4 DMAP1 DMD DMPK DMTN DOCK7 DOHH DOK7 DOT1L DPH1 DPH2 DPH3 DPH5 DPH6 DPH7 DPM3 DPY19L1 DPY19L2 DPY19L2P2 DPY19L3 DPY19L4 DUSP22 DYRK1A DYRK1B DYRK2 DYRK3 DYRK4 EEF1AKMT1 EEF1AKMT2 EEF1AKMT3 EEF2KMT EFEMP1 EFNA1 EFNA5 EGF EGFR EGLN1 EGLN2 EGLN3 EGR1 EGR2 EHD4 EHMT1 EHMT2 EID3 EIF2AK3 EIF4G1 ENPP2 EOGT EP300 EP400 EPGN EPHA1 EPHA3 EPHA4 EPHA7 EPHB2 EPO ERBB2 ERBB3 ERBB4 ERCC6 ERN1 ERRFI1 ESCO1 ETFBKMT EYA1 FAM86B1 FAM86B2 FBXW7 FCGR1A FER FES FGF10 FGF7 FGF8 FGFR1 FGFR2 FGFR3 FGFR4 FGR FKBP10 FKBP1A FKBP1B FKBP1C FKBP4 FKBP5 FKBP7 FLCN FLT1 FLT3 FLT4 FNIP1 FNIP2 FOLH1 FOLH1B FSCB FYN GADD45A GALNT1 GALNT11 GALNT13 GALNT16 GALNT2 GALNT3 GALNT4 GALNT6 GALNTL6 GAPDH GATA1 GATA2 GCG GCSH GFRA1 GGCX GGNBP2 GH1 GH2 GHR GNL3 GNL3L GOLGA7 GOLGA7B GPD1L GPRC5A GPRC5B GREM1 GRK2 GRM5 GSK3A GSK3B HAX1 HBEGF HCFC1 HCK HCLS1 HDAC10 HDAC2 HDAC4 HDAC6 HDAC7 HDAC9 HES1 HES5 HGF HHAT HINT1 HINT2 HIPK1 HIPK2 HIPK3 HIPK4 HMG20A HMG20B HPX HRC HRG HSF1 HSP90AA1 HSP90AB1 HTR2A HYAL2 IFIH1 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IFNE IFNG IFNK IFNL1 IFNL4 IFNW1 IGF1 IGF1R IGF2 IKBKB IKBKE IL11 IL12A IL12B IL13 IL15 IL18 IL2 IL20 IL21 IL22RA2 IL23A IL23R IL24 IL3 IL31RA IL34 IL4 IL5 IL6 IL6R IL6ST IL7 IL9 INPP5F INPP5J INPP5K INSR IP6K2 IRGM ISL1 ITGA5 ITGB2 ITGB3 IVL JAK1 JAK2 JAK3 JMJD6 KANSL1 KANSL2 KANSL3 KAT14 KAT2A KAT2B KAT5 KAT7 KAT8 KDR KIAA1586 KIT KITLG KLF15 KMT2A KMT2B KMT5A KRTCAP2 LACRT LATS1 LATS2 LCK LEP LIF LILRA5 LILRB4 LIPT1 LIPT2 LMTK2 LONP1 LOX LOXL1 LOXL2 LOXL3 LOXL4 LRP4 LRP8 LRRK1 LRRK2 LTK LYN MAD2L2 MAGEA2 MAGEA2B MAP2K2 MAP3K10 MAP3K12 MAP3K13 MAP3K20 MAP3K7 MAP4K1 MAPK1 MAPK12 MAPK13 MAPK14 MAPK3 MAPK8 MAPK9 MAPKAP1 MAPKAPK2 MAPKAPK3 MAPKAPK5 MARK1 MARK2 MARK3 MAST1 MAST2 MAST3 MAST4 MASTL MBOAT4 MCRS1 MDM2 MECP2 METAP1 METAP1D METAP2 METTL18 METTL21A METTL21C METTL21EP MGAT5B MIF MIR103A1 MIR106B MIR132 MIR138-1 MIR146A MIR15A MIR19A MIR19B1 MIR212 MIR219A1 MIR221 MKNK1 MKNK2 MLST8 MLXIPL MORC3 MORF4L1 MORF4L2 MRGBP MSL1 MSL2 MSL3 MSL3P1 MTCP1 MTOR MUL1 MVP MYBBP1A MYLK2 MYO3A MYO3B NAA15 NAA16 NAA20 NAA25 NAA30 NAA60 NAA80 NAT8 NAT8B NCF1 NCK1 NCK2 NCL NCOA7 NDNF NDUFAB1 NDUFAF5 NDUFAF7 NEDD9 NEK6 NEK7 NELFA NELFE NF2 NFATC2IP NFYA NFYB NFYC NGF NKTR NLK NLRP2B NMT1 NMT2 NNAT NOD2 NOS1 NOS1AP NOS2 NOX4 NRP1 NSD1 NSMCE1 NSMCE2 NSMCE3 NSMCE4A NTF3 NTF4 NTMT1 NTRK1 NTRK2 NTRK3 OGFOD1 OGT OPRD1 OSBP OSM OXR1 OXSR1 P3H2 P3H3 P3H4 P4HA1 P4HA2 P4HA3 P4HB P4HTM PAK1 PAK2 PAQR3 PARD3 PARK7 PARP14 PARP9 PBK PCK1 PDCD10 PDCL3 PDE4D PDF PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PDK3 PDPK1 PECAM1 PFN2 PHF20 PHF20L1 PIAS1 PIAS2 PIAS3 PIAS4 PIBF1 PIK3CA PIKFYVE PIN1 PINK1 PKD1 PKDCC PKN1 PKN2 PKN3 PLCG2 PLK1 PLK2 PLOD1 PLOD2 PLOD3 PLPP3 PML PNCK POGLUT1 POGLUT2 POGLUT3 PPARGC1A PPEF2 PPIA PPIAL4A PPIAL4C PPIAL4D PPIAL4E PPIAL4F PPIAL4G PPIAL4H PPIB PPIC PPID PPIE PPIF PPIG PPIH PPIL1 PPIL3 PPIL6 PPM1F PPP2CA PPP2R1A PPP2R5B PPP2R5D PPWD1 PRDM12 PRDM14 PRDX3 PRKAA1 PRKAA2 PRKACA PRKACB PRKACG PRKAG2 PRKCA PRKCB PRKCD PRKCE PRKCG PRKCH PRKCI PRKCQ PRKCZ PRKD1 PRKD2 PRKDC PRKX PRLR PRMT1 PRMT5 PRMT6 PRMT7 PRMT8 PRNP PTEN PTGS2 PTK2 PTK2B PTK6 PTPN1 PTPN11 PTPN2 PTPN6 PTPRC PTPRJ PWP1 QPCT QPCTL RAB6A RACK1 RAF1 RAMP3 RANBP2 RANGAP1 RAP2B RAP2C RASD2 RASSF2 RBBP5 RELA RELN RET RICTOR RIPK1 RIPK2 RNF212 RNF212B ROCK1 ROCK2 RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA4 RPS6KA5 RPS6KA6 RPS6KB1 RPS6KB2 RPTOR RUVBL1 RUVBL2 RWDD3 S100A8 S100A9 S1PR2 SAE1 SAMSN1 SBK1 SEMA4D SENP1 SENP2 SENP3 SENP5 SENP6 SENP7 SET SETBP1 SETD1A SETD1B SETD2 SETD3 SETD4 SETD6 SETD7 SETDB1 SETDB2 SF3B1 SFRP1 SFRP2 SGF29 SGK1 SGK2 SGK3 SH2D3A SH2D3C SH3BP5 SH3BP5L SIRT1 SIRT2 SIRT3 SIRT4 SIRT5 SIRT7 SLF1 SLF2 SMAD7 SMARCA5 SMC5 SMC6 SMG1 SMYD1 SMYD2 SMYD3 SNCA SNTA1 SNX6 SOCS1 SOCS3 SOCS4 SOCS5 SOX4 SPHK1 SPINK1 SPRED1 SPRED2 SPRY2 SPTBN4 SRC SRCIN1 SRMS SRPK1 SRPK2 SRPK3 STK11 STK32A STK32B STK32C STK38 STK38L STK39 STK4 STOX1 STX1A SUMO1 SUMO1P1 SUMO2 SUMO3 SUMO4 SUPT3H SYK TADA2A TADA2B TAF1 TAF10 TAF5L TAF9 TBC1D24 TBK1 TCL1A TCL1B TDGF1 TEK TENM1 TFRC TGFA TGFB1 TGFBR1 TGFBR2 THBS4 TLK1 TLK2 TMEM102 TMX3 TNF TNFRSF14 TNFRSF18 TNFRSF1A TNFSF18 TNK2 TNKS TNKS1BP1 TOLLIP TOP1 TOPORS TP53 TPGS1 TPST1 TPST2 TREM2 TRIM27 TRIM28 TRIM38 TRIM6 TRPC5 TRPM4 TSG101 TSLP TTBK1 TTBK2 TTC36 TTK TTLL1 TTLL10 TTLL11 TTLL13 TTLL2 TTLL3 TTLL4 TTLL5 TTLL6 TTLL7 TTLL8 TTLL9 TXN UBA2 UBE2I UBE2K UCN UHMK1 UHRF2 ULK1 ULK2 ULK3 UNC119 USPL1 VCPKMT VEGFA VIPAS39 VKORC1 VKORC1L1 VPS25 VPS33B VRK1 VRK2 VRK3 VTN WDR5 WDR5B WNK1 WNK3 WNT3A WNT5A YEATS2 YEATS4 YES1 ZAP70 ZBED1 ZDHHC1 ZDHHC11 ZDHHC11B ZDHHC12 ZDHHC14 ZDHHC15 ZDHHC18 ZDHHC19 ZDHHC2 ZDHHC20 ZDHHC21 ZDHHC22 ZDHHC23 ZDHHC24 ZDHHC3 ZDHHC4 ZDHHC6 ZDHHC7 ZDHHC8 ZDHHC9 ZFYVE28 ZGPAT ZMIZ1 ZMIZ2 ZNF451 ZNF592 GOBP_PEPTIDYL_ARGININE_METHYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PEPTIDYL_ARGININE_METHYLATION NDUFAF7 PRDM14 PRMT1 PRMT5 PRMT6 PRMT7 PRMT8 GOBP_PEPTIDYL_ARGININE_MODIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PEPTIDYL_ARGININE_MODIFICATION KRTCAP2 NDUFAF5 NDUFAF7 PARK7 PRDM14 PRMT1 PRMT5 PRMT6 PRMT7 PRMT8 GOBP_PEPTIDYL_CYSTEINE_MODIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PEPTIDYL_CYSTEINE_MODIFICATION ACE ATP2B4 CHCHD4 CLIP3 DMD GAPDH GOLGA7 GOLGA7B HHAT MIR132 MIR212 NCOA7 NOS1 NOS1AP NOS2 OXR1 PARK7 PRDX3 RAB6A S100A8 S100A9 SNTA1 TBC1D24 TMX3 TXN ZDHHC1 ZDHHC11 ZDHHC11B ZDHHC12 ZDHHC14 ZDHHC15 ZDHHC18 ZDHHC19 ZDHHC2 ZDHHC20 ZDHHC21 ZDHHC22 ZDHHC23 ZDHHC24 ZDHHC3 ZDHHC4 ZDHHC6 ZDHHC7 ZDHHC8 ZDHHC9 GOBP_PEPTIDYL_GLUTAMIC_ACID_MODIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PEPTIDYL_GLUTAMIC_ACID_MODIFICATION AGBL1 AGBL2 AGBL4 AGBL5 AGTPBP1 CEP41 CFAP20 FOLH1 FOLH1B GGCX NAA20 NAA80 TPGS1 TTLL1 TTLL10 TTLL11 TTLL13 TTLL2 TTLL3 TTLL4 TTLL5 TTLL6 TTLL7 TTLL8 TTLL9 VKORC1 VKORC1L1 GOBP_PEPTIDYL_HISTIDINE_MODIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PEPTIDYL_HISTIDINE_MODIFICATION DPH1 DPH2 DPH3 DPH5 DPH6 DPH7 METTL18 SETD3 GOBP_PEPTIDYL_LYSINE_ACETYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PEPTIDYL_LYSINE_ACETYLATION ACTL6A ACTL6B ATAT1 AUTS2 BAG6 BAZ1B BLOC1S1 BRCA1 BRD8 CPA4 CREBBP DDX21 DEK DIP2A DIP2B DMAP1 EP300 EP400 ERCC6 ESCO1 FLCN GATA2 HDAC2 HINT2 KANSL2 KANSL3 KAT14 KAT2A KAT2B KAT5 KAT7 KLF15 MAP3K7 MORF4L1 MORF4L2 MRGBP MSL1 MSL2 MSL3 MSL3P1 MYBBP1A NAT8 NAT8B NFYA NFYB NFYC PHF20 PHF20L1 PML PPARGC1A PRKAA1 PRKAA2 RUVBL1 RUVBL2 SET SF3B1 SGF29 SIRT1 SMARCA5 SOX4 SUPT3H TADA2A TADA2B TAF10 TAF5L TAF9 YEATS2 YEATS4 GOBP_PEPTIDYL_LYSINE_DEACETYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PEPTIDYL_LYSINE_DEACETYLATION HDAC10 HDAC4 HDAC6 HDAC9 SIRT2 SIRT3 SIRT4 GOBP_PEPTIDYL_LYSINE_DIMETHYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PEPTIDYL_LYSINE_DIMETHYLATION ASH1L CSKMT EHMT1 EHMT2 PRDM12 SETBP1 SETD2 SETD3 SETD4 SETD7 SMYD2 GOBP_PEPTIDYL_LYSINE_HYDROXYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PEPTIDYL_LYSINE_HYDROXYLATION JMJD6 P3H3 P3H4 PLOD1 PLOD2 PLOD3 VIPAS39 VPS33B GOBP_PEPTIDYL_LYSINE_METHYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PEPTIDYL_LYSINE_METHYLATION ANTKMT ASH1L ASH2L ATPSCKMT AUTS2 CSKMT DOT1L EEF1AKMT1 EEF1AKMT2 EEF1AKMT3 EEF2KMT EHMT1 EHMT2 ETFBKMT FAM86B1 FAM86B2 GCG HCFC1 KANSL1 KANSL2 KANSL3 KAT8 KMT2A KMT2B KMT5A MCRS1 MECP2 METTL18 METTL21A METTL21C METTL21EP NELFA NELFE OGT PHF20 PRDM12 RBBP5 SETBP1 SETD1A SETD1B SETD2 SETD3 SETD4 SETD6 SETD7 SETDB1 SETDB2 SMYD1 SMYD2 SMYD3 VCPKMT WDR5 WDR5B GOBP_PEPTIDYL_LYSINE_MODIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PEPTIDYL_LYSINE_MODIFICATION ACTL6A ACTL6B ANTKMT ARNT ASH1L ASH2L ATAT1 ATP7A ATPSCKMT AUTS2 BAG6 BAZ1B BCL11A BLOC1S1 BRCA1 BRD8 CAPN3 CBX4 CPA4 CREBBP CSKMT CTH CTNNB1 DDX21 DEK DHPS DIP2A DIP2B DMAP1 DOHH DOT1L EEF1AKMT1 EEF1AKMT2 EEF1AKMT3 EEF2KMT EGR1 EGR2 EHMT1 EHMT2 EID3 EP300 EP400 ERCC6 ESCO1 ETFBKMT EYA1 FAM86B1 FAM86B2 FLCN FSCB GATA2 GCG GCSH GNL3 GNL3L HCFC1 HDAC10 HDAC2 HDAC4 HDAC6 HDAC7 HDAC9 HINT1 HINT2 HMG20A HMG20B IFIH1 IVL JMJD6 KANSL1 KANSL2 KANSL3 KAT14 KAT2A KAT2B KAT5 KAT7 KAT8 KIAA1586 KLF15 KMT2A KMT2B KMT5A LIPT1 LIPT2 LOX LOXL1 LOXL2 LOXL3 LOXL4 MAGEA2 MAGEA2B MAP3K7 MCRS1 MDM2 MECP2 METTL18 METTL21A METTL21C METTL21EP MORF4L1 MORF4L2 MRGBP MSL1 MSL2 MSL3 MSL3P1 MUL1 MYBBP1A NAT8 NAT8B NDUFAB1 NELFA NELFE NFATC2IP NFYA NFYB NFYC NNAT NSMCE1 NSMCE2 NSMCE3 NSMCE4A OGT P3H3 P3H4 PARK7 PHF20 PHF20L1 PIAS1 PIAS2 PIAS3 PIAS4 PLOD1 PLOD2 PLOD3 PML PPARGC1A PRDM12 PRKAA1 PRKAA2 RANBP2 RANGAP1 RASD2 RBBP5 RELA RNF212 RNF212B RUVBL1 RUVBL2 RWDD3 SAE1 SENP1 SENP2 SENP3 SENP5 SENP6 SENP7 SET SETBP1 SETD1A SETD1B SETD2 SETD3 SETD4 SETD6 SETD7 SETDB1 SETDB2 SF3B1 SGF29 SIRT1 SIRT2 SIRT3 SIRT4 SIRT5 SIRT7 SLF1 SLF2 SMARCA5 SMC5 SMC6 SMYD1 SMYD2 SMYD3 SOX4 STX1A SUMO1 SUMO1P1 SUMO2 SUMO3 SUMO4 SUPT3H TADA2A TADA2B TAF10 TAF5L TAF9 TOLLIP TOPORS TRIM27 TRIM28 TRIM38 TRPM4 UBA2 UBE2I UHRF2 USPL1 VCPKMT VIPAS39 VPS33B WDR5 WDR5B YEATS2 YEATS4 ZBED1 ZMIZ1 ZMIZ2 ZNF451 GOBP_PEPTIDYL_LYSINE_MONOMETHYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PEPTIDYL_LYSINE_MONOMETHYLATION CSKMT EHMT1 KMT5A METTL18 SETD3 SETD4 SETD6 SETD7 SMYD2 GOBP_PEPTIDYL_LYSINE_OXIDATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PEPTIDYL_LYSINE_OXIDATION LOX LOXL1 LOXL2 LOXL3 LOXL4 GOBP_PEPTIDYL_LYSINE_TRIMETHYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PEPTIDYL_LYSINE_TRIMETHYLATION ANTKMT ATPSCKMT CSKMT EEF2KMT ETFBKMT FAM86B1 FAM86B2 SETD2 SETD3 SETD4 VCPKMT GOBP_PEPTIDYL_L_CYSTEINE_S_PALMITOYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PEPTIDYL_L_CYSTEINE_S_PALMITOYLATION CLIP3 GOLGA7 GOLGA7B ZDHHC1 ZDHHC11 ZDHHC11B ZDHHC12 ZDHHC14 ZDHHC15 ZDHHC18 ZDHHC19 ZDHHC2 ZDHHC20 ZDHHC21 ZDHHC22 ZDHHC23 ZDHHC24 ZDHHC3 ZDHHC4 ZDHHC6 ZDHHC7 ZDHHC8 ZDHHC9 GOBP_PEPTIDYL_METHIONINE_MODIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PEPTIDYL_METHIONINE_MODIFICATION APOA1 APOA2 METAP1 METAP1D METAP2 NAA15 NAA16 NAA20 NAA25 NAA30 NAA60 PDF GOBP_PEPTIDYL_PROLINE_HYDROXYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PEPTIDYL_PROLINE_HYDROXYLATION CRTAP EGLN1 EGLN2 EGLN3 OGFOD1 P3H2 P4HA1 P4HA2 P4HA3 P4HB P4HTM GOBP_PEPTIDYL_PROLINE_HYDROXYLATION_TO_4_HYDROXY_L_PROLINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PEPTIDYL_PROLINE_HYDROXYLATION_TO_4_HYDROXY_L_PROLINE EGLN1 EGLN2 EGLN3 P4HA1 P4HA2 P4HA3 P4HB P4HTM GOBP_PEPTIDYL_PROLINE_MODIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PEPTIDYL_PROLINE_MODIFICATION CRTAP EGLN1 EGLN2 EGLN3 FKBP10 FKBP1A FKBP1B FKBP1C FKBP4 FKBP5 FKBP7 NKTR NTMT1 OGFOD1 P3H2 P4HA1 P4HA2 P4HA3 P4HB P4HTM PIN1 PPIA PPIAL4A PPIAL4C PPIAL4D PPIAL4E PPIAL4F PPIAL4G PPIAL4H PPIB PPIC PPID PPIE PPIF PPIG PPIH PPIL1 PPIL3 PPIL6 PPWD1 GOBP_PEPTIDYL_SERINE_AUTOPHOSPHORYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PEPTIDYL_SERINE_AUTOPHOSPHORYLATION ATM DYRK1A ERN1 MAP2K2 MARK3 PIKFYVE PINK1 RIPK1 GOBP_PEPTIDYL_SERINE_DEPHOSPHORYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PEPTIDYL_SERINE_DEPHOSPHORYLATION DUSP1 NCK1 PPM1F PPP1CA PPP1R15A PPP1R15B PPP1R16B PPP2CA PPP2CB PPP3CA PPP5C PPTC7 SWAP70 YWHAE GOBP_PEPTIDYL_SERINE_MODIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PEPTIDYL_SERINE_MODIFICATION AKAP9 AKT1 AKT2 AKT3 ANGPT1 APP ARAF ATM ATP2B4 ATR AURKA AVP AXIN1 BAG4 BAK1 BAX BCAR3 BCL2 BDKRB2 BDNF BRAF BRSK1 C8orf44-SGK3 CAB39 CALCR CAMK1 CAMK1D CAMK1G CAMK2A CAMK2B CAMK2D CAMK4 CAMKV CAPRIN2 CAV1 CD44 CDC7 CDK1 CDK2 CDK5 CDK5R1 CHRNA7 CHUK CLSPN CNKSR3 CNOT9 CREBL2 CSF3 CSNK1A1 CSNK1A1L CSNK1D CSNK1E CSNK1G1 CSNK1G2 CSNK1G3 CSNK2A1 CSNK2A2 DCLK3 DGKQ DKK1 DMD DMPK DMTN DOCK7 DYRK1A DYRK1B DYRK2 DYRK3 DYRK4 EGFR EIF2AK3 EIF4G1 ERN1 FNIP1 FNIP2 GADD45A GALNT1 GALNT13 GALNT16 GALNT2 GALNT3 GALNT4 GCG GGNBP2 GPD1L GRK2 GSK3A GSK3B HAX1 HCLS1 HDAC6 HGF HIPK1 HIPK2 HIPK3 HIPK4 HRC HSP90AA1 HSP90AB1 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IFNE IFNG IFNK IFNW1 IKBKB IKBKE IL11 IL6 INPP5F INPP5J INPP5K IP6K2 IRGM LATS1 LATS2 LIF LMTK2 LRRK2 MAD2L2 MAP2K2 MAP3K10 MAP3K12 MAP3K13 MAP3K20 MAP4K1 MAPK1 MAPK12 MAPK13 MAPK14 MAPK8 MAPK9 MAPKAP1 MAPKAPK2 MAPKAPK3 MAPKAPK5 MARK1 MARK2 MARK3 MAST1 MAST2 MAST3 MAST4 MASTL MBOAT4 MGAT5B MIF MIR132 MIR212 MIR219A1 MKNK1 MKNK2 MLXIPL MORC3 MTCP1 MTOR MYO3A MYO3B NCK1 NCK2 NDNF NEK6 NEK7 NGF NLK NLRP2B NOS1 NSD1 NTF3 NTF4 NTMT1 NTRK2 NTRK3 OPRD1 OSM PAK1 PAK2 PAQR3 PARK7 PBK PCK1 PDCD10 PDE4D PDK3 PDPK1 PFN2 PIK3CA PIKFYVE PINK1 PKD1 PKN1 PKN2 PKN3 PLK1 PLK2 PNCK POGLUT1 POGLUT2 POGLUT3 PPM1F PRKAA1 PRKACA PRKACB PRKACG PRKCA PRKCB PRKCD PRKCE PRKCG PRKCH PRKCI PRKCQ PRKCZ PRKD1 PRKD2 PRKDC PRKX PTEN PTGS2 PWP1 RACK1 RAF1 RAMP3 RASSF2 RET RICTOR RIPK1 RIPK2 ROCK1 ROCK2 RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA4 RPS6KA5 RPS6KA6 RPS6KB1 RPS6KB2 RPTOR SBK1 SFRP2 SGK1 SGK2 SGK3 SH2D3A SH2D3C SMAD7 SMG1 SMYD3 SNCA SPRY2 SPTBN4 SRPK1 SRPK2 SRPK3 STK32A STK32B STK32C STK38 STK38L STK39 STK4 STOX1 TAF1 TBK1 TCL1A TCL1B TDGF1 TENM1 TFRC TGFB1 TGFBR1 TGFBR2 TLK1 TLK2 TNF TNKS TNKS1BP1 TOP1 TRIM6 TTBK1 TTBK2 TTK TXN UCN UHMK1 ULK1 ULK2 ULK3 VEGFA VRK1 VRK2 VRK3 WNK1 WNT3A WNT5A GOBP_PEPTIDYL_THREONINE_DEPHOSPHORYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PEPTIDYL_THREONINE_DEPHOSPHORYLATION DUSP1 DUSP10 DUSP18 DUSP5 PDP1 PGAM5 PPM1A PPM1B PPM1D PPM1E PPM1F PPM1G PPM1K PPM1N PPP1CA PPP2CA PPP2CB PPP5C GOBP_PEPTIDYL_THREONINE_MODIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PEPTIDYL_THREONINE_MODIFICATION ACVR1 ACVR1B ADCY10 AKT1 APP ATF2 AXIN1 AZU1 CAB39 CAD CADM4 CALM1 CALM2 CALM3 CAMK2A CAMK2D CDC42BPA CDC42BPB CDC42BPG CDK1 CDK10 CDK5 CDK5R1 CEMIP CHEK1 CHI3L1 CSNK2A1 CSNK2A2 CSNK2B DGKQ DMTN DYRK1A DYRK1B DYRK2 DYRK3 DYRK4 EGF EIF4G1 EOGT GALNT1 GALNT11 GALNT13 GALNT16 GALNT2 GALNT3 GALNT4 GALNT6 GALNTL6 GCG GSK3A GSK3B HIPK1 HIPK2 HIPK3 HIPK4 INPP5K IRGM LMTK2 LRRK2 MAP3K10 MAPK1 MAPK8 MARK2 MIR103A1 MIR15A MYLK2 NLK OXSR1 PARD3 PDPK1 PLK1 PPEF2 PPP2R5D PRKAG2 PRKCA PRKCD PRKD1 PRKD2 PRKDC RIPK2 ROCK1 ROCK2 RPTOR S1PR2 SBK1 SIRT2 SMAD7 SPHK1 SPRED1 SPRED2 SPRY2 STK11 STK39 STOX1 TAF1 TBK1 TGFB1 TGFBR1 TGFBR2 TNKS TNKS1BP1 TRIM6 TRPC5 TTBK1 TTC36 UBE2K ULK1 WNK1 WNK3 WNT5A GOBP_PEPTIDYL_TYROSINE_AUTOPHOSPHORYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PEPTIDYL_TYROSINE_AUTOPHOSPHORYLATION AATK ABL1 ACE ALK CAV1 DDR1 DYRK1A EGFR GREM1 IGF1R KDR LCK LTK MAPK3 NTRK1 PTK2B SRMS VEGFA GOBP_PEPTIDYL_TYROSINE_DEPHOSPHORYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PEPTIDYL_TYROSINE_DEPHOSPHORYLATION ACP4 DUSP1 DUSP10 DUSP18 DUSP21 DUSP22 DUSP3 DUSP5 DUSP6 DUSP7 PTPN1 PTPN11 PTPN12 PTPN13 PTPN18 PTPN2 PTPN22 PTPN5 PTPN6 PTPN9 PTPRB PTPRF PTPRJ PTPRO PTPRQ PTPRR PTPRS PTPRT PTPRZ1 TNS2 UBASH3B GOBP_PEPTIDYL_TYROSINE_DEPHOSPHORYLATION_INVOLVED_IN_INACTIVATION_OF_PROTEIN_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PEPTIDYL_TYROSINE_DEPHOSPHORYLATION_INVOLVED_IN_INACTIVATION_OF_PROTEIN_KINASE_ACTIVITY ACP4 DUSP10 DUSP3 PTPN1 PTPRB PTPRO PTPRQ PTPRT GOBP_PEPTIDYL_TYROSINE_MODIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PEPTIDYL_TYROSINE_MODIFICATION AATK ABI1 ABI2 ABI3 ABL1 ABL2 ACE ACVR1 ADAM17 ADIPOQ ADNP ADRA2A AGT ALK ANGPT1 ANGPT4 APP AREG ARHGEF2 ARL2BP BANK1 BLK BMP6 BST1 BTK CADM4 CASS4 CAV1 CBL CBLB CBLC CCL5 CD300A CD36 CD3E CD4 CD40 CD44 CD74 CD80 CHMP6 CLCF1 CLEC6A CLK1 CLK2 CLK4 CNOT7 CNTF CRLF1 CSF1R CSF2 CSF3 CSH1 CSH2 CSHL1 CSPG4 CTF1 DDR1 DDR2 DGKQ DLG3 DLG4 DMTN DOK7 DUSP22 DYRK1A EFEMP1 EFNA1 EFNA5 EGF EGFR EHD4 ENPP2 EPGN EPHA1 EPHA3 EPHA4 EPHA7 EPHB2 EPO ERBB2 ERBB3 ERBB4 ERRFI1 FBXW7 FCGR1A FER FES FGF10 FGF7 FGF8 FGFR1 FGFR2 FGFR3 FGFR4 FGR FLT1 FLT3 FLT4 FYN GATA1 GFRA1 GGNBP2 GH1 GH2 GHR GPRC5A GPRC5B GREM1 GRM5 HAX1 HBEGF HCK HCLS1 HDAC2 HES1 HES5 HGF HPX HRG HSF1 HTR2A HYAL2 IFNG IFNL1 IFNL4 IGF1 IGF1R IGF2 IL11 IL12A IL12B IL13 IL15 IL18 IL2 IL20 IL21 IL22RA2 IL23A IL23R IL24 IL3 IL31RA IL34 IL4 IL5 IL6 IL6R IL6ST IL7 IL9 INPP5F INSR ISL1 ITGA5 ITGB2 ITGB3 JAK1 JAK2 JAK3 KDR KIT KITLG LACRT LCK LEP LIF LILRA5 LILRB4 LONP1 LRP4 LRP8 LRRK1 LTK LYN MAPK3 MIF MIR106B MIR138-1 MIR146A MIR19A MIR19B1 MIR221 MLST8 MTOR MVP NCF1 NCL NEDD9 NF2 NOD2 NOX4 NRP1 NTF3 NTRK1 OSBP OSM PAK2 PARP14 PARP9 PDCL3 PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PECAM1 PIBF1 PKDCC PLCG2 PLPP3 PPP2CA PPP2R1A PPP2R5B PRKCD PRKCE PRKCZ PRLR PRNP PTK2 PTK2B PTK6 PTPN1 PTPN11 PTPN2 PTPN6 PTPRC PTPRJ RAP2B RAP2C RELN RICTOR RIPK2 SAMSN1 SEMA4D SFRP1 SFRP2 SH3BP5 SH3BP5L SNX6 SOCS1 SOCS3 SOCS4 SOCS5 SPINK1 SRC SRCIN1 SRMS SYK TDGF1 TEK TGFA TGFB1 THBS4 TMEM102 TNF TNFRSF14 TNFRSF18 TNFRSF1A TNFSF18 TNK2 TP53 TPST1 TPST2 TREM2 TSG101 TSLP TTBK1 UNC119 VEGFA VPS25 VTN YES1 ZAP70 ZFYVE28 ZGPAT ZNF592 GOBP_PERICARDIUM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PERICARDIUM_DEVELOPMENT BMP2 BMP5 BMP7 CCM2 DLL4 FLRT3 HAND2 HEG1 NKX2-6 NOTCH1 RPGRIP1L SETD2 SMAD2 SMAD3 SOS1 TBX20 TBX5 WNT5A WT1 GOBP_PERICARDIUM_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PERICARDIUM_MORPHOGENESIS BMP5 BMP7 DLL4 FLRT3 NOTCH1 SOS1 TBX20 WNT5A GOBP_PERICENTRIC_HETEROCHROMATIN_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PERICENTRIC_HETEROCHROMATIN_FORMATION CENPV H3-3A H3-3B HELLS SIRT6 GOBP_PERICYTE_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PERICYTE_CELL_DIFFERENTIATION ACTA2 BMP4 CD34 EPHA2 FOXC2 GPR4 NOTCH1 OSR1 PDGFB SPI1 WNT4 GOBP_PERIPHERAL_NERVOUS_SYSTEM_AXON_REGENERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PERIPHERAL_NERVOUS_SYSTEM_AXON_REGENERATION APOA4 APOD CERS2 MAP1B MIR221 MIR222 MMP2 NEFL TNC TSPO GOBP_PERIPHERAL_NERVOUS_SYSTEM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PERIPHERAL_NERVOUS_SYSTEM_DEVELOPMENT ADGRB1 ADGRB2 ADGRG6 AKT1 AKT2 ALDH3A2 ARHGEF10 ARTN ASCL1 ASIC2 BDNF CDK1 CDK5 CITED2 CLDN1 CNTNAP1 DAG1 DICER1 EDNRB EGR2 EGR3 ERBB2 ERBB3 ETV1 FA2H GDNF GFRA3 GPC1 GSTM3 HAND2 HAPLN2 HOXD10 HOXD9 ILK ISL1 ISL2 ITGB4 LAMA2 LAMB2 LGI4 MED12 MYOC NAB1 NAB2 NCMAP NDRG1 NEFH NEUROG3 NF1 NFASC NGF NHLH2 NTF3 NTF4 NTRK2 ONECUT2 PALS1 PARD3 PLEC PLXNA4 PMP22 POU3F1 POU3F2 POU4F1 PPP3R1 PRX RELA RUNX1 RUNX3 SCN8A SERPINI1 SH3TC2 SIRT2 SKI SLC25A46 SLC5A3 SOD1 SOX10 SOX8 TBCE UGT8 GOBP_PERIPHERAL_NERVOUS_SYSTEM_MYELIN_MAINTENANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PERIPHERAL_NERVOUS_SYSTEM_MYELIN_MAINTENANCE AKT1 AKT2 FA2H NDRG1 PALS1 PLEC PRX SH3TC2 SOD1 GOBP_PERIPHERAL_NERVOUS_SYSTEM_NEURON_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PERIPHERAL_NERVOUS_SYSTEM_NEURON_DIFFERENTIATION ASCL1 ETV1 HAND2 HOXD10 HOXD9 ISL1 ISL2 NEFH NTRK2 ONECUT2 POU4F1 RUNX1 RUNX3 SLC25A46 TBCE GOBP_PERISTALSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PERISTALSIS DCANP1 DLG1 DRD1 DRD2 GDNF NEUROG1 P2RX2 P2RX3 SSTR2 TBX2 TBX3 TIFAB GOBP_PERK_MEDIATED_UNFOLDED_PROTEIN_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PERK_MEDIATED_UNFOLDED_PROTEIN_RESPONSE ABCA7 AGR2 ATF4 BOK DDIT3 EIF2AK3 EIF2S1 HSPA5 NCK1 NCK2 NFE2L2 PPP1R15A PPP1R15B PTPN1 PTPN2 QRICH1 TMED2 TMEM33 GOBP_PEROXISOMAL_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PEROXISOMAL_TRANSPORT ABCD1 ABCD2 ABCD3 ABCD4 HACL1 LONP2 PEX1 PEX10 PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX5L PEX6 PEX7 RAB8B TRIM37 USP9X ZFAND6 GOBP_PEROXISOME_FISSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PEROXISOME_FISSION ACOT8 CRYZL2P-SEC16B DNM1L FIS1 MFF PEX11A PEX11B PEX11G PEX19 SEC16B GOBP_PEROXISOME_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PEROXISOME_ORGANIZATION ABCD1 ABCD2 ABCD3 ABCD4 ACOT8 CRYZL2P-SEC16B DNM1L FIS1 HACL1 LONP2 MAVS MFF PEX1 PEX10 PEX11A PEX11B PEX11G PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX5L PEX6 PEX7 PJVK PLAAT3 RAB8B SEC16B TMEM135 TRIM37 USP9X ZFAND6 GOBP_PEROXISOME_PROLIFERATOR_ACTIVATED_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PEROXISOME_PROLIFERATOR_ACTIVATED_RECEPTOR_SIGNALING_PATHWAY ACTN4 ALOX15 ALOX15B ALOXE3 ASXL1 ASXL2 BMP2 CITED2 FABP5 FAM120B GPS2 LEP LMO3 MED1 MIR34A NCOA1 NCOA2 PDK3 PLIN5 PPARG PTGIS RXRA SIRT1 TWIST1 GOBP_PEXOPHAGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PEXOPHAGY ATM PEX2 PEX5 PJVK SQSTM1 USP30 GOBP_PHAGOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PHAGOCYTOSIS ABCA1 ABCA7 ABL1 ADGRB1 ADIPOQ ADORA1 ADORA2A AHSG AIF1 ALOX15 ANO6 ANXA1 ANXA11 ANXA3 APOA1 APOA2 APPL1 APPL2 ARHGAP12 ARHGAP25 ARL8B ATG3 ATG5 AXL AZU1 BCR BECN1 BIN2 BLTP1 BTK C1orf43 C2 C3 C4A C4B C4BPA C4BPB CALR CAMK1D CCL2 CCR2 CD14 CD300A CD300LF CD302 CD36 CD47 CD93 CDC42 CDC42SE1 CDC42SE2 CEACAM4 CEBPE CFP CLCN3 CLEC7A CLN3 CNN2 COLEC10 COLEC11 COLEC12 CORO1A CORO1C CRP CRYBA1 CSK CYBA DNM2 DOCK1 DOCK2 DYSF EIF2AK1 ELANE ELMO1 ELMO2 ELMO3 F2RL1 FCER1G FCGR1A FCGR2B FCN1 FCN2 FCN3 FGR FPR2 FYN GAS6 GATA2 GSN GULP1 HAVCR1 HCK HMGB1 ICAM3 ICAM5 IFNG IL15 IL15RA IL1B IL2RB IL2RG IRF8 ITGA2 ITGAL ITGAM ITGAV ITGB1 ITGB2 ITGB3 JMJD6 LBP LDLR LEP LEPR LETMD1 LIMK1 LMAN2 LRP1 LYAR LYN LYST MARCO MBL2 MEGF10 MERTK MESD MET MFGE8 MIR17 MIR181B1 MIR183 MIR20A MSR1 MST1R MYD88 MYH9 MYO18A MYO1G MYO7A NCF2 NCF4 NCKAP1L NOD2 NR1H3 P2RX7 P2RY6 PAK1 PEAR1 PECAM1 PIK3CA PIKFYVE PIP4P2 PIP5K1A PIP5K1C PLA2G5 PLA2G6 PLCG2 PLD2 PLD4 PLPP4 PLSCR1 PRKCD PRKCE PRKCG PRTN3 PTK2 PTPRC PTPRJ PTX3 PYCARD RAB11FIP2 RAB14 RAB20 RAB27A RAB31 RAB34 RAB39A RAB5A RAB7A RAB7B RAC1 RAC3 RACK1 RARA RUBCN SCARB1 SFTPA1 SFTPD SH3BP1 SIRPA SIRPB1 SIRPG SLAMF1 SLC11A1 SNX3 SOD1 SPACA3 SPG11 SPHK1 SPON2 SRC SRPX STAP1 SYK SYT11 SYT7 TAFA4 TGM2 THBS1 TICAM2 TIMD4 TLR2 TLR4 TM9SF4 TMEM175 TNF TREM2 TREX1 TUB TULP1 TUSC2 TYRO3 TYROBP UNC13D VAMP7 VAV1 VAV2 VAV3 VIPAS39 VPS33B XKR4 XKR5 XKR6 XKR7 XKR8 XKR9 YES1 GOBP_PHAGOCYTOSIS_ENGULFMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PHAGOCYTOSIS_ENGULFMENT ABCA1 ABCA7 ADGRB1 AIF1 ALOX15 ANO6 APPL2 ARHGAP12 ARHGAP25 BECN1 BIN2 C3 CD300A CD36 CDC42 CLCN3 DOCK1 ELMO1 F2RL1 FCGR1A FCGR2B GATA2 GSN GULP1 HAVCR1 ITGA2 ITGAM ITGB2 MARCO MEGF10 MSR1 MYH9 NCKAP1L PLCG2 RAB31 RAC1 RAC3 SH3BP1 STAP1 THBS1 TIMD4 TREM2 VAMP7 XKR4 XKR5 XKR6 XKR7 XKR8 XKR9 GOBP_PHAGOCYTOSIS_RECOGNITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PHAGOCYTOSIS_RECOGNITION ADGRB1 C4B C4BPA C4BPB CD36 CFP CLEC7A COLEC10 COLEC11 COLEC12 CRP FCGR1A FCN1 FCN2 FCN3 JMJD6 LBP MBL2 MEGF10 MYO18A PEAR1 PLA2G5 PTX3 SCARB1 SFTPA1 SPON2 TREM2 TUB TULP1 GOBP_PHAGOLYSOSOME_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PHAGOLYSOSOME_ASSEMBLY ARL8B CLN3 CORO1A MYO7A P2RX7 PIKFYVE PLA2G5 RAB14 RAB20 RAB34 RAB39A RAB7A RAB7B SPG11 SRPX SYT7 TMEM175 VIPAS39 VPS33B GOBP_PHAGOSOME_ACIDIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PHAGOSOME_ACIDIFICATION RAB20 RAB38 RAB39A RAB7A SLAMF8 SLC4A7 TCIRG1 GOBP_PHAGOSOME_LYSOSOME_FUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PHAGOSOME_LYSOSOME_FUSION ARL8B CLN3 PIKFYVE PLA2G5 RAB20 RAB34 RAB39A RAB7A RAB7B SPG11 SYT7 TMEM175 VIPAS39 VPS33B GOBP_PHAGOSOME_MATURATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PHAGOSOME_MATURATION ARL8B CLN3 CORO1A MCOLN1 MREG MYO7A P2RX7 PIKFYVE PLA2G5 RAB14 RAB20 RAB31 RAB32 RAB34 RAB38 RAB39A RAB43 RAB7A RAB7B SLAMF8 SLC4A7 SLC9A9 SPG11 SRPX SYT11 SYT7 TCIRG1 TMEM175 VIPAS39 VPS33B GOBP_PHARYNGEAL_ARCH_ARTERY_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PHARYNGEAL_ARCH_ARTERY_MORPHOGENESIS ADGRF5 BMP4 BMPR1A BMPR2 EDN1 EDNRA FOLR1 HES1 NOG TGFB2 GOBP_PHARYNGEAL_SYSTEM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PHARYNGEAL_SYSTEM_DEVELOPMENT ACVR1 ADGRF5 BMP4 BMP5 BMP7 BMPR1A BMPR2 ECE1 EDN1 EDNRA EYA1 FGF8 FOLR1 FOXI3 GATA3 HES1 HOXA2 ISL1 NKX2-5 NKX2-6 NKX3-1 NOG PLXNA2 PTCH1 RIPPLY3 SIX1 SIX4 TBX1 TGFB2 TGFBR1 GOBP_PHASIC_SMOOTH_MUSCLE_CONTRACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PHASIC_SMOOTH_MUSCLE_CONTRACTION DCANP1 DLG1 DRD1 DRD2 EDN1 EDN2 EDN3 EDNRB GDNF GHRL GHSR HTR1D HTR2B KIT NEUROG1 P2RX2 P2RX3 PTGER3 SCN11A SSTR2 TACR2 TBX2 TBX3 TIFAB GOBP_PHENOL_CONTAINING_COMPOUND_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PHENOL_CONTAINING_COMPOUND_BIOSYNTHETIC_PROCESS ALDH2 APPL1 ASIP ATP7A CDH3 CITED1 CTNS DAO DBH DCT DDC DDT GATA3 GCH1 GIPC1 GPR37 HAND2 HDC INSM1 KL MC1R MFSD12 MOXD1 MOXD2P NR4A2 OCA2 OPN3 PAH PARK7 PMEL PNMT RAB38 RAPGEF2 SLC24A5 SLC45A2 SLC6A3 SLC7A11 SNCA TGFB2 TH TPH1 TPH2 TRPC1 TYR TYRP1 VPS35 WNT5A ZEB2 GOBP_PHENOL_CONTAINING_COMPOUND_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PHENOL_CONTAINING_COMPOUND_CATABOLIC_PROCESS COMT DBH DIO3 FAH MAOA MAOB MOXD1 MOXD2P SLC6A3 SULT1A3 SULT1A4 GOBP_PHENOL_CONTAINING_COMPOUND_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PHENOL_CONTAINING_COMPOUND_METABOLIC_PROCESS ABAT ALDH2 AOC2 APPL1 ASIP ATP7A BCL2 BTBD9 CDH3 CGA CHRNB2 CITED1 COMT CPQ CRYM CTNS CTSB CTSK CYP2E1 DAO DBH DCT DDC DDT DIO1 DIO2 DIO3 DRD1 DRD2 DRD3 DRD4 DUOX1 DUOX2 DUOXA1 DUOXA2 EDNRA EPAS1 FAH FOXE1 GATA3 GCH1 GCNT4 GIPC1 GNAT2 GPR37 GRIN2A HAND2 HDC HPN HPRT1 HTR1A INSM1 ITGAM ITGB2 IYD KL MAOA MAOB MC1R MED1 MFSD12 MOXD1 MOXD2P MTPN NPR1 NR4A2 OCA2 OPN3 PAH PARK7 PAX8 PDE1B PMEL PNKD PNMT PRKN RAB38 RAPGEF2 RNF180 RTL4 SLC16A10 SLC16A2 SLC1A1 SLC24A5 SLC26A7 SLC45A2 SLC5A5 SLC6A3 SLC7A11 SLCO1C1 SNCA SNCAIP SNCB SRD5A1 SULT1A1 SULT1A2 SULT1A3 SULT1A4 SULT1B1 SULT2A1 TACR3 TG TGFB2 TH TPH1 TPH2 TPO TRPC1 TYR TYRP1 VHL VPS35 WNT5A ZEB2 GOBP_PHENOTYPIC_SWITCHING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PHENOTYPIC_SWITCHING DNMT1 EHMT2 FGF9 MIR1-1 MIR140 MIR143 MIR145 MIR182 MIR18A MIR199B MIR21 MIR214 MIR221 MYOCD OLFM2 PDGFB SOD2 GOBP_PHENYLPROPANOID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PHENYLPROPANOID_METABOLIC_PROCESS CYP1A1 CYP2A13 CYP2A6 CYP2A7 CYP2D6 UGT1A7 UGT1A8 GOBP_PHOSPHAGEN_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PHOSPHAGEN_METABOLIC_PROCESS CKB CKM CKMT1A CKMT1B CKMT2 GOBP_PHOSPHATE_ION_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PHOSPHATE_ION_HOMEOSTASIS ABCC6 ALPL ANKH ENPP1 ENPP3 FGF23 FGFR4 GCM2 NHERF1 PTH SFRP4 SLC17A6 SLC17A7 SLC17A8 SLC34A1 SLC34A2 SLC34A3 TMEM174 UMOD XPR1 GOBP_PHOSPHATE_ION_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PHOSPHATE_ION_TRANSMEMBRANE_TRANSPORT ADAMTS8 ANKH SLC17A1 SLC17A7 SLC20A1 SLC20A2 SLC25A10 SLC25A11 SLC25A3 SLC34A1 SLC37A1 SLC37A2 SLC37A3 SLC37A4 UCP2 VDR XPR1 GOBP_PHOSPHATE_ION_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PHOSPHATE_ION_TRANSPORT ADAMTS8 ANKH ATF4 CEBPB CRY2 FGF23 SFRP4 SLC17A1 SLC17A3 SLC17A4 SLC17A6 SLC17A7 SLC17A8 SLC20A1 SLC20A2 SLC25A10 SLC25A11 SLC25A3 SLC34A1 SLC34A2 SLC34A3 SLC37A1 SLC37A2 SLC37A3 SLC37A4 UCP2 VDR XPR1 GOBP_PHOSPHATIDIC_ACID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PHOSPHATIDIC_ACID_METABOLIC_PROCESS ABHD4 ABHD5 ACP6 AGPAT1 AGPAT2 AGPAT3 AGPAT4 AGPAT5 DGKA DGKB DGKD DGKE DGKG DGKH DGKQ DGKZ GNPAT GPAM GPAT2 GPAT3 GPAT4 LCLAT1 LIPH LIPI LPCAT1 LPCAT4 LPIN1 NR1H4 PLA2G10 PLA2G2A PLA2G3 PLA2G6 PLD1 PLD2 PNPLA3 SLC27A1 GOBP_PHOSPHATIDYLCHOLINE_ACYL_CHAIN_REMODELING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PHOSPHATIDYLCHOLINE_ACYL_CHAIN_REMODELING DBI LPCAT1 LPCAT2 LPCAT3 LPCAT4 MBOAT2 MBOAT7 NR1H2 NR1H3 PLA2G2F PLA2G4A PLA2G4C PLB1 TMEM86B GOBP_PHOSPHATIDYLCHOLINE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PHOSPHATIDYLCHOLINE_BIOSYNTHETIC_PROCESS ABHD3 ACSL3 APOA1 APOA2 CAPN2 CDS1 CEPT1 CHAT CHKA CHKB CHPT1 DHRS7B FABP3 FABP5 GPAT4 LCAT LPCAT1 LPCAT3 MFSD2A PCYT1A PCYT1B PEMT RAB38 SLC27A1 SLC44A1 SLC44A2 SLC44A3 SLC44A4 SLC44A5 GOBP_PHOSPHATIDYLCHOLINE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PHOSPHATIDYLCHOLINE_CATABOLIC_PROCESS APOC1 ENPP2 GDPD3 LDLR LIPC PLA2G10 PLA2G15 PLA2G4A PLA2G5 PLA2G6 PLA2G7 PLB1 PNLIPRP2 PNPLA7 PNPLA8 SCARB1 GOBP_PHOSPHATIDYLCHOLINE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PHOSPHATIDYLCHOLINE_METABOLIC_PROCESS ABCA3 ABHD3 ABHD4 ACSL3 APOA1 APOA2 APOA4 APOC1 CAPN2 CDS1 CEPT1 CETP CHAT CHKA CHKB CHPT1 DBI DHRS7B ENPP2 FABP3 FABP5 GDPD3 GPAT4 GPLD1 LCAT LDLR LIPC LPCAT1 LPCAT2 LPCAT3 LPCAT4 LPGAT1 MBOAT1 MBOAT2 MBOAT7 MECP2 MFSD2A NR1H2 NR1H3 OC90 PCYT1A PCYT1B PEMT PLA2G10 PLA2G15 PLA2G1B PLA2G2A PLA2G2C PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G4A PLA2G4C PLA2G5 PLA2G6 PLA2G7 PLAAT1 PLAAT2 PLAAT3 PLAAT4 PLB1 PNLIPRP2 PNPLA6 PNPLA7 PNPLA8 PON1 RAB38 SCARB1 SLC27A1 SLC44A1 SLC44A2 SLC44A3 SLC44A4 SLC44A5 TMEM86B GOBP_PHOSPHATIDYLETHANOLAMINE_ACYL_CHAIN_REMODELING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PHOSPHATIDYLETHANOLAMINE_ACYL_CHAIN_REMODELING ABHD4 LPCAT3 LPCAT4 LPGAT1 MBOAT1 MBOAT2 PLA2G2F PLA2G4C PLAAT2 PLAAT3 PLAAT4 GOBP_PHOSPHATIDYLETHANOLAMINE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PHOSPHATIDYLETHANOLAMINE_BIOSYNTHETIC_PROCESS ALOX15 CEPT1 CHKA CHKB ETNK1 ETNK2 PCYT2 PISD SELENOI SLC27A1 GOBP_PHOSPHATIDYLETHANOLAMINE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PHOSPHATIDYLETHANOLAMINE_METABOLIC_PROCESS ABHD4 ALOX15 CEPT1 CHKA CHKB ETNK1 ETNK2 MFSD2A NAAA NAPEPLD PCYT2 PISD PLA2G10 PLA2G15 PLA2G2A PLA2G2D PLA2G3 PLA2G4E PLA2G6 PLAAT1 PLAAT2 PLAAT3 PLAAT4 PLAAT5 PLB1 PNPLA8 SELENOI SLC27A1 GOBP_PHOSPHATIDYLGLYCEROL_ACYL_CHAIN_REMODELING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PHOSPHATIDYLGLYCEROL_ACYL_CHAIN_REMODELING CRLS1 LPCAT1 LPCAT4 LPGAT1 PLA2G2F PLA2G4B PLA2G4D PLA2G4F SERAC1 GOBP_PHOSPHATIDYLGLYCEROL_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PHOSPHATIDYLGLYCEROL_BIOSYNTHETIC_PROCESS CDS2 CRLS1 GPAM PGS1 PLA2G6 PLSCR3 PTPMT1 SLC27A1 TAFAZZIN TAMM41 GOBP_PHOSPHATIDYLGLYCEROL_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PHOSPHATIDYLGLYCEROL_METABOLIC_PROCESS ABCA3 CDS2 CRLS1 DNAJC19 GPAM HADHA LCLAT1 LPCAT1 LPCAT4 LPGAT1 MECP2 PGS1 PHB2 PLA2G10 PLA2G15 PLA2G1B PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G4A PLA2G4B PLA2G4D PLA2G4F PLA2G5 PLA2G6 PLB1 PLSCR3 PNPLA8 PTPMT1 SERAC1 SLC27A1 TAFAZZIN TAMM41 THEM5 GOBP_PHOSPHATIDYLINOSITOL_3_KINASE_PROTEIN_KINASE_B_SIGNAL_TRANSDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PHOSPHATIDYLINOSITOL_3_KINASE_PROTEIN_KINASE_B_SIGNAL_TRANSDUCTION ADAM8 ADTRP AGT AIM2 AKR1C2 AKR1C3 AKT1 ANGPT1 ARRB2 ATG14 AXL BAG4 BANK1 BECN1 BTBD10 BTN2A2 C1QBP C1QTNF1 C1QTNF12 CALCR CASS4 CAV3 CAVIN3 CBL CCL19 CCL21 CCL3 CCL5 CCR7 CD160 CD28 CD40 CEACAM1 CHI3L1 CIB1 CPNE1 CRNN CRYBA1 CSF1R CSF3 CX3CL1 CX3CR1 DAB2IP DAG1 DCN DDIT3 DDR1 DDR2 DIPK2A DLG1 DRD2 DRD3 EDN1 EGF EGFR ENG EPHA2 ERBB2 ERBB3 ERFE EXTL3 F10 F2R F2RL1 F3 F7 FAM110C FBXL2 FCGR3A FERMT2 FGF2 FGFR1 FGR FLCN FLT1 FLT3 FN1 FSHR GAB2 GAS6 GATA3 GATA4 GCNT2 GDF15 GFRAL GH1 GPER1 GPX1 GRM2 H19 HAX1 HBEGF HCLS1 HCST HGF HIP1 HLA-G HPSE HSP90AA1 HSP90AB1 HTR2A HTR2B HYAL2 IAPP IGF1 IGF1R IGF2 IGFBP5 IL18 IL26 ILK INPP5F INPP5K INS INSR IRS1 ITGB1 ITGB1BP1 JAK2 KDR KIT LEMD2 LEP LIN28A LOX LRP2 LTK MAGI2 MAZ MC1R MEIS3 MERTK MFHAS1 MIR126 MIR132 MIR137 MIR138-1 MIR143 MIR145 MIR146A MIR199A1 MIR200C MIR206 MIR20A MIR21 MIR221 MIR222 MIR29A MIR29B1 MIR29C MIR342 MIR34A MIR34B MIR34C MIR375 MIR379 MIR449A MIR520D MIR675 MIRLET7F1 MKRN2 MST1R MSTN MTDH MTM1 MTOR MUL1 MUSK MYDGF MYO16 MYOC MYORG NCF1 NDP NEDD4 NF1 NHERF1 NKX3-1 NLRC3 NOP53 NOX4 NTRK1 NTRK2 NTRK3 NTS NYAP1 NYAP2 OSBPL8 OSM OTUD3 P2RX4 P2RY12 PARK7 PAX2 PDCD6 PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PDPK1 PEAR1 PHB1 PHLDA3 PHLPP1 PIK3AP1 PIK3C2A PIK3C2B PIK3C2G PIK3CA PIK3CB PIK3CD PIK3CG PIK3IP1 PIK3R1 PIK3R2 PIK3R3 PIK3R4 PIK3R5 PINK1 PKHD1 PLEKHA1 PLK3 PLXNB1 PPARA PPP1R16B PPP2CA PPP2R1A PTEN PTK2 PTPN13 PTPN6 PTPRJ RACK1 RAMP3 RAPGEF3 RASD2 RCN3 RET RICTOR RNF41 ROR1 ROR2 RPS6KB1 RPS6KB2 RRAS RTN4 RUBCN SELP SEMA3E SEMA4D SEMA5A SESN2 SESN3 SETX SFRP5 SH2B3 SIRT1 SMPD3 SOX9 SPRY2 SRC STAMBP STAT3 STK11 STK3 STOX1 TCF7L2 TEK TGFB1 TGFB2 TGFBR1 THBS1 THEM4 THPO TMEM100 TNF TNFSF11 TPBG TREM2 TSC2 TSPYL5 TWIST1 TXN TYRO3 UNC5B WNT16 XDH ZFP36L1 GOBP_PHOSPHATIDYLINOSITOL_3_PHOSPHATE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PHOSPHATIDYLINOSITOL_3_PHOSPHATE_BIOSYNTHETIC_PROCESS ATG14 ATM BECN1 FIG4 INPP4A INPP4B INPP5E OCRL PIK3C2A PIK3C2B PIK3C2G PIK3C3 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R3 PIK3R4 PIKFYVE SYNJ1 SYNJ2 UVRAG GOBP_PHOSPHATIDYLINOSITOL_ACYL_CHAIN_REMODELING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PHOSPHATIDYLINOSITOL_ACYL_CHAIN_REMODELING AGPAT5 LCLAT1 LPGAT1 MBOAT7 PLA2G4D PLA2G4E GOBP_PHOSPHATIDYLINOSITOL_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PHOSPHATIDYLINOSITOL_BIOSYNTHETIC_PROCESS ATG14 ATM BECN1 BMX BPNT1 BPNT2 CDIPT CDS1 CISH CWH43 DGKE DPM1 DPM2 DPM3 EFR3A EFR3B FGF2 FIG4 GPAA1 HTR2A HTR2B HTR2C HYCC1 HYCC2 IMPA1 IMPA2 INPP1 INPP4A INPP4B INPP5D INPP5E INPP5F INPP5J INPP5K INPPL1 IP6K1 IP6K2 IP6K3 ITPKA ITPKB ITPKC MBOAT7 MPPE1 MTM1 MTMR1 MTMR14 MTMR2 MTMR3 MTMR4 MTMR6 MTMR7 OCRL P3R3URF PDGFA PDGFB PGAP1 PGAP2 PGAP3 PGAP4 PI4K2A PI4K2B PI4KA PI4KAP2 PI4KB PIGA PIGB PIGC PIGF PIGG PIGH PIGK PIGL PIGM PIGN PIGO PIGP PIGQ PIGS PIGT PIGU PIGV PIGW PIGY PIGZ PIK3C2A PIK3C2B PIK3C2G PIK3C3 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R4 PIKFYVE PIP4K2A PIP4K2B PIP4K2C PIP5K1A PIP5K1B PIP5K1C PIP5KL1 PIPSL PITPNM1 PITPNM2 PITPNM3 PLCG2 PTEN SACM1L SH3YL1 SLA2 SLC27A1 SLC30A5 SMG1 SOCS1 SOCS2 SOCS3 SOCS4 SOCS5 SOCS6 SOCS7 SYNJ1 SYNJ2 TMEM150A TPTE2 TTC7A TTC7B UVRAG VAC14 GOBP_PHOSPHATIDYLINOSITOL_DEPHOSPHORYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PHOSPHATIDYLINOSITOL_DEPHOSPHORYLATION CHRM5 FIG4 INPP4B INPP5A INPP5B INPP5D INPP5E INPP5F INPP5J INPP5K INPPL1 MTM1 MTMR1 MTMR2 MTMR3 MTMR4 MTMR6 MTMR7 MTMR8 MTMR9 OCRL PIP4P1 PIP4P2 PTEN SACM1L SYNJ1 SYNJ2 GOBP_PHOSPHATIDYLINOSITOL_MEDIATED_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PHOSPHATIDYLINOSITOL_MEDIATED_SIGNALING CA8 FGFR1 INPP5F PI4KA PI4KAP2 PI4KB PIK3C2A PIK3C2B PIK3C2G PIK3C3 PIK3CA PIK3CB PIK3CD PIK3CG PIRT PLCB1 PLCB2 PLCB3 PLCB4 PLCD1 PLCE1 PLCG1 PLCG2 PLCH1 PLCH2 RPS6KB1 GOBP_PHOSPHATIDYLINOSITOL_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PHOSPHATIDYLINOSITOL_METABOLIC_PROCESS AGPAT5 ATG14 ATM BECN1 BMX BPNT1 BPNT2 CDIPT CDS1 CHRM5 CISH CWH43 DGKE DPM1 DPM2 DPM3 EFR3A EFR3B FGF2 FIG4 GALR2 GPAA1 GPLD1 HTR2A HTR2B HTR2C HYCC1 HYCC2 IMPA1 IMPA2 INPP1 INPP4A INPP4B INPP5A INPP5B INPP5D INPP5E INPP5F INPP5J INPP5K INPPL1 IP6K1 IP6K2 IP6K3 IPMK ITPKA ITPKB ITPKC LCLAT1 LPGAT1 MBOAT7 MPPE1 MTM1 MTMR1 MTMR14 MTMR2 MTMR3 MTMR4 MTMR6 MTMR7 MTMR8 MTMR9 OCRL P3R3URF PDGFA PDGFB PDGFRB PGAP1 PGAP2 PGAP3 PGAP4 PI4K2A PI4K2B PI4KA PI4KAP2 PI4KB PIGA PIGB PIGC PIGF PIGG PIGH PIGK PIGL PIGM PIGN PIGO PIGP PIGQ PIGS PIGT PIGU PIGV PIGW PIGY PIGZ PIK3C2A PIK3C2B PIK3C2G PIK3C3 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R4 PIKFYVE PIP4K2A PIP4K2B PIP4K2C PIP4P1 PIP4P2 PIP5K1A PIP5K1B PIP5K1C PIP5KL1 PIPSL PITPNM1 PITPNM2 PITPNM3 PLA2G3 PLA2G4D PLA2G4E PLCB1 PLCB2 PLCB3 PLCD1 PLCG1 PLCG2 PLCH2 PLEK PTEN SACM1L SH3YL1 SLA2 SLC27A1 SLC30A5 SMG1 SOCS1 SOCS2 SOCS3 SOCS4 SOCS5 SOCS6 SOCS7 SYNJ1 SYNJ2 TMEM150A TPTE2 TTC7A TTC7B UVRAG VAC14 GOBP_PHOSPHATIDYLINOSITOL_PHOSPHATE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PHOSPHATIDYLINOSITOL_PHOSPHATE_BIOSYNTHETIC_PROCESS ATG14 ATM BECN1 BPNT1 BPNT2 CISH EFR3A EFR3B FIG4 HYCC1 HYCC2 IMPA1 IMPA2 INPP1 INPP4A INPP4B INPP5E IP6K1 IP6K2 IP6K3 ITPKA ITPKB ITPKC OCRL P3R3URF PI4K2A PI4K2B PI4KA PI4KAP2 PI4KB PIK3C2A PIK3C2B PIK3C2G PIK3C3 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R4 PIKFYVE PIP4K2A PIP4K2B PIP4K2C PIP5K1A PIP5K1B PIP5K1C PIP5KL1 PIPSL SLA2 SMG1 SOCS1 SOCS2 SOCS3 SOCS4 SOCS5 SOCS6 SOCS7 SYNJ1 SYNJ2 TMEM150A TTC7A TTC7B UVRAG GOBP_PHOSPHATIDYLSERINE_ACYL_CHAIN_REMODELING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PHOSPHATIDYLSERINE_ACYL_CHAIN_REMODELING LPCAT3 LPCAT4 MBOAT1 MBOAT2 OSBPL10 OSBPL5 OSBPL8 PLA1A PLA2G2F GOBP_PHOSPHATIDYLSERINE_EXPOSURE_ON_APOPTOTIC_CELL_SURFACE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PHOSPHATIDYLSERINE_EXPOSURE_ON_APOPTOTIC_CELL_SURFACE FASLG PLSCR1 TRPC5 XKR4 XKR5 XKR6 XKR7 XKR8 XKR9 GOBP_PHOSPHATIDYLSERINE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PHOSPHATIDYLSERINE_METABOLIC_PROCESS ABHD12 ABHD12B ABHD16A ABHD16B LPCAT3 LPCAT4 MBOAT1 MBOAT2 MFSD2A OSBPL10 OSBPL5 OSBPL8 PLA1A PLA2G10 PLA2G15 PLA2G2F PLA2G3 PLSCR1 PTDSS1 PTDSS2 SERINC1 SERINC5 SLC27A1 GOBP_PHOSPHOLIPASE_C_ACTIVATING_DOPAMINE_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PHOSPHOLIPASE_C_ACTIVATING_DOPAMINE_RECEPTOR_SIGNALING_PATHWAY DRD1 DRD2 DRD3 DRD5 GNA11 GNA14 GNA15 GNAQ NHERF1 GOBP_PHOSPHOLIPASE_C_ACTIVATING_G_PROTEIN_COUPLED_ACETYLCHOLINE_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PHOSPHOLIPASE_C_ACTIVATING_G_PROTEIN_COUPLED_ACETYLCHOLINE_RECEPTOR_SIGNALING_PATHWAY CHRM1 CHRM2 CHRM3 GNA11 GNA15 ITPR1 PLCB1 PRKCB GOBP_PHOSPHOLIPASE_C_ACTIVATING_G_PROTEIN_COUPLED_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PHOSPHOLIPASE_C_ACTIVATING_G_PROTEIN_COUPLED_RECEPTOR_SIGNALING_PATHWAY ACTN2 ADRA1A ADRA1B ADRA1D ADRA2A AGT AGTR1 ANO1 BICD1 C3AR1 C5AR1 C5AR2 CALCA CASR CCKAR CCKBR CHGA CHRM1 CHRM2 CHRM3 CMKLR1 CX3CR1 CXCR2 DRD1 DRD2 DRD3 DRD5 EDNRB ESR1 F2 F2R F2RL1 F2RL2 F2RL3 FFAR1 FFAR2 FFAR4 FPR1 FPR2 FPR3 GALR2 GNA11 GNA14 GNA15 GNAQ GNB1 GNG13 GPR139 GPR143 GPR157 GPR17 GPR174 GPR18 GPR199P GPR20 GPR27 GPR32 GPR32P1 GPR33 GPR35 GPR4 GPR55 GPR65 GPR83 GRM1 GRM5 GRP GRPR HCRT HCRTR2 HOMER1 HRH1 HTR2A HTR2B HTR2C INPP5A ITPR1 LHCGR LPAR1 LPAR4 LPAR6 LTB4R MC3R NHERF1 NMBR NMUR1 NMUR2 NTSR2 OPRD1 OPRK1 OPRL1 OPRM1 ORAI1 P2RY1 P2RY10 P2RY11 P2RY12 P2RY2 P2RY4 P2RY6 P2RY8 PLCB1 PLCB2 PLCE1 PLCH2 PRKCB PTAFR PTGER3 PTH1R TACR1 TGM2 TRHR VIP GOBP_PHOSPHOLIPID_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PHOSPHOLIPID_BIOSYNTHETIC_PROCESS ABCA2 ABCA8 ABHD3 ABHD4 ABHD5 ACP6 ACSL3 ADGRF5 AGPAT1 AGPAT2 AGPAT3 AGPAT4 AGPAT5 AJUBA ALOX15 APOA1 APOA2 ATG14 ATM BECN1 BMX BPNT1 BPNT2 CAPN2 CDIPT CDS1 CDS2 CEPT1 CHAT CHKA CHKB CHP1 CHPT1 CISH CLN3 CRLS1 CWH43 DGKA DGKB DGKD DGKE DGKG DGKH DGKQ DGKZ DHDDS DHRS7B DOLK DOLPP1 DPM1 DPM2 DPM3 EFR3A EFR3B ETNK1 ETNK2 FABP3 FABP5 FADS1 FAR1 FDPS FGF2 FIG4 FITM1 FITM2 GGPS1 GNPAT GPAA1 GPAM GPAT2 GPAT3 GPAT4 HDHD5 HEXB HMGCS1 HMGCS2 HTR2A HTR2B HTR2C HYCC1 HYCC2 IDH1 IDI1 IDI2 IMPA1 IMPA2 INPP1 INPP4A INPP4B INPP5D INPP5E INPP5F INPP5J INPP5K INPPL1 IP6K1 IP6K2 IP6K3 ISYNA1 ITPKA ITPKB ITPKC LCAT LCLAT1 LIPH LIPI LPCAT1 LPCAT2 LPCAT3 LPCAT4 LPGAT1 LPIN1 MBOAT1 MBOAT2 MBOAT7 MFSD2A MIR30C1 MPPE1 MTM1 MTMR1 MTMR14 MTMR2 MTMR3 MTMR4 MTMR6 MTMR7 MVD MVK NR1H4 NUS1 OCRL ORMDL1 ORMDL3 OSBP P3R3URF PCYT1A PCYT1B PCYT2 PDGFA PDGFB PEMT PGAP1 PGAP2 PGAP3 PGAP4 PGS1 PI4K2A PI4K2B PI4KA PI4KAP2 PI4KB PIGA PIGB PIGC PIGF PIGG PIGH PIGK PIGL PIGM PIGN PIGO PIGP PIGQ PIGS PIGT PIGU PIGV PIGW PIGY PIGZ PIK3C2A PIK3C2B PIK3C2G PIK3C3 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R4 PIKFYVE PIP4K2A PIP4K2B PIP4K2C PIP5K1A PIP5K1B PIP5K1C PIP5KL1 PIPSL PISD PITPNM1 PITPNM2 PITPNM3 PLA2G4A PLA2G4C PLA2G6 PLAAT3 PLCG2 PLD1 PLD2 PLSCR1 PLSCR3 PMVK PNPLA3 PTDSS1 PTDSS2 PTEN PTPMT1 RAB38 SACM1L SAMD8 SELENOI SERAC1 SERINC1 SERINC4 SERINC5 SGMS1 SGMS2 SH3YL1 SLA2 SLC27A1 SLC30A5 SLC44A1 SLC44A2 SLC44A3 SLC44A4 SLC44A5 SMG1 SOCS1 SOCS2 SOCS3 SOCS4 SOCS5 SOCS6 SOCS7 SPHK2 SPTLC1 SPTLC2 SRD5A3 SYNJ1 SYNJ2 TAFAZZIN TAMM41 TMEM150A TMEM38B TPTE2 TTC7A TTC7B UVRAG VAC14 VAPA GOBP_PHOSPHOLIPID_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PHOSPHOLIPID_CATABOLIC_PROCESS ABHD12 ABHD12B ABHD16A ABHD16B ABHD6 ANGPTL3 APOA2 APOC1 APOC2 ENPP2 ENPP6 ENPP7 GDE1 GDPD1 GDPD3 GPCPD1 IDH1 INPP5F LDLR LIPC LIPG NAPEPLD PLA2G10 PLA2G15 PLA2G4A PLA2G4B PLA2G4C PLA2G4D PLA2G4E PLA2G4F PLA2G5 PLA2G6 PLA2G7 PLB1 PLBD1 PLBD2 PLCB1 PLCG1 PLCG2 PLD1 PLD2 PLPP6 PNLIPRP2 PNPLA6 PNPLA7 PNPLA8 PRDX6 PRKCD SCARB1 SMPD1 SMPD2 SMPD3 SMPD4 SMPDL3A SMPDL3B GOBP_PHOSPHOLIPID_DEPHOSPHORYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PHOSPHOLIPID_DEPHOSPHORYLATION CHRM5 EPHX2 FIG4 INPP4B INPP5A INPP5B INPP5D INPP5E INPP5F INPP5J INPP5K INPPL1 MTM1 MTMR1 MTMR2 MTMR3 MTMR4 MTMR6 MTMR7 MTMR8 MTMR9 OCRL PIP4P1 PIP4P2 PLPP1 PLPP2 PLPP3 PLPP4 PLPP5 PLPP6 PLPPR1 PLPPR2 PLPPR3 PLPPR4 PLPPR5 PTEN SACM1L SGPP1 SGPP2 SYNJ1 SYNJ2 GOBP_PHOSPHOLIPID_EFFLUX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PHOSPHOLIPID_EFFLUX ABCA1 ABCA12 ABCA3 ABCA7 ABCG1 APOA1 APOA2 APOA4 APOA5 APOC1 APOC2 APOC3 APOE SPNS1 GOBP_PHOSPHOLIPID_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PHOSPHOLIPID_HOMEOSTASIS ABCA1 ABCA3 ABCB11 ABCG1 ANGPTL3 APOA1 CETP FABP3 GPAM HNF4A ITGB6 LIPG RCN3 SLC25A46 TLCD1 TLCD2 GOBP_PHOSPHOLIPID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PHOSPHOLIPID_METABOLIC_PROCESS ABCA2 ABCA3 ABCA8 ABHD12 ABHD12B ABHD16A ABHD16B ABHD3 ABHD4 ABHD5 ABHD6 ACP6 ACSL3 ADGRF5 AGPAT1 AGPAT2 AGPAT3 AGPAT4 AGPAT5 AJUBA ALOX15 ALOX15B ANGPTL3 APOA1 APOA2 APOA4 APOC1 APOC2 ATG14 ATM BECN1 BMX BPNT1 BPNT2 CAPN2 CDIPT CDS1 CDS2 CEPT1 CETP CHAT CHKA CHKB CHP1 CHPT1 CHRM5 CISH CLN3 CLN8 CRLS1 CWH43 CYP2W1 DBI DGKA DGKB DGKD DGKE DGKG DGKH DGKQ DGKZ DHDDS DHRS7B DNAJC19 DOLK DOLPP1 DPM1 DPM2 DPM3 EFR3A EFR3B ENPP2 ENPP6 ENPP7 ETNK1 ETNK2 FABP3 FABP5 FADS1 FAR1 FDFT1 FDPS FGF2 FIG4 FITM1 FITM2 GALR2 GATA6 GDE1 GDPD1 GDPD3 GGPS1 GNB3 GNPAT GPAA1 GPAM GPAT2 GPAT3 GPAT4 GPCPD1 GPLD1 GPX4 HADHA HDHD5 HEXB HMGCS1 HMGCS2 HTR2A HTR2B HTR2C HYCC1 HYCC2 IDH1 IDI1 IDI2 IMPA1 IMPA2 INPP1 INPP4A INPP4B INPP5A INPP5B INPP5D INPP5E INPP5F INPP5J INPP5K INPPL1 IP6K1 IP6K2 IP6K3 IPMK ISYNA1 ITPKA ITPKB ITPKC LCAT LCLAT1 LDLR LGALS13 LIPC LIPG LIPH LIPI LPCAT1 LPCAT2 LPCAT3 LPCAT4 LPGAT1 LPIN1 LPL MBOAT1 MBOAT2 MBOAT7 MECP2 MFSD2A MIR30C1 MPPE1 MTM1 MTMR1 MTMR14 MTMR2 MTMR3 MTMR4 MTMR6 MTMR7 MTMR8 MTMR9 MVD MVK NAAA NAPEPLD NKX2-1 NR1H2 NR1H3 NR1H4 NUS1 OC90 OCRL ORMDL1 ORMDL3 OSBP OSBPL10 OSBPL5 OSBPL8 P3R3URF PAFAH1B1 PCSK9 PCYT1A PCYT1B PCYT2 PDGFA PDGFB PDGFRB PEMT PGAP1 PGAP2 PGAP3 PGAP4 PGP PGS1 PHB2 PI4K2A PI4K2B PI4KA PI4KAP2 PI4KB PIGA PIGB PIGC PIGF PIGG PIGH PIGK PIGL PIGM PIGN PIGO PIGP PIGQ PIGS PIGT PIGU PIGV PIGW PIGY PIGZ PIK3C2A PIK3C2B PIK3C2G PIK3C3 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R4 PIKFYVE PIP4K2A PIP4K2B PIP4K2C PIP4P1 PIP4P2 PIP5K1A PIP5K1B PIP5K1C PIP5KL1 PIPSL PISD PITPNM1 PITPNM2 PITPNM3 PLA1A PLA2G10 PLA2G12A PLA2G12B PLA2G15 PLA2G1B PLA2G2A PLA2G2C PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G4A PLA2G4B PLA2G4C PLA2G4D PLA2G4E PLA2G4F PLA2G5 PLA2G6 PLA2G7 PLAA PLAAT1 PLAAT2 PLAAT3 PLAAT4 PLAAT5 PLB1 PLBD1 PLBD2 PLCB1 PLCB2 PLCB3 PLCD1 PLCG1 PLCG2 PLCH2 PLD1 PLD2 PLEK PLPP1 PLPP2 PLPP3 PLPP4 PLPP5 PLPP6 PLPPR1 PLPPR2 PLPPR3 PLPPR4 PLPPR5 PLSCR1 PLSCR3 PMVK PNLIPRP2 PNPLA3 PNPLA6 PNPLA7 PNPLA8 PON1 PRDX6 PRKCD PROCA1 PTDSS1 PTDSS2 PTEN PTPMT1 RAB38 SACM1L SAMD8 SCARB1 SELENOI SERAC1 SERINC1 SERINC4 SERINC5 SGMS1 SGMS2 SGPP1 SH3YL1 SLA2 SLC27A1 SLC30A5 SLC44A1 SLC44A2 SLC44A3 SLC44A4 SLC44A5 SMG1 SMPD1 SMPD2 SMPD3 SMPD4 SMPDL3A SMPDL3B SNCA SOCS1 SOCS2 SOCS3 SOCS4 SOCS5 SOCS6 SOCS7 SPHK2 SPTLC1 SPTLC2 SRD5A3 SYNJ1 SYNJ2 TAFAZZIN TAMM41 THEM5 TMEM150A TMEM38B TMEM86B TNFAIP8L3 TPTE2 TTC7A TTC7B UVRAG VAC14 VAPA GOBP_PHOSPHOLIPID_TRANSLOCATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PHOSPHOLIPID_TRANSLOCATION ABCA1 ABCA4 ABCA7 ABCB1 ABCB4 ABCC1 ANO3 ANO4 ANO6 ANO7 ANO9 ATG9A ATG9B ATP10A ATP10B ATP10D ATP11A ATP11B ATP11C ATP8A1 ATP8A2 ATP8B1 ATP8B2 ATP8B3 ATP8B4 ATP9A ATP9B CLPTM1L FASLG KCNN4 MFSD2A P2RX7 PLSCR1 PLSCR2 PLSCR3 PLSCR4 PLSCR5 PRKCD SLC4A1 SLC66A2 TMEM30A TMEM30B TMEM41B TRIAP1 TRPC5 VMP1 XKR4 XKR5 XKR6 XKR7 XKR8 XKR9 GOBP_PHOSPHOLIPID_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PHOSPHOLIPID_TRANSPORT ABCA1 ABCA12 ABCA3 ABCA4 ABCA7 ABCB1 ABCB4 ABCC1 ABCG1 ABCG8 ANO3 ANO4 ANO6 ANO7 ANO9 APOA1 APOA2 APOA4 APOA5 APOC1 APOC2 APOC3 APOE ATG9A ATG9B ATP10A ATP10B ATP10D ATP11A ATP11B ATP11C ATP8A1 ATP8A2 ATP8B1 ATP8B2 ATP8B3 ATP8B4 ATP9A ATP9B BLTP1 C2CD2L CERT1 CETP CLPTM1L CPTP DBI ESYT1 FASLG GLTP GLTPD2 KCNN4 LDLR MFSD2A MTTP NPC2 OSBP OSBPL10 OSBPL2 OSBPL5 OSBPL8 P2RX7 PCTP PITPNA PITPNB PITPNC1 PITPNM1 PITPNM2 PITPNM3 PLA2G10 PLEKHA8 PLEKHA8P1 PLSCR1 PLSCR2 PLSCR3 PLSCR4 PLSCR5 PLTP PRAP1 PRELID1 PRELID2 PRELID3A PRELID3B PRKCD SCARB1 SCARB2 SCP2 SLC4A1 SLC66A2 SPNS1 TMEM30A TMEM30B TMEM41B TNFAIP8L3 TRIAP1 TRPC5 VAPA VMP1 XKR4 XKR5 XKR6 XKR7 XKR8 XKR9 GOBP_PHOSPHORYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PHOSPHORYLATION AAK1 AATK ABI1 ABI2 ABI3 ABL1 ABL2 ACE ACP4 ACTB ACVR1 ACVR1B ACVR1C ACVR2A ACVR2B ACVRL1 ADAM10 ADAM17 ADAM8 ADAM9 ADAR ADARB1 ADCK1 ADCK2 ADCK5 ADCY10 ADCY8 ADCYAP1 ADIPOQ ADK ADM2 ADNP ADPGK ADRA2A ADRA2B ADRA2C ADRB2 ADTRP AGAP2 AGER AGK AGT AIDA AK1 AK2 AK3 AK4 AK5 AK6 AK7 AK8 AK9 AKAP9 AKT1 AKT1S1 AKT2 AKT3 AKTIP ALDH18A1 ALK ALPK1 ALPK2 ALPK3 ALS2 AMBRA1 AMHR2 ANG ANGPT1 ANGPT4 ANKK1 ANKLE2 ANKRD54 APC APLNR APOA1 APOE APP AR ARAF AREG ARHGEF2 ARHGEF5 ARL2BP ARR3 ARRB1 ARRB2 ATF2 ATG14 ATM ATP13A2 ATP2B4 ATR AURKA AURKB AURKC AVP AXIN1 AXIN2 AXL AZU1 BAD BAG4 BAK1 BANK1 BARD1 BAX BAZ1B BCAR3 BCCIP BCKDK BCL10 BCL2 BCR BDKRB1 BDKRB2 BDNF BIRC5 BIRC6 BLK BLM BMP2 BMP2K BMP4 BMP6 BMP7 BMPR1A BMPR1B BMPR2 BMX BORA BRAF BRAT1 BRD2 BRSK1 BRSK2 BST1 BTBD10 BTK BUB1 BUB1B C1orf112 C3 C5AR1 C8orf44-SGK3 C9orf72 CAB39 CACTIN CACUL1 CAD CADM1 CADM4 CALCA CALCR CALM1 CALM2 CALM3 CAMK1 CAMK1D CAMK1G CAMK2A CAMK2B CAMK2D CAMK2G CAMK2N1 CAMK2N2 CAMK4 CAMKK1 CAMKK2 CAMKV CAMP CAPRIN2 CARD10 CARD14 CARTPT CASK CASS4 CAV1 CAV3 CBL CBLB CBLC CCDC88A CCDC88C CCL11 CCL19 CCL2 CCL21 CCL5 CCN1 CCNA1 CCNA2 CCNB1 CCNB2 CCNB3 CCND1 CCND2 CCND3 CCNE1 CCNE2 CCNF CCNG1 CCNG2 CCNH CCNI CCNI2 CCNJ CCNJL CCNK CCNO CCNP CCNT1 CCNT2 CCNY CCNYL1 CCNYL2 CCNYL3 CCR7 CD109 CD19 CD24 CD300A CD36 CD3E CD4 CD40 CD44 CD6 CD74 CD80 CD86 CDC25A CDC25B CDC25C CDC37 CDC42BPA CDC42BPB CDC42BPG CDC6 CDC7 CDCA8 CDH5 CDK1 CDK10 CDK11A CDK11B CDK12 CDK13 CDK14 CDK15 CDK16 CDK17 CDK18 CDK19 CDK2 CDK20 CDK2AP1 CDK3 CDK4 CDK5 CDK5R1 CDK5R2 CDK5RAP1 CDK5RAP3 CDK6 CDK7 CDK8 CDK9 CDKL1 CDKL2 CDKL3 CDKL4 CDKL5 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CDKN2D CDKN3 CDON CEACAM1 CEBPA CEMIP CENPE CEP43 CEP85 CERK CERKL CHEK1 CHEK2 CHI3L1 CHKA CHKB CHMP6 CHP1 CHRNA3 CHRNA7 CHUK CIB1 CIITA CILK1 CIT CKB CKM CKMT1A CKMT1B CKMT2 CLCF1 CLDN19 CLDN3 CLEC6A CLIP3 CLK1 CLK2 CLK3 CLK4 CLN3 CLP1 CLSPN CLU CMPK1 CMPK2 CNKSR3 CNOT7 CNOT9 CNTF COASY COPS2 COPS8 COQ8A COQ8B CORO1C CREB1 CREBL2 CRKL CRLF1 CSF1 CSF1R CSF2 CSF3 CSH1 CSH2 CSHL1 CSK CSNK1A1 CSNK1A1L CSNK1D CSNK1E CSNK1G1 CSNK1G2 CSNK1G3 CSNK2A1 CSNK2A2 CSNK2B CSPG4 CTBP1 CTDSP1 CTDSP2 CTDSPL CTF1 CTSG CX3CL1 CX3CR1 DAB2 DAB2IP DAPK1 DAPK2 DAPK3 DAXX DBNDD1 DBNDD2 DCAF1 DCK DCLK1 DCLK2 DCLK3 DDR1 DDR2 DDRGK1 DDX3X DEFB114 DEPTOR DGKA DGKB DGKD DGKE DGKG DGKH DGKI DGKK DGKQ DGKZ DGUOK DHX34 DIPK2A DIRAS1 DIRAS2 DIRAS3 DKK1 DLG3 DLG4 DMD DMPK DMTN DNAJA1 DNAJC10 DNAJC3 DOCK7 DOK7 DOLK DRD1 DRD2 DRD4 DSCAM DSTYK DTNBP1 DTYMK DUSP1 DUSP10 DUSP12 DUSP16 DUSP19 DUSP22 DUSP3 DUSP6 DUSP7 DVL1 DVL2 DVL3 DYNAP DYNLL1 DYRK1A DYRK1B DYRK2 DYRK3 DYRK4 ECT2 EDN1 EDN3 EDNRB EEF1A1 EEF1A2 EEF2K EFEMP1 EFNA1 EFNA5 EGF EGFR EGR1 EHD4 EIF2AK1 EIF2AK2 EIF2AK3 EIF2AK4 EIF4G1 ELANE EMP2 ENG ENPP1 ENPP2 ENSG00000275993 EPGN EPHA1 EPHA10 EPHA2 EPHA3 EPHA4 EPHA5 EPHA6 EPHA7 EPHA8 EPHB1 EPHB2 EPHB3 EPHB4 EPHB6 EPO ERBB2 ERBB3 ERBB4 ERC1 EREG ERG ERN1 ERN2 ERP29 ERRFI1 ETAA1 ETNK1 ETNK2 EZH2 F2 FAM20A FAM20B FAM20C FAS FASTK FAXDC2 FBH1 FBLN1 FBXW7 FCGR1A FCSK FECH FER FERMT2 FES FGF1 FGF10 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFR4 FGGY FGR FIZ1 FKBP8 FLCN FLOT1 FLT1 FLT3 FLT4 FMR1 FN1 FN3K FN3KRP FNIP1 FNIP2 FOXA2 FPR2 FRK FXR1 FXR2 FYN FZD1 FZD10 FZD7 FZD8 GADD45A GAK GALK1 GALK2 GAS6 GATA1 GBA1 GCG GCK GCKR GFRA1 GGNBP2 GH1 GH2 GHR GJC2 GK GK2 GK5 GLMN GLYCTK GMFB GMFG GNAQ GNE GNPTAB GNPTG GPD1L GPER1 GPNMB GPRC5A GPRC5B GRB10 GREM1 GRK1 GRK2 GRK3 GRK4 GRK5 GRK6 GRK7 GRM5 GSK3A GSK3B GSKIP GSTP1 GTF2H1 GTPBP4 GUK1 HASPIN HAX1 HBEGF HCK HCLS1 HCST HDAC2 HDAC3 HDAC6 HEG1 HERC5 HES1 HES5 HEXIM1 HEXIM2 HGF HGS HHEX HIPK1 HIPK2 HIPK3 HIPK4 HK1 HK2 HK3 HKDC1 HLA-DRB1 HMGA2 HNRNPU HPX HRAS HRC HRG HSF1 HSP90AA1 HSP90AB1 HSPA2 HSPB1 HTATIP2 HTR2A HTR2B HTT HUNK HUS1 HYAL2 HYKK IBTK IDNK IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IFNE IFNG IFNK IFNL1 IFNL4 IFNW1 IGF1 IGF1R IGF2 IGFBP3 IKBKB IKBKE IL11 IL12A IL12B IL13 IL15 IL18 IL1B IL2 IL20 IL21 IL22RA2 IL23A IL23R IL24 IL3 IL31RA IL34 IL4 IL5 IL6 IL6R IL6ST IL7 IL9 ILF3 ILK IMPACT INCA1 INCENP INHA INHBA INPP5F INPP5J INPP5K INS INSM1 INSR INSRR IP6K1 IP6K2 IP6K3 IPMK IPO5 IPO7 IPPK IQGAP1 IQGAP3 IRAK1 IRAK2 IRAK3 IRAK4 IRGM IRS1 IRS2 ISL1 ITGA5 ITGA6 ITGB1BP1 ITGB2 ITGB3 ITK ITLN1 ITPK1 ITPKA ITPKB ITPKC JAK1 JAK2 JAK3 JTB KALRN KCTD20 KDM4D KDR KHK KIF14 KIRREL1 KIRREL2 KIT KITLG KLHL31 KNDC1 KRAS KSR1 KSR2 LACRT LAT LATS1 LATS2 LAX1 LCK LCP2 LDB1 LDB2 LEP LEPR LIF LILRA5 LILRB4 LIMCH1 LIMD1 LIMK1 LIMK2 LIPE LMO4 LMTK2 LMTK3 LONP1 LOX LRGUK LRP4 LRP5 LRP6 LRP8 LRRK1 LRRK2 LTF LTK LYN MACROH2A1 MAD2L2 MAK MALT1 MAML1 MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K5 MAP2K6 MAP2K7 MAP3K1 MAP3K10 MAP3K11 MAP3K12 MAP3K13 MAP3K14 MAP3K15 MAP3K19 MAP3K2 MAP3K20 MAP3K21 MAP3K3 MAP3K4 MAP3K5 MAP3K6 MAP3K7 MAP3K8 MAP3K9 MAP4K1 MAP4K2 MAP4K3 MAP4K4 MAP4K5 MAPK1 MAPK10 MAPK11 MAPK12 MAPK13 MAPK14 MAPK15 MAPK3 MAPK4 MAPK6 MAPK7 MAPK8 MAPK8IP1 MAPK9 MAPKAP1 MAPKAPK2 MAPKAPK3 MAPKAPK5 MAPRE3 MAPT MARCO MARK1 MARK2 MARK3 MARK4 MAS1 MAST1 MAST2 MAST3 MAST4 MASTL MATK MAVS MCM7 MELK MEN1 MERTK MET MEX3B MICAL1 MIDN MIF MINK1 MIR1-1 MIR103A1 MIR106B MIR125B1 MIR128-1 MIR132 MIR133A1 MIR137 MIR138-1 MIR143 MIR146A MIR15A MIR19A MIR19B1 MIR20A MIR21 MIR212 MIR218-1 MIR219A1 MIR221 MIR24-1 MIR26B MIR27B MIR30B MIR34A MIR483 MIR711 MIR92A1 MKNK1 MKNK2 MLST8 MLXIPL MMD MMD2 MMP9 MNAT1 MOB1A MOB1B MOB2 MOB3A MOB3B MOB3C MOK MORC3 MOS MRE11 MRNIP MST1 MST1R MT3 MTCP1 MTOR MUSK MVK MVP MYADM MYCNOS MYDGF MYLK MYLK2 MYLK3 MYLK4 MYO3A MYO3B MYOCD MYOD1 NAB2 NADK NADK2 NAGK NBN NCF1 NCK1 NCK2 NCKAP1L NCL NDUFS4 NEDD9 NEK1 NEK10 NEK11 NEK2 NEK3 NEK4 NEK5 NEK6 NEK7 NEK8 NEK9 NF1 NF2 NGF NHERF1 NHLRC1 NIBAN1 NIM1K NKX3-1 NLK NLRC5 NLRP12 NLRP2B NME1 NME2 NME2P1 NME3 NME4 NME6 NME7 NMRK1 NMRK2 NNT NOD2 NOL9 NOP53 NOS1 NOX4 NPM1 NPPA NPRL2 NPTN NR2F2 NRG1 NRK NRP1 NSD1 NTF3 NTF4 NTRK1 NTRK2 NTRK3 NUAK1 NUAK2 OBSCN OCLN ODAM OPRD1 OSBP OSBPL8 OSM OXSR1 P2RX7 P2RY1 P2RY12 PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 PANK1 PANK2 PANK3 PAPSS1 PAPSS2 PAQR3 PARD3 PARD6A PARK7 PARP14 PARP9 PASK PAX6 PBK PCK1 PDCD10 PDCD4 PDCL3 PDE4D PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PDIK1L PDK1 PDK2 PDK3 PDK4 PDPK1 PDXK PEAK1 PEAK3 PECAM1 PELI2 PFKFB1 PFKFB2 PFKFB3 PFKFB4 PFKL PFKM PFKP PFN2 PGF PGK1 PGK2 PHB1 PHB2 PHIP PHKG1 PHKG2 PI4K2A PI4K2B PI4KA PI4KAP2 PI4KB PIBF1 PICK1 PID1 PIFO PIH1D1 PIK3C2A PIK3C2B PIK3C2G PIK3C3 PIK3CA PIK3CB PIK3CD PIK3CG PIK3IP1 PIK3R1 PIK3R2 PIK3R3 PIK3R4 PIK3R5 PIK3R6 PIKFYVE PILRB PIM1 PIM2 PIM3 PIN1 PINK1 PIP4K2A PIP4K2B PIP4K2C PIP5K1A PIP5K1B PIP5K1C PIP5KL1 PKD1 PKD2 PKDCC PKIA PKIB PKIG PKLR PKM PKMYT1 PKN1 PKN2 PKN3 PLA2G1B PLAUR PLCE1 PLCG2 PLK1 PLK2 PLK3 PLK4 PLPP3 PLXNB2 PMS2P1 PMS2P11 PMVK PNCK PNKP POMK PPARG PPARGC1B PPEF2 PPIA PPIP5K1 PPIP5K2 PPM1E PPM1F PPP1R14A PPP1R14B PPP1R14C PPP1R14D PPP1R15B PPP1R9B PPP2CA PPP2R1A PPP2R5A PPP2R5B PPP2R5D PPP3CB PPP4R1 PRAG1 PRDX3 PRDX4 PRKAA1 PRKAA2 PRKAB1 PRKACA PRKACB PRKACG PRKAG1 PRKAG2 PRKAG3 PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCA PRKCB PRKCD PRKCE PRKCG PRKCH PRKCI PRKCQ PRKCZ PRKD1 PRKD2 PRKD3 PRKDC PRKG1 PRKG2 PRKN PRKRIP1 PRKX PRKY PRLR PRNP PROM2 PROX1 PRPF4B PRPS1 PRPS1L1 PRPS2 PRR5 PRR5L PRRC1 PRRT1 PSEN1 PSKH1 PSKH2 PSMD10 PSRC1 PSTK PTEN PTGES3 PTGS2 PTK2 PTK2B PTK6 PTPN1 PTPN11 PTPN13 PTPN2 PTPN22 PTPN6 PTPRB PTPRC PTPRJ PTPRO PTPRQ PTPRT PWP1 PXK PYCARD PYDC1 QARS1 RABGEF1 RAC1 RACK1 RAD17 RAD50 RAD51 RAF1 RALB RALBP1 RAMP3 RAP1A RAP2A RAP2B RAP2C RAPGEF2 RARA RARRES2 RASGRP1 RASIP1 RASSF2 RB1 RB1CC1 RBKS RBL1 RBL2 RELN RET RFK RGCC RGN RGS14 RGS2 RHOA RICTOR RIOK1 RIOK2 RIOK3 RIPK1 RIPK2 RIPK3 RIPK4 RIT2 RNASEL ROBO1 ROCK1 ROCK2 ROPN1 ROPN1B ROPN1L ROR1 ROR2 ROS1 RPS3 RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA4 RPS6KA5 RPS6KA6 RPS6KB1 RPS6KB2 RPS6KC1 RPS6KL1 RPTOR RSKR RSPO1 RTRAF RUBCN RUNX3 RYK S100A12 S1PR2 SAMSN1 SASH1 SBK1 SBK2 SBK3 SDCBP SEMA4D SEMA7A SEPHS1 SEPHS2 SERPINB3 SERTAD1 SESN2 SFN SFRP1 SFRP2 SGK1 SGK2 SGK3 SGMS1 SGMS2 SH2D3A SH2D3C SH3BP5 SH3BP5L SH3GL2 SHPK SIK1 SIK2 SIK3 SIRPA SIRT1 SIRT2 SLAMF8 SLC11A1 SLC1A1 SLC8A1 SLC8A2 SLC8A3 SLCO3A1 SLIT2 SLK SMAD7 SMCR8 SMG1 SMG8 SMPD1 SMPD3 SMYD3 SNCA SNF8 SNRK SNX6 SNX9 SOCS1 SOCS3 SOCS4 SOCS5 SOD1 SORL1 SOX9 SPAG9 SPATC1L SPDYA SPEG SPHK1 SPHK2 SPINK1 SPN SPRED1 SPRED2 SPRY1 SPRY2 SPRY3 SPRY4 SPTBN4 SQSTM1 SRC SRCIN1 SRMS SRPK1 SRPK2 SRPK3 SRPX2 STAP1 STAT2 STAT3 STK10 STK11 STK16 STK17A STK17B STK19 STK24 STK25 STK26 STK3 STK31 STK32A STK32B STK32C STK33 STK35 STK36 STK38 STK38L STK39 STK4 STK40 STOX1 STRADA STRADB STYK1 SYAP1 SYK TAB1 TAB2 TADA3 TAF1 TAF7 TAOK1 TAOK2 TAOK3 TARBP2 TARDBP TBCK TBK1 TBX1 TCIM TCL1A TCL1B TDGF1 TEC TEK TELO2 TENM1 TERF2IP TESK1 TESK2 TF TFAP4 TFRC TGFA TGFB1 TGFB2 TGFBR1 TGFBR2 THBS1 THBS4 THPO THY1 TIE1 TIGAR TIRAP TK1 TK2 TKFC TLK1 TLK2 TLR2 TLR3 TLR4 TLR6 TLR7 TLR8 TLR9 TMED2 TMEM102 TMEM119 TNF TNFRSF10A TNFRSF10B TNFRSF11A TNFRSF14 TNFRSF18 TNFRSF1A TNFSF11 TNFSF15 TNFSF18 TNIK TNK1 TNK2 TNKS TNKS1BP1 TNNI3K TOLLIP TOM1L1 TOP1 TP53 TP53RK TPD52L1 TPK1 TPX2 TRAF2 TRAF3IP1 TRAF4 TRAF6 TREM2 TRIB1 TRIB2 TRIB3 TRIM27 TRIM6 TRIM65 TRIO TRPC5 TRPM6 TRPM7 TSC2 TSG101 TSLP TSPYL2 TSSK1B TSSK2 TSSK3 TSSK4 TSSK6 TTBK1 TTBK2 TTC36 TTK TTN TWF1 TXK TXN TYK2 TYRO3 UBASH3B UBE2K UCHL1 UCK1 UCK2 UCKL1 UCN UHMK1 ULK1 ULK2 ULK3 ULK4 UNC119 UVRAG VEGFA VEGFB VEGFC VEGFD VPS25 VRK1 VRK2 VRK3 VTN WARS1 WASHC1 WDFY2 WDR81 WDR91 WEE1 WEE2 WNK1 WNK2 WNK3 WNK4 WNT1 WNT11 WNT3A WNT5A WNT9B WWTR1 XDH XRCC5 XRCC6 XYLB YES1 YWHAG YWHAZ ZAP70 ZBED3 ZC3H12A ZFP91 ZFYVE28 ZGPAT ZNF16 ZNF592 ZNF622 ZNF675 GOBP_PHOTOPERIODISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PHOTOPERIODISM AANAT AGRP ATOH7 BHLHE40 CLOCK CRTC1 CRY1 CRY2 FBXL17 FBXL21P FBXL3 ID2 MTA1 NR2F6 OPN5 PDE6B PER1 PER2 PER3 PML PPP1CA PPP1CB PPP1CC RBM4 RBM4B SIK1 TP53 USP2 GOBP_PHOTORECEPTOR_CELL_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PHOTORECEPTOR_CELL_DEVELOPMENT AHI1 ARL3 BBS1 BBS4 CABP4 CDHR1 CEP290 CFAP418 CNGB1 CRB1 CRB2 DIO3 DZANK1 FAM151B FSCN2 GNAT1 GNAT2 GNGT1 HCN1 IFT140 IFT20 MFRP MFSD2A MYO7A NAGLU NPHP4 NR2E3 NRL NTRK2 OLFM3 PAX6 PCARE PDE6C PRDM1 PRKCI PRPH2 RDH13 ROM1 RORB RP1 RP1L1 RPGRIP1 RPGRIP1L TH THRB THY1 TULP1 USH1C VEGFA GOBP_PHOTORECEPTOR_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PHOTORECEPTOR_CELL_DIFFERENTIATION AGTPBP1 AHI1 ARL3 BBS1 BBS4 CABP4 CDHR1 CEP290 CFAP418 CNGB1 CNTF CRB1 CRB2 DIO3 DLX1 DLX2 DSCAM DZANK1 FAM151B FSCN2 GNAT1 GNAT2 GNGT1 HCN1 IFT140 IFT20 IHH MFRP MFSD2A MYO7A NAGLU NDP NKD1 NOTCH1 NPHP4 NR2E3 NRL NTRK2 OLFM3 PAX6 PCARE PDE6C PRDM1 PRKCI PROM1 PRPH2 RDH13 ROM1 RORB RP1 RP1L1 RPGRIP1 RPGRIP1L SDK2 SOX8 SOX9 STAT3 TH THRB THY1 TTC8 TULP1 USH1C VEGFA GOBP_PHOTORECEPTOR_CELL_MAINTENANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PHOTORECEPTOR_CELL_MAINTENANCE ABCA4 ADGRV1 ATP1B2 BBS1 BBS10 BBS12 BBS2 BBS4 CDH23 CDHR1 CIB2 CLCN3 CLN8 CLRN1 CNGB1 CRB1 CRB2 CROCC DRAM2 ERCC6 ESRRB IQCB1 LCA5 MAK MKKS NPHP3 NPHP4 NXNL1 NXNL2 PCDH15 PROM1 RDH12 RHO RP1 RP1L1 SLC2A1 SPATA7 TUB TULP1 USH1C USH1G USH2A USP45 GOBP_PHOTORECEPTOR_CELL_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PHOTORECEPTOR_CELL_MORPHOGENESIS BBS1 CABP4 CDHR1 CFAP418 MFSD2A GOBP_PHOTORECEPTOR_CELL_OUTER_SEGMENT_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PHOTORECEPTOR_CELL_OUTER_SEGMENT_ORGANIZATION AHI1 BBS4 CDHR1 CNGB1 CRB1 IFT140 IFT20 MFSD2A NPHP4 PCARE PRPH2 ROM1 RP1 GOBP_PHOTOTRANSDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PHOTOTRANSDUCTION ABCA4 AIPL1 ASIC2 CABP4 CAMKMT CDS1 CNGB1 ENSG00000290147 GNA11 GNAQ GNAT1 GNAT2 GNGT1 GNGT2 GPR52 GPR88 GRK1 GRK4 GRK7 GUCA1A GUCY2D GUCY2F NMT1 NMT2 NR2E3 OPN1LW OPN1MW OPN1MW2 OPN1MW3 OPN1SW OPN3 OPN4 OPN5 PDC PDE6B PDE6C PITPNM1 PLEKHB1 RCVRN RDH11 RGR RHO RP1 RRH RS1 SAG SLC24A4 TRPC3 UNC119 GOBP_PHOTOTRANSDUCTION_VISIBLE_LIGHT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PHOTOTRANSDUCTION_VISIBLE_LIGHT ABCA4 AIPL1 CAMKMT GNA11 GNAQ GNAT1 GRK1 GRK4 GRK7 GUCY2D GUCY2F NMT1 NMT2 PDE6B PDE6C RDH11 RHO RP1 RS1 SAG GOBP_PHYSIOLOGICAL_CARDIAC_MUSCLE_HYPERTROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PHYSIOLOGICAL_CARDIAC_MUSCLE_HYPERTROPHY ADRA1A AKAP6 CAV3 CTDP1 EDN1 FOXP1 G6PD GATA4 GSK3A IGF1 MAP2K4 MEIS1 MIR195 MIR199A1 MIR199B MIR19A MIR19B1 MIR208A MIR23A MIR24-1 PARP2 PDLIM5 PI16 PPARA PRKG1 RGS2 RGS4 SORBS2 TOMM70 YY1 GOBP_PH_REDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PH_REDUCTION ATP4A ATP4B ATP6V1B1 CCKBR SLC4A3 TCIRG1 GOBP_PIECEMEAL_MICROAUTOPHAGY_OF_THE_NUCLEUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PIECEMEAL_MICROAUTOPHAGY_OF_THE_NUCLEUS ATG13 ATG2A ATG2B ATG7 RB1CC1 SNX30 SNX7 ULK1 ULK2 ULK3 GOBP_PIGMENTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PIGMENTATION ABCB6 ADAMTS20 ADAMTS9 ADAMTSL4 ANKRD27 AP1B1 AP1G1 AP1M1 AP1S1 AP1S2 AP1S3 AP3B1 AP3D1 AP3M1 AP3S1 AP3S2 APOE ARCN1 ARL6 ASIP ATP6AP2 ATP7A ATRN BACE2 BAX BBS2 BBS5 BBS7 BCL2 BCL2L11 BLOC1S1 BLOC1S2 BLOC1S3 BLOC1S4 BLOC1S5 BLOC1S6 CD63 CDH3 CITED1 DCT DCTN1 DCTN2 DRD2 DTNBP1 EDA EDAR EDN3 EDNRA EDNRB EN1 ENPP1 FIG4 GLI3 GNA11 GNAT1 GNAT2 GPR143 HPS1 HPS3 HPS4 HPS5 HPS6 IHH KIF13A KIT KITLG KRT76 LRMDA LYST MC1R MEF2C MFSD12 MITF MKKS MLPH MREG MYO5A MYO7A MYSM1 NF1 OCA2 OR51E2 PIKFYVE PMEL POMC RAB11A RAB11B RAB17 RAB1A RAB27A RAB29 RAB32 RAB38 RACK1 SHROOM2 SHROOM3 SLC24A5 SLC45A2 SNAI2 SNAPIN SOD2 SOX10 SPNS2 SZT2 TBX2 TH TPCN2 TYR TYRP1 USP13 VANGL1 VHL VPS33A VPS33B ZEB2 GOBP_PIGMENT_ACCUMULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PIGMENT_ACCUMULATION ANKRD27 AP1G1 AP1M1 AP3D1 BLOC1S3 BLOC1S5 BLOC1S6 CD63 RAB32 RAB38 SHROOM2 SHROOM3 GOBP_PIGMENT_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PIGMENT_BIOSYNTHETIC_PROCESS ABCB10 ABCB6 ABCB7 ALAD ALAS1 ALAS2 APPL1 ASIP ATP5IF1 ATP7A CDH3 CITED1 COX10 COX15 CPOX CTNS DCT DDT FECH FLVCR1 FXN GIPC1 GPR143 HMBS IBA57 IREB2 MC1R MFSD12 NFE2L1 OCA2 OPN3 PGRMC1 PMEL PPOX RAB38 RAPGEF2 RPE65 SLC11A2 SLC24A5 SLC25A38 SLC25A39 SLC45A2 SLC6A9 SLC7A11 SRRD TMEM14A TMEM14B TMEM14C TMEM14DP TMEM14EP TRPC1 TSPO TYR TYRP1 UROD UROS WNT5A ZEB2 GOBP_PIGMENT_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PIGMENT_CATABOLIC_PROCESS ABCC1 ABCC2 AMBP BLVRA BLVRB HMOX1 HMOX2 SLCO1B1 SLCO1B3 SLCO2B1 UGT1A4 GOBP_PIGMENT_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PIGMENT_CELL_DIFFERENTIATION ADAMTS20 ADAMTS9 ADAMTSL4 ANKRD27 AP1G1 AP1M1 AP3D1 BCL2 BLOC1S3 BLOC1S5 BLOC1S6 CD63 CITED1 EDN3 EDNRB ENPP1 GLI3 GNA11 HPS4 KIT KITLG LRMDA MEF2C MITF MREG OCA2 OR51E2 RAB27A RAB32 RAB38 SLC24A5 SOD2 SOX10 TYRP1 USP13 ZEB2 GOBP_PIGMENT_GRANULE_LOCALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PIGMENT_GRANULE_LOCALIZATION ARL6 ASIP BBS2 BBS5 BBS7 BLOC1S3 BLOC1S5 BLOC1S6 CDH3 DCTN1 DCTN2 GPR143 MKKS MLPH MREG MYO5A MYO7A RAB11A RAB11B RAB17 RAB1A RAB27A SHROOM2 VPS33A VPS33B GOBP_PIGMENT_GRANULE_MATURATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PIGMENT_GRANULE_MATURATION ANKRD27 AP1G1 AP1M1 AP3D1 BLOC1S3 BLOC1S5 BLOC1S6 CD63 RAB32 RAB38 GOBP_PIGMENT_GRANULE_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PIGMENT_GRANULE_ORGANIZATION ABCB6 AP1B1 AP1G1 AP1M1 AP1S1 AP1S2 AP1S3 AP3B1 AP3D1 AP3M1 AP3S1 AP3S2 APOE ASIP BACE2 BCL2 BLOC1S1 BLOC1S2 BLOC1S3 BLOC1S4 BLOC1S5 BLOC1S6 DTNBP1 GPR143 HPS1 HPS3 HPS4 HPS5 HPS6 KIF13A LYST PIKFYVE PMEL RAB29 RAB32 RAB38 SHROOM2 SNAPIN TYRP1 ZEB2 GOBP_PIGMENT_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PIGMENT_METABOLIC_PROCESS ABCB10 ABCB6 ABCB7 ABCC1 ABCC2 ALAD ALAS1 ALAS2 AMBP APPL1 ASIP ATP5IF1 ATP7A BCL2 BDH2 BLVRA BLVRB CDH3 CITED1 COX10 COX15 CPOX CTNS DCT DDT FECH FLVCR1 FXN GIPC1 GPR143 HMBS HMOX1 HMOX2 HPX IBA57 IREB2 LCT MC1R MFSD12 NFE2L1 OCA2 OPN3 PGRMC1 PMEL PPOX RAB38 RAPGEF2 RPE65 SLC11A2 SLC24A5 SLC25A38 SLC25A39 SLC45A2 SLC46A1 SLC6A9 SLC7A11 SLCO1B1 SLCO1B3 SLCO2B1 SRRD TBX2 TMEM14A TMEM14B TMEM14C TMEM14DP TMEM14EP TRPC1 TSPO TYR TYRP1 UGT1A1 UGT1A10 UGT1A4 UGT1A7 UGT1A8 UGT1A9 UROD UROS VHL WNT5A ZEB2 GOBP_PINOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PINOCYTOSIS AHSG ANKFY1 APPL1 APPL2 AXL CARMIL1 CAV1 CDC42 CLN3 DOCK2 EHD4 MAPKAPK2 MAPKAPK3 NR1H2 NR1H3 PPT1 PROM2 PYCARD RAB34 SNX33 SNX5 STX1B GOBP_PIRNA_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PIRNA_PROCESSING ANKRD34A ANKRD34B ANKRD34C ASZ1 DDX4 EXD1 FKBP6 GPAT2 HENMT1 MAEL MOV10L1 PIWIL1 PIWIL2 PIWIL4 PLD6 PNLDC1 TDRD1 TDRD12 TDRD5 TDRD6 TDRD7 TDRD9 TDRKH TEX15 GOBP_PITUITARY_GLAND_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PITUITARY_GLAND_DEVELOPMENT ALDH1A2 BMP2 BMP4 BMPR1A CDH1 CREB1 DRD2 FGF10 FGF2 FGF8 GATA2 GHRH GHRHR GLI1 GLI2 GSX1 HES1 HESX1 INHBB ISL1 LHX3 NKX2-1 NOG NR0B1 OTP PAX6 PCSK1 PITX1 PITX2 POU1F1 POU3F2 PROP1 RBPJ SALL1 SIX3 SLC6A3 SOX2 SOX3 SRD5A1 TBX19 WNT4 WNT5A GOBP_PLACENTA_BLOOD_VESSEL_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PLACENTA_BLOOD_VESSEL_DEVELOPMENT AKT1 APELA CCN1 FBXW8 FOSL1 FZD5 GGNBP2 HES1 HEY1 HEY2 HS6ST1 ITGB8 JUNB MAP2K1 MAPK1 MIR16-1 NOTCH2 NR2F2 NSDHL OVOL2 PKD1 PKD2 PLCD3 RBM15 RBPJ SOCS3 SPINT1 TMED2 VASH1 VASH2 WNT2 GOBP_PLACENTA_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PLACENTA_DEVELOPMENT ADA ADAM19 ADM AKT1 ALKBH1 ANG APELA ARNT ASCL2 ASH1L BIRC2 BIRC6 BMP5 BMP7 BMPR2 BPTF BSG CASP8 CCDC134 CCN1 CCNF CDKN1B CDKN1C CDX2 CDX4 CEBPA CEBPB CITED1 CITED2 CSF2 CTSB CUL7 CYP27B1 DAZAP1 DCAF13 DEDD DLX3 DNAJB6 DNMT3L E2F7 E2F8 EGFR EGLN1 EOMES EPAS1 EPOR ESRRB ETNK2 ETV2 FBXW8 FGFR2 FOSL1 FZD5 GATA2 GCM1 GGNBP2 GHRL GHSR GJB2 GJB3 GJB5 GRB2 GRHL2 HAND1 HECTD1 HES1 HEY1 HEY2 HIF1A HS6ST1 HSD17B2 HSP90AB1 HTRA1 IGF2 IL10 ITGB8 JUNB KRT19 KRT8 LDOC1 LEF1 LEP LHX3 LHX4 LIF MAP2K1 MAP3K4 MAPK1 MAPK14 MDFI MED1 MIR16-1 MME NCOA1 NDP NODAL NOTCH2 NR2F2 NSDHL OVOL2 PARP1 PARP2 PCDH12 PDGFB PHLDA2 PKD1 PKD2 PLAC1 PLCD3 PLK4 PPARD PPARG PRDM1 PRDX3 PTGS2 PTK2 PTN RBM15 RBPJ RPS6 RSPO3 RTCB SETD2 SNAI1 SOCS3 SOD1 SOX15 SP3 SPINT1 SPINT2 SPP1 ST14 STC1 STC2 STK3 STK4 STOX2 TAF10 TCF23 TEX19 TFEB TMED2 TPPP3 TRIM28 TTPA VASH1 VASH2 VDR WNT2 WNT7B ZFP36L1 ZNF568 GOBP_PLANAR_CELL_POLARITY_PATHWAY_INVOLVED_IN_AXIS_ELONGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PLANAR_CELL_POLARITY_PATHWAY_INVOLVED_IN_AXIS_ELONGATION MAGI2 PRICKLE1 SFRP1 SFRP2 WNT11 WNT5A GOBP_PLANAR_CELL_POLARITY_PATHWAY_INVOLVED_IN_NEURAL_TUBE_CLOSURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PLANAR_CELL_POLARITY_PATHWAY_INVOLVED_IN_NEURAL_TUBE_CLOSURE DVL1 DVL2 DVL3 FZD1 FZD2 GRHL3 NPHP3 PTK7 SFRP1 SFRP2 WNT5A GOBP_PLASMA_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PLASMA_CELL_DIFFERENTIATION BCL6 CR1 IL10 IL2 ITM2A LGALS1 NFKBIZ NKX2-3 XBP1 GOBP_PLASMA_LIPOPROTEIN_PARTICLE_CLEARANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PLASMA_LIPOPROTEIN_PARTICLE_CLEARANCE ABCC8 ADIPOQ ANXA2 APOA1 APOA2 APOB APOC1 APOC2 APOC3 APOE APOM CD36 CES3 CNPY2 CSK DGAT2 EHD1 FGF21 GPIHBP1 GPLD1 HMOX1 HNRNPK IL19 KHSRP LDLR LDLRAP1 LIPA LIPC LIPG LRPAP1 MIR128-1 MIR133A1 MIR144 MIR148A MIR17 MIR185 MIR199A1 MIR223 MIR27A MIR27B MIR302A MIR33A MIR33B MIR379 MIR96 MSR1 MYLIP NCEH1 NR1H4 PCSK9 SCARB1 SOAT1 SOAT2 TREM2 VLDLR GOBP_PLASMA_MEMBRANE_FUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PLASMA_MEMBRANE_FUSION ADAM2 C16orf92 CD9 CRISP1 DCST1 DCST2 EQTN FOLR1 FOLR2 FOLR3 FREY1 GLIPR1L1 IZUMO1 IZUMO1R LLCFC1 LYZL4 LYZL6 MYMK MYMX NOX5 NSF ROPN1B SERPINA5 SPACA3 SPACA5 SPACA5B SPACA6 SPAM1 SPATA46 SPESP1 SPPL2C TIE1 TMEM95 GOBP_PLASMA_MEMBRANE_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PLASMA_MEMBRANE_ORGANIZATION A4GALT ABCA7 ABCD1 ABCD2 ADAM2 AHNAK AKT1 AKT2 ANK2 ANK3 ANO3 ANO4 ANO6 ANO7 ANO9 ANXA2 ANXA6 AR ARL8B ARV1 ASAP1 ATG9A ATG9B ATP10A ATP2A2 ATP8B1 BAIAP2 BAIAP2L1 BAIAP2L2 BIN1 BIN2 BIN3 C16orf92 CASP7 CAV1 CAV2 CAV3 CAVIN2 CD9 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CLN3 CLPTM1L CLU COL5A1 COLEC12 CR1 CRB1 CRISP1 CSRP3 CXCR4 DCST1 DCST2 DEGS1 DMKN DNM2 EHD2 EMP2 EPB41L3 EQTN FA2H FASLG FLOT1 FNBP1L FOLR1 FOLR2 FOLR3 FREY1 GLIPR1L1 GSN HDAC3 IZUMO1 IZUMO1R LARGE1 LLCFC1 LYZL4 LYZL6 MAFB MICALL1 MIR138-1 MIR26A1 MTSS1 MTSS2 MYH9 MYMK MYMX MYOF MYRF NDRG1 NHERF1 NOX1 NOX5 NSF OSBPL2 P2RX7 PACSIN1 PACSIN2 PACSIN3 PALS1 PLEC PLSCR1 PLSCR2 PLSCR3 PLSCR4 PLSCR5 PRKCD PRX PTEN PTPRC RAB3A ROPN1B S100A10 S100A9 SERP1 SERPINA5 SH3GLB1 SH3TC2 SLC4A1 SMPD1 SNX18 SNX33 SNX9 SOD1 SPACA3 SPACA5 SPACA5B SPACA6 SPAM1 SPATA46 SPESP1 SPPL2C SPTA1 SPTBN1 STX2 STX4 SYPL2 SYT11 SYT7 SYTL4 TGFB2 TIE1 TLCD1 TLCD2 TMEFF2 TMEM41B TMEM95 TRIM72 TRPC5 UGCG VMP1 VPS4A VPS4B WASL WHAMM XKR4 XKR5 XKR6 XKR7 XKR8 XKR9 GOBP_PLASMA_MEMBRANE_PHOSPHOLIPID_SCRAMBLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PLASMA_MEMBRANE_PHOSPHOLIPID_SCRAMBLING ANO3 ANO4 ANO6 ANO7 ANO9 ATG9A ATG9B CLPTM1L FASLG P2RX7 PLSCR1 PLSCR2 PLSCR3 PLSCR4 PLSCR5 SLC4A1 TMEM41B TRPC5 VMP1 XKR4 XKR5 XKR6 XKR7 XKR8 XKR9 GOBP_PLASMA_MEMBRANE_RAFT_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PLASMA_MEMBRANE_RAFT_ASSEMBLY CAV1 CAV2 CAV3 EMP2 FLOT1 MIR138-1 PACSIN2 GOBP_PLASMA_MEMBRANE_RAFT_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PLASMA_MEMBRANE_RAFT_ORGANIZATION ABCA7 CAV1 CAV2 CAV3 CLN3 COLEC12 EMP2 FA2H FLOT1 MIR138-1 PACSIN2 GOBP_PLASMA_MEMBRANE_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PLASMA_MEMBRANE_REPAIR AHNAK ANXA2 ANXA6 ARL8B CASP7 CAV3 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 MYH9 MYOF RAB3A S100A10 SMPD1 SYT11 SYT7 SYTL4 TRIM72 VPS4A VPS4B GOBP_PLASMA_MEMBRANE_TO_ENDOSOME_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PLASMA_MEMBRANE_TO_ENDOSOME_TRANSPORT COMMD1 RAB11A RAB35 RAB5B RAB5C SGSM3 SORT1 USP6NL GOBP_PLASMA_MEMBRANE_TUBULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PLASMA_MEMBRANE_TUBULATION ASAP1 ATP10A BIN2 BIN3 CAVIN2 CHMP4A DNM2 EHD2 FNBP1L MICALL1 PACSIN1 PACSIN2 PACSIN3 SH3GLB1 SNX18 SNX33 SNX9 WASL WHAMM GOBP_PLASMINOGEN_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PLASMINOGEN_ACTIVATION ANXA2 APOH CLEC3B CPB2 CTSZ DHCR24 ENO1 F11 F12 FGA FGB FGG H2BC1 HPN KLKB1 MELTF PGK1 PLAT PLAU PLAUR PLGRKT RUNX1 S100A10 SERPINE1 SERPINE2 SERPINF2 THBS1 GOBP_PLATELET_ACTIVATING_FACTOR_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PLATELET_ACTIVATING_FACTOR_METABOLIC_PROCESS CHPT1 LPCAT2 PAFAH1B1 PLA2G10 PLA2G4A PLA2G4C PLA2G6 PLA2G7 GOBP_PLATELET_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PLATELET_ACTIVATION ACTB ACTG1 ACTN1 ADAMTS13 ADAMTS18 ADRA2A ADRA2B ADRA2C ALOX12 APOE AXL BLOC1S3 BLOC1S4 C1GALT1C1 C1QTNF1 CD40 CD40LG CD9 CEACAM1 CELA2A CLIC1 COL3A1 COMP CSRP1 CTSG DGKA DGKB DGKD DGKE DGKG DGKH DGKI DGKK DGKQ DGKZ EMILIN1 EMILIN2 ENTPD2 F11R F2 F2R F2RL2 F2RL3 FCER1G FERMT3 FGA FGB FGG FGL1 FIBP FLNA FUNDC2 FZD6 GATA1 GNA13 GNAQ GNAS GP1BA GP1BB GP5 GP6 GP9 HBB HRG HSPB1 IL6 IL6ST ILK ITGB3 JAK2 LCK LYN MAPK14 MERTK METAP1 MFSD2B MMRN1 MYH9 MYL12A MYL9 NOS3 P2RX1 P2RY1 P2RY12 PDGFA PDGFB PDGFRA PDIA2 PDIA3 PDPN PEAR1 PF4 PIK3CA PIK3CB PIK3CG PLA2G4A PLCG2 PLEK PLSCR1 PPIA PRKCA PRKCD PRKCQ PRKG1 PTPN6 RAP2B SAA1 SELP SERPINE2 SH2B3 SLC6A4 SLC7A11 SRC SRF STXBP1 STXBP3 SYK TEC THBD TLN1 TLR4 TREML1 TSPAN32 TUBB1 TXK TYRO3 UBASH3B VAV1 VAV2 VAV3 VCL VPS33B VWF WNT3A GOBP_PLATELET_AGGREGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PLATELET_AGGREGATION ACTB ACTG1 ACTN1 ADAMTS18 ALOX12 BLOC1S4 C1QTNF1 CD9 CEACAM1 CELA2A CLIC1 COMP CSRP1 CTSG EMILIN1 EMILIN2 F11R F2RL3 FERMT3 FGA FGB FGG FGL1 FIBP FLNA GATA1 GNAS GP6 HBB HSPB1 IL6 IL6ST ILK ITGB3 JAK2 LYN METAP1 MFSD2B MMRN1 MYH9 MYL12A MYL9 P2RY12 PDGFRA PDIA2 PDIA3 PDPN PEAR1 PIK3CB PIK3CG PLEK PPIA PRKCA PRKCD PRKCQ PRKG1 PTPN6 RAP2B SERPINE2 SH2B3 SLC6A4 SLC7A11 STXBP1 STXBP3 SYK TLN1 TSPAN32 TUBB1 TYRO3 UBASH3B VCL VPS33B WNT3A GOBP_PLATELET_DEGRANULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PLATELET_DEGRANULATION ABCC4 LYN P2RX1 PLEK STXBP1 SYK TPH1 GOBP_PLATELET_DENSE_GRANULE_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PLATELET_DENSE_GRANULE_ORGANIZATION ABCA1 AP1B1 AP1G1 AP1M1 AP1S1 AP1S2 AP1S3 AP3B1 AP3D1 AP3M1 AP3S1 AP3S2 BLOC1S1 BLOC1S2 BLOC1S3 DTNBP1 F2R F2RL3 HPS1 HPS3 HPS4 HPS5 HPS6 RAB38 SLC35D3 GOBP_PLATELET_DERIVED_GROWTH_FACTOR_RECEPTOR_ALPHA_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PLATELET_DERIVED_GROWTH_FACTOR_RECEPTOR_ALPHA_SIGNALING_PATHWAY ADIPOQ CBL CBLB IFT20 PDGFA PDGFRA PHF14 GOBP_PLATELET_DERIVED_GROWTH_FACTOR_RECEPTOR_BETA_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PLATELET_DERIVED_GROWTH_FACTOR_RECEPTOR_BETA_SIGNALING_PATHWAY ABL1 HIP1 HIP1R LOX LRP1 MYOCD PDGFA PDGFB PDGFRB PDGFRL PTPN1 PTPN12 PTPN2 SRC GOBP_PLATELET_DERIVED_GROWTH_FACTOR_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PLATELET_DERIVED_GROWTH_FACTOR_RECEPTOR_SIGNALING_PATHWAY ABL1 ADIPOQ APOD ARID5B BCAR1 CBL CBLB CSPG4 CSRNP1 F3 F7 FER HGS HIP1 HIP1R IFT20 IQGAP1 ITGB3 JAK2 LOX LRIG2 LRP1 MIR221 MIR296 MIR638 MYO1E MYOCD NDRG4 NHERF1 NR4A3 NRP1 PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PDGFRL PHF14 PIK3C2A PLAT PLEKHA1 PTGIR PTPN1 PTPN11 PTPN12 PTPN2 PTPRJ RGS14 SGPL1 SMPD3 SNCA SRC STON1 TIPARP TXNIP VEGFA ZFAND5 GOBP_PLATELET_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PLATELET_MORPHOGENESIS ACTN1 BAP1 C1GALT1C1 CASP3 CASP9 CIB1 CLEC1B EP300 GATA1 MEF2C MPIG6B MPL MYH9 NBEAL2 PRKDC PTPN11 PTPN6 SRF TAL1 TUBB1 VPS33A WDR1 ZFPM1 ZNF385A GOBP_PLUS_END_DIRECTED_ORGANELLE_TRANSPORT_ALONG_MICROTUBULE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PLUS_END_DIRECTED_ORGANELLE_TRANSPORT_ALONG_MICROTUBULE FYCO1 KIF13A KIF3A KIF3B KIF5B KIFAP3 MAPT GOBP_PML_BODY_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PML_BODY_ORGANIZATION ETS1 HABP4 HIPK2 PML SERBP1 SUMO1 SUMO1P1 GOBP_PODOCYTE_CELL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PODOCYTE_CELL_MIGRATION ANLN DAAM2 KANK1 KANK2 ROCK1 TESK1 WDPCP GOBP_PODOSOME_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PODOSOME_ASSEMBLY ARHGEF5 ASB2 BIN2 CAPG CSF2 DBNL DOCK5 FARP2 FSCN1 GSN HCK IL5 KIF9 LCP1 MAPK9 MSN RHOA SH3PXD2B SRC TNF GOBP_POINTED_END_ACTIN_FILAMENT_CAPPING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POINTED_END_ACTIN_FILAMENT_CAPPING LMOD1 LMOD2 LMOD3 TMOD1 TMOD2 TMOD3 TMOD4 GOBP_POLARIZED_EPITHELIAL_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POLARIZED_EPITHELIAL_CELL_DIFFERENTIATION AHI1 AJAP1 CAMSAP3 CDC42 DLG5 EZR FAT1 FOXF1 IFT20 LAMA1 MSN MYO9A NHERF1 OPHN1 PTK7 RAB10 RAP2A RHOA SCRIB SH3BP1 SYNE4 TCF15 TP63 TTC8 WNT5A YAP1 ZDHHC7 GOBP_POLAR_BODY_EXTRUSION_AFTER_MEIOTIC_DIVISIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POLAR_BODY_EXTRUSION_AFTER_MEIOTIC_DIVISIONS FMN2 ORC4 SPIRE1 SPIRE2 WASHC5 GOBP_POLE_PLASM_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POLE_PLASM_ASSEMBLY PLD6 TDRD1 TDRD5 TDRD6 TDRD7 TDRKH GOBP_POLYADENYLATION_DEPENDENT_RNA_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POLYADENYLATION_DEPENDENT_RNA_CATABOLIC_PROCESS EXOSC10 EXOSC2 EXOSC3 EXOSC7 EXOSC8 EXOSC9 TENT4B ZCCHC7 GOBP_POLYADENYLATION_DEPENDENT_SNORNA_3_END_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POLYADENYLATION_DEPENDENT_SNORNA_3_END_PROCESSING EXOSC10 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 PARN TENT4B GOBP_POLYAMINE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POLYAMINE_BIOSYNTHETIC_PROCESS AGMAT AMD1 AZIN1 AZIN2 OAZ1 OAZ2 OAZ3 ODC1 PAOX SAT1 SAT2 SMOX SMS SRM GOBP_POLYAMINE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POLYAMINE_METABOLIC_PROCESS AGMAT AMD1 AOC1 AZIN1 AZIN2 DHPS HDAC10 HDAC6 OAZ1 OAZ2 OAZ3 ODC1 PAOX SAT1 SAT2 SATL1 SMOX SMS SRM GOBP_POLYAMINE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POLYAMINE_TRANSPORT ATP13A2 ATP13A3 ATP13A4 ATP13A5 AZIN1 AZIN2 OAZ1 OAZ2 OAZ3 SLC18B1 SLC22A1 SLC22A16 SLC22A2 SLC22A3 SLC47A1 TAF7 GOBP_POLYKETIDE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POLYKETIDE_METABOLIC_PROCESS AKR1A1 AKR1B1 AKR1B10 AKR1C1 AKR1C2 AKR1C3 AKR1C4 AKR7A2 CBR4 SULT1C4 GOBP_POLYOL_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POLYOL_BIOSYNTHETIC_PROCESS ABCA2 ACER1 ACER2 ACER3 ADCYAP1R1 ASAH1 ASAH2 AVPR1B CD244 CYP27A1 CYP27B1 CYP2R1 CYP3A4 DHFR DHFRP1 FGF2 GBA1 GCH1 GOT1 GPER1 HRH1 IMPA1 IMPA2 IP6K1 IP6K2 IP6K3 IPMK IPPK ISYNA1 ITPKA ITPKB ITPKC LEP LHCGR MAS1 NTSR1 P2RY1 P2RY6 PCBD1 PCBD2 PCK1 PCK2 PGP PLCG2 PLEK PPIP5K1 PPIP5K2 PRKG1 PTAFR PTH PTH1R PTK2B PTS QDPR SNCA SPHK1 SPHK2 SPR SPTLC1 SPTLC2 SPTLC3 SPTSSA SPTSSB GOBP_POLYOL_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POLYOL_CATABOLIC_PROCESS GK GK2 GK5 GPD2 MIOX NTSR1 NUDT3 SORD TKFC TPI1 GOBP_POLYOL_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POLYOL_METABOLIC_PROCESS ABCA2 ACER1 ACER2 ACER3 ADCYAP1R1 ANGPTL3 ASAH1 ASAH2 AVPR1B CD244 COQ2 COQ3 CYP27A1 CYP27B1 CYP2R1 CYP3A4 DEGS2 DGAT2 DHFR DHFRP1 FGF2 GALK1 GALR2 GBA1 GCH1 GK GK2 GK5 GOT1 GPD2 GPER1 HRH1 IMPA1 IMPA2 INPP4A INPP4B INPP5A INPP5B INPP5J IP6K1 IP6K2 IP6K3 IPMK IPPK ISYNA1 ITPK1 ITPKA ITPKB ITPKC LEP LHCGR LRP2 MAS1 MECP2 MINPP1 MIOX MOGAT1 MOGAT2 MOGAT3 NAAA NTSR1 NUDT10 NUDT11 NUDT3 NUDT4 NUDT4B OCRL P2RY1 P2RY6 PCBD1 PCBD2 PCK1 PCK2 PGP PLA2G4A PLCB1 PLCG2 PLEK PLPP1 PLPP2 PLPP3 PPIP5K1 PPIP5K2 PRKG1 PRKG2 PTAFR PTH PTH1R PTK2B PTS QDPR SGPP1 SGPP2 SHPK SLC34A1 SLC5A3 SNCA SORD SPHK1 SPHK2 SPR SPTLC1 SPTLC2 SPTLC3 SPTSSA SPTSSB SYNJ1 TKFC TPI1 GOBP_POLYOL_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POLYOL_TRANSMEMBRANE_TRANSPORT AQP1 AQP10 AQP11 AQP2 AQP3 AQP7 AQP7B AQP7P3 AQP9 SLC26A6 SLC5A11 SLC5A3 GOBP_POLYPRENOL_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POLYPRENOL_METABOLIC_PROCESS AKR1B10 AKR1C3 ALG1 ALG10 ALG10B ALG12 ALG13 ALG14 ALG2 ALG3 ALG6 ALG8 ALG9 DHDDS DOLK DOLPP1 DPAGT1 DPM1 DPM2 DPM3 MPDU1 NUS1 RFT1 SRD5A3 GOBP_POLYSACCHARIDE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POLYSACCHARIDE_BIOSYNTHETIC_PROCESS ACADM AGL AKT1 AKT2 AP2A1 CLTC CSGALNACT1 CSGALNACT2 DYRK2 EGF ENPP1 EPM2AIP1 EXT1 EXT2 FUT9 GBE1 GCK GSK3A GSK3B GYG1 GYG2 GYS1 GYS2 HAS1 HAS2 HAS3 HS2ST1 IGF1 IGF2 INPP5K INS INSR IRS1 IRS2 MIR1271 MIR15B MIR195 NDST1 NDST2 NDST3 NDST4 NFKB1 NHLRC1 NR1D1 PASK PDGFB PER2 PHKG1 PHKG2 PPP1CA PPP1CB PPP1R3A PPP1R3B PPP1R3C PPP1R3D PPP1R3E PPP1R3F PPP1R3G PRKAG3 PTGES3 PTH SELENOS SMPD3 SORBS1 TGFB1 UGP2 GOBP_POLYSACCHARIDE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POLYSACCHARIDE_CATABOLIC_PROCESS ADCY10 AGL CHIA CHIT1 G6PC1 GAA GABARAPL1 INS MGAM PFKM PGM2 PHKG2 PPP1CA PPP1CB PPP1R3B PPP1R3D PYGB PYGL PYGM RB1CC1 STBD1 GOBP_POLYSACCHARIDE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POLYSACCHARIDE_METABOLIC_PROCESS ACADM ADCY10 AGL AKT1 AKT2 AP2A1 CHIA CHIT1 CHST1 CHST7 CLTC CSGALNACT1 CSGALNACT2 DYRK2 EGF ENPP1 EPM2AIP1 EXT1 EXT2 FUT9 G6PC1 GAA GABARAPL1 GBE1 GCGR GCK GNMT GSK3A GSK3B GYG1 GYG2 GYS1 GYS2 HAS1 HAS2 HAS3 HS2ST1 IGF1 IGF2 IL6ST INPP5K INS INSR IRS1 IRS2 KHK LEPR MGAM MIR1271 MIR15B MIR195 NDST1 NDST2 NDST3 NDST4 NFKB1 NHLRC1 NPC1 NR1D1 PASK PCDH12 PDGFB PER2 PFKM PGM2 PHKA1 PHKA2 PHKB PHKG1 PHKG2 PHLDA2 POMC PPP1CA PPP1CB PPP1CC PPP1R1A PPP1R2 PPP1R2B PPP1R2P1 PPP1R3A PPP1R3B PPP1R3C PPP1R3D PPP1R3E PPP1R3F PPP1R3G PRKAG2 PRKAG3 PTGES3 PTH PYGB PYGL PYGM RB1CC1 RUBCNL SELENOS SMPD3 SORBS1 STBD1 STK40 TGFB1 UGP2 GOBP_POLY_A_PLUS_MRNA_EXPORT_FROM_NUCLEUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POLY_A_PLUS_MRNA_EXPORT_FROM_NUCLEUS C12orf50 DDX19A DDX19B DDX25 ENY2 GLE1 HHEX IWS1 MCM3AP NUP133 NUP93 NXF1 NXF2 NXF2B NXF3 NXF5 NXT1 NXT2 PABPN1 PCID2 POLDIP3 SARNP THOC2 ZC3H11A ZC3H11B GOBP_POLY_N_ACETYLLACTOSAMINE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POLY_N_ACETYLLACTOSAMINE_METABOLIC_PROCESS B3GNT2 B3GNT3 B3GNT4 B3GNT8 B4GALT5 B4GAT1 GAL3ST3 GOBP_PONS_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PONS_DEVELOPMENT ASCL1 ATF2 BCL2 CDK5R1 CDK5R2 HOXB1 KCNE1 PHOX2A SCRIB SEC24B UQCRQ GOBP_PORE_COMPLEX_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PORE_COMPLEX_ASSEMBLY ADAM10 AFDN AHCTF1 ANO6 BAD FXR1 GSDMD NDC1 NUP107 NUP153 NUP205 NUP93 NUP98 P2RX7 PDZD11 PLEKHA7 RTN4 TMEM170A TPR TSPAN33 GOBP_PORPHYRIN_CONTAINING_COMPOUND_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PORPHYRIN_CONTAINING_COMPOUND_METABOLIC_PROCESS ABCB10 ABCB6 ABCB7 ABCC1 ABCC2 ALAD ALAS1 ALAS2 AMBP ATP5IF1 BDH2 BLVRA BLVRB COX10 COX15 CPOX CYP1A1 CYP1A2 EIF2AK1 FECH FLVCR1 FXN HMBS HMOX1 HMOX2 HPX IBA57 IREB2 NFE2L1 PGRMC1 PPOX RSAD1 SLC11A2 SLC25A38 SLC25A39 SLC46A1 SLC6A9 SLCO1B1 SLCO1B3 SLCO2B1 SPTA1 SRRD SUCLA2 TMEM14A TMEM14B TMEM14C TMEM14DP TMEM14EP TSPO UGT1A1 UGT1A4 UROD UROS GOBP_POSITIVE_CHEMOTAXIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_CHEMOTAXIS AGER ALKBH1 ANGPT1 ANGPT2 ARTN AZU1 BMP4 CASR CCL15 CCL16 CCL3 CCL5 CCR4 CDH13 COLEC10 CORO1A CX3CL1 CXCL10 CXCL12 CXCL8 DEFB103A DEFB103B DEFB104A DEFB104B DEFB109B DEFB110 DEFB114 DEFB130A DEFB130B DEFB133 DEFB4A F2RL1 F3 F7 FGF10 FGF2 FGF7 FGF8 FPR2 GDNF GPNMB HGF HMGB1 HMGB2 IL16 ITGA2 KDR LGALS3 MET MIF NRP1 NTF3 NTRK3 PDGFB PGF PLXNB3 PTPRJ S100A4 S1PR1 SCG2 SCRIB SEMA5A SMAD3 TSC2 VEGFA VEGFB VEGFC VEGFD WNT5A GOBP_POSITIVE_REGULATION_BY_HOST_OF_VIRAL_GENOME_REPLICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_BY_HOST_OF_VIRAL_GENOME_REPLICATION EEF1A1 HSPA8 NUCKS1 PIK3C3 PPIB STOM TBC1D20 VAPA YTHDC2 ZFYVE1 GOBP_POSITIVE_REGULATION_BY_HOST_OF_VIRAL_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_BY_HOST_OF_VIRAL_PROCESS APOE CAV2 CFL1 CSF1R EEF1A1 HSPA8 IGF2R NUCKS1 PAIP1 PC PIK3C3 PPIB STOM TBC1D20 VAPA YTHDC2 ZDHHC20 ZDHHC8 ZDHHC9 ZFYVE1 ZNF502 GOBP_POSITIVE_REGULATION_BY_HOST_OF_VIRAL_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_BY_HOST_OF_VIRAL_TRANSCRIPTION CCNT1 CDK9 CHD1 CTDP1 EP300 HPN JUN LEF1 NUCKS1 RRP1B SMARCA4 SMARCB1 SNW1 SP1 TAF11 TFAP4 ZNF639 GOBP_POSITIVE_REGULATION_BY_SYMBIONT_OF_ENTRY_INTO_HOST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_BY_SYMBIONT_OF_ENTRY_INTO_HOST CD4 CD74 FURIN HLA-DRB1 HMGB1 LGALS1 LGALS9 P4HB SMPD1 TMPRSS2 TMPRSS4 TRIM11 TRIM21 TRIM38 GOBP_POSITIVE_REGULATION_OF_3_UTR_MEDIATED_MRNA_STABILIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_3_UTR_MEDIATED_MRNA_STABILIZATION ELAVL4 LARP4B RBM24 TENT4A TENT4B GOBP_POSITIVE_REGULATION_OF_ACROSOME_REACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_ACROSOME_REACTION CACNA1H CCDC87 FAM170B GLRA1 IQCF1 PLA2G10 PLB1 PLCB1 PRSS37 ZP3 ZP4 GOBP_POSITIVE_REGULATION_OF_ACTIN_FILAMENT_BUNDLE_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_ACTIN_FILAMENT_BUNDLE_ASSEMBLY ABL1 APOA1 ARHGEF10 ARHGEF10L ARHGEF15 ARHGEF5 BAG4 BRAF CARMIL1 CCDC88A CCN2 CD47 CDC42 CX3CL1 EPHA1 EVL FERMT2 FHOD1 FLNA GPR65 ITGB1BP1 LIMCH1 LIMK1 LPAR1 MTOR MTSS1 MYOC NF2 NRP1 PAK1 PFN1 PFN2 PFN3 PLEK PPM1E PPM1F PXN RAC1 RAPGEF3 RGCC RHOA RHOC ROCK2 S100A10 SDC4 SERPINF2 SFRP1 SMAD3 SORBS3 SWAP70 SYNPO SYNPO2 SYNPO2L TACR1 TESK1 TGFB3 TGFBR1 TPM1 VIL1 WNT11 WNT4 GOBP_POSITIVE_REGULATION_OF_ACTIN_FILAMENT_DEPOLYMERIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_ACTIN_FILAMENT_DEPOLYMERIZATION ACTN2 CARMIL1 CARMIL2 CFL2 CRACD DSTN F2RL1 PDXP PLEK SEMA5A VIL1 WASHC2C WDR1 GOBP_POSITIVE_REGULATION_OF_ACTIN_FILAMENT_POLYMERIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_ACTIN_FILAMENT_POLYMERIZATION ALOX15 ARF6 ARPC2 BAG4 BAIAP2 BAIAP2L1 BAIAP2L2 BIN1 C15orf62 CARMIL1 CARMIL2 CCL11 CCL21 CCL24 CCL26 CCR7 CDC42EP1 CDC42EP2 CDC42EP3 CDC42EP4 CDC42EP5 CRACD CSF3 CTTN DLG1 EVL FCHSD1 FCHSD2 FER FMN1 GRB2 HCK KIRREL1 LMOD1 LMOD2 MLST8 MTOR NCK1 NCK2 NCKAP1 NCKAP1L NPHS1 PFN1 PFN2 PRKCE PTK2B PYCARD RICTOR SNX9 TENM1 VASP WASHC2C GOBP_POSITIVE_REGULATION_OF_ACTIN_NUCLEATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_ACTIN_NUCLEATION ABI2 BRK1 CYFIP1 FCHSD2 FMN1 GSN MAGEL2 NCKAP1 SCIN TRIM27 WASF1 WASF2 WASF3 WHAMM GOBP_POSITIVE_REGULATION_OF_ACTION_POTENTIAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_ACTION_POTENTIAL ADRA1A GBA1 NPS SCN5A SLC9A1 TACR1 TNF TRPM4 GOBP_POSITIVE_REGULATION_OF_ACTIVATED_T_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_ACTIVATED_T_CELL_PROLIFERATION AGER CD24 EPO FADD GPAM HHLA2 HMGB1 ICOSLG IGF1 IGF2 IGFBP2 IL12B IL12RB1 IL18 IL2 IL23A IL23R IL2RA MIR21 MIR30B PPP3CA PYCARD RPS3 SLAMF1 STAT5B TMIGD2 TNFSF9 GOBP_POSITIVE_REGULATION_OF_ACTIVIN_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_ACTIVIN_RECEPTOR_SIGNALING_PATHWAY ACVR1B ACVR2A ACVR2B CSNK2B FGF9 NODAL SMAD2 ZC3H3 GOBP_POSITIVE_REGULATION_OF_ACUTE_INFLAMMATORY_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_ACUTE_INFLAMMATORY_RESPONSE ADAM8 ALOX5AP BTK C2CD4A C2CD4B C3 CCR7 CNR1 CREB3L3 FCGR1A FFAR2 FFAR3 HLA-E IL1B IL6 IL6ST MIR92A1 NPY5R OSM OSMR PARK7 PIK3CG PTGER3 PTGS2 TNF TNFRSF11A TNFSF11 ZP3 GOBP_POSITIVE_REGULATION_OF_ACUTE_INFLAMMATORY_RESPONSE_TO_ANTIGENIC_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_ACUTE_INFLAMMATORY_RESPONSE_TO_ANTIGENIC_STIMULUS BTK C3 CCR7 CNR1 FCGR1A HLA-E PARK7 ZP3 GOBP_POSITIVE_REGULATION_OF_ADAPTIVE_IMMUNE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_ADAPTIVE_IMMUNE_RESPONSE ADA AKIRIN2 ARID5A ATAD5 B2M BTK C17orf99 C3 CARD9 CCR2 CD1A CD1B CD1C CD1D CD1E CD226 CD274 CD28 CD4 CD40 CD55 CD81 CLCF1 CLEC6A CLEC7A CYRIB DENND1B EIF2AK4 EXOSC3 EXOSC6 FADD FBXO38 FCER2 FCGR1A FOXP3 FZD5 GATA3 HFE HLA-A HLA-B HLA-C HLA-DRA HLA-DRB1 HLA-DRB3 HLA-E HLA-F HLA-G HLA-H HMCES HPX HSPD1 IL12A IL12B IL12RB1 IL18 IL18R1 IL1B IL1R1 IL2 IL23A IL23R IL27RA IL4 IL6 IL6ST JAK2 KMT5B KMT5C LTA MAD2L2 MALT1 MAP3K7 MICA MICB MIR21 MLH1 MR1 MSH2 NECTIN2 NFKBID NFKBIZ NLRP10 NLRP3 NOD2 NSD2 P2RX7 PAXIP1 PLA2G4A PMS2 PRKCQ PRKCZ PTPRC PVR PYCARD RAET1E RAET1G RAET1L RIF1 RIPK2 RSAD2 SASH3 SHLD1 SHLD2 SHLD3 SIRT1 SKAP1 SLAMF1 SLC11A1 SLC22A13 STAT6 STX7 TAP2 TBX21 TFRC TGFB1 TNF TNFSF13 TNFSF13B TNFSF4 TP53BP1 TRAF2 TRAF6 TREM2 TYK2 ULBP1 ULBP2 ULBP3 XCL1 ZBTB1 ZP3 GOBP_POSITIVE_REGULATION_OF_ADENYLATE_CYCLASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_ADENYLATE_CYCLASE_ACTIVITY ACR ADCYAP1 ADORA2B ADORA3 ADRB2 ADRB3 AKAP5 AVPR2 CACNA1C CACNA1D CALCR CAP1 CAP2 CRHR1 DRD1 DRD5 EDNRA FSHR GIPR GLP1R LGR4 LGR5 LHCGR NF1 ORAI1 P2RY11 RAF1 RXFP1 RXFP2 STIM1 TMIGD3 TSHR GOBP_POSITIVE_REGULATION_OF_ADIPOSE_TISSUE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_ADIPOSE_TISSUE_DEVELOPMENT GHRL LPL NCOA1 NCOA2 NR1H4 PPARG PRKAA1 SIRT1 SORL1 TRPM4 GOBP_POSITIVE_REGULATION_OF_ALCOHOL_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_ALCOHOL_BIOSYNTHETIC_PROCESS ABCG1 ABCG4 ADCYAP1R1 AVPR1B BMP6 CD244 CYP7A1 DAB2 FGF1 GPER1 HRH1 LHCGR MAS1 MIR182 MIR96 NTSR1 P2RY1 P2RY6 PRKAA1 PTAFR PTH PTH1R SCAP SNCA SREBF1 SREBF2 WNT4 GOBP_POSITIVE_REGULATION_OF_ALPHA_BETA_T_CELL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_ALPHA_BETA_T_CELL_ACTIVATION ADA ANXA1 AP3B1 AP3D1 CARD11 CBFB CCL19 CCR2 CD160 CD28 CD3E CD55 CD80 CD81 CD83 CD86 EBI3 FOXP3 GLI3 HLA-A HLA-DRA HLA-DRB1 HLA-DRB3 HLA-E HLX HSPH1 IFNG IHH IL12A IL12B IL12RB1 IL18 IL23A IL23R IL2RG IL4R ITPKB JAK2 KLHL25 LGALS9 LILRB4 MALT1 MIR21 NCKAP1L NFKBID NFKBIZ NKAP NLRP3 PNP PRKCQ PRKCZ PTPN22 PTPRC RARA RASAL3 RHOA RIPK2 RUNX1 RUNX3 SASH3 SHB SHH SOCS1 SOCS5 SYK TGFBR2 TNFSF4 TYK2 XCL1 ZAP70 ZBTB16 ZBTB7B GOBP_POSITIVE_REGULATION_OF_ALPHA_BETA_T_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_ALPHA_BETA_T_CELL_DIFFERENTIATION ADA ANXA1 AP3B1 AP3D1 CBFB CCL19 CD80 CD83 CD86 FOXP3 GLI3 HLA-DRA HLA-DRB1 HLX IFNG IHH IL12B IL12RB1 IL18 IL23A IL23R IL2RG IL4R ITPKB KLHL25 LGALS9 LILRB4 MALT1 MIR21 NCKAP1L NFKBID NFKBIZ NKAP NLRP3 PNP PRKCZ RARA RHOA RIPK2 RUNX1 RUNX3 SASH3 SHB SHH SOCS1 SOCS5 SYK TGFBR2 TNFSF4 ZAP70 ZBTB16 ZBTB7B GOBP_POSITIVE_REGULATION_OF_ALPHA_BETA_T_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_ALPHA_BETA_T_CELL_PROLIFERATION CARD11 CCR2 CD28 CD3E CD55 CD81 EBI3 HLA-A HLA-E IL12B IL18 IL23A JAK2 LGALS9 PRKCQ PTPN22 PTPRC RASAL3 RIPK2 SYK TGFBR2 TNFSF4 TYK2 XCL1 ZAP70 GOBP_POSITIVE_REGULATION_OF_AMIDE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_AMIDE_METABOLIC_PROCESS ABCA2 ABCG1 AGO2 BACE1-AS BARHL2 BCL3 BOLL C1QBP CASP3 CCL5 CCN1 CD28 CDC123 CDK5RAP1 CHRNA7 CIRBP CLU CNBP COA3 CPEB3 CSDE1 CSNK1E CTIF CYP1B1 DAZ1 DAZ2 DAZ3 DAZ4 DAZL DDX3X DHX29 DHX36 DHX9 DNAJC3 EEF2 EFNA1 EIF2AK4 EIF2B5 EIF3C EIF3D EIF3E EIF4A3 EIF4G1 EIF4G2 EIF4G3 EIF5A EIF5A2 EIF5AL1 EIF6 ELAVL1 ENPP7 EPHA4 ERBB2 FASTKD2 FASTKD3 FMR1 FXR1 FXR2 GSAP GSK3A GUF1 HABP4 HNRNPD HNRNPU IFNG IFNGR1 IGF2BP1 IL6 IMPACT ITGA2 JMJD4 KHDRBS1 KRT17 LARP1 LARP1B LARP4 LARP4B LARP6 LIN28A LRRTM3 METTL14 METTL3 METTL5 METTL8 MIF4GD MIR15B MIR16-1 MIR206 MPV17L2 MRPS27 MTOR NAT10 NCK1 NCK2 NFE2L2 NGRN NIBAN1 NOD2 NPM1 NR1H4 NSUN5 OGT PABPC1 PAIP1 PASK PCIF1 PICALM PINK1 PIWIL2 PKM PLA2G6 PLD1 PLXNB2 POLDIP3 POLR2G PPP1R15A PRKCD PRKDC PRMT1 PRR16 PTAFR PTK2B PYM1 RBM3 RBM4 RCC1L RELA RMND1 ROCK2 RPL26 RPL5 RPS27L RPS4X RPS6KB1 RPS6KB2 RPUSD3 RPUSD4 SAMD4A SERP1 SH3BGRL SIRT3 SLC2A13 SOX4 SP1 SPHK2 SSB SYNCRIP TENT4A TENT4B TENT5B THBS1 TNF TOB1 TRMT10C TRUB2 UCN UHMK1 UPF3A UPF3B UQCC2 USP16 VIM YBX1 YBX3 YTHDF1 YTHDF2 YTHDF3 ZCCHC13 ZCCHC4 GOBP_POSITIVE_REGULATION_OF_AMINE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_AMINE_METABOLIC_PROCESS ABAT GPR37 HPRT1 MAOB NR1H4 PAOX PARK7 VPS35 GOBP_POSITIVE_REGULATION_OF_AMINE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_AMINE_TRANSPORT ABAT ACE2 ADORA2A ARL6IP1 AVP AVPR1A CARTPT CHRNB2 CLTRN CXCL12 DRD2 DRD4 DTNBP1 GABBR1 GDNF GRK2 ITGB1 KCNB1 KMO NTSR1 OPRK1 OXTR P2RX7 PINK1 PSEN1 RAB3B RAB3GAP1 SLC12A2 SLC17A8 SLC18A3 SLC38A1 SLC38A3 SLC6A1 SLC7A5 STX1A STXBP1 SYT1 SYT4 TACR2 TRH VIP GOBP_POSITIVE_REGULATION_OF_AMINO_ACID_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_AMINO_ACID_TRANSPORT ABAT ACE2 ADORA2A ARL6IP1 AVP AVPR1A CLTRN DTNBP1 GABBR1 ITGB1 KMO NTSR1 P2RX7 PSEN1 RAB3GAP1 SLC12A2 SLC17A8 SLC38A1 SLC38A3 SLC6A1 SLC7A5 STXBP1 SYT4 TRH GOBP_POSITIVE_REGULATION_OF_AMPA_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_AMPA_RECEPTOR_ACTIVITY ADRB2 ARC NLGN3 RELN SHANK3 GOBP_POSITIVE_REGULATION_OF_AMYLOID_BETA_CLEARANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_AMYLOID_BETA_CLEARANCE ABCA7 APOE IL4 LRP1 LRPAP1 ROCK1 TREM2 TTPA GOBP_POSITIVE_REGULATION_OF_AMYLOID_BETA_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_AMYLOID_BETA_FORMATION ABCA2 ABCG1 CASP3 CHRNA7 CLU CSNK1E EFNA1 EPHA4 GSAP GSK3A IFNG IFNGR1 LRRTM3 MIR206 PICALM RELA ROCK2 SLC2A13 SP1 TNF GOBP_POSITIVE_REGULATION_OF_AMYLOID_FIBRIL_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_AMYLOID_FIBRIL_FORMATION APOE APP CLU PSEN1 USP8 GOBP_POSITIVE_REGULATION_OF_AMYLOID_PRECURSOR_PROTEIN_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_AMYLOID_PRECURSOR_PROTEIN_CATABOLIC_PROCESS ABCA2 ABCG1 AGER CASP3 CHRNA7 CLU CSNK1E EFNA1 EFNA3 EPHA4 GSAP GSK3A IFNG IFNGR1 LRRTM3 LYN MIR206 PICALM RANBP9 RELA ROCK2 SLC2A13 SP1 SPON1 TNF GOBP_POSITIVE_REGULATION_OF_ANIMAL_ORGAN_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_ANIMAL_ORGAN_MORPHOGENESIS AR BMP2 BMP4 CD34 CSF1 CTNNB1 DKK1 EDN1 FGF1 FGF10 FGF2 FGF8 FRS2 GATA3 GATA5 GDNF HOXA11 HOXC11 MESP1 MSX1 NGFR PRKCB ROBO1 ROBO2 SIX1 SIX4 SOX8 SOX9 SPRY1 STOX1 WNT11 WNT2 WNT2B WNT4 WNT5A GOBP_POSITIVE_REGULATION_OF_ANOIKIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_ANOIKIS BRMS1 CRYBA1 MYBBP1A PTRH2 SIK1 TLE5 GOBP_POSITIVE_REGULATION_OF_ANTIBACTERIAL_PEPTIDE_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_ANTIBACTERIAL_PEPTIDE_PRODUCTION KLK3 KLK5 KLK7 NOD2 PGC GOBP_POSITIVE_REGULATION_OF_ANTIGEN_PROCESSING_AND_PRESENTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_ANTIGEN_PROCESSING_AND_PRESENTATION CCL19 CCL21 CCR7 CD74 NOD1 NOD2 PYCARD SLC11A1 TREM2 GOBP_POSITIVE_REGULATION_OF_ANTIGEN_RECEPTOR_MEDIATED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_ANTIGEN_RECEPTOR_MEDIATED_SIGNALING_PATHWAY ADA BCL10 CARD11 CCR7 CD226 CD81 CMTM3 FOXP1 IKBKG KCNN4 LCK LIPA MIR18A MIR19A NECTIN2 NFAM1 PRKCB PRKCH PRKD2 PTPRC RAB29 RELA RPS3 SLC39A10 STAP1 TESPA1 TRAT1 GOBP_POSITIVE_REGULATION_OF_ANTIMICROBIAL_HUMORAL_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_ANTIMICROBIAL_HUMORAL_RESPONSE ACOD1 IL17A IL17F KLK3 KLK5 KLK7 NOD2 PGC GOBP_POSITIVE_REGULATION_OF_APOPTOTIC_CELL_CLEARANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_APOPTOTIC_CELL_CLEARANCE ABCA7 C2 C3 C4A C4B CCL2 CD300LF TREM2 GOBP_POSITIVE_REGULATION_OF_APOPTOTIC_PROCESS_INVOLVED_IN_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_APOPTOTIC_PROCESS_INVOLVED_IN_DEVELOPMENT BAX MIR19B1 NOTCH1 TNFRSF1A TNFRSF1B VDR GOBP_POSITIVE_REGULATION_OF_APOPTOTIC_PROCESS_INVOLVED_IN_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_APOPTOTIC_PROCESS_INVOLVED_IN_MORPHOGENESIS BAX NOTCH1 TNFRSF1A TNFRSF1B VDR GOBP_POSITIVE_REGULATION_OF_APOPTOTIC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_APOPTOTIC_SIGNALING_PATHWAY ADCY10 ADORA2A AGT AGTR2 APAF1 ATF3 BAD BAX BBC3 BCAP31 BCL10 BCL2L11 BCLAF1 BECN1 BID BMPR1B BOK CASP2 CAV1 CRADD CTNNA1 CTSC CTSH CTSK CTSL CTSS CTSV CYLD DAB2IP DDIT3 DEDD2 DNM1L EEF1E1 EIF5A FADD FAF1 FAS FBH1 FBXW7 FIS1 FLCN G0S2 GPER1 GSDME HTRA2 HYAL2 IFNB1 IL19 IL20RA INCA1 ING5 INHBA INHBB ITM2C JAK2 LCK LTB LTBR MAGED1 MAL MAPK9 MCL1 MIR15A MIR16-1 MIR186 MIR198 MIR210 MIR26B MIR27B MIR449A MSX1 MYC NACC2 NCK1 NCK2 NF1 NFATC4 NGFR NHERF1 NKX3-1 NOX1 NUPR1 PAK2 PARK7 PDIA3 PEA15 PIAS4 PLAGL2 PLEKHF1 PMAIP1 PML PPP1CA PPP2R1A PPP2R1B PRKCD PRKRA PTEN PTPN2 PTPRC PYCARD RACK1 RAD9A RBCK1 RET RIPK1 RIPK3 RNF183 RPL11 RPL26 RPS3 RPS7 S100A8 S100A9 SEPTIN4 SERINC3 SFPQ SFRP1 SIAH1 SIRT1 SKIL SOD1 SRPX STK3 STK4 STYXL1 TGFBR1 THBS1 TIMP3 TLR4 TLR6 TNF TNFRSF12A TNFSF10 TNFSF12 TP53 TP63 TPD52L1 TRAF2 TRAF7 TRIM39 UBB VNN1 WNT5A WWOX ZSWIM2 GOBP_POSITIVE_REGULATION_OF_ARP2_3_COMPLEX_MEDIATED_ACTIN_NUCLEATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_ARP2_3_COMPLEX_MEDIATED_ACTIN_NUCLEATION ABI2 BRK1 CYFIP1 FCHSD2 NCKAP1 WASF1 WASF2 WASF3 GOBP_POSITIVE_REGULATION_OF_ASPARTIC_TYPE_PEPTIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_ASPARTIC_TYPE_PEPTIDASE_ACTIVITY AGER EFNA1 EFNA3 EPHA4 GRN LYN PICALM ROCK2 GOBP_POSITIVE_REGULATION_OF_ASTROCYTE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_ASTROCYTE_DIFFERENTIATION BIN1 BMP2 CLCF1 HES1 ID2 IL6ST LIF MAG MIR142 NOTCH1 SERPINE2 SHH TTBK1 GOBP_POSITIVE_REGULATION_OF_ATP_DEPENDENT_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_ATP_DEPENDENT_ACTIVITY AHSA1 AHSA2P ALDOB ATP1B1 ATP1B2 ATP1B3 ATP2A1 CHTOP DHX9 DNAJB1 DNAJB11 DNAJB2 DNAJC10 DNAJC24 DNAJC9 FGF10 FXYD2 GABARAPL2 GTF2H2 HNRNPU MSH2 MSH3 MSH6 MYBPC3 MYL3 MYL4 PFN1 PFN2 PLSCR1 POT1 RGN RYR2 SETMAR SSBP1 TNNT2 TNNT3 TOR1AIP1 TOR1AIP2 TPM1 UHRF1 VMP1 GOBP_POSITIVE_REGULATION_OF_ATP_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_ATP_METABOLIC_PROCESS ADCY10 BEND3 ENO1 IL4 PID1 PINK1 PPARA PPARGC1A TAFAZZIN TMSB4X TREM2 VCP GOBP_POSITIVE_REGULATION_OF_ATTACHMENT_OF_SPINDLE_MICROTUBULES_TO_KINETOCHORE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_ATTACHMENT_OF_SPINDLE_MICROTUBULES_TO_KINETOCHORE AURKB BECN1 BIRC5 CCNB1 CDCA8 HNRNPU INCENP KAT2B KAT5 RCC2 SIRT2 GOBP_POSITIVE_REGULATION_OF_AUTOPHAGOSOME_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_AUTOPHAGOSOME_ASSEMBLY ATG2A BECN1 ELAPOR1 LRSAM1 MOAP1 PIP4K2A PIP4K2B PIP4K2C RAB3GAP1 RAB3GAP2 RALB SH3GLB1 SNX18 SNX30 SNX4 SNX7 ULK1 WDR45 WIPI1 GOBP_POSITIVE_REGULATION_OF_AUTOPHAGOSOME_MATURATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_AUTOPHAGOSOME_MATURATION ADRB2 CALCOCO2 FYCO1 IRGM SMCR8 TOM1 UVRAG GOBP_POSITIVE_REGULATION_OF_AUTOPHAGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_AUTOPHAGY ADRB2 AMBRA1 ATF6 ATG101 ATG13 ATG16L1 ATG2A BAD BAG3 BECN1 BNIP3 BNIP3L C9orf72 CALCOCO2 CAMKK2 CCNY CDK16 CERS1 DAPK1 DCN DEPDC5 DEPTOR DHRSX ELAPOR1 ENDOG EPM2A FBXO7 FLCN FOXO1 FOXO3 FYCO1 GNAI3 GPSM1 GSK3A GSK3B HIF1A HMGB1 HMOX1 HSPB8 HTT IFNB1 IFNG IKBKG IL4 IRGM KAT5 KDR LACRT LARP1 LRRK2 LRSAM1 MAP3K7 MAPK3 MEFV MID2 MOAP1 MTDH NOD1 NOD2 NPRL2 NPRL3 OPTN ORMDL3 PAFAH1B2 PARK7 PIK3C2A PIK3CB PIM2 PINK1 PIP4K2A PIP4K2B PIP4K2C PLEKHF1 PLK2 PLK3 PRKAA1 PRKAA2 PRKD1 PRKN RAB3GAP1 RAB3GAP2 RALB RB1CC1 RFPL1 RFPL2 RFPL3 RFPL4A RFPL4AL1 RIPK2 RNF152 RNF31 ROCK1 RUFY4 SCOC SESN1 SESN2 SESN3 SETD2 SH3BP4 SH3GLB1 SIRT1 SLC25A4 SLC25A5 SLC35D3 SMCR8 SNX18 SNX30 SNX4 SNX7 SPTLC1 SPTLC2 SQSTM1 STING1 STK11 SUPT5H SVIP TBK1 TFEB TICAM1 TLR9 TMEM59 TOM1 TP53INP1 TPCN1 TRIM13 TRIM21 TRIM22 TRIM23 TRIM32 TRIM34 TRIM38 TRIM5 TRIM58 TRIM6 TRIM65 TRIM68 TRIM8 TSC2 UFL1 ULK1 ULK2 USP20 UVRAG VDAC1 VPS13D WAC WDR24 WDR45 WIPI1 ZC3H12A GOBP_POSITIVE_REGULATION_OF_AUTOPHAGY_OF_MITOCHONDRION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_AUTOPHAGY_OF_MITOCHONDRION AMBRA1 BNIP3 CAMKK2 CERS1 FBXO7 HIF1A HTT IRGM NOD2 PARK7 PRKN SLC25A4 SLC25A5 VDAC1 VPS13D GOBP_POSITIVE_REGULATION_OF_AXONOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_AXONOGENESIS ADCY10 ADNP AMIGO1 ANAPC2 BDNF BMPR2 BRAF CDH4 CDKL5 CHODL CRABP2 CXCL12 CYFIP1 DISC1 DSCAM EFNA5 EIF4G2 FN1 GDI1 GOLGA4 ISLR2 IST1 L1CAM LIMK1 LPAR3 MACF1 MAP1B MAP2K1 MAP2K2 MAP3K13 MAP6 MAPT MEGF8 METRN NEFL NGF NIN NRDC NRP1 NTN1 NTRK2 PAFAH1B1 PLXNA1 PLXNA2 PLXNA3 PLXNA4 PLXNB1 PLXNB2 PLXNB3 PLXNC1 PLXND1 POU4F2 RND2 ROBO1 ROBO2 RUFY3 SEMA4D SEMA5A SEMA7A SHOX2 SHTN1 SKIL SLIT2 SLITRK1 SMURF1 SRF STK11 STK25 TIAM1 TIAM2 TRAK1 TRPC5 TRPV2 TWF2 VEGFA WNT3 WNT3A ZFYVE27 GOBP_POSITIVE_REGULATION_OF_AXON_EXTENSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_AXON_EXTENSION ADCY10 ADNP ANAPC2 BMPR2 CDH4 CDKL5 CXCL12 CYFIP1 DISC1 DSCAM EIF4G2 FN1 GDI1 GOLGA4 ISLR2 L1CAM LIMK1 MACF1 MAP1B MAP3K13 MAPT MEGF8 NRP1 NTN1 PAFAH1B1 POU4F2 RUFY3 SEMA5A SEMA7A SHTN1 SMURF1 SRF TRPC5 TRPV2 TWF2 VEGFA ZFYVE27 GOBP_POSITIVE_REGULATION_OF_AXON_EXTENSION_INVOLVED_IN_AXON_GUIDANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_AXON_EXTENSION_INVOLVED_IN_AXON_GUIDANCE BMPR2 CXCL12 DSCAM MEGF8 NRP1 SEMA5A VEGFA GOBP_POSITIVE_REGULATION_OF_AXON_GUIDANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_AXON_GUIDANCE ATOH7 NRP1 ROBO3 TUBB2B VEGFA GOBP_POSITIVE_REGULATION_OF_BASEMENT_MEMBRANE_ASSEMBLY_INVOLVED_IN_EMBRYONIC_BODY_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_BASEMENT_MEMBRANE_ASSEMBLY_INVOLVED_IN_EMBRYONIC_BODY_MORPHOGENESIS CLASP1 CLASP2 DAG1 PHLDB1 PHLDB2 GOBP_POSITIVE_REGULATION_OF_BEHAVIOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_BEHAVIOR ADORA2A AGRP CFAP20 CRH GHRH GHRL GHSR GRP GRPR HDAC2 INSL5 MC1R MEF2C MTNR1B NLGN1 NPAS2 NPS NR4A3 OPRK1 PENK RXFP4 SGIP1 STRA6 UCN VPS35 GOBP_POSITIVE_REGULATION_OF_BICELLULAR_TIGHT_JUNCTION_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_BICELLULAR_TIGHT_JUNCTION_ASSEMBLY CLDN1 CLDN3 CLDN5 EPHA2 IL17A NPHP1 NPHP4 GOBP_POSITIVE_REGULATION_OF_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_BINDING ABL1 ACD ADD1 ADD2 AKTIP AMFR ANXA2 APOE APP B2M BAMBI BDNF BLK BMP2 BMP4 CAPRIN2 CAV1 CDT1 CEBPG CLDN5 CLIC2 CLN5 CSF3 DACT1 DAZAP2 DDRGK1 DDX11 DERL1 DHX9 DPH3 DTX3L EDF1 EGF EIF3C EIF3D EIF3E EIF4G1 EP300 EPB41 EPHA4 FKBP1A FLOT1 FMR1 FOXC1 GATA3 GMNN GPSM1 GSK3B GTF2B H1-0 HAND2 HES1 HFE HIP1R HIPK2 HMBOX1 HMGB1 HMGB2 IDE IFNG IGF1 KDM4D LAMTOR5 LARP6 LRP1 LRRK2 MARK3 MED25 MET MMP9 NCBP1 NEUROD1 NGF NIBAN2 NMD3 NME1 NRP1 NVL PARK7 PARP9 PAX6 PIN1 PINX1 PKD1 PLAUR PON1 POU4F1 POU4F2 PPARG PPP2CA PPP2CB PRKN PSEN1 PYHIN1 RALB RAN RAPGEF2 RARA RB1 RIPK2 RIPOR2 RPL11 SIRT2 SKI SPPL3 STING1 STK3 STK4 STMN1 SUMO4 TAF1 TCF7L2 TERT TGFB1 TIAM1 TRAF6 TRIB3 TRIM21 TRIM6 TWIST1 TXN USP33 USP9X VTN WNT3A ZNF618 GOBP_POSITIVE_REGULATION_OF_BIOMINERAL_TISSUE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_BIOMINERAL_TISSUE_DEVELOPMENT ACTN3 ACVR1 ACVR2A ACVR2B ADGRV1 ADRB2 ALOX5 AMELX AMTN ANO6 ATF4 ATP2B1 ATRAID BMP2 BMP4 BMP6 BMP7 BMPR1A BMPR1B BMPR2 CCN1 CEBPB CFTR ENAM FAM20C FBN2 FBXO5 FZD9 GPM6B ISG15 KL LTF MEF2C NELL1 ODAPH OSR1 OSR2 P2RX7 PKDCC PTH PTN RXRA RXRB SLC20A2 SLC4A2 SLC8A1 SMAD3 TENT5A TFAP2A TMEM119 VDR WNT10B WNT4 WNT6 GOBP_POSITIVE_REGULATION_OF_BLOOD_BRAIN_BARRIER_PERMEABILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_BLOOD_BRAIN_BARRIER_PERMEABILITY ANGPT1 OCLN TJP1 TJP2 TJP3 GOBP_POSITIVE_REGULATION_OF_BLOOD_CIRCULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_BLOOD_CIRCULATION ACE2 ADA ADM ADM2 ADM5 ADRA1A ADRA1B ADRB1 APELA APLN ATP1A1 ATP1A2 ATP2A2 AVPR1A CHGA CHRNA7 EDN1 EDN2 EDN3 GCH1 GHRL GSK3A HEY2 HRC HSP90AA1 KCNQ1 MIR1-1 NKX2-5 NPPA PDE4D RGS2 RGS4 RYR2 SCN3B SLC1A1 TACR3 TGFB2 TPM1 TRPM4 UCN GOBP_POSITIVE_REGULATION_OF_BLOOD_PRESSURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_BLOOD_PRESSURE ACE ADH5 ADORA1 ADRA1A ADRA1B ADRA2B ADRB1 AVP AVPR1A AVPR2 CARTPT CHRNA7 CNR1 CYP11B2 DRD5 GLP1R GRIP2 HSD11B2 ID2 MIR17 NR2F2 OR51E2 OXTR PDE4D QRFP RHOA SPX TAC3 TACR1 TACR3 TBXA2R TPM1 WNK1 GOBP_POSITIVE_REGULATION_OF_BLOOD_PRESSURE_BY_EPINEPHRINE_NOREPINEPHRINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_BLOOD_PRESSURE_BY_EPINEPHRINE_NOREPINEPHRINE ADRA1A ADRA1B ADRB1 DRD5 PDE4D TPM1 GOBP_POSITIVE_REGULATION_OF_BLOOD_VESSEL_ENDOTHELIAL_CELL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_BLOOD_VESSEL_ENDOTHELIAL_CELL_MIGRATION ABL1 ADAM17 AKT1 AKT3 ANGPT1 ANGPT4 ANXA1 ATP5F1A ATP5F1B CD40 CIB1 ETS1 FGF18 FGF2 FGFBP1 FGFR1 FOXC2 GATA2 HDAC7 HDAC9 HIF1A HMGB1 HMOX1 HSPB1 JCAD KDR MAP2K3 MAP3K3 MAPK14 MIR101-1 MIR10A MIR10B MIR126 MIR132 MIR135B MIR143 MIR146A MIR150 MIR200A MIR210 MIR221 MIR23A MIR27A MIR27B MIR296 MIR30A MIR31 MIR342 MIR487B MIR499A MIR939 MIRLET7F1 NFE2L2 NOS3 NRP1 NUS1 P2RX4 PDGFB PDPK1 PIK3C2A PLCG1 PLG PLK2 PRKCA PRKD1 PRKD2 PTGS2 RHOJ SIRT1 SP1 SRPX2 STAT5A TGFB1 THBS1 TMSB4X VEGFA VEGFC GOBP_POSITIVE_REGULATION_OF_BLOOD_VESSEL_ENDOTHELIAL_CELL_PROLIFERATION_INVOLVED_IN_SPROUTING_ANGIOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_BLOOD_VESSEL_ENDOTHELIAL_CELL_PROLIFERATION_INVOLVED_IN_SPROUTING_ANGIOGENESIS AGTR1 APELA APLNR FGFBP1 GATA2 HMOX1 JCAD MIR101-1 MIR10A MIR10B MIR126 MIR132 MIR146A MIR21 MIR23A MIR27A MIR27B MIR487B MIR503 MIRLET7B PPP1R16B VEGFA GOBP_POSITIVE_REGULATION_OF_BLOOD_VESSEL_REMODELING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_BLOOD_VESSEL_REMODELING HRG MIR143 MIR17 MIR20A MIR27B TMBIM1 GOBP_POSITIVE_REGULATION_OF_BMP_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_BMP_SIGNALING_PATHWAY ACVRL1 BMP4 CCN1 CDH5 CRB2 ELAPOR2 ENG FBXL15 FKBP8 FOXD1 GATA4 GATA6 GDF2 GDF5 GPC3 HES1 HES5 ILK KCNQ1OT1 KCP KDR MIR140 MIR20A MSX1 MSX2 NEO1 NOTCH1 NOTCH2 NUMA1 PELO RBPJ RNF165 SCUBE3 SMAD2 SMAD4 SMAD5-AS1 SOX11 SULF1 TBX20 TWSG1 UBE2O ZNF423 GOBP_POSITIVE_REGULATION_OF_BONE_MINERALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_BONE_MINERALIZATION ACTN3 ACVR1 ACVR2A ACVR2B ADGRV1 ADRB2 ALOX5 ANO6 ATP2B1 ATRAID BMP2 BMP4 BMP6 BMP7 BMPR1A BMPR1B BMPR2 CCN1 FAM20C FBN2 FZD9 GPM6B ISG15 KL LTF MEF2C NELL1 OSR1 OSR2 P2RX7 PKDCC PTH PTN RXRA RXRB SLC20A2 SLC8A1 SMAD3 TENT5A TFAP2A TMEM119 VDR WNT10B WNT4 GOBP_POSITIVE_REGULATION_OF_BONE_RESORPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_BONE_RESORPTION ADAM8 DCSTAMP DEF8 FSHB ITGB3 LTBP3 MC4R PLEKHM1 PPARGC1B PRKCA SPP1 SRC SYK TF TFRC TMEM64 TNFRSF11A TNFSF11 GOBP_POSITIVE_REGULATION_OF_BROWN_FAT_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_BROWN_FAT_CELL_DIFFERENTIATION BMP7 FFAR4 FNDC5 HNRNPU INS MAPK14 METRNL NAPEPLD PIM1 PTGS2 RREB1 SIX1 SOX13 TFE3 VSTM2A ZBTB7B GOBP_POSITIVE_REGULATION_OF_B_CELL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_B_CELL_ACTIVATION ADA AKIRIN2 ATAD5 BAD BCL2 BCL6 BMI1 BST1 BTK CARD11 CD27 CD28 CD320 CD38 CD40 CD74 CD81 CDKN1A CHRNB2 CLCF1 EPHB2 EXOSC3 EXOSC6 FCRL3 GPR183 HMCES IL10 IL13 IL2 IL21 IL2RG IL4 IL5 IL6 IL7 INPP5D IRS2 KMT5B KMT5C MAD2L2 MEF2C MIF MLH1 MMP14 MSH2 NCKAP1L NFATC2 NOD2 NSD2 PAXIP1 PCID2 PELI1 PMS2 PPP2R3C PRLR PTPRC RIF1 SASH3 SH3KBP1 SHLD1 SHLD2 SHLD3 SLC39A10 SPI1 STAT5B STAT6 SYK TBX21 TFRC TGFB1 TICAM1 TIRAP TLR4 TLR9 TNFRSF13C TNFRSF4 TNFSF13 TNFSF13B TNFSF4 TNIP2 TP53BP1 VAV3 WNT3A XBP1 GOBP_POSITIVE_REGULATION_OF_B_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_B_CELL_DIFFERENTIATION BAD BTK CD27 IL10 IL2 IL2RG IL7 INPP5D MMP14 NCKAP1L PCID2 PPP2R3C SPI1 STAT5B SYK XBP1 GOBP_POSITIVE_REGULATION_OF_B_CELL_MEDIATED_IMMUNITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_B_CELL_MEDIATED_IMMUNITY ATAD5 BTK C17orf99 C3 CD226 CD28 CD40 CLCF1 EXOSC3 EXOSC6 FCER2 FCGR1A HLA-E HMCES HPX IL2 IL4 KMT5B KMT5C LTA MAD2L2 MLH1 MSH2 NECTIN2 NOD2 NSD2 PAXIP1 PMS2 PTPRC RIF1 SHLD1 SHLD2 SHLD3 STAT6 TBX21 TFRC TGFB1 TNF TNFSF13 TNFSF4 TP53BP1 TREM2 XCL1 GOBP_POSITIVE_REGULATION_OF_B_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_B_CELL_PROLIFERATION ADA ATAD5 BCL2 BCL6 BMI1 BST1 BTK CARD11 CD320 CD38 CD40 CD74 CD81 CDKN1A CHRNB2 CLCF1 EPHB2 FCRL3 GPR183 IL13 IL2 IL21 IL4 IL5 IL7 IRS2 MEF2C MIF NCKAP1L NFATC2 PELI1 PRLR PTPRC SASH3 SLC39A10 TFRC TICAM1 TIRAP TLR4 TLR9 TNFRSF13C TNFRSF4 TNFSF13B VAV3 WNT3A GOBP_POSITIVE_REGULATION_OF_B_CELL_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_B_CELL_RECEPTOR_SIGNALING_PATHWAY CD81 CMTM3 FOXP1 MIR18A MIR19A NFAM1 PRKCB PRKCH SLC39A10 STAP1 GOBP_POSITIVE_REGULATION_OF_CALCINEURIN_MEDIATED_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CALCINEURIN_MEDIATED_SIGNALING AKAP5 AKAP6 C10orf71 CAMTA1 CHERP CHP2 CIB1 ERBB3 IGF1 LACRT LMCD1 PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PTBP1 SLC9A1 SPPL3 STIMATE TNF GOBP_POSITIVE_REGULATION_OF_CALCIUM_ION_DEPENDENT_EXOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CALCIUM_ION_DEPENDENT_EXOCYTOSIS CDK5 CDK5R2 DOC2B HYAL3 KCNB1 SCAMP5 STX1A STXBP1 SYT1 SYT10 SYT4 SYT7 ZP3 GOBP_POSITIVE_REGULATION_OF_CALCIUM_ION_IMPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CALCIUM_ION_IMPORT ATP2C2 CASK CASR CCL2 CCL3 CXCL12 GCG LGALS3 PDGFB PDGFRB SPHK2 STC1 TRPV2 TRPV3 UCN GOBP_POSITIVE_REGULATION_OF_CALCIUM_ION_IMPORT_ACROSS_PLASMA_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CALCIUM_ION_IMPORT_ACROSS_PLASMA_MEMBRANE AKAP5 CALCR GRM6 MS4A1 P2RX1 PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 RAMP3 GOBP_POSITIVE_REGULATION_OF_CALCIUM_ION_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CALCIUM_ION_TRANSMEMBRANE_TRANSPORT ABL1 ADCYAP1R1 AKAP5 AKAP6 ANK2 APLNR ATP1B1 ATP2A1 BAK1 BAX BDKRB1 CACNA2D1 CACNB2 CACNB3 CALCR CALM1 CALM2 CALM3 CAPN3 CASQ1 CAV1 CD19 CEMIP CRACR2A CX3CL1 CXCL10 CXCL11 CXCL9 DRD1 F2 F2R F2RL3 G6PD GJC2 GPER1 GRIN1 GRM6 GSTM2 GSTO1 HAP1 HTT IL13 JPH2 LACRT LHCGR MIR1-1 MS4A1 NIPSNAP2 NPSR1 NTSR1 P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX7 P2RY6 PDPK1 PKD2 PLA2G1B PLCG1 PLP1 PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 RAMP3 RYR2 SLC9A1 SNCA SRI STAC STAC2 STAC3 STIM1 STIM2 STIMATE THY1 TRDN TRPC1 TRPC3 VMP1 XCL1 GOBP_POSITIVE_REGULATION_OF_CALCIUM_ION_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CALCIUM_ION_TRANSMEMBRANE_TRANSPORTER_ACTIVITY AKAP6 ANK2 ATP1B1 ATP2A1 CACNA2D1 CACNB2 CACNB3 CALM1 CALM2 CALM3 CASQ1 CRACR2A GSTM2 GSTO1 HAP1 HTT JPH2 NIPSNAP2 P2RY6 PKD2 RYR2 SLC9A1 STAC STAC2 STAC3 STIM1 STIM2 STIMATE TRDN VMP1 GOBP_POSITIVE_REGULATION_OF_CALCIUM_ION_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CALCIUM_ION_TRANSPORT ABL1 ADCYAP1R1 AKAP5 AKAP6 ANK2 APLNR ATP1B1 ATP2A1 ATP2B1 ATP2C2 BAK1 BAX BDKRB1 CACNA1D CACNA2D1 CACNB2 CACNB3 CALCR CALM1 CALM2 CALM3 CAMK2A CAPN3 CASK CASQ1 CASR CAV1 CCL2 CCL3 CCL4 CCL5 CCR1 CD19 CEMIP CRACR2A CX3CL1 CXCL10 CXCL11 CXCL12 CXCL9 DRD1 F2 F2R F2RL3 FFAR1 G6PD GCG GJC2 GPER1 GRIN1 GRM6 GSTM2 GSTO1 HAP1 HCRT HOMER1 HTT IL13 JPH2 LACRT LGALS3 LHCGR LILRA2 LILRA5 MCHR1 MIR1-1 MS4A1 MYLK NIPSNAP2 NPSR1 NTSR1 ORAI1 P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX7 P2RY6 PDGFB PDGFRB PDPK1 PKD2 PLA2G1B PLCG1 PLP1 PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 RAMP3 RYR2 SLC9A1 SNCA SPHK2 SRI STAC STAC2 STAC3 STC1 STIM1 STIM2 STIMATE STRIT1 THY1 TRDN TRPC1 TRPC3 TRPC6 TRPV2 TRPV3 TSPO UCN VMP1 WFS1 WNK3 XCL1 GOBP_POSITIVE_REGULATION_OF_CALCIUM_ION_TRANSPORT_INTO_CYTOSOL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CALCIUM_ION_TRANSPORT_INTO_CYTOSOL ADCYAP1R1 BAK1 BAX CAV1 GRIN1 LHCGR P2RX2 P2RX3 P2RX4 P2RX5 P2RX7 PLA2G1B TRPC3 GOBP_POSITIVE_REGULATION_OF_CALCIUM_MEDIATED_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CALCIUM_MEDIATED_SIGNALING ADA AKAP5 AKAP6 C10orf71 CAMTA1 CCL3 CCL4 CD3E CD4 CDH13 CHERP CHP2 CIB1 CLEC7A ERBB3 HINT1 IGF1 LACRT LHCGR LMCD1 NEUROD2 P2RX2 P2RX3 P2RX4 P2RX5 PDGFRA PDGFRB PLCG2 PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PTBP1 SLC9A1 SPPL3 STIMATE SYK TNF TRAT1 TREM2 ZAP70 GOBP_POSITIVE_REGULATION_OF_CAMP_DEPENDENT_PROTEIN_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CAMP_DEPENDENT_PROTEIN_KINASE_ACTIVITY ADIPOQ ADRB2 ATP2B4 RAPGEF2 SIRT1 GOBP_POSITIVE_REGULATION_OF_CAMP_MEDIATED_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CAMP_MEDIATED_SIGNALING ADCYAP1R1 FFAR4 GIP GIPR GPR3 GPR61 GPR62 INSL3 OR51E2 POMC RAPGEF2 RXFP2 SCT SCTR UCN GOBP_POSITIVE_REGULATION_OF_CANONICAL_NF_KAPPAB_SIGNAL_TRANSDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CANONICAL_NF_KAPPAB_SIGNAL_TRANSDUCTION ABL1 ADIPOQ AJUBA AKAP13 ALPK1 ANKRD17 APOL3 ATP2C1 BCL10 BIRC2 BIRC3 BRD4 BST2 C18orf32 CANT1 CARD11 CARD16 CARD9 CASP1 CASP10 CASP8 CC2D1A CCDC22 CCL19 CCL21 CCR7 CD36 CD4 CD40 CD74 CFLAR CHUK CLEC4D CLEC6A CLEC7A CTH CTNNB1 CUL1 CX3CL1 CXXC5 DDX1 DDX21 DHX15 DHX36 ECM1 ECT2 EDA EDA2R EDAR F2R F2RL1 FADD FASLG FBXW11 FKBP1A FLNA FYN GAPDH GJA1 GOLT1B GPR89A GPRC5B HLA-DRB1 HMOX1 HTR2B IFIT5 IKBKB IKBKE IKBKG IL1A IL1B INAVA IRAK1 IRAK4 IRF3 JMJD8 LAMTOR5 LGALS1 LGALS9 LITAF LPAR1 LTB LTBR LTF LURAP1 LURAP1L MALT1 MAP3K14 MAP3K3 MAP3K7 MAVS MIB2 MID2 MIER1 MTDH MUL1 MYD88 NDFIP1 NDFIP2 NEK6 NOD1 NOD2 NUP62 PARP1 PELI1 PELI2 PIM2 PINK1 PLEKHG5 PLK2 PPM1A PPP5C PRKCB PRKCE PRKD1 PRKN RBCK1 RBX1 REL RELA RFPL1 RFPL2 RFPL3 RFPL4A RFPL4AL1 RHOA RHOC RIPK1 RIPK2 RNF31 ROR1 S100A12 S100A13 S100A4 S100B SECTM1 SHARPIN SHISA5 SLC20A1 SLC35B2 SLC44A2 TAB2 TAB3 TBK1 TERF2IP TFG TFRC TICAM1 TICAM2 TIFA TIRAP TLR3 TLR4 TLR6 TLR9 TMED4 TMEM101 TMEM106A TMEM9B TNF TNFRSF10B TNFRSF19 TNFRSF1A TNFSF10 TNFSF11 TNIP2 TRADD TRAF2 TRAF3IP2 TRAF5 TRAF6 TRIM13 TRIM21 TRIM22 TRIM25 TRIM32 TRIM34 TRIM38 TRIM5 TRIM52 TRIM58 TRIM6 TRIM62 TRIM68 TRIM8 TSPAN6 UBD UBE2I UBE2N UBE2V1 UNC5CL VAPA WLS XIAP ZDHHC13 ZDHHC17 GOBP_POSITIVE_REGULATION_OF_CANONICAL_WNT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CANONICAL_WNT_SIGNALING_PATHWAY ADGRA2 ADNP AMER1 ASPM ATP6AP2 BAMBI BIRC8 BMAL1 CAPRIN2 CAV1 CCAR2 CDH3 COL1A1 CSNK1D CSNK1E CSNK1G1 CSNK1G2 CSNK1G3 CTDNEP1 DAAM2 DACT1 DAPK3 DDX3X DKK2 DLX5 EDA EGF EGFR FAM53B FGF10 FGF2 FGF9 FGFR2 FRAT1 FZD9 GID8 GPC3 GPC5 GPRC5B GSKIP HHEX ILK JRK JUP KANK1 LGR4 LGR5 LGR6 LRRK1 LRRK2 LYPD6 MIR145 MIR26A1 MIR29B1 MIR346 MIR501 NFKB1 NLE1 NRARP PIN1 PLEKHA4 PPM1A PPM1B PPM1N PRDM15 PTK7 RBPJ RECK RNF146 RNF220 RPS12 RSPO1 RSPO2 RSPO3 RUVBL1 SCEL SEMA5A SFRP1 SFRP2 SFRP4 SMAD3 SMURF2 SOX4 SRC SULF2 TBL1X TBL1XR1 TGFB1 TMEM198 TMEM9 TNKS TNKS2 TRPM4 TTC21B UBE2B UBR5 USP34 USP47 USP8 VCP VPS35 WLS WNK1 WNK2 WNT10B WNT3A XIAP YAP1 ZBED3 ZEB2 GOBP_POSITIVE_REGULATION_OF_CARBOHYDRATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CARBOHYDRATE_METABOLIC_PROCESS ACTN3 ADCY10 ADCYAP1R1 AKT1 AKT2 APP ARNT ARPP19 AVPR1B CD244 CRY1 DDB1 DYRK2 EGF EPM2AIP1 FOXO1 GAPDHS GCG GCK GPD1 GPER1 GPLD1 GPT GPT2 HAS2 HIF1A HRH1 HTR2A IFNG IGF1 IGF2 INS INSR IRS1 IRS2 KAT2A KAT2B LHCGR MAS1 MIR103A1 MIR107 MIR210 MLST8 MLXIPL MTOR NFKB1 NNMT NTSR1 P2RX7 P2RY1 P2RY6 PDGFB PHKG2 PMAIP1 PPARA PPARGC1A PPP1R3E PPP1R3G PPP4R3B PRKAA1 PRKAA2 PRKACA PRKCE PRXL2C PSEN1 PTAFR PTH PTH1R PTPN2 RGN RPTOR SIRT1 SIRT7 SLC45A3 SLC4A4 SNCA SORBS1 SRC STK11 WDR5 ZBTB20 GOBP_POSITIVE_REGULATION_OF_CARDIAC_EPITHELIAL_TO_MESENCHYMAL_TRANSITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CARDIAC_EPITHELIAL_TO_MESENCHYMAL_TRANSITION ACVR1 EMP2 ENG JAG1 NOTCH1 TGFB2 TGFBR1 TGFBR2 TWIST1 GOBP_POSITIVE_REGULATION_OF_CARDIAC_MUSCLE_ADAPTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CARDIAC_MUSCLE_ADAPTATION MIR17 MIR199A1 MIR208A MIR20A MIR214 MIR34B MIR34C PPP3CA TRPC3 GOBP_POSITIVE_REGULATION_OF_CARDIAC_MUSCLE_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CARDIAC_MUSCLE_CELL_DIFFERENTIATION ARRB2 BMP4 EFNB2 KAT2A MEF2C MIR1-1 MIR204 MIR499A MYOCD TGFB1 WNT3A GOBP_POSITIVE_REGULATION_OF_CARDIAC_MUSCLE_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CARDIAC_MUSCLE_CELL_PROLIFERATION BMP10 BMPR1A CDK1 ERBB4 FGF2 FGF9 FGFR2 GATA6 GLI1 HEY2 MAPK14 MEF2C MIR17HG MIR199A1 MIR19B1 MIR204 MIR222 MIR509-1 MIR548C MIR590 NOTCH1 PIM1 RBPJ TBX2 TBX20 TBX5 TGFBR3 WNT2 YAP1 ZFPM2 GOBP_POSITIVE_REGULATION_OF_CARDIAC_MUSCLE_CONTRACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CARDIAC_MUSCLE_CONTRACTION ACE2 ADRA1A CHGA HSP90AA1 KCNQ1 MIR1-1 NPPA RGS2 UCN GOBP_POSITIVE_REGULATION_OF_CARDIOCYTE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CARDIOCYTE_DIFFERENTIATION ARRB2 BMP4 DHX36 EFNB2 GPER1 KAT2A MEF2C MIR1-1 MIR133A1 MIR145 MIR204 MIR499A MYOCD NKX2-5 TBX5 TGFB1 TGFB2 WNT3A GOBP_POSITIVE_REGULATION_OF_CARTILAGE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CARTILAGE_DEVELOPMENT ACVRL1 BMP1 BMP10 BMP2 BMP4 BMP6 BMPR1B BMPR2 CCN1 FGF18 GDF2 GDF5 GDF6 GLI3 HOXA11 LOXL2 MDK MUSTN1 PKDCC PRKG2 RUNX2 SCX SMAD1 SMAD3 SMAD7 SOX5 SOX6 SOX9 TAPT1 WNT5A ZBTB16 ZNF219 GOBP_POSITIVE_REGULATION_OF_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CATABOLIC_PROCESS AADAC ABCA2 ABCD1 ABCD2 ABHD5 ACTN3 ADAM8 ADAM9 ADCY10 ADORA1 ADRA2A ADRB2 AGBL4 AGO1 AGO2 AGO3 AGO4 AGTPBP1 AKT1 AKT2 AMBRA1 AMER1 ANGPTL3 ANKIB1 APC APC2 APOA2 APOA4 APOA5 APOC2 APOE APP ARIH1 ARIH2 ARNT ASB11 ASB5 ASB9 ATF6 ATG101 ATG13 ATG16L1 ATG2A ATG7 ATM ATXN3 AURKA AXIN1 AXIN2 BAD BAG2 BAG3 BAG6 BARD1 BAX BBS7 BCAP31 BECN1 BNIP3 BNIP3L BTG2 C4BPA C4BPB C9orf72 CALCOCO2 CAMKK2 CAPRIN1 CAV1 CAV3 CBFA2T3 CBLB CCDC22 CCNY CD81 CDC20 CDC20B CDK16 CDK5RAP3 CDKN1B CEBPA CELF1 CERS1 CHFR CLU CNOT1 CNOT10 CNOT11 CNOT2 CNOT3 CNOT4 CNOT6 CNOT6L CNOT7 CNOT8 CNOT9 COP1 CPEB3 CPT1A CSDE1 CSNK1A1 CSNK1D CSNK1E CSNK2A1 CUL4A CUL4B DAB2 DAB2IP DACT1 DAGLB DAPK1 DCAF1 DCN DCP1A DCP1B DCP2 DCPS DDA1 DDB1 DDRGK1 DEPDC5 DEPTOR DET1 DHRSX DHX36 DHX9 DIS3 DIS3L2 DISC1 DNAJB2 DND1 DNM3OS DTL DTX3L DVL1 DXO ECSCR EGF EGLN2 EIF4ENIF1 ELAPOR1 ELOB ENDOG ENPP7 EPM2A EXOSC2 EXOSC3 EXOSC5 EXOSC7 EXOSC8 EXOSC9 EZR FABP1 FAF1 FBXL5 FBXO22 FBXO7 FBXW7 FBXW8 FGF21 FLCN FMR1 FOXO1 FOXO3 FTO FURIN FXR1 FXR2 FYCO1 FZR1 GABARAP GAPDHS GAS5 GBA1 GCLC GGA1 GGA3 GIGYF2 GNAI3 GPC3 GPD1 GPLD1 GPSM1 GRSF1 GSK3A GSK3B GTPBP1 HAMP HECTD1 HERPUD1 HIF1A HMGB1 HMOX1 HNRNPD HNRNPR HNRNPU HSF1 HSP90AA1 HSPA1A HSPA1B HSPB8 HSPBP1 HTR2A HTT IDE IER3 IFNB1 IFNG IGF1 IGF2BP1 IKBKG IL1B IL33 IL4 IL6 INS INSR IRGM IRS1 IRS2 ITCH KAT2B KAT5 KCNE2 KCNQ1OT1 KDR KEAP1 KHSRP KLHL40 L3MBTL3 LACRT LAPTM5 LARP1 LDLR LIN28B LPCAT1 LRP1 LRP2 LRRK2 LRSAM1 LSM1 MAGEF1 MAP3K7 MAPK3 MAPK9 MARCHF2 MDM2 MEFV METTL14 METTL16 METTL3 MEX3D MID2 MIR1-1 MIR100 MIR103B1 MIR106A MIR125A MIR125B1 MIR128-1 MIR130A MIR133A1 MIR135B MIR137 MIR140 MIR145 MIR146A MIR149 MIR151A MIR181A2 MIR181B1 MIR185 MIR18A MIR190B MIR191 MIR192 MIR195 MIR206 MIR20A MIR210 MIR212 MIR214 MIR223 MIR23A MIR24-1 MIR26B MIR27A MIR302A MIR302C MIR30B MIR326 MIR342 MIR373 MIR423 MIR4286 MIR485 MIR486-1 MIR491 MIR497 MIR517A MIR517C MIR520C MIR543 MIR562 MIR564 MIR608 MIR625 MIR655 MIR663A MIR665 MIR885 MIR9-1 MIR93 MIR96 MIR98 MIRLET7A1 MIRLET7B MIRLET7E MLH1 MLST8 MLXIPL MOAP1 MOV10 MSN MTDH MTLN MTOR MYLIP NANOS1 NANOS2 NANOS3 NDFIP1 NDUFA13 NEAT1 NEDD4 NEDD4L NFE2L2 NKD1 NKD2 NNT NOCT NOD1 NOD2 NOP53 NPRL2 NPRL3 NRDC NSF NT5C3B NUB1 NUPR1 OAZ1 OAZ2 OAZ3 OPTN ORMDL3 OSBPL7 P2RX7 PABIR1 PABPC1 PABPN1L PACSIN3 PAFAH1B2 PAIP1 PAN2 PAN3 PARK7 PARN PATL1 PATL2 PCSK9 PDE12 PHKG2 PIAS1 PIK3C2A PIK3CB PIM2 PINK1 PIP4K2A PIP4K2B PIP4K2C PLEKHF1 PLEKHN1 PLIN5 PLK1 PLK2 PLK3 PNLDC1 PNPLA2 PNPT1 POLR2G PPARA PRICKLE1 PRKAA1 PRKAA2 PRKCD PRKCE PRKD1 PRKN PRR5L PRXL2C PSEN1 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD10 PTEN PTK2 PTK2B PTPN1 PUM1 PUM2 PYHIN1 RAB3GAP1 RAB3GAP2 RAB7A RACK1 RAD23A RALB RB1CC1 RBM24 RBX1 RC3H1 RC3H2 RCHY1 RDX RFPL1 RFPL2 RFPL3 RFPL4A RFPL4AL1 RGMA RHBDD3 RIDA RILP RIPK2 RNF128 RNF139 RNF14 RNF144A RNF144B RNF152 RNF180 RNF185 RNF19A RNF19B RNF217 RNF31 RNF41 RNFT1 RNFT2 ROCK1 ROCK2 RPTOR RUFY4 SAMD4A SAMD4B SCOC SCT SEC22B SESN1 SESN2 SESN3 SETD2 SGSM3 SGTA SH3BP4 SH3D19 SH3GLB1 SH3RF1 SH3RF2 SH3RF3 SIRT1 SIRT2 SIRT6 SLC25A4 SLC25A5 SLC35D3 SLC4A4 SMAD7 SMCR8 SMURF1 SNCA SNF8 SNX18 SNX30 SNX33 SNX4 SNX7 SNX9 SOCS4 SOCS5 SORL1 SOX17 SOX9 SPTLC1 SPTLC2 SQSTM1 ST20 STING1 STK11 STUB1 STX5 SUMO1 SUMO2 SUPT5H SUPV3L1 SVIP SYNCRIP TAF1 TARDBP TBK1 TENT4A TENT4B TFEB TGFB1I1 TICAM1 TIPARP TLR9 TMEM259 TMEM59 TMTC3 TNF TNFAIP3 TNFRSF1B TNFSF12 TNKS1BP1 TNRC6A TNRC6B TNRC6C TOB1 TOM1 TP53INP1 TPCN1 TRAF7 TREM2 TRIB1 TRIB2 TRIB3 TRIM13 TRIM21 TRIM22 TRIM23 TRIM32 TRIM34 TRIM38 TRIM5 TRIM58 TRIM6 TRIM65 TRIM67 TRIM68 TRIM71 TRIM8 TSC2 TTC5 TUT4 TUT7 TWIST1 UBQLN1 UBQLN2 UBR3 UFL1 ULK1 ULK2 UPF1 USP13 USP20 USP5 UVRAG VCP VDAC1 VGLL4 VIP VPS11 VPS13D VPS28 VPS35 VSIR WAC WDR24 WDR45 WFS1 WIPI1 WNT5A XIST YBX1 YTHDF1 YTHDF2 YTHDF3 ZBTB20 ZC3H12A ZC3H12D ZC3H18 ZC3HAV1 ZER1 ZFAND2A ZFP36 ZFP36L1 ZFP36L2 ZSWIM8 ZYG11B GOBP_POSITIVE_REGULATION_OF_CATALYTIC_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CATALYTIC_ACTIVITY ABI1 ABL1 ABL2 ABR ACD ACE ACER2 ACR ACVR1C ADAM17 ADAM8 ADAM9 ADCY8 ADCYAP1 ADIPOQ ADORA2B ADORA3 ADRA1A ADRA2A ADRA2B ADRA2C ADRB1 ADRB2 ADRB3 AGAP1 AGAP11 AGAP2 AGAP3 AGAP4 AGAP5 AGAP6 AGAP7P AGAP9 AGER AGRN AGT AGTR1 AGTR2 AIFM1 AIM2 AKAP5 AKT1 ALK ALS2 AMBRA1 ANG ANGPT1 ANP32B ANTKMT APAF1 APC2 APH1A APH1B APOA1 APOA2 APOA4 APOA5 APOC2 APOE APOH ARAP1 ARF4 ARHGAP11A ARHGAP11B ARHGAP22 ARHGAP24 ARHGAP25 ARHGAP27 ARHGAP29 ARHGAP42 ARHGAP45 ARHGAP6 ARHGEF10 ARHGEF15 ARHGEF16 ARHGEF19 ARHGEF26 ARHGEF5 ARHGEF7 ARL1 ARL6IP5 ARRDC3 ARRDC4 ASAP3 ASPH ATG14 ATP2A3 ATP2B4 ATP7A ATPSCKMT AURKB AVPR1A AVPR1B AVPR2 AXIN1 AXIN2 AXL AZIN2 AZU1 B3GAT3 BAD BAK1 BAX BBC3 BCAP31 BCAR3 BCAS3 BCL10 BCL2L10 BCL2L13 BCR BID BLID BMI1 BMP2 BOK BORA BTRC C5AR1 C9orf72 CAB39 CACNA1C CACNA1D CACUL1 CALCA CALCR CALM1 CALM2 CALM3 CAMK1 CAMKK1 CAMKK2 CAP1 CAP2 CARD10 CARD14 CARD8 CARD9 CARTPT CASC2 CASP1 CASP10 CASP2 CASP8 CASP8AP2 CASP9 CASS4 CAV1 CAV2 CCDC125 CCDC88A CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL3 CCL3L1 CCL3L3 CCL4 CCL5 CCL7 CCL8 CCN1 CCND1 CCND2 CCND3 CCNY CCR7 CCT2 CCT4 CD19 CD200 CD24 CD300A CD33 CD4 CD40 CD74 CD86 CDC14B CDC20 CDH3 CDKL5 CDKN1A CEMIP CENPE CHI3L1 CHP2 CHRNA3 CHRNA7 CHTF18 CHTF8 CHTOP CIB1 CIDEB CLDN3 CLDN4 CLEC7A CLSPN CLU COA8 COL4A3 COPS8 CORO1C COX17 CR1 CRADD CRHR1 CSF1 CSF1R CTNNB1 CTSD CTSH CTSK CTSL CTSS CTSV CX3CL1 CXCL13 CYCS CYFIP2 CYP27B1 DAB2IP DAOA DAP DAPK1 DAXX DBI DDR1 DDR2 DDRGK1 DDX11 DDX3X DGKZ DHFR DHFRP1 DHX9 DIABLO DIPK2A DIRAS1 DIRAS2 DKC1 DKK1 DLC1 DLG3 DLG4 DOCK10 DOCK11 DOCK6 DOCK7 DOCK8 DOCK9 DOK7 DRD1 DRD4 DRD5 DSCC1 DSTYK DUSP12 DUSP19 DVL2 DVL3 DYNAP ECT2 EDN1 EDN2 EDN3 EDNRA EEF1A2 EFNA1 EFNA3 EGF EGFR EGLN3 EGR1 EIF2AK3 ELANE EMP2 ENSG00000290147 EPGN EPHA1 EPHA2 EPHA4 EPHA8 EPHB4 ERBB2 ERBB3 ERBB4 EREG ERN1 ERP29 ESR1 ETAA1 EVI5 EVI5L EZH2 F2 F2R F2RL1 F3 FADD FAM162A FAS FASLG FBXW7 FCER2 FCGR1A FCRL3 FDX1 FDX2 FERMT2 FGF1 FGF18 FGF2 FGF23 FGFR1 FGFR2 FGFR3 FGFR4 FGR FIS1 FLT1 FLT3 FLT4 FNTA FOXJ1 FOXL2 FSHR FTMT FXN FYN FZD10 FZR1 GARNL3 GAS6 GBA3 GCH1 GCLM GDNF GH1 GHR GIPR GLP1R GMIP GNA12 GNA13 GNA15 GNAQ GNB5 GPER1 GPIHBP1 GPLD1 GPR55 GPR65 GPRC5B GRAMD4 GREM1 GRHL2 GRIN1 GRIN2A GRIN2B GRM5 GRN GRTP1 GSK3A GSK3B GSN GTF2H2 GUCA1A HIF1A HIP1 HIP1R HLA-DRB1 HMBOX1 HMGA2 HMGB1 HMGB2 HNRNPA2B1 HNRNPD HNRNPU HRAS HSP90AA1 HSP90AB1 HSPA1A HSPD1 HSPE1 HTR2A HTR2B HTRA2 IFI16 IFNG IFT57 IGF1 IGF1R IGF2 IL12B IL18 IL1B IL23A IL23R IL34 IL4 IL6R INS INSR INSRR IQGAP1 IRAK1 IRGM IRS1 ISCU ITGA1 ITGA6 ITGAM ITGB1 ITGB1BP1 ITGB2 ITGB3 ITK JAK2 JTB KDR KHDC1 KHDC1L KIF14 KIT KLF4 LAPTM5 LARS1 LAT LCK LCP2 LEP LGALS9 LGMN LGR4 LGR5 LHCGR LILRA5 LIMS1 LMO4 LPAR1 LPAR2 LRP8 LRRK2 LTF LTK LYN MAGEA2 MAGEA2B MAGEC2 MAGI2 MALT1 MAP2K1 MAP2K2 MAP2K3 MAP2K5 MAP2K7 MAP3K10 MAP3K11 MAP3K12 MAP3K13 MAP3K4 MAP3K5 MAP3K7 MAP4K2 MAP4K4 MAPK1 MAPK12 MAPK14 MAPK15 MAPK3 MAPK8 MAPKAPK5 MAPRE2 MAPRE3 MAPT MARK2 MBP MEF2C MEFV MERTK MET MID1IP1 MIR125B1 MIR143 MIR15A MIR16-1 MIR17 MIR182 MIR195 MIR205 MIR21 MIR26B MIR27B MIR29B1 MIR92A1 MMD MMD2 MMUT MRE11 MRNIP MSH2 MSH3 MSH6 MST1R MT3 MTCH1 MTCP1 MTMR9 MTOR MTSS2 MUL1 MUSK MYC NAB2 NAF1 NBN NCF1 NCSTN NDEL1 NDUFA13 NDUFA4 NEDD9 NEK10 NEK2 NEK7 NET1 NF1 NGEF NGFR NHEJ1 NKX3-1 NLRC4 NLRP1 NLRP12 NLRP2 NLRP3 NMUR1 NOD1 NOD2 NODAL NOS1 NOS1AP NOS2 NOS3 NOX4 NPR3 NR1H2 NR1H3 NRG1 NTF3 NTRK1 NTRK2 NTRK3 NUS1 NVL ODAM ORAI1 OSBPL8 P2RY11 P2RY12 P2RY6 PABPN1 PAK1 PARK7 PARM1 PARN PCNA PDCD10 PDCD2 PDCD5 PDCD6 PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PDPK1 PERP PHACTR4 PHB1 PHB2 PIBF1 PICALM PIDD1 PIFO PIH1D1 PIK3CB PIK3CG PIK3R5 PIK3R6 PILRB PIN1 PINK1 PIP5K1A PKD1 PKD2 PKIB PKP4 PLA2G1B PLA2G5 PLAA PLAAT4 PLCB2 PLEK PLIN5 PLK1 PLSCR1 PLXNB1 PMAIP1 PNKP PNLIP POLG2 POR POT1 PPARG PPIA PPM1F PPP1R12A PPP1R14D PPP1R15A PPP1R15B PPP2CA PRELID1 PREX1 PREX2 PRIM2 PRKAG1 PRKAG2 PRKCD PRKCQ PRKD1 PRLR PRNP PROX1 PRR7 PRRC1 PRSS22 PRTN3 PSAP PSEN1 PSEN2 PSENEN PSMD10 PSME1 PSME2 PSME3 PSRC1 PTEN PTGES3 PTH PTK2 PTK2B PTPA PTPN1 PTPRC PYCARD RAB11FIP2 RAB3GAP1 RACK1 RAD50 RAF1 RALB RALBP1 RALGAPA1 RALGAPA2 RALGAPB RALGDS RALGPS1 RALGPS2 RANGAP1 RAP1A RAP1GAP RAP1GAP2 RAP1GDS1 RAPGEF1 RAPGEF2 RAPGEF3 RAPGEF4 RAPGEF5 RAPGEF6 RAPGEFL1 RASGEF1A RASGEF1B RASGEF1C RASGRF1 RASGRF2 RASGRP1 RASGRP2 RASGRP3 RASGRP4 RASSF2 RCN3 RELN REST RET RFC2 RFC3 RFC4 RFC5 RFK RFPL1 RGCC RGL1 RGL3 RGL4 RGP1 RGS1 RGS10 RGS11 RGS16 RGS6 RGS7 RGS8 RGS9 RHOA RHOC RHOG RIC1 RIPK2 RIPK3 ROBO1 ROCK1 ROCK2 ROR1 ROR2 ROS1 RPS2 RPS27L RPS3 RPTOR RSU1 RTN4R RXFP1 RXFP2 RYK S100A1 S100A10 S100A12 S100A8 S100A9 S1PR4 SASH1 SCARB1 SCRIB SELE SEMA4D SEMG1 SEMG2 SENP1 SERINC1 SERINC5 SERPINB3 SETMAR SFRP1 SGSM1 SGSM2 SGSM3 SH3BP1 SIPA1 SIPA1L1 SIPA1L2 SIPA1L3 SIRT1 SIRT3 SKP1 SLC11A1 SLC22A2 SLC27A4 SLC5A3 SLC8A2 SMAD3 SMCR8 SNCA SNX13 SNX18 SNX9 SOD1 SORL1 SOS1 SOS2 SOX7 SPDYA SRC SRCIN1 SRGAP2 SSBP1 ST18 ST20 STAT3 STIM1 STK11 STOX1 STRADA STRADB STX4 SYAP1 SYDE1 SYDE2 SYK TAB1 TAB2 TANK TAOK2 TAOK3 TAX1BP3 TBC1D1 TBC1D10A TBC1D10B TBC1D10C TBC1D12 TBC1D13 TBC1D14 TBC1D15 TBC1D16 TBC1D17 TBC1D2 TBC1D20 TBC1D21 TBC1D22A TBC1D22B TBC1D25 TBC1D26 TBC1D2B TBC1D3 TBC1D30 TBC1D3B TBC1D3C TBC1D3D TBC1D3E TBC1D3F TBC1D3G TBC1D3H TBC1D3I TBC1D3K TBC1D3L TBC1D4 TBC1D5 TBC1D7 TBC1D8 TBC1D8B TBC1D9 TBC1D9B TBCK TCIM TCL1A TCL1B TCP1 TDGF1 TEK TELO2 TENM1 TERF2 TERT TGFB1 TGFB2 TGFBR2 TGM2 THBS1 THY1 TIAM1 TIAM2 TIE1 TIGAR TIRAP TLR3 TLR4 TLR6 TMIGD3 TMSB4X TNF TNFRSF10A TNFRSF10B TNFRSF11A TNFSF10 TNFSF11 TNFSF15 TNKS TOM1L1 TOPORS TPD52L1 TPX2 TRAF2 TRAF4 TRAF6 TREM2 TRIB3 TSC1 TSHR TTBK1 TXK TXN TYRO3 UACA UBE2C UBE2I UBE2L3 UBE2S UHRF1 UNC119 USP17L2 USP50 USP6NL VCP VDR VEGFA VSIR WDR41 WNT11 WNT5A WRAP53 WRN XCL1 XCL2 XDH XRCC1 XRCC4 XRCC5 XRCC6 YWHAB ZC3H15 ZFP91 ZNF16 ZNF622 GOBP_POSITIVE_REGULATION_OF_CATECHOLAMINE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CATECHOLAMINE_METABOLIC_PROCESS ABAT GPR37 HPRT1 MAOB PARK7 VPS35 GOBP_POSITIVE_REGULATION_OF_CATECHOLAMINE_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CATECHOLAMINE_SECRETION CARTPT CHRNB2 CXCL12 GDNF GRK2 KCNB1 OPRK1 OXTR PINK1 STX1A SYT1 VIP GOBP_POSITIVE_REGULATION_OF_CATION_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CATION_CHANNEL_ACTIVITY ACTN2 AKAP6 ALG10B ANK2 ANK3 ANTKMT ATPSCKMT CACNA2D1 CACNB2 CACNB3 CALM1 CALM2 CALM3 CASQ1 CRACR2A CTSS EDN1 EDNRA FGF13 GAL GALR2 GSTM2 GSTO1 HAP1 HTT JPH2 KCNIP2 LRRC26 LRRC38 LRRC52 LRRC55 MIR1-1 NIPSNAP2 NOS1AP NPPA P2RY6 PIRT PKD2 RNF207 SCN1B STAC STAC2 STAC3 STIM1 STIM2 STIMATE TMSB4X TRDN TREM2 GOBP_POSITIVE_REGULATION_OF_CD4_POSITIVE_ALPHA_BETA_T_CELL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CD4_POSITIVE_ALPHA_BETA_T_CELL_ACTIVATION ANXA1 CARD11 CCL19 CD160 CD28 CD3E CD55 CD80 CD81 CD83 CD86 FOXP3 HLA-DRA HLA-DRB1 HLA-DRB3 HLX IFNG IL12B IL12RB1 IL18 IL23A IL23R IL2RG IL4R KLHL25 LGALS9 MALT1 MIR21 NCKAP1L NFKBID NFKBIZ NLRP3 PRKCQ PRKCZ RARA RIPK2 SASH3 SHB SOCS1 SOCS5 TGFBR2 TNFSF4 XCL1 ZBTB7B GOBP_POSITIVE_REGULATION_OF_CD4_POSITIVE_ALPHA_BETA_T_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CD4_POSITIVE_ALPHA_BETA_T_CELL_DIFFERENTIATION ANXA1 CCL19 CD80 CD83 CD86 FOXP3 HLA-DRA HLA-DRB1 HLX IFNG IL12B IL12RB1 IL18 IL23A IL23R IL2RG IL4R KLHL25 LGALS9 MALT1 MIR21 NCKAP1L NFKBID NFKBIZ NLRP3 PRKCZ RARA RIPK2 SASH3 SHB SOCS1 SOCS5 TNFSF4 ZBTB7B GOBP_POSITIVE_REGULATION_OF_CD4_POSITIVE_ALPHA_BETA_T_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CD4_POSITIVE_ALPHA_BETA_T_CELL_PROLIFERATION CARD11 CD28 CD3E CD55 CD81 LGALS9 PRKCQ RIPK2 TGFBR2 XCL1 GOBP_POSITIVE_REGULATION_OF_CD8_POSITIVE_ALPHA_BETA_T_CELL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CD8_POSITIVE_ALPHA_BETA_T_CELL_ACTIVATION CBFB HLA-A HLA-E LILRB4 NCKAP1L PTPN22 RUNX1 RUNX3 XCL1 GOBP_POSITIVE_REGULATION_OF_CD8_POSITIVE_ALPHA_BETA_T_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CD8_POSITIVE_ALPHA_BETA_T_CELL_DIFFERENTIATION CBFB LILRB4 NCKAP1L RUNX1 RUNX3 GOBP_POSITIVE_REGULATION_OF_CELLULAR_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CELLULAR_CATABOLIC_PROCESS AADAC ABCA2 ABCD1 ABCD2 ABHD5 ADAM8 ADAM9 ADCY10 ADRA2A ADRB2 AGO1 AGO2 AGO3 AGO4 AKT2 AMBRA1 APOA4 APOA5 APOC2 APOE APP ARNT ATF6 ATG101 ATG13 ATG16L1 ATG2A ATM BAD BAG3 BAX BECN1 BNIP3 BNIP3L BTG2 C9orf72 CALCOCO2 CAMKK2 CAPRIN1 CCNY CDK16 CELF1 CERS1 CNOT1 CNOT10 CNOT11 CNOT2 CNOT3 CNOT4 CNOT6 CNOT6L CNOT7 CNOT8 CNOT9 CPEB3 CPT1A CSDE1 DAGLB DAPK1 DCN DCP1A DCP1B DCP2 DCPS DEPDC5 DEPTOR DHRSX DHX36 DHX9 DIS3 DIS3L2 DND1 DNM3OS DTX3L DXO EIF4ENIF1 ELAPOR1 ENDOG ENPP7 EPM2A EXOSC2 EXOSC3 EXOSC5 EXOSC7 EXOSC8 EXOSC9 FABP1 FBXO7 FGF21 FLCN FOXO1 FOXO3 FTO FURIN FXR1 FXR2 FYCO1 GAPDHS GAS5 GIGYF2 GNAI3 GPD1 GPLD1 GPSM1 GRSF1 GSK3A GSK3B GTPBP1 HIF1A HMGB1 HMOX1 HNRNPD HNRNPR HNRNPU HSF1 HSPB8 HTR2A HTT IFNB1 IFNG IGF1 IGF2BP1 IKBKG IL1B IL4 IL6 INS INSR IRGM IRS1 IRS2 ITCH KAT2B KAT5 KCNQ1OT1 KDR KHSRP LACRT LAPTM5 LARP1 LIN28B LRRK2 LRSAM1 LSM1 MAP3K7 MAPK3 MEFV METTL14 METTL16 METTL3 MEX3D MID2 MIR1-1 MIR100 MIR103B1 MIR106A MIR125A MIR125B1 MIR128-1 MIR130A MIR133A1 MIR135B MIR137 MIR140 MIR145 MIR146A MIR149 MIR151A MIR181A2 MIR185 MIR18A MIR190B MIR191 MIR192 MIR195 MIR206 MIR20A MIR210 MIR212 MIR214 MIR223 MIR23A MIR24-1 MIR26B MIR27A MIR302A MIR302C MIR30B MIR326 MIR342 MIR373 MIR423 MIR4286 MIR485 MIR486-1 MIR491 MIR497 MIR517A MIR517C MIR520C MIR543 MIR562 MIR564 MIR608 MIR625 MIR655 MIR663A MIR665 MIR885 MIR9-1 MIR93 MIR96 MIR98 MIRLET7A1 MIRLET7B MIRLET7E MLH1 MLST8 MLXIPL MOAP1 MOV10 MTDH MTLN MTOR NANOS1 NANOS2 NANOS3 NEAT1 NNT NOCT NOD1 NOD2 NPRL2 NPRL3 NRDC NT5C3B OPTN ORMDL3 P2RX7 PABPC1 PABPN1L PACSIN3 PAFAH1B2 PAIP1 PAN2 PAN3 PARK7 PARN PATL1 PATL2 PCSK9 PDE12 PHKG2 PIK3C2A PIK3CB PIM2 PINK1 PIP4K2A PIP4K2B PIP4K2C PLEKHF1 PLEKHN1 PLIN5 PLK2 PLK3 PNLDC1 PNPLA2 PNPT1 POLR2G PPARA PRKAA1 PRKAA2 PRKCD PRKD1 PRKN PRR5L PRXL2C PSEN1 PTPN1 PUM1 PUM2 RAB3GAP1 RAB3GAP2 RALB RB1CC1 RBM24 RC3H1 RC3H2 RFPL1 RFPL2 RFPL3 RFPL4A RFPL4AL1 RGMA RIDA RIPK2 RNF152 RNF31 ROCK1 ROCK2 RPTOR RUFY4 SAMD4A SAMD4B SCOC SESN1 SESN2 SESN3 SETD2 SH3BP4 SH3D19 SH3GLB1 SIRT1 SLC25A4 SLC25A5 SLC35D3 SLC4A4 SMCR8 SNCA SNX18 SNX30 SNX33 SNX4 SNX7 SNX9 SPTLC1 SPTLC2 SQSTM1 ST20 STING1 STK11 SUPT5H SUPV3L1 SVIP SYNCRIP TARDBP TBK1 TENT4A TENT4B TFEB TICAM1 TLR9 TMEM59 TNF TNFRSF1B TNKS1BP1 TNRC6A TNRC6B TNRC6C TOB1 TOM1 TP53INP1 TPCN1 TRIM13 TRIM21 TRIM22 TRIM23 TRIM32 TRIM34 TRIM38 TRIM5 TRIM58 TRIM6 TRIM65 TRIM68 TRIM71 TRIM8 TSC2 TTC5 TUT4 TUT7 TWIST1 UFL1 ULK1 ULK2 UPF1 USP20 UVRAG VDAC1 VPS13D WAC WDR24 WDR45 WIPI1 XIST YBX1 YTHDF1 YTHDF2 YTHDF3 ZBTB20 ZC3H12A ZC3H12D ZC3H18 ZC3HAV1 ZFP36 ZFP36L1 ZFP36L2 ZSWIM8 GOBP_POSITIVE_REGULATION_OF_CELLULAR_COMPONENT_BIOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CELLULAR_COMPONENT_BIOGENESIS ABCA1 ABCA3 ABI2 ABL1 ACE2 ACTR2 ACTR3 ADGRB1 ADGRB3 ADNP AGRN AGT AJUBA AKAP9 AKIRIN1 ALOX15 AMBRA1 AMIGO1 AMIGO2 AMIGO3 ANKRD53 ANLN APC APOA1 ARAP1 ARF6 ARHGAP35 ARHGEF10 ARHGEF10L ARHGEF15 ARHGEF5 ARL2 ARMCX5-GPRASP2 ARPC2 ASIC2 ATAT1 ATF7IP ATF7IP2 ATG2A ATM ATMIN ATP13A2 ATP7A ATR AUTS2 AVIL BAG4 BAIAP2 BAIAP2L1 BAIAP2L2 BAK1 BAX BBS4 BCL2L11 BDNF BECN1 BID BIK BIN1 BMF BMP7 BRAF BRCC3 BRK1 BTK C15orf62 CALY CAND1 CAPG CAPRIN1 CARMIL1 CARMIL2 CAV1 CAV3 CBLN1 CBLN2 CCDC88A CCL11 CCL19 CCL21 CCL24 CCL26 CCN2 CCP110 CCR7 CD36 CD47 CDC34 CDC42 CDC42EP1 CDC42EP2 CDC42EP3 CDC42EP4 CDC42EP5 CDH17 CDH5 CDK2 CDK5R1 CDK5RAP2 CDKN1B CENPJ CEP120 CEP135 CEP295 CHGA CHMP2A CKAP5 CLASP1 CLASP2 CLDN1 CLDN19 CLDN3 CLDN5 CLEC7A CLIP1 CLRN1 CLSTN1 CLSTN2 CLSTN3 CLU CNOT1 CNOT2 CNOT6 CNOT6L CNTNAP2 COBL COL16A1 CRACD CRB3 CRBN CROCC CSF2 CSF3 CTTN CUX2 CX3CL1 CXCL13 CYFIP1 DAB2IP DAG1 DCTN1 DDX3X DEF8 DHX33 DLG1 DLG5 DNM3 DOCK11 DPYSL3 DRG1 DYNC1H1 DZIP1 EEF2K EFNA5 EIF4G1 ELAPOR1 EMILIN1 ENTR1 EPB41L5 EPHA1 EPHA2 EPHB1 EPHB2 EPHB3 EPS8 EPS8L1 EPS8L2 EPS8L3 ERCC1 EVL F2RL1 FAF1 FAM98A FCHSD1 FCHSD2 FER FERMT1 FERMT2 FES FHOD1 FLNA FLOT1 FLRT2 FLRT3 FMN1 FMR1 FNBP1L FNIP1 FNIP2 FRMD7 FSCN1 FUZ G3BP1 G3BP2 GBP2 GBP5 GHRL GIT1 GNL3L GPM6A GPR65 GPRASP3 GPSM2 GRB2 GRID2 GSK3B HAP1 HAS3 HCK HGS HIP1R HOPX HRAS HRG HRK HSF1 HSP90AA1 HSPA1A HSPA1B HTT HYAL1 ICE1 IFNG IFT20 IFT88 IL17A IL1RAP IL1RAPL1 IL5 IRX3 ISG15 ITGB1BP1 KCTD17 KDR KIRREL1 KIT LCP1 LDB2 LGALS3 LIMCH1 LIMK1 LIMS1 LINGO2 LINGO4 LMOD1 LMOD2 LPAR1 LRRC24 LRRC4B LRRN1 LRRN3 LRRTM1 LRRTM2 LRRTM3 LRSAM1 LRTM2 MAD2L2 MAP1B MAP4K4 MAPK15 MAPK8 MAPK9 MAPRE1 MAPT MARK4 MAVS MECP2 MED25 MET MIEN1 MLST8 MMP1 MMP3 MNS1 MOAP1 MORC2 MPHOSPH8 MPP7 MSN MSTN MTLN MTOR MTSS1 MYD88 MYO3A MYO3B MYOC NAV3 NCK1 NCK2 NCKAP1 NCKAP1L NDEL1 NEK7 NEURL1 NF2 NLGN1 NLGN2 NLGN3 NPHP1 NPHP4 NPHS1 NR1H2 NRG1 NRP1 NRXN1 NTRK1 NTRK2 NUMA1 NUP62 OCLN OXTR P2RX7 P2RY12 PAK1 PALM PAN2 PAN3 PARK7 PDCD6IP PDE4DIP PFN1 PFN2 PFN3 PHLDB1 PHLDB2 PIEZO1 PIK3CA PIK3R1 PINK1 PIP4K2A PIP4K2B PIP4K2C PLCE1 PLCG2 PLEK PLEK2 PLEKHM1 PLK4 PLPPR5 POLDIP2 PPHLN1 PPM1E PPM1F PPP1R35 PPP2CA PPP2R5B PRKCA PRKCE PRKD1 PSMC6 PSRC1 PTK2B PTPN22 PTPRD PTPRJ PXN PYCARD RAB3GAP1 RAB3GAP2 RAB7A RAC1 RAC2 RACK1 RALA RALB RAP1B RAPGEF3 RASIP1 RESF1 RGCC RHOA RHOC RHOQ RICTOR RIPOR2 ROCK1 ROCK2 RP1 RPS3 S100A10 SASS6 SAXO1 SDC1 SDC4 SDCBP SEMA4A SEMA4D SEPTIN7 SEPTIN9 SERPINF2 SETDB1 SETDB2 SFRP1 SH3GLB1 SKAP1 SLAIN1 SLAIN2 SLF1 SLF2 SLITRK1 SLITRK2 SLITRK3 SLITRK4 SLITRK5 SLITRK6 SLX1A SLX1B SLX4 SMAD3 SMPD3 SNCA SNF8 SNX18 SNX30 SNX4 SNX7 SNX9 SORBS3 SOX9 SPAG5 SPIDR SRC SRF SRPX2 ST8SIA2 STAM STAU2 STIL STMP1 STUB1 STX18 SUMO1 SWAP70 SYK SYNDIG1 SYNPO SYNPO2 SYNPO2L TACR1 TAL1 TAPT1 TASOR TBX5 TCL1A TEK TENM1 TENM2 TERF1 TESK1 TFRC TGFB1 TGFB3 TGFBR1 THBS2 THY1 TIRAP TLR4 TLR6 TNF TOGARAM1 TP53 TPBG TPM1 TPPP TPPP2 TPPP3 TPR TRABD2A TRABD2B TRIM28 TRIM65 TSC1 TSG101 TTBK1 TWF2 UBAP2L ULK1 UNC13B USP16 USP50 VASP VCP VEGFA VIL1 VPS4A VPS4B VSTM5 WARS1 WASF2 WASHC1 WASHC2C WASL WDR45 WIPI1 WNT1 WNT10B WNT11 WNT4 WNT7A WRAP73 ZMYND10 ZMYND8 ZNF304 GOBP_POSITIVE_REGULATION_OF_CELLULAR_COMPONENT_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CELLULAR_COMPONENT_ORGANIZATION ABCA1 ABCA13 ABCA3 ABCA7 ABCB4 ABCB7 ABCC8 ABI2 ABL1 ABL2 ACD ACE2 ACTL6A ACTN2 ACTR2 ACTR3 ACTR5 ACTR8 ADAM9 ADCK1 ADCY10 ADD1 ADD3 ADGRB1 ADGRB3 ADGRL1 ADNP ADRB2 AGRN AGT AHI1 AHNAK AHSG AJUBA AKAP9 AKIRIN1 AKT2 ALK ALKAL1 ALKAL2 ALOX15 AMBRA1 AMIGO1 AMIGO2 AMIGO3 ANAPC11 ANAPC2 ANAPC5 ANAPC7 ANGPT1 ANK1 ANKFY1 ANKRD27 ANKRD53 ANLN ANO6 ANXA1 ANXA2 AP2A1 AP2M1 APC APELA APLN APOA1 APOA2 APOA5 APOC2 APOE APP APPL1 APPL2 AR ARAP1 ARF6 ARHGAP35 ARHGEF10 ARHGEF10L ARHGEF15 ARHGEF5 ARHGEF7 ARL2 ARMCX5-GPRASP2 ARPC2 ARRB1 ARRB2 ARSB ASAP1 ASIC2 ATAD1 ATAT1 ATF1 ATF7IP ATF7IP2 ATG2A ATL3 ATM ATMIN ATOH7 ATP10A ATP1B2 ATP5IF1 ATP7A ATP8A1 ATP8A2 ATR ATRX AURKA AURKB AUTS2 AVIL AXL AZU1 B2M BAD BAG4 BAIAP2 BAIAP2L1 BAIAP2L2 BAK1 BAX BBC3 BBS4 BCL2L11 BCR BDNF BECN1 BICD1 BID BIK BIN1 BMF BMP10 BMP2 BMP5 BMP7 BMPR2 BNIP3 BOK BRAF BRCC3 BRK1 BTC BTK BUB1 C15orf62 C2 C2CD5 C3 C4A C4B CALCOCO2 CALR CALY CAMK1 CAMK1D CAMK2B CAMKK2 CAND1 CAPG CAPN2 CAPRIN1 CAPRIN2 CARMIL1 CARMIL2 CASP7 CAV1 CAV3 CBFA2T2 CBL CBLL1 CBLN1 CBLN2 CCDC88A CCL11 CCL19 CCL2 CCL21 CCL24 CCL26 CCN2 CCP110 CCR7 CCT2 CCT3 CCT4 CCT5 CCT6A CCT7 CCT8 CD14 CD151 CD28 CD300LF CD36 CD47 CD53 CD63 CDC16 CDC20 CDC23 CDC34 CDC42 CDC42EP1 CDC42EP2 CDC42EP3 CDC42EP4 CDC42EP5 CDH17 CDH4 CDH5 CDK1 CDK2 CDK5R1 CDK5RAP2 CDKL3 CDKL5 CDKN1B CENPJ CEP120 CEP135 CEP295 CERS1 CFL2 CFLAR CFP CHCHD10 CHODL CIDEB CKAP5 CLASP1 CLASP2 CLDN1 CLDN19 CLDN3 CLDN5 CLEC7A CLIP1 CLIP3 CLN3 CLRN1 CLSTN1 CLSTN2 CLSTN3 CLU CNOT1 CNOT2 CNOT6 CNOT6L CNR1 CNTF CNTN1 CNTNAP2 COBL COL16A1 COLEC10 COLEC11 COLGALT1 CORO1B CORO1C CPB2 CRABP2 CRACD CRB3 CRBN CROCC CSF2 CSF3 CTNNB1 CTTN CUL3 CUL7 CUX1 CUX2 CX3CL1 CXCL12 CXCL13 CXCL9 CYBA CYFIP1 DAB2 DAB2IP DAG1 DBN1 DCN DCSTAMP DCTN1 DDHD1 DDHD2 DDR1 DDR2 DDX11 DDX3X DDX56 DEF8 DGKD DHX33 DHX36 DISC1 DKC1 DLG1 DLG4 DLG5 DLGAP5 DLL1 DMRT1 DNM1L DNM3 DOC2A DOC2B DOCK11 DOCK2 DPYSL3 DRD2 DRD3 DRG1 DSCAM DSTN DTNBP1 DUSP3 DVL1 DVL2 DVL3 DYNC1H1 DZIP1 EDN1 EDN3 EEF2K EFEMP2 EFNA5 EFNB3 EGF EHD1 EHD2 EIF4G1 EIF4G2 EIF5A EIF5A2 EIF5AL1 ELAPOR1 ELAVL4 EMILIN1 ENC1 ENDOG ENPP2 ENTR1 EP300 EPB41L5 EPGN EPHA1 EPHA2 EPHA3 EPHA4 EPHB1 EPHB2 EPHB3 EPO EPS8 EPS8L1 EPS8L2 EPS8L3 ERC2 ERCC1 EREG ESPL1 EVL EZH2 F2RL1 FAF1 FAM162A FAM98A FASLG FBXO38 FBXO4 FBXO7 FBXW8 FCER1G FCGR1A FCGR2B FCHSD1 FCHSD2 FCN1 FCN2 FCN3 FEN1 FER FERMT1 FERMT2 FES FEZ1 FGF8 FHOD1 FIS1 FKBP1B FLNA FLOT1 FLRT2 FLRT3 FMN1 FMR1 FN1 FNBP1L FNIP1 FNIP2 FPR2 FRMD7 FRMPD4 FSCN1 FUT9 FUZ FYCO1 FYN FZD1 FZD4 G3BP1 G3BP2 GAS6 GATA2 GBA1 GBP2 GBP5 GCM1 GDF15 GDI1 GH1 GHRL GIT1 GNL3 GNL3L GOLGA4 GPC2 GPC3 GPER1 GPM6A GPR65 GPRASP3 GPSM2 GPX1 GRB2 GREM1 GRID2 GRIP1 GRN GSK3A GSK3B GSN GTF2H2 GZMB H1-1 HAP1 HAS3 HCK HDAC6 HFE HIF1A HIP1 HIP1R HMBOX1 HNRNPA1 HNRNPA2B1 HNRNPD HNRNPK HOPX HOXA13 HRAS HRG HRK HSF1 HSP90AA1 HSPA1A HSPA1B HTRA2 HTT HYAL1 ICE1 IER3IP1 IFNG IFT20 IFT88 IGF1 IGF1R IGF2 IL15 IL15RA IL17A IL1A IL1B IL1RAP IL1RAPL1 IL2RB IL2RG IL4 IL4R IL5 IL6 INO80 INO80B INO80C INO80D INO80E INS INSR IQSEC1 IRGM IRX3 ISG15 ISLR2 IST1 ITGA2 ITGA3 ITGA6 ITGB1BP1 ITPKA JMJD4 KAT2A KAT2B KAT5 KATNB1 KATNBL1 KCTD17 KDM1A KDR KHDC3L KIDINS220 KIRREL1 KIT L1CAM LCP1 LDLRAP1 LGALS3 LIG4 LIMCH1 LIMK1 LIMS1 LINGO2 LINGO4 LMAN1 LMAN2 LMOD1 LMOD2 LNPK LPAR1 LPAR3 LRP1 LRP4 LRP5 LRP8 LRRC24 LRRC4B LRRC7 LRRK2 LRRN1 LRRN3 LRRTM1 LRRTM2 LRRTM3 LRSAM1 LRTM2 LTK LYAR LYN MACF1 MACROH2A1 MAD2L1BP MAD2L2 MAGEL2 MAGI2 MAP1B MAP2K1 MAP2K2 MAP2K7 MAP3K13 MAP3K4 MAP4K4 MAP6 MAPK1 MAPK14 MAPK15 MAPK3 MAPK8 MAPK9 MAPKAPK5 MAPRE1 MAPRE2 MAPT MARCHF5 MARK2 MARK4 MAVS MBL2 MCOLN1 MCRS1 MCU MDK MECP2 MED25 MEGF8 MEIOSIN MELTF MERTK MET METRN MFF MGARP MIB1 MIEF1 MIEF2 MIEN1 MIR1-1 MIR133B MIR144 MIR17 MIR183 MIR200C MIR20A MIR21 MIR221 MIR222 MIR431 MLLT11 MLST8 MMP1 MMP3 MMP9 MNS1 MOAP1 MORC2 MPHOSPH8 MPP7 MRE11 MSN MSTN MSX1 MSX2 MTLN MTOR MTSS1 MUL1 MUSK MYD88 MYLK3 MYO18A MYO3A MYO3B MYOC MYOD1 NABP2 NAF1 NAV3 NBN NCAPD2 NCAPD3 NCAPG NCAPG2 NCAPH NCAPH2 NCK1 NCK2 NCKAP1 NCKAP1L NCKIPSD NDEL1 NDNF NDRG4 NEDD4L NEDD9 NEFL NEGR1 NEK2 NEK7 NES NEURL1 NEUROD2 NF2 NFATC2 NFE2L2 NFRKB NGF NIN NLGN1 NLGN2 NLGN3 NMT1 NOD2 NOX1 NPHP1 NPHP4 NPHS1 NPM2 NPR2 NPTN NR1H2 NRDC NRG1 NRP1 NRXN1 NSMCE2 NTF3 NTN1 NTRK1 NTRK2 NTRK3 NUMA1 NUP62 NUSAP1 OBSL1 OCLN OCSTAMP OOEP OSBP OXTR P2RX7 P2RY12 P3H1 PACSIN1 PAFAH1B1 PAK1 PALM PAN2 PAN3 PARK7 PARN PARP6 PCSK9 PDCD5 PDCD6IP PDE4DIP PDGFB PDGFRB PDPN PDXP PFDN2 PFN1 PFN2 PFN3 PGAM5 PHIP PHLDB1 PHLDB2 PICK1 PIEZO1 PIK3CA PIK3R1 PINK1 PIP4K2A PIP4K2B PIP4K2C PIWIL2 PKIB PLA2G3 PLA2G5 PLAUR PLCB1 PLCE1 PLCG2 PLD6 PLEK PLEK2 PLEKHM1 PLK4 PLK5 PLPPR5 PLXNA1 PLXNA2 PLXNA3 PLXNA4 PLXNB1 PLXNB2 PLXNB3 PLXNC1 PLXND1 PMAIP1 PML PNKP POLDIP2 POT1 POU4F2 PPARGC1A PPHLN1 PPM1E PPM1F PPP1R10 PPP1R15A PPP1R35 PPP2CA PPP2R5B PPP3CA PPP3CB PPP3CC PPT1 PRAP1 PRDM7 PRDM9 PRKCE PRKCI PRKCQ PRKD1 PRKN PROM2 PROX1 PRRT2 PSEN1 PSMC6 PSRC1 PTK2B PTK6 PTK7 PTN PTPN22 PTPN23 PTPRC PTPRD PTPRJ PTX3 PUM2 PXN PYCARD RAB21 RAB27A RAB31 RAB3GAP1 RAB3GAP2 RAB8B RAC1 RAC2 RACK1 RAD21 RAD50 RAD51AP1 RALA RALB RALBP1 RAP1A RAP1B RAPGEF1 RAPGEF2 RAPGEF3 RASIP1 RB1 RELN RESF1 RET RETREG3 RGCC RGMA RGS2 RHOA RHOC RHOQ RICTOR RIPOR2 RIT2 RND2 ROBO1 ROBO2 ROBO3 ROCK1 ROCK2 ROR1 ROR2 RP1 RPS3 RREB1 RTEL1 RUFY3 RUNX1 RUVBL1 RUVBL2 S100A10 S100A9 SASS6 SAXO1 SCARB2 SCARF1 SCGB3A1 SCIN SCN1B SCYL2 SDC1 SDC4 SDCBP SELE SEMA4A SEMA4D SEMA5A SEMA7A SEPTIN7 SEPTIN9 SERPINE1 SERPINF1 SERPINF2 SERPINI1 SETDB1 SETDB2 SETX SF3A2 SFRP1 SFRP4 SFTPD SGIP1 SH2B1 SH3GLB1 SHANK3 SHCBP1L SHOC2 SHOX2 SHTN1 SIRPA SIRPB1 SIRPG SIRT2 SIRT6 SKAP1 SKIL SLAIN1 SLAIN2 SLC11A1 SLC18A3 SLC25A4 SLC25A5 SLF1 SLF2 SLIT2 SLITRK1 SLITRK2 SLITRK3 SLITRK4 SLITRK5 SLITRK6 SLN SLX1A SLX1B SLX4 SMAD3 SMC2 SMC4 SMC5 SMCR8 SMPD1 SMPD3 SMURF1 SNCA SNX18 SNX3 SNX30 SNX4 SNX7 SNX9 SOD1 SORBS3 SOX9 SPACA3 SPAG5 SPAST SPHK1 SPIDR SPIRE1 SRC SRF SRPX2 SS18L1 SSBP1 SSH1 ST8SIA2 STAP1 STAU2 STIL STK11 STK24 STK25 STMN2 STMP1 STRA8 STUB1 STX18 STYXL1 SUMO1 SURF4 SWAP70 SYK SYNDIG1 SYNE1 SYNJ1 SYNPO SYNPO2 SYNPO2L SYT1 SYT9 TACR1 TAL1 TAPT1 TASOR TBC1D24 TBC1D5 TBX5 TCL1A TCP1 TEK TENM1 TENM2 TENM3 TERF1 TERF2 TERF2IP TESK1 TF TFPT TFR2 TFRC TGFA TGFB1 TGFB2 TGFB3 TGFBR1 THBS2 THY1 TIAM1 TIAM2 TINF2 TIRAP TLR4 TLR6 TMED9 TMEM106B TMEM30A TNF TNFSF10 TNFSF14 TNKS TNKS2 TNN TNXB TOGARAM1 TOM1 TOR1A TOX TP53 TPBG TPM1 TPPP TPPP2 TPPP3 TPR TRABD2A TRABD2B TRAK1 TREM2 TRIM27 TRIM28 TRIM58 TRIM65 TRIM67 TRPC5 TRPV2 TRPV4 TSC1 TSG101 TTBK1 TUB TUBB2B TULP1 TWF1 TWF2 TYROBP UBAP2L UBE2B UBE2C UCHL5 ULK1 UNC13B USP50 USP8 UVRAG VASP VCP VDAC1 VEGFA VIL1 VLDLR VPS13D VPS28 VPS35 VPS4B VSTM5 VTN WARS1 WASF1 WASF2 WASF3 WASHC1 WASHC2C WASHC5 WASL WDR1 WDR45 WHAMM WIPI1 WNK1 WNT1 WNT10B WNT11 WNT3 WNT3A WNT4 WNT5A WNT7A WRAP73 XRCC5 YY1 ZDHHC15 ZDHHC2 ZDHHC6 ZFYVE27 ZMYND10 ZMYND8 ZNF205 ZNF304 ZNF804A GOBP_POSITIVE_REGULATION_OF_CELLULAR_EXTRAVASATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CELLULAR_EXTRAVASATION ADAM8 AGER CCR2 CD47 CD99 CD99L2 FADD ICAM1 IL1R1 JAM3 LYVE1 MDK PDGFD PLVAP PTAFR RIPOR2 THY1 XG GOBP_POSITIVE_REGULATION_OF_CELLULAR_PH_REDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CELLULAR_PH_REDUCTION AVP AVPR1A CA2 CA7 UBE3A GOBP_POSITIVE_REGULATION_OF_CELLULAR_RESPIRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CELLULAR_RESPIRATION IFNAR1 IFNG IFNLR1 IL10RB IL4 ISCU NUPR1 OPN3 PARK7 PINK1 PPARGC1A PRELID1 VCP GOBP_POSITIVE_REGULATION_OF_CELLULAR_RESPONSE_TO_INSULIN_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CELLULAR_RESPONSE_TO_INSULIN_STIMULUS ADIPOR1 C1QTNF12 CTSD ECHDC3 ERFE GKAP1 GNAI2 IGF2 INS IRS1 LEP MYO1C NR1H4 NUCKS1 OSBPL8 PRKCZ PTPN1 PTPN11 PTPN2 SERPINA12 SIRT1 SNX5 SORBS1 SORL1 SRC ZBTB7B GOBP_POSITIVE_REGULATION_OF_CELLULAR_RESPONSE_TO_TRANSFORMING_GROWTH_FACTOR_BETA_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CELLULAR_RESPONSE_TO_TRANSFORMING_GROWTH_FACTOR_BETA_STIMULUS ADAM17 ADISSP AXIN1 CDKN1C CDKN2B CITED1 CITED2 CREBBP EP300 FERMT1 FLCN GIPC1 HIPK2 HSP90AB1 ING2 ITGA8 LRG1 MEN1 MIR21 MIR30B MYOCD NPNT RNF111 SDCBP SLC2A10 SMAD4 SNW1 STK11 TGFB1I1 TGFBR3 THBS1 TNXB ZEB2 GOBP_POSITIVE_REGULATION_OF_CELLULAR_SENESCENCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CELLULAR_SENESCENCE ABI3 ARG2 B2M CGAS EEF1E1 HLA-G KIR2DL4 MIR10A MIR146A MIR188 MIR20B MIR217 MIR22 MIR34A MORC3 PAWR SIRT1 TP53 YPEL3 GOBP_POSITIVE_REGULATION_OF_CELL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CELL_ACTIVATION ABL1 ABL2 ACTA2 ACTB ACTL6A ACTL6B ADA ADAM8 ADORA2B AGER AIF1 AKIRIN2 AKT1 AMBRA1 ANXA1 AP1G1 AP3B1 AP3D1 ARID1A ARID1B ARID2 ATAD5 AXL B2M BAD BCL10 BCL2 BCL6 BLOC1S3 BLOC1S6 BMI1 BRD7 BST1 BTK BTN2A2 CAPN3 CARD11 CAV1 CBFB CCDC88B CCL19 CCL2 CCL21 CCL3 CCL5 CCR2 CCR7 CD160 CD177 CD1D CD2 CD209 CD226 CD24 CD27 CD274 CD276 CD28 CD320 CD38 CD3E CD4 CD40 CD40LG CD46 CD47 CD5 CD55 CD6 CD70 CD74 CD80 CD81 CD83 CD86 CDKN1A CEBPA CHRNB2 CLCF1 CLEC4D CLEC7A CLECL1P CORO1A CR1 CRLF2 CSK CTSC CYRIB DDR2 DHPS DNAJA3 DOCK8 DPP4 DUSP10 EBI3 EFNB1 EFNB2 EFNB3 EGR3 EPHB2 EPO EXOSC3 EXOSC6 F2RL1 FADD FCGR3A FCHO1 FCRL3 FGF10 FGR FLNA FLOT2 FOXO3 FOXP3 FYN GAB2 GAS6 GATA1 GATA2 GATA3 GLI2 GLI3 GP1BA GP1BB GP5 GP9 GPAM GPR183 HAMP HAVCR1 HAVCR2 HES1 HHLA2 HLA-A HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G HLX HMCES HMGB1 HSPD1 HSPH1 ICOS ICOSLG IFNG IGF1 IGF2 IGFBP2 IHH IL10 IL12A IL12B IL12RB1 IL13 IL15 IL15RA IL18 IL1A IL1B IL1RL1 IL1RL2 IL2 IL21 IL23A IL23R IL2RA IL2RG IL33 IL36B IL4 IL4I1 IL4R IL5 IL6 IL6ST IL7 IL7R INPP5D IRGM IRS2 ITGAM ITGB2 ITPKB JAK2 KARS1 KAT5 KITLG KLHL25 KLRC2 KLRC4-KLRK1 KLRK1 KMT5B KMT5C LAMP1 LBP LCK LEF1 LEP LGALS1 LGALS9 LILRA2 LILRA5 LILRB1 LILRB2 LILRB4 LRRK2 LYN MAD2L2 MALT1 MAP3K8 MDK MEF2C MIF MIR128-1 MIR142 MIR145 MIR21 MIR30B MIR92A1 MLH1 MMP14 MMP8 MPL MSH2 MTOR MYB MYD88 NCK1 NCK2 NCKAP1L NECTIN2 NFATC2 NFKBID NFKBIZ NKAP NLRP3 NOD2 NR4A3 NSD2 PAXIP1 PBRM1 PCID2 PCK1 PDCD1LG2 PDPK1 PELI1 PHF10 PIK3CA PIK3R6 PLA2G3 PLA2G4A PLEK PLPP6 PMS2 PNP PPP2R3C PPP3CA PRKCQ PRKCZ PRKDC PRLR PTAFR PTPN11 PTPN22 PTPN6 PTPRC PYCARD RAG1 RARA RASAL3 RASGRP1 RHOA RHOH RIF1 RIPK2 RPS3 RPS6KA1 RUNX1 RUNX3 SART1 SASH3 SELENOK SELP SH3KBP1 SHB SHH SHLD1 SHLD2 SHLD3 SIRPA SIRPB1 SIRPG SLAMF1 SLC39A10 SLC7A1 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SNX4 SOCS1 SOCS5 SOX12 SOX13 SOX15 SOX4 SPACA3 SPHK2 SPI1 SPN SPTA1 SRC STAP1 STAT5B STAT6 STX4 STXBP1 SYK TACR1 TAFA3 TBX21 TESPA1 TFRC TGFB1 TGFBR2 THBS1 THY1 TICAM1 TICAM2 TIRAP TLR4 TLR6 TLR9 TMIGD2 TNF TNFRSF13C TNFRSF14 TNFRSF4 TNFSF11 TNFSF13 TNFSF13B TNFSF14 TNFSF4 TNFSF9 TNIP2 TOX TP53BP1 TRAF6 TREM2 TSLP TTBK1 TYK2 TYROBP VAMP7 VAMP8 VAV1 VAV3 VCAM1 VNN1 VSIR VTCN1 WNT10B WNT3A WNT5A XBP1 XCL1 XRCC6 YES1 ZAP70 ZBTB1 ZBTB16 ZBTB7B ZMIZ1 ZNF335 ZP3 ZP4 GOBP_POSITIVE_REGULATION_OF_CELL_ADHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CELL_ADHESION ABI3BP ABL1 ABL2 ACTB ACTL6A ACTL6B ADA ADAM19 ADAM8 ADAM9 ADGRG1 AFDN AGER AGR2 AIF1 AKT1 ALOX15 ALOX5 AMBRA1 ANGPT1 ANK3 ANXA1 AP3B1 AP3D1 APBB1IP APOA1 ARHGEF7 ARID1A ARID1B ARID2 ARL2 ARPC2 ATM AZU1 B2M BAD BAG4 BCL10 BCL6 BMI1 BMP7 BRAF BRD7 BTN2A2 C1QBP CALR CARD11 CARMIL1 CASS4 CAV1 CBFB CCDC80 CCDC88B CCL19 CCL2 CCL21 CCL25 CCL28 CCL5 CCN1 CCR2 CCR7 CD160 CD1D CD209 CD24 CD27 CD274 CD276 CD28 CD36 CD3E CD4 CD40LG CD44 CD46 CD47 CD5 CD55 CD6 CD70 CD74 CD80 CD81 CD83 CD86 CDC42 CDH13 CDK6 CEACAM6 CHRD CHST2 CHST4 CIB1 CITED2 CLECL1P COL16A1 COL26A1 COL8A1 CORO1A CR1 CRK CRKL CSF1 CSK CSPG5 CTSG CX3CL1 CXCL12 CXCL13 CYRIB CYTH3 DAB2 DAG1 DENND6A DHPS DISC1 DMP1 DNAJA3 DOCK1 DOCK5 DOCK8 DPP4 DUSP10 DUSP26 EBI3 ECM2 EDIL3 EFEMP2 EFNB1 EFNB2 EFNB3 EGFL6 EGFLAM EGR3 ELANE EMILIN1 EMILIN2 EMP2 EPB41L4B EPB41L5 EPHA1 EPHA4 EPO ERBB2 ETS1 F11R FADD FBLN2 FCHO1 FERMT1 FERMT2 FGA FGB FGG FLCN FLNA FLOT1 FLOT2 FMN1 FN1 FOXA1 FOXA2 FOXC2 FOXF1 FOXO3 FOXP3 FRMD5 FSTL3 FUT1 FUT3 FUT4 FUT7 FYN GATA3 GCNT1 GCNT2 GFUS GLI2 GLI3 GP1BA GP6 GPAM GSK3B HAS2 HAVCR2 HES1 HHLA2 HLA-A HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-G HLX HMGB1 HRG HSD17B12 HSPD1 HSPH1 HYAL1 IBSP ICOS ICOSLG IFNG IFT74 IGF1 IGF2 IGFBP2 IHH IL10 IL12A IL12B IL12RB1 IL15 IL18 IL1A IL1B IL1RL2 IL2 IL21 IL23A IL23R IL2RA IL2RG IL36B IL4 IL4I1 IL4R IL6 IL6ST IL7 IL7R ILK IRAK1 ITGA2 ITGA3 ITGA4 ITGA5 ITGA6 ITGAV ITGB1BP1 ITGB2 ITGB3 ITPKB JAK1 JAK2 JUP KAT5 KDR KIF26B KIFAP3 KITLG KLHL25 KLRC4-KLRK1 KLRK1 LAMA1 LAMA2 LAMB1 LAMB2 LAMC1 LCK LDB1 LEF1 LEP LGALS1 LGALS9 LIF LILRB1 LILRB2 LILRB4 LIMS1 LIMS2 LYN MAGI1 MALT1 MAP3K8 MAP4K4 MDK MEGF10 MFSD2B MIP MIR128-1 MIR21 MIR27B MIR30B MIR519D MIR92A1 MMRN1 MTOR MYADM MYO10 MYOC NCK1 NCK2 NCKAP1L NDNF NEDD9 NFAT5 NFKBID NFKBIZ NID1 NKAP NLRP3 NOD2 NODAL NPNT NR4A3 NRP1 OLFM4 P2RY12 P4HB PBRM1 PCK1 PDCD1LG2 PDGFB PDPK1 PDPN PHF10 PIEZO1 PIK3CA PIK3R2 PIK3R6 PLAUR PLEKHA2 PLPP3 PNP PODXL POLDIP2 PPM1F PPP3CA PREX1 PRKCA PRKCE PRKCQ PRKCZ PRKD2 PRSS2 PTAFR PTK2B PTPN11 PTPN22 PTPN23 PTPN6 PTPRC PTPRJ PTPRU PYCARD RAC1 RAC3 RAG1 RARA RASAL3 RASGRP1 RELA RELL2 RET RHOA RHOD RHOH RIN2 RIPK2 RNASE10 ROCK1 RPS3 RRAS RREB1 RSU1 RUNX1 RUNX3 S100A10 SAA1 SART1 SASH3 SDC4 SELE SELENOK SELP SERPINF2 SFRP1 SFRP2 SHB SHH SIRPA SIRPB1 SIRPG SKAP1 SLAMF1 SLC7A1 SMAD3 SMAD7 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SOCS1 SOCS5 SOX12 SOX13 SOX2 SOX4 SPN SPOCK2 SPTA1 SRC ST3GAL4 STAT5B STK4 STX3 STX4 SYK TEK TESK1 TESPA1 TFE3 TFRC TGFB2 TGFBR2 TGM2 THY1 TJP1 TMEM102 TMIGD2 TNF TNFRSF13C TNFRSF14 TNFRSF18 TNFSF11 TNFSF13B TNFSF14 TNFSF18 TNFSF4 TNFSF9 TPM1 TRAF6 TRIOBP TSC1 TYK2 UNC13D UTRN VAV1 VAV3 VCAM1 VEGFA VIT VNN1 VSIR VTCN1 VTN VWC2 WNT10B WNT3A WNT4 WNT5A XBP1 XCL1 YES1 ZAP70 ZBTB1 ZBTB16 ZBTB7B ZFHX3 ZMIZ1 ZP3 ZP4 GOBP_POSITIVE_REGULATION_OF_CELL_ADHESION_MEDIATED_BY_INTEGRIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CELL_ADHESION_MEDIATED_BY_INTEGRIN ADAM9 CCL21 CCL5 CD3E CIB1 CXCL13 FERMT1 FOXC2 IFT74 ITGB3 LIF NCKAP1L P2RY12 PIEZO1 PODXL PTPN6 RAC3 RET SFRP2 SKAP1 SYK TGFB2 GOBP_POSITIVE_REGULATION_OF_CELL_ADHESION_MOLECULE_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CELL_ADHESION_MOLECULE_PRODUCTION CAV1 IL1B MIR144 MIR506 MIR520C GOBP_POSITIVE_REGULATION_OF_CELL_CELL_ADHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CELL_CELL_ADHESION ABL1 ABL2 ACTB ACTL6A ACTL6B ADA ADAM19 ADAM8 AFDN AGER AIF1 AKT1 ALOX5 AMBRA1 ANK3 ANXA1 AP3B1 AP3D1 ARID1A ARID1B ARID2 B2M BAD BCL10 BCL6 BMI1 BMP7 BRD7 BTN2A2 CARD11 CAV1 CBFB CCDC88B CCL19 CCL2 CCL21 CCL5 CCR2 CCR7 CD160 CD1D CD209 CD24 CD27 CD274 CD276 CD28 CD3E CD4 CD40LG CD44 CD46 CD47 CD5 CD55 CD6 CD70 CD74 CD80 CD81 CD83 CD86 CEACAM6 CHST2 CHST4 CITED2 CLECL1P CORO1A CR1 CSK CTSG CX3CL1 CXCL13 CYRIB DENND6A DHPS DNAJA3 DOCK8 DPP4 DUSP10 EBI3 EFNB1 EFNB2 EFNB3 EGR3 ELANE EMILIN1 EMILIN2 EPO ETS1 F11R FADD FCHO1 FGA FGB FGG FLOT1 FLOT2 FOXA1 FOXA2 FOXO3 FOXP3 FSTL3 FUT3 FUT4 FUT7 FYN GATA3 GCNT1 GCNT2 GLI2 GLI3 GP1BA GP6 GPAM HAS2 HAVCR2 HES1 HHLA2 HLA-A HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-G HLX HMGB1 HSPD1 HSPH1 ICOS ICOSLG IFNG IGF1 IGF2 IGFBP2 IHH IL10 IL12A IL12B IL12RB1 IL15 IL18 IL1A IL1B IL1RL2 IL2 IL21 IL23A IL23R IL2RA IL2RG IL36B IL4 IL4I1 IL4R IL6 IL6ST IL7 IL7R IRAK1 ITGA4 ITGB2 ITPKB JAK1 JAK2 KAT5 KIF26B KIFAP3 KITLG KLHL25 KLRC4-KLRK1 KLRK1 LCK LEF1 LEP LGALS1 LGALS9 LILRB1 LILRB2 LILRB4 LYN MAGI1 MALT1 MAP3K8 MDK MEGF10 MFSD2B MIR21 MIR30B MIR92A1 MMRN1 MTOR MYO10 NCK1 NCK2 NCKAP1L NFAT5 NFKBID NFKBIZ NKAP NLRP3 NOD2 NODAL NR4A3 PBRM1 PCK1 PDCD1LG2 PDPK1 PDPN PHF10 PIEZO1 PIK3CA PIK3R6 PLAUR PLPP3 PNP PODXL PPP3CA PRKCQ PRKCZ PTAFR PTPN11 PTPN22 PTPN23 PTPN6 PTPRC PTPRU PYCARD RAG1 RARA RASAL3 RASGRP1 RELA RHOA RHOH RIPK2 RNASE10 RPS3 RUNX1 RUNX3 SART1 SASH3 SELE SELENOK SELP SERPINF2 SHB SHH SIRPA SIRPB1 SIRPG SKAP1 SLAMF1 SLC7A1 SMAD7 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SOCS1 SOCS5 SOX12 SOX13 SOX2 SOX4 SPN SPTA1 SRC ST3GAL4 STAT5B SYK TESPA1 TFRC TGFBR2 THY1 TJP1 TMIGD2 TNF TNFRSF13C TNFRSF14 TNFSF11 TNFSF13B TNFSF14 TNFSF4 TNFSF9 TRAF6 TYK2 VAV1 VCAM1 VNN1 VSIR VTCN1 WNT10B WNT3A WNT5A XBP1 XCL1 YES1 ZAP70 ZBTB1 ZBTB16 ZBTB7B ZMIZ1 ZP3 ZP4 GOBP_POSITIVE_REGULATION_OF_CELL_CELL_ADHESION_MEDIATED_BY_CADHERIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CELL_CELL_ADHESION_MEDIATED_BY_CADHERIN ADAM19 AFDN DENND6A FLOT1 FOXA1 FOXA2 PTPRU SERPINF2 TJP1 WNT3A WNT5A GOBP_POSITIVE_REGULATION_OF_CELL_CELL_ADHESION_MEDIATED_BY_INTEGRIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CELL_CELL_ADHESION_MEDIATED_BY_INTEGRIN CCL5 CD3E CXCL13 PIEZO1 PODXL SKAP1 GOBP_POSITIVE_REGULATION_OF_CELL_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CELL_CYCLE ABL1 ADAM17 ADAMTS1 AIF1 AKT1 ANAPC11 ANAPC5 ANAPC7 ANKRD17 ANKRD31 ANXA1 APP ASCL1 ASNS ATAD5 ATRX AURKA AURKB AURKC BCL2L11 BECN1 BIRC5 BRCA2 BRD4 BTC BUB1 C6orf89 CALR CCDC57 CCNB1 CCND1 CCND2 CCND3 CCNY CCPG1 CD28 CDC14A CDC14B CDC14C CDC16 CDC20 CDC23 CDC25A CDC25B CDC25C CDC42 CDC6 CDC7 CDC73 CDCA5 CDCA8 CDK1 CDK10 CDK4 CENPJ CENPV CEP120 CEP295 CHEK1 CHMP3 CIT CITED2 CPSF3 CRNN CSPP1 CUL3 CUL4A CUL4B CXCR5 CYP1A1 DBF4 DBF4B DDR2 DDRGK1 DDX11 DDX39B DDX3X DLGAP5 DMRT1 DRD2 DRD3 DTL DUSP3 DYNC1H1 DYNC1LI1 DYNLT3 DYRK3 E2F7 E2F8 ECT2 EDN1 EDN3 EGF EGFR EIF4E EIF4EBP1 EIF4G1 EPGN EREG ESPL1 EZH2 FAM83D FBXO5 FEN1 FGF10 FGF8 FGFR2 FOSL1 FOXA1 FOXG1 GEN1 GIPC1 GLI1 GPSM2 HCFC1 HES1 HNRNPU HOXA13 HSF1 HSPA2 HYAL1 IGF1 IGF1R IGF2 IL10 IL1A IL1B INCENP INO80 INS INSR KAT2B KAT5 KCNA5 KIF14 KIF20B KIF23 KIF3B KLHL18 KMT2E LFNG LGMN LRP5 LRP6 LSM10 LSM11 MACROH2A1 MAD1L1 MAD2L1 MAD2L1BP MAGEA4 MAP10 MAP3K20 MAP3K7 MAPK15 MAPRE3 MARK4 MBLAC1 MDM2 MECP2 MED1 MEIOC MEIOSIN MEIS2 MEPCE MIR208A MIR214 MIR221 MIR222 MIR26B MIR29A MIR372 MIR495 MIR515-1 MIR519D MIR520A MIR520H MIR590 MRGPRX2 MSX1 MSX2 MTA3 MTBP NANOGP8 NCAPD2 NCAPD3 NCAPG NCAPG2 NCAPH NCAPH2 NDC80 NEUROG1 NKX3-1 NPM1 NPM2 NPR2 NR2E1 NSFL1C NSMCE2 NUDT16 NUMA1 NUP62 NUPR1 NUSAP1 OOEP OPN1LW OPN1MW OPN1MW2 OR1A2 OR2A4 OVOL1 PAF1 PAFAH1B1 PAGR1 PBX1 PCID2 PDGFB PDGFRB PHB2 PHIP PHOX2B PIWIL2 PKD1 PKD2 PKN2 PKP4 PLCB1 PLCG2 PLK4 PLRG1 PLSCR1 POLDIP2 PPP1R10 PPP1R35 PRAP1 PRDM7 PRDM9 PRKCA PRKCE PROX1 PSMD10 PSRC1 PTK6 PTPN11 RAB11A RACGAP1 RAD18 RAD21 RAD23A RAD51AP1 RAD51B RAD51C RANBP1 RARA RB1 RBM46 RCC2 RDX RGCC RHNO1 RHOA ROCK2 RPS15A RPS6KB1 RPTOR RRM1 RRM2 RRM2B RXFP3 SASS6 SCAND3 SH2B1 SHB SIN3A SIRT2 SLC6A4 SLF1 SLF2 SMARCD3 SMC2 SMC4 SMC5 SMC6 SMOC2 SMPD3 SOX15 SPAG5 SPAST SPDYA SPHK1 SRPK2 SSTR5 STAT5B STIL STOX1 STRA8 STXBP4 SVIL TAL1 TAS1R2 TAS2R13 TBX2 TBX20 TBX3 TERT TFDP1 TGFA TGFB2 TGM1 THOC1 THOC5 TMOD3 TNF TPR TRIM21 TRIM32 TTL UBE2B UBE2C UBE2E2 UBXN2B USP19 USP2 USP22 VPS4B WIZ WNK1 WNT10B WNT4 WNT5A XRCC3 YTHDC2 ZNF16 ZPR1 GOBP_POSITIVE_REGULATION_OF_CELL_CYCLE_CHECKPOINT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CELL_CYCLE_CHECKPOINT AURKB BIRC5 CCAR2 CDCA8 DYNC1LI1 GEN1 INCENP MAD1L1 MAD2L1 MAP3K20 NDC80 PCID2 PROX1 TELO2 TPR TTI1 TTI2 XRCC3 GOBP_POSITIVE_REGULATION_OF_CELL_CYCLE_G1_S_PHASE_TRANSITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CELL_CYCLE_G1_S_PHASE_TRANSITION ADAM17 ADAMTS1 AIF1 AKT1 ANKRD17 ANXA1 CCND2 CDC6 CDC73 CDK10 CENPJ CPSF3 CRNN CUL4A CUL4B CYP1A1 DDR2 DDRGK1 DDX3X EGFR EIF4G1 EZH2 FAM83D FGF10 GLI1 HYAL1 KCNA5 KMT2E LSM10 LSM11 MBLAC1 MDM2 MEPCE MIR208A MIR214 MIR221 MIR222 MIR29A MIR372 MIR495 MIR515-1 MIR519D MIR520A MIR520H MTBP NANOGP8 PAF1 PAGR1 PHB2 PLCB1 PLCG2 PLRG1 RDX RGCC RPTOR RRM1 RRM2 SASS6 STIL STOX1 STXBP4 TBX2 TERT TFDP1 UBE2E2 GOBP_POSITIVE_REGULATION_OF_CELL_CYCLE_G2_M_PHASE_TRANSITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CELL_CYCLE_G2_M_PHASE_TRANSITION APP ATAD5 BRD4 CCNB1 CCND1 CDC25A CDC25B CDC25C CDC7 CDK1 CDK4 DBF4B DTL DYRK3 FBXO5 HSPA2 MECP2 MTA3 NPM1 PBX1 PHOX2B RAB11A RAD51B RAD51C RCC2 RRM1 RRM2B SIN3A SMARCD3 STOX1 VPS4B WNT10B GOBP_POSITIVE_REGULATION_OF_CELL_CYCLE_PHASE_TRANSITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CELL_CYCLE_PHASE_TRANSITION ADAM17 ADAMTS1 AIF1 AKT1 ANAPC11 ANAPC5 ANAPC7 ANKRD17 ANXA1 APP ATAD5 BRD4 CCNB1 CCND1 CCND2 CDC16 CDC20 CDC23 CDC25A CDC25B CDC25C CDC6 CDC7 CDC73 CDCA5 CDK1 CDK10 CDK4 CENPJ CPSF3 CRNN CUL3 CUL4A CUL4B CYP1A1 DBF4B DDR2 DDRGK1 DDX39B DDX3X DLGAP5 DTL DYRK3 EGFR EIF4G1 ESPL1 EZH2 FAM83D FBXO5 FGF10 GLI1 HSPA2 HYAL1 KCNA5 KLHL18 KMT2E LSM10 LSM11 MAD2L1BP MAPK15 MBLAC1 MDM2 MECP2 MEPCE MIR208A MIR214 MIR221 MIR222 MIR29A MIR372 MIR495 MIR515-1 MIR519D MIR520A MIR520H MTA3 MTBP NANOGP8 NEUROG1 NPM1 NSMCE2 PAF1 PAGR1 PBX1 PHB2 PHOX2B PLCB1 PLCG2 PLRG1 PPP1R10 PRAP1 RAB11A RAD51B RAD51C RB1 RCC2 RDX RGCC RPTOR RRM1 RRM2 RRM2B SASS6 SIN3A SMARCD3 STIL STOX1 STXBP4 TBX2 TERT TFDP1 THOC1 THOC5 TMOD3 UBE2C UBE2E2 VPS4B WNT10B ZNF16 GOBP_POSITIVE_REGULATION_OF_CELL_CYCLE_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CELL_CYCLE_PROCESS ADAM17 ADAMTS1 AIF1 AKT1 ANAPC11 ANAPC5 ANAPC7 ANKRD17 ANKRD31 ANXA1 APP ATAD5 ATRX AURKA AURKB AURKC BECN1 BIRC5 BRD4 BTC BUB1 CCNB1 CCND1 CCND2 CD28 CDC14A CDC14B CDC14C CDC16 CDC20 CDC23 CDC25A CDC25B CDC25C CDC42 CDC6 CDC7 CDC73 CDCA5 CDCA8 CDK1 CDK10 CDK4 CENPJ CENPV CEP120 CEP295 CHMP3 CIT CPSF3 CRNN CSPP1 CUL3 CUL4A CUL4B CXCR5 CYP1A1 DBF4 DBF4B DDR2 DDRGK1 DDX11 DDX39B DDX3X DLGAP5 DMRT1 DRD2 DRD3 DTL DYNC1H1 DYNC1LI1 DYRK3 E2F7 E2F8 ECT2 EDN1 EDN3 EGF EGFR EIF4G1 EPGN EREG ESPL1 EZH2 FAM83D FBXO5 FEN1 FGF10 FGF8 GEN1 GIPC1 GLI1 GPSM2 HNRNPU HOXA13 HSPA2 HYAL1 IGF1 IGF1R IGF2 IL1A IL1B INCENP INO80 INS INSR KAT2B KAT5 KCNA5 KIF14 KIF20B KIF23 KIF3B KLHL18 KMT2E LRP5 LSM10 LSM11 MACROH2A1 MAD1L1 MAD2L1 MAD2L1BP MAP10 MAP3K20 MAPK15 MBLAC1 MDM2 MECP2 MED1 MEIOSIN MEPCE MIR208A MIR214 MIR221 MIR222 MIR29A MIR372 MIR495 MIR515-1 MIR519D MIR520A MIR520H MRGPRX2 MSX1 MSX2 MTA3 MTBP NANOGP8 NCAPD2 NCAPD3 NCAPG NCAPG2 NCAPH NCAPH2 NDC80 NEUROG1 NPM1 NPM2 NPR2 NSFL1C NSMCE2 NUDT16 NUMA1 NUP62 NUSAP1 OOEP OPN1LW OPN1MW OPN1MW2 OR1A2 OR2A4 PAF1 PAGR1 PBX1 PCID2 PDGFB PDGFRB PHB2 PHIP PHOX2B PIWIL2 PKN2 PKP4 PLCB1 PLCG2 PLK4 PLRG1 PLSCR1 POLDIP2 PPP1R10 PPP1R35 PRAP1 PRDM7 PRDM9 PRKCE RAB11A RACGAP1 RAD18 RAD21 RAD51AP1 RAD51B RAD51C RANBP1 RB1 RCC2 RDX RGCC RHNO1 RHOA ROCK2 RPTOR RRM1 RRM2 RRM2B RXFP3 SASS6 SH2B1 SIN3A SIRT2 SLF1 SLF2 SMARCD3 SMC2 SMC4 SMC5 SMC6 SMPD3 SOX15 SPAG5 SPAST SPHK1 SSTR5 STIL STOX1 STRA8 STXBP4 SVIL TAS1R2 TAS2R13 TBX2 TBX20 TERT TFDP1 TGFA THOC1 THOC5 TMOD3 TNF TPR UBE2B UBE2C UBE2E2 UBXN2B USP19 VPS4B WIZ WNK1 WNT10B WNT4 WNT5A XRCC3 ZNF16 GOBP_POSITIVE_REGULATION_OF_CELL_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CELL_DEVELOPMENT ACAN ACE ACIN1 ACTB ACTL6A ACTL6B ACTN3 ADA ADAM8 ADCY10 ADD1 ADIPOQ ADNP AGER AMBRA1 AMIGO1 ANAPC2 ANKRD27 ANXA1 AP3B1 AP3D1 ARID1A ARID1B ARID2 ARMCX5-GPRASP2 ASCL1 ASPA ASPM AURKA AXL BAD BAIAP2 BCAN BCL2 BCL6 BDNF BIN1 BMP2 BMP4 BMPR2 BNC1 BRAF BRD7 BTK BTN2A2 CAMK2B CAPRIN1 CAPRIN2 CASP8 CBFB CCL19 CCR1 CD101 CD27 CD4 CD46 CD74 CD80 CD83 CD86 CDH4 CDH5 CDKL3 CDKL5 CDON CHODL CLCF1 CLCN2 CLDN5 CLEC7A CR1 CRABP2 CREB1 CSF1 CTNNB1 CTNNBIP1 CUL7 CUX1 CUX2 CX3CL1 CX3CR1 CXCL12 CXCR4 CYFIP1 CYSLTR1 DAG1 DBN1 DCSTAMP DCT DHX36 DICER1 DISC1 DMRTA2 DRD2 DSCAM DUSP10 EEF2K EFNA5 EGR2 EGR3 EIF4G2 ELL3 EPHA4 EPHB2 ETV5 EVI2B F11R FADD FAIM FBXW8 FES FGF2 FN1 FOS FOXG1 FOXO3 FOXP3 FZD3 FZD4 GAS6 GATA3 GDI1 GFAP GJC2 GLI2 GLI3 GOLGA4 GPER1 GPR68 GPRASP3 GRM5 GSX2 HAP1 HAPLN1 HAPLN2 HAPLN3 HAPLN4 HAX1 HCLS1 HDAC1 HDAC2 HDAC6 HES1 HIF1A HLA-DRA HLA-DRB1 HLA-G HLX HMGB1 HOXA11 HSF1 ID2 ID4 IFNG IHH IL10 IL12B IL12RB1 IL15 IL15RA IL17A IL18 IL1B IL1RAPL1 IL1RL2 IL2 IL20 IL23A IL23R IL2RA IL2RG IL33 IL34 IL36B IL4 IL4I1 IL4R IL5 IL6 IL6ST IL7 IL7R INPP5D ISLR2 IST1 ITGB1 ITPKA ITPKB KAT5 KDM1A KHDC3L KIT KITLG KLF10 KLHL25 KRAS L1CAM LEF1 LGALS1 LGALS3 LGALS9 LIF LIG4 LILRB2 LILRB4 LIMK1 LMOD3 LPAR3 LRP2 LRP8 LTA LYN MACF1 MAG MALT1 MAN2A1 MAP1B MAP2K1 MAP2K2 MAP3K13 MAP6 MAPT MDK MECP2 MEGF8 METRN MIR125B1 MIR142 MIR145 MIR21 MIR221 MIR222 MIR486-1 MME MMP14 MPL MTOR MYB MYF5 MYF6 MYOD1 MYOG MYRF NAP1L1 NCAN NCKAP1L NEDD9 NEFL NEURL1 NFKBID NFKBIZ NGF NIBAN2 NIN NKAP NKX2-2 NKX6-1 NKX6-2 NLRP3 NOTCH1 NOTCH2 NPTN NR2E1 NRDC NRP1 NTN1 NTRK2 NUMB NUMBL OBSL1 OCSTAMP OLIG2 OPRM1 OTP PAFAH1B1 PARP6 PAX6 PBRM1 PCID2 PCK1 PDE3A PDE5A PF4 PHF10 PIK3R6 PLA2G3 PLAG1 PLXNA1 PLXNA2 PLXNA3 PLXNA4 PLXNB1 PLXNB2 PLXNB3 PLXNC1 PLXND1 PNP POU4F1 POU4F2 PPARGC1B PPP1CC PPP2R3C PPP3CA PRKCA PRKCH PRKCI PRKCZ PRKDC PRMT5 PROC PTN PTPRC PTPRD PTPRZ1 RAB21 RAG1 RARA RASGRP1 RASSF10 RB1 RELA RELN RET RFX3 RGS14 RHEB RHOA RHOH RIPK1 RIPK2 RND2 RNF112 ROBO1 ROBO2 ROR2 RPTOR RUFY3 RUNX1 RUNX3 S1PR2 SART1 SASH3 SEMA4D SEMA5A SEMA7A SERPINE2 SERPINF1 SHANK3 SHB SHH SHOX2 SHTN1 SIRT2 SKIL SLC7A5 SLC9B2 SLIT2 SLITRK1 SMAD7 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMO SMURF1 SNW1 SOCS1 SOCS5 SOX10 SOX11 SOX12 SOX13 SOX4 SOX8 SPEN SPI1 SPINT1 SRF SRRT SS18L1 STAT5B STAU2 STK11 STK25 SYK TBC1D24 TENM4 TESC TESPA1 TGFB1 TGFBR2 TGM2 TIAM1 TIAM2 TLR2 TLR9 TMEM64 TNF TNFRSF1B TNFSF11 TNFSF4 TNFSF9 TOX TP73 TRAF6 TRAK1 TREM2 TRIB1 TRIM32 TRPC5 TRPV2 TSPO TTBK1 TWF2 TYROBP UFL1 VCAN VEGFA VEGFC VNN1 VSIR WDR62 WNT10B WNT2 WNT3 WNT3A XBP1 XRCC2 XRCC5 XRCC6 ZAP70 ZBTB1 ZBTB16 ZBTB46 ZBTB7B ZFP36L1 ZFYVE27 ZMIZ1 ZNF335 ZNF365 ZNF488 GOBP_POSITIVE_REGULATION_OF_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CELL_DIFFERENTIATION AAMDC ABCB10 ACAN ACE ACIN1 ACTB ACTL6A ACTL6B ACTN3 ACVR1 ACVR1B ACVR2A ACVR2B ACVRL1 ADA ADAM8 ADAMTS20 ADAMTS9 ADCY10 ADD1 ADIG ADIPOQ ADIRF ADM ADNP ADRA2B ADRA2C AGER AGT AGTR1 AHI1 AKAP6 AKIRIN1 AKT1 ALOX15B ALX1 AMBRA1 AMIGO1 ANAPC2 ANKRD27 ANKRD54 ANXA1 AP3B1 AP3D1 APOB AR ARHGEF2 ARID1A ARID1B ARID2 ARMCX5-GPRASP2 ARNT ARRB2 ASB4 ASCL1 ASPA ASPM ASXL2 ATOH1 ATOH8 ATP11A ATRAID AURKA AXIN2 AXL BAD BAIAP2 BAMBI BCAN BCL2 BCL6 BCL9L BDNF BEND6 BIN1 BLOC1S5 BLOC1S6 BMAL1 BMP10 BMP2 BMP4 BMP6 BMP7 BMPR1A BMPR1B BMPR2 BNC1 BOC BRAF BRD1 BRD7 BRINP1 BRINP2 BRINP3 BTC BTG1 BTK BTN2A2 CAMK1 CAMK2B CAPRIN1 CAPRIN2 CARM1 CASP8 CAV3 CBFB CCDC3 CCL19 CCN1 CCN2 CCN4 CCR1 CD101 CD24 CD27 CD34 CD36 CD4 CD46 CD74 CD80 CD83 CD86 CDH4 CDH5 CDKL3 CDKL5 CDKN2B CDON CDS1 CDX2 CEACAM1 CEBPA CEBPB CEBPD CHODL CLCF1 CLCN2 CLDN5 CLEC7A CLIC1 CMKLR1 COL1A1 CPNE1 CR1 CRABP2 CRB2 CREB1 CREBL2 CSF1 CSF2 CSF3 CSNK1D CSNK1E CTH CTHRC1 CTNNB1 CTNNBIP1 CUL7 CUX1 CUX2 CX3CL1 CX3CR1 CXCL12 CXCL9 CXCR4 CYB5D2 CYFIP1 CYP26B1 CYP27B1 CYSLTR1 DAB1 DAB2 DAG1 DBN1 DCSTAMP DCT DDR2 DHX36 DICER1 DISC1 DKK1 DKKL1 DLX1 DLX2 DMRTA2 DNAI3 DPF1 DPF3 DRD2 DSCAM DUOXA1 DUSP10 ECT2 EDN1 EDN3 EEF2K EFEMP2 EFNA5 EFNB2 EGR2 EGR3 EIF4G1 EIF4G2 ELL3 EMP2 ENG EPHA4 EPHB2 EPO ETS1 ETV2 ETV4 ETV5 EVI2B EZH2 F11R FADD FAIM FAM20C FAM210B FAXDC2 FBN2 FBXO5 FBXW8 FERMT2 FES FEZF1 FEZF2 FFAR4 FGF18 FGF2 FGF20 FGF8 FGFR1 FN1 FNDC5 FOS FOXA1 FOXC1 FOXG1 FOXJ1 FOXN1 FOXO3 FOXP3 FRZB FZD3 FZD4 GAS6 GATA1 GATA2 GATA3 GATA5 GCNT2 GDF10 GDF2 GDF3 GDF5 GDF6 GDF7 GDI1 GDNF GDPD2 GDPD5 GFAP GHR GJA1 GJC2 GLI2 GLI3 GLIPR2 GOLGA4 GPC1 GPER1 GPR68 GPRASP3 GPRC5B GRM5 GSK3B GSX2 HAP1 HAPLN1 HAPLN2 HAPLN3 HAPLN4 HAX1 HCLS1 HDAC1 HDAC2 HDAC6 HES1 HEYL HGF HIF1A HIF1AN HLA-DRA HLA-DRB1 HLA-G HLX HMG20B HMGB1 HMGB2 HNRNPU HOPX HOXA11 HOXA5 HOXB4 HOXD3 HSF1 HSP90AB1 HSPA1A HSPA1B HTR2A HTR2C ID2 ID4 IFITM1 IFNG IGF1 IGFBP3 IHH IL10 IL12B IL12RB1 IL13 IL15 IL15RA IL17A IL18 IL1B IL1RAPL1 IL1RL2 IL2 IL20 IL23A IL23R IL2RA IL2RG IL33 IL34 IL36B IL4 IL4I1 IL4R IL5 IL6 IL6R IL6ST IL7 IL7R ILK IMPACT INHBA INPP5D INS INSM1 IPO7 IRX3 ISG15 ISL1 ISLR2 IST1 ITGB1 ITPKA ITPKB JAG1 JAK2 JUNB JUND KAT2A KAT5 KCTD11 KDF1 KDM1A KDM4A KDR KHDC3L KIT KITLG KLF10 KLF5 KLHL25 KRAS L1CAM LAMA1 LAMA2 LAMB1 LAMB2 LAMC1 LEF1 LGALS1 LGALS3 LGALS9 LHX1 LIF LIG4 LILRB2 LILRB4 LIMK1 LIN28A LMO3 LMOD3 LOXL2 LPAR3 LPL LRG1 LRP2 LRP3 LRP5 LRP8 LRRC8A LTA LTBP3 LTF LYN MACF1 MACROH2A1 MACROH2A2 MAD2L2 MAG MALT1 MAML1 MAMSTR MAN2A1 MAP1B MAP2K1 MAP2K2 MAP3K13 MAP3K5 MAP6 MAPK11 MAPK12 MAPK14 MAPK9 MAPT MDK MDM2 MECP2 MED1 MEDAG MEF2C MEGF8 MESP1 METRN METRNL MICOS10-NBL1 MIR1-1 MIR106A MIR125B1 MIR133A1 MIR133B MIR137 MIR140 MIR142 MIR145 MIR146A MIR150 MIR17 MIR181A2 MIR181B1 MIR185 MIR18A MIR199A1 MIR199B MIR19A MIR19B1 MIR200C MIR204 MIR206 MIR208A MIR20A MIR20B MIR21 MIR210 MIR22 MIR221 MIR222 MIR27A MIR29B1 MIR342 MIR34A MIR424 MIR486-1 MIR499A MIR511 MIR519D MIR548D1 MIR99B MMD MMD2 MME MMP14 MORF4L2 MPL MSR1 MSX2 MTCH2 MTOR MTURN MUSTN1 MYB MYF5 MYF6 MYLK3 MYOCD MYOD1 MYOG MYRF NAP1L1 NAP1L2 NAPEPLD NBL1 NCAN NCKAP1L NCOA1 NCOA3 NEDD9 NEFL NELL1 NEURL1 NEUROD1 NEUROD2 NEUROD4 NEUROG1 NEUROG3 NF2 NFKB1 NFKBID NFKBIZ NGF NIBAN2 NID1 NIN NKAP NKX2-2 NKX2-5 NKX6-1 NKX6-2 NLRP3 NME2 NOCT NOTCH1 NOTCH2 NPNT NPPC NPTN NR2E1 NRCAM NRDC NRG1 NRP1 NTN1 NTRK2 NUDT21 NUMA1 NUMB NUMBL OBSL1 OCSTAMP OLFM1 OLFM2 OLIG2 OPRM1 OTP OVOL2 PA2G4 PAFAH1B1 PARP1 PARP2 PARP6 PAX2 PAX6 PAX8 PBRM1 PCID2 PCK1 PCP4 PDE3A PDE5A PDPN PF4 PHF10 PHOX2B PIAS1 PIEZO1 PIK3R6 PIM1 PITHD1 PKDCC PLA2G10 PLA2G2A PLA2G3 PLA2G5 PLAAT4 PLAG1 PLCB1 PLXNA1 PLXNA2 PLXNA3 PLXNA4 PLXNB1 PLXNB2 PLXNB3 PLXNC1 PLXND1 PNP POU4F1 POU4F2 PPARD PPARG PPARGC1B PPP1CC PPP1R13L PPP2R3C PPP3CA PRKCA PRKCH PRKCI PRKCZ PRKD1 PRKDC PRKG2 PRMT1 PRMT5 PROC PROM1 PROX1 PTCH1 PTCH2 PTGS2 PTK2 PTN PTPRC PTPRD PTPRZ1 PWP1 RAB21 RAB7B RAG1 RAMP2 RANBP3L RAP1A RAPGEF2 RARA RARRES2 RASGRP1 RASSF10 RB1 RBM24 RBM4 RCOR1 RELA RELN REST RET RFX3 RGCC RGS14 RHEB RHEX RHOA RHOH RIN2 RIPK1 RIPK2 RIPOR2 RND2 RNF112 ROBO1 ROBO2 ROR2 RPS6KA1 RPS6KA3 RPTOR RRAS RREB1 RUFY3 RUNX1 RUNX2 RUNX3 S100B S1PR2 SART1 SASH3 SAV1 SCIN SCUBE3 SDCBP SEMA4D SEMA5A SEMA7A SERPINB3 SERPINE1 SERPINE2 SERPINF1 SERPINF2 SETD3 SFN SFRP1 SFRP2 SFRP4 SH3GL3 SHANK3 SHB SHH SHOC2 SHOX2 SHTN1 SIN3A SIRT1 SIRT2 SIRT6 SIX1 SKIL SLC6A6 SLC7A5 SLC9B2 SLIT2 SLITRK1 SMAD1 SMAD2 SMAD3 SMAD4 SMAD5 SMAD7 SMAP1 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMO SMURF1 SMYD1 SNAI1 SNAI2 SNW1 SOCS1 SOCS2 SOCS3 SOCS5 SOD2 SOX10 SOX11 SOX12 SOX13 SOX17 SOX2 SOX4 SOX5 SOX6 SOX8 SOX9 SP7 SPAG9 SPDEF SPEN SPI1 SPINT1 SRF SRRT SS18L1 STAT1 STAT3 STAT5B STAU2 STK11 STK25 STK3 STK4 SUCO SULT1E1 SULT2B1 SYAP1 SYK TACSTD2 TAL1 TBC1D24 TBX1 TBX20 TBX5 TCF12 TCF15 TCF3 TCF4 TCF7L2 TENM4 TENT5A TERT TESC TESPA1 TFE3 TGFB1 TGFB1I1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGIF2 TGM2 THPO TIAM1 TIAM2 TLR2 TLR9 TMEM100 TMEM119 TMEM64 TNF TNFRSF1B TNFSF11 TNFSF14 TNFSF4 TNFSF9 TNXB TOX TP63 TP73 TPH1 TRAF6 TRAK1 TREM2 TRIB1 TRIM16 TRIM32 TRPC5 TRPM4 TRPV2 TSPO TTBK1 TWF2 TWIST1 TYROBP UFL1 UPF3B VCAN VDR VEGFA VEGFC VEZF1 VHL VNN1 VSIR VSTM2A VWC2 VWC2L WDFY2 WDR62 WIF1 WNT10B WNT2 WNT3 WNT3A WNT4 WNT7B WWTR1 XBP1 XKR8 XRCC2 XRCC5 XRCC6 YAP1 ZAP70 ZBED2 ZBTB1 ZBTB16 ZBTB46 ZBTB7B ZBTB7C ZC3H12A ZC4H2 ZEB1 ZEB2 ZFP36 ZFP36L1 ZFYVE27 ZHX3 ZMIZ1 ZNF16 ZNF219 ZNF268 ZNF335 ZNF365 ZNF385A ZNF488 ZNF703 ZNHIT1 GOBP_POSITIVE_REGULATION_OF_CELL_DIVISION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CELL_DIVISION AURKB AURKC BIRC5 BTC CAT CDC14A CDC14B CDC14C CDC25B CDC42 CDC6 CDCA8 CENPV CHMP3 CIT CSPP1 CUL3 CXCR5 DRD2 DRD3 ECT2 EREG FGF1 FGF2 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR2 GAREM1 GIPC1 GKN1 HTR2B IGF1R IGF2 IL1A IL1B INCENP ITGB1BP1 KIF14 KIF20B KIF23 KIF3B LBH MACC1 MAP10 MDK MRGPRX2 NKX3-1 NUP62 OPN1LW OPN1MW OPN1MW2 OR1A2 OR2A4 OSM PDGFA PDGFB PDGFC PDGFD PGF PKN2 PKP4 POLDIP2 PPBP PRKCE PROK1 PTN RACGAP1 RHOA RXFP3 SHH SIRT2 SPAST SSTR5 SVIL TAL1 TAS1R2 TAS2R13 TGFA TGFB1 TGFB2 TGFB3 THBS4 VEGFA VEGFB VEGFC VEGFD WNK1 YBX1 ZNF16 GOBP_POSITIVE_REGULATION_OF_CELL_FATE_COMMITMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CELL_FATE_COMMITMENT FGF2 IL12B IL12RB1 IL23A IL23R MIR1-1 MIR133A1 MIR206 MIR208A NKX6-2 PAX6 SPDEF WNT3A GOBP_POSITIVE_REGULATION_OF_CELL_GROWTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CELL_GROWTH ADAM10 ADAM17 ADCY10 ADNP AKAP6 AKT1 ANAPC2 ARMC12 AVP AVPR1A BCL2 BDNF BMPR2 BRAT1 CACNG7 CD38 CDC42 CDH4 CDKL5 CDKN2AIP CEP43 CIB1 CPNE5 CPNE6 CPNE9 CRABP2 CSNK2A1 CXCL12 CXCL16 CXCR4 CYFIP1 DDX3X DDX49 DERL2 DISC1 DNPH1 DSCAM EDN1 EFNA5 EGFR EIF4G1 EIF4G2 ERBB2 EXOSC2 EXOSC4 EXOSC9 EXTL3 F2 FN1 FXN GDI1 GOLGA4 H3-3A H3-3B H3-5 HBEGF HDGFL2 HPN HYAL1 IGF1 IGFBP1 IL2 IL9 INO80 INS ISLR2 IST1 ITSN2 KDM2B KLHL22 KRT17 L1CAM LGI1 LIMK1 LPAR3 MACF1 MAP1B MAP2K5 MAP3K13 MAPKAP1 MAPT MECP2 MEGF8 MFSD2A MIR199A1 MIR19A MIR19B1 MIR208A MLST8 MMP14 MTOR MTPN MUL1 N6AMT1 NCBP1 NEDD4L NGF NRP1 NTN1 PABIR1 PAFAH1B1 PARP2 PLAA POU4F2 PRKN PRR5 PRSS2 PSMD10 PTK2B PUM2 RASAL1 RICTOR RIMS1 RIMS2 RND2 RNF157 RPS6KA1 RPS6KA3 RPTOR RUFY3 S100A8 S100A9 SDCBP SEMA4D SEMA5A SEMA7A SFN SFRP1 SFRP2 SHTN1 SLC23A2 SLC25A33 SLC44A4 SLC9A1 SMAD7 SMARCB1 SMURF1 SPHK1 SRF SUPV3L1 SYT1 SYT14P1 SYT17 SYT2 SYT3 SYT4 TAF9B TEAD1 TGFB2 TGFBR1 TRIM32 TRPC5 TRPV2 TWF2 UCN UNC13A USP47 VEGFA WNT3 WNT3A YAP1 ZFYVE27 ZNF639 GOBP_POSITIVE_REGULATION_OF_CELL_GROWTH_INVOLVED_IN_CARDIAC_MUSCLE_CELL_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CELL_GROWTH_INVOLVED_IN_CARDIAC_MUSCLE_CELL_DEVELOPMENT AKAP6 EDN1 IGF1 MIR199A1 MIR19A MIR19B1 MIR208A PARP2 GOBP_POSITIVE_REGULATION_OF_CELL_JUNCTION_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CELL_JUNCTION_ASSEMBLY ABL1 ACE2 ADGRB1 ADGRB3 ADNP AGRN AGT AMIGO1 AMIGO2 AMIGO3 ARMCX5-GPRASP2 ASIC2 BDNF CAV1 CBLN1 CBLN2 CLDN1 CLDN19 CLDN3 CLDN5 CLSTN1 CLSTN2 CLSTN3 CNTNAP2 COL16A1 CRB3 CUX2 DLG5 EEF2K EFNA5 EPB41L5 EPHA2 EPHB1 EPHB2 EPHB3 FERMT2 FLOT1 FLRT2 FLRT3 FMN1 GHRL GPRASP3 GRID2 HOPX HRG IL17A IL1RAP IL1RAPL1 IRX3 ITGB1BP1 KDR LIMS1 LINGO2 LINGO4 LRRC24 LRRC4B LRRN1 LRRN3 LRRTM1 LRRTM2 LRRTM3 LRTM2 MAP4K4 MYOC NLGN1 NLGN2 NLGN3 NPHP1 NPHP4 NRP1 NRXN1 NTRK1 NTRK2 OXTR POLDIP2 PPM1F PTPRD PTPRJ RAC1 ROCK1 S100A10 SDC4 SEMA4A SEMA4D SFRP1 SLITRK1 SLITRK2 SLITRK3 SLITRK4 SLITRK5 SLITRK6 SMAD3 SRPX2 ST8SIA2 STAU2 SYNDIG1 TBX5 TEK THBS2 THY1 TPBG TSC1 VEGFA VSTM5 WNT4 WNT7A GOBP_POSITIVE_REGULATION_OF_CELL_KILLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CELL_KILLING AP1G1 ARG1 B2M CADM1 CD160 CD1A CD1B CD1C CD1D CD1E CD226 CD5L CLEC7A CRTAM CYRIB F2RL1 FADD FCER2 HFE HLA-A HLA-B HLA-C HLA-DRA HLA-DRB1 HLA-E HLA-F HLA-G HLA-H IFNG IL12A IL12B IL12RB1 IL18RAP IL21 IL23A IL23R ITGAM KLRC1 KLRC2 KLRC3 KLRC4 KLRC4-KLRK1 KLRD1 KLRK1 LAG3 LAMP1 MAPK8 MICA MICB MR1 NCR3 NECTIN2 NOS2 P2RX7 PRF1 PTPRC PVR RAET1E RAET1G RAET1L RASGRP1 SH2D1A SLAMF6 SLC22A13 SPI1 STAP1 STAT5B STX7 SYK TAP2 TYROBP ULBP1 ULBP2 ULBP3 VAV1 XCL1 GOBP_POSITIVE_REGULATION_OF_CELL_MATRIX_ADHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CELL_MATRIX_ADHESION ABL1 CCL21 CCL25 CCL28 CCR7 CD36 CD3E CDH13 CDK6 CEACAM6 CIB1 COL16A1 CSF1 CX3CL1 DAG1 DISC1 EFEMP2 EMP2 EPB41L5 EPHA1 FERMT1 FERMT2 FMN1 FUT1 GFUS GSK3B HRG ITGB1BP1 ITGB3 JUP KDR LIMS1 MAP4K4 MYOC NRP1 PLEKHA2 POLDIP2 PPM1F PRKCZ PTK2B PTPRJ RAC1 RIN2 ROCK1 RRAS S100A10 SDC4 SFRP1 SKAP1 SMAD3 TEK THY1 TSC1 UTRN VEGFA WNT4 GOBP_POSITIVE_REGULATION_OF_CELL_MATURATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CELL_MATURATION AURKA BCL2 BNC1 CLEC7A MAP3K13 RET SIRT2 GOBP_POSITIVE_REGULATION_OF_CELL_MIGRATION_BY_VASCULAR_ENDOTHELIAL_GROWTH_FACTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CELL_MIGRATION_BY_VASCULAR_ENDOTHELIAL_GROWTH_FACTOR_SIGNALING_PATHWAY GAB1 HSPB1 KDR MYO1C PIK3CD PRKD1 PRKD2 VEGFA GOBP_POSITIVE_REGULATION_OF_CELL_MIGRATION_INVOLVED_IN_SPROUTING_ANGIOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CELL_MIGRATION_INVOLVED_IN_SPROUTING_ANGIOGENESIS ABL1 AKT3 ANXA1 CIB1 FGF2 FGFBP1 FOXC2 GATA2 HDAC7 HDAC9 HMOX1 JCAD KDR MAP3K3 MIR101-1 MIR10A MIR10B MIR126 MIR132 MIR146A MIR150 MIR23A MIR27A MIR27B MIR296 MIR31 MIR487B MIRLET7F1 NRP1 PIK3C2A PLK2 PTGS2 RHOJ SRPX2 VEGFA GOBP_POSITIVE_REGULATION_OF_CELL_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CELL_MORPHOGENESIS ANAPC2 ANKRD27 ARMCX5-GPRASP2 BAIAP2 CAMK2B CAPRIN1 CAPRIN2 CDKL3 CDKL5 CUL7 CUX1 CUX2 DBN1 DHX36 EEF2K EPHA4 EPHB2 FBXW8 FZD4 GPRASP3 HDAC6 IL1RAPL1 ITPKA LRP8 MPL OBSL1 PAFAH1B1 PARP6 PRKDC PTPRD RAB21 RELN SS18L1 STAU2 TBC1D24 TIAM1 GOBP_POSITIVE_REGULATION_OF_CELL_POPULATION_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CELL_POPULATION_PROLIFERATION ABI2 ABL1 ABL2 ACAN ACER2 ACER3 ACTB ACTL6A ACTL6B ACTR2 ACTR3 ACVRL1 ADA ADAM10 ADAM17 ADAMTS1 ADCY10 ADGRG1 ADM ADNP ADRA1D ADRA2A AGER AGGF1 AGRN AGT AGTR1 AIF1 AKIRIN1 AKIRIN2 AKR1C2 AKR1C3 AKT1 AKT2 AKT3 ALDH1A2 ALK ALKAL1 ALKAL2 AMIGO1 ANAPC2 ANG ANKRD27 ANLN ANXA1 AP2A1 APC APELA APLN APLNR APOE AQP1 AQP11 AR ARAP1 AREG ARHGAP35 ARHGAP5 ARHGEF7 ARMCX5-GPRASP2 ARNT ARPC2 ARSB ASCL1 ASH2L ASPM ATAD5 ATF1 ATF2 ATF3 ATMIN ATOH7 ATP1B2 ATP7A ATP8A2 ATXN1L AUTS2 AVIL AVP AVPR1A AVPR2 B4GALT1 BAD BAIAP2 BAMBI BBS4 BCAN BCL2 BCL2L1 BCL6 BCL7A BCL7B BCL7C BDNF BICRA BICRAL BIRC5 BIRC6 BMI1 BMP10 BMP2 BMP4 BMP5 BMP6 BMP7 BMPR1A BMPR2 BNC1 BRAF BRD9 BRK1 BST1 BST2 BTC BTK C15orf62 C5AR1 C8orf17 CACUL1 CALCRL CALR CAMK1 CAMK1D CAMK2B CAMP CAPN1 CAPNS1 CAPRIN1 CAPRIN2 CARD11 CARM1 CARMIL1 CARMIL2 CASR CAV2 CAV3 CBFA2T2 CBX8 CCAR1 CCDC117 CCDC88A CCDC88B CCKBR CCL11 CCL14 CCL19 CCL21 CCL24 CCL26 CCL5 CCN1 CCN4 CCNA2 CCNB1 CCND1 CCND2 CCNE1 CCP110 CCPG1 CCR2 CCR3 CCR7 CD1D CD209 CD24 CD248 CD274 CD276 CD28 CD320 CD38 CD3E CD40 CD40LG CD46 CD47 CD55 CD6 CD70 CD74 CD80 CD81 CD86 CDC123 CDC25B CDC42 CDC42EP1 CDC42EP2 CDC42EP3 CDC42EP4 CDC42EP5 CDC6 CDC7 CDCA7L CDH13 CDH3 CDH4 CDK1 CDK2 CDK4 CDK6 CDKL3 CDKL5 CDKN1A CDKN1B CDON CDX2 CEACAM6 CENPJ CEP120 CEP131 CEP135 CEP43 CFLAR CGA CHODL CHP2 CHRD CHRNA7 CHRNB2 CIAO1 CIB1 CITED1 CLCF1 CLDN1 CLDN5 CLDN7 CLEC11A CLEC7A CLECL1P CLRN1 CNBP CNOT6 CNOT6L CNOT7 CNOT8 CNR1 CNTF CNTFR CNTN1 COBL COMP COPS9 CORO1A CORO1B CORO1C COX17 CR1 CRABP2 CRIP2 CRKL CRLF1 CRLF2 CRNN CROCC CSF1 CSF1R CSF2 CSF2RA CSF2RB CSF3 CSNK2A1 CTC1 CTF1 CTHRC1 CTNNB1 CTSH CUL3 CUL4A CUL7 CUX1 CUX2 CX3CL1 CX3CR1 CXCL10 CXCL12 CXCL5 CXCR2 CYFIP1 CYP7B1 CYSLTR1 DAB2IP DBF4B DBN1 DCT DDR1 DDR2 DDRGK1 DDX56 DEF8 DERL2 DHPS DHX36 DHX9 DISC1 DISP3 DLG1 DLG4 DLL1 DLL4 DLX5 DLX6 DMRTA2 DNAJA2 DNAJA3 DNM3 DNMT1 DOCK11 DOT1L DPP4 DPYSL3 DRD2 DSCAM DVL1 DVL2 DVL3 DYNAP DZIP1 E2F1 E2F3 EAPP EBI3 ECM1 EDN1 EDN2 EDN3 EDNRB EEF2K EFNA5 EFNB1 EFNB2 EGF EGFL7 EGFR EGR1 EGR3 EGR4 EHD1 EIF4G2 ELANE ELAVL4 ELL3 EMC10 EMP2 ENC1 ENPP2 ENTR1 EP300 EPCAM EPGN EPHA1 EPHA3 EPHA4 EPHB2 EPO EPOR EPS8 EPS8L1 EPS8L2 EPS8L3 ERBB2 ERBB3 ERBB4 EREG ERN1 ESM1 ESR1 ESRP2 ETV5 EYA1 EZH2 F2 F2R F2RL1 F3 FADD FAM98A FAM98B FASLG FBXO38 FBXO5 FBXW8 FCGR3A FCRL3 FER FERMT2 FES FEZ1 FGF1 FGF10 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFBP1 FGFR1 FGFR2 FGFR3 FGFR4 FKBP1B FLNA FLT1 FLT3 FLT3LG FLT4 FMR1 FN1 FNBP1L FOLR2 FOSL1 FOSL2 FOXE3 FOXF1 FOXG1 FOXJ2 FOXM1 FOXP1 FOXP3 FRMD7 FRS2 FSCN1 FSHB FTMT FUT9 FUZ FXN FYN FZD1 FZD3 FZD4 FZD7 FZD9 FZR1 GAB2 GAREM1 GAS6 GATA1 GATA2 GATA6 GCNT2 GDF2 GDF9 GDI1 GDNF GFAP GHRH GHRHR GHRL GHSR GID8 GJA1 GJC2 GKN1 GLI1 GLI3 GLP2R GNAI2 GOLGA4 GPAM GPBAR1 GPC2 GPER1 GPM6A GPR183 GPR37L1 GPRASP3 GREM1 GRIP1 GRK5 GRN GSK3B HAP1 HAPLN1 HAPLN2 HAPLN3 HAPLN4 HAS2 HAVCR2 HBEGF HCK HCLS1 HDAC1 HDAC2 HDAC4 HDAC6 HES1 HES5 HEY2 HHLA2 HIF1A HILPDA HIPK1 HIPK2 HLA-A HLA-DMB HLA-DPA1 HLA-DPB1 HLA-E HLX HMGA2 HMGB1 HMGB2 HMGN5 HMOX1 HMX2 HNRNPU HOXA3 HOXC10 HPGD HPN HPSE HPSE2 HRAS HSP90AA1 HSPG2 HTR1A HTR1B HTR2A HTR2B HTT HYAL1 ICOSLG ID2 ID4 IFNG IFT20 IFT88 IGF1 IGF1R IGF2 IGFBP2 IGFBP5 IHH IL10 IL11 IL11RA IL12A IL12B IL12RB1 IL12RB2 IL13 IL13RA1 IL15 IL18 IL1A IL1B IL1RAPL1 IL2 IL21 IL23A IL23R IL24 IL2RA IL3 IL31RA IL34 IL4 IL5 IL5RA IL6 IL6R IL6ST IL7 IL7R IL9 ILK INS INSL3 INSL4 INSM1 INSR IQGAP3 IRAK1 IRAK4 IRS1 IRS2 ISL1 ISLR2 IST1 ITGA2 ITGA3 ITGA4 ITGA6 ITGAV ITGAX ITGB1 ITGB1BP1 ITGB3 ITPKA JAK2 JAML JCAD JUN KAT2A KAT2B KAT7 KATNB1 KCNA5 KCTD17 KDM1A KDM4C KDM5B KDR KHDC3L KIDINS220 KIF14 KIF20B KIT KITLG KLB KMT2D KRAS KRT6A L1CAM LACRT LAMB1 LAMC1 LAMC2 LBH LDLRAP1 LEF1 LEP LGALS9 LGMN LHX1 LHX2 LHX5 LIF LIFR LIG4 LILRB2 LIMK1 LIN28A LPAR3 LRG1 LRP2 LRP5 LRP8 LRRC7 LTA LTBP3 LTF LTK LYN MAB21L1 MAB21L2 MACF1 MAGI2 MALAT1 MAP1B MAP2K1 MAP2K2 MAP2K5 MAP3K13 MAP3K3 MAP3K5 MAP3K7 MAP6 MAPK1 MAPK14 MAPK15 MAPK3 MAPT MARCHF7 MARCKSL1 MARK2 MARK4 MAS1 MATK MAZ MCTS1 MDK MDM2 MECP2 MED1 MEF2C MEF2D MEGF10 MEGF8 MEIS1 MEIS2 MEIS3 MEIS3P1 METRN MFN2 MIEN1 MIF MIR101-1 MIR10A MIR10B MIR125B1 MIR126 MIR1290 MIR130A MIR132 MIR133B MIR135B MIR141 MIR146A MIR17 MIR17HG MIR181B1 MIR199A1 MIR19B1 MIR200B MIR200C MIR204 MIR208A MIR20A MIR21 MIR214 MIR221 MIR222 MIR23A MIR26A1 MIR27A MIR27B MIR29A MIR301A MIR30B MIR320A MIR320B1 MIR320B2 MIR320C1 MIR320C2 MIR320D1 MIR320D2 MIR320E MIR372 MIR431 MIR448 MIR487B MIR495 MIR499A MIR503 MIR509-1 MIR515-1 MIR519D MIR520A MIR520H MIR548C MIR590 MIR657 MIR711 MIR93 MIRLET7B MLXIPL MMP12 MMP2 MMP9 MNAT1 MNS1 MPL MST1R MSTN MTA3 MTOR MUSK MUSTN1 MVD MYB MYC MYD88 MYDGF MYO3A MYO3B MYOCD MZB1 N4BP2L2 NACC1 NAMPT NANOG NANOGP8 NAP1L1 NCAN NCCRP1 NCK1 NCK2 NCKAP1 NCKAP1L NCKIPSD NDEL1 NDNF NDRG4 NDUFAF4 NDUFS4 NEAT1 NEDD9 NEFL NEGR1 NES NEURL1 NF1 NFATC2 NFE2L2 NGF NGFR NIN NKX2-5 NKX2-6 NKX3-1 NLGN1 NLGN2 NMB NMBR NME1 NME2 NOD2 NODAL NOG NOP2 NOTCH1 NOTCH2 NOTCH3 NOX1 NPM1 NPTN NPY5R NR2E1 NR4A1 NR4A3 NRARP NRAS NRDC NRG1 NRP1 NRP2 NTF3 NTN1 NTRK1 NTRK2 NTRK3 OBSL1 OCLN OCSTAMP ODAM ODC1 OSM OSMR OSR1 OSR2 OTP P2RX7 P2RY12 P2RY6 P3H1 PACSIN1 PAFAH1B1 PAK1 PALM PARP6 PAX2 PAX6 PAXBP1 PBX1 PBXIP1 PDCD10 PDCD1LG2 PDCD2 PDCD6 PDCL3 PDF PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PDPK1 PDX1 PELI1 PFN1 PGF PHB1 PHIP PID1 PIK3CA PIK3CD PIK3R1 PIM1 PITX3 PKHD1 PLA2G1B PLA2G2C PLA2G3 PLAC8 PLAG1 PLCE1 PLCG1 PLEK2 PLEKHM1 PLK5 PLPPR5 PLXNA1 PLXNA2 PLXNA3 PLXNA4 PLXNB1 PLXNB2 PLXNB3 PLXNC1 PLXND1 PML PNP POLD4 POU3F2 POU3F3 POU4F2 PPARD PPP1CC PPP1R16B PPP1R35 PPP2R5B PPP3CA PRAME PRAMEF1 PRAMEF10 PRAMEF11 PRAMEF12 PRAMEF14 PRAMEF15 PRAMEF17 PRAMEF19 PRAMEF2 PRAMEF20 PRAMEF22 PRAMEF25 PRAMEF27 PRAMEF33 PRAMEF4 PRAMEF5 PRAMEF6 PRAMEF7 PRAMEF8 PRAMEF9 PRC1 PRDX3 PRKAA1 PRKCA PRKCH PRKCI PRKCQ PRKCZ PRKD1 PRKD2 PRL PRLR PRMT1 PROK1 PROM2 PROX1 PRRX1 PRTN3 PTAFR PTEN PTGFR PTGS2 PTH PTH1R PTHLH PTK2 PTK2B PTK6 PTK7 PTN PTPN22 PTPN6 PTPRC PTPRD PTPRN PUM2 PURA PYCARD RAB21 RAB25 RAB8B RAC1 RAC2 RAD51B RALA RAP1A RAPGEF1 RAPGEF2 RARA RARG RASAL3 RASSF10 RBPJ RBPMS2 REG1A REG1B REG3A REG3G RELA RELN RET RETREG3 RGMA RGS2 RHOG RHOQ RICTOR RIPK2 RIPOR2 RIT2 RNASEH2B RND2 RNF187 ROBO1 ROBO2 ROBO3 ROGDI ROMO1 ROR1 ROR2 RP1 RPL23 RPRD1B RPS15A RPS3 RPS4X RPS6 RPS6KB1 RPS9 RPTOR RREB1 RTKN2 RTN4 RUFY3 RUNX2 S100A13 S100A6 S100A9 S100B S1PR1 S1PR2 S1PR3 SAAL1 SAPCD2 SASH3 SAXO1 SCAND3 SCARB2 SCARF1 SCG2 SCN1B SCN5A SCX SDCBP SELENOK SELENON SEMA4D SEMA5A SEMA7A SEPTIN7 SEPTIN9 SERPINB3 SERPINB7 SERPINF1 SERPINF2 SERPINI1 SERTAD1 SETX SF3A2 SFRP1 SFRP2 SHANK2 SHC1 SHC4 SHH SHOC2 SHOX2 SHTN1 SINHCAF SIRPG SIRT1 SIRT6 SIX1 SIX2 SKIL SLAMF1 SLC25A27 SLC25A33 SLC25A5 SLC35F6 SLC39A10 SLC7A1 SLC7A5 SLIT2 SLITRK1 SMAD4 SMARCA2 SMARCA4 SMARCC1 SMARCD1 SMARCD3 SMO SMPD3 SMURF1 SNX3 SOX10 SOX11 SOX15 SOX4 SOX8 SOX9 SP1 SPDYA SPHK1 SPHK2 SPINK1 SPN SPTA1 SRC SRF SRPK2 SRSF6 SS18 SS18L1 SSBP3 SSR1 ST6GAL1 ST8SIA1 STAMBP STAT1 STAT3 STAT5A STAT5B STAU2 STK11 STK24 STK25 STMN2 STX3 STX4 STXBP4 STYXL1 SUZ12 SYF2 SYK SYNE1 TACR1 TAPT1 TBC1D24 TBC1D8 TBRG4 TBX1 TBX2 TBX20 TBX3 TBX5 TCF7L2 TCIRG1 TCL1A TDGF1 TEK TENM1 TENM2 TENM3 TERT TFAP2B TFRC TGFA TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 TGM1 THBS1 THBS4 THPO TIAL1 TIAM1 TIAM2 TICAM1 TIMP1 TIPIN TIRAP TJP1 TLR4 TLR9 TMEM106B TMEM119 TMEM250 TMEM30A TMIGD2 TNC TNF TNFAIP3 TNFRSF11A TNFRSF13C TNFRSF4 TNFSF12 TNFSF13 TNFSF13B TNFSF4 TNFSF9 TNN TNXB TOX TP63 TRAF5 TRAF6 TRAK1 TRIM67 TRPC5 TRPM4 TRPV2 TSC22D1 TSHR TSLP TSPAN31 TSPO TSPYL5 TTK TUBB2B TWF1 TWF2 TWIST1 TYK2 UFL1 VASH2 VAV3 VCAM1 VCAN VEGFA VEGFB VEGFC VEGFD VHL VIL1 VIP VIPR1 VLDLR VSTM2A VTCN1 WASF2 WASHC1 WASHC5 WASL WDR48 WDR62 WDR77 WNT1 WNT10B WNT2 WNT3 WNT3A WNT5A WNT7A WRAP73 WWTR1 XBP1 XCL1 YAP1 ZAP70 ZDHHC15 ZFPM2 ZFYVE27 ZMIZ1 ZMYND10 ZMYND8 ZNF143 ZNF16 ZNF268 ZNF304 ZNF335 ZNF580 ZNF703 ZNF804A ZP3 ZP4 GOBP_POSITIVE_REGULATION_OF_CELL_PROJECTION_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CELL_PROJECTION_ORGANIZATION ABI2 ABL1 ABL2 ACTR2 ACTR3 ADCY10 ADNP AGRN AKIRIN1 ALK ALKAL1 ALKAL2 AMIGO1 ANAPC2 ANKRD27 ANLN AP2A1 APC APOE ARAP1 ARHGAP35 ARHGEF7 ARMCX5-GPRASP2 ARPC2 ARSB ATF1 ATMIN ATOH7 ATP1B2 ATP7A ATP8A2 AUTS2 AVIL BAIAP2 BBS4 BDNF BMP5 BMP7 BMPR2 BRAF BRK1 C15orf62 CAMK1 CAMK1D CAMK2B CAPRIN1 CAPRIN2 CARMIL1 CARMIL2 CBFA2T2 CCDC88A CCL19 CCL21 CCP110 CCR7 CDC42 CDC42EP1 CDC42EP2 CDC42EP3 CDC42EP4 CDC42EP5 CDH4 CDKL3 CDKL5 CENPJ CEP120 CEP135 CFLAR CHODL CLRN1 CNR1 CNTF CNTN1 COBL CORO1B CORO1C CRABP2 CROCC CUL7 CUX1 CUX2 CX3CL1 CXCL12 CYFIP1 DAB2IP DBN1 DDR1 DDR2 DDX56 DEF8 DHX36 DISC1 DLG4 DNM3 DOCK11 DPYSL3 DSCAM DVL1 DVL2 DVL3 DZIP1 EEF2K EFNA5 EHD1 EIF4G2 ELAVL4 ENC1 ENPP2 ENTR1 EP300 EPHA3 EPHA4 EPHB2 EPO EPS8 EPS8L1 EPS8L2 EPS8L3 EZH2 F2RL1 FAM98A FBXO38 FBXW8 FES FEZ1 FKBP1B FLNA FMR1 FN1 FNBP1L FRMD7 FSCN1 FUT9 FUZ FYN FZD1 FZD4 GDI1 GOLGA4 GPC2 GPM6A GPRASP3 GRIP1 GRN GSK3B HAP1 HDAC6 HRAS HSP90AA1 HTT IFT20 IFT88 IGF1R IL1RAPL1 INS ISLR2 IST1 ITGA2 ITGA3 ITGA6 ITPKA KAT2A KAT2B KATNB1 KCTD17 KDM1A KHDC3L KIDINS220 KIT L1CAM LIMK1 LPAR3 LRP8 LRRC7 LTK LYN MACF1 MAGI2 MAP1B MAP2K1 MAP2K2 MAP3K13 MAP6 MAPT MARK2 MARK4 MDK MEGF8 METRN MIEN1 MIR133B MIR200C MIR21 MIR221 MIR222 MIR431 MNS1 MSTN MTOR MUSK MYO3A MYO3B NCK1 NCKAP1 NCKIPSD NDEL1 NDNF NDRG4 NEDD9 NEFL NEGR1 NEURL1 NFE2L2 NGF NIN NLGN1 NPTN NRDC NRP1 NTN1 NTRK1 NTRK2 NTRK3 OBSL1 OCLN P2RX7 P2RY12 P3H1 PACSIN1 PAFAH1B1 PALM PARP6 PFN1 PIK3CA PIK3R1 PLA2G3 PLCE1 PLEK2 PLEKHM1 PLK5 PLPPR5 PLXNA1 PLXNA2 PLXNA3 PLXNA4 PLXNB1 PLXNB2 PLXNB3 PLXNC1 PLXND1 POU4F2 PPP1R35 PPP2R5B PRKCI PRKD1 PROM2 PTK2B PTK6 PTK7 PTN PTPRD PUM2 RAB21 RAB8B RAC1 RAC2 RALA RAP1A RAPGEF1 RAPGEF2 RELN RET RETREG3 RGMA RGS2 RHOQ RIPOR2 RIT2 RND2 ROBO1 ROBO2 ROBO3 ROR1 ROR2 RP1 RREB1 RUFY3 S100A9 SAXO1 SCARB2 SCARF1 SCN1B SEMA4D SEMA5A SEMA7A SEPTIN7 SEPTIN9 SERPINF1 SERPINI1 SETX SF3A2 SHOC2 SHOX2 SHTN1 SKIL SLIT2 SLITRK1 SMURF1 SNX3 SRC SRF SS18L1 STAU2 STK11 STK24 STK25 STMN2 STYXL1 TAPT1 TBC1D24 TENM1 TENM2 TENM3 TGFB3 TGFBR1 TIAM1 TIAM2 TMEM106B TMEM30A TNN TOX TRAK1 TRIM67 TRPC5 TRPV2 TUBB2B TWF1 TWF2 VEGFA VIL1 VLDLR WASF2 WASHC1 WASHC5 WASL WNT1 WNT3 WNT3A WNT5A WRAP73 ZDHHC15 ZFYVE27 ZMYND10 ZMYND8 ZNF804A GOBP_POSITIVE_REGULATION_OF_CELL_PROLIFERATION_INVOLVED_IN_HEART_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CELL_PROLIFERATION_INVOLVED_IN_HEART_MORPHOGENESIS BMP10 PIM1 RBPJ SMAD4 SOX9 GOBP_POSITIVE_REGULATION_OF_CELL_PROLIFERATION_INVOLVED_IN_KIDNEY_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CELL_PROLIFERATION_INVOLVED_IN_KIDNEY_DEVELOPMENT CFLAR EGR1 IL6R ITGB3 LIN28A MYC PDGFB PDGFD SERPINB7 GOBP_POSITIVE_REGULATION_OF_CELL_PROLIFERATION_IN_BONE_MARROW https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CELL_PROLIFERATION_IN_BONE_MARROW FGFR2 HMGA2 LEF1 MAP3K3 MIR27B PTH GOBP_POSITIVE_REGULATION_OF_CELL_SIZE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CELL_SIZE AKT3 ATP7A EDN1 HSP90AA1 KDM1A MAP3K7 PRKD1 PRR16 RB1CC1 RET SLC26A5 GOBP_POSITIVE_REGULATION_OF_CELL_SUBSTRATE_ADHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CELL_SUBSTRATE_ADHESION ABI3BP ABL1 AGR2 ALOX15 APOA1 ARHGEF7 ARL2 ARPC2 BRAF C1QBP CALR CARMIL1 CASS4 CCDC80 CCL21 CCL25 CCL28 CCN1 CCR7 CD36 CD3E CDC42 CDH13 CDK6 CEACAM6 CIB1 COL16A1 COL26A1 COL8A1 CRK CRKL CSF1 CSPG5 CX3CL1 DAB2 DAG1 DISC1 DMP1 DOCK1 DOCK5 ECM2 EDIL3 EFEMP2 EGFL6 EGFLAM EMILIN1 EMP2 EPB41L5 EPHA1 FBLN2 FERMT1 FERMT2 FGA FGB FGG FLNA FMN1 FN1 FOXF1 FUT1 GFUS GSK3B HAS2 HRG HSD17B12 ILK ITGA3 ITGA5 ITGA6 ITGB1BP1 ITGB3 JAK2 JUP KDR LIMS1 LIMS2 MAP4K4 MDK MYADM MYOC NDNF NEDD9 NID1 NPNT NRP1 OLFM4 P4HB PDGFB PLEKHA2 POLDIP2 PPM1F PREX1 PRKCE PRKCZ PTK2B PTPRJ RAC1 RAC3 RELL2 RIN2 ROCK1 RRAS RREB1 RSU1 S100A10 SDC4 SFRP1 SKAP1 SMAD3 SPOCK2 STK4 TEK TESK1 THY1 TRIOBP TSC1 UNC13D UTRN VEGFA VIT VTN VWC2 WNT4 GOBP_POSITIVE_REGULATION_OF_CELL_SUBSTRATE_JUNCTION_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CELL_SUBSTRATE_JUNCTION_ORGANIZATION ABL1 ARF6 COL16A1 DUSP3 EPB41L5 FERMT2 FMN1 HRG IQSEC1 ITGB1BP1 KDR LIMS1 MAP4K4 MAPRE2 MYOC NRP1 PIK3R1 POLDIP2 PPM1F PTPRJ RAC1 ROCK1 S100A10 SDC4 SFRP1 SMAD3 TEK THY1 TSC1 VEGFA WNT4 GOBP_POSITIVE_REGULATION_OF_CENTRIOLE_ELONGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CENTRIOLE_ELONGATION CENPJ CEP120 CEP295 PPP1R35 VPS4B GOBP_POSITIVE_REGULATION_OF_CENTRIOLE_REPLICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CENTRIOLE_REPLICATION CENPJ CEP120 CEP295 NUP62 PLK4 PPP1R35 SASS6 STIL VPS4B GOBP_POSITIVE_REGULATION_OF_CEREBELLAR_GRANULE_CELL_PRECURSOR_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CEREBELLAR_GRANULE_CELL_PRECURSOR_PROLIFERATION EGF FGF2 GLI1 GPR37L1 LHX1 LHX5 SHH SMO GOBP_POSITIVE_REGULATION_OF_CGMP_MEDIATED_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CGMP_MEDIATED_SIGNALING ADORA2B ENSG00000290147 GUCA1A NPPC NPR1 RUNDC3A GOBP_POSITIVE_REGULATION_OF_CHEMOKINE_C_C_MOTIF_LIGAND_5_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CHEMOKINE_C_C_MOTIF_LIGAND_5_PRODUCTION ADCYAP1 DDX3X DEFB124 MAVS MCOLN2 TRPV4 GOBP_POSITIVE_REGULATION_OF_CHEMOKINE_C_X_C_MOTIF_LIGAND_1_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CHEMOKINE_C_X_C_MOTIF_LIGAND_1_PRODUCTION IL17A IL17F IL17RA TIRAP TRPV4 GOBP_POSITIVE_REGULATION_OF_CHEMOKINE_C_X_C_MOTIF_LIGAND_2_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CHEMOKINE_C_X_C_MOTIF_LIGAND_2_PRODUCTION CD74 HMGB1 LPL MBP MCOLN2 MIF POSTN TGFB1 TIRAP TLR4 TNF GOBP_POSITIVE_REGULATION_OF_CHEMOKINE_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CHEMOKINE_PRODUCTION ADAM17 ADCYAP1 ADIPOQ ADORA2B AGER AIF1 AIRE ALOX15B APP AZU1 C5 CARD9 CD74 CD84 CHIA CLEC7A CSF1R DDX3X DEFB124 EGR1 EIF2AK2 F2RL1 FFAR2 FFAR3 HAVCR2 HIF1A HMGB1 HMOX1 IFNG IL17A IL17F IL17RA IL18 IL1B IL1RL1 IL33 IL4R IL6 IL6R IL7 LBP LGALS9 LPL MAVS MBP MCOLN2 MIF MIR92A1 MYD88 NOD2 OAS1 OAS3 POSTN PYCARD RIPK2 SELENOK SYK TGFB1 TICAM1 TIRAP TLR2 TLR3 TLR4 TLR7 TLR9 TNF TNFSF4 TRIM32 TRPV4 TSLP TWIST1 WNT5A GOBP_POSITIVE_REGULATION_OF_CHEMOTAXIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CHEMOTAXIS ADAM10 ADAM17 AGER AIF1 AKIRIN1 ANO6 ARTN AZU1 BMPR2 C1QBP C3AR1 C5AR1 CALR CAMK1D CASR CCL1 CCL19 CCL21 CCL26 CCL3 CCL4 CCL5 CCL7 CCR1 CCR2 CCR4 CCR6 CCR7 CD74 CDH13 CMKLR1 CREB3 CSF1 CSF1R CX3CR1 CXCL10 CXCL12 CXCL13 CXCL17 CXCL8 CXCR2 CXCR4 DAPK2 DEFB124 DNM1L DSCAM EDN1 EDN2 EDN3 F2RL1 F3 F7 FGF10 FGF16 FGF18 FGF2 FGFR1 FPR2 GAS6 GPSM3 HMGB1 HSPB1 IL12A IL16 IL23A IL34 IL4 IL6 IL6R ITGA2 KDR LBP LGALS9 LGMN LPAR1 MAPK1 MAPK3 MCU MDK MEGF8 MET MOSPD2 MSTN NCKAP1L NEDD9 NRP1 NTF3 NTRK3 OXSR1 P2RX4 P2RY12 PDGFB PDGFD PDGFRA PDGFRB PGF PLA2G7 PPM1F PRKD1 PRKD2 PRSS56 PTK2 PTK2B PTN RAC1 RAC2 RARRES2 RIPOR2 S100A14 S100A7 S1PR1 SCG2 SEMA5A SERPINE1 SLAMF1 SLIT2 SMAD3 SMOC2 SPI1 STK39 STX3 STX4 SUCNR1 SWAP70 TGFB1 THBS1 THBS4 TIAM1 TIRAP TMEM102 TMSB4X TNFSF14 TNFSF18 TPBG TREM2 TRPV4 VEGFA VEGFB VEGFC VEGFD WNK1 WNT5A XCL1 XCL2 ZNF580 GOBP_POSITIVE_REGULATION_OF_CHOLESTEROL_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CHOLESTEROL_BIOSYNTHETIC_PROCESS ABCG1 ABCG4 CYP7A1 FGF1 MIR182 MIR96 PRKAA1 SCAP SREBF1 SREBF2 GOBP_POSITIVE_REGULATION_OF_CHOLESTEROL_EFFLUX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CHOLESTEROL_EFFLUX ABCA1 ABCA12 ABCA3 ABCA7 ABCA8 ABCG1 ABCG4 ADIPOQ APOA1 APOE CAV1 CES1 EEPD1 GPS2 LRP1 MIR206 NFKBIA NR1H2 NR1H3 PLTP PON1 PPARG PTCH1 RXRA SIRT1 TREM2 ZDHHC8 GOBP_POSITIVE_REGULATION_OF_CHOLESTEROL_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CHOLESTEROL_METABOLIC_PROCESS ABCG1 ABCG4 APOA1 APOE CES1 CYP7A1 FGF1 LDLRAP1 MIR182 MIR96 PRKAA1 SCAP SREBF1 SREBF2 STARD4 GOBP_POSITIVE_REGULATION_OF_CHOLESTEROL_STORAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CHOLESTEROL_STORAGE APOB CD36 EHD1 LPL MIR144 MSR1 SCARB1 SREBF2 GOBP_POSITIVE_REGULATION_OF_CHONDROCYTE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CHONDROCYTE_DIFFERENTIATION ACVRL1 BMP6 BMPR1B FGF18 GDF5 GDF6 GLI3 HOXA11 LOXL2 MUSTN1 PKDCC PRKG2 RUNX2 SMAD3 SMAD7 SOX5 SOX6 SOX9 ZBTB16 ZNF219 GOBP_POSITIVE_REGULATION_OF_CHONDROCYTE_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CHONDROCYTE_PROLIFERATION COMP LEF1 LTF MUSTN1 PBXIP1 SIRT6 SIX2 SOX9 GOBP_POSITIVE_REGULATION_OF_CHROMATIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CHROMATIN_BINDING CDT1 DDX11 DTX3L GMNN HMBOX1 KDM4D MED25 PARP9 ZNF618 GOBP_POSITIVE_REGULATION_OF_CHROMATIN_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CHROMATIN_ORGANIZATION ATF7IP ATF7IP2 CDK2 MORC2 MPHOSPH8 PPHLN1 RESF1 SETDB1 SETDB2 TAL1 TASOR TPR TRIM28 ZNF304 GOBP_POSITIVE_REGULATION_OF_CHROMOSOME_CONDENSATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CHROMOSOME_CONDENSATION NCAPD2 NCAPD3 NCAPG NCAPG2 NCAPH NCAPH2 SMC2 SMC4 GOBP_POSITIVE_REGULATION_OF_CHROMOSOME_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CHROMOSOME_ORGANIZATION ACD ACTL6A ACTR5 ACTR8 ATF7IP ATF7IP2 ATM ATR ATRX AURKB BUB1 CCT2 CCT3 CCT4 CCT5 CCT6A CCT7 CCT8 CDK1 CDK2 CTNNB1 DDX11 DHX36 DKC1 ERCC1 FBXO4 FEN1 GNL3 GTF2H2 HMBOX1 HNRNPA1 HNRNPA2B1 HNRNPD INO80 INO80B INO80C INO80D INO80E KAT5 LIG4 MACROH2A1 MAD2L1BP MAP2K7 MAP3K4 MAPK1 MAPK15 MAPK3 MAPKAPK5 MCRS1 MORC2 MPHOSPH8 MRE11 NABP2 NAF1 NBN NCAPD2 NCAPD3 NCAPG NCAPG2 NCAPH NCAPH2 NEK2 NEK7 NFRKB NSMCE2 NUMA1 PARN PKIB PML PNKP POT1 PPHLN1 PPP1R10 PRAP1 PRKCQ RAD21 RAD50 RESF1 RTEL1 RUVBL1 RUVBL2 SETDB1 SETDB2 SHCBP1L SIRT6 SLF1 SLF2 SLX1A SLX1B SLX4 SMC2 SMC4 SMC5 TAL1 TASOR TCP1 TERF1 TERF2 TERF2IP TFPT TINF2 TNKS TNKS2 TPR TRIM28 UCHL5 XRCC5 YY1 ZNF304 GOBP_POSITIVE_REGULATION_OF_CHROMOSOME_SEGREGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CHROMOSOME_SEGREGATION AURKB BECN1 BIRC5 CCNB1 CDC6 CDCA8 CDK1 HNRNPU INCENP KAT2B KAT5 MAD2L1BP NCAPD2 NCAPD3 NCAPG NCAPG2 NCAPH NCAPH2 NUMA1 PRAP1 RAD18 RCC2 SIRT2 SMC2 SMC4 SMC5 SMC6 GOBP_POSITIVE_REGULATION_OF_CHROMOSOME_SEPARATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CHROMOSOME_SEPARATION ANAPC11 ANAPC5 ANAPC7 AURKB BIRC5 CDC16 CDC20 CDC23 CDCA8 CUL3 DLGAP5 ESPL1 INCENP MAD2L1BP MAPK15 NCAPD2 NCAPD3 NCAPG NCAPG2 NCAPH NCAPH2 NSMCE2 NUMA1 PLSCR1 PRAP1 RB1 SMC2 SMC4 UBE2C GOBP_POSITIVE_REGULATION_OF_CILIUM_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CILIUM_ASSEMBLY ARHGAP35 ATMIN BBS4 CCDC88A CCP110 CENPJ CEP120 CEP135 CROCC DZIP1 ENTR1 FUZ GSK3B HAP1 HTT IFT20 IFT88 KCTD17 MARK4 MNS1 PPP1R35 RP1 SAXO1 SEPTIN7 SEPTIN9 TAPT1 WRAP73 ZMYND10 GOBP_POSITIVE_REGULATION_OF_CILIUM_MOVEMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CILIUM_MOVEMENT CCR6 CFAP69 DEFB1 IQCF1 PGAM4 PRDM14 RNASE10 TAC4 TACR1 TACR2 TACR3 TTLL6 GOBP_POSITIVE_REGULATION_OF_CIRCADIAN_RHYTHM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CIRCADIAN_RHYTHM ADORA2A BMAL1 BMAL2 BTRC CLOCK CRH FBXW11 GHRH GHRL KAT5 MTNR1B NKX2-1 NLGN1 NPS PRKG1 RORA RORC THRAP3 GOBP_POSITIVE_REGULATION_OF_COAGULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_COAGULATION ANO6 APOH CD36 CPB2 DMTN EMILIN1 EMILIN2 ENPP4 F12 F2 F2R F3 F7 HPSE HRG NFE2L2 PLAT PLAU PLG PRDX2 PSEN1 SERPINE1 SERPINF2 ST3GAL4 TBXA2R THBD THBS1 USF1 VKORC1 VTN GOBP_POSITIVE_REGULATION_OF_COA_TRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_COA_TRANSFERASE_ACTIVITY AGT AGTR1 APOA1 APOA2 APOA4 APOE CHRNA7 DBI GOBP_POSITIVE_REGULATION_OF_COLD_INDUCED_THERMOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_COLD_INDUCED_THERMOGENESIS ACADL ACHE ACSL1 ADCYAP1 ADIPOQ ADIPOR1 ADIPOR2 ADRB1 ADRB2 ADRB3 ALMS1 ALPL APC APPL2 BSCL2 CAV1 CCR2 CD36 CEBPB CMKLR1 CNOT3 CPT2 CXCR4 DBH DECR1 DIO2 DYNC1H1 EBF2 EHMT1 ELOVL3 ELOVL6 EPAS1 ESRRG FABP4 FABP5 FFAR4 FGF21 FH G0S2 GADD45G GATM GHRL GJA1 GNAS GPR3 GRB10 HADH HCRT HDAC3 HSF1 IGF1R IL13 IL18 IL4 IL4R IRF4 JAK2 KDM1A KDM3A KDM6B KSR2 LCN2 LEP LEPR LETMD1 LPIN1 MFAP2 MFN2 OGT OMA1 OXT OXTR PDGFC PEMT PER2 PHOX2B PLAC8 PPARGC1A PPARGC1B PRDM16 PRKAB1 PRKAB2 PRLR PTH2R SCD SFXN5 SIRT6 SLN SMARCA4 STAT6 SYK THRA TRPM8 TRPV2 TSHR UCP1 UCP2 VEGFA YBX2 ZBTB7B ZNF516 GOBP_POSITIVE_REGULATION_OF_COLLAGEN_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_COLLAGEN_METABOLIC_PROCESS AMELX BMP4 CBX8 CREB3L1 DDR2 ENG F2 F2R HDAC2 IHH INHBA ITGA2 LARP6 MIR149 MYB RGCC RUNX1 SCX SERPINB7 SERPINF2 SUCO TGFB1 TGFB3 UCN VIM VSIR WNT4 GOBP_POSITIVE_REGULATION_OF_COLLATERAL_SPROUTING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_COLLATERAL_SPROUTING BDNF CRABP2 EFNA5 IST1 LPAR3 NGF RND2 SEMA4D WNT3 WNT3A GOBP_POSITIVE_REGULATION_OF_COMPLEMENT_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_COMPLEMENT_ACTIVATION C3 CR1 IL1B MIR520B MIR520E PHB1 TREM2 GOBP_POSITIVE_REGULATION_OF_CONNECTIVE_TISSUE_REPLACEMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CONNECTIVE_TISSUE_REPLACEMENT MIR15B MIR16-1 MIR17 MIR195 MIR199A1 MIR214 MIR34A MIR34B MIR34C PPP3CA ROCK1 ROCK2 GOBP_POSITIVE_REGULATION_OF_CORTICOSTEROID_HORMONE_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CORTICOSTEROID_HORMONE_SECRETION BMP6 C1QTNF1 CRH DAB2 GAL GALR1 GHRL GOBP_POSITIVE_REGULATION_OF_CREB_TRANSCRIPTION_FACTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CREB_TRANSCRIPTION_FACTOR_ACTIVITY ADCY1 ADCY8 CAMK1D CD200 CRTC1 CRTC2 CRTC3 EPHA5 LPAR5 LRP8 OPRD1 RELN RPS6KA4 RPS6KA5 SYT14P1 TSSK4 GOBP_POSITIVE_REGULATION_OF_CYCLASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CYCLASE_ACTIVITY ACR ADCYAP1 ADORA2B ADORA3 ADRB2 ADRB3 AKAP5 AVPR2 CACNA1C CACNA1D CALCR CAP1 CAP2 CRHR1 DRD1 DRD5 EDNRA ENSG00000290147 FSHR GIPR GLP1R GUCA1A LGR4 LGR5 LHCGR MAPK14 MAPK3 MAPK8 NF1 NOS1 NOS2 NOS3 ORAI1 P2RY11 RAF1 RXFP1 RXFP2 STIM1 TMIGD3 TSHR GOBP_POSITIVE_REGULATION_OF_CYCLIN_DEPENDENT_PROTEIN_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CYCLIN_DEPENDENT_PROTEIN_KINASE_ACTIVITY ADAM17 AKT1 CCND1 CCND2 CCND3 CCNY EGFR HSP90AB1 MAPRE3 PKD1 PKD2 PROX1 PSMD10 PSRC1 RGCC SPDYA STOX1 TTBK1 GOBP_POSITIVE_REGULATION_OF_CYCLIN_DEPENDENT_PROTEIN_SERINE_THREONINE_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CYCLIN_DEPENDENT_PROTEIN_SERINE_THREONINE_KINASE_ACTIVITY ADAM17 AKT1 CCND1 CCND2 CCND3 CCNY EGFR MAPRE3 PKD1 PKD2 PROX1 PSMD10 PSRC1 RGCC SPDYA GOBP_POSITIVE_REGULATION_OF_CYSTEINE_TYPE_ENDOPEPTIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CYSTEINE_TYPE_ENDOPEPTIDASE_ACTIVITY ACER2 ACVR1C AIFM1 AIM2 ANP32B APAF1 ARL6IP5 ASPH ATP2A3 BAD BAK1 BAX BBC3 BCAP31 BCL10 BCL2L10 BCL2L13 BID BLID BOK CARD8 CARD9 CASC2 CASP1 CASP10 CASP2 CASP8 CASP8AP2 CASP9 CIDEB CLEC7A COL4A3 CRADD CTSD CYCS CYFIP2 DAP DAPK1 DDX3X DIABLO DLC1 EGLN3 EIF2AK3 F2R F3 FADD FAM162A FAS FASLG FIS1 FOXL2 FYN GPER1 GRAMD4 GRIN1 GRIN2A GRIN2B GSN HIP1 HIP1R HMGB1 HSPD1 HSPE1 HTRA2 IFI16 IFT57 JAK2 KHDC1 KHDC1L LAPTM5 LCK LGALS9 LGMN MALT1 MAP3K5 MAPT MEFV MIR15A MIR27B MTCH1 MUL1 MYC NDUFA13 NGFR NKX3-1 NLRC4 NLRP1 NLRP12 NLRP2 NLRP3 NOD1 NODAL PDCD2 PDCD5 PDCD6 PERP PIDD1 PMAIP1 PPARG PPM1F PRR7 PYCARD RACK1 REST RFPL1 RIPK2 ROBO1 RPS27L RPS3 S100A8 S100A9 SENP1 SIRT1 SLC22A2 SMAD3 SNCA SOX7 ST18 ST20 SYK TBC1D10A TNF TNFSF10 TNFSF15 TTBK1 UACA USP50 VCP XDH GOBP_POSITIVE_REGULATION_OF_CYSTEINE_TYPE_ENDOPEPTIDASE_ACTIVITY_INVOLVED_IN_APOPTOTIC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CYSTEINE_TYPE_ENDOPEPTIDASE_ACTIVITY_INVOLVED_IN_APOPTOTIC_SIGNALING_PATHWAY FAS GSN HTRA2 JAK2 LGALS9 PRR7 ST18 GOBP_POSITIVE_REGULATION_OF_CYTOKINESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CYTOKINESIS AURKB AURKC BIRC5 CDC14A CDC14B CDC14C CDC25B CDC42 CDC6 CDCA8 CENPV CHMP3 CIT CSPP1 CUL3 CXCR5 DRD2 DRD3 ECT2 GIPC1 IGF1R INCENP KIF14 KIF20B KIF23 KIF3B MAP10 MRGPRX2 NUP62 OPN1LW OPN1MW OPN1MW2 OR1A2 OR2A4 PKN2 PKP4 POLDIP2 PRKCE RACGAP1 RHOA RXFP3 SPAST SSTR5 SVIL TAS1R2 TAS2R13 WNK1 GOBP_POSITIVE_REGULATION_OF_CYTOKINE_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CYTOKINE_PRODUCTION ABCC8 ABL1 ADAM17 ADAM8 ADCYAP1 ADIPOQ ADORA2B ADRA2A AFAP1L2 AGER AGPAT1 AGPAT2 AGT AIF1 AIM2 AIRE AKAP12 AKIRIN2 ALOX15B ANXA1 APOA2 APP APPL1 ARFGEF2 ARHGEF2 ARID5A ARNT ARRDC4 ATF2 ATF4 ATP6AP2 AZU1 B2M BATF BCL10 BCL3 BMPR1A BRCA1 BTK BTN3A1 BTN3A2 C1QTNF3 C1QTNF4 C3 C3AR1 C5 C5AR1 CADM1 CAMK4 CARD11 CARD8 CARD9 CASP1 CASP8 CCBE1 CCDC88B CCL1 CCL19 CCL3 CCR2 CCR7 CD14 CD160 CD2 CD200 CD226 CD244 CD274 CD276 CD28 CD34 CD36 CD3E CD4 CD40 CD40LG CD46 CD55 CD58 CD6 CD74 CD80 CD81 CD83 CD84 CD86 CEACAM20 CEBPB CEBPG CGAS CHI3L1 CHIA CHUK CLEC4E CLEC5A CLEC6A CLEC7A CLEC9A CLECL1P CLNK CLU CRLF2 CRTAM CSF1R CSF2 CX3CL1 CXCL17 CYBA CYBB CYP1B1 CYRIB DDIT3 DDT DDX1 DDX21 DDX3X DEFA5 DEFB124 DENND1B DHX33 DHX36 DHX58 DHX9 DRD2 EBI3 EGR1 EIF2AK2 EIF2AK3 ELANE EPHB2 EPX EREG F2R F2RL1 F3 FADD FCER1G FCGR3A FCN1 FERMT1 FFAR2 FFAR3 FGR FLOT1 FLT4 FOXP1 FOXP3 FRMD8 FZD5 G3BP1 GAPDH GARIN5A GATA3 GATA4 GATA6 GBP5 GDF2 GLMN GPRC5B GPSM3 GSDMD H19 HAVCR2 HDAC2 HEG1 HGF HHLA2 HIF1A HILPDA HK1 HLA-A HLA-DPA1 HLA-DPB1 HLA-E HLA-F HLA-G HMGB1 HMGB2 HMHB1 HMOX1 HPSE HRAS HSP90AA1 HSPA1A HSPA1B HSPB1 HSPD1 HTR2B HYAL2 IDO1 IFI16 IFIH1 IFNG IFNGR1 IFNL1 IGHD IKBKE IL10 IL12A IL12B IL12RB1 IL12RB2 IL13 IL15 IL16 IL17A IL17B IL17D IL17F IL17RA IL17RC IL18 IL18R1 IL1A IL1B IL1R1 IL1RAP IL1RL1 IL1RL2 IL2 IL20RB IL21 IL23A IL23R IL26 IL27 IL27RA IL33 IL36A IL4 IL4R IL6 IL6R IL6ST IL7 IL9 INAVA INS IRAK1 IRAK3 IRF1 IRF3 IRF4 IRF5 IRF7 IRF8 ISG15 ISL1 ITK JAK2 KAT2A KCNQ1OT1 KIR2DL4 KIT KLRC4-KLRK1 KLRF2 KLRK1 KPNA6 LACC1 LAMTOR5 LAPTM5 LBP LEP LGALS9 LILRA2 LILRA5 LILRB1 LILRB2 LPL LRRK2 LTA LTB LUM LURAP1 LY9 LY96 MALT1 MAP3K7 MAPK11 MAPK13 MAPK14 MAPK9 MAPKAPK2 MAVS MBP MCOLN2 MDK MEFV MIF MIR132 MIR144 MIR145 MIR149 MIR17 MIR182 MIR206 MIR21 MIR27B MIR324 MIR657 MIR675 MIR92A1 MMP12 MMP8 MYB MYD88 NAIP NFAM1 NFATC4 NLRC4 NLRP1 NLRP10 NLRP12 NLRP2 NLRP3 NLRP9 NMB NMBR NOD1 NOD2 NODAL NOS2 NOX1 NOX5 NR1H4 NR4A3 OAS1 OAS2 OAS3 ORM1 ORM2 OSM P2RX7 PAEP PANX1 PANX2 PANX3 PARK7 PDE4B PDE4D PELI1 PF4 PHB1 PIBF1 PIK3CD PIK3CG PIK3R1 PLA2G1B PLA2G3 PLA2R1 PLCB1 PLCG2 PNP POLR3A POLR3B POLR3C POLR3D POLR3F POLR3G POSTN POU2AF1 POU2F2 PQBP1 PRG2 PRG3 PRKCQ PRKCZ PRKD2 PSEN1 PTAFR PTGER4 PTGS2 PTPN11 PTPN22 PTPRC PTPRJ PYCARD PYDC1 RAB1A RAB2B RAB7B RAD21 RAET1G RARA RASGRP1 RBM47 RELA RFTN1 RGCC RIGI RIOK3 RIPK1 RIPK2 RNF135 ROCK2 RORA RPS3 RSAD2 RUNX1 S100A13 SAA1 SASH3 SCAMP5 SCIMP SCRIB SELENOK SEMA7A SERPINB7 SERPINE1 SERPINF2 SETD2 SETD4 SIGLEC16 SIRT1 SLAMF1 SLAMF6 SLC11A1 SLC7A5 SMAD3 SOD1 SORL1 SPHK1 SPHK2 SPN SPON2 SPTBN1 SRC STAT1 STAT3 STAT5B STING1 STMP1 STOML2 SULF1 SULF2 SYK TANK TBK1 TBX21 TGFB1 THBS1 TICAM1 TICAM2 TIGIT TIRAP TLR1 TLR2 TLR3 TLR4 TLR5 TLR6 TLR7 TLR8 TLR9 TMED10 TMEM106A TMF1 TMIGD2 TNF TNFRSF14 TNFRSF8 TNFSF4 TNXB TOMM70 TRAF2 TRAF3 TRAF3IP3 TRAF6 TREM2 TRIM15 TRIM16 TRIM27 TRIM32 TRIM56 TRIM6 TRIM65 TRPV4 TSLP TUSC2 TWIST1 TXK TYK2 TYROBP UCN UNC93B1 USP50 VTCN1 WNT11 WNT3A WNT5A XBP1 XCL1 XIAP ZBTB20 ZBTB7B ZC3HAV1 ZCCHC3 ZFPM1 ZNF580 ZP3 GOBP_POSITIVE_REGULATION_OF_CYTOKINE_PRODUCTION_INVOLVED_IN_IMMUNE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CYTOKINE_PRODUCTION_INVOLVED_IN_IMMUNE_RESPONSE ARID5A B2M BCL10 CAMK4 CARD9 CD160 CD226 CD36 CD55 CD74 CD81 CLEC7A CLNK DDX1 DDX21 DENND1B DHX36 F2RL1 FFAR2 FFAR3 FZD5 GATA3 GPRC5B HK1 HLA-A HLA-E HLA-F HLA-G IL18 IL18R1 IL1B IL1R1 IL4 IL6 INAVA IRF5 KIR2DL4 KIT LACC1 LAPTM5 LILRB1 MALT1 MAP3K7 MAPKAPK2 MAVS MIF MYD88 NLRP3 NOD1 NOD2 NR4A3 P2RX7 PANX1 PLCG2 PRKCZ PYCARD RAET1G RIGI RIPK2 RSAD2 SASH3 SCIMP SEMA7A SIRT1 SLAMF1 SLC7A5 SPHK2 SPON2 SYK TBX21 TICAM1 TICAM2 TLR3 TLR4 TLR7 TNFRSF14 TNFSF4 TRAF2 TRAF6 TRIM6 WNT5A XCL1 GOBP_POSITIVE_REGULATION_OF_CYTOKINE_PRODUCTION_INVOLVED_IN_INFLAMMATORY_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CYTOKINE_PRODUCTION_INVOLVED_IN_INFLAMMATORY_RESPONSE APPL1 CARD9 CD6 CLEC7A GBP5 GPSM3 H19 HIF1A IL17A IL17B IL17D IL17F IL17RA IL17RC IL6 KPNA6 MAPK9 MIR17 MIR21 MIR324 MIR675 MYD88 NOD2 PLA2G3 STAT3 TICAM1 TICAM2 TLR3 TLR4 TLR6 TNF GOBP_POSITIVE_REGULATION_OF_CYTOPLASMIC_MRNA_PROCESSING_BODY_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CYTOPLASMIC_MRNA_PROCESSING_BODY_ASSEMBLY CNOT1 CNOT2 CNOT6 CNOT6L PAN2 PAN3 GOBP_POSITIVE_REGULATION_OF_CYTOPLASMIC_TRANSLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CYTOPLASMIC_TRANSLATION CNBP CSDE1 DHX36 DHX9 HNRNPD HNRNPU IGF2BP1 LIN28A PABPC1 PAIP1 PKM SYNCRIP YBX1 YBX3 ZCCHC13 GOBP_POSITIVE_REGULATION_OF_CYTOPLASMIC_TRANSLATIONAL_INITIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CYTOPLASMIC_TRANSLATIONAL_INITIATION METTL3 MTOR NCK1 SH3BGRL YTHDF2 GOBP_POSITIVE_REGULATION_OF_CYTOPLASMIC_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CYTOPLASMIC_TRANSPORT DAB2 EIPR1 EZR MAP2 MECP2 MSN MTMR2 NF2 PRKN PTPN23 RAB21 RDX SORL1 TRIM46 VPS11 GOBP_POSITIVE_REGULATION_OF_CYTOSKELETON_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CYTOSKELETON_ORGANIZATION ABI2 ABL1 ACTN2 ADD3 AKAP9 ALOX15 ANKRD53 APOA1 ARF6 ARHGEF10 ARHGEF10L ARHGEF15 ARHGEF5 ARL2 ARPC2 BAG4 BAIAP2 BAIAP2L1 BAIAP2L2 BIN1 BMP10 BRAF BRK1 C15orf62 CARMIL1 CARMIL2 CAV3 CCDC88A CCL11 CCL21 CCL24 CCL26 CCN2 CCR7 CD47 CDC42 CDC42EP1 CDC42EP2 CDC42EP3 CDC42EP4 CDC42EP5 CDK5R1 CDK5RAP2 CDKN1B CENPJ CEP120 CEP295 CFL2 CKAP5 CLASP1 CLIP1 CRACD CSF3 CTTN CX3CL1 CYFIP1 DCTN1 DLG1 DRG1 DSTN DYNC1H1 EDN1 EPHA1 EVL F2RL1 FCHSD1 FCHSD2 FER FERMT2 FES FHOD1 FLNA FMN1 GIT1 GPR65 GPSM2 GRB2 GSN HCK HSPA1A HSPA1B ITGB1BP1 KATNB1 KATNBL1 KIRREL1 LIMCH1 LIMK1 LMOD1 LMOD2 LPAR1 MAGEL2 MAP1B MAPK15 MAPRE1 MAPT MECP2 MET MIR1-1 MLST8 MTOR MTSS1 MYLK3 MYOC NAV3 NCK1 NCK2 NCKAP1 NCKAP1L NES NF2 NPHS1 NRP1 NUMA1 NUP62 OCLN P2RX7 PAK1 PDE4DIP PDXP PFDN2 PFN1 PFN2 PFN3 PLEK PLK4 PLXNA3 PPM1E PPM1F PPP1R35 PRKCE PRKD1 PROX1 PSRC1 PTK2B PXN PYCARD RAC1 RAPGEF3 RGCC RHOA RHOC RICTOR ROCK2 RPS3 S100A10 SASS6 SCIN SDC4 SEMA5A SERPINF2 SFRP1 SLAIN1 SLAIN2 SMAD3 SNX9 SORBS3 SPAG5 SPAST STIL STMN2 SWAP70 SYNPO SYNPO2 SYNPO2L TACR1 TENM1 TESK1 TGFB3 TGFBR1 TOGARAM1 TPM1 TRIM27 TRPV4 VASP VIL1 VPS4B WASF1 WASF2 WASF3 WASHC2C WDR1 WHAMM WNT11 WNT4 GOBP_POSITIVE_REGULATION_OF_CYTOSOLIC_CALCIUM_ION_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_CYTOSOLIC_CALCIUM_ION_CONCENTRATION ABL1 ABL2 ACKR2 ACKR3 ACKR4 ADCY5 ADCY8 ADCYAP1 ADCYAP1R1 ADM ADRA1A ADRA1B ADRA1D AGTR1 AVP AVPR1A AVPR1B BAK1 BAX BCAP31 BCL2 BDKRB1 BDKRB2 C1QTNF1 C3AR1 C5AR1 C5AR2 CACNA1A CACNA1C CACNA2D1 CACNB3 CALCA CALCR CAV1 CAV3 CCKBR CCL1 CCL28 CCR1 CCR10 CCR2 CCR3 CCR4 CCR5 CCR6 CCR7 CCR8 CCR9 CCRL2 CD24 CD36 CD38 CD52 CD55 CHRNA10 CHRNA9 CIB2 CMKLR1 CX3CR1 CXCL13 CXCR1 CXCR2 CXCR3 CXCR4 CXCR5 CXCR6 CYSLTR1 DLG4 EDN1 EDN2 EDNRA EDNRB EPO ESR1 F2R F2RL1 FFAR1 FFAR4 FIS1 FKBP1B FPR1 FPR2 FPR3 GALR1 GALR2 GATA1 GATA2 GHRL GIPR GLP1R GNA13 GNAT2 GNG3 GPER1 GPR32 GPR32P1 GPR33 GPR35 GPR6 GRIN1 HCRT HMGB1 HRH4 HTR2A IAPP IL2 ITGAV ITPR3 JAK2 JPH1 JPH2 JPH3 JPH4 KISS1 KNG1 LHCGR LPAR1 LPAR2 LPAR3 LRP6 MCHR1 MIR199A1 NMB NMUR2 NOS1 NPTN OXTR P2RX2 P2RX3 P2RX4 P2RX5 P2RX7 P2RY1 P2RY4 PIK3CG PKD1 PKD2 PLA2G1B PLCE1 PLCZ1 PML PRKG1 PROK2 PTGDR PTGER1 PTGER2 PTGER3 PTGER4 PTGFR PTGIR PTK2B RIC3 RYR2 S1PR3 S1PR4 SAA1 SELENOT SLC8A1 SPINK1 SPPL3 SWAP70 TAC1 TAC4 TACR1 TBXA2R TMBIM6 TRPC3 TRPC5 TRPC6 TRPM4 TRPV1 TRPV4 XCR1 GOBP_POSITIVE_REGULATION_OF_DEFENSE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_DEFENSE_RESPONSE ABCC1 ACOD1 ADAM8 ADORA2B AGT AGTR1 AIM2 AKIRIN2 ALOX5AP ALPK1 ANKRD17 AP1G1 AP3B1 APP APPL1 APPL2 ARG1 ARRB2 ATAT1 BCL10 BIRC2 BIRC3 BPIFB1 BRCC3 BTK C1QBP C2CD4A C2CD4B C3 CACTIN CADM1 CAMK2N1 CARD8 CARD9 CASP1 CASP4 CASP6 CAV1 CCL1 CCL24 CCL3 CCL5 CCN4 CCR2 CCR7 CD14 CD160 CD1D CD226 CD28 CD300A CD300LF CD36 CD40 CD47 CD81 CEBPA CEBPB CGAS CHUK CLEC4E CLEC6A CLEC7A CLNK CLOCK CLPB CNR1 COLEC10 COLEC11 COLEC12 CPTP CREB3L3 CREBBP CRTAM CSNK1A1 CTSC CTSS CX3CL1 CYBA CYLD DAB2IP DDT DDX3X DDX60 DEFB114 DHX33 DHX58 DHX9 ECSIT EIF2AK2 EMILIN1 EMILIN2 EP300 EPG5 ERBIN EREG ESR1 ETS1 F2RL1 FABP4 FADD FBXL2 FCGR1A FCN1 FCN2 FCN3 FCRL3 FEM1A FFAR2 FFAR3 FLOT1 FLOT2 FOSL1 FPR2 FYN GBP2 GBP5 GFI1 GPATCH3 GPR108 GPR4 GPRC5B GPS2 GPSM3 GRAMD4 GRN GRP GRPR GSDMD HAVCR2 HCK HEXIM1 HLA-E HLA-F HLA-G HMGB1 HMGB2 HPX HSP90AA1 HSPA1A HSPA1B HSPA8 HSPD1 HYAL2 IDO1 IFI16 IFI35 IFIH1 IFNB1 IFNG IFNK IKBKB IKBKE IL12A IL12B IL15 IL16 IL17A IL17F IL17RA IL18 IL18RAP IL1B IL1RL1 IL2 IL21 IL23A IL33 IL6 IL6ST INAVA IPO5 IRAK1 IRAK2 IRAK3 IRAK4 IRF1 IRF3 IRF4 IRF7 IRGM ITCH KARS1 KCNJ8 KIR2DL4 KIR2DS2 KLK3 KLK5 KLK7 KLRC1 KLRC2 KLRC3 KLRC4 KLRC4-KLRK1 KLRD1 KLRK1 LACC1 LAG3 LAMP1 LBP LDLR LGALS1 LGALS2 LGALS9 LGR4 LILRA2 LILRA4 LILRA5 LPL LRCH4 LRRC14 LRRC19 LRRK2 LRSAM1 LSM14A LTA LTF LY96 LYN MAP2K6 MAP3K7 MAPK13 MAPK3 MAPK8 MAPKAPK2 MAPKAPK3 MARK4 MATR3 MAVS MBL2 MDK MED1 MEF2C MEFV MFHAS1 MGST2 MIR126 MIR128-1 MIR140 MIR142 MIR144 MIR146A MIR149 MIR17 MIR181B1 MIR19A MIR206 MIR20A MIR21 MIR22 MIR520B MIR520E MIR708 MIR92A1 MMP12 MMP8 MMRN2 MNDA MYD88 NAGK NAGLU NAIP NAPEPLD NCR3 NEAT1 NECTIN2 NEK7 NFKBIA NFKBIL1 NFKBIZ NINJ1 NKG7 NLRC3 NLRC4 NLRC5 NLRP1 NLRP10 NLRP12 NLRP2B NLRP3 NLRP6 NLRX1 NMI NOD1 NOD2 NONO NOP53 NPAS2 NPLOC4 NPY5R NR1D1 NR1H3 NR1H4 NUPR1 OAS1 OAS3 OASL OPTN OSM OSMR OTUD4 OTULIN PAK1 PAK2 PAK3 PARK7 PARP9 PDCD4 PDE2A PDPK1 PELI1 PENK PGC PHB1 PHB2 PIK3AP1 PIK3CG PIK3R1 PJA2 PLA2G2A PLA2G3 PLA2G5 PLA2G7 PLCG2 PLSCR1 POLR3B POLR3C POLR3D POLR3F POLR3G PPP2CA PQBP1 PRKCE PRKD1 PRKDC PSPC1 PTGER3 PTGER4 PTGS2 PTPN22 PTPRS PUM1 PUM2 PVR PYCARD PYDC1 PYDC2 PYDC5 PYHIN1 RAB11FIP2 RAB7B RAET1E RAET1G RASGRP1 RBM14 RBM47 REG3G RELA RFTN1 RIGI RIOK3 RIPK1 RIPK2 RNF125 RNF135 RNF185 RNF31 RPS19 RPS6KA3 RSAD2 RTN4 S100A12 S100A14 S100A8 S100A9 SARM1 SCARA3 SCIMP SEC14L1 SERPINE1 SETD4 SFPQ SH2D1A SH2D1B SIGLEC16 SIN3A SIRT2 SLAMF6 SLC15A2 SLC15A3 SLC15A4 SLC46A2 SMPDL3B SNCA SNX4 SPI1 SRC STAP1 STAT5B STING1 STMP1 SUCNR1 SYK TAFA3 TARBP2 TASL TBK1 TGFB1 TICAM1 TICAM2 TIFA TIRAP TKFC TLR1 TLR10 TLR2 TLR3 TLR4 TLR5 TLR6 TLR7 TLR8 TLR9 TMEM126A TNF TNFAIP3 TNFRSF11A TNFRSF1A TNFSF11 TNFSF18 TNFSF4 TNIP1 TNIP2 TNIP3 TOMM70 TRADD TRAF3 TRAF6 TREM2 TREML4 TRIL TRIM11 TRIM15 TRIM25 TRIM3 TRIM31 TRIM41 TRIM5 TRIM56 TRIM6 TRIM62 TRPV4 TSLP TSPAN6 TTBK1 TXK TYRO3 TYROBP UBE2K UBQLN1 UCN UFD1 UNC93B1 USP15 USP17L2 USP27X USP29 USP50 VAMP7 VAMP8 VAV1 WDFY1 WNT5A XIAP XRCC5 XRCC6 ZBP1 ZCCHC3 ZDHHC12 ZDHHC5 ZNFX1 ZNRF1 ZNRF4 ZP3 GOBP_POSITIVE_REGULATION_OF_DEFENSE_RESPONSE_TO_BACTERIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_DEFENSE_RESPONSE_TO_BACTERIUM CYBA EMILIN1 EMILIN2 F2RL1 GRN HAVCR2 KLK3 KLK5 KLK7 MMRN2 NLRP10 NOD2 PGC SIGLEC16 GOBP_POSITIVE_REGULATION_OF_DEFENSE_RESPONSE_TO_VIRUS_BY_HOST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_DEFENSE_RESPONSE_TO_VIRUS_BY_HOST AIM2 APOBEC3F APOBEC3G CGAS DTX3L EIF2AK4 HSP90AA1 IL12B IL12RB1 IL23A IL23R IL27 IL4 LILRB1 MAVS PARP9 PQBP1 PTPN22 PYCARD RIGI SELENOK SIN3A STAT1 STING1 TOMM70 TRAF3IP2 TRIM22 TRIM44 TRIM6 ZC3H12A ZDHHC1 ZDHHC11 GOBP_POSITIVE_REGULATION_OF_DENDRITE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_DENDRITE_DEVELOPMENT ABL1 ALK BMP5 BMP7 COBL CYFIP1 DAB2IP ELAVL4 EZH2 KHDC3L LRP8 PACSIN1 PTN TMEM106B VLDLR ZDHHC15 GOBP_POSITIVE_REGULATION_OF_DENDRITIC_CELL_ANTIGEN_PROCESSING_AND_PRESENTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_DENDRITIC_CELL_ANTIGEN_PROCESSING_AND_PRESENTATION CCL19 CCL21 CCR7 CD74 NOD1 NOD2 SLC11A1 GOBP_POSITIVE_REGULATION_OF_DENDRITIC_CELL_CHEMOTAXIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_DENDRITIC_CELL_CHEMOTAXIS C1QBP CALR CCL21 CCR6 CCR7 GAS6 IL12A LGALS9 SLAMF1 SPI1 GOBP_POSITIVE_REGULATION_OF_DENDRITIC_CELL_CYTOKINE_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_DENDRITIC_CELL_CYTOKINE_PRODUCTION CAMK4 CLEC7A DDX1 DDX21 DHX36 KIT MAVS NOD2 PLCG2 RIGI SCIMP TICAM1 TICAM2 GOBP_POSITIVE_REGULATION_OF_DENDRITIC_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_DENDRITIC_CELL_DIFFERENTIATION AGER HMGB1 LGALS1 LGALS3 LGALS9 ZBTB46 GOBP_POSITIVE_REGULATION_OF_DENDRITIC_SPINE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_DENDRITIC_SPINE_DEVELOPMENT APOE ARMCX5-GPRASP2 BAIAP2 C21orf91 CAMK1 CAMK2B CAPRIN1 CAPRIN2 CDKL5 CPEB3 CUX2 DBN1 DHX36 DLG5 EEF2K EIF4G2 EPHB2 FMR1 FOXO6 GPRASP3 IL2 ITPKA LLPH LPAR1 LRP8 MAPK6 MAPKAPK5 MECP2 NEURL1 NLGN1 NLGN2 PAFAH1B1 PSEN1 RELN SHANK1 SHANK3 STAU2 TIAM1 ZMYND8 GOBP_POSITIVE_REGULATION_OF_DENDRITIC_SPINE_MAINTENANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_DENDRITIC_SPINE_MAINTENANCE APOE INS NEDD9 ZMYND8 ZNF804A GOBP_POSITIVE_REGULATION_OF_DENDRITIC_SPINE_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_DENDRITIC_SPINE_MORPHOGENESIS ARMCX5-GPRASP2 BAIAP2 CAMK2B CAPRIN1 CAPRIN2 CUX2 DBN1 DHX36 EEF2K EPHB2 GPRASP3 ITPKA LRP8 PAFAH1B1 RELN STAU2 TIAM1 GOBP_POSITIVE_REGULATION_OF_DEOXYRIBONUCLEASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_DEOXYRIBONUCLEASE_ACTIVITY AKT1 DDX11 PCNA PRKCD RPS3 GOBP_POSITIVE_REGULATION_OF_DEPHOSPHORYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_DEPHOSPHORYLATION ADORA1 AGTR2 AMBRA1 ANKLE2 BMP2 CALM1 CALM2 CALM3 CAMTA1 CD300A CD33 CDCA2 CDH5 CHP2 CNEP1R1 DLC1 FCRL3 GBA1 GNA12 GPLD1 HSP90AB1 IFNG ITGA1 LILRB2 MAGI2 MEF2C MTMR9 MTOR NSMF PDGFRB PIN1 PINK1 PLEK PPIA PPP1R12A PPP1R14D PPP1R15A PPP1R15B PPP1R16B PPP1R7 PPP2R5A PPP2R5D PRKCD PTBP1 PTPA PTPRC RIPK3 ROCK1 SMPD1 SPPL3 SRC TGFB1 GOBP_POSITIVE_REGULATION_OF_DEVELOPMENTAL_GROWTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_DEVELOPMENTAL_GROWTH ACACB ACTN3 ADCY10 ADNP AGR2 AGRN AKAP6 AKT1 ANAPC2 ARX ATP8A2 BASP1 BBS2 BBS4 BCL2 BDNF BMP10 BMPR1A BMPR2 CACNG7 CAPN3 CDH4 CDK1 CDKL5 CHD7 CPNE5 CPNE6 CPNE9 CRABP2 CREB1 CSF1 CXCL12 CXCR4 CYFIP1 DIO3 DISC1 DLL1 DRD2 DSCAM EDN1 EFNA5 EIF4G2 ERBB4 EZR FGF2 FGF8 FGF9 FGFR2 FN1 FOXS1 GATA6 GDI1 GH1 GHR GHRH GHRHR GHRL GHSR GLI1 GOLGA4 GPAM GPR21 HEY2 HLX HOPX IGF1 IGF2 IL7 INSR ISLR2 IST1 ITSN2 L1CAM LEP LIMK1 LPAR3 MACF1 MAP1B MAP3K13 MAPK14 MAPT MECP2 MEF2C MEGF8 MIR17HG MIR199A1 MIR19A MIR19B1 MIR204 MIR208A MIR222 MIR509-1 MIR548C MIR590 MKKS MTM1 MUL1 MYOD1 NEDD4L NGF NIPBL NOTCH1 NRP1 NTN1 PAFAH1B1 PARP2 PEX5 PIM1 PLAA PLCB1 PLS1 POU3F2 POU4F2 PPARD PPIB PRKN PROX1 PUM2 RAG2 RASAL1 RBPJ RIMS1 RIMS2 RND2 RNF157 RPS6KB1 RUFY3 SASH3 SEMA4D SEMA5A SEMA7A SERP1 SHTN1 SLC23A2 SLC6A3 SMAD7 SMO SMURF1 SOX15 SPTBN4 SRF STAT5B SYT1 SYT14P1 SYT17 SYT2 SYT3 SYT4 TBX2 TBX20 TBX5 TGFBR3 TRPC5 TRPV2 TWF2 UNC13A VEGFA VIL1 WNT2 WNT3 WNT3A WT1 YAP1 YBX3 ZFPM2 ZFYVE27 ZP3 GOBP_POSITIVE_REGULATION_OF_DEVELOPMENTAL_PIGMENTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_DEVELOPMENTAL_PIGMENTATION ADAMTS20 ADAMTS9 BAX BCL2 BLOC1S5 BLOC1S6 HPS4 KITLG ZEB2 GOBP_POSITIVE_REGULATION_OF_DEVELOPMENTAL_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_DEVELOPMENTAL_PROCESS AAMDC ABCB10 ABL1 ACACB ACAN ACE ACIN1 ACTB ACTL6A ACTL6B ACTN3 ACVR1 ACVR1B ACVR2A ACVR2B ACVRL1 ADA ADAM12 ADAM8 ADAM9 ADAMTS20 ADAMTS9 ADCY10 ADD1 ADGRB1 ADGRB3 ADGRL1 ADGRV1 ADIG ADIPOQ ADIRF ADM ADM2 ADNP ADRA2B ADRA2C ADRB2 AGER AGGF1 AGO2 AGR2 AGRN AGT AGTR1 AGTR2 AHI1 AKAP6 AKIRIN1 AKT1 AKT3 ALK ALOX15B ALOX5 ALX1 AMBRA1 AMELX AMIGO1 AMIGO2 AMIGO3 AMOT AMTN ANAPC2 ANGPT2 ANGPT4 ANGPTL3 ANGPTL4 ANKRD27 ANKRD54 ANO6 ANXA1 ANXA3 AP3B1 AP3D1 APELA APLNR APOB APOE AQP1 AR ARHGEF2 ARHGEF7 ARID1A ARID1B ARID2 ARID4A ARID4B ARMCX5-GPRASP2 ARNT ARRB2 ARX ASB4 ASCL1 ASIC2 ASPA ASPM ASXL2 ATAD5 ATF4 ATOH1 ATOH8 ATP11A ATP2B1 ATP8A2 ATRAID AURKA AXIN2 AXL B4GALT5 BAD BAIAP2 BAMBI BASP1 BAX BBS2 BBS4 BCAN BCL2 BCL6 BCL7A BCL7B BCL7C BCL9L BDNF BEND6 BICRA BICRAL BIN1 BLOC1S5 BLOC1S6 BMAL1 BMP1 BMP10 BMP2 BMP4 BMP5 BMP6 BMP7 BMPER BMPR1A BMPR1B BMPR2 BNC1 BNIP3 BOC BRAF BRCA1 BRD1 BRD7 BRD9 BRINP1 BRINP2 BRINP3 BRMS1 BRMS1L BTC BTG1 BTK BTN2A2 C1QBP C21orf91 C3 C3AR1 C5AR1 CACNG7 CAMK1 CAMK2B CAMP CAPN2 CAPN3 CAPRIN1 CAPRIN2 CARM1 CASP8 CAV3 CBFB CBLN1 CBLN2 CCBE1 CCDC3 CCL19 CCL24 CCN1 CCN2 CCN4 CCND1 CCR1 CCR3 CD101 CD24 CD27 CD28 CD34 CD36 CD4 CD40 CD46 CD53 CD74 CD80 CD83 CD86 CDC20 CDH4 CDH5 CDK1 CDKL3 CDKL5 CDKN2B CDON CDS1 CDX2 CEACAM1 CEBPA CEBPB CEBPD CELA1 CFL1 CFTR CHD7 CHI3L1 CHODL CHRNA7 CITED2 CLASP1 CLASP2 CLCF1 CLCN2 CLDN5 CLEC7A CLIC1 CLSTN1 CLSTN2 CLSTN3 CMA1 CMKLR1 CNTF COBL COL1A1 CORO1B CORO1C CPEB3 CPNE1 CPNE5 CPNE6 CPNE9 CR1 CRABP2 CRB2 CREB1 CREBL2 CSF1 CSF2 CSF3 CSNK1D CSNK1E CTH CTHRC1 CTNNB1 CTNNBIP1 CTSH CUL7 CUX1 CUX2 CX3CL1 CX3CR1 CXCL12 CXCL8 CXCL9 CXCR2 CXCR4 CYB5D2 CYBB CYFIP1 CYP1B1 CYP26B1 CYP27B1 CYSLTR1 DAB1 DAB2 DAB2IP DAG1 DBN1 DCN DCSTAMP DCT DDAH1 DDHD1 DDHD2 DDR2 DHX36 DHX37 DICER1 DIO3 DISC1 DKK1 DKKL1 DLG4 DLG5 DLL1 DLX1 DLX2 DMRT1 DMRT2 DMRTA2 DNAI3 DNM1L DPF1 DPF2 DPF3 DRD2 DSCAM DUOXA1 DUSP10 DVL1 DVL2 DVL3 ECM1 ECT2 EDN1 EDN3 EEF2K EFEMP2 EFNA5 EFNB2 EGF EGR2 EGR3 EHD1 EHD2 EIF4G1 EIF4G2 ELAPOR2 ELAVL4 ELL3 EMC10 EMILIN1 EMILIN2 EMP2 ENAM ENG ENPP2 EPHA1 EPHA4 EPHB1 EPHB2 EPHB3 EPO ERAP1 ERBB3 ERBB4 ESRRB ETS1 ETV2 ETV4 ETV5 EVI2B EXOSC3 EXOSC6 EZH2 EZR F11R F3 FADD FAIM FAM20C FAM210B FAXDC2 FBN2 FBXO5 FBXW8 FERMT2 FES FEZF1 FEZF2 FFAR4 FGF1 FGF10 FGF18 FGF2 FGF20 FGF8 FGF9 FGFR1 FGFR2 FIS1 FKBP1B FLNA FLOT1 FLRT2 FLRT3 FLT1 FMR1 FN1 FNDC5 FOS FOXA1 FOXA2 FOXC1 FOXC2 FOXD1 FOXG1 FOXJ1 FOXN1 FOXO3 FOXO6 FOXP3 FOXS1 FRS2 FRZB FST FUT1 FZD3 FZD4 FZD9 GAB1 GAL GAS6 GATA1 GATA2 GATA3 GATA4 GATA5 GATA6 GCM1 GCNT2 GDF10 GDF15 GDF2 GDF3 GDF5 GDF6 GDF7 GDI1 GDNF GDPD2 GDPD5 GFAP GH1 GHR GHRH GHRHR GHRL GHSR GJA1 GJC2 GLI1 GLI2 GLI3 GLIPR2 GOLGA4 GPAM GPC1 GPER1 GPM6B GPR21 GPR68 GPRASP3 GPRC5B GREM1 GRID2 GRIP1 GRM5 GRN GSK3B GSX2 HAP1 HAPLN1 HAPLN2 HAPLN3 HAPLN4 HAX1 HCLS1 HDAC1 HDAC2 HDAC6 HES1 HEY2 HEYL HGF HIF1A HIF1AN HIPK1 HIPK2 HK2 HLA-DRA HLA-DRB1 HLA-G HLX HMCES HMG20B HMGA2 HMGB1 HMGB2 HMOX1 HNRNPU HOPX HOXA11 HOXA5 HOXB4 HOXB7 HOXC11 HOXD3 HPSE HSF1 HSP90AB1 HSPA1A HSPA1B HSPB1 HSPB6 HTR2A HTR2C HYAL1 ID2 ID4 IFITM1 IFNG IGF1 IGF1R IGF2 IGFBP3 IHH IL10 IL12B IL12RB1 IL13 IL15 IL15RA IL17A IL18 IL1A IL1B IL1RAP IL1RAPL1 IL1RL2 IL2 IL20 IL23A IL23R IL2RA IL2RG IL33 IL34 IL36B IL4 IL4I1 IL4R IL5 IL6 IL6R IL6ST IL7 IL7R ILK IMPACT ING1 ING2 INHBA INPP5D INS INSM1 INSR IPO7 IQGAP3 IRX3 ISG15 ISL1 ISLR2 IST1 ITGA5 ITGAX ITGB1 ITGB3 ITGB8 ITPKA ITPKB ITSN2 JAG1 JAK1 JAK2 JCAD JMJD8 JUNB JUND JUP KAT2A KAT5 KCTD11 KDF1 KDM1A KDM2B KDM4A KDM5B KDR KHDC3L KIT KITLG KL KLF10 KLF4 KLF5 KLHL25 KMT5B KMT5C KRAS KRT10 KRT17 KRT2 L1CAM LAMA1 LAMA2 LAMB1 LAMB2 LAMC1 LBH LBX2 LEF1 LEP LGALS1 LGALS3 LGALS9 LGR4 LHX1 LIF LIG4 LILRB2 LILRB4 LIMK1 LIN28A LINGO2 LINGO4 LLPH LMO3 LMOD3 LNCPRESS1 LOXL2 LPAR1 LPAR3 LPL LRG1 LRP2 LRP3 LRP5 LRP8 LRRC24 LRRC4B LRRC8A LRRN1 LRRN3 LRRTM1 LRRTM2 LRRTM3 LRTM2 LTA LTBP3 LTF LYN MACF1 MACROH2A1 MACROH2A2 MAD2L2 MAG MAGED1 MALT1 MAML1 MAMSTR MAN2A1 MAP1B MAP2K1 MAP2K2 MAP3K13 MAP3K5 MAP6 MAPK11 MAPK12 MAPK14 MAPK6 MAPK9 MAPKAPK5 MAPT MARCHF5 MCU MDK MDM2 MECP2 MED1 MEDAG MEF2C MEGF8 MESP1 METRN METRNL MFF MICOS10-NBL1 MIEF1 MIEF2 MIR1-1 MIR106A MIR1224 MIR125A MIR125B1 MIR126 MIR130A MIR132 MIR133A1 MIR133B MIR137 MIR140 MIR142 MIR143 MIR145 MIR146A MIR150 MIR17 MIR17HG MIR181A2 MIR181B1 MIR185 MIR18A MIR1908 MIR199A1 MIR199B MIR19A MIR19B1 MIR200C MIR204 MIR206 MIR208A MIR20A MIR20B MIR21 MIR210 MIR214 MIR22 MIR221 MIR222 MIR27A MIR27B MIR29A MIR29B1 MIR30A MIR30B MIR31 MIR342 MIR34A MIR378A MIR424 MIR431 MIR451A MIR486-1 MIR499A MIR509-1 MIR511 MIR519D MIR548C MIR548D1 MIR590 MIR9-1 MIR92A1 MIR99B MIRLET7B MIRLET7G MIXL1 MKKS MLH1 MMD MMD2 MME MMP14 MMRN2 MORF4L2 MPL MRTFB MSH2 MSR1 MSX1 MSX2 MTCH2 MTDH MTM1 MTOR MTURN MUL1 MUSTN1 MYB MYC MYDGF MYF5 MYF6 MYLK3 MYOCD MYOD1 MYOG MYRF NAP1L1 NAP1L2 NAPEPLD NBL1 NCAN NCKAP1L NCOA1 NCOA2 NCOA3 NEDD4L NEDD9 NEFL NELL1 NEURL1 NEUROD1 NEUROD2 NEUROD4 NEUROG1 NEUROG3 NF2 NFATC2 NFE2L2 NFKB1 NFKBID NFKBIZ NGF NGFR NIBAN2 NID1 NIN NINJ1 NIPBL NKAP NKX2-2 NKX2-5 NKX6-1 NKX6-2 NLGN1 NLGN2 NLGN3 NLRP3 NLRP5 NME2 NOCT NODAL NOG NOS3 NOTCH1 NOTCH2 NPNT NPPC NPTN NR1H4 NR2C2 NR2E1 NR5A1 NRCAM NRDC NRG1 NRP1 NRXN1 NSD2 NTN1 NTRK1 NTRK2 NUDT21 NUMA1 NUMB NUMBL OBSL1 OCSTAMP ODAPH OGT OLFM1 OLFM2 OLIG2 OPRM1 OSR1 OSR2 OTP OTX2 OVOL2 OXTR P2RX7 PA2G4 PACSIN1 PAFAH1B1 PAK4 PARP1 PARP2 PARP6 PAX2 PAX6 PAX8 PAXIP1 PBRM1 PCID2 PCK1 PCP4 PDCD6 PDCL3 PDE3A PDE5A PDGFB PDPK1 PDPN PEX5 PF4 PGAM5 PGF PHF10 PHLDB1 PHLDB2 PHOX2B PIAS1 PIEZO1 PIK3CD PIK3R6 PIM1 PINK1 PITHD1 PKDCC PKM PLA2G10 PLA2G2A PLA2G3 PLA2G5 PLAA PLAAT4 PLAG1 PLCB1 PLCG1 PLD6 PLS1 PLXNA1 PLXNA2 PLXNA3 PLXNA4 PLXNB1 PLXNB2 PLXNB3 PLXNC1 PLXND1 PMS2 PNP POU3F2 POU4F1 POU4F2 PPARD PPARG PPARGC1A PPARGC1B PPIB PPP1CC PPP1R13L PPP2R3C PPP3CA PRDM14 PRKAA1 PRKCA PRKCB PRKCH PRKCI PRKCZ PRKD1 PRKD2 PRKDC PRKG2 PRKN PRL PRMT1 PRMT5 PROC PROM1 PROX1 PSEN1 PTCH1 PTCH2 PTGIS PTGS2 PTH PTK2 PTK2B PTN PTPRC PTPRD PTPRZ1 PUM2 PWP1 RAB21 RAB7B RACK1 RAG1 RAG2 RALA RALBP1 RAMP2 RANBP3L RAP1A RAPGEF2 RAPGEF3 RARA RARRES2 RASAL1 RASGRP1 RASSF10 RB1 RBBP4 RBBP7 RBM19 RBM24 RBM4 RBPJ RCOR1 RELA RELN REST RET RETN RFX3 RGCC RGS14 RHEB RHEX RHOA RHOB RHOH RIF1 RIMS1 RIMS2 RIN2 RIPK1 RIPK2 RIPOR2 RLN2 RND2 RNF112 RNF157 ROBO1 ROBO2 ROR2 RPS6KA1 RPS6KA3 RPS6KB1 RPTOR RRAS RREB1 RTN4 RUFY3 RUNX1 RUNX2 RUNX3 RXRA RXRB S100A1 S100B S1PR2 SAP130 SAP30 SAP30L SART1 SASH1 SASH3 SAV1 SCARF1 SCGB3A1 SCIN SCUBE3 SCX SDCBP SEMA4A SEMA4D SEMA5A SEMA7A SERP1 SERPINB3 SERPINE1 SERPINE2 SERPINF1 SERPINF2 SETD3 SFN SFRP1 SFRP2 SFRP4 SH3GL3 SHANK1 SHANK3 SHB SHH SHLD1 SHLD2 SHLD3 SHOC2 SHOX2 SHTN1 SIN3A SINHCAF SIRT1 SIRT2 SIRT6 SIX1 SIX4 SKIL SLC20A2 SLC23A2 SLC39A12 SLC4A2 SLC6A3 SLC6A6 SLC7A5 SLC8A1 SLC9B2 SLIT2 SLITRK1 SLITRK2 SLITRK3 SLITRK4 SLITRK5 SLITRK6 SMAD1 SMAD2 SMAD3 SMAD4 SMAD5 SMAD7 SMAP1 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMO SMOC2 SMURF1 SMURF2 SMYD1 SNAI1 SNAI2 SNW1 SOCS1 SOCS2 SOCS3 SOCS5 SOD2 SORL1 SOX10 SOX11 SOX12 SOX13 SOX15 SOX17 SOX2 SOX4 SOX5 SOX6 SOX8 SOX9 SP1 SP7 SPAG9 SPDEF SPEN SPHK1 SPI1 SPINT1 SPIRE1 SPRY1 SPTBN4 SRC SRF SRPX2 SRRT SRY SS18 SS18L1 SSBP3 ST8SIA2 STAT1 STAT3 STAT5B STAT6 STAU2 STIM1 STK11 STK24 STK25 STK3 STK4 STOX1 SUCO SUDS3 SULT1E1 SULT2B1 SYAP1 SYCE3 SYDE1 SYK SYNDIG1 SYT1 SYT14P1 SYT17 SYT2 SYT3 SYT4 TACSTD2 TAL1 TAPT1 TBC1D24 TBX1 TBX2 TBX20 TBX21 TBX5 TBXA2R TCF12 TCF15 TCF3 TCF4 TCF7L2 TEAD4 TEK TENM4 TENT5A TERT TESC TESPA1 TET1 TFAP2A TFE3 TFRC TGFB1 TGFB1I1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 TGIF2 TGM2 THBS1 THBS2 THPO TIAM1 TIAM2 TIE1 TJP1 TLE6 TLR2 TLR3 TLR9 TMEM100 TMEM106B TMEM119 TMEM64 TMEM79 TMIGD2 TNF TNFRSF1A TNFRSF1B TNFSF11 TNFSF12 TNFSF13 TNFSF13B TNFSF14 TNFSF4 TNFSF9 TNN TNXB TOX TP53BP1 TP63 TP73 TPBG TPH1 TRADD TRAF6 TRAK1 TREM2 TRIB1 TRIM16 TRIM32 TRPC5 TRPM4 TRPV2 TSPO TTBK1 TWF2 TWIST1 TYROBP UFL1 UNC13A UNC5C UPF3B UTP25 VASH2 VCAN VDR VEGFA VEGFB VEGFC VEGFD VEZF1 VHL VIL1 VLDLR VNN1 VPS35 VSIR VSTM2A VSTM5 VWC2 VWC2L WARS2 WDFY2 WDR62 WIF1 WNK1 WNT1 WNT10B WNT11 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WT1 WWTR1 XBP1 XKR8 XRCC2 XRCC5 XRCC6 YAP1 YBX3 ZAP70 ZBED2 ZBED3 ZBTB1 ZBTB16 ZBTB46 ZBTB7B ZBTB7C ZC3H12A ZC4H2 ZDHHC15 ZDHHC6 ZEB1 ZEB2 ZFP36 ZFP36L1 ZFPM2 ZFYVE27 ZHX3 ZMIZ1 ZMYND8 ZNF16 ZNF219 ZNF268 ZNF304 ZNF322 ZNF335 ZNF365 ZNF385A ZNF488 ZNF703 ZNHIT1 ZP3 GOBP_POSITIVE_REGULATION_OF_DIGESTIVE_SYSTEM_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_DIGESTIVE_SYSTEM_PROCESS AQP1 CYP8B1 ENPP7 GHRL GHSR LPCAT3 NR1H2 PPP3CA PRAP1 SCT SLC22A5 SPINK1 GOBP_POSITIVE_REGULATION_OF_DNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_DNA_BINDING ACD CEBPG DAZAP2 DDRGK1 EDF1 EGF EP300 FOXC1 GATA3 GTF2B H1-0 HAND2 HES1 HMGB1 HMGB2 IFNG IGF1 LAMTOR5 MMP9 NEUROD1 NGF NIBAN2 NME1 PARK7 PAX6 PINX1 PLAUR POU4F1 POU4F2 PPARG PRKN PYHIN1 RB1 SIRT2 SKI SUMO4 TGFB1 TRAF6 TRIM6 TWIST1 TXN GOBP_POSITIVE_REGULATION_OF_DNA_BINDING_TRANSCRIPTION_FACTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_DNA_BINDING_TRANSCRIPTION_FACTOR_ACTIVITY ABRA ADAM8 ADCY1 ADCY8 AGER AGT AIM2 AKT1 ALK ANKRD42 ANXA3 APP AR ARHGEF2 ARHGEF5 ARID5B ATF2 BCL10 BEX1 BMP2 BTK BUD31 CAMK1D CAMK2A CAPN3 CARD11 CARD14 CARD16 CARD9 CAV1 CD200 CD36 CD40 CD40LG CEBPG CFLAR CHUK CIB1 CLEC7A CLOCK CLU COPS5 CRNN CRTC1 CRTC2 CRTC3 CSF3 CTNNB1 CX3CL1 CX3CR1 DDIT3 DDR2 DDRGK1 DHX33 DHX9 DVL2 EDA EDA2R EDN1 EIF2AK2 EP300 EPHA5 ERC1 ESR1 ESR2 FANK1 FER FLOT1 FLOT2 FOXA1 FZD1 FZD2 FZD4 HCLS1 HDAC4 HDAC5 HIPK2 HSF1 HSPA1A HSPA1B IKBKB IKBKE IKBKG IL10 IL18 IL18R1 IL18RAP IL1B IL1RAP IL6 INS IRAK1 IRAK2 IRAK3 JMY JUP KIT LAMTOR5 LGALS9 LPAR5 LRP6 LRP8 LTF MALT1 MAP3K13 MAVS MBTPS2 MID2 MIR1246 MIR19B1 MTDH MTPN MYD88 MYOCD NEUROD1 NEUROD2 NEUROG1 NEUROG2 NFAM1 NHLH2 NKX6-1 NLRC4 NLRP3 NOD1 NOD2 NODAL NPM1 NTRK1 NTS OPRD1 PARK7 PHB2 PIDD1 PLA2G1B PLCG2 PLPP3 PPARG PPARGC1A PPARGC1B PPIA PPRC1 PRDX3 PRKCB PRKCH PRKCI PRKCQ PRKCZ PRKD1 PRKD2 PSMA6 PTEN PYCARD RAB7B RBCK1 RELA RELN RFPL1 RFPL2 RFPL3 RFPL4A RFPL4AL1 RGCC RHEBL1 RIGI RIPK1 RIPK2 RIPK3 RIPK4 RNF220 RNF25 RNF31 ROR1 RPS3 RPS6KA4 RPS6KA5 RTKN2 S100A12 S100A8 S100A9 SHH SLCO3A1 SMAD3 SMARCA4 SMARCB1 SMO SPHK1 SRF STAT3 STING1 STK3 STK36 SYT14P1 TAF1 TCF3 TERF2IP TFDP1 TFRC TGFB1 TICAM1 TICAM2 TIRAP TLR2 TLR4 TLR6 TLR9 TNF TNFRSF11A TNFSF11 TNFSF18 TP53BP1 TRADD TRAF1 TRAF2 TRAF5 TRAF6 TRIM13 TRIM14 TRIM15 TRIM21 TRIM22 TRIM25 TRIM26 TRIM27 TRIM31 TRIM32 TRIM34 TRIM37 TRIM38 TRIM5 TRIM52 TRIM58 TRIM6 TRIM62 TRIM68 TRIM8 TSSK4 UBE2N UBE2V1 WNT1 WNT2 WNT5A ZBTB7A ZC4H2 ZIC2 GOBP_POSITIVE_REGULATION_OF_DNA_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_DNA_BIOSYNTHETIC_PROCESS ACD ATM ATR AURKB CCNA2 CCT2 CCT3 CCT4 CCT5 CCT6A CCT7 CCT8 CHTF18 CHTF8 CTNNB1 CYP1B1 DKC1 DSCC1 FBXO4 FGF2 FGFR4 GFER GREM1 GRHL2 HGF HMBOX1 HNRNPA1 HSP90AA1 HSP90AB1 KLF4 MAP2K7 MAP3K4 MAPK1 MAPK15 MAPK3 MAPKAPK5 MYC NAF1 NEK2 NEK7 NFATC1 NOX4 NVL PARM1 PARN PCNA PDGFB PDGFRB PKIB PNKP POLG2 POT1 PRKCQ PRKD2 PTGES3 PTK2B RFC2 RFC3 RFC4 RFC5 RGCC SMOC2 TCP1 TNF TNKS TNKS2 USP1 WRAP53 XRCC5 GOBP_POSITIVE_REGULATION_OF_DNA_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_DNA_CATABOLIC_PROCESS ATM BAX HSF1 IL6 ST20 GOBP_POSITIVE_REGULATION_OF_DNA_DAMAGE_CHECKPOINT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_DNA_DAMAGE_CHECKPOINT CCAR2 MAP3K20 TELO2 TTI1 TTI2 GOBP_POSITIVE_REGULATION_OF_DNA_DAMAGE_RESPONSE_SIGNAL_TRANSDUCTION_BY_P53_CLASS_MEDIATOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_DNA_DAMAGE_RESPONSE_SIGNAL_TRANSDUCTION_BY_P53_CLASS_MEDIATOR ANKRD1 ATM ATR DDX5 EEF1E1 HIC1 ING4 MSX1 PLA2R1 PMAIP1 PYHIN1 RPL26 SPRED1 SPRED2 ZNF385A ZNHIT1 GOBP_POSITIVE_REGULATION_OF_DNA_DAMAGE_RESPONSE_SIGNAL_TRANSDUCTION_BY_P53_CLASS_MEDIATOR_RESULTING_IN_TRANSCRIPTION_OF_P21_CLASS_MEDIATOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_DNA_DAMAGE_RESPONSE_SIGNAL_TRANSDUCTION_BY_P53_CLASS_MEDIATOR_RESULTING_IN_TRANSCRIPTION_OF_P21_CLASS_MEDIATOR ING4 PYHIN1 RPL26 ZNF385A ZNHIT1 GOBP_POSITIVE_REGULATION_OF_DNA_DEMETHYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_DNA_DEMETHYLATION A1CF APOBEC1 HNRNPAB OTUD4 STPG1 STPG4 TOX USP7 USP9X GOBP_POSITIVE_REGULATION_OF_DNA_LIGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_DNA_LIGATION APLF HMGB1 PARP3 RAD51 XRCC1 GOBP_POSITIVE_REGULATION_OF_DNA_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_DNA_METABOLIC_PROCESS A1CF ABRAXAS1 ACD ACTB ACTL6A ACTL6B ACTR2 ACTR5 ACTR8 AKT1 ANXA3 APLF APOBEC1 ARID1A ARID1B ARID2 ATAD5 ATF1 ATM ATR ATRX AURKB BABAM1 BABAM2 BAX BAZ1A BCAR3 BCL7A BCL7B BCL7C BRCA1 BRCC3 BRD7 BRD8 BRPF3 CBX8 CCDC117 CCNA2 CCT2 CCT3 CCT4 CCT5 CCT6A CCT7 CCT8 CD28 CD40 CDC7 CDK1 CDK2 CDT1 CEBPG CHTF18 CHTF8 CIZ1 CLCF1 CTC1 CTNNB1 CYP1B1 DBF4 DBF4B DDX11 DHX36 DHX9 DKC1 DMAP1 DNA2 DNMT3L DPF1 DPF2 DPF3 DSCC1 E2F7 E2F8 EGF EGFR ENDOG EP400 EPC1 EPC2 ERCC1 ERCC2 ERCC6 EREG EXOSC3 EXOSC6 EYA1 EYA2 EYA3 EYA4 FAF1 FAM168A FANCB FBXO4 FGF10 FGF2 FGFR4 FMN2 FOXM1 FUS GFER GLI1 GLI2 GNL3 GREM1 GRHL2 H2AX HDAC10 HDGFL2 HELQ HGF HMBOX1 HMCES HMGB1 HNRNPA1 HNRNPA2B1 HNRNPAB HNRNPD HSF1 HSP90AA1 HSP90AB1 IGF1R IL2 IL4 IL6 ING3 INO80 INO80B INO80C INO80D INO80E KAT5 KAT7 KDM4D KHDC3L KLF4 KMT5B KMT5C LPIN1 MAD2L2 MAP2K4 MAP2K7 MAP3K4 MAPK1 MAPK15 MAPK3 MAPKAPK5 MARCHF6-DT MAS1 MBTD1 MCRS1 MEAF6 MECP2 MGMT MLH1 MMS19 MORF4L1 MORF4L2 MRE11 MRGBP MRNIP MSH2 MYC NABP2 NAF1 NBN NEK2 NEK7 NFATC1 NFRKB NOX4 NPAS2 NPM2 NSD2 NVL OOEP OTUD4 PARM1 PARN PARP1 PARP3 PAXIP1 PBRM1 PCNA PDGFB PDGFRB PHF10 PIAS4 PKIB PML PMS2 PNKP POLG2 POT1 PPARGC1A PPP1R10 PRDM7 PRDM9 PRIM2 PRKCD PRKCG PRKCQ PRKD2 PRKDC PTGES3 PTK2B PTPRC RAD50 RAD51 RAD51AP1 RFC2 RFC3 RFC4 RFC5 RGCC RIF1 RNF168 RNF8 RPS3 RTEL1 RUVBL1 RUVBL2 SETMAR SHLD1 SHLD2 SHLD3 SIRT1 SIRT6 SLF1 SLF2 SLX1A SLX1B SLX4 SMARCA2 SMARCA4 SMARCA5 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMCHD1 SMOC2 SPIDR SPIRE1 SPIRE2 SSBP1 ST20 STAT6 STN1 STPG1 STPG4 TBX21 TCP1 TERF1 TERF2 TERF2IP TFPT TFRC TGFB1 TIGAR TIMELESS TINF2 TMEM161A TNF TNFAIP1 TNFSF13 TNFSF4 TNKS TNKS2 TOP2B TOX TP53BP1 TRIM28 TRRAP UBE2B UBE2N UBE2V2 UCHL5 UCN UIMC1 USP1 USP7 USP9X VPS72 WAS WDR48 WIZ WRAP53 WRN WT1 XRCC1 XRCC5 YEATS4 YY1 ZCWPW1 GOBP_POSITIVE_REGULATION_OF_DNA_METHYLATION_DEPENDENT_HETEROCHROMATIN_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_DNA_METHYLATION_DEPENDENT_HETEROCHROMATIN_FORMATION ATF7IP ATF7IP2 MORC2 MPHOSPH8 PPHLN1 RESF1 SETDB1 SETDB2 TASOR TRIM28 ZNF304 GOBP_POSITIVE_REGULATION_OF_DNA_RECOMBINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_DNA_RECOMBINATION ACTB ACTL6A ACTR2 ARID2 ATAD5 BRD8 CD28 CD40 CLCF1 DMAP1 EP400 EPC1 EPC2 ERCC2 ERCC6 EXOSC3 EXOSC6 FANCB FUS HDGFL2 HELQ HMCES IL2 IL4 ING3 KAT5 KHDC3L KMT5B KMT5C MAD2L2 MBTD1 MEAF6 MLH1 MMS19 MORF4L1 MORF4L2 MRGBP MRNIP MSH2 NSD2 OOEP PARP1 PAXIP1 PIAS4 PMS2 PRDM7 PRDM9 PTPRC RAD51AP1 RIF1 RUVBL1 RUVBL2 SHLD1 SHLD2 SHLD3 STAT6 TBX21 TFRC TGFB1 TIMELESS TNFSF13 TNFSF4 TP53BP1 TRRAP UBE2B VPS72 WAS WDR48 WRAP53 YEATS4 ZCWPW1 GOBP_POSITIVE_REGULATION_OF_DNA_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_DNA_REPAIR ABRAXAS1 ACTB ACTL6A ACTL6B ACTR2 ACTR5 ACTR8 ARID1A ARID1B ARID2 BABAM1 BABAM2 BCL7A BCL7B BCL7C BRCA1 BRCC3 BRD7 BRD8 CBX8 CCDC117 CEBPG DDX11 DHX9 DMAP1 DPF1 DPF2 DPF3 EGFR EP400 EPC1 EPC2 ERCC6 EYA1 EYA2 EYA3 EYA4 FAM168A FANCB FGF10 FMN2 FOXM1 FUS H2AX HDAC10 HDGFL2 HELQ HMGB1 ING3 INO80 INO80B INO80C INO80D INO80E KAT5 KDM4D KHDC3L KMT5B KMT5C MAD2L2 MARCHF6-DT MBTD1 MCRS1 MEAF6 MGMT MMS19 MORF4L1 MORF4L2 MRGBP MRNIP NFRKB NPAS2 OOEP PARP1 PARP3 PBRM1 PCNA PHF10 PIAS4 PNKP PRKCG PRKDC RAD51AP1 RIF1 RNF168 RNF8 RPS3 RUVBL1 RUVBL2 SETMAR SHLD1 SHLD2 SHLD3 SIRT1 SIRT6 SLF1 SLF2 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMCHD1 SPIDR SPIRE1 SPIRE2 TFPT TIGAR TIMELESS TMEM161A TOP2B TRIM28 TRRAP UBE2N UBE2V2 UCHL5 UIMC1 USP1 VPS72 WAS WDR48 WRAP53 XRCC1 YEATS4 YY1 ZCWPW1 GOBP_POSITIVE_REGULATION_OF_DNA_REPLICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_DNA_REPLICATION ATAD5 ATF1 ATRX BAZ1A BCAR3 BRPF3 CDC7 CDK1 CDK2 CDT1 CIZ1 CTC1 DBF4 DBF4B DHX9 DNA2 E2F7 E2F8 EGF EGFR ENDOG EREG FAF1 GLI1 GLI2 INO80 KAT7 LPIN1 MAP2K4 MAS1 NPM2 PCNA SMARCA5 SSBP1 STN1 TNFAIP1 UCN WIZ GOBP_POSITIVE_REGULATION_OF_DNA_TEMPLATED_DNA_REPLICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_DNA_TEMPLATED_DNA_REPLICATION ATRX CDC7 CDK2 CDT1 CIZ1 DBF4 DBF4B E2F7 E2F8 ENDOG INO80 SSBP1 WIZ GOBP_POSITIVE_REGULATION_OF_DNA_TEMPLATED_TRANSCRIPTION_ELONGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_DNA_TEMPLATED_TRANSCRIPTION_ELONGATION ALYREF BRD4 BTBD18 CCNK CCNT1 CCNT2 CDC73 CDK12 CDK13 CDK9 CTNNB1 DDX39B EAPP ELL ELL2 ELL3 ERCC6 GTF2F1 HMGN1 KAT7 LDB1 LEO1 MED1 MED10 MED11 MED14 MED15 MED16 MED17 MED18 MED19 MED20 MED21 MED22 MED23 MED24 MED25 MED26 MED27 MED28 MED29 MED30 MED31 MED4 MED6 MED7 MED8 MED9 NCBP1 NCBP2 PARP1 PWWP2A PWWP2B SCAF8 SUPT16H SUPT4H1 SUPT5H SUPT6H TCERG1 THOC1 THOC5 ZMYND8 GOBP_POSITIVE_REGULATION_OF_DNA_TEMPLATED_TRANSCRIPTION_INITIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_DNA_TEMPLATED_TRANSCRIPTION_INITIATION BCLAF1 CAND1 DHX36 ERCC1 ERCC6 FOSL1 GTF2A1 GTF2A2 HNF1A HNF1B JUN MDC1 MED1 MED10 MED11 MED12 MED13 MED14 MED15 MED16 MED17 MED18 MED19 MED20 MED21 MED22 MED23 MED24 MED25 MED26 MED27 MED28 MED29 MED30 MED31 MED4 MED6 MED7 MED8 MED9 MITF NFKB1 NFKBIA NKX2-5 PAXIP1 PSMC6 SETX SRF SUB1 TAF1 TAF10 TAF11 TAF12 TAF13 TAF2 TAF3 TAF4 TAF4B TAF5 TAF6 TAF7 TAF8 TAF9 TBP TP53 TWIST1 WNT10B ZNHIT1 GOBP_POSITIVE_REGULATION_OF_DOPAMINERGIC_NEURON_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_DOPAMINERGIC_NEURON_DIFFERENTIATION CSNK1D CSNK1E DKK1 FGF20 FOXA1 GOBP_POSITIVE_REGULATION_OF_DOPAMINE_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_DOPAMINE_RECEPTOR_SIGNALING_PATHWAY CAV2 DRD3 LRRK2 PRMT5 VPS35 GOBP_POSITIVE_REGULATION_OF_DOPAMINE_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_DOPAMINE_SECRETION CHRNB2 CXCL12 GDNF OPRK1 PINK1 SYT1 GOBP_POSITIVE_REGULATION_OF_DOUBLE_STRAND_BREAK_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_DOUBLE_STRAND_BREAK_REPAIR ACTB ACTL6A ACTL6B ACTR2 ARID1A ARID1B ARID2 BCL7A BCL7B BCL7C BRD7 BRD8 DDX11 DMAP1 DPF1 DPF2 DPF3 EP400 EPC1 EPC2 ERCC6 FANCB FMN2 FOXM1 FUS HDGFL2 HELQ ING3 KAT5 KDM4D KHDC3L KMT5B KMT5C MAD2L2 MBTD1 MEAF6 MGMT MMS19 MORF4L1 MORF4L2 MRGBP MRNIP OOEP PARP1 PARP3 PBRM1 PHF10 PIAS4 PNKP PRKDC RAD51AP1 RIF1 RUVBL1 RUVBL2 SETMAR SHLD1 SHLD2 SHLD3 SIRT1 SIRT6 SLF1 SLF2 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMCHD1 SPIDR SPIRE1 SPIRE2 TIMELESS TOP2B TRRAP UBE2N UBE2V2 VPS72 WAS WDR48 WRAP53 YEATS4 ZCWPW1 GOBP_POSITIVE_REGULATION_OF_DOUBLE_STRAND_BREAK_REPAIR_VIA_HOMOLOGOUS_RECOMBINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_DOUBLE_STRAND_BREAK_REPAIR_VIA_HOMOLOGOUS_RECOMBINATION ACTB ACTL6A ACTR2 ARID2 BRD8 DMAP1 EP400 EPC1 EPC2 ERCC6 FANCB FUS HDGFL2 HELQ ING3 KAT5 KHDC3L MBTD1 MEAF6 MMS19 MORF4L1 MORF4L2 MRGBP MRNIP OOEP PARP1 PIAS4 RAD51AP1 RUVBL1 RUVBL2 TIMELESS TRRAP VPS72 WAS WDR48 WRAP53 YEATS4 GOBP_POSITIVE_REGULATION_OF_DOUBLE_STRAND_BREAK_REPAIR_VIA_NONHOMOLOGOUS_END_JOINING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_DOUBLE_STRAND_BREAK_REPAIR_VIA_NONHOMOLOGOUS_END_JOINING KDM4D KMT5B KMT5C MAD2L2 PARP3 PNKP PRKDC RIF1 SETMAR SHLD1 SHLD2 SHLD3 SMCHD1 TOP2B WRAP53 GOBP_POSITIVE_REGULATION_OF_EARLY_ENDOSOME_TO_LATE_ENDOSOME_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_EARLY_ENDOSOME_TO_LATE_ENDOSOME_TRANSPORT DAB2 EZR MSN MTMR2 NF2 PTPN23 RAB21 RDX VPS11 GOBP_POSITIVE_REGULATION_OF_EMBRYONIC_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_EMBRYONIC_DEVELOPMENT AMOT B4GALT5 CFL1 FOXA2 KHDC3L LHX1 NIBAN2 NLRP5 NR2C2 OSR1 OTX2 PAFAH1B1 PLCB1 RACK1 RBM19 SCX TENM4 TLE6 UTP25 WNT1 WNT3A WNT4 ZBED3 GOBP_POSITIVE_REGULATION_OF_ENAMEL_MINERALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_ENAMEL_MINERALIZATION AMTN CFTR ENAM ODAPH SLC4A2 GOBP_POSITIVE_REGULATION_OF_ENDOCYTIC_RECYCLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_ENDOCYTIC_RECYCLING ACTN2 AKAP5 EHD1 EHD2 EIPR1 PLA2G4E SORL1 ZDHHC2 GOBP_POSITIVE_REGULATION_OF_ENDOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_ENDOCYTOSIS ABCA13 ABCA7 AHI1 AHSG ANGPT1 ANKFY1 ANO6 ANXA2 AP2A1 AP2M1 APELA APLN APOA1 APOA2 APOA5 APOE APPL1 APPL2 ARRB1 ARRB2 ATAD1 AXL AZU1 B2M BCR BICD1 BIN1 BTK C2 C3 C4A C4B CALR CALY CAMK1D CAV3 CBL CBLL1 CCL19 CCL2 CCL21 CD14 CD151 CD300LF CD36 CD47 CD63 CDC42 CFP CLEC7A CLIP3 CLN3 CLU COLEC10 COLEC11 CYBA DAB2 DGKD DLL1 DOCK2 DRD2 DTNBP1 EEF2K EGF F2RL1 FCER1G FCGR1A FCGR2B FCN1 FCN2 FCN3 FLOT1 FMR1 FPR2 GAS6 GATA2 GH1 GPC3 GREM1 H1-1 HFE HIP1 HNRNPK IFNG IL15 IL15RA IL1B IL2RB IL2RG IL4 INSR ITGA2 LDLRAP1 LMAN2 LRP1 LRRK2 LYAR MAGI2 MBL2 MERTK MIB1 MIR17 MIR183 MIR20A MYO18A NCKAP1L NEDD4L NLGN1 NOD2 NTF3 PCSK9 PICK1 PLA2G5 PLCG2 PPP3CA PPP3CC PPT1 PTPRC PTPRJ PTX3 PYCARD RAB21 RAB27A RAB31 SCYL2 SELE SERPINE1 SFRP4 SFTPD SGIP1 SIRPA SIRPB1 SIRPG SLC11A1 SMPD1 SNCA SOD1 SPACA3 STAP1 SYK SYNE1 TBC1D5 TF TFR2 TNF TOR1A TREM2 TSG101 TUB TULP1 VEGFA VPS28 VTN WASL WNT3A WNT5A GOBP_POSITIVE_REGULATION_OF_ENDOPLASMIC_RETICULUM_STRESS_INDUCED_INTRINSIC_APOPTOTIC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_ENDOPLASMIC_RETICULUM_STRESS_INDUCED_INTRINSIC_APOPTOTIC_SIGNALING_PATHWAY BCL2L11 BOK DDIT3 NCK1 NCK2 PMAIP1 PTPN2 RNF183 SERINC3 SIRT1 GOBP_POSITIVE_REGULATION_OF_ENDOPLASMIC_RETICULUM_UNFOLDED_PROTEIN_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_ENDOPLASMIC_RETICULUM_UNFOLDED_PROTEIN_RESPONSE AGR2 ATF6 BAK1 BAX BCL2L11 BOK DAB2IP ERN1 PIK3R1 PTPN1 PTPN2 TMEM33 XBP1 GOBP_POSITIVE_REGULATION_OF_ENDOTHELIAL_CELL_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_ENDOTHELIAL_CELL_APOPTOTIC_PROCESS AKR1C3 ANO6 CCL2 CD160 CD248 CD40 CD40LG ECSCR FASLG GPER1 HLA-G ITGA4 MIR101-1 MIR125A MIR132 MIR15A MIR24-1 MIR375 PDCD4 PLCG1 PRKCI RGCC TGFB1 THBS1 GOBP_POSITIVE_REGULATION_OF_ENDOTHELIAL_CELL_CHEMOTAXIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_ENDOTHELIAL_CELL_CHEMOTAXIS FGF16 FGF18 FGF2 FGFR1 HSPB1 KDR LGMN MET P2RX4 PRKD1 PRKD2 SEMA5A SMOC2 TMSB4X VEGFA GOBP_POSITIVE_REGULATION_OF_ENDOTHELIAL_CELL_CHEMOTAXIS_BY_VEGF_ACTIVATED_VASCULAR_ENDOTHELIAL_GROWTH_FACTOR_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_ENDOTHELIAL_CELL_CHEMOTAXIS_BY_VEGF_ACTIVATED_VASCULAR_ENDOTHELIAL_GROWTH_FACTOR_RECEPTOR_SIGNALING_PATHWAY HSPB1 KDR PRKD1 PRKD2 VEGFA GOBP_POSITIVE_REGULATION_OF_ENDOTHELIAL_CELL_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_ENDOTHELIAL_CELL_DEVELOPMENT ADD1 CDH5 CLDN5 F11R PROC S1PR2 GOBP_POSITIVE_REGULATION_OF_ENDOTHELIAL_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_ENDOTHELIAL_CELL_DIFFERENTIATION ACVRL1 ATOH8 BMP4 BMP6 BTG1 CTNNB1 ETV2 GDF2 MIR150 MIR181A2 MIR181B1 MIR199B MIR200C MIR21 MIR34A MIR99B NOTCH1 TMEM100 VEZF1 GOBP_POSITIVE_REGULATION_OF_ENDOTHELIAL_CELL_MATRIX_ADHESION_VIA_FIBRONECTIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_ENDOTHELIAL_CELL_MATRIX_ADHESION_VIA_FIBRONECTIN CEACAM6 FUT1 GFUS RIN2 RRAS GOBP_POSITIVE_REGULATION_OF_ENDOTHELIAL_CELL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_ENDOTHELIAL_CELL_MIGRATION AAMP ABL1 ADAM17 ADGRA2 AGT AKT1 AKT3 ANGPT1 ANGPT4 ANXA1 ANXA3 ATOH8 ATP5F1A ATP5F1B BCAR1 BCAS3 CALR CCBE1 CD40 CIB1 EDN1 EGF EMC10 ETS1 FGF1 FGF16 FGF18 FGF2 FGFBP1 FGFR1 FLT4 FOXC2 FOXP1 FUT1 GATA2 GATA3 GFUS GPI GPLD1 GRN HDAC7 HDAC9 HIF1A HMGB1 HMOX1 HSPB1 ITGB1BP1 ITGB3 JCAD KDR LGMN MAP2K3 MAP3K3 MAPK14 MET MIR101-1 MIR10A MIR10B MIR126 MIR132 MIR135B MIR143 MIR146A MIR150 MIR1908 MIR199A1 MIR200A MIR21 MIR210 MIR221 MIR23A MIR27A MIR27B MIR296 MIR29A MIR30A MIR31 MIR342 MIR487B MIR499A MIR939 MIRLET7F1 NFE2L2 NOS3 NRP1 NRP2 NUS1 P2RX4 PDCD6 PDGFB PDPK1 PIK3C2A PIK3CB PIK3CD PIK3CG PLCG1 PLG PLK2 PLPP3 PRKCA PRKD1 PRKD2 PROX1 PTGS2 PTK2B RAC1 RHOB RHOJ RIN2 ROCK2 RRAS SASH1 SCARB1 SEMA5A SIRT1 SMOC2 SP1 SPARC SRPX2 STAT5A TDGF1 TEK TGFB1 THBS1 TMSB4X VEGFA VEGFC WNT5A WNT7A ZC3H12A ZNF580 GOBP_POSITIVE_REGULATION_OF_ENDOTHELIAL_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_ENDOTHELIAL_CELL_PROLIFERATION ACVRL1 ADAM17 AGGF1 AGTR1 AKT1 AKT3 ANG APELA APLN APLNR ARNT BMP4 BMP6 CAV2 CCL11 CCL24 CCL26 CCR3 CDH13 CXCL12 ECM1 EGF EGFL7 EGR3 EMC10 F3 FGF10 FGF2 FGF7 FGFBP1 FGFR1 FLT4 GATA2 GDF2 GHRL GHSR HIF1A HMGB1 HMGB2 HMOX1 HSPG2 HTR2B IGF2 IL10 ITGA4 ITGB3 JCAD KDR LRG1 MDK MIR101-1 MIR10A MIR10B MIR126 MIR130A MIR132 MIR135B MIR146A MIR21 MIR23A MIR27A MIR27B MIR29A MIR487B MIR495 MIR499A MIR503 MIRLET7B MYDGF NF1 NR4A1 NRARP NRAS NRP1 NRP2 PDCD6 PDCL3 PDGFB PDPK1 PGF PIK3CD PLCG1 PLXNB3 POLD4 PPP1R16B PRKCA PRKD1 PRKD2 PROK1 PROX1 RICTOR RPTOR SCG2 SEMA5A SIRT1 SIRT6 SP1 STAT3 STAT5A TEK TGFBR1 THBS4 TNFSF12 VASH2 VEGFA VEGFB VEGFC VEGFD VIP WNT5A ZNF580 GOBP_POSITIVE_REGULATION_OF_EPIDERMAL_GROWTH_FACTOR_ACTIVATED_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_EPIDERMAL_GROWTH_FACTOR_ACTIVATED_RECEPTOR_ACTIVITY ADAM17 ADRA2A EPGN FBXW7 NCF1 GOBP_POSITIVE_REGULATION_OF_EPIDERMIS_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_EPIDERMIS_DEVELOPMENT ALOX15B ATOH1 BMP4 CYP27B1 ELAPOR2 ETV4 FGF2 FOXC1 IL20 KDF1 KRT10 KRT2 MACROH2A1 MACROH2A2 MED1 MIR125B1 NCOA3 NME2 NOTCH1 NUMA1 OVOL2 PLAAT4 PRKCH PTCH1 PTCH2 SFN SFRP4 SULT2B1 TMEM79 TRIM16 VDR ZBED2 GOBP_POSITIVE_REGULATION_OF_EPITHELIAL_CELL_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_EPITHELIAL_CELL_APOPTOTIC_PROCESS AKR1C3 ANO6 BAX CAPN10 CARM1 CCL2 CD160 CD248 CD40 CD40LG ECSCR EIF2S1 FASLG GPER1 GSN H19 HLA-G HMOX1 IL6 ITGA4 JAK2 MIR101-1 MIR125A MIR132 MIR15A MIR24-1 MIR375 MIR675 PDCD4 PIAS4 PLA2G1B PLA2R1 PLCG1 PRKCI RGCC SAV1 SFRP4 STK4 TGFB1 THBS1 TIA1 USP17L24 WNT11 GOBP_POSITIVE_REGULATION_OF_EPITHELIAL_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_EPITHELIAL_CELL_DIFFERENTIATION ACVRL1 AHI1 ALOX15B ATOH1 ATOH8 BAD BMP2 BMP4 BMP6 BMP7 BTG1 CD24 CDKN2B CTNNB1 CYP27B1 ETV2 ETV4 FGF2 FOXC1 FOXJ1 FOXN1 GDF2 GDNF IL13 IL20 IPO7 KDF1 LHX1 LIF MACROH2A1 MACROH2A2 MED1 MESP1 MIR125B1 MIR150 MIR181A2 MIR181B1 MIR199B MIR200C MIR204 MIR21 MIR34A MIR99B NCOA3 NKX2-2 NKX6-1 NME2 NOTCH1 NUMA1 OVOL2 PAX2 PAX6 PAX8 PLAAT4 PRKCH PROM1 PTCH1 PTCH2 RFX3 RPTOR SERPINE1 SFN SFRP4 SOX9 SULT2B1 TMEM100 TP73 TRIM16 VDR VEZF1 WNT10B ZBED2 GOBP_POSITIVE_REGULATION_OF_EPITHELIAL_CELL_DIFFERENTIATION_INVOLVED_IN_KIDNEY_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_EPITHELIAL_CELL_DIFFERENTIATION_INVOLVED_IN_KIDNEY_DEVELOPMENT CD24 GDNF LHX1 LIF PAX2 PAX8 PROM1 GOBP_POSITIVE_REGULATION_OF_EPITHELIAL_CELL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_EPITHELIAL_CELL_MIGRATION AAMP ABL1 ADAM17 ADAM9 ADGRA2 AGT AKT1 AKT3 ANGPT1 ANGPT4 ANXA1 ANXA3 ARF6 ARHGAP5 ATOH8 ATP5F1A ATP5F1B BCAR1 BCAS3 BMPR2 CALR CAPN7 CCBE1 CD40 CIB1 CLASP1 CLASP2 CTSH DOCK1 DOCK5 EDN1 EGF EMC10 ENPP2 EPB41L4B EPB41L5 ETS1 FGF1 FGF10 FGF16 FGF18 FGF2 FGF7 FGFBP1 FGFR1 FLT4 FOXC2 FOXP1 FUT1 GATA2 GATA3 GFUS GLIPR2 GPI GPLD1 GRN HAS2 HBEGF HDAC6 HDAC7 HDAC9 HIF1A HMGB1 HMOX1 HSPB1 HYAL1 IFNG INSL3 IQSEC1 IRS2 ITGA2 ITGA3 ITGB1BP1 ITGB3 JCAD KDR LGMN MAP2K3 MAP3K3 MAP4K4 MAPK14 MAPRE2 MET MIR101-1 MIR10A MIR10B MIR126 MIR132 MIR135B MIR143 MIR146A MIR150 MIR1908 MIR199A1 MIR200A MIR21 MIR210 MIR221 MIR222 MIR23A MIR27A MIR27B MIR296 MIR29A MIR30A MIR31 MIR342 MIR487B MIR499A MIR939 MIRLET7F1 MMP9 MTOR NFE2L2 NOS3 NRP1 NRP2 NUS1 P2RX4 PDCD6 PDGFB PDPK1 PFN1 PIK3C2A PIK3CB PIK3CD PIK3CG PLCG1 PLCG2 PLG PLK2 PLPP3 PPM1F PRKCA PRKCE PRKD1 PRKD2 PROX1 PTGS2 PTK2 PTK2B RAB11A RAB25 RAC1 RHOB RHOJ RIN2 ROCK2 RRAS RREB1 RTN4 SASH1 SCARB1 SEMA5A SIRT1 SMOC2 SOX9 SP1 SPARC SRC SRPX2 STAT5A TACR1 TDGF1 TEK TGFB1 TGFB2 TGFBR2 THBS1 TMSB4X VEGFA VEGFC VIL1 WNT5A WNT7A ZC3H12A ZNF580 GOBP_POSITIVE_REGULATION_OF_EPITHELIAL_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_EPITHELIAL_CELL_PROLIFERATION ACVRL1 ADAM17 AGGF1 AGTR1 AKT1 AKT3 ANG APELA APLN APLNR AR AREG ARNT ATP7A B4GALT1 BAD BMP4 BMP5 BMP6 BMPR1A BTK C5AR1 CAV2 CCL11 CCL24 CCL26 CCND1 CCR3 CDC42 CDH13 CDH3 CFLAR CLDN1 CRNN CTNNB1 CXCL12 CYP7B1 DLX5 DLX6 ECM1 EGF EGFL7 EGFR EGR3 EMC10 EPGN ERBB2 ESRP2 EYA1 F3 FGF1 FGF10 FGF2 FGF7 FGF9 FGFBP1 FGFR1 FGFR2 FLT4 FOXE3 FZD7 GATA2 GDF2 GHRL GHSR GPBAR1 GRN HAS2 HDAC6 HIF1A HLX HMGB1 HMGB2 HMOX1 HMX2 HPN HRAS HSPG2 HTR2B HYAL1 IGF1 IGF2 IHH IL10 IQGAP3 IRS2 ITGA4 ITGB3 JAML JCAD KDM5B KDR LACRT LAMB1 LAMC1 LRG1 MAP2K5 MDK MED1 MIR101-1 MIR10A MIR10B MIR126 MIR130A MIR132 MIR135B MIR146A MIR21 MIR23A MIR27A MIR27B MIR29A MIR487B MIR495 MIR499A MIR503 MIRLET7B MMP12 MTA3 MYC MYDGF NEAT1 NF1 NKX2-5 NKX2-6 NME1 NME2 NOD2 NODAL NOG NOTCH1 NOTCH2 NR4A1 NR4A3 NRARP NRAS NRP1 NRP2 ODAM OSR1 OSR2 PAX2 PDCD6 PDCL3 PDGFB PDPK1 PDX1 PGF PIK3CD PKHD1 PLCG1 PLXNB3 POLD4 PPP1R16B PRKCA PRKD1 PRKD2 PROK1 PROX1 PTN PTPRN RBPJ REG3A REG3G RICTOR RPTOR RREB1 RTN4 RUNX2 SAAL1 SCAND3 SCG2 SCN5A SEMA5A SFRP1 SHH SIRT1 SIRT6 SMO SOX11 SOX9 SP1 SPINK1 SRSF6 ST8SIA1 STAT3 STAT5A STXBP4 TACR1 TBX1 TCF7L2 TEK TGFA TGFBR1 TGM1 THBS4 TNF TNFAIP3 TNFSF12 TP63 TWIST1 VASH2 VEGFA VEGFB VEGFC VEGFD VHL VIP WDR48 WNT2 WNT3A WNT5A WNT7A XBP1 YAP1 ZNF304 ZNF580 ZNF703 GOBP_POSITIVE_REGULATION_OF_EPITHELIAL_CELL_PROLIFERATION_INVOLVED_IN_LUNG_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_EPITHELIAL_CELL_PROLIFERATION_INVOLVED_IN_LUNG_MORPHOGENESIS CDC42 FGF7 FGFR2 SRSF6 WNT2 GOBP_POSITIVE_REGULATION_OF_EPITHELIAL_CELL_PROLIFERATION_INVOLVED_IN_WOUND_HEALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_EPITHELIAL_CELL_PROLIFERATION_INVOLVED_IN_WOUND_HEALING B4GALT1 CLDN1 FGF10 FZD7 JAML LACRT LRG1 MMP12 ODAM WNT7A GOBP_POSITIVE_REGULATION_OF_EPITHELIAL_TO_MESENCHYMAL_TRANSITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_EPITHELIAL_TO_MESENCHYMAL_TRANSITION ACVR1 ADAM8 AGT ALX1 AXIN2 BAMBI BCL9L BMP2 BMP4 BMP7 COL1A1 CRB2 CTNNB1 DAB2 EMP2 ENG EZH2 FERMT2 FOXC1 GCNT2 GLIPR2 HDAC2 IL1B IL6 JAG1 LEF1 LOXL2 LRG1 MAD2L2 MDK MIR21 MIR221 MIR222 MIR519D MTOR NOTCH1 OLFM1 PDPN PTK2 RGCC SDCBP SERPINB3 SMAD2 SMAD3 SMAD4 SNAI1 TBX20 TCF7L2 TGFB1 TGFB1I1 TGFB2 TGFB3 TGFBR1 TGFBR2 TIAM1 TNXB TWIST1 WWTR1 ZNF703 GOBP_POSITIVE_REGULATION_OF_EPITHELIAL_TUBE_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_EPITHELIAL_TUBE_FORMATION EGF FGF2 GATA3 GDNF MMRN2 PIK3CD SIX1 SIX4 GOBP_POSITIVE_REGULATION_OF_ERAD_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_ERAD_PATHWAY ATXN3 BAG6 BCAP31 CAV1 HERPUD1 NFE2L2 RNF185 RNFT1 RNFT2 SGTA TMEM259 UBQLN1 UBQLN2 USP13 WFS1 GOBP_POSITIVE_REGULATION_OF_ERBB_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_ERBB_SIGNALING_PATHWAY AFAP1L2 AGR2 AGT BCAR3 CBL CCDC88A CNOT9 DGKD FAM83B FASLG GPER1 HAP1 HIP1 HIP1R MIR29A MMP9 NEU3 NUP62 PDE6G PDE6H PLAUR PTK6 RALA RALB RBPJ RTN4 SHKBP1 SOS1 SPRY2 GOBP_POSITIVE_REGULATION_OF_ERK1_AND_ERK2_CASCADE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_ERK1_AND_ERK2_CASCADE ABCA7 ABL1 ACKR3 ACTA2 ADCYAP1 ADRA1A AGER AKAP12 ALKAL1 ALKAL2 ALOX15 ANGPT1 APELA APOE APP ARHGAP8 ARRB1 ARRB2 BMP2 BMP4 BMPER BRAF C5AR1 CALCR CARD9 CASR CAVIN3 CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL3 CCL3L1 CCL3L3 CCL4 CCL5 CCL7 CCL8 CCN2 CCR1 CCR7 CD36 CD4 CD44 CD74 CFLAR CHI3L1 CHRNA7 CIB1 CRKL CSF1R CX3CL1 CXCL17 DDR1 DDR2 DDT DENND2B DNAJC27 DRD2 DSTYK EGFR EPO ERBB4 F2R F2RL1 FBXW7 FERMT2 FFAR4 FGA FGB FGF1 FGF10 FGF18 FGF19 FGF2 FGF20 FGF21 FGF23 FGF4 FGF8 FGFR2 FGFR3 FGFR4 FGG FLT4 FPR2 FSHR GAREM1 GAS6 GATA4 GCG GCNT2 GLIPR2 GNAI2 GPBAR1 GPER1 GPNMB GPR183 GPR55 HAND2 HAVCR2 HCRTR1 HLA-DRB1 HMGB1 HRAS HTR2A HTR2B HTR2C ICAM1 IGF1 IL1A IL26 INHBA ITGB3 KDR LGALS9 MAP2K1 MAP2K7 MAP3K12 MAPK3 MARCO MFAP3 MFHAS1 MIF MIR126 MIR21 MIR221 MIR222 MIR23A MIR24-1 MIR27A MIR27B MIR519D MIRLET7B MT3 MTURN MUSK NDRG4 NECAB2 NELFE NOD1 NOD2 NODAL NOTCH1 NOTCH2 NOX4 NPNT NPSR1 NPY5R NRG1 NRP1 NTRK1 NTRK2 NTRK3 OPRM1 OR2AT4 P2RY1 P2RY6 PDE8A PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PHB1 PHB2 PLA2G2A PLA2G5 PRKCA PRKCZ PRKD2 PRXL2C PTK2B PTPN11 PTPN22 PTPRC PYCARD RAMP3 RAP1A RAP1B RAPGEF2 RASGRP1 RIPK2 ROR1 ROR2 S100A7 SCIMP SEMA7A SERPINF2 SHC1 SLAMF1 SLC30A10 SPRY2 SRC SSTR4 SYT14P1 TEK TGFB1 THPO TIRAP TLR4 TNF TNFAIP8L3 TNFRSF11A TNFSF11 TPBG TREM2 TRPV4 XCL1 XCL2 GOBP_POSITIVE_REGULATION_OF_ERYTHROCYTE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_ERYTHROCYTE_DIFFERENTIATION ABCB10 ACVR1B ACVR2A ANKRD54 ARNT BRD1 ETS1 FAM210B FOXO3 GATA1 GATA2 HIF1A HMGB2 HSPA1A HSPA1B INHBA INPP5D ISG15 MAPK11 MAPK14 MED1 MIR221 MIR222 MIR486-1 NCKAP1L PRKDC PRMT1 RHEX SMAP1 STAT1 STAT3 STAT5B TAL1 ZNF16 GOBP_POSITIVE_REGULATION_OF_ER_ASSOCIATED_UBIQUITIN_DEPENDENT_PROTEIN_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_ER_ASSOCIATED_UBIQUITIN_DEPENDENT_PROTEIN_CATABOLIC_PROCESS BCAP31 CAV1 HERPUD1 NFE2L2 SGTA UBQLN1 UBQLN2 GOBP_POSITIVE_REGULATION_OF_ESTABLISHMENT_OF_PROTEIN_LOCALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_ESTABLISHMENT_OF_PROTEIN_LOCALIZATION AACS ABAT ABCC8 ABCG1 ABLIM3 ACHE ACSL3 ACSL4 ADAM8 ADAM9 ADCY10 ADCY8 ADORA2A AKAP5 AKT2 ANG ANK3 ANKRD1 ANO1 ANP32B APBB1 APBB3 ARF6 ARHGEF5 ARIH2 ATG13 ATP13A2 ATP2C1 B3GAT3 BAD BAG3 BAIAP3 BAP1 BBC3 BCAP31 BLK BMP6 C1QTNF12 C1QTNF3 C2CD2L C2CD5 CAMK1 CAPN10 CASR CCT2 CCT3 CCT4 CCT5 CCT6A CCT7 CCT8 CD2AP CD33 CD38 CD81 CDH1 CDK1 CDK5 CDK5R1 CEMIP CENPJ CEP120 CEP131 CEP135 CEP290 CEP295 CFTR CHP1 CHP2 CHRM1 CHRM3 CIB1 CLN3 CNST CORO2B CRYZL2P-SEC16B CSNK2A2 CTDSPL2 DKC1 DMAP1 DNM1L DOC2B ECT2 EDEM1 EDEM2 EFCAB7 EMD EP300 ERBB2 ERGIC3 EXPH5 F2 F2RL1 F2RL2 FBXW7 FFAR1 FFAR2 FGA FGB FGG FIS1 FLNA FRMD4A FYN FZD5 GAS6 GCG GCK GHRL GIP GIPR GLI3 GLUD1 GNA11 GOLPH3 GOLPH3L GPER1 GPLD1 GPR27 GPR68 GSK3A GSK3B GZMB HCAR2 HCLS1 HDAC3 HIF1A HLA-DRB1 HPCA HPS4 HRAS HSP90AA1 HSPA1L HTRA2 HUWE1 HYAL2 ICE1 IER3IP1 IFNG IGF1 IL13 IL1A IL1B INS IPO5 IRS2 ISL1 ITGAM ITGB1BP1 ITGB2 ITPR1 JAK2 JUP KCNB1 KCNN4 KIF20B LEP LEPROT LRRC8A MAPK14 MAPK8 MAVS MCU MDM2 MFF MICALL2 MIEF1 MIEF2 MIR199B MPC2 MTCL1 MYH10 MYO18A MYO1C MYOM1 MYRIP NADK NKX6-1 NLGN2 NMT1 NNAT NPEPPS NR0B2 NR1H2 NR1H4 OAZ1 OAZ2 OAZ3 OR51E2 ORAI1 OSBP P2RX7 PARD6A PCK2 PCM1 PCNT PCSK1 PDCD10 PDCD5 PDX1 PDZK1 PFKFB2 PFKM PIK3R1 PIK3R2 PINK1 PLA2G1B PLA2G6 PLCB1 PLK3 PPARG PPIA PPID PPM1A PPP3CB PRKAA1 PRKACA PRKAR1A PRKCB PRKCD PRKCE PRKCZ PRKD1 PRNP PRR5L PSEN1 PSMD9 PTGS2 PTP4A3 PTPN23 RAB29 RAC2 RACK1 RAN RAPGEF3 RAPGEF4 RBM22 RBP4 RFX6 RHOU RIPOR1 RNF31 RPH3AL RUFY3 SAE1 SAR1A SAR1B SEC16B SEC24A SERP1 SFN SH3GLB1 SHH SIRT3 SIRT6 SLC2A2 SLC30A8 SLC35D3 SLC51B SMAD3 SMO SNAP25 SORL1 SOX4 SRC SREBF2 SRI STOM STX4 SYBU SYTL4 TARDBP TCAF1 TCAF2 TCF7L2 TCP1 TENM1 TGFB1 TGFB2 TGFB3 TLR2 TLR4 TM7SF3 TM9SF4 TMED10 TMEM132A TMEM30A TMEM30B TNF TOMM7 TOMM70 TPR TREM2 TRH TRIM28 TRPM4 TSG101 TTN TUNAR UBE2D3 UBE2J2 UBE2L3 UBL4B UBL5 UBR5 UCN3 UNC13B USP36 VAMP2 VEGFC VPS11 VPS28 VPS35 VSNL1 WLS WRAP53 XPO4 YWHAE ZC3H12A ZDHHC2 ZFAND1 ZIC1 ZPR1 GOBP_POSITIVE_REGULATION_OF_ESTABLISHMENT_OF_PROTEIN_LOCALIZATION_TO_MITOCHONDRION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_ESTABLISHMENT_OF_PROTEIN_LOCALIZATION_TO_MITOCHONDRION ABLIM3 ADCY10 ARIH2 ATG13 BAP1 BBC3 CSNK2A2 FBXW7 FZD5 GSK3A GZMB HPS4 HSPA1L HTRA2 HUWE1 LEPROT MAPK8 MICALL2 NMT1 NPEPPS PDCD5 PINK1 PRKAA1 RAC2 RHOU RNF31 SAE1 SH3GLB1 SREBF2 TOMM7 TOMM70 UBE2D3 UBE2J2 UBE2L3 UBL4B UBL5 USP36 VPS11 GOBP_POSITIVE_REGULATION_OF_ESTABLISHMENT_OF_PROTEIN_LOCALIZATION_TO_TELOMERE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_ESTABLISHMENT_OF_PROTEIN_LOCALIZATION_TO_TELOMERE CCT2 CCT3 CCT4 CCT5 CCT6A CCT7 CCT8 DKC1 TCP1 WRAP53 GOBP_POSITIVE_REGULATION_OF_EXCITATORY_POSTSYNAPTIC_POTENTIAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_EXCITATORY_POSTSYNAPTIC_POTENTIAL ADRB2 BAIAP2 CHRNA7 CUX2 DLG4 DVL1 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D IGSF11 NETO1 NLGN1 NLGN2 NLGN3 NRXN1 PRKAR1B PRKCZ PTEN PTK2B RELN RGS4 RIMS1 RIMS2 SHANK1 SHANK3 SSH1 STX1A STX1B TBC1D24 WNT7A GOBP_POSITIVE_REGULATION_OF_EXECUTION_PHASE_OF_APOPTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_EXECUTION_PHASE_OF_APOPTOSIS BOK DLC1 FAP PTGIS SIRT2 TP53 TP53BP2 ZC3H12A GOBP_POSITIVE_REGULATION_OF_EXOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_EXOCYTOSIS ADORA2B ANXA2 AP1G1 ATP13A2 CADPS CADPS2 CD177 CDK5 CDK5R2 CFTR CHMP2A CLASP1 CLASP2 DOC2B EXPH5 F2RL1 FGA FGB FGG FGR GAB2 GATA1 GATA2 HGS HLA-F HYAL3 IFNG IL13 IL4 IL4R ITGAM ITGB2 KCNB1 KLRC2 LAMP1 NLGN1 PDCD6IP PLA2G3 PTAFR RAB15 RAB27A RAB27B RAB2B RAB3A RAB3D RAB5A RAB7A RAB9A S100A10 SCAMP5 SDC1 SDC4 SDCBP SLC4A8 SMPD3 SNCA SNF8 SNX4 SPHK2 STAM STX1A STX4 STXBP1 STXBP5 SYK SYT1 SYT10 SYT4 SYT7 SYTL4 TSG101 UNC13D VAMP7 VAMP8 VPS4A VPS4B VSNL1 ZP3 GOBP_POSITIVE_REGULATION_OF_EXOSOMAL_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_EXOSOMAL_SECRETION ATP13A2 CHMP2A HGS IFNG PDCD6IP RAB7A SDC1 SDC4 SDCBP SMPD3 SNF8 STAM TSG101 VPS4A VPS4B GOBP_POSITIVE_REGULATION_OF_EXTRACELLULAR_MATRIX_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_EXTRACELLULAR_MATRIX_ASSEMBLY CLASP1 CLASP2 DAG1 EMILIN1 MAD2L2 PHLDB1 PHLDB2 RGCC SMAD3 SOX9 TGFB1 TGFBR1 GOBP_POSITIVE_REGULATION_OF_EXTRACELLULAR_MATRIX_DISASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_EXTRACELLULAR_MATRIX_DISASSEMBLY CARMIL2 CLASP1 CLASP2 DDR2 FSCN1 IL6 MELTF PDPN GOBP_POSITIVE_REGULATION_OF_EXTRACELLULAR_MATRIX_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_EXTRACELLULAR_MATRIX_ORGANIZATION ABL1 BMP2 CARMIL2 CFLAR CLASP1 CLASP2 COLGALT1 CPB2 DAG1 DDR2 EFEMP2 EMILIN1 FSCN1 IER3IP1 IL6 MAD2L2 MELTF PDPN PHLDB1 PHLDB2 RB1 RGCC RUNX1 SMAD3 SOX9 TGFB1 TGFBR1 TNXB GOBP_POSITIVE_REGULATION_OF_EXTRINSIC_APOPTOTIC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_EXTRINSIC_APOPTOTIC_SIGNALING_PATHWAY AGT AGTR2 ATF3 BCL10 BID BMPR1B CAV1 CTNNA1 CYLD DEDD2 FADD FAF1 G0S2 GPER1 HTRA2 HYAL2 INHBA ITM2C LTB LTBR MAL MIR198 NF1 PAK2 PDIA3 PEA15 PMAIP1 PML PPP1CA PPP2R1A PPP2R1B PTEN PTPRC PYCARD RBCK1 RET RIPK1 SFRP1 SKIL SRPX STK3 STK4 THBS1 TIMP3 TLR4 TLR6 TNF TNFRSF12A TNFSF10 TNFSF12 TRAF2 WWOX ZSWIM2 GOBP_POSITIVE_REGULATION_OF_EXTRINSIC_APOPTOTIC_SIGNALING_PATHWAY_IN_ABSENCE_OF_LIGAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_EXTRINSIC_APOPTOTIC_SIGNALING_PATHWAY_IN_ABSENCE_OF_LIGAND CTNNA1 HTRA2 INHBA MIR198 NF1 PPP1CA PPP2R1A PPP2R1B RET SRPX WWOX GOBP_POSITIVE_REGULATION_OF_EXTRINSIC_APOPTOTIC_SIGNALING_PATHWAY_VIA_DEATH_DOMAIN_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_EXTRINSIC_APOPTOTIC_SIGNALING_PATHWAY_VIA_DEATH_DOMAIN_RECEPTORS ATF3 BMPR1B FAF1 MAL PEA15 PMAIP1 PTEN SFRP1 SKIL STK3 STK4 THBS1 TIMP3 ZSWIM2 GOBP_POSITIVE_REGULATION_OF_FATTY_ACID_BETA_OXIDATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_FATTY_ACID_BETA_OXIDATION ABCD1 ABCD2 AKT2 CPT1A FABP1 IRS1 IRS2 MTLN PLIN5 PPARA TWIST1 GOBP_POSITIVE_REGULATION_OF_FATTY_ACID_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_FATTY_ACID_BIOSYNTHETIC_PROCESS ABCD1 ABCD2 ANXA1 APOA4 APOA5 APOC2 AVP AVPR1A CD74 ELOVL5 IL1B KAT2B LPGAT1 MID1IP1 MIR182 MIR96 MLXIPL NR1H2 NR1H3 PLA2G3 PTGS2 RGN SIRT2 SLC45A3 GOBP_POSITIVE_REGULATION_OF_FATTY_ACID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_FATTY_ACID_METABOLIC_PROCESS ABCD1 ABCD2 ADIPOQ AKT2 ANXA1 APOA4 APOA5 APOC2 AVP AVPR1A CD74 CPT1A ELOVL5 FABP1 GHSR IL1B IRS1 IRS2 KAT2B KLHL25 LPGAT1 MID1IP1 MIR182 MIR96 MLXIPL MLYCD MTLN NR1H2 NR1H3 NR4A3 PLA2G3 PLIN5 PPARA PPARD PPARG PPARGC1A PTGS2 RGN SIRT2 SLC45A3 TWIST1 GOBP_POSITIVE_REGULATION_OF_FATTY_ACID_OXIDATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_FATTY_ACID_OXIDATION ABCD1 ABCD2 AKT2 CPT1A FABP1 IRS1 IRS2 KLHL25 MLYCD MTLN NR4A3 PLIN5 PPARA PPARGC1A TWIST1 GOBP_POSITIVE_REGULATION_OF_FATTY_ACID_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_FATTY_ACID_TRANSPORT ACSL1 ACSL5 AVPR1B CYP4A11 CYP4F2 EDN1 ERFE FABP3 IL1A IL1B MAP2K6 MIF NTSR1 P2RX4 P2RX7 PLA2G10 PLA2G3 PLA2G4A PLA2R1 PTGES SSTR4 TNFRSF11A TNFSF11 GOBP_POSITIVE_REGULATION_OF_FAT_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_FAT_CELL_DIFFERENTIATION AAMDC ADIG ADIRF AKT1 ASXL2 AXIN2 BMP2 BMP7 CARM1 CCDC3 CDS1 CEBPA CEBPB CMKLR1 CREB1 CREBL2 DKKL1 FFAR4 FNDC5 FRZB GDF3 HNRNPU HTR2A HTR2C ID2 INS KLF5 LMO3 LPL LRP5 MAPK14 MEDAG METRNL MIR106A MIR17 MIR21 MIR29B1 NAPEPLD NOCT PIM1 PPARD PPARG PTGS2 RARRES2 RREB1 SAV1 SFRP1 SFRP2 SIRT6 SIX1 SNAI2 SOX13 STK3 STK4 SULT1E1 SYAP1 TFE3 TMEM64 TPH1 TRPM4 VSTM2A WDFY2 WIF1 XBP1 ZBTB16 ZBTB7B ZBTB7C ZC3H12A ZFP36 ZFP36L1 ZNF385A GOBP_POSITIVE_REGULATION_OF_FC_RECEPTOR_MEDIATED_STIMULATORY_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_FC_RECEPTOR_MEDIATED_STIMULATORY_SIGNALING_PATHWAY APPL2 CD226 LYN PTPRC PTPRJ GOBP_POSITIVE_REGULATION_OF_FEAR_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_FEAR_RESPONSE GRP GRPR MEF2C NPAS2 PENK PRKAR1B UCN GOBP_POSITIVE_REGULATION_OF_FEEDING_BEHAVIOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_FEEDING_BEHAVIOR AGRP CFAP20 GHRL GHSR INSL5 MC1R NR4A3 OPRK1 RXFP4 SGIP1 GOBP_POSITIVE_REGULATION_OF_FERTILIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_FERTILIZATION CCDC87 CFAP69 LHFPL2 PRDM9 PRSS37 GOBP_POSITIVE_REGULATION_OF_FEVER_GENERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_FEVER_GENERATION CNR1 IL1B PTGER3 PTGS2 TNF TNFRSF11A TNFSF11 GOBP_POSITIVE_REGULATION_OF_FIBROBLAST_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_FIBROBLAST_APOPTOTIC_PROCESS BCL2L11 BID BTG1 MIR181B1 NUPR1 PRDM11 SFRP1 STK17A STK17B TP63 GOBP_POSITIVE_REGULATION_OF_FIBROBLAST_GROWTH_FACTOR_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_FIBROBLAST_GROWTH_FACTOR_RECEPTOR_SIGNALING_PATHWAY CTNNB1 DSTYK FGFBP1 FGFBP3 MIR146A NPTN PRKD2 SMOC2 GOBP_POSITIVE_REGULATION_OF_FIBROBLAST_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_FIBROBLAST_MIGRATION ACTA2 AKAP12 AKT1 AQP1 ARHGEF7 BAG4 DDR2 DMTN ITGB1 ITGB3 MIR145 PRKCE PTK2 TGFB1 THBS1 GOBP_POSITIVE_REGULATION_OF_FIBROBLAST_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_FIBROBLAST_PROLIFERATION ABL1 AGT AQP1 BMI1 BRK1 BTC CCNA2 CCNB1 CD248 CD74 CDC6 CDK4 CDK6 CDKN1A CTC1 DDR2 DHX9 E2F1 EGFR EREG ESR1 FGF10 FN1 FOSL2 GAS6 HRAS IGF1 IL13 ITGB3 LIF LIG4 MIF MIR17 MYB MYC NDUFS4 NGFR PDGFA PDGFB PDGFC PDGFD PDGFRA PLA2G1B PLA2G2C PML RNASEH2B S100A6 SIRT6 SPHK1 WNT1 WNT2 WNT5A ZMIZ1 GOBP_POSITIVE_REGULATION_OF_FILOPODIUM_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_FILOPODIUM_ASSEMBLY AGRN ARAP1 CCL21 CCR7 CDC42 DNM3 DOCK11 DPYSL3 FMR1 FNBP1L FSCN1 GPM6A MIEN1 MYO3A MYO3B NEURL1 NLGN1 NRP1 PALM PIK3R1 PLPPR5 RALA RHOQ RIPOR2 SRF TENM1 TENM2 TGFB3 TGFBR1 WASL ZMYND8 GOBP_POSITIVE_REGULATION_OF_FOCAL_ADHESION_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_FOCAL_ADHESION_ASSEMBLY ABL1 COL16A1 EPB41L5 FERMT2 FMN1 HRG ITGB1BP1 KDR LIMS1 MAP4K4 MYOC NRP1 POLDIP2 PPM1F PTPRJ RAC1 ROCK1 S100A10 SDC4 SFRP1 SMAD3 TEK THY1 TSC1 VEGFA WNT4 GOBP_POSITIVE_REGULATION_OF_G0_TO_G1_TRANSITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_G0_TO_G1_TRANSITION MED1 RHNO1 RRM1 RRM2B SOX15 GOBP_POSITIVE_REGULATION_OF_G1_S_TRANSITION_OF_MITOTIC_CELL_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_G1_S_TRANSITION_OF_MITOTIC_CELL_CYCLE ADAM17 ADAMTS1 AIF1 AKT1 ANKRD17 ANXA1 CCND2 CDC6 CDK10 CENPJ CPSF3 CUL4A CUL4B CYP1A1 DDR2 DDX3X EGFR EIF4G1 FGF10 HYAL1 KCNA5 KMT2E LSM10 LSM11 MBLAC1 MDM2 MEPCE MIR208A MIR214 MIR221 MIR222 MIR29A MIR372 MIR495 MIR515-1 MIR519D MIR520A MIR520H MTBP PLCB1 PLRG1 RDX RGCC RPTOR RRM1 RRM2 SASS6 STIL STOX1 TERT TFDP1 UBE2E2 GOBP_POSITIVE_REGULATION_OF_GAMMA_DELTA_T_CELL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_GAMMA_DELTA_T_CELL_ACTIVATION LEF1 LILRB1 NCKAP1L NOD2 PTPRC SOX13 SOX4 STAT5B SYK GOBP_POSITIVE_REGULATION_OF_GAMMA_DELTA_T_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_GAMMA_DELTA_T_CELL_DIFFERENTIATION LEF1 NCKAP1L PTPRC SOX13 SOX4 STAT5B SYK GOBP_POSITIVE_REGULATION_OF_GAP_JUNCTION_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_GAP_JUNCTION_ASSEMBLY ACE2 AGT CAV1 CNTNAP2 HOPX IRX3 TBX5 GOBP_POSITIVE_REGULATION_OF_GASTRO_INTESTINAL_SYSTEM_SMOOTH_MUSCLE_CONTRACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_GASTRO_INTESTINAL_SYSTEM_SMOOTH_MUSCLE_CONTRACTION GHRL GHSR KIT PTAFR SPX GOBP_POSITIVE_REGULATION_OF_GASTRULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_GASTRULATION FOXA2 LHX1 OSR1 OTX2 RACK1 SCX TENM4 GOBP_POSITIVE_REGULATION_OF_GENE_EXPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_GENE_EXPRESSION A1CF ABCC8 ABL1 ACTA1 ACTA2 ACTC1 ACTG1 ACTG2 ACVR1B ADAM17 ADAM19 ADAM2 ADAM8 ADAR ADCYAP1 ADIPOQ ADM2 ADORA2B ADRA2A ADTRP AFAP1L2 AFDN AGER AGO2 AGO3 AGPAT1 AGPAT2 AGR2 AGT AICDA AIF1 AIM2 AIRE AKAP12 AKIRIN2 AKT1 ALDH1A2 ALOX12B ALOX15B AMH ANGEL2 ANGPT1 ANGPTL8 ANK2 ANK3 ANXA1 ANXA2 APOA2 APOB APOBEC1 APP APPL1 AR ARFGEF2 ARHGEF2 ARID1A ARID1B ARID5A ARNT ARRB2 ARRDC4 ARX ASH2L ASTL ATAD5 ATF2 ATF3 ATF4 ATM ATMIN ATP13A2 ATP6AP2 AVP AVPR2 AXIN2 AZU1 B2M BACE1-AS BAG2 BARHL2 BATF BCDIN3D BCL10 BCL11A BCL3 BLNK BMP10 BMP2 BMP4 BMP6 BMP7 BMPR1A BMPR1B BMPR2 BOLL BRAF BRCA1 BRD7 BTK BTN3A1 BTN3A2 C14orf93 C17orf99 C1QBP C1QTNF1 C1QTNF3 C1QTNF4 C3 C3AR1 C5 C5AR1 CADM1 CALCOCO1 CALCR CALR CAMK4 CARD11 CARD8 CARD9 CASP1 CASP8 CASR CAV1 CCBE1 CCDC88B CCL1 CCL19 CCL3 CCL5 CCR2 CCR7 CD14 CD160 CD2 CD200 CD226 CD244 CD274 CD276 CD28 CD34 CD36 CD3E CD4 CD40 CD40LG CD46 CD55 CD58 CD6 CD74 CD80 CD81 CD83 CD84 CD86 CDC123 CDH3 CDH5 CDK1 CDK5RAP1 CDK6 CDKN2B-AS1 CEACAM20 CEBPA CEBPB CEBPE CEBPG CELF1 CELF3 CELF4 CGAS CHI3L1 CHIA CHUK CIRBP CITED1 CITED2 CLCF1 CLDN19 CLDN3 CLDN5 CLEC3B CLEC4E CLEC5A CLEC6A CLEC7A CLEC9A CLECL1P CLNK CLNS1A CLU CNBP CNGB1 CNN2 CNTF CNTN1 CNTN2 COA3 CPEB3 CRLF2 CRP CRTAM CRYZL2P-SEC16B CSDE1 CSF1 CSF1R CSF2 CTCF CTCFL CTIF CTNNB1 CTSH CUX2 CX3CL1 CXCL17 CXCL8 CYBA CYBB CYP1B1 CYP26B1 CYRIB DAZ1 DAZ2 DAZ3 DAZ4 DAZAP1 DAZL DDIT3 DDRGK1 DDT DDX1 DDX21 DDX3X DEFA5 DEFB124 DENND1B DGCR8 DGKQ DHX29 DHX33 DHX34 DHX36 DHX58 DHX9 DKK1 DLL1 DLL4 DLX5 DNAJA4 DNAJB9 DNAJC3 DND1 DNM3OS DNMT1 DNMT3B DPY30 DRD2 DROSHA DTNBP1 DYRK1A E2F1 EBI3 EDA EDAR EEF2 EGF EGR1 EIF2AK2 EIF2AK3 EIF2AK4 EIF2B5 EIF3C EIF3D EIF3E EIF4A3 EIF4ENIF1 EIF4G1 EIF4G2 EIF4G3 EIF5A EIF5A2 EIF5AL1 EIF6 ELANE ELAVL1 ELAVL4 EMILIN1 ENG ENO1 EP300 EPB41L4B EPHB2 EPHX2 EPX ERBB2 ERBB3 EREG ERN1 ERP29 ETS1 ETV2 EXOSC3 EXOSC6 EZR F12 F2R F2RL1 F3 FADD FAM47E FAM98A FAM98B FASTKD2 FASTKD3 FCER1G FCGR3A FCN1 FER1L6 FERMT1 FEV FFAR2 FFAR3 FGF1 FGF10 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR4 FGR FLOT1 FLT4 FMR1 FN1 FOXC1 FOXD1 FOXP1 FOXP3 FRMD8 FSHB FTX FUBP1 FUBP3 FUS FXR1 FXR2 FZD5 G3BP1 GAPDH GARIN5A GAS6 GATA2 GATA3 GATA4 GATA5 GATA6 GBP5 GCGR GDF2 GDF7 GDNF GJA1 GJC2 GLMN GLYR1 GPER1 GPI GPRC5B GPSM3 GRHL3 GRIA1 GSDMD GSK3A GSK3B GSN GUF1 H19 HABP4 HAND2 HAVCR2 HCFC1 HDAC1 HDAC2 HEG1 HES1 HFE HGF HGS HHLA2 HIF1A HILPDA HINFP HK1 HLA-A HLA-DPA1 HLA-DPB1 HLA-E HLA-F HLA-G HMCES HMGA2 HMGB1 HMGB2 HMGN5 HMHB1 HMOX1 HMX2 HNF1B HNRNPA0 HNRNPAB HNRNPC HNRNPD HNRNPLL HNRNPU HOXA5 HOXB-AS3 HOXD3 HPN HPSE HPX HRAS HSF1 HSP90AA1 HSPA1A HSPA1B HSPA8 HSPB1 HSPD1 HTR2B HYAL2 ID2 ID3 ID4 IDO1 IFI16 IFIH1 IFNG IFNGR1 IFNL1 IGF1 IGF2BP1 IGF2BP2 IGF2BP3 IGHD IKBKE IL10 IL12A IL12B IL12RB1 IL12RB2 IL13 IL15 IL16 IL17A IL17B IL17D IL17F IL17RA IL17RC IL18 IL18R1 IL1A IL1B IL1F10 IL1R1 IL1RAP IL1RL1 IL1RL2 IL2 IL20RB IL21 IL23A IL23R IL26 IL27 IL27RA IL2RG IL33 IL34 IL36A IL36B IL36G IL37 IL4 IL4R IL5 IL6 IL6R IL6ST IL7 IL7R IL9 IMPACT INAVA INHBA INS IQGAP3 IRAK1 IRAK3 IREB2 IRF1 IRF3 IRF4 IRF5 IRF7 IRF8 ISG15 ISL1 ITGA2 ITGA3 ITGAX ITGB3 ITGB8 ITK JAK2 JMJD4 KAT2A KAT2B KAT6A KAT7 KCNQ1OT1 KDM4A KDM5B KHDRBS1 KIR2DL4 KIT KLF4 KLK3 KLK5 KLK7 KLKB1 KLRC4-KLRK1 KLRF2 KLRK1 KMT2A KMT5B KMT5C KPNA6 KPNA7 KRAS KRT17 LACC1 LAMP3 LAMTOR5 LAPTM5 LARP1 LARP1B LARP4 LARP4B LARP6 LBP LDLR LEF1 LEP LGALS9 LGALS9B LGALS9C LIF LILRA2 LILRA5 LILRB1 LILRB2 LIMS1 LIN28A LIN28B LMNA LPL LRP3 LRRC32 LRRK2 LTA LTB LUM LURAP1 LY9 LY96 MACROH2A1 MAD2L2 MAF MAFG MALT1 MAP2K1 MAP2K2 MAP3K7 MAPK11 MAPK13 MAPK14 MAPK8 MAPK9 MAPKAPK2 MARK1 MAVS MAZ MBIP MBP MCOLN2 MDK MDM2 MECP2 MED1 MED23 MED26 MEF2A MEF2C MEFV MEIOC MELTF MEN1 METTL14 METTL16 METTL3 METTL5 METTL8 MIF MIF4GD MIR101-1 MIR106A MIR1246 MIR125A MIR130A MIR132 MIR133A1 MIR140 MIR144 MIR145 MIR146A MIR149 MIR15B MIR16-1 MIR17 MIR182 MIR183 MIR205 MIR206 MIR20B MIR21 MIR212 MIR223 MIR23A MIR27A MIR27B MIR29A MIR29B1 MIR30B MIR324 MIR33B MIR34A MIR501 MIR506 MIR509-1 MIR511 MIR520C MIR548C MIR640 MIR657 MIR675 MIR769 MIR92A1 MITF MLH1 MMP12 MMP14 MMP8 MPV17L2 MRPS27 MSH2 MSN MT3 MTOR MUSK MUSTN1 MYB MYC MYCN MYD88 MYH9 MYLK2 MYOCD MYOM1 MZB1 N6AMT1 NAIP NAT10 NAT8 NAT8B NBAS NCBP1 NCK1 NCK2 NCL NFAM1 NFAT5 NFATC2 NFATC4 NFE2L2 NFIL3 NGF NGRN NIBAN1 NIBAN2 NKD2 NKX2-1 NKX2-2 NKX2-5 NKX3-1 NLRC4 NLRP1 NLRP10 NLRP12 NLRP2 NLRP3 NLRP9 NMB NMBR NOC2L NOCT NOD1 NOD2 NODAL NOG NOS1AP NOS2 NOS3 NOTCH1 NOX1 NOX5 NPM1 NR0B2 NR1H4 NR1I2 NR2E3 NR4A3 NR5A1 NRDE2 NRL NSD2 NSUN5 NTRK2 NTRK3 NTS NTSR1 NUP98 NWD1 OAS1 OAS2 OAS3 OCLN ODAM OGT OLFM1 ORM1 ORM2 OSM OSR1 OSR2 OVOL2 P2RX7 PABPC1 PADI2 PAEP PAIP1 PANX1 PANX2 PANX3 PARK7 PASK PAWR PAX6 PAXIP1 PCIF1 PDCD10 PDCD5 PDCL3 PDE2A PDE4B PDE4D PDGFB PELI1 PF4 PGC PGR PHB1 PHB2 PHF2 PHF8 PIBF1 PID1 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R3 PINK1 PIP PIWIL2 PKD2 PKM PKP1 PKP3 PLA2G1B PLA2G3 PLA2R1 PLAG1 PLCB1 PLCG2 PLD1 PLGRKT PLP1 PLSCR1 PLXNB2 PMS2 PNP POLDIP3 POLR2A POLR2G POLR3A POLR3B POLR3C POLR3D POLR3F POLR3G POMC POSTN POU2AF1 POU2F2 POU3F1 POU3F3 POU4F1 PPARD PPARG PPARGC1A PPM1F PPP1R15A PPP3CA PQBP1 PRDM1 PRDX6 PRG2 PRG3 PRKAA1 PRKAB1 PRKAG1 PRKCQ PRKCZ PRKD1 PRKD2 PRKDC PRKN PRMT1 PRMT5 PRPF19 PRR16 PSEN1 PSG9 PTAFR PTGER4 PTGFR PTGS2 PTH PTK2B PTPN11 PTPN22 PTPRC PTPRJ PYCARD PYDC1 PYM1 QKI RAB1A RAB27A RAB2B RAB7B RAD21 RAET1G RAMP2 RAMP3 RARA RARG RASGRP1 RBBP5 RBBP9 RBM10 RBM14 RBM20 RBM22 RBM24 RBM3 RBM4 RBM46 RBM47 RBM4B RBMS3 RBMX RBMXL1 RBMY1A1 RBMY1B RBMY1D RBMY1E RBMY1F RBMY1J RBP4 RBPJ RCC1L RDX RELA RET RFTN1 RGCC RHBDD1 RHOXF1 RHOXF2 RHOXF2B RIF1 RIGI RIMS1 RIOK3 RIPK1 RIPK2 RLN2 RMND1 RNF135 RNF207 ROBO1 ROCK1 ROCK2 RORA RPL11 RPL23 RPL26 RPL5 RPS27L RPS3 RPS4X RPS6KA2 RPS6KB1 RPS6KB2 RPS7 RPUSD3 RPUSD4 RSAD2 RUNX1 RUNX2 S100A10 S100A13 SAA1 SAMD4A SASH3 SCAMP5 SCIMP SCRIB SCX SEC16B SECISBP2 SELENOK SEMA7A SERP1 SERPINB7 SERPINE1 SERPINF2 SETD2 SETD4 SETX SF3B4 SFRP4 SGF29 SH3BGRL SHH SHLD1 SHLD2 SHLD3 SIGLEC16 SIRT1 SIRT7 SLAMF1 SLAMF6 SLC11A1 SLC22A2 SLC24A3 SLC24A4 SLC26A9 SLC2A10 SLC38A2 SLC39A5 SLC6A4 SLC7A5 SMAD1 SMAD2 SMAD3 SMARCA4 SMARCB1 SMARCD1 SMO SNF8 SNRNP70 SNW1 SOD1 SORL1 SOX10 SOX11 SOX17 SOX4 SOX8 SOX9 SP1 SPHK1 SPHK2 SPI1 SPN SPON1 SPON2 SPRY2 SPTBN1 SRC SRPK2 SRSF1 SRY SSB STAP1 STAT1 STAT3 STAT5B STAT6 STH STING1 STMP1 STOML2 STOX1 STX4 SULF1 SULF2 SYK SYNCRIP TADA3 TAF15 TANK TARDBP TBK1 TBX21 TCF12 TCF23 TENT4A TENT4B TENT5A TENT5B TENT5C TENT5D TERF2 TESC TET1 TFAP2A TFR2 TFRC TGFB1 TGFBR1 THBS1 THRAP3 TICAM1 TICAM2 TIGIT TIRAP TLE1 TLR1 TLR2 TLR3 TLR4 TLR5 TLR6 TLR7 TLR8 TLR9 TMED10 TMED2 TMEM106A TMEM119 TMF1 TMIGD2 TNC TNF TNFRSF14 TNFRSF4 TNFRSF8 TNFSF11 TNFSF13 TNFSF4 TNP1 TNP2 TNXB TOB1 TOMM70 TP53 TP53BP1 TP53INP1 TRA2A TRA2B TRAF2 TRAF3 TRAF3IP2 TRAF3IP3 TRAF5 TRAF6 TRAPPC2B TREM2 TRIM15 TRIM16 TRIM24 TRIM27 TRIM32 TRIM56 TRIM6 TRIM65 TRMT10C TRMT112 TRPV4 TRUB1 TRUB2 TSLP TTBK1 TTC21B TTN TUSC2 TWIST1 TXK TYK2 TYROBP U2AF2 UBR5 UCN UHMK1 UNC93B1 UPF3A UPF3B UQCC2 USP16 USP21 USP50 VAMP3 VDR VEGFA VIM VIP VPS35 VPS72 VSIR VSTM2A VTCN1 WARS1 WBP2 WDR5 WDR77 WHRN WNT10A WNT11 WNT16 WNT3 WNT3A WNT5A WNT6 WNT7A WT1 XBP1 XCL1 XIAP YAP1 YBX1 YBX3 YTHDF1 YTHDF2 YTHDF3 YY1 ZAR1 ZBTB20 ZBTB7B ZC3H10 ZC3H12A ZC3HAV1 ZCCHC13 ZCCHC3 ZCCHC4 ZEB2-AS1 ZFP36 ZFPM1 ZMPSTE24 ZNF580 ZNF804A ZP3 ZPR1 GOBP_POSITIVE_REGULATION_OF_GLIAL_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_GLIAL_CELL_DIFFERENTIATION ASPA BIN1 BMP2 CLCF1 CLCN2 CXCR4 DAG1 DICER1 EGR2 GSX2 HDAC1 HDAC2 HES1 ID2 IL33 IL34 IL6ST LIF MAG MDK MIR142 MTOR MYRF NKX2-2 NKX6-1 NKX6-2 NOTCH1 OLIG2 PRMT5 PTN PTPRZ1 RELA RHEB RNF112 SERPINE2 SHH SPINT1 TENM4 TGFB1 TLR2 TNFRSF1B TP73 TTBK1 ZNF365 ZNF488 GOBP_POSITIVE_REGULATION_OF_GLIAL_CELL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_GLIAL_CELL_MIGRATION CCL3 CCR2 CRKL CSF1 CX3CL1 CX3CR1 MIR221 MIR222 P2RX4 P2RY12 RRAS2 TIAM1 TREM2 GOBP_POSITIVE_REGULATION_OF_GLIAL_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_GLIAL_CELL_PROLIFERATION CYSLTR1 ETV5 GFAP IL1B IL6 KRAS LTA LYN MECP2 MIR125B1 MIR221 MIR222 MYB NTN1 PLAG1 PPP1CC PRKCH PRKCI SLC7A5 TNF TSPO UFL1 VEGFC GOBP_POSITIVE_REGULATION_OF_GLIOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_GLIOGENESIS ASPA BIN1 BMP2 CLCF1 CLCN2 CXCR4 CYSLTR1 DAG1 DICER1 EGR2 ETV5 GFAP GJC2 GSX2 HDAC1 HDAC2 HES1 ID2 IL1B IL33 IL34 IL6 IL6ST KRAS LIF LRP2 LTA LYN MAG MDK MECP2 MIR125B1 MIR142 MIR221 MIR222 MTOR MYB MYRF NKX2-2 NKX6-1 NKX6-2 NOTCH1 NTN1 OLIG2 PLAG1 PPP1CC PRKCH PRKCI PRMT5 PTN PTPRZ1 RELA RHEB RNF112 SERPINE2 SHH SLC7A5 SOX10 SOX8 SPINT1 TENM4 TGFB1 TLR2 TNF TNFRSF1B TP73 TSPO TTBK1 UFL1 VEGFC ZNF365 ZNF488 GOBP_POSITIVE_REGULATION_OF_GLOMERULAR_MESANGIAL_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_GLOMERULAR_MESANGIAL_CELL_PROLIFERATION CFLAR EGR1 IL6R ITGB3 PDGFB PDGFD SERPINB7 GOBP_POSITIVE_REGULATION_OF_GLOMERULUS_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_GLOMERULUS_DEVELOPMENT AGTR2 NOG PAX2 PPP3CA RET GOBP_POSITIVE_REGULATION_OF_GLUCONEOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_GLUCONEOGENESIS ARPP19 CRY1 DDB1 FOXO1 GCG GPT GPT2 KAT2A KAT2B MIR103A1 MIR107 NNMT PPARA PPARGC1A PPP4R3B PRKACA PTPN2 SIRT1 SIRT7 STK11 WDR5 GOBP_POSITIVE_REGULATION_OF_GLUCOSE_IMPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_GLUCOSE_IMPORT ADIPOQ AKT1 AKT2 APPL1 ARPP19 C1QTNF12 CAPN10 CLTCL1 CREBL2 ERFE FGF19 FGF21 GPC3 IGF1 INS INSR IRS1 IRS2 ITLN1 KLF15 MAPK14 MEF2A MIR223 NFE2L2 OCLN OPN3 OSBPL8 PIK3R1 POU4F2 PRKCI PTH PTPN11 RHOQ RNASEL SLC1A2 SORBS1 TERT GOBP_POSITIVE_REGULATION_OF_GLUCOSE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_GLUCOSE_METABOLIC_PROCESS ACTN3 ADCY10 AKT1 AKT2 ARPP19 CRY1 DDB1 DYRK2 EPM2AIP1 FOXO1 GCG GCK GPLD1 GPT GPT2 IGF1 IGF2 INS INSR IRS1 IRS2 KAT2A KAT2B MIR103A1 MIR107 MIR210 NNMT PHKG2 PMAIP1 PPARA PPARGC1A PPP1R3E PPP1R3G PPP4R3B PRKACA PTH PTPN2 RGN SIRT1 SIRT7 SLC45A3 SORBS1 SRC STK11 WDR5 GOBP_POSITIVE_REGULATION_OF_GLUCOSE_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_GLUCOSE_TRANSMEMBRANE_TRANSPORT ADIPOQ AKT1 AKT2 APPL1 ARPP19 BRAF C1QTNF12 C2CD5 C3 CAPN10 CLIP3 CLTCL1 CREBL2 ERFE FGF19 FGF21 GH1 GIP GPC3 IGF1 INS INSR IRS1 IRS2 ITLN1 KLF15 MAPK14 MEF2A MIR223 NFE2L2 NR4A3 OCLN OPN3 OSBPL8 PIK3R1 POU4F2 PRKCI PTH PTPN11 RHOQ RNASEL SLC1A2 SORBS1 TERT GOBP_POSITIVE_REGULATION_OF_GLUTAMATE_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_GLUTAMATE_SECRETION ADORA2A AVP AVPR1A DTNBP1 GABBR1 KMO NTSR1 P2RX7 RAB3GAP1 STXBP1 SYT4 GOBP_POSITIVE_REGULATION_OF_GLYCOGEN_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_GLYCOGEN_METABOLIC_PROCESS ADCY10 AKT1 AKT2 DYRK2 EPM2AIP1 GCK IGF1 IGF2 INS INSR IRS1 IRS2 PHKG2 PPP1R3E PPP1R3G PTH SORBS1 GOBP_POSITIVE_REGULATION_OF_GLYCOLYTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_GLYCOLYTIC_PROCESS APP ARNT GAPDHS GPD1 HIF1A HTR2A IFNG IGF1 INS INSR KAT2B MLST8 MLXIPL MTOR P2RX7 PRKAA1 PRKAA2 PRXL2C PSEN1 RPTOR SLC4A4 ZBTB20 GOBP_POSITIVE_REGULATION_OF_GLYCOPROTEIN_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_GLYCOPROTEIN_METABOLIC_PROCESS ABCA2 ALG10B CCL19 CCL21 CCR7 CHP1 CTNNB1 GOLGA2 IGF1 IL15 IL33 MIR181B1 MUSTN1 NCSTN PAWR PLCB1 POMT1 POMT2 PXYLP1 RAB1A RAB1B RAMP1 SLC2A10 SLC51B SOAT1 TCF7L2 GOBP_POSITIVE_REGULATION_OF_GOLGI_TO_PLASMA_MEMBRANE_PROTEIN_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_GOLGI_TO_PLASMA_MEMBRANE_PROTEIN_TRANSPORT ACSL3 ATP2C1 CLN3 CNST RACK1 GOBP_POSITIVE_REGULATION_OF_GONADOTROPIN_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_GONADOTROPIN_SECRETION FOXL2 INHA INHBA INHBB KISS1 LEP SMAD4 GOBP_POSITIVE_REGULATION_OF_GONAD_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_GONAD_DEVELOPMENT CITED2 DHX37 DMRT1 NR5A1 RETN SOX9 SRY WT1 ZFPM2 GOBP_POSITIVE_REGULATION_OF_GRANULOCYTE_CHEMOTAXIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_GRANULOCYTE_CHEMOTAXIS C1QBP C3AR1 C5AR1 CAMK1D CCL19 CCL21 CCR7 CD74 CXCL8 CXCR2 DAPK2 DNM1L EDN1 IL23A IL4 LBP MCU MDK MOSPD2 NCKAP1L RAC1 RAC2 RIPOR2 S100A14 S100A7 THBS4 TIRAP XCL1 GOBP_POSITIVE_REGULATION_OF_GRANULOCYTE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_GRANULOCYTE_DIFFERENTIATION EVI2B HAX1 HCLS1 IL5 LEF1 MIR486-1 RUNX1 TESC TRIB1 GOBP_POSITIVE_REGULATION_OF_GRANULOCYTE_MACROPHAGE_COLONY_STIMULATING_FACTOR_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_GRANULOCYTE_MACROPHAGE_COLONY_STIMULATING_FACTOR_PRODUCTION CARD9 CD80 IL12B IL17D IL18 IL1B IL23A IL23R ISL1 LILRA2 PAEP RASGRP1 RIGI SYK TLR9 GOBP_POSITIVE_REGULATION_OF_GROWTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_GROWTH ACACB ACTN3 ADAM10 ADAM17 ADCY10 ADNP AGR2 AGRN AKAP6 AKT1 ANAPC2 ARMC12 ARX ATP8A2 AVP AVPR1A BASP1 BBS2 BBS4 BCL2 BDNF BMP10 BMPR1A BMPR2 BRAT1 CACNG7 CAPN3 CD38 CDC42 CDH4 CDK1 CDKL5 CDKN2AIP CEP43 CHD7 CIB1 CPNE5 CPNE6 CPNE9 CRABP2 CREB1 CSF1 CSH1 CSH2 CSHL1 CSNK2A1 CXCL12 CXCL16 CXCR4 CYFIP1 DDX3X DDX49 DERL2 DIO3 DISC1 DLL1 DNPH1 DRD2 DSCAM EDN1 EFNA5 EGFR EIF4G1 EIF4G2 ERBB2 ERBB4 EXOSC2 EXOSC4 EXOSC9 EXTL3 EZR F2 FGF2 FGF8 FGF9 FGFR2 FN1 FOXS1 FXN GATA6 GDI1 GH1 GH2 GHR GHRH GHRHR GHRL GHSR GLI1 GOLGA4 GPAM GPR21 H3-3A H3-3B H3-5 HBEGF HDGFL2 HEY2 HLX HOPX HPN HYAL1 IGF1 IGF2 IGFBP1 IL2 IL7 IL9 INO80 INS INSR ISLR2 IST1 ITSN2 KDM2B KLHL22 KRT17 L1CAM LEP LGI1 LIMK1 LPAR3 MACF1 MAP1B MAP2K5 MAP3K13 MAPK14 MAPKAP1 MAPT MECP2 MEF2C MEGF8 MFSD2A MIR17HG MIR199A1 MIR19A MIR19B1 MIR204 MIR208A MIR222 MIR509-1 MIR548C MIR590 MKKS MLST8 MMP14 MTM1 MTOR MTPN MUL1 MYOD1 N6AMT1 NCBP1 NEDD4L NGF NIPBL NOTCH1 NRP1 NTN1 PABIR1 PAFAH1B1 PARP2 PEX5 PIM1 PLAA PLCB1 PLS1 POU3F2 POU4F2 PPARD PPIB PPM1F PRKN PROX1 PRR5 PRSS2 PSMD10 PTK2B PUM2 RAG2 RASAL1 RBPJ RFTN1 RICTOR RIMS1 RIMS2 RND2 RNF157 RPS6KA1 RPS6KA3 RPS6KB1 RPTOR RUFY3 S100A8 S100A9 SASH3 SDCBP SEMA4D SEMA5A SEMA7A SERP1 SFN SFRP1 SFRP2 SHTN1 SLC23A2 SLC25A33 SLC44A4 SLC6A3 SLC9A1 SMAD7 SMARCB1 SMO SMURF1 SOX15 SPHK1 SPTBN4 SRF STAT5B SUPV3L1 SYT1 SYT14P1 SYT17 SYT2 SYT3 SYT4 TAF9B TBX2 TBX20 TBX5 TEAD1 TFCP2L1 TGFB2 TGFBR1 TGFBR3 TRIM32 TRPC5 TRPV2 TWF2 UCN UNC13A USP47 VEGFA VIL1 WFS1 WNT2 WNT3 WNT3A WT1 YAP1 YBX3 ZFPM2 ZFYVE27 ZNF639 ZP3 ZPR1 GOBP_POSITIVE_REGULATION_OF_GROWTH_HORMONE_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_GROWTH_HORMONE_SECRETION ADCYAP1 DRD2 GABBR1 GHRH GHRHR GHRL KISS1 SELENOT SERP1 GOBP_POSITIVE_REGULATION_OF_GTPASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_GTPASE_ACTIVITY ABR ADCYAP1 ADRB1 AGAP1 AGAP11 AGAP2 AGAP3 AGAP4 AGAP5 AGAP6 AGAP7P AGAP9 AGRN ALS2 APC2 ARAP1 ARHGAP11A ARHGAP11B ARHGAP22 ARHGAP24 ARHGAP25 ARHGAP27 ARHGAP29 ARHGAP42 ARHGAP45 ARHGEF10 ARHGEF15 ARHGEF16 ARHGEF19 ARHGEF26 ARHGEF5 ARHGEF7 ASAP3 BCAR3 BCR C9orf72 CAV2 CCDC125 CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL3 CCL3L1 CCL3L3 CCL4 CCL5 CCL7 CCL8 CCR7 CD40 CDKL5 CORO1C CX3CL1 CXCL13 DOCK10 DOCK11 DOCK6 DOCK7 DOCK8 DOCK9 DVL3 ECT2 EPHA1 EPHA2 ERBB2 EVI5 EVI5L EZH2 F2R F2RL1 FERMT2 FOXJ1 FZD10 GARNL3 GMIP GNB5 GPR65 GRTP1 GSK3B HRAS ITGA6 ITGB1 LARS1 LIMS1 MAP4K4 MAPRE2 MMUT MTSS2 NDEL1 NET1 NF1 NGEF NTF3 NTRK1 NTRK3 ODAM PICALM PIN1 PIP5K1A PKP4 PLXNB1 PREX1 PREX2 PRTN3 RAB11FIP2 RAB3GAP1 RACK1 RALBP1 RALGAPA1 RALGAPA2 RALGAPB RALGDS RALGPS1 RALGPS2 RANGAP1 RAP1A RAP1GAP RAP1GAP2 RAP1GDS1 RAPGEF1 RAPGEF2 RAPGEF3 RAPGEF4 RAPGEF5 RAPGEF6 RAPGEFL1 RASGEF1A RASGEF1B RASGEF1C RASGRF1 RASGRF2 RASGRP1 RASGRP2 RASGRP3 RASGRP4 RGL1 RGL3 RGL4 RGP1 RGS1 RGS10 RGS11 RGS16 RGS6 RGS7 RGS8 RGS9 RHOG RIC1 RSU1 RTN4R S100A10 SCRIB SEMA4D SFRP1 SGSM1 SGSM2 SGSM3 SH3BP1 SIPA1 SIPA1L1 SIPA1L2 SIPA1L3 SLC27A4 SMCR8 SNX13 SNX18 SNX9 SOS1 SOS2 SRGAP2 SYDE1 SYDE2 TAX1BP3 TBC1D1 TBC1D10A TBC1D10B TBC1D10C TBC1D12 TBC1D13 TBC1D14 TBC1D15 TBC1D16 TBC1D17 TBC1D2 TBC1D20 TBC1D21 TBC1D22A TBC1D22B TBC1D25 TBC1D26 TBC1D2B TBC1D3 TBC1D30 TBC1D3B TBC1D3C TBC1D3D TBC1D3E TBC1D3F TBC1D3G TBC1D3H TBC1D3I TBC1D3K TBC1D3L TBC1D4 TBC1D5 TBC1D7 TBC1D8 TBC1D8B TBC1D9 TBC1D9B TBCK TGM2 THY1 TIAM1 TIAM2 TSC1 USP17L2 USP6NL WDR41 WNT11 XCL1 XCL2 ZC3H15 GOBP_POSITIVE_REGULATION_OF_GUANYLATE_CYCLASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_GUANYLATE_CYCLASE_ACTIVITY ENSG00000290147 GUCA1A NOS1 NOS2 NOS3 GOBP_POSITIVE_REGULATION_OF_G_PROTEIN_COUPLED_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_G_PROTEIN_COUPLED_RECEPTOR_SIGNALING_PATHWAY ACP3 C3 CHGA CNTN2 DRD2 F2 FGF8 GAS2L2 GPER1 GPR27 GRP GSK3A ITGB3 KLK14 KLK5 KLK6 MRAP MRAP2 NECAB2 PDE6G PDE6H PHB1 PRKCA PRMT5 PTGDR2 SLC39A14 TMOD2 GOBP_POSITIVE_REGULATION_OF_HAIR_FOLLICLE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_HAIR_FOLLICLE_DEVELOPMENT FOXN1 FST GAL HPSE KRT17 MSX2 NUMA1 TGFB2 TNF TRADD WNT10B WNT5A GOBP_POSITIVE_REGULATION_OF_HAIR_FOLLICLE_MATURATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_HAIR_FOLLICLE_MATURATION GAL MSX2 TGFB2 WNT10B WNT5A GOBP_POSITIVE_REGULATION_OF_HEART_GROWTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_HEART_GROWTH ACACB AKAP6 BASP1 BMP10 BMPR1A CDK1 EDN1 ERBB4 FGF2 FGF9 FGFR2 GATA6 GLI1 HEY2 IGF1 MAPK14 MEF2C MIR17HG MIR199A1 MIR19A MIR19B1 MIR204 MIR208A MIR222 MIR509-1 MIR548C MIR590 NOTCH1 PARP2 PIM1 PROX1 RBPJ TBX2 TBX20 TBX5 TGFBR3 WNT2 WT1 YAP1 ZFPM2 GOBP_POSITIVE_REGULATION_OF_HEART_RATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_HEART_RATE ADA ADM ADM2 ADM5 ADRA1A ADRA1B ADRB1 ATP2A2 AVPR1A CHRNA7 EDN1 EDN2 EDN3 GCH1 HEY2 HRC KCNQ1 MIR1-1 NPPA PDE4D RGS4 RYR2 SCN3B SLC1A1 TACR3 TPM1 TRPM4 GOBP_POSITIVE_REGULATION_OF_HEART_RATE_BY_EPINEPHRINE_NOREPINEPHRINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_HEART_RATE_BY_EPINEPHRINE_NOREPINEPHRINE ADRA1A ADRA1B ADRB1 PDE4D TPM1 GOBP_POSITIVE_REGULATION_OF_HEAT_GENERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_HEAT_GENERATION ABAT CNR1 IL1B PTGER3 PTGS2 SLC27A1 TNF TNFRSF11A TNFSF11 GOBP_POSITIVE_REGULATION_OF_HELICASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_HELICASE_ACTIVITY CHTOP GTF2H2 MSH2 MSH3 MSH6 POT1 SSBP1 GOBP_POSITIVE_REGULATION_OF_HEMATOPOIETIC_PROGENITOR_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_HEMATOPOIETIC_PROGENITOR_CELL_DIFFERENTIATION DHX36 FOXC1 KITLG NUDT21 ZBTB1 ZNHIT1 GOBP_POSITIVE_REGULATION_OF_HEMATOPOIETIC_STEM_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_HEMATOPOIETIC_STEM_CELL_PROLIFERATION ATXN1L KAT7 KITLG N4BP2L2 PDCD2 THPO WNT1 WNT10B WNT5A GOBP_POSITIVE_REGULATION_OF_HEMOGLOBIN_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_HEMOGLOBIN_BIOSYNTHETIC_PROCESS ABCB10 KLF4 LDB1 PRMT1 SLC25A37 SLC6A9 GOBP_POSITIVE_REGULATION_OF_HEMOPOIESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_HEMOPOIESIS ACIN1 ACTB ACTL6A ACTL6B ADA ADAM8 AGER AMBRA1 ANXA1 AP3B1 AP3D1 ARID1A ARID1B ARID2 AXL BAD BCL6 BRD7 BTK BTN2A2 CASP8 CBFB CCL19 CCR1 CD101 CD27 CD4 CD46 CD74 CD80 CD83 CD86 CR1 CREB1 CSF1 CTNNBIP1 DCSTAMP DUSP10 EGR3 EVI2B FADD FES FOS FOXO3 FOXP3 GAS6 GATA3 GLI2 GLI3 GPR68 HAX1 HCLS1 HLA-DRA HLA-DRB1 HLA-G HLX HMGB1 HSF1 ID2 IFNG IHH IL10 IL12B IL12RB1 IL15 IL15RA IL17A IL18 IL1RL2 IL2 IL20 IL23A IL23R IL2RA IL2RG IL34 IL36B IL4 IL4I1 IL4R IL5 IL7 IL7R INPP5D ITPKB KAT5 KITLG KLF10 KLHL25 LEF1 LGALS1 LGALS3 LGALS9 LIF LILRB2 LILRB4 MALT1 MDK MIR145 MIR21 MIR486-1 MMP14 NCKAP1L NEDD9 NFKBID NFKBIZ NKAP NLRP3 NOTCH2 OCSTAMP PBRM1 PCID2 PCK1 PF4 PHF10 PIK3R6 PLA2G3 PNP POU4F1 POU4F2 PPARGC1B PPP2R3C PPP3CA PRKCA PRKCZ PRKDC PTPRC RAG1 RARA RASGRP1 RB1 RHOA RHOH RIPK1 RIPK2 ROR2 RPTOR RUNX1 RUNX3 SART1 SASH3 SHB SHH SLC9B2 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SOCS1 SOCS5 SOX12 SOX13 SOX4 SPI1 STAT5B SYK TESC TESPA1 TGFB1 TGFBR2 TMEM64 TNF TNFSF11 TNFSF4 TNFSF9 TOX TRAF6 TREM2 TRIB1 TYROBP VNN1 VSIR WNT10B XBP1 XRCC6 ZAP70 ZBTB1 ZBTB16 ZBTB46 ZBTB7B ZFP36L1 ZMIZ1 GOBP_POSITIVE_REGULATION_OF_HEPATIC_STELLATE_CELL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_HEPATIC_STELLATE_CELL_ACTIVATION ACTA2 DDR2 LEP MYB RPS6KA1 GOBP_POSITIVE_REGULATION_OF_HEPATOCYTE_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_HEPATOCYTE_PROLIFERATION CFLAR FGF1 HPN MDK MED1 PTN TNF TNFAIP3 WNT3A XBP1 GOBP_POSITIVE_REGULATION_OF_HETEROTYPIC_CELL_CELL_ADHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_HETEROTYPIC_CELL_CELL_ADHESION AGER BMP7 CD44 CEACAM6 FGA FGB FGG FLOT1 GCNT2 IL10 IL1B LCK SKAP1 TNF GOBP_POSITIVE_REGULATION_OF_HIGH_DENSITY_LIPOPROTEIN_PARTICLE_CLEARANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_HIGH_DENSITY_LIPOPROTEIN_PARTICLE_CLEARANCE GPLD1 LIPG MIR144 MIR302A MIR33A MIR33B TREM2 GOBP_POSITIVE_REGULATION_OF_HIPPO_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_HIPPO_SIGNALING ARRDC3 CORO7 DLG5 FRMD1 FRMD6 IQCJ-SCHIP1 SCHIP1 SOX11 SRC TIAL1 GOBP_POSITIVE_REGULATION_OF_HISTONE_ACETYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_HISTONE_ACETYLATION AUTS2 BAZ1B BRCA1 DDX21 DEK ERCC6 MYBBP1A PPARGC1A SF3B1 SMARCA5 GOBP_POSITIVE_REGULATION_OF_HISTONE_DEACETYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_HISTONE_DEACETYLATION BAZ2A RRP8 SIRT1 SMARCA5 SUV39H1 GOBP_POSITIVE_REGULATION_OF_HISTONE_METHYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_HISTONE_METHYLATION AUTS2 BAZ2A GCG HCFC1 KANSL1 KANSL2 KANSL3 KAT8 MCRS1 NELFA NELFE OGT PHF20 PRDM12 SMARCA5 WDR5 GOBP_POSITIVE_REGULATION_OF_HOMOTYPIC_CELL_CELL_ADHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_HOMOTYPIC_CELL_CELL_ADHESION ANK3 CCL5 CTSG EMILIN1 EMILIN2 F11R GP6 IL6 IL6ST JAK1 JAK2 MFSD2B MMRN1 PDPN PLAUR TNFSF11 GOBP_POSITIVE_REGULATION_OF_HORMONE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_HORMONE_BIOSYNTHETIC_PROCESS ADM ARNT BMP6 DAB2 EGR1 HIF1A IGF1R LHCGR WNT4 GOBP_POSITIVE_REGULATION_OF_HORMONE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_HORMONE_METABOLIC_PROCESS ADM ARNT BMP6 CTNS DAB2 EGR1 GATA3 HIF1A HPN IGF1R LHCGR PAX8 RDH10 SLCO1C1 WNT4 GOBP_POSITIVE_REGULATION_OF_HORMONE_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_HORMONE_SECRETION AACS ABAT ABCC8 ACSL4 ADCY8 ADCYAP1 AIMP1 ANO1 BAD BAIAP3 BLK BMP6 C1QTNF1 C1QTNF12 C1QTNF3 C2CD2L CAPN10 CASR CD38 CFTR CHRM3 CREB1 CRH CYP19A1 DAB2 DOC2B DRD2 EDN1 EDN3 F2 F2RL2 FFAR1 FFAR2 FFAR4 FGA FGB FGG FOXL2 GABBR1 GAL GALR1 GCG GCK GHRH GHRHR GHRL GIP GIPR GLUD1 GNA11 GPER1 GPLD1 GPR27 GPR68 GRP HCAR2 HFE HIF1A HLA-DRB1 ILDR1 INHA INHBA INHBB INS IRS2 ISL1 ITPR1 JAK2 KISS1 LEP LRRC8A MCU MPC2 MYB MYRIP NADK NKX3-1 NKX6-1 NLGN2 NMB NNAT NR0B2 NR1H4 ORAI1 OSBP P2RY1 PCK2 PDX1 PFKFB2 PFKM PLA2G3 PLA2G6 PLCB1 PPARG PPP3CB PRKACA PRKAR1A PRKCB PRKCE PRKD1 PSMD9 PTPN11 RAB8B RAPGEF4 RASL10B RBP4 RETN RFX6 RPH3AL SCT SELENOT SERP1 SIRT3 SIRT6 SLC2A2 SLC30A8 SMAD4 SNAP25 SNX4 SOX11 SOX4 SPINK1 SPP1 SRI STX4 SYBU TACR1 TARDBP TCF7L2 TFR2 TM7SF3 TMF1 TNFSF11 TRH TRPM4 TUNAR UCN UCN3 VAMP7 VAMP8 VSNL1 GOBP_POSITIVE_REGULATION_OF_HUMORAL_IMMUNE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_HUMORAL_IMMUNE_RESPONSE ACOD1 C3 CCR7 CR1 FCER2 FCGR2B HPX IL17A IL17F IL1B KLK3 KLK5 KLK7 LTA MIR520B MIR520E NOD2 PGC PHB1 PTPRC TNF TREM2 ZP3 ZP4 GOBP_POSITIVE_REGULATION_OF_HUMORAL_IMMUNE_RESPONSE_MEDIATED_BY_CIRCULATING_IMMUNOGLOBULIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_HUMORAL_IMMUNE_RESPONSE_MEDIATED_BY_CIRCULATING_IMMUNOGLOBULIN FCER2 HPX LTA NOD2 PTPRC TNF TREM2 GOBP_POSITIVE_REGULATION_OF_HYDROGEN_PEROXIDE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_HYDROGEN_PEROXIDE_METABOLIC_PROCESS DUOXA1 DUOXA2 NNT SNCA SOD2 ZNF205 GOBP_POSITIVE_REGULATION_OF_HYDROLASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_HYDROLASE_ACTIVITY ABL2 ABR ACER2 ACVR1C ADCYAP1 ADRA1A ADRB1 AGAP1 AGAP11 AGAP2 AGAP3 AGAP4 AGAP5 AGAP6 AGAP7P AGAP9 AGER AGRN AGTR1 AGTR2 AIFM1 AIM2 AKT1 ALS2 ANG ANP32B APAF1 APC2 APH1A APH1B APOA1 APOA4 APOA5 APOC2 APOH ARAP1 ARF4 ARHGAP11A ARHGAP11B ARHGAP22 ARHGAP24 ARHGAP25 ARHGAP27 ARHGAP29 ARHGAP42 ARHGAP45 ARHGAP6 ARHGEF10 ARHGEF15 ARHGEF16 ARHGEF19 ARHGEF26 ARHGEF5 ARHGEF7 ARL1 ARL6IP5 ASAP3 ASPH ATP2A3 AVPR1A AVPR1B BAD BAK1 BAX BBC3 BCAP31 BCAR3 BCL10 BCL2L10 BCL2L13 BCR BID BLID BMP2 BOK C5AR1 C9orf72 CALM1 CALM2 CALM3 CARD8 CARD9 CASC2 CASP1 CASP10 CASP2 CASP8 CASP8AP2 CASP9 CAV2 CCDC125 CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL3 CCL3L1 CCL3L3 CCL4 CCL5 CCL7 CCL8 CCR7 CD200 CD300A CD33 CD40 CD86 CDKL5 CHP2 CIDEB CLDN3 CLDN4 CLEC7A COL4A3 CORO1C CR1 CRADD CTSD CTSH CTSK CTSL CTSS CTSV CX3CL1 CXCL13 CYCS CYFIP2 DAP DAPK1 DDRGK1 DDX11 DDX3X DIABLO DLC1 DOCK10 DOCK11 DOCK6 DOCK7 DOCK8 DOCK9 DVL3 ECT2 EDNRA EFNA1 EFNA3 EGFR EGLN3 EIF2AK3 EPHA1 EPHA2 EPHA4 ERBB2 ESR1 EVI5 EVI5L EZH2 F2R F2RL1 F3 FADD FAM162A FAS FASLG FCRL3 FERMT2 FGF2 FGFR1 FGFR2 FGFR3 FIS1 FLT1 FNTA FOXJ1 FOXL2 FYN FZD10 GARNL3 GBA3 GMIP GNA12 GNA13 GNA15 GNAQ GNB5 GPER1 GPIHBP1 GPLD1 GPR55 GPR65 GRAMD4 GRIN1 GRIN2A GRIN2B GRN GRTP1 GSK3B GSN HIP1 HIP1R HMGB1 HMGB2 HRAS HSP90AB1 HSPA1A HSPD1 HSPE1 HTR2A HTR2B HTRA2 IFI16 IFNG IFT57 ITGA1 ITGA6 ITGB1 ITK JAK2 KHDC1 KHDC1L KIT LAPTM5 LARS1 LCK LGALS9 LGMN LIMS1 LPAR1 LPAR2 LYN MAGI2 MALT1 MAP3K5 MAP4K4 MAPK12 MAPRE2 MAPT MBP MEF2C MEFV MIR15A MIR16-1 MIR17 MIR182 MIR195 MIR205 MIR21 MIR27B MIR29B1 MIR92A1 MMUT MTCH1 MTMR9 MTOR MTSS2 MUL1 MYC NCSTN NDEL1 NDUFA13 NET1 NF1 NGEF NGFR NKX3-1 NLRC4 NLRP1 NLRP12 NLRP2 NLRP3 NMUR1 NOD1 NODAL NR1H2 NR1H3 NTF3 NTRK1 NTRK3 ODAM P2RY12 P2RY6 PCNA PDCD2 PDCD5 PDCD6 PDGFRA PDGFRB PDPK1 PERP PHB1 PHB2 PICALM PIDD1 PIN1 PINK1 PIP5K1A PKP4 PLA2G1B PLA2G5 PLAA PLCB2 PLEK PLIN5 PLXNB1 PMAIP1 PNLIP PPARG PPM1F PPP1R12A PPP1R14D PPP1R15A PPP1R15B PRELID1 PREX1 PREX2 PRKCD PRR7 PRSS22 PRTN3 PSAP PSENEN PSME1 PSME2 PSME3 PTH PTPA PTPRC PYCARD RAB11FIP2 RAB3GAP1 RACK1 RALBP1 RALGAPA1 RALGAPA2 RALGAPB RALGDS RALGPS1 RALGPS2 RANGAP1 RAP1A RAP1GAP RAP1GAP2 RAP1GDS1 RAPGEF1 RAPGEF2 RAPGEF3 RAPGEF4 RAPGEF5 RAPGEF6 RAPGEFL1 RASGEF1A RASGEF1B RASGEF1C RASGRF1 RASGRF2 RASGRP1 RASGRP2 RASGRP3 RASGRP4 RCN3 REST RFPL1 RGL1 RGL3 RGL4 RGP1 RGS1 RGS10 RGS11 RGS16 RGS6 RGS7 RGS8 RGS9 RHOA RHOC RHOG RIC1 RIPK2 RIPK3 ROBO1 ROCK1 ROCK2 RPS27L RPS3 RSU1 RTN4R S100A10 S100A8 S100A9 S1PR4 SCRIB SELE SEMA4D SEMG1 SEMG2 SENP1 SERPINB3 SFRP1 SGSM1 SGSM2 SGSM3 SH3BP1 SIPA1 SIPA1L1 SIPA1L2 SIPA1L3 SIRT1 SLC22A2 SLC27A4 SMAD3 SMCR8 SNCA SNX13 SNX18 SNX9 SOS1 SOS2 SOX7 SRGAP2 ST18 ST20 STAT3 SYDE1 SYDE2 SYK TANK TAX1BP3 TBC1D1 TBC1D10A TBC1D10B TBC1D10C TBC1D12 TBC1D13 TBC1D14 TBC1D15 TBC1D16 TBC1D17 TBC1D2 TBC1D20 TBC1D21 TBC1D22A TBC1D22B TBC1D25 TBC1D26 TBC1D2B TBC1D3 TBC1D30 TBC1D3B TBC1D3C TBC1D3D TBC1D3E TBC1D3F TBC1D3G TBC1D3H TBC1D3I TBC1D3K TBC1D3L TBC1D4 TBC1D5 TBC1D7 TBC1D8 TBC1D8B TBC1D9 TBC1D9B TBCK TGM2 THY1 TIAM1 TIAM2 TNF TNFSF10 TNFSF15 TSC1 TTBK1 TXK UACA USP17L2 USP50 USP6NL VCP VSIR WDR41 WNT11 WRN XCL1 XCL2 XDH ZC3H15 GOBP_POSITIVE_REGULATION_OF_HYPERSENSITIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_HYPERSENSITIVITY BTK C3 CCR7 FCGR1A HLA-E ZP3 GOBP_POSITIVE_REGULATION_OF_IMMATURE_T_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_IMMATURE_T_CELL_PROLIFERATION BMI1 FOXP3 IL1A IL1B RIPK2 SHH GOBP_POSITIVE_REGULATION_OF_IMMUNE_EFFECTOR_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_IMMUNE_EFFECTOR_PROCESS ADGRE2 ADORA2B ANKRD17 ANXA1 AP1G1 APPL2 ARG1 ARID5A ATAD5 B2M BCL10 BTK C12orf4 C17orf99 C3 CADM1 CAMK4 CARD9 CCL19 CCR2 CD160 CD177 CD1A CD1B CD1C CD1D CD1E CD226 CD244 CD28 CD300A CD36 CD40 CD46 CD55 CD74 CD80 CD81 CD84 CD86 CFP CLCF1 CLEC7A CLNK COLEC10 COLEC11 CR1 CRTAM CYRIB DDX1 DDX21 DDX60 DENND1B DHX36 DHX58 DNAJB9 ENPP3 EPHB2 EXOSC3 EXOSC6 F2RL1 FADD FBXO38 FCER2 FCGR1A FCN1 FCN2 FCN3 FER FES FFAR2 FFAR3 FGR FOXF1 FOXP3 FZD5 GAB2 GATA1 GATA2 GATA3 GPI GPRC5B HFE HK1 HLA-A HLA-B HLA-C HLA-DMB HLA-DRA HLA-DRB1 HLA-DRB3 HLA-E HLA-F HLA-G HLA-H HLX HMCES HPX HSPD1 IFNG IL10 IL12A IL12B IL12RB1 IL13 IL13RA2 IL17A IL17F IL18 IL18R1 IL18RAP IL1B IL1R1 IL2 IL21 IL23A IL23R IL33 IL4 IL4R IL5 IL6 INAVA IRF5 ITGAM ITGB2 KIR2DL4 KIT KLK3 KLK5 KLK7 KLRC1 KLRC2 KLRC3 KLRC4 KLRC4-KLRK1 KLRD1 KLRK1 KMT5B KMT5C LACC1 LAG3 LAMP1 LAPTM5 LBP LGALS9 LILRB1 LTA LYN MAD2L2 MALT1 MAP3K7 MAPKAPK2 MAVS MBL2 MICA MICB MIF MIR21 MIR520B MIR520E MLH1 MR1 MSH2 MYD88 MYO18A MZB1 NCR3 NECTIN2 NFKBID NFKBIZ NLRP3 NOD1 NOD2 NOS2 NR4A3 NSD2 P2RX7 PANX1 PAXIP1 PCK1 PDPK1 PGC PHB1 PHB2 PLA2G3 PLA2G5 PLCG2 PMS2 PRKCZ PTAFR PTPN22 PTPN6 PTPRC PTPRJ PVR PYCARD RABGEF1 RAC2 RAET1E RAET1G RAET1L RARA RASGRP1 RBP4 RIF1 RIGI RIPK2 RPS19 RSAD2 SASH3 SCIMP SEMA7A SH2D1A SH2D1B SHB SHLD1 SHLD2 SHLD3 SIRT1 SLAMF1 SLAMF6 SLC22A13 SLC7A5 SNX4 SOCS5 SPHK2 SPI1 SPON2 STAP1 STAT5B STAT6 STX4 STX7 STXBP1 STXBP2 SYK TAP2 TBX21 TFRC TGFB1 TICAM1 TICAM2 TLR3 TLR4 TLR7 TLR9 TNF TNFRSF14 TNFRSF4 TNFSF13 TNFSF4 TP53BP1 TRAF2 TRAF6 TREM2 TRIM6 TYROBP ULBP1 ULBP2 ULBP3 UNC13D USP17L2 VAMP3 VAMP7 VAMP8 VAV1 WNT5A XBP1 XCL1 ZBTB1 ZP3 GOBP_POSITIVE_REGULATION_OF_IMMUNE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_IMMUNE_RESPONSE A2M ABL1 ACOD1 ADA ADAM8 ADORA2B AIM2 AKIRIN2 ALPK1 ANKRD17 ANXA1 AP1G1 AP3B1 APPL1 APPL2 ARID5A ARRB2 ATAD5 ATAT1 B2M BAG6 BANK1 BAX BCAR1 BCL10 BCL2 BIRC2 BIRC3 BLK BLNK BMX BPIFB1 BRAF BRCC3 BTK BTN1A1 BTN2A1 BTN2A2 BTN2A3P BTN3A1 BTN3A2 BTN3A3 BTNL10P BTNL2 BTNL3 BTNL8 BTNL9 C17orf99 C1QA C1QB C1QBP C1QC C1R C1RL C1S C2 C3 C3AR1 C4A C4B C4BPA C4BPB C5 C5AR1 C5AR2 C6 C7 C8A C8B C8G C9 CACNB3 CACNB4 CACTIN CADM1 CARD11 CARD8 CARD9 CASP1 CASP6 CAV1 CBLB CCL19 CCL5 CCR2 CCR7 CD14 CD160 CD177 CD19 CD1A CD1B CD1C CD1D CD1E CD22 CD226 CD247 CD274 CD276 CD28 CD300A CD300LF CD36 CD38 CD3D CD3E CD3G CD4 CD40 CD46 CD47 CD55 CD59 CD5L CD74 CD79A CD79B CD80 CD81 CD86 CD8A CD8B CEACAM1 CFB CFD CFH CFHR1 CFHR2 CFHR3 CFHR4 CFHR5 CFI CFP CGAS CHUK CLCF1 CLEC4E CLEC6A CLEC7A CLNK CLPB CLU CMKLR1 CMTM3 CNR1 COLEC10 COLEC11 COLEC12 CPTP CR1 CR1L CR2 CREBBP CRKL CRTAM CSK CSNK1A1 CTLA4 CTSG CTSS CYBA CYLD CYRIB DAB2IP DDX3X DDX60 DENND1B DGKZ DHX33 DHX58 DHX9 DUSP22 DUSP3 ECSIT EIF2AK2 EIF2AK4 EIF2B1 EIF2B2 EIF2B3 EIF2B4 EIF2B5 ELANE ELF1 EP300 EPG5 ERBIN EREG ERMAP ESR1 EXOSC3 EXOSC6 EZR F2RL1 FADD FBXL2 FBXO38 FCER1G FCER2 FCGR1A FCGR2B FCHO1 FCN1 FCN2 FCN3 FCRL3 FFAR2 FGR FLOT1 FLOT2 FOSL1 FOSL2 FOXP1 FOXP3 FPR1 FPR2 FPR3 FYB1 FYB2 FYN FZD5 GAB2 GATA1 GATA2 GATA3 GBP1 GBP2 GBP5 GCSAM GCSAML GFI1 GPATCH3 GPLD1 GPR108 GPR151 GPR31 GPR32 GPR32P1 GPR33 GPS2 GRAMD4 GRB2 GSDME HAVCR2 HCK HEXIM1 HFE HHLA2 HLA-A HLA-B HLA-C HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G HLA-H HLX HMCES HMGB1 HMGB2 HMSD HPX HRAS HRG HSP90AA1 HSPA1A HSPA1B HSPA8 HSPD1 ICOSLG IDO1 IFI16 IFI35 IFIH1 IFNB1 IFNG IFNK IFNL1 IFNL2 IFNL3 IFNL4 IGHA1 IGHA2 IGHD IGHE IGHG1 IGHG2 IGHG3 IGHG4 IGHM IGKC IGLC1 IGLC3 IGLC6 IGLC7 IKBKB IKBKE IKBKG IL10 IL12A IL12B IL12RB1 IL13 IL15 IL17A IL17F IL18 IL18R1 IL18RAP IL1B IL1R1 IL2 IL21 IL23A IL23R IL27RA IL33 IL4 IL4R IL6 IL6ST INAVA INPP5D IPO5 IRAK1 IRAK2 IRAK3 IRAK4 IRF1 IRF3 IRF4 IRF7 IRGM ITCH ITGAM ITGB2 ITK JAK2 KARS1 KCNJ8 KCNN4 KHDRBS1 KIR2DL4 KIR2DS2 KLHL6 KLK3 KLK5 KLK7 KLRC1 KLRC2 KLRC3 KLRC4 KLRC4-KLRK1 KLRD1 KLRK1 KMT5B KMT5C KRT1 LACC1 LAG3 LAMP1 LAPTM5 LAT LAT2 LAX1 LBP LCK LCP2 LGALS3 LGALS9 LGR4 LILRA2 LILRA4 LILRB1 LILRB4 LIME1 LIMK1 LIPA LPXN LRCH4 LRRC14 LRRC19 LSM14A LTA LTF LY96 LYN MAD2L2 MALT1 MAP2K6 MAP3K7 MAPK1 MAPK8 MAPKAPK2 MAPKAPK3 MARK4 MASP1 MASP2 MATR3 MAVS MBL2 MED1 MEF2C MEFV MFHAS1 MICA MICB MIR136 MIR140 MIR146A MIR149 MIR17 MIR18A MIR19A MIR20A MIR21 MIR34A MIR520B MIR520E MIR708 MLH1 MMP12 MNDA MOG MR1 MS4A1 MSH2 MYD88 MYO1G NAGK NAGLU NAIP NCKAP1L NCR3 NCR3LG1 NECTIN2 NEK7 NFAM1 NFATC2 NFKB1 NFKBIA NFKBID NFKBIL1 NFKBIZ NINJ1 NLRC3 NLRC4 NLRC5 NLRP1 NLRP10 NLRP2B NLRP3 NLRP6 NLRX1 NMI NOD1 NOD2 NONO NOP53 NPLOC4 NR1D1 NR1H3 NR1H4 NR4A3 NSD2 OAS1 OAS3 OASL OTUD4 OTULIN P2RX7 PAK1 PAK2 PAK3 PARK7 PARP9 PAWR PAXIP1 PCK1 PDE4B PDE4D PDPK1 PELI1 PGC PHB1 PHB2 PHPT1 PIK3AP1 PIK3CA PIK3CD PIK3R1 PJA2 PLA2G1B PLA2G3 PLA2G4A PLA2G5 PLA2G6 PLCG1 PLCG2 PLCL2 PLD2 PLEKHA1 PLPP4 PLSCR1 PMS2 POLR3B POLR3C POLR3D POLR3F POLR3G PPP2CA PQBP1 PRAM1 PRKCB PRKCD PRKCE PRKCH PRKCQ PRKCZ PRKD1 PRKD2 PRKDC PRNP PSEN1 PSPC1 PTAFR PTK2 PTPN2 PTPN22 PTPN6 PTPRC PTPRJ PTPRS PUM1 PUM2 PVR PVRIG PYCARD PYDC1 PYDC2 PYDC5 PYHIN1 RAB11FIP2 RAB29 RAB7B RABGEF1 RAET1E RAET1G RAET1L RARA RASGRP1 RBCK1 RBM14 RBM47 RC3H1 RC3H2 REG3G RELA RFTN1 RGCC RIF1 RIGI RIOK3 RIPK2 RNF125 RNF135 RNF185 RNF31 RPS19 RPS3 RPS6KA3 RSAD2 RTN4 S100A14 SARM1 SASH3 SCARA3 SCIMP SEC14L1 SERPING1 SFPQ SH2B2 SH2D1A SH2D1B SHB SHLD1 SHLD2 SHLD3 SIN3A SIRT1 SIRT2 SKAP1 SLA2 SLAMF1 SLAMF6 SLC11A1 SLC15A2 SLC15A3 SLC15A4 SLC22A13 SLC39A10 SLC39A6 SLC46A2 SMPDL3B SNX4 SOCS5 SOS1 SPG21 SPHK2 SPI1 SPPL3 SRC STAP1 STAT5B STAT6 STING1 STK11 STMP1 STOML2 STX4 STX7 STXBP1 SUSD4 SVEP1 SYK TAP2 TARBP2 TASL TBK1 TBX21 TEC TESPA1 TFRC TGFB1 TGFB2 THEMIS THEMIS2 THY1 TICAM1 TICAM2 TIFA TIRAP TKFC TLR1 TLR10 TLR2 TLR3 TLR4 TLR5 TLR6 TLR7 TLR8 TLR9 TMEM126A TMIGD2 TNF TNFAIP3 TNFRSF21 TNFSF13 TNFSF13B TNFSF4 TNIP1 TNIP2 TNIP3 TOMM70 TP53BP1 TRAC TRAF2 TRAF3 TRAF6 TRAT1 TRBC1 TRBC2 TRDC TREM2 TREML4 TREX1 TRGC1 TRGC2 TRIL TRIM11 TRIM15 TRIM25 TRIM3 TRIM31 TRIM41 TRIM5 TRIM56 TRIM6 TRIM62 TSPAN6 TXK TYK2 TYRO3 TYROBP UBASH3A UBE2K UBE2N UBQLN1 UFD1 ULBP1 ULBP2 ULBP3 UNC93B1 USP15 USP17L2 USP27X USP29 USP50 VAMP7 VAMP8 VAV1 VAV2 VAV3 VSIG4 VTCN1 WDFY1 WNK1 WNT5A XBP1 XCL1 XIAP XRCC5 XRCC6 YES1 ZAP70 ZBP1 ZBTB1 ZC3H12A ZCCHC3 ZDHHC12 ZDHHC5 ZNFX1 ZNRF1 ZNRF4 ZP3 ZP4 GOBP_POSITIVE_REGULATION_OF_IMMUNE_SYSTEM_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_IMMUNE_SYSTEM_PROCESS A2M ABL1 ABL2 ACIN1 ACOD1 ACTB ACTL6A ACTL6B ADA ADAM10 ADAM17 ADAM8 ADGRE2 ADORA2B AGER AIF1 AIM2 AKIRIN1 AKIRIN2 AKT1 ALPK1 AMBRA1 ANKRD17 ANO6 ANXA1 AP1G1 AP3B1 AP3D1 APP APPL1 APPL2 AQP3 ARG1 ARID1A ARID1B ARID2 ARID5A ARRB2 ASCL2 ATAD5 ATAT1 AXL B2M BAD BAG6 BANK1 BAX BCAR1 BCL10 BCL2 BCL6 BDKRB1 BIRC2 BIRC3 BLK BLNK BLOC1S3 BLOC1S6 BMI1 BMX BPIFB1 BRAF BRCC3 BRD7 BST1 BTK BTN1A1 BTN2A1 BTN2A2 BTN2A3P BTN3A1 BTN3A2 BTN3A3 BTNL10P BTNL2 BTNL3 BTNL8 BTNL9 C12orf4 C17orf99 C1QA C1QB C1QBP C1QC C1R C1RL C1S C2 C3 C3AR1 C4A C4B C4BPA C4BPB C5 C5AR1 C5AR2 C6 C7 C8A C8B C8G C9 CACNB3 CACNB4 CACTIN CADM1 CALR CAMK1D CAMK4 CARD11 CARD8 CARD9 CASP1 CASP6 CASP8 CAV1 CBFB CBLB CCDC88B CCL1 CCL19 CCL2 CCL20 CCL21 CCL24 CCL3 CCL4 CCL5 CCL7 CCR1 CCR2 CCR6 CCR7 CD101 CD14 CD160 CD177 CD19 CD1A CD1B CD1C CD1D CD1E CD2 CD209 CD22 CD226 CD24 CD244 CD247 CD27 CD274 CD276 CD28 CD300A CD300LF CD320 CD36 CD38 CD3D CD3E CD3G CD4 CD40 CD40LG CD46 CD47 CD5 CD55 CD59 CD5L CD6 CD70 CD74 CD79A CD79B CD80 CD81 CD83 CD84 CD86 CD8A CD8B CD99 CD99L2 CDKN1A CEACAM1 CEBPA CFB CFD CFH CFHR1 CFHR2 CFHR3 CFHR4 CFHR5 CFI CFP CGAS CHRNB2 CHUK CLCF1 CLEC4D CLEC4E CLEC6A CLEC7A CLECL1P CLNK CLPB CLU CMKLR1 CMTM3 CNR1 COLEC10 COLEC11 COLEC12 CORO1A CPTP CR1 CR1L CR2 CREB1 CREB3 CREBBP CRKL CRLF2 CRTAM CSF1 CSF1R CSK CSNK1A1 CTLA4 CTNNBIP1 CTSC CTSG CTSS CX3CL1 CX3CR1 CXCL10 CXCL12 CXCL13 CXCL17 CXCL8 CXCR2 CYBA CYLD CYRIB DAB2IP DAPK2 DCSTAMP DDX1 DDX21 DDX3X DDX60 DEFB124 DENND1B DGKZ DHPS DHX33 DHX36 DHX58 DHX9 DNAJA3 DNAJB9 DNM1L DOCK8 DPP4 DUSP10 DUSP22 DUSP3 EBI3 ECSIT EDN1 EDN2 EDN3 EFNB1 EFNB2 EFNB3 EGR3 EIF2AK2 EIF2AK4 EIF2B1 EIF2B2 EIF2B3 EIF2B4 EIF2B5 ELANE ELF1 ENPP3 EP300 EPG5 EPHB2 EPO ERBIN EREG ERMAP ESR1 EVI2B EXOSC3 EXOSC6 EZR F2RL1 F7 FADD FBXL2 FBXO38 FCER1G FCER2 FCGR1A FCGR2B FCGR3A FCHO1 FCN1 FCN2 FCN3 FCRL3 FER FES FFAR2 FFAR3 FGF10 FGR FLOT1 FLOT2 FOS FOSL1 FOSL2 FOXF1 FOXJ1 FOXO3 FOXP1 FOXP3 FPR1 FPR2 FPR3 FUT4 FUT7 FYB1 FYB2 FYN FZD5 GAB2 GAS6 GATA1 GATA2 GATA3 GBP1 GBP2 GBP5 GCSAM GCSAML GFI1 GLI2 GLI3 GPAM GPATCH3 GPI GPLD1 GPR108 GPR151 GPR183 GPR31 GPR32 GPR32P1 GPR33 GPR68 GPRC5B GPS2 GPSM3 GRAMD4 GRB2 GSDME HAMP HAVCR1 HAVCR2 HAX1 HCAR2 HCK HCLS1 HES1 HEXIM1 HFE HHLA2 HK1 HLA-A HLA-B HLA-C HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G HLA-H HLX HMCES HMGB1 HMGB2 HMSD HPX HRAS HRG HSF1 HSP90AA1 HSPA1A HSPA1B HSPA8 HSPD1 HSPH1 ICAM1 ICOS ICOSLG ID2 IDO1 IFI16 IFI35 IFIH1 IFNB1 IFNG IFNK IFNL1 IFNL2 IFNL3 IFNL4 IGF1 IGF2 IGFBP2 IGHA1 IGHA2 IGHD IGHE IGHG1 IGHG2 IGHG3 IGHG4 IGHM IGKC IGLC1 IGLC3 IGLC6 IGLC7 IHH IKBKB IKBKE IKBKG IL10 IL12A IL12B IL12RB1 IL13 IL13RA2 IL15 IL15RA IL17A IL17F IL18 IL18R1 IL18RAP IL1A IL1B IL1R1 IL1RL1 IL1RL2 IL2 IL20 IL21 IL23A IL23R IL27RA IL2RA IL2RG IL33 IL34 IL36B IL4 IL4I1 IL4R IL5 IL6 IL6R IL6ST IL7 IL7R INAVA INPP5D IPO5 IRAK1 IRAK2 IRAK3 IRAK4 IRF1 IRF3 IRF4 IRF5 IRF7 IRGM IRS2 ITCH ITGA2 ITGA2B ITGA4 ITGAM ITGB2 ITGB3 ITK ITPKB JAK2 JAM2 JAM3 KARS1 KAT5 KCNJ8 KCNN4 KHDRBS1 KIR2DL4 KIR2DS2 KIT KITLG KLF10 KLHL25 KLHL6 KLK3 KLK5 KLK7 KLRC1 KLRC2 KLRC3 KLRC4 KLRC4-KLRK1 KLRD1 KLRK1 KMT5B KMT5C KRT1 LACC1 LAG3 LAMP1 LAPTM5 LAT LAT2 LAX1 LBP LCK LCP2 LEF1 LEP LGALS1 LGALS3 LGALS9 LGMN LGR4 LIF LILRA2 LILRA4 LILRB1 LILRB2 LILRB4 LIME1 LIMK1 LIPA LPXN LRCH4 LRRC14 LRRC19 LRRK2 LSM14A LTA LTF LY96 LYN LYVE1 MAD2L2 MADCAM1 MALT1 MAP2K6 MAP3K7 MAP3K8 MAPK1 MAPK3 MAPK8 MAPKAPK2 MAPKAPK3 MARK4 MASP1 MASP2 MATR3 MAVS MBL2 MCU MDK MED1 MEF2C MEFV MFHAS1 MIA3 MICA MICB MIF MIR128-1 MIR136 MIR140 MIR142 MIR145 MIR146A MIR149 MIR17 MIR18A MIR19A MIR20A MIR21 MIR30B MIR34A MIR486-1 MIR520B MIR520E MIR708 MLH1 MMP12 MMP14 MMP8 MNDA MOG MOSPD2 MPL MR1 MS4A1 MSH2 MSTN MTOR MYD88 MYO18A MYO1G MZB1 NAGK NAGLU NAIP NCK1 NCK2 NCKAP1L NCR3 NCR3LG1 NECTIN2 NEDD9 NEK7 NF1 NFAM1 NFATC2 NFKB1 NFKBIA NFKBID NFKBIL1 NFKBIZ NINJ1 NKAP NLRC3 NLRC4 NLRC5 NLRP1 NLRP10 NLRP2B NLRP3 NLRP6 NLRX1 NMI NOD1 NOD2 NONO NOP53 NOS2 NOTCH2 NPLOC4 NR1D1 NR1H3 NR1H4 NR4A3 NSD2 OAS1 OAS3 OASL OCSTAMP OTUD4 OTULIN OXSR1 P2RX4 P2RX7 P2RY12 PAK1 PAK2 PAK3 PANX1 PARK7 PARP9 PAWR PAXIP1 PBRM1 PCID2 PCK1 PDCD1LG2 PDE4B PDE4D PDGFD PDPK1 PELI1 PF4 PGC PGF PHB1 PHB2 PHF10 PHPT1 PIK3AP1 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R6 PJA2 PLA2G1B PLA2G3 PLA2G4A PLA2G5 PLA2G6 PLA2G7 PLCG1 PLCG2 PLCL2 PLD2 PLEKHA1 PLPP4 PLPP6 PLSCR1 PLVAP PMS2 PNP POLR3B POLR3C POLR3D POLR3F POLR3G POU4F1 POU4F2 PPARGC1B PPP2CA PPP2R3C PPP3CA PQBP1 PRAM1 PRKCA PRKCB PRKCD PRKCE PRKCH PRKCQ PRKCZ PRKD1 PRKD2 PRKDC PRLR PRNP PRSS56 PSEN1 PSPC1 PTAFR PTK2 PTK2B PTN PTPN11 PTPN2 PTPN22 PTPN6 PTPRC PTPRJ PTPRS PUM1 PUM2 PVR PVRIG PYCARD PYDC1 PYDC2 PYDC5 PYHIN1 RAB11FIP2 RAB29 RAB7B RABGEF1 RAC1 RAC2 RAET1E RAET1G RAET1L RAG1 RARA RARRES2 RASAL3 RASGRP1 RB1 RBCK1 RBM14 RBM47 RBP4 RC3H1 RC3H2 REG3G RELA RFTN1 RGCC RHOA RHOH RIF1 RIGI RIOK3 RIPK1 RIPK2 RIPOR2 RNF125 RNF135 RNF185 RNF31 ROR2 RPS19 RPS3 RPS6KA3 RPTOR RSAD2 RTN4 RUNX1 RUNX3 S100A14 S100A7 SARM1 SART1 SASH3 SCARA3 SCIMP SEC14L1 SELE SELENOK SELP SEMA7A SERPINE1 SERPING1 SFPQ SH2B2 SH2D1A SH2D1B SH3KBP1 SHB SHH SHLD1 SHLD2 SHLD3 SIN3A SIRPA SIRPB1 SIRPG SIRT1 SIRT2 SKAP1 SLA2 SLAMF1 SLAMF6 SLC11A1 SLC15A2 SLC15A3 SLC15A4 SLC22A13 SLC39A10 SLC39A6 SLC46A2 SLC7A1 SLC7A5 SLC9B2 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMPDL3B SNX4 SOCS1 SOCS5 SOS1 SOX12 SOX13 SOX4 SPACA3 SPG21 SPHK2 SPI1 SPN SPON2 SPPL3 SPTA1 SRC STAP1 STAT5B STAT6 STING1 STK11 STK39 STMP1 STOML2 STX4 STX7 STXBP1 STXBP2 SUSD4 SVEP1 SWAP70 SYK TACR1 TAFA3 TAP2 TARBP2 TASL TBK1 TBX21 TEC TESC TESPA1 TFRC TGFB1 TGFB2 TGFBR2 THBS1 THBS4 THEMIS THEMIS2 THY1 TICAM1 TICAM2 TIFA TIRAP TKFC TLR1 TLR10 TLR2 TLR3 TLR4 TLR5 TLR6 TLR7 TLR8 TLR9 TMEM102 TMEM126A TMEM64 TMIGD2 TNF TNFAIP3 TNFRSF13C TNFRSF14 TNFRSF18 TNFRSF21 TNFRSF4 TNFSF11 TNFSF13 TNFSF13B TNFSF14 TNFSF18 TNFSF4 TNFSF9 TNIP1 TNIP2 TNIP3 TOMM70 TOX TP53BP1 TRAC TRAF2 TRAF3 TRAF6 TRAT1 TRBC1 TRBC2 TRDC TREM2 TREML4 TREX1 TRGC1 TRGC2 TRIB1 TRIL TRIM11 TRIM15 TRIM25 TRIM3 TRIM31 TRIM41 TRIM5 TRIM56 TRIM6 TRIM62 TRPV4 TSLP TSPAN6 TTBK1 TXK TYK2 TYRO3 TYROBP UBASH3A UBE2K UBE2N UBQLN1 UFD1 ULBP1 ULBP2 ULBP3 UNC13D UNC93B1 USP15 USP17L2 USP27X USP29 USP50 VAMP3 VAMP7 VAMP8 VAV1 VAV2 VAV3 VCAM1 VEGFA VEGFB VEGFC VEGFD VNN1 VSIG4 VSIR VTCN1 WDFY1 WNK1 WNT10B WNT3A WNT5A XBP1 XCL1 XCL2 XG XIAP XRCC5 XRCC6 YES1 ZAP70 ZBP1 ZBTB1 ZBTB16 ZBTB46 ZBTB7B ZC3H12A ZCCHC3 ZDHHC12 ZDHHC5 ZFP36L1 ZMIZ1 ZNF335 ZNF580 ZNFX1 ZNRF1 ZNRF4 ZP3 ZP4 GOBP_POSITIVE_REGULATION_OF_IMMUNOGLOBULIN_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_IMMUNOGLOBULIN_PRODUCTION ATAD5 BTK C17orf99 CD28 CD40 CD86 CLCF1 DNAJB9 EPHB2 EXOSC3 EXOSC6 GPI HLA-E HMCES HPX IL10 IL13 IL2 IL21 IL33 IL4 IL4R IL5 IL6 KMT5B KMT5C MAD2L2 MLH1 MSH2 MZB1 NSD2 PAXIP1 PHB1 PHB2 PMS2 PTPRC RBP4 RIF1 SASH3 SHLD1 SHLD2 SHLD3 STAT6 STX4 TBX21 TFRC TGFB1 TLR9 TNFRSF4 TNFSF13 TNFSF4 TP53BP1 VAMP3 XBP1 XCL1 GOBP_POSITIVE_REGULATION_OF_INFLAMMASOME_MEDIATED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_INFLAMMASOME_MEDIATED_SIGNALING_PATHWAY ATAT1 BRCC3 BTK CD36 DDX3X DHX33 GBP2 GBP5 MAPK8 MARK4 MAVS MYD88 NEK7 PLCG2 PPP2CA PRKD1 PTPN22 STMP1 TLR4 TLR6 USP50 GOBP_POSITIVE_REGULATION_OF_INFLAMMATORY_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_INFLAMMATORY_RESPONSE ABCC1 ADAM8 ADORA2B AGT AGTR1 AIM2 ALOX5AP APP BTK C2CD4A C2CD4B C3 CAMK2N1 CASP1 CASP4 CCL1 CCL24 CCL3 CCN4 CCR2 CCR7 CD28 CD47 CD81 CEBPA CEBPB CLOCK CNR1 CREB3L3 CTSC CX3CL1 DDT DEFB114 DHX9 ETS1 FABP4 FCGR1A FEM1A FFAR2 FFAR3 GPR4 GPRC5B GPSM3 GRN GSDMD HLA-E HYAL2 IDO1 IFI35 IFNG IL12B IL15 IL16 IL17RA IL18 IL1B IL1RL1 IL2 IL21 IL23A IL33 IL6 IL6ST KARS1 LBP LDLR LGALS1 LGALS2 LILRA5 LPL LRRK2 LTA MAPK13 MDK MEFV MGST2 MIR126 MIR128-1 MIR142 MIR144 MIR181B1 MIR206 MIR21 MIR22 MIR92A1 MMP8 NAIP NAPEPLD NEAT1 NFKBIA NFKBIZ NINJ1 NKG7 NLRC4 NLRP1 NLRP10 NLRP12 NLRP3 NLRP6 NMI NPY5R NUPR1 OSM OSMR PARK7 PDCD4 PDE2A PIK3CG PLA2G2A PLA2G3 PLA2G7 PLCG2 PTGER3 PTGER4 PTGS2 PYCARD RIPK1 RPS19 S100A12 S100A8 S100A9 SERPINE1 SETD4 SNCA SNX4 STAP1 STAT5B SUCNR1 TAFA3 TGFB1 TLR2 TLR3 TLR4 TLR7 TLR9 TNF TNFRSF11A TNFRSF1A TNFSF11 TNFSF18 TNFSF4 TNIP1 TRADD TREM2 TRPV4 TSLP TTBK1 VAMP7 VAMP8 WNT5A ZBP1 ZP3 GOBP_POSITIVE_REGULATION_OF_INFLAMMATORY_RESPONSE_TO_ANTIGENIC_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_INFLAMMATORY_RESPONSE_TO_ANTIGENIC_STIMULUS BTK C3 CCR7 CD28 CD81 CNR1 FCGR1A HLA-E KARS1 LTA PARK7 TNF ZP3 GOBP_POSITIVE_REGULATION_OF_INOSITOL_PHOSPHATE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_INOSITOL_PHOSPHATE_BIOSYNTHETIC_PROCESS ADCYAP1R1 AVPR1B CD244 GPER1 HRH1 LHCGR MAS1 NTSR1 P2RY1 P2RY6 PTAFR PTH PTH1R SNCA GOBP_POSITIVE_REGULATION_OF_INOSITOL_TRISPHOSPHATE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_INOSITOL_TRISPHOSPHATE_BIOSYNTHETIC_PROCESS GPER1 HRH1 LHCGR P2RY1 P2RY6 GOBP_POSITIVE_REGULATION_OF_INSULIN_LIKE_GROWTH_FACTOR_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_INSULIN_LIKE_GROWTH_FACTOR_RECEPTOR_SIGNALING_PATHWAY AR CDH3 GH1 GHRH GHRHR GHSR IGF1 IGFBP3 IGFBP4 IGFBP5 MYORG PHIP WNT1 GOBP_POSITIVE_REGULATION_OF_INSULIN_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_INSULIN_SECRETION AACS ABAT ABCC8 ACSL4 ADCY8 ANO1 BAD BAIAP3 BLK C1QTNF12 C2CD2L CAPN10 CASR CD38 CFTR CHRM3 DOC2B F2 F2RL2 FFAR1 FFAR2 GCG GCK GHRL GIP GIPR GLUD1 GNA11 GPER1 GPLD1 GPR27 GPR68 HIF1A HLA-DRB1 IRS2 ISL1 ITPR1 JAK2 LRRC8A MCU MPC2 MYRIP NADK NKX6-1 NLGN2 NNAT NR0B2 NR1H4 ORAI1 OSBP PCK2 PDX1 PFKFB2 PFKM PLA2G6 PLCB1 PPP3CB PRKACA PRKAR1A PRKCB PRKCE PSMD9 RAPGEF4 RBP4 RFX6 RPH3AL SERP1 SIRT3 SIRT6 SLC2A2 SLC30A8 SNAP25 SOX4 SRI STX4 SYBU TARDBP TCF7L2 TM7SF3 TRH TRPM4 TUNAR UCN3 VSNL1 GOBP_POSITIVE_REGULATION_OF_INSULIN_SECRETION_INVOLVED_IN_CELLULAR_RESPONSE_TO_GLUCOSE_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_INSULIN_SECRETION_INVOLVED_IN_CELLULAR_RESPONSE_TO_GLUCOSE_STIMULUS ABCC8 ADCY8 ANO1 BAD BAIAP3 C1QTNF12 C2CD2L CFTR GCG GHRL GPLD1 GPR27 GPR68 HIF1A HLA-DRB1 MPC2 NADK NR1H4 OSBP PDX1 PLA2G6 PPP3CB RFX6 SLC2A2 SRI STX4 SYBU TRPM4 TUNAR VSNL1 GOBP_POSITIVE_REGULATION_OF_INTEGRIN_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_INTEGRIN_ACTIVATION CDH17 CXCL13 FERMT1 FERMT2 P2RY12 PIEZO1 PLEK RAP1B RASIP1 SKAP1 SRC GOBP_POSITIVE_REGULATION_OF_INTEGRIN_MEDIATED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_INTEGRIN_MEDIATED_SIGNALING_PATHWAY CD63 EMP2 FLNA LAMA1 LAMA2 LAMB1 LAMB2 LAMC1 LIMS1 LIMS2 LOXL3 NID1 GOBP_POSITIVE_REGULATION_OF_INTERFERON_ALPHA_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_INTERFERON_ALPHA_PRODUCTION CHUK DDX3X DHX36 DHX9 HSPD1 IFIH1 IRF3 IRF5 IRF7 MAVS MMP12 NMB NMBR RIGI RIPK2 SETD2 STAT1 TBK1 TLR3 TLR4 TLR7 TLR8 TLR9 TRIM65 GOBP_POSITIVE_REGULATION_OF_INTERFERON_BETA_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_INTERFERON_BETA_PRODUCTION ARRDC4 DDX3X DHX9 FLOT1 HMGB2 HSP90AA1 IFIH1 IRF1 IRF3 IRF5 IRF7 ISG15 MAVS OAS1 OAS2 OAS3 POLR3A POLR3B POLR3C POLR3D POLR3F POLR3G PTPN11 RIGI RIOK3 RIPK2 RNF135 STING1 TBK1 TICAM1 TLR2 TLR3 TLR4 TLR7 TLR8 TLR9 TOMM70 TRIM56 TRIM65 ZBTB20 GOBP_POSITIVE_REGULATION_OF_INTERLEUKIN_10_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_INTERLEUKIN_10_PRODUCTION BCL3 CD274 CD28 CD40LG CD46 CD83 CLEC7A F2RL1 HGF HMGB1 HSPD1 IL12B IL13 IL20RB IL23A IL4 IL6 INAVA IRF4 ISG15 LGALS9 LILRA5 MIR145 NOD2 PIBF1 PLCG2 PRKCZ PYCARD RAD21 RBM47 SASH3 STAT3 SYK TIGIT TLR2 TLR4 TLR9 TNFSF4 TREM2 TSLP TUSC2 XCL1 GOBP_POSITIVE_REGULATION_OF_INTERLEUKIN_12_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_INTERLEUKIN_12_PRODUCTION AGER CCL19 CCR7 CD36 CD40 CD40LG CLEC7A HLA-G HMGB1 HSPD1 IDO1 IFNG IL12B IL16 IL17A IL23A IL23R IRF1 IRF5 IRF8 ISL1 LAPTM5 LEP LGALS9 LTB MAPK11 MAPK14 MDK NOD2 PLCB1 PLCG2 RELA RIPK2 SCIMP SYK TIRAP TLR2 TLR3 TLR4 TLR9 TNFSF4 TRAF6 UNC93B1 GOBP_POSITIVE_REGULATION_OF_INTERLEUKIN_13_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_INTERLEUKIN_13_PRODUCTION GATA3 HLA-E IL17RA IL18 IL1RAP IL33 IL4 IRF4 LGALS9 PRKCZ RARA SPHK2 TNFSF4 TSLP GOBP_POSITIVE_REGULATION_OF_INTERLEUKIN_17_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_INTERLEUKIN_17_PRODUCTION ARID5A BTK CARD9 CCL1 IL12B IL15 IL18 IL2 IL21 IL23A IL23R IL6 JAK2 LY9 MYD88 NOD2 NR1H4 OSM PHB1 PRKCQ RFTN1 SLAMF6 SLC7A5 SPHK1 TGFB1 TYK2 ZBTB7B GOBP_POSITIVE_REGULATION_OF_INTERLEUKIN_18_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_INTERLEUKIN_18_PRODUCTION CASP1 DHX9 GBP5 NLRP9 TLR2 TLR9 TNF USP50 GOBP_POSITIVE_REGULATION_OF_INTERLEUKIN_1_ALPHA_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_INTERLEUKIN_1_ALPHA_PRODUCTION IL16 ISL1 NLRP10 P2RX7 PANX1 S100A13 GOBP_POSITIVE_REGULATION_OF_INTERLEUKIN_1_BETA_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_INTERLEUKIN_1_BETA_PRODUCTION AGER AIM2 APP AZU1 CARD8 CASP1 CASP8 CCL19 CCL3 CD36 CLEC7A EGR1 F2RL1 FZD5 GBP5 GSDMD HK1 HSPB1 IFI16 IFNG IL17A IL6 INAVA ISL1 JAK2 LGALS9 LILRA2 LILRA5 LPL MALT1 MEFV MIR144 MIR206 MYD88 NAIP NLRC4 NLRP1 NLRP12 NLRP2 NLRP3 NOD1 NOD2 ORM1 ORM2 P2RX7 PANX1 PYCARD PYDC1 RELA RIPK2 SMAD3 STAT3 STMP1 TLR4 TLR6 TLR8 TMEM106A TNF TRIM16 TYROBP USP50 WNT5A GOBP_POSITIVE_REGULATION_OF_INTERLEUKIN_1_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_INTERLEUKIN_1_PRODUCTION AGER AIM2 APP AZU1 CARD8 CASP1 CASP8 CCL19 CCL3 CD36 CLEC7A EGR1 F2RL1 FZD5 GBP5 GSDMD HAVCR2 HDAC2 HK1 HMGB1 HSPB1 IFI16 IFNG IGHD IL16 IL17A IL6 INAVA ISL1 JAK2 LGALS9 LILRA2 LILRA5 LPL MALT1 MEFV MIR144 MIR206 MYD88 NAIP NLRC4 NLRP1 NLRP10 NLRP12 NLRP2 NLRP3 NOD1 NOD2 ORM1 ORM2 P2RX7 PANX1 PANX2 PANX3 PYCARD PYDC1 RELA RIPK2 S100A13 SAA1 SMAD3 STAT3 STMP1 TLR4 TLR6 TLR8 TMED10 TMEM106A TNF TRIM16 TYROBP USP50 WNT5A GOBP_POSITIVE_REGULATION_OF_INTERLEUKIN_23_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_INTERLEUKIN_23_PRODUCTION CLEC7A CSF2 IFNG IL17A IL17RA MYD88 PLCG2 GOBP_POSITIVE_REGULATION_OF_INTERLEUKIN_2_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_INTERLEUKIN_2_PRODUCTION ABL1 ANXA1 CARD11 CCR2 CD28 CD3E CD4 CD80 CD83 CD86 CLEC7A GLMN IL1A IL1B IRF4 MALT1 MAP3K7 PDE4B PDE4D PLCG2 PNP PRKCQ PRKD2 PTPRC RIPK2 RPS3 RUNX1 SASH3 SPTBN1 STAT5B STOML2 TRAF2 TRAF6 VTCN1 GOBP_POSITIVE_REGULATION_OF_INTERLEUKIN_4_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_INTERLEUKIN_4_PRODUCTION CD28 CD3E CD40LG CD86 CEBPB CLECL1P EPX FCER1G FOXP3 GATA3 HAVCR2 HLA-E IL1RAP IL20RB IL33 IRF4 LGALS9 NLRP3 PRG2 PRKCQ PRKCZ RARA SASH3 SLC7A5 SYK TNFSF4 ZP3 GOBP_POSITIVE_REGULATION_OF_INTERLEUKIN_5_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_INTERLEUKIN_5_PRODUCTION CRLF2 GATA3 IL17RA IL1RAP IL1RL1 IL33 IL9 PDE4D PRKCZ RARA TSLP GOBP_POSITIVE_REGULATION_OF_INTERLEUKIN_6_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_INTERLEUKIN_6_PRODUCTION ADORA2B AGER AIF1 AKIRIN2 APP ARHGEF2 ARID5A BCL10 BTK C1QTNF4 CARD9 CD36 CD74 CLEC7A CYBA DHX9 EREG F2R F2RL1 HMGB1 HSPD1 HYAL2 IFIH1 IFNG IL16 IL17A IL17D IL17F IL17RA IL17RC IL1A IL1B IL1RAP IL1RL2 IL33 IL36A IL6 IL6R INAVA ISL1 LBP LEP LGALS9 LILRA2 LILRA5 LILRB2 LPL MAPK13 MAVS MBP MIR144 MIR657 MIR92A1 MYD88 NLRP10 NOD1 NOD2 NOS2 P2RX7 PLCG2 POU2AF1 POU2F2 PTAFR PTPN11 PYCARD RAB7B RELA RIGI RIPK2 SCIMP SELENOK SETD4 SIGLEC16 SPHK2 SPON2 STAT3 SYK TGFB1 TICAM1 TIRAP TLR1 TLR2 TLR3 TLR4 TLR6 TLR7 TLR8 TLR9 TMEM106A TNF TNFSF4 TRAF6 TRPV4 TSLP TWIST1 TYROBP UCN UNC93B1 WNT5A XBP1 ZBTB20 GOBP_POSITIVE_REGULATION_OF_INTERLEUKIN_8_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_INTERLEUKIN_8_PRODUCTION ADIPOQ AFAP1L2 APOA2 BCL10 CD14 CD2 CD244 CD58 CD74 CHI3L1 CLEC7A DDIT3 DEFA5 ELANE F2R F2RL1 F3 FADD FCN1 FFAR2 GDF2 HMGB1 HSPA1A HSPA1B HYAL2 IL17D IL1B IL6 LAMTOR5 LBP LEP LGALS9 LILRA2 MAVS MYD88 NLRP10 NOD1 NOD2 NOS2 PARK7 PLA2G1B PRG3 PRKD2 PYCARD RAB1A RELA RIGI RIPK1 SERPINE1 STAT3 SYK TIRAP TLR1 TLR2 TLR3 TLR4 TLR5 TLR7 TLR8 TLR9 TNF WNT5A ZNF580 GOBP_POSITIVE_REGULATION_OF_INTRACELLULAR_PROTEIN_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_INTRACELLULAR_PROTEIN_TRANSPORT ABLIM3 ADCY10 AKAP5 AKT2 ANK3 ANP32B ARIH2 ATG13 B3GAT3 BAG3 BAP1 BBC3 BCAP31 C2CD5 CAMK1 CD81 CDH1 CDK1 CDK5 CDK5R1 CEMIP CEP131 CEP290 CHP1 CHP2 CHRM1 CIB1 CRYZL2P-SEC16B CSNK2A2 CTDSPL2 DMAP1 ECT2 EDEM1 EDEM2 EFCAB7 EMD EP300 ERBB2 ERGIC3 FBXW7 FIS1 FLNA FYN FZD5 GAS6 GLI3 GSK3A GSK3B GZMB HCLS1 HDAC3 HPCA HPS4 HRAS HSP90AA1 HSPA1L HTRA2 HUWE1 HYAL2 ICE1 IFNG IL1B IPO5 ITGAM ITGB1BP1 ITGB2 JAK2 JUP KCNB1 KIF20B LEP LEPROT MAPK14 MAPK8 MAVS MDM2 MFF MICALL2 MIEF1 MIEF2 MTCL1 MYO1C NMT1 NPEPPS OAZ1 OAZ2 OAZ3 PCM1 PCNT PDCD10 PDCD5 PDZK1 PIK3R1 PIK3R2 PINK1 PLK3 PPM1A PRKAA1 PRKACA PRKCD PRKD1 PRNP PRR5L PSEN1 PTGS2 RAB29 RAC2 RAN RAPGEF3 RBM22 RHOU RIPOR1 RNF31 RUFY3 SAE1 SAR1A SAR1B SEC16B SFN SH3GLB1 SHH SIRT6 SLC35D3 SLC51B SMAD3 SMO SORL1 SREBF2 STOM TARDBP TCAF1 TCAF2 TENM1 TGFB1 TM9SF4 TMEM30A TMEM30B TOMM7 TOMM70 TPR TRIM28 UBE2D3 UBE2J2 UBE2L3 UBL4B UBL5 UBR5 USP36 VAMP2 VPS11 XPO4 YWHAE ZC3H12A ZDHHC2 ZFAND1 ZIC1 ZPR1 GOBP_POSITIVE_REGULATION_OF_INTRACELLULAR_SIGNAL_TRANSDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_INTRACELLULAR_SIGNAL_TRANSDUCTION ABCA7 ABL1 ABRA ACKR3 ACTA2 ACTN4 ACVR1 ADA ADAM8 ADAM9 ADCY10 ADCYAP1 ADCYAP1R1 ADGRG1 ADGRV1 ADIPOQ ADISSP ADORA1 ADORA2B ADRA1A ADRA1B ADRA2A ADRA2B ADRA2C ADRB2 ADRB3 AGER AGO3 AGT AJUBA AKAP12 AKAP13 AKAP5 AKAP6 AKR1C2 AKR1C3 AKT1 AKT3 ALKAL1 ALKAL2 ALOX12B ALOX15 ALPK1 ALS2 AMH ANGPT1 ANKRD1 ANKRD17 ANKRD6 APELA APOA1 APOE APOL3 APP AR ARHGAP8 ARHGEF3 ARHGEF5 ARL6IP5 ARRB1 ARRB2 ARRDC3 ATM ATP2C1 ATR AURKB AUTS2 AVPI1 AVPR1B AXIN1 AXL BAD BAG4 BANK1 BAX BBC3 BCAP31 BCAR3 BCL10 BCL2L11 BCLAF1 BECN1 BID BIRC2 BIRC3 BIRC5 BIRC7 BMP10 BMP2 BMP4 BMP5 BMP6 BMP7 BMPER BMPR1A BMPR2 BMT2 BOK BRAF BRD4 BST2 C10orf71 C18orf32 C1QBP C1QTNF1 C1QTNF12 C1QTNF4 C5AR1 CALCR CALR CAMTA1 CANT1 CARD11 CARD16 CARD9 CARTPT CASP1 CASP10 CASP8 CASR CASS4 CASTOR1 CAV1 CAV2 CAVIN3 CBL CC2D1A CCAR2 CCDC22 CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL3 CCL3L1 CCL3L3 CCL4 CCL5 CCL7 CCL8 CCN2 CCR1 CCR7 CD24 CD27 CD28 CD36 CD3E CD4 CD40 CD44 CD74 CD81 CD86 CDC42 CDCA8 CDH13 CDH2 CDK10 CDK5RAP3 CDON CFLAR CHD5 CHERP CHI3L1 CHP2 CHRNA7 CHUK CIB1 CLEC16A CLEC4D CLEC6A CLEC7A COL3A1 CORO7 CPNE1 CRK CRKL CSF1 CSF1R CSF3 CSNK1A1 CSPG4 CTH CTNNB1 CTNS CUL1 CUL3 CX3CL1 CX3CR1 CXCL17 CXXC5 DAB2 DAB2IP DCN DDIT3 DDR1 DDR2 DDT DDX1 DDX21 DDX3X DDX5 DENND2B DHX15 DHX33 DHX36 DIRAS1 DIRAS2 DKK1 DLG5 DNAJC27 DNM1L DOK1 DOK2 DOK3 DOK4 DOK5 DOK6 DRD2 DRD4 DSTYK DUSP19 DUSP22 DVL2 DVL3 DYNC1LI1 ECM1 ECT2 EDA EDA2R EDAR EDN1 EDN3 EEF1E1 EFNA1 EGF EGFR EIF2AK2 EIF5A ELANE ENG ENSG00000290147 EP300 EPGN EPHA8 EPO ERBB2 ERBB3 ERBB4 ERFE ERN1 ERP29 EXTL3 EZH2 F10 F11R F2R F2RL1 F2RL2 F2RL3 F3 F7 FADD FAM110C FASLG FBH1 FBXW11 FBXW7 FCGR2B FCRL3 FERMT2 FFAR4 FGA FGB FGF1 FGF10 FGF18 FGF19 FGF2 FGF20 FGF21 FGF23 FGF4 FGF8 FGFR1 FGFR2 FGFR3 FGFR4 FGG FGR FIS1 FKBP1A FLCN FLNA FLT1 FLT3 FLT4 FN1 FNIP1 FNIP2 FPR2 FRMD1 FRMD6 FRMD7 FRS2 FSHR FYN FZD10 FZD7 GADD45A GADD45B GADD45G GAPDH GAREM1 GAS6 GATA3 GATA4 GCG GCNT2 GDF15 GDF6 GDF7 GEN1 GFRAL GH1 GHR GHRL GIP GIPR GJA1 GLIPR2 GNAI2 GOLPH3 GOLT1B GPBAR1 GPER1 GPNMB GPR137 GPR137B GPR137C GPR155 GPR17 GPR174 GPR18 GPR183 GPR199P GPR20 GPR3 GPR35 GPR37 GPR37L1 GPR4 GPR55 GPR61 GPR62 GPR65 GPR89A GPRC5B GPX1 GREM1 GRM1 GRM4 GRM5 GSDME GUCA1A GUCY1A1 GUCY1A2 H19 HAND2 HAVCR2 HAX1 HBEGF HCLS1 HCRTR1 HCST HDAC3 HEXIM1 HGF HIC1 HINT1 HIP1 HIPK2 HLA-DRB1 HMGB1 HMOX1 HPSE HRAS HSP90AA1 HSP90AB1 HTR2A HTR2B HTR2C HTR6 IAPP ICAM1 IFI35 IFIT5 IGF1 IGF1R IGF2 IGFBP3 IGFBP4 IGFBP5 IGFBP6 IKBKB IKBKE IKBKG IL11 IL12B IL18 IL18R1 IL19 IL1A IL1B IL20RA IL23A IL26 IL34 IL6 ILK INAVA INCENP ING4 INHBA INS INSL3 INSR IQCJ-SCHIP1 IQGAP1 IQGAP3 IRAK1 IRAK4 IRF3 ITGA1 ITGAV ITGB1 ITGB1BP1 ITGB3 ITPKB JAK2 JCAD JMJD8 KDR KIAA0319 KISS1 KIT KITLG KL KLB KLHDC10 KLHL22 KRAS KSR1 LACRT LAMTOR1 LAMTOR2 LAMTOR3 LAMTOR4 LAMTOR5 LAPTM5 LARS1 LCK LEP LGALS1 LGALS9 LHCGR LIF LILRA5 LIMS1 LIN28A LITAF LMCD1 LPAR1 LPAR2 LPAR3 LPAR4 LPAR6 LRP2 LRRC19 LRRK1 LRRK2 LTB LTBR LTF LTK LURAP1 LURAP1L LYN MAD1L1 MAD2L1 MADD MALT1 MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K5 MAP2K6 MAP2K7 MAP3K10 MAP3K11 MAP3K12 MAP3K13 MAP3K14 MAP3K20 MAP3K3 MAP3K4 MAP3K5 MAP3K7 MAP4K1 MAP4K2 MAP4K4 MAPK3 MAPK8IP1 MAPK8IP2 MAPK8IP3 MAPKBP1 MAPRE2 MARCO MAVS MAZ MBIP MC1R MCF2L MCL1 MEF2C MEIS3 MFAP3 MFHAS1 MIB2 MID1 MID2 MIER1 MIF MINK1 MIOS MIR126 MIR132 MIR138-1 MIR143 MIR15A MIR16-1 MIR181A2 MIR181B1 MIR181D MIR182 MIR186 MIR199A1 MIR21 MIR221 MIR222 MIR23A MIR24-1 MIR27A MIR27B MIR29A MIR519D MIR675 MIR92A1 MIRLET7B MLST8 MMD2 MOS MST1R MSX1 MT3 MTDH MTOR MTURN MUL1 MUSK MYC MYD88 MYDGF MYOC MYORG NACC2 NAIP NCF1 NCK1 NCK2 NCKAP1L NDC80 NDFIP1 NDFIP2 NDRG4 NDST1 NECAB2 NEDD4 NEK10 NEK6 NELFE NENF NET1 NEUROD2 NFAT5 NGF NHERF1 NKX3-1 NLGN1 NLRP12 NLRP3 NMI NMNAT1 NOD1 NOD2 NODAL NOS1AP NOTCH1 NOTCH2 NOX1 NOX4 NPNT NPPC NPR1 NPSR1 NPY5R NR3C2 NRG1 NRP1 NTF3 NTRK1 NTRK2 NTRK3 NTS NUP62 NUP93 NUPR1 OPRK1 OPRM1 OR2AT4 OR51E2 OSBPL8 OSM OTUB1 OTUD5 P2RX2 P2RX3 P2RX4 P2RX5 P2RX7 P2RY1 P2RY10 P2RY12 P2RY6 P2RY8 PAK1 PARK7 PARP1 PCID2 PDCD10 PDCD4 PDE6G PDE6H PDE8A PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PDPK1 PELI1 PELI2 PHB1 PHB2 PIAS4 PIH1D1 PIK3AP1 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R5 PIK3R6 PIM1 PIM2 PINK1 PIP4P1 PJA2 PLA2G1B PLA2G2A PLA2G5 PLA2R1 PLAGL2 PLCB1 PLCE1 PLCG2 PLEKHF1 PLEKHG5 PLK2 PLXNB1 PMAIP1 PML POMC PPARG PPIA PPM1A PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PPP5C PRAG1 PRDX2 PRKCA PRKCB PRKCE PRKCZ PRKD1 PRKD2 PRKN PRKRA PRMT1 PROK1 PROX1 PRXL2C PTBP1 PTK2 PTK2B PTP4A3 PTPN1 PTPN11 PTPN2 PTPN22 PTPN6 PTPRC PTPRJ PYCARD PYHIN1 RAC1 RACK1 RAD9A RAF1 RAMP3 RAP1A RAP1B RAPGEF2 RASD2 RASGEF1A RASGRF1 RASGRP1 RASGRP4 RASSF2 RB1CC1 RBCK1 RBX1 RC3H1 RC3H2 REL RELA RELL1 RELL2 RELN RET RFPL1 RFPL2 RFPL3 RFPL4A RFPL4AL1 RHEB RHOA RHOC RICTOR RIPK1 RIPK2 RIPK3 RIT2 RNF13 RNF167 RNF183 RNF31 ROBO1 ROCK1 ROCK2 ROR1 ROR2 RPL11 RPL23 RPL26 RPL37 RPS15 RPS20 RPS3 RPS6KB1 RPS7 RPTOR RRAGA RRAGB RRAGC RRAGD RTKN2 RTN4 RTN4R RUNDC3A RXFP2 RYK S100A12 S100A13 S100A4 S100A7 S100A8 S100A9 S100B SASH1 SCHIP1 SCIMP SCT SCTR SDCBP SEC13 SECTM1 SEH1L SELP SEMA3A SEMA3E SEMA4C SEMA4D SEMA5A SEMA7A SEPTIN4 SERINC3 SERPINF2 SESN2 SFPQ SH2B1 SH3RF1 SH3RF2 SH3RF3 SHARPIN SHC1 SHISA5 SHOC2 SIAH1 SIK3 SIRT1 SKIL SLAMF1 SLC20A1 SLC30A10 SLC35B2 SLC38A9 SLC44A2 SLC9A1 SMAD4 SMCR8 SOD1 SORBS3 SOS1 SOS2 SOX11 SOX2 SOX9 SPAG9 SPATC1L SPHK1 SPHK2 SPI1 SPPL3 SPRED1 SPRED2 SPRY2 SRC SRMS SSTR4 STAMBPL1 STIMATE STK19 STK25 STK3 STK39 STOX1 STYXL1 SYK SYNPO2L SYT14P1 TAB1 TAB2 TAB3 TAOK1 TAOK2 TAOK3 TBK1 TBX1 TCF7L2 TCIM TDGF1 TEK TELO2 TENM1 TERF2IP TFG TFRC TGFA TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGM2 THBS1 THPO TIAL1 TICAM1 TICAM2 TIFA TIRAP TLR2 TLR3 TLR4 TLR6 TLR7 TLR9 TMED4 TMEM101 TMEM106A TMEM9B TNF TNFAIP8L3 TNFRSF10B TNFRSF11A TNFRSF19 TNFRSF1A TNFSF10 TNFSF11 TNFSF14 TNIK TNIP2 TP53 TP73 TPBG TPD52L1 TPR TRADD TRAF2 TRAF3IP2 TRAF4 TRAF5 TRAF6 TRAF7 TRAT1 TREM2 TRIM13 TRIM21 TRIM22 TRIM25 TRIM32 TRIM34 TRIM38 TRIM44 TRIM5 TRIM52 TRIM56 TRIM58 TRIM6 TRIM62 TRIM68 TRIM8 TRIP6 TRPV4 TSPAN6 TSPYL5 TTI1 TTI2 TXN UBB UBD UBE2I UBE2N UBE2V1 UCN UNC5B UNC5CL USP32 USP4 USP9X VAPA VEGFA VNN1 VWF WAC WDR24 WDR59 WLS WNT11 WNT16 WNT5A WNT7A WNT7B WWC1 XCL1 XCL2 XDH XIAP XRCC3 ZAP70 ZC3H12A ZDHHC13 ZDHHC17 ZNF385A ZNF622 ZNHIT1 GOBP_POSITIVE_REGULATION_OF_INTRACELLULAR_STEROID_HORMONE_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_INTRACELLULAR_STEROID_HORMONE_RECEPTOR_SIGNALING_PATHWAY AR FOXA1 KMT2D LMO3 MED1 PAGR1 PAK1 PARP1 SKP2 SRARP WBP2 YAP1 GOBP_POSITIVE_REGULATION_OF_INTRACELLULAR_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_INTRACELLULAR_TRANSPORT ABCA12 ABLIM3 ACTN2 ADCY10 AKAP5 AKT2 ANK3 ANP32B ANXA2 ARIH2 ATG13 ATP2A1 B3GAT3 BAG3 BAP1 BBC3 BCAP31 BORCS5 C2CD5 CALY CAMK1 CAPN10 CD81 CDH1 CDK1 CDK5 CDK5R1 CEMIP CEP131 CEP290 CHP1 CHP2 CHRM1 CIB1 CPSF6 CRYZL2P-SEC16B CSNK2A2 CTDSPL2 DAB2 DHX9 DMAP1 DYNC1H1 ECT2 EDEM1 EDEM2 EFCAB7 EHD1 EHD2 EIPR1 EMD EP300 ERBB2 ERGIC3 EZR FBXW7 FEZ1 FIS1 FLNA FYN FZD5 GAS6 GLI3 GSK3A GSK3B GZMB HCLS1 HDAC3 HPCA HPS4 HRAS HSP90AA1 HSPA1L HTRA2 HUWE1 HYAL2 ICE1 IFNG IL1B IPO5 ITGAM ITGB1BP1 ITGB2 JAK2 JUP KCNB1 KHDRBS1 KIF20B LDLRAP1 LEP LEPROT MAP2 MAPK14 MAPK8 MAVS MDM2 MECP2 MFF MICALL2 MIEF1 MIEF2 MLC1 MSN MTCL1 MTMR2 MYO1C NCBP2 NEDD4 NF2 NMT1 NPEPPS NRDE2 NUMA1 OAZ1 OAZ2 OAZ3 PCM1 PCNT PDCD10 PDCD5 PDZK1 PGAP1 PIK3R1 PIK3R2 PINK1 PLA2G4E PLK3 PPM1A PRKAA1 PRKACA PRKCD PRKD1 PRKN PRNP PRR5L PSEN1 PTGS2 PTPN23 RAB21 RAB29 RAC2 RAN RAPGEF3 RBM22 RDX RHOU RIOK2 RIPOR1 RNF31 RUFY3 SAE1 SAR1A SAR1B SCP2 SEC16B SFN SH3GLB1 SHH SIRT6 SLC35D3 SLC51B SMAD3 SMO SNAPIN SORL1 SPAG5 SREBF2 STK11 STOM STRIT1 STX18 TARDBP TBC1D20 TCAF1 TCAF2 TENM1 TGFB1 TM9SF4 TMEM30A TMEM30B TOMM7 TOMM70 TPR TRIM28 TRIM46 UBE2D3 UBE2J2 UBE2L3 UBL4B UBL5 UBR5 USP36 VAMP2 VPS11 XPO4 YWHAE ZC3H12A ZDHHC2 ZFAND1 ZIC1 ZPR1 GOBP_POSITIVE_REGULATION_OF_INTRINSIC_APOPTOTIC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_INTRINSIC_APOPTOTIC_SIGNALING_PATHWAY ADCY10 BAD BAX BBC3 BCAP31 BCL2L11 BCLAF1 BECN1 BID BOK CAV1 DDIT3 DNM1L EIF5A FBH1 FBXW7 FIS1 FLCN GSDME IL19 IL20RA LCK MCL1 MIR15A MIR16-1 MIR186 MIR27B MSX1 MYC NACC2 NCK1 NCK2 NHERF1 NKX3-1 NOX1 NUPR1 PARK7 PIAS4 PLAGL2 PLEKHF1 PMAIP1 PRKRA PTPN2 RACK1 RAD9A RIPK3 RNF183 RPL11 RPL26 RPS3 RPS7 S100A8 S100A9 SEPTIN4 SERINC3 SFPQ SIAH1 SIRT1 SKIL SOD1 STYXL1 TP53 UBB VNN1 GOBP_POSITIVE_REGULATION_OF_INTRINSIC_APOPTOTIC_SIGNALING_PATHWAY_BY_P53_CLASS_MEDIATOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_INTRINSIC_APOPTOTIC_SIGNALING_PATHWAY_BY_P53_CLASS_MEDIATOR EIF5A MIR186 MSX1 MYC RPL11 RPL26 RPS7 UBB GOBP_POSITIVE_REGULATION_OF_INTRINSIC_APOPTOTIC_SIGNALING_PATHWAY_IN_RESPONSE_TO_DNA_DAMAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_INTRINSIC_APOPTOTIC_SIGNALING_PATHWAY_IN_RESPONSE_TO_DNA_DAMAGE FBH1 NACC2 PIAS4 RAD9A RPL26 RPS3 SKIL GOBP_POSITIVE_REGULATION_OF_IRE1_MEDIATED_UNFOLDED_PROTEIN_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_IRE1_MEDIATED_UNFOLDED_PROTEIN_RESPONSE AGR2 BAK1 BAX BCL2L11 DAB2IP PTPN1 TMEM33 GOBP_POSITIVE_REGULATION_OF_ISOTYPE_SWITCHING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_ISOTYPE_SWITCHING ATAD5 CD28 CD40 CLCF1 EXOSC3 EXOSC6 HMCES IL2 IL4 KMT5B KMT5C MAD2L2 MLH1 MSH2 NSD2 PAXIP1 PMS2 PTPRC RIF1 SHLD1 SHLD2 SHLD3 STAT6 TBX21 TFRC TGFB1 TNFSF13 TNFSF4 TP53BP1 GOBP_POSITIVE_REGULATION_OF_ISOTYPE_SWITCHING_TO_IGA_ISOTYPES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_ISOTYPE_SWITCHING_TO_IGA_ISOTYPES MLH1 MSH2 NSD2 PMS2 TGFB1 TNFSF13 GOBP_POSITIVE_REGULATION_OF_ISOTYPE_SWITCHING_TO_IGG_ISOTYPES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_ISOTYPE_SWITCHING_TO_IGG_ISOTYPES ATAD5 CD28 CD40 IL2 IL4 MLH1 MSH2 PAXIP1 PMS2 PTPRC TBX21 GOBP_POSITIVE_REGULATION_OF_I_KAPPAB_PHOSPHORYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_I_KAPPAB_PHOSPHORYLATION AKT1 CX3CL1 CX3CR1 DDRGK1 PLCG2 TNF GOBP_POSITIVE_REGULATION_OF_JNK_CASCADE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_JNK_CASCADE AGER ANKRD6 APP AXIN1 BIRC7 CARD9 CCL19 CCL21 CCN2 CCR7 CD27 CRK DAB2IP DUSP19 DUSP22 EDA2R EDAR F2RL1 FCGR2B FGF19 FLT4 FZD7 GADD45A GADD45B GADD45G HIPK2 HMGB1 HRAS IL1A IL1B LTBR MAP2K4 MAP2K7 MAP3K10 MAP3K11 MAP3K5 MAP4K2 MAPK8IP1 MAPK8IP3 MAPKBP1 MBIP MFHAS1 MINK1 MTURN MYD88 NAIP NCF1 NOD1 NOD2 NOX1 PJA2 PLCB1 PTK2B PYCARD RASGRP1 RASSF2 RB1CC1 RIPK1 RIPK2 SDCBP SEMA3A SERPINF2 SH3RF1 SH3RF2 SH3RF3 SLAMF1 STK3 TAOK1 TAOK2 TAOK3 TIRAP TLR3 TLR4 TLR9 TNF TNFRSF19 TNFSF11 TNIK TPD52L1 TRAF4 TRPV4 UNC5CL WNT16 WNT5A WNT7A WNT7B XIAP ZNF622 GOBP_POSITIVE_REGULATION_OF_JUN_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_JUN_KINASE_ACTIVITY ARHGEF5 CCL19 DAB2IP DKK1 DUSP19 DVL2 DVL3 EDN1 ERN1 FZD10 MAP2K7 MAP3K10 MAP3K11 MAP3K12 MAP3K13 MAP3K4 MAP3K5 MAP3K7 MAP4K2 MIR92A1 PAK1 PTPN1 RPS3 SASH1 TAOK3 TLR6 TNF TNFRSF11A TRAF2 TRAF6 WNT5A GOBP_POSITIVE_REGULATION_OF_KERATINOCYTE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_KERATINOCYTE_DIFFERENTIATION ALOX15B CYP27B1 ETV4 FOXC1 IL20 MACROH2A1 MACROH2A2 MED1 MIR125B1 NCOA3 NME2 NOTCH1 NUMA1 OVOL2 PLAAT4 PRKCH TRIM16 VDR ZBED2 GOBP_POSITIVE_REGULATION_OF_KERATINOCYTE_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_KERATINOCYTE_PROLIFERATION AREG CDH3 CRNN FGF10 FGF7 HAS2 LRG1 MDK MIR21 NOTCH2 REG3A REG3G STXBP4 TGM1 TP63 GOBP_POSITIVE_REGULATION_OF_KIDNEY_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_KIDNEY_DEVELOPMENT AGTR2 FOXD1 MYC NOG PAX2 PPP3CA RET SOX8 SOX9 WNT4 GOBP_POSITIVE_REGULATION_OF_KILLING_OF_CELLS_OF_ANOTHER_ORGANISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_KILLING_OF_CELLS_OF_ANOTHER_ORGANISM ARG1 CLEC7A F2RL1 FCER2 IFNG NOS2 PRF1 SYK GOBP_POSITIVE_REGULATION_OF_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_KINASE_ACTIVITY ABI1 ABL1 ACE ADAM17 ADAM8 ADAM9 ADCY8 ADCYAP1 ADIPOQ ADRA2A ADRA2B ADRA2C ADRB2 AGAP2 AGT AKT1 ALK ALS2 AMBRA1 ANG ANGPT1 ARHGEF5 ATG14 ATP2B4 AXIN1 AXIN2 AXL AZU1 BAD BORA CAB39 CACUL1 CALCA CALM1 CALM2 CALM3 CAMK1 CAMKK1 CAMKK2 CARD10 CARD14 CARTPT CASS4 CCDC88A CCL19 CCL21 CCL5 CCN1 CCND1 CCND2 CCND3 CCNY CCR7 CD19 CD24 CD300A CD4 CD40 CD74 CD86 CDKN1A CEMIP CENPE CHI3L1 CHRNA3 CIB1 CLSPN CLU COPS8 CSF1 CSF1R DAB2IP DAXX DDR1 DDR2 DDX3X DGKZ DIPK2A DIRAS1 DIRAS2 DKK1 DLG3 DLG4 DOK7 DRD4 DSTYK DUSP12 DUSP19 DVL2 DVL3 DYNAP ECT2 EDN1 EDN3 EEF1A2 EFNA1 EGF EGFR EGR1 ELANE EMP2 EPGN EPHA1 EPHA2 EPHA4 EPHA8 EPHB4 ERBB2 ERBB3 ERBB4 EREG ERN1 ERP29 ETAA1 EZH2 F2 FBXW7 FCGR1A FERMT2 FGF1 FGF18 FGF2 FGFR1 FGFR2 FGFR3 FGFR4 FGR FLT1 FLT3 FLT4 FZD10 GAS6 GH1 GHR GPRC5B GRM5 HLA-DRB1 HMGA2 HRAS HSP90AA1 HSP90AB1 HTR2B IFNG IGF1 IGF1R IL12B IL18 IL1B IL23A IL23R IL34 IL4 IL6R INS INSR INSRR IQGAP1 IRAK1 IRGM IRS1 ITGB1BP1 ITGB3 JAK2 JTB KDR KIF14 KIT LAT LCP2 LEP LILRA5 LMO4 LRP8 LRRK2 LTF LTK MALT1 MAP2K1 MAP2K2 MAP2K3 MAP2K5 MAP2K7 MAP3K10 MAP3K11 MAP3K12 MAP3K13 MAP3K4 MAP3K5 MAP3K7 MAP4K2 MAPRE3 MAPT MARK2 MERTK MET MIR125B1 MIR143 MIR21 MIR26B MIR92A1 MMD MMD2 MRE11 MRNIP MST1R MT3 MTCP1 MUSK NAB2 NBN NCF1 NEDD9 NEK10 NOD2 NOX4 NRG1 NTF3 NTRK1 NTRK2 NTRK3 OSBPL8 P2RY12 PAK1 PARK7 PDCD10 PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PDPK1 PHB1 PHB2 PIBF1 PIFO PIH1D1 PIK3CG PIK3R5 PIK3R6 PILRB PINK1 PKD1 PKD2 PLA2G1B PPIA PPP2CA PRKAG1 PRKAG2 PRKCD PRKD1 PRLR PRNP PROX1 PRRC1 PSMD10 PSRC1 PTK2 PTK2B PTPN1 PTPRC RAD50 RALB RAP1A RAPGEF2 RASGRP1 RASSF2 RELN RET RGCC RHOA RIPK3 ROBO1 ROR1 ROR2 ROS1 RPS3 RPTOR RYK S100A12 SASH1 SIRT1 SLC11A1 SLC8A2 SNCA SNX9 SPDYA SRC SRCIN1 STK11 STOX1 STRADA STRADB SYAP1 TAB1 TAB2 TAOK2 TAOK3 TCIM TCL1A TCL1B TDGF1 TEK TELO2 TENM1 TGFB1 TGFB2 TGFBR2 THBS1 TIE1 TIGAR TIRAP TLR3 TLR4 TLR6 TNF TNFRSF10A TNFRSF10B TNFRSF11A TNFSF11 TNFSF15 TOM1L1 TPD52L1 TPX2 TRAF2 TRAF4 TRAF6 TREM2 TTBK1 TXN TYRO3 UNC119 VEGFA WNT5A XRCC5 XRCC6 ZFP91 ZNF16 ZNF622 GOBP_POSITIVE_REGULATION_OF_LAMELLIPODIUM_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_LAMELLIPODIUM_ASSEMBLY ABI2 ACTR2 ACTR3 AKIRIN1 ARPC2 ATP7A AUTS2 AVIL BRK1 CARMIL2 CDC42 CLRN1 CYFIP1 FRMD7 FSCN1 HSP90AA1 MSTN MTOR NCKAP1 OCLN PIK3CA PIK3R1 PLCE1 RAC1 RAC2 TWF2 WASF2 WNT1 GOBP_POSITIVE_REGULATION_OF_LAMELLIPODIUM_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_LAMELLIPODIUM_MORPHOGENESIS ARHGEF7 CORO1B CORO1C ENPP2 RREB1 SRC VIL1 GOBP_POSITIVE_REGULATION_OF_LAMELLIPODIUM_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_LAMELLIPODIUM_ORGANIZATION ABI2 ACTR2 ACTR3 AKIRIN1 ARHGEF7 ARPC2 ATP7A AUTS2 AVIL BRK1 CARMIL1 CARMIL2 CDC42 CLRN1 CORO1B CORO1C CYFIP1 ENPP2 FRMD7 FSCN1 HSP90AA1 MSTN MTOR NCKAP1 OCLN PIK3CA PIK3R1 PLCE1 RAC1 RAC2 RREB1 SRC TWF2 VIL1 WASF2 WNT1 GOBP_POSITIVE_REGULATION_OF_LEUKOCYTE_ADHESION_TO_VASCULAR_ENDOTHELIAL_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_LEUKOCYTE_ADHESION_TO_VASCULAR_ENDOTHELIAL_CELL ALOX5 CCR2 CHST2 CHST4 ELANE ETS1 FUT4 FUT7 GCNT1 GP1BA IL6 IRAK1 ITGA4 ITGB2 MDK MIR21 MIR92A1 NFAT5 PTAFR RELA RHOA SELE SELP ST3GAL4 TNF TRAF6 GOBP_POSITIVE_REGULATION_OF_LEUKOCYTE_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_LEUKOCYTE_APOPTOTIC_PROCESS ADAM8 ANXA1 BAX BCL2L11 CCL5 CD274 CDKN2A FNIP1 HCAR2 IDO1 IL10 LGALS16 LGALS9 LYN MEF2C MIAT MIR34A NF1 P2RX7 PDCD1 PIK3CB PIK3CD PRELID1 RAPGEF2 SIRT1 TP53 WNT5A ZC3H8 GOBP_POSITIVE_REGULATION_OF_LEUKOCYTE_CELL_CELL_ADHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_LEUKOCYTE_CELL_CELL_ADHESION ABL1 ABL2 ACTB ACTL6A ACTL6B ADA ADAM8 AGER AIF1 AKT1 ALOX5 AMBRA1 ANXA1 AP3B1 AP3D1 ARID1A ARID1B ARID2 B2M BAD BCL10 BCL6 BMI1 BRD7 BTN2A2 CARD11 CAV1 CBFB CCDC88B CCL19 CCL2 CCL21 CCL5 CCR2 CCR7 CD160 CD1D CD209 CD24 CD27 CD274 CD276 CD28 CD3E CD4 CD40LG CD44 CD46 CD47 CD5 CD55 CD6 CD70 CD74 CD80 CD81 CD83 CD86 CHST2 CHST4 CLECL1P CORO1A CR1 CSK CYRIB DHPS DNAJA3 DOCK8 DPP4 DUSP10 EBI3 EFNB1 EFNB2 EFNB3 EGR3 ELANE EPO ETS1 FADD FCHO1 FLOT2 FOXO3 FOXP3 FUT4 FUT7 FYN GATA3 GCNT1 GLI2 GLI3 GP1BA GPAM HAS2 HAVCR2 HES1 HHLA2 HLA-A HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-G HLX HMGB1 HSPD1 HSPH1 ICOS ICOSLG IFNG IGF1 IGF2 IGFBP2 IHH IL12A IL12B IL12RB1 IL15 IL18 IL1A IL1B IL1RL2 IL2 IL21 IL23A IL23R IL2RA IL2RG IL36B IL4 IL4I1 IL4R IL6 IL6ST IL7 IL7R IRAK1 ITGA4 ITGB2 ITPKB JAK2 KAT5 KITLG KLHL25 KLRC4-KLRK1 KLRK1 LCK LEF1 LEP LGALS1 LGALS9 LILRB1 LILRB2 LILRB4 LYN MALT1 MAP3K8 MDK MIR21 MIR30B MIR92A1 MTOR NCK1 NCK2 NCKAP1L NFAT5 NFKBID NFKBIZ NKAP NLRP3 NOD2 NR4A3 PBRM1 PCK1 PDCD1LG2 PDPK1 PHF10 PIK3CA PIK3R6 PNP PPP3CA PRKCQ PRKCZ PTAFR PTPN11 PTPN22 PTPN6 PTPRC PYCARD RAG1 RARA RASAL3 RASGRP1 RELA RHOA RHOH RIPK2 RPS3 RUNX1 RUNX3 SART1 SASH3 SELE SELENOK SELP SHB SHH SIRPA SIRPB1 SIRPG SKAP1 SLAMF1 SLC7A1 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SOCS1 SOCS5 SOX12 SOX13 SOX4 SPN SPTA1 SRC ST3GAL4 STAT5B SYK TESPA1 TFRC TGFBR2 THY1 TMIGD2 TNF TNFRSF13C TNFRSF14 TNFSF11 TNFSF13B TNFSF14 TNFSF4 TNFSF9 TRAF6 TYK2 VAV1 VCAM1 VNN1 VSIR VTCN1 WNT10B XBP1 XCL1 YES1 ZAP70 ZBTB1 ZBTB16 ZBTB7B ZMIZ1 ZP3 ZP4 GOBP_POSITIVE_REGULATION_OF_LEUKOCYTE_CHEMOTAXIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_LEUKOCYTE_CHEMOTAXIS ADAM10 ADAM17 AIF1 AKIRIN1 ANO6 C1QBP C3AR1 C5AR1 CALR CAMK1D CCL1 CCL19 CCL21 CCL3 CCL4 CCL5 CCL7 CCR1 CCR2 CCR6 CCR7 CD74 CMKLR1 CREB3 CSF1 CSF1R CX3CR1 CXCL10 CXCL12 CXCL13 CXCL17 CXCL8 CXCR2 DAPK2 DEFB124 DNM1L EDN1 EDN2 EDN3 F2RL1 F7 FPR2 GAS6 GPSM3 HMGB1 IL12A IL23A IL34 IL4 IL6 IL6R LBP LGALS9 LGMN MAPK1 MAPK3 MCU MDK MOSPD2 MSTN NCKAP1L NEDD9 OXSR1 PGF PLA2G7 PRSS56 PTK2 PTK2B PTN RAC1 RAC2 RARRES2 RIPOR2 S100A14 S100A7 SERPINE1 SLAMF1 SPI1 STK39 SWAP70 THBS1 THBS4 TIRAP TMEM102 TNFSF14 TNFSF18 TRPV4 VEGFA VEGFB VEGFC VEGFD WNK1 WNT5A XCL1 XCL2 ZNF580 GOBP_POSITIVE_REGULATION_OF_LEUKOCYTE_DEGRANULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_LEUKOCYTE_DEGRANULATION ADORA2B AP1G1 CD177 F2RL1 FGR GAB2 GATA1 GATA2 HLA-F IL13 IL4 IL4R ITGAM ITGB2 KLRC2 LAMP1 PLA2G3 PTAFR SNX4 SPHK2 STX4 STXBP1 SYK VAMP7 VAMP8 GOBP_POSITIVE_REGULATION_OF_LEUKOCYTE_MEDIATED_IMMUNITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_LEUKOCYTE_MEDIATED_IMMUNITY AP1G1 ARG1 ARID5A ATAD5 B2M BTK C17orf99 C3 CADM1 CAMK4 CD160 CD177 CD1A CD1B CD1C CD1D CD1E CD226 CD28 CD40 CD55 CD81 CLCF1 CLEC7A CLNK CRTAM CYRIB DDX1 DDX21 DENND1B DHX36 EXOSC3 EXOSC6 F2RL1 FADD FBXO38 FCER2 FCGR1A FOXP3 FZD5 GATA3 HFE HLA-A HLA-B HLA-C HLA-DRA HLA-DRB1 HLA-DRB3 HLA-E HLA-F HLA-G HLA-H HMCES HPX HSPD1 IL12A IL12B IL12RB1 IL18 IL18R1 IL18RAP IL1B IL1R1 IL2 IL21 IL23A IL23R IL4 IL6 ITGAM ITGB2 KIR2DL4 KIT KLRC1 KLRC2 KLRC3 KLRC4 KLRC4-KLRK1 KLRD1 KLRK1 KMT5B KMT5C LAG3 LAMP1 LTA MAD2L2 MALT1 MAP3K7 MAVS MICA MICB MLH1 MR1 MSH2 NCR3 NECTIN2 NLRP3 NOD2 NOS2 NSD2 P2RX7 PAXIP1 PLCG2 PMS2 PRKCZ PTAFR PTPRC PVR RAET1E RAET1G RAET1L RASGRP1 RIF1 RIGI RSAD2 SASH3 SCIMP SH2D1A SH2D1B SHLD1 SHLD2 SHLD3 SLAMF1 SLAMF6 SLC22A13 SPI1 STAP1 STAT5B STAT6 STX4 STX7 TAP2 TBX21 TFRC TGFB1 TICAM1 TICAM2 TNF TNFSF13 TNFSF4 TP53BP1 TRAF2 TRAF6 TREM2 TYROBP ULBP1 ULBP2 ULBP3 VAV1 XCL1 ZBTB1 ZP3 GOBP_POSITIVE_REGULATION_OF_LEUKOCYTE_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_LEUKOCYTE_MIGRATION ABL1 ABL2 ADAM10 ADAM17 ADAM8 AGER AIF1 AKIRIN1 ANO6 APP ASCL2 BDKRB1 C1QBP C3AR1 C5AR1 CALR CAMK1D CCL1 CCL19 CCL20 CCL21 CCL24 CCL3 CCL4 CCL5 CCL7 CCR1 CCR2 CCR6 CCR7 CD47 CD74 CD99 CD99L2 CMKLR1 CORO1A CREB3 CSF1 CSF1R CX3CL1 CX3CR1 CXCL10 CXCL12 CXCL13 CXCL17 CXCL8 CXCR2 DAPK2 DEFB124 DNM1L DOCK8 EDN1 EDN2 EDN3 F2RL1 F7 FADD FPR2 FUT4 FUT7 GAS6 GPSM3 HMGB1 ICAM1 IL12A IL1A IL1R1 IL23A IL34 IL4 IL6 IL6R ITGA2 ITGA2B ITGA4 ITGB3 JAM2 JAM3 KITLG LBP LGALS3 LGALS9 LGMN LYVE1 MADCAM1 MAPK1 MAPK3 MCU MDK MIA3 MMP14 MOSPD2 MSTN NCKAP1L NEDD9 OXSR1 P2RX4 P2RY12 PDGFD PGF PIK3R1 PLA2G7 PLVAP PRSS56 PTAFR PTK2 PTK2B PTN PYCARD RAC1 RAC2 RARRES2 RHOA RIPOR2 S100A14 S100A7 SELE SELENOK SELP SERPINE1 SLAMF1 SPI1 SPN STK39 SWAP70 TACR1 THBS1 THBS4 THY1 TIRAP TMEM102 TNF TNFRSF14 TNFRSF18 TNFSF14 TNFSF18 TREM2 TRPV4 VEGFA VEGFB VEGFC VEGFD WNK1 WNT5A XCL1 XCL2 XG ZNF580 ZP3 GOBP_POSITIVE_REGULATION_OF_LEUKOCYTE_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_LEUKOCYTE_PROLIFERATION ADA AGER AIF1 ANXA1 ATAD5 BCL2 BCL2L1 BCL6 BMI1 BST1 BST2 BTK CARD11 CCDC88B CCL19 CCL5 CCR2 CD1D CD209 CD24 CD274 CD276 CD28 CD320 CD38 CD3E CD40 CD40LG CD46 CD55 CD6 CD70 CD74 CD80 CD81 CD86 CDKN1A CHRNB2 CLCF1 CLECL1P CORO1A CSF1 CSF1R CSF2 CSF2RA CSF2RB DHPS DNAJA3 EBI3 EFNB1 EPHB2 EPO FADD FCGR3A FCRL3 FGF10 FOXP3 GPAM GPR183 HAVCR2 HES1 HHLA2 HLA-A HLA-DMB HLA-DPA1 HLA-DPB1 HLA-E HMGB1 ICOSLG IGF1 IGF2 IGFBP2 IL12A IL12B IL12RB1 IL13 IL15 IL18 IL1A IL1B IL2 IL21 IL23A IL23R IL2RA IL34 IL4 IL5 IL5RA IL6 IL6ST IL7 IRS2 JAK2 KIT KITLG LEP LGALS9 LILRB2 LYN MAPK1 MAPK3 MEF2C MIF MIR181B1 MIR21 MIR30B MPL MYD88 NCK1 NCK2 NCKAP1L NFATC2 NMB NMBR OCSTAMP PDCD1LG2 PELI1 PNP PPP3CA PRKCQ PRLR PTH PTK2 PTPN22 PTPRC PYCARD RAC2 RASAL3 RIPK2 RPS3 SASH3 SELENOK SHH SLAMF1 SLC39A10 SLC7A1 SPN SPTA1 ST6GAL1 STAT5B SYK TACR1 TFRC TGFBR2 TICAM1 TIRAP TLR4 TLR9 TMIGD2 TNFRSF13C TNFRSF4 TNFSF13B TNFSF4 TNFSF9 TRAF6 TYK2 VAV3 VCAM1 VTCN1 WNT3A XCL1 ZAP70 ZNF335 ZP3 ZP4 GOBP_POSITIVE_REGULATION_OF_LEUKOCYTE_TETHERING_OR_ROLLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_LEUKOCYTE_TETHERING_OR_ROLLING CCR2 CHST2 CHST4 ELANE FUT4 FUT7 GCNT1 GP1BA ITGA4 PTAFR SELE SELP ST3GAL4 GOBP_POSITIVE_REGULATION_OF_LIPASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_LIPASE_ACTIVITY ABL2 ADRA1A AGTR1 ANG APOA4 APOA5 APOC2 APOH ARF4 ARHGAP6 ARL1 AVPR1A AVPR1B C5AR1 CCL5 CD86 EDNRA EGFR ESR1 FGF2 FGFR1 FGFR2 FGFR3 FLT1 GNA13 GNA15 GNAQ GPIHBP1 GPR55 HRAS HTR2A HTR2B ITK KIT LPAR1 LPAR2 MIR182 NMUR1 NR1H2 NR1H3 P2RY12 P2RY6 PDGFRA PDGFRB PDPK1 PHB1 PHB2 PLA2G1B PLA2G5 PLAA PLCB2 PLIN5 PNLIP PTH RASGRP4 RHOA RHOC S1PR4 SELE TXK GOBP_POSITIVE_REGULATION_OF_LIPID_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_LIPID_BIOSYNTHETIC_PROCESS ABCD1 ABCD2 ABCG1 ABCG4 ABHD6 ACSL3 ADGRF5 ADM AKT1 ANXA1 APOA4 APOA5 APOC2 APOE AVP AVPR1A BMP6 CAPN2 CCDC3 CCN1 CD74 CGA CHP1 CNEP1R1 CREB1 CREBL2 CTDNEP1 CYP7A1 DAB2 ELOVL5 ENPP7 FABP3 FGF1 FSHB GPLD1 HSD17B13 HTR2A HTR2B HTR2C HULC IFNG IGF1R IL1A IL1B INS KAT2B KAT5 LDLR LPGAT1 MFSD2A MID1IP1 MIR182 MIR29B1 MIR96 MLST8 MLXIPL MTOR NR1D1 NR1H2 NR1H3 NR1H4 OGT PCK1 PLA2G3 PLA2G6 PLIN5 PPARA PRKAA1 PRKCD PTGS2 RAB38 RDH10 RGN RPTOR SCAP SCARB1 SIRT2 SIRT3 SIRT4 SLC27A1 SLC45A3 SORBS1 SPHK2 SREBF1 SREBF2 STAR STARD4 TNF WNT4 ZBTB20 GOBP_POSITIVE_REGULATION_OF_LIPID_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_LIPID_CATABOLIC_PROCESS AADAC ABCD1 ABCD2 ABHD5 ADORA1 AKT2 ANGPTL3 APOA2 APOA4 APOA5 APOC2 CPT1A DAGLB ENPP7 FABP1 FGF21 IL1B IRS1 IRS2 MTLN PLIN5 PNPLA2 PPARA PRKCD PRKCE SCT TWIST1 GOBP_POSITIVE_REGULATION_OF_LIPID_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_LIPID_KINASE_ACTIVITY AGAP2 AMBRA1 ATG14 CCL19 CCL21 CCR7 CD19 DGKZ EEF1A2 EPHA8 F2 FGF2 FGFR3 FGR FLT1 FLT3 IRS1 KIT MAPT NOD2 P2RY12 PDGFRA PDGFRB PRKD1 TEK TGFB1 GOBP_POSITIVE_REGULATION_OF_LIPID_LOCALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_LIPID_LOCALIZATION ABCA1 ABCA12 ABCA13 ABCA3 ABCA5 ABCA7 ABCA8 ABCB4 ABCG1 ABCG4 ACACB ACSL1 ACSL5 ADIPOQ ANXA2 APOA1 APOB APOC4 APOE ATP8A1 ATP8A2 AVPR1B BMP6 C1QTNF1 C3 CAV1 CD36 CES1 CETP CIDEA CRH CYP19A1 CYP4A11 CYP4F2 CYP8B1 DAB2 DBI DENND5B EDN1 EEPD1 EHD1 ENPP7 ERFE FABP3 FASLG FITM1 FITM2 GAL GALR1 GHRL GPS2 HILPDA IKBKE IL1A IL1B LDLRAP1 LIPG LPCAT3 LPL LRAT LRP1 MAP2K6 MIF MIR10B MIR144 MIR206 MIR34A MSR1 MYB NFKB1 NFKBIA NKX3-1 NMB NR1H2 NR1H3 NTSR1 OSBPL11 P2RX4 P2RX7 PLA2G10 PLA2G3 PLA2G4A PLA2R1 PLIN2 PLIN3 PLIN5 PLTP PON1 PPARG PRAP1 PRELID1 PRKCD PTCH1 PTGES RETN RXRA SCARB1 SCP2 SIRT1 SPP1 SREBF2 SSTR4 TMEM30A TMF1 TNFRSF11A TNFSF11 TREM2 TRIAP1 VSTM2A ZC3H12A ZDHHC8 GOBP_POSITIVE_REGULATION_OF_LIPID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_LIPID_METABOLIC_PROCESS AADAC ABCD1 ABCD2 ABCG1 ABCG4 ABHD5 ABHD6 ACSL3 ADGRF5 ADIPOQ ADM ADORA1 AGAP2 AKT1 AKT2 AMBRA1 ANGPTL3 ANXA1 APOA1 APOA2 APOA4 APOA5 APOC2 APOE ATG14 AVP AVPR1A BMP6 CAPN2 CCDC3 CCL19 CCL21 CCN1 CCR7 CD19 CD74 CES1 CGA CHP1 CNEP1R1 CPT1A CREB1 CREBL2 CTDNEP1 CYP7A1 DAB2 DAGLB DGKZ DISP3 EEF1A2 ELOVL5 ENPP7 EPHA8 F2 FABP1 FABP3 FGF1 FGF2 FGF21 FGFR3 FGR FLT1 FLT3 FSHB GHSR GPLD1 HSD17B13 HTR2A HTR2B HTR2C HULC IFNG IGF1R IL1A IL1B INS IRS1 IRS2 KAT2B KAT5 KIT KLHL25 LDLR LDLRAP1 LPGAT1 MAPT MFSD2A MID1IP1 MIR182 MIR29B1 MIR96 MLST8 MLXIPL MLYCD MTLN MTOR NOD2 NR1D1 NR1H2 NR1H3 NR1H4 NR4A3 OGT P2RY12 PCK1 PDGFRA PDGFRB PLA2G3 PLA2G6 PLIN5 PNPLA2 PPARA PPARD PPARG PPARGC1A PRKAA1 PRKCD PRKCE PRKD1 PTGS2 RAB38 RDH10 RGN RPTOR SCAP SCARB1 SCT SIRT2 SIRT3 SIRT4 SLC27A1 SLC45A3 SORBS1 SPHK2 SREBF1 SREBF2 STAR STARD4 TAFAZZIN TEK TGFB1 TNF TWIST1 WNT4 ZBTB20 GOBP_POSITIVE_REGULATION_OF_LIPID_STORAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_LIPID_STORAGE ACACB APOB APOC4 C3 CD36 CIDEA EHD1 FITM1 FITM2 HILPDA IKBKE LPL MIR10B MIR144 MIR34A MSR1 NFKB1 NR1H2 OSBPL11 PLA2G10 PLIN2 PLIN3 PLIN5 SCARB1 SREBF2 VSTM2A ZC3H12A GOBP_POSITIVE_REGULATION_OF_LIPID_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_LIPID_TRANSPORT ABCA1 ABCA12 ABCA13 ABCA3 ABCA5 ABCA7 ABCA8 ABCB4 ABCG1 ABCG4 ACSL1 ACSL5 ADIPOQ ANXA2 APOA1 APOE ATP8A1 ATP8A2 AVPR1B BMP6 C1QTNF1 CAV1 CES1 CETP CRH CYP19A1 CYP4A11 CYP4F2 CYP8B1 DAB2 DBI DENND5B EDN1 EEPD1 ENPP7 ERFE FABP3 FASLG GAL GALR1 GHRL GPS2 IL1A IL1B LDLRAP1 LIPG LPCAT3 LRAT LRP1 MAP2K6 MIF MIR206 MYB NFKBIA NKX3-1 NMB NR1H2 NR1H3 NTSR1 P2RX4 P2RX7 PLA2G10 PLA2G3 PLA2G4A PLA2R1 PLTP PON1 PPARG PRAP1 PRELID1 PRKCD PTCH1 PTGES RETN RXRA SCP2 SIRT1 SPP1 SSTR4 TMEM30A TMF1 TNFRSF11A TNFSF11 TREM2 TRIAP1 ZDHHC8 GOBP_POSITIVE_REGULATION_OF_LIPOPOLYSACCHARIDE_MEDIATED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_LIPOPOLYSACCHARIDE_MEDIATED_SIGNALING_PATHWAY BMP6 CD14 CD180 LY86 LY96 MIF PRKCA SASH1 SCIMP TRAF6 GOBP_POSITIVE_REGULATION_OF_LIPOPROTEIN_PARTICLE_CLEARANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_LIPOPROTEIN_PARTICLE_CLEARANCE ANXA2 GPIHBP1 GPLD1 LDLRAP1 LIPG MIR144 MIR302A MIR33A MIR33B MIR379 TREM2 GOBP_POSITIVE_REGULATION_OF_LOCOMOTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_LOCOMOTION AAMP ABL1 ABL2 ACKR3 ACTA2 ACTG1 ACTN4 ACVR1 ACVR1B ADAM10 ADAM17 ADAM8 ADAM9 ADAMTS1 ADGRA2 ADRA2A AGER AGO2 AGT AIF1 AKAP12 AKIRIN1 AKT1 AKT2 AKT3 ANGPT1 ANGPT4 ANGPTL3 ANO6 ANXA1 ANXA3 APC APELA APP AQP1 ARF6 ARHGAP5 ARHGEF2 ARHGEF39 ARHGEF7 ARTN ASCL2 ATM ATOH8 ATP5F1A ATP5F1B ATP7A ATP8A1 AZU1 BAG4 BCAR1 BCAS3 BCL2 BDKRB1 BMP2 BMP4 BMP7 BMPR2 BVES C1QBP C1QTNF8 C3AR1 C5AR1 CALR CAMK1D CAPN7 CARMIL1 CARMIL2 CASR CASS4 CAV1 CAVIN1 CBLL1 CCAR1 CCBE1 CCDC25 CCL1 CCL11 CCL19 CCL20 CCL21 CCL24 CCL26 CCL3 CCL4 CCL5 CCL7 CCN1 CCN4 CCR1 CCR2 CCR4 CCR6 CCR7 CD151 CD274 CD40 CD47 CD74 CD99 CD99L2 CDC42 CDH13 CDH5 CDKN2B-AS1 CEACAM6 CEMIP CEP43 CFAP20 CFAP69 CGA CIB1 CLASP1 CLASP2 CLDN1 CLDN3 CLDN4 CLDN7 CLEC7A CMKLR1 COL1A1 CORO1A CPNE3 CREB3 CRK CRKL CSF1 CSF1R CSF2 CTSH CX3CL1 CX3CR1 CXCL10 CXCL12 CXCL13 CXCL16 CXCL17 CXCL8 CXCR2 CXCR4 CYP1B1 DAAM2 DAB2 DAB2IP DAPK2 DAPK3 DDR2 DDRGK1 DEFB1 DEFB124 DMTN DNM1L DOCK1 DOCK4 DOCK5 DOCK7 DOCK8 DRD1 DSCAM DUOX1 DUOX2 DUOXA2 EDN1 EDN2 EDN3 EGF EGFR ELP3 ELP5 ELP6 EMC10 ENPP2 EPB41L4B EPB41L5 EPHA1 EPHA2 EPHA4 EPHB2 ETS1 F10 F2R F2RL1 F3 F7 FADD FAM107A FAM110C FAM83H FAM89B FBXO5 FER FERMT1 FERMT2 FERMT3 FGF1 FGF10 FGF16 FGF18 FGF2 FGF7 FGF9 FGFBP1 FGFR1 FGR FLNA FLT1 FLT4 FN1 FOXC2 FOXF1 FOXO4 FOXP1 FPR2 FSHB FUT1 FUT4 FUT7 FZD4 GAB1 GAS6 GATA2 GATA3 GCNT2 GFUS GLIPR2 GNAI2 GPER1 GPI GPLD1 GPNMB GPSM3 GRB7 GRN HAS2 HBEGF HDAC6 HDAC7 HDAC9 HGF HIF1A HMGB1 HMOX1 HRAS HSPA5 HSPB1 HYAL1 ICAM1 IFNG IGF1 IGF1R IGFBP5 IL12A IL16 IL1A IL1B IL1R1 IL23A IL34 IL4 IL6 IL6R INS INSL3 INSM1 INSR IQCF1 IQSEC1 IRS2 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA6 ITGAV ITGAX ITGB1 ITGB1BP1 ITGB3 JAK2 JAM2 JAM3 JCAD KDR KIF20B KIT KITLG LAMB1 LAMC2 LBP LEF1 LGALS3 LGALS9 LGMN LGR6 LPAR1 LRRC15 LYN LYVE1 MADCAM1 MALAT1 MAP2K2 MAP2K3 MAP3K3 MAP3K7 MAP4K4 MAPK1 MAPK14 MAPK3 MAPRE2 MAZ MCAM MCU MDK MDM2 MEGF8 MET MGAT5 MIA3 MIEN1 MIR101-1 MIR10A MIR10B MIR126 MIR1290 MIR132 MIR135B MIR143 MIR145 MIR146A MIR150 MIR151A MIR181A2 MIR181B1 MIR181D MIR182 MIR1908 MIR199A1 MIR200A MIR208A MIR20A MIR21 MIR210 MIR221 MIR222 MIR23A MIR26A1 MIR27A MIR27B MIR296 MIR29A MIR29B1 MIR302C MIR30A MIR31 MIR342 MIR448 MIR451A MIR487B MIR499A MIR519D MIR590 MIR711 MIR939 MIRLET7F1 MMP14 MMP2 MMP7 MMP9 MOSPD2 MSTN MTOR MYADM MYLK MYO1C MYOC NCKAP1L NEDD9 NFE2L2 NIPBL NOS3 NOTCH1 NR4A3 NRP1 NRP2 NSMF NTF3 NTN1 NTRK3 NUMB NUS1 ONECUT1 ONECUT2 OXSR1 P2RX4 P2RY12 P2RY6 PAK1 PAX6 PDCD10 PDCD6 PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PDPK1 PDPN PECAM1 PFN1 PGAM4 PGF PHPT1 PIK3C2A PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R3 PLA2G7 PLAA PLAU PLCG1 PLCG2 PLET1 PLG PLK2 PLP1 PLPP3 PLVAP PODXL POSTN PPM1F PPP3CA PRDM14 PREX1 PRKCA PRKCE PRKD1 PRKD2 PROX1 PRSS56 PTAFR PTGS2 PTK2 PTK2B PTN PTP4A1 PTPRC PYCARD RAB11A RAB25 RAC1 RAC2 RACK1 RAPGEF2 RARRES2 RDX RELN RET RHOA RHOB RHOC RHOD RHOJ RIN2 RIPOR1 RIPOR2 RNASE10 ROCK2 ROR2 RPS6KB1 RRAS RRAS2 RREB1 RTN4 RUFY3 S100A11 S100A14 S100A7 S1PR1 SASH1 SCARB1 SCG2 SDCBP SELE SELENOK SELP SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SERPINB3 SERPINE1 SH3RF2 SHTN1 SIRT1 SLAMF1 SLC26A5 SLIT2 SMAD3 SMIM22 SMO SMOC2 SMURF2 SNAI1 SNAI2 SOD2 SOX9 SP1 SPAG9 SPARC SPHK1 SPI1 SPN SPOCK2 SPRY2 SRC SRGAP2C SRPX2 SSH1 STAT3 STAT5A STK39 STK4 STX3 STX4 SUCNR1 SUN2 SWAP70 SYDE1 SYNE2 TAC4 TACR1 TACR2 TACR3 TALAM1 TBC1D24 TCAF2 TDGF1 TEK TERT TF TGFB1 TGFB2 TGFBR1 TGFBR2 THBS1 THBS4 THY1 TIAM1 TIRAP TJP1 TLR4 TMEM102 TMSB15B TMSB15C TMSB4X TNF TNFAIP6 TNFRSF14 TNFRSF18 TNFSF14 TNFSF18 TPBG TRADD TREM2 TRIM32 TRIP6 TRPV4 TWIST1 TWIST2 UBE2I VEGFA VEGFB VEGFC VEGFD VIL1 VPS35 VSIR VTN WASHC1 WDR62 WNK1 WNT5A WNT5B WNT7A XBP1 XCL1 XCL2 XG ZC3H12A ZNF268 ZNF304 ZNF580 ZNF609 ZNF703 ZP3 GOBP_POSITIVE_REGULATION_OF_LONG_TERM_NEURONAL_SYNAPTIC_PLASTICITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_LONG_TERM_NEURONAL_SYNAPTIC_PLASTICITY EPHB2 GRM5 KIT NEURL1 NPTN SHANK3 GOBP_POSITIVE_REGULATION_OF_LONG_TERM_SYNAPTIC_DEPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_LONG_TERM_SYNAPTIC_DEPRESSION ADCY8 CBLN1 GRID2 IQSEC2 KCNB1 LILRB2 STAU2 GOBP_POSITIVE_REGULATION_OF_LONG_TERM_SYNAPTIC_POTENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_LONG_TERM_SYNAPTIC_POTENTIATION ADCY1 ADCY8 ADORA2A AKAP5 APP CHRNA7 DRD2 EIF2AK4 EPHB2 IGSF11 INS LGMN MME PDE9A PRKAR1B RELN SHANK3 SHISA7 SLC18A3 SQSTM1 STAU1 ZDHHC2 GOBP_POSITIVE_REGULATION_OF_LOW_DENSITY_LIPOPROTEIN_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_LOW_DENSITY_LIPOPROTEIN_RECEPTOR_ACTIVITY ANXA2 CNPY2 FGF21 HNRNPK PPARG GOBP_POSITIVE_REGULATION_OF_LYASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_LYASE_ACTIVITY ACR ADCYAP1 ADORA2B ADORA3 ADRB2 ADRB3 AKAP5 AVPR2 CACNA1C CACNA1D CALCR CAP1 CAP2 CRHR1 DRD1 DRD5 EDNRA ENSG00000290147 FSHR FTMT FXN GIPR GLP1R GUCA1A ISCU LGR4 LGR5 LHCGR NF1 NOS1 NOS2 NOS3 ORAI1 P2RY11 PARK7 RAF1 RXFP1 RXFP2 STIM1 TMIGD3 TSHR GOBP_POSITIVE_REGULATION_OF_LYMPHOCYTE_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_LYMPHOCYTE_ACTIVATION ABL1 ABL2 ACTB ACTL6A ACTL6B ADA ADAM8 AGER AIF1 AKIRIN2 AKT1 AMBRA1 ANXA1 AP1G1 AP3B1 AP3D1 ARID1A ARID1B ARID2 ATAD5 AXL B2M BAD BCL10 BCL2 BCL6 BLOC1S3 BLOC1S6 BMI1 BRD7 BST1 BTK BTN2A2 CARD11 CAV1 CBFB CCDC88B CCL19 CCL2 CCL21 CCL5 CCR2 CCR7 CD160 CD1D CD209 CD24 CD27 CD274 CD276 CD28 CD320 CD38 CD3E CD4 CD40 CD40LG CD46 CD47 CD5 CD55 CD6 CD70 CD74 CD80 CD81 CD83 CD86 CDKN1A CHRNB2 CLCF1 CLEC7A CLECL1P CORO1A CR1 CSK CYRIB DHPS DNAJA3 DOCK8 DPP4 DUSP10 EBI3 EFNB1 EFNB2 EFNB3 EGR3 EPHB2 EPO EXOSC3 EXOSC6 FADD FCGR3A FCHO1 FCRL3 FGF10 FLOT2 FOXO3 FOXP3 FYN GAS6 GATA3 GLI2 GLI3 GPAM GPR183 HAVCR2 HES1 HHLA2 HLA-A HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G HLX HMCES HMGB1 HSPD1 HSPH1 ICOS ICOSLG IFNG IGF1 IGF2 IGFBP2 IHH IL10 IL12A IL12B IL12RB1 IL13 IL15 IL15RA IL18 IL1A IL1B IL1RL2 IL2 IL21 IL23A IL23R IL2RA IL2RG IL36B IL4 IL4I1 IL4R IL5 IL6 IL6ST IL7 IL7R INPP5D IRS2 ITPKB JAK2 KAT5 KITLG KLHL25 KLRC2 KLRC4-KLRK1 KLRK1 KMT5B KMT5C LAMP1 LCK LEF1 LEP LGALS1 LGALS9 LILRB1 LILRB2 LILRB4 LYN MAD2L2 MALT1 MAP3K8 MDK MEF2C MIF MIR21 MIR30B MLH1 MMP14 MPL MSH2 MTOR MYD88 NCK1 NCK2 NCKAP1L NFATC2 NFKBID NFKBIZ NKAP NLRP3 NOD2 NSD2 PAXIP1 PBRM1 PCID2 PCK1 PDCD1LG2 PDPK1 PELI1 PHF10 PIK3CA PIK3R6 PMS2 PNP PPP2R3C PPP3CA PRKCQ PRKCZ PRKDC PRLR PTPN11 PTPN22 PTPN6 PTPRC PYCARD RAG1 RARA RASAL3 RASGRP1 RHOA RHOH RIF1 RIPK2 RPS3 RUNX1 RUNX3 SART1 SASH3 SELENOK SH3KBP1 SHB SHH SHLD1 SHLD2 SHLD3 SIRPA SIRPB1 SIRPG SLAMF1 SLC39A10 SLC7A1 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SOCS1 SOCS5 SOX12 SOX13 SOX4 SPI1 SPN SPTA1 SRC STAT5B STAT6 SYK TACR1 TBX21 TESPA1 TFRC TGFB1 TGFBR2 THY1 TICAM1 TICAM2 TIRAP TLR4 TLR9 TMIGD2 TNFRSF13C TNFRSF14 TNFRSF4 TNFSF11 TNFSF13 TNFSF13B TNFSF14 TNFSF4 TNFSF9 TNIP2 TOX TP53BP1 TRAF6 TYK2 TYROBP VAV1 VAV3 VCAM1 VNN1 VSIR VTCN1 WNT10B WNT3A XBP1 XCL1 XRCC6 YES1 ZAP70 ZBTB1 ZBTB16 ZBTB7B ZMIZ1 ZNF335 ZP3 ZP4 GOBP_POSITIVE_REGULATION_OF_LYMPHOCYTE_ANERGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_LYMPHOCYTE_ANERGY CBLB CD3E FOXP3 ITCH LILRB4 GOBP_POSITIVE_REGULATION_OF_LYMPHOCYTE_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_LYMPHOCYTE_APOPTOTIC_PROCESS ADAM8 BAX BCL2L11 CCL5 CD274 FNIP1 IDO1 IL10 LGALS16 LGALS9 P2RX7 PDCD1 PRELID1 TP53 WNT5A ZC3H8 GOBP_POSITIVE_REGULATION_OF_LYMPHOCYTE_CHEMOTAXIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_LYMPHOCYTE_CHEMOTAXIS ADAM10 ADAM17 CCL21 CCL3 CCL4 CCL5 CCL7 CCR2 CXCL13 NEDD9 OXSR1 PTK2B S100A7 STK39 TMEM102 TNFSF14 WNK1 WNT5A XCL1 XCL2 GOBP_POSITIVE_REGULATION_OF_LYMPHOCYTE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_LYMPHOCYTE_DIFFERENTIATION ACTB ACTL6A ACTL6B ADA ADAM8 AMBRA1 ANXA1 AP3B1 AP3D1 ARID1A ARID1B ARID2 AXL BAD BCL6 BRD7 BTK BTN2A2 CBFB CCL19 CD27 CD46 CD74 CD80 CD83 CD86 CR1 DUSP10 EGR3 FOXO3 FOXP3 GAS6 GATA3 GLI2 GLI3 HLA-DRA HLA-DRB1 HLA-G HLX IFNG IHH IL10 IL12B IL12RB1 IL15 IL15RA IL18 IL1RL2 IL2 IL23A IL23R IL2RA IL2RG IL36B IL4 IL4I1 IL4R IL7 IL7R INPP5D ITPKB KAT5 KLHL25 LEF1 LGALS9 LILRB2 LILRB4 MALT1 MDK MIR21 MMP14 NCKAP1L NFKBID NFKBIZ NKAP NLRP3 PBRM1 PCID2 PCK1 PHF10 PIK3R6 PNP PPP2R3C PRKCZ PRKDC PTPRC RAG1 RARA RASGRP1 RHOA RHOH RIPK2 RUNX1 RUNX3 SART1 SASH3 SHB SHH SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SOCS1 SOCS5 SOX12 SOX13 SOX4 SPI1 STAT5B SYK TESPA1 TGFBR2 TNFSF4 TNFSF9 TOX VNN1 VSIR WNT10B XBP1 XRCC6 ZAP70 ZBTB1 ZBTB16 ZBTB7B ZMIZ1 GOBP_POSITIVE_REGULATION_OF_LYMPHOCYTE_MEDIATED_IMMUNITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_LYMPHOCYTE_MEDIATED_IMMUNITY AP1G1 ARID5A ATAD5 B2M BTK C17orf99 C3 CADM1 CD160 CD1A CD1B CD1C CD1D CD1E CD226 CD28 CD40 CD55 CD81 CLCF1 CLNK CRTAM CYRIB DENND1B EXOSC3 EXOSC6 FADD FBXO38 FCER2 FCGR1A FOXP3 FZD5 GATA3 HFE HLA-A HLA-B HLA-C HLA-DRA HLA-DRB1 HLA-DRB3 HLA-E HLA-F HLA-G HLA-H HMCES HPX HSPD1 IL12A IL12B IL12RB1 IL18 IL18R1 IL18RAP IL1B IL1R1 IL2 IL21 IL23A IL23R IL4 IL6 KIR2DL4 KLRC1 KLRC2 KLRC3 KLRC4 KLRC4-KLRK1 KLRD1 KLRK1 KMT5B KMT5C LAG3 LAMP1 LTA MAD2L2 MALT1 MAP3K7 MICA MICB MLH1 MR1 MSH2 NCR3 NECTIN2 NLRP3 NOD2 NSD2 P2RX7 PAXIP1 PMS2 PRKCZ PTPRC PVR RAET1E RAET1G RAET1L RASGRP1 RIF1 RSAD2 SASH3 SH2D1A SH2D1B SHLD1 SHLD2 SHLD3 SLAMF1 SLAMF6 SLC22A13 STAT5B STAT6 STX7 TAP2 TBX21 TFRC TGFB1 TNF TNFSF13 TNFSF4 TP53BP1 TRAF2 TRAF6 TREM2 ULBP1 ULBP2 ULBP3 VAV1 XCL1 ZBTB1 ZP3 GOBP_POSITIVE_REGULATION_OF_LYMPHOCYTE_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_LYMPHOCYTE_MIGRATION ABL1 ABL2 ADAM10 ADAM17 ADAM8 AIF1 APP ASCL2 CCL20 CCL21 CCL3 CCL4 CCL5 CCL7 CCR2 CD99L2 CORO1A CXCL10 CXCL12 CXCL13 DOCK8 FADD ITGA4 ITGB3 JAM2 MADCAM1 NEDD9 OXSR1 PTK2B PYCARD RHOA S100A7 SELENOK SPN STK39 TMEM102 TNFRSF14 TNFSF14 WNK1 WNT5A XCL1 XCL2 GOBP_POSITIVE_REGULATION_OF_MACROAUTOPHAGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MACROAUTOPHAGY ADRB2 AMBRA1 ATG2A BAG3 BECN1 BNIP3 BNIP3L C9orf72 CALCOCO2 CERS1 DCN ELAPOR1 EPM2A FYCO1 GNAI3 GPSM1 HIF1A HMOX1 HSPB8 HTT IKBKG IL4 IRGM KDR LACRT LARP1 LRSAM1 MAP3K7 MAPK3 MOAP1 NOD1 NOD2 OPTN PAFAH1B2 PIM2 PINK1 PIP4K2A PIP4K2B PIP4K2C PRKAA2 RAB3GAP1 RAB3GAP2 RALB RIPK2 RNF31 RUFY4 SCOC SESN1 SESN2 SESN3 SH3GLB1 SIRT1 SLC25A4 SLC25A5 SMCR8 SNX18 SNX30 SNX4 SNX7 SPTLC1 SPTLC2 STING1 SUPT5H TBK1 TOM1 TRIM13 TSC2 ULK1 UVRAG VDAC1 VPS13D WAC WDR24 WDR45 WIPI1 GOBP_POSITIVE_REGULATION_OF_MACROPHAGE_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MACROPHAGE_ACTIVATION CCL3 CEBPA CTSC HAMP HAVCR2 HSPD1 IL10 IL13 IL1RL1 IL33 IL4R IRGM KARS1 LBP LRRK2 MIR128-1 MIR142 MIR145 MMP8 PLA2G4A SPACA3 STAP1 TAFA3 THBS1 TLR4 TLR6 TNIP2 TREM2 TTBK1 WNT5A GOBP_POSITIVE_REGULATION_OF_MACROPHAGE_CHEMOTAXIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MACROPHAGE_CHEMOTAXIS AKIRIN1 C3AR1 C5AR1 CCL5 CMKLR1 CSF1 CSF1R CXCL17 IL34 MAPK1 MAPK3 MDK MSTN PTK2 RARRES2 SLAMF1 THBS1 TNFSF18 TRPV4 GOBP_POSITIVE_REGULATION_OF_MACROPHAGE_CYTOKINE_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MACROPHAGE_CYTOKINE_PRODUCTION CARD9 CD36 CD74 GPRC5B HLA-G LAPTM5 LILRB1 MAPKAPK2 MYD88 NOD1 NOD2 P2RX7 PANX1 PLCG2 PYCARD RIPK2 SEMA7A SIRT1 SPON2 TICAM1 TLR3 TLR4 TLR7 WNT5A GOBP_POSITIVE_REGULATION_OF_MACROPHAGE_DERIVED_FOAM_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MACROPHAGE_DERIVED_FOAM_CELL_DIFFERENTIATION AGT AGTR1 ALOX15B APOB CD36 CSF1 CSF2 IL18 LPL MAPK9 MIR185 MSR1 NFKB1 PF4 PLA2G10 PLA2G2A PLA2G3 PLA2G5 PRKCH GOBP_POSITIVE_REGULATION_OF_MACROPHAGE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MACROPHAGE_DIFFERENTIATION CASP8 CSF1 FADD HCLS1 HSF1 ID2 IL34 LIF MIR145 PF4 PRKCA RB1 RIPK1 ROR2 TGFB1 TRIB1 GOBP_POSITIVE_REGULATION_OF_MACROPHAGE_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MACROPHAGE_MIGRATION AKIRIN1 C3AR1 C5AR1 CCL3 CCL5 CMKLR1 CSF1 CSF1R CX3CL1 CX3CR1 CXCL17 IL34 MAPK1 MAPK3 MDK MMP14 MSTN P2RX4 P2RY12 PTK2 RARRES2 SLAMF1 THBS1 TNFSF18 TREM2 TRPV4 GOBP_POSITIVE_REGULATION_OF_MAINTENANCE_OF_SISTER_CHROMATID_COHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MAINTENANCE_OF_SISTER_CHROMATID_COHESION BUB1 MACROH2A1 NSMCE2 SLF1 SLF2 SMC5 GOBP_POSITIVE_REGULATION_OF_MAMMARY_GLAND_EPITHELIAL_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MAMMARY_GLAND_EPITHELIAL_CELL_PROLIFERATION CCND1 IQGAP3 KDM5B RREB1 RTN4 ZNF703 GOBP_POSITIVE_REGULATION_OF_MAPK_CASCADE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MAPK_CASCADE ABCA7 ABL1 ACKR3 ACTA2 ADAM8 ADAM9 ADCYAP1 ADORA1 ADRA1A ADRA1B ADRA2A ADRA2B ADRA2C ADRB2 ADRB3 AGER AKAP12 AKAP13 ALKAL1 ALKAL2 ALOX12B ALOX15 ANGPT1 ANKRD6 APELA APOE APP AR ARHGAP8 ARHGEF5 ARL6IP5 ARRB1 ARRB2 AVPI1 AVPR1B AXIN1 BANK1 BCAR3 BIRC7 BMP2 BMP4 BMPER BRAF C1QTNF1 C5AR1 CALCR CARD9 CARTPT CASR CAV2 CAVIN3 CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL3 CCL3L1 CCL3L3 CCL4 CCL5 CCL7 CCL8 CCN2 CCR1 CCR7 CD24 CD27 CD36 CD4 CD40 CD44 CD74 CD81 CDC42 CDH2 CDK10 CDON CFLAR CHI3L1 CHRNA7 CIB1 CRK CRKL CSF1R CSPG4 CTNNB1 CX3CL1 CXCL17 DAB2IP DDR1 DDR2 DDT DENND2B DHX33 DIRAS1 DIRAS2 DKK1 DNAJC27 DOK1 DOK2 DOK3 DOK4 DOK5 DOK6 DRD2 DRD4 DSTYK DUSP19 DUSP22 DVL2 DVL3 EDA2R EDAR EDN1 EDN3 EFNA1 EGF EGFR EIF2AK2 ELANE EPGN EPHA8 EPO ERBB2 ERBB4 ERN1 ERP29 EZH2 F2R F2RL1 FBXW7 FCGR2B FCRL3 FERMT2 FFAR4 FGA FGB FGF1 FGF10 FGF18 FGF19 FGF2 FGF20 FGF21 FGF23 FGF4 FGF8 FGFR1 FGFR2 FGFR3 FGFR4 FGG FLT1 FLT3 FLT4 FPR2 FRS2 FSHR FZD10 FZD7 GADD45A GADD45B GADD45G GAREM1 GAS6 GATA4 GCG GCNT2 GDF15 GDF6 GFRAL GH1 GHR GHRL GLIPR2 GNAI2 GPBAR1 GPER1 GPNMB GPR183 GPR37 GPR37L1 GPR55 GRM1 GRM4 GRM5 GSDME HAND2 HAVCR2 HCRTR1 HGF HIPK2 HLA-DRB1 HMGB1 HRAS HTR2A HTR2B HTR2C IAPP ICAM1 IGF1 IGF1R IGF2 IGFBP3 IGFBP4 IGFBP6 IL11 IL1A IL1B IL26 IL34 IL6 INAVA INHBA INS INSR IQGAP1 IQGAP3 IRAK1 ITGA1 ITGB3 JAK2 JCAD KDR KISS1 KIT KL KLB KLHDC10 KSR1 LAMTOR1 LAMTOR2 LAMTOR3 LAPTM5 LEP LGALS9 LIF LILRA5 LPAR1 LPAR2 LPAR3 LRRK2 LTBR MADD MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K5 MAP2K6 MAP2K7 MAP3K10 MAP3K11 MAP3K12 MAP3K13 MAP3K3 MAP3K4 MAP3K5 MAP3K7 MAP4K1 MAP4K2 MAPK3 MAPK8IP1 MAPK8IP2 MAPK8IP3 MAPKBP1 MARCO MBIP MEF2C MFAP3 MFHAS1 MID1 MIF MINK1 MIR126 MIR181A2 MIR181B1 MIR181D MIR21 MIR221 MIR222 MIR23A MIR24-1 MIR27A MIR27B MIR519D MIR92A1 MIRLET7B MOS MST1R MT3 MTURN MUSK MYD88 MYDGF NAIP NCF1 NDRG4 NDST1 NECAB2 NEK10 NELFE NENF NMNAT1 NOD1 NOD2 NODAL NOTCH1 NOTCH2 NOX1 NOX4 NPNT NPSR1 NPY5R NRG1 NRP1 NTF3 NTRK1 NTRK2 NTRK3 OPRK1 OPRM1 OR2AT4 OSM P2RX7 P2RY1 P2RY6 PAK1 PDCD10 PDE6G PDE6H PDE8A PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PELI2 PHB1 PHB2 PIK3CG PIK3R5 PIK3R6 PJA2 PLA2G1B PLA2G2A PLA2G5 PLCB1 PLCE1 PLCG2 PPIA PRDX2 PRKCA PRKCE PRKCZ PRKD2 PRMT1 PROK1 PRXL2C PTK2B PTPN1 PTPN11 PTPN22 PTPRC PTPRJ PYCARD RAF1 RAMP3 RAP1A RAP1B RAPGEF2 RASGRP1 RASSF2 RB1CC1 RELL1 RELL2 RET RIPK1 RIPK2 RIT2 ROBO1 ROCK1 ROCK2 ROR1 ROR2 RPS3 RYK S100A12 S100A7 SASH1 SCIMP SDCBP SEMA3A SEMA4C SEMA7A SERPINF2 SH3RF1 SH3RF2 SH3RF3 SHC1 SLAMF1 SLC30A10 SOD1 SORBS3 SOX2 SPAG9 SPHK1 SPI1 SPRY2 SRC SSTR4 STK25 STK3 STK39 SYK SYT14P1 TAB1 TAOK1 TAOK2 TAOK3 TBX1 TDGF1 TEK TENM1 TGFA TGFB1 TGFB2 TGFB3 TGFBR1 THBS1 THPO TIRAP TLR3 TLR4 TLR6 TLR9 TMEM106A TNF TNFAIP8L3 TNFRSF11A TNFRSF19 TNFSF11 TNIK TP73 TPBG TPD52L1 TRAF2 TRAF4 TRAF6 TRAF7 TREM2 TRIM5 TRPV4 UNC5CL VEGFA WNT16 WNT5A WNT7A WNT7B WWC1 XCL1 XCL2 XDH XIAP ZC3H12A ZNF622 GOBP_POSITIVE_REGULATION_OF_MAP_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MAP_KINASE_ACTIVITY ADAM8 ADAM9 ADRA2A ARHGEF5 CCL19 CD24 CD40 DAB2IP DIRAS1 DIRAS2 DKK1 DRD4 DUSP19 DVL2 DVL3 EDN1 EDN3 EGF EGFR ELANE EPGN ERBB2 ERN1 ERP29 EZH2 FGF1 FGF18 FGF2 FGFR1 FLT1 FLT3 FZD10 GH1 GHR HRAS HTR2B IL1B IL34 INSR IRAK1 KIT LRRK2 MAP2K5 MAP2K7 MAP3K10 MAP3K11 MAP3K12 MAP3K13 MAP3K4 MAP3K5 MAP3K7 MAP4K2 MIR92A1 MST1R NEK10 NOD2 NTF3 NTRK3 PAK1 PDCD10 PDGFA PDGFB PDGFC PDGFD PDGFRB PIK3CG PIK3R5 PIK3R6 PLA2G1B PTPN1 RASGRP1 ROBO1 RPS3 S100A12 SASH1 TAOK3 TDGF1 TENM1 TGFB1 THBS1 TLR4 TLR6 TNF TNFRSF11A TNFSF11 TPD52L1 TRAF2 TRAF6 VEGFA WNT5A GOBP_POSITIVE_REGULATION_OF_MAST_CELL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MAST_CELL_ACTIVATION ADORA2B CD226 CRLF2 FGR GAB2 GATA1 GATA2 HAVCR1 IL13 IL4 IL4R NECTIN2 NR4A3 PLA2G3 SNX4 SPHK2 STXBP1 SYK TSLP VAMP7 VAMP8 GOBP_POSITIVE_REGULATION_OF_MAST_CELL_ACTIVATION_INVOLVED_IN_IMMUNE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MAST_CELL_ACTIVATION_INVOLVED_IN_IMMUNE_RESPONSE ADORA2B FGR GAB2 GATA1 GATA2 IL13 IL4 IL4R PLA2G3 SNX4 SPHK2 STXBP1 SYK VAMP7 VAMP8 GOBP_POSITIVE_REGULATION_OF_MAST_CELL_CHEMOTAXIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MAST_CELL_CHEMOTAXIS PGF SWAP70 VEGFA VEGFB VEGFC VEGFD GOBP_POSITIVE_REGULATION_OF_MEGAKARYOCYTE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MEGAKARYOCYTE_DIFFERENTIATION FAXDC2 GATA2 HMGB2 MTURN PITHD1 RAB7B RCOR1 SCIN TESC THPO ZNF16 GOBP_POSITIVE_REGULATION_OF_MEIOTIC_CELL_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MEIOTIC_CELL_CYCLE CDC25A CDC25B CDC25C DMRT1 INSR LFNG MAPK15 MEIOC MEIOSIN MSX1 MSX2 NPM2 NPR2 OOEP OVOL1 PIWIL2 PLCB1 PRDM7 PRDM9 RAD51AP1 RBM46 SIRT2 STRA8 UBE2B WNT4 WNT5A YTHDC2 GOBP_POSITIVE_REGULATION_OF_MEIOTIC_NUCLEAR_DIVISION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MEIOTIC_NUCLEAR_DIVISION DMRT1 MEIOSIN MSX1 MSX2 NPM2 NPR2 OOEP PIWIL2 PLCB1 PRDM7 PRDM9 RAD51AP1 SIRT2 STRA8 UBE2B WNT4 WNT5A GOBP_POSITIVE_REGULATION_OF_MELANOCYTE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MELANOCYTE_DIFFERENTIATION ADAMTS20 ADAMTS9 BCL2 KITLG ZEB2 GOBP_POSITIVE_REGULATION_OF_MEMBRANE_DEPOLARIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MEMBRANE_DEPOLARIZATION ADCY10 ANK3 DCN KDR MLLT11 MYOC P2RX7 PARP1 RACK1 TRPM4 TSPO GOBP_POSITIVE_REGULATION_OF_MEMBRANE_PERMEABILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MEMBRANE_PERMEABILITY ACAA2 ATF2 ATP5IF1 BAK1 BAX BBC3 BCL2L11 BID BLOC1S2 BNIP3 BNIP3L BOK CHCHD10 DEFA5 EYA2 FZD9 GCLC GSK3A GSK3B GZMB HIP1R HSPA1A IER3 JAM3 LAPTM5 MAPK8 MIR142 MIR29A MIR29B1 MIR29C MOAP1 MPV17L MUL1 NMT1 PPIF RHOT1 RHOT2 RTL10 SLC25A31 SLC25A4 SLC25A5 SLC25A6 SLC35F6 SLC9A1 SPG7 STPG1 TMEM102 TMEM14A TP53 VDAC2 ZNF205 GOBP_POSITIVE_REGULATION_OF_MEMBRANE_POTENTIAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MEMBRANE_POTENTIAL AKT1 AKT2 ANK3 BAD BID CTNS GLRX GRIA1 MFN1 MTLN NNT SLC34A1 TCL1A UCN3 VCP GOBP_POSITIVE_REGULATION_OF_MEMBRANE_PROTEIN_ECTODOMAIN_PROTEOLYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MEMBRANE_PROTEIN_ECTODOMAIN_PROTEOLYSIS ADAM8 ADAM9 ADRA2A APOE FURIN GPLD1 IFNG IL1B NRDC PACSIN3 RGMA SH3D19 SNX33 SNX9 TNF TNFRSF1B GOBP_POSITIVE_REGULATION_OF_MEMORY_T_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MEMORY_T_CELL_DIFFERENTIATION CD46 HLA-DRA HLA-DRB1 IL12B IL12RB1 IL23A IL23R PCK1 TNFSF4 GOBP_POSITIVE_REGULATION_OF_MESENCHYMAL_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MESENCHYMAL_CELL_PROLIFERATION ARHGAP5 BMPR1A CHRD CTNNB1 FGF9 FGFR2 FOXF1 IHH IRS2 KDR LRP5 MYC PDGFA PRRX1 SHH SHOX2 SIX1 SMO SOX9 STAT1 SYNE1 TBX1 TGFBR2 WNT2 WNT5A GOBP_POSITIVE_REGULATION_OF_MESENCHYMAL_STEM_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MESENCHYMAL_STEM_CELL_PROLIFERATION CCNE1 CITED1 FERMT2 LTBP3 TGFB1 TGFBR1 VEGFC GOBP_POSITIVE_REGULATION_OF_METALLOENDOPEPTIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_METALLOENDOPEPTIDASE_ACTIVITY MBP MIR17 MIR205 MIR21 MIR29B1 MIR92A1 STAT3 GOBP_POSITIVE_REGULATION_OF_METALLOPEPTIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_METALLOPEPTIDASE_ACTIVITY CLDN3 CLDN4 DDRGK1 MBP MIR17 MIR205 MIR21 MIR29B1 MIR92A1 STAT3 GOBP_POSITIVE_REGULATION_OF_METAPHASE_ANAPHASE_TRANSITION_OF_CELL_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_METAPHASE_ANAPHASE_TRANSITION_OF_CELL_CYCLE ANAPC11 ANAPC5 ANAPC7 CDC16 CDC20 CDC23 CUL3 DLGAP5 ESPL1 MAD2L1BP MAPK15 NSMCE2 PRAP1 RB1 UBE2C GOBP_POSITIVE_REGULATION_OF_MHC_CLASS_II_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MHC_CLASS_II_BIOSYNTHETIC_PROCESS AZU1 CIITA IFNG IL10 IL33 IL4 JAK2 RFX5 RFXANK RFXAP SIRT1 TLR4 TMEM106A XBP1 GOBP_POSITIVE_REGULATION_OF_MHC_CLASS_I_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MHC_CLASS_I_BIOSYNTHETIC_PROCESS CIITA HSPH1 IFNL1 IL33 NLRC5 NLRP12 GOBP_POSITIVE_REGULATION_OF_MICROGLIAL_CELL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MICROGLIAL_CELL_ACTIVATION CCL3 CTSC LRRK2 MIR128-1 MIR142 MMP8 STAP1 TAFA3 TREM2 TTBK1 GOBP_POSITIVE_REGULATION_OF_MICROTUBULE_NUCLEATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MICROTUBULE_NUCLEATION CKAP5 DCTN1 GIT1 HSPA1A HSPA1B MECP2 PAK1 PDE4DIP GOBP_POSITIVE_REGULATION_OF_MICROTUBULE_POLYMERIZATION_OR_DEPOLYMERIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MICROTUBULE_POLYMERIZATION_OR_DEPOLYMERIZATION AKAP9 ANKRD53 ARL2 CAV3 CDK5R1 CDK5RAP2 CDKN1B CKAP5 CLASP1 CLIP1 DCTN1 DRG1 FES GIT1 HSPA1A HSPA1B KATNB1 MAP1B MAPRE1 MAPT MECP2 MET NAV3 NUMA1 OCLN PAK1 PDE4DIP PSRC1 RAC1 RPS3 SLAIN1 SLAIN2 SPAST STMN2 TOGARAM1 TRPV4 GOBP_POSITIVE_REGULATION_OF_MIRNA_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MIRNA_METABOLIC_PROCESS APLN AR ATOH8 BMP2 BMPR1A DNM3OS EGFR EGR1 ETS1 FGF2 FOS FOSL1 FOXA1 FOXO3 GAS5 GATA2 GATA3 GNL3 HIF1A HRAS IL10 JUN KCNQ1OT1 KLF4 KLF5 LIN28B MRTFA MRTFB MYB MYC MYCN MYOCD NEAT1 NFKB1 NGFR NR1H2 NR3C1 PDGFB PNPT1 POU2F1 PPARG PRL RELA SMAD1 SMAD3 SMAD4 SMAD6 SMARCA4 SPI1 SREBF1 SREBF2 SRF STAT3 TEAD1 TERT TGFB1 TGFB2 TNF TP53 WT1 XIST ZC3H12A ZSWIM8 GOBP_POSITIVE_REGULATION_OF_MIRNA_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MIRNA_PROCESSING BMP4 DGCR8 RIPK1 TGFB1 TRUB1 GOBP_POSITIVE_REGULATION_OF_MIRNA_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MIRNA_TRANSCRIPTION APLN AR ATOH8 BMP2 BMPR1A EGFR EGR1 ETS1 FGF2 FOS FOSL1 FOXA1 FOXO3 GATA2 GATA3 GNL3 HIF1A IL10 JUN KLF4 KLF5 MRTFA MRTFB MYB MYC MYCN MYOCD NGFR NR1H2 NR3C1 PDGFB POU2F1 PPARG PRL RELA SMAD1 SMAD3 SMAD4 SMAD6 SMARCA4 SPI1 SREBF1 SREBF2 SRF STAT3 TEAD1 TERT TGFB1 TGFB2 TNF TP53 WT1 GOBP_POSITIVE_REGULATION_OF_MITOCHONDRIAL_CALCIUM_ION_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MITOCHONDRIAL_CALCIUM_ION_CONCENTRATION ATP2A1 BCAP31 BNIP3 FIS1 MCU MCUR1 MICU1 MICU2 RAP1GDS1 SLC25A23 TGM2 GOBP_POSITIVE_REGULATION_OF_MITOCHONDRIAL_DEPOLARIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MITOCHONDRIAL_DEPOLARIZATION ADCY10 DCN KDR MLLT11 MYOC P2RX7 PARP1 RACK1 TSPO GOBP_POSITIVE_REGULATION_OF_MITOCHONDRIAL_FISSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MITOCHONDRIAL_FISSION AURKA BNIP3 DCN DDHD1 DDHD2 DNM1L FIS1 KDR MARCHF5 MCU MFF MIEF1 MIEF2 MUL1 PGAM5 PINK1 PRKN RALA RALBP1 SPIRE1 VPS35 GOBP_POSITIVE_REGULATION_OF_MITOCHONDRIAL_MEMBRANE_PERMEABILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MITOCHONDRIAL_MEMBRANE_PERMEABILITY ACAA2 ATF2 ATP5IF1 BAK1 BAX BBC3 BCL2L11 BID BLOC1S2 BNIP3 BNIP3L BOK CHCHD10 EYA2 FZD9 GCLC GSK3A GSK3B GZMB HIP1R HSPA1A IER3 MAPK8 MIR29A MIR29B1 MIR29C MOAP1 MPV17L MUL1 NMT1 PPIF RHOT1 RHOT2 RTL10 SLC25A31 SLC25A4 SLC25A5 SLC25A6 SLC35F6 SLC9A1 SPG7 STPG1 TMEM102 TMEM14A TP53 VDAC2 ZNF205 GOBP_POSITIVE_REGULATION_OF_MITOCHONDRIAL_MEMBRANE_POTENTIAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MITOCHONDRIAL_MEMBRANE_POTENTIAL AKT1 AKT2 BAD BID CTNS MFN1 MTLN NNT TCL1A VCP GOBP_POSITIVE_REGULATION_OF_MITOCHONDRIAL_OUTER_MEMBRANE_PERMEABILIZATION_INVOLVED_IN_APOPTOTIC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MITOCHONDRIAL_OUTER_MEMBRANE_PERMEABILIZATION_INVOLVED_IN_APOPTOTIC_SIGNALING_PATHWAY ATP5IF1 BAK1 BBC3 BOK CHCHD10 GSK3A GSK3B GZMB HIP1R MAPK8 NMT1 ZNF205 GOBP_POSITIVE_REGULATION_OF_MITOCHONDRIAL_TRANSLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MITOCHONDRIAL_TRANSLATION C1QBP CDK5RAP1 COA3 FASTKD2 FASTKD3 METTL8 MPV17L2 MRPS27 NGRN RCC1L RMND1 RPUSD3 RPUSD4 TRMT10C TRUB2 UQCC2 GOBP_POSITIVE_REGULATION_OF_MITOCHONDRION_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MITOCHONDRION_ORGANIZATION ADCK1 AMBRA1 ATP5IF1 AURKA BAD BAK1 BAX BBC3 BCL2L11 BID BIK BMF BNIP3 BOK CAMKK2 CERS1 CHCHD10 CIDEB DCN DDHD1 DDHD2 DNM1L ENDOG FAM162A FBXO7 FIS1 GPER1 GSK3A GSK3B GZMB HIF1A HIP1R HRK HTRA2 HTT IRGM KDR MAPK8 MARCHF5 MCU MFF MGARP MIEF1 MIEF2 MIR144 MLLT11 MMP9 MOAP1 MUL1 NMT1 NOD2 PARK7 PDCD5 PGAM5 PINK1 PLAUR PLD6 PMAIP1 PPARGC1A PRKN PYCARD RALA RALBP1 SLC25A4 SLC25A5 SPIRE1 SSBP1 TNFSF10 TP53 TREM2 VDAC1 VPS13D VPS35 ZDHHC6 ZNF205 GOBP_POSITIVE_REGULATION_OF_MITOPHAGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MITOPHAGY AMBRA1 CERS1 IRGM NOD2 SLC25A4 SLC25A5 VDAC1 VPS13D GOBP_POSITIVE_REGULATION_OF_MITOPHAGY_IN_RESPONSE_TO_MITOCHONDRIAL_DEPOLARIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MITOPHAGY_IN_RESPONSE_TO_MITOCHONDRIAL_DEPOLARIZATION CDC37 HDAC6 HUWE1 MFN2 OPTN PINK1 PRKN TOMM7 VDAC1 VPS13C GOBP_POSITIVE_REGULATION_OF_MITOTIC_CELL_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MITOTIC_CELL_CYCLE ABL1 ADAM17 ADAMTS1 AIF1 AKT1 ANAPC11 ANAPC5 ANAPC7 ANKRD17 ANXA1 APP ASNS AURKA BRCA2 BRD4 CCDC57 CCNB1 CCND1 CCND2 CDC16 CDC20 CDC23 CDC25A CDC25B CDC25C CDC6 CDC7 CDCA5 CDK1 CDK10 CDK4 CENPJ CPSF3 CUL3 CUL4A CUL4B CYP1A1 DBF4B DDR2 DDX3X DLGAP5 DTL DUSP3 DYNLT3 EGFR EIF4E EIF4EBP1 EIF4G1 ESPL1 FBXO5 FGF10 FOXA1 HES1 HSF1 HSPA2 HYAL1 KCNA5 KLHL18 KMT2E LGMN LSM10 LSM11 MAD2L1BP MBLAC1 MDM2 MECP2 MEIS2 MEPCE MIR208A MIR214 MIR221 MIR222 MIR29A MIR372 MIR495 MIR515-1 MIR519D MIR520A MIR520H MTA3 MTBP NEUROG1 NKX3-1 NSMCE2 PAFAH1B1 PBX1 PHB2 PHOX2B PKN2 PLCB1 PLRG1 POLDIP2 PPP1R10 PRAP1 PRKCA PTPN11 RAB11A RAD51B RAD51C RB1 RCC2 RDX RGCC RPS6KB1 RPTOR RRM1 RRM2 RRM2B SASS6 SHB SIN3A SMARCD3 SMOC2 SPHK1 STAT5B STIL STOX1 TAL1 TERT TFDP1 TMOD3 TTL UBE2C UBE2E2 USP2 USP22 VPS4B WNT10B GOBP_POSITIVE_REGULATION_OF_MITOTIC_CELL_CYCLE_PHASE_TRANSITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MITOTIC_CELL_CYCLE_PHASE_TRANSITION ADAM17 ADAMTS1 AIF1 AKT1 ANAPC11 ANAPC5 ANAPC7 ANKRD17 ANXA1 APP BRD4 CCNB1 CCND1 CCND2 CDC16 CDC20 CDC23 CDC25A CDC25B CDC25C CDC6 CDC7 CDCA5 CDK1 CDK10 CDK4 CENPJ CPSF3 CUL3 CUL4A CUL4B CYP1A1 DBF4B DDR2 DDX3X DLGAP5 DTL EGFR EIF4G1 ESPL1 FBXO5 FGF10 HSPA2 HYAL1 KCNA5 KLHL18 KMT2E LSM10 LSM11 MAD2L1BP MBLAC1 MDM2 MECP2 MEPCE MIR208A MIR214 MIR221 MIR222 MIR29A MIR372 MIR495 MIR515-1 MIR519D MIR520A MIR520H MTA3 MTBP NEUROG1 NSMCE2 PBX1 PHB2 PHOX2B PLCB1 PLRG1 PRAP1 RAB11A RAD51B RAD51C RB1 RCC2 RDX RGCC RPTOR RRM1 RRM2 RRM2B SASS6 SIN3A SMARCD3 STIL STOX1 TERT TFDP1 TMOD3 UBE2C UBE2E2 VPS4B WNT10B GOBP_POSITIVE_REGULATION_OF_MITOTIC_CELL_CYCLE_SPINDLE_ASSEMBLY_CHECKPOINT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MITOTIC_CELL_CYCLE_SPINDLE_ASSEMBLY_CHECKPOINT AURKB BIRC5 CDCA8 DYNC1LI1 GEN1 INCENP MAD1L1 MAD2L1 NDC80 PCID2 TPR XRCC3 GOBP_POSITIVE_REGULATION_OF_MITOTIC_CYTOKINESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MITOTIC_CYTOKINESIS AURKB BIRC5 CDCA8 INCENP KIF20B NUP62 POLDIP2 WNK1 GOBP_POSITIVE_REGULATION_OF_MITOTIC_NUCLEAR_DIVISION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MITOTIC_NUCLEAR_DIVISION ANAPC11 ANAPC5 ANAPC7 AURKA BTC CD28 CDC16 CDC20 CDC23 CUL3 DLGAP5 DMRT1 DRD3 EDN1 EDN3 EGF EPGN EREG ESPL1 FGF8 HOXA13 IGF1 IGF2 IL1A IL1B INS INSR LRP5 MAD2L1BP NSMCE2 NUP62 NUSAP1 PDGFB PDGFRB PHIP PRAP1 RB1 RGCC SH2B1 SMPD3 SPHK1 TGFA TNF UBE2C GOBP_POSITIVE_REGULATION_OF_MITOTIC_SISTER_CHROMATID_SEGREGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MITOTIC_SISTER_CHROMATID_SEGREGATION AURKB CDK1 KAT5 MAD2L1BP NUMA1 PRAP1 GOBP_POSITIVE_REGULATION_OF_MITOTIC_SISTER_CHROMATID_SEPARATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MITOTIC_SISTER_CHROMATID_SEPARATION ANAPC11 ANAPC5 ANAPC7 AURKB BIRC5 CDC16 CDC20 CDC23 CDCA8 CUL3 DLGAP5 ESPL1 INCENP MAD2L1BP NSMCE2 PRAP1 RB1 UBE2C GOBP_POSITIVE_REGULATION_OF_MOLECULAR_FUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MOLECULAR_FUNCTION ABCB1 ABI1 ABL1 ABL2 ABR ABRA ACD ACE ACER2 ACR ACTN2 ACTN4 ACVR1C ADAM17 ADAM8 ADAM9 ADCY1 ADCY8 ADCYAP1 ADD1 ADD2 ADIPOQ ADORA2B ADORA3 ADRA1A ADRA2A ADRA2B ADRA2C ADRB1 ADRB2 ADRB3 AGAP1 AGAP11 AGAP2 AGAP3 AGAP4 AGAP5 AGAP6 AGAP7P AGAP9 AGER AGRN AGT AGTR1 AGTR2 AHSA1 AHSA2P AIFM1 AIM2 AKAP5 AKAP6 AKAP9 AKT1 AKTIP ALDOB ALG10B ALK ALS2 AMBRA1 AMFR ANG ANGPT1 ANK2 ANK3 ANKRD42 ANP32B ANTKMT ANXA2 ANXA3 APAF1 APC2 APH1A APH1B APOA1 APOA2 APOA4 APOA5 APOC2 APOE APOH APP AR ARAP1 ARC ARF4 ARHGAP11A ARHGAP11B ARHGAP22 ARHGAP24 ARHGAP25 ARHGAP27 ARHGAP29 ARHGAP42 ARHGAP45 ARHGAP6 ARHGEF10 ARHGEF15 ARHGEF16 ARHGEF19 ARHGEF2 ARHGEF26 ARHGEF5 ARHGEF7 ARID5B ARL1 ARL6IP5 ARRDC3 ARRDC4 ASAP3 ASPH ATF2 ATG14 ATP1B1 ATP1B2 ATP1B3 ATP2A1 ATP2A3 ATP2B4 ATP7A ATPSCKMT AURKB AVPR1A AVPR1B AVPR2 AXIN1 AXIN2 AXL AZIN2 AZU1 B2M B3GAT3 BAD BAK1 BAMBI BAX BBC3 BCAP31 BCAR3 BCAS3 BCL10 BCL2L10 BCL2L13 BCR BDNF BEX1 BID BLID BLK BMI1 BMP2 BMP4 BOK BORA BTK BTRC BUD31 C5AR1 C9orf72 CAB39 CACNA1C CACNA1D CACNA2D1 CACNB2 CACNB3 CACUL1 CALCA CALCR CALM1 CALM2 CALM3 CAMK1 CAMK1D CAMK2A CAMKK1 CAMKK2 CAP1 CAP2 CAPN3 CAPRIN2 CARD10 CARD11 CARD14 CARD16 CARD8 CARD9 CARTPT CASC2 CASP1 CASP10 CASP2 CASP8 CASP8AP2 CASP9 CASQ1 CASS4 CAV1 CAV2 CCDC125 CCDC88A CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL3 CCL3L1 CCL3L3 CCL4 CCL5 CCL7 CCL8 CCN1 CCND1 CCND2 CCND3 CCNY CCR2 CCR7 CCT2 CCT4 CD19 CD200 CD24 CD300A CD33 CD36 CD4 CD40 CD40LG CD74 CD86 CDC14B CDC20 CDH3 CDKL5 CDKN1A CDT1 CEBPG CEMIP CENPE CFLAR CFTR CHI3L1 CHP1 CHP2 CHRNA3 CHRNA7 CHTF18 CHTF8 CHTOP CHUK CIB1 CIDEB CLDN3 CLDN4 CLDN5 CLEC7A CLIC2 CLN5 CLOCK CLSPN CLU CNPY2 COA8 COL4A3 COPS5 COPS8 CORO1C COX17 CR1 CRACR2A CRADD CRHR1 CRNN CRTC1 CRTC2 CRTC3 CSF1 CSF1R CSF3 CTNNB1 CTSD CTSH CTSK CTSL CTSS CTSV CX3CL1 CX3CR1 CXCL13 CYCS CYFIP2 CYP27B1 DAB2IP DACT1 DAOA DAP DAPK1 DAXX DAZAP2 DBI DDIT3 DDR1 DDR2 DDRGK1 DDX11 DDX3X DERL1 DGKZ DHFR DHFRP1 DHX33 DHX9 DIABLO DIPK2A DIRAS1 DIRAS2 DKC1 DKK1 DLC1 DLG3 DLG4 DMD DNAJB1 DNAJB11 DNAJB2 DNAJC10 DNAJC24 DNAJC9 DOCK10 DOCK11 DOCK6 DOCK7 DOCK8 DOCK9 DOK7 DPH3 DRD1 DRD4 DRD5 DSCC1 DSTYK DTX3L DUSP12 DUSP19 DVL2 DVL3 DYNAP ECT2 EDA EDA2R EDF1 EDN1 EDN2 EDN3 EDNRA EEF1A2 EFNA1 EFNA3 EGF EGFR EGLN3 EGR1 EIF2AK2 EIF2AK3 EIF3C EIF3D EIF3E EIF4G1 ELANE EMP2 ENSG00000290147 EP300 EPB41 EPGN EPHA1 EPHA2 EPHA4 EPHA5 EPHA8 EPHB2 EPHB4 ERBB2 ERBB3 ERBB4 ERC1 EREG ERN1 ERP29 ESR1 ESR2 ETAA1 EVI5 EVI5L EZH2 F2 F2R F2RL1 F3 FADD FAM162A FANK1 FAS FASLG FBXW7 FCER2 FCGR1A FCRL3 FDX1 FDX2 FER FERMT2 FGF1 FGF10 FGF13 FGF18 FGF2 FGF21 FGF23 FGFR1 FGFR2 FGFR3 FGFR4 FGR FIS1 FKBP1A FLOT1 FLOT2 FLT1 FLT3 FLT4 FMR1 FNTA FOXA1 FOXC1 FOXJ1 FOXL2 FSHR FTMT FXN FXYD2 FYN FZD1 FZD10 FZD2 FZD4 FZR1 GABARAPL2 GAL GALR2 GARNL3 GAS6 GATA3 GBA3 GCH1 GCLM GDNF GH1 GHR GIPR GLP1R GLRX GMIP GMNN GNA12 GNA13 GNA15 GNAQ GNB5 GPER1 GPIHBP1 GPLD1 GPR55 GPR65 GPRC5B GPSM1 GRAMD4 GREM1 GRHL2 GRIN1 GRIN2A GRIN2B GRM5 GRN GRTP1 GSK3A GSK3B GSN GSTM2 GSTO1 GTF2B GTF2H2 GUCA1A H1-0 HAND2 HAP1 HCLS1 HDAC1 HDAC2 HDAC4 HDAC5 HDAC6 HES1 HFE HIF1A HIP1 HIP1R HIPK2 HLA-DRB1 HMBOX1 HMGA2 HMGB1 HMGB2 HNRNPA2B1 HNRNPD HNRNPK HNRNPU HRAS HSF1 HSP90AA1 HSP90AB1 HSPA1A HSPA1B HSPD1 HSPE1 HTR2A HTR2B HTRA2 HTT IDE IFI16 IFNG IFT57 IGF1 IGF1R IGF2 IKBKB IKBKE IKBKG IL10 IL12B IL18 IL18R1 IL18RAP IL1B IL1RAP IL23A IL23R IL34 IL4 IL6 IL6R INS INSR INSRR IQGAP1 IRAK1 IRAK2 IRAK3 IRGM IRS1 ISCU ITGA1 ITGA6 ITGAM ITGB1 ITGB1BP1 ITGB2 ITGB3 ITK JAK2 JMY JPH2 JTB JUP KCNIP2 KCTD7 KDM4D KDR KHDC1 KHDC1L KIF14 KIT KLF4 LAMTOR5 LAPTM5 LARP6 LARS1 LAT LCK LCP2 LEP LGALS9 LGMN LGR4 LGR5 LHCGR LILRA5 LIMS1 LMO4 LPAR1 LPAR2 LPAR5 LRP1 LRP6 LRP8 LRRC26 LRRC38 LRRC52 LRRC55 LRRK2 LTF LTK LYN MAGEA2 MAGEA2B MAGEC2 MAGI2 MALT1 MAP2K1 MAP2K2 MAP2K3 MAP2K5 MAP2K7 MAP3K10 MAP3K11 MAP3K12 MAP3K13 MAP3K4 MAP3K5 MAP3K7 MAP4K2 MAP4K4 MAPK1 MAPK12 MAPK14 MAPK15 MAPK3 MAPK8 MAPKAPK5 MAPRE2 MAPRE3 MAPT MARK2 MARK3 MAVS MBP MBTPS2 MED25 MEF2C MEFV MERTK MET MID1IP1 MID2 MIR1-1 MIR1246 MIR125B1 MIR143 MIR15A MIR16-1 MIR17 MIR182 MIR195 MIR19B1 MIR205 MIR21 MIR26B MIR27B MIR29B1 MIR92A1 MMD MMD2 MMP9 MMUT MRE11 MRNIP MSH2 MSH3 MSH6 MST1R MT3 MTCH1 MTCP1 MTDH MTMR9 MTOR MTPN MTSS2 MUL1 MUSK MYBPC3 MYC MYD88 MYL3 MYL4 MYOCD NAB2 NAF1 NBN NCBP1 NCF1 NCOA3 NCSTN NDEL1 NDUFA13 NDUFA4 NEDD9 NEK10 NEK2 NEK7 NET1 NEUROD1 NEUROD2 NEUROG1 NEUROG2 NF1 NFAM1 NGEF NGF NGFR NHEJ1 NHLH2 NIBAN2 NIPSNAP2 NKX3-1 NKX6-1 NLGN3 NLRC4 NLRP1 NLRP12 NLRP2 NLRP3 NMD3 NME1 NMUR1 NOD1 NOD2 NODAL NOS1 NOS1AP NOS2 NOS3 NOX4 NPM1 NPPA NPR3 NR1H2 NR1H3 NRG1 NRP1 NTF3 NTRK1 NTRK2 NTRK3 NTS NUS1 NVL ODAM OPRD1 ORAI1 OSBPL8 P2RY11 P2RY12 P2RY6 PABPN1 PAK1 PARK7 PARM1 PARN PARP9 PAX6 PCNA PDCD10 PDCD2 PDCD5 PDCD6 PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PDPK1 PDZK1 PERP PFN1 PFN2 PHACTR4 PHB1 PHB2 PIBF1 PICALM PIDD1 PIFO PIH1D1 PIK3CB PIK3CG PIK3R5 PIK3R6 PILRB PIN1 PINK1 PINX1 PIP5K1A PIRT PKD1 PKD2 PKIB PKP4 PLA2G1B PLA2G5 PLAA PLAAT4 PLAUR PLCB2 PLCG2 PLEK PLIN5 PLK1 PLPP3 PLSCR1 PLXNB1 PMAIP1 PNKP PNLIP POLG2 PON1 POR POT1 POU4F1 POU4F2 PPARG PPARGC1A PPARGC1B PPIA PPM1F PPP1R12A PPP1R14D PPP1R15A PPP1R15B PPP2CA PPP2CB PPRC1 PRDX3 PRELID1 PREX1 PREX2 PRIM2 PRKAG1 PRKAG2 PRKCB PRKCD PRKCH PRKCI PRKCQ PRKCZ PRKD1 PRKD2 PRKN PRLR PRNP PROX1 PRR7 PRRC1 PRSS22 PRTN3 PSAP PSEN1 PSEN2 PSENEN PSMA6 PSMD10 PSME1 PSME2 PSME3 PSRC1 PTEN PTGES3 PTH PTK2 PTK2B PTPA PTPN1 PTPRC PYCARD PYHIN1 RAB11FIP2 RAB3GAP1 RAB7B RACK1 RAD50 RAF1 RALB RALBP1 RALGAPA1 RALGAPA2 RALGAPB RALGDS RALGPS1 RALGPS2 RAN RANGAP1 RAP1A RAP1GAP RAP1GAP2 RAP1GDS1 RAPGEF1 RAPGEF2 RAPGEF3 RAPGEF4 RAPGEF5 RAPGEF6 RAPGEFL1 RARA RASGEF1A RASGEF1B RASGEF1C RASGRF1 RASGRF2 RASGRP1 RASGRP2 RASGRP3 RASGRP4 RASSF2 RB1 RBCK1 RCN3 RELA RELN REST RET RFC2 RFC3 RFC4 RFC5 RFK RFPL1 RFPL2 RFPL3 RFPL4A RFPL4AL1 RGCC RGL1 RGL3 RGL4 RGN RGP1 RGS1 RGS10 RGS11 RGS16 RGS6 RGS7 RGS8 RGS9 RHEBL1 RHOA RHOC RHOG RIC1 RIGI RIPK1 RIPK2 RIPK3 RIPK4 RIPOR2 RNF207 RNF220 RNF25 RNF31 ROBO1 ROCK1 ROCK2 ROR1 ROR2 ROS1 RPL11 RPS2 RPS27L RPS3 RPS6KA4 RPS6KA5 RPTOR RSU1 RTKN2 RTN4R RXFP1 RXFP2 RXRA RYK RYR2 S100A1 S100A10 S100A12 S100A8 S100A9 S1PR4 SASH1 SCARB1 SCN1B SCRIB SELE SEMA4D SEMG1 SEMG2 SENP1 SERINC1 SERINC5 SERPINB3 SETMAR SFRP1 SGK1 SGK2 SGSM1 SGSM2 SGSM3 SH3BP1 SHANK3 SHH SIPA1 SIPA1L1 SIPA1L2 SIPA1L3 SIRT1 SIRT2 SIRT3 SKI SKP1 SLC11A1 SLC22A2 SLC27A4 SLC5A3 SLC8A2 SLC9A1 SLCO3A1 SMAD3 SMARCA4 SMARCB1 SMCR8 SMO SNCA SNX13 SNX18 SNX9 SOD1 SORL1 SOS1 SOS2 SOX7 SPDYA SPHK1 SPPL3 SRC SRCIN1 SRF SRGAP2 SSBP1 ST18 ST20 STAC STAC2 STAC3 STAT3 STIM1 STIM2 STIMATE STING1 STK11 STK3 STK36 STK39 STK4 STMN1 STOX1 STRADA STRADB STX4 SUMO4 SYAP1 SYDE1 SYDE2 SYK SYNGR3 SYT14P1 TAB1 TAB2 TAF1 TANK TAOK2 TAOK3 TAX1BP3 TBC1D1 TBC1D10A TBC1D10B TBC1D10C TBC1D12 TBC1D13 TBC1D14 TBC1D15 TBC1D16 TBC1D17 TBC1D2 TBC1D20 TBC1D21 TBC1D22A TBC1D22B TBC1D25 TBC1D26 TBC1D2B TBC1D3 TBC1D30 TBC1D3B TBC1D3C TBC1D3D TBC1D3E TBC1D3F TBC1D3G TBC1D3H TBC1D3I TBC1D3K TBC1D3L TBC1D4 TBC1D5 TBC1D7 TBC1D8 TBC1D8B TBC1D9 TBC1D9B TBCK TCAF1 TCF3 TCF7L2 TCIM TCL1A TCL1B TCP1 TDGF1 TEK TELO2 TENM1 TERF2 TERF2IP TERT TESC TFDP1 TFRC TGFB1 TGFB2 TGFBR2 TGM2 THBS1 THY1 TIAM1 TIAM2 TICAM1 TICAM2 TIE1 TIGAR TIRAP TLR2 TLR3 TLR4 TLR6 TLR9 TMIGD3 TMSB4X TNF TNFRSF10A TNFRSF10B TNFRSF11A TNFSF10 TNFSF11 TNFSF15 TNFSF18 TNKS TNNT2 TNNT3 TOM1L1 TOPORS TOR1AIP1 TOR1AIP2 TP53BP1 TPD52L1 TPM1 TPX2 TRADD TRAF1 TRAF2 TRAF4 TRAF5 TRAF6 TRDN TREM2 TRIB3 TRIM13 TRIM14 TRIM15 TRIM21 TRIM22 TRIM25 TRIM26 TRIM27 TRIM31 TRIM32 TRIM34 TRIM37 TRIM38 TRIM5 TRIM52 TRIM58 TRIM6 TRIM62 TRIM68 TRIM8 TRPC6 TSC1 TSHR TSSK4 TTBK1 TWIST1 TXK TXN TYRO3 UACA UBE2C UBE2I UBE2L3 UBE2N UBE2S UBE2V1 UHRF1 UNC119 USP17L2 USP33 USP50 USP6NL USP9X VCP VDR VEGFA VMP1 VSIR VTN WDR41 WNK2 WNK3 WNT1 WNT11 WNT2 WNT3A WNT5A WRAP53 WRN XCL1 XCL2 XDH XRCC1 XRCC4 XRCC5 XRCC6 YWHAB ZBTB7A ZC3H15 ZC4H2 ZFP91 ZIC2 ZNF16 ZNF618 ZNF622 GOBP_POSITIVE_REGULATION_OF_MONOATOMIC_ION_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MONOATOMIC_ION_TRANSMEMBRANE_TRANSPORT ABCB1 ABL1 ACTN2 ACTN4 ADCYAP1R1 ADRB2 AKAP5 AKAP6 AKAP9 ALG10B AMIGO1 ANK2 ANK3 ANO6 ANTKMT APLNR ARC ATP1B1 ATP1B2 ATP1B3 ATP2A1 ATPSCKMT BAK1 BAX BDKRB1 CACNA2D1 CACNB2 CACNB3 CALCR CALM1 CALM2 CALM3 CAPN3 CASQ1 CAV1 CCL2 CCR2 CD19 CEMIP CFTR CHP1 CHP2 COA8 COX17 CRACR2A CTSS CX3CL1 CXCL10 CXCL11 CXCL9 DMD DRD1 DRD4 EDN1 EDN3 EDNRA EPHB2 F2 F2R F2RL3 FGF13 FLNA FXYD1 FXYD2 G6PD GAL GALR2 GJC2 GLRX GPER1 GRIN1 GRM6 GSTM2 GSTO1 HAP1 HTT IFNG IL13 JPH2 KCNC1 KCNC2 KCNE1 KCNE5 KCNH2 KCNIP2 KCNJ2 KCNMB1 KCNN4 KCNQ1 LACRT LHCGR LRRC26 LRRC38 LRRC52 LRRC55 MIR1-1 MIR21 MIR210 MS4A1 NDUFA4 NHERF1 NIPSNAP2 NLGN3 NOS1 NOS1AP NPPA NPSR1 NTSR1 OPRK1 P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX7 P2RY6 PDPK1 PDZK1 PIRT PKD2 PLA2G1B PLCG1 PLP1 PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 RAMP3 RELN RGS7 RNF207 RYR2 SCN1B SHANK3 SLC9A1 SNCA SRI STAC STAC2 STAC3 STIM1 STIM2 STIMATE STK39 TCAF1 TESC THY1 TMSB4X TRDN TREM2 TRPC1 TRPC3 TRPC6 VMP1 WNK2 WNK3 XCL1 GOBP_POSITIVE_REGULATION_OF_MONOATOMIC_ION_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MONOATOMIC_ION_TRANSPORT ABCB1 ABCC8 ABL1 ACTN2 ACTN4 ADCYAP1R1 ADORA1 ADRA2A ADRB2 AHCYL1 AKAP5 AKAP6 AKAP9 AKT1 ALG10B AMIGO1 ANK2 ANK3 ANO6 ANTKMT APLNR ARC ATP1B1 ATP1B2 ATP1B3 ATP2A1 ATP2B1 ATP2C2 ATPSCKMT BAK1 BAX BDKRB1 CACNA1D CACNA2D1 CACNB2 CACNB3 CALCR CALM1 CALM2 CALM3 CAMK2A CAPN3 CASK CASQ1 CASR CAV1 CCL2 CCL3 CCL4 CCL5 CCR1 CCR2 CD19 CEMIP CFTR CHP1 CHP2 CHRM1 CNKSR3 CNTN1 COA8 COX17 CRACR2A CTSS CX3CL1 CXCL10 CXCL11 CXCL12 CXCL9 DLG1 DMD DRD1 DRD4 EDN1 EDN3 EDNRA EPHB2 F2 F2R F2RL3 FFAR1 FGF12 FGF13 FHL1 FLNA FXYD1 FXYD2 G6PD GAL GALR2 GCG GJC2 GLRX GPD1L GPER1 GRIN1 GRM6 GSTM2 GSTO1 HAP1 HCRT HOMER1 HTT IFNG IL13 JPH2 KCNC1 KCNC2 KCNE1 KCNE5 KCNH2 KCNIP2 KCNJ2 KCNMB1 KCNN4 KCNQ1 KIF5B LACRT LEP LGALS3 LHCGR LILRA2 LILRA5 LRRC26 LRRC38 LRRC52 LRRC55 MCHR1 MIR1-1 MIR21 MIR210 MLLT6 MS4A1 MYLK NDUFA4 NHERF1 NIPSNAP2 NKX2-5 NLGN3 NOS1 NOS1AP NPPA NPSR1 NTSR1 OPRK1 ORAI1 P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX7 P2RY1 P2RY12 P2RY6 PDGFB PDGFRB PDPK1 PDZK1 PIRT PKD2 PKP2 PLA2G1B PLCG1 PLP1 PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PRSS8 RAMP3 RELN RGS7 RNF207 RYR2 SCN1B SCN3B SCN4B SCN5A SHANK3 SLC6A4 SLC9A1 SNCA SPHK2 SRI STAC STAC2 STAC3 STC1 STIM1 STIM2 STIMATE STK39 STRIT1 TACR2 TCAF1 TESC THY1 TMSB4X TRDN TREM2 TRPC1 TRPC3 TRPC6 TRPV2 TRPV3 TSPO UCN VMP1 WFS1 WNK2 WNK3 XCL1 GOBP_POSITIVE_REGULATION_OF_MONOCYTE_CHEMOTACTIC_PROTEIN_1_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MONOCYTE_CHEMOTACTIC_PROTEIN_1_PRODUCTION ADIPOQ AGER CD84 CLEC7A IL1B LGALS9 MCOLN2 MIR92A1 NOD2 OAS1 OAS3 SELENOK SYK TRPV4 TWIST1 GOBP_POSITIVE_REGULATION_OF_MONOCYTE_CHEMOTAXIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MONOCYTE_CHEMOTAXIS AIF1 ANO6 CCL1 CCL5 CCR1 CCR2 CREB3 CX3CR1 CXCL10 CXCL12 CXCL17 DEFB124 FPR2 HMGB1 LGMN MOSPD2 PLA2G7 S100A14 S100A7 SERPINE1 TNFSF18 GOBP_POSITIVE_REGULATION_OF_MONOCYTE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MONOCYTE_DIFFERENTIATION ACIN1 CD4 CD74 CSF1 CTNNBIP1 DCSTAMP FES HLA-DRB1 IL34 ZFP36L1 GOBP_POSITIVE_REGULATION_OF_MONOCYTE_EXTRAVASATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MONOCYTE_EXTRAVASATION AGER CCR2 CD47 JAM3 PDGFD GOBP_POSITIVE_REGULATION_OF_MONONUCLEAR_CELL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MONONUCLEAR_CELL_MIGRATION ABL1 ABL2 ADAM10 ADAM17 ADAM8 AGER AIF1 ANO6 APP ASCL2 C1QBP CALR CCL1 CCL20 CCL21 CCL3 CCL4 CCL5 CCL7 CCR1 CCR2 CCR6 CCR7 CD47 CD99L2 CORO1A CREB3 CX3CR1 CXCL10 CXCL12 CXCL13 CXCL17 DEFB124 DOCK8 FADD FPR2 GAS6 HMGB1 IL12A IL4 ITGA4 ITGB3 JAM2 JAM3 LGALS3 LGALS9 LGMN MADCAM1 MOSPD2 NEDD9 OXSR1 PDGFD PLA2G7 PTK2B PYCARD RHOA S100A14 S100A7 SELENOK SERPINE1 SLAMF1 SPI1 SPN STK39 TMEM102 TNF TNFRSF14 TNFSF14 TNFSF18 WNK1 WNT5A XCL1 XCL2 GOBP_POSITIVE_REGULATION_OF_MONOOXYGENASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MONOOXYGENASE_ACTIVITY AGTR2 AKT1 APOE ATP7A CDH3 CYP27B1 DHFR DHFRP1 FCER2 FGF23 GCH1 GDNF HIF1A HTR2B IFNG IL1B INS NOS1AP NPR3 NUS1 PARK7 PIK3CB POR S100A1 SCARB1 TERF2 TERT TNF VDR GOBP_POSITIVE_REGULATION_OF_MORPHOGENESIS_OF_AN_EPITHELIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MORPHOGENESIS_OF_AN_EPITHELIUM ABL1 AGT AGTR2 AR BMP4 CTNNB1 EGF FGF2 GATA3 GDNF GJA1 GREM1 HOXB7 ITGAX LBX2 LGR4 LHX1 LIF MAGED1 MDK MMRN2 NOG PAX2 PAX8 PIK3CD SIRT6 SIX1 SIX4 SMO SOX8 SOX9 STOX1 VEGFA WNT2B WNT4 WNT5B GOBP_POSITIVE_REGULATION_OF_MRNA_3_END_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MRNA_3_END_PROCESSING CDC73 DHX36 LEO1 NCBP1 NCBP2 PAF1 GOBP_POSITIVE_REGULATION_OF_MRNA_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MRNA_METABOLIC_PROCESS AGO1 AGO2 AGO3 AGO4 BTG2 CAPRIN1 CDC73 CELF1 CELF3 CELF4 CIRBP CLNS1A CNOT1 CNOT10 CNOT11 CNOT2 CNOT3 CNOT4 CNOT6 CNOT6L CNOT7 CNOT8 CNOT9 CPEB3 CSDE1 DAZAP1 DCP1A DCP1B DCP2 DCPS DHX36 DHX9 DIS3 DIS3L2 DND1 EIF4ENIF1 EXOSC2 EXOSC3 EXOSC5 EXOSC7 EXOSC8 EXOSC9 FTO FXR1 FXR2 GIGYF2 GTPBP1 HMX2 HNRNPD HNRNPR HNRNPU HSPA8 IGF2BP1 KHSRP LEO1 LSM1 METTL14 METTL16 METTL3 MEX3D MIR1-1 MIR100 MIR103B1 MIR106A MIR125A MIR125B1 MIR128-1 MIR130A MIR133A1 MIR135B MIR137 MIR140 MIR145 MIR146A MIR149 MIR151A MIR181A2 MIR185 MIR18A MIR190B MIR191 MIR192 MIR195 MIR206 MIR20A MIR210 MIR212 MIR214 MIR223 MIR23A MIR24-1 MIR26B MIR27A MIR302A MIR302C MIR30B MIR326 MIR342 MIR373 MIR423 MIR4286 MIR485 MIR486-1 MIR491 MIR497 MIR517A MIR517C MIR520C MIR543 MIR562 MIR564 MIR608 MIR625 MIR655 MIR663A MIR665 MIR885 MIR9-1 MIR93 MIR96 MIR98 MIRLET7A1 MIRLET7B MIRLET7E MLH1 MOV10 NANOS1 NANOS2 NANOS3 NCBP1 NCBP2 NCL NOCT NT5C3B NUP98 PABPC1 PABPN1L PAF1 PAIP1 PAN2 PAN3 PARN PATL1 PATL2 PDE12 PLEKHN1 PNLDC1 PNPT1 POLR2G PRDX6 PRMT5 PRPF19 PRR5L PUM1 PUM2 RBM24 RBM3 RBMX RBMXL1 RBMY1A1 RBMY1B RBMY1D RBMY1E RBMY1F RBMY1J RC3H1 RC3H2 RIDA ROCK1 ROCK2 SAMD4A SAMD4B SF3B4 SLC39A5 SNRNP70 SNW1 STH SYNCRIP TARDBP TENT4A TENT4B THRAP3 TNKS1BP1 TNRC6A TNRC6B TNRC6C TOB1 TRA2A TRA2B TRIM71 TTC5 TUT4 TUT7 UPF1 WDR77 YBX1 YTHDF1 YTHDF2 YTHDF3 ZC3H12A ZC3H12D ZC3HAV1 ZFP36 ZFP36L1 ZFP36L2 GOBP_POSITIVE_REGULATION_OF_MRNA_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MRNA_PROCESSING CDC73 CELF3 CELF4 CIRBP CLNS1A DAZAP1 DHX36 HMX2 HSPA8 LEO1 NCBP1 NCBP2 NCL NUP98 PAF1 PRDX6 PRMT5 PRPF19 RBM3 RBMX RBMXL1 RBMY1A1 RBMY1B RBMY1D RBMY1E RBMY1F RBMY1J SF3B4 SLC39A5 SNRNP70 SNW1 STH THRAP3 TRA2A TRA2B WDR77 GOBP_POSITIVE_REGULATION_OF_MUCUS_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MUCUS_SECRETION ALOX12B ATG5 CYBA P2RY2 PRKCE GOBP_POSITIVE_REGULATION_OF_MULTICELLULAR_ORGANISMAL_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MULTICELLULAR_ORGANISMAL_PROCESS ABAT ABCA1 ABCA7 ABCC8 ABL1 ABL2 ACACB ACADL ACAN ACE ACE2 ACHE ACIN1 ACSL1 ACTA2 ACTB ACTL6A ACTL6B ACTN3 ACVR1 ACVR1B ACVR2A ACVR2B ACVRL1 ADA ADAM12 ADAM17 ADAM8 ADCY10 ADCYAP1 ADD3 ADGRB1 ADGRB3 ADGRV1 ADIPOQ ADIPOR1 ADIPOR2 ADM ADM2 ADM5 ADNP ADORA2A ADORA2B ADRA1A ADRA1B ADRA1D ADRA2A ADRA2B ADRB1 ADRB2 ADRB3 AFAP1L2 AGER AGGF1 AGO2 AGPAT1 AGPAT2 AGRN AGRP AGT AGTR2 AIF1 AIM2 AIRE AKAP12 AKAP6 AKIRIN2 AKT1 AKT3 ALMS1 ALOX12B ALOX15B ALOX5 ALPL ALX1 AMBRA1 AMIGO1 AMIGO2 AMIGO3 AMOT ANAPC2 ANGPT2 ANGPT4 ANGPTL3 ANGPTL4 ANKRD27 ANO6 ANXA1 ANXA2 ANXA3 AP1G1 AP3B1 AP3D1 APC APELA APLN APLNR APOA2 APOA5 APOC2 APOE APOH APP APPL1 APPL2 AQP1 AR ARFGEF2 ARHGEF2 ARID1A ARID1B ARID2 ARID4A ARID4B ARID5A ARMCX5-GPRASP2 ARNT ARRB2 ARRDC4 ARX ASCL1 ASIC2 ASPA ASPM ATAD5 ATF2 ATF4 ATG5 ATP1A1 ATP1A2 ATP2A1 ATP2A2 ATP2B1 ATP6AP2 ATP8A2 ATPSCKMT ATRAID AVP AVPR1A AVPR1B AVPR2 AXIN2 AXL AZU1 B2M B4GALT5 BAD BAIAP2 BAMBI BASP1 BATF BBS2 BBS4 BCAN BCL10 BCL2 BCL3 BCL6 BCL7A BCL7B BCL7C BCL9L BDNF BECN1 BICRA BICRAL BIN1 BLOC1S3 BLOC1S6 BMI1 BMP1 BMP10 BMP2 BMP4 BMP6 BMP7 BMPER BMPR1A BMPR1B BMPR2 BRAF BRCA1 BRD7 BRD9 BRMS1 BRMS1L BSCL2 BST1 BTG1 BTK BTN2A2 BTN3A1 BTN3A2 C1QBP C1QTNF1 C1QTNF3 C1QTNF4 C3 C3AR1 C5 C5AR1 CACNA1S CACNB1 CACNG1 CADM1 CAMK2B CAMK2D CAMK4 CAMP CAPN3 CAPRIN1 CAPRIN2 CARD11 CARD8 CARD9 CARTPT CASP1 CASP8 CASR CAV1 CBFB CBLB CBLN1 CBLN2 CCBE1 CCDC88B CCL1 CCL19 CCL2 CCL21 CCL24 CCL3 CCL5 CCN1 CCND1 CCR1 CCR2 CCR3 CCR7 CD101 CD14 CD160 CD177 CD1D CD2 CD200 CD209 CD226 CD24 CD244 CD27 CD274 CD276 CD28 CD320 CD34 CD36 CD38 CD3E CD4 CD40 CD40LG CD46 CD47 CD5 CD55 CD58 CD6 CD70 CD74 CD80 CD81 CD83 CD84 CD86 CDH4 CDH5 CDK1 CDKL3 CDKL5 CDKN1A CDON CEACAM20 CEBPA CEBPB CEBPG CELA1 CFAP20 CFL1 CGAS CHD7 CHGA CHI3L1 CHIA CHODL CHRM3 CHRNA7 CHRNB2 CHRNB4 CHUK CIB1 CITED2 CLCF1 CLCN2 CLEC4D CLEC4E CLEC5A CLEC6A CLEC7A CLEC9A CLECL1P CLNK CLSTN1 CLSTN2 CLSTN3 CLU CMA1 CMKLR1 CNOT3 CNR1 COL1A1 CORO1A CPB2 CPT2 CR1 CRABP2 CRB2 CREB1 CRH CRLF2 CRTAM CSF1 CSF1R CSF2 CSK CST7 CTNNB1 CTNNBIP1 CTSC CTSH CTTN CUL7 CUX1 CUX2 CX3CL1 CX3CR1 CXCL12 CXCL17 CXCL8 CXCR2 CXCR4 CYBA CYBB CYFIP1 CYP19A1 CYP1B1 CYP27B1 CYP8B1 CYRIB CYSLTR1 DAB2 DAG1 DBH DBN1 DCSTAMP DCT DDAH1 DDIT3 DDR2 DDT DDX1 DDX21 DDX3X DECR1 DEF8 DEFA5 DEFB124 DENND1B DHPS DHX33 DHX36 DHX37 DHX58 DHX9 DICER1 DIO2 DIO3 DISC1 DKK1 DLG5 DLL1 DMRT1 DMRTA2 DMTN DNAJA3 DOCK8 DPF2 DPP4 DRD2 DSCAM DUSP10 DYNC1H1 EBF2 EBI3 ECM1 EDN1 EDN2 EDN3 EDNRB EEF2K EFNA5 EFNB1 EFNB2 EFNB3 EGF EGR1 EGR2 EGR3 EHMT1 EIF2AK2 EIF2AK3 EIF4G2 ELANE ELL3 ELOVL3 ELOVL6 EMC10 EMILIN1 EMILIN2 EMP2 ENG ENO1 ENPP4 ENPP7 EPAS1 EPHA1 EPHA4 EPHB1 EPHB2 EPHB3 EPO EPX ERAP1 ERBB3 ERBB4 EREG ESRRB ESRRG ETS1 ETV4 ETV5 EVI2B EXOSC3 EXOSC6 EZH2 EZR F12 F2 F2R F2RL1 F3 F7 FAAH FABP4 FABP5 FADD FAIM FAM20C FBN2 FBXW8 FCER1G FCGR3A FCHO1 FCN1 FCRL3 FERMT1 FERMT2 FES FFAR2 FFAR3 FFAR4 FGA FGB FGF1 FGF10 FGF18 FGF2 FGF21 FGF8 FGF9 FGFR2 FGG FGR FH FLNA FLOT1 FLOT2 FLRT2 FLRT3 FLT1 FLT4 FN1 FOS FOXA2 FOXC1 FOXC2 FOXD1 FOXG1 FOXJ1 FOXL2 FOXN1 FOXO3 FOXP1 FOXP3 FOXS1 FRMD8 FRS2 FSHB FST FUT1 FYN FZD3 FZD4 FZD5 FZD9 G0S2 G3BP1 GAB1 GAB2 GADD45G GAL GALR1 GAPDH GARIN5A GAS6 GATA1 GATA2 GATA3 GATA4 GATA5 GATA6 GATM GBA1 GBP5 GCH1 GCNT2 GDF2 GDF5 GDF6 GDI1 GDNF GFAP GH1 GHR GHRH GHRHR GHRL GHSR GJA1 GJA5 GJC2 GLI1 GLI2 GLI3 GLIPR2 GLMN GNAS GOLGA4 GP1BA GP1BB GP5 GP9 GPAM GPER1 GPIHBP1 GPLD1 GPM6B GPR183 GPR21 GPR3 GPR68 GPRASP3 GPRC5B GPSM3 GRB10 GREM1 GRID2 GRM5 GRN GRP GRPR GSDMD GSK3A GSTO1 GSX2 H19 HADH HAMP HAND2 HAP1 HAPLN1 HAPLN2 HAPLN3 HAPLN4 HAVCR1 HAVCR2 HAX1 HCAR2 HCLS1 HCRT HDAC1 HDAC2 HDAC3 HDAC6 HEG1 HES1 HEY2 HGF HHLA2 HIF1A HILPDA HIPK1 HIPK2 HK1 HK2 HLA-A HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G HLX HMCES HMGA2 HMGB1 HMGB2 HMHB1 HMOX1 HOXA11 HOXB7 HOXC11 HPSE HRAS HRC HRG HRH1 HRH2 HSF1 HSP90AA1 HSPA1A HSPA1B HSPB1 HSPB6 HSPD1 HSPH1 HTR2A HTR2B HYAL1 HYAL2 ICOS ICOSLG ID2 ID4 IDO1 IFI16 IFIH1 IFNG IFNGR1 IFNL1 IGF1 IGF1R IGF2 IGFBP2 IGHD IHH IKBKE IL10 IL12A IL12B IL12RB1 IL12RB2 IL13 IL15 IL15RA IL16 IL17A IL17B IL17D IL17F IL17RA IL17RC IL18 IL18R1 IL1A IL1B IL1R1 IL1RAP IL1RAPL1 IL1RL1 IL1RL2 IL2 IL20 IL20RB IL21 IL23A IL23R IL26 IL27 IL27RA IL2RA IL2RG IL33 IL34 IL36A IL36B IL4 IL4I1 IL4R IL5 IL6 IL6R IL6ST IL7 IL7R IL9 INAVA ING1 ING2 INHA INHBA INHBB INPP5D INPP5K INS INSL5 IQGAP3 IRAK1 IRAK3 IRF1 IRF3 IRF4 IRF5 IRF7 IRF8 IRGM IRS2 ISG15 ISL1 ISLR2 IST1 ITCH ITGA2 ITGA5 ITGAM ITGAX ITGB1 ITGB2 ITGB3 ITGB8 ITK ITPKA ITPKB JAG1 JAK1 JAK2 JCAD JMJD8 JUP KARS1 KAT2A KAT5 KCNQ1 KCNQ1OT1 KDM1A KDM2B KDM3A KDM5B KDM6B KDR KHDC3L KIR2DL4 KISS1 KIT KITLG KL KLF10 KLF4 KLHL25 KLRC2 KLRC4-KLRK1 KLRF2 KLRK1 KMT5B KMT5C KPNA6 KRAS KRT17 KSR2 L1CAM LACC1 LAMP1 LAMTOR5 LAPTM5 LBH LBP LCK LCN2 LDLRAP1 LEF1 LEP LEPR LETMD1 LGALS1 LGALS3 LGALS9 LGR4 LHX1 LIF LIG4 LILRA2 LILRA5 LILRB1 LILRB2 LILRB4 LIMK1 LINGO2 LINGO4 LIPG LNCPRESS1 LOXL2 LPAR3 LPCAT3 LPIN1 LPL LRG1 LRP1 LRP2 LRP8 LRPAP1 LRRC24 LRRC4B LRRK2 LRRN1 LRRN3 LRRTM1 LRRTM2 LRRTM3 LRTM2 LTA LTB LTBP3 LTF LUM LURAP1 LY9 LY96 LYN MACF1 MACROH2A1 MACROH2A2 MAD2L2 MAG MAGED1 MALT1 MAN2A1 MAP1B MAP2K1 MAP2K2 MAP3K13 MAP3K7 MAP3K8 MAP6 MAPK11 MAPK13 MAPK14 MAPK9 MAPKAPK2 MAPT MAVS MBP MC1R MC4R MCOLN2 MDK MECP2 MED1 MEF2A MEF2C MEFV MEGF8 MESP1 METRN MFAP2 MFN2 MIF MIR1-1 MIR1224 MIR125A MIR125B1 MIR126 MIR128-1 MIR130A MIR132 MIR133A1 MIR142 MIR143 MIR144 MIR145 MIR149 MIR15B MIR16-1 MIR17 MIR17HG MIR181B1 MIR182 MIR1908 MIR195 MIR199A1 MIR199B MIR19A MIR19B1 MIR204 MIR206 MIR208A MIR20A MIR21 MIR210 MIR214 MIR221 MIR222 MIR27B MIR29A MIR302A MIR30A MIR30B MIR31 MIR324 MIR33A MIR33B MIR342 MIR34A MIR34B MIR34C MIR378A MIR379 MIR451A MIR486-1 MIR499A MIR509-1 MIR519D MIR548C MIR590 MIR657 MIR675 MIR92A1 MIR99B MIRLET7B MIRLET7G MKKS MLH1 MME MMP12 MMP14 MMP8 MMRN2 MPL MRTFB MSH2 MSX1 MSX2 MTDH MTNR1B MTOR MTPN MUSTN1 MYB MYC MYD88 MYDGF MYMK MYOCD MYOG MYRF NAIP NAP1L1 NCAN NCK1 NCK2 NCKAP1L NCMAP NCOA1 NCOA2 NCOA3 NECTIN2 NEDD9 NEFL NELL1 NEURL1 NFAM1 NFATC2 NFATC4 NFE2L2 NFKBID NFKBIZ NGF NGFR NIBAN2 NIN NINJ1 NIPBL NKAP NKX2-2 NKX2-5 NKX3-1 NKX6-1 NKX6-2 NLGN1 NLGN2 NLGN3 NLRC4 NLRP1 NLRP10 NLRP12 NLRP2 NLRP3 NLRP5 NLRP9 NMB NMBR NME2 NMU NOD1 NOD2 NODAL NOG NOS2 NOS3 NOTCH1 NOTCH2 NOX1 NOX5 NPAS2 NPNT NPPA NPPB NPR1 NPS NPTN NR1H2 NR1H4 NR2C2 NR2E1 NR4A3 NR5A1 NRDC NRP1 NRXN1 NSD2 NTN1 NTRK1 NTRK2 NTSR1 NUMA1 NUMB NUMBL OAS1 OAS2 OAS3 OBSL1 OCSTAMP OGT OLFM1 OLIG2 OMA1 OPRK1 OPRM1 ORM1 ORM2 OSM OSR1 OSR2 OTP OTX2 OVOL2 OXT OXTR P2RX7 P2RY1 P2RY2 PAEP PAFAH1B1 PAK4 PANX1 PANX2 PANX3 PARD3 PARK7 PARP1 PARP2 PARP6 PAX2 PAX6 PAX8 PAXIP1 PBRM1 PCID2 PCK1 PDCD1LG2 PDCD6 PDCL3 PDE4B PDE4D PDE5A PDE9A PDGFB PDGFC PDPK1 PDPN PELI1 PEMT PENK PER2 PEX5 PF4 PGF PHB1 PHF10 PHOX2B PIBF1 PIK3CA PIK3CD PIK3CG PIK3R1 PIK3R6 PIM1 PKDCC PKM PLA2G1B PLA2G3 PLA2G4A PLA2R1 PLAAT4 PLAC8 PLAG1 PLAT PLAU PLCB1 PLCG1 PLCG2 PLEK PLEKHM1 PLG PLPP6 PLS1 PLXNA1 PLXNA2 PLXNA3 PLXNA4 PLXNB1 PLXNB2 PLXNB3 PLXNC1 PLXND1 PMS2 PNP POLR3A POLR3B POLR3C POLR3D POLR3F POLR3G POSTN POU2AF1 POU2F2 POU3F2 POU4F1 POU4F2 PPARG PPARGC1A PPARGC1B PPIB PPP1CC PPP2R3C PPP3CA PQBP1 PRAP1 PRDM14 PRDM16 PRDX2 PRG2 PRG3 PRKAA1 PRKAB1 PRKAB2 PRKAR1B PRKCA PRKCB PRKCE PRKCH PRKCI PRKCQ PRKCZ PRKD1 PRKD2 PRKDC PRKG2 PRL PRLR PRMT5 PROK2 PROX1 PSEN1 PTAFR PTGER3 PTGER4 PTGIS PTGS2 PTH PTH2R PTK2 PTK2B PTN PTPN11 PTPN22 PTPN6 PTPRC PTPRD PTPRJ PTPRZ1 PYCARD PYDC1 RAB1A RAB21 RAB2B RAB7B RAB8B RACK1 RAD21 RAET1G RAG1 RAG2 RAMP2 RAPGEF3 RARA RASAL3 RASGRP1 RASSF10 RB1 RBBP4 RBBP7 RBM19 RBM47 RBPJ RELA RELN REST RET RETN RFTN1 RFX3 RGCC RGS14 RGS2 RGS4 RHEB RHOA RHOB RHOH RIF1 RIGI RIMS1 RIMS2 RIOK3 RIPK1 RIPK2 RLN2 RND2 RNF10 RNF112 RNF135 ROBO1 ROBO2 ROCK1 ROCK2 ROR2 RORA RPS19 RPS3 RPS6KA1 RPTOR RRAS RREB1 RSAD2 RTN4 RUFY3 RUNX1 RUNX2 RUNX3 RXFP4 RXRA RXRB RYR2 S100A1 S100A13 SAA1 SAP130 SAP30 SAP30L SART1 SASH1 SASH3 SCAMP5 SCD SCIMP SCN3B SCRIB SCT SCX SDCBP SELENOK SELP SEMA4A SEMA4D SEMA5A SEMA7A SERP1 SERPINB3 SERPINB7 SERPINE1 SERPINE2 SERPINF1 SERPINF2 SETD2 SETD4 SFRP2 SFXN5 SGIP1 SH3KBP1 SHANK3 SHB SHH SHLD1 SHLD2 SHLD3 SHOX2 SHTN1 SIGLEC16 SIN3A SINHCAF SIRPA SIRPB1 SIRPG SIRT1 SIRT6 SIX1 SIX4 SKIL SLAMF1 SLAMF6 SLC11A1 SLC1A1 SLC20A2 SLC22A5 SLC27A1 SLC39A10 SLC39A12 SLC6A3 SLC7A1 SLC7A5 SLC8A1 SLC9A1 SLC9B2 SLIT2 SLITRK1 SLITRK2 SLITRK3 SLITRK4 SLITRK5 SLITRK6 SLN SMAD1 SMAD2 SMAD3 SMAD4 SMAD7 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMO SMOC2 SMTNL1 SMURF1 SMURF2 SNAI1 SNW1 SNX4 SOCS1 SOCS5 SOD1 SORL1 SOX10 SOX11 SOX12 SOX13 SOX15 SOX4 SOX5 SOX6 SOX8 SOX9 SP1 SPACA3 SPEN SPHK1 SPHK2 SPI1 SPINK1 SPINT1 SPN SPON2 SPP1 SPRY1 SPTA1 SPTBN1 SPTBN4 SPX SRC SRF SRPX2 SRRT SRY SS18 SS18L1 ST3GAL4 ST8SIA2 STAP1 STAT1 STAT3 STAT5B STAT6 STAU2 STIM1 STING1 STK11 STK25 STMP1 STOML2 STOX1 STRA6 STX4 STXBP1 SUDS3 SULF1 SULF2 SYDE1 SYK SYNDIG1 TACR1 TACR2 TACR3 TAFA3 TANK TAPT1 TBC1D24 TBK1 TBX2 TBX20 TBX21 TBX5 TBXA2R TBXAS1 TCF7L2 TEAD4 TEK TENM4 TENT5A TERT TESC TESPA1 TET1 TF TFAP2A TFRC TGFB1 TGFB1I1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 TGM2 THBD THBS1 THBS2 THRA THY1 TIAM1 TIAM2 TICAM1 TICAM2 TIE1 TIGIT TIRAP TJP1 TLE6 TLR1 TLR2 TLR3 TLR4 TLR5 TLR6 TLR7 TLR8 TLR9 TMBIM1 TMED10 TMEM106A TMEM119 TMEM64 TMF1 TMIGD2 TNF TNFRSF11A TNFRSF13C TNFRSF14 TNFRSF1B TNFRSF4 TNFRSF8 TNFSF11 TNFSF12 TNFSF13 TNFSF13B TNFSF14 TNFSF4 TNFSF9 TNIP2 TNN TNR TNXB TOB2 TOMM70 TOX TP53BP1 TP63 TP73 TPBG TPM1 TPPP TRADD TRAF2 TRAF3 TRAF3IP3 TRAF6 TRAK1 TREM2 TRIB1 TRIM15 TRIM16 TRIM27 TRIM32 TRIM56 TRIM6 TRIM65 TRPC3 TRPC5 TRPM4 TRPM8 TRPV2 TRPV4 TSHR TSKU TSLP TSPO TTBK1 TTPA TUSC2 TWF1 TWF2 TWIST1 TXK TYK2 TYROBP UCN UCP1 UCP2 UFL1 UNC13B UNC93B1 USF1 USP50 UTP25 VAMP7 VAMP8 VASH2 VAV1 VAV3 VCAM1 VCAN VDR VEGFA VEGFB VEGFC VEGFD VIL1 VIP VKORC1 VNN1 VPS35 VSIR VSTM5 VTCN1 VTN WARS2 WASF3 WDR62 WNK1 WNT1 WNT10B WNT11 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT7A WT1 WWTR1 XBP1 XCL1 XIAP XRCC2 XRCC5 XRCC6 YAP1 YBX2 YBX3 YES1 ZAP70 ZBED2 ZBED3 ZBTB1 ZBTB16 ZBTB20 ZBTB46 ZBTB7B ZC3H12A ZC3HAV1 ZCCHC3 ZFP36L1 ZFPM1 ZFPM2 ZFYVE27 ZMIZ1 ZNF219 ZNF304 ZNF322 ZNF335 ZNF365 ZNF488 ZNF516 ZNF580 ZNF703 ZP3 ZP4 GOBP_POSITIVE_REGULATION_OF_MULTICELLULAR_ORGANISM_GROWTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MULTICELLULAR_ORGANISM_GROWTH ATP8A2 BBS2 BBS4 BCL2 CHD7 CREB1 CSF1 DIO3 DRD2 EZR FOXS1 GH1 GHR GHRH GHRHR GHRL GHSR GPAM GPR21 IGF2 MKKS NIPBL PEX5 PLS1 POU3F2 PPIB SLC6A3 SMO SPTBN4 STAT5B VIL1 GOBP_POSITIVE_REGULATION_OF_MUSCLE_ADAPTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MUSCLE_ADAPTATION FOXO3 MIR17 MIR17HG MIR199A1 MIR208A MIR20A MIR214 MIR34B MIR34C MYMK MYOG PPP3CA TRPC3 GOBP_POSITIVE_REGULATION_OF_MUSCLE_CELL_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MUSCLE_CELL_APOPTOTIC_PROCESS ADCY10 ATF4 ATP2A2 BNIP3 CAMK2A CAMK2D CAPN2 CDKN2A CXCR2 E2F3 GATA6 IFNG IL12A IL12B LTK MAP3K5 MFN2 MIR1-1 MIR140 MIR16-1 MIR17 MIR195 MIR24-1 MIR28 MIR320A MIR34A PDCD4 POU4F2 PPARG RBM10 SMAD4 SOD2 TIGAR TP53 GOBP_POSITIVE_REGULATION_OF_MUSCLE_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MUSCLE_CELL_DIFFERENTIATION ACTN3 AKAP6 ARRB2 ATP11A BCL2 BMP10 BMP4 CAMK1 CAV3 CTH CYP26B1 EDN1 EFEMP2 EFNB2 ENG GPER1 HOPX IGF1 KAT2A KIT LAMA1 LAMA2 LAMB1 LAMB2 LAMC1 LMOD3 MAML1 MAMSTR MAPK11 MAPK12 MAPK14 MDM2 MEF2C MESP1 MIR1-1 MIR125B1 MIR133A1 MIR133B MIR140 MIR145 MIR18A MIR199A1 MIR19A MIR19B1 MIR204 MIR206 MIR208A MIR21 MIR22 MIR34A MIR424 MIR499A MMP14 MORF4L2 MTOR MYF5 MYF6 MYLK3 MYOCD MYOD1 MYOG NIBAN2 NID1 NRG1 OLFM2 PARP2 PIAS1 PIEZO1 PRKD1 PROX1 RBM24 RBM4 SETD3 SHH SHOX2 SIRT1 SMARCD3 SMYD1 SOD2 TBX1 TGFB1 TRIM32 WNT3A GOBP_POSITIVE_REGULATION_OF_MUSCLE_CONTRACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MUSCLE_CONTRACTION ABAT ACE2 ACTN3 ADA ADRA1A ADRA2B ATP1A1 ATP2A1 CACNA1S CACNB1 CACNG1 CHGA CHRM3 CTTN EDN1 EDN2 ENO1 F2R GHRL GHSR GPER1 GSTO1 HSP90AA1 ITGA2 KCNQ1 KIT MIR1-1 MIR21 MYOCD NMU NPNT NPPA OXTR PROK2 PTAFR PTGS2 RGS2 RHOA SPHK1 SPX SRF TACR1 TACR2 TACR3 TBXA2R TRPV4 UCN GOBP_POSITIVE_REGULATION_OF_MUSCLE_HYPERTROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MUSCLE_HYPERTROPHY ADCY10 ADRA1A AGT AKAP6 BECN1 BMP10 CAMK2D EDN1 HAND2 IGF1 IL6ST MEF2A MIR17 MIR199A1 MIR19A MIR19B1 MIR208A MIR20A MIR21 MIR214 MIR34B MIR34C MTPN MYMK NR4A3 PARP1 PARP2 PDE5A PDE9A PPP3CA PRKCA ROCK1 ROCK2 SLC9A1 TRPC3 TWF1 GOBP_POSITIVE_REGULATION_OF_MUSCLE_TISSUE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MUSCLE_TISSUE_DEVELOPMENT ACTN3 BCL2 CDON CREB1 CTNNB1 DLL1 ERBB3 FLOT1 IGF2 LMOD3 MEF2C MRTFB MTM1 MYF5 MYF6 MYOD1 MYOG NIBAN2 PPARGC1A PRKAA1 RPS6KB1 SHH SHOX2 WNT3A GOBP_POSITIVE_REGULATION_OF_MYELINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MYELINATION CST7 DAG1 DICER1 EGR2 ITGAX MAG MYRF NCMAP NRDC PARD3 RNF10 SOX10 TENM4 TNFRSF1B TPPP WASF3 ZNF488 GOBP_POSITIVE_REGULATION_OF_MYELOID_CELL_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MYELOID_CELL_APOPTOTIC_PROCESS ADIPOQ ANXA1 CDKN2A HCAR2 MEF2C MIAT NF1 PIK3CB PIK3CD SIRT1 GOBP_POSITIVE_REGULATION_OF_MYELOID_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MYELOID_CELL_DIFFERENTIATION ABCB10 ACIN1 ACVR1B ACVR2A ANKRD54 ARNT BRD1 CASP8 CCR1 CD101 CD4 CD74 CREB1 CSF1 CSF3 CTNNBIP1 DCSTAMP ETS1 EVI2B FADD FAM210B FAXDC2 FES FOS FOXO3 GATA1 GATA2 GPR68 HAX1 HCLS1 HIF1A HLA-DRB1 HMGB2 HOXA5 HSF1 HSPA1A HSPA1B ID2 IFNG IL12B IL17A IL20 IL23A IL23R IL34 IL5 INHBA INPP5D ISG15 JAG1 KITLG KLF10 LEF1 LIF MAPK11 MAPK14 MED1 MIR145 MIR221 MIR222 MIR486-1 MPL MTURN NCKAP1L NEDD9 NOTCH2 OCSTAMP PF4 PITHD1 PLA2G3 POU4F1 POU4F2 PPARGC1B PPP3CA PRKCA PRKDC PRMT1 RAB7B RB1 RCOR1 RHEX RIPK1 ROR2 RPTOR RUNX1 SCIN SLC9B2 SMAP1 STAT1 STAT3 STAT5B TAL1 TESC TGFB1 THPO TMEM64 TNF TNFSF11 TRAF6 TREM2 TRIB1 TYROBP ZFP36L1 ZNF16 GOBP_POSITIVE_REGULATION_OF_MYELOID_LEUKOCYTE_CYTOKINE_PRODUCTION_INVOLVED_IN_IMMUNE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MYELOID_LEUKOCYTE_CYTOKINE_PRODUCTION_INVOLVED_IN_IMMUNE_RESPONSE BCL10 CAMK4 CARD9 CD36 CD74 DDX1 DDX21 DHX36 GPRC5B HLA-G KIT LAPTM5 LILRB1 MAPKAPK2 MAVS MIF MYD88 NOD1 NOD2 NR4A3 P2RX7 PANX1 PLCG2 PYCARD RIGI RIPK2 SEMA7A SIRT1 SPON2 SYK TICAM1 TICAM2 TLR3 TLR4 TLR7 WNT5A GOBP_POSITIVE_REGULATION_OF_MYELOID_LEUKOCYTE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MYELOID_LEUKOCYTE_DIFFERENTIATION ACIN1 CASP8 CCR1 CD101 CD4 CD74 CREB1 CSF1 CTNNBIP1 DCSTAMP EVI2B FADD FES FOS GPR68 HAX1 HCLS1 HLA-DRB1 HSF1 ID2 IFNG IL12B IL17A IL20 IL23A IL23R IL34 IL5 KITLG KLF10 LEF1 LIF MIR145 MIR486-1 NEDD9 NOTCH2 OCSTAMP PF4 PLA2G3 POU4F1 POU4F2 PPARGC1B PPP3CA PRKCA RB1 RIPK1 ROR2 RPTOR RUNX1 SLC9B2 TESC TGFB1 TMEM64 TNF TNFSF11 TRAF6 TREM2 TRIB1 TYROBP ZFP36L1 GOBP_POSITIVE_REGULATION_OF_MYELOID_LEUKOCYTE_MEDIATED_IMMUNITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MYELOID_LEUKOCYTE_MEDIATED_IMMUNITY ARG1 BTK C3 CAMK4 CD177 DDX1 DDX21 DHX36 F2RL1 FCGR1A HLA-E ITGAM ITGB2 MAVS PTAFR RIGI SPI1 STAP1 STX4 TICAM1 TICAM2 TYROBP GOBP_POSITIVE_REGULATION_OF_MYOBLAST_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MYOBLAST_DIFFERENTIATION ACTB ACTL6A ACTL6B AKIRIN1 ARID1A ARID1B ARID2 BOC BRD7 BTG1 CXCL9 DPF3 HIF1AN IGFBP3 KAT5 LRRC8A MAP3K5 MAPK14 MEF2C MIR199A1 MYF5 MYF6 MYOD1 MYOG PBRM1 PHF10 PLCB1 RANBP3L RBM24 RIPOR2 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMYD1 SOX4 TNFSF14 XKR8 GOBP_POSITIVE_REGULATION_OF_MYOBLAST_FUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MYOBLAST_FUSION ADGRB1 CAPN2 CD53 CXCL9 EHD1 EHD2 FLOT1 GDF15 IL4 IL4R MAPK14 MYOD1 NFATC2 RIPOR2 SCGB3A1 TNFSF14 GOBP_POSITIVE_REGULATION_OF_MYOBLAST_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MYOBLAST_PROLIFERATION ATF2 CTNNB1 FGF7 FGFBP1 GATA6 KCNA5 MALAT1 MEGF10 MEIS2 MIR199A1 PAXBP1 PPARD SIX1 SOX15 GOBP_POSITIVE_REGULATION_OF_MYOTUBE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_MYOTUBE_DIFFERENTIATION ATP11A CAV3 CYP26B1 MAML1 MAMSTR MAPK14 MIR1-1 MIR133A1 MIR133B MIR206 MMP14 MTOR MYOG PIEZO1 RBM24 SMYD1 TBX1 GOBP_POSITIVE_REGULATION_OF_NATURAL_KILLER_CELL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_NATURAL_KILLER_CELL_ACTIVATION AP1G1 AXL BLOC1S3 BLOC1S6 FCGR3A GAS6 HLA-E HLA-F IL12A IL12B IL15 IL15RA IL18 IL23A IL23R JAK2 KLRC2 LAMP1 RASGRP1 STAT5B TICAM1 TICAM2 TOX TYK2 TYROBP ZBTB1 GOBP_POSITIVE_REGULATION_OF_NATURAL_KILLER_CELL_CHEMOTAXIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_NATURAL_KILLER_CELL_CHEMOTAXIS CCL3 CCL4 CCL5 CCL7 XCL1 GOBP_POSITIVE_REGULATION_OF_NATURAL_KILLER_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_NATURAL_KILLER_CELL_DIFFERENTIATION AXL GAS6 IL15 IL15RA RASGRP1 STAT5B TOX ZBTB1 GOBP_POSITIVE_REGULATION_OF_NATURAL_KILLER_CELL_MEDIATED_IMMUNE_RESPONSE_TO_TUMOR_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_NATURAL_KILLER_CELL_MEDIATED_IMMUNE_RESPONSE_TO_TUMOR_CELL CD160 CD226 CRTAM IL12A IL12B NECTIN2 PVR GOBP_POSITIVE_REGULATION_OF_NATURAL_KILLER_CELL_MEDIATED_IMMUNITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_NATURAL_KILLER_CELL_MEDIATED_IMMUNITY AP1G1 CADM1 CD160 CD226 CLNK CRTAM HLA-E HLA-F HLA-G IL12A IL12B IL18RAP IL21 KIR2DL4 KLRC1 KLRC2 KLRC3 KLRC4 KLRC4-KLRK1 KLRD1 KLRK1 LAG3 LAMP1 NCR3 NECTIN2 PVR RAET1E RAET1G RASGRP1 SH2D1A SH2D1B SLAMF6 STAT5B VAV1 GOBP_POSITIVE_REGULATION_OF_NATURAL_KILLER_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_NATURAL_KILLER_CELL_PROLIFERATION FCGR3A HLA-E IL12B IL15 IL18 IL23A IL23R JAK2 STAT5B TYK2 GOBP_POSITIVE_REGULATION_OF_NECROPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_NECROPTOTIC_PROCESS AIFM1 CASP6 MIR103A1 MIR107 PARP1 RIPK1 RIPK3 ZBP1 GOBP_POSITIVE_REGULATION_OF_NERVOUS_SYSTEM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_NERVOUS_SYSTEM_DEVELOPMENT ACAN ACE ADCY10 ADGRB1 ADGRB3 ADNP AGRN AMIGO1 AMIGO2 AMIGO3 ANAPC2 ANKRD27 ARMCX5-GPRASP2 ASCL1 ASIC2 ASPA ASPM BAIAP2 BCAN BDNF BIN1 BMP2 BMPR2 BRAF CAMK2B CAPRIN1 CAPRIN2 CBLN1 CBLN2 CDH4 CDKL3 CDKL5 CDON CHODL CLCF1 CLCN2 CLSTN1 CLSTN2 CLSTN3 CRABP2 CTNNB1 CUL7 CUX1 CUX2 CX3CL1 CX3CR1 CXCL12 CXCR4 CYFIP1 CYSLTR1 DAG1 DBN1 DCT DHX36 DICER1 DISC1 DLG5 DMRTA2 DRD2 DSCAM EEF2K EFNA5 EGR2 EIF4G2 ELL3 EPHA4 EPHB1 EPHB2 EPHB3 ETV5 FAIM FBXW8 FGF2 FLRT2 FLRT3 FN1 FOXG1 FZD3 FZD4 GDI1 GFAP GHRL GJC2 GLI3 GOLGA4 GPER1 GPRASP3 GRID2 GRM5 GSX2 HAP1 HAPLN1 HAPLN2 HAPLN3 HAPLN4 HDAC1 HDAC2 HDAC6 HES1 HIF1A ID2 ID4 IFNG IL1B IL1RAP IL1RAPL1 IL33 IL34 IL6 IL6ST ISLR2 IST1 ITGB1 ITPKA KDM1A KHDC3L KIT KRAS L1CAM LIF LIG4 LIMK1 LINGO2 LINGO4 LPAR3 LRP2 LRP8 LRRC24 LRRC4B LRRN1 LRRN3 LRRTM1 LRRTM2 LRRTM3 LRTM2 LTA LYN MACF1 MAG MAN2A1 MAP1B MAP2K1 MAP2K2 MAP3K13 MAP6 MAPT MDK MECP2 MEGF8 METRN MIR125B1 MIR142 MIR221 MIR222 MME MTOR MYB MYRF NAP1L1 NCAN NEFL NEURL1 NGF NIN NKX2-2 NKX6-1 NKX6-2 NLGN1 NLGN2 NLGN3 NOTCH1 NPTN NR2E1 NRDC NRP1 NRXN1 NTN1 NTRK1 NTRK2 NUMB NUMBL OBSL1 OLIG2 OPRM1 OTP OXTR PAFAH1B1 PARP6 PAX6 PLAG1 PLXNA1 PLXNA2 PLXNA3 PLXNA4 PLXNB1 PLXNB2 PLXNB3 PLXNC1 PLXND1 POU4F2 PPP1CC PRKCH PRKCI PRMT5 PTN PTPRD PTPRZ1 RAB21 RASSF10 RELA RELN RGS14 RHEB RND2 RNF112 ROBO1 ROBO2 RUFY3 SEMA4A SEMA4D SEMA5A SEMA7A SERPINE2 SERPINF1 SHANK3 SHH SHOX2 SHTN1 SKIL SLC7A5 SLIT2 SLITRK1 SLITRK2 SLITRK3 SLITRK4 SLITRK5 SLITRK6 SMARCD3 SMO SMURF1 SNW1 SOX10 SOX11 SOX8 SPEN SPINT1 SRF SRPX2 SRRT SS18L1 ST8SIA2 STAU2 STK11 STK25 SYNDIG1 TBC1D24 TENM4 TGFB1 TGM2 THBS2 TIAM1 TIAM2 TLR2 TNF TNFRSF1B TP73 TPBG TRAK1 TRIM32 TRPC5 TRPV2 TSPO TTBK1 TWF2 UFL1 VCAN VEGFA VEGFC VSTM5 WDR62 WNT2 WNT3 WNT3A WNT7A XRCC2 XRCC5 ZFYVE27 ZNF335 ZNF365 ZNF488 GOBP_POSITIVE_REGULATION_OF_NERVOUS_SYSTEM_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_NERVOUS_SYSTEM_PROCESS ABAT ATPSCKMT CARTPT CHRNB4 CST7 DAG1 DICER1 EGR2 GBA1 HCRT ITGA2 ITGAX MAG MTNR1B MYRF NCMAP NLGN2 NRDC NTSR1 PARD3 RIMS1 RIMS2 RNF10 SOX10 TENM4 TNFRSF1B TNR TPPP UNC13B WASF3 ZNF488 GOBP_POSITIVE_REGULATION_OF_NEURAL_PRECURSOR_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_NEURAL_PRECURSOR_CELL_PROLIFERATION ACAN ADGRG1 ASCL1 ASPM BCAN CDON CTNNB1 CX3CL1 CX3CR1 DCT DISC1 DISP3 DLL4 DMRTA2 DRD2 EGF ELL3 FGF2 FLNA FOXG1 FZD3 FZD9 GJC2 GLI1 GLI3 GNAI2 GPR37L1 HAPLN1 HAPLN2 HAPLN3 HAPLN4 HIF1A ID4 INSM1 ITGB1 KDM1A LHX1 LHX2 LHX5 LRP2 LYN MDK NAP1L1 NCAN NES NOTCH1 NR2E1 OTP PAX6 PITX3 PROX1 RASSF10 SHH SMARCD3 SMO SOX10 TOX VCAN VEGFA VEGFC WDR62 WNT3A ZNF335 GOBP_POSITIVE_REGULATION_OF_NEUROBLAST_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_NEUROBLAST_PROLIFERATION ACAN ASPM BCAN CDON CTNNB1 CX3CL1 CX3CR1 DCT DISC1 DMRTA2 DRD2 FGF2 FOXG1 FZD3 GLI3 HAPLN1 HAPLN2 HAPLN3 HAPLN4 HIF1A ID4 ITGB1 KDM1A NCAN NOTCH1 NR2E1 OTP PAX6 SHH SMARCD3 SMO SOX10 VCAN VEGFA VEGFC WDR62 ZNF335 GOBP_POSITIVE_REGULATION_OF_NEUROGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_NEUROGENESIS ACAN ACE ADCY10 ADNP AMIGO1 ANAPC2 ANKRD27 ARMCX5-GPRASP2 ASCL1 ASPA ASPM BAIAP2 BCAN BDNF BIN1 BMP2 BMPR2 BRAF CAMK2B CAPRIN1 CAPRIN2 CDH4 CDKL3 CDKL5 CDON CHODL CLCF1 CLCN2 CRABP2 CTNNB1 CUL7 CUX1 CUX2 CX3CL1 CX3CR1 CXCL12 CXCR4 CYFIP1 CYSLTR1 DAG1 DBN1 DCT DHX36 DICER1 DISC1 DMRTA2 DRD2 DSCAM EEF2K EFNA5 EGR2 EIF4G2 ELL3 EPHA4 EPHB2 ETV5 FAIM FBXW8 FGF2 FN1 FOXG1 FZD3 FZD4 GDI1 GFAP GJC2 GLI3 GOLGA4 GPER1 GPRASP3 GRM5 GSX2 HAP1 HAPLN1 HAPLN2 HAPLN3 HAPLN4 HDAC1 HDAC2 HDAC6 HES1 HIF1A ID2 ID4 IFNG IL1B IL1RAPL1 IL33 IL34 IL6 IL6ST ISLR2 IST1 ITGB1 ITPKA KDM1A KHDC3L KIT KRAS L1CAM LIF LIG4 LIMK1 LPAR3 LRP2 LRP8 LTA LYN MACF1 MAG MAN2A1 MAP1B MAP2K1 MAP2K2 MAP3K13 MAP6 MAPT MDK MECP2 MEGF8 METRN MIR125B1 MIR142 MIR221 MIR222 MME MTOR MYB MYRF NAP1L1 NCAN NEFL NEURL1 NGF NIN NKX2-2 NKX6-1 NKX6-2 NOTCH1 NPTN NR2E1 NRDC NRP1 NTN1 NTRK2 NUMB NUMBL OBSL1 OLIG2 OPRM1 OTP PAFAH1B1 PARP6 PAX6 PLAG1 PLXNA1 PLXNA2 PLXNA3 PLXNA4 PLXNB1 PLXNB2 PLXNB3 PLXNC1 PLXND1 POU4F2 PPP1CC PRKCH PRKCI PRMT5 PTN PTPRD PTPRZ1 RAB21 RASSF10 RELA RELN RGS14 RHEB RND2 RNF112 ROBO1 ROBO2 RUFY3 SEMA4D SEMA5A SEMA7A SERPINE2 SERPINF1 SHANK3 SHH SHOX2 SHTN1 SKIL SLC7A5 SLIT2 SLITRK1 SMARCD3 SMO SMURF1 SNW1 SOX10 SOX11 SOX8 SPEN SPINT1 SRF SRRT SS18L1 STAU2 STK11 STK25 TBC1D24 TENM4 TGFB1 TGM2 TIAM1 TIAM2 TLR2 TNF TNFRSF1B TP73 TRAK1 TRIM32 TRPC5 TRPV2 TSPO TTBK1 TWF2 UFL1 VCAN VEGFA VEGFC WDR62 WNT2 WNT3 WNT3A XRCC2 XRCC5 ZFYVE27 ZNF335 ZNF365 ZNF488 GOBP_POSITIVE_REGULATION_OF_NEUROINFLAMMATORY_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_NEUROINFLAMMATORY_RESPONSE CCL3 CTSC IL18 IL1B IL33 IL6 LRRK2 MIR128-1 MIR142 MIR206 MMP8 NUPR1 PLCG2 STAP1 TAFA3 TNF TREM2 TTBK1 GOBP_POSITIVE_REGULATION_OF_NEURON_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_NEURON_APOPTOTIC_PROCESS ABL1 ADCY10 AIFM1 ASCL1 ATF4 ATM BACE1 BAX BCL2L11 CASP2 CASP3 CASP8 CASP9 CCL3 CDC34 CDK5 CDK5R1 CTNNB1 DDIT3 EPHA7 FASLG FBXW7 FOXO3 GRIK2 GRN HTR2A ITGA1 MAP2K4 MAP3K11 MCL1 MIR125B1 MIR200A MIR98 MYB MYBL2 NF1 NFATC4 NQO1 NR3C1 NUPR1 PCSK9 PHB1 PITX3 POU4F1 PRNP RAPSN RIPK1 SRPK2 ST8SIA2 TFAP2A TFAP2B TGFB2 TNF TP53 TRAF7 UBE2M GOBP_POSITIVE_REGULATION_OF_NEURON_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_NEURON_DIFFERENTIATION ADRA2B ADRA2C ARHGEF2 ASCL1 ATOH1 BCL6 BEND6 BMP2 BMP4 BMP6 BMP7 BRINP1 BRINP2 BRINP3 CDON CPNE1 CSNK1D CSNK1E CXCL12 CYB5D2 DAB1 DKK1 DLX1 DLX2 DUOXA1 ECT2 EIF4G1 EPO ETV5 FEZF1 FEZF2 FGF2 FGF20 FGFR1 FOXA1 FOXG1 GATA2 GDF5 GDF6 GDF7 GDPD5 GPRC5B HEYL HMG20B HOXD3 IMPACT IRX3 KCTD11 KDM4A LIN28A MAP1B MEF2C MICOS10-NBL1 MIR137 MIR146A MIR511 MMD MMD2 NAP1L2 NBL1 NCOA1 NEUROD1 NEUROD2 NEUROG1 NEUROG3 NGF NKX2-2 NKX2-5 NKX6-1 NRCAM PAX6 PCP4 PHOX2B PROX1 RARA REST RHOA RNF112 S100B SH3GL3 SHOC2 SIN3A SOCS2 SOX11 SPAG9 TCF12 TCF3 TCF4 TGIF2 TRIM32 TRPC5 UPF3B VWC2 VWC2L ZC4H2 ZEB1 GOBP_POSITIVE_REGULATION_OF_NEURON_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_NEURON_MIGRATION ARHGEF2 DAB2IP DRD1 FLNA KIF20B MDK NIPBL NSMF PAX6 PLAA RAPGEF2 RELN SEMA3A SEMA6A SHTN1 SRGAP2C TBC1D24 WDR62 ZNF609 GOBP_POSITIVE_REGULATION_OF_NEURON_PROJECTION_ARBORIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_NEURON_PROJECTION_ARBORIZATION DLG4 DVL1 DVL2 DVL3 FZD4 GRIP1 MAP3K13 WNT5A GOBP_POSITIVE_REGULATION_OF_NEURON_PROJECTION_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_NEURON_PROJECTION_DEVELOPMENT ABL1 ABL2 ADNP ALK ALKAL1 ALKAL2 AMIGO1 ANKRD27 AP2A1 APOE ARHGAP35 ARMCX5-GPRASP2 ARSB ATF1 ATOH7 ATP1B2 ATP8A2 AVIL BAIAP2 BDNF BMP5 BMP7 BRAF CAMK1 CAMK1D CAMK2B CAPRIN1 CAPRIN2 CBFA2T2 CFLAR CNR1 CNTF CNTN1 COBL CUX2 CX3CL1 CYFIP1 DAB2IP DBN1 DDR1 DDR2 DDX56 DHX36 DISC1 DPYSL3 DVL1 EEF2K EHD1 ELAVL4 ENC1 EP300 EPHA3 EPHB2 EPO EZH2 FBXO38 FES FEZ1 FKBP1B FLNA FUT9 FYN FZD1 GPC2 GPRASP3 GRN IGF1R ITGA3 ITGA6 ITPKA KAT2B KATNB1 KDM1A KHDC3L KIDINS220 LRP8 LRRC7 LTK LYN MAGI2 MARK2 MDK MIR133B MIR200C MIR221 MIR222 MIR431 MUSK NCK1 NCKIPSD NDNF NDRG4 NEGR1 NFE2L2 NLGN1 NPTN NRP1 NTRK1 NTRK2 NTRK3 P3H1 PACSIN1 PAFAH1B1 PLA2G3 PLK5 PLPPR5 PLXNB2 PLXNB3 PPP2R5B PRKCI PRKD1 PTK2B PTK6 PTK7 PTN PUM2 RAP1A RAPGEF1 RAPGEF2 RELN RET RETREG3 RGMA RGS2 RIT2 ROBO3 ROR1 ROR2 S100A9 SCARB2 SCARF1 SCN1B SERPINF1 SERPINI1 SETX SF3A2 SHOC2 SNX3 STAU2 STK24 STMN2 STYXL1 TENM3 TIAM1 TMEM106B TMEM30A TNN TOX TRIM67 TUBB2B TWF1 TWF2 VEGFA VLDLR WASHC5 WNT5A ZDHHC15 ZNF804A GOBP_POSITIVE_REGULATION_OF_NEURON_PROJECTION_REGENERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_NEURON_PROJECTION_REGENERATION BRAF CNTF FKBP1B FLNA GRN IGF1R MIR221 MIR222 MIR431 PTN PUM2 SCARF1 STK24 GOBP_POSITIVE_REGULATION_OF_NEUROTRANSMITTER_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_NEUROTRANSMITTER_SECRETION ADORA2A BAIAP3 BGLAP DTNBP1 GPER1 GPR158 KMO NLGN1 RAB3GAP1 SLC18A3 SLC4A8 SNCA STX1A STX1B STXBP1 SYT1 TACR2 GOBP_POSITIVE_REGULATION_OF_NEUROTRANSMITTER_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_NEUROTRANSMITTER_TRANSPORT ADORA2A BAIAP3 BGLAP DRD2 DRD4 DTNBP1 GPER1 GPR158 ITGB1 KMO NLGN1 PRKN RAB3B RAB3GAP1 SLC17A8 SLC18A3 SLC4A8 SNCA STX1A STX1B STXBP1 SYT1 TACR2 GOBP_POSITIVE_REGULATION_OF_NEUROTRANSMITTER_UPTAKE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_NEUROTRANSMITTER_UPTAKE DRD2 DRD4 ITGB1 PRKN RAB3B SLC17A8 GOBP_POSITIVE_REGULATION_OF_NEUROTROPHIN_TRK_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_NEUROTROPHIN_TRK_RECEPTOR_SIGNALING_PATHWAY CYFIP1 CYFIP2 PPP2R5B TMEM108 WASF1 GOBP_POSITIVE_REGULATION_OF_NEUTROPHIL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_NEUTROPHIL_ACTIVATION CD177 ITGAM ITGB2 PLPP6 PTAFR TNF GOBP_POSITIVE_REGULATION_OF_NEUTROPHIL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_NEUTROPHIL_MIGRATION ADAM8 C1QBP C3AR1 C5AR1 CAMK1D CCL19 CCL21 CCR7 CD74 CD99 CD99L2 CXCL8 CXCR2 DAPK2 DNM1L EDN1 FUT4 FUT7 IL1A IL1R1 IL23A LBP MCU MDK MOSPD2 NCKAP1L RAC1 RAC2 RIPOR2 SELENOK THBS4 TIRAP XCL1 XG GOBP_POSITIVE_REGULATION_OF_NF_KAPPAB_TRANSCRIPTION_FACTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_NF_KAPPAB_TRANSCRIPTION_FACTOR_ACTIVITY ADAM8 AGER AGT AIM2 ALK ANKRD42 AR ARHGEF2 BCL10 BTK CAMK2A CAPN3 CARD11 CARD14 CARD16 CARD9 CAV1 CD36 CD40 CD40LG CFLAR CHUK CIB1 CLEC7A CLOCK CLU CRNN CX3CL1 CX3CR1 DDRGK1 DHX33 DHX9 EDA EDA2R EIF2AK2 EP300 ERC1 FER FLOT1 FLOT2 HSPA1A HSPA1B IKBKB IKBKG IL18 IL18R1 IL18RAP IL1B IL1RAP IL6 INS IRAK1 IRAK2 IRAK3 LAMTOR5 LGALS9 LTF MALT1 MAP3K13 MID2 MIR1246 MTDH MTPN MYD88 NLRC4 NLRP3 NOD1 NOD2 NPM1 NTRK1 NTS PIDD1 PLA2G1B PLCG2 PPIA PRDX3 PRKCB PRKCH PRKCI PRKCQ PRKCZ PRKD1 PRKD2 PSMA6 PYCARD RAB7B RBCK1 RELA RFPL1 RFPL2 RFPL3 RFPL4A RFPL4AL1 RHEBL1 RIPK1 RIPK2 RIPK3 RIPK4 RNF25 RNF31 ROR1 RPS3 RPS6KA4 RPS6KA5 RTKN2 S100A12 S100A8 S100A9 SLCO3A1 SPHK1 STAT3 TERF2IP TFRC TGFB1 TICAM1 TICAM2 TIRAP TLR2 TLR4 TLR6 TLR9 TNF TNFRSF11A TNFSF11 TNFSF18 TRADD TRAF1 TRAF2 TRAF5 TRAF6 TRIM13 TRIM14 TRIM15 TRIM21 TRIM22 TRIM25 TRIM32 TRIM34 TRIM37 TRIM38 TRIM5 TRIM52 TRIM58 TRIM6 TRIM62 TRIM68 TRIM8 UBE2N UBE2V1 WNT5A ZBTB7A GOBP_POSITIVE_REGULATION_OF_NITRIC_OXIDE_MEDIATED_SIGNAL_TRANSDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_NITRIC_OXIDE_MEDIATED_SIGNAL_TRANSDUCTION EGFR GUCY1A1 GUCY1A2 INS NOS1AP GOBP_POSITIVE_REGULATION_OF_NITRIC_OXIDE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_NITRIC_OXIDE_METABOLIC_PROCESS AGTR2 AGXT2 AKT1 ASL ASS1 CD36 CLEC7A CLU DDAH1 DDAH2 EDN1 HBB HSP90AA1 HSP90AB1 IFNG IL1B INSR JAK2 KLF2 KLF4 KLRC4-KLRK1 KLRK1 MIR181A2 MIR181B1 MIR99B NOS1AP P2RX4 PKD2 PTGS2 PTK2B PTX3 SMAD3 SOD2 TICAM1 TLR4 TLR6 TMEM106A TNF TRPV1 GOBP_POSITIVE_REGULATION_OF_NITRIC_OXIDE_SYNTHASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_NITRIC_OXIDE_SYNTHASE_ACTIVITY AGTR2 AKT1 APOE DHFR DHFRP1 FCER2 GCH1 HIF1A HTR2B INS NOS1AP NPR3 NUS1 PIK3CB S100A1 SCARB1 TERF2 TERT GOBP_POSITIVE_REGULATION_OF_NITRIC_OXIDE_SYNTHASE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_NITRIC_OXIDE_SYNTHASE_BIOSYNTHETIC_PROCESS AKAP12 CCL2 FCER2 IFNG IL33 JAK2 KDR LRRK2 MAP2K3 MAP2K4 MAP2K6 NAMPT NOD2 STAT1 TLR2 TLR4 GOBP_POSITIVE_REGULATION_OF_NK_T_CELL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_NK_T_CELL_ACTIVATION HSPH1 IL12A IL12B IL18 IL23A IL23R JAK2 RASAL3 TYK2 GOBP_POSITIVE_REGULATION_OF_NON_CANONICAL_NF_KAPPAB_SIGNAL_TRANSDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_NON_CANONICAL_NF_KAPPAB_SIGNAL_TRANSDUCTION ACTN4 ADISSP AGER AGO3 APP C1QTNF4 CALR CCL19 CD27 CD86 DDX3X EDA EDAR EDN1 EGFR EIF2AK2 EP300 GREM1 HAVCR2 IFI35 IL12B IL18 IL18R1 IL1B IL23A ILK IRAK1 LAPTM5 LGALS9 LIMS1 LRRC19 MIR182 NFAT5 NLRP12 NLRP3 NMI NOD1 NOD2 NR3C2 PDCD4 PHB1 PHB2 PTP4A3 PYCARD RBCK1 RC3H1 RC3H2 RELA RHOA RIPK1 RPS3 RTKN2 SASH1 SPHK1 TCIM TERF2IP TLR2 TLR3 TLR4 TLR7 TLR9 TNF TNFSF14 TRADD TRAF6 TREM2 TRIM44 TRIM56 TRIP6 GOBP_POSITIVE_REGULATION_OF_NON_CANONICAL_WNT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_NON_CANONICAL_WNT_SIGNALING_PATHWAY ABL1 ANKRD6 CSNK1D CSNK1E DAB2 DKK1 GPC3 LBX2 MLLT3 NKD1 PLEKHA4 RSPO3 SFRP1 WNT5A WNT5B GOBP_POSITIVE_REGULATION_OF_NON_MOTILE_CILIUM_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_NON_MOTILE_CILIUM_ASSEMBLY ATMIN CENPJ CEP135 HAP1 RP1 SEPTIN7 SEPTIN9 WRAP73 GOBP_POSITIVE_REGULATION_OF_NOTCH_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_NOTCH_SIGNALING_PATHWAY AAK1 ASCL1 BMP2K CCN3 CNTN6 DLL1 DLL4 ENHO EPN2 FGF10 GATA5 GSX2 HES1 HES5 IL6ST ITGB1BP1 JAG1 JAG2 KIT LFNG MESP1 MFNG MIR126 MIR212 NEPRO NOD2 NOS3 NOTCH1 NOTCH2NLA NOTCH2NLB NOTCH2NLC PDCD10 POGLUT1 PRKCI RFNG ROBO1 ROBO2 SLC35C2 SRC STAT3 TGFB2 TM2D3 TP63 TSPAN14 TSPAN5 WNT1 YAP1 ZMIZ1 GOBP_POSITIVE_REGULATION_OF_NUCLEAR_CELL_CYCLE_DNA_REPLICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_NUCLEAR_CELL_CYCLE_DNA_REPLICATION ATRX CDC7 DBF4 DBF4B INO80 WIZ GOBP_POSITIVE_REGULATION_OF_NUCLEAR_DIVISION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_NUCLEAR_DIVISION ANAPC11 ANAPC5 ANAPC7 AURKA BTC CD28 CDC16 CDC20 CDC23 CUL3 DLGAP5 DMRT1 DRD3 EDN1 EDN3 EGF EPGN EREG ESPL1 FGF8 HOXA13 IGF1 IGF2 IL1A IL1B INS INSR LRP5 MAD2L1BP MEIOSIN MSX1 MSX2 NPM2 NPR2 NSMCE2 NUP62 NUSAP1 OOEP PDGFB PDGFRB PHIP PIWIL2 PLCB1 PRAP1 PRDM7 PRDM9 RAD51AP1 RB1 RGCC SH2B1 SIRT2 SMPD3 SPHK1 STRA8 TGFA TNF UBE2B UBE2C WNT4 WNT5A GOBP_POSITIVE_REGULATION_OF_NUCLEAR_TRANSCRIBED_MRNA_CATABOLIC_PROCESS_DEADENYLATION_DEPENDENT_DECAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_NUCLEAR_TRANSCRIBED_MRNA_CATABOLIC_PROCESS_DEADENYLATION_DEPENDENT_DECAY AGO2 CNOT1 CNOT7 CPEB3 DHX36 NANOS1 NANOS2 NANOS3 PABPC1 TNRC6B TNRC6C TOB1 ZFP36 ZFP36L1 ZFP36L2 GOBP_POSITIVE_REGULATION_OF_NUCLEASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_NUCLEASE_ACTIVITY AKT1 DDX11 HMGB2 HSPA1A PCNA PRKCD RPS3 GOBP_POSITIVE_REGULATION_OF_NUCLEOBASE_CONTAINING_COMPOUND_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_NUCLEOBASE_CONTAINING_COMPOUND_TRANSPORT ADORA1 CPSF6 DHX9 KHDRBS1 NCBP2 NRDE2 GOBP_POSITIVE_REGULATION_OF_NUCLEOCYTOPLASMIC_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_NUCLEOCYTOPLASMIC_TRANSPORT ANP32B BAG3 CAMK1 CDH1 CDK1 CHP2 CPSF6 CTDSPL2 DHX9 DMAP1 ECT2 EFCAB7 EMD EP300 FLNA GAS6 GLI3 GSK3B HCLS1 HDAC3 HSP90AA1 HYAL2 IFNG IL1B IPO5 JAK2 JUP KHDRBS1 LEP MAPK14 MAVS MDM2 NCBP2 NEDD4 NRDE2 PIK3R1 PIK3R2 PPM1A PRKACA PRKCD PRKD1 PSEN1 PTGS2 RAN RAPGEF3 RBM22 RIOK2 SFN SHH SIRT6 SMAD3 SMO TARDBP TGFB1 TPR TRIM28 UBR5 XPO4 YWHAE ZC3H12A ZIC1 ZPR1 GOBP_POSITIVE_REGULATION_OF_NUCLEOTIDE_BINDING_OLIGOMERIZATION_DOMAIN_CONTAINING_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_NUCLEOTIDE_BINDING_OLIGOMERIZATION_DOMAIN_CONTAINING_SIGNALING_PATHWAY HSPA1A HSPA1B NAGK SLC15A3 SLC15A4 SLC46A2 TLR4 GOBP_POSITIVE_REGULATION_OF_NUCLEOTIDE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_NUCLEOTIDE_BIOSYNTHETIC_PROCESS ADCY10 ENO1 ENSG00000290147 GUCA1A IL4 NOS1 NOS2 NOS3 PID1 PINK1 PPARA PPARGC1A TAFAZZIN TMSB4X TREM2 VCP GOBP_POSITIVE_REGULATION_OF_NUCLEOTIDE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_NUCLEOTIDE_METABOLIC_PROCESS ADCY10 BEND3 ENO1 ENSG00000290147 GUCA1A IL4 MLST8 MTOR NOS1 NOS2 NOS3 PID1 PINK1 PPARA PPARGC1A RPTOR TAFAZZIN TIGAR TMSB4X TREM2 VCP GOBP_POSITIVE_REGULATION_OF_ODONTOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_ODONTOGENESIS BMP2 CD34 CSF1 EDN1 MSX1 NGFR PRKCB GOBP_POSITIVE_REGULATION_OF_OLIGODENDROCYTE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_OLIGODENDROCYTE_DIFFERENTIATION ASPA CLCN2 CXCR4 DAG1 GSX2 HDAC1 HDAC2 IL33 IL34 MDK MTOR MYRF NKX2-2 NKX6-1 NKX6-2 OLIG2 PRMT5 PTN PTPRZ1 RHEB SHH TENM4 TLR2 TNFRSF1B TP73 ZNF365 ZNF488 GOBP_POSITIVE_REGULATION_OF_OPSONIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_OPSONIZATION CFP COLEC10 COLEC11 FCN1 FCN2 FCN3 MBL2 MYO18A PLA2G5 GOBP_POSITIVE_REGULATION_OF_ORGANELLE_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_ORGANELLE_ASSEMBLY ARHGAP35 ARHGEF5 ATG2A ATMIN BBS4 BECN1 CAPG CAPRIN1 CCDC88A CCP110 CENPJ CEP120 CEP135 CEP295 CNOT1 CNOT2 CNOT6 CNOT6L CROCC CSF2 DYNC1H1 DZIP1 ELAPOR1 ENTR1 FSCN1 FUZ G3BP1 G3BP2 GPSM2 GSK3B HAP1 HTT IFT20 IFT88 IL5 KCTD17 LCP1 LRSAM1 MAPK15 MAPK9 MARK4 MNS1 MOAP1 MSN NUMA1 NUP62 PAN2 PAN3 PDCD6IP PIP4K2A PIP4K2B PIP4K2C PLK4 PPP1R35 RAB3GAP1 RAB3GAP2 RALB RHOA RP1 SASS6 SAXO1 SDC1 SDC4 SDCBP SEPTIN7 SEPTIN9 SH3GLB1 SNX18 SNX30 SNX4 SNX7 SPAG5 SRC STIL STX18 TAPT1 TNF UBAP2L ULK1 VPS4B WDR45 WIPI1 WRAP73 ZMYND10 GOBP_POSITIVE_REGULATION_OF_ORGANELLE_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_ORGANELLE_ORGANIZATION ABI2 ABL1 ACD ACTL6A ACTN2 ACTR5 ACTR8 ADCK1 ADD3 ADRB2 AKAP9 AKT2 ALOX15 AMBRA1 ANAPC11 ANAPC5 ANAPC7 ANK1 ANKRD53 ANXA1 ANXA2 APOA1 ARF6 ARHGAP35 ARHGEF10 ARHGEF10L ARHGEF15 ARHGEF5 ARL2 ARPC2 ATF7IP ATF7IP2 ATG2A ATL3 ATM ATMIN ATP5IF1 ATR ATRX AURKA AURKB BAD BAG4 BAIAP2 BAIAP2L1 BAIAP2L2 BAK1 BAX BBC3 BBS4 BCL2L11 BECN1 BID BIK BIN1 BMF BMP10 BNIP3 BOK BRAF BRK1 BTC BUB1 C15orf62 C2CD5 CALCOCO2 CAMKK2 CAPG CAPRIN1 CARMIL1 CARMIL2 CAV3 CCDC88A CCL11 CCL21 CCL24 CCL26 CCN2 CCP110 CCR7 CCT2 CCT3 CCT4 CCT5 CCT6A CCT7 CCT8 CD28 CD47 CDC16 CDC20 CDC23 CDC42 CDC42EP1 CDC42EP2 CDC42EP3 CDC42EP4 CDC42EP5 CDK1 CDK2 CDK5R1 CDK5RAP2 CDKN1B CENPJ CEP120 CEP135 CEP295 CERS1 CFL2 CHCHD10 CIDEB CKAP5 CLASP1 CLIP1 CNOT1 CNOT2 CNOT6 CNOT6L CRACD CROCC CSF2 CSF3 CTNNB1 CTTN CUL3 CX3CL1 CYFIP1 DCN DCTN1 DDHD1 DDHD2 DDX11 DHX36 DKC1 DLG1 DLGAP5 DMRT1 DNM1L DOC2A DOC2B DRD3 DRG1 DSTN DYNC1H1 DZIP1 EDN1 EDN3 EGF ELAPOR1 ENDOG ENTR1 EPGN EPHA1 ERC2 ERCC1 EREG ESPL1 EVL F2RL1 FAM162A FBXO4 FBXO7 FCHSD1 FCHSD2 FEN1 FER FERMT2 FES FGF8 FHOD1 FIS1 FLNA FMN1 FSCN1 FUZ FYCO1 G3BP1 G3BP2 GIT1 GNL3 GPER1 GPR65 GPSM2 GRB2 GRN GSK3A GSK3B GSN GTF2H2 GZMB HAP1 HCK HIF1A HIP1R HMBOX1 HNRNPA1 HNRNPA2B1 HNRNPD HOXA13 HRK HSPA1A HSPA1B HTRA2 HTT IFT20 IFT88 IGF1 IGF2 IL1A IL1B IL5 INO80 INO80B INO80C INO80D INO80E INS INSR IRGM ITGB1BP1 KAT5 KATNB1 KATNBL1 KCTD17 KDR KIRREL1 LCP1 LIG4 LIMCH1 LIMK1 LMAN1 LMOD1 LMOD2 LNPK LPAR1 LRP5 LRSAM1 MACROH2A1 MAD2L1BP MAGEL2 MAP1B MAP2K7 MAP3K4 MAPK1 MAPK15 MAPK3 MAPK8 MAPK9 MAPKAPK5 MAPRE1 MAPT MARCHF5 MARK4 MCOLN1 MCRS1 MCU MECP2 MEIOSIN MET MFF MGARP MIEF1 MIEF2 MIR1-1 MIR144 MLLT11 MLST8 MMP9 MNS1 MOAP1 MORC2 MPHOSPH8 MRE11 MSN MSX1 MSX2 MTOR MTSS1 MUL1 MYLK3 MYOC NABP2 NAF1 NAV3 NBN NCAPD2 NCAPD3 NCAPG NCAPG2 NCAPH NCAPH2 NCK1 NCK2 NCKAP1 NCKAP1L NEK2 NEK7 NES NF2 NFRKB NMT1 NOD2 NPHS1 NPM2 NPR2 NRP1 NSMCE2 NUMA1 NUP62 NUSAP1 OCLN OOEP OSBP P2RX7 PAK1 PAN2 PAN3 PARK7 PARN PDCD5 PDCD6IP PDE4DIP PDGFB PDGFRB PDXP PFDN2 PFN1 PFN2 PFN3 PGAM5 PHIP PINK1 PIP4K2A PIP4K2B PIP4K2C PIWIL2 PKIB PLA2G5 PLAUR PLCB1 PLD6 PLEK PLK4 PLXNA3 PMAIP1 PML PNKP POT1 PPARGC1A PPHLN1 PPM1E PPM1F PPP1R10 PPP1R35 PPP3CB PRAP1 PRDM7 PRDM9 PRKCE PRKCQ PRKD1 PRKN PROX1 PRRT2 PSRC1 PTK2B PXN PYCARD RAB3GAP1 RAB3GAP2 RAC1 RAD21 RAD50 RAD51AP1 RALA RALB RALBP1 RAPGEF3 RB1 RESF1 RGCC RHOA RHOC RICTOR ROCK2 RP1 RPS3 RTEL1 RUVBL1 RUVBL2 S100A10 SASS6 SAXO1 SCIN SDC1 SDC4 SDCBP SEMA5A SEPTIN7 SEPTIN9 SERPINF2 SETDB1 SETDB2 SFRP1 SH2B1 SH3GLB1 SHCBP1L SIRT2 SIRT6 SLAIN1 SLAIN2 SLC25A4 SLC25A5 SLF1 SLF2 SLX1A SLX1B SLX4 SMAD3 SMC2 SMC4 SMC5 SMCR8 SMPD3 SNCA SNX18 SNX30 SNX4 SNX7 SNX9 SORBS3 SPAG5 SPAST SPHK1 SPIRE1 SRC SSBP1 STIL STMN2 STRA8 STX18 SURF4 SWAP70 SYNJ1 SYNPO SYNPO2 SYNPO2L SYT1 SYT9 TACR1 TAL1 TAPT1 TASOR TCP1 TENM1 TERF1 TERF2 TERF2IP TESK1 TFPT TGFA TGFB3 TGFBR1 TINF2 TMED9 TNF TNFSF10 TNKS TNKS2 TOGARAM1 TOM1 TP53 TPM1 TPR TREM2 TRIM27 TRIM28 TRPV4 UBAP2L UBE2B UBE2C UCHL5 ULK1 UVRAG VASP VDAC1 VIL1 VPS13D VPS35 VPS4B WASF1 WASF2 WASF3 WASHC2C WDR1 WDR45 WHAMM WIPI1 WNT11 WNT4 WNT5A WRAP73 XRCC5 YY1 ZDHHC6 ZMYND10 ZNF205 ZNF304 GOBP_POSITIVE_REGULATION_OF_ORGANIC_ACID_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_ORGANIC_ACID_TRANSPORT ABAT ABCB11 ACE2 ACSL1 ACSL5 ADORA2A ARL6IP1 AVP AVPR1A AVPR1B CLTRN CYP4A11 CYP4F2 DTNBP1 EDN1 ERFE FABP3 GABBR1 IL1A IL1B ITGB1 KMO MAP2K6 MIF NTSR1 P2RX4 P2RX7 PLA2G10 PLA2G3 PLA2G4A PLA2R1 PSEN1 PTGES RAB3GAP1 SLC12A2 SLC17A8 SLC38A1 SLC38A3 SLC6A1 SLC7A5 SSTR4 STXBP1 SYT4 TNFRSF11A TNFSF11 TRH GOBP_POSITIVE_REGULATION_OF_ORGAN_GROWTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_ORGAN_GROWTH ACACB AKAP6 AKT1 ARX BASP1 BMP10 BMPR1A CDK1 EDN1 ERBB4 FGF2 FGF8 FGF9 FGFR2 GATA6 GLI1 HEY2 HLX IGF1 IGF2 IL7 MAPK14 MEF2C MIR17HG MIR199A1 MIR19A MIR19B1 MIR204 MIR208A MIR222 MIR509-1 MIR548C MIR590 NOTCH1 PARP2 PIM1 PROX1 RAG2 RBPJ SASH3 SERP1 SMO TBX2 TBX20 TBX5 TGFBR3 WNT2 WT1 YAP1 YBX3 ZFPM2 GOBP_POSITIVE_REGULATION_OF_OSSIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_OSSIFICATION ACTN3 ACVR1 ACVR2A ACVR2B ADCY10 ADGRV1 ADRB2 ALOX5 ANO6 ATP2B1 ATRAID BMP2 BMP4 BMP6 BMP7 BMPR1A BMPR1B BMPR2 CCN1 FAM20C FBN2 FZD9 GPM6B ISG15 KL LTF MEF2C NELL1 NIPBL OSR1 OSR2 P2RX7 PKDCC PTH PTN PTPN11 RXRA RXRB SETD2 SLC20A2 SLC8A1 SMAD3 SOX11 TACR1 TENT5A TFAP2A TMEM119 TOB2 VDR WNT10B WNT4 WNT5A ZBTB16 GOBP_POSITIVE_REGULATION_OF_OSTEOBLAST_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_OSTEOBLAST_DIFFERENTIATION ACVR1 ACVR2A ACVR2B ATRAID BMP2 BMP4 BMP6 BMP7 BMPR1A BMPR1B BMPR2 CCN1 CCN4 CEBPA CEBPB CEBPD CLIC1 CTHRC1 CTNNB1 CTNNBIP1 DDR2 DNAI3 FAM20C FBN2 FBXO5 FERMT2 FFAR4 FGF2 GDF10 GDPD2 GLI3 HGF IFITM1 IGF1 IL6 IL6R IL6ST ILK JAG1 JUND LRP3 LRP5 LTF MEF2C MIR200C MIR20A MIR20B MIR21 MIR210 MIR27A MIR548D1 MSX2 NELL1 NPNT NPPC PPP3CA PRKD1 RUNX2 SCUBE3 SFRP2 SMAD1 SMAD5 SOX11 SUCO TENT5A TMEM119 TP63 WNT10B WNT4 WNT7B WWTR1 YAP1 ZHX3 GOBP_POSITIVE_REGULATION_OF_OSTEOBLAST_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_OSTEOBLAST_PROLIFERATION ABL1 BMP2 CCN1 CTHRC1 GATA1 HPSE IGF1R ITGAV ITGB3 LRP5 LTF SOX8 TMEM119 GOBP_POSITIVE_REGULATION_OF_OSTEOCLAST_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_OSTEOCLAST_DIFFERENTIATION CCR1 CREB1 CSF1 FOS GPR68 IFNG IL12B IL17A IL20 IL23A IL23R KLF10 NEDD9 NOTCH2 OCSTAMP POU4F1 POU4F2 PPARGC1B PPP3CA RPTOR SLC9B2 TMEM64 TNF TNFSF11 TRAF6 TREM2 TYROBP GOBP_POSITIVE_REGULATION_OF_OXIDATIVE_STRESS_INDUCED_INTRINSIC_APOPTOTIC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_OXIDATIVE_STRESS_INDUCED_INTRINSIC_APOPTOTIC_SIGNALING_PATHWAY ADCY10 FBXW7 MCL1 NOX1 PARK7 SFPQ SOD1 VNN1 GOBP_POSITIVE_REGULATION_OF_OXIDOREDUCTASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_OXIDOREDUCTASE_ACTIVITY ABL1 ABL2 AGT AGTR1 AGTR2 AKT1 APOE ATP7A CDH3 COA8 COX17 CYP27B1 DHFR DHFRP1 EDN1 EDN2 EDN3 FCER2 FDX1 FDX2 FGF23 FTMT FXN GCH1 GDNF HIF1A HTR2B IFNG IL1B INS NDUFA4 NOD2 NOS1AP NPR3 NUS1 PARK7 PIK3CB POR RFK S100A1 SCARB1 SIRT3 SNCA TERF2 TERT TNF VDR GOBP_POSITIVE_REGULATION_OF_P38MAPK_CASCADE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_P38MAPK_CASCADE AGER BMP2 BMP4 GADD45A GADD45B GADD45G GDF6 HAND2 IL1B LEP MAP3K3 MAP3K4 MAP3K5 MFHAS1 MINK1 MIR181A2 MIR181B1 MIR181D NCF1 OPRK1 PJA2 PRMT1 RELL1 RELL2 SASH1 SPHK1 SPI1 STK39 VEGFA XDH ZC3H12A GOBP_POSITIVE_REGULATION_OF_PATTERN_RECOGNITION_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PATTERN_RECOGNITION_RECEPTOR_SIGNALING_PATHWAY ANKRD17 ATAT1 BRCC3 BTK CAV1 CD14 CD36 CYBA DDX3X DDX60 DHX33 DHX58 F2RL1 FLOT1 GBP2 GBP5 HMGB1 HSPA1A HSPA1B IFI35 LBP LRCH4 LTF MAPK8 MARK4 MAVS MFHAS1 MYD88 NAGK NEK7 NINJ1 NR1H3 OASL PELI1 PJA2 PLCG2 PPP2CA PRKD1 PTPN22 PUM1 PUM2 RSAD2 RTN4 SLC15A3 SLC15A4 SLC46A2 STMP1 TASL TICAM2 TIRAP TLR1 TLR4 TLR6 TLR9 TREML4 TRIM15 TRIM3 USP15 USP17L2 USP50 WDFY1 ZCCHC3 ZDHHC5 ZNRF1 GOBP_POSITIVE_REGULATION_OF_PEPTIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PEPTIDASE_ACTIVITY ACER2 ACVR1C AGER AIFM1 AIM2 ANP32B APAF1 APH1A APH1B ARL6IP5 ASPH ATP2A3 BAD BAK1 BAX BBC3 BCAP31 BCL10 BCL2L10 BCL2L13 BID BLID BOK CARD8 CARD9 CASC2 CASP1 CASP10 CASP2 CASP8 CASP8AP2 CASP9 CIDEB CLDN3 CLDN4 CLEC7A COL4A3 CR1 CRADD CTSD CTSH CTSK CTSL CTSS CTSV CYCS CYFIP2 DAP DAPK1 DDRGK1 DDX3X DIABLO DLC1 EFNA1 EFNA3 EGLN3 EIF2AK3 EPHA4 F2R F3 FADD FAM162A FAS FASLG FIS1 FOXL2 FYN GPER1 GRAMD4 GRIN1 GRIN2A GRIN2B GRN GSN HIP1 HIP1R HMGB1 HSPD1 HSPE1 HTRA2 IFI16 IFT57 JAK2 KHDC1 KHDC1L LAPTM5 LCK LGALS9 LGMN LYN MALT1 MAP3K5 MAPK12 MAPT MBP MEFV MIR15A MIR17 MIR205 MIR21 MIR27B MIR29B1 MIR92A1 MTCH1 MUL1 MYC NCSTN NDUFA13 NGFR NKX3-1 NLRC4 NLRP1 NLRP12 NLRP2 NLRP3 NOD1 NODAL PDCD2 PDCD5 PDCD6 PERP PICALM PIDD1 PINK1 PMAIP1 PPARG PPM1F PRELID1 PRR7 PRSS22 PSENEN PSME1 PSME2 PSME3 PYCARD RACK1 RCN3 REST RFPL1 RIPK2 ROBO1 ROCK2 RPS27L RPS3 S100A8 S100A9 SEMG1 SEMG2 SENP1 SERPINB3 SIRT1 SLC22A2 SMAD3 SNCA SOX7 ST18 ST20 STAT3 SYK TANK TBC1D10A TNF TNFSF10 TNFSF15 TTBK1 UACA USP50 VCP VSIR XDH GOBP_POSITIVE_REGULATION_OF_PEPTIDE_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PEPTIDE_SECRETION AACS ABAT ABCC8 ACSL4 ADCY8 ADCYAP1 ADORA1 AIMP1 ANO1 BAD BAIAP3 BLK C1QTNF12 C2CD2L CAPN10 CASR CD38 CFTR CHRM3 CRH DOC2B DRD2 F2 F2RL2 FFAR1 FFAR2 FFAR4 FGA FGB FGG GABBR1 GCG GCK GHRH GHRHR GHRL GIP GIPR GLUD1 GNA11 GPER1 GPLD1 GPR27 GPR68 GRP HFE HIF1A HLA-DRB1 ILDR1 INS IRS2 ISL1 ITPR1 JAK2 KISS1 LRRC8A MCU MPC2 MYRIP NADK NKX6-1 NLGN2 NNAT NR0B2 NR1H4 ORAI1 OSBP PCK2 PDX1 PFKFB2 PFKM PLA2G6 PLCB1 PPP3CB PRKACA PRKAR1A PRKCB PRKCE PRKD1 PSMD9 RAB8B RAPGEF4 RASL10B RBP4 RFX6 RPH3AL S100A8 SCT SELENOT SERP1 SIRT3 SIRT6 SLC2A2 SLC30A8 SNAP25 SOX4 SPINK1 SRI STX4 SYBU TARDBP TCF7L2 TFR2 TM7SF3 TNFSF11 TRH TRPM4 TUNAR UCN UCN3 VSNL1 GOBP_POSITIVE_REGULATION_OF_PEPTIDYL_LYSINE_ACETYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PEPTIDYL_LYSINE_ACETYLATION AUTS2 BAZ1B BRCA1 DDX21 DEK DIP2A DIP2B ERCC6 MYBBP1A PML PPARGC1A PRKAA1 PRKAA2 SF3B1 SMARCA5 SOX4 GOBP_POSITIVE_REGULATION_OF_PEPTIDYL_SERINE_PHOSPHORYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PEPTIDYL_SERINE_PHOSPHORYLATION AKAP9 AKT1 ANGPT1 APP ARAF ATP2B4 AVP AXIN1 BAG4 BCAR3 BCL2 BDNF BRAF CALCR CAPRIN2 CAV1 CD44 CHRNA7 CNOT9 CREBL2 CSF3 DOCK7 EGFR EIF4G1 FNIP1 FNIP2 GCG GSK3A HAX1 HCLS1 HDAC6 HSP90AA1 HSP90AB1 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IFNE IFNG IFNK IFNW1 IL11 IL6 IP6K2 IRGM LATS1 LIF MAD2L2 MAPKAP1 MIF MTCP1 NGF NOS1 NTF3 NTF4 NTRK2 NTRK3 OPRD1 OSM PAK1 PARK7 PDCD10 PFN2 PIK3CA PINK1 PRKD1 PTGS2 RAF1 RAMP3 RET RIPK2 RPTOR SFRP2 SH2D3A SH2D3C SMYD3 SNCA SPRY2 STK4 STOX1 TBK1 TCL1A TCL1B TENM1 TFRC TGFB1 TNF TNKS1BP1 TRIM6 TXN UCN VEGFA WNT3A WNT5A GOBP_POSITIVE_REGULATION_OF_PEPTIDYL_SERINE_PHOSPHORYLATION_OF_STAT_PROTEIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PEPTIDYL_SERINE_PHOSPHORYLATION_OF_STAT_PROTEIN IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IFNE IFNG IFNK IFNW1 LIF RET GOBP_POSITIVE_REGULATION_OF_PEPTIDYL_THREONINE_PHOSPHORYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PEPTIDYL_THREONINE_PHOSPHORYLATION ADCY10 APP AXIN1 AZU1 CAB39 CALM1 CALM2 CALM3 CEMIP CHI3L1 EGF GCG GSK3A IRGM MAPK1 PLK1 PRKAG2 RIPK2 RPTOR S1PR2 SPHK1 STOX1 TGFB1 TNKS1BP1 TRIM6 TRPC5 UBE2K WNK3 WNT5A GOBP_POSITIVE_REGULATION_OF_PEPTIDYL_TYROSINE_PHOSPHORYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PEPTIDYL_TYROSINE_PHOSPHORYLATION ABI1 ABL1 ACE ACVR1 ADAM17 ADIPOQ ADNP ADRA2A AGT ANGPT1 ANGPT4 AREG ARHGEF2 ARL2BP BANK1 BMP6 CASS4 CCL5 CD36 CD3E CD4 CD40 CD44 CD74 CD80 CLCF1 CLEC6A CNTF CRLF1 CSF1R CSF2 CSF3 CSH1 CSH2 CSHL1 CSPG4 CTF1 DGKQ DLG3 DLG4 DOK7 EFNA1 EFNA5 EGF EHD4 ENPP2 EPGN EPHA4 EPO ERBB3 ERBB4 FBXW7 FCGR1A FGF10 FGF7 FGF8 FGFR3 FLT3 FYN GATA1 GFRA1 GH1 GH2 GHR GPRC5B GREM1 GRM5 HAX1 HBEGF HCLS1 HDAC2 HES1 HES5 HGF HPX HSF1 HTR2A IFNG IFNL1 IGF1 IGF2 IL11 IL12A IL12B IL13 IL15 IL18 IL2 IL20 IL21 IL23A IL23R IL24 IL3 IL31RA IL34 IL4 IL5 IL6 IL6R IL6ST ISL1 ITGA5 ITGB3 JAK2 KIT KITLG LACRT LEP LIF LILRA5 LRP4 LRP8 LRRK1 LYN MIF MIR19A MIR19B1 MIR221 MLST8 MTOR NCF1 NEDD9 NOD2 NOX4 NRP1 NTF3 OSBP OSM PAK2 PARP14 PARP9 PDGFB PECAM1 PIBF1 PLCG2 PLPP3 PRNP PTK2B PTK6 PTPN1 PTPN11 PTPRC PTPRJ RELN RICTOR RIPK2 SEMA4D SRC SRCIN1 SYK TDGF1 TGFA TGFB1 THBS4 TNF TNFRSF14 TNFRSF18 TNFRSF1A TNFSF18 TNK2 TP53 TREM2 TSLP UNC119 VEGFA VTN YES1 GOBP_POSITIVE_REGULATION_OF_PEROXISOME_PROLIFERATOR_ACTIVATED_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PEROXISOME_PROLIFERATOR_ACTIVATED_RECEPTOR_SIGNALING_PATHWAY ALOX15B ASXL2 BMP2 CITED2 FABP5 GPS2 LEP LMO3 PTGIS GOBP_POSITIVE_REGULATION_OF_PHAGOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PHAGOCYTOSIS ABCA7 AHSG ANO6 APOA1 APOA2 APPL2 AZU1 BCR BTK C2 C3 C4A C4B CALR CAMK1D CCL2 CD300LF CD36 CD47 CFP CLEC7A COLEC10 COLEC11 CYBA DOCK2 F2RL1 FCER1G FCGR1A FCGR2B FCN1 FCN2 FCN3 FPR2 GAS6 GATA2 IFNG IL15 IL15RA IL1B IL2RB IL2RG ITGA2 LMAN2 LYAR MBL2 MERTK MIR17 MIR183 MIR20A MYO18A NCKAP1L NOD2 PLA2G5 PLCG2 PTPRC PTPRJ PTX3 PYCARD RAB27A RAB31 SFTPD SIRPA SIRPB1 SIRPG SLC11A1 SOD1 SPACA3 STAP1 TNF TREM2 TUB TULP1 GOBP_POSITIVE_REGULATION_OF_PHOSPHATASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PHOSPHATASE_ACTIVITY AGTR2 BMP2 CALM1 CALM2 CALM3 CD300A CD33 CHP2 FCRL3 GNA12 GPLD1 HSP90AB1 IFNG ITGA1 MAGI2 MEF2C MTMR9 MTOR PDGFRB PLEK PPP1R12A PPP1R14D PPP1R15A PPP1R15B PTPA PTPRC RIPK3 ROCK1 GOBP_POSITIVE_REGULATION_OF_PHOSPHATIDYLINOSITOL_3_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PHOSPHATIDYLINOSITOL_3_KINASE_ACTIVITY AMBRA1 ATG14 CCL19 CCL21 CCR7 CD19 EPHA8 FGF2 FGFR3 FGR FLT1 FLT3 IRS1 KIT NOD2 P2RY12 PDGFRA PDGFRB PRKD1 TEK TGFB1 GOBP_POSITIVE_REGULATION_OF_PHOSPHATIDYLINOSITOL_3_KINASE_PROTEIN_KINASE_B_SIGNAL_TRANSDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PHOSPHATIDYLINOSITOL_3_KINASE_PROTEIN_KINASE_B_SIGNAL_TRANSDUCTION ADAM8 AGT AKR1C2 AKR1C3 ANGPT1 ARRB2 AXL BAG4 BECN1 C1QBP C1QTNF1 C1QTNF12 CALCR CASS4 CBL CCL19 CCL21 CCL3 CCL5 CCR7 CD28 CHI3L1 CPNE1 CSF1R CSF3 CX3CL1 CX3CR1 DCN DDR1 DDR2 EGF EGFR ENG ERBB3 ERFE EXTL3 F10 F2R F2RL1 F3 F7 FAM110C FERMT2 FGF2 FGFR1 FGR FLT1 FLT3 FN1 FSHR GAS6 GATA3 GCNT2 GDF15 GFRAL GH1 GPER1 GPX1 H19 HAX1 HBEGF HCLS1 HCST HGF HIP1 HPSE HSP90AA1 HSP90AB1 IAPP IGF1 IGF1R IGF2 IGFBP5 IL18 IL26 INS INSR ITGB1 ITGB1BP1 JAK2 KDR KIT LEP LIN28A LRP2 LTK MAZ MC1R MEIS3 MFHAS1 MIR126 MIR132 MIR138-1 MIR143 MIR199A1 MIR21 MIR221 MIR222 MIR29A MIR675 MST1R MTDH MTOR MUSK MYDGF MYOC MYORG NCF1 NEDD4 NKX3-1 NOX4 NTRK1 NTRK2 NTRK3 NTS OSBPL8 OSM P2RX4 P2RY12 PARK7 PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PDPK1 PHB1 PIK3AP1 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R5 PINK1 PLXNB1 PTK2 PTPN6 PTPRJ RAMP3 RASD2 RET RICTOR ROR1 ROR2 RTN4 SELP SEMA3E SEMA4D SEMA5A SIRT1 SOX9 SPRY2 SRC STK3 STOX1 TCF7L2 TEK TGFB1 TGFB2 TGFBR1 THBS1 THPO TNF TNFSF11 TPBG TREM2 TSPYL5 TXN UNC5B WNT16 GOBP_POSITIVE_REGULATION_OF_PHOSPHOLIPASE_A2_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PHOSPHOLIPASE_A2_ACTIVITY AGTR1 ANG AVPR1B PLA2G1B PLAA GOBP_POSITIVE_REGULATION_OF_PHOSPHOLIPASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PHOSPHOLIPASE_ACTIVITY ABL2 ADRA1A AGTR1 ANG APOC2 ARF4 ARHGAP6 ARL1 AVPR1A AVPR1B C5AR1 CCL5 CD86 EDNRA EGFR ESR1 FGF2 FGFR1 FGFR2 FGFR3 FLT1 GNA13 GNA15 GNAQ GPR55 HRAS HTR2A HTR2B ITK KIT LPAR1 LPAR2 NMUR1 P2RY12 P2RY6 PDGFRA PDGFRB PDPK1 PHB1 PHB2 PLA2G1B PLA2G5 PLAA PLCB2 PTH RASGRP4 S1PR4 SELE TXK GOBP_POSITIVE_REGULATION_OF_PHOSPHOLIPID_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PHOSPHOLIPID_BIOSYNTHETIC_PROCESS ACSL3 ADGRF5 CAPN2 CHP1 FABP3 HTR2A HTR2B HTR2C NR1H4 RAB38 GOBP_POSITIVE_REGULATION_OF_PHOSPHOLIPID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PHOSPHOLIPID_METABOLIC_PROCESS ACSL3 ADGRF5 APOC2 CAPN2 CHP1 ENPP7 FABP3 HTR2A HTR2B HTR2C NR1H4 PRKCD RAB38 TAFAZZIN GOBP_POSITIVE_REGULATION_OF_PHOSPHOLIPID_TRANSLOCATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PHOSPHOLIPID_TRANSLOCATION ABCB4 ATP8A1 ATP8A2 FASLG TMEM30A GOBP_POSITIVE_REGULATION_OF_PHOSPHOPROTEIN_PHOSPHATASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PHOSPHOPROTEIN_PHOSPHATASE_ACTIVITY AGTR2 CALM1 CALM2 CALM3 CD300A CD33 FCRL3 GNA12 HSP90AB1 ITGA1 MAGI2 MTOR PDGFRB PPP1R12A PPP1R14D PPP1R15A PPP1R15B PTPA PTPRC GOBP_POSITIVE_REGULATION_OF_PHOSPHORUS_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PHOSPHORUS_METABOLIC_PROCESS ABI1 ABL1 ACE ACSL3 ACVR1 ACVR2A ADAM17 ADAM8 ADAM9 ADCY10 ADCY8 ADCYAP1 ADCYAP1R1 ADGRF5 ADIPOQ ADNP ADORA1 ADRA2A ADRA2B ADRA2C ADRB2 ADTRP AGAP2 AGER AGT AGTR2 AKAP9 AKT1 AKT2 AKTIP ALK ALS2 AMBRA1 ANG ANGPT1 ANGPT4 ANKLE2 APLNR APOC2 APP AR ARAF AREG ARHGEF2 ARHGEF5 ARL2BP ARRB1 ARRB2 ATF2 ATG14 ATP2B4 AURKB AVP AVPR1B AXIN1 AXIN2 AXL AZU1 BAD BAG4 BANK1 BCAR3 BCL10 BCL2 BDNF BEND3 BIRC5 BMP2 BMP4 BMP6 BORA BRAF BRAT1 BTBD10 C3 CAB39 CACUL1 CALCA CALCR CALM1 CALM2 CALM3 CAMK1 CAMKK1 CAMKK2 CAMP CAMTA1 CAPN2 CAPRIN2 CARD10 CARD14 CARTPT CASS4 CAV1 CCDC88A CCL19 CCL21 CCL5 CCN1 CCND1 CCND2 CCND3 CCNY CCR7 CD19 CD24 CD244 CD300A CD33 CD36 CD3E CD4 CD40 CD44 CD6 CD74 CD80 CD86 CDCA2 CDCA8 CDH5 CDK2AP1 CDKN1A CDKN1B CDON CEMIP CENPE CHI3L1 CHP1 CHP2 CHRNA3 CHRNA7 CIB1 CLCF1 CLDN19 CLDN3 CLEC6A CLIP3 CLN3 CLSPN CLU CNEP1R1 CNOT9 CNTF COPS8 CREBL2 CRKL CRLF1 CSF1 CSF1R CSF2 CSF3 CSH1 CSH2 CSHL1 CSNK1D CSPG4 CTF1 CX3CL1 CX3CR1 DAB2 DAB2IP DAXX DDR1 DDR2 DDRGK1 DDX3X DGKQ DGKZ DHX34 DIPK2A DIRAS1 DIRAS2 DKK1 DLC1 DLG3 DLG4 DOCK7 DOK7 DRD4 DSCAM DSTYK DTNBP1 DUSP12 DUSP19 DVL1 DVL2 DVL3 DYNAP ECT2 EDN1 EDN3 EDNRB EEF1A2 EFNA1 EFNA5 EGF EGFR EGR1 EHD4 EIF4G1 ELANE EMP2 ENG ENO1 ENPP2 ENPP7 ENSG00000290147 EPGN EPHA1 EPHA2 EPHA4 EPHA7 EPHA8 EPHB4 EPO ERBB2 ERBB3 ERBB4 EREG ERN1 ERP29 ETAA1 EZH2 F2 FABP3 FAM20A FAS FAXDC2 FBH1 FBXW7 FCGR1A FCRL3 FERMT2 FGF1 FGF10 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFR4 FGR FIZ1 FLCN FLOT1 FLT1 FLT3 FLT4 FMR1 FNIP1 FNIP2 FPR2 FXR1 FXR2 FYN FZD1 FZD10 FZD7 FZD8 GAS6 GATA1 GBA1 GCG GFRA1 GH1 GH2 GHR GLMN GNA12 GPER1 GPLD1 GPNMB GPRC5B GREM1 GRM5 GSK3A GUCA1A HAX1 HBEGF HCLS1 HDAC2 HDAC3 HDAC6 HES1 HES5 HGF HIPK2 HLA-DRB1 HMGA2 HPX HRAS HRH1 HSF1 HSP90AA1 HSP90AB1 HSPA2 HTR2A HTR2B HTR2C IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IFNE IFNG IFNK IFNL1 IFNW1 IGF1 IGF1R IGF2 IL11 IL12A IL12B IL13 IL15 IL18 IL1B IL2 IL20 IL21 IL23A IL23R IL24 IL3 IL31RA IL34 IL4 IL5 IL6 IL6R IL6ST ILK INCENP INHBA INS INSR INSRR IP6K2 IQGAP1 IQGAP3 IRAK1 IRGM IRS1 ISL1 ITGA1 ITGA5 ITGA6 ITGB1BP1 ITGB3 ITLN1 JAK2 JTB KCTD20 KDR KIF14 KIT KITLG KNDC1 KRAS LACRT LAT LATS1 LCP2 LEP LEPR LHCGR LIF LILRA5 LILRB2 LIMCH1 LIMK2 LMO4 LRP4 LRP8 LRRK1 LRRK2 LTF LTK LYN MAD2L2 MAGI2 MALT1 MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K5 MAP2K6 MAP2K7 MAP3K10 MAP3K11 MAP3K12 MAP3K13 MAP3K4 MAP3K5 MAP3K7 MAP4K2 MAPK1 MAPK3 MAPKAP1 MAPRE3 MAPT MARCO MARK2 MAS1 MAVS MEF2C MERTK MET MIF MIR1-1 MIR125B1 MIR128-1 MIR143 MIR19A MIR19B1 MIR21 MIR221 MIR26B MIR30B MIR92A1 MLST8 MMD MMD2 MMP9 MOB1A MOB1B MOB2 MOB3A MOB3B MOB3C MRE11 MRNIP MST1R MT3 MTCP1 MTMR9 MTOR MUSK MYDGF NAB2 NBN NCF1 NCKAP1L NEDD9 NEK10 NGF NIBAN1 NKX3-1 NOD2 NOS1 NOS2 NOS3 NOX4 NPTN NR1H4 NRG1 NRP1 NSMF NTF3 NTF4 NTRK1 NTRK2 NTRK3 NTSR1 ODAM OPRD1 OSBP OSBPL8 OSM P2RX7 P2RY1 P2RY12 P2RY6 PAK1 PAK2 PARK7 PARP14 PARP9 PDCD10 PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PDPK1 PECAM1 PELI2 PFN2 PGF PHB1 PHB2 PIBF1 PID1 PIFO PIH1D1 PIK3CA PIK3CG PIK3R3 PIK3R5 PIK3R6 PILRB PIN1 PINK1 PKD1 PKD2 PLA2G1B PLAUR PLCG2 PLEK PLK1 PLPP3 PPARA PPARGC1A PPARGC1B PPIA PPP1R12A PPP1R14D PPP1R15A PPP1R15B PPP1R16B PPP1R7 PPP2CA PPP2R5A PPP2R5D PRKAG1 PRKAG2 PRKCD PRKD1 PRLR PRNP PROM2 PROX1 PRR5 PRR5L PRRC1 PSEN1 PSMD10 PSRC1 PTAFR PTBP1 PTGES3 PTGS2 PTH PTH1R PTK2 PTK2B PTK6 PTPA PTPN1 PTPN11 PTPRC PTPRJ RAB38 RAC1 RACK1 RAD50 RAF1 RALB RALBP1 RAMP3 RAP1A RAP2A RAP2B RAP2C RAPGEF2 RARRES2 RASGRP1 RASSF2 RB1CC1 RELN RET RGCC RHOA RICTOR RIPK1 RIPK2 RIPK3 ROBO1 ROCK1 ROCK2 ROR1 ROR2 ROS1 RPS3 RPTOR RSPO1 RYK S100A12 S1PR2 SASH1 SDCBP SEMA4D SEMA7A SFRP2 SH2D3A SH2D3C SIRT1 SLC11A1 SLC8A2 SLCO3A1 SMPD1 SMYD3 SNCA SNX9 SOX9 SPATC1L SPDYA SPHK1 SPN SPPL3 SPRY2 SQSTM1 SRC SRCIN1 STK11 STK4 STOX1 STRADA STRADB SYAP1 SYK TAB1 TAB2 TAFAZZIN TAOK2 TAOK3 TBK1 TBX1 TCIM TCL1A TCL1B TDGF1 TEK TELO2 TENM1 TESK1 TF TFRC TGFA TGFB1 TGFB2 TGFBR2 THBS1 THBS4 THPO TIE1 TIGAR TIRAP TLR3 TLR4 TLR6 TMEM119 TMSB4X TNF TNFRSF10A TNFRSF10B TNFRSF11A TNFRSF14 TNFRSF18 TNFRSF1A TNFSF11 TNFSF15 TNFSF18 TNIK TNK2 TNKS1BP1 TOM1L1 TP53 TPD52L1 TPX2 TRAF2 TRAF4 TRAF6 TREM2 TRIM6 TRIM65 TRPC5 TSLP TTBK1 TXN TYRO3 UBE2K UCN UNC119 VCP VEGFA VEGFB VEGFC VEGFD VTN WDFY2 WEE2 WNK3 WNT1 WNT3A WNT5A XRCC5 XRCC6 YES1 ZFP91 ZNF16 ZNF622 GOBP_POSITIVE_REGULATION_OF_PHOSPHORYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PHOSPHORYLATION ABI1 ABL1 ACE ACVR1 ACVR2A ADAM17 ADAM8 ADAM9 ADCY10 ADCY8 ADCYAP1 ADIPOQ ADNP ADRA2A ADRA2B ADRA2C ADRB2 ADTRP AGAP2 AGER AGT AKAP9 AKT1 AKT2 AKTIP ALK ALS2 AMBRA1 ANG ANGPT1 ANGPT4 APLNR APP AR ARAF AREG ARHGEF2 ARHGEF5 ARL2BP ARRB1 ARRB2 ATF2 ATG14 ATP2B4 AURKB AVP AXIN1 AXIN2 AXL AZU1 BAD BAG4 BANK1 BCAR3 BCL10 BCL2 BDNF BIRC5 BMP2 BMP4 BMP6 BORA BRAF BRAT1 BTBD10 C3 CAB39 CACUL1 CALCA CALCR CALM1 CALM2 CALM3 CAMK1 CAMKK1 CAMKK2 CAMP CAPRIN2 CARD10 CARD14 CARTPT CASS4 CAV1 CCDC88A CCL19 CCL21 CCL5 CCN1 CCND1 CCND2 CCND3 CCNY CCR7 CD19 CD24 CD300A CD36 CD3E CD4 CD40 CD44 CD6 CD74 CD80 CD86 CDCA8 CDK2AP1 CDKN1A CDKN1B CDON CEMIP CENPE CHI3L1 CHRNA3 CHRNA7 CIB1 CLCF1 CLDN19 CLDN3 CLEC6A CLIP3 CLN3 CLSPN CLU CNOT9 CNTF COPS8 CREBL2 CRKL CRLF1 CSF1 CSF1R CSF2 CSF3 CSH1 CSH2 CSHL1 CSNK1D CSPG4 CTF1 CX3CL1 CX3CR1 DAB2 DAB2IP DAXX DDR1 DDR2 DDRGK1 DDX3X DGKQ DGKZ DHX34 DIPK2A DIRAS1 DIRAS2 DKK1 DLG3 DLG4 DOCK7 DOK7 DRD4 DSCAM DSTYK DTNBP1 DUSP12 DUSP19 DVL1 DVL2 DVL3 DYNAP ECT2 EDN1 EDN3 EDNRB EEF1A2 EFNA1 EFNA5 EGF EGFR EGR1 EHD4 EIF4G1 ELANE EMP2 ENG ENPP2 EPGN EPHA1 EPHA2 EPHA4 EPHA7 EPHA8 EPHB4 EPO ERBB2 ERBB3 ERBB4 EREG ERN1 ERP29 ETAA1 EZH2 F2 FAM20A FAS FAXDC2 FBH1 FBXW7 FCGR1A FERMT2 FGF1 FGF10 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFR4 FGR FIZ1 FLCN FLOT1 FLT1 FLT3 FLT4 FMR1 FNIP1 FNIP2 FPR2 FXR1 FXR2 FYN FZD1 FZD10 FZD7 FZD8 GAS6 GATA1 GCG GFRA1 GH1 GH2 GHR GLMN GPER1 GPNMB GPRC5B GREM1 GRM5 GSK3A HAX1 HBEGF HCLS1 HDAC2 HDAC3 HDAC6 HES1 HES5 HGF HIPK2 HLA-DRB1 HMGA2 HPX HRAS HSF1 HSP90AA1 HSP90AB1 HSPA2 HTR2A HTR2B IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IFNE IFNG IFNK IFNL1 IFNW1 IGF1 IGF1R IGF2 IL11 IL12A IL12B IL13 IL15 IL18 IL1B IL2 IL20 IL21 IL23A IL23R IL24 IL3 IL31RA IL34 IL4 IL5 IL6 IL6R IL6ST ILK INCENP INHBA INS INSR INSRR IP6K2 IQGAP1 IQGAP3 IRAK1 IRGM IRS1 ISL1 ITGA5 ITGA6 ITGB1BP1 ITGB3 ITLN1 JAK2 JTB KCTD20 KDR KIF14 KIT KITLG KNDC1 KRAS LACRT LAT LATS1 LCP2 LEP LEPR LIF LILRA5 LIMCH1 LIMK2 LMO4 LRP4 LRP8 LRRK1 LRRK2 LTF LTK LYN MAD2L2 MALT1 MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K5 MAP2K6 MAP2K7 MAP3K10 MAP3K11 MAP3K12 MAP3K13 MAP3K4 MAP3K5 MAP3K7 MAP4K2 MAPK1 MAPK3 MAPKAP1 MAPRE3 MAPT MARCO MARK2 MAVS MERTK MET MIF MIR1-1 MIR125B1 MIR128-1 MIR143 MIR19A MIR19B1 MIR21 MIR221 MIR26B MIR30B MIR92A1 MLST8 MMD MMD2 MMP9 MOB1A MOB1B MOB2 MOB3A MOB3B MOB3C MRE11 MRNIP MST1R MT3 MTCP1 MTOR MUSK MYDGF NAB2 NBN NCF1 NCKAP1L NEDD9 NEK10 NGF NIBAN1 NKX3-1 NOD2 NOS1 NOX4 NPTN NRG1 NRP1 NTF3 NTF4 NTRK1 NTRK2 NTRK3 ODAM OPRD1 OSBP OSBPL8 OSM P2RX7 P2RY1 P2RY12 PAK1 PAK2 PARK7 PARP14 PARP9 PDCD10 PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PDPK1 PECAM1 PELI2 PFN2 PGF PHB1 PHB2 PIBF1 PIFO PIH1D1 PIK3CA PIK3CG PIK3R3 PIK3R5 PIK3R6 PILRB PIN1 PINK1 PKD1 PKD2 PLA2G1B PLAUR PLCG2 PLK1 PLPP3 PPARGC1B PPIA PPP2CA PRKAG1 PRKAG2 PRKCD PRKD1 PRLR PRNP PROM2 PROX1 PRR5 PRR5L PRRC1 PSEN1 PSMD10 PSRC1 PTGES3 PTGS2 PTK2 PTK2B PTK6 PTPN1 PTPN11 PTPRC PTPRJ RAC1 RACK1 RAD50 RAF1 RALB RALBP1 RAMP3 RAP1A RAP2A RAP2B RAP2C RAPGEF2 RARRES2 RASGRP1 RASSF2 RB1CC1 RELN RET RGCC RHOA RICTOR RIPK1 RIPK2 RIPK3 ROBO1 ROCK2 ROR1 ROR2 ROS1 RPS3 RPTOR RSPO1 RYK S100A12 S1PR2 SASH1 SDCBP SEMA4D SEMA7A SFRP2 SH2D3A SH2D3C SIRT1 SLC11A1 SLC8A2 SLCO3A1 SMYD3 SNCA SNX9 SOX9 SPATC1L SPDYA SPHK1 SPN SPRY2 SQSTM1 SRC SRCIN1 STK11 STK4 STOX1 STRADA STRADB SYAP1 SYK TAB1 TAB2 TAOK2 TAOK3 TBK1 TBX1 TCIM TCL1A TCL1B TDGF1 TEK TELO2 TENM1 TESK1 TF TFRC TGFA TGFB1 TGFB2 TGFBR2 THBS1 THBS4 THPO TIE1 TIGAR TIRAP TLR3 TLR4 TLR6 TMEM119 TNF TNFRSF10A TNFRSF10B TNFRSF11A TNFRSF14 TNFRSF18 TNFRSF1A TNFSF11 TNFSF15 TNFSF18 TNIK TNK2 TNKS1BP1 TOM1L1 TP53 TPD52L1 TPX2 TRAF2 TRAF4 TRAF6 TREM2 TRIM6 TRIM65 TRPC5 TSLP TTBK1 TXN TYRO3 UBE2K UCN UNC119 VEGFA VEGFB VEGFC VEGFD VTN WDFY2 WEE2 WNK3 WNT1 WNT3A WNT5A XRCC5 XRCC6 YES1 ZFP91 ZNF16 ZNF622 GOBP_POSITIVE_REGULATION_OF_PINOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PINOCYTOSIS ANKFY1 APPL1 APPL2 AXL CDC42 CLN3 PPT1 GOBP_POSITIVE_REGULATION_OF_PLASMA_MEMBRANE_BOUNDED_CELL_PROJECTION_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PLASMA_MEMBRANE_BOUNDED_CELL_PROJECTION_ASSEMBLY ABI2 ACTR2 ACTR3 AGRN AKIRIN1 ANLN APC ARAP1 ARHGAP35 ARPC2 ATMIN ATP7A AUTS2 AVIL BBS4 BRK1 C15orf62 CARMIL2 CCDC88A CCL19 CCL21 CCP110 CCR7 CDC42 CDC42EP1 CDC42EP2 CDC42EP3 CDC42EP4 CDC42EP5 CENPJ CEP120 CEP135 CLRN1 COBL CROCC CYFIP1 DEF8 DNM3 DOCK11 DPYSL3 DZIP1 ENTR1 EPS8 EPS8L1 EPS8L2 EPS8L3 F2RL1 FAM98A FMR1 FNBP1L FRMD7 FSCN1 FUZ GPM6A GSK3B HAP1 HRAS HSP90AA1 HTT IFT20 IFT88 KCTD17 KIT MARK4 MIEN1 MNS1 MSTN MTOR MYO3A MYO3B NCKAP1 NDEL1 NEURL1 NLGN1 NRP1 OCLN P2RX7 P2RY12 PALM PFN1 PIK3CA PIK3R1 PLCE1 PLEK2 PLEKHM1 PLPPR5 PPP1R35 RAC1 RAC2 RALA RHOQ RIPOR2 RP1 SAXO1 SEPTIN7 SEPTIN9 SRF TAPT1 TENM1 TENM2 TGFB3 TGFBR1 TWF2 WASF2 WASHC1 WASL WNT1 WRAP73 ZMYND10 ZMYND8 GOBP_POSITIVE_REGULATION_OF_PLASMINOGEN_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PLASMINOGEN_ACTIVATION ANXA2 CLEC3B ENO1 F12 HPN MELTF PLGRKT S100A10 GOBP_POSITIVE_REGULATION_OF_PLATELET_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PLATELET_ACTIVATION FLNA GP1BA GP1BB GP5 GP9 JAK2 PLA2G4A PLEK SELP TLR4 GOBP_POSITIVE_REGULATION_OF_PLATELET_AGGREGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PLATELET_AGGREGATION CTSG EMILIN1 EMILIN2 F11R GP6 IL6 IL6ST JAK2 MFSD2B MMRN1 PDPN GOBP_POSITIVE_REGULATION_OF_PLATELET_DERIVED_GROWTH_FACTOR_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PLATELET_DERIVED_GROWTH_FACTOR_RECEPTOR_SIGNALING_PATHWAY F3 F7 HIP1 HIP1R MIR296 SRC GOBP_POSITIVE_REGULATION_OF_PODOSOME_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PODOSOME_ASSEMBLY ARHGEF5 CAPG CSF2 FSCN1 IL5 LCP1 MAPK9 MSN RHOA SRC TNF GOBP_POSITIVE_REGULATION_OF_POST_TRANSCRIPTIONAL_GENE_SILENCING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_POST_TRANSCRIPTIONAL_GENE_SILENCING AJUBA BMP4 DGCR8 FMR1 FXR1 LIMD1 PUM1 PUM2 RIPK1 TGFB1 TIAL1 TRIM71 TRUB1 WTIP ZFP36 GOBP_POSITIVE_REGULATION_OF_POST_TRANSLATIONAL_PROTEIN_MODIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_POST_TRANSLATIONAL_PROTEIN_MODIFICATION AIMP2 AMER1 ANGPT1 ARNT ARRDC3 ARRDC4 AUTS2 AXIN1 BAZ1B BAZ2A BCL10 BIRC2 BIRC3 BIRC7 BIRC8 BMI1 BRCA1 BTRC CAV1 CBLB CDC14B CDC20 CDK5RAP3 CENPS CENPX CHFR COMMD1 CRY1 CUL3 DCUN1D1 DCUN1D2 DCUN1D3 DCUN1D4 DCUN1D5 DDX21 DDX3X DEK DERL1 EGR1 ERCC6 FAM107A FANCI FANCM FBXO33 FBXO4 FBXW7 FZR1 GABARAP GCG GNL3 GSK3A GSK3B HCFC1 HDAC3 HDAC4 HSPA5 HSPBP1 HUWE1 INAVA KANSL1 KANSL2 KANSL3 KAT8 KDM1A KLHL40 LAPTM5 LRRK2 MAGEA2 MAGEA2B MAGEC2 MALT1 MAPK9 MARCHF7 MCRS1 MTA1 MUL1 MYBBP1A MYCBP2 NDFIP1 NDFIP2 NELFA NELFE NHLRC1 NMI NOD2 NOP53 NPM1 NSMCE3 OGT PAXIP1 PDCD6 PEF1 PELI1 PHF20 PHF23 PIAS1 PIAS3 PIAS4 PIN1 PINK1 PLK1 PPARGC1A PRDM12 PRICKLE1 PRKN PSMD10 PTEN PTPN22 PTTG1IP RASD2 RASSF5 RBX1 RCHY1 RIPK2 RNF111 RNF180 RPS2 RRP8 RWDD3 SAE1 SENP2 SEPTIN4 SF3B1 SIRT1 SKP1 SKP2 SMARCA5 SPHK1 SPRTN SPSB4 STUB1 SUV39H1 TANK TBC1D7 TICAM1 TNIP1 TOLLIP TOPORS TRAF6 TRIB3 TSPYL5 UBA2 UBB UBE2C UBE2D1 UBE2L3 UBE2N UBE2S UBE2V1 UBE2V2 UBE3A UBQLN1 VCP WBP1L WDR5 WFS1 XIAP ZC3H12A GOBP_POSITIVE_REGULATION_OF_POTASSIUM_ION_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_POTASSIUM_ION_TRANSMEMBRANE_TRANSPORT ACTN2 AKAP6 AKAP9 ALG10B AMIGO1 ANK2 ANO6 ATP1B1 ATP1B2 ATP1B3 EDN3 FLNA FXYD2 GAL GALR2 KCNC1 KCNC2 KCNE1 KCNE5 KCNH2 KCNIP2 KCNJ2 KCNMB1 KCNN4 KCNQ1 LRRC26 LRRC38 LRRC52 LRRC55 MIR1-1 MIR21 NOS1AP NPPA OPRK1 RGS7 RNF207 TREM2 GOBP_POSITIVE_REGULATION_OF_POTASSIUM_ION_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_POTASSIUM_ION_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ACTN2 AKAP6 AKAP9 ALG10B ANK2 ATP1B1 ATP1B2 ATP1B3 FXYD2 GAL GALR2 KCNIP2 LRRC26 LRRC38 LRRC52 LRRC55 MIR1-1 NOS1AP NPPA RNF207 TREM2 GOBP_POSITIVE_REGULATION_OF_POTASSIUM_ION_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_POTASSIUM_ION_TRANSPORT ABCC8 ACTN2 ADORA1 ADRA2A AKAP6 AKAP9 ALG10B AMIGO1 ANK2 ANO6 ATP1B1 ATP1B2 ATP1B3 DLG1 DRD1 EDN3 FHL1 FLNA FXYD2 GAL GALR2 KCNC1 KCNC2 KCNE1 KCNE5 KCNH2 KCNIP2 KCNJ2 KCNMB1 KCNN4 KCNQ1 KIF5B LRRC26 LRRC38 LRRC52 LRRC55 MIR1-1 MIR21 NOS1AP NPPA OPRK1 RGS7 RNF207 TREM2 GOBP_POSITIVE_REGULATION_OF_PRODUCTION_OF_MOLECULAR_MEDIATOR_OF_IMMUNE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PRODUCTION_OF_MOLECULAR_MEDIATOR_OF_IMMUNE_RESPONSE ARID5A ATAD5 B2M BCL10 BTK C17orf99 CAMK4 CARD9 CD160 CD226 CD244 CD28 CD36 CD40 CD55 CD74 CD81 CD86 CLCF1 CLEC7A CLNK DDX1 DDX21 DENND1B DHX36 DNAJB9 EPHB2 EXOSC3 EXOSC6 F2RL1 FFAR2 FFAR3 FZD5 GATA3 GPI GPRC5B HK1 HLA-A HLA-E HLA-F HLA-G HMCES HPX IL10 IL13 IL17A IL17F IL18 IL18R1 IL1B IL1R1 IL2 IL21 IL33 IL4 IL4R IL5 IL6 INAVA IRF5 KIR2DL4 KIT KLK3 KLK5 KLK7 KMT5B KMT5C LACC1 LAPTM5 LILRB1 MAD2L2 MALT1 MAP3K7 MAPKAPK2 MAVS MIF MLH1 MSH2 MYD88 MZB1 NLRP3 NOD1 NOD2 NR4A3 NSD2 P2RX7 PANX1 PAXIP1 PGC PHB1 PHB2 PLCG2 PMS2 PRKCZ PTPN22 PTPRC PYCARD RAET1G RBP4 RIF1 RIGI RIPK2 RSAD2 SASH3 SCIMP SEMA7A SHLD1 SHLD2 SHLD3 SIRT1 SLAMF1 SLC7A5 SPHK2 SPON2 STAT6 STX4 SYK TBX21 TFRC TGFB1 TICAM1 TICAM2 TLR3 TLR4 TLR7 TLR9 TNFRSF14 TNFRSF4 TNFSF13 TNFSF4 TP53BP1 TRAF2 TRAF6 TRIM6 VAMP3 WNT5A XBP1 XCL1 GOBP_POSITIVE_REGULATION_OF_PROGRAMMED_CELL_DEATH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PROGRAMMED_CELL_DEATH ABL1 ACE ACVR1C ADAM8 ADAMTSL4 ADCY10 ADIPOQ ADM ADORA2A AGT AGTR2 AIFM1 AIFM2 AKAP12 AKR1C3 ALDH1A2 ALDH1A3 ANKRD1 ANO6 ANXA1 APAF1 APBB1 APC ARG1 ARHGEF7 ARL6IP5 ASCL1 ATF3 ATF4 ATF6 ATG7 ATM ATP2A2 B4GALT1 BACE1 BAD BAK1 BARD1 BAX BBC3 BCAP31 BCL10 BCL2 BCL2A1 BCL2L11 BCL6 BCLAF1 BECN1 BID BIN1 BMF BMP2 BMP4 BMP7 BMPR1B BNIP3 BNIP3L BOK BRMS1 BTG1 C1QBP C3orf38 CALHM2 CAMK1D CAMK2A CAMK2D CAPN10 CAPN2 CARM1 CASP2 CASP3 CASP6 CASP8 CASP9 CAV1 CCAR1 CCAR2 CCL2 CCL3 CCL5 CCN1 CD160 CD248 CD274 CD40 CD40LG CDC34 CDK19 CDK5 CDK5R1 CDKN1A CDKN2A CFLAR CLEC7A CLIP3 CLU CNR1 CRADD CRYBA1 CSRNP3 CTLA4 CTNNA1 CTNNB1 CTNNBL1 CTSC CTSD CTSH CTSK CTSL CTSS CTSV CXCR2 CYLD CYP1B1 DAB2IP DAPK1 DAPK2 DAPK3 DCUN1D3 DDIT3 DDX19A DDX20 DDX3X DEDD2 DFFA DIABLO DKKL1 DLC1 DNAJA1 DNM1L DNM2 DUSP6 E2F1 E2F3 ECSCR ECT2 EEF1A2 EEF1E1 EIF2B5 EIF2S1 EIF5A EMILIN1 EMILIN2 ENDOG EPHA7 ERCC3 F2RL1 FADD FAF1 FAM162A FANK1 FAP FAS FASLG FBH1 FBXW7 FCER2 FIS1 FLCN FNIP1 FOSL1 FOXA1 FOXL2 FOXO1 FOXO3 FOXP1 FRZB FZD9 G0S2 GADD45A GADD45B GADD45G GAL GATA6 GBP1 GBP2 GBP3 GBP5 GPER1 GPLD1 GRIK2 GRIN2A GRN GSDME GSN GZMA H19 HCAR2 HIP1R HLA-G HMGB1 HMOX1 HOXA13 HOXA5 HPGD HRG HRK HSPD1 HTATIP2 HTR2A HTRA1 HTRA2 HTRA4 HTT HYAL2 IAPP ID3 IDO1 IFIT2 IFNB1 IFNG IGF2R IGFBP3 IL10 IL12A IL12B IL19 IL20RA IL6 INCA1 ING4 ING5 INHBA INHBB INPP5D IP6K2 IRF5 IRF8 ITGA1 ITGA4 ITGA6 ITGB1 ITM2C JAK2 JMY JUN KATNB1 KCNMA1 KLF11 KNG1 LAPTM5 LATS1 LATS2 LCK LEP LGALS1 LGALS16 LGALS2 LGALS9 LILRB1 LPAR1 LRRK2 LTA LTB LTBR LTK LYN MAGED1 MAL MAP2K4 MAP2K6 MAP3K10 MAP3K11 MAP3K20 MAP3K5 MAP3K9 MAPK8 MAPK9 MARK4 MCL1 MEF2C MELK MFN2 MIAT MIR1-1 MIR101-1 MIR103A1 MIR107 MIR125A MIR125B1 MIR132 MIR137 MIR140 MIR146A MIR15A MIR15B MIR16-1 MIR17 MIR181B1 MIR186 MIR195 MIR198 MIR19B1 MIR200A MIR200B MIR204 MIR21 MIR210 MIR221 MIR23A MIR24-1 MIR26B MIR27A MIR27B MIR28 MIR29A MIR29B1 MIR29C MIR320A MIR34A MIR375 MIR449A MIR451A MIR518B MIR675 MIR92A1 MIR98 MLLT11 MMP2 MMP9 MNDA MOAP1 MSX1 MSX2 MTCH1 MTCH2 MYB MYBBP1A MYBL2 MYC NACC2 NCK1 NCK2 NCOA1 NET1 NEURL1 NEUROD1 NF1 NFATC4 NGFR NHERF1 NKX3-1 NLRC4 NLRP2B NOD1 NOS2 NOTCH1 NOTCH2 NOX1 NQO1 NR3C1 NR4A1 NSMAF NTRK1 NTSR1 NUPR1 OLFM1 OMA1 P2RX7 PAK2 PANO1 PARK7 PARP1 PAWR PCSK9 PDCD1 PDCD2 PDCD4 PDCD5 PDIA3 PEA15 PHB1 PHLDA1 PHLDA2 PHLDA3 PIAS4 PIDD1 PIK3CB PIK3CD PIP5KL1 PITX3 PLA2G1B PLA2R1 PLAGL2 PLCG1 PLEKHF1 PLEKHN1 PMAIP1 PML PNMA1 PNMA2 PNMA3 PNMA5 POU4F1 POU4F2 PPARG PPID PPP1CA PPP2R1A PPP2R1B PRDM11 PRELID1 PRF1 PRKCD PRKCI PRKDC PRKRA PRMT2 PRNP PRR7 PSEN1 PTEN PTGIS PTGS2 PTPA PTPN2 PTPRC PTRH2 PXT1 PYCARD QRICH1 RACK1 RAD9A RAPGEF2 RAPSN RARB RARG RASSF2 RASSF6 RBCK1 RBM10 RBM5 REST RET RFPL1 RGCC RHOB RIPK1 RIPK2 RIPK3 RNF122 RNF183 RNPS1 RPL11 RPL26 RPS3 RPS6 RPS6KA2 RPS7 RRP1B RYBP S100A8 S100A9 SAP18 SAV1 SCIN SCRIB SEPTIN4 SERINC3 SFPQ SFRP1 SFRP2 SFRP4 SHQ1 SIAH1 SIK1 SIRT1 SIRT2 SKIL SLC27A4 SLC9A1 SLIT2 SMAD4 SMPD1 SNCA SOD1 SOD2 SOX4 SPDEF SPHK2 SQSTM1 SRC SRPK2 SRPX ST8SIA2 STK17A STK17B STK3 STK4 STPG1 STYXL1 SYCE3 SYK TBX20 TCTN3 TEX261 TFAP2A TFAP2B TFAP4 TFPT TGFB1 TGFB2 TGFB3 TGFBR1 TGM2 THBS1 TIA1 TIGAR TIMP3 TLE5 TLR3 TLR4 TLR6 TMEM164 TNF TNFAIP8 TNFRSF10A TNFRSF10B TNFRSF10C TNFRSF12A TNFRSF1A TNFRSF1B TNFRSF8 TNFSF10 TNFSF12 TOP2A TP53 TP53BP2 TP53INP1 TP63 TP73 TPD52L1 TRADD TRAF2 TRAF7 TRIM35 TRIM39 TRPV1 TSC22D1 TSPO TXNIP UBB UBD UBE2M UBE2Z UNC13B UNC5C USP17L24 USP27X UTP11 VDR VNN1 WNT10B WNT11 WNT5A WWOX ZBP1 ZBTB16 ZC3H12A ZC3H8 ZNF268 ZNF622 ZSWIM2 GOBP_POSITIVE_REGULATION_OF_PROGRAMMED_NECROTIC_CELL_DEATH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PROGRAMMED_NECROTIC_CELL_DEATH AIFM1 CASP6 MIR103A1 MIR107 MIR92A1 PARP1 RIPK1 RIPK3 TP53 TSPO ZBP1 GOBP_POSITIVE_REGULATION_OF_PROSTAGLANDIN_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PROSTAGLANDIN_BIOSYNTHETIC_PROCESS ANXA1 AVP AVPR1A CD74 IL1B PLA2G3 PTGS2 GOBP_POSITIVE_REGULATION_OF_PROTEASOMAL_PROTEIN_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PROTEASOMAL_PROTEIN_CATABOLIC_PROCESS AKT1 ANKIB1 ARIH1 ARIH2 ATXN3 AURKA AXIN1 AXIN2 BAG2 BAG6 BBS7 BCAP31 CAV1 CBFA2T3 CDC20 CDC20B CEBPA CHFR CLU COP1 CSNK1A1 CSNK1D CSNK1E DAB2 DAB2IP DDA1 DDRGK1 DET1 DNAJB2 DVL1 ECSCR ELOB FBXO22 FBXW7 FBXW8 FMR1 FZR1 GABARAP GBA1 GCLC GSK3A GSK3B HECTD1 HERPUD1 HSPA1A HSPA1B HSPBP1 IL33 KCNE2 KEAP1 KLHL40 LRRK2 MAPK9 MDM2 NFE2L2 NKD2 NOP53 NUB1 NUPR1 OSBPL7 PABIR1 PIAS1 PLK1 PLK3 PRICKLE1 PRKN PSEN1 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD10 RACK1 RAD23A RBX1 RCHY1 RFPL1 RNF14 RNF144A RNF144B RNF180 RNF185 RNF19A RNF19B RNF217 RNFT1 RNFT2 SGTA SH3RF1 SH3RF2 SH3RF3 SIRT2 SIRT6 SMAD7 SOCS4 SOCS5 STUB1 SUMO1 SUMO2 TAF1 TMEM259 TMTC3 TREM2 TRIB1 TRIB2 TRIB3 UBQLN1 UBQLN2 USP13 USP5 VCP WFS1 ZER1 ZFAND2A ZYG11B GOBP_POSITIVE_REGULATION_OF_PROTEASOMAL_UBIQUITIN_DEPENDENT_PROTEIN_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PROTEASOMAL_UBIQUITIN_DEPENDENT_PROTEIN_CATABOLIC_PROCESS AKT1 ANKIB1 ARIH1 ARIH2 AURKA AXIN1 AXIN2 BAG2 BBS7 BCAP31 CAV1 CBFA2T3 CDC20 CDC20B CEBPA CHFR CLU COP1 CSNK1A1 CSNK1D CSNK1E DAB2 DDA1 DDRGK1 DET1 DNAJB2 DVL1 ELOB FBXO22 FBXW8 FZR1 GABARAP GBA1 GCLC GSK3A GSK3B HECTD1 HERPUD1 HSPA1A HSPA1B HSPBP1 IL33 KEAP1 KLHL40 LRRK2 MAPK9 MDM2 NFE2L2 NKD2 NOP53 NUB1 PABIR1 PIAS1 PLK1 PLK3 PRICKLE1 PRKN PSEN1 PSMD10 RACK1 RAD23A RBX1 RCHY1 RFPL1 RNF14 RNF144A RNF144B RNF180 RNF19A RNF19B RNF217 SGTA SH3RF1 SH3RF2 SH3RF3 SIRT2 SIRT6 SMAD7 SOCS4 SOCS5 STUB1 SUMO1 SUMO2 TAF1 TRIB1 TRIB2 TRIB3 UBQLN1 UBQLN2 USP5 VCP ZER1 ZFAND2A ZYG11B GOBP_POSITIVE_REGULATION_OF_PROTEIN_ACETYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PROTEIN_ACETYLATION ARID5A AUTS2 BAZ1B BMAL1 BRCA1 CEP295 DDX21 DDX3X DEK DIP2A DIP2B ERCC6 FAM161A KAT5 MIR217 MIR34A MYBBP1A PML PPARGC1A PRKAA1 PRKAA2 SF3B1 SMARCA5 SOX4 TAOK1 GOBP_POSITIVE_REGULATION_OF_PROTEIN_AUTOPHOSPHORYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PROTEIN_AUTOPHOSPHORYLATION ACE CALM1 CALM2 CALM3 DDX3X GPNMB GREM1 INS MRE11 NBN NEK10 PDGFA PDGFB PDGFC PDGFD PRLR RAD50 RAP2A RAP2B RAP2C RASSF2 TAOK2 TNKS1BP1 TOM1L1 VEGFA VEGFC GOBP_POSITIVE_REGULATION_OF_PROTEIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PROTEIN_BINDING ABL1 ADD1 ADD2 AKTIP AMFR ANXA2 APOE APP B2M BAMBI BDNF BLK BMP2 BMP4 CAPRIN2 CAV1 CLDN5 CSF3 DACT1 DERL1 DTX3L EPB41 FKBP1A FLOT1 GSK3B HFE HIP1R HIPK2 IDE LRP1 LRRK2 MARK3 MMP9 NMD3 NRP1 NVL PIN1 PKD1 PPP2CA PPP2CB PRKN PSEN1 RALB RAN RAPGEF2 RIPK2 RPL11 SPPL3 STING1 STK3 STK4 TAF1 TCF7L2 TERT TIAM1 TRIB3 TRIM21 USP33 USP9X VTN WNT3A GOBP_POSITIVE_REGULATION_OF_PROTEIN_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PROTEIN_CATABOLIC_PROCESS ABCA2 ADAM8 ADAM9 ADRA2A AKT1 AMER1 ANKIB1 APC APC2 APOE ARIH1 ARIH2 ASB11 ASB5 ASB9 ATG7 ATXN3 AURKA AXIN1 AXIN2 BAG2 BAG6 BARD1 BBS7 BCAP31 C4BPA C4BPB CAV1 CBFA2T3 CBLB CD81 CDC20 CDC20B CDKN1B CEBPA CHFR CLU COP1 CSNK1A1 CSNK1D CSNK1E CSNK2A1 CUL4A CUL4B DAB2 DAB2IP DACT1 DCAF1 DDA1 DDB1 DDRGK1 DET1 DNAJB2 DTL DVL1 ECSCR EGLN2 ELOB EZR FAF1 FBXL5 FBXO22 FBXW7 FBXW8 FMR1 FOXO1 FURIN FZR1 GABARAP GBA1 GCLC GGA1 GGA3 GPC3 GPLD1 GSK3A GSK3B HAMP HECTD1 HERPUD1 HSP90AA1 HSPA1A HSPA1B HSPBP1 IDE IER3 IFNG IL1B IL33 ITCH KCNE2 KEAP1 KLHL40 LDLR LPCAT1 LRP1 LRP2 LRRK2 MAPK9 MARCHF2 MDM2 MIR181B1 MSN MYLIP NDFIP1 NDUFA13 NEDD4 NEDD4L NFE2L2 NKD1 NKD2 NOP53 NRDC NSF NUB1 NUPR1 OAZ1 OAZ2 OAZ3 OSBPL7 PABIR1 PACSIN3 PCSK9 PIAS1 PLK1 PLK2 PLK3 PRICKLE1 PRKN PSEN1 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD10 RAB7A RACK1 RAD23A RBX1 RCHY1 RDX RFPL1 RGMA RHBDD3 RILP RNF128 RNF14 RNF144A RNF144B RNF180 RNF185 RNF19A RNF19B RNF217 RNF41 RNFT1 RNFT2 SEC22B SGSM3 SGTA SH3D19 SH3RF1 SH3RF2 SH3RF3 SIRT2 SIRT6 SMAD7 SNF8 SNX33 SNX9 SOCS4 SOCS5 SORL1 SOX17 SOX9 STUB1 STX5 SUMO1 SUMO2 TAF1 TIPARP TMEM259 TMTC3 TNF TNFAIP3 TNFRSF1B TNFSF12 TREM2 TRIB1 TRIB2 TRIB3 TRIM32 UBQLN1 UBQLN2 UBR3 USP13 USP5 VCP VGLL4 VIP VPS11 VPS28 VPS35 WFS1 WNT5A ZER1 ZFAND2A ZYG11B GOBP_POSITIVE_REGULATION_OF_PROTEIN_CATABOLIC_PROCESS_IN_THE_VACUOLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PROTEIN_CATABOLIC_PROCESS_IN_THE_VACUOLE CD81 LDLR LRP1 LRP2 MARCHF2 RNF128 GOBP_POSITIVE_REGULATION_OF_PROTEIN_CONTAINING_COMPLEX_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PROTEIN_CONTAINING_COMPLEX_ASSEMBLY ABCA1 ABCA3 AJUBA AKAP9 ALOX15 AMBRA1 ANKRD53 ARF6 ARHGEF5 ARL2 ARPC2 ATAT1 ATM ATR BAG4 BAIAP2 BAIAP2L1 BAIAP2L2 BAK1 BAX BCL2L11 BID BIK BIN1 BMF BRCC3 BRK1 BTK C15orf62 CALY CAND1 CAPG CARMIL1 CARMIL2 CAV3 CCL11 CCL21 CCL24 CCL26 CCR7 CD36 CDC42EP1 CDC42EP2 CDC42EP3 CDC42EP4 CDC42EP5 CDH17 CDH5 CDK5R1 CDK5RAP2 CDKN1B CKAP5 CLASP1 CLEC7A CLIP1 CLU CRACD CRBN CSF2 CSF3 CTTN CXCL13 DAB2IP DCTN1 DDX3X DHX33 DLG1 DRG1 EIF4G1 EVL FAF1 FCHSD1 FCHSD2 FER FERMT1 FERMT2 FES FMN1 FNIP1 FNIP2 FSCN1 GBP2 GBP5 GIT1 GNL3L GRB2 GSK3B HCK HIP1R HRK HSP90AA1 HSPA1A HSPA1B ICE1 IFNG IL5 ISG15 KIRREL1 LCP1 LGALS3 LMOD1 LMOD2 MAP1B MAPK8 MAPK9 MAPRE1 MAPT MARK4 MAVS MECP2 MED25 MET MLST8 MMP1 MMP3 MPP7 MSN MTLN MTOR MYD88 NAV3 NCK1 NCK2 NCKAP1 NCKAP1L NEK7 NPHS1 NR1H2 NRG1 NUMA1 OCLN P2RY12 PAK1 PARK7 PDE4DIP PFN1 PFN2 PIEZO1 PINK1 PLCG2 PLEK PPP2CA PPP2R5B PRKCE PRKD1 PSMC6 PSRC1 PTK2B PTPN22 PYCARD RAC1 RACK1 RAP1B RASIP1 RHOA RHOC RICTOR RPS3 SH3GLB1 SKAP1 SLAIN1 SLAIN2 SLF1 SLF2 SNCA SNX9 SPIDR SRC STMP1 STUB1 SUMO1 SYK TAL1 TCL1A TENM1 TERF1 TFRC TGFB1 TIRAP TLR4 TLR6 TNF TOGARAM1 TP53 TPPP TPPP2 TPPP3 TRABD2A TRABD2B TRIM65 TTBK1 UNC13B USP50 VASP VCP VEGFA WARS1 WASHC2C WNT10B GOBP_POSITIVE_REGULATION_OF_PROTEIN_CONTAINING_COMPLEX_DISASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PROTEIN_CONTAINING_COMPLEX_DISASSEMBLY ACTN2 ADRB2 BNIP3 CALCOCO2 CARMIL1 CARMIL2 CFL2 CRACD DSTN EIF5A EIF5A2 EIF5AL1 F2RL1 FYCO1 GBA1 IGF1R INSR IRGM JMJD4 KATNB1 NES PDXP PLEK SEMA5A SETX SLN SMCR8 SPAST STMN2 TNF TOM1 TRPV4 UVRAG VIL1 WASHC2C WDR1 WNK1 GOBP_POSITIVE_REGULATION_OF_PROTEIN_DEACETYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PROTEIN_DEACETYLATION BAZ2A BRMS1 DYRK1A FNTA HDAC6 IFNG NDN NNMT RRP8 SIRT1 SMARCA5 SUV39H1 GOBP_POSITIVE_REGULATION_OF_PROTEIN_DEPHOSPHORYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PROTEIN_DEPHOSPHORYLATION ADORA1 AGTR2 AMBRA1 ANKLE2 CALM1 CALM2 CALM3 CAMTA1 CD300A CD33 CDCA2 CDH5 CNEP1R1 DLC1 FCRL3 GBA1 GNA12 HSP90AB1 ITGA1 LILRB2 MAGI2 MTOR NSMF PDGFRB PIN1 PINK1 PPIA PPP1R12A PPP1R14D PPP1R15A PPP1R15B PPP1R16B PPP1R7 PPP2R5A PPP2R5D PRKCD PTBP1 PTPA PTPRC SMPD1 SPPL3 TGFB1 GOBP_POSITIVE_REGULATION_OF_PROTEIN_DEPOLYMERIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PROTEIN_DEPOLYMERIZATION ACTN2 CARMIL1 CARMIL2 CFL2 CRACD DSTN F2RL1 KATNB1 NES PDXP PLEK SEMA5A SLN SPAST STMN2 TRPV4 VIL1 WASHC2C WDR1 GOBP_POSITIVE_REGULATION_OF_PROTEIN_DEUBIQUITINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PROTEIN_DEUBIQUITINATION NOP53 TANK TNIP1 VCP ZC3H12A GOBP_POSITIVE_REGULATION_OF_PROTEIN_EXIT_FROM_ENDOPLASMIC_RETICULUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PROTEIN_EXIT_FROM_ENDOPLASMIC_RETICULUM BCAP31 CD81 CRYZL2P-SEC16B EDEM1 EDEM2 SAR1A SAR1B SEC16B SLC35D3 SLC51B SORL1 TM9SF4 TMEM30A TMEM30B GOBP_POSITIVE_REGULATION_OF_PROTEIN_EXPORT_FROM_NUCLEUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PROTEIN_EXPORT_FROM_NUCLEUS ANP32B BAG3 CAMK1 CTDSPL2 EMD GAS6 GSK3B IL1B MDM2 PPM1A PRKACA PRKD1 RAPGEF3 RBM22 SFN SIRT6 TPR XPO4 YWHAE GOBP_POSITIVE_REGULATION_OF_PROTEIN_GLYCOSYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PROTEIN_GLYCOSYLATION ALG10B CHP1 GOLGA2 IL15 POMT1 POMT2 RAMP1 SLC51B GOBP_POSITIVE_REGULATION_OF_PROTEIN_IMPORT_INTO_NUCLEUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PROTEIN_IMPORT_INTO_NUCLEUS BAG3 CDH1 CDK1 CHP2 DMAP1 ECT2 EFCAB7 EP300 FLNA GLI3 HCLS1 HDAC3 HSP90AA1 HYAL2 IFNG IPO5 JAK2 JUP LEP MAPK14 MAVS PIK3R1 PIK3R2 PRKCD PRKD1 PSEN1 PTGS2 RAN RBM22 SHH SMAD3 SMO TARDBP TGFB1 TPR TRIM28 UBR5 ZC3H12A ZIC1 ZPR1 GOBP_POSITIVE_REGULATION_OF_PROTEIN_K63_LINKED_UBIQUITINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PROTEIN_K63_LINKED_UBIQUITINATION BIRC2 DDX3X NOD2 PTPN22 RIPK2 UBE2N UBE2V1 UBE2V2 GOBP_POSITIVE_REGULATION_OF_PROTEIN_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PROTEIN_KINASE_ACTIVITY ABI1 ABL1 ACE ADAM17 ADAM8 ADAM9 ADCY8 ADCYAP1 ADIPOQ ADRA2A ADRA2B ADRA2C ADRB2 AGAP2 AGT AKT1 ALS2 ANG ANGPT1 ARHGEF5 ATP2B4 AXIN1 AXIN2 AZU1 BORA CAB39 CACUL1 CALCA CALM1 CALM2 CALM3 CAMK1 CAMKK1 CAMKK2 CARD10 CARD14 CARTPT CASS4 CCDC88A CCL19 CCL21 CCL5 CCN1 CCND1 CCND2 CCND3 CCNY CCR7 CD24 CD300A CD4 CD40 CD86 CDKN1A CEMIP CENPE CHI3L1 CHRNA3 CIB1 CLSPN CLU COPS8 CSF1 CSF1R DAB2IP DAXX DDR2 DDX3X DIPK2A DIRAS1 DIRAS2 DKK1 DLG3 DLG4 DOK7 DRD4 DUSP19 DVL2 DVL3 DYNAP ECT2 EDN1 EDN3 EFNA1 EGF EGFR EGR1 ELANE EMP2 EPGN EPHA4 ERBB2 ERBB3 EREG ERN1 ERP29 ETAA1 EZH2 FBXW7 FCGR1A FERMT2 FGF1 FGF18 FGF2 FGFR1 FLT1 FLT3 FZD10 GAS6 GH1 GHR GPRC5B GRM5 HMGA2 HRAS HSP90AA1 HSP90AB1 HTR2B IFNG IGF1 IL12B IL18 IL1B IL23A IL23R IL34 IL4 IL6R INS INSR IQGAP1 IRAK1 IRGM ITGB1BP1 ITGB3 JAK2 JTB KIF14 KIT LAT LCP2 LEP LILRA5 LRP8 LRRK2 LTF MALT1 MAP2K1 MAP2K2 MAP2K3 MAP2K5 MAP2K7 MAP3K10 MAP3K11 MAP3K12 MAP3K13 MAP3K4 MAP3K5 MAP3K7 MAP4K2 MAPRE3 MARK2 MIR125B1 MIR143 MIR21 MIR26B MIR92A1 MMD MMD2 MRNIP MST1R MT3 MTCP1 NAB2 NCF1 NEDD9 NEK10 NOD2 NOX4 NRG1 NTF3 NTRK3 OSBPL8 PAK1 PARK7 PDCD10 PDGFA PDGFB PDGFC PDGFD PDGFRB PDPK1 PHB1 PHB2 PIBF1 PIH1D1 PIK3CG PIK3R5 PIK3R6 PILRB PINK1 PKD1 PKD2 PLA2G1B PPIA PPP2CA PRKAG1 PRKAG2 PRKCD PRLR PRNP PROX1 PRRC1 PSMD10 PSRC1 PTK2 PTK2B PTPN1 PTPRC RALB RAP1A RAPGEF2 RASGRP1 RASSF2 RELN RGCC RHOA RIPK3 ROBO1 RPS3 RPTOR S100A12 SASH1 SIRT1 SLC11A1 SLC8A2 SNCA SNX9 SPDYA SRC SRCIN1 STK11 STOX1 STRADA STRADB SYAP1 TAB1 TAB2 TAOK2 TAOK3 TCIM TCL1A TCL1B TDGF1 TELO2 TENM1 TGFB1 TGFB2 TGFBR2 THBS1 TIRAP TLR3 TLR4 TLR6 TNF TNFRSF10A TNFRSF10B TNFRSF11A TNFSF11 TNFSF15 TOM1L1 TPD52L1 TPX2 TRAF2 TRAF4 TRAF6 TTBK1 TXN UNC119 VEGFA WNT5A XRCC5 XRCC6 ZFP91 GOBP_POSITIVE_REGULATION_OF_PROTEIN_KINASE_A_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PROTEIN_KINASE_A_SIGNALING ADGRV1 ADIPOQ ADISSP ADRB2 AKAP12 CALCR IAPP MC1R MIF RAMP3 SPATC1L TCIM GOBP_POSITIVE_REGULATION_OF_PROTEIN_KINASE_C_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PROTEIN_KINASE_C_SIGNALING ADGRV1 ADRA1A CD40 FLT4 MC1R SPHK2 VEGFA WNT11 WNT5A GOBP_POSITIVE_REGULATION_OF_PROTEIN_LOCALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PROTEIN_LOCALIZATION AACS ABAT ABCA12 ABCA7 ABCC8 ABCG1 ABHD17A ABHD17B ABHD17C ABLIM3 ACHE ACSL3 ACSL4 ADAM8 ADAM9 ADCY10 ADCY8 ADORA2A AGR2 AKAP5 AKT1 AKT2 ANG ANK3 ANKRD1 ANO1 ANP32B APBB1 APBB3 APC ARF6 ARHGEF16 ARHGEF5 ARIH2 ATG13 ATP13A2 ATP2B4 ATP2C1 B3GAT3 BAD BAG3 BAIAP3 BAP1 BBC3 BCAP31 BICD1 BLK BMP4 BMP6 C1QTNF12 C1QTNF3 C2CD2L C2CD5 CACNB4 CACNG2 CAMK1 CAPN10 CARD10 CASR CCDC88A CCT2 CCT3 CCT4 CCT5 CCT6A CCT7 CCT8 CD247 CD2AP CD33 CD38 CD81 CDH1 CDK1 CDK5 CDK5R1 CDK5RAP3 CDK9 CEMIP CENPJ CENPQ CEP120 CEP131 CEP135 CEP250 CEP290 CEP295 CFTR CHP1 CHP2 CHRM1 CHRM3 CIB1 CLIP3 CLN3 CLSTN3 CNPY4 CNST CORO2B CREBBP CROCC CRYZL2P-SEC16B CSNK2A2 CTDSPL2 DDRGK1 DKC1 DLG1 DMAP1 DNM1L DOC2B DPP10 DTX3L DVL1 DZIP1 ECT2 EDEM1 EDEM2 EFCAB7 EGF EGFR EIF2AK3 EIF4G1 EMD ENTR1 EP300 EPB41 EPB41L2 EPHA2 EPHA3 EPHB2 ERBB2 ERBB4 ERGIC3 EXPH5 EZR F2 F2RL1 F2RL2 FBXW7 FERMT2 FFAR1 FFAR2 FGA FGB FGG FIS1 FLNA FRMD4A FYN FZD5 GAS6 GAS8 GCG GCK GHRL GIP GIPR GLI3 GLIS2 GLUD1 GNA11 GNAI1 GNL3 GNL3L GOLPH3 GOLPH3L GPD1L GPER1 GPLD1 GPR137B GPR27 GPR68 GPSM2 GSK3A GSK3B GZMB HCAR2 HCLS1 HDAC3 HIF1A HLA-DRB1 HPCA HPS4 HRAS HSP90AA1 HSP90AB1 HSPA1L HTRA2 HUWE1 HYAL2 ICE1 IER3IP1 IFNG IGF1 IL13 IL1A IL1B INS IPO5 IPO7 IRS2 ISL1 ITGA3 ITGAM ITGB1 ITGB1BP1 ITGB2 ITPR1 JAK1 JAK2 JUP KAT7 KCNB1 KCNN4 KIF20B KIF5B LAMTOR1 LAMTOR5 LARP7 LEP LEPROT LGALS3 LIMK2 LRIG2 LRP1 LRP4 LRRC8A MAP1A MAPK14 MAPK8 MAPT MARK4 MAVS MCRS1 MCU MDM2 MEAK7 MEPCE MESD MFF MGAT3 MICALL2 MIEF1 MIEF2 MIR199B MIR223 MIR520B MIR520E MPC2 MSN MTCL1 MYH10 MYO18A MYO1C MYOM1 MYRIP NADK NECAB2 NEDD9 NF2 NGFR NKD2 NKX6-1 NLGN2 NMD3 NMT1 NNAT NPEPPS NPM1 NR0B2 NR1H2 NR1H4 NUMA1 NUP62 OAZ1 OAZ2 OAZ3 OR51E2 ORAI1 ORMDL3 OSBP P2RX7 PARD6A PARK7 PARP1 PARP9 PCK2 PCM1 PCNT PCSK1 PDCD10 PDCD5 PDPK1 PDX1 PDZK1 PECAM1 PFKFB2 PFKM PGRMC1 PIAS1 PIK3CA PIK3R1 PIK3R2 PINK1 PINX1 PLA2G1B PLA2G6 PLCB1 PLK1 PLK3 PLS1 PPARG PPIA PPID PPM1A PPP1R9B PPP3CB PRKAA1 PRKAA2 PRKACA PRKAR1A PRKCB PRKCD PRKCE PRKCH PRKCI PRKCZ PRKD1 PRKG2 PRKN PRNP PRR5L PSEN1 PSMD9 PTGS2 PTP4A3 PTPN23 PTPN9 PYHIN1 RAB11FIP2 RAB29 RAB38 RAC2 RACK1 RAMP3 RAN RANGRF RAPGEF3 RAPGEF4 RBM22 RBP4 RDX RER1 RFX6 RHOG RHOU RIC3 RIPOR1 RNF31 ROCK2 RPH3AL RTN4 RUFY3 SAE1 SAR1A SAR1B SEC16B SEC24A SERP1 SESN2 SFN SH3GLB1 SHH SIRT3 SIRT6 SLC2A2 SLC30A8 SLC35D3 SLC51B SLC5A3 SMAD3 SMO SNAP25 SNCA SNX33 SORBS1 SORL1 SOX4 SPTBN1 SQSTM1 SRC SREBF2 SRI SSH1 STAC STAC2 STAC3 STK11 STOM STX3 STX4 SYBU SYT11 SYTL4 TARDBP TCAF1 TCAF2 TCF7L2 TCP1 TENM1 TERT TESK1 TFRC TGFB1 TGFB2 TGFB3 TLR2 TLR4 TM7SF3 TM9SF4 TMED10 TMEM132A TMEM30A TMEM30B TMEM35A TNF TNFAIP6 TOMM7 TOMM70 TPR TRAPPC12 TREM2 TRH TRIM28 TRIM8 TRPM4 TSG101 TTN TUNAR TYK2 TYROBP UBE2D3 UBE2J2 UBE2L3 UBL4B UBL5 UBR5 UCN3 UNC13B USP36 VAMP2 VEGFC VIL1 VPS11 VPS28 VPS35 VRK1 VSNL1 WLS WNK3 WNT3A WNT5A WNT7A WRAP53 WWTR1 XPO4 YAP1 YWHAE ZC3H12A ZDHHC2 ZDHHC5 ZDHHC8 ZFAND1 ZIC1 ZPR1 GOBP_POSITIVE_REGULATION_OF_PROTEIN_LOCALIZATION_TO_CELL_CORTEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PROTEIN_LOCALIZATION_TO_CELL_CORTEX EPB41 EPB41L2 GNAI1 GPSM2 NUMA1 PPP1R9B GOBP_POSITIVE_REGULATION_OF_PROTEIN_LOCALIZATION_TO_CELL_PERIPHERY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PROTEIN_LOCALIZATION_TO_CELL_PERIPHERY ACSL3 AGR2 AKAP5 AKT1 ARF6 ARHGEF16 ATP2B4 ATP2C1 CACNG2 CIB1 CLIP3 CLN3 CNPY4 CNST DLG1 DPP10 EFCAB7 EGFR EIF4G1 EPB41 EPB41L2 EPHA2 EPHA3 EPHB2 EZR GNAI1 GPER1 GPSM2 IFNG ITGA3 ITGB1 KIF5B LGALS3 LRP1 MIR223 NKD2 NUMA1 PDPK1 PGRMC1 PIAS1 PIK3R1 PLS1 PPP1R9B PRKCE PRKCH PRKCI PRNP PTPN9 RAB11FIP2 RAB38 RACK1 RAMP3 RANGRF RER1 RHOG SNCA SORBS1 SPTBN1 SQSTM1 STAC STAC2 STAC3 STX3 STX4 TNF TREM2 VIL1 VPS35 WNK3 WNT3A ZDHHC2 ZDHHC5 ZDHHC8 GOBP_POSITIVE_REGULATION_OF_PROTEIN_LOCALIZATION_TO_CELL_SURFACE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PROTEIN_LOCALIZATION_TO_CELL_SURFACE ABCA12 ABCA7 AKT1 CD247 EPHB2 ERBB4 GPD1L HSP90AB1 LRIG2 MAP1A MIR520B MIR520E RANGRF RIC3 SNX33 STX3 STX4 TM9SF4 TMEM35A TNF TYROBP GOBP_POSITIVE_REGULATION_OF_PROTEIN_LOCALIZATION_TO_CENTROSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PROTEIN_LOCALIZATION_TO_CENTROSOME APC BICD1 CEP250 GSK3B MARK4 NUP62 PARD6A GOBP_POSITIVE_REGULATION_OF_PROTEIN_LOCALIZATION_TO_CILIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PROTEIN_LOCALIZATION_TO_CILIUM CCDC88A CROCC DZIP1 EFCAB7 ENTR1 GAS8 GSK3B GOBP_POSITIVE_REGULATION_OF_PROTEIN_LOCALIZATION_TO_EARLY_ENDOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PROTEIN_LOCALIZATION_TO_EARLY_ENDOSOME DTX3L EGF EZR MGAT3 MSN NF2 RDX ROCK2 SORL1 GOBP_POSITIVE_REGULATION_OF_PROTEIN_LOCALIZATION_TO_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PROTEIN_LOCALIZATION_TO_MEMBRANE ACSL3 AGR2 AKAP5 AKT1 AKT2 ANK3 ARF6 ARHGEF16 ATP2B4 ATP2C1 BBC3 C2CD5 CACNG2 CD81 CDK5 CDK5R1 CEMIP CHP1 CIB1 CLIP3 CLN3 CNPY4 CNST DLG1 DPP10 EFCAB7 EGFR EPHA2 EPHA3 EPHB2 ERBB2 EZR FIS1 FYN GPER1 GZMB HPCA HRAS IFNG ITGA3 ITGAM ITGB1 ITGB1BP1 ITGB2 KCNB1 KIF5B LGALS3 LRP1 LRP4 MAPK8 MESD MFF MIEF1 MIEF2 MIR223 MTCL1 MYO1C NECAB2 NKD2 NLGN2 NMT1 PDCD5 PDPK1 PDZK1 PGRMC1 PIK3CA PIK3R1 PLS1 PPP1R9B PRKCE PRKCH PRKCI PRKN PRNP PTPN9 RAB11FIP2 RACK1 RAMP3 RANGRF RER1 RHOG SLC51B SLC5A3 SORBS1 SPTBN1 SQSTM1 SSH1 STAC STAC2 STAC3 STOM STX3 STX4 TCAF1 TCAF2 TNF TNFAIP6 TREM2 VIL1 WNK3 WNT3A ZDHHC2 ZDHHC5 ZDHHC8 GOBP_POSITIVE_REGULATION_OF_PROTEIN_LOCALIZATION_TO_NUCLEOLUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PROTEIN_LOCALIZATION_TO_NUCLEOLUS CACNB4 MCRS1 NMD3 NPM1 PINX1 TERT GOBP_POSITIVE_REGULATION_OF_PROTEIN_LOCALIZATION_TO_NUCLEUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PROTEIN_LOCALIZATION_TO_NUCLEUS AKT1 BAG3 BMP4 CACNB4 CARD10 CCT2 CCT3 CCT4 CCT5 CCT6A CCT7 CCT8 CD2AP CDH1 CDK1 CDK5RAP3 CHP2 CREBBP DKC1 DMAP1 DTX3L ECT2 EFCAB7 EIF2AK3 EP300 F2 FERMT2 FLNA FYN GLI3 GLIS2 HCLS1 HDAC3 HSP90AA1 HYAL2 IFNG INS IPO5 IPO7 JAK1 JAK2 JUP KAT7 LAMTOR5 LARP7 LEP LIMK2 MAPK14 MAVS MCRS1 MEPCE NGFR NMD3 NPM1 ORMDL3 PARK7 PARP1 PARP9 PIK3R1 PIK3R2 PINX1 PLK1 PPP3CB PRKCD PRKD1 PSEN1 PTGS2 PYHIN1 RAN RBM22 SESN2 SHH SMAD3 SMO SRC STK11 TARDBP TCF7L2 TCP1 TERT TESK1 TFRC TGFB1 TPR TRIM28 TRIM8 TYK2 UBR5 WWTR1 YAP1 ZC3H12A ZIC1 ZPR1 GOBP_POSITIVE_REGULATION_OF_PROTEIN_LOCALIZATION_TO_PLASMA_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PROTEIN_LOCALIZATION_TO_PLASMA_MEMBRANE ACSL3 AGR2 AKAP5 AKT1 ARF6 ARHGEF16 ATP2B4 ATP2C1 CIB1 CLIP3 CLN3 CNPY4 CNST DLG1 DPP10 EGFR EPHA2 EPHA3 EPHB2 EZR GPER1 IFNG ITGA3 ITGB1 KIF5B LGALS3 LRP1 MIR223 NKD2 PDPK1 PGRMC1 PIK3R1 PLS1 PPP1R9B PRKCE PRKCH PRKCI PRNP PTPN9 RAB11FIP2 RACK1 RAMP3 RANGRF RER1 RHOG SORBS1 SPTBN1 SQSTM1 STAC STAC2 STAC3 STX3 STX4 TNF TREM2 VIL1 WNK3 WNT3A ZDHHC2 ZDHHC5 ZDHHC8 GOBP_POSITIVE_REGULATION_OF_PROTEIN_LOCALIZATION_TO_SYNAPSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PROTEIN_LOCALIZATION_TO_SYNAPSE CLSTN3 DVL1 MAPT NLGN2 WNT5A WNT7A GOBP_POSITIVE_REGULATION_OF_PROTEIN_MATURATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PROTEIN_MATURATION ADAM8 ANGPTL8 ANXA2 ASTL BAG2 CCBE1 CLEC3B CNTN2 ENO1 F12 GSN HPN KLKB1 MELTF MMP14 MYH9 NKD2 NLRC4 PLGRKT RHBDD1 S100A10 SOX4 SPON1 SRC TFR2 TNP1 TNP2 GOBP_POSITIVE_REGULATION_OF_PROTEIN_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PROTEIN_METABOLIC_PROCESS ABCA2 ABCB10 ABCG1 ABI1 ABL1 ACE ACER2 ACVR1 ACVR1C ACVR2A ADAM17 ADAM8 ADAM9 ADCY10 ADCY8 ADCYAP1 ADIPOQ ADNP ADORA1 ADRA2A ADRA2B ADRA2C ADRB2 ADTRP AGAP2 AGBL4 AGER AGO2 AGT AGTPBP1 AGTR1 AGTR2 AIFM1 AIM2 AIMP2 AKAP9 AKT1 AKT2 AKTIP ALG10B ALS2 AMBRA1 AMER1 ANG ANGPT1 ANGPT4 ANGPTL8 ANKIB1 ANKLE2 ANP32B ANXA2 APAF1 APC APC2 APH1A APH1B APLNR APOE APP ARAF AREG ARHGEF2 ARHGEF5 ARID5A ARIH1 ARIH2 ARL2BP ARL6IP5 ARNT ARRB1 ARRB2 ARRDC3 ARRDC4 ASB11 ASB5 ASB9 ASPH ASPSCR1 ASTL ATF2 ATG10 ATG14 ATG7 ATP2A3 ATP2B4 ATP5IF1 ATXN3 AURKA AURKAIP1 AURKB AUTS2 AVP AXIN1 AXIN2 AZU1 BACE1-AS BAD BAG2 BAG4 BAG6 BAK1 BANK1 BARD1 BARHL2 BAX BAZ1B BAZ2A BBC3 BBS7 BCAP31 BCAR3 BCL10 BCL2 BCL2L10 BCL2L13 BCL3 BDNF BID BIRC2 BIRC3 BIRC5 BIRC7 BIRC8 BLID BMAL1 BMI1 BMP2 BMP4 BMP6 BOK BOLL BORA BRAF BRAT1 BRCA1 BRMS1 BTRC C1QBP C3 C4BPA C4BPB CAB39 CACUL1 CALCA CALCR CALM1 CALM2 CALM3 CAMK1 CAMKK1 CAMKK2 CAMP CAMTA1 CAPN3 CAPRIN2 CARD10 CARD14 CARD8 CARD9 CARTPT CASC2 CASP1 CASP10 CASP2 CASP3 CASP8 CASP8AP2 CASP9 CASS4 CAV1 CAV3 CBFA2T3 CBLB CCBE1 CCDC22 CCDC88A CCL19 CCL21 CCL5 CCN1 CCND1 CCND2 CCND3 CCNY CCR7 CD24 CD28 CD300A CD33 CD36 CD3E CD4 CD40 CD44 CD6 CD74 CD80 CD81 CD86 CDC123 CDC14B CDC20 CDC20B CDCA2 CDCA8 CDH5 CDK2AP1 CDK5RAP1 CDK5RAP3 CDKN1A CDKN1B CDON CEBPA CEMIP CENPE CENPS CENPX CEP295 CHFR CHI3L1 CHP1 CHRNA3 CHRNA7 CIB1 CIDEB CIRBP CLCF1 CLDN19 CLDN3 CLDN4 CLEC3B CLEC6A CLEC7A CLIP3 CLN3 CLN6 CLSPN CLU CNBP CNEP1R1 CNOT9 CNTF CNTN2 COA3 COL4A3 COMMD1 COP1 COPS8 CPEB3 CR1 CRADD CREBL2 CRKL CRLF1 CRY1 CSDE1 CSF1 CSF1R CSF2 CSF3 CSH1 CSH2 CSHL1 CSNK1A1 CSNK1D CSNK1E CSNK2A1 CSPG4 CTF1 CTIF CTNNB1 CTSC CTSD CTSH CTSK CTSL CTSS CTSV CUL3 CUL4A CUL4B CX3CL1 CX3CR1 CYCS CYFIP2 CYP1B1 DAB2 DAB2IP DACT1 DAP DAPK1 DAXX DAZ1 DAZ2 DAZ3 DAZ4 DAZL DCAF1 DCUN1D1 DCUN1D2 DCUN1D3 DCUN1D4 DCUN1D5 DDA1 DDB1 DDR2 DDRGK1 DDX21 DDX3X DEK DERL1 DET1 DGKQ DHX29 DHX36 DHX9 DIABLO DIP2A DIP2B DIPK2A DIRAS1 DIRAS2 DISC1 DKK1 DLC1 DLG3 DLG4 DNAJB2 DNAJC3 DOCK7 DOK7 DRD4 DTL DTNBP1 DUSP19 DVL1 DVL2 DVL3 DYNAP DYRK1A ECSCR ECT2 EDN1 EDN3 EDNRB EEF2 EFNA1 EFNA3 EFNA5 EGF EGFR EGLN2 EGLN3 EGR1 EHD4 EIF2AK3 EIF2AK4 EIF2B5 EIF3C EIF3D EIF3E EIF4A3 EIF4G1 EIF4G2 EIF4G3 EIF5A EIF5A2 EIF5AL1 EIF6 ELANE ELAVL1 ELOB EMP2 ENG ENO1 ENPP2 EPGN EPHA4 EPHA7 EPO ERBB2 ERBB3 ERBB4 ERCC6 EREG ERN1 ERP29 ETAA1 EZH2 EZR F12 F2 F2R F3 FADD FAF1 FAM107A FAM161A FAM162A FAM20A FANCI FANCM FAS FASLG FASTKD2 FASTKD3 FAXDC2 FBH1 FBXL5 FBXO22 FBXO33 FBXO4 FBXW11 FBXW7 FBXW8 FCGR1A FCRL3 FERMT2 FGF1 FGF10 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FGFR3 FGFR4 FIS1 FIZ1 FLCN FLOT1 FLT1 FLT3 FLT4 FMR1 FNIP1 FNIP2 FNTA FOXL2 FOXO1 FPR2 FURIN FXR1 FXR2 FYN FZD1 FZD10 FZD8 FZR1 GABARAP GAS6 GATA1 GBA1 GCG GCLC GFRA1 GGA1 GGA3 GH1 GH2 GHR GNA12 GNL3 GOLGA2 GPC3 GPER1 GPLD1 GPNMB GPRC5B GRAMD4 GREM1 GRIN1 GRIN2A GRIN2B GRM5 GRN GSAP GSK3A GSK3B GSN GUF1 HABP4 HAMP HAX1 HBEGF HCFC1 HCLS1 HDAC2 HDAC3 HDAC4 HDAC6 HECTD1 HERPUD1 HES1 HES5 HGF HIP1 HIP1R HIPK2 HLA-DRB1 HMGA2 HMGB1 HNRNPD HNRNPU HPN HPX HRAS HSF1 HSP90AA1 HSP90AB1 HSPA1A HSPA1B HSPA2 HSPA5 HSPBP1 HSPD1 HSPE1 HTR2A HTR2B HTRA2 HUWE1 IDE IER3 IFI16 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IFNE IFNG IFNGR1 IFNK IFNL1 IFNW1 IFT57 IGF1 IGF2 IGF2BP1 IKBKG IL11 IL12A IL12B IL13 IL15 IL17D IL17F IL18 IL1B IL2 IL20 IL21 IL23A IL23R IL24 IL3 IL31RA IL33 IL34 IL4 IL5 IL6 IL6R IL6ST ILK IMPACT INAVA INCENP INHBA INS INSR IP6K2 IQGAP1 IQGAP3 IRAK1 IRGM ISL1 IST1 ITCH ITGA1 ITGA2 ITGA5 ITGB1BP1 ITGB3 ITLN1 JAK2 JMJD4 JTB KANSL1 KANSL2 KANSL3 KAT5 KAT8 KCNE2 KDM1A KDR KEAP1 KHDC1 KHDC1L KHDRBS1 KIF14 KIT KITLG KLF2 KLF4 KLHL40 KLKB1 KNDC1 KRAS KRT17 L3MBTL3 LACRT LAPTM5 LARP1 LARP1B LARP4 LARP4B LARP6 LAT LATS1 LCK LCP2 LDB1 LDLR LEP LEPR LGALS9 LGMN LIF LILRA2 LILRA5 LILRB2 LIMCH1 LIMK2 LIN28A LPCAT1 LRP1 LRP2 LRP4 LRP8 LRRK1 LRRK2 LRRTM3 LTF LYN MAD2L2 MAGEA2 MAGEA2B MAGEC2 MAGEF1 MAGI2 MALT1 MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K5 MAP2K6 MAP2K7 MAP3K10 MAP3K11 MAP3K12 MAP3K13 MAP3K4 MAP3K5 MAP3K7 MAP4K2 MAPK1 MAPK12 MAPK3 MAPK7 MAPK8 MAPK9 MAPKAP1 MAPRE3 MAPT MARCHF2 MARCHF7 MARCO MARK2 MAVS MBP MCRS1 MDM2 MEFV MELTF METTL14 METTL3 METTL5 METTL8 MIF MIF4GD MIR1-1 MIR125B1 MIR128-1 MIR143 MIR15A MIR15B MIR16-1 MIR17 MIR181B1 MIR19A MIR19B1 MIR205 MIR206 MIR21 MIR217 MIR221 MIR26B MIR27B MIR29B1 MIR30B MIR34A MIR92A1 MLST8 MMD MMD2 MMP14 MMP9 MOB1A MOB1B MOB2 MOB3A MOB3B MOB3C MPV17L2 MRE11 MRNIP MRPS27 MSN MST1R MT3 MTA1 MTCH1 MTCP1 MTOR MTPN MUL1 MUSK MUSTN1 MYBBP1A MYC MYCBP2 MYDGF MYH9 MYLIP NAB2 NAT10 NBN NCF1 NCK1 NCK2 NCSTN NDFIP1 NDFIP2 NDN NDUFA13 NEDD4 NEDD4L NEDD9 NEK10 NELFA NELFE NFE2L2 NFKBIA NGF NGFR NGRN NHLRC1 NIBAN1 NKD1 NKD2 NKX3-1 NLRC4 NLRP1 NLRP12 NLRP2 NLRP3 NMI NNMT NOD1 NOD2 NODAL NOP53 NOS1 NOS1AP NOX4 NPM1 NPTN NR1H2 NR1H3 NRDC NRG1 NRP1 NSF NSMCE3 NSMF NSUN5 NTF3 NTF4 NTRK1 NTRK2 NTRK3 NUB1 NUPR1 OAZ1 OAZ2 OAZ3 ODAM OGT OPRD1 OSBP OSBPL7 OSBPL8 OSM P2RX7 P2RY1 PABIR1 PABPC1 PACSIN3 PAEP PAIP1 PAK1 PAK2 PARK7 PARP14 PARP9 PASK PAWR PAXIP1 PCIF1 PCSK9 PDCD10 PDCD2 PDCD5 PDCD6 PDGFA PDGFB PDGFC PDGFD PDGFRB PDPK1 PECAM1 PEF1 PELI1 PELI2 PERP PFN2 PGF PHB1 PHB2 PHF20 PHF23 PIAS1 PIAS3 PIAS4 PIBF1 PICALM PIDD1 PIH1D1 PIK3CA PIK3CG PIK3R3 PIK3R5 PIK3R6 PILRB PIN1 PINK1 PIWIL2 PKD1 PKD2 PKM PLA2G10 PLA2G1B PLAUR PLCB1 PLCG2 PLD1 PLGRKT PLK1 PLK2 PLK3 PLPP3 PLXNB2 PMAIP1 PML POLDIP3 POLR2G POMT1 POMT2 PPARG PPARGC1A PPIA PPM1F PPP1R12A PPP1R14D PPP1R15A PPP1R15B PPP1R16B PPP1R7 PPP2CA PPP2R5A PPP2R5D PRDM12 PRELID1 PRICKLE1 PRKAA1 PRKAA2 PRKAG1 PRKAG2 PRKCD PRKD1 PRKDC PRKN PRLR PRMT1 PRNP PROM2 PROX1 PRR16 PRR5 PRR5L PRR7 PRRC1 PRSS22 PSEN1 PSENEN PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD10 PSME1 PSME2 PSME3 PSRC1 PTAFR PTBP1 PTEN PTGS2 PTK2 PTK2B PTK6 PTPA PTPN1 PTPN11 PTPN22 PTPRC PTPRJ PTTG1IP PXYLP1 PYCARD PYHIN1 PYM1 RAB1A RAB1B RAB3GAP1 RAB3GAP2 RAB7A RAC1 RACK1 RAD23A RAD50 RAF1 RALB RALBP1 RAMP1 RAMP3 RANBP9 RAP1A RAP2A RAP2B RAP2C RAPGEF2 RARRES2 RASD2 RASGRP1 RASSF2 RASSF5 RB1CC1 RBM3 RBM4 RBX1 RCC1L RCHY1 RCN3 RDX RELA RELN REST RET RFPL1 RGCC RGMA RGN RHBDD1 RHBDD3 RHOA RICTOR RIGI RILP RIPK1 RIPK2 RIPK3 RMND1 RNF111 RNF128 RNF139 RNF14 RNF144A RNF144B RNF180 RNF185 RNF19A RNF19B RNF217 RNF41 RNFT1 RNFT2 ROBO1 ROCK2 RPL26 RPL5 RPS2 RPS27L RPS3 RPS4X RPS6KB1 RPS6KB2 RPTOR RPUSD3 RPUSD4 RRP8 RSPO1 RWDD3 S100A10 S100A12 S100A8 S100A9 S1PR2 SAE1 SAMD4A SASH1 SEC22B SEMA4D SEMA7A SEMG1 SEMG2 SENP1 SENP2 SEPTIN4 SERP1 SERPINB3 SF3B1 SFRP2 SGSM3 SGTA SH2D3A SH2D3C SH3BGRL SH3D19 SH3RF1 SH3RF2 SH3RF3 SIRT1 SIRT2 SIRT6 SKP1 SKP2 SLC11A1 SLC22A2 SLC25A37 SLC2A10 SLC2A13 SLC51B SLC6A9 SLC8A2 SLCO3A1 SMAD3 SMAD7 SMARCA5 SMPD1 SMURF1 SMYD3 SNCA SNF8 SNX33 SNX9 SOAT1 SOCS4 SOCS5 SORL1 SOX17 SOX4 SOX7 SOX9 SP1 SPATC1L SPDYA SPHK1 SPN SPON1 SPPL3 SPRTN SPRY2 SPSB4 SQSTM1 SRC SRCIN1 SSB ST18 ST20 STAT3 STK11 STK4 STOX1 STRADA STRADB STUB1 STX5 SUMO1 SUMO2 SUV39H1 SVIP SYAP1 SYK SYNCRIP TAB1 TAB2 TAF1 TANK TAOK1 TAOK2 TAOK3 TBC1D10A TBC1D7 TBK1 TBX1 TCF7L2 TCIM TCL1A TCL1B TDGF1 TEK TELO2 TENM1 TENT4A TENT4B TENT5B TESK1 TFR2 TFRC TGFA TGFB1 TGFB1I1 TGFB2 TGFBR2 THBS1 THBS4 THPO TICAM1 TIPARP TIRAP TLR3 TLR4 TLR6 TLR9 TMEM119 TMEM259 TMTC3 TNF TNFAIP3 TNFRSF10A TNFRSF10B TNFRSF11A TNFRSF14 TNFRSF18 TNFRSF1A TNFRSF1B TNFSF10 TNFSF11 TNFSF12 TNFSF15 TNFSF18 TNIK TNIP1 TNK2 TNKS1BP1 TNP1 TNP2 TOB1 TOLLIP TOM1L1 TOPORS TP53 TPD52L1 TPX2 TRABD2A TRABD2B TRAF2 TRAF4 TRAF6 TRAF7 TREM2 TRIB1 TRIB2 TRIB3 TRIM32 TRIM6 TRIM65 TRIM67 TRMT10C TRPC5 TRUB2 TSLP TSPYL5 TTBK1 TXN UACA UBA2 UBB UBE2C UBE2D1 UBE2K UBE2L3 UBE2N UBE2S UBE2V1 UBE2V2 UBE3A UBQLN1 UBQLN2 UBR3 UCN UHMK1 UHRF1 UNC119 UPF3A UPF3B UQCC2 USP13 USP16 USP5 USP50 USP8 VCP VEGFA VEGFB VEGFC VEGFD VGLL4 VIM VIP VPS11 VPS28 VPS35 VSIR VTN WBP1L WDFY2 WDR5 WFS1 WNK3 WNT1 WNT3A WNT5A WNT7A XDH XIAP XRCC5 XRCC6 YBX1 YBX3 YES1 YTHDF1 YTHDF2 YTHDF3 ZC3H12A ZCCHC13 ZCCHC4 ZER1 ZFAND2A ZFP91 ZYG11B GOBP_POSITIVE_REGULATION_OF_PROTEIN_MODIFICATION_BY_SMALL_PROTEIN_CONJUGATION_OR_REMOVAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PROTEIN_MODIFICATION_BY_SMALL_PROTEIN_CONJUGATION_OR_REMOVAL AIMP2 AMER1 ANGPT1 ARNT ARRDC3 ARRDC4 AXIN1 BCL10 BIRC2 BIRC3 BIRC7 BIRC8 BMI1 BRCA1 BTRC CAV1 CBLB CDC14B CDC20 CDK5RAP3 CENPS CENPX CHFR COMMD1 CRY1 CUL3 DCUN1D1 DCUN1D2 DCUN1D3 DCUN1D4 DCUN1D5 DDX3X DERL1 FAM107A FANCI FANCM FBXO33 FBXO4 FBXW7 FZR1 GABARAP GNL3 GSK3A GSK3B HDAC3 HDAC4 HSPA5 HSPBP1 HUWE1 INAVA KDM1A KLHL40 LAPTM5 LRRK2 MAGEA2 MAGEA2B MAGEC2 MALT1 MAPK9 MARCHF7 MTA1 MUL1 MYCBP2 NDFIP1 NDFIP2 NHLRC1 NMI NOD2 NOP53 NPM1 NSMCE3 PAXIP1 PDCD6 PEF1 PELI1 PHF23 PIAS1 PIAS3 PIAS4 PIN1 PINK1 PLK1 PRICKLE1 PRKN PSMD10 PTEN PTPN22 PTTG1IP RASD2 RASSF5 RBX1 RCHY1 RIPK2 RNF111 RNF180 RPS2 RWDD3 SAE1 SENP2 SEPTIN4 SKP1 SKP2 SPHK1 SPRTN SPSB4 STUB1 TANK TBC1D7 TICAM1 TNIP1 TOLLIP TOPORS TRAF6 TRIB3 TSPYL5 UBA2 UBB UBE2C UBE2D1 UBE2L3 UBE2N UBE2S UBE2V1 UBE2V2 UBE3A UBQLN1 VCP WBP1L WFS1 XIAP ZC3H12A GOBP_POSITIVE_REGULATION_OF_PROTEIN_MODIFICATION_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PROTEIN_MODIFICATION_PROCESS ABI1 ABL1 ACE ACVR1 ACVR2A ADAM17 ADAM8 ADAM9 ADCY10 ADCY8 ADCYAP1 ADIPOQ ADNP ADORA1 ADRA2A ADRA2B ADRA2C ADRB2 ADTRP AGAP2 AGER AGT AGTR2 AIMP2 AKAP9 AKT1 AKT2 AKTIP ALG10B ALS2 AMBRA1 AMER1 ANG ANGPT1 ANGPT4 ANKLE2 APLNR APP ARAF AREG ARHGEF2 ARHGEF5 ARID5A ARL2BP ARNT ARRB1 ARRB2 ARRDC3 ARRDC4 ASPSCR1 ATF2 ATG10 ATG14 ATG7 ATP2B4 AURKB AUTS2 AVP AXIN1 AXIN2 AZU1 BAG4 BANK1 BAZ1B BAZ2A BCAR3 BCL10 BCL2 BDNF BIRC2 BIRC3 BIRC5 BIRC7 BIRC8 BMAL1 BMI1 BMP2 BMP4 BMP6 BORA BRAF BRAT1 BRCA1 BRMS1 BTRC C3 CAB39 CACUL1 CALCA CALCR CALM1 CALM2 CALM3 CAMK1 CAMKK1 CAMKK2 CAMP CAMTA1 CAPRIN2 CARD10 CARD14 CARTPT CASS4 CAV1 CBLB CCDC88A CCL19 CCL21 CCL5 CCN1 CCND1 CCND2 CCND3 CCNY CCR7 CD24 CD300A CD33 CD36 CD3E CD4 CD40 CD44 CD6 CD74 CD80 CD86 CDC14B CDC20 CDCA2 CDCA8 CDH5 CDK2AP1 CDK5RAP3 CDKN1A CDKN1B CDON CEMIP CENPE CENPS CENPX CEP295 CHFR CHI3L1 CHP1 CHRNA3 CHRNA7 CIB1 CLCF1 CLDN19 CLDN3 CLEC6A CLIP3 CLN3 CLSPN CLU CNEP1R1 CNOT9 CNTF COMMD1 COPS8 CREBL2 CRKL CRLF1 CRY1 CSF1 CSF1R CSF2 CSF3 CSH1 CSH2 CSHL1 CSNK1D CSPG4 CTF1 CUL3 CX3CL1 CX3CR1 DAB2 DAB2IP DAXX DCUN1D1 DCUN1D2 DCUN1D3 DCUN1D4 DCUN1D5 DDR2 DDRGK1 DDX21 DDX3X DEK DERL1 DGKQ DIP2A DIP2B DIPK2A DIRAS1 DIRAS2 DKK1 DLC1 DLG3 DLG4 DOCK7 DOK7 DRD4 DTNBP1 DUSP19 DVL1 DVL2 DVL3 DYNAP DYRK1A ECT2 EDN1 EDN3 EDNRB EFNA1 EFNA5 EGF EGFR EGR1 EHD4 EIF4G1 ELANE EMP2 ENG ENPP2 EPGN EPHA4 EPHA7 EPO ERBB2 ERBB3 ERBB4 ERCC6 EREG ERN1 ERP29 ETAA1 EZH2 F2 FAM107A FAM161A FAM20A FANCI FANCM FAS FAXDC2 FBH1 FBXO33 FBXO4 FBXW7 FCGR1A FCRL3 FERMT2 FGF1 FGF10 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FGFR3 FIZ1 FLCN FLOT1 FLT1 FLT3 FLT4 FMR1 FNIP1 FNIP2 FNTA FPR2 FXR1 FXR2 FYN FZD1 FZD10 FZD8 FZR1 GABARAP GAS6 GATA1 GBA1 GCG GFRA1 GH1 GH2 GHR GNA12 GNL3 GOLGA2 GPER1 GPNMB GPRC5B GREM1 GRM5 GSK3A GSK3B HAX1 HBEGF HCFC1 HCLS1 HDAC2 HDAC3 HDAC4 HDAC6 HES1 HES5 HGF HIPK2 HLA-DRB1 HMGA2 HPX HRAS HSF1 HSP90AA1 HSP90AB1 HSPA2 HSPA5 HSPBP1 HTR2A HTR2B HUWE1 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IFNE IFNG IFNK IFNL1 IFNW1 IGF1 IGF2 IL11 IL12A IL12B IL13 IL15 IL18 IL1B IL2 IL20 IL21 IL23A IL23R IL24 IL3 IL31RA IL34 IL4 IL5 IL6 IL6R IL6ST ILK INAVA INCENP INHBA INS INSR IP6K2 IQGAP1 IQGAP3 IRAK1 IRGM ISL1 ITGA1 ITGA5 ITGB1BP1 ITGB3 ITLN1 JAK2 JTB KANSL1 KANSL2 KANSL3 KAT5 KAT8 KDM1A KDR KIF14 KIT KITLG KLHL40 KNDC1 KRAS LACRT LAPTM5 LAT LATS1 LCP2 LEP LEPR LIF LILRA5 LILRB2 LIMCH1 LIMK2 LRP4 LRP8 LRRK1 LRRK2 LTF LYN MAD2L2 MAGEA2 MAGEA2B MAGEC2 MAGI2 MALT1 MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K5 MAP2K6 MAP2K7 MAP3K10 MAP3K11 MAP3K12 MAP3K13 MAP3K4 MAP3K5 MAP3K7 MAP4K2 MAPK1 MAPK3 MAPK9 MAPKAP1 MAPRE3 MARCHF7 MARCO MARK2 MAVS MCRS1 MIF MIR1-1 MIR125B1 MIR128-1 MIR143 MIR19A MIR19B1 MIR21 MIR217 MIR221 MIR26B MIR30B MIR34A MIR92A1 MLST8 MMD MMD2 MMP9 MOB1A MOB1B MOB2 MOB3A MOB3B MOB3C MRE11 MRNIP MST1R MT3 MTA1 MTCP1 MTOR MUL1 MUSK MYBBP1A MYCBP2 MYDGF NAB2 NBN NCF1 NDFIP1 NDFIP2 NDN NEDD9 NEK10 NELFA NELFE NGF NHLRC1 NIBAN1 NKX3-1 NMI NNMT NOD2 NOP53 NOS1 NOS1AP NOX4 NPM1 NPTN NRG1 NRP1 NSMCE3 NSMF NTF3 NTF4 NTRK1 NTRK2 NTRK3 NUPR1 ODAM OGT OPRD1 OSBP OSBPL8 OSM P2RX7 P2RY1 PAK1 PAK2 PARK7 PARP14 PARP9 PAXIP1 PDCD10 PDCD6 PDGFA PDGFB PDGFC PDGFD PDGFRB PDPK1 PECAM1 PEF1 PELI1 PELI2 PFN2 PGF PHB1 PHB2 PHF20 PHF23 PIAS1 PIAS3 PIAS4 PIBF1 PIH1D1 PIK3CA PIK3CG PIK3R3 PIK3R5 PIK3R6 PILRB PIN1 PINK1 PKD1 PKD2 PLA2G1B PLAUR PLCG2 PLK1 PLPP3 PML POMT1 POMT2 PPARGC1A PPIA PPP1R12A PPP1R14D PPP1R15A PPP1R15B PPP1R16B PPP1R7 PPP2CA PPP2R5A PPP2R5D PRDM12 PRICKLE1 PRKAA1 PRKAA2 PRKAG1 PRKAG2 PRKCD PRKD1 PRKN PRLR PRNP PROM2 PROX1 PRR5 PRR5L PRRC1 PSEN1 PSMD10 PSRC1 PTBP1 PTEN PTGS2 PTK2 PTK2B PTK6 PTPA PTPN1 PTPN11 PTPN22 PTPRC PTPRJ PTTG1IP RAB3GAP1 RAB3GAP2 RAC1 RACK1 RAD50 RAF1 RALB RALBP1 RAMP1 RAMP3 RAP1A RAP2A RAP2B RAP2C RAPGEF2 RARRES2 RASD2 RASGRP1 RASSF2 RASSF5 RB1CC1 RBX1 RCHY1 RELN RET RGCC RHOA RICTOR RIPK1 RIPK2 RIPK3 RNF111 RNF180 ROBO1 ROCK2 RPS2 RPS3 RPTOR RRP8 RSPO1 RWDD3 S100A12 S1PR2 SAE1 SASH1 SEMA4D SEMA7A SENP2 SEPTIN4 SF3B1 SFRP2 SH2D3A SH2D3C SIRT1 SKP1 SKP2 SLC11A1 SLC51B SLC8A2 SLCO3A1 SMARCA5 SMPD1 SMYD3 SNCA SNX9 SOX4 SOX9 SPATC1L SPDYA SPHK1 SPN SPPL3 SPRTN SPRY2 SPSB4 SQSTM1 SRC SRCIN1 STK11 STK4 STOX1 STRADA STRADB STUB1 SUV39H1 SVIP SYAP1 SYK TAB1 TAB2 TANK TAOK1 TAOK2 TAOK3 TBC1D7 TBK1 TBX1 TCIM TCL1A TCL1B TDGF1 TEK TELO2 TENM1 TESK1 TFRC TGFA TGFB1 TGFB2 TGFBR2 THBS1 THBS4 THPO TICAM1 TIRAP TLR3 TLR4 TLR6 TMEM119 TNF TNFRSF10A TNFRSF10B TNFRSF11A TNFRSF14 TNFRSF18 TNFRSF1A TNFSF11 TNFSF15 TNFSF18 TNIK TNIP1 TNK2 TNKS1BP1 TOLLIP TOM1L1 TOPORS TP53 TPD52L1 TPX2 TRABD2A TRABD2B TRAF2 TRAF4 TRAF6 TREM2 TRIB3 TRIM6 TRIM65 TRPC5 TSLP TSPYL5 TTBK1 TXN UBA2 UBB UBE2C UBE2D1 UBE2K UBE2L3 UBE2N UBE2S UBE2V1 UBE2V2 UBE3A UBQLN1 UCN UNC119 VCP VEGFA VEGFB VEGFC VEGFD VTN WBP1L WDFY2 WDR5 WFS1 WNK3 WNT1 WNT3A WNT5A XIAP XRCC5 XRCC6 YES1 ZC3H12A ZFP91 GOBP_POSITIVE_REGULATION_OF_PROTEIN_MONOUBIQUITINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PROTEIN_MONOUBIQUITINATION BIRC2 FANCM PDCD6 PEF1 UBB GOBP_POSITIVE_REGULATION_OF_PROTEIN_NEDDYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PROTEIN_NEDDYLATION DCUN1D1 DCUN1D2 DCUN1D3 DCUN1D4 DCUN1D5 GOBP_POSITIVE_REGULATION_OF_PROTEIN_POLYMERIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PROTEIN_POLYMERIZATION AKAP9 ALOX15 AMBRA1 ANKRD53 ARF6 ARL2 ARPC2 BAG4 BAIAP2 BAIAP2L1 BAIAP2L2 BIN1 C15orf62 CARMIL1 CARMIL2 CAV3 CCL11 CCL21 CCL24 CCL26 CCR7 CDC42EP1 CDC42EP2 CDC42EP3 CDC42EP4 CDC42EP5 CDK5R1 CDK5RAP2 CDKN1B CKAP5 CLASP1 CLIP1 CRACD CSF3 CTTN DCTN1 DLG1 DRG1 EVL FCHSD1 FCHSD2 FER FES FMN1 GIT1 GRB2 HCK HSP90AA1 HSPA1A HSPA1B KIRREL1 LMOD1 LMOD2 MAP1B MAPRE1 MAPT MECP2 MET MLST8 MTOR NAV3 NCK1 NCK2 NCKAP1 NCKAP1L NPHS1 NUMA1 OCLN PAK1 PDE4DIP PFN1 PFN2 PINK1 PRKCE PSRC1 PTK2B PYCARD RAC1 RICTOR RPS3 SLAIN1 SLAIN2 SNX9 TENM1 TOGARAM1 TPPP TPPP2 TPPP3 TTBK1 VASP WASHC2C GOBP_POSITIVE_REGULATION_OF_PROTEIN_POLYUBIQUITINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PROTEIN_POLYUBIQUITINATION BIRC2 DDX3X FBXO4 GABARAP MARCHF7 NMI NOD2 PRKN PTPN22 RIPK2 SKP2 SPSB4 UBE2D1 UBE2N UBE2V1 UBE2V2 XIAP GOBP_POSITIVE_REGULATION_OF_PROTEIN_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PROTEIN_SECRETION AACS ABAT ABCC8 ABCG1 ACHE ACSL4 ADAM8 ADAM9 ADCY8 ADORA2A ANG ANKRD1 ANO1 APBB1 APBB3 ARF6 ATP13A2 BAD BAIAP3 BLK BMP6 C1QTNF12 C1QTNF3 C2CD2L CAPN10 CASR CD2AP CD33 CD38 CFTR CHRM3 DNM1L DOC2B EXPH5 F2 F2RL1 F2RL2 FFAR1 FFAR2 FGA FGB FGG FRMD4A GCG GCK GHRL GIP GIPR GLUD1 GNA11 GOLPH3 GOLPH3L GPER1 GPLD1 GPR27 GPR68 HCAR2 HIF1A HLA-DRB1 IER3IP1 IGF1 IL13 IL1A INS IRS2 ISL1 ITPR1 JAK2 KCNN4 LRRC8A MCU MIR199B MPC2 MYH10 MYO18A MYOM1 MYRIP NADK NKX6-1 NLGN2 NNAT NR0B2 NR1H2 NR1H4 OR51E2 ORAI1 OSBP P2RX7 PARD6A PCK2 PCSK1 PDX1 PFKFB2 PFKM PLA2G1B PLA2G6 PLCB1 PPARG PPIA PPID PPP3CB PRKACA PRKAR1A PRKCB PRKCE PSMD9 PTPN23 RAPGEF4 RBP4 RFX6 RPH3AL SEC24A SERP1 SIRT3 SIRT6 SLC2A2 SLC30A8 SNAP25 SOX4 SRI STX4 SYBU SYTL4 TARDBP TCF7L2 TGFB1 TGFB2 TGFB3 TLR2 TLR4 TM7SF3 TMED10 TMEM132A TREM2 TRH TRPM4 TTN TUNAR UCN3 UNC13B VEGFC VPS35 VSNL1 WLS GOBP_POSITIVE_REGULATION_OF_PROTEIN_SERINE_THREONINE_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PROTEIN_SERINE_THREONINE_KINASE_ACTIVITY ADAM17 ADAM8 ADAM9 ADIPOQ ADRA2A ADRB2 AKT1 ARHGEF5 ATP2B4 CAB39 CALM1 CALM2 CALM3 CAMK1 CCL19 CCND1 CCND2 CCND3 CCNY CD24 CD40 CEMIP CIB1 DAB2IP DDX3X DIPK2A DIRAS1 DIRAS2 DKK1 DRD4 DUSP19 DVL2 DVL3 EDN1 EDN3 EGF EGFR ELANE EPGN ERBB2 ERN1 ERP29 ETAA1 EZH2 FERMT2 FGF1 FGF18 FGF2 FGFR1 FLT1 FLT3 FZD10 GH1 GHR HMGA2 HRAS HTR2B IFNG IL1B IL34 INSR IRAK1 IRGM KIT LRRK2 LTF MAP2K1 MAP2K2 MAP2K5 MAP2K7 MAP3K10 MAP3K11 MAP3K12 MAP3K13 MAP3K4 MAP3K5 MAP3K7 MAP4K2 MAPRE3 MIR26B MIR92A1 MST1R MTCP1 NEK10 NOD2 NTF3 NTRK3 PAK1 PDCD10 PDGFA PDGFB PDGFC PDGFD PDGFRB PIH1D1 PIK3CG PIK3R5 PIK3R6 PKD1 PKD2 PLA2G1B PPP2CA PROX1 PSMD10 PSRC1 PTPN1 RALB RAPGEF2 RASGRP1 RGCC RHOA ROBO1 RPS3 RPTOR S100A12 SASH1 SIRT1 SLC8A2 SNCA SPDYA SRC SYAP1 TAB1 TAOK3 TCIM TCL1A TCL1B TDGF1 TELO2 TENM1 TGFB1 THBS1 TLR4 TLR6 TNF TNFRSF11A TNFSF11 TPD52L1 TRAF2 TRAF6 VEGFA WNT5A GOBP_POSITIVE_REGULATION_OF_PROTEIN_SUMOYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PROTEIN_SUMOYLATION ARNT GNL3 HDAC4 MUL1 PIAS1 PIAS3 PIAS4 RASD2 RWDD3 SAE1 TOLLIP UBA2 GOBP_POSITIVE_REGULATION_OF_PROTEIN_TARGETING_TO_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PROTEIN_TARGETING_TO_MEMBRANE AKT2 ANK3 C2CD5 CDK5 CDK5R1 CEMIP CHP1 CIB1 ERBB2 FIS1 FYN HPCA HRAS ITGAM ITGB1BP1 ITGB2 KCNB1 MFF MIEF1 MIEF2 MTCL1 MYO1C PDZK1 PRNP SLC51B STOM TCAF1 TCAF2 GOBP_POSITIVE_REGULATION_OF_PROTEIN_TYROSINE_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PROTEIN_TYROSINE_KINASE_ACTIVITY ABI1 ACE ADAM17 ADRA2A AGT CASS4 CSF1R DLG3 DLG4 DOK7 EFNA1 EPGN EPHA4 ERBB3 FBXW7 FCGR1A GPRC5B GRM5 IL34 LILRA5 LRP8 NCF1 NEDD9 NOX4 PRNP PTPN1 RELN SRC SRCIN1 UNC119 GOBP_POSITIVE_REGULATION_OF_PROTEIN_UBIQUITINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PROTEIN_UBIQUITINATION AIMP2 AMER1 ANGPT1 ARRDC3 ARRDC4 AXIN1 BCL10 BIRC2 BIRC3 BIRC7 BIRC8 BMI1 BRCA1 BTRC CAV1 CBLB CDC14B CDC20 CDK5RAP3 CENPS CENPX CHFR COMMD1 CRY1 CUL3 DDX3X DERL1 FAM107A FANCI FANCM FBXO33 FBXO4 FBXW7 FZR1 GABARAP GSK3A GSK3B HDAC3 HSPA5 HSPBP1 HUWE1 INAVA KDM1A KLHL40 LAPTM5 LRRK2 MAGEA2 MAGEA2B MAGEC2 MALT1 MAPK9 MARCHF7 MTA1 MYCBP2 NDFIP1 NDFIP2 NHLRC1 NMI NOD2 NPM1 NSMCE3 PAXIP1 PDCD6 PEF1 PELI1 PHF23 PIN1 PINK1 PLK1 PRICKLE1 PRKN PSMD10 PTEN PTPN22 PTTG1IP RASSF5 RBX1 RCHY1 RIPK2 RNF111 RNF180 RPS2 SENP2 SEPTIN4 SKP1 SKP2 SPHK1 SPRTN SPSB4 STUB1 TBC1D7 TICAM1 TOPORS TRAF6 TRIB3 TSPYL5 UBB UBE2C UBE2D1 UBE2L3 UBE2N UBE2S UBE2V1 UBE2V2 UBE3A UBQLN1 WBP1L WFS1 XIAP GOBP_POSITIVE_REGULATION_OF_PROTEOGLYCAN_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PROTEOGLYCAN_BIOSYNTHETIC_PROCESS CTNNB1 MUSTN1 PXYLP1 SLC2A10 TCF7L2 GOBP_POSITIVE_REGULATION_OF_PROTEOLYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PROTEOLYSIS ACER2 ACVR1C ADAM8 ADAM9 ADRA2A AGBL4 AGER AGTPBP1 AIFM1 AIM2 AKT1 ANGPTL8 ANKIB1 ANP32B ANXA2 APAF1 APH1A APH1B APOE ARIH1 ARIH2 ARL6IP5 ASPH ASTL ATP2A3 ATP5IF1 ATXN3 AURKA AURKAIP1 AXIN1 AXIN2 BAD BAG2 BAG6 BAK1 BAX BBC3 BBS7 BCAP31 BCL10 BCL2L10 BCL2L13 BID BLID BOK BTRC CAPN3 CARD8 CARD9 CASC2 CASP1 CASP10 CASP2 CASP8 CASP8AP2 CASP9 CAV1 CAV3 CBFA2T3 CCBE1 CCDC22 CDC20 CDC20B CDK5RAP3 CEBPA CHFR CIDEB CLDN3 CLDN4 CLEC3B CLEC7A CLN6 CLU CNTN2 COL4A3 COP1 CR1 CRADD CSNK1A1 CSNK1D CSNK1E CTSC CTSD CTSH CTSK CTSL CTSS CTSV CYCS CYFIP2 DAB2 DAB2IP DAP DAPK1 DDA1 DDRGK1 DDX3X DET1 DIABLO DISC1 DLC1 DNAJB2 DVL1 ECSCR EFNA1 EFNA3 EGF EGLN3 EIF2AK3 ELOB ENO1 EPHA4 F12 F2R F3 FADD FAM162A FAS FASLG FBXO22 FBXW11 FBXW7 FBXW8 FGFR4 FIS1 FMR1 FOXL2 FURIN FYN FZR1 GABARAP GBA1 GCLC GPER1 GPLD1 GRAMD4 GRIN1 GRIN2A GRIN2B GRN GSK3A GSK3B GSN HDAC2 HECTD1 HERPUD1 HIP1 HIP1R HMGB1 HPN HSPA1A HSPA1B HSPBP1 HSPD1 HSPE1 HTRA2 IFI16 IFNG IFT57 IKBKG IL1B IL33 IST1 JAK2 KCNE2 KEAP1 KHDC1 KHDC1L KLHL40 KLKB1 L3MBTL3 LAPTM5 LCK LGALS9 LGMN LRRK2 LYN MAGEF1 MALT1 MAP3K5 MAPK12 MAPK9 MAPT MBP MDM2 MEFV MELTF MIR15A MIR17 MIR205 MIR21 MIR27B MIR29B1 MIR92A1 MMP14 MTCH1 MUL1 MYC MYH9 NCSTN NDUFA13 NFE2L2 NGFR NKD2 NKX3-1 NLRC4 NLRP1 NLRP12 NLRP2 NLRP3 NOD1 NODAL NOP53 NRDC NUB1 NUPR1 OGT OSBPL7 PABIR1 PACSIN3 PDCD2 PDCD5 PDCD6 PERP PIAS1 PICALM PIDD1 PINK1 PLGRKT PLK1 PLK3 PMAIP1 PPARG PPM1F PRELID1 PRICKLE1 PRKN PRR7 PRSS22 PSEN1 PSENEN PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD10 PSME1 PSME2 PSME3 PTEN PTK2 PTK2B PYCARD PYHIN1 RACK1 RAD23A RBX1 RCHY1 RCN3 REST RFPL1 RGMA RGN RHBDD1 RIPK2 RNF139 RNF14 RNF144A RNF144B RNF180 RNF185 RNF19A RNF19B RNF217 RNFT1 RNFT2 ROBO1 ROCK2 RPS27L RPS3 S100A10 S100A8 S100A9 SEMG1 SEMG2 SENP1 SERPINB3 SGTA SH3D19 SH3RF1 SH3RF2 SH3RF3 SIRT1 SIRT2 SIRT6 SLC22A2 SMAD3 SMAD7 SMURF1 SNCA SNX33 SNX9 SOCS4 SOCS5 SOX7 SPON1 SRC ST18 ST20 STAT3 STUB1 SUMO1 SUMO2 SYK TAF1 TANK TBC1D10A TGFB1I1 TMEM259 TMTC3 TNF TNFRSF1B TNFSF10 TNFSF15 TNIP1 TNP1 TNP2 TRAF7 TREM2 TRIB1 TRIB2 TRIB3 TRIM32 TRIM67 TTBK1 UACA UBQLN1 UBQLN2 USP13 USP5 USP50 VCP VSIR WFS1 XDH ZC3H12A ZER1 ZFAND2A ZYG11B GOBP_POSITIVE_REGULATION_OF_PROTEOLYSIS_INVOLVED_IN_PROTEIN_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PROTEOLYSIS_INVOLVED_IN_PROTEIN_CATABOLIC_PROCESS AGBL4 AGTPBP1 AKT1 ANKIB1 ARIH1 ARIH2 ATP5IF1 ATXN3 AURKA AXIN1 AXIN2 BAG2 BAG6 BBS7 BCAP31 CAV1 CAV3 CBFA2T3 CCDC22 CDC20 CDC20B CDK5RAP3 CEBPA CHFR CLU COP1 CSNK1A1 CSNK1D CSNK1E CTSC DAB2 DAB2IP DDA1 DDRGK1 DET1 DISC1 DNAJB2 DVL1 ECSCR EGF ELOB FBXO22 FBXW7 FBXW8 FMR1 FZR1 GABARAP GBA1 GCLC GSK3A GSK3B HECTD1 HERPUD1 HSPA1A HSPA1B HSPBP1 IKBKG IL33 KCNE2 KEAP1 KLHL40 L3MBTL3 LAPTM5 LRRK2 MAGEF1 MAPK9 MDM2 NFE2L2 NKD2 NOP53 NUB1 NUPR1 OSBPL7 PABIR1 PIAS1 PLK1 PLK3 PRICKLE1 PRKN PSEN1 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD10 PTEN PTK2 PTK2B PYHIN1 RACK1 RAD23A RBX1 RCHY1 RFPL1 RGN RNF139 RNF14 RNF144A RNF144B RNF180 RNF185 RNF19A RNF19B RNF217 RNFT1 RNFT2 SGTA SH3RF1 SH3RF2 SH3RF3 SIRT2 SIRT6 SMAD7 SMURF1 SOCS4 SOCS5 STUB1 SUMO1 SUMO2 TAF1 TGFB1I1 TMEM259 TMTC3 TRAF7 TREM2 TRIB1 TRIB2 TRIB3 TRIM67 UBQLN1 UBQLN2 USP13 USP5 VCP WFS1 ZER1 ZFAND2A ZYG11B GOBP_POSITIVE_REGULATION_OF_PSEUDOPODIUM_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PSEUDOPODIUM_ASSEMBLY APC C15orf62 CCL21 CCR7 CDC42 CDC42EP1 CDC42EP2 CDC42EP3 CDC42EP4 CDC42EP5 F2RL1 KIT WASHC1 GOBP_POSITIVE_REGULATION_OF_PYROPTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_PYROPTOSIS CASP3 GBP1 GBP2 GBP3 GBP5 GOBP_POSITIVE_REGULATION_OF_RAC_PROTEIN_SIGNAL_TRANSDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_RAC_PROTEIN_SIGNAL_TRANSDUCTION ALS2 AUTS2 KRAS PIK3CB PIK3CG GOBP_POSITIVE_REGULATION_OF_REACTIVE_OXYGEN_SPECIES_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_REACTIVE_OXYGEN_SPECIES_BIOSYNTHETIC_PROCESS ADCY10 ADGRB1 CD36 CLCN3 CYBA DUOXA1 DUOXA2 GRIN1 H19 MIR24-1 MIR675 PARK7 PLCG2 RAB27A SLC5A3 SOD2 TLR4 TLR6 ZNF205 GOBP_POSITIVE_REGULATION_OF_REACTIVE_OXYGEN_SPECIES_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_REACTIVE_OXYGEN_SPECIES_METABOLIC_PROCESS ACE2 ACOD1 ADCY10 ADGRB1 AGT AGTR1 AKR1C1 AKR1C3 CBR1 CD177 CD36 CDKN1A CLCN3 CLEC7A CRP CYBA CYP1B1 DCXR DHRS4 DUOXA1 DUOXA2 F2 F2RL1 FPR2 GADD45A GNAI2 GRB2 GRIN1 GSTP1 H19 HVCN1 ITGAM ITGB2 LEP MAPK14 MAPT MIR24-1 MIR675 NFE2L2 NNT PARK7 PDGFB PDGFRB PID1 PLCG2 PRKCD PTK2B RAB27A RIPK1 RIPK3 RNF41 ROMO1 SLC5A3 SNCA SOD1 SOD2 SYK TGFB1 TGFBR2 THBS1 TLR4 TLR6 TP53 TSPO TYROBP XDH ZC3H12A ZNF205 GOBP_POSITIVE_REGULATION_OF_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_RECEPTOR_BINDING ANXA2 B2M BDNF HFE MMP9 NRP1 GOBP_POSITIVE_REGULATION_OF_RECEPTOR_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_RECEPTOR_CATABOLIC_PROCESS ABCA2 APOE DTX3L ITCH LAPTM5 PCSK9 PTPN1 GOBP_POSITIVE_REGULATION_OF_RECEPTOR_CLUSTERING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_RECEPTOR_CLUSTERING CD81 LRP4 MESD SSH1 TNFAIP6 ZDHHC2 GOBP_POSITIVE_REGULATION_OF_RECEPTOR_INTERNALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_RECEPTOR_INTERNALIZATION AHI1 ANGPT1 AP2M1 APELA APLN ARRB1 ARRB2 ATAD1 CD63 DRD2 DTNBP1 EGF FMR1 GH1 GREM1 INSR MAGI2 NTF3 PCSK9 PICK1 PLCG2 SCYL2 SELE SFRP4 SYK TBC1D5 VEGFA WNT3A GOBP_POSITIVE_REGULATION_OF_RECEPTOR_MEDIATED_ENDOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_RECEPTOR_MEDIATED_ENDOCYTOSIS AHI1 ANGPT1 ANXA2 AP2A1 AP2M1 APELA APLN APOA5 ARRB1 ARRB2 ATAD1 B2M BICD1 C3 CBL CCL19 CCL21 CD63 CLU DAB2 DGKD DRD2 DTNBP1 EGF FMR1 GH1 GREM1 H1-1 HFE HIP1 HNRNPK IL4 INSR LDLRAP1 MAGI2 NTF3 PCSK9 PICK1 PLCG2 PPT1 RAB21 SCYL2 SELE SERPINE1 SFRP4 SGIP1 SYK SYNE1 TBC1D5 TF VEGFA VTN WASL WNT3A GOBP_POSITIVE_REGULATION_OF_RECEPTOR_RECYCLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_RECEPTOR_RECYCLING ANXA2 ARAP1 BVES ECE1 EPS15 INPP5F NSF NSG1 PSEN1 RAB29 RAMP3 SCRIB SNCA VAMP3 GOBP_POSITIVE_REGULATION_OF_RECEPTOR_SIGNALING_PATHWAY_VIA_STAT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_RECEPTOR_SIGNALING_PATHWAY_VIA_STAT ADIPOR1 AGT CALM1 CAMK2A CCL5 CD300A CENPJ CRLF2 CRLF3 CSH1 CSH2 CSHL1 CYP1B1 EP300 ERBB4 F2 F2R GH1 GH2 GHR HES1 HES5 IFNL1 IL10 IL10RA IL10RB IL12B IL23A IL23R IL26 IL4 IL5 IL6 IL6R IL7R JAK2 KIT LEP MGAT5 MIR221 NOTCH1 OCIAD1 OCIAD2 PIBF1 PRL PRLR PTK2B TGFB1 TNF TSLP TYK2 USP1 WDR48 GOBP_POSITIVE_REGULATION_OF_REGULATED_SECRETORY_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_REGULATED_SECRETORY_PATHWAY ADORA2B AP1G1 CD177 CDK5 CDK5R2 DOC2B F2RL1 FGR GAB2 GATA1 GATA2 HLA-F HYAL3 IL13 IL4 IL4R ITGAM ITGB2 KCNB1 KLRC2 LAMP1 NLGN1 PLA2G3 PTAFR RAB15 RAB27A RAB3A RAB3D SCAMP5 SLC4A8 SNX4 SPHK2 STX1A STX4 STXBP1 SYK SYT1 SYT10 SYT4 SYT7 UNC13D VAMP7 VAMP8 ZP3 GOBP_POSITIVE_REGULATION_OF_REGULATORY_T_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_REGULATORY_T_CELL_DIFFERENTIATION AMBRA1 BCL6 BTN2A2 CD46 CR1 DUSP10 FOXO3 FOXP3 HLA-DRA HLA-DRB1 HLA-G IFNG IL2 IL2RG IL4I1 KAT5 KLHL25 LGALS9 LILRB2 LILRB4 SOCS1 SOX12 VSIR GOBP_POSITIVE_REGULATION_OF_RELEASE_OF_CYTOCHROME_C_FROM_MITOCHONDRIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_RELEASE_OF_CYTOCHROME_C_FROM_MITOCHONDRIA BAD BAK1 BAX BBC3 BCL2L11 BID BIK BMF BNIP3 CIDEB DNM1L FAM162A GPER1 HRK MFF MLLT11 MMP9 MOAP1 PDCD5 PINK1 PLAUR PMAIP1 PYCARD TNFSF10 TP53 GOBP_POSITIVE_REGULATION_OF_RELEASE_OF_SEQUESTERED_CALCIUM_ION_INTO_CYTOSOL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_RELEASE_OF_SEQUESTERED_CALCIUM_ION_INTO_CYTOSOL ABL1 AKAP6 APLNR BAX BDKRB1 CALM1 CALM2 CALM3 CAPN3 CASQ1 CD19 CEMIP CX3CL1 CXCL10 CXCL11 CXCL9 DRD1 F2 F2R F2RL3 GPER1 GSTM2 GSTO1 HAP1 HTT IL13 JPH2 LACRT LHCGR NPSR1 NTSR1 P2RY6 PDPK1 PKD2 PLCG1 SNCA SRI THY1 TRDN TRPC1 XCL1 GOBP_POSITIVE_REGULATION_OF_REPRODUCTIVE_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_REPRODUCTIVE_PROCESS ACVR1B AGO2 ANKRD31 APELA AR AURKA BAX BNC1 C1QBP CACNA1H CCDC87 CCR6 CDC25A CDC25B CDC25C CFAP69 CIB1 CITED2 CTNNB1 DEFB1 DHX37 DMRT1 EDNRB FAM170B FGF9 GLRA1 HDAC2 HYAL3 INHBA INHBB INSR IQCF1 LFNG LHFPL2 MAPK15 MEIOC MEIOSIN MSX1 MSX2 NPM2 NPR2 NR5A1 OOEP OVOL1 OXTR P2RY1 PDE3A PDE5A PGAM4 PIWIL2 PLA2G10 PLB1 PLCB1 PRDM14 PRDM7 PRDM9 PRSS37 PTAFR RAD51AP1 RBM46 RETN RNASE10 SHH SIRT2 SMURF2 SOX9 SRC SRY STRA8 SYCE3 SYDE1 TAC4 TACR1 TACR2 TACR3 UBE2B UNC5C VEGFA VIP WNT4 WNT5A WT1 YTHDC2 ZFPM2 ZP3 ZP4 GOBP_POSITIVE_REGULATION_OF_RESPIRATORY_BURST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_RESPIRATORY_BURST CAMK1D CLEC7A IGHA1 IGHA2 INS INSR JCHAIN LBP RPS19 GOBP_POSITIVE_REGULATION_OF_RESPONSE_TO_BIOTIC_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_RESPONSE_TO_BIOTIC_STIMULUS ACOD1 ADAM8 AIM2 AKIRIN2 ALPK1 ANKRD17 AP1G1 AP3B1 APPL1 APPL2 ARG1 ARRB2 ATAT1 BCL10 BIRC2 BIRC3 BMP6 BPIFB1 BRCC3 BTK C1QBP CACTIN CADM1 CARD8 CARD9 CASP1 CASP6 CAV1 CCL5 CD14 CD160 CD180 CD1D CD226 CD274 CD300A CD300LF CD36 CD40 CGAS CHUK CLEC4E CLEC6A CLEC7A CLNK CLPB COLEC10 COLEC11 COLEC12 CPTP CREBBP CRTAM CSNK1A1 CTSS CYBA CYLD DAB2IP DDX3X DDX60 DHX33 DHX58 DHX9 ECSIT EIF2AK2 EMILIN1 EMILIN2 EP300 EPG5 ERBIN EREG ESR1 F2RL1 FADD FBXL2 FBXO38 FCN1 FCN2 FCN3 FCRL3 FFAR2 FLOT1 FLOT2 FOSL1 FPR2 FYN GBP2 GBP5 GFI1 GPATCH3 GPR108 GPS2 GRAMD4 GRN GSDME HAVCR2 HCK HEXIM1 HLA-DRB1 HLA-DRB3 HLA-E HLA-F HLA-G HMGB1 HMGB2 HPX HRG HSP90AA1 HSPA1A HSPA1B HSPA8 HSPD1 IFI16 IFI35 IFIH1 IFNB1 IFNK IKBKB IKBKE IL12A IL12B IL17A IL17F IL18RAP IL21 INAVA IPO5 IRAK1 IRAK2 IRAK3 IRAK4 IRF1 IRF3 IRF4 IRF7 IRGM ITCH KCNJ8 KIR2DL4 KIR2DS2 KLK3 KLK5 KLK7 KLRC1 KLRC2 KLRC3 KLRC4 KLRC4-KLRK1 KLRD1 KLRK1 LACC1 LAG3 LAMP1 LBP LGALS9 LGR4 LILRA2 LILRA4 LRCH4 LRRC14 LRRC19 LSM14A LTF LY86 LY96 LYN MAP2K6 MAP3K7 MAPK8 MAPKAPK2 MAPKAPK3 MARK4 MATR3 MAVS MBL2 MED1 MEFV MFHAS1 MIF MIR140 MIR146A MIR149 MIR17 MIR19A MIR20A MIR520B MIR520E MIR708 MMP12 MMRN2 MNDA MR1 MYD88 NAGK NAGLU NAIP NCR3 NECTIN2 NEK7 NFKBIA NFKBIL1 NFKBIZ NINJ1 NLRC3 NLRC4 NLRC5 NLRP1 NLRP10 NLRP2B NLRP3 NLRP6 NLRX1 NMI NOD1 NOD2 NONO NOP53 NPLOC4 NR1D1 NR1H3 NR1H4 OAS1 OAS3 OASL OTUD4 OTULIN PAK1 PAK2 PAK3 PARP9 PDPK1 PELI1 PGC PHB1 PHB2 PIK3AP1 PIK3R1 PJA2 PLA2G5 PLCG2 PLSCR1 POLR3B POLR3C POLR3D POLR3F POLR3G PPP2CA PQBP1 PRKCA PRKCE PRKD1 PRKDC PSPC1 PTPN22 PTPRS PUM1 PUM2 PVR PYCARD PYDC1 PYDC2 PYDC5 PYHIN1 RAB11FIP2 RAB7B RAET1E RAET1G RASGRP1 RBM14 RBM47 REG3G RELA RFTN1 RIGI RIOK3 RIPK2 RNF125 RNF135 RNF185 RPS19 RPS6KA3 RSAD2 RTN4 S100A14 SARM1 SASH1 SCARA3 SCIMP SEC14L1 SFPQ SH2D1A SH2D1B SIGLEC16 SIN3A SIRT2 SLAMF6 SLC15A2 SLC15A3 SLC15A4 SLC22A13 SLC46A2 SMPDL3B SPI1 SRC STAT5B STING1 STMP1 SYK TARBP2 TASL TBK1 TICAM1 TICAM2 TIFA TIRAP TKFC TLR1 TLR10 TLR2 TLR3 TLR4 TLR5 TLR6 TLR7 TLR8 TLR9 TMEM126A TNF TNFAIP3 TNIP1 TNIP2 TNIP3 TOMM70 TRAF3 TRAF6 TREM2 TREML4 TRIL TRIM11 TRIM15 TRIM25 TRIM3 TRIM31 TRIM41 TRIM5 TRIM56 TRIM6 TRIM62 TSPAN6 TXK TYRO3 TYROBP UBE2K UBQLN1 UFD1 UNC93B1 USP15 USP17L2 USP27X USP29 USP50 VAV1 WDFY1 WNT5A XIAP XRCC5 XRCC6 ZBP1 ZCCHC3 ZDHHC12 ZDHHC5 ZNFX1 ZNRF1 ZNRF4 GOBP_POSITIVE_REGULATION_OF_RESPONSE_TO_CYTOKINE_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_RESPONSE_TO_CYTOKINE_STIMULUS ADAM17 AGPAT1 AGPAT2 AXL C1QTNF4 CASP1 CASP4 CD300LF CD74 CPNE1 CSF1 CXCR4 DHX9 EDN1 FADD GAS6 GFI1 HIF1A HPX HSPA1A HSPA1B IFIH1 IKBKE IL1R1 IL7 IRF3 IRF7 IRGM LAPTM5 LRRC70 LSM14A MAVS MED1 MIR1246 MMP12 MMP8 NLRC5 NLRP6 PAFAH1B1 PARP14 PARP9 PRKN RBM47 RIGI RIPK1 RIPK2 RNF185 STING1 TAF9 TBK1 TICAM2 TLR2 TLR4 TRAF2 TREM2 TRIM32 TRIM41 TRIM44 TRIM56 TRIM6 TSLP TXK UBE2K USP27X USP29 WNT5A ZBP1 GOBP_POSITIVE_REGULATION_OF_RESPONSE_TO_ENDOPLASMIC_RETICULUM_STRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_RESPONSE_TO_ENDOPLASMIC_RETICULUM_STRESS AGR2 ATF6 ATXN3 BAG6 BAK1 BAX BCAP31 BCL2L11 BOK CAV1 DAB2IP DDIT3 ERN1 FCGR2B HERPUD1 NCK1 NCK2 NFE2L2 PIK3R1 PMAIP1 PTPN1 PTPN2 RNF183 RNF185 RNFT1 RNFT2 SERINC3 SGTA SIRT1 TMEM259 TMEM33 UBQLN1 UBQLN2 USP13 WFS1 XBP1 GOBP_POSITIVE_REGULATION_OF_RESPONSE_TO_EXTERNAL_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_RESPONSE_TO_EXTERNAL_STIMULUS ABCC1 ACOD1 ADAM10 ADAM17 ADAM8 ADORA2B AGER AGT AGTR1 AIF1 AIM2 AKIRIN1 AKIRIN2 ALOX5AP ALPK1 ANKRD17 ANO6 AP1G1 AP3B1 APOH APP APPL1 APPL2 ARG1 ARRB2 ARTN ATAT1 AZU1 BCL10 BIRC2 BIRC3 BMP6 BMPR2 BPIFB1 BRAF BRCC3 BTK C1QBP C2CD4A C2CD4B C3 C3AR1 C5AR1 CACTIN CADM1 CALR CAMK1D CAMK2N1 CARD8 CARD9 CASP1 CASP4 CASP6 CASR CAV1 CCL1 CCL19 CCL21 CCL24 CCL26 CCL3 CCL4 CCL5 CCL7 CCN4 CCR1 CCR2 CCR4 CCR6 CCR7 CD14 CD160 CD180 CD1D CD226 CD28 CD300A CD300LF CD36 CD40 CD47 CD74 CD81 CDH13 CEBPA CEBPB CGAS CHUK CLEC4E CLEC6A CLEC7A CLNK CLOCK CLPB CMKLR1 CNR1 CNTF COLEC10 COLEC11 COLEC12 CPB2 CPTP CREB3 CREB3L3 CREBBP CRTAM CSF1 CSF1R CSNK1A1 CTSC CTSS CX3CL1 CX3CR1 CXCL10 CXCL12 CXCL13 CXCL17 CXCL8 CXCR2 CXCR4 CYBA CYLD DAB2IP DAPK2 DDT DDX3X DDX60 DEFB114 DEFB124 DHX33 DHX58 DHX9 DNM1L DSCAM ECSIT EDN1 EDN2 EDN3 EIF2AK2 EMILIN1 EMILIN2 EP300 EPG5 ERBIN EREG ESR1 ETS1 F2 F2RL1 F3 F7 FABP4 FADD FBXL2 FCGR1A FCN1 FCN2 FCN3 FCRL3 FEM1A FFAR2 FFAR3 FGF10 FGF16 FGF18 FGF2 FGFR1 FKBP1B FLNA FLOT1 FLOT2 FOSL1 FPR2 FYN GAS6 GBP2 GBP5 GFI1 GHRL GHSR GPATCH3 GPR108 GPR4 GPRC5B GPS2 GPSM3 GRAMD4 GRN GSDMD HAVCR2 HCK HEXIM1 HLA-E HLA-F HLA-G HMGB1 HMGB2 HPX HRG HSP90AA1 HSPA1A HSPA1B HSPA8 HSPB1 HSPD1 HYAL2 IDO1 IFI16 IFI35 IFIH1 IFNB1 IFNG IFNK IGF1R IKBKB IKBKE IL12A IL12B IL15 IL16 IL17A IL17F IL17RA IL18 IL18RAP IL1B IL1RL1 IL2 IL21 IL23A IL33 IL34 IL4 IL6 IL6R IL6ST INAVA IPO5 IRAK1 IRAK2 IRAK3 IRAK4 IRF1 IRF3 IRF4 IRF7 IRGM ITCH ITGA2 KARS1 KCNJ8 KDR KIR2DL4 KIR2DS2 KLK3 KLK5 KLK7 KLRC1 KLRC2 KLRC3 KLRC4 KLRC4-KLRK1 KLRD1 KLRK1 LACC1 LAG3 LAMP1 LBP LDLR LGALS1 LGALS2 LGALS9 LGMN LGR4 LILRA2 LILRA4 LILRA5 LPAR1 LPL LRCH4 LRRC14 LRRC19 LRRK2 LRSAM1 LSM14A LTA LTF LY86 LY96 LYN MAP2K6 MAP3K7 MAPK1 MAPK13 MAPK3 MAPK8 MAPKAPK2 MAPKAPK3 MARK4 MATR3 MAVS MBL2 MCU MDK MED1 MEFV MEGF8 MET MFHAS1 MGST2 MIF MIR126 MIR128-1 MIR140 MIR142 MIR144 MIR146A MIR149 MIR17 MIR181B1 MIR19A MIR206 MIR20A MIR21 MIR22 MIR221 MIR222 MIR431 MIR520B MIR520E MIR708 MIR92A1 MMP12 MMP8 MMRN2 MNDA MOSPD2 MSTN MYD88 NAGK NAGLU NAIP NAPEPLD NCKAP1L NCR3 NEAT1 NECTIN2 NEDD9 NEK7 NFKBIA NFKBIL1 NFKBIZ NINJ1 NKG7 NLRC3 NLRC4 NLRC5 NLRP1 NLRP10 NLRP12 NLRP2B NLRP3 NLRP6 NLRX1 NMI NOD1 NOD2 NONO NOP53 NPLOC4 NPY NPY5R NR1D1 NR1H3 NR1H4 NRP1 NTF3 NTRK3 NUPR1 OAS1 OAS3 OASL OPTN OSM OSMR OTUD4 OTULIN OXSR1 P2RX4 P2RY12 PAK1 PAK2 PAK3 PARK7 PARP9 PDCD4 PDE2A PDGFB PDGFD PDGFRA PDGFRB PDPK1 PELI1 PGC PGF PHB1 PHB2 PIK3AP1 PIK3CG PIK3R1 PJA2 PLA2G2A PLA2G3 PLA2G5 PLA2G7 PLAT PLAU PLCG2 PLG PLSCR1 POLR3B POLR3C POLR3D POLR3F POLR3G PPM1F PPP2CA PQBP1 PRKCA PRKCE PRKD1 PRKD2 PRKDC PRSS56 PSPC1 PTGER3 PTGER4 PTGS2 PTK2 PTK2B PTN PTPN22 PTPRS PUM1 PUM2 PVR PYCARD PYDC1 PYDC2 PYDC5 PYHIN1 RAB11FIP2 RAB7B RAC1 RAC2 RAET1E RAET1G RARRES2 RASGRP1 RBM14 RBM47 REG3G RELA RFTN1 RIGI RIOK3 RIPK1 RIPK2 RIPOR2 RNF125 RNF135 RNF185 RNF31 RPS19 RPS6KA3 RSAD2 RTN4 S100A12 S100A14 S100A7 S100A8 S100A9 S1PR1 SARM1 SASH1 SCARA3 SCARF1 SCG2 SCIMP SEC14L1 SEMA5A SERPINE1 SERPINF2 SETD4 SFPQ SH2D1A SH2D1B SIGLEC16 SIN3A SIRT2 SLAMF1 SLAMF6 SLC15A2 SLC15A3 SLC15A4 SLC46A2 SLIT2 SMAD3 SMOC2 SMPDL3B SNCA SNX4 SPI1 SRC STAP1 STAT5B STING1 STK24 STK39 STMP1 STX3 STX4 SUCNR1 SWAP70 SYK TAFA3 TARBP2 TASL TBK1 TGFB1 THBD THBS1 THBS4 TIAM1 TICAM1 TICAM2 TIFA TIRAP TKFC TLR1 TLR10 TLR2 TLR3 TLR4 TLR5 TLR6 TLR7 TLR8 TLR9 TMEM102 TMEM126A TMSB4X TNF TNFAIP3 TNFRSF11A TNFRSF1A TNFSF11 TNFSF14 TNFSF18 TNFSF4 TNIP1 TNIP2 TNIP3 TOMM70 TPBG TRADD TRAF3 TRAF6 TREM2 TREML4 TRIL TRIM11 TRIM15 TRIM25 TRIM3 TRIM31 TRIM41 TRIM5 TRIM56 TRIM6 TRIM62 TRPV4 TSLP TSPAN6 TTBK1 TXK TYRO3 TYROBP UBE2K UBQLN1 UFD1 UNC93B1 USF1 USP15 USP17L2 USP27X USP29 USP50 VAMP7 VAMP8 VAV1 VEGFA VEGFB VEGFC VEGFD VTN WDFY1 WNK1 WNT5A XCL1 XCL2 XIAP XRCC5 XRCC6 ZBP1 ZCCHC3 ZDHHC12 ZDHHC5 ZNF580 ZNFX1 ZNRF1 ZNRF4 ZP3 GOBP_POSITIVE_REGULATION_OF_RESPONSE_TO_TUMOR_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_RESPONSE_TO_TUMOR_CELL CD160 CD226 CD274 CRTAM FBXO38 GSDME HLA-DRB1 HLA-DRB3 HRG HSPD1 IL12A IL12B MR1 NECTIN2 PVR SLC22A13 GOBP_POSITIVE_REGULATION_OF_RESPONSE_TO_TYPE_II_INTERFERON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_RESPONSE_TO_TYPE_II_INTERFERON HPX IRGM MED1 NLRC5 PARP9 TXK GOBP_POSITIVE_REGULATION_OF_RESPONSE_TO_WOUNDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_RESPONSE_TO_WOUNDING ACTG1 ADRA2A ANO6 ANXA1 APOH ARFGEF1 ATP7A BRAF CCN4 CD36 CLDN1 CLDN3 CLDN4 CLEC7A CNTF CPB2 CXCR4 DDR2 DMTN DUOX1 DUOX2 EMILIN1 EMILIN2 ENPP4 F12 F2 F2R F3 F7 FERMT1 FERMT2 FKBP1B FLNA FOXC2 GRN HBEGF HPSE HRAS HRG IGF1R INSL3 ITGB1 KANK1 MDK MIR21 MIR221 MIR222 MIR29A MIR431 MIR451A MTOR MYLK NFE2L2 OCLN PLAT PLAU PLG PRDX2 PRKCE PTK2 PTN PUM2 REG3A REG3G RREB1 SCARF1 SERPINE1 SERPINF2 SMOC2 ST3GAL4 STK24 TBXA2R THBD THBS1 USF1 VTN XBP1 GOBP_POSITIVE_REGULATION_OF_RETINOIC_ACID_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_RETINOIC_ACID_RECEPTOR_SIGNALING_PATHWAY ASXL1 CTBP2 KLF2 NR2C1 TRIM16 GOBP_POSITIVE_REGULATION_OF_RHO_PROTEIN_SIGNAL_TRANSDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_RHO_PROTEIN_SIGNAL_TRANSDUCTION ABRA ADGRG1 AKAP13 APOA1 ARHGEF3 ARRB1 COL3A1 F11R F2R F2RL1 F2RL2 F2RL3 GPR17 GPR174 GPR18 GPR199P GPR20 GPR35 GPR4 GPR55 GPR65 LPAR1 LPAR2 LPAR4 LPAR6 MCF2L NET1 P2RY10 P2RY8 PRAG1 RAC1 ROBO1 RTN4R SYNPO2L GOBP_POSITIVE_REGULATION_OF_RIG_I_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_RIG_I_SIGNALING_PATHWAY ANKRD17 DDX60 DHX58 OASL PUM1 PUM2 TRIM15 USP15 USP17L2 ZCCHC3 GOBP_POSITIVE_REGULATION_OF_RNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_RNA_BINDING EIF3C EIF3D EIF3E EIF4G1 FMR1 LARP6 NCBP1 GOBP_POSITIVE_REGULATION_OF_RNA_EXPORT_FROM_NUCLEUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_RNA_EXPORT_FROM_NUCLEUS CPSF6 DHX9 KHDRBS1 NCBP2 NRDE2 GOBP_POSITIVE_REGULATION_OF_RNA_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_RNA_METABOLIC_PROCESS AATF ABHD14B ABL1 ABLIM3 ABRA ABT1 ACTB ACTL6A ACTL6B ACTN1 ACTN2 ACTN4 ACTR2 ACTR3 ACTR5 ACTR6 ACTR8 ACVR1 ACVR2A ACVRL1 ADCYAP1 ADIRF ADRB2 AFAP1L2 AGO1 AGO2 AGO3 AGO4 AGRN AGT AGTR2 AHI1 AHR AIP AIRE AKAP8L AKIRIN1 AKIRIN2 AKNA AKT1 ALX1 ALX4 ALYREF ANKRD1 ANKRD23 ANKRD49 ANXA2 AP3B1 AP3D1 APBB1 APBB2 APEX1 APLN APOE APP AR ARF4 ARHGEF11 ARHGEF2 ARID1A ARID1B ARID3A ARID3B ARID3C ARID4A ARID4B ARID5A ARID5B ARL2BP ARMCX3 ARNT ARNT2 ARRB1 ARX ASCL1 ASCL2 ASCL3 ASH1L ASH2L ASXL1 ASXL2 ASXL3 ATAD2 ATAD2B ATF1 ATF2 ATF3 ATF4 ATF5 ATF6 ATF6B ATF7 ATF7IP ATM ATMIN ATN1 ATOH1 ATOH7 ATOH8 ATRX ATXN7 ATXN7L3 AUTS2 BACH1 BAMBI BARHL1 BARHL2 BARX2 BATF BAZ1B BCAS3 BCL10 BCL11B BCL2L12 BCL3 BCL9 BCL9L BCLAF1 BCLAF3 BEX1 BHLHA15 BHLHE22 BHLHE23 BICRA BICRAL BIRC2 BLM BMAL1 BMAL2 BMP10 BMP2 BMP4 BMP5 BMP6 BMP7 BMPR1A BMPR1B BMPR2 BNC1 BORCS8-MEF2B BPTF BRCA1 BRCA2 BRD4 BRD7 BRD8 BRDT BRF1 BRPF1 BSX BTBD18 BTG2 BTRC BUD23 BUD31 CALCOCO1 CAMK1 CAMK4 CAMKK2 CAMTA1 CAMTA2 CAND1 CAND2 CAPN3 CAPRIN1 CAPRIN2 CARF CARM1 CASK CASZ1 CAVIN4 CBFB CCAR1 CCDC124 CCDC62 CCN1 CCNA2 CCNC CCNK CCNT1 CCNT2 CCPG1 CD28 CD38 CD4 CD40 CD74 CD80 CD81 CD86 CDC5L CDC73 CDH1 CDH13 CDK12 CDK13 CDK2 CDK5RAP2 CDK5RAP3 CDK7 CDK9 CDKN1C CDON CDX1 CDX2 CDX4 CEBPA CEBPB CEBPD CEBPE CEBPG CEBPZ CELA1 CELF1 CELF3 CELF4 CENPJ CEP290 CGA CHCHD10 CHCHD2 CHD3 CHD4 CHD6 CHD7 CHD8 CHEK2 CHP2 CHUK CHURC1 CIITA CIRBP CITED1 CITED2 CITED4 CKAP2 CLNS1A CLOCK CNBP CNOT1 CNOT10 CNOT11 CNOT2 CNOT3 CNOT4 CNOT6 CNOT6L CNOT7 CNOT8 CNOT9 COL1A1 COPS5 CPEB3 CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 CREBBP CREBL2 CREBRF CREBZF CREM CRLF3 CRTC1 CRTC2 CRTC3 CRX CSDE1 CSF3 CSRNP1 CSRNP2 CSRNP3 CSRP3 CTBP1 CTBP2 CTCF CTCFL CTNNB1 CTR9 CX3CL1 CXCL10 CXXC1 CYTL1 DAB2 DAB2IP DAXX DAZAP1 DBP DCAF6 DCN DCP1A DCP1B DCP2 DCPS DDIT3 DDN DDRGK1 DDX11 DDX17 DDX21 DDX39B DDX3X DEAF1 DEK DGCR8 DHX33 DHX36 DHX9 DIMT1 DIS3 DIS3L2 DLL1 DLX1 DLX2 DLX3 DLX5 DMAP1 DMRT1 DMRT2 DMTF1 DNAJC2 DND1 DNM2 DNM3OS DOT1L DRD2 DTX1 DTX3L DUX4 DVL1 DVL2 DVL3 DXO DYRK1A DYRK1B E2F1 E2F2 E2F3 E2F4 E2F5 E2F7 E2F8 E4F1 EAF2 EAPP EBF2 EBF3 EBF4 ECD EDF1 EDN1 EDRF1 EFCAB7 EGF EGFR EGLN1 EGR1 EGR2 EGR3 EGR4 EHF EIF2AK3 EIF4ENIF1 EIF5A ELF1 ELF2 ELF3 ELF4 ELK1 ELK3 ELK4 ELL ELL2 ELL3 EN1 EN2 ENG ENY2 EOMES EP300 EP400 EPAS1 EPC1 EPC2 EPCAM EPO ERBB2 ERBB4 ERCC1 ERCC6 ERG ERN1 ESR1 ESR2 ESRRA ESRRB ESRRG ETS1 ETS2 ETV1 ETV2 ETV4 ETV5 ETV6 EVX1 EXOSC2 EXOSC3 EXOSC5 EXOSC7 EXOSC8 EXOSC9 EYA1 EZH1 F2R F2RL1 FADD FAM170A FANK1 FBXW11 FEV FEZF1 FEZF2 FGF1 FGF10 FGF2 FGF23 FGF4 FGF7 FGFR2 FHL5 FHOD1 FIGLA FIZ1 FLCN FLI1 FOS FOSB FOSL1 FOSL2 FOXA1 FOXA2 FOXA3 FOXC1 FOXC2 FOXD1 FOXD2 FOXD3 FOXE1 FOXF1 FOXF2 FOXH1 FOXI1 FOXJ1 FOXJ2 FOXJ3 FOXK1 FOXK2 FOXL2 FOXM1 FOXN1 FOXN4 FOXO1 FOXO3 FOXO4 FOXP3 FOXR1 FSHB FSTL3 FTO FUBP3 FUS FXR1 FXR2 FZD1 FZD2 FZD4 FZD5 FZD7 GABPA GABPB1 GABPB2 GAL GALR1 GALR2 GALR3 GAS5 GATA1 GATA2 GATA3 GATA4 GATA5 GATA6 GATAD2A GATAD2B GBX2 GCM1 GCM2 GDF2 GDF6 GDF7 GDNF GFI1B GIGYF2 GLI1 GLI2 GLI3 GLIS1 GLIS2 GLIS3 GLMP GMEB1 GMEB2 GNL3 GPATCH3 GPBP1 GPBP1L1 GPER1 GPS2 GREM1 GRHL1 GRHL2 GRHL3 GRIN1 GRSF1 GSK3A GSX1 GTF2A1 GTF2A1L GTF2A2 GTF2F1 GTF2F2 GTF2H1 GTF2I GTPBP1 H2AZ1 HABP4 HAMP HAND1 HAND2 HAS3 HAX1 HCFC1 HCFC2 HCLS1 HDAC1 HDAC2 HDAC3 HDAC4 HDAC5 HDGF HEATR1 HELT HELZ2 HES1 HES5 HEXB HEY1 HEY2 HEYL HGF HHEX HIF1A HINFP HIPK2 HIVEP1 HIVEP3 HJV HLA-DRB1 HLF HLTF HMBOX1 HMGA1 HMGA2 HMGB1 HMGB2 HMGN1 HMGN5 HMX2 HNF1A HNF1B HNF4A HNF4G HNRNPAB HNRNPD HNRNPK HNRNPLL HNRNPR HNRNPU HOXA1 HOXA10 HOXA11 HOXA13 HOXA2 HOXA4 HOXA5 HOXA7 HOXA9 HOXB1 HOXB2 HOXB3 HOXB4 HOXB5 HOXB7 HOXB9 HOXC10 HOXC11 HOXC13 HOXC4 HOXD10 HOXD13 HOXD3 HOXD4 HOXD8 HOXD9 HRAS HSF1 HSF2 HSPA1A HSPA5 HSPA8 HTATIP2 HYAL2 ICE1 ICE2 ID2 ID4 IER2 IER5 IFI16 IFNB1 IFNL1 IFT74 IGF1 IGF2 IGF2BP1 IHH IKBKB IKBKG IKZF3 IKZF4 IL10 IL11 IL17A IL17F IL18 IL1A IL1B IL2 IL23A IL25 IL26 IL31RA IL33 IL4 IL4I1 IL5 IL6 ILF2 ILF3 ILK ING1 ING2 ING3 ING4 INHBA INO80 INO80B INO80C INO80D INO80E INPP5K INSR IPPK IRF1 IRF2 IRF2BPL IRF3 IRF4 IRF5 IRF6 IRF7 IRF8 IRF9 IRX3 IRX6 ISL1 ISL2 ITGA6 ITGA8 ITGB1BP1 JADE1 JAG1 JAK2 JMJD6 JMY JUN JUNB JUND JUP KANSL1 KANSL2 KANSL3 KARS1 KAT2A KAT2B KAT5 KAT6A KAT6B KAT7 KAT8 KCNH2 KCNQ1OT1 KDM1A KDM1B KDM3A KDM4C KDM5A KDM6B KDM7A KDM8 KHSRP KLF1 KLF10 KLF13 KLF14 KLF15 KLF2 KLF4 KLF5 KLF6 KLF7 KMT2A KMT2B KMT2C KMT2D KMT2E KPNA6 LARP7 LBH LBHD1 LDB1 LDB2 LEF1 LEO1 LGR4 LHX1 LHX2 LHX3 LHX4 LHX5 LIF LILRB1 LIN28B LITAF LMO1 LMO2 LMO3 LMO4 LMO7 LMX1A LMX1B LPIN1 LPIN2 LPIN3 LRP5 LRP6 LSM1 LUM LYAR LYL1 MACC1 MAD2L2 MAF MAFA MAFB MAFF MAFG MAGED1 MAK MAML1 MAML2 MAML3 MAMSTR MAP2K1 MAP2K2 MAP2K3 MAP2K5 MAP2K7 MAP3K12 MAP3K5 MAPK14 MAPK3 MAPK7 MAPRE3 MARS1 MAVS MAX MAZ MBD2 MBD3 MBTD1 MBTPS2 MC1R MCIDAS MCRS1 MDC1 MDFIC MDK MEAF6 MECOM MECP2 MED1 MED10 MED11 MED12 MED12L MED13 MED14 MED15 MED16 MED17 MED18 MED19 MED20 MED21 MED22 MED23 MED24 MED25 MED26 MED27 MED28 MED29 MED30 MED31 MED4 MED6 MED7 MED8 MED9 MEF2A MEF2B MEF2C MEF2D MEIS1 MEIS2 MEIS3 MEIS3P1 MEN1 MEOX1 MEOX2 MEPCE MESP1 MET METTL14 METTL16 METTL23 METTL3 MEX3D MGA MICAL2 MID2 MIR1-1 MIR100 MIR103B1 MIR106A MIR125A MIR125B1 MIR128-1 MIR130A MIR133A1 MIR135B MIR137 MIR140 MIR145 MIR146A MIR149 MIR151A MIR181A2 MIR185 MIR18A MIR190B MIR191 MIR192 MIR195 MIR206 MIR20A MIR210 MIR212 MIR214 MIR223 MIR23A MIR24-1 MIR26B MIR27A MIR302A MIR302C MIR30B MIR326 MIR342 MIR373 MIR423 MIR4286 MIR485 MIR486-1 MIR491 MIR497 MIR517A MIR517C MIR520C MIR543 MIR562 MIR564 MIR608 MIR625 MIR655 MIR663A MIR665 MIR885 MIR9-1 MIR9-1HG MIR93 MIR96 MIR98 MIRLET7A1 MIRLET7B MIRLET7E MITF MIXL1 MKRN2 MLH1 MLIP MLLT1 MLLT10 MLLT11 MLLT3 MLLT6 MLX MLXIP MLXIPL MMP12 MMS19 MORF4L1 MORF4L2 MOSPD1 MOV10 MRGBP MRPL12 MRTFA MRTFB MSANTD1 MSGN1 MSL1 MSL2 MSL3 MSTN MSX1 MT3 MTA1 MTA2 MTA3 MTDH MTF1 MTOR MUC1 MYB MYBBP1A MYBL1 MYBL2 MYC MYCBP MYCN MYD88 MYDGF MYF5 MYF6 MYOCD MYOD1 MYOG MYRF MYRFL MYSM1 MZF1 NAA15 NAA16 NAMPT NANOG NANOS1 NANOS2 NANOS3 NAT14 NCBP1 NCBP2 NCF1 NCK1 NCK2 NCL NCOA1 NCOA2 NCOA3 NCOA4 NCOA6 NCOA7 NDN NDP NEAT1 NEK4 NELFA NELFE NEUROD1 NEUROD2 NEUROD4 NEUROD6 NEUROG1 NEUROG2 NEUROG3 NFAT5 NFATC1 NFATC2 NFATC2IP NFATC3 NFATC4 NFE2 NFE2L2 NFE4 NFIA NFIB NFIC NFIL3 NFIX NFKB1 NFKB2 NFKBIA NFKBIB NFKBIZ NFRKB NFYA NFYB NFYC NGFR NHLH1 NHLH2 NIBAN2 NIF3L1 NIPBL NKRF NKX2-1 NKX2-2 NKX2-3 NKX2-5 NKX2-6 NKX2-8 NKX3-1 NKX6-1 NKX6-3 NLRC5 NLRP3 NMD3 NME2 NOCT NOD2 NODAL NOG NOL11 NOS1 NOTCH1 NOTCH3 NOTCH4 NPAS2 NPAS3 NPAS4 NPAT NPM1 NPNT NR0B2 NR1D1 NR1D2 NR1H2 NR1H3 NR1H4 NR1I2 NR1I3 NR2C2 NR2E1 NR2E3 NR2F1 NR2F2 NR3C1 NR4A1 NR4A2 NR4A3 NR5A1 NR5A2 NR6A1 NRF1 NRIP1 NRL NSD1 NSD3 NT5C3B NUCKS1 NUFIP1 NUP62 NUP85 NUP98 NUPR1 OGT OLIG1 OLIG2 OLIG3 ONECUT1 ONECUT2 ONECUT3 OSM OSR1 OSR2 OTX1 OTX2 OVOL2 P2RY1 PABPC1 PABPN1L PAF1 PAGE4 PAGR1 PAIP1 PAN2 PAN3 PARK7 PARN PARP1 PARP9 PATL1 PATL2 PATZ1 PAX2 PAX3 PAX5 PAX6 PAX8 PAX9 PAXBP1 PAXIP1 PBX1 PBX2 PBX3 PBX4 PBXIP1 PCBD1 PCBD2 PCBP1 PCBP2 PCGF5 PCID2 PCK1 PDE12 PDGFB PDLIM1 PDX1 PEG3 PELP1 PER1 PER2 PF4 PFKM PGR PHB1 PHF10 PHF2 PHF20 PHF5A PHF8 PHIP PHOX2A PHOX2B PIAS1 PICALM PID1 PIH1D1 PIK3R1 PIK3R2 PIM1 PIM2 PIN1 PITHD1 PITX1 PITX2 PITX3 PKD1 PKD2 PKN1 PKNOX1 PLA2G1B PLAC8 PLAG1 PLAGL1 PLAGL2 PLCB1 PLEKHN1 PLSCR1 PMF1 PNLDC1 PNPT1 POGZ POLR2A POLR2G POMC POU1F1 POU2AF1 POU2AF2 POU2AF3 POU2F1 POU2F2 POU2F3 POU3F1 POU3F2 POU3F3 POU4F1 POU4F2 POU4F3 POU5F1 PPARA PPARD PPARG PPARGC1A PPARGC1B PPM1A PPP1R12A PPP2R5B PPP3CA PPP3CB PPP3R1 PPRC1 PQBP1 PRDM10 PRDM11 PRDM15 PRDM16 PRDM2 PRDM4 PRDM5 PRDX6 PRIM2 PRKAA1 PRKCB PRKD1 PRKD2 PRKDC PRKN PRL PRMT2 PRMT5 PROP1 PROX1 PRPF19 PRPF6 PRR5L PRRX1 PSEN1 PSMC3 PSMC3IP PSMC5 PSMC6 PSMD9 PSRC1 PTBP1 PTCH1 PTF1A PTGES2 PTH PTMA PTMS PTOV1 PTPRN PUM1 PUM2 PWP1 PWWP2A PWWP2B PYGO1 PYHIN1 QRICH1 RAF1 RAI1 RAP2C RARA RARB RARG RASL11A RAX RAX2 RB1 RBBP4 RBBP7 RBM14 RBM15 RBM20 RBM22 RBM23 RBM24 RBM3 RBMX RBMXL1 RBMY1A1 RBMY1B RBMY1D RBMY1E RBMY1F RBMY1J RBPJ RBPJL RBPMS RC3H1 RC3H2 REL RELA RELB RERE REST RET RFC1 RFX2 RFX3 RFX4 RFX5 RFX6 RFXANK RFXAP RGCC RGMA RGMB RHOG RHOQ RIDA RIGI RIOK1 RIOK2 RIPK1 RIPK2 RIPK3 RIT2 RLF RNASEL RNF10 RNF111 RNF14 RNF187 RNF20 RNF4 RNF40 RNF6 ROCK1 ROCK2 RORA RORB RORC RPRD1B RPS6KA1 RPS6KA3 RPS6KA4 RPS6KA5 RPTOR RREB1 RRN3 RRP1B RSF1 RTRAF RUNX1 RUNX2 RUNX3 RUVBL1 RUVBL2 RXRA RXRB RXRG RYBP S100A10 S1PR1 SALL1 SALL2 SALL4 SAMD4A SAMD4B SATB2 SBNO2 SCAF8 SCAND1 SCX SEC14L2 SENP1 SERPINF2 SERTAD1 SERTAD2 SERTAD3 SETD3 SETD4 SETD7 SETSIP SETX SF3B1 SF3B3 SF3B4 SF3B5 SFPQ SFR1 SFRP1 SFRP2 SGF29 SHC1 SHH SHOX SIRT1 SIRT2 SIRT7 SIX1 SIX2 SIX3 SIX4 SIX5 SKAP1 SKI SLC11A1 SLC30A9 SLC38A2 SLC38A3 SLC39A5 SLC40A1 SLC9A1 SMAD1 SMAD2 SMAD3 SMAD4 SMAD5 SMAD6 SMAD9 SMARCA1 SMARCA2 SMARCA4 SMARCA5 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMO SMYD3 SNAI1 SNRNP70 SNW1 SNX5 SOST SOX1 SOX10 SOX11 SOX12 SOX14 SOX15 SOX17 SOX18 SOX2 SOX21 SOX3 SOX30 SOX4 SOX7 SOX8 SOX9 SP1 SP100 SP3 SP7 SPAG8 SPDEF SPI1 SPIB SPIC SPIN1 SPP1 SQSTM1 SRA1 SRCAP SREBF1 SREBF2 SRF SRSF1 SRY SS18 SS18L1 SS18L2 SSBP2 SSBP3 SSBP4 ST18 STAT1 STAT2 STAT3 STAT4 STAT5A STAT5B STAT6 STH STING1 STK16 SUB1 SUPT16H SUPT20H SUPT3H SUPT4H1 SUPT5H SUPT6H SUPT7L SUPV3L1 SYNCRIP TACC1 TADA1 TADA2A TADA2B TADA3 TAF1 TAF10 TAF11 TAF11L11 TAF11L12 TAF11L13 TAF11L14 TAF11L2 TAF11L3 TAF11L4 TAF11L7 TAF11L9 TAF12 TAF13 TAF15 TAF1L TAF2 TAF3 TAF4 TAF4B TAF5 TAF5L TAF6 TAF6L TAF7 TAF8 TAF9 TAL1 TARDBP TASP1 TBK1 TBL1X TBL1XR1 TBP TBR1 TBX1 TBX10 TBX15 TBX18 TBX19 TBX2 TBX20 TBX21 TBX22 TBX3 TBX4 TBX5 TBX6 TBXT TCEA1 TCERG1 TCF12 TCF15 TCF20 TCF21 TCF3 TCF4 TCF7L2 TDRD3 TEAD1 TEAD2 TEAD3 TEAD4 TEF TENT4A TENT4B TERT TESC TET1 TET2 TET3 TF TFAM TFAP2A TFAP2B TFAP2C TFAP2D TFAP2E TFAP4 TFCP2 TFCP2L1 TFDP1 TFDP2 TFE3 TFEB TFEC TFPT TFR2 TGFB1 TGFB1I1 TGFB2 TGFB3 TGFBR1 THAP11 THAP3 THOC1 THOC5 THRA THRAP3 THRB TLR2 TLR3 TLR4 TLR7 TLR9 TLX1 TLX2 TMF1 TMPRSS6 TNF TNFRSF1A TNFRSF1B TNFSF11 TNFSF8 TNIP1 TNIP2 TNKS TNKS1BP1 TNNI2 TNRC6A TNRC6B TNRC6C TOB1 TOP2A TOP2B TOPORS TOX2 TOX3 TP53 TP53BP1 TP53INP1 TP53INP2 TP63 TP73 TRA2A TRA2B TRAF6 TRERF1 TRIAP1 TRIM13 TRIM14 TRIM15 TRIM16 TRIM21 TRIM22 TRIM24 TRIM25 TRIM27 TRIM28 TRIM31 TRIM32 TRIM37 TRIM38 TRIM44 TRIM5 TRIM52 TRIM62 TRIM71 TRIM8 TRIP11 TRIP4 TRMT112 TRRAP TRUB1 TSTD1 TTC5 TUT4 TUT7 TWIST1 TXK U2AF2 UBE2E1 UBE2L3 UBE2V1 UBE3A UBP1 UBTF UBTFL1 UBTFL6 UCHL5 UCN UHRF1 UPF1 USF1 USF2 USF3 USP16 USP21 USP22 UTF1 UTP15 VDR VEGFA VENTX VEZF1 VGLL1 VGLL2 VHL VPS72 WAC WAS WASL WBP2 WBP2NL WDR43 WDR5 WDR75 WDR77 WNK1 WNT1 WNT10B WNT11 WNT2 WNT3A WNT4 WNT5A WNT6 WNT7A WNT8A WT1 WWC1 WWOX WWP2 WWTR1 XBP1 XIST XPC XRCC6 YAF2 YAP1 YBX1 YEATS4 YES1 YTHDF1 YTHDF2 YTHDF3 YWHAH YY1 YY2 ZBED1 ZBED3 ZBED4 ZBTB16 ZBTB17 ZBTB18 ZBTB38 ZBTB48 ZBTB49 ZBTB7B ZBTB7C ZC3H12A ZC3H12D ZC3H18 ZC3H8 ZC3HAV1 ZEB1 ZEB2 ZFAT ZFHX3 ZFP36 ZFP36L1 ZFP36L2 ZFP62 ZFP64 ZFP90 ZFPM1 ZFPM2 ZFX ZFY ZGLP1 ZIC1 ZIC2 ZIC3 ZKSCAN3 ZMIZ1 ZMIZ2 ZMYND8 ZNF107 ZNF112 ZNF131 ZNF143 ZNF148 ZNF175 ZNF197 ZNF208 ZNF212 ZNF219 ZNF224 ZNF225 ZNF226 ZNF227 ZNF229 ZNF24 ZNF263 ZNF267 ZNF268 ZNF281 ZNF287 ZNF292 ZNF300 ZNF304 ZNF318 ZNF319 ZNF335 ZNF33A ZNF33B ZNF341 ZNF345 ZNF384 ZNF395 ZNF398 ZNF407 ZNF410 ZNF423 ZNF43 ZNF445 ZNF462 ZNF473 ZNF48 ZNF484 ZNF485 ZNF493 ZNF496 ZNF507 ZNF513 ZNF516 ZNF521 ZNF541 ZNF544 ZNF574 ZNF580 ZNF585A ZNF585B ZNF593 ZNF594 ZNF597 ZNF600 ZNF606 ZNF609 ZNF615 ZNF629 ZNF639 ZNF658 ZNF658B ZNF668 ZNF71 ZNF711 ZNF717 ZNF721 ZNF729 ZNF746 ZNF750 ZNF76 ZNF770 ZNF780B ZNF782 ZNF784 ZNF786 ZNF808 ZNF814 ZNF827 ZNF836 ZNF840P ZNF841 ZNF845 ZNF850 ZNF91 ZNF99 ZNHIT1 ZP3 ZPR1 ZSCAN21 ZSWIM8 ZXDA ZXDC GOBP_POSITIVE_REGULATION_OF_RNA_SPLICING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_RNA_SPLICING CELF3 CELF4 CIRBP CLNS1A DAZAP1 DYRK1A ERN1 HABP4 HMX2 HNRNPLL HSPA1A HSPA8 NCBP1 NCL NUP98 PIK3R1 POLR2A PRDX6 PRMT5 PRPF19 RBM20 RBM22 RBM3 RBMX RBMXL1 RBMY1A1 RBMY1B RBMY1D RBMY1E RBMY1F RBMY1J SETX SF3B4 SLC38A2 SLC39A5 SNRNP70 SNW1 SRSF1 STH THRAP3 TRA2A TRA2B U2AF2 WDR77 ZPR1 GOBP_POSITIVE_REGULATION_OF_RRNA_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_RRNA_PROCESSING BUD23 DIMT1 HEATR1 RIOK1 RIOK2 SIRT7 TRMT112 UTP15 WDR43 WDR75 GOBP_POSITIVE_REGULATION_OF_RUFFLE_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_RUFFLE_ASSEMBLY CARMIL2 COBL CYFIP1 DEF8 EPS8 EPS8L1 EPS8L2 EPS8L3 FAM98A HRAS NDEL1 NLGN1 P2RY12 PFN1 PLEKHM1 GOBP_POSITIVE_REGULATION_OF_RYANODINE_SENSITIVE_CALCIUM_RELEASE_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_RYANODINE_SENSITIVE_CALCIUM_RELEASE_CHANNEL_ACTIVITY AKAP6 CALM1 CALM2 CALM3 GSTM2 GSTO1 JPH2 TRDN GOBP_POSITIVE_REGULATION_OF_SARCOMERE_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_SARCOMERE_ORGANIZATION BMP10 EDN1 MIR1-1 MYLK3 PRKD1 PROX1 GOBP_POSITIVE_REGULATION_OF_SECONDARY_METABOLITE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_SECONDARY_METABOLITE_BIOSYNTHETIC_PROCESS APPL1 ASIP ATP7A CDH3 GIPC1 OPN3 PMEL RAB38 TYRP1 ZEB2 GOBP_POSITIVE_REGULATION_OF_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_SECRETION AACS ABAT ABCB11 ABCC8 ABCG1 ACHE ACSL3 ACSL4 ADAM8 ADAM9 ADCY8 ADCYAP1 ADORA1 ADORA2A ADORA2B AIMP1 ALOX12B ANG ANKRD1 ANO1 ANXA2 AP1G1 APBB1 APBB3 AQP1 ARF6 ATG5 ATP13A2 AVP AVPR1A AVPR1B BAD BAIAP3 BGLAP BLK BMP2 BMP6 C1QTNF1 C1QTNF12 C1QTNF3 C2CD2L CADPS CADPS2 CAPN10 CARTPT CASR CD177 CD2AP CD33 CD38 CDK5 CDK5R2 CFTR CHMP2A CHRM3 CHRNB2 CLASP1 CLASP2 CPB2 CREB1 CRH CXCL12 CYBA CYP19A1 CYP4A11 CYP4F2 DAB2 DNM1L DOC2B DRD2 DTNBP1 EDN1 EDN3 EXPH5 F2 F2RL1 F2RL2 FFAR1 FFAR2 FFAR4 FGA FGB FGG FGR FOXL2 FRMD4A GAB2 GABBR1 GAL GALR1 GATA1 GATA2 GCG GCK GDNF GHRH GHRHR GHRL GIP GIPR GLUD1 GNA11 GOLPH3 GOLPH3L GPER1 GPLD1 GPR158 GPR27 GPR68 GRK2 GRP HCAR2 HFE HGS HIF1A HLA-DRB1 HLA-F HYAL3 IER3IP1 IFNG IGF1 IL13 IL1A IL1B IL4 IL4R ILDR1 INHA INHBA INHBB INS IRS2 ISL1 ITGAM ITGB2 ITPR1 JAK2 KCNB1 KCNN4 KISS1 KLRC2 KMO LACRT LAMP1 LEP LRRC8A MAP2K6 MCU MIF MIR199B MPC2 MYB MYH10 MYO18A MYOM1 MYRIP NADK NKX3-1 NKX6-1 NLGN1 NLGN2 NMB NNAT NPPB NPR1 NR0B2 NR1H2 NR1H4 NTSR1 OPRK1 OR51E2 ORAI1 OSBP OXTR P2RX4 P2RX7 P2RY1 P2RY2 PARD6A PCK2 PCSK1 PDCD6IP PDX1 PFKFB2 PFKM PINK1 PLA2G10 PLA2G1B PLA2G3 PLA2G4A PLA2G6 PLA2R1 PLCB1 PPARG PPIA PPID PPP3CA PPP3CB PRKACA PRKAR1A PRKCB PRKCE PRKD1 PRL PSMD9 PTAFR PTGES PTPN11 PTPN23 RAB15 RAB27A RAB27B RAB2B RAB3A RAB3D RAB3GAP1 RAB5A RAB7A RAB8B RAB9A RAPGEF4 RASL10B RBP4 RETN RFX6 RGCC RPH3AL S100A10 S100A8 SCAMP5 SCIN SCT SDC1 SDC4 SDCBP SEC24A SELENOT SERP1 SIRT3 SIRT6 SLC12A2 SLC18A3 SLC2A2 SLC30A8 SLC4A8 SLC6A1 SLC6A4 SMAD4 SMPD3 SNAP25 SNCA SNF8 SNX4 SOX11 SOX4 SPHK2 SPINK1 SPP1 SRI SSTR4 STAM STX1A STX1B STX4 STXBP1 STXBP5 SYBU SYK SYT1 SYT10 SYT4 SYT7 SYTL4 TACR1 TACR2 TARDBP TCF7L2 TFR2 TGFB1 TGFB2 TGFB3 TLR2 TLR4 TM7SF3 TMED10 TMEM132A TMF1 TNFRSF11A TNFSF11 TREM2 TRH TRPM4 TSG101 TTN TUNAR UCN UCN3 UNC13B UNC13D VAMP7 VAMP8 VEGFC VIP VPS35 VPS4A VPS4B VSNL1 WLS XBP1 ZP3 GOBP_POSITIVE_REGULATION_OF_SEQUESTERING_OF_CALCIUM_ION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_SEQUESTERING_OF_CALCIUM_ION CALM1 CALM2 CALM3 CASQ2 CLIC2 FKBP1A FKBP1B GSTM2 GSTO1 MIR133A1 MTLN NTSR1 PKD2 RYR2 SRI TRDN GOBP_POSITIVE_REGULATION_OF_SEQUESTERING_OF_TRIGLYCERIDE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_SEQUESTERING_OF_TRIGLYCERIDE APOC4 CIDEA FITM1 FITM2 LPL OSBPL11 PLIN2 PLIN3 PLIN5 GOBP_POSITIVE_REGULATION_OF_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_SIGNALING AACS AAK1 ABAT ABCA7 ABCC8 ABL1 ABRA ACKR3 ACP3 ACSL4 ACTA2 ACTN4 ACVR1 ACVR1B ACVR2A ACVR2B ACVRL1 ADA ADAM17 ADAM8 ADAM9 ADAMTS20 ADAMTS3 ADCY1 ADCY10 ADCY8 ADCYAP1 ADCYAP1R1 ADGRA2 ADGRG1 ADGRV1 ADIPOQ ADIPOR1 ADISSP ADNP ADORA1 ADORA2A ADORA2B ADRA1A ADRA1B ADRA2A ADRA2B ADRA2C ADRB2 ADRB3 AFAP1L2 AGER AGO3 AGPAT1 AGPAT2 AGR2 AGT AGTR2 AIMP1 AJUBA AKAP12 AKAP13 AKAP5 AKAP6 AKR1C2 AKR1C3 AKT1 AKT3 ALKAL1 ALKAL2 ALOX12B ALOX15 ALOX15B ALPK1 ALS2 AMER1 AMH ANGPT1 ANKRD1 ANKRD17 ANKRD6 ANO1 ANXA2 APAF1 APELA APOA1 APOE APOL3 APP APPL2 AR ARAP1 ARC ARHGAP8 ARHGEF3 ARHGEF5 ARL6IP5 ARMC9 ARNT ARRB1 ARRB2 ARRDC3 ASCL1 ASPM ASXL1 ASXL2 ATAT1 ATF3 ATF6 ATM ATP2C1 ATP6AP2 ATP6V0C ATP6V1C2 ATR AURKB AUTS2 AVPI1 AVPR1B AXIN1 AXL BAD BAG4 BAIAP2 BAIAP3 BAK1 BAMBI BANK1 BAX BBC3 BCAP31 BCAR3 BCL10 BCL2L11 BCLAF1 BDNF BECN1 BGLAP BID BIRC2 BIRC3 BIRC5 BIRC7 BIRC8 BLK BMAL1 BMP10 BMP2 BMP2K BMP4 BMP5 BMP6 BMP7 BMPER BMPR1A BMPR1B BMPR2 BMT2 BOK BRAF BRCC3 BRD4 BST2 BTK BVES C10orf71 C18orf32 C1QBP C1QTNF1 C1QTNF12 C1QTNF3 C1QTNF4 C2CD2L C3 C5AR1 CA2 CA7 CACNG2 CACNG3 CACNG4 CACNG5 CACNG7 CACNG8 CALB1 CALB2 CALCR CALM1 CALR CAMK2A CAMTA1 CANT1 CAPN10 CAPRIN2 CARD11 CARD16 CARD9 CARTPT CASP1 CASP10 CASP2 CASP4 CASP8 CASR CASS4 CASTOR1 CAV1 CAV2 CAVIN3 CBL CC2D1A CCAR2 CCBE1 CCDC22 CCDC88A CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL3 CCL3L1 CCL3L3 CCL4 CCL5 CCL7 CCL8 CCN1 CCN2 CCN3 CCN4 CCR1 CCR2 CCR7 CD14 CD180 CD226 CD24 CD27 CD28 CD300A CD300LF CD36 CD38 CD3E CD4 CD40 CD44 CD63 CD74 CD80 CD81 CD86 CDC42 CDC73 CDCA8 CDH13 CDH2 CDH3 CDH5 CDK10 CDK5RAP3 CDKN1C CDKN2AIP CDKN2B CDON CENPJ CFLAR CFTR CHD5 CHERP CHGA CHI3L1 CHP2 CHRM3 CHRNA7 CHSY1 CHUK CIB1 CIBAR1 CITED1 CITED2 CLEC16A CLEC4D CLEC6A CLEC7A CLSTN1 CLSTN2 CLSTN3 CMTM3 CNOT9 CNTN2 CNTN6 COL1A1 COL3A1 CORO7 CPNE1 CRADD CRB2 CRBN CREB1 CREBBP CRH CRHR2 CRK CRKL CRLF2 CRLF3 CSF1 CSF1R CSF3 CSH1 CSH2 CSHL1 CSNK1A1 CSNK1D CSNK1E CSNK1G1 CSNK1G2 CSNK1G3 CSNK2A1 CSNK2B CSPG4 CTBP2 CTDNEP1 CTH CTNNA1 CTNNB1 CTNS CTSC CTSD CTSH CTSK CTSL CTSS CTSV CUL1 CUL3 CUX2 CX3CL1 CX3CR1 CXCL17 CXCR4 CXXC5 CYBA CYFIP1 CYFIP2 CYLD CYP19A1 CYP1B1 CYP27B1 CYP46A1 DAAM2 DAB2 DAB2IP DACT1 DAPK3 DCDC2 DCN DDIT3 DDR1 DDR2 DDT DDX1 DDX21 DDX3X DDX5 DDX60 DEDD2 DENND2B DEPDC1B DGKD DHH DHX15 DHX33 DHX36 DHX58 DIRAS1 DIRAS2 DISC1 DIXDC1 DKK1 DKK2 DLG4 DLG5 DLL1 DLL4 DLX5 DNAJC27 DNM1L DOC2B DOK1 DOK2 DOK3 DOK4 DOK5 DOK6 DRD1 DRD2 DRD3 DRD4 DSTYK DTNBP1 DUSP19 DUSP22 DVL1 DVL2 DVL3 DYNC1LI1 DYNC2H1 ECE1 ECM1 ECT2 EDA EDA2R EDAR EDN1 EDN3 EEF1E1 EFNA1 EFNB3 EGF EGFR EIF2A EIF2AK2 EIF2AK4 EIF5A ELANE ELAPOR2 EMP2 ENG ENHO ENSG00000290147 EP300 EPGN EPHA4 EPHA8 EPHB2 EPN2 EPO EPS15 ERBB2 ERBB3 ERBB4 ERFE ERN1 ERP29 ESM1 EVC EXTL3 EZH2 F10 F11R F2 F2R F2RL1 F2RL2 F2RL3 F3 F7 FABP5 FADD FAF1 FAM107A FAM110C FAM53B FAM83B FAS FASLG FBH1 FBXL15 FBXW11 FBXW7 FCGR2B FCRL3 FERMT1 FERMT2 FFAR1 FFAR2 FFAR4 FGA FGB FGF1 FGF10 FGF18 FGF19 FGF2 FGF20 FGF21 FGF23 FGF4 FGF8 FGF9 FGFBP1 FGFBP3 FGFR1 FGFR2 FGFR3 FGFR4 FGG FGR FIS1 FKBP1A FKBP8 FLCN FLNA FLOT1 FLT1 FLT3 FLT4 FMR1 FN1 FNIP1 FNIP2 FOXA1 FOXD1 FOXL2 FOXP1 FPR2 FRAT1 FRMD1 FRMD6 FRMD7 FRS2 FSHR FXR1 FYN FZD10 FZD7 FZD9 G0S2 GABBR1 GADD45A GADD45B GADD45G GAL GALR1 GAPDH GAREM1 GAS2L2 GAS6 GAS8 GATA3 GATA4 GATA5 GATA6 GBP2 GBP5 GCG GCK GCNT2 GDF15 GDF2 GDF5 GDF6 GDF7 GEN1 GFAP GFI1 GFRAL GH1 GH2 GHR GHRH GHRHR GHRL GHSR GID8 GIP GIPC1 GIPR GJA1 GKAP1 GLI1 GLIPR2 GLUD1 GNA11 GNAI2 GOLPH3 GOLT1B GORAB GPBAR1 GPC3 GPC5 GPER1 GPLD1 GPNMB GPR137 GPR137B GPR137C GPR155 GPR158 GPR17 GPR174 GPR18 GPR183 GPR199P GPR20 GPR27 GPR3 GPR35 GPR37 GPR37L1 GPR4 GPR55 GPR61 GPR62 GPR65 GPR68 GPR89A GPRC5B GPS2 GPX1 GRB10 GREM1 GRIA1 GRIK2 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRM1 GRM4 GRM5 GRP GSDME GSK3A GSK3B GSKIP GSX2 GUCA1A GUCY1A1 GUCY1A2 H19 HAND2 HAP1 HAVCR2 HAX1 HBEGF HCAR2 HCLS1 HCRTR1 HCST HDAC3 HDAC6 HES1 HES5 HEXIM1 HFE HGF HHEX HIC1 HIF1A HINT1 HIP1 HIP1R HIPK2 HLA-DRB1 HMGB1 HMGCR HMOX1 HOMER1 HPSE HPX HRAS HSP90AA1 HSP90AB1 HSPA1A HSPA1B HTR2A HTR2B HTR2C HTR6 HTRA2 HTT HYAL2 IAPP ICAM1 IFI35 IFIT5 IFNB1 IFNL1 IFT172 IGF1 IGF1R IGF2 IGFBP3 IGFBP4 IGFBP5 IGFBP6 IGSF11 IHH IKBKB IKBKE IKBKG IL10 IL10RA IL10RB IL11 IL12B IL18 IL18R1 IL19 IL1A IL1B IL1R1 IL20RA IL23A IL23R IL26 IL34 IL4 IL5 IL6 IL6R IL6ST IL7 IL7R ILDR1 ILK INAVA INCA1 INCENP ING2 ING4 ING5 INHA INHBA INHBB INPP5F INS INSL3 INSR INTU IQCJ-SCHIP1 IQGAP1 IQGAP3 IQSEC2 IRAK1 IRAK4 IRF3 IRF7 IRGM IRS1 IRS2 ISL1 ITGA1 ITGA5 ITGA8 ITGAV ITGB1 ITGB1BP1 ITGB3 ITM2C ITPKB ITPR1 ITPR3 JAG1 JAG2 JAK2 JCAD JMJD8 JRK JUP KANK1 KCNN4 KCNQ1OT1 KCP KCTD13 KDR KIAA0319 KIF5B KIF7 KISS1 KIT KITLG KL KLB KLF14 KLF2 KLHDC10 KLHL22 KLK14 KLK5 KLK6 KMO KMT2D KRAS KSR1 LACRT LAMA1 LAMA2 LAMB1 LAMB2 LAMC1 LAMTOR1 LAMTOR2 LAMTOR3 LAMTOR4 LAMTOR5 LANCL2 LAPTM5 LARGE1 LARS1 LBP LBX2 LCK LEF1 LEP LFNG LGALS1 LGALS9 LGI1 LGMN LGR4 LGR5 LGR6 LHCGR LIF LILRA5 LILRB2 LIMS1 LIMS2 LIN28A LIPA LITAF LMCD1 LMO3 LOXL3 LPAR1 LPAR2 LPAR3 LPAR4 LPAR6 LRCH4 LRG1 LRP2 LRRC19 LRRC8A LRRK1 LRRK2 LRRTM1 LRRTM2 LSM14A LTB LTBR LTF LTK LURAP1 LURAP1L LY86 LY96 LYN LYPD6 MACF1 MAD1L1 MAD2L1 MADD MAGED1 MAL MALT1 MAOA MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K5 MAP2K6 MAP2K7 MAP3K10 MAP3K11 MAP3K12 MAP3K13 MAP3K14 MAP3K20 MAP3K3 MAP3K4 MAP3K5 MAP3K7 MAP4K1 MAP4K2 MAP4K4 MAPK1 MAPK3 MAPK8 MAPK8IP1 MAPK8IP2 MAPK8IP3 MAPK9 MAPKBP1 MAPRE2 MARCO MARK4 MAVS MAZ MBD2 MBD5 MBIP MC1R MCF2L MCL1 MCU MECP2 MED1 MEF2C MEIS3 MEN1 MESP1 MFAP3 MFHAS1 MFNG MGAT5 MIB2 MID1 MID2 MIER1 MIF MINK1 MIOS MIR10A MIR10B MIR1224 MIR1246 MIR126 MIR132 MIR138-1 MIR140 MIR143 MIR145 MIR146A MIR15A MIR16-1 MIR181A2 MIR181B1 MIR181D MIR182 MIR186 MIR18A MIR198 MIR199A1 MIR19A MIR20A MIR21 MIR210 MIR212 MIR221 MIR222 MIR23A MIR24-1 MIR26A1 MIR26B MIR27A MIR27B MIR296 MIR29A MIR29B1 MIR30B MIR320A MIR320B1 MIR320B2 MIR320C1 MIR320C2 MIR320D1 MIR320D2 MIR320E MIR324 MIR337 MIR342 MIR346 MIR421 MIR433 MIR449A MIR501 MIR519D MIR541 MIR545 MIR675 MIR92A1 MIR95 MIR96 MIRLET7B MLLT3 MLST8 MMD2 MME MMP12 MMP8 MMP9 MN1 MOS MPC2 MPP2 MRAP MRAP2 MST1R MSX1 MSX2 MT3 MTDH MTOR MTURN MUL1 MUSK MYB MYC MYD88 MYDGF MYO1C MYOC MYOCD MYORG MYRIP NACC2 NADK NAGK NAIP NALCN NCF1 NCK1 NCK2 NCKAP1L NCSTN NDC80 NDFIP1 NDFIP2 NDRG4 NDST1 NECAB2 NECTIN2 NEDD4 NEK10 NEK6 NEK7 NELFE NENF NEO1 NEPRO NET1 NETO1 NEU3 NEUROD2 NF1 NFAM1 NFAT5 NFATC4 NFKB1 NGF NGFR NHERF1 NID1 NINJ1 NKD1 NKX3-1 NKX6-1 NLE1 NLGN1 NLGN2 NLGN3 NLRC5 NLRP12 NLRP3 NLRP6 NMB NMI NMNAT1 NMU NNAT NOD1 NOD2 NODAL NOG NOS1AP NOS3 NOTCH1 NOTCH2 NOTCH2NLA NOTCH2NLB NOTCH2NLC NOX1 NOX4 NPNT NPPC NPR1 NPS NPSR1 NPTN NPY5R NR0B2 NR1H3 NR1H4 NR2C1 NR2E1 NR3C2 NRARP NRG1 NRP1 NRXN1 NSF NSG1 NTF3 NTRK1 NTRK2 NTRK3 NTS NUCKS1 NUMA1 NUP62 NUP93 NUPR1 OASL OCIAD1 OCIAD2 OPRK1 OPRM1 OR2AT4 OR51E2 ORAI1 OSBP OSBPL8 OSM OTUB1 OTUD5 OXTR P2RX2 P2RX3 P2RX4 P2RX5 P2RX7 P2RY1 P2RY10 P2RY12 P2RY6 P2RY8 PAFAH1B1 PAGR1 PAIP2 PAK1 PAK2 PARK7 PARP1 PARP14 PARP9 PBXIP1 PCID2 PCK2 PDCD10 PDCD4 PDCL PDE6G PDE6H PDE8A PDE9A PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PDIA3 PDPK1 PDX1 PEA15 PELI1 PELI2 PELO PFKFB2 PFKM PHB1 PHB2 PHIP PIAS4 PIBF1 PIH1D1 PIK3AP1 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R5 PIK3R6 PIM1 PIM2 PIN1 PINK1 PIP4P1 PJA2 PKD2 PLA2G1B PLA2G2A PLA2G3 PLA2G5 PLA2G6 PLA2R1 PLAGL2 PLAUR PLCB1 PLCE1 PLCG2 PLEKHA4 PLEKHF1 PLEKHG5 PLK2 PLXNB1 PMAIP1 PML POGLUT1 POMC PPARG PPIA PPM1A PPM1B PPM1N PPP1CA PPP2CA PPP2R1A PPP2R1B PPP2R5B PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PPP5C PRAG1 PRDM15 PRDX2 PRKACA PRKAR1A PRKAR1B PRKCA PRKCB PRKCD PRKCE PRKCG PRKCH PRKCI PRKCZ PRKD1 PRKD2 PRKN PRKRA PRL PRLR PRMT1 PRMT5 PRNP PROK1 PROX1 PRRT1 PRRX1 PRXL2C PSEN1 PSMD9 PTBP1 PTEN PTGDR2 PTGIS PTGS2 PTH PTK2 PTK2B PTK6 PTK7 PTN PTP4A3 PTPN1 PTPN11 PTPN2 PTPN22 PTPN23 PTPN6 PTPRC PTPRJ PUM1 PUM2 PYCARD PYHIN1 RAB29 RAB34 RAB3GAP1 RAB8B RAC1 RACK1 RAD9A RAF1 RALA RALB RAMP3 RAP1A RAP1B RAPGEF2 RAPGEF4 RAPSN RASD2 RASGEF1A RASGRF1 RASGRF2 RASGRP1 RASGRP4 RASL10B RASSF2 RB1CC1 RBCK1 RBM47 RBP4 RBPJ RBX1 RC3H1 RC3H2 RECK REL RELA RELL1 RELL2 RELN RET RETN RFNG RFPL1 RFPL2 RFPL3 RFPL4A RFPL4AL1 RFX6 RGS14 RGS4 RHEB RHOA RHOC RICTOR RIMS1 RIMS2 RIMS3 RIMS4 RIPK1 RIPK2 RIPK3 RIT2 RNF111 RNF13 RNF146 RNF165 RNF167 RNF183 RNF185 RNF220 RNF31 ROBO1 ROBO2 ROCK1 ROCK2 ROR1 ROR2 RPH3AL RPL11 RPL23 RPL26 RPL37 RPS12 RPS15 RPS20 RPS3 RPS6KB1 RPS7 RPTOR RRAGA RRAGB RRAGC RRAGD RSAD2 RSPO1 RSPO2 RSPO3 RSPO4 RTKN2 RTN4 RTN4R RUNDC3A RUVBL1 RWDD3 RXFP2 RXRA RXRB RYK S100A12 S100A13 S100A4 S100A7 S100A8 S100A9 S100B SALL1 SASH1 SCEL SCGN SCHIP1 SCIMP SCRIB SCT SCTR SCUBE1 SCUBE3 SDCBP SEC13 SECTM1 SEH1L SELENOT SELP SEMA3A SEMA3E SEMA4C SEMA4D SEMA5A SEMA7A SEPTIN4 SERINC3 SERP1 SERPINA12 SERPINE2 SERPINF2 SESN2 SFPQ SFRP1 SFRP2 SFRP4 SH2B1 SH3RF1 SH3RF2 SH3RF3 SHANK1 SHANK2 SHANK3 SHARPIN SHC1 SHH SHISA5 SHISA7 SHKBP1 SHOC2 SHOX2 SIAH1 SIK3 SIRT1 SIRT3 SIRT6 SKI SKIL SKOR2 SKP2 SLAMF1 SLC15A3 SLC15A4 SLC18A3 SLC1A1 SLC1A3 SLC20A1 SLC24A1 SLC24A2 SLC2A10 SLC2A2 SLC2A4 SLC30A10 SLC30A8 SLC35B2 SLC35C2 SLC38A9 SLC39A10 SLC39A14 SLC44A2 SLC46A2 SLC4A8 SLC7A10 SLC8A2 SLC8A3 SLC9A1 SMAD2 SMAD3 SMAD4 SMAD5-AS1 SMARCA4 SMARCB1 SMCR8 SMO SMOC2 SMURF2 SNAP25 SNCA SNW1 SNX4 SNX5 SOD1 SORBS1 SORBS3 SORL1 SOS1 SOS2 SOX11 SOX2 SOX4 SOX9 SPAG9 SPATC1L SPHK1 SPHK2 SPI1 SPIN1 SPINK1 SPP1 SPPL3 SPRED1 SPRED2 SPRING1 SPRY2 SQSTM1 SRARP SRC SRI SRMS SRPX SSH1 SSTR4 STAMBPL1 STAP1 STAT3 STAU1 STIMATE STING1 STK11 STK19 STK25 STK3 STK36 STK39 STK4 STMP1 STOX1 STX1A STX1B STX3 STX4 STXBP1 STYXL1 SULF1 SULF2 SYBU SYK SYNPO2L SYT1 SYT12 SYT14P1 TAB1 TAB2 TAB3 TACR1 TACR2 TAOK1 TAOK2 TAOK3 TARDBP TASL TBC1D24 TBK1 TBL1X TBL1XR1 TBX1 TBX20 TCF7L2 TCIM TDGF1 TEDC1 TEDC2 TEK TELO2 TENM1 TERF2IP TERT TESPA1 TFG TFR2 TFRC TGFA TGFB1 TGFB1I1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 TGM2 THBS1 THPO THRB TIAL1 TICAM1 TICAM2 TIFA TIMP3 TIRAP TLR1 TLR2 TLR3 TLR4 TLR6 TLR7 TLR9 TM2D3 TM7SF3 TMED4 TMEM101 TMEM106A TMEM108 TMEM132A TMEM198 TMEM33 TMEM9 TMEM9B TMF1 TMOD2 TNF TNFAIP3 TNFAIP8L3 TNFRSF10B TNFRSF11A TNFRSF12A TNFRSF19 TNFRSF1A TNFSF10 TNFSF11 TNFSF12 TNFSF14 TNIK TNIP2 TNKS TNKS2 TNR TNXB TP53 TP63 TP73 TPBG TPD52L1 TPR TRADD TRAF2 TRAF3IP2 TRAF4 TRAF5 TRAF6 TRAF7 TRAT1 TREM2 TREML4 TRH TRIM13 TRIM15 TRIM16 TRIM21 TRIM22 TRIM25 TRIM3 TRIM32 TRIM34 TRIM38 TRIM39 TRIM41 TRIM44 TRIM5 TRIM52 TRIM56 TRIM58 TRIM6 TRIM62 TRIM68 TRIM8 TRIP6 TRPM4 TRPV4 TSHZ3 TSLP TSPAN14 TSPAN5 TSPAN6 TSPYL5 TTC21B TTC23 TTI1 TTI2 TUBD1 TUNAR TWSG1 TXK TXN TXNDC15 TYK2 TYROBP UBB UBD UBE2B UBE2I UBE2K UBE2N UBE2O UBE2V1 UBR5 UCHL5 UCN UCN3 ULK3 UNC5B UNC5CL USP1 USP15 USP17L2 USP27X USP29 USP32 USP34 USP4 USP47 USP50 USP8 USP9X VAMP2 VAMP3 VAMP7 VAMP8 VAPA VCP VDR VEGFA VNN1 VPS35 VSNL1 VTN VWF WAC WASF1 WBP2 WDFY1 WDR24 WDR48 WDR59 WLS WNK1 WNK2 WNT1 WNT10B WNT11 WNT16 WNT3 WNT3A WNT5A WNT5B WNT7A WNT7B WWC1 WWOX XBP1 XCL1 XCL2 XDH XIAP XRCC3 YAP1 YTHDF1 ZAP70 ZBED3 ZBP1 ZBTB7B ZC3H12A ZC3H3 ZCCHC3 ZDHHC12 ZDHHC13 ZDHHC17 ZDHHC2 ZDHHC3 ZDHHC5 ZEB2 ZMIZ1 ZNF385A ZNF423 ZNF622 ZNHIT1 ZNRF1 ZRANB1 ZSWIM2 GOBP_POSITIVE_REGULATION_OF_SIGNALING_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_SIGNALING_RECEPTOR_ACTIVITY ADAM17 ADRA2A ADRA2B ADRA2C ADRB2 ARC BUD31 CCL2 CCR2 EDN1 EPGN EPHB2 FBXW7 GREM1 HDAC1 HDAC2 HDAC6 HFE HIF1A IFNG IL10 ITGB1 JAK2 NCF1 NCOA3 NLGN3 NRP1 PARK7 RELN SHANK3 TAF1 GOBP_POSITIVE_REGULATION_OF_SIGNAL_TRANSDUCTION_BY_P53_CLASS_MEDIATOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_SIGNAL_TRANSDUCTION_BY_P53_CLASS_MEDIATOR ANKRD1 ATM ATR CDK5RAP3 CHD5 DDX5 EEF1E1 EIF5A HEXIM1 HIC1 ING4 MIR186 MSX1 MYC PLA2R1 PMAIP1 PML PYHIN1 RPL11 RPL23 RPL26 RPL37 RPS15 RPS20 RPS7 SPRED1 SPRED2 UBB ZNF385A ZNHIT1 GOBP_POSITIVE_REGULATION_OF_SISTER_CHROMATID_COHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_SISTER_CHROMATID_COHESION BUB1 DDX11 FEN1 MACROH2A1 NSMCE2 RAD21 SLF1 SLF2 SMC5 GOBP_POSITIVE_REGULATION_OF_SKELETAL_MUSCLE_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_SKELETAL_MUSCLE_CELL_DIFFERENTIATION BMAL1 CYP26B1 GPC1 MEF2C MIR1-1 RBM24 TBX1 GOBP_POSITIVE_REGULATION_OF_SKELETAL_MUSCLE_FIBER_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_SKELETAL_MUSCLE_FIBER_DEVELOPMENT ACTN3 BCL2 LMOD3 MYF5 MYF6 MYOD1 MYOG NIBAN2 SHOX2 GOBP_POSITIVE_REGULATION_OF_SKELETAL_MUSCLE_TISSUE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_SKELETAL_MUSCLE_TISSUE_DEVELOPMENT ACTN3 BCL2 CDON CTNNB1 DLL1 FLOT1 IGF2 LMOD3 MEF2C MTM1 MYF5 MYF6 MYOD1 MYOG NIBAN2 PRKAA1 RPS6KB1 SHH SHOX2 WNT3A GOBP_POSITIVE_REGULATION_OF_SKELETAL_MUSCLE_TISSUE_GROWTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_SKELETAL_MUSCLE_TISSUE_GROWTH ACTN3 DLL1 IGF2 MTM1 RPS6KB1 GOBP_POSITIVE_REGULATION_OF_SKELETAL_MUSCLE_TISSUE_REGENERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_SKELETAL_MUSCLE_TISSUE_REGENERATION CAPN3 HOPX MYOD1 PPARD SOX15 GOBP_POSITIVE_REGULATION_OF_SMAD_PROTEIN_SIGNAL_TRANSDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_SMAD_PROTEIN_SIGNAL_TRANSDUCTION ACVR1 AMH BMP10 BMP2 BMP4 BMP5 BMP6 BMP7 BMPR1A BMPR2 DAB2 GDF6 GDF7 INHBA JAK2 KIAA0319 NODAL NUP93 PARP1 PPARG SH2B1 SMAD4 TGFB1 TGFB3 TGFBR1 TGFBR2 GOBP_POSITIVE_REGULATION_OF_SMALL_GTPASE_MEDIATED_SIGNAL_TRANSDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_SMALL_GTPASE_MEDIATED_SIGNAL_TRANSDUCTION ABRA ADCYAP1R1 ADGRG1 AKAP13 ALS2 APOA1 ARHGEF3 ARRB1 AUTS2 CDON COL3A1 CSF1 EPO F11R F2R F2RL1 F2RL2 F2RL3 FGF10 FRMD7 GPR17 GPR174 GPR18 GPR199P GPR20 GPR35 GPR4 GPR55 GPR65 IGF1 ITGAV ITPKB KITLG KRAS LPAR1 LPAR2 LPAR4 LPAR6 MAP4K4 MAPRE2 MCF2L MMD2 NET1 NGF NOTCH1 NOTCH2 NTRK1 P2RY10 P2RY8 PIK3CB PIK3CG PRAG1 RAC1 RASGEF1A RASGRF1 RASGRP1 RASGRP4 RELN ROBO1 RTN4R SHOC2 SOS1 SOS2 SRC STK19 SYNPO2L TGM2 GOBP_POSITIVE_REGULATION_OF_SMALL_MOLECULE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_SMALL_MOLECULE_METABOLIC_PROCESS ABCD1 ABCD2 ABCG1 ABCG4 ACTN3 ADCY10 ADCYAP1R1 ADIPOQ ADM AKT1 AKT2 ANXA1 APOA1 APOA4 APOA5 APOC2 APOE APP ARNT ARPP19 AVP AVPR1A AVPR1B BEND3 BMP6 CD244 CD74 CES1 CLYBL CPT1A CRY1 CYP7A1 DAB2 DDB1 DYRK2 ELOVL5 ENO1 ENSG00000290147 EPM2AIP1 FABP1 FGF1 FOXO1 GAPDHS GCG GCK GHSR GPD1 GPER1 GPLD1 GPT GPT2 GUCA1A HIF1A HRH1 HTR2A IFNG IGF1 IGF2 IL1B IL4 INS INSR IRS1 IRS2 KAT2A KAT2B KLHL25 LDLRAP1 LHCGR LPGAT1 MAS1 MID1IP1 MIR103A1 MIR107 MIR182 MIR210 MIR96 MLST8 MLXIPL MLYCD MTLN MTOR NNMT NOS1 NOS2 NOS3 NR1D1 NR1H2 NR1H3 NR1H4 NR4A3 NTSR1 P2RX7 P2RY1 P2RY6 PARK7 PHKG2 PID1 PINK1 PLA2G3 PLIN5 PMAIP1 PPARA PPARD PPARG PPARGC1A PPP1R3E PPP1R3G PPP4R3B PRKAA1 PRKAA2 PRKACA PRKCE PRXL2C PSEN1 PTAFR PTGS2 PTH PTH1R PTPN2 RDH10 RGN RPTOR SCAP SIRT1 SIRT2 SIRT7 SLC45A3 SLC4A4 SNCA SORBS1 SRC SREBF1 SREBF2 STAR STARD4 STK11 TAFAZZIN TIGAR TMSB4X TNF TREM2 TWIST1 VCP WDR5 WNT4 ZBTB20 GOBP_POSITIVE_REGULATION_OF_SMOOTHENED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_SMOOTHENED_SIGNALING_PATHWAY ARMC9 CHSY1 CIBAR1 CTNNA1 DCDC2 DHH DLG5 DYNC2H1 EVC FGF9 FOXA1 GAS8 GLI1 GORAB GPC3 IFT172 IHH INTU KIF7 NDST1 PDCL PRRX1 RAB34 SCUBE1 SFRP1 SHH SHOX2 SKOR2 SMO STK36 TEDC1 TEDC2 TTC23 TUBD1 TXNDC15 UCHL5 ULK3 GOBP_POSITIVE_REGULATION_OF_SMOOTH_MUSCLE_CELL_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_SMOOTH_MUSCLE_CELL_APOPTOTIC_PROCESS ADCY10 ATF4 CDKN2A E2F3 IFNG IL12A IL12B MFN2 MIR1-1 MIR140 MIR24-1 MIR28 PDCD4 PPARG RBM10 SOD2 GOBP_POSITIVE_REGULATION_OF_SMOOTH_MUSCLE_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_SMOOTH_MUSCLE_CELL_DIFFERENTIATION CTH EFEMP2 ENG GPER1 KIT MIR1-1 MIR125B1 MIR140 MIR145 MIR18A MIR21 MIR22 MIR34A MIR424 MYOCD OLFM2 PIAS1 SHH SIRT1 SMARCD3 SOD2 GOBP_POSITIVE_REGULATION_OF_SMOOTH_MUSCLE_CELL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_SMOOTH_MUSCLE_CELL_MIGRATION ADAMTS1 AIF1 ATP7A BCL2 CCL5 CCN4 CRK CYP1B1 DDR2 DOCK4 DOCK5 DOCK7 FGF9 FOXO4 HAS2 IGF1 IGFBP5 ITGA2 ITGB3 LPAR1 MAP3K7 MDK MDM2 MIR135B MIR143 MIR146A MIR20A MIR21 MIR221 MIR26A1 MIR302C MIR448 MIR451A MIR499A NR4A3 NRP1 P2RY6 PDGFB PDGFD PDGFRB POSTN RPS6KB1 S100A11 SEMA6D SRC SSH1 TERT TLR4 VTN GOBP_POSITIVE_REGULATION_OF_SMOOTH_MUSCLE_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_SMOOTH_MUSCLE_CELL_PROLIFERATION ADAMTS1 AIF1 AKT1 BMP4 BMPR1A CALCRL CCL5 CCN4 CDH13 CX3CL1 DDR2 DNMT1 EDN1 ELANE EREG ERN1 FGF2 FGF9 FGFR2 FOXJ2 FOXP1 FRS2 GJA1 GNAI2 HBEGF HDAC1 HES5 HMOX1 HPGD HTR1B ID2 IGF1 IGF1R IGFBP5 IL10 IL13 IL18 IL6 IL6R IRAK1 IRAK4 ITGA2 ITGB3 JAK2 JUN LDLRAP1 MAP3K5 MAP3K7 MDM2 MEF2D MFN2 MIR130A MIR135B MIR146A MIR17 MIR208A MIR20A MIR21 MIR214 MIR221 MIR222 MIR26A1 MIR27A MIR27B MIR301A MIR448 MIR499A MMP2 MMP9 MNAT1 MYB MYD88 NF1 NOTCH3 NOX1 NPY5R NR4A3 P2RY6 PDGFB PDGFD PDGFRB PHB1 PIK3CA PTAFR PTGS2 RBPMS2 RPS6KB1 S1PR1 SERPINF2 SMPD3 SRC STAT1 TERT TGFB1 THBS1 TLR4 TNF ZNF143 GOBP_POSITIVE_REGULATION_OF_SMOOTH_MUSCLE_CONTRACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_SMOOTH_MUSCLE_CONTRACTION ABAT ADA ADRA1A ADRA2B CHRM3 CTTN EDN1 EDN2 F2R GHRL GHSR GPER1 ITGA2 KIT MIR21 MYOCD NMU NPNT OXTR PROK2 PTAFR PTGS2 RHOA SPHK1 SPX SRF TACR1 TACR2 TACR3 TBXA2R GOBP_POSITIVE_REGULATION_OF_SODIUM_ION_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_SODIUM_ION_TRANSMEMBRANE_TRANSPORT ACTN4 ANK3 ATP1B1 ATP1B2 ATP1B3 CHP1 CHP2 DMD DRD4 FGF13 FXYD1 FXYD2 GLRX NOS1 SCN1B SLC9A1 TESC WNK2 WNK3 GOBP_POSITIVE_REGULATION_OF_SODIUM_ION_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_SODIUM_ION_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ACTN4 ANK3 ATP1B1 CHP1 CHP2 DMD DRD4 FGF13 FXYD2 GLRX SCN1B SLC9A1 TESC WNK2 WNK3 GOBP_POSITIVE_REGULATION_OF_SODIUM_ION_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_SODIUM_ION_TRANSPORT ACTN4 AHCYL1 AKT1 ANK3 ATP1B1 ATP1B2 ATP1B3 CHP1 CHP2 CNKSR3 CNTN1 DMD DRD4 FGF12 FGF13 FXYD1 FXYD2 GLRX GPD1L MLLT6 NKX2-5 NOS1 PKP2 PRSS8 SCN1B SCN3B SCN4B SCN5A SLC9A1 TESC WNK2 WNK3 GOBP_POSITIVE_REGULATION_OF_SODIUM_PROTON_ANTIPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_SODIUM_PROTON_ANTIPORTER_ACTIVITY ACTN4 CHP1 CHP2 DRD4 TESC GOBP_POSITIVE_REGULATION_OF_SPHINGOLIPID_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_SPHINGOLIPID_BIOSYNTHETIC_PROCESS CCN1 ENPP7 PLA2G6 PRKCD SIRT3 SPHK2 GOBP_POSITIVE_REGULATION_OF_SPINDLE_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_SPINDLE_ASSEMBLY CENPJ DYNC1H1 GPSM2 MAPK15 NUMA1 SASS6 SPAG5 STIL GOBP_POSITIVE_REGULATION_OF_SPROUTING_ANGIOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_SPROUTING_ANGIOGENESIS BMPER DLL1 FGF1 FGF2 FUT1 GHRL GHSR IL10 ITGA5 JAK1 JCAD JMJD8 KLF4 MIR1-1 MIR1224 MIR125A MIR126 MIR30B MIR31 MIR92A1 PDPK1 PKM S100A1 SLC39A12 SMAD1 TJP1 TNN VEGFA GOBP_POSITIVE_REGULATION_OF_STEM_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_STEM_CELL_DIFFERENTIATION DHX36 FGF2 FOXC1 HOXB4 LTBP3 MTCH2 NKX2-5 NUDT21 PTN PWP1 RBM24 SIRT6 SOX17 SOX5 SOX6 SOX9 SP7 TACSTD2 TBX5 TCF15 TGFB2 GOBP_POSITIVE_REGULATION_OF_STEM_CELL_POPULATION_MAINTENANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_STEM_CELL_POPULATION_MAINTENANCE ACTB ACTL6A ACTL6B ARID1A ARID4A ARID4B BCL7A BCL7B BCL7C BICRA BICRAL BRD9 BRMS1 BRMS1L DPF2 ESRRB HDAC1 HDAC2 ING1 ING2 KDM2B LBH LNCPRESS1 NCOA3 OGT PHF10 PRDM14 RBBP4 RBBP7 REST SAP130 SAP30 SAP30L SIN3A SINHCAF SIRT6 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCD1 SMARCE1 SS18 SUDS3 TEAD4 TET1 TP63 YAP1 ZNF322 GOBP_POSITIVE_REGULATION_OF_STEM_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_STEM_CELL_PROLIFERATION ATXN1L CCNE1 CITED1 CTNNB1 ELL3 EPCAM FERMT2 FGF10 FGF2 FGF4 FGF8 FGF9 GJA1 HMGA2 HMX2 HNRNPU HOXA3 KAT7 KDM1A KDR KITLG LTBP3 MIR320A MIR320B1 MIR320B2 MIR320C1 MIR320C2 MIR320D1 MIR320D2 MIR320E MIR93 N4BP2L2 NANOG NR2E1 OSR2 PBX1 PDCD2 PRRX1 PTPRC RUNX2 SHOX2 SIRT6 SOX11 SOX9 TBX3 TERT TGFB1 TGFBR1 THPO TIAL1 TP63 VEGFC WNT1 WNT10B WNT5A GOBP_POSITIVE_REGULATION_OF_STEROID_HORMONE_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_STEROID_HORMONE_SECRETION BMP6 C1QTNF1 CRH CYP19A1 DAB2 GAL GALR1 GHRL NKX3-1 RETN SPP1 GOBP_POSITIVE_REGULATION_OF_STEROID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_STEROID_METABOLIC_PROCESS ABCG1 ABCG4 ADM APOA1 APOE BMP6 CES1 CGA CYP7A1 DAB2 FGF1 FSHB IFNG IGF1R IL1A LDLRAP1 MIR182 MIR96 NR1D1 PRKAA1 SCAP SREBF1 SREBF2 STAR STARD4 TNF WNT4 GOBP_POSITIVE_REGULATION_OF_STEROL_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_STEROL_TRANSPORT ABCA1 ABCA12 ABCA13 ABCA3 ABCA5 ABCA7 ABCA8 ABCB4 ABCG1 ABCG4 ADIPOQ ANXA2 APOA1 APOE CAV1 CES1 CETP CYP8B1 EEPD1 ENPP7 GPS2 LDLRAP1 LIPG LPCAT3 LRP1 MIR206 NFKBIA NR1H2 NR1H3 PLTP PON1 PPARG PTCH1 RXRA SCP2 SIRT1 TREM2 ZDHHC8 GOBP_POSITIVE_REGULATION_OF_STORE_OPERATED_CALCIUM_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_STORE_OPERATED_CALCIUM_CHANNEL_ACTIVITY CASQ1 CRACR2A STIM1 STIM2 STIMATE GOBP_POSITIVE_REGULATION_OF_STRESS_ACTIVATED_PROTEIN_KINASE_SIGNALING_CASCADE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_STRESS_ACTIVATED_PROTEIN_KINASE_SIGNALING_CASCADE AGER ANKRD6 APP ARL6IP5 AXIN1 BIRC7 BMP2 BMP4 CARD9 CCL19 CCL21 CCN2 CCR7 CD27 CRK DAB2IP DUSP19 DUSP22 EDA2R EDAR EIF2AK2 F2RL1 FCGR2B FGF19 FLT4 FZD7 GADD45A GADD45B GADD45G GDF6 HAND2 HIPK2 HMGB1 HRAS IGFBP6 IL1A IL1B IL26 INAVA KLHDC10 LEP LTBR LYN MAP2K4 MAP2K7 MAP3K10 MAP3K11 MAP3K3 MAP3K4 MAP3K5 MAP4K2 MAPK8IP1 MAPK8IP2 MAPK8IP3 MAPKBP1 MBIP MFHAS1 MID1 MINK1 MIR181A2 MIR181B1 MIR181D MTURN MYD88 NAIP NCF1 NOD1 NOD2 NOX1 OPRK1 PDCD10 PJA2 PLCB1 PRMT1 PTK2B PYCARD RASGRP1 RASSF2 RB1CC1 RELL1 RELL2 RIPK1 RIPK2 RNF13 SASH1 SCIMP SDCBP SEMA3A SEMA4C SERPINF2 SH3RF1 SH3RF2 SH3RF3 SLAMF1 SPHK1 SPI1 STK25 STK3 STK39 TAOK1 TAOK2 TAOK3 TGFB2 TIRAP TLR3 TLR4 TLR9 TNF TNFRSF19 TNFSF11 TNIK TPD52L1 TRAF4 TRPV4 UNC5CL VEGFA WNT16 WNT5A WNT7A WNT7B XDH XIAP ZC3H12A ZNF622 GOBP_POSITIVE_REGULATION_OF_STRESS_FIBER_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_STRESS_FIBER_ASSEMBLY ABL1 APOA1 ARHGEF10 ARHGEF10L ARHGEF15 ARHGEF5 BAG4 BRAF CARMIL1 CCDC88A CCN2 CD47 CDC42 EPHA1 EVL FERMT2 FHOD1 GPR65 ITGB1BP1 LIMCH1 LIMK1 LPAR1 MTOR MYOC NF2 NRP1 PAK1 PFN2 PPM1E PPM1F PXN RAC1 RAPGEF3 RGCC RHOA RHOC ROCK2 S100A10 SDC4 SERPINF2 SFRP1 SMAD3 SORBS3 SYNPO2L TACR1 TESK1 TGFB3 TGFBR1 TPM1 WNT11 WNT4 GOBP_POSITIVE_REGULATION_OF_STRIATED_MUSCLE_CELL_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_STRIATED_MUSCLE_CELL_APOPTOTIC_PROCESS ADCY10 ATP2A2 BNIP3 CAMK2A CAMK2D CAPN2 CXCR2 GATA6 LTK MAP3K5 MIR16-1 MIR17 MIR195 MIR320A MIR34A POU4F2 SMAD4 TIGAR TP53 GOBP_POSITIVE_REGULATION_OF_STRIATED_MUSCLE_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_STRIATED_MUSCLE_CELL_DIFFERENTIATION ACTN3 AKAP6 ARRB2 ATP11A BCL2 BMP10 BMP4 CAV3 CYP26B1 EDN1 EFNB2 HOPX IGF1 KAT2A LMOD3 MAML1 MAMSTR MAPK14 MEF2C MESP1 MIR1-1 MIR133A1 MIR133B MIR199A1 MIR19A MIR19B1 MIR204 MIR206 MIR208A MIR499A MMP14 MORF4L2 MTOR MYF5 MYF6 MYLK3 MYOCD MYOD1 MYOG NIBAN2 NRG1 PARP2 PIEZO1 PRKD1 PROX1 RBM24 SHH SHOX2 SMYD1 TBX1 TGFB1 TRIM32 WNT3A GOBP_POSITIVE_REGULATION_OF_STRIATED_MUSCLE_CONTRACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_STRIATED_MUSCLE_CONTRACTION ACE2 ACTN3 ADRA1A ATP1A1 ATP2A1 CHGA GSTO1 HSP90AA1 KCNQ1 MIR1-1 NPPA RGS2 TRPV4 UCN GOBP_POSITIVE_REGULATION_OF_SUBSTRATE_ADHESION_DEPENDENT_CELL_SPREADING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_SUBSTRATE_ADHESION_DEPENDENT_CELL_SPREADING ABL1 APOA1 ARHGEF7 ARPC2 BRAF C1QBP CALR CARMIL1 CASS4 CDC42 CIB1 CRK CRKL CSPG5 DAB2 DOCK1 DOCK5 FERMT2 FGA FGB FGG FLNA HAS2 ILK ITGB3 LIMS1 LIMS2 MDK MYADM MYOC NEDD9 NRP1 OLFM4 P4HB PREX1 RAC1 RAC3 RREB1 S100A10 TESK1 TRIOBP UNC13D GOBP_POSITIVE_REGULATION_OF_SULFUR_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_SULFUR_METABOLIC_PROCESS ABCB7 CTNNB1 PXYLP1 SP1 TCF7L2 GOBP_POSITIVE_REGULATION_OF_SUPEROXIDE_ANION_GENERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_SUPEROXIDE_ANION_GENERATION CD177 CLEC7A CRP F2RL1 FPR2 GNAI2 GSTP1 HVCN1 ITGAM ITGB2 MAPT PRKCD SOD1 SYK TGFB1 TYROBP GOBP_POSITIVE_REGULATION_OF_SYNAPSE_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_SYNAPSE_ASSEMBLY ADGRB1 ADGRB3 ADNP AGRN AMIGO1 AMIGO2 AMIGO3 ARMCX5-GPRASP2 ASIC2 BDNF CBLN1 CBLN2 CLSTN1 CLSTN2 CLSTN3 CUX2 DLG5 EEF2K EFNA5 EPHB1 EPHB2 EPHB3 FLRT2 FLRT3 GHRL GPRASP3 GRID2 IL1RAP IL1RAPL1 LINGO2 LINGO4 LRRC24 LRRC4B LRRN1 LRRN3 LRRTM1 LRRTM2 LRRTM3 LRTM2 NLGN1 NLGN2 NLGN3 NRXN1 NTRK1 NTRK2 OXTR PTPRD SEMA4A SEMA4D SLITRK1 SLITRK2 SLITRK3 SLITRK4 SLITRK5 SLITRK6 SRPX2 ST8SIA2 STAU2 SYNDIG1 THBS2 TPBG VSTM5 WNT7A GOBP_POSITIVE_REGULATION_OF_SYNAPSE_MATURATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_SYNAPSE_MATURATION ADGRL1 ANAPC2 CAMK2B CDC20 DAB2IP NEURL1 NEUROD2 NRXN1 RELN GOBP_POSITIVE_REGULATION_OF_SYNAPTIC_PLASTICITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_SYNAPTIC_PLASTICITY ADCY8 ANAPC2 CDC20 CPLX2 DBN1 EPHB2 MAP1B MECP2 NEUROD2 PTGS2 SSH1 GOBP_POSITIVE_REGULATION_OF_SYNAPTIC_TRANSMISSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_SYNAPTIC_TRANSMISSION ABL1 ADCY1 ADCY8 ADORA1 ADORA2A ADRA1A AGER AKAP5 APOE APP ARC ARRB2 BAIAP3 BGLAP BRAF CA2 CA7 CACNG2 CACNG3 CACNG4 CACNG5 CACNG7 CACNG8 CALB1 CALB2 CCL2 CCR2 CHRNA7 CLSTN1 CLSTN2 CLSTN3 CRHR2 CX3CR1 CYP46A1 DLG4 DRD1 DRD2 DTNBP1 EFNB3 EIF2AK4 EPHA4 EPHB2 FAM107A FLOT1 FMR1 FXR1 GFAP GIP GPER1 GPR158 GRIA1 GRIK2 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GSK3B HAP1 HDAC6 HMGCR IGSF11 INS IQSEC2 ITPR3 KCTD13 KIF5B KISS1 KMO LAMA2 LARGE1 LGI1 LGMN LILRB2 LRRTM1 LRRTM2 MAPK1 MECP2 MIR30B MIR320A MIR320B1 MIR320B2 MIR320C1 MIR320C2 MIR320D1 MIR320D2 MIR320E MIR324 MIR337 MIR342 MIR421 MIR433 MIR541 MIR545 MIR95 MME MPP2 NALCN NCSTN NF1 NFATC4 NLGN1 NLGN2 NLGN3 NMU NOG NPS NPTN NR2E1 NRXN1 NSG1 NTRK1 NTRK2 OXTR PAIP2 PDE9A PINK1 PLK2 PRKAR1B PRKCE PRKCG PRKCZ PRNP PRRT1 PTGS2 PTK2B PTN RAB3GAP1 RAPSN RASGRF2 RELN RETN RGS14 RIMS1 RIMS2 RIMS3 RIMS4 ROR2 SCGN SERPINE2 SHANK2 SHANK3 SHISA7 SLC18A3 SLC1A1 SLC1A3 SLC24A1 SLC24A2 SLC4A8 SLC7A10 SLC8A2 SLC8A3 SNAP25 SNCA SQSTM1 STAU1 STX1A STX1B STX3 STX4 STXBP1 SYT1 SYT12 TACR1 TACR2 TNF TNR TSHZ3 TYROBP VAMP2 YTHDF1 ZDHHC12 ZDHHC2 ZDHHC3 GOBP_POSITIVE_REGULATION_OF_SYNAPTIC_TRANSMISSION_CHOLINERGIC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_SYNAPTIC_TRANSMISSION_CHOLINERGIC ADORA2A LAMA2 NALCN SLC18A3 TACR1 TACR2 GOBP_POSITIVE_REGULATION_OF_SYNAPTIC_TRANSMISSION_GABAERGIC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_SYNAPTIC_TRANSMISSION_GABAERGIC ADORA2A ADRA1A CA2 CA7 HAP1 KIF5B NALCN NLGN1 NLGN2 NPS OXTR PRKCE TACR1 ZDHHC12 ZDHHC3 GOBP_POSITIVE_REGULATION_OF_SYNAPTIC_TRANSMISSION_GLUTAMATERGIC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_SYNAPTIC_TRANSMISSION_GLUTAMATERGIC ADORA2A CACNG2 CACNG3 CACNG4 CACNG5 CACNG7 CACNG8 CCL2 CCR2 DRD1 DTNBP1 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D HDAC6 IQSEC2 KMO NLGN1 NLGN2 NLGN3 NPS NRXN1 NTRK1 OXTR PTGS2 PTK2B RAB3GAP1 RELN ROR2 SHANK3 STXBP1 TNR TSHZ3 GOBP_POSITIVE_REGULATION_OF_SYNAPTIC_VESICLE_ENDOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_SYNAPTIC_VESICLE_ENDOCYTOSIS ABCA13 AP2M1 LRRK2 NLGN1 PPP3CC TOR1A GOBP_POSITIVE_REGULATION_OF_SYNAPTIC_VESICLE_FUSION_TO_PRESYNAPTIC_ACTIVE_ZONE_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_SYNAPTIC_VESICLE_FUSION_TO_PRESYNAPTIC_ACTIVE_ZONE_MEMBRANE DOC2A DOC2B ERC2 PRRT2 SYT1 SYT9 GOBP_POSITIVE_REGULATION_OF_SYNAPTIC_VESICLE_RECYCLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_SYNAPTIC_VESICLE_RECYCLING ABCA13 AP2M1 DNM3 LRRK2 NLGN1 PLAA PPP3CC TOR1A GOBP_POSITIVE_REGULATION_OF_SYNCYTIUM_FORMATION_BY_PLASMA_MEMBRANE_FUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_SYNCYTIUM_FORMATION_BY_PLASMA_MEMBRANE_FUSION ADAM9 ADGRB1 CAMK1 CAPN2 CD53 CXCL9 DCSTAMP EHD1 EHD2 FLOT1 GCM1 GDF15 IL4 IL4R MAPK14 MYOD1 NFATC2 OCSTAMP RAPGEF3 RIPOR2 SCGB3A1 TNFSF14 TREM2 TYROBP GOBP_POSITIVE_REGULATION_OF_SYSTEMIC_ARTERIAL_BLOOD_PRESSURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_SYSTEMIC_ARTERIAL_BLOOD_PRESSURE ACE ADORA1 AVP AVPR1A AVPR2 CHRNA7 CYP11B2 HSD11B2 NR2F2 RHOA SPX WNK1 GOBP_POSITIVE_REGULATION_OF_TAU_PROTEIN_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_TAU_PROTEIN_KINASE_ACTIVITY CLU DKK1 EGR1 HSP90AA1 HSP90AB1 MIR125B1 MIR26B NAB2 GOBP_POSITIVE_REGULATION_OF_TELOMERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_TELOMERASE_ACTIVITY ACD AURKB CCT2 CCT4 CTNNB1 DKC1 GREM1 GRHL2 HMBOX1 HSP90AA1 HSP90AB1 KLF4 MAP2K7 MAP3K4 MAPK1 MAPK15 MAPK3 MAPKAPK5 MYC NAF1 NEK2 NEK7 NVL PARM1 PARN PKIB PNKP POT1 PRKCQ PTGES3 TCP1 TNKS WRAP53 XRCC5 GOBP_POSITIVE_REGULATION_OF_TELOMERASE_RNA_LOCALIZATION_TO_CAJAL_BODY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_TELOMERASE_RNA_LOCALIZATION_TO_CAJAL_BODY CCT2 CCT3 CCT4 CCT5 CCT6A CCT7 CCT8 DKC1 NAF1 NHP2 NOP10 RUVBL1 RUVBL2 SHQ1 TCP1 GOBP_POSITIVE_REGULATION_OF_TELOMERE_CAPPING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_TELOMERE_CAPPING AURKB HNRNPD MAP2K7 MAP3K4 MAPK1 MAPK15 MAPK3 MAPKAPK5 NABP2 NEK2 NEK7 PKIB PNKP PRKCQ RTEL1 TNKS TNKS2 GOBP_POSITIVE_REGULATION_OF_TELOMERE_MAINTENANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_TELOMERE_MAINTENANCE ACD ACTL6A ACTR5 ACTR8 ATM ATR ATRX AURKB CCT2 CCT3 CCT4 CCT5 CCT6A CCT7 CCT8 CTNNB1 DHX36 DKC1 ERCC1 FBXO4 GNL3 HMBOX1 HNRNPA1 HNRNPA2B1 HNRNPD INO80 INO80B INO80C INO80D INO80E MAP2K7 MAP3K4 MAPK1 MAPK15 MAPK3 MAPKAPK5 MCRS1 MRE11 NABP2 NAF1 NBN NEK2 NEK7 NFRKB PARN PKIB PML PNKP POT1 PPP1R10 PRKCQ RAD50 RTEL1 RUVBL1 RUVBL2 SIRT6 SLX1A SLX1B SLX4 TCP1 TERF1 TERF2 TERF2IP TFPT TINF2 TNKS TNKS2 UCHL5 XRCC5 YY1 GOBP_POSITIVE_REGULATION_OF_TELOMERE_MAINTENANCE_VIA_TELOMERE_LENGTHENING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_TELOMERE_MAINTENANCE_VIA_TELOMERE_LENGTHENING ACD ATM ATR AURKB CCT2 CCT3 CCT4 CCT5 CCT6A CCT7 CCT8 CTNNB1 DHX36 DKC1 FBXO4 HMBOX1 HNRNPA1 HNRNPA2B1 MAP2K7 MAP3K4 MAPK1 MAPK15 MAPK3 MAPKAPK5 NAF1 NEK2 NEK7 PARN PKIB PNKP POT1 PRKCQ RTEL1 TCP1 TNKS TNKS2 XRCC5 GOBP_POSITIVE_REGULATION_OF_THE_FORCE_OF_HEART_CONTRACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_THE_FORCE_OF_HEART_CONTRACTION MYL2 NOS1 RYR2 SLC8A1 SLC9A1 GOBP_POSITIVE_REGULATION_OF_THYROID_HORMONE_GENERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_THYROID_HORMONE_GENERATION CTNS GATA3 HPN PAX8 SLCO1C1 GOBP_POSITIVE_REGULATION_OF_TISSUE_REMODELING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_TISSUE_REMODELING HRG IL12B IL15 IL18 IL2 IL21 IL23A MIR143 MIR15B MIR16-1 MIR17 MIR195 MIR199A1 MIR20A MIR214 MIR27B MIR34A MIR34B MIR34C PPP3CA ROCK1 ROCK2 TMBIM1 GOBP_POSITIVE_REGULATION_OF_TOLERANCE_INDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_TOLERANCE_INDUCTION CBLB CD274 CD3E FOXJ1 FOXP3 HLA-G IDO1 IRAK3 ITCH LILRB2 LILRB4 TGFBR2 GOBP_POSITIVE_REGULATION_OF_TOLL_LIKE_RECEPTOR_2_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_TOLL_LIKE_RECEPTOR_2_SIGNALING_PATHWAY CYBA F2RL1 MFHAS1 PJA2 TIRAP TLR1 GOBP_POSITIVE_REGULATION_OF_TOLL_LIKE_RECEPTOR_3_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_TOLL_LIKE_RECEPTOR_3_SIGNALING_PATHWAY CAV1 F2RL1 FLOT1 PELI1 PTPN22 TIRAP TRIM3 WDFY1 GOBP_POSITIVE_REGULATION_OF_TOLL_LIKE_RECEPTOR_4_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_TOLL_LIKE_RECEPTOR_4_SIGNALING_PATHWAY CD14 F2RL1 IFI35 LBP LTF NINJ1 NR1H3 PELI1 PTPN22 TICAM2 TIRAP WDFY1 ZNRF1 GOBP_POSITIVE_REGULATION_OF_TOLL_LIKE_RECEPTOR_9_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_TOLL_LIKE_RECEPTOR_9_SIGNALING_PATHWAY HMGB1 PTPN22 RSAD2 RTN4 SLC15A4 TLR9 GOBP_POSITIVE_REGULATION_OF_TOOTH_MINERALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_TOOTH_MINERALIZATION AMELX AMTN CFTR ENAM ODAPH SLC4A2 TFAP2A WNT6 GOBP_POSITIVE_REGULATION_OF_TORC1_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_TORC1_SIGNALING AKT1 BMT2 CASTOR1 CLEC16A CSNK1A1 CTNS CUL3 EP300 FLCN FNIP1 FNIP2 GPR137 GPR137B GPR137C GPR155 KLHL22 LAMTOR1 LAMTOR2 LAMTOR3 LAMTOR4 LAMTOR5 LARS1 MIOS OTUB1 OTUD5 PIH1D1 PIM1 PIP4P1 RBX1 RHEB RNF167 RPS6KB1 RRAGA RRAGB RRAGC RRAGD SEC13 SEH1L SESN2 SIK3 SLC38A9 SRC SRMS STAMBPL1 SYK TBK1 TELO2 USP32 USP4 WAC WDR24 WDR59 GOBP_POSITIVE_REGULATION_OF_TORC2_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_TORC2_SIGNALING NCKAP1L OTUD5 SIK3 TELO2 USP9X GOBP_POSITIVE_REGULATION_OF_TOR_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_TOR_SIGNALING AKT1 AKT3 BMT2 CASTOR1 CLEC16A CSNK1A1 CTNS CUL3 EP300 FLCN FNIP1 FNIP2 GAS6 GOLPH3 GPR137 GPR137B GPR137C GPR155 HDAC3 HTR6 KLHL22 LAMTOR1 LAMTOR2 LAMTOR3 LAMTOR4 LAMTOR5 LARS1 LEP LIN28A MIOS MIR199A1 MLST8 NCKAP1L OTUB1 OTUD5 PIH1D1 PIK3CA PIM1 PIP4P1 RBX1 RELN RHEB RICTOR RNF167 RPS6KB1 RPTOR RRAGA RRAGB RRAGC RRAGD SEC13 SEH1L SESN2 SIK3 SLC38A9 SMCR8 SRC SRMS STAMBPL1 SYK TBK1 TELO2 TREM2 USP32 USP4 USP9X WAC WDR24 WDR59 GOBP_POSITIVE_REGULATION_OF_TRANSCRIPTION_BY_GLUCOSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_TRANSCRIPTION_BY_GLUCOSE FOXA2 KAT2B MLXIPL OGT SRF USF1 USF2 GOBP_POSITIVE_REGULATION_OF_TRANSCRIPTION_BY_RNA_POLYMERASE_I https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_TRANSCRIPTION_BY_RNA_POLYMERASE_I ACTR6 ATF4 BAZ1B BNC1 CARM1 DDX11 DDX21 DEK DHX33 EIF2AK3 ERBB2 ERCC6 HEATR1 IPPK LYAR MARS1 MTOR MYBBP1A NCL NOL11 PHF8 PIH1D1 PWP1 RASL11A SF3B1 SIRT7 SMARCA4 SMARCA5 SMARCB1 UBTF UBTFL1 UBTFL6 UTP15 WDR43 WDR75 GOBP_POSITIVE_REGULATION_OF_TRANSCRIPTION_BY_RNA_POLYMERASE_II https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_TRANSCRIPTION_BY_RNA_POLYMERASE_II AATF ABHD14B ABL1 ABLIM3 ABRA ACTN4 ACTR2 ACTR3 ACVR1 ACVR2A ACVRL1 ADCYAP1 ADIRF ADRB2 AGO1 AGO2 AGRN AHI1 AHR AIRE AKAP8L AKIRIN1 AKIRIN2 AKNA AKT1 ALX1 ALX4 ANKRD23 ANXA2 AP3B1 AP3D1 APBB1 APBB2 APEX1 APP AR ARF4 ARHGEF2 ARID3A ARID3B ARID3C ARID4A ARID4B ARID5A ARMCX3 ARNT ARNT2 ARRB1 ARX ASCL1 ASCL2 ASCL3 ASH1L ASH2L ASXL1 ASXL2 ASXL3 ATAD2 ATAD2B ATF1 ATF2 ATF3 ATF4 ATF5 ATF6 ATF6B ATF7 ATM ATMIN ATOH1 ATOH7 ATOH8 ATRX AUTS2 BACH1 BARHL1 BARHL2 BARX2 BATF BAZ1B BCAS3 BCL11B BCL2L12 BCL3 BCL9 BCL9L BCLAF1 BCLAF3 BEX1 BHLHA15 BHLHE22 BHLHE23 BMAL1 BMAL2 BMP2 BMP4 BMP5 BMP6 BMP7 BMPR1A BMPR1B BMPR2 BORCS8-MEF2B BPTF BRCA1 BRD4 BRD8 BSX BTBD18 CALCOCO1 CAMK1 CAMTA1 CAMTA2 CAND1 CAPRIN2 CARF CASK CASZ1 CAVIN4 CBFB CCDC62 CCN1 CCNC CCNK CCNT1 CCNT2 CCPG1 CD28 CD40 CD81 CDC5L CDC73 CDH13 CDK12 CDK13 CDK5RAP3 CDK7 CDK9 CDON CDX1 CDX2 CDX4 CEBPA CEBPB CEBPD CEBPE CEBPG CEBPZ CELA1 CGA CHCHD2 CHD6 CHD7 CHD8 CHP2 CHUK CIITA CITED1 CITED2 CKAP2 CLOCK CNBP CNOT7 COPS5 CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREBBP CREBRF CREBZF CREM CRLF3 CRTC1 CRTC2 CRTC3 CRX CSF3 CSRNP1 CSRNP2 CSRNP3 CSRP3 CTBP2 CTCFL CTNNB1 CTR9 CX3CL1 CXCL10 CYTL1 DAB2 DAB2IP DBP DCAF6 DCN DDIT3 DDN DDRGK1 DDX17 DDX21 DDX3X DEK DHX36 DHX9 DLL1 DLX1 DLX2 DLX3 DLX5 DMRT1 DMRT2 DMTF1 DOT1L DRD2 DUX4 DVL1 DVL2 DVL3 E2F1 E2F2 E2F3 E2F4 E2F7 E2F8 E4F1 EAF2 EAPP EBF2 EBF4 ECD EDN1 EFCAB7 EGFR EGLN1 EGR1 EGR2 EGR3 EGR4 EHF EIF5A ELF1 ELF3 ELF4 ELK1 ELK3 ELK4 ELL ELL2 ELL3 EN1 EN2 ENG EOMES EP300 EPAS1 EPC1 EPCAM ERCC1 ERCC6 ERG ESR1 ESRRA ESRRB ESRRG ETS1 ETS2 ETV1 ETV2 ETV4 ETV5 ETV6 EVX1 EXOSC9 EYA1 EZH1 F2RL1 FADD FEV FEZF2 FGF1 FGF10 FGF2 FGF4 FGFR2 FHL5 FHOD1 FIGLA FIZ1 FLCN FLI1 FOS FOSB FOSL1 FOSL2 FOXA1 FOXA2 FOXA3 FOXC1 FOXC2 FOXD1 FOXD2 FOXD3 FOXF1 FOXF2 FOXH1 FOXI1 FOXJ1 FOXJ2 FOXJ3 FOXK2 FOXL2 FOXM1 FOXN1 FOXN4 FOXO1 FOXO3 FOXO4 FOXP3 FOXR1 FSHB FSTL3 FUBP3 FZD5 GABPA GABPB1 GABPB2 GAL GALR1 GALR2 GALR3 GATA1 GATA2 GATA3 GATA4 GATA5 GATA6 GBX2 GCM1 GCM2 GDF2 GDNF GFI1B GLI1 GLI2 GLI3 GLIS1 GLIS2 GLIS3 GLMP GMEB1 GMEB2 GPBP1 GPER1 GPS2 GREM1 GRHL1 GRHL2 GRHL3 GRIN1 GSK3A GSX1 GTF2A1 GTF2A2 GTF2F1 GTF2F2 GTF2I H2AZ1 HAMP HAND1 HAND2 HAX1 HCFC1 HCLS1 HDAC1 HDAC2 HDAC3 HDAC4 HDAC5 HDGF HELT HELZ2 HES1 HES5 HEXB HEY1 HEY2 HEYL HGF HHEX HIF1A HINFP HIPK2 HIVEP1 HJV HLF HLTF HMGA1 HMGA2 HMGB1 HMGB2 HNF1A HNF1B HNF4A HNF4G HNRNPK HNRNPU HOXA1 HOXA10 HOXA13 HOXA2 HOXA4 HOXA5 HOXA7 HOXA9 HOXB1 HOXB2 HOXB3 HOXB4 HOXB5 HOXB7 HOXB9 HOXC10 HOXC11 HOXC13 HOXC4 HOXD10 HOXD13 HOXD3 HOXD4 HOXD8 HOXD9 HRAS HSF1 HSF2 HSPA5 HTATIP2 HYAL2 ID4 IER2 IER5 IFI16 IFNB1 IFT74 IGF1 IGF2 IHH IKBKB IKBKG IKZF3 IKZF4 IL10 IL11 IL17A IL17F IL18 IL1A IL1B IL2 IL23A IL25 IL26 IL33 IL4 IL4I1 IL6 ING3 INHBA INO80 IRF1 IRF2 IRF2BPL IRF3 IRF4 IRF5 IRF6 IRF7 IRF8 IRF9 IRX3 IRX6 ISL1 ISL2 ITGA6 ITGA8 ITGB1BP1 JAG1 JAK2 JMJD6 JUN JUNB JUND JUP KANSL3 KAT2A KAT2B KAT5 KAT6A KAT6B KAT7 KAT8 KDM1A KDM1B KDM3A KDM4C KDM6B KLF10 KLF13 KLF14 KLF15 KLF2 KLF4 KLF5 KLF6 KLF7 KMT2A KMT2C KMT2D KPNA6 LARP7 LDB1 LDB2 LEF1 LEO1 LHX2 LHX3 LHX4 LIF LILRB1 LITAF LMO1 LMO2 LMO3 LMO4 LMO7 LMX1A LMX1B LPIN1 LPIN2 LPIN3 LRP5 LRP6 LUM MACC1 MAF MAFA MAFB MAFF MAFG MAML1 MAML2 MAML3 MAMSTR MAP2K5 MAPK14 MAPK3 MAPK7 MAVS MAX MBTPS2 MC1R MCIDAS MCRS1 MDC1 MECOM MECP2 MED1 MED10 MED11 MED12 MED12L MED13 MED14 MED15 MED16 MED17 MED18 MED19 MED20 MED21 MED22 MED23 MED24 MED25 MED26 MED27 MED28 MED29 MED30 MED31 MED4 MED6 MED7 MED8 MED9 MEF2A MEF2B MEF2C MEF2D MEIS1 MEIS2 MEIS3 MEIS3P1 MEN1 MEOX1 MEOX2 MEPCE MESP1 MET METTL23 MICAL2 MIR9-1HG MITF MIXL1 MKRN2 MLIP MLLT10 MLLT6 MLX MLXIP MLXIPL MMP12 MORF4L2 MOSPD1 MRTFA MRTFB MSGN1 MSX1 MTA2 MTF1 MUC1 MYB MYBBP1A MYBL1 MYBL2 MYC MYCN MYD88 MYDGF MYF5 MYF6 MYOCD MYOD1 MYOG MYSM1 MZF1 NAMPT NANOG NCBP1 NCBP2 NCK1 NCK2 NCL NCOA1 NCOA2 NCOA3 NCOA6 NCOA7 NDN NELFA NELFE NEUROD1 NEUROD2 NEUROD4 NEUROD6 NEUROG1 NEUROG2 NEUROG3 NFAT5 NFATC1 NFATC2 NFATC2IP NFATC3 NFATC4 NFE2L2 NFE4 NFIA NFIB NFIC NFIX NFKB1 NFKB2 NFKBIA NFKBIZ NFYA NFYB NFYC NHLH1 NHLH2 NIPBL NKRF NKX2-1 NKX2-2 NKX2-3 NKX2-5 NKX2-6 NKX2-8 NKX3-1 NKX6-1 NKX6-3 NLRC5 NLRP3 NME2 NOD2 NODAL NOG NOS1 NOTCH1 NOTCH3 NOTCH4 NPAS4 NPAT NPM1 NPNT NR1D1 NR1D2 NR1H2 NR1H3 NR1H4 NR1I2 NR1I3 NR2C2 NR2E1 NR2E3 NR2F1 NR2F2 NR3C1 NR4A1 NR4A2 NR4A3 NR5A1 NR5A2 NR6A1 NRF1 NRIP1 NRL NUCKS1 NUFIP1 OGT OLIG1 OLIG2 OLIG3 ONECUT1 ONECUT2 ONECUT3 OSM OSR1 OSR2 OTX1 OTX2 OVOL2 P2RY1 PAF1 PAGR1 PARK7 PARP1 PAX2 PAX3 PAX5 PAX6 PAX8 PAX9 PAXBP1 PAXIP1 PBX1 PBX2 PBX3 PCBP1 PCBP2 PCGF5 PCK1 PDX1 PEG3 PELP1 PER1 PF4 PFKM PGR PHF10 PHF8 PHIP PHOX2A PHOX2B PID1 PIK3R1 PIK3R2 PIN1 PITX1 PITX2 PITX3 PKD1 PKD2 PKNOX1 PLA2G1B PLAC8 PLAG1 PLAGL1 PLAGL2 PLSCR1 POGZ POMC POU1F1 POU2AF1 POU2F1 POU2F2 POU2F3 POU3F2 POU3F3 POU4F1 POU4F2 POU4F3 POU5F1 PPARA PPARD PPARG PPARGC1A PPARGC1B PPP1R12A PPP2R5B PPP3CA PPP3CB PPP3R1 PPRC1 PRDM10 PRDM15 PRDM16 PRDM2 PRDM4 PRDM5 PRKD1 PRKD2 PRKDC PRKN PROP1 PROX1 PRPF6 PRRX1 PSMC3 PSMC6 PTBP1 PTF1A PTH PTMA PTMS PTOV1 PTPRN PWWP2A PWWP2B PYGO1 RAF1 RARA RARB RARG RAX RAX2 RB1 RBM14 RBM15 RBMX RBPJ RBPJL REL RELA RELB REST RFX2 RFX3 RFX4 RFX5 RFX6 RFXANK RFXAP RGCC RGMA RHOQ RIGI RIPK1 RIPK2 RIT2 RLF RNASEL RNF10 RNF20 RNF4 RNF40 RORA RORB RPRD1B RPS6KA1 RPS6KA3 RPS6KA4 RPS6KA5 RREB1 RRP1B RTRAF RUNX1 RUNX2 RUVBL2 RXRA RXRB RXRG S100A10 S1PR1 SALL1 SALL2 SALL4 SATB2 SBNO2 SCX SENP1 SERPINF2 SERTAD1 SETD3 SETD4 SETSIP SETX SF3B1 SFPQ SFRP2 SHH SHOX SIRT1 SIRT2 SIX1 SIX2 SIX3 SIX4 SIX5 SKAP1 SKI SLC11A1 SLC30A9 SLC38A3 SLC40A1 SLC9A1 SMAD1 SMAD2 SMAD3 SMAD4 SMAD5 SMAD9 SMARCA1 SMARCA2 SMARCA4 SMARCA5 SMARCB1 SMARCC1 SMO SMYD3 SNW1 SOX1 SOX10 SOX11 SOX12 SOX14 SOX15 SOX17 SOX18 SOX2 SOX21 SOX3 SOX30 SOX4 SOX8 SOX9 SP1 SP3 SP7 SPAG8 SPDEF SPI1 SPIB SPIC SQSTM1 SREBF1 SREBF2 SRF SRY SS18 SS18L1 SSBP2 SSBP3 SSBP4 ST18 STAT1 STAT2 STAT3 STAT4 STAT5A STAT5B STAT6 STING1 STK16 SUB1 SUPT4H1 SUPT5H SUPT6H TAF1 TAF10 TAF11 TAF12 TAF13 TAF2 TAF3 TAF4 TAF4B TAF5 TAF6 TAF7 TAF8 TAF9 TAL1 TBK1 TBL1X TBL1XR1 TBP TBR1 TBX1 TBX19 TBX2 TBX20 TBX21 TBX3 TBX5 TBX6 TBXT TCEA1 TCERG1 TCF12 TCF15 TCF20 TCF21 TCF3 TCF4 TCF7L2 TEAD1 TEAD2 TEAD3 TEAD4 TEF TET1 TET2 TET3 TFAP2A TFAP2B TFAP2C TFAP2D TFAP2E TFAP4 TFCP2 TFCP2L1 TFDP1 TFDP2 TFE3 TFEB TFEC TFR2 TGFB1 TGFB3 THAP11 THAP3 THRA THRAP3 THRB TLR2 TLR3 TLR4 TLR7 TLR9 TLX1 TLX2 TMF1 TMPRSS6 TNF TNFRSF1A TNFSF11 TNFSF8 TNIP1 TNIP2 TNKS TOP2A TOX2 TOX3 TP53 TP53BP1 TP63 TP73 TRAF6 TRERF1 TRIAP1 TSTD1 TTC5 TWIST1 TXK UBE2E1 UBE3A UBP1 UCN UHRF1 USF1 USF2 USF3 USP16 UTF1 VDR VEGFA VENTX VEZF1 VGLL2 WAS WASL WBP2 WNT1 WNT10B WNT2 WNT3A WNT5A WNT7A WNT8A WT1 WWOX WWP2 WWTR1 XBP1 XRCC6 YAP1 YBX1 YES1 YY1 YY2 ZBED1 ZBED3 ZBED4 ZBTB16 ZBTB17 ZBTB18 ZBTB38 ZBTB49 ZBTB7B ZBTB7C ZC3H12A ZEB1 ZEB2 ZFAT ZFHX3 ZFP62 ZFP64 ZFPM1 ZFPM2 ZFX ZFY ZGLP1 ZIC1 ZIC3 ZMIZ1 ZMIZ2 ZMYND8 ZNF107 ZNF112 ZNF131 ZNF143 ZNF148 ZNF175 ZNF197 ZNF208 ZNF212 ZNF219 ZNF224 ZNF225 ZNF226 ZNF227 ZNF229 ZNF24 ZNF263 ZNF267 ZNF268 ZNF292 ZNF300 ZNF304 ZNF319 ZNF335 ZNF33A ZNF33B ZNF345 ZNF384 ZNF395 ZNF407 ZNF410 ZNF43 ZNF445 ZNF462 ZNF473 ZNF48 ZNF484 ZNF485 ZNF493 ZNF507 ZNF513 ZNF521 ZNF544 ZNF574 ZNF580 ZNF585A ZNF585B ZNF593 ZNF594 ZNF597 ZNF600 ZNF606 ZNF609 ZNF615 ZNF629 ZNF639 ZNF658 ZNF658B ZNF668 ZNF71 ZNF711 ZNF717 ZNF721 ZNF729 ZNF746 ZNF750 ZNF76 ZNF770 ZNF780B ZNF782 ZNF784 ZNF786 ZNF808 ZNF814 ZNF827 ZNF836 ZNF840P ZNF841 ZNF845 ZNF850 ZNF91 ZNF99 ZNHIT1 ZSCAN21 GOBP_POSITIVE_REGULATION_OF_TRANSCRIPTION_BY_RNA_POLYMERASE_III https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_TRANSCRIPTION_BY_RNA_POLYMERASE_III AR BAZ1B BRF1 CHD8 DDX21 DEK ELL ERCC6 ICE1 ICE2 INHBA MTOR MYBBP1A RPTOR SF3B1 SMARCA5 ZC3H8 ZNF143 GOBP_POSITIVE_REGULATION_OF_TRANSCRIPTION_ELONGATION_BY_RNA_POLYMERASE_II https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_TRANSCRIPTION_ELONGATION_BY_RNA_POLYMERASE_II BRD4 BTBD18 CCNK CCNT1 CDC73 CDK12 CDK13 CDK9 CTNNB1 EAPP ELL ELL2 ELL3 GTF2F1 LDB1 LEO1 MED1 MED10 MED11 MED14 MED15 MED16 MED17 MED18 MED19 MED20 MED21 MED22 MED23 MED24 MED25 MED26 MED27 MED28 MED29 MED30 MED31 MED4 MED6 MED7 MED8 MED9 NCBP1 NCBP2 PWWP2A PWWP2B SUPT6H TCERG1 ZMYND8 GOBP_POSITIVE_REGULATION_OF_TRANSCRIPTION_FROM_RNA_POLYMERASE_II_PROMOTER_INVOLVED_IN_CELLULAR_RESPONSE_TO_CHEMICAL_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_TRANSCRIPTION_FROM_RNA_POLYMERASE_II_PROMOTER_INVOLVED_IN_CELLULAR_RESPONSE_TO_CHEMICAL_STIMULUS ATF2 ATF4 BMP2 CREB3 DLX5 HIF1A NFE2L2 RBPJ RELA RUNX2 SMAD1 SMAD4 SMAD5 SMAD9 TP53 VEGFA XBP1 GOBP_POSITIVE_REGULATION_OF_TRANSCRIPTION_FROM_RNA_POLYMERASE_II_PROMOTER_IN_RESPONSE_TO_ENDOPLASMIC_RETICULUM_STRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_TRANSCRIPTION_FROM_RNA_POLYMERASE_II_PROMOTER_IN_RESPONSE_TO_ENDOPLASMIC_RETICULUM_STRESS ATF3 ATF4 ATF6 ATF6B CEBPB CREB3L1 CREB3L3 DDIT3 HSPA5 MBTPS2 TP53 GOBP_POSITIVE_REGULATION_OF_TRANSCRIPTION_FROM_RNA_POLYMERASE_II_PROMOTER_IN_RESPONSE_TO_HYPOXIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_TRANSCRIPTION_FROM_RNA_POLYMERASE_II_PROMOTER_IN_RESPONSE_TO_HYPOXIA HIF1A NFE2L2 RBPJ TP53 VEGFA GOBP_POSITIVE_REGULATION_OF_TRANSCRIPTION_FROM_RNA_POLYMERASE_II_PROMOTER_IN_RESPONSE_TO_STRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_TRANSCRIPTION_FROM_RNA_POLYMERASE_II_PROMOTER_IN_RESPONSE_TO_STRESS ATF3 ATF4 ATF6 ATF6B CEBPB CREB3L1 CREB3L3 DDIT3 HIF1A HSPA5 KLF2 MAPK7 MBTPS2 MUC1 NFE2L2 RBPJ TP53 VEGFA GOBP_POSITIVE_REGULATION_OF_TRANSCRIPTION_OF_NOTCH_RECEPTOR_TARGET https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_TRANSCRIPTION_OF_NOTCH_RECEPTOR_TARGET MAML1 MAML2 MAML3 NOTCH1 NOTCH4 RBM15 RBPJ GOBP_POSITIVE_REGULATION_OF_TRANSCRIPTION_OF_NUCLEOLAR_LARGE_RRNA_BY_RNA_POLYMERASE_I https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_TRANSCRIPTION_OF_NUCLEOLAR_LARGE_RRNA_BY_RNA_POLYMERASE_I DDX11 IPPK MARS1 MTOR NCL NOL11 PIH1D1 PWP1 SMARCA4 SMARCB1 GOBP_POSITIVE_REGULATION_OF_TRANSCRIPTION_REGULATORY_REGION_DNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_TRANSCRIPTION_REGULATORY_REGION_DNA_BINDING DAZAP2 DDRGK1 EP300 FOXC1 GATA3 GTF2B H1-0 HAND2 IFNG IGF1 LAMTOR5 NEUROD1 NIBAN2 PARK7 PAX6 POU4F1 POU4F2 RB1 TGFB1 TRAF6 TRIM6 TWIST1 GOBP_POSITIVE_REGULATION_OF_TRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_TRANSFERASE_ACTIVITY ABI1 ABL1 ACD ACE ADAM17 ADAM8 ADAM9 ADCY8 ADCYAP1 ADIPOQ ADRA2A ADRA2B ADRA2C ADRB2 AGAP2 AGT AGTR1 AKT1 ALK ALS2 AMBRA1 ANG ANGPT1 APOA1 APOA2 APOA4 APOE ARHGEF5 ARRDC3 ARRDC4 ATG14 ATP2B4 AURKB AXIN1 AXIN2 AXL AZU1 BAD BMI1 BORA BTRC CAB39 CACUL1 CALCA CALM1 CALM2 CALM3 CAMK1 CAMKK1 CAMKK2 CARD10 CARD14 CARTPT CASS4 CCDC88A CCL19 CCL21 CCL5 CCN1 CCND1 CCND2 CCND3 CCNY CCR7 CCT2 CCT4 CD19 CD200 CD24 CD300A CD4 CD40 CD74 CD86 CDC14B CDC20 CDKN1A CEMIP CENPE CHI3L1 CHRNA3 CHRNA7 CHTF18 CHTF8 CIB1 CLSPN CLU COPS8 CSF1 CSF1R CTNNB1 DAB2IP DAXX DBI DDR1 DDR2 DDX3X DGKZ DIPK2A DIRAS1 DIRAS2 DKC1 DKK1 DLG3 DLG4 DOK7 DRD4 DSCC1 DSTYK DUSP12 DUSP19 DVL2 DVL3 DYNAP ECT2 EDN1 EDN3 EEF1A2 EFNA1 EGF EGFR EGR1 ELANE EMP2 EPGN EPHA1 EPHA2 EPHA4 EPHA8 EPHB4 ERBB2 ERBB3 ERBB4 EREG ERN1 ERP29 ETAA1 EZH2 F2 FBXW7 FCGR1A FERMT2 FGF1 FGF18 FGF2 FGFR1 FGFR2 FGFR3 FGFR4 FGR FLT1 FLT3 FLT4 FZD10 FZR1 GAS6 GH1 GHR GPRC5B GREM1 GRHL2 GRM5 GSK3A HLA-DRB1 HMBOX1 HMGA2 HNRNPA2B1 HNRNPD HRAS HSP90AA1 HSP90AB1 HTR2B IFNG IGF1 IGF1R IGF2 IL12B IL18 IL1B IL23A IL23R IL34 IL4 IL6R INS INSR INSRR IQGAP1 IRAK1 IRGM IRS1 ITGB1BP1 ITGB3 JAK2 JTB KDR KIF14 KIT KLF4 LAT LCP2 LEP LILRA5 LMO4 LRP8 LRRK2 LTF LTK MAGEA2 MAGEA2B MAGEC2 MALT1 MAP2K1 MAP2K2 MAP2K3 MAP2K5 MAP2K7 MAP3K10 MAP3K11 MAP3K12 MAP3K13 MAP3K4 MAP3K5 MAP3K7 MAP4K2 MAPK1 MAPK15 MAPK3 MAPKAPK5 MAPRE3 MAPT MARK2 MERTK MET MIR125B1 MIR143 MIR21 MIR26B MIR92A1 MMD MMD2 MRE11 MRNIP MST1R MT3 MTCP1 MUSK MYC NAB2 NAF1 NBN NCF1 NEDD9 NEK10 NEK2 NEK7 NOD2 NOX4 NRG1 NTF3 NTRK1 NTRK2 NTRK3 NVL OSBPL8 P2RY12 PABPN1 PAK1 PARK7 PARM1 PARN PCNA PDCD10 PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PDPK1 PHB1 PHB2 PIBF1 PIFO PIH1D1 PIK3CG PIK3R5 PIK3R6 PILRB PIN1 PINK1 PKD1 PKD2 PKIB PLA2G1B PLAAT4 PLK1 PNKP POLG2 POT1 PPIA PPP2CA PRIM2 PRKAG1 PRKAG2 PRKCD PRKCQ PRKD1 PRLR PRNP PROX1 PRRC1 PSMD10 PSRC1 PTEN PTGES3 PTK2 PTK2B PTPN1 PTPRC RAD50 RALB RAP1A RAPGEF2 RASGRP1 RASSF2 RELN RET RFC2 RFC3 RFC4 RFC5 RGCC RHOA RIPK3 ROBO1 ROR1 ROR2 ROS1 RPS2 RPS3 RPTOR RYK S100A12 SASH1 SERINC1 SERINC5 SIRT1 SKP1 SLC11A1 SLC8A2 SNCA SNX9 SORL1 SPDYA SRC SRCIN1 STK11 STOX1 STRADA STRADB SYAP1 TAB1 TAB2 TAOK2 TAOK3 TCIM TCL1A TCL1B TCP1 TDGF1 TEK TELO2 TENM1 TGFB1 TGFB2 TGFBR2 THBS1 TIE1 TIGAR TIRAP TLR3 TLR4 TLR6 TNF TNFRSF10A TNFRSF10B TNFRSF11A TNFSF11 TNFSF15 TNKS TOM1L1 TOPORS TPD52L1 TPX2 TRAF2 TRAF4 TRAF6 TREM2 TRIB3 TTBK1 TXN TYRO3 UBE2C UBE2I UBE2L3 UBE2S UNC119 VEGFA WNT5A WRAP53 XRCC5 XRCC6 ZFP91 ZNF16 ZNF622 GOBP_POSITIVE_REGULATION_OF_TRANSFORMING_GROWTH_FACTOR_BETA1_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_TRANSFORMING_GROWTH_FACTOR_BETA1_PRODUCTION ADAM8 AGT ATP6AP2 CX3CL1 FOXP3 LUM SERPINB7 THBS1 GOBP_POSITIVE_REGULATION_OF_TRANSFORMING_GROWTH_FACTOR_BETA_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_TRANSFORMING_GROWTH_FACTOR_BETA_PRODUCTION ADAM8 AGT ATF2 ATP6AP2 BMPR1A CD200 CD46 CX3CL1 FERMT1 FOXP3 GATA6 LGALS9 LUM MIR149 MYB PTGS2 SERPINB7 SERPINF2 SMAD3 THBS1 TNXB WNT11 XCL1 GOBP_POSITIVE_REGULATION_OF_TRANSLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_TRANSLATION AGO2 BACE1-AS BARHL2 BCL3 BOLL C1QBP CCL5 CD28 CDC123 CDK5RAP1 CIRBP CNBP COA3 CPEB3 CSDE1 CTIF CYP1B1 DAZ1 DAZ2 DAZ3 DAZ4 DAZL DDX3X DHX29 DHX36 DHX9 DNAJC3 EEF2 EIF2AK4 EIF2B5 EIF3C EIF3D EIF3E EIF4A3 EIF4G1 EIF4G2 EIF4G3 EIF5A EIF5A2 EIF5AL1 EIF6 ELAVL1 ERBB2 FASTKD2 FASTKD3 FMR1 FXR1 FXR2 GUF1 HABP4 HNRNPD HNRNPU IGF2BP1 IL6 IMPACT ITGA2 JMJD4 KHDRBS1 KRT17 LARP1 LARP1B LARP4 LARP4B LARP6 LIN28A METTL14 METTL3 METTL5 METTL8 MIF4GD MIR15B MIR16-1 MPV17L2 MRPS27 MTOR NAT10 NCK1 NCK2 NGRN NIBAN1 NPM1 NSUN5 OGT PABPC1 PAIP1 PASK PCIF1 PINK1 PIWIL2 PKM PLD1 PLXNB2 POLDIP3 POLR2G PPP1R15A PRKDC PRMT1 PRR16 PTAFR PTK2B PYM1 RBM3 RBM4 RCC1L RMND1 RPL26 RPL5 RPS27L RPS4X RPS6KB1 RPS6KB2 RPUSD3 RPUSD4 SAMD4A SERP1 SH3BGRL SOX4 SSB SYNCRIP TENT4A TENT4B TENT5B THBS1 TNF TOB1 TRMT10C TRUB2 UCN UHMK1 UPF3A UPF3B UQCC2 USP16 VIM YBX1 YBX3 YTHDF1 YTHDF2 YTHDF3 ZCCHC13 ZCCHC4 GOBP_POSITIVE_REGULATION_OF_TRANSLATIONAL_INITIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_TRANSLATIONAL_INITIATION BOLL CCL5 CDC123 DAZ1 DAZ2 DAZ3 DAZ4 DAZL DDX3X DHX29 DNAJC3 EIF2AK4 EIF2B5 HABP4 IMPACT KHDRBS1 LARP1 METTL3 MTOR NCK1 POLR2G PPP1R15A RPS6KB1 RPS6KB2 SH3BGRL TNF UHMK1 YTHDF1 YTHDF2 YTHDF3 GOBP_POSITIVE_REGULATION_OF_TRANSLATION_IN_RESPONSE_TO_ENDOPLASMIC_RETICULUM_STRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_TRANSLATION_IN_RESPONSE_TO_ENDOPLASMIC_RETICULUM_STRESS DDX3X DNAJC3 EIF4G1 NCK1 NCK2 GOBP_POSITIVE_REGULATION_OF_TRANSLATION_IN_RESPONSE_TO_STRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_TRANSLATION_IN_RESPONSE_TO_STRESS DDX3X DNAJC3 EIF2AK4 EIF4G1 IMPACT NCK1 NCK2 GOBP_POSITIVE_REGULATION_OF_TRANSMEMBRANE_RECEPTOR_PROTEIN_SERINE_THREONINE_KINASE_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_TRANSMEMBRANE_RECEPTOR_PROTEIN_SERINE_THREONINE_KINASE_SIGNALING_PATHWAY ACVR1 ACVR1B ACVR2A ACVR2B ACVRL1 ADAM17 ADISSP AMH AXIN1 BMP10 BMP2 BMP4 BMP5 BMP6 BMP7 BMPR1A BMPR2 CCN1 CDH5 CDKN1C CDKN2B CITED1 CITED2 CRB2 CREBBP CSNK2B DAB2 ELAPOR2 ENG EP300 FBXL15 FERMT1 FGF9 FKBP8 FLCN FOXD1 GATA4 GATA6 GDF2 GDF5 GDF6 GDF7 GIPC1 GPC3 HES1 HES5 HIPK2 HSP90AB1 ILK ING2 INHBA ITGA8 JAK2 KCNQ1OT1 KCP KDR KIAA0319 LRG1 MEN1 MIR140 MIR20A MIR21 MIR30B MSX1 MSX2 MYOCD NEO1 NODAL NOTCH1 NOTCH2 NPNT NUMA1 NUP93 PARP1 PELO PPARG RBPJ RNF111 RNF165 SCUBE3 SDCBP SH2B1 SLC2A10 SMAD2 SMAD4 SMAD5-AS1 SNW1 SOX11 STK11 SULF1 TBX20 TGFB1 TGFB1I1 TGFB3 TGFBR1 TGFBR2 TGFBR3 THBS1 TNXB TWSG1 UBE2O ZC3H3 ZEB2 ZNF423 GOBP_POSITIVE_REGULATION_OF_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_TRANSMEMBRANE_TRANSPORT ABCB1 ABL1 ACE2 ACSL1 ACSL5 ACTN2 ACTN4 ADCYAP1R1 ADIPOQ ADRB2 AKAP5 AKAP6 AKAP9 AKT1 AKT2 ALG10B AMIGO1 ANK2 ANK3 ANO6 ANTKMT APLNR APPL1 ARC ARL6IP1 ARPP19 ATP1B1 ATP1B2 ATP1B3 ATP2A1 ATPSCKMT AZIN1 AZIN2 BAK1 BAX BDKRB1 BRAF C1QTNF12 C2CD5 C3 CA2 CACNA2D1 CACNB2 CACNB3 CALCR CALM1 CALM2 CALM3 CAPN10 CAPN3 CASQ1 CAV1 CCL2 CCR2 CD19 CEMIP CFTR CHP1 CHP2 CLIP3 CLTCL1 CLTRN COA8 COX17 CRACR2A CREBL2 CTSS CX3CL1 CXCL10 CXCL11 CXCL9 DMD DRD1 DRD4 EDN1 EDN3 EDNRA EPHB2 ERFE F2 F2R F2RL3 FGF13 FGF19 FGF21 FLNA FXYD1 FXYD2 G6PD GAL GALR2 GH1 GIP GJC2 GLRX GPC3 GPER1 GRIN1 GRM6 GSTM2 GSTO1 HAP1 HTT IFNG IGF1 IL13 INS INSR IRS1 IRS2 ITGB1 ITLN1 JPH2 KCNC1 KCNC2 KCNE1 KCNE5 KCNH2 KCNIP2 KCNJ2 KCNMB1 KCNN4 KCNQ1 KLF15 LACRT LHCGR LRRC26 LRRC38 LRRC52 LRRC55 MAPK14 MEF2A MIR1-1 MIR21 MIR210 MIR223 MS4A1 NDUFA4 NFE2L2 NHERF1 NIPSNAP2 NLGN3 NOS1 NOS1AP NPPA NPSR1 NR4A3 NTSR1 OCLN OPN3 OPRK1 OSBPL8 P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX7 P2RY6 PDPK1 PDZK1 PIK3R1 PIRT PKD2 PLA2G1B PLCG1 PLP1 POU4F2 PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PRKCI PSEN1 PTH PTPN11 RAMP3 RELN RGS7 RHOQ RNASEL RNF207 RYR2 SCN1B SHANK3 SLC17A8 SLC1A2 SLC26A6 SLC34A1 SLC38A1 SLC7A5 SLC9A1 SNCA SORBS1 SRI STAC STAC2 STAC3 STIM1 STIM2 STIMATE STK39 TCAF1 TERT TESC THY1 TMSB4X TRDN TREM2 TRPC1 TRPC3 TRPC6 VMP1 WNK2 WNK3 XCL1 GOBP_POSITIVE_REGULATION_OF_TRANSMISSION_OF_NERVE_IMPULSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_TRANSMISSION_OF_NERVE_IMPULSE CARTPT CHRNB4 GBA1 HCRT ITGA2 MTNR1B TNR GOBP_POSITIVE_REGULATION_OF_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_TRANSPORT AACS ABAT ABCA1 ABCA12 ABCA13 ABCA3 ABCA5 ABCA7 ABCA8 ABCB1 ABCB11 ABCB4 ABCC8 ABCG1 ABCG4 ABL1 ABLIM3 ACE2 ACHE ACSL1 ACSL3 ACSL4 ACSL5 ACTB ACTN2 ACTN4 ADAM8 ADAM9 ADCY10 ADCY8 ADCYAP1 ADCYAP1R1 ADIPOQ ADORA1 ADORA2A ADORA2B ADRA2A ADRB2 AHCYL1 AHI1 AHSG AIMP1 AKAP5 AKAP6 AKAP9 AKT1 AKT2 ALG10B ALOX12B AMIGO1 ANG ANGPT1 ANK2 ANK3 ANKFY1 ANKRD1 ANO1 ANO6 ANP32B ANTKMT ANXA1 ANXA2 AP1G1 AP2A1 AP2M1 APBB1 APBB3 APELA APLN APLNR APOA1 APOA2 APOA5 APOE APPL1 APPL2 AQP1 ARC ARF6 ARHGEF5 ARIH2 ARL6IP1 ARPP19 ARRB1 ARRB2 ATAD1 ATF4 ATG13 ATG5 ATP13A2 ATP1B1 ATP1B2 ATP1B3 ATP2A1 ATP2B1 ATP2C1 ATP2C2 ATP5IF1 ATP8A1 ATP8A2 ATPSCKMT AVP AVPR1A AVPR1B AXL AZIN1 AZIN2 AZU1 B2M B3GAT3 BAD BAG3 BAIAP3 BAK1 BAP1 BAX BBC3 BCAP31 BCR BDKRB1 BGLAP BICD1 BIN1 BLK BMP2 BMP6 BOK BORCS5 BRAF BTK C1QTNF1 C1QTNF12 C1QTNF3 C2 C2CD2L C2CD5 C3 C4A C4B CA2 CACNA1D CACNA2D1 CACNB2 CACNB3 CADPS CADPS2 CALCR CALM1 CALM2 CALM3 CALR CALY CAMK1 CAMK1D CAMK2A CAPN10 CAPN3 CARTPT CASK CASQ1 CASR CAV1 CAV3 CBL CBLL1 CCL19 CCL2 CCL21 CCL3 CCL4 CCL5 CCR1 CCR2 CD14 CD151 CD177 CD19 CD2AP CD300LF CD33 CD36 CD38 CD47 CD63 CD81 CDC42 CDH1 CDH2 CDH3 CDK1 CDK5 CDK5R1 CDK5R2 CEBPB CEMIP CEP131 CEP290 CES1 CETP CFP CFTR CHCHD10 CHMP2A CHP1 CHP2 CHRM1 CHRM3 CHRNB2 CIB1 CLASP1 CLASP2 CLEC7A CLIP3 CLN3 CLTCL1 CLTRN CLU CNKSR3 CNST CNTN1 COA8 COLEC10 COLEC11 COX17 CPB2 CPSF6 CRACR2A CREB1 CREBL2 CRH CRYZL2P-SEC16B CSNK2A2 CTDSPL2 CTSS CX3CL1 CXCL10 CXCL11 CXCL12 CXCL9 CYBA CYP19A1 CYP4A11 CYP4F2 CYP8B1 DAB2 DBI DENND5B DGKD DHX9 DLG1 DLL1 DMAP1 DMD DNM1L DNM3 DOC2A DOC2B DOCK2 DRD1 DRD2 DRD4 DTNBP1 DYNC1H1 ECT2 EDEM1 EDEM2 EDN1 EDN3 EDNRA EEF2K EEPD1 EFCAB7 EGF EHD1 EHD2 EIPR1 EMD ENPP7 EP300 EPHB2 ERBB2 ERC2 ERFE ERGIC3 EXPH5 EZR F2 F2R F2RL1 F2RL2 F2RL3 FABP3 FASLG FBXW7 FCER1G FCGR1A FCGR2B FCN1 FCN2 FCN3 FEZ1 FFAR1 FFAR2 FFAR4 FGA FGB FGF12 FGF13 FGF19 FGF21 FGG FGR FHL1 FIS1 FLNA FLOT1 FMR1 FOXL2 FPR2 FRMD4A FXYD1 FXYD2 FYN FZD5 G6PD GAB2 GABBR1 GAL GALR1 GALR2 GAS6 GATA1 GATA2 GCG GCK GDNF GH1 GHRH GHRHR GHRL GIP GIPR GJC2 GLI3 GLRX GLUD1 GNA11 GOLPH3 GOLPH3L GPC3 GPD1L GPER1 GPLD1 GPR158 GPR27 GPR68 GPS2 GREM1 GRIN1 GRK2 GRM6 GRP GSK3A GSK3B GSTM2 GSTO1 GZMB H1-1 HAP1 HCAR2 HCLS1 HCRT HDAC3 HFE HGS HIF1A HIP1 HIP1R HLA-DRB1 HLA-F HNRNPK HOMER1 HPCA HPS4 HRAS HSP90AA1 HSPA1L HTRA2 HTT HUWE1 HYAL2 HYAL3 ICE1 IER3IP1 IFNG IGF1 IL13 IL15 IL15RA IL1A IL1B IL2RB IL2RG IL4 IL4R ILDR1 INHA INHBA INHBB INPP5K INS INSR IPO5 IRS1 IRS2 ISL1 ITGA2 ITGAM ITGB1 ITGB1BP1 ITGB2 ITLN1 ITPR1 JAK2 JPH2 JUP KCNB1 KCNC1 KCNC2 KCNE1 KCNE5 KCNH2 KCNIP2 KCNJ2 KCNMB1 KCNN4 KCNQ1 KCTD7 KHDRBS1 KIF20B KIF5B KISS1 KLF15 KLRC2 KMO LACRT LAMP1 LDLRAP1 LEP LEPROT LGALS3 LHCGR LILRA2 LILRA5 LIPG LMAN2 LPCAT3 LRAT LRP1 LRRC26 LRRC38 LRRC52 LRRC55 LRRC8A LRRK2 LYAR MAGI2 MAP2 MAP2K6 MAPK14 MAPK8 MAVS MBL2 MCHR1 MCU MDM2 MECP2 MEF2A MERTK MFF MIB1 MICALL2 MIEF1 MIEF2 MIF MIR1-1 MIR17 MIR183 MIR199B MIR206 MIR20A MIR21 MIR210 MIR223 MLC1 MLLT6 MPC2 MS4A1 MSN MTCL1 MTMR2 MYB MYH10 MYLK MYO18A MYO1C MYOM1 MYRIP NADK NCBP2 NCKAP1L NDUFA4 NEDD4 NEDD4L NF2 NFE2L2 NFKBIA NHERF1 NIPSNAP2 NKX2-5 NKX3-1 NKX6-1 NLGN1 NLGN2 NLGN3 NMB NMT1 NNAT NOD2 NOS1 NOS1AP NPEPPS NPPA NPPB NPR1 NPSR1 NR0B2 NR1H2 NR1H3 NR1H4 NR4A3 NRDE2 NTF3 NTSR1 NUMA1 OAZ1 OAZ2 OAZ3 OCLN OPN3 OPRK1 OR51E2 ORAI1 OSBP OSBPL8 OXTR P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX7 P2RY1 P2RY12 P2RY2 P2RY6 PARD6A PCK2 PCM1 PCNT PCSK1 PCSK9 PDCD10 PDCD5 PDCD6IP PDGFB PDGFRB PDPK1 PDX1 PDZK1 PFKFB2 PFKM PGAP1 PICK1 PIK3R1 PIK3R2 PINK1 PIRT PKD2 PKP2 PLA2G10 PLA2G1B PLA2G3 PLA2G4A PLA2G4E PLA2G5 PLA2G6 PLA2R1 PLAA PLCB1 PLCG1 PLCG2 PLK3 PLP1 PLTP PON1 POU4F2 PPARG PPIA PPID PPM1A PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PPT1 PRAP1 PRELID1 PRKAA1 PRKACA PRKAR1A PRKCB PRKCD PRKCE PRKCI PRKCZ PRKD1 PRKN PRL PRNP PRR5L PRRT2 PRSS8 PSEN1 PSMD9 PTAFR PTCH1 PTGES PTGS2 PTH PTPN11 PTPN23 PTPRC PTPRJ PTX3 PYCARD RAB15 RAB21 RAB27A RAB27B RAB29 RAB2B RAB31 RAB3A RAB3B RAB3D RAB3GAP1 RAB5A RAB7A RAB8B RAB9A RAC2 RACK1 RAMP3 RAN RAPGEF3 RAPGEF4 RASL10B RBM22 RBP4 RDX RELN RETN RFX6 RGCC RGS7 RHOQ RHOU RIOK2 RIPOR1 RNASEL RNF207 RNF31 RPH3AL RUFY3 RXRA RYR2 S100A10 S100A8 SAE1 SAR1A SAR1B SCAMP5 SCIN SCN1B SCN3B SCN4B SCN5A SCP2 SCT SCYL2 SDC1 SDC4 SDCBP SEC16B SEC24A SELE SELENOT SERP1 SERPINE1 SFN SFRP4 SFTPD SGIP1 SGK1 SGK2 SH3GLB1 SHANK3 SHH SIRPA SIRPB1 SIRPG SIRT1 SIRT3 SIRT6 SLC11A1 SLC12A2 SLC17A8 SLC18A3 SLC1A2 SLC26A6 SLC2A2 SLC30A3 SLC30A8 SLC34A1 SLC35D3 SLC38A1 SLC38A3 SLC4A8 SLC51B SLC6A1 SLC6A4 SLC7A5 SLC9A1 SMAD3 SMAD4 SMO SMPD1 SMPD3 SNAP25 SNAPIN SNCA SNF8 SNX4 SOD1 SORBS1 SORL1 SOX11 SOX4 SPACA3 SPAG5 SPHK2 SPINK1 SPP1 SRC SREBF2 SRI SSTR4 STAC STAC2 STAC3 STAM STAP1 STC1 STIM1 STIM2 STIMATE STK11 STK39 STOM STRIT1 STX18 STX1A STX1B STX4 STXBP1 STXBP5 SYBU SYK SYNE1 SYNGR3 SYT1 SYT10 SYT4 SYT7 SYT9 SYTL4 TACR1 TACR2 TARDBP TBC1D20 TBC1D5 TCAF1 TCAF2 TCF7L2 TENM1 TERT TESC TF TFR2 TGFB1 TGFB2 TGFB3 THY1 TLR2 TLR4 TM7SF3 TM9SF4 TMED10 TMEM132A TMEM30A TMEM30B TMF1 TMSB4X TNF TNFRSF11A TNFSF11 TOMM7 TOMM70 TOR1A TPR TRDN TREM2 TRH TRIAP1 TRIM28 TRIM46 TRPC1 TRPC3 TRPC6 TRPM4 TRPV2 TRPV3 TSG101 TSPO TTN TUB TULP1 TUNAR UBE2D3 UBE2J2 UBE2L3 UBL4B UBL5 UBR5 UCN UCN3 UNC13B UNC13D USP36 VAMP2 VAMP7 VAMP8 VEGFA VEGFC VIP VMP1 VPS11 VPS28 VPS35 VPS4A VPS4B VSNL1 VTN WASL WFS1 WLS WNK2 WNK3 WNT3A WNT5A XBP1 XCL1 XPO4 YWHAE ZC3H12A ZDHHC2 ZDHHC8 ZFAND1 ZIC1 ZNF205 ZP3 ZPR1 GOBP_POSITIVE_REGULATION_OF_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_TRANSPORTER_ACTIVITY ABCB1 ACTN2 ACTN4 ADIPOQ ADRB2 AKAP6 AKAP9 ALG10B ANK2 ANK3 ANTKMT ARC ATP1B1 ATP1B2 ATP1B3 ATP2A1 ATPSCKMT CACNA2D1 CACNB2 CACNB3 CALM1 CALM2 CALM3 CASQ1 CCL2 CCR2 CFTR CHP1 CHP2 COA8 COX17 CRACR2A CTSS DMD DRD4 EDN1 EDNRA EPHB2 FGF13 FXYD2 GAL GALR2 GLRX GSTM2 GSTO1 HAP1 HTT IFNG JPH2 KCNIP2 KCTD7 LRRC26 LRRC38 LRRC52 LRRC55 MIR1-1 NDUFA4 NIPSNAP2 NLGN3 NOS1AP NPPA NR1H3 P2RY6 PDZK1 PIRT PKD2 PON1 PRKCD RELN RNF207 RXRA RYR2 SCN1B SGK1 SGK2 SHANK3 SLC9A1 STAC STAC2 STAC3 STIM1 STIM2 STIMATE STK39 SYNGR3 TCAF1 TESC TMSB4X TRDN TREM2 TRPC6 VMP1 WNK2 WNK3 GOBP_POSITIVE_REGULATION_OF_TRIGLYCERIDE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_TRIGLYCERIDE_BIOSYNTHETIC_PROCESS CNEP1R1 CTDNEP1 GPLD1 KAT5 LDLR MFSD2A MIR29B1 NR1H2 NR1H3 PLIN5 RGN SCARB1 SLC27A1 SREBF1 GOBP_POSITIVE_REGULATION_OF_TRIGLYCERIDE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_TRIGLYCERIDE_CATABOLIC_PROCESS AADAC ABHD5 APOA4 APOA5 APOC2 DAGLB FGF21 PNPLA2 GOBP_POSITIVE_REGULATION_OF_TRIGLYCERIDE_LIPASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_TRIGLYCERIDE_LIPASE_ACTIVITY APOA4 APOA5 APOC2 APOH GPIHBP1 MIR182 NR1H2 NR1H3 PNLIP GOBP_POSITIVE_REGULATION_OF_TRIGLYCERIDE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_TRIGLYCERIDE_METABOLIC_PROCESS AADAC ABHD5 APOA4 APOA5 APOC2 CNEP1R1 CTDNEP1 DAGLB FGF21 GPLD1 KAT5 LDLR MFSD2A MIR29B1 NR1H2 NR1H3 PLIN5 PNPLA2 RGN SCARB1 SLC27A1 SREBF1 GOBP_POSITIVE_REGULATION_OF_TROPHOBLAST_CELL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_TROPHOBLAST_CELL_MIGRATION ACVR1B AGO2 APELA C1QBP SMURF2 SYDE1 VEGFA GOBP_POSITIVE_REGULATION_OF_TUMOR_NECROSIS_FACTOR_MEDIATED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_TUMOR_NECROSIS_FACTOR_MEDIATED_SIGNALING_PATHWAY ADAM17 CASP1 CASP4 CPNE1 HSPA1A HSPA1B LAPTM5 MIR1246 MMP8 PRKN RIPK1 TRAF2 TRIM32 UBE2K GOBP_POSITIVE_REGULATION_OF_TUMOR_NECROSIS_FACTOR_SUPERFAMILY_CYTOKINE_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_TUMOR_NECROSIS_FACTOR_SUPERFAMILY_CYTOKINE_PRODUCTION ABCC8 ADAM8 AGER AKAP12 APP ARFGEF2 ARHGEF2 ARID5A AZU1 BCL10 BTK C1QTNF4 CARD9 CCL19 CCL3 CCR2 CD14 CD2 CD36 CD84 CD86 CLEC7A CLU CYBA CYBB DDT DHX9 EPHB2 FADD FCGR3A FRMD8 FZD5 HAVCR2 HDAC2 HLA-E HMGB1 HSPB1 IFIH1 IFNG IFNGR1 IL12B IL17A IL17F IL1A IL23A IL33 IL6 ISL1 JAK2 LBP LEP LGALS9 LILRA2 LILRA5 LPL LRRK2 LY96 MAPKAPK2 MAVS MIF MIR144 MIR206 MIR27B MIR657 MMP8 MYD88 NFATC4 NOD1 NOD2 OAS1 OAS2 OAS3 ORM1 ORM2 PF4 PIK3R1 PLCG2 PSEN1 PTAFR PTPN11 PTPRC PTPRJ PYCARD RASGRP1 RIGI RIPK1 RIPK2 SASH3 SELENOK SETD4 SPHK2 SPN SPON2 STAT3 SYK TGFB1 THBS1 TICAM1 TIRAP TLR1 TLR2 TLR3 TLR4 TLR9 TMEM106A TNFRSF8 TWIST1 TYROBP WNT5A ZBTB20 GOBP_POSITIVE_REGULATION_OF_TYPE_2_IMMUNE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_TYPE_2_IMMUNE_RESPONSE CD74 CD81 CD86 DENND1B GATA3 IDO1 IL18 IL33 IL4 IL4R IL6 NLRP3 NOD2 PRKCZ RARA RSAD2 TNFSF4 XCL1 GOBP_POSITIVE_REGULATION_OF_TYPE_II_INTERFERON_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_TYPE_II_INTERFERON_PRODUCTION ABL1 ARID5A BCL3 BTN3A1 BTN3A2 CCR2 CD14 CD160 CD2 CD226 CD244 CD276 CD3E CEBPG CLEC7A CRTAM CYRIB EBI3 F2RL1 FADD FZD5 HAVCR2 HLA-A HLA-DPA1 HLA-DPB1 HMHB1 HRAS HSPD1 IFNL1 IL12A IL12B IL12RB1 IL12RB2 IL18 IL18R1 IL1B IL1R1 IL2 IL21 IL23A IL23R IL27 IL27RA IRF8 ISG15 ISL1 JAK2 KLRC4-KLRK1 KLRK1 LGALS9 LILRB1 LTA PDE4B PDE4D PTPN22 PYCARD RASGRP1 RIPK2 SASH3 SCRIB SLAMF1 SLAMF6 SLC11A1 SLC7A5 TLR3 TLR4 TLR7 TLR8 TLR9 TNF TNFSF4 TRIM27 TXK TYK2 WNT5A ZFPM1 ZP3 GOBP_POSITIVE_REGULATION_OF_TYPE_I_INTERFERON_MEDIATED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_TYPE_I_INTERFERON_MEDIATED_SIGNALING_PATHWAY FADD IKBKE IRF3 IRF7 LSM14A MAVS MMP12 NLRC5 RBM47 RNF185 STING1 TBK1 TRIM41 TRIM56 TRIM6 UBE2K USP27X USP29 WNT5A ZBP1 GOBP_POSITIVE_REGULATION_OF_TYPE_I_INTERFERON_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_TYPE_I_INTERFERON_PRODUCTION ARRDC4 CD14 CGAS CHUK DDX3X DHX33 DHX36 DHX58 DHX9 FLOT1 G3BP1 GAPDH GARIN5A HMGB2 HSP90AA1 HSPD1 IFIH1 IKBKE IRAK1 IRF1 IRF3 IRF5 IRF7 ISG15 MAVS MMP12 MYD88 NMB NMBR OAS1 OAS2 OAS3 PLCG2 POLR3A POLR3B POLR3C POLR3D POLR3F POLR3G PQBP1 PTPN11 PTPN22 RAB2B RIGI RIOK3 RIPK2 RNF135 SETD2 STAT1 STING1 SYK TANK TBK1 TICAM1 TICAM2 TLR2 TLR3 TLR4 TLR7 TLR8 TLR9 TOMM70 TRAF3 TRAF3IP3 TRAF6 TRIM15 TRIM56 TRIM65 XIAP ZBTB20 ZC3HAV1 ZCCHC3 GOBP_POSITIVE_REGULATION_OF_TYROSINE_PHOSPHORYLATION_OF_STAT_PROTEIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_TYROSINE_PHOSPHORYLATION_OF_STAT_PROTEIN ARL2BP CCL5 CD40 CLCF1 CNTF CRLF1 CSF1R CSF2 CSH1 CSH2 CSHL1 CTF1 EPO ERBB4 FGFR3 FLT3 FYN GH1 GH2 GHR HCLS1 HDAC2 HES1 HES5 HPX HSF1 IFNG IFNL1 IGF1 IL12A IL12B IL13 IL15 IL18 IL2 IL20 IL21 IL23A IL23R IL24 IL3 IL31RA IL4 IL6 IL6R IL6ST ISL1 JAK2 KIT LEP LIF LYN MIR19A MIR19B1 MIR221 OSBP OSM PARP14 PARP9 PIBF1 PTK6 TNF TNFRSF18 TNFRSF1A TNFSF18 TSLP VEGFA GOBP_POSITIVE_REGULATION_OF_T_CELL_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_T_CELL_APOPTOTIC_PROCESS ADAM8 BCL2L11 CCL5 CD274 IDO1 LGALS16 LGALS9 P2RX7 PDCD1 PRELID1 TP53 WNT5A ZC3H8 GOBP_POSITIVE_REGULATION_OF_T_CELL_CYTOKINE_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_T_CELL_CYTOKINE_PRODUCTION ARID5A B2M CD55 CD81 DENND1B FZD5 GATA3 HLA-A IL18 IL18R1 IL1B IL1R1 IL4 IL6 MALT1 MAP3K7 NLRP3 PRKCZ RSAD2 SASH3 SLAMF1 TBX21 TNFSF4 TRAF2 TRAF6 XCL1 GOBP_POSITIVE_REGULATION_OF_T_CELL_DIFFERENTIATION_IN_THYMUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_T_CELL_DIFFERENTIATION_IN_THYMUS ADA ADAM8 EGR3 GLI2 IHH IL2RG IL7R RASGRP1 SHH TESPA1 VNN1 GOBP_POSITIVE_REGULATION_OF_T_CELL_MEDIATED_CYTOTOXICITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_T_CELL_MEDIATED_CYTOTOXICITY B2M CD1A CD1B CD1C CD1D CD1E CYRIB FADD HFE HLA-A HLA-B HLA-C HLA-DRA HLA-DRB1 HLA-E HLA-F HLA-G HLA-H IL12A IL12B IL12RB1 IL23A IL23R MICA MICB MR1 NECTIN2 P2RX7 PTPRC PVR RAET1E RAET1G RAET1L SLC22A13 STX7 TAP2 ULBP1 ULBP2 ULBP3 XCL1 GOBP_POSITIVE_REGULATION_OF_T_CELL_MEDIATED_IMMUNE_RESPONSE_TO_TUMOR_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_T_CELL_MEDIATED_IMMUNE_RESPONSE_TO_TUMOR_CELL FBXO38 HLA-DRB1 HLA-DRB3 HSPD1 MR1 SLC22A13 GOBP_POSITIVE_REGULATION_OF_T_CELL_MEDIATED_IMMUNITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_T_CELL_MEDIATED_IMMUNITY ARID5A B2M CD1A CD1B CD1C CD1D CD1E CD55 CD81 CYRIB DENND1B FADD FBXO38 FOXP3 FZD5 GATA3 HFE HLA-A HLA-B HLA-C HLA-DRA HLA-DRB1 HLA-DRB3 HLA-E HLA-F HLA-G HLA-H HSPD1 IL12A IL12B IL12RB1 IL18 IL18R1 IL1B IL1R1 IL23A IL23R IL4 IL6 MALT1 MAP3K7 MICA MICB MR1 NECTIN2 NLRP3 P2RX7 PRKCZ PTPRC PVR RAET1E RAET1G RAET1L RSAD2 SASH3 SLAMF1 SLC22A13 STX7 TAP2 TBX21 TNFSF4 TRAF2 TRAF6 ULBP1 ULBP2 ULBP3 XCL1 ZBTB1 ZP3 GOBP_POSITIVE_REGULATION_OF_T_CELL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_T_CELL_MIGRATION ABL1 ABL2 ADAM10 ADAM17 ADAM8 AIF1 APP ASCL2 CCL20 CCL21 CCL5 CCR2 CD99L2 CORO1A CXCL10 CXCL12 CXCL13 DOCK8 FADD ITGA4 ITGB3 OXSR1 PYCARD RHOA S100A7 SELENOK SPN STK39 TMEM102 TNFRSF14 TNFSF14 WNK1 WNT5A XCL1 XCL2 GOBP_POSITIVE_REGULATION_OF_T_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_T_CELL_PROLIFERATION AGER AIF1 ANXA1 BMI1 CARD11 CCDC88B CCL19 CCL5 CCR2 CD1D CD209 CD24 CD274 CD276 CD28 CD3E CD40LG CD46 CD55 CD6 CD70 CD80 CD81 CD86 CLECL1P CORO1A DHPS DNAJA3 EBI3 EFNB1 EPO FADD FOXP3 GPAM HAVCR2 HES1 HHLA2 HLA-A HLA-DMB HLA-DPA1 HLA-DPB1 HLA-E HMGB1 ICOSLG IGF1 IGF2 IGFBP2 IL12B IL12RB1 IL15 IL18 IL1A IL1B IL2 IL21 IL23A IL23R IL2RA IL4 IL6 IL6ST JAK2 KITLG LEP LGALS9 LILRB2 MIR21 MIR30B NCK1 NCK2 NCKAP1L PDCD1LG2 PNP PPP3CA PRKCQ PTPN22 PTPRC PYCARD RASAL3 RIPK2 RPS3 SASH3 SELENOK SHH SLAMF1 SLC7A1 SPN SPTA1 STAT5B SYK TFRC TGFBR2 TMIGD2 TNFRSF13C TNFSF13B TNFSF4 TNFSF9 TRAF6 TYK2 VCAM1 VTCN1 XCL1 ZAP70 ZP3 ZP4 GOBP_POSITIVE_REGULATION_OF_T_CELL_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_T_CELL_RECEPTOR_SIGNALING_PATHWAY ADA BCL10 CARD11 CCR7 CD226 CD81 IKBKG KCNN4 LCK LIPA NECTIN2 PRKD2 RAB29 RELA RPS3 TESPA1 TRAT1 GOBP_POSITIVE_REGULATION_OF_T_CELL_TOLERANCE_INDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_T_CELL_TOLERANCE_INDUCTION CBLB CD3E FOXP3 HLA-G IDO1 ITCH LILRB2 LILRB4 TGFBR2 GOBP_POSITIVE_REGULATION_OF_T_HELPER_17_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_T_HELPER_17_CELL_DIFFERENTIATION IL12B IL12RB1 IL23A IL23R MALT1 MIR21 NFKBID NFKBIZ GOBP_POSITIVE_REGULATION_OF_T_HELPER_17_TYPE_IMMUNE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_T_HELPER_17_TYPE_IMMUNE_RESPONSE ARID5A CARD9 CLEC6A CLEC7A IL12B IL12RB1 IL23A IL23R JAK2 MALT1 MIR21 NFKBID NFKBIZ NLRP10 PRKCQ TYK2 GOBP_POSITIVE_REGULATION_OF_T_HELPER_1_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_T_HELPER_1_CELL_DIFFERENTIATION ANXA1 CCL19 CD80 HLX RIPK2 SOCS5 GOBP_POSITIVE_REGULATION_OF_T_HELPER_1_TYPE_IMMUNE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_T_HELPER_1_TYPE_IMMUNE_RESPONSE ARID5A CCR2 IL12B IL12RB1 IL18 IL18R1 IL1B IL1R1 IL23A IL23R IL27RA NLRP10 PLA2G4A RIPK2 SLAMF1 SLC11A1 TBX21 XCL1 GOBP_POSITIVE_REGULATION_OF_T_HELPER_2_CELL_CYTOKINE_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_T_HELPER_2_CELL_CYTOKINE_PRODUCTION CD81 DENND1B GATA3 IL4 IL6 NLRP3 PRKCZ RSAD2 XCL1 GOBP_POSITIVE_REGULATION_OF_T_HELPER_2_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_T_HELPER_2_CELL_DIFFERENTIATION CD86 IL18 IL4R NLRP3 PRKCZ RARA TNFSF4 GOBP_POSITIVE_REGULATION_OF_T_HELPER_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_T_HELPER_CELL_DIFFERENTIATION ANXA1 CCL19 CD80 CD86 HLX IL12B IL12RB1 IL18 IL23A IL23R IL4R MALT1 MIR21 NFKBID NFKBIZ NLRP3 PRKCZ RARA RIPK2 SHB SOCS5 TNFSF4 GOBP_POSITIVE_REGULATION_OF_UBIQUITIN_DEPENDENT_PROTEIN_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_UBIQUITIN_DEPENDENT_PROTEIN_CATABOLIC_PROCESS AGBL4 AGTPBP1 AKT1 ANKIB1 ARIH1 ARIH2 AURKA AXIN1 AXIN2 BAG2 BBS7 BCAP31 CAV1 CAV3 CBFA2T3 CCDC22 CDC20 CDC20B CDK5RAP3 CEBPA CHFR CLU COP1 CSNK1A1 CSNK1D CSNK1E DAB2 DDA1 DDRGK1 DET1 DISC1 DNAJB2 DVL1 EGF ELOB FBXO22 FBXW7 FBXW8 FZR1 GABARAP GBA1 GCLC GSK3A GSK3B HECTD1 HERPUD1 HSPA1A HSPA1B HSPBP1 IKBKG IL33 KEAP1 KLHL40 L3MBTL3 LAPTM5 LRRK2 MAGEF1 MAPK9 MDM2 NFE2L2 NKD2 NOP53 NUB1 PABIR1 PIAS1 PLK1 PLK3 PRICKLE1 PRKN PSEN1 PSMD10 PTEN PTK2 PTK2B PYHIN1 RACK1 RAD23A RBX1 RCHY1 RFPL1 RNF139 RNF14 RNF144A RNF144B RNF180 RNF19A RNF19B RNF217 SGTA SH3RF1 SH3RF2 SH3RF3 SIRT2 SIRT6 SMAD7 SMURF1 SOCS4 SOCS5 STUB1 SUMO1 SUMO2 TAF1 TGFB1I1 TRAF7 TRIB1 TRIB2 TRIB3 TRIM67 UBQLN1 UBQLN2 USP5 VCP ZER1 ZFAND2A ZYG11B GOBP_POSITIVE_REGULATION_OF_UBIQUITIN_PROTEIN_LIGASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_UBIQUITIN_PROTEIN_LIGASE_ACTIVITY BTRC CDC14B CDC20 FZR1 PLK1 PTEN SKP1 UBE2C UBE2S GOBP_POSITIVE_REGULATION_OF_UBIQUITIN_PROTEIN_TRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_UBIQUITIN_PROTEIN_TRANSFERASE_ACTIVITY ARRDC3 ARRDC4 BMI1 BTRC CDC14B CDC20 FBXW7 FZR1 MAGEA2 MAGEA2B MAGEC2 PIN1 PINK1 PLK1 PTEN RPS2 SKP1 TOPORS TRIB3 UBE2C UBE2L3 UBE2S GOBP_POSITIVE_REGULATION_OF_UNSATURATED_FATTY_ACID_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_UNSATURATED_FATTY_ACID_BIOSYNTHETIC_PROCESS ABCD1 ABCD2 ANXA1 AVP AVPR1A CD74 IL1B PLA2G3 PTGS2 GOBP_POSITIVE_REGULATION_OF_URINE_VOLUME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_URINE_VOLUME ADORA2A BTC DRD2 EDN1 EDNRB GNAI2 HAS2 HYAL2 INPP5K NPPB NPR1 NPR3 OPRL1 GOBP_POSITIVE_REGULATION_OF_UTERINE_SMOOTH_MUSCLE_CONTRACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_UTERINE_SMOOTH_MUSCLE_CONTRACTION ABAT ADRA2B GPER1 OXTR TACR1 TACR2 TACR3 GOBP_POSITIVE_REGULATION_OF_VACUOLE_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_VACUOLE_ORGANIZATION ANXA2 ATG2A BECN1 ELAPOR1 GRN IRGM LRSAM1 MCOLN1 MOAP1 PIP4K2A PIP4K2B PIP4K2C PPP3CB RAB3GAP1 RAB3GAP2 RALB SH3GLB1 SNX18 SNX30 SNX4 SNX7 ULK1 WDR45 WIPI1 GOBP_POSITIVE_REGULATION_OF_VASCULAR_ASSOCIATED_SMOOTH_MUSCLE_CELL_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_VASCULAR_ASSOCIATED_SMOOTH_MUSCLE_CELL_APOPTOTIC_PROCESS ADCY10 ATF4 E2F3 MFN2 MIR1-1 MIR140 MIR24-1 PDCD4 PPARG RBM10 SOD2 GOBP_POSITIVE_REGULATION_OF_VASCULAR_ASSOCIATED_SMOOTH_MUSCLE_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_VASCULAR_ASSOCIATED_SMOOTH_MUSCLE_CELL_DIFFERENTIATION CTH EFEMP2 ENG GPER1 KIT MIR1-1 MIR125B1 MIR140 MIR145 MIR18A MIR21 MIR424 SOD2 GOBP_POSITIVE_REGULATION_OF_VASCULAR_ASSOCIATED_SMOOTH_MUSCLE_CELL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_VASCULAR_ASSOCIATED_SMOOTH_MUSCLE_CELL_MIGRATION ADAMTS1 ATP7A DDR2 DOCK4 DOCK5 DOCK7 FGF9 IGFBP5 MAP3K7 MDM2 MIR135B MIR143 MIR146A MIR20A MIR21 MIR221 MIR26A1 MIR302C MIR448 MIR451A MIR499A NR4A3 PDGFB SSH1 TERT GOBP_POSITIVE_REGULATION_OF_VASCULAR_ASSOCIATED_SMOOTH_MUSCLE_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_VASCULAR_ASSOCIATED_SMOOTH_MUSCLE_CELL_PROLIFERATION ADAMTS1 BMPR1A CALCRL DDR2 DNMT1 EDN1 ERN1 FGF2 FGF9 FGFR2 FOXJ2 FRS2 GJA1 GNAI2 HPGD HTR1B IGF1 IGFBP5 IL10 JAK2 JUN LDLRAP1 MAP3K5 MAP3K7 MDM2 MEF2D MFN2 MIR130A MIR135B MIR146A MIR17 MIR208A MIR20A MIR21 MIR214 MIR221 MIR222 MIR26A1 MIR27A MIR27B MIR301A MIR448 MIR499A MMP2 MMP9 NF1 NR4A3 P2RY6 PDGFB SRC TERT TNF GOBP_POSITIVE_REGULATION_OF_VASCULAR_ENDOTHELIAL_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_VASCULAR_ENDOTHELIAL_CELL_PROLIFERATION ADAM17 AKT3 APLN FGF2 FGFR1 GHRL GHSR HMGB1 IGF2 ITGA4 MDK MIR126 MIR130A MIR132 MIR135B MIR21 MIR27A MIR29A MIR495 MIR499A NRARP PDPK1 PLCG1 PROK1 SIRT6 SP1 STAT3 GOBP_POSITIVE_REGULATION_OF_VASCULAR_ENDOTHELIAL_GROWTH_FACTOR_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_VASCULAR_ENDOTHELIAL_GROWTH_FACTOR_PRODUCTION ADORA2B ARNT ATF4 BRCA1 C3 C3AR1 C5 C5AR1 CCBE1 CXCL17 CYP1B1 EIF2AK3 FLT4 GATA4 HIF1A HPSE IL1A IL1B IL6 IL6ST ISL1 MIR132 NODAL NOX1 PTGS2 RELA RORA SULF1 SULF2 TGFB1 GOBP_POSITIVE_REGULATION_OF_VASCULAR_ENDOTHELIAL_GROWTH_FACTOR_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_VASCULAR_ENDOTHELIAL_GROWTH_FACTOR_RECEPTOR_SIGNALING_PATHWAY ARNT FGF10 FGF18 FGF9 GRB10 HIF1A IL1B ITGA5 ITGB3 MIR10A MIR10B MIR1224 MIR296 MT3 PRKCB PRKD2 ROBO1 VTN GOBP_POSITIVE_REGULATION_OF_VASCULAR_ENDOTHELIAL_GROWTH_FACTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_VASCULAR_ENDOTHELIAL_GROWTH_FACTOR_SIGNALING_PATHWAY ADAMTS3 CCBE1 JCAD MIR21 MYO1C ROBO1 SMOC2 TNXB VEGFA GOBP_POSITIVE_REGULATION_OF_VASCULAR_PERMEABILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_VASCULAR_PERMEABILITY ANGPT1 APOE BMP6 CXCR2 FGFBP3 OCLN PDE2A PDE3A PTP4A3 TACR1 TACR2 TGFB1 TJP1 TJP2 TJP3 TRPV4 UCN VEGFA GOBP_POSITIVE_REGULATION_OF_VASCULAR_WOUND_HEALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_VASCULAR_WOUND_HEALING CXCR4 FOXC2 MIR451A SMOC2 XBP1 GOBP_POSITIVE_REGULATION_OF_VASCULATURE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_VASCULATURE_DEVELOPMENT ABL1 ACVRL1 ADAM12 ADM ADM2 AGGF1 AGO2 AKT3 ANGPT2 ANGPT4 ANGPTL3 ANGPTL4 ANXA3 APELA APLNR AQP1 BMPER BRCA1 BTG1 C3 C3AR1 C5AR1 CAMP CCBE1 CCL24 CCR3 CD34 CD40 CDH5 CELA1 CHI3L1 CHRNA7 CMA1 CTSH CX3CR1 CXCL8 CXCR2 CXCR4 CYBB CYP1B1 CYSLTR1 DDAH1 DLL1 ECM1 EMC10 EMILIN1 EMILIN2 EMP2 ENG EPHA1 ERAP1 ETS1 F3 FGF1 FGF18 FGF2 FLT1 FOXC2 FUT1 GAB1 GATA2 GATA4 GATA6 GDF2 GHRL GHSR GREM1 GRN HIF1A HIPK1 HIPK2 HK2 HMGA2 HMOX1 HSPB1 HSPB6 HYAL1 IL10 IL1A IL1B ISL1 ITGA5 ITGAX ITGB1 ITGB3 ITGB8 JAK1 JCAD JMJD8 JUP KDR KLF4 LRG1 MDK MIR1-1 MIR1224 MIR125A MIR126 MIR130A MIR132 MIR143 MIR181B1 MIR1908 MIR199A1 MIR199B MIR20A MIR21 MIR210 MIR27B MIR29A MIR30A MIR30B MIR31 MIR378A MIR451A MIR92A1 MIR99B MIRLET7B MIRLET7G MTDH MYDGF NFE2L2 NINJ1 NODAL NOS3 NR2E1 NRP1 PAK4 PDCD6 PDCL3 PDPK1 PGF PIK3CD PIK3R6 PKM PLCG1 PRKCA PRKCB PRKD1 PRKD2 PTGIS PTK2B RAMP2 RAPGEF3 RHOB RLN2 RRAS RUNX1 S100A1 SASH1 SEMA5A SERPINE1 SFRP2 SIRT1 SIRT6 SLC39A12 SMAD1 SMOC2 SP1 SPHK1 STAT3 STIM1 TBXA2R TEK TERT TGFBR2 THBS1 TIE1 TJP1 TLR3 TMIGD2 TNFSF12 TNN TWIST1 VASH2 VEGFA VEGFB VEGFC VEGFD WARS2 WNK1 WNT5A XBP1 ZC3H12A ZNF304 GOBP_POSITIVE_REGULATION_OF_VASCULOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_VASCULOGENESIS ADM ASB4 CD34 CEACAM1 HIF1AN KDR RAMP2 RAP1A RAPGEF2 RIN2 RRAS TMEM100 GOBP_POSITIVE_REGULATION_OF_VASOCONSTRICTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_VASOCONSTRICTION ABL1 ACE ADD3 ADRA1A ADRA1D AVP AVPR1A AVPR1B AVPR2 CASR CAV1 CD38 CYSLTR1 DBH F2R FAAH FGA FGB FGG GJA5 HRH1 HRH2 HTR2A MIR21 OXTR PTGS2 RHOA SMTNL1 TACR1 TBXA2R TBXAS1 TRPM4 GOBP_POSITIVE_REGULATION_OF_VESICLE_FUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_VESICLE_FUSION AKT2 ANXA1 ANXA2 C2CD5 DOC2A DOC2B ERC2 PRRT2 SNCA SYT1 SYT9 GOBP_POSITIVE_REGULATION_OF_VESICLE_TRANSPORT_ALONG_MICROTUBULE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_VESICLE_TRANSPORT_ALONG_MICROTUBULE BORCS5 MAP2 MECP2 STK11 TRIM46 GOBP_POSITIVE_REGULATION_OF_VIRAL_GENOME_REPLICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_VIRAL_GENOME_REPLICATION ADAR ADARB1 CCL5 CD28 CNOT7 DDB1 DDX3X FKBP6 GBP7 HACD3 IFIT1 LARP1 NOTCH1 NR5A2 PABPC1 PDE12 PKN2 PPIA PPID PPIE PPIH RAD23A SRPK1 SRPK2 STAU1 TARBP2 TMEM39A TOP2A TOP2B TRIM38 VAPB GOBP_POSITIVE_REGULATION_OF_VIRAL_LIFE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_VIRAL_LIFE_CYCLE AXL CD209 CD4 CD74 CLEC4G FMR1 FURIN HLA-DRB1 HMGB1 KPNA2 KPNA6 LGALS1 LGALS9 P4HB SMPD1 TMPRSS2 TMPRSS4 TRIM11 TRIM21 TRIM38 TSG101 TYRO3 VPS37B VPS4A GOBP_POSITIVE_REGULATION_OF_VIRAL_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_VIRAL_PROCESS ADAR ADARB1 ATG12 ATG5 AXL CCL5 CD209 CD28 CD4 CD74 CLEC4G CNOT7 DDB1 DDX3X DHX9 FKBP6 FMR1 FURIN GBP7 HACD3 HLA-DRB1 HMGB1 IFIT1 KPNA2 KPNA6 LARP1 LGALS1 LGALS9 MDFIC NOTCH1 NR5A2 P4HB PABPC1 PDE12 PKN2 PPARA PPIA PPID PPIE PPIH RAB7A RAD23A RSF1 SMPD1 SRPK1 SRPK2 STAU1 STOM TARBP2 TBC1D20 TMEM250 TMEM39A TMPRSS2 TMPRSS4 TOP2A TOP2B TRIM11 TRIM21 TRIM38 TSG101 TYRO3 VAPB VPS37B VPS4A GOBP_POSITIVE_REGULATION_OF_VITAMIN_D_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_VITAMIN_D_RECEPTOR_SIGNALING_PATHWAY CYP27B1 MN1 RXRA RXRB SNW1 VDR GOBP_POSITIVE_REGULATION_OF_VOLTAGE_GATED_CALCIUM_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_VOLTAGE_GATED_CALCIUM_CHANNEL_ACTIVITY CACNA2D1 CACNB2 CACNB3 NIPSNAP2 STAC STAC2 STAC3 GOBP_POSITIVE_REGULATION_OF_VOLTAGE_GATED_POTASSIUM_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_VOLTAGE_GATED_POTASSIUM_CHANNEL_ACTIVITY AKAP6 ALG10B KCNIP2 LRRC26 LRRC38 LRRC52 LRRC55 MIR1-1 NOS1AP NPPA RNF207 TREM2 GOBP_POSITIVE_REGULATION_OF_WNT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_WNT_SIGNALING_PATHWAY ABL1 ADGRA2 ADNP AMER1 ANKRD6 ASPM ATP6AP2 ATP6V0C ATP6V1C2 BAMBI BIRC8 BMAL1 BMP2 CAPRIN2 CAV1 CCAR2 CCN4 CDC73 CDH3 COL1A1 CRBN CSNK1D CSNK1E CSNK1G1 CSNK1G2 CSNK1G3 CSNK2A1 CTDNEP1 DAAM2 DAB2 DACT1 DAPK3 DDX3X DEPDC1B DISC1 DIXDC1 DKK1 DKK2 DLX5 EDA EGF EGFR FAM53B FGF10 FGF2 FGF9 FGFR2 FRAT1 FZD9 GID8 GPC3 GPC5 GPRC5B GSKIP HHEX ILK JRK JUP KANK1 LBX2 LEF1 LGR4 LGR5 LGR6 LRRK1 LRRK2 LYPD6 MACF1 MBD2 MIR145 MIR26A1 MIR29B1 MIR346 MIR501 MLLT3 NFKB1 NKD1 NLE1 NRARP PBXIP1 PIN1 PLEKHA4 PPM1A PPM1B PPM1N PRDM15 PTK7 RBPJ RECK RNF146 RNF220 RPS12 RSPO1 RSPO2 RSPO3 RSPO4 RUVBL1 SALL1 SCEL SEMA5A SFRP1 SFRP2 SFRP4 SHH SKI SMAD3 SMARCA4 SMURF2 SOX4 SPIN1 SRC SULF1 SULF2 TBL1X TBL1XR1 TERT TGFB1 TLR2 TMEM132A TMEM198 TMEM9 TNFAIP3 TNKS TNKS2 TRPM4 TTC21B UBE2B UBR5 USP34 USP47 USP8 VCP VPS35 WLS WNK1 WNK2 WNT10B WNT3 WNT3A WNT5A WNT5B XIAP YAP1 ZBED3 ZEB2 ZRANB1 GOBP_POSITIVE_REGULATION_OF_WNT_SIGNALING_PATHWAY_PLANAR_CELL_POLARITY_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_WNT_SIGNALING_PATHWAY_PLANAR_CELL_POLARITY_PATHWAY ABL1 ANKRD6 DAB2 DKK1 GPC3 MLLT3 NKD1 PLEKHA4 RSPO3 GOBP_POSITIVE_REGULATION_OF_WOUND_HEALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_WOUND_HEALING ACTG1 ADRA2A ANO6 ANXA1 APOH ARFGEF1 CCN4 CD36 CLDN1 CLDN3 CLDN4 CLEC7A CPB2 CXCR4 DDR2 DMTN DUOX1 DUOX2 EMILIN1 EMILIN2 ENPP4 F12 F2 F2R F3 F7 FERMT1 FERMT2 FOXC2 HBEGF HPSE HRAS HRG INSL3 ITGB1 KANK1 MIR221 MIR29A MIR451A MTOR MYLK NFE2L2 OCLN PLAT PLAU PLG PRDX2 PRKCE PTK2 REG3A REG3G RREB1 SERPINE1 SERPINF2 SMOC2 ST3GAL4 TBXA2R THBD THBS1 USF1 VTN XBP1 GOBP_POSITIVE_REGULATION_OF_WOUND_HEALING_SPREADING_OF_EPIDERMAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_REGULATION_OF_WOUND_HEALING_SPREADING_OF_EPIDERMAL_CELLS FERMT1 FERMT2 MIR221 MTOR RREB1 GOBP_POSITIVE_THYMIC_T_CELL_SELECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_THYMIC_T_CELL_SELECTION CD3D CD3E CD3G CD74 DOCK2 FOXN1 ITPKB PTPN2 PTPRC SHH SRF STK11 TOX ZAP70 GOBP_POSITIVE_T_CELL_SELECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSITIVE_T_CELL_SELECTION BATF BCL11B BCL2 BRAF CD3D CD3E CD3G CD74 CTSL DOCK2 FOXN1 FOXP3 IL12B IL12RB1 IL23A IL23R IL6 IL6R IRF4 ITPKB JAK1 LOXL3 LY9 MTOR PTPN2 PTPRC SHH SLAMF6 SOCS3 SPN SRF STAT3 STAT6 STK11 TBX21 THEMIS TNFSF18 TOX ZAP70 ZFPM1 GOBP_POSTREPLICATION_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSTREPLICATION_REPAIR BRCA1 DTL FAAP20 MAD2L2 MSH2 PARP10 PCLAF PCNA POLD1 POLD2 POLD3 POLDIP2 POLE2 POLH POLI POLK POLN PRIMPOL RAD18 RCHY1 REV1 REV3L SPRTN UBE2A UBE2B UBE2N UBE2NL UBE2V1 UBE2V2 USP1 USP10 USP43 VCP WDR33 ZBTB1 GOBP_POSTSYNAPSE_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSTSYNAPSE_ASSEMBLY ABI3 ARHGEF15 ARHGEF9 C1QL2 C1QL3 CBLN1 CDH2 CRIPT CRK CRKL EPHB2 GAP43 GRID2 IL1RAP LRFN4 LRP4 LRRC4B LRRTM2 LZTS1 NLGN1 NLGN2 NLGN3 NLGN4X NLGN4Y NPTX1 NRXN1 NRXN2 NTNG2 PTEN PTK2B PTPRD PTPRS SHANK3 SLITRK3 SPTBN2 VPS35 WNT5A WNT7A ZDHHC12 GOBP_POSTSYNAPSE_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSTSYNAPSE_ORGANIZATION ABHD17A ABHD17B ABHD17C ABI2 ABI3 ACTB ACTBL2 ACTG1 ACTL9 ACTN1 ADAM10 AKT1 APOE ARC ARF1 ARF4 ARF6 ARHGAP22 ARHGAP33 ARHGAP39 ARHGAP44 ARHGEF15 ARHGEF9 ARMCX5-GPRASP2 ASAP1 BAIAP2 C1QL2 C1QL3 CAMK2B CAPRIN1 CAPRIN2 CBLN1 CDC42 CDH2 CDK5 CDK5R1 CDKL5 CFL1 CHMP2B CHRDL1 CHRNA7 CHRNB1 CNKSR2 CNTNAP1 COLQ CPNE6 CRIPT CRK CRKL CTNND2 CTTN CUX2 DBN1 DBNL DHX36 DIP2A DISC1 DLG1 DLG4 DLG5 DNAJA3 DNM3 DOCK10 DTNBP1 DVL1 EEF2K EFNA1 EPHA4 EPHA7 EPHB1 EPHB2 EPHB3 EZR FARP1 FCGR2B FNTA FRRS1L FYN FZD9 GAP43 GDNF GHRL GHSR GLRB GPHN GPRASP3 GRID1 GRID2 GRIN2B HDAC6 HIP1R HOMER1 HSPA8 IGF1R IL1RAP IL1RAPL1 INA INS INSR ITGA3 ITGB3 ITPKA KIF1A LAMA5 LGMN LHFPL4 LILRB2 LRFN2 LRFN4 LRP4 LRP8 LRRC4 LRRC4B LRRK2 LRRTM2 LZTS1 LZTS3 MESD MIR30B MTMR2 MUSK NEDD9 NEFH NEFL NF1 NGEF NLGN1 NLGN2 NLGN3 NLGN4X NLGN4Y NOS1AP NPTX1 NRCAM NRP1 NRP2 NRXN1 NRXN2 NTNG2 OPHN1 PAFAH1B1 PAK3 PDLIM5 PICK1 POTEE POTEF POTEI POTEJ POTEKP PPFIA2 PRNP PSEN1 PTEN PTK2B PTPRD PTPRS RAC3 RAPSN RELN RER1 ROR2 RPS6KA5 SEMA3F SHANK1 SHANK2 SHANK3 SHISA6 SHISA7 SIPA1L1 SLC7A11 SLITRK3 SPTBN2 SRCIN1 SRGN SSH1 STAU2 STK38 STK38L SYNGAP1 TANC1 TANC2 TIAM1 TMEM108 TREM2 VHL VPS35 WASF2 WASL WNT5A WNT7A ZDHHC12 ZDHHC15 ZDHHC2 ZMYND8 ZNF365 ZNF804A GOBP_POSTSYNAPSE_TO_NUCLEUS_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSTSYNAPSE_TO_NUCLEUS_SIGNALING_PATHWAY JAK2 KPNA1 PRR7 RELA RNF10 WNT3A GOBP_POSTSYNAPTIC_CYTOSKELETON_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSTSYNAPTIC_CYTOSKELETON_ORGANIZATION ACTB ACTBL2 ACTG1 ACTL9 CPNE6 DBNL EZR FARP1 INA NEFH NEFL NOS1AP POTEE POTEF POTEI POTEJ POTEKP RAC3 SRCIN1 WASF2 GOBP_POSTSYNAPTIC_DENSITY_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSTSYNAPTIC_DENSITY_ASSEMBLY ABI3 C1QL2 C1QL3 CBLN1 CRIPT GRID2 IL1RAP LRFN4 LRRC4B LRRTM2 NLGN2 NPTX1 NRXN1 NRXN2 PTEN PTK2B PTPRD PTPRS SHANK3 SLITRK3 ZDHHC12 GOBP_POSTSYNAPTIC_DENSITY_PROTEIN_95_CLUSTERING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSTSYNAPTIC_DENSITY_PROTEIN_95_CLUSTERING CDH2 CRIPT LRRC4 NLGN1 NLGN2 NRXN1 NRXN2 RELN ZMYND8 GOBP_POSTSYNAPTIC_MEMBRANE_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSTSYNAPTIC_MEMBRANE_ASSEMBLY CDH2 EPHB2 LRP4 NLGN1 NLGN2 NLGN3 NLGN4X NLGN4Y NRXN1 NRXN2 GOBP_POSTSYNAPTIC_MEMBRANE_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSTSYNAPTIC_MEMBRANE_ORGANIZATION APOE CDH2 CHRDL1 CHRNB1 COLQ CRIPT CRKL DLG4 DNAJA3 DVL1 EPHB2 FNTA FRRS1L FZD9 GDNF GLRB GPHN LHFPL4 LRP4 LRRC4 MESD MUSK NLGN1 NLGN2 NLGN3 NLGN4X NLGN4Y NRXN1 NRXN2 RAPSN RELN RER1 SHANK3 SHISA6 SHISA7 SLC7A11 SSH1 ZDHHC2 ZMYND8 GOBP_POSTSYNAPTIC_MODULATION_OF_CHEMICAL_SYNAPTIC_TRANSMISSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSTSYNAPTIC_MODULATION_OF_CHEMICAL_SYNAPTIC_TRANSMISSION CDH1 CHRM1 CYFIP1 DCC DRD2 EIF4A3 EIF4E FBXO2 GHRL GHSR GRM3 INA NEFH NEFL NGDN PLCB1 PPP3CA PPP3R1 PRKACA PTK2B RNF19A SLC1A1 SNX14 SORCS3 TRIO USP8 WNT5A GOBP_POSTSYNAPTIC_NEUROTRANSMITTER_RECEPTOR_INTERNALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSTSYNAPTIC_NEUROTRANSMITTER_RECEPTOR_INTERNALIZATION AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 ARC ATAD1 CALY DNM3 DRD4 EFNB2 EPS15 GSG1L HIP1 HPCA ITGB3 LPAR1 NUMB OPHN1 PPP3R1 RALA SCRIB SYNE1 VAC14 GOBP_POSTSYNAPTIC_SIGNAL_TRANSDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSTSYNAPTIC_SIGNAL_TRANSDUCTION ACHE AGRN ARRB2 CDK5R1 CHRM1 CHRM2 CHRM3 CHRM4 CHRM5 CHRNA3 CHRNA7 CHRNB2 CHRND CRKL GNA11 GNA15 GNAI2 GNAQ GNB1 GRK2 HRH3 HRH4 ITPR1 JAK2 KPNA1 LARGE1 LY6G6D LY6H LYPD1 OPRM1 PLCB1 PRKCB PRR7 RELA RGS10 RGS8 RNF10 SLURP2 WNT3A GOBP_POSTSYNAPTIC_SPECIALIZATION_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSTSYNAPTIC_SPECIALIZATION_ASSEMBLY ABI3 ARHGEF9 C1QL2 C1QL3 CBLN1 CRIPT CRK CRKL GAP43 GRID2 IL1RAP LRFN4 LRRC4B LRRTM2 NLGN2 NPTX1 NRXN1 NRXN2 NTNG2 PTEN PTK2B PTPRD PTPRS SHANK3 SLITRK3 SPTBN2 ZDHHC12 GOBP_POSTSYNAPTIC_SPECIALIZATION_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POSTSYNAPTIC_SPECIALIZATION_ORGANIZATION ABI3 ARF6 ARHGEF9 C1QL2 C1QL3 CBLN1 CDH2 CNTNAP1 CRIPT CRK CRKL DLG1 GAP43 GRID2 IL1RAP ITGB3 LILRB2 LRFN4 LRRC4 LRRC4B LRRTM2 NLGN1 NLGN2 NPTX1 NRXN1 NRXN2 NTNG2 OPHN1 PTEN PTK2B PTPRD PTPRS RAPSN RELN SHANK1 SHANK2 SHANK3 SLITRK3 SPTBN2 SYNGAP1 TMEM108 ZDHHC12 ZMYND8 GOBP_POST_ANAL_TAIL_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POST_ANAL_TAIL_MORPHOGENESIS AXIN1 CHST11 DCHS1 EPHA2 FZD3 HES7 MED12 NPR2 PALB2 PRICKLE1 RIPPLY2 SCRIB SFRP2 SP5 TCF15 TMED2 TP63 WNT3A WNT5A GOBP_POST_CHAPERONIN_TUBULIN_FOLDING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POST_CHAPERONIN_TUBULIN_FOLDING_PATHWAY RP2 TBCA TBCB TBCC TBCD TBCE TBCEL GOBP_POST_EMBRYONIC_ANIMAL_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POST_EMBRYONIC_ANIMAL_MORPHOGENESIS ATRX BAK1 BAX BCL2L11 CDH23 CRB1 DSCAM EFEMP1 FBN1 GRXCR1 HMGN1 KDR LARGE1 MFAP2 MYO7A NKX2-3 VPS54 GOBP_POST_EMBRYONIC_ANIMAL_ORGAN_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POST_EMBRYONIC_ANIMAL_ORGAN_DEVELOPMENT BAK1 BAX BCL11B BCL2L11 CDH23 EFEMP1 ERCC1 FBN1 FZD5 GRXCR1 HMGN1 JAK2 KDR KLF4 MFAP2 MYO1E MYO7A VEGFA GOBP_POST_EMBRYONIC_ANIMAL_ORGAN_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POST_EMBRYONIC_ANIMAL_ORGAN_MORPHOGENESIS BAK1 BAX BCL2L11 CDH23 EFEMP1 FBN1 GRXCR1 HMGN1 KDR MFAP2 MYO7A GOBP_POST_EMBRYONIC_CAMERA_TYPE_EYE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POST_EMBRYONIC_CAMERA_TYPE_EYE_DEVELOPMENT BAK1 BAX BCL11B FZD5 HMGN1 KDR KLF4 VEGFA GOBP_POST_EMBRYONIC_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POST_EMBRYONIC_DEVELOPMENT ABL1 ACADM ACO1 ACVR2B AGO2 ALDH5A1 ALX4 APOB ARID5B ASH1L ASL ATF5 ATM ATN1 ATRX BAK1 BAX BCL11B BCL2 BCL2L11 BMP4 BPNT2 C12orf57 CCDC47 CDH23 CELA1 CHST11 CRB1 CSRNP1 CYP1A2 DSCAM EFEMP1 EMX1 ERCC1 ERCC2 ETNK2 FBN1 FGFR2 FZD5 GABRG2 GATA3 GIGYF2 GRXCR1 HEG1 HELT HMGN1 IGF2R INPPL1 IREB2 ITPR1 JAK2 KDM5B KDR KLF4 KMT2A LARGE1 LHX1 MECP2 MFAP2 MMUT MORC3 MTOR MYO1E MYO7A NDN NKX2-3 NPPC NR4A2 PLAGL2 PLEKHA1 PPP1R13L PRDM1 PSEN1 RAB3A RC3H2 SCN9A SCUBE1 SELENOP SEMA3C SERP1 SGPL1 SLC18A2 SLC4A10 SMAD2 SOD2 STK36 SZT2 TAL2 TBCE TGFBR1 TIPARP VEGFA VPS54 ZFX GOBP_POST_EMBRYONIC_EYE_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POST_EMBRYONIC_EYE_MORPHOGENESIS BAK1 BAX EFEMP1 FBN1 HMGN1 KDR MFAP2 GOBP_POST_FERTILIZATION_EPIGENETIC_REGULATION_OF_GENE_EXPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POST_FERTILIZATION_EPIGENETIC_REGULATION_OF_GENE_EXPRESSION DCAF13 DDB1 DNMT1 DNMT3A DPPA3 METTL23 PICK1 STPG4 SUV39H1 SUV39H2 TET3 TRIM28 ZDBF2 ZNF445 GOBP_POST_GOLGI_VESICLE_MEDIATED_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POST_GOLGI_VESICLE_MEDIATED_TRANSPORT ACSL3 AMN ANK3 ANKFY1 AP1AR AP1G1 AP1G2 AP2A1 AP3D1 AP3S1 AP3S2 AP4M1 ARFGEF2 ARFRP1 ARL3 ASB15 ATP2C1 BBS1 BBS2 BLZF1 CCDC22 CCDC91 CCDC93 CLN3 CNST COMMD1 CORO7 CSK DNM2 DOP1A DOP1B EHD3 EPS15 EXOC1 EXOC2 EXOC4 EXOC5 EXOC6 EXOC6B EXOC8 GAK GBF1 GCC2 GGA1 GGA2 GGA3 GOLGA4 GOLGA7 GOLPH3 GOLPH3L GOPC KIF13A KIF16B KLHL20 KRT18 LAMP1 LAPTM5 LLGL1 LYPLA1 MACF1 MON2 MYO1B MYO5A NSF OPTN OSBPL5 PHAF1 PKDCC PREPL RAB10 RAB14 RAB26 RAB31 RAB34 RABEP1 RABIF RACK1 RBSN RP2 RSC1A1 SCAMP1 SCAMP2 SCAMP3 SCFD1 SEC16A SNAP23 SORCS1 SORL1 SORT1 SPTBN1 STEAP2 SYS1 VAMP2 VAMP3 VAMP5 VPS13A VPS13C VPS35L VPS52 VPS54 VTI1A VTI1B WIPI1 GOBP_POST_TRANSCRIPTIONAL_REGULATION_OF_GENE_EXPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POST_TRANSCRIPTIONAL_REGULATION_OF_GENE_EXPRESSION A1CF AARS1 ABCE1 ACE ACO1 ADAR AGO1 AGO2 AGO3 AGO4 AIRE AJUBA AKT1 AKT2 ALKBH1 ALKBH5 ANG ANGEL2 APEX1 APLP1 APOBEC1 APP ATF4 ATG14 ATXN2 AXIN2 BACE1-AS BANK1 BARHL2 BCDIN3D BCL3 BMP4 BOLL BTG2 BZW1 BZW2 C1QBP C6orf52 C8orf88 CACNA2D1-AS1 CACNG7 CALCR CALR CAPRIN1 CAPRIN2 CARHSP1 CARMN CASC3 CAV1 CCL5 CD28 CDC123 CDC37 CDK5RAP1 CELF1 CELF4 CIRBP CLP1 CNBP CNOT1 CNOT10 CNOT11 CNOT2 CNOT3 CNOT4 CNOT6 CNOT6L CNOT7 CNOT8 CNOT9 COA3 CPEB1 CPEB2 CPEB3 CPEB4 CSDC2 CSDE1 CSNK2A1 CTIF CYFIP1 CYP1B1 DAP DAPK1 DAPK3 DAPL1 DAZ1 DAZ2 DAZ3 DAZ4 DAZL DCP1A DCP1B DCP2 DCPS DDX1 DDX25 DDX3X DDX49 DDX6 DGCR8 DHFR DHFRP1 DHX29 DHX36 DHX9 DICER1 DIO2 DIS3 DIS3L2 DKC1 DNAJC1 DNAJC3 DND1 DNM3OS DUS3L DXO E2F1 EEF2 EEF2K EEFSEC EIF1 EIF1B EIF2A EIF2AK1 EIF2AK2 EIF2AK3 EIF2AK4 EIF2B2 EIF2B4 EIF2B5 EIF2S1 EIF3B EIF3C EIF3D EIF3E EIF3H EIF3K EIF4A2 EIF4A3 EIF4B EIF4E EIF4E1B EIF4E2 EIF4E3 EIF4EBP1 EIF4EBP2 EIF4EBP3 EIF4ENIF1 EIF4G1 EIF4G2 EIF4G3 EIF4H EIF5 EIF5A EIF5A2 EIF5AL1 EIF5B EIF6 ELAVL1 ELAVL4 ELOB ELOC ELP1 ELP2 ELP3 ELP4 ELP5 ELP6 ENC1 EPB41L5 EPHA4 EPRS1 ERBB2 ETF1 EXOSC2 EXOSC3 EXOSC5 EXOSC7 EXOSC8 EXOSC9 FASTK FASTKD1 FASTKD2 FASTKD3 FASTKD5 FBXO4 FECH FMR1 FOCAD FOXO3 FTO FUS FXR1 FXR2 GAPDH GAS5 GCN1 GCNT2 GDNF GEMIN5 GIGYF2 GRB7 GRM5 GSPT1 GUF1 GZMB HABP4 HBS1L HELZ HELZ2 HNRNPA0 HNRNPC HNRNPD HNRNPR HNRNPU HOXA10-AS HOXB-AS3 HRURF HSPB1 IFRD2 IGF2BP1 IGF2BP2 IGF2BP3 IGFBP5 IKBKE IL6 ILF3 IMPACT INPP5E IREB2 ITGA2 JMJD4 KBTBD8 KCNQ1OT1 KHDRBS1 KHSRP KLHL25 KRT13 KRT17 LARP1 LARP1B LARP4 LARP4B LARP6 LIMD1 LIN28A LIN28B LINC00461 LL22NC03-63E9.3 LRPPRC LSM1 LSM14A LSM14B MAEL MAGOH MALSU1 MAPK14 MAPKAPK2 MAPKAPK5 MATR3 MECP2 MEG3 MEIOC METAP1 METTL1 METTL14 METTL16 METTL18 METTL3 METTL5 METTL8 MEX3D MIAT MIF4GD MIR1-1 MIR1-2 MIR100 MIR101-1 MIR101-2 MIR103A1 MIR103A2 MIR103B1 MIR103B2 MIR105-1 MIR105-2 MIR106A MIR106B MIR107 MIR10A MIR10B MIR1178 MIR1180 MIR1183 MIR1185-1 MIR1185-2 MIR1197 MIR1207 MIR1208 MIR122 MIR1224 MIR1225 MIR1226 MIR1227 MIR1237 MIR124-1 MIR124-2 MIR124-3 MIR1246 MIR1249 MIR1251 MIR1253 MIR1255B1 MIR125A MIR125B1 MIR125B2 MIR126 MIR1265 MIR127 MIR1271 MIR1275 MIR1277 MIR128-1 MIR1283-1 MIR1283-2 MIR1287 MIR129-1 MIR129-2 MIR1296 MIR1298 MIR1302-2 MIR1302-4 MIR1302-5 MIR1306 MIR1307 MIR130A MIR130B MIR132 MIR133A1 MIR133A1HG MIR133A2 MIR133B MIR134 MIR135A1 MIR135A2 MIR135B MIR136 MIR137 MIR137HG MIR138-1 MIR138-2 MIR139 MIR140 MIR141 MIR142 MIR143 MIR144 MIR145 MIR146A MIR146B MIR147A MIR147B MIR148A MIR148B MIR149 MIR150 MIR151A MIR152 MIR153-1 MIR154 MIR155 MIR155HG MIR15A MIR15B MIR16-1 MIR16-2 MIR17 MIR17HG MIR181A1 MIR181A2 MIR181B1 MIR181B2 MIR181C MIR181D MIR182 MIR1827 MIR183 MIR184 MIR185 MIR186 MIR187 MIR188 MIR18A MIR18B MIR1908 MIR190A MIR190B MIR191 MIR1912 MIR192 MIR193A MIR193B MIR194-1 MIR194-2 MIR195 MIR196A1 MIR196A2 MIR196B MIR197 MIR198 MIR199A1 MIR199A2 MIR199B MIR19A MIR19B1 MIR19B2 MIR200A MIR200B MIR200C MIR203A MIR203B MIR204 MIR205 MIR206 MIR208A MIR208B MIR20A MIR20B MIR21 MIR210 MIR212 MIR214 MIR215 MIR216A MIR216B MIR217 MIR218-1 MIR218-2 MIR219A1 MIR219A2 MIR219B MIR22 MIR221 MIR222 MIR223 MIR224 MIR2355 MIR23A MIR23AHG MIR23B MIR24-1 MIR24-2 MIR25 MIR26A1 MIR26A2 MIR26B MIR27A MIR27B MIR28 MIR296 MIR298 MIR299 MIR29A MIR29B1 MIR29B2 MIR29B2CHG MIR29C MIR300 MIR301A MIR301B MIR302A MIR302B MIR302C MIR302D MIR302E MIR3065 MIR3074 MIR30A MIR30B MIR30C1 MIR30C2 MIR30D MIR30E MIR31 MIR3120 MIR3142HG MIR3148 MIR3173 MIR3179-2 MIR3180-2 MIR3180-3 MIR3180-4 MIR3180-5 MIR3184 MIR32 MIR320A MIR320B1 MIR320B2 MIR320C1 MIR320C2 MIR320D1 MIR320D2 MIR320E MIR323A MIR323B MIR324 MIR326 MIR328 MIR329-1 MIR329-2 MIR330 MIR331 MIR335 MIR337 MIR338 MIR339 MIR33A MIR33B MIR340 MIR342 MIR345 MIR346 MIR34A MIR34AHG MIR34B MIR34BHG MIR34C MIR3529 MIR3591 MIR361 MIR3619 MIR362 MIR363 MIR365A MIR3661 MIR367 MIR3677HG MIR369 MIR370 MIR371A MIR372 MIR373 MIR374A MIR374B MIR374C MIR375 MIR376A2 MIR376B MIR376C MIR377 MIR378A MIR379 MIR381 MIR382 MIR383 MIR384 MIR3909 MIR409 MIR410 MIR411 MIR412 MIR422A MIR423 MIR424 MIR425 MIR4286 MIR429 MIR432 MIR433 MIR448 MIR449A MIR449B MIR449C MIR450A1 MIR450A2 MIR450B MIR451A MIR451B MIR452 MIR454 MIR455 MIR4632 MIR4686 MIR483 MIR484 MIR485 MIR486-1 MIR486-2 MIR487A MIR487B MIR488 MIR489 MIR490 MIR491 MIR492 MIR493 MIR494 MIR495 MIR496 MIR497 MIR498 MIR499A MIR499B MIR500A MIR500B MIR501 MIR502 MIR503 MIR504 MIR505 MIR506 MIR508 MIR509-1 MIR511 MIR514A1 MIR515-1 MIR516A1 MIR516A2 MIR516B1 MIR516B2 MIR517A MIR517B MIR517C MIR518A1 MIR518A2 MIR518B MIR518C MIR518D MIR518E MIR518F MIR519A1 MIR519A2 MIR519B MIR519C MIR519D MIR519E MIR520A MIR520B MIR520C MIR520D MIR520E MIR520F MIR520G MIR520H MIR521-1 MIR521-2 MIR522 MIR523 MIR524 MIR525 MIR526A1 MIR526A2 MIR526B MIR527 MIR532 MIR539 MIR541 MIR542 MIR543 MIR544A MIR548A3 MIR548AA2 MIR548AJ2 MIR548AZ MIR548C MIR548D1 MIR548D2 MIR548H2 MIR548H3 MIR548H4 MIR548M MIR548P MIR548X2 MIR549A MIR550A1 MIR550A2 MIR550A3 MIR550B1 MIR550B2 MIR551A MIR551B MIR552 MIR553 MIR554 MIR556 MIR557 MIR558 MIR5588 MIR562 MIR563 MIR564 MIR567 MIR569 MIR572 MIR573 MIR574 MIR575 MIR576 MIR577 MIR578 MIR580 MIR581 MIR582 MIR583 MIR584 MIR586 MIR588 MIR589 MIR590 MIR592 MIR593 MIR595 MIR597 MIR599 MIR600 MIR601 MIR604 MIR605 MIR607 MIR608 MIR6086 MIR609 MIR611 MIR612 MIR613 MIR615 MIR616 MIR618 MIR621 MIR624 MIR625 MIR626 MIR628 MIR631 MIR632 MIR633 MIR636 MIR638 MIR639 MIR640 MIR642A MIR642B MIR643 MIR644A MIR648 MIR649 MIR650 MIR651 MIR652 MIR653 MIR654 MIR655 MIR656 MIR657 MIR659 MIR660 MIR661 MIR662 MIR663A MIR663B MIR665 MIR668 MIR671 MIR675 MIR676 MIR6869 MIR7-1 MIR7-2 MIR7-3 MIR708 MIR711 MIR744 MIR758 MIR760 MIR761 MIR764 MIR765 MIR766 MIR767 MIR769 MIR770 MIR802 MIR873 MIR874 MIR875 MIR876 MIR877 MIR885 MIR887 MIR889 MIR891A MIR891B MIR892B MIR9-1 MIR9-2 MIR9-3 MIR920 MIR922 MIR924 MIR92A1 MIR92A2 MIR92B MIR93 MIR934 MIR935 MIR936 MIR937 MIR938 MIR939 MIR940 MIR942 MIR944 MIR96 MIR98 MIR99A MIR99B MIRLET7A1 MIRLET7A2 MIRLET7A3 MIRLET7B MIRLET7BHG MIRLET7C MIRLET7D MIRLET7E MIRLET7F1 MIRLET7F2 MIRLET7G MIRLET7I MKNK1 MKNK2 MLH1 MOV10 MOV10L1 MPV17L2 MRPL13 MRPS27 MSI1 MSI2 MTG1 MTG2 MTIF2 MTOR MTPN MYD88 NAF1 NANOS1 NANOS2 NANOS3 NAT10 NCBP1 NCBP2 NCBP3 NCK1 NCK2 NCL NEAT1 NEURL1 NGDN NGRN NHLRC1 NHLRC3 NIBAN1 NMNAT2 NOCT NOLC1 NPM1 NRDE2 NSUN2 NSUN3 NSUN5 NT5C3B NUDT21 OGFOD1 OGT OIP5-AS1 PA2G4 PABPC1 PABPC4 PABPN1L PADI6 PAIP1 PAIP2 PAIP2B PAN2 PAN3 PARN PARP16 PARP9 PASK PATL1 PATL2 PCBP4 PCID2 PCIF1 PDE12 PELO PER1 PER2 PHAX PINK1 PIWIL1 PIWIL2 PIWIL3 PIWIL4 PKM PKP3 PLD1 PLEKHN1 PLXNB2 PNLDC1 PNPT1 POLDIP3 POLR2G PPP1CA PPP1R15A PPP1R15B PRG3 PRKCA PRKCD PRKDC PRMT1 PRR16 PTAFR PTCD3 PTK2B PUM1 PUM2 PUM3 PURA PUS7 PYM1 QKI RACK1 RAN RARA RBM10 RBM24 RBM3 RBM4 RBM46 RBM47 RBM4B RBM8A RC3H1 RC3H2 RCC1L RGS2 RIDA RIPK1 RMND1 RNASEL RNF139 ROCK1 ROCK2 RPL10 RPL13A RPL26 RPL38 RPL5 RPS14 RPS27L RPS3 RPS4X RPS6KA1 RPS6KA3 RPS6KB1 RPS6KB2 RPS9 RPUSD3 RPUSD4 SAMD4A SAMD4B SARNP SARS1 SCGB1A1 SECISBP2 SECISBP2L SELENOT SEPSECS SERBP1 SERP1 SESN2 SH3BGRL SHFL SHMT1 SHMT2 SLC11A1 SMAD5-AS1 SOX4 SPACA6-AS1 SPOUT1 SRP9 SSB STAT3 STAU1 SYNCRIP TACO1 TAF15 TARBP2 TARDBP TBRG4 TCOF1 TDRD7 TENT4A TENT4B TENT5A TENT5B TENT5C TENT5D TGFB1 THBS1 THRAP3 TIA1 TIAL1 TIRAP TMED2 TNF TNFRSF1B TNKS1BP1 TNRC6A TNRC6B TNRC6C TOB1 TP53 TPR TRAF2 TRAF3IP2 TRAF5 TRAP1 TRDMT1 TRIM2 TRIM3 TRIM71 TRMT10C TRNAU1AP TRUB1 TRUB2 TSC1 TSFM TSN TSNAX TUSC8 TUT4 TUT7 TYMS UCN UHMK1 UNK UPF1 UPF3A UPF3B UQCC2 USP16 VIM VIP WFS1 WTIP XIST XPO5 XRN1 YBX1 YBX2 YBX3 YTHDC1 YTHDF1 YTHDF2 YTHDF3 ZAR1 ZAR1L ZC3H10 ZC3H12A ZC3H12D ZC3H14 ZC3H18 ZC3H7A ZC3H7B ZCCHC13 ZCCHC17 ZCCHC4 ZFP36 ZFP36L1 ZFP36L2 ZMPSTE24 ZNF385A ZNF540 ZNF598 ZNF706 ZSWIM8 GOBP_POST_TRANSLATIONAL_PROTEIN_MODIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POST_TRANSLATIONAL_PROTEIN_MODIFICATION ABCA2 ABCB11 ABL1 ABRAXAS1 ABRAXAS2 ACTL6A ACTL6B ADGRB1 AGBL1 AGBL4 AGBL5 AGTPBP1 AIMP2 AKT1 AKTIP AMBRA1 AMER1 AMFR ANAPC1 ANAPC10 ANAPC11 ANAPC13 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 ANGPT1 ANKIB1 ANKRD9 APPBP2 AREL1 ARIH1 ARIH2 ARNT ARRB1 ARRB2 ARRDC1 ARRDC3 ARRDC4 ASB1 ASB10 ASB11 ASB12 ASB13 ASB14 ASB15 ASB16 ASB17 ASB18 ASB2 ASB3 ASB4 ASB5 ASB6 ASB7 ASB8 ASB9 ASH1L ASH2L ATG10 ATG12 ATG16L1 ATG3 ATG5 ATG7 ATXN3 ATXN3L ATXN7L3 AURKB AURKC AUTS2 AXIN1 BABAM2 BAG2 BAG5 BAP1 BARD1 BAZ1B BAZ2A BCL10 BCL11A BCL2 BEX1 BEX2 BEX3 BEX4 BFAR BIRC2 BIRC3 BIRC6 BIRC7 BIRC8 BMI1 BRAP BRCA1 BRCC3 BRD8 BSPRY BTBD1 BTRC C10orf90 CAMLG CAND1 CAND2 CAPN3 CARM1 CAV1 CBFB CBL CBLB CBLC CBLL1 CBLL2 CBX4 CCAR1 CCNA2 CCNB1IP1 CCNF CDC14B CDC16 CDC20 CDC23 CDC26 CDC27 CDC34 CDCA3 CDK2 CDK5 CDK5RAP3 CENPS CENPX CEP63 CHFR CHP1 CISH CNOT4 COMMD1 COP1 COPS2 COPS3 COPS4 COPS5 COPS6 COPS7A COPS7B COPS8 COPS9 CPA4 CRBN CREBBP CRTAP CRY1 CTNNB1 CTU1 CTU2 CUL1 CUL2 CUL3 CUL4A CUL4B CUL5 CUL7 CUL9 CYLD DAW1 DAXX DCAF1 DCAF10 DCAF11 DCAF12 DCAF13 DCAF15 DCAF16 DCAF17 DCAF4 DCAF5 DCAF6 DCAF7 DCAF8 DCST1 DCUN1D1 DCUN1D2 DCUN1D3 DCUN1D4 DCUN1D5 DDA1 DDB1 DDB2 DDRGK1 DDX21 DDX3X DEK DERL1 DESI1 DESI2 DET1 DMAP1 DNAJA1 DNAJB2 DOT1L DSCC1 DTL DTX1 DTX2 DTX3 DTX3L DTX4 DZIP3 E4F1 EGR1 EGR2 EHMT1 EHMT2 EID3 EIF3F EIPR1 ELOB ELOC ENC1 ENY2 EP300 EP400 EPAS1 ERCC6 ERCC8 ESCO1 ESCO2 EYA1 FAM107A FAM20C FANCI FANCL FANCM FBH1 FBXL12 FBXL15 FBXL17 FBXL2 FBXL21P FBXL22 FBXL3 FBXL5 FBXL7 FBXO10 FBXO11 FBXO2 FBXO22 FBXO24 FBXO25 FBXO28 FBXO3 FBXO30 FBXO31 FBXO32 FBXO33 FBXO38 FBXO4 FBXO43 FBXO45 FBXO5 FBXO6 FBXO7 FBXO9 FBXW11 FBXW5 FBXW7 FBXW8 FEM1A FEM1B FEM1C FLCN FN3K FN3KRP FOLH1 FOLH1B FOXF2 FSCB FYN FZR1 G2E3 GABARAP GAN GATA2 GCG GCLC GMCL2 GNL3 GNL3L GPS1 GPS2 GSK3A GSK3B GTPBP4 HACE1 HCFC1 HDAC1 HDAC11 HDAC2 HDAC3 HDAC4 HDAC6 HDAC7 HDAC8 HECTD1 HECTD2 HECTD3 HECTD4 HECW1 HECW2 HERC1 HERC2 HERC2P3 HERC3 HERC4 HERC5 HERC6 HERPUD1 HIF1A HINT1 HLCS HLTF HMG20A HMG20B HSP90AA1 HSP90AB1 HSPA1A HSPA1B HSPA5 HSPBP1 HUWE1 ICMT IFI27 IFIH1 INAVA IRF2BP1 IRF2BPL IRGM ISG15 ITCH IVNS1ABP JADE2 JAK2 JOSD1 JOSD2 KANSL1 KANSL2 KANSL3 KAT14 KAT2A KAT2B KAT8 KBTBD13 KBTBD2 KBTBD6 KBTBD7 KBTBD8 KCTD10 KCTD11 KCTD13 KCTD21 KCTD6 KCTD9 KDM1A KDM6A KDM6B KEAP1 KIAA1586 KLHDC1 KLHDC10 KLHDC2 KLHDC3 KLHL10 KLHL12 KLHL13 KLHL15 KLHL17 KLHL18 KLHL2 KLHL20 KLHL21 KLHL22 KLHL24 KLHL25 KLHL3 KLHL36 KLHL40 KLHL41 KLHL42 KLHL7 KLHL8 KLHL9 KMT2A KMT2B LAPTM5 LARGE1 LCMT1 LIMK1 LMO7 LNX1 LRR1 LRRC41 LRRK2 LRSAM1 LTN1 LZTR1 MAD2L1 MAD2L2 MAGEA2 MAGEA2B MAGEC2 MAGEF1 MAGEL2 MALT1 MAP3K12 MAP3K7 MAPK9 MARCHF1 MARCHF10 MARCHF11 MARCHF2 MARCHF3 MARCHF4 MARCHF5 MARCHF6 MARCHF6-DT MARCHF7 MARCHF8 MARCHF9 MARVELD3 MCRS1 MDM2 MDM4 MECP2 MED1 MED10 MED11 MED12 MED17 MED18 MED21 MED27 MED30 MED31 MED6 MED7 MED8 MEFV MGRN1 MIB1 MIB2 MID2 MIER1 MIER2 MINAR1 MINDY1 MINDY2 MIR101-1 MIR138-1 MIR182 MKRN1 MKRN2 MKRN3 MKRN4P MOCS3 MORF4L1 MORF4L2 MRGBP MSL1 MSL2 MSL3 MSL3P1 MTA1 MTA2 MTA3 MTBP MUL1 MYBBP1A MYCBP2 MYLIP N4BP1 NAE1 NDFIP1 NDFIP2 NDP NEDD4 NEDD4L NEDD8 NELFA NELFE NEURL1 NEURL1B NEURL2 NEURL3 NEUROD2 NFATC2IP NFE2L2 NFX1 NFYA NFYB NFYC NHLRC1 NHLRC3 NMI NOD2 NOP53 NPM1 NSMCE1 NSMCE2 NSMCE3 NSMCE4A NUB1 NXN OBI1 OGT OS9 OTUB1 OTUB2 OTUD1 OTUD3 OTUD4 OTUD5 OTUD6A OTUD6B OTUD7A OTUD7B OTULIN OTULINL P3H1 PADI4 PARK7 PARP1 PARP10 PARP11 PARP12 PARP14 PARP15 PARP16 PARP2 PARP3 PARP6 PARP8 PARP9 PAXIP1 PCGF3 PCGF5 PCGF6 PCMTD1 PCNP PDCD6 PDZRN3 PEF1 PELI1 PELI2 PELI3 PER2 PEX10 PEX12 PEX2 PHF20 PHF20L1 PHF23 PHRF1 PIAS1 PIAS2 PIAS3 PIAS4 PIN1 PINK1 PINX1 PJA2 PKN1 PLAA PLK1 PML PPARGC1A PPIA PPIB PPIL2 PPP1R11 PRAME PRAMEF6 PRAMEF9 PRDM12 PRDM14 PRICKLE1 PRKCA PRKCB PRKCD PRKCE PRKCG PRKN PRMT3 PRMT5 PRPF19 PSMD10 PSMD14 PTEN PTPN22 PTTG1IP RAB40A RAB40AL RAB40B RAB40C RACK1 RAD18 RAG1 RANBP2 RANGAP1 RASD2 RASSF5 RBBP4 RBBP5 RBBP6 RBBP7 RBCK1 RBX1 RC3H1 RC3H2 RCHY1 RELA RFFL RFPL1 RFPL2 RFPL3 RFPL4A RFPL4AL1 RFPL4B RFWD3 RHBDD1 RING1 RIPK2 RLIM RMND5A RNF10 RNF103 RNF11 RNF111 RNF112 RNF113A RNF114 RNF115 RNF121 RNF122 RNF123 RNF125 RNF126 RNF128 RNF13 RNF130 RNF133 RNF135 RNF138 RNF139 RNF14 RNF141 RNF144A RNF144B RNF146 RNF149 RNF151 RNF152 RNF157 RNF166 RNF167 RNF168 RNF169 RNF170 RNF180 RNF181 RNF182 RNF183 RNF185 RNF186 RNF187 RNF19A RNF19B RNF2 RNF20 RNF208 RNF212 RNF212B RNF213 RNF216 RNF217 RNF220 RNF223 RNF225 RNF227 RNF25 RNF26 RNF31 RNF34 RNF38 RNF39 RNF4 RNF40 RNF41 RNF43 RNF44 RNF5 RNF6 RNF7 RNF8 RNFT1 RPGR RPL11 RPL23 RPL5 RPS2 RPS27A RPS3 RPS6KA4 RPS6KA5 RPS7 RRP8 RUSC1 RUVBL1 RUVBL2 RWDD3 SAE1 SASH1 SDE2 SENP1 SENP2 SENP3 SENP5 SENP6 SENP7 SENP8 SEPTIN4 SET SETBP1 SETD1A SETD1B SETD2 SETDB1 SETDB2 SF3B1 SGF29 SH3RF1 SH3RF2 SH3RF3 SHARPIN SHMT2 SHPRH SIAH1 SIAH2 SIRT1 SIRT2 SIRT4 SIRT6 SIRT7 SKP1 SKP2 SLF1 SLF2 SMAD7 SMARCA5 SMC5 SMC6 SMURF1 SMURF2 SMYD1 SMYD2 SMYD3 SOCS1 SOCS2 SOCS3 SOCS4 SOCS5 SOCS6 SOCS7 SOX4 SPATA2 SPHK1 SPOP SPOPL SPRTN SPRY2 SPSB1 SPSB2 SPSB3 SPSB4 SQSTM1 STAMBP STAMBPL1 STT3A STT3B STUB1 STX1A SUMF1 SUMO1 SUMO1P1 SUMO2 SUMO3 SUMO4 SUPT3H SUV39H1 SVBP SYVN1 TADA2A TADA2B TAF1 TAF10 TAF5L TAF9 TANK TBC1D7 TCF25 TGFBR1 TICAM1 TMEM129 TNFAIP1 TNFAIP3 TNIP1 TNKS TNKS2 TOLLIP TOPORS TOR1A TRAF1 TRAF2 TRAF3 TRAF3IP2 TRAF5 TRAF6 TRAF7 TRAIP TRIB3 TRIM10 TRIM11 TRIM13 TRIM14 TRIM15 TRIM17 TRIM2 TRIM21 TRIM22 TRIM23 TRIM24 TRIM25 TRIM26 TRIM27 TRIM28 TRIM3 TRIM31 TRIM32 TRIM33 TRIM34 TRIM35 TRIM37 TRIM38 TRIM39 TRIM4 TRIM40 TRIM41 TRIM43 TRIM43B TRIM44 TRIM47 TRIM48 TRIM49 TRIM49B TRIM49C TRIM49D1 TRIM49D2 TRIM5 TRIM50 TRIM51 TRIM51G TRIM52 TRIM54 TRIM55 TRIM56 TRIM58 TRIM59 TRIM6 TRIM60 TRIM61 TRIM62 TRIM63 TRIM64 TRIM64B TRIM64C TRIM65 TRIM68 TRIM69 TRIM7 TRIM71 TRIM72 TRIM73 TRIM74 TRIM75 TRIM77 TRIM8 TRIM9 TRIML1 TRIML2 TRIP12 TRPC4AP TRPM4 TSPAN17 TSPO TSPYL5 TTC3 TTC36 TTL TULP4 U2AF2 UBA1 UBA2 UBA3 UBA5 UBA52 UBA6 UBA7 UBAC1 UBB UBC UBD UBE2A UBE2B UBE2C UBE2D1 UBE2D2 UBE2D3 UBE2D4 UBE2E1 UBE2E2 UBE2E3 UBE2F UBE2G1 UBE2G2 UBE2H UBE2I UBE2J1 UBE2J2 UBE2K UBE2L3 UBE2L5 UBE2L6 UBE2M UBE2N UBE2NL UBE2O UBE2Q1 UBE2Q2 UBE2QL1 UBE2R2 UBE2S UBE2T UBE2U UBE2V1 UBE2V2 UBE2W UBE2Z UBE3A UBE3B UBE3C UBE3D UBE4A UBE4B UBOX5 UBQLN1 UBR1 UBR2 UBR3 UBR4 UBR5 UBR7 UBXN1 UBXN2A UCHL1 UCHL3 UCHL5 UFC1 UFL1 UFM1 UHRF1 UHRF2 UNKL URM1 USP1 USP10 USP11 USP12 USP13 USP14 USP15 USP16 USP17L1 USP17L10 USP17L11 USP17L12 USP17L13 USP17L15 USP17L17 USP17L18 USP17L19 USP17L2 USP17L20 USP17L21 USP17L22 USP17L24 USP17L3 USP17L4 USP17L5 USP17L6P USP17L7 USP17L8 USP18 USP19 USP2 USP20 USP22 USP24 USP25 USP26 USP27X USP28 USP29 USP30 USP31 USP32 USP33 USP34 USP35 USP36 USP37 USP38 USP4 USP40 USP42 USP44 USP45 USP46 USP47 USP48 USP49 USP5 USP50 USP51 USP6 USP7 USP8 USP9X USP9Y USPL1 UTY UVSSA VCP VCPIP1 VHL VIPAS39 VPS11 VPS18 VPS28 WASHC1 WBP1L WDR24 WDR48 WDR5 WDR5B WDSUB1 WDTC1 WFS1 WNK1 WSB1 WSB2 WWP1 WWP2 WWTR1 XIAP YEATS2 YEATS4 YOD1 ZBED1 ZBTB16 ZC3H12A ZC3HAV1 ZC3HC1 ZC4H2 ZFP91 ZMIZ1 ZMIZ2 ZNF451 ZNF598 ZNF738 ZNRF1 ZNRF2 ZNRF3 ZNRF4 ZRANB1 ZSWIM8 GOBP_POST_TRANSLATIONAL_PROTEIN_TARGETING_TO_ENDOPLASMIC_RETICULUM_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POST_TRANSLATIONAL_PROTEIN_TARGETING_TO_ENDOPLASMIC_RETICULUM_MEMBRANE BAG6 CHMP4A CHMP4B GET3 GET4 GLP1R HSPA5 SEC61A1 SEC61A2 SEC61B SEC61G SEC62 SEC63 SGTA SGTB UBL4A GOBP_POST_TRANSLATIONAL_PROTEIN_TARGETING_TO_MEMBRANE_TRANSLOCATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POST_TRANSLATIONAL_PROTEIN_TARGETING_TO_MEMBRANE_TRANSLOCATION GLP1R HSPA5 SEC61A1 SEC61A2 SEC61B SEC61G SEC62 SEC63 GOBP_POTASSIUM_ION_EXPORT_ACROSS_PLASMA_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POTASSIUM_ION_EXPORT_ACROSS_PLASMA_MEMBRANE ANO6 DLG1 KCNA2 KCNA5 KCNB1 KCND3 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNH2 KCNIP2 KCNK18 KCNK5 KCNQ1 KCNT2 MIR21 NPPA WNK4 GOBP_POTASSIUM_ION_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POTASSIUM_ION_HOMEOSTASIS ATP12A ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP1B1 ATP1B2 ATP1B3 ATP4A ATP4B ATP6V1B1 CYP11B2 FXYD2 KCNA5 KCNH2 KCNJ10 KCNJ2 KCNMA1 KCNQ1 KCTD7 KLHL3 SCNN1B SLC12A1 SLC12A2 SLC12A3 SLC12A4 SLC12A5 SLC12A6 SLC12A7 SLC12A8 SLC12A9 UMOD UPK3A WNK1 GOBP_POTASSIUM_ION_IMPORT_ACROSS_PLASMA_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POTASSIUM_ION_IMPORT_ACROSS_PLASMA_MEMBRANE ABCC8 ABCC9 ATP12A ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP1B1 ATP1B2 ATP1B3 ATP4A ATP4B DLG1 FXYD2 HCN2 HCN4 KCNE2 KCNH2 KCNJ1 KCNJ10 KCNJ11 KCNJ12 KCNJ13 KCNJ14 KCNJ15 KCNJ16 KCNJ18 KCNJ2 KCNJ3 KCNJ4 KCNJ5 KCNJ6 KCNJ8 KCNJ9 KCNK5 KCNK9 KCNQ1 MIR103A1 SLC12A1 SLC12A2 SLC12A3 SLC12A4 SLC12A5 SLC12A6 SLC12A7 SLC12A8 GOBP_POTASSIUM_ION_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_POTASSIUM_ION_TRANSPORT ABCB8 ABCC8 ABCC9 ACTN2 ADORA1 ADRA2A AKAP6 AKAP9 ALG10B AMIGO1 ANK2 ANK3 ANO6 AQP1 ATF4 ATP12A ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP1B1 ATP1B2 ATP1B3 ATP1B4 ATP4A ATP4B BIN1 CAB39 CACNA1D CASQ2 CAV1 CAV3 CCDC51 CCT8L2 CD63 CDK2 CDKN1B CHP1 DLG1 DPP10 DPP6 DRD1 DRD2 DRD3 EDN3 FHL1 FLNA FXYD1 FXYD2 FXYD3 FXYD4 GAL GALR2 GCK GHITM GJA5 GNB2 GRP HCN1 HCN2 HCN3 HCN4 HCRT HPN HTR2A ITGB1 KCNA1 KCNA10 KCNA2 KCNA3 KCNA4 KCNA5 KCNA6 KCNA7 KCNAB1 KCNAB2 KCNAB3 KCNB1 KCNB2 KCNC1 KCNC2 KCNC3 KCNC4 KCND1 KCND2 KCND3 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNF1 KCNG1 KCNG2 KCNG3 KCNG4 KCNH1 KCNH2 KCNH3 KCNH4 KCNH5 KCNH6 KCNH7 KCNH8 KCNIP1 KCNIP2 KCNIP3 KCNIP4 KCNJ1 KCNJ10 KCNJ11 KCNJ12 KCNJ13 KCNJ14 KCNJ15 KCNJ16 KCNJ18 KCNJ2 KCNJ3 KCNJ4 KCNJ5 KCNJ6 KCNJ8 KCNJ9 KCNK1 KCNK10 KCNK12 KCNK13 KCNK15 KCNK16 KCNK17 KCNK18 KCNK2 KCNK3 KCNK4 KCNK5 KCNK6 KCNK7 KCNK9 KCNMA1 KCNMB1 KCNMB2 KCNMB3 KCNMB4 KCNN1 KCNN2 KCNN3 KCNN4 KCNQ1 KCNQ2 KCNQ3 KCNQ4 KCNQ5 KCNRG KCNS1 KCNS2 KCNS3 KCNT1 KCNT2 KCNU1 KCNV1 KCNV2 KEL KIF5B LARGE1 LETM1 LRRC26 LRRC38 LRRC52 LRRC55 MIR1-1 MIR103A1 MIR133A1 MIR153-1 MIR21 MIR212 MIR26A1 MIR29B1 MIR30D NALCN NEDD4 NEDD4L NETO1 NOS1 NOS1AP NOS3 NPPA NSF OPRK1 OXSR1 PKD2 PKD2L1 PRNP PTK2B RGS4 RGS7 RNF207 SLC12A1 SLC12A2 SLC12A3 SLC12A4 SLC12A5 SLC12A6 SLC12A7 SLC12A8 SLC12A9 SLC17A6 SLC17A7 SLC1A3 SLC24A1 SLC24A2 SLC24A3 SLC24A4 SLC24A5 SLC9A1 SLC9A2 SLC9A3 SLC9A4 SLC9A5 SLC9A6 SLC9A7 SLC9A8 SLC9A9 SLC9C1 SLC9C2 SNAP25 STK39 SUMO1 TMCO3 TMEM175 TMEM38A TMEM38B TREM2 TRPM5 TSC1 VAMP2 VIP VPS4B WNK4 WWP2 YWHAE GOBP_PREASSEMBLY_OF_GPI_ANCHOR_IN_ER_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PREASSEMBLY_OF_GPI_ANCHOR_IN_ER_MEMBRANE PIGA PIGB PIGG PIGL PIGN PIGV PIGW PIGZ GOBP_PRENYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PRENYLATION AIPL1 CHM CHML FNTA FNTB MUSK PGGT1B PLPP6 PTAR1 RABGGTA RABGGTB RCE1 GOBP_PREPULSE_INHIBITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PREPULSE_INHIBITION ADORA2A BACE1 CHD8 CNTNAP2 CTNNA2 DRD1 DRD2 DRD3 DVL1 GRID2 GRIN3A PTEN SLC6A3 GOBP_PRESYNAPSE_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PRESYNAPSE_ORGANIZATION APP ARF6 BSN C5AR1 CAP2 CBLN1 CBLN2 CHD4 CLSTN3 CNTN5 DKK1 DVL1 EFNB3 EIF4G1 FARP1 FZD1 GPC4 IL1RAP IL1RAPL1 IL1RAPL2 LRFN3 LRFN4 LRFN5 LRP4 LRRC4B LRRTM3 MDGA1 MIR431 NLGN1 NLGN2 NLGN3 NLGN4X NLGN4Y NTNG2 PCDH17 PCLO PPFIA2 PTEN PTPRD SDCBP SLITRK1 SLITRK2 SLITRK3 SLITRK4 SLITRK5 SLITRK6 SNAPIN SNCA VPS35 WNT3A WNT5A WNT7A GOBP_PRESYNAPTIC_ACTIVE_ZONE_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PRESYNAPTIC_ACTIVE_ZONE_ORGANIZATION BSN CAST CTBP2 ERC1 ERC2 PCDH17 PCLO RAB3A GOBP_PRESYNAPTIC_MEMBRANE_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PRESYNAPTIC_MEMBRANE_ORGANIZATION CNTN2 IL1RAPL1 LRP4 NLGN1 NLGN2 NLGN3 NLGN4X NLGN4Y PTEN PTPRD GOBP_PRESYNAPTIC_MODULATION_OF_CHEMICAL_SYNAPTIC_TRANSMISSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PRESYNAPTIC_MODULATION_OF_CHEMICAL_SYNAPTIC_TRANSMISSION ADCY1 ADORA2A ADORA2B ADORA3 ADRA2A APBA1 APBA2 BACE1 CHRM2 CHRNA5 CHRNA6 CHRNB3 DRD1 DRD2 FBXL20 GIPC1 GIT1 GRIK2 GRIN3A GRM2 GSK3B HIP1 HTR1B HTR2A NGFR NOG PFN2 PRKCB PRKCG RAB3A SYT12 YWHAH GOBP_PREVENTION_OF_POLYSPERMY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PREVENTION_OF_POLYSPERMY ASTL MYH9 NLRP5 PLAT ZP1 ZP2 ZP4 GOBP_PRE_MIRNA_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PRE_MIRNA_PROCESSING ADAR AGO1 AGO2 AGO3 AGO4 BCDIN3D DGCR8 DICER1 DROSHA HOXB-AS3 LIN28A LIN28B PRKRA TARBP2 TRUB1 TUT4 TUT7 GOBP_PRIMARY_ALCOHOL_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PRIMARY_ALCOHOL_BIOSYNTHETIC_PROCESS BMP2 BMP5 BMP6 CACNA1H CLCN2 CYP11B1 CYP11B2 DAB2 DGKQ DKK3 H6PD PARK7 REST WNT4 GOBP_PRIMARY_ALCOHOL_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PRIMARY_ALCOHOL_CATABOLIC_PROCESS AKR1B10 AKR1C3 ALDH1B1 ALDH2 ALDH3B1 ALDH3B2 HAO1 SULT1A1 SULT1A2 SULT1A3 SULT1A4 SULT1B1 SULT1C4 SULT1E1 SULT2A1 GOBP_PRIMARY_ALCOHOL_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PRIMARY_ALCOHOL_METABOLIC_PROCESS ACP3 ACSS1 ACSS2 ADH1A ADH1B ADH1C ADH4 ADH5 ADH6 ADH7 AKR1A1 AKR1B1 AKR1B10 AKR1B15 AKR1C1 AKR1C2 AKR1C3 AKR1C4 AKR7A2 ALDH1A1 ALDH1A2 ALDH1A3 ALDH1B1 ALDH2 ALDH3A2 ALDH3B1 ALDH3B2 AWAT2 BCO1 BMP2 BMP5 BMP6 CACNA1H CBR4 CEL CLCN2 CYP11A1 CYP11B1 CYP11B2 CYP1A1 CYP1A2 CYP1B1 CYP27C1 CYP2C18 CYP2C8 CYP2D6 CYP3A4 CYP3A5 CYP3A7 DAB2 DGAT1 DGAT2 DGKQ DHRS3 DHRS4 DHRS7 DHRS9 DKK3 EDNRB GDE1 GDPD1 GDPD3 GPD1 GPD2 H6PD HAO1 HSD11B2 HSD17B6 IGF1 LIPE LRAT NAAA NAPEPLD PARK7 PECR PLB1 PNLIP PNPLA2 PNPLA4 RBP4 RDH10 RDH11 RDH12 RDH13 RDH14 RDH16 RDH5 RDH8 REST RETSAT RPE65 SCNN1B SDR16C5 SDR9C7 SULT1A1 SULT1A2 SULT1A3 SULT1A4 SULT1B1 SULT1C4 SULT1E1 SULT2A1 THTPA TKTL1 TPK1 WNT4 GOBP_PRIMARY_AMINO_COMPOUND_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PRIMARY_AMINO_COMPOUND_BIOSYNTHETIC_PROCESS AGMAT ALDH2 AZIN2 DDC TPH1 TPH2 GOBP_PRIMARY_AMINO_COMPOUND_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PRIMARY_AMINO_COMPOUND_METABOLIC_PROCESS AGMAT ALDH2 ATP7A AZIN2 BTBD9 DDC GDE1 GRIN2A HTR1A PDE1B RNF180 SRD5A1 TPH1 TPH2 GOBP_PRIMARY_MIRNA_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PRIMARY_MIRNA_PROCESSING BMP4 DDX3X DDX5 DGCR8 DROSHA HNRNPA2B1 IL6 LIN28B MECP2 METTL3 NCBP1 NCBP2 PUS10 SMAD1 SMAD2 SMAD3 SRRT SRSF3 STAT3 TGFB1 GOBP_PRIMITIVE_ERYTHROCYTE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PRIMITIVE_ERYTHROCYTE_DIFFERENTIATION GATA1 GATA2 HSCB VEGFA ZFPM1 GOBP_PRIMITIVE_HEMOPOIESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PRIMITIVE_HEMOPOIESIS GATA1 GATA2 HSCB STK3 STK4 TAL1 THOC5 VEGFA ZFPM1 GOBP_PRIMITIVE_STREAK_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PRIMITIVE_STREAK_FORMATION ETS2 FOXA2 GDF3 LHX1 NODAL OTX2 PRICKLE1 SRF TBXT WNT5A ZIC3 GOBP_PROCESS_UTILIZING_AUTOPHAGIC_MECHANISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROCESS_UTILIZING_AUTOPHAGIC_MECHANISM ABL1 ABL2 ACBD5 ACER2 ADCY10 ADRA1A ADRB2 AKT1 AMBRA1 ANXA7 AP4M1 ARFIP2 ARL8B ARSB ATF6 ATG10 ATG101 ATG12 ATG13 ATG14 ATG16L1 ATG16L2 ATG2A ATG2B ATG3 ATG4A ATG4B ATG4C ATG4D ATG5 ATG7 ATG9A ATG9B ATM ATP13A2 ATP2A2 ATP5IF1 ATP6V0A1 ATP6V0A2 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1C2 ATP6V1D ATP6V1E1 ATP6V1E2 ATP6V1G1 ATP6V1G2 ATP6V1H AUP1 BAD BAG3 BCAS3 BCL2 BECN1 BECN2 BMF BNIP3 BNIP3L BOK C19orf12 C9orf72 CALCOCO2 CALM1 CALR CAMKK2 CAPN1 CAPNS1 CASP3 CCNY CD84 CDC37 CDK16 CDK5 CDK5R1 CERS1 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CISD1 CISD2 CLEC16A CLN3 CLTC CLU CPTP CREG1 CRY1 CRYBA1 CRYZL2P-SEC16B CSNK2A2 CTSA CTSD CTSK CTTN DAP DAPK1 DAPK2 DAPK3 DAPL1 DCAF12 DCN DDIT3 DDRGK1 DEPDC5 DEPP1 DEPTOR DHRSX DNAJC16 DNM1L DRAM1 DRAM2 DRD2 EEF1A1 EEF1A2 EFNB1 EHMT2 EI24 EIF4E EIF4G1 EIF4G2 EIF4G3 ELAPOR1 EMC6 ENDOG EP300 EPG5 EPHB2 EPM2A ERCC4 ERFE ERN1 EVA1A EXOC1 EXOC4 EXOC7 EXOC8 FBXL2 FBXL4 FBXO7 FBXW7 FEZ1 FEZ2 FIS1 FKBP8 FLCN FNBP1L FOXK1 FOXK2 FOXO1 FOXO3 FUNDC1 FUNDC2 FYCO1 FZD5 GAA GABARAP GABARAPL1 GABARAPL2 GABARAPL3 GAPDH GATA4 GBA1 GFAP GNAI3 GOLGA2 GPR137 GPR137B GPSM1 GRAMD1A GSK3A GSK3B HAP1 HAX1 HDAC10 HDAC6 HERC1 HGF HGS HIF1A HK2 HMGB1 HMOX1 HSP90AA1 HSPA8 HSPB1 HSPB8 HTRA2 HTT HUWE1 IFI16 IFNB1 IFNG IFT20 IFT88 IKBKG IL10 IL10RA IL4 ILRUN IRF8 IRGM ITGB4 ITPR1 KAT5 KAT8 KDM4A KDR KEAP1 KIF25 KLHL22 KLHL3 LACRT LAMP2 LAMP3 LARP1 LEP LEPR LGALS8 LIX1 LIX1L LRBA LRRK2 LRSAM1 LZTS1 MAGEA3 MAGEA6 MAP1LC3A MAP1LC3B MAP1LC3B2 MAP1LC3C MAP1S MAP3K7 MAPK15 MAPK3 MAPK8 MAPT MARK2 MCL1 MCOLN1 MEFV MET MFN2 MFSD8 MID2 MIR199A1 MIRLET7B MLST8 MOAP1 MTCL1 MTDH MTM1 MTMR14 MTMR3 MTMR4 MTMR8 MTMR9 MTOR MUL1 MVB12A NAGLU NBR1 NEDD4 NHLRC1 NLRP6 NOD1 NOD2 NPC1 NPRL2 NPRL3 NRBF2 NRBP2 NSFL1C NUPR1 OGT OPTN ORMDL3 OSBPL7 PACS2 PAFAH1B2 PARK7 PARL PDCD6IP PEX2 PEX5 PGAM5 PHB2 PHF23 PIK3C2A PIK3C2B PIK3C3 PIK3CA PIK3CB PIK3R2 PIK3R4 PIKFYVE PIM2 PINK1 PIP4K2A PIP4K2B PIP4K2C PJVK PLAA PLEKHF1 PLEKHM1 PLK2 PLK3 POLDIP2 PRKAA1 PRKAA2 PRKACA PRKD1 PRKN PSAP PSEN1 PTPN22 PYCARD QSOX1 RAB12 RAB19 RAB1A RAB1B RAB1C RAB23 RAB24 RAB33B RAB39A RAB39B RAB3GAP1 RAB3GAP2 RAB43 RAB5A RAB7A RAB8A RALB RASIP1 RB1CC1 RETREG1 RETREG2 RETREG3 RFPL1 RFPL2 RFPL3 RFPL4A RFPL4AL1 RGS19 RHEB RIMOC1 RIPK2 RMC1 RNF152 RNF166 RNF185 RNF186 RNF213 RNF31 RNF41 RNF5 ROCK1 RPTOR RRAGA RRAGB RRAGC RRAGD RUBCN RUBCNL RUFY4 S100A8 S100A9 SBF2 SCFD1 SCOC SEC16A SEC16B SEC22B SESN1 SESN2 SESN3 SETD2 SH3BP4 SH3GLB1 SIRT1 SIRT2 SLC25A4 SLC25A46 SLC25A5 SLC35D3 SLC7A5 SMCR8 SMURF1 SNAP29 SNAPIN SNCA SNF8 SNRNP70 SNX14 SNX18 SNX30 SNX32 SNX4 SNX5 SNX6 SNX7 SOGA1 SOGA3 SPATA18 SPATA33 SPG11 SPTLC1 SPTLC2 SQSTM1 SRC SREBF1 SREBF2 SRPX STAM STAM2 STAT3 STBD1 STING1 STK11 STK3 STK35 STK38L STUB1 STX12 STX17 SUPT20H SUPT5H SVIP SYT11 TAB2 TAB3 TAFAZZIN TAX1BP1 TBC1D12 TBC1D14 TBC1D17 TBC1D25 TBC1D5 TBK1 TCIRG1 TECPR1 TECPR2 TEX264 TFEB TGFB1 TGFBRAP1 TICAM1 TIGAR TLK2 TLR9 TM9SF1 TMBIM6 TMEM150B TMEM208 TMEM39A TMEM41B TMEM59 TMEM74 TOLLIP TOM1 TOMM7 TP53 TP53INP1 TP53INP2 TPCN1 TPCN2 TRAF6 TRAPPC4 TREM2 TRIB3 TRIM13 TRIM17 TRIM21 TRIM22 TRIM23 TRIM27 TRIM32 TRIM34 TRIM38 TRIM5 TRIM58 TRIM6 TRIM65 TRIM68 TRIM8 TSC1 TSC2 TSG101 TSPO UBA5 UBQLN1 UBQLN2 UBQLN4 UBXN2A UBXN2B UBXN6 UCHL1 UFC1 UFL1 UFM1 ULK1 ULK2 ULK3 UMOD USP10 USP13 USP20 USP30 USP33 USP36 UVRAG VAMP7 VAMP8 VCP VDAC1 VHL VIPAS39 VMP1 VPS11 VPS13A VPS13C VPS13D VPS16 VPS18 VPS25 VPS26A VPS26B VPS28 VPS29 VPS33A VPS33B VPS35 VPS36 VPS37A VPS37B VPS37C VPS37D VPS39 VPS41 VPS4A VPS4B VPS51 VTA1 VTI1A VTI1B WAC WASHC1 WDFY3 WDFY4 WDR24 WDR41 WDR45 WDR45B WDR47 WDR6 WDR81 WIPI1 WIPI2 WNK1 XBP1 YOD1 ZC3H12A ZFYVE1 ZFYVE26 ZKSCAN3 ZMPSTE24 ZNF418 GOBP_PRODUCTION_OF_MOLECULAR_MEDIATOR_INVOLVED_IN_INFLAMMATORY_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PRODUCTION_OF_MOLECULAR_MEDIATOR_INVOLVED_IN_INFLAMMATORY_RESPONSE ABCD1 ABCD2 ADCY7 ALOX5 ALOX5AP APOD APPL1 APPL2 BAP1 BTK CARD9 CD36 CD6 CHIA CHID1 CLEC7A CUEDC2 DUSP10 EPHB2 EXTL3 EZH2 F2 GBP5 GPSM3 GRN H19 HIF1A IL17A IL17B IL17D IL17F IL17RA IL17RC IL1R2 IL4R IL6 INS KPNA6 LBP LEP LILRB4 LIPA LYN MACIR MAPK14 MAPK9 MEFV MIR125A MIR129-1 MIR135A1 MIR136 MIR140 MIR146A MIR16-1 MIR17 MIR197 MIR203A MIR21 MIR221 MIR222 MIR26A1 MIR324 MIR338 MIR378A MIR675 MIR93 MIR98 MYD88 NCF1 NLRC3 NLRP7 NOD2 NOS2 P2RX1 PBXIP1 PDCD4 PER1 PLA2G10 PLA2G3 PLD3 PLD4 PPARA PRDX2 PSG9 PYCARD RAB44 RPS19 SERPINE1 SIRPA SLAMF8 SLC18A2 SNAP23 SNX4 SNX6 SPINK7 STAT3 SYK TICAM1 TICAM2 TLR3 TLR4 TLR6 TNF TREM2 VAMP2 VAMP3 VAMP7 VAMP8 ZC3H12A GOBP_PRODUCTION_OF_MOLECULAR_MEDIATOR_OF_IMMUNE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PRODUCTION_OF_MOLECULAR_MEDIATOR_OF_IMMUNE_RESPONSE ACP5 AICDA ANGPT1 APLF APOA1 APOA2 ARG1 ARID5A ATAD5 ATG5 AXL B2M BATF BCL10 BCL6 BST2 BTK C17orf99 CAMK4 CARD9 CCR2 CCR6 CD160 CD22 CD226 CD244 CD28 CD36 CD40 CD40LG CD55 CD74 CD81 CD86 CD96 CGAS CLC CLCF1 CLEC7A CLNK CR1 CTNNBL1 CUEDC2 CYREN DDX1 DDX21 DENND1B DHX36 DNAJB9 ELANE EPHB2 EPX ERCC1 EVPL EXO1 EXOSC3 EXOSC6 F2RL1 FCGR2B FCRL3 FFAR2 FFAR3 FOXP3 FZD5 GAPT GATA3 GPI GPRC5B HFE HK1 HLA-A HLA-E HLA-F HLA-G HMCES HPX HSPD1 IFNA2 IFNB1 IGKV1-12 IGKV1-13 IGKV1-16 IGKV1-17 IGKV1-27 IGKV1-37 IGKV1-39 IGKV1-5 IGKV1-6 IGKV1-8 IGKV1-9 IGKV1D-12 IGKV1D-13 IGKV1D-17 IGKV1D-33 IGKV1D-37 IGKV1D-39 IGKV1D-42 IGKV1D-43 IGKV1D-8 IGKV2-24 IGKV2-28 IGKV2-29 IGKV2-30 IGKV2-40 IGKV2D-24 IGKV2D-26 IGKV2D-28 IGKV2D-29 IGKV2D-30 IGKV3-15 IGKV3-20 IGKV3-7 IGKV3D-11 IGKV3D-15 IGKV3D-20 IGKV3D-7 IGKV4-1 IGKV5-2 IGKV6-21 IGKV6D-21 IGKV6D-41 IGLV1-36 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-50 IGLV1-51 IGLV10-54 IGLV11-55 IGLV2-11 IGLV2-14 IGLV2-18 IGLV2-23 IGLV2-33 IGLV2-8 IGLV3-1 IGLV3-10 IGLV3-12 IGLV3-16 IGLV3-19 IGLV3-21 IGLV3-22 IGLV3-25 IGLV3-27 IGLV3-32 IGLV3-9 IGLV4-3 IGLV4-60 IGLV4-69 IGLV5-37 IGLV5-45 IGLV5-48 IGLV5-52 IGLV6-57 IGLV7-43 IGLV7-46 IGLV8-61 IGLV9-49 IL10 IL13 IL13RA2 IL17A IL17F IL18 IL18R1 IL1B IL1R1 IL2 IL21 IL27RA IL33 IL4 IL4R IL5 IL6 INAVA IRAK3 IRF5 JAK3 KIR2DL4 KIT KLK3 KLK5 KLK7 KMT5B KMT5C LACC1 LAPTM5 LGALS4 LIG4 LILRB1 LILRB4 LITAF MAD2L2 MALT1 MAP3K7 MAPKAPK2 MAVS MCM3AP MIF MIR302A MLH1 MSH2 MSH3 MSH6 MYD88 MZB1 NBN NDFIP1 NFKBIZ NHEJ1 NLRP3 NLRX1 NOD1 NOD2 NR4A3 NSD2 P2RX7 PANX1 PARP3 PAXIP1 PGC PHB1 PHB2 PKN1 PLCG2 PMS2 POLB POLL POLQ PRG2 PRKCZ PRKDC PTPN22 PTPRC PYCARD RABGEF1 RAET1G RBP4 RIF1 RIGI RIPK2 RNF168 RNF8 RSAD2 SAMHD1 SANBR SASH3 SCIMP SEMA7A SHLD1 SHLD2 SHLD3 SIRT1 SLAMF1 SLAMF9 SLC15A4 SLC7A5 SMAD7 SPHK2 SPINK5 SPON2 STAT6 STX4 SUPT6H SWAP70 SYK TBX21 TCF3 TFRC TGFB1 TGFB2 TGFB3 THOC1 TICAM1 TICAM2 TLR3 TLR4 TLR7 TLR9 TMBIM6 TNF TNFRSF14 TNFRSF1B TNFRSF4 TNFSF13 TNFSF4 TP53BP1 TRAF2 TRAF3IP2 TRAF6 TRAV14DV4 TRAV19 TRAV2 TRAV38-1 TRAV38-2DV8 TRDV1 TRDV3 TREM1 TREX1 TRIL TRIM6 TRPM4 TWIST1 UBE2J1 UNG VAMP3 VPREB1 VPREB3 WNT5A XBP1 XCL1 XRCC4 YY1 ZPBP2 GOBP_PROGESTERONE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROGESTERONE_BIOSYNTHETIC_PROCESS ADM DGKQ EGR1 FSHB LHB STARD3 GOBP_PROGESTERONE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROGESTERONE_METABOLIC_PROCESS ADM AFP AKR1C1 AKR1C2 AKR1C3 AKR1C4 CYP17A1 CYP46A1 DGKQ DHRS9 EGR1 FSHB LHB SRD5A1 STARD3 STAT5B GOBP_PROGESTERONE_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROGESTERONE_RECEPTOR_SIGNALING_PATHWAY MAPK1 NEDD4 PGR PHB1 SRC TRERF1 UBE3A UBR5 WBP2 YAP1 ZDHHC7 GOBP_PROGRAMMED_CELL_DEATH_INVOLVED_IN_CELL_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROGRAMMED_CELL_DEATH_INVOLVED_IN_CELL_DEVELOPMENT BAX BCL2 BCL2L1 CASP2 CNTF DDB1 DNASE1L3 FASLG FGF2 IL1A IL1B KIT KITLG MAEL NTRK1 PRKDC SOD1 SYCE3 SYCP2 TEX11 TMEM215 TOPAZ1 UBE2B UNC5C YBX3 GOBP_PROGRAMMED_CELL_DEATH_IN_RESPONSE_TO_REACTIVE_OXYGEN_SPECIES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROGRAMMED_CELL_DEATH_IN_RESPONSE_TO_REACTIVE_OXYGEN_SPECIES DDR2 FOXP1 HGF MAP2K4 MET MIR133A1 MIR17 MIR21 MIR34A MIR92A1 MIRLET7B PARK7 PAWR PDCD10 PINK1 PJVK RACK1 STK25 TRAP1 GOBP_PROGRAMMED_NECROTIC_CELL_DEATH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROGRAMMED_NECROTIC_CELL_DEATH ADPRS AIFM1 ALKBH7 ARHGEF2 ASAH1 ATG9A ATG9B BAX BIRC2 BIRC3 BOK CASP6 CASP8 CAV1 CFLAR CYLD DNM1L FADD FAS FASLG FZD9 IPMK IRF3 ITCH ITPK1 MAP3K5 MIR101-1 MIR103A1 MIR107 MIR214 MIR22 MIR221 MIR223 MIR485 MIR92A1 MLKL MUTYH NLRP6 NUPR1 OGT PARP1 PELI1 PGAM5 PPIF PRKN PYGL RBCK1 RIPK1 RIPK3 RNF31 SLC25A4 SPATA2 TLR3 TNF TP53 TRAF2 TRPM7 TSPO YBX3 ZBP1 GOBP_PROLACTIN_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROLACTIN_SECRETION ABAT ANXA1 TACR2 UBE2Q1 VIP GOBP_PROLINE_IMPORT_ACROSS_PLASMA_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROLINE_IMPORT_ACROSS_PLASMA_MEMBRANE ACE2 CLTRN SLC36A4 SLC38A2 SLC6A20 GOBP_PROLINE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROLINE_METABOLIC_PROCESS ALDH18A1 ALDH4A1 DAO NOXRED1 OAT PRODH PRODH2 PYCR1 PYCR2 PYCR3 GOBP_PROLINE_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROLINE_TRANSMEMBRANE_TRANSPORT ACE2 CLTRN SLC1A4 SLC36A1 SLC36A2 SLC36A3 SLC36A4 SLC38A2 SLC6A14 SLC6A20 SLC6A7 SLC7A8 GOBP_PROLINE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROLINE_TRANSPORT ACE2 CLTRN SLC1A4 SLC36A1 SLC36A2 SLC36A4 SLC38A2 SLC3A2 SLC6A15 SLC6A17 SLC6A20 SLC6A7 SLC7A5 GOBP_PRONEPHROS_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PRONEPHROS_DEVELOPMENT AHI1 CEP290 HNF1A HNF1B LHX1 OSR1 PAX2 PAX8 SEC61A1 GOBP_PROPIONATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROPIONATE_METABOLIC_PROCESS ACSS1 ACSS2 MMUT PCK1 PCK2 GOBP_PROPRIOCEPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROPRIOCEPTION FXN GBX1 MECP2 POU4F1 TMEM150C GOBP_PROSTAGLANDIN_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROSTAGLANDIN_SECRETION ABCC4 EDN1 IL1A IL1B LEP MAP2K6 MIF NOS2 P2RX4 P2RX7 PLA2G10 PLA2G3 PLA2G4A PTGES PTGS2 TNFRSF11A TNFSF11 GOBP_PROSTAGLANDIN_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROSTAGLANDIN_TRANSPORT ABCC4 EDN1 IL1A IL1B LEP MAP2K6 MIF NOS2 P2RX4 P2RX7 PLA2G10 PLA2G3 PLA2G4A PTGES PTGS2 SLC22A1 SLC22A11 SLC22A2 SLC22A6 SLC22A7 SLC22A8 SLCO1B1 SLCO2A1 SLCO2B1 SLCO3A1 SLCO4A1 TNFRSF11A TNFSF11 GOBP_PROSTANOID_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROSTANOID_BIOSYNTHETIC_PROCESS AKR1C3 ANXA1 AVP AVPR1A CBR1 CD74 DAGLB EDN1 EDN2 FABP5 HPGDS IL1B MIF MIR132 MIR204 MIR766 PIBF1 PLA2G10 PLA2G3 PLA2G4A PLA2G4F PNPLA8 PRXL2B PTGDS PTGES PTGES2 PTGES3 PTGIS PTGS1 PTGS2 SIRT1 TBXAS1 GOBP_PROSTANOID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROSTANOID_METABOLIC_PROCESS ACOX1 AKR1B1 AKR1C1 AKR1C2 AKR1C3 AKR1C4 ANXA1 ATP6V1B1 AVP AVPR1A CBR1 CD74 CES2 CYP2S1 CYP4F8 DAGLB EDN1 EDN2 FABP5 GSTA1 GSTM1 GSTP1 HPGD HPGDS IL1B MGST3 MIF MIR132 MIR204 MIR766 PIBF1 PLA2G10 PLA2G3 PLA2G4A PLA2G4F PLAA PNPLA8 PRXL2B PTGDS PTGES PTGES2 PTGES3 PTGIS PTGR1 PTGR2 PTGR3 PTGS1 PTGS2 SIRT1 TBXAS1 TNFRSF1A GOBP_PROSTATE_GLANDULAR_ACINUS_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROSTATE_GLANDULAR_ACINUS_DEVELOPMENT ESR1 FGFR2 FOXA1 FRS2 HOXB13 HOXD13 NOTCH1 SFRP1 TP63 WDR77 GOBP_PROSTATE_GLANDULAR_ACINUS_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROSTATE_GLANDULAR_ACINUS_MORPHOGENESIS ESR1 FGFR2 FRS2 HOXB13 HOXD13 SFRP1 GOBP_PROSTATE_GLAND_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROSTATE_GLAND_DEVELOPMENT ALOX15B ANXA1 AR BMP4 BMP7 CDKN1B CRIP1 CTNNB1 CYP19A1 CYP7B1 EAF2 ESR1 FEM1B FGF10 FGFR2 FKBP4 FOXA1 FRS2 GLI1 HOXA10 HOXA11 HOXA13 HOXA9 HOXB13 HOXD13 ID4 MMP2 NKX3-1 NOG NOTCH1 PLAG1 PRLR PSAP PSAPL1 PTCH1 RARA RARG SERPINB5 SERPINF1 SFRP1 SHH SMARCC1 SOX9 STK11 SULF1 TNC TP63 UBE3A WDR77 WNT5A GOBP_PROSTATE_GLAND_GROWTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROSTATE_GLAND_GROWTH AR CYP19A1 ESR1 FGFR2 PLAG1 PRLR PSAP PSAPL1 SHH SOX9 UBE3A GOBP_PROSTATE_GLAND_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROSTATE_GLAND_MORPHOGENESIS AR BMP4 BMP7 CRIP1 CYP7B1 ESR1 FEM1B FGF10 FGFR2 FOXA1 FRS2 HOXA13 HOXB13 HOXD13 ID4 MMP2 NKX3-1 NOG NOTCH1 RARG SERPINB5 SFRP1 SHH SOX9 SULF1 TNC TP63 WNT5A GOBP_PROSTATIC_BUD_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROSTATIC_BUD_FORMATION AR BMP4 BMP7 FGF10 NOG SHH SULF1 TP63 WNT5A GOBP_PROSTHETIC_GROUP_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROSTHETIC_GROUP_METABOLIC_PROCESS GPHN MOCOS MOCS1 MOCS2 MOCS3 NFS1 GOBP_PROTEASOMAL_PROTEIN_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEASOMAL_PROTEIN_CATABOLIC_PROCESS ADRM1 AGAP3 AKIRIN2 AKT1 ALAD AMBRA1 AMFR AMN1 ANAPC1 ANAPC10 ANAPC11 ANAPC13 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 ANKIB1 ANKRD9 ANKZF1 APC APC2 APOE APPBP2 AQP11 ARAF ARIH1 ARIH2 ARMC8 ARRB1 ARRB2 ASB2 ASCC2 ASCC3 ATE1 ATF6 ATXN3 AUP1 AURKA AXIN1 AXIN2 BAG2 BAG5 BAG6 BBS7 BCAP31 BFAR BIRC2 BMAL1 BRSK2 BTRC CALR CALR3 CAMLG CANX CAV1 CBFA2T3 CCAR2 CCDC47 CCNF CDC16 CDC20 CDC20B CDC23 CDC26 CDC27 CDC34 CDK2 CEBPA CHFR CLGN CLOCK CLU COMMD1 COP1 CRBN CSNK1A1 CSNK1D CSNK1E CTNNB1 CUL1 CUL2 CUL3 CUL4A CUL4B CUL5 DAB2 DAB2IP DCAF11 DCAF12 DCAF13 DDA1 DDB1 DDI1 DDI2 DDIT3 DDRGK1 DERL1 DERL2 DERL3 DESI1 DET1 DMAC2 DNAAF4 DNAJB12 DNAJB2 DNAJB9 DNAJC10 DTL DTX4 DVL1 ECPAS ECRG4 ECSCR EDEM1 EDEM2 EDEM3 EIF3H ELOB ENC1 ERCC8 ERLEC1 ERLIN1 ERLIN2 F8A1 F8A2 F8A3 FAF1 FAF2 FAM8A1 FBXL12 FBXL13 FBXL14 FBXL15 FBXL16 FBXL17 FBXL18 FBXL19 FBXL2 FBXL20 FBXL21P FBXL22 FBXL3 FBXL4 FBXL5 FBXL6 FBXL7 FBXL8 FBXO17 FBXO2 FBXO22 FBXO27 FBXO3 FBXO31 FBXO33 FBXO38 FBXO39 FBXO4 FBXO44 FBXO45 FBXO48 FBXO6 FBXO7 FBXO9 FBXW11 FBXW4 FBXW5 FBXW7 FBXW8 FEM1A FEM1B FEM1C FHIT FMR1 FOXF2 FOXRED2 FZR1 GABARAP GABARAPL2 GBA1 GCLC GET4 GID4 GID8 GIPC1 GLMN GNA12 GPX1 GSK3A GSK3B HECTD1 HECTD3 HERC2 HERPUD1 HFE HM13 HSP90AB1 HSP90B1 HSPA1A HSPA1B HSPA5 HSPBP1 IFI27 IL33 ITCH JKAMP KAT5 KBTBD6 KBTBD7 KCNE2 KCTD10 KCTD13 KCTD17 KCTD2 KCTD5 KEAP1 KIF14 KLHDC1 KLHDC10 KLHDC2 KLHDC3 KLHL15 KLHL20 KLHL22 KLHL3 KLHL40 KLHL42 LAMP3 LRRK2 LTN1 MAEA MAN1A1 MAN1A2 MAN1B1 MAN1C1 MAP1A MAPK9 MARCHF6 MARCHF7 MDM2 MTA1 MTM1 N4BP1 NAGLU NCCRP1 NEDD4L NEMF NFE2L2 NGLY1 NHLRC1 NHLRC3 NKD2 NOP53 NPLOC4 NR1D1 NSFL1C NUB1 NUDT15 NUPR1 OGT OPHN1 OS9 OSBPL7 PABIR1 PANO1 PARK7 PBK PCBP2 PCNP PELI1 PEX10 PEX12 PHF20L1 PIAS1 PINK1 PITHD1 PJA2 PKD1 PLAA PLK1 PLK3 PMAIP1 PML PPP2CB PPP2R5C PRAME PRAMEF6 PRAMEF9 PRICKLE1 PRKACA PRKCG PRKN PRPF19 PSEN1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD6 PSMD7 PSMD8 PSME1 PSME2 PSME3 PSME3IP1 PSME4 PSMF1 RACK1 RAD23A RAD23B RBCK1 RBX1 RCHY1 RCN3 RFFL RFPL1 RHBDD1 RHBDD2 RHBDF1 RHOBTB3 RMND5A RMND5B RNF10 RNF103 RNF121 RNF122 RNF126 RNF139 RNF14 RNF144A RNF144B RNF175 RNF180 RNF185 RNF186 RNF187 RNF19A RNF19B RNF216 RNF217 RNF34 RNF4 RNF41 RNF5 RNFT1 RNFT2 RPL11 RYBP SDF2L1 SEC61B SEL1L SEL1L2 SELENOS SGTA SH3BGRL SH3RF1 SH3RF2 SH3RF3 SHARPIN SHH SIAH1 SIAH2 SIAH3 SIRT1 SIRT2 SIRT6 SKP1 SKP2 SMAD7 SMARCC1 SMURF1 SMURF2 SOCS4 SOCS5 SOCS6 SPOP SPOPL SPSB1 SPSB2 SPSB3 SPSB4 STT3B STUB1 STYX SUMO1 SUMO2 SVIP SYVN1 TAF1 TAF9 TBL1X TBL1XR1 TBX21 TLK2 TMEM129 TMEM259 TMEM67 TMF1 TMTC3 TMUB1 TMUB2 TNFAIP1 TOPORS TOR1A TRAF4 TREM2 TRIB1 TRIB2 TRIB3 TRIM13 TRIM2 TRIM21 TRIM25 TRIM3 TRIM38 TRIM39 TRIM45 TRIM71 TRIM72 TRIM9 TRIP12 TRIP4 TRPC4AP TTC36 UBAC2 UBB UBE2A UBE2B UBE2C UBE2D1 UBE2D3 UBE2G1 UBE2G2 UBE2H UBE2J1 UBE2J2 UBE2K UBE2N UBE2S UBE2W UBE3A UBE3D UBE4A UBE4B UBQLN1 UBQLN2 UBQLN3 UBQLN4 UBR1 UBR2 UBR3 UBXN1 UBXN10 UBXN11 UBXN2A UBXN2B UBXN4 UBXN6 UBXN7 UBXN8 UCHL1 UCHL5 UFD1 UFL1 UGGT1 UGGT2 UMOD USP13 USP14 USP19 USP25 USP26 USP38 USP44 USP5 USP7 USP9X VCP VHL WAC WDR26 WFS1 WNT10B WWP1 WWP2 WWTR1 XBP1 XPO1 YOD1 ZER1 ZFAND2A ZFAND2B ZNF418 ZNF598 ZNRF1 ZNRF2 ZNRF4 ZSWIM8 ZYG11B GOBP_PROTEASOME_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEASOME_ASSEMBLY ADRM1 ECPAS OTUD6B POMP PSMD10 PSMD11 PSMD5 PSMD9 PSMG1 PSMG2 PSMG3 PSMG4 GOBP_PROTECTION_FROM_NATURAL_KILLER_CELL_MEDIATED_CYTOTOXICITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTECTION_FROM_NATURAL_KILLER_CELL_MEDIATED_CYTOTOXICITY HLA-A HLA-B HLA-E HLA-G SERPINB4 SERPINB9 GOBP_PROTECTION_FROM_NON_HOMOLOGOUS_END_JOINING_AT_TELOMERE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTECTION_FROM_NON_HOMOLOGOUS_END_JOINING_AT_TELOMERE ACD DCLRE1B ERCC1 ERCC4 TERF2 TERF2IP TFIP11 XRCC1 GOBP_PROTEIN_ACETYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_ACETYLATION AANAT ACTL6A ACTL6B ARID5A ATAT1 AUTS2 BAG6 BAZ1B BLOC1S1 BMAL1 BRCA1 BRD8 CEP295 CLOCK CPA4 CREBBP DDX21 DDX3X DEK DIP2A DIP2B DMAP1 DSCC1 EP300 EP400 ERCC6 ESCO1 ESCO2 FAM161A FLCN FOXO1 GATA2 GSK3B GTF2B HAT1 HDAC2 HDAC6 HINT2 ING4 ING5 KANSL2 KANSL3 KAT14 KAT2A KAT2B KAT5 KAT6A KAT7 KLF15 LACRT MAGEA2 MAGEA2B MAP3K7 MAPT MIR217 MIR34A MORF4L1 MORF4L2 MRGBP MSL1 MSL2 MSL3 MSL3P1 MYBBP1A NAA10 NAA11 NAA15 NAA16 NAA20 NAA25 NAA30 NAA35 NAA50 NAA60 NAA80 NAT10 NAT8 NAT8B NFYA NFYB NFYC PARK7 PHF20 PHF20L1 PML PPARGC1A PRKAA1 PRKAA2 RUVBL1 RUVBL2 SET SF3B1 SGF29 SIRT1 SMARCA5 SOX4 SPHK1 SUPT3H TADA2A TADA2B TAF10 TAF5L TAF9 TAOK1 YEATS2 YEATS4 GOBP_PROTEIN_ACTIVATION_CASCADE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_ACTIVATION_CASCADE APOH F12 F13A1 F13B F8 FBLN1 FGA FGB FGG FLNA GP1BA GP1BB GP5 GP9 ITGB3 KLKB1 PRCP RASAL2 THBD GOBP_PROTEIN_ACYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_ACYLATION AANAT ACTL6A ACTL6B ARID5A ATAT1 AUTS2 BAG6 BAZ1B BLOC1S1 BMAL1 BRCA1 BRD8 CDYL CEP295 CLIP3 CLOCK CPA4 CREBBP DDX21 DDX3X DEK DIP2A DIP2B DLD DLST DMAP1 DSCC1 EP300 EP400 ERCC6 ESCO1 ESCO2 FAM161A FLCN FOXO1 GATA2 GLUL GOLGA7 GOLGA7B GSK3B GTF2B HAT1 HDAC2 HDAC6 HHAT HHATL HINT2 ING4 ING5 KANSL2 KANSL3 KAT14 KAT2A KAT2B KAT5 KAT6A KAT7 KLF15 LACRT MAGEA2 MAGEA2B MAP3K7 MAPT MBOAT4 MIR217 MIR34A MORF4L1 MORF4L2 MRGBP MSL1 MSL2 MSL3 MSL3P1 MYBBP1A NAA10 NAA11 NAA15 NAA16 NAA20 NAA25 NAA30 NAA35 NAA50 NAA60 NAA80 NAT10 NAT8 NAT8B NFYA NFYB NFYC NMT1 NMT2 OGDH PARK7 PHF20 PHF20L1 PML PORCN PPARGC1A PPM1A PPM1B PRKAA1 PRKAA2 RUVBL1 RUVBL2 SELENOK SET SF3B1 SGF29 SIRT1 SMARCA5 SOX4 SPHK1 SUPT3H TADA2A TADA2B TAF10 TAF5L TAF9 TAOK1 YEATS2 YEATS4 ZDHHC1 ZDHHC11 ZDHHC11B ZDHHC12 ZDHHC13 ZDHHC14 ZDHHC15 ZDHHC16 ZDHHC17 ZDHHC18 ZDHHC19 ZDHHC2 ZDHHC20 ZDHHC21 ZDHHC22 ZDHHC23 ZDHHC24 ZDHHC3 ZDHHC4 ZDHHC5 ZDHHC6 ZDHHC7 ZDHHC8 ZDHHC9 GOBP_PROTEIN_AUTOPHOSPHORYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_AUTOPHOSPHORYLATION AATK ABL1 ACE ACVR1B ADIPOQ AKT1 ALK ATM ATP13A2 ATR AURKA AURKB BMX CAD CALM1 CALM2 CALM3 CAMK2A CAMK2B CAMK2D CAMK4 CAMKK2 CAV1 CDK12 CDKL5 CHEK2 CHP1 CLK2 CSF1R DAPK1 DAPK2 DAPK3 DDR1 DDR2 DDX3X DYRK1A EEF2K EGFR EIF2AK1 EIF2AK2 EIF2AK3 EIF2AK4 ENG ENPP1 EPHA1 EPHA4 EPHA7 EPHA8 EPHB1 EPHB3 EPHB4 ERBB2 ERBB4 ERN1 ERRFI1 FAM20C FER FES FGFR1 FGFR2 FGFR3 FGFR4 FGR FLT1 FLT3 FLT4 GPNMB GREM1 GRK1 GRK5 GRK7 GSK3B HCK HTATIP2 IGF1R IMPACT INS INSR INSRR IRAK1 JAK2 KDR KIT LCK LMTK2 LRRK2 LTK LYN MAK MAP2K2 MAP3K10 MAP3K11 MAP3K12 MAP3K13 MAP3K20 MAP3K21 MAP3K3 MAP3K9 MAP4K1 MAPK15 MAPK3 MAPKAPK2 MAPKAPK3 MAPKAPK5 MARK2 MARK3 MELK MEX3B MINK1 MKNK1 MKNK2 MOB1B MOS MRE11 MTOR MUSK MVP MYLK2 MYO3A NBN NEK10 NEK2 NEK6 NLRP12 NTRK1 NTRK2 OXSR1 PAK1 PAK2 PASK PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PDPK1 PEAK1 PIKFYVE PIM1 PIM2 PIM3 PINK1 PPP2R5B PRKD1 PRKD2 PRKX PRLR PTK2 PTK2B PTK6 PTPRC RAD50 RAP2A RAP2B RAP2C RASSF2 RIOK2 RIPK1 RIPK3 SIK1 SIK2 SLK SMG1 SRC SRMS STK10 STK11 STK16 STK17B STK24 STK25 STK26 STK33 STK39 STK4 TAF1 TAOK1 TAOK2 TAOK3 TEK TESK1 TNIK TNK1 TNKS1BP1 TOM1L1 TSSK2 TXK TYRO3 UHMK1 ULK1 ULK2 ULK3 VEGFA VEGFC VRK1 VRK2 WNK2 WNK3 GOBP_PROTEIN_AUTOPROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_AUTOPROCESSING AFG3L2 ASRGL1 CAPN2 CASP1 CASP4 CASP6 CTSE CTSL DHH F12 FAM111A FXN HJV HTRA2 IHH KLK6 MYRF MYRFL OMA1 PARP1 PCSK1 PCSK2 PCSK9 PIDD1 PISD SHH SPRTN TMPRSS2 GOBP_PROTEIN_AUTOUBIQUITINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_AUTOUBIQUITINATION AMFR ASB4 BFAR BRCA1 CNOT4 CUL3 DDB2 DTX3L ERCC8 ITCH KLHL24 LRRK2 LRSAM1 MARCHF5 MARCHF7 MDM2 MTA1 NFX1 OBI1 PRKN RAD18 RAG1 RBX1 RNF10 RNF11 RNF112 RNF115 RNF122 RNF13 RNF141 RNF146 RNF181 RNF183 RNF185 RNF186 RNF187 RNF19B RNF208 RNF213 RNF220 RNF4 RNF41 RNF8 RNFT1 SASH1 SH3RF1 SH3RF2 SH3RF3 STUB1 TAF1 TRAF2 TRAF6 TRIM13 TRIM17 TRIM21 TRIM37 TRIM52 TRIM68 TRIM71 UBE2B UBE2D2 UBE2D3 UBE2T UBE3A UBE3D UHRF1 UHRF2 WWP2 GOBP_PROTEIN_AUTO_ADP_RIBOSYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_AUTO_ADP_RIBOSYLATION PARP1 PARP10 PARP11 PARP12 PARP16 PARP2 PARP3 PARP6 PARP8 TNKS TNKS2 GOBP_PROTEIN_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_CATABOLIC_PROCESS ABCA2 ABHD10 ABHD17A ABHD17B ABHD17C ACR ADAM10 ADAM8 ADAM9 ADAMTS12 ADAMTS13 ADAMTS7 ADGRB1 ADRA2A ADRM1 AFG1L AGAP2 AGAP3 AGBL4 AGTPBP1 AKIRIN2 AKT1 ALAD AMBRA1 AMER1 AMFR AMN1 ANAPC1 ANAPC10 ANAPC11 ANAPC13 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 ANKIB1 ANKRD9 ANKZF1 ANXA2 APC APC2 APOB APOE APPBP2 AQP11 ARAF AREL1 ARIH1 ARIH2 ARMC8 ARRB1 ARRB2 ARRDC1 ASB11 ASB2 ASB5 ASB9 ASCC2 ASCC3 ATE1 ATF6 ATG5 ATG7 ATM ATP13A2 ATP5IF1 ATRAID ATXN3 AUP1 AURKA AXIN1 AXIN2 AZIN1 AZIN2 BAG2 BAG3 BAG5 BAG6 BANP BAP1 BARD1 BBS7 BCAP31 BFAR BIRC2 BMAL1 BNIP3 BNIP3L BRSK2 BTK BTRC C17orf97 C18orf25 C4BPA C4BPB CACUL1 CALR CALR3 CAMLG CANX CAPN2 CAPN3 CASP3 CASP7 CASP8 CAV1 CAV3 CBFA2T3 CBL CBLB CBLC CCAR1 CCAR2 CCDC115 CCDC22 CCDC47 CCNF CD81 CDC16 CDC20 CDC20B CDC23 CDC26 CDC27 CDC34 CDH1 CDK2 CDK5RAP3 CDKN1B CEACAM1 CEBPA CELA1 CELA2A CENATAC CHEK2 CHFR CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CLGN CLN3 CLN5 CLN6 CLN8 CLOCK CLPP CLPX CLU CMA1 CNOT4 COMMD1 COP1 COPS3 CPA1 CPA2 CPB2 CPN1 CRBN CSNK1A1 CSNK1D CSNK1E CSNK2A1 CSNK2A2 CST3 CTNNB1 CTRL CTSA CTSB CTSC CTSD CTSF CTSH CTSK CTSL CTSO CTSS CTSV CTSW CTSZ CUL1 CUL2 CUL3 CUL4A CUL4B CUL5 CUL7 CUL9 CYP51A1 DAB2 DAB2IP DACT1 DCAF1 DCAF11 DCAF12 DCAF13 DCST1 DDA1 DDB1 DDI1 DDI2 DDIT3 DDRGK1 DEDD DENND3 DERL1 DERL2 DERL3 DESI1 DET1 DISC1 DMAC2 DNAAF4 DNAJB12 DNAJB2 DNAJB9 DNAJC10 DNAJC3 DPP3 DPP7 DTL DTX3L DTX4 DVL1 ECPAS ECRG4 ECSCR EDEM1 EDEM2 EDEM3 EEF1A1 EEF1A2 EFNA1 EGF EGFR EGLN2 EIF3H ELANE ELOB ELOC ENC1 EPHA4 ERCC8 ERLEC1 ERLIN1 ERLIN2 EXT1 EZR F8A1 F8A2 F8A3 FAF1 FAF2 FAM83D FAM8A1 FAP FBXL12 FBXL13 FBXL14 FBXL15 FBXL16 FBXL17 FBXL18 FBXL19 FBXL2 FBXL20 FBXL21P FBXL22 FBXL3 FBXL4 FBXL5 FBXL6 FBXL7 FBXL8 FBXO10 FBXO11 FBXO17 FBXO2 FBXO21 FBXO22 FBXO27 FBXO3 FBXO31 FBXO33 FBXO38 FBXO39 FBXO4 FBXO44 FBXO45 FBXO48 FBXO6 FBXO7 FBXO8 FBXO9 FBXW11 FBXW4 FBXW5 FBXW7 FBXW8 FEM1A FEM1B FEM1C FHIT FLNA FMN2 FMR1 FOXF2 FOXO1 FOXRED2 FURIN FYN FZR1 GABARAP GABARAPL2 GBA1 GCLC GET4 GFAP GGA1 GGA3 GID4 GID8 GIPC1 GLB1 GLMN GNA12 GPC1 GPC3 GPLD1 GPX1 GRIN2A GRIN2C GSK3A GSK3B GUSB GZMA GZMB HACE1 HAMP HDAC6 HECTD1 HECTD3 HERC2 HERC3 HERC4 HERC5 HERC6 HERPUD1 HFE HGS HGSNAT HIPK2 HM13 HMGCR HPSE HSP90AA1 HSP90AB1 HSP90B1 HSPA1A HSPA1B HSPA5 HSPA8 HSPBP1 HTRA2 IDE IDS IDUA IER3 IFI27 IFNG IKBKG IL10 IL17RA IL1B IL33 INS IRAK3 ISG15 ITCH JKAMP KAT5 KBTBD6 KBTBD7 KCNE2 KCTD10 KCTD13 KCTD17 KCTD2 KCTD21 KCTD5 KCTD6 KEAP1 KIF14 KLHDC1 KLHDC10 KLHDC2 KLHDC3 KLHL15 KLHL20 KLHL22 KLHL25 KLHL3 KLHL40 KLHL42 KLHL8 L3MBTL3 LAMP2 LAMP3 LAPTM4B LAPTM5 LATS1 LDLR LGMN LIPA LNPEP LNX1 LONP1 LONP2 LPCAT1 LRIG2 LRP1 LRP2 LRRK2 LRSAM1 LTN1 LYPLA1 LYPLA2 LYPLAL1 MAD2L1 MAD2L2 MAEA MAGEA2 MAGEA2B MAGEC2 MAGEF1 MALT1 MAN1A1 MAN1A2 MAN1B1 MAN1C1 MANBA MAP1A MAPK9 MARCHF2 MARCHF6 MARCHF7 MARVELD3 MDM2 MDM4 MFSD8 MGAT3 MIB1 MIR181B1 MKRN2 MME MMP12 MMP2 MMP20 MSN MTA1 MTM1 MTOR MVB12A MVB12B MYCBP2 MYLIP N4BP1 NAE1 NAGLU NCCRP1 NDFIP1 NDFIP2 NDUFA13 NEDD4 NEDD4L NEDD8 NELL1 NEMF NEU2 NEU4 NFE2L2 NGLY1 NHLRC1 NHLRC3 NKD1 NKD2 NOP53 NOS2 NOTCH1 NOTUM NPLOC4 NQO1 NR1D1 NRDC NSF NSFL1C NTAN1 NUB1 NUDT15 NUPR1 OAZ1 OAZ2 OAZ3 ODC1 OGA OGT OMA1 OPHN1 OS9 OSBPL7 OTUD7A OTUD7B P2RX7 PABIR1 PACSIN3 PANO1 PAPPA PARK7 PBK PCBP2 PCNP PCSK9 PCYOX1 PCYOX1L PDCD6IP PDCL3 PDLIM2 PELI1 PEX10 PEX12 PGPEP1 PHB1 PHF20L1 PIAS1 PIN1 PINK1 PISD PITHD1 PJA1 PJA2 PKD1 PLAA PLK1 PLK2 PLK3 PMAIP1 PML PPP1R11 PPP2CB PPP2R5C PPT1 PRAME PRAMEF6 PRAMEF9 PRICKLE1 PRKACA PRKCG PRKN PRMT6 PRPF19 PRSS16 PSEN1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME3IP1 PSME4 PSMF1 PTEN PTK2 PTK2B PTPN23 PTPN3 PYHIN1 QRICH2 RAB12 RAB7A RACK1 RAD23A RAD23B RBBP6 RBCK1 RBX1 RC3H1 RC3H2 RCHY1 RCN3 RDX RELA RFFL RFPL1 RGMA RGN RGP1 RHBDD1 RHBDD2 RHBDD3 RHBDF1 RHOBTB3 RIC1 RILP RIPK1 RLIM RMND5A RMND5B RNF10 RNF103 RNF11 RNF111 RNF114 RNF115 RNF121 RNF122 RNF123 RNF125 RNF126 RNF128 RNF13 RNF130 RNF133 RNF139 RNF14 RNF144A RNF144B RNF146 RNF148 RNF149 RNF150 RNF165 RNF166 RNF167 RNF168 RNF175 RNF180 RNF185 RNF186 RNF187 RNF19A RNF19B RNF20 RNF213 RNF215 RNF216 RNF217 RNF25 RNF26 RNF34 RNF4 RNF40 RNF41 RNF43 RNF5 RNF6 RNF7 RNF8 RNFT1 RNFT2 ROCK1 RPGR RPL11 RPL23 RPL5 RPS27A RPS7 RSPRY1 RYBP SDF2L1 SEC22B SEC61B SEL1L SEL1L2 SELENOS SERPINB12 SERPINE2 SF3B3 SGSH SGSM3 SGTA SH3BGRL SH3D19 SH3RF1 SH3RF2 SH3RF3 SHARPIN SHH SIAH1 SIAH2 SIAH3 SIRT1 SIRT2 SIRT6 SKP1 SKP2 SLC16A3 SLC17A9 SLC6A17 SLC6A7 SMAD3 SMAD4 SMAD7 SMARCC1 SMURF1 SMURF2 SNCA SNF8 SNRNP70 SNX12 SNX3 SNX33 SNX5 SNX9 SOCS4 SOCS5 SOCS6 SORL1 SOX17 SOX9 SPATA18 SPOP SPOPL SPSB1 SPSB2 SPSB3 SPSB4 SQSTM1 ST14 STAM STAM2 STT3B STUB1 STX5 STYX SUFU SUMO1 SUMO2 SVIP SYVN1 TAF1 TAF9 TBL1X TBL1XR1 TBX21 TCIRG1 TGFB1I1 TIMP1 TIMP2 TIMP3 TIMP4 TIPARP TLK2 TMEM106B TMEM129 TMEM132A TMEM168 TMEM199 TMEM259 TMEM67 TMEM9 TMF1 TMTC3 TMUB1 TMUB2 TNF TNFAIP1 TNFAIP3 TNFRSF1B TNFSF12 TOLLIP TOM1L1 TOPORS TOR1A TP53INP2 TPP1 TRAF2 TRAF4 TRAF7 TREM2 TRIB1 TRIB2 TRIB3 TRIM13 TRIM2 TRIM21 TRIM24 TRIM25 TRIM3 TRIM31 TRIM32 TRIM38 TRIM39 TRIM40 TRIM45 TRIM58 TRIM67 TRIM71 TRIM72 TRIM9 TRIP12 TRIP4 TRPC4AP TSG101 TTC3 TTC36 UBA1 UBA52 UBA6 UBA7 UBAC2 UBAP1 UBAP1L UBB UBC UBD UBE2A UBE2B UBE2C UBE2D1 UBE2D2 UBE2D3 UBE2D4 UBE2E1 UBE2G1 UBE2G2 UBE2H UBE2I UBE2J1 UBE2J2 UBE2K UBE2L3 UBE2L5 UBE2L6 UBE2N UBE2R2 UBE2S UBE2W UBE2Z UBE3A UBE3B UBE3C UBE3D UBE4A UBE4B UBL4A UBL7 UBQLN1 UBQLN2 UBQLN3 UBQLN4 UBQLNL UBR1 UBR2 UBR3 UBR4 UBXN1 UBXN10 UBXN11 UBXN2A UBXN2B UBXN4 UBXN6 UBXN7 UBXN8 UCHL1 UCHL3 UCHL5 UFD1 UFL1 UGGT1 UGGT2 UHRF1 UMOD USE1 USP13 USP14 USP17L24 USP17L6P USP19 USP25 USP26 USP28 USP33 USP38 USP44 USP5 USP7 USP8 USP9X UTP25 VCP VGLL4 VHL VIP VPS11 VPS13A VPS25 VPS28 VPS35 VPS36 VPS37A VPS37B VPS37C VPS37D VPS4A VPS4B WAC WDR26 WDR77 WDR81 WDR91 WFS1 WNT1 WNT10B WNT5A WWP1 WWP2 WWTR1 XBP1 XPO1 YME1L1 YOD1 ZDHHC2 ZER1 ZFAND2A ZFAND2B ZMPSTE24 ZNF418 ZNF598 ZNRF1 ZNRF2 ZNRF3 ZNRF4 ZRANB1 ZSWIM8 ZYG11B GOBP_PROTEIN_CATABOLIC_PROCESS_IN_THE_VACUOLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_CATABOLIC_PROCESS_IN_THE_VACUOLE ATP13A2 CCDC115 CD81 CLN3 CPA2 DPP7 GBA1 LAMP2 LAPTM4B LDLR LRP1 LRP2 MARCHF2 MFSD8 MGAT3 RNF128 SLC17A9 TCIRG1 TMEM106B TMEM199 TPP1 USP8 VPS13A VPS35 GOBP_PROTEIN_COMPLEX_OLIGOMERIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_COMPLEX_OLIGOMERIZATION ABCA3 ACACA ACACB ACOT13 ADCY8 ALAD ALDH1A2 ALDH1A3 ALDH9A1 ALDOA ALOX5AP ALS2 APIP APPL2 AQP10 AQP11 AQP2 AQP4 AQP5 ARC ASIC1 ATL1 ATL2 ATL3 B2M BCL10 BEND3 BLM BOK C9 CALHM1 CALHM3 CARD11 CARD9 CBR4 CBY1 CD247 CD74 CEP57 CHMP2A CLDN1 CLYBL COL1A2 COMP CPSF6 CPSF7 CRTC1 CRTC2 CRTC3 CRYZ CTH CUTC DEFA5 DNM1L ECT2 EHD1 EHD3 EHD4 ELAVL1 EVL FARSA FARSB FKRP FUS G3BP2 GBP5 GLRA3 GLS GNMT GOLGA2 GRIN1 GRIN2B GSDMD HCN1 HGSNAT HLA-DRB1 HLA-G HOMER1 HPRT1 HSCB HSD17B10 HSD17B8 IFIH1 IKZF4 ISG15 ITLN1 JMJD6 KCNA1 KCNA10 KCNA2 KCNA3 KCNA4 KCNA5 KCNA6 KCNA7 KCNB1 KCNB2 KCNC1 KCNC2 KCNC3 KCNC4 KCND1 KCND2 KCND3 KCNF1 KCNG1 KCNG2 KCNG3 KCNG4 KCNJ12 KCNJ2 KCNRG KCNS1 KCNS2 KCNS3 KCNV1 KCNV2 KCTD1 KCTD10 KCTD11 KCTD12 KCTD13 KCTD14 KCTD15 KCTD16 KCTD17 KCTD18 KCTD19 KCTD2 KCTD21 KCTD3 KCTD4 KCTD5 KCTD6 KCTD7 KCTD8 KCTD9 KIF25 KRT1 KRT10 LETM1 LRRC8A LRRC8C LRRC8D MAT1A MAT2A MCOLN1 MCU ME1 MICU1 MIF MIP MLKL MOSPD2 MPP2 MS4A1 NACC2 NINJ1 NLRC4 NLRP1 NLRP3 NLRP6 NOL3 NUDT21 OPA1 OSBPL2 OTOL1 OXA1L P2RX3 PDCD6IP PEG10 PKD1 PKD2 PKD2L1 PNPT1 POLQ PRF1 PRMT1 PRMT8 PRND PRNP PRPH2 PXDN PYCARD RBMX RIPK2 RNF112 RNF135 ROM1 RRM1 RRM2 RS1 RYR1 RYR3 SAMD1 SAMHD1 SCARA5 SGTB SHKBP1 SHMT1 SHMT2 SIGMAR1 SLC1A2 SLC1A5 SLC31A1 SLC9A1 SNCA SOD2 SPAST SSBP1 STEAP4 STING1 STK3 STK4 STOML2 SYCP1 SYT1 TDO2 THG1L TIFA TK1 TMEM120A TMEM120B TMEM70 TNFAIP1 TP53 TP53BP1 TP63 TP73 TRIM65 TRIM72 TRMT61B TRPA1 TRPM1 TRPM2 TRPM3 TRPM4 TRPM6 TRPM7 TRPV1 TRPV5 TWNK UGDH UPB1 USP16 VASP VPS35 VSTM5 WDCP YME1L1 ZBTB1 ZC3H12A ZNF746 ZNF777 ZNHIT6 GOBP_PROTEIN_CONTAINING_COMPLEX_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_CONTAINING_COMPLEX_ASSEMBLY AAR2 ABCA1 ABCA3 ABCA7 ABITRAM ABL1 ABT1 ACACA ACACB ACAD9 ACOT13 ACSL3 ADAM10 ADAR ADCY8 ADD1 ADD2 ADD3 ADRB2 ADRM1 AFDN AGO1 AGO2 AGO3 AGO4 AHCTF1 AIDA AIF1 AIFM1 AIM2 AIMP2 AJUBA AKAIN1 AKAP9 ALAD ALDH1A2 ALDH1A3 ALDH9A1 ALDOA ALDOB ALOX15 ALOX5AP ALS2 AMBRA1 ANG ANGPT1 ANKRA2 ANKRD27 ANKRD53 ANKS4B ANLN ANO6 ANP32B AP2M1 AP2S1 APBA1 APC APCS APIP APOA1 APOA2 APOA4 APOB APOC1 APOC3 APOE APOM APPL2 AQP10 AQP11 AQP2 AQP4 AQP5 ARC ARF6 ARFGEF1 ARHGAP18 ARHGAP28 ARHGAP40 ARHGAP6 ARHGEF5 ARHGEF7 ARL2 ARL6 ARPC2 ARPC3 ARPC4 ARPC5 ARPC5L ASB2 ASF1A ASF1B ASIC1 ATAT1 ATF1 ATF7IP ATL1 ATL2 ATL3 ATM ATP23 ATP5F1D ATP6V1B1 ATPAF1 ATPAF2 ATR ATRX AVIL AXIN1 B2M BAD BAG4 BAIAP2 BAIAP2L1 BAIAP2L2 BAK1 BAX BAZ1A BAZ2A BBS10 BBS12 BBS4 BCL10 BCL2L11 BCS1L BDP1 BECN1 BEND3 BHLHE40-AS1 BID BIK BIN1 BIN2 BIRC2 BLM BMF BOK BOP1 BRCC3 BRD2 BRF1 BRF2 BRIX1 BRK1 BTK BUD13 C15orf62 C9 C9orf24 CABIN1 CALHM1 CALHM3 CALR CALY CAMSAP1 CAMSAP2 CAMSAP3 CAND1 CAND2 CAPG CAPN3 CAPZA1 CAPZA2 CAPZA3 CAPZB CARD10 CARD11 CARD8 CARD9 CARMIL1 CARMIL2 CASP1 CASP4 CASQ1 CASQ2 CATIP CAV3 CBR4 CBY1 CCDC103 CCDC115 CCDC39 CCDC40 CCDC57 CCDC63 CCDC65 CCL11 CCL21 CCL24 CCL26 CCR7 CCT2 CD247 CD2AP CD2BP2 CD36 CD3E CD3G CD40 CD74 CDC123 CDC42 CDC42EP1 CDC42EP2 CDC42EP3 CDC42EP4 CDC42EP5 CDC45 CDC73 CDH17 CDH5 CDK1 CDK5R1 CDK5RAP2 CDKN1B CDT1 CELF1 CELF2 CELF3 CELF4 CELF5 CELF6 CENPA CENPC CENPE CENPF CENPH CENPI CENPJ CENPK CENPN CENPO CENPP CENPT CENPV CENPW CENPX CEP192 CEP57 CFAP100 CFAP73 CHAF1A CHAF1B CHCHD10 CHCHD4 CHCHD7 CHMP2A CHMP3 CHMP4A CHMP4B CHMP6 CHRAC1 CHRNA3 CIDEB CKAP5 CLASP1 CLASP2 CLDN1 CLDN14 CLDN7 CLEC7A CLGN CLINT1 CLIP1 CLIP3 CLNS1A CLP1 CLTA CLTC CLTRN CLU CLXN CLYBL COA1 COA3 COA4 COA5 COA6 COA8 COBL COG4 COIL COL16A1 COL1A2 COMP COPS7A COPS7B COPS8 CORO1A CORO7 COTL1 COX10 COX14 COX15 COX16 COX17 COX18 COX19 COX20 COX7A1 COX7A2 COX7A2L COX7A2P2 CPSF6 CPSF7 CPTP CRACD CRBN CREBBP CRNKL1 CRTC1 CRTC2 CRTC3 CRYAB CRYZ CRYZL2P-SEC16B CSF2 CSF3 CSNK1A1 CSNK1D CSNK2B CTH CTNNBIP1 CTTN CUL3 CUTC CX3CL1 CXCL12 CXCL13 CYBA CYFIP1 CYFIP2 CYRIA CYRIB DAAM2 DAB2 DAB2IP DACT1 DARS1 DAW1 DAXX DBNL DCTN1 DDX1 DDX20 DDX23 DDX28 DDX39B DDX3X DDX46 DEFA5 DENR DET1 DGAT1 DHX29 DHX30 DHX33 DHX9 DIAPH1 DIAPH2 DIAPH3 DICER1 DKK1 DLG1 DLG4 DLG5 DLGAP5 DMAC1 DMAC2 DMC1 DMD DMTN DNAAF1 DNAAF10 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAAF8 DNAH1 DNAH17 DNAH2 DNAH5 DNAH7 DNAH8 DNAI1 DNAI2 DNAI3 DNAI4 DNAJB12 DNAJB14 DNAJC15 DNAJC9 DNAL1 DNM1L DOCK5 DR1 DRC1 DRG1 DUT DYRK1A ECPAS ECSIT ECT2 EHD1 EHD3 EHD4 EID2 EIF2AK2 EIF2D EIF2S2 EIF2S3 EIF2S3B EIF3A EIF3B EIF3C EIF3CL EIF3D EIF3E EIF3F EIF3G EIF3H EIF3I EIF3J EIF3K EIF3L EIF3M EIF4G1 EIF5 EIF6 ELAVL1 ELN ELOB EML2 ENSG00000275464 EP300 EPB41 EPRS1 EPS15 EPS8 ERAL1 ERC2 ESAM ESR1 EVL EXT1 FADD FAF1 FAM107A FANCA FANCC FARP2 FARSA FARSB FAS FASTKD2 FASTKD3 FBLIM1 FBXL2 FBXO5 FCHO1 FCHO2 FCHSD1 FCHSD2 FECH FER FERMT1 FERMT2 FERMT3 FES FGA FGB FGF13 FGG FHDC1 FHOD3 FKBP4 FKRP FLII FMC1 FMN1 FMOD FN1 FNIP1 FNIP2 FOXRED1 FSCN1 FUS FXR1 G3BP2 GAK GAS7 GBA1 GBA2 GBP1 GBP2 GBP5 GCFC2 GCH1 GEMIN2 GEMIN4 GEMIN5 GEMIN6 GEMIN7 GEMIN8 GFAP GIT1 GJD2-DT GLRA3 GLS GMNN GNL3L GNMT GOLGA2 GPAA1 GPX4 GRB2 GRIN1 GRIN2B GRWD1 GSDMD GSK3B GSN GTF2A1 GTF2A2 GTF2B GTF2H5 H1-0 H1-1 H1-10 H1-2 H1-3 H1-4 H1-5 H1-6 H1-8 H1-9P H2AB1 H2AB2 H2AB3 H2AX H2BC1 H2BC10 H2BC11 H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC3 H2BC4 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3-4 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C7 H4C8 H4C9 HAT1 HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HAX1 HCCS HCFC1 HCK HCLS1 HCN1 HDAC6 HDGFL3 HES1 HES5 HEY2 HFE HGSNAT HIGD1A HIGD1B HIGD1C HIGD2A HIGD2B HIP1 HIP1R HIRA HJURP HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-G HMGB1 HMGB2 HOMER1 HOPX HP1BP3 HPRT1 HRG HRK HSCB HSD17B10 HSD17B8 HSF1 HSP90AA1 HSP90AB1 HSPA1A HSPA1B HSPA4 HSPA5 HSPA8 HSPD1 HTATSF1 IAPP ICE1 IFIH1 IFNG IKBKE IKBKG IKZF4 IL1RAP IL2RB IL5 IMMP2L INF2 INSM1 IRGM ISG15 ISL1 ISY1 ITGB1BP1 ITGB3BP ITLN1 JAK2 JAM3 JCHAIN JMJD6 KANK1 KANK2 KANK3 KANK4 KAT6A KAT6B KCNA1 KCNA10 KCNA2 KCNA3 KCNA4 KCNA5 KCNA6 KCNA7 KCNB1 KCNB2 KCNC1 KCNC2 KCNC3 KCNC4 KCND1 KCND2 KCND3 KCNF1 KCNG1 KCNG2 KCNG3 KCNG4 KCNJ12 KCNJ2 KCNJ8 KCNQ3 KCNRG KCNS1 KCNS2 KCNS3 KCNV1 KCNV2 KCTD1 KCTD10 KCTD11 KCTD12 KCTD13 KCTD14 KCTD15 KCTD16 KCTD17 KCTD18 KCTD19 KCTD2 KCTD21 KCTD3 KCTD4 KCTD5 KCTD6 KCTD7 KCTD8 KCTD9 KHDC4 KIF14 KIF25 KIF9 KIFAP3 KIRREL1 KLHL12 KMT2A KMT2D KNTC1 KPNA3 KRIT1 KRT1 KRT10 KRT5 LAMC1 LARGE1 LATS1 LCAT LCMT1 LCP1 LETM1 LGALS3 LIN7A LLGL1 LMO4 LMOD1 LMOD2 LMOD3 LOC101929130 LONP1 LPCAT3 LPXN LRRC61 LRRC8A LRRC8C LRRC8D LRRK2 LSM2 LSM4 LUC7L LUC7L2 LUC7L3 LYRM2 LYRM7 MACROH2A1 MACROH2A2 MAGI1 MAP1B MAP2 MAP4 MAP7D3 MAPK15 MAPK8 MAPK8IP2 MAPK9 MAPRE1 MAPRE3 MAPT MARK4 MAT1A MAT2A MATN1 MAVS MAX MBD2 MCM2 MCOLN1 MCTS1 MCTS2 MCU MDM2 MDM4 MDN1 ME1 MECP2 MED1 MED10 MED11 MED14 MED15 MED16 MED17 MED18 MED19 MED20 MED21 MED22 MED23 MED24 MED25 MED26 MED27 MED28 MED29 MED30 MED31 MED4 MED6 MED7 MED8 MED9 MEFV MEGF9 MET MFSD2A MICALL2 MICU1 MID1IP1 MIF MIP MIR144 MIR17 MIR214 MIS12 MIS18A MITF MKKS MLKL MLST8 MMP1 MMP3 MNAT1 MOSPD2 MPP2 MPP7 MRM2 MRPL20 MRPS7 MRTO4 MS4A1 MSN MSRB1 MSRB2 MT-CO3 MT-ND1 MT-ND2 MT-ND4 MT-ND5 MT-ND6 MTLN MTOR MTPN MTTP MYADM MYD88 MYH11 MZB1 MZT1 NAA60 NACC2 NAF1 NAP1L1 NAP1L2 NAP1L3 NAP1L4 NAP1L5 NAP1L6P NAPA NAPB NAPG NASP NAV3 NCBP1 NCK1 NCK2 NCKAP1 NCKAP1L NCLN NDC1 NDE1 NDEL1 NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA3 NDUFA5 NDUFA6 NDUFA8 NDUFA9 NDUFAB1 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF6 NDUFAF7 NDUFAF8 NDUFB1 NDUFB10 NDUFB11 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS7 NDUFS8 NEDD1 NEFL NEK7 NEMF NFE4 NFKBIZ NHERF1 NHERF2 NIFK NIN NINJ1 NISCH NLE1 NLRC3 NLRC4 NLRP1 NLRP2B NLRP3 NLRP6 NOL3 NOP2 NOP53 NOPCHAP1 NPHS1 NPM1 NR1H2 NR4A1 NRG1 NSG1 NSG2 NUBPL NUDT21 NUFIP1 NUMA1 NUP107 NUP153 NUP205 NUP93 NUP98 NUPR1 OCLN ODAD1 ODAD2 ODAD3 ODAD4 OIP5 OMA1 OPA1 OPRD1 ORC4 OSBPL2 OTOL1 OTUD6B OTX2 OVAAL OXA1L P2RX3 P2RX7 P2RY12 PADI4 PAK1 PAK3 PALS2 PARD3 PARD6B PARK7 PCDHGA3 PDCD6 PDCD6IP PDCL PDE4DIP PDIA3 PDZD11 PEF1 PEG10 PET100 PET117 PEX14 PEX5 PFDN5 PFDN6 PFN1 PFN2 PFN3 PFN4 PHF5A PIAS1 PICALM PIEZO1 PIH1D1 PIH1D2 PIK3C2A PIK3R2 PILRB PIN1 PINK1 PIP4P1 PKD1 PKD2 PKD2L1 PLAGL2 PLCG2 PLEK PLEKHA7 PLEKHG2 PML PNPT1 POGZ POLE3 POLQ POLR1E POLR2D POMP PPAN PPARGC1A PPID PPIH PPP2CA PPP2R1A PPP2R5B PPP6C PREB PREX1 PRF1 PRKACA PRKACB PRKACG PRKCD PRKCE PRKCZ PRKD1 PRKDC PRKN PRKRA PRLR PRMT1 PRMT5 PRMT7 PRMT8 PRND PRNP PRPF18 PRPF19 PRPF3 PRPF31 PRPF39 PRPF6 PRPF8 PRPH2 PRRT2 PRUNE1 PSIP1 PSMC6 PSMD10 PSMD11 PSMD5 PSMD9 PSMG1 PSMG2 PSMG3 PSMG4 PSRC1 PSTPIP1 PSTPIP2 PTBP2 PTGER4 PTGES3 PTGES3L PTK2 PTK2B PTPN11 PTPN22 PUF60 PWP2 PXDN PXN PYCARD PYDC1 PYDC2 PYDC5 RAB5IF RAC1 RACK1 RAD51 RAD51C RAD52 RAF1 RALB RAMAC RAMACL RANBP9 RANGRF RAP1B RAP1GDS1 RASA1 RASIP1 RB1 RBBP4 RBM5 RBMX RBMX2 RDX REPS2 RHOA RHOC RIC3 RICTOR RIMS1 RIOK3 RIPK1 RIPK2 RN7SL1 RN7SL2 RN7SL3 RNF112 RNF135 RNF4 RNU1-4 RNU11 RNU2-1 RNU4-1 RNU4-2 RNU4ATAC RNU5A-1 RNU5B-1 RNU5D-1 RNU5E-1 RNU5F-1 RNU6-1 RNU6-7 RNU6-9 RNU6ATAC RNVU1-1 RNVU1-14 RNVU1-15 RNVU1-17 RNVU1-19 RNVU1-2A RNVU1-3 RNVU1-4 RNVU1-6 RNVU1-7 RNVU1-8 ROM1 RPF2 RPH3A RPL10 RPL10L RPL11 RPL13A RPL23A RPL24 RPL38 RPL5 RPL6 RPLP0 RPLP0P6 RPS14 RPS15 RPS19 RPS27 RPS27L RPS28 RPS3 RPS5 RPSA RPSA2 RRM1 RRM2 RRN3 RRP7A RRP7BP RRS1 RS1 RSF1 RSPH4A RSPH9 RSRP1 RTN4 RUVBL1 RUVBL2 RYR1 RYR3 SAMD1 SAMHD1 SAMM50 SAR1A SAR1B SART1 SART3 SCAF11 SCARA5 SCIN SCO1 SCO2 SDHAF1 SDHAF2 SDHAF3 SDHAF4 SEC16A SEC16B SELP SENP6 SEPTIN8 SET SETSIP SETX SF1 SF3A1 SF3A2 SF3A3 SF3B1 SF3B2 SF3B3 SF3B4 SF3B5 SF3B6 SFSWAP SGTB SH3GLB1 SH3PXD2B SHANK1 SHKBP1 SHMT1 SHMT2 SHPRH SHQ1 SIGMAR1 SIRT2 SKAP1 SLAIN1 SLAIN2 SLC1A2 SLC1A5 SLC25A33 SLC25A46 SLC2A1 SLC31A1 SLC39A12 SLC7A9 SLC9A1 SLF1 SLF2 SLIT2 SLU7 SMARCA4 SMARCA5 SMARCB1 SMIM20 SMN1 SMN2 SMYD3 SNAP23 SNAP25 SNAP25-AS1 SNAP29 SNAP47 SNAP91 SNCA SNIP1 SNRNP200 SNRPA1 SNRPB SNRPB2 SNRPC SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SNRPGP15 SNU13 SNX9 SOAT1 SOAT2 SOD2 SORL1 SOST SOX9 SPAG1 SPAST SPIDR SPIRE1 SPIRE2 SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 SPTY2D1 SRC SRP19 SRP54 SRPK1 SRPK2 SRPK3 SRPRA SRPRB SRSF1 SRSF10 SRSF12 SRSF5 SRSF6 SRSF9 SSBP1 SSBP3 SSH1 SSH2 SSH3 SSNA1 SSRP1 STEAP4 STING1 STK3 STK4 STMN1 STMN2 STMP1 STOML2 STRAP STUB1 STX1A STX1B STX4 STXBP1 STXBP5 STXBP6 SUGT1 SUMO1 SUPT16H SURF1 SV2A SVIL SVIP SYCP1 SYK SYNJ1 SYT1 TACO1 TAF1 TAF10 TAF11 TAF11L10 TAF11L11 TAF11L12 TAF11L13 TAF11L14 TAF11L2 TAF11L3 TAF11L4 TAF11L6 TAF11L7 TAF11L8 TAF11L9 TAF12 TAF12-DT TAF13 TAF1B TAF1C TAF1L TAF2 TAF3 TAF4 TAF4B TAF5 TAF6 TAF6L TAF7 TAF7L TAF8 TAF9 TAFAZZIN TAL1 TAPBP TAPBPL TARBP2 TBCA TBCB TBCC TBCD TBCE TBCEL TBP TCAP TCF4 TCL1A TCP1 TDO2 TEAD1 TEAD2 TEKT2 TENM1 TERF1 TESPA1 TFAM TFAP4 TFG TFIP11 TFRC TGFB1 TGFBR3 TGFBRAP1 TGS1 THEG THG1L THRA TIAM1 TICAM1 TIFA TIMM21 TIRAP TK1 TLN1 TLR4 TLR6 TM9SF4 TMC8 TMED10 TMED2 TMEM120A TMEM120B TMEM126A TMEM126B TMEM170A TMEM186 TMEM199 TMEM223 TMEM242 TMEM35A TMEM70 TMEM9 TMOD1 TMOD2 TMOD3 TMOD4 TMSB10 TMSB15A TMSB15B TMSB15C TMSB4X TMSB4Y TNF TNFAIP1 TNFSF18 TOGARAM1 TP53 TP53BP1 TP63 TP73 TPPP TPPP2 TPPP3 TPR TPX2 TRABD2A TRABD2B TRAF1 TRAF2 TRAF3IP1 TRAF7 TRAPPC1 TRAPPC11 TRAPPC12 TRAPPC2 TRAPPC2B TRAPPC2L TRAPPC3 TRAPPC4 TRAPPC5 TRAPPC6A TRAPPC8 TREM2 TRIM11 TRIM31 TRIM32 TRIM6 TRIM65 TRIM72 TRIOBP TRMT61B TRPA1 TRPM1 TRPM2 TRPM3 TRPM4 TRPM6 TRPM7 TRPV1 TRPV4 TRPV5 TSPAN33 TSPAN4 TSPY1 TSPY10 TSPY2 TSPY26P TSPY3 TSPY4 TSPY8 TSPY9 TSPYL1 TSPYL2 TSPYL4 TSPYL5 TSPYL6 TSSC4 TTBK1 TTC12 TTC17 TTC19 TTC9-DT TTN TUBA1A TUBB1 TUBB4A TUBG1 TUBG2 TUBGCP2 TUBGCP3 TUBGCP4 TUBGCP5 TUBGCP6 TWF1 TWF2 TWNK TXNL4A UBE2C UBE2K UBE2S UBN1 UBTF UBTFL1 UBTFL6 UGDH ULK1 UNC13A UNC13B UNC13C UPB1 UQCC1 UQCC2 UQCC3 UQCC4 UQCC5 UQCC6 UQCRFS1 USH1C USP16 USP39 USP4 USP50 UVRAG VAMP1 VAMP2 VAMP3 VAMP4 VAMP8 VASP VBP1 VCP VDAC2 VEGFA VIL1 VILL VMA21 VPS11 VPS16 VPS18 VPS33A VPS35 VPS39 VPS41 VPS8 VSTM5 VTN WARS1 WAS WASF1 WASF3 WASHC2C WASHC3 WASHC5 WASL WDCP WDR19 WDR77 WEE2-AS1 WIPF1 WNT10B WNT3A XAB2 XRCC5 YAP1 YJU2 YME1L1 YTHDC1 ZBTB1 ZC3H12A ZDHHC12 ZDHHC8 ZMYND10 ZNF207 ZNF746 ZNF777 ZNF827 ZNHIT3 ZNHIT6 ZRSR2 ZW10 GOBP_PROTEIN_CONTAINING_COMPLEX_DISASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_CONTAINING_COMPLEX_DISASSEMBLY ABCE1 ACTN2 ADD1 ADD2 ADD3 ADRB2 APC APC2 APEH ARHGEF2 ARID1A ARID2 ASPH ATG12 ATG14 ATG5 ATP2A2 ATXN7 AVIL BECN1 BMERB1 BNIP3 CALCOCO2 CALM1 CAMSAP2 CAPG CAPZA1 CAPZA2 CAPZA3 CAPZB CARMIL1 CARMIL2 CCSAP CFL1 CFL2 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CIB1 CKAP2 CKAP5 CLASP1 CLASP2 CLEC16A CLN3 CRACD DDIT4 DHX8 DMTN DNAJC17 DNAJC6 DSTN DYRK3 EEF2K EIF5A EIF5A2 EIF5AL1 EPG5 EPS8 ETF1 F2RL1 FGF13 FLII FRAT1 FRAT2 FYCO1 GAK GBA1 GFM2 GRWD1 GSK3B GSN GSPT1 GSPT2 H2AC25 H2BC1 HDAC6 HDGFL3 HMGA1 HSPA8 IGF1R INSR IRAK3 IRGM IST1 JMJD4 KATNB1 KIF14 KIF18A KIF18B KIF19 KIF24 KIF2A KIF2B KIF2C KIF5B KLC1 LAMP2 LIMA1 LIX1 LIX1L LMOD1 LMOD2 LMOD3 MAP1A MAP1B MAP1LC3A MAP1LC3B MAP1LC3B2 MAP1LC3C MAP1S MAP6D1 MCOLN1 MFSD8 MICAL1 MICAL2 MICAL3 MID1 MID1IP1 MRPL58 MTPN MTRF1 MTRF1L MTRFR MYC NAPA NAPB NAV3 NCKAP5 NCKAP5L NES NFE2 NSF OGFOD1 PDXP PEX10 PEX12 PEX14 PEX2 PEX5 PHF23 PIK3C3 PIK3CA PIK3R4 PLEK PLEKHH2 PPP1CA PPP1R9B PYM1 RDX RPL23 RUBCN RUBCNL SCAF4 SCAF8 SCIN SEMA5A SET SETX SH3BP1 SH3GL1 SH3GL2 SH3GL3 SHFL SLN SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMCR8 SNAP29 SNAPIN SNX14 SPAST SPEF1 SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 SSRP1 STMN1 STMN2 STMN3 STMN4 STMND1 STX17 SUPT16H SVIL SWAP70 SYNJ1 TAOK1 TBC1D25 TECPR1 TFIP11 TMEM39A TMOD1 TMOD2 TMOD3 TMOD4 TNF TNP1 TOM1 TPX2 TRIM54 TRIOBP TRPV4 TSG101 TTBK2 TWF1 TWF2 UBQLN1 UBQLN4 UPF1 UVRAG VAMP7 VAMP8 VCP VIL1 VILL VIPAS39 VMP1 VPS16 VPS33A VPS33B VPS4A VPS4B VTA1 VTI1B WASHC2C WDR1 WDR47 WIPI2 WNK1 ZFAND1 ZMPSTE24 GOBP_PROTEIN_CONTAINING_COMPLEX_LOCALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_CONTAINING_COMPLEX_LOCALIZATION ABCE1 ADAM10 AKAP9 AKIRIN2 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 AP3D1 ARC ARHGAP44 ARL3 ATAD1 ATM ATR BBS12 BIRC5 C1QL2 C1QL3 CACNG2 CACNG3 CACNG4 CACNG5 CACNG7 CACNG8 CALY CCDC38 CEP112 CEP131 CEP72 CILK1 CLSTN1 CLUAP1 CPLX1 DAG1 DAW1 DBN1 DLG1 DLG2 DLG3 DLG4 DNM3 DRD4 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLL1 DYNLT2B DZIP1 EFNB2 EIF6 EPS15 ERBB2 ERBB4 EXOC3 EXOC3L1 EXOC3L4 EZR FCER2 FKBP4 FUZ FXR1 GHSR GPC4 GPC6 GPHN GRIP1 GRIP2 GRIPAP1 GSG1L HIP1 HNRNPU HPCA HRAS IFT122 IFT140 IFT172 IFT20 IFT22 IFT25 IFT27 IFT43 IFT46 IFT52 IFT57 IFT74 IFT80 IFT81 IFT88 INTU IPO9 IQSEC2 ITGB3 KIF17 KIF3B KIF5A KIF5B KIF5C KLHL21 LCA5 LCA5L LGI1 LHFPL4 LMNA LMNB1 LMNB2 LPAR1 LRRC7 LSG1 LTV1 MAK MDN1 MIOS MZT1 NACC2 NDC1 NETO1 NETO2 NLGN1 NMD3 NOP9 NPM1 NPTN NPTX1 NSG1 NUMB NUP88 OGT OPHN1 PCM1 PML PPP3R1 PRKCZ PURA RAB11A RAB8A RABL2B RALA RALB RAN RAP1A RAPSN RCC2 RELN RIOK2 RPGR RPS15 SCRIB SDAD1 SEH1L SGCD SHISA6 SLC1A1 SMAD7 SNAP25 SNAPIN SPAG17 SSNA1 SSX2IP STAU1 STAU2 STX1B STX3 STX7 SYNE1 TAMALIN TERF1 TERF2 TNFAIP2 TRAF3IP1 TTC21A TTC21B TTC26 TTC30A TTC30B TUB TYROBP VAC14 VPS35 WASHC5 WASL WDPCP WDR19 WDR35 XPO1 ZDHHC3 GOBP_PROTEIN_CONTAINING_COMPLEX_REMODELING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_CONTAINING_COMPLEX_REMODELING ABCA5 ABCG1 AGT AGTR1 APOA1 APOA2 APOA4 APOA5 APOB APOC1 APOC2 APOC3 APOE APOM CETP FURIN GTF2E1 LCAT LIPC LIPG LPL MPO MTTP NR1H4 PCSK5 PCSK6 PLA2G10 PLA2G2A PLA2G2E PLA2G3 PLA2G5 PLA2G7 PLTP PON1 SCARB1 TAF8 GOBP_PROTEIN_C_LINKED_GLYCOSYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_C_LINKED_GLYCOSYLATION DPM3 DPY19L1 DPY19L2 DPY19L2P2 DPY19L3 DPY19L4 GOBP_PROTEIN_DEACETYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_DEACETYLATION BAZ2A BEX4 BRMS1 CCAR2 DR1 DYRK1A EP300 FLNA FNTA FRY HDAC1 HDAC10 HDAC11 HDAC2 HDAC3 HDAC4 HDAC6 HDAC7 HDAC8 HDAC9 IFNG KAT14 KAT2A KAT2B MAPT MBIP MIER1 MIER2 MIR182 MTA1 MTA2 MTA3 NDN NEK3 NNMT PRKAA1 PRKAA2 RBBP4 RBBP7 RRP8 SGF29 SIRT1 SIRT2 SIRT3 SIRT4 SIRT5 SIRT6 SIRT7 SMARCA5 SPRED1 SPRED2 SUV39H1 TADA2A TADA3 TPPP WDR5 YEATS2 ZZZ3 GOBP_PROTEIN_DEGLUTAMYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_DEGLUTAMYLATION AGBL1 AGBL2 AGBL4 AGBL5 AGTPBP1 FOLH1 FOLH1B GOBP_PROTEIN_DEGLYCOSYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_DEGLYCOSYLATION AGA EDEM1 EDEM2 EDEM3 ENGASE MAN1A1 MAN1A2 MAN1B1 MAN1C1 MAN2A1 MAN2A2 MAN2B1 NGLY1 OGA PARK7 GOBP_PROTEIN_DELIPIDATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_DELIPIDATION ATG4A ATG4B ATG4C ATG4D SIRT6 GOBP_PROTEIN_DEMETHYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_DEMETHYLATION ALKBH4 FBXL19 KDM1A KDM2A KDM2B KDM6A KDM6B KDM7A PHF2 PHF8 PPME1 UTY GOBP_PROTEIN_DENEDDYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_DENEDDYLATION COPS2 COPS3 COPS4 COPS5 COPS6 COPS7A COPS7B COPS8 GPS1 SENP8 TOR1A GOBP_PROTEIN_DEPALMITOYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_DEPALMITOYLATION ABHD10 ABHD17A ABHD17B ABHD17C LYPLA1 LYPLA2 LYPLAL1 PPT1 GOBP_PROTEIN_DEPHOSPHORYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_DEPHOSPHORYLATION ACP4 ADORA1 AGTR2 AMBRA1 ANKLE2 ARPP19 BOD1 BTRC CALM1 CALM2 CALM3 CAMTA1 CD300A CD33 CDC14B CDCA2 CDH5 CNEP1R1 CRY2 CTDNEP1 CTDP1 CTDSP1 CTDSP2 CTTNBP2NL DAPP1 DLC1 DUSP1 DUSP10 DUSP11 DUSP12 DUSP13 DUSP16 DUSP18 DUSP2 DUSP21 DUSP22 DUSP26 DUSP29 DUSP3 DUSP5 DUSP6 DUSP7 DUSP9 ENSA FAM220A FAM220BP FBXW11 FCRL3 FKBP1A FKBP1B GBA1 GNA12 GSK3B HSP90AB1 HSP90B1 HTT IKBKB ILKAP ITGA1 LGALS3 LILRB2 MAGI2 MASTL MFHAS1 MGAT5 MTM1 MTMR2 MTMR3 MTMR4 MTMR6 MTMR7 MTOR NCK1 NCKAP1L NSMF NUAK1 PDGFRB PDP1 PDP2 PDXP PGAM5 PHPT1 PIN1 PINK1 PP2D1 PPEF1 PPEF2 PPIA PPM1A PPM1B PPM1D PPM1E PPM1F PPM1G PPM1H PPM1J PPM1K PPM1L PPM1M PPM1N PPP1CA PPP1CB PPP1CC PPP1R12A PPP1R14D PPP1R15A PPP1R15B PPP1R16B PPP1R1B PPP1R2 PPP1R2B PPP1R2C PPP1R2P1 PPP1R7 PPP1R8 PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R2A PPP2R3A PPP2R3B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PPP4R1 PPP4R3A PPP4R3B PPP4R3C PPP4R4 PPP5C PPP6C PPP6R1 PPP6R2 PPP6R3 PPTC7 PRKCD PTBP1 PTEN PTPA PTPN1 PTPN11 PTPN12 PTPN13 PTPN14 PTPN18 PTPN2 PTPN21 PTPN22 PTPN3 PTPN4 PTPN5 PTPN6 PTPN7 PTPN9 PTPRA PTPRB PTPRC PTPRD PTPRE PTPRF PTPRG PTPRH PTPRJ PTPRK PTPRM PTPRN2 PTPRO PTPRQ PTPRR PTPRS PTPRT PTPRU PTPRZ1 ROCK1 ROCK2 SBF1 SDHAF2 SMPD1 SPPL3 SSH1 SSH2 STK11 STYXL1 SWAP70 TAB1 TGFB1 TIMM50 TIPRL TNF TNS2 TPTE TSC1 UBASH3B UBLCP1 YWHAB YWHAE GOBP_PROTEIN_DEPOLYMERIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_DEPOLYMERIZATION ACTN2 ADD1 ADD2 ADD3 APC APC2 ARHGEF2 ASPH ATXN7 AVIL BMERB1 CAMSAP2 CAPG CAPZA1 CAPZA2 CAPZA3 CAPZB CARMIL1 CARMIL2 CCSAP CFL1 CFL2 CIB1 CKAP2 CKAP5 CLASP1 CLASP2 CRACD DMTN DNAJC6 DSTN EPS8 F2RL1 FGF13 FLII GAK GSN HDAC6 HDGFL3 HSPA8 KATNB1 KIF14 KIF18A KIF18B KIF19 KIF24 KIF2A KIF2B KIF2C LIMA1 LMOD1 LMOD2 LMOD3 MAP1A MAP1B MAP1S MAP6D1 MICAL1 MICAL2 MICAL3 MID1 MID1IP1 MTPN NAV3 NCKAP5 NCKAP5L NES PDXP PIK3CA PLEK PLEKHH2 PPP1R9B RDX SCIN SEMA5A SH3BP1 SH3GL1 SH3GL2 SH3GL3 SLN SPAST SPEF1 SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 STMN1 STMN2 STMN3 STMN4 STMND1 SVIL SWAP70 SYNJ1 TAOK1 TMOD1 TMOD2 TMOD3 TMOD4 TPX2 TRIM54 TRIOBP TRPV4 TTBK2 TWF1 TWF2 VIL1 VILL VPS4A VPS4B WASHC2C WDR1 WDR47 GOBP_PROTEIN_DESTABILIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_DESTABILIZATION BMP2 BTRC CAPN3 CCDC88C CDC73 CHFR CREBBP CTSH CUL3 DAZAP2 DERL1 EP300 FBXL3 FBXO4 FBXW11 FBXW7 GGA3 GSN HDAC6 HTT IRGM ISOC2 KDM8 MDM2 MTOR MUL1 MYLIP NR1D1 PEX2 PLK1 PRKDC PRKN PRNP PYHIN1 RAD23A RNF139 RNF5 SENP2 SERF1A SERF1B SERF2 SIRT1 SIRT6 SNCA SOX17 SRC TRIM21 UTP25 VPS35 GOBP_PROTEIN_DESUMOYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_DESUMOYLATION HINT1 SENP1 SENP2 SENP3 SENP5 SENP6 SENP7 USPL1 GOBP_PROTEIN_DEUBIQUITINATION_INVOLVED_IN_UBIQUITIN_DEPENDENT_PROTEIN_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_DEUBIQUITINATION_INVOLVED_IN_UBIQUITIN_DEPENDENT_PROTEIN_CATABOLIC_PROCESS OTUD7A OTUD7B TNFAIP3 USP17L24 USP17L6P USP28 USP9X ZRANB1 GOBP_PROTEIN_DE_ADP_RIBOSYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_DE_ADP_RIBOSYLATION ADPRH ADPRS MACROD1 MACROD2 OARD1 GOBP_PROTEIN_DNA_COMPLEX_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_DNA_COMPLEX_ASSEMBLY ANP32B ASF1A ASF1B ATF7IP ATRX BAZ1A BAZ2A BDP1 BRD2 BRF1 BRF2 CABIN1 CAND1 CDC45 CDT1 CENPA CENPC CENPE CENPF CENPH CENPI CENPK CENPN CENPO CENPP CENPT CENPV CENPW CENPX CHAF1A CHAF1B CHRAC1 DAXX DLGAP5 DMC1 DNAJC9 DR1 ESR1 GMNN GRWD1 GTF2A1 GTF2A2 GTF2B GTF2H5 H1-0 H1-1 H1-10 H1-2 H1-3 H1-4 H1-5 H1-6 H1-8 H1-9P H2AB1 H2AB2 H2AB3 H2AX H2BC1 H2BC10 H2BC11 H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC3 H2BC4 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3-4 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C7 H4C8 H4C9 HAT1 HEY2 HIRA HJURP HMGB1 HMGB2 HP1BP3 ITGB3BP KAT6A KAT6B KNTC1 MACROH2A1 MACROH2A2 MCM2 MED1 MED10 MED11 MED14 MED15 MED16 MED17 MED18 MED19 MED20 MED21 MED22 MED23 MED24 MED25 MED26 MED27 MED28 MED29 MED30 MED31 MED4 MED6 MED7 MED8 MED9 MIS12 MIS18A NAA60 NAP1L1 NAP1L2 NAP1L3 NAP1L4 NAP1L5 NAP1L6P NASP NFKBIZ NPM1 OIP5 PADI4 PIAS1 POGZ POLE3 POLR1E PSMC6 RAD51 RAD51C RAD52 RB1 RBBP4 RNF4 RRN3 RSF1 SART3 SENP6 SET SETSIP SHPRH SMARCA4 SMARCA5 SMARCB1 SMYD3 SOX9 SPTY2D1 SSRP1 SUGT1 SUPT16H TAF1 TAF10 TAF11 TAF11L10 TAF11L11 TAF11L12 TAF11L13 TAF11L14 TAF11L2 TAF11L3 TAF11L4 TAF11L6 TAF11L7 TAF11L8 TAF11L9 TAF12 TAF13 TAF1B TAF1C TAF1L TAF2 TAF3 TAF4 TAF4B TAF5 TAF6 TAF6L TAF7 TAF7L TAF8 TAF9 TBP TCF4 TERF1 THRA TP53 TRAPPC12 TSPY1 TSPY10 TSPY2 TSPY26P TSPY3 TSPY4 TSPY8 TSPY9 TSPYL1 TSPYL2 TSPYL4 TSPYL5 TSPYL6 UBN1 UBTF UBTFL1 UBTFL6 WNT10B ZNF827 GOBP_PROTEIN_DNA_COMPLEX_DISASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_DNA_COMPLEX_DISASSEMBLY ARID1A ARID2 GRWD1 H2AC25 H2BC1 HMGA1 MYC NFE2 RPL23 SET SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SSRP1 SUPT16H TNP1 GOBP_PROTEIN_DNA_COMPLEX_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_DNA_COMPLEX_ORGANIZATION ABRAXAS1 ACTB ACTL6A ACTL6B ACTR5 ACTR6 ACTR8 AEBP2 AICDA ALKBH4 ANP32B ANP32E ANTKMT APBB1 APLF APOBEC1 ARID1A ARID1B ARID2 ARID4A ARID4B ASF1A ASF1B ASH1L ASH2L ASIP ASXL1 ATF2 ATF7IP ATF7IP2 ATG5 ATPSCKMT ATRX ATXN7L3 AURKA AXIN1 BABAM1 BABAM2 BAG6 BAHD1 BANF1 BANP BAP1 BAZ1A BAZ1B BAZ2A BAZ2B BCL6 BCL7A BCL7B BCL7C BCOR BCORL1 BDP1 BEND3 BICRA BICRAL BMI1 BPTF BRCA1 BRCA2 BRCC3 BRD1 BRD2 BRD3 BRD4 BRD7 BRD8 BRD9 BRDT BRF1 BRF2 BRPF1 BRPF3 BTAF1 BUB1 BUD23 C17orf49 C6orf89 CABIN1 CAND1 CARM1 CBX1 CBX2 CBX3 CBX4 CBX5 CBX6 CBX7 CBX8 CDAN1 CDC45 CDK1 CDK2 CDK9 CDKN1C CDKN2B-AS1 CDT1 CDY1 CDY1B CDY2A CDY2B CDYL CECR2 CENPA CENPC CENPE CENPF CENPH CENPI CENPK CENPN CENPO CENPP CENPT CENPV CENPW CENPX CFDP1 CGGBP1 CHAF1A CHAF1B CHD1 CHD1L CHD2 CHD3 CHD4 CHD5 CHD6 CHD7 CHD8 CHD9 CHEK1 CHRAC1 CHTOP CLOCK COPRS CREBBP CREBZF CTCF CTCFL CTR9 DAPK3 DAXX DCAF1 DCAF13 DDB1 DDX11 DDX21 DDX23 DEK DIRAS3 DLGAP5 DMAP1 DMC1 DMRTC2 DNAJC2 DNAJC9 DNMT1 DNMT3A DNMT3L DOT1L DPF1 DPF2 DPF3 DPPA3 DPY30 DR1 DTX3L DYRK1A EED EEF1AKMT1 EEF1AKMT2 EEF1AKMT3 EEF2KMT EHMT1 EHMT2 EID3 EIF1 EMSY ENY2 EOMES EP300 EP400 EPC1 EPC2 ERCC6 ERCC6L ERCC6L2 ESR1 EXOSC10 EYA1 EYA2 EYA3 EYA4 EZH1 EZH2 EZHIP FAM172A FAM172BP FAM47E FAM50A FAM50B FBL FBLL1 FBXL19 FIRRE FOXA1 FOXA2 FOXA3 FOXP3 GATA3 GATAD1 GATAD2A GATAD2B GFI1B GLMN GLYR1 GMNN GPX1 GPX4 GRWD1 GSK3A GTF2A1 GTF2A2 GTF2B GTF2E1 GTF2H5 GTF3C4 H1-0 H1-1 H1-10 H1-2 H1-3 H1-4 H1-5 H1-6 H1-7 H1-8 H1-9P H2AB1 H2AB2 H2AB3 H2AC1 H2AC25 H2AC4 H2AC8 H2AX H2AZ1 H2AZ2 H2BC1 H2BC10 H2BC11 H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC3 H2BC4 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3-4 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C7 H4C8 H4C9 HASPIN HAT1 HCFC1 HCFC2 HDAC1 HDAC10 HDAC11 HDAC2 HDAC3 HDAC4 HDAC5 HDAC6 HDAC7 HDAC8 HDAC9 HDGF HDGFL1 HDGFL2 HDGFL3 HELLS HEY2 HIPK2 HIPK4 HIRA HIRIP3 HJURP HLTF HMG20A HMG20B HMGA1 HMGA2 HMGB1 HMGB2 HMGN1 HMGN2 HMGN3 HMGN4 HMGN5 HNRNPC HNRNPU HP1BP3 HPF1 HR HUWE1 IFI16 IGF2 IKZF1 ING2 ING3 ING4 ING5 INO80 INO80B INO80C INO80D INO80E IRF4 ITGB3BP IWS1 JADE1 JADE2 JAK2 JARID2 JDP2 JMJD1C JMJD6 KANSL1 KANSL2 KANSL3 KAT14 KAT2A KAT2B KAT5 KAT6A KAT6B KAT7 KAT8 KCNQ1 KCNQ1OT1 KDM1A KDM1B KDM2A KDM2B KDM3A KDM3B KDM4A KDM4B KDM4C KDM4D KDM4E KDM4F KDM5A KDM5B KDM5C KDM5D KDM6A KDM6B KDM7A KDM8 KLF2 KMT2A KMT2B KMT2C KMT2D KMT2E KMT5A KMT5B KMT5C KNTC1 KPNA7 L3MBTL1 L3MBTL2 L3MBTL3 L3MBTL4 LHX2 LIN54 LMNA LMNB1 LMNB2 LOXL2 LRIF1 LRWD1 LSM11 M1AP MACROH2A1 MACROH2A2 MAEL MAP3K7 MBD2 MBD3 MBD3L1 MBD3L2 MBD3L2B MBD3L3 MBD3L4 MBD3L5 MBTD1 MCM2 MCM3AP MCRS1 MEAF6 MECOM MECP2 MED1 MED10 MED11 MED14 MED15 MED16 MED17 MED18 MED19 MED20 MED21 MED22 MED23 MED24 MED25 MED26 MED27 MED28 MED29 MED30 MED31 MED4 MED6 MED7 MED8 MED9 MEN1 METTL21A METTL22 METTL23 METTL3 METTL4 MIER1 MIER2 MIS12 MIS18A MKI67 MLLT3 MLLT6 MMS22L MORC1 MORC2 MORF4L1 MORF4L2 MOS MPHOSPH8 MRGBP MSL1 MSL2 MSL3 MSL3P1 MTA1 MTA2 MTA3 MTF2 MTHFR MYBBP1A MYC MYD88 MYOCD MYSM1 N6AMT1 NAA40 NAA50 NAA60 NAP1L1 NAP1L2 NAP1L3 NAP1L4 NAP1L5 NAP1L6P NASP NCOA1 NCOA3 NCOR1 NDN NFAT5 NFE2 NFKBIZ NFRKB NIBAN2 NIPBL NOC2L NPM1 NPM2 NPM3 NR3C1 NRDE2 NSD1 NSD2 NSD3 NSMCE1 NSMCE2 NSMCE3 NSMCE4A NTMT1 NUCKS1 NUDT5 OGT OIP5 PADI2 PADI4 PAK1 PARP10 PARP2 PAX6 PAXIP1 PBRM1 PCGF1 PCGF2 PCGF3 PCGF5 PCGF6 PCID2 PER1 PER2 PHB1 PHC1 PHF1 PHF10 PHF13 PHF14 PHF19 PHF2 PHF20 PHF21A PHF8 PIAS1 PICK1 PIH1D1 PIK3CA PIWIL1 PKN1 POGZ POLE3 POLR1E PPHLN1 PPM1D PRDM13 PRDM14 PRDM16 PRDM2 PRDM5 PRDM6 PRDM7 PRDM8 PRDM9 PRIMPOL PRKAA1 PRKAA2 PRKCA PRKCB PRM1 PRMT1 PRMT2 PRMT5 PRMT6 PRMT7 PRMT8 PSIP1 PSMC6 PSME4 PWWP2A PWWP2B PWWP3A RAD21 RAD51 RAD51C RAD52 RAD54B RAD54L RAD54L2 RAG1 RAG2 RB1 RBBP4 RBBP5 RBBP7 RBL1 RBL2 RBM14 RBM15 RBM15B RCBTB1 RCCD1 RCOR1 RELA RERE RESF1 REST RIF1 RING1 RIOX1 RIOX2 RLIM RNF168 RNF2 RNF20 RNF4 RNF40 RNF8 RPL23 RPS6KA4 RPS6KA5 RRN3 RRP8 RSBN1 RSF1 RUVBL1 RUVBL2 RYBP SAFB SAMD1 SART3 SATB1 SATB2 SCMH1 SDR16C5 SELENOF SENP6 SET SETBP1 SETD1A SETD1B SETD2 SETD3 SETD4 SETD5 SETD7 SETDB1 SETDB2 SETMAR SETSIP SF3B1 SFMBT1 SFPQ SGF29 SHPRH SIN3A SIRT1 SIRT2 SIRT3 SIRT4 SIRT6 SIRT7 SKP1 SLF1 SLF2 SLFN11 SMARCA1 SMARCA2 SMARCA4 SMARCA5 SMARCAD1 SMARCAL1 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMC5 SMC6 SMCHD1 SMYD1 SMYD2 SMYD3 SMYD5 SNAI1 SNAI2 SOX1 SOX15 SOX2 SOX9 SPHK2 SPI1 SPIN1 SPTY2D1 SRCAP SRPK1 SRPK2 SS18 SS18L1 SSRP1 STPG4 SUDS3 SUGT1 SUPT16H SUPT4H1 SUPT5H SUPT6H SUV39H1 SUV39H2 SUZ12 SYCP1 SYCP3 TADA2A TADA2B TADA3 TAF1 TAF10 TAF11 TAF11L10 TAF11L11 TAF11L12 TAF11L13 TAF11L14 TAF11L2 TAF11L3 TAF11L4 TAF11L6 TAF11L7 TAF11L8 TAF11L9 TAF12 TAF13 TAF1B TAF1C TAF1L TAF2 TAF3 TAF4 TAF4B TAF5 TAF6 TAF6L TAF7 TAF7L TAF8 TAF9 TAL1 TASOR TASOR2 TASP1 TBL1XR1 TBP TBR1 TCF4 TCF7L1 TDG TDRD3 TERF1 TET1 TET2 TET3 TEX15 TFAP2C TFPT TGM2 THAP7 THRA TLK1 TLK2 TNP1 TNP2 TONSL TOP1 TOX TP53 TP63 TPR TRAPPC12 TRIM27 TRIM28 TRIM37 TRIP12 TRMT112 TRRAP TSIX TSPY1 TSPY10 TSPY2 TSPY26P TSPY3 TSPY4 TSPY8 TSPY9 TSPYL1 TSPYL2 TSPYL4 TSPYL5 TSPYL6 TSSK6 TTF2 TTI1 UBE2A UBE2B UBN1 UBR2 UBR5 UBTF UBTFL1 UBTFL6 UCHL5 UHRF1 UIMC1 USP15 USP16 USP21 USP22 USP3 USP36 USP49 USP51 USP7 UTP3 UTY VCPKMT VCX VPS72 VRK1 WAC WBP2 WDR5 WNT10B XIST YEATS2 YEATS4 YTHDC1 YY1 ZBTB1 ZBTB7A ZDBF2 ZFP57 ZMPSTE24 ZMYND11 ZMYND8 ZNF274 ZNF304 ZNF335 ZNF445 ZNF462 ZNF518A ZNF518B ZNF827 ZNFX1 ZNHIT1 ZRANB3 ZZEF1 ZZZ3 GOBP_PROTEIN_DNA_COVALENT_CROSS_LINKING_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_DNA_COVALENT_CROSS_LINKING_REPAIR FAM111A GCNA SPRTN TEX264 TRAIP VCP VCPIP1 GOBP_PROTEIN_EXIT_FROM_ENDOPLASMIC_RETICULUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_EXIT_FROM_ENDOPLASMIC_RETICULUM AUP1 BCAP31 BRSK2 CD81 CRYZL2P-SEC16B DERL1 DERL2 DERL3 EDEM1 EDEM2 ERLEC1 FAF2 GCC2 HERPUD1 HM13 HSP90B1 INSIG1 LMAN1 MAP1LC3C NPLOC4 OS9 PREB RANGRF RHBDD1 SAR1A SAR1B SEC13 SEC16A SEC16B SEC61B SEL1L SELENOS SLC35D3 SLC51B SORL1 SURF4 SVIP SYVN1 TECPR2 TM9SF4 TMED9 TMEM129 TMEM30A TMEM30B UBAC2 UBE2G2 UBE2J1 UFD1 VCP YOD1 GOBP_PROTEIN_EXPORT_FROM_NUCLEUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_EXPORT_FROM_NUCLEUS AHCYL1 ANKLE1 ANP32B BAG3 BARD1 CALR CAMK1 CCHCR1 CDK5 CHP1 CSE1L CTDSPL2 DESI1 DNAJC27 DUSP16 EGR2 EMD FRAT1 FRAT2 GAS6 GSK3B HSPA9 IFI27 IL1B MDM2 NUP214 NUP42 NUTF2 NXT1 PARK7 PKD1 PPM1A PRKACA PRKD1 PTPN11 PTPN14 RAN RANBP17 RANBP3 RANBP3L RANGAP1 RAPGEF3 RBM22 SFN SIRT6 SIRT7 SMURF1 SP100 STRADA STRADB STYX TGFB1 TPR TXN UHMK1 XPO1 XPO4 XPO5 XPO6 XPO7 YWHAE GOBP_PROTEIN_FOLDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_FOLDING AHSA1 AHSA2P AHSP AIP ALG12 ANP32E APCS APLF ARL2 ATF6 B2M BAG1 BAG2 BAG3 BAG4 BAG5 CALR CALR3 CANX CCDC47 CCT2 CCT3 CCT4 CCT5 CCT6A CCT6B CCT7 CCT8 CCT8L1P CCT8L2 CD74 CDC37 CDC37L1 CHCHD4 CHORDC1 CLGN CLPX CLU CRTAP CRYAA CRYAB CSNK2A1 CWC27 DFFA DNAJA1 DNAJA2 DNAJA3 DNAJA4 DNAJB1 DNAJB11 DNAJB12 DNAJB13 DNAJB14 DNAJB2 DNAJB3 DNAJB4 DNAJB5 DNAJB6 DNAJB7 DNAJB8 DNAJC1 DNAJC10 DNAJC18 DNAJC19 DNAJC2 DNAJC21 DNAJC24 DNAJC25 DNAJC3 DNAJC4 DNAJC5 DNAJC7 DNLZ ENGASE ENTPD5 ERO1A ERO1B ERP27 ERP29 ERP44 FKBP10 FKBP11 FKBP1A FKBP1B FKBP2 FKBP4 FKBP5 FKBP6 FKBP8 FKBP9 FUT10 GAK GRN GRPEL1 GRPEL2 HSP90AA1 HSP90AA2P HSP90AA4P HSP90AA5P HSP90AB1 HSP90AB2P HSP90AB3P HSP90AB4P HSP90B1 HSP90B2P HSPA13 HSPA14 HSPA1A HSPA1B HSPA1L HSPA2 HSPA4 HSPA4L HSPA5 HSPA6 HSPA7 HSPA8 HSPA9 HSPB1 HSPB2 HSPB6 HSPBP1 HSPD1 HSPE1 HSPH1 HYOU1 HYPK KHSRP LMAN1 LMAN2L LTBP4 LYRM7 MESD MKKS MOGS MPDU1 NFYC NGLY1 NKTR NPPA NPPB NPPC NUDC NUDCD2 NUDCD3 P3H1 P4HB PDCD5 PDCL2 PDCL3 PDIA2 PDIA3 PDIA4 PDIA5 PDIA6 PDILT PDRG1 PEX19 PFDN1 PFDN2 PFDN4 PFDN5 PFDN6 POFUT2 PPIA PPIAL4A PPIAL4C PPIAL4D PPIAL4E PPIAL4F PPIAL4G PPIAL4H PPIB PPIC PPID PPIE PPIF PPIG PPIH PPIL1 PPIL2 PPIL3 PPIL6 PRDX4 PTGES3 PTGES3L QSOX1 QSOX2 RANBP2 RIC3 RP2 RUVBL2 SACS SDF2 SDF2L1 SELENOF SIL1 SNRNP70 ST13 TBCA TBCB TBCC TBCD TBCE TBCEL TCP1 TOR1A TOR1B TOR2A TRAP1 TTC1 TTC4 TXNDC5 UGGT1 UMOD UNC45A UNC45B VAPA VBP1 WDR83OS WFS1 WIPF1 ZMYND10 GOBP_PROTEIN_FOLDING_IN_ENDOPLASMIC_RETICULUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_FOLDING_IN_ENDOPLASMIC_RETICULUM CALR CANX DNAJC10 DNAJC3 ERO1A ERO1B HSP90B1 HSPA5 P4HB PDIA2 PDIA3 VAPA GOBP_PROTEIN_GERANYLGERANYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_GERANYLGERANYLATION CHM CHML FNTA MUSK PGGT1B RABGGTA RABGGTB GOBP_PROTEIN_HETEROOLIGOMERIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_HETEROOLIGOMERIZATION CALHM1 CALHM3 CBR4 COL1A2 CPSF6 CPSF7 FARSA FARSB GRIN1 GRIN2B HSD17B8 KCNC2 KRT1 KRT10 MAT2A NUDT21 PKD1 PKD2 PRPH2 ROM1 RRM1 RRM2 SGTB SYT1 TMEM120A TMEM120B ZNF746 ZNF777 GOBP_PROTEIN_HETEROTETRAMERIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_HETEROTETRAMERIZATION CBR4 CPSF6 CPSF7 FARSA FARSB GRIN1 GRIN2B HSD17B8 KRT1 KRT10 NUDT21 PKD1 PKD2 RRM1 RRM2 GOBP_PROTEIN_HEXAMERIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_HEXAMERIZATION LETM1 LRRC8A LRRC8C LRRC8D MAT2A SPAST TWNK UGDH YME1L1 GOBP_PROTEIN_HISTIDYL_MODIFICATION_TO_DIPHTHAMIDE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_HISTIDYL_MODIFICATION_TO_DIPHTHAMIDE DPH1 DPH2 DPH3 DPH5 DPH6 DPH7 GOBP_PROTEIN_HOMOOLIGOMERIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_HOMOOLIGOMERIZATION ABCA3 ACACA ACACB ACOT13 ADCY8 ALAD ALDH1A2 ALDH1A3 ALDH9A1 ALDOA ALOX5AP ALS2 APIP APPL2 AQP10 AQP11 AQP2 AQP4 AQP5 ARC ASIC1 ATL1 ATL2 ATL3 B2M BCL10 BEND3 BLM C9 CALHM1 CARD11 CARD9 CBR4 CBY1 CEP57 CHMP2A CLYBL COMP CRTC1 CRTC2 CRTC3 CRYZ CTH DEFA5 ECT2 EHD1 EHD3 EHD4 ELAVL1 EVL FUS G3BP2 GBP5 GLRA3 GLS GNMT GOLGA2 GSDMD HCN1 HLA-G HPRT1 HSD17B10 IKZF4 ITLN1 JMJD6 KCNA1 KCNA10 KCNA2 KCNA3 KCNA4 KCNA5 KCNA6 KCNA7 KCNB1 KCNB2 KCNC1 KCNC2 KCNC3 KCNC4 KCND1 KCND2 KCND3 KCNF1 KCNG1 KCNG2 KCNG3 KCNG4 KCNJ12 KCNJ2 KCNRG KCNS1 KCNS2 KCNS3 KCNV1 KCNV2 KCTD1 KCTD10 KCTD11 KCTD12 KCTD13 KCTD14 KCTD15 KCTD16 KCTD17 KCTD18 KCTD19 KCTD2 KCTD21 KCTD3 KCTD4 KCTD5 KCTD6 KCTD7 KCTD8 KCTD9 KIF25 LETM1 MAT1A MCOLN1 ME1 MICU1 MIF MIP MLKL MOSPD2 MPP2 NACC2 NINJ1 NLRC4 NLRP1 NLRP3 NLRP6 OSBPL2 OTOL1 P2RX3 PDCD6IP PEG10 PKD2 PKD2L1 PNPT1 POLQ PRF1 PRMT1 PRMT8 PRND PRNP PRPH2 PXDN PYCARD RBMX RIPK2 RNF112 RNF135 ROM1 RS1 RYR1 RYR3 SAMD1 SAMHD1 SCARA5 SGTB SHKBP1 SHMT1 SHMT2 SIGMAR1 SLC1A2 SLC1A5 SOD2 SPAST SSBP1 STEAP4 SYCP1 TDO2 THG1L TIFA TK1 TMEM120A TMEM70 TNFAIP1 TP53BP1 TRIM72 TRMT61B TRPA1 TRPM2 TRPM4 TRPV1 TRPV5 UPB1 USP16 VASP VPS35 VSTM5 ZBTB1 ZNF746 GOBP_PROTEIN_HOMOTETRAMERIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_HOMOTETRAMERIZATION ACACA ACACB ACOT13 ALDH1A2 ALDH1A3 ALDH9A1 ALDOA APIP APPL2 AQP10 AQP2 AQP4 AQP5 B2M CBR4 CBY1 CRTC1 CRTC2 CRTC3 CRYZ CTH DEFA5 EVL GBP5 GLS GNMT GOLGA2 HCN1 HPRT1 HSD17B10 KCNJ12 KCNJ2 KIF25 MAT1A MCOLN1 ME1 MIP OSBPL2 PKD2 PKD2L1 RYR1 RYR3 SAMHD1 SHMT1 SHMT2 SOD2 SSBP1 SYCP1 TDO2 THG1L TK1 TRPA1 TRPM2 TRPM4 TRPV1 TRPV5 UPB1 USP16 VASP GOBP_PROTEIN_HYDROXYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_HYDROXYLATION ASPH CRTAP EGLN1 EGLN2 EGLN3 JMJD4 JMJD6 JMJD7 OGFOD1 P3H1 P3H2 P3H3 P3H4 P4HA1 P4HA2 P4HA3 P4HB P4HTM PLOD1 PLOD2 PLOD3 VIPAS39 VPS33B GOBP_PROTEIN_IMPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_IMPORT APOE ARHGEF5 CLU GPIHBP1 HSPA8 LAMP2 PRF1 SNX33 GOBP_PROTEIN_IMPORT_INTO_MITOCHONDRIAL_MATRIX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_IMPORT_INTO_MITOCHONDRIAL_MATRIX DNAJC15 DNAJC19 DNLZ GRPEL1 GRPEL2 PAM16 ROMO1 TIMM17A TIMM17B TIMM21 TIMM23 TIMM23B TIMM44 TIMM50 TOMM20 TOMM20L TOMM40 TOMM40L TOMM7 TOMM70 GOBP_PROTEIN_IMPORT_INTO_PEROXISOME_MATRIX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_IMPORT_INTO_PEROXISOME_MATRIX LONP2 PEX1 PEX10 PEX12 PEX13 PEX14 PEX16 PEX2 PEX26 PEX5 PEX5L PEX6 PEX7 TRIM37 USP9X GOBP_PROTEIN_IMPORT_INTO_PEROXISOME_MATRIX_RECEPTOR_RECYCLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_IMPORT_INTO_PEROXISOME_MATRIX_RECEPTOR_RECYCLING PEX1 PEX10 PEX12 PEX2 PEX5 PEX6 USP9X GOBP_PROTEIN_IMPORT_INTO_PEROXISOME_MATRIX_SUBSTRATE_RELEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_IMPORT_INTO_PEROXISOME_MATRIX_SUBSTRATE_RELEASE PEX10 PEX12 PEX14 PEX2 PEX5 GOBP_PROTEIN_IMPORT_INTO_PEROXISOME_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_IMPORT_INTO_PEROXISOME_MEMBRANE PEX16 PEX19 PEX26 PEX3 PEX5 RAB8B GOBP_PROTEIN_INSERTION_INTO_ER_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_INSERTION_INTO_ER_MEMBRANE BAG6 CAMLG CCDC47 EMC1 EMC10 EMC2 EMC3 EMC4 EMC6 EMC7 EMC8 EMC9 GET1 GET3 GET4 MMGT1 NCLN NOMO1 NOMO2 NOMO3 RAB5IF SEC61A1 SGTA TMCO1 TMEM147 TRAM1 TRAM1L1 TRAM2 UBL4A WDR83OS WNK1 GOBP_PROTEIN_INSERTION_INTO_ER_MEMBRANE_BY_STOP_TRANSFER_MEMBRANE_ANCHOR_SEQUENCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_INSERTION_INTO_ER_MEMBRANE_BY_STOP_TRANSFER_MEMBRANE_ANCHOR_SEQUENCE EMC1 EMC10 EMC2 EMC3 EMC4 EMC6 EMC7 EMC8 EMC9 MMGT1 WNK1 GOBP_PROTEIN_INSERTION_INTO_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_INSERTION_INTO_MEMBRANE AGK BAG6 BAX BBC3 BCS1L CAMLG CCDC47 COX18 EGFR EMC1 EMC10 EMC2 EMC3 EMC4 EMC6 EMC7 EMC8 EMC9 GET1 GET3 GET4 GRIN3B GZMB HSP90AA1 HSPA4 MAIP1 MAL MAPK8 MMGT1 MOAP1 MTCH1 MTCH2 MTX1 MTX2 NCLN NDUFA13 NMT1 NOMO1 NOMO2 NOMO3 OXA1L PDCD5 RAB5IF REEP1 ROMO1 RTP1 RTP2 RTP3 RTP4 RTP5 SAMM50 SEC61A1 SGTA TIMM10 TIMM10B TIMM13 TIMM22 TIMM29 TIMM8A TIMM8B TIMM9 TMCO1 TMEM147 TOMM20 TOMM22 TOMM40 TOMM5 TOMM6 TOMM7 TOMM70 TRAM1 TRAM1L1 TRAM2 TRMT10B UBL4A WDR83OS WNK1 GOBP_PROTEIN_INSERTION_INTO_MITOCHONDRIAL_INNER_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_INSERTION_INTO_MITOCHONDRIAL_INNER_MEMBRANE AGK NDUFA13 ROMO1 TIMM10 TIMM10B TIMM13 TIMM22 TIMM29 TIMM8A TIMM8B TIMM9 TOMM70 TRMT10B GOBP_PROTEIN_INSERTION_INTO_MITOCHONDRIAL_MEMBRANE_INVOLVED_IN_APOPTOTIC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_INSERTION_INTO_MITOCHONDRIAL_MEMBRANE_INVOLVED_IN_APOPTOTIC_SIGNALING_PATHWAY BAX BBC3 GZMB MAPK8 MOAP1 NMT1 GOBP_PROTEIN_K11_LINKED_DEUBIQUITINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_K11_LINKED_DEUBIQUITINATION OTUB2 OTUD3 OTUD6A OTUD7A OTUD7B TNFAIP3 USP30 USP37 VCPIP1 YOD1 GOBP_PROTEIN_K11_LINKED_UBIQUITINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_K11_LINKED_UBIQUITINATION ANAPC1 ANAPC10 ANAPC11 ANAPC13 ANAPC2 ANAPC4 ANAPC5 ANAPC7 AREL1 CDC16 CDC23 CDC26 CDC27 FZR1 PRKN RNF26 RNF4 UBE2A UBE2B UBE2C UBE2D3 UBE2D4 UBE2E2 UBE2E3 UBE2H UBE2L3 UBE2L5 UBE2S UBE2T UBE2W GOBP_PROTEIN_K27_LINKED_UBIQUITINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_K27_LINKED_UBIQUITINATION PRKN RNF185 RNF6 TRIM62 UBE2D4 UBE2S UBE2T GOBP_PROTEIN_K29_LINKED_DEUBIQUITINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_K29_LINKED_DEUBIQUITINATION OTUD6A TNFAIP3 USP13 YOD1 ZRANB1 GOBP_PROTEIN_K29_LINKED_UBIQUITINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_K29_LINKED_UBIQUITINATION ITCH PRKN RNF186 UBE2D4 UBE2S UBE2T UBE3C GOBP_PROTEIN_K48_LINKED_DEUBIQUITINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_K48_LINKED_DEUBIQUITINATION ATXN3 BAP1 MINDY1 MINDY2 OTUB1 OTUB2 OTUD3 OTUD4 OTUD5 OTUD7A OTUD7B PARK7 TNFAIP3 UBXN1 USP17L2 USP20 USP25 USP27X USP29 USP33 USP34 USP37 USP5 USP50 USP8 VCPIP1 YOD1 GOBP_PROTEIN_K48_LINKED_UBIQUITINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_K48_LINKED_UBIQUITINATION AMFR ARIH2 BFAR BIRC2 CDC34 CUL3 DTX3L FBXO38 GABARAP HACE1 IFI27 ITCH KBTBD6 KBTBD7 KLHL3 MARCHF6 NEDD4L NMI PELI1 PPIA PRKN RBX1 RFFL RNF115 RNF126 RNF146 RNF152 RNF187 RNF216 RNF34 RNF4 RNF5 RNF6 RNF8 SKP2 SYVN1 TCF25 TNFAIP3 TOPORS TRIM31 TRIM32 TRIM44 TTC3 UBE2A UBE2B UBE2C UBE2D1 UBE2D2 UBE2D3 UBE2D4 UBE2E1 UBE2E2 UBE2E3 UBE2G1 UBE2G2 UBE2H UBE2K UBE2Q2 UBE2R2 UBE2T UBE3A UBE3C UBR5 ZNRF1 ZNRF2 GOBP_PROTEIN_K63_LINKED_DEUBIQUITINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_K63_LINKED_DEUBIQUITINATION ABRAXAS1 ABRAXAS2 ATXN3 BABAM2 BRCC3 CYLD NOP53 OTUB2 OTUD1 OTUD4 OTUD5 OTUD7A OTUD7B PSMD14 SHMT2 SPATA2 STAMBP STAMBPL1 TNFAIP3 USP13 USP17L2 USP20 USP25 USP27X USP33 USP50 USP8 USP9X VCP YOD1 ZRANB1 GOBP_PROTEIN_K63_LINKED_UBIQUITINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_K63_LINKED_UBIQUITINATION ARIH2 BFAR BIRC2 CEP63 DDX3X GPS2 HECTD1 ITCH MAGEL2 MIR138-1 NEDD4 NOD2 PARP10 PELI1 PELI3 PLAA PRKN PRPF19 PTPN22 RIPK2 RNF115 RNF126 RNF135 RNF152 RNF168 RNF186 RNF213 RNF4 RNF5 RNF8 SASH1 STUB1 TRAF1 TRAF2 TRAF3 TRAF3IP2 TRAF5 TRAF6 TRIM21 TRIM27 TRIM31 TRIM5 TRIM56 UBE2B UBE2D4 UBE2E2 UBE2E3 UBE2G1 UBE2N UBE2NL UBE2O UBE2S UBE2T UBE2V1 UBE2V2 WWP2 XIAP ZFP91 ZNF598 GOBP_PROTEIN_K6_LINKED_UBIQUITINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_K6_LINKED_UBIQUITINATION BARD1 BRCA1 PRKN RNF4 RNF6 UBE2D3 UBE2D4 UBE2J2 UBE2S UBE2T WDR24 GOBP_PROTEIN_KINASE_A_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_KINASE_A_SIGNALING ADGRV1 ADIPOQ ADISSP ADRB2 AIP AKAP12 AKAP5 AKAP6 AKAP7 CALCR EDN1 EDNRA EZR FSHR GAL GCG IAPP LCP1 LRRK2 MC1R MIF MROH2B MYOM1 PDE4A PJA2 PRKACA PRKACB PRKACG RAB13 RAMP3 RDX SCN11A SFN SPATC1L TCIM TCP11 TCP11X1 TTN GOBP_PROTEIN_KINASE_C_ACTIVATING_G_PROTEIN_COUPLED_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_KINASE_C_ACTIVATING_G_PROTEIN_COUPLED_RECEPTOR_SIGNALING_PATHWAY ADORA2A AZU1 BDKRB1 CHRM1 CISH DGKA DGKB DGKD DGKE DGKG DGKH DGKI DGKK DGKQ DGKZ EDN1 F2R GAP43 GRM5 HCRT HTR1B HTR2B IL2 PARD3 PICK1 PLPP1 PRKD3 GOBP_PROTEIN_KINASE_C_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_KINASE_C_SIGNALING ADGRG1 ADGRV1 ADRA1A AKAP12 ANKRD1 AVP AZU1 CD40 CSRP3 DGKD DGKG DGKQ FIBIN FLOT1 FLT4 GPD1L HTR2B MAS1 MC1R MYADM PDGFB PLEK PLVAP PRKCH PRKCZ PRSS33 SEZ6 SEZ6L SEZ6L2 SPHK2 ULK4 VEGFA WNK4 WNT11 WNT5A GOBP_PROTEIN_LINEAR_POLYUBIQUITINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_LINEAR_POLYUBIQUITINATION PRKN RBCK1 RNF31 SHARPIN XIAP GOBP_PROTEIN_LIPID_COMPLEX_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_LIPID_COMPLEX_ASSEMBLY ABCA1 ABCA7 ACSL3 APOA1 APOA2 APOA4 APOB APOC1 APOC3 APOE APOM BIN1 CIDEB DGAT1 FECH LCAT LPCAT3 MFSD2A MIR144 MTTP NR1H2 PCDHGA3 PLAGL2 PRKACA PRKACB PRKACG SNX9 SOAT1 SOAT2 ZDHHC8 GOBP_PROTEIN_LIPID_COMPLEX_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_LIPID_COMPLEX_ORGANIZATION ABCA1 ABCA5 ABCA7 ABCG1 ACSL3 AGT AGTR1 APOA1 APOA2 APOA4 APOA5 APOB APOC1 APOC2 APOC3 APOE APOM BIN1 CETP CIDEB DGAT1 FECH FURIN LCAT LIPC LIPG LPCAT3 LPL MFSD2A MIR144 MPO MTTP NR1H2 NR1H4 PCDHGA3 PCSK5 PCSK6 PLA2G10 PLA2G2A PLA2G2E PLA2G3 PLA2G5 PLA2G7 PLAGL2 PLTP PON1 PRKACA PRKACB PRKACG SCARB1 SNX9 SOAT1 SOAT2 ZDHHC8 GOBP_PROTEIN_LIPOYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_LIPOYLATION GCSH LIPT1 LIPT2 NDUFAB1 NNAT GOBP_PROTEIN_LOCALIZATION_TO_ADHERENS_JUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_LOCALIZATION_TO_ADHERENS_JUNCTION ACTB DLG5 MPP7 SCRIB TJP1 VCL GOBP_PROTEIN_LOCALIZATION_TO_AXON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_LOCALIZATION_TO_AXON ANK3 CNTN2 CNTNAP1 CNTNAP2 COPE EPB41L3 MAL TRIM46 UGT8 GOBP_PROTEIN_LOCALIZATION_TO_BASOLATERAL_PLASMA_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_LOCALIZATION_TO_BASOLATERAL_PLASMA_MEMBRANE AP4M1 CACNG2 CAV1 LIN7A LIN7B LIN7C PDZD11 RAB10 GOBP_PROTEIN_LOCALIZATION_TO_BICELLULAR_TIGHT_JUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_LOCALIZATION_TO_BICELLULAR_TIGHT_JUNCTION ACTG1 CDH5 F11R FLNA TJP1 GOBP_PROTEIN_LOCALIZATION_TO_CELL_CELL_JUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_LOCALIZATION_TO_CELL_CELL_JUNCTION ACTB ACTG1 ARHGEF18 CDH5 CGNL1 DLG5 DSP F11R FLNA ILDR1 JAK1 LSR MAPK9 MPP7 PAK2 PECAM1 SCRIB TJP1 TJP2 TJP3 VCL ZDHHC7 GOBP_PROTEIN_LOCALIZATION_TO_CELL_CORTEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_LOCALIZATION_TO_CELL_CORTEX EPB41 EPB41L2 EZR GNAI1 GPSM2 MISP NUBP1 NUMA1 PLK1 PPP1R9B SAPCD2 GOBP_PROTEIN_LOCALIZATION_TO_CELL_JUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_LOCALIZATION_TO_CELL_JUNCTION ABHD17B ACTB ACTG1 ADAM10 ARHGAP44 ARHGEF18 ASIC2 BAIAP2 BSN C1QL2 C1QL3 CACNG2 CACNG3 CACNG7 CDH5 CDK5 CGNL1 CLSTN1 CLSTN3 CPLX1 DAG1 DLG1 DLG2 DLG4 DLG5 DSP DVL1 ERBB2 ERBB4 F11R FERMT2 FLNA GHSR GPC4 GPC6 GRIN2A GRIN2C GRIP1 GRIP2 GRIPAP1 HEG1 HOMER1 HRAS HSPB1 ILDR1 IQSEC2 JAK1 JAM3 KIF3A KIF5A KIF5B KIF5C LAMTOR2 LAMTOR3 LGI1 LHFPL4 LRRC7 LRRTM1 LSR MAP1A MAPK8IP3 MAPK9 MAPT MARVELD3 MPP4 MPP7 NECTIN1 NECTIN3 NETO1 NETO2 NLGN1 NLGN2 NPHS1 NPTX1 NRXN1 NRXN2 NSG1 OGT PAK2 PCLO PECAM1 PRKCZ RAB11A RAB27B RAB8A RAP1A RAPSN RELN SCRIB SHANK1 SLITRK3 SNAP25 STAU1 STAU2 STX1B STX3 TAMALIN TJP1 TJP2 TJP3 VCL VPS35 WNT5A WNT7A ZDHHC12 ZDHHC15 ZDHHC2 ZDHHC7 GOBP_PROTEIN_LOCALIZATION_TO_CELL_LEADING_EDGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_LOCALIZATION_TO_CELL_LEADING_EDGE CORO1B EDNRA OCLN RAB13 RIPOR2 GOBP_PROTEIN_LOCALIZATION_TO_CELL_PERIPHERY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_LOCALIZATION_TO_CELL_PERIPHERY ABCA12 ABCA2 ABI3 ACSL3 ACTB ACTN2 ADAM10 ADIPOQ AFDN AGR2 AKAP5 AKT1 AKT2 AMN ANK1 ANK2 ANK3 AP2M1 AP4M1 APPL1 AR ARF6 ARFRP1 ARHGAP44 ARHGEF16 ARL13A ARL13B ARL3 ARL6IP5 ASB3 ATP1B1 ATP1B3 ATP2B4 ATP2C1 ATP2C2 ATP6AP1 BAG4 BBIP1 BBS1 BBS2 BCL2L1 BLZF1 BSG C1QL2 C1QL3 C2CD5 CACNB2 CACNB3 CACNG2 CACNG3 CACNG7 CAV1 CAV3 CCDC88A CD81 CDH1 CDH2 CDK5 CIB1 CLASP2 CLIP3 CLN3 CLSTN1 CLTC CNPY4 CNST CPLX1 CRB3 CSK CSRP3 DAB2 DAG1 DCHS1 DENND4C DLG1 DLG4 DPP10 DPP6 EFCAB7 EFR3A EFR3B EGFR EHD1 EHD2 EHD3 EHD4 EIF4G1 EMP2 EPB41 EPB41L2 EPB41L3 EPHA2 EPHA3 EPHB2 ERBB2 ERBB4 EXOC5 EZR F11R FCHO2 FGF13 FLNA FLOT1 FLOT2 FRMD8 FYB1 FYB2 GAK GAS6 GBP1 GCC2 GGA1 GGA2 GGA3 GHSR GNAI1 GOLGA4 GOLGA7 GOLPH3 GOLPH3L GORASP1 GORASP2 GPC4 GPC6 GPER1 GPR158 GPSM2 GRIN2A GRIN2C GRIP1 GRIP2 GRIPAP1 HECTD1 HRAS HYCC1 HYCC2 IFNG IFT20 IFT80 IKBKB INPP5K INS IQSEC2 ITGA3 ITGB1 ITGB1BP1 JUP KCNB1 KCNB2 KCNIP3 KCNIP4 KIF13A KIF5B KRT18 LAMA5 LARGE1 LDLRAP1 LGALS3 LGI1 LHFPL4 LIN7A LIN7B LIN7C LRP1 LRP6 LRRC15 LRRC7 LYPD1 LYPLA1 LZTFL1 MACF1 MAL MAP7 MIR223 MISP MMP14 MRAP MRAP2 MYADM MYL12A MYO5A NECTIN3 NETO1 NETO2 NHERF1 NHERF2 NHERF4 NHLRC1 NKD2 NPTX1 NSF NSG1 NUBP1 NUMA1 NUMB OGT OPTN P2RY1 PACS1 PACS2 PACSIN1 PALM PALS1 PDPK1 PDZD11 PDZK1 PDZK1P1 PGRMC1 PHAF1 PIAS1 PICALM PID1 PIGW PIK3R1 PIK3R2 PIP5K1A PKDCC PKP2 PKP3 PLEKHF1 PLK1 PLS1 PPFIA1 PPIL2 PPP1R9B PPP2R5A PRAM1 PREPL PRKCE PRKCH PRKCI PRKCZ PRKG2 PRNP PRPH2 PSMD10 PTCH1 PTPN9 RAB10 RAB11A RAB11FIP2 RAB12 RAB13 RAB26 RAB29 RAB31 RAB34 RAB38 RAB3A RAB3B RAB3C RAB3D RAB40A RAB40AL RAB40B RAB40C RAB7A RAB8A RAB8B RABEP1 RACK1 RAMP1 RAMP2 RAMP3 RANGRF RAP1A RAP2A RAPGEF2 RAPGEF6 RAPSN RDX RER1 RHBDF2 RHOG RHOQ RILPL1 RILPL2 ROCK1 ROCK2 RSC1A1 S100A10 SAPCD2 SCN3B SCRIB SEC16A SEC23A SIRT6 SKAP1 SLC1A1 SLC4A1 SLMAP SMURF1 SNAP25 SNCA SORBS1 SORL1 SPTBN1 SPTBN4 SQSTM1 STAC STAC2 STAC3 STX1B STX3 STX4 STX7 STX8 STXBP1 SYS1 TAMALIN TESC TGFB1 TMBIM1 TMED2 TMEM150A TMEM59 TMEM88 TNF TNFRSF1A TNIK TPBG TRARG1 TREM2 TSPAN14 TSPAN15 TSPAN33 TSPAN5 TTC7A TTC7B TTC8 TUB UMOD VAMP2 VAMP3 VAMP5 VAMP8 VIL1 VPS35 VPS4A VTI1B WDR19 WDR72 WNK1 WNK3 WNK4 WNT3A ZDHHC2 ZDHHC22 ZDHHC23 ZDHHC3 ZDHHC5 ZDHHC7 ZDHHC8 ZFYVE27 GOBP_PROTEIN_LOCALIZATION_TO_CELL_SURFACE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_LOCALIZATION_TO_CELL_SURFACE ABCA12 ABCA2 ABCA7 ACTN2 AKT1 ANGPT1 ANK2 AP3B1 ARF6 ASTN2 BDNF CAV3 CD177 CD247 COMMD1 CTNNB1 EGF EMP2 EPHB2 ERBB4 FBLN5 FCN1 FGF10 FGF7 FLNA GBF1 GGA1 GGA2 GGA3 GOPC GPD1L GPIHBP1 GPM6B HFE HSP90AB1 JAM3 KCNAB2 LEPROT LRIG2 MAP1A MESD MIR520B MIR520E NEDD4L NLGN2 PICALM PRRT1 PTPRK PTPRU RAB11A RAB11B RAB11FIP5 RANGRF RIC3 SNX33 STX3 STX4 TAX1BP3 TM9SF4 TMEM35A TNF TOR1A TYROBP UNC50 USP4 VCL VPS54 WNT11 GOBP_PROTEIN_LOCALIZATION_TO_CENP_A_CONTAINING_CHROMATIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_LOCALIZATION_TO_CENP_A_CONTAINING_CHROMATIN CENPA H2AC4 H2AC8 H2BC11 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 GOBP_PROTEIN_LOCALIZATION_TO_CHROMATIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_LOCALIZATION_TO_CHROMATIN APLF CDK9 CENPA CHMP7 CTCFL ESCO2 ESR1 EZH2 FAM47E H1-5 H2AC4 H2AC8 H2BC11 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 JARID2 LEF1 LEMD2 LNCPRESS1 LRWD1 MACROH2A1 MACROH2A2 MCM8 MCM9 MMS22L MRNIP MSH2 NIPBL PARP1 PIAS4 PLK1 PPHLN1 RAD21 RNF4 RUVBL2 SETD2 SGF29 SIRT6 SPI1 TASOR TONSL VCP VCPIP1 VRK1 WAPL WBP2 ZMYND8 GOBP_PROTEIN_LOCALIZATION_TO_CHROMOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_LOCALIZATION_TO_CHROMOSOME ACD APLF ATR ATRX AURKB BOD1 BRCA2 BUB1B BUB3 CCT2 CCT3 CCT4 CCT5 CCT6A CCT7 CCT8 CDK1 CDK9 CENPA CENPQ CHAMP1 CHMP7 CTCF CTCFL DKC1 ESCO2 ESR1 EZH2 FAM47E GNL3 GNL3L H1-5 H2AC4 H2AC8 H2BC11 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HASPIN IFFO1 IK JARID2 KNL1 KNTC1 LEF1 LEMD2 LNCPRESS1 LRWD1 MACROH2A1 MACROH2A2 MCM8 MCM9 MMS22L MRNIP MSH2 MTBP NABP2 NIPBL PARP1 PARP3 PIAS4 PINX1 PLK1 POT1 PPHLN1 RAD21 RB1 RCC2 RNF4 RPA1 RPA2 RUVBL2 SETD2 SGF29 SIRT6 SLF1 SLF2 SMC5 SPDL1 SPDYA SPI1 SPIDR SPO11 TASOR TCP1 TERF1 TERF2 TERF2IP TERT TINF2 TNKS TNKS2 TONSL TPP1 TRAPPC12 TTK VCP VCPIP1 VRK1 WAPL WBP2 WRAP53 XRCC4 XRCC5 ZMYND8 ZNF827 ZW10 ZWILCH GOBP_PROTEIN_LOCALIZATION_TO_CHROMOSOME_CENTROMERIC_REGION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_LOCALIZATION_TO_CHROMOSOME_CENTROMERIC_REGION AURKB BOD1 BUB1B BUB3 CDK1 CENPA CENPQ CHAMP1 CTCF H2AC4 H2AC8 H2BC11 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HASPIN IK JARID2 KNL1 KNTC1 MTBP RB1 RCC2 SMC5 SPDL1 TRAPPC12 TTK ZW10 ZWILCH GOBP_PROTEIN_LOCALIZATION_TO_CHROMOSOME_TELOMERIC_REGION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_LOCALIZATION_TO_CHROMOSOME_TELOMERIC_REGION ACD ATR ATRX BRCA2 CCT2 CCT3 CCT4 CCT5 CCT6A CCT7 CCT8 DKC1 GNL3 GNL3L MACROH2A1 NABP2 PINX1 POT1 SPDYA TCP1 TERF1 TERF2 TERF2IP TERT TINF2 TNKS TNKS2 TPP1 WRAP53 XRCC5 ZNF827 GOBP_PROTEIN_LOCALIZATION_TO_CILIARY_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_LOCALIZATION_TO_CILIARY_MEMBRANE ARL13A ARL13B ARL3 BBIP1 EFCAB7 GGA1 IFT80 LZTFL1 RAB29 RABEP1 TUB WDR19 GOBP_PROTEIN_LOCALIZATION_TO_CILIARY_TRANSITION_ZONE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_LOCALIZATION_TO_CILIARY_TRANSITION_ZONE CC2D2A CC2D2B MAPK15 NPHP4 SPATA7 TCTN1 TCTN2 TMEM107 GOBP_PROTEIN_LOCALIZATION_TO_CILIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_LOCALIZATION_TO_CILIUM ARF4 ARL13A ARL13B ARL3 ARL6 ASAP1 ATP6V1D BBIP1 BBS1 BBS4 BBS9 CC2D2A CC2D2B CCDC39 CCDC66 CCDC88A CDK20 CFAP58 CROCC CSNK1D DNAAF11 DNAH11 DYNC2H1 DZIP1 DZIP1L EFCAB7 EHD1 ENTR1 FAM149B1 FSIP2 GAS8 GDI2 GFY GGA1 GSK3B IFT122 IFT140 IFT20 IFT80 INPP5E INVS LZTFL1 MAPK15 NPHP4 ODAD4 PCARE RAB11A RAB11FIP3 RAB29 RAB8A RABEP1 ROM1 ROPN1 ROPN1B SNX10 SPATA7 TBC1D32 TCTN1 TCTN2 TMEM107 TTC21A TTC21B TTC26 TUB TULP1 TULP2 TULP3 WDR19 WDR35 ZDHHC3 ZMYND10 ZNF423 GOBP_PROTEIN_LOCALIZATION_TO_CONDENSED_CHROMOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_LOCALIZATION_TO_CONDENSED_CHROMOSOME AURKB BUB3 CDK1 CENPQ CHAMP1 IK KNL1 KNTC1 MTBP RCC2 SPDL1 TRAPPC12 TTK ZW10 ZWILCH GOBP_PROTEIN_LOCALIZATION_TO_CYTOPLASMIC_STRESS_GRANULE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_LOCALIZATION_TO_CYTOPLASMIC_STRESS_GRANULE DCP1A DDX1 DDX3X DHX9 PAK1 SSB TIA1 YBX1 GOBP_PROTEIN_LOCALIZATION_TO_CYTOSKELETON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_LOCALIZATION_TO_CYTOSKELETON ABHD17A ABHD17B ABHD17C ABL1 APC AURKA BBS4 BICD1 C2CD3 CCDC14 CEP131 CEP192 CEP250 CEP350 CEP72 CEP83 CHAMP1 CRIPT CSNK1D DCTN2 DIAPH1 DISC1 DVL1 FAM83D FAM83H GAS2L1 GAS2L2 GOLGB1 GSK3B HNRNPU HOOK3 HTR2A KIAA0753 KIF20B KLHL21 MAP1A MAPRE1 MAPRE2 MAPRE3 MARK4 MCPH1 MID1 MID2 NSFL1C NUDCD3 NUMA1 NUP62 PARD6A PCM1 PIBF1 PPP1R9B RAB11A RAB11FIP3 SNX10 SPAG5 STIL TTBK2 TTK UBXN2B GOBP_PROTEIN_LOCALIZATION_TO_EARLY_ENDOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_LOCALIZATION_TO_EARLY_ENDOSOME DTX3L EGF EZR LRRC7 MGAT3 MSN NF2 NRP1 RDX ROCK2 SCRIB SORL1 GOBP_PROTEIN_LOCALIZATION_TO_ENDOPLASMIC_RETICULUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_LOCALIZATION_TO_ENDOPLASMIC_RETICULUM AKT1 ANK2 ANKRD13C BAG6 BCAP29 BCAP31 BHLHE40-AS1 BTF3 CHMP4A CHMP4B CRYZL2P-SEC16B DDRGK1 EDEM1 FREY1 GABARAPL2 GBF1 GET3 GET4 GJD2-DT GLP1R GPAA1 HERPUD1 HSPA5 INSIG1 INSIG2 KDELR1 KDELR2 KDELR3 LOC101929130 LRRK2 MAN1A1 MIA3 OS9 PDIA2 PPP1R15A RAB10 RAB3GAP1 RAB3GAP2 RER1 RN7SL1 RN7SL2 RN7SL3 RTN4 RYR2 SEC16A SEC16B SEC61A1 SEC61A2 SEC61B SEC61G SEC62 SEC63 SGTA SGTB SNAP25-AS1 SPCS1 SPCS2 SPCS3 SRP14 SRP19 SRP54 SRP68 SRP72 SRP9 SRPRA SRPRB SSR3 TRAM1 TRAM1L1 TRAM2 TTC9-DT UBAC2 UBL4A VAPA VPS54 ZFAND2A ZFAND2B GOBP_PROTEIN_LOCALIZATION_TO_ENDOPLASMIC_RETICULUM_EXIT_SITE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_LOCALIZATION_TO_ENDOPLASMIC_RETICULUM_EXIT_SITE BCAP29 BCAP31 CRYZL2P-SEC16B GBF1 LRRK2 MIA3 SEC16A SEC16B GOBP_PROTEIN_LOCALIZATION_TO_ENDOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_LOCALIZATION_TO_ENDOSOME ABHD17A ABHD17B ABHD17C AKAP11 ANKRD13A ARF6 DTX3L EGF EZR LRRC7 MGAT3 MICALL1 MSN NF2 NRP1 PACSIN2 RAB35 RCSD1 RDX ROCK2 SCRIB SORL1 TMEM30A TOLLIP VPS35 WASHC2A WASHC2C GOBP_PROTEIN_LOCALIZATION_TO_EXTRACELLULAR_REGION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_LOCALIZATION_TO_EXTRACELLULAR_REGION AACS ABAT ABCA1 ABCA12 ABCC8 ABCG1 ACHE ACSL4 ACVR1C ACVR2B ADAM8 ADAM9 ADCY5 ADCY8 ADCYAP1 ADORA2A ADRA2A ADTRP AFM ALOX5 ANG ANKRD1 ANO1 ANXA1 AP1B1 AP1G1 AP1M2 AP1S1 APBB1 APBB3 APOE ARF6 ARFGAP3 ARFIP1 ARL4D ATP13A2 BAD BAIAP3 BLK BLOC1S3 BLOC1S6 BMAL1 BMP6 BMP8A BRSK2 C1QTNF12 C1QTNF3 C1QTNF5 C2CD2L CAMK2G CANX CAPN10 CARTPT CASR CAVIN1 CBLN1 CBLN4 CCDC186 CCL5 CCN3 CD200 CD2AP CD33 CD38 CDK16 CELA2A CER1 CFTR CHGA CHRM3 CLOCK CLTRN CNR1 COMP COPG1 COPG2 CPLX1 CPLX3 CPT1A CTAGE1 CTAGE15 CTAGE4 CTAGE6 CTAGE8 CTAGE9 CYB5R4 CYP51A1 DAND5 DNAJC1 DNM1L DOC2B DPH3 DRD2 DRD3 DRD4 EDNRB EFNA5 EIPR1 ENSA ENY2 EPHA5 ERP29 EXPH5 F2 F2R F2RL1 F2RL2 FAM3B FAM3D FBN1 FBN2 FFAR1 FFAR2 FGA FGB FGG FKBP1B FOXA2 FOXO1 FRMD4A G6PC2 GAL GCG GCK GHRL GHSR GIP GIPR GLUD1 GNA11 GNAZ GNPTAB GOLPH3 GOLPH3L GPER1 GPLD1 GPR119 GPR27 GPR68 GSDMD HADH HCAR2 HIF1A HLA-DRB1 HMGCR HNF1A HNF1B HNF4A IER3IP1 IFNG IGF1 IL12A IL12B IL13 IL1A IL1B IL1RN IL6 ILDR2 INHBB INS IRS1 IRS2 ISL1 ITPR1 JAGN1 JAK2 KCNA5 KCNB1 KCNJ11 KCNJ8 KCNN4 KLF7 KRT20 LEP LLGL1 LLGL2 LRP5 LRRC8A LTBP1 LTBP2 M6PR MAFA MC4R MCU MIA2 MIA3 MICOS10-NBL1 MIDN MIR146A MIR199A1 MIR199B MIR19A MIR19B1 MIR29B1 MIR30C1 MIR766 MIR93 MON1A MPC2 MTNR1B MTTP MYH10 MYO18A MYOM1 MYRIP NADK NAGPA NBL1 NDUFAF2 NECAB3 NEO1 NEUROD1 NKX6-1 NLGN2 NNAT NOS2 NR0B2 NR1D1 NR1H2 NR1H3 NR1H4 NRROS OLFM2 OPRM1 OR51E2 ORAI1 OSBP P2RX7 P3H1 PAFAH1B1 PARD6A PARK7 PCK2 PCLO PCSK1 PCSK5 PDE8B PDIA4 PDX1 PER2 PFKFB2 PFKL PFKM PICK1 PIM3 PLA2G1B PLA2G6 PLCB1 PLEK PORCN PPARG PPIA PPID PPP3CA PPP3CB PPY PREB PRF1 PRKACA PRKAR1A PRKCB PRKCE PRKN PSMD9 PTPN11 PTPN23 PTPRN PTPRN2 RAB11B RAB11FIP1 RAB11FIP2 RAB11FIP3 RAB11FIP5 RAB12 RAB13 RAB3A RAB3B RAB3C RAB3D RAB8A RAB8B RAF1 RAP1GDS1 RAPGEF4 RBM4 RBP4 RCN3 REST RFX3 RFX6 RHBDD3 RHBDF1 RHBDF2 RIMS2 RPH3AL RSAD2 SAA1 SCG2 SEC24A SEL1L SELENOT SERGEF SERP1 SFRP1 SIDT2 SIRT3 SIRT4 SIRT6 SLC12A2 SLC16A1 SLC25A22 SLC2A2 SLC30A8 SLC4A8 SLC8B1 SLC9B2 SMAD2 SNAP25 SNCG SNX19 SOX4 SREBF1 SRI SSTR5 STEAP3 STX1A STX4 STXBP3 STXBP4 STXBP5 STXBP5L SUCNR1 SVBP SYBU SYT4 SYT7 SYTL4 TACR2 TANGO2 TANGO6 TARDBP TCF7L2 TCIRG1 TFAP2B TGFB1 TGFB2 TGFB3 TIAM1 TLR2 TLR4 TM7SF3 TMED10 TMED2 TMEM132A TMEM167A TNF TREM2 TRH TRPM4 TTN TUNAR TVP23A TVP23B TVP23C UBE2Q1 UCN3 UCP2 UNC13B UQCC2 VEGFC VGF VIP VPS35 VSNL1 WLS ZBED6 GOBP_PROTEIN_LOCALIZATION_TO_GOLGI_APPARATUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_LOCALIZATION_TO_GOLGI_APPARATUS ARFRP1 ARL1 ARL5A ARL5B ARL5C BICD2 COG7 CSNK1D GAK GBF1 GBP5 GCC2 GOLPH3 IFT20 LACRT OBSL1 OPTN PACS1 PAQR3 RAB33B RAB6A RAB6B RIPOR1 SORL1 SYS1 TMED10 VPS13A VPS13C VPS13D ZDHHC15 GOBP_PROTEIN_LOCALIZATION_TO_GOLGI_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_LOCALIZATION_TO_GOLGI_MEMBRANE ARL5A ARL5B ARL5C RAB6A RAB6B GOBP_PROTEIN_LOCALIZATION_TO_LYSOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_LOCALIZATION_TO_LYSOSOME AKT1 AP3B1 AP3D1 AP3M1 AP4M1 ATG14 ATP13A2 BECN1 CACNG2 CACNG3 CACNG4 CACNG5 CACNG7 CACNG8 CD81 CLU GCC2 GGA3 GLMP GNPTAB GNPTG GPR137B HGS HSPA8 KICS2 KPTN LAMP2 LAMTOR1 LAMTOR4 LAMTOR5 LAPTM5 LHCGR LMBRD1 M6PR MEAK7 MFSD1 NAGPA NCOA4 NDP NEDD4 PIK3C3 PIK3R4 PXK RAB7A RNF128 ROCK2 RRAGA RRAGC RTN4 SCARB2 SH3BP4 SNX16 SORL1 SORT1 SZT2 VPS4A VPS53 VPS54 WASH3P ZFYVE16 GOBP_PROTEIN_LOCALIZATION_TO_MEMBRANE_RAFT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_LOCALIZATION_TO_MEMBRANE_RAFT ATP1B1 CAV1 CD24 CYP46A1 FLOT2 MYADM REEP2 RFTN1 UMOD ZDHHC2 GOBP_PROTEIN_LOCALIZATION_TO_MICROTUBULE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_LOCALIZATION_TO_MICROTUBULE ABHD17A ABHD17B ABHD17C ABL1 CHAMP1 CRIPT DIAPH1 DVL1 GAS2L1 GAS2L2 HNRNPU KIF20B MAP1A MAPRE1 MAPRE2 MAPRE3 MID1 MID2 TTBK2 GOBP_PROTEIN_LOCALIZATION_TO_MICROTUBULE_ORGANIZING_CENTER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_LOCALIZATION_TO_MICROTUBULE_ORGANIZING_CENTER APC AURKA BBS4 BICD1 C2CD3 CCDC14 CEP131 CEP192 CEP250 CEP350 CEP72 CEP83 CSNK1D DCTN2 DISC1 GOLGB1 GSK3B HOOK3 KIAA0753 MAPRE1 MARK4 MCPH1 NSFL1C NUDCD3 NUMA1 NUP62 PARD6A PCM1 PIBF1 RAB11A RAB11FIP3 SNX10 SPAG5 STIL UBXN2B GOBP_PROTEIN_LOCALIZATION_TO_MITOCHONDRION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_LOCALIZATION_TO_MITOCHONDRION ABLIM3 ADCY10 AGK AIFM1 AIP AKT1 AP3B1 ARIH2 ATG13 ATP5IF1 BAG4 BAP1 BAX BBC3 BCAP31 BCS1L BID BNIP3L C11orf65 CHCHD4 COX18 CSNK2A2 DDIT3 DNAJA1 DNAJC15 DNAJC19 DNLZ DNM1L FBXO7 FBXW7 FIS1 FKBP8 FZD5 GDAP1 GRPEL1 GRPEL2 GSK3A GZMB HAX1 HK1 HK2 HPS4 HSP90AA1 HSPA1L HSPA4 HSPD1 HTRA2 HUWE1 IMMP1L IMMP2L ISG15 LEPROT LMAN1 LRRK2 MAIP1 MAPK8 MAPT MARCHF5 MAVS MFF MFN2 MGARP MICALL2 MIPEP MOAP1 MTCH1 MTCH2 MTERF4 MTX1 MTX2 NDUFA13 NMT1 NPEPPS OXA1L PAM16 PARL PDCD5 PINK1 PITRM1 PMPCA PMPCB PRKAA1 PRKN RAC2 RALA RHOU RNF186 RNF31 ROMO1 SAE1 SAMM50 SARM1 SH3GLB1 SIAH3 SIRT4 SREBF1 SREBF2 TIMM10 TIMM10B TIMM13 TIMM17A TIMM17B TIMM21 TIMM22 TIMM23 TIMM23B TIMM29 TIMM44 TIMM50 TIMM8A TIMM8B TIMM9 TOMM20 TOMM20L TOMM22 TOMM34 TOMM40 TOMM40L TOMM5 TOMM6 TOMM7 TOMM70 TRMT10B TSPO UBE2D3 UBE2J2 UBE2L3 UBL4B UBL5 USP36 VPS11 GOBP_PROTEIN_LOCALIZATION_TO_NON_MOTILE_CILIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_LOCALIZATION_TO_NON_MOTILE_CILIUM ARL13A ARL13B BBIP1 BBS4 GFY IFT80 PCARE ROM1 SPATA7 TTC21B TUB TULP1 ZDHHC3 GOBP_PROTEIN_LOCALIZATION_TO_NUCLEAR_BODY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_LOCALIZATION_TO_NUCLEAR_BODY CCT2 CCT3 CCT4 CCT5 CCT6A CCT7 CCT8 DKC1 LARP7 MEPCE TCP1 WRAP53 GOBP_PROTEIN_LOCALIZATION_TO_NUCLEAR_ENVELOPE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_LOCALIZATION_TO_NUCLEAR_ENVELOPE INTS13 LMNA LMNB1 LMNB2 NUP155 NUP54 NUTF2 OSBPL8 PLK1 SUMO1 TMEM147 TOR1AIP1 TOR1AIP2 GOBP_PROTEIN_LOCALIZATION_TO_NUCLEOLUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_LOCALIZATION_TO_NUCLEOLUS BYSL CACNB4 GLUL MCRS1 NMD3 NOL8 NOP53 NPM1 NVL PINX1 POLR1A RAN RPF2 RRP7A RRS1 TERT UTP25 WRN GOBP_PROTEIN_LOCALIZATION_TO_NUCLEOPLASM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_LOCALIZATION_TO_NUCLEOPLASM CCT2 CCT3 CCT4 CCT5 CCT6A CCT7 CCT8 DKC1 LARP7 MEPCE NOP53 TBRG1 TCP1 WRAP53 GOBP_PROTEIN_LOCALIZATION_TO_NUCLEUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_LOCALIZATION_TO_NUCLEUS ABCA7 ABRA AKIRIN2 AKT1 ANGPT1 APOD APPL1 APPL2 ARL2 ARL2BP ATF2 ATP13A2 BAG3 BANP BARD1 BBS4 BCL3 BMP4 BYSL CABP1 CACNB4 CALR CARD10 CBLB CCT2 CCT3 CCT4 CCT5 CCT6A CCT7 CCT8 CD2AP CD36 CDH1 CDK1 CDK5 CDK5RAP3 CDKN1A CHCHD10 CHP1 CHP2 CIZ1 CLDN18 CNEP1R1 COL1A1 CREBBP CRY2 CSE1L CTDNEP1 CTNNA1 DCLK1 DCLK2 DKC1 DMAP1 DNAJB6 DRD1 DTX3L DVL1 E2F3 ECT2 EFCAB7 EIF2AK3 EIF4ENIF1 ELAVL1 EP300 F2 FAM53A FAM53B FAM53C FBXO4 FERMT1 FERMT2 FGF9 FLCN FLNA FYN GBP2 GCKR GLI3 GLIS2 GLUL GSK3B HCLS1 HDAC3 HDGF HEATR3 HHEX HIKESHI HNRNPU HSP90AA1 HYAL2 IFNG IL33 ILRUN ING1 INS INTS13 IPO11 IPO13 IPO4 IPO5 IPO7 IPO8 IPO9 JAK1 JAK2 JUP KAT7 KCNQ3 KPNA1 KPNA2 KPNA3 KPNA4 KPNA5 KPNA6 KPNA7 KPNB1 LAMTOR5 LARP7 LATS1 LATS2 LEP LILRB4 LIMK2 LMNA LMNB1 LMNB2 LRRK2 LZTS2 MAGED1 MAPK14 MARK3 MAVS MCRS1 MDFIC MDM2 MED1 MEPCE MFHAS1 MMP12 MORC3 MSX1 MTOR NF1 NF2 NFKBIA NGFR NMD3 NOL8 NOP53 NOTCH1 NPAP1 NPM1 NR5A1 NUAK2 NUP107 NUP133 NUP153 NUP155 NUP188 NUP214 NUP35 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 NUTF2 NVL ORMDL3 OSBPL8 OTUD7B PAF1 PARK7 PARP1 PARP9 PHB2 PIK3R1 PIK3R2 PIKFYVE PIN1 PINX1 PKIA PKIG PLK1 PLRG1 PML POLA2 POLR1A POM121 POM121B POM121C POM121L2 PPP1R10 PPP3CA PPP3CB PPP3R1 PRICKLE1 PRKCD PRKD1 PSEN1 PTGS2 PTTG1IP PYGO1 PYHIN1 RAB23 RAN RANBP17 RANBP2 RANBP6 RANGAP1 RANGRF RAP1GDS1 RASSF5 RBM22 RGPD1 RGPD2 RGPD3 RGPD4 RGPD5 RGPD6 RGPD8 RPAIN RPF2 RPL11 RPL23 RRP7A RRS1 SEC13 SESN2 SHH SIN3A SIRT6 SIX1 SIX2 SIX4 SKP1 SMAD3 SMO SNUPN SOX9 SP100 SPG11 SPRN SQSTM1 SRC STAT3 STK11 STK3 STK4 SUFU SUMO1 SUMO3 SUMO4 SUN1 SUN2 SUPT7L SYK SYNE1 TAF3 TAF8 TARDBP TBRG1 TCF7L2 TCP1 TERT TESK1 TFRC TGFB1 TMCO6 TMEM147 TMEM98 TNPO1 TNPO2 TNPO3 TOPORS TOR1A TOR1AIP1 TOR1AIP2 TOR1B TP53 TPR TRAF3IP2 TRIM28 TRIM29 TRIM40 TRIM8 TSC2 TXN TXNIP TYK2 UBR5 UFM1 UTP25 WRAP53 WRN WWTR1 XPA XPO1 YAP1 YWHAE YWHAZ ZBTB16 ZBTB7A ZC3H12A ZIC1 ZPR1 GOBP_PROTEIN_LOCALIZATION_TO_ORGANELLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_LOCALIZATION_TO_ORGANELLE ABCA7 ABHD17A ABHD17B ABHD17C ABL1 ABLIM3 ABRA ACD ADAM10 ADCY10 AGK AIFM1 AIP AKAP11 AKIRIN2 AKT1 ANGPT1 ANK2 ANKRD13A ANKRD13C AP3B1 AP3D1 AP3M1 AP4M1 APC APLF APOD APPL1 APPL2 ARF4 ARF6 ARFRP1 ARIH2 ARL1 ARL13A ARL13B ARL2 ARL2BP ARL3 ARL5A ARL5B ARL5C ARL6 ASAP1 ATF2 ATG13 ATG14 ATP13A2 ATP5IF1 ATP6V1D ATR ATRX AUP1 AURKA AURKB BAG3 BAG4 BAG6 BANP BAP1 BARD1 BAX BBC3 BBIP1 BBS1 BBS2 BBS4 BBS9 BCAP29 BCAP31 BCL3 BCS1L BECN1 BHLHE40-AS1 BICD1 BICD2 BID BMP4 BNIP3L BOD1 BRCA2 BTF3 BUB1B BUB3 BYSL C11orf65 C1QL2 C1QL3 C2CD3 CABP1 CACNB4 CACNG2 CACNG3 CACNG4 CACNG5 CACNG7 CACNG8 CALR CAMLG CARD10 CBL CBLB CC2D2A CC2D2B CCDC14 CCDC39 CCDC47 CCDC66 CCDC88A CCT2 CCT3 CCT4 CCT5 CCT6A CCT7 CCT8 CD2AP CD36 CD68 CD81 CDH1 CDK1 CDK20 CDK5 CDK5RAP3 CDK9 CDKN1A CENPA CENPQ CEP131 CEP192 CEP250 CEP350 CEP68 CEP72 CEP83 CFAP58 CHAMP1 CHCHD10 CHCHD4 CHGA CHMP4A CHMP4B CHMP7 CHP1 CHP2 CIZ1 CLDN18 CLU CNEP1R1 CNGB1 CNTLN COG3 COG7 COL1A1 COX18 CPE CREBBP CRIPT CROCC CRY2 CRYZL2P-SEC16B CSE1L CSNK1D CSNK2A2 CSRP3 CTCF CTCFL CTDNEP1 CTNNA1 DAG1 DCLK1 DCLK2 DCP1A DCTN2 DDIT3 DDRGK1 DDX1 DDX3X DHX9 DIAPH1 DISC1 DKC1 DLG1 DLG4 DMAP1 DNAAF11 DNAH11 DNAJA1 DNAJB6 DNAJC15 DNAJC19 DNLZ DNM1L DRD1 DTX3L DVL1 DYNC2H1 DZIP1 DZIP1L E2F3 ECT2 EDEM1 EFCAB7 EGF EHD1 EIF2AK3 EIF4ENIF1 ELAVL1 EMC1 EMC10 EMC2 EMC3 EMC4 EMC6 EMC7 EMC8 EMC9 ENTR1 EP300 ERBB2 ERBB4 ESCO2 ESR1 EZH2 EZR F2 FAM149B1 FAM47E FAM53A FAM53B FAM53C FAM83D FAM83H FBXO4 FBXO7 FBXW7 FERMT1 FERMT2 FGF9 FIS1 FKBP8 FLCN FLNA FREY1 FSIP2 FYN FZD5 GABARAPL2 GAK GAS2L1 GAS2L2 GAS8 GBF1 GBP1 GBP2 GBP5 GCC2 GCKR GDAP1 GDI2 GET1 GET3 GET4 GFY GGA1 GGA3 GHSR GJD2-DT GLI3 GLIS2 GLMP GLP1R GLUL GNL3 GNL3L GNPTAB GNPTG GOLGB1 GOLPH3 GPAA1 GPC4 GPC6 GPR137B GRPEL1 GRPEL2 GRXCR2 GSK3A GSK3B GZMB H1-5 H2AC4 H2AC8 H2BC11 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HACL1 HASPIN HAX1 HCLS1 HDAC3 HDGF HEATR3 HERPUD1 HGS HHEX HIKESHI HK1 HK2 HNRNPU HOOK3 HPS4 HRAS HSP90AA1 HSPA1L HSPA4 HSPA5 HSPA8 HSPD1 HTR2A HTRA2 HUWE1 HYAL2 IFFO1 IFNG IFT122 IFT140 IFT20 IFT80 IK IL10RA IL33 ILRUN IMMP1L IMMP2L ING1 INPP5E INS INSIG1 INSIG2 INTS13 INTU INVS IPO11 IPO13 IPO4 IPO5 IPO7 IPO8 IPO9 IQSEC2 IRGM ISG15 JAK1 JAK2 JARID2 JUP KAT7 KCNQ3 KDELR1 KDELR2 KDELR3 KIAA0753 KICS2 KIF20B KLHL21 KNL1 KNTC1 KPNA1 KPNA2 KPNA3 KPNA4 KPNA5 KPNA6 KPNA7 KPNB1 KPTN LACRT LAMP1 LAMP2 LAMP3 LAMP5 LAMTOR1 LAMTOR4 LAMTOR5 LAPTM5 LARP7 LATS1 LATS2 LEF1 LEMD2 LEP LEPROT LGI1 LHCGR LHFPL4 LILRB4 LIMK2 LMAN1 LMBRD1 LMNA LMNB1 LMNB2 LNCPRESS1 LOC101929130 LONP2 LRRC7 LRRK2 LRSAM1 LRWD1 LZTFL1 LZTS2 M6PR MACROH2A1 MACROH2A2 MAGED1 MAIP1 MAN1A1 MAP1A MAPK14 MAPK15 MAPK8 MAPRE1 MAPRE2 MAPRE3 MAPT MARCHF5 MARK3 MARK4 MAVS MCM8 MCM9 MCPH1 MCRS1 MDFIC MDM2 MEAK7 MED1 MEPCE MFF MFHAS1 MFN2 MFSD1 MGARP MGAT3 MIA3 MICALL1 MICALL2 MID1 MID2 MIPEP MMGT1 MMP12 MMS22L MOAP1 MON1A MON1B MORC3 MRNIP MSH2 MSN MSX1 MTBP MTCH1 MTCH2 MTERF4 MTOR MTX1 MTX2 MVB12A NABP2 NAGPA NCLN NCOA4 NDP NDUFA13 NEDD4 NETO1 NETO2 NEURL1B NEURL3 NF1 NF2 NFKBIA NGFR NIPBL NMD3 NMT1 NOL8 NOMO1 NOMO2 NOMO3 NOP53 NOTCH1 NPAP1 NPEPPS NPHP4 NPM1 NPTX1 NR5A1 NRP1 NSFL1C NUAK2 NUDCD3 NUMA1 NUP107 NUP133 NUP153 NUP155 NUP188 NUP214 NUP35 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 NUTF2 NVL OBSCN OBSL1 ODAD4 OGT OPTN ORMDL3 OS9 OSBPL8 OTUD7B OXA1L PACS1 PACSIN2 PAF1 PAK1 PAM16 PAQR3 PARD6A PARK7 PARL PARP1 PARP3 PARP9 PAX6 PCARE PCM1 PDCD5 PDIA2 PEX1 PEX10 PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX5L PEX6 PEX7 PHB2 PIAS4 PIBF1 PIK3C3 PIK3R1 PIK3R2 PIK3R4 PIKFYVE PIN1 PINK1 PINX1 PITRM1 PKIA PKIG PLK1 PLRG1 PML PMPCA PMPCB POLA2 POLR1A POM121 POM121B POM121C POM121L2 POT1 PPHLN1 PPP1R10 PPP1R15A PPP1R9B PPP3CA PPP3CB PPP3R1 PRICKLE1 PRKAA1 PRKAA2 PRKACA PRKCD PRKCZ PRKD1 PRKN PSEN1 PTGS2 PTPN23 PTTG1IP PXK PYGO1 PYHIN1 RAB10 RAB11A RAB11FIP3 RAB23 RAB29 RAB33B RAB35 RAB3GAP1 RAB3GAP2 RAB5IF RAB6A RAB6B RAB7A RAB8A RAB8B RABEP1 RAC2 RAD21 RALA RAN RANBP17 RANBP2 RANBP6 RANGAP1 RANGRF RAP1A RAP1GDS1 RAPSN RASSF5 RB1 RBM22 RCC2 RCSD1 RDX RER1 RGPD1 RGPD2 RGPD3 RGPD4 RGPD5 RGPD6 RGPD8 RHOU RIPOR1 RN7SL1 RN7SL2 RN7SL3 RNF128 RNF186 RNF31 RNF4 ROCK2 ROM1 ROMO1 ROPN1 ROPN1B RPA1 RPA2 RPAIN RPF2 RPL11 RPL23 RRAGA RRAGC RRP7A RRS1 RTN4 RUVBL2 RYR2 SAE1 SAMM50 SARM1 SCARB2 SCG3 SCRIB SEC13 SEC16A SEC16B SEC61A1 SEC61A2 SEC61B SEC61G SEC62 SEC63 SESN2 SETD2 SGF29 SGTA SGTB SH3BP4 SH3GLB1 SHH SIAH3 SIN3A SIRT4 SIRT6 SIX1 SIX2 SIX4 SKP1 SLF1 SLF2 SMAD3 SMC5 SMO SMURF1 SNAP25-AS1 SNF8 SNUPN SNX10 SNX16 SORL1 SORT1 SOX9 SP100 SPAG5 SPATA7 SPCS1 SPCS2 SPCS3 SPDL1 SPDYA SPG11 SPI1 SPIDR SPO11 SPRN SQSTM1 SRC SREBF1 SREBF2 SRGN SRP14 SRP19 SRP54 SRP68 SRP72 SRP9 SRPRA SRPRB SSB SSR3 STAM STAM2 STAT3 STIL STK11 STK3 STK4 SUFU SUMO1 SUMO3 SUMO4 SUN1 SUN2 SUPT7L SYK SYNE1 SYS1 SYT11 SZT2 TAF3 TAF8 TARDBP TASOR TBC1D32 TBRG1 TCF7L2 TCIRG1 TCP1 TCTN1 TCTN2 TERF1 TERF2 TERF2IP TERT TESK1 TFRC TGFB1 TIA1 TIMM10 TIMM10B TIMM13 TIMM17A TIMM17B TIMM21 TIMM22 TIMM23 TIMM23B TIMM29 TIMM44 TIMM50 TIMM8A TIMM8B TIMM9 TINF2 TMCO1 TMCO6 TMED10 TMED2 TMEM107 TMEM147 TMEM30A TMEM98 TNFAIP3 TNKS TNKS2 TNPO1 TNPO2 TNPO3 TOLLIP TOMM20 TOMM20L TOMM22 TOMM34 TOMM40 TOMM40L TOMM5 TOMM6 TOMM7 TOMM70 TONSL TOPORS TOR1A TOR1AIP1 TOR1AIP2 TOR1B TP53 TPP1 TPR TRAF3IP2 TRAM1 TRAM1L1 TRAM2 TRAPPC12 TRIM28 TRIM29 TRIM37 TRIM40 TRIM8 TRMT10B TSC2 TSG101 TSPAN10 TSPAN17 TSPO TTBK2 TTC21A TTC21B TTC26 TTC9-DT TTK TUB TULP1 TULP2 TULP3 TXN TXNIP TYK2 UBAC2 UBAP1 UBE2D3 UBE2J2 UBE2L3 UBL4A UBL4B UBL5 UBR5 UBXN2B UFM1 UMOD USP36 USP9X UTP25 VAPA VCP VCPIP1 VPS11 VPS13A VPS13C VPS13D VPS25 VPS28 VPS35 VPS36 VPS37A VPS37B VPS37C VPS37D VPS41 VPS4A VPS53 VPS54 VPS8 VRK1 WAPL WASH3P WASHC2A WASHC2C WBP2 WDR19 WDR35 WDR83OS WNK1 WRAP53 WRN WWTR1 XPA XPO1 XRCC4 XRCC5 YAP1 YBX1 YWHAE YWHAZ ZBTB16 ZBTB7A ZC3H12A ZDHHC15 ZDHHC3 ZDHHC5 ZFAND2A ZFAND2B ZFAND6 ZFYVE16 ZIC1 ZMYND10 ZMYND8 ZNF423 ZNF827 ZPR1 ZW10 ZWILCH GOBP_PROTEIN_LOCALIZATION_TO_PERINUCLEAR_REGION_OF_CYTOPLASM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_LOCALIZATION_TO_PERINUCLEAR_REGION_OF_CYTOPLASM AKTIP FHIP1A FHIP1B HOOK1 HOOK2 HOOK3 RNF26 SEPTIN14 SQSTM1 GOBP_PROTEIN_LOCALIZATION_TO_PHAGOPHORE_ASSEMBLY_SITE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_LOCALIZATION_TO_PHAGOPHORE_ASSEMBLY_SITE ARFIP2 ATG13 ATG16L1 ATG4B ATG4D ATG9A ATG9B LRBA MFN2 PACS2 PIK3C3 STX17 WDR45 WDR45B WIPI1 WIPI2 GOBP_PROTEIN_LOCALIZATION_TO_PHOTORECEPTOR_OUTER_SEGMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_LOCALIZATION_TO_PHOTORECEPTOR_OUTER_SEGMENT BBS4 PCARE ROM1 SPATA7 TUB TULP1 ZDHHC3 GOBP_PROTEIN_LOCALIZATION_TO_PLASMA_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_LOCALIZATION_TO_PLASMA_MEMBRANE ABCA12 ABI3 ACSL3 ACTB ACTN2 ADIPOQ AFDN AGR2 AKAP5 AKT1 AKT2 AMN ANK1 ANK2 ANK3 AP2M1 APPL1 AR ARF6 ARFRP1 ARHGAP44 ARHGEF16 ARL6IP5 ASB3 ATP1B1 ATP1B3 ATP2B4 ATP2C1 ATP2C2 ATP6AP1 BAG4 BBS1 BBS2 BCL2L1 BLZF1 BSG C2CD5 CACNB2 CACNB3 CAV3 CCDC88A CD81 CDH1 CDH2 CDK5 CIB1 CLASP2 CLIP3 CLN3 CLTC CNPY4 CNST CRB3 CSK CSRP3 DAB2 DCHS1 DENND4C DLG1 DPP10 DPP6 EFR3A EFR3B EGFR EHD1 EHD2 EHD3 EHD4 EMP2 EPB41L3 EPHA2 EPHA3 EPHB2 EXOC5 EZR F11R FCHO2 FGF13 FLNA FLOT1 FLOT2 FRMD8 FYB1 FYB2 GAK GAS6 GBP1 GCC2 GGA1 GGA2 GGA3 GOLGA4 GOLGA7 GOLPH3 GOLPH3L GORASP1 GORASP2 GPER1 GPR158 GRIP1 GRIP2 GRIPAP1 HECTD1 HYCC1 HYCC2 IFNG IFT20 IKBKB INPP5K INS ITGA3 ITGB1 ITGB1BP1 JUP KCNB1 KCNB2 KCNIP3 KCNIP4 KIF13A KIF5B KRT18 LAMA5 LARGE1 LDLRAP1 LGALS3 LRP1 LRP6 LRRC15 LRRC7 LYPD1 LYPLA1 MACF1 MAP7 MIR223 MMP14 MRAP MRAP2 MYL12A MYO5A NECTIN3 NHERF1 NHERF2 NHERF4 NHLRC1 NKD2 NSF NSG1 NUMB OPTN P2RY1 PACS1 PACS2 PACSIN1 PALM PALS1 PDPK1 PDZK1 PDZK1P1 PGRMC1 PHAF1 PICALM PID1 PIGW PIK3R1 PIK3R2 PIP5K1A PKDCC PKP2 PKP3 PLEKHF1 PLS1 PPFIA1 PPIL2 PPP1R9B PPP2R5A PRAM1 PREPL PRKCE PRKCH PRKCI PRKCZ PRKG2 PRNP PRPH2 PSMD10 PTCH1 PTPN9 RAB10 RAB11A RAB11FIP2 RAB12 RAB13 RAB26 RAB31 RAB34 RAB3A RAB3B RAB3C RAB3D RAB40A RAB40AL RAB40B RAB40C RAB7A RAB8A RAB8B RACK1 RAMP1 RAMP2 RAMP3 RANGRF RAP1A RAP2A RAPGEF2 RAPGEF6 RDX RER1 RHBDF2 RHOG RHOQ RILPL1 RILPL2 ROCK1 ROCK2 RSC1A1 S100A10 SCN3B SCRIB SEC16A SEC23A SIRT6 SKAP1 SLC4A1 SLMAP SMURF1 SORBS1 SORL1 SPTBN1 SPTBN4 SQSTM1 STAC STAC2 STAC3 STX3 STX4 STX7 STX8 STXBP1 SYS1 TAMALIN TESC TGFB1 TMBIM1 TMED2 TMEM150A TMEM59 TMEM88 TNF TNFRSF1A TNIK TPBG TRARG1 TREM2 TSPAN14 TSPAN15 TSPAN33 TSPAN5 TTC7A TTC7B TTC8 VAMP2 VAMP3 VAMP5 VAMP8 VIL1 VPS35 VPS4A VTI1B WDR72 WNK1 WNK3 WNK4 WNT3A ZDHHC2 ZDHHC22 ZDHHC23 ZDHHC3 ZDHHC5 ZDHHC7 ZDHHC8 ZFYVE27 GOBP_PROTEIN_LOCALIZATION_TO_PLASMA_MEMBRANE_RAFT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_LOCALIZATION_TO_PLASMA_MEMBRANE_RAFT ATP1B1 CAV1 FLOT2 MYADM UMOD GOBP_PROTEIN_LOCALIZATION_TO_POSTSYNAPSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_LOCALIZATION_TO_POSTSYNAPSE ADAM10 ARHGAP44 C1QL2 C1QL3 CACNG2 CACNG3 CACNG7 CLSTN1 CPLX1 DAG1 DLG1 DLG4 ERBB2 ERBB4 GHSR GPC4 GPC6 GRIN2A GRIN2C GRIP1 GRIP2 GRIPAP1 HRAS IQSEC2 LGI1 LHFPL4 LRRC7 NETO1 NETO2 NPTX1 NSG1 OGT PRKCZ RAB11A RAB8A RAP1A RAPSN SCRIB SNAP25 STX1B STX3 TAMALIN VPS35 ZDHHC15 ZDHHC2 GOBP_PROTEIN_LOCALIZATION_TO_PRESYNAPSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_LOCALIZATION_TO_PRESYNAPSE DLG2 DVL1 HSPB1 KIF5A KIF5B KIF5C MAP1A MAPK8IP3 NETO1 RAB27B WNT7A GOBP_PROTEIN_LOCALIZATION_TO_SITE_OF_DOUBLE_STRAND_BREAK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_LOCALIZATION_TO_SITE_OF_DOUBLE_STRAND_BREAK IFFO1 PARP3 SIRT6 SLF1 SLF2 XRCC4 GOBP_PROTEIN_LOCALIZATION_TO_SYNAPSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_LOCALIZATION_TO_SYNAPSE ABHD17B ADAM10 ARHGAP44 ASIC2 BAIAP2 BSN C1QL2 C1QL3 CACNG2 CACNG3 CACNG7 CDK5 CLSTN1 CLSTN3 CPLX1 DAG1 DLG1 DLG2 DLG4 DVL1 ERBB2 ERBB4 GHSR GPC4 GPC6 GRIN2A GRIN2C GRIP1 GRIP2 GRIPAP1 HOMER1 HRAS HSPB1 IQSEC2 KIF5A KIF5B KIF5C LGI1 LHFPL4 LRRC7 LRRTM1 MAP1A MAPK8IP3 MAPT MPP4 NETO1 NETO2 NLGN1 NLGN2 NPHS1 NPTX1 NRXN1 NRXN2 NSG1 OGT PCLO PRKCZ RAB11A RAB27B RAB8A RAP1A RAPSN RELN SCRIB SHANK1 SLITRK3 SNAP25 STAU1 STAU2 STX1B STX3 TAMALIN VPS35 WNT5A WNT7A ZDHHC12 ZDHHC15 ZDHHC2 GOBP_PROTEIN_LOCALIZATION_TO_VACUOLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_LOCALIZATION_TO_VACUOLE AKT1 AP3B1 AP3D1 AP3M1 AP4M1 ATG14 ATP13A2 BECN1 CACNG2 CACNG3 CACNG4 CACNG5 CACNG7 CACNG8 CD81 CLU GBP1 GCC2 GGA3 GLMP GNPTAB GNPTG GPR137B HGS HSPA8 IRGM KICS2 KPTN LAMP2 LAMTOR1 LAMTOR4 LAMTOR5 LAPTM5 LHCGR LMBRD1 M6PR MEAK7 MFSD1 MON1A MON1B MVB12A NAGPA NCOA4 NDP NEDD4 PIK3C3 PIK3R4 PTPN23 PXK RAB7A RNF128 ROCK2 RRAGA RRAGC RTN4 SCARB2 SH3BP4 SH3GLB1 SMURF1 SNF8 SNX16 SORL1 SORT1 SQSTM1 STAM STAM2 SZT2 TNFAIP3 TSG101 UBAP1 UMOD VPS13A VPS13C VPS13D VPS25 VPS28 VPS36 VPS37A VPS37B VPS37C VPS37D VPS41 VPS4A VPS53 VPS54 VPS8 WASH3P ZFYVE16 GOBP_PROTEIN_MATURATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_MATURATION AANAT AASDHPPT ACE ACE2 ACP4 ACTMAP ADAM10 ADAM17 ADAM19 ADAM8 ADAMTS13 ADAMTS2 ADAMTS3 AEBP1 AFG3L2 AHSA1 AHSA2P AHSP AIP ALG12 ANGPTL8 ANP32E ANXA2 APCS APH1A APH1B APLF APOH ARL2 ASPH ASPRV1 ASRGL1 ASTL ATF6 ATP23 ATP6AP2 ATP7B B2M BACE1 BACE2 BAD BAG1 BAG2 BAG3 BAG4 BAG5 BAK1 BCHE BCL2L12 BMP1 BOLA2 BOLA2B BOLA3 C1R C1RL C2CD3 CALR CALR3 CANX CAPN2 CARD16 CARD18 CARD8 CASP1 CASP10 CASP2 CASP3 CASP4 CASP6 CASP7 CASP8 CASP9 CAST CCBE1 CCDC47 CCS CCT2 CCT3 CCT4 CCT5 CCT6A CCT6B CCT7 CCT8 CCT8L1P CCT8L2 CD5L CD74 CDC37 CDC37L1 CDK20 CHAC1 CHCHD4 CHORDC1 CIAO1 CIAO2A CIAO2B CIDEB CISD1 CISD3 CLEC3B CLGN CLN3 CLN5 CLPX CLU CMA1 CNTN2 COMP CORIN CPA3 CPB2 CPD CPE CPLANE2 CPM CPN1 CPXM1 CPXM2 CPZ CREBBP CRTAP CRYAA CRYAB CSNK2A1 CST7 CTSE CTSG CTSH CTSL CTSS CTSZ CUZD1 CWC27 CYFIP2 DDI2 DFFA DHCR24 DHH DHPS DISP1 DNAJA1 DNAJA2 DNAJA3 DNAJA4 DNAJB1 DNAJB11 DNAJB12 DNAJB13 DNAJB14 DNAJB2 DNAJB3 DNAJB4 DNAJB5 DNAJB6 DNAJB7 DNAJB8 DNAJC1 DNAJC10 DNAJC18 DNAJC19 DNAJC2 DNAJC21 DNAJC24 DNAJC25 DNAJC3 DNAJC4 DNAJC5 DNAJC7 DNLZ DOHH DPP4 DUOXA2 DYNC2H1 ECE1 ECE2 ECEL1 EEF1AKMT4-ECE2 ENGASE ENO1 ENPEP ENTPD5 EP300 ERO1A ERO1B ERP27 ERP29 ERP44 F11 F12 F13A1 F13B F3 F7 F8 F9 FADD FAM111A FBLN1 FGA FGB FGG FKBP10 FKBP11 FKBP1A FKBP1B FKBP2 FKBP4 FKBP5 FKBP6 FKBP8 FKBP9 FKRP FLNA FURIN FUT10 FXN GAK GALNT2 GAS1 GCSH GGT1 GGT2P GLG1 GLI3 GLRX3 GLRX5 GP1BA GP1BB GP5 GP9 GRIN2A GRN GRPEL1 GRPEL2 GSN GZMA GZMB H2BC1 HGFAC HJV HM13 HPN HSP90AA1 HSP90AA2P HSP90AA4P HSP90AA5P HSP90AB1 HSP90AB2P HSP90AB3P HSP90AB4P HSP90B1 HSP90B2P HSPA13 HSPA14 HSPA1A HSPA1B HSPA1L HSPA2 HSPA4 HSPA4L HSPA5 HSPA6 HSPA7 HSPA8 HSPA9 HSPB1 HSPB2 HSPB6 HSPBP1 HSPD1 HSPE1 HSPH1 HTRA2 HYOU1 HYPK IFI16 IFT172 IFT52 IHH IKBKB IL1R2 IMMP1L IMMP2L INPP5B ISCA1 ISCA2 ITGB3 KAT2B KEL KHSRP KLK1 KLK13 KLK6 KLKB1 LDLRAD3 LGMN LIPT1 LIPT2 LMAN1 LMAN2L LMF1 LMF2 LONP2 LRRK2 LTBP4 LTO1 LYRM7 MAFB MAGEA3 MAGEF1 MASP1 MBOAT4 MBTPS1 MBTPS2 MDM2 MELTF MEP1A MESD METAP1 METAP2 MIPEP MKKS MME MMEL1 MMP14 MMP16 MMS19 MOGS MPDU1 MYH9 MYRF MYRFL NAA10 NAA11 NAA15 NAA16 NAA20 NAA25 NAA30 NAA35 NAA50 NAA60 NAA80 NAGLU NCSTN NDUFAB1 NFU1 NFYC NGLY1 NKD2 NKTR NLRC4 NLRP3 NLRP7 NNAT NOL3 NPPA NPPB NPPC NUDC NUDCD2 NUDCD3 OGT OMA1 P2RX7 P3H1 P4HB PARL PARP1 PCSK1 PCSK1N PCSK2 PCSK4 PCSK5 PCSK6 PCSK7 PCSK9 PDCD5 PDCL2 PDCL3 PDIA2 PDIA3 PDIA4 PDIA5 PDIA6 PDILT PDRG1 PERP PEX19 PFDN1 PFDN2 PFDN4 PFDN5 PFDN6 PGK1 PHEX PIDD1 PISD PITRM1 PLA2G7 PLAT PLAU PLAUR PLGRKT PMPCA PMPCB POFUT2 PPIA PPIAL4A PPIAL4C PPIAL4D PPIAL4E PPIAL4F PPIAL4G PPIAL4H PPIB PPIC PPID PPIE PPIF PPIG PPIH PPIL1 PPIL2 PPIL3 PPIL6 PRCP PRDX4 PRKACA PRKACB PRNP PRPH2 PRSS12 PRSS3 PRSS37 PSEN1 PSEN2 PSENEN PTCH1 PTGES3 PTGES3L QSOX1 QSOX2 RANBP2 RAP1GDS1 RASAL2 RCE1 REN RFX4 RHBDD1 RIC3 RIPK2 RNF123 RNF139 RP2 RPS6KA2 RUNX1 RUVBL2 S100A10 SACS SCG5 SDE2 SDF2 SDF2L1 SEC11A SEC11B SEC11C SELENOF SERPINE1 SERPINE2 SERPINF2 SERPINH1 SHH SIL1 SIRT4 SLC30A5 SLC30A8 SNAPIN SNRNP70 SNX12 SORL1 SOX4 SPCS1 SPCS2 SPCS3 SPG7 SPON1 SPPL3 SPRTN SRC SRGN ST13 STOML2 STUB1 TASP1 TBC1D10A TBCA TBCB TBCC TBCD TBCE TBCEL TCP1 TESC TFR2 THBD THBS1 TLL1 TLL2 TMEM208 TMEM260 TMEM98 TMPRSS12 TMPRSS2 TMPRSS4 TNP1 TNP2 TOR1A TOR1B TOR2A TRAP1 TSPAN14 TSPAN15 TSPAN33 TSPAN5 TTC1 TTC4 TXNDC5 TYSND1 UBAC1 UGGT1 UMOD UNC45A UNC45B USP17L2 VAPA VBP1 VSIR WDR83OS WFS1 WIPF1 XIAP XPNPEP3 YAE1 YIPF5 YME1L1 ZMPSTE24 ZMYND10 ZNG1E GOBP_PROTEIN_MATURATION_BY_4FE_4S_CLUSTER_TRANSFER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_MATURATION_BY_4FE_4S_CLUSTER_TRANSFER BOLA3 CIAO2A CIAO2B GLRX5 ISCA2 LTO1 YAE1 GOBP_PROTEIN_MATURATION_BY_IRON_SULFUR_CLUSTER_TRANSFER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_MATURATION_BY_IRON_SULFUR_CLUSTER_TRANSFER BOLA2 BOLA2B BOLA3 CIAO1 CIAO2A CIAO2B CISD1 CISD3 GLRX3 GLRX5 ISCA1 ISCA2 LTO1 MAGEF1 MMS19 NFU1 YAE1 GOBP_PROTEIN_MATURATION_BY_PROTEIN_FOLDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_MATURATION_BY_PROTEIN_FOLDING AIP CALR CHCHD4 ERO1A FKBP1A FKBP1B PRDX4 WFS1 GOBP_PROTEIN_METHYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_METHYLATION ANTKMT ASH1L ASH2L ATPSCKMT AUTS2 BAZ2A BHMT CARM1 CSKMT DOT1L EEF1AKMT1 EEF1AKMT2 EEF1AKMT3 EEF2KMT EHMT1 EHMT2 ETF1 ETFBKMT FAM86B1 FAM86B2 FAM98A FAM98B GCG GSPT1 HCFC1 ICMT KANSL1 KANSL2 KANSL3 KAT8 KMT2A KMT2B KMT5A LCMT1 MCRS1 MECP2 METTL18 METTL21A METTL21C METTL21EP METTL22 N6AMT1 NDUFAF7 NELFA NELFE NTMT1 NTMT2 OGT PCMT1 PHF20 PRDM12 PRDM14 PRMT1 PRMT2 PRMT5 PRMT6 PRMT7 PRMT8 RAB6A RBBP5 SETBP1 SETD1A SETD1B SETD2 SETD3 SETD4 SETD6 SETD7 SETDB1 SETDB2 SMARCA5 SMYD1 SMYD2 SMYD3 SNRPB SNRPD3 TRMT112 VCPKMT WDR5 WDR5B GOBP_PROTEIN_MODIFICATION_BY_SMALL_PROTEIN_CONJUGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_MODIFICATION_BY_SMALL_PROTEIN_CONJUGATION ABCB11 ABL1 ADGRB1 AIMP2 AKT1 AKTIP AMBRA1 AMER1 AMFR ANAPC1 ANAPC10 ANAPC11 ANAPC13 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 ANGPT1 ANKIB1 ANKRD9 APPBP2 AREL1 ARIH1 ARIH2 ARNT ARRB1 ARRB2 ARRDC1 ARRDC3 ARRDC4 ASB1 ASB10 ASB11 ASB12 ASB13 ASB14 ASB15 ASB16 ASB17 ASB18 ASB2 ASB3 ASB4 ASB5 ASB6 ASB7 ASB8 ASB9 ATG10 ATG3 ATG5 ATG7 AXIN1 BAG2 BAG5 BARD1 BCL10 BCL11A BCL2 BEX1 BEX2 BEX3 BEX4 BFAR BIRC2 BIRC3 BIRC6 BIRC7 BIRC8 BMI1 BRAP BRCA1 BSPRY BTBD1 BTRC C10orf90 CAMLG CAND1 CAND2 CAPN3 CAV1 CBFB CBL CBLB CBLC CBLL1 CBLL2 CBX4 CCAR1 CCNB1IP1 CCNF CDC14B CDC16 CDC20 CDC23 CDC26 CDC27 CDC34 CDCA3 CDK5 CDK5RAP3 CENPS CENPX CEP63 CHFR CHP1 CISH CNOT4 COMMD1 COP1 COPS2 COPS3 COPS4 COPS5 COPS6 COPS7A COPS7B COPS8 COPS9 CRBN CRY1 CTNNB1 CTU1 CTU2 CUL1 CUL2 CUL3 CUL4A CUL4B CUL5 CUL7 CUL9 DAW1 DAXX DCAF1 DCAF10 DCAF11 DCAF12 DCAF13 DCAF15 DCAF16 DCAF17 DCAF4 DCAF5 DCAF6 DCAF7 DCAF8 DCST1 DCUN1D1 DCUN1D2 DCUN1D3 DCUN1D4 DCUN1D5 DDA1 DDB1 DDB2 DDRGK1 DDX3X DERL1 DET1 DNAJA1 DNAJB2 DTL DTX1 DTX2 DTX3 DTX3L DTX4 DZIP3 E4F1 EGR1 EGR2 EID3 EIPR1 ELOB ELOC ENC1 EPAS1 ERCC8 EYA1 FAM107A FANCI FANCL FANCM FBH1 FBXL12 FBXL15 FBXL17 FBXL2 FBXL21P FBXL22 FBXL3 FBXL5 FBXL7 FBXO10 FBXO11 FBXO2 FBXO22 FBXO24 FBXO25 FBXO28 FBXO3 FBXO30 FBXO31 FBXO32 FBXO33 FBXO38 FBXO4 FBXO43 FBXO45 FBXO5 FBXO6 FBXO7 FBXO9 FBXW11 FBXW5 FBXW7 FBXW8 FEM1A FEM1B FEM1C FOXF2 FSCB FYN FZR1 G2E3 GABARAP GAN GCLC GMCL2 GNL3 GNL3L GPS1 GPS2 GSK3A GSK3B GTPBP4 HACE1 HDAC3 HDAC4 HDAC7 HDAC8 HECTD1 HECTD2 HECTD3 HECTD4 HECW1 HECW2 HERC1 HERC2 HERC2P3 HERC3 HERC4 HERC5 HERC6 HERPUD1 HIF1A HLTF HMG20A HMG20B HSP90AA1 HSP90AB1 HSPA1A HSPA1B HSPA5 HSPBP1 HUWE1 IFI27 IFIH1 INAVA IRF2BP1 IRF2BPL ISG15 ITCH IVNS1ABP JADE2 KBTBD13 KBTBD2 KBTBD6 KBTBD7 KBTBD8 KCTD10 KCTD11 KCTD13 KCTD21 KCTD6 KCTD9 KDM1A KEAP1 KIAA1586 KLHDC1 KLHDC10 KLHDC2 KLHDC3 KLHL10 KLHL12 KLHL13 KLHL15 KLHL17 KLHL18 KLHL2 KLHL20 KLHL21 KLHL22 KLHL24 KLHL25 KLHL3 KLHL36 KLHL40 KLHL41 KLHL42 KLHL7 KLHL8 KLHL9 LAPTM5 LIMK1 LMO7 LNX1 LRR1 LRRC41 LRRK2 LRSAM1 LTN1 LZTR1 MAD2L1 MAD2L2 MAGEA2 MAGEA2B MAGEC2 MAGEF1 MAGEL2 MALT1 MAPK9 MARCHF1 MARCHF10 MARCHF11 MARCHF2 MARCHF3 MARCHF4 MARCHF5 MARCHF6 MARCHF6-DT MARCHF7 MARCHF8 MARCHF9 MARVELD3 MDM2 MDM4 MED1 MED10 MED11 MED12 MED17 MED18 MED21 MED27 MED30 MED31 MED6 MED7 MED8 MEFV MGRN1 MIB1 MIB2 MID2 MINAR1 MIR101-1 MIR138-1 MKRN1 MKRN2 MKRN3 MKRN4P MOCS3 MSL2 MTA1 MTBP MUL1 MYCBP2 MYLIP N4BP1 NAE1 NDFIP1 NDFIP2 NDP NEDD4 NEDD4L NEDD8 NEURL1 NEURL1B NEURL2 NEURL3 NEUROD2 NFATC2IP NFE2L2 NFX1 NHLRC1 NHLRC3 NMI NOD2 NPM1 NSMCE1 NSMCE2 NSMCE3 NSMCE4A NUB1 NXN OBI1 OGT OS9 OTULIN PARK7 PARP10 PAXIP1 PCGF3 PCGF5 PCGF6 PCMTD1 PCNP PDCD6 PDZRN3 PEF1 PELI1 PELI2 PELI3 PER2 PEX10 PEX12 PEX2 PHF23 PHRF1 PIAS1 PIAS2 PIAS3 PIAS4 PIN1 PINK1 PINX1 PJA2 PLAA PLK1 PML PPIA PPIL2 PPP1R11 PRAME PRAMEF6 PRAMEF9 PRICKLE1 PRKCE PRKCG PRKN PRMT3 PRPF19 PSMD10 PTEN PTPN22 PTTG1IP RAB40A RAB40AL RAB40B RAB40C RACK1 RAD18 RAG1 RANBP2 RANGAP1 RASD2 RASSF5 RBBP6 RBCK1 RBX1 RC3H1 RC3H2 RCHY1 RELA RFFL RFPL1 RFPL2 RFPL3 RFPL4A RFPL4AL1 RFPL4B RFWD3 RING1 RIPK2 RLIM RMND5A RNF10 RNF103 RNF11 RNF111 RNF112 RNF113A RNF114 RNF115 RNF121 RNF122 RNF123 RNF125 RNF126 RNF128 RNF13 RNF130 RNF133 RNF135 RNF138 RNF139 RNF14 RNF141 RNF144A RNF144B RNF146 RNF149 RNF151 RNF152 RNF157 RNF166 RNF167 RNF168 RNF169 RNF170 RNF180 RNF181 RNF182 RNF183 RNF185 RNF186 RNF187 RNF19A RNF19B RNF2 RNF20 RNF208 RNF212 RNF212B RNF213 RNF216 RNF217 RNF220 RNF223 RNF225 RNF227 RNF25 RNF26 RNF31 RNF34 RNF38 RNF39 RNF4 RNF40 RNF41 RNF43 RNF44 RNF5 RNF6 RNF7 RNF8 RNFT1 RPGR RPL11 RPL23 RPL5 RPS2 RPS27A RPS3 RPS7 RUSC1 RWDD3 SAE1 SASH1 SDE2 SENP1 SENP2 SENP5 SENP6 SEPTIN4 SH3RF1 SH3RF2 SH3RF3 SHARPIN SHPRH SIAH1 SIAH2 SIRT1 SIRT7 SKP1 SKP2 SLF1 SLF2 SMAD7 SMC5 SMC6 SMURF1 SMURF2 SOCS1 SOCS2 SOCS3 SOCS4 SOCS5 SOCS6 SOCS7 SOX4 SPHK1 SPOP SPOPL SPRTN SPRY2 SPSB1 SPSB2 SPSB3 SPSB4 SQSTM1 STUB1 STX1A SUMO1 SUMO1P1 SUMO2 SUMO3 SUMO4 SVBP SYVN1 TAF1 TBC1D7 TCF25 TGFBR1 TICAM1 TMEM129 TNFAIP1 TNFAIP3 TNKS TNKS2 TOLLIP TOPORS TRAF1 TRAF2 TRAF3 TRAF3IP2 TRAF5 TRAF6 TRAF7 TRAIP TRIB3 TRIM10 TRIM11 TRIM13 TRIM14 TRIM15 TRIM17 TRIM2 TRIM21 TRIM22 TRIM23 TRIM24 TRIM25 TRIM26 TRIM27 TRIM28 TRIM3 TRIM31 TRIM32 TRIM33 TRIM34 TRIM35 TRIM37 TRIM38 TRIM39 TRIM4 TRIM40 TRIM41 TRIM43 TRIM43B TRIM44 TRIM47 TRIM48 TRIM49 TRIM49B TRIM49C TRIM49D1 TRIM49D2 TRIM5 TRIM50 TRIM51 TRIM51G TRIM52 TRIM54 TRIM55 TRIM56 TRIM58 TRIM59 TRIM6 TRIM60 TRIM61 TRIM62 TRIM63 TRIM64 TRIM64B TRIM64C TRIM65 TRIM68 TRIM69 TRIM7 TRIM71 TRIM72 TRIM73 TRIM74 TRIM75 TRIM77 TRIM8 TRIM9 TRIML1 TRIML2 TRIP12 TRPC4AP TRPM4 TSPAN17 TSPO TSPYL5 TTC3 TTC36 TULP4 U2AF2 UBA1 UBA2 UBA3 UBA5 UBA52 UBA6 UBA7 UBAC1 UBB UBC UBD UBE2A UBE2B UBE2C UBE2D1 UBE2D2 UBE2D3 UBE2D4 UBE2E1 UBE2E2 UBE2E3 UBE2F UBE2G1 UBE2G2 UBE2H UBE2I UBE2J1 UBE2J2 UBE2K UBE2L3 UBE2L5 UBE2L6 UBE2M UBE2N UBE2NL UBE2O UBE2Q1 UBE2Q2 UBE2QL1 UBE2R2 UBE2S UBE2T UBE2U UBE2V1 UBE2V2 UBE2W UBE2Z UBE3A UBE3B UBE3C UBE3D UBE4A UBE4B UBOX5 UBQLN1 UBR1 UBR2 UBR3 UBR4 UBR5 UBR7 UBXN1 UBXN2A UCHL3 UFC1 UFL1 UFM1 UHRF1 UHRF2 UNKL URM1 USP4 USP44 USP5 USP7 USP9X UVSSA VCP VCPIP1 VHL VPS11 VPS18 VPS28 WASHC1 WBP1L WDR24 WDR48 WDSUB1 WDTC1 WFS1 WNK1 WSB1 WSB2 WWP1 WWP2 WWTR1 XIAP ZBED1 ZBTB16 ZC3HC1 ZC4H2 ZFP91 ZMIZ1 ZMIZ2 ZNF451 ZNF598 ZNF738 ZNRF1 ZNRF2 ZNRF3 ZNRF4 ZSWIM8 GOBP_PROTEIN_MODIFICATION_BY_SMALL_PROTEIN_REMOVAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_MODIFICATION_BY_SMALL_PROTEIN_REMOVAL ABRAXAS1 ABRAXAS2 ATXN3 ATXN3L ATXN7L3 BABAM2 BAP1 BRCC3 COPS2 COPS3 COPS4 COPS5 COPS6 COPS7A COPS7B COPS8 CYLD DESI1 DESI2 EIF3F ENY2 GPS1 HINT1 ITCH JOSD1 JOSD2 MINDY1 MINDY2 NOP53 OTUB1 OTUB2 OTUD1 OTUD3 OTUD4 OTUD5 OTUD6A OTUD6B OTUD7A OTUD7B OTULIN OTULINL PARK7 PSMD14 SENP1 SENP2 SENP3 SENP5 SENP6 SENP7 SENP8 SHMT2 SPATA2 STAMBP STAMBPL1 TANK TNFAIP3 TNIP1 TOR1A TRIM21 UBXN1 UCHL1 UCHL3 UCHL5 USP1 USP10 USP11 USP12 USP13 USP14 USP15 USP16 USP17L1 USP17L10 USP17L11 USP17L12 USP17L13 USP17L15 USP17L17 USP17L18 USP17L19 USP17L2 USP17L20 USP17L21 USP17L22 USP17L24 USP17L3 USP17L4 USP17L5 USP17L6P USP17L7 USP17L8 USP18 USP19 USP2 USP20 USP22 USP24 USP25 USP26 USP27X USP28 USP29 USP30 USP31 USP32 USP33 USP34 USP35 USP36 USP37 USP38 USP4 USP40 USP42 USP44 USP45 USP46 USP47 USP48 USP49 USP5 USP50 USP51 USP6 USP7 USP8 USP9X USP9Y USPL1 VCP VCPIP1 YOD1 ZC3H12A ZRANB1 GOBP_PROTEIN_MONOUBIQUITINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_MONOUBIQUITINATION BIRC2 CUL3 DTL FANCL FANCM HUWE1 ITCH KBTBD8 KLHL12 KLHL22 MARCHF7 MGRN1 NEURL1 OBI1 PCGF3 PCGF5 PCGF6 PDCD6 PEF1 PEX12 PRKN RAD18 RBX1 RNF10 RNF126 RNF152 RNF220 TOPORS TRIM21 TRIM25 TRIM41 TRIM56 UBB UBE2D3 UBE2O UBE2R2 UBE2T UBE2W UBE3D UHRF1 WDR48 ZC4H2 ZNF598 GOBP_PROTEIN_NEDDYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_NEDDYLATION AKTIP COPS2 COPS3 COPS4 COPS5 COPS6 COPS7A COPS7B COPS8 COPS9 DCUN1D1 DCUN1D2 DCUN1D3 DCUN1D4 DCUN1D5 EPAS1 GPS1 HIF1A NAE1 NEDD8 RBX1 RNF7 RPL11 RPL5 TRIM40 UBA3 UBE2F UBE2M GOBP_PROTEIN_NITROSYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_NITROSYLATION ACE ATP2B4 DMD GAPDH MIR132 MIR212 NCOA7 NOS1 NOS1AP NOS2 OXR1 S100A8 S100A9 SNTA1 TBC1D24 TXN GOBP_PROTEIN_N_LINKED_GLYCOSYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_N_LINKED_GLYCOSYLATION ALG1 ALG10 ALG10B ALG11 ALG12 ALG13 ALG14 ALG2 ALG3 ALG5 ALG6 ALG8 ALG9 B4GALNT2 B4GALT1 B4GALT7 DAD1 DDOST DERL3 DHDDS DOLK DOLPP1 DPAGT1 DPM1 ENTPD5 FUT3 FUT5 FUT6 FUT8 FUT9 GAL3ST1 GFPT1 GFPT2 KRTCAP2 MAGT1 MAN1C1 MGAT1 MGAT2 MGAT3 MGAT4A MGAT4B MGAT4C MGAT4D MGAT5 MGAT5B MLEC MOGS MPDU1 NUDT14 NUS1 OST4 OSTC PGM3 PMM1 PMM2 RFT1 RPN1 RPN2 SLC39A8 SRD5A3 ST3GAL1 ST6GAL1 STT3A STT3B TMEM165 TMEM258 TUSC3 UBE2J1 UGGT1 UGGT2 GOBP_PROTEIN_N_LINKED_GLYCOSYLATION_VIA_ASPARAGINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_N_LINKED_GLYCOSYLATION_VIA_ASPARAGINE ALG5 ALG8 B4GALNT2 DAD1 DDOST DERL3 DPM1 FUT8 MAGT1 MGAT1 MGAT2 MGAT5 NUDT14 OST4 OSTC RPN1 RPN2 ST6GAL1 STT3A STT3B TUSC3 UBE2J1 UGGT1 UGGT2 GOBP_PROTEIN_OXIDATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_OXIDATION APOA1 APOA2 CHCHD4 LOX LOXL1 LOXL2 LOXL3 LOXL4 PRDX3 SUMF1 TMX3 TRABD2A TRABD2B GOBP_PROTEIN_O_LINKED_GLYCOSYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_O_LINKED_GLYCOSYLATION A4GALT A4GNT B3GALNT1 B3GALNT2 B3GALT1 B3GALT2 B3GALT4 B3GALT5 B3GALT6 B3GALT9 B3GLCT B3GNT2 B3GNT3 B3GNT4 B3GNT5 B3GNT6 B3GNT7 B3GNT8 B3GNT9 B4GALT5 B4GAT1 C1GALT1 C1GALT1C1 C1GALT1C1L CHST4 CRPPA DPM1 DPM2 DPM3 EOGT FKRP FKTN FUT3 FUT5 FUT6 FUT9 GALNT1 GALNT10 GALNT11 GALNT12 GALNT13 GALNT14 GALNT15 GALNT16 GALNT17 GALNT18 GALNT2 GALNT3 GALNT4 GALNT5 GALNT6 GALNT7 GALNT8 GALNT9 GALNTL6 GCNT1 GCNT3 GCNT4 GXYLT1 GXYLT2 IL15 LARGE1 LARGE2 MGAT5B OGA OGT PGM3 PLOD1 PLOD2 PLOD3 POFUT1 POFUT2 POGLUT1 POGLUT2 POGLUT3 POMGNT1 POMGNT2 POMK POMT1 POMT2 RXYLT1 SLC35C1 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST6GAL1 ST6GALNAC2 ST6GALNAC4 ST8SIA6 TET1 TET2 TET3 TMTC1 TMTC2 TMTC3 TMTC4 TRAK1 XXYLT1 GOBP_PROTEIN_O_LINKED_GLYCOSYLATION_VIA_SERINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_O_LINKED_GLYCOSYLATION_VIA_SERINE GALNT1 GALNT13 GALNT16 GALNT2 GALNT3 GALNT4 MGAT5B POGLUT1 POGLUT2 POGLUT3 GOBP_PROTEIN_O_LINKED_GLYCOSYLATION_VIA_THREONINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_O_LINKED_GLYCOSYLATION_VIA_THREONINE EOGT GALNT1 GALNT11 GALNT13 GALNT16 GALNT2 GALNT3 GALNT4 GALNT6 GALNTL6 GOBP_PROTEIN_O_LINKED_MANNOSYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_O_LINKED_MANNOSYLATION B4GAT1 CRPPA DPM1 DPM2 DPM3 FKRP FKTN LARGE1 LARGE2 POMGNT2 POMT1 POMT2 RXYLT1 TMTC1 TMTC2 TMTC3 TMTC4 GOBP_PROTEIN_PALMITOYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_PALMITOYLATION CLIP3 GLUL GOLGA7 GOLGA7B HHAT HHATL PORCN SELENOK ZDHHC1 ZDHHC11 ZDHHC11B ZDHHC12 ZDHHC13 ZDHHC14 ZDHHC15 ZDHHC16 ZDHHC17 ZDHHC18 ZDHHC19 ZDHHC2 ZDHHC20 ZDHHC21 ZDHHC22 ZDHHC23 ZDHHC24 ZDHHC3 ZDHHC4 ZDHHC5 ZDHHC6 ZDHHC7 ZDHHC8 ZDHHC9 GOBP_PROTEIN_PEPTIDYL_PROLYL_ISOMERIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_PEPTIDYL_PROLYL_ISOMERIZATION FKBP1A FKBP1B FKBP1C FKBP4 FKBP5 NKTR PIN1 PPIA PPIAL4A PPIAL4C PPIAL4D PPIAL4E PPIAL4F PPIAL4G PPIAL4H PPIB PPIC PPID PPIE PPIF PPIG PPIH PPIL1 PPIL3 PPIL6 PPWD1 GOBP_PROTEIN_PHOSPHORYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_PHOSPHORYLATION AAK1 AATK ABI1 ABI2 ABI3 ABL1 ABL2 ACE ACP4 ACTB ACVR1 ACVR1B ACVR1C ACVR2A ACVR2B ACVRL1 ADAM10 ADAM17 ADAM8 ADAM9 ADAR ADARB1 ADCY10 ADCY8 ADCYAP1 ADIPOQ ADM2 ADNP ADRA2A ADRA2B ADRA2C ADRB2 ADTRP AGAP2 AGER AGT AIDA AKAP9 AKT1 AKT1S1 AKT2 AKT3 AKTIP ALK ALS2 AMHR2 ANG ANGPT1 ANGPT4 ANKRD54 APC APLNR APOA1 APOE APP ARAF AREG ARHGEF2 ARHGEF5 ARL2BP ARR3 ARRB1 ARRB2 ATF2 ATG14 ATM ATP13A2 ATP2B4 ATR AURKA AURKB AURKC AVP AXIN1 AXIN2 AZU1 BAG4 BAK1 BANK1 BAX BCAR3 BCCIP BCKDK BCL2 BCR BDKRB1 BDKRB2 BDNF BIRC5 BIRC6 BLK BLM BMP2 BMP4 BMP6 BMPR1A BMPR1B BMPR2 BMX BORA BRAF BRAT1 BRD2 BRSK1 BRSK2 BST1 BTK C1orf112 C3 C5AR1 C8orf44-SGK3 C9orf72 CAB39 CACTIN CACUL1 CAD CADM1 CADM4 CALCA CALCR CALM1 CALM2 CALM3 CAMK1 CAMK1D CAMK1G CAMK2A CAMK2B CAMK2D CAMK2N1 CAMK2N2 CAMK4 CAMKK1 CAMKK2 CAMKV CAMP CAPRIN2 CARD10 CARD14 CARTPT CASS4 CAV1 CAV3 CBL CBLB CBLC CCDC88A CCDC88C CCL11 CCL19 CCL2 CCL21 CCL5 CCN1 CCNA1 CCNA2 CCNB1 CCNB2 CCNB3 CCND1 CCND2 CCND3 CCNE1 CCNE2 CCNF CCNG1 CCNG2 CCNH CCNI CCNI2 CCNJ CCNJL CCNK CCNO CCNP CCNT1 CCNT2 CCNY CCNYL1 CCNYL2 CCNYL3 CCR7 CD109 CD24 CD300A CD36 CD3E CD4 CD40 CD44 CD6 CD74 CD80 CD86 CDC25A CDC25B CDC25C CDC37 CDC42BPA CDC42BPB CDC42BPG CDC6 CDC7 CDCA8 CDH5 CDK1 CDK10 CDK11A CDK11B CDK12 CDK13 CDK14 CDK15 CDK16 CDK17 CDK18 CDK19 CDK2 CDK20 CDK2AP1 CDK3 CDK4 CDK5 CDK5R1 CDK5R2 CDK5RAP1 CDK5RAP3 CDK6 CDK7 CDK8 CDK9 CDKL1 CDKL2 CDKL3 CDKL4 CDKL5 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CDKN2D CDKN3 CDON CEACAM1 CEBPA CEMIP CENPE CEP43 CEP85 CHEK1 CHEK2 CHI3L1 CHMP6 CHP1 CHRNA3 CHRNA7 CHUK CIB1 CILK1 CLCF1 CLDN19 CLDN3 CLEC6A CLIP3 CLK1 CLK2 CLK3 CLK4 CLN3 CLSPN CLU CNKSR3 CNOT7 CNOT9 CNTF COPS2 COPS8 COQ8A COQ8B CORO1C CREB1 CREBL2 CRKL CRLF1 CSF1 CSF1R CSF2 CSF3 CSH1 CSH2 CSHL1 CSK CSNK1A1 CSNK1A1L CSNK1D CSNK1E CSNK1G1 CSNK1G2 CSNK1G3 CSNK2A1 CSNK2A2 CSNK2B CSPG4 CTBP1 CTDSP1 CTDSP2 CTDSPL CTF1 CTSG CX3CL1 CX3CR1 DAB2 DAB2IP DAPK1 DAPK2 DAPK3 DAXX DBNDD1 DBNDD2 DCLK1 DCLK3 DDR1 DDR2 DDRGK1 DDX3X DEFB114 DEPTOR DGKQ DIPK2A DIRAS1 DIRAS2 DIRAS3 DKK1 DLG3 DLG4 DMD DMPK DMTN DNAJA1 DNAJC10 DNAJC3 DOCK7 DOK7 DRD1 DRD2 DRD4 DTNBP1 DUSP1 DUSP10 DUSP16 DUSP19 DUSP22 DUSP3 DUSP6 DUSP7 DVL1 DVL2 DVL3 DYNAP DYRK1A DYRK1B DYRK2 DYRK3 DYRK4 ECT2 EDN1 EDN3 EDNRB EEF2K EFEMP1 EFNA1 EFNA5 EGF EGFR EGR1 EHD4 EIF2AK1 EIF2AK2 EIF2AK3 EIF2AK4 EIF4G1 ELANE EMP2 ENG ENPP1 ENPP2 ENSG00000275993 EPGN EPHA1 EPHA10 EPHA3 EPHA4 EPHA5 EPHA6 EPHA7 EPHA8 EPHB1 EPHB2 EPHB3 EPHB4 EPHB6 EPO ERBB2 ERBB3 ERBB4 ERC1 EREG ERG ERN1 ERN2 ERP29 ERRFI1 ETAA1 EZH2 F2 FAM20A FAM20B FAM20C FAS FASTK FAXDC2 FBH1 FBLN1 FBXW7 FCGR1A FECH FER FERMT2 FES FGF1 FGF10 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFR4 FGR FIZ1 FKBP8 FLCN FLOT1 FLT1 FLT3 FLT4 FMR1 FN1 FNIP1 FNIP2 FPR2 FRK FXR1 FXR2 FYN FZD1 FZD10 FZD8 GADD45A GAS6 GATA1 GBA1 GCG GFRA1 GGNBP2 GH1 GH2 GHR GJC2 GLYCTK GMFB GMFG GNAQ GPD1L GPER1 GPNMB GPRC5A GPRC5B GREM1 GRK1 GRK2 GRK3 GRK4 GRK5 GRK6 GRK7 GRM5 GSK3A GSK3B GSKIP GSTP1 GTF2H1 GTPBP4 HASPIN HAX1 HBEGF HCK HCLS1 HCST HDAC2 HDAC3 HDAC6 HEG1 HERC5 HES1 HES5 HEXIM1 HEXIM2 HGF HGS HHEX HIPK1 HIPK2 HIPK3 HIPK4 HLA-DRB1 HMGA2 HPX HRAS HRC HRG HSF1 HSP90AA1 HSP90AB1 HSPA2 HSPB1 HTATIP2 HTR2A HTR2B HTT HUS1 HYAL2 IBTK IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IFNE IFNG IFNK IFNL1 IFNL4 IFNW1 IGF1 IGF1R IGF2 IGFBP3 IKBKB IKBKE IL11 IL12A IL12B IL13 IL15 IL18 IL1B IL2 IL20 IL21 IL22RA2 IL23A IL23R IL24 IL3 IL31RA IL34 IL4 IL5 IL6 IL6R IL6ST IL7 IL9 ILF3 ILK IMPACT INCA1 INCENP INHBA INPP5F INPP5J INPP5K INS INSM1 INSR INSRR IP6K2 IP6K3 IPO5 IPO7 IQGAP1 IQGAP3 IRAK1 IRAK2 IRAK3 IRGM ISL1 ITGA5 ITGB1BP1 ITGB2 ITGB3 ITK ITLN1 ITPKB JAK1 JAK2 JAK3 JTB KALRN KDM4D KDR KIF14 KIRREL1 KIRREL2 KIT KITLG KLHL31 KNDC1 KRAS KSR1 LACRT LAT LATS1 LATS2 LAX1 LCK LCP2 LEP LEPR LIF LILRA5 LILRB4 LIMCH1 LIMK1 LIMK2 LIPE LMTK2 LMTK3 LONP1 LOX LRP4 LRP5 LRP6 LRP8 LRRK1 LRRK2 LTF LTK LYN MACROH2A1 MAD2L2 MAK MALT1 MAML1 MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K5 MAP2K6 MAP2K7 MAP3K1 MAP3K10 MAP3K11 MAP3K12 MAP3K13 MAP3K20 MAP3K21 MAP3K3 MAP3K4 MAP3K5 MAP3K6 MAP3K7 MAP3K8 MAP3K9 MAP4K1 MAP4K2 MAP4K3 MAP4K4 MAP4K5 MAPK1 MAPK10 MAPK12 MAPK13 MAPK14 MAPK15 MAPK3 MAPK4 MAPK6 MAPK8 MAPK8IP1 MAPK9 MAPKAP1 MAPKAPK2 MAPKAPK3 MAPKAPK5 MAPRE3 MARCO MARK1 MARK2 MARK3 MARK4 MAS1 MAST1 MAST2 MAST3 MAST4 MASTL MATK MAVS MELK MEN1 MERTK MEX3B MICAL1 MIF MINK1 MIR1-1 MIR103A1 MIR106B MIR125B1 MIR128-1 MIR132 MIR133A1 MIR137 MIR138-1 MIR143 MIR146A MIR15A MIR19A MIR19B1 MIR20A MIR21 MIR212 MIR218-1 MIR219A1 MIR221 MIR24-1 MIR26B MIR27B MIR30B MIR34A MIR483 MIR711 MIR92A1 MKNK1 MKNK2 MLST8 MLXIPL MMD MMD2 MMP9 MNAT1 MOB1A MOB1B MOB2 MOB3A MOB3B MOB3C MOK MORC3 MOS MRE11 MRNIP MST1 MST1R MT3 MTCP1 MTOR MUSK MVP MYADM MYDGF MYLK MYLK2 MYLK3 MYO3A MYO3B MYOCD MYOD1 NAB2 NBN NCF1 NCK1 NCK2 NCL NDUFS4 NEDD9 NEK1 NEK10 NEK11 NEK2 NEK3 NEK4 NEK6 NEK7 NF1 NF2 NGF NHERF1 NHLRC1 NIBAN1 NIM1K NKX3-1 NLK NLRP12 NLRP2B NNT NOD2 NOP53 NOS1 NOX4 NPM1 NPPA NPTN NR2F2 NRG1 NRP1 NSD1 NTF3 NTF4 NTRK1 NTRK2 NTRK3 NUAK1 NUAK2 OCLN ODAM OPRD1 OSBP OSBPL8 OSM OXSR1 P2RX7 P2RY1 PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 PAQR3 PARD3 PARD6A PARK7 PARP14 PARP9 PASK PAX6 PBK PCK1 PDCD10 PDCD4 PDCL3 PDE4D PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PDIK1L PDK1 PDK2 PDK3 PDK4 PDPK1 PEAK1 PEAK3 PECAM1 PELI2 PFN2 PGF PHB1 PHB2 PHIP PHKG2 PIBF1 PICK1 PID1 PIH1D1 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R3 PIK3R4 PIK3R5 PIK3R6 PIKFYVE PILRB PIM1 PIM2 PIM3 PIN1 PINK1 PIP5KL1 PKD1 PKD2 PKDCC PKIA PKIB PKIG PKMYT1 PKN1 PKN2 PKN3 PLA2G1B PLAUR PLCE1 PLCG2 PLK1 PLK2 PLK3 PLK4 PLPP3 PLXNB2 PNCK PPARG PPEF2 PPIA PPM1E PPM1F PPP1R15B PPP1R9B PPP2CA PPP2R1A PPP2R5B PPP2R5D PPP3CB PPP4R1 PRAG1 PRDX4 PRKAA1 PRKAA2 PRKAB1 PRKACA PRKACB PRKACG PRKAG1 PRKAG2 PRKAG3 PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCA PRKCB PRKCD PRKCE PRKCG PRKCH PRKCI PRKCQ PRKCZ PRKD1 PRKD2 PRKD3 PRKDC PRKG1 PRKG2 PRKN PRKRIP1 PRKX PRKY PRLR PRNP PROM2 PROX1 PRPF4B PRR5 PRR5L PRRC1 PRRT1 PSEN1 PSMD10 PSRC1 PTEN PTGS2 PTK2 PTK2B PTK6 PTPN1 PTPN11 PTPN13 PTPN2 PTPN22 PTPN6 PTPRB PTPRC PTPRJ PTPRO PTPRQ PTPRT PWP1 PXK PYCARD PYDC1 QARS1 RABGEF1 RAC1 RACK1 RAD50 RAD51 RAF1 RALB RALBP1 RAMP3 RAP1A RAP2A RAP2B RAP2C RAPGEF2 RARA RARRES2 RASGRP1 RASIP1 RASSF2 RB1 RB1CC1 RELN RET RGCC RGN RGS14 RGS2 RHOA RICTOR RIOK2 RIPK1 RIPK2 RIPK3 RIT2 RNASEL ROBO1 ROCK1 ROCK2 ROPN1 ROPN1B ROPN1L ROS1 RPS3 RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA4 RPS6KA5 RPS6KA6 RPS6KB1 RPS6KB2 RPTOR RSKR RSPO1 RTRAF RUNX3 RYK S100A12 S1PR2 SAMSN1 SASH1 SBK1 SEMA4D SEMA7A SERPINB3 SERTAD1 SESN2 SFN SFRP1 SFRP2 SGK1 SGK2 SGK3 SH2D3A SH2D3C SH3BP5 SH3BP5L SH3GL2 SIK1 SIK2 SIK3 SIRPA SIRT1 SIRT2 SLC11A1 SLC1A1 SLC8A1 SLC8A2 SLC8A3 SLCO3A1 SLIT2 SLK SMAD7 SMCR8 SMG1 SMG8 SMPD1 SMPD3 SMYD3 SNCA SNF8 SNRK SNX6 SNX9 SOCS1 SOCS3 SOCS4 SOCS5 SOD1 SORL1 SOX9 SPAG9 SPATC1L SPDYA SPHK1 SPINK1 SPN SPRED1 SPRED2 SPRY1 SPRY2 SPRY3 SPRY4 SPTBN4 SQSTM1 SRC SRCIN1 SRMS SRPK1 SRPK2 SRPK3 STAT2 STK10 STK11 STK16 STK17A STK17B STK19 STK24 STK25 STK26 STK3 STK32A STK32B STK32C STK33 STK35 STK36 STK38 STK38L STK39 STK4 STOX1 STRADA STRADB STYK1 SYAP1 SYK TAB1 TAB2 TADA3 TAF1 TAF7 TAOK1 TAOK2 TAOK3 TARBP2 TARDBP TBCK TBK1 TBX1 TCIM TCL1A TCL1B TDGF1 TEC TEK TELO2 TENM1 TERF2IP TESK1 TESK2 TFAP4 TFRC TGFA TGFB1 TGFB2 TGFBR1 TGFBR2 THBS1 THBS4 THPO THY1 TIRAP TLK1 TLK2 TLR2 TLR3 TLR4 TLR6 TLR7 TLR8 TLR9 TMED2 TMEM102 TMEM119 TNF TNFRSF10A TNFRSF10B TNFRSF11A TNFRSF14 TNFRSF18 TNFRSF1A TNFSF11 TNFSF15 TNFSF18 TNIK TNK1 TNK2 TNKS TNKS1BP1 TNNI3K TOM1L1 TOP1 TP53 TP53RK TPD52L1 TPX2 TRAF2 TRAF3IP1 TRAF4 TRAF6 TREM2 TRIB1 TRIB2 TRIB3 TRIM27 TRIM6 TRIM65 TRPC5 TSC2 TSG101 TSLP TSPYL2 TSSK1B TSSK2 TSSK3 TSSK4 TSSK6 TTBK1 TTBK2 TTC36 TTK TTN TWF1 TXK TXN TYK2 TYRO3 UBASH3B UBE2K UCHL1 UCN UHMK1 ULK1 ULK2 ULK3 UNC119 UVRAG VEGFA VEGFB VEGFC VEGFD VPS25 VRK1 VRK2 VRK3 VTN WARS1 WDFY2 WEE1 WEE2 WNK1 WNK2 WNK3 WNK4 WNT1 WNT11 WNT3A WNT5A WNT9B WWTR1 XDH XRCC5 XRCC6 YES1 YWHAG YWHAZ ZAP70 ZBED3 ZC3H12A ZFP91 ZFYVE28 ZGPAT ZNF592 ZNF675 GOBP_PROTEIN_POLYGLUTAMYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_POLYGLUTAMYLATION CEP41 CFAP20 TPGS1 TTLL1 TTLL11 TTLL13 TTLL2 TTLL4 TTLL5 TTLL6 TTLL7 TTLL9 GOBP_PROTEIN_POLYMERIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_POLYMERIZATION ABITRAM ABL1 ADD1 ADD2 ADD3 AIF1 AKAP9 ALOX15 AMBRA1 ANG ANKRD53 ARF6 ARFGEF1 ARHGAP18 ARHGAP28 ARHGAP40 ARHGAP6 ARHGEF7 ARL2 ARL6 ARPC2 ARPC3 ARPC4 ARPC5 ARPC5L AVIL BAG4 BAIAP2 BAIAP2L1 BAIAP2L2 BBS4 BIN1 C15orf62 CAMSAP1 CAMSAP2 CAMSAP3 CAPG CAPZA1 CAPZA2 CAPZA3 CAPZB CARMIL1 CARMIL2 CASQ1 CASQ2 CATIP CAV3 CCDC57 CCL11 CCL21 CCL24 CCL26 CCR7 CDC42EP1 CDC42EP2 CDC42EP3 CDC42EP4 CDC42EP5 CDH5 CDK5R1 CDK5RAP2 CDKN1B CENPJ CEP192 CHMP2A CHMP3 CHMP4A CHMP4B CKAP5 CLASP1 CLASP2 CLIP1 CLIP3 COBL CORO1A CORO7 COTL1 CRACD CSF3 CSNK1D CTTN CYFIP1 CYFIP2 CYRIA CYRIB DAAM2 DCTN1 DIAPH1 DIAPH2 DIAPH3 DLG1 DMTN DRG1 DYRK1A ELN EML2 EPS8 ESAM EVL FAM107A FBXO5 FCHSD1 FCHSD2 FER FES FGA FGB FGF13 FGG FHDC1 FHOD3 FKBP4 FLII FMN1 GAS7 GBA2 GIT1 GOLGA2 GPX4 GRB2 GSN HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HAX1 HCK HCLS1 HDGFL3 HIP1R HSP90AA1 HSPA1A HSPA1B INF2 JAK2 KANK1 KANK2 KANK3 KANK4 KIRREL1 KRT5 LATS1 LMOD1 LMOD2 LMOD3 MAP1B MAP2 MAP4 MAP7D3 MAPRE1 MAPRE3 MAPT MECP2 MEGF9 MET MICALL2 MID1IP1 MIR214 MKKS MLST8 MSRB1 MSRB2 MTOR MTPN MYADM MZT1 NAV3 NCK1 NCK2 NCKAP1 NCKAP1L NDE1 NDEL1 NEDD1 NEFL NIN NPHS1 NUMA1 OCLN ORC4 PAK1 PAK3 PDE4DIP PFN1 PFN2 PFN3 PFN4 PIK3R2 PIN1 PINK1 PLEKHG2 PREX1 PRKCD PRKCE PRKN PRUNE1 PSRC1 PSTPIP1 PSTPIP2 PTK2B PYCARD RAC1 RANBP9 RANGRF RASA1 RDX RICTOR RNF135 RPS3 SCIN SLAIN1 SLAIN2 SLC39A12 SLIT2 SNCA SNX9 SPIRE1 SPIRE2 SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 SSH1 SSH2 SSH3 SSNA1 STMN1 STMN2 SVIL TBCD TENM1 TMOD1 TMOD2 TMOD3 TMOD4 TMSB10 TMSB15A TMSB15B TMSB15C TMSB4X TMSB4Y TOGARAM1 TPPP TPPP2 TPPP3 TPX2 TRIM32 TRIM6 TRIOBP TRPV4 TTBK1 TTC17 TUBA1A TUBB1 TUBB4A TUBG1 TUBG2 TUBGCP2 TUBGCP3 TUBGCP4 TUBGCP5 TUBGCP6 TWF1 TWF2 UBE2C UBE2K UBE2S VASP VDAC2 VIL1 VILL VTN WAS WASF1 WASF3 WASHC2C WASHC3 WASHC5 WASL ZNF207 GOBP_PROTEIN_POLYUBIQUITINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_POLYUBIQUITINATION AMBRA1 AMFR ANAPC1 ANAPC10 ANAPC11 ANAPC13 ANAPC2 ANAPC4 ANAPC5 ANAPC7 ANKIB1 AREL1 ARIH1 ARIH2 BARD1 BCL2 BFAR BIRC2 BRCA1 BTRC C10orf90 CBFB CDC16 CDC23 CDC26 CDC27 CDC34 CEP63 CTNNB1 CUL3 DAW1 DCAF15 DDA1 DDB2 DDX3X DTL DTX3L DZIP3 ERCC8 FBXL17 FBXL7 FBXO22 FBXO28 FBXO38 FBXO4 FBXW11 FOXF2 FZR1 GABARAP GPS2 HACE1 HECTD1 HUWE1 IFI27 IRF2BP1 ITCH KBTBD6 KBTBD7 KLHL20 KLHL3 KLHL42 LRSAM1 MAGEL2 MARCHF1 MARCHF5 MARCHF6 MARCHF7 MARCHF8 MDM2 MIR138-1 MKRN1 MKRN3 MUL1 NEDD4 NEDD4L NHLRC1 NHLRC3 NMI NOD2 PARP10 PELI1 PELI2 PELI3 PLAA PPIA PPIL2 PRAME PRKN PRPF19 PTPN22 RBCK1 RBX1 RC3H1 RC3H2 RFFL RFPL1 RFPL2 RFPL3 RFPL4A RFPL4AL1 RIPK2 RMND5A RNF114 RNF115 RNF125 RNF126 RNF135 RNF14 RNF144A RNF144B RNF146 RNF152 RNF166 RNF167 RNF168 RNF183 RNF185 RNF186 RNF187 RNF19A RNF19B RNF20 RNF213 RNF216 RNF217 RNF26 RNF31 RNF34 RNF4 RNF41 RNF5 RNF6 RNF8 RUSC1 SASH1 SHARPIN SHPRH SKP1 SKP2 SMURF1 SPOP SPSB4 STUB1 SYVN1 TAF1 TCF25 TMEM129 TNFAIP3 TNKS TNKS2 TOPORS TRAF1 TRAF2 TRAF3 TRAF3IP2 TRAF5 TRAF6 TRIM2 TRIM21 TRIM22 TRIM27 TRIM3 TRIM31 TRIM32 TRIM34 TRIM38 TRIM44 TRIM5 TRIM56 TRIM58 TRIM6 TRIM62 TRIM68 TRIM71 TRIP12 TTC3 TTC36 UBE2A UBE2B UBE2C UBE2D1 UBE2D2 UBE2D3 UBE2D4 UBE2E1 UBE2E2 UBE2E3 UBE2G1 UBE2G2 UBE2H UBE2J1 UBE2J2 UBE2K UBE2L3 UBE2L5 UBE2L6 UBE2N UBE2NL UBE2O UBE2Q1 UBE2Q2 UBE2QL1 UBE2R2 UBE2S UBE2T UBE2V1 UBE2V2 UBE2W UBE3A UBE3B UBE3C UBE3D UBE4A UBE4B UBOX5 UBR5 WDR24 WSB1 WSB2 WWP2 XIAP ZFP91 ZNF598 ZNF738 ZNRF1 ZNRF2 GOBP_PROTEIN_POLYUFMYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_POLYUFMYLATION DDRGK1 UBA5 UFC1 UFL1 UFM1 GOBP_PROTEIN_POLY_ADP_RIBOSYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_POLY_ADP_RIBOSYLATION PARP1 PARP10 PARP14 PARP15 PARP2 PARP3 PARP9 TNKS TNKS2 ZC3HAV1 GOBP_PROTEIN_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_PROCESSING ACE ACE2 ACP4 ACTMAP ADAM10 ADAM17 ADAM19 ADAM8 ADAMTS13 ADAMTS2 ADAMTS3 AEBP1 AFG3L2 ANGPTL8 ANXA2 APH1A APH1B APOH ASPH ASPRV1 ASRGL1 ASTL ATP23 ATP6AP2 BACE1 BACE2 BAD BAG2 BAK1 BCHE BCL2L12 BMP1 C1R C1RL C2CD3 CAPN2 CARD16 CARD18 CARD8 CASP1 CASP2 CASP3 CASP4 CASP6 CASP7 CASP8 CASP9 CAST CCBE1 CD5L CHAC1 CIDEB CLEC3B CLN3 CLN5 CMA1 CNTN2 COMP CORIN CPA3 CPB2 CPD CPE CPLANE2 CPM CPN1 CPXM1 CPXM2 CPZ CST7 CTSE CTSG CTSH CTSL CTSS CTSZ CUZD1 CYFIP2 DDI2 DHCR24 DHH DISP1 DPP4 DYNC2H1 ECE1 ECE2 ECEL1 EEF1AKMT4-ECE2 ENO1 ENPEP ERO1B F11 F12 F3 F7 F9 FADD FAM111A FGA FGB FGG FKRP FURIN FXN GAS1 GGT1 GGT2P GLG1 GLI3 GRIN2A GSN H2BC1 HGFAC HJV HM13 HPN HTRA2 IFI16 IFT172 IFT52 IHH IL1R2 IMMP1L IMMP2L INPP5B KEL KLK1 KLK13 KLK6 KLKB1 LDLRAD3 LGMN LONP2 LRRK2 MAFB MAGEA3 MASP1 MBOAT4 MBTPS1 MDM2 MELTF MEP1A METAP2 MIPEP MME MMEL1 MMP14 MMP16 MYH9 MYRF MYRFL NAGLU NCSTN NKD2 NLRC4 NLRP7 NOL3 OGT OMA1 P2RX7 P4HB PARL PARP1 PCSK1 PCSK1N PCSK2 PCSK4 PCSK5 PCSK6 PCSK7 PCSK9 PERP PGK1 PHEX PIDD1 PISD PITRM1 PLA2G7 PLAT PLAU PLAUR PLGRKT PMPCA PMPCB PRKACA PRKACB PRNP PRSS12 PRSS3 PRSS37 PSEN1 PSEN2 PSENEN PTCH1 RCE1 REN RFX4 RHBDD1 RIPK2 RNF139 RPS6KA2 RUNX1 S100A10 SCG5 SDE2 SEC11A SEC11B SEC11C SERPINE1 SERPINE2 SERPINF2 SHH SIRT4 SLC30A5 SLC30A8 SNX12 SPCS1 SPCS2 SPCS3 SPG7 SPON1 SPPL3 SPRTN SRC SRGN STOML2 TBC1D10A THBD THBS1 TLL1 TLL2 TMEM208 TMEM98 TMPRSS12 TMPRSS2 TMPRSS4 TNP1 TNP2 TYSND1 USP17L2 VSIR XIAP XPNPEP3 YIPF5 YME1L1 ZMPSTE24 GOBP_PROTEIN_PROCESSING_INVOLVED_IN_PROTEIN_TARGETING_TO_MITOCHONDRION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_PROCESSING_INVOLVED_IN_PROTEIN_TARGETING_TO_MITOCHONDRION IMMP1L IMMP2L LRRK2 MIPEP PMPCA PMPCB SIRT4 GOBP_PROTEIN_QUALITY_CONTROL_FOR_MISFOLDED_OR_INCOMPLETELY_SYNTHESIZED_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_QUALITY_CONTROL_FOR_MISFOLDED_OR_INCOMPLETELY_SYNTHESIZED_PROTEINS AKIRIN2 ANKZF1 ATXN3 AUP1 BAG6 CLPP CUL3 DERL1 FBXL17 HDAC6 KLHL15 LONP1 LONP2 NGLY1 OMA1 PEX10 PEX12 RNF126 RNF185 RNF5 SDF2L1 STUB1 TOR1A UBE2W UFD1 UGGT1 UGGT2 VCP YME1L1 ZER1 ZYG11B GOBP_PROTEIN_REFOLDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_REFOLDING B2M BAG5 CRYAA CRYAB DNAJA1 DNAJA2 DNAJA4 DNAJB2 FKBP1A FKBP1B HSP90AA1 HSPA13 HSPA14 HSPA1A HSPA1B HSPA1L HSPA2 HSPA5 HSPA6 HSPA7 HSPA8 HSPA9 HSPB1 HSPB2 HSPB6 HSPD1 SNRNP70 GOBP_PROTEIN_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_REPAIR FN3K MSRA MSRB1 MSRB2 MSRB3 PARK7 PCMT1 GOBP_PROTEIN_RETENTION_IN_ER_LUMEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_RETENTION_IN_ER_LUMEN ANKRD13C GPAA1 KDELR1 KDELR2 KDELR3 OS9 PDIA2 RER1 GOBP_PROTEIN_RETENTION_IN_GOLGI_APPARATUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_RETENTION_IN_GOLGI_APPARATUS GOLPH3 SORL1 VPS13A VPS13C VPS13D GOBP_PROTEIN_RNA_COMPLEX_DISASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_RNA_COMPLEX_DISASSEMBLY DHX8 DNAJC17 DYRK3 KIF5B KLC1 TFIP11 VCP ZFAND1 GOBP_PROTEIN_RNA_COMPLEX_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_RNA_COMPLEX_ORGANIZATION AAR2 ABT1 ADAR AGO1 AGO2 AGO3 AGO4 ATM ATR BOP1 BRIX1 BUD13 CD2BP2 CDC73 CELF1 CELF2 CELF3 CELF4 CELF5 CELF6 CLNS1A CLP1 COIL CPSF6 CPSF7 CRNKL1 DDX1 DDX20 DDX23 DDX28 DDX39B DDX46 DENR DHX29 DHX30 DHX8 DHX9 DICER1 DNAJC17 DYRK3 EIF2D EIF2S2 EIF2S3 EIF2S3B EIF3A EIF3B EIF3C EIF3CL EIF3D EIF3E EIF3F EIF3G EIF3H EIF3I EIF3J EIF3K EIF3L EIF3M EIF5 EIF6 ENSG00000275464 ERAL1 FASTKD2 GCFC2 GEMIN2 GEMIN4 GEMIN5 GEMIN6 GEMIN7 GEMIN8 HSP90AA1 HSP90AB1 HTATSF1 ISY1 KHDC4 KIF5B KLC1 LSM2 LSM4 LUC7L LUC7L2 LUC7L3 MCTS1 MCTS2 MDN1 MRM2 MRPL20 MRPS7 MRTO4 NAF1 NCBP1 NLE1 NOL3 NOP2 NOP53 NOPCHAP1 NUDT21 NUFIP1 OVAAL PHF5A PIH1D1 PIH1D2 POLR2D PPAN PRKDC PRKRA PRMT5 PRMT7 PRPF18 PRPF19 PRPF3 PRPF31 PRPF39 PRPF6 PRPF8 PSIP1 PTBP2 PTGES3 PUF60 PWP2 RAMAC RAMACL RBM5 RBMX2 RNU1-4 RNU11 RNU2-1 RNU4-1 RNU4-2 RNU4ATAC RNU5A-1 RNU5B-1 RNU5D-1 RNU5E-1 RNU5F-1 RNU6-1 RNU6-7 RNU6-9 RNU6ATAC RNVU1-1 RNVU1-14 RNVU1-15 RNVU1-17 RNVU1-19 RNVU1-2A RNVU1-3 RNVU1-4 RNVU1-6 RNVU1-7 RNVU1-8 RPF2 RPL10 RPL10L RPL11 RPL13A RPL23A RPL24 RPL38 RPL5 RPL6 RPLP0 RPLP0P6 RPS14 RPS15 RPS19 RPS27 RPS27L RPS28 RPS5 RPSA RPSA2 RRP7A RRP7BP RRS1 RSRP1 RUVBL1 RUVBL2 SART1 SART3 SCAF11 SETX SF1 SF3A1 SF3A2 SF3A3 SF3B1 SF3B2 SF3B3 SF3B4 SF3B5 SF3B6 SFSWAP SHQ1 SLU7 SMN1 SMN2 SNIP1 SNRNP200 SNRPA1 SNRPB SNRPB2 SNRPC SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SNRPGP15 SNU13 SRPK1 SRPK2 SRPK3 SRSF1 SRSF10 SRSF12 SRSF5 SRSF6 SRSF9 STRAP TAF12-DT TAF9 TARBP2 TFIP11 TGS1 TRAF7 TSSC4 TXNL4A USP39 USP4 VCP WDR77 WEE2-AS1 XAB2 XRCC5 YJU2 YTHDC1 ZFAND1 ZNHIT3 ZNHIT6 ZRSR2 GOBP_PROTEIN_SIALYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_SIALYLATION ST3GAL1 ST3GAL2 ST3GAL4 ST6GALNAC2 ST8SIA3 GOBP_PROTEIN_SIDE_CHAIN_DEGLUTAMYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_SIDE_CHAIN_DEGLUTAMYLATION AGBL1 AGBL2 AGBL4 AGBL5 AGTPBP1 GOBP_PROTEIN_STABILIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_STABILIZATION A1CF AAK1 AFM AHSP ANK2 APOA1 APOA2 ASDURF ATF7IP ATP1B1 ATP1B2 ATP1B3 BAG1 BAG2 BAG3 BAG4 BAG5 BAG6 C10orf90 CALR CAMLG CCNH CCT2 CCT3 CCT4 CCT5 CCT6A CCT7 CCT8 CDC37 CDC37L1 CDK7 CEP63 CHEK2 CHP1 CLU COA8 COG3 COG7 CPN2 CREB1 CREBL2 CRTAP CRYAA CRYAB CSN3 CSNK2A1 CTNND1 DNAAF10 DNAAF2 DNLZ DSG1 DVL1 DVL3 EFNA1 ENSG00000230707 EP300 EPHA4 FBXW7 FLNA FLOT1 FLOT2 GAPDH GBA3 GET1 GLMP GNAQ GOLGA7 GPIHBP1 GRN GTPBP4 H1-5 HCFC1 HIP1 HIP1R HOXB-AS3 HPS4 HSP90AA1 HSP90AA2P HSP90AA4P HSP90AB1 HSP90AB2P HSP90AB3P HSP90AB4P HSPA1A HSPA1B HSPD1 HYPK IFI30 IFT46 IGF1 IP6K2 IRGM LAMP1 LAMP2 MAPK8IP3 MARCHF7 MCM8 MDM4 MFSD1 MIR101-1 MORC3 MSX1 MT3 MTMR9 MUL1 NAA15 NAA16 NAPG NCLN NLK NOP53 NPM1 OTUD3 P3H1 PARK7 PARVA PDCD10 PDCL3 PDRG1 PER3 PEX19 PEX6 PFDN2 PFDN6 PFN1 PFN2 PHB1 PHB2 PIH1D1 PIH1D2 PIK3R1 PIM1 PIM2 PIN1 PINK1 PLPP3 POLR2E PPARGC1A PPIB PRKCD PRKN PRKRA PTEN PTGES3 PYHIN1 PYURF RAB21 RABL3 RASSF2 RPAP3 RPL11 RPL23 RPL5 RPS7 RTN4 RUVBL1 RUVBL2 SAV1 SAXO1 SEC16A SEL1L SMAD3 SMAD7 SMO SOX17 SOX4 SPAG1 STK3 STK4 STUB1 STX12 STXBP1 STXBP4 SUMO1 SWSAP1 SYVN1 TAF1 TAF9 TAF9B TBL1X TBRG1 TCP1 TELO2 TESC TMEM88 TNIP2 TP53 TREX1 TRIM37 TRIM39 TRIM44 TSC1 TSPAN1 TTI1 TTI2 TYROBP UBE2B URI1 USP13 USP19 USP2 USP27X USP29 USP33 USP36 USP7 USP9X UXT VHL WDR81 WFS1 WIZ WNT10B ZBED3 ZNF207 ZSWIM7 GOBP_PROTEIN_SULFATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_SULFATION CHST4 CHST5 HS3ST5 TPST1 TPST2 UST GOBP_PROTEIN_SUMOYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_SUMOYLATION ARNT BCL11A CAPN3 CBX4 CTNNB1 EGR1 EGR2 EID3 EYA1 FSCB GNL3 GNL3L HDAC4 HDAC7 HMG20A HMG20B IFIH1 KIAA1586 MAGEA2 MAGEA2B MDM2 MUL1 NFATC2IP NSMCE1 NSMCE2 NSMCE3 NSMCE4A PARK7 PIAS1 PIAS2 PIAS3 PIAS4 PML RANBP2 RANGAP1 RASD2 RELA RNF212 RNF212B RWDD3 SAE1 SENP1 SENP2 SENP5 SENP6 SLF1 SLF2 SMC5 SMC6 STX1A SUMO1 SUMO1P1 SUMO2 SUMO3 SUMO4 TOLLIP TOPORS TRIM27 TRIM28 TRIM38 TRPM4 UBA2 UBE2I UHRF2 ZBED1 ZMIZ1 ZMIZ2 ZNF451 GOBP_PROTEIN_TARGETING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_TARGETING ABLIM3 ADCY10 ADORA1 AGK AIFM1 AIP AKAP6 AKT2 ANK3 AP1M2 AP1S3 AP3B1 AP3D1 AP3M1 AP4B1 AP4E1 AP4M1 AP4S1 AQP11 ARIH2 ARL6 ARL6IP1 ATG13 ATG14 ATG3 ATP5IF1 BAG4 BAG6 BAP1 BCAP31 BECN1 BHLHE40-AS1 BID BNIP3L C11orf65 C2CD5 CACNG2 CACNG3 CDC37 CDK5 CDK5R1 CEMIP CHCHD4 CHM CHMP4A CHMP4B CHP1 CIB1 CLU CSNK2A2 DMTN DNAJC15 DNAJC19 DNLZ EDEM1 ERBB2 ERBIN FBXO7 FBXW7 FIS1 FUT10 FYN FZD5 GABARAP GBP5 GCC2 GDAP1 GDI1 GET3 GET4 GGA3 GIPC1 GJD2-DT GLP1R GNPTAB GNPTG GOLGA7 GOLGA7B GRPEL1 GRPEL2 GSK3A HACL1 HAP1 HAX1 HERPUD1 HGS HOMER3 HPCA HPS4 HRAS HSP90AA1 HSPA1L HSPA4 HSPA5 HSPA8 HSPD1 HTRA2 HUWE1 ICMT IMMP1L IMMP2L INPP5K IRGM ITGAM ITGB1BP1 ITGB2 KATNB1 KCNB1 KCNE1 KCNQ3 KIF13B LAMP2 LAPTM5 LARGE1 LEPROT LHCGR LMAN1 LOC101929130 LONP2 LRRK2 LTBP2 M6PR MAN1A1 MFF MFN2 MGARP MICALL1 MICALL2 MIEF1 MIEF2 MIPEP MON1A MON1B MTCH1 MTCH2 MTCL1 MTERF4 MTX1 MTX2 MYO1C NACA NACA2 NACA4P NACAD NAGPA NCF1 NCOA4 NDP NDUFA13 NEDD4 NLGN1 NPEPPS NUP54 OS9 PAM16 PARD3 PARL PDCD5 PDZK1 PEX1 PEX10 PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX5L PEX6 PEX7 PIK3C3 PIK3R4 PIKFYVE PINK1 PITRM1 PMPCA PMPCB PRKAA1 PRKCI PRKN PRNP PXK RAB3IP RAB7A RAB8B RABGEF1 RAC2 RASSF9 RHOU RN7SL1 RN7SL2 RN7SL3 RNF31 ROMO1 RPL11 RTP1 RTP2 RTP3 RTP4 RTP5 SAE1 SAMM50 SCARB2 SDCBP SEC61A1 SEC61A2 SEC61B SEC61G SEC62 SEC63 SGTA SGTB SH3GLB1 SIAH3 SIL1 SIRT4 SLC1A1 SLC51B SMURF1 SNAP25-AS1 SNX16 SORL1 SORT1 SPCS1 SPCS2 SPCS3 SQSTM1 SREBF1 SREBF2 SRP14 SRP19 SRP54 SRP68 SRP72 SRP9 SRPRA SRPRB SSR1 SSR2 SSR3 STOM STXBP4 SYNGR1 SYNJ2BP TAOK2 TCAF1 TCAF2 TIMM10 TIMM10B TIMM13 TIMM17A TIMM17B TIMM21 TIMM22 TIMM23 TIMM23B TIMM29 TIMM44 TIMM50 TIMM8A TIMM8B TIMM9 TOMM20 TOMM20L TOMM22 TOMM34 TOMM40 TOMM40L TOMM5 TOMM6 TOMM7 TOMM70 TRAK1 TRAK2 TRAM1 TRAM1L1 TRAM2 TRIM37 TRMT10B TSPO TTC9-DT UBE2D3 UBE2J2 UBE2L3 UBL4A UBL4B UBL5 USP17L2 USP36 USP9X VPS11 VPS13A VPS13C VPS13D VPS37A VPS37B VPS37C VPS37D VPS41 VPS4A VPS51 VPS52 VPS53 VPS54 VPS8 WASH3P YIF1B YWHAB YWHAE YWHAG YWHAQ ZDHHC1 ZDHHC11 ZDHHC11B ZDHHC12 ZDHHC14 ZDHHC15 ZDHHC18 ZDHHC19 ZDHHC2 ZDHHC20 ZDHHC21 ZDHHC22 ZDHHC23 ZDHHC24 ZDHHC3 ZDHHC4 ZDHHC6 ZDHHC7 ZDHHC9 ZFAND2A ZFAND2B ZFAND6 ZFYVE16 GOBP_PROTEIN_TARGETING_TO_LYSOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_TARGETING_TO_LYSOSOME AP3B1 AP3M1 AP4M1 ATG14 BECN1 CLU GCC2 GGA3 GNPTAB GNPTG HGS HSPA8 LAMP2 LAPTM5 LHCGR M6PR NAGPA NCOA4 NDP NEDD4 PIK3C3 PIK3R4 PXK RAB7A SCARB2 SNX16 SORL1 SORT1 VPS4A VPS53 VPS54 WASH3P ZFYVE16 GOBP_PROTEIN_TARGETING_TO_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_TARGETING_TO_MEMBRANE ADORA1 AKT2 ANK3 AQP11 ARL6 ARL6IP1 ATG3 BAG6 BHLHE40-AS1 C2CD5 CACNG2 CDK5 CDK5R1 CEMIP CHM CHMP4A CHMP4B CHP1 CIB1 DMTN ERBB2 FIS1 FYN GDI1 GET3 GET4 GJD2-DT GLP1R GOLGA7 GOLGA7B HPCA HRAS HSPA5 ICMT INPP5K ITGAM ITGB1BP1 ITGB2 KCNB1 KCNE1 LARGE1 LOC101929130 MFF MICALL1 MIEF1 MIEF2 MTCL1 MYO1C NACA NACA2 NACA4P NACAD NCF1 PARD3 PDZK1 PEX16 PEX19 PEX26 PEX3 PEX5 PIKFYVE PRKCI PRNP RAB3IP RAB8B RABGEF1 RN7SL1 RN7SL2 RN7SL3 RTP1 RTP2 RTP3 RTP4 RTP5 SDCBP SEC61A1 SEC61A2 SEC61B SEC61G SEC62 SEC63 SGTA SGTB SIL1 SLC1A1 SLC51B SNAP25-AS1 SRP14 SRP19 SRP54 SRP68 SRP72 SRP9 SRPRA SRPRB SSR1 SSR2 SSR3 STOM TAOK2 TCAF1 TCAF2 TRAM1 TRAM1L1 TRAM2 TTC9-DT UBL4A USP17L2 VPS37A VPS37B VPS37C VPS37D YIF1B ZDHHC1 ZDHHC11 ZDHHC11B ZDHHC12 ZDHHC14 ZDHHC15 ZDHHC18 ZDHHC19 ZDHHC2 ZDHHC20 ZDHHC21 ZDHHC22 ZDHHC23 ZDHHC24 ZDHHC3 ZDHHC4 ZDHHC6 ZDHHC7 ZDHHC9 ZFAND2B GOBP_PROTEIN_TARGETING_TO_MITOCHONDRION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_TARGETING_TO_MITOCHONDRION ABLIM3 ADCY10 AGK AIFM1 AIP ARIH2 ATG13 ATP5IF1 BAG4 BAP1 BCAP31 BID BNIP3L C11orf65 CHCHD4 CSNK2A2 DNAJC15 DNAJC19 DNLZ FBXO7 FBXW7 FIS1 FZD5 GDAP1 GRPEL1 GRPEL2 GSK3A HAX1 HPS4 HSP90AA1 HSPA1L HSPA4 HSPD1 HTRA2 HUWE1 IMMP1L IMMP2L LEPROT LMAN1 LRRK2 MFF MFN2 MGARP MICALL2 MIPEP MTCH1 MTCH2 MTERF4 MTX1 MTX2 NDUFA13 NPEPPS PAM16 PARL PDCD5 PINK1 PITRM1 PMPCA PMPCB PRKAA1 PRKN RAC2 RHOU RNF31 ROMO1 SAE1 SAMM50 SH3GLB1 SIAH3 SIRT4 SREBF1 SREBF2 TIMM10 TIMM10B TIMM13 TIMM17A TIMM17B TIMM21 TIMM22 TIMM23 TIMM23B TIMM29 TIMM44 TIMM50 TIMM8A TIMM8B TIMM9 TOMM20 TOMM20L TOMM22 TOMM34 TOMM40 TOMM40L TOMM5 TOMM6 TOMM7 TOMM70 TRMT10B TSPO UBE2D3 UBE2J2 UBE2L3 UBL4B UBL5 USP36 VPS11 GOBP_PROTEIN_TARGETING_TO_PEROXISOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_TARGETING_TO_PEROXISOME HACL1 LONP2 PEX1 PEX10 PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX5L PEX6 PEX7 RAB8B TRIM37 USP9X ZFAND6 GOBP_PROTEIN_TARGETING_TO_VACUOLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_TARGETING_TO_VACUOLE AP3B1 AP3D1 AP3M1 AP4M1 ATG14 BECN1 CLU GCC2 GGA3 GNPTAB GNPTG HGS HSPA8 IRGM LAMP2 LAPTM5 LHCGR M6PR MON1A MON1B NAGPA NCOA4 NDP NEDD4 PIK3C3 PIK3R4 PXK RAB7A SCARB2 SMURF1 SNX16 SORL1 SORT1 SQSTM1 VPS13A VPS13C VPS13D VPS37A VPS37B VPS37C VPS37D VPS41 VPS4A VPS53 VPS54 VPS8 WASH3P ZFYVE16 GOBP_PROTEIN_TARGETING_TO_VACUOLE_INVOLVED_IN_AUTOPHAGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_TARGETING_TO_VACUOLE_INVOLVED_IN_AUTOPHAGY CLU HSPA8 IRGM LAMP2 SMURF1 SQSTM1 GOBP_PROTEIN_TETRAMERIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_TETRAMERIZATION ACACA ACACB ACOT13 ALDH1A2 ALDH1A3 ALDH9A1 ALDOA APIP APPL2 AQP10 AQP2 AQP4 AQP5 B2M CBR4 CBY1 CPSF6 CPSF7 CRTC1 CRTC2 CRTC3 CRYZ CTH CUTC DEFA5 EVL FARSA FARSB FKRP GBP5 GLS GNMT GOLGA2 GRIN1 GRIN2B HCN1 HLA-DRB1 HOMER1 HPRT1 HSD17B10 HSD17B8 KCNC1 KCNC3 KCNJ12 KCNJ2 KIF25 KRT1 KRT10 MAT1A MCOLN1 ME1 MIP MS4A1 NUDT21 OSBPL2 OXA1L PKD1 PKD2 PKD2L1 RRM1 RRM2 RYR1 RYR3 SAMHD1 SHMT1 SHMT2 SNCA SOD2 SSBP1 STK3 STK4 SYCP1 TDO2 THG1L TK1 TP53 TP63 TP73 TRPA1 TRPM1 TRPM2 TRPM3 TRPM4 TRPM6 TRPM7 TRPV1 TRPV5 UPB1 USP16 VASP GOBP_PROTEIN_TO_MEMBRANE_DOCKING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_TO_MEMBRANE_DOCKING PEX16 PEX26 RAB7A SNX3 STXBP3 GOBP_PROTEIN_TRANSMEMBRANE_IMPORT_INTO_INTRACELLULAR_ORGANELLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_TRANSMEMBRANE_IMPORT_INTO_INTRACELLULAR_ORGANELLE AIFM1 CHCHD4 DNAJC15 DNAJC19 DNLZ GRPEL1 GRPEL2 HSPD1 LONP2 PAM16 PEX1 PEX10 PEX12 PEX13 PEX14 PEX16 PEX2 PEX26 PEX5 PEX5L PEX6 PEX7 ROMO1 TIMM17A TIMM17B TIMM21 TIMM23 TIMM23B TIMM44 TIMM50 TOMM20 TOMM20L TOMM40 TOMM40L TOMM7 TOMM70 TRIM37 USP9X GOBP_PROTEIN_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_TRANSMEMBRANE_TRANSPORT ABCA1 AIFM1 AKT2 AP4M1 AZGP1 BCR BLOC1S3 C2CD5 CHCHD4 DNAJC15 DNAJC19 DNLZ EDNRA EDNRB GLP1R GRPEL1 GRPEL2 HPSE HSPA5 HSPD1 LONP2 MCL1 PAM16 PEX1 PEX10 PEX12 PEX13 PEX14 PEX16 PEX2 PEX26 PEX5 PEX5L PEX6 PEX7 PRF1 ROMO1 RTN2 SEC61A1 SEC61A2 SEC61B SEC61G SEC62 SEC63 SRP54 TIMM17A TIMM17B TIMM21 TIMM22 TIMM23 TIMM23B TIMM44 TIMM50 TMED10 TOMM20 TOMM20L TOMM22 TOMM40 TOMM40L TOMM7 TOMM70 TRAM1 TRAM1L1 TRAM2 TRIM37 USP9X ZFAND2B GOBP_PROTEIN_TRANSPORT_INTO_MEMBRANE_RAFT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_TRANSPORT_INTO_MEMBRANE_RAFT ATP1B1 CD24 REEP2 RFTN1 UMOD GOBP_PROTEIN_TRANSPORT_TO_VACUOLE_INVOLVED_IN_UBIQUITIN_DEPENDENT_PROTEIN_CATABOLIC_PROCESS_VIA_THE_MULTIVESICULAR_BODY_SORTING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_TRANSPORT_TO_VACUOLE_INVOLVED_IN_UBIQUITIN_DEPENDENT_PROTEIN_CATABOLIC_PROCESS_VIA_THE_MULTIVESICULAR_BODY_SORTING_PATHWAY HGS MVB12A PTPN23 SNF8 STAM STAM2 TSG101 UBAP1 VPS25 VPS28 VPS36 VPS37A VPS37B VPS37C VPS37D GOBP_PROTEIN_TRANSPORT_WITHIN_LIPID_BILAYER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_TRANSPORT_WITHIN_LIPID_BILAYER ATP1B1 CD24 REEP2 RFTN1 RILPL1 RILPL2 UMOD GOBP_PROTEIN_TRIMERIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_TRIMERIZATION ALOX5AP ASIC1 CD74 CLYBL COL1A2 HLA-G ITLN1 MIF MLKL P2RX3 PNPT1 PXDN SCARA5 SIGMAR1 SLC1A2 SLC1A5 STEAP4 GOBP_PROTEIN_UFMYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_UFMYLATION CDK5RAP3 DDRGK1 UBA5 UFC1 UFL1 UFM1 GOBP_PROTEIN_UNFOLDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEIN_UNFOLDING ANGPTL4 ERP29 HSP90AA1 PEX1 PEX6 GOBP_PROTEOGLYCAN_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEOGLYCAN_BIOSYNTHETIC_PROCESS B3GALT6 B3GAT1 B3GAT2 B3GAT3 B4GALT7 BMPR1B BMPR2 CANT1 CHPF CHPF2 CHST10 CHST11 CHST12 CHST13 CHST14 CHST15 CHST3 CHST7 CHST8 CHST9 CHSY1 CHSY3 CSGALNACT1 CSGALNACT2 CTNNB1 CYTL1 DSE DSEL EXT1 EXT2 EXTL1 EXTL2 EXTL3 FAM20B FOXL1 GAL3ST3 GAL3ST4 GLCE HS2ST1 HS3ST1 HS3ST2 HS3ST3A1 HS3ST3B1 HS3ST4 HS3ST5 HS3ST6 HS6ST1 HS6ST2 HS6ST3 IGF1 MUSTN1 NDST1 NDST2 NDST3 NDST4 PXYLP1 SLC2A10 SLC35B2 SLC35D2 TCF7L2 TM9SF2 UGDH UST XYLT1 XYLT2 GOBP_PROTEOGLYCAN_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEOGLYCAN_CATABOLIC_PROCESS ADAMTS12 BTK GLB1 GPC1 GUSB HGSNAT HPSE IDS IDUA NAGLU SGSH GOBP_PROTEOGLYCAN_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEOGLYCAN_METABOLIC_PROCESS ADAMTS12 ADAMTS7 B3GALT6 B3GAT1 B3GAT2 B3GAT3 B4GALT7 BMP2 BMPR1B BMPR2 BPNT2 BTK CANT1 CHPF CHPF2 CHST10 CHST11 CHST12 CHST13 CHST14 CHST15 CHST3 CHST7 CHST8 CHST9 CHSY1 CHSY3 CNMD COL11A1 COL2A1 CSGALNACT1 CSGALNACT2 CTNNB1 CYTL1 DSE DSEL EXT1 EXT2 EXTL1 EXTL2 EXTL3 FAM20B FOXL1 GAL3ST3 GAL3ST4 GLB1 GLCE GPC1 GUSB HEXA HEXB HGSNAT HPSE HS2ST1 HS3ST1 HS3ST2 HS3ST3A1 HS3ST3B1 HS3ST4 HS3ST5 HS3ST6 HS6ST1 HS6ST2 HS6ST3 HYAL1 HYAL4 IDS IDUA IGF1 IHH MUSTN1 NAGLU NDNF NDST1 NDST2 NDST3 NDST4 PXYLP1 SGSH SLC2A10 SLC35B2 SLC35D2 SULF1 SULF2 TCF7L2 TM9SF2 UGDH UST XYLT1 XYLT2 GOBP_PROTEOLYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEOLYSIS A2ML1 ABHD17B ABRAXAS1 ABRAXAS2 ACAN ACE ACE2 ACER2 ACP4 ACR ACTMAP ACVR1C ADAM10 ADAM11 ADAM12 ADAM15 ADAM17 ADAM18 ADAM19 ADAM2 ADAM20 ADAM21 ADAM22 ADAM23 ADAM28 ADAM29 ADAM30 ADAM32 ADAM33 ADAM7 ADAM8 ADAM9 ADAMDEC1 ADAMTS1 ADAMTS10 ADAMTS12 ADAMTS13 ADAMTS14 ADAMTS15 ADAMTS16 ADAMTS17 ADAMTS18 ADAMTS19 ADAMTS2 ADAMTS20 ADAMTS3 ADAMTS4 ADAMTS5 ADAMTS6 ADAMTS7 ADAMTS8 ADAMTS9 ADGB ADGRV1 ADRA2A ADRM1 AEBP1 AFG3L2 AGA AGAP3 AGBL1 AGBL2 AGBL3 AGBL4 AGBL5 AGER AGTPBP1 AHSG AIFM1 AIM2 AKIRIN2 AKT1 ALAD ALG13 AMBRA1 AMFR AMN1 AMZ1 AMZ2 ANAPC1 ANAPC10 ANAPC11 ANAPC13 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 ANGPTL8 ANKIB1 ANKRD9 ANKZF1 ANP32B ANPEP ANXA2 ANXA8 ANXA8L1 AOPEP APAF1 APC APC2 APEH APH1A APH1B APOE APOH APPBP2 AQP1 AQP11 ARAF AREL1 ARIH1 ARIH2 ARL6IP1 ARL6IP5 ARMC8 ARRB1 ARRB2 ARRDC1 ASB2 ASCC2 ASCC3 ASPH ASPRV1 ASRGL1 ASTL ATE1 ATF6 ATG4A ATG4B ATG4C ATG4D ATP13A2 ATP23 ATP2A3 ATP5IF1 ATP6AP2 ATXN3 ATXN3L ATXN7L3 AUP1 AURKA AURKAIP1 AVP AXIN1 AXIN2 AZU1 BABAM2 BACE1 BACE2 BAD BAG2 BAG5 BAG6 BAK1 BAP1 BAX BBC3 BBS7 BCAP31 BCHE BCL10 BCL2L10 BCL2L12 BCL2L13 BFAR BID BIN1 BIRC2 BIRC3 BLID BLMH BMAL1 BMP1 BOK BRCC3 BRSK2 BTRC C17orf97 C18orf25 C1R C1RL C1S C2 C2CD3 CAAP1 CACUL1 CALR CALR3 CAMLG CANX CAPN1 CAPN10 CAPN11 CAPN12 CAPN13 CAPN14 CAPN15 CAPN2 CAPN3 CAPN5 CAPN6 CAPN7 CAPN8 CAPN9 CAPNS1 CARD16 CARD17P CARD18 CARD8 CARD9 CASC2 CASP1 CASP10 CASP12 CASP14 CASP2 CASP3 CASP4 CASP5 CASP6 CASP7 CASP8 CASP8AP2 CASP9 CAST CAV1 CAV3 CBFA2T3 CBL CBLC CCAR1 CCAR2 CCBE1 CCDC22 CCDC47 CCNF CD44 CD5L CDC16 CDC20 CDC20B CDC23 CDC26 CDC27 CDC34 CDK2 CDK5 CDK5RAP3 CDKN2D CEBPA CELA1 CELA2A CELA2B CELA3A CELA3B CFB CFD CFH CFI CFLAR CHAC1 CHFR CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CIDEB CIROP CLCA1 CLCA2 CLCA4 CLDN3 CLDN4 CLEC3B CLEC7A CLGN CLN3 CLN5 CLN6 CLN8 CLOCK CLPP CLPX CLU CMA1 CNDP1 CNDP2 CNOT4 CNTN2 COL4A3 COLEC10 COLEC11 COMMD1 COMP COP1 COPS2 COPS3 COPS4 COPS5 COPS6 COPS7A COPS7B COPS8 CORIN CPA1 CPA2 CPA3 CPA4 CPA5 CPA6 CPB1 CPB2 CPD CPE CPLANE2 CPM CPN1 CPNE1 CPO CPQ CPVL CPXM1 CPXM2 CPZ CR1 CRADD CRB2 CRBN CSN2 CSNK1A1 CSNK1D CSNK1E CSNK2A1 CSNK2A2 CST1 CST2 CST3 CST4 CST5 CST7 CSTA CSTB CTNNB1 CTRB1 CTRB2 CTRC CTRL CTSA CTSB CTSC CTSD CTSE CTSF CTSG CTSH CTSK CTSL CTSO CTSS CTSV CTSW CTSZ CUL1 CUL2 CUL3 CUL4A CUL4B CUL5 CUL7 CUL9 CUZD1 CYCS CYFIP2 CYLD DAB2 DAB2IP DAG1 DAP DAPK1 DCAF11 DCAF12 DCAF13 DCD DCST1 DDA1 DDB1 DDI1 DDI2 DDIT3 DDRGK1 DDX3X DELE1 DERL1 DERL2 DERL3 DESI1 DESI2 DET1 DHCR24 DHH DIABLO DISC1 DISP1 DLC1 DLD DMAC2 DNAAF4 DNAJB12 DNAJB2 DNAJB6 DNAJB9 DNAJC1 DNAJC10 DNAJC3 DNPEP DPEP1 DPEP2 DPEP3 DPP10 DPP3 DPP4 DPP6 DPP7 DPP8 DPP9 DTL DTX3L DTX4 DVL1 DYNC2H1 ECE1 ECE2 ECEL1 ECM1 ECPAS ECRG4 ECSCR EDEM1 EDEM2 EDEM3 EEF1AKMT4-ECE2 EFNA1 EFNA3 EGF EGLN3 EIF2AK3 EIF3F EIF3H ELANE ELOB ELOC ENC1 ENDOU ENO1 ENPEP ENY2 EPHA4 EPHA7 EPPIN ERAP1 ERAP2 ERCC8 ERLEC1 ERLIN1 ERLIN2 ERMP1 ERO1B ESPL1 F10 F11 F12 F2 F2R F3 F7 F8A1 F8A2 F8A3 F9 FABP1 FADD FAF1 FAF2 FAM111A FAM111B FAM162A FAM8A1 FAP FAS FASLG FBXL12 FBXL13 FBXL14 FBXL15 FBXL16 FBXL17 FBXL18 FBXL19 FBXL2 FBXL20 FBXL21P FBXL22 FBXL3 FBXL4 FBXL5 FBXL6 FBXL7 FBXL8 FBXO10 FBXO11 FBXO17 FBXO2 FBXO21 FBXO22 FBXO27 FBXO3 FBXO31 FBXO33 FBXO38 FBXO39 FBXO4 FBXO44 FBXO45 FBXO48 FBXO6 FBXO7 FBXO8 FBXO9 FBXW11 FBXW2 FBXW4 FBXW5 FBXW7 FBXW8 FCN1 FCN2 FCN3 FEM1A FEM1B FEM1C FETUB FGA FGB FGFR4 FGG FHIT FIS1 FKRP FMR1 FNIP1 FOLH1 FOLH1B FOXF2 FOXL2 FOXRED2 FURIN FXN FYN FZR1 GABARAP GABARAPL2 GAPDH GAS1 GAS6 GBA1 GCLC GET4 GGT1 GGT2P GGT3P GGT5 GID4 GID8 GIPC1 GLG1 GLI3 GLMN GNA12 GPER1 GPLD1 GPS1 GPX1 GRAMD4 GRIN1 GRIN2A GRIN2B GRN GSAP GSK3A GSK3B GSN GZMA GZMB GZMH GZMK GZMM H2BC1 HABP2 HACE1 HDAC1 HDAC2 HDAC6 HECTD1 HECTD3 HERC2 HERC3 HERC4 HERC5 HERC6 HERPUD1 HFE HGF HGFAC HGS HINT1 HIP1 HIP1R HIPK2 HJV HM13 HMCES HMGB1 HPN HRG HSP90AB1 HSP90B1 HSPA1A HSPA1B HSPA5 HSPBP1 HSPD1 HSPE1 HTRA1 HTRA2 HTRA3 HTRA4 IDE IFI16 IFI27 IFI6 IFNG IFT172 IFT52 IFT57 IGBP1 IHH IKBKG IL10 IL1B IL1R2 IL33 IMMP1L IMMP2L INPP5B INS ISG15 IST1 ITCH JAK2 JKAMP JMJD7 JOSD1 JOSD2 KAT5 KBTBD6 KBTBD7 KCNE2 KCTD10 KCTD13 KCTD17 KCTD2 KCTD21 KCTD5 KCTD6 KDM8 KEAP1 KEL KHDC1 KHDC1L KIF14 KLF4 KLHDC1 KLHDC10 KLHDC2 KLHDC3 KLHL15 KLHL20 KLHL22 KLHL25 KLHL3 KLHL40 KLHL42 KLHL8 KLK1 KLK10 KLK11 KLK12 KLK13 KLK14 KLK15 KLK2 KLK3 KLK4 KLK5 KLK6 KLK7 KLK8 KLK9 KLKB1 KNG1 KY L3MBTL3 LACTB LAMP3 LAMTOR5 LAP3 LAPTM5 LATS1 LCK LCN1 LDLRAD3 LGALS9 LGMN LMLN LNPEP LNX1 LONP1 LONP2 LPA LRIG2 LRP1 LRP8 LRRK2 LTA4H LTF LTN1 LVRN LYN MAEA MAFB MAGEA3 MAGEF1 MALT1 MAN1A1 MAN1A2 MAN1B1 MAN1C1 MAP1A MAP2K5 MAP3K5 MAPK12 MAPK9 MAPT MARCHF6 MARCHF7 MARVELD3 MASP1 MASP2 MAST3 MAST4 MATCAP1 MATCAP2 MBL2 MBOAT4 MBP MBTPS1 MBTPS2 MDM2 MEFV MELTF MEP1A MEP1B METAP1 METAP1D METAP2 MIB1 MINDY1 MINDY2 MINDY3 MINDY4 MIPEP MIR126 MIR152 MIR15A MIR17 MIR195 MIR199A1 MIR19B1 MIR205 MIR21 MIR24-1 MIR27B MIR29B1 MIR29C MIR339 MIR892B MIR92A1 MIRLET7B MKRN2 MME MMEL1 MMP1 MMP10 MMP11 MMP12 MMP13 MMP14 MMP15 MMP16 MMP17 MMP19 MMP2 MMP20 MMP21 MMP23B MMP24 MMP25 MMP26 MMP27 MMP28 MMP3 MMP7 MMP8 MMP9 MPND MST1 MST1L MTA1 MTCH1 MTM1 MUL1 MVB12A MVB12B MYC MYH9 MYLIP MYRF MYRFL MYSM1 N4BP1 NAALAD2 NAALADL1 NAE1 NAGLU NAIP NAPSA NCCRP1 NCSTN NDFIP1 NDFIP2 NDUFA13 NEDD4 NEDD4L NEDD8 NEMF NFE2L2 NGFR NGLY1 NHLRC1 NHLRC3 NKD2 NKX3-1 NLN NLRC4 NLRP1 NLRP12 NLRP2 NLRP3 NLRP7 NOD1 NODAL NOL3 NOP53 NPEPL1 NPEPPS NPEPPSP1 NPLOC4 NR1D1 NR1H2 NR1H3 NRDC NRIP2 NRIP3 NSFL1C NTAN1 NUB1 NUDT15 NUP98 NUPR1 OGT OLR1 OMA1 OPHN1 OS9 OSBPL7 OTUB1 OTUB2 OTUD1 OTUD3 OTUD4 OTUD5 OTUD6A OTUD6B OTUD7A OTUD7B OTULIN OTULINL OVCH1 OVCH2 P2RX7 P4HB PABIR1 PACSIN3 PAK2 PANO1 PAPPA PAPPA2 PARK7 PARL PARP1 PAX2 PBK PCBP2 PCID2 PCNP PCOLCE PCSK1 PCSK1N PCSK2 PCSK4 PCSK5 PCSK6 PCSK7 PCSK9 PCYOX1 PCYOX1L PDCD2 PDCD5 PDCD6 PDCD6IP PDCL3 PDZD4 PELI1 PEPD PERP PEX10 PEX12 PGA3 PGA4 PGA5 PGC PGK1 PGPEP1 PGPEP1L PHEX PHF20L1 PIAS1 PICALM PIDD1 PIGK PIH1D1 PINK1 PIP PISD PITHD1 PITRM1 PJA2 PKD1 PLA2G7 PLAA PLAT PLAU PLAUR PLG PLGRKT PLK1 PLK3 PM20D1 PM20D2 PMAIP1 PML PMPCA PMPCB PPARG PPM1F PPP1R11 PPP2CB PPP2R5C PRAME PRAMEF6 PRAMEF9 PRCP PRELID1 PREP PREPL PRICKLE1 PRKACA PRKACB PRKCG PRKCQ PRKN PRMT6 PRNP PROC PROZ PRPF19 PRR7 PRSS1 PRSS12 PRSS16 PRSS2 PRSS21 PRSS22 PRSS23 PRSS27 PRSS29P PRSS3 PRSS33 PRSS36 PRSS37 PRSS38 PRSS3P2 PRSS41 PRSS42P PRSS45P PRSS46P PRSS47P PRSS48 PRSS50 PRSS51 PRSS53 PRSS54 PRSS55 PRSS56 PRSS57 PRSS58 PRSS8 PRTN3 PSEN1 PSEN2 PSENEN PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME3IP1 PSME4 PSMF1 PTCH1 PTEN PTK2 PTK2B PTPN23 PTPN3 PYCARD PYHIN1 QRICH2 RACK1 RAD23A RAD23B RAF1 RAPGEF2 RBBP6 RBCK1 RBMX RBP3 RBX1 RC3H1 RC3H2 RCE1 RCHY1 RCN3 RECK RELN REN REST RET RFFL RFPL1 RFX4 RGMA RGN RHBDD1 RHBDD2 RHBDF1 RHBDL1 RHBDL2 RHBDL3 RHOBTB3 RHPN1 RIPK2 RLIM RMND5A RMND5B RNF10 RNF103 RNF11 RNF111 RNF114 RNF115 RNF121 RNF122 RNF123 RNF125 RNF126 RNF128 RNF13 RNF130 RNF133 RNF139 RNF14 RNF144A RNF144B RNF146 RNF148 RNF149 RNF150 RNF166 RNF167 RNF168 RNF175 RNF180 RNF185 RNF186 RNF187 RNF19A RNF19B RNF20 RNF213 RNF215 RNF216 RNF217 RNF25 RNF26 RNF34 RNF4 RNF40 RNF41 RNF43 RNF5 RNF6 RNF7 RNF8 RNFT1 RNFT2 RNPEP RNPEPL1 ROBO1 ROCK1 ROCK2 RPGR RPL11 RPL23 RPL5 RPS27A RPS27L RPS3 RPS6KA1 RPS6KA2 RPS6KA3 RPS7 RSPRY1 RUNX1 RYBP S100A10 S100A8 S100A9 SCG5 SCPEP1 SCRN1 SCRN2 SCRN3 SDCBP SDE2 SDF2L1 SEC11A SEC11B SEC11C SEC61B SEL1L SEL1L2 SELENOS SEMG1 SEMG2 SENP1 SENP2 SENP3 SENP5 SENP6 SENP7 SENP8 SERPINA1 SERPINA10 SERPINA11 SERPINA12 SERPINA2 SERPINA3 SERPINA4 SERPINA5 SERPINA6 SERPINA7 SERPINA9 SERPINB1 SERPINB10 SERPINB11 SERPINB12 SERPINB13 SERPINB2 SERPINB3 SERPINB4 SERPINB5 SERPINB6 SERPINB7 SERPINB8 SERPINB9 SERPIND1 SERPINE1 SERPINE2 SERPINE3 SERPINF1 SERPINF2 SERPING1 SERPINH1 SERPINI1 SERPINI2 SFN SGTA SH3BGRL SH3D19 SH3RF1 SH3RF2 SH3RF3 SHARPIN SHH SHMT2 SIAH1 SIAH2 SIAH3 SIRT1 SIRT2 SIRT4 SIRT6 SKP1 SKP2 SLC22A2 SLC30A5 SLC30A8 SMAD3 SMAD7 SMARCC1 SMURF1 SMURF2 SNCA SNF8 SNX12 SNX33 SNX9 SOCS4 SOCS5 SOCS6 SORL1 SOX2 SOX7 SPATA2 SPCS1 SPCS2 SPCS3 SPG7 SPINK2 SPINK5 SPOCK1 SPOCK2 SPOCK3 SPON1 SPOP SPOPL SPPL2A SPPL2B SPPL2C SPPL3 SPRTN SPSB1 SPSB2 SPSB3 SPSB4 SQSTM1 SRC SRGN ST14 ST18 ST20 STAM STAM2 STAMBP STAMBPL1 STAT3 STOML2 STT3B STUB1 STYX SUFU SUMO1 SUMO2 SVBP SVIP SYK SYVN1 TAF1 TAF9 TANK TASP1 TAX1BP3 TBC1D10A TBL1X TBL1XR1 TBX21 TGFB1 TGFB1I1 TGM2 THBD THBS1 THOP1 TIMP1 TIMP2 TIMP3 TIMP4 TINAG TINAGL1 TLK2 TLL1 TLL2 TM4SF20 TMEM129 TMEM168 TMEM208 TMEM259 TMEM67 TMEM98 TMF1 TMPRSS11A TMPRSS11B TMPRSS11D TMPRSS11E TMPRSS11F TMPRSS12 TMPRSS13 TMPRSS15 TMPRSS2 TMPRSS3 TMPRSS4 TMPRSS5 TMPRSS6 TMPRSS7 TMPRSS9 TMTC3 TMUB1 TMUB2 TNF TNFAIP1 TNFAIP3 TNFRSF1B TNFSF10 TNFSF15 TNIP1 TNP1 TNP2 TOLLIP TOM1L1 TOPORS TOR1A TP53 TP53INP2 TPP1 TPP2 TPSAB1 TPSB2 TPSD1 TPSG1 TRABD2A TRABD2B TRAF3 TRAF4 TRAF7 TREM2 TRHDE TRIAP1 TRIB1 TRIB2 TRIB3 TRIM13 TRIM2 TRIM21 TRIM25 TRIM3 TRIM31 TRIM32 TRIM38 TRIM39 TRIM45 TRIM58 TRIM67 TRIM71 TRIM72 TRIM9 TRIP12 TRIP4 TRPC4AP TSG101 TTBK1 TTC3 TTC36 TYSND1 UACA UBA1 UBA3 UBA52 UBA6 UBA7 UBAC2 UBAP1 UBAP1L UBB UBC UBD UBE2A UBE2B UBE2C UBE2D1 UBE2D2 UBE2D3 UBE2D4 UBE2E1 UBE2G1 UBE2G2 UBE2H UBE2I UBE2J1 UBE2J2 UBE2K UBE2L3 UBE2L5 UBE2L6 UBE2N UBE2R2 UBE2S UBE2W UBE2Z UBE3A UBE3B UBE3C UBE3D UBE4A UBE4B UBL4A UBL7 UBQLN1 UBQLN2 UBQLN3 UBQLN4 UBQLNL UBR1 UBR2 UBR3 UBR4 UBXN1 UBXN10 UBXN11 UBXN2A UBXN2B UBXN4 UBXN6 UBXN7 UBXN8 UCHL1 UCHL3 UCHL5 UFD1 UFL1 UFSP2 UGGT1 UGGT2 UHRF1 UMOD UQCRC2 USP1 USP10 USP11 USP12 USP13 USP14 USP15 USP16 USP17L1 USP17L10 USP17L11 USP17L12 USP17L13 USP17L15 USP17L17 USP17L18 USP17L19 USP17L2 USP17L20 USP17L21 USP17L22 USP17L24 USP17L3 USP17L4 USP17L5 USP17L6P USP17L7 USP17L8 USP18 USP19 USP2 USP20 USP21 USP22 USP24 USP25 USP26 USP27X USP28 USP29 USP3 USP30 USP31 USP32 USP33 USP34 USP35 USP36 USP37 USP38 USP4 USP40 USP42 USP43 USP44 USP45 USP46 USP47 USP48 USP49 USP5 USP50 USP51 USP6 USP7 USP8 USP9X USP9Y USPL1 VASH1 VASH2 VCP VCPIP1 VEGFA VHL VPS25 VPS28 VPS36 VPS37A VPS37B VPS37C VPS37D VPS4A VPS4B VSIR VTN WAC WDR26 WDR77 WDR81 WDR91 WFDC2 WFS1 WNT1 WNT10B WWP1 WWP2 WWTR1 XBP1 XDH XIAP XPNPEP1 XPNPEP2 XPNPEP3 XPO1 YIPF5 YME1L1 YOD1 ZC3H12A ZER1 ZFAND2A ZFAND2B ZMPSTE24 ZNF418 ZNF598 ZNRF1 ZNRF2 ZNRF3 ZNRF4 ZRANB1 ZSWIM8 ZYG11B GOBP_PROTEOLYSIS_INVOLVED_IN_PROTEIN_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTEOLYSIS_INVOLVED_IN_PROTEIN_CATABOLIC_PROCESS ACR ADAMTS12 ADAMTS7 ADRM1 AGAP3 AGBL4 AGTPBP1 AKIRIN2 AKT1 ALAD AMBRA1 AMFR AMN1 ANAPC1 ANAPC10 ANAPC11 ANAPC13 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 ANKIB1 ANKRD9 ANKZF1 APC APC2 APOE APPBP2 AQP11 ARAF AREL1 ARIH1 ARIH2 ARMC8 ARRB1 ARRB2 ARRDC1 ASB2 ASCC2 ASCC3 ATE1 ATF6 ATP5IF1 ATXN3 AUP1 AURKA AXIN1 AXIN2 BAG2 BAG5 BAG6 BAP1 BBS7 BCAP31 BFAR BIRC2 BMAL1 BRSK2 BTRC C17orf97 C18orf25 CACUL1 CALR CALR3 CAMLG CANX CAPN2 CASP8 CAV1 CAV3 CBFA2T3 CBL CBLC CCAR1 CCAR2 CCDC22 CCDC47 CCNF CDC16 CDC20 CDC20B CDC23 CDC26 CDC27 CDC34 CDK2 CDK5RAP3 CEBPA CHFR CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CLGN CLOCK CLPP CLPX CLU CNOT4 COMMD1 COP1 COPS3 CPA1 CRBN CSNK1A1 CSNK1D CSNK1E CSNK2A1 CSNK2A2 CTNNB1 CTSB CTSC CTSF CTSH CTSK CTSL CTSO CTSS CTSV CTSW CTSZ CUL1 CUL2 CUL3 CUL4A CUL4B CUL5 CUL7 CUL9 DAB2 DAB2IP DCAF11 DCAF12 DCAF13 DCST1 DDA1 DDB1 DDI1 DDI2 DDIT3 DDRGK1 DERL1 DERL2 DERL3 DESI1 DET1 DISC1 DMAC2 DNAAF4 DNAJB12 DNAJB2 DNAJB9 DNAJC10 DNAJC3 DTL DTX3L DTX4 DVL1 ECPAS ECRG4 ECSCR EDEM1 EDEM2 EDEM3 EFNA1 EGF EIF3H ELOB ELOC ENC1 EPHA4 ERCC8 ERLEC1 ERLIN1 ERLIN2 F8A1 F8A2 F8A3 FAF1 FAF2 FAM8A1 FAP FBXL12 FBXL13 FBXL14 FBXL15 FBXL16 FBXL17 FBXL18 FBXL19 FBXL2 FBXL20 FBXL21P FBXL22 FBXL3 FBXL4 FBXL5 FBXL6 FBXL7 FBXL8 FBXO10 FBXO11 FBXO17 FBXO2 FBXO21 FBXO22 FBXO27 FBXO3 FBXO31 FBXO33 FBXO38 FBXO39 FBXO4 FBXO44 FBXO45 FBXO48 FBXO6 FBXO7 FBXO8 FBXO9 FBXW11 FBXW4 FBXW5 FBXW7 FBXW8 FEM1A FEM1B FEM1C FHIT FMR1 FOXF2 FOXRED2 FZR1 GABARAP GABARAPL2 GBA1 GCLC GET4 GID4 GID8 GIPC1 GLMN GNA12 GPX1 GSK3A GSK3B GZMA GZMB HACE1 HDAC6 HECTD1 HECTD3 HERC2 HERC3 HERC4 HERC5 HERC6 HERPUD1 HFE HGS HIPK2 HM13 HSP90AB1 HSP90B1 HSPA1A HSPA1B HSPA5 HSPBP1 IDE IFI27 IKBKG IL33 ISG15 ITCH JKAMP KAT5 KBTBD6 KBTBD7 KCNE2 KCTD10 KCTD13 KCTD17 KCTD2 KCTD21 KCTD5 KCTD6 KEAP1 KIF14 KLHDC1 KLHDC10 KLHDC2 KLHDC3 KLHL15 KLHL20 KLHL22 KLHL25 KLHL3 KLHL40 KLHL42 KLHL8 L3MBTL3 LAMP3 LAPTM5 LATS1 LGMN LNX1 LONP1 LONP2 LRRK2 LTN1 MAEA MAGEF1 MALT1 MAN1A1 MAN1A2 MAN1B1 MAN1C1 MAP1A MAPK9 MARCHF6 MARCHF7 MARVELD3 MDM2 MIB1 MKRN2 MTA1 MTM1 MVB12A MVB12B MYLIP N4BP1 NAE1 NAGLU NCCRP1 NDFIP1 NDFIP2 NEDD4 NEDD4L NEDD8 NEMF NFE2L2 NGLY1 NHLRC1 NHLRC3 NKD2 NOP53 NPLOC4 NR1D1 NSFL1C NTAN1 NUB1 NUDT15 NUPR1 OGT OMA1 OPHN1 OS9 OSBPL7 OTUD7A OTUD7B PABIR1 PANO1 PARK7 PBK PCBP2 PCNP PCYOX1 PCYOX1L PDCD6IP PDCL3 PELI1 PEX10 PEX12 PHF20L1 PIAS1 PINK1 PITHD1 PJA2 PKD1 PLAA PLK1 PLK3 PMAIP1 PML PPP1R11 PPP2CB PPP2R5C PRAME PRAMEF6 PRAMEF9 PRICKLE1 PRKACA PRKCG PRKN PRMT6 PRPF19 PSEN1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME3IP1 PSME4 PSMF1 PTEN PTK2 PTK2B PTPN23 PYHIN1 QRICH2 RACK1 RAD23A RAD23B RBBP6 RBCK1 RBX1 RC3H1 RC3H2 RCHY1 RCN3 RFFL RFPL1 RGN RHBDD1 RHBDD2 RHBDF1 RHOBTB3 RLIM RMND5A RMND5B RNF10 RNF103 RNF11 RNF111 RNF114 RNF115 RNF121 RNF122 RNF123 RNF125 RNF126 RNF128 RNF13 RNF130 RNF133 RNF139 RNF14 RNF144A RNF144B RNF146 RNF148 RNF149 RNF150 RNF166 RNF167 RNF168 RNF175 RNF180 RNF185 RNF186 RNF187 RNF19A RNF19B RNF20 RNF213 RNF215 RNF216 RNF217 RNF25 RNF26 RNF34 RNF4 RNF40 RNF41 RNF43 RNF5 RNF6 RNF7 RNF8 RNFT1 RNFT2 RPGR RPL11 RPL23 RPL5 RPS27A RPS7 RSPRY1 RYBP SDF2L1 SEC61B SEL1L SEL1L2 SELENOS SGTA SH3BGRL SH3RF1 SH3RF2 SH3RF3 SHARPIN SHH SIAH1 SIAH2 SIAH3 SIRT1 SIRT2 SIRT6 SKP1 SKP2 SMAD7 SMARCC1 SMURF1 SMURF2 SNF8 SOCS4 SOCS5 SOCS6 SPOP SPOPL SPSB1 SPSB2 SPSB3 SPSB4 SQSTM1 STAM STAM2 STT3B STUB1 STYX SUFU SUMO1 SUMO2 SVIP SYVN1 TAF1 TAF9 TBL1X TBL1XR1 TBX21 TGFB1I1 TLK2 TMEM129 TMEM168 TMEM259 TMEM67 TMF1 TMTC3 TMUB1 TMUB2 TNFAIP1 TNFAIP3 TOLLIP TOM1L1 TOPORS TOR1A TP53INP2 TRAF4 TRAF7 TREM2 TRIB1 TRIB2 TRIB3 TRIM13 TRIM2 TRIM21 TRIM25 TRIM3 TRIM31 TRIM32 TRIM38 TRIM39 TRIM45 TRIM58 TRIM67 TRIM71 TRIM72 TRIM9 TRIP12 TRIP4 TRPC4AP TSG101 TTC3 TTC36 UBA1 UBA52 UBA6 UBA7 UBAC2 UBAP1 UBAP1L UBB UBC UBD UBE2A UBE2B UBE2C UBE2D1 UBE2D2 UBE2D3 UBE2D4 UBE2E1 UBE2G1 UBE2G2 UBE2H UBE2I UBE2J1 UBE2J2 UBE2K UBE2L3 UBE2L5 UBE2L6 UBE2N UBE2R2 UBE2S UBE2W UBE2Z UBE3A UBE3B UBE3C UBE3D UBE4A UBE4B UBL4A UBL7 UBQLN1 UBQLN2 UBQLN3 UBQLN4 UBQLNL UBR1 UBR2 UBR3 UBR4 UBXN1 UBXN10 UBXN11 UBXN2A UBXN2B UBXN4 UBXN6 UBXN7 UBXN8 UCHL1 UCHL3 UCHL5 UFD1 UFL1 UGGT1 UGGT2 UHRF1 UMOD USP13 USP14 USP17L24 USP17L6P USP19 USP25 USP26 USP28 USP33 USP38 USP44 USP5 USP7 USP9X VCP VHL VPS25 VPS28 VPS36 VPS37A VPS37B VPS37C VPS37D VPS4A VPS4B WAC WDR26 WDR77 WDR81 WDR91 WFS1 WNT1 WNT10B WWP1 WWP2 WWTR1 XBP1 XPO1 YME1L1 YOD1 ZER1 ZFAND2A ZFAND2B ZMPSTE24 ZNF418 ZNF598 ZNRF1 ZNRF2 ZNRF3 ZNRF4 ZRANB1 ZSWIM8 ZYG11B GOBP_PROTON_MOTIVE_FORCE_DRIVEN_ATP_SYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTON_MOTIVE_FORCE_DRIVEN_ATP_SYNTHESIS ANTKMT ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5F1EP2 ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5MGL ATP5MJ ATP5MK ATP5PB ATP5PD ATP5PF ATP5PO ATP6V0C ATP6V1A ATPSCKMT DNAJC30 MT-ATP6 MT-ATP8 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA3 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFB1 NDUFB10 NDUFB11 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 SDHA SDHB SDHC SDHD STOML2 VPS9D1 GOBP_PROTON_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTON_TRANSMEMBRANE_TRANSPORT ACTN4 ANTKMT ASIC5 ATP12A ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP1B1 ATP4A ATP4B ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5F1EP2 ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5MGL ATP5PB ATP5PD ATP5PF ATP5PO ATP6AP1 ATP6AP2 ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1C2 ATP6V1D ATP6V1E1 ATP6V1E2 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1G3 ATP6V1H ATPSCKMT CHP1 CHP2 CLCN3 COA8 COX15 COX17 COX4I1 COX4I2 COX5A COX5B COX6B1 COX7A1 COX7A2L COX7B COX8A CTNS CYB5A CYC1 DMAC2L DRD4 FXYD2 GHITM HVCN1 IL13 LETM1 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND4 MT-ND5 MTCO2P12 NDUFA4 NDUFS7 NNT NOX5 OTOP1 OTOP2 OTOP3 PHB2 PPIF RNASEK SLC11A1 SLC11A2 SLC15A1 SLC15A2 SLC15A3 SLC15A4 SLC16A1 SLC17A5 SLC17A6 SLC17A7 SLC18A1 SLC18A2 SLC18A3 SLC18B1 SLC25A12 SLC25A13 SLC25A14 SLC25A18 SLC25A22 SLC25A27 SLC25A3 SLC25A4 SLC25A5 SLC2A10 SLC2A9 SLC32A1 SLC36A1 SLC36A2 SLC36A3 SLC46A1 SLC47A1 SLC47A2 SLC4A10 SLC4A11 SLC9A1 SLC9A2 SLC9A3 SLC9A4 SLC9A5 SLC9A6 SLC9A7 SLC9A8 SLC9A9 SLC9B1 SLC9B1P1 SLC9B2 SLC9C1 SLC9C2 SPHK2 SURF1 TCIRG1 TESC TMCO3 TMEM175 TMSB4X UCP1 UCP2 UCP3 UQCR10 UQCRC1 UQCRFS1 UQCRFS1P1 UQCRH GOBP_PROTON_TRANSPORTING_TWO_SECTOR_ATPASE_COMPLEX_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTON_TRANSPORTING_TWO_SECTOR_ATPASE_COMPLEX_ASSEMBLY ALDOB ATP23 ATP5F1D ATP6V1B1 ATPAF1 ATPAF2 CCDC115 FMC1 OXA1L PIP4P1 TM9SF4 TMEM199 TMEM242 TMEM70 TMEM9 VMA21 GOBP_PROTON_TRANSPORTING_V_TYPE_ATPASE_COMPLEX_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTON_TRANSPORTING_V_TYPE_ATPASE_COMPLEX_ASSEMBLY ALDOB ATP6V1B1 CCDC115 PIP4P1 TM9SF4 TMEM199 TMEM9 VMA21 GOBP_PROTOPORPHYRINOGEN_IX_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTOPORPHYRINOGEN_IX_BIOSYNTHETIC_PROCESS ALAD ALAS1 ALAS2 CPOX HMBS IREB2 PPOX UROD UROS GOBP_PROTOPORPHYRINOGEN_IX_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROTOPORPHYRINOGEN_IX_METABOLIC_PROCESS ALAD ALAS1 ALAS2 CPOX EIF2AK1 FECH HMBS IREB2 PPOX UROD UROS GOBP_PROXIMAL_DISTAL_PATTERN_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROXIMAL_DISTAL_PATTERN_FORMATION ALDH1A2 CHSY1 CTNNB1 CYP26B1 DLL1 DLX1 DLX2 EN1 FGF10 GLI1 GLI2 GLI3 GREM1 HES5 HOXA10 HOXA11 HOXA9 HOXB9 HOXC10 HOXC11 HOXC9 HOXD10 HOXD9 IRX1 IRX2 IRX3 LRP4 NODAL OSR1 PBX1 PBX2 SIX3 SP8 TP63 GOBP_PROXIMAL_DISTAL_PATTERN_FORMATION_INVOLVED_IN_NEPHRON_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROXIMAL_DISTAL_PATTERN_FORMATION_INVOLVED_IN_NEPHRON_DEVELOPMENT HES5 IRX1 IRX2 IRX3 OSR1 GOBP_PROXIMAL_TUBULE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PROXIMAL_TUBULE_DEVELOPMENT ACAT1 AQP1 AQP11 CTNS DLL1 HEYL NOTCH2 PKD1 SLC22A1 SLC22A6 GOBP_PRO_B_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PRO_B_CELL_DIFFERENTIATION FLCN FLT3 FNIP1 HES1 HES5 LIG4 NOTCH1 NUDT21 PRKDC SOS1 SOS2 SOX4 GOBP_PSEUDOPODIUM_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PSEUDOPODIUM_ORGANIZATION APC C15orf62 CCL21 CCR7 CDC42 CDC42EP1 CDC42EP2 CDC42EP3 CDC42EP4 CDC42EP5 F2RL1 KIT KLHL41 RAB25 SRGAP2 SRGAP2C WASHC1 GOBP_PSEUDOURIDINE_SYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PSEUDOURIDINE_SYNTHESIS DKC1 GAR1 NAF1 NHP2 NOP10 PUS1 PUS10 PUS3 PUS7 PUS7L PUSL1 RPUSD1 RPUSD2 RPUSD3 RPUSD4 TRUB1 TRUB2 TSR3 GOBP_PSYCHOMOTOR_BEHAVIOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PSYCHOMOTOR_BEHAVIOR C12orf57 DPP4 GRP GRPR KCNQ3 GOBP_PTERIDINE_CONTAINING_COMPOUND_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PTERIDINE_CONTAINING_COMPOUND_BIOSYNTHETIC_PROCESS ATIC DHFR DHFR2 DHFRP1 FPGS GART GCH1 MTHFS PCBD1 PCBD2 PTS QDPR SPR GOBP_PTERIDINE_CONTAINING_COMPOUND_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PTERIDINE_CONTAINING_COMPOUND_METABOLIC_PROCESS ALDH1L2 ATIC DHFR DHFR2 DHFRP1 FOLH1 FOLR1 FPGS FTCD GART GCH1 GGH MTHFD1 MTHFD1L MTHFD2 MTHFD2L MTHFR MTHFS MTR MTRR PCBD1 PCBD2 PM20D2 PRKG2 PTS QDPR SHMT1 SHMT2 SLC19A1 SLC25A32 SLC46A1 SPR TYMS GOBP_PULMONARY_ARTERY_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PULMONARY_ARTERY_MORPHOGENESIS CITED2 HEY2 JAG1 LRP2 SEC24B STRA6 GOBP_PULMONARY_VALVE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PULMONARY_VALVE_DEVELOPMENT ADAMTS5 BMP4 BMPR2 GJA5 HEY1 HEY2 HEYL JAG1 NFATC1 NOS3 NOTCH1 NOTCH2 RBPJ ROBO1 ROBO2 SLIT2 SMAD2 SMAD6 STRA6 TBX20 TGFB2 TNFRSF1A TNFRSF1B GOBP_PULMONARY_VALVE_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PULMONARY_VALVE_MORPHOGENESIS ADAMTS5 BMP4 GJA5 HEY1 HEY2 HEYL JAG1 NFATC1 NOS3 NOTCH1 NOTCH2 ROBO1 ROBO2 SLIT2 SMAD2 SMAD6 STRA6 TBX20 TGFB2 GOBP_PURINERGIC_NUCLEOTIDE_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PURINERGIC_NUCLEOTIDE_RECEPTOR_SIGNALING_PATHWAY ACP3 ADA ADCY5 ADORA1 ADORA2A ADORA2B ADORA3 ANO6 CNTN2 CTSG GNAI2 GPR171 GPR34 GPR87 NECAB2 P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX6 P2RX7 P2RY1 P2RY11 P2RY12 P2RY13 P2RY14 P2RY2 P2RY4 P2RY6 P2RY8 PTAFR GOBP_PURINE_CONTAINING_COMPOUND_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PURINE_CONTAINING_COMPOUND_CATABOLIC_PROCESS ABCD1 ACAT1 ACOT7 ADA ADA2 ADAL AMPD3 DNPH1 DPYD ENPP4 ENTPD4 FITM2 GDA HINT1 HPRT1 ITPA MLYCD NT5C NT5C1A NT5C1B NT5C2 NT5E NUDT1 NUDT10 NUDT11 NUDT12 NUDT13 NUDT15 NUDT16 NUDT17 NUDT18 NUDT19 NUDT3 NUDT4 NUDT4B NUDT7 NUDT8 NUDT9 PDE10A PDE1A PDE2A PDE4A PDE4B PDE4C PDE4D PDE5A PDE7A PDE7B PDE8A PDE8B PDE9A PNP PRTFDC1 SAMHD1 SARM1 SUCLA2 SUCLG1 SUCLG2 URAD VNN1 XDH GOBP_PURINE_CONTAINING_COMPOUND_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PURINE_CONTAINING_COMPOUND_METABOLIC_PROCESS AADAT AASS ABCC6 ABCD1 ABCG2 ABHD14B ACACA ACACB ACAT1 ACLY ACMSD ACOT1 ACOT11 ACOT12 ACOT2 ACOT4 ACOT6 ACOT7 ACOT8 ACOT9 ACP3 ACSBG1 ACSBG2 ACSF2 ACSF3 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 ACSM1 ACSM2A ACSM2B ACSM3 ACSM4 ACSM5 ACSM6 ACSS1 ACSS2 ADA ADA2 ADAL ADCY1 ADCY10 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ADK ADSL ADSS1 ADSS2 AFMID AK1 AK2 AK3 AK4 AK5 ALDH1L1 ALDH1L2 ALDOA ALDOB AMPD1 AMPD2 AMPD3 ANTKMT APRT ASPDH ATIC ATP1A2 ATP1B1 ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5F1EP2 ATP5IF1 ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5MGL ATP5MJ ATP5MK ATP5PB ATP5PD ATP5PF ATP5PO ATP6V0C ATP6V1A ATP6V1B1 ATP6V1B2 ATPSCKMT BAAT BAD BEND3 BPNT1 CACNB4 CARD11 CARMIL1 CASK CD38 CLPX COASY COX11 CROT CTNS DCAKD DCK DCXR DERA DGAT1 DGAT2 DGUOK DIP2A DLAT DLD DLG1 DLG2 DLST DMAC2L DNAJC30 DNM1L DNPH1 DPYD EFL1 ELOVL1 ELOVL2 ELOVL3 ELOVL4 ELOVL5 ELOVL6 ELOVL7 ENO1 ENPP1 ENPP3 ENPP4 ENSG00000205794 ENSG00000290147 ENTPD4 ENTPD7 EPHA2 FAR1 FAR2 FHIT FIGNL1 FIS1 FITM2 FLCN FMO1 FMO2 FMO5 G6PC1 G6PD GART GCDH GCK GCKR GDA GIMAP7 GLYAT GMPR GMPR2 GMPS GNAI3 GNMT GPAM GPAT4 GPD1 GPD1L GTPBP1 GUCA1A GUCA1B GUCY1A1 GUCY1A2 GUCY1B1 GUCY2C GUCY2D GUCY2F GUK1 H19 H6PD HAAO HACD1 HACD2 HINT1 HMGCR HMGCS1 HMGCS2 HPRT1 HSD17B12 HSD17B4 HSPA1A HSPA1B HSPA8 HTD2 ICMT IDH1 IDH2 IDO1 IDO2 IL4 IMPDH1 IMPDH2 ITPA KCNAB2 KDM1A KMO KYNU LACC1 LDHB LDHC LIPA LRGUK LRRK2 MACROD1 MACROD2 MACROH2A1 MAGI3 MCCC2 MCEE MDH1 MDH1B MDH2 ME1 ME2 MFN1 MIR675 MLST8 MLYCD MMUT MPC2 MPP1 MT-ATP6 MT-ATP8 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MTAP MTHFD1 MTHFD2L MTOR MVD MVK MYH3 MYH4 MYH6 MYH7 MYH8 NADK NADK2 NADSYN1 NAMPT NAPRT NAXD NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA3 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFB1 NDUFB10 NDUFB11 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 NME1 NME2 NME2P1 NME3 NME4 NME5 NME6 NME7 NME9 NMNAT1 NMNAT2 NMNAT3 NMRK1 NMRK2 NNMT NNT NOCT NOS1 NOS2 NOS3 NOX1 NPPA NPPB NPPC NPR1 NPR2 NQO1 NT5C NT5C1A NT5C1B NT5C2 NT5E NUDT1 NUDT10 NUDT11 NUDT12 NUDT13 NUDT15 NUDT16 NUDT17 NUDT18 NUDT19 NUDT2 NUDT3 NUDT4 NUDT4B NUDT5 NUDT7 NUDT8 NUDT9 OARD1 OGDH OLA1 OPA1 OXSM PAICS PANK1 PANK2 PANK3 PANK4 PAPSS1 PAPSS2 PARG PARP1 PARP10 PARP16 PARP9 PC PDE10A PDE1A PDE2A PDE4A PDE4B PDE4C PDE4D PDE5A PDE7A PDE7B PDE8A PDE8B PDE9A PDHA1 PDHA2 PDHB PDHX PDK1 PDK2 PDK3 PDK4 PFAS PGAM1 PGD PGLS PGM2 PID1 PINK1 PIPOX PMVK PNP PPARA PPARGC1A PPAT PPCDC PPCS PPT1 PPT2 PRKAG2 PRPS1 PRPS1L1 PRPS2 PRPSAP1 PRPSAP2 PRTFDC1 PTGDR PTGIS PTH PTHLH QPRT RAB23 RAN RBKS RD3 RHOQ RORA RPE RPEL1 RPIA RPTOR SAMHD1 SARM1 SDHA SDHB SDHC SDHD SHMT1 SHMT2 SHPK SLC16A9 SLC17A1 SLC17A3 SLC22A11 SLC22A12 SLC22A13 SLC25A1 SLC25A13 SLC25A16 SLC25A25 SLC27A2 SLC2A9 SLC4A7 SLC5A8 SNCA SPHK2 STOML2 SUCLA2 SUCLG1 SUCLG2 SULT1A1 SULT1A2 SULT1A3 SULT1A4 SULT1B1 SULT1C3 SULT1C4 SULT1E1 SULT2A1 SULT2B1 TAFAZZIN TALDO1 TDO2 TECR TGFB1 THEM5 TIGAR TJP2 TKT TMSB4X TP53 TP53I3 TPST1 TPST2 TREM2 TSPO TTR UQCC3 URAD VCP VNN1 VPS9D1 XDH GOBP_PURINE_CONTAINING_COMPOUND_SALVAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PURINE_CONTAINING_COMPOUND_SALVAGE ADA ADK ADSL AMPD1 AMPD2 AMPD3 APRT DCK DGUOK HPRT1 MTAP NAPRT PGM2 PNP PRTFDC1 GOBP_PURINE_CONTAINING_COMPOUND_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PURINE_CONTAINING_COMPOUND_TRANSMEMBRANE_TRANSPORT ABCC4 ADCY10 AQP9 LRRC8A LRRC8C LRRC8D LRRC8E SLC17A9 SLC19A1 SLC22A1 SLC22A2 SLC22A3 SLC25A16 SLC25A17 SLC25A23 SLC25A24 SLC25A26 SLC25A31 SLC25A4 SLC25A41 SLC25A42 SLC25A47 SLC25A5 SLC25A51 SLC25A52 SLC25A53 SLC25A6 SLC28A1 SLC28A2 SLC28A3 SLC29A1 SLC29A2 SLC29A3 SLC33A1 SLC35B2 SLC35B3 SLC43A3 SLC46A2 GOBP_PURINE_DEOXYRIBONUCLEOSIDE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PURINE_DEOXYRIBONUCLEOSIDE_METABOLIC_PROCESS ADA DGUOK GDA PNP XDH GOBP_PURINE_DEOXYRIBONUCLEOSIDE_MONOPHOSPHATE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PURINE_DEOXYRIBONUCLEOSIDE_MONOPHOSPHATE_CATABOLIC_PROCESS ADA GDA NT5C NT5C1A PNP XDH GOBP_PURINE_DEOXYRIBONUCLEOSIDE_MONOPHOSPHATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PURINE_DEOXYRIBONUCLEOSIDE_MONOPHOSPHATE_METABOLIC_PROCESS ADA ADK DCK DGUOK GDA NT5C NT5C1A NT5C2 PNP XDH GOBP_PURINE_DEOXYRIBONUCLEOSIDE_TRIPHOSPHATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PURINE_DEOXYRIBONUCLEOSIDE_TRIPHOSPHATE_METABOLIC_PROCESS ADA ADK DGUOK NUDT15 NUDT16 SAMHD1 GOBP_PURINE_DEOXYRIBONUCLEOTIDE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PURINE_DEOXYRIBONUCLEOTIDE_BIOSYNTHETIC_PROCESS ADK AK5 DCK DGUOK GUK1 GOBP_PURINE_DEOXYRIBONUCLEOTIDE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PURINE_DEOXYRIBONUCLEOTIDE_CATABOLIC_PROCESS ADA GDA NT5C NT5C1A NUDT15 NUDT16 NUDT18 PNP SAMHD1 XDH GOBP_PURINE_DEOXYRIBONUCLEOTIDE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PURINE_DEOXYRIBONUCLEOTIDE_METABOLIC_PROCESS ADA ADK AK5 DCK DGUOK GDA GUK1 NT5C NT5C1A NT5C2 NUDT15 NUDT16 NUDT18 PNP SAMHD1 XDH GOBP_PURINE_NUCLEOBASE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PURINE_NUCLEOBASE_BIOSYNTHETIC_PROCESS ADA APRT GART GMPS HPRT1 PAICS PPAT PRPS1 PRTFDC1 SHMT1 SHMT2 GOBP_PURINE_NUCLEOBASE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PURINE_NUCLEOBASE_METABOLIC_PROCESS ACP3 ADA ADK APRT DPYD GART GDA GMPR GMPR2 GMPS HPRT1 KDM1A PAICS PPAT PRPS1 PRTFDC1 SHMT1 SHMT2 TTR URAD XDH GOBP_PURINE_NUCLEOBASE_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PURINE_NUCLEOBASE_TRANSMEMBRANE_TRANSPORT AQP9 SLC28A1 SLC28A2 SLC28A3 SLC29A1 SLC29A2 SLC29A3 SLC43A3 GOBP_PURINE_NUCLEOSIDE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PURINE_NUCLEOSIDE_BIOSYNTHETIC_PROCESS ADA ADA2 ADAL ADK APRT HPRT1 MTAP NT5E PGM2 PNP PRTFDC1 GOBP_PURINE_NUCLEOSIDE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PURINE_NUCLEOSIDE_CATABOLIC_PROCESS ADA ADA2 ADAL ENPP4 GDA NUDT1 PNP XDH GOBP_PURINE_NUCLEOSIDE_DIPHOSPHATE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PURINE_NUCLEOSIDE_DIPHOSPHATE_BIOSYNTHETIC_PROCESS AK1 AK2 AK3 AK4 AK5 GUK1 GOBP_PURINE_NUCLEOSIDE_DIPHOSPHATE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PURINE_NUCLEOSIDE_DIPHOSPHATE_CATABOLIC_PROCESS ENTPD2 ENTPD4 NT5E NUDT18 NUDT9 GOBP_PURINE_NUCLEOSIDE_DIPHOSPHATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PURINE_NUCLEOSIDE_DIPHOSPHATE_METABOLIC_PROCESS AK1 AK2 AK3 AK4 AK5 BAD CARD11 CASK DLG1 DLG2 ENTPD2 ENTPD4 GUK1 LRGUK MAGI3 MPP1 NT5E NUDT18 NUDT9 TJP2 GOBP_PURINE_NUCLEOSIDE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PURINE_NUCLEOSIDE_METABOLIC_PROCESS ACP3 ADA ADA2 ADAL ADK APRT DGUOK ENPP4 GDA GNMT HPRT1 ICMT MACROD1 MACROD2 MTAP NT5C1A NT5C1B NT5C2 NT5E NUDT1 OARD1 PGM2 PNP PRTFDC1 PTGDR XDH GOBP_PURINE_NUCLEOSIDE_MONOPHOSPHATE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PURINE_NUCLEOSIDE_MONOPHOSPHATE_BIOSYNTHETIC_PROCESS ADA ADK ADSL ADSS1 ADSS2 AMPD1 AMPD2 AMPD3 APRT ATIC DCK DGUOK GART GMPS HPRT1 IMPDH1 IMPDH2 NUDT2 PAICS PFAS PPAT GOBP_PURINE_NUCLEOSIDE_MONOPHOSPHATE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PURINE_NUCLEOSIDE_MONOPHOSPHATE_CATABOLIC_PROCESS ADA AMPD3 GDA HPRT1 NT5C NT5C1A NT5C2 NT5E PNP PRTFDC1 XDH GOBP_PURINE_NUCLEOSIDE_MONOPHOSPHATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PURINE_NUCLEOSIDE_MONOPHOSPHATE_METABOLIC_PROCESS ADA ADK ADSL ADSS1 ADSS2 AK1 AK2 AK3 AK4 AMPD1 AMPD2 AMPD3 APRT ATIC CARD11 CASK DCK DGUOK DLG1 DLG2 GART GDA GMPR2 GMPS GUK1 HPRT1 IMPDH1 IMPDH2 LRGUK MAGI3 MPP1 NT5C NT5C1A NT5C2 NT5E NUDT2 PAICS PFAS PNP PPAT PRTFDC1 TJP2 XDH GOBP_PURINE_NUCLEOSIDE_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PURINE_NUCLEOSIDE_TRANSMEMBRANE_TRANSPORT SLC25A26 SLC28A2 SLC28A3 SLC29A1 SLC29A2 GOBP_PURINE_NUCLEOSIDE_TRIPHOSPHATE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PURINE_NUCLEOSIDE_TRIPHOSPHATE_CATABOLIC_PROCESS ADA ITPA NUDT15 NUDT16 SAMHD1 GOBP_PURINE_NUCLEOTIDE_SALVAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PURINE_NUCLEOTIDE_SALVAGE ADA ADK ADSL AMPD1 AMPD2 AMPD3 APRT DCK DGUOK HPRT1 NAPRT GOBP_PURINE_NUCLEOTIDE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PURINE_NUCLEOTIDE_TRANSPORT ABCC11 ABCC4 ABCC5 ABCC6 ABCD1 ADCY10 ANKH CALHM1 CALHM3 CD47 CR1 GJB1 LRRC8A LRRC8C LRRC8D LRRC8E P2RX7 SLC17A9 SLC19A1 SLC25A16 SLC25A17 SLC25A23 SLC25A24 SLC25A25 SLC25A31 SLC25A4 SLC25A41 SLC25A42 SLC25A47 SLC25A5 SLC25A51 SLC25A52 SLC25A53 SLC25A6 SLC33A1 SLC35B1 SLC35B2 SLC35B3 SLC46A2 GOBP_PURINE_RIBONUCLEOSIDE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PURINE_RIBONUCLEOSIDE_CATABOLIC_PROCESS ADA ADA2 ADAL ENPP4 PNP XDH GOBP_PURINE_RIBONUCLEOSIDE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PURINE_RIBONUCLEOSIDE_METABOLIC_PROCESS ACP3 ADA ADA2 ADAL ADK APRT DGUOK ENPP4 GNMT HPRT1 ICMT MTAP NT5C1A NT5C1B NT5C2 NT5E PGM2 PNP PRTFDC1 PTGDR XDH GOBP_PURINE_RIBONUCLEOSIDE_SALVAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PURINE_RIBONUCLEOSIDE_SALVAGE ADK APRT HPRT1 MTAP PGM2 PNP PRTFDC1 GOBP_PURINE_RIBONUCLEOTIDE_SALVAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PURINE_RIBONUCLEOTIDE_SALVAGE ADA ADK ADSL AMPD1 AMPD2 AMPD3 APRT HPRT1 GOBP_PURKINJE_MYOCYTE_TO_VENTRICULAR_CARDIAC_MUSCLE_CELL_COMMUNICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PURKINJE_MYOCYTE_TO_VENTRICULAR_CARDIAC_MUSCLE_CELL_COMMUNICATION CASQ2 GJA5 RYR2 SCN1B SCN5A TRPM4 GOBP_PUTRESCINE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PUTRESCINE_BIOSYNTHETIC_PROCESS AGMAT AZIN1 AZIN2 ODC1 PAOX GOBP_PUTRESCINE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PUTRESCINE_METABOLIC_PROCESS AGMAT AOC1 AZIN1 AZIN2 ODC1 PAOX SAT1 SAT2 GOBP_PYRAMIDAL_NEURON_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PYRAMIDAL_NEURON_DEVELOPMENT ATP7A DCLK2 DISC1 FGFR2 FOXG1 OGDH PLXNA3 SCYL2 SLC4A10 UQCRQ ZMIZ1 GOBP_PYRAMIDAL_NEURON_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PYRAMIDAL_NEURON_DIFFERENTIATION ATP7A BCL6 DCLK2 DISC1 FGFR2 FOXG1 GBA1 OGDH PLXNA3 SCYL2 SLC4A10 UNC5D UQCRQ ZMIZ1 GOBP_PYRIDINE_CONTAINING_COMPOUND_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PYRIDINE_CONTAINING_COMPOUND_BIOSYNTHETIC_PROCESS ACMSD AFMID ASPDH HAAO IDO1 IDO2 KMO KYNU NADK NADK2 NADSYN1 NAMPT NAPRT NAXD NMNAT1 NMNAT2 NMNAT3 NMRK1 NMRK2 NNMT NUDT12 PARP10 PARP16 PARP9 PDXK PNPO PSAT1 PTGIS QPRT SLC22A13 SLC5A8 GOBP_PYRIDINE_CONTAINING_COMPOUND_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PYRIDINE_CONTAINING_COMPOUND_CATABOLIC_PROCESS MTAP NUDT12 NUDT13 NUDT17 PDXP PNP QPRT SARM1 GOBP_PYRIDINE_CONTAINING_COMPOUND_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PYRIDINE_CONTAINING_COMPOUND_METABOLIC_PROCESS ACMSD AFMID ALDH1L1 ALDH1L2 ALDOB ALPL ASPDH CD38 DCXR DERA FMO1 FMO2 FMO5 G6PD GCK GPD1 GPD1L H6PD HAAO IDH1 IDH2 IDO1 IDO2 KCNAB2 KMO KYNU LDHB MACROH2A1 MDH1 MDH1B MDH2 ME1 ME2 MLST8 MTAP MTOR NADK NADK2 NADSYN1 NAMPT NAPRT NAXD NAXE NMNAT1 NMNAT2 NMNAT3 NMRK1 NMRK2 NNMT NNT NOCT NOX1 NQO1 NUDT12 NUDT13 NUDT17 PARP10 PARP16 PARP9 PC PDXK PDXP PGAM1 PGD PGLS PNP PNPO PRPS2 PSAT1 PTGIS QPRT RBKS RPE RPEL1 RPIA RPTOR SARM1 SHPK SLC22A13 SLC5A8 TALDO1 TIGAR TKT TP53 TP53I3 VCP GOBP_PYRIDINE_NUCLEOTIDE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PYRIDINE_NUCLEOTIDE_BIOSYNTHETIC_PROCESS ACMSD AFMID ASPDH HAAO IDO1 IDO2 KMO KYNU NADK NADK2 NADSYN1 NAMPT NAPRT NAXD NMNAT1 NMNAT2 NMNAT3 NMRK1 NMRK2 NNMT NUDT12 PARP10 PARP16 PARP9 PTGIS QPRT SLC22A13 SLC5A8 GOBP_PYRIMIDINE_CONTAINING_COMPOUND_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PYRIMIDINE_CONTAINING_COMPOUND_BIOSYNTHETIC_PROCESS AK5 CAD CDA CMPK1 CMPK2 CPS1 CTPS1 CTPS2 DCK DHFR2 DHODH DTYMK DUT ENSG00000276759 MTOR NME1 NME2 NME2P1 NME3 NME4 NME5 NME6 NME7 NME9 PRPS1 SHMT1 SLC19A2 SLC19A3 SLC25A19 SLC4A7 TBPL1 THTPA TK1 TK2 TPK1 TYMS UCK1 UCK2 UCKL1 UMPS UPP1 UPP2 UPRT GOBP_PYRIMIDINE_CONTAINING_COMPOUND_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PYRIMIDINE_CONTAINING_COMPOUND_CATABOLIC_PROCESS AICDA ALDH6A1 APOBEC1 APOBEC2 APOBEC3A APOBEC3B APOBEC3C APOBEC3D APOBEC3F APOBEC3G APOBEC3H CDA CDADC1 CRMP1 DCTPP1 DPYD DPYS DPYSL2 DPYSL3 DPYSL4 DPYSL5 DUT ENSG00000276759 ENTPD4 ENTPD5 ENTPD7 MBD4 NEIL1 NEIL2 NT5C NT5M NTHL1 OGG1 SMUG1 TDG TET1 TET2 TET3 TYMP UNG UPB1 UPP1 UPP2 GOBP_PYRIMIDINE_CONTAINING_COMPOUND_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PYRIMIDINE_CONTAINING_COMPOUND_METABOLIC_PROCESS ACP3 AICDA AK3 AK5 ALDH6A1 APOBEC1 APOBEC2 APOBEC3A APOBEC3B APOBEC3C APOBEC3D APOBEC3F APOBEC3G APOBEC3H CAD CDA CDADC1 CMPK1 CMPK2 CPS1 CRMP1 CTPS1 CTPS2 DCK DCTD DCTPP1 DHFR2 DHODH DPYD DPYS DPYSL2 DPYSL3 DPYSL4 DPYSL5 DTYMK DUT ENPP3 ENSG00000276759 ENTPD4 ENTPD5 ENTPD7 ERH MAPK1 MBD4 MTOR NEIL1 NEIL2 NME1 NME2 NME2P1 NME3 NME4 NME5 NME6 NME7 NME9 NT5C NT5C3A NT5M NTHL1 OGG1 PRPS1 RRM1 SHMT1 SLC19A2 SLC19A3 SLC25A19 SLC4A7 SMUG1 TBPL1 TDG TET1 TET2 TET3 THTPA TK1 TK2 TKTL1 TPK1 TYMP TYMS UCK1 UCK2 UCKL1 UMPS UNG UPB1 UPP1 UPP2 UPRT GOBP_PYRIMIDINE_CONTAINING_COMPOUND_SALVAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PYRIMIDINE_CONTAINING_COMPOUND_SALVAGE CDA TK2 UCK1 UCK2 UCKL1 UPP1 UPP2 GOBP_PYRIMIDINE_CONTAINING_COMPOUND_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PYRIMIDINE_CONTAINING_COMPOUND_TRANSMEMBRANE_TRANSPORT AQP9 SLC19A2 SLC19A3 SLC22A1 SLC22A2 SLC25A19 SLC25A33 SLC25A36 SLC28A1 SLC28A2 SLC28A3 SLC29A1 SLC29A2 SLC29A3 SLC44A4 SLC47A1 GOBP_PYRIMIDINE_DEOXYRIBONUCLEOSIDE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PYRIMIDINE_DEOXYRIBONUCLEOSIDE_METABOLIC_PROCESS DHFR2 DPYD DTYMK TK1 TK2 GOBP_PYRIMIDINE_DEOXYRIBONUCLEOSIDE_MONOPHOSPHATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PYRIMIDINE_DEOXYRIBONUCLEOSIDE_MONOPHOSPHATE_METABOLIC_PROCESS DPYD DPYS DUT ENSG00000276759 NT5C NT5M SHMT1 TYMP TYMS UPB1 UPP1 UPP2 GOBP_PYRIMIDINE_DEOXYRIBONUCLEOSIDE_TRIPHOSPHATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PYRIMIDINE_DEOXYRIBONUCLEOSIDE_TRIPHOSPHATE_METABOLIC_PROCESS CMPK2 DCTPP1 DTYMK DUT ENSG00000276759 TBPL1 TYMS GOBP_PYRIMIDINE_DEOXYRIBONUCLEOTIDE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PYRIMIDINE_DEOXYRIBONUCLEOTIDE_BIOSYNTHETIC_PROCESS CMPK2 DTYMK DUT ENSG00000276759 SHMT1 TBPL1 TYMS GOBP_PYRIMIDINE_DEOXYRIBONUCLEOTIDE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PYRIMIDINE_DEOXYRIBONUCLEOTIDE_METABOLIC_PROCESS CMPK2 DCTPP1 DPYD DPYS DTYMK DUT ENSG00000276759 MBD4 NEIL1 NEIL2 NT5C NT5M NTHL1 OGG1 SHMT1 SMUG1 TBPL1 TDG TYMP TYMS UNG UPB1 UPP1 UPP2 GOBP_PYRIMIDINE_DIMER_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PYRIMIDINE_DIMER_REPAIR CRY2 DDB2 ERCC1 ERCC6 HMGN1 POLB POLH SIRT1 XPC GOBP_PYRIMIDINE_NUCLEOBASE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PYRIMIDINE_NUCLEOBASE_BIOSYNTHETIC_PROCESS CAD CMPK1 CPS1 CTPS1 CTPS2 DHODH MTOR UMPS GOBP_PYRIMIDINE_NUCLEOBASE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PYRIMIDINE_NUCLEOBASE_CATABOLIC_PROCESS ALDH6A1 CRMP1 DPYD DPYS DPYSL2 DPYSL3 DPYSL4 DPYSL5 GOBP_PYRIMIDINE_NUCLEOBASE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PYRIMIDINE_NUCLEOBASE_METABOLIC_PROCESS ALDH6A1 CAD CDA CMPK1 CPS1 CRMP1 CTPS1 CTPS2 DHODH DPYD DPYS DPYSL2 DPYSL3 DPYSL4 DPYSL5 MAPK1 MTOR RRM1 TYMP TYMS UMPS GOBP_PYRIMIDINE_NUCLEOSIDE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PYRIMIDINE_NUCLEOSIDE_BIOSYNTHETIC_PROCESS DHFR2 DTYMK TK1 TK2 UCKL1 GOBP_PYRIMIDINE_NUCLEOSIDE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PYRIMIDINE_NUCLEOSIDE_CATABOLIC_PROCESS AICDA APOBEC1 APOBEC2 APOBEC3A APOBEC3B APOBEC3C APOBEC3D APOBEC3F APOBEC3G APOBEC3H CDA CDADC1 DPYD UPB1 UPP1 UPP2 GOBP_PYRIMIDINE_NUCLEOSIDE_DIPHOSPHATE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PYRIMIDINE_NUCLEOSIDE_DIPHOSPHATE_BIOSYNTHETIC_PROCESS CAD CMPK1 CMPK2 DHODH DTYMK UMPS GOBP_PYRIMIDINE_NUCLEOSIDE_DIPHOSPHATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PYRIMIDINE_NUCLEOSIDE_DIPHOSPHATE_METABOLIC_PROCESS CAD CMPK1 CMPK2 DHODH DTYMK ENTPD4 ENTPD5 ENTPD7 UMPS GOBP_PYRIMIDINE_NUCLEOSIDE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PYRIMIDINE_NUCLEOSIDE_METABOLIC_PROCESS AICDA APOBEC1 APOBEC2 APOBEC3A APOBEC3B APOBEC3C APOBEC3D APOBEC3F APOBEC3G APOBEC3H CDA CDADC1 DHFR2 DPYD DTYMK ERH NT5C3A TK1 TK2 TYMP UCKL1 UPB1 UPP1 UPP2 GOBP_PYRIMIDINE_NUCLEOSIDE_MONOPHOSPHATE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PYRIMIDINE_NUCLEOSIDE_MONOPHOSPHATE_BIOSYNTHETIC_PROCESS CAD CDA CMPK1 DCK DHODH DUT ENSG00000276759 SHMT1 TYMS UCK1 UCK2 UCKL1 UMPS UPP1 UPP2 UPRT GOBP_PYRIMIDINE_NUCLEOSIDE_MONOPHOSPHATE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PYRIMIDINE_NUCLEOSIDE_MONOPHOSPHATE_CATABOLIC_PROCESS DPYD DPYS NT5C NT5M TYMP UPB1 UPP1 UPP2 GOBP_PYRIMIDINE_NUCLEOSIDE_MONOPHOSPHATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PYRIMIDINE_NUCLEOSIDE_MONOPHOSPHATE_METABOLIC_PROCESS CAD CDA CMPK1 DCK DHODH DPYD DPYS DUT ENSG00000276759 NT5C NT5M SHMT1 TYMP TYMS UCK1 UCK2 UCKL1 UMPS UPB1 UPP1 UPP2 UPRT GOBP_PYRIMIDINE_NUCLEOSIDE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PYRIMIDINE_NUCLEOSIDE_TRANSPORT SLC28A1 SLC28A2 SLC28A3 SLC29A1 SLC29A2 SLC29A3 GOBP_PYRIMIDINE_NUCLEOSIDE_TRIPHOSPHATE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PYRIMIDINE_NUCLEOSIDE_TRIPHOSPHATE_BIOSYNTHETIC_PROCESS CAD CMPK2 CTPS1 CTPS2 DTYMK NME1 NME2 NME2P1 NME3 NME4 NME5 NME6 NME7 NME9 TBPL1 TYMS UCK1 UCK2 UCKL1 GOBP_PYRIMIDINE_NUCLEOSIDE_TRIPHOSPHATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PYRIMIDINE_NUCLEOSIDE_TRIPHOSPHATE_METABOLIC_PROCESS AK3 CAD CMPK2 CTPS1 CTPS2 DCTPP1 DTYMK DUT ENSG00000276759 ENTPD4 ENTPD7 NME1 NME2 NME2P1 NME3 NME4 NME5 NME6 NME7 NME9 TBPL1 TYMS UCK1 UCK2 UCKL1 GOBP_PYRIMIDINE_NUCLEOTIDE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PYRIMIDINE_NUCLEOTIDE_BIOSYNTHETIC_PROCESS AK5 CAD CDA CMPK1 CMPK2 CTPS1 CTPS2 DCK DHODH DTYMK DUT ENSG00000276759 NME1 NME2 NME2P1 NME3 NME4 NME5 NME6 NME7 NME9 PRPS1 SHMT1 SLC4A7 TBPL1 TYMS UCK1 UCK2 UCKL1 UMPS UPP1 UPP2 UPRT GOBP_PYRIMIDINE_NUCLEOTIDE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PYRIMIDINE_NUCLEOTIDE_CATABOLIC_PROCESS DCTPP1 DPYD DPYS DUT ENSG00000276759 ENTPD4 ENTPD5 ENTPD7 MBD4 NEIL1 NEIL2 NT5C NT5M NTHL1 OGG1 SMUG1 TDG TYMP UNG UPB1 UPP1 UPP2 GOBP_PYRIMIDINE_NUCLEOTIDE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PYRIMIDINE_NUCLEOTIDE_METABOLIC_PROCESS AK3 AK5 CAD CDA CMPK1 CMPK2 CTPS1 CTPS2 DCK DCTD DCTPP1 DHODH DPYD DPYS DTYMK DUT ENPP3 ENSG00000276759 ENTPD4 ENTPD5 ENTPD7 MBD4 NEIL1 NEIL2 NME1 NME2 NME2P1 NME3 NME4 NME5 NME6 NME7 NME9 NT5C NT5M NTHL1 OGG1 PRPS1 SHMT1 SLC4A7 SMUG1 TBPL1 TDG TYMP TYMS UCK1 UCK2 UCKL1 UMPS UNG UPB1 UPP1 UPP2 UPRT GOBP_PYRIMIDINE_RIBONUCLEOSIDE_DIPHOSPHATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PYRIMIDINE_RIBONUCLEOSIDE_DIPHOSPHATE_METABOLIC_PROCESS CAD CMPK1 DHODH ENTPD4 ENTPD5 ENTPD7 UMPS GOBP_PYRIMIDINE_RIBONUCLEOSIDE_MONOPHOSPHATE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PYRIMIDINE_RIBONUCLEOSIDE_MONOPHOSPHATE_BIOSYNTHETIC_PROCESS CAD CDA CMPK1 DCK DHODH UCK1 UCK2 UCKL1 UMPS UPP1 UPP2 UPRT GOBP_PYRIMIDINE_RIBONUCLEOSIDE_MONOPHOSPHATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PYRIMIDINE_RIBONUCLEOSIDE_MONOPHOSPHATE_METABOLIC_PROCESS CAD CDA CMPK1 DCK DHODH DPYD DPYS NT5C UCK1 UCK2 UCKL1 UMPS UPB1 UPP1 UPP2 UPRT GOBP_PYRIMIDINE_RIBONUCLEOSIDE_TRIPHOSPHATE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PYRIMIDINE_RIBONUCLEOSIDE_TRIPHOSPHATE_BIOSYNTHETIC_PROCESS CAD CTPS1 CTPS2 NME1 NME2 NME2P1 NME3 NME4 NME5 NME6 NME7 NME9 UCK1 UCK2 UCKL1 GOBP_PYRIMIDINE_RIBONUCLEOSIDE_TRIPHOSPHATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PYRIMIDINE_RIBONUCLEOSIDE_TRIPHOSPHATE_METABOLIC_PROCESS AK3 CAD CTPS1 CTPS2 ENTPD4 ENTPD7 NME1 NME2 NME2P1 NME3 NME4 NME5 NME6 NME7 NME9 UCK1 UCK2 UCKL1 GOBP_PYRIMIDINE_RIBONUCLEOTIDE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PYRIMIDINE_RIBONUCLEOTIDE_BIOSYNTHETIC_PROCESS AK5 CAD CDA CMPK1 CTPS1 CTPS2 DCK DHODH NME1 NME2 NME2P1 NME3 NME4 NME5 NME6 NME7 NME9 UCK1 UCK2 UCKL1 UMPS UPP1 UPP2 UPRT GOBP_PYRIMIDINE_RIBONUCLEOTIDE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PYRIMIDINE_RIBONUCLEOTIDE_CATABOLIC_PROCESS DPYD DPYS ENTPD4 ENTPD5 ENTPD7 NT5C UPB1 UPP1 GOBP_PYRIMIDINE_RIBONUCLEOTIDE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PYRIMIDINE_RIBONUCLEOTIDE_METABOLIC_PROCESS AK3 AK5 CAD CDA CMPK1 CTPS1 CTPS2 DCK DHODH DPYD DPYS ENTPD4 ENTPD5 ENTPD7 NME1 NME2 NME2P1 NME3 NME4 NME5 NME6 NME7 NME9 NT5C UCK1 UCK2 UCKL1 UMPS UPB1 UPP1 UPP2 UPRT GOBP_PYROPTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PYROPTOSIS AIM2 APIP CASP1 CASP3 CASP4 CASP6 CASP8 DHX9 DPP9 ELANE GBP1 GBP2 GBP3 GBP5 GSDMA GSDMB GSDMC GSDMD GSDME GZMA GZMB IFI27 MAP3K20 MEFV MIR223 NAIP NINJ1 NLRC4 NLRP1 NLRP3 NLRP6 NLRP9 PYCARD TREM2 TRIM21 ZBP1 ZEB2 GOBP_PYRUVATE_FAMILY_AMINO_ACID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PYRUVATE_FAMILY_AMINO_ACID_METABOLIC_PROCESS AGXT AGXT2 DAO GPT GPT2 GOBP_PYRUVATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PYRUVATE_METABOLIC_PROCESS ACTN3 ADPGK ALDOA ALDOB ALDOC APP ARL2 ARNT BPGM CBFA2T3 DDIT4 DHTKD1 DLAT DLD EIF6 ENO1 ENO2 ENO3 ENO4 EP300 FAHD1 FBP1 FLCN FOXK1 FOXK2 GALK1 GAPDH GAPDHS GCK GIT1 GPD1 GPI HDAC4 HIF1A HK1 HK2 HK3 HKDC1 HOGA1 HTR2A IER3 IFNG IGF1 INS INSR JMJD8 KAT2B LDHA LDHAL6A LDHAL6B LDHB LDHC LIPA ME1 ME2 ME3 MLST8 MLXIPL MPC2 MTOR NCOR1 NR4A3 NUPR1 OGDH OGDHL OGT P2RX7 PC PCK1 PCK2 PDHA1 PDHA2 PDHB PDHX PDK1 PDK2 PDK3 PDK4 PFKFB1 PFKFB2 PFKL PFKM PFKP PGAM1 PGAM2 PGAM4 PGK1 PGK2 PGM1 PKLR PKM PPARA PPP2CA PRKAA1 PRKAA2 PRKACA PRKAG1 PRKAG2 PRKAG3 PRXL2C PSEN1 RPTOR SDS SIRT6 SLC16A1 SLC16A3 SLC2A6 SLC4A1 SLC4A4 SRR STAT3 TIGAR TPI1 TREX1 UCP2 VDAC1 ZBTB20 ZBTB7A GOBP_PYRUVATE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_PYRUVATE_TRANSPORT MPC1 MPC1L MPC2 SLC16A1 SLC16A11 SLC16A3 SLC16A7 SLC5A8 GOBP_P_BODY_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_P_BODY_ASSEMBLY ATXN2 CNOT1 CNOT2 CNOT6 CNOT6L CNOT7 DDX6 DYNC1H1 EDC3 EIF4ENIF1 LIMD1 LSM14A LSM3 LSM4 NBDY NOCT PAN2 PAN3 PATL1 PATL2 RC3H1 GOBP_QUATERNARY_AMMONIUM_GROUP_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_QUATERNARY_AMMONIUM_GROUP_TRANSPORT ADORA2A CHRNA3 PDZK1 PSEN1 SEC14L1 SLC16A9 SLC17A8 SLC18A3 SLC22A1 SLC22A15 SLC22A16 SLC22A2 SLC22A3 SLC22A4 SLC22A5 SLC25A19 SLC25A20 SLC25A29 SLC38A2 SLC44A1 SLC44A2 SLC44A3 SLC44A4 SLC44A5 SLC5A7 SLC6A12 SLC6A14 SLC6A20 SLC7A6 TACR2 GOBP_QUINOLINATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_QUINOLINATE_METABOLIC_PROCESS ACMSD HAAO KMO KYNU QPRT GOBP_QUINONE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_QUINONE_METABOLIC_PROCESS ADH4 AIFM2 AKR1A1 AKR1B1 AKR1B10 AKR1C1 AKR1C2 AKR1C3 AKR1C4 AKR7A2 CBR1 CBR4 COQ10A COQ10B COQ2 COQ3 COQ4 COQ5 COQ6 COQ7 COQ8A COQ8B COQ9 CRYZL1 CYP4F11 CYP4F12 CYP4F2 FDXR GGCX NDUFA9 NQO1 NQO2 PDSS1 PDSS2 PPTC7 SULT1C4 UBIAD1 VKORC1 VKORC1L1 GOBP_RAB_PROTEIN_SIGNAL_TRANSDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RAB_PROTEIN_SIGNAL_TRANSDUCTION DENND1A DENND3 DENND4A DENND4B DENND4C GDI1 MADD RAB12 RAB15 RAB21 RAB30 RAB33A RAB33B RAB35 RAB39A RAB39B RAB4A RAB4B RAB9A RAB9B SGSM3 GOBP_RAC_PROTEIN_SIGNAL_TRANSDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RAC_PROTEIN_SIGNAL_TRANSDUCTION ABI2 AIF1 ALS2 ARF6 ARHGAP17 ARHGAP24 ARHGAP44 AUTS2 BRK1 CADM4 CDH13 CRK CYFIP1 DBNL DOCK5 ELMO1 EPS8 FARP2 GABARAP GARRE1 HACD3 HACE1 KBTBD6 KBTBD7 KRAS NCKAP1 NF1 NISCH OGT PIK3CB PIK3CG RAC1 RAC3 RASGRF1 RHOG RHOU SH3BP1 SSX2IP STMN3 TIAM1 WASF1 WASF2 GOBP_RADIAL_GLIAL_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RADIAL_GLIAL_CELL_DIFFERENTIATION CDH2 EMX1 FGF10 GAP43 GLI3 GPR157 HES1 HES5 LEF1 METRN METTL14 METTL3 RHOA STAT3 GOBP_RADIAL_GLIA_GUIDED_PYRAMIDAL_NEURON_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RADIAL_GLIA_GUIDED_PYRAMIDAL_NEURON_MIGRATION DAB1 DISC1 FOXG1 NDEL1 PAFAH1B1 ZMIZ1 GOBP_RAP_PROTEIN_SIGNAL_TRANSDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RAP_PROTEIN_SIGNAL_TRANSDUCTION CBL KIF14 PLK2 RAP1A RAP1B RAP1BL RAP2A RAP2B RAP2C RAPGEF1 RAPGEF2 RAPGEF3 RDX SGSM3 GOBP_RAS_PROTEIN_SIGNAL_TRANSDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RAS_PROTEIN_SIGNAL_TRANSDUCTION ABCA1 ABI2 ABL1 ABL2 ABRA ADGRG1 ADRA2A AGTR1 AIF1 AKAP13 ALS2 APOA1 APOC3 APOE ARF6 ARFGAP1 ARFGEF1 ARFGEF2 ARFGEF3 ARHGAP1 ARHGAP17 ARHGAP20 ARHGAP24 ARHGAP29 ARHGAP35 ARHGAP4 ARHGAP42 ARHGAP44 ARHGAP5 ARHGAP6 ARHGDIA ARHGDIB ARHGDIG ARHGEF1 ARHGEF11 ARHGEF12 ARHGEF18 ARHGEF2 ARHGEF28 ARHGEF3 ARRB1 AUTS2 BCL6 BCR BRAP BRK1 C15orf62 CADM4 CBL CCDC125 CCNA2 CDC42 CDC42EP1 CDC42EP2 CDC42EP3 CDC42EP4 CDC42EP5 CDC42SE1 CDC42SE2 CDH13 CDK2 CDKN1A CDKN2A CELSR1 CFL1 CHUK COL1A2 COL3A1 CRK CRKL CSF1 CTNNAL1 CUL3 CYFIP1 CYTH1 CYTH2 CYTH3 CYTH4 DAB2IP DBNL DENND1A DENND3 DENND4A DENND4B DENND4C DHCR24 DLC1 DOCK5 DOK1 DOK2 DOK3 DOK4 DOK5 DOK6 ELMO1 EPHB2 EPO EPS8 EPS8L1 EPS8L2 EPS8L3 ERAS F11R F2R F2RL1 F2RL2 F2RL3 FARP2 FBP1 FBXO8 FGF10 FGF2 FLCN FLOT1 FOXM1 G3BP1 G3BP2 GABARAP GARRE1 GBF1 GDI1 GIT1 GIT2 GNA12 GNA13 GNB1 GPR17 GPR174 GPR18 GPR199P GPR20 GPR35 GPR4 GPR55 GPR65 GPSM2 GRAP GRAP2 GRB2 HACD3 HACE1 HEG1 HRAS IGF1 IQGAP3 IQSEC1 IQSEC2 IQSEC3 ITGA3 ITGB1 ITPKB KANK1 KANK2 KBTBD6 KBTBD7 KCTD10 KCTD13 KIF14 KITLG KPNB1 KRAS KSR1 KSR2 LAT LIMK1 LPAR1 LPAR2 LPAR4 LPAR6 LZTR1 MADD MAP4K4 MAPKAP1 MAPKAPK5 MAPRE2 MCF2L MET MFN2 MMD2 MRAS MYO9B MYOC NCKAP1 NET1 NF1 NGF NGFR NISCH NKIRAS1 NKIRAS2 NOTCH1 NOTCH2 NRAS NRP1 NTN1 NTRK1 NUP62 OGT OPHN1 P2RY10 P2RY8 PARK7 PDCD10 PDPN PHACTR4 PIK3CB PIK3CG PLCE1 PLD1 PLEKHG5 PLEKHG7 PLK2 PPP2CB PRAG1 PSD PSD2 PSD3 PSD4 PTH RAB12 RAB15 RAB21 RAB30 RAB33A RAB33B RAB35 RAB39A RAB39B RAB4A RAB4B RAB9A RAB9B RABGEF1 RABL3 RAC1 RAC3 RACGAP1 RAF1 RALA RALB RALBP1 RALGDS RALGPS1 RALGPS2 RANGRF RAP1A RAP1B RAP1BL RAP2A RAP2B RAP2C RAPGEF1 RAPGEF2 RAPGEF3 RAPGEF4 RAPGEF5 RAPGEF6 RAPGEFL1 RASA2 RASA3 RASA4 RASA4B RASAL1 RASAL3 RASGEF1A RASGEF1B RASGEF1C RASGRF1 RASGRF2 RASGRP1 RASGRP2 RASGRP3 RASGRP4 RASIP1 RASSF1 RB1 RDX RFXANK RGL1 RGL2 RGL3 RGL4 RHOA RHOB RHOBTB1 RHOBTB2 RHOD RHOG RHOJ RHOU RHOV RIPOR1 RIPOR2 RIT1 RIT2 ROBO1 ROCK1 ROCK2 ROPN1B RRAS RRAS2 RTKN RTN4R SCAI SDCBP SGSM3 SH2B2 SH3BP1 SHOC2 SHTN1 SOS1 SOS2 SPRY1 SPRY2 SPRY3 SPRY4 SQSTM1 SRC SSX2IP STAMBP STARD13 STARD8 STK19 STMN1 STMN3 SYDE1 SYDE2 SYNGAP1 SYNJ2BP SYNPO2L TAGAP TAX1BP3 TGFB2 TIAM1 TNFAIP1 TP53 TRIM67 USP50 USP8 WAS WASF1 WASF2 GOBP_REACTIVE_GLIOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REACTIVE_GLIOSIS GNAT2 ITGB1 KCNJ8 LARGE1 POMGNT1 POMT2 GOBP_REACTIVE_NITROGEN_SPECIES_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REACTIVE_NITROGEN_SPECIES_METABOLIC_PROCESS ACP5 ACVR2A AGTR2 AGXT2 AKT1 ARG2 ASL ASS1 ATP2B4 CAV1 CD36 CD47 CLEC7A CLU CPS1 CX3CR1 CYB5B CYB5R3 CYP1B1 DDAH1 DDAH2 EDN1 GCH1 GCHFR GLA HBB HSP90AA1 HSP90AB1 IFNG IL10 IL1B INSR JAK2 KHSRP KLF2 KLF4 KLRC4-KLRK1 KLRK1 MIR132 MIR181A2 MIR181B1 MIR199A1 MIR212 MIR92A1 MIR99B MTARC1 MTARC2 NOS1 NOS1AP NOS2 NOS3 NQO1 P2RX4 PKD2 PTGIS PTGS2 PTK2B PTX3 RAC1 RGN ROCK2 RORA SELENOS SIRPA SLC7A6 SMAD3 SOD2 SPR THAP4 TICAM1 TLR2 TLR4 TLR6 TMEM106A TNF TRPV1 TSPO ZC3H12A ZDHHC21 GOBP_REACTIVE_OXYGEN_SPECIES_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REACTIVE_OXYGEN_SPECIES_BIOSYNTHETIC_PROCESS ABCB7 ABCD1 ABCD2 ACOX1 ADCY10 ADGRB1 ALOX5 ARG2 CCN6 CD36 CFLAR CLCN3 COA8 CTNS CYBA CYBB CYP1A1 CYP1A2 DUOX1 DUOX2 DUOXA1 DUOXA2 FYN GBF1 GRIN1 H19 INAVA INS LIPA MAOB MIR181A2 MIR21 MIR24-1 MIR590 MIR675 MPO MPV17L NCF1 NOX4 PAGE4 PARK7 PIKFYVE PLCG2 PPARA RAB27A RHOA SLC18A2 SLC25A33 SLC5A3 SNCA SOD1 SOD2 SPHK2 TLR4 TLR6 TRAP1 UCP1 ZNF205 GOBP_REACTIVE_OXYGEN_SPECIES_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REACTIVE_OXYGEN_SPECIES_METABOLIC_PROCESS AATF ABCB7 ABCD1 ABCD2 ACE2 ACOD1 ACOX1 ACP5 ADCY10 ADGRB1 AGT AGTR1 AKR1C1 AKR1C3 ALOX12 ALOX5 APOA4 ARF4 ARG2 ATG5 ATP5IF1 ATP7A BCL2 BCO2 BCR BECN1 BIRC2 BMP7 BNIP3 BRCA1 BST1 CAT CBR1 CBS CCN1 CCN2 CCN6 CCS CD177 CD36 CDKN1A CFLAR CLCN3 CLEC7A COA8 COQ7 CRP CRYAB CTNS CYB5R4 CYBA CYBB CYP1A1 CYP1A2 CYP1B1 DCXR DDIT4 DHFR DHFRP1 DHRS4 DRD5 DUOX1 DUOX2 DUOXA1 DUOXA2 EDN1 EIF6 ENSG00000274276 EPX F2 F2RL1 FANCC FBLN5 FOXM1 FOXO1 FPR2 FYN G6PD GADD45A GBF1 GCH1 GLS2 GNAI2 GPX1 GPX3 GRB2 GRIN1 GSTP1 H19 HBA1 HBA2 HBB HBD HBE1 HBG1 HBG2 HBM HBQ1 HBZ HDAC6 HIF1A HK2 HP HVCN1 IER3 IFI6 IL19 IMMP2L INAVA INS ITGAM ITGB2 LEP LIPA LPO LRRK2 MAOB MAPK14 MAPT MIR181A2 MIR21 MIR24-1 MIR27B MIR590 MIR675 MMP3 MPO MPV17 MPV17L MT-ND2 MT3 NAGLU NCF1 NCF1B NCF1C NCF2 NCF4 NDUFA13 NDUFS1 NDUFS3 NDUFS4 NFE2L2 NNT NOS2 NOS3 NOX1 NOX3 NOX4 NOX5 NOXA1 NOXO1 NQO1 NRROS P2RX7 PAGE4 PARK7 PARL PAX2 PDGFB PDGFRB PDK3 PDK4 PID1 PIKFYVE PINK1 PLA2R1 PLCG2 PLIN5 PMAIP1 PON3 PPARA PRCP PRDX1 PRDX2 PRDX3 PRDX4 PRDX5 PREX1 PRG3 PRKCD PRKN PTK2B PXDN PXDNL RAB27A RAC1 RAC2 RFK RHOA RIPK1 RIPK3 RNF41 ROMO1 SESN1 SESN2 SFTPD SH3PXD2A SH3PXD2B SIRT2 SIRT3 SIRT5 SLC18A2 SLC1A1 SLC25A33 SLC5A3 SNCA SOD1 SOD2 SOD3 SPHK2 STK17A SYK TAFA4 TFAP2A TGFB1 TGFBR2 THBS1 TIGAR TLR4 TLR6 TNF TP53 TPO TRAP1 TSPO TUSC2 TXN TYROBP UCP1 UCP2 VAV1 VDAC1 XDH ZC3H12A ZNF205 GOBP_RECEPTOR_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RECEPTOR_CATABOLIC_PROCESS ABCA2 ANXA2 APOE BECN1 BECN2 CAPN1 CDK5 DTX3L FURIN GPRASP1 ITCH KIF16B LAPTM5 LGMN MTMR2 MVB12A MYLIP NEDD4 PCSK9 PIK3R4 PTPN1 RNF43 SH3GLB1 SMURF1 SNX25 TGFB1 UVRAG ZNRF3 GOBP_RECEPTOR_CLUSTERING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RECEPTOR_CLUSTERING AGRN APOE CD81 CDH2 CDK5 CHRDL1 COLQ CRKL DLG1 DLG2 DLG3 DLG4 DNAJA3 DVL1 FLNA FNTA FRRS1L FZD9 GLRB GPHN GRIK2 GRIPAP1 GSN ITGA4 ITGAL ITGB1BP1 ITGB2 ITGB7 LHFPL4 LRP4 LRRC7 MADCAM1 MAGI2 MESD MUSK NLGN1 NLGN2 NRXN1 NRXN2 PICK1 PIGR PTN RELN RER1 SCRIB SHANK3 SHISA6 SHISA7 SLC7A11 SLITRK3 SSH1 SSNA1 SYNGAP1 THY1 TNFAIP6 WDR19 ZDHHC2 GOBP_RECEPTOR_DIFFUSION_TRAPPING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RECEPTOR_DIFFUSION_TRAPPING CACNG2 CACNG3 CACNG4 CACNG5 CACNG7 CACNG8 DLG4 GPHN ITGB3 SHISA6 GOBP_RECEPTOR_GUANYLYL_CYCLASE_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RECEPTOR_GUANYLYL_CYCLASE_SIGNALING_PATHWAY GNG7 GUCA1B GUCY2C GUCY2D GUCY2F NHERF4 NPPA NPPB NPPC NPR1 NPR2 GOBP_RECEPTOR_INTERNALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RECEPTOR_INTERNALIZATION ACHE ACKR3 ADM AHI1 ANGPT1 ANKRD13A ANKRD13B ANKRD13D ANXA2 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 APELA APLN ARC ARF1 ARR3 ARRB1 ARRB2 ATAD1 ATXN2 CACNG2 CACNG3 CACNG4 CACNG5 CACNG7 CACNG8 CALCRL CALY CAV1 CAV3 CD36 CD63 CD81 CD9 CEACAM1 CLTC CNTN2 CXCL8 CXCR1 CXCR2 DKK1 DLG4 DNM1 DNM2 DNM3 DRD2 DRD3 DRD4 DTNBP1 EFNB2 EGF ENTREP1 EPS15 EZR FCER1G FLOT1 FMR1 GH1 GRB2 GREM1 GRIA1 GRK2 GRK3 GRK4 GSG1L GTF2H2 HGS HIP1 HPCA HTR1B HTR2B INSR ITCH ITGB1 ITGB2 ITGB3 LDLRAP1 LILRB1 LILRB4 LMBRD1 LPAR1 LRP1 LRPAP1 LRRTM1 LRRTM2 MAGI2 MIR199A1 MKLN1 MTMR2 NECAB2 NEDD4 NTF3 NUMB OPHN1 PCSK9 PICALM PICK1 PLCG2 PPP3R1 RAB31 RAB5A RALA RALB RAMP1 RAMP2 RAMP3 RIN3 RSPO1 SAG SCRIB SCYL2 SDCBP SELE SFRP4 SNAP25 SNCA SNX1 SYK SYNE1 TBC1D5 TFRC UBQLN2 VAC14 VEGFA WDR54 WNT3A GOBP_RECEPTOR_LOCALIZATION_TO_NON_MOTILE_CILIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RECEPTOR_LOCALIZATION_TO_NON_MOTILE_CILIUM ARL13A ARL13B BBIP1 IFT80 TUB GOBP_RECEPTOR_LOCALIZATION_TO_SYNAPSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RECEPTOR_LOCALIZATION_TO_SYNAPSE ADAM10 ARHGAP44 C1QL2 C1QL3 CACNG2 CACNG3 CACNG4 CACNG5 CACNG7 CACNG8 CEP112 CLSTN1 CPLX1 DAG1 DBN1 DLG1 DLG2 DLG3 DLG4 ERBB2 ERBB4 GHSR GPC4 GPC6 GPHN GRIP1 GRIP2 GRIPAP1 HRAS IQSEC2 ITGB3 KIF17 KIF3B KIF5A KIF5B KIF5C LGI1 LHFPL4 LRRC7 NETO1 NETO2 NLGN1 NPTN NPTX1 NSG1 OGT PRKCZ RAB11A RAB8A RAP1A RAPSN RELN SCRIB SHISA6 SNAP25 STX1B STX3 STX7 TAMALIN TYROBP VPS35 ZDHHC3 GOBP_RECEPTOR_MEDIATED_ENDOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RECEPTOR_MEDIATED_ENDOCYTOSIS AAK1 ABCA2 ACE2 ACHE ACKR3 ADIPOQ ADM ADRB2 ADRB3 AHI1 AMN ANGPT1 ANKRD13A ANKRD13B ANKRD13D ANXA2 AP1S1 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 APELA APLN APOA5 APOC1 APOC2 APOC3 APOE APP ARC ARF1 ARF6 ARHGAP27 ARR3 ARRB1 ARRB2 ASGR1 ATAD1 ATXN2 B2M BICD1 BMP2K C3 CACNG2 CACNG3 CACNG4 CACNG5 CACNG7 CACNG8 CALCRL CALY CANX CAP1 CAV1 CAV2 CAV3 CBL CCDC32 CCL19 CCL21 CD14 CD36 CD63 CD81 CD9 CEACAM1 CLEC4M CLEC9A CLN3 CLTA CLTB CLTC CLTCL1 CLU CNTN2 CTSL CTTN CUBN CXCL16 CXCL8 CXCR1 CXCR2 DAB2 DGKD DKK1 DLG4 DLL1 DNAJC13 DNAJC6 DNM1 DNM2 DNM3 DPP4 DRD2 DRD3 DRD4 DTNBP1 EFNB2 EGF ENTREP1 EPS15 EZR FCER1G FCER2 FCGR1A FCGR2B FCHO1 FCHO2 FCHSD2 FLOT1 FMR1 FNBP1L FOLR1 GAK GH1 GPR107 GRB2 GREM1 GRIA1 GRK2 GRK3 GRK4 GSG1L GTF2H2 H1-1 HFE HGS HIP1 HIP1R HMMR HNRNPK HPCA HSPG2 HTR1B HTR2B IGF2R IL4 INPP5F INSR ITCH ITGA4 ITGAM ITGAV ITGB1 ITGB2 ITGB3 ITSN1 ITSN2 LDLR LDLRAD3 LDLRAP1 LILRB1 LILRB4 LMBR1L LMBRD1 LPAR1 LRP1 LRP1B LRP2 LRP3 LRP6 LRPAP1 LRRTM1 LRRTM2 LYVE1 M6PR MAGI2 MARCO MICALL1 MIR17 MIR185 MIR199A1 MIR205 MIR27A MIR27B MIR92B MKLN1 MRC1 MSR1 MTMR2 NECAB2 NEDD4 NEU3 NLGN3 NTF3 NUMB OPHN1 PCSK9 PDLIM7 PI4KB PICALM PICK1 PIK3CB PIKFYVE PIP5K1C PLA2R1 PLCG2 PPP3R1 PPT1 PROM2 PSEN1 RAB21 RAB31 RAB5A RABEPK RABGEF1 RAC1 RALA RALB RAMP1 RAMP2 RAMP3 RIN3 RNASEK RSPO1 SAG SCARB2 SCARF1 SCRIB SCYL2 SDC1 SDCBP SELE SERPINE1 SFRP4 SFTPD SGIP1 SH3GL3 SIGLEC1 SLC9B2 SMAP1 SNAP25 SNAP91 SNCA SNX1 SNX17 SNX9 SORL1 STAB1 STAB2 STON1 STON2 SYK SYNE1 TBC1D5 TF TFR2 TFRC TMEM108 TNK2 TPCN2 UBQLN2 UNC119 USH1G VAC14 VEGFA VLDLR VTN WASF1 WASL WDR54 WNT3A GOBP_RECEPTOR_MEDIATED_ENDOCYTOSIS_INVOLVED_IN_CHOLESTEROL_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RECEPTOR_MEDIATED_ENDOCYTOSIS_INVOLVED_IN_CHOLESTEROL_TRANSPORT ABCA2 ANXA2 LDLR LDLRAP1 LRP6 MIR17 MIR27B PCSK9 GOBP_RECEPTOR_MEDIATED_ENDOCYTOSIS_OF_VIRUS_BY_HOST_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RECEPTOR_MEDIATED_ENDOCYTOSIS_OF_VIRUS_BY_HOST_CELL ACE2 CAV1 CAV2 CLEC4M CTSL DPP4 EPS15 PIKFYVE RNASEK SIGLEC1 TPCN2 GOBP_RECEPTOR_MEDIATED_VIRION_ATTACHMENT_TO_HOST_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RECEPTOR_MEDIATED_VIRION_ATTACHMENT_TO_HOST_CELL ACE2 CLEC4M DPP4 GAS6 ICAM1 LRRC15 GOBP_RECEPTOR_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RECEPTOR_METABOLIC_PROCESS ABCA2 ACHE ALS2 ANXA2 AP1AR APOE ARAP1 ARFGEF2 BECN1 BECN2 BVES CAMLG CAPN1 CDK5 CHMP5 CTSD DTX3L ECE1 EHD3 EPS15 FNTA FURIN FUT8 GPRASP1 GRIA1 INPP5F ITCH KIF16B LAMTOR1 LAPTM5 LDLR LGMN LMTK2 MTMR2 MVB12A MYLIP NEDD4 NSF NSG1 OPTN PCSK9 PEX1 PEX10 PEX12 PEX2 PEX5 PEX6 PHETA1 PHETA2 PIK3R4 PLEKHA3 PLEKHJ1 PSEN1 PTPN1 PTPN2 RAB11B RAB29 RAMP3 REP15 RNF43 SCRIB SH3GLB1 SMURF1 SNCA SNX25 SORL1 TBC1D16 TGFB1 TRAT1 USP9X UVRAG VAMP3 ZNRF3 GOBP_RECEPTOR_RECYCLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RECEPTOR_RECYCLING ACHE ALS2 ANXA2 AP1AR ARAP1 ARFGEF2 BVES CAMLG CHMP5 CTSD ECE1 EHD3 EPS15 GRIA1 INPP5F KIF16B LAMTOR1 LDLR LMTK2 NSF NSG1 OPTN PCSK9 PEX1 PEX10 PEX12 PEX2 PEX5 PEX6 PHETA1 PHETA2 PLEKHA3 PLEKHJ1 PSEN1 PTPN1 PTPN2 RAB11B RAB29 RAMP3 REP15 SCRIB SNCA SORL1 TBC1D16 TRAT1 USP9X VAMP3 GOBP_RECEPTOR_SIGNALING_PATHWAY_VIA_STAT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RECEPTOR_SIGNALING_PATHWAY_VIA_STAT ADIPOR1 AGT ARL2BP BCL3 CALM1 CAMK2A CAV1 CCL2 CCL5 CCR2 CD300A CD40 CENPJ CLCF1 CLEC12B CNOT7 CNTF CRLF1 CRLF2 CRLF3 CSF1R CSF2 CSF2RA CSF2RB CSH1 CSH2 CSHL1 CTF1 CTR9 CYP1B1 DAB1 DOT1L EGF ELP2 EP300 EPHB2 EPO ERBB4 F2 F2R FER FGFR3 FLT3 FYN GADD45A GBP7 GGNBP2 GH1 GH2 GHR HAMP HCLS1 HDAC2 HES1 HES5 HGS HPX HSF1 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR1 IFNAR2 IFNB1 IFNE IFNG IFNK IFNL1 IFNL2 IFNL3 IFNL4 IFNW1 IGF1 IL10 IL10RA IL10RB IL12A IL12B IL13 IL15 IL15RA IL18 IL2 IL20 IL21 IL22RA2 IL23A IL23R IL24 IL26 IL3 IL31RA IL4 IL5 IL6 IL6R IL6ST IL7R IL9 INPP5F ISL1 JAK1 JAK2 JAK3 KIT LEP LEPROT LIF LYN MGAT5 MIR125A MIR125B1 MIR146A MIR149 MIR19A MIR19B1 MIR221 MIR9-1 MIR99A MIRLET7C MIRLET7E MST1 MST1L NAGLU NEUROD1 NF2 NLK NMI NOTCH1 OCIAD1 OCIAD2 OSBP OSM PARP14 PARP9 PIAS1 PIBF1 PIGU PKD1 PKD2 PPARG PPP2CA PPP2R1A PRL PRLR PTK2B PTK6 PTPN2 PTPRC PTPRD PTPRT PWP1 RET SH2B3 SOCS1 SOCS2 SOCS3 SOCS5 SOCS6 STAMBP STAT1 STAT2 STAT3 STAT4 STAT5A STAT5B STAT6 TGFB1 THPO TNF TNFRSF18 TNFRSF1A TNFSF18 TSLP TYK2 USP1 VEGFA VHL WDR48 GOBP_RECEPTOR_TRANSACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RECEPTOR_TRANSACTIVATION ADAM17 ADRA2A ADRA2B ADRA2C NCOA3 GOBP_RECOGNITION_OF_APOPTOTIC_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RECOGNITION_OF_APOPTOTIC_CELL FCN1 FCN2 FCN3 JMJD6 MEGF10 PEAR1 SCARB1 GOBP_RECOMBINATIONAL_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RECOMBINATIONAL_REPAIR ABL1 ACTB ACTL6A ACTR2 ANKLE1 AP5S1 AP5Z1 ARID2 ATM AUNIP BLM BRCA1 BRCA2 BRD8 CDC45 CDC7 CGAS CHD4 CHEK1 DMAP1 DMC1 EID3 EP400 EPC1 EPC2 ERCC4 ERCC5 ERCC6 EXD2 FAN1 FANCB FANCM FBH1 FEN1 FIGNL1 FUS GEN1 GINS2 GINS4 H2AX HDGFL2 HELB HELQ HROB HUS1 HUS1B ING3 INIP INO80 INTS3 KASH5 KAT5 KDM1A KDM4D KHDC3L KLHL15 KMT5A LIG3 MAD2L2 MAGEF1 MBTD1 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 MCM9 MCMDC2 MEAF6 MEIOB MMS19 MMS22L MORF4L1 MORF4L2 MRE11 MRGBP MRNIP MUS81 NABP1 NABP2 NBN NIPBL NSMCE1 NSMCE2 NSMCE3 NSMCE4A NUCKS1 OOEP PALB2 PARP1 PARPBP PIAS4 POGZ POLL POLN POLQ PPP4C PPP4R2 PSMD14 RAD21 RAD21L1 RAD51 RAD51AP1 RAD51B RAD51C RAD51D RAD52 RAD54B RAD54L RADX RBBP8 REC8 RECQL RECQL4 RECQL5 REV3L RFWD3 RHNO1 RIF1 RMI1 RMI2 RNF138 RNF169 RPA1 RPA2 RPA3 RPA4 RTEL1 RUVBL1 RUVBL2 SAMHD1 SENP3 SETD2 SFPQ SFR1 SHLD1 SHLD2 SHLD3 SIRT6 SLF1 SLF2 SLX1A SLX1B SLX4 SMC5 SMC6 SMCHD1 SPIDR SWI5 SWSAP1 TERF2IP TEX15 TIMELESS TONSL TOP3A TP53BP1 TRRAP UBE2N UBQLN4 UHRF1 USP51 VPS72 WAS WDR48 WRAP53 WRN XRCC1 XRCC2 XRCC3 XRCC5 XRCC6 YEATS4 YY1 ZFYVE26 ZMYND8 ZNF365 ZSWIM7 GOBP_REDUCTION_OF_FOOD_INTAKE_IN_RESPONSE_TO_DIETARY_EXCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REDUCTION_OF_FOOD_INTAKE_IN_RESPONSE_TO_DIETARY_EXCESS CNTN2 GDF15 GFRAL NMUR2 RMI1 GOBP_REELIN_MEDIATED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REELIN_MEDIATED_SIGNALING_PATHWAY CRK CRKL LRP8 PAFAH1B1 RELN STAT5A VLDLR GOBP_REFLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REFLEX ADRA1A AFG3L2 ALDH1A3 ASCL1 CACNG2 DRD3 GLRA1 GLRB HPN NMB NMBR NPNT NPSR1 SCN11A SHANK1 SLC1A1 SLITRK6 TMC1 TMC2 USP46 ZPLD1 GOBP_REGENERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGENERATION ACE ADAM15 ADM AKIRIN1 ANGPT2 ANXA1 ANXA3 APOA2 APOA4 APOA5 APOD ATIC AURKA AXL BAAT BAK1 BCL2 BCL9 BIN3 BRAF CAD CAPN3 CCN3 CCNA2 CCND1 CD81 CD9 CDK1 CDKN1A CDKN1B CEBPB CERS2 CFLAR CLDN1 CNTF CPB2 CPQ CPT1A CSNK2A2 CSPG5 CTNNA1 CXCL12 DAG1 DHFR DHFRP1 DUSP10 ELAVL4 EPHA4 EPPK1 ERBB4 EYS EZH2 F7 FGF10 FKBP1B FKRP FLNA FLT3 FOLR1 FPGS FZD7 FZD9 GAP43 GAS6 GATA1 GATA4 GFAP GFER GJD4 GLI1 GNAT1 GNAT2 GPX1 GRN GUCD1 HDGFL2 HFE HOPX HSPG2 IFRD1 IGF1 IGF1R IGF2R IGFBP1 IHH IL10 IL6 INPP5F JAK2 KIAA0319 KLF4 KLF5 KLK6 KPNA1 KREMEN1 LAMB2 LARGE1 LCP1 LGR6 LPIN1 LRIG2 MAG MAP1B MAP2K1 MAP2K2 MAPK8IP3 MDK MED1 MIR199A1 MIR221 MIR222 MIR29B1 MIR431 MIR590 MMP2 MSTN MTPN MTR MUSTN1 MYMK MYMX MYOD1 MYOZ1 NEFL NEO1 NFIB NINJ1 NINJ2 NNMT NOTCH1 NR0B2 NR4A3 NREP OMG PCNA PDX1 PFKFB1 PNPT1 POSTN PPARD PPP3CA PRMT5 PRRX1 PTCH1 PTGFRN PTN PTPN12 PTPN3 PTPRF PTPRS PTPRU PUM2 RGMA RGN RTN4R RTN4RL1 RTN4RL2 RUNX1 SCARF1 SELENON SERPINA10 SGCA SLC7A5 SOX15 SOX2 SPAAR SPP1 SRSF1 STK24 SULF2 TEC TGFBR3 THY1 TM4SF4 TMEM182 TNC TNF TNR TSPO TXK TYMS UCP2 UGT1A1 ULK1 UPF2 VPS54 VTN WNT1 WNT10B WNT7A YAP1 GOBP_REGULATED_EXOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATED_EXOCYTOSIS ABCA12 ABCC4 ADGRE2 ADORA2B ADRA2A ANXA3 AP1G1 ARHGAP17 ARL8B ATP2A2 BAIAP3 BCR BLOC1S6 BRAF BTK C12orf4 CACNB4 CADPS CADPS2 CASK CBARP CBL CCL3 CCR2 CD177 CD300A CD84 CDK5 CDK5R2 CEACAM1 CHGA CLNK CLTRN CORO1A CPLX1 CPLX2 CPLX3 CPLX4 CRHBP CSPG5 CTBP2 DNAJC5 DOC2A DOC2B DTNBP1 DVL1 EQTN ERC2 F2RL1 FBXL20 FBXO45 FCER1A FCGR2B FCGR3A FER FES FGR FMR1 FOXF1 GAB2 GATA1 GATA2 GIT1 GNAI2 GPR15LG GRIK5 GRP HCK HLA-F HTR1B HYAL3 IL13 IL13RA2 IL4 IL4R ITGAM ITGB2 KCNB1 KIT KLRC2 KLRF2 LAMP1 LAT LAT2 LGALS9 LRRK2 LYN MICAL1 MILR1 MRGPRX2 MYH9 NAPA NAPB NCKAP1L NKG7 NLGN1 NLRP5 NOTCH1 NR4A3 OTOF P2RX1 P2RX7 P2RY1 P2RY4 PCLO PDPK1 PFN2 PIK3CD PIK3CG PIP5K1C PLA2G3 PLEK PPFIA2 PPFIA3 PPP3CB PRAM1 PREPL PRKCB PRKCG PRRT2 PSEN1 PTAFR PTGDR PTGDS RAB10 RAB11B RAB11FIP1 RAB11FIP2 RAB11FIP5 RAB15 RAB26 RAB27A RAB31 RAB3A RAB3D RAB3GAP1 RAB44 RAB5A RABGEF1 RAC2 RAP1A RAP1B RAP1BL RAPGEF4 RASGRP1 REST RIMS1 RIMS2 RIMS3 RIMS4 RPH3A RPH3AL S100A13 SCAMP5 SCIN SCN11A SCRIB SDF4 SEPTIN5 SLC18A2 SLC4A8 SNAP23 SNAP25 SNAP29 SNAP47 SNAPIN SNCA SNPH SNX4 SNX6 SPHK2 SPI1 STEAP2 STX11 STX19 STX1A STX1B STX2 STX3 STX4 STXBP1 STXBP2 STXBP3 STXBP5 SV2A SV2B SV2C SYK SYN1 SYN2 SYNGR1 SYNGR2 SYNGR3 SYNJ1 SYP SYT1 SYT10 SYT11 SYT12 SYT13 SYT15 SYT17 SYT2 SYT3 SYT4 SYT5 SYT6 SYT7 SYT8 SYT9 TMED10 TMEM79 TPH1 TPRG1L TRPV6 TSPAN18 UNC13A UNC13B UNC13C UNC13D VAMP2 VAMP3 VAMP7 VAMP8 VPS18 WNT7A ZP3 ZP4 GOBP_REGULATION_BY_VIRUS_OF_VIRAL_PROTEIN_LEVELS_IN_HOST_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_BY_VIRUS_OF_VIRAL_PROTEIN_LEVELS_IN_HOST_CELL DDB1 DYNLT1 HACD3 IFIT1 STAT1 STAU1 TBC1D20 GOBP_REGULATION_OF_3_UTR_MEDIATED_MRNA_STABILIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_3_UTR_MEDIATED_MRNA_STABILIZATION ELAVL4 LARP4B METTL16 RBM24 TENT4A TENT4B GOBP_REGULATION_OF_ACROSOME_REACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ACROSOME_REACTION B4GALT1 CACNA1H CCDC87 CRISP1 FAM170B GLRA1 IQCF1 PLA2G10 PLB1 PLCB1 PRSS37 SERPINA10 SPINK1 SPINK13 ZP2 ZP3 ZP4 GOBP_REGULATION_OF_ACTIN_FILAMENT_BASED_MOVEMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ACTIN_FILAMENT_BASED_MOVEMENT ACTA2 ADCY10 ADORA1 AKAP9 ANK2 ATP1A2 ATP2A1 ATP2A2 BIN1 CACNA1C CAMK2D CAV1 CAV3 CTNNA3 DLG1 DSC2 DSG2 DSP FGF13 GATA4 GJA5 HCN4 JUP KCNJ2 MIR448 MYBPC3 MYLK2 PDE4B PDE4D PDPN PKP2 PLN RANGRF RYR2 SCN5A SRI STC1 SUMO1 TNNC1 TRPM4 ZEB2 GOBP_REGULATION_OF_ACTIN_FILAMENT_BASED_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ACTIN_FILAMENT_BASED_PROCESS ABI2 ABITRAM ABL1 ABL2 ABRACL ACTA2 ACTG1 ACTN2 ADCY10 ADD1 ADD2 ADD3 ADORA1 AKAP13 AKAP9 ALMS1 ALOX15 ANK2 ANKRD23 AP1AR APOA1 ARAP1 ARF1 ARF6 ARFGEF1 ARFIP1 ARFIP2 ARHGAP17 ARHGAP18 ARHGAP28 ARHGAP35 ARHGAP40 ARHGAP44 ARHGAP6 ARHGEF10 ARHGEF10L ARHGEF15 ARHGEF18 ARHGEF19 ARHGEF5 ARPC2 ARPC3 ARPC5 ARPC5L ARPIN ASAP3 ATP1A2 ATP2A1 ATP2A2 AVIL BAG4 BAIAP2 BAIAP2L1 BAIAP2L2 BBS4 BCAS3 BIN1 BMP10 BRAF BRK1 BST1 BST2 C15orf62 C9orf72 CACNA1C CAMK2D CAPG CAPN10 CAPZA1 CAPZA2 CAPZA3 CAPZB CARMIL1 CARMIL2 CARMIL3 CAV1 CAV3 CCDC88A CCL11 CCL21 CCL24 CCL26 CCN2 CCR7 CD2AP CD47 CDC42 CDC42EP1 CDC42EP2 CDC42EP3 CDC42EP4 CDC42EP5 CDK10 CDK5R1 CELSR1 CFL2 CGNL1 CLASP1 CLASP2 CNN2 CORO1A CORO1B CORO2B COTL1 CRACD CRK CSF1R CSF3 CTNNA2 CTNNA3 CTTN CX3CL1 CXCL12 CYFIP1 CYFIP2 CYRIA CYRIB DAAM2 DAPK3 DIXDC1 DLC1 DLG1 DMTN DNAI3 DSC2 DSG2 DSP DSTN ECT2 EDN1 EFNA5 ELN EPHA1 EPHA3 EPHA5 EPS8 ESAM EVL EZR F11R F2RL1 FAM107A FCHSD1 FCHSD2 FER FERMT2 FGF13 FHOD1 FHOD3 FLII FLNA FMN1 FRMD6 FRMD7 FSCN1 FZD10 GATA4 GBA2 GJA5 GMFB GMFG GPM6B GPR65 GRB2 GRHL3 GSN HAX1 HCK HCLS1 HCN4 HIP1R HRAS HRG IL1A INPP5K IQGAP2 ITGB1BP1 ITGB3 JAM3 JUP KANK1 KANK2 KANK3 KANK4 KCNJ2 KIRREL1 LATS1 LIMA1 LIMCH1 LIMK1 LMOD1 LMOD2 LMOD3 LPAR1 LRP1 MAGEL2 MEGF9 MET MIR1-1 MIR138-1 MIR149 MIR20A MIR21 MIR214 MIR335 MIR448 MKKS MLST8 MTOR MTPN MTSS1 MYADM MYBPC3 MYH9 MYLK2 MYLK3 MYO3A MYO3B MYOC NAA80 NCK1 NCK2 NCKAP1 NCKAP1L NEB NEDD9 NF2 NPHS1 NRP1 ODAM OR2A4 PAK1 PAK2 PAK3 PDE4B PDE4D PDGFA PDGFRA PDGFRB PDPN PDXP PEAK3 PFN1 PFN2 PFN3 PFN4 PHLDB2 PICK1 PIK3CA PIK3R1 PIK3R2 PKP2 PLEK PLEKHG2 PLEKHH2 PLN PPFIA1 PPM1E PPM1F PREX1 PRKCD PRKCE PRKD1 PRKN PROX1 PTGER4 PTK2B PXN PYCARD RAC1 RAC3 RALA RANGRF RAPGEF3 RASA1 RDX RGCC RGS4 RHOA RHOC RHOG RHOQ RHPN1 RHPN2 RHPN2P1 RICTOR RNH1 ROCK1 ROCK2 RYR2 S100A10 S1PR1 SCIN SCN5A SDC4 SEMA5A SERPINF2 SFRP1 SH3BP1 SHANK1 SHANK3 SIGLEC15 SLC4A2 SLC9A1 SLIT2 SMAD3 SMAD4 SMIM22 SNX9 SORBS3 SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 SRI SSH1 SSH2 SSH3 STAU2 STC1 STMN1 SUMO1 SVIL SWAP70 SYNPO SYNPO2 SYNPO2L TACR1 TACSTD2 TAOK1 TAOK2 TENM1 TESK1 TGFB3 TGFBR1 TJP1 TMEFF2 TMOD1 TMOD2 TMOD3 TMOD4 TMSB10 TMSB15A TMSB15B TMSB15C TMSB4X TMSB4Y TNNC1 TPM1 TRIM27 TRIOBP TRPM2 TRPM4 TSC1 TTC8 TWF1 TWF2 VASP VIL1 VILL WAS WASF1 WASF2 WASF3 WASH3P WASH6P WASHC1 WASHC2A WASHC2C WASHC3 WASHC4 WASHC5 WDR1 WHAMM WNT11 WNT4 ZEB2 GOBP_REGULATION_OF_ACTIN_FILAMENT_BUNDLE_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ACTIN_FILAMENT_BUNDLE_ASSEMBLY ABL1 ACTG1 ALMS1 APOA1 ARAP1 ARHGAP28 ARHGAP6 ARHGEF10 ARHGEF10L ARHGEF15 ARHGEF18 ARHGEF5 ASAP3 BAG4 BBS4 BRAF CARMIL1 CCDC88A CCN2 CD47 CDC42 CGNL1 CLASP1 CLASP2 CORO2B CX3CL1 DLC1 EPHA1 EVL F11R FERMT2 FHOD1 FLNA FRMD7 GPR65 INPP5K ITGB1BP1 LIMCH1 LIMK1 LPAR1 MET MIR138-1 MIR149 MIR20A MIR21 MKKS MTOR MTSS1 MYOC NF2 NRP1 PAK1 PAK2 PFN1 PFN2 PFN3 PHLDB2 PIK3R1 PIK3R2 PLEK PPFIA1 PPM1E PPM1F PRKN PTGER4 PXN RAC1 RAPGEF3 RDX RGCC RHOA RHOC RHPN1 RHPN2 RHPN2P1 ROCK1 ROCK2 S100A10 S1PR1 SDC4 SERPINF2 SFRP1 SHANK1 SHANK3 SLC9A1 SMAD3 SORBS3 STMN1 SWAP70 SYNPO SYNPO2 SYNPO2L TACR1 TACSTD2 TESK1 TGFB3 TGFBR1 TJP1 TMEFF2 TPM1 TSC1 TTC8 VIL1 WAS WASF2 WNT11 WNT4 GOBP_REGULATION_OF_ACTIN_FILAMENT_LENGTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ACTIN_FILAMENT_LENGTH ABITRAM ACTN2 ADD1 ADD2 ADD3 ALOX15 ARF6 ARFGEF1 ARHGAP18 ARHGAP28 ARHGAP35 ARHGAP40 ARPC2 ARPC3 ARPC5 ARPC5L AVIL BAG4 BAIAP2 BAIAP2L1 BAIAP2L2 BBS4 BIN1 BRK1 C15orf62 CAPG CAPZA1 CAPZA2 CAPZA3 CAPZB CARMIL1 CARMIL2 CCL11 CCL21 CCL24 CCL26 CCR7 CDC42EP1 CDC42EP2 CDC42EP3 CDC42EP4 CDC42EP5 CFL2 CORO1A COTL1 CRACD CSF3 CTTN CXCL12 CYFIP1 CYFIP2 CYRIA CYRIB DAAM2 DLG1 DMTN DSTN ELN EPS8 ESAM EVL F2RL1 FCHSD1 FCHSD2 FER FHOD3 FLII FMN1 GBA2 GRB2 GSN HAX1 HCK HCLS1 HIP1R KANK1 KANK2 KANK3 KANK4 KIRREL1 LATS1 LIMA1 LMOD1 LMOD2 LMOD3 MEGF9 MIR214 MKKS MLST8 MTOR MTPN MYADM MYO3A MYO3B NAA80 NCK1 NCK2 NCKAP1 NCKAP1L NEB NPHS1 PAK3 PDXP PFN1 PFN2 PFN3 PFN4 PIK3CA PIK3R2 PLEK PLEKHG2 PLEKHH2 PREX1 PRKCD PRKCE PTK2B PYCARD RASA1 RDX RICTOR SCIN SEMA5A SH3BP1 SLIT2 SNX9 SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 SSH1 SSH2 SSH3 SVIL SWAP70 TENM1 TMOD1 TMOD2 TMOD3 TMOD4 TMSB10 TMSB15A TMSB15B TMSB15C TMSB4X TMSB4Y TRIOBP TWF1 TWF2 VASP VIL1 VILL WAS WASHC2C WDR1 GOBP_REGULATION_OF_ACTIN_FILAMENT_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ACTIN_FILAMENT_ORGANIZATION ABI2 ABITRAM ABL1 ACTG1 ACTN2 ADD1 ADD2 ADD3 ALMS1 ALOX15 AP1AR APOA1 ARAP1 ARF1 ARF6 ARFGEF1 ARFIP1 ARFIP2 ARHGAP18 ARHGAP28 ARHGAP35 ARHGAP40 ARHGAP6 ARHGEF10 ARHGEF10L ARHGEF15 ARHGEF18 ARHGEF5 ARPC2 ARPC3 ARPC5 ARPC5L ARPIN ASAP3 AVIL BAG4 BAIAP2 BAIAP2L1 BAIAP2L2 BBS4 BIN1 BRAF BRK1 C15orf62 C9orf72 CAPG CAPZA1 CAPZA2 CAPZA3 CAPZB CARMIL1 CARMIL2 CARMIL3 CCDC88A CCL11 CCL21 CCL24 CCL26 CCN2 CCR7 CD47 CDC42 CDC42EP1 CDC42EP2 CDC42EP3 CDC42EP4 CDC42EP5 CFL2 CGNL1 CLASP1 CLASP2 CORO1A CORO1B CORO2B COTL1 CRACD CSF3 CTNNA2 CTTN CX3CL1 CXCL12 CYFIP1 CYFIP2 CYRIA CYRIB DAAM2 DLC1 DLG1 DMTN DNAI3 DSTN ELN EPHA1 EPS8 ESAM EVL F11R F2RL1 FCHSD1 FCHSD2 FER FERMT2 FHOD1 FHOD3 FLII FLNA FMN1 FRMD7 GBA2 GMFB GMFG GPR65 GRB2 GSN HAX1 HCK HCLS1 HIP1R INPP5K ITGB1BP1 KANK1 KANK2 KANK3 KANK4 KIRREL1 LATS1 LIMA1 LIMCH1 LIMK1 LMOD1 LMOD2 LMOD3 LPAR1 MAGEL2 MEGF9 MET MIR138-1 MIR149 MIR20A MIR21 MIR214 MKKS MLST8 MTOR MTPN MTSS1 MYADM MYOC NAA80 NCK1 NCK2 NCKAP1 NCKAP1L NF2 NPHS1 NRP1 PAK1 PAK2 PAK3 PDXP PFN1 PFN2 PFN3 PFN4 PHLDB2 PICK1 PIK3CA PIK3R1 PIK3R2 PLEK PLEKHG2 PLEKHH2 PPFIA1 PPM1E PPM1F PREX1 PRKCD PRKCE PRKN PTGER4 PTK2B PXN PYCARD RAC1 RAPGEF3 RASA1 RDX RGCC RGS4 RHOA RHOC RHPN1 RHPN2 RHPN2P1 RICTOR RNH1 ROCK1 ROCK2 S100A10 S1PR1 SCIN SDC4 SEMA5A SERPINF2 SFRP1 SH3BP1 SHANK1 SHANK3 SLC9A1 SLIT2 SMAD3 SNX9 SORBS3 SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 SSH1 SSH2 SSH3 STMN1 SVIL SWAP70 SYNPO SYNPO2 SYNPO2L TACR1 TACSTD2 TENM1 TESK1 TGFB3 TGFBR1 TJP1 TMEFF2 TMOD1 TMOD2 TMOD3 TMOD4 TMSB10 TMSB15A TMSB15B TMSB15C TMSB4X TMSB4Y TPM1 TRIM27 TRIOBP TSC1 TTC8 TWF1 TWF2 VASP VIL1 VILL WAS WASF1 WASF2 WASF3 WASH3P WASH6P WASHC1 WASHC2A WASHC2C WASHC3 WASHC4 WASHC5 WDR1 WHAMM WNT11 WNT4 GOBP_REGULATION_OF_ACTIN_NUCLEATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ACTIN_NUCLEATION ABI2 AP1AR ARF1 ARFIP1 ARFIP2 ARPIN BRK1 CARMIL1 CARMIL2 CARMIL3 CORO1A CORO1B CTNNA2 CYFIP1 DNAI3 FCHSD2 FMN1 GMFB GMFG GSN HIP1R MAGEL2 NCKAP1 PICK1 RNH1 SCIN TRIM27 VIL1 WASF1 WASF2 WASF3 WASH3P WASH6P WASHC1 WASHC2A WASHC2C WASHC3 WASHC4 WASHC5 WHAMM GOBP_REGULATION_OF_ACTION_POTENTIAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ACTION_POTENTIAL ADRA1A AKAP9 ANK2 ATP2A2 BIN1 CACNA1C CACNA2D1 CACNB3 CALM1 CALM3 CAMK2D CAV1 CAV3 CD36 CHRNB2 CNR1 CNR2 CTNNA3 CXADR DLG1 DSC2 DSG2 DSP FGF12 FGF13 FLNA FMR1 GBA1 GJA5 GPR35 HCN4 JUP KCNAB2 KCNB1 KCNE3 KCNJ2 KCNQ3 MECP2 MIR1-1 MIR133A1 MIR208A MIR328 MTNR1B NOS1AP NPS PKP2 RANGRF RNF207 RYR2 SCN5A SLC4A3 SLC8A2 SLC9A1 SUMO1 TACR1 TBX18 TMEM161B TNF TRPM4 GOBP_REGULATION_OF_ACTIVATION_OF_JANUS_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ACTIVATION_OF_JANUS_KINASE_ACTIVITY AGT CCL5 CD300A GH1 IL12B IL23A IL23R IL6R GOBP_REGULATION_OF_ACTIVIN_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ACTIVIN_RECEPTOR_SIGNALING_PATHWAY ACVR1 ACVR1B ACVR2A ACVR2B CER1 CSNK2B DACT1 DACT2 DAND5 DMRT1 FGF10 FGF9 FKBP1A FST FSTL3 IGSF1 LEMD3 MAGI2 NODAL NOMO1 NOMO3 SHH SKI SMAD2 SMAD6 SMAD7 SMURF1 ZC3H3 GOBP_REGULATION_OF_ACTOMYOSIN_STRUCTURE_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ACTOMYOSIN_STRUCTURE_ORGANIZATION ABL1 ACTG1 AKAP13 ALMS1 ANKRD23 APOA1 ARAP1 ARHGAP28 ARHGAP6 ARHGEF10 ARHGEF10L ARHGEF15 ARHGEF18 ARHGEF5 ASAP3 BAG4 BBS4 BMP10 BRAF CARMIL1 CAV3 CCDC88A CCN2 CD47 CDC42 CGNL1 CLASP1 CLASP2 CORO2B DLC1 ECT2 EDN1 EPHA1 EVL F11R FERMT2 FHOD1 FRMD7 GPR65 INPP5K ITGB1BP1 LIMCH1 LIMK1 LPAR1 MET MIR1-1 MIR138-1 MIR149 MIR20A MIR21 MKKS MTOR MYLK3 MYOC NF2 NRP1 PAK1 PAK2 PFN1 PFN2 PHLDB2 PIK3R1 PIK3R2 PPFIA1 PPM1E PPM1F PRKD1 PROX1 PTGER4 PXN RAC1 RAPGEF3 RGCC RHOA RHOC RHPN1 RHPN2 RHPN2P1 ROCK1 ROCK2 S100A10 S1PR1 SDC4 SERPINF2 SFRP1 SLC9A1 SMAD3 SMAD4 SORBS3 STMN1 SYNPO2L TACR1 TACSTD2 TESK1 TGFB3 TGFBR1 TJP1 TMEFF2 TPM1 TSC1 TTC8 WAS WASF2 WNT11 WNT4 GOBP_REGULATION_OF_ACUTE_INFLAMMATORY_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ACUTE_INFLAMMATORY_RESPONSE ADAM8 ADORA1 ALOX5AP APCS ASH1L BTK C2CD4A C2CD4B C3 CCR7 CNR1 CREB3L3 DNASE1 DNASE1L3 EDNRB F12 FCGR1A FCGR2B FFAR2 FFAR3 FUT7 GSTP1 HLA-E IL1B IL20RB IL4 IL6 IL6ST INS KLKB1 MIR302E MIR92A1 NLRP3 NPY5R OSM OSMR PARK7 PIK3CG PLA2G2D PTGER3 PTGES PTGS2 RHBDD3 SELENOS SPN TNF TNFRSF11A TNFSF11 ZP3 GOBP_REGULATION_OF_ACUTE_INFLAMMATORY_RESPONSE_TO_ANTIGENIC_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ACUTE_INFLAMMATORY_RESPONSE_TO_ANTIGENIC_STIMULUS BTK C3 CCR7 CNR1 FCGR1A FCGR2B FUT7 HLA-E IL20RB MIR302E NPY5R PARK7 PLA2G2D SELENOS SPN ZP3 GOBP_REGULATION_OF_ACYL_COA_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ACYL_COA_BIOSYNTHETIC_PROCESS PDK1 PDK2 PDK3 PDK4 SNCA GOBP_REGULATION_OF_ADAPTIVE_IMMUNE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ADAPTIVE_IMMUNE_RESPONSE ADA ADCY7 AGER AHR AKIRIN2 ALOX15 ANXA1 APLF ARG1 ARID5A ASCL2 ATAD5 B2M BATF BCL6 BTK C17orf99 C3 C4BPA C4BPB CARD9 CCL19 CCR2 CD160 CD1A CD1B CD1C CD1D CD1E CD226 CD274 CD28 CD4 CD40 CD46 CD55 CD80 CD81 CEACAM1 CLC CLCF1 CLEC4G CLEC6A CLEC7A CR1 CR1L CR2 CYRIB DENND1B DUSP10 DUSP22 EIF2AK4 EPHB2 EXOSC3 EXOSC6 FADD FBXO38 FCER2 FCGR1A FCGR2B FOXJ1 FOXP3 FUT7 FZD5 GATA3 HAVCR2 HFE HLA-A HLA-B HLA-C HLA-DRA HLA-DRB1 HLA-DRB3 HLA-E HLA-F HLA-G HLA-H HLX HMCES HMGB1 HPX HSPD1 IFNA2 IFNB1 IL10 IL12A IL12B IL12RB1 IL18 IL18R1 IL1B IL1R1 IL1RL1 IL2 IL20RB IL23A IL23R IL27 IL27RA IL33 IL4 IL4I1 IL4R IL6 IL6ST IL7R IRF1 IRF7 JAK2 JAK3 JUNB KLRC1 KLRD1 KMT5B KMT5C LILRB1 LILRB4 LOXL3 LTA MAD2L2 MALT1 MAP3K7 MEF2C MICA MICB MIR21 MLH1 MR1 MSH2 NCKAP1L NDFIP1 NECTIN2 NFKBID NFKBIZ NLRP10 NLRP3 NOD2 NSD2 P2RX7 PARP3 PAXIP1 PKN1 PLA2G4A PMS2 PPP3CB PRKCQ PRKCZ PTPN6 PTPRC PVR PYCARD RAET1E RAET1G RAET1L RC3H1 RC3H2 RIF1 RIPK2 RIPK3 RSAD2 SAMSN1 SASH3 SHLD1 SHLD2 SHLD3 SIRT1 SKAP1 SLAMF1 SLC11A1 SLC15A4 SLC22A13 SMAD7 SOCS5 SPN STAT6 STX7 SUPT6H SUSD4 SVEP1 TAP2 TBX21 TFRC TGFB1 THOC1 TNF TNFAIP3 TNFRSF14 TNFRSF1B TNFSF13 TNFSF13B TNFSF18 TNFSF4 TP53BP1 TRAF2 TRAF6 TREM2 TRIM27 TRPM4 TYK2 ULBP1 ULBP2 ULBP3 WAS XCL1 ZBTB1 ZBTB7B ZC3H12A ZP3 GOBP_REGULATION_OF_ADENYLATE_CYCLASE_ACTIVATING_G_PROTEIN_COUPLED_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ADENYLATE_CYCLASE_ACTIVATING_G_PROTEIN_COUPLED_RECEPTOR_SIGNALING_PATHWAY APLP1 ARRDC3 ATP2B4 CRTC3 GNAI2 GSK3A MIR133A1 MRAP MRAP2 OPRL1 PDE4A PDE4B PRKCA SSTR4 GOBP_REGULATION_OF_ADENYLATE_CYCLASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ADENYLATE_CYCLASE_ACTIVITY ACR ADCYAP1 ADGRV1 ADORA2B ADORA3 ADRB2 ADRB3 AKAP5 AVPR2 CACNA1C CACNA1D CALCR CAP1 CAP2 CCR2 CRHR1 DRD1 DRD2 DRD3 DRD5 EDNRA EDNRB FSHR GABBR2 GALR1 GIPR GLP1R GNAI2 GNAI3 GRM2 GRM3 LGR4 LGR5 LHCGR LTB4R2 NF1 ORAI1 P2RY11 PALM RAF1 RXFP1 RXFP2 STIM1 TMIGD3 TSHR GOBP_REGULATION_OF_ADHERENS_JUNCTION_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ADHERENS_JUNCTION_ORGANIZATION ADD1 BMP6 PTPN23 RDX VEGFA GOBP_REGULATION_OF_ADIPONECTIN_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ADIPONECTIN_SECRETION C1QTNF3 HCAR2 IL1B PPARG RAB11FIP1 RAB11FIP3 RAB11FIP5 GOBP_REGULATION_OF_ADIPOSE_TISSUE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ADIPOSE_TISSUE_DEVELOPMENT GHRL KLF7 LPL MIR138-1 NCOA1 NCOA2 NR1H4 PARP1 PLAAT3 POU4F2 PPARG PRKAA1 SIRT1 SORL1 SPI1 TRPM4 GOBP_REGULATION_OF_AEROBIC_RESPIRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_AEROBIC_RESPIRATION ABCD1 ACTN3 AK4 ARL2 ATP7A BNIP3 CBFA2T3 COX7A1 COX7A2 COX7A2L COX7A2P2 DNAJC15 HIF1A IDE ISCU MACROH2A1 MIR210 MLXIPL NOP53 NUPR1 PARK7 PINK1 PPIF RHOA SHMT2 SLC25A23 SLC25A33 SNCA TMEM135 TNF TRPV4 UQCC2 VCP GOBP_REGULATION_OF_ALCOHOL_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ALCOHOL_BIOSYNTHETIC_PROCESS ABCA2 ABCG1 ABCG4 ADCYAP1R1 APOB APOE AQP8 AVPR1B BMP2 BMP5 BMP6 CD244 CLCN2 CYP27B1 CYP7A1 DAB2 DGKQ DKK3 ERLIN1 ERLIN2 FGF1 GFI1 GPER1 H6PD HRH1 LHCGR LPCAT3 MAS1 MBTPS1 MBTPS2 MIR182 MIR185 MIR30C1 MIR342 MIR548P MIR96 MIR98 NFKB1 NTSR1 P2RY1 P2RY6 PLEK PRKAA1 PRKG1 PTAFR PTH PTH1R PTK2B REST SCAP SEC14L2 SNCA SOD1 SREBF1 SREBF2 WNT4 GOBP_REGULATION_OF_ALDOSTERONE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ALDOSTERONE_METABOLIC_PROCESS BMP2 BMP5 BMP6 CLCN2 DAB2 DKK3 REST WNT4 GOBP_REGULATION_OF_ALPHA_BETA_T_CELL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ALPHA_BETA_T_CELL_ACTIVATION ADA ADORA2A AGER ANXA1 AP3B1 AP3D1 ARG2 ASCL2 BATF BCL6 CARD11 CBFB CBLB CCL19 CCR2 CD160 CD274 CD28 CD300A CD3E CD55 CD80 CD81 CD83 CD86 CLEC4G CRTAM DAPL1 EBI3 FOXP3 GATA3 GLI3 HFE HLA-A HLA-DRA HLA-DRB1 HLA-DRB3 HLA-E HLX HMGB1 HSPH1 IFNG IHH IL12A IL12B IL12RB1 IL18 IL2 IL23A IL23R IL27 IL2RA IL2RG IL4 IL4R IRF1 IRF4 ITCH ITPKB JAK2 JAK3 JUNB KLHL25 LGALS9 LGALS9B LGALS9C LILRB1 LILRB4 LOXL3 MALT1 MAPK8IP1 MIR21 NCKAP1L NDFIP1 NFKBID NFKBIZ NKAP NLRP3 PNP PRDM1 PRKCQ PRKCZ PTPN22 PTPRC RARA RASAL3 RC3H1 RC3H2 RHOA RIPK2 RUNX1 RUNX3 SASH3 SH3RF1 SHB SHH SLC4A2 SMAD7 SOCS1 SOCS5 SYK TARM1 TBX21 TGFBR2 TNFRSF14 TNFSF18 TNFSF4 TWSG1 TYK2 VSIR XCL1 ZAP70 ZBTB16 ZBTB7B ZC3H12A ZNF683 GOBP_REGULATION_OF_ALPHA_BETA_T_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ALPHA_BETA_T_CELL_DIFFERENTIATION ADA ANXA1 AP3B1 AP3D1 ASCL2 BATF BCL6 CBFB CCL19 CD80 CD83 CD86 FOXP3 GATA3 GLI3 HLA-DRA HLA-DRB1 HLX HMGB1 IFNG IHH IL12B IL12RB1 IL18 IL2 IL23A IL23R IL27 IL2RG IL4 IL4R IRF4 ITPKB JAK3 JUNB KLHL25 LGALS9 LILRB4 LOXL3 MALT1 MIR21 NCKAP1L NFKBID NFKBIZ NKAP NLRP3 PNP PRDM1 PRKCZ RARA RC3H1 RC3H2 RHOA RIPK2 RUNX1 RUNX3 SASH3 SH3RF1 SHB SHH SLC4A2 SMAD7 SOCS1 SOCS5 SYK TBX21 TGFBR2 TNFSF18 TNFSF4 ZAP70 ZBTB16 ZBTB7B ZC3H12A ZNF683 GOBP_REGULATION_OF_ALTERNATIVE_MRNA_SPLICING_VIA_SPLICEOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ALTERNATIVE_MRNA_SPLICING_VIA_SPLICEOSOME CELF1 CELF2 CELF3 CELF4 CELF5 CELF6 DDX17 DDX5 FAM172A FMR1 FXR1 FXR2 HNRNPA1 HNRNPL HNRNPU KHDRBS1 KHDRBS2 KHDRBS3 MAGOH MYOD1 NOVA1 NOVA2 NSRP1 PTBP1 PUF60 RBFOX1 RBFOX2 RBFOX3 RBM11 RBM15 RBM15B RBM20 RBM24 RBM25 RBM4 RBM47 RBM5 RBM7 RBM8A RBMX RBMY1A1 REST RNPS1 SAP18 SMU1 SRRM4 SRSF12 SRSF6 THRAP3 TIA1 TRA2B WTAP YTHDC1 ZBTB7A GOBP_REGULATION_OF_AMACRINE_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_AMACRINE_CELL_DIFFERENTIATION DLX1 DLX2 GDF11 HES1 POU4F2 TGIF2 GOBP_REGULATION_OF_AMIDE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_AMIDE_METABOLIC_PROCESS AARS1 ABCA2 ABCA7 ABCE1 ABCG1 ACO1 AGO1 AGO2 AGO3 AGO4 AIRE AJUBA AKT1 AKT2 ALDOB ALKBH1 ANG APLP1 APOE APP ATCAY ATF4 ATXN2 BACE1-AS BANK1 BARHL2 BCL3 BIN1 BOLL BTG2 BZW1 BZW2 C1QBP C6orf52 C8orf88 CALR CAPRIN1 CAPRIN2 CASC3 CASP3 CCL5 CCN1 CD28 CDC123 CDK5RAP1 CELF1 CELF4 CHRNA7 CIRBP CLU CNBP CNOT1 CNOT10 CNOT11 CNOT2 CNOT3 CNOT4 CNOT6 CNOT6L CNOT7 CNOT8 CNOT9 COA3 CPEB1 CPEB2 CPEB3 CPEB4 CSDE1 CSNK1E CSNK2A1 CTIF CYFIP1 CYP1B1 DAP DAPK1 DAPK3 DAPL1 DAZ1 DAZ2 DAZ3 DAZ4 DAZL DCP1A DCP1B DCP2 DCPS DDX1 DDX25 DDX3X DDX6 DHFR DHFRP1 DHX29 DHX36 DHX9 DIO2 DIS3 DIS3L2 DNAJC1 DNAJC3 DND1 DUS3L EEF2 EEF2K EEFSEC EFNA1 EIF1 EIF1B EIF2A EIF2AK1 EIF2AK2 EIF2AK3 EIF2AK4 EIF2B2 EIF2B4 EIF2B5 EIF2S1 EIF3B EIF3C EIF3D EIF3E EIF3H EIF3K EIF4A2 EIF4A3 EIF4B EIF4E EIF4E1B EIF4E2 EIF4E3 EIF4EBP1 EIF4EBP2 EIF4EBP3 EIF4ENIF1 EIF4G1 EIF4G2 EIF4G3 EIF4H EIF5 EIF5A EIF5A2 EIF5AL1 EIF5B EIF6 ELAVL1 ELAVL4 ELP1 ELP2 ELP3 ELP4 ELP5 ELP6 ENC1 ENPP7 EPHA4 EPRS1 ERBB2 ETF1 EXOSC2 EXOSC3 EXOSC5 EXOSC7 EXOSC8 EXOSC9 FASTKD2 FASTKD3 FECH FMR1 FOXO3 FTO FXR1 FXR2 GAPDH GCN1 GEMIN5 GGA3 GIGYF2 GRB7 GRM5 GSAP GSK3A GSPT1 GUF1 GZMB HABP4 HAP1 HBS1L HNRNPD HNRNPR HNRNPU HRURF HSPB1 IFNG IFNGR1 IFRD2 IGF1 IGF2BP1 IGF2BP2 IGF2BP3 IGFBP5 IL6 ILF3 IMPACT INPP5E IREB2 ITGA2 JMJD4 KBTBD8 KHDRBS1 KHSRP KLHL25 KRT13 KRT17 LARP1 LARP1B LARP4 LARP4B LARP6 LIMD1 LIN28A LRPPRC LRRTM3 LSM1 LSM14A LSM14B MAGOH MALSU1 MAPKAPK5 METAP1 METTL14 METTL16 METTL18 METTL3 METTL5 METTL8 MEX3D MIF4GD MIR1-1 MIR100 MIR101-1 MIR103A1 MIR103B1 MIR106A MIR106B MIR107 MIR10B MIR125A MIR125B1 MIR126 MIR1271 MIR128-1 MIR130A MIR132 MIR133A1 MIR133B MIR134 MIR135B MIR137 MIR138-1 MIR140 MIR144 MIR145 MIR146A MIR148A MIR148B MIR149 MIR151A MIR153-1 MIR15A MIR15B MIR16-1 MIR17 MIR181A2 MIR181B1 MIR181C MIR181D MIR182 MIR185 MIR186 MIR18A MIR190B MIR191 MIR192 MIR195 MIR19B1 MIR200B MIR200C MIR204 MIR205 MIR206 MIR208A MIR20A MIR21 MIR210 MIR212 MIR214 MIR218-1 MIR221 MIR222 MIR223 MIR23A MIR24-1 MIR26B MIR27A MIR27B MIR28 MIR298 MIR299 MIR29A MIR29B1 MIR29C MIR302A MIR302C MIR30B MIR31 MIR326 MIR339 MIR342 MIR345 MIR346 MIR361 MIR365A MIR373 MIR378A MIR379 MIR423 MIR4286 MIR448 MIR455 MIR483 MIR485 MIR486-1 MIR491 MIR495 MIR497 MIR499A MIR503 MIR517A MIR517C MIR518B MIR520B MIR520C MIR520E MIR543 MIR562 MIR564 MIR590 MIR608 MIR6086 MIR625 MIR655 MIR659 MIR663A MIR665 MIR877 MIR885 MIR9-1 MIR92A1 MIR93 MIR939 MIR96 MIR98 MIRLET7A1 MIRLET7B MIRLET7E MIRLET7I MKNK1 MKNK2 MLH1 MLST8 MOV10 MPV17L2 MRPL13 MRPS27 MSI1 MSI2 MTG1 MTG2 MTIF2 MTOR MTPN NANOS1 NANOS2 NANOS3 NAT10 NCBP1 NCBP2 NCK1 NCK2 NCL NEURL1 NFE2L2 NGDN NGRN NHLRC1 NHLRC3 NIBAN1 NMNAT2 NOCT NOD2 NOLC1 NPM1 NR1H4 NSUN3 NSUN5 NT5C3B NTRK2 OGFOD1 OGT ORMDL1 ORMDL2 ORMDL3 PA2G4 PABPC1 PABPN1L PADI6 PAIP1 PAIP2 PAIP2B PAN2 PAN3 PARN PARP16 PASK PATL1 PATL2 PCIF1 PDE12 PDK1 PDK2 PDK3 PDK4 PELO PER1 PER2 PGAM1 PICALM PIN1 PINK1 PIWIL1 PIWIL2 PIWIL3 PIWIL4 PKM PKP3 PLA2G6 PLD1 PLEKHN1 PLXNB2 PNLDC1 PNPT1 POLDIP3 POLR2G PPP1CA PPP1R15A PPP1R15B PRG3 PRKAA1 PRKCD PRKDC PRMT1 PRNP PRR16 PTAFR PTCD3 PTK2B PUM1 PUM2 PUM3 PURA PUS7 PYM1 QKI RACK1 RARA RBM24 RBM3 RBM4 RBM4B RBM8A RC3H1 RC3H2 RCC1L RELA RGS2 RIDA RMND1 RNF139 ROCK1 ROCK2 RPL10 RPL13A RPL26 RPL38 RPL5 RPS14 RPS27L RPS3 RPS4X RPS6KA1 RPS6KA3 RPS6KB1 RPS6KB2 RPS9 RPTOR RPUSD3 RPUSD4 RTN1 RTN2 RTN3 RTN4 SAMD4A SAMD4B SAMD8 SARNP SARS1 SECISBP2 SECISBP2L SELENOT SEPSECS SERBP1 SERP1 SESN2 SH3BGRL SHFL SHMT1 SHMT2 SIRT3 SLC2A13 SLC7A11 SNCA SORL1 SOX4 SP1 SPHK1 SPHK2 SPON1 SRP9 SSB SYNCRIP TACO1 TARBP2 TARDBP TCOF1 TENT4A TENT4B TENT5B THBS1 TIA1 TIGAR TMED10 TMED2 TNF TNKS1BP1 TNRC6A TNRC6B TNRC6C TOB1 TP53 TPR TRAP1 TRIM2 TRIM3 TRIM71 TRMT10C TRNAU1AP TRUB2 TSC1 TSFM TUT4 TUT7 TYMS UCN UHMK1 UNK UPF1 UPF3A UPF3B UQCC2 USP16 VIM WFS1 WTIP XRN1 YBX1 YBX2 YBX3 YTHDF1 YTHDF2 YTHDF3 ZAR1 ZAR1L ZC3H12A ZC3H12D ZCCHC13 ZCCHC4 ZFP36 ZFP36L1 ZFP36L2 ZNF385A ZNF540 ZNF598 ZNF706 GOBP_REGULATION_OF_AMINE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_AMINE_METABOLIC_PROCESS ABAT ACMSD ALDH2 ATCAY ATP2B4 BCKDK BHMT CHRNB2 CLN3 DRD1 DRD4 GPR37 HPRT1 HTR1A INS ITGAM ITGB2 MAOB MIR21 NR1H4 NR4A2 PAOX PARK7 PDE1B PNKD PRKN SIRT4 SLC6A3 SLC7A11 SLC7A7 TACR3 VHL VPS35 GOBP_REGULATION_OF_AMINO_ACID_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_AMINO_ACID_TRANSMEMBRANE_TRANSPORT ACE2 ARL6IP1 ARL6IP5 ATP1A2 CLTRN ITGB1 PER2 PSEN1 RGS2 RGS4 SLC17A8 SLC38A1 SLC43A1 SLC43A2 SLC7A5 TNF GOBP_REGULATION_OF_AMINO_ACID_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_AMINO_ACID_TRANSPORT ABAT ACE2 ADORA1 ADORA2A ARL6IP1 ARL6IP5 ATP1A2 AVP AVPR1A CLTRN DTNBP1 GABBR1 GRM2 GRM7 HRH3 HTR1B ITGB1 KMO LEP NPY5R NTSR1 P2RX7 PER2 PRKG1 PSEN1 RAB3GAP1 RGS2 RGS4 SLC12A2 SLC17A8 SLC38A1 SLC38A2 SLC38A3 SLC43A1 SLC43A2 SLC6A1 SLC7A5 SNCA STXBP1 SV2A SYT4 TNF TRH GOBP_REGULATION_OF_AMPA_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_AMPA_RECEPTOR_ACTIVITY ADRB2 ARC CACNG2 CACNG3 CACNG4 CACNG5 CACNG7 CACNG8 CNIH2 CNIH3 GSG1L MAPK8IP2 MEF2C MINK1 NLGN1 NLGN2 NLGN3 PRRT1 RELN SHANK1 SHANK3 SHISA6 SHISA7 SHISA8 SHISA9 GOBP_REGULATION_OF_AMYLOID_BETA_CLEARANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_AMYLOID_BETA_CLEARANCE ABCA7 APOE CLU CYP51A1 HDAC1 HMGCR IFNG IFNGR1 IL4 LRP1 LRPAP1 MIR1908 MIR34A MYOCD PLA2G3 ROCK1 SRF TNF TREM2 TTPA GOBP_REGULATION_OF_AMYLOID_FIBRIL_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_AMYLOID_FIBRIL_FORMATION APOE APP CHRNA7 CLU CRYAB IAPP LDLR MIR31 PFDN1 PFDN2 PFDN4 PFDN5 PFDN6 PSEN1 TREM2 USP8 VBP1 GOBP_REGULATION_OF_AMYLOID_PRECURSOR_PROTEIN_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_AMYLOID_PRECURSOR_PROTEIN_CATABOLIC_PROCESS ABCA2 ABCA7 ABCG1 AGER APOE BIN1 CASP3 CHRNA7 CLU CSNK1E EFNA1 EFNA3 EPHA4 FKBP1A FLOT2 GGA3 GSAP GSK3A HAP1 IFNG IFNGR1 IGF1 LRRTM3 LYN MIR107 MIR153-1 MIR15B MIR186 MIR206 MIR24-1 MIR298 MIR29A MIR29B1 MIR29C MIR339 MIR361 MIR455 NTRK2 PICALM PIN1 PRNP RANBP9 RELA ROCK1 ROCK2 RTN1 RTN2 RTN3 RTN4 SLC2A13 SORL1 SP1 SPON1 TMED10 TNF GOBP_REGULATION_OF_ANAPHASE_PROMOTING_COMPLEX_DEPENDENT_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ANAPHASE_PROMOTING_COMPLEX_DEPENDENT_CATABOLIC_PROCESS CDC20 CDC20B CDK2 FZR1 PLK1 GOBP_REGULATION_OF_ANATOMICAL_STRUCTURE_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ANATOMICAL_STRUCTURE_MORPHOGENESIS ABCC8 ABI2 ABI3 ABL1 ACVRL1 ADA ADAM12 ADAMTS1 ADAMTS12 ADAMTS9 ADCK1 ADCY10 ADGRA2 ADGRB1 ADGRB2 ADGRB3 ADM ADM2 ADNP AGGF1 AGO1 AGO2 AGO4 AGT AGTR2 AHI1 AJAP1 AKT3 ALDOA ALOX5 AMIGO1 AMOT ANAPC2 ANGPT2 ANGPT4 ANGPTL3 ANGPTL4 ANKRD27 ANKRD6 ANXA1 ANXA3 APCDD1 APELA APLNR APOH AQP1 AR ARAP1 ARC ARHGAP15 ARHGAP18 ARHGAP33 ARHGAP35 ARHGAP4 ARHGAP44 ARHGEF18 ARHGEF19 ARHGEF7 ARMCX5-GPRASP2 ARPIN ATF2 ATP10A ATP2B4 AURKA BAIAP2 BAMBI BCL11A BCL6 BCL9L BCR BDNF BMP2 BMP4 BMP7 BMPER BMPR1A BMPR2 BNIP3 BRAF BRCA1 BRSK1 BRSK2 BRWD1 BRWD3 BTBD7 BTG1 BVES C11orf65 C15orf62 C3 C3AR1 C5AR1 CACNG7 CAMK2B CAMP CAMSAP1 CAPRIN1 CAPRIN2 CAPZB CAV3 CCBE1 CCL11 CCL13 CCL2 CCL24 CCL3 CCL7 CCM2 CCN6 CCR2 CCR3 CD160 CD34 CD40 CD44 CDC42 CDC42EP1 CDC42EP2 CDC42EP3 CDC42EP4 CDC42EP5 CDC42SE1 CDC42SE2 CDH1 CDH2 CDH4 CDH5 CDK5 CDK5R1 CDKL3 CDKL5 CDX1 CDX2 CEACAM1 CELA1 CELSR1 CELSR2 CELSR3 CEMIP2 CFAP410 CFDP1 CFL1 CHI3L1 CHN1 CHODL CHRNA3 CHRNA7 CHRNB2 CITED2 CLASP1 CLASP2 CLDN3 CLDN4 CLDN5 CMA1 CNMD CNTN2 COCH COL4A2 COL4A3 CORO1A CORO1B CORO1C CPNE5 CPNE6 CPNE9 CRABP2 CRB2 CREB3L1 CRK CSF1 CSF1R CST3 CTHRC1 CTNNB1 CTSH CUL7 CUX1 CUX2 CX3CR1 CXCL10 CXCL12 CXCL13 CXCL8 CXCR2 CXCR4 CYBB CYFIP1 CYP1B1 CYRIB CYSLTR1 DAAM1 DAB1 DAB2 DAB2IP DACT1 DAG1 DAPK3 DBN1 DCC DCN DDAH1 DDHD1 DDHD2 DHX36 DIAPH1 DIP2B DISC1 DKK1 DKK4 DLC1 DLG1 DLG4 DLL1 DMRT2 DMRT3 DMTN DNM1L DNM3 DNMBP DPYSL5 DRAXIN DSCAM DTNBP1 DVL1 DVL2 DVL3 E2F2 ECM1 ECSCR EDN1 EEF2K EFNA1 EFNA3 EFNA5 EFNB2 EFNB3 EGF EGLN1 EIF4G2 EMC10 EMILIN1 EMILIN2 EMP2 ENG ENPP2 EPB41L3 EPB42 EPHA1 EPHA2 EPHA4 EPHA7 EPHB2 EPHB3 EPN1 EPN2 EPS8 ERAP1 ERBB2 ERMN ESR1 ETS1 EZR F11R F2 F3 FAM171A1 FASLG FBLIM1 FBXW8 FERMT2 FES FGD1 FGD2 FGD3 FGD4 FGD5 FGD6 FGF1 FGF10 FGF13 FGF16 FGF18 FGF2 FGF7 FGF8 FGFR2 FGR FIS1 FITM2 FKBPL FLT1 FLT4 FMNL1 FMNL2 FMNL3 FN1 FOXA2 FOXC1 FOXC2 FOXJ1 FOXJ2 FOXO4 FOXP1 FRS2 FSTL4 FUT1 FUZ FYN FZD1 FZD2 FZD3 FZD4 FZD6 FZD7 GAB1 GADD45A GAS2 GATA2 GATA3 GATA4 GATA5 GATA6 GDF2 GDI1 GDNF GHRL GHSR GJA1 GLUL GNA12 GNA13 GOLGA4 GORASP1 GPC3 GPNMB GPR4 GPRASP3 GREM1 GRHL3 GRIP1 GRN GSK3B GTF2I HCK HDAC6 HECW1 HECW2 HES1 HEXB HGF HGS HHEX HIF1A HIPK1 HIPK2 HK2 HLA-G HMGA2 HMOX1 HNF4A HOXA11 HOXA5 HOXB7 HOXC11 HOXD13 HPN HRG HSPB1 HSPB6 HSPG2 HTATIP2 HUWE1 HYAL1 IFRD1 IL10 IL17F IL1A IL1B IL1RAPL1 IL6 INF2 ISL1 ISLR2 ISM1 IST1 ITGA5 ITGA7 ITGAX ITGB1 ITGB2 ITGB3 ITGB8 ITPKA ITSN2 JAG1 JAK1 JCAD JHY JMJD8 JUP KANK1 KDR KEL KIAA0319 KIF13B KIF1A KIT KLF2 KLF4 KLK3 KNDC1 KRIT1 KRT1 L1CAM LARP4 LBX2 LEP LFNG LGR4 LHX1 LIF LIMD1 LIMK1 LPAR1 LPAR3 LRG1 LRP4 LRP8 LRRC4C LRRK2 LST1 LZTS1 LZTS3 MACF1 MAG MAGED1 MAGI2 MAP1B MAP2 MAP2K1 MAP2K2 MAP3K13 MAP6 MAPK7 MAPT MARCHF5 MARK2 MCF2 MCU MDK MECP2 MED12 MEF2C MEGF8 MESP1 METRN MFF MFSD2A MIEF1 MIEF2 MINAR1 MIR1-1 MIR106B MIR10A MIR1224 MIR125A MIR125B1 MIR126 MIR1298 MIR130A MIR132 MIR137 MIR138-1 MIR143 MIR145 MIR146A MIR153-1 MIR15A MIR15B MIR16-1 MIR17 MIR181B1 MIR185 MIR18A MIR1908 MIR193A MIR199A1 MIR199B MIR19A MIR200B MIR205 MIR20A MIR20B MIR21 MIR210 MIR212 MIR214 MIR217 MIR221 MIR222 MIR23A MIR24-1 MIR27B MIR29A MIR29B1 MIR29C MIR30A MIR30B MIR30C1 MIR30E MIR31 MIR329-1 MIR34A MIR34B MIR34C MIR361 MIR375 MIR377 MIR378A MIR424 MIR451A MIR487B MIR492 MIR494 MIR495 MIR503 MIR505 MIR640 MIR885 MIR9-1 MIR92A1 MIR939 MIR99B MIRLET7B MIRLET7G MKLN1 MKS1 MLLT3 MMRN2 MOV10 MPL MSN MSX1 MT3 MTCH2 MTDH MUL1 MYDGF MYH10 MYH14 MYH9 MYL12A MYL12B MYO10 MYO19 MYO9A NAXE NEDD4 NEDD4L NEFL NEUROG3 NF1 NF2 NFATC4 NFE2L2 NGEF NGF NGFR NHERF1 NIBAN2 NIN NINJ1 NKD1 NLGN1 NODAL NOG NOS3 NOTCH1 NPHP3 NPPB NPR1 NR2E1 NRDC NRP1 NSMF NTN1 NTN4 NTNG1 NTNG2 NTRK2 OBSL1 OMA1 OR10J5 OSR1 OSTN OTX2 P2RY1 PAFAH1B1 PAK1 PAK2 PAK3 PAK4 PALM PALM2AKAP2 PALM3 PALMD PARP6 PARVA PARVB PAX2 PAX8 PAX9 PDCD10 PDCD6 PDCL3 PDE3B PDGFA PDLIM5 PDPK1 PDPN PDZD8 PEAK3 PF4 PGAM5 PGF PGK1 PHB2 PHIP PHLDB1 PHLDB2 PID1 PIK3CB PIK3CD PIK3CG PIK3R6 PINK1 PKHD1 PKM PKN1 PLAA PLCG1 PLD6 PLEKHA4 PLEKHO1 PLK2 PLXNA1 PLXNA2 PLXNA3 PLXNA4 PLXNB1 PLXNB2 PLXNB3 PLXNC1 PLXND1 PML POGLUT1 POU3F2 POU4F2 PPARG PPFIA2 PPP1R16B PPP3CA PQBP1 PRAG1 PRICKLE1 PRICKLE2 PRKCA PRKCB PRKD1 PRKD2 PRKDC PRKN PRL PROK1 PRPF40A PSEN1 PTEN PTGIS PTK2 PTK2B PTK7 PTPRD PTPRM PTPRS PUM2 RAB21 RAC1 RAC3 RACK1 RALA RALBP1 RAMP2 RAP2A RAPGEF2 RAPGEF3 RASA1 RASAL1 RC3H1 RDX RECK RELN RET RGCC RGMA RHOA RHOB RHOG RHOJ RHOQ RHOU RIMS1 RIMS2 RLN2 RND2 RNF157 RNF207 RNF6 RNH1 ROBO1 ROBO2 ROCK1 ROCK2 RRAS RREB1 RSPO2 RSPO3 RTN4 RTN4R RUFY3 RUNX1 RUNX2 RYK S100A1 SAPCD2 SARM1 SARS1 SASH1 SCX SDC2 SEC24B SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SEPTIN7 SERPINE1 SERPINF1 SFRP1 SFRP2 SH3D19 SH3KBP1 SHANK3 SHH SHOX2 SHROOM3 SHTN1 SIPA1L1 SIRT1 SIRT6 SIX1 SIX2 SIX4 SKIL SKOR2 SLC12A2 SLC23A2 SLC26A5 SLC39A12 SLIT1 SLIT2 SLITRK1 SMAD1 SMO SMOC2 SMURF1 SMURF2 SNAI2 SOX8 SOX9 SP1 SP100 SP6 SPAG9 SPARC SPART SPEF1 SPHK1 SPINK5 SPIRE1 SPP1 SPRED1 SPRY1 SPRY2 SPRY3 SPTA1 SRC SRCIN1 SRF SS18L1 STAB1 STAT1 STAT2 STAT3 STAU2 STIM1 STK11 STK25 STOX1 STRIP1 STRIP2 SULF1 SYNE1 SYNE3 SYNGAP1 SYNJ2BP SYT1 SYT14P1 SYT17 SYT2 SYT3 SYT4 TACSTD2 TAFA5 TANC2 TAOK2 TBC1D24 TBCCD1 TBX1 TBX18 TBX2 TBXA2R TEK TENM4 TERT TFRC TGFB1 TGFB2 TGFBR2 TGIF2 THBS1 THBS2 THBS4 THY1 TIAM1 TIAM2 TIE1 TJP1 TLR3 TLX2 TMBIM1 TMEM135 TMIGD2 TNF TNFAIP3 TNFRSF11B TNFSF12 TNFSF13B TNIK TNMD TNN TNR TPM1 TRAK1 TRIM46 TRPC5 TRPV2 TSPAN12 TSPAN18 TWF2 TWIST1 ULK1 ULK2 UNC13A UST VANGL1 VANGL2 VASH1 VASH2 VAT1 VEGFA VEGFB VEGFC VEGFD VIL1 VPS35 WARS1 WARS2 WASF3 WDPCP WDR1 WNK1 WNT10A WNT11 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT7A WNT9B WT1 WTIP XBP1 XK YJEFN3 YWHAH ZC3H12A ZDHHC15 ZDHHC6 ZFYVE27 ZMPSTE24 ZMYM3 ZMYM4 ZMYM6 ZNF135 ZNF304 ZNRF3 ZRANB1 GOBP_REGULATION_OF_ANATOMICAL_STRUCTURE_SIZE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ANATOMICAL_STRUCTURE_SIZE ABCB8 ABITRAM ABL1 ACE ACE2 ACTA2 ACTN2 ADCY10 ADCY6 ADD1 ADD2 ADD3 ADM ADNP ADORA1 ADORA2A ADORA2B ADRA1A ADRA1B ADRA1D ADRA2A ADRA2B ADRA2C ADRB1 ADRB2 ADRB3 AGT AGTR1 AGTR2 AKT1S1 AKT3 ALOX15 ALS2 ANAPC2 ANO6 AP2M1 APOE AQP1 AQP11 AQP4 ARF6 ARFGEF1 ARHGAP18 ARHGAP28 ARHGAP35 ARHGAP4 ARHGAP40 ARHGAP42 ARHGAP5 ARPC2 ARPC3 ARPC5 ARPC5L ASIC2 ASXL1 ATG5 ATP13A2 ATP1A2 ATP2B1 ATP7A AVIL AVP AVPR1A AVPR1B AVPR2 BAG4 BAIAP2 BAIAP2L1 BAIAP2L2 BARHL2 BBS2 BBS4 BDKRB2 BDNF BIN1 BLOC1S1 BLOC1S2 BMPR2 BORCS5 BORCS6 BORCS7 BORCS8 BRK1 C15orf62 CALCA CAPG CAPZA1 CAPZA2 CAPZA3 CAPZB CARMIL1 CARMIL2 CASR CAV1 CAV3 CBS CCDC51 CCL11 CCL21 CCL24 CCL26 CCR7 CD38 CDC42EP1 CDC42EP2 CDC42EP3 CDC42EP4 CDC42EP5 CDH1 CDH4 CDHR2 CDHR5 CDK5 CDKL3 CDKL5 CFL2 CHMP3 CHRM3 CLCN3 CLCN6 CLN3 CLN8 CLNS1A CNTN2 COMP CORO1A COTL1 CPS1 CRABP2 CRACD CREB1 CRP CSF3 CTTN CXCL12 CYFIP1 CYFIP2 CYRIA CYRIB CYSLTR1 DAAM2 DBH DCC DEPTOR DIP2B DISC1 DLG1 DMTN DNAJC16 DNM2 DOCK4 DOCK5 DRAXIN DRD1 DRD5 DSCAM DSTN E2F4 ECE1 EDN1 EDN2 EDN3 EDNRA EDNRB EFNA5 EIF4G2 ELN ENSG00000274276 EPHA7 EPS8 ESAM EVL EXT1 EXT2 EZR F2R F2RL1 FAAH FCHSD1 FCHSD2 FER FGA FGB FGF13 FGG FHOD3 FLII FMN1 FN1 FOXC1 FOXC2 FSTL4 GBA2 GCH1 GCLC GCLM GDI1 GJA5 GNB3 GOLGA4 GPER1 GPX1 GRB2 GRIP2 GSK3B GSN GUCY1A1 HAX1 HBB HCK HCLS1 HDAC6 HIP1R HNF1A HNF1B HP1BP3 HRH1 HRH2 HSP90AA1 HTR1A HTR1B HTR1D HTR2A HTR2B HTR7 IFRD1 IL7R INS IQGAP3 ISLR2 IST1 ITGA1 ITGB1BP1 KANK1 KANK2 KANK3 KANK4 KAT2B KCNA5 KCNJ8 KCNMA1 KCNMB1 KCNMB2 KCNMB4 KCNN4 KDM1A KEL KIAA0319 KIRREL1 KLF2 KNG1 KXD1 L1CAM LAMTOR4 LAMTOR5 LARS1 LATS1 LEP LIMA1 LIMK1 LMOD1 LMOD2 LMOD3 LPAR3 LRRC8A LRRC8E LRRK2 MACF1 MAG MAP1B MAP2 MAP3K13 MAP3K7 MAPT MEGF8 MEGF9 MIR153-1 MIR21 MIR214 MIR92A1 MKKS MLST8 MMP2 MSN MT3 MTNR1B MTOR MTPN MYADM MYO3A MYO3B NAA80 NCK1 NCK2 NCKAP1 NCKAP1L NEB NEFL NGF NHERF1 NKX6-1 NOS1 NOS3 NPHS1 NPM1 NPPA NPPB NPPC NPR1 NRCAM NRP1 NTN1 NTS OLFM1 OXSR1 OXTR P2RX1 P2RX7 P2RY1 P2RY2 PAFAH1B1 PAK3 PAX2 PDXP PER2 PEX11A PEX11B PEX11G PFN1 PFN2 PFN3 PFN4 PICALM PIK3C2A PIK3CA PIK3R2 PLEK PLEKHG2 PLEKHH2 PLOD3 PLS1 PLXNA3 PLXNA4 POU4F2 PPP1CA PPP1R15A PREX1 PRKCD PRKCE PRKD1 PRKG1 PRR16 PTEN PTGS2 PTK2B PTPRS PUM2 PYCARD RAB11A RAB21 RAB22A RAB3B RAB5A RAC1 RAP1GAP2 RAP1GDS1 RARG RASA1 RB1CC1 RDX RET RGMA RGS2 RHOA RICTOR RILP RIN3 RND2 RNF6 ROCK1 ROCK2 RPTOR RTN4 RTN4R RUFY3 RYK SCIN SCNN1B SCPEP1 SCT SCTR SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SERPINF2 SH3BP1 SHANK3 SHTN1 SIN3A SLC12A1 SLC12A2 SLC12A3 SLC12A4 SLC12A5 SLC12A6 SLC12A7 SLC12A8 SLC12A9 SLC26A5 SLC6A4 SLC8A1 SLIT1 SLIT2 SMTNL1 SMURF1 SNAPIN SNTA1 SNX9 SOD1 SOD2 SOD3 SPART SPP1 SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 SRF SSH1 SSH2 SSH3 STK39 SVIL SWAP70 TACR1 TBXA2R TBXAS1 TENM1 TMOD1 TMOD2 TMOD3 TMOD4 TMSB10 TMSB15A TMSB15B TMSB15C TMSB4X TMSB4Y TNF TNR TRIM46 TRIOBP TRPC5 TRPM4 TRPV2 TRPV4 TSC1 TTL TWF1 TWF2 UCN ULK1 ULK2 USH1C UTS2 UTS2B UTS2R VASP VAV1 VAV2 VAV3 VEGFA VIL1 VILL VSTM4 WAS WASHC2C WASHC5 WDR1 WDTC1 WNK1 WNK3 WNT3 WNT3A WNT5A WNT7A WNT7B WNT9B XK ZDHHC21 ZFYVE27 GOBP_REGULATION_OF_ANDROGEN_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ANDROGEN_RECEPTOR_SIGNALING_PATHWAY DAB2 DDX5 EP300 FOXH1 FOXP1 HDAC1 HDAC6 HEYL KDM1A KDM4C KDM5D NCOR1 NCOR2 NODAL PARK7 PHB1 PIAS2 PKN1 PRMT2 RNF14 RNF6 SAFB2 SFRP1 SIRT1 SMARCA4 TCF21 TRIM68 USP26 ZBTB7A GOBP_REGULATION_OF_ANGIOTENSIN_LEVELS_IN_BLOOD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ANGIOTENSIN_LEVELS_IN_BLOOD ACE ACE2 ATP6AP2 CMA1 CPA3 CTSG CTSZ ENPEP NDST2 REN GOBP_REGULATION_OF_ANIMAL_ORGAN_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ANIMAL_ORGAN_FORMATION AR BMP2 BMP4 BMP7 CITED2 CTNNB1 DKK1 FGF1 FGF10 FGF2 FGF8 FRS2 GATA5 GDNF HOXA11 HOXC11 MESP1 ROBO1 ROBO2 SHH SIX1 SPRY1 SULF1 WNT11 WNT2 WNT2B WNT5A WT1 GOBP_REGULATION_OF_ANIMAL_ORGAN_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ANIMAL_ORGAN_MORPHOGENESIS ABL1 AGT AGTR2 AHI1 AJAP1 ANKRD6 APCDD1 AR ARHGEF19 BMP2 BMP4 BMP7 BMPR1A BTBD7 CAV3 CD34 CDC42 CELSR1 CELSR2 CELSR3 CITED2 CSF1 CTHRC1 CTNNB1 DAAM1 DAB2 DACT1 DKK1 DMRT3 DVL1 DVL2 DVL3 EDN1 FGF1 FGF10 FGF2 FGF7 FGF8 FRS2 FZD1 FZD2 FZD3 FZD6 FZD7 GATA3 GATA5 GDNF GPC3 GREM1 GRHL3 HGF HOXA11 HOXB7 HOXC11 JHY LGR4 LHX1 MAGED1 MAGI2 MED12 MESP1 MKS1 MLLT3 MSX1 NGFR NKD1 NOG NPHP3 NTN4 PAX2 PAX8 PAX9 PDGFA PHB2 PKHD1 PLEKHA4 PRICKLE1 PRICKLE2 PRKCB PTK7 RAC1 RHOA ROBO1 ROBO2 RSPO2 RSPO3 RUNX2 RYK SAPCD2 SEC24B SFRP1 SFRP2 SHH SIX1 SIX2 SIX4 SMO SMURF1 SMURF2 SNAI2 SOX8 SOX9 SP6 SPEF1 SPRY1 STOX1 SULF1 TACSTD2 TBX1 TIAM1 TNF TNFRSF11B VANGL1 VANGL2 VEGFA WNT10A WNT11 WNT2 WNT2B WNT3A WNT4 WNT5A WNT7A WNT9B WT1 ZNRF3 GOBP_REGULATION_OF_ANOIKIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ANOIKIS ANKRD13C BCL2 BRMS1 CAV1 CEACAM5 CEACAM6 CRYBA1 ITGA5 ITGB1 MCL1 MYBBP1A NOTCH1 NTRK2 PDK4 PIK3CA PIK3R3 PTK2 PTRH2 SIK1 SNAI2 SRC TLE1 TLE5 ZNF304 GOBP_REGULATION_OF_ANTIBACTERIAL_PEPTIDE_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ANTIBACTERIAL_PEPTIDE_PRODUCTION EVPL KLK3 KLK5 KLK7 NOD2 PGC SPINK5 GOBP_REGULATION_OF_ANTIFUNGAL_INNATE_IMMUNE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ANTIFUNGAL_INNATE_IMMUNE_RESPONSE FAM3A PLA2G5 SPI1 TRIM62 USP15 GOBP_REGULATION_OF_ANTIGEN_PROCESSING_AND_PRESENTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ANTIGEN_PROCESSING_AND_PRESENTATION CCL19 CCL21 CCR7 CD68 CD74 FCGR2B FGL2 HFE HLA-DOA HLA-DOB LILRB2 NOD1 NOD2 PYCARD SLC11A1 TAPBPL THBS1 TREM2 WAS YTHDF1 GOBP_REGULATION_OF_ANTIGEN_PROCESSING_AND_PRESENTATION_OF_PEPTIDE_ANTIGEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ANTIGEN_PROCESSING_AND_PRESENTATION_OF_PEPTIDE_ANTIGEN HFE HLA-DOA HLA-DOB PYCARD TAPBPL TREM2 GOBP_REGULATION_OF_ANTIGEN_PROCESSING_AND_PRESENTATION_OF_PEPTIDE_OR_POLYSACCHARIDE_ANTIGEN_VIA_MHC_CLASS_II https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ANTIGEN_PROCESSING_AND_PRESENTATION_OF_PEPTIDE_OR_POLYSACCHARIDE_ANTIGEN_VIA_MHC_CLASS_II HLA-DOA HLA-DOB PYCARD THBS1 TREM2 GOBP_REGULATION_OF_ANTIGEN_RECEPTOR_MEDIATED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ANTIGEN_RECEPTOR_MEDIATED_SIGNALING_PATHWAY ADA BCL10 BTN2A2 CARD11 CBLB CCR7 CD160 CD19 CD22 CD226 CD300A CD81 CEACAM1 CMTM3 DGKZ DUSP22 DUSP3 ELF1 EZR FCGR2B FCRL3 FOXP1 GBP1 GCSAM GCSAML GPS2 IKBKG KCNN4 LAPTM5 LCK LGALS3 LILRB4 LIPA LPXN LYN MALT1 MIR18A MIR19A MIR34A NECTIN2 NFAM1 PAWR PHPT1 PLCL2 PRKCB PRKCH PRKD2 PRNP PTPN2 PTPN22 PTPN6 PTPRC PTPRJ PVRIG RAB29 RC3H1 RELA RPS3 SH2D1A SLA2 SLC39A10 STAP1 TESPA1 THY1 TRAT1 UBASH3A GOBP_REGULATION_OF_ANTIMICROBIAL_HUMORAL_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ANTIMICROBIAL_HUMORAL_RESPONSE ACOD1 EVPL GATA6 IL17A IL17F KLK3 KLK5 KLK7 NOD2 PGC PPP2R3C SPINK5 GOBP_REGULATION_OF_ANTIMICROBIAL_PEPTIDE_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ANTIMICROBIAL_PEPTIDE_PRODUCTION EVPL IL17A IL17F KLK3 KLK5 KLK7 NOD2 PGC SPINK5 GOBP_REGULATION_OF_APOPTOTIC_CELL_CLEARANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_APOPTOTIC_CELL_CLEARANCE ABCA7 C2 C3 C4A C4B CCL2 CD300LF HMGB1 TGM2 TREM2 GOBP_REGULATION_OF_APOPTOTIC_DNA_FRAGMENTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_APOPTOTIC_DNA_FRAGMENTATION AIFM1 APAF1 BAX CIDEA DFFA DFFB HSF1 IL6 MIR146A NMNAT1 ST20 GOBP_REGULATION_OF_APOPTOTIC_PROCESS_INVOLVED_IN_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_APOPTOTIC_PROCESS_INVOLVED_IN_DEVELOPMENT BAX BMP7 FOXC1 FOXC2 HNF1B MIR19B1 NOTCH1 PAX2 PAX8 TGFB2 TNFRSF1A TNFRSF1B VDR GOBP_REGULATION_OF_APOPTOTIC_PROCESS_IN_BONE_MARROW_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_APOPTOTIC_PROCESS_IN_BONE_MARROW_CELL FGFR2 LEF1 MIR146A PLK2 PTH GOBP_REGULATION_OF_APOPTOTIC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_APOPTOTIC_SIGNALING_PATHWAY AATF ACAA2 ACKR3 ACVR1 ADCY10 ADORA2A AGT AGTR2 AKT1 APAF1 AR ARHGEF2 ARMC10 ASAH2 ATAD5 ATF3 ATF4 AVP BAD BAG5 BAK1 BAX BBC3 BCAP31 BCL10 BCL2 BCL2L1 BCL2L11 BCL2L12 BCL2L14 BCL2L2 BCLAF1 BDKRB2 BDNF BECN1 BID BIRC6 BMI1 BMP4 BMP5 BMPR1B BOK BRCA1 C8orf44-SGK3 CAAP1 CASP2 CAV1 CCAR2 CD44 CD74 CDKN2D CFLAR CLU COL2A1 CRADD CREB3 CREB3L1 CSF2 CSNK2A1 CSNK2A2 CTH CTNNA1 CTNNB1 CTSC CTSH CTSK CTSL CTSS CTSV CTTN CX3CL1 CX3CR1 CXCL12 CYLD DAB2IP DAPK2 DBH DDIAS DDIT3 DDX3X DEDD2 DEPTOR DNAJA1 DNM1L EEF1E1 EIF2AK3 EIF5A ELL3 ENO1 EPO ERP29 EYA1 EYA2 EYA3 EYA4 FADD FAF1 FAIM FAIM2 FAS FBH1 FBXO7 FBXW7 FCGR2B FEM1B FGA FGB FGF10 FGFR1 FGG FIGNL1 FIS1 FLCN FXN FYN FZD1 FZD9 G0S2 GATA1 GATA4 GCLC GCLM GDNF GFRAL GHITM GNAI2 GPER1 GPX1 GRINA GSDME GSK3B GSTP1 HDAC1 HELLS HERPUD1 HGF HIF1A HMGB2 HMOX1 HNRNPK HSPA1A HSPA1B HSPB1 HTRA2 HTT HYAL2 HYOU1 ICAM1 IER3 IFI6 IFNB1 IGF1 IL10 IL19 IL1A IL1B IL20RA IL4 IL7 INCA1 ING2 ING5 INHBA INHBB INS ITGA6 ITGAV ITM2C ITPRIP IVNS1ABP JAK2 KDM1A LCK LGALS3 LMNA LRRK2 LTB LTBR MADD MAGEA3 MAGED1 MAL MAP2K5 MAPK7 MAPK8IP1 MAPK8IP2 MAPK9 MARCHF7 MAZ MCL1 MDM2 MEIS3 MIF MIR132 MIR133A1 MIR15A MIR16-1 MIR17 MIR186 MIR195 MIR198 MIR19A MIR21 MIR210 MIR221 MIR222 MIR26B MIR27B MIR29B1 MIR449A MIR92A1 MMP9 MNT MPV17L MSX1 MUC1 MYC NACC2 NANOS3 NCK1 NCK2 NDUFA13 NDUFS3 NF1 NFATC4 NFE2L2 NGFR NHERF1 NKX3-1 NME5 NOC2L NOG NOL3 NONO NOS3 NOX1 NR4A2 NRP1 NUPR1 OPA1 P4HB PAK2 PAK5 PARK7 PARL PARP1 PCGF2 PDIA3 PDX1 PEA15 PELI3 PF4 PHIP PIAS4 PIH1D1 PIK3CB PINK1 PLAGL2 PLAUR PLEKHF1 PMAIP1 PML PPIA PPIF PPP1CA PPP2R1A PPP2R1B PRDX2 PRELID1 PRKCD PRKN PRKRA PRODH PSEN1 PSMD10 PSME3 PTEN PTGS2 PTPMT1 PTPN1 PTPN2 PTPRC PTTG1IP PYCARD PYCR1 QARS1 RACK1 RAD9A RAF1 RB1 RB1CC1 RBCK1 RELA RET RFFL RIPK1 RIPK3 RNF183 RNF34 RPL11 RPL26 RPS3 RPS6KB1 RPS7 RRM2B RRN3 RTKN2 S100A8 S100A9 SCG2 SCRT2 SELENOS SEPTIN4 SERINC3 SERPINE1 SFPQ SFRP1 SFRP2 SGK3 SGMS1 SH3RF1 SIAH1 SIAH2 SIRT1 SKIL SLC25A31 SLC25A4 SLC25A5 SLC25A6 SLC35F6 SNAI1 SNAI2 SOD1 SOD2 SP100 SRC SRPX STK3 STK4 STRADB STX4 STYXL1 SYVN1 TAF9 TAF9B TCF7L2 TERT TGFBR1 THBS1 TIFAB TIMP3 TLR4 TLR6 TMBIM1 TMBIM6 TMC8 TMEM14A TMEM161A TNF TNFAIP3 TNFRSF12A TNFSF10 TNFSF12 TP53 TP63 TPD52L1 TPT1 TRAF1 TRAF2 TRAF7 TRAP1 TREM2 TRIAP1 TRIM32 TRIM39 TXNDC12 UBB UBQLN1 UNC5B URI1 USP15 USP47 VDAC2 VHL VNN1 WFS1 WNT1 WNT16 WNT4 WNT5A WWOX XBP1 YAP1 YBX3 ZC3HC1 ZMYND11 ZNF385A ZSWIM2 GOBP_REGULATION_OF_APPETITE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_APPETITE BBS2 BBS4 CARTPT GALP GHRL GHSR HTR2C HTR4 LEP MKKS NENF NOD2 NPY POMC PPARA SCT SCTR SLC22A3 SPX UCN GOBP_REGULATION_OF_ARACHIDONIC_ACID_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ARACHIDONIC_ACID_SECRETION AVPR1B MIF NTSR1 PLA2G10 PLA2R1 SSTR4 SYK GOBP_REGULATION_OF_ARP2_3_COMPLEX_MEDIATED_ACTIN_NUCLEATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ARP2_3_COMPLEX_MEDIATED_ACTIN_NUCLEATION ABI2 AP1AR ARF1 ARFIP1 ARFIP2 BRK1 CARMIL1 CARMIL2 CARMIL3 CORO1B CTNNA2 CYFIP1 DNAI3 FCHSD2 GMFB GMFG HIP1R NCKAP1 PICK1 RNH1 WASF1 WASF2 WASF3 WASH3P WASH6P WASHC1 WASHC2A WASHC2C WASHC3 WASHC4 WASHC5 GOBP_REGULATION_OF_ARTERY_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ARTERY_MORPHOGENESIS AKT3 EFNB2 MDK MIR153-1 MIR205 MIR29B1 MIR329-1 MIR487B MIR494 MIR495 NOTCH1 GOBP_REGULATION_OF_ASPARTIC_TYPE_PEPTIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ASPARTIC_TYPE_PEPTIDASE_ACTIVITY AGER BIN1 EFNA1 EFNA3 EPHA4 GRN LYN PICALM ROCK2 SORL1 GOBP_REGULATION_OF_ASTROCYTE_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ASTROCYTE_ACTIVATION IL6 LDLR MIR142 MIR181B1 MIR181C NR1D1 TREM2 TTBK1 GOBP_REGULATION_OF_ASTROCYTE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ASTROCYTE_DIFFERENTIATION BIN1 BMP2 CLCF1 CNTN2 DAB1 EPHA4 F2 GPR37L1 HES1 HES5 ID2 ID4 IL6 IL6ST KDM4A LDLR LIF MAG MBD1 MECP2 MIR142 MIR181B1 MIR181C NF1 NOG NOTCH1 NR1D1 NR2E1 SERPINE2 SHH TREM2 TTBK1 GOBP_REGULATION_OF_ASYMMETRIC_CELL_DIVISION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ASYMMETRIC_CELL_DIVISION ASPM INSC PAX6 POU5F1 WNT9B GOBP_REGULATION_OF_ATPASE_COUPLED_CALCIUM_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ATPASE_COUPLED_CALCIUM_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ATP2A1 PLN RYR2 SLN STRIT1 TLR9 VMP1 GOBP_REGULATION_OF_ATP_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ATP_BIOSYNTHETIC_PROCESS ADCY10 ANTKMT ATPSCKMT DNAJC30 ENO1 FLCN H19 IL4 MIR675 PARP1 PID1 PINK1 PPARA PPARGC1A SPHK2 TAFAZZIN TMSB4X TREM2 VCP GOBP_REGULATION_OF_ATP_DEPENDENT_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ATP_DEPENDENT_ACTIVITY AHSA1 AHSA2P ALDOB ATP1B1 ATP1B2 ATP1B3 ATP2A1 ATP5IF1 BRSK2 CHTOP DHX9 DNAJB1 DNAJB11 DNAJB2 DNAJC10 DNAJC24 DNAJC9 FGF10 FXYD2 GABARAPL2 GTF2H2 HNRNPU IFIT1 LTF METTL21A MNAT1 MSH2 MSH3 MSH6 MYBPC3 MYH6 MYL3 MYL4 OXA1L PAM16 PFN1 PFN2 PLN PLSCR1 POT1 PPIF PXK RGN RYR2 SETMAR SIRT1 SLN SNRNP70 SSBP1 STRIT1 TLR9 TNNC1 TNNI3 TNNT2 TNNT3 TOR1AIP1 TOR1AIP2 TP53 TPM1 TPM2 TSC1 UHRF1 VCPKMT VMA21 VMP1 GOBP_REGULATION_OF_ATP_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ATP_METABOLIC_PROCESS ADCY10 ANTKMT ATP5IF1 ATPSCKMT BEND3 DNAJC30 DNM1L ENO1 FIS1 FLCN H19 IL4 MIR675 PARP1 PID1 PINK1 PPARA PPARGC1A SPHK2 TAFAZZIN TMSB4X TREM2 TSPO VCP GOBP_REGULATION_OF_ATRIAL_CARDIAC_MUSCLE_CELL_MEMBRANE_DEPOLARIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ATRIAL_CARDIAC_MUSCLE_CELL_MEMBRANE_DEPOLARIZATION CACNA1G GJA5 MIR26A1 SCN10A SCN1B SCN2B SCN3B SCN5A TBX5 GOBP_REGULATION_OF_ATRIAL_CARDIAC_MUSCLE_CELL_MEMBRANE_REPOLARIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ATRIAL_CARDIAC_MUSCLE_CELL_MEMBRANE_REPOLARIZATION CACNA1D FLNA KCNA5 KCNE5 KCNQ1 MIR328 NPPA SCN5A GOBP_REGULATION_OF_ATTACHMENT_OF_MITOTIC_SPINDLE_MICROTUBULES_TO_KINETOCHORE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ATTACHMENT_OF_MITOTIC_SPINDLE_MICROTUBULES_TO_KINETOCHORE AURKB BECN1 BIRC5 CDCA8 HNRNPU INCENP KAT2B KAT5 GOBP_REGULATION_OF_ATTACHMENT_OF_SPINDLE_MICROTUBULES_TO_KINETOCHORE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ATTACHMENT_OF_SPINDLE_MICROTUBULES_TO_KINETOCHORE APC AURKB BECN1 BIRC5 CCNB1 CDC42 CDCA8 ECT2 HNRNPU INCENP KAT2B KAT5 KNSTRN KNTC1 NEK2 RACGAP1 RCC2 SIRT2 SPAG5 ZW10 ZWILCH GOBP_REGULATION_OF_AUTOPHAGOSOME_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_AUTOPHAGOSOME_ASSEMBLY ATG2A BECN1 C9orf72 EFNB1 EHMT2 ELAPOR1 EPHB2 FEZ1 FEZ2 IFT20 IFT88 LRRK2 LRSAM1 MOAP1 MTM1 MTMR3 MTOR NUPR1 PHF23 PIKFYVE PINK1 PIP4K2A PIP4K2B PIP4K2C RAB1B RAB3GAP1 RAB3GAP2 RAB5A RALB RNF186 RNF5 SCFD1 SEC22B SH3GLB1 SMCR8 SNX18 SNX30 SNX4 SNX7 TBC1D12 TBC1D14 TMEM39A UBQLN2 ULK1 WDR45 WIPI1 GOBP_REGULATION_OF_AUTOPHAGOSOME_MATURATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_AUTOPHAGOSOME_MATURATION ADRB2 ATG12 ATG5 CALCOCO2 CLEC16A CLN3 FYCO1 IRGM PHF23 RUBCN SMCR8 TBC1D25 TECPR1 TMEM39A TOM1 UBQLN4 UVRAG GOBP_REGULATION_OF_AUTOPHAGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_AUTOPHAGY ABL1 ABL2 ACER2 ADCY10 ADRA1A ADRB2 AKT1 AMBRA1 ATF6 ATG101 ATG12 ATG13 ATG14 ATG16L1 ATG2A ATG5 ATM ATP13A2 ATP6V0A1 ATP6V0A2 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1C2 ATP6V1D ATP6V1E1 ATP6V1E2 ATP6V1G1 ATP6V1G2 ATP6V1H BAD BAG3 BCL2 BECN1 BMF BNIP3 BNIP3L BOK C9orf72 CALCOCO2 CAMKK2 CAPN1 CAPNS1 CASP3 CCNY CDK16 CDK5 CDK5R1 CERS1 CHMP4B CISD1 CISD2 CLEC16A CLN3 CPTP CRYBA1 CSNK2A2 CTSA CTTN DAP DAPK1 DAPK2 DAPK3 DAPL1 DCAF12 DCN DDIT3 DEPDC5 DEPP1 DEPTOR DHRSX DNM1L DRAM1 DRAM2 EEF1A1 EEF1A2 EHMT2 EIF4E EIF4G1 EIF4G2 EIF4G3 ELAPOR1 ENDOG EP300 EPM2A ERCC4 ERFE ERN1 EXOC1 EXOC4 EXOC7 EXOC8 FBXL2 FBXO7 FBXW7 FEZ1 FEZ2 FKBP8 FLCN FOXK1 FOXK2 FOXO1 FOXO3 FYCO1 FZD5 GAPDH GATA4 GBA1 GFAP GNAI3 GOLGA2 GPR137 GPR137B GPSM1 GSK3A GSK3B HAX1 HDAC6 HERC1 HGF HIF1A HMGB1 HMOX1 HSPB1 HSPB8 HTRA2 HTT IFI16 IFNB1 IFNG IKBKG IL10 IL10RA IL4 IRGM ITPR1 KAT5 KAT8 KDM4A KDR KEAP1 KIF25 KLHL22 LACRT LAMP3 LARP1 LEP LEPR LRRK2 LRSAM1 LZTS1 MAGEA3 MAGEA6 MAP3K7 MAPK15 MAPK3 MAPK8 MAPT MCL1 MEFV MET MFSD8 MID2 MIR199A1 MIRLET7B MLST8 MOAP1 MTCL1 MTDH MTM1 MTMR3 MTMR4 MTMR8 MTMR9 MTOR NEDD4 NLRP6 NOD1 NOD2 NPC1 NPRL2 NPRL3 NRBP2 NUPR1 OPTN ORMDL3 OSBPL7 PAFAH1B2 PARK7 PARL PHF23 PIK3C2A PIK3C3 PIK3CA PIK3CB PIK3R2 PIK3R4 PIM2 PINK1 PIP4K2A PIP4K2B PIP4K2C PLEKHF1 PLK2 PLK3 POLDIP2 PRKAA1 PRKAA2 PRKACA PRKD1 PRKN PSAP PTPN22 PYCARD QSOX1 RAB39B RAB3GAP1 RAB3GAP2 RAB8A RALB RASIP1 RB1CC1 RFPL1 RFPL2 RFPL3 RFPL4A RFPL4AL1 RHEB RIPK2 RMC1 RNF152 RNF31 RNF41 RNF5 ROCK1 RPTOR RRAGA RRAGB RRAGC RRAGD RUBCN RUFY4 SCFD1 SCOC SEC22B SESN1 SESN2 SESN3 SETD2 SH3BP4 SH3GLB1 SIRT1 SIRT2 SLC25A4 SLC25A5 SLC35D3 SLC7A5 SMCR8 SNCA SNRNP70 SNX18 SNX30 SNX32 SNX4 SNX5 SNX6 SNX7 SOGA1 SOGA3 SPTLC1 SPTLC2 SQSTM1 SREBF1 SREBF2 STAT3 STING1 STK11 STK38L SUPT5H SVIP TAB2 TAB3 TBC1D14 TBC1D25 TBK1 TECPR1 TFEB TICAM1 TIGAR TLK2 TLR9 TMEM39A TMEM59 TOM1 TP53 TP53INP1 TPCN1 TPCN2 TREM2 TRIB3 TRIM13 TRIM21 TRIM22 TRIM23 TRIM27 TRIM32 TRIM34 TRIM38 TRIM5 TRIM58 TRIM6 TRIM65 TRIM68 TRIM8 TSC1 TSC2 TSPO UBQLN1 UBQLN2 UBQLN4 UCHL1 UFL1 ULK1 ULK2 ULK3 USP10 USP13 USP20 USP30 USP33 USP36 UVRAG VDAC1 VHL VPS13C VPS13D VPS26A VPS26B VPS29 VPS35 WAC WASHC1 WDR24 WDR41 WDR45 WDR6 WIPI1 WNK1 ZC3H12A ZKSCAN3 ZMPSTE24 GOBP_REGULATION_OF_AUTOPHAGY_OF_MITOCHONDRION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_AUTOPHAGY_OF_MITOCHONDRION ADCY10 AMBRA1 ATP13A2 BNIP3 BNIP3L CAMKK2 CERS1 CSNK2A2 CTTN DNM1L FBXO7 FBXW7 FKBP8 FZD5 GSK3A HAX1 HDAC6 HIF1A HTRA2 HTT IRGM NOD2 PARK7 PARL PINK1 PRKN RNF41 SLC25A4 SLC25A5 SREBF1 SREBF2 TIGAR TP53 TSC2 TSPO USP30 USP36 VDAC1 VPS13C VPS13D GOBP_REGULATION_OF_AUTOPHAGY_OF_MITOCHONDRION_IN_RESPONSE_TO_MITOCHONDRIAL_DEPOLARIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_AUTOPHAGY_OF_MITOCHONDRION_IN_RESPONSE_TO_MITOCHONDRIAL_DEPOLARIZATION ATP5IF1 CDC37 GBA1 HDAC6 HK2 HTRA2 HUWE1 MFN2 MUL1 OPTN PINK1 PRKN TOMM7 VDAC1 VPS13C GOBP_REGULATION_OF_AXONOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_AXONOGENESIS ADCY10 ADNP AMIGO1 ANAPC2 ARHGAP35 ARHGAP4 BDNF BMPR2 BRAF BRSK1 BRSK2 CDH1 CDH2 CDH4 CDK5 CDKL3 CDKL5 CHN1 CHODL CNTN2 CRABP2 CXCL12 CYFIP1 DAB1 DCC DIP2B DISC1 DRAXIN DSCAM EFNA1 EFNA5 EFNB3 EIF4G2 EPHA4 EPHA7 EPHB2 EPHB3 FGF13 FN1 FSTL4 GDI1 GOLGA4 GSK3B HDAC6 IFRD1 ISLR2 IST1 KEL KIAA0319 KIF13B L1CAM LIMK1 LPAR3 LRP4 LRRC4C MACF1 MAG MAP1B MAP2 MAP2K1 MAP2K2 MAP3K13 MAP6 MAPT MARK2 MCF2 MEGF8 METRN MT3 NEFL NGF NIN NRDC NRP1 NTN1 NTRK2 PAFAH1B1 PAK1 PAK2 PAK3 PLXNA1 PLXNA2 PLXNA3 PLXNA4 PLXNB1 PLXNB2 PLXNB3 PLXNC1 PLXND1 POU3F2 POU4F2 PSEN1 PTEN PTPRS RET RGMA RND2 RNF6 ROBO1 ROBO2 RTN4 RTN4R RUFY3 RYK SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SHOX2 SHTN1 SIPA1L1 SKIL SLIT1 SLIT2 SLITRK1 SMURF1 SPART SPP1 SRF STK11 STK25 SYNGAP1 THY1 TIAM1 TIAM2 TNR TRAK1 TRIM46 TRPC5 TRPV2 TWF2 ULK1 ULK2 UST VEGFA WNT3 WNT3A WNT5A WNT7A XK ZFYVE27 GOBP_REGULATION_OF_AXON_DIAMETER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_AXON_DIAMETER CNTN2 KEL NEFL WNT7A XK GOBP_REGULATION_OF_AXON_EXTENSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_AXON_EXTENSION ABL1 ADCY10 ADNP ANAPC2 APOE ARHGAP4 BARHL2 BMPR2 CDH1 CDH4 CDK5 CDKL3 CDKL5 CTTN CXCL12 CYFIP1 DIP2B DISC1 DNM2 DRAXIN DSCAM EIF4G2 FN1 GDI1 GOLGA4 GSK3B HDAC6 IFRD1 ISLR2 KIAA0319 L1CAM LIMK1 MACF1 MAG MAP1B MAP2 MAP3K13 MAPT MEGF8 MT3 NKX6-1 NRCAM NRP1 NTN1 OLFM1 PAFAH1B1 PLXNA3 PLXNA4 POU4F2 PTPRS RAB21 RNF6 RTN4 RTN4R RUFY3 RYK SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SHTN1 SIN3A SLIT1 SMURF1 SRF TNR TRIM46 TRPC5 TRPV2 TTL TWF2 VEGFA WNT3 WNT3A WNT5A ZFYVE27 GOBP_REGULATION_OF_AXON_GUIDANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_AXON_GUIDANCE ATOH7 FEZF2 MYCBP2 NOVA2 NRP1 POU4F2 PTPRO ROBO3 SLIT2 TBR1 TUBB2B VEGFA YTHDF1 GOBP_REGULATION_OF_BARBED_END_ACTIN_FILAMENT_CAPPING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_BARBED_END_ACTIN_FILAMENT_CAPPING CARMIL1 CARMIL2 CRACD MTPN WASHC2C GOBP_REGULATION_OF_BASEMENT_MEMBRANE_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_BASEMENT_MEMBRANE_ORGANIZATION CLASP1 CLASP2 DAG1 LAMA1 LAMA2 LAMB1 LAMB2 LAMC1 NID1 PHLDB1 PHLDB2 GOBP_REGULATION_OF_BEHAVIOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_BEHAVIOR ADORA1 ADORA2A ADRB1 AGRP AHI1 AIM2 APOE ARRDC3 BAIAP3 CCL3 CFAP20 CHRNB2 CNR1 CNTNAP4 CRH CSF2 DLG4 DRD2 EIF2AK4 EPHB2 FXR1 GHRH GHRL GHSR GNB3 GPR171 GRP GRPR HCRTR2 HDAC2 HOXA1 HTR1A HTR1B HTR1D HTR2B INS INSL5 KCNA2 LEPR MBD5 MC1R MC3R MC4R MDK MECP2 MEF2C MTNR1B MTOR NLGN1 NMU NPAS2 NPS NPSR1 NR1D1 NR4A3 OPRK1 OPRL1 PARP1 PENK PER3 PTGDS QRFP RAG1 RELN RETN RXFP4 SGIP1 SLC24A4 STAT3 STRA6 TACR3 TTC21B UCN VPS35 ZFHX3 GOBP_REGULATION_OF_BICELLULAR_TIGHT_JUNCTION_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_BICELLULAR_TIGHT_JUNCTION_ASSEMBLY CLDN1 CLDN3 CLDN5 EPHA2 F11R FZD5 GPBAR1 IKBKB IL17A MIR105-1 MIR142 MYO1C NPHP1 NPHP4 PRKACA PRKCH ROCK1 ROCK2 SNAI1 SNAI2 TJP1 TNF GOBP_REGULATION_OF_BILE_ACID_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_BILE_ACID_BIOSYNTHETIC_PROCESS CES1 CYP7A1 FGF19 FGFR4 MALRD1 MIR33A NR1D1 NR1H4 PROX1 SIRT1 STAR STARD4 GOBP_REGULATION_OF_BILE_ACID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_BILE_ACID_METABOLIC_PROCESS ABCB11 CES1 CYP7A1 FGF19 FGFR4 KIT MALRD1 MIR33A NR1D1 NR1H4 PANK2 PROX1 SIRT1 STAR STARD4 GOBP_REGULATION_OF_BILE_ACID_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_BILE_ACID_SECRETION ABCB11 CES1 MIR33A PRKAA1 SLC10A1 TNF GOBP_REGULATION_OF_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_BINDING ABL1 ACD ACTB ADAM15 ADD1 ADD2 ADIPOQ ADRB2 ADRB3 AKT1 AKTIP AMFR ANXA2 APOE APP ARHGAP28 ARHGEF7 ARRB2 ATP2A2 ATP2A3 AURKA AURKB B2M BAG2 BAMBI BAX BCL3 BDNF BLK BMP2 BMP4 BTAF1 BTBD1 CAMK1 CAPRIN2 CARD16 CARD18 CAV1 CCPG1 CDKN1A CDT1 CEBPG CFHR1 CFHR2 CFHR5 CLDN5 CLIC2 CLN5 CPNE1 CRK CRMP1 CSF3 CSNK1A1 CSNK1E CSNK2B CTNNBIP1 CYP2D6 DAB2 DACT1 DAZAP2 DDIT3 DDRGK1 DDX11 DERL1 DHX9 DISC1 DKK1 DNAJB2 DOT1L DPH3 DTX3L DVL1 E2F1 EDF1 EFHB EGF EIF3C EIF3D EIF3E EIF4G1 EP300 EPB41 EPHA4 ERCC4 FKBP1A FLOT1 FMR1 FOXC1 GAS8 GATA1 GATA3 GEMIN2 GMNN GNL3L GOLGA2 GPSM1 GREM2 GSK3B GTF2B GTF2F1 GTPBP4 GZMA H1-0 HABP4 HAND1 HAND2 HDAC4 HDAC5 HES1 HEY1 HEY2 HFE HIP1R HIPK2 HJURP HMBOX1 HMGA2 HMGB1 HMGB2 IDE IFI16 IFIT1 IFIT2 IFNG IGF1 IL10 ILRUN ITGA4 ITGB1BP1 JAK2 JUN KDM1A KDM4D LAMTOR5 LARP6 LDLRAP1 LEF1 LRP1 LRPAP1 LRRK2 MAD2L2 MAP2 MAPK8 MARK2 MARK3 MDFI MED25 MET MIR148A MIR27A MIR27B MITD1 MMP9 MSX2 NCBP1 NES NEUROD1 NFKBIA NGF NIBAN2 NMD3 NME1 NOG NRP1 NSD1 NUCKS1 NVL PARK7 PARP9 PAX6 PBXIP1 PCSK9 PDGFB PER2 PEX14 PEX19 PIN1 PINX1 PKD1 PLAUR PLK1 PLN PON1 POU4F1 POU4F2 PPARG PPP1CA PPP2CA PPP2CB PRKACA PRKCD PRKN PRMT7 PRMT8 PSEN1 PSME3IP1 PTPRF PYHIN1 RACK1 RALB RAN RAPGEF2 RARA RB1 RIPK2 RIPOR2 RNF220 ROCK1 RPL11 RSF1 SIRT2 SKI SLN SLPI SMAD2 SMO SNAPIN SORL1 SOX11 SP100 SPPL3 STING1 STK3 STK4 STMN1 STYX SUMO1 SUMO3 SUMO4 SYMPK TAF1 TCF7L2 TERT TFAP4 TFIP11 TGFB1 TIAM1 TLE5 TMBIM6 TMC8 TMSB4X TNKS TRAF6 TRIB3 TRIM21 TRIM6 TTBK1 TTBK2 TWIST1 TXN USP33 USP9X VTN WAPL WNT3A XIRP1 ZBTB7A ZC4H2 ZFPM1 ZNF593 ZNF618 ZNF675 GOBP_REGULATION_OF_BINDING_OF_SPERM_TO_ZONA_PELLUCIDA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_BINDING_OF_SPERM_TO_ZONA_PELLUCIDA ASTL OVGP1 PAEP ZP3 ZP4 GOBP_REGULATION_OF_BIOLOGICAL_PROCESS_INVOLVED_IN_SYMBIOTIC_INTERACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_BIOLOGICAL_PROCESS_INVOLVED_IN_SYMBIOTIC_INTERACTION APCS ARG1 BPIFA1 CAV1 CD4 CD74 CH25H CIITA CXCL6 CXCL8 EXOC2 EXOC7 F2RL1 FCN1 FCN3 FUCA2 FURIN GSN HLA-DRB1 HMGB1 HS3ST5 IFITM1 IFITM2 IFITM3 IFNA2 ITGAV KRT6A LGALS1 LGALS9 LRRC15 LTF LY6E MID2 MIR130A MIR141 MIR30C1 NECTIN2 P4HB PPARA PTX3 RFPL1 RFPL2 RFPL3 RFPL4A RFPL4AL1 SMPD1 SNX3 TMPRSS2 TMPRSS4 TRIM10 TRIM11 TRIM21 TRIM22 TRIM25 TRIM26 TRIM31 TRIM34 TRIM38 TRIM5 TRIM58 TRIM59 TRIM6 TRIM62 TRIM68 TRIM8 GOBP_REGULATION_OF_BIOMINERAL_TISSUE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_BIOMINERAL_TISSUE_DEVELOPMENT ACTN3 ACVR1 ACVR2A ACVR2B ADGRV1 ADRB2 AHSG ALOX5 AMELX AMTN ANKH ANO6 ASPN ATF4 ATP2B1 ATRAID BCOR BGLAP BMP2 BMP2K BMP4 BMP6 BMP7 BMPR1A BMPR1B BMPR2 CCL3 CCN1 CCR1 CEBPB CFTR COMP CYP27B1 DDR2 DMP1 ECM1 ENAM ENPP1 FAM20C FBN2 FBXO5 FGF23 FZD9 GAS6 GATA1 GPM6B GREM1 HEY1 HEY2 HIF1A IFITM5 ISG15 KL LTBP3 LTF MATN1 MEF2C MGP MIR208A MMP20 NBR1 NELL1 NOS3 NOTCH1 NOTUM ODAPH OSR1 OSR2 P2RX7 PHOSPHO1 PKDCC PTH PTK2B PTN RFLNA RFLNB ROCK1 ROCK2 RXRA RXRB S1PR1 SGMS2 SLC20A2 SLC4A2 SLC8A1 SMAD3 SOX9 SRGN STATH TENT5A TFAP2A TGFB1 TMEM119 TRPM4 TWIST1 TXLNG VDR WNT10B WNT4 WNT6 ZMPSTE24 GOBP_REGULATION_OF_BLOOD_BRAIN_BARRIER_PERMEABILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_BLOOD_BRAIN_BARRIER_PERMEABILITY ABCC8 ANGPT1 OCLN SH3GL2 TJP1 TJP2 TJP3 VEGFA ZEB2 GOBP_REGULATION_OF_BLOOD_CIRCULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_BLOOD_CIRCULATION ABCC9 ABL1 ACE ACE2 ADA ADCY10 ADD3 ADM ADM2 ADM5 ADORA1 ADORA3 ADRA1A ADRA1B ADRA1D ADRA2A ADRA2B ADRA2C ADRB1 AGER AGT AGTR1 AGTR2 AKAP9 ANK2 APELA APLN ARHGAP42 ASB3 ASIC2 ATP1A1 ATP1A2 ATP1A3 ATP1B1 ATP1B2 ATP2A1 ATP2A2 ATP2A3 ATP2B1 ATP2B2 ATP2B3 ATP2B4 AVP AVPR1A AVPR1B AVPR2 BDKRB2 BIN1 BMP10 BMPR2 BVES CACNA1C CACNA1D CACNA1G CACNA1H CACNA2D1 CACNB2 CALM1 CALM2 CALM3 CAMK2D CASQ2 CASR CAV1 CAV3 CD38 CELF2 CHGA CHRM2 CHRM3 CHRNA7 CLIC2 CORIN CSRP3 CTNNA3 CXADR CYP2J2 CYSLTR1 DBH DES DLG1 DMD DMPK DOCK4 DOCK5 DRD2 DSC2 DSG2 DSP ECE1 EDN1 EDN2 EDN3 EDNRA EDNRB EHD3 EPAS1 F2R FAAH FGA FGB FGF13 FGG FKBP1B FLNA FOXN4 FXYD1 GAA GATA4 GCH1 GHRL GJA1 GJA5 GJC1 GJC3 GJD3 GLP1R GLRX3 GPD1L GRK2 GSK3A GSTM2 GSTO1 HBEGF HCN4 HEY2 HOPX HRC HRH1 HRH2 HSP90AA1 HSPB7 HTR1A HTR2A IRX3 ISL1 JUP KCNA5 KCND2 KCND3 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNG2 KCNH2 KCNH6 KCNIP2 KCNJ12 KCNJ2 KCNJ3 KCNJ5 KCNJ8 KCNMB2 KCNMB4 KCNN2 KCNQ1 LEP MC3R MDM2 MEF2A MIR1-1 MIR133A1 MIR19A MIR200C MIR208A MIR21 MIR26A1 MIR30E MIR328 MIR448 MIR92A1 MMP2 MTNR1B MYH6 MYH7 MYL2 MYL3 MYL4 NKX2-5 NOS1 NOS1AP NOS3 NPPA NUP155 OXTR P2RX1 P2RX4 PDE4B PDE4D PDE5A PER2 PIK3CG PKP2 PLN POPDC2 PRKACA PTGS2 RANGRF RGS2 RGS4 RHOA RNF207 RNLS RYR2 S100A1 SCN10A SCN1B SCN2B SCN3B SCN4B SCN5A SHOX2 SLC1A1 SLC4A3 SLC8A1 SLC8A2 SLC8A3 SLC9A1 SMAD7 SMTNL1 SNTA1 SPTBN4 SPX SREBF1 SRI STC1 SUMO1 TACR1 TACR3 TBX18 TBX2 TBX5 TBXA2R TBXAS1 TGFB2 TH THRA THRB TMEM161B TMEM38A TMEM38B TMEM65 TMIGD3 TNF TNNI3 TNNI3K TNNT2 TPM1 TRDN TRPC1 TRPM4 TRPV1 UCN YWHAE ZC3H12A ZDHHC21 ZMPSTE24 GOBP_REGULATION_OF_BLOOD_PRESSURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_BLOOD_PRESSURE ABAT ABCC9 ACE ACE2 ACSM3 ACTA2 ACVRL1 ADAMTS16 ADH5 ADIPOQ ADM ADM2 ADM5 ADORA1 ADRA1A ADRA1B ADRA2B ADRB1 ADRB2 ADRB3 AGT AGTR1 AGTR2 AGTRAP APLN AR ARHGAP42 ASIC2 ATP1A1 ATP1A2 ATP2B1 ATP6AP2 AVP AVPR1A AVPR1B AVPR2 BBS4 BDKRB1 BMPR2 BRS3 CALCA CARTPT CHGA CHRNA7 CMA1 CNR1 COL1A2 CORIN CORO2B CPA3 CTSG CTSZ CYP11B1 CYP11B2 CYP4A11 CYP4F12 CYP4F2 DDAH1 DLL1 DRD2 DRD3 DRD5 ECE1 EDN1 EDN2 EDN3 EDNRA EDNRB EMILIN1 EMILIN2 EMP2 ENPEP ERAP1 ERAP2 EXT1 EXT2 F2R F2RL1 FFAR3 GAS6 GCGR GCH1 GJA5 GLP1R GNA11 GNA12 GNA13 GNB3 GPR37L1 GRIP2 GSK3A GUCY1A1 HBB HSD11B2 ID2 IER3 KCNJ8 KCNK6 KCNQ1 KL KLK1 LEP LNPEP LRP5 MC3R MECP2 MIR17 MIR199A1 MIR27B MKKS MYH6 NAV2 NCALD NDST2 NOS1 NOS2 NOS3 NOX1 NPPA NPPB NPR1 NPR2 NPR3 NPY NPY1R NR2F2 NTSR1 OPRL1 OR51E2 OXTR P2RX1 P2RX2 P2RX4 PCSK5 PDE4D PDGFB PLCB3 POMC POSTN PPARA PPARG PRCP PTAFR PTGS1 PTGS2 PTPRO QRFP RAMP2 RASL10B REN RENBP RHOA RNLS RPS6KA2 SCNN1A SCNN1B SCNN1D SCNN1G SCPEP1 SERPINF2 SGK1 SLC2A5 SLC4A5 SMAD3 SNX5 SOD1 SOD2 SPX STK39 SUCNR1 TAC3 TAC4 TACR1 TACR3 TBXA2R TNF TNNI3 TPM1 TRPV1 UCN UMOD UTS2 UTS2B UTS2R VEGFC WNK1 WNK4 GOBP_REGULATION_OF_BLOOD_VESSEL_ENDOTHELIAL_CELL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_BLOOD_VESSEL_ENDOTHELIAL_CELL_MIGRATION ABL1 ACVRL1 ADAM17 AGTR2 AKT1 AKT3 ANGPT1 ANGPT2 ANGPT4 ANXA1 APOE ATP2B4 ATP5F1A ATP5F1B CARD10 CD40 CIB1 CSNK2B DLL4 EFNA1 EPHA2 ETS1 FBXW7 FGF18 FGF2 FGFBP1 FGFR1 FOXC2 GADD45A GATA2 GDF2 HDAC5 HDAC7 HDAC9 HIF1A HMGB1 HMOX1 HRG HSPB1 ITGB1BP1 JCAD JUP KDR KLF4 MAP2K3 MAP2K5 MAP3K3 MAPK14 MECP2 MEF2C MEOX2 MIR101-1 MIR10A MIR10B MIR126 MIR129-1 MIR132 MIR133B MIR135B MIR137 MIR143 MIR146A MIR149 MIR150 MIR152 MIR15A MIR15B MIR16-1 MIR188 MIR193A MIR196A1 MIR199A1 MIR19B1 MIR200A MIR200B MIR200C MIR204 MIR205 MIR206 MIR20A MIR210 MIR212 MIR22 MIR221 MIR2355 MIR23A MIR24-1 MIR26A1 MIR27A MIR27B MIR296 MIR29C MIR30A MIR31 MIR320A MIR329-1 MIR342 MIR361 MIR410 MIR424 MIR483 MIR487B MIR492 MIR494 MIR495 MIR497 MIR499A MIR503 MIR505 MIR640 MIR885 MIR92A1 MIR939 MIRLET7F1 MMRN2 NF1 NFE2L2 NOS3 NOTCH1 NR2E1 NRP1 NUS1 P2RX4 PDCD10 PDGFB PDPK1 PIK3C2A PLCG1 PLG PLK2 PPARG PRCP PRKCA PRKD1 PRKD2 PTGS2 RGCC RHOA RHOJ SH3BP1 SIRT1 SP1 SPRED1 SRPX2 STARD13 STAT5A TBXA2R TGFB1 THBS1 TMSB4X TNF VASH1 VEGFA VEGFC GOBP_REGULATION_OF_BLOOD_VESSEL_REMODELING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_BLOOD_VESSEL_REMODELING BCR CEACAM1 CST3 FLT4 HRG MIR143 MIR17 MIR20A MIR27B MIR29B1 TGFB1 TMBIM1 GOBP_REGULATION_OF_BLOOD_VOLUME_BY_RENIN_ANGIOTENSIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_BLOOD_VOLUME_BY_RENIN_ANGIOTENSIN ACE ACE2 AGT AGTR1 AGTR2 REN RPS6KA2 TACR1 GOBP_REGULATION_OF_BMP_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_BMP_SIGNALING_PATHWAY ABL1 ACVRL1 BAMBI BMP4 BMPER CCN1 CDH5 CER1 CHRD CHRDL1 CHRDL2 CRB2 CRIM1 CTDSPL2 DAND5 DKK1 DLX1 ELAPOR2 ENG FBN1 FBXL15 FKBP8 FOXD1 FST FSTL1 FSTL3 FSTL4 FSTL5 FZD1 GATA4 GATA6 GDF2 GDF3 GDF5 GPC3 GPR155 GREM1 GREM2 HES1 HES5 HIPK2 HJV HOXA13 HTRA1 HTRA3 ILK ITGA3 KCNQ1OT1 KCP KDR LEMD3 LRP2 MICOS10-NBL1 MIR100 MIR106A MIR125B1 MIR140 MIR195 MIR20A MIR210 MIR214 MIR26A1 MIR302C MIR885 MIR93 MIR98 MSX1 MSX2 NBL1 NEO1 NOG NOTCH1 NOTCH2 NUMA1 PCSK6 PELO PPARG PPM1A PRMT1 RBPJ RBPMS2 RGMA RNF165 SCUBE3 SFRP1 SFRP2 SFRP4 SKI SKIL SKOR1 SKOR2 SMAD2 SMAD4 SMAD5-AS1 SMAD6 SMAD7 SMURF1 SMURF2 SORL1 SOST SOSTDC1 SOX11 SPART SULF1 TBX20 TFAP2B TMEM53 TMPRSS6 TNFAIP6 TOB1 TRIM33 TWSG1 UBE2D1 UBE2D3 UBE2O VWC2 VWC2L WNT1 WNT5A XIAP ZNF423 GOBP_REGULATION_OF_BODY_FLUID_LEVELS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_BODY_FLUID_LEVELS ACTB ACTG1 ACTN1 ADA ADAMTS13 ADAMTS18 ADCY6 ADM ADORA1 ADORA2A ADRA2A ADRA2B ADRA2C ADTRP AGR2 AK3 AKAP11 AKR1B1 ALOX12 ALOX12B ANO1 ANO6 ANXA2 ANXA5 ANXA8 AP3B1 APLN APLNR APOE APOH AQP1 AQP2 AQP3 AQP4 AQP5 AQP6 ATG5 ATP6V1B1 ATP7A ATP7B AVP AVPR2 AXL BLOC1S3 BLOC1S4 BLOC1S6 BPIFA1 BTC C1GALT1C1 C1QTNF1 C4BPB CAD CAV1 CCND1 CD36 CD40 CD40LG CD59 CD9 CDO1 CEACAM1 CEL CELA2A CELSR2 CFTR CHRM1 CHRM3 CLIC1 COL3A1 COMP COPA CORO2B CPB2 CREB1 CSN2 CSN3 CSRP1 CTNS CTSG CYBA CYP11B2 CYP4A11 CYP4F11 CYP4F12 CYP4F2 DCANP1 DDR1 DGKA DGKB DGKD DGKE DGKG DGKH DGKI DGKK DGKQ DGKZ DMTN DRD2 DTNBP1 EDN1 EDNRB EMILIN1 EMILIN2 EMP2 ENPP4 ENTPD1 ENTPD2 EPHB2 ERBB4 EXT1 EXT2 F10 F11 F11R F12 F13A1 F13B F2 F2R F2RL1 F2RL2 F2RL3 F3 F5 F7 F8 F9 FAP FBLN1 FCER1G FERMT3 FGA FGB FGF10 FGG FGL1 FIBP FLI1 FLNA FOSL2 FOXA2 FOXB1 FUNDC2 FZD6 GAS6 GATA1 GGCX GHRHR GJA5 GNA12 GNA13 GNAI2 GNAQ GNAS GP1BA GP1BB GP5 GP6 GP9 GPAT4 GPI GUCA1B HAS2 HBB HEG1 HGFAC HIF1A HK2 HNF4A HPS4 HPS5 HPS6 HPSE HRG HSD11B2 HSPB1 HTR4 HYAL2 IL6 IL6ST ILK INPP5K ITGA2 ITGB3 ITPK1 JAK2 JMJD1C KCNN4 KLKB1 KNG1 KRT1 LACRT LCK LMAN1 LNPK LYN MAPK14 MED1 MERTK METAP1 MFSD2B MLLT6 MMRN1 MPIG6B MT-CO2 MTCO2P12 MTX1 MUC2 MYH9 MYL12A MYL9 MYO5B NCOA1 NCOR2 NEURL1 NEUROG1 NFE2 NFE2L2 NLRP6 NME1 NOS3 NPPB NPR1 NPR3 NR1H2 NR1H3 OAS2 OPRK1 OPRL1 OXTR P2RX1 P2RY1 P2RY12 P2RY2 PABPC4 PAFAH2 PAPSS2 PDGFA PDGFB PDGFRA PDIA2 PDIA3 PDPN PDSS2 PEAR1 PF4 PIK3CA PIK3CB PIK3CG PLA2G4A PLAT PLAU PLAUR PLCG2 PLEK PLG PLSCR1 PPIA PPP3CA PRDX2 PRICKLE1 PRKACA PRKACB PRKACG PRKCA PRKCD PRKCE PRKCQ PRKG1 PRL PRLR PROC PROCR PROS1 PROZ PRSS56 PTPN6 PTPRO RAB27A RAP2B SAA1 SCNN1A SCNN1B SCNN1G SCT SCUBE1 SELP SERPINA1 SERPINA10 SERPINB2 SERPINC1 SERPIND1 SERPINE1 SERPINE2 SERPINF2 SERPING1 SH2B3 SHH SLC22A2 SLC29A1 SLC4A1 SLC4A5 SLC4A9 SLC6A3 SLC6A4 SLC7A11 SOCS2 SPINK1 SRC SRF ST3GAL4 STAT5A STAT5B STATH STK39 STXBP1 STXBP3 SYK TBXA2R TEC TFPI TFPI2 THBD THBS1 TIFAB TLN1 TLR4 TPH1 TRAF3IP2 TREML1 TRPV4 TRPV5 TSPAN18 TSPAN32 TSPAN8 TUBB1 TXK TYRO3 UBASH3B UMOD UMPS UPRT USF1 USF2 VAMP2 VAMP3 VAMP8 VAV1 VAV2 VAV3 VCL VDR VEGFA VIP VKORC1 VPS33B VTN VWF WAS WFS1 WNK1 WNK4 WNT3A XBP1 XDH ZBTB7B ZNF385A GOBP_REGULATION_OF_BONE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_BONE_DEVELOPMENT BGLAP GHRL GLI3 KAT2A KDR LOX RGN TAPT1 TMEM119 TNN GOBP_REGULATION_OF_BONE_MINERALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_BONE_MINERALIZATION ACTN3 ACVR1 ACVR2A ACVR2B ADGRV1 ADRB2 AHSG ALOX5 ANKH ANO6 ATP2B1 ATRAID BCOR BGLAP BMP2 BMP2K BMP4 BMP6 BMP7 BMPR1A BMPR1B BMPR2 CCL3 CCN1 CCR1 COMP CYP27B1 DDR2 ECM1 ENPP1 FAM20C FBN2 FGF23 FZD9 GATA1 GPM6B GREM1 HIF1A IFITM5 ISG15 KL LTBP3 LTF MATN1 MEF2C MGP MIR208A NBR1 NELL1 NOTUM OSR1 OSR2 P2RX7 PHOSPHO1 PKDCC PTH PTK2B PTN RFLNA RFLNB RXRA RXRB S1PR1 SGMS2 SLC20A2 SLC8A1 SMAD3 SOX9 SRGN STATH TENT5A TFAP2A TMEM119 TRPM4 TWIST1 TXLNG VDR WNT10B WNT4 ZMPSTE24 GOBP_REGULATION_OF_BONE_MINERALIZATION_INVOLVED_IN_BONE_MATURATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_BONE_MINERALIZATION_INVOLVED_IN_BONE_MATURATION ACTN3 BMP2 GREM1 LTF PTH RFLNA RFLNB GOBP_REGULATION_OF_BONE_REMODELING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_BONE_REMODELING ADAM8 BGLAP CALCA CARTPT CD38 CLDN18 CSF1R CSK DCSTAMP DEF8 FSHB GPR137 GPR137B GREM1 HAMP IAPP IL20RA IL6 INPP5D ITGB3 LEP LEPR LTBP3 MC4R MDK NF1 P2RX7 PDK4 PLEKHM1 PPARGC1B PRKCA S1PR1 SFRP1 SIGLEC15 SLC4A2 SPP1 SRC SUCO SYK SYT7 TF TFRC TMEM119 TMEM64 TNFAIP3 TNFRSF11A TNFRSF11B TNFSF11 UBASH3B GOBP_REGULATION_OF_BRANCHING_INVOLVED_IN_LUNG_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_BRANCHING_INVOLVED_IN_LUNG_MORPHOGENESIS BMP4 CTNNB1 SOX9 TNF WNT2 WNT2B GOBP_REGULATION_OF_BRANCHING_INVOLVED_IN_PROSTATE_GLAND_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_BRANCHING_INVOLVED_IN_PROSTATE_GLAND_MORPHOGENESIS BMP4 BMP7 ESR1 HOXD13 SFRP1 GOBP_REGULATION_OF_BRANCHING_INVOLVED_IN_SALIVARY_GLAND_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_BRANCHING_INVOLVED_IN_SALIVARY_GLAND_MORPHOGENESIS BTBD7 FGF10 FGF7 HGF NTN4 PDGFA SNAI2 TNF GOBP_REGULATION_OF_BRANCHING_INVOLVED_IN_URETERIC_BUD_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_BRANCHING_INVOLVED_IN_URETERIC_BUD_MORPHOGENESIS AGT AGTR2 BMP4 GDNF GREM1 HOXB7 LGR4 LHX1 MAGED1 NOG PAX2 PAX8 SIX1 SIX2 SIX4 SMO SOX8 SOX9 TACSTD2 VEGFA WNT2B GOBP_REGULATION_OF_BRANCHING_MORPHOGENESIS_OF_A_NERVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_BRANCHING_MORPHOGENESIS_OF_A_NERVE BCL11A LRRK2 MAP3K13 MECP2 RTN4 SHOX2 GOBP_REGULATION_OF_BROWN_FAT_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_BROWN_FAT_CELL_DIFFERENTIATION BMP7 DUSP10 FFAR4 FLCN FNDC5 FTO GATA2 HNRNPU INS LEP MAPK14 METRNL MIR128-1 NAPEPLD PIM1 PTGS2 RREB1 SIRT1 SIX1 SLC7A10 SOX13 TFE3 TRPV4 VSTM2A ZBTB7B GOBP_REGULATION_OF_B_CELL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_B_CELL_ACTIVATION ADA AHR AKIRIN2 APLF ATAD5 ATM BAD BANK1 BCL2 BCL6 BMI1 BST1 BTK CARD11 CASP3 CD19 CD22 CD27 CD28 CD300A CD320 CD38 CD40 CD74 CD81 CDKN1A CHRNB2 CLCF1 CR1 CTLA4 EPHB2 EXOSC3 EXOSC6 FCGR2B FCRL3 FOXJ1 FOXP3 GPR183 HMCES ID2 IKZF3 IL10 IL13 IL2 IL21 IL27RA IL2RG IL4 IL4I1 IL5 IL6 IL7 INHA INHBA INPP5D IRS2 KMT5B KMT5C LAPTM5 LYN MAD2L2 MEF2C MIF MIR17HG MIR185 MLH1 MMP14 MNDA MSH2 MZB1 NCKAP1L NDFIP1 NFAM1 NFATC2 NOD2 NSD2 PARP3 PAWR PAXIP1 PCID2 PELI1 PKN1 PMS2 PPP2R3C PRLR PTPN6 PTPRC RC3H1 RIF1 SAMSN1 SASH3 SFRP1 SH3KBP1 SHLD1 SHLD2 SHLD3 SLAMF8 SLC15A4 SLC39A10 SPI1 STAT5B STAT6 SUPT6H SYK TBC1D10C TBX21 TFRC TGFB1 THEMIS2 THOC1 TICAM1 TIRAP TLR4 TLR9 TNFAIP3 TNFRSF13B TNFRSF13C TNFRSF21 TNFRSF4 TNFSF13 TNFSF13B TNFSF4 TNIP2 TP53BP1 TYROBP VAV3 WNT3A XBP1 ZFP36L1 ZFP36L2 GOBP_REGULATION_OF_B_CELL_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_B_CELL_APOPTOTIC_PROCESS ADA AURKB BAX BCL10 BCL2 BCL6 BTK CD74 FNIP1 FOXP1 HSH2D IL10 IL2 IRS2 LYN MIF MIR17HG NOC2L ORMDL3 PDCD1 SLC39A10 GOBP_REGULATION_OF_B_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_B_CELL_DIFFERENTIATION BAD BCL6 BTK CARD11 CD27 CR1 FCRL3 ID2 IKZF3 IL10 IL2 IL2RG IL4I1 IL7 INHA INHBA INPP5D MIR17HG MMP14 NCKAP1L NFAM1 PCID2 PPP2R3C PTPN6 SFRP1 SLAMF8 SPI1 STAT5B SYK TLR9 XBP1 ZFP36L1 ZFP36L2 GOBP_REGULATION_OF_B_CELL_MEDIATED_IMMUNITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_B_CELL_MEDIATED_IMMUNITY APLF ATAD5 BCL6 BTK C17orf99 C3 C4BPA C4BPB CD226 CD28 CD40 CD46 CLCF1 CR1 CR1L CR2 EXOSC3 EXOSC6 FCER2 FCGR1A FCGR2B FOXJ1 FOXP3 HLA-E HMCES HPX IL10 IL2 IL27RA IL4 KMT5B KMT5C LTA MAD2L2 MLH1 MSH2 NDFIP1 NECTIN2 NOD2 NSD2 PARP3 PAXIP1 PMS2 PTPN6 PTPRC RIF1 SHLD1 SHLD2 SHLD3 SLC15A4 STAT6 SUPT6H SUSD4 SVEP1 TBX21 TFRC TGFB1 THOC1 TNF TNFSF13 TNFSF4 TP53BP1 TREM2 XCL1 GOBP_REGULATION_OF_B_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_B_CELL_PROLIFERATION ADA AHR ATAD5 ATM BCL2 BCL6 BMI1 BST1 BTK CARD11 CASP3 CD22 CD300A CD320 CD38 CD40 CD74 CD81 CDKN1A CHRNB2 CLCF1 CTLA4 EPHB2 FCGR2B FCRL3 GPR183 IKZF3 IL10 IL13 IL2 IL21 IL4 IL5 IL7 INPP5D IRS2 LYN MEF2C MIF MIR185 MNDA MZB1 NCKAP1L NFATC2 PAWR PELI1 PKN1 PRLR PTPRC RC3H1 SASH3 SLC39A10 TFRC TICAM1 TIRAP TLR4 TLR9 TNFRSF13B TNFRSF13C TNFRSF21 TNFRSF4 TNFSF13B TYROBP VAV3 WNT3A GOBP_REGULATION_OF_B_CELL_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_B_CELL_RECEPTOR_SIGNALING_PATHWAY CD19 CD22 CD300A CD81 CMTM3 FCGR2B FCRL3 FOXP1 GCSAM GCSAML GPS2 LPXN LYN MIR18A MIR19A MIR34A NFAM1 PLCL2 PRKCB PRKCH PTPN22 SLC39A10 STAP1 GOBP_REGULATION_OF_CALCIDIOL_1_MONOOXYGENASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CALCIDIOL_1_MONOOXYGENASE_ACTIVITY CYP27B1 GFI1 IFNG IL1B NFKB1 TNF VDR GOBP_REGULATION_OF_CALCINEURIN_MEDIATED_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CALCINEURIN_MEDIATED_SIGNALING ACTN3 AKAP5 AKAP6 ATP2B4 C10orf71 CAMTA1 CHERP CHP1 CHP2 CIB1 CLEC7A DYRK2 EFHB ERBB3 FHL2 GSK3B HOMER2 HOMER3 IGF1 LACRT LMCD1 MAPK7 MTOR MYOZ1 MYOZ2 NFAT5 PLCG2 PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PRNP PTBP1 RCAN1 SLC8A2 SLC9A1 SPPL3 STIMATE TBC1D10C TNF GOBP_REGULATION_OF_CALCIUM_ION_DEPENDENT_EXOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CALCIUM_ION_DEPENDENT_EXOCYTOSIS ADRA2A ATP2A2 BAIAP3 CBARP CDK5 CDK5R2 DOC2A DOC2B GNAI2 HYAL3 KCNB1 NOTCH1 RAB3A RAB3GAP1 RAP1B REST RPH3A RPH3AL SCAMP5 STX1A STXBP1 STXBP3 SYT1 SYT10 SYT11 SYT12 SYT13 SYT15 SYT17 SYT2 SYT3 SYT4 SYT5 SYT6 SYT7 SYT8 SYT9 TRPV6 ZP3 GOBP_REGULATION_OF_CALCIUM_ION_EXPORT_ACROSS_PLASMA_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CALCIUM_ION_EXPORT_ACROSS_PLASMA_MEMBRANE CALM1 CALM2 CALM3 MIR1-1 YWHAE GOBP_REGULATION_OF_CALCIUM_ION_IMPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CALCIUM_ION_IMPORT ACE ATP2C2 CASK CASR CAV3 CCL2 CCL3 CTNNB1 CXCL12 EGF EPPIN FCRL3 GCG HES1 HOMER1 LGALS3 MIR34A PDGFB PDGFRB PKD2 PLN PLPP4 SEMG1 SLC30A1 SLN SPHK2 SPINK1 STC1 TRIM27 TRPV2 TRPV3 UCN WNK3 GOBP_REGULATION_OF_CALCIUM_ION_IMPORT_ACROSS_PLASMA_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CALCIUM_ION_IMPORT_ACROSS_PLASMA_MEMBRANE AKAP5 CALCR FYN GRM6 MIR200C MIR208A MIR208B MS4A1 P2RX1 PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PRNP RAMP3 GOBP_REGULATION_OF_CALCIUM_ION_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CALCIUM_ION_TRANSMEMBRANE_TRANSPORT ABL1 ADCYAP1R1 ADRA2A AHNAK AKAP5 AKAP6 ANK2 APLNR ATG5 ATP1A2 ATP1B1 ATP2A1 BAK1 BAX BCL2 BDKRB1 BIN1 CABP1 CABP2 CABP4 CABP5 CACNA1C CACNA2D1 CACNB1 CACNB2 CACNB3 CACNB4 CACNG1 CACNG6 CALCR CALM1 CALM2 CALM3 CAMK2D CAPN3 CASQ1 CASQ2 CAV1 CAV3 CBARP CD19 CEMIP CHD7 CLIC2 CORO1A CRACR2A CRHR1 CX3CL1 CXCL10 CXCL11 CXCL9 CYBA DHRS7C DIAPH1 DMD DRD1 DRD2 DRD3 DRD4 EPO F2 F2R F2RL3 FKBP1A FKBP1B FKBP1C FMR1 FYN G6PD GJC2 GNB5 GPER1 GPR35 GRIN1 GRM6 GSTM2 GSTO1 HAP1 HPCA HRC HTT IL13 ITGB3 JPH1 JPH2 JPH3 JPH4 JSRP1 LACRT LHCGR LIME1 LYN METTL21C MIR1-1 MIR133A1 MIR200C MIR208A MIR208B MIR21 MIR328 MIR499A MIR93 MS4A1 NIPSNAP2 NOS1 NOS1AP NPPA NPSR1 NTSR1 P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX7 P2RY6 PDE4B PDE4D PDPK1 PIK3CG PKD2 PLA2G1B PLCG1 PLN PLP1 PML PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PRKACA PRKCE PRKD1 PRNP PSEN2 PTK2B PTPN6 RAMP3 REM1 RYR2 SELENON SESTD1 SLC8A1 SLC9A1 SLN SNCA SRI STAC STAC2 STAC3 STIM1 STIM2 STIMATE STRIT1 SUMO1 THY1 TLR9 TMBIM6 TMC1 TMC2 TMEM38A TMEM38B TRDN TRPC1 TRPC3 TSPAN13 UBASH3B UBQLN1 UBR3 VDAC1 VMP1 XCL1 YWHAE GOBP_REGULATION_OF_CALCIUM_ION_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CALCIUM_ION_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ADRA2A AHNAK AKAP6 ANK2 ATP1A2 ATP1B1 ATP2A1 CABP1 CABP2 CABP4 CABP5 CACNA2D1 CACNB1 CACNB2 CACNB3 CACNB4 CALM1 CALM2 CALM3 CAMK2D CASQ1 CASQ2 CAV3 CBARP CLIC2 CRACR2A CRHR1 DMD DRD2 DRD3 DRD4 FKBP1A FKBP1B FKBP1C FMR1 GNB5 GPR35 GSTM2 GSTO1 HAP1 HPCA HRC HTT JPH1 JPH2 JPH3 JPH4 JSRP1 MIR133A1 MIR200C MIR208A MIR208B MIR499A MIR93 NIPSNAP2 NOS1 NOS1AP NPPA P2RY6 PDE4B PDE4D PKD2 PLN PRKACA RYR2 SELENON SLC9A1 SLN SRI STAC STAC2 STAC3 STIM1 STIM2 STIMATE STRIT1 TLR9 TRDN UBQLN1 VMP1 YWHAE GOBP_REGULATION_OF_CALCIUM_ION_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CALCIUM_ION_TRANSPORT ABL1 ACE ADCYAP1R1 ADORA2A ADRA2A AHNAK AKAP5 AKAP6 ANK2 APLNR ATG5 ATP1A2 ATP1B1 ATP2A1 ATP2B1 ATP2C2 BAK1 BAX BCL2 BDKRB1 BEST1 BIN1 CABP1 CABP2 CABP4 CABP5 CACNA1C CACNA1D CACNA2D1 CACNB1 CACNB2 CACNB3 CACNB4 CACNG1 CACNG6 CALCR CALM1 CALM2 CALM3 CAMK2A CAMK2B CAMK2D CAMK2G CAPN3 CASK CASQ1 CASQ2 CASR CAV1 CAV3 CBARP CCL2 CCL3 CCL4 CCL5 CCR1 CD19 CD33 CD4 CD84 CEMIP CHD7 CLIC2 CORO1A CRACR2A CRACR2B CRHR1 CTNNB1 CX3CL1 CXCL10 CXCL11 CXCL12 CXCL9 CXCR4 CYBA DHRS7C DIAPH1 DMD DRD1 DRD2 DRD3 DRD4 EFHB EGF EPB41 EPO EPPIN F2 F2R F2RL3 FCRL3 FFAR1 FKBP1A FKBP1B FKBP1C FMR1 FYN G6PD GCG GJC2 GNAI2 GNB5 GPER1 GPR35 GRAMD2A GRIN1 GRIN3B GRM6 GSTM2 GSTO1 HAP1 HCRT HES1 HOMER1 HOMER2 HOMER3 HPCA HRC HTT IL13 IL16 INPP5K ITGB3 JPH1 JPH2 JPH3 JPH4 JSRP1 LACRT LGALS3 LHCGR LILRA2 LILRA5 LILRB1 LILRB2 LIME1 LYN MCHR1 METTL21C MIR1-1 MIR133A1 MIR200C MIR208A MIR208B MIR21 MIR328 MIR34A MIR424 MIR499A MIR93 MRLN MS4A1 MYLK NIPSNAP2 NOS1 NOS1AP NOS3 NPPA NPSR1 NTSR1 OPRD1 ORAI1 P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX7 P2RY6 PACSIN3 PDE4B PDE4D PDGFB PDGFRB PDPK1 PIK3CG PKD2 PLA2G1B PLCG1 PLN PLP1 PLPP4 PML PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PRKACA PRKCE PRKD1 PRNP PSEN2 PTGS2 PTK2B PTPN6 RAMP3 RCVRN REM1 RGS4 RYR2 SARAF SELENON SEMG1 SESTD1 SLC30A1 SLC8A1 SLC8B1 SLC9A1 SLN SNCA SPG11 SPHK2 SPINK1 SRI STAC STAC2 STAC3 STC1 STC2 STIM1 STIM2 STIMATE STRIT1 SUMO1 THY1 TLR9 TMBIM6 TMC1 TMC2 TMEM38A TMEM38B TRDN TRIM27 TRPC1 TRPC3 TRPC6 TRPV2 TRPV3 TSPAN13 TSPO UBASH3B UBQLN1 UBR3 UCN VDAC1 VMP1 WFS1 WNK3 XCL1 YWHAE GOBP_REGULATION_OF_CALCIUM_ION_TRANSPORT_INTO_CYTOSOL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CALCIUM_ION_TRANSPORT_INTO_CYTOSOL ADCYAP1R1 BAK1 BAX BCL2 CAV1 EPO GRIN1 LHCGR NOS1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX7 PLA2G1B PML TMBIM6 TRPC3 GOBP_REGULATION_OF_CALCIUM_MEDIATED_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CALCIUM_MEDIATED_SIGNALING ACTN3 ADA AKAP5 AKAP6 ATP2B4 BST1 C10orf71 CALM1 CALM2 CALM3 CAMTA1 CCL3 CCL4 CD22 CD3E CD4 CDH13 CHERP CHP1 CHP2 CIB1 CLEC7A CMKLR1 DYRK2 EFHB ERBB3 FHL2 GBP1 GPR143 GSK3B HINT1 HOMER2 HOMER3 HTT IGF1 ITPR1 JPT2 LACRT LHCGR LMCD1 LRRK2 MAPK7 MAPT MIR133A1 MTOR MYOZ1 MYOZ2 NEUROD2 NFAT5 P2RX2 P2RX3 P2RX4 P2RX5 PDGFRA PDGFRB PDK2 PLCG2 PLEK PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PRNP PTBP1 RCAN1 RGN RIT2 SELENOK SLA2 SLC24A4 SLC8A2 SLC9A1 SPPL3 STIMATE SYK TBC1D10C TMBIM4 TMEM100 TNF TRAT1 TREM2 ZAP70 GOBP_REGULATION_OF_CAMP_DEPENDENT_PROTEIN_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CAMP_DEPENDENT_PROTEIN_KINASE_ACTIVITY ADIPOQ ADRB2 ATP2B4 HTT MIR133A1 MST1 PKIA PKIB PKIG PRKAR1A PRKAR1B PRKAR2A PRKAR2B RAPGEF2 SIRT1 GOBP_REGULATION_OF_CAMP_MEDIATED_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CAMP_MEDIATED_SIGNALING ADCYAP1R1 APLNR CDC34 FFAR4 GIP GIPR GNAI1 GPR3 GPR61 GPR62 INSL3 LPAR1 MGRN1 OPRL1 OR51E2 PDE11A PDE2A PDE3A PDE3B PDE4D PEX5L POMC RAPGEF2 RASD2 RXFP2 SCT SCTR UBE2B UCN GOBP_REGULATION_OF_CANONICAL_WNT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CANONICAL_WNT_SIGNALING_PATHWAY ADGRA2 ADNP AMER1 AMER2 AMER3 AMFR ANKRD6 APC APC2 APOE ASPM ATP6AP2 AXIN1 AXIN2 BAMBI BICC1 BIRC8 BMAL1 BMP2 BTRC CAPRIN2 CAV1 CBY1 CCAR2 CCDC88C CCNY CCNYL1 CCNYL2 CCNYL3 CDH2 CDH3 CDK14 CHD8 COL1A1 CSNK1A1 CSNK1A1L CSNK1D CSNK1E CSNK1G1 CSNK1G2 CSNK1G3 CTDNEP1 CTHRC1 CTNNB1 CTNNBIP1 CTNND1 CTNND2 CYLD DAAM2 DAB2 DAB2IP DACT1 DACT3 DAPK3 DDIT3 DDX3X DKK1 DKK2 DKK3 DKK4 DKKL1 DLX5 DRAXIN EDA EGF EGFR EGR1 EMD FAM53B FERMT1 FGF10 FGF2 FGF9 FGFR2 FOLR1 FOXO1 FRAT1 FRMD8 FRMD8P1 FRZB FUZ FZD1 FZD6 FZD7 FZD9 G3BP1 GID8 GLI1 GLI3 GNAQ GPC3 GPC5 GPRC5B GREM1 GSK3A GSK3B GSKIP HDAC1 HECW1 HHEX IFT20 IGFBP1 IGFBP2 IGFBP4 IGFBP6 ILK INVS ISL1 JADE1 JRK JUP KANK1 KPNA1 KREMEN1 LATS1 LATS2 LGR4 LGR5 LGR6 LIMD1 LMBR1L LRP4 LRRK1 LRRK2 LYPD6 LZTS2 MAD2L2 MAPK14 MCC MDK MESP1 MIR1-1 MIR145 MIR199A1 MIR19B1 MIR26A1 MIR29B1 MIR29C MIR346 MIR498 MIR501 MIR665 MKS1 MLLT3 NFKB1 NHERF1 NKD1 NKD2 NKX2-5 NLE1 NOG NOTCH1 NOTUM NPHP3 NPHP4 NRARP OTUD5 OTULIN PFDN5 PIN1 PLEKHA4 PPM1A PPM1B PPM1N PPP1CA PRDM15 PRICKLE1 PRKN PSEN1 PTK7 PTPRO PTPRU RBMS3 RBPJ RBX1 RECK RNF14 RNF146 RNF220 RPS12 RSPO1 RSPO2 RSPO3 RUVBL1 RUVBL2 SCEL SCYL2 SDHAF2 SEMA5A SFRP1 SFRP2 SFRP4 SFRP5 SHH SHISA3 SHISA6 SIAH2 SMAD3 SMURF2 SNAI2 SOST SOSTDC1 SOX10 SOX13 SOX17 SOX2 SOX4 SOX7 SOX9 SRC STK11 STK3 STK4 SULF2 TBL1X TBL1XR1 TBX18 TCF7L2 TGFB1 TLE1 TLE2 TLE3 TLE4 TLE5 TLE6 TLE7 TMEM131L TMEM170B TMEM198 TMEM64 TMEM88 TMEM88B TMEM9 TNKS TNKS2 TNN TPBG TPBGL TRPM4 TTC21B UBAC2 UBE2B UBR5 USP34 USP47 USP8 VCP VPS35 WLS WNK1 WNK2 WNT10B WNT11 WNT3A WNT5A WWTR1 XIAP YAP1 ZBED3 ZEB2 ZNF703 ZNRF3 GOBP_REGULATION_OF_CARBOHYDRATE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CARBOHYDRATE_BIOSYNTHETIC_PROCESS ACADM ADCYAP1R1 ADIPOQ AKT1 AKT2 AP2A1 ARPP19 AVPR1B C1QTNF12 C1QTNF3 CD244 CLK2 CLTC CRY1 DDB1 DGKQ DYRK2 EGF ENPP1 EP300 EPM2AIP1 ERFE FBP1 FOXO1 GCG GCK GNMT GPER1 GPT GPT2 GSK3A GSK3B HAS2 HRH1 IGF1 IGF2 INPP5K INS INSR IRS1 IRS2 KAT2A KAT2B LEP LEPR LHCGR MAS1 MIR103A1 MIR107 MIR1271 MIR15B MIR195 MST1 NFKB1 NLN NNMT NR3C1 NTSR1 OGT P2RY1 P2RY6 PASK PDGFB PDK2 PGP PLEK PPARA PPARGC1A PPP1CA PPP1CB PPP1R3A PPP1R3B PPP1R3C PPP1R3D PPP1R3E PPP1R3F PPP1R3G PPP4R3B PRKACA PRKG1 PTAFR PTH PTH1R PTK2B PTPN2 RANBP2 SDHAF3 SELENOS SERPINA12 SESN2 SIK1 SIRT1 SIRT6 SIRT7 SLC35B4 SMPD3 SNCA SOGA1 SORBS1 STK11 TCF7L2 TGFB1 USP7 WDR5 ZNF692 GOBP_REGULATION_OF_CARBOHYDRATE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CARBOHYDRATE_CATABOLIC_PROCESS ACTN3 ADCY10 ALDOB APP ARL2 ARNT CBFA2T3 DDIT4 EIF6 EP300 FBP1 FLCN GAPDHS GCK GIT1 GPD1 GSK3A HDAC4 HIF1A HTR2A IER3 IFNG IGF1 INS INSR JMJD8 KAT2B MIR210 MLST8 MLXIPL MTOR NCOR1 NUPR1 OGT P2RX7 PFKFB1 PGAM1 PHKG2 PPARA PPP1CA PPP1CB PPP1R3B PPP1R3D PPP2CA PRKAA1 PRKAA2 PRKACA PRKAG1 PRKAG2 PRXL2C PSEN1 RPTOR SCARB2 SIRT6 SLC2A6 SLC4A1 SLC4A4 STAT3 TIGAR TP53 TREX1 ZBTB20 ZBTB7A GOBP_REGULATION_OF_CARBOHYDRATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CARBOHYDRATE_METABOLIC_PROCESS ACACB ACADM ACTN3 ADCY10 ADCYAP1R1 ADIPOQ ADIPOR1 AKT1 AKT2 ALDOB AP2A1 APP ARL2 ARNT ARPP19 AVPR1B BAD BCKDK C1QTNF1 C1QTNF12 C1QTNF3 CBFA2T3 CD244 CLK2 CLTC CRY1 DDB1 DDIT4 DGKQ DUSP12 DYRK2 EGF EIF6 ENPP1 EP300 EPM2AIP1 ERFE FBP1 FLCN FOXA2 FOXK1 FOXK2 FOXO1 GAPDHS GCG GCGR GCK GCKR GIT1 GNB3 GNMT GPD1 GPER1 GPLD1 GPT GPT2 GSK3A GSK3B HAS2 HDAC4 HIF1A HRH1 HTR2A IER3 IFNG IGF1 IGF2 IGFBP3 IGFBP4 INPP5K INS INSR IRS1 IRS2 JMJD8 KAT2A KAT2B KHK LCMT1 LEP LEPR LHCGR MAS1 MIDN MIR103A1 MIR107 MIR1271 MIR15B MIR195 MIR210 MLST8 MLXIPL MLYCD MST1 MTOR NCOA2 NCOR1 NFKB1 NLN NNMT NR3C1 NTSR1 NUPR1 OGT P2RX7 P2RY1 P2RY6 PASK PDGFB PDK1 PDK2 PDK3 PDK4 PFKFB1 PGAM1 PGP PHKG2 PHLDA2 PLEK PMAIP1 POMC PPARA PPARGC1A PPP1CA PPP1CB PPP1R3A PPP1R3B PPP1R3C PPP1R3D PPP1R3E PPP1R3F PPP1R3G PPP2CA PPP4R3B PRKAA1 PRKAA2 PRKACA PRKAG1 PRKAG2 PRKCE PRKG1 PRKN PRXL2C PSEN1 PTAFR PTH PTH1R PTK2B PTPN2 RANBP2 RGN RORA RORC RPTOR RUBCNL SCARB2 SDHAF3 SELENOS SERPINA12 SESN2 SIK1 SIRT1 SIRT6 SIRT7 SLC2A6 SLC35B4 SLC45A3 SLC4A1 SLC4A4 SMPD3 SNCA SOGA1 SORBS1 SRC STAT3 STK11 TCF7L2 TFF3 TGFB1 TIGAR TP53 TREX1 USP7 WDR5 ZBTB20 ZBTB7A ZMPSTE24 ZNF692 GOBP_REGULATION_OF_CARDIAC_CONDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CARDIAC_CONDUCTION ACE2 AGT ANK2 ATP2A1 ATP2A2 ATP2A3 ATP2B1 ATP2B2 ATP2B3 ATP2B4 CORIN EHD3 GJA5 GJD3 MIR1-1 MIR19A MIR208A NKX2-5 PRKACA RYR2 SLC8A1 SLC8A2 SLC8A3 TBX5 TMEM65 TNNI3K TRPC1 TRPM4 GOBP_REGULATION_OF_CARDIAC_EPITHELIAL_TO_MESENCHYMAL_TRANSITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CARDIAC_EPITHELIAL_TO_MESENCHYMAL_TRANSITION ACVR1 EMP2 ENG JAG1 NOG NOTCH1 TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TWIST1 GOBP_REGULATION_OF_CARDIAC_MUSCLE_ADAPTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CARDIAC_MUSCLE_ADAPTATION ATP2B4 BMP10 FOXO1 LMNA MIR17 MIR199A1 MIR208A MIR20A MIR214 MIR25 MIR34B MIR34C MLIP PPARG PPP3CA SMAD3 TRPC3 GOBP_REGULATION_OF_CARDIAC_MUSCLE_CELL_ACTION_POTENTIAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CARDIAC_MUSCLE_CELL_ACTION_POTENTIAL AKAP9 ANK2 ATP2A2 BIN1 CACNA1C CALM1 CALM3 CAMK2D CAV1 CAV3 CTNNA3 CXADR DLG1 DSC2 DSG2 DSP FGF13 GJA5 HCN4 JUP MIR208A NOS1AP PKP2 RANGRF RYR2 SLC4A3 TBX18 TMEM161B TRPM4 GOBP_REGULATION_OF_CARDIAC_MUSCLE_CELL_ACTION_POTENTIAL_INVOLVED_IN_REGULATION_OF_CONTRACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CARDIAC_MUSCLE_CELL_ACTION_POTENTIAL_INVOLVED_IN_REGULATION_OF_CONTRACTION AKAP9 ATP2A2 CAMK2D CAV1 CAV3 FGF13 HCN4 RANGRF GOBP_REGULATION_OF_CARDIAC_MUSCLE_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CARDIAC_MUSCLE_CELL_DIFFERENTIATION ARRB2 BMP2 BMP4 DKK1 DLL1 EFNB2 FRS2 FZD7 HDAC3 KAT2A MEF2C MIR1-1 MIR200B MIR204 MIR222 MIR499A MIR590 MYOCD SMAD4 SOX6 TGFB1 WNT3A GOBP_REGULATION_OF_CARDIAC_MUSCLE_CELL_MEMBRANE_POTENTIAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CARDIAC_MUSCLE_CELL_MEMBRANE_POTENTIAL ATP2A2 EHD3 FXYD1 PLN SLC8B1 SLC9A1 TRDN GOBP_REGULATION_OF_CARDIAC_MUSCLE_CELL_MEMBRANE_REPOLARIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CARDIAC_MUSCLE_CELL_MEMBRANE_REPOLARIZATION AKAP9 ANK2 CACNA1D CACNA2D1 CAV3 FLNA GJA5 KCNA5 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNH2 KCNH6 KCNQ1 MIR1-1 MIR133A1 MIR328 NOS1AP NPPA RNF207 SCN1B SCN4B SCN5A SNTA1 WDR1 ZMPSTE24 GOBP_REGULATION_OF_CARDIAC_MUSCLE_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CARDIAC_MUSCLE_CELL_PROLIFERATION BMP10 BMPR1A CDK1 CITED2 ERBB4 FGF2 FGF20 FGF9 FGFR2 GATA6 GLI1 HEY2 JARID2 KCNK2 MAPK11 MAPK14 MEF2C MIR1-1 MIR17HG MIR199A1 MIR199B MIR19B1 MIR200B MIR204 MIR222 MIR509-1 MIR548C MIR590 MIR873 NKX2-5 NOG NOTCH1 PIM1 RBP4 RBPJ RUNX1 SAV1 TBX2 TBX20 TBX5 TGFBR1 TGFBR3 TP73 VGLL4 WNT2 YAP1 ZFPM2 GOBP_REGULATION_OF_CARDIAC_MUSCLE_CONTRACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CARDIAC_MUSCLE_CONTRACTION ACE2 ADCY10 ADORA1 ADRA1A ADRA1B AKAP9 ANK2 ASB3 ATP1A2 ATP1B1 ATP2A1 ATP2A2 BIN1 BMP10 CACNA1C CALM1 CALM2 CALM3 CAMK2D CASQ2 CAV1 CAV3 CHGA CLIC2 CTNNA3 DLG1 DMD DSC2 DSG2 DSP EHD3 FGF13 FKBP1B GATA4 GJA5 GSTM2 GSTO1 HCN4 HRC HSP90AA1 JUP KCNJ2 KCNQ1 MIR1-1 MIR133A1 MIR200C MIR30E MIR448 NKX2-5 NOS1 NPPA P2RX4 PDE4B PDE4D PDE5A PIK3CG PKP2 PLN PRKACA RANGRF RGS2 RNF207 RYR2 SCN10A SCN5A SLC8A1 SLC9A1 SMAD7 SRI STC1 SUMO1 TMEM38A TMEM38B TNNI3 TNNI3K TRPM4 UCN ZC3H12A GOBP_REGULATION_OF_CARDIAC_MUSCLE_CONTRACTION_BY_CALCIUM_ION_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CARDIAC_MUSCLE_CONTRACTION_BY_CALCIUM_ION_SIGNALING ANK2 ATP1A2 ATP1B1 ATP2A2 CACNA1C CALM1 CALM2 CALM3 CAMK2D CASQ2 CLIC2 DMD FKBP1B GSTM2 GSTO1 HRC MIR1-1 MIR133A1 PLN PRKACA RYR2 SLC8A1 SLC9A1 TMEM38A TMEM38B TNNI3 GOBP_REGULATION_OF_CARDIAC_MUSCLE_CONTRACTION_BY_REGULATION_OF_THE_RELEASE_OF_SEQUESTERED_CALCIUM_ION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CARDIAC_MUSCLE_CONTRACTION_BY_REGULATION_OF_THE_RELEASE_OF_SEQUESTERED_CALCIUM_ION ANK2 ATP1A2 CACNA1C CALM1 CALM2 CALM3 CAMK2D CASQ2 CLIC2 DMD FKBP1B GSTM2 GSTO1 HRC MIR1-1 MIR133A1 PLN PRKACA RYR2 SLC8A1 TMEM38A TMEM38B GOBP_REGULATION_OF_CARDIAC_MUSCLE_TISSUE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CARDIAC_MUSCLE_TISSUE_DEVELOPMENT CREB1 ERBB3 FGF3 FGF8 JPH2 GOBP_REGULATION_OF_CARDIOBLAST_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CARDIOBLAST_DIFFERENTIATION DHX36 NKX2-5 PRICKLE1 TBX5 TGFB2 GOBP_REGULATION_OF_CARDIOCYTE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CARDIOCYTE_DIFFERENTIATION ARRB2 BMP2 BMP4 DHX36 DKK1 DLL1 EFNB2 EGFR FRS2 FZD7 GPER1 HDAC3 HEY2 KAT2A MEF2C MIR1-1 MIR133A1 MIR145 MIR200B MIR204 MIR222 MIR499A MIR590 MYOCD NKX2-5 PRICKLE1 SMAD4 SOX17 SOX6 TBX5 TGFB1 TGFB2 WNT3A GOBP_REGULATION_OF_CARTILAGE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CARTILAGE_DEVELOPMENT ACVRL1 ADAMTS12 ADAMTS7 AXIN2 BMP1 BMP10 BMP2 BMP4 BMP6 BMPR1B BMPR2 CCN1 CCN2 CCN4 CHADL CTNNB1 CTSK EFEMP1 FGF18 FRZB GDF2 GDF5 GDF6 GLG1 GLI3 GREM1 HOXA11 IHH KAT2A LEP LNPK LOXL2 LTBP3 MAF MBOAT2 MDK MIR21 MUSTN1 NKX3-2 NOG PKDCC PRKG2 PTH PTHLH PTPN11 RARA RARB RARG RFLNA RFLNB RUNX2 SCIN SCX SHOX2 SIX2 SMAD1 SMAD3 SMAD7 SMPD3 SNAI2 SOX5 SOX6 SOX9 TAPT1 TGFBR1 TRPS1 WNT11 WNT5A WNT9A ZBTB16 ZNF219 GOBP_REGULATION_OF_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CATABOLIC_PROCESS A1CF AADAC ABCA2 ABCB11 ABCD1 ABCD2 ABHD5 ABL1 ABL2 ACACB ACER2 ACTN3 ADAM8 ADAM9 ADCY10 ADGRB1 ADORA1 ADRA1A ADRA2A ADRB2 AGAP2 AGBL4 AGO1 AGO2 AGO3 AGO4 AGTPBP1 AIFM1 AKT1 AKT2 ALAD ALDOB ALK ALKBH5 AMBRA1 AMER1 ANGEL2 ANGPTL3 ANKIB1 ANXA2 APAF1 APC APC2 APEX1 APOA2 APOA4 APOA5 APOBEC1 APOC1 APOC2 APOC3 APOE APP AQP11 ARAF ARIH1 ARIH2 ARL2 ARNT ASB11 ASB5 ASB9 ATF6 ATG101 ATG12 ATG13 ATG14 ATG16L1 ATG2A ATG5 ATG7 ATM ATP13A2 ATP2B4 ATP6V0A1 ATP6V0A2 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1C2 ATP6V1D ATP6V1E1 ATP6V1E2 ATP6V1G1 ATP6V1G2 ATP6V1H ATRAID ATXN3 AURKA AXIN1 AXIN2 AZIN1 AZIN2 BAD BAG2 BAG3 BAG5 BAG6 BANP BARD1 BAX BBS7 BCAP31 BCL2 BECN1 BMF BNIP3 BNIP3L BOK BOLL BSCL2 BTG2 BTRC C4BPA C4BPB C9orf72 CACNG7 CALCOCO2 CALCR CAMKK2 CAMLG CAPN1 CAPNS1 CAPRIN1 CARHSP1 CASC3 CASP3 CAV1 CAV3 CBFA2T3 CBLB CCAR2 CCDC22 CCNY CD81 CDC20 CDC20B CDH1 CDK16 CDK2 CDK5 CDK5R1 CDK5RAP3 CDKN1B CEBPA CELF1 CENATAC CERS1 CHEK2 CHFR CHMP4B CHMP6 CIDEA CIDEC CIRBP CISD1 CISD2 CLEC16A CLN3 CLU CNOT1 CNOT10 CNOT11 CNOT2 CNOT3 CNOT4 CNOT6 CNOT6L CNOT7 CNOT8 CNOT9 CNR1 COMMD1 COP1 CPEB3 CPT1A CPTP CRTC3 CRYBA1 CSDC2 CSDE1 CSNK1A1 CSNK1D CSNK1E CSNK2A1 CSNK2A2 CST3 CTSA CTTN CUL3 CUL4A CUL4B CYP51A1 DAB2 DAB2IP DACT1 DAGLB DAP DAPK1 DAPK2 DAPK3 DAPL1 DAZ1 DAZ2 DAZ3 DAZ4 DAZL DCAF1 DCAF12 DCN DCP1A DCP1B DCP2 DCPS DDA1 DDB1 DDIT3 DDIT4 DDRGK1 DDX49 DEDD DEPDC5 DEPP1 DEPTOR DESI1 DET1 DFFA DFFB DHRSX DHX34 DHX36 DHX9 DIS3 DIS3L2 DISC1 DKC1 DNAAF4 DNAJB2 DND1 DNM1L DNM3OS DRAM1 DRAM2 DTL DTX3L DVL1 DXO E2F1 ECSCR EEF1A1 EEF1A2 EGF EGFR EGLN1 EGLN2 EHMT2 EIF3H EIF4A3 EIF4E EIF4ENIF1 EIF4G1 EIF4G2 EIF4G3 EIF6 ELAPOR1 ELAVL1 ELAVL4 ELOB ENDOG ENPP7 EP300 EPM2A ERCC4 ERFE ERN1 ETFBKMT EXOC1 EXOC4 EXOC7 EXOC8 EXOSC2 EXOSC3 EXOSC5 EXOSC7 EXOSC8 EXOSC9 EZR F8A1 F8A2 F8A3 FABP1 FAF1 FAM83D FAP FASTK FASTKD1 FASTKD2 FASTKD3 FASTKD5 FBP1 FBXL2 FBXL20 FBXL5 FBXO2 FBXO22 FBXO7 FBXW7 FBXW8 FEZ1 FEZ2 FGF21 FHIT FKBP8 FLCN FLNA FMC1 FMN2 FMR1 FOXF2 FOXK1 FOXK2 FOXO1 FOXO3 FTO FURIN FUS FXR1 FXR2 FYCO1 FYN FZD5 FZR1 GABARAP GABARAPL2 GAPDH GAPDHS GAS5 GATA4 GBA1 GCK GCLC GDNF GFAP GGA1 GGA3 GIGYF2 GIPC1 GIT1 GLMN GNA12 GNAI3 GOLGA2 GPC3 GPD1 GPLD1 GPR137 GPR137B GPSM1 GPX1 GRIN2A GRIN2C GRSF1 GSK3A GSK3B GTPBP1 HAMP HAX1 HCAR1 HCAR2 HDAC4 HDAC6 HECTD1 HERC1 HERPUD1 HFE HGF HGS HIF1A HIPK2 HMGB1 HMGCR HMOX1 HNRNPA0 HNRNPAB HNRNPC HNRNPD HNRNPR HNRNPU HP HPGD HSF1 HSP90AA1 HSP90AB1 HSPA1A HSPA1B HSPB1 HSPB8 HSPBP1 HTR2A HTRA2 HTT IDE IDH1 IER3 IFI16 IFNB1 IFNG IGF1 IGF2BP1 IGF2BP2 IGF2BP3 IKBKE IKBKG IL10 IL10RA IL1B IL33 IL4 IL6 INS INSR IRAK3 IREB2 IRGM IRS1 IRS2 ITCH ITGB1 ITPR1 JMJD8 KAT2B KAT5 KAT8 KCNE2 KCNQ1OT1 KDM4A KDR KEAP1 KHSRP KIF25 KLHL17 KLHL22 KLHL40 L3MBTL3 LACRT LAMP3 LAPTM4B LAPTM5 LARP1 LARP1B LARP4B LATS1 LDLR LEP LEPR LIN28B LONP2 LPCAT1 LRIG2 LRP1 LRP2 LRPPRC LRRK2 LRSAM1 LSM1 LZTS1 MAD2L1 MAD2L2 MAGEA3 MAGEA6 MAGEF1 MAGOH MAGOHB MAP1A MAP3K7 MAPK14 MAPK15 MAPK3 MAPK8 MAPK9 MAPKAPK2 MAPT MARCHF2 MARCHF7 MCL1 MDM2 MDM4 MEFV MEIOC MET METTL1 METTL14 METTL16 METTL3 MEX3D MFSD2A MFSD8 MGAT3 MID2 MIR1-1 MIR100 MIR103B1 MIR106A MIR125A MIR125B1 MIR128-1 MIR130A MIR133A1 MIR135B MIR137 MIR140 MIR145 MIR146A MIR149 MIR151A MIR181A2 MIR181B1 MIR185 MIR18A MIR190B MIR191 MIR192 MIR195 MIR199A1 MIR206 MIR20A MIR21 MIR210 MIR212 MIR214 MIR223 MIR23A MIR24-1 MIR26B MIR27A MIR302A MIR302C MIR30B MIR326 MIR342 MIR373 MIR423 MIR4286 MIR485 MIR486-1 MIR491 MIR497 MIR517A MIR517C MIR520C MIR543 MIR562 MIR564 MIR608 MIR625 MIR655 MIR663A MIR665 MIR885 MIR9-1 MIR93 MIR96 MIR98 MIRLET7A1 MIRLET7B MIRLET7E MLH1 MLST8 MLXIPL MLYCD MOAP1 MOV10 MSN MT3 MTCL1 MTDH MTLN MTM1 MTMR2 MTMR3 MTMR4 MTMR8 MTMR9 MTOR MYCBP2 MYD88 MYLIP N4BP1 NAF1 NANOS1 NANOS2 NANOS3 NBAS NCOR1 NDFIP1 NDUFA13 NEAT1 NEDD4 NEDD4L NELL1 NFE2L2 NKD1 NKD2 NLRP6 NMNAT1 NNT NOCT NOD1 NOD2 NOP53 NOS2 NPC1 NPM1 NPRL2 NPRL3 NQO1 NRBP2 NRDC NRDE2 NSF NSUN2 NT5C3B NUB1 NUDT15 NUPR1 OAZ1 OAZ2 OAZ3 ODC1 OGT OPHN1 OPTN ORMDL3 OSBPL7 P2RX7 PABIR1 PABPC1 PABPC4 PABPN1L PACSIN3 PAFAH1B2 PAIP1 PAN2 PAN3 PANO1 PARK7 PARL PARN PATL1 PATL2 PBK PCBP4 PCID2 PCSK9 PDCL3 PDE12 PDE3B PFKFB1 PGAM1 PHAX PHB1 PHF20L1 PHF23 PHKG2 PIAS1 PIK3C2A PIK3C3 PIK3CA PIK3CB PIK3CG PIK3R2 PIK3R4 PIM2 PIN1 PINK1 PIP4K2A PIP4K2B PIP4K2C PITHD1 PKD1 PKP1 PKP3 PLEKHF1 PLEKHN1 PLIN5 PLK1 PLK2 PLK3 PML PNLDC1 PNPLA2 PNPT1 POLDIP2 POLR2G PPARA PPP1CA PPP1CB PPP1R3B PPP1R3D PPP2CA PRICKLE1 PRKAA1 PRKAA2 PRKACA PRKAG1 PRKAG2 PRKCA PRKCD PRKCE PRKCG PRKD1 PRKN PRMT6 PRR5L PRXL2C PSAP PSEN1 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD14 PSMD2 PSMD3 PSME1 PSME2 PSME3 PSME3IP1 PSMF1 PTEN PTK2 PTK2B PTPN1 PTPN22 PTPN3 PUM1 PUM2 PYCARD PYHIN1 QRICH2 QSOX1 RAB26 RAB39B RAB3GAP1 RAB3GAP2 RAB7A RAB8A RACK1 RAD23A RAD23B RALB RARRES2 RASIP1 RB1CC1 RBM10 RBM24 RBM46 RBM47 RBM8A RBX1 RC3H1 RC3H2 RCHY1 RDX RELA RFPL1 RFPL2 RFPL3 RFPL4A RFPL4AL1 RGMA RGN RGP1 RHBDD3 RHBDF1 RHEB RIC1 RIDA RILP RIPK2 RMC1 RNASEL RNF128 RNF139 RNF14 RNF144A RNF144B RNF152 RNF180 RNF185 RNF19A RNF19B RNF217 RNF31 RNF41 RNF5 RNFT1 RNFT2 ROCK1 ROCK2 RPL11 RPL23 RPL5 RPS7 RPTOR RRAGA RRAGB RRAGC RRAGD RUBCN RUFY4 RYBP SAMD4A SAMD4B SCARB1 SCARB2 SCFD1 SCGB1A1 SCOC SCT SEC22B SECISBP2 SERBP1 SERPINB12 SERPINE2 SESN1 SESN2 SESN3 SETD2 SF3B3 SGSM3 SGTA SH3BP4 SH3D19 SH3GLB1 SH3RF1 SH3RF2 SH3RF3 SHH SIRT1 SIRT2 SIRT6 SLC11A1 SLC25A4 SLC25A5 SLC2A6 SLC35D3 SLC4A1 SLC4A4 SLC7A5 SLIRP SMAD3 SMAD4 SMAD7 SMARCC1 SMCR8 SMURF1 SNCA SNF8 SNRNP70 SNX12 SNX18 SNX3 SNX30 SNX32 SNX33 SNX4 SNX5 SNX6 SNX7 SNX9 SOCS4 SOCS5 SOGA1 SOGA3 SORL1 SOX17 SOX9 SPTLC1 SPTLC2 SQSTM1 SREBF1 SREBF2 ST20 STAT3 STING1 STK11 STK38L STUB1 STX5 STYX SUFU SUMO1 SUMO2 SUPT5H SUPV3L1 SVIP SYNCRIP TAB2 TAB3 TAF1 TAF15 TAF9 TARDBP TBC1D14 TBC1D25 TBK1 TBRG4 TECPR1 TENT2 TENT4A TENT4B TENT5A TENT5B TENT5C TENT5D TFEB TGFB1I1 THRA THRAP3 TICAM1 TIGAR TIMP1 TIMP2 TIMP3 TIMP4 TIPARP TIRAP TLK2 TLR9 TMEM132A TMEM168 TMEM259 TMEM39A TMEM59 TMEM9 TMF1 TMTC3 TNF TNFAIP3 TNFRSF1B TNFSF12 TNKS1BP1 TNRC6A TNRC6B TNRC6C TOB1 TOM1 TP53 TP53INP1 TPCN1 TPCN2 TRAF2 TRAF3IP2 TRAF5 TRAF7 TRDMT1 TREM2 TREX1 TRIB1 TRIB2 TRIB3 TRIM13 TRIM21 TRIM22 TRIM23 TRIM27 TRIM32 TRIM34 TRIM38 TRIM39 TRIM40 TRIM5 TRIM58 TRIM6 TRIM65 TRIM67 TRIM68 TRIM71 TRIM8 TSC1 TSC2 TSPO TTC36 TTC5 TUT4 TUT7 TWIST1 TYSND1 UBB UBE2K UBE3A UBQLN1 UBQLN2 UBQLN3 UBQLN4 UBR3 UBXN1 UBXN2A UCHL1 UCHL5 UFL1 ULK1 ULK2 ULK3 UPF1 UPF3A USP10 USP13 USP14 USP19 USP20 USP25 USP26 USP30 USP33 USP36 USP38 USP5 USP7 USP8 USP9X UVRAG VCP VDAC1 VGLL4 VHL VIM VIP VPS11 VPS13C VPS13D VPS26A VPS26B VPS28 VPS29 VPS35 VSIR WAC WASHC1 WDR24 WDR41 WDR45 WDR6 WDR91 WFS1 WIPI1 WNK1 WNT1 WNT10B WNT5A XIST XPO1 YBX1 YBX3 YTHDF1 YTHDF2 YTHDF3 ZAR1 ZBTB20 ZBTB7A ZC3H12A ZC3H12D ZC3H14 ZC3H18 ZC3HAV1 ZCCHC17 ZDHHC2 ZDHHC7 ZER1 ZFAND2A ZFP36 ZFP36L1 ZFP36L2 ZKSCAN3 ZMPSTE24 ZNF418 ZSWIM8 ZYG11B GOBP_REGULATION_OF_CATALYTIC_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CATALYTIC_ACTIVITY A2ML1 ABCE1 ABI1 ABL1 ABL2 ABR ACD ACE ACER2 ACP4 ACR ACTB ACVR1C ADAM17 ADAM8 ADAM9 ADAP1 ADAP2 ADAR ADARB1 ADCY8 ADCYAP1 ADGRV1 ADIPOQ ADORA2B ADORA3 ADRA1A ADRA2A ADRA2B ADRA2C ADRB1 ADRB2 ADRB3 AGAP1 AGAP11 AGAP2 AGAP3 AGAP4 AGAP5 AGAP6 AGAP7P AGAP9 AGER AGRN AGT AGTR1 AGTR2 AHSG AIDA AIFM1 AIM2 AKAP5 AKT1 AKT1S1 ALK ALS2 ALS2CL AMBRA1 ANG ANGPT1 ANGPTL3 ANGPTL4 ANKLE2 ANKRD54 ANP32B ANTKMT ANXA1 ANXA8 ANXA8L1 AOC3 APAF1 APBA3 APC APC2 APCS APH1A APH1B APOA1 APOA2 APOA4 APOA5 APOC1 APOC2 APOC3 APOE APOH APP AQP1 ARAP1 ARF4 ARFGEF1 ARHGAP11A ARHGAP11B ARHGAP12 ARHGAP15 ARHGAP22 ARHGAP24 ARHGAP25 ARHGAP27 ARHGAP29 ARHGAP42 ARHGAP44 ARHGAP45 ARHGAP6 ARHGAP9 ARHGEF10 ARHGEF15 ARHGEF16 ARHGEF19 ARHGEF26 ARHGEF5 ARHGEF7 ARL1 ARL2 ARL6IP1 ARL6IP5 ARRDC3 ARRDC4 ASAP3 ASPH ATG14 ATM ATP13A2 ATP2A3 ATP2B4 ATP5IF1 ATP7A ATPSCKMT AURKB AVP AVPR1A AVPR1B AVPR2 AXIN1 AXIN2 AXL AZIN2 AZU1 B3GAT3 BAD BAG2 BAG5 BAK1 BANF1 BAX BBC3 BCAP31 BCAR3 BCAS3 BCCIP BCL10 BCL2L10 BCL2L12 BCL2L13 BCR BICD1 BID BIN1 BIRC2 BIRC3 BLID BLM BMI1 BMP2 BOD1 BOK BORA BTRC BVES C1orf112 C5AR1 C9orf72 CAAP1 CAB39 CACNA1C CACNA1D CACUL1 CALCA CALCR CALM1 CALM2 CALM3 CAMK1 CAMK2A CAMK2N1 CAMK2N2 CAMKK1 CAMKK2 CAND1 CAP1 CAP2 CAPN1 CAPN3 CARD10 CARD14 CARD16 CARD18 CARD8 CARD9 CARTPT CASC2 CASP1 CASP10 CASP2 CASP8 CASP8AP2 CASP9 CASS4 CAST CAV1 CAV2 CAV3 CBL CBLB CBLC CCAR2 CCDC125 CCDC88A CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL3 CCL3L1 CCL3L3 CCL4 CCL5 CCL7 CCL8 CCN1 CCNA1 CCNA2 CCNB1 CCNB2 CCNB3 CCND1 CCND2 CCND3 CCNE1 CCNE2 CCNF CCNG1 CCNG2 CCNH CCNI CCNI2 CCNJ CCNJL CCNK CCNO CCNP CCNT1 CCNT2 CCNY CCNYL1 CCNYL2 CCNYL3 CCPG1 CCR2 CCR7 CCT2 CCT4 CD19 CD200 CD24 CD300A CD33 CD4 CD40 CD44 CD74 CD86 CDC14B CDC20 CDC25A CDC25C CDC37 CDC6 CDH3 CDK12 CDK5R1 CDK5R2 CDK5RAP1 CDK5RAP3 CDK7 CDKL5 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CDKN2D CDKN3 CEACAM1 CEBPA CEMIP CENPE CEP43 CEP85 CERS1 CHI3L1 CHMP6 CHN1 CHN2 CHP1 CHP2 CHRNA3 CHRNA7 CHTF18 CHTF8 CHTOP CIB1 CIDEB CLDN3 CLDN4 CLEC7A CLN3 CLSPN CLU COA8 COL4A3 COPS8 CORO1C COX17 CPEB2 CR1 CRADD CRB2 CRHR1 CRK CRY2 CSF1 CSF1R CSN2 CSNK2A1 CST1 CST2 CST3 CST4 CST5 CST7 CSTA CSTB CTNNB1 CTSD CTSH CTSK CTSL CTSS CTSV CX3CL1 CXCL13 CYCS CYFIP2 CYP27B1 DAB2IP DAOA DAP DAPK1 DAXX DBI DBNDD1 DBNDD2 DDR1 DDR2 DDRGK1 DDX11 DDX3X DEFB114 DELE1 DEPTOR DFFA DGKZ DHCR24 DHFR DHFRP1 DHX9 DIABLO DIPK2A DIRAS1 DIRAS2 DIRAS3 DKC1 DKK1 DLC1 DLG3 DLG4 DNAJA1 DNAJB6 DOCK10 DOCK11 DOCK6 DOCK7 DOCK8 DOCK9 DOK7 DPEP1 DRD1 DRD2 DRD3 DRD4 DRD5 DSCC1 DSTYK DTNBP1 DTX3L DUSP1 DUSP10 DUSP12 DUSP16 DUSP19 DUSP22 DUSP3 DUSP7 DVL1 DVL2 DVL3 DYNAP ECM1 ECSIT ECT2 EDN1 EDN2 EDN3 EDNRA EDNRB EEF1A1 EEF1A2 EFNA1 EFNA3 EFNA5 EGF EGFR EGLN1 EGLN3 EGR1 EIF2AK3 EIF4A2 ELANE EMP2 ENSG00000290147 EPGN EPHA1 EPHA2 EPHA3 EPHA4 EPHA5 EPHA7 EPHA8 EPHB2 EPHB3 EPHB4 EPPIN ERBB2 ERBB3 ERBB4 ERCC4 ERCC5 EREG ERN1 ERP29 ERRFI1 ESR1 ETAA1 ETFBKMT EVI5 EVI5L EZH2 F2 F2R F2RL1 F3 FABP1 FADD FAM162A FAS FASLG FBXO5 FBXW7 FCER2 FCGR1A FCRL3 FDX1 FDX2 FEM1A FEM1B FERMT2 FETUB FGD1 FGD2 FGD3 FGD4 FGD5 FGD6 FGF1 FGF16 FGF18 FGF2 FGF23 FGFR1 FGFR2 FGFR3 FGFR4 FGR FICD FIS1 FKBP1A FKBP1B FLT1 FLT3 FLT4 FNIP1 FNTA FOXA2 FOXJ1 FOXL2 FSHR FTMT FURIN FXN FYN FZD10 FZR1 GABBR2 GADD45A GALR1 GAPDH GARNL3 GAS6 GBA1 GBA3 GCH1 GCHFR GCKR GCLM GDNF GFI1 GH1 GHR GIPR GLA GLP1R GMIP GNA12 GNA13 GNA15 GNAI2 GNAI3 GNAQ GNAT1 GNB5 GPER1 GPIHBP1 GPLD1 GPR137B GPR55 GPR65 GPRC5A GPRC5B GPSM1 GPX1 GRAMD4 GREM1 GRHL2 GRIN1 GRIN2A GRIN2B GRM2 GRM3 GRM5 GRN GRTP1 GSK3A GSK3B GSKIP GSN GSTP1 GTF2H1 GTF2H2 GTPBP4 GUCA1A GUCA1B GZMA H19 HDAC1 HDAC6 HDAC9 HEG1 HERC5 HEXIM1 HEXIM2 HGF HGS HHEX HIF1A HIP1 HIP1R HIPK3 HLA-DRB1 HMBOX1 HMGA2 HMGB1 HMGB2 HNRNPA2B1 HNRNPD HNRNPU HP HPF1 HRAS HRG HSP90AA1 HSP90AB1 HSP90B1 HSPA1A HSPB1 HSPD1 HSPE1 HTR2A HTR2B HTRA2 HTT HYAL2 IFI16 IFI6 IFIT1 IFNG IFT57 IGBP1 IGF1 IGF1R IGF2 IKBKB IL12B IL18 IL1A IL1B IL23A IL23R IL34 IL4 IL6R INCA1 INPP5K INS INSR INSRR IPO5 IPO7 IQGAP1 IRAK1 IRAK3 IRGM IRS1 IRS2 ISCU ITGA1 ITGA6 ITGAM ITGB1 ITGB1BP1 ITGB2 ITGB3 ITK JAK2 JMJD8 JTB KAT2B KDR KHDC1 KHDC1L KIF14 KIT KLF4 KLRC4-KLRK1 KLRK1 KNG1 KSR1 LAMP3 LAMTOR5 LAPTM5 LARS1 LAT LATS1 LATS2 LAX1 LCK LCP2 LDB1 LDB2 LEP LGALS3 LGALS9 LGMN LGR4 LGR5 LHCGR LILRA5 LILRB4 LIMK1 LIMS1 LMO4 LPAR1 LPAR2 LRCH1 LRP1 LRP5 LRP6 LRP8 LRRK2 LTB4R2 LTF LTK LYN MACROH2A1 MAD2L1 MAD2L2 MAGEA2 MAGEA2B MAGEA3 MAGEC2 MAGI2 MALT1 MAP2K1 MAP2K2 MAP2K3 MAP2K5 MAP2K7 MAP3K10 MAP3K11 MAP3K12 MAP3K13 MAP3K4 MAP3K5 MAP3K7 MAP4K2 MAP4K4 MAPK1 MAPK12 MAPK14 MAPK15 MAPK3 MAPK7 MAPK8 MAPK8IP1 MAPKAPK5 MAPRE2 MAPRE3 MAPT MARCHF6-DT MARK2 MASTL MBP MEF2C MEFV MEN1 MERTK MET MGAT5 MID1IP1 MIDN MIR103A1 MIR125B1 MIR127 MIR130B MIR132 MIR133A1 MIR138-1 MIR143 MIR152 MIR15A MIR16-1 MIR17 MIR182 MIR195 MIR199A1 MIR19B1 MIR205 MIR20A MIR21 MIR210 MIR212 MIR218-1 MIR219A1 MIR223 MIR24-1 MIR26A1 MIR26B MIR27A MIR27B MIR29B1 MIR29C MIR339 MIR34A MIR378A MIR590 MIR675 MIR711 MIR892B MIR92A1 MIRLET7B MMD MMD2 MMP9 MMUT MNAT1 MRE11 MRNIP MSH2 MSH3 MSH6 MST1 MST1R MT3 MTCH1 MTCP1 MTMR9 MTOR MTRR MTSS2 MUL1 MUSK MVP MYC MYCNOS MYOCD NAB2 NABP2 NAF1 NAIP NBN NCF1 NCKAP1L NCSTN NDEL1 NDUFA13 NDUFA4 NEDD9 NEIL1 NEK10 NEK2 NEK7 NES NET1 NF1 NFKB1 NGEF NGFR NHEJ1 NHERF1 NKX3-1 NLRC4 NLRC5 NLRP1 NLRP12 NLRP2 NLRP3 NMUR1 NOD1 NOD2 NODAL NOL3 NOS1 NOS1AP NOS2 NOS3 NOSIP NOTCH1 NOX4 NPM1 NPPA NPR3 NPRL2 NR1H2 NR1H3 NR2F2 NRDC NRG1 NTF3 NTRK1 NTRK2 NTRK3 NUAK1 NUS1 NVL OAS1 OAS2 OAS3 OASL ODAM ORAI1 OSBPL8 OXA1L P2RY11 P2RY12 P2RY6 PABPN1 PAK1 PAK2 PALM PAQR3 PARK7 PARM1 PARN PARP1 PARP3 PARP4 PARP9 PAX2 PBXIP1 PCID2 PCNA PDCD10 PDCD2 PDCD4 PDCD5 PDCD6 PDE3A PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PDPK1 PERP PHACTR4 PHB1 PHB2 PHPT1 PIBF1 PICALM PIDD1 PIF1 PIFO PIH1D1 PIK3CB PIK3CG PIK3IP1 PIK3R1 PIK3R2 PIK3R3 PIK3R5 PIK3R6 PILRB PIN1 PINK1 PINX1 PIP5K1A PKD1 PKD2 PKIA PKIB PKIG PKMYT1 PKP4 PLA2G1B PLA2G5 PLA2R1 PLAA PLAAT4 PLAUR PLCB2 PLCE1 PLEK PLIN5 PLK1 PLN PLSCR1 PLXNA1 PLXNA2 PLXNA3 PLXNA4 PLXNB1 PLXNB2 PLXNB3 PLXNC1 PLXND1 PMAIP1 PNKP PNLIP POLG2 POR POT1 PPARG PPEF2 PPIA PPM1E PPM1F PPP1R12A PPP1R14D PPP1R15A PPP1R15B PPP1R17 PPP1R1B PPP1R2 PPP1R2B PPP1R2C PPP1R2P1 PPP1R3F PPP2CA PPP2R5A PPP4R4 PPP6R1 PPP6R2 PPP6R3 PRDX3 PRELID1 PREX1 PREX2 PRIM2 PRKAG1 PRKAG2 PRKAG3 PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCD PRKCQ PRKD1 PRKG1 PRKN PRKRIP1 PRLR PRNP PROM2 PROX1 PRR7 PRRC1 PRSS22 PRTN3 PSAP PSEN1 PSEN2 PSENEN PSMA3 PSMB8 PSMB9 PSMD10 PSME1 PSME2 PSME3 PSRC1 PTEN PTGES3 PTH PTK2 PTK2B PTK6 PTPA PTPN1 PTPN22 PTPRB PTPRC PTPRJ PTPRO PTPRQ PTPRT PTX3 PUM3 PYCARD PYDC1 QARS1 RAB11FIP2 RAB3GAP1 RAB3GAP2 RABGAP1 RACK1 RAD50 RAF1 RALB RALBP1 RALGAPA1 RALGAPA2 RALGAPB RALGDS RALGPS1 RALGPS2 RANGAP1 RAP1A RAP1GAP RAP1GAP2 RAP1GDS1 RAP2B RAP2C RAPGEF1 RAPGEF2 RAPGEF3 RAPGEF4 RAPGEF5 RAPGEF6 RAPGEFL1 RASA4 RASGEF1A RASGEF1B RASGEF1C RASGRF1 RASGRF2 RASGRP1 RASGRP2 RASGRP3 RASGRP4 RASIP1 RASSF2 RB1 RBL1 RBL2 RCC2 RCN3 RD3 RDX RECK RELN REST RET RFC2 RFC3 RFC4 RFC5 RFFL RFK RFPL1 RGCC RGL1 RGL3 RGL4 RGP1 RGS1 RGS10 RGS11 RGS14 RGS16 RGS2 RGS6 RGS7 RGS8 RGS9 RHOA RHOC RHOG RIC1 RIPK2 RIPK3 RIPOR2 RLN2 RNF34 ROBO1 ROCK1 ROCK2 ROR1 ROR2 ROS1 RPL11 RPL23 RPL5 RPS2 RPS27L RPS3 RPS6KA1 RPS6KA3 RPS7 RPTOR RRP1B RSU1 RTN4R RTRAF RUBCN RXFP1 RXFP2 RYK S100A1 S100A10 S100A12 S100A8 S100A9 S1PR4 SASH1 SCARB1 SCARB2 SCRIB SELE SEMA4D SEMG1 SEMG2 SENP1 SERINC1 SERINC5 SERPINA1 SERPINA10 SERPINA11 SERPINA12 SERPINA2 SERPINA3 SERPINA4 SERPINA5 SERPINA6 SERPINA7 SERPINA9 SERPINB1 SERPINB10 SERPINB11 SERPINB12 SERPINB13 SERPINB2 SERPINB3 SERPINB4 SERPINB5 SERPINB6 SERPINB7 SERPINB8 SERPINB9 SERPIND1 SERPINE1 SERPINE2 SERPINE3 SERPINF1 SERPINF2 SERPING1 SERPINH1 SERPINI1 SERPINI2 SERTAD1 SETMAR SFN SFRP1 SGK1 SGSM1 SGSM2 SGSM3 SH3BP1 SH3BP4 SH3BP5 SH3BP5L SH3RF1 SIAH2 SIPA1 SIPA1L1 SIPA1L2 SIPA1L3 SIRT1 SIRT3 SIRT4 SKP1 SLAMF8 SLC11A1 SLC22A2 SLC27A4 SLC39A14 SLC5A3 SLC8A1 SLC8A2 SLC8A3 SLN SMAD3 SMAD7 SMCR8 SMG6 SMG8 SMPD1 SNCA SNF8 SNX13 SNX18 SNX6 SNX9 SOCS4 SOCS5 SOD1 SORL1 SORT1 SOS1 SOS2 SOX2 SOX7 SPDYA SPHK2 SPINDOC SPINK2 SPINK5 SPOCK1 SPOCK2 SPOCK3 SPRED1 SPRY1 SPRY2 SPRY3 SPRY4 SPTSSB SRC SRCIN1 SRGAP2 SSBP1 ST18 ST20 STAT3 STIM1 STK11 STK38 STMN1 STMN3 STOX1 STRADA STRADB STX4 STYXL1 SVBP SYAP1 SYDE1 SYDE2 SYK SZT2 TAB1 TAB2 TAF7 TANK TAOK2 TAOK3 TARBP2 TAX1BP3 TBC1D1 TBC1D10A TBC1D10B TBC1D10C TBC1D12 TBC1D13 TBC1D14 TBC1D15 TBC1D16 TBC1D17 TBC1D2 TBC1D20 TBC1D21 TBC1D22A TBC1D22B TBC1D25 TBC1D26 TBC1D2B TBC1D3 TBC1D30 TBC1D3B TBC1D3C TBC1D3D TBC1D3E TBC1D3F TBC1D3G TBC1D3H TBC1D3I TBC1D3K TBC1D3L TBC1D4 TBC1D5 TBC1D7 TBC1D8 TBC1D8B TBC1D9 TBC1D9B TBCK TCIM TCL1A TCL1B TCP1 TDGF1 TEK TELO2 TENM1 TERF1 TERF2 TERT TESK1 TFAP4 TFIP11 TGFB1 TGFB2 TGFBR2 TGM2 THBS1 THY1 TIAM1 TIAM2 TIE1 TIGAR TIMP1 TIMP2 TIMP3 TIMP4 TINF2 TIPRL TIRAP TLR3 TLR4 TLR6 TMBIM1 TMBIM6 TMED2 TMIGD3 TMSB4X TNF TNFRSF10A TNFRSF10B TNFRSF11A TNFSF10 TNFSF11 TNFSF15 TNKS TOM1L1 TOPORS TP53 TPD52L1 TPX2 TRAF2 TRAF4 TRAF6 TREM2 TRIAP1 TRIB1 TRIB2 TRIB3 TRIM27 TSC1 TSC2 TSG101 TSHR TSPYL2 TTBK1 TTN TXK TXN TYRO3 UACA UBASH3B UBE2C UBE2I UBE2L3 UBE2S UBXN1 UCHL1 UHRF1 UNC119 URI1 USP17L2 USP44 USP47 USP50 USP6NL UVRAG VAV1 VAV2 VAV3 VCP VDR VEGFA VPS25 VSIR VTN WARS1 WASHC1 WDR41 WDR81 WDR91 WNK1 WNT11 WNT5A WRAP53 WRN WWTR1 XCL1 XCL2 XDH XIAP XRCC1 XRCC4 XRCC5 XRCC6 YWHAB YWHAG ZC3H15 ZFP36 ZFP91 ZFYVE28 ZGPAT ZNF16 ZNF622 ZNF675 GOBP_REGULATION_OF_CATECHOLAMINE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CATECHOLAMINE_METABOLIC_PROCESS ABAT ALDH2 CHRNB2 DRD1 DRD4 GPR37 HPRT1 HTR1A ITGAM ITGB2 MAOB NR4A2 PARK7 PDE1B PNKD PRKN SLC6A3 TACR3 VHL VPS35 GOBP_REGULATION_OF_CATECHOLAMINE_UPTAKE_INVOLVED_IN_SYNAPTIC_TRANSMISSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CATECHOLAMINE_UPTAKE_INVOLVED_IN_SYNAPTIC_TRANSMISSION DRD1 DRD2 DRD3 DRD4 GDNF RAB3B SNCA TOR1A GOBP_REGULATION_OF_CATION_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CATION_CHANNEL_ACTIVITY ACTN2 AHNAK AKAP6 ALG10B ANK2 ANK3 ANTKMT ATPSCKMT CABP1 CABP2 CABP4 CABP5 CACNA2D1 CACNB1 CACNB2 CACNB3 CACNB4 CALM1 CALM2 CALM3 CAMK2D CASQ1 CASQ2 CAV1 CBARP CLIC2 CRACR2A CRHR1 CTSS DLG1 DMD DRD2 DRD3 DRD4 EDN1 EDNRA EPO FGF11 FGF12 FGF13 FGF14 FKBP1A FKBP1B FKBP1C FMR1 GAL GALR2 GNB5 GPR35 GRP GSTM2 GSTO1 HAP1 HOMER1 HPCA HRC HTT ITGB1 JPH1 JPH2 JPH3 JPH4 JSRP1 KCNAB1 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNG1 KCNIP2 KCNRG KCNS1 KCNS2 LRRC26 LRRC38 LRRC52 LRRC55 MIR1-1 MIR103A1 MIR133A1 MIR153-1 MIR192 MIR200C MIR208A MIR208B MIR212 MIR24-1 MIR26A1 MIR29B1 MIR30D MIR448 MIR499A MIR93 MMP9 NETO1 NIPSNAP2 NOS1 NOS1AP NPPA P2RY6 PDE4B PDE4D PIRT PKD2 PRKACA RNF207 SCN1B SELENON SLMAP SRI STAC STAC2 STAC3 STIM1 STIM2 STIMATE SUMO1 TMSB4X TRDN TREM2 UBQLN1 VAMP2 GOBP_REGULATION_OF_CAVEOLIN_MEDIATED_ENDOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CAVEOLIN_MEDIATED_ENDOCYTOSIS CAV3 CLN3 NEDD4L PROM2 SRC UNC119 GOBP_REGULATION_OF_CD40_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CD40_SIGNALING_PATHWAY FANCA FANCD2 SHARPIN SLAMF1 TNFAIP3 TREM2 GOBP_REGULATION_OF_CD4_POSITIVE_ALPHA_BETA_T_CELL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CD4_POSITIVE_ALPHA_BETA_T_CELL_ACTIVATION AGER ANXA1 ARG2 ASCL2 BATF BCL6 CARD11 CBFB CBLB CCL19 CD160 CD274 CD28 CD3E CD55 CD80 CD81 CD83 CD86 FOXP3 GATA3 HLA-DRA HLA-DRB1 HLA-DRB3 HLX HMGB1 IFNG IL12B IL12RB1 IL18 IL2 IL23A IL23R IL27 IL2RA IL2RG IL4 IL4R IRF4 ITCH JAK3 JUNB KLHL25 LGALS9 LGALS9B LGALS9C LOXL3 MALT1 MIR21 NCKAP1L NDFIP1 NFKBID NFKBIZ NLRP3 PRKCQ PRKCZ RARA RC3H1 RC3H2 RIPK2 RUNX1 RUNX3 SASH3 SH3RF1 SHB SMAD7 SOCS1 SOCS5 TARM1 TBX21 TGFBR2 TNFSF18 TNFSF4 TWSG1 VSIR XCL1 ZBTB7B ZC3H12A GOBP_REGULATION_OF_CD4_POSITIVE_ALPHA_BETA_T_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CD4_POSITIVE_ALPHA_BETA_T_CELL_DIFFERENTIATION ANXA1 ASCL2 BATF BCL6 CBFB CCL19 CD80 CD83 CD86 FOXP3 GATA3 HLA-DRA HLA-DRB1 HLX HMGB1 IFNG IL12B IL12RB1 IL18 IL2 IL23A IL23R IL27 IL2RG IL4 IL4R IRF4 JAK3 JUNB KLHL25 LGALS9 LOXL3 MALT1 MIR21 NCKAP1L NFKBID NFKBIZ NLRP3 PRKCZ RARA RC3H1 RC3H2 RIPK2 RUNX1 RUNX3 SASH3 SH3RF1 SHB SMAD7 SOCS1 SOCS5 TBX21 TNFSF18 TNFSF4 ZBTB7B ZC3H12A GOBP_REGULATION_OF_CD4_POSITIVE_CD25_POSITIVE_ALPHA_BETA_REGULATORY_T_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CD4_POSITIVE_CD25_POSITIVE_ALPHA_BETA_REGULATORY_T_CELL_DIFFERENTIATION FOXP3 HLA-DRA HLA-DRB1 IFNG IL2RG KLHL25 LGALS9 GOBP_REGULATION_OF_CD8_POSITIVE_ALPHA_BETA_T_CELL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CD8_POSITIVE_ALPHA_BETA_T_CELL_ACTIVATION CBFB CD274 CRTAM DAPL1 HFE HLA-A HLA-E IRF1 LILRB1 LILRB4 MAPK8IP1 NCKAP1L PTPN22 RUNX1 RUNX3 SH3RF1 SLC4A2 SOCS1 VSIR XCL1 ZBTB7B GOBP_REGULATION_OF_CD8_POSITIVE_ALPHA_BETA_T_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CD8_POSITIVE_ALPHA_BETA_T_CELL_DIFFERENTIATION CBFB LILRB4 NCKAP1L RUNX1 RUNX3 SLC4A2 SOCS1 ZBTB7B GOBP_REGULATION_OF_CDC42_PROTEIN_SIGNAL_TRANSDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CDC42_PROTEIN_SIGNAL_TRANSDUCTION ABCA1 ABL1 APOA1 APOC3 APOE NRP1 RALBP1 RIT2 GOBP_REGULATION_OF_CELLULAR_AMINO_ACID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CELLULAR_AMINO_ACID_METABOLIC_PROCESS ACMSD ATCAY ATP2B4 BCKDK BHMT CLN3 INS MIR21 NR1H4 PARK7 SIRT4 SLC7A11 SLC7A7 GOBP_REGULATION_OF_CELLULAR_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CELLULAR_CATABOLIC_PROCESS A1CF AADAC ABCA2 ABCB11 ABCD1 ABCD2 ABHD5 ABL1 ABL2 ACACB ACER2 ADAM8 ADAM9 ADCY10 ADRA1A ADRA2A ADRB2 AGO1 AGO2 AGO3 AGO4 AIFM1 AKT1 AKT2 ALKBH5 AMBRA1 ANGEL2 ANXA2 APAF1 APEX1 APOA4 APOA5 APOBEC1 APOC1 APOC2 APOC3 APOE APP ARNT ATF6 ATG101 ATG12 ATG13 ATG14 ATG16L1 ATG2A ATG5 ATM ATP13A2 ATP2B4 ATP6V0A1 ATP6V0A2 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1C2 ATP6V1D ATP6V1E1 ATP6V1E2 ATP6V1G1 ATP6V1G2 ATP6V1H AXIN2 BAD BAG3 BAX BCL2 BECN1 BMF BNIP3 BNIP3L BOK BOLL BTG2 C9orf72 CACNG7 CALCOCO2 CALCR CAMKK2 CAPN1 CAPNS1 CAPRIN1 CARHSP1 CASC3 CASP3 CCNY CDK16 CDK5 CDK5R1 CELF1 CERS1 CHMP4B CIDEA CIRBP CISD1 CISD2 CLEC16A CLN3 CNOT1 CNOT10 CNOT11 CNOT2 CNOT3 CNOT4 CNOT6 CNOT6L CNOT7 CNOT8 CNOT9 CNR1 CPEB3 CPT1A CPTP CRYBA1 CSDC2 CSDE1 CSNK2A2 CTSA CTTN DAGLB DAP DAPK1 DAPK2 DAPK3 DAPL1 DAZ1 DAZ2 DAZ3 DAZ4 DAZL DCAF12 DCN DCP1A DCP1B DCP2 DCPS DDIT3 DDX49 DEPDC5 DEPP1 DEPTOR DFFA DFFB DHRSX DHX34 DHX36 DHX9 DIS3 DIS3L2 DKC1 DND1 DNM1L DNM3OS DRAM1 DRAM2 DTX3L DXO E2F1 EEF1A1 EEF1A2 EHMT2 EIF4A3 EIF4E EIF4ENIF1 EIF4G1 EIF4G2 EIF4G3 ELAPOR1 ELAVL1 ELAVL4 ENDOG ENPP7 EP300 EPM2A ERCC4 ERFE ERN1 ETFBKMT EXOC1 EXOC4 EXOC7 EXOC8 EXOSC2 EXOSC3 EXOSC5 EXOSC7 EXOSC8 EXOSC9 FABP1 FASTK FASTKD1 FASTKD2 FASTKD3 FASTKD5 FBXL2 FBXO7 FBXW7 FEZ1 FEZ2 FGF21 FKBP8 FLCN FMR1 FOXK1 FOXK2 FOXO1 FOXO3 FTO FURIN FUS FXR1 FXR2 FYCO1 FZD5 GAPDH GAPDHS GAS5 GATA4 GBA1 GDNF GFAP GIGYF2 GNAI3 GOLGA2 GPD1 GPLD1 GPR137 GPR137B GPSM1 GRSF1 GSK3A GSK3B GTPBP1 HAX1 HDAC6 HERC1 HGF HIF1A HMGB1 HMOX1 HNRNPA0 HNRNPAB HNRNPC HNRNPD HNRNPR HNRNPU HP HSF1 HSPB1 HSPB8 HTR2A HTRA2 HTT IDH1 IFI16 IFNB1 IFNG IGF1 IGF2BP1 IGF2BP2 IGF2BP3 IKBKE IKBKG IL10 IL10RA IL1B IL4 IL6 INS INSR IREB2 IRGM IRS1 IRS2 ITCH ITPR1 KAT2B KAT5 KAT8 KCNQ1OT1 KDM4A KDR KEAP1 KHSRP KIF25 KLHL22 LACRT LAMP3 LAPTM5 LARP1 LARP1B LARP4B LDLR LEP LEPR LIN28B LONP2 LRIG2 LRPPRC LRRK2 LRSAM1 LSM1 LZTS1 MAGEA3 MAGEA6 MAGOH MAGOHB MAP3K7 MAPK14 MAPK15 MAPK3 MAPK8 MAPKAPK2 MAPT MCL1 MEFV MEIOC MET METTL1 METTL14 METTL16 METTL3 MEX3D MFSD2A MFSD8 MID2 MIR1-1 MIR100 MIR103B1 MIR106A MIR125A MIR125B1 MIR128-1 MIR130A MIR133A1 MIR135B MIR137 MIR140 MIR145 MIR146A MIR149 MIR151A MIR181A2 MIR185 MIR18A MIR190B MIR191 MIR192 MIR195 MIR199A1 MIR206 MIR20A MIR21 MIR210 MIR212 MIR214 MIR223 MIR23A MIR24-1 MIR26B MIR27A MIR302A MIR302C MIR30B MIR326 MIR342 MIR373 MIR423 MIR4286 MIR485 MIR486-1 MIR491 MIR497 MIR517A MIR517C MIR520C MIR543 MIR562 MIR564 MIR608 MIR625 MIR655 MIR663A MIR665 MIR885 MIR9-1 MIR93 MIR96 MIR98 MIRLET7A1 MIRLET7B MIRLET7E MLH1 MLST8 MLXIPL MLYCD MOAP1 MOV10 MT3 MTCL1 MTDH MTLN MTM1 MTMR2 MTMR3 MTMR4 MTMR8 MTMR9 MTOR MYD88 MYLIP NAF1 NANOS1 NANOS2 NANOS3 NBAS NEAT1 NEDD4 NLRP6 NMNAT1 NNT NOCT NOD1 NOD2 NPC1 NPM1 NPRL2 NPRL3 NRBP2 NRDC NRDE2 NSUN2 NT5C3B NUPR1 OPTN ORMDL3 OSBPL7 P2RX7 PABPC1 PABPC4 PABPN1L PACSIN3 PAFAH1B2 PAIP1 PAN2 PAN3 PARK7 PARL PARN PATL1 PATL2 PCBP4 PCID2 PCSK9 PDE12 PHAX PHF23 PHKG2 PIK3C2A PIK3C3 PIK3CA PIK3CB PIK3CG PIK3R2 PIK3R4 PIM2 PINK1 PIP4K2A PIP4K2B PIP4K2C PKP1 PKP3 PLEKHF1 PLEKHN1 PLIN5 PLK2 PLK3 PNLDC1 PNPLA2 PNPT1 POLDIP2 POLR2G PPARA PRKAA1 PRKAA2 PRKACA PRKCA PRKCD PRKD1 PRKN PRR5L PRXL2C PSAP PSEN1 PTPN1 PTPN22 PTPN3 PUM1 PUM2 PYCARD QSOX1 RAB39B RAB3GAP1 RAB3GAP2 RAB8A RALB RASIP1 RB1CC1 RBM10 RBM24 RBM46 RBM47 RBM8A RC3H1 RC3H2 RFPL1 RFPL2 RFPL3 RFPL4A RFPL4AL1 RGMA RGN RHEB RIDA RIPK2 RMC1 RNASEL RNF152 RNF31 RNF41 RNF5 ROCK1 ROCK2 RPTOR RRAGA RRAGB RRAGC RRAGD RUBCN RUFY4 SAMD4A SAMD4B SCARB1 SCFD1 SCGB1A1 SCOC SEC22B SECISBP2 SERBP1 SESN1 SESN2 SESN3 SETD2 SH3BP4 SH3D19 SH3GLB1 SIRT1 SIRT2 SLC11A1 SLC25A4 SLC25A5 SLC35D3 SLC4A4 SLC7A5 SLIRP SMCR8 SNCA SNRNP70 SNX18 SNX30 SNX32 SNX33 SNX4 SNX5 SNX6 SNX7 SNX9 SOGA1 SOGA3 SORL1 SPTLC1 SPTLC2 SQSTM1 SREBF1 SREBF2 ST20 STAT3 STING1 STK11 STK38L SUPT5H SUPV3L1 SVIP SYNCRIP TAB2 TAB3 TAF15 TARDBP TBC1D14 TBC1D25 TBK1 TBRG4 TECPR1 TENT2 TENT4A TENT4B TENT5A TENT5B TENT5C TENT5D TFEB THRAP3 TICAM1 TIGAR TIMP1 TIMP2 TIMP3 TIMP4 TIRAP TLK2 TLR9 TMEM39A TMEM59 TNF TNFRSF1B TNKS1BP1 TNRC6A TNRC6B TNRC6C TOB1 TOM1 TP53 TP53INP1 TPCN1 TPCN2 TRAF2 TRAF3IP2 TRAF5 TRDMT1 TREM2 TRIB3 TRIM13 TRIM21 TRIM22 TRIM23 TRIM27 TRIM32 TRIM34 TRIM38 TRIM5 TRIM58 TRIM6 TRIM65 TRIM68 TRIM71 TRIM8 TSC1 TSC2 TSPO TTC5 TUT4 TUT7 TWIST1 TYSND1 UBQLN1 UBQLN2 UBQLN4 UCHL1 UFL1 ULK1 ULK2 ULK3 UPF1 UPF3A USP10 USP13 USP20 USP30 USP33 USP36 UVRAG VDAC1 VHL VIM VIP VPS13C VPS13D VPS26A VPS26B VPS29 VPS35 WAC WASHC1 WDR24 WDR41 WDR45 WDR6 WIPI1 WNK1 XIST YBX1 YBX3 YTHDF1 YTHDF2 YTHDF3 ZAR1 ZBTB20 ZC3H12A ZC3H12D ZC3H14 ZC3H18 ZC3HAV1 ZCCHC17 ZFP36 ZFP36L1 ZFP36L2 ZKSCAN3 ZMPSTE24 ZSWIM8 GOBP_REGULATION_OF_CELLULAR_COMPONENT_BIOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CELLULAR_COMPONENT_BIOGENESIS ABCA1 ABCA2 ABCA3 ABCB7 ABI2 ABI3 ABITRAM ABL1 ACE ACE2 ACTG1 ACTR2 ACTR3 ACVRL1 ADAMTS16 ADD1 ADD2 ADD3 ADGRB1 ADGRB3 ADNP AGRN AGT AIDA AJUBA AKAIN1 AKAP9 AKIRIN1 AKT1 ALMS1 ALOX15 AMBRA1 AMIGO1 AMIGO2 AMIGO3 ANKRA2 ANKRD27 ANKRD53 ANLN ANTXR1 APC APLNR APOA1 APOD APOE APP ARAP1 ARF4 ARF6 ARFGEF1 ARHGAP18 ARHGAP24 ARHGAP28 ARHGAP35 ARHGAP40 ARHGAP44 ARHGAP6 ARHGEF10 ARHGEF10L ARHGEF15 ARHGEF18 ARHGEF5 ARHGEF7 ARHGEF9 ARL2 ARMCX5-GPRASP2 ARPC2 ARPC3 ARPC5 ARPC5L ASAP3 ASIC2 ATAT1 ATF7IP ATF7IP2 ATG2A ATG3 ATG5 ATM ATMIN ATP13A2 ATP7A ATP8B1 ATR AUTS2 AVIL BAG4 BAG5 BAIAP2 BAIAP2L1 BAIAP2L2 BAK1 BAX BBS10 BBS4 BCL2L11 BDNF BECN1 BID BIK BIN1 BIN3 BIRC2 BMF BMP7 BRAF BRCA1 BRCC3 BRK1 BTK C10orf90 C15orf62 C9orf72 CALY CAMSAP1 CAMSAP2 CAMSAP3 CAND1 CAPG CAPRIN1 CAPZA1 CAPZA2 CAPZA3 CAPZB CARD8 CARMIL1 CARMIL2 CAV1 CAV3 CBLN1 CBLN2 CCDC88A CCL11 CCL19 CCL21 CCL24 CCL26 CCN1 CCN2 CCP110 CCR7 CCSAP CD36 CD47 CDC34 CDC42 CDC42EP1 CDC42EP2 CDC42EP3 CDC42EP4 CDC42EP5 CDH17 CDH5 CDK10 CDK2 CDK5R1 CDK5RAP2 CDKL1 CDKL5 CDKN1B CENPJ CEP120 CEP135 CEP295 CEP295NL CEP76 CEP97 CGNL1 CHD4 CHGA CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CHRNB2 CKAP5 CLASP1 CLASP2 CLDN1 CLDN19 CLDN3 CLDN5 CLDN7 CLEC7A CLIP1 CLIP3 CLN3 CLRN1 CLSTN1 CLSTN2 CLSTN3 CLU CNOT1 CNOT2 CNOT6 CNOT6L CNTNAP2 CNTROB COBL COL16A1 COLQ CORO1A CORO1C CORO2B COTL1 CPTP CRACD CRB3 CRBN CRIPT CROCC CRYAB CSF2 CSF3 CSNK1A1 CTNNB1 CTNNBIP1 CTTN CUX2 CX3CL1 CXCL13 CYFIP1 CYFIP2 CYLD CYRIA CYRIB DAAM2 DAB2IP DACT1 DAG1 DAPK3 DAPL1 DCDC2 DCTN1 DDX3X DEF8 DHX33 DKK1 DLC1 DLG1 DLG5 DMTN DNAJA4 DNAJB1 DNAJB2 DNAJB6 DNAJB8 DNAJC15 DNM3 DOCK11 DPYSL3 DRG1 DUSP22 DUSP3 DUT DYNC1H1 DYNC2LI1 DYNLT2B DYRK1A DZIP1 ECT2 EEF2K EFNA5 EFNB1 EFNB3 EHMT2 EIF2AK2 EIF4G1 ELAPOR1 ELN EMILIN1 EML2 EML3 ENPP7 ENTR1 EP300 EPB41L5 EPHA1 EPHA2 EPHA3 EPHA7 EPHB1 EPHB2 EPHB3 EPS8 EPS8L1 EPS8L2 EPS8L3 ERCC1 ESAM EVI5 EVI5L EVL EZR F11R F2RL1 FAF1 FAM107A FAM110C FAM98A FARP1 FARP2 FBLIM1 FBXL2 FCHSD1 FCHSD2 FER FERMT1 FERMT2 FES FEZ1 FEZ2 FHOD1 FHOD3 FKBP4 FLII FLNA FLOT1 FLRT2 FLRT3 FMN1 FMR1 FNBP1L FNIP1 FNIP2 FRMD7 FSCN1 FUZ FXR1 FXR2 FZD1 FZD5 G3BP1 G3BP2 GAP43 GBA1 GBA2 GBP2 GBP5 GDI2 GFAP GHRL GHSR GIT1 GNL3L GPBAR1 GPC4 GPM6A GPM6B GPR65 GPRASP3 GPSM2 GRB2 GREM1 GRID2 GSK3B GSN H3-3A H3-3B HABP4 HAP1 HAS2 HAS3 HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HAX1 HCFC1 HCK HCLS1 HDAC6 HES1 HGS HIP1R HJURP HMGB1 HNRNPU HOPX HRAS HRG HRK HSF1 HSP90AA1 HSPA1A HSPA1B HSPA2 HSPA5 HSPA8 HTT HYAL1 IAPP ICAM1 ICAM5 ICE1 IFNB1 IFNG IFT140 IFT20 IFT88 IKBKB IKBKE IL17A IL1B IL1RAP IL1RAPL1 IL1RAPL2 IL5 INPP5K INSM1 INTU IRGM IRX3 ISG15 ISL1 ITGB1BP1 JAM3 JMJD6 KANK1 KANK2 KANK3 KANK4 KAT2A KAT2B KCTD17 KDR KIF14 KIF24 KIF9 KIRREL1 KIT KLF5 LATS1 LCAT LCMT1 LCP1 LDB1 LDB2 LGALS3 LHFPL4 LIMCH1 LIMK1 LIMK2 LIMS1 LINGO2 LINGO4 LMO4 LMOD1 LMOD2 LMOD3 LPAR1 LRFN3 LRFN4 LRFN5 LRRC24 LRRC4B LRRK2 LRRN1 LRRN3 LRRTM1 LRRTM2 LRRTM3 LRSAM1 LRTM2 LZTS1 MACF1 MAD2L2 MAK MALSU1 MAP1B MAP2 MAP4 MAP4K4 MAPK15 MAPK8 MAPK9 MAPRE1 MAPRE3 MAPT MARK4 MAVS MCIDAS MDGA1 MDM1 MECP2 MED25 MEF2C MEFV MEGF9 MET METTL18 MIEN1 MIR105-1 MIR138-1 MIR142 MIR144 MIR149 MIR17 MIR196A1 MIR20A MIR21 MIR214 MIR27B MIR29B1 MIR431 MIR9-1 MIR98 MKKS MLST8 MMP1 MMP14 MMP3 MNS1 MOAP1 MORC2 MPHOSPH8 MPHOSPH9 MPP7 MSN MSTN MTLN MTM1 MTMR3 MTOR MTPN MTSS1 MUSK MYADM MYCBP2 MYD88 MYO10 MYO1C MYO3A MYO3B MYOC NAPA NAPB NAV3 NBDY NCK1 NCK2 NCKAP1 NCKAP1L NCLN NDEL1 NECTIN1 NEGR1 NEK7 NEURL1 NF2 NLGN1 NLGN2 NLGN3 NLRC3 NLRP2B NOP53 NOTCH1 NOTO NPHP1 NPHP4 NPHS1 NPM1 NR1H2 NRG1 NRP1 NRXN1 NTN1 NTNG2 NTRK1 NTRK2 NUDT16 NUMA1 NUP62 NUPR1 OCLN ODAD3 ODF2 ODF2L OGT OPRD1 ORMDL1 ORMDL2 ORMDL3 OXTR P2RX4 P2RX7 P2RY12 PAK1 PAK2 PAK3 PALM PAN2 PAN3 PARK7 PATL2 PDCD6IP PDE4DIP PDLIM5 PEAK1 PEX5 PFN1 PFN2 PFN3 PFN4 PHF23 PHLDB1 PHLDB2 PIEZO1 PIK3CA PIK3R1 PIK3R2 PIKFYVE PINK1 PIP4K2A PIP4K2B PIP4K2C PLA2G6 PLCE1 PLCG2 PLD1 PLEK PLEK2 PLEKHG2 PLEKHM1 PLK1 PLK2 PLK4 PLPPR5 PLXNB3 PODXL POLDIP2 PPFIA1 PPHLN1 PPM1E PPM1F PPP1R16B PPP1R35 PPP2CA PPP2R5B PREB PREX1 PRKAA1 PRKAA2 PRKACA PRKCA PRKCD PRKCE PRKCH PRKCZ PRKD1 PRKN PRRT2 PRUNE1 PSMC6 PSRC1 PTEN PTGER4 PTK2 PTK2B PTPN11 PTPN13 PTPN22 PTPRA PTPRD PTPRJ PTPRS PXN PYCARD PYDC1 PYDC2 PYDC5 RAB11A RAB11FIP3 RAB17 RAB1B RAB3GAP1 RAB3GAP2 RAB3IP RAB5A RAB7A RABEP2 RABGAP1 RAC1 RAC2 RACK1 RAF1 RALA RALB RANGRF RAP1A RAP1B RAP1GAP RAP2A RAPGEF1 RAPGEF2 RAPGEF3 RASA1 RASIP1 RB1 RBM14 RCC2 RDX RESF1 REST RGCC RHOA RHOC RHOG RHOQ RHPN1 RHPN2 RHPN2P1 RICTOR RIOK3 RIPOR2 RNF186 RNF4 RNF5 ROBO2 ROCK1 ROCK2 RP1 RPL13A RPS3 RTEL1 S100A10 S1PR1 SACS SAMD8 SAR1A SAR1B SASS6 SAXO1 SCFD1 SCIN SDC1 SDC4 SDCBP SDCCAG8 SEC22B SELP SEMA4A SEMA4D SENP6 SEPTIN7 SEPTIN8 SEPTIN9 SERBP1 SERPINF2 SETD5 SETDB1 SETDB2 SFRP1 SGSM3 SH3GLB1 SH3YL1 SHANK1 SHANK3 SHQ1 SIRT2 SIRT3 SIX1 SIX4 SKAP1 SLAIN1 SLAIN2 SLC39A12 SLC9A1 SLF1 SLF2 SLIT1 SLIT2 SLITRK1 SLITRK2 SLITRK3 SLITRK4 SLITRK5 SLITRK6 SLK SLX1A SLX1B SLX4 SMAD3 SMAD4 SMCR8 SMPD3 SNAI1 SNAI2 SNAP25 SNCA SNCAIP SNF8 SNX18 SNX30 SNX4 SNX7 SNX9 SORBS3 SORL1 SOST SOX9 SPAG5 SPHK1 SPHK2 SPICE1 SPIDR SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 SRC SRF SRGAP2C SRPX2 SSH1 SSH2 SSH3 ST8SIA2 STAM STAP1 STAU2 STIL STMN1 STMN2 STMP1 STUB1 STX18 STX1A STX1B STXBP1 STXBP5 STXBP6 STYXL1 SUMO1 SVIL SVIP SWAP70 SYK SYNDIG1 SYNE2 SYNPO SYNPO2 SYNPO2L TACR1 TACSTD2 TAL1 TAPT1 TASOR TBC1D1 TBC1D10A TBC1D10B TBC1D10C TBC1D12 TBC1D13 TBC1D14 TBC1D15 TBC1D16 TBC1D17 TBC1D19 TBC1D2 TBC1D20 TBC1D21 TBC1D22A TBC1D22B TBC1D24 TBC1D2B TBC1D3 TBC1D30 TBC1D5 TBC1D7 TBC1D8 TBC1D9B TBCD TBX5 TCHP TCL1A TEK TENM1 TENM2 TERF1 TERF2 TESK1 TFIP11 TFRC TGFB1 TGFB3 TGFBR1 TGFBRAP1 THBS1 THBS2 THRA THY1 TICAM1 TIE1 TIRAP TJP1 TLN1 TLR2 TLR4 TLR6 TMC8 TMEFF2 TMEM39A TMOD1 TMOD2 TMOD3 TMOD4 TMSB10 TMSB15A TMSB15B TMSB15C TMSB4X TMSB4Y TNF TNFSF18 TOGARAM1 TP53 TPBG TPM1 TPPP TPPP2 TPPP3 TPR TRABD2A TRABD2B TRAF2 TRAF3IP1 TRAPPC12 TREM2 TRIM11 TRIM28 TRIM31 TRIM37 TRIM65 TRIOBP TRPM2 TSC1 TSG101 TTBK1 TTC8 TUBB4A TWF1 TWF2 UBAP2L UBQLN2 ULK1 UNC13B USP10 USP16 USP17L2 USP50 USP6NL VASP VCL VCP VDAC2 VEGFA VIL1 VILL VPS11 VPS16 VPS18 VPS33A VPS35 VPS39 VPS41 VPS4A VPS4B VPS8 VSTM5 WARS1 WAS WASF2 WASHC1 WASHC2C WASL WDPCP WDR44 WDR45 WIPI1 WNT1 WNT10B WNT11 WNT3A WNT4 WNT5A WNT7A WRAP73 XRCC5 YAP1 ZDHHC12 ZMYND10 ZMYND8 ZNF304 ZNF827 GOBP_REGULATION_OF_CELLULAR_COMPONENT_SIZE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CELLULAR_COMPONENT_SIZE ABCB8 ABITRAM ABL1 ACTN2 ADCY10 ADD1 ADD2 ADD3 ADNP AKT1S1 AKT3 ALOX15 ALS2 ANAPC2 ANO6 AP2M1 APOE AQP1 AQP11 AQP4 ARF6 ARFGEF1 ARHGAP18 ARHGAP28 ARHGAP35 ARHGAP4 ARHGAP40 ARHGAP5 ARPC2 ARPC3 ARPC5 ARPC5L ATP13A2 ATP7A AVIL BAG4 BAIAP2 BAIAP2L1 BAIAP2L2 BARHL2 BBS4 BDNF BIN1 BLOC1S1 BLOC1S2 BMPR2 BORCS5 BORCS6 BORCS7 BORCS8 BRK1 C15orf62 CAPG CAPZA1 CAPZA2 CAPZA3 CAPZB CARMIL1 CARMIL2 CAV3 CCDC51 CCL11 CCL21 CCL24 CCL26 CCR7 CDC42EP1 CDC42EP2 CDC42EP3 CDC42EP4 CDC42EP5 CDH1 CDH4 CDHR2 CDHR5 CDK5 CDKL3 CDKL5 CFL2 CHMP3 CLCN3 CLCN6 CLN3 CLN8 CLNS1A CNTN2 CORO1A COTL1 CRABP2 CRACD CREB1 CSF3 CTTN CXCL12 CYFIP1 CYFIP2 CYRIA CYRIB DAAM2 DCC DEPTOR DIP2B DISC1 DLG1 DMTN DNAJC16 DNM2 DRAXIN DSCAM DSTN E2F4 EDN1 EFNA5 EIF4G2 ELN EPHA7 EPS8 ESAM EVL EZR F2RL1 FCHSD1 FCHSD2 FER FGF13 FHOD3 FLII FMN1 FN1 FSTL4 GBA2 GDI1 GNB3 GOLGA4 GRB2 GSK3B GSN HAX1 HCK HCLS1 HDAC6 HIP1R HP1BP3 HSP90AA1 IFRD1 IL7R IQGAP3 ISLR2 IST1 KANK1 KANK2 KANK3 KANK4 KCNMA1 KCNN4 KDM1A KEL KIAA0319 KIRREL1 KXD1 L1CAM LAMTOR4 LAMTOR5 LARS1 LATS1 LIMA1 LIMK1 LMOD1 LMOD2 LMOD3 LPAR3 LRRC8A LRRC8E MACF1 MAG MAP1B MAP2 MAP3K13 MAP3K7 MAPT MEGF8 MEGF9 MIR214 MKKS MLST8 MSN MT3 MTOR MTPN MYADM MYO3A MYO3B NAA80 NCK1 NCK2 NCKAP1 NCKAP1L NEB NEFL NGF NHERF1 NKX6-1 NPHS1 NPM1 NRCAM NRP1 NTN1 OLFM1 OXSR1 P2RX7 PAFAH1B1 PAK3 PDXP PEX11A PEX11B PEX11G PFN1 PFN2 PFN3 PFN4 PICALM PIK3CA PIK3R2 PLEK PLEKHG2 PLEKHH2 PLS1 PLXNA3 PLXNA4 POU4F2 PPP1CA PPP1R15A PREX1 PRKCD PRKCE PRKD1 PRR16 PTEN PTK2B PTPRS PUM2 PYCARD RAB11A RAB21 RAB22A RAB3B RAB5A RAC1 RAP1GAP2 RARG RASA1 RB1CC1 RDX RET RGMA RHOA RICTOR RILP RIN3 RND2 RNF6 RPTOR RTN4 RTN4R RUFY3 RYK SCIN SCT SCTR SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SH3BP1 SHANK3 SHTN1 SIN3A SLC12A1 SLC12A2 SLC12A3 SLC12A4 SLC12A5 SLC12A6 SLC12A7 SLC12A8 SLC12A9 SLC26A5 SLIT1 SLIT2 SMURF1 SNAPIN SNX9 SPART SPP1 SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 SRF SSH1 SSH2 SSH3 STK39 SVIL SWAP70 TENM1 TMOD1 TMOD2 TMOD3 TMOD4 TMSB10 TMSB15A TMSB15B TMSB15C TMSB4X TMSB4Y TNR TRIM46 TRIOBP TRPC5 TRPV2 TRPV4 TSC1 TTL TWF1 TWF2 UCN ULK1 ULK2 USH1C VASP VAV1 VAV2 VAV3 VEGFA VIL1 VILL WAS WASHC2C WASHC5 WDR1 WDTC1 WNK1 WNK3 WNT3 WNT3A WNT5A WNT7A WNT7B XK ZFYVE27 GOBP_REGULATION_OF_CELLULAR_EXTRAVASATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CELLULAR_EXTRAVASATION ADAM8 AGER BCR BST1 CCL21 CCL25 CCL28 CCR2 CD47 CD99 CD99L2 CHST2 CHST4 CXCL12 ELANE FADD FUT4 FUT7 FUT9 GCNT1 GP1BA ICAM1 IL1R1 IL27RA ITGA4 JAM3 LYVE1 MDK MIR146A PDGFD PLCB1 PLVAP PTAFR PTGER4 RIPK3 RIPOR2 SELE SELP ST3GAL4 THY1 XG GOBP_REGULATION_OF_CELLULAR_KETONE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CELLULAR_KETONE_METABOLIC_PROCESS ABCB11 ABCD1 ABCD2 ACACB ACADL ACADVL ACMSD ADIPOQ ADM AKR1C3 AKT1 AKT2 ANXA1 APOA4 APOA5 APOC1 APOC2 APOC3 APPL2 ATCAY ATP2B4 AVP AVPR1A BCKDK BGLAP BHMT BMP2 BMP5 BMP6 BRCA1 CAV1 CD74 CEACAM1 CES1 CLCN2 CLN3 CNR1 COQ3 CPT1A CREB1 CYP7A1 DAB2 DCAF5 DGKQ DKK3 DKKL1 EGR1 EIF6 ELOVL5 ERFE ERLIN1 ERLIN2 ETFBKMT FABP1 FABP3 FABP5 FGF19 FGFR4 FMO1 FMO2 FMO4 GHSR GIP GPRC6A H6PD IL1B INS INSIG1 INSIG2 IRS1 IRS2 KAT2B KLHL25 LONP2 LPGAT1 MALRD1 MFSD2A MID1IP1 MIR132 MIR182 MIR185 MIR204 MIR21 MIR30C1 MIR33A MIR342 MIR548P MIR766 MIR96 MLXIPL MLYCD MTLN NCOR1 NCOR2 NR1D1 NR1H2 NR1H3 NR1H4 NR4A3 PANK2 PARK7 PDK1 PDK2 PDK3 PDK4 PIBF1 PLA2G3 PLIN5 PPARA PPARD PPARG PPARGC1A PPTC7 PRKAG2 PRKCE PRKG1 PRMT3 PROX1 PTGS2 RDH10 REST RGN SCAP SIRT1 SIRT2 SIRT4 SIRT5 SLC22A13 SLC45A3 SLC7A11 SLC7A7 SNCA SOX9 SREBF1 STAR STARD4 TREX1 TRIB3 TWIST1 TYSND1 UBR4 UGT1A8 WDTC1 WNT4 GOBP_REGULATION_OF_CELLULAR_LOCALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CELLULAR_LOCALIZATION AAAS AACS AAK1 ABAT ABCA12 ABCA2 ABCA7 ABCC8 ABCG1 ABHD17A ABHD17B ABHD17C ABI3 ABLIM3 ACHE ACSL3 ACSL4 ACTB ACTN2 ACVR1C ADAM10 ADAM8 ADAM9 ADCY10 ADCY5 ADCY8 ADCYAP1 ADCYAP1R1 ADIPOQ ADORA2A ADRA2A ADTRP AFDN AGR2 AKAP5 AKAP8L AKT1 AKT2 ALOX5 ANG ANGPT1 ANK3 ANKRD1 ANKRD13A ANO1 ANP32B ANXA2 AP2M1 APBB1 APBB3 APC APOD APOE APPL1 AR ARF6 ARFIP1 ARHGAP1 ARHGAP44 ARHGAP8 ARHGDIA ARHGDIG ARHGEF16 ARHGEF5 ARIH2 ARV1 ASTN2 ATCAY ATG13 ATP13A2 ATP2A1 ATP2B4 ATP2C1 ATP5IF1 ATP9A B3GAT3 B9D1 BAD BAG3 BAG4 BAIAP3 BAK1 BAP1 BARD1 BAX BBC3 BCAP31 BCL2 BCL2L1 BDNF BICD1 BLK BMAL1 BMP4 BMP6 BMP8A BMPER BNIP3L BORA BORCS5 BRSK2 BTF3 BVES BYSL C11orf65 C1QTNF12 C1QTNF3 C2CD2L C2CD5 C9orf72 CABP1 CACNB4 CACNG2 CALY CAMK1 CAMK2D CAPN10 CARD10 CARTPT CASR CAV1 CAV3 CCDC66 CCDC88A CCL5 CCN3 CCNE1 CCNE2 CCT2 CCT3 CCT4 CCT5 CCT6A CCT7 CCT8 CD200 CD247 CD2AP CD33 CD36 CD38 CD81 CDH1 CDH2 CDK1 CDK16 CDK5 CDK5R1 CDK5RAP3 CDK9 CELA2A CELSR2 CEMIP CENPJ CENPQ CEP120 CEP131 CEP135 CEP250 CEP290 CEP295 CEP72 CFTR CHGA CHMP3 CHP1 CHP2 CHRM1 CHRM3 CIB1 CLDN18 CLIP3 CLN3 CLOCK CLSTN3 CLTC CNPY4 CNR1 CNST COMMD1 CORO2B CPLX1 CPSF6 CPT1A CREBBP CRIPT CRKL CROCC CRYAA CRYAB CRYZL2P-SEC16B CSK CSNK1E CSNK2A2 CSRP3 CTDSPL2 CTNNA1 CTNNB1 CTSD CYP51A1 DAB2 DAG1 DCLK1 DCLK2 DDRGK1 DENND10 DERL2 DERL3 DHX36 DHX9 DKC1 DLG1 DMAP1 DMTN DNAJA1 DNAJB6 DNAJC1 DNAJC13 DNAJC27 DNM1L DOC2B DPH3 DPP10 DRD2 DRD3 DRD4 DTX3L DVL1 DVL3 DYNC1H1 DYNLT2B DZIP1 DZIP1L ECT2 EDEM1 EDEM2 EDNRA EFCAB7 EFNA5 EGF EGFR EHD1 EHD2 EIF2AK3 EIF4G1 EIPR1 EMD ENSA ENTR1 ENY2 EP300 EPB41 EPB41L2 EPB41L5 EPHA2 EPHA3 EPHA5 EPHB2 EPO ERBB2 ERBB4 ERGIC3 ERLEC1 ERP29 EXPH5 EZR F2 F2R F2RL1 F2RL2 FAM3D FBXO4 FBXW7 FERMT1 FERMT2 FEZ1 FFAR1 FFAR2 FGA FGB FGG FIS1 FKBP1A FKBP1B FLCN FLNA FOXA2 FOXO1 FRAT1 FRAT2 FRMD4A FRRS1L FYN FZD5 FZD9 G6PC2 GAPVD1 GAS1 GAS6 GAS8 GBF1 GBP1 GCC2 GCG GCK GDI1 GDI2 GHRL GHSR GIP GIPR GLI3 GLIS2 GLUD1 GLUL GNA11 GNAI1 GNAZ GNL3 GNL3L GOLPH3 GOLPH3L GOPC GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 GPD1L GPER1 GPLD1 GPM6B GPR137B GPR27 GPR68 GPSM2 GRIN1 GRIPAP1 GSK3A GSK3B GSN GZMB HADH HAP1 HAX1 HCAR2 HCLS1 HDAC3 HDAC6 HECTD1 HFE HIF1A HLA-DRB1 HMGCR HNF4A HPCA HPS4 HRAS HSP90AA1 HSP90AB1 HSPA1L HSPA8 HTRA2 HUWE1 HYAL2 ICE1 IER3 IER3IP1 IFI27 IFNG IGF1 IL12A IL12B IL13 IL1A IL1B IL6 ILRUN INHBB INPP5E INPP5F INPP5K INS INSIG1 IPO5 IPO7 IQSEC2 IRS1 IRS2 ISCU ISL1 ITGA3 ITGAM ITGB1 ITGB1BP1 ITGB2 ITGB3 ITPR1 IWS1 JAGN1 JAK1 JAK2 JUP KAT7 KCNA5 KCNAB2 KCNB1 KCNE1 KCNJ11 KCNN4 KDM1A KHDC3L KHDRBS1 KIAA0586 KIAA1614 KIF20B KIF5B KLF7 KRT20 KRT5 LAMP1 LAMTOR1 LAMTOR5 LARP7 LATS1 LATS2 LCP1 LDLRAP1 LEP LEPROT LGALS3 LHCGR LILRB4 LIMK2 LLGL1 LLGL2 LMAN1 LMNA LNCPRESS1 LRIG2 LRP1 LRP4 LRP5 LRRC15 LRRC8A LRRK2 LYPD1 LYPLA1 LZTFL1 LZTS2 MACROH2A1 MAGED1 MAP1A MAP1B MAP2 MAP2K1 MAP2K2 MAPK1 MAPK14 MAPK3 MAPK8 MAPT MARK3 MARK4 MAVS MCRS1 MCU MDFIC MDM2 MEAK7 MECP2 MEPCE MESD MFF MFHAS1 MGAT3 MICALL2 MIDN MIEF1 MIEF2 MIR128-1 MIR146A MIR148A MIR17 MIR199A1 MIR199B MIR19A MIR19B1 MIR210 MIR223 MIR27B MIR29B1 MIR30C1 MIR520B MIR520E MIR766 MIR93 MISP MLC1 MMD MMD2 MMP14 MPC2 MRAP MRAP2 MRLN MSN MTCL1 MTMR2 MTNR1B MTOR MX2 MYBPC3 MYCBP2 MYH10 MYLK2 MYO18A MYO1C MYOM1 MYRIP NADK NCBP2 NDEL1 NDFIP1 NDFIP2 NDRG4 NDUFAF2 NECAB2 NEDD4 NEDD4L NEDD9 NEFH NEO1 NETO2 NEUROD1 NF1 NF2 NGFR NHLRC1 NKD2 NKX3-1 NKX6-1 NLGN2 NMD3 NMT1 NNAT NOS1 NOS2 NPEPPS NPM1 NR0B2 NR1D1 NR1H2 NR1H3 NR1H4 NRDE2 NSD2 NSFL1C NSUN2 NUMA1 NUMB NUP153 NUP214 NUP54 NUP58 NUP62 NUS1 NVL OAZ1 OAZ2 OAZ3 OGT OOEP OPRM1 OR51E2 ORAI1 ORMDL3 OS9 OSBP OTUD7B P2RX2 P2RX3 P2RX4 P2RX5 P2RX7 P3H1 PARD6A PARD6B PARD6G PARK7 PARL PARP1 PARP9 PCK2 PCM1 PCNT PCSK1 PCSK9 PDCD10 PDCD5 PDE8B PDPK1 PDX1 PDZK1 PECAM1 PER2 PFKFB2 PFKL PFKM PGAP1 PGRMC1 PIAS1 PIAS4 PICALM PICK1 PID1 PIK3CA PIK3R1 PIK3R2 PIM3 PIN1 PINK1 PINX1 PKDCC PKIA PKIG PLA2G1B PLA2G3 PLA2G4E PLA2G6 PLCB1 PLEKHM2 PLK1 PLK3 PLN PLS1 PML POLR1A PPARG PPFIA1 PPIA PPID PPM1A PPM1F PPP1CC PPP1R12A PPP1R9B PPP2R5A PPP3CA PPP3CB PRKAA1 PRKAA2 PRKACA PRKAR1A PRKCB PRKCD PRKCE PRKCH PRKCI PRKCZ PRKD1 PRKG2 PRKN PRNP PRR5L PSEN1 PSMD9 PTCH1 PTGS2 PTP4A3 PTPN1 PTPN11 PTPN14 PTPN23 PTPN9 PUM2 PYHIN1 RAB11A RAB11B RAB11FIP1 RAB11FIP2 RAB11FIP3 RAB11FIP5 RAB14 RAB21 RAB23 RAB29 RAB38 RAB8A RAB9A RABGAP1L RAC2 RACK1 RAMP3 RAN RANGAP1 RANGRF RAP1A RAP1GDS1 RAPGEF3 RAPGEF4 RASSF5 RBM22 RBM4 RBP4 RDX REEP2 REEP5 REEP6 RER1 REST RFPL1 RFPL2 RFPL3 RFPL4A RFPL4AL1 RFX3 RFX6 RHBDD3 RHBDF1 RHBDF2 RHOG RHOQ RHOU RIC3 RINT1 RIOK2 RIPOR1 RIPOR2 RNF139 RNF31 RNF4 ROCK2 RPH3AL RSAD2 RSC1A1 RSL1D1 RTN4 RUFY3 SAA1 SAE1 SAPCD2 SAR1A SAR1B SCFD1 SCP2 SEC16B SEC24A SEC24B SELENOK SERGEF SERP1 SESN2 SETD2 SFN SFRP1 SH3GLB1 SH3TC2 SHH SHISA6 SHISA7 SIAH3 SIDT2 SIN3A SIRT3 SIRT4 SIRT6 SIRT7 SIX1 SIX4 SLC12A2 SLC16A1 SLC1A1 SLC25A22 SLC26A4 SLC2A2 SLC30A8 SLC35D3 SLC51B SLC5A3 SLC7A11 SLC8B1 SLC9B2 SMAD3 SMO SNAP25 SNAPIN SNCA SNX12 SNX3 SNX33 SORBS1 SORL1 SOX4 SP100 SPAG5 SPI1 SPIDR SPTBN1 SQSTM1 SRC SREBF1 SREBF2 SRI SSH1 SSTR5 STAC STAC2 STAC3 STK11 STOM STRIT1 STX10 STX18 STX1A STX3 STX4 STX6 STX7 STX8 STXBP4 STXBP5 STXBP5L SUFU SUMO1 SUMO3 SUMO4 SUPT6H SVIP SWAP70 SYBU SYCP1 SYT11 SYT4 SYT7 SYTL4 TAMALIN TARDBP TAX1BP3 TBC1D20 TCAF1 TCAF2 TCF7L2 TCIRG1 TCP1 TENM1 TERF1 TERT TESK1 TFAP2B TFRC TGFB1 TGFB2 TGFB3 TIAM1 TLR2 TLR4 TM7SF3 TM9SF4 TMBIM1 TMBIM6 TMED10 TMED2 TMEM132A TMEM231 TMEM30A TMEM30B TMEM35A TMEM53 TMEM59 TMEM98 TNF TNFAIP6 TNNC1 TOMM7 TOMM70 TOR1A TP53INP2 TPR TRAPPC12 TREM2 TRH TRIM17 TRIM21 TRIM22 TRIM25 TRIM28 TRIM29 TRIM34 TRIM38 TRIM40 TRIM46 TRIM5 TRIM58 TRIM6 TRIM67 TRIM68 TRIM8 TRPC3 TRPM4 TSG101 TTBK2 TTC21B TTC8 TTN TUNAR TXN TYK2 TYROBP UBAC2 UBE2D3 UBE2G2 UBE2J1 UBE2J2 UBE2L3 UBL4B UBL5 UBR5 UBXN2B UCN3 UCP2 UFL1 UFM1 UHMK1 UMOD UNC13B UQCC2 USP17L2 USP36 USP7 USP8 VAMP2 VAMP8 VCL VCP VCPIP1 VEGFC VHL VIL1 VIP VPS11 VPS28 VPS35 VPS4A VRK1 VSNL1 VTI1B WAPL WASL WDPCP WLS WNK1 WNK3 WNK4 WNT3A WNT5A WNT7A WRAP53 WWC1 WWP2 WWTR1 XPO1 XPO4 YAP1 YIPF5 YOD1 YWHAE YWHAZ ZBED6 ZC3H12A ZDHHC2 ZDHHC5 ZDHHC7 ZDHHC8 ZFAND1 ZFP36 ZFP36L1 ZIC1 ZMYND8 ZPR1 GOBP_REGULATION_OF_CELLULAR_PH_REDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CELLULAR_PH_REDUCTION AVP AVPR1A BCL2 CA2 CA7 SLC9A7 SLC9A8 UBE3A GOBP_REGULATION_OF_CELLULAR_RESPIRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CELLULAR_RESPIRATION ABCD1 ACTN3 AK4 ARL2 ATP7A BNIP3 CBFA2T3 CISD1 COX7A1 COX7A2 COX7A2L COX7A2P2 DNAJC15 FLCN HIF1A IDE IFNAR1 IFNG IFNLR1 IL10RB IL4 ISCU MACROH2A1 MIR210 MLXIPL NOP53 NOS2 NUPR1 OPN3 PARK7 PIK3CA PINK1 PNPT1 PPARGC1A PPIF PRDM16 PRELID1 RHOA SHMT2 SLC25A23 SLC25A33 SNCA TMEM135 TNF TRAP1 TREX1 TRPV4 UQCC2 VCP GOBP_REGULATION_OF_CELLULAR_RESPONSE_TO_GROWTH_FACTOR_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CELLULAR_RESPONSE_TO_GROWTH_FACTOR_STIMULUS ABL1 ACVRL1 ADAM17 ADAMTS12 ADAMTS3 ADAMTSL2 ADGRA2 ADISSP AGT AGTR2 APLN ARID4A ARID4B ARNT ASPN ATP2B4 AXIN1 BAMBI BCL9 BCL9L BMP2 BMP4 BMPER BRMS1 BRMS1L CADM4 CASK CAV2 CAV3 CCBE1 CCN1 CD109 CD63 CDH5 CDKN1C CDKN2B CER1 CFLAR CHRD CHRDL1 CHRDL2 CHST11 CIDEA CILP CITED1 CITED2 CRB2 CREB3L1 CREBBP CRIM1 CTDSPL2 CTNNB1 CXCL13 CYFIP1 CYFIP2 DAB2IP DAND5 DCN DKK1 DKK3 DLL1 DLX1 DOK5 DSTYK EID2 ELAPOR2 EMILIN1 ENG EP300 EPN2 FAM20C FAM89B FBN1 FBN2 FBXL15 FERMT1 FGF1 FGF10 FGF16 FGF18 FGF2 FGF4 FGF9 FGFBP1 FGFBP3 FGFR1 FKBP1A FKBP8 FLCN FOLR1 FOXD1 FST FSTL1 FSTL3 FSTL4 FSTL5 FUZ FZD1 FZD4 GATA3 GATA4 GATA6 GDF2 GDF3 GDF5 GIPC1 GLG1 GPC1 GPC3 GPR155 GRB10 GREM1 GREM2 HDAC1 HDAC2 HES1 HES5 HGS HHEX HHIP HIF1A HIPK2 HJV HOXA13 HRG HSP90AB1 HSPA1A HSPA5 HTRA1 HTRA3 HTRA4 IL12A IL12B IL17F IL17RD IL1B IL4 ILK ING1 ING2 INTS9 ITGA3 ITGA5 ITGA8 ITGB3 JCAD KCNQ1OT1 KCP KDR LATS1 LATS2 LDLRAD4 LEMD3 LOX LRG1 LRIT3 LRP2 LTBP1 LTBP4 MEN1 MICOS10-NBL1 MIR1-1 MIR100 MIR106A MIR10A MIR10B MIR1224 MIR125B1 MIR140 MIR146A MIR149 MIR15A MIR15B MIR16-1 MIR17 MIR181A2 MIR18A MIR195 MIR199A1 MIR200C MIR20A MIR21 MIR210 MIR214 MIR26A1 MIR27B MIR296 MIR29B1 MIR302C MIR30B MIR329-1 MIR342 MIR361 MIR373 MIR424 MIR497 MIR498 MIR503 MIR520C MIR564 MIR573 MIR885 MIR9-1 MIR93 MIR98 MIRLET7F1 MIRLET7G MMRN2 MSX1 MSX2 MT3 MTMR4 MYO1C MYOCD NBL1 NEDD4 NEO1 NGFR NIBAN2 NKX2-1 NOG NOTCH1 NOTCH2 NPNT NPTN NREP NRP1 NRROS NUMA1 OGT ONECUT1 ONECUT2 OTX2 PALS1 PBLD PCSK6 PDCD6 PDPK1 PEG10 PELO PIK3CB PIN1 PMEPA1 PPARA PPARG PPM1A PPP2R5B PRDM14 PRDM16 PRKCB PRKD2 PRMT1 PTP4A3 PTPN1 RASL11B RBBP4 RBBP7 RBPJ RBPMS2 RGMA RNF111 RNF165 ROBO1 RUNX2 SAP130 SAP30 SAP30L SCUBE3 SDCBP SEMA6A SFRP1 SFRP2 SFRP4 SHISA2 SIN3A SINHCAF SIRT1 SKI SKIL SKOR1 SKOR2 SLC2A10 SLIT2 SMAD2 SMAD3 SMAD4 SMAD5-AS1 SMAD6 SMAD7 SMOC2 SMURF1 SMURF2 SNW1 SNX25 SNX6 SORL1 SOST SOSTDC1 SOX11 SPART SPRED1 SPRED2 SPRED3 SPRY1 SPRY2 SPRY3 SPRY4 STK11 STRAP STUB1 SUDS3 SULF1 SULF2 TBX20 TET1 TFAP2B TGFB1 TGFB1I1 TGFB3 TGFBR3 TGFBR3L THBS1 TMEM108 TMEM204 TMEM53 TMPRSS6 TNFAIP6 TNXB TOB1 TP53 TRIM33 TWSG1 UBE2D1 UBE2D3 UBE2O USP15 VASN VEGFA VEGFC VEPH1 VTN VWC2 VWC2L WASF1 WFIKKN1 WFIKKN2 WNT1 WNT4 WNT5A XDH XIAP ZBTB7A ZDHHC17 ZEB1 ZEB2 ZNF423 ZNF451 ZNF703 GOBP_REGULATION_OF_CELLULAR_RESPONSE_TO_HEAT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CELLULAR_RESPONSE_TO_HEAT ATM ATR CHORDC1 CREBBP DNAJB1 DNAJB6 DNAJC2 DNAJC7 EP300 GSK3B HSF1 IER5 MAPKAPK2 MAPT MTOR SIRT1 GOBP_REGULATION_OF_CELLULAR_RESPONSE_TO_HYPOXIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CELLULAR_RESPONSE_TO_HYPOXIA AJUBA CHCHD2 DDAH1 DNMT3A DRD2 ENO1 EPHA4 HYOU1 KCNK2 MIR145 MIR21 MIR210 NFE2L2 NOL3 PIK3CB PINK1 ROCK2 TMBIM6 USP19 VHL GOBP_REGULATION_OF_CELLULAR_RESPONSE_TO_INSULIN_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CELLULAR_RESPONSE_TO_INSULIN_STIMULUS ADIPOR1 AHSG APPL2 ATP2B1 BGLAP C1QTNF12 CTSD ECHDC3 ENPP1 ERFE GKAP1 GNAI2 GPLD1 GPR21 GRB10 GRB14 GRB7 GSK3A IGF2 IL1B INPP5K INS IRS1 KANK1 LEP LONP1 MIR103A1 MIR107 MIR1271 MIR15B MIR195 MSTN MYO1C NCK1 NCL NCOA1 NCOA2 NCOA5 NR1H4 NUCKS1 OSBPL8 PID1 PIP4K2A PIP4K2B PIP4K2C PPARG PRKAA1 PRKCB PRKCD PRKCQ PRKCZ PTPN1 PTPN11 PTPN2 PTPRE RELA RPS6KB1 SERPINA12 SIRT1 SLC27A4 SNX5 SOCS1 SOCS3 SORBS1 SORL1 SRC TNS2 TRIM72 TSC2 USO1 ZBTB7B ZNF592 GOBP_REGULATION_OF_CELLULAR_RESPONSE_TO_MACROPHAGE_COLONY_STIMULATING_FACTOR_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CELLULAR_RESPONSE_TO_MACROPHAGE_COLONY_STIMULATING_FACTOR_STIMULUS CSF1 PTPN2 STAP1 TLR2 TLR4 TREM2 GOBP_REGULATION_OF_CELLULAR_RESPONSE_TO_OSMOTIC_STRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CELLULAR_RESPONSE_TO_OSMOTIC_STRESS ARHGEF2 BAD BDKRB2 CLN3 EFHD1 EPO LETM1 MICU1 PTGS2 SLC25A23 TIFAB USP15 YBX3 GOBP_REGULATION_OF_CELLULAR_RESPONSE_TO_OXIDATIVE_STRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CELLULAR_RESPONSE_TO_OXIDATIVE_STRESS ABCD1 AIFM2 ALOX5 BMP7 CD36 DHFR DHFRP1 FBLN5 FUT8 GCH1 H19 HDAC6 MAPKAP1 MEAK7 MIR132 MIR21 MIR675 NCOA7 NFE2L2 OXR1 PINK1 PNPLA8 PRKN SLC25A14 SLC7A11 TBC1D24 GOBP_REGULATION_OF_CELLULAR_RESPONSE_TO_STRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CELLULAR_RESPONSE_TO_STRESS ABCA7 ABCD1 ABL1 ABRAXAS1 ACKR3 ACTB ACTL6A ACTL6B ACTR2 ACTR5 ACTR8 ADCY8 AGER AGR2 AIDA AIFM2 AJUBA ALOX5 AMBP AMFR ANKRD1 ANKRD6 APP AQP11 ARHGEF2 ARID1A ARID1B ARID2 ARL6IP5 ATAD5 ATF6 ATF6B ATM ATR ATRIP ATXN3 ATXN7 ATXN7L3 AUNIP AXIN1 AXIN2 BABAM1 BABAM2 BAD BAG6 BAK1 BARD1 BAX BCAP31 BCL2 BCL2L1 BCL2L11 BCL7A BCL7B BCL7C BDKRB2 BFAR BID BIRC7 BMP2 BMP4 BMP7 BOK BRAF BRCA1 BRCA2 BRCC3 BRD7 BRD8 CARD9 CAV1 CAV3 CBX8 CCAR2 CCDC117 CCL19 CCL21 CCN2 CCR7 CD27 CD36 CD44 CD74 CDK9 CDKN2D CEBPG CERS2 CGAS CHCHD2 CHEK1 CHORDC1 CLN3 CLU CNTF COPS3 COPS5 CORO2B CREB3 CREB3L1 CREBBP CRHBP CRK CRY1 CUL4A CXCL12 CYLD CYREN DAB2IP DACT1 DDAH1 DDIAS DDIT3 DDRGK1 DDX11 DDX39B DDX5 DEK DHFR DHFRP1 DHX9 DLG1 DMAP1 DNAJA1 DNAJB1 DNAJB6 DNAJB9 DNAJC2 DNAJC7 DNMT3A DPF1 DPF2 DPF3 DRD2 DUSP1 DUSP10 DUSP16 DUSP19 DUSP22 DUSP3 DYRK1A DYRK3 EDA2R EDAR EEF1E1 EFHD1 EGFR EIF2AK1 EIF2AK2 EIF2AK3 EIF4G1 ELL3 ENO1 ENY2 EP300 EP400 EPC1 EPC2 EPHA4 EPHB1 EPO ERCC1 ERCC4 ERCC6 ERCC8 ERN1 ERP29 ETAA1 EYA1 EYA2 EYA3 EYA4 EZR F2RL1 FAM168A FANCB FAS FBH1 FBLN5 FBXO4 FBXW7 FCGR2B FECH FEM1B FGF10 FGF19 FICD FIGNL1 FKBP1B FKTN FLNA FLT4 FMN2 FOXM1 FOXO1 FUS FUT8 FZD7 GADD45A GADD45B GADD45G GCH1 GDF6 GPS2 GREM1 GRIK2 GRINA GRN GSK3B GSTP1 H19 H2AX HAND2 HAPSTR1 HDAC10 HDAC3 HDAC6 HDGFL2 HELB HELQ HERPUD1 HGF HIC1 HIPK2 HIPK3 HMGA2 HMGB1 HNRNPK HRAS HSF1 HSPA1A HSPA5 HYOU1 IER3 IER5 IGBP1 IGF1R IGFBP6 IL1A IL1B IL26 INAVA ING2 ING3 ING4 INO80 INO80B INO80C INO80D INO80E INPP5F INSIG1 INSIG2 ITCH KAT2A KAT2B KAT5 KAT7 KCNK2 KDM1A KDM4D KHDC3L KIAA0319 KLF4 KLHDC10 KLHL15 KLHL31 KMT5A KMT5B KMT5C KREMEN1 LEP LETM1 LGALS9 LPCAT3 LRIG2 LRRK2 LTBR LYN MAD2L2 MAGEA3 MAGEF1 MANF MAP2K1 MAP2K2 MAP2K4 MAP2K7 MAP3K10 MAP3K11 MAP3K20 MAP3K3 MAP3K4 MAP3K5 MAP4K2 MAP4K4 MAPK1 MAPK3 MAPK8IP1 MAPK8IP2 MAPK8IP3 MAPKAP1 MAPKAPK2 MAPKBP1 MAPT MARCHF6-DT MARCHF7 MARVELD3 MBIP MBTD1 MBTPS2 MCRS1 MDFIC MDM2 MEAF6 MEAK7 MECOM MEN1 MFHAS1 MGMT MICU1 MID1 MIF MINK1 MIR132 MIR145 MIR181A2 MIR181B1 MIR181D MIR199A1 MIR20A MIR21 MIR210 MIR221 MIR222 MIR431 MIR675 MIR92A1 MIR96 MMS19 MORF4L1 MORF4L2 MRGBP MRNIP MSX1 MTOR MTURN MUC1 MYC MYD88 NACC2 NAIP NBR1 NCF1 NCK1 NCK2 NCOA7 NCOR1 NEO1 NFE2L2 NFRKB NOD1 NOD2 NOL3 NOX1 NPAS2 NPM1 NPPA NR1H2 NR1H3 NSD2 NUDT16L1 NUPR1 OGG1 OOEP OPA1 OPRK1 OPRM1 OTUB1 OTUB2 OXR1 PAFAH1B1 PAGE4 PARG PARK7 PARP1 PARP3 PARPBP PBK PBRM1 PCNA PDCD10 PDCD4 PDX1 PER1 PHF10 PHLPP1 PIAS4 PIGBOS1 PIK3CB PIK3R1 PINK1 PJA2 PLA2R1 PLCB1 PMAIP1 PML PNKP PNPLA8 POLH POLQ POT1 PPIA PPP1R10 PPP1R15A PPP1R15B PPP4C PPP4R2 PPP4R3B PRDX1 PRKCG PRKDC PRKN PRMT1 PRRX1 PSMD10 PTGS2 PTK2B PTN PTPN1 PTPN2 PTPN22 PTPRF PTPRS PTTG1IP PUM2 PYCARD PYHIN1 QARS1 RACK1 RAD51 RAD51AP1 RAD52 RAD9A RADX RAP2A RASGRP1 RASSF2 RB1CC1 RECQL5 RELL1 RELL2 RFWD3 RGMA RIF1 RIPK1 RIPK2 RMI2 RNASEH2B RNF13 RNF168 RNF169 RNF183 RNF185 RNF8 RNFT1 RNFT2 ROCK2 RPA2 RPL26 RPS3 RTEL1 RTN4R RTN4RL1 RUVBL1 RUVBL2 SASH1 SCARF1 SCIMP SDCBP SELENOS SEMA3A SEMA4C SENP3 SERINC3 SERPINB3 SERPINF2 SETD2 SETMAR SF3B3 SF3B5 SFRP2 SGF29 SGTA SH3RF1 SH3RF2 SH3RF3 SHLD1 SHLD2 SHLD3 SIRPA SIRT1 SIRT6 SIRT7 SKIL SLAMF1 SLC25A14 SLC25A23 SLC38A2 SLC7A11 SLF1 SLF2 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMCHD1 SMYD2 SNAI1 SNAI2 SOX4 SPHK1 SPI1 SPIDR SPIRE1 SPIRE2 SPP1 SPRED1 SPRED2 SPRING1 STK24 STK25 STK3 STK39 SUPT20H SUPT3H SUPT7L SVIP SYVN1 TADA1 TADA2B TADA3 TAF10 TAF12 TAF2 TAF4 TAF5 TAF5L TAF6 TAF6L TAF7 TAF9 TAF9B TAOK1 TAOK2 TAOK3 TBC1D24 TELO2 TERF2 TERF2IP TEX15 TFIP11 TFPT TGFB2 TGFBR3 THOC1 THOC5 THY1 TIFAB TIGAR TIMELESS TIRAP TLR3 TLR4 TLR9 TMBIM6 TMED2 TMEM161A TMEM259 TMEM33 TNF TNFRSF19 TNFSF11 TNIK TNR TOP2B TP53 TP53BP1 TPD52L1 TPT1 TRAF2 TRAF4 TREM2 TRIAP1 TRIM28 TRIM32 TRPV4 TRRAP TTI1 TTI2 TWIST1 TXNDC12 UBE2N UBE2V1 UBE2V2 UBQLN1 UBQLN2 UBQLN4 UBXN1 UCHL5 UFL1 UIMC1 ULK4 UNC5CL USP1 USP13 USP14 USP15 USP19 USP22 USP25 USP47 USP51 VDAC1 VEGFA VHL VPS13C VPS72 WAS WDR48 WDR76 WFS1 WNT16 WNT5A WNT7A WNT7B WRAP53 XBP1 XDH XIAP XRCC1 YBX3 YEATS4 YJU2 YY1 ZBTB7B ZC3H12A ZCWPW1 ZMPSTE24 ZMYND11 ZNF365 ZNF385A ZNF622 ZNF675 ZNHIT1 GOBP_REGULATION_OF_CELLULAR_RESPONSE_TO_TRANSFORMING_GROWTH_FACTOR_BETA_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CELLULAR_RESPONSE_TO_TRANSFORMING_GROWTH_FACTOR_BETA_STIMULUS ADAM17 ADAMTSL2 ADISSP ARID4A ARID4B ASPN AXIN1 BAMBI BCL9 BCL9L BMP2 BRMS1 BRMS1L CAV2 CAV3 CD109 CDKN1C CDKN2B CFLAR CHST11 CIDEA CILP CITED1 CITED2 CREBBP DAND5 DKK3 DLX1 EID2 EMILIN1 ENG EP300 FAM89B FBN1 FBN2 FERMT1 FKBP1A FLCN FOLR1 GIPC1 GLG1 HDAC1 HDAC2 HIPK2 HSP90AB1 HSPA1A HSPA5 HTRA1 HTRA3 HTRA4 IL17F IL17RD IL4 ING1 ING2 INTS9 ITGA3 ITGA8 LATS1 LATS2 LDLRAD4 LEMD3 LOX LRG1 LTBP1 LTBP4 MEN1 MIR140 MIR15B MIR17 MIR181A2 MIR18A MIR20A MIR21 MIR27B MIR29B1 MIR30B MIR342 MIR361 MIR373 MIR497 MIR498 MIR520C MIR564 MIR9-1 MIR93 MIR98 MIRLET7F1 MIRLET7G MTMR4 MYOCD NKX2-1 NPNT NREP NRROS OGT ONECUT1 ONECUT2 PALS1 PBLD PDPK1 PEG10 PIN1 PMEPA1 PPARA PPARG PPM1A PRDM16 RASL11B RBBP4 RBBP7 RNF111 SAP130 SAP30 SAP30L SDCBP SIN3A SINHCAF SIRT1 SKI SKIL SKOR2 SLC2A10 SMAD2 SMAD3 SMAD4 SMAD6 SMAD7 SMURF1 SMURF2 SNW1 SNX25 SNX6 SOX11 SPRED1 SPRED2 SPRED3 SPRY1 SPRY2 STK11 STRAP STUB1 SUDS3 TET1 TGFB1 TGFB1I1 TGFB3 TGFBR3 TGFBR3L THBS1 TNXB TP53 TRIM33 USP15 VASN VEPH1 WFIKKN1 WFIKKN2 WNT1 ZBTB7A ZEB1 ZEB2 ZNF451 ZNF703 GOBP_REGULATION_OF_CELLULAR_RESPONSE_TO_VASCULAR_ENDOTHELIAL_GROWTH_FACTOR_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CELLULAR_RESPONSE_TO_VASCULAR_ENDOTHELIAL_GROWTH_FACTOR_STIMULUS ADAMTS12 ADAMTS3 ADGRA2 ATP2B4 CADM4 CCBE1 CD63 DAB2IP DCN DLL1 EMILIN1 HRG IL12A IL12B JCAD MIR16-1 MIR199A1 MIR21 MIR329-1 MIR342 MIR424 MYO1C PIK3CB PTP4A3 ROBO1 SEMA6A SMOC2 SPRY2 TNXB VEGFA XDH GOBP_REGULATION_OF_CELLULAR_SENESCENCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CELLULAR_SENESCENCE ABI3 ABL1 AKT3 ARG2 B2M BCL6 BMAL1 BMPR1A CDK6 CGAS EEF1E1 FBXO5 FZR1 HLA-G HMGA2 ING2 KIR2DL4 MAP3K3 MIF MIR10A MIR146A MIR17 MIR188 MIR20B MIR217 MIR22 MIR34A MIR543 MIR590 MORC3 NEK4 NEK6 NUAK1 PAWR PLK2 PNPT1 PTEN RBL1 RSL1D1 SIRT1 SIRT6 TBX2 TERC TERF2 TERT TP53 TWIST1 VASH1 WNT1 YBX1 YPEL3 ZKSCAN3 ZMPSTE24 ZNF277 GOBP_REGULATION_OF_CELL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CELL_ACTIVATION ABL1 ABL2 ACTA2 ACTB ACTL6A ACTL6B ADA ADAM8 ADAMTS18 ADGRE2 ADGRF5 ADORA2A ADORA2B AGER AHR AIF1 AKIRIN2 AKT1 ALOX12 AMBRA1 ANXA1 AP1G1 AP3B1 AP3D1 APLF APOE ARG1 ARG2 ARID1A ARID1B ARID2 ASCL2 ATAD5 ATM AXL B2M BAD BANK1 BATF BCL10 BCL2 BCL6 BCR BID BLOC1S3 BLOC1S6 BMI1 BMP4 BPI BRAF BRD7 BST1 BTK BTN2A2 C12orf4 C1QTNF1 CAMK4 CAPN3 CARD11 CASP3 CAV1 CBFB CBLB CCDC88B CCL19 CCL2 CCL21 CCL3 CCL5 CCR2 CCR7 CD160 CD177 CD19 CD1D CD2 CD200 CD209 CD22 CD226 CD24 CD27 CD274 CD276 CD28 CD300A CD300LF CD320 CD33 CD38 CD3E CD4 CD40 CD40LG CD46 CD47 CD5 CD55 CD6 CD70 CD74 CD80 CD81 CD83 CD84 CD86 CD9 CDKN1A CEACAM1 CEBPA CEBPB CELA2A CGAS CHRNB2 CLC CLCF1 CLEC4D CLEC4G CLEC7A CLECL1P CLNK CLPTM1 CNR1 CNR2 CORO1A CR1 CRLF2 CRTAM CSK CST7 CTLA4 CTNNB1 CTSC CTSG CX3CL1 CYGB CYP26B1 CYRIB DAPL1 DCAF15 DDR2 DHPS DLG1 DLG5 DNAJA3 DOCK8 DPP4 DROSHA DTX1 DUSP10 DUSP22 DUSP3 EBI3 EFNB1 EFNB2 EFNB3 EGR3 EMILIN1 EMILIN2 ENPP3 EPHB2 EPO ERBB2 EXOSC3 EXOSC6 F11R F2 F2RL1 FADD FANCA FANCD2 FBXO7 FCER1G FCGR2B FCGR3A FCHO1 FCRL3 FER FES FGF10 FGL1 FGL2 FGR FLNA FLOT2 FN1 FOXF1 FOXJ1 FOXN1 FOXO3 FOXP3 FUNDC2 FYN GAB2 GAL GAS6 GATA1 GATA2 GATA3 GCLC GJD4 GLI2 GLI3 GLMN GNAQ GP1BA GP1BB GP5 GP6 GP9 GPAM GPER1 GPNMB GPR137B GPR183 GRN HAMP HAVCR1 HAVCR2 HES1 HFE HHLA2 HLA-A HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G HLX HMCES HMGB1 HRG HSPD1 HSPH1 ICOS ICOSLG ID2 IDO1 IFNA2 IFNB1 IFNG IFNL1 IGF1 IGF2 IGFBP2 IHH IKZF3 IL10 IL12A IL12B IL12RB1 IL13 IL13RA2 IL15 IL15RA IL18 IL1A IL1B IL1RL1 IL1RL2 IL2 IL20RB IL21 IL23A IL23R IL27 IL27RA IL2RA IL2RG IL31RA IL33 IL36B IL4 IL4I1 IL4R IL5 IL6 IL6ST IL7 IL7R ILDR2 INHA INHBA INPP5D IRF1 IRF4 IRGM IRS2 ITCH ITGAM ITGB2 ITPKB JAK2 JAK3 JUNB KARS1 KAT2A KAT5 KITLG KLHL25 KLRC1 KLRC2 KLRC3 KLRC4-KLRK1 KLRD1 KLRK1 KMT5B KMT5C LAG3 LAMP1 LAPTM5 LAT LAX1 LBP LCK LDLR LEF1 LEP LGALS1 LGALS3 LGALS9 LGALS9B LGALS9C LILRA2 LILRA5 LILRB1 LILRB2 LILRB4 LMO1 LMO4 LOXL3 LRFN5 LRRC32 LRRK2 LST1 LYN MAD1L1 MAD2L2 MALT1 MAP3K8 MAPK8IP1 MARCHF7 MDK MEF2C MERTK METTL3 MFHAS1 MFSD2B MICA MIF MILR1 MIR125A MIR128-1 MIR130A MIR142 MIR145 MIR17HG MIR181B1 MIR181C MIR185 MIR21 MIR27A MIR30B MIR92A1 MLH1 MMP14 MMP8 MMRN1 MNDA MPL MSH2 MTOR MYB MYD88 MYO18A MZB1 NCK1 NCK2 NCKAP1L NDFIP1 NECTIN2 NEDD9 NFAM1 NFATC2 NFKBID NFKBIZ NKAP NLRP3 NOD2 NOS3 NR1D1 NR1H3 NR4A3 NRARP NSD2 PAG1 PARP3 PAWR PAXIP1 PBRM1 PCID2 PCK1 PDCD1LG2 PDE5A PDGFA PDGFB PDGFRA PDPK1 PDPN PELI1 PGLYRP1 PGLYRP2 PGLYRP3 PHF10 PIBF1 PIK3CA PIK3R6 PJA2 PKN1 PLA2G10 PLA2G2A PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G4A PLA2G5 PLEK PLPP6 PLSCR1 PMS2 PNP PPP2R3C PPP3CA PRAM1 PRDM1 PRDX2 PRELID1 PRKAR1A PRKCA PRKCD PRKCQ PRKCZ PRKDC PRKG1 PRLR PRNP PSG9 PTAFR PTPN11 PTPN2 PTPN22 PTPN6 PTPRC PYCARD RABGEF1 RAC2 RAG1 RAG2 RARA RASAL3 RASGRP1 RASSF5 RC3H1 RC3H2 RHBDD3 RHOA RHOH RIF1 RIPK2 RIPK3 RIPOR2 RNF41 RORA RPS3 RPS6KA1 RUNX1 RUNX3 SAMSN1 SART1 SASH3 SCGB1A1 SCRIB SDC4 SELENOK SELP SERPINE2 SFRP1 SFTPD SH2B3 SH3KBP1 SH3RF1 SHB SHH SHLD1 SHLD2 SHLD3 SHPK SIRPA SIRPB1 SIRPG SIT1 SLAMF1 SLAMF8 SLC15A4 SLC39A10 SLC46A2 SLC4A2 SLC7A1 SMAD7 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SNCA SNX4 SOCS1 SOCS5 SOCS6 SOD1 SOS1 SOS2 SOX11 SOX12 SOX13 SOX15 SOX4 SPACA3 SPHK1 SPHK2 SPI1 SPINK5 SPN SPTA1 SRC STAP1 STAT5B STAT6 STX4 STXBP1 STXBP2 SUPT6H SYK SYT11 TACR1 TAFA3 TARM1 TBC1D10C TBX21 TCF7 TEC TESPA1 TFRC TGFB1 TGFBR2 THBD THBS1 THEMIS2 THOC1 THY1 TICAM1 TICAM2 TIGIT TIRAP TLR4 TLR6 TLR9 TMEM131L TMIGD2 TNF TNFAIP3 TNFAIP8L2 TNFRSF13B TNFRSF13C TNFRSF14 TNFRSF1B TNFRSF21 TNFRSF4 TNFRSF9 TNFSF11 TNFSF13 TNFSF13B TNFSF14 TNFSF18 TNFSF4 TNFSF8 TNFSF9 TNIP2 TOX TP53BP1 TRAF6 TREM2 TREX1 TSLP TSPAN32 TTBK1 TWSG1 TXK TYK2 TYRO3 TYROBP UBASH3B UNC13D VAMP7 VAMP8 VAV1 VAV3 VCAM1 VNN1 VPS33B VSIG4 VSIR VTCN1 WNT10B WNT3A WNT5A XBP1 XCL1 XRCC6 YES1 ZAP70 ZBTB1 ZBTB16 ZBTB46 ZBTB7B ZC3H12A ZC3H8 ZEB1 ZFP36L1 ZFP36L2 ZMIZ1 ZNF335 ZNF683 ZP3 ZP4 GOBP_REGULATION_OF_CELL_ADHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CELL_ADHESION ABCA12 ABI3BP ABL1 ABL2 ACER2 ACTB ACTG1 ACTL6A ACTL6B ACTN4 ACVRL1 ADA ADAM10 ADAM15 ADAM19 ADAM22 ADAM8 ADAM9 ADAMDEC1 ADAMTS18 ADGRG1 ADIPOQ ADORA2A ADTRP AFDN AGER AGR2 AIF1 AJAP1 AKNA AKT1 ALOX12 ALOX15 ALOX5 AMBRA1 ANGPT1 ANGPT2 ANK3 ANXA1 AP1AR AP3B1 AP3D1 APBB1IP APOA1 APOD ARG1 ARG2 ARHGAP6 ARHGDIG ARHGEF7 ARID1A ARID1B ARID2 ARL2 ARPC2 ASCL2 ASS1 ATM ATP5F1B ATXN3 AZU1 B2M B4GALNT2 BAD BAG4 BCL10 BCL2 BCL6 BMI1 BMP2 BMP4 BMP6 BMP7 BRAF BRD7 BST1 BTN2A2 C1QBP C1QTNF1 C2CD4A C2CD4B CALR CAMSAP3 CARD11 CARMIL1 CASK CASP3 CASS4 CAV1 CBFB CBLB CBLL1 CBLL2 CCDC80 CCDC88B CCL19 CCL2 CCL21 CCL25 CCL28 CCL5 CCN1 CCR2 CCR7 CD160 CD164 CD1D CD209 CD24 CD27 CD274 CD276 CD28 CD300A CD36 CD3E CD4 CD40LG CD44 CD46 CD47 CD5 CD55 CD6 CD70 CD74 CD80 CD81 CD83 CD86 CD9 CDC42 CDH1 CDH13 CDK6 CDKN2A CDSN CEACAM1 CEACAM6 CEBPB CELA2A CELSR2 CHRD CHST2 CHST4 CIB1 CITED2 CLASP1 CLASP2 CLDN7 CLEC4G CLECL1P COL16A1 COL1A1 COL26A1 COL8A1 CORO1A CORO1C CORO2B CR1 CRK CRKL CRTAM CSF1 CSK CSPG5 CTLA4 CTSG CX3CL1 CXCL12 CXCL13 CXCL8 CXCR3 CXCR4 CYP1B1 CYRIB CYTH1 CYTH3 CYTIP DAB1 DAB2 DACT2 DAG1 DAPK3 DAPL1 DDR1 DEFB118 DENND6A DHPS DISC1 DLC1 DLG1 DLG5 DLL1 DMP1 DMTN DNAJA3 DOCK1 DOCK5 DOCK8 DPP4 DSCAM DTX1 DUSP1 DUSP10 DUSP22 DUSP26 DUSP3 EBI3 ECM2 EDIL3 EFEMP2 EFNA1 EFNA5 EFNB1 EFNB2 EFNB3 EGFL6 EGFLAM EGR3 ELANE EMILIN1 EMILIN2 EMP2 EPB41L4B EPB41L5 EPCAM EPHA1 EPHA2 EPHA3 EPHA4 EPHA7 EPHA8 EPHB2 EPHB3 EPO ERBB2 ERBB3 ETS1 F11R FADD FAF1 FAM107A FBLN1 FBLN2 FCGR2B FCHO1 FERMT1 FERMT2 FERMT3 FES FGA FGB FGG FGL1 FGL2 FLCN FLNA FLOT1 FLOT2 FMN1 FN1 FOXA1 FOXA2 FOXC2 FOXF1 FOXJ1 FOXO3 FOXP3 FRMD5 FSTL3 FUT1 FUT2 FUT3 FUT4 FUT7 FUT9 FXYD5 FYN FZD4 FZD7 GATA3 GBP1 GCNT1 GCNT2 GFUS GLI2 GLI3 GLMN GP1BA GP6 GPAM GPM6B GPNMB GPR4 GREM1 GSK3B GTPBP4 HAS2 HAVCR2 HES1 HFE HHLA2 HLA-A HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-G HLX HMGB1 HOXA7 HRG HSD17B12 HSPD1 HSPG2 HSPH1 HYAL1 IBSP ICOS ICOSLG IDO1 IFNA2 IFNB1 IFNG IFNL1 IFT74 IGF1 IGF2 IGFBP2 IHH IL10 IL12A IL12B IL12RB1 IL15 IL18 IL1A IL1B IL1RL2 IL1RN IL2 IL20RB IL21 IL23A IL23R IL2RA IL2RG IL36B IL4 IL4I1 IL4R IL6 IL6ST IL7 IL7R ILDR2 ILK IRAK1 IRF1 ITCH ITGA2 ITGA3 ITGA4 ITGA5 ITGA6 ITGAV ITGB1BP1 ITGB2 ITGB3 ITPKB JAG1 JAG2 JAK1 JAK2 JAK3 JAM3 JUP KANK1 KAT5 KDR KIF14 KIF26B KIFAP3 KITLG KLF4 KLHL25 KLRC4-KLRK1 KLRK1 KNG1 LAG3 LAMA1 LAMA2 LAMA3 LAMA4 LAMA5 LAMB1 LAMB2 LAMC1 LAPTM5 LAX1 LCK LDB1 LEF1 LEP LGALS1 LGALS3 LGALS9 LGALS9B LGALS9C LIF LILRB1 LILRB2 LILRB4 LIMCH1 LIMS1 LIMS2 LMO7 LOXL3 LPXN LRFN3 LRRC32 LYN MACF1 MAD1L1 MAD2L2 MAGI1 MALT1 MAP2K5 MAP3K8 MAP4K4 MAPK14 MAPK7 MARCHF7 MBP MDGA1 MDK MEGF10 MELTF METTL3 MFSD2B MIA3 MINK1 MIP MIR10A MIR125A MIR128-1 MIR138-1 MIR141 MIR146A MIR181C MIR183 MIR192 MIR21 MIR221 MIR222 MIR27A MIR27B MIR29C MIR30B MIR31 MIR503 MIR519D MIR675 MIR9-1 MIR92A1 MIR939 MIRLET7E MIRLET7G MMP12 MMP14 MMP2 MMRN1 MTOR MUC1 MUC21 MYADM MYF5 MYO10 MYOC NCK1 NCK2 NCKAP1L NDFIP1 NDNF NEDD9 NEXMIF NF1 NF2 NFAT5 NFKBID NFKBIZ NID1 NKAP NLRP3 NOD2 NODAL NOTCH1 NOTCH4 NPNT NR4A3 NRARP NRP1 NUAK1 OLFM4 ONECUT1 ONECUT2 P2RY12 P4HB PAG1 PAWR PBRM1 PCDH8 PCK1 PDCD1LG2 PDE3B PDE5A PDGFB PDPK1 PDPN PEAK1 PELI1 PHF10 PHLDB2 PIEZO1 PIK3CA PIK3CB PIK3CG PIK3R1 PIK3R2 PIK3R6 PKD1 PKHD1 PKP2 PKP4 PLA2G2A PLA2G2D PLA2G2E PLA2G2F PLA2G5 PLAU PLAUR PLEKHA2 PLET1 PLG PLPP3 PLXNA1 PLXNA2 PLXNA3 PLXNA4 PLXNB1 PLXNB2 PLXNB3 PLXNC1 PLXND1 PML PNP PODXL POLDIP2 POSTN PPARA PPM1F PPP1CB PPP1R12A PPP2CA PPP2R1A PPP3CA PRDX2 PREX1 PRKAR1A PRKCA PRKCD PRKCE PRKCQ PRKCZ PRKD2 PRKG1 PRKX PRLR PRNP PRSS2 PTAFR PTEN PTK2 PTK2B PTPN11 PTPN2 PTPN22 PTPN23 PTPN6 PTPRA PTPRC PTPRG PTPRJ PTPRO PTPRR PTPRU PYCARD RAC1 RAC2 RAC3 RAG1 RAG2 RARA RASA1 RASAL3 RASGRP1 RC3H1 RC3H2 RCC2 RDX RELA RELL2 RET RGCC RHOA RHOD RHOH RIN2 RIPK2 RIPOR2 RNASE10 RND1 ROCK1 ROCK2 RPS3 RRAS RREB1 RSU1 RUNX1 RUNX3 S100A10 S1PR1 SAA1 SART1 SASH3 SCGB1A1 SCRIB SDC4 SELE SELENOK SELP SEMA3E SEMA4D SEMA5A SEMA6A SERPINE1 SERPINE2 SERPINF2 SFRP1 SFRP2 SFTPD SH2B3 SHB SHH SIPA1 SIRPA SIRPB1 SIRPG SKAP1 SLAMF1 SLC4A2 SLC7A1 SLC9A1 SLK SMAD3 SMAD7 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SNAI2 SOCS1 SOCS5 SOCS6 SOX12 SOX13 SOX2 SOX4 SOX9 SPI1 SPINK5 SPINT2 SPN SPOCK1 SPOCK2 SPRY4 SPTA1 SRC SRF ST3GAL4 ST6GAL1 STAT5B STK4 STX3 STX4 SWAP70 SYK TACSTD2 TARM1 TBCD TBX21 TEK TENM3 TESC TESK1 TESPA1 TFE3 TFRC TGFB1 TGFB2 TGFBI TGFBR2 TGM2 THBS1 THY1 TIGIT TJP1 TLN1 TMEM102 TMEM131L TMIGD2 TNC TNF TNFAIP8L2 TNFRSF13C TNFRSF14 TNFRSF18 TNFRSF21 TNFSF11 TNFSF13B TNFSF14 TNFSF18 TNFSF4 TNFSF9 TNN TNR TNXB TPM1 TRAF6 TRIOBP TRPV4 TSC1 TSPAN32 TWSG1 TYK2 UBASH3B UNC13D UTRN VAV1 VAV3 VCAM1 VCL VEGFA VIT VNN1 VPS33B VSIG4 VSIR VTCN1 VTN VWC2 WASHC2C WDPCP WNK1 WNT1 WNT10B WNT3A WNT4 WNT5A XBP1 XCL1 YES1 YTHDF2 ZAP70 ZBTB1 ZBTB16 ZBTB7B ZC3H12A ZC3H8 ZDHHC2 ZDHHC21 ZFHX3 ZMIZ1 ZNF703 ZP3 ZP4 GOBP_REGULATION_OF_CELL_ADHESION_MEDIATED_BY_INTEGRIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CELL_ADHESION_MEDIATED_BY_INTEGRIN ACER2 ADA ADAM9 CCL21 CCL5 CD3E CIB1 CRK CRKL CXCL13 CYP1B1 DPP4 EFNA1 EPHA2 EPHA8 FERMT1 FERMT3 FOXC2 HRG IFT74 ITGB1BP1 ITGB3 JAM3 LIF LPXN LYN MUC1 NCKAP1L NEXMIF P2RY12 PDE3B PIEZO1 PIK3CG PLAU PODXL PTK2 PTPN11 PTPN6 RAC3 RET SERPINE1 SFRP2 SKAP1 SNAI2 SWAP70 SYK TESC TGFB2 WNK1 GOBP_REGULATION_OF_CELL_CELL_ADHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CELL_CELL_ADHESION ABCA12 ABL1 ABL2 ACTB ACTL6A ACTL6B ADA ADAM19 ADAM8 ADAMTS18 ADIPOQ ADORA2A ADTRP AFDN AGER AIF1 AKNA AKT1 ALOX12 ALOX5 AMBRA1 ANK3 ANXA1 AP3B1 AP3D1 APOA1 ARG1 ARG2 ARID1A ARID1B ARID2 ASCL2 ASS1 B2M B4GALNT2 BAD BCL10 BCL6 BMI1 BMP2 BMP4 BMP6 BMP7 BRD7 BTN2A2 C1QTNF1 CARD11 CASP3 CAV1 CBFB CBLB CCDC88B CCL19 CCL2 CCL21 CCL25 CCL28 CCL5 CCR2 CCR7 CD160 CD1D CD209 CD24 CD27 CD274 CD276 CD28 CD300A CD3E CD4 CD40LG CD44 CD46 CD47 CD5 CD55 CD6 CD70 CD74 CD80 CD81 CD83 CD86 CD9 CDH1 CDSN CEACAM1 CEACAM6 CEBPB CELA2A CELSR2 CHST2 CHST4 CITED2 CLEC4G CLECL1P CORO1A CR1 CRTAM CSK CTLA4 CTSG CX3CL1 CXCL12 CXCL13 CYRIB DAPL1 DENND6A DHPS DLG1 DLG5 DNAJA3 DOCK8 DPP4 DTX1 DUSP10 DUSP22 DUSP3 EBI3 EFNA5 EFNB1 EFNB2 EFNB3 EGR3 ELANE EMILIN1 EMILIN2 EPB41L5 EPCAM EPHA7 EPHB3 EPO ERBB2 ETS1 F11R FADD FCGR2B FCHO1 FERMT3 FGA FGB FGG FGL1 FGL2 FLOT1 FLOT2 FOXA1 FOXA2 FOXJ1 FOXO3 FOXP3 FSTL3 FUT3 FUT4 FUT7 FUT9 FXYD5 FYN GATA3 GCNT1 GCNT2 GLI2 GLI3 GLMN GP1BA GP6 GPAM GPNMB GTPBP4 HAS2 HAVCR2 HES1 HFE HHLA2 HLA-A HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-G HLX HMGB1 HSPD1 HSPH1 ICOS ICOSLG IDO1 IFNA2 IFNB1 IFNG IFNL1 IGF1 IGF2 IGFBP2 IHH IL10 IL12A IL12B IL12RB1 IL15 IL18 IL1A IL1B IL1RL2 IL1RN IL2 IL20RB IL21 IL23A IL23R IL2RA IL2RG IL36B IL4 IL4I1 IL4R IL6 IL6ST IL7 IL7R ILDR2 IRAK1 IRF1 ITCH ITGA4 ITGB2 ITPKB JAG1 JAK1 JAK2 JAK3 KAT5 KIF26B KIFAP3 KITLG KLF4 KLHL25 KLRC4-KLRK1 KLRK1 LAG3 LAPTM5 LAX1 LCK LEF1 LEP LGALS1 LGALS3 LGALS9 LGALS9B LGALS9C LILRB1 LILRB2 LILRB4 LOXL3 LRFN3 LRRC32 LYN MAD1L1 MAD2L2 MAGI1 MALT1 MAP2K5 MAP3K8 MAPK14 MAPK7 MARCHF7 MBP MDGA1 MDK MEGF10 METTL3 MFSD2B MIA3 MINK1 MIR125A MIR141 MIR146A MIR181C MIR21 MIR221 MIR222 MIR27A MIR30B MIR31 MIR92A1 MIRLET7E MIRLET7G MMRN1 MTOR MUC21 MYADM MYO10 NCK1 NCK2 NCKAP1L NDFIP1 NEXMIF NF2 NFAT5 NFKBID NFKBIZ NKAP NLRP3 NOD2 NODAL NOTCH1 NOTCH4 NR4A3 NRARP PAG1 PAWR PBRM1 PCDH8 PCK1 PDCD1LG2 PDE5A PDPK1 PDPN PELI1 PHF10 PIEZO1 PIK3CA PIK3R6 PKHD1 PLA2G2A PLA2G2D PLA2G2E PLA2G2F PLA2G5 PLAUR PLG PLPP3 PNP PODXL PPARA PPM1F PPP3CA PRDX2 PRKAR1A PRKCA PRKCD PRKCQ PRKCZ PRKG1 PRNP PTAFR PTK2 PTPN11 PTPN2 PTPN22 PTPN23 PTPN6 PTPRC PTPRG PTPRR PTPRU PYCARD RAG1 RAG2 RARA RASAL3 RASGRP1 RC3H1 RC3H2 RDX RELA RGCC RHOA RHOH RIPK2 RIPOR2 RNASE10 RPS3 RUNX1 RUNX3 SART1 SASH3 SCGB1A1 SCRIB SDC4 SELE SELENOK SELP SERPINE2 SERPINF2 SFTPD SH2B3 SHB SHH SIRPA SIRPB1 SIRPG SKAP1 SLAMF1 SLC4A2 SLC7A1 SMAD7 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SOCS1 SOCS5 SOCS6 SOX12 SOX13 SOX2 SOX4 SPI1 SPINT2 SPN SPTA1 SRC ST3GAL4 STAT5B SWAP70 SYK TARM1 TBX21 TENM3 TESPA1 TFRC TGFB1 TGFBR2 THY1 TIGIT TJP1 TMEM131L TMIGD2 TNF TNFAIP8L2 TNFRSF13C TNFRSF14 TNFRSF21 TNFSF11 TNFSF13B TNFSF14 TNFSF18 TNFSF4 TNFSF9 TNR TRAF6 TRPV4 TSPAN32 TWSG1 TYK2 UBASH3B VAV1 VCAM1 VEGFA VNN1 VPS33B VSIG4 VSIR VTCN1 WNK1 WNT1 WNT10B WNT3A WNT4 WNT5A XBP1 XCL1 YES1 YTHDF2 ZAP70 ZBTB1 ZBTB16 ZBTB7B ZC3H12A ZC3H8 ZDHHC2 ZDHHC21 ZMIZ1 ZNF703 ZP3 ZP4 GOBP_REGULATION_OF_CELL_CELL_ADHESION_MEDIATED_BY_CADHERIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CELL_CELL_ADHESION_MEDIATED_BY_CADHERIN ADAM19 AFDN BMP6 DENND6A EPCAM FLOT1 FOXA1 FOXA2 MAD2L2 NEXMIF NOTCH1 NOTCH4 PLG PPM1F PTPRU RGCC SERPINF2 TJP1 VEGFA WNT3A WNT5A GOBP_REGULATION_OF_CELL_CELL_ADHESION_MEDIATED_BY_INTEGRIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CELL_CELL_ADHESION_MEDIATED_BY_INTEGRIN ADA CCL5 CD3E CXCL13 DPP4 FERMT3 PIEZO1 PODXL SKAP1 SWAP70 WNK1 GOBP_REGULATION_OF_CELL_CHEMOTAXIS_TO_FIBROBLAST_GROWTH_FACTOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CELL_CHEMOTAXIS_TO_FIBROBLAST_GROWTH_FACTOR CXCL13 FGF1 FGF16 FGF18 FGF2 FGF4 FGFR1 MIR149 MIR15A MIR16-1 MIR424 GOBP_REGULATION_OF_CELL_COMMUNICATION_BY_ELECTRICAL_COUPLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CELL_COMMUNICATION_BY_ELECTRICAL_COUPLING ANK3 CALM1 CALM2 CALM3 CAMK2D CASQ2 CAV1 GJA5 GJD3 HRC IRX3 PDE4D SLC8A1 SRI TBX5 TRDN GOBP_REGULATION_OF_CELL_COMMUNICATION_BY_ELECTRICAL_COUPLING_INVOLVED_IN_CARDIAC_CONDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CELL_COMMUNICATION_BY_ELECTRICAL_COUPLING_INVOLVED_IN_CARDIAC_CONDUCTION CALM1 CALM2 CALM3 CAMK2D CAV1 GJD3 HRC IRX3 PDE4D SRI TBX5 TRDN GOBP_REGULATION_OF_CELL_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CELL_CYCLE AATF ABL1 ABRAXAS1 ACTB ACTL6A ACTL6B ACTR5 ACTR8 ACVR1 ADAM17 ADAMTS1 ADARB1 ADCYAP1 AFAP1L2 AHCTF1 AICDA AIF1 AKT1 AKT2 ALMS1 ALOX15B AMBRA1 ANAPC1 ANAPC10 ANAPC11 ANAPC13 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 ANGEL2 ANKK1 ANKRD17 ANKRD31 ANKRD53 ANLN ANXA1 APBB1 APBB2 APC APP APPL1 APPL2 ARID1A ARID1B ARID2 ASAH2 ASCL1 ASNS ASPM ATAD5 ATF2 ATF5 ATM ATP2B4 ATR ATRIP ATRX AURKA AURKAIP1 AURKB AURKC AVEN AXIN2 BABAM1 BABAM2 BAK1 BAP1 BARD1 BAX BAZ1B BBS4 BCCIP BCL2 BCL2L1 BCL2L11 BCL6 BCL7A BCL7B BCL7C BCR BECN1 BEX2 BID BIN1 BIRC2 BIRC3 BIRC5 BIRC6 BIRC7 BIRC8 BLM BMAL1 BMP2 BMP4 BMP7 BOP1 BORA BRCA1 BRCA2 BRCC3 BRD4 BRD7 BRD8 BRINP1 BRINP2 BRINP3 BRIP1 BRSK1 BTC BTG1 BTG2 BTG3 BTG4 BTN2A2 BTRC BUB1 BUB1B BUB3 C10orf90 C6orf89 C9orf78 CABLES1 CABLES2 CACNB4 CALM1 CALM2 CALM3 CALR CAMSAP3 CASP2 CASP3 CAV2 CCAR2 CCDC57 CCDC8 CCL2 CCNA1 CCNA2 CCNB1 CCNB2 CCNB3 CCND1 CCND2 CCND3 CCNDBP1 CCNE1 CCNE2 CCNF CCNG1 CCNG2 CCNH CCNI CCNI2 CCNJ CCNJL CCNK CCNL1 CCNL2 CCNO CCNP CCNQ CCNT1 CCNT2 CCNY CCP110 CCPG1 CCSAP CD28 CDC123 CDC14A CDC14B CDC14C CDC16 CDC20 CDC23 CDC25A CDC25B CDC25C CDC26 CDC27 CDC37 CDC42 CDC45 CDC5L CDC6 CDC7 CDC73 CDCA2 CDCA5 CDCA8 CDK1 CDK10 CDK11A CDK11B CDK12 CDK13 CDK14 CDK15 CDK16 CDK17 CDK18 CDK19 CDK2 CDK20 CDK2AP2 CDK3 CDK4 CDK5 CDK5R1 CDK5R2 CDK5RAP1 CDK5RAP2 CDK5RAP3 CDK6 CDK7 CDK8 CDK9 CDKL1 CDKL2 CDKL3 CDKL4 CDKL5 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CDKN2D CDKN3 CDT1 CEBPA CENATAC CENPE CENPF CENPJ CENPV CEP120 CEP131 CEP250 CEP295 CEP295NL CEP63 CEP76 CEP85 CEP97 CETN2 CGREF1 CGRRF1 CHEK1 CHEK2 CHFR CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CHORDC1 CIT CITED2 CKS1B CKS2 CLOCK CLSPN CLTC CNTD1 COPS5 CPSF3 CRADD CRLF3 CRNN CRY1 CSNK2A1 CSNK2A2 CSPP1 CTBP1 CTC1 CTCF CTDSP1 CTDSP2 CTDSPL CTNNB1 CUL3 CUL4A CUL4B CUL7 CUL9 CXCR5 CYLD CYP1A1 DAB2IP DACH1 DACT1 DAPK3 DBF4 DBF4B DCDC1 DCTN1 DCUN1D3 DDB1 DDIAS DDIT3 DDR2 DDRGK1 DDX11 DDX39B DDX3X DHCR24 DIRAS3 DLG1 DLGAP5 DMAP1 DMRT1 DNA2 DONSON DOT1L DPF1 DPF2 DPF3 DR1 DRD2 DRD3 DRG1 DTL DTX3L DUSP1 DUSP3 DUX4 DYNC1H1 DYNC1LI1 DYNLT3 DYRK3 E2F1 E2F2 E2F7 E2F8 E4F1 ECD ECT2 EDN1 EDN3 EGF EGFR EIF2AK4 EIF4E EIF4EBP1 EIF4G1 EIF4G2 EME1 EME2 EML3 ENSG00000170846 ENSG00000266560 ENTR1 EP400 EPC1 EPC2 EPGN ERCC2 ERCC3 ERCC6 EREG ESPL1 ESX1 ETAA1 EVI2B EZH2 FAM107A FAM83D FANCD2 FAP FBXO31 FBXO4 FBXO43 FBXO5 FBXO6 FBXO7 FBXW5 FBXW7 FEM1B FEN1 FGF10 FGF2 FGF8 FGFR2 FHL1 FIGNL1 FLCN FOSL1 FOXA1 FOXC1 FOXE3 FOXG1 FOXM1 FOXN3 FOXO4 FSD1 FZD3 FZD9 FZR1 GADD45A GADD45B GADD45G GAS1 GAS2 GATA3 GBF1 GEN1 GFI1B GIGYF2 GIPC1 GIT1 GJC2 GLI1 GML GMNC GMNN GNAI1 GPER1 GPNMB GPR132 GPR15LG GPR3 GPSM2 GRK5 GTF2H1 GTPBP4 GTSE1 H2AX HASPIN HBP1 HCFC1 HDAC3 HECA HECW2 HEPACAM HERC5 HES1 HEXIM1 HEXIM2 HHEX HINFP HIPK2 HLA-G HMGA2 HNRNPU HORMAD1 HOXA13 HOXC9 HOXD10 HPGD HRAS HSF1 HSP90AB1 HSPA1A HSPA1B HSPA2 HSPA8 HTRA2 HUS1 HUS1B HYAL1 ID2 IER3 IFNW1 IGF1 IGF1R IGF2 IHO1 IK IL10 IL1A IL1B INCA1 INCENP ING3 ING4 ING5 INHA INHBA INIP INO80 INO80B INO80C INO80D INO80E INS INSM1 INSM2 INSR INTS13 INTS3 INTS7 IPO5 IPO7 IQGAP1 IRF1 ITGB1 JADE1 JADE2 JADE3 JUN JUNB JUND KANK2 KAT14 KAT2A KAT2B KAT5 KAT7 KCNA5 KCNH5 KIF11 KIF13A KIF14 KIF20A KIF20B KIF23 KIF25 KIF2B KIF2C KIF3B KLF4 KLHL13 KLHL18 KLHL21 KLHL22 KLHL9 KMT2E KNL1 KNSTRN KNTC1 L3MBTL1 LATS1 LATS2 LCMT1 LEP LFNG LGMN LIF LILRB1 LIN9 LRP5 LRP6 LSM10 LSM11 MACROH2A1 MAD1L1 MAD2L1 MAD2L1BP MAD2L2 MADD MAEA MAGEA4 MAGEA5P MAP10 MAP2K6 MAP3K20 MAP3K7 MAP9 MAPK12 MAPK14 MAPK15 MAPRE3 MARK4 MASTL MBIP MBLAC1 MBTD1 MBTPS1 MBTPS2 MCIDAS MCPH1 MCRS1 MDC1 MDM1 MDM2 MDM4 MEAF6 MECOM MECP2 MED1 MEIOC MEIOSIN MEIS2 MEN1 MEPCE METTL13 METTL3 MIIP MIR103A1 MIR10A MIR133A1 MIR133B MIR134 MIR137 MIR15A MIR15B MIR16-1 MIR193A MIR195 MIR19B1 MIR200B MIR208A MIR21 MIR214 MIR221 MIR222 MIR26A1 MIR26B MIR29A MIR29B1 MIR29C MIR30C2 MIR34A MIR362 MIR372 MIR424 MIR451A MIR495 MIR503 MIR515-1 MIR519D MIR520A MIR520H MIR590 MIR638 MIR711 MIR873 MIR892B MKI67 MLF1 MN1 MNAT1 MNT MOK MORF4L1 MORF4L2 MOS MRE11 MRGBP MRGPRX2 MRNIP MSH2 MSX1 MSX2 MTA3 MTBP MUC1 MUS81 MX2 MYBBP1A MYC MYO16 MYO19 MYOCD MYOG NAA10 NABP1 NABP2 NACC2 NAE1 NANOGP8 NANOS2 NANOS3 NAT10 NBN NCAPD2 NCAPD3 NCAPG NCAPG2 NCAPH NCAPH2 NDC80 NEK10 NEK11 NEK2 NEK6 NEK7 NEK9 NEUROG1 NF2 NFRKB NHERF1 NKX3-1 NLE1 NLRP2B NME6 NOP53 NPM1 NPM2 NPPC NPR2 NR2E1 NR2F2 NR4A1 NSFL1C NSMCE2 NSUN2 NUBP1 NUDT16 NUDT6 NUF2 NUGGC NUMA1 NUP214 NUP62 NUPR1 NUPR2 NUSAP1 OBSL1 OOEP OPN1LW OPN1MW OPN1MW2 OR1A2 OR2A4 ORC1 OVOL1 PABIR1 PAF1 PAFAH1B1 PAGR1 PARP3 PARP9 PAXIP1 PBRM1 PBX1 PCID2 PCLAF PDCD6IP PDE3A PDGFB PDGFRB PDXP PER2 PES1 PHACTR4 PHB2 PHF10 PHIP PHOX2B PIDD1 PIK3C3 PIK3R4 PIM2 PIM3 PIN1 PINX1 PIWIL2 PKD1 PKD2 PKHD1 PKIA PKMYT1 PKN2 PKP4 PLAGL1 PLCB1 PLCG2 PLK1 PLK2 PLK3 PLK4 PLK5 PLRG1 PLSCR1 PML PNPT1 POLDIP2 POU4F1 PPM1A PPM1G PPP1R10 PPP1R13B PPP1R15A PPP1R35 PPP1R9B PPP2CA PPP2R1A PPP2R3B PPP2R5B PRAP1 PRC1 PRCC PRDM11 PRDM7 PRDM9 PRKACA PRKCA PRKCE PRKDC PRMT2 PRMT5 PRNP PROX1 PRPF19 PRPF40A PRR11 PSMA8 PSMD10 PSME1 PSME2 PSME3 PSMG2 PSRC1 PTCH1 PTEN PTGS2 PTK6 PTPN11 PTPN3 PTPN6 PTPRC PTPRK PUM1 PUM2 RAB11A RAB11FIP3 RAB11FIP4 RAB6C RACGAP1 RACK1 RAD1 RAD17 RAD18 RAD21 RAD23A RAD50 RAD51 RAD51AP1 RAD51B RAD51C RAD51D RAD9A RAD9B RAE1 RANBP1 RARA RB1 RBBP8 RBL1 RBL2 RBM14 RBM46 RCC1 RCC2 RDX RFPL1 RFWD3 RGCC RHEB RHNO1 RHOA RHOB RINT1 RIOK2 RMI2 RNASEH2B RNF112 RNF167 RNF20 RNF4 RNF40 ROCK2 RPA2 RPA3 RPA4 RPL23 RPL26 RPRD1B RPRM RPS15A RPS27L RPS6KA2 RPS6KB1 RPTOR RRM1 RRM2 RRM2B RRP8 RUNX3 RUVBL1 RUVBL2 RXFP3 SASS6 SCAND3 SCRIB SDCBP SDE2 SENP6 SERTAD1 SETD2 SETMAR SFN SFRP1 SGF29 SGSM3 SH2B1 SH3GLB1 SHB SIK1 SIN3A SIPA1 SIRT1 SIRT2 SIX3 SKIL SKP2 SLC6A4 SLF1 SLF2 SLFN11 SMARCA2 SMARCA4 SMARCA5 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMC2 SMC4 SMC5 SMC6 SMIM22 SMOC2 SMPD3 SND1 SON SOX15 SOX2 SOX9 SPAG5 SPAST SPATA22 SPC24 SPC25 SPDL1 SPDYA SPHK1 SPICE1 SRA1 SRPK2 SSTR5 STAT3 STAT5B STIL STK11 STK33 STOX1 STRA8 STXBP4 SUSD2 SUV39H1 SVIL SYF2 TACC3 TADA2A TADA3 TAF1 TAF6 TAL1 TAOK1 TAOK2 TAOK3 TARDBP TAS1R2 TAS2R13 TBRG1 TBRG4 TBX2 TBX20 TBX3 TCIM TELO2 TENT5B TERF1 TERF2 TERT TEX14 TFAP4 TFDP1 TFDP2 TFDP3 TFPT TGFA TGFB1 TGFB2 TGFBR1 TGM1 THAP1 THAP5 THOC1 THOC5 TICRR TIMELESS TIPIN TIPRL TM4SF5 TMEM14B TMEM67 TMEM8B TMOD3 TNF TNKS TOM1L1 TOM1L2 TOPBP1 TP53 TP53BP1 TP53BP2 TP53I13 TP53INP1 TP73 TPR TPRA1 TPX2 TREX1 TRIAP1 TRIM21 TRIM32 TRIM35 TRIM36 TRIM37 TRIM39 TRIP13 TRNP1 TRRAP TSC1 TSC2 TSG101 TSPYL2 TTBK1 TTC28 TTI1 TTI2 TTK TTL TTLL12 TXLNG UBA3 UBD UBE2B UBE2C UBE2E2 UBXN2B UCHL5 UFL1 UHMK1 UHRF2 UIMC1 USP16 USP17L2 USP19 USP2 USP22 USP28 USP44 USP47 USP51 UVRAG VASH1 VPS4A VPS4B VPS72 WAC WAPL WDR12 WDR5 WDR62 WDR76 WEE1 WEE2 WIZ WNK1 WNT10B WNT4 WNT5A XIAP XPC XPO1 XRCC3 YEATS2 YEATS4 YTHDC2 YTHDF2 YWHAE YY1 YY1AP1 ZBTB17 ZBTB49 ZFP36L1 ZFP36L2 ZFYVE19 ZFYVE26 ZMPSTE24 ZNF16 ZNF207 ZNF268 ZNF655 ZNF703 ZNF830 ZNRF4 ZPR1 ZW10 ZWILCH ZWINT ZZZ3 GOBP_REGULATION_OF_CELL_CYCLE_CHECKPOINT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CELL_CYCLE_CHECKPOINT ANAPC15 AURKB BABAM2 BARD1 BIRC5 BRCA1 BRCA2 BRCC3 CCAR2 CCNB1 CDCA8 CDK5RAP2 CRY1 CUL4A DDX39B DUSP1 DYNC1LI1 ETAA1 FBXO4 FEM1B GEN1 INCENP KNL1 LCMT1 MAD1L1 MAD2L1 MAD2L1BP MAP3K20 NDC80 PCID2 PPP1R10 PRAP1 PROX1 RAD51 RFWD3 RNASEH2B RPA2 TELO2 THOC1 THOC5 TPR TTI1 TTI2 USP44 WDR76 XRCC3 GOBP_REGULATION_OF_CELL_CYCLE_G1_S_PHASE_TRANSITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CELL_CYCLE_G1_S_PHASE_TRANSITION ACTB ACTL6A ACTL6B ACVR1 ADAM17 ADAMTS1 AIF1 AKT1 AMBRA1 ANKRD17 ANXA1 APBB1 APC APPL1 APPL2 ARID1A ARID1B ARID2 ATM ATP2B4 BCL2 BCL7A BCL7B BCL7C BID BRD7 BTN2A2 CACNB4 CASP2 CCL2 CCND1 CCND2 CCNH CDC6 CDC73 CDK10 CDK2 CDK2AP2 CDK7 CDKN1A CDKN1B CDKN2A CDKN2B CDKN2C CDKN2D CENPJ CHEK2 CPSF3 CRADD CRLF3 CRNN CTDSP1 CTDSP2 CTDSPL CUL4A CUL4B CYP1A1 DACT1 DCUN1D3 DDR2 DDRGK1 DDX3X DLG1 DPF1 DPF2 DPF3 E2F1 E2F7 ECD EGFR EIF4G1 EZH2 FAM107A FAM83D FBXO31 FBXO7 FBXW7 FGF10 FHL1 GFI1B GIGYF2 GJC2 GLI1 GML GPNMB GPR15LG GTSE1 HYAL1 ID2 INHBA INO80 JADE1 KANK2 KCNA5 KIF14 KLF4 KMT2E LSM10 LSM11 MBLAC1 MDM2 MEPCE METTL13 MIR10A MIR133A1 MIR133B MIR137 MIR15A MIR15B MIR16-1 MIR193A MIR208A MIR214 MIR221 MIR222 MIR26A1 MIR29A MIR29B1 MIR29C MIR30C2 MIR362 MIR372 MIR451A MIR495 MIR503 MIR515-1 MIR519D MIR520A MIR520H MIR638 MIR873 MIR892B MLF1 MN1 MNAT1 MTBP MUC1 MYO16 NACC2 NANOGP8 PAF1 PAGR1 PBRM1 PHB2 PHF10 PIDD1 PKD1 PKD2 PLCB1 PLCG2 PLK2 PLK3 PLK5 PLRG1 PML PPP2CA PRAP1 PRKDC PRMT2 PSME1 PSME2 PSME3 PTEN PTPN6 RB1 RBL1 RBL2 RDX RFWD3 RGCC RPA2 RPL26 RPS27L RPTOR RRM1 RRM2 SASS6 SDE2 SLFN11 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SOX2 STIL STOX1 STXBP4 SUSD2 TAF1 TBX2 TCIM TERT TFDP1 TFDP3 TM4SF5 TMEM14B TP53 TREX1 TRIAP1 TRIM39 UBE2E2 WAC WEE1 ZNF655 GOBP_REGULATION_OF_CELL_CYCLE_G2_M_PHASE_TRANSITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CELL_CYCLE_G2_M_PHASE_TRANSITION ABRAXAS1 APP ATAD5 ATF5 ATM AURKA AURKB AVEN BABAM1 BABAM2 BARD1 BLM BRCA1 BRCC3 BRD4 BRSK1 CCNB1 CCND1 CCNG1 CCNQ CDC14B CDC25A CDC25B CDC25C CDC6 CDC7 CDK1 CDK2 CDK3 CDK4 CDK5RAP3 CDK6 CDKN1A CENPF CHEK1 CHFR CHMP4C CLSPN CTC1 DBF4B DONSON DTL DYRK3 FBXO5 FHL1 FOXN3 FOXO4 FZR1 GPR132 HSPA2 HUS1 HUS1B IER3 ING4 INIP INTS3 KCNH5 KIF14 MACROH2A1 MBTPS1 MBTPS2 MECP2 MIIP MIR195 MIR19B1 MRE11 MRNIP MTA3 NABP1 NABP2 NAE1 NBN NEK10 NOP53 NPM1 ORC1 PABIR1 PAXIP1 PBX1 PHOX2B PINX1 PKIA PKMYT1 PLK1 RAB11A RAD17 RAD21 RAD50 RAD51B RAD51C RBBP8 RCC2 RFPL1 RINT1 RNASEH2B RRM1 RRM2B SIN3A SMARCD3 STOX1 SYF2 TAOK1 TAOK2 TAOK3 TICRR TOPBP1 TP53 TRIM39 UIMC1 USP17L2 USP47 VPS4A VPS4B WNT10B ZFYVE19 ZNF830 GOBP_REGULATION_OF_CELL_CYCLE_PHASE_TRANSITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CELL_CYCLE_PHASE_TRANSITION ABRAXAS1 ACTB ACTL6A ACTL6B ACVR1 ADAM17 ADAMTS1 AIF1 AKT1 AMBRA1 ANAPC11 ANAPC15 ANAPC4 ANAPC5 ANAPC7 ANKRD17 ANLN ANXA1 APBB1 APBB2 APC APP APPL1 APPL2 ARID1A ARID1B ARID2 ATAD5 ATF2 ATF5 ATM ATP2B4 ATR ATRIP AURKA AURKB AVEN BABAM1 BABAM2 BARD1 BCL2 BCL7A BCL7B BCL7C BID BIRC5 BLM BRCA1 BRCA2 BRCC3 BRD4 BRD7 BRIP1 BRSK1 BTN2A2 BUB1 BUB1B BUB3 CACNB4 CAMSAP3 CASP2 CCAR2 CCL2 CCNB1 CCND1 CCND2 CCNG1 CCNH CCNQ CDC14A CDC14B CDC14C CDC16 CDC20 CDC23 CDC25A CDC25B CDC25C CDC45 CDC5L CDC6 CDC7 CDC73 CDCA5 CDCA8 CDK1 CDK10 CDK2 CDK2AP2 CDK3 CDK4 CDK5RAP2 CDK5RAP3 CDK6 CDK7 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CDKN2D CDT1 CENPE CENPF CENPJ CEP63 CHEK1 CHEK2 CHFR CHMP4C CLOCK CLSPN CPSF3 CRADD CRLF3 CRNN CRY1 CTC1 CTDSP1 CTDSP2 CTDSPL CUL3 CUL4A CUL4B CYP1A1 DACT1 DBF4 DBF4B DCUN1D3 DDB1 DDR2 DDRGK1 DDX39B DDX3X DLG1 DLGAP5 DNA2 DONSON DOT1L DPF1 DPF2 DPF3 DTL DTX3L DUSP1 DYNC1LI1 DYRK3 E2F1 E2F7 ECD EGFR EIF2AK4 EIF4G1 EME1 EME2 ERCC2 ERCC3 ERCC6 ESPL1 ETAA1 EZH2 FAM107A FAM83D FANCD2 FBXO31 FBXO4 FBXO5 FBXO6 FBXO7 FBXW7 FEM1B FGF10 FHL1 FOXN3 FOXO4 FZR1 GEN1 GFI1B GIGYF2 GJC2 GLI1 GML GPNMB GPR132 GPR15LG GTSE1 H2AX HASPIN HECW2 HINFP HORMAD1 HSPA2 HUS1 HUS1B HYAL1 ID2 IER3 IK INCENP ING4 INHBA INIP INO80 INTS3 INTS7 JADE1 KANK2 KCNA5 KCNH5 KIF14 KLF4 KLHL18 KLHL22 KMT2E KNL1 KNTC1 LCMT1 LSM10 LSM11 MACROH2A1 MAD1L1 MAD2L1 MAD2L1BP MAD2L2 MAP3K20 MAPK14 MAPK15 MBLAC1 MBTPS1 MBTPS2 MDC1 MDM2 MECP2 MEPCE METTL13 MIIP MIR10A MIR133A1 MIR133B MIR137 MIR15A MIR15B MIR16-1 MIR193A MIR195 MIR19B1 MIR208A MIR214 MIR221 MIR222 MIR26A1 MIR29A MIR29B1 MIR29C MIR30C2 MIR362 MIR372 MIR451A MIR495 MIR503 MIR515-1 MIR519D MIR520A MIR520H MIR638 MIR873 MIR892B MLF1 MN1 MNAT1 MOS MRE11 MRNIP MSH2 MTA3 MTBP MUC1 MUS81 MYO16 NABP1 NABP2 NACC2 NAE1 NANOGP8 NBN NDC80 NEK10 NEK11 NEK6 NEUROG1 NOP53 NPM1 NPM2 NSMCE2 NSUN2 NUF2 ORC1 OVOL1 PABIR1 PAF1 PAGR1 PARP9 PAXIP1 PBRM1 PBX1 PCID2 PHB2 PHF10 PHOX2B PIDD1 PINX1 PKD1 PKD2 PKIA PKMYT1 PLCB1 PLCG2 PLK1 PLK2 PLK3 PLK5 PLRG1 PML PPP1R10 PPP1R9B PPP2CA PRAP1 PRKDC PRMT2 PROX1 PRPF19 PSME1 PSME2 PSME3 PSMG2 PTEN PTPN11 PTPN6 RAB11A RAD1 RAD17 RAD21 RAD50 RAD51 RAD51B RAD51C RAD9A RAD9B RB1 RBBP8 RBL1 RBL2 RCC2 RDX RFPL1 RFWD3 RGCC RHNO1 RINT1 RIOK2 RNASEH2B RPA2 RPA4 RPL26 RPS27L RPTOR RRM1 RRM2 RRM2B SASS6 SDE2 SETMAR SIN3A SIRT2 SIX3 SLFN11 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SOX2 SPC24 SPC25 SPDL1 STIL STK33 STOX1 STXBP4 SUSD2 SYF2 TAF1 TAOK1 TAOK2 TAOK3 TBX2 TCIM TELO2 TERT TEX14 TFAP4 TFDP1 TFDP3 THOC1 THOC5 TICRR TIMELESS TIPIN TIPRL TM4SF5 TMEM14B TMOD3 TOPBP1 TP53 TP53BP1 TPR TPRA1 TREX1 TRIAP1 TRIM39 TRIP13 TTI1 TTI2 TTK UBD UBE2C UBE2E2 UFL1 UIMC1 USP17L2 USP28 USP44 USP47 VPS4A VPS4B WAC WDR76 WEE1 WNT10B XPC XRCC3 ZFP36L1 ZFP36L2 ZFYVE19 ZNF16 ZNF207 ZNF655 ZNF830 ZW10 ZWILCH ZWINT GOBP_REGULATION_OF_CELL_CYCLE_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CELL_CYCLE_PROCESS ABRAXAS1 ACTB ACTL6A ACTL6B ACVR1 ADAM17 ADAMTS1 AHCTF1 AICDA AIF1 AKT1 ALMS1 AMBRA1 ANAPC1 ANAPC11 ANAPC15 ANAPC2 ANAPC4 ANAPC5 ANAPC7 ANKK1 ANKRD17 ANKRD31 ANKRD53 ANLN ANXA1 APBB1 APBB2 APC APP APPL1 APPL2 ARID1A ARID1B ARID2 ATAD5 ATF2 ATF5 ATM ATP2B4 ATR ATRIP ATRX AURKA AURKAIP1 AURKB AURKC AVEN AXIN2 BABAM1 BABAM2 BARD1 BAZ1B BBS4 BCL2 BCL2L1 BCL6 BCL7A BCL7B BCL7C BECN1 BID BIN1 BIRC5 BIRC6 BLM BMP4 BMP7 BORA BRCA1 BRCA2 BRCC3 BRD4 BRD7 BRIP1 BRSK1 BTC BTN2A2 BUB1 BUB1B BUB3 C10orf90 C9orf78 CACNB4 CALM1 CALM2 CALM3 CALR CAMSAP3 CASP2 CAV2 CCAR2 CCDC8 CCL2 CCNB1 CCND1 CCND2 CCNF CCNG1 CCNH CCNL1 CCNL2 CCNQ CCP110 CCSAP CD28 CDC14A CDC14B CDC14C CDC16 CDC20 CDC23 CDC25A CDC25B CDC25C CDC27 CDC42 CDC45 CDC5L CDC6 CDC7 CDC73 CDCA2 CDCA5 CDCA8 CDK1 CDK10 CDK2 CDK2AP2 CDK3 CDK4 CDK5RAP2 CDK5RAP3 CDK6 CDK7 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CDKN2D CDT1 CENATAC CENPE CENPF CENPJ CENPV CEP120 CEP131 CEP250 CEP295 CEP295NL CEP63 CEP76 CEP85 CEP97 CETN2 CHEK1 CHEK2 CHFR CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CHORDC1 CIT CLOCK CLSPN CLTC CPSF3 CRADD CRLF3 CRNN CRY1 CSNK2A1 CSNK2A2 CSPP1 CTC1 CTCF CTDSP1 CTDSP2 CTDSPL CTNNB1 CUL3 CUL4A CUL4B CUL7 CUL9 CXCR5 CYP1A1 DAB2IP DACH1 DACT1 DAPK3 DBF4 DBF4B DCDC1 DCTN1 DCUN1D3 DDB1 DDR2 DDRGK1 DDX11 DDX39B DDX3X DLG1 DLGAP5 DMRT1 DNA2 DONSON DOT1L DPF1 DPF2 DPF3 DRD2 DRD3 DRG1 DTL DTX3L DUSP1 DUX4 DYNC1H1 DYNC1LI1 DYRK3 E2F1 E2F7 E2F8 E4F1 ECD ECT2 EDN1 EDN3 EGF EGFR EIF2AK4 EIF4G1 EME1 EME2 EML3 ENSG00000266560 ENTR1 EPGN ERCC2 ERCC3 ERCC6 EREG ESPL1 ETAA1 EZH2 FAM107A FAM83D FANCD2 FBXO31 FBXO4 FBXO43 FBXO5 FBXO6 FBXO7 FBXW5 FBXW7 FEM1B FEN1 FGF10 FGF8 FHL1 FLCN FOXN3 FOXO4 FSD1 FZR1 GEN1 GFI1B GIGYF2 GIPC1 GIT1 GJC2 GLI1 GML GNAI1 GPER1 GPNMB GPR132 GPR15LG GPR3 GPSM2 GTSE1 H2AX HASPIN HECW2 HINFP HLA-G HMGA2 HNRNPU HORMAD1 HOXA13 HSPA1A HSPA1B HSPA2 HUS1 HUS1B HYAL1 ID2 IER3 IGF1 IGF1R IGF2 IHO1 IK IL1A IL1B INCENP ING4 INHBA INIP INO80 INS INSM1 INSM2 INSR INTS3 INTS7 JADE1 KANK2 KAT2A KAT2B KAT5 KCNA5 KCNH5 KIF11 KIF13A KIF14 KIF20A KIF20B KIF23 KIF25 KIF2B KIF2C KIF3B KLF4 KLHL13 KLHL18 KLHL21 KLHL22 KLHL9 KMT2E KNL1 KNSTRN KNTC1 L3MBTL1 LCMT1 LIF LRP5 LSM10 LSM11 MACROH2A1 MAD1L1 MAD2L1 MAD2L1BP MAD2L2 MAGEA5P MAP10 MAP3K20 MAP9 MAPK14 MAPK15 MARK4 MBLAC1 MBTPS1 MBTPS2 MCPH1 MDC1 MDM1 MDM2 MECP2 MED1 MEIOSIN MEPCE METTL13 MIIP MIR10A MIR133A1 MIR133B MIR137 MIR15A MIR15B MIR16-1 MIR193A MIR195 MIR19B1 MIR208A MIR214 MIR221 MIR222 MIR26A1 MIR29A MIR29B1 MIR29C MIR30C2 MIR362 MIR372 MIR424 MIR451A MIR495 MIR503 MIR515-1 MIR519D MIR520A MIR520H MIR638 MIR873 MIR892B MKI67 MLF1 MN1 MNAT1 MOS MRE11 MRGPRX2 MRNIP MSH2 MSX1 MSX2 MTA3 MTBP MUC1 MUS81 MYBBP1A MYC MYO16 MYO19 NAA10 NABP1 NABP2 NACC2 NAE1 NANOGP8 NANOS2 NAT10 NBN NCAPD2 NCAPD3 NCAPG NCAPG2 NCAPH NCAPH2 NDC80 NEK10 NEK11 NEK2 NEK6 NEUROG1 NME6 NOP53 NPM1 NPM2 NPR2 NSFL1C NSMCE2 NSUN2 NUBP1 NUDT16 NUF2 NUGGC NUMA1 NUP62 NUSAP1 OBSL1 OOEP OPN1LW OPN1MW OPN1MW2 OR1A2 OR2A4 ORC1 OVOL1 PABIR1 PAF1 PAGR1 PARP3 PARP9 PAXIP1 PBRM1 PBX1 PCID2 PDCD6IP PDE3A PDGFB PDGFRB PDXP PHB2 PHF10 PHIP PHOX2B PIDD1 PIK3C3 PIK3R4 PIN1 PINX1 PIWIL2 PKD1 PKD2 PKHD1 PKIA PKMYT1 PKN2 PKP4 PLCB1 PLCG2 PLK1 PLK2 PLK3 PLK4 PLK5 PLRG1 PLSCR1 PML POLDIP2 PPP1R10 PPP1R35 PPP1R9B PPP2CA PPP2R1A PPP2R5B PRAP1 PRC1 PRDM7 PRDM9 PRKCE PRKDC PRMT2 PRMT5 PROX1 PRPF19 PRPF40A PSMA8 PSME1 PSME2 PSME3 PSMG2 PSRC1 PTEN PTPN11 PTPN6 PUM1 PUM2 RAB11A RAB11FIP3 RAB11FIP4 RAB6C RACGAP1 RAD1 RAD17 RAD18 RAD21 RAD50 RAD51 RAD51AP1 RAD51B RAD51C RAD9A RAD9B RAE1 RANBP1 RB1 RBBP8 RBL1 RBL2 RBM14 RCC1 RCC2 RDX RFPL1 RFWD3 RGCC RHNO1 RHOA RINT1 RIOK2 RMI2 RNASEH2B RNF4 ROCK2 RPA2 RPA4 RPL23 RPL26 RPRD1B RPS27L RPS6KA2 RPTOR RRM1 RRM2 RRM2B RRP8 RXFP3 SASS6 SDE2 SENP6 SETD2 SETMAR SFRP1 SH2B1 SH3GLB1 SIN3A SIRT1 SIRT2 SIX3 SLF1 SLF2 SLFN11 SMARCA2 SMARCA4 SMARCA5 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMC2 SMC4 SMC5 SMC6 SMPD3 SND1 SOX15 SOX2 SOX9 SPAG5 SPAST SPC24 SPC25 SPDL1 SPHK1 SPICE1 SSTR5 STIL STK33 STOX1 STRA8 STXBP4 SUSD2 SVIL SYF2 TACC3 TAF1 TAOK1 TAOK2 TAOK3 TAS1R2 TAS2R13 TBX2 TBX20 TCIM TELO2 TERF1 TERF2 TERT TEX14 TFAP4 TFDP1 TFDP3 TGFA THOC1 THOC5 TICRR TIMELESS TIPIN TIPRL TM4SF5 TMEM14B TMEM67 TMOD3 TNF TNKS TOM1L1 TOM1L2 TOPBP1 TP53 TP53BP1 TPR TPRA1 TPX2 TREX1 TRIAP1 TRIM37 TRIM39 TRIP13 TTI1 TTI2 TTK TXLNG UBD UBE2B UBE2C UBE2E2 UBXN2B UFL1 UIMC1 USP17L2 USP19 USP28 USP44 USP47 USP51 UVRAG VPS4A VPS4B WAC WAPL WDR62 WDR76 WEE1 WEE2 WIZ WNK1 WNT10B WNT4 WNT5A XPC XPO1 XRCC3 YTHDF2 ZFP36L1 ZFP36L2 ZFYVE19 ZFYVE26 ZMPSTE24 ZNF16 ZNF207 ZNF655 ZNF830 ZW10 ZWILCH ZWINT GOBP_REGULATION_OF_CELL_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CELL_DEVELOPMENT ABCB10 ABCC8 ABL1 ACAN ACE ACIN1 ACTB ACTL6A ACTL6B ACTN3 ACVR1B ACVR2A ADA ADAM8 ADCY10 ADD1 ADGRA2 ADIPOQ ADNP AGER AKT1 AMBRA1 AMIGO1 ANAPC2 ANKRD27 ANKRD54 ANXA1 ANXA2 AP3B1 AP3D1 APCS APPL2 ARHGAP4 ARID1A ARID1B ARID2 ARMCX5-GPRASP2 ARNT ASCL1 ASCL2 ASPA ASPM ATOH1 AURKA AXIN2 AXL B2M BAD BAIAP2 BATF BCAN BCL11A BCL2 BCL6 BDNF BGLAP BHLHE40 BHLHE41 BIN1 BMAL1 BMP2 BMP4 BMP7 BMPR1A BMPR2 BNC1 BRAF BRD1 BRD7 BRINP1 BRPF1 BRPF3 BTG2 BTK BTN2A2 C1QC CAMK2B CAMK4 CAPRIN1 CAPRIN2 CARD11 CARTPT CASP8 CAV3 CBFB CCL11 CCL19 CCL3 CCR1 CCR2 CD101 CD2 CD27 CD28 CD4 CD46 CD74 CD80 CD83 CD86 CDC73 CDH1 CDH4 CDH5 CDK5 CDK6 CDKL3 CDKL5 CDKN2B CDON CEACAM1 CEBPA CEBPB CERS2 CHD7 CHODL CIB1 CLCF1 CLCN2 CLDN18 CLDN5 CLEC4G CLEC7A CLOCK CLPTM1 CNOT4 CR1 CRABP2 CREB1 CRTAM CSF1 CSF3 CSF3R CTDSP1 CTLA4 CTNNA1 CTNNB1 CTNNBIP1 CTR9 CUL4A CUL7 CUX1 CUX2 CX3CL1 CX3CR1 CXCL12 CXCR4 CYFIP1 CYP26B1 CYSLTR1 DAAM2 DAB1 DAG1 DBN1 DCC DCSTAMP DCT DHX36 DICER1 DIP2B DISC1 DLL1 DLL3 DLL4 DLX1 DLX2 DMRTA2 DNAJB11 DOCK7 DPYSL5 DRAXIN DRD2 DRD3 DROSHA DSCAM DTX1 DUSP10 DYNLT1 EDNRB EEF2K EFNA5 EFNB3 EGR2 EGR3 EIF4G2 EIF6 ELL3 EPHA4 EPHA7 EPHB2 ERBB2 ERFE ETS1 ETV5 EVI2B EZH2 F11R F2 FADD FAIM FAM210B FANCA FANCD2 FAXDC2 FBN1 FBXO22 FBXO7 FBXW7 FBXW8 FCGR2B FCRL3 FERD3L FES FEZF1 FEZF2 FGF13 FGF2 FGL2 FN1 FOS FOXG1 FOXJ1 FOXN1 FOXO3 FOXP1 FOXP3 FRZB FSHB FSTL3 FSTL4 FXR1 FZD3 FZD4 GABPA GAS6 GATA1 GATA2 GATA3 GDI1 GFAP GFI1B GJC2 GLI2 GLI3 GOLGA4 GORASP1 GPER1 GPR137 GPR137B GPR171 GPR37L1 GPR55 GPR68 GPRASP3 GRM5 GRN GSK3A GSK3B GSX2 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HAP1 HAPLN1 HAPLN2 HAPLN3 HAPLN4 HAX1 HCLS1 HDAC1 HDAC2 HDAC6 HDAC9 HELT HES1 HES2 HES3 HES5 HES6 HES7 HEY1 HEY2 HEYL HIF1A HLA-B HLA-DOA HLA-DRA HLA-DRB1 HLA-G HLTF HLX HMGB1 HMGB2 HOOK3 HOXA11 HOXA5 HOXA7 HOXA9 HOXB3 HOXB8 HSF1 HSPA1A HSPA1B HSPA9 IAPP ID2 ID4 IFNA2 IFNB1 IFNG IFNL1 IFRD1 IGF1 IHH IKBKB IKZF3 IL10 IL12B IL12RB1 IL15 IL15RA IL17A IL17D IL18 IL1A IL1B IL1RAPL1 IL1RL2 IL2 IL20 IL23A IL23R IL27 IL2RA IL2RG IL33 IL34 IL36B IL4 IL4I1 IL4R IL5 IL6 IL6ST IL7 IL7R ING5 INHA INHBA INPP5D INS IRF1 IRF4 IRF7 ISG15 ISLR2 IST1 ITGB1 ITPKA ITPKB JAG1 JAK3 JUNB KAT2A KAT5 KAT6A KAT6B KDM1A KDM4A KHDC3L KIAA0319 KIF14 KIFAP3 KIT KITLG KLF10 KLF13 KLHL25 KRAS L1CAM L3MBTL1 LAG3 LDB1 LDLR LEF1 LEO1 LGALS1 LGALS3 LGALS9 LHX2 LIF LIG4 LILRB1 LILRB2 LILRB3 LILRB4 LIMK1 LIN28A LMOD3 LOX LOXL3 LPAR3 LRP2 LRP4 LRP8 LRRC17 LRRK2 LTA LTF LYN MACF1 MAFB MAG MALT1 MAN2A1 MAP1B MAP2 MAP2K1 MAP2K2 MAP3K13 MAP6 MAPK11 MAPK14 MAPT MBD1 MCF2 MDK MEAF6 MECP2 MED1 MEF2C MEGF8 MEIS1 MEIS2 METRN METTL3 MIR125B1 MIR137 MIR142 MIR145 MIR146A MIR17HG MIR181B1 MIR181C MIR21 MIR221 MIR222 MIR223 MIR29B1 MIR30B MIR486-1 MITF MME MMP14 MPL MT3 MTOR MTURN MYB MYC MYF5 MYF6 MYOD1 MYOG MYRF MYSM1 NAP1L1 NCAN NCKAP1L NDFIP1 NEDD9 NEFL NEURL1 NF1 NF2 NFAM1 NFATC4 NFKBIA NFKBID NFKBIZ NGF NIBAN2 NIN NKAP NKX2-2 NKX6-1 NKX6-2 NLRP3 NODAL NOG NOTCH1 NOTCH2 NPPC NPR2 NPTN NR1D1 NR2E1 NRARP NRDC NRP1 NTN1 NTRK2 NUMB NUMBL OBSL1 OCSTAMP OLIG2 OPRM1 OTP P4HTM PAEP PAF1 PAFAH1B1 PARP6 PAX6 PBRM1 PCID2 PCK1 PCM1 PDE3A PDE5A PER2 PF4 PGLYRP1 PGLYRP2 PGLYRP3 PHF10 PIAS3 PIK3R1 PIK3R6 PITHD1 PITX3 PLA2G3 PLAG1 PLCB1 PLXNA1 PLXNA2 PLXNA3 PLXNA4 PLXNB1 PLXNB2 PLXNB3 PLXNC1 PLXND1 PNP POU4F1 POU4F2 PPARGC1B PPP1CC PPP1R12A PPP2R3C PPP3CA PRDM1 PRDX2 PRELID1 PRKCA PRKCH PRKCI PRKCZ PRKDC PRMT1 PRMT5 PRMT6 PROC PROX1 PRTG PRUNE1 PRXL2A PSEN1 PSG9 PTEN PTHLH PTK2B PTN PTPN2 PTPN6 PTPRC PTPRD PTPRS PTPRZ1 PURB RAB21 RAB7B RAC3 RAG1 RAG2 RAPGEF2 RARA RARG RASGRP1 RASSF10 RASSF2 RB1 RBM15 RC3H1 RC3H2 RCOR1 RECK RELA RELN REST RET RFLNA RFLNB RFX3 RGMA RGS14 RHEB RHEX RHOA RHOH RIPK1 RIPK2 RND2 RNF10 RNF112 RNF41 RNF6 ROBO1 ROBO2 ROCK1 ROCK2 ROR2 RPS19 RPTOR RTN4 RTN4R RUFY3 RUNX1 RUNX3 RYK S100A10 S1PR2 S1PR3 SART1 SASH3 SCIN SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SERPINE2 SERPINF1 SFRP1 SH3RF1 SHANK3 SHB SHH SHOX2 SHTN1 SIGLEC15 SIRT2 SKI SKIC8 SKIL SLAMF8 SLC46A2 SLC4A2 SLC7A5 SLC9B2 SLIT1 SLIT2 SLITRK1 SMAD4 SMAD7 SMAP1 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMO SMURF1 SNAI2 SNW1 SOCS1 SOCS5 SOD1 SORL1 SOS1 SOS2 SOX10 SOX11 SOX12 SOX13 SOX4 SOX8 SPART SPEN SPI1 SPINK5 SPINT1 SPP1 SRF SRRT SS18L1 STAT1 STAT3 STAT5B STAU2 STK11 STK25 SYK SYNGAP1 SYT4 TAL1 TBC1D24 TBX21 TBX6 TCF7 TCIM TCP11 TCP11X1 TCTA TENM4 TESC TESPA1 TFE3 TGFB1 TGFBR2 TGM2 THPO THY1 TIAM1 TIAM2 TLR2 TLR3 TLR4 TLR9 TLX2 TMEM131L TMEM176A TMEM176B TMEM178A TMEM64 TMEM98 TNF TNFAIP6 TNFRSF11B TNFRSF1A TNFRSF1B TNFSF11 TNFSF18 TNFSF4 TNFSF9 TNR TOB2 TOX TP53 TP73 TRAF6 TRAK1 TREM2 TRIB1 TRIM11 TRIM32 TRIM46 TRIM58 TRPC5 TRPV1 TRPV2 TSC22D1 TSPO TTBK1 TTPA TWF2 TYROBP UBASH3B UFL1 ULK1 ULK2 VAX1 VCAN VCL VEGFA VEGFC VNN1 VSIR WDR62 WEE2 WNT10B WNT2 WNT3 WNT3A WNT5A WNT7A XBP1 XRCC2 XRCC5 XRCC6 YAP1 YTHDF2 YWHAH ZAP70 ZBTB1 ZBTB16 ZBTB46 ZBTB7B ZC3H12A ZC3H8 ZDHHC21 ZEB1 ZFP36 ZFP36L1 ZFP36L2 ZFPM1 ZFYVE27 ZMIZ1 ZNF16 ZNF335 ZNF365 ZNF488 ZNF675 ZNF683 GOBP_REGULATION_OF_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CELL_DIFFERENTIATION AAMDC ABCA1 ABCA12 ABCA5 ABCB10 ABCC8 ABCG1 ABL1 ACAN ACE ACIN1 ACTB ACTL6A ACTL6B ACTN3 ACVR1 ACVR1B ACVR2A ACVR2B ACVRL1 ADA ADAM8 ADAMTS12 ADAMTS20 ADAMTS7 ADAMTS9 ADCY10 ADD1 ADGRA2 ADGRV1 ADIG ADIPOQ ADIPOR1 ADIRF ADM ADNP ADRA2B ADRA2C AGER AGT AGTR1 AHI1 AJAP1 AKAP6 AKIRIN1 AKIRIN2 AKT1 ALK ALOX15B ALOX5 ALX1 AMBRA1 AMIGO1 ANAPC2 ANKLE1 ANKRD17 ANKRD2 ANKRD26 ANKRD27 ANKRD54 ANP32B ANXA1 ANXA2 AP3B1 AP3D1 APC APC2 APCS APLF APOB APOLD1 APP APPL2 AQP3 AR AREG ARHGAP4 ARHGEF2 ARID1A ARID1B ARID2 ARMCX5-GPRASP2 ARNT ARRB2 ASB4 ASCL1 ASCL2 ASPA ASPM ASXL1 ASXL2 ATAT1 ATF4 ATOH1 ATOH8 ATP11A ATRAID AURKA AXIN1 AXIN2 AXL B2M BAD BAIAP2 BAMBI BATF BBS12 BCAN BCL11A BCL11B BCL2 BCL6 BCL7A BCL7B BCL7C BCL9L BDNF BEND6 BGLAP BHLHA15 BHLHE40 BHLHE41 BICRA BICRAL BIN1 BIRC2 BLOC1S5 BLOC1S6 BLTP1 BMAL1 BMP10 BMP2 BMP4 BMP5 BMP6 BMP7 BMPR1A BMPR1B BMPR2 BNC1 BOC BRAF BRD1 BRD7 BRD9 BRINP1 BRINP2 BRINP3 BRPF1 BRPF3 BTC BTG1 BTG2 BTK BTN2A2 C1QC C1QL4 CALR CAMK1 CAMK2B CAMK4 CAPN3 CAPRIN1 CAPRIN2 CARD11 CARM1 CARTPT CASP8 CASZ1 CAV1 CAV3 CBFB CCDC3 CCDC85B CCL11 CCL19 CCL3 CCN1 CCN2 CCN3 CCN4 CCND1 CCR1 CCR2 CD101 CD109 CD2 CD24 CD27 CD28 CD34 CD36 CD4 CD46 CD74 CD80 CD83 CD86 CDC73 CDH1 CDH4 CDH5 CDK1 CDK12 CDK13 CDK5 CDK5R1 CDK5RAP1 CDK5RAP2 CDK5RAP3 CDK6 CDK9 CDKL3 CDKL5 CDKN1B CDKN1C CDKN2B CDON CDS1 CDX2 CEACAM1 CEACAM5 CEBPA CEBPB CEBPD CELA1 CERS2 CETP CHADL CHD3 CHD4 CHD7 CHODL CHRD CIB1 CITED1 CLASP1 CLASP2 CLCF1 CLCN2 CLDN18 CLDN5 CLEC4G CLEC7A CLIC1 CLOCK CLPTM1 CMKLR1 CMTM5 CNOT4 CNTF CNTN2 CNTN4 COL1A1 COL5A1 COL5A2 CPNE1 CR1 CRABP2 CRB2 CREB1 CREBL2 CRIM1 CRP CRTAM CSF1 CSF2 CSF3 CSF3R CSNK1D CSNK1E CTDP1 CTDSP1 CTH CTHRC1 CTLA4 CTNNA1 CTNNB1 CTNNBIP1 CTR9 CUL4A CUL7 CUX1 CUX2 CX3CL1 CX3CR1 CXCL10 CXCL12 CXCL9 CXCR4 CYB5D2 CYFIP1 CYP26B1 CYP27B1 CYSLTR1 DAAM2 DAB1 DAB2 DAB2IP DACT3 DAG1 DBN1 DCC DCSTAMP DCT DDIT3 DDR2 DDX17 DDX5 DDX6 DHX36 DICER1 DIP2B DISC1 DISP3 DIXDC1 DKK1 DKKL1 DLK2 DLL1 DLL3 DLL4 DLX1 DLX2 DMPK DMRTA2 DNAI3 DNAJB11 DNMT1 DOCK7 DPF1 DPF2 DPF3 DPYSL5 DRAXIN DRD2 DRD3 DROSHA DSCAM DSPP DTX1 DUOXA1 DUSP10 DUSP15 DYNLT1 E2F1 ECT2 EDN1 EDN3 EDNRB EEF2K EFEMP1 EFEMP2 EFNA1 EFNA3 EFNA5 EFNB2 EFNB3 EGFR EGR2 EGR3 EID2B EIF2AK2 EIF2AK4 EIF4E EIF4ENIF1 EIF4G1 EIF4G2 EIF6 ELL3 EMP2 ENG ENPP1 EPHA3 EPHA4 EPHA7 EPHB1 EPHB2 EPO ERBB2 EREG ERFE ERRFI1 ESRP1 ESRRB ETS1 ETV2 ETV4 ETV5 EVI2B EXTL3 EYA1 EZH2 F11R F2 FADD FADS1 FAIM FAM20C FAM210B FANCA FANCD2 FAXDC2 FBN1 FBN2 FBXO22 FBXO5 FBXO7 FBXW7 FBXW8 FCGR2B FCRL3 FERD3L FERMT2 FES FEZF1 FEZF2 FFAR4 FGF10 FGF13 FGF18 FGF2 FGF20 FGF23 FGF8 FGF9 FGFR1 FGFR2 FGL2 FLCN FLOT2 FN1 FNDC5 FNIP1 FOS FOSL2 FOXA1 FOXA2 FOXC1 FOXE3 FOXG1 FOXJ1 FOXJ2 FOXN1 FOXO1 FOXO3 FOXO4 FOXP1 FOXP3 FRS2 FRZB FSHB FST FSTL3 FSTL4 FTO FUZ FXR1 FZD3 FZD4 FZD7 G6PD GABPA GAS6 GATA1 GATA2 GATA3 GATA5 GATAD2A GATAD2B GCM1 GCNT2 GDF10 GDF11 GDF2 GDF3 GDF5 GDF6 GDF7 GDI1 GDNF GDPD2 GDPD5 GFAP GFI1B GHR GJA1 GJC2 GLG1 GLI1 GLI2 GLI3 GLIPR2 GNA11 GNB3 GOLGA4 GORASP1 GPC1 GPER1 GPR137 GPR137B GPR171 GPR37L1 GPR55 GPR68 GPRASP3 GPRC5B GPS2 GREM1 GRHL1 GRHL2 GRM5 GRN GSK3A GSK3B GSX2 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HAND2 HAP1 HAPLN1 HAPLN2 HAPLN3 HAPLN4 HAX1 HCLS1 HDAC1 HDAC2 HDAC3 HDAC4 HDAC5 HDAC6 HDAC7 HDAC9 HELT HEMGN HES1 HES2 HES3 HES5 HES6 HES7 HEY1 HEY2 HEYL HGF HIF1A HIF1AN HLA-B HLA-DOA HLA-DRA HLA-DRB1 HLA-G HLTF HLX HMG20A HMG20B HMGB1 HMGB2 HNRNPU HOOK3 HOPX HOXA11 HOXA2 HOXA5 HOXA7 HOXA9 HOXB3 HOXB4 HOXB8 HOXD3 HPN HSF1 HSP90AB1 HSPA1A HSPA1B HSPA9 HTR2A HTR2C IAPP ID2 ID3 ID4 IFITM1 IFNA2 IFNB1 IFNG IFNL1 IFRD1 IGF1 IGF2 IGFBP3 IGFBP5 IHH IKBKB IKZF3 IL10 IL12B IL12RB1 IL13 IL15 IL15RA IL17A IL17D IL17RD IL18 IL1A IL1B IL1RAPL1 IL1RL2 IL2 IL20 IL23A IL23R IL27 IL2RA IL2RG IL33 IL34 IL36B IL4 IL4I1 IL4R IL5 IL6 IL6R IL6ST IL7 IL7R ILK IMPACT ING5 INHA INHBA INPP5D INS INSIG1 INSM1 IPO7 IQCB1 IRF1 IRF4 IRF7 IRX3 ISG15 ISL1 ISL2 ISLR2 IST1 ITCH ITGAV ITGB1 ITGB3 ITPKA ITPKB JAG1 JAK2 JAK3 JDP2 JUNB JUND KAT2A KAT5 KAT6A KAT6B KCTD11 KDF1 KDM1A KDM3A KDM4A KDM4C KDR KEAP1 KHDC3L KIAA0319 KIF14 KIFAP3 KIT KITLG KLF10 KLF13 KLF4 KLF5 KLF7 KLHL25 KLHL41 KLK6 KRAS KRT36 KRT84 L1CAM L3MBTL1 LAG3 LAMA1 LAMA2 LAMB1 LAMB2 LAMC1 LBH LBX1 LDB1 LDLR LDLRAD4 LEF1 LEO1 LEP LGALS1 LGALS3 LGALS9 LHX1 LHX2 LIF LIG4 LILRB1 LILRB2 LILRB3 LILRB4 LIMD1 LIMK1 LIN28A LMO3 LMOD3 LMX1A LNPK LOX LOXL2 LOXL3 LPAR3 LPL LRG1 LRP2 LRP3 LRP4 LRP5 LRP8 LRRC17 LRRC8A LRRK2 LSM1 LTA LTBP3 LTF LTK LYN MACF1 MACROH2A1 MACROH2A2 MAD2L2 MAF MAFB MAFF MAFG MAG MALT1 MAML1 MAMSTR MAN2A1 MAP1B MAP2 MAP2K1 MAP2K2 MAP3K13 MAP3K5 MAP6 MAPK1 MAPK11 MAPK12 MAPK14 MAPK9 MAPT MARK1 MBD1 MBD3 MBNL3 MBOAT2 MCF2 MCRIP1 MDK MDM2 MEAF6 MECP2 MED1 MED28 MEDAG MEF2C MEGF10 MEGF8 MEIS1 MEIS2 MEN1 MESP1 METRN METRNL METTL14 METTL3 MEX3C MIB1 MICOS10-NBL1 MIR1-1 MIR100 MIR103A1 MIR106A MIR107 MIR10A MIR125B1 MIR128-1 MIR130A MIR130B MIR133A1 MIR133B MIR137 MIR138-1 MIR140 MIR142 MIR144 MIR145 MIR146A MIR149 MIR150 MIR15B MIR17 MIR17HG MIR181A2 MIR181B1 MIR181C MIR185 MIR18A MIR18B MIR199A1 MIR199B MIR19A MIR19B1 MIR200B MIR200C MIR204 MIR205 MIR206 MIR208A MIR20A MIR20B MIR21 MIR210 MIR214 MIR22 MIR221 MIR222 MIR223 MIR24-1 MIR26A1 MIR27A MIR27B MIR29B1 MIR302A MIR30B MIR342 MIR34A MIR379 MIR424 MIR448 MIR483 MIR486-1 MIR495 MIR499A MIR511 MIR518B MIR519D MIR548D1 MIR573 MIR590 MIR665 MIR675 MIR9-1 MIR93 MIR98 MIR99B MITF MIXL1 MMD MMD2 MME MMP11 MMP14 MMP9 MORF4L2 MOSMO MPL MSR1 MSTN MSX1 MSX2 MT3 MTA1 MTA2 MTA3 MTCH2 MTOR MTURN MUSTN1 MYB MYC MYCL MYF5 MYF6 MYLK3 MYOCD MYOD1 MYOG MYRF MYSM1 N4BP2L2 NANOG NAP1L1 NAP1L2 NAPEPLD NBL1 NBR1 NCAN NCKAP1L NCOA1 NCOA3 NDFIP1 NEDD9 NEFL NELFB NELL1 NEPRO NEURL1 NEUROD1 NEUROD2 NEUROD4 NEUROG1 NEUROG3 NF1 NF2 NFAM1 NFATC1 NFATC2 NFATC3 NFATC4 NFE2L2 NFKB1 NFKBIA NFKBID NFKBIZ NGF NIBAN2 NID1 NIN NKAP NKX2-1 NKX2-2 NKX2-5 NKX3-2 NKX6-1 NKX6-2 NKX6-3 NLGN1 NLN NLRP3 NME2 NMRK2 NOCT NODAL NOG NOTCH1 NOTCH2 NOTCH3 NOTCH4 NPHP3 NPNT NPPC NPR2 NPTN NR1D1 NR1D2 NR1H2 NR1H3 NR2E1 NRARP NRCAM NRDC NREP NRG1 NRP1 NSUN2 NTF3 NTF4 NTN1 NTRK2 NUDT21 NUMA1 NUMB NUMBL OBSL1 OCIAD1 OCSTAMP OLFM1 OLFM2 OLIG2 OPALIN OPRM1 OR10J5 OSM OSR1 OSTN OTP OVOL2 P4HTM PA2G4 PAEP PAF1 PAFAH1B1 PARP1 PARP2 PARP6 PAX2 PAX6 PAX8 PBRM1 PBX1 PCID2 PCK1 PCM1 PCP4 PDCD2 PDCD4 PDE3A PDE5A PDGFB PDGFRA PDPN PER2 PF4 PGLYRP1 PGLYRP2 PGLYRP3 PHF10 PHLDB1 PHLDB2 PHOX2B PI16 PIAS1 PIAS3 PIEZO1 PIK3R1 PIK3R6 PIM1 PITHD1 PITX3 PKDCC PKP2 PLA2G10 PLA2G2A PLA2G3 PLA2G5 PLAAT4 PLAG1 PLCB1 PLEKHB1 PLEKHB2 PLPP7 PLXNA1 PLXNA2 PLXNA3 PLXNA4 PLXNB1 PLXNB2 PLXNB3 PLXNC1 PLXND1 PNP POFUT2 POU3F2 POU4F1 POU4F2 PPARA PPARD PPARG PPARGC1B PPP1CC PPP1R12A PPP1R13L PPP2CA PPP2R1A PPP2R3C PPP3CA PRAME PRAMEF1 PRAMEF10 PRAMEF11 PRAMEF12 PRAMEF14 PRAMEF15 PRAMEF17 PRAMEF19 PRAMEF2 PRAMEF20 PRAMEF22 PRAMEF25 PRAMEF27 PRAMEF33 PRAMEF4 PRAMEF5 PRAMEF6 PRAMEF7 PRAMEF8 PRAMEF9 PRDM1 PRDM6 PRDX2 PRELID1 PRICKLE1 PRKACA PRKCA PRKCH PRKCI PRKCZ PRKD1 PRKDC PRKG2 PRKX PRLR PRMT1 PRMT5 PRMT6 PROC PROM1 PROX1 PRTG PRUNE1 PRXL2A PSEN1 PSG9 PTBP1 PTBP3 PTCH1 PTCH2 PTEN PTGR3 PTGS2 PTH PTHLH PTK2 PTK2B PTN PTPN11 PTPN2 PTPN6 PTPRC PTPRD PTPRQ PTPRS PTPRZ1 PURB PUS7 PWP1 RAB21 RAB7B RAC3 RAF1 RAG1 RAG2 RAMP2 RANBP3L RAP1A RAP1GAP RAPGEF2 RARA RARB RARG RARRES2 RASGRP1 RASSF10 RASSF2 RB1 RBBP4 RBBP7 RBFOX1 RBM15 RBM24 RBM38 RBM4 RBPJ RBPMS2 RC3H1 RC3H2 RCOR1 RECK REG3A REG3G RELA RELN REST RET RFLNA RFLNB RFX3 RGCC RGMA RGS14 RGS2 RGS4 RHEB RHEX RHOA RHOH RIN2 RIOX1 RIPK1 RIPK2 RIPOR2 RND2 RNF10 RNF112 RNF41 RNF6 ROBO1 ROBO2 ROCK1 ROCK2 ROR2 RORA RORB RORC RPL3L RPS19 RPS6KA1 RPS6KA3 RPTOR RRAS RREB1 RTN4 RTN4R RUFY3 RUNX1 RUNX1T1 RUNX2 RUNX3 RYK S100A10 S100B S1PR2 S1PR3 S1PR5 SART1 SASH3 SAV1 SCIN SCUBE3 SDCBP SDHAF2 SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SERPINB3 SERPINE1 SERPINE2 SERPINF1 SERPINF2 SETD1A SETD3 SFN SFRP1 SFRP2 SFRP4 SGPP1 SH3GL3 SH3RF1 SHANK3 SHB SHH SHOC2 SHOX2 SHTN1 SIGLEC15 SIK1 SIN3A SINHCAF SIRT1 SIRT2 SIRT6 SIX1 SIX2 SIX3 SIX4 SKI SKIC8 SKIL SLAMF8 SLC45A3 SLC46A2 SLC4A11 SLC4A2 SLC6A4 SLC6A6 SLC7A10 SLC7A5 SLC9B2 SLIT1 SLIT2 SLITRK1 SMAD1 SMAD2 SMAD3 SMAD4 SMAD5 SMAD6 SMAD7 SMAP1 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMO SMOC1 SMURF1 SMYD1 SMYD5 SNAI1 SNAI2 SNW1 SOCS1 SOCS2 SOCS3 SOCS5 SOD1 SOD2 SORL1 SORT1 SOS1 SOS2 SOSTDC1 SOX1 SOX10 SOX11 SOX12 SOX13 SOX17 SOX2 SOX3 SOX4 SOX5 SOX6 SOX8 SOX9 SP7 SPAG9 SPART SPDEF SPEN SPI1 SPINK5 SPINT1 SPOCK2 SPP1 SPRED1 SPRED2 SPRED3 SPRY1 SPRY2 SRA1 SRF SRRT SRSF6 SS18 SS18L1 ST7 STAT1 STAT3 STAT5B STAU2 STK11 STK25 STK3 STK4 SUCO SUFU SULT1E1 SULT2B1 SUPT6H SUZ12 SYAP1 SYK SYNGAP1 SYT4 TACSTD2 TAF8 TAL1 TBC1D24 TBX1 TBX19 TBX20 TBX21 TBX3 TBX5 TBX6 TCF12 TCF15 TCF23 TCF3 TCF4 TCF7 TCF7L2 TCFL5 TCIM TCIRG1 TCP11 TCP11X1 TCTA TEAD2 TENM4 TENT5A TENT5C TERT TESC TESPA1 TFAP2A TFAP2B TFE3 TGFB1 TGFB1I1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGIF2 TGM2 THPO THY1 TIAM1 TIAM2 TLCD3B TLR2 TLR3 TLR4 TLR9 TLX2 TLX3 TMEM100 TMEM119 TMEM131L TMEM176A TMEM176B TMEM178A TMEM182 TMEM53 TMEM64 TMEM98 TNF TNFAIP6 TNFRSF11B TNFRSF1A TNFRSF1B TNFRSF21 TNFSF11 TNFSF14 TNFSF18 TNFSF4 TNFSF9 TNN TNR TNXB TOB1 TOB2 TOMM70 TOX TP53 TP53INP1 TP63 TP73 TPH1 TRAF6 TRAK1 TREM2 TRIB1 TRIB2 TRIB3 TRIM11 TRIM16 TRIM32 TRIM46 TRIM58 TRIM6 TRIM62 TRIM72 TRIO TRIP4 TRPC5 TRPM4 TRPS1 TRPV1 TRPV2 TRPV4 TSC22D1 TSKU TSPO TTBK1 TTPA TUNAR TWF2 TWIST1 TWIST2 TWSG1 TYROBP UBASH3B UCMA UFL1 ULK1 ULK2 UNCX UPF3B UQCC2 USF3 USH2A VASN VAX1 VCAN VCL VDR VEGFA VEGFC VEZF1 VHL VNN1 VSIR VSTM2A VWC2 VWC2L WDFY2 WDR1 WDR62 WEE2 WIF1 WNT1 WNT10B WNT2 WNT3 WNT3A WNT4 WNT5A WNT7A WNT7B WNT9A WNT9B WWTR1 XBP1 XDH XKR8 XRCC2 XRCC5 XRCC6 YAP1 YTHDF2 YWHAG YWHAH YY1 ZAP70 ZBED2 ZBED6 ZBTB1 ZBTB16 ZBTB46 ZBTB7B ZBTB7C ZC3H12A ZC3H8 ZC4H2 ZDHHC21 ZEB1 ZEB2 ZFHX2 ZFHX3 ZFP36 ZFP36L1 ZFP36L2 ZFPM1 ZFPM2 ZFYVE27 ZHX2 ZHX3 ZMIZ1 ZNF16 ZNF219 ZNF268 ZNF335 ZNF365 ZNF385A ZNF488 ZNF536 ZNF675 ZNF683 ZNF703 ZNF750 ZNHIT1 GOBP_REGULATION_OF_CELL_DIVISION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CELL_DIVISION AHCTF1 ANKRD53 ASPM AURKA AURKB AURKC BBS4 BCL2L1 BECN1 BIRC5 BIRC6 BLM BRCA2 BTC CALM1 CALM2 CALM3 CAT CCP110 CDC14A CDC14B CDC14C CDC25B CDC42 CDC6 CDCA8 CDK2AP2 CENPV CETN2 CHMP3 CHMP4C CIB1 CIT CSPP1 CUL3 CXCR5 DCDC1 DLL1 DR1 DRD2 DRD3 E2F7 E2F8 ECT2 EFHC1 ENTR1 EREG ESRRB EVI2B FGF1 FGF2 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR2 FLCN FSD1 GAREM1 GIPC1 GIT1 GKN1 GPR15LG HTR2B IGF1R IGF2 IL1A IL1B INCENP INSC INTU ITGB1BP1 KAT14 KAT2A KAT2B KDF1 KIF13A KIF14 KIF18B KIF20A KIF20B KIF23 KIF3B KLHL13 KLHL21 KLHL9 LBH MACC1 MAP10 MAP9 MBIP MDK MIR145 MLLT3 MRGPRX2 MYC MYO19 NAP1L2 NCOA3 NKX3-1 NLRP5 NUP62 OOEP OPN1LW OPN1MW OPN1MW2 OR1A2 OR2A4 OSM PAX6 PDGFA PDGFB PDGFC PDGFD PDXP PGF PIK3C3 PIK3R4 PIN1 PKN2 PKP4 PLK1 PLK3 POLDIP2 POU5F1 PPBP PRC1 PRDM15 PRKCE PROK1 PRPF40A PTCH1 PTN RAB11A RAB11FIP3 RAB11FIP4 RACGAP1 RACK1 RFPL1 RHOA RXFP3 SETD2 SFN SFRP2 SGF29 SH3GLB1 SHH SIRT2 SMYD5 SOX17 SPAST SSTR5 SUSD2 SVIL TADA2A TADA3 TAL1 TAS1R2 TAS2R13 TEX14 TGFA TGFB1 TGFB2 TGFB3 THBS4 TLE6 TP63 TXNIP UVRAG VEGFA VEGFB VEGFC VEGFD VPS4A WDR5 WNK1 WNT9B YBX1 YEATS2 ZFYVE19 ZFYVE26 ZNF16 ZZZ3 GOBP_REGULATION_OF_CELL_FATE_COMMITMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CELL_FATE_COMMITMENT AR BMP4 BMPR1A CHD3 CHD4 DKK1 ESRP1 FGF2 FZD7 GATAD2A GATAD2B GDF3 HDAC1 HDAC2 HES1 IL12B IL12RB1 IL23A IL23R LMO4 LOXL3 MBD3 MESP1 MIR1-1 MIR133A1 MIR206 MIR208A MTA1 MTA2 MTA3 NKX6-2 PAX6 RBBP4 RBBP7 SFRP2 SOSTDC1 SOX17 SPDEF TBX21 TNFSF18 WNT11 WNT3A WNT5A GOBP_REGULATION_OF_CELL_FATE_SPECIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CELL_FATE_SPECIFICATION AR BMPR1A CHD3 CHD4 DKK1 ESRP1 FGF2 FZD7 GATAD2A GATAD2B HDAC1 HDAC2 LMO4 MBD3 MESP1 MTA1 MTA2 MTA3 PAX6 RBBP4 RBBP7 SFRP2 SOX17 WNT11 WNT3A WNT5A GOBP_REGULATION_OF_CELL_GROWTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CELL_GROWTH ABL1 ACVR1B ACVRL1 ADAM10 ADAM15 ADAM17 ADCY10 ADIPOR1 ADNP AGT AGTR1 AGTR2 AKAP6 AKT1 ANAPC2 APOE ARHGAP4 ARHGEF11 ARMC12 ATAD3A AVP AVPR1A BAP1 BARHL2 BCAR1 BCL11A BCL2 BCL6 BDKRB1 BDNF BLTP1 BMP10 BMPR2 BRAT1 BRCA1 BST2 BTG1 C8orf44-SGK3 CACNG7 CAMK2D CAPRIN2 CAV3 CCAR2 CCDC85B CCN3 CD38 CDA CDC42 CDC73 CDH1 CDH4 CDHR2 CDK11A CDK11B CDK5 CDKL3 CDKL5 CDKN1A CDKN1B CDKN2A CDKN2AIP CDKN2C CDKN2D CEACAM1 CEP43 CGRRF1 CHPT1 CIB1 CISH CLSTN1 CLSTN3 CPNE5 CPNE6 CPNE9 CRABP2 CRKL CRLF3 CRYAB CSNK2A1 CTDP1 CTTN CXCL12 CXCL16 CXCR4 CYFIP1 CYP27B1 DAB2 DACT3 DCBLD2 DCC DCSTAMP DCUN1D3 DCUN1D5 DDR1 DDX3X DDX49 DERL2 DIP2B DISC1 DNAJB2 DNM2 DNPH1 DRAXIN DSCAM EAF2 EBAG9 EDN1 EFNA5 EGFR EGLN2 EI24 EIF4G1 EIF4G2 ENO1 ENPP1 EPHA7 ERBB2 ESR2 EXOSC2 EXOSC4 EXOSC9 EXTL3 F2 FAM107A FBP1 FGF13 FHL1 FN1 FOXP1 FRZB FSTL4 FXN G6PD GDF2 GDF9 GDI1 GJA1 GNG4 GOLGA4 GREM1 GSK3A GSK3B H3-3A H3-3B H3-5 HBEGF HDAC6 HDGFL2 HNF4A HPN HRG HSPA1A HSPA1B HYAL1 HYAL2 IFRD1 IGF1 IGFBP1 IGFBP3 IGFBP4 IGFBP5 IGFBP7 IGFBPL1 IL17RB IL2 IL9 ING1 ING4 ING5 INHBA INO80 INS IP6K2 ISLR2 IST1 ITCH ITSN2 JADE1 JADE2 JADE3 KAT7 KAZALD1 KDM2B KIAA0319 KIF14 KIF26A KLHL22 KRT17 L1CAM LAMTOR1 LAMTOR2 LGI1 LIMK1 LMX1A LPAR3 LTBP4 MACF1 MAD2L2 MAG MAP1B MAP2 MAP2K5 MAP3K13 MAPKAP1 MAPT MEAF6 MECP2 MEG3 MEGF8 MELTF MFSD2A MINAR1 MIR199A1 MIR199B MIR19A MIR19B1 MIR208A MLST8 MMP14 MSX1 MT3 MTOR MTPN MUC12 MUL1 MYL2 MYOCD N6AMT1 NAIF1 NANOS1 NCBP1 NDRG3 NDUFA13 NDUFS3 NEDD4L NET1 NGF NKX6-1 NME6 NPM1 NPPB NPR1 NRCAM NRG3 NRP1 NTN1 NUBP1 OGFR OLFM1 OSGIN1 OSGIN2 OSTN PABIR1 PAFAH1B1 PAK4 PAK5 PAPPA2 PARP2 PHB1 PI16 PLAA PLCE1 PLXNA3 PLXNA4 PML POU4F2 PPARA PPP1R9B PPP2CA PPP2R1A PPT1 PRDM11 PRKCQ PRKN PRR5 PRSS2 PSMD10 PSRC1 PTCH2 PTK2B PTPRJ PTPRS PUM2 RAB21 RAB33B RACK1 RASAL1 RASGRP2 RB1 RBBP7 RERG RGMA RGS2 RGS4 RICTOR RIMS1 RIMS2 RND2 RNF157 RNF6 ROS1 RPS6KA1 RPS6KA3 RPTOR RTN4 RTN4R RUFY3 RYK S100A8 S100A9 SCGB3A1 SDCBP SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SERPINE2 SERTAD2 SERTAD3 SESN2 SFN SFRP1 SFRP2 SGK1 SGK2 SGK3 SH3BP4 SHTN1 SIN3A SIPA1 SLC23A2 SLC25A33 SLC44A4 SLC9A1 SLIT1 SLIT2 SLIT3 SMAD3 SMAD4 SMAD7 SMARCA2 SMARCA4 SMARCB1 SMURF1 SOCS2 SOX17 SPAG9 SPART SPHK1 SPHK2 SPOCK1 SPP1 SRF ST20 ST7L STK11 SUPV3L1 SYT1 SYT14P1 SYT17 SYT2 SYT3 SYT4 TAF9B TAOK2 TCHP TEAD1 TFRC TGFB1 TGFB2 TGFBR1 TMEM97 TNC TNR TOMM70 TP53 TP53TG5 TRIM32 TRIM40 TRIM46 TRPC5 TRPV2 TSG101 TSPYL2 TTL TWF2 UCN ULK1 ULK2 UNC13A URI1 USP47 VEGFA VGLL4 WFDC1 WNT11 WNT3 WNT3A WNT5A WT1 YAP1 YY1 ZFYVE27 ZNF639 GOBP_REGULATION_OF_CELL_GROWTH_INVOLVED_IN_CARDIAC_MUSCLE_CELL_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CELL_GROWTH_INVOLVED_IN_CARDIAC_MUSCLE_CELL_DEVELOPMENT AKAP6 CAV3 CTDP1 EDN1 FOXP1 G6PD GSK3A IGF1 MIR199A1 MIR199B MIR19A MIR19B1 MIR208A PARP2 PI16 PPARA RGS2 RGS4 TOMM70 YY1 GOBP_REGULATION_OF_CELL_JUNCTION_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CELL_JUNCTION_ASSEMBLY ABI3 ABL1 ACE ACE2 ACTG1 ACVRL1 ADGRB1 ADGRB3 ADNP AGRN AGT AMIGO1 AMIGO2 AMIGO3 APLNR APOD APP ARF6 ARHGAP6 ARHGEF15 ARMCX5-GPRASP2 ASIC2 BDNF CAMSAP3 CAV1 CBLN1 CBLN2 CHD4 CHRNB2 CLASP1 CLASP2 CLDN1 CLDN19 CLDN3 CLDN5 CLSTN1 CLSTN2 CLSTN3 CNTNAP2 COL16A1 COLQ CORO1C CRB3 CRIPT CTNNB1 CUX2 DAPK3 DKK1 DLC1 DLG5 DMTN DUSP22 DUSP3 EEF2K EFNA5 EFNB3 EIF4G1 EPB41L5 EPHA2 EPHA3 EPHA7 EPHB1 EPHB2 EPHB3 F11R FAM107A FARP1 FERMT2 FLOT1 FLRT2 FLRT3 FMN1 FZD1 FZD5 GHRL GHSR GPBAR1 GPC4 GPM6B GPRASP3 GREM1 GRID2 HOPX HRG ICAM5 IKBKB IL17A IL1B IL1RAP IL1RAPL1 IL1RAPL2 IRX3 ITGB1BP1 KDR LDB1 LHFPL4 LIMCH1 LIMS1 LINGO2 LINGO4 LRFN3 LRFN4 LRFN5 LRRC24 LRRC4B LRRN1 LRRN3 LRRTM1 LRRTM2 LRRTM3 LRTM2 LZTS1 MACF1 MAP4K4 MDGA1 MEF2C MIR105-1 MIR142 MIR431 MMP14 MUSK MYCBP2 MYO1C MYOC NECTIN1 NEGR1 NLGN1 NLGN2 NLGN3 NPHP1 NPHP4 NRP1 NRXN1 NTN1 NTNG2 NTRK1 NTRK2 OGT OXTR PDLIM5 PEAK1 PHLDB2 POLDIP2 PPM1F PRKACA PRKCH PTEN PTK2 PTK2B PTPN13 PTPRA PTPRD PTPRJ PTPRS RAB17 RAC1 RAP1A RAP1B RAP2A RAPGEF1 RAPGEF2 RCC2 RHOA ROBO2 ROCK1 ROCK2 S100A10 SDC4 SEMA4A SEMA4D SETD5 SFRP1 SIX1 SIX4 SLC9A1 SLIT1 SLITRK1 SLITRK2 SLITRK3 SLITRK4 SLITRK5 SLITRK6 SLK SMAD3 SNAI1 SNAI2 SNAP25 SNCA SRC SRPX2 ST8SIA2 STAU2 SYNDIG1 TBX5 TEK THBS1 THBS2 THY1 TJP1 TLN1 TLR2 TNF TPBG TSC1 VCL VEGFA VPS35 VSTM5 WDPCP WNT3A WNT4 WNT5A WNT7A GOBP_REGULATION_OF_CELL_KILLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CELL_KILLING AGER AP1G1 ARG1 ARRB2 B2M BCL2L1 CADM1 CD160 CD1A CD1B CD1C CD1D CD1E CD226 CD55 CD59 CD5L CEACAM1 CFH CLEC12B CLEC7A CR1 CR1L CRK CRTAM CX3CR1 CXCL6 CYRIB DNASE1 DNASE1L3 F2RL1 FADD FCER2 FCGR2B GFER HAVCR2 HFE HLA-A HLA-B HLA-C HLA-DRA HLA-DRB1 HLA-E HLA-F HLA-G HLA-H ICAM1 IFNG IL10 IL11 IL12A IL12B IL12RB1 IL13 IL18RAP IL21 IL23A IL23R IL4 IL7R ITGAM KIR2DL4 KLRB1 KLRC1 KLRC2 KLRC3 KLRC4 KLRC4-KLRK1 KLRD1 KLRK1 LAG3 LAMP1 LEP LGALS9 LILRB1 MAPK8 MICA MICB MR1 NCKAP1L NCR1 NCR3 NECTIN2 NOS2 P2RX7 PIK3R6 PPP3CB PRF1 PTPRC PVR RAET1E RAET1G RAET1L RASGRP1 RIPK3 SERPINB4 SERPINB9 SH2D1A SLAMF6 SLC22A13 SPI1 STAP1 STAT5B STX7 SYK TAP2 TGFB1 TGFB2 TYROBP ULBP1 ULBP2 ULBP3 VAV1 XCL1 GOBP_REGULATION_OF_CELL_MATRIX_ADHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CELL_MATRIX_ADHESION ABL1 ACER2 ACTG1 ACVRL1 ADAM15 AJAP1 APOD ARHGAP6 BCL2 BCL6 BST1 CAMSAP3 CASK CCL21 CCL25 CCL28 CCR7 CD36 CD3E CDH13 CDK6 CDKN2A CEACAM6 CIB1 CLASP1 CLASP2 COL16A1 CORO1C CSF1 CX3CL1 DAG1 DAPK3 DDR1 DISC1 DLC1 DMTN DUSP22 DUSP3 EFEMP2 EFNA5 EMP2 EPB41L5 EPHA1 EPHA3 FAM107A FERMT1 FERMT2 FMN1 FUT1 GFUS GPM6B GREM1 GSK3B HOXA7 HRG ITGB1BP1 ITGB3 JAG1 JUP KDR LDB1 LIMCH1 LIMS1 MACF1 MAP4K4 MINK1 MIR192 MIR29C MIR92A1 MIR939 MMP12 MMP14 MYF5 MYOC NEXMIF NF1 NF2 NRP1 ONECUT1 ONECUT2 PEAK1 PHLDB2 PIK3CB PIK3R1 PKHD1 PLAU PLEKHA2 PLET1 POLDIP2 POSTN PPM1F PRKCZ PTEN PTK2 PTK2B PTPRA PTPRJ RAC1 RASA1 RCC2 RHOA RIN2 ROCK1 ROCK2 RRAS S100A10 SDC4 SEMA3E SERPINE1 SFRP1 SKAP1 SLC9A1 SLK SMAD3 SRC TEK THBS1 THY1 TLN1 TSC1 UTRN VCL VEGFA WDPCP WNT4 GOBP_REGULATION_OF_CELL_MATURATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CELL_MATURATION AURKA BCL11A BCL2 BNC1 CLEC7A EDNRB KIF14 LRRK2 MAP3K13 NPPC NPR2 PAEP RAC3 RET SHB SIRT2 TBX6 TCP11 TCP11X1 TRIM58 WEE2 GOBP_REGULATION_OF_CELL_MIGRATION_INVOLVED_IN_SPROUTING_ANGIOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CELL_MIGRATION_INVOLVED_IN_SPROUTING_ANGIOGENESIS ABL1 AKT3 ANXA1 CARD10 CIB1 DLL4 FBXW7 FGF2 FGFBP1 FOXC2 GATA2 HDAC5 HDAC7 HDAC9 HMOX1 ITGB1BP1 JCAD KDR KLF4 MAP2K5 MAP3K3 MEOX2 MIR101-1 MIR10A MIR10B MIR126 MIR132 MIR146A MIR149 MIR150 MIR15A MIR16-1 MIR188 MIR193A MIR196A1 MIR199A1 MIR19B1 MIR200C MIR205 MIR206 MIR20A MIR22 MIR221 MIR2355 MIR23A MIR26A1 MIR27A MIR27B MIR296 MIR29C MIR31 MIR320A MIR329-1 MIR361 MIR410 MIR424 MIR483 MIR487B MIR494 MIR495 MIR497 MIR503 MIR885 MIRLET7F1 MMRN2 NOTCH1 NR2E1 NRP1 PDCD10 PIK3C2A PLK2 PTGS2 RHOA RHOJ SPRED1 SRPX2 STARD13 TBXA2R THBS1 VEGFA GOBP_REGULATION_OF_CELL_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CELL_MORPHOGENESIS AGO4 ALDOA ANAPC2 ANKRD27 ANXA1 ARAP1 ARC ARHGAP15 ARHGAP18 ARHGAP35 ARHGEF18 ARHGEF7 ARMCX5-GPRASP2 ARPIN ATP10A BAIAP2 BAMBI BCL11A BCL9L BRWD1 BRWD3 BVES C15orf62 CACNG7 CAMK2B CAMSAP1 CAPRIN1 CAPRIN2 CAPZB CCL11 CCL13 CCL2 CCL24 CCL3 CCL7 CD44 CDC42EP1 CDC42EP2 CDC42EP3 CDC42EP4 CDC42EP5 CDC42SE1 CDC42SE2 CDKL3 CDKL5 CFAP410 CFDP1 CFL1 CLDN3 CLDN4 CNTN2 COCH CORO1A CORO1B CORO1C CPNE5 CPNE6 CPNE9 CRK CSF1R CUL7 CUX1 CUX2 CXCR4 CYFIP1 DAG1 DAPK3 DBN1 DHX36 DIAPH1 DLC1 DLG1 DLG4 DMTN DNMBP DVL1 DVL2 DVL3 EEF2K EFNA5 ENPP2 EPB41L3 EPB42 EPHA4 EPHB2 EPS8 ERMN EZR F11R F2 FAM171A1 FBLIM1 FBXW8 FERMT2 FES FGD1 FGD2 FGD3 FGD4 FGD5 FGD6 FGR FITM2 FMNL1 FMNL2 FMNL3 FN1 FYN FZD4 GAS2 GNA12 GNA13 GPRASP3 GRIP1 HCK HDAC6 HEXB HPN IL1RAPL1 ITGA7 ITGB2 ITPKA ITSN2 KANK1 KDR KIT LARP4 LIMD1 LPAR1 LRP8 LST1 MACF1 MAP3K13 MARK2 MECP2 MFSD2A MIR21 MKLN1 MOV10 MPL MSN MUL1 MYH10 MYH14 MYH9 MYL12A MYL12B MYO10 MYO9A NEDD4L NF2 NHERF1 NTNG1 NTNG2 OBSL1 OSTN P2RY1 PAFAH1B1 PALM PALM2AKAP2 PALM3 PALMD PARP6 PARVA PARVB PDPN PDZD8 PEAK3 PHIP PLAA PLEKHO1 PLXNA1 PLXNA2 PLXNA3 PLXNA4 PLXNB1 PLXNB2 PLXNB3 PLXNC1 PLXND1 PRAG1 PRKDC PRKN PRPF40A PTK2 PTK2B PTPRD RAB21 RAC1 RAC3 RASA1 RASAL1 RDX RELN RHOG RHOJ RHOQ RHOU RIMS1 RIMS2 RNF157 RREB1 SEMA3E SEMA4A SEMA4D SEPTIN7 SH3D19 SH3KBP1 SHROOM3 SLC23A2 SLC26A5 SMURF1 SPAG9 SPARC SPRY3 SPTA1 SRC SS18L1 STAU2 STRIP1 STRIP2 SYNE3 SYT1 SYT14P1 SYT17 SYT2 SYT3 SYT4 TAOK2 TBC1D24 TBCCD1 TIAM1 TPM1 UNC13A VEGFA VIL1 WASF3 WDPCP WDR1 WNT5A WTIP ZMPSTE24 ZMYM3 ZMYM4 ZMYM6 ZNF135 ZRANB1 GOBP_REGULATION_OF_CELL_PROJECTION_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CELL_PROJECTION_ASSEMBLY ABI2 ABI3 ABITRAM ACTR2 ACTR3 ADAMTS16 AGRN AKIRIN1 AKT1 ANLN APC ARAP1 ARF4 ARF6 ARHGAP24 ARHGAP35 ARHGAP44 ARPC2 ATG3 ATG5 ATMIN ATP7A ATP8B1 AUTS2 AVIL BBS4 BIN3 BRK1 C15orf62 CAPZB CARMIL2 CAV1 CCDC88A CCL19 CCL21 CCP110 CCR7 CDC42 CDC42EP1 CDC42EP2 CDC42EP3 CDC42EP4 CDC42EP5 CDK10 CDKL1 CDKL5 CENPJ CEP120 CEP135 CEP97 CLN3 CLRN1 CNTROB COBL CORO1C CROCC CYFIP1 CYLD DAAM2 DCDC2 DEF8 DMTN DNM3 DOCK11 DPYSL3 DYNC2LI1 DYNLT2B DZIP1 ENTR1 EPHA2 EPHB2 EPS8 EPS8L1 EPS8L2 EPS8L3 EVI5 EVI5L EVL F2RL1 FAM110C FAM98A FER FMR1 FNBP1L FRMD7 FSCN1 FUZ FXR1 FXR2 GAP43 GDI2 GPM6A GSK3B HAP1 HRAS HRG HSP90AA1 HTT ICAM1 IFT140 IFT20 IFT88 INTU KANK1 KCTD17 KIF24 KIT KLF5 LIMK2 LPAR1 MAK MAP4 MAPK15 MARK4 MCIDAS MIEN1 MIR196A1 MIR214 MNS1 MPHOSPH9 MSTN MTOR MYO10 MYO3A MYO3B NCKAP1 NDEL1 NEURL1 NLGN1 NOTO NRP1 OCLN ODAD3 ODF2 ODF2L P2RX4 P2RX7 P2RY12 PALM PFN1 PFN2 PIK3CA PIK3R1 PLCE1 PLD1 PLEK2 PLEKHM1 PLPPR5 PLXNB3 PODXL PPP1R16B PPP1R35 PRKCD RAB11A RAB11FIP3 RAB17 RAB3IP RAB5A RABEP2 RABGAP1 RAC1 RAC2 RALA RAP1GAP RCC2 RDX RHOG RHOQ RIPOR2 RP1 SAXO1 SDCCAG8 SEPTIN7 SEPTIN9 SGSM3 SH3YL1 SLIT2 SRC SRF SRGAP2C STAP1 STAU2 SYNE2 TACSTD2 TAPT1 TBC1D1 TBC1D10A TBC1D10B TBC1D10C TBC1D13 TBC1D14 TBC1D15 TBC1D16 TBC1D17 TBC1D19 TBC1D2 TBC1D20 TBC1D21 TBC1D22A TBC1D22B TBC1D24 TBC1D2B TBC1D3 TBC1D30 TBC1D5 TBC1D7 TBC1D8 TBC1D9B TCHP TENM1 TENM2 TESK1 TGFB3 TGFBR1 TRPM2 TWF1 TWF2 USP17L2 USP6NL WAS WASF2 WASHC1 WASL WDPCP WDR44 WNT1 WRAP73 YAP1 ZMYND10 ZMYND8 GOBP_REGULATION_OF_CELL_PROJECTION_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CELL_PROJECTION_ORGANIZATION ABHD17B ABI2 ABI3 ABITRAM ABL1 ABL2 ACAP3 ACP4 ACTR2 ACTR3 ADAMTS16 ADCY10 ADCY6 ADGRB3 ADNP AGRN AKIRIN1 AKT1 ALK ALKAL1 ALKAL2 AMIGO1 AMIGO3 ANAPC2 ANKRD27 ANLN AP2A1 APC APOE ARAP1 ARC ARF4 ARF6 ARHGAP24 ARHGAP33 ARHGAP35 ARHGAP4 ARHGAP44 ARHGEF7 ARMCX5-GPRASP2 ARPC2 ARPIN ARSB ATF1 ATG3 ATG5 ATMIN ATOH7 ATP1B2 ATP7A ATP8A2 ATP8B1 AUTS2 AVIL B2M BAG5 BAIAP2 BBS4 BCL11A BDNF BIN3 BMP5 BMP7 BMPR2 BRAF BRK1 BRSK1 BRSK2 C15orf62 CAMK1 CAMK1D CAMK2B CAMK2G CAMSAP2 CAPRIN1 CAPRIN2 CAPZB CARM1 CARMIL1 CARMIL2 CAV1 CBFA2T2 CCDC88A CCL19 CCL21 CCP110 CCR7 CD38 CD44 CDC42 CDC42EP1 CDC42EP2 CDC42EP3 CDC42EP4 CDC42EP5 CDH1 CDH2 CDH4 CDHR2 CDHR5 CDK10 CDK5 CDK5R1 CDKL1 CDKL3 CDKL5 CENPJ CEP120 CEP135 CEP97 CERS2 CFL1 CFLAR CHN1 CHODL CHRNA3 CHRNB2 CIB1 CLN3 CLRN1 CNR1 CNTF CNTN1 CNTN2 CNTROB COBL CORO1B CORO1C CRABP2 CRK CRKL CRMP1 CROCC CSMD3 CTNNA2 CUL7 CUX1 CUX2 CX3CL1 CXCL12 CYFIP1 CYLD DAAM2 DAB1 DAB2 DAB2IP DBN1 DCC DCDC2 DDR1 DDR2 DDX56 DEF8 DENND5A DGKG DGUOK DHX36 DIP2B DISC1 DKK1 DLG4 DMTN DNM3 DOCK11 DPYSL3 DPYSL5 DRAXIN DSCAM DTNBP1 DVL1 DVL2 DVL3 DYNC2LI1 DYNLT2B DZIP1 EEF2K EFHC2 EFNA1 EFNA5 EFNB2 EFNB3 EHD1 EIF4G2 ELAVL4 ENC1 ENPP2 ENTR1 EP300 EPHA2 EPHA3 EPHA4 EPHA7 EPHB2 EPHB3 EPO EPS8 EPS8L1 EPS8L2 EPS8L3 ERMN EVI5 EVI5L EVL EZH2 EZR F2RL1 FAM110C FAM98A FAT3 FBXO38 FBXO7 FBXW8 FCGR2B FER FES FEZ1 FEZF2 FGF13 FKBP1B FKBP4 FLNA FMR1 FN1 FNBP1L FRMD7 FSCN1 FSTL4 FUT9 FUZ FXR1 FXR2 FYN FZD1 FZD4 GAK GAP43 GATA3 GDI1 GDI2 GFAP GFI1 GOLGA4 GORASP1 GPC2 GPM6A GPRASP3 GRID2 GRIN2B GRIP1 GRN GSK3A GSK3B HAP1 HDAC2 HDAC6 HECW1 HECW2 HES1 HOMER1 HRAS HRG HSP90AA1 HTT ICAM1 IFRD1 IFT140 IFT20 IFT88 IGF1R IL15RA IL1RAPL1 INPP5F INPP5J INS INTU ISLR2 IST1 ITGA2 ITGA3 ITGA6 ITM2C ITPKA KANK1 KAT2A KAT2B KATNB1 KCTD17 KDM1A KEL KHDC3L KIAA0319 KIDINS220 KIF13B KIF1A KIF24 KIF26A KIT KLF4 KLF5 KLK6 KNDC1 KREMEN1 L1CAM LIMK1 LIMK2 LPAR1 LPAR3 LRIG2 LRP4 LRP8 LRRC4C LRRC7 LRRK2 LTK LYN LZTS1 LZTS3 MACF1 MAG MAGI2 MAK MAP1B MAP2 MAP2K1 MAP2K2 MAP3K13 MAP4 MAP6 MAPK15 MAPT MARK1 MARK2 MARK4 MBOAT1 MCF2 MCIDAS MDK MDM2 MEGF8 METRN MFSD2A MGARP MIEN1 MINAR1 MIR133B MIR196A1 MIR200C MIR21 MIR210 MIR214 MIR219A1 MIR221 MIR222 MIR30B MIR431 MNS1 MOV10 MPHOSPH9 MSTN MT3 MTOR MUSK MYCBP2 MYLIP MYO10 MYO3A MYO3B MYO9A NCK1 NCKAP1 NCKIPSD NCS1 NDEL1 NDNF NDRG4 NEDD4 NEDD4L NEDD9 NEFL NEGR1 NEO1 NEU4 NEURL1 NEUROG3 NFATC4 NFE2L2 NGEF NGF NIN NLGN1 NOTO NOVA2 NPTN NR2E1 NR2F1 NRCAM NRDC NRP1 NSMF NTN1 NTNG1 NTNG2 NTRK1 NTRK2 NTRK3 OBSL1 OCLN ODAD3 ODF2 ODF2L P2RX4 P2RX7 P2RY12 P3H1 PACSIN1 PAFAH1B1 PAK1 PAK2 PAK3 PALM PAQR3 PARP6 PAX6 PDLIM5 PDPN PFN1 PFN2 PIFO PIK3CA PIK3R1 PLA2G3 PLCE1 PLD1 PLEK2 PLEKHM1 PLK5 PLPPR5 PLS1 PLXNA1 PLXNA2 PLXNA3 PLXNA4 PLXNB1 PLXNB2 PLXNB3 PLXNC1 PLXND1 PMP22 PODXL POU3F2 POU4F2 PPFIA2 PPP1R16B PPP1R35 PPP2R5B PPP3CA PQBP1 PRAG1 PREX1 PRKCD PRKCI PRKD1 PRNP PROM2 PRRX1 PSEN1 PTEN PTK2B PTK6 PTK7 PTN PTPN9 PTPRD PTPRF PTPRG PTPRO PTPRS PUM2 RAB11A RAB11FIP3 RAB17 RAB21 RAB29 RAB3IP RAB5A RAB8B RABEP2 RABGAP1 RAC1 RAC2 RALA RAP1A RAP1GAP RAP2A RAPGEF1 RAPGEF2 RCC2 RDX RELN RET RETREG3 RGMA RGS2 RHOA RHOG RHOQ RIPOR2 RIT2 RND2 RNF6 ROBO1 ROBO2 ROBO3 ROR1 ROR2 RP1 RREB1 RTN4 RTN4IP1 RTN4R RTN4RL1 RTN4RL2 RUFY3 RYK S100A9 SARM1 SAXO1 SCARB2 SCARF1 SCN1B SDC2 SDCCAG8 SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SEPTIN7 SEPTIN9 SERPINF1 SERPINI1 SETX SEZ6 SF3A2 SFRP1 SFRP2 SGSM3 SH3YL1 SHANK3 SHOC2 SHOX2 SHTN1 SIPA1L1 SKIL SKOR2 SLC39A12 SLIT1 SLIT2 SLITRK1 SMURF1 SNAP25 SNAPIN SNX3 SPART SPOCK1 SPP1 SPRY2 SPRY3 SRC SRCIN1 SRF SRGAP2C SS18L1 STAP1 STAU2 STK11 STK24 STK25 STMN2 STX1B STYXL1 SYNE1 SYNE2 SYNGAP1 TACSTD2 TANC2 TAPT1 TBC1D1 TBC1D10A TBC1D10B TBC1D10C TBC1D13 TBC1D14 TBC1D15 TBC1D16 TBC1D17 TBC1D19 TBC1D2 TBC1D20 TBC1D21 TBC1D22A TBC1D22B TBC1D24 TBC1D2B TBC1D3 TBC1D30 TBC1D5 TBC1D7 TBC1D8 TBC1D9B TBR1 TBX6 TCHP TENM1 TENM2 TENM3 TESK1 TGFB3 TGFBR1 THY1 TIAM1 TIAM2 TLX2 TMEM106B TMEM30A TNIK TNN TNR TOX TRAK1 TREM2 TRIM46 TRIM67 TRPC5 TRPM2 TRPV2 TRPV4 TSKU TUBB2B TWF1 TWF2 ULK1 ULK2 ULK4 USH1C USP17L2 USP6NL UST VEGFA VIL1 VIM VLDLR VPS35 WAS WASF2 WASHC1 WASHC5 WASL WDPCP WDR44 WNT1 WNT3 WNT3A WNT5A WNT7A WRAP73 XK YAP1 YTHDF1 YWHAH ZDHHC15 ZFYVE27 ZMYND10 ZMYND8 ZNF296 ZNF365 ZNF804A GOBP_REGULATION_OF_CELL_PROJECTION_SIZE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CELL_PROJECTION_SIZE CDHR2 CDHR5 CNTN2 EZR KEL NEFL PLS1 TWF2 USH1C VIL1 WNT7A WNT7B XK GOBP_REGULATION_OF_CELL_PROLIFERATION_INVOLVED_IN_KIDNEY_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CELL_PROLIFERATION_INVOLVED_IN_KIDNEY_DEVELOPMENT BMP4 BMP7 CFLAR EGR1 FLCN GATA3 IL6R ITGB3 LIN28A MIR125A MYC PDGFA PDGFB PDGFD SERPINB7 WT1 GOBP_REGULATION_OF_CELL_PROLIFERATION_IN_BONE_MARROW https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CELL_PROLIFERATION_IN_BONE_MARROW FGFR2 HMGA2 LEF1 MAP3K3 MIR10A MIR188 MIR27B PTH SETD4 GOBP_REGULATION_OF_CELL_SHAPE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CELL_SHAPE ALDOA ANXA1 ARAP1 ARHGAP15 ARHGAP18 ARHGAP35 ARHGEF18 ATP10A BAIAP2 BAMBI BRWD1 BRWD3 BVES C15orf62 CCL11 CCL13 CCL2 CCL24 CCL3 CCL7 CDC42EP1 CDC42EP2 CDC42EP3 CDC42EP4 CDC42EP5 CDC42SE1 CDC42SE2 CFAP410 CFDP1 COCH CORO1A CRK CSF1R CYFIP1 DAG1 DAPK3 DIAPH1 DLC1 DLG1 DMTN DNMBP EPB41L3 EPB42 EPS8 ERMN EZR F11R F2 FAM171A1 FBLIM1 FERMT2 FES FGD1 FGD2 FGD3 FGD4 FGD5 FGD6 FGR FMNL1 FMNL2 FMNL3 FN1 FYN GAS2 GNA12 GNA13 HCK HEXB HPN ITGA7 ITGB2 KDR KIT LIMD1 LPAR1 LST1 MARK2 MIR21 MKLN1 MSN MYH10 MYH14 MYH9 MYL12A MYL12B MYO10 NF2 NHERF1 P2RY1 PALM PALM2AKAP2 PALM3 PALMD PARVA PARVB PDPN PEAK3 PHIP PLEKHO1 PLXNA1 PLXNA2 PLXNA3 PLXNA4 PLXNB1 PLXNB2 PLXNB3 PLXNC1 PLXND1 PRAG1 PRPF40A PTK2 PTK2B RAC1 RAC3 RASA1 RDX RHOG RHOJ RHOQ RHOU SEMA3E SEMA4A SEMA4D SEPTIN7 SH3KBP1 SHROOM3 SLC26A5 SPTA1 STRIP2 SYNE3 TAOK2 TBCCD1 TPM1 VEGFA VIL1 WASF3 WDPCP WDR1 ZMPSTE24 GOBP_REGULATION_OF_CELL_SIZE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CELL_SIZE ABCB8 ABL1 ADCY10 ADNP AKT1S1 AKT3 ANAPC2 ANO6 APOE AQP1 AQP11 AQP4 ARHGAP35 ARHGAP4 ARHGAP5 ATP7A BARHL2 BDNF BMPR2 CAV3 CCDC51 CDH1 CDH4 CDK5 CDKL3 CDKL5 CLCN3 CLCN6 CLN3 CLN8 CLNS1A CRABP2 CREB1 CTTN CXCL12 CYFIP1 DCC DEPTOR DIP2B DISC1 DNM2 DRAXIN DSCAM E2F4 EDN1 EFNA5 EIF4G2 EPHA7 EZR FGF13 FN1 FSTL4 GDI1 GNB3 GOLGA4 GSK3B HDAC6 HSP90AA1 IFRD1 IL7R IQGAP3 ISLR2 IST1 KCNMA1 KCNN4 KDM1A KEL KIAA0319 L1CAM LAMTOR4 LAMTOR5 LARS1 LIMK1 LPAR3 LRRC8A LRRC8E MACF1 MAG MAP1B MAP2 MAP3K13 MAP3K7 MAPT MEGF8 MSN MT3 MTOR MTPN NGF NHERF1 NKX6-1 NPM1 NRCAM NRP1 NTN1 OLFM1 OXSR1 P2RX7 PAFAH1B1 PLEK PLXNA3 PLXNA4 POU4F2 PRKD1 PRR16 PTEN PTPRS PUM2 RAB21 RAC1 RAP1GAP2 RARG RB1CC1 RDX RET RGMA RHOA RND2 RNF6 RPTOR RTN4 RTN4R RUFY3 RYK SCT SCTR SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SHANK3 SHTN1 SIN3A SLC12A1 SLC12A2 SLC12A3 SLC12A4 SLC12A5 SLC12A6 SLC12A7 SLC12A8 SLC12A9 SLC26A5 SLIT1 SMURF1 SPART SPP1 SRF STK39 TNR TRIM46 TRPC5 TRPV2 TRPV4 TSC1 TTL TWF2 UCN ULK1 ULK2 VAV1 VAV2 VAV3 VEGFA WDTC1 WNK1 WNK3 WNT3 WNT3A WNT5A XK ZFYVE27 GOBP_REGULATION_OF_CELL_SUBSTRATE_ADHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CELL_SUBSTRATE_ADHESION ABI3BP ABL1 ACER2 ACTG1 ACTN4 ACVRL1 ADAM15 AGR2 AJAP1 ALOX15 ANGPT2 AP1AR APOA1 APOD ARHGAP6 ARHGEF7 ARL2 ARPC2 ATXN3 BCL2 BCL6 BRAF BST1 C1QBP CALR CAMSAP3 CARMIL1 CASK CASS4 CCDC80 CCL21 CCL25 CCL28 CCN1 CCR7 CD36 CD3E CDC42 CDH13 CDK6 CDKN2A CEACAM6 CIB1 CLASP1 CLASP2 COL16A1 COL1A1 COL26A1 COL8A1 CORO1C CORO2B CRK CRKL CSF1 CSPG5 CX3CL1 DAB2 DAG1 DAPK3 DDR1 DISC1 DLC1 DMP1 DMTN DOCK1 DOCK5 DUSP22 DUSP3 ECM2 EDIL3 EFEMP2 EFNA5 EGFL6 EGFLAM EMILIN1 EMP2 EPB41L5 EPHA1 EPHA3 FAM107A FBLN1 FBLN2 FERMT1 FERMT2 FGA FGB FGG FLNA FMN1 FN1 FOXF1 FUT1 FZD4 FZD7 GBP1 GCNT2 GFUS GPM6B GREM1 GSK3B HAS2 HOXA7 HRG HSD17B12 ILK ITGA3 ITGA5 ITGA6 ITGB1BP1 ITGB3 JAG1 JAK2 JUP KANK1 KDR LDB1 LIMCH1 LIMS1 LIMS2 MACF1 MAP4K4 MDK MELTF MINK1 MIR183 MIR192 MIR29C MIR503 MIR92A1 MIR939 MMP12 MMP14 MYADM MYF5 MYOC NDNF NEDD9 NEXMIF NF1 NF2 NID1 NOTCH1 NPNT NRP1 OLFM4 ONECUT1 ONECUT2 P4HB PDGFB PDPN PEAK1 PHLDB2 PIK3CB PIK3R1 PKHD1 PKP2 PLAU PLEKHA2 PLET1 PLG POLDIP2 POSTN PPM1F PREX1 PRKCE PRKCZ PTEN PTK2 PTK2B PTPRA PTPRJ PTPRO RAC1 RAC2 RAC3 RASA1 RCC2 RELL2 RHOA RIN2 ROCK1 ROCK2 RRAS RREB1 RSU1 S100A10 SDC4 SEMA3E SERPINE1 SFRP1 SKAP1 SLC9A1 SLK SMAD3 SPOCK1 SPOCK2 SPRY4 SRC ST6GAL1 STK4 TACSTD2 TBCD TEK TESK1 THBS1 THY1 TLN1 TRIOBP TSC1 UNC13D UTRN VCL VEGFA VIT VTN VWC2 WASHC2C WDPCP WNT1 WNT4 GOBP_REGULATION_OF_CELL_SUBSTRATE_JUNCTION_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CELL_SUBSTRATE_JUNCTION_ORGANIZATION ABL1 ACTG1 ACVRL1 APOD ARF6 ARHGAP6 CAMSAP3 CLASP1 CLASP2 COL16A1 CORO1C DAPK3 DLC1 DMTN DUSP22 DUSP3 EFNA5 EPB41L5 EPHA3 FAM107A FERMT2 FMN1 GPM6B GREM1 HRG IQSEC1 ITGB1BP1 KDR LAMTOR2 LDB1 LIMCH1 LIMS1 MACF1 MAP4K4 MAPRE2 MMP14 MYOC NRP1 PEAK1 PHLDB2 PIK3R1 POLDIP2 PPM1F PTEN PTK2 PTPRA PTPRJ RAC1 RCC2 RHOA ROCK1 ROCK2 S100A10 SDC4 SFRP1 SLC9A1 SLK SMAD3 SRC TEK THBS1 THY1 TLN1 TSC1 VCL VEGFA WDPCP WNT4 GOBP_REGULATION_OF_CENTRIOLE_REPLICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CENTRIOLE_REPLICATION ALMS1 BRCA1 C10orf90 CDK5RAP2 CENPJ CEP120 CEP295 CEP295NL CEP76 KAT2A KAT2B MDM1 NPM1 NUP62 PLK2 PLK4 PPP1R35 RBM14 SASS6 SPICE1 STIL TRIM37 VPS4B GOBP_REGULATION_OF_CENTROMERE_COMPLEX_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CENTROMERE_COMPLEX_ASSEMBLY H3-3A H3-3B RB1 RNF4 SENP6 TRAPPC12 GOBP_REGULATION_OF_CENTROMERIC_SISTER_CHROMATID_COHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CENTROMERIC_SISTER_CHROMATID_COHESION AXIN2 BUB1 CTCF CTNNB1 NAA10 GOBP_REGULATION_OF_CENTROSOME_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CENTROSOME_CYCLE ALMS1 ATF5 AURKA BRCA1 C10orf90 CCNF CCNL1 CCNL2 CDK5RAP2 CENATAC CENPJ CEP120 CEP131 CEP295 CEP295NL CEP76 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4B CHMP4C CHMP5 CHORDC1 FBXW5 GEN1 KAT2A KAT2B MARK4 MCPH1 MDM1 NAT10 NPM1 NUBP1 NUP62 PDCD6IP PKHD1 PLK2 PLK4 PPP1R35 RAB6C RBM14 ROCK2 SASS6 SIRT1 SPICE1 STIL TMEM67 TRIM37 VPS4B WDR62 XPO1 XRCC3 GOBP_REGULATION_OF_CEREBELLAR_GRANULE_CELL_PRECURSOR_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CEREBELLAR_GRANULE_CELL_PRECURSOR_PROLIFERATION CEND1 EGF FGF2 GLI1 GPR37L1 LHX1 LHX5 SHH SKOR2 SLC6A4 SMO GOBP_REGULATION_OF_CGMP_MEDIATED_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CGMP_MEDIATED_SIGNALING ADORA2B ENSG00000290147 GUCA1A MTNR1B NHERF4 NPPC NPR1 PDE10A PDE11A PDE2A RUNDC3A THBS1 GOBP_REGULATION_OF_CHAPERONE_MEDIATED_AUTOPHAGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CHAPERONE_MEDIATED_AUTOPHAGY ATP13A2 CTSA EEF1A1 EEF1A2 GFAP PLK3 SNCA SNRNP70 GOBP_REGULATION_OF_CHEMOKINE_MEDIATED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CHEMOKINE_MEDIATED_SIGNALING_PATHWAY CCL5 EDN1 HIF1A PADI2 RNF113A ROBO1 SH2B3 SLIT2 SLIT3 TREM2 GOBP_REGULATION_OF_CHEMOTAXIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CHEMOTAXIS ADAM10 ADAM17 ADGRA2 AGER AIF1 AKIRIN1 ANGPT2 ANO6 ARTN ATOH7 AZU1 BMPR2 BST1 C1QBP C3AR1 C5 C5AR1 C5AR2 CALR CAMK1D CASR CCL1 CCL19 CCL2 CCL21 CCL26 CCL3 CCL4 CCL5 CCL7 CCN3 CCR1 CCR2 CCR4 CCR6 CCR7 CD74 CDH13 CMKLR1 CORO1B CREB3 CSF1 CSF1R CX3CR1 CXCL10 CXCL12 CXCL13 CXCL17 CXCL8 CXCR2 CXCR4 CYP19A1 CYRIB DAPK2 DDT DEFB124 DNM1L DPP4 DSCAM DUSP1 DUSP3 EDN1 EDN2 EDN3 EFNB2 ELANE F2RL1 F3 F7 FEZF2 FGF1 FGF10 FGF16 FGF18 FGF2 FGF4 FGFR1 FPR2 GAS6 GPR18 GPR183 GPSM3 GREM1 HDAC6 HMGB1 HRG HSPB1 IL12A IL16 IL23A IL34 IL4 IL6 IL6R ITGA2 JAM3 KDR KLRC4-KLRK1 KLRK1 LBP LGALS9 LGMN LPAR1 LYN MAPK1 MAPK3 MCU MDK MEGF8 MET MICOS10-NBL1 MIF MIR149 MIR15A MIR16-1 MIR223 MIR34A MIR424 MMP28 MOSPD2 MPP1 MSTN MTUS1 MYCBP2 NBL1 NCKAP1L NEDD9 NOD2 NOTCH1 NOVA2 NRP1 NTF3 NTRK3 OXSR1 P2RX4 P2RY12 PADI2 PDGFB PDGFD PDGFRA PDGFRB PGF PLA2G7 PLXNA3 PLXNA4 POU4F2 PPM1F PRKD1 PRKD2 PRSS56 PTK2 PTK2B PTN PTPN2 PTPRO RAC1 RAC2 RARRES2 RIN3 RIPOR2 ROBO1 ROBO2 ROBO3 RYK S100A14 S100A7 S1PR1 SCG2 SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SERPINE1 SLAMF1 SLAMF8 SLC8B1 SLIT1 SLIT2 SMAD3 SMOC2 SPI1 ST6GAL1 STAP1 STK39 STX3 STX4 SUCNR1 SWAP70 TBR1 TGFB1 THBS1 THBS4 TIAM1 TIRAP TMEM102 TMSB4X TNFAIP6 TNFSF14 TNFSF18 TPBG TREM2 TRPV4 TUBB2B USP14 VEGFA VEGFB VEGFC VEGFD WNK1 WNT3 WNT3A WNT5A XCL1 XCL2 YTHDF1 ZNF580 GOBP_REGULATION_OF_CHLORIDE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CHLORIDE_TRANSPORT ABCB1 ATP8B1 CA2 CA7 CFTR GABRE PRKG2 GOBP_REGULATION_OF_CHOLESTEROL_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CHOLESTEROL_BIOSYNTHETIC_PROCESS ABCA2 ABCG1 ABCG4 APOB APOE AQP8 CYP7A1 ERLIN1 ERLIN2 FGF1 LPCAT3 MBTPS1 MBTPS2 MIR182 MIR185 MIR30C1 MIR342 MIR548P MIR96 MIR98 PRKAA1 SCAP SEC14L2 SOD1 SREBF1 SREBF2 GOBP_REGULATION_OF_CHOLESTEROL_EFFLUX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CHOLESTEROL_EFFLUX ABCA1 ABCA12 ABCA2 ABCA3 ABCA5 ABCA7 ABCA8 ABCG1 ABCG4 ADIPOQ APOA1 APOE CAV1 CES1 CETP EEPD1 EGF GPS2 LAMTOR1 LRP1 MIR128-1 MIR130B MIR144 MIR145 MIR148A MIR19B1 MIR206 MIR26A1 MIR27A MIR27B MIR301B MIR302A MIR33A MIR33B MIR613 MIR758 MIR9-1 NAXE NFKBIA NR1H2 NR1H3 PLA2G10 PLTP PON1 PPARG PTCH1 RXRA SHH SIRT1 SREBF2 TREM2 TTC39B YJEFN3 ZDHHC8 GOBP_REGULATION_OF_CHOLESTEROL_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CHOLESTEROL_METABOLIC_PROCESS ABCA2 ABCG1 ABCG4 ACADL ACADVL APOA1 APOB APOE AQP8 ARV1 CES1 CH25H CYP7A1 DGKQ EPHX2 ERLIN1 ERLIN2 FGF1 FMO5 GNB3 LDLR LDLRAP1 LPCAT3 MBTPS1 MBTPS2 MIR182 MIR185 MIR30C1 MIR342 MIR548P MIR96 MIR98 NR1H4 PRKAA1 SCAP SEC14L2 SERPINA12 SOD1 SREBF1 SREBF2 STARD4 TTC39B GOBP_REGULATION_OF_CHOLESTEROL_STORAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CHOLESTEROL_STORAGE ABCA1 ABCG1 APOB CD36 CES1 EHD1 LPL MIR144 MIR146A MSR1 NR1H2 NR1H3 PPARA PPARD PPARG SCARB1 SREBF2 TREM2 TTC39B GOBP_REGULATION_OF_CHONDROCYTE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CHONDROCYTE_DEVELOPMENT AXIN2 HOXA11 PTHLH RFLNA RFLNB SMAD7 GOBP_REGULATION_OF_CHONDROCYTE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CHONDROCYTE_DIFFERENTIATION ACVRL1 ADAMTS12 ADAMTS7 AXIN2 BMP4 BMP6 BMPR1B CCN2 CCN4 CHADL CTNNB1 EFEMP1 FGF18 GDF5 GDF6 GLG1 GLI3 GREM1 HOXA11 IHH LNPK LOXL2 LTBP3 MAF MBOAT2 MDK MUSTN1 NKX3-2 PKDCC PRKG2 PTH PTHLH PTPN11 RARB RARG RFLNA RFLNB RUNX2 SCIN SHOX2 SIX2 SMAD3 SMAD7 SNAI2 SOX5 SOX6 SOX9 TGFBR1 TRPS1 WNT9A ZBTB16 ZNF219 GOBP_REGULATION_OF_CHROMATIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CHROMATIN_BINDING BTAF1 CDT1 DDX11 DTX3L GMNN HMBOX1 KDM4D MED25 PARP9 WAPL ZNF618 GOBP_REGULATION_OF_CHROMATIN_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CHROMATIN_ORGANIZATION AICDA ALKBH4 APOBEC1 ATF7IP ATF7IP2 BAZ1A CDK2 DYRK1A HCFC1 HNRNPU KANSL1 KANSL2 KANSL3 KAT8 KDM1A L3MBTL3 LSM11 MACROH2A1 MBD3L2 MCRS1 METTL4 MKI67 MLLT3 MORC2 MPHOSPH8 MSL1 MSL2 MSL3 OGT PHF2 PHF20 PHF8 PPHLN1 RESF1 RLIM SAMD1 SETD1A SETD5 SETDB1 SETDB2 SSRP1 TAL1 TASOR TET1 TLK1 TLK2 TPR TRIM28 WDR5 ZNF304 GOBP_REGULATION_OF_CHROMOSOME_CONDENSATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CHROMOSOME_CONDENSATION BAZ1B H3-3A H3-3B MCPH1 NCAPD2 NCAPD3 NCAPG NCAPG2 NCAPH NCAPH2 SMARCA5 SMC2 SMC4 GOBP_REGULATION_OF_CHROMOSOME_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CHROMOSOME_ORGANIZATION ACD ACTB ACTL6A ACTL6B ACTR5 ACTR8 ANAPC1 ANAPC11 ANAPC15 ANAPC2 ANAPC4 ANAPC5 ANAPC7 APC ARID1A ARID1B ARID2 ATF7IP ATF7IP2 ATM ATR ATRX AURKB AXIN2 BAZ1B BCL7A BCL7B BCL7C BECN1 BIRC5 BRD7 BUB1 BUB1B BUB3 CCNB1 CCT2 CCT3 CCT4 CCT5 CCT6A CCT7 CCT8 CDC16 CDC20 CDC23 CDC27 CDC6 CDCA8 CDK1 CDK2 CDK5RAP2 CENPE CENPF CENPV CHFR CTC1 CTCF CTNNB1 CUL3 DCP2 DDX11 DHX36 DKC1 DLGAP5 DPF1 DPF2 DPF3 DUSP1 DYNC1LI1 EID3 ERCC1 ERCC4 ESPL1 EXOSC10 FBXO4 FBXO5 FEN1 GEN1 GNL3 GNL3L GTF2H2 H3-3A H3-3B HASPIN HDAC8 HECW2 HMBOX1 HNRNPA1 HNRNPA2B1 HNRNPC HNRNPD HNRNPU IK INCENP INO80 INO80B INO80C INO80D INO80E KAT2B KAT5 KLHL22 KNL1 KNTC1 LCMT1 LIG4 MACROH2A1 MAD1L1 MAD2L1 MAD2L1BP MAD2L2 MAP2K7 MAP3K20 MAP3K4 MAPK1 MAPK15 MAPK3 MAPKAPK5 MAPT MCPH1 MCRS1 MNAT1 MORC2 MOS MPHOSPH8 MRE11 MYC NAA10 NABP2 NAF1 NAT10 NBN NCAPD2 NCAPD3 NCAPG NCAPG2 NCAPH NCAPH2 NDC80 NEK2 NEK6 NEK7 NFRKB NSMCE1 NSMCE2 NSMCE3 NSMCE4A NUF2 NUMA1 PARN PARP1 PBRM1 PCID2 PHF10 PIF1 PINX1 PKIB PLK1 PML PNKP POT1 PPHLN1 PPP1R10 PRAP1 PRKCQ PSMG2 RAD21 RAD50 RB1 RESF1 RIOK2 RMI2 RNF4 RTEL1 RUVBL1 RUVBL2 SENP6 SETDB1 SETDB2 SETMAR SHCBP1L SIRT6 SLF1 SLF2 SLX1A SLX1B SLX4 SMARCA2 SMARCA4 SMARCA5 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMC2 SMC4 SMC5 SMC6 SMG1 SMG5 SMG6 SPC24 SPC25 SPDL1 SRC STN1 SUB1 TACC3 TAL1 TASOR TCP1 TEN1 TENT4B TERF1 TERF2 TERF2IP TEX14 TFPT TINF2 TNKS TNKS2 TOP2A TPR TRAPPC12 TRIM28 TRIP13 TTK UBE2C UCHL5 UPF1 USP44 USP7 WAPL XRCC1 XRCC3 XRCC5 XRN1 YLPM1 YY1 ZNF207 ZNF304 ZW10 ZWILCH ZWINT GOBP_REGULATION_OF_CHROMOSOME_SEGREGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CHROMOSOME_SEGREGATION ACTB ACTL6A ACTL6B ANAPC1 ANAPC11 ANAPC15 ANAPC2 ANAPC4 ANAPC5 ANAPC7 APC ARID1A ARID1B ARID2 ATM AURKB BCL7A BCL7B BCL7C BECN1 BIRC5 BRD7 BUB1 BUB1B BUB3 C9orf78 CCNB1 CDC16 CDC20 CDC23 CDC27 CDC6 CDCA2 CDCA8 CDK1 CDK5RAP2 CENPE CENPF CHFR CSNK2A1 CSNK2A2 CUL3 DLGAP5 DPF1 DPF2 DPF3 DUSP1 DYNC1LI1 ENSG00000266560 ESPL1 FBXO5 GEN1 HASPIN HECW2 HNRNPU HORMAD1 IHO1 IK INCENP KAT2B KAT5 KIF2B KIF2C KLHL22 KNL1 KNTC1 LCMT1 MAD1L1 MAD2L1 MAD2L1BP MAD2L2 MAGEA5P MAP3K20 MAPK15 MKI67 MOS NCAPD2 NCAPD3 NCAPG NCAPG2 NCAPH NCAPH2 NDC80 NEK6 NSMCE2 NUF2 NUMA1 PBRM1 PCID2 PHF10 PLK1 PLSCR1 PRAP1 PSMG2 PUM1 PUM2 RAD18 RAD21 RB1 RCC2 RIOK2 RMI2 SIRT2 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMC2 SMC4 SMC5 SMC6 SPC24 SPC25 SPDL1 TACC3 TEX14 TPR TRIP13 TTK UBE2C USP44 XRCC3 ZNF207 ZW10 ZWILCH ZWINT GOBP_REGULATION_OF_CHRONIC_INFLAMMATORY_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CHRONIC_INFLAMMATORY_RESPONSE ADORA2B CCL5 CYP19A1 FOXP3 IDO1 IL10 IL4 LTA TNF TNFAIP3 GOBP_REGULATION_OF_CILIUM_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CILIUM_ASSEMBLY ADAMTS16 AKT1 ARF4 ARHGAP35 ATG3 ATG5 ATMIN BBS4 CCDC88A CCP110 CDK10 CDKL1 CDKL5 CENPJ CEP120 CEP135 CEP97 CNTROB CROCC CYLD DCDC2 DYNC2LI1 DYNLT2B DZIP1 ENTR1 EVI5 EVI5L FUZ GDI2 GSK3B HAP1 HTT IFT140 IFT20 IFT88 INTU KCTD17 KIF24 LIMK2 LPAR1 MAK MAP4 MAPK15 MARK4 MCIDAS MNS1 MPHOSPH9 NOTO ODAD3 ODF2 ODF2L PPP1R35 RAB11A RAB11FIP3 RABEP2 RABGAP1 RP1 SAXO1 SDCCAG8 SEPTIN7 SEPTIN9 SGSM3 SYNE2 TAPT1 TBC1D1 TBC1D10A TBC1D10B TBC1D10C TBC1D13 TBC1D14 TBC1D15 TBC1D16 TBC1D17 TBC1D19 TBC1D2 TBC1D20 TBC1D21 TBC1D22A TBC1D22B TBC1D24 TBC1D2B TBC1D3 TBC1D30 TBC1D5 TBC1D7 TBC1D8 TBC1D9B TCHP TESK1 USP6NL WDPCP WDR44 WRAP73 YAP1 ZMYND10 GOBP_REGULATION_OF_CILIUM_BEAT_FREQUENCY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CILIUM_BEAT_FREQUENCY BBS1 BBS2 BBS4 CATSPER1 CCDC39 CCDC40 CFAP20 CFAP206 CFAP43 CFAP45 CYB5D1 DNAAF1 DNAH11 GAS2L2 MKKS ODAD2 TTLL6 GOBP_REGULATION_OF_CILIUM_BEAT_FREQUENCY_INVOLVED_IN_CILIARY_MOTILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CILIUM_BEAT_FREQUENCY_INVOLVED_IN_CILIARY_MOTILITY BBS1 BBS2 BBS4 CATSPER1 CFAP20 CFAP45 GAS2L2 MKKS TTLL6 GOBP_REGULATION_OF_CILIUM_DEPENDENT_CELL_MOTILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CILIUM_DEPENDENT_CELL_MOTILITY BBS1 BBS2 BBS4 CATSPER1 CCR6 CFAP20 CFAP206 CFAP45 CFAP69 CLXN DEFB1 EPPIN GAS2L2 IQCF1 KIF9 MKKS PGAM4 PRDM14 RGN RNASE10 SEMG1 SEMG2 TAC4 TACR1 TACR2 TACR3 TEX101 TPPP2 TTLL6 GOBP_REGULATION_OF_CILIUM_MOVEMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CILIUM_MOVEMENT BBS1 BBS2 BBS4 CATSPER1 CCDC39 CCDC40 CCDC65 CCR6 CFAP20 CFAP206 CFAP298 CFAP43 CFAP45 CFAP69 CLXN CYB5D1 DEFB1 DNAAF1 DNAH11 DRC1 EPPIN GAS2L2 IQCF1 KIF9 MKKS ODAD2 PGAM4 PRDM14 RGN RNASE10 RSPH4A SEMG1 SEMG2 TAC4 TACR1 TACR2 TACR3 TEX101 TPPP2 TTLL6 GOBP_REGULATION_OF_CIRCADIAN_RHYTHM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CIRCADIAN_RHYTHM ADCY1 ADORA1 ADORA2A ADRB1 ATG7 ATOH7 BHLHE40 BMAL1 BMAL2 BTRC CCAR2 CDK1 CHRNB2 CIPC CLOCK CRH CRTC1 CRY1 CRY2 CSF2 CSNK1D CSNK1E DDB1 DRD2 DRD4 EZH2 FBXL17 FBXL21P FBXL3 FBXW11 FBXW7 FXR1 GHRH GHRL GNA11 GNAQ GSK3B HCRTR2 HDAC3 HNF4A HNRNPD ID2 KAT5 KCNA2 KDM2A KLF10 MAGED1 MAGEL2 MAPK10 MAPK8 MAPK9 MTA1 MTNR1B MTOR NKX2-1 NLGN1 NOCT NONO NPS NR1D1 NR1D2 NR1H3 NR2F6 OPN3 OPN4 OPN5 OPRL1 PARP1 PASD1 PDE6B PER1 PER2 PER3 PHLPP1 PIWIL2 PML PPARA PPARG PPARGC1A PPP1CA PPP1CB PPP1CC PRKAA1 PRKAA2 PRKCG PRKDC PRKG1 PROX1 PSPC1 PTGDS RBM4 RBM4B ROCK2 RORA RORB RORC SFPQ SIAH2 SIK1 SIN3A SIRT6 SOX14 SPSB4 SRRD TARDBP THRAP3 TIMELESS TOP2A TP53 UBE3A USP2 USP7 USP9X ZFHX3 GOBP_REGULATION_OF_CIRCADIAN_SLEEP_WAKE_CYCLE_NON_REM_SLEEP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CIRCADIAN_SLEEP_WAKE_CYCLE_NON_REM_SLEEP ADORA1 GHRL KCNA2 MTNR1B PARP1 GOBP_REGULATION_OF_CLATHRIN_DEPENDENT_ENDOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CLATHRIN_DEPENDENT_ENDOCYTOSIS AAK1 BMP2K CCDC32 DAB2 DGKD DNAJC6 HIP1R NEU3 PIK3CB PROM2 SCYL2 SH3GL3 SMAP1 SNAP91 TNK2 UBQLN2 UNC119 USH1G WASL GOBP_REGULATION_OF_COAGULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_COAGULATION ADAMTS18 ADTRP ALOX12 ANO6 ANXA2 ANXA5 APOE APOH C1QTNF1 CAV1 CD36 CD9 CEACAM1 CPB2 DMTN EDN1 EMILIN1 EMILIN2 ENPP4 EPHB2 F11 F12 F2 F2R F2RL1 F3 F7 FAP FGA FGB FGG FOXA2 GP1BA HPSE HRG HS3ST5 KLKB1 KNG1 KRT1 MIR19B1 NFE2L2 NOS3 PDGFA PDGFB PDGFRA PLAT PLAU PLAUR PLG PRDX2 PRKCD PRKG1 PROC PROCR PROS1 PSEN1 SERPINB2 SERPINC1 SERPINE1 SERPINE2 SERPINF2 SERPING1 SH2B3 ST3GAL4 TBXA2R TFPI THBD THBS1 TSPAN8 UBASH3B USF1 VKORC1 VTN GOBP_REGULATION_OF_COA_TRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_COA_TRANSFERASE_ACTIVITY AGT AGTR1 APOA1 APOA2 APOA4 APOE CHRNA7 DBI MIR27A MIR27B GOBP_REGULATION_OF_COLLAGEN_FIBRIL_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_COLLAGEN_FIBRIL_ORGANIZATION AEBP1 CHADL COLGALT1 EFEMP2 EMILIN1 MIR29B1 RB1 TNXB GOBP_REGULATION_OF_COLLAGEN_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_COLLAGEN_METABOLIC_PROCESS AMELX BMP4 CBX8 CIITA CREB3L1 CST3 CYGB CYP7A1 DDR2 EMILIN1 ENG F2 F2R FAP HDAC2 IHH IL6 INHBA ITGA2 ITGB1 LARP6 MFAP4 MIR145 MIR149 MIR218-1 MIR29A MIR29B1 MIR92A1 MYB NOTCH1 NPPC RGCC RUNX1 SCX SERPINB7 SERPINF2 SUCO TGFB1 TGFB3 UCN VIM VSIR WNT4 GOBP_REGULATION_OF_COLLATERAL_SPROUTING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_COLLATERAL_SPROUTING BDNF CRABP2 DCC EFNA5 EPHA7 FGF13 FSTL4 IFRD1 IST1 LPAR3 NGF PTPRS RGMA RND2 SEMA4D SPART SPP1 ULK1 ULK2 WNT3 WNT3A GOBP_REGULATION_OF_COMPLEMENT_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_COMPLEMENT_ACTIVATION A2M C1QBP C3 C4BPA C4BPB CD46 CD55 CD59 CD5L CFH CR1 CR1L CR2 IL1B MIR520B MIR520E PHB1 PHB2 SERPING1 SUSD4 SVEP1 TREM2 VSIG4 GOBP_REGULATION_OF_COMPLEMENT_ACTIVATION_ALTERNATIVE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_COMPLEMENT_ACTIVATION_ALTERNATIVE_PATHWAY CFH CR1 MIR520B MIR520E SUSD4 VSIG4 GOBP_REGULATION_OF_COMPLEMENT_ACTIVATION_CLASSICAL_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_COMPLEMENT_ACTIVATION_CLASSICAL_PATHWAY C4BPA C4BPB CD46 CR1 CR1L CR2 SUSD4 SVEP1 TREM2 GOBP_REGULATION_OF_COMPLEMENT_DEPENDENT_CYTOTOXICITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_COMPLEMENT_DEPENDENT_CYTOTOXICITY CD55 CD59 CD5L CFH CR1 CR1L IL10 IL11 IL13 IL4 TGFB2 GOBP_REGULATION_OF_CONNECTIVE_TISSUE_REPLACEMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CONNECTIVE_TISSUE_REPLACEMENT MIR15B MIR16-1 MIR17 MIR195 MIR199A1 MIR199B MIR214 MIR34A MIR34B MIR34C PPARG PPP3CA ROCK1 ROCK2 RUNX1 GOBP_REGULATION_OF_CORE_PROMOTER_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CORE_PROMOTER_BINDING FOXC1 GTF2B IFNG PAX6 PSEN1 GOBP_REGULATION_OF_CORTICOSTEROID_HORMONE_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CORTICOSTEROID_HORMONE_SECRETION AGT AGTR1 BMP6 C1QTNF1 CRH CRHR1 CRY1 CRY2 DAB2 GAL GALR1 GHRL POMC PTPN11 REN TSPO GOBP_REGULATION_OF_CORTICOTROPIN_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CORTICOTROPIN_SECRETION CRH CRHBP GHRL RAB8B UCN GOBP_REGULATION_OF_CORTISOL_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CORTISOL_BIOSYNTHETIC_PROCESS BMP2 BMP5 DGKQ DKK3 H6PD REST WNT4 GOBP_REGULATION_OF_CYCLASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CYCLASE_ACTIVITY ACR ADCYAP1 ADGRV1 ADORA2B ADORA3 ADRB2 ADRB3 AKAP5 AVPR2 CACNA1C CACNA1D CALCR CAP1 CAP2 CCR2 CRHR1 DRD1 DRD2 DRD3 DRD5 EDNRA EDNRB ENSG00000290147 FSHR GABBR2 GALR1 GIPR GLP1R GNAI2 GNAI3 GRM2 GRM3 GUCA1A GUCA1B LGR4 LGR5 LHCGR LTB4R2 MAPK14 MAPK3 MAPK8 NF1 NOS1 NOS2 NOS3 ORAI1 P2RY11 PALM RAF1 RD3 RXFP1 RXFP2 STIM1 TMIGD3 TSHR GOBP_REGULATION_OF_CYCLIC_NUCLEOTIDE_PHOSPHODIESTERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CYCLIC_NUCLEOTIDE_PHOSPHODIESTERASE_ACTIVITY CALM1 CALM2 CALM3 EGLN1 GNAT1 MAPK7 RACK1 SLC39A14 GOBP_REGULATION_OF_CYCLIN_DEPENDENT_PROTEIN_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CYCLIN_DEPENDENT_PROTEIN_KINASE_ACTIVITY ACTB ADAM17 AKT1 APC BCCIP BLM CCNA1 CCNA2 CCNB1 CCNB2 CCNB3 CCND1 CCND2 CCND3 CCNE1 CCNE2 CCNF CCNG1 CCNG2 CCNH CCNI CCNI2 CCNJ CCNJL CCNK CCNO CCNP CCNT1 CCNT2 CCNY CDC25A CDC25C CDC37 CDC6 CDK5R1 CDK5R2 CDK5RAP1 CDK5RAP3 CDK7 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CDKN2D CDKN3 CEBPA DIRAS3 EGFR GADD45A GTF2H1 GTPBP4 HERC5 HEXIM1 HEXIM2 HHEX HSP90AB1 INCA1 IPO5 IPO7 LATS1 LATS2 MAPRE3 MEN1 MIR103A1 MIR15A MIR711 MNAT1 MYOCD NR2F2 PKD1 PKD2 PKMYT1 PLK1 PROX1 PSMD10 PSRC1 PTEN RGCC SERTAD1 SPDYA STOX1 TFAP4 TTBK1 GOBP_REGULATION_OF_CYSTEINE_TYPE_ENDOPEPTIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CYSTEINE_TYPE_ENDOPEPTIDASE_ACTIVITY ACER2 ACVR1C AIFM1 AIM2 AKT1 ANP32B APAF1 AQP1 ARL6IP1 ARL6IP5 ASPH ATP2A3 AVP BAD BAK1 BAX BBC3 BCAP31 BCL10 BCL2L10 BCL2L12 BCL2L13 BID BIRC2 BIRC3 BLID BOK CAAP1 CARD16 CARD18 CARD8 CARD9 CASC2 CASP1 CASP10 CASP2 CASP8 CASP8AP2 CASP9 CAST CD44 CDKN2D CIDEB CLEC7A COL4A3 CRADD CSN2 CSNK2A1 CST1 CST2 CST3 CST4 CST5 CST7 CTSD CYCS CYFIP2 DAP DAPK1 DDX3X DELE1 DHCR24 DIABLO DLC1 DNAJB6 DPEP1 EGLN3 EIF2AK3 EPHA7 F2R F3 FABP1 FADD FAM162A FAS FASLG FIS1 FNIP1 FOXL2 FYN GAS6 GPER1 GPX1 GRAMD4 GRIN1 GRIN2A GRIN2B GSN HGF HIP1 HIP1R HMGB1 HSPD1 HSPE1 HTRA2 IFI16 IFI6 IFT57 IGBP1 JAK2 KHDC1 KHDC1L KLF4 LAMP3 LAMTOR5 LAPTM5 LCK LGALS9 LGMN LTF MAGEA3 MALT1 MAP2K5 MAP3K5 MAPT MEFV MIR15A MIR17 MIR27B MIRLET7B MMP9 MTCH1 MUL1 MYC NAIP NDUFA13 NGFR NKX3-1 NLRC4 NLRP1 NLRP12 NLRP2 NLRP3 NOD1 NODAL NOL3 PAK2 PARK7 PAX2 PCID2 PDCD2 PDCD5 PDCD6 PERP PIDD1 PIH1D1 PLAUR PMAIP1 PPARG PPM1F PRR7 PSMB9 PYCARD RACK1 RAF1 REST RFFL RFPL1 RIPK2 RNF34 ROBO1 RPS27L RPS3 RPS6KA1 RPS6KA3 S100A8 S100A9 SENP1 SFN SH3RF1 SIAH2 SIRT1 SLC22A2 SMAD3 SNCA SOX2 SOX7 SRC ST18 ST20 SYK TBC1D10A THBS1 TNF TNFSF10 TNFSF15 TRIAP1 TTBK1 UACA USP47 USP50 VCP VEGFA XDH XIAP GOBP_REGULATION_OF_CYSTEINE_TYPE_ENDOPEPTIDASE_ACTIVITY_INVOLVED_IN_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CYSTEINE_TYPE_ENDOPEPTIDASE_ACTIVITY_INVOLVED_IN_APOPTOTIC_PROCESS ACER2 ACVR1C AIFM1 AKT1 ANP32B APAF1 AQP1 ARL6IP1 ARL6IP5 ATP2A3 AVP BAD BAX BBC3 BCAP31 BCL10 BCL2L10 BCL2L12 BCL2L13 BID BLID BOK CAAP1 CARD16 CARD8 CARD9 CASC2 CASP1 CASP10 CASP2 CASP8 CASP8AP2 CASP9 CD44 CDKN2D CLEC7A COL4A3 CRADD CSNK2A1 CTSD CYCS DAP DAPK1 DDX3X DELE1 DHCR24 DIABLO DLC1 DNAJB6 DPEP1 EGLN3 EIF2AK3 EPHA7 F2R F3 FABP1 FAM162A FAS FASLG FIS1 FNIP1 FOXL2 GAS6 GPER1 GPX1 GRAMD4 GSN HGF HIP1 HIP1R HMGB1 HSPD1 HSPE1 HTRA2 IFI6 IFT57 IGBP1 JAK2 KHDC1 KHDC1L KLF4 LAMP3 LAMTOR5 LAPTM5 LCK LGALS9 MAGEA3 MALT1 MAP2K5 MAP3K5 MAPT MIR15A MIR17 MIR27B MIRLET7B MMP9 MTCH1 MUL1 MYC NAIP NDUFA13 NGFR NKX3-1 NLRC4 NLRP1 NLRP12 NLRP2 NLRP3 NOD1 NODAL NOL3 PAK2 PARK7 PAX2 PDCD2 PDCD5 PDCD6 PIDD1 PIH1D1 PLAUR PMAIP1 PPARG PPM1F PRR7 PYCARD RACK1 RAF1 REST RFFL RFPL1 RNF34 ROBO1 RPS27L RPS3 RPS6KA1 RPS6KA3 S100A8 S100A9 SENP1 SFN SH3RF1 SIAH2 SIRT1 SLC22A2 SMAD3 SNCA SOX2 SOX7 SRC ST18 ST20 SYK THBS1 TNF TNFSF10 TNFSF15 TRIAP1 UACA USP47 VCP VEGFA XDH XIAP GOBP_REGULATION_OF_CYSTEINE_TYPE_ENDOPEPTIDASE_ACTIVITY_INVOLVED_IN_APOPTOTIC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CYSTEINE_TYPE_ENDOPEPTIDASE_ACTIVITY_INVOLVED_IN_APOPTOTIC_SIGNALING_PATHWAY CAAP1 FAS GSN HTRA2 JAK2 LGALS9 MMP9 PARK7 PIH1D1 PLAUR PRR7 ST18 GOBP_REGULATION_OF_CYSTEINE_TYPE_ENDOPEPTIDASE_ACTIVITY_INVOLVED_IN_EXECUTION_PHASE_OF_APOPTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CYSTEINE_TYPE_ENDOPEPTIDASE_ACTIVITY_INVOLVED_IN_EXECUTION_PHASE_OF_APOPTOSIS PAK2 RFFL RFPL1 RNF34 RPS3 GOBP_REGULATION_OF_CYTOCHROME_C_OXIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CYTOCHROME_C_OXIDASE_ACTIVITY COA8 COX17 NDUFA4 PHB2 SPHK2 GOBP_REGULATION_OF_CYTOKINESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CYTOKINESIS AHCTF1 ANKRD53 AURKA AURKB AURKC BBS4 BCL2L1 BECN1 BIRC5 BIRC6 BRCA2 CALM1 CALM2 CALM3 CCP110 CDC14A CDC14B CDC14C CDC25B CDC42 CDC6 CDCA8 CENPV CETN2 CHMP3 CHMP4C CIT CSPP1 CUL3 CXCR5 DCDC1 DRD2 DRD3 E2F7 E2F8 ECT2 ENTR1 FLCN FSD1 GIPC1 GIT1 IGF1R INCENP KIF13A KIF14 KIF20A KIF20B KIF23 KIF3B KLHL13 KLHL21 KLHL9 MAP10 MAP9 MRGPRX2 MYO19 NUP62 OPN1LW OPN1MW OPN1MW2 OR1A2 OR2A4 PDXP PIK3C3 PIK3R4 PIN1 PKN2 PKP4 PLK1 PLK3 POLDIP2 PRC1 PRKCE PRPF40A RAB11A RAB11FIP3 RAB11FIP4 RACGAP1 RHOA RXFP3 SETD2 SH3GLB1 SPAST SSTR5 SVIL TAS1R2 TAS2R13 TEX14 UVRAG VPS4A WNK1 ZFYVE19 ZFYVE26 GOBP_REGULATION_OF_CYTOPLASMIC_MRNA_PROCESSING_BODY_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CYTOPLASMIC_MRNA_PROCESSING_BODY_ASSEMBLY CNOT1 CNOT2 CNOT6 CNOT6L NBDY PAN2 PAN3 PATL2 GOBP_REGULATION_OF_CYTOPLASMIC_TRANSLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CYTOPLASMIC_TRANSLATION CNBP CPEB1 CPEB2 CPEB3 CPEB4 CSDE1 DHX36 DHX9 EIF2AK4 FMR1 HNRNPD HNRNPU IGF2BP1 IMPACT LIN28A METTL3 MTOR NCK1 NMNAT2 PABPC1 PAIP1 PARP16 PKM RBM24 RPL13A SH3BGRL SYNCRIP UNK YBX1 YBX3 YTHDF2 ZCCHC13 ZNF385A GOBP_REGULATION_OF_CYTOPLASMIC_TRANSLATIONAL_INITIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CYTOPLASMIC_TRANSLATIONAL_INITIATION EIF2AK4 IMPACT METTL3 MTOR NCK1 RPL13A SH3BGRL YTHDF2 GOBP_REGULATION_OF_CYTOPLASMIC_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CYTOPLASMIC_TRANSPORT ARFIP1 ATP9A CHMP3 DAB2 DENND10 DNAJC13 EIPR1 EZR LRRK2 MAP2 MAP2K1 MAP2K2 MAPK1 MAPK3 MECP2 MSN MTMR2 NF2 PRKN PTPN23 RAB11A RAB11FIP3 RAB21 RAB29 RDX SNX12 SNX3 SORL1 SRC TRIM46 USP7 VPS11 GOBP_REGULATION_OF_CYTOSKELETON_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CYTOSKELETON_ORGANIZATION ABI2 ABITRAM ABL1 ABL2 ACTG1 ACTN2 ADD1 ADD2 ADD3 AKAP13 AKAP9 ALMS1 ALOX15 ANKRD23 ANKRD53 AP1AR APC APC2 APOA1 ARAP1 ARF1 ARF6 ARFGEF1 ARFIP1 ARFIP2 ARHGAP17 ARHGAP18 ARHGAP28 ARHGAP35 ARHGAP40 ARHGAP44 ARHGAP6 ARHGEF10 ARHGEF10L ARHGEF15 ARHGEF18 ARHGEF19 ARHGEF2 ARHGEF5 ARHGEF7 ARL2 ARPC2 ARPC3 ARPC5 ARPC5L ARPIN ASAP3 ATAT1 ATXN7 AVIL BAG4 BAIAP2 BAIAP2L1 BAIAP2L2 BBS4 BCAS3 BICD1 BICD2 BIN1 BMERB1 BMP10 BORA BRAF BRCA1 BRK1 BST1 BST2 C15orf62 C9orf72 CAMSAP1 CAMSAP2 CAMSAP3 CAPG CAPN10 CAPN2 CAPN6 CAPZA1 CAPZA2 CAPZA3 CAPZB CARMIL1 CARMIL2 CARMIL3 CAV3 CCDC88A CCL11 CCL21 CCL24 CCL26 CCN2 CCNF CCR7 CCSAP CD2AP CD47 CDC42 CDC42EP1 CDC42EP2 CDC42EP3 CDC42EP4 CDC42EP5 CDH5 CDK10 CDK2AP2 CDK5R1 CDK5RAP2 CDKN1B CELSR1 CENATAC CENPJ CEP120 CEP295 CEP70 CEP97 CFL2 CGNL1 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CIB1 CKAP2 CKAP5 CLASP1 CLASP2 CLIC4 CLIP1 CLIP3 CLN3 CLTC CORO1A CORO1B CORO2B COTL1 CRACD CRK CSF1R CSF3 CTNNA2 CTTN CX3CL1 CXCL12 CYFIP1 CYFIP2 CYLD CYRIA CYRIB DAAM2 DAPK3 DCTN1 DIAPH1 DIXDC1 DLC1 DLG1 DMTN DNAI3 DRG1 DSTN DYNC1H1 DYRK1A ECT2 EDN1 EFNA5 ELN EML2 EML3 EPHA1 EPHA3 EPHA5 EPS8 ESAM EVL EZR F11R F2RL1 FAM107A FCHSD1 FCHSD2 FER FERMT2 FES FGF13 FHOD1 FHOD3 FKBP4 FLII FLNA FMN1 FRMD7 FRMPD2 FSCN1 FSD1 FZD10 GAS2L1 GAS2L2 GBA2 GIT1 GMFB GMFG GNAI1 GPM6B GPR65 GPSM2 GRB2 GRHL3 GSK3B GSN HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HAX1 HCK HCLS1 HDAC6 HDGFL3 HIP1R HNRNPU HRAS HRG HSPA1A HSPA1B IL1A INPP5K IQCJ-SCHIP1 IQGAP2 ITGB1BP1 ITGB3 JAM3 KANK1 KANK2 KANK3 KANK4 KAT2A KAT2B KATNB1 KATNBL1 KIF18A KIRREL1 LATS1 LIMA1 LIMCH1 LIMK1 LMOD1 LMOD2 LMOD3 LPAR1 LRP1 MAGEL2 MAP1A MAP1B MAP1S MAP2 MAP6 MAP6D1 MAP9 MAPK1 MAPK15 MAPK3 MAPRE1 MAPRE2 MAPRE3 MAPT MARK2 MDM1 MECP2 MEGF9 MET MID1 MID1IP1 MIR1-1 MIR138-1 MIR149 MIR20A MIR21 MIR214 MIR335 MKKS MLST8 MPDZ MTOR MTPN MTSS1 MYADM MYCBP2 MYLK3 MYO3A MYO3B MYOC NAA80 NAV3 NCK1 NCK2 NCKAP1 NCKAP1L NEB NEDD9 NES NEXN NF2 NPHS1 NPM1 NRP1 NUBP1 NUMA1 NUP62 OCLN ODAM OR2A4 P2RX7 PAFAH1B1 PAK1 PAK2 PAK3 PARP3 PATJ PDCD6IP PDE4DIP PDGFA PDGFRA PDGFRB PDXP PEAK3 PFDN2 PFN1 PFN2 PFN3 PFN4 PHLDB1 PHLDB2 PICK1 PIK3CA PIK3R1 PIK3R2 PKD1 PLEK PLEKHG2 PLEKHH2 PLK1 PLK4 PLXNA3 PLXNB1 PPFIA1 PPM1E PPM1F PPP1R35 PREX1 PRKAA1 PRKAA2 PRKCD PRKCE PRKD1 PRKN PROX1 PRUNE1 PSRC1 PTGER4 PTK2 PTK2B PXN PYCARD RAC1 RAC3 RAE1 RALA RANGRF RAPGEF3 RASA1 RBM14 RDX RGCC RGS4 RHOA RHOC RHOG RHOQ RHPN1 RHPN2 RHPN2P1 RICTOR RNF4 RNH1 ROCK1 ROCK2 RPS3 S100A10 S100A8 S100A9 S1PR1 SASS6 SCIN SDC4 SEMA5A SENP6 SERPINF2 SFRP1 SH3BP1 SHANK1 SHANK3 SIGLEC15 SKA1 SKA2 SKA3 SLAIN1 SLAIN2 SLC39A12 SLC4A2 SLC9A1 SLIT2 SMAD3 SMAD4 SMIM22 SNCA SNX9 SORBS3 SPAG5 SPAST SPATA4 SPEF1 SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 SSH1 SSH2 SSH3 STAU2 STIL STMN1 STMN2 STMN3 STMN4 STMND1 SVIL SWAP70 SYDE1 SYNPO SYNPO2 SYNPO2L TACC3 TACR1 TACSTD2 TAOK1 TAOK2 TBCD TENM1 TESK1 TGFB3 TGFBR1 TJP1 TMEFF2 TMEM67 TMOD1 TMOD2 TMOD3 TMOD4 TMSB10 TMSB15A TMSB15B TMSB15C TMSB4X TMSB4Y TOGARAM1 TPM1 TPPP TPR TPX2 TRAF3IP1 TRIM27 TRIM36 TRIM37 TRIM54 TRIOBP TRPM2 TRPV4 TSC1 TTBK2 TTC8 TUBB4A TWF1 TWF2 VASP VIL1 VILL VPS4B WAS WASF1 WASF2 WASF3 WASH3P WASH6P WASHC1 WASHC2A WASHC2C WASHC3 WASHC4 WASHC5 WDR1 WDR47 WHAMM WNT11 WNT3A WNT4 GOBP_REGULATION_OF_CYTOSOLIC_CALCIUM_ION_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_CYTOSOLIC_CALCIUM_ION_CONCENTRATION ADCY8 ADORA1 ATP2B1 ATP2B2 ATP2B3 ATP2B4 BOK CACNB2 CACNB4 CALB1 CALB2 CALCA CALCB CAV1 CAV2 CAV3 CDH23 CLN3 CNGB1 CNR1 ERC2 F2 FKBP1B FZD9 GPER1 GPR3 GRIA1 GRID2IP GRM1 GRM5 HCRTR1 HCRTR2 HRC HTR1B ITPR1 P2RX1 P2RY1 P2RY4 PLN PRKACA RYR1 RYR2 SCGN SLC35G1 SLC8A2 SLC8B1 SV2B TMEM178A TMEM64 TRPC1 TRPC3 TRPC4 TRPC5 TRPC6 TRPC7 TSPOAP1 TUNAR WBP2NL WNT5A YWHAE GOBP_REGULATION_OF_DEFENSE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_DEFENSE_RESPONSE A2M ABCC1 ABHD12 ACE2 ACOD1 ACP5 ADA ADAM8 ADAMTS12 ADAR ADIPOQ ADORA1 ADORA2A ADORA2B AGER AGT AGTR1 AHR AHSG AIM2 AKIRIN2 AKNA AKT1 ALOX15 ALOX5 ALOX5AP ALPK1 ANKRD17 ANXA1 AOAH AP1G1 AP3B1 APCS APOA1 APOBEC3F APOBEC3G APOE APP APPL1 APPL2 AREL1 ARG1 ARG2 ARMH4 ARNT ARRB2 ASH1L ATAT1 ATG12 ATG5 ATM AURKB BANF1 BAP1 BCL10 BCL6 BCR BIRC2 BIRC3 BPIFB1 BRCC3 BRD4 BST1 BTK C1QBP C1QTNF12 C1QTNF3 C2CD4A C2CD4B C3 CACTIN CADM1 CAMK2N1 CARD16 CARD8 CARD9 CASP1 CASP4 CASP6 CASP8 CAV1 CCDC92 CCL1 CCL24 CCL3 CCL5 CCN3 CCN4 CCR2 CCR7 CD14 CD160 CD1D CD200 CD200R1 CD200R1L CD226 CD28 CD300A CD300LF CD36 CD40 CD47 CD81 CD96 CDC37 CDH5 CEACAM1 CEBPA CEBPB CELF1 CEP63 CFH CGAS CHRNA7 CHUK CLEC12B CLEC4E CLEC6A CLEC7A CLNK CLOCK CLPB CMA1 CNOT7 CNR1 COLEC10 COLEC11 COLEC12 CPTP CR1 CREB3L3 CREBBP CRK CRTAM CSNK1A1 CST7 CTSC CTSS CX3CL1 CXCL17 CXCL6 CYBA CYLD CYP19A1 DAB2IP DAGLA DAGLB DCST1 DDT DDX3X DDX60 DEFB114 DHX33 DHX58 DHX9 DNASE1 DNASE1L3 DRD2 DROSHA DTX3L DTX4 DUOXA1 DUOXA2 DUSP10 ECSIT EDNRB EIF2AK2 EIF2AK4 EIF4E2 ELANE ELF4 ELMOD2 EMILIN1 EMILIN2 ENPP3 EP300 EPG5 EPHB2 ERAP1 ERBIN EREG ESR1 ETS1 EVPL EXTL3 F12 F2RL1 FABP4 FADD FAM3A FANCA FANCD2 FBXL2 FCGR1A FCGR2B FCN1 FCN2 FCN3 FCRL3 FEM1A FFAR2 FFAR3 FFAR4 FGL2 FGR FLOT1 FLOT2 FNDC4 FOSL1 FOXF1 FOXP1 FOXP3 FPR2 FURIN FUT7 FXR1 FYN GATA3 GATA6 GBA1 GBP2 GBP5 GFER GFI1 GGT1 GGT2P GGT3P GHRL GHSR GIGYF2 GIT1 GPATCH3 GPER1 GPR108 GPR17 GPR31 GPR4 GPRC5B GPS2 GPSM3 GPX1 GRAMD4 GRN GRP GRPR GSDMD GSTP1 HAMP HAVCR2 HCK HERC5 HEXIM1 HGF HLA-A HLA-B HLA-DRB1 HLA-E HLA-F HLA-G HMGB1 HMGB2 HPX HSP90AA1 HSPA1A HSPA1B HSPA8 HSPD1 HYAL2 IDO1 IER3 IFI16 IFI35 IFIH1 IFNB1 IFNG IFNK IFNLR1 IGF1 IKBKB IKBKE IL10 IL10RA IL12A IL12B IL12RB1 IL13 IL15 IL16 IL17A IL17F IL17RA IL18 IL18RAP IL1B IL1R1 IL1RL1 IL1RL2 IL2 IL20 IL20RB IL21 IL22 IL22RA1 IL22RA2 IL23A IL23R IL27 IL2RA IL33 IL37 IL4 IL6 IL6ST ILRUN INAVA INS IPO5 IRAK1 IRAK2 IRAK3 IRAK4 IRF1 IRF3 IRF4 IRF7 IRGM ISG15 ISL1 ITCH JAK2 KARS1 KCNJ8 KIR2DL4 KIR2DS2 KLF4 KLK3 KLK5 KLK7 KLKB1 KLRB1 KLRC1 KLRC2 KLRC3 KLRC4 KLRC4-KLRK1 KLRD1 KLRK1 KRT1 LACC1 LAG3 LAMP1 LBP LDLR LEP LETMD1 LGALS1 LGALS2 LGALS9 LGR4 LILRA2 LILRA4 LILRA5 LILRB1 LPCAT3 LPL LRCH4 LRFN5 LRP8 LRRC14 LRRC19 LRRK2 LRSAM1 LSM14A LTA LTF LY96 LYAR LYN MACIR MAP2K6 MAP3K7 MAPK13 MAPK14 MAPK3 MAPK7 MAPK8 MAPKAPK2 MAPKAPK3 MAPKBP1 MARK4 MAS1 MATR3 MAVS MBL2 MCPH1 MDK MED1 MEF2C MEFV METRNL METTL3 MFHAS1 MGLL MGST2 MICA MICB MIR105-1 MIR126 MIR128-1 MIR138-1 MIR140 MIR141 MIR142 MIR144 MIR145 MIR146A MIR149 MIR15A MIR15B MIR16-1 MIR17 MIR181A2 MIR181B1 MIR181C MIR187 MIR195 MIR199A1 MIR19A MIR19B1 MIR204 MIR205 MIR206 MIR20A MIR21 MIR22 MIR221 MIR222 MIR223 MIR26A1 MIR26B MIR302E MIR30C2 MIR31 MIR361 MIR3909 MIR4286 MIR488 MIR520B MIR520E MIR590 MIR657 MIR6869 MIR708 MIR766 MIR920 MIR92A1 MIRLET7G MKRN2 MMP12 MMP26 MMP3 MMP8 MMP9 MMRN2 MNDA MUL1 MVK MYD88 N4BP1 NAGK NAGLU NAIP NAPEPLD NCF1 NCR1 NCR3 NDFIP1 NEAT1 NECTIN2 NEK7 NFE2L2 NFKB1 NFKBIA NFKBIL1 NFKBIZ NINJ1 NKG7 NLRC3 NLRC4 NLRC5 NLRP1 NLRP10 NLRP11 NLRP12 NLRP13 NLRP14 NLRP2 NLRP2B NLRP3 NLRP4 NLRP5 NLRP6 NLRP7 NLRP8 NLRP9 NLRX1 NMI NOD1 NOD2 NONO NOP53 NPAS2 NPLOC4 NPY5R NR1D1 NR1D2 NR1H2 NR1H3 NR1H4 NT5C2 NT5E NUPR1 OAS1 OAS3 OASL OPTN OSM OSMR OTOP1 OTUD4 OTULIN PAK1 PAK2 PAK3 PARK7 PARP1 PARP14 PARP9 PBK PCBP2 PDCD4 PDE2A PDPK1 PELI1 PENK PGC PGLYRP1 PGLYRP2 PHB1 PHB2 PIK3AP1 PIK3CG PIK3R1 PIK3R6 PJA2 PLA2G10 PLA2G2A PLA2G2D PLA2G3 PLA2G5 PLA2G7 PLCG1 PLCG2 PLK2 PLSCR1 POLR3B POLR3C POLR3D POLR3F POLR3G PPARA PPARD PPARG PPM1B PPP2CA PPP2R3C PPP6C PQBP1 PRKCD PRKCE PRKD1 PRKDC PROC PSMA1 PSMA6 PSMB4 PSPC1 PTGER3 PTGER4 PTGES PTGIS PTGS2 PTPN1 PTPN11 PTPN2 PTPN22 PTPN6 PTPRC PTPRS PUM1 PUM2 PVR PYCARD PYDC1 PYDC2 PYDC5 PYHIN1 RAB11FIP2 RAB7B RABGEF1 RAET1E RAET1G RAG1 RASGRP1 RB1 RBM14 RBM47 REG3A REG3G RELA RFTN1 RHBDD3 RHBDF2 RICTOR RIGI RIOK3 RIPK1 RIPK2 RNF125 RNF135 RNF185 RNF216 RNF26 RNF31 RORA RPS19 RPS6KA3 RSAD2 RTN4 S100A12 S100A14 S100A8 S100A9 SAA1 SAMHD1 SARM1 SBNO2 SCARA3 SCGB1A1 SCIMP SEC14L1 SELE SELENOK SELENOS SEMA7A SERPINB4 SERPINB9 SERPINE1 SERPING1 SETD4 SETD6 SFPQ SH2D1A SH2D1B SHARPIN SHPK SIGLEC10 SIGLEC16 SIN3A SIRPA SIRT2 SLAMF6 SLAMF8 SLC15A2 SLC15A3 SLC15A4 SLC39A8 SLC46A2 SMAD3 SMPDL3B SNCA SNX4 SNX6 SOCS3 SOCS5 SOD1 SPATA2 SPHK1 SPI1 SPINK5 SPN SRC STAP1 STAT1 STAT2 STAT3 STAT5B STING1 STK39 STMP1 SUCNR1 SUSD4 SYK SYT11 TAFA3 TARBP2 TASL TBK1 TEK TGFB1 TICAM1 TICAM2 TIFA TIRAP TKFC TLR1 TLR10 TLR2 TLR3 TLR4 TLR5 TLR6 TLR7 TLR8 TLR9 TMEM126A TMSB4X TNC TNF TNFAIP3 TNFAIP6 TNFAIP8L2 TNFRSF11A TNFRSF1A TNFRSF1B TNFSF11 TNFSF18 TNFSF4 TNIP1 TNIP2 TNIP3 TOMM70 TRADD TRAF3 TRAF3IP1 TRAF3IP2 TRAF6 TRAFD1 TREM2 TREML4 TREX1 TRIL TRIM11 TRIM15 TRIM21 TRIM22 TRIM25 TRIM3 TRIM31 TRIM38 TRIM41 TRIM44 TRIM45 TRIM5 TRIM56 TRIM6 TRIM62 TRIM65 TRPV4 TSLP TSPAN32 TSPAN6 TTBK1 TTLL12 TXK TYRO3 TYROBP UBE2K UBQLN1 UCN UFD1 UFL1 UNC93B1 USP15 USP17L2 USP18 USP27X USP29 USP38 USP50 VAMP2 VAMP3 VAMP7 VAMP8 VAV1 VPS35 VSIG4 WDFY1 WFDC1 WNT5A XCL1 XIAP XRCC5 XRCC6 YES1 YTHDF2 YTHDF3 YWHAZ ZBP1 ZC3H12A ZCCHC3 ZDHHC1 ZDHHC11 ZDHHC12 ZDHHC18 ZDHHC5 ZFP36 ZMPSTE24 ZNFX1 ZNRF1 ZNRF4 ZP3 GOBP_REGULATION_OF_DEFENSE_RESPONSE_TO_BACTERIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_DEFENSE_RESPONSE_TO_BACTERIUM ARG2 CYBA EMILIN1 EMILIN2 F2RL1 FOXP1 GRN HAVCR2 KLK3 KLK5 KLK7 MAPKBP1 MIR181B1 MMRN2 NLRP10 NOD2 PGC SIGLEC16 SPINK5 SYT11 GOBP_REGULATION_OF_DEFENSE_RESPONSE_TO_FUNGUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_DEFENSE_RESPONSE_TO_FUNGUS ARG1 FAM3A PLA2G5 SPI1 TRIM62 USP15 GOBP_REGULATION_OF_DEFENSE_RESPONSE_TO_VIRUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_DEFENSE_RESPONSE_TO_VIRUS AIM2 APOBEC3F APOBEC3G ATG12 ATG5 C1QBP CARD8 CCDC92 CGAS CPTP CSNK1A1 DHX58 DHX9 DTX3L EIF2AK4 ELMOD2 ERBIN F2RL1 FBXL2 FGL2 FOXP3 GPATCH3 GRAMD4 HERC5 HSP90AA1 HSPA8 IFNLR1 IL12B IL12RB1 IL15 IL1B IL23A IL23R IL27 IL4 ILRUN IRGM ITCH LILRA4 LILRB1 MAVS MEFV MICB MIR26B MMP12 MUL1 NLRC3 NLRP2B NLRX1 NPLOC4 NT5C2 PARP9 PCBP2 PPM1B PQBP1 PTPN22 PTPRS PYCARD PYDC1 PYDC2 PYDC5 RAB7B RIGI RIOK3 RNF125 RNF216 RNF26 SEC14L1 SELENOK SIN3A SIRT2 SPN STAT1 STING1 TARBP2 TKFC TNFAIP3 TOMM70 TRAF3 TRAF3IP1 TRAF3IP2 TREM2 TRIM11 TRIM22 TRIM31 TRIM38 TRIM44 TRIM6 TSPAN32 TSPAN6 UBQLN1 UFD1 USP17L2 ZC3H12A ZDHHC1 ZDHHC11 ZDHHC12 ZMPSTE24 ZNRF4 GOBP_REGULATION_OF_DEFENSE_RESPONSE_TO_VIRUS_BY_HOST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_DEFENSE_RESPONSE_TO_VIRUS_BY_HOST AIM2 APOBEC3F APOBEC3G CGAS DHX9 DTX3L EIF2AK4 HSP90AA1 IFNLR1 IL12B IL12RB1 IL15 IL1B IL23A IL23R IL27 IL4 LILRB1 MAVS MICB MMP12 MUL1 NT5C2 PARP9 PQBP1 PTPN22 PYCARD RIGI RNF216 SELENOK SIN3A STAT1 STING1 TARBP2 TNFAIP3 TOMM70 TRAF3IP2 TRIM22 TRIM44 TRIM6 USP17L2 ZC3H12A ZDHHC1 ZDHHC11 GOBP_REGULATION_OF_DELAYED_RECTIFIER_POTASSIUM_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_DELAYED_RECTIFIER_POTASSIUM_CHANNEL_ACTIVITY AKAP6 ANK3 KCNAB1 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNG1 KCNRG KCNS1 KCNS2 MIR1-1 MIR133A1 NOS1AP NPPA RNF207 SUMO1 VAMP2 GOBP_REGULATION_OF_DENDRITE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_DENDRITE_DEVELOPMENT ABL1 ADGRB3 ALK ANAPC2 ANKRD27 ARF6 ARMCX5-GPRASP2 BAIAP2 BCL11A BMP5 BMP7 CAMK1D CAMK2B CAMSAP2 CAPRIN1 CAPRIN2 CARM1 CDKL3 CDKL5 CHRNA3 CHRNB2 COBL CRK CRKL CSMD3 CUL7 CUX1 CUX2 CYFIP1 DAB2IP DBN1 DCC DGKG DHX36 DPYSL5 EEF2K ELAVL4 EPHA4 EPHB2 EZH2 FAT3 FBXW8 FZD4 GORASP1 GPRASP3 GSK3B HDAC6 HECW1 HECW2 IL1RAPL1 ITPKA KHDC3L KIAA0319 KNDC1 LRP8 LZTS1 MARK1 MFSD2A MGARP NEDD4 NEDD4L NEUROG3 NFATC4 NR2E1 NSMF OBSL1 PACSIN1 PAFAH1B1 PARP6 PPP3CA PQBP1 PREX1 PTN PTPRD RAB17 RAB21 RAP2A RAPGEF2 RELN RTN4IP1 SARM1 SDC2 SEMA4D SEZ6 SKOR2 SS18L1 STAU2 STK11 SYNE1 TBC1D24 TIAM1 TLX2 TMEM106B TNIK TRPC5 VLDLR YWHAH ZDHHC15 ZNF296 GOBP_REGULATION_OF_DENDRITE_EXTENSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_DENDRITE_EXTENSION BCL11A CACNG7 CPNE5 CPNE6 CPNE9 CXCR4 ITSN2 MECP2 MUL1 NEDD4L OSTN PLAA PRKN RASAL1 RIMS1 RIMS2 RNF157 SLC23A2 SMURF1 SPAG9 SYT1 SYT14P1 SYT17 SYT2 SYT3 SYT4 UNC13A GOBP_REGULATION_OF_DENDRITE_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_DENDRITE_MORPHOGENESIS ADGRB3 ANAPC2 ANKRD27 ARMCX5-GPRASP2 BAIAP2 CAMK2B CAPRIN1 CAPRIN2 CDKL3 CDKL5 CHRNA3 CHRNB2 CUL7 CUX1 CUX2 DBN1 DHX36 DPYSL5 EEF2K EPHA4 EPHB2 FBXW8 FZD4 GORASP1 GPRASP3 GSK3B HDAC6 HECW1 HECW2 IL1RAPL1 ITPKA KNDC1 LRP8 LZTS1 NEDD4 NEDD4L NEUROG3 NFATC4 NR2E1 NSMF OBSL1 PAFAH1B1 PARP6 PPP3CA PQBP1 PTPRD RAB21 RAP2A RAPGEF2 RELN SARM1 SDC2 SEMA4D SKOR2 SS18L1 STAU2 STK11 SYNE1 TBC1D24 TIAM1 TLX2 TNIK TRPC5 YWHAH GOBP_REGULATION_OF_DENDRITIC_CELL_ANTIGEN_PROCESSING_AND_PRESENTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_DENDRITIC_CELL_ANTIGEN_PROCESSING_AND_PRESENTATION CCL19 CCL21 CCR7 CD68 CD74 FCGR2B FGL2 NOD1 NOD2 SLC11A1 THBS1 GOBP_REGULATION_OF_DENDRITIC_CELL_CHEMOTAXIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_DENDRITIC_CELL_CHEMOTAXIS C1QBP CALR CCL21 CCR6 CCR7 GAS6 IL12A LGALS9 SLAMF1 SLAMF8 SPI1 TNFSF18 GOBP_REGULATION_OF_DENDRITIC_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_DENDRITIC_CELL_DIFFERENTIATION AGER CEBPB FCGR2B HLA-B HLA-G HMGB1 LGALS1 LGALS3 LGALS9 LILRB1 LILRB2 MIR223 TMEM176A TMEM176B ZBTB46 GOBP_REGULATION_OF_DENDRITIC_SPINE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_DENDRITIC_SPINE_DEVELOPMENT APOE ARF6 ARMCX5-GPRASP2 ASAP1 BAIAP2 C21orf91 CAMK1 CAMK2B CAPRIN1 CAPRIN2 CDKL5 CPEB3 CUX2 DBN1 DHX36 DISC1 DLG5 DNM3 DTNBP1 EEF2K EFNA1 EIF4G2 EPHB2 FMR1 FOXO6 FSTL4 GPRASP3 GRIN3A HDAC2 IL2 ITPKA KIF1A LLPH LPAR1 LRP8 MAPK6 MAPKAPK5 MECP2 MEF2C NEURL1 NGEF NLGN1 NLGN2 PAFAH1B1 PPFIA2 PSEN1 PTEN PTPRS RELN SDK1 SHANK1 SHANK3 SRGAP2C STAU2 TANC2 TIAM1 ZMYND8 GOBP_REGULATION_OF_DENDRITIC_SPINE_MAINTENANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_DENDRITIC_SPINE_MAINTENANCE ABHD17B APOE FCGR2B FYN GRIN2B HOMER1 INS MIR30B NEDD9 PRNP VPS35 ZMYND8 ZNF804A GOBP_REGULATION_OF_DENDRITIC_SPINE_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_DENDRITIC_SPINE_MORPHOGENESIS ABI2 ABI3 ARC ARHGAP33 ARHGAP44 ARMCX5-GPRASP2 BAIAP2 CAMK2B CAPRIN1 CAPRIN2 CDK5 CDK5R1 CFL1 CUX2 DBN1 DHX36 DNM3 DTNBP1 EEF2K EFNA1 EPHA4 EPHB2 GPRASP3 ITPKA KIF1A LRP8 LRRK2 LZTS3 NGEF NLGN1 PAFAH1B1 PDLIM5 PPFIA2 PTEN RELN SHANK3 SIPA1L1 SRCIN1 STAU2 TANC2 TIAM1 ZDHHC15 GOBP_REGULATION_OF_DEOXYRIBONUCLEASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_DEOXYRIBONUCLEASE_ACTIVITY AKT1 DDX11 DFFA GZMA HMGB1 NPM1 PCNA PRKCD RPS3 SIRT1 GOBP_REGULATION_OF_DEPHOSPHORYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_DEPHOSPHORYLATION ADORA1 AGTR2 AMBRA1 ANKLE2 ARPP19 BMP2 BOD1 CALM1 CALM2 CALM3 CAMTA1 CD300A CD33 CDCA2 CDH5 CDK5RAP3 CHP1 CHP2 CHRM5 CNEP1R1 CRY2 DLC1 ENSA FCRL3 FKBP1A FKBP1B GBA1 GNA12 GPLD1 GSK3B HSP90AB1 HSP90B1 HTT IFNG IGBP1 IGBP1C IKBKB INPP5K IQGAP1 ITGA1 LGALS3 LILRB2 MAGI2 MASTL MEF2C MFHAS1 MGAT5 MIR146A MTMR1 MTMR2 MTMR3 MTMR4 MTMR9 MTOR NCKAP1L NSMF NUAK1 PDGFRB PIN1 PINK1 PLEK PPIA PPP1R12A PPP1R14D PPP1R15A PPP1R15B PPP1R16B PPP1R17 PPP1R1B PPP1R2 PPP1R2B PPP1R2C PPP1R2P1 PPP1R7 PPP1R8 PPP2R3C PPP2R5A PPP2R5D PPP4R4 PPP6R1 PPP6R2 PPP6R3 PRKCD PTBP1 PTPA PTPRC RIPK3 ROCK1 ROCK2 SEMA4D SMG5 SMG6 SMG7 SMPD1 SPPL3 SRC STYXL1 SWAP70 TGFB1 TGFB2 TIPRL TNF TSC1 URI1 YWHAB YWHAE GOBP_REGULATION_OF_DEVELOPMENTAL_GROWTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_DEVELOPMENTAL_GROWTH ABL1 ACACB ACTN3 ADCY10 ADNP ADRB1 ADRB2 ADRB3 AFG3L2 AGR2 AGRN AKAP6 AKT1 ANAPC2 APOE APP AR ARHGAP4 ARX ATP8A2 ATRN BARHL2 BASP1 BBS2 BBS4 BCL11A BCL2 BCL2L11 BDNF BMP10 BMPR1A BMPR2 CACNG7 CAPN3 CAV3 CDH1 CDH4 CDK1 CDK5 CDKL3 CDKL5 CDKN1A CDKN1B CGA CHD7 CITED2 COLQ CPNE5 CPNE6 CPNE9 CRABP2 CREB1 CSF1 CTDP1 CTTN CXCL12 CXCR4 CYFIP1 DCC DIO3 DIP2B DISC1 DLL1 DNM2 DRAXIN DRD2 DSCAM DUSP10 DUSP6 EDN1 EFNA5 EIF4G2 EPHA7 EPPK1 ERBB4 EZR FGF13 FGF2 FGF20 FGF8 FGF9 FGFR2 FGFR3 FLVCR1 FN1 FOSL2 FOXC1 FOXC2 FOXP1 FOXS1 FSTL4 FTO FXN G6PD GAMT GATA6 GDF15 GDF5 GDI1 GH1 GHR GHRH GHRHR GHRL GHSR GJD4 GLI1 GOLGA4 GPAM GPAT4 GPR21 GSK3A GSK3B HDAC3 HDAC6 HEY2 HLX HNF1B HOPX HTRA2 IFRD1 IGF1 IGF2 IL7 INSR ISLR2 IST1 ITSN2 JARID2 KCNK2 KIAA0319 L1CAM LATS1 LATS2 LEP LGMN LIMK1 LPAR3 MACF1 MAEL MAG MAP1B MAP2 MAP3K13 MAPK11 MAPK14 MAPT MBD5 MECP2 MEF2C MEGF8 MFSD2A MIR1-1 MIR17HG MIR199A1 MIR199B MIR19A MIR19B1 MIR200B MIR204 MIR208A MIR222 MIR25 MIR29B1 MIR509-1 MIR548C MIR590 MIR873 MKKS MSTN MT3 MTM1 MUL1 MUSK MYCBP2 MYH6 MYOD1 MYOZ1 NEDD4L NGF NIPBL NKD1 NKX2-5 NKX6-1 NOG NOTCH1 NPPC NPY1R NRCAM NRP1 NTN1 OLFM1 OSTN PAFAH1B1 PARP2 PEX5 PI16 PIK3CA PIM1 PLAA PLAC8 PLCB1 PLS1 PLXNA3 PLXNA4 POU3F2 POU4F2 PPARA PPARD PPIB PRKN PRLH PROX1 PTCH1 PTEN PTPRS PUM2 RAB21 RAG2 RAI1 RASAL1 RBP4 RBPJ RGMA RGS2 RGS4 RIMS1 RIMS2 RND2 RNF157 RNF6 RPS6KB1 RTN4 RTN4R RUFY3 RUNX1 RYK SASH3 SAV1 SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SERP1 SGPL1 SHTN1 SIN3A SIX1 SIX4 SLC23A2 SLC6A3 SLC6A4 SLIT1 SMAD7 SMO SMURF1 SOCS2 SOD1 SOX15 SPAAR SPAG9 SPART SPP1 SPTBN4 SRF STAT3 STAT5A STAT5B STC2 STK3 STK4 SYT1 SYT14P1 SYT17 SYT2 SYT3 SYT4 TBX2 TBX20 TBX5 TGFBR1 TGFBR3 TLL2 TNR TOMM70 TP73 TRIM46 TRPC5 TRPV2 TTL TWF2 ULK1 ULK2 UNC13A VEGFA VGLL4 VIL1 WNT2 WNT3 WNT3A WNT5A WT1 WWC1 WWC2 WWC3 YAP1 YBX3 YY1 ZFPM2 ZFYVE27 ZMPSTE24 ZP3 GOBP_REGULATION_OF_DEVELOPMENT_HETEROCHRONIC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_DEVELOPMENT_HETEROCHRONIC ASCL1 DLL1 FGF9 HES1 HMGN1 JAG1 NODAL NOTCH1 NR2E1 PAX6 RBPJ SERPINE2 GOBP_REGULATION_OF_DIGESTIVE_SYSTEM_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_DIGESTIVE_SYSTEM_PROCESS ABCG5 ABCG8 APOA1 APOA2 APOA4 AQP1 CYP8B1 DCANP1 ENPP7 EPB41 FGF10 GHRL GHSR HAMP HIP1R KCNQ1 LEP LPCAT3 NEUROD1 NEUROG1 NPSR1 NR1H2 NR1H3 OPRK1 PPP3CA PRAP1 PTGER3 SCT SGK1 SLC22A5 SPINK1 STK39 TFF2 TIFAB TYMP WNK1 WNK4 GOBP_REGULATION_OF_DNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_DNA_BINDING ACD BCL3 CDT1 CEBPG CPNE1 CSNK2B DAZAP2 DDIT3 DDRGK1 DOT1L E2F1 EDF1 EGF EP300 ERCC4 FOXC1 GATA1 GATA3 GTF2B GZMA H1-0 HABP4 HAND1 HAND2 HES1 HEY1 HEY2 HJURP HMGA2 HMGB1 HMGB2 IFI16 IFNG IGF1 ILRUN JAK2 JUN KDM1A LAMTOR5 LEF1 MAD2L2 MAPK8 MDFI MMP9 MSX2 NEUROD1 NFKBIA NGF NIBAN2 NME1 NSD1 PARK7 PAX6 PER2 PINX1 PLAUR POU4F1 POU4F2 PPARG PRKN PSEN1 PYHIN1 RB1 RNF220 RSF1 SIRT2 SKI SMO SOX11 SP100 SUMO1 SUMO3 SUMO4 TFAP4 TGFB1 TMSB4X TNKS TRAF6 TRIM6 TWIST1 TXN ZBTB7A ZC4H2 ZNF593 ZNF675 GOBP_REGULATION_OF_DNA_BINDING_TRANSCRIPTION_FACTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_DNA_BINDING_TRANSCRIPTION_FACTOR_ACTIVITY ABRA ACOD1 ADAM8 ADCY1 ADCY8 ADGRG3 ADORA3 AGER AGT AIM2 AKT1 ALK ANKRD42 ANXA3 ANXA4 APP AR ARHGEF2 ARHGEF5 ARID5B ARRB1 ARRB2 ATF2 BCL10 BCL3 BEX1 BHLHE40 BMP2 BMP7 BRMS1 BTK BTRC BUD31 C14orf39 C3orf33 C8orf44-SGK3 CACTIN CAMK1D CAMK2A CAPN3 CARD11 CARD14 CARD16 CARD8 CARD9 CAV1 CCDC22 CD200 CD36 CD40 CD40LG CDK5RAP3 CDKN2A CEBPG CFLAR CHP1 CHUK CIB1 CLEC7A CLOCK CLU CMKLR1 COMMD1 COMMD6 COMMD7 COPS5 CREBZF CRNN CRTC1 CRTC2 CRTC3 CSF3 CTNNB1 CTNNBIP1 CX3CL1 CX3CR1 CYLD CYP1B1 DAB2IP DAP DDIT3 DDR2 DDRGK1 DHX33 DHX9 DVL2 EDA EDA2R EDN1 EGLN1 EIF2AK2 EIF2AK4 ENPP1 EOMES EP300 EPHA5 ERBIN ERC1 ESR1 ESR2 FAF1 FANK1 FER FLNA FLOT1 FLOT2 FOXA1 FOXA2 FOXH1 FOXJ1 FOXP3 FOXS1 FZD1 FZD2 FZD4 FZD6 G3BP2 GFI1 GLIS2 HAND1 HAVCR2 HCK HCLS1 HDAC2 HDAC4 HDAC5 HES1 HES6 HEYL HIF1AN HIPK2 HMOX1 HSF1 HSPA1A HSPA1B ID1 ID2 ID3 IKBKB IKBKE IKBKG IL10 IL18 IL18R1 IL18RAP IL1B IL1RAP IL6 INS IRAK1 IRAK2 IRAK3 ITCH JMY JUP KDM1A KDM5A KEAP1 KIT KLF4 LAMTOR5 LGALS9 LPAR5 LRP6 LRP8 LRRC14 LRRK2 LTF MAD2L2 MALT1 MAP2K5 MAP3K10 MAP3K13 MAVS MBTPS2 MDFI MEN1 MID2 MIR1-1 MIR101-1 MIR1246 MIR128-1 MIR133B MIR138-1 MIR140 MIR144 MIR15A MIR16-1 MIR199A1 MIR19B1 MIR21 MIR26A1 MIR27A MIR30C2 MIR498 MIR508 MIR613 MIR892B MIR9-1 MTDH MTPN MTURN MYD88 MYOCD NEUROD1 NEUROD2 NEUROG1 NEUROG2 NFAM1 NFKBIA NFKBIB NFKBIE NFKBIL1 NHLH2 NKX6-1 NLRC3 NLRC4 NLRC5 NLRP12 NLRP2B NLRP3 NOD1 NOD2 NODAL NPM1 NR0B1 NR0B2 NTRK1 NTS NUPR1 NWD1 OPRD1 OTULIN PARK7 PARP10 PAXIP1 PEX14 PHB2 PIDD1 PIM1 PKD1 PKD2 PKHD1 PLA2G10 PLA2G1B PLCG2 PLPP3 POU4F1 POU4F2 PPARG PPARGC1A PPARGC1B PPIA PPP2CB PPRC1 PRDX3 PRKCB PRKCH PRKCI PRKCQ PRKCZ PRKD1 PRKD2 PRMT2 PRNP PROX1 PSMA6 PSMD10 PTCH1 PTEN PTGIS PYCARD PYDC1 PYDC2 RAB7B RB1 RBCK1 RELA RELN RFPL1 RFPL2 RFPL3 RFPL4A RFPL4AL1 RGCC RHEBL1 RIGI RIPK1 RIPK2 RIPK3 RIPK4 RNF2 RNF220 RNF25 RNF31 ROR1 RPS3 RPS6KA4 RPS6KA5 RTKN2 RWDD3 S100A12 S100A8 S100A9 SETD6 SFRP4 SFRP5 SGK1 SGK3 SHH SIGIRR SIK1 SIRT1 SLCO3A1 SMAD3 SMAD7 SMARCA4 SMARCB1 SMO SP100 SPHK1 SPI1 SRF STAT3 STING1 STK3 STK36 SUFU SUMO1 SYK SYT14P1 TAF1 TAF3 TAX1BP1 TBX6 TBXT TCEAL7 TCF3 TCF7L2 TERF2IP TFDP1 TFDP3 TFRC TGFB1 TICAM1 TICAM2 TIRAP TLR2 TLR4 TLR6 TLR9 TMIGD3 TMSB4X TNF TNFAIP3 TNFRSF11A TNFRSF4 TNFSF11 TNFSF18 TNFSF4 TP53BP1 TRADD TRAF1 TRAF2 TRAF3 TRAF5 TRAF6 TRIB1 TRIM13 TRIM14 TRIM15 TRIM21 TRIM22 TRIM25 TRIM26 TRIM27 TRIM31 TRIM32 TRIM34 TRIM37 TRIM38 TRIM40 TRIM5 TRIM52 TRIM58 TRIM6 TRIM62 TRIM68 TRIM8 TSSK4 UBE2N UBE2V1 UFL1 USP7 WFS1 WNT1 WNT2 WNT5A WWP2 XCL1 ZBTB7A ZC3H12A ZC4H2 ZIC2 ZNF431 ZNF675 GOBP_REGULATION_OF_DNA_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_DNA_BIOSYNTHETIC_PROCESS ACD ACVRL1 ADIPOQ ANKRD1 ATM ATR AURKB BMPR2 CCNA2 CCT2 CCT3 CCT4 CCT5 CCT6A CCT7 CCT8 CDKN1A CERS1 CHEK1 CHTF18 CHTF8 CTC1 CTNNB1 CYP1B1 DACH1 DCP2 DKC1 DNAJC2 DSCC1 ERCC4 EXOSC10 FBXO4 FGF2 FGFR4 GDF2 GFER GNL3L GREM1 GRHL2 HGF HMBOX1 HNRNPA1 HNRNPA2B1 HNRNPC HNRNPD HNRNPU HSP90AA1 HSP90AB1 ING4 ING5 JADE1 JADE2 JADE3 KAT7 KCNK2 KLF4 MAP2K7 MAP3K4 MAPK1 MAPK15 MAPK3 MAPKAPK5 MEAF6 MEN1 MYC NABP2 NAF1 NAT10 NEK2 NEK7 NFATC1 NIBAN2 NOX4 NPPC NVL PARM1 PARN PARP3 PARP4 PCNA PDGFA PDGFB PDGFRB PIF1 PINX1 PKIB PNKP POLG2 POT1 PRKCQ PRKD2 PTGES3 PTK2B RFC2 RFC3 RFC4 RFC5 RGCC RGN SH2B1 SMG5 SMG6 SMOC2 SRC STN1 TCP1 TEN1 TENT4B TERF1 TERF2 TFDP1 TINF2 TNF TNKS TNKS2 TOM1L1 TP53 USP1 WRAP53 XRCC5 XRN1 GOBP_REGULATION_OF_DNA_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_DNA_CATABOLIC_PROCESS AIFM1 APAF1 ATM BAX CIDEA DFFA DFFB HSF1 IL6 MIR146A NMNAT1 RGN ST20 GOBP_REGULATION_OF_DNA_DAMAGE_CHECKPOINT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_DNA_DAMAGE_CHECKPOINT BABAM2 BARD1 BRCA1 BRCA2 BRCC3 CCAR2 CRY1 CUL4A DDX39B ETAA1 FBXO4 FEM1B MAP3K20 PPP1R10 RAD51 RFWD3 RNASEH2B RPA2 TELO2 THOC1 THOC5 TTI1 TTI2 WDR76 GOBP_REGULATION_OF_DNA_DAMAGE_RESPONSE_SIGNAL_TRANSDUCTION_BY_P53_CLASS_MEDIATOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_DNA_DAMAGE_RESPONSE_SIGNAL_TRANSDUCTION_BY_P53_CLASS_MEDIATOR ANKRD1 ATM ATR CD44 CD74 COPS3 DDX5 DYRK1A DYRK3 EEF1E1 HIC1 ING4 KDM1A KMT5A MARCHF7 MDM2 MIF MSX1 NPM1 PLA2R1 PMAIP1 PSMD10 PTTG1IP PYHIN1 RPL26 SIRT1 SMYD2 SNAI1 SNAI2 SOX4 SPRED1 SPRED2 TP53 TWIST1 YJU2 ZMPSTE24 ZNF385A ZNHIT1 GOBP_REGULATION_OF_DNA_DAMAGE_RESPONSE_SIGNAL_TRANSDUCTION_BY_P53_CLASS_MEDIATOR_RESULTING_IN_TRANSCRIPTION_OF_P21_CLASS_MEDIATOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_DNA_DAMAGE_RESPONSE_SIGNAL_TRANSDUCTION_BY_P53_CLASS_MEDIATOR_RESULTING_IN_TRANSCRIPTION_OF_P21_CLASS_MEDIATOR COPS3 ING4 PYHIN1 RPL26 ZNF385A ZNHIT1 GOBP_REGULATION_OF_DNA_DEMETHYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_DNA_DEMETHYLATION A1CF APOBEC1 DPPA3 GATA3 HNRNPAB OTUD4 STPG1 STPG4 TOX TRIM28 USP7 USP9X GOBP_REGULATION_OF_DNA_DIRECTED_DNA_POLYMERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_DNA_DIRECTED_DNA_POLYMERASE_ACTIVITY CHTF18 CHTF8 DSCC1 PCNA POLG2 RFC2 RFC3 RFC4 RFC5 GOBP_REGULATION_OF_DNA_DUPLEX_UNWINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_DNA_DUPLEX_UNWINDING GTF2H2 MNAT1 POT1 SUB1 TOP2A GOBP_REGULATION_OF_DNA_LIGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_DNA_LIGATION APLF HMGB1 PARP3 RAD51 TFIP11 XRCC1 GOBP_REGULATION_OF_DNA_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_DNA_METABOLIC_PROCESS A1CF ABL1 ABRAXAS1 ACD ACTB ACTL6A ACTL6B ACTR2 ACTR5 ACTR8 ACVRL1 ADIPOQ AICDA AIFM1 AKT1 ALYREF ANKLE1 ANKRD1 ANKRD17 ANXA3 APAF1 APLF APOBEC1 ARID1A ARID1B ARID2 ATAD5 ATF1 ATM ATR ATRIP ATRX ATXN7 ATXN7L3 AUNIP AURKB AXIN2 BABAM1 BABAM2 BARD1 BAX BAZ1A BAZ2A BCAR3 BCL6 BCL7A BCL7B BCL7C BLM BMPR2 BRCA1 BRCC3 BRD7 BRD8 BRPF3 CAMSAP3 CBX8 CCDC117 CCDC88A CCNA2 CCT2 CCT3 CCT4 CCT5 CCT6A CCT7 CCT8 CD28 CD40 CDC6 CDC7 CDK1 CDK2 CDK9 CDKN1A CDT1 CEBPG CERS1 CGAS CHEK1 CHRAC1 CHTF18 CHTF8 CIDEA CIZ1 CLCF1 CTC1 CTNNB1 CUL4A CYP1B1 CYREN DACH1 DBF4 DBF4B DCP2 DDX11 DEK DFFA DFFB DHX36 DHX9 DKC1 DMAP1 DNA2 DNAJC2 DNMT3L DPF1 DPF2 DPF3 DPPA3 DSCC1 E2F7 E2F8 EGF EGFR EHMT2 EID3 ENDOG ENPP7 ENY2 EP400 EPC1 EPC2 ERCC1 ERCC2 ERCC4 ERCC6 ERCC8 EREG ESCO1 ESCO2 EXOSC10 EXOSC3 EXOSC6 EYA1 EYA2 EYA3 EYA4 FAF1 FAM168A FANCB FBH1 FBXO4 FBXO5 FGF10 FGF2 FGFR4 FIGNL1 FLCN FMN2 FOXM1 FOXP3 FUS GATA3 GDF2 GFER GLI1 GLI2 GMNC GMNN GNL3 GNL3L GREM1 GRHL2 GTPBP4 GZMA H1-0 H1-1 H1-10 H1-2 H1-3 H1-4 H1-5 H1-6 H1-7 H1-8 H1-9P H2AX HCRT HDAC10 HDAC8 HDGFL2 HELB HELQ HGF HMBOX1 HMCES HMGA2 HMGB1 HNRNPA1 HNRNPA2B1 HNRNPAB HNRNPC HNRNPD HNRNPU HSF1 HSP90AA1 HSP90AB1 ID3 IER3 IGF1R IL10 IL2 IL27RA IL4 IL6 IL7R ING3 ING4 ING5 INO80 INO80B INO80C INO80D INO80E JADE1 JADE2 JADE3 KAT2A KAT2B KAT5 KAT7 KCNK2 KDM1A KDM4D KHDC3L KLF4 KLHL15 KMT5A KMT5B KMT5C KPNA1 KPNA2 LIG3 LPIN1 MAD2L2 MAGEF1 MAP2K4 MAP2K7 MAP3K4 MAPK1 MAPK15 MAPK3 MAPKAPK5 MAPT-AS1 MARCHF6-DT MAS1 MBD1 MBD2 MBD3 MBTD1 MCIDAS MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCRS1 MEAF6 MECP2 MEN1 METTL4 MGMT MIR146A MIR221 MIR29A MIR29B1 MIR29C MIS18A MLH1 MMS19 MORF4L1 MORF4L2 MPHOSPH8 MPV17 MRE11 MRGBP MRNIP MSH2 MSH3 MSH6 MYC NABP2 NAF1 NAT10 NBN NDFIP1 NEK2 NEK7 NFATC1 NFRKB NIBAN2 NMNAT1 NOX4 NPAS2 NPM1 NPM2 NPPC NSD2 NSMCE1 NSMCE2 NSMCE3 NSMCE4A NUCKS1 NUDT16L1 NUGGC NVL OBI1 OGG1 OOEP ORC3 ORC5 OTUB1 OTUB2 OTUD4 PARG PARM1 PARN PARP1 PARP3 PARP4 PARPBP PAXIP1 PBRM1 PCNA PDGFA PDGFB PDGFRB PDS5A PHF10 PIAS4 PIF1 PINX1 PKIB PML PMS2 PNKP POLE3 POLG2 POLH POLQ POT1 PPARGC1A PPP1R10 PPP2CA PPP2R1A PPP4C PPP4R2 PPP4R3B PRDM14 PRDM7 PRDM9 PRIM2 PRKCD PRKCG PRKCQ PRKD2 PRKDC PRMT5 PTGES3 PTK2B PTPRC RAD17 RAD50 RAD51 RAD51AP1 RAD52 RADX RBBP6 RECQL5 RFC2 RFC3 RFC4 RFC5 RGCC RGN RIF1 RLF RMI2 RNF168 RNF169 RNF8 RPA2 RPS3 RTEL1 RUVBL1 RUVBL2 S100A11 SENP3 SETD2 SETMAR SF3B3 SF3B5 SGF29 SH2B1 SHLD1 SHLD2 SHLD3 SIRT1 SIRT6 SIRT7 SLC15A4 SLF1 SLF2 SLFN11 SLX1A SLX1B SLX4 SMARCA2 SMARCA4 SMARCA5 SMARCAD1 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMC3 SMC5 SMC6 SMCHD1 SMG1 SMG5 SMG6 SMOC2 SPIDR SPIRE1 SPIRE2 SRC SSBP1 ST20 STAT6 STN1 STOX1 STPG1 STPG4 SUB1 SUPT20H SUPT3H SUPT6H SUPT7L TADA1 TADA2B TADA3 TAF10 TAF12 TAF2 TAF4 TAF5 TAF5L TAF6 TAF6L TAF7 TAF9 TBX21 TCP1 TEN1 TENT4B TERF1 TERF2 TERF2IP TEX15 TFDP1 TFIP11 TFPT TFRC TGFB1 THOC1 TICRR TIGAR TIMELESS TINF2 TIPIN TMEM161A TNF TNFAIP1 TNFSF13 TNFSF4 TNKS TNKS2 TOM1L1 TOP2B TOX TP53 TP53BP1 TRIM28 TRRAP TSPYL2 TTF1 TWIST1 UBE2B UBE2N UBE2V1 UBE2V2 UBQLN4 UCHL5 UCN UIMC1 UPF1 USP1 USP22 USP37 USP51 USP7 USP9X VPS72 WAPL WAS WDR48 WIZ WRAP53 WRN WRNIP1 WT1 XRCC1 XRCC5 XRN1 YEATS4 YLPM1 YY1 ZBTB38 ZCWPW1 ZMPSTE24 ZNF365 ZRANB3 ZSCAN4 GOBP_REGULATION_OF_DNA_METHYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_DNA_METHYLATION BAZ2A DNMT3L EHMT2 GRHL2 MAPT-AS1 MBD1 MBD2 MBD3 MECP2 MIR29A MIR29B1 MIR29C MIS18A MPHOSPH8 PARP1 PRDM14 PRMT5 RLF SMARCA5 WT1 ZMPSTE24 GOBP_REGULATION_OF_DNA_METHYLATION_DEPENDENT_HETEROCHROMATIN_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_DNA_METHYLATION_DEPENDENT_HETEROCHROMATIN_FORMATION AICDA APOBEC1 ATF7IP ATF7IP2 DYRK1A KDM1A L3MBTL3 MORC2 MPHOSPH8 PPHLN1 RESF1 SAMD1 SETDB1 SETDB2 TASOR TET1 TRIM28 ZNF304 GOBP_REGULATION_OF_DNA_RECOMBINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_DNA_RECOMBINATION ABL1 ACTB ACTL6A ACTR2 ALYREF ANKLE1 APLF ARID2 ATAD5 BCL6 BLM BRD8 CD28 CD40 CGAS CHEK1 CLCF1 DMAP1 EP400 EPC1 EPC2 ERCC2 ERCC6 EXOSC3 EXOSC6 FANCB FBH1 FIGNL1 FOXP3 FUS H1-0 H1-1 H1-10 H1-2 H1-3 H1-4 H1-5 H1-6 H1-7 H1-8 H1-9P HDGFL2 HELB HELQ HMCES IL10 IL2 IL27RA IL4 IL7R ING3 KAT5 KDM1A KHDC3L KLHL15 KMT5A KMT5B KMT5C KPNA1 KPNA2 MAD2L2 MAGEF1 MBTD1 MEAF6 MLH1 MMS19 MORF4L1 MORF4L2 MRE11 MRGBP MRNIP MSH2 MSH3 MSH6 NDFIP1 NSD2 OOEP PARP1 PARP3 PARPBP PAXIP1 PIAS4 PMS2 POLQ PPP4C PPP4R2 PRDM7 PRDM9 PTPRC RAD50 RAD51 RAD51AP1 RADX RECQL5 RIF1 RMI2 RPA2 RTEL1 RUVBL1 RUVBL2 SENP3 SETD2 SHLD1 SHLD2 SHLD3 SIRT6 SLC15A4 SMARCAD1 SMCHD1 SPIDR STAT6 SUPT6H TBX21 TERF2 TERF2IP TEX15 TFRC TGFB1 THOC1 TIMELESS TNFSF13 TNFSF4 TP53BP1 TRRAP UBE2B UBQLN4 USP51 VPS72 WAS WDR48 WRAP53 YEATS4 ZCWPW1 ZNF365 ZRANB3 ZSCAN4 GOBP_REGULATION_OF_DNA_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_DNA_REPAIR ABL1 ABRAXAS1 ACTB ACTL6A ACTL6B ACTR2 ACTR5 ACTR8 ARID1A ARID1B ARID2 ATR ATRIP ATXN7 ATXN7L3 AUNIP AXIN2 BABAM1 BABAM2 BARD1 BCL7A BCL7B BCL7C BRCA1 BRCC3 BRD7 BRD8 CBX8 CCDC117 CDK9 CEBPG CGAS CHEK1 CUL4A CYREN DDX11 DEK DHX9 DMAP1 DPF1 DPF2 DPF3 EGFR ENY2 EP400 EPC1 EPC2 ERCC6 ERCC8 EYA1 EYA2 EYA3 EYA4 FAM168A FANCB FBH1 FGF10 FIGNL1 FMN2 FOXM1 FUS H2AX HDAC10 HDGFL2 HELB HELQ HMGA2 HMGB1 HSF1 IER3 ING3 INO80 INO80B INO80C INO80D INO80E KAT2A KAT2B KAT5 KAT7 KDM1A KDM4D KHDC3L KLHL15 KMT5A KMT5B KMT5C MAD2L2 MAGEF1 MARCHF6-DT MBTD1 MCRS1 MEAF6 MGMT MIR221 MMS19 MORF4L1 MORF4L2 MRGBP MRNIP NFRKB NPAS2 NSD2 NUDT16L1 OGG1 OOEP OTUB1 OTUB2 PARG PARP1 PARP3 PARPBP PBRM1 PCNA PHF10 PIAS4 PML PNKP POLH POLQ POT1 PPP4C PPP4R2 PPP4R3B PRKCG PRKDC RAD51 RAD51AP1 RAD52 RADX RECQL5 RIF1 RMI2 RNF168 RNF169 RNF8 RPA2 RPS3 RTEL1 RUVBL1 RUVBL2 SENP3 SETD2 SETMAR SF3B3 SF3B5 SGF29 SHLD1 SHLD2 SHLD3 SIRT1 SIRT6 SIRT7 SLF1 SLF2 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMCHD1 SPIDR SPIRE1 SPIRE2 SUPT20H SUPT3H SUPT7L TADA1 TADA2B TADA3 TAF10 TAF12 TAF2 TAF4 TAF5 TAF5L TAF6 TAF6L TAF7 TAF9 TERF2 TERF2IP TEX15 TFIP11 TFPT TIGAR TIMELESS TMEM161A TOP2B TP53BP1 TRIM28 TRRAP TWIST1 UBE2N UBE2V1 UBE2V2 UBQLN4 UCHL5 UIMC1 USP1 USP22 USP51 VPS72 WAS WDR48 WRAP53 XRCC1 YEATS4 YY1 ZCWPW1 ZNF365 GOBP_REGULATION_OF_DNA_REPLICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_DNA_REPLICATION ACTL6A ACTR5 ACTR8 ACVRL1 AICDA ANKRD17 ATAD5 ATF1 ATR ATRX BAZ1A BCAR3 BCL6 BLM BRPF3 CAMSAP3 CCDC88A CCNA2 CDC6 CDC7 CDK1 CDK2 CDT1 CHRAC1 CHTF18 CHTF8 CIZ1 CTC1 DACH1 DBF4 DBF4B DHX9 DNA2 DSCC1 E2F7 E2F8 EGF EGFR EHMT2 ENDOG ENPP7 EREG ESCO1 ESCO2 FAF1 FBXO5 GDF2 GLI1 GLI2 GMNC GMNN GTPBP4 HCRT ID3 ING5 INO80 INO80B INO80C INO80D INO80E JADE1 JADE2 JADE3 KAT7 LIG3 LPIN1 MAP2K4 MAS1 MCIDAS MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCRS1 MEAF6 METTL4 NBN NFRKB NPM2 NUCKS1 NUGGC OBI1 ORC3 ORC5 PCNA PDS5A POLE3 POLG2 PPP2CA PPP2R1A RAD17 RBBP6 RFC2 RFC3 RFC4 RFC5 RUVBL1 RUVBL2 S100A11 SLFN11 SMARCA5 SMC3 SSBP1 STN1 TERF1 TFPT TICRR TIMELESS TIPIN TNFAIP1 TP53 TSPYL2 TTF1 UCHL5 UCN USP37 WAPL WIZ WRNIP1 YY1 ZBTB38 ZMPSTE24 GOBP_REGULATION_OF_DNA_STRAND_ELONGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_DNA_STRAND_ELONGATION ACTL6A ACTR5 ACTR8 INO80 INO80B INO80C INO80D INO80E MCRS1 NFRKB NUCKS1 POT1 RUVBL1 RUVBL2 TFPT UCHL5 YY1 GOBP_REGULATION_OF_DNA_TEMPLATED_DNA_REPLICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_DNA_TEMPLATED_DNA_REPLICATION AICDA ATRX BCL6 BLM CAMSAP3 CDC7 CDK2 CDT1 CHTF18 CHTF8 CIZ1 DACH1 DBF4 DBF4B DSCC1 E2F7 E2F8 ENDOG FBXO5 GMNN INO80 KAT7 LIG3 MCIDAS MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 METTL4 NBN NUGGC PCNA POLG2 RFC2 RFC3 RFC4 RFC5 SLFN11 SSBP1 TICRR TIMELESS TIPIN WIZ WRNIP1 ZMPSTE24 GOBP_REGULATION_OF_DNA_TEMPLATED_DNA_REPLICATION_INITIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_DNA_TEMPLATED_DNA_REPLICATION_INITIATION CDK2 CDT1 CIZ1 GMNN KAT7 MCIDAS MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 NBN TICRR WRNIP1 GOBP_REGULATION_OF_DNA_TEMPLATED_TRANSCRIPTION_ELONGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_DNA_TEMPLATED_TRANSCRIPTION_ELONGATION ALYREF AXIN1 BRD4 BTBD18 CCAR2 CCNK CCNT1 CCNT2 CDC73 CDK12 CDK13 CDK9 CTNNB1 DDX39B EAF1 EAF2 EAPP ELL ELL2 ELL3 ELOA2 ERCC6 EZH2 GTF2F1 HEXIM1 HMGN1 HNRNPU HTATSF1 INTS1 INTS10 INTS11 INTS12 INTS13 INTS14 INTS2 INTS3 INTS4 INTS5 INTS6 INTS7 INTS8 INTS9 KAT7 LARP7 LDB1 LEO1 MED1 MED10 MED11 MED14 MED15 MED16 MED17 MED18 MED19 MED20 MED21 MED22 MED23 MED24 MED25 MED26 MED27 MED28 MED29 MED30 MED31 MED4 MED6 MED7 MED8 MED9 NCBP1 NCBP2 NELFA NELFB NELFCD NELFE PARP1 PWWP2A PWWP2B RECQL5 RN7SK RNF168 RNF8 SCAF8 SETD5 SHH SIRT6 SUPT16H SUPT4H1 SUPT5H SUPT6H TCEA2 TCERG1 THOC1 THOC5 TSFM VHL WDR43 WDR82 ZC3H4 ZMYND11 ZMYND8 ZNF326 GOBP_REGULATION_OF_DNA_TEMPLATED_TRANSCRIPTION_INITIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_DNA_TEMPLATED_TRANSCRIPTION_INITIATION ATF7IP BCLAF1 CAND1 CDK4 CTNNBIP1 DHX36 ERCC1 ERCC6 FOSL1 GTF2A1 GTF2A2 HEY2 HMGB1 HNF1A HNF1B JUN MDC1 MED1 MED10 MED11 MED12 MED13 MED14 MED15 MED16 MED17 MED18 MED19 MED20 MED21 MED22 MED23 MED24 MED25 MED26 MED27 MED28 MED29 MED30 MED31 MED4 MED6 MED7 MED8 MED9 MITF MORC1 NFKB1 NFKBIA NKX2-5 PAXIP1 PCID2 PPM1D PSMC6 PWWP2A RRN3 SETX SRF SUB1 TAF1 TAF10 TAF11 TAF12 TAF13 TAF2 TAF3 TAF4 TAF4B TAF5 TAF6 TAF7 TAF8 TAF9 TBP THRA TP53 TWIST1 WNT10B ZNF451 ZNHIT1 GOBP_REGULATION_OF_DNA_TEMPLATED_TRANSCRIPTION_IN_RESPONSE_TO_STRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_DNA_TEMPLATED_TRANSCRIPTION_IN_RESPONSE_TO_STRESS ANKRD2 ARNT ATF3 ATF4 ATF6 ATF6B BAG3 BCLAF1 CEBPB CITED2 CREB3L1 CREB3L3 DDIT3 EGR1 EPAS1 HIF1A HMOX1 HSPA5 JUN KLF2 MAPK7 MBTPS2 MUC1 NCK1 NCK2 NFE2L2 RBPJ RELA RGS14 RPS6KA1 RPS6KA3 SIN3A SIRT2 STOX1 TCIM TMBIM6 TP53 VEGFA VHL GOBP_REGULATION_OF_DNA_TOPOISOMERASE_ATP_HYDROLYZING_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_DNA_TOPOISOMERASE_ATP_HYDROLYZING_ACTIVITY DHX9 HNRNPU PLSCR1 SETMAR UHRF1 GOBP_REGULATION_OF_DOPAMINERGIC_NEURON_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_DOPAMINERGIC_NEURON_DIFFERENTIATION CSNK1D CSNK1E DKK1 FERD3L FGF20 FOXA1 GSK3B SFRP1 SFRP2 SHH TIAM1 WNT3A GOBP_REGULATION_OF_DOPAMINE_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_DOPAMINE_RECEPTOR_SIGNALING_PATHWAY ALK CAV2 DRD2 DRD3 DTNBP1 LRRK2 PALM PRMT5 RGS4 RGS8 VPS35 GOBP_REGULATION_OF_DOSAGE_COMPENSATION_BY_INACTIVATION_OF_X_CHROMOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_DOSAGE_COMPENSATION_BY_INACTIVATION_OF_X_CHROMOSOME HCFC1 KANSL1 KANSL2 KANSL3 KAT8 MCRS1 MSL1 MSL2 MSL3 OGT PHF20 RLIM WDR5 GOBP_REGULATION_OF_DOUBLE_STRAND_BREAK_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_DOUBLE_STRAND_BREAK_REPAIR ABL1 ACTB ACTL6A ACTL6B ACTR2 ARID1A ARID1B ARID2 ATR ATRIP AUNIP BCL7A BCL7B BCL7C BRD7 BRD8 CGAS CHEK1 CYREN DDX11 DEK DMAP1 DPF1 DPF2 DPF3 EP400 EPC1 EPC2 ERCC6 FANCB FBH1 FIGNL1 FMN2 FOXM1 FUS HDGFL2 HELB HELQ HMGA2 HSF1 ING3 KAT5 KDM1A KDM4D KHDC3L KLHL15 KMT5A KMT5B KMT5C MAD2L2 MAGEF1 MBTD1 MEAF6 MGMT MIR221 MMS19 MORF4L1 MORF4L2 MRGBP MRNIP NSD2 NUDT16L1 OGG1 OOEP OTUB1 OTUB2 PARP1 PARP3 PARPBP PBRM1 PHF10 PIAS4 PML PNKP POLQ POT1 PPP4C PPP4R2 PPP4R3B PRKDC RAD51 RAD51AP1 RADX RECQL5 RIF1 RMI2 RNF169 RPA2 RTEL1 RUVBL1 RUVBL2 SENP3 SETD2 SETMAR SHLD1 SHLD2 SHLD3 SIRT1 SIRT6 SLF1 SLF2 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMCHD1 SPIDR SPIRE1 SPIRE2 TERF2IP TEX15 TFIP11 TIMELESS TOP2B TP53BP1 TRRAP TWIST1 UBE2N UBE2V2 UBQLN4 USP51 VPS72 WAS WDR48 WRAP53 YEATS4 ZCWPW1 ZNF365 GOBP_REGULATION_OF_DOUBLE_STRAND_BREAK_REPAIR_VIA_HOMOLOGOUS_RECOMBINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_DOUBLE_STRAND_BREAK_REPAIR_VIA_HOMOLOGOUS_RECOMBINATION ABL1 ACTB ACTL6A ACTR2 ARID2 BRD8 CGAS CHEK1 DMAP1 EP400 EPC1 EPC2 ERCC6 FANCB FBH1 FIGNL1 FUS HDGFL2 HELB HELQ ING3 KAT5 KDM1A KHDC3L KLHL15 KMT5A MAD2L2 MAGEF1 MBTD1 MEAF6 MMS19 MORF4L1 MORF4L2 MRGBP MRNIP OOEP PARP1 PARPBP PIAS4 POLQ PPP4C PPP4R2 RAD51 RAD51AP1 RADX RECQL5 RIF1 RMI2 RPA2 RTEL1 RUVBL1 RUVBL2 SENP3 SETD2 SHLD1 SHLD2 SHLD3 SIRT6 SMCHD1 SPIDR TERF2IP TEX15 TIMELESS TP53BP1 TRRAP UBQLN4 USP51 VPS72 WAS WDR48 WRAP53 YEATS4 ZNF365 GOBP_REGULATION_OF_DOUBLE_STRAND_BREAK_REPAIR_VIA_NONHOMOLOGOUS_END_JOINING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_DOUBLE_STRAND_BREAK_REPAIR_VIA_NONHOMOLOGOUS_END_JOINING ACTR2 AUNIP CYREN DEK ERCC6 HMGA2 HSF1 KDM4D KMT5B KMT5C MAD2L2 MRNIP NSD2 NUDT16L1 PARP3 PNKP POT1 PRKDC RIF1 SETMAR SHLD1 SHLD2 SHLD3 SMCHD1 TFIP11 TOP2B USP51 WAS WRAP53 GOBP_REGULATION_OF_EARLY_ENDOSOME_TO_LATE_ENDOSOME_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_EARLY_ENDOSOME_TO_LATE_ENDOSOME_TRANSPORT CHMP3 DAB2 DENND10 DNAJC13 EZR MAP2K1 MAP2K2 MAPK1 MAPK3 MSN MTMR2 NF2 PTPN23 RAB21 RDX SNX12 SNX3 SRC VPS11 GOBP_REGULATION_OF_EATING_BEHAVIOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_EATING_BEHAVIOR GHRL GHSR MC4R NPSR1 OPRK1 SLC24A4 TTC21B GOBP_REGULATION_OF_ELECTRON_TRANSFER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ELECTRON_TRANSFER_ACTIVITY COA8 COX17 ETFBKMT NDUFA4 PHB2 SPHK2 GOBP_REGULATION_OF_EMBRYONIC_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_EMBRYONIC_DEVELOPMENT ACTL6A ACTR5 ACTR8 AMOT B4GALT5 BAG6 CCSAP CDK1 CFL1 CLASP1 CLASP2 CRB2 CTNNB1 DAG1 DHX36 DLL1 DR1 EHMT1 FOXA2 HES1 HESX1 HNF4A INO80 INO80B INO80C INO80D INO80E INSR JAG1 KAT14 KAT2A KAT2B KHDC3L LAMA1 LAMA2 LAMA3 LAMA4 LAMA5 LHX1 MBIP MCRS1 NFE2L2 NFRKB NIBAN2 NIPBL NLRP5 NOCT NODAL NOTCH1 NPHP3 NR2C2 OSR1 OTX2 PAFAH1B1 PHLDA2 PHLDB1 PHLDB2 PLCB1 POGLUT1 RAB14 RACGAP1 RACK1 RBM19 RPS6KA6 RUVBL1 RUVBL2 SCX SEPTIN7 SFRP2 SGF29 SOX17 TADA2A TADA3 TBX18 TDG TENM4 TFPT TGIF2 TLE6 TRIP12 UCHL5 UTP25 WDPCP WDR5 WNT1 WNT2 WNT2B WNT3A WNT4 YEATS2 YY1 ZBED3 ZZZ3 GOBP_REGULATION_OF_ENAMEL_MINERALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ENAMEL_MINERALIZATION AMTN CFTR DMP1 ENAM MMP20 ODAPH SLC4A2 GOBP_REGULATION_OF_ENDOCRINE_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ENDOCRINE_PROCESS AGT AGTR1 BMP6 C1QTNF1 CRH CRHBP CRHR1 CRY1 CRY2 CYP19A1 DAB2 F2R F2RL1 FOXL2 GAL GALR1 GDF9 GHRL GJA1 INHA INHBA INHBB KDM5B KISS1 LEP NKX3-1 NPVF OPRK1 OR51E2 POMC PTPN11 RAB8B REN RETN SMAD4 SPP1 TACR2 TSPO UCN GOBP_REGULATION_OF_ENDOCYTIC_RECYCLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ENDOCYTIC_RECYCLING ACTN2 AKAP5 ARHGAP1 ARHGAP44 ARHGAP8 ATP9A BVES EHD1 EHD2 EIPR1 GRIPAP1 INPP5F NDRG4 PLA2G3 PLA2G4E RAB11A RAB11B RAB11FIP3 SORL1 TAMALIN ZDHHC2 GOBP_REGULATION_OF_ENDOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ENDOCYTOSIS AAK1 ABCA13 ABCA2 ABCA7 ABL1 ABL2 ACTB ACTG1 ADIPOQ AHI1 AHSG ALOX15 ANGPT1 ANKFY1 ANKRD13A ANKRD13B ANKRD13D ANO6 ANXA2 AP2A1 AP2M1 AP2S1 APELA APLN APOA1 APOA2 APOA5 APOC1 APOC2 APOC3 APOE APP APPL1 APPL2 ARC ARF1 ARF6 ARFGAP1 ARRB1 ARRB2 ATAD1 ATG3 ATG5 ATXN2 AXL AZU1 B2M BCR BICD1 BIN1 BMP2K BTBD9 BTK C2 C3 C4A C4B CALR CALY CAMK1D CAV1 CAV3 CBL CBLL1 CCDC32 CCL19 CCL2 CCL21 CD14 CD151 CD177 CD22 CD300A CD300LF CD36 CD47 CD63 CDC42 CDH13 CFP CLEC7A CLIP3 CLN3 CLU CNN2 COLEC10 COLEC11 CSK CYBA DAB2 DGKD DGKQ DKK1 DLG4 DLL1 DNAJC6 DOCK2 DRD2 DRD4 DTNBP1 DYSF EEF2K EFNB2 EGF EHD4 EPHA3 F2RL1 FCER1G FCGR1A FCGR2B FCN1 FCN2 FCN3 FGR FLOT1 FMR1 FPR2 GAS6 GATA2 GH1 GPC3 GREM1 GSG1L H1-1 HCK HFE HIP1 HIP1R HMGB1 HNRNPK HPCA IFNG IL15 IL15RA IL1B IL2RB IL2RG IL4 INSR ITGA2 ITGAV ITGB3 LDLRAP1 LETMD1 LGALS3 LILRB1 LMAN2 LPAR1 LRP1 LRPAP1 LRRK2 LRRTM1 LRRTM2 LRSAM1 LYAR MAGI2 MBL2 MCTP1 MERTK MIB1 MIR17 MIR181B1 MIR183 MIR185 MIR199A1 MIR205 MIR20A MIR27A MIR27B MIR92B MKLN1 MTMR2 MYO18A NCKAP1L NECAB2 NEDD4L NEU3 NLGN1 NOD2 NR1H2 NR1H3 NTF3 NUMB OPHN1 PACSIN1 PACSIN2 PACSIN3 PCSK9 PICALM PICK1 PIK3CB PIP4P2 PLA2G5 PLCG2 PLSCR1 PPP3CA PPP3CB PPP3CC PPP3R1 PPT1 PRKCG PRKD1 PRKN PROM2 PRTN3 PSEN1 PTPN1 PTPRC PTPRJ PTX3 PYCARD RAB17 RAB21 RAB27A RAB31 RAB4A RAB4B RAB5B RABGEF1 RAC1 RACK1 RALA RIN3 RIT2 ROCK1 RSPO1 RUBCN RUFY1 RUFY2 SCAMP5 SCARB1 SCRIB SCYL2 SDCBP SELE SERPINE1 SFRP4 SFTPD SGIP1 SH3GL3 SIRPA SIRPB1 SIRPG SLC11A1 SLC17A7 SMAP1 SMPD1 SNAP91 SNCA SNX12 SNX17 SNX3 SNX33 SNX9 SOD1 SPACA3 SPHK1 SRC STAP1 STON1 STON2 STX1B SYK SYNE1 SYNJ2BP SYT11 SYT4 SYT7 TBC1D5 TF TFR2 TGM2 TLR2 TNF TNK2 TOR1A TREM2 TSC2 TSG101 TUB TULP1 UBQLN2 UNC119 USH1G VAC14 VAMP4 VEGFA VPS28 VTN WASL WDR54 WNT3A WNT5A ZFYVE16 GOBP_REGULATION_OF_ENDODEOXYRIBONUCLEASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ENDODEOXYRIBONUCLEASE_ACTIVITY AKT1 DDX11 GZMA HMGB1 NPM1 PRKCD RPS3 SIRT1 GOBP_REGULATION_OF_ENDODERMAL_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ENDODERMAL_CELL_DIFFERENTIATION COL5A1 COL5A2 DKK1 MACROH2A1 MAP2K1 MESP1 SOX17 GOBP_REGULATION_OF_ENDOPLASMIC_RETICULUM_STRESS_INDUCED_INTRINSIC_APOPTOTIC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ENDOPLASMIC_RETICULUM_STRESS_INDUCED_INTRINSIC_APOPTOTIC_SIGNALING_PATHWAY BCL2L1 BCL2L11 BOK CREB3 CREB3L1 DDIT3 EIF2AK3 ERP29 FCGR2B GRINA HERPUD1 HSPA1A HYOU1 LRRK2 MAGEA3 NCK1 NCK2 OPA1 PARK7 PDX1 PMAIP1 PRKN PTPN1 PTPN2 RNF183 SELENOS SERINC3 SIRT1 SYVN1 TMBIM6 TXNDC12 WFS1 XBP1 GOBP_REGULATION_OF_ENDOPLASMIC_RETICULUM_TUBULAR_NETWORK_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ENDOPLASMIC_RETICULUM_TUBULAR_NETWORK_ORGANIZATION ARL6IP1 ATL3 LNPK RAB3GAP1 RAB3GAP2 TMEM33 GOBP_REGULATION_OF_ENDOPLASMIC_RETICULUM_UNFOLDED_PROTEIN_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ENDOPLASMIC_RETICULUM_UNFOLDED_PROTEIN_RESPONSE ABCA7 AGR2 ATF6 ATF6B BAK1 BAX BCL2L11 BFAR BOK COPS5 DAB2IP DDRGK1 DNAJB9 ERN1 FICD HSPA5 MIR199A1 NCK1 NCK2 PIGBOS1 PIK3R1 PPP1R15A PPP1R15B PTPN1 PTPN2 RACK1 TMEM33 UFL1 WFS1 XBP1 GOBP_REGULATION_OF_ENDOSOME_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ENDOSOME_ORGANIZATION PRKN RAB7A SCARB2 SYNJ1 TOM1 GOBP_REGULATION_OF_ENDOSOME_SIZE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ENDOSOME_SIZE ALS2 BLOC1S1 BLOC1S2 BORCS5 BORCS6 BORCS7 BORCS8 CHMP3 KXD1 RAB11A RAB5A RILP SNAPIN GOBP_REGULATION_OF_ENDOSOME_TO_PLASMA_MEMBRANE_PROTEIN_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ENDOSOME_TO_PLASMA_MEMBRANE_PROTEIN_TRANSPORT AKAP5 ARHGAP44 GRIPAP1 TAMALIN ZDHHC2 GOBP_REGULATION_OF_ENDOTHELIAL_CELL_CHEMOTAXIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ENDOTHELIAL_CELL_CHEMOTAXIS CXCL13 FGF1 FGF16 FGF18 FGF2 FGF4 FGFR1 HRG HSPB1 KDR LGMN MET MIR149 MIR16-1 MIR424 NOTCH1 P2RX4 PRKD1 PRKD2 SEMA5A SMOC2 THBS1 TMSB4X VEGFA GOBP_REGULATION_OF_ENDOTHELIAL_CELL_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ENDOTHELIAL_CELL_DEVELOPMENT ADD1 CDH5 CLDN5 F11R IKBKB IL1B PLCB1 PPP1R12A PROC ROCK1 ROCK2 S1PR2 S1PR3 TNF TNFRSF1A VCL VEGFA ZDHHC21 GOBP_REGULATION_OF_ENDOTHELIAL_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ENDOTHELIAL_CELL_DIFFERENTIATION ACVRL1 ADD1 APOLD1 ATOH8 BMP4 BMP6 BTG1 CDH5 CEACAM1 CLDN5 CTNNB1 ETV2 F11R FOXJ2 GDF2 IKBKB IL1B JAG1 MIR1-1 MIR10A MIR150 MIR181A2 MIR181B1 MIR199B MIR200C MIR21 MIR34A MIR495 MIR99B NOTCH1 NOTCH4 PLCB1 PPP1R12A PROC ROCK1 ROCK2 S1PR2 S1PR3 TMEM100 TNF TNFRSF1A VCL VEGFA VEZF1 VHL XDH ZDHHC21 ZEB1 GOBP_REGULATION_OF_ENDOTHELIAL_CELL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ENDOTHELIAL_CELL_MIGRATION AAMP ABL1 ACVRL1 ADAM17 ADAMTS9 ADGRA2 ADGRB1 AGT AGTR2 AKT1 AKT3 ANGPT1 ANGPT2 ANGPT4 ANXA1 ANXA3 APOE APOH ATOH8 ATP2B4 ATP5F1A ATP5F1B BCAR1 BCAS3 BMP10 BMPER CALR CARD10 CCBE1 CD40 CEACAM1 CIB1 CSNK2B CXCL13 DAB2IP DCN DLL4 DNAJA4 EDN1 EFNA1 EGF EMC10 EMP2 EPHA2 ETS1 FBXW7 FGF1 FGF16 FGF18 FGF2 FGF4 FGFBP1 FGFR1 FLT4 FOXC2 FOXP1 FUT1 GADD45A GATA2 GATA3 GDF2 GFUS GLUL GPI GPLD1 GRN HDAC5 HDAC7 HDAC9 HIF1A HMGB1 HMOX1 HRG HSPB1 ITGB1BP1 ITGB3 JCAD JUP KDR KLF4 KRIT1 LGMN MAP2K3 MAP2K5 MAP3K3 MAPK14 MECP2 MEF2C MEOX2 MET MIR101-1 MIR10A MIR10B MIR126 MIR129-1 MIR132 MIR133B MIR135B MIR137 MIR143 MIR146A MIR149 MIR150 MIR152 MIR15A MIR15B MIR16-1 MIR188 MIR1908 MIR193A MIR196A1 MIR199A1 MIR19B1 MIR200A MIR200B MIR200C MIR204 MIR205 MIR206 MIR20A MIR21 MIR210 MIR212 MIR22 MIR221 MIR2355 MIR23A MIR24-1 MIR26A1 MIR27A MIR27B MIR296 MIR29A MIR29C MIR30A MIR31 MIR320A MIR329-1 MIR342 MIR361 MIR410 MIR424 MIR483 MIR487B MIR492 MIR494 MIR495 MIR497 MIR499A MIR503 MIR505 MIR640 MIR885 MIR92A1 MIR939 MIRLET7F1 MMRN2 NF1 NFE2L2 NOS3 NOTCH1 NR2E1 NR2F2 NRP1 NRP2 NUS1 P2RX4 PATZ1 PDCD10 PDCD6 PDGFB PDPK1 PIK3C2A PIK3CB PIK3CD PIK3CG PLCG1 PLG PLK2 PLPP3 PPARG PRCP PRKCA PRKD1 PRKD2 PROX1 PTGS2 PTK2 PTK2B PTN PTPRM RAC1 RGCC RHOA RHOB RHOJ RIN2 ROCK2 RRAS SASH1 SCARB1 SEMA4A SEMA5A SERPINF1 SH3BP1 SIRT1 SLIT2 SMOC2 SP1 SP100 SPARC SPRED1 SRPX2 STARD13 STAT5A STC1 SVBP SYNJ2BP TBXA2R TDGF1 TEK TGFB1 THBS1 TMSB4X TNF VASH1 VEGFA VEGFC WNT5A WNT7A ZC3H12A ZNF580 GOBP_REGULATION_OF_ENDOTHELIAL_TUBE_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ENDOTHELIAL_TUBE_MORPHOGENESIS ADAMTS12 CXCL10 FGF1 FOXP1 ITGAX MIR21 GOBP_REGULATION_OF_ENTRY_OF_BACTERIUM_INTO_HOST_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ENTRY_OF_BACTERIUM_INTO_HOST_CELL CAV1 CXCL8 EXOC2 EXOC7 FUCA2 ITGAV KRT6A GOBP_REGULATION_OF_EOSINOPHIL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_EOSINOPHIL_MIGRATION ADAM8 CCL24 CD300A DAPK2 IL4 PTGER4 GOBP_REGULATION_OF_EPIDERMAL_GROWTH_FACTOR_ACTIVATED_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_EPIDERMAL_GROWTH_FACTOR_ACTIVATED_RECEPTOR_ACTIVITY ADAM17 ADRA2A APP CBL CBLB CBLC CHMP6 EPGN ERRFI1 FBXW7 GPRC5A NCF1 SNX6 SOCS4 SOCS5 TSG101 VPS25 ZFYVE28 ZGPAT GOBP_REGULATION_OF_EPIDERMIS_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_EPIDERMIS_DEVELOPMENT ABCA12 ALOX15B AQP3 ATOH1 BMP4 CD109 CYP27B1 DLL1 ELAPOR2 ERRFI1 ESRP1 ETV4 EXTL3 EZH2 FGF2 FOXC1 GDF3 GRHL1 GRHL2 HES1 HES5 HEY2 HOXA7 IL20 KDF1 KEAP1 KLF7 KRT10 KRT2 KRT36 KRT84 MACROH2A1 MACROH2A2 MAFF MAFG MED1 MIR125B1 MSX2 MYCL NAB1 NAB2 NCOA3 NME2 NOTCH1 NUMA1 OVOL2 PLAAT4 PRKCH PTCH1 PTCH2 REG3A REG3G ROCK1 ROCK2 SFN SFRP4 SGPP1 SRSF6 SULT2B1 TMEM79 TP63 TRIM16 VDR ZBED2 ZFP36 ZFP36L1 GOBP_REGULATION_OF_EPINEPHRINE_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_EPINEPHRINE_SECRETION ADRA2A ADRA2B ADRA2C CARTPT CRH GABBR1 VIP GOBP_REGULATION_OF_EPITHELIAL_CELL_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_EPITHELIAL_CELL_APOPTOTIC_PROCESS ABL1 ADAR AKR1C3 ANGPT1 ANGPTL4 ANO6 ATOH1 BAX BCL2 BOK BRAF BTC CAPN10 CARM1 CAST CCL2 CD160 CD248 CD40 CD40LG CDH5 CDKN1B CFLAR ECSCR EIF2S1 ESR1 FASLG FGA FGB FGF21 FGG GAS6 GATA2 GATA3 GPER1 GSN H19 HAND2 HLA-G HMOX1 ICAM1 IGF1R IL10 IL11 IL13 IL4 IL6 ITGA4 ITGB3 JAK2 KDR KRIT1 MAPK7 MDK MIR101-1 MIR106B MIR125A MIR126 MIR132 MIR15A MIR182 MIR24-1 MIR30B MIR30E MIR375 MIR495 MIR590 MIR675 NDNF NEUROD1 NFE2L2 NKX2-5 NKX2-6 NPC1 NUPR1 PAK4 PDCD4 PDPK1 PDX1 PIAS4 PKHD1 PLA2G1B PLA2R1 PLCG1 PPARA PRKAA1 PRKAA2 PRKCI RAMP2 RB1 RGCC SAV1 SCG2 SEMA5A SERPINB13 SERPINE1 SFRP4 SRSF6 STK4 TCF7L2 TEK TERT TGFB1 THBS1 TIA1 TMF1 TNF TNFAIP3 TNIP2 UMODL1 USP17L24 USP17L6P WFS1 WNT11 YAP1 ZFP36 ZFP36L1 GOBP_REGULATION_OF_EPITHELIAL_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_EPITHELIAL_CELL_DIFFERENTIATION ABCA12 ACVRL1 ADD1 AHI1 AJAP1 ALOX15B APOLD1 AQP3 ASCL1 ATOH1 ATOH8 BAD BLTP1 BMP2 BMP4 BMP6 BMP7 BTG1 CAV1 CCND1 CD109 CD24 CDH5 CDKN1B CDKN1C CDKN2B CEACAM1 CEBPB CLDN5 CTNNB1 CYP27B1 DLL1 DSPP ERRFI1 ESRP1 ETV2 ETV4 EXTL3 EZH2 F11R FGF10 FGF2 FOXC1 FOXE3 FOXJ1 FOXJ2 FOXN1 FRZB FST GATA3 GDF2 GDF3 GDNF GRHL1 GRHL2 HES1 HES5 HEY2 HOXA7 IFNG IKBKB IL13 IL1A IL1B IL20 IPO7 JAG1 KDF1 KEAP1 KLF7 KRAS KRT36 KRT84 LHX1 LIF MACROH2A1 MACROH2A2 MAFF MAFG MED1 MESP1 MIR1-1 MIR10A MIR125B1 MIR150 MIR181A2 MIR181B1 MIR18B MIR199B MIR200C MIR204 MIR21 MIR29B1 MIR302A MIR34A MIR495 MIR518B MIR99B MMP9 MSX2 MYCL NCOA3 NKX2-2 NKX6-1 NKX6-3 NME2 NODAL NOTCH1 NOTCH4 NUMA1 OSR1 OVOL2 PAX2 PAX6 PAX8 PLAAT4 PLCB1 PPP1R12A PRKCH PRKX PRLR PROC PROM1 PTCH1 PTCH2 REG3A REG3G RFX3 ROCK1 ROCK2 RPTOR S1PR2 S1PR3 SERPINE1 SFN SFRP4 SGPP1 SIX2 SMO SOX9 SPRED1 SPRED2 SPRED3 SPRY1 SPRY2 SRSF6 STAT1 STAT5B SULT2B1 TBX3 TLR9 TMEM100 TNF TNFRSF1A TP63 TP73 TRIM16 VCL VDR VEGFA VEZF1 VHL WNT10B WNT9B WWTR1 XDH YAP1 ZBED2 ZDHHC21 ZEB1 ZFP36 ZFP36L1 GOBP_REGULATION_OF_EPITHELIAL_CELL_DIFFERENTIATION_INVOLVED_IN_KIDNEY_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_EPITHELIAL_CELL_DIFFERENTIATION_INVOLVED_IN_KIDNEY_DEVELOPMENT CD24 CTNNB1 GATA3 GDNF LHX1 LIF MMP9 OSR1 PAX2 PAX8 PRKX PROM1 STAT1 WNT9B WWTR1 YAP1 GOBP_REGULATION_OF_EPITHELIAL_CELL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_EPITHELIAL_CELL_MIGRATION AAMP ABL1 ACVRL1 ADAM17 ADAM9 ADAMTS9 ADGRA2 ADGRB1 ADIPOR1 AGT AGTR2 AKT1 AKT3 ANGPT1 ANGPT2 ANGPT4 ANXA1 ANXA3 APOE APOH ARF6 ARHGAP5 ARSB ATOH8 ATP2B4 ATP5F1A ATP5F1B BCAR1 BCAS3 BMP10 BMPER BMPR2 CALR CAPN7 CARD10 CCBE1 CD40 CEACAM1 CIB1 CLASP1 CLASP2 CORO1C CSNK2B CTSH CXCL13 DAB2IP DCN DLL4 DNAJA4 DOCK1 DOCK5 DUSP10 EDN1 EFNA1 EGF EMC10 EMP2 ENPP2 EPB41L4B EPB41L5 EPHA2 EPPK1 ETS1 EVL FBXW7 FGF1 FGF10 FGF16 FGF18 FGF2 FGF4 FGF7 FGFBP1 FGFR1 FLT4 FOXC2 FOXP1 FUT1 GADD45A GATA2 GATA3 GDF2 GFUS GLIPR2 GLUL GPI GPLD1 GRN HAS2 HBEGF HDAC5 HDAC6 HDAC7 HDAC9 HIF1A HMGB1 HMOX1 HRG HSPB1 HYAL1 IFNG IL4 INSL3 IQSEC1 IRS2 ITGA2 ITGA3 ITGB1BP1 ITGB3 JCAD JUP KDR KLF4 KRIT1 LGMN MACF1 MACIR MAP2K3 MAP2K5 MAP3K3 MAP4K4 MAPK14 MAPRE2 MARVELD3 MCC MECP2 MEF2C MEOX2 MET MIR101-1 MIR10A MIR10B MIR126 MIR129-1 MIR130A MIR132 MIR133B MIR135B MIR137 MIR143 MIR146A MIR149 MIR150 MIR152 MIR15A MIR15B MIR16-1 MIR188 MIR1908 MIR193A MIR196A1 MIR199A1 MIR19B1 MIR200A MIR200B MIR200C MIR204 MIR205 MIR206 MIR20A MIR21 MIR210 MIR212 MIR22 MIR221 MIR222 MIR2355 MIR23A MIR24-1 MIR26A1 MIR27A MIR27B MIR296 MIR29A MIR29C MIR30A MIR31 MIR320A MIR329-1 MIR342 MIR361 MIR379 MIR410 MIR424 MIR483 MIR487B MIR492 MIR494 MIR495 MIR497 MIR499A MIR503 MIR505 MIR640 MIR885 MIR92A1 MIR939 MIRLET7F1 MMP9 MMRN2 MTOR NF1 NFE2L2 NOS3 NOTCH1 NR2E1 NR2F2 NRP1 NRP2 NUS1 P2RX4 PATZ1 PDCD10 PDCD6 PDGFB PDPK1 PFN1 PFN2 PIK3C2A PIK3CB PIK3CD PIK3CG PLCG1 PLCG2 PLG PLK2 PLPP3 PPARG PPM1F PRCP PRKCA PRKCE PRKD1 PRKD2 PROX1 PTEN PTGS2 PTK2 PTK2B PTN PTPN23 PTPRG PTPRM PTPRR RAB11A RAB25 RAC1 RGCC RHOA RHOB RHOJ RIN2 ROCK2 RRAS RREB1 RTN4 SASH1 SCARB1 SEMA4A SEMA5A SERPINF1 SH3BP1 SIRT1 SLIT2 SMOC2 SOX9 SP1 SP100 SPARC SPRED1 SRC SRPX2 STARD13 STAT5A STC1 SVBP SYNJ2BP TACR1 TACSTD2 TBXA2R TDGF1 TEK TGFB1 TGFB2 TGFBR2 THBS1 TMSB4X TNF VASH1 VEGFA VEGFC VIL1 WNT5A WNT7A ZC3H12A ZNF580 GOBP_REGULATION_OF_EPITHELIAL_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_EPITHELIAL_CELL_PROLIFERATION A4GNT ACVRL1 ADAM17 AGGF1 AGTR1 AIMP1 AKT1 AKT3 ALDH1A2 ALOX5 ANG ANGPT1 APELA APLN APLNR APOE APOH AQP11 AR AREG ARNT ARX ATOH8 ATP5F1A ATP5IF1 ATP7A B2M B4GALT1 BAD BAX BCL11B BID BMP4 BMP5 BMP6 BMPR1A BRCA2 BTK C5AR1 CASK CAV1 CAV2 CCL11 CCL2 CCL24 CCL26 CCND1 CCR3 CD109 CDC42 CDC73 CDH13 CDH3 CDK4 CDK6 CDKN1B CDKN1C CDKN2B CEACAM1 CFLAR CLDN1 CNMD COL4A3 CPB2 CRNN CTNNB1 CXCL12 CYP7B1 DAB2 DAB2IP DBH DEAF1 DLG1 DLL4 DLX5 DLX6 DRD2 DUSP10 EAF2 ECM1 EDNRB EFNB2 EGF EGFL7 EGFR EGR3 EMC10 EPB41L4B EPGN EPPK1 ERBB2 EREG ESRP2 EYA1 F3 FA2H FBXW7 FGF1 FGF10 FGF16 FGF18 FGF2 FGF7 FGF9 FGFBP1 FGFR1 FGFR2 FLCN FLT1 FLT4 FMC1 FOXE3 FRS2 FUT1 FUT2 FZD7 GATA2 GATA3 GDF2 GDF5 GHRL GHSR GLI1 GPBAR1 GPC3 GPR15LG GPX1 GRN HAS2 HDAC6 HES1 HES5 HIF1A HLX HMGB1 HMGB2 HMGN1 HMOX1 HMX2 HOXA5 HPN HRAS HSPG2 HTR2B HYAL1 IFT172 IFT52 IFT57 IFT74 IFT80 IGF1 IGF2 IHH IL10 IL12A IL12B IL26 INTU IQGAP3 IRF6 IRS2 ITGA4 ITGB3 JAG1 JAML JCAD KDF1 KDM5B KDR KLF9 KRIT1 KRT4 LACRT LAMA5 LAMB1 LAMC1 LEP LIMS1 LIMS2 LRG1 MAGED1 MAP2K5 MARVELD3 MCC MDK MED1 MEF2C MIR101-1 MIR10A MIR10B MIR125B1 MIR126 MIR129-1 MIR130A MIR132 MIR133B MIR135B MIR146A MIR149 MIR150 MIR152 MIR15A MIR15B MIR16-1 MIR181C MIR193A MIR200C MIR205 MIR20B MIR21 MIR22 MIR222 MIR2355 MIR23A MIR24-1 MIR26A1 MIR27A MIR27B MIR29A MIR29B1 MIR29C MIR30B MIR30E MIR329-1 MIR342 MIR34A MIR361 MIR410 MIR424 MIR483 MIR487B MIR492 MIR494 MIR495 MIR497 MIR499A MIR503 MIR92A1 MIR98 MIRLET7B MMP12 MMRN2 MTA3 MTSS1 MYC MYDGF NEAT1 NF1 NFIB NGFR NKX2-3 NKX2-5 NKX2-6 NKX2-8 NKX3-1 NLRC3 NME1 NME2 NOD2 NODAL NOG NOTCH1 NOTCH2 NR1D1 NR2F2 NR4A1 NR4A3 NRARP NRAS NRP1 NRP2 NUPR1 ODAM OSR1 OSR2 OVOL1 OVOL2 PAX2 PAX6 PDCD10 PDCD6 PDCL3 PDGFB PDPK1 PDX1 PEX2 PGF PGR PHB2 PHOX2B PIK3CD PKHD1 PLCG1 PLXNB3 POLD4 PPARD PPARG PPP1R16B PRKCA PRKD1 PRKD2 PRKDC PRL PROK1 PROX1 PTCH1 PTN PTPRK PTPRM PTPRN PYGO2 RAB33B RAP1GAP RB1 RBPJ REG3A REG3G RGCC RGN RICTOR ROBO1 RPTOR RREB1 RTN4 RUNX2 RUNX3 SAAL1 SAV1 SCAND3 SCG2 SCN5A SEMA5A SERPINB5 SERPINF1 SFN SFRP1 SFRP2 SGPP2 SHH SIRT1 SIRT6 SIX1 SIX4 SLC39A9 SLURP1 SMAD3 SMO SNAI2 SOX11 SOX2 SOX9 SP1 SPARC SPINK1 SRSF6 ST8SIA1 STAT1 STAT3 STAT5A STK11 STK3 STK4 STXBP4 SULF1 SULF2 SYNJ2BP TACR1 TACSTD2 TBX1 TCF7L2 TEK TGFA TGFB1 TGFB2 TGFBR1 TGFBR3 TGM1 THBS1 THBS4 TIE1 TINF2 TMIGD1 TNF TNFAIP3 TNFSF12 TNMD TP63 TRIM24 TWIST1 UHRF1 VASH1 VASH2 VDR VEGFA VEGFB VEGFC VEGFD VHL VIP WDR13 WDR48 WDR77 WNT10B WNT2 WNT3A WNT5A WNT7A XBP1 XDH YAP1 ZEB1 ZFP36 ZFP36L1 ZNF304 ZNF580 ZNF703 GOBP_REGULATION_OF_EPITHELIAL_CELL_PROLIFERATION_INVOLVED_IN_LUNG_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_EPITHELIAL_CELL_PROLIFERATION_INVOLVED_IN_LUNG_MORPHOGENESIS CDC42 FGF7 FGFR2 NFIB SOX9 SRSF6 WNT2 GOBP_REGULATION_OF_EPITHELIAL_TO_MESENCHYMAL_TRANSITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_EPITHELIAL_TO_MESENCHYMAL_TRANSITION ACVR1 ADAM8 ADIPOR1 AGT ALX1 APLF AXIN2 BAMBI BCL9L BMP2 BMP4 BMP5 BMP7 CLASP1 CLASP2 COL1A1 CRB2 CTNNB1 DAB2 DAB2IP DACT3 DAG1 EFNA1 ELL3 EMP2 ENG EPHA3 EPHA4 EZH2 FERMT2 FOXA1 FOXA2 FOXC1 FUZ GATA3 GCNT2 GLIPR2 GREM1 HDAC2 HPN IL17RD IL1B IL6 JAG1 LDLRAD4 LEF1 LOXL2 LRG1 MAD2L2 MARK1 MCRIP1 MDK MIR130A MIR144 MIR145 MIR149 MIR21 MIR221 MIR222 MIR29B1 MIR379 MIR519D MIR573 MIR590 MTOR NKX2-1 NOG NOTCH1 OLFM1 OVOL2 PDPN PHLDB1 PHLDB2 POFUT2 PPP2CA PTEN PTK2 RGCC SDCBP SDHAF2 SERPINB3 SFRP1 SFRP2 SMAD2 SMAD3 SMAD4 SMAD7 SNAI1 SPRED1 SPRED2 SPRED3 SPRY1 SPRY2 TBX20 TBX5 TCF7L2 TGFB1 TGFB1I1 TGFB2 TGFB3 TGFBR1 TGFBR2 TIAM1 TNXB TRIM62 TWIST1 USF3 VASN WWTR1 ZNF703 ZNF750 GOBP_REGULATION_OF_EPITHELIAL_TO_MESENCHYMAL_TRANSITION_INVOLVED_IN_ENDOCARDIAL_CUSHION_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_EPITHELIAL_TO_MESENCHYMAL_TRANSITION_INVOLVED_IN_ENDOCARDIAL_CUSHION_FORMATION ENG TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 GOBP_REGULATION_OF_ERAD_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ERAD_PATHWAY AQP11 ATXN3 BAG6 BCAP31 CAV1 HERPUD1 NFE2L2 RNF185 RNFT1 RNFT2 SGTA SVIP TMEM259 UBQLN1 UBQLN2 UBXN1 USP13 USP14 USP19 USP25 WFS1 GOBP_REGULATION_OF_ERBB_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ERBB_SIGNALING_PATHWAY ACP4 AFAP1L2 AGR2 AGT BCAR3 CADM1 CBL CBLB CBLC CCDC88A CDH13 CEACAM1 CHMP6 CNOT9 DAB2IP DGKD DUSP3 EGFR ERRFI1 FAM83B FASLG FER GPER1 GPRC5A HAP1 HIP1 HIP1R IFI6 ITGA1 LGMN MIR133A1 MIR21 MIR29A MMP9 MVB12A MVB12B MVP NEU3 NUP62 PDE6G PDE6H PLAUR PTK6 PTPN12 PTPN18 PTPN2 PTPN3 PTPRJ RAB7A RALA RALB RBPJ RHBDF1 RHBDF2 RNF115 RNF126 RTN4 SH3TC2 SHKBP1 SNX5 SNX6 SOCS4 SOCS5 SOS1 SPRY2 TSG101 VPS25 WDR54 ZFYVE28 ZGPAT GOBP_REGULATION_OF_ERYTHROCYTE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ERYTHROCYTE_DIFFERENTIATION ABCB10 ACVR1B ACVR2A ANKRD54 ARNT B2M BRD1 CDK6 ETS1 FAM210B FOXO3 GATA1 GATA2 HIF1A HMGB2 HOXA5 HSPA1A HSPA1B HSPA9 INHBA INPP5D ISG15 KLF13 LDB1 LYN MAFB MAPK11 MAPK14 MED1 MIR221 MIR222 MIR486-1 NCKAP1L P4HTM PRKDC PRMT1 RHEX SMAP1 SPI1 STAT1 STAT3 STAT5B TAL1 ZFP36 ZFP36L1 ZFPM1 ZNF16 GOBP_REGULATION_OF_ER_ASSOCIATED_UBIQUITIN_DEPENDENT_PROTEIN_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ER_ASSOCIATED_UBIQUITIN_DEPENDENT_PROTEIN_CATABOLIC_PROCESS BCAP31 CAV1 HERPUD1 NFE2L2 SGTA SVIP UBQLN1 UBQLN2 USP14 GOBP_REGULATION_OF_ER_TO_GOLGI_VESICLE_MEDIATED_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ER_TO_GOLGI_VESICLE_MEDIATED_TRANSPORT GAS1 LRRK2 PGAP1 RINT1 RNF139 SCFD1 SORL1 STX18 TBC1D20 YIPF5 GOBP_REGULATION_OF_ESTABLISHMENT_OF_PLANAR_POLARITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ESTABLISHMENT_OF_PLANAR_POLARITY ABL1 ANKRD6 ARHGEF19 CDC42 CELSR1 CELSR2 CELSR3 CTHRC1 DAAM1 DAB2 DACT1 DKK1 DVL1 DVL2 DVL3 FZD1 FZD2 FZD3 FZD6 FZD7 GPC3 GRHL3 JHY MAGI2 MED12 MKS1 MLLT3 NKD1 NPHP3 PKHD1 PLEKHA4 PRICKLE1 PRICKLE2 PTK7 RAC1 RHOA RSPO3 RYK SAPCD2 SEC24B SFRP1 SFRP2 SMURF1 SMURF2 SPEF1 TIAM1 VANGL1 VANGL2 WNT11 WNT5A WNT7A WNT9B ZNRF3 GOBP_REGULATION_OF_ESTABLISHMENT_OF_PROTEIN_LOCALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ESTABLISHMENT_OF_PROTEIN_LOCALIZATION AACS ABAT ABCA12 ABCC8 ABCG1 ABLIM3 ACHE ACSL3 ACSL4 ACVR1C ADAM8 ADAM9 ADCY10 ADCY5 ADCY8 ADIPOQ ADORA2A ADRA2A ADTRP AKAP5 AKT2 ALOX5 ANG ANGPT1 ANK3 ANKRD1 ANO1 ANP32B APBB1 APBB3 APOD APOE ARF6 ARFIP1 ARHGAP44 ARHGEF5 ARIH2 ATG13 ATP13A2 ATP2C1 ATP5IF1 B3GAT3 BAD BAG3 BAG4 BAIAP3 BAP1 BARD1 BBC3 BCAP31 BLK BMAL1 BMP4 BMP6 BMP8A BNIP3L BRSK2 C11orf65 C1QTNF12 C1QTNF3 C2CD2L C2CD5 CABP1 CAMK1 CAPN10 CARTPT CASR CCL5 CCN3 CCT2 CCT3 CCT4 CCT5 CCT6A CCT7 CCT8 CD200 CD2AP CD33 CD36 CD38 CD81 CDH1 CDK1 CDK16 CDK5 CDK5R1 CELA2A CEMIP CENPJ CEP120 CEP131 CEP135 CEP290 CEP295 CFTR CHGA CHP1 CHP2 CHRM1 CHRM3 CIB1 CLN3 CLOCK CNR1 CNST CORO2B CPLX1 CPT1A CRYZL2P-SEC16B CSK CSNK2A2 CTDSPL2 CTSD CYP51A1 DERL2 DERL3 DKC1 DMAP1 DMTN DNAJA1 DNAJC1 DNAJC27 DNM1L DOC2B DPH3 DRD2 DRD3 DRD4 ECT2 EDEM1 EDEM2 EFCAB7 EFNA5 EIPR1 EMD ENSA ENY2 EP300 EPB41L5 EPHA5 ERBB2 ERGIC3 ERLEC1 ERP29 EXPH5 F2 F2R F2RL1 F2RL2 FAM3D FBXW7 FERMT1 FFAR1 FFAR2 FGA FGB FGG FIS1 FKBP1B FLNA FOXA2 FOXO1 FRAT1 FRAT2 FRMD4A FYN FZD5 G6PC2 GAPVD1 GAS6 GCC2 GCG GCK GDI1 GHRL GHSR GIP GIPR GLI3 GLUD1 GNA11 GNAZ GOLPH3 GOLPH3L GPER1 GPLD1 GPR27 GPR68 GRIPAP1 GSK3A GSK3B GZMB HADH HAX1 HCAR2 HCLS1 HDAC3 HDAC6 HIF1A HLA-DRB1 HMGCR HNF4A HPCA HPS4 HRAS HSP90AA1 HSPA1L HSPA8 HTRA2 HUWE1 HYAL2 ICE1 IER3IP1 IFI27 IFNG IGF1 IL12A IL12B IL13 IL1A IL1B IL6 INHBB INPP5K INS INSIG1 IPO5 IRS1 IRS2 ISL1 ITGAM ITGB1BP1 ITGB2 ITPR1 JAGN1 JAK2 JUP KCNA5 KCNB1 KCNE1 KCNJ11 KCNN4 KIAA0586 KIF20B KLF7 KRT20 LCP1 LEP LEPROT LLGL1 LLGL2 LMAN1 LRP5 LRRC8A LRRK2 LYPLA1 MAPK14 MAPK8 MAPT MAVS MCU MDFIC MDM2 MFF MICALL2 MIDN MIEF1 MIEF2 MIR128-1 MIR146A MIR148A MIR199A1 MIR199B MIR19A MIR19B1 MIR29B1 MIR30C1 MIR766 MIR93 MPC2 MTCL1 MTNR1B MYH10 MYO18A MYO1C MYOM1 MYRIP NADK NDEL1 NDFIP1 NDFIP2 NDUFAF2 NEO1 NEUROD1 NF1 NKX6-1 NLGN2 NMT1 NNAT NOS2 NPEPPS NR0B2 NR1D1 NR1H2 NR1H3 NR1H4 NSD2 NUP54 NUP58 OAZ1 OAZ2 OAZ3 OOEP OPRM1 OR51E2 ORAI1 OS9 OSBP P2RX7 P3H1 PARD6A PARK7 PARL PCK2 PCM1 PCNT PCSK1 PDCD10 PDCD5 PDE8B PDX1 PDZK1 PER2 PFKFB2 PFKL PFKM PICK1 PIK3R1 PIK3R2 PIM3 PINK1 PKDCC PKIA PKIG PLA2G1B PLA2G6 PLCB1 PLK3 PPARG PPIA PPID PPM1A PPM1F PPP3CA PPP3CB PRKAA1 PRKACA PRKAR1A PRKCB PRKCD PRKCE PRKCZ PRKD1 PRKN PRNP PRR5L PSEN1 PSMD9 PTGS2 PTP4A3 PTPN1 PTPN11 PTPN14 PTPN23 RAB11FIP1 RAB11FIP3 RAB11FIP5 RAB23 RAB29 RAB8A RAC2 RACK1 RAN RANGAP1 RAP1GDS1 RAPGEF3 RAPGEF4 RBM22 RBP4 REST RFX3 RFX6 RHBDD3 RHBDF1 RHBDF2 RHOU RIPOR1 RNF31 RPH3AL RSAD2 RSC1A1 RUFY3 SAA1 SAE1 SAR1A SAR1B SCFD1 SEC16B SEC24A SELENOK SERGEF SERP1 SFN SFRP1 SH3GLB1 SH3TC2 SHH SIAH3 SIDT2 SIRT3 SIRT4 SIRT6 SIRT7 SLC12A2 SLC16A1 SLC1A1 SLC25A22 SLC2A2 SLC30A8 SLC35D3 SLC51B SLC7A11 SLC8B1 SLC9B2 SMAD3 SMO SNAP25 SNX12 SNX3 SORL1 SOX4 SP100 SPIDR SRC SREBF1 SREBF2 SRI SSTR5 STOM STX1A STX4 STXBP4 STXBP5 STXBP5L SUFU SUMO1 SVIP SYBU SYT4 SYT7 SYTL4 TAMALIN TARDBP TCAF1 TCAF2 TCF7L2 TCIRG1 TCP1 TENM1 TERF1 TFAP2B TGFB1 TGFB2 TGFB3 TIAM1 TLR2 TLR4 TM7SF3 TM9SF4 TMED10 TMEM132A TMEM30A TMEM30B TNF TOMM7 TOMM70 TPR TREM2 TRH TRIM28 TRPM4 TSG101 TTN TUNAR TXN UBAC2 UBE2D3 UBE2G2 UBE2J1 UBE2J2 UBE2L3 UBL4B UBL5 UBR5 UCN3 UCP2 UFM1 UHMK1 UMOD UNC13B UQCC2 USP17L2 USP36 VAMP2 VEGFC VPS11 VPS28 VPS35 VSNL1 WLS WRAP53 WWP2 XPO1 XPO4 YOD1 YWHAE ZBED6 ZC3H12A ZDHHC2 ZFAND1 ZIC1 ZPR1 GOBP_REGULATION_OF_ESTABLISHMENT_OF_PROTEIN_LOCALIZATION_TO_CHROMOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ESTABLISHMENT_OF_PROTEIN_LOCALIZATION_TO_CHROMOSOME CCT2 CCT3 CCT4 CCT5 CCT6A CCT7 CCT8 DKC1 SPIDR TCP1 TERF1 WRAP53 GOBP_REGULATION_OF_ESTABLISHMENT_OF_PROTEIN_LOCALIZATION_TO_MITOCHONDRION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ESTABLISHMENT_OF_PROTEIN_LOCALIZATION_TO_MITOCHONDRION ABLIM3 ADCY10 ARIH2 ATG13 ATP5IF1 BAG4 BAP1 BBC3 BNIP3L C11orf65 CSNK2A2 DNAJA1 FBXW7 FZD5 GSK3A GZMB HAX1 HPS4 HSPA1L HTRA2 HUWE1 LEPROT LMAN1 LRRK2 MAPK8 MAPT MICALL2 NMT1 NPEPPS PARL PDCD5 PINK1 PRKAA1 PRKN RAC2 RHOU RNF31 SAE1 SH3GLB1 SIAH3 SREBF1 SREBF2 TOMM7 TOMM70 UBE2D3 UBE2J2 UBE2L3 UBL4B UBL5 USP36 VPS11 GOBP_REGULATION_OF_ESTABLISHMENT_OF_T_CELL_POLARITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ESTABLISHMENT_OF_T_CELL_POLARITY ABL1 ABL2 DOCK8 FLOT2 GSN RIPOR2 GOBP_REGULATION_OF_ESTABLISHMENT_OR_MAINTENANCE_OF_CELL_POLARITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ESTABLISHMENT_OR_MAINTENANCE_OF_CELL_POLARITY ABL1 ABL2 ANKFN1 ARFGEF1 CDH5 CYRIB DOCK8 FLOT2 GATA3 GSN KANK1 KIF20B KRIT1 LLGL1 LLGL2 PLEKHG3 PTK2B RACK1 RAP1B RICTOR RIPOR2 ROCK1 ROCK2 RUFY3 SHTN1 TEK WDPCP GOBP_REGULATION_OF_EXCITATORY_SYNAPSE_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_EXCITATORY_SYNAPSE_ASSEMBLY ABI3 CBLN1 CRIPT GRID2 IL1RAP LRFN4 LRRC4B LRRTM2 PTK2B PTPN13 PTPRD PTPRS SEMA4A VSTM5 WNT7A GOBP_REGULATION_OF_EXCRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_EXCRETION AGT AGTR1 CORIN DRD2 EDN1 NHERF1 NPPB NPR1 NPSR1 SPX STC1 GOBP_REGULATION_OF_EXECUTION_PHASE_OF_APOPTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_EXECUTION_PHASE_OF_APOPTOSIS BCL2L1 BOK CIDEA DFFA DLC1 FAP FZD3 GCG MIR30B PAK2 PTGIS RFFL RNF34 SIRT2 TP53 TP53BP2 ZC3H12A GOBP_REGULATION_OF_EXIT_FROM_MITOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_EXIT_FROM_MITOSIS ANLN CDC14A CDC14B CDC14C CDC23 CDCA5 CDKN1B CDKN1C KNTC1 MAD2L1BP NEUROG1 NPM2 PHB2 PPP1R9B RGCC SIRT2 UBE2C ZW10 GOBP_REGULATION_OF_EXOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_EXOCYTOSIS ADGRE2 ADORA2B ADRA2A ANXA1 ANXA2 AP1G1 ATP13A2 ATP2A2 ATP9A BAIAP3 BCR BRAF C12orf4 CACNB4 CADPS CADPS2 CASK CBARP CCR2 CD177 CD300A CD84 CDK5 CDK5R2 CEACAM1 CFTR CHMP2A CHMP3 CHMP6 CLASP1 CLASP2 CPLANE2 CPLX1 CPLX2 CSPG5 DOC2A DOC2B DTNBP1 DVL1 EXPH5 F2RL1 FBXL20 FBXO45 FCGR2B FER FES FGA FGB FGG FGR FMR1 FOXF1 GAB2 GATA1 GATA2 GIT1 GNAI2 HAP1 HGS HLA-F HTR1B HYAL3 IFNG IL13 IL13RA2 IL1RAPL1 IL4 IL4R ITGAM ITGB2 KCNB1 KLRC2 LAMP1 LGALS9 LGI3 LRRK2 LYN MICAL1 NCKAP1L NLGN1 NOTCH1 NSF P2RX1 P2RY1 P2RY4 PCLO PDCD6IP PDPK1 PFN2 PLA2G3 PPFIA2 PRAM1 PREPL PRKCB PRKCG PRKN PTAFR RAB12 RAB13 RAB15 RAB21 RAB26 RAB27A RAB27B RAB2B RAB33B RAB3A RAB3B RAB3C RAB3D RAB3GAP1 RAB5A RAB7A RAB8A RAB8B RAB9A RABGEF1 RAC2 RALA RAP1A RAP1B RAP1BL RAPGEF4 REST RIMS1 RIMS2 RIMS3 RIMS4 RPH3A RPH3AL S100A10 SCAMP5 SDC1 SDC4 SDCBP SEPTIN1 SEPTIN2 SEPTIN4 SEPTIN5 SLC4A8 SMCR8 SMPD3 SNAPIN SNCA SNF8 SNX4 SPHK2 SPI1 STAM STX1A STX4 STXBP1 STXBP2 STXBP3 STXBP5 STXBP5L STXBP6 SV2B SV2C SYK SYN1 SYP SYT1 SYT10 SYT11 SYT12 SYT13 SYT15 SYT17 SYT2 SYT3 SYT4 SYT5 SYT6 SYT7 SYT8 SYT9 SYTL4 TPCN2 TRPV6 TSG101 UNC13D VAMP2 VAMP7 VAMP8 VPS18 VPS4A VPS4B VSNL1 WDR41 WNT7A ZP3 GOBP_REGULATION_OF_EXOSOMAL_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_EXOSOMAL_SECRETION ATP13A2 ATP9A CHMP2A CHMP3 CHMP6 HGS IFNG PDCD6IP PRKN RAB7A SDC1 SDC4 SDCBP SMPD3 SNF8 STAM TSG101 VPS4A VPS4B GOBP_REGULATION_OF_EXTENT_OF_CELL_GROWTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_EXTENT_OF_CELL_GROWTH ABL1 ADCY10 ADNP ANAPC2 APOE ARHGAP4 BARHL2 BDNF BMPR2 CDH1 CDH4 CDK5 CDKL3 CDKL5 CRABP2 CTTN CXCL12 CYFIP1 DCC DIP2B DISC1 DNM2 DRAXIN DSCAM EFNA5 EIF4G2 EPHA7 FGF13 FN1 FSTL4 GDI1 GOLGA4 GSK3B HDAC6 IFRD1 ISLR2 IST1 KIAA0319 L1CAM LIMK1 LPAR3 MACF1 MAG MAP1B MAP2 MAP3K13 MAPT MEGF8 MT3 NGF NKX6-1 NRCAM NRP1 NTN1 OLFM1 PAFAH1B1 PLXNA3 PLXNA4 POU4F2 PTPRS PUM2 RAB21 RGMA RND2 RNF6 RTN4 RTN4R RUFY3 RYK SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SHTN1 SIN3A SLIT1 SMURF1 SPART SPP1 SRF TNR TRIM46 TRPC5 TRPV2 TTL TWF2 ULK1 ULK2 VEGFA WNT3 WNT3A WNT5A ZFYVE27 GOBP_REGULATION_OF_EXTRACELLULAR_MATRIX_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_EXTRACELLULAR_MATRIX_ASSEMBLY AGT ANTXR1 CLASP1 CLASP2 DAG1 EMILIN1 HAS2 MAD2L2 MIR27B MIR29B1 MIR9-1 MIR98 NOTCH1 PHLDB1 PHLDB2 RGCC SMAD3 SOX9 TGFB1 TGFBR1 TIE1 GOBP_REGULATION_OF_EXTRACELLULAR_MATRIX_CONSTITUENT_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_EXTRACELLULAR_MATRIX_CONSTITUENT_SECRETION ADTRP BMP2 CPB2 IER3IP1 NOTCH1 RGCC RIC1 TNFRSF1A TNFRSF1B GOBP_REGULATION_OF_EXTRACELLULAR_MATRIX_DISASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_EXTRACELLULAR_MATRIX_DISASSEMBLY CARMIL2 CLASP1 CLASP2 CST3 DDR1 DDR2 DPP4 FAP FGFR4 FSCN1 IL6 LRP1 MELTF MIR98 PDPN TGFB1 GOBP_REGULATION_OF_EXTRACELLULAR_MATRIX_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_EXTRACELLULAR_MATRIX_ORGANIZATION ABL1 ADTRP AEBP1 AGT ANGPTL7 ANTXR1 AXIN2 BMP2 CARMIL2 CFLAR CHADL CLASP1 CLASP2 COLGALT1 CPB2 CST3 DAG1 DDR1 DDR2 DPP4 EFEMP2 EMILIN1 FAP FGFR4 FSCN1 HAS2 IER3IP1 IL6 ITGB3 LAMA1 LAMA2 LAMB1 LAMB2 LAMC1 LRP1 MAD2L2 MELTF MIR27B MIR29B1 MIR9-1 MIR98 NID1 NOTCH1 PDPN PHLDB1 PHLDB2 PRDM5 RB1 RGCC RIC1 RUNX1 SLC2A10 SMAD3 SOX9 TCF15 TGFB1 TGFBR1 TIE1 TNFRSF1A TNFRSF1B TNXB ZNF469 GOBP_REGULATION_OF_EXTRINSIC_APOPTOTIC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_EXTRINSIC_APOPTOTIC_SIGNALING_PATHWAY ACVR1 AGT AGTR2 AKT1 AR ARHGEF2 ATF3 BCL10 BCL2 BCL2L1 BCL2L12 BCL2L14 BID BIRC6 BMP4 BMP5 BMPR1B BRCA1 C8orf44-SGK3 CAV1 CFLAR COL2A1 CSF2 CTNNA1 CTTN CX3CL1 CYLD DBH DDX3X DEDD2 DEPTOR EYA1 EYA2 EYA3 EYA4 FADD FAF1 FAIM FAIM2 FEM1B FGA FGB FGF10 FGFR1 FGG G0S2 GATA1 GCLC GCLM GDNF GFRAL GPER1 GPX1 GSK3B GSTP1 HGF HMGB2 HMOX1 HSPA1A HSPA1B HTRA2 HTT HYAL2 ICAM1 IFI6 IGF1 IL19 IL1A IL1B IL4 IL7 INHBA ITGA6 ITGAV ITM2C ITPRIP LGALS3 LMNA LTB LTBR MADD MAL MAP2K5 MAPK7 MCL1 MIR198 MIR221 MIR222 NF1 NOL3 NOS3 NRP1 PAK2 PAK5 PARK7 PDIA3 PEA15 PELI3 PF4 PHIP PMAIP1 PML PPP1CA PPP2R1A PPP2R1B PRDX2 PSME3 PTEN PTPRC PYCARD RAF1 RB1CC1 RBCK1 RELA RET RFFL RIPK1 RNF34 RPS6KB1 SCG2 SCRT2 SERPINE1 SFRP1 SFRP2 SGK3 SH3RF1 SIAH2 SKIL SNAI2 SP100 SRC SRPX STK3 STK4 STRADB STX4 TCF7L2 TERT TGFBR1 THBS1 TIMP3 TLR4 TLR6 TMBIM1 TMC8 TNF TNFAIP3 TNFRSF12A TNFSF10 TNFSF12 TRAF1 TRAF2 UNC5B WWOX YAP1 ZC3HC1 ZMYND11 ZSWIM2 GOBP_REGULATION_OF_EXTRINSIC_APOPTOTIC_SIGNALING_PATHWAY_IN_ABSENCE_OF_LIGAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_EXTRINSIC_APOPTOTIC_SIGNALING_PATHWAY_IN_ABSENCE_OF_LIGAND AKT1 BCL2 BCL2L1 C8orf44-SGK3 COL2A1 CSF2 CTNNA1 CX3CL1 EYA1 EYA2 EYA3 EYA4 FGF10 FGFR1 GATA1 GDNF GFRAL HSPA1A HSPA1B HTRA2 IFI6 IL1A IL1B IL7 INHBA MAP2K5 MAPK7 MCL1 MIR198 NF1 PF4 PPP1CA PPP2R1A PPP2R1B PRDX2 RET RIPK1 SGK3 SNAI2 SRPX STRADB TERT TNF UNC5B WWOX ZC3HC1 GOBP_REGULATION_OF_EXTRINSIC_APOPTOTIC_SIGNALING_PATHWAY_VIA_DEATH_DOMAIN_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_EXTRINSIC_APOPTOTIC_SIGNALING_PATHWAY_VIA_DEATH_DOMAIN_RECEPTORS ARHGEF2 ATF3 BCL2L1 BMP5 BMPR1B BRCA1 CFLAR DDX3X FAF1 FAIM FAIM2 FEM1B FGA FGB FGG GPX1 GSK3B HGF HMGB2 HMOX1 ICAM1 ITPRIP LGALS3 MADD MAL MIR221 MIR222 NOS3 PARK7 PEA15 PMAIP1 PTEN RAF1 RFFL RNF34 SCRT2 SERPINE1 SFRP1 SFRP2 SKIL SP100 STK3 STK4 STX4 THBS1 TIMP3 TMBIM1 TMC8 TNFAIP3 ZSWIM2 GOBP_REGULATION_OF_FAS_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_FAS_SIGNALING_PATHWAY MIR23A MIR27A SMAD5 SP100 TMBIM1 ZDHHC7 GOBP_REGULATION_OF_FATTY_ACID_BETA_OXIDATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_FATTY_ACID_BETA_OXIDATION ABCB11 ABCD1 ABCD2 ACACB AKT1 AKT2 CNR1 CPT1A ETFBKMT FABP1 IRS1 IRS2 LONP2 MFSD2A MLYCD MTLN PLIN5 PPARA TWIST1 TYSND1 GOBP_REGULATION_OF_FATTY_ACID_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_FATTY_ACID_BIOSYNTHETIC_PROCESS ABCD1 ABCD2 ACADL ACADVL ANXA1 APOA4 APOA5 APOC1 APOC2 APOC3 AVP AVPR1A BRCA1 CD74 CEACAM1 CYP7A1 DCAF5 EIF6 ELOVL5 ERLIN1 ERLIN2 FABP5 GIP IL1B INSIG1 INSIG2 KAT2B KLHL25 LPGAT1 MID1IP1 MIR132 MIR182 MIR185 MIR204 MIR30C1 MIR33A MIR342 MIR548P MIR766 MIR96 MLXIPL NR1H2 NR1H3 PDK4 PIBF1 PLA2G3 PTGS2 RGN SCAP SIRT1 SIRT2 SLC45A3 TRIB3 UBR4 WDTC1 GOBP_REGULATION_OF_FATTY_ACID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_FATTY_ACID_METABOLIC_PROCESS ABCB11 ABCD1 ABCD2 ACACB ACADL ACADVL ADIPOQ AKT1 AKT2 ANXA1 APOA4 APOA5 APOC1 APOC2 APOC3 APPL2 AVP AVPR1A BRCA1 CAV1 CD74 CEACAM1 CNR1 CPT1A CYP7A1 DCAF5 EIF6 ELOVL5 ERFE ERLIN1 ERLIN2 ETFBKMT FABP1 FABP3 FABP5 FMO1 FMO2 FMO4 GHSR GIP IL1B INS INSIG1 INSIG2 IRS1 IRS2 KAT2B KLHL25 LONP2 LPGAT1 MFSD2A MID1IP1 MIR132 MIR182 MIR185 MIR204 MIR30C1 MIR33A MIR342 MIR548P MIR766 MIR96 MLXIPL MLYCD MTLN NCOR1 NR1H2 NR1H3 NR4A3 PANK2 PDK1 PDK2 PDK3 PDK4 PIBF1 PLA2G3 PLIN5 PPARA PPARD PPARG PPARGC1A PRKAG2 PTGS2 RGN SCAP SIRT1 SIRT2 SIRT4 SLC22A13 SLC45A3 SNCA SOX9 SREBF1 TREX1 TRIB3 TWIST1 TYSND1 UBR4 UGT1A8 WDTC1 GOBP_REGULATION_OF_FATTY_ACID_OXIDATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_FATTY_ACID_OXIDATION ABCB11 ABCD1 ABCD2 ACACB ACADL ACADVL AKT1 AKT2 APPL2 CNR1 CPT1A ETFBKMT FABP1 FABP3 FMO1 FMO2 FMO4 IRS1 IRS2 KLHL25 LONP2 MFSD2A MLYCD MTLN NR4A3 PDK4 PLIN5 PPARA PPARGC1A PRKAG2 SIRT4 SOX9 TWIST1 TYSND1 GOBP_REGULATION_OF_FATTY_ACID_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_FATTY_ACID_TRANSPORT ACSL1 ACSL5 AKT1 AKT2 AVPR1B CYP4A11 CYP4F2 EDN1 EPRS1 ERFE FABP3 FIS1 IL1A IL1B IRS2 MAP2K6 MIF NTSR1 P2RX4 P2RX7 PLA2G10 PLA2G3 PLA2G4A PLA2R1 PPARA PTGES SSTR4 SYK THBS1 TNFRSF11A TNFSF11 GOBP_REGULATION_OF_FAT_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_FAT_CELL_DIFFERENTIATION AAMDC ADIG ADIPOQ ADIRF AKT1 ALOX5 ANKRD26 ASXL1 ASXL2 ATAT1 AXIN1 AXIN2 BBS12 BMAL1 BMP2 BMP7 C1QL4 CARM1 CCDC3 CCDC85B CCN4 CDS1 CEBPA CEBPB CMKLR1 CREB1 CREBL2 DDIT3 DKKL1 DLK2 DUSP10 E2F1 ENPP1 FERMT2 FFAR4 FLCN FNDC5 FOXO1 FRZB FTO GATA2 GDF3 GNB3 GPER1 GPS2 HDAC6 HES1 HNRNPU HTR2A HTR2C ID2 ID4 IL6 INS INSIG1 JAG1 JDP2 KLF5 LEP LMO3 LPL LRP3 LRP5 MAPK14 MEDAG METRNL MEX3C MIR103A1 MIR106A MIR107 MIR128-1 MIR138-1 MIR17 MIR181A2 MIR21 MIR27A MIR27B MIR29B1 MIR448 MIR483 MIR548D1 MMP11 MSX2 NAPEPLD NOCT NR1D1 PIM1 PPARD PPARG PTGR3 PTGS2 PTPRQ RARRES2 RORA RORC RREB1 RUNX1T1 SAV1 SFRP1 SFRP2 SIRT1 SIRT2 SIRT6 SIX1 SLC7A10 SMAD3 SNAI2 SOD2 SORT1 SOX13 STK3 STK4 SULT1E1 SYAP1 TAF8 TFE3 TGFB1 TGFB1I1 TLCD3B TMEM64 TNF TPH1 TRIB2 TRIB3 TRIO TRPM4 TRPV4 VSTM2A WDFY2 WIF1 WNT1 WNT10B WNT3A WNT5A WWTR1 XBP1 YAP1 ZBTB16 ZBTB7B ZBTB7C ZC3H12A ZFP36 ZFP36L1 ZFP36L2 ZFPM2 ZNF385A GOBP_REGULATION_OF_FAT_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_FAT_CELL_PROLIFERATION E2F1 E2F3 FGF10 FTO PER2 PID1 PPARD TFDP1 TREM2 VSTM2A GOBP_REGULATION_OF_FC_GAMMA_RECEPTOR_SIGNALING_PATHWAY_INVOLVED_IN_PHAGOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_FC_GAMMA_RECEPTOR_SIGNALING_PATHWAY_INVOLVED_IN_PHAGOCYTOSIS APPL1 APPL2 CD47 PTPRC PTPRJ GOBP_REGULATION_OF_FC_RECEPTOR_MEDIATED_STIMULATORY_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_FC_RECEPTOR_MEDIATED_STIMULATORY_SIGNALING_PATHWAY APPL1 APPL2 CD226 CD47 CSK LYN PLSCR1 PTPRC PTPRJ RABGEF1 GOBP_REGULATION_OF_FEAR_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_FEAR_RESPONSE APOE EPHB2 GRP GRPR MEF2C NPAS2 PENK PRKAR1B RAG1 UCN GOBP_REGULATION_OF_FEEDING_BEHAVIOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_FEEDING_BEHAVIOR AGRP CFAP20 CNR1 EIF2AK4 GHRL GHSR GNB3 GPR171 INS INSL5 LEPR MC1R MC3R MC4R NMU NPSR1 NR4A3 OPRK1 QRFP RETN RXFP4 SGIP1 SLC24A4 STAT3 TACR3 TTC21B UCN GOBP_REGULATION_OF_FEMALE_GONAD_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_FEMALE_GONAD_DEVELOPMENT GDF9 INSR NR5A1 NUPR1 RETN WT1 ZFPM2 GOBP_REGULATION_OF_FEMALE_RECEPTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_FEMALE_RECEPTIVITY AVP AVPR1A DRD5 NCOA1 PPP1R1B THRA THRB GOBP_REGULATION_OF_FERTILIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_FERTILIZATION ASTL CCDC87 CFAP69 FAM170B INTS13 LHFPL2 MYH9 NLRP5 PLAT PLCB1 PRDM9 PRSS37 RNASE10 WEE2 ZP1 ZP2 ZP4 GOBP_REGULATION_OF_FEVER_GENERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_FEVER_GENERATION CNR1 EDNRB IL1B PTGER3 PTGES PTGS2 TNF TNFRSF11A TNFSF11 GOBP_REGULATION_OF_FIBRINOLYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_FIBRINOLYSIS APOH CPB2 F11 F12 F2 FAP HRG KLKB1 PLAT PLAU PLAUR PLG SERPINE1 SERPINF2 THBD THBS1 USF1 VTN GOBP_REGULATION_OF_FIBROBLAST_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_FIBROBLAST_APOPTOTIC_PROCESS API5 BCL2L11 BID BTG1 CFDP1 CHD8 GAS6 IER3IP1 MIR181B1 MIR24-1 NUPR1 PIK3CA PIK3CG PRDM11 SFRP1 STK17A STK17B TP53 TP63 XRCC2 GOBP_REGULATION_OF_FIBROBLAST_GROWTH_FACTOR_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_FIBROBLAST_GROWTH_FACTOR_RECEPTOR_SIGNALING_PATHWAY APLN CREB3L1 CTNNB1 DSTYK FAM20C FGF2 FGFBP1 FGFBP3 FUZ GATA3 GPC1 HHIP LRIT3 MIR1-1 MIR146A MIR149 MIR16-1 MIR424 MIR503 MIR573 NGFR NOG NPTN OTX2 PRDM14 PRKD2 RUNX2 SHISA2 SMOC2 SPRY1 SPRY2 SPRY3 SPRY4 SULF1 SULF2 THBS1 WNT4 WNT5A GOBP_REGULATION_OF_FIBROBLAST_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_FIBROBLAST_MIGRATION ACTA2 AKAP12 AKT1 APPL1 APPL2 AQP1 ARHGAP4 ARHGEF7 BAG4 BRAF CLN3 CORO1C CYGB DDR2 DMTN FER FGF2 GNA12 GNA13 HAS1 HYAL2 ITGB1 ITGB1BP1 ITGB3 MACIR MIR145 MTA2 NHERF1 PRKCE PRR5L PTK2 RAC1 RCC2 RFFL SDC4 TGFB1 THBS1 WDPCP ZEB2 GOBP_REGULATION_OF_FIBROBLAST_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_FIBROBLAST_PROLIFERATION ABL1 AGT AQP1 B4GALT7 BAX BMI1 BRK1 BTC C1QL4 CAV1 CCNA2 CCNB1 CD248 CD300A CD74 CDC6 CDC73 CDK4 CDK6 CDKN1A CTC1 CTNNB1 DAB2IP DACH1 DDR2 DHX9 E2F1 EGFR EMD EREG ESR1 FBXO4 FGF10 FN1 FOSL2 FTH1 GAS6 GSTP1 HRAS IFI30 IGF1 IL13 INCA1 ING5 ITGB3 KMT2A LIF LIG4 LTA LZTS2 MED25 MED31 MIF MIR17 MIR494 MORC3 MYB MYC NDUFS4 NF1 NGFR NLRC3 NUPR1 PARP10 PAWR PDGFA PDGFB PDGFC PDGFD PDGFRA PEX2 PLA2G1B PLA2G2C PML RNASEH2B S100A6 SFRP1 SIRT6 SKI SOD2 SPHK1 TP53 TP53INP1 TRIM32 WNT1 WNT2 WNT5A ZMIZ1 ZMPSTE24 GOBP_REGULATION_OF_FILOPODIUM_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_FILOPODIUM_ASSEMBLY ABITRAM AGRN ARAP1 ARF6 ARHGAP44 CAPZB CCL21 CCR7 CDC42 CLN3 DAAM2 DMTN DNM3 DOCK11 DPYSL3 EPHB2 FMR1 FNBP1L FSCN1 FXR1 FXR2 GAP43 GPM6A MIEN1 MYO10 MYO3A MYO3B NEURL1 NLGN1 NRP1 PALM PIK3R1 PLPPR5 PPP1R16B PRKCD RAB17 RAB3IP RAB5A RALA RHOQ RIPOR2 SRF SRGAP2C STAU2 TENM1 TENM2 TGFB3 TGFBR1 TRPM2 WASL ZMYND8 GOBP_REGULATION_OF_FLAGELLATED_SPERM_MOTILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_FLAGELLATED_SPERM_MOTILITY CCR6 CFAP206 CFAP69 CLXN DEFB1 EPPIN IQCF1 KIF9 PGAM4 PRDM14 RGN RNASE10 SEMG1 SEMG2 TAC4 TACR1 TACR2 TACR3 TEX101 TPPP2 GOBP_REGULATION_OF_FOCAL_ADHESION_DISASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_FOCAL_ADHESION_DISASSEMBLY ARF6 DUSP3 IQSEC1 MAP4K4 MAPRE2 PIK3R1 GOBP_REGULATION_OF_FOREBRAIN_NEURON_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_FOREBRAIN_NEURON_DIFFERENTIATION B2M GATA2 HES1 HES5 PROX1 GOBP_REGULATION_OF_G2_MI_TRANSITION_OF_MEIOTIC_CELL_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_G2_MI_TRANSITION_OF_MEIOTIC_CELL_CYCLE CDC25A CDC25B CDC25C PKMYT1 USP17L2 GOBP_REGULATION_OF_GAMMA_AMINOBUTYRIC_ACID_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_GAMMA_AMINOBUTYRIC_ACID_SECRETION ABAT GABBR1 HTR1B NTSR1 P2RX7 SLC6A1 SV2A TRH GOBP_REGULATION_OF_GAMMA_DELTA_T_CELL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_GAMMA_DELTA_T_CELL_ACTIVATION EGR3 LEF1 LILRB1 NCKAP1L NOD2 PTPRC SOX13 SOX4 STAT5B SYK TCF7 GOBP_REGULATION_OF_GAMMA_DELTA_T_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_GAMMA_DELTA_T_CELL_DIFFERENTIATION EGR3 LEF1 NCKAP1L PTPRC SOX13 SOX4 STAT5B SYK TCF7 GOBP_REGULATION_OF_GAP_JUNCTION_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_GAP_JUNCTION_ASSEMBLY ACE ACE2 AGT APLNR CAV1 CNTNAP2 HOPX IL1B IRX3 TBX5 GOBP_REGULATION_OF_GASTRIC_ACID_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_GASTRIC_ACID_SECRETION HIP1R KCNQ1 PTGER3 SCT SGK1 TFF2 GOBP_REGULATION_OF_GASTRULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_GASTRULATION CLASP1 CLASP2 CRB2 DAG1 FOXA2 HNF4A LHX1 NODAL OSR1 OTX2 PHLDB1 PHLDB2 POGLUT1 RACK1 SCX TENM4 TGIF2 GOBP_REGULATION_OF_GENERATION_OF_PRECURSOR_METABOLITES_AND_ENERGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_GENERATION_OF_PRECURSOR_METABOLITES_AND_ENERGY ABCD1 ACTN3 ADCY10 AK4 AKT1 AKT2 ALDOB APP ARL2 ARNT ATP7A BNIP3 CAVIN3 CBFA2T3 CCNB1 CDK1 CHCHD2 CISD1 COA8 COX17 COX7A1 COX7A2 COX7A2L COX7A2P2 DDIT4 DNAJC15 DYRK2 EIF6 ENPP1 EP300 EPM2AIP1 ETFBKMT FBP1 FLCN GAPDHS GCGR GCK GHITM GIT1 GPD1 GSK3A GSK3B HDAC4 HIF1A HTR2A IDE IER3 IFNAR1 IFNG IFNLR1 IGF1 IGF2 IL10RB IL4 INPP5K INS INSR IRS1 IRS2 ISCU JMJD8 KAT2B KHK MACROH2A1 MIR1271 MIR15B MIR195 MIR210 MLST8 MLXIPL MTOR NCOR1 NDUFA4 NOP53 NOS2 NUPR1 OGT OPN3 P2RX7 PARK7 PASK PFKFB1 PGAM1 PHB2 PHKG2 PHLDA2 PIK3CA PINK1 PNPT1 POMC PPARA PPARGC1A PPIF PPP1CA PPP1CB PPP1R3A PPP1R3B PPP1R3C PPP1R3D PPP1R3E PPP1R3F PPP1R3G PPP2CA PRDM16 PRELID1 PRKAA1 PRKAA2 PRKACA PRKAG1 PRKAG2 PRXL2C PSEN1 PTH RHOA RPTOR RUBCNL SELENOS SHMT2 SIRT6 SLC25A23 SLC25A33 SLC2A6 SLC4A1 SLC4A4 SNCA SORBS1 SPHK2 STAT3 TIGAR TMEM135 TNF TP53 TRAP1 TREX1 TRPV4 UQCC2 VCP ZBTB20 ZBTB7A GOBP_REGULATION_OF_GENE_EXPRESSION_BY_GENOMIC_IMPRINTING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_GENE_EXPRESSION_BY_GENOMIC_IMPRINTING ARID4A ARID4B CTCF DIRAS3 DNMT3A DNMT3L GSK3A IGF2 KCNQ1 KDM1B MECP2 GOBP_REGULATION_OF_GENE_SILENCING_BY_REGULATORY_NCRNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_GENE_SILENCING_BY_REGULATORY_NCRNA ADAR AJUBA BCDIN3D BMP4 DGCR8 DND1 ELAVL1 FMR1 FXR1 HOXB-AS3 IL6 LIMD1 LIN28A LIN28B MAEL MECP2 PRKRA PUM1 PUM2 RIPK1 STAT3 TARBP2 TGFB1 TIAL1 TP53 TRIM71 TRUB1 WTIP ZC3H10 ZFP36 ZMPSTE24 GOBP_REGULATION_OF_GERMINAL_CENTER_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_GERMINAL_CENTER_FORMATION ADA BCL6 FOXJ1 MEF2C PKN1 RC3H1 TNFAIP3 TNFSF13B GOBP_REGULATION_OF_GERM_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_GERM_CELL_PROLIFERATION CIB1 FANCA HPGDS PRDX4 PTGDR2 PTGDS RHBDD1 SRC GOBP_REGULATION_OF_GLIAL_CELL_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_GLIAL_CELL_APOPTOTIC_PROCESS AKAP12 CCL2 DLL1 GAS6 PRKCA PRKCD PRKCH PRKCI RAD21 TRAF2 TREM2 GOBP_REGULATION_OF_GLIAL_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_GLIAL_CELL_DIFFERENTIATION ASPA BIN1 BMP2 CDK1 CLCF1 CLCN2 CNTN2 CTNNB1 CXCR4 DAAM2 DAB1 DAG1 DICER1 DLX1 DLX2 DRD3 DUSP10 DUSP15 EGR2 EPHA4 F2 GPR37L1 GSX2 HDAC1 HDAC2 HES1 HES5 ID2 ID4 IL33 IL34 IL6 IL6ST KDM4A LDLR LIF LIN28A MAG MBD1 MDK MECP2 MIR142 MIR181B1 MIR181C MTOR MYRF NF1 NKX2-2 NKX6-1 NKX6-2 NOG NOTCH1 NR1D1 NR2E1 OLIG2 OPALIN PRMT5 PTN PTPRZ1 RELA RHEB RNF112 SERPINE2 SHH SLC45A3 SOX1 SPINT1 TENM4 TGFB1 TLR2 TMEM98 TNFRSF1B TNFRSF21 TP73 TREM2 TTBK1 WDR1 ZNF365 ZNF488 GOBP_REGULATION_OF_GLIAL_CELL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_GLIAL_CELL_MIGRATION ATP1B2 BMERB1 CCL3 CCR2 CERS2 CRKL CSF1 CX3CL1 CX3CR1 GPR183 MIR221 MIR222 NF1 NTN1 P2RX4 P2RY12 RRAS RRAS2 STAP1 TIAM1 TREM2 GOBP_REGULATION_OF_GLIAL_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_GLIAL_CELL_PROLIFERATION ABCC8 ASCL2 CDKN2B CERS2 CHRM1 CYSLTR1 DICER1 ETV5 GFAP HES1 IL1B IL6 KRAS LTA LYN MECP2 MIR125B1 MIR146A MIR221 MIR222 MYB NF1 NF2 NOTCH1 NTN1 PLAG1 PPP1CC PRKCH PRKCI RB1 RNF10 SHH SKI SLC7A5 SOX10 SOX11 TNF TP53 TSPO UFL1 VEGFC GOBP_REGULATION_OF_GLIOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_GLIOGENESIS ABCC8 ASCL2 ASPA ATOH1 BIN1 BMP2 CDKN2B CERS2 CLCF1 CLCN2 CTNNB1 CXCR4 CYSLTR1 DAAM2 DAB1 DAG1 DICER1 DLX1 DLX2 DRD3 DUSP10 EGR2 ETV5 EZH2 F2 GFAP GJC2 GPR37L1 GSX2 HDAC1 HDAC2 HES1 HES5 ID2 ID4 IL1B IL33 IL34 IL6 IL6ST KDM4A KRAS LDLR LIF LIN28A LRP2 LTA LYN MAG MBD1 MDK MECP2 MIR125B1 MIR142 MIR146A MIR181B1 MIR181C MIR221 MIR222 MTOR MYB MYRF NF1 NF2 NKX2-2 NKX6-1 NKX6-2 NOG NOTCH1 NR1D1 NR2E1 NTN1 OLIG2 PITX3 PLAG1 PPP1CC PRKCH PRKCI PRMT5 PTN PTPRZ1 RB1 RELA RHEB RNF10 RNF112 SERPINE2 SHH SIRT2 SKI SLC7A5 SOX10 SOX11 SOX8 SPINT1 TENM4 TGFB1 TLR2 TMEM98 TNF TNFRSF1B TP53 TP73 TREM2 TSPO TTBK1 UFL1 VEGFC ZNF365 ZNF488 GOBP_REGULATION_OF_GLOMERULAR_FILTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_GLOMERULAR_FILTRATION ADORA1 CORO2B EMP2 F2R F2RL1 GAS6 GJA5 PDGFB PTPRO GOBP_REGULATION_OF_GLOMERULUS_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_GLOMERULUS_DEVELOPMENT AGTR2 BMP4 NOG PAX2 PPP3CA RET GOBP_REGULATION_OF_GLUCAGON_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_GLUCAGON_SECRETION AIMP1 CARTPT CRH FFAR4 IL6 LEP PASK SYT7 GOBP_REGULATION_OF_GLUCOCORTICOID_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_GLUCOCORTICOID_BIOSYNTHETIC_PROCESS ATP1A1 BMP2 BMP5 DGKQ DKK3 H6PD NR3C1 REST WNT4 GOBP_REGULATION_OF_GLUCOCORTICOID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_GLUCOCORTICOID_METABOLIC_PROCESS ATP1A1 BMP2 BMP5 DGKQ DKK3 GAL H6PD NR3C1 REST STUB1 WNT4 GOBP_REGULATION_OF_GLUCOCORTICOID_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_GLUCOCORTICOID_RECEPTOR_SIGNALING_PATHWAY BMAL1 CLOCK CRY1 CRY2 LMO3 PER1 PHB1 GOBP_REGULATION_OF_GLUCOCORTICOID_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_GLUCOCORTICOID_SECRETION CRH CRHR1 CRY1 CRY2 GAL GALR1 GHRL POMC PTPN11 TSPO GOBP_REGULATION_OF_GLUCONEOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_GLUCONEOGENESIS ACADM ADIPOQ ARPP19 C1QTNF12 C1QTNF3 CLK2 CRY1 DDB1 DGKQ EP300 ERFE FBP1 FOXO1 GCG GCK GNMT GPT GPT2 INS KAT2A KAT2B LEP LEPR MIR103A1 MIR107 MST1 NLN NNMT NR3C1 OGT PDK2 PGP PPARA PPARGC1A PPP4R3B PRKACA PTPN2 RANBP2 SDHAF3 SELENOS SERPINA12 SESN2 SIK1 SIRT1 SIRT6 SIRT7 SLC35B4 SOGA1 STK11 TCF7L2 USP7 WDR5 ZNF692 GOBP_REGULATION_OF_GLUCOSE_IMPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_GLUCOSE_IMPORT ACE ADIPOQ AKT1 AKT2 APPL1 APPL2 ARPP19 ASPSCR1 C1QTNF12 CAPN10 CLTCL1 CREBL2 ENPP1 ERFE FGF19 FGF21 GPC3 GRB10 GSK3A HK2 IGF1 INS INSR IRS1 IRS2 ITLN1 KLF15 LEP MAPK14 MEF2A MIR103A1 MIR107 MIR143 MIR223 NFE2L2 OCLN OPN3 OSBPL8 OSTN PEA15 PID1 PIK3R1 PLA2G1B POU4F2 PRKAG2 PRKCI PTH PTPN11 RHOQ RNASEL RPS6KB1 RTN2 SELENOS SIRT6 SLC1A2 SLC25A27 SORBS1 STXBP3 TERT TNF GOBP_REGULATION_OF_GLUCOSE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_GLUCOSE_METABOLIC_PROCESS ACACB ACADM ACTN3 ADCY10 ADIPOQ ADIPOR1 AKT1 AKT2 ARPP19 BAD BCKDK C1QTNF1 C1QTNF12 C1QTNF3 CLK2 CRY1 DDB1 DGKQ DUSP12 DYRK2 EP300 EPM2AIP1 ERFE FBP1 FOXA2 FOXK1 FOXK2 FOXO1 GCG GCK GCKR GNB3 GNMT GPLD1 GPT GPT2 GSK3A IGF1 IGF2 IGFBP3 IGFBP4 INS INSR IRS1 IRS2 KAT2A KAT2B LCMT1 LEP LEPR MIDN MIR103A1 MIR107 MIR210 MLYCD MST1 NCOA2 NLN NNMT NR3C1 OGT PDK1 PDK2 PDK3 PDK4 PGP PHKG2 PMAIP1 PPARA PPARGC1A PPP1R3E PPP1R3G PPP4R3B PRKACA PRKN PTH PTPN2 RANBP2 RGN RORA RORC SDHAF3 SELENOS SERPINA12 SESN2 SIK1 SIRT1 SIRT6 SIRT7 SLC35B4 SLC45A3 SOGA1 SORBS1 SRC STK11 TCF7L2 TFF3 TIGAR TP53 USP7 WDR5 ZMPSTE24 ZNF692 GOBP_REGULATION_OF_GLUCOSE_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_GLUCOSE_TRANSMEMBRANE_TRANSPORT ACE ADIPOQ AKT1 AKT2 APPL1 APPL2 ARPP19 ASPSCR1 BRAF C1QTNF12 C2CD5 C3 CAPN10 CLIP3 CLTCL1 CREBL2 EDN1 EDNRA ENPP1 ERFE FABP5 FFAR4 FGF19 FGF21 GH1 GIP GPC3 GRB10 GSK3A HK2 IGF1 IL1B INPP5K INS INSR IRS1 IRS2 ITLN1 KLF15 LEP MAPK14 MEF2A MIR103A1 MIR107 MIR143 MIR223 NFE2L2 NR4A3 OCLN OPN3 OSBPL8 OSTN PEA15 PID1 PIK3R1 PLA2G1B POU4F2 PRKAG2 PRKCB PRKCI PTH PTPN11 RHOQ RNASEL RPS6KB1 RSC1A1 RTN2 SELENOS SIRT6 SLC1A2 SLC25A27 SORBS1 STXBP3 STXBP4 TERT TNF TRIB3 YES1 GOBP_REGULATION_OF_GLUTAMATE_RECEPTOR_CLUSTERING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_GLUTAMATE_RECEPTOR_CLUSTERING FRRS1L SHISA6 SHISA7 SLC7A11 SSH1 ZDHHC2 GOBP_REGULATION_OF_GLUTAMATE_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_GLUTAMATE_RECEPTOR_SIGNALING_PATHWAY CX3CL1 FRRS1L FYN NECAB2 PRNP SHANK3 GOBP_REGULATION_OF_GLUTAMATE_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_GLUTAMATE_SECRETION ADORA1 ADORA2A AVP AVPR1A DTNBP1 GABBR1 GRM2 GRM7 HRH3 KMO NPY5R NTSR1 P2RX7 PRKG1 RAB3GAP1 SLC38A2 SNCA STXBP1 SYT4 TRH GOBP_REGULATION_OF_GLUTAMATE_SECRETION_NEUROTRANSMISSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_GLUTAMATE_SECRETION_NEUROTRANSMISSION DTNBP1 KMO RAB3GAP1 SLC38A2 STXBP1 GOBP_REGULATION_OF_GLUTAMINE_FAMILY_AMINO_ACID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_GLUTAMINE_FAMILY_AMINO_ACID_METABOLIC_PROCESS ATCAY ATP2B4 CLN3 MIR21 NR1H4 SIRT4 SLC7A11 SLC7A7 GOBP_REGULATION_OF_GLYCOGEN_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_GLYCOGEN_BIOSYNTHETIC_PROCESS AKT1 AKT2 DYRK2 ENPP1 EPM2AIP1 GCK GSK3A GSK3B IGF1 IGF2 INPP5K INS INSR IRS1 IRS2 MIR1271 MIR15B MIR195 PASK PPP1CA PPP1CB PPP1R3A PPP1R3B PPP1R3C PPP1R3D PPP1R3E PPP1R3F PPP1R3G PTH SELENOS SORBS1 GOBP_REGULATION_OF_GLYCOGEN_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_GLYCOGEN_CATABOLIC_PROCESS ADCY10 INS PHKG2 PPP1CA PPP1CB PPP1R3B PPP1R3D GOBP_REGULATION_OF_GLYCOGEN_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_GLYCOGEN_METABOLIC_PROCESS ADCY10 AKT1 AKT2 DYRK2 ENPP1 EPM2AIP1 GCGR GCK GSK3A GSK3B IGF1 IGF2 INPP5K INS INSR IRS1 IRS2 KHK MIR1271 MIR15B MIR195 PASK PHKG2 PHLDA2 POMC PPP1CA PPP1CB PPP1R3A PPP1R3B PPP1R3C PPP1R3D PPP1R3E PPP1R3F PPP1R3G PTH RUBCNL SELENOS SORBS1 GOBP_REGULATION_OF_GLYCOGEN_STARCH_SYNTHASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_GLYCOGEN_STARCH_SYNTHASE_ACTIVITY ADIPOQ GSK3A GSK3B IGF2 INPP5K PPP1R3F GOBP_REGULATION_OF_GLYCOLYTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_GLYCOLYTIC_PROCESS ACTN3 APP ARL2 ARNT CBFA2T3 DDIT4 EIF6 EP300 FBP1 FLCN GAPDHS GCK GIT1 GPD1 HDAC4 HIF1A HTR2A IER3 IFNG IGF1 INS INSR JMJD8 KAT2B MLST8 MLXIPL MTOR NCOR1 NUPR1 OGT P2RX7 PFKFB1 PGAM1 PPARA PPP2CA PRKAA1 PRKAA2 PRKACA PRKAG1 PRKAG2 PRXL2C PSEN1 RPTOR SIRT6 SLC2A6 SLC4A1 SLC4A4 STAT3 TIGAR TREX1 ZBTB20 ZBTB7A GOBP_REGULATION_OF_GLYCOPROTEIN_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_GLYCOPROTEIN_METABOLIC_PROCESS AATF ABCA2 ABCA7 ACER2 ACOT8 AGO2 ALG10B APCS BACE2 BCL2 CCL19 CCL21 CCR7 CHP1 CST3 CTNNB1 FKTN GATA1 GOLGA2 HBEGF IGF1 IL15 IL33 ITM2A ITM2B ITM2C JAK3 MGAT4D MIR101-1 MIR106A MIR144 MIR147A MIR153-1 MIR17 MIR181B1 MIR20A MIR298 MIR31 MIR323A MIR455 MIR520C MIR644A MUSTN1 NCSTN NECAB1 NECAB2 NECAB3 PAWR PLCB1 POMT1 POMT2 PTX3 PXYLP1 RAB1A RAB1B RAMP1 SLC2A10 SLC51B SOAT1 TCF7L2 TM9SF2 GOBP_REGULATION_OF_GOLGI_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_GOLGI_ORGANIZATION AKAP9 ARMH3 CAMSAP2 CAMSAP3 EHD3 MAP2K1 MAP2K2 MAPK1 MAPK3 MYO5A PDCD10 PDE4DIP RAB33B RBSN STX18 STX5 USP6NL GOBP_REGULATION_OF_GOLGI_TO_PLASMA_MEMBRANE_PROTEIN_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_GOLGI_TO_PLASMA_MEMBRANE_PROTEIN_TRANSPORT ACSL3 ATP2C1 CLN3 CNST CSK LYPLA1 PKDCC RACK1 RSC1A1 GOBP_REGULATION_OF_GONADOTROPIN_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_GONADOTROPIN_SECRETION FOXL2 GJA1 INHA INHBA INHBB KISS1 LEP NPVF OPRK1 SMAD4 TACR2 GOBP_REGULATION_OF_GONAD_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_GONAD_DEVELOPMENT CITED2 DHX37 DMRT1 GDF9 INSR NR5A1 NUPR1 RETN SOX9 SRY WNT4 WT1 ZFPM2 GOBP_REGULATION_OF_GRANULOCYTE_CHEMOTAXIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_GRANULOCYTE_CHEMOTAXIS AKIRIN1 BST1 C1QBP C3AR1 C5AR1 C5AR2 CAMK1D CCL19 CCL21 CCL5 CCR7 CD74 CMKLR1 CSF1 CSF1R CXCL17 CXCL8 CXCR2 DAPK2 DNM1L DPP4 EDN1 IL23A IL34 IL4 JAM3 LBP MAPK1 MAPK3 MCU MDK MIR223 MOSPD2 MPP1 MSTN NCKAP1L NOD2 PTK2 RAC1 RAC2 RARRES2 RIPOR2 S100A14 S100A7 SLAMF1 SLIT2 THBS1 THBS4 TIRAP TNFAIP6 TNFSF18 TRPV4 XCL1 GOBP_REGULATION_OF_GRANULOCYTE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_GRANULOCYTE_DIFFERENTIATION ADIPOQ C1QC CEACAM1 CUL4A EVI2B HAX1 HCLS1 IL5 INPP5D LEF1 MIR486-1 RARA RUNX1 TESC TRIB1 ZBTB46 GOBP_REGULATION_OF_GROWTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_GROWTH ABL1 ACACB ACTN3 ACVR1B ACVRL1 ADAM10 ADAM15 ADAM17 ADCY10 ADIPOR1 ADNP ADRB1 ADRB2 ADRB3 AFG3L2 AGR2 AGRN AGT AGTR1 AGTR2 AKAP6 AKT1 ALOX15B ANAPC2 APOE APP AR ARHGAP4 ARHGEF11 ARMC12 ARX ATAD3A ATP8A2 ATRN AVP AVPR1A BAP1 BARHL2 BASP1 BBS2 BBS4 BCAR1 BCL11A BCL2 BCL2L1 BCL2L11 BCL6 BDKRB1 BDNF BLTP1 BMP10 BMPR1A BMPR2 BNIPL BRAT1 BRCA1 BST2 BTG1 C8orf44-SGK3 CACNG7 CAMK2D CAPN3 CAPRIN2 CAV3 CCAR2 CCDC85B CCN3 CCNB2 CD38 CDA CDC42 CDC73 CDH1 CDH4 CDHR2 CDK1 CDK11A CDK11B CDK5 CDKL3 CDKL5 CDKN1A CDKN1B CDKN2A CDKN2AIP CDKN2C CDKN2D CEACAM1 CEP43 CGA CGRRF1 CHD7 CHPT1 CIB1 CISH CITED2 CLSTN1 CLSTN3 COLQ CPNE5 CPNE6 CPNE9 CRABP2 CREB1 CRKL CRLF3 CRYAB CSF1 CSH1 CSH2 CSHL1 CSNK2A1 CTDP1 CTTN CXCL12 CXCL16 CXCR4 CYFIP1 CYP27B1 DAB2 DACT3 DCAF1 DCBLD2 DCC DCSTAMP DCUN1D3 DCUN1D5 DDR1 DDX3X DDX49 DERL2 DIO3 DIP2B DISC1 DLL1 DNAJB2 DNM2 DNPH1 DRAXIN DRD2 DSCAM DUSP10 DUSP6 EAF2 EBAG9 EDN1 EFNA5 EGFR EGLN2 EI24 EIF4G1 EIF4G2 ENO1 ENPP1 EPHA7 EPPK1 ERBB2 ERBB4 ESR2 EXOSC2 EXOSC4 EXOSC9 EXTL3 EZR F2 FAM107A FBP1 FGF13 FGF2 FGF20 FGF8 FGF9 FGFR2 FGFR3 FHL1 FLVCR1 FN1 FOSL2 FOXC1 FOXC2 FOXP1 FOXS1 FRZB FSTL4 FTO FXN G6PD GAMT GAP43 GATA6 GDF15 GDF2 GDF5 GDF9 GDI1 GH1 GH2 GHR GHRH GHRHR GHRL GHSR GJA1 GJD4 GLI1 GNG4 GOLGA4 GPAM GPAT4 GPC3 GPR21 GREM1 GSK3A GSK3B H3-3A H3-3B H3-5 HBEGF HDAC3 HDAC6 HDGFL2 HEY2 HIF1A HLX HNF1B HNF4A HOPX HOXB13 HPN HRG HSPA1A HSPA1B HTRA2 HYAL1 HYAL2 IFRD1 IGF1 IGF2 IGFBP1 IGFBP3 IGFBP4 IGFBP5 IGFBP7 IGFBPL1 IHH IL17RB IL2 IL7 IL9 ING1 ING4 ING5 INHBA INO80 INS INSR IP6K2 ISLR2 IST1 ITCH ITSN2 JADE1 JADE2 JADE3 JARID2 KAT7 KAZALD1 KCNK2 KDM2B KIAA0319 KIF14 KIF26A KLHL22 KRT17 L1CAM LAMTOR1 LAMTOR2 LATS1 LATS2 LEP LGI1 LGMN LIMK1 LMX1A LPAR3 LRP12 LTBP4 MACF1 MAD2L2 MAEL MAG MAP1B MAP2 MAP2K5 MAP3K13 MAPK11 MAPK14 MAPKAP1 MAPT MBD5 MEAF6 MECP2 MEF2C MEG3 MEGF8 MELTF MFSD2A MINAR1 MIR1-1 MIR17HG MIR199A1 MIR199B MIR19A MIR19B1 MIR200B MIR204 MIR208A MIR222 MIR25 MIR29B1 MIR509-1 MIR548C MIR590 MIR873 MKKS MLST8 MMP14 MSTN MSX1 MT1A MT1B MT1E MT1F MT1G MT1H MT1M MT1X MT2A MT3 MTM1 MTOR MTPN MUC12 MUL1 MUSK MYCBP2 MYH6 MYL2 MYOCD MYOD1 MYOZ1 N6AMT1 NAIF1 NANOS1 NCBP1 NDRG3 NDUFA13 NDUFS3 NEDD4L NET1 NGF NIPBL NKD1 NKX2-5 NKX6-1 NME6 NOG NOTCH1 NPM1 NPPB NPPC NPR1 NPY1R NRCAM NRG3 NRP1 NTN1 NUBP1 OGFR OLFM1 OSGIN1 OSGIN2 OSTN PABIR1 PAFAH1B1 PAK4 PAK5 PAPPA2 PARP2 PEX5 PHB1 PI16 PIK3CA PIM1 PLAA PLAC8 PLCB1 PLCE1 PLS1 PLXNA3 PLXNA4 PML PNPT1 POU3F2 POU4F2 PPARA PPARD PPIB PPM1F PPP1R9B PPP2CA PPP2R1A PPT1 PRDM11 PRKCB PRKCQ PRKN PRLH PROX1 PRR5 PRSS2 PSMD10 PSRC1 PTCH1 PTCH2 PTEN PTK2B PTK6 PTPRJ PTPRS PUM2 RAB21 RAB33B RACK1 RAG2 RAI1 RASAL1 RASGRP2 RB1 RBBP7 RBP4 RBPJ RERG RFTN1 RGMA RGS2 RGS4 RICTOR RIMS1 RIMS2 RND2 RNF157 RNF6 ROS1 RPS6KA1 RPS6KA3 RPS6KB1 RPTOR RTN4 RTN4R RUFY3 RUNX1 RYK S100A8 S100A9 SASH3 SAV1 SCGB3A1 SDCBP SELENOP SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SERP1 SERPINE2 SERTAD2 SERTAD3 SESN2 SFN SFRP1 SFRP2 SGK1 SGK2 SGK3 SGPL1 SH3BP4 SHTN1 SIN3A SIPA1 SIX1 SIX4 SLC23A2 SLC25A33 SLC44A4 SLC6A3 SLC6A4 SLC9A1 SLIT1 SLIT2 SLIT3 SMAD3 SMAD4 SMAD7 SMARCA2 SMARCA4 SMARCB1 SMO SMURF1 SOCS2 SOCS6 SOD1 SOX15 SOX17 SPAAR SPAG9 SPART SPHK1 SPHK2 SPOCK1 SPP1 SPTBN4 SRF ST20 ST7L STAT3 STAT5A STAT5B STC2 STK11 STK3 STK4 SUPV3L1 SYT1 SYT14P1 SYT17 SYT2 SYT3 SYT4 TAF9B TAOK2 TBX2 TBX20 TBX5 TCHP TEAD1 TFCP2L1 TFRC TGFB1 TGFB2 TGFBR1 TGFBR3 TKT TLE5 TLL2 TMEM97 TMPRSS4 TNC TNR TOMM70 TP53 TP53TG5 TP73 TRIM32 TRIM40 TRIM46 TRPC5 TRPV2 TSG101 TSPYL2 TTL TWF2 UCN ULK1 ULK2 UNC13A URI1 USP47 VEGFA VGLL4 VIL1 VPS54 WFDC1 WFS1 WNT11 WNT2 WNT3 WNT3A WNT5A WRN WT1 WWC1 WWC2 WWC3 YAP1 YBX3 YY1 ZFPM2 ZFYVE27 ZMPSTE24 ZNF639 ZP3 ZPR1 GOBP_REGULATION_OF_GROWTH_HORMONE_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_GROWTH_HORMONE_RECEPTOR_SIGNALING_PATHWAY GDF15 GHRL JAK2 LEPROT LEPROTL1 MBD5 GOBP_REGULATION_OF_GROWTH_RATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_GROWTH_RATE BNIPL GHRL RFTN1 TMPRSS4 WRN GOBP_REGULATION_OF_GTPASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_GTPASE_ACTIVITY ABR ADAP1 ADAP2 ADCYAP1 ADRB1 AGAP1 AGAP11 AGAP2 AGAP3 AGAP4 AGAP5 AGAP6 AGAP7P AGAP9 AGRN ALS2 ALS2CL APC2 ARAP1 ARFGEF1 ARHGAP11A ARHGAP11B ARHGAP12 ARHGAP15 ARHGAP22 ARHGAP24 ARHGAP25 ARHGAP27 ARHGAP29 ARHGAP42 ARHGAP44 ARHGAP45 ARHGAP9 ARHGEF10 ARHGEF15 ARHGEF16 ARHGEF19 ARHGEF26 ARHGEF5 ARHGEF7 ARL2 ASAP3 BCAR3 BCR BVES C9orf72 CAV2 CCDC125 CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL3 CCL3L1 CCL3L3 CCL4 CCL5 CCL7 CCL8 CCPG1 CCR7 CD40 CDKL5 CHN1 CHN2 CORO1C CPEB2 CRK CX3CL1 CXCL13 DAB2IP DOCK10 DOCK11 DOCK6 DOCK7 DOCK8 DOCK9 DVL3 ECT2 EFNA5 EPHA1 EPHA2 EPHA3 EPHA4 EPHA5 EPHB3 ERBB2 EVI5 EVI5L EZH2 F2R F2RL1 FERMT2 FGD1 FGD2 FGD3 FGD4 FGD5 FGD6 FICD FOXJ1 FZD10 GARNL3 GMIP GNB5 GPR137B GPR65 GPSM1 GRTP1 GSK3B HRAS ITGA6 ITGB1 ITGB1BP1 KLRC4-KLRK1 KLRK1 LARS1 LIMS1 LRCH1 LRRK2 MAP4K4 MAPRE2 MET MIR21 MIR223 MMUT MTSS2 NDEL1 NET1 NF1 NGEF NTF3 NTRK1 NTRK2 NTRK3 ODAM PBXIP1 PICALM PIN1 PIP5K1A PKP4 PLXNA1 PLXNA2 PLXNA3 PLXNA4 PLXNB1 PLXNB2 PLXNB3 PLXNC1 PLXND1 PREX1 PREX2 PRKG1 PROM2 PRTN3 PTK2 RAB11FIP2 RAB3GAP1 RAB3GAP2 RABGAP1 RACK1 RALBP1 RALGAPA1 RALGAPA2 RALGAPB RALGDS RALGPS1 RALGPS2 RANGAP1 RAP1A RAP1GAP RAP1GAP2 RAP1GDS1 RAPGEF1 RAPGEF2 RAPGEF3 RAPGEF4 RAPGEF5 RAPGEF6 RAPGEFL1 RASA4 RASGEF1A RASGEF1B RASGEF1C RASGRF1 RASGRF2 RASGRP1 RASGRP2 RASGRP3 RASGRP4 RASIP1 RCC2 RDX RGL1 RGL3 RGL4 RGP1 RGS1 RGS10 RGS11 RGS16 RGS6 RGS7 RGS8 RGS9 RHOG RIC1 RIPOR2 RRP1B RSU1 RTN4R S100A10 SCRIB SEMA4D SFRP1 SGSM1 SGSM2 SGSM3 SH3BP1 SH3BP4 SIPA1 SIPA1L1 SIPA1L2 SIPA1L3 SLC27A4 SMCR8 SNX13 SNX18 SNX9 SOD1 SOS1 SOS2 SRGAP2 STMN1 STMN3 SYDE1 SYDE2 TAX1BP3 TBC1D1 TBC1D10A TBC1D10B TBC1D10C TBC1D12 TBC1D13 TBC1D14 TBC1D15 TBC1D16 TBC1D17 TBC1D2 TBC1D20 TBC1D21 TBC1D22A TBC1D22B TBC1D25 TBC1D26 TBC1D2B TBC1D3 TBC1D30 TBC1D3B TBC1D3C TBC1D3D TBC1D3E TBC1D3F TBC1D3G TBC1D3H TBC1D3I TBC1D3K TBC1D3L TBC1D4 TBC1D5 TBC1D7 TBC1D8 TBC1D8B TBC1D9 TBC1D9B TBCK TGM2 THY1 TIAM1 TIAM2 TMED2 TSC1 USP17L2 USP6NL VAV1 VAV2 VAV3 WDR41 WNK1 WNT11 XCL1 XCL2 ZC3H15 GOBP_REGULATION_OF_GTP_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_GTP_BINDING ARHGAP28 ARHGEF7 CCPG1 CLN5 CSNK1A1 EPHA4 GPSM1 MET PBXIP1 RIPOR2 STMN1 GOBP_REGULATION_OF_GUANYLATE_CYCLASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_GUANYLATE_CYCLASE_ACTIVITY ENSG00000290147 GUCA1A GUCA1B NOS1 NOS2 NOS3 RD3 GOBP_REGULATION_OF_GUANYL_NUCLEOTIDE_EXCHANGE_FACTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_GUANYL_NUCLEOTIDE_EXCHANGE_FACTOR_ACTIVITY CCPG1 EPHA4 GPSM1 MET PBXIP1 RIPOR2 STMN1 GOBP_REGULATION_OF_G_PROTEIN_COUPLED_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_G_PROTEIN_COUPLED_RECEPTOR_SIGNALING_PATHWAY ABHD6 ACP3 ADA ADCYAP1 ADM ADRB2 ADRB3 AIPL1 APELA APLN APLNR APLP1 ARR3 ARRB1 ARRB2 ARRDC3 ATP2B4 BECN2 BICD1 C3 CALCR CAMK2A CAMKMT CCL5 CHGA CNTN2 CRTC3 CRY1 CXCL8 DGKQ DRD2 DRD3 DYNLT1 EDN1 F2 FGF8 FRMPD1 GAS2L2 GIPR GIT1 GIT2 GNAI2 GNAT1 GNG4 GNG7 GPER1 GPR158 GPR27 GPRASP1 GRK1 GRK2 GRK3 GRK4 GRK5 GRK6 GRK7 GRM5 GRP GSK3A GTF2H2 GUCY2D GUCY2F HOMER2 HTR1B HTR2B INPP5A ITGB3 KCTD12 KCTD16 KCTD8 KLK14 KLK5 KLK6 MET MGLL MGRN1 MIR133A1 MIR30E MRAP MRAP2 NECAB2 NMT1 NMT2 OPRL1 PDC PDCL PDE4A PDE4B PDE6G PDE6H PHB1 PHF24 PLCB1 PLCE1 PLEK PPP1R9B PPP3CA PRKCA PRMT5 PTGDR2 RAMP1 RAMP2 RAMP3 RASGRP4 RGS10 RGS11 RGS12 RGS13 RGS14 RGS16 RGS18 RGS2 RGS20 RGS3 RGS4 RGS5 RGS6 RGS7 RGS9 RIC8B ROCK1 ROCK2 RPGRIP1L RPH3AL SAG SLC24A4 SLC39A14 SNCA SSTR4 STMN1 SYP TMOD2 TUB TULP3 UBQLN2 USP20 USP33 YWHAB ZDHHC3 ZDHHC7 GOBP_REGULATION_OF_HAIR_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_HAIR_CYCLE BMAL1 CDH3 CLOCK DKK4 EPS8L3 FA2H FERMT1 FOXN1 FST GAL HPSE KRT17 MSX2 MYSM1 NGFR NIPBL NUMA1 PER1 SMAD4 SMO TERT TGFB2 TNF TRADD TRPV3 TSKU WNT10B WNT5A GOBP_REGULATION_OF_HAIR_FOLLICLE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_HAIR_FOLLICLE_DEVELOPMENT CDH3 DKK4 FERMT1 FOXN1 FST GAL HPSE KRT17 MSX2 MYSM1 NGFR NUMA1 SMAD4 SMO TGFB2 TNF TRADD WNT10B WNT5A GOBP_REGULATION_OF_HEART_CONTRACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_HEART_CONTRACTION ABCC9 ACE2 ADA ADCY10 ADM ADM2 ADM5 ADORA1 ADORA3 ADRA1A ADRA1B ADRB1 AGT AGTR2 AKAP9 ANK2 APELA APLN ASB3 ATP1A1 ATP1A2 ATP1A3 ATP1B1 ATP1B2 ATP2A1 ATP2A2 ATP2A3 ATP2B1 ATP2B2 ATP2B3 ATP2B4 AVPR1A BIN1 BMP10 BVES CACNA1C CACNA1D CACNA1G CACNA1H CACNA2D1 CACNB2 CALM1 CALM2 CALM3 CAMK2D CASQ2 CAV1 CAV3 CELF2 CHGA CHRM2 CHRNA7 CLIC2 CORIN CSRP3 CTNNA3 CXADR CYP2J2 DES DLG1 DMD DMPK DRD2 DSC2 DSG2 DSP EDN1 EDN2 EDN3 EDNRA EDNRB EHD3 EPAS1 FGF13 FKBP1B FLNA FOXN4 FXYD1 GAA GATA4 GCH1 GJA1 GJA5 GJC1 GJC3 GJD3 GLP1R GLRX3 GPD1L GRK2 GSK3A GSTM2 GSTO1 HBEGF HCN4 HEY2 HOPX HRC HSP90AA1 HSPB7 IRX3 ISL1 JUP KCNA5 KCND2 KCND3 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNG2 KCNH2 KCNH6 KCNIP2 KCNJ12 KCNJ2 KCNJ3 KCNJ5 KCNJ8 KCNN2 KCNQ1 MC3R MDM2 MEF2A MIR1-1 MIR133A1 MIR19A MIR200C MIR208A MIR26A1 MIR30E MIR328 MIR448 MIR92A1 MYH6 MYH7 MYL2 MYL3 MYL4 NKX2-5 NOS1 NOS1AP NOS3 NPPA NUP155 P2RX4 PDE4B PDE4D PDE5A PIK3CG PKP2 PLN POPDC2 PRKACA RANGRF RGS2 RGS4 RNF207 RNLS RYR2 S100A1 SCN10A SCN1B SCN2B SCN3B SCN4B SCN5A SHOX2 SLC1A1 SLC4A3 SLC8A1 SLC8A2 SLC8A3 SLC9A1 SMAD7 SNTA1 SPTBN4 SPX SREBF1 SRI STC1 SUMO1 TACR3 TBX18 TBX2 TBX5 TGFB2 TH THRA THRB TMEM161B TMEM38A TMEM38B TMEM65 TMIGD3 TNF TNNI3 TNNI3K TNNT2 TPM1 TRDN TRPC1 TRPM4 TRPV1 UCN YWHAE ZC3H12A ZMPSTE24 GOBP_REGULATION_OF_HEART_GROWTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_HEART_GROWTH ACACB AKAP6 BASP1 BMP10 BMPR1A CAV3 CDK1 CITED2 CTDP1 DUSP6 EDN1 ERBB4 FGF2 FGF20 FGF9 FGFR2 FOXP1 G6PD GATA6 GLI1 GSK3A HEY2 IGF1 JARID2 KCNK2 MAPK11 MAPK14 MEF2C MIR1-1 MIR17HG MIR199A1 MIR199B MIR19A MIR19B1 MIR200B MIR204 MIR208A MIR222 MIR25 MIR509-1 MIR548C MIR590 MIR873 MYH6 NKX2-5 NOG NOTCH1 PARP2 PI16 PIM1 PPARA PROX1 RBP4 RBPJ RGS2 RGS4 RUNX1 SAV1 TBX2 TBX20 TBX5 TGFBR1 TGFBR3 TOMM70 TP73 VGLL4 WNT2 WT1 YAP1 YY1 ZFPM2 GOBP_REGULATION_OF_HEART_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_HEART_MORPHOGENESIS BMP2 BMP4 DKK1 GATA5 MESP1 ROBO1 ROBO2 SMO WNT11 WNT5A GOBP_REGULATION_OF_HEART_RATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_HEART_RATE ADA ADM ADM2 ADM5 ADRA1A ADRA1B ADRB1 AGTR2 AKAP9 ANK2 ATP2A2 AVPR1A BIN1 BVES CACNA1C CACNA1D CACNA1G CACNA2D1 CACNB2 CALM1 CALM2 CALM3 CAMK2D CASQ2 CAV1 CAV3 CHRNA7 CTNNA3 DMD DRD2 DSC2 DSG2 DSP EDN1 EDN2 EDN3 EDNRA EDNRB EPAS1 FKBP1B GCH1 GJD3 GPD1L HCN4 HEY2 HRC ISL1 JUP KCNA5 KCND3 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNH2 KCNH6 KCNJ2 KCNJ3 KCNJ5 KCNJ8 KCNQ1 MC3R MDM2 MIR1-1 MIR26A1 MIR328 MYH6 MYH7 NOS1AP NPPA PDE4D PKP2 PLN POPDC2 PRKACA RANGRF RGS4 RNLS RYR2 SCN10A SCN1B SCN2B SCN3B SCN4B SCN5A SHOX2 SLC1A1 SLC8A1 SNTA1 SPTBN4 SPX SREBF1 SRI TACR3 TMEM161B TNF TNNI3K TPM1 TRPM4 TRPV1 YWHAE GOBP_REGULATION_OF_HEART_RATE_BY_CARDIAC_CONDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_HEART_RATE_BY_CARDIAC_CONDUCTION AKAP9 ANK2 BIN1 CACNA1C CACNA1D CACNA1G CACNA2D1 CACNB2 CAMK2D CAV1 CTNNA3 DSC2 DSG2 DSP HCN4 ISL1 JUP KCNA5 KCND3 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNH2 KCNH6 KCNJ2 KCNJ3 KCNJ5 KCNQ1 PKP2 SCN1B SCN2B SCN3B SCN4B SCN5A TRPM4 YWHAE GOBP_REGULATION_OF_HEART_RATE_BY_CHEMICAL_SIGNAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_HEART_RATE_BY_CHEMICAL_SIGNAL KCNH2 MIR1-1 NOS1AP PDE4D SREBF1 TPM1 YWHAE GOBP_REGULATION_OF_HEAT_GENERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_HEAT_GENERATION ABAT ARRDC3 CNR1 EDNRB IL1B PTGER3 PTGES PTGS2 SLC27A1 TNF TNFRSF11A TNFSF11 GOBP_REGULATION_OF_HELICASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_HELICASE_ACTIVITY CHTOP GTF2H2 IFIT1 MNAT1 MSH2 MSH3 MSH6 POT1 SIRT1 SSBP1 TP53 GOBP_REGULATION_OF_HEMATOPOIETIC_PROGENITOR_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_HEMATOPOIETIC_PROGENITOR_CELL_DIFFERENTIATION ABL1 ANKLE1 CDK6 DHX36 DPF2 EIF2AK2 FLCN FNIP1 FOXC1 GATA2 HES1 HES5 HSPA9 ITCH KAT5 KDR KITLG METTL14 METTL3 MIXL1 MYB N4BP2L2 NFE2L2 NOTCH1 NUDT21 OSM PCID2 PDCD2 PRKDC PUS7 RARA SETD1A SOS1 SOS2 SPI1 TCF15 YTHDF2 ZBTB1 ZFP36 ZNHIT1 GOBP_REGULATION_OF_HEMATOPOIETIC_STEM_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_HEMATOPOIETIC_STEM_CELL_DIFFERENTIATION ABL1 CDK6 EIF2AK2 FOXC1 HSPA9 ITCH KAT5 METTL3 N4BP2L2 NFE2L2 OSM PRKDC PUS7 SETD1A TCF15 YTHDF2 ZFP36 GOBP_REGULATION_OF_HEMATOPOIETIC_STEM_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_HEMATOPOIETIC_STEM_CELL_PROLIFERATION ACE ATXN1L CEBPA EIF2AK2 KAT7 KITLG MIR221 MIR222 N4BP2L2 PDCD2 PIM1 SNAI2 THPO TSC22D1 WNT1 WNT10B WNT5A GOBP_REGULATION_OF_HEMOGLOBIN_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_HEMOGLOBIN_BIOSYNTHETIC_PROCESS ABCB10 EIF2AK1 FECH KLF4 LDB1 PRMT1 SLC25A37 SLC6A9 GOBP_REGULATION_OF_HEMOPOIESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_HEMOPOIESIS ABCB10 ABL1 ACIN1 ACTB ACTL6A ACTL6B ACVR1B ACVR2A ADA ADAM8 ADIPOQ AGER AMBRA1 ANKRD54 ANXA1 AP3B1 AP3D1 APCS ARID1A ARID1B ARID2 ARNT ASCL2 AXL B2M BAD BATF BCL6 BGLAP BMP4 BRAF BRD1 BRD7 BRPF1 BRPF3 BTK BTN2A2 C1QC CAMK4 CARD11 CARTPT CASP8 CBFB CCL19 CCL3 CCR1 CCR2 CD101 CD2 CD27 CD28 CD4 CD46 CD74 CD80 CD83 CD86 CDC73 CDK6 CEACAM1 CEBPA CEBPB CIB1 CLDN18 CLEC4G CLPTM1 CNOT4 CR1 CREB1 CRTAM CSF1 CSF3 CSF3R CTLA4 CTNNB1 CTNNBIP1 CTR9 CUL4A CYP26B1 DCSTAMP DLL1 DROSHA DTX1 DUSP10 EGR3 EIF6 ERBB2 ERFE ETS1 EVI2B FADD FAM210B FANCA FANCD2 FAXDC2 FBN1 FBXO7 FBXW7 FCGR2B FCRL3 FES FGL2 FOS FOXJ1 FOXN1 FOXO3 FOXP1 FOXP3 FSHB FSTL3 GABPA GAS6 GATA1 GATA2 GATA3 GFI1B GLI2 GLI3 GPR137 GPR137B GPR171 GPR55 GPR68 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HAX1 HCLS1 HIF1A HLA-B HLA-DOA HLA-DRA HLA-DRB1 HLA-G HLX HMGB1 HMGB2 HOXA5 HOXA7 HOXA9 HOXB8 HSF1 HSPA1A HSPA1B HSPA9 IAPP ID2 IFNA2 IFNB1 IFNG IFNL1 IHH IKZF3 IL10 IL12B IL12RB1 IL15 IL15RA IL17A IL17D IL18 IL1RL2 IL2 IL20 IL23A IL23R IL27 IL2RA IL2RG IL34 IL36B IL4 IL4I1 IL4R IL5 IL7 IL7R ING5 INHA INHBA INPP5D IRF1 IRF4 IRF7 ISG15 ITPKB JAG1 JAK3 JUNB KAT2A KAT5 KAT6A KAT6B KITLG KLF10 KLF13 KLHL25 L3MBTL1 LAG3 LDB1 LEF1 LEO1 LGALS1 LGALS3 LGALS9 LIF LILRB1 LILRB2 LILRB3 LILRB4 LOX LOXL3 LRRC17 LTF LYN MAFB MALT1 MAPK11 MAPK14 MDK MEAF6 MED1 MEF2C MEIS1 MEIS2 METTL3 MIR125B1 MIR145 MIR17HG MIR21 MIR221 MIR222 MIR223 MIR30B MIR486-1 MITF MMP14 MPL MTOR MTURN MYB MYC MYSM1 NCKAP1L NDFIP1 NEDD9 NF1 NFAM1 NFKBIA NFKBID NFKBIZ NKAP NLRP3 NOTCH2 NRARP OCSTAMP P4HTM PAF1 PBRM1 PCID2 PCK1 PF4 PGLYRP1 PGLYRP2 PGLYRP3 PHF10 PIAS3 PIK3R1 PIK3R6 PITHD1 PLA2G3 PNP POU4F1 POU4F2 PPARGC1B PPP2R3C PPP3CA PRDM1 PRDX2 PRELID1 PRKCA PRKCZ PRKDC PRMT1 PRMT6 PRXL2A PSG9 PTK2B PTN PTPN2 PTPN6 PTPRC PURB RAB7B RAG1 RAG2 RARA RARG RASGRP1 RASSF2 RB1 RBM15 RC3H1 RC3H2 RCOR1 RHEX RHOA RHOH RIPK1 RIPK2 RNF41 ROR2 RPTOR RUNX1 RUNX3 SART1 SASH3 SCIN SFRP1 SH3RF1 SHB SHH SIGLEC15 SKIC8 SLAMF8 SLC46A2 SLC4A2 SLC9B2 SMAD7 SMAP1 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SNAI2 SOCS1 SOCS5 SOD1 SOS1 SOS2 SOX12 SOX13 SOX4 SPI1 SPINK5 STAT1 STAT3 STAT5B SYK TAL1 TBX21 TCF7 TCIM TCTA TESC TESPA1 TFE3 TGFB1 TGFBR2 THPO TLR3 TLR4 TLR9 TMEM131L TMEM176A TMEM176B TMEM178A TMEM64 TNF TNFAIP6 TNFRSF11B TNFSF11 TNFSF18 TNFSF4 TNFSF9 TOB2 TOX TRAF6 TREM2 TRIB1 TSC22D1 TYROBP UBASH3B VNN1 VSIR WNT10B XBP1 XRCC6 ZAP70 ZBTB1 ZBTB16 ZBTB46 ZBTB7B ZC3H12A ZC3H8 ZEB1 ZFP36 ZFP36L1 ZFP36L2 ZFPM1 ZMIZ1 ZNF16 ZNF675 ZNF683 GOBP_REGULATION_OF_HEPATIC_STELLATE_CELL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_HEPATIC_STELLATE_CELL_ACTIVATION ACTA2 CYGB DDR2 GCLC LEP MYB RPS6KA1 GOBP_REGULATION_OF_HEPATOCYTE_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_HEPATOCYTE_APOPTOTIC_PROCESS ADAR CFLAR H19 IGF1R MIR675 PPARA PRKAA1 PRKAA2 RB1 STK4 GOBP_REGULATION_OF_HEPATOCYTE_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_HEPATOCYTE_PROLIFERATION CEACAM1 CFLAR CPB2 FBXW7 FGF1 GLI1 HPN LIMS2 MDK MED1 PTN SULF2 TNF TNFAIP3 WNT3A XBP1 GOBP_REGULATION_OF_HETEROCHROMATIN_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_HETEROCHROMATIN_ORGANIZATION AICDA APOBEC1 ATF7IP ATF7IP2 BAZ1A CDK2 DYRK1A KDM1A L3MBTL3 MACROH2A1 MORC2 MPHOSPH8 PHF2 PHF8 PPHLN1 RESF1 SAMD1 SETDB1 SETDB2 TASOR TET1 TPR TRIM28 ZNF304 GOBP_REGULATION_OF_HETEROTYPIC_CELL_CELL_ADHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_HETEROTYPIC_CELL_CELL_ADHESION ADIPOQ AGER APOA1 BMP7 CD44 CEACAM6 FGA FGB FGG FLOT1 FLOT2 GCNT2 IL10 IL1B IL1RN KLF4 LCK MAP2K5 MAPK7 MBP MIR221 MYADM SKAP1 TNF WNK1 GOBP_REGULATION_OF_HEXOKINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_HEXOKINASE_ACTIVITY BAD DUSP12 FOXA2 GCKR MIDN PRKN TIGAR GOBP_REGULATION_OF_HIGH_DENSITY_LIPOPROTEIN_PARTICLE_CLEARANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_HIGH_DENSITY_LIPOPROTEIN_PARTICLE_CLEARANCE APOC3 GPLD1 LIPG MIR144 MIR185 MIR223 MIR302A MIR33A MIR33B MIR96 TREM2 GOBP_REGULATION_OF_HIGH_VOLTAGE_GATED_CALCIUM_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_HIGH_VOLTAGE_GATED_CALCIUM_CHANNEL_ACTIVITY CACNA2D1 CACNB2 CACNB3 CALM1 CALM3 MIR499A NIPSNAP2 NOS1AP NPPA PDE4B SRI GOBP_REGULATION_OF_HIPPOCAMPAL_NEURON_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_HIPPOCAMPAL_NEURON_APOPTOTIC_PROCESS CX3CL1 CX3CR1 DRAXIN STAMBP TREM2 GOBP_REGULATION_OF_HIPPO_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_HIPPO_SIGNALING AJUBA ARRDC3 CIT CORO7 DLG5 FRMD1 FRMD6 IQCJ-SCHIP1 LIMD1 MAP2K3 MAPK14 MARK3 MOB3B NEK8 NF2 NUAK2 SCHIP1 SHANK2 SOX11 SRC TIAL1 VGLL4 WTIP WWC1 WWC2 WWC3 GOBP_REGULATION_OF_HISTAMINE_SECRETION_BY_MAST_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_HISTAMINE_SECRETION_BY_MAST_CELL PLA2G3 SNX4 SNX6 VAMP2 VAMP3 VAMP7 VAMP8 GOBP_REGULATION_OF_HISTONE_ACETYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_HISTONE_ACETYLATION AUTS2 BAZ1B BRCA1 DDX21 DEK ERCC6 FLCN GATA2 MYBBP1A NFYA NFYB NFYC PPARGC1A SET SF3B1 SMARCA5 TADA2A TADA2B GOBP_REGULATION_OF_HISTONE_DEACETYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_HISTONE_DEACETYLATION BAZ2A MIR182 RRP8 SIRT1 SMARCA5 SUV39H1 GOBP_REGULATION_OF_HISTONE_H3_K4_METHYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_HISTONE_H3_K4_METHYLATION AUTS2 GCG HCFC1 KANSL1 KANSL2 KANSL3 KAT8 MCRS1 NELFA NELFE OGT PHF20 WDR5 GOBP_REGULATION_OF_HISTONE_METHYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_HISTONE_METHYLATION AUTS2 BAZ2A EHMT1 EHMT2 GCG HCFC1 KANSL1 KANSL2 KANSL3 KAT8 MCRS1 MECP2 NELFA NELFE OGT PHF20 PRDM12 SMARCA5 WDR5 GOBP_REGULATION_OF_HISTONE_MODIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_HISTONE_MODIFICATION AUTS2 BAZ1B BAZ2A BRCA1 DDX21 DEK EHMT1 EHMT2 ERCC6 FLCN GATA2 GCG HCFC1 KANSL1 KANSL2 KANSL3 KAT8 MCRS1 MECP2 MIR182 MYBBP1A NELFA NELFE NFYA NFYB NFYC OGT PHF20 PPARGC1A PRDM12 RRP8 SET SF3B1 SIRT1 SMARCA5 SUV39H1 TADA2A TADA2B UBE2N WDR5 GOBP_REGULATION_OF_HOMOPHILIC_CELL_ADHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_HOMOPHILIC_CELL_ADHESION CEACAM1 PTPN23 PTPRG PTPRR TENM3 GOBP_REGULATION_OF_HOMOTYPIC_CELL_CELL_ADHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_HOMOTYPIC_CELL_CELL_ADHESION ADAMTS18 ALOX12 ANK3 C1QTNF1 CCL5 CD9 CEACAM1 CELA2A CTSG EMILIN1 EMILIN2 F11R GP6 IL6 IL6ST JAK1 JAK2 LYN MFSD2B MMRN1 PDPN PLAUR PRKCA PRKCD PRKCQ PRKG1 RDX SERPINE2 SH2B3 SYK TNFSF11 UBASH3B VPS33B ZNF703 GOBP_REGULATION_OF_HORMONE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_HORMONE_BIOSYNTHETIC_PROCESS ADM ARNT ATP1A1 BMP2 BMP5 BMP6 CLCN2 CYP27B1 DAB2 DGKQ DKK3 EGR1 FFAR3 GFI1 H6PD HIF1A IGF1R LHCGR NFKB1 NR3C1 PDE8B REST STC2 WNT4 GOBP_REGULATION_OF_HORMONE_LEVELS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_HORMONE_LEVELS AACS AANAT ABAT ABCA12 ABCC8 ACE ACE2 ACSL4 ACVR1C ACVR2B ADAM10 ADCY5 ADCY8 ADCYAP1 ADH1A ADH1B ADH1C ADH4 ADH6 ADH7 ADIPOQ ADM ADORA1 ADRA2A AFP AGT AGTR1 AIMP1 AKR1B1 AKR1B10 AKR1B15 AKR1C1 AKR1C2 AKR1C3 AKR1C4 AKR1D1 ALDH1A1 ALDH1A2 ALDH1A3 ALDH8A1 ALDH9A1 ALOX5 ANO1 ANXA1 AQP1 ARNT ASMT ATP1A1 ATP6AP2 AWAT2 BACE2 BAD BAIAP3 BBS1 BCAT2 BCHE BCO1 BCO2 BLK BMAL1 BMP2 BMP5 BMP6 BMP8A BRSK2 BTK C1QTNF1 C1QTNF12 C1QTNF3 C2CD2L CACNA1H CAMK2G CAPN10 CARTPT CASR CCDC186 CCKAR CCL5 CCN3 CD38 CDK16 CEL CELA2A CFTR CGA CHD7 CHGA CHRM3 CHST10 CHST8 CHST9 CLCN2 CLOCK CLTRN CMA1 CNR1 CORIN CPA3 CPE CPLX1 CPLX3 CPQ CPT1A CRABP2 CREB1 CRH CRHBP CRHR1 CRY1 CRY2 CRYM CTNS CTSB CTSG CTSK CTSL CTSZ CYB5R4 CYP11A1 CYP11B1 CYP11B2 CYP17A1 CYP19A1 CYP1A1 CYP1A2 CYP1B1 CYP21A2 CYP26A1 CYP26B1 CYP26C1 CYP27B1 CYP27C1 CYP2C18 CYP2C8 CYP2C9 CYP2D6 CYP2S1 CYP2W1 CYP3A4 CYP3A5 CYP3A7 CYP46A1 DAB2 DDO DGAT1 DGAT2 DGKQ DHCR7 DHRS11 DHRS2 DHRS3 DHRS4 DHRS7 DHRS9 DIO1 DIO2 DIO3 DISP1 DKK3 DOC2B DPP4 DRD2 DUOX1 DUOX2 DUOXA1 DUOXA2 ECE1 ECE2 EDN1 EDN3 EDNRB EFNA5 EGR1 EIPR1 ENPEP ENSA ENY2 EPHA5 ERO1B ESR1 EXOC3L1 F2 F2RL1 F2RL2 FAM3B FAM3D FDX1 FFAR1 FFAR2 FFAR3 FFAR4 FGA FGB FGF23 FGG FKBP1B FOXA1 FOXA2 FOXD1 FOXE1 FOXL2 FOXO1 FSHB FURIN FZD4 G6PC2 GABBR1 GAL GALR1 GATA3 GCG GCK GCNT4 GDF9 GFI1 GHR GHRH GHRHR GHRL GHSR GIP GIPR GJA1 GLP1R GLUD1 GNA11 GNAZ GNB3 GNRHR GPER1 GPLD1 GPR119 GPR27 GPR68 GRP H6PD HADH HCAR2 HFE HIF1A HLA-DRB1 HNF1A HNF1B HNF4A HPN HSD17B1 HSD17B10 HSD17B11 HSD17B12 HSD17B2 HSD17B3 HSD17B4 HSD17B6 HSD17B7 HSD17B8 HSD3B1 HSD3B2 HTR1A HTR2C IDE IFNG IGF1R IL11 IL1B IL1RN IL4I1 IL6 ILDR1 ILDR2 INHA INHBA INHBB INS IRS1 IRS2 ISL1 ITPR1 IYD JAGN1 JAK2 KCNA5 KCNB1 KCNJ11 KCNQ1 KDM5B KISS1 KLF7 KLK6 LEP LHB LHCGR LIF LIPE LRAT LRP5 LRRC8A LTBP4 LYN MAFA MBOAT4 MC4R MCU MED1 MEP1A MIDN MME MPC2 MTNR1B MYB MYRIP NADK NAGLU NDST2 NDUFAF2 NEUROD1 NFKB1 NIBAN2 NKX3-1 NKX6-1 NLGN2 NMB NNAT NOS2 NPVF NR0B2 NR1D1 NR1H4 NR3C1 NR5A1 OPRK1 ORAI1 OSBP OSM P2RY1 P4HB PAPSS2 PARK7 PASK PAX8 PCK2 PCLO PCSK1 PCSK1N PCSK2 PCSK4 PCSK5 PCSK6 PCSK7 PDE8B PDGFRA PDX1 PER2 PFKFB2 PFKL PFKM PICK1 PIM3 PLA2G3 PLA2G6 PLA2G7 PLB1 PLCB1 PLEKHA1 PNLIP PNPLA2 PNPLA4 POMC PPARG PPP3CA PPP3CB PRKACA PRKAR1A PRKCB PRKCE PRKD1 PRKN PRLHR PRMT3 PSMD9 PTPN11 PTPRN PTPRN2 RAB11B RAB11FIP1 RAB11FIP2 RAB11FIP3 RAB11FIP5 RAB1A RAB3A RAB44 RAB8B RAF1 RAPGEF4 RASL10B RBM4 RBP1 RBP4 RDH10 RDH11 RDH12 RDH13 RDH14 RDH16 RDH5 RDH8 REN REST RETN RETSAT RFX3 RFX6 RIMS2 RPE65 RPH3AL SCG5 SCNN1B SCPEP1 SCT SDR16C5 SDR9C7 SELENOM SELENOT SERP1 SERPINA7 SFRP1 SGPL1 SHH SIDT2 SIN3A SIRT3 SIRT4 SIRT6 SLC16A1 SLC16A10 SLC16A2 SLC17A4 SLC18A2 SLC22A9 SLC25A22 SLC26A7 SLC2A2 SLC30A5 SLC30A8 SLC39A14 SLC3A2 SLC5A5 SLC7A5 SLC7A8 SLC8B1 SLC9B2 SLCO1B1 SLCO1C1 SLCO4A1 SMAD2 SMAD4 SMPD3 SNAP23 SNAP25 SNX19 SNX4 SNX6 SOX11 SOX4 SOX8 SPINK1 SPP1 SRD5A1 SRD5A2 SRD5A3 SREBF1 SRI SSTR5 STARD3 STAT5B STC2 STUB1 STX1A STX4 STXBP3 STXBP4 SULT1A1 SULT1B1 SULT1E1 SULT2A1 SYBU SYT7 SYTL4 TACR1 TACR2 TARDBP TBX3 TCF7L2 TCIRG1 TFAP2B TFR2 TG TIAM1 TIPARP TM7SF3 TMF1 TNF TNFSF11 TPO TRH TRPM4 TRPV4 TRPV6 TSPO TUBB1 TUNAR UBE2Q1 UCN UCN3 UCP2 UGT1A1 UGT1A3 UGT1A7 UGT1A8 UGT1A9 UGT2A3 UGT2B10 UGT2B11 UGT2B15 UGT2B17 UGT2B28 UGT2B4 UGT2B7 UQCC2 VAMP2 VAMP3 VAMP7 VAMP8 VGF VIP VSNL1 WNK4 WNT4 YIPF5 ZBED6 ZMPSTE24 GOBP_REGULATION_OF_HORMONE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_HORMONE_METABOLIC_PROCESS ADM AKR1C3 ARNT ATP1A1 BMP2 BMP5 BMP6 CLCN2 CTNS CYP27B1 DAB2 DGKQ DKK3 DUOXA1 DUOXA2 EGR1 FFAR3 GAL GATA3 GFI1 GNB3 H6PD HIF1A HPN IGF1R LHCGR NFKB1 NR3C1 PAX8 PDE8B PRMT3 RDH10 REST SLCO1C1 STC2 STUB1 TCF7L2 WNT4 ZMPSTE24 GOBP_REGULATION_OF_HORMONE_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_HORMONE_SECRETION AACS ABAT ABCA12 ABCC8 ACSL4 ACVR1C ADCY5 ADCY8 ADCYAP1 ADIPOQ ADORA1 ADRA2A AGT AGTR1 AIMP1 ALOX5 ANO1 ANXA1 BAD BAIAP3 BLK BMAL1 BMP6 BMP8A BRSK2 C1QTNF1 C1QTNF12 C1QTNF3 C2CD2L CAPN10 CARTPT CASR CCKAR CCL5 CCN3 CD38 CDK16 CELA2A CFTR CHD7 CHGA CHRM3 CLOCK CNR1 CPT1A CREB1 CRH CRHBP CRHR1 CRY1 CRY2 CYP19A1 DAB2 DOC2B DRD2 EDN1 EDN3 EFNA5 EIPR1 ENSA ENY2 EPHA5 F2 F2RL1 F2RL2 FAM3D FFAR1 FFAR2 FFAR3 FFAR4 FGA FGB FGF23 FGG FKBP1B FOXA2 FOXL2 FOXO1 G6PC2 GABBR1 GAL GALR1 GCG GCK GDF9 GHRH GHRHR GHRL GHSR GIP GIPR GJA1 GLUD1 GNA11 GNAZ GPER1 GPLD1 GPR27 GPR68 GRP HADH HCAR2 HFE HIF1A HLA-DRB1 HNF4A HTR1A HTR2C IFNG IL11 IL1B IL6 ILDR1 INHA INHBA INHBB INS IRS1 IRS2 ISL1 ITPR1 JAGN1 JAK2 KCNA5 KCNB1 KCNJ11 KDM5B KISS1 KLF7 LEP LIF LRP5 LRRC8A MCU MIDN MPC2 MTNR1B MYB MYRIP NADK NDUFAF2 NEUROD1 NKX3-1 NKX6-1 NLGN2 NMB NNAT NOS2 NPVF NR0B2 NR1D1 NR1H4 OPRK1 ORAI1 OSBP OSM P2RY1 PASK PAX8 PCK2 PDE8B PDX1 PER2 PFKFB2 PFKL PFKM PICK1 PIM3 PLA2G3 PLA2G6 PLCB1 POMC PPARG PPP3CA PPP3CB PRKACA PRKAR1A PRKCB PRKCE PRKD1 PRKN PSMD9 PTPN11 RAB11FIP1 RAB11FIP3 RAB11FIP5 RAB8B RAPGEF4 RASL10B RBP4 REN REST RETN RFX3 RFX6 RPH3AL SCG5 SCT SELENOT SERP1 SFRP1 SIDT2 SIRT3 SIRT4 SIRT6 SLC16A1 SLC25A22 SLC2A2 SLC30A8 SLC8B1 SLC9B2 SMAD4 SNAP25 SNX4 SNX6 SOX11 SOX4 SPINK1 SPP1 SREBF1 SRI SSTR5 STX1A STX4 STXBP4 SYBU SYT7 SYTL4 TACR1 TACR2 TARDBP TCF7L2 TCIRG1 TFAP2B TFR2 TIAM1 TM7SF3 TMF1 TNF TNFSF11 TRH TRPM4 TSPO TUNAR UCN UCN3 UCP2 UQCC2 VAMP2 VAMP3 VAMP7 VAMP8 VSNL1 ZBED6 GOBP_REGULATION_OF_HUMORAL_IMMUNE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_HUMORAL_IMMUNE_RESPONSE A2M ACOD1 C1QBP C3 C4BPA C4BPB CCR7 CD46 CD55 CD59 CD5L CFH CR1 CR1L CR2 CXCL13 EVPL FCER2 FCGR2B FOXJ1 GATA6 HPX IL17A IL17F IL1B KLK3 KLK5 KLK7 LTA MIR520B MIR520E NOD2 PGC PHB1 PHB2 PPP2R3C PTPN6 PTPRC SERPING1 SPINK5 SPNS2 SUSD4 SVEP1 TNF TREM2 VSIG4 ZP3 ZP4 GOBP_REGULATION_OF_HUMORAL_IMMUNE_RESPONSE_MEDIATED_BY_CIRCULATING_IMMUNOGLOBULIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_HUMORAL_IMMUNE_RESPONSE_MEDIATED_BY_CIRCULATING_IMMUNOGLOBULIN C4BPA C4BPB CD46 CR1 CR1L CR2 FCER2 FCGR2B FOXJ1 HPX LTA NOD2 PTPN6 PTPRC SUSD4 SVEP1 TNF TREM2 GOBP_REGULATION_OF_HYALURONAN_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_HYALURONAN_BIOSYNTHETIC_PROCESS AP2A1 CLTC EGF HAS2 NFKB1 PDGFB SMPD3 TGFB1 GOBP_REGULATION_OF_HYDROGEN_PEROXIDE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_HYDROGEN_PEROXIDE_BIOSYNTHETIC_PROCESS CTNS DUOXA1 DUOXA2 FYN MPV17L SOD2 ZNF205 GOBP_REGULATION_OF_HYDROGEN_PEROXIDE_MEDIATED_PROGRAMMED_CELL_DEATH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_HYDROGEN_PEROXIDE_MEDIATED_PROGRAMMED_CELL_DEATH DDR2 FOXP1 HGF MET MIR133A1 MIR17 MIR21 MIR92A1 MIRLET7B PARK7 PAWR PINK1 RACK1 TRAP1 GOBP_REGULATION_OF_HYDROGEN_PEROXIDE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_HYDROGEN_PEROXIDE_METABOLIC_PROCESS CTNS DUOXA1 DUOXA2 FYN HDAC6 HP MPV17L MT3 NNT NOXA1 NOXO1 PINK1 PRDX2 RAC1 RAC2 SNCA SOD2 ZNF205 GOBP_REGULATION_OF_HYDROLASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_HYDROLASE_ACTIVITY A2ML1 ABCE1 ABL1 ABL2 ABR ACER2 ACVR1C ADAP1 ADAP2 ADCYAP1 ADRA1A ADRB1 AGAP1 AGAP11 AGAP2 AGAP3 AGAP4 AGAP5 AGAP6 AGAP7P AGAP9 AGER AGRN AGTR1 AGTR2 AHSG AIFM1 AIM2 AKT1 ALS2 ALS2CL ANG ANGPTL3 ANGPTL4 ANP32B ANXA1 ANXA8 ANXA8L1 APAF1 APC2 APCS APH1A APH1B APOA1 APOA2 APOA4 APOA5 APOC1 APOC2 APOC3 APOH AQP1 ARAP1 ARF4 ARFGEF1 ARHGAP11A ARHGAP11B ARHGAP12 ARHGAP15 ARHGAP22 ARHGAP24 ARHGAP25 ARHGAP27 ARHGAP29 ARHGAP42 ARHGAP44 ARHGAP45 ARHGAP6 ARHGAP9 ARHGEF10 ARHGEF15 ARHGEF16 ARHGEF19 ARHGEF26 ARHGEF5 ARHGEF7 ARL1 ARL2 ARL6IP1 ARL6IP5 ASAP3 ASPH ATP13A2 ATP2A3 ATP5IF1 AVP AVPR1A AVPR1B BAD BAK1 BAX BBC3 BCAP31 BCAR3 BCL10 BCL2L10 BCL2L12 BCL2L13 BCR BICD1 BID BIN1 BIRC2 BIRC3 BLID BMP2 BOD1 BOK BVES C5AR1 C9orf72 CAAP1 CALM1 CALM2 CALM3 CAMK2A CARD16 CARD18 CARD8 CARD9 CASC2 CASP1 CASP10 CASP2 CASP8 CASP8AP2 CASP9 CAST CAV1 CAV2 CCDC125 CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL3 CCL3L1 CCL3L3 CCL4 CCL5 CCL7 CCL8 CCPG1 CCR7 CD200 CD300A CD33 CD40 CD44 CD86 CDK5RAP3 CDKL5 CDKN2D CHN1 CHN2 CHP1 CHP2 CIDEB CLDN3 CLDN4 CLEC7A COL4A3 CORO1C CPEB2 CR1 CRADD CRB2 CRK CRY2 CSN2 CSNK2A1 CST1 CST2 CST3 CST4 CST5 CST7 CSTA CSTB CTSD CTSH CTSK CTSL CTSS CTSV CX3CL1 CXCL13 CYCS CYFIP2 DAB2IP DAP DAPK1 DDRGK1 DDX11 DDX3X DELE1 DFFA DHCR24 DIABLO DLC1 DNAJB6 DOCK10 DOCK11 DOCK6 DOCK7 DOCK8 DOCK9 DPEP1 DVL3 ECM1 ECT2 EDNRA EFNA1 EFNA3 EFNA5 EGFR EGLN1 EGLN3 EIF2AK3 EPHA1 EPHA2 EPHA3 EPHA4 EPHA5 EPHA7 EPHB3 EPPIN ERBB2 ESR1 EVI5 EVI5L EZH2 F2R F2RL1 F3 FABP1 FADD FAM162A FAS FASLG FCRL3 FERMT2 FETUB FGD1 FGD2 FGD3 FGD4 FGD5 FGD6 FGF2 FGFR1 FGFR2 FGFR3 FICD FIS1 FKBP1A FKBP1B FLT1 FNIP1 FNTA FOXJ1 FOXL2 FURIN FYN FZD10 GAPDH GARNL3 GAS6 GBA3 GCHFR GMIP GNA12 GNA13 GNA15 GNAQ GNAT1 GNB5 GPER1 GPIHBP1 GPLD1 GPR137B GPR55 GPR65 GPSM1 GPX1 GRAMD4 GRIN1 GRIN2A GRIN2B GRN GRTP1 GSK3B GSN GZMA HDAC1 HDAC9 HGF HIP1 HIP1R HMGB1 HMGB2 HRAS HRG HSP90AB1 HSP90B1 HSPA1A HSPD1 HSPE1 HTR2A HTR2B HTRA2 HTT IFI16 IFI6 IFNG IFT57 IGBP1 IKBKB ITGA1 ITGA6 ITGB1 ITGB1BP1 ITK JAK2 KHDC1 KHDC1L KIT KLF4 KLRC4-KLRK1 KLRK1 KNG1 LAMP3 LAMTOR5 LAPTM5 LARS1 LCK LGALS3 LGALS9 LGMN LIMS1 LPAR1 LPAR2 LRCH1 LRP1 LRRK2 LTF LYN MAGEA3 MAGI2 MALT1 MAP2K5 MAP3K5 MAP4K4 MAPK12 MAPK7 MAPRE2 MAPT MASTL MBP MEF2C MEFV MET MGAT5 MIR127 MIR138-1 MIR152 MIR15A MIR16-1 MIR17 MIR182 MIR195 MIR199A1 MIR19B1 MIR205 MIR21 MIR223 MIR24-1 MIR27B MIR29B1 MIR29C MIR339 MIR590 MIR892B MIR92A1 MIRLET7B MMP9 MMUT MTCH1 MTMR9 MTOR MTSS2 MUL1 MYC NAIP NCKAP1L NCSTN NDEL1 NDUFA13 NEIL1 NET1 NF1 NGEF NGFR NKX3-1 NLRC4 NLRP1 NLRP12 NLRP2 NLRP3 NMUR1 NOD1 NODAL NOL3 NOS1 NPM1 NR1H2 NR1H3 NRDC NTF3 NTRK1 NTRK2 NTRK3 NUAK1 OAS1 OAS2 OAS3 OASL ODAM P2RY12 P2RY6 PAK2 PARK7 PAX2 PBXIP1 PCID2 PCNA PDCD2 PDCD5 PDCD6 PDE3A PDGFRA PDGFRB PDPK1 PERP PHB1 PHB2 PICALM PIDD1 PIH1D1 PIN1 PINK1 PIP5K1A PKP4 PLA2G1B PLA2G5 PLA2R1 PLAA PLAUR PLCB2 PLEK PLIN5 PLXNA1 PLXNA2 PLXNA3 PLXNA4 PLXNB1 PLXNB2 PLXNB3 PLXNC1 PLXND1 PMAIP1 PNLIP PPARG PPM1F PPP1R12A PPP1R14D PPP1R15A PPP1R15B PPP1R17 PPP1R1B PPP1R2 PPP1R2B PPP1R2C PPP1R2P1 PPP4R4 PPP6R1 PPP6R2 PPP6R3 PRELID1 PREX1 PREX2 PRKCD PRKG1 PROM2 PRR7 PRSS22 PRTN3 PSAP PSENEN PSMA3 PSMB8 PSMB9 PSME1 PSME2 PSME3 PTH PTK2 PTPA PTPRC PTX3 PYCARD RAB11FIP2 RAB3GAP1 RAB3GAP2 RABGAP1 RACK1 RAF1 RALBP1 RALGAPA1 RALGAPA2 RALGAPB RALGDS RALGPS1 RALGPS2 RANGAP1 RAP1A RAP1GAP RAP1GAP2 RAP1GDS1 RAPGEF1 RAPGEF2 RAPGEF3 RAPGEF4 RAPGEF5 RAPGEF6 RAPGEFL1 RASA4 RASGEF1A RASGEF1B RASGEF1C RASGRF1 RASGRF2 RASGRP1 RASGRP2 RASGRP3 RASGRP4 RASIP1 RCC2 RCN3 RDX RECK REST RFFL RFPL1 RGL1 RGL3 RGL4 RGP1 RGS1 RGS10 RGS11 RGS16 RGS2 RGS6 RGS7 RGS8 RGS9 RHOA RHOC RHOG RIC1 RIPK2 RIPK3 RIPOR2 RNF34 ROBO1 ROCK1 ROCK2 RPS27L RPS3 RPS6KA1 RPS6KA3 RRP1B RSU1 RTN4R S100A10 S100A8 S100A9 S1PR4 SCARB2 SCRIB SELE SEMA4D SEMG1 SEMG2 SENP1 SERPINA1 SERPINA10 SERPINA11 SERPINA12 SERPINA2 SERPINA3 SERPINA4 SERPINA5 SERPINA6 SERPINA7 SERPINA9 SERPINB1 SERPINB10 SERPINB11 SERPINB12 SERPINB13 SERPINB2 SERPINB3 SERPINB4 SERPINB5 SERPINB6 SERPINB7 SERPINB8 SERPINB9 SERPIND1 SERPINE1 SERPINE2 SERPINE3 SERPINF1 SERPINF2 SERPING1 SERPINH1 SERPINI1 SERPINI2 SFN SFRP1 SGSM1 SGSM2 SGSM3 SH3BP1 SH3BP4 SH3RF1 SIAH2 SIPA1 SIPA1L1 SIPA1L2 SIPA1L3 SIRT1 SLC22A2 SLC27A4 SLC39A14 SMAD3 SMCR8 SNCA SNX13 SNX18 SNX9 SOD1 SORL1 SORT1 SOS1 SOS2 SOX2 SOX7 SPINK2 SPINK5 SPOCK1 SPOCK2 SPOCK3 SRC SRGAP2 ST18 ST20 STAT3 STMN1 STMN3 STYXL1 SVBP SYDE1 SYDE2 SYK TANK TAX1BP3 TBC1D1 TBC1D10A TBC1D10B TBC1D10C TBC1D12 TBC1D13 TBC1D14 TBC1D15 TBC1D16 TBC1D17 TBC1D2 TBC1D20 TBC1D21 TBC1D22A TBC1D22B TBC1D25 TBC1D26 TBC1D2B TBC1D3 TBC1D30 TBC1D3B TBC1D3C TBC1D3D TBC1D3E TBC1D3F TBC1D3G TBC1D3H TBC1D3I TBC1D3K TBC1D3L TBC1D4 TBC1D5 TBC1D7 TBC1D8 TBC1D8B TBC1D9 TBC1D9B TBCK TERF1 TERF2 TGFB2 TGM2 THBS1 THY1 TIAM1 TIAM2 TIMP1 TIMP2 TIMP3 TIMP4 TIPRL TMBIM6 TMED2 TNF TNFSF10 TNFSF15 TRIAP1 TSC1 TTBK1 TXK UACA UBXN1 URI1 USP17L2 USP47 USP50 USP6NL VAV1 VAV2 VAV3 VCP VEGFA VSIR VTN WDR41 WNK1 WNT11 WRN XCL1 XCL2 XDH XIAP ZC3H15 GOBP_REGULATION_OF_HYPERSENSITIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_HYPERSENSITIVITY BTK C3 CCR7 FCGR1A FCGR2B FUT7 HLA-E IL20RB SPN ZP3 GOBP_REGULATION_OF_ICOSANOID_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ICOSANOID_SECRETION AVPR1B CYP4A11 CYP4F2 EDN1 IL1A IL1B MAP2K6 MIF NTSR1 P2RX4 P2RX7 PLA2G10 PLA2G3 PLA2G4A PLA2R1 PTGES SSTR4 SYK TNFRSF11A TNFSF11 GOBP_REGULATION_OF_IMMUNE_EFFECTOR_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_IMMUNE_EFFECTOR_PROCESS A2M ACP5 ADGRE2 ADORA2B AGER AHR ANGPT1 ANKRD17 ANXA1 AP1G1 APLF APOA1 APOA2 APPL1 APPL2 ARG1 ARID5A ARRB2 ASCL2 ATAD5 ATG5 AXL B2M BATF BCL10 BCL6 BCR BST2 BTK C12orf4 C17orf99 C1QBP C3 C4BPA C4BPB CADM1 CAMK4 CARD9 CCL19 CCR2 CD160 CD177 CD1A CD1B CD1C CD1D CD1E CD22 CD226 CD244 CD28 CD300A CD36 CD40 CD40LG CD46 CD47 CD55 CD59 CD5L CD74 CD80 CD81 CD84 CD86 CD96 CEACAM1 CFH CFP CGAS CLC CLCF1 CLEC12B CLEC4G CLEC7A CLNK COLEC10 COLEC11 CR1 CR1L CR2 CRK CRTAM CUEDC2 CX3CR1 CXCL6 CYRIB DDX1 DDX21 DDX60 DENND1B DHX36 DHX58 DNAJB9 DNASE1 DNASE1L3 DUSP10 DUSP22 ENPP3 EPHB2 EPX EVPL EXOSC3 EXOSC6 F2RL1 FADD FBXO38 FCER2 FCGR1A FCGR2B FCN1 FCN2 FCN3 FCRL3 FER FES FFAR2 FFAR3 FGL2 FGR FOXF1 FOXJ1 FOXP3 FUT7 FZD5 GAB2 GATA1 GATA2 GATA3 GFER GPI GPRC5B GRN HAVCR2 HFE HK1 HLA-A HLA-B HLA-C HLA-DMB HLA-DRA HLA-DRB1 HLA-DRB3 HLA-E HLA-F HLA-G HLA-H HLX HMCES HMGB1 HPX HSPD1 ICAM1 IFNA2 IFNB1 IFNG IFNL1 IL10 IL12A IL12B IL12RB1 IL13 IL13RA2 IL17A IL17F IL18 IL18R1 IL18RAP IL1B IL1R1 IL2 IL20RB IL21 IL23A IL23R IL27 IL27RA IL33 IL4 IL4I1 IL4R IL5 IL6 IL7R INAVA INS IRAK3 IRF4 IRF5 ITGAM ITGB2 JAK3 JUNB KIR2DL4 KIT KLK3 KLK5 KLK7 KLRB1 KLRC1 KLRC2 KLRC3 KLRC4 KLRC4-KLRK1 KLRD1 KLRK1 KMT5B KMT5C LACC1 LAG3 LAMP1 LAPTM5 LBP LEP LGALS3 LGALS9 LILRB1 LILRB4 LITAF LOXL3 LTA LYN MAD2L2 MALT1 MAP3K7 MAPKAPK2 MAVS MBL2 MICA MICB MIF MIR21 MIR302A MIR520B MIR520E MLH1 MR1 MSH2 MYD88 MYO18A MZB1 NCF1 NCKAP1L NCR1 NCR3 NDFIP1 NECTIN2 NFKBID NFKBIZ NLRP3 NLRX1 NOD1 NOD2 NOS2 NR4A3 NSD2 P2RX7 PANX1 PARP3 PAXIP1 PCK1 PDPK1 PGC PGLYRP1 PGLYRP2 PGLYRP3 PHB1 PHB2 PIK3R6 PKN1 PLA2G3 PLA2G5 PLCG2 PMS2 PPP3CB PRAM1 PRG2 PRKCZ PTAFR PTPN22 PTPN6 PTPRC PTPRJ PVR PYCARD RABGEF1 RAC2 RAET1E RAET1G RAET1L RARA RASGRP1 RBP4 RC3H1 RC3H2 RIF1 RIGI RIPK2 RIPK3 RPS19 RSAD2 SASH3 SCIMP SEMA7A SERPINB4 SERPINB9 SERPING1 SH2D1A SH2D1B SHB SHLD1 SHLD2 SHLD3 SIRT1 SLAMF1 SLAMF6 SLAMF8 SLC15A4 SLC22A13 SLC7A5 SMAD7 SNX4 SOCS5 SPHK2 SPI1 SPINK5 SPN SPON2 STAP1 STAT5B STAT6 STX4 STX7 STXBP1 STXBP2 SUPT6H SUSD4 SVEP1 SYK TAP2 TBX21 TFRC TGFB1 TGFB2 TGFB3 THOC1 TICAM1 TICAM2 TLR3 TLR4 TLR7 TLR9 TMBIM6 TNF TNFRSF14 TNFRSF1B TNFRSF4 TNFSF13 TNFSF18 TNFSF4 TP53BP1 TRAF2 TRAF6 TREM2 TREX1 TRIL TRIM6 TRPM4 TWIST1 TYROBP UBE2J1 ULBP1 ULBP2 ULBP3 UNC13D USP17L2 VAMP3 VAMP7 VAMP8 VAV1 VSIG4 WAS WNT5A XBP1 XCL1 ZBTB1 ZBTB7B ZC3H12A ZNF683 ZP3 ZPBP2 GOBP_REGULATION_OF_IMMUNE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_IMMUNE_RESPONSE A2M ABL1 ACOD1 ADA ADAM8 ADAR ADCY7 ADGRE2 ADORA2B AGER AHR AIM2 AKIRIN2 AKT1 ALOX15 ALPK1 AMBP ANKRD17 ANXA1 AP1G1 AP3B1 APLF APOE APPL1 APPL2 ARG1 ARG2 ARID5A ARRB2 ASCL2 ATAD5 ATAT1 ATG12 ATG5 AURKB B2M BAG6 BANF1 BANK1 BATF BAX BCAR1 BCL10 BCL2 BCL6 BCR BIRC2 BIRC3 BLK BLNK BMX BPIFB1 BRAF BRCC3 BTK BTLA BTN1A1 BTN2A1 BTN2A2 BTN2A3P BTN3A1 BTN3A2 BTN3A3 BTNL10P BTNL2 BTNL3 BTNL8 BTNL9 C12orf4 C17orf99 C1QA C1QB C1QBP C1QC C1R C1RL C1S C2 C3 C3AR1 C4A C4B C4BPA C4BPB C5 C5AR1 C5AR2 C6 C7 C8A C8B C8G C9 CACNB3 CACNB4 CACTIN CADM1 CARD11 CARD8 CARD9 CASP1 CASP6 CASP8 CAV1 CBLB CCL19 CCL5 CCR2 CCR7 CD14 CD160 CD177 CD19 CD1A CD1B CD1C CD1D CD1E CD200 CD200R1 CD22 CD226 CD24 CD247 CD274 CD276 CD28 CD300A CD300LF CD33 CD36 CD38 CD3D CD3E CD3G CD4 CD40 CD46 CD47 CD55 CD59 CD5L CD74 CD79A CD79B CD80 CD81 CD84 CD86 CD8A CD8B CD8B2 CD96 CDC37 CEACAM1 CEP63 CFB CFD CFH CFHR1 CFHR2 CFHR3 CFHR4 CFHR5 CFI CFP CGAS CHUK CLC CLCF1 CLEC12B CLEC4D CLEC4E CLEC4G CLEC6A CLEC7A CLNK CLPB CLU CMKLR1 CMTM3 CNOT7 CNR1 COL3A1 COLEC10 COLEC11 COLEC12 CPTP CR1 CR1L CR2 CREBBP CRK CRKL CRTAM CSK CSNK1A1 CTLA4 CTSG CTSH CTSS CXCL13 CYBA CYLD CYRIB DAB2IP DCST1 DDX3X DDX60 DENND1B DGKZ DHX33 DHX58 DHX9 DNASE2 DRD2 DTX4 DUSP10 DUSP22 DUSP3 ECM1 ECSIT EIF2AK2 EIF2AK4 EIF2B1 EIF2B2 EIF2B3 EIF2B4 EIF2B5 EIF4E2 ELANE ELF1 ENPP3 ENTPD7 EP300 EPG5 EPHB2 ERAP1 ERBIN EREG ERMAP ESR1 EVPL EXOSC3 EXOSC6 EZR F2RL1 FADD FAM3A FBXL2 FBXO38 FCER1A FCER1G FCER2 FCGR1A FCGR1BP FCGR2A FCGR2B FCGR2C FCGR3A FCGR3B FCHO1 FCN1 FCN2 FCN3 FCRL3 FCRLB FER FES FFAR2 FGL1 FGL2 FGR FKBP1A FLOT1 FLOT2 FOSL1 FOSL2 FOXF1 FOXJ1 FOXP1 FOXP3 FPR1 FPR2 FPR3 FURIN FUT7 FYB1 FYB2 FYN FZD5 GAB2 GATA1 GATA2 GATA3 GATA6 GBP1 GBP2 GBP5 GCSAM GCSAML GFER GFI1 GIGYF2 GPATCH3 GPLD1 GPR108 GPR151 GPR17 GPR31 GPR32 GPR32P1 GPR33 GPS2 GPX1 GRAMD4 GRB2 GRN GSDME HAVCR2 HCK HCST HEXIM1 HFE HHLA2 HLA-A HLA-B HLA-C HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G HLA-H HLX HMCES HMGB1 HMGB2 HMSD HPX HRAS HRG HSP90AA1 HSPA1A HSPA1B HSPA8 HSPD1 ICOSLG IDO1 IFI16 IFI35 IFIH1 IFNA2 IFNB1 IFNG IFNK IFNL1 IFNL2 IFNL3 IFNL4 IGHA1 IGHA2 IGHD IGHE IGHG1 IGHG2 IGHG3 IGHG4 IGHM IGKC IGLC1 IGLC3 IGLC6 IGLC7 IKBKB IKBKE IKBKG IL10 IL12A IL12B IL12RB1 IL13 IL13RA2 IL15 IL17A IL17F IL18 IL18R1 IL18RAP IL1B IL1R1 IL1RL1 IL2 IL20RB IL21 IL23A IL23R IL27 IL27RA IL33 IL4 IL4I1 IL4R IL6 IL6ST IL7R INAVA INPP5D INPPL1 INS IPO5 IRAK1 IRAK2 IRAK3 IRAK4 IRF1 IRF3 IRF4 IRF7 IRGM ISG15 ITCH ITGAM ITGB2 ITK JAK2 JAK3 JUNB KARS1 KCNJ8 KCNN4 KHDRBS1 KIR2DL1 KIR2DL4 KIR2DS2 KIT KLHL6 KLK3 KLK5 KLK7 KLRB1 KLRC1 KLRC2 KLRC3 KLRC4 KLRC4-KLRK1 KLRD1 KLRK1 KMT5B KMT5C KRT1 LACC1 LAG3 LAMP1 LAPTM5 LAT LAT2 LAX1 LBP LCK LCP2 LEP LGALS3 LGALS9 LGR4 LILRA2 LILRA4 LILRB1 LILRB2 LILRB4 LIME1 LIMK1 LIPA LOXL3 LPXN LRCH4 LRP8 LRRC14 LRRC19 LSM14A LTA LTF LY96 LYAR LYN MAD2L2 MALT1 MAP2K4 MAP2K6 MAP2K7 MAP3K1 MAP3K7 MAPK1 MAPK10 MAPK14 MAPK8 MAPK9 MAPKAPK2 MAPKAPK3 MARK4 MASP1 MASP2 MATR3 MAVS MBL2 MED1 MEF2C MEFV METTL3 MFHAS1 MICA MICB MIR105-1 MIR136 MIR140 MIR146A MIR149 MIR17 MIR181B1 MIR18A MIR19A MIR19B1 MIR20A MIR21 MIR302E MIR34A MIR520B MIR520E MIR6869 MIR708 MKRN2 MLH1 MMP12 MNDA MOG MR1 MS4A1 MSH2 MUL1 MYD88 MYO1G N4BP1 NAGK NAGLU NAIP NCF1 NCKAP1L NCR1 NCR3 NCR3LG1 NDFIP1 NECTIN2 NEK7 NFAM1 NFATC2 NFE2L2 NFKB1 NFKBIA NFKBID NFKBIL1 NFKBIZ NINJ1 NLRC3 NLRC4 NLRC5 NLRP1 NLRP10 NLRP2B NLRP3 NLRP4 NLRP6 NLRX1 NMI NOD1 NOD2 NONO NOP53 NPLOC4 NPY5R NR1D1 NR1H2 NR1H3 NR1H4 NR4A3 NSD2 OAS1 OAS3 OASL OTOP1 OTUD4 OTULIN P2RX7 PAK1 PAK2 PAK3 PARK7 PARP1 PARP14 PARP3 PARP9 PAWR PAXIP1 PCBP2 PCK1 PDCD1 PDE4B PDE4D PDPK1 PELI1 PGC PGLYRP1 PGLYRP2 PGLYRP3 PHB1 PHB2 PHPT1 PIANP PIGR PIK3AP1 PIK3CA PIK3CD PIK3R1 PIK3R6 PJA2 PKN1 PLA2G1B PLA2G2D PLA2G3 PLA2G4A PLA2G5 PLA2G6 PLCG1 PLCG2 PLCL2 PLD2 PLEKHA1 PLK2 PLPP4 PLSCR1 PMS2 POLR3B POLR3C POLR3D POLR3F POLR3G PPARG PPP2CA PPP2R3C PPP3CB PPP6C PQBP1 PRAM1 PRKCB PRKCD PRKCE PRKCH PRKCQ PRKCZ PRKD1 PRKD2 PRKDC PRNP PSEN1 PSG9 PSMA1 PSMB4 PSPC1 PTAFR PTK2 PTPN1 PTPN11 PTPN2 PTPN22 PTPN6 PTPRC PTPRD PTPRJ PTPRS PUM1 PUM2 PVR PVRIG PYCARD PYDC1 PYDC2 PYDC5 PYHIN1 RAB11FIP2 RAB29 RAB7B RABGEF1 RAC2 RAET1E RAET1G RAET1L RARA RASGRP1 RBCK1 RBM14 RBM47 RC3H1 RC3H2 REG3G RELA RFTN1 RGCC RHBDF2 RIF1 RIGI RIOK3 RIPK2 RIPK3 RNF125 RNF135 RNF185 RNF31 RPS19 RPS3 RPS6KA3 RSAD2 RTN4 S100A14 SAMHD1 SAMSN1 SARM1 SASH3 SCARA3 SCIMP SEC14L1 SELENOS SERPINB4 SERPINB9 SERPING1 SFPQ SH2B2 SH2D1A SH2D1B SHB SHLD1 SHLD2 SHLD3 SIN3A SIRT1 SIRT2 SKAP1 SLA2 SLAMF1 SLAMF6 SLAMF8 SLC11A1 SLC15A2 SLC15A3 SLC15A4 SLC22A13 SLC39A10 SLC39A6 SLC46A2 SMAD3 SMAD7 SMCR8 SMPDL3B SNX4 SOCS5 SOS1 SPG21 SPHK2 SPI1 SPINK5 SPN SPNS2 SPPL2A SPPL2B SPPL3 SRC STAP1 STAT2 STAT5B STAT6 STING1 STK11 STMP1 STOML2 STX4 STX7 STXBP1 STXBP2 SUPT6H SUSD4 SVEP1 SYK TAP2 TARBP2 TASL TBK1 TBX21 TEC TESPA1 TFRC TGFB1 TGFB2 THEMIS THEMIS2 THOC1 THY1 TICAM1 TICAM2 TIFA TIRAP TKFC TLR1 TLR10 TLR2 TLR3 TLR4 TLR5 TLR6 TLR7 TLR8 TLR9 TMEM126A TMIGD2 TNF TNFAIP3 TNFRSF14 TNFRSF1B TNFRSF21 TNFSF13 TNFSF13B TNFSF18 TNFSF4 TNIP1 TNIP2 TNIP3 TOMM70 TP53BP1 TRAC TRAF2 TRAF3 TRAF6 TRAFD1 TRAT1 TRBC1 TRBC2 TRDC TREM2 TREML4 TREX1 TRGC1 TRGC2 TRIL TRIM11 TRIM15 TRIM21 TRIM25 TRIM27 TRIM3 TRIM31 TRIM41 TRIM5 TRIM56 TRIM6 TRIM62 TRPM4 TSPAN6 TTLL12 TXK TYK2 TYRO3 TYROBP UBASH3A UBE2K UBE2N UBQLN1 UFD1 ULBP1 ULBP2 ULBP3 UNC13D UNC93B1 USP15 USP17L2 USP18 USP27X USP29 USP38 USP50 VAMP7 VAMP8 VAV1 VAV2 VAV3 VSIG4 VSIR VTCN1 WAS WDFY1 WDR41 WNK1 WNT5A XBP1 XCL1 XIAP XRCC5 XRCC6 YES1 YTHDF2 YTHDF3 YWHAZ ZAP70 ZBP1 ZBTB1 ZBTB7B ZC3H12A ZCCHC3 ZDHHC12 ZDHHC18 ZDHHC5 ZNFX1 ZNRF1 ZNRF4 ZP3 ZP4 GOBP_REGULATION_OF_IMMUNE_SYSTEM_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_IMMUNE_SYSTEM_PROCESS A2M ABCB10 ABL1 ABL2 ACIN1 ACOD1 ACP5 ACTB ACTL6A ACTL6B ACVR1B ACVR2A ADA ADAM10 ADAM17 ADAM8 ADAR ADCY7 ADGRE2 ADGRF5 ADIPOQ ADORA1 ADORA2A ADORA2B ADTRP AGER AHR AIF1 AIM2 AIRE AKIRIN1 AKIRIN2 AKT1 ALOX15 ALPK1 AMBP AMBRA1 ANGPT1 ANKRD17 ANKRD54 ANO6 ANXA1 AP1G1 AP3B1 AP3D1 APCS APLF APOA1 APOA2 APOD APOE APP APPL1 APPL2 AQP3 ARG1 ARG2 ARID1A ARID1B ARID2 ARID5A ARNT ARRB2 ASCL2 ATAD5 ATAT1 ATG12 ATG5 ATM AURKB AXL B2M BAD BAG6 BANF1 BANK1 BATF BAX BCAR1 BCL10 BCL2 BCL6 BCL6B BCR BDKRB1 BGLAP BID BIRC2 BIRC3 BLK BLNK BLOC1S3 BLOC1S6 BMI1 BMP4 BMP5 BMX BPI BPIFB1 BRAF BRCC3 BRD1 BRD7 BRPF1 BRPF3 BST1 BST2 BTK BTLA BTN1A1 BTN2A1 BTN2A2 BTN2A3P BTN3A1 BTN3A2 BTN3A3 BTNL10P BTNL2 BTNL3 BTNL8 BTNL9 C12orf4 C17orf99 C1QA C1QB C1QBP C1QC C1R C1RL C1S C2 C3 C3AR1 C4A C4B C4BPA C4BPB C5 C5AR1 C5AR2 C6 C7 C8A C8B C8G C9 CACNB3 CACNB4 CACTIN CADM1 CALR CAMK1D CAMK4 CARD11 CARD8 CARD9 CARTPT CASP1 CASP3 CASP6 CASP8 CAV1 CBFB CBLB CCDC88B CCL1 CCL19 CCL2 CCL20 CCL21 CCL24 CCL25 CCL28 CCL3 CCL4 CCL5 CCL7 CCN3 CCR1 CCR2 CCR6 CCR7 CD101 CD14 CD160 CD177 CD19 CD1A CD1B CD1C CD1D CD1E CD2 CD200 CD200R1 CD209 CD22 CD226 CD24 CD244 CD247 CD27 CD274 CD276 CD28 CD300A CD300LF CD320 CD33 CD36 CD38 CD3D CD3E CD3G CD4 CD40 CD40LG CD46 CD47 CD5 CD55 CD59 CD5L CD6 CD68 CD70 CD74 CD79A CD79B CD80 CD81 CD83 CD84 CD86 CD8A CD8B CD8B2 CD9 CD96 CD99 CD99L2 CDC37 CDC73 CDK6 CDKN1A CEACAM1 CEACAM20 CEACAM3 CEACAM4 CEACAM7 CEBPA CEBPB CEP63 CFB CFD CFH CFHR1 CFHR2 CFHR3 CFHR4 CFHR5 CFI CFP CGAS CHRNB2 CHST2 CHST4 CHUK CIB1 CLC CLCF1 CLDN18 CLEC12B CLEC4D CLEC4E CLEC4G CLEC6A CLEC7A CLECL1P CLNK CLPB CLPTM1 CLU CMKLR1 CMTM3 CNN2 CNOT4 CNOT7 CNR1 CNR2 COL3A1 COLEC10 COLEC11 COLEC12 CORO1A CPTP CR1 CR1L CR2 CREB1 CREB3 CREBBP CRK CRKL CRLF2 CRTAM CSF1 CSF1R CSF3 CSF3R CSK CSNK1A1 CST7 CTLA4 CTNNB1 CTNNBIP1 CTR9 CTSC CTSG CTSH CTSS CUEDC2 CUL4A CX3CL1 CX3CR1 CXCL10 CXCL12 CXCL13 CXCL17 CXCL6 CXCL8 CXCR2 CXCR3 CYBA CYLD CYP19A1 CYP26B1 CYRIB DAB2IP DAPK2 DAPL1 DCAF15 DCST1 DCSTAMP DDT DDX1 DDX21 DDX3X DDX60 DEFB124 DENND1B DGKZ DHPS DHX33 DHX36 DHX58 DHX9 DLG1 DLG5 DLL1 DNAJA3 DNAJB9 DNASE1 DNASE1L3 DNASE2 DNM1L DOCK8 DPP4 DRD2 DROSHA DTX1 DTX4 DUSP1 DUSP10 DUSP22 DUSP3 EBI3 ECM1 ECSIT EDN1 EDN2 EDN3 EFNB1 EFNB2 EFNB3 EGR3 EIF2AK2 EIF2AK4 EIF2B1 EIF2B2 EIF2B3 EIF2B4 EIF2B5 EIF4E2 EIF6 ELANE ELF1 EMILIN1 ENPP3 ENTPD7 EP300 EPG5 EPHB2 EPO EPX ERAP1 ERBB2 ERBIN EREG ERFE ERMAP ESR1 ETS1 EVI2B EVPL EXOSC3 EXOSC6 EZR F2RL1 F7 FADD FAM210B FAM3A FANCA FANCD2 FAXDC2 FBN1 FBXL2 FBXO38 FBXO7 FBXW7 FCER1A FCER1G FCER2 FCGR1A FCGR1BP FCGR2A FCGR2B FCGR2C FCGR3A FCGR3B FCHO1 FCN1 FCN2 FCN3 FCRL3 FCRLB FER FES FFAR2 FFAR3 FGF10 FGL1 FGL2 FGR FKBP1A FLOT1 FLOT2 FN1 FOS FOSL1 FOSL2 FOXF1 FOXJ1 FOXN1 FOXO3 FOXP1 FOXP3 FPR1 FPR2 FPR3 FSHB FSTL3 FURIN FUT4 FUT7 FUT9 FYB1 FYB2 FYN FZD5 GAB2 GABPA GAL GAS6 GATA1 GATA2 GATA3 GATA6 GBP1 GBP2 GBP5 GCNT1 GCSAM GCSAML GFER GFI1 GFI1B GGT1 GGT2P GGT3P GIGYF2 GLI2 GLI3 GLMN GP1BA GPAM GPATCH3 GPER1 GPI GPLD1 GPNMB GPR108 GPR137 GPR137B GPR151 GPR15LG GPR17 GPR171 GPR18 GPR183 GPR31 GPR32 GPR32P1 GPR33 GPR55 GPR68 GPRC5B GPS2 GPSM3 GPX1 GRAMD4 GRB2 GREM1 GRN GSDME H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HAMP HAVCR1 HAVCR2 HAX1 HCAR2 HCK HCLS1 HCST HES1 HEXIM1 HFE HHLA2 HIC2 HIF1A HK1 HLA-A HLA-B HLA-C HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G HLA-H HLX HMCES HMGB1 HMGB2 HMOX1 HMSD HOXA5 HOXA7 HOXA9 HOXB8 HPX HRAS HRG HSF1 HSP90AA1 HSPA1A HSPA1B HSPA8 HSPA9 HSPD1 HSPH1 IAPP ICAM1 ICOS ICOSLG ID2 IDO1 IFI16 IFI35 IFIH1 IFNA2 IFNB1 IFNG IFNK IFNL1 IFNL2 IFNL3 IFNL4 IGF1 IGF2 IGFBP2 IGHA1 IGHA2 IGHD IGHE IGHG1 IGHG2 IGHG3 IGHG4 IGHM IGKC IGLC1 IGLC3 IGLC6 IGLC7 IHH IKBKB IKBKE IKBKG IKZF3 IL10 IL12A IL12B IL12RB1 IL13 IL13RA2 IL15 IL15RA IL17A IL17D IL17F IL18 IL18R1 IL18RAP IL1A IL1B IL1R1 IL1RL1 IL1RL2 IL2 IL20 IL20RB IL21 IL23A IL23R IL27 IL27RA IL2RA IL2RG IL31RA IL33 IL34 IL36B IL4 IL4I1 IL4R IL5 IL6 IL6R IL6ST IL7 IL7R ILDR2 INAVA ING5 INHA INHBA INPP5D INPPL1 INS IPO5 IRAK1 IRAK2 IRAK3 IRAK4 IRF1 IRF3 IRF4 IRF5 IRF7 IRGM IRS2 ISG15 ITCH ITGA2 ITGA2B ITGA4 ITGAM ITGB2 ITGB3 ITK ITPKB JAG1 JAK2 JAK3 JAM2 JAM3 JUNB KARS1 KAT2A KAT5 KAT6A KAT6B KCNJ8 KCNN4 KHDRBS1 KIR2DL1 KIR2DL4 KIR2DS2 KIT KITLG KLF10 KLF13 KLHL25 KLHL6 KLK3 KLK5 KLK7 KLRB1 KLRC1 KLRC2 KLRC3 KLRC4 KLRC4-KLRK1 KLRD1 KLRK1 KMT5B KMT5C KRT1 L3MBTL1 LACC1 LAG3 LAMP1 LAPTM5 LAT LAT2 LAX1 LBP LCK LCP2 LDB1 LDLR LEF1 LEO1 LEP LGALS1 LGALS3 LGALS9 LGALS9B LGALS9C LGMN LGR4 LIF LILRA2 LILRA4 LILRB1 LILRB2 LILRB3 LILRB4 LIME1 LIMK1 LIPA LITAF LMO1 LOX LOXL3 LPXN LRCH1 LRCH4 LRFN5 LRP8 LRRC14 LRRC17 LRRC19 LRRC32 LRRK2 LSM14A LST1 LTA LTF LY96 LYAR LYN LYVE1 MAD1L1 MAD2L2 MADCAM1 MAFB MALT1 MAP2K4 MAP2K6 MAP2K7 MAP3K1 MAP3K7 MAP3K8 MAPK1 MAPK10 MAPK11 MAPK14 MAPK3 MAPK8 MAPK8IP1 MAPK9 MAPKAPK2 MAPKAPK3 MARCHF7 MARK4 MASP1 MASP2 MATR3 MAVS MBL2 MCU MDK MEAF6 MED1 MEF2C MEFV MEIS1 MEIS2 MERTK METTL3 MFHAS1 MIA3 MICA MICB MICOS10-NBL1 MIF MILR1 MIR105-1 MIR125A MIR125B1 MIR128-1 MIR130A MIR136 MIR140 MIR142 MIR145 MIR146A MIR149 MIR17 MIR17HG MIR181B1 MIR181C MIR185 MIR18A MIR19A MIR19B1 MIR20A MIR21 MIR221 MIR222 MIR223 MIR24-1 MIR27A MIR302A MIR302E MIR30B MIR34A MIR486-1 MIR520B MIR520E MIR6869 MIR708 MITF MKRN2 MLH1 MMP12 MMP14 MMP28 MMP8 MNDA MOG MOSPD2 MPL MPP1 MR1 MS4A1 MSH2 MSN MSTN MTOR MTURN MTUS1 MUL1 MYB MYC MYD88 MYO18A MYO1G MYSM1 MZB1 N4BP1 NAGK NAGLU NAIP NBL1 NCF1 NCK1 NCK2 NCKAP1L NCR1 NCR3 NCR3LG1 NDFIP1 NECTIN2 NEDD9 NEK7 NF1 NFAM1 NFATC2 NFE2L2 NFKB1 NFKBIA NFKBID NFKBIL1 NFKBIZ NINJ1 NKAP NLRC3 NLRC4 NLRC5 NLRP1 NLRP10 NLRP2B NLRP3 NLRP4 NLRP6 NLRX1 NMI NOD1 NOD2 NONO NOP53 NOS2 NOTCH2 NPLOC4 NPY5R NR1D1 NR1H2 NR1H3 NR1H4 NR4A3 NRARP NSD2 OAS1 OAS3 OASL OCSTAMP ORM1 ORM2 OTOP1 OTUD4 OTULIN OXSR1 P2RX4 P2RX7 P2RY12 P4HTM PADI2 PAF1 PAG1 PAK1 PAK2 PAK3 PANX1 PARK7 PARP1 PARP14 PARP3 PARP9 PATZ1 PAWR PAXIP1 PBRM1 PCBP2 PCID2 PCK1 PDCD1 PDCD1LG2 PDE4B PDE4D PDE5A PDGFD PDPK1 PELI1 PF4 PGC PGF PGLYRP1 PGLYRP2 PGLYRP3 PHB1 PHB2 PHF10 PHLPP1 PHPT1 PIANP PIAS3 PIBF1 PIGR PIK3AP1 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R6 PIP PITHD1 PJA2 PKN1 PLA2G10 PLA2G1B PLA2G2A PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G4A PLA2G5 PLA2G6 PLA2G7 PLCB1 PLCG1 PLCG2 PLCL2 PLD2 PLEKHA1 PLK2 PLPP4 PLPP6 PLSCR1 PLVAP PMS2 PNP POLR3B POLR3C POLR3D POLR3F POLR3G POU4F1 POU4F2 PPARG PPARGC1B PPP2CA PPP2R3C PPP3CA PPP3CB PPP6C PQBP1 PRAM1 PRDM1 PRDX2 PRELID1 PRG2 PRKAR1A PRKCA PRKCB PRKCD PRKCE PRKCH PRKCQ PRKCZ PRKD1 PRKD2 PRKDC PRLR PRMT1 PRMT6 PRNP PRSS56 PRXL2A PSEN1 PSG1 PSG3 PSG4 PSG6 PSG7 PSG8 PSG9 PSMA1 PSMB4 PSPC1 PTAFR PTGER4 PTK2 PTK2B PTN PTPN1 PTPN11 PTPN2 PTPN22 PTPN6 PTPRC PTPRD PTPRJ PTPRS PUM1 PUM2 PURB PVR PVRIG PYCARD PYDC1 PYDC2 PYDC5 PYHIN1 RAB11FIP2 RAB29 RAB7B RABGEF1 RAC1 RAC2 RAC3 RAET1E RAET1G RAET1L RAG1 RAG2 RARA RARG RARRES2 RASAL3 RASGRP1 RASSF2 RASSF5 RB1 RBCK1 RBM14 RBM15 RBM47 RBP4 RC3H1 RC3H2 RCOR1 REG3G RELA RFTN1 RGCC RHBDD3 RHBDF2 RHEX RHOA RHOH RIF1 RIGI RIN3 RIOK3 RIPK1 RIPK2 RIPK3 RIPOR2 RNF125 RNF135 RNF185 RNF31 RNF41 ROR2 RORA RPS19 RPS3 RPS6KA3 RPTOR RSAD2 RTN4 RUNX1 RUNX3 S100A14 S100A7 SAMHD1 SAMSN1 SARM1 SART1 SASH3 SCARA3 SCGB1A1 SCIMP SCIN SCRIB SDC4 SEC14L1 SELE SELENOK SELENOS SELP SEMA7A SERPINB4 SERPINB9 SERPINE1 SERPING1 SFPQ SFRP1 SFTPD SH2B2 SH2D1A SH2D1B SH3KBP1 SH3RF1 SHB SHH SHLD1 SHLD2 SHLD3 SHPK SIAE SIGLEC15 SIN3A SIRPA SIRPB1 SIRPG SIRT1 SIRT2 SIT1 SKAP1 SKIC8 SLA2 SLAMF1 SLAMF6 SLAMF8 SLC11A1 SLC15A2 SLC15A3 SLC15A4 SLC22A13 SLC39A10 SLC39A6 SLC46A2 SLC4A2 SLC7A1 SLC7A11 SLC7A5 SLC8B1 SLC9B2 SLIT2 SMAD3 SMAD7 SMAP1 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMCR8 SMPD3 SMPDL3B SNAI2 SNCA SNX4 SOCS1 SOCS5 SOCS6 SOD1 SOS1 SOS2 SOX11 SOX12 SOX13 SOX4 SOX9 SPACA3 SPG21 SPHK1 SPHK2 SPI1 SPINK5 SPN SPNS2 SPON2 SPPL2A SPPL2B SPPL3 SPTA1 SRC ST3GAL4 STAP1 STAT1 STAT2 STAT3 STAT5B STAT6 STING1 STK10 STK11 STK39 STMP1 STOML2 STX4 STX7 STXBP1 STXBP2 SUPT6H SUSD4 SVEP1 SWAP70 SYK SYT11 TACR1 TAFA3 TAL1 TAP2 TAPBPL TARBP2 TARM1 TASL TBC1D10C TBK1 TBX21 TCF7 TCIM TCTA TEC TESC TESPA1 TFE3 TFRC TGFB1 TGFB2 TGFB3 TGFBR2 THBS1 THBS4 THEMIS THEMIS2 THOC1 THPO THY1 TICAM1 TICAM2 TIFA TIGIT TIRAP TKFC TLR1 TLR10 TLR2 TLR3 TLR4 TLR5 TLR6 TLR7 TLR8 TLR9 TMBIM6 TMEM102 TMEM126A TMEM131L TMEM176A TMEM176B TMEM178A TMEM64 TMIGD2 TNF TNFAIP3 TNFAIP6 TNFAIP8L2 TNFRSF11B TNFRSF13B TNFRSF13C TNFRSF14 TNFRSF18 TNFRSF1B TNFRSF21 TNFRSF4 TNFRSF9 TNFSF11 TNFSF13 TNFSF13B TNFSF14 TNFSF18 TNFSF4 TNFSF8 TNFSF9 TNIP1 TNIP2 TNIP3 TOB2 TOMM70 TOX TP53BP1 TRAC TRAF2 TRAF3 TRAF6 TRAFD1 TRAT1 TRBC1 TRBC2 TRDC TREM2 TREML4 TREX1 TRGC1 TRGC2 TRIB1 TRIL TRIM11 TRIM15 TRIM21 TRIM25 TRIM27 TRIM3 TRIM31 TRIM41 TRIM5 TRIM56 TRIM6 TRIM62 TRPM4 TRPV4 TSC22D1 TSC22D3 TSLP TSPAN32 TSPAN6 TTBK1 TTLL12 TWIST1 TWSG1 TXK TYK2 TYRO3 TYROBP UBASH3A UBASH3B UBE2J1 UBE2K UBE2N UBQLN1 UFD1 ULBP1 ULBP2 ULBP3 UNC13D UNC93B1 USP15 USP17L2 USP18 USP27X USP29 USP38 USP50 VAMP3 VAMP7 VAMP8 VAV1 VAV2 VAV3 VCAM1 VEGFA VEGFB VEGFC VEGFD VNN1 VSIG4 VSIR VTCN1 WAS WASL WDFY1 WDR41 WNK1 WNT10B WNT3A WNT5A XBP1 XCL1 XCL2 XG XIAP XRCC5 XRCC6 YES1 YTHDF1 YTHDF2 YTHDF3 YWHAZ ZAP70 ZBP1 ZBTB1 ZBTB12 ZBTB16 ZBTB17 ZBTB2 ZBTB20 ZBTB25 ZBTB26 ZBTB32 ZBTB33 ZBTB34 ZBTB37 ZBTB39 ZBTB45 ZBTB46 ZBTB49 ZBTB6 ZBTB7B ZC3H12A ZC3H8 ZCCHC3 ZDHHC12 ZDHHC18 ZDHHC5 ZEB1 ZFP36 ZFP36L1 ZFP36L2 ZFPM1 ZMIZ1 ZNF131 ZNF134 ZNF16 ZNF335 ZNF572 ZNF580 ZNF675 ZNF683 ZNFX1 ZNRF1 ZNRF4 ZP3 ZP4 ZPBP2 GOBP_REGULATION_OF_IMMUNOGLOBULIN_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_IMMUNOGLOBULIN_PRODUCTION APLF ATAD5 BCL6 BTK C17orf99 CD22 CD28 CD40 CD40LG CD86 CGAS CLCF1 CR1 DNAJB9 EPHB2 EXOSC3 EXOSC6 FCGR2B FCRL3 FOXP3 GPI HLA-E HMCES HPX IL10 IL13 IL13RA2 IL2 IL21 IL27RA IL33 IL4 IL4R IL5 IL6 KMT5B KMT5C MAD2L2 MLH1 MSH2 MZB1 NDFIP1 NSD2 PARP3 PAXIP1 PHB1 PHB2 PKN1 PMS2 PTPRC RBP4 RIF1 SASH3 SHLD1 SHLD2 SHLD3 SLC15A4 STAT6 STX4 SUPT6H TBX21 TFRC TGFB1 THOC1 TLR9 TMBIM6 TNF TNFRSF4 TNFSF13 TNFSF4 TP53BP1 TRAF2 TRAF6 TREX1 VAMP3 XBP1 XCL1 ZPBP2 GOBP_REGULATION_OF_INCLUSION_BODY_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_INCLUSION_BODY_ASSEMBLY BAG5 CDC34 CLU DNAJA4 DNAJB1 DNAJB2 DNAJB6 DNAJB8 HSF1 HSPA1A HSPA1B HSPA2 IFNB1 PSMC6 SACS SNCAIP SORL1 GOBP_REGULATION_OF_INFLAMMASOME_MEDIATED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_INFLAMMASOME_MEDIATED_SIGNALING_PATHWAY ATAT1 BRCC3 BTK CARD8 CD36 CPTP CSNK1A1 DDX3X DHX33 EIF2AK2 FBXL2 GBP2 GBP5 HSPA8 IRGM MAPK8 MARK4 MAVS MEFV MYD88 NEK7 NLRC3 NLRP2B PLCG2 PPP2CA PRKD1 PTPN22 PYDC1 PYDC2 PYDC5 SIRT2 STMP1 TLR4 TLR6 TREM2 TRIM11 TRIM31 USP50 ZDHHC12 GOBP_REGULATION_OF_INFLAMMATORY_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_INFLAMMATORY_RESPONSE ABCC1 ABHD12 ACE2 ACOD1 ACP5 ADA ADAM8 ADAMTS12 ADIPOQ ADORA1 ADORA2A ADORA2B AGER AGT AGTR1 AHR AHSG AIM2 AKNA ALOX15 ALOX5 ALOX5AP ANXA1 AOAH APCS APOA1 APOE APP AREL1 ARMH4 ARNT ASH1L ATM BAP1 BCL6 BCR BIRC2 BIRC3 BRD4 BST1 BTK C1QTNF12 C1QTNF3 C2CD4A C2CD4B C3 CAMK2N1 CARD16 CASP1 CASP4 CCL1 CCL24 CCL3 CCL5 CCN3 CCN4 CCR2 CCR7 CD200 CD200R1 CD200R1L CD28 CD47 CD81 CDH5 CEBPA CEBPB CELF1 CHRNA7 CLOCK CMA1 CNR1 CREB3L3 CST7 CTSC CX3CL1 CXCL17 CYLD CYP19A1 DAGLA DAGLB DDT DEFB114 DHX9 DNASE1 DNASE1L3 DROSHA DUOXA1 DUOXA2 DUSP10 EDNRB ELANE ELF4 ENPP3 ESR1 ETS1 EXTL3 F12 FABP4 FANCA FANCD2 FBXL2 FCGR1A FCGR2B FEM1A FFAR2 FFAR3 FFAR4 FGR FNDC4 FOXF1 FOXP1 FOXP3 FPR2 FURIN FUT7 FXR1 FYN GATA3 GBA1 GGT1 GGT2P GGT3P GHRL GHSR GIT1 GPER1 GPR17 GPR31 GPR4 GPRC5B GPS2 GPSM3 GPX1 GRN GSDMD GSTP1 HAMP HCK HGF HLA-DRB1 HLA-E HYAL2 IDO1 IER3 IFI35 IFNG IGF1 IL10 IL10RA IL12B IL13 IL15 IL16 IL17A IL17RA IL18 IL1B IL1R1 IL1RL1 IL1RL2 IL2 IL20 IL20RB IL21 IL22 IL22RA1 IL22RA2 IL23A IL2RA IL33 IL37 IL4 IL6 IL6ST INS IRF3 IRGM ISL1 JAK2 KARS1 KLF4 KLKB1 KRT1 LACC1 LBP LDLR LETMD1 LGALS1 LGALS2 LILRA5 LPCAT3 LPL LRFN5 LRRC19 LRRK2 LTA LYN MACIR MAPK13 MAPK14 MAPK7 MAS1 MCPH1 MDK MEFV METRNL MFHAS1 MGLL MGST2 MIR105-1 MIR126 MIR128-1 MIR138-1 MIR141 MIR142 MIR144 MIR145 MIR146A MIR149 MIR15A MIR15B MIR16-1 MIR181A2 MIR181B1 MIR181C MIR187 MIR195 MIR199A1 MIR19A MIR19B1 MIR204 MIR205 MIR206 MIR20A MIR21 MIR22 MIR221 MIR222 MIR223 MIR26A1 MIR302E MIR30C2 MIR31 MIR361 MIR3909 MIR4286 MIR488 MIR590 MIR657 MIR6869 MIR766 MIR920 MIR92A1 MIRLET7G MKRN2 MMP26 MMP3 MMP8 MMP9 MVK MYD88 NAIP NAPEPLD NCF1 NDFIP1 NEAT1 NFKB1 NFKBIA NFKBIZ NINJ1 NKG7 NLRC3 NLRC4 NLRP1 NLRP10 NLRP11 NLRP12 NLRP13 NLRP14 NLRP2 NLRP3 NLRP4 NLRP5 NLRP6 NLRP7 NLRP8 NLRP9 NLRX1 NMI NOD2 NPY5R NR1D1 NR1D2 NR1H3 NR1H4 NT5E NUPR1 OSM OSMR OTULIN PARK7 PBK PDCD4 PDE2A PGLYRP1 PGLYRP2 PIK3AP1 PIK3CG PLA2G10 PLA2G2A PLA2G2D PLA2G3 PLA2G7 PLCG1 PLCG2 PLK2 PPARA PPARD PPARG PRKCD PROC PSMA1 PSMA6 PSMB4 PTGER3 PTGER4 PTGES PTGIS PTGS2 PTPN2 PTPN6 PTPRC PYCARD PYDC2 RABGEF1 RB1 REG3A RELA RHBDD3 RHBDF2 RICTOR RIPK1 RORA RPS19 S100A12 S100A8 S100A9 SAA1 SBNO2 SCGB1A1 SELE SELENOS SEMA7A SERPINE1 SETD4 SETD6 SHARPIN SHPK SIGLEC10 SIRPA SLAMF8 SLC39A8 SMAD3 SMPDL3B SNCA SNX4 SNX6 SOCS3 SOCS5 SOD1 SPATA2 SPHK1 SPN SRC STAP1 STAT3 STAT5B STING1 STK39 SUCNR1 SYK SYT11 TAFA3 TEK TGFB1 TLR2 TLR3 TLR4 TLR7 TLR9 TMSB4X TNC TNF TNFAIP3 TNFAIP6 TNFAIP8L2 TNFRSF11A TNFRSF1A TNFRSF1B TNFSF11 TNFSF18 TNFSF4 TNIP1 TRADD TREM2 TREX1 TRIM45 TRIM65 TRPV4 TSLP TTBK1 TYRO3 UFL1 USP18 VAMP2 VAMP3 VAMP7 VAMP8 VPS35 WFDC1 WNT5A XCL1 XIAP YES1 ZBP1 ZFP36 ZP3 GOBP_REGULATION_OF_INFLAMMATORY_RESPONSE_TO_ANTIGENIC_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_INFLAMMATORY_RESPONSE_TO_ANTIGENIC_STIMULUS BTK C3 CCR7 CD28 CD81 CNR1 FCGR1A FCGR2B FGR FURIN FUT7 FYN GPR17 GPX1 HCK HLA-DRB1 HLA-E IL10 IL12B IL20RB KARS1 LTA LYN MAPK14 MIR105-1 MIR19A MIR19B1 MIR302E MIR6869 MKRN2 NLRP6 NOD2 NPY5R PARK7 PLA2G2D PLCG1 PLK2 PSMA1 PSMB4 RHBDF2 SELENOS SPN SRC SYK TNF TREM2 YES1 ZP3 GOBP_REGULATION_OF_INFLAMMATORY_RESPONSE_TO_WOUNDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_INFLAMMATORY_RESPONSE_TO_WOUNDING ALOX5 EXTL3 GIT1 GRN IL17A IL33 MDK MIR21 PTPN6 REG3A SIGLEC10 STAT3 GOBP_REGULATION_OF_INNATE_IMMUNE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_INNATE_IMMUNE_RESPONSE A2M ACOD1 ADAM8 ADAR AIM2 AKIRIN2 AKT1 ALPK1 ANKRD17 AP1G1 AP3B1 APOE APPL1 APPL2 ARG1 ARRB2 ATAT1 ATG12 ATG5 AURKB BANF1 BCL10 BIRC2 BIRC3 BPIFB1 BRCC3 BTK C1QBP CACTIN CADM1 CARD8 CARD9 CASP1 CASP6 CASP8 CAV1 CCL5 CD14 CD160 CD1D CD226 CD300A CD300LF CD36 CD40 CD96 CDC37 CEACAM1 CEP63 CFH CGAS CHUK CLEC12B CLEC4E CLEC6A CLEC7A CLNK CLPB CNOT7 COLEC10 COLEC11 COLEC12 CPTP CR1 CREBBP CRK CRTAM CSNK1A1 CTSS CYBA CYLD DAB2IP DCST1 DDX3X DDX60 DHX33 DHX58 DHX9 DRD2 DTX4 DUSP10 ECSIT EIF2AK2 EIF4E2 EP300 EPG5 ERAP1 ERBIN EREG ESR1 F2RL1 FADD FAM3A FBXL2 FCGR2B FCN1 FCN2 FCN3 FCRL3 FFAR2 FGR FLOT1 FLOT2 FOSL1 FPR2 FYN GBP2 GBP5 GFER GFI1 GIGYF2 GPATCH3 GPR108 GPS2 GRAMD4 GRN HAVCR2 HCK HEXIM1 HLA-A HLA-B HLA-E HLA-F HLA-G HMGB1 HMGB2 HPX HSP90AA1 HSPA1A HSPA1B HSPA8 HSPD1 IFI16 IFI35 IFIH1 IFNB1 IFNK IKBKB IKBKE IL12A IL12B IL18RAP IL21 INAVA INS IPO5 IRAK1 IRAK2 IRAK3 IRAK4 IRF1 IRF3 IRF4 IRF7 IRGM ISG15 ITCH KCNJ8 KIR2DL4 KIR2DS2 KLRB1 KLRC1 KLRC2 KLRC3 KLRC4 KLRC4-KLRK1 KLRD1 KLRK1 LACC1 LAG3 LAMP1 LBP LEP LGALS9 LGR4 LILRA2 LILRA4 LILRB1 LRCH4 LRP8 LRRC14 LRRC19 LSM14A LTF LY96 LYAR LYN MAP2K6 MAP3K7 MAPK8 MAPKAPK2 MAPKAPK3 MARK4 MATR3 MAVS MBL2 MED1 MEFV METTL3 MFHAS1 MICA MIR140 MIR146A MIR149 MIR17 MIR181B1 MIR19A MIR20A MIR21 MIR520B MIR520E MIR708 MMP12 MNDA MUL1 MYD88 N4BP1 NAGK NAGLU NAIP NCF1 NCR1 NCR3 NECTIN2 NEK7 NFE2L2 NFKBIA NFKBIL1 NFKBIZ NINJ1 NLRC3 NLRC4 NLRC5 NLRP1 NLRP10 NLRP2B NLRP3 NLRP4 NLRP6 NLRX1 NMI NOD1 NOD2 NONO NOP53 NPLOC4 NR1D1 NR1H2 NR1H3 NR1H4 OAS1 OAS3 OASL OTOP1 OTUD4 OTULIN PAK1 PAK2 PAK3 PARP1 PARP14 PARP9 PCBP2 PDPK1 PELI1 PHB1 PHB2 PIK3AP1 PIK3R1 PIK3R6 PJA2 PLA2G5 PLCG2 PLSCR1 POLR3B POLR3C POLR3D POLR3F POLR3G PPARG PPP2CA PPP6C PQBP1 PRKCE PRKD1 PRKDC PSPC1 PTPN1 PTPN11 PTPN2 PTPN22 PTPN6 PTPRS PUM1 PUM2 PVR PYCARD PYDC1 PYDC2 PYDC5 PYHIN1 RAB11FIP2 RAB7B RAET1E RAET1G RASGRP1 RBM14 RBM47 REG3G RELA RFTN1 RIGI RIOK3 RIPK2 RNF125 RNF135 RNF185 RPS19 RPS6KA3 RSAD2 RTN4 S100A14 SAMHD1 SARM1 SCARA3 SCIMP SEC14L1 SERPINB4 SERPINB9 SERPING1 SFPQ SH2D1A SH2D1B SIN3A SIRT2 SLAMF6 SLAMF8 SLC15A2 SLC15A3 SLC15A4 SLC46A2 SMPDL3B SPI1 SRC STAT2 STAT5B STING1 STMP1 SUSD4 SYK TARBP2 TASL TBK1 TGFB1 TICAM1 TICAM2 TIFA TIRAP TKFC TLR1 TLR10 TLR2 TLR3 TLR4 TLR5 TLR6 TLR7 TLR8 TLR9 TMEM126A TNF TNFAIP3 TNIP1 TNIP2 TNIP3 TOMM70 TRAF3 TRAF6 TRAFD1 TREM2 TREML4 TREX1 TRIL TRIM11 TRIM15 TRIM21 TRIM25 TRIM3 TRIM31 TRIM41 TRIM5 TRIM56 TRIM6 TRIM62 TSPAN6 TTLL12 TXK TYRO3 TYROBP UBE2K UBQLN1 UFD1 UNC93B1 USP15 USP17L2 USP18 USP27X USP29 USP38 USP50 VAV1 VSIG4 WDFY1 WNT5A XIAP XRCC5 XRCC6 YTHDF2 YTHDF3 YWHAZ ZBP1 ZCCHC3 ZDHHC12 ZDHHC18 ZDHHC5 ZNFX1 ZNRF1 ZNRF4 GOBP_REGULATION_OF_INNER_EAR_AUDITORY_RECEPTOR_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_INNER_EAR_AUDITORY_RECEPTOR_CELL_DIFFERENTIATION ATOH1 DLL1 ESRP1 FGF2 HES1 HES5 HEY2 MYCL NOTCH1 GOBP_REGULATION_OF_INOSITOL_1_4_5_TRISPHOSPHATE_SENSITIVE_CALCIUM_RELEASE_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_INOSITOL_1_4_5_TRISPHOSPHATE_SENSITIVE_CALCIUM_RELEASE_CHANNEL_ACTIVITY HAP1 HTT MIR133A1 P2RY6 PKD2 GOBP_REGULATION_OF_INOSITOL_PHOSPHATE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_INOSITOL_PHOSPHATE_BIOSYNTHETIC_PROCESS ADCYAP1R1 AVPR1B CD244 GPER1 HRH1 LHCGR MAS1 NTSR1 P2RY1 P2RY6 PLEK PRKG1 PTAFR PTH PTH1R PTK2B SNCA GOBP_REGULATION_OF_INOSITOL_TRISPHOSPHATE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_INOSITOL_TRISPHOSPHATE_BIOSYNTHETIC_PROCESS GPER1 HRH1 LHCGR P2RY1 P2RY6 PTK2B GOBP_REGULATION_OF_INSULIN_LIKE_GROWTH_FACTOR_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_INSULIN_LIKE_GROWTH_FACTOR_RECEPTOR_SIGNALING_PATHWAY AR BMP2 BMP5 CDH3 CILP GH1 GHRH GHRHR GHSR IGF1 IGFBP1 IGFBP2 IGFBP3 IGFBP4 IGFBP5 IGFBP6 INPPL1 MIR1-1 MIR29C MYORG NKX3-1 PHIP TRIM72 WNT1 ZFAND2B GOBP_REGULATION_OF_INSULIN_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_INSULIN_RECEPTOR_SIGNALING_PATHWAY ADIPOR1 AHSG C1QTNF12 CTSD ENPP1 ERFE FFAR3 FUT7 GKAP1 GNAI2 GPR21 GRB10 GRB14 GRB7 GSK3A IGF2 IL1B INPP5K INS IRS1 KANK1 LEP LONP1 MIR103A1 MIR107 MIR1271 MIR15B MIR195 MSTN MZB1 NCK1 NCL NCOA5 NR1H4 NUCKS1 OGT OSBPL8 PID1 PIP4K2A PIP4K2B PIP4K2C PRKAA1 PRKCB PRKCD PRKCQ PRKCZ PTPN1 PTPN11 PTPN2 PTPRE RBM4 RELA RPS6KB1 SERPINA12 SESN3 SIK2 SIRT1 SLC27A4 SNX5 SOCS1 SOCS3 SORBS1 SORL1 SRC TNS2 TRIM72 TSC2 VWA2 ZBTB7B ZNF592 GOBP_REGULATION_OF_INSULIN_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_INSULIN_SECRETION AACS ABAT ABCA12 ABCC8 ACSL4 ACVR1C ADCY5 ADCY8 ADRA2A ALOX5 ANO1 BAD BAIAP3 BLK BMAL1 BMP8A BRSK2 C1QTNF12 C2CD2L CAPN10 CARTPT CASR CCL5 CCN3 CD38 CDK16 CELA2A CFTR CHGA CHRM3 CLOCK CNR1 CPT1A DOC2B DRD2 EFNA5 EIPR1 ENSA ENY2 EPHA5 F2 F2RL1 F2RL2 FAM3D FFAR1 FFAR2 FKBP1B FOXA2 FOXO1 G6PC2 GCG GCK GHRL GHSR GIP GIPR GLUD1 GNA11 GNAZ GPER1 GPLD1 GPR27 GPR68 HADH HIF1A HLA-DRB1 HNF4A IFNG IL1B IL6 INHBB IRS1 IRS2 ISL1 ITPR1 JAGN1 JAK2 KCNA5 KCNB1 KCNJ11 KLF7 LEP LRP5 LRRC8A MCU MIDN MPC2 MTNR1B MYRIP NADK NDUFAF2 NEUROD1 NKX6-1 NLGN2 NNAT NOS2 NR0B2 NR1D1 NR1H4 ORAI1 OSBP PCK2 PDE8B PDX1 PER2 PFKFB2 PFKL PFKM PICK1 PIM3 PLA2G6 PLCB1 PPP3CA PPP3CB PRKACA PRKAR1A PRKCB PRKCE PRKN PSMD9 PTPN11 RAPGEF4 RBP4 REST RFX3 RFX6 RPH3AL SERP1 SFRP1 SIDT2 SIRT3 SIRT4 SIRT6 SLC16A1 SLC25A22 SLC2A2 SLC30A8 SLC8B1 SLC9B2 SNAP25 SOX4 SREBF1 SRI SSTR5 STX1A STX4 STXBP4 SYBU SYT7 SYTL4 TARDBP TCF7L2 TCIRG1 TFAP2B TIAM1 TM7SF3 TNF TRH TRPM4 TUNAR UCN3 UCP2 UQCC2 VSNL1 ZBED6 GOBP_REGULATION_OF_INSULIN_SECRETION_INVOLVED_IN_CELLULAR_RESPONSE_TO_GLUCOSE_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_INSULIN_SECRETION_INVOLVED_IN_CELLULAR_RESPONSE_TO_GLUCOSE_STIMULUS ABCA12 ABCC8 ADCY5 ADCY8 ADRA2A ANO1 BAD BAIAP3 BRSK2 C1QTNF12 C2CD2L CDK16 CFTR EFNA5 ENY2 EPHA5 FKBP1B FOXA2 GCG GHRL GPLD1 GPR27 GPR68 HIF1A HLA-DRB1 JAGN1 KLF7 LRP5 MPC2 NADK NDUFAF2 NR1D1 NR1H4 OSBP PDE8B PDX1 PIM3 PLA2G6 PPP3CB PRKCE RFX6 SIDT2 SLC2A2 SLC9B2 SRI STX4 STXBP4 SYBU TIAM1 TRPM4 TUNAR UCP2 VSNL1 ZBED6 GOBP_REGULATION_OF_INTEGRIN_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_INTEGRIN_ACTIVATION CDH17 CXCL13 FARP2 FBLIM1 FERMT1 FERMT2 JAM3 KIF14 P2RY12 PIEZO1 PLEK PTGER4 RAP1B RASIP1 SELP SKAP1 SRC GOBP_REGULATION_OF_INTEGRIN_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_INTEGRIN_BIOSYNTHETIC_PROCESS AR NOX1 S100A9 TGFB2 TMEFF2 GOBP_REGULATION_OF_INTEGRIN_MEDIATED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_INTEGRIN_MEDIATED_SIGNALING_PATHWAY BST1 CD177 CD63 CTNNA1 EMP2 FLNA ITGB1BP1 LAMA1 LAMA2 LAMB1 LAMB2 LAMC1 LIMS1 LIMS2 LOXL3 MIR92B NID1 PHACTR4 PRKD1 SLC2A10 TIMP1 GOBP_REGULATION_OF_INTERLEUKIN_1_MEDIATED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_INTERLEUKIN_1_MEDIATED_SIGNALING_PATHWAY IL1R1 IL1R2 IL1RN IL6 MIR21 MIR27A OTUD4 VRK2 ZBP1 ZNF675 GOBP_REGULATION_OF_INTERLEUKIN_6_MEDIATED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_INTERLEUKIN_6_MEDIATED_SIGNALING_PATHWAY C1QTNF4 GFI1 MIR125A MIR125B1 MIR26A1 MIR98 MIR99A MIRLET7A1 MIRLET7C MIRLET7E PTPN2 RIPK1 GOBP_REGULATION_OF_INTESTINAL_ABSORPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_INTESTINAL_ABSORPTION ABCG5 ABCG8 APOA1 APOA2 APOA4 CYP8B1 ENPP7 EPB41 HAMP LEP LPCAT3 PRAP1 GOBP_REGULATION_OF_INTESTINAL_LIPID_ABSORPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_INTESTINAL_LIPID_ABSORPTION ABCG5 ABCG8 APOA1 APOA2 APOA4 CYP8B1 ENPP7 LEP LPCAT3 PRAP1 GOBP_REGULATION_OF_INTRACELLULAR_ESTROGEN_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_INTRACELLULAR_ESTROGEN_RECEPTOR_SIGNALING_PATHWAY AR BRCA1 CARM1 CNOT1 CNOT2 CNOT9 CYP7B1 DDRGK1 DNAAF4 FOXA1 FOXH1 ISL1 KANK2 KMT2D LATS1 LBH MED1 PAGR1 PAK1 PARP1 PHB2 SKP2 SRARP SRC STRN3 TP63 UBA5 UFL1 UFM1 UFSP2 VPS11 VPS18 WBP2 YAP1 ZNF366 GOBP_REGULATION_OF_INTRACELLULAR_LIPID_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_INTRACELLULAR_LIPID_TRANSPORT ABCA12 ABCA2 ANXA2 ARV1 LDLRAP1 MIR17 MIR27B NUS1 PCSK9 SCP2 GOBP_REGULATION_OF_INTRACELLULAR_PROTEIN_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_INTRACELLULAR_PROTEIN_TRANSPORT ABLIM3 ADCY10 ADIPOQ AKAP5 AKT2 ANGPT1 ANK3 ANP32B APOD ARHGAP44 ARIH2 ATG13 ATP13A2 ATP5IF1 B3GAT3 BAG3 BAG4 BAP1 BARD1 BBC3 BCAP31 BMP4 BNIP3L BRSK2 C11orf65 C2CD5 CABP1 CAMK1 CD36 CD81 CDH1 CDK1 CDK5 CDK5R1 CEMIP CEP131 CEP290 CHP1 CHP2 CHRM1 CIB1 CRYZL2P-SEC16B CSNK2A2 CTDSPL2 DERL2 DERL3 DMAP1 DMTN DNAJC27 ECT2 EDEM1 EDEM2 EFCAB7 EMD EP300 ERBB2 ERGIC3 ERLEC1 FBXW7 FERMT1 FIS1 FLNA FRAT1 FRAT2 FYN FZD5 GAS6 GCC2 GDI1 GLI3 GRIPAP1 GSK3A GSK3B GZMB HAX1 HCLS1 HDAC3 HPCA HPS4 HRAS HSP90AA1 HSPA1L HTRA2 HUWE1 HYAL2 ICE1 IFI27 IFNG IL1B INPP5K INSIG1 IPO5 ITGAM ITGB1BP1 ITGB2 JAK2 JUP KCNB1 KCNE1 KIF20B LCP1 LEP LEPROT LMAN1 LRRK2 MAPK14 MAPK8 MAVS MDFIC MDM2 MFF MICALL2 MIEF1 MIEF2 MTCL1 MYO1C NDEL1 NF1 NMT1 NPEPPS NUP54 NUP58 OAZ1 OAZ2 OAZ3 OS9 PARK7 PARL PCM1 PCNT PDCD10 PDCD5 PDZK1 PIK3R1 PIK3R2 PINK1 PKIA PKIG PLK3 PPM1A PRKAA1 PRKACA PRKCD PRKD1 PRKN PRNP PRR5L PSEN1 PTGS2 PTPN1 PTPN11 PTPN14 RAB23 RAB29 RAC2 RAN RANGAP1 RAPGEF3 RBM22 RHOU RIPOR1 RNF31 RUFY3 SAE1 SAR1A SAR1B SEC16B SFN SH3GLB1 SH3TC2 SHH SIAH3 SIRT6 SIRT7 SLC1A1 SLC35D3 SLC51B SMAD3 SMO SORL1 SP100 SREBF1 SREBF2 STOM SUFU SUMO1 SVIP TAMALIN TARDBP TCAF1 TCAF2 TENM1 TGFB1 TM9SF4 TMEM30A TMEM30B TOMM7 TOMM70 TPR TRIM28 TXN UBAC2 UBE2D3 UBE2G2 UBE2J1 UBE2J2 UBE2L3 UBL4B UBL5 UBR5 UFM1 UHMK1 USP17L2 USP36 VAMP2 VPS11 XPO1 XPO4 YOD1 YWHAE ZC3H12A ZDHHC2 ZFAND1 ZIC1 ZPR1 GOBP_REGULATION_OF_INTRACELLULAR_SIGNAL_TRANSDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_INTRACELLULAR_SIGNAL_TRANSDUCTION ABCA1 ABCA7 ABL1 ABL2 ABR ABRA ACE2 ACKR3 ACTA2 ACTN3 ACTN4 ACVR1 ADA ADAM8 ADAM9 ADCY10 ADCYAP1 ADCYAP1R1 ADGRG1 ADGRG3 ADGRV1 ADIPOQ ADIPOR1 ADISSP ADORA1 ADORA2B ADRA1A ADRA1B ADRA2A ADRA2B ADRA2C ADRB2 ADRB3 AGER AGO3 AGT AIDA AIM2 AIP AJUBA AKAP12 AKAP13 AKAP5 AKAP6 AKAP7 AKIP1 AKR1C2 AKR1C3 AKT1 AKT1S1 AKT3 ALKAL1 ALKAL2 ALOX12B ALOX15 ALPK1 ALS2 AMBP AMH AMOT ANAPC15 ANGPT1 ANKRD1 ANKRD17 ANKRD54 ANKRD6 APELA APIP APLNR APOA1 APOC3 APOE APOL3 APP AR ARAF ARAP1 ARF6 ARFGAP1 ARFGEF1 ARFGEF2 ARFGEF3 ARHGAP1 ARHGAP10 ARHGAP11A ARHGAP11B ARHGAP12 ARHGAP15 ARHGAP17 ARHGAP18 ARHGAP19 ARHGAP20 ARHGAP21 ARHGAP22 ARHGAP23 ARHGAP24 ARHGAP25 ARHGAP26 ARHGAP27 ARHGAP28 ARHGAP29 ARHGAP30 ARHGAP31 ARHGAP32 ARHGAP35 ARHGAP39 ARHGAP4 ARHGAP40 ARHGAP42 ARHGAP44 ARHGAP45 ARHGAP5 ARHGAP6 ARHGAP8 ARHGAP9 ARHGDIA ARHGDIB ARHGEF1 ARHGEF10 ARHGEF10L ARHGEF11 ARHGEF12 ARHGEF15 ARHGEF17 ARHGEF18 ARHGEF19 ARHGEF2 ARHGEF25 ARHGEF28 ARHGEF3 ARHGEF4 ARHGEF40 ARHGEF5 ARHGEF9 ARL6IP5 ARMC10 ARMH4 ARRB1 ARRB2 ARRDC3 ASH1L ATAD5 ATF3 ATF4 ATM ATP2B4 ATP2C1 ATP6AP2 ATR ATXN3 AURKA AURKB AUTS2 AVPI1 AVPR1B AXIN1 AXL BABAM2 BAD BAG4 BAG5 BANK1 BARD1 BAX BBC3 BCAP31 BCAR3 BCL10 BCL2 BCL2L1 BCL2L11 BCL2L2 BCL3 BCL6 BCLAF1 BCR BDKRB2 BECN1 BID BIRC2 BIRC3 BIRC5 BIRC7 BMAL1 BMP10 BMP2 BMP4 BMP5 BMP6 BMP7 BMPER BMPR1A BMPR2 BMT2 BOK BOP1 BRAF BRCA1 BRCA2 BRCC3 BRD4 BST1 BST2 BTN2A2 BTRC C10orf71 C18orf32 C1QBP C1QL4 C1QTNF1 C1QTNF12 C1QTNF3 C1QTNF4 C3orf33 C5AR1 C9orf72 CACTIN CADM4 CALCR CALM1 CALM2 CALM3 CALR CAMTA1 CANT1 CAPN3 CARD11 CARD16 CARD19 CARD8 CARD9 CARTPT CASC2 CASP1 CASP10 CASP8 CASR CASS4 CASTOR1 CASTOR2 CASTOR3P CAV1 CAV2 CAV3 CAVIN3 CBL CBLC CBS CC2D1A CCAR2 CCDC125 CCDC22 CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL3 CCL3L1 CCL3L3 CCL4 CCL5 CCL7 CCL8 CCN1 CCN2 CCN3 CCNB1 CCR1 CCR7 CD22 CD24 CD27 CD28 CD2AP CD300A CD36 CD3E CD4 CD40 CD44 CD74 CD81 CD86 CDC34 CDC42 CDC42SE1 CDC42SE2 CDCA8 CDH13 CDH2 CDK10 CDK5RAP2 CDK5RAP3 CDKN2D CDON CEACAM1 CFLAR CGNL1 CHD5 CHEK1 CHEK2 CHERP CHI3L1 CHN1 CHN2 CHP1 CHP2 CHRNA10 CHRNA7 CHUK CIB1 CILP CIT CLEC16A CLEC4D CLEC6A CLEC7A CLU CMKLR1 CNKSR3 COL3A1 COPS3 COPS5 CORO7 CPNE1 CREB3 CREB3L1 CRK CRKL CRNN CRY1 CRYBA1 CSF1 CSF1R CSF3 CSK CSNK1A1 CSPG4 CTH CTNNB1 CTNS CUL1 CUL3 CUL4A CX3CL1 CX3CR1 CXCL12 CXCL17 CXXC5 CYLD CYRIB CYTH1 CYTH2 CYTH3 CYTH4 DAB2 DAB2IP DACT1 DAG1 DAPK2 DCN DDIAS DDIT3 DDIT4 DDR1 DDR2 DDT DDX1 DDX21 DDX39B DDX3X DDX5 DEF6 DEFB114 DENND1A DENND2B DENND3 DENND4A DENND4B DENND4C DEPDC5 DEPTOR DGKD DGKG DGKQ DHX15 DHX33 DHX36 DIPK2A DIRAS1 DIRAS2 DKK1 DLC1 DLG1 DLG5 DNAJA1 DNAJC27 DNM1L DNMBP DOCK2 DOCK3 DOCK8 DOK1 DOK2 DOK3 DOK4 DOK5 DOK6 DRD2 DRD3 DRD4 DSTYK DUSP1 DUSP10 DUSP13 DUSP16 DUSP19 DUSP2 DUSP22 DUSP26 DUSP29 DUSP3 DUSP4 DUSP5 DUSP6 DUSP7 DUSP8 DUSP9 DVL2 DVL3 DYNC1LI1 DYRK1A DYRK2 DYRK3 ECM1 ECT2 EDA EDA2R EDAR EDN1 EDN3 EEF1E1 EFHB EFNA1 EGF EGFR EID2 EIF2AK2 EIF2AK3 EIF3A EIF5A ELANE ELL3 EMILIN1 ENDOG ENG ENO1 ENSG00000274276 ENSG00000290147 EP300 EPGN EPHA2 EPHA4 EPHA7 EPHA8 EPHB1 EPHB2 EPM2A EPO EPS8 EPS8L1 EPS8L2 EPS8L3 ERBB2 ERBB3 ERBB4 ERFE ERN1 ERP29 ESR1 ETAA1 EXTL3 EZH2 EZR F10 F11R F2R F2RL1 F2RL2 F2RL3 F3 F7 FADD FAM110C FAM13A FAM13B FAM83D FAM89B FAS FASLG FBH1 FBLN1 FBP1 FBXL2 FBXO4 FBXO7 FBXO8 FBXO9 FBXW11 FBXW7 FCGR2B FCRL3 FEM1B FERMT2 FFAR4 FGA FGB FGD1 FGD2 FGD3 FGD4 FGD5 FGF1 FGF10 FGF18 FGF19 FGF2 FGF20 FGF21 FGF23 FGF4 FGF8 FGFR1 FGFR2 FGFR3 FGFR4 FGG FGR FHL2 FIGNL1 FIS1 FKBP1A FKTN FLCN FLNA FLOT1 FLT1 FLT3 FLT4 FN1 FNIP1 FNIP2 FOXM1 FOXO1 FPR2 FRMD1 FRMD6 FRMD7 FRS2 FSHR FYN FZD1 FZD10 FZD7 GABARAP GADD45A GADD45B GADD45G GAPDH GAREM1 GARNL3 GAS6 GATA3 GATA4 GBA1 GBF1 GBP1 GBP7 GCG GCNT2 GDF15 GDF5 GDF6 GDF7 GEN1 GFRAL GH1 GHR GHRL GIP GIPR GIT1 GIT2 GJA1 GLIPR2 GMIP GNA12 GNA13 GNAI1 GNAI2 GOLPH3 GOLT1B GPAT3 GPBAR1 GPD1L GPER1 GPNMB GPR137 GPR137B GPR137C GPR143 GPR155 GPR17 GPR174 GPR18 GPR183 GPR199P GPR20 GPR3 GPR35 GPR37 GPR37L1 GPR4 GPR55 GPR61 GPR62 GPR65 GPR89A GPRC5B GPS2 GPX1 GRAP GRAP2 GRB2 GREM1 GRIK2 GRINA GRM1 GRM2 GRM4 GRM5 GSDME GSK3A GSK3B GSTP1 GUCA1A GUCY1A1 GUCY1A2 H19 HAND2 HAPSTR1 HAVCR2 HAX1 HBEGF HCLS1 HCRTR1 HCST HDAC1 HDAC3 HDAC7 HEG1 HELLS HERPUD1 HEXIM1 HGF HIC1 HIF1A HINT1 HIP1 HIPK2 HIPK3 HIPK4 HLA-DRB1 HLA-G HMGB1 HMGCR HMOX1 HNRNPK HOMER2 HOMER3 HPSE HRAS HRH4 HSP90AA1 HSP90AB1 HSPA1A HSPB1 HTR2A HTR2B HTR2C HTR6 HTRA2 HTT HYAL2 HYOU1 IAPP ICAM1 IFI35 IFIT5 IGBP1 IGF1 IGF1R IGF2 IGFBP3 IGFBP4 IGFBP5 IGFBP6 IKBKB IKBKE IKBKG IL10 IL11 IL12B IL18 IL18R1 IL19 IL1A IL1B IL20RA IL23A IL26 IL34 IL6 ILK INAVA INCENP ING2 ING4 INHBA INPP5F INPP5K INS INSL3 INSR IQCJ-SCHIP1 IQGAP1 IQGAP3 IQSEC1 IQSEC2 IQSEC3 IRAK1 IRAK3 IRAK4 IRF3 IRGM ITCH ITFG2 ITGA1 ITGA3 ITGAV ITGB1 ITGB1BP1 ITGB3 ITPKB ITPR1 ITSN1 IVNS1ABP JAK2 JCAD JMJD8 JPT2 KALRN KANK1 KANK2 KAT6A KBTBD6 KBTBD7 KCTD10 KCTD13 KDM1A KDR KIAA0319 KICS2 KIF14 KISS1 KIT KITLG KL KLB KLHDC10 KLHL22 KLHL31 KMT5A KNL1 KPTN KRAS KSR1 LACRT LAMTOR1 LAMTOR2 LAMTOR3 LAMTOR4 LAMTOR5 LAPTM5 LARS1 LAX1 LBH LCK LCMT1 LDLRAD4 LEMD2 LEP LGALS1 LGALS9 LHCGR LIF LILRA5 LILRB4 LIMD1 LIME1 LIMS1 LIN28A LITAF LMCD1 LMO3 LPAR1 LPAR2 LPAR3 LPAR4 LPAR6 LRP1 LRP2 LRRC19 LRRK1 LRRK2 LTB LTBR LTF LTK LURAP1 LURAP1L LYN LZTR1 MAD1L1 MAD2L1 MAD2L1BP MADD MAGEA3 MAGI2 MALT1 MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K5 MAP2K6 MAP2K7 MAP3K10 MAP3K11 MAP3K12 MAP3K13 MAP3K14 MAP3K20 MAP3K3 MAP3K4 MAP3K5 MAP3K7 MAP4K1 MAP4K2 MAP4K4 MAPK1 MAPK14 MAPK3 MAPK7 MAPK8IP1 MAPK8IP2 MAPK8IP3 MAPKAP1 MAPKAPK5 MAPKBP1 MAPRE2 MAPT MARCHF7 MARCO MARK3 MARVELD3 MAVS MAZ MBIP MC1R MCF2 MCF2L MCL1 MDFIC MDM2 MECOM MEF2C MEIS3 MEN1 MET MFAP3 MFHAS1 MFN2 MGRN1 MIB2 MID1 MID2 MIER1 MIF MINAR1 MINK1 MIOS MIR126 MIR130A MIR132 MIR133A1 MIR133B MIR137 MIR138-1 MIR140 MIR143 MIR145 MIR146A MIR149 MIR15A MIR15B MIR16-1 MIR17 MIR181A2 MIR181B1 MIR181D MIR182 MIR185 MIR186 MIR195 MIR199A1 MIR19A MIR200C MIR204 MIR205 MIR206 MIR20A MIR21 MIR218-1 MIR221 MIR222 MIR223 MIR23A MIR24-1 MIR26A1 MIR26B MIR27A MIR27B MIR29A MIR29B1 MIR29C MIR30C2 MIR342 MIR34A MIR34B MIR34C MIR375 MIR379 MIR424 MIR449A MIR497 MIR503 MIR508 MIR519D MIR520D MIR675 MIR766 MIR885 MIR9-1 MIR92A1 MIR92B MIRLET7B MIRLET7F1 MKRN2 MLF1 MLST8 MMD2 MMP9 MOB3B MOS MST1R MSTN MSX1 MT3 MTDH MTM1 MTNR1B MTOR MTURN MUC1 MUL1 MUSK MYADM MYC MYD88 MYDGF MYO9A MYO9B MYOC MYORG MYOZ1 MYOZ2 NACC2 NAIP NBR1 NCF1 NCK1 NCK2 NCKAP1L NCOR1 NDC80 NDFIP1 NDFIP2 NDRG2 NDRG4 NDST1 NDUFA13 NDUFS3 NECAB2 NEDD4 NEK10 NEK6 NEK8 NELFE NENF NET1 NEUROD2 NF1 NF2 NFAT5 NFE2L2 NFKBIA NFKBIB NGEF NGF NHERF1 NHERF4 NKIRAS2 NKX3-1 NLGN1 NLK NLRC3 NLRP12 NLRP2 NLRP3 NLRP6 NLRX1 NME5 NMI NMNAT1 NOC2L NOD1 NOD2 NODAL NOL3 NONO NOP2 NOP53 NOS1AP NOTCH1 NOTCH2 NOX1 NOX4 NPC1 NPFFR2 NPM1 NPNT NPPA NPPC NPR1 NPRL2 NPRL3 NPSR1 NPY5R NR1D1 NR1H4 NR3C2 NRG1 NRP1 NTF3 NTRK1 NTRK2 NTRK3 NTS NUAK1 NUAK2 NUP62 NUP93 NUPR1 OBSCN OGT OPA1 OPHN1 OPRK1 OPRL1 OPRM1 OPTN OR2AT4 OR51E2 OSBPL8 OSM OTUB1 OTUD3 OTUD5 OTUD7B OVOL2 P2RX2 P2RX3 P2RX4 P2RX5 P2RX7 P2RY1 P2RY10 P2RY12 P2RY6 P2RY8 P4HB PAFAH1B1 PAGE4 PAK1 PAK1IP1 PAK2 PAK3 PAK4 PAK5 PAK6 PAQR3 PARK7 PARL PARP1 PBK PBLD PCID2 PDCD10 PDCD4 PDCD6 PDE10A PDE11A PDE2A PDE3A PDE3B PDE4A PDE4D PDE5A PDE6G PDE6H PDE8A PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PDK2 PDPK1 PDX1 PEBP1 PELI1 PELI2 PER1 PEX5L PHB1 PHB2 PHLDA3 PHLPP1 PIAS4 PIDD1 PIH1D1 PIK3AP1 PIK3CA PIK3CB PIK3CD PIK3CG PIK3IP1 PIK3R2 PIK3R5 PIK3R6 PIM1 PIM2 PIN1 PINK1 PIP4P1 PJA2 PKHD1 PLA2G1B PLA2G2A PLA2G5 PLA2R1 PLAGL2 PLAUR PLCB1 PLCE1 PLCG2 PLEK PLEKHA1 PLEKHF1 PLEKHG1 PLEKHG3 PLEKHG4 PLEKHG4B PLEKHG5 PLEKHG6 PLK2 PLK3 PLXNB1 PMAIP1 PMEPA1 PML POMC PPARA PPARG PPEF2 PPIA PPIF PPM1A PPM1B PPM1N PPP1R10 PPP1R16B PPP2CA PPP2CB PPP2R1A PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PPP5C PRAG1 PRAP1 PRDM11 PRDM15 PRDX1 PRDX2 PREX1 PREX2 PRKAA1 PRKAA2 PRKACA PRKACB PRKCA PRKCB PRKCD PRKCE PRKCZ PRKD1 PRKD2 PRKN PRKRA PRMT1 PRMT5 PRMT6 PRNP PRODH PROK1 PROX1 PRXL2C PSCA PSD PSD2 PSD3 PSD4 PSMD10 PTBP1 PTEN PTGS2 PTK2 PTK2B PTP4A3 PTPMT1 PTPN1 PTPN11 PTPN13 PTPN2 PTPN22 PTPN6 PTPRC PTPRJ PTPRR PTTG1IP PYCARD PYCR1 PYDC2 PYHIN1 QARS1 RABGEF1 RABL3 RAC1 RACGAP1 RACK1 RAD51 RAD9A RAF1 RALBP1 RALGAPA1 RALGAPA2 RALGAPB RALGPS1 RAMP3 RANBP9 RAP1A RAP1B RAP1GAP RAP1GAP2 RAP1GDS1 RAP2A RAPGEF2 RAPGEF3 RASA2 RASA3 RASA4 RASA4B RASAL1 RASAL3 RASD2 RASGEF1A RASGRF1 RASGRF2 RASGRP1 RASGRP4 RASIP1 RASSF2 RB1CC1 RBCK1 RBX1 RC3H1 RC3H2 RCAN1 RCN3 RDX REL RELA RELL1 RELL2 RELN REN RET RFFL RFPL1 RFPL2 RFPL3 RFPL4A RFPL4AL1 RFWD3 RGL2 RGN RGS14 RGS2 RHEB RHOA RHOC RHOD RHOF RHOH RHOU RICTOR RIOK3 RIPK1 RIPK2 RIPK3 RIPOR2 RIT2 RNASEH2B RNF13 RNF149 RNF152 RNF167 RNF183 RNF31 RNF34 RNF41 ROBO1 ROCK1 ROCK2 ROR1 ROR2 RORA ROS1 RPA2 RPF2 RPL11 RPL23 RPL26 RPL37 RPL5 RPS15 RPS20 RPS3 RPS6KA1 RPS6KA6 RPS6KB1 RPS7 RPTOR RRAGA RRAGB RRAGC RRAGD RRAS RRM2B RRN3 RRS1 RTKN2 RTN4 RTN4R RUBCN RUNDC3A RXFP2 RYK S100A12 S100A13 S100A4 S100A7 S100A8 S100A9 S100B SASH1 SCAI SCHIP1 SCIMP SCT SCTR SDCBP SEC13 SECTM1 SEH1L SELENOK SELENOS SELP SEMA3A SEMA3E SEMA4C SEMA4D SEMA5A SEMA6A SEMA7A SEPTIN4 SERINC3 SERPINB3 SERPINF2 SESN1 SESN2 SESN3 SETD9 SEZ6 SEZ6L SEZ6L2 SFPQ SFRP2 SFRP5 SGK1 SGMS1 SGSM3 SH2B1 SH2B2 SH2B3 SH3BP1 SH3BP4 SH3RF1 SH3RF2 SH3RF3 SHANK2 SHARPIN SHC1 SHISA5 SHOC2 SIAH1 SIK3 SIPA1 SIPA1L1 SIPA1L2 SIPA1L3 SIRPA SIRT1 SIRT3 SKIL SLA SLA2 SLAMF1 SLC20A1 SLC24A4 SLC30A10 SLC35B2 SLC38A9 SLC39A8 SLC44A2 SLC8A2 SLC9A1 SLIT2 SMAD4 SMAD6 SMAD7 SMCR8 SMPD1 SMYD2 SNAI1 SNAI2 SOD1 SOD2 SORBS3 SORL1 SOS1 SOS2 SOX11 SOX2 SOX4 SOX9 SPAAR SPAG9 SPATA13 SPATC1L SPHK1 SPHK2 SPI1 SPINK1 SPPL3 SPRED1 SPRED2 SPRED3 SPRY1 SPRY2 SPRY3 SPRY4 SPTBN1 SQSTM1 SRC SRGAP2 SRGAP3 SRMS SSTR4 SSX2IP STAMBP STAMBPL1 STARD13 STARD8 STAT1 STIMATE STK11 STK19 STK25 STK3 STK38 STK39 STK4 STK40 STMN1 STMN3 STOX1 STYX STYXL1 STYXL2 SUMO4 SWAP70 SYDE1 SYDE2 SYK SYNGAP1 SYNJ2BP SYNPO2L SYT14P1 SYVN1 SZT2 TAB1 TAB2 TAB3 TAF1 TAF9 TAF9B TAGAP TANK TAOK1 TAOK2 TAOK3 TBC1D10C TBC1D7 TBCK TBK1 TBX1 TBX20 TCF7L2 TCIM TDGF1 TEK TELO2 TENM1 TERF2IP TFG TFRC TGFA TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 TGM2 THBS1 THOC1 THOC5 THPO TIAL1 TIAM1 TIAM2 TICAM1 TICAM2 TIFA TIFAB TIMP3 TIRAP TLE1 TLR2 TLR3 TLR4 TLR6 TLR7 TLR9 TMBIM4 TMBIM6 TMED4 TMEM100 TMEM101 TMEM106A TMEM127 TMEM161A TMEM9B TMSB4X TNF TNFAIP1 TNFAIP3 TNFAIP8L1 TNFAIP8L3 TNFRSF10B TNFRSF11A TNFRSF19 TNFRSF1A TNFSF10 TNFSF11 TNFSF14 TNIK TNIP1 TNIP2 TNIP3 TOB1 TP53 TP53RK TP73 TPBG TPD52L1 TPR TPT1 TRADD TRAF1 TRAF2 TRAF3 TRAF3IP2 TRAF4 TRAF5 TRAF6 TRAF7 TRAP1 TRAT1 TREM2 TRIAP1 TRIM13 TRIM15 TRIM21 TRIM22 TRIM24 TRIM25 TRIM32 TRIM34 TRIM38 TRIM39 TRIM40 TRIM44 TRIM5 TRIM52 TRIM56 TRIM58 TRIM59 TRIM6 TRIM60 TRIM62 TRIM67 TRIM68 TRIM8 TRIO TRIP6 TRPV4 TSC1 TSC2 TSPAN6 TSPYL5 TSSK1B TSSK2 TSSK3 TSSK6 TTI1 TTI2 TWIST1 TXN TXNDC12 UACA UBB UBD UBE2B UBE2D1 UBE2I UBE2N UBE2V1 UBE2W UBE3A UBQLN1 UBR1 UBR2 UCHL1 UCMA UCN UFL1 ULK4 UNC5B UNC5CL URB2 URI1 USP10 USP15 USP2 USP20 USP32 USP4 USP44 USP47 USP7 USP9X VAPA VAV1 VAV2 VAV3 VDAC2 VEGFA VEPH1 VGLL4 VHL VNN1 VRK2 VRK3 VWF WAC WDR24 WDR54 WDR59 WDR76 WDR83 WFS1 WLS WNK2 WNT1 WNT11 WNT16 WNT5A WNT7A WNT7B WTIP WWC1 WWC2 WWC3 WWTR1 XBP1 XCL1 XCL2 XDH XIAP XRCC3 YBX3 YJU2 YWHAG YWHAZ ZAP70 ZC3H12A ZDHHC13 ZDHHC17 ZFAND6 ZMPSTE24 ZMYND11 ZNF385A ZNF622 ZNF675 ZNHIT1 GOBP_REGULATION_OF_INTRACELLULAR_STEROID_HORMONE_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_INTRACELLULAR_STEROID_HORMONE_RECEPTOR_SIGNALING_PATHWAY AR BMAL1 BRCA1 CALR CARM1 CLOCK CNOT1 CNOT2 CNOT9 CRY1 CRY2 CYP7B1 DAB2 DDRGK1 DDX5 DNAAF4 EP300 FOXA1 FOXH1 FOXP1 GHRHR HDAC1 HDAC6 HEYL ISL1 KANK2 KDM1A KDM4C KDM5D KMT2D LATS1 LBH LMO3 MED1 NCOR1 NCOR2 NODAL NR0B1 PAGR1 PAK1 PARK7 PARP1 PER1 PHB1 PHB2 PIAS2 PKN1 PRMT2 RHOA RNF14 RNF6 SAFB2 SFRP1 SIRT1 SKP2 SMARCA4 SRARP SRC STRN3 TCF21 TP63 TRIM68 UBA5 UFL1 UFM1 UFSP2 USP26 VPS11 VPS18 WBP2 YAP1 ZBTB7A ZNF366 GOBP_REGULATION_OF_INTRACELLULAR_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_INTRACELLULAR_TRANSPORT AAAS ABCA12 ABCA2 ABLIM3 ACTN2 ADCY10 ADIPOQ AKAP5 AKAP8L AKT2 ANGPT1 ANK3 ANP32B ANXA2 APOD ARFIP1 ARHGAP1 ARHGAP44 ARHGAP8 ARIH2 ARV1 ATG13 ATP13A2 ATP2A1 ATP5IF1 ATP9A B3GAT3 BAG3 BAG4 BAP1 BARD1 BBC3 BCAP31 BMP4 BNIP3L BORCS5 BRSK2 BVES C11orf65 C2CD5 CABP1 CALY CAMK1 CAPN10 CD36 CD81 CDH1 CDK1 CDK5 CDK5R1 CEMIP CEP131 CEP290 CHMP3 CHP1 CHP2 CHRM1 CIB1 CPSF6 CRYAA CRYAB CRYZL2P-SEC16B CSNK2A2 CTDSPL2 DAB2 DENND10 DERL2 DERL3 DHX9 DMAP1 DMTN DNAJC13 DNAJC27 DYNC1H1 DYNLT2B ECT2 EDEM1 EDEM2 EFCAB7 EHD1 EHD2 EIPR1 EMD EP300 ERBB2 ERGIC3 ERLEC1 EZR FBXW7 FERMT1 FEZ1 FIS1 FLNA FRAT1 FRAT2 FYN FZD5 GAS1 GAS6 GCC2 GDI1 GLI3 GRIPAP1 GSK3A GSK3B GZMB HAP1 HAX1 HCLS1 HDAC3 HPCA HPS4 HRAS HSP90AA1 HSPA1L HTRA2 HUWE1 HYAL2 ICE1 IER3 IFI27 IFNG IL1B INPP5F INPP5K INSIG1 IPO5 ITGAM ITGB1BP1 ITGB2 IWS1 JAK2 JUP KCNB1 KCNE1 KHDRBS1 KIF20B LAMP1 LCP1 LDLRAP1 LEP LEPROT LMAN1 LRRK2 MAP1B MAP2 MAP2K1 MAP2K2 MAPK1 MAPK14 MAPK3 MAPK8 MAVS MDFIC MDM2 MECP2 MFF MICALL2 MIEF1 MIEF2 MIR17 MIR27B MLC1 MRLN MSN MTCL1 MTMR2 MX2 MYBPC3 MYLK2 MYO1C NCBP2 NDEL1 NDRG4 NEDD4 NEFH NF1 NF2 NMT1 NPEPPS NRDE2 NSUN2 NUMA1 NUP153 NUP214 NUP54 NUP58 NUS1 OAZ1 OAZ2 OAZ3 OS9 PARK7 PARL PCM1 PCNT PCSK9 PDCD10 PDCD5 PDZK1 PGAP1 PIK3R1 PIK3R2 PINK1 PKIA PKIG PLA2G3 PLA2G4E PLK3 PLN PPM1A PPP1CC PPP1R12A PRKAA1 PRKACA PRKCD PRKD1 PRKN PRNP PRR5L PSEN1 PTGS2 PTPN1 PTPN11 PTPN14 PTPN23 RAB11A RAB11B RAB11FIP3 RAB21 RAB23 RAB29 RAC2 RAN RANGAP1 RAPGEF3 RBM22 RBM4 RDX REEP2 REEP5 REEP6 RHOU RINT1 RIOK2 RIPOR1 RNF139 RNF31 RUFY3 SAE1 SAR1A SAR1B SCFD1 SCP2 SEC16B SEC24B SETD2 SFN SH3GLB1 SH3TC2 SHH SIAH3 SIRT6 SIRT7 SLC1A1 SLC35D3 SLC51B SMAD3 SMO SNAPIN SNX12 SNX3 SORL1 SP100 SPAG5 SRC SREBF1 SREBF2 STK11 STOM STRIT1 STX18 SUFU SUMO1 SUPT6H SVIP TAMALIN TARDBP TBC1D20 TCAF1 TCAF2 TENM1 TGFB1 TM9SF4 TMEM30A TMEM30B TMEM53 TNNC1 TOMM7 TOMM70 TPR TRIM28 TRIM46 TRIM58 TTC21B TXN UBAC2 UBE2D3 UBE2G2 UBE2J1 UBE2J2 UBE2L3 UBL4B UBL5 UBR5 UFM1 UHMK1 USP17L2 USP36 USP7 VAMP2 VPS11 VPS35 WNK1 WWC1 XPO1 XPO4 YIPF5 YOD1 YWHAE ZC3H12A ZDHHC2 ZFAND1 ZIC1 ZPR1 GOBP_REGULATION_OF_INTRINSIC_APOPTOTIC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_INTRINSIC_APOPTOTIC_SIGNALING_PATHWAY ACKR3 ADCY10 AKT1 ARHGEF2 ARMC10 ATAD5 ATF4 BAD BAG5 BAX BBC3 BCAP31 BCL2 BCL2L1 BCL2L11 BCL2L2 BCLAF1 BDKRB2 BECN1 BID BOK CAV1 CCAR2 CD44 CD74 CDKN2D CLU CREB3 CREB3L1 CTNNB1 CXCL12 CYLD DAPK2 DDIAS DDIT3 DDX3X DNAJA1 DNM1L EIF2AK3 EIF5A ELL3 ENO1 EPO ERP29 FBH1 FBXO7 FBXW7 FCGR2B FIGNL1 FIS1 FLCN FYN FZD1 GATA4 GPX1 GRINA GSDME HDAC1 HELLS HERPUD1 HIF1A HNRNPK HSPA1A HSPB1 HTRA2 HYOU1 IL10 IL19 IL20RA ING2 INS IVNS1ABP KDM1A LCK LRRK2 MAGEA3 MAPK7 MAPK8IP1 MARCHF7 MCL1 MDM2 MIF MIR132 MIR133A1 MIR15A MIR16-1 MIR17 MIR186 MIR195 MIR19A MIR21 MIR27B MIR29B1 MIR92A1 MMP9 MSX1 MUC1 MYC NACC2 NCK1 NCK2 NDUFA13 NDUFS3 NFE2L2 NHERF1 NKX3-1 NME5 NOC2L NOL3 NONO NOX1 NUPR1 OPA1 P4HB PARK7 PARL PARP1 PDX1 PIAS4 PIK3CB PINK1 PLAGL2 PLAUR PLEKHF1 PMAIP1 PPIA PPIF PRKN PRKRA PRODH PTGS2 PTPMT1 PTPN1 PTPN2 PTTG1IP PYCARD PYCR1 RACK1 RAD9A RIPK3 RNF183 RPL11 RPL26 RPS3 RPS7 RRM2B RRN3 RTKN2 S100A8 S100A9 SELENOS SEPTIN4 SERINC3 SFPQ SFRP2 SGMS1 SIAH1 SIRT1 SKIL SNAI1 SNAI2 SOD1 SOD2 SRC STYXL1 SYVN1 TAF9 TAF9B TIFAB TMBIM6 TMEM161A TP53 TPT1 TRAP1 TREM2 TRIAP1 TRIM32 TXNDC12 UBB UBQLN1 URI1 USP15 USP47 VDAC2 VNN1 WFS1 WNT1 XBP1 YBX3 ZNF385A GOBP_REGULATION_OF_INTRINSIC_APOPTOTIC_SIGNALING_PATHWAY_BY_P53_CLASS_MEDIATOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_INTRINSIC_APOPTOTIC_SIGNALING_PATHWAY_BY_P53_CLASS_MEDIATOR ARMC10 ATAD5 BCL2 BDKRB2 CD44 CD74 EIF5A ELL3 HNRNPK ING2 KDM1A MARCHF7 MDM2 MIF MIR186 MIR21 MSX1 MUC1 MYC PRKN PTTG1IP RPL11 RPL26 RPS7 RRM2B RRN3 SIRT1 TAF9 TAF9B TIFAB TP53 TRIAP1 UBB USP15 ZNF385A GOBP_REGULATION_OF_INTRINSIC_APOPTOTIC_SIGNALING_PATHWAY_IN_RESPONSE_TO_DNA_DAMAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_INTRINSIC_APOPTOTIC_SIGNALING_PATHWAY_IN_RESPONSE_TO_DNA_DAMAGE ACKR3 ATAD5 BCL2 BCL2L1 BID CCAR2 CD44 CD74 CDKN2D CLU CXCL12 DDIAS ELL3 FBH1 HNRNPK ING2 KDM1A MARCHF7 MIF MUC1 NACC2 PIAS4 RAD9A RPL26 RPS3 SFRP2 SIRT1 SKIL SNAI1 SNAI2 TAF9 TAF9B TMEM161A TPT1 TRIAP1 TRIM32 USP47 ZNF385A GOBP_REGULATION_OF_INTRINSIC_APOPTOTIC_SIGNALING_PATHWAY_IN_RESPONSE_TO_DNA_DAMAGE_BY_P53_CLASS_MEDIATOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_INTRINSIC_APOPTOTIC_SIGNALING_PATHWAY_IN_RESPONSE_TO_DNA_DAMAGE_BY_P53_CLASS_MEDIATOR ATAD5 BCL2 CD44 CD74 ELL3 HNRNPK ING2 KDM1A MARCHF7 MIF MUC1 RPL26 SIRT1 TAF9 TAF9B TRIAP1 ZNF385A GOBP_REGULATION_OF_INTRINSIC_APOPTOTIC_SIGNALING_PATHWAY_IN_RESPONSE_TO_HYDROGEN_PEROXIDE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_INTRINSIC_APOPTOTIC_SIGNALING_PATHWAY_IN_RESPONSE_TO_HYDROGEN_PEROXIDE MIR133A1 MIR92A1 PARK7 PINK1 RACK1 TRAP1 GOBP_REGULATION_OF_INTRINSIC_APOPTOTIC_SIGNALING_PATHWAY_IN_RESPONSE_TO_OSMOTIC_STRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_INTRINSIC_APOPTOTIC_SIGNALING_PATHWAY_IN_RESPONSE_TO_OSMOTIC_STRESS ARHGEF2 BAD BDKRB2 EPO PTGS2 TIFAB USP15 YBX3 GOBP_REGULATION_OF_INWARD_RECTIFIER_POTASSIUM_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_INWARD_RECTIFIER_POTASSIUM_CHANNEL_ACTIVITY ALG10B CAV1 ITGB1 KCNE2 MIR212 MIR26A1 TREM2 GOBP_REGULATION_OF_IRE1_MEDIATED_UNFOLDED_PROTEIN_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_IRE1_MEDIATED_UNFOLDED_PROTEIN_RESPONSE AGR2 BAK1 BAX BCL2L11 BFAR COPS5 DAB2IP DDRGK1 DNAJB9 FICD HSPA5 PTPN1 TMEM33 UFL1 GOBP_REGULATION_OF_IRON_ION_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_IRON_ION_TRANSMEMBRANE_TRANSPORT ATP7A HAMP IFNG ISCU MIR210 GOBP_REGULATION_OF_IRON_ION_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_IRON_ION_TRANSPORT ATP7A B2M HAMP HFE IFNG ISCU MIR210 TF GOBP_REGULATION_OF_ISOMERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ISOMERASE_ACTIVITY DHX9 HNRNPU ITGAM ITGB2 NOD2 PLSCR1 SETMAR UHRF1 GOBP_REGULATION_OF_ISOTYPE_SWITCHING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ISOTYPE_SWITCHING APLF ATAD5 BCL6 CD28 CD40 CLCF1 EXOSC3 EXOSC6 FOXP3 HMCES IL10 IL2 IL27RA IL4 KMT5B KMT5C MAD2L2 MLH1 MSH2 NDFIP1 NSD2 PARP3 PAXIP1 PMS2 PTPRC RIF1 SHLD1 SHLD2 SHLD3 SLC15A4 STAT6 SUPT6H TBX21 TFRC TGFB1 THOC1 TNFSF13 TNFSF4 TP53BP1 GOBP_REGULATION_OF_ISOTYPE_SWITCHING_TO_IGE_ISOTYPES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ISOTYPE_SWITCHING_TO_IGE_ISOTYPES BCL6 CLCF1 FOXP3 IL4 NDFIP1 STAT6 TNFSF4 GOBP_REGULATION_OF_I_KAPPAB_PHOSPHORYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_I_KAPPAB_PHOSPHORYLATION AKT1 CX3CL1 CX3CR1 DDRGK1 MIR27B PLCG2 SIRPA TNF GOBP_REGULATION_OF_JNK_CASCADE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_JNK_CASCADE AGER AIDA AMBP ANKRD6 APP AXIN1 BIRC7 CARD9 CCL19 CCL21 CCN2 CCR7 CD27 COPS5 CRK CYLD DAB2IP DACT1 DNAJA1 DUSP10 DUSP16 DUSP19 DUSP22 DUSP3 EDA2R EDAR EGFR EPHB1 F2RL1 FCGR2B FGF19 FKTN FLT4 FZD7 GADD45A GADD45B GADD45G GPS2 GRIK2 GSTP1 HDAC3 HIPK2 HIPK3 HMGB1 HRAS IGF1R IL1A IL1B ITCH KLHL31 LTBR MAP2K4 MAP2K7 MAP3K10 MAP3K11 MAP3K5 MAP4K2 MAP4K4 MAPK8IP1 MAPK8IP2 MAPK8IP3 MAPKBP1 MARVELD3 MBIP MDFIC MECOM MEN1 MFHAS1 MINK1 MIR92A1 MTURN MYD88 NAIP NCF1 NCOR1 NOD1 NOD2 NOX1 NPPA PAFAH1B1 PDCD4 PER1 PHLPP1 PINK1 PJA2 PLCB1 PRKN PRMT1 PTK2B PTPN22 PYCARD RAP2A RASGRP1 RASSF2 RB1CC1 RIPK1 RIPK2 SDCBP SEMA3A SERPINB3 SERPINF2 SH3RF1 SH3RF2 SH3RF3 SIRPA SLAMF1 STK3 TAOK1 TAOK2 TAOK3 TGFBR3 TIRAP TLR3 TLR4 TLR9 TNF TNFRSF19 TNFSF11 TNIK TPD52L1 TRAF2 TRAF4 TRPV4 ULK4 UNC5CL WNT16 WNT5A WNT7A WNT7B XIAP ZMYND11 ZNF622 ZNF675 GOBP_REGULATION_OF_JUN_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_JUN_KINASE_ACTIVITY AIDA ARHGEF5 CCL19 DAB2IP DKK1 DNAJA1 DUSP10 DUSP16 DUSP19 DVL2 DVL3 EDN1 ERN1 FZD10 GSTP1 HIPK3 MAP2K7 MAP3K10 MAP3K11 MAP3K12 MAP3K13 MAP3K4 MAP3K5 MAP3K7 MAP4K2 MAPK8IP1 MIR92A1 NPPA PAK1 PDCD4 PPEF2 PTPN1 PTPN22 RPS3 SASH1 SERPINB3 TAOK3 TLR6 TNF TNFRSF11A TRAF2 TRAF6 WNT5A ZNF675 GOBP_REGULATION_OF_KERATINOCYTE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_KERATINOCYTE_DIFFERENTIATION ABCA12 ALOX15B AQP3 CD109 CYP27B1 ERRFI1 ETV4 EXTL3 EZH2 FOXC1 GRHL1 GRHL2 HOXA7 IL20 KRT36 KRT84 MACROH2A1 MACROH2A2 MED1 MIR125B1 MSX2 NCOA3 NME2 NOTCH1 NUMA1 OVOL2 PLAAT4 PRKCH REG3A REG3G ROCK1 ROCK2 SGPP1 SRSF6 TP63 TRIM16 VDR ZBED2 ZFP36 ZFP36L1 GOBP_REGULATION_OF_KERATINOCYTE_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_KERATINOCYTE_MIGRATION ADAM9 ARF6 EPB41L4B EPPK1 FGF10 FGF7 HAS2 HBEGF IQSEC1 MAP4K4 MAPRE2 MMP9 MTOR PTEN GOBP_REGULATION_OF_KERATINOCYTE_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_KERATINOCYTE_PROLIFERATION AREG BCL11B CASK CD109 CDH3 CRNN EFNB2 EPB41L4B EPPK1 FGF10 FGF7 FGFR2 GPR15LG HAS2 IFT172 IFT52 IFT57 IFT74 IFT80 INTU IRF6 KDF1 KLF9 LRG1 MDK MED1 MIR125B1 MIR21 NOTCH2 OVOL1 OVOL2 PRKD1 PTCH1 PTPRK REG3A REG3G SFN SLURP1 SNAI2 SRSF6 STXBP4 TGM1 TP63 VDR YAP1 ZEB1 ZFP36 ZFP36L1 GOBP_REGULATION_OF_KETONE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_KETONE_BIOSYNTHETIC_PROCESS ADM AKR1C3 BGLAP BMP2 BMP5 BMP6 CLCN2 COQ3 CREB1 DAB2 DGKQ DKK3 DKKL1 EGR1 GPRC6A H6PD PPTC7 PRKG1 REST SIRT5 WNT4 GOBP_REGULATION_OF_KIDNEY_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_KIDNEY_DEVELOPMENT ADIPOQ AGT AGTR2 BASP1 BMP4 EZH2 FOXD1 GATA3 GDNF GREM1 HNF1B HOXB7 LGR4 LHX1 MAGED1 MYC NOG OSR1 PAX2 PAX8 PPP3CA RET SIX1 SIX2 SIX4 SMO SOX8 SOX9 STAT1 TACSTD2 VEGFA WNT2B WNT4 WT1 GOBP_REGULATION_OF_KIDNEY_SIZE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_KIDNEY_SIZE AGTR2 ASXL1 HNF1A HNF1B LRRK2 PAX2 GOBP_REGULATION_OF_KILLING_OF_CELLS_OF_ANOTHER_ORGANISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_KILLING_OF_CELLS_OF_ANOTHER_ORGANISM ARG1 BCL2L1 CLEC7A CXCL6 F2RL1 FCER2 IFNG NOS2 P2RX7 PRF1 SYK GOBP_REGULATION_OF_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_KINASE_ACTIVITY ABI1 ABL1 ACE ACP4 ACTB ADAM17 ADAM8 ADAM9 ADAR ADARB1 ADCY8 ADCYAP1 ADIPOQ ADRA2A ADRA2B ADRA2C ADRB2 AGAP2 AGT AIDA AKT1 AKT1S1 ALK ALS2 AMBRA1 ANG ANGPT1 ANKRD54 APC APOE APP ARHGEF5 ATG14 ATP2B4 AXIN1 AXIN2 AXL AZU1 BAD BCCIP BLM BMP2 BORA C1orf112 C5AR1 CAB39 CACUL1 CALCA CALM1 CALM2 CALM3 CAMK1 CAMK2N1 CAMK2N2 CAMKK1 CAMKK2 CARD10 CARD14 CARTPT CASS4 CAV1 CAV3 CBL CBLB CBLC CCDC88A CCL19 CCL21 CCL5 CCN1 CCNA1 CCNA2 CCNB1 CCNB2 CCNB3 CCND1 CCND2 CCND3 CCNE1 CCNE2 CCNF CCNG1 CCNG2 CCNH CCNI CCNI2 CCNJ CCNJL CCNK CCNO CCNP CCNT1 CCNT2 CCNY CCNYL1 CCNYL2 CCNYL3 CCR7 CD19 CD24 CD300A CD4 CD40 CD74 CD86 CDC25A CDC25C CDC37 CDC6 CDK12 CDK5R1 CDK5R2 CDK5RAP1 CDK5RAP3 CDK7 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CDKN2D CDKN3 CEACAM1 CEBPA CEMIP CENPE CEP43 CEP85 CHI3L1 CHMP6 CHP1 CHRNA3 CIB1 CLSPN CLU COPS8 CORO1C CSF1 CSF1R DAB2IP DAXX DBNDD1 DBNDD2 DDR1 DDR2 DDX3X DEFB114 DEPTOR DGKZ DIPK2A DIRAS1 DIRAS2 DIRAS3 DKK1 DLG3 DLG4 DNAJA1 DOK7 DRD4 DSTYK DTNBP1 DUSP1 DUSP10 DUSP12 DUSP16 DUSP19 DUSP22 DUSP3 DUSP7 DVL1 DVL2 DVL3 DYNAP ECT2 EDN1 EDN3 EEF1A1 EEF1A2 EFNA1 EGF EGFR EGR1 ELANE EMP2 EPGN EPHA1 EPHA2 EPHA4 EPHA8 EPHB2 EPHB4 ERBB2 ERBB3 ERBB4 EREG ERN1 ERP29 ERRFI1 ETAA1 EZH2 F2 FBXW7 FCGR1A FERMT2 FGF1 FGF16 FGF18 FGF2 FGFR1 FGFR2 FGFR3 FGFR4 FGR FLT1 FLT3 FLT4 FOXA2 FZD10 GADD45A GAS6 GBA1 GCKR GH1 GHR GNAQ GPRC5A GPRC5B GRM5 GSKIP GSTP1 GTF2H1 GTPBP4 HEG1 HERC5 HEXIM1 HEXIM2 HGS HHEX HIPK3 HLA-DRB1 HMGA2 HNRNPU HRAS HSP90AA1 HSP90AB1 HSPB1 HTR2B HTT HYAL2 IFNG IGF1 IGF1R IL12B IL18 IL1B IL23A IL23R IL34 IL4 IL6R INCA1 INPP5K INS INSR INSRR IPO5 IPO7 IQGAP1 IRAK1 IRAK3 IRGM IRS1 IRS2 ITGB1BP1 ITGB3 JAK2 JTB KDR KIF14 KIT KSR1 LAT LATS1 LATS2 LAX1 LCP2 LDB1 LDB2 LEP LILRA5 LILRB4 LMO4 LRP5 LRP6 LRP8 LRRK2 LTF LTK LYN MACROH2A1 MALT1 MAP2K1 MAP2K2 MAP2K3 MAP2K5 MAP2K7 MAP3K10 MAP3K11 MAP3K12 MAP3K13 MAP3K4 MAP3K5 MAP3K7 MAP4K2 MAPK8IP1 MAPRE3 MAPT MARK2 MEN1 MERTK MET MIDN MIR103A1 MIR125B1 MIR133A1 MIR138-1 MIR143 MIR15A MIR20A MIR21 MIR218-1 MIR219A1 MIR24-1 MIR26B MIR34A MIR711 MIR92A1 MMD MMD2 MNAT1 MRE11 MRNIP MST1 MST1R MT3 MTCP1 MUSK MVP MYCNOS MYOCD NAB2 NBN NCF1 NEDD9 NEK10 NF1 NHERF1 NLRC5 NOD2 NOX4 NPM1 NPPA NPRL2 NR2F2 NRG1 NTF3 NTRK1 NTRK2 NTRK3 OSBPL8 P2RY12 PAK1 PAK2 PAQR3 PARK7 PDCD10 PDCD4 PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PDPK1 PHB1 PHB2 PIBF1 PIFO PIH1D1 PIK3CB PIK3CG PIK3IP1 PIK3R1 PIK3R2 PIK3R3 PIK3R5 PIK3R6 PILRB PINK1 PKD1 PKD2 PKIA PKIB PKIG PKMYT1 PLA2G1B PLCE1 PLK1 PPARG PPEF2 PPIA PPM1E PPM1F PPP2CA PPP2R5A PRDX3 PRKAG1 PRKAG2 PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCD PRKD1 PRKN PRKRIP1 PRLR PRNP PROX1 PRRC1 PSMD10 PSRC1 PTEN PTK2 PTK2B PTK6 PTPN1 PTPN22 PTPRB PTPRC PTPRJ PTPRO PTPRQ PTPRT PYCARD PYDC1 QARS1 RAD50 RALB RAP1A RAP2B RAP2C RAPGEF2 RASGRP1 RASIP1 RASSF2 RB1 RBL1 RBL2 RELN RET RGCC RGS14 RGS2 RHOA RIPK3 ROBO1 ROR1 ROR2 ROS1 RPS3 RPTOR RTRAF RUBCN RYK S100A12 SASH1 SERPINB3 SERTAD1 SFN SH3BP5 SH3BP5L SIRT1 SLAMF8 SLC11A1 SLC8A1 SLC8A2 SLC8A3 SMCR8 SMG8 SMPD1 SNCA SNF8 SNX6 SNX9 SOCS4 SOCS5 SOD1 SORL1 SPDYA SPRED1 SPRY1 SPRY2 SPRY3 SPRY4 SRC SRCIN1 STK11 STK38 STOX1 STRADA STRADB SYAP1 TAB1 TAB2 TAF7 TAOK2 TAOK3 TARBP2 TCIM TCL1A TCL1B TDGF1 TEK TELO2 TENM1 TESK1 TFAP4 TGFB1 TGFB2 TGFBR2 THBS1 THY1 TIE1 TIGAR TIRAP TLR3 TLR4 TLR6 TNF TNFRSF10A TNFRSF10B TNFRSF11A TNFSF11 TNFSF15 TOM1L1 TPD52L1 TPX2 TRAF2 TRAF4 TRAF6 TREM2 TRIB1 TRIB2 TRIB3 TRIM27 TSC2 TSG101 TSPYL2 TTBK1 TTN TXN TYRO3 UBASH3B UCHL1 UNC119 UVRAG VEGFA VPS25 WARS1 WASHC1 WDR81 WDR91 WNT5A WWTR1 XRCC5 XRCC6 YWHAG ZFP91 ZFYVE28 ZGPAT ZNF16 ZNF622 ZNF675 GOBP_REGULATION_OF_LAMELLIPODIUM_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_LAMELLIPODIUM_ASSEMBLY ABI2 ABI3 ACTR2 ACTR3 AKIRIN1 ARPC2 ATP7A AUTS2 AVIL BIN3 BRK1 CAPZB CARMIL2 CDC42 CLRN1 CYFIP1 DMTN EPHA2 FER FRMD7 FSCN1 HRG HSP90AA1 MIR196A1 MIR214 MSTN MTOR NCKAP1 OCLN PIK3CA PIK3R1 PLCE1 PLXNB3 RAC1 RAC2 SLIT2 TWF1 TWF2 WAS WASF2 WNT1 GOBP_REGULATION_OF_LAMELLIPODIUM_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_LAMELLIPODIUM_MORPHOGENESIS ARHGEF7 ARPIN CD44 CORO1B CORO1C ENPP2 KANK1 PDPN RREB1 SRC VIL1 GOBP_REGULATION_OF_LAMELLIPODIUM_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_LAMELLIPODIUM_ORGANIZATION ABI2 ABI3 ACTR2 ACTR3 AKIRIN1 ARHGEF7 ARPC2 ARPIN ATP7A AUTS2 AVIL BIN3 BRK1 CAPZB CARMIL1 CARMIL2 CD44 CDC42 CLRN1 CORO1B CORO1C CYFIP1 DMTN ENPP2 EPHA2 FER FRMD7 FSCN1 HRG HSP90AA1 KANK1 MIR196A1 MIR214 MSTN MTOR NCKAP1 OCLN PDPN PIK3CA PIK3R1 PLCE1 PLXNB3 RAC1 RAC2 RREB1 SLIT2 SRC TWF1 TWF2 VIL1 WAS WASF2 WNT1 GOBP_REGULATION_OF_LENS_FIBER_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_LENS_FIBER_CELL_DIFFERENTIATION CDKN1B CDKN1C FGF2 FOXE3 SPRED1 SPRED2 SPRED3 SPRY1 SPRY2 GOBP_REGULATION_OF_LEUKOCYTE_ADHESION_TO_ARTERIAL_ENDOTHELIAL_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_LEUKOCYTE_ADHESION_TO_ARTERIAL_ENDOTHELIAL_CELL ALOX5 KLF4 MIR92A1 TNF ZDHHC21 GOBP_REGULATION_OF_LEUKOCYTE_ADHESION_TO_VASCULAR_ENDOTHELIAL_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_LEUKOCYTE_ADHESION_TO_VASCULAR_ENDOTHELIAL_CELL ALOX5 CCL21 CCL25 CCL28 CCR2 CHST2 CHST4 CXCL12 ELANE ETS1 FUT4 FUT7 FUT9 GCNT1 GP1BA IL6 IRAK1 ITGA4 ITGB2 KLF4 MDK MIR125A MIR141 MIR146A MIR21 MIR221 MIR222 MIR31 MIR92A1 MIRLET7E MIRLET7G NFAT5 PTAFR RELA RHOA SELE SELP ST3GAL4 TNF TRAF6 ZDHHC21 GOBP_REGULATION_OF_LEUKOCYTE_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_LEUKOCYTE_APOPTOTIC_PROCESS ADA ADAM17 ADAM8 ANXA1 ARG2 AURKB AXL BAX BCL10 BCL11B BCL2 BCL2L1 BCL2L11 BCL3 BCL6 BIRC7 BMP4 BTK CCL19 CCL21 CCL5 CCR5 CCR7 CD27 CD274 CD3G CD74 CDKN2A CXCL12 CXCR2 DOCK8 EFNA1 FADD FNIP1 FOXP1 GAS6 GHSR GIMAP8 GPAM HCAR2 HCLS1 HIF1A HSH2D IDO1 IL10 IL2 IL7R IRF7 IRS2 ITPKB JAK3 KIFAP3 KITLG LGALS16 LGALS3 LGALS9 LILRB1 LYN MEF2C MERTK MIAT MIF MIR17HG MIR34A MIRLET7B NF1 NOC2L NOD2 ORMDL3 P2RX7 PDCD1 PIK3CB PIK3CD PIP PRELID1 PRKCQ PRKD2 PTCRA RAG1 RAPGEF2 RIPK3 SELENOS SIRT1 SLC39A10 SLC46A2 SLC7A11 ST3GAL1 ST6GAL1 TP53 TSC22D3 VHL WNT5A ZC3H8 GOBP_REGULATION_OF_LEUKOCYTE_CHEMOTAXIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_LEUKOCYTE_CHEMOTAXIS ADAM10 ADAM17 AIF1 AKIRIN1 ANO6 BST1 C1QBP C3AR1 C5 C5AR1 C5AR2 CALR CAMK1D CCL1 CCL19 CCL2 CCL21 CCL3 CCL4 CCL5 CCL7 CCN3 CCR1 CCR2 CCR6 CCR7 CD74 CMKLR1 CREB3 CSF1 CSF1R CX3CR1 CXCL10 CXCL12 CXCL13 CXCL17 CXCL8 CXCR2 CYP19A1 DAPK2 DDT DEFB124 DNM1L DPP4 DUSP1 EDN1 EDN2 EDN3 F2RL1 F7 FPR2 GAS6 GPR18 GPSM3 GREM1 HMGB1 IL12A IL23A IL34 IL4 IL6 IL6R JAM3 KLRC4-KLRK1 KLRK1 LBP LGALS9 LGMN LYN MAPK1 MAPK3 MCU MDK MICOS10-NBL1 MIF MIR223 MMP28 MOSPD2 MPP1 MSTN MTUS1 NBL1 NCKAP1L NEDD9 NOD2 OXSR1 PADI2 PGF PLA2G7 PRSS56 PTK2 PTK2B PTN RAC1 RAC2 RARRES2 RIN3 RIPOR2 S100A14 S100A7 SERPINE1 SLAMF1 SLAMF8 SLC8B1 SLIT2 SPI1 STAP1 STK39 SWAP70 THBS1 THBS4 TIRAP TMEM102 TNFAIP6 TNFSF14 TNFSF18 TRPV4 VEGFA VEGFB VEGFC VEGFD WNK1 WNT5A XCL1 XCL2 ZNF580 GOBP_REGULATION_OF_LEUKOCYTE_DEGRANULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_LEUKOCYTE_DEGRANULATION ADGRE2 ADORA2B AP1G1 BCR C12orf4 CCR2 CD177 CD300A CD84 CEACAM1 F2RL1 FCGR2B FER FES FGR FOXF1 GAB2 GATA1 GATA2 HLA-F IL13 IL13RA2 IL4 IL4R ITGAM ITGB2 KLRC2 LAMP1 LGALS9 LYN NCKAP1L PDPK1 PLA2G3 PRAM1 PTAFR RABGEF1 RAC2 SNX4 SPHK2 SPI1 STX4 STXBP1 STXBP2 SYK UNC13D VAMP7 VAMP8 GOBP_REGULATION_OF_LEUKOCYTE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_LEUKOCYTE_DIFFERENTIATION ABL1 ACIN1 ACTB ACTL6A ACTL6B ADA ADAM8 ADIPOQ AGER AMBRA1 ANXA1 AP3B1 AP3D1 APCS ARID1A ARID1B ARID2 ASCL2 AXL BAD BATF BCL6 BGLAP BMP4 BRAF BRD7 BTK BTN2A2 C1QC CAMK4 CARD11 CARTPT CASP8 CBFB CCL19 CCL3 CCR1 CCR2 CD101 CD2 CD27 CD28 CD4 CD46 CD74 CD80 CD83 CD86 CDK6 CEACAM1 CEBPB CLDN18 CLEC4G CLPTM1 CR1 CREB1 CRTAM CSF1 CTLA4 CTNNB1 CTNNBIP1 CUL4A CYP26B1 DCSTAMP DROSHA DTX1 DUSP10 EGR3 ERBB2 ERFE EVI2B FADD FANCA FANCD2 FBN1 FBXO7 FBXW7 FCGR2B FCRL3 FES FGL2 FOS FOXJ1 FOXN1 FOXO3 FOXP1 FOXP3 FSHB FSTL3 GAS6 GATA2 GATA3 GLI2 GLI3 GPR137 GPR137B GPR55 GPR68 HAX1 HCLS1 HLA-B HLA-DOA HLA-DRA HLA-DRB1 HLA-G HLX HMGB1 HOXA7 HSF1 IAPP ID2 IFNA2 IFNB1 IFNG IFNL1 IHH IKZF3 IL10 IL12B IL12RB1 IL15 IL15RA IL17A IL18 IL1RL2 IL2 IL20 IL23A IL23R IL27 IL2RA IL2RG IL34 IL36B IL4 IL4I1 IL4R IL5 IL7 IL7R INHA INHBA INPP5D IRF1 IRF4 IRF7 ITPKB JAK3 JUNB KAT2A KAT5 KITLG KLF10 KLHL25 LAG3 LEF1 LGALS1 LGALS3 LGALS9 LIF LILRB1 LILRB2 LILRB3 LILRB4 LOXL3 LRRC17 LTF LYN MAFB MALT1 MDK METTL3 MIR125B1 MIR145 MIR17HG MIR21 MIR223 MIR30B MIR486-1 MITF MMP14 MTOR MYC NCKAP1L NDFIP1 NEDD9 NF1 NFAM1 NFKBID NFKBIZ NKAP NLRP3 NOTCH2 NRARP OCSTAMP PBRM1 PCID2 PCK1 PF4 PGLYRP1 PGLYRP2 PGLYRP3 PHF10 PIAS3 PIK3R1 PIK3R6 PLA2G3 PNP POU4F1 POU4F2 PPARGC1B PPP2R3C PPP3CA PRDM1 PRDX2 PRELID1 PRKCA PRKCZ PRKDC PRXL2A PSG9 PTPN2 PTPN6 PTPRC RAG1 RAG2 RARA RASGRP1 RASSF2 RB1 RC3H1 RC3H2 RHOA RHOH RIPK1 RIPK2 RNF41 ROR2 RPTOR RUNX1 RUNX3 SART1 SASH3 SFRP1 SH3RF1 SHB SHH SLAMF8 SLC46A2 SLC4A2 SLC9B2 SMAD7 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SOCS1 SOCS5 SOD1 SOS1 SOS2 SOX12 SOX13 SOX4 SPI1 SPINK5 STAT5B SYK TAL1 TBX21 TCF7 TCTA TESC TESPA1 TFE3 TGFB1 TGFBR2 TLR3 TLR4 TLR9 TMEM131L TMEM176A TMEM176B TMEM178A TMEM64 TNF TNFAIP6 TNFRSF11B TNFSF11 TNFSF18 TNFSF4 TNFSF9 TOB2 TOX TRAF6 TREM2 TRIB1 TYROBP UBASH3B VNN1 VSIR WNT10B XBP1 XRCC6 ZAP70 ZBTB1 ZBTB16 ZBTB46 ZBTB7B ZC3H12A ZC3H8 ZEB1 ZFP36L1 ZFP36L2 ZFPM1 ZMIZ1 ZNF675 ZNF683 GOBP_REGULATION_OF_LEUKOCYTE_MEDIATED_CYTOTOXICITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_LEUKOCYTE_MEDIATED_CYTOTOXICITY AGER AP1G1 ARG1 ARRB2 B2M CADM1 CD160 CD1A CD1B CD1C CD1D CD1E CD226 CEACAM1 CLEC12B CRK CRTAM CX3CR1 CXCL6 CYRIB DNASE1 DNASE1L3 F2RL1 FADD FCGR2B GFER HAVCR2 HFE HLA-A HLA-B HLA-C HLA-DRA HLA-DRB1 HLA-E HLA-F HLA-G HLA-H ICAM1 IL12A IL12B IL12RB1 IL18RAP IL21 IL23A IL23R IL7R ITGAM KIR2DL4 KLRB1 KLRC1 KLRC2 KLRC3 KLRC4 KLRC4-KLRK1 KLRD1 KLRK1 LAG3 LAMP1 LEP LGALS9 LILRB1 MICA MICB MR1 NCKAP1L NCR1 NCR3 NECTIN2 NOS2 P2RX7 PIK3R6 PPP3CB PTPRC PVR RAET1E RAET1G RAET1L RASGRP1 RIPK3 SERPINB4 SERPINB9 SH2D1A SLAMF6 SLC22A13 SPI1 STAP1 STAT5B STX7 TAP2 TGFB1 TYROBP ULBP1 ULBP2 ULBP3 VAV1 XCL1 GOBP_REGULATION_OF_LEUKOCYTE_MEDIATED_IMMUNITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_LEUKOCYTE_MEDIATED_IMMUNITY ADGRE2 ADORA2B AGER AHR AP1G1 APLF ARG1 ARID5A ARRB2 ATAD5 B2M BCL6 BCR BST2 BTK C12orf4 C17orf99 C3 C4BPA C4BPB CADM1 CAMK4 CCR2 CD160 CD177 CD1A CD1B CD1C CD1D CD1E CD226 CD28 CD300A CD40 CD46 CD55 CD80 CD81 CD84 CD96 CEACAM1 CLC CLCF1 CLEC12B CLEC4G CLEC7A CLNK CR1 CR1L CR2 CRK CRTAM CX3CR1 CXCL6 CYRIB DDX1 DDX21 DENND1B DHX36 DNASE1 DNASE1L3 DUSP22 EXOSC3 EXOSC6 F2RL1 FADD FBXO38 FCER2 FCGR1A FCGR2B FER FES FGR FOXF1 FOXJ1 FOXP3 FUT7 FZD5 GAB2 GATA1 GATA2 GATA3 GFER HAVCR2 HFE HLA-A HLA-B HLA-C HLA-DRA HLA-DRB1 HLA-DRB3 HLA-E HLA-F HLA-G HLA-H HMCES HMGB1 HPX HSPD1 ICAM1 IFNA2 IFNB1 IL10 IL12A IL12B IL12RB1 IL13 IL13RA2 IL18 IL18R1 IL18RAP IL1B IL1R1 IL2 IL20RB IL21 IL23A IL23R IL27RA IL4 IL4I1 IL4R IL6 IL7R ITGAM ITGB2 JAK3 KIR2DL4 KIT KLRB1 KLRC1 KLRC2 KLRC3 KLRC4 KLRC4-KLRK1 KLRD1 KLRK1 KMT5B KMT5C LAG3 LAMP1 LEP LGALS9 LILRB1 LILRB4 LTA LYN MAD2L2 MALT1 MAP3K7 MAVS MICA MICB MLH1 MR1 MSH2 NCKAP1L NCR1 NCR3 NDFIP1 NECTIN2 NLRP3 NOD2 NOS2 NSD2 P2RX7 PARP3 PAXIP1 PDPK1 PIK3R6 PLA2G3 PLCG2 PMS2 PPP3CB PRAM1 PRKCZ PTAFR PTPN6 PTPRC PVR RABGEF1 RAC2 RAET1E RAET1G RAET1L RASGRP1 RIF1 RIGI RIPK3 RSAD2 SASH3 SCIMP SERPINB4 SERPINB9 SH2D1A SH2D1B SHLD1 SHLD2 SHLD3 SLAMF1 SLAMF6 SLC15A4 SLC22A13 SMAD7 SNX4 SPHK2 SPI1 SPN STAP1 STAT5B STAT6 STX4 STX7 STXBP1 STXBP2 SUPT6H SUSD4 SVEP1 SYK TAP2 TBX21 TFRC TGFB1 THOC1 TICAM1 TICAM2 TLR3 TLR4 TLR9 TNF TNFRSF1B TNFSF13 TNFSF4 TP53BP1 TRAF2 TRAF6 TREM2 TRPM4 TYROBP ULBP1 ULBP2 ULBP3 UNC13D VAMP7 VAMP8 VAV1 WAS XCL1 ZBTB1 ZP3 GOBP_REGULATION_OF_LEUKOCYTE_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_LEUKOCYTE_MIGRATION ABL1 ABL2 ADA ADAM10 ADAM17 ADAM8 ADORA1 ADTRP AGER AIF1 AIRE AKIRIN1 AKT1 ANO6 ANXA1 APOD APP ASCL2 BCR BDKRB1 BMP5 BST1 C1QBP C3AR1 C5 C5AR1 C5AR2 CALR CAMK1D CCL1 CCL19 CCL2 CCL20 CCL21 CCL24 CCL25 CCL28 CCL3 CCL4 CCL5 CCL7 CCN3 CCR1 CCR2 CCR6 CCR7 CD200 CD200R1 CD300A CD47 CD74 CD81 CD9 CD99 CD99L2 CHST2 CHST4 CMKLR1 CNN2 CORO1A CREB3 CRK CRKL CSF1 CSF1R CX3CL1 CX3CR1 CXCL10 CXCL12 CXCL13 CXCL17 CXCL8 CXCR2 CXCR3 CYP19A1 DAPK2 DDT DEFB124 DNM1L DOCK8 DPP4 DUSP1 ECM1 EDN1 EDN2 EDN3 ELANE EMILIN1 F2RL1 F7 FADD FPR2 FUT4 FUT7 FUT9 GAS6 GCNT1 GCSAM GCSAML GP1BA GPR15LG GPR18 GPSM3 GREM1 HMGB1 HMOX1 HOXA7 ICAM1 IL12A IL1A IL1R1 IL23A IL27RA IL33 IL34 IL4 IL6 IL6R ITGA2 ITGA2B ITGA4 ITGB3 JAM2 JAM3 KITLG KLRC4-KLRK1 KLRK1 LBP LGALS3 LGALS9 LGMN LRCH1 LYN LYVE1 MADCAM1 MAPK1 MAPK3 MCU MDK MIA3 MICOS10-NBL1 MIF MIR128-1 MIR146A MIR223 MIR24-1 MMP14 MMP28 MOSPD2 MPP1 MSN MSTN MTUS1 MYD88 NBL1 NCKAP1L NEDD9 NF1 NOD2 OXSR1 P2RX4 P2RY12 PADI2 PDGFD PGF PIK3R1 PLA2G7 PLCB1 PLVAP PRSS56 PTAFR PTGER4 PTK2 PTK2B PTN PYCARD RABGEF1 RAC1 RAC2 RAC3 RARRES2 RHOA RIN3 RIPK3 RIPOR2 S100A14 S100A7 SELE SELENOK SELP SERPINE1 SLAMF1 SLAMF8 SLC8B1 SLIT2 SMPD3 SPI1 SPN SPNS2 ST3GAL4 STAP1 STK10 STK39 SWAP70 TACR1 THBS1 THBS4 THY1 TIRAP TMEM102 TNF TNFAIP6 TNFRSF14 TNFRSF18 TNFSF14 TNFSF18 TREM2 TRPV4 VEGFA VEGFB VEGFC VEGFD WASL WNK1 WNT5A XCL1 XCL2 XG ZNF580 ZP3 GOBP_REGULATION_OF_LEUKOCYTE_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_LEUKOCYTE_PROLIFERATION ADA AGER AHR AIF1 ANXA1 ARG1 ARG2 ATAD5 ATM BCL2 BCL2L1 BCL6 BID BMI1 BMP4 BST1 BST2 BTK BTN2A2 CARD11 CASP3 CBLB CCDC88B CCL19 CCL5 CCR2 CD1D CD209 CD22 CD24 CD274 CD276 CD28 CD300A CD320 CD38 CD3E CD40 CD40LG CD46 CD55 CD6 CD70 CD74 CD80 CD81 CD86 CDKN1A CEBPB CHRNB2 CLC CLCF1 CLEC4G CLECL1P CNN2 CORO1A CR1 CRP CRTAM CSF1 CSF1R CSF2 CSF2RA CSF2RB CTLA4 CTNNB1 DHPS DLG1 DLG5 DNAJA3 EBI3 EFNB1 ENPP3 EPHB2 EPO ERBB2 FADD FCGR2B FCGR3A FCRL3 FGF10 FOXJ1 FOXP3 GAL GLMN GPAM GPNMB GPR183 GREM1 GSTP1 HAVCR2 HES1 HHEX HHLA2 HLA-A HLA-DMB HLA-DPA1 HLA-DPB1 HLA-DRB1 HLA-E HLA-G HMGB1 ICOSLG IDO1 IGF1 IGF2 IGFBP2 IHH IKZF3 IL10 IL12A IL12B IL12RB1 IL13 IL15 IL18 IL1A IL1B IL2 IL20RB IL21 IL23A IL23R IL27 IL2RA IL33 IL34 IL4 IL4I1 IL5 IL5RA IL6 IL6ST IL7 INPP5D IRF1 IRS2 ITCH JAK2 KIT KITLG LEP LGALS3 LGALS9 LGALS9B LGALS9C LILRB1 LILRB2 LILRB4 LMO1 LRRC32 LST1 LYN MAD1L1 MAPK1 MAPK3 MAPK8IP1 MARCHF7 MEF2C MIF MIR181B1 MIR181C MIR185 MIR21 MIR30B MNDA MPL MYD88 MZB1 NCK1 NCK2 NCKAP1L NDFIP1 NF1 NFATC2 NMB NMBR OCSTAMP PAWR PDCD1LG2 PDE5A PELI1 PKN1 PLA2G2A PLA2G2D PLA2G2E PLA2G2F PLA2G5 PNP PPP3CA PRKAR1A PRKCQ PRLR PRNP PTH PTK2 PTPN22 PTPN6 PTPRC PYCARD RAC2 RASAL3 RASSF5 RC3H1 RIPK2 RIPK3 RPS3 SASH3 SCGB1A1 SCRIB SDC4 SELENOK SFTPD SH3RF1 SHH SLAMF1 SLC39A10 SLC4A2 SLC7A1 SOS1 SOS2 SOX11 SPN SPTA1 ST6GAL1 STAT5B STAT6 SYK TACR1 TFRC TGFBR2 TICAM1 TIRAP TLR4 TLR9 TMEM131L TMIGD2 TNFAIP3 TNFRSF13B TNFRSF13C TNFRSF14 TNFRSF1B TNFRSF21 TNFRSF4 TNFRSF9 TNFSF13B TNFSF18 TNFSF4 TNFSF8 TNFSF9 TRAF6 TSPAN32 TWSG1 TYK2 TYROBP VAV3 VCAM1 VSIG4 VSIR VTCN1 WNT3A XCL1 ZAP70 ZBTB7B ZNF335 ZP3 ZP4 GOBP_REGULATION_OF_LEUKOCYTE_TETHERING_OR_ROLLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_LEUKOCYTE_TETHERING_OR_ROLLING CCL21 CCL25 CCL28 CCR2 CHST2 CHST4 CXCL12 ELANE FUT4 FUT7 FUT9 GCNT1 GP1BA ITGA4 PTAFR SELE SELP ST3GAL4 GOBP_REGULATION_OF_LIGASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_LIGASE_ACTIVITY ANTKMT ATPSCKMT GCLM MID1IP1 NHEJ1 TFIP11 TMSB4X XRCC1 XRCC4 GOBP_REGULATION_OF_LIPASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_LIPASE_ACTIVITY ABL1 ABL2 ADRA1A AGTR1 ANG ANGPTL3 ANGPTL4 ANXA1 ANXA8 ANXA8L1 APOA2 APOA4 APOA5 APOC1 APOC2 APOC3 APOH ARF4 ARHGAP6 ARL1 AVPR1A AVPR1B BICD1 C5AR1 CCL5 CD86 EDNRA EGFR ESR1 FGF2 FGFR1 FGFR2 FGFR3 FLT1 GNA13 GNA15 GNAQ GPIHBP1 GPR55 HDAC9 HRAS HTR2A HTR2B ITK KIT LPAR1 LPAR2 LRP1 MIR138-1 MIR182 MIR590 NMUR1 NR1H2 NR1H3 P2RY12 P2RY6 PDGFRA PDGFRB PDPK1 PHB1 PHB2 PLA2G1B PLA2G5 PLA2R1 PLAA PLCB2 PLIN5 PNLIP PTH RASGRP1 RASGRP4 RGS2 RHOA RHOC S1PR4 SELE SNCA SORT1 TXK GOBP_REGULATION_OF_LIPID_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_LIPID_BIOSYNTHETIC_PROCESS ABCA2 ABCA3 ABCD1 ABCD2 ABCG1 ABCG4 ABHD6 ACADL ACADVL ACSL3 ADGRF5 ADM AKR1C3 AKT1 ANXA1 APOA4 APOA5 APOB APOC1 APOC2 APOC3 APOE AQP8 ARMC5 ASAH1 ASXL3 ATP1A1 AVIL AVP AVPR1A BGLAP BMP2 BMP5 BMP6 BRCA1 C3 CAPN2 CCDC3 CCN1 CD74 CEACAM1 CES1 CGA CHP1 CLCN2 CNEP1R1 CREB1 CREBL2 CTDNEP1 CYP27B1 CYP7A1 DAB2 DCAF5 DDX20 DGKQ DHH DKK3 DKKL1 EGR1 EIF6 ELOVL5 ENPP7 ERLIN1 ERLIN2 FABP3 FABP5 FBXW7 FGF1 FGF19 FGFR4 FITM2 FSHB GFI1 GIP GPER1 GPLD1 GPRC6A H6PD HSD17B13 HTR2A HTR2B HTR2C HULC IDH1 IFNG IGF1R IGFBP7 IL1A IL1B INS INSIG1 INSIG2 KAT2B KAT5 KLHL25 LDLR LEP LHCGR LPCAT1 LPCAT3 LPGAT1 MALRD1 MBTPS1 MBTPS2 MFSD2A MID1IP1 MIR1-1 MIR132 MIR182 MIR185 MIR204 MIR206 MIR29B1 MIR30C1 MIR33A MIR342 MIR548P MIR766 MIR9-1 MIR96 MIR98 MLST8 MLXIPL MTOR NFKB1 NR0B1 NR1D1 NR1H2 NR1H3 NR1H4 NR3C1 NR5A1 OGT ORMDL1 ORMDL2 ORMDL3 PCK1 PDE8B PDGFA PDGFB PDK4 PIBF1 PLA2G3 PLA2G6 PLIN5 PPARA PRKAA1 PRKCD PRKG1 PRMT3 PROX1 PTGS2 RAB38 RDH10 REST RGN RPTOR SAMD8 SCAP SCARB1 SEC14L2 SERPINA12 SF1 SIK1 SIRT1 SIRT2 SIRT3 SIRT4 SLC27A1 SLC45A3 SNAI1 SNAI2 SOD1 SORBS1 SPHK1 SPHK2 SREBF1 SREBF2 STAR STARD4 THRSP TNF TREX1 TRIB3 TSPO UBR4 WDTC1 WNT4 ZBTB20 GOBP_REGULATION_OF_LIPID_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_LIPID_CATABOLIC_PROCESS AADAC ABCB11 ABCD1 ABCD2 ABHD5 ACACB ADORA1 ADRA2A AKT1 AKT2 ALK ANGPTL3 APOA2 APOA4 APOA5 APOC1 APOC2 APOC3 BSCL2 CIDEA CIDEC CNR1 CPT1A CRTC3 DAGLB ENPP7 ETFBKMT FABP1 FGF21 FMC1 GPLD1 HCAR1 HCAR2 HPGD IDH1 IL1B INS IRS1 IRS2 LDLR LONP2 MFSD2A MLYCD MTLN PDE3B PIK3CG PLIN5 PNPLA2 PPARA PRKAA1 PRKCD PRKCE RARRES2 SCARB1 SCT SIRT6 SORL1 THRA TNF TWIST1 TYSND1 GOBP_REGULATION_OF_LIPID_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_LIPID_KINASE_ACTIVITY AGAP2 AMBRA1 ATG14 CCL19 CCL21 CCR7 CD19 DGKZ EEF1A1 EEF1A2 EPHA8 F2 FGF2 FGFR3 FGR FLT1 FLT3 IRS1 KIT MAPT NOD2 P2RY12 PDGFRA PDGFRB PIK3IP1 PIK3R1 PIK3R2 PIK3R3 PPP2R5A PRKD1 RB1 RBL1 RBL2 RUBCN TEK TGFB1 WASHC1 WDR81 WDR91 GOBP_REGULATION_OF_LIPID_LOCALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_LIPID_LOCALIZATION ABCA1 ABCA12 ABCA13 ABCA2 ABCA3 ABCA5 ABCA7 ABCA8 ABCB4 ABCG1 ABCG4 ABCG5 ABCG8 ABHD5 ACACB ACSL1 ACSL5 ADIPOQ AGT AGTR1 AKT1 AKT2 ANXA2 APOA1 APOA2 APOA4 APOB APOC1 APOC2 APOC3 APOC4 APOE ARV1 ATP8A1 ATP8A2 AVPR1B BMP6 C1QTNF1 C3 CAV1 CD36 CES1 CETP CIDEA CRH CRHR1 CRP CRY1 CRY2 CYP19A1 CYP4A11 CYP4F2 CYP8B1 DAB2 DBI DENND5B DISP3 EDN1 EEPD1 EGF EHD1 ENPP7 EPRS1 ERFE FABP3 FASLG FIS1 FITM1 FITM2 FURIN GAL GALR1 GDF9 GHRL GPS2 HILPDA IKBKE IL1A IL1B IL6 IRS2 ITGAV ITGB3 KDM5B LAMTOR1 LDLRAP1 LEP LIPG LPCAT3 LPL LRAT LRP1 MAP2K6 MIF MIR10B MIR128-1 MIR130B MIR144 MIR145 MIR146A MIR148A MIR17 MIR19B1 MIR206 MIR26A1 MIR27A MIR27B MIR301B MIR302A MIR30C1 MIR33A MIR33B MIR34A MIR613 MIR758 MIR9-1 MSR1 MYB NAXE NFKB1 NFKBIA NKX3-1 NMB NR1H2 NR1H3 NTSR1 NUS1 OSBPL11 OSBPL6 OSBPL8 P2RX4 P2RX7 PCSK9 PLA2G10 PLA2G3 PLA2G4A PLA2R1 PLIN2 PLIN3 PLIN5 PLTP PNPLA2 POMC PON1 PPARA PPARD PPARG PRAP1 PRELID1 PRKCD PRKN PTCH1 PTGES PTPN11 PTPN2 REN RETN RXRA SAR1B SCARB1 SCP2 SEC24A SHH SIRT1 SPP1 SREBF2 SSTR4 SURF4 SYK THBS1 TMEM30A TMF1 TNF TNFRSF11A TNFSF11 TREM2 TRIAP1 TSPO TTC39B VSTM2A YJEFN3 ZC3H12A ZDHHC8 GOBP_REGULATION_OF_LIPID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_LIPID_METABOLIC_PROCESS AADAC ABCA2 ABCA3 ABCA7 ABCB11 ABCD1 ABCD2 ABCG1 ABCG4 ABHD5 ABHD6 ACACB ACADL ACADVL ACER1 ACSL3 ADGRF1 ADGRF5 ADIPOQ ADIPOR1 ADM ADORA1 ADRA2A AGAP2 AKR1C3 AKT1 AKT2 ALK AMBRA1 ANGPTL3 ANGPTL8 ANXA1 APOA1 APOA2 APOA4 APOA5 APOB APOBEC1 APOC1 APOC2 APOC3 APOD APOE APPL2 AQP8 ARMC5 ARV1 ASAH1 ASXL3 ATG14 ATP1A1 AVIL AVP AVPR1A BBS4 BCL11B BGLAP BMP2 BMP5 BMP6 BRCA1 BSCL2 C1QTNF2 C3 CAPN2 CAV1 CCDC3 CCL19 CCL21 CCN1 CCR7 CD19 CD74 CEACAM1 CERS2 CES1 CGA CH25H CHP1 CHRM5 CIDEA CIDEB CIDEC CLCN2 CNEP1R1 CNR1 CPT1A CREB1 CREBL2 CRTC3 CTDNEP1 CYP27B1 CYP7A1 DAB2 DAGLB DCAF5 DDX20 DGKQ DGKZ DHH DISP3 DKK3 DKKL1 DNAJC15 DNAJC19 EDF1 EEF1A2 EGR1 EIF6 ELOVL5 ENPP7 EPHA8 EPHX2 ERFE ERLIN1 ERLIN2 ETFBKMT F2 FABP1 FABP3 FABP5 FBXW7 FGF1 FGF19 FGF2 FGF21 FGFR3 FGFR4 FGR FITM2 FLT1 FLT3 FMC1 FMO1 FMO2 FMO4 FMO5 FSHB GAL GFI1 GHSR GIP GNB3 GOLM1 GPER1 GPLD1 GPRC6A GPS2 H6PD HCAR1 HCAR2 HNF4A HPGD HSD17B13 HTR2A HTR2B HTR2C HULC ID2 IDH1 IFNG IGF1R IGFBP7 IL1A IL1B INS INSIG1 INSIG2 IRS1 IRS2 KAT2B KAT5 KIT KLHL25 LACTB LDLR LDLRAP1 LEP LHCGR LONP2 LPCAT1 LPCAT3 LPGAT1 MACROH2A1 MALRD1 MAPT MBOAT7 MBTPS1 MBTPS2 MFSD2A MID1IP1 MIR1-1 MIR132 MIR182 MIR185 MIR192 MIR204 MIR206 MIR29B1 MIR30C1 MIR33A MIR342 MIR548P MIR766 MIR9-1 MIR96 MIR98 MLST8 MLXIPL MLYCD MTLN MTMR1 MTMR2 MTMR3 MTMR4 MTMR9 MTOR NCOA2 NCOR1 NFKB1 NOD2 NPC2 NR0B1 NR1D1 NR1D2 NR1H2 NR1H3 NR1H4 NR3C1 NR4A3 NR5A1 OGT OPA3 ORMDL1 ORMDL2 ORMDL3 P2RY12 PANK2 PCK1 PDE3B PDE8B PDGFA PDGFB PDGFRA PDGFRB PDK1 PDK2 PDK3 PDK4 PHB2 PIBF1 PIK3CG PIK3IP1 PLA2G3 PLA2G6 PLCG2 PLIN5 PLPP1 PNPLA2 PPARA PPARD PPARG PPARGC1A PPP2R5A PRKAA1 PRKAG2 PRKCD PRKCE PRKD1 PRKG1 PRMT3 PROX1 PSAP PSAPL1 PTGS2 RAB38 RARRES2 RDH10 REST RGN RNF213 RORA RORC RPTOR RUBCN RUBCNL SAMD8 SCAP SCARB1 SCT SEC14L2 SERPINA12 SERPINA3 SF1 SIK1 SIRT1 SIRT2 SIRT3 SIRT4 SIRT6 SLC22A13 SLC27A1 SLC45A3 SNAI1 SNAI2 SNCA SOD1 SORBS1 SORL1 SOX9 SPHK1 SPHK2 SREBF1 SREBF2 STAR STARD4 STAT5B STUB1 TAFAZZIN TBL1XR1 TEK TGFB1 THRA THRSP TM6SF2 TNF TREM2 TREX1 TRIB3 TSPO TTC39B TWIST1 TYSND1 UBR4 UGT1A1 UGT1A8 WASHC1 WDTC1 WNT4 ZBTB20 ZFP69 ZMPSTE24 GOBP_REGULATION_OF_LIPID_STORAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_LIPID_STORAGE ABCA1 ABCG1 ABHD5 ACACB ALKBH7 APOB APOC4 C3 CD36 CES1 CIDEA CPT1A CRP EHD1 FBXW7 FITM1 FITM2 FTO HILPDA IKBKE IL6 ITGAV ITGB3 LEP LPL MIR10B MIR144 MIR146A MIR34A MSR1 NFKB1 NFKBIA NR1H2 NR1H3 OSBPL11 OSBPL8 PLA2G10 PLIN2 PLIN3 PLIN5 PNPLA2 PPARA PPARD PPARG PTPN2 SCARB1 SIRT1 SREBF1 SREBF2 TNF TREM2 TTC39B VSTM2A ZC3H12A GOBP_REGULATION_OF_LIPID_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_LIPID_TRANSPORT ABCA1 ABCA12 ABCA13 ABCA2 ABCA3 ABCA5 ABCA7 ABCA8 ABCB4 ABCG1 ABCG4 ABCG5 ABCG8 ACSL1 ACSL5 ADIPOQ AGT AGTR1 AKT1 AKT2 ANXA2 APOA1 APOA2 APOA4 APOC1 APOC2 APOC3 APOE ARV1 ATP8A1 ATP8A2 AVPR1B BMP6 C1QTNF1 CAV1 CES1 CETP CRH CRHR1 CRY1 CRY2 CYP19A1 CYP4A11 CYP4F2 CYP8B1 DAB2 DBI DENND5B DISP3 EDN1 EEPD1 EGF ENPP7 EPRS1 ERFE FABP3 FASLG FIS1 FURIN GAL GALR1 GDF9 GHRL GPS2 IL1A IL1B IRS2 ITGAV ITGB3 KDM5B LAMTOR1 LDLRAP1 LEP LIPG LPCAT3 LRAT LRP1 MAP2K6 MIF MIR128-1 MIR130B MIR144 MIR145 MIR148A MIR17 MIR19B1 MIR206 MIR26A1 MIR27A MIR27B MIR301B MIR302A MIR30C1 MIR33A MIR33B MIR34A MIR613 MIR758 MIR9-1 MYB NAXE NFKB1 NFKBIA NKX3-1 NMB NR1H2 NR1H3 NTSR1 NUS1 OSBPL6 P2RX4 P2RX7 PCSK9 PLA2G10 PLA2G3 PLA2G4A PLA2R1 PLTP POMC PON1 PPARA PPARG PRAP1 PRELID1 PRKCD PRKN PTCH1 PTGES PTPN11 REN RETN RXRA SAR1B SCP2 SEC24A SHH SIRT1 SPP1 SREBF2 SSTR4 SURF4 SYK THBS1 TMEM30A TMF1 TNFRSF11A TNFSF11 TREM2 TRIAP1 TSPO TTC39B YJEFN3 ZDHHC8 GOBP_REGULATION_OF_LIPID_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_LIPID_TRANSPORTER_ACTIVITY ADIPOQ APOA2 MIR30C1 MIR34A PPARG PRKCD GOBP_REGULATION_OF_LIPOPHAGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_LIPOPHAGY ADRB2 HTT SESN2 SPTLC1 SPTLC2 GOBP_REGULATION_OF_LIPOPOLYSACCHARIDE_MEDIATED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_LIPOPOLYSACCHARIDE_MEDIATED_SIGNALING_PATHWAY ACOD1 BMP6 CACTIN CARD16 CARD8 CD14 CD180 CD36 CD55 CX3CL1 DEFB114 DEFB118 LACRT LILRA2 LTF LY86 LY96 MIF NFKBIL1 PRDX2 PRKCA SASH1 SCIMP SIGIRR TNFAIP3 TRAF6 TRIB1 TRIM5 GOBP_REGULATION_OF_LIPOPROTEIN_LIPASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_LIPOPROTEIN_LIPASE_ACTIVITY ANGPTL3 ANGPTL4 APOA4 APOA5 APOC1 APOC2 APOC3 APOH GPIHBP1 HDAC9 MIR138-1 MIR182 MIR590 NR1H2 NR1H3 SORT1 GOBP_REGULATION_OF_LIPOPROTEIN_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_LIPOPROTEIN_METABOLIC_PROCESS ANGPTL8 APOD ATG101 ATG13 DBI GBA1 HHATL ITGAV ITGB3 LEP LIPG RAB3GAP1 RAB3GAP2 RABL3 RB1CC1 SVIP ULK1 GOBP_REGULATION_OF_LIPOPROTEIN_PARTICLE_CLEARANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_LIPOPROTEIN_PARTICLE_CLEARANCE ABCC8 ANXA2 APOC1 APOC2 APOC3 CNPY2 CSK FGF21 GPIHBP1 GPLD1 HNRNPK IL19 KHSRP LDLR LDLRAP1 LIPG LRPAP1 MIR128-1 MIR133A1 MIR144 MIR148A MIR17 MIR185 MIR199A1 MIR223 MIR27A MIR27B MIR302A MIR33A MIR33B MIR379 MIR96 MYLIP NR1H4 PCSK9 TREM2 GOBP_REGULATION_OF_LOCOMOTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_LOCOMOTION AAMP ABCC8 ABHD2 ABHD6 ABI3 ABL1 ABL2 ACE ACKR3 ACTA2 ACTG1 ACTN4 ACVR1 ACVR1B ACVR1C ACVRL1 ADA ADAM10 ADAM15 ADAM17 ADAM8 ADAM9 ADAMTS1 ADAMTS9 ADARB1 ADGRA2 ADGRB1 ADGRG1 ADGRG3 ADIPOQ ADIPOR1 ADORA1 ADORA3 ADRA2A ADTRP AFDN AGER AGO2 AGT AGTR2 AIF1 AIRE AJUBA AKAP12 AKIRIN1 AKT1 AKT2 AKT3 ALOX15B AMOT AMOTL1 AMOTL2 ANGPT1 ANGPT2 ANGPT4 ANGPTL3 ANO6 ANXA1 ANXA3 AP1AR APC APELA APOD APOE APOH APP APPL1 APPL2 AQP1 ARF6 ARHGAP18 ARHGAP4 ARHGAP5 ARHGDIB ARHGEF2 ARHGEF39 ARHGEF7 ARID2 ARID4A ARID4B ARPIN ARRDC3 ARSB ARTN ASCL2 ATM ATOH7 ATOH8 ATP1B2 ATP2B4 ATP5F1A ATP5F1B ATP7A ATP8A1 AZU1 BAG4 BBS1 BBS2 BBS4 BCAR1 BCAS3 BCL2 BCR BDKRB1 BEX4 BMERB1 BMP10 BMP2 BMP4 BMP5 BMP7 BMPER BMPR1A BMPR2 BRAF BRMS1 BRMS1L BST1 BST2 BVES C1QBP C1QTNF8 C3AR1 C5 C5AR1 C5AR2 C8orf44-SGK3 CADM4 CALR CAMK1D CAMK2A CAMK2B CAMSAP3 CAPN7 CARD10 CARMIL1 CARMIL2 CASR CASS4 CATSPER1 CAV1 CAVIN1 CBLL1 CCAR1 CCBE1 CCDC125 CCDC25 CCL1 CCL11 CCL19 CCL2 CCL20 CCL21 CCL24 CCL25 CCL26 CCL28 CCL3 CCL4 CCL5 CCL7 CCN1 CCN3 CCN4 CCR1 CCR2 CCR4 CCR6 CCR7 CD151 CD200 CD200R1 CD274 CD300A CD40 CD47 CD74 CD81 CD9 CD99 CD99L2 CDC42 CDH1 CDH11 CDH13 CDH5 CDK5 CDK6 CDKN1B CDKN2B-AS1 CEACAM1 CEACAM6 CEMIP CEP43 CERS2 CFAP20 CFAP206 CFAP45 CFAP69 CGA CHRD CHRM1 CHRM4 CHST2 CHST4 CIB1 CITED2 CLASP1 CLASP2 CLDN1 CLDN19 CLDN3 CLDN4 CLDN5 CLDN7 CLEC7A CLIC4 CLN3 CLXN CMKLR1 CNN2 COL1A1 COL3A1 CORO1A CORO1B CORO1C CORT CPNE3 CREB3 CRK CRKL CSF1 CSF1R CSF2 CSNK2B CTNNA1 CTNNA2 CTSH CX3CL1 CX3CR1 CXCL10 CXCL12 CXCL13 CXCL16 CXCL17 CXCL8 CXCR2 CXCR3 CXCR4 CYGB CYP19A1 CYP1B1 CYRIB DAAM2 DAB2 DAB2IP DACH1 DAG1 DAPK2 DAPK3 DCN DDR2 DDRGK1 DDT DEFB1 DEFB124 DLC1 DLG5 DLL4 DMTN DNAI3 DNAJA4 DNM1L DOCK1 DOCK10 DOCK4 DOCK5 DOCK7 DOCK8 DPEP1 DPP4 DPYSL3 DRD1 DRD2 DSCAM DUOX1 DUOX2 DUOXA2 DUSP1 DUSP10 DUSP22 DUSP3 ECM1 EDN1 EDN2 EDN3 EFNA1 EFNB2 EGF EGFR ELANE ELP3 ELP5 ELP6 EMC10 EMILIN1 EMILIN2 EMP2 ENG ENPP2 EPB41L4B EPB41L5 EPHA1 EPHA2 EPHA4 EPHB2 EPPIN EPPK1 ERBB4 ETS1 EVL F10 F2R F2RL1 F3 F7 FADD FAM107A FAM110C FAM83H FAM89B FBLN1 FBXO5 FBXO7 FBXW7 FER FERMT1 FERMT2 FERMT3 FES FEZF2 FGF1 FGF10 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFBP1 FGFR1 FGR FLCN FLNA FLRT2 FLT1 FLT4 FN1 FOXC2 FOXF1 FOXO3 FOXO4 FOXP1 FPR2 FRMD5 FSHB FUT1 FUT3 FUT4 FUT7 FUT9 FUZ FZD4 GAB1 GADD45A GAS2L2 GAS6 GATA2 GATA3 GCNT1 GCNT2 GCSAM GCSAML GDF2 GFUS GHRL GHSR GJA1 GLIPR2 GLUL GNA12 GNA13 GNAI2 GNB3 GNRH1 GP1BA GPER1 GPI GPLD1 GPNMB GPR15LG GPR173 GPR18 GPR183 GPSM3 GRB7 GREM1 GRN GSX2 GTPBP4 HACE1 HAS1 HAS2 HBEGF HDAC1 HDAC2 HDAC5 HDAC6 HDAC7 HDAC9 HGF HIF1A HMGB1 HMOX1 HOXA7 HRAS HRG HSPA5 HSPB1 HTR1D HYAL1 HYAL2 ICAM1 IFITM1 IFNG IGF1 IGF1R IGFBP3 IGFBP5 IGSF10 IL12A IL16 IL1A IL1B IL1R1 IL23A IL24 IL27RA IL33 IL34 IL4 IL6 IL6R ING1 ING2 INPP5F INS INSL3 INSM1 INSR IQCF1 IQSEC1 IRS2 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA6 ITGAV ITGAX ITGB1 ITGB1BP1 ITGB3 JAG1 JAK2 JAM2 JAM3 JCAD JUP KANK1 KDR KIF14 KIF20B KIF26A KIF2A KIF9 KIT KITLG KLF4 KLRC4-KLRK1 KLRK1 KRIT1 KRT16 KRT5 LAMA1 LAMA2 LAMA3 LAMA4 LAMA5 LAMB1 LAMC2 LBP LDB1 LDB2 LDLRAD4 LEF1 LGALS3 LGALS9 LGMN LGR6 LIMCH1 LMNA LMO4 LPAR1 LRCH1 LRIG2 LRP1 LRRC15 LRRK2 LYN LYVE1 MACF1 MACIR MADCAM1 MAGI2 MALAT1 MAP2K2 MAP2K3 MAP2K5 MAP3K3 MAP3K7 MAP4K4 MAPK1 MAPK14 MAPK15 MAPK3 MAPRE2 MARVELD3 MAZ MCAM MCC MCTP1 MCU MDK MDM2 MEAK7 MECP2 MEF2C MEGF8 MEOX2 MET MGAT3 MGAT5 MIA3 MICOS10-NBL1 MIEN1 MIF MIIP MINK1 MIR1-1 MIR101-1 MIR10A MIR10B MIR126 MIR128-1 MIR129-1 MIR1290 MIR1298 MIR130A MIR132 MIR133A1 MIR133B MIR135B MIR137 MIR138-1 MIR140 MIR143 MIR145 MIR146A MIR149 MIR150 MIR151A MIR152 MIR15A MIR15B MIR16-1 MIR181A2 MIR181B1 MIR181D MIR182 MIR185 MIR188 MIR1908 MIR193A MIR196A1 MIR199A1 MIR19B1 MIR200A MIR200B MIR200C MIR204 MIR205 MIR206 MIR208A MIR20A MIR21 MIR210 MIR212 MIR214 MIR218-1 MIR22 MIR221 MIR222 MIR223 MIR224 MIR2355 MIR23A MIR24-1 MIR26A1 MIR27A MIR27B MIR296 MIR29A MIR29B1 MIR29C MIR302C MIR30A MIR30C2 MIR31 MIR3173 MIR320A MIR329-1 MIR335 MIR338 MIR342 MIR34A MIR361 MIR362 MIR379 MIR410 MIR424 MIR448 MIR449A MIR451A MIR483 MIR487B MIR491 MIR492 MIR493 MIR494 MIR495 MIR497 MIR499A MIR503 MIR505 MIR518B MIR519D MIR520D MIR543 MIR551A MIR588 MIR590 MIR638 MIR640 MIR665 MIR711 MIR885 MIR892B MIR9-1 MIR92A1 MIR92B MIR93 MIR939 MIRLET7F1 MIRLET7G MITF MKKS MMP14 MMP2 MMP28 MMP7 MMP9 MMRN2 MOSPD2 MPP1 MSN MSTN MTA2 MTOR MTUS1 MYADM MYCBP2 MYD88 MYLK MYO1C MYOC MYOCD MYSM1 NAV3 NBL1 NCK1 NCKAP1L NDRG4 NEDD9 NEXMIF NEXN NF1 NF2 NFE2L2 NGFR NHERF1 NIPBL NISCH NKD1 NKX2-1 NKX6-1 NOD2 NODAL NOG NOS3 NOTCH1 NOVA2 NR2E1 NR2F2 NR4A3 NRG3 NRP1 NRP2 NSMF NTF3 NTN1 NTNG1 NTNG2 NTRK3 NUMB NUS1 OGT ONECUT1 ONECUT2 OSBPL8 OSGIN1 OXSR1 P2RX4 P2RY12 P2RY6 PADI2 PAK1 PARD6B PATZ1 PAX6 PDCD10 PDCD6 PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PDPK1 PDPN PECAM1 PFN1 PFN2 PGAM4 PGF PHACTR1 PHLDA2 PHLDB2 PHPT1 PIK3C2A PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R3 PIN1 PIP5KL1 PKN1 PKN2 PLA2G7 PLAA PLAU PLCB1 PLCG1 PLCG2 PLEKHG3 PLET1 PLG PLK2 PLP1 PLPP3 PLVAP PLXNA1 PLXNA2 PLXNA3 PLXNA4 PLXNB1 PLXNB2 PLXNB3 PLXNC1 PLXND1 PODN PODXL POSTN POU4F2 PPARG PPM1F PPP3CA PRAG1 PRCP PRDM14 PREX1 PRKCA PRKCE PRKD1 PRKD2 PRKG1 PRKX PROX1 PRR5L PRSS56 PTAFR PTEN PTGER4 PTGS2 PTK2 PTK2B PTN PTP4A1 PTPN2 PTPN23 PTPRC PTPRG PTPRJ PTPRK PTPRM PTPRO PTPRR PTPRT PTPRU PYCARD RAB11A RAB25 RABGEF1 RAC1 RAC2 RAC3 RACK1 RAF1 RAP2A RAP2B RAP2C RAPGEF2 RARRES2 RBBP4 RBBP7 RCC2 RDX RECK RELN RET RFFL RGCC RGN RHOA RHOB RHOC RHOD RHOJ RIGI RIN2 RIN3 RIPK3 RIPOR1 RIPOR2 RNASE10 RNF20 RNF41 ROBO1 ROBO2 ROBO3 ROBO4 ROCK1 ROCK2 ROR2 RPS6KB1 RRAS RRAS2 RREB1 RTN4 RUFY3 RYK S100A11 S100A14 S100A7 S1PR1 SAP130 SAP30 SAP30L SASH1 SCAI SCARB1 SCG2 SCRT1 SCRT2 SDC4 SDCBP SELE SELENOK SELP SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SEMG1 SEMG2 SERPINB3 SERPINE1 SERPINE2 SERPINF1 SFRP1 SFRP2 SGK1 SGK3 SH3BP1 SH3RF2 SHH SHTN1 SIN3A SIN3B SINHCAF SIRT1 SLAMF1 SLAMF8 SLC26A5 SLC8B1 SLIT1 SLIT2 SLK SLURP1 SMAD3 SMAD7 SMIM22 SMO SMOC2 SMPD3 SMURF2 SNAI1 SNAI2 SNCA SOD2 SORL1 SOX14 SOX9 SP1 SP100 SPAG9 SPARC SPATA13 SPHK1 SPI1 SPINT2 SPN SPNS2 SPOCK2 SPOCK3 SPRED1 SPRY2 SRC SRCIN1 SRF SRGAP1 SRGAP2 SRGAP2C SRGAP3 SRPX2 SSH1 SST SSX2IP ST3GAL4 ST6GAL1 STAP1 STARD13 STAT3 STAT5A STC1 STK10 STK24 STK26 STK39 STK4 STMN1 STX3 STX4 SUCNR1 SUDS3 SULF1 SUN2 SVBP SWAP70 SYDE1 SYNE2 SYNJ2BP TAC4 TACR1 TACR2 TACR3 TACSTD2 TAFA5 TALAM1 TBC1D24 TBCCD1 TBR1 TBX5 TBXA2R TCAF1 TCAF2 TDGF1 TEK TERT TET1 TEX101 TF TGFB1 TGFB2 TGFBR1 TGFBR2 THBS1 THBS4 THY1 TIAM1 TIE1 TIMP1 TIRAP TJP1 TLR4 TMEFF2 TMEM102 TMIGD1 TMIGD3 TMSB10 TMSB15A TMSB15B TMSB15C TMSB4X TMSB4Y TNC TNF TNFAIP6 TNFRSF14 TNFRSF18 TNFSF14 TNFSF18 TNN TNR TNXB TP53INP1 TPBG TPM1 TPPP2 TRADD TREM2 TRIB1 TRIM32 TRIP6 TRPV4 TTBK2 TTLL6 TUBB2B TWIST1 TWIST2 UBE2I ULK4 UNC5C UNC5D USP14 USP17L2 VASH1 VCL VEGFA VEGFB VEGFC VEGFD VIL1 VPS35 VSIR VTN WAS WASHC1 WASL WDPCP WDR62 WNK1 WNT11 WNT3 WNT3A WNT4 WNT5A WNT5B WNT7A XBP1 XCL1 XCL2 XG YTHDF1 YTHDF3 ZC3H12A ZEB2 ZMYND8 ZNF268 ZNF304 ZNF580 ZNF609 ZNF703 ZP3 GOBP_REGULATION_OF_LOCOMOTION_INVOLVED_IN_LOCOMOTORY_BEHAVIOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_LOCOMOTION_INVOLVED_IN_LOCOMOTORY_BEHAVIOR ARRDC3 DRD2 GHSR GNB3 MECP2 VPS35 GOBP_REGULATION_OF_LONG_CHAIN_FATTY_ACID_IMPORT_ACROSS_PLASMA_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_LONG_CHAIN_FATTY_ACID_IMPORT_ACROSS_PLASMA_MEMBRANE ACSL1 ACSL5 AKT1 AKT2 IRS2 THBS1 GOBP_REGULATION_OF_LONG_CHAIN_FATTY_ACID_IMPORT_INTO_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_LONG_CHAIN_FATTY_ACID_IMPORT_INTO_CELL ACSL1 ACSL5 AKT1 AKT2 EPRS1 FABP3 IRS2 THBS1 GOBP_REGULATION_OF_LONG_TERM_NEURONAL_SYNAPTIC_PLASTICITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_LONG_TERM_NEURONAL_SYNAPTIC_PLASTICITY APP CAMK2B DLG4 DRD2 EPHB2 GRIK2 GRM5 HRAS KCNJ10 KIT KRAS NETO1 NEURL1 NF1 NPTN RAB5A RAB8A SHANK3 SNCA SYNGAP1 SYNGR1 SYP GOBP_REGULATION_OF_LONG_TERM_SYNAPTIC_DEPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_LONG_TERM_SYNAPTIC_DEPRESSION ADCY8 ADORA1 AGER ARC CBLN1 FMR1 GRID2 IQSEC2 KCNB1 LILRB2 MAPT SHANK3 SORCS3 STAU2 GOBP_REGULATION_OF_LONG_TERM_SYNAPTIC_POTENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_LONG_TERM_SYNAPTIC_POTENTIATION ABL1 ADCY1 ADCY8 ADORA1 ADORA2A AGER AKAP5 APOE APP ARC CALB1 CALB2 CHRNA7 CX3CR1 CYP46A1 DRD2 EIF2AK4 EPHA4 EPHB2 FAM107A FXR1 GSK3B IGSF11 INS LGMN LILRB2 MIR30B MME NCSTN NF1 NSG1 PAIP2 PDE9A PRKAR1B PRNP PTN RELN SCGN SHANK3 SHISA7 SLC18A3 SQSTM1 STAU1 TYROBP YTHDF1 ZDHHC2 GOBP_REGULATION_OF_LOW_DENSITY_LIPOPROTEIN_PARTICLE_CLEARANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_LOW_DENSITY_LIPOPROTEIN_PARTICLE_CLEARANCE ABCC8 ANXA2 APOC3 CNPY2 CSK FGF21 HNRNPK IL19 KHSRP LDLR LDLRAP1 MIR133A1 MIR148A MIR17 MIR185 MIR199A1 MIR27A MIR27B MYLIP NR1H4 PCSK9 TREM2 GOBP_REGULATION_OF_LUNG_BLOOD_PRESSURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_LUNG_BLOOD_PRESSURE BMPR2 GCH1 MIR199A1 MIR27B SMAD3 GOBP_REGULATION_OF_LUTEINIZING_HORMONE_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_LUTEINIZING_HORMONE_SECRETION FOXL2 KISS1 LEP OPRK1 SMAD4 TACR2 GOBP_REGULATION_OF_LYASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_LYASE_ACTIVITY ACR ADCYAP1 ADGRV1 ADORA2B ADORA3 ADRB2 ADRB3 AKAP5 AVPR2 CACNA1C CACNA1D CALCR CAP1 CAP2 CCR2 CRHR1 DRD1 DRD2 DRD3 DRD5 EDNRA EDNRB ENSG00000290147 FSHR FTMT FXN GABBR2 GALR1 GIPR GLP1R GNAI2 GNAI3 GRM2 GRM3 GUCA1A GUCA1B ISCU LGR4 LGR5 LHCGR LTB4R2 MIR210 MTRR NF1 NOS1 NOS2 NOS3 ORAI1 P2RY11 PALM PARK7 PHPT1 RAF1 RD3 RXFP1 RXFP2 STIM1 TMIGD3 TSHR GOBP_REGULATION_OF_LYMPHANGIOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_LYMPHANGIOGENESIS CCBE1 EPHA2 FOXC1 MIR9-1 VASH1 VEGFC GOBP_REGULATION_OF_LYMPHOCYTE_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_LYMPHOCYTE_ACTIVATION ABL1 ABL2 ACTB ACTL6A ACTL6B ADA ADAM8 ADORA2A AGER AHR AIF1 AKIRIN2 AKT1 AMBRA1 ANXA1 AP1G1 AP3B1 AP3D1 APLF ARG1 ARG2 ARID1A ARID1B ARID2 ASCL2 ATAD5 ATM AXL B2M BAD BANK1 BATF BCL10 BCL2 BCL6 BID BLOC1S3 BLOC1S6 BMI1 BMP4 BRAF BRD7 BST1 BTK BTN2A2 CAMK4 CARD11 CASP3 CAV1 CBFB CBLB CCDC88B CCL19 CCL2 CCL21 CCL5 CCR2 CCR7 CD160 CD19 CD1D CD2 CD209 CD22 CD24 CD27 CD274 CD276 CD28 CD300A CD320 CD38 CD3E CD4 CD40 CD40LG CD46 CD47 CD5 CD55 CD6 CD70 CD74 CD80 CD81 CD83 CD86 CDKN1A CEACAM1 CEBPB CGAS CHRNB2 CLC CLCF1 CLEC4G CLEC7A CLECL1P CLNK CLPTM1 CORO1A CR1 CRTAM CSK CTLA4 CTNNB1 CTSG CYP26B1 CYRIB DAPL1 DCAF15 DHPS DLG1 DLG5 DNAJA3 DOCK8 DPP4 DROSHA DTX1 DUSP10 DUSP22 DUSP3 EBI3 EFNB1 EFNB2 EFNB3 EGR3 EPHB2 EPO ERBB2 EXOSC3 EXOSC6 FADD FANCA FANCD2 FBXO7 FCGR2B FCGR3A FCHO1 FCRL3 FGF10 FGL1 FGL2 FGR FLOT2 FOXJ1 FOXN1 FOXO3 FOXP3 FYN GAL GAS6 GATA3 GLI2 GLI3 GLMN GPAM GPNMB GPR183 HAVCR2 HES1 HFE HHLA2 HLA-A HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G HLX HMCES HMGB1 HSPD1 HSPH1 ICOS ICOSLG ID2 IDO1 IFNA2 IFNB1 IFNG IFNL1 IGF1 IGF2 IGFBP2 IHH IKZF3 IL10 IL12A IL12B IL12RB1 IL13 IL15 IL15RA IL18 IL1A IL1B IL1RL2 IL2 IL20RB IL21 IL23A IL23R IL27 IL27RA IL2RA IL2RG IL36B IL4 IL4I1 IL4R IL5 IL6 IL6ST IL7 IL7R ILDR2 INHA INHBA INPP5D IRF1 IRF4 IRS2 ITCH ITPKB JAK2 JAK3 JUNB KAT2A KAT5 KITLG KLHL25 KLRC1 KLRC2 KLRC3 KLRC4-KLRK1 KLRD1 KLRK1 KMT5B KMT5C LAG3 LAMP1 LAPTM5 LAT LAX1 LCK LEF1 LEP LGALS1 LGALS3 LGALS9 LGALS9B LGALS9C LILRB1 LILRB2 LILRB4 LMO1 LOXL3 LRRC32 LST1 LYN MAD1L1 MAD2L2 MALT1 MAP3K8 MAPK8IP1 MARCHF7 MDK MEF2C MERTK METTL3 MICA MIF MIR17HG MIR181C MIR185 MIR21 MIR27A MIR30B MLH1 MMP14 MNDA MPL MSH2 MTOR MYD88 MZB1 NCK1 NCK2 NCKAP1L NDFIP1 NEDD9 NFAM1 NFATC2 NFKBID NFKBIZ NKAP NLRP3 NOD2 NRARP NSD2 PAG1 PARP3 PAWR PAXIP1 PBRM1 PCID2 PCK1 PDCD1LG2 PDE5A PDPK1 PELI1 PGLYRP1 PGLYRP2 PGLYRP3 PHF10 PIBF1 PIK3CA PIK3R6 PKN1 PLA2G2A PLA2G2D PLA2G2E PLA2G2F PLA2G5 PMS2 PNP PPP2R3C PPP3CA PRDM1 PRDX2 PRELID1 PRKAR1A PRKCQ PRKCZ PRKDC PRLR PRNP PSG9 PTPN11 PTPN2 PTPN22 PTPN6 PTPRC PYCARD RAC2 RAG1 RAG2 RARA RASAL3 RASGRP1 RASSF5 RC3H1 RC3H2 RHBDD3 RHOA RHOH RIF1 RIPK2 RIPK3 RIPOR2 RNF41 RPS3 RUNX1 RUNX3 SAMSN1 SART1 SASH3 SCGB1A1 SCRIB SDC4 SELENOK SFRP1 SFTPD SH3KBP1 SH3RF1 SHB SHH SHLD1 SHLD2 SHLD3 SIRPA SIRPB1 SIRPG SIT1 SLAMF1 SLAMF8 SLC15A4 SLC39A10 SLC46A2 SLC4A2 SLC7A1 SMAD7 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SOCS1 SOCS5 SOCS6 SOD1 SOS1 SOS2 SOX11 SOX12 SOX13 SOX4 SPI1 SPINK5 SPN SPTA1 SRC STAT5B STAT6 SUPT6H SYK TACR1 TARM1 TBC1D10C TBX21 TCF7 TESPA1 TFRC TGFB1 TGFBR2 THEMIS2 THOC1 THY1 TICAM1 TICAM2 TIGIT TIRAP TLR4 TLR9 TMEM131L TMIGD2 TNFAIP3 TNFAIP8L2 TNFRSF13B TNFRSF13C TNFRSF14 TNFRSF1B TNFRSF21 TNFRSF4 TNFRSF9 TNFSF11 TNFSF13 TNFSF13B TNFSF14 TNFSF18 TNFSF4 TNFSF8 TNFSF9 TNIP2 TOX TP53BP1 TRAF6 TREX1 TSPAN32 TWSG1 TYK2 TYRO3 TYROBP VAV1 VAV3 VCAM1 VNN1 VSIG4 VSIR VTCN1 WNT10B WNT3A XBP1 XCL1 XRCC6 YES1 ZAP70 ZBTB1 ZBTB16 ZBTB7B ZC3H12A ZC3H8 ZEB1 ZFP36L1 ZFP36L2 ZMIZ1 ZNF335 ZNF683 ZP3 ZP4 GOBP_REGULATION_OF_LYMPHOCYTE_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_LYMPHOCYTE_APOPTOTIC_PROCESS ADA ADAM8 ARG2 AURKB BAX BCL10 BCL11B BCL2 BCL2L11 BCL3 BCL6 BIRC7 BMP4 BTK CCL5 CD27 CD274 CD3G CD74 DOCK8 EFNA1 FADD FNIP1 FOXP1 GIMAP8 GPAM HIF1A HSH2D IDO1 IL10 IL2 IL7R IRS2 JAK3 KIFAP3 LGALS16 LGALS3 LGALS9 LYN MIF MIR17HG NOC2L ORMDL3 P2RX7 PDCD1 PIP PRELID1 PRKCQ PRKD2 PTCRA RAG1 RIPK3 SLC39A10 SLC46A2 ST3GAL1 TP53 TSC22D3 VHL WNT5A ZC3H8 GOBP_REGULATION_OF_LYMPHOCYTE_CHEMOTAXIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_LYMPHOCYTE_CHEMOTAXIS ADAM10 ADAM17 CCL2 CCL21 CCL3 CCL4 CCL5 CCL7 CCR2 CXCL10 CXCL13 KLRC4-KLRK1 KLRK1 NEDD9 OXSR1 PADI2 PTK2B S100A7 SLC8B1 STK39 TMEM102 TNFSF14 WNK1 WNT5A XCL1 XCL2 GOBP_REGULATION_OF_LYMPHOCYTE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_LYMPHOCYTE_DIFFERENTIATION ABL1 ACTB ACTL6A ACTL6B ADA ADAM8 AMBRA1 ANXA1 AP3B1 AP3D1 ARID1A ARID1B ARID2 ASCL2 AXL BAD BATF BCL6 BMP4 BRAF BRD7 BTK BTN2A2 CAMK4 CARD11 CBFB CCL19 CCR2 CD2 CD27 CD28 CD46 CD74 CD80 CD83 CD86 CLEC4G CLPTM1 CR1 CRTAM CTLA4 CYP26B1 DROSHA DTX1 DUSP10 EGR3 ERBB2 FANCA FANCD2 FBXO7 FCRL3 FGL2 FOXJ1 FOXN1 FOXO3 FOXP3 GAS6 GATA3 GLI2 GLI3 HLA-DOA HLA-DRA HLA-DRB1 HLA-G HLX HMGB1 ID2 IFNA2 IFNB1 IFNG IFNL1 IHH IKZF3 IL10 IL12B IL12RB1 IL15 IL15RA IL18 IL1RL2 IL2 IL23A IL23R IL27 IL2RA IL2RG IL36B IL4 IL4I1 IL4R IL7 IL7R INHA INHBA INPP5D IRF1 IRF4 ITPKB JAK3 JUNB KAT2A KAT5 KLHL25 LAG3 LEF1 LGALS9 LILRB2 LILRB4 LOXL3 MALT1 MDK METTL3 MIR17HG MIR21 MIR30B MMP14 NCKAP1L NDFIP1 NFAM1 NFKBID NFKBIZ NKAP NLRP3 NRARP PBRM1 PCID2 PCK1 PGLYRP1 PGLYRP2 PGLYRP3 PHF10 PIK3R6 PNP PPP2R3C PRDM1 PRDX2 PRELID1 PRKCZ PRKDC PSG9 PTPN2 PTPN6 PTPRC RAG1 RAG2 RARA RASGRP1 RC3H1 RC3H2 RHOA RHOH RIPK2 RNF41 RUNX1 RUNX3 SART1 SASH3 SFRP1 SH3RF1 SHB SHH SLAMF8 SLC46A2 SLC4A2 SMAD7 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SOCS1 SOCS5 SOD1 SOS1 SOS2 SOX12 SOX13 SOX4 SPI1 SPINK5 STAT5B SYK TBX21 TCF7 TESPA1 TGFBR2 TLR9 TMEM131L TNFSF18 TNFSF4 TNFSF9 TOX VNN1 VSIR WNT10B XBP1 XRCC6 ZAP70 ZBTB1 ZBTB16 ZBTB7B ZC3H12A ZC3H8 ZEB1 ZFP36L1 ZFP36L2 ZMIZ1 ZNF683 GOBP_REGULATION_OF_LYMPHOCYTE_MEDIATED_IMMUNITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_LYMPHOCYTE_MEDIATED_IMMUNITY AGER AHR AP1G1 APLF ARG1 ARID5A ARRB2 ATAD5 B2M BCL6 BTK C17orf99 C3 C4BPA C4BPB CADM1 CCR2 CD160 CD1A CD1B CD1C CD1D CD1E CD226 CD28 CD40 CD46 CD55 CD80 CD81 CD96 CEACAM1 CLC CLCF1 CLEC12B CLEC4G CLNK CR1 CR1L CR2 CRK CRTAM CYRIB DENND1B DUSP22 EXOSC3 EXOSC6 FADD FBXO38 FCER2 FCGR1A FCGR2B FOXJ1 FOXP3 FUT7 FZD5 GATA3 GFER HAVCR2 HFE HLA-A HLA-B HLA-C HLA-DRA HLA-DRB1 HLA-DRB3 HLA-E HLA-F HLA-G HLA-H HMCES HMGB1 HPX HSPD1 IFNA2 IFNB1 IL10 IL12A IL12B IL12RB1 IL18 IL18R1 IL18RAP IL1B IL1R1 IL2 IL20RB IL21 IL23A IL23R IL27RA IL4 IL4I1 IL6 IL7R KIR2DL4 KLRB1 KLRC1 KLRC2 KLRC3 KLRC4 KLRC4-KLRK1 KLRD1 KLRK1 KMT5B KMT5C LAG3 LAMP1 LEP LGALS9 LILRB1 LILRB4 LTA MAD2L2 MALT1 MAP3K7 MICA MICB MLH1 MR1 MSH2 NCKAP1L NCR1 NCR3 NDFIP1 NECTIN2 NLRP3 NOD2 NSD2 P2RX7 PARP3 PAXIP1 PIK3R6 PMS2 PPP3CB PRKCZ PTPN6 PTPRC PVR RAET1E RAET1G RAET1L RASGRP1 RIF1 RIPK3 RSAD2 SASH3 SERPINB4 SERPINB9 SH2D1A SH2D1B SHLD1 SHLD2 SHLD3 SLAMF1 SLAMF6 SLC15A4 SLC22A13 SMAD7 SPN STAT5B STAT6 STX7 SUPT6H SUSD4 SVEP1 TAP2 TBX21 TFRC TGFB1 THOC1 TNF TNFRSF1B TNFSF13 TNFSF4 TP53BP1 TRAF2 TRAF6 TREM2 TRPM4 ULBP1 ULBP2 ULBP3 VAV1 WAS XCL1 ZBTB1 ZP3 GOBP_REGULATION_OF_LYMPHOCYTE_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_LYMPHOCYTE_MIGRATION ABL1 ABL2 ADAM10 ADAM17 ADAM8 ADTRP AIF1 AIRE AKT1 APOD APP ASCL2 CCL2 CCL20 CCL21 CCL3 CCL4 CCL5 CCL7 CCR2 CCR6 CD200 CD200R1 CD99L2 CORO1A CRK CRKL CXCL10 CXCL12 CXCL13 DOCK8 ECM1 FADD GCSAM GCSAML GPR15LG IL27RA ITGA4 ITGB3 JAM2 KLRC4-KLRK1 KLRK1 LRCH1 MADCAM1 MIA3 MSN NEDD9 OXSR1 PADI2 PTK2B PYCARD RHOA RIPK3 RIPOR2 S100A7 SELENOK SLC8B1 SPN SPNS2 STK10 STK39 TMEM102 TNFRSF14 TNFSF14 WASL WNK1 WNT5A XCL1 XCL2 GOBP_REGULATION_OF_LYMPHOID_PROGENITOR_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_LYMPHOID_PROGENITOR_CELL_DIFFERENTIATION ANKLE1 FLCN FNIP1 HES1 HES5 NOTCH1 NUDT21 PCID2 SOS1 SOS2 ZBTB1 ZNHIT1 GOBP_REGULATION_OF_LYSOSOMAL_LUMEN_PH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_LYSOSOMAL_LUMEN_PH ATP6AP1 ATP6AP2 ATP6V0A1 ATP6V0B ATP6V0C ATP6V1A ATP6V1D ATP6V1F ATP6V1H CCDC115 CLN3 CLN5 CLN6 CREG1 GRN LRRK2 OCA2 PPT1 RNASEK SLC45A2 SNAPIN SPNS1 TASL TCIRG1 TMEM106B TMEM165 TMEM175 TMEM199 TMEM9 VPS33A GOBP_REGULATION_OF_LYSOSOMAL_PROTEIN_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_LYSOSOMAL_PROTEIN_CATABOLIC_PROCESS ATP13A2 GBA1 LAPTM4B LDLR LRP1 LRP2 MARCHF2 MFSD8 MGAT3 USP8 VPS35 GOBP_REGULATION_OF_LYSOSOME_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_LYSOSOME_ORGANIZATION BECN1 FLCN FNIP1 GRN IRGM LAPTM4B MCOLN1 MTOR PPP3CB SCARB2 TMEM106B TREX1 GOBP_REGULATION_OF_LYSOSOME_SIZE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_LYSOSOME_SIZE BLOC1S1 BLOC1S2 BORCS5 BORCS6 BORCS7 BORCS8 KXD1 SNAPIN GOBP_REGULATION_OF_L_GLUTAMATE_IMPORT_ACROSS_PLASMA_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_L_GLUTAMATE_IMPORT_ACROSS_PLASMA_MEMBRANE ARL6IP1 ARL6IP5 ATP1A2 ITGB1 PER2 PSEN1 SLC17A8 TNF GOBP_REGULATION_OF_MACROAUTOPHAGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MACROAUTOPHAGY ADCY10 ADRB2 AKT1 AMBRA1 ATG12 ATG14 ATG2A ATG5 ATP13A2 ATP6V0A1 ATP6V0A2 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1C2 ATP6V1D ATP6V1E1 ATP6V1E2 ATP6V1G1 ATP6V1G2 ATP6V1H BAG3 BECN1 BNIP3 BNIP3L C9orf72 CALCOCO2 CAPN1 CAPNS1 CASP3 CDK5 CDK5R1 CERS1 CLEC16A CLN3 DCN EHMT2 ELAPOR1 EPM2A ERN1 EXOC1 EXOC4 EXOC7 EXOC8 FEZ1 FEZ2 FYCO1 GAPDH GBA1 GNAI3 GPSM1 HDAC6 HIF1A HMOX1 HSPB8 HTT IKBKG IL4 IRGM KDR LACRT LARP1 LRRK2 LRSAM1 LZTS1 MAP3K7 MAPK3 MAPK8 MOAP1 MTM1 MTMR8 MTOR NEDD4 NOD1 NOD2 NPC1 NRBP2 NUPR1 OPTN PAFAH1B2 PHF23 PIK3C3 PIK3CA PIK3R4 PIM2 PINK1 PIP4K2A PIP4K2B PIP4K2C POLDIP2 PRKAA2 PRKACA QSOX1 RAB3GAP1 RAB3GAP2 RALB RHEB RIPK2 RNF31 RNF41 RUBCN RUFY4 SCFD1 SCOC SEC22B SESN1 SESN2 SESN3 SH3GLB1 SIRT1 SLC25A4 SLC25A5 SMCR8 SNX18 SNX30 SNX32 SNX4 SNX5 SNX6 SNX7 SPTLC1 SPTLC2 STING1 SUPT5H TBC1D25 TBK1 TECPR1 TIGAR TMEM39A TOM1 TP53 TRIM13 TSC1 TSC2 UBQLN1 UBQLN2 UBQLN4 UCHL1 ULK1 USP30 USP36 UVRAG VDAC1 VPS13C VPS13D VPS26A VPS26B VPS35 WAC WDR24 WDR45 WIPI1 GOBP_REGULATION_OF_MACROPHAGE_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MACROPHAGE_ACTIVATION ADGRF5 ATM BPI CCL3 CD200 CD74 CD84 CEBPA CST7 CTSC CX3CL1 FCGR2B GPR137B GRN HAMP HAVCR2 HSPD1 IL10 IL13 IL1RL1 IL31RA IL33 IL4 IL4R IL6 IRGM KARS1 LBP LDLR LRFN5 LRRK2 MFHAS1 MIF MIR128-1 MIR130A MIR142 MIR145 MMP8 MYO18A NR1D1 NR1H3 PJA2 PLA2G10 PLA2G4A PTPRC RORA SHPK SNCA SPACA3 SPHK1 STAP1 SYT11 TAFA3 THBS1 TLR4 TLR6 TNIP2 TREM2 TTBK1 VSIG4 WNT5A ZC3H12A GOBP_REGULATION_OF_MACROPHAGE_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MACROPHAGE_APOPTOTIC_PROCESS CCR5 CDKN2A GHSR IRF7 MEF2C MIAT MIRLET7B NOD2 SELENOS SIRT1 ST6GAL1 GOBP_REGULATION_OF_MACROPHAGE_CHEMOTAXIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MACROPHAGE_CHEMOTAXIS AKIRIN1 C3AR1 C5 C5AR1 CCL5 CMKLR1 CSF1 CSF1R CXCL17 CYP19A1 DDT IL34 MAPK1 MAPK3 MDK MIF MMP28 MSTN MTUS1 PTK2 PTK2B RARRES2 SLAMF1 SLAMF8 STAP1 THBS1 TNFSF18 TRPV4 GOBP_REGULATION_OF_MACROPHAGE_DERIVED_FOAM_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MACROPHAGE_DERIVED_FOAM_CELL_DIFFERENTIATION ABCA1 ABCA5 ABCG1 ADIPOQ AGT AGTR1 ALOX15B APOB CD36 CETP CRP CSF1 CSF2 IL18 ITGAV ITGB3 LPL MAPK9 MIR130B MIR185 MSR1 NFKB1 NFKBIA NR1H2 NR1H3 PF4 PLA2G10 PLA2G2A PLA2G3 PLA2G5 PPARA PPARG PRKCH GOBP_REGULATION_OF_MACROPHAGE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MACROPHAGE_DIFFERENTIATION ADIPOQ C1QC CASP8 CSF1 FADD GATA2 HCLS1 HSF1 ID2 IL34 INHA INHBA LIF MIR145 MIR223 MIR486-1 PF4 PRKCA PTPN2 RB1 RIPK1 ROR2 TGFB1 TRIB1 ZBTB46 GOBP_REGULATION_OF_MACROPHAGE_FUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MACROPHAGE_FUSION ADAM9 DCSTAMP OCSTAMP TREM2 TYROBP GOBP_REGULATION_OF_MACROPHAGE_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MACROPHAGE_MIGRATION AKIRIN1 BCR C3AR1 C5 C5AR1 CCL3 CCL5 CCR2 CD200 CD200R1 CD81 CD9 CMKLR1 CNN2 CSF1 CSF1R CX3CL1 CX3CR1 CXCL17 CYP19A1 DDT EMILIN1 IL34 MAPK1 MAPK3 MDK MIF MIR128-1 MIR24-1 MMP14 MMP28 MSTN MTUS1 P2RX4 P2RY12 PTK2 PTK2B RARRES2 SLAMF1 SLAMF8 STAP1 THBS1 TNFSF18 TREM2 TRPV4 GOBP_REGULATION_OF_MACROPHAGE_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MACROPHAGE_PROLIFERATION CSF1R IL33 IL34 MAPK1 MAPK3 MIR181B1 PTK2 GOBP_REGULATION_OF_MAINTENANCE_OF_SISTER_CHROMATID_COHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MAINTENANCE_OF_SISTER_CHROMATID_COHESION ATRX BUB1 MACROH2A1 NAA10 NSMCE2 SLF1 SLF2 SMC5 TNKS GOBP_REGULATION_OF_MALE_GONAD_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MALE_GONAD_DEVELOPMENT CITED2 DHX37 DMRT1 NR5A1 SOX9 SRY WNT4 WT1 ZFPM2 GOBP_REGULATION_OF_MAMMARY_GLAND_EPITHELIAL_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MAMMARY_GLAND_EPITHELIAL_CELL_PROLIFERATION BAX BRCA2 CCND1 DEAF1 GATA3 GPX1 HOXA5 IQGAP3 KDM5B PHB2 PYGO2 ROBO1 RREB1 RTN4 ZNF703 GOBP_REGULATION_OF_MAP_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MAP_KINASE_ACTIVITY ADAM8 ADAM9 ADIPOQ ADRA2A AGT AIDA APOE ARHGEF5 BMP2 CAV3 CBLC CCL19 CD24 CD300A CD40 CDK12 CDK5RAP3 DAB2IP DEFB114 DIRAS1 DIRAS2 DKK1 DNAJA1 DRD4 DUSP1 DUSP10 DUSP16 DUSP19 DUSP7 DVL2 DVL3 EDN1 EDN3 EGF EGFR ELANE EPGN ERBB2 ERN1 ERP29 EZH2 FGF1 FGF16 FGF18 FGF2 FGFR1 FLT1 FLT3 FZD10 GBA1 GH1 GHR GSTP1 HGS HIPK3 HRAS HTR2B HYAL2 IL1B IL34 INPP5K INSR IRAK1 IRAK3 KIT KSR1 LAX1 LRRK2 LYN MAP2K5 MAP2K7 MAP3K10 MAP3K11 MAP3K12 MAP3K13 MAP3K4 MAP3K5 MAP3K7 MAP4K2 MAPK8IP1 MIR218-1 MIR92A1 MST1R NEK10 NF1 NOD2 NPPA NTF3 NTRK3 PAK1 PAQR3 PDCD10 PDCD4 PDGFA PDGFB PDGFC PDGFD PDGFRB PIK3CB PIK3CG PIK3R5 PIK3R6 PLA2G1B PPARG PPEF2 PRKCD PTPN1 PTPN22 PTPRJ RASGRP1 RGS14 RGS2 ROBO1 RPS3 S100A12 SASH1 SERPINB3 SMPD1 SNF8 SORL1 SPRY1 SPRY2 SPRY3 SPRY4 STK38 TAOK3 TDGF1 TENM1 TGFB1 THBS1 TLR4 TLR6 TNF TNFRSF11A TNFSF11 TPD52L1 TRAF2 TRAF6 TRIB1 TRIB2 TRIB3 TSG101 UCHL1 VEGFA WNT5A ZNF675 GOBP_REGULATION_OF_MAST_CELL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MAST_CELL_ACTIVATION ADGRE2 ADORA2B C12orf4 CD226 CD300A CD300LF CD84 CNR1 CNR2 CRLF2 ENPP3 FER FES FGR FOXF1 GAB2 GATA1 GATA2 HAVCR1 IL13 IL13RA2 IL4 IL4R LGALS9 LYN MILR1 NECTIN2 NR4A3 PDPK1 PLA2G3 PLSCR1 PTPN6 RABGEF1 RAC2 SNX4 SPHK2 STXBP1 STXBP2 SYK TSLP UNC13D VAMP7 VAMP8 GOBP_REGULATION_OF_MAST_CELL_ACTIVATION_INVOLVED_IN_IMMUNE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MAST_CELL_ACTIVATION_INVOLVED_IN_IMMUNE_RESPONSE ADGRE2 ADORA2B C12orf4 CD300A CD84 ENPP3 FER FES FGR FOXF1 GAB2 GATA1 GATA2 IL13 IL13RA2 IL4 IL4R LGALS9 LYN PDPK1 PLA2G3 PTPN6 RABGEF1 RAC2 SNX4 SPHK2 STXBP1 STXBP2 SYK UNC13D VAMP7 VAMP8 GOBP_REGULATION_OF_MAST_CELL_CHEMOTAXIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MAST_CELL_CHEMOTAXIS PGF RAC2 RIN3 SWAP70 VEGFA VEGFB VEGFC VEGFD GOBP_REGULATION_OF_MATRIX_METALLOPEPTIDASE_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MATRIX_METALLOPEPTIDASE_SECRETION CD200 MIR146A MIR199A1 MIR19A MIR19B1 MIR29B1 MIR766 RAP1GDS1 SLC12A2 TLR2 TLR4 GOBP_REGULATION_OF_MDA_5_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MDA_5_SIGNALING_PATHWAY ANKRD17 C1QBP DDX60 DHX58 RIOK3 TKFC USP17L2 GOBP_REGULATION_OF_MEGAKARYOCYTE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MEGAKARYOCYTE_DIFFERENTIATION CIB1 CNOT4 EIF6 FAXDC2 GABPA GATA2 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HMGB2 L3MBTL1 LOX MEF2C MIR486-1 MTURN MYB PF4 PITHD1 PRMT1 PRMT6 RAB7B RBM15 RCOR1 SCIN TESC THPO ZNF16 GOBP_REGULATION_OF_MEIOTIC_CELL_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MEIOTIC_CELL_CYCLE ANAPC1 ANAPC10 ANAPC11 ANAPC13 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 ASPM CALR CDC16 CDC20 CDC23 CDC25A CDC25B CDC25C CDC26 CDC27 CHFR CNTD1 DMRT1 DUSP1 FBXO43 FBXO5 FZR1 GPR3 HORMAD1 INSR LFNG LIF MAPK15 MEIOC MEIOSIN METTL3 MOS MSX1 MSX2 NANOS2 NPM2 NPPC NPR2 OOEP OVOL1 PDE3A PIWIL2 PKMYT1 PLCB1 PRDM7 PRDM9 PSMA8 RAD1 RAD51AP1 RBM46 RPS6KA2 SIRT2 SPATA22 STRA8 TRIP13 TTK UBE2B WEE2 WNT4 WNT5A YTHDC2 GOBP_REGULATION_OF_MEIOTIC_CELL_CYCLE_PHASE_TRANSITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MEIOTIC_CELL_CYCLE_PHASE_TRANSITION CDC25A CDC25B CDC25C CHFR MAPK15 MOS OVOL1 PKMYT1 TTK USP17L2 GOBP_REGULATION_OF_MEIOTIC_NUCLEAR_DIVISION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MEIOTIC_NUCLEAR_DIVISION CALR CDC20 DMRT1 FBXO43 FBXO5 FZR1 GPR3 HORMAD1 LIF MEIOSIN MOS MSX1 MSX2 NANOS2 NPM2 NPR2 OOEP PDE3A PIWIL2 PLCB1 PRDM7 PRDM9 PSMA8 RAD1 RAD51AP1 RPS6KA2 SIRT2 STRA8 TRIP13 UBE2B WEE2 WNT4 WNT5A GOBP_REGULATION_OF_MELANOCYTE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MELANOCYTE_DIFFERENTIATION ADAMTS20 ADAMTS9 BCL2 GNA11 KITLG ZEB2 GOBP_REGULATION_OF_MEMBRANE_DEPOLARIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MEMBRANE_DEPOLARIZATION ABCD1 ADCY10 ANK3 BCL2 BOK CACNA1G CAMK2D CAV3 DCN FHL1 FZD9 GCLC GCLM GJA5 GPD1L HCN1 HCN2 HCN3 HCN4 HSH2D IFI6 KDR LRRK2 MIR1-1 MIR208A MIR26A1 MLLT11 MYOC NEDD4L NTSR1 P2RX7 PARP1 PPP2R3C PTPN3 RACK1 RANGRF SCN10A SCN1B SCN2B SCN3B SCN5A SLMAP SMAD7 SRC TBX5 TRPM4 TSPO GOBP_REGULATION_OF_MEMBRANE_DEPOLARIZATION_DURING_ACTION_POTENTIAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MEMBRANE_DEPOLARIZATION_DURING_ACTION_POTENTIAL ANK3 CAV3 MIR208A PTPN3 RANGRF SLMAP GOBP_REGULATION_OF_MEMBRANE_DEPOLARIZATION_DURING_CARDIAC_MUSCLE_CELL_ACTION_POTENTIAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MEMBRANE_DEPOLARIZATION_DURING_CARDIAC_MUSCLE_CELL_ACTION_POTENTIAL ANK3 CAV3 MIR208A RANGRF SLMAP GOBP_REGULATION_OF_MEMBRANE_INVAGINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MEMBRANE_INVAGINATION ABCA7 ALOX15 ANO6 APPL2 C3 CD300A CD36 F2RL1 GATA2 ITGA2 NCKAP1L PLCG2 RAB31 STAP1 TREM2 GOBP_REGULATION_OF_MEMBRANE_LIPID_DISTRIBUTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MEMBRANE_LIPID_DISTRIBUTION ABCA1 ABCA12 ABCA2 ABCA3 ABCA4 ABCA7 ABCB1 ABCB4 ABCC1 ABCG1 ANO3 ANO4 ANO6 ANO7 ANO9 ARV1 ATG9A ATG9B ATP10A ATP10B ATP10D ATP11A ATP11B ATP11C ATP8A1 ATP8A2 ATP8B1 ATP8B2 ATP8B3 ATP8B4 ATP9A ATP9B CLPTM1L FASLG GBA2 KCNN4 MFSD2A P2RX7 PLSCR1 PLSCR2 PLSCR3 PLSCR4 PLSCR5 PRELID1 PRKCD RFT1 SLC4A1 SLC66A2 TLCD1 TLCD2 TMEM30A TMEM30B TMEM41B TRIAP1 TRPC5 VMP1 XKR4 XKR5 XKR6 XKR7 XKR8 XKR9 GOBP_REGULATION_OF_MEMBRANE_PERMEABILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MEMBRANE_PERMEABILITY ACAA2 ALKBH7 ARHGAP11B ATF2 ATP5IF1 BAD BAK1 BAX BBC3 BCL2 BCL2L1 BCL2L11 BCL2L2 BID BLOC1S2 BNIP3 BNIP3L BOK CAMK2A CHCHD10 CLDN3 CNP DEFA5 EYA2 F11R FZD9 GCLC GSK3A GSK3B GZMB HEG1 HIP1R HK2 HSPA1A IER3 JAM3 LAPTM4B LAPTM5 MAPK8 MIR142 MIR146A MIR17 MIR29A MIR29B1 MIR29C MOAP1 MPV17L MTOR MUL1 NAIF1 NMT1 PDCD6IP PMAIP1 PPIF RASIP1 RHOT1 RHOT2 RTL10 SLC25A31 SLC25A4 SLC25A5 SLC25A6 SLC35F6 SLC9A1 SPG7 STPG1 THEM4 TJP2 TMEM102 TMEM14A TMIGD1 TP53 VDAC2 ZNF205 GOBP_REGULATION_OF_MEMBRANE_POTENTIAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MEMBRANE_POTENTIAL ABAT ABCB5 ABCC9 ABCD1 ABL1 ACTN2 ADCY10 ADORA1 ADORA2A ADRA1A ADRB1 ADRB2 AKAP6 AKAP9 AKT1 AKT2 ANK2 ANK3 APP ARL6IP5 ARRB2 ASIC1 ASIC2 ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP1B1 ATP1B2 ATP1B3 ATP2A2 ATP5IF1 BAD BAIAP2 BAK1 BAX BCL2 BCL2L1 BCO2 BEST2 BID BIN1 BNIP3 BOK BVES CACNA1C CACNA1D CACNA1G CACNA1H CACNA1I CACNA2D1 CACNB2 CACNB3 CACNB4 CACNG2 CALM1 CALM3 CAMK2D CASQ2 CAV1 CAV3 CBLN1 CCN6 CD36 CDK5 CELF4 CFTR CHCHD10 CHRFAM7A CHRM1 CHRNA1 CHRNA10 CHRNA2 CHRNA3 CHRNA4 CHRNA5 CHRNA6 CHRNA7 CHRNA9 CHRNB1 CHRNB2 CHRNB3 CHRNB4 CHRND CHRNE CHRNG CLCN1 CLDN19 CLIC1 CLN3 CNGB1 CNR1 CNR2 CNTNAP1 CRTC1 CTNNA3 CTNS CUX2 CXADR DCN DLD DLG1 DLG4 DMD DMPK DRD1 DRD2 DRD4 DSC2 DSG2 DSP DVL1 EDN1 EHD3 EIF4A3 FGF12 FGF13 FHL1 FKBP1B FLNA FMR1 FXYD1 FZD9 GABBR1 GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRB1 GABRB2 GABRB3 GABRD GABRE GABRG1 GABRG2 GABRG3 GABRP GABRQ GABRR1 GABRR2 GABRR3 GBA1 GCLC GCLM GHRL GJA1 GJA5 GJC1 GJD2 GLRA1 GLRA2 GLRA3 GLRB GLRX GNA11 GNA14 GNA15 GNAQ GPD1L GPER1 GPR35 GPR88 GRIA1 GRIA2 GRIA3 GRIA4 GRID1 GRID2 GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B GRM1 GRM5 GSK3A GSK3B HCN1 HCN2 HCN3 HCN4 HCRT HSH2D HTR3A HTR3B HTR3C HTR3D HTR3E IFI6 IGSF11 INSYN1 INSYN2A INSYN2B JUP KCNA1 KCNA2 KCNA4 KCNA5 KCNAB2 KCNB1 KCNC1 KCNC2 KCND2 KCND3 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNH1 KCNH2 KCNH3 KCNH4 KCNH5 KCNH6 KCNH7 KCNH8 KCNIP2 KCNJ10 KCNJ11 KCNJ2 KCNJ3 KCNJ5 KCNJ8 KCNJ9 KCNK1 KCNK10 KCNK12 KCNK13 KCNK15 KCNK16 KCNK17 KCNK18 KCNK2 KCNK3 KCNK4 KCNK5 KCNK6 KCNK7 KCNK9 KCNMA1 KCNMB2 KCNMB3 KCNMB4 KCNN2 KCNN4 KCNQ1 KCNQ3 KCNQ5 KCTD7 KDR KIF5B KMT2A LIPA LRRK2 MAPK8IP2 MAPT MECP2 MEF2C MFN1 MIR1-1 MIR133A1 MIR181B1 MIR208A MIR26A1 MIR29B1 MIR30B MIR30D MIR328 MLLT11 MPP2 MTLN MTMR2 MTNR1B MTOR MUL1 MYH14 MYOC NALCN NDP NDUFS1 NEDD4 NEDD4L NETO1 NLGN1 NLGN2 NLGN3 NLGN4X NNT NOS1AP NPAS4 NPFF NPPA NPR2 NPS NRCAM NRXN1 NTRK2 NTSR1 NTSR2 NUP155 OPRD1 P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX6 P2RX7 PANK2 PARK7 PARP1 PHOX2B PID1 PIEZO1 PIEZO2 PINK1 PIP5KL1 PKP2 PLN PMAIP1 POPDC2 POPDC3 PPA2 PPP2R3C PPP3CA PRDX3 PRELID1 PRKAR1B PRKCZ PRKN PSEN1 PTEN PTK2B PTPN3 PYCR1 RAB3GAP1 RACK1 RANGRF RELN RGS4 RGS7BP RIMS1 RIMS2 RIMS3 RIMS4 RNF122 RNF207 RTL10 RYR2 S1PR2 SCN10A SCN11A SCN1A SCN1B SCN2B SCN3B SCN4A SCN4B SCN5A SCN8A SEZ6 SHANK1 SHANK3 SLC1A6 SLC1A7 SLC24A4 SLC25A27 SLC25A33 SLC25A36 SLC26A3 SLC26A5 SLC29A1 SLC34A1 SLC39A8 SLC4A11 SLC4A3 SLC4A4 SLC4A8 SLC6A4 SLC8A1 SLC8A2 SLC8A3 SLC8B1 SLC9A1 SLMAP SMAD7 SNCA SNTA1 SOD1 SOD2 SPART SRC SRI SSH1 STOX1 STX1A STX1B SUMO1 SYNE1 TACR1 TAFA4 TBC1D24 TBX18 TBX5 TCL1A TMEM108 TMEM161B TMEM25 TNF TRDN TREM2 TRPC5 TRPM4 TRPV1 TSPO TUSC2 UBB UCN3 UCP2 UNC13B USP53 VCP WDR1 WNT7A WWP2 YWHAE YWHAH ZACN ZMPSTE24 ZMYND8 GOBP_REGULATION_OF_MEMBRANE_PROTEIN_ECTODOMAIN_PROTEOLYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MEMBRANE_PROTEIN_ECTODOMAIN_PROTEOLYSIS ADAM8 ADAM9 ADRA2A APOE FURIN GPLD1 IFNG IL10 IL1B LRIG2 NRDC PACSIN3 PTPN3 RGMA ROCK1 SH3D19 SNX33 SNX9 TIMP1 TIMP2 TIMP3 TIMP4 TNF TNFRSF1B GOBP_REGULATION_OF_MEMBRANE_REPOLARIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MEMBRANE_REPOLARIZATION ADCY10 AKAP6 AKAP9 ANK2 CACNA1D CACNA2D1 CACNB3 CASQ2 CAV1 CAV3 FLNA GJA5 KCNA5 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNH2 KCNH6 KCNJ2 KCNQ1 MIR1-1 MIR133A1 MIR29B1 MIR30D MIR328 NEDD4L NOS1AP NPPA RNF207 SCN1B SCN4B SCN5A SNTA1 WDR1 YWHAE ZMPSTE24 GOBP_REGULATION_OF_MEMBRANE_REPOLARIZATION_DURING_ACTION_POTENTIAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MEMBRANE_REPOLARIZATION_DURING_ACTION_POTENTIAL CACNA2D1 CACNB3 CAV1 FLNA KCNE3 MIR1-1 MIR133A1 MIR328 NOS1AP RNF207 GOBP_REGULATION_OF_MEMBRANE_REPOLARIZATION_DURING_CARDIAC_MUSCLE_CELL_ACTION_POTENTIAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MEMBRANE_REPOLARIZATION_DURING_CARDIAC_MUSCLE_CELL_ACTION_POTENTIAL FLNA KCNE3 MIR1-1 MIR133A1 MIR328 NOS1AP RNF207 GOBP_REGULATION_OF_MEMBRANE_REPOLARIZATION_DURING_VENTRICULAR_CARDIAC_MUSCLE_CELL_ACTION_POTENTIAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MEMBRANE_REPOLARIZATION_DURING_VENTRICULAR_CARDIAC_MUSCLE_CELL_ACTION_POTENTIAL KCNE3 MIR1-1 MIR133A1 NOS1AP RNF207 GOBP_REGULATION_OF_MEMBRANE_TUBULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MEMBRANE_TUBULATION ASAP1 ATP10A DNM2 SH3GLB1 WASL GOBP_REGULATION_OF_MESENCHYMAL_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MESENCHYMAL_CELL_PROLIFERATION ARHGAP5 BMP4 BMPR1A CHRD CTNNB1 CTNNBIP1 FGF9 FGFR2 FOXF1 IHH IRS2 KDR LMNA LRP5 MYC NFIB PDGFA PHF14 PRRX1 SHH SHOX2 SIX1 SMO SOX9 STAT1 SYNE1 TBX1 TGFBR2 WNT11 WNT2 WNT5A ZEB1 GOBP_REGULATION_OF_MESENCHYMAL_STEM_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MESENCHYMAL_STEM_CELL_DIFFERENTIATION GSK3B LTBP3 PDGFRA REST SLC4A11 SOX5 SOX6 SOX9 GOBP_REGULATION_OF_MESENCHYMAL_TO_EPITHELIAL_TRANSITION_INVOLVED_IN_METANEPHROS_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MESENCHYMAL_TO_EPITHELIAL_TRANSITION_INVOLVED_IN_METANEPHROS_MORPHOGENESIS CTNNB1 GDNF LIF PAX2 PAX8 STAT1 WNT9B GOBP_REGULATION_OF_MESODERMAL_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MESODERMAL_CELL_DIFFERENTIATION BMP4 BMPR1A DKK1 GJA1 MESP1 MIR150 MIR200C SFRP2 WNT3A GOBP_REGULATION_OF_MESODERMAL_CELL_FATE_SPECIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MESODERMAL_CELL_FATE_SPECIFICATION BMPR1A DKK1 MESP1 SFRP2 WNT3A GOBP_REGULATION_OF_MESODERM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MESODERM_DEVELOPMENT CER1 ETV2 MIR1-1 MIXL1 PUS7 RPS6KA6 TP63 GOBP_REGULATION_OF_MESONEPHROS_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MESONEPHROS_DEVELOPMENT GATA3 GDNF HNF1B SIX1 SIX4 GOBP_REGULATION_OF_METALLOENDOPEPTIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_METALLOENDOPEPTIDASE_ACTIVITY MBP MIR152 MIR17 MIR195 MIR205 MIR21 MIR24-1 MIR29B1 MIR29C MIR892B MIR92A1 PICALM RECK SORL1 STAT3 TIMP3 GOBP_REGULATION_OF_METALLOPEPTIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_METALLOPEPTIDASE_ACTIVITY CLDN3 CLDN4 DDRGK1 LRP1 MBP MIR152 MIR17 MIR195 MIR199A1 MIR205 MIR21 MIR24-1 MIR29B1 MIR29C MIR892B MIR92A1 PICALM RECK SORL1 STAT3 SVBP TIMP1 TIMP2 TIMP3 GOBP_REGULATION_OF_METAL_ION_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_METAL_ION_TRANSPORT ABCC8 ABL1 ACE ACTN2 ACTN4 ADCYAP1R1 ADORA1 ADORA2A ADRA2A ADRB2 AHCYL1 AHNAK AKAP5 AKAP6 AKAP9 AKT1 ALG10B AMIGO1 ANK2 ANK3 ANO6 APLNR ATF4 ATG5 ATP1A1 ATP1A2 ATP1B1 ATP1B2 ATP1B3 ATP2A1 ATP2B1 ATP2B4 ATP2C2 ATP7A B2M BAK1 BAX BCL2 BDKRB1 BEST1 BIN1 BPIFA1 CAB39 CABP1 CABP2 CABP4 CABP5 CACNA1C CACNA1D CACNA2D1 CACNB1 CACNB2 CACNB3 CACNB4 CACNG1 CACNG6 CALCR CALM1 CALM2 CALM3 CAMK2A CAMK2B CAMK2D CAMK2G CAPN3 CASK CASQ1 CASQ2 CASR CAV1 CAV3 CBARP CCL2 CCL3 CCL4 CCL5 CCR1 CD19 CD33 CD4 CD63 CD84 CEMIP CHD7 CHP1 CHP2 CLIC2 CNKSR3 CNTN1 COMMD1 CORO1A CRACR2A CRACR2B CRHR1 CTNNB1 CX3CL1 CXCL10 CXCL11 CXCL12 CXCL9 CXCR4 CYBA DHRS7C DIAPH1 DLG1 DMD DMPK DPP10 DPP6 DRD1 DRD2 DRD3 DRD4 EDN3 EFHB EGF EPB41 EPO EPPIN F2 F2R F2RL3 FCRL3 FFAR1 FGF11 FGF12 FGF13 FGF14 FHL1 FKBP1A FKBP1B FKBP1C FLNA FMR1 FXYD1 FXYD2 FXYD3 FXYD4 FXYD5 FXYD6 FXYD6P3 FXYD7 FYN G6PD GAL GALR2 GCG GCK GJC2 GLRX GNAI2 GNB2 GNB5 GPD1L GPER1 GPR35 GRAMD2A GRIN1 GRIN3B GRM6 GRP GSTM2 GSTO1 HAMP HAP1 HCRT HECW1 HECW2 HES1 HFE HOMER1 HOMER2 HOMER3 HPCA HRC HTR2A HTT IFNG IL13 IL16 INPP5K ISCU ITGB1 ITGB3 JPH1 JPH2 JPH3 JPH4 JSRP1 KCNA5 KCNAB1 KCNAB2 KCNAB3 KCNC1 KCNC2 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNG1 KCNH2 KCNIP1 KCNIP2 KCNIP3 KCNIP4 KCNJ2 KCNMB1 KCNN2 KCNN4 KCNQ1 KCNRG KCNS1 KCNS2 KEL KIF5B LACRT LGALS3 LHCGR LILRA2 LILRA5 LILRB1 LILRB2 LIME1 LRRC26 LRRC38 LRRC52 LRRC55 LYN MCHR1 METTL21C MIR1-1 MIR103A1 MIR133A1 MIR153-1 MIR192 MIR200C MIR208A MIR208B MIR21 MIR210 MIR212 MIR24-1 MIR26A1 MIR29B1 MIR30D MIR328 MIR34A MIR424 MIR448 MIR499A MIR93 MLLT6 MRLN MS4A1 MYLK NEDD4 NEDD4L NETO1 NHERF1 NIPSNAP2 NKAIN1 NKAIN2 NKAIN3 NKAIN4 NKX2-5 NOS1 NOS1AP NOS3 NPPA NPSR1 NTSR1 OPRD1 OPRK1 ORAI1 OSR1 OXSR1 P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX7 P2RY6 PACSIN3 PCSK9 PDE4B PDE4D PDGFB PDGFRB PDPK1 PER1 PIK3CG PKD2 PKP2 PLA2G1B PLCG1 PLN PLP1 PLPP4 PML PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PRKACA PRKCE PRKD1 PRNP PRSS8 PSEN2 PTGS2 PTK2B PTPN3 PTPN6 RAMP3 RANGRF RCVRN REM1 RGS4 RGS7 RNF207 RYR2 SARAF SCN1B SCN2B SCN3B SCN4B SCN5A SELENON SEMG1 SERPINE2 SESTD1 SIK1 SLC30A1 SLC30A6 SLC31A2 SLC8A1 SLC8B1 SLC9A1 SLMAP SLN SNCA SNTA1 SPG11 SPHK2 SPINK1 SPTBN4 SRI STAC STAC2 STAC3 STC1 STC2 STIM1 STIM2 STIMATE STK39 STRIT1 SUMO1 TESC TF THY1 TLR9 TMBIM6 TMC1 TMC2 TMEM38A TMEM38B TRDN TREM2 TRIM27 TRPC1 TRPC3 TRPC6 TRPV2 TRPV3 TSPAN13 TSPO UBASH3B UBQLN1 UBR3 UCN UTRN VAMP2 VDAC1 VIP VMP1 WFS1 WNK1 WNK2 WNK3 WNK4 WWP2 XCL1 YWHAE YWHAH GOBP_REGULATION_OF_METANEPHROS_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_METANEPHROS_DEVELOPMENT ADIPOQ AGTR2 BASP1 PAX2 RET WT1 GOBP_REGULATION_OF_METAPHASE_PLATE_CONGRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_METAPHASE_PLATE_CONGRESSION AURKB BECN1 BIRC5 CDCA8 DYNC1H1 HNRNPU INCENP KAT2B KAT5 MAD1L1 NUMA1 SPAG5 TTL GOBP_REGULATION_OF_MICROGLIAL_CELL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MICROGLIAL_CELL_ACTIVATION ATM CCL3 CST7 CTSC CX3CL1 GRN IL6 LDLR LRRK2 MIR128-1 MIR142 MMP8 NR1D1 PTPRC SPHK1 STAP1 SYT11 TAFA3 TREM2 TTBK1 GOBP_REGULATION_OF_MICROTUBULE_BASED_MOVEMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MICROTUBULE_BASED_MOVEMENT BBS1 BBS2 BBS4 BORCS5 CALY CATSPER1 CCDC39 CCDC40 CCDC65 CCR6 CFAP20 CFAP206 CFAP298 CFAP43 CFAP45 CFAP69 CLXN CYB5D1 DEFB1 DNAAF1 DNAH11 DRC1 DYNLT2B EPPIN FEZ1 GAS2L2 HAP1 HDAC6 IGBP1 IQCF1 KIF9 LAMP1 MAP2 MECP2 MKKS NEFH ODAD2 PGAM4 PRDM14 RGN RNASE10 RSPH4A SEMG1 SEMG2 STK11 TAC4 TACR1 TACR2 TACR3 TEX101 TPPP2 TRIM46 TRIM58 TTC21B TTLL6 GOBP_REGULATION_OF_MICROTUBULE_BASED_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MICROTUBULE_BASED_PROCESS ABL1 AKAP9 ALMS1 ANKRD53 APC APC2 ARHGEF2 ARHGEF7 ARL2 ATAT1 ATF5 ATXN7 AURKA BBS1 BBS2 BBS4 BICD1 BICD2 BMERB1 BORA BORCS5 BRCA1 C10orf90 CALY CAMSAP1 CAMSAP2 CAMSAP3 CATSPER1 CAV3 CCDC39 CCDC40 CCDC65 CCNF CCNL1 CCNL2 CCR6 CCSAP CDH5 CDK2AP2 CDK5R1 CDK5RAP2 CDKN1B CENATAC CENPJ CEP120 CEP131 CEP295 CEP295NL CEP70 CEP76 CEP97 CFAP20 CFAP206 CFAP298 CFAP43 CFAP45 CFAP69 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CHORDC1 CIB1 CKAP2 CKAP5 CLASP1 CLASP2 CLIP1 CLIP3 CLTC CLXN CYB5D1 CYLD DCTN1 DEFB1 DIAPH1 DIXDC1 DNAAF1 DNAH11 DRC1 DRG1 DYNC1H1 DYNLT2B DYRK1A EFNA5 EML2 EML3 EPHA3 EPPIN ERBB2 FAM107A FBXW5 FES FEZ1 FGF13 FKBP4 FRMPD2 FSD1 GAS2L1 GAS2L2 GBA2 GEN1 GIT1 GNAI1 GPSM2 GSK3B HAP1 HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HDAC6 HDGFL3 HNRNPU HSPA1A HSPA1B IGBP1 IQCF1 KAT2A KAT2B KATNB1 KIF18A KIF9 KLHL42 LAMP1 MACF1 MAP10 MAP1A MAP1B MAP1S MAP2 MAP6 MAP6D1 MAP9 MAPK15 MAPRE1 MAPRE2 MAPRE3 MAPT MARK2 MARK4 MCPH1 MDM1 MECP2 MEMO1 MET MID1 MID1IP1 MKKS MPDZ NAT10 NAV3 NEFH NPM1 NUBP1 NUMA1 NUP62 OCLN ODAD2 PAFAH1B1 PAK1 PARP3 PATJ PDCD6IP PDE4DIP PGAM4 PHLDB1 PHLDB2 PKD1 PKHD1 PLK1 PLK2 PLK4 PPP1R35 PRDM14 PRKAA1 PRKAA2 PRUNE1 PSRC1 RAB6C RAC1 RAE1 RANGRF RBM14 RGN RHOA RNASE10 RNF4 ROCK1 ROCK2 RPS3 RSPH4A SASS6 SEMG1 SEMG2 SENP6 SIRT1 SKA1 SKA2 SKA3 SLAIN1 SLAIN2 SLC39A12 SNCA SPAG5 SPAST SPEF1 SPICE1 STIL STK11 STMN1 STMN2 STMN3 STMN4 STMND1 TAC4 TACC3 TACR1 TACR2 TACR3 TAOK1 TBCD TEX101 TMEM67 TOGARAM1 TPPP TPPP2 TPR TPX2 TRAF3IP1 TRIM36 TRIM37 TRIM46 TRIM54 TRIM58 TRPV4 TTBK2 TTC21B TTLL6 TUBB4A VPS4B WDR47 WDR62 WNT3A XPO1 XRCC3 GOBP_REGULATION_OF_MICROTUBULE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MICROTUBULE_BINDING ABL1 GAS8 MAP2 MARK2 PPP2CA PPP2CB TTBK2 GOBP_REGULATION_OF_MICROTUBULE_CYTOSKELETON_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MICROTUBULE_CYTOSKELETON_ORGANIZATION ABL1 AKAP9 ANKRD53 APC APC2 ARHGEF2 ARHGEF7 ARL2 ATAT1 ATXN7 BICD1 BICD2 BMERB1 BORA CAMSAP1 CAMSAP2 CAMSAP3 CAV3 CCSAP CDH5 CDK2AP2 CDK5R1 CDK5RAP2 CDKN1B CENPJ CEP70 CEP97 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CIB1 CKAP2 CKAP5 CLASP1 CLASP2 CLIP1 CLIP3 CLTC CYLD DCTN1 DIXDC1 DRG1 DYNC1H1 DYRK1A EFNA5 EML2 EML3 EPHA3 FAM107A FES FGF13 FKBP4 FRMPD2 FSD1 GAS2L1 GAS2L2 GBA2 GIT1 GNAI1 GPSM2 GSK3B HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HDAC6 HDGFL3 HNRNPU HSPA1A HSPA1B KATNB1 KIF18A MAP1A MAP1B MAP1S MAP2 MAP6 MAP6D1 MAP9 MAPK15 MAPRE1 MAPRE2 MAPRE3 MAPT MARK2 MECP2 MET MID1 MID1IP1 MPDZ NAV3 NUMA1 NUP62 OCLN PAFAH1B1 PAK1 PARP3 PATJ PDCD6IP PDE4DIP PHLDB1 PHLDB2 PKD1 PLK1 PRKAA1 PRKAA2 PRUNE1 PSRC1 RAC1 RAE1 RANGRF RHOA RNF4 ROCK1 RPS3 SASS6 SENP6 SKA1 SKA2 SKA3 SLAIN1 SLAIN2 SLC39A12 SNCA SPAG5 SPAST SPEF1 STIL STMN1 STMN2 STMN3 STMN4 STMND1 TACC3 TAOK1 TBCD TOGARAM1 TPPP TPR TPX2 TRAF3IP1 TRIM36 TRIM54 TRPV4 TTBK2 TUBB4A VPS4B WDR47 WNT3A GOBP_REGULATION_OF_MICROTUBULE_DEPOLYMERIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MICROTUBULE_DEPOLYMERIZATION APC APC2 ARHGEF2 ATXN7 BMERB1 CAMSAP2 CIB1 CKAP2 CLASP1 CLASP2 FGF13 HDAC6 HDGFL3 KATNB1 MAP1A MAP1B MAP1S MAP6D1 MID1 MID1IP1 NAV3 SPAST SPEF1 STMN2 TAOK1 TPX2 TRIM54 TRPV4 TTBK2 WDR47 GOBP_REGULATION_OF_MICROTUBULE_NUCLEATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MICROTUBULE_NUCLEATION ARHGEF7 CKAP5 DCTN1 EML2 GIT1 HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HSPA1A HSPA1B MECP2 PAK1 PDE4DIP RANGRF GOBP_REGULATION_OF_MICROTUBULE_POLYMERIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MICROTUBULE_POLYMERIZATION ABL1 AKAP9 ANKRD53 ARHGEF7 ARL2 CAMSAP1 CAMSAP2 CAMSAP3 CAV3 CDH5 CDK5R1 CDK5RAP2 CDKN1B CKAP5 CLASP1 CLIP1 CLIP3 DCTN1 DRG1 DYRK1A EML2 FES FKBP4 GBA2 GIT1 HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HSPA1A HSPA1B MAP1B MAP2 MAPRE1 MAPRE3 MAPT MECP2 MET NAV3 NUMA1 OCLN PAK1 PDE4DIP PRUNE1 PSRC1 RAC1 RANGRF RPS3 SLAIN1 SLAIN2 SLC39A12 SNCA STMN1 STMN2 TBCD TOGARAM1 TUBB4A GOBP_REGULATION_OF_MICROTUBULE_POLYMERIZATION_OR_DEPOLYMERIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MICROTUBULE_POLYMERIZATION_OR_DEPOLYMERIZATION ABL1 AKAP9 ANKRD53 APC APC2 ARHGEF2 ARHGEF7 ARL2 ATXN7 BMERB1 CAMSAP1 CAMSAP2 CAMSAP3 CAV3 CDH5 CDK5R1 CDK5RAP2 CDKN1B CIB1 CKAP2 CKAP5 CLASP1 CLASP2 CLIP1 CLIP3 DCTN1 DRG1 DYRK1A EML2 FES FGF13 FKBP4 GAS2L1 GAS2L2 GBA2 GIT1 HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HDAC6 HDGFL3 HSPA1A HSPA1B KATNB1 MAP1A MAP1B MAP1S MAP2 MAP6D1 MAPRE1 MAPRE2 MAPRE3 MAPT MECP2 MET MID1 MID1IP1 NAV3 NUMA1 OCLN PAK1 PDE4DIP PRUNE1 PSRC1 RAC1 RANGRF RPS3 SKA1 SKA2 SKA3 SLAIN1 SLAIN2 SLC39A12 SNCA SPAST SPEF1 STMN1 STMN2 STMN3 STMN4 STMND1 TAOK1 TBCD TOGARAM1 TPX2 TRIM54 TRPV4 TTBK2 TUBB4A WDR47 GOBP_REGULATION_OF_MICROVILLUS_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MICROVILLUS_ASSEMBLY ATP8B1 FSCN1 KLF5 PLD1 PODXL RAP1GAP GOBP_REGULATION_OF_MICROVILLUS_LENGTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MICROVILLUS_LENGTH CDHR2 CDHR5 EZR PLS1 TWF2 USH1C VIL1 GOBP_REGULATION_OF_MICROVILLUS_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MICROVILLUS_ORGANIZATION ATP8B1 CDHR2 CDHR5 EZR FSCN1 KLF5 PLD1 PLS1 PODXL RAP1GAP TWF2 USH1C VIL1 GOBP_REGULATION_OF_MIDBRAIN_DOPAMINERGIC_NEURON_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MIDBRAIN_DOPAMINERGIC_NEURON_DIFFERENTIATION CSNK1D CSNK1E DKK1 SFRP1 SFRP2 GOBP_REGULATION_OF_MIRNA_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MIRNA_CATABOLIC_PROCESS DNM3OS GAS5 KCNQ1OT1 LIN28B NEAT1 PNPT1 TENT2 XIST ZC3H12A ZSWIM8 GOBP_REGULATION_OF_MIRNA_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MIRNA_METABOLIC_PROCESS APLN AR ATOH8 BMP2 BMP4 BMPR1A DDX5 DNM3OS DROSHA EGFR EGR1 ESR1 ETS1 FGF2 FOS FOSL1 FOXA1 FOXO3 GAS5 GATA2 GATA3 GATA6 GNL3 HIF1A HRAS IL10 JUN KCNQ1OT1 KLF4 KLF5 LILRB4 LIN28B MRTFA MRTFB MYB MYC MYCN MYOCD NCOR1 NCOR2 NEAT1 NFATC3 NFATC4 NFIB NFKB1 NGFR NR1H2 NR3C1 PDGFB PNPT1 POU2F1 POU5F1 PPARA PPARD PPARG PRL RARA RC3H1 RC3H2 RELA REST SMAD1 SMAD3 SMAD4 SMAD6 SMARCA4 SOX9 SPI1 SREBF1 SREBF2 SRF STAT3 TEAD1 TENT2 TERT TGFB1 TGFB2 TNF TP53 TWIST1 WT1 XIST YY1 ZC3H12A ZNF512B ZSWIM8 GOBP_REGULATION_OF_MIRNA_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MIRNA_TRANSCRIPTION APLN AR ATOH8 BMP2 BMP4 BMPR1A DDX5 EGFR EGR1 ESR1 ETS1 FGF2 FOS FOSL1 FOXA1 FOXO3 GATA2 GATA3 GATA6 GNL3 HIF1A IL10 JUN KLF4 KLF5 LILRB4 MRTFA MRTFB MYB MYC MYCN MYOCD NCOR1 NCOR2 NFATC3 NFATC4 NFIB NGFR NR1H2 NR3C1 PDGFB POU2F1 POU5F1 PPARA PPARD PPARG PRL RARA RELA REST SMAD1 SMAD3 SMAD4 SMAD6 SMARCA4 SOX9 SPI1 SREBF1 SREBF2 SRF STAT3 TEAD1 TERT TGFB1 TGFB2 TNF TP53 TWIST1 WT1 YY1 ZNF512B GOBP_REGULATION_OF_MITOCHONDRIAL_ATP_SYNTHESIS_COUPLED_ELECTRON_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MITOCHONDRIAL_ATP_SYNTHESIS_COUPLED_ELECTRON_TRANSPORT CCNB1 CDK1 CHCHD2 DNAJC15 GHITM MIR210 SNCA GOBP_REGULATION_OF_MITOCHONDRIAL_DNA_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MITOCHONDRIAL_DNA_METABOLIC_PROCESS ENDOG FLCN LIG3 METTL4 MPV17 PPARGC1A SSBP1 STOX1 GOBP_REGULATION_OF_MITOCHONDRIAL_ELECTRON_TRANSPORT_NADH_TO_UBIQUINONE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MITOCHONDRIAL_ELECTRON_TRANSPORT_NADH_TO_UBIQUINONE DNAJC15 ISCU MIR210 PARK7 PINK1 SNCA GOBP_REGULATION_OF_MITOCHONDRIAL_FISSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MITOCHONDRIAL_FISSION AURKA BNIP3 C11orf65 CYRIB DCN DDHD1 DDHD2 DNM1L FIS1 INF2 KDR LRRK2 MAPT MARCHF5 MCU MFF MIEF1 MIEF2 MUL1 MYO19 PGAM5 PINK1 PPARG PRKN RALA RALBP1 SPIRE1 STAT2 TMEM135 VPS35 GOBP_REGULATION_OF_MITOCHONDRIAL_FUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MITOCHONDRIAL_FUSION ADCK1 BNIP3 HUWE1 MTCH2 MUL1 OMA1 PID1 PLD6 PRKN TFRC VAT1 ZDHHC6 GOBP_REGULATION_OF_MITOCHONDRIAL_GENE_EXPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MITOCHONDRIAL_GENE_EXPRESSION ALKBH1 C1QBP CDK5RAP1 CHCHD10 COA3 FASTKD2 FASTKD3 LRPPRC MALSU1 METTL4 METTL8 MPV17L2 MRPS27 MTG1 MTG2 MTRES1 NGRN NSUN3 PRKAA1 RCC1L RMND1 RPUSD3 RPUSD4 SHMT2 TACO1 THAP11 TRMT10C TRUB2 TSFM UQCC2 GOBP_REGULATION_OF_MITOCHONDRIAL_MEMBRANE_PERMEABILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MITOCHONDRIAL_MEMBRANE_PERMEABILITY ACAA2 ALKBH7 ARHGAP11B ATF2 ATP5IF1 BAD BAK1 BAX BBC3 BCL2 BCL2L1 BCL2L11 BCL2L2 BID BLOC1S2 BNIP3 BNIP3L BOK CAMK2A CHCHD10 CNP EYA2 FZD9 GCLC GSK3A GSK3B GZMB HIP1R HK2 HSPA1A IER3 MAPK8 MIR17 MIR29A MIR29B1 MIR29C MOAP1 MPV17L MUL1 NAIF1 NMT1 PMAIP1 PPIF RHOT1 RHOT2 RTL10 SLC25A31 SLC25A4 SLC25A5 SLC25A6 SLC35F6 SLC9A1 SPG7 STPG1 THEM4 TMEM102 TMEM14A TP53 VDAC2 ZNF205 GOBP_REGULATION_OF_MITOCHONDRIAL_MEMBRANE_PERMEABILITY_INVOLVED_IN_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MITOCHONDRIAL_MEMBRANE_PERMEABILITY_INVOLVED_IN_APOPTOTIC_PROCESS ACAA2 ATF2 ATP5IF1 BAK1 BAX BBC3 BCL2L11 BID BLOC1S2 BNIP3 BNIP3L BOK CAMK2A CHCHD10 EYA2 FZD9 GCLC GSK3A GSK3B GZMB HIP1R HSPA1A IER3 MAPK8 MIR17 MIR29A MIR29B1 MIR29C MOAP1 MPV17L MUL1 NAIF1 NMT1 RHOT1 RHOT2 RTL10 SLC25A31 SLC25A4 SLC25A5 SLC25A6 SLC35F6 STPG1 THEM4 TMEM102 TMEM14A TP53 VDAC2 ZNF205 GOBP_REGULATION_OF_MITOCHONDRIAL_MEMBRANE_POTENTIAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MITOCHONDRIAL_MEMBRANE_POTENTIAL ABCD1 ABL1 ADCY10 ADORA2A AKT1 AKT2 ARL6IP5 ATP5IF1 BAD BAK1 BAX BCL2 BCL2L1 BCO2 BID BNIP3 BOK CCN6 CLIC1 CTNS DCN FZD9 GCLC GCLM HSH2D IFI6 KCNQ3 KDR LIPA LRRK2 MAPT MFN1 MIR181B1 MLLT11 MTLN MUL1 MYOC NDUFS1 NNT OPRD1 P2RX7 PANK2 PARK7 PARP1 PID1 PINK1 PIP5KL1 PMAIP1 PPA2 PPP2R3C PRDX3 PRELID1 PRKN PYCR1 RACK1 RNF122 RTL10 SLC25A27 SLC25A33 SLC25A36 SLC4A11 SOD1 SOD2 SPART SRC STOX1 TCL1A TRPV1 TSPO TUSC2 UBB UCP2 VCP GOBP_REGULATION_OF_MITOCHONDRIAL_MRNA_STABILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MITOCHONDRIAL_MRNA_STABILITY FASTK FASTKD1 FASTKD2 FASTKD3 FASTKD5 PDE12 TBRG4 GOBP_REGULATION_OF_MITOCHONDRIAL_OUTER_MEMBRANE_PERMEABILIZATION_INVOLVED_IN_APOPTOTIC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MITOCHONDRIAL_OUTER_MEMBRANE_PERMEABILIZATION_INVOLVED_IN_APOPTOTIC_SIGNALING_PATHWAY ACAA2 ATP5IF1 BAK1 BBC3 BOK CHCHD10 FZD9 GCLC GSK3A GSK3B GZMB HIP1R HSPA1A IER3 MAPK8 MPV17L MUL1 NMT1 SLC25A31 SLC25A4 SLC25A5 SLC25A6 SLC35F6 TMEM102 TMEM14A ZNF205 GOBP_REGULATION_OF_MITOCHONDRIAL_RNA_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MITOCHONDRIAL_RNA_CATABOLIC_PROCESS GRSF1 LRPPRC PNPT1 SLIRP SUPV3L1 GOBP_REGULATION_OF_MITOCHONDRIAL_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MITOCHONDRIAL_TRANSCRIPTION CHCHD10 METTL4 MTRES1 PRKAA1 THAP11 GOBP_REGULATION_OF_MITOCHONDRIAL_TRANSLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MITOCHONDRIAL_TRANSLATION ALKBH1 C1QBP CDK5RAP1 COA3 FASTKD2 FASTKD3 LRPPRC MALSU1 METTL8 MPV17L2 MRPS27 MTG1 MTG2 NGRN NSUN3 RCC1L RMND1 RPUSD3 RPUSD4 SHMT2 TACO1 TRMT10C TRUB2 TSFM UQCC2 GOBP_REGULATION_OF_MITOCHONDRION_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MITOCHONDRION_ORGANIZATION ACAA2 ADCK1 ADCY10 AKT1 AMBRA1 ATP13A2 ATP5IF1 AURKA AVP BAD BAK1 BAX BBC3 BCL2L1 BCL2L11 BCL2L2 BID BIK BMF BNIP3 BNIP3L BOK C11orf65 CAMKK2 CERS1 CHCHD10 CIDEB CLU CSNK2A2 CTTN CYRIB DCN DDHD1 DDHD2 DNM1L ENDOG EP300 FAM162A FBXO7 FBXW7 FIS1 FKBP8 FLCN FXN FZD5 FZD9 GCLC GHITM GOLPH3 GPER1 GPX1 GSK3A GSK3B GZMB HAX1 HDAC6 HGF HIF1A HIP1R HRK HSPA1A HTRA2 HTT HUWE1 IAPP IER3 IGF1 INF2 IRGM KDR LMNA LRRK2 MAPK8 MAPT MARCHF5 MCU MFF MGARP MIEF1 MIEF2 MIR144 MLLT11 MMP9 MOAP1 MPV17L MTCH2 MUL1 MYO19 NMT1 NOD2 NOL3 OMA1 OPA1 PARK7 PARL PDCD5 PDE2A PGAM5 PID1 PINK1 PISD PLAUR PLD6 PLSCR3 PMAIP1 PPARG PPARGC1A PPIF PRELID1 PRKN PRMT6 PSMD10 PYCARD RALA RALBP1 RAP1GDS1 RHOT1 RNF41 SIRT7 SLC25A31 SLC25A4 SLC25A5 SLC25A6 SLC30A9 SLC35F6 SPIRE1 SQSTM1 SREBF1 SREBF2 SSBP1 STAT2 STOX1 TFRC TIGAR TMEM102 TMEM135 TMEM14A TNFSF10 TP53 TREM2 TRIAP1 TSC2 TSPO USP30 USP36 VAT1 VDAC1 VPS13C VPS13D VPS35 ZDHHC6 ZNF205 GOBP_REGULATION_OF_MITOPHAGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MITOPHAGY ADCY10 AMBRA1 CERS1 IRGM NOD2 PINK1 RNF41 SLC25A4 SLC25A5 TIGAR TP53 TSC2 USP30 VDAC1 VPS13C VPS13D GOBP_REGULATION_OF_MITOTIC_CELL_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MITOTIC_CELL_CYCLE AATF ABL1 ABRAXAS1 ACTB ACTL6A ACTL6B ACVR1 ADAM17 ADAMTS1 AFAP1L2 AIF1 AKT1 AMBRA1 ANAPC1 ANAPC10 ANAPC11 ANAPC13 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 ANGEL2 ANKRD17 ANLN ANXA1 APC APP APPL1 APPL2 ARID1A ARID1B ARID2 ASAH2 ASCL1 ASNS ATAD5 ATF2 ATM AURKA AURKAIP1 AURKB AVEN BABAM1 BABAM2 BARD1 BCL2 BCL6 BCL7A BCL7B BCL7C BID BIRC5 BLM BMP4 BMP7 BORA BRCA1 BRCA2 BRCC3 BRD4 BRD7 BRINP1 BRINP2 BRINP3 BRSK1 BTC BTG1 BTG2 BTG3 BTG4 BTN2A2 BUB1 BUB1B BUB3 CACNB4 CASP2 CAV2 CCDC57 CCDC8 CCL2 CCNB1 CCND1 CCND2 CCNG1 CCNH CD28 CDC14A CDC14B CDC14C CDC16 CDC20 CDC23 CDC25A CDC25B CDC25C CDC26 CDC27 CDC42 CDC6 CDC7 CDC73 CDCA2 CDCA5 CDCA8 CDK1 CDK10 CDK11A CDK11B CDK2 CDK2AP2 CDK3 CDK4 CDK5RAP2 CDK5RAP3 CDK6 CDK7 CDK9 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CDKN2D CENPE CENPF CENPJ CHEK1 CHEK2 CHFR CHMP4C CKS1B CKS2 CLSPN CPSF3 CRADD CRLF3 CTC1 CTDSP1 CTDSP2 CTDSPL CTNNB1 CUL3 CUL4A CUL4B CUL7 CUL9 CYLD CYP1A1 DACT1 DAPK3 DBF4B DCUN1D3 DDB1 DDR2 DDX3X DLG1 DLGAP5 DMRT1 DONSON DPF1 DPF2 DPF3 DRD3 DTL DUSP1 DUSP3 DYNC1LI1 DYNLT3 E2F1 E2F7 E4F1 ECD EDN1 EDN3 EGF EGFR EIF4E EIF4EBP1 EIF4G1 EME1 EME2 EPGN ERCC2 ERCC3 EREG ESPL1 EZH2 FAM107A FANCD2 FBXO31 FBXO43 FBXO5 FBXO7 FBXW5 FGF10 FGF8 FHL1 FOXA1 FOXC1 FOXG1 FOXN3 FOXO4 FZD3 FZR1 GAS1 GBF1 GEN1 GFI1B GIGYF2 GJC2 GML GMNN GPNMB GPR132 GTSE1 HASPIN HDAC3 HECA HECW2 HES1 HNRNPU HOXA13 HSF1 HSPA2 HUS1 HUS1B HYAL1 ID2 IER3 IGF1 IGF2 IK IL10 IL1A IL1B INCENP INHBA INIP INO80 INS INSR INTS13 INTS3 IQGAP1 JADE1 KANK2 KCNA5 KCNH5 KIF14 KIF20B KLF4 KLHL18 KLHL22 KMT2E KNL1 KNTC1 L3MBTL1 LCMT1 LGMN LRP5 LSM10 LSM11 MAD1L1 MAD2L1 MAD2L1BP MAD2L2 MAEA MAP3K20 MBLAC1 MBTPS1 MBTPS2 MCIDAS MDC1 MDM2 MECP2 MEIOC MEIS2 MEPCE MIIP MIR133A1 MIR133B MIR134 MIR137 MIR15A MIR15B MIR16-1 MIR193A MIR195 MIR19B1 MIR208A MIR21 MIR214 MIR221 MIR222 MIR26A1 MIR29A MIR29B1 MIR29C MIR30C2 MIR362 MIR372 MIR451A MIR495 MIR515-1 MIR519D MIR520A MIR520H MIR638 MIR892B MKI67 MNAT1 MRE11 MRNIP MSH2 MTA3 MTBP MUC1 MUS81 MYO16 NABP1 NABP2 NACC2 NAE1 NBN NDC80 NEK11 NEK2 NEK6 NEK7 NEK9 NEUROG1 NHERF1 NKX3-1 NLE1 NME6 NOP53 NPM2 NSMCE2 NUF2 NUP62 NUSAP1 OBSL1 ORC1 OVOL1 PABIR1 PAFAH1B1 PBRM1 PBX1 PCID2 PDGFB PDGFRB PDXP PHB2 PHF10 PHIP PHOX2B PIDD1 PIM2 PIM3 PIN1 PINX1 PKD1 PKD2 PKIA PKMYT1 PKN2 PLCB1 PLK1 PLK2 PLK3 PLK5 PLRG1 PML POLDIP2 PPP1R10 PPP1R9B PPP2CA PRAP1 PRKCA PRKDC PRMT2 PRMT5 PSME1 PSME2 PSME3 PSMG2 PTCH1 PTEN PTPN11 PTPN3 PTPN6 RAB11A RAD17 RAD21 RAD50 RAD51B RAD51C RAD9A RAD9B RB1 RBBP8 RBL1 RBL2 RBM46 RCC1 RCC2 RDX RFPL1 RFWD3 RGCC RINT1 RIOK2 RNASEH2B RNF20 RNF40 RPA2 RPA3 RPL26 RPRM RPS27L RPS6KB1 RPTOR RRM1 RRM2 RRM2B SASS6 SCRIB SDCBP SDE2 SETMAR SH2B1 SHB SIK1 SIN3A SIRT1 SIRT2 SLFN11 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMOC2 SMPD3 SPC24 SPC25 SPDL1 SPHK1 SRA1 STAT5B STIL STK33 STOX1 SYF2 TAL1 TAOK1 TAOK2 TAOK3 TERT TEX14 TFAP4 TFDP1 TFDP3 TGFA THAP1 TICRR TIPIN TM4SF5 TMEM14B TMEM8B TMOD3 TNF TOM1L1 TOM1L2 TOPBP1 TP53 TP73 TPR TPRA1 TREX1 TRIAP1 TRIM35 TRIM39 TRIP13 TTC28 TTK TTL TTLL12 UBD UBE2C UBE2E2 UIMC1 USP2 USP22 USP44 USP47 VPS4A VPS4B WAC WEE1 WNT10B XPC XRCC3 YTHDC2 YWHAE ZFP36L1 ZFP36L2 ZFYVE19 ZMPSTE24 ZNF207 ZNF268 ZNF655 ZNF830 ZW10 ZWILCH ZWINT GOBP_REGULATION_OF_MITOTIC_CELL_CYCLE_PHASE_TRANSITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MITOTIC_CELL_CYCLE_PHASE_TRANSITION ABRAXAS1 ACTB ACTL6A ACTL6B ACVR1 ADAM17 ADAMTS1 AIF1 AKT1 AMBRA1 ANAPC11 ANAPC15 ANAPC4 ANAPC5 ANAPC7 ANKRD17 ANLN ANXA1 APC APP APPL1 APPL2 ARID1A ARID1B ARID2 ATAD5 ATM AURKA AURKB AVEN BABAM1 BABAM2 BARD1 BCL2 BCL7A BCL7B BCL7C BID BIRC5 BLM BRCA1 BRCC3 BRD4 BRD7 BRSK1 BTN2A2 BUB1 BUB1B BUB3 CACNB4 CASP2 CCL2 CCNB1 CCND1 CCND2 CCNG1 CCNH CDC14A CDC14B CDC14C CDC16 CDC20 CDC23 CDC25A CDC25B CDC25C CDC6 CDC7 CDC73 CDCA5 CDCA8 CDK1 CDK10 CDK2 CDK2AP2 CDK3 CDK4 CDK5RAP2 CDK5RAP3 CDK6 CDK7 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CDKN2D CENPE CENPF CENPJ CHEK1 CHEK2 CHFR CHMP4C CLSPN CPSF3 CRADD CRLF3 CTC1 CTDSP1 CTDSP2 CTDSPL CUL3 CUL4A CUL4B CYP1A1 DACT1 DBF4B DCUN1D3 DDB1 DDR2 DDX3X DLG1 DLGAP5 DONSON DPF1 DPF2 DPF3 DTL DUSP1 DYNC1LI1 E2F1 E2F7 ECD EGFR EIF4G1 ERCC2 ERCC3 ESPL1 EZH2 FAM107A FBXO31 FBXO5 FBXO7 FGF10 FHL1 FOXN3 FOXO4 FZR1 GEN1 GFI1B GIGYF2 GJC2 GML GPNMB GPR132 GTSE1 HASPIN HECW2 HSPA2 HUS1 HUS1B HYAL1 ID2 IER3 IK INCENP INHBA INIP INO80 INTS3 JADE1 KANK2 KCNA5 KCNH5 KIF14 KLF4 KLHL18 KLHL22 KMT2E KNL1 KNTC1 LCMT1 LSM10 LSM11 MAD1L1 MAD2L1 MAD2L1BP MAD2L2 MAP3K20 MBLAC1 MBTPS1 MBTPS2 MDM2 MECP2 MEPCE MIIP MIR133A1 MIR133B MIR137 MIR15A MIR15B MIR16-1 MIR193A MIR195 MIR19B1 MIR208A MIR214 MIR221 MIR222 MIR26A1 MIR29A MIR29B1 MIR29C MIR30C2 MIR362 MIR372 MIR451A MIR495 MIR515-1 MIR519D MIR520A MIR520H MIR638 MIR892B MNAT1 MRE11 MRNIP MTA3 MTBP MUC1 MYO16 NABP1 NABP2 NACC2 NAE1 NBN NDC80 NEK11 NEK6 NEUROG1 NOP53 NPM2 NSMCE2 NUF2 ORC1 PABIR1 PBRM1 PBX1 PCID2 PHB2 PHF10 PHOX2B PIDD1 PINX1 PKD1 PKD2 PKIA PLCB1 PLK1 PLK2 PLK3 PLK5 PLRG1 PML PPP1R9B PPP2CA PRAP1 PRKDC PRMT2 PSME1 PSME2 PSME3 PSMG2 PTEN PTPN6 RAB11A RAD17 RAD21 RAD50 RAD51B RAD51C RB1 RBBP8 RBL1 RBL2 RCC2 RDX RFPL1 RFWD3 RGCC RINT1 RIOK2 RNASEH2B RPA2 RPL26 RPS27L RPTOR RRM1 RRM2 RRM2B SASS6 SDE2 SIN3A SIRT2 SLFN11 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SPC24 SPC25 SPDL1 STIL STOX1 SYF2 TAOK1 TAOK2 TAOK3 TERT TEX14 TFAP4 TFDP1 TFDP3 TICRR TM4SF5 TMEM14B TMOD3 TOPBP1 TP53 TPR TPRA1 TREX1 TRIAP1 TRIM39 TRIP13 TTK UBD UBE2C UBE2E2 UIMC1 USP44 USP47 VPS4A VPS4B WAC WEE1 WNT10B XPC XRCC3 ZFP36L1 ZFP36L2 ZFYVE19 ZNF207 ZNF655 ZNF830 ZW10 ZWILCH ZWINT GOBP_REGULATION_OF_MITOTIC_CELL_CYCLE_SPINDLE_ASSEMBLY_CHECKPOINT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MITOTIC_CELL_CYCLE_SPINDLE_ASSEMBLY_CHECKPOINT ANAPC15 AURKB BIRC5 CCNB1 CDCA8 CDK5RAP2 DUSP1 DYNC1LI1 GEN1 INCENP KNL1 LCMT1 MAD1L1 MAD2L1 MAD2L1BP NDC80 PCID2 PRAP1 TPR USP44 XRCC3 GOBP_REGULATION_OF_MITOTIC_CENTROSOME_SEPARATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MITOTIC_CENTROSOME_SEPARATION CEP85 CHEK1 KIF11 KIF25 MAP9 NEK2 NSFL1C RANBP1 UBXN2B GOBP_REGULATION_OF_MITOTIC_CYTOKINESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MITOTIC_CYTOKINESIS ANKRD53 AURKB BIRC5 CDCA8 DCDC1 INCENP KIF20B MAP9 NUP62 POLDIP2 WNK1 GOBP_REGULATION_OF_MITOTIC_NUCLEAR_DIVISION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MITOTIC_NUCLEAR_DIVISION ANAPC11 ANAPC15 ANAPC5 ANAPC7 APC ATM AURKA AURKAIP1 AURKB BIRC5 BMP4 BMP7 BORA BTC BUB1 BUB1B BUB3 CAV2 CCDC8 CCNB1 CD28 CDC16 CDC20 CDC23 CDC25C CDC42 CDCA2 CDCA8 CDK5RAP2 CENPF CHEK1 CUL3 CUL7 CUL9 DAPK3 DLGAP5 DMRT1 DRD3 DUSP1 DYNC1LI1 EDN1 EDN3 EGF EPGN EREG ESPL1 FBXO43 FBXO5 FBXW5 FGF8 GEN1 HASPIN HOXA13 IGF1 IGF2 IK IL1A IL1B INCENP INS INSR KIF20B KLHL22 KNL1 KNTC1 L3MBTL1 LCMT1 LRP5 MAD1L1 MAD2L1 MAD2L1BP MAD2L2 MKI67 MTBP NDC80 NEK2 NME6 NSMCE2 NUF2 NUP62 NUSAP1 OBSL1 PCID2 PDGFB PDGFRB PDXP PHIP PIN1 PKMYT1 PLK1 PRAP1 PRMT5 PSMG2 RAD21 RB1 RCC1 RGCC SH2B1 SMPD3 SPC24 SPC25 SPDL1 SPHK1 TEX14 TGFA TNF TOM1L1 TOM1L2 TPR TRIP13 TTK UBE2C USP44 XRCC3 ZNF207 ZW10 ZWILCH ZWINT GOBP_REGULATION_OF_MITOTIC_RECOMBINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MITOTIC_RECOMBINATION ANKLE1 ERCC2 MLH1 MRE11 RAD50 TERF2 ZSCAN4 GOBP_REGULATION_OF_MITOTIC_SISTER_CHROMATID_SEGREGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MITOTIC_SISTER_CHROMATID_SEGREGATION ANAPC15 APC ATM AURKB BECN1 BIRC5 BUB1 BUB1B BUB3 CCNB1 CDC20 CDCA8 CDK1 CDK5RAP2 CENPF DUSP1 DYNC1LI1 FBXO5 GEN1 HASPIN HNRNPU IK INCENP KAT2B KAT5 KLHL22 KNL1 KNTC1 LCMT1 MAD1L1 MAD2L1 MAD2L1BP MAD2L2 NDC80 NUF2 NUMA1 PCID2 PLK1 PRAP1 PSMG2 RAD21 SPC24 SPC25 SPDL1 TEX14 TPR TRIP13 TTK USP44 XRCC3 ZNF207 ZW10 ZWILCH ZWINT GOBP_REGULATION_OF_MITOTIC_SPINDLE_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MITOTIC_SPINDLE_ASSEMBLY CCSAP CEP97 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 DRG1 EML3 HNRNPU HSPA1A HSPA1B PDCD6IP PLK1 TPR VPS4B GOBP_REGULATION_OF_MODIFICATION_OF_POSTSYNAPTIC_ACTIN_CYTOSKELETON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MODIFICATION_OF_POSTSYNAPTIC_ACTIN_CYTOSKELETON BAIAP2 CTTNBP2 CYFIP1 RHOA TIAM1 GOBP_REGULATION_OF_MODIFICATION_OF_POSTSYNAPTIC_STRUCTURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MODIFICATION_OF_POSTSYNAPTIC_STRUCTURE BAIAP2 CAMKV CHMP2B CTTNBP2 CYFIP1 EGLN1 RHOA RHOB TIAM1 GOBP_REGULATION_OF_MODIFICATION_OF_SYNAPTIC_STRUCTURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MODIFICATION_OF_SYNAPTIC_STRUCTURE ABL1 BAIAP2 CAMKV CHMP2B CLN3 CTTNBP2 CYFIP1 EGLN1 EPHA4 GRIPAP1 RHOA RHOB TIAM1 GOBP_REGULATION_OF_MONOATOMIC_ANION_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MONOATOMIC_ANION_TRANSMEMBRANE_TRANSPORT ABCB1 ANO9 CFTR GOPC GRM5 PRNP RIPK1 TCAF1 TCAF2 GOBP_REGULATION_OF_MONOATOMIC_ANION_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MONOATOMIC_ANION_TRANSPORT ABCB1 AHCYL1 ANO9 ATP8B1 CA2 CA7 CFTR GABRE GOPC GRM5 PDZK1 PRKG2 PRNP RAB11B RIPK1 STC1 TCAF1 TCAF2 GOBP_REGULATION_OF_MONOATOMIC_CATION_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MONOATOMIC_CATION_TRANSMEMBRANE_TRANSPORT ABL1 ACTN2 ACTN4 ADCYAP1R1 ADRA2A AHNAK AKAP5 AKAP6 AKAP9 ALG10B AMIGO1 ANK2 ANK3 ANO6 ANTKMT APLNR ATG5 ATP1A2 ATP1B1 ATP1B2 ATP1B3 ATP2A1 ATP2B4 ATP4A ATP7A ATPSCKMT BAK1 BAX BCL2 BDKRB1 BIN1 BPIFA1 CAB39 CABP1 CABP2 CABP4 CABP5 CACNA1C CACNA1D CACNA2D1 CACNB1 CACNB2 CACNB3 CACNB4 CACNG1 CACNG6 CALCR CALM1 CALM2 CALM3 CAMK2D CAPN3 CASQ1 CASQ2 CAV1 CAV3 CBARP CD19 CD63 CEMIP CHD7 CHP1 CHP2 CLIC2 COA8 COMMD1 CORO1A COX17 CRACR2A CRHR1 CTSS CX3CL1 CXCL10 CXCL11 CXCL9 CYBA DHRS7C DIAPH1 DLG1 DMD DPP10 DPP6 DRD1 DRD2 DRD3 DRD4 EDN1 EDN3 EDNRA EPO F2 F2R F2RL3 FGF11 FGF12 FGF13 FGF14 FHL1 FKBP1A FKBP1B FKBP1C FLNA FMR1 FXYD1 FXYD2 FXYD3 FXYD4 FXYD5 FXYD6 FXYD6P3 FXYD7 FYN G6PD GAL GALR2 GJC2 GLRX GNB2 GNB5 GPD1L GPER1 GPR35 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRM6 GRP GSTM2 GSTO1 HAMP HAP1 HECW1 HECW2 HOMER1 HPCA HRC HTT IFNG IL13 ISCU ITGB1 ITGB3 JPH1 JPH2 JPH3 JPH4 JSRP1 KCNAB1 KCNAB2 KCNAB3 KCNC1 KCNC2 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNG1 KCNH2 KCNIP1 KCNIP2 KCNIP3 KCNIP4 KCNJ2 KCNMB1 KCNN2 KCNN4 KCNQ1 KCNRG KCNS1 KCNS2 KEL LACRT LHCGR LIME1 LRRC26 LRRC38 LRRC52 LRRC55 LYN METTL21C MIR1-1 MIR103A1 MIR133A1 MIR153-1 MIR192 MIR200C MIR208A MIR208B MIR21 MIR210 MIR212 MIR24-1 MIR26A1 MIR29B1 MIR30D MIR328 MIR448 MIR499A MIR93 MMP9 MS4A1 NDUFA4 NEDD4 NEDD4L NETO1 NIPSNAP2 NOS1 NOS1AP NPPA NPSR1 NTSR1 OPRK1 OSR1 OXSR1 P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX7 P2RY6 PCSK9 PDE4B PDE4D PDPK1 PDZK1 PHB2 PIK3CG PIRT PKD2 PLA2G1B PLCG1 PLN PLP1 PML PPIF PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PRKACA PRKCE PRKD1 PRNP PSEN2 PTK2B PTPN3 PTPN6 RAMP3 RANGRF REM1 RGS4 RGS7 RNF207 RYR2 SCN1B SCN2B SCN3B SCN4B SCN5A SELENON SESTD1 SLC30A1 SLC31A2 SLC8A1 SLC9A1 SLMAP SLN SNCA SNTA1 SPHK2 SRI STAC STAC2 STAC3 STIM1 STIM2 STIMATE STK39 STRIT1 SUMO1 TCIRG1 TESC THY1 TLR9 TMBIM6 TMC1 TMC2 TMEM38A TMEM38B TMSB4X TRDN TREM2 TRPC1 TRPC3 TSPAN13 UBASH3B UBQLN1 UBR3 UTRN VAMP2 VDAC1 VMP1 WNK1 WNK2 WNK3 WNK4 WWP2 XCL1 YWHAE YWHAH GOBP_REGULATION_OF_MONOATOMIC_ION_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MONOATOMIC_ION_TRANSMEMBRANE_TRANSPORT ABCB1 ABL1 ACTN2 ACTN4 ADCYAP1R1 ADRA2A ADRB2 AHNAK AKAP5 AKAP6 AKAP9 ALG10B AMIGO1 ANK2 ANK3 ANO6 ANO9 ANTKMT APLNR ARC ASIC2 ATG5 ATP1A2 ATP1B1 ATP1B2 ATP1B3 ATP2A1 ATP2B4 ATP4A ATP7A ATPSCKMT BAK1 BAX BCL2 BDKRB1 BIN1 BPIFA1 CAB39 CABP1 CABP2 CABP4 CABP5 CACNA1A CACNA1B CACNA1C CACNA1D CACNA1E CACNA1F CACNA1G CACNA1H CACNA1I CACNA1S CACNA2D1 CACNA2D2 CACNA2D3 CACNA2D4 CACNB1 CACNB2 CACNB3 CACNB4 CACNG1 CACNG2 CACNG3 CACNG4 CACNG6 CACNG7 CACNG8 CALCR CALHM1 CALM1 CALM2 CALM3 CAMK2D CAPN3 CASQ1 CASQ2 CATSPER1 CATSPER2 CATSPER3 CATSPER4 CAV1 CAV3 CBARP CCL2 CCR2 CD19 CD63 CEMIP CFTR CHD7 CHP1 CHP2 CLCA3P CLCN1 CLCN2 CLCNKA CLCNKB CLIC1 CLIC2 CLIC3 CLIC4 CLIC5 CLIC6 COA8 COMMD1 CORO1A COX17 CRACR2A CRBN CRHR1 CTSS CX3CL1 CXCL10 CXCL11 CXCL9 CYBA CYBB DHRS7C DIAPH1 DLG1 DMD DPP10 DPP6 DRD1 DRD2 DRD3 DRD4 EDN1 EDN3 EDNRA EPHB2 EPO F2 F2R F2RL3 FGF11 FGF12 FGF13 FGF14 FHL1 FKBP1A FKBP1B FKBP1C FLNA FMR1 FXYD1 FXYD2 FXYD3 FXYD4 FXYD5 FXYD6 FXYD6P3 FXYD7 FYN G6PD GAL GALR2 GJC2 GLRX GNB2 GNB5 GOPC GPD1L GPER1 GPR35 GPR89A GPR89B GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRM5 GRM6 GRP GSTM2 GSTO1 HAMP HAP1 HCN1 HCN2 HCN3 HCN4 HECW1 HECW2 HOMER1 HPCA HRC HTT HVCN1 IFNG IL13 ISCU ITGB1 ITGB3 JPH1 JPH2 JPH3 JPH4 JSRP1 KCNA1 KCNA10 KCNA2 KCNA3 KCNA4 KCNA5 KCNA6 KCNA7 KCNAB1 KCNAB2 KCNAB3 KCNB1 KCNB2 KCNC1 KCNC2 KCNC3 KCNC4 KCND1 KCND2 KCND3 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNF1 KCNG1 KCNG2 KCNG3 KCNG4 KCNH1 KCNH2 KCNH3 KCNH4 KCNH5 KCNH6 KCNH7 KCNH8 KCNIP1 KCNIP2 KCNIP3 KCNIP4 KCNJ1 KCNJ10 KCNJ11 KCNJ12 KCNJ13 KCNJ14 KCNJ15 KCNJ16 KCNJ18 KCNJ2 KCNJ3 KCNJ4 KCNJ5 KCNJ6 KCNJ8 KCNJ9 KCNK10 KCNK12 KCNK13 KCNK15 KCNK16 KCNK17 KCNK4 KCNK5 KCNK6 KCNK7 KCNMA1 KCNMB1 KCNN2 KCNN4 KCNQ1 KCNQ2 KCNQ3 KCNQ4 KCNQ5 KCNRG KCNS1 KCNS2 KCNS3 KCNU1 KCNV1 KCNV2 KEL LACRT LHCGR LIME1 LRRC26 LRRC38 LRRC52 LRRC55 LYN METTL21C MIR1-1 MIR103A1 MIR133A1 MIR153-1 MIR192 MIR200C MIR208A MIR208B MIR21 MIR210 MIR212 MIR24-1 MIR26A1 MIR29B1 MIR30D MIR328 MIR448 MIR499A MIR93 MMP9 MS4A1 NALCN NDUFA4 NEDD4 NEDD4L NETO1 NHERF1 NIPSNAP2 NLGN3 NOS1 NOS1AP NOX1 NPPA NPSR1 NTSR1 OPRK1 OSR1 OXSR1 P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX7 P2RY6 PCSK9 PDE4B PDE4D PDPK1 PDZK1 PHB2 PIK3CG PIRT PKD2 PLA2G1B PLCG1 PLN PLP1 PML PPIF PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PRKACA PRKCE PRKD1 PRNP PSEN2 PTK2B PTPN3 PTPN6 RAMP3 RANGRF RELN REM1 RGS4 RGS7 RIPK1 RNF207 RYR2 SCN10A SCN11A SCN1A SCN1B SCN2A SCN2B SCN3A SCN3B SCN4A SCN4B SCN5A SCN7A SCN8A SCN9A SELENON SESTD1 SHANK3 SLC26A5 SLC30A1 SLC31A2 SLC6A9 SLC8A1 SLC9A1 SLMAP SLN SNCA SNTA1 SPHK2 SRI STAC STAC2 STAC3 STIM1 STIM2 STIMATE STK39 STOM STRIT1 SUMO1 TCAF1 TCAF2 TCIRG1 TESC THY1 TLR9 TMBIM6 TMC1 TMC2 TMEM109 TMEM37 TMEM38A TMEM38B TMSB4X TPCN1 TPCN2 TRDN TREM2 TRPC1 TRPC3 TRPC6 TRPM5 TSPAN13 UBASH3B UBQLN1 UBR3 UTRN VAMP2 VDAC1 VMP1 WNK1 WNK2 WNK3 WNK4 WWP2 XCL1 YWHAE YWHAH YWHAQ GOBP_REGULATION_OF_MONOATOMIC_ION_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MONOATOMIC_ION_TRANSPORT ABCB1 ABCC8 ABL1 ACE ACTN2 ACTN4 ADCYAP1R1 ADORA1 ADORA2A ADRA2A ADRB2 AHCYL1 AHNAK AKAP5 AKAP6 AKAP9 AKT1 ALG10B AMIGO1 ANK2 ANK3 ANO6 ANO9 ANTKMT APLNR ARC ASIC2 ATF4 ATG5 ATP1A1 ATP1A2 ATP1B1 ATP1B2 ATP1B3 ATP2A1 ATP2B1 ATP2B4 ATP2C2 ATP4A ATP7A ATP8B1 ATPSCKMT B2M BAK1 BAX BCL2 BDKRB1 BEST1 BEST3 BIN1 BPIFA1 CA2 CA7 CAB39 CABP1 CABP2 CABP4 CABP5 CACNA1A CACNA1B CACNA1C CACNA1D CACNA1E CACNA1F CACNA1G CACNA1H CACNA1I CACNA1S CACNA2D1 CACNA2D2 CACNA2D3 CACNA2D4 CACNB1 CACNB2 CACNB3 CACNB4 CACNG1 CACNG2 CACNG3 CACNG4 CACNG6 CACNG7 CACNG8 CALCR CALHM1 CALM1 CALM2 CALM3 CAMK2A CAMK2B CAMK2D CAMK2G CAPN3 CASK CASQ1 CASQ2 CASR CATSPER1 CATSPER2 CATSPER3 CATSPER4 CAV1 CAV3 CBARP CCL2 CCL3 CCL4 CCL5 CCR1 CCR2 CD19 CD33 CD4 CD63 CD84 CEMIP CFTR CHD7 CHP1 CHP2 CHRM1 CLCA3P CLCN1 CLCN2 CLCNKA CLCNKB CLDN10 CLIC1 CLIC2 CLIC3 CLIC4 CLIC5 CLIC6 CNKSR3 CNR1 CNTN1 COA8 COMMD1 CORO1A COX17 CRACR2A CRACR2B CRBN CRHR1 CTNNB1 CTSS CX3CL1 CXCL10 CXCL11 CXCL12 CXCL9 CXCR4 CYBA CYBB DHRS7C DIAPH1 DLG1 DMD DMPK DPP10 DPP6 DRD1 DRD2 DRD3 DRD4 EDN1 EDN3 EDNRA EFHB EGF EPB41 EPHB2 EPO EPPIN F2 F2R F2RL3 FCRL3 FFAR1 FGF11 FGF12 FGF13 FGF14 FHL1 FKBP1A FKBP1B FKBP1C FLNA FMR1 FXYD1 FXYD2 FXYD3 FXYD4 FXYD5 FXYD6 FXYD6P3 FXYD7 FYN G6PD GABRE GAL GALR2 GCG GCK GJC2 GLRX GNAI2 GNB2 GNB5 GOPC GPD1L GPER1 GPR35 GPR89A GPR89B GRAMD2A GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3B GRM5 GRM6 GRP GSTM2 GSTO1 HAMP HAP1 HCN1 HCN2 HCN3 HCN4 HCRT HECW1 HECW2 HES1 HFE HOMER1 HOMER2 HOMER3 HPCA HRC HRH3 HTR1A HTR1B HTR2A HTT HVCN1 IFNG IL13 IL16 INPP5K ISCU ITGB1 ITGB3 JPH1 JPH2 JPH3 JPH4 JSRP1 KCNA1 KCNA10 KCNA2 KCNA3 KCNA4 KCNA5 KCNA6 KCNA7 KCNAB1 KCNAB2 KCNAB3 KCNB1 KCNB2 KCNC1 KCNC2 KCNC3 KCNC4 KCND1 KCND2 KCND3 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNF1 KCNG1 KCNG2 KCNG3 KCNG4 KCNH1 KCNH2 KCNH3 KCNH4 KCNH5 KCNH6 KCNH7 KCNH8 KCNIP1 KCNIP2 KCNIP3 KCNIP4 KCNJ1 KCNJ10 KCNJ11 KCNJ12 KCNJ13 KCNJ14 KCNJ15 KCNJ16 KCNJ18 KCNJ2 KCNJ3 KCNJ4 KCNJ5 KCNJ6 KCNJ8 KCNJ9 KCNK10 KCNK12 KCNK13 KCNK15 KCNK16 KCNK17 KCNK4 KCNK5 KCNK6 KCNK7 KCNMA1 KCNMB1 KCNN2 KCNN4 KCNQ1 KCNQ2 KCNQ3 KCNQ4 KCNQ5 KCNRG KCNS1 KCNS2 KCNS3 KCNU1 KCNV1 KCNV2 KEL KIF5B LACRT LEP LGALS3 LHCGR LILRA2 LILRA5 LILRB1 LILRB2 LIME1 LRRC26 LRRC38 LRRC52 LRRC55 LYN MAOB MCHR1 METTL21C MIR1-1 MIR103A1 MIR133A1 MIR153-1 MIR192 MIR200C MIR208A MIR208B MIR21 MIR210 MIR212 MIR24-1 MIR26A1 MIR29B1 MIR30D MIR328 MIR34A MIR424 MIR448 MIR499A MIR93 MLLT6 MMP9 MRLN MS4A1 MYLK NALCN NDUFA4 NEDD4 NEDD4L NETO1 NHERF1 NIPSNAP2 NKAIN1 NKAIN2 NKAIN3 NKAIN4 NKX2-5 NLGN3 NOS1 NOS1AP NOS3 NOX1 NPPA NPSR1 NTSR1 OPRD1 OPRK1 ORAI1 OSR1 OXSR1 P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX7 P2RY1 P2RY12 P2RY6 PACSIN3 PCSK9 PDE4B PDE4D PDGFB PDGFRB PDPK1 PDZK1 PER1 PHB2 PIK3CG PIRT PKD2 PKP2 PLA2G1B PLCG1 PLN PLP1 PLPP4 PML PPIF PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PRKACA PRKCE PRKD1 PRKG2 PRNP PRSS8 PSEN2 PTGS2 PTK2B PTPN3 PTPN6 PXK RAB11B RAMP3 RANGRF RCVRN RELN REM1 RGS4 RGS7 RIPK1 RNF207 RYR2 SARAF SCN10A SCN11A SCN1A SCN1B SCN2A SCN2B SCN3A SCN3B SCN4A SCN4B SCN5A SCN7A SCN8A SCN9A SELENON SEMG1 SERPINE2 SESTD1 SHANK3 SIK1 SLC26A5 SLC30A1 SLC30A6 SLC31A2 SLC6A4 SLC6A9 SLC8A1 SLC8B1 SLC9A1 SLMAP SLN SNCA SNTA1 SPG11 SPHK2 SPINK1 SPTBN4 SRI STAC STAC2 STAC3 STC1 STC2 STIM1 STIM2 STIMATE STK39 STOM STRIT1 SUMO1 TACR2 TCAF1 TCAF2 TCIRG1 TESC TF THY1 TLR9 TMBIM6 TMC1 TMC2 TMEM109 TMEM37 TMEM38A TMEM38B TMSB4X TPCN1 TPCN2 TRDN TREM2 TRIM27 TRPC1 TRPC3 TRPC6 TRPM5 TRPV2 TRPV3 TSPAN13 TSPO UBASH3B UBQLN1 UBR3 UCN UTRN VAMP2 VDAC1 VIP VMP1 WFS1 WNK1 WNK2 WNK3 WNK4 WWP2 XCL1 YWHAE YWHAH YWHAQ GOBP_REGULATION_OF_MONOCYTE_CHEMOTAXIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MONOCYTE_CHEMOTAXIS AIF1 ANO6 CCL1 CCL5 CCN3 CCR1 CCR2 CREB3 CX3CR1 CXCL10 CXCL12 CXCL17 DEFB124 DUSP1 FPR2 GREM1 HMGB1 LGMN LYN MICOS10-NBL1 MOSPD2 NBL1 PLA2G7 S100A14 S100A7 SERPINE1 SLAMF8 SLIT2 TNFSF18 GOBP_REGULATION_OF_MONOCYTE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MONOCYTE_DIFFERENTIATION ACIN1 APCS CD4 CD74 CDK6 CSF1 CTNNBIP1 DCSTAMP FES FOXP1 GPR68 HLA-DRB1 HOXA7 IL34 INPP5D IRF7 MIR125B1 MYC ZBTB46 ZFP36L1 GOBP_REGULATION_OF_MONOCYTE_EXTRAVASATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MONOCYTE_EXTRAVASATION AGER CCR2 CD47 JAM3 MIR146A PDGFD PLCB1 GOBP_REGULATION_OF_MONONUCLEAR_CELL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MONONUCLEAR_CELL_MIGRATION ABL1 ABL2 ADAM10 ADAM17 ADAM8 ADTRP AGER AIF1 AIRE AKIRIN1 AKT1 ANO6 APOD APP ASCL2 BMP5 C1QBP C3AR1 C5AR1 CALR CCL1 CCL2 CCL20 CCL21 CCL3 CCL4 CCL5 CCL7 CCN3 CCR1 CCR2 CCR6 CCR7 CD200 CD200R1 CD47 CD99L2 CMKLR1 CORO1A CREB3 CRK CRKL CSF1 CSF1R CX3CR1 CXCL10 CXCL12 CXCL13 CXCL17 DEFB124 DOCK8 DUSP1 ECM1 FADD FPR2 GAS6 GCSAM GCSAML GPR15LG GREM1 HMGB1 IL12A IL27RA IL34 IL4 ITGA4 ITGB3 JAM2 JAM3 KLRC4-KLRK1 KLRK1 LGALS3 LGALS9 LGMN LRCH1 LYN MADCAM1 MAPK1 MAPK3 MDK MIA3 MICOS10-NBL1 MIR146A MOSPD2 MSN MSTN NBL1 NEDD9 OXSR1 PADI2 PDGFD PLA2G7 PLCB1 PTK2 PTK2B PYCARD RARRES2 RHOA RIPK3 RIPOR2 S100A14 S100A7 SELENOK SERPINE1 SLAMF1 SLAMF8 SLC8B1 SLIT2 SPI1 SPN SPNS2 STK10 STK39 THBS1 TMEM102 TNF TNFRSF14 TNFSF14 TNFSF18 TRPV4 WASL WNK1 WNT5A XCL1 XCL2 GOBP_REGULATION_OF_MONOOXYGENASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MONOOXYGENASE_ACTIVITY AGTR2 AKT1 APOE ATP2B4 ATP7A CAV3 CDH3 CYP27B1 DHFR DHFRP1 EGFR FCER2 FGF23 GCH1 GDNF GFI1 GLA HIF1A HTR2B IFNG IL1A IL1B INS LEP MIR130B MIR132 MIR138-1 MIR212 MIR26A1 MIR27B MIR378A NFKB1 NOS1AP NOSIP NPR3 NUS1 PARK7 PIK3CB POR S100A1 SCARB1 SNCA TERF2 TERT TNF VDR GOBP_REGULATION_OF_MORPHOGENESIS_OF_AN_EPITHELIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MORPHOGENESIS_OF_AN_EPITHELIUM ABL1 ADAMTS12 AGT AGTR2 AR BMP4 BMP7 BTBD7 CAV3 CTNNB1 CXCL10 EGF ESR1 FGF1 FGF10 FGF2 FGF7 FKBPL FOXP1 GATA3 GDNF GJA1 GREM1 HGF HOXB7 HOXD13 ITGAX LBX2 LGR4 LHX1 LIF MAGED1 MDK MIR21 MMRN2 NKD1 NOG NTN4 PAX2 PAX8 PDGFA PHB2 PIK3CD RNF207 SFRP1 SHH SIRT6 SIX1 SIX2 SIX4 SMO SNAI2 SOX8 SOX9 STOX1 SULF1 TACSTD2 TBX2 TNF VEGFA WNT2 WNT2B WNT4 WNT5A WNT5B GOBP_REGULATION_OF_MORPHOGENESIS_OF_A_BRANCHING_STRUCTURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MORPHOGENESIS_OF_A_BRANCHING_STRUCTURE ABL1 AGT AGTR2 AR BCL11A BMP4 BMP7 BTBD7 CAV3 CTNNB1 ESR1 FGF10 FGF7 FGFR2 FKBPL GDNF GREM1 HGF HOXB7 HOXD13 LGR4 LHX1 LRRK2 MAGED1 MAP3K13 MDK MECP2 NOG NTN4 PAX2 PAX8 PDGFA PHB2 RTN4 SFRP1 SHH SHOX2 SIRT6 SIX1 SIX2 SIX4 SMO SNAI2 SOX8 SOX9 SULF1 TACSTD2 TNF VEGFA WNT2 WNT2B WNT5A GOBP_REGULATION_OF_MOTOR_NEURON_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MOTOR_NEURON_APOPTOTIC_PROCESS BAX BCL2 CNTFR CRLF1 ERBB3 KCNB1 MAP2K4 MAP2K7 MAP3K12 NEFL RAPSN RHOA ROCK1 VPS54 ZPR1 GOBP_REGULATION_OF_MRNA_3_END_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MRNA_3_END_PROCESSING AHCYL1 BARD1 CDC73 CDK9 DHX36 LEO1 NCBP1 NCBP2 PAF1 PAPOLA ZC3H14 ZFP36L1 GOBP_REGULATION_OF_MRNA_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MRNA_CATABOLIC_PROCESS A1CF AGO1 AGO2 AGO3 AGO4 AKT1 ALKBH5 ANGEL2 APEX1 APOBEC1 AXIN2 BOLL BTG2 CACNG7 CALCR CAPRIN1 CARHSP1 CASC3 CELF1 CIRBP CNOT1 CNOT10 CNOT11 CNOT2 CNOT3 CNOT4 CNOT6 CNOT6L CNOT7 CNOT8 CNOT9 CPEB3 CSDC2 CSDE1 DAZ1 DAZ2 DAZ3 DAZ4 DAZL DCP1A DCP1B DCP2 DCPS DHX34 DHX36 DHX9 DIS3 DIS3L2 DND1 E2F1 EIF4A3 EIF4ENIF1 ELAVL1 ELAVL4 EXOSC2 EXOSC3 EXOSC5 EXOSC7 EXOSC8 EXOSC9 FASTK FASTKD1 FASTKD2 FASTKD3 FASTKD5 FMR1 FTO FUS FXR1 FXR2 GDNF GIGYF2 GTPBP1 HNRNPA0 HNRNPAB HNRNPC HNRNPD HNRNPR HNRNPU IGF2BP1 IGF2BP2 IGF2BP3 IKBKE IREB2 KHSRP LARP1 LARP1B LARP4B LSM1 MAGOH MAGOHB MAPK14 MAPKAPK2 MEIOC METTL14 METTL16 METTL3 MEX3D MIR1-1 MIR100 MIR103B1 MIR106A MIR125A MIR125B1 MIR128-1 MIR130A MIR133A1 MIR135B MIR137 MIR140 MIR145 MIR146A MIR149 MIR151A MIR181A2 MIR185 MIR18A MIR190B MIR191 MIR192 MIR195 MIR206 MIR20A MIR210 MIR212 MIR214 MIR223 MIR23A MIR24-1 MIR26B MIR27A MIR302A MIR302C MIR30B MIR326 MIR342 MIR373 MIR423 MIR4286 MIR485 MIR486-1 MIR491 MIR497 MIR517A MIR517C MIR520C MIR543 MIR562 MIR564 MIR608 MIR625 MIR655 MIR663A MIR665 MIR885 MIR9-1 MIR93 MIR96 MIR98 MIRLET7A1 MIRLET7B MIRLET7E MLH1 MOV10 MYD88 NANOS1 NANOS2 NANOS3 NBAS NOCT NPM1 NRDE2 NT5C3B PABPC1 PABPC4 PABPN1L PAIP1 PAN2 PAN3 PARN PATL1 PATL2 PCBP4 PCID2 PDE12 PKP1 PKP3 PLEKHN1 PNLDC1 PNPT1 POLR2G PRKCA PRKCD PRR5L PUM1 PUM2 RBM10 RBM24 RBM46 RBM47 RBM8A RC3H1 RC3H2 RIDA RNASEL ROCK1 ROCK2 SAMD4A SAMD4B SCGB1A1 SECISBP2 SERBP1 SLC11A1 SYNCRIP TAF15 TARDBP TBRG4 TENT4A TENT4B TENT5A TENT5B TENT5C TENT5D THRAP3 TIRAP TNKS1BP1 TNRC6A TNRC6B TNRC6C TOB1 TRAF2 TRAF3IP2 TRAF5 TRIM71 TTC5 TUT4 TUT7 UPF1 UPF3A VIM VIP YBX1 YBX3 YTHDF1 YTHDF2 YTHDF3 ZAR1 ZC3H12A ZC3H12D ZC3H14 ZC3HAV1 ZFP36 ZFP36L1 ZFP36L2 GOBP_REGULATION_OF_MRNA_EXPORT_FROM_NUCLEUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MRNA_EXPORT_FROM_NUCLEUS AKAP8L IWS1 NSUN2 SETD2 SUPT6H TPR WNK1 GOBP_REGULATION_OF_MRNA_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MRNA_METABOLIC_PROCESS A1CF AGO1 AGO2 AGO3 AGO4 AHCYL1 AKT1 ALKBH5 ANGEL2 APEX1 APOBEC1 AXIN2 BAG4 BARD1 BOLL BTG2 C1QBP CACNG7 CALCR CAPRIN1 CARHSP1 CASC3 CDC73 CDK11A CDK11B CDK9 CELF1 CELF2 CELF3 CELF4 CELF5 CELF6 CIRBP CLNS1A CNOT1 CNOT10 CNOT11 CNOT2 CNOT3 CNOT4 CNOT6 CNOT6L CNOT7 CNOT8 CNOT9 CPEB3 CSDC2 CSDE1 CWC22 DAZ1 DAZ2 DAZ3 DAZ4 DAZAP1 DAZL DCP1A DCP1B DCP2 DCPS DDX17 DDX5 DHX34 DHX36 DHX9 DIS3 DIS3L2 DND1 DYRK1A E2F1 EIF4A3 EIF4ENIF1 ELAVL1 ELAVL4 EXOSC2 EXOSC3 EXOSC5 EXOSC7 EXOSC8 EXOSC9 FAM172A FASTK FASTKD1 FASTKD2 FASTKD3 FASTKD5 FMR1 FTO FUS FXR1 FXR2 GDNF GIGYF2 GTPBP1 HMX2 HNRNPA0 HNRNPA1 HNRNPA2B1 HNRNPAB HNRNPC HNRNPD HNRNPK HNRNPL HNRNPR HNRNPU HSPA8 IGF2BP1 IGF2BP2 IGF2BP3 IKBKE IREB2 IWS1 JMJD6 KHDRBS1 KHDRBS2 KHDRBS3 KHSRP LARP1 LARP1B LARP4B LARP7 LEO1 LSM1 MAGOH MAGOHB MAPK14 MAPKAPK2 MEIOC METTL14 METTL16 METTL3 MEX3D MIR1-1 MIR100 MIR103B1 MIR106A MIR125A MIR125B1 MIR128-1 MIR130A MIR133A1 MIR135B MIR137 MIR140 MIR145 MIR146A MIR149 MIR151A MIR181A2 MIR185 MIR18A MIR190B MIR191 MIR192 MIR195 MIR206 MIR20A MIR210 MIR212 MIR214 MIR223 MIR23A MIR24-1 MIR26B MIR27A MIR302A MIR302C MIR30B MIR326 MIR342 MIR373 MIR423 MIR4286 MIR485 MIR486-1 MIR491 MIR497 MIR517A MIR517C MIR520C MIR543 MIR562 MIR564 MIR608 MIR625 MIR655 MIR663A MIR665 MIR885 MIR9-1 MIR93 MIR96 MIR98 MIRLET7A1 MIRLET7B MIRLET7E MLH1 MOV10 MYD88 MYOD1 NANOS1 NANOS2 NANOS3 NBAS NCBP1 NCBP2 NCL NOCT NOVA1 NOVA2 NPM1 NRDE2 NSRP1 NT5C3B NUP98 PABPC1 PABPC4 PABPN1L PAF1 PAIP1 PAN2 PAN3 PAPOLA PARN PATL1 PATL2 PCBP4 PCID2 PDE12 PKP1 PKP3 PLEKHN1 PNLDC1 PNPT1 POLR2G PRDX6 PRKCA PRKCD PRMT5 PRPF19 PRR5L PTBP1 PTCD2 PUF60 PUM1 PUM2 QKI RBFOX1 RBFOX2 RBFOX3 RBM10 RBM11 RBM15 RBM15B RBM20 RBM23 RBM24 RBM25 RBM3 RBM39 RBM4 RBM42 RBM46 RBM47 RBM5 RBM7 RBM8A RBMX RBMXL1 RBMY1A1 RBMY1B RBMY1D RBMY1E RBMY1F RBMY1J RC3H1 RC3H2 REST RIDA RNASEL RNPS1 ROCK1 ROCK2 SAFB SAFB2 SAMD4A SAMD4B SAP18 SCGB1A1 SECISBP2 SERBP1 SF1 SF3B4 SFSWAP SLC11A1 SLC39A5 SLTM SMU1 SNRNP70 SNW1 SON SRPK1 SRPK2 SRPK3 SRRM1 SRRM4 SRSF10 SRSF12 SRSF3 SRSF4 SRSF6 SRSF7 SRSF9 STH SUPT6H SYNCRIP TAF15 TARDBP TBRG4 TENT4A TENT4B TENT5A TENT5B TENT5C TENT5D THRAP3 TIA1 TIRAP TNKS1BP1 TNRC6A TNRC6B TNRC6C TOB1 TRA2A TRA2B TRAF2 TRAF3IP2 TRAF5 TRIM71 TTC5 TUT4 TUT7 U2AF2 UPF1 UPF3A VIM VIP WDR77 WTAP YBX1 YBX3 YTHDC1 YTHDF1 YTHDF2 YTHDF3 ZAR1 ZBTB7A ZC3H12A ZC3H12D ZC3H14 ZC3HAV1 ZFP36 ZFP36L1 ZFP36L2 GOBP_REGULATION_OF_MRNA_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MRNA_PROCESSING AHCYL1 BARD1 C1QBP CDC73 CDK11A CDK11B CDK9 CELF1 CELF2 CELF3 CELF4 CELF5 CELF6 CIRBP CLNS1A CWC22 DAZAP1 DDX17 DDX5 DHX36 DHX9 DYRK1A FAM172A FMR1 FXR1 FXR2 HMX2 HNRNPA1 HNRNPA2B1 HNRNPK HNRNPL HNRNPU HSPA8 IWS1 JMJD6 KHDRBS1 KHDRBS2 KHDRBS3 LARP7 LEO1 MAGOH MAGOHB METTL16 MYOD1 NCBP1 NCBP2 NCL NOVA1 NOVA2 NPM1 NSRP1 NUP98 PAF1 PAPOLA PCBP4 PRDX6 PRMT5 PRPF19 PTBP1 PTCD2 PUF60 QKI RBFOX1 RBFOX2 RBFOX3 RBM10 RBM11 RBM15 RBM15B RBM20 RBM23 RBM24 RBM25 RBM3 RBM39 RBM4 RBM42 RBM47 RBM5 RBM7 RBM8A RBMX RBMXL1 RBMY1A1 RBMY1B RBMY1D RBMY1E RBMY1F RBMY1J REST RNPS1 SAFB SAFB2 SAP18 SF1 SF3B4 SFSWAP SLC39A5 SLTM SMU1 SNRNP70 SNW1 SON SRPK1 SRPK2 SRPK3 SRRM1 SRRM4 SRSF10 SRSF12 SRSF3 SRSF4 SRSF6 SRSF7 SRSF9 STH SUPT6H THRAP3 TIA1 TRA2A TRA2B U2AF2 WDR77 WTAP YTHDC1 ZBTB7A ZC3H14 ZFP36L1 GOBP_REGULATION_OF_MRNA_SPLICING_VIA_SPLICEOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MRNA_SPLICING_VIA_SPLICEOSOME C1QBP CELF1 CELF2 CELF3 CELF4 CELF5 CELF6 CIRBP CLNS1A CWC22 DAZAP1 DDX17 DDX5 DYRK1A FAM172A FMR1 FXR1 FXR2 HMX2 HNRNPA1 HNRNPA2B1 HNRNPK HNRNPL HNRNPU HSPA8 JMJD6 KHDRBS1 KHDRBS2 KHDRBS3 LARP7 MAGOH METTL16 MYOD1 NCBP1 NCL NOVA1 NOVA2 NPM1 NSRP1 NUP98 PCBP4 PRDX6 PRMT5 PRPF19 PTBP1 PUF60 QKI RBFOX1 RBFOX2 RBFOX3 RBM10 RBM11 RBM15 RBM15B RBM20 RBM23 RBM24 RBM25 RBM3 RBM39 RBM4 RBM42 RBM47 RBM5 RBM7 RBM8A RBMX RBMXL1 RBMY1A1 RBMY1B RBMY1D RBMY1E RBMY1F RBMY1J REST RNPS1 SAP18 SF1 SF3B4 SFSWAP SLC39A5 SMU1 SNRNP70 SNW1 SON SRPK1 SRPK2 SRRM1 SRRM4 SRSF10 SRSF12 SRSF3 SRSF4 SRSF6 SRSF7 SRSF9 STH THRAP3 TIA1 TRA2A TRA2B U2AF2 WDR77 WTAP YTHDC1 ZBTB7A GOBP_REGULATION_OF_MUCUS_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MUCUS_SECRETION ADA ADORA1 ALOX12B ATG5 CYBA NLRP6 P2RY2 PRKCE GOBP_REGULATION_OF_MULTICELLULAR_ORGANISMAL_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MULTICELLULAR_ORGANISMAL_DEVELOPMENT ABCA12 ABCB10 ABCC8 ABL1 ACACB ACAN ACE ACIN1 ACTB ACTL6A ACTL6B ACTN3 ACTR5 ACTR8 ACVR1 ACVR1B ACVR2A ACVR2B ACVRL1 ADA ADAM10 ADAM12 ADAM8 ADAMTS1 ADAMTS12 ADAMTS7 ADAMTS9 ADCY10 ADD1 ADGRA2 ADGRB1 ADGRB2 ADGRB3 ADGRV1 ADIPOQ ADM ADM2 ADNP ADRB2 AGER AGGF1 AGO1 AGO2 AGRN AHI1 AHSG AJAP1 AKAP6 AKT1 AKT3 ALOX15B ALOX5 AMBRA1 AMELX AMIGO1 AMIGO2 AMIGO3 AMOT AMTN ANAPC2 ANGPT2 ANGPT4 ANGPTL3 ANGPTL4 ANGPTL7 ANKH ANKRD27 ANKRD54 ANO6 ANXA1 ANXA2 ANXA3 AP3B1 AP3D1 APCS APELA APLNR APOH APOLD1 APPL2 AQP1 AQP3 ARHGAP4 ARID1A ARID1B ARID2 ARMCX5-GPRASP2 ARNT ASCL1 ASCL2 ASIC2 ASPA ASPM ASPN ATF2 ATF4 ATOH1 ATOH8 ATP2B1 ATP2B4 ATRAID AXIN2 AXL B2M B4GALT5 BAD BAG6 BAIAP2 BASP1 BATF BCAN BCL6 BCOR BDNF BGLAP BHLHE40 BHLHE41 BIN1 BLTP1 BMAL1 BMP1 BMP10 BMP2 BMP2K BMP4 BMP6 BMP7 BMPER BMPR1A BMPR1B BMPR2 BRAF BRCA1 BRD1 BRD7 BRINP1 BRPF1 BRPF3 BTG1 BTG2 BTK BTN2A2 C1QC C3 C3AR1 C5AR1 CAMK2B CAMK4 CAMP CAPN3 CAPRIN1 CAPRIN2 CARD11 CARTPT CASP8 CAV1 CAV3 CBFB CBLN1 CBLN2 CCBE1 CCL11 CCL19 CCL24 CCL3 CCM2 CCN1 CCN2 CCN4 CCN6 CCND1 CCR1 CCR2 CCR3 CCSAP CD101 CD109 CD160 CD2 CD24 CD27 CD28 CD34 CD4 CD40 CD46 CD74 CD80 CD83 CD86 CDC73 CDH1 CDH3 CDH4 CDH5 CDK1 CDK5 CDK6 CDKL3 CDKL5 CDKN1B CDKN1C CDKN2B CDON CEACAM1 CEBPA CEBPB CELA1 CEMIP2 CERS2 CFL1 CFTR CHADL CHD7 CHI3L1 CHODL CHRNA7 CIB1 CITED2 CLASP1 CLASP2 CLCF1 CLCN2 CLDN18 CLDN5 CLEC4G CLPTM1 CLSTN1 CLSTN2 CLSTN3 CMA1 CNMD CNOT4 COL4A2 COL4A3 COMP CR1 CRABP2 CRB2 CREB1 CREB3L1 CRTAM CSF1 CSF3 CSF3R CST7 CTDP1 CTDSP1 CTLA4 CTNNA1 CTNNB1 CTNNBIP1 CTR9 CTSC CTSH CTSK CUL4A CUL7 CUX1 CUX2 CX3CL1 CX3CR1 CXCL10 CXCL12 CXCL13 CXCL8 CXCR2 CXCR4 CYBB CYFIP1 CYP1B1 CYP26B1 CYP27B1 CYSLTR1 DAAM2 DAB1 DAB2IP DAG1 DBN1 DCC DCN DCSTAMP DCT DDAH1 DDR2 DHX36 DICER1 DIP2B DISC1 DKK1 DKK4 DLG1 DLG5 DLL1 DLL3 DLL4 DLX1 DLX2 DMP1 DMRTA2 DNAJB11 DOCK7 DPYSL5 DR1 DRAXIN DRD2 DRD3 DROSHA DSCAM DSPP DTX1 DUSP10 DUSP6 DYNLT1 E2F2 ECM1 ECSCR EDN1 EEF2K EFEMP1 EFNA1 EFNA3 EFNA5 EFNB3 EGF EGLN1 EGR2 EGR3 EHMT1 EIF2AK3 EIF4G2 EIF6 ELAPOR2 ELL3 EMC10 EMILIN1 EMILIN2 EMP2 ENAM ENG ENPP1 EPHA1 EPHA2 EPHA4 EPHA7 EPHB1 EPHB2 EPHB3 EPN1 EPN2 ERAP1 ERBB2 ERBB4 ERFE ERRFI1 ESRP1 ETS1 ETV2 ETV4 ETV5 EVI2B EXTL3 EZH2 F11R F2 F3 FADD FAIM FAM20C FAM210B FANCA FANCD2 FASLG FAXDC2 FBN1 FBN2 FBXO5 FBXO7 FBXW7 FBXW8 FCGR2B FCRL3 FERD3L FERMT1 FES FEZF1 FEZF2 FGF1 FGF10 FGF13 FGF16 FGF18 FGF2 FGF20 FGF23 FGF9 FGFR2 FGL2 FIG4 FKBPL FLRT2 FLRT3 FLT1 FN1 FOS FOXA2 FOXC1 FOXC2 FOXE3 FOXG1 FOXJ1 FOXJ2 FOXN1 FOXO3 FOXO4 FOXP1 FOXP3 FRZB FSHB FST FSTL3 FSTL4 FUT1 FXR1 FZD3 FZD4 FZD9 G6PD GAB1 GABPA GADD45A GAL GAS6 GATA1 GATA2 GATA3 GATA4 GATA6 GBX1 GBX2 GDF2 GDF3 GDF5 GDF6 GDF9 GDI1 GDNF GFAP GFI1B GHRL GHSR GJC2 GJD4 GLG1 GLI1 GLI2 GLI3 GLUL GOLGA4 GORASP1 GPER1 GPM6B GPNMB GPR137 GPR137B GPR171 GPR37L1 GPR4 GPR55 GPR68 GPRASP3 GREM1 GRHL1 GRHL2 GRID2 GRM5 GRN GSK3A GSX2 GTF2I H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HAP1 HAPLN1 HAPLN2 HAPLN3 HAPLN4 HAX1 HCLS1 HDAC1 HDAC2 HDAC6 HELT HES1 HES2 HES3 HES5 HES6 HES7 HESX1 HEY1 HEY2 HEYL HGS HHEX HIF1A HIPK1 HIPK2 HK2 HLA-B HLA-DOA HLA-DRA HLA-DRB1 HLA-G HLTF HLX HMGA2 HMGB1 HMGB2 HMOX1 HNF4A HOOK3 HOPX HOXA11 HOXA5 HOXA7 HOXA9 HOXB3 HOXB8 HPSE HRG HSF1 HSPA1A HSPA1B HSPA9 HSPB1 HSPB6 HSPG2 HTATIP2 HYAL1 IAPP ID2 ID4 IFITM5 IFNA2 IFNB1 IFNG IFNL1 IFRD1 IGF1 IHH IKBKB IKZF3 IL10 IL12B IL12RB1 IL13 IL15 IL15RA IL17A IL17D IL17F IL18 IL1A IL1B IL1RAP IL1RAPL1 IL1RL2 IL2 IL20 IL23A IL23R IL27 IL2RA IL2RG IL33 IL34 IL36B IL4 IL4I1 IL4R IL5 IL6 IL6ST IL7 IL7R ING5 INHA INHBA INO80 INO80B INO80C INO80D INO80E INPP5D INSR IPO7 IRF1 IRF4 IRF7 ISG15 ISL1 ISLR2 ISM1 IST1 ITGA5 ITGAX ITGB1 ITGB3 ITGB8 ITPKA ITPKB JAG1 JAK1 JAK3 JAM2 JARID2 JCAD JMJD8 JUNB JUP KAT14 KAT2A KAT2B KAT5 KAT6A KAT6B KCNK2 KDF1 KDM1A KDM4A KDR KEAP1 KHDC3L KIAA0319 KIF14 KIFAP3 KIT KITLG KL KLF10 KLF13 KLF2 KLF4 KLF7 KLHL25 KLK3 KRAS KRIT1 KRT1 KRT17 KRT36 KRT84 L1CAM L3MBTL1 LAG3 LAMA1 LAMA2 LAMA3 LAMA4 LAMA5 LDB1 LDLR LEF1 LEO1 LEP LGALS1 LGALS3 LGALS9 LGI4 LHX1 LHX2 LIF LIG4 LILRB1 LILRB2 LILRB3 LILRB4 LIMK1 LIN28A LINGO2 LINGO4 LNPK LOX LOXL2 LOXL3 LPAR3 LPIN1 LRG1 LRP2 LRP4 LRP8 LRRC17 LRRC24 LRRC4B LRRN1 LRRN3 LRRTM1 LRRTM2 LRRTM3 LRTM2 LTA LTBP3 LTF LYN MACF1 MACROH2A1 MACROH2A2 MAF MAFB MAFF MAFG MAG MALT1 MAN2A1 MAP1B MAP2 MAP2K1 MAP2K2 MAP3K13 MAP6 MAPK11 MAPK14 MAPK7 MAPT MATN1 MBD1 MBIP MBOAT2 MCF2 MCRS1 MDK MEAF6 MECP2 MED1 MEF2C MEGF8 MEIS1 MEIS2 MESP1 METRN METTL3 MGP MINAR1 MIR1-1 MIR106B MIR10A MIR1224 MIR125A MIR125B1 MIR126 MIR1298 MIR130A MIR132 MIR137 MIR138-1 MIR142 MIR143 MIR145 MIR146A MIR150 MIR15A MIR15B MIR16-1 MIR17 MIR17HG MIR181A2 MIR181B1 MIR181C MIR185 MIR18A MIR18B MIR1908 MIR193A MIR199A1 MIR199B MIR19A MIR19B1 MIR200B MIR200C MIR204 MIR205 MIR208A MIR20A MIR20B MIR21 MIR210 MIR212 MIR214 MIR217 MIR221 MIR222 MIR223 MIR23A MIR24-1 MIR25 MIR27B MIR29A MIR29B1 MIR29C MIR302A MIR30A MIR30B MIR30C1 MIR30E MIR31 MIR329-1 MIR34A MIR34B MIR34C MIR361 MIR375 MIR377 MIR378A MIR424 MIR451A MIR486-1 MIR487B MIR492 MIR494 MIR495 MIR503 MIR505 MIR509-1 MIR518B MIR548C MIR590 MIR640 MIR873 MIR885 MIR92A1 MIR939 MIR99B MIRLET7B MIRLET7G MITF MME MMP14 MMP20 MMP9 MMRN2 MPL MSX2 MT3 MTDH MTMR2 MTOR MTURN MUSTN1 MYB MYC MYCL MYDGF MYH6 MYOD1 MYOZ1 MYRF MYSM1 NAP1L1 NAXE NBR1 NCAN NCKAP1L NCMAP NCOA3 NDFIP1 NEDD9 NEFL NELL1 NEURL1 NF1 NF2 NFAM1 NFATC4 NFE2L2 NFKBIA NFKBID NFKBIZ NFRKB NGF NGFR NIBAN2 NIN NINJ1 NIPBL NKAP NKX2-2 NKX2-5 NKX3-2 NKX6-1 NKX6-2 NKX6-3 NLGN1 NLGN2 NLGN3 NLRP3 NLRP5 NME2 NOCT NODAL NOG NOS3 NOTCH1 NOTCH2 NOTCH4 NOTUM NPHP3 NPPB NPR1 NPTN NR1D1 NR2C2 NR2E1 NR5A1 NRARP NRDC NRP1 NRXN1 NSUN5 NTN1 NTRK1 NTRK2 NUMA1 NUMB NUMBL NUPR1 OAS2 OBSL1 OCSTAMP ODAPH OLIG2 OPRM1 OR10J5 OSR1 OSR2 OTP OTX2 OVOL2 OXTR P2RX7 P4HTM PAF1 PAFAH1B1 PAK4 PARD3 PARP2 PARP6 PAX2 PAX6 PAX8 PBRM1 PCID2 PCK1 PCM1 PDCD10 PDCD6 PDCL3 PDE3B PDPK1 PER2 PF4 PGF PGK1 PGLYRP1 PGLYRP2 PGLYRP3 PHF10 PHLDA2 PHLDB1 PHLDB2 PHOSPHO1 PI16 PIAS3 PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R6 PIM1 PITHD1 PITX3 PKDCC PKM PLA2G3 PLAAT4 PLAG1 PLCB1 PLCG1 PLK2 PLXNA1 PLXNA2 PLXNA3 PLXNA4 PLXNB1 PLXNB2 PLXNB3 PLXNC1 PLXND1 PML PNP POGLUT1 POU4F1 POU4F2 PPARA PPARD PPARG PPARGC1B PPP1CC PPP1R12A PPP1R16B PPP2R3C PPP3CA PRDM1 PRDX2 PRELID1 PRKCA PRKCB PRKCH PRKCI PRKCZ PRKD1 PRKD2 PRKDC PRKG2 PRKX PRL PRLR PRMT1 PRMT5 PRMT6 PROC PROK1 PROM1 PROX1 PRTG PRUNE1 PRXL2A PSEN1 PSG9 PTCH1 PTCH2 PTEN PTGIS PTH PTHLH PTK2B PTN PTPN11 PTPN13 PTPN2 PTPN6 PTPRC PTPRD PTPRM PTPRS PTPRZ1 PURB RAB14 RAB21 RAB7B RACGAP1 RACK1 RAG1 RAG2 RAMP2 RAPGEF2 RAPGEF3 RARA RARB RARG RASGRP1 RASSF10 RASSF2 RB1 RBM15 RBM19 RBP4 RBPJ RC3H1 RC3H2 RCOR1 RECK REG3A REG3G RELA RELN REST RETN RFLNA RFLNB RFX3 RGCC RGMA RGN RGS14 RGS2 RGS4 RHEB RHEX RHOA RHOB RHOH RHOJ RIPK1 RIPK2 RLN2 RND2 RNF10 RNF112 RNF41 RNF6 RNH1 ROBO1 ROBO2 ROCK1 ROCK2 ROR2 RPS6KA6 RPTOR RRAS RTN4 RTN4R RUFY3 RUNX1 RUNX2 RUNX3 RUVBL1 RUVBL2 RXRA RXRB RYK S100A1 S100A10 S1PR1 S1PR2 S1PR3 SARS1 SART1 SASH1 SASH3 SAV1 SCIN SCX SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SEPTIN7 SERPINE1 SERPINE2 SERPINF1 SFN SFRP1 SFRP2 SFRP4 SGF29 SGMS2 SGPP1 SH3RF1 SHANK3 SHB SHH SHOX2 SHTN1 SIGLEC15 SIRT1 SIRT2 SIRT6 SIX1 SIX2 SIX4 SKI SKIC8 SKIL SLAMF8 SLC12A2 SLC20A2 SLC39A12 SLC46A2 SLC4A2 SLC7A5 SLC8A1 SLC9B2 SLIT1 SLIT2 SLITRK1 SLITRK2 SLITRK3 SLITRK4 SLITRK5 SLITRK6 SMAD1 SMAD3 SMAD4 SMAD7 SMAP1 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMO SMOC2 SMPD3 SMURF1 SNAI2 SNW1 SOCS1 SOCS5 SOD1 SORL1 SOS1 SOS2 SOX10 SOX11 SOX12 SOX13 SOX15 SOX17 SOX4 SOX5 SOX6 SOX8 SOX9 SP1 SP100 SPAAR SPARC SPART SPEN SPHK1 SPI1 SPINK5 SPINT1 SPP1 SPRED1 SPRED2 SPRED3 SPRY1 SPRY2 SRF SRGN SRPX2 SRRT SRSF6 SS18L1 ST8SIA2 STAB1 STAT1 STAT3 STAT5B STATH STAU2 STIM1 STK11 STK25 SULF1 SULT2B1 SYK SYNDIG1 SYNGAP1 SYNJ2BP SYT4 TADA2A TADA3 TAFA5 TAL1 TAPT1 TBC1D24 TBX18 TBX2 TBX20 TBX21 TBX3 TBX5 TBXA2R TCF7 TCIM TCTA TDG TEK TENM4 TENT5A TERT TESC TESPA1 TFAP2A TFE3 TFPT TG TGFB1 TGFB2 TGFBR1 TGFBR2 TGFBR3 TGIF2 TGM2 THBS1 THBS2 THBS4 THPO THY1 TIAM1 TIAM2 TIE1 TJP1 TLE6 TLR2 TLR3 TLR4 TLR9 TLX2 TMEM100 TMEM119 TMEM131L TMEM176A TMEM176B TMEM178A TMEM64 TMEM98 TMIGD2 TNF TNFAIP3 TNFAIP6 TNFRSF11B TNFRSF1A TNFRSF1B TNFRSF21 TNFSF11 TNFSF12 TNFSF18 TNFSF4 TNFSF9 TNMD TNN TNR TOB2 TOMM70 TOX TP53 TP63 TP73 TPBG TPPP TRADD TRAF6 TRAK1 TREM2 TRIB1 TRIM11 TRIM16 TRIM32 TRIM46 TRIP12 TRPC5 TRPM4 TRPS1 TRPV2 TSC22D1 TSPAN12 TSPAN18 TSPO TTBK1 TWF2 TWIST1 TXLNG TYMP TYROBP UBASH3B UCHL5 UFL1 ULK1 ULK2 UTP25 VASH1 VASH2 VAX1 VCAN VCL VDR VEGFA VEGFB VEGFC VEGFD VEZF1 VGLL4 VHL VNN1 VSIR VSTM5 WARS1 WARS2 WASF3 WDPCP WDR5 WDR62 WNK1 WNT1 WNT10B WNT11 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT6 WNT7A WNT9A WNT9B WT1 WWTR1 XBP1 XDH XRCC2 XRCC5 XRCC6 YAP1 YEATS2 YJEFN3 YTHDF2 YWHAH YY1 ZAP70 ZBED2 ZBED3 ZBTB1 ZBTB16 ZBTB46 ZBTB7B ZC3H12A ZC3H8 ZDHHC21 ZEB1 ZFP36 ZFP36L1 ZFP36L2 ZFPM1 ZFPM2 ZFYVE27 ZMIZ1 ZMPSTE24 ZNF16 ZNF219 ZNF304 ZNF335 ZNF365 ZNF488 ZNF675 ZNF683 ZPR1 ZZZ3 GOBP_REGULATION_OF_MULTICELLULAR_ORGANISM_GROWTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MULTICELLULAR_ORGANISM_GROWTH ADRB1 ADRB2 ADRB3 AFG3L2 APP ATP8A2 ATRN BBS2 BBS4 BCL2 CHD7 CREB1 CSF1 DIO3 DRD2 EZR FOSL2 FOXS1 FTO FXN GAMT GDF15 GDF5 GH1 GHR GHRH GHRHR GHRL GHSR GPAM GPAT4 GPR21 HDAC3 HTRA2 IGF2 LGMN MBD5 MFSD2A MKKS NIPBL NPPC NPY1R PEX5 PIK3CA PLAC8 PLS1 POU3F2 PPIB PRLH PTCH1 RAI1 SGPL1 SLC6A3 SMO SOCS2 SOD1 SPTBN4 STAT3 STAT5A STAT5B STC2 VIL1 ZMPSTE24 GOBP_REGULATION_OF_MUSCLE_ADAPTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MUSCLE_ADAPTATION ACTN3 ADCY10 ADRA1A AGT AKAP6 ATP2A2 ATP2B4 BECN1 BMP10 CAMK2B CAMK2D CAMK2G CASQ1 CAV3 CTDP1 DAG1 EDN1 FBXO32 FOXO1 FOXO3 FOXP1 G6PD GATA5 GLRX3 GSK3A GTF2IRD1 HAND2 HDAC4 IGF1 IGFBP5 IL6ST JARID2 LMCD1 LMNA MEF2A MIR1-1 MIR133A1 MIR145 MIR17 MIR17HG MIR199A1 MIR199B MIR19A MIR19B1 MIR208A MIR208B MIR20A MIR21 MIR214 MIR25 MIR34B MIR34C MIR499A MLIP MTPN MYH7 MYMK MYOG NOS3 NOTCH1 NR4A3 P2RX4 PARP1 PARP2 PDE5A PDE9A PI16 PPARA PPARG PPP3CA PRKAG3 PRKCA RGS2 RGS4 ROCK1 ROCK2 RPS6KB1 SCN5A SELENON SGCA SLC9A1 SMAD3 SMAD4 TNFRSF1A TNFRSF1B TNNC1 TNNI1 TNNT1 TOMM70 TRIM63 TRPC3 TWF1 YY1 GOBP_REGULATION_OF_MUSCLE_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MUSCLE_CELL_DIFFERENTIATION ACTN3 AKAP6 AKIRIN2 ANKRD17 ARRB2 ATP11A BCL2 BDNF BHLHA15 BHLHE41 BMP10 BMP2 BMP4 BMPR1A BMPR2 CAMK1 CAV3 CCN3 CDK9 CEACAM5 CTDP1 CTH CYP26B1 DKK1 DLL1 DMPK DNMT1 EDN1 EFEMP2 EFNB2 ENG EREG EZH2 FBXO22 FGF9 FGFR2 FOXO4 FOXP1 FRS2 FZD7 G6PD GPER1 GSK3A HDAC1 HDAC3 HDAC4 HDAC5 HDAC9 HEY2 HOPX ID2 IGF1 IGF2 KAT2A KIT LAMA1 LAMA2 LAMB1 LAMB2 LAMC1 LMOD3 MAML1 MAMSTR MAPK11 MAPK12 MAPK14 MDM2 MECP2 MED28 MEF2C MEGF10 MESP1 MIR1-1 MIR100 MIR125B1 MIR133A1 MIR133B MIR140 MIR145 MIR15B MIR18A MIR199A1 MIR199B MIR19A MIR19B1 MIR200B MIR204 MIR206 MIR208A MIR21 MIR22 MIR221 MIR222 MIR26A1 MIR34A MIR424 MIR499A MIR590 MMP14 MORF4L2 MSX1 MTOR MYF5 MYF6 MYLK3 MYOCD MYOD1 MYOG NFATC1 NFATC2 NFATC3 NIBAN2 NID1 NKX2-5 NLN NOTCH1 NRG1 OLFM2 OR10J5 PARP2 PDCD4 PDGFB PI16 PIAS1 PIEZO1 PLPP7 PPARA PRDM6 PRKD1 PROX1 PTBP1 RBM24 RBM38 RBM4 RBPMS2 RGS2 RGS4 RPL3L SETD3 SHH SHOX2 SIK1 SIRT1 SMAD1 SMAD4 SMARCD3 SMYD1 SOD2 SOX6 SRF SUPT6H TBX1 TCF23 TGFB1 TMEM119 TOMM70 TRIM32 TRIM72 WNT3A XBP1 YY1 ZBED6 ZEB1 GOBP_REGULATION_OF_MUSCLE_CONTRACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MUSCLE_CONTRACTION ABAT ACE2 ACTN3 ADA ADCY10 ADORA1 ADORA2B ADRA1A ADRA1B ADRA2A ADRA2B ADRA2C ADRB2 AKAP9 ANK2 ANXA6 ARHGAP42 ASB3 ATP1A1 ATP1A2 ATP1B1 ATP2A1 ATP2A2 ATP2B1 BIN1 BMP10 C12orf57 CACNA1C CACNA1S CACNB1 CACNG1 CALCA CALM1 CALM2 CALM3 CAMK2D CASQ1 CASQ2 CAV1 CAV3 CHGA CHRM2 CHRM3 CHRNA3 CHRNB4 CLIC2 CNN1 CTNNA3 CTTN DAPK3 DLG1 DMD DMPK DOCK4 DOCK5 DSC2 DSG2 DSP EDN1 EDN2 EHD3 ENO1 F2R FGF13 FKBP1B GATA4 GHRL GHSR GJA5 GPER1 GRK2 GSTM2 GSTO1 GUCY1A1 HCN4 HRC HSP90AA1 ITGA2 JUP KBTBD13 KCNA1 KCNB2 KCNJ2 KCNQ1 KIT MIR1-1 MIR133A1 MIR143 MIR145 MIR153-1 MIR200C MIR21 MIR30E MIR448 MYBPC3 MYBPH MYH7 MYL2 MYL3 MYL5 MYL9 MYLK2 MYOCD NKX2-5 NMU NMUR2 NOS1 NPNT NPPA NR4A1 ORMDL3 OXTR P2RX1 P2RX4 PDE4B PDE4D PDE5A PIK3CG PKP2 PLCE1 PLN PPP1R12B PRKACA PRKD1 PRKG1 PROK2 PTAFR PTGS2 RANGRF REM1 RGS2 RHOA RNF207 RYR2 SCN10A SCN4A SCN5A SETD3 SLC8A1 SLC8A3 SLC9A1 SMAD7 SOD1 SPHK1 SPX SRF SRI STC1 STRIT1 SUMO1 TACR1 TACR2 TACR3 TBXA2R TMEM38A TMEM38B TNNC1 TNNC2 TNNI1 TNNI3 TNNI3K TNNT1 TNNT2 TNNT3 TPM1 TRPM4 TRPV4 UCN ZC3H12A ZDHHC21 GOBP_REGULATION_OF_MUSCLE_HYPERTROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MUSCLE_HYPERTROPHY ADCY10 ADRA1A AGT AKAP6 ATP2B4 BECN1 BMP10 CAMK2D CAV3 CTDP1 EDN1 FOXO1 FOXP1 G6PD GATA5 GLRX3 GSK3A HAND2 IGF1 IGFBP5 IL6ST JARID2 LMCD1 LMNA MEF2A MIR1-1 MIR133A1 MIR145 MIR17 MIR199A1 MIR199B MIR19A MIR19B1 MIR208A MIR20A MIR21 MIR214 MIR25 MIR34B MIR34C MLIP MSTN MTPN MYMK NOTCH1 NR4A3 P2RX4 PARP1 PARP2 PDE5A PDE9A PI16 PPARA PPARG PPP3CA PRKCA RGS2 RGS4 ROCK1 ROCK2 SLC9A1 SMAD3 SMAD4 TNFRSF1A TNFRSF1B TOMM70 TRIM63 TRPC3 TWF1 YY1 GOBP_REGULATION_OF_MUSCLE_ORGAN_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MUSCLE_ORGAN_DEVELOPMENT BMP4 CENPF CREB1 DCANP1 ERBB3 FGF3 FGF8 JPH2 LEF1 LOX LUC7L MRTFB MTPN NEUROG1 RPL3L SFMBT1 SHH SIRT2 SMAD3 SOX15 TGFB1 TIFAB TWIST1 GOBP_REGULATION_OF_MUSCLE_SYSTEM_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MUSCLE_SYSTEM_PROCESS ABAT ABCC8 ACE2 ACTN3 ADA ADCY10 ADORA1 ADORA2B ADRA1A ADRA1B ADRA2A ADRA2B ADRA2C ADRB2 AGT AKAP6 AKAP9 ANK2 ANXA6 ARHGAP42 ASB3 ATP1A1 ATP1A2 ATP1B1 ATP2A1 ATP2A2 ATP2B1 ATP2B4 BECN1 BIN1 BMP10 C12orf57 CACNA1C CACNA1S CACNB1 CACNG1 CALCA CALM1 CALM2 CALM3 CAMK2B CAMK2D CAMK2G CASQ1 CASQ2 CAV1 CAV3 CHGA CHRM2 CHRM3 CHRNA3 CHRNB4 CLIC2 CNN1 CTDP1 CTNNA3 CTTN DAG1 DAPK3 DCANP1 DLG1 DMD DMPK DOCK4 DOCK5 DSC2 DSG2 DSP EDN1 EDN2 EHD3 ENO1 F2R FBXO32 FGF13 FKBP1B FOXO1 FOXO3 FOXP1 G6PD GATA4 GATA5 GHRL GHSR GJA5 GLRX3 GPER1 GRK2 GSK3A GSTM2 GSTO1 GTF2IRD1 GUCY1A1 HAND2 HCN4 HDAC4 HRC HSP90AA1 IGF1 IGFBP5 IL6ST ITGA2 JARID2 JUP KBTBD13 KCNA1 KCNB2 KCNJ2 KCNQ1 KIT LMCD1 LMNA MEF2A MIR1-1 MIR133A1 MIR143 MIR145 MIR153-1 MIR17 MIR17HG MIR199A1 MIR199B MIR19A MIR19B1 MIR200C MIR208A MIR208B MIR20A MIR21 MIR214 MIR25 MIR30E MIR34B MIR34C MIR448 MIR499A MLIP MSTN MTPN MYBPC3 MYBPH MYH7 MYL2 MYL3 MYL5 MYL9 MYLK2 MYMK MYOCD MYOG NEUROG1 NKX2-5 NMU NMUR2 NOS1 NOS3 NOTCH1 NPNT NPPA NR4A1 NR4A3 ORMDL3 OXTR P2RX1 P2RX4 PARP1 PARP2 PDE4B PDE4D PDE5A PDE9A PI16 PIK3CG PKP2 PLCE1 PLN PPARA PPARG PPP1R12B PPP3CA PRKACA PRKAG3 PRKCA PRKD1 PRKG1 PROK2 PTAFR PTGS2 RANGRF REM1 RGS2 RGS4 RHOA RNF207 ROCK1 ROCK2 RPS6KB1 RYR2 SCN10A SCN4A SCN5A SELENON SETD3 SGCA SLC8A1 SLC8A3 SLC9A1 SLN SMAD3 SMAD4 SMAD7 SOD1 SPHK1 SPX SRF SRI STC1 STRIT1 SUMO1 TACR1 TACR2 TACR3 TBXA2R TIFAB TMEM38A TMEM38B TNFRSF1A TNFRSF1B TNNC1 TNNC2 TNNI1 TNNI3 TNNI3K TNNT1 TNNT2 TNNT3 TOMM70 TPM1 TRIM63 TRPC3 TRPM4 TRPV4 TWF1 UCN YY1 ZC3H12A ZDHHC21 GOBP_REGULATION_OF_MUSCLE_TISSUE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MUSCLE_TISSUE_DEVELOPMENT ACTN3 BCL2 BMP4 CDON CENPF CREB1 CTNNB1 DLL1 ERBB3 FGF3 FGF8 FLCN FLOT1 IGF2 IGFBP5 JPH2 LEF1 LMOD3 LOX LUC7L MEF2C MEGF10 MRTFB MTM1 MTPN MYF5 MYF6 MYOD1 MYOG NIBAN2 PPARGC1A PRKAA1 RPL3L RPS6KB1 SHH SHOX2 SIRT2 SMAD3 SOX15 TGFB1 TNN TWIST1 USP19 WNT10B WNT3A YBX3 GOBP_REGULATION_OF_MYELINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MYELINATION AKT1 CST7 CTNNB1 CTSC CYFIP1 DAG1 DICER1 DLG1 EGR2 EIF2AK3 FIG4 HES5 ITGAX JAM2 KIF14 LGI4 LPIN1 MAG MTMR2 MTOR MYRF NCMAP NKX6-2 NRDC NSUN5 PARD3 PTN PTPRZ1 RARA RARB RARG RNF10 SIRT2 SOX10 TENM4 TG TMEM98 TNF TNFRSF1B TNFRSF21 TPPP TYMP WASF3 ZNF488 ZPR1 GOBP_REGULATION_OF_MYELOID_CELL_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MYELOID_CELL_APOPTOTIC_PROCESS ADAM17 ADIPOQ ANXA1 APOH BCL2 CCR5 CDKN2A CLEC5A CXCR2 EPO GAS6 GATA1 GHSR HCAR2 IRF7 ITPKB KITLG MAEA MEF2C MIAT MIF MIRLET7B NF1 NOD2 PIK3CB PIK3CD SELENOS SIRT1 SLC7A11 SNAI2 ST6GAL1 STAT5B THRA GOBP_REGULATION_OF_MYELOID_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MYELOID_CELL_DIFFERENTIATION ABCB10 ACIN1 ACVR1B ACVR2A ADIPOQ ANKRD54 APCS ARNT B2M BGLAP BRD1 C1QC CAMK4 CARTPT CASP8 CCL3 CCR1 CD101 CD4 CD74 CDC73 CDK6 CEACAM1 CEBPB CIB1 CLDN18 CNOT4 CREB1 CSF1 CSF3 CSF3R CTNNB1 CTNNBIP1 CTR9 CUL4A DCSTAMP DLL1 EIF6 ERFE ETS1 EVI2B FADD FAM210B FAXDC2 FBN1 FBXW7 FES FOS FOXO3 FOXP1 FSHB FSTL3 GABPA GATA1 GATA2 GPR137 GPR137B GPR171 GPR55 GPR68 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HAX1 HCLS1 HIF1A HLA-DRB1 HMGB2 HOXA5 HOXA7 HOXA9 HOXB8 HSF1 HSPA1A HSPA1B HSPA9 IAPP ID2 IFNG IL12B IL17A IL20 IL23A IL23R IL34 IL4 IL5 INHA INHBA INPP5D IRF7 ISG15 ITPKB JAG1 KITLG KLF10 KLF13 L3MBTL1 LDB1 LEF1 LEO1 LIF LILRB1 LILRB3 LILRB4 LOX LRRC17 LTF LYN MAFB MAPK11 MAPK14 MED1 MEF2C MEIS1 MEIS2 MIR125B1 MIR145 MIR221 MIR222 MIR223 MIR486-1 MITF MPL MTOR MTURN MYB MYC NCKAP1L NDFIP1 NEDD9 NF1 NFKBIA NOTCH2 OCSTAMP P4HTM PAF1 PF4 PIAS3 PIK3R1 PITHD1 PLA2G3 POU4F1 POU4F2 PPARGC1B PPP3CA PRKCA PRKDC PRMT1 PRMT6 PRXL2A PTK2B PTPN2 PURB RAB7B RARA RARG RASSF2 RB1 RBM15 RCOR1 RHEX RIPK1 RNF41 ROR2 RPTOR RUNX1 SCIN SFRP1 SKIC8 SLC9B2 SMAP1 SPI1 STAT1 STAT3 STAT5B TAL1 TCTA TESC TFE3 TGFB1 THPO TLR3 TLR4 TMEM178A TMEM64 TNF TNFAIP6 TNFRSF11B TNFSF11 TOB2 TRAF6 TREM2 TRIB1 TYROBP UBASH3B ZBTB16 ZBTB46 ZFP36 ZFP36L1 ZFPM1 ZNF16 ZNF675 GOBP_REGULATION_OF_MYELOID_DENDRITIC_CELL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MYELOID_DENDRITIC_CELL_ACTIVATION CD2 CLEC4D HAVCR2 IL10 TSPAN32 GOBP_REGULATION_OF_MYELOID_LEUKOCYTE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MYELOID_LEUKOCYTE_DIFFERENTIATION ACIN1 ADIPOQ APCS BGLAP C1QC CAMK4 CARTPT CASP8 CCL3 CCR1 CD101 CD4 CD74 CDK6 CEACAM1 CEBPB CLDN18 CREB1 CSF1 CTNNB1 CTNNBIP1 CUL4A DCSTAMP ERFE EVI2B FADD FBN1 FBXW7 FES FOS FOXP1 FSHB FSTL3 GATA2 GPR137 GPR137B GPR55 GPR68 HAX1 HCLS1 HLA-DRB1 HOXA7 HSF1 IAPP ID2 IFNG IL12B IL17A IL20 IL23A IL23R IL34 IL4 IL5 INHA INHBA INPP5D IRF7 KITLG KLF10 LEF1 LIF LILRB1 LILRB3 LILRB4 LRRC17 LTF LYN MAFB MIR125B1 MIR145 MIR223 MIR486-1 MITF MTOR MYC NDFIP1 NEDD9 NF1 NOTCH2 OCSTAMP PF4 PIAS3 PIK3R1 PLA2G3 POU4F1 POU4F2 PPARGC1B PPP3CA PRKCA PRXL2A PTPN2 RARA RASSF2 RB1 RIPK1 ROR2 RPTOR RUNX1 SFRP1 SLC9B2 TAL1 TCTA TESC TFE3 TGFB1 TLR3 TLR4 TMEM178A TMEM64 TNF TNFAIP6 TNFRSF11B TNFSF11 TOB2 TRAF6 TREM2 TRIB1 TYROBP UBASH3B ZBTB46 ZFP36L1 ZFPM1 ZNF675 GOBP_REGULATION_OF_MYELOID_LEUKOCYTE_MEDIATED_IMMUNITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MYELOID_LEUKOCYTE_MEDIATED_IMMUNITY ADGRE2 ADORA2B ARG1 BCR BTK C12orf4 C3 CAMK4 CCR2 CD177 CD300A CD84 CX3CR1 CXCL6 DDX1 DDX21 DHX36 DNASE1 DNASE1L3 F2RL1 FCGR1A FCGR2B FER FES FGR FOXF1 GAB2 GATA1 GATA2 HLA-E IL13 IL13RA2 IL4 IL4R ITGAM ITGB2 LGALS9 LYN MAVS PDPK1 PLA2G3 PRAM1 PTAFR RABGEF1 RAC2 RIGI SNX4 SPHK2 SPI1 STAP1 STX4 STXBP1 STXBP2 SYK TICAM1 TICAM2 TYROBP UNC13D VAMP7 VAMP8 GOBP_REGULATION_OF_MYOBLAST_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MYOBLAST_DIFFERENTIATION ACTB ACTL6A ACTL6B AKIRIN1 ANKRD2 ARID1A ARID1B ARID2 BMP4 BOC BRD7 BTG1 CAPN3 CMTM5 CXCL10 CXCL9 DDIT3 DLL1 DPF3 EID2B FLOT2 GDF3 HIF1AN ID3 IGFBP3 IL18 KAT5 KLHL41 LRRC8A MAP3K5 MAPK14 MBNL3 MEF2C MIR199A1 MSTN MYF5 MYF6 MYOCD MYOD1 MYOG NMRK2 NOTCH1 PBRM1 PHF10 PLCB1 PPARD PRICKLE1 RANBP3L RBM24 RIPOR2 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMYD1 SOSTDC1 SOX4 SOX8 SOX9 SRA1 TBX3 TGFB1 TMEM182 TNF TNFSF14 TRIP4 XKR8 ZFP36L1 GOBP_REGULATION_OF_MYOBLAST_FUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MYOBLAST_FUSION ADGRB1 CAPN2 CD53 CFLAR CXCL10 CXCL9 EHD1 EHD2 FLOT1 GDF15 IL4 IL4R MAPK14 MYOD1 MYOG NFATC2 PLEKHO1 RIPOR2 SCGB3A1 TMEM182 TNFSF14 GOBP_REGULATION_OF_MYOBLAST_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MYOBLAST_PROLIFERATION ATF2 CTNNB1 FGF7 FGFBP1 GATA6 KCNA5 KLHL41 MALAT1 MEGF10 MEIS2 MIR1-1 MIR10A MIR133A1 MIR133B MIR134 MIR199A1 MIR204 MIR499A MSTN MYOD1 PAXBP1 PPARD SIX1 SOX15 ZNF609 GOBP_REGULATION_OF_MYOFIBROBLAST_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MYOFIBROBLAST_DIFFERENTIATION FOSL2 MIR21 MIR27B MIR9-1 MIR98 PARP1 PDCD4 RB1 TP53INP1 TSKU GOBP_REGULATION_OF_MYOSIN_LIGHT_CHAIN_PHOSPHATASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MYOSIN_LIGHT_CHAIN_PHOSPHATASE_ACTIVITY IKBKB NCKAP1L NUAK1 PPP1R12A ROCK1 ROCK2 TNF GOBP_REGULATION_OF_MYOTUBE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_MYOTUBE_DIFFERENTIATION ACTN3 ATP11A BCL2 BDNF BHLHA15 BHLHE41 CAV3 CCN3 CEACAM5 CYP26B1 DMPK FBXO22 HDAC1 HDAC3 HDAC4 HDAC5 HDAC9 LMOD3 MAML1 MAMSTR MAPK14 MIR1-1 MIR133A1 MIR133B MIR200B MIR206 MMP14 MTOR MYF5 MYF6 MYOCD MYOD1 MYOG NIBAN2 NKX2-5 NLN NOTCH1 PIEZO1 PLPP7 RBM24 RBM38 RPL3L SHOX2 SIK1 SMYD1 TBX1 TMEM119 TRIM72 XBP1 GOBP_REGULATION_OF_NADP_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_NADP_METABOLIC_PROCESS ALDOB ME1 ME2 MLST8 MTOR PGAM1 RPTOR TIGAR TP53 GOBP_REGULATION_OF_NAD_P_H_OXIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_NAD_P_H_OXIDASE_ACTIVITY AGT AGTR1 DRD5 INS PARK7 RFK SLAMF8 GOBP_REGULATION_OF_NATURAL_KILLER_CELL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_NATURAL_KILLER_CELL_ACTIVATION AP1G1 AXL BLOC1S3 BLOC1S6 CLNK DCAF15 FCGR3A FGR GAS6 HAVCR2 HLA-E HLA-F IL12A IL12B IL15 IL15RA IL18 IL23A IL23R JAK2 KLRC1 KLRC2 KLRC3 KLRD1 LAMP1 LEP MICA PGLYRP1 PGLYRP2 PGLYRP3 PIBF1 PRDM1 PTPN22 RASGRP1 RHBDD3 STAT5B TICAM1 TICAM2 TOX TYK2 TYROBP ZBTB1 ZNF683 GOBP_REGULATION_OF_NATURAL_KILLER_CELL_CHEMOTAXIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_NATURAL_KILLER_CELL_CHEMOTAXIS CCL2 CCL3 CCL4 CCL5 CCL7 KLRC4-KLRK1 KLRK1 XCL1 GOBP_REGULATION_OF_NATURAL_KILLER_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_NATURAL_KILLER_CELL_DIFFERENTIATION AXL GAS6 IL15 IL15RA PGLYRP1 PGLYRP2 PGLYRP3 PRDM1 RASGRP1 STAT5B TOX ZBTB1 ZNF683 GOBP_REGULATION_OF_NATURAL_KILLER_CELL_MEDIATED_IMMUNE_RESPONSE_TO_TUMOR_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_NATURAL_KILLER_CELL_MEDIATED_IMMUNE_RESPONSE_TO_TUMOR_CELL CD160 CD226 CEACAM1 CRTAM HAVCR2 IL12A IL12B NECTIN2 PVR TGFB1 GOBP_REGULATION_OF_NATURAL_KILLER_CELL_MEDIATED_IMMUNITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_NATURAL_KILLER_CELL_MEDIATED_IMMUNITY AP1G1 ARRB2 CADM1 CD160 CD226 CD96 CEACAM1 CLEC12B CLNK CRK CRTAM GFER HAVCR2 HLA-A HLA-B HLA-E HLA-F HLA-G IL12A IL12B IL18RAP IL21 KIR2DL4 KLRB1 KLRC1 KLRC2 KLRC3 KLRC4 KLRC4-KLRK1 KLRD1 KLRK1 LAG3 LAMP1 LEP LGALS9 LILRB1 MICA NCR1 NCR3 NECTIN2 PIK3R6 PVR RAET1E RAET1G RASGRP1 SERPINB4 SERPINB9 SH2D1A SH2D1B SLAMF6 STAT5B TGFB1 VAV1 GOBP_REGULATION_OF_NATURAL_KILLER_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_NATURAL_KILLER_CELL_PROLIFERATION FCGR3A HLA-E IL12B IL15 IL18 IL23A IL23R JAK2 LEP PTPN22 STAT5B TYK2 GOBP_REGULATION_OF_NCRNA_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_NCRNA_TRANSCRIPTION APLN AR ATOH8 BMP2 BMP4 BMPR1A CC2D1A DDX11 DDX5 DEDD EGFR EGR1 ESR1 ETS1 FGF2 FOS FOSL1 FOXA1 FOXO3 GATA2 GATA3 GATA6 GNL3 HIF1A IL10 IPPK JUN KLF4 KLF5 LARP7 LILRB4 MACROH2A1 MACROH2A2 MARS1 MEPCE MRTFA MRTFB MTOR MYB MYBL1 MYC MYCN MYOCD MYOD1 NCL NCOR1 NCOR2 NFATC3 NFATC4 NFIB NGFR NOL11 NOP53 NR1H2 NR3C1 PDGFB PIH1D1 POU2F1 POU5F1 PPARA PPARD PPARG PRL PWP1 RARA RELA REST SIRT7 SMAD1 SMAD3 SMAD4 SMAD6 SMARCA4 SMARCB1 SOX9 SPI1 SREBF1 SREBF2 SRF STAT3 TEAD1 TERT TGFB1 TGFB2 TNF TP53 TWIST1 WDR82 WT1 YY1 ZC3H4 ZNF143 ZNF512B GOBP_REGULATION_OF_NERVOUS_SYSTEM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_NERVOUS_SYSTEM_DEVELOPMENT ABCC8 ACAN ACE ADCY10 ADGRB1 ADGRB3 ADNP AGRN AKT1 AMIGO1 AMIGO2 AMIGO3 ANAPC2 ANKRD27 ANXA2 APPL2 ARHGAP4 ARMCX5-GPRASP2 ASCL1 ASCL2 ASIC2 ASPA ASPM ATOH1 B2M BAIAP2 BCAN BDNF BHLHE40 BHLHE41 BIN1 BMAL1 BMP2 BMP7 BMPR1A BMPR2 BRAF BRINP1 BTG2 CAMK2B CAPRIN1 CAPRIN2 CBLN1 CBLN2 CCL11 CDH1 CDH4 CDK5 CDKL3 CDKL5 CDKN2B CDON CERS2 CHD7 CHODL CLCF1 CLCN2 CLSTN1 CLSTN2 CLSTN3 CRABP2 CST7 CTDSP1 CTNNA1 CTNNB1 CTSC CUL7 CUX1 CUX2 CX3CL1 CX3CR1 CXCL12 CXCR4 CYFIP1 CYSLTR1 DAAM2 DAB1 DAG1 DBN1 DCC DCT DHX36 DICER1 DIP2B DISC1 DKK1 DLG1 DLG5 DLL1 DLL3 DLL4 DLX1 DLX2 DMRTA2 DNAJB11 DOCK7 DPYSL5 DRAXIN DRD2 DRD3 DSCAM DUSP10 DYNLT1 EEF2K EFNA5 EFNB3 EGR2 EIF2AK3 EIF4G2 ELAPOR2 ELL3 EPHA4 EPHA7 EPHB1 EPHB2 EPHB3 ETV5 EZH2 F2 FAIM FBXW8 FERD3L FEZF1 FEZF2 FGF13 FGF2 FIG4 FLRT2 FLRT3 FN1 FOXG1 FSTL4 FXR1 FZD3 FZD4 GATA2 GBX1 GBX2 GDI1 GFAP GHRL GJC2 GLI3 GOLGA4 GORASP1 GPER1 GPR37L1 GPRASP3 GRID2 GRM5 GSX2 HAP1 HAPLN1 HAPLN2 HAPLN3 HAPLN4 HDAC1 HDAC2 HDAC6 HELT HES1 HES2 HES3 HES5 HES6 HES7 HEY1 HEY2 HEYL HIF1A HLTF HMGB2 HOOK3 HOXB3 ID2 ID4 IFNG IFRD1 IL1B IL1RAP IL1RAPL1 IL33 IL34 IL6 IL6ST ISLR2 IST1 ITGAX ITGB1 ITPKA JAM2 KDM1A KDM4A KHDC3L KIAA0319 KIF14 KIFAP3 KIT KRAS L1CAM LDLR LEF1 LGI4 LHX2 LIF LIG4 LIMK1 LIN28A LINGO2 LINGO4 LPAR3 LPIN1 LRP2 LRP4 LRP8 LRRC24 LRRC4B LRRN1 LRRN3 LRRTM1 LRRTM2 LRRTM3 LRTM2 LTA LYN MACF1 MAG MAN2A1 MAP1B MAP2 MAP2K1 MAP2K2 MAP3K13 MAP6 MAPT MBD1 MCF2 MDK MECP2 MEGF8 METRN MIR125B1 MIR137 MIR142 MIR146A MIR181B1 MIR181C MIR221 MIR222 MME MT3 MTMR2 MTOR MYB MYRF NAP1L1 NCAN NCMAP NEFL NEURL1 NF1 NF2 NFATC4 NGF NIN NKX2-2 NKX6-1 NKX6-2 NLGN1 NLGN2 NLGN3 NOG NOTCH1 NPHP3 NPTN NR1D1 NR2E1 NRDC NRP1 NRXN1 NSUN5 NTN1 NTRK1 NTRK2 NUMB NUMBL OBSL1 OLIG2 OPRM1 OTP OXTR PAFAH1B1 PARD3 PARP6 PAX6 PCM1 PER2 PITX3 PLAG1 PLXNA1 PLXNA2 PLXNA3 PLXNA4 PLXNB1 PLXNB2 PLXNB3 PLXNC1 PLXND1 POU4F1 POU4F2 PPP1CC PPP3CA PRKCH PRKCI PRMT5 PROX1 PRTG PRUNE1 PSEN1 PTEN PTN PTPN13 PTPRD PTPRS PTPRZ1 RAB21 RAPGEF2 RARA RARB RARG RASSF10 RB1 RELA RELN REST RGMA RGS14 RHEB RND2 RNF10 RNF112 RNF6 ROBO1 ROBO2 RTN4 RTN4R RUFY3 RYK S100A10 SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SERPINE2 SERPINF1 SHANK3 SHH SHOX2 SHTN1 SIRT2 SKI SKIL SLC7A5 SLIT1 SLIT2 SLITRK1 SLITRK2 SLITRK3 SLITRK4 SLITRK5 SLITRK6 SMARCD3 SMO SMURF1 SNW1 SORL1 SOX10 SOX11 SOX8 SPART SPEN SPINT1 SPP1 SRF SRPX2 SRRT SS18L1 ST8SIA2 STAU2 STK11 STK25 SYNDIG1 SYNGAP1 SYT4 TBC1D24 TENM4 TG TGFB1 TGM2 THBS2 THY1 TIAM1 TIAM2 TLR2 TLX2 TMEM98 TNF TNFRSF1B TNFRSF21 TNR TP53 TP73 TPBG TPPP TRAK1 TREM2 TRIM11 TRIM32 TRIM46 TRPC5 TRPV2 TSPO TTBK1 TWF2 TYMP UFL1 ULK1 ULK2 VAX1 VCAN VEGFA VEGFC VSTM5 WASF3 WDR62 WNT2 WNT3 WNT3A WNT5A WNT7A XRCC2 XRCC5 YAP1 YTHDF2 YWHAH ZFYVE27 ZNF335 ZNF365 ZNF488 ZPR1 GOBP_REGULATION_OF_NERVOUS_SYSTEM_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_NERVOUS_SYSTEM_PROCESS ABAT ACP3 ADORA1 ADRB2 APP ATPSCKMT AVP AVPR1A BAIAP2 BEGAIN CARTPT CBLN1 CCL3 CCN3 CELF4 CHRNA2 CHRNA7 CHRNB4 CST7 CTSC CUX2 DAG1 DICER1 DLG4 DLGAP1 DLGAP2 DLGAP3 DLGAP4 DMPK DVL1 EGR2 EIF2AK3 EIF4A3 F2R FABP5 FGF12 FIG4 FMR1 GBA1 GHRL GHSR GLRA1 GPR171 GPR35 GRIK2 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRM1 HCRT HTR2C IGSF11 ITGA2 ITGAX JAM2 LPIN1 LRRK2 MAG MGLL MIR30B MTMR2 MTNR1B MYRF NCMAP NETO1 NLGN1 NLGN2 NLGN3 NLGN4X NOS3 NRDC NRXN1 NTSR1 OPRPN PARD3 PRKAR1B PRKCZ PTEN PTK2B RELN RGS4 RIMS1 RIMS2 RNF10 ROCK2 S1PR2 SHANK1 SHANK3 SLC8A2 SLC8A3 SMR3A SMR3B SOX10 SPX SSH1 STX1A STX1B SYNE1 TAFA4 TBC1D24 TENM4 TMEM100 TMEM108 TMEM25 TMEM98 TNF TNFRSF1B TNFRSF21 TNR TPPP TYMP UNC13B WASF3 WNT7A ZFHX2 ZMYND8 ZNF488 GOBP_REGULATION_OF_NEURAL_PRECURSOR_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_NEURAL_PRECURSOR_CELL_PROLIFERATION ACAN ADGRG1 APPL2 ASCL1 ASPM BCAN BTG2 CDH2 CDON CEND1 CTNNA1 CTNNB1 CX3CL1 CX3CR1 DCT DISC1 DISP3 DLL4 DMRTA2 DRD2 EGF ELL3 EMX1 FGF2 FLNA FOXG1 FOXO1 FZD3 FZD9 GATA2 GJC2 GLI1 GLI3 GNAI2 GPR37L1 HAPLN1 HAPLN2 HAPLN3 HAPLN4 HIF1A ID2 ID4 ILK INSM1 ITGB1 KDM1A KDM2B KIFAP3 LHX1 LHX2 LHX5 LIMS2 LRP2 LRRK2 LYN MDK MIR137 NAP1L1 NCAN NES NF1 NF2 NOTCH1 NR2E1 OTP PAX6 PDE9A PITX3 PROX1 PTBP2 PTN PTPRZ1 RASSF10 RHOA SHCBP1 SHH SHOC2 SIRT2 SIX3 SKOR2 SLC16A2 SLC6A4 SMARCD3 SMO SOX10 SPINT1 SPINT2 TAFA1 TAFA3 TOX TP53 TRIM71 VAX1 VCAN VEGFA VEGFC WDR62 WNT3A WNT5A ZNF335 GOBP_REGULATION_OF_NEUROBLAST_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_NEUROBLAST_PROLIFERATION ACAN ASPM BCAN BTG2 CDON CTNNA1 CTNNB1 CX3CL1 CX3CR1 DCT DISC1 DMRTA2 DRD2 FGF2 FOXG1 FZD3 GATA2 GLI3 HAPLN1 HAPLN2 HAPLN3 HAPLN4 HIF1A ID4 ITGB1 KDM1A KIFAP3 LHX5 LRRK2 MIR137 NCAN NF1 NOTCH1 NR2E1 OTP PAX6 PROX1 PTN SHH SIX3 SKOR2 SMARCD3 SMO SOX10 TAFA1 TAFA3 TP53 VAX1 VCAN VEGFA VEGFC WDR62 ZNF335 GOBP_REGULATION_OF_NEUROGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_NEUROGENESIS ABCC8 ACAN ACE ADCY10 ADNP AMIGO1 ANAPC2 ANKRD27 ANXA2 APPL2 ARHGAP4 ARMCX5-GPRASP2 ASCL1 ASCL2 ASPA ASPM ATOH1 B2M BAIAP2 BCAN BDNF BHLHE40 BHLHE41 BIN1 BMAL1 BMP2 BMP7 BMPR1A BMPR2 BRAF BRINP1 BTG2 CAMK2B CAPRIN1 CAPRIN2 CCL11 CDH1 CDH4 CDK5 CDKL3 CDKL5 CDKN2B CDON CERS2 CHD7 CHODL CLCF1 CLCN2 CRABP2 CTDSP1 CTNNA1 CTNNB1 CUL7 CUX1 CUX2 CX3CL1 CX3CR1 CXCL12 CXCR4 CYFIP1 CYSLTR1 DAAM2 DAB1 DAG1 DBN1 DCC DCT DHX36 DICER1 DIP2B DISC1 DLL1 DLL3 DLL4 DLX1 DLX2 DMRTA2 DNAJB11 DOCK7 DPYSL5 DRAXIN DRD2 DRD3 DSCAM DUSP10 DYNLT1 EEF2K EFNA5 EFNB3 EGR2 EIF4G2 ELL3 EPHA4 EPHA7 EPHB2 ETV5 EZH2 F2 FAIM FBXW8 FERD3L FEZF1 FEZF2 FGF13 FGF2 FN1 FOXG1 FSTL4 FXR1 FZD3 FZD4 GATA2 GDI1 GFAP GJC2 GLI3 GOLGA4 GORASP1 GPER1 GPR37L1 GPRASP3 GRM5 GSX2 HAP1 HAPLN1 HAPLN2 HAPLN3 HAPLN4 HDAC1 HDAC2 HDAC6 HELT HES1 HES2 HES3 HES5 HES6 HES7 HEY1 HEY2 HEYL HIF1A HLTF HMGB2 HOOK3 HOXB3 ID2 ID4 IFNG IFRD1 IL1B IL1RAPL1 IL33 IL34 IL6 IL6ST ISLR2 IST1 ITGB1 ITPKA KDM1A KDM4A KHDC3L KIAA0319 KIFAP3 KIT KRAS L1CAM LDLR LEF1 LHX2 LIF LIG4 LIMK1 LIN28A LPAR3 LRP2 LRP4 LRP8 LTA LYN MACF1 MAG MAN2A1 MAP1B MAP2 MAP2K1 MAP2K2 MAP3K13 MAP6 MAPT MBD1 MCF2 MDK MECP2 MEGF8 METRN MIR125B1 MIR137 MIR142 MIR146A MIR181B1 MIR181C MIR221 MIR222 MME MT3 MTOR MYB MYRF NAP1L1 NCAN NEFL NEURL1 NF1 NF2 NFATC4 NGF NIN NKX2-2 NKX6-1 NKX6-2 NOG NOTCH1 NPTN NR1D1 NR2E1 NRDC NRP1 NTN1 NTRK2 NUMB NUMBL OBSL1 OLIG2 OPRM1 OTP PAFAH1B1 PARP6 PAX6 PCM1 PER2 PITX3 PLAG1 PLXNA1 PLXNA2 PLXNA3 PLXNA4 PLXNB1 PLXNB2 PLXNB3 PLXNC1 PLXND1 POU4F1 POU4F2 PPP1CC PPP3CA PRKCH PRKCI PRMT5 PROX1 PRTG PRUNE1 PSEN1 PTEN PTN PTPRD PTPRS PTPRZ1 RAB21 RAPGEF2 RASSF10 RB1 RELA RELN REST RGMA RGS14 RHEB RND2 RNF10 RNF112 RNF6 ROBO1 ROBO2 RTN4 RTN4R RUFY3 RYK S100A10 SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SERPINE2 SERPINF1 SHANK3 SHH SHOX2 SHTN1 SIRT2 SKI SKIL SLC7A5 SLIT1 SLIT2 SLITRK1 SMARCD3 SMO SMURF1 SNW1 SORL1 SOX10 SOX11 SOX8 SPART SPEN SPINT1 SPP1 SRF SRRT SS18L1 STAU2 STK11 STK25 SYNGAP1 SYT4 TBC1D24 TENM4 TGFB1 TGM2 THY1 TIAM1 TIAM2 TLR2 TLX2 TMEM98 TNF TNFRSF1B TNR TP53 TP73 TRAK1 TREM2 TRIM11 TRIM32 TRIM46 TRPC5 TRPV2 TSPO TTBK1 TWF2 UFL1 ULK1 ULK2 VAX1 VCAN VEGFA VEGFC WDR62 WNT2 WNT3 WNT3A WNT5A WNT7A XRCC2 XRCC5 YAP1 YTHDF2 YWHAH ZFYVE27 ZNF335 ZNF365 ZNF488 GOBP_REGULATION_OF_NEUROINFLAMMATORY_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_NEUROINFLAMMATORY_RESPONSE ATM CCL3 CD200 CD200R1 CD200R1L CST7 CTSC CX3CL1 DAGLA GRN IGF1 IL18 IL1B IL33 IL4 IL6 LDLR LRRK2 MIR128-1 MIR142 MIR181B1 MIR181C MIR195 MIR206 MIR26A1 MMP3 MMP8 MMP9 NR1D1 NUPR1 PLCG2 PTGS2 PTPRC SPHK1 STAP1 SYT11 TAFA3 TNF TNFRSF1B TREM2 TTBK1 GOBP_REGULATION_OF_NEUROMUSCULAR_JUNCTION_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_NEUROMUSCULAR_JUNCTION_DEVELOPMENT AGRN COLQ DCTN1 MUSK MYCBP2 SIX1 SIX4 SLC18A3 GOBP_REGULATION_OF_NEURONAL_ACTION_POTENTIAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_NEURONAL_ACTION_POTENTIAL FGF12 FMR1 GBA1 GPR35 MTNR1B GOBP_REGULATION_OF_NEURONAL_SYNAPTIC_PLASTICITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_NEURONAL_SYNAPTIC_PLASTICITY ACP4 APOE APP ARC CAMK2A CAMK2B CLN3 CNTN2 DBN1 DLG4 DRD2 EGR2 EPHB2 GRIK2 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRM5 HRAS JPH3 KCNJ10 KIT KMT2A KRAS MCTP1 NCDN NETO1 NEURL1 NF1 NOG NPTN NSMF PPFIA3 RAB3A RAB3GAP1 RAB5A RAB8A RASGRF1 S100B SHANK3 SHISA6 SHISA7 SHISA8 SHISA9 SLC4A10 SLC8A2 SNCA SYAP1 SYNGAP1 SYNGR1 SYP SYT4 VGF ZDHHC2 GOBP_REGULATION_OF_NEURON_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_NEURON_APOPTOTIC_PROCESS AARS1 ABL1 ADAM8 ADCY10 ADNP ADORA2A AGAP2 AIFM1 AKT1S1 ALKBH1 AMBRA1 ANGPT1 APOE ARMCX5-GPRASP2 ASCL1 ATF4 ATM ATP13A2 AXL BACE1 BARHL1 BAX BCL2 BCL2L1 BCL2L11 BDNF BOK BRAF BTG2 CASP2 CASP3 CASP8 CASP9 CCL2 CCL3 CCND1 CDC34 CDK5 CDK5R1 CEBPB CHL1 CITED1 CLCF1 CLN3 CLN8 CLU CNTF CNTFR CORO1A CPEB4 CRLF1 CTNNB1 CX3CL1 CX3CR1 DDIT3 DKK1 DLX1 DNAJC5 DRAXIN EGLN2 EGLN3 EGR1 EN1 EN2 EPHA7 ERBB3 F2R FAIM2 FASLG FBXO7 FBXW7 FCGR2B FGF20 FGF8 FOXB1 FOXO3 FOXQ1 FZD1 FZD9 G6PD GATA3 GBA1 GBE1 GCLC GCLM GDF5 GDNF GFRAL GPI GPRASP3 GRID2 GRIK2 GRM4 GRN HIF1A HIPK2 HRAS HTR2A HTRA2 HYOU1 IL10 IL27RA IL6ST ISL1 ITGA1 JAK2 KCNB1 KDM2B KDR KIF14 KRAS LGMN LIG4 MAG MAP2K4 MAP2K7 MAP3K11 MAP3K12 MCL1 MDK MECP2 MEF2C MIR125B1 MIR15B MIR181C MIR195 MIR200A MIR98 MSH2 MT3 MTNR1B MYB MYBL2 NAE1 NAIP NDNF NEFL NES NF1 NFATC4 NGF NMNAT1 NONO NPPC NQO1 NR3C1 NR4A2 NRBP2 NRP1 NSMF NTF3 NTF4 NTRK1 NTRK2 NUPR1 OXR1 PARK7 PARP1 PCDHGC3 PCDHGC4 PCDHGC5 PCSK9 PHB1 PIK3CA PINK1 PITX3 PLA2G3 PLXND1 POU4F1 PPARGC1A PPT1 PRKCG PRKCI PRKN PRNP PRODH PSEN1 PTK2B PTPRZ1 PYCR1 RAD21 RAPSN RASA1 RETREG1 RHOA RIPK1 ROCK1 SARM1 SEMA3E SET SIGMAR1 SIRT1 SIX1 SIX4 SLC1A1 SLC25A27 SNCA SNCB SNX6 SOD1 SOD2 SRPK2 ST8SIA2 STAMBP STXBP1 SYNGAP1 TERT TFAP2A TFAP2B TFAP2D TGFB2 TGFB3 THAP11 TMBIM4 TNF TOX3 TP53 TRAF7 TREM2 TRIM2 TYRO3 UBB UBE2M UCN UCP2 UNC5B VPS54 VSTM2L WFS1 WNT1 XRCC2 ZPR1 GOBP_REGULATION_OF_NEURON_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_NEURON_DIFFERENTIATION ADRA2B ADRA2C ALK APP ARHGEF2 ASCL1 ASPM ATOH1 B2M BCL11A BCL11B BCL2 BCL6 BDNF BEND6 BIN1 BMP2 BMP4 BMP6 BMP7 BRINP1 BRINP2 BRINP3 CALR CASZ1 CDK5R1 CDK5RAP1 CDK5RAP2 CDK5RAP3 CDON CNTF CNTN2 CNTN4 CPNE1 CSNK1D CSNK1E CTDSP1 CXCL12 CYB5D2 DAB1 DDX6 DISP3 DIXDC1 DKK1 DLL1 DLX1 DLX2 DTX1 DUOXA1 ECT2 EDNRB EFNA3 EIF2AK4 EIF4E EIF4ENIF1 EIF4G1 EPO ESRP1 ETV5 EYA1 FERD3L FEZF1 FEZF2 FGF2 FGF20 FGFR1 FOXA1 FOXG1 GATA2 GDF11 GDF5 GDF6 GDF7 GDPD5 GLI3 GPR37L1 GPRC5B GSK3B HES1 HES5 HEY1 HEY2 HEYL HMG20A HMG20B HOXA2 HOXD3 ID2 ID4 IMPACT IRX3 ISL1 ISL2 ITGB1 JAG1 KCTD11 KDM4A LBX1 LIN28A LMX1A LRRK2 LSM1 LTK MAG MAP1B MAP3K13 MED1 MEF2C MEIS1 METTL14 MIB1 MICOS10-NBL1 MIR137 MIR146A MIR511 MMD MMD2 MOSMO MYCL NAP1L2 NBL1 NCOA1 NEPRO NEUROD1 NEUROD2 NEUROG1 NEUROG3 NGF NKX2-2 NKX2-5 NKX6-1 NLGN1 NOTCH1 NOTCH3 NR2E1 NRCAM NREP NTF3 NTF4 OLIG2 PAX6 PBX1 PCP4 PHOX2B POU4F2 PROX1 PTBP1 RAC3 RAP1GAP RARA RELN REST RET RHOA RNF112 ROCK1 S100B S1PR5 SFRP1 SFRP2 SH3GL3 SHH SHOC2 SIN3A SIX1 SIX3 SLC6A4 SOCS2 SOX11 SOX2 SOX3 SOX8 SOX9 SPAG9 TBX6 TCF12 TCF3 TCF4 TGIF2 TIAM1 TLX3 TP73 TRIM32 TRPC5 TUNAR UPF3B VWC2 VWC2L WDR62 WNT3A YWHAG YWHAH ZC4H2 ZEB1 ZFHX2 ZFHX3 ZHX2 ZNF536 GOBP_REGULATION_OF_NEURON_MATURATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_NEURON_MATURATION BCL11A BCL2 EDNRB LRRK2 MAP3K13 RAC3 RET TBX6 GOBP_REGULATION_OF_NEURON_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_NEURON_MIGRATION ADGRG1 ARHGEF2 CAMK2A CAMK2B COL3A1 CTNNA2 CX3CL1 DAB2IP DRD1 DRD2 FLNA FLRT2 GNRH1 GPR173 IGSF10 KIF20B KIF26A LRIG2 MDK NEXMIF NIPBL NKX6-1 NRG3 NSMF NTNG1 NTNG2 PAX6 PHACTR1 PLAA PLXNB2 RAPGEF2 RELN SCRT1 SCRT2 SEMA3A SEMA6A SHTN1 SOX14 SRGAP2 SRGAP2C STAT3 TBC1D24 TNN ULK4 UNC5C UNC5D WDR62 ZNF609 GOBP_REGULATION_OF_NEURON_PROJECTION_ARBORIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_NEURON_PROJECTION_ARBORIZATION DLG4 DVL1 DVL2 DVL3 FZD4 GRIP1 MACF1 MAP3K13 MFSD2A MOV10 MYO9A NTNG1 NTNG2 SPRY3 WNT5A GOBP_REGULATION_OF_NEURON_PROJECTION_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_NEURON_PROJECTION_DEVELOPMENT ABI2 ABI3 ABL1 ABL2 ACAP3 ACP4 ADCY10 ADCY6 ADGRB3 ADNP AKT1 ALK ALKAL1 ALKAL2 AMIGO1 AMIGO3 ANAPC2 ANKRD27 AP2A1 APOE ARC ARF6 ARHGAP33 ARHGAP35 ARHGAP4 ARHGAP44 ARMCX5-GPRASP2 ARSB ATF1 ATOH7 ATP1B2 ATP8A2 AVIL B2M BAG5 BAIAP2 BCL11A BDNF BMP5 BMP7 BMPR2 BRAF BRSK1 BRSK2 CAMK1 CAMK1D CAMK2B CAMK2G CAMSAP2 CAPRIN1 CAPRIN2 CARM1 CBFA2T2 CCDC88A CD38 CDH1 CDH2 CDH4 CDK5 CDK5R1 CDKL3 CDKL5 CERS2 CFL1 CFLAR CHN1 CHODL CHRNA3 CHRNB2 CIB1 CNR1 CNTF CNTN1 CNTN2 COBL CRABP2 CRK CRKL CRMP1 CSMD3 CTNNA2 CUL7 CUX1 CUX2 CX3CL1 CXCL12 CYFIP1 DAB1 DAB2 DAB2IP DBN1 DCC DDR1 DDR2 DDX56 DENND5A DGKG DGUOK DHX36 DIP2B DISC1 DKK1 DNM3 DPYSL3 DPYSL5 DRAXIN DSCAM DTNBP1 DVL1 EEF2K EFHC2 EFNA1 EFNA5 EFNB2 EFNB3 EHD1 EIF4G2 ELAVL4 ENC1 EP300 EPHA3 EPHA4 EPHA7 EPHB2 EPHB3 EPO EZH2 FAT3 FBXO38 FBXO7 FBXW8 FES FEZ1 FEZF2 FGF13 FKBP1B FKBP4 FLNA FN1 FRMD7 FSTL4 FUT9 FYN FZD1 FZD4 GAK GATA3 GDI1 GFAP GFI1 GOLGA4 GORASP1 GPC2 GPRASP3 GRID2 GRN GSK3A GSK3B HDAC2 HDAC6 HECW1 HECW2 HES1 IFRD1 IGF1R IL15RA IL1RAPL1 INPP5F INPP5J ISLR2 IST1 ITGA3 ITGA6 ITM2C ITPKA KANK1 KAT2B KATNB1 KDM1A KEL KHDC3L KIAA0319 KIDINS220 KIF13B KIF1A KIF26A KLF4 KLK6 KNDC1 KREMEN1 L1CAM LIMK1 LPAR1 LPAR3 LRIG2 LRP4 LRP8 LRRC4C LRRC7 LRRK2 LTK LYN LZTS1 LZTS3 MACF1 MAG MAGI2 MAP1B MAP2 MAP2K1 MAP2K2 MAP3K13 MAP6 MAPT MARK1 MARK2 MBOAT1 MCF2 MDK MDM2 MEGF8 METRN MFSD2A MGARP MINAR1 MIR133B MIR200C MIR210 MIR219A1 MIR221 MIR222 MIR431 MT3 MUSK MYCBP2 MYLIP NCK1 NCKIPSD NCS1 NDEL1 NDNF NDRG4 NEDD4 NEDD4L NEFL NEGR1 NEO1 NEU4 NEUROG3 NFATC4 NFE2L2 NGEF NGF NIN NLGN1 NOVA2 NPTN NR2E1 NR2F1 NRCAM NRDC NRP1 NSMF NTN1 NTNG1 NTNG2 NTRK1 NTRK2 NTRK3 OBSL1 P3H1 PACSIN1 PAFAH1B1 PAK1 PAK2 PAK3 PAQR3 PARP6 PAX6 PDLIM5 PLA2G3 PLK5 PLPPR5 PLXNA1 PLXNA2 PLXNA3 PLXNA4 PLXNB1 PLXNB2 PLXNB3 PLXNC1 PLXND1 PMP22 POU3F2 POU4F2 PPFIA2 PPP2R5B PPP3CA PQBP1 PRAG1 PREX1 PRKCI PRKD1 PRRX1 PSEN1 PTEN PTK2B PTK6 PTK7 PTN PTPN9 PTPRD PTPRF PTPRG PTPRO PTPRS PUM2 RAB17 RAB21 RAB29 RAP1A RAP2A RAPGEF1 RAPGEF2 RELN RET RETREG3 RGMA RGS2 RHOA RIT2 RND2 RNF6 ROBO1 ROBO2 ROBO3 ROR1 ROR2 RTN4 RTN4IP1 RTN4R RTN4RL1 RTN4RL2 RUFY3 RYK S100A9 SARM1 SCARB2 SCARF1 SCN1B SDC2 SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SERPINF1 SERPINI1 SETX SEZ6 SF3A2 SFRP1 SFRP2 SHANK3 SHOC2 SHOX2 SHTN1 SIPA1L1 SKIL SKOR2 SLC39A12 SLIT1 SLIT2 SLITRK1 SMURF1 SNAP25 SNAPIN SNX3 SPART SPOCK1 SPP1 SRCIN1 SRF SS18L1 STAU2 STK11 STK24 STK25 STMN2 STX1B STYXL1 SYNE1 SYNGAP1 TANC2 TBC1D24 TBR1 TBX6 TENM3 THY1 TIAM1 TIAM2 TLX2 TMEM106B TMEM30A TNIK TNN TNR TOX TRAK1 TRIM46 TRIM67 TRPC5 TRPV2 TRPV4 TSKU TUBB2B TWF1 TWF2 ULK1 ULK2 ULK4 UST VEGFA VIM VLDLR WASHC5 WNT3 WNT3A WNT5A WNT7A XK YTHDF1 YWHAH ZDHHC15 ZFYVE27 ZNF296 ZNF365 ZNF804A GOBP_REGULATION_OF_NEURON_PROJECTION_REGENERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_NEURON_PROJECTION_REGENERATION BRAF CERS2 CNTF EPHA4 FKBP1B FLNA GRN IGF1R INPP5F KIAA0319 KLF4 KREMEN1 LRIG2 MAP2K1 MAP2K2 MIR221 MIR222 MIR431 NEO1 PRRX1 PTN PTPRF PTPRS PUM2 RGMA RTN4R RTN4RL1 SCARF1 SPP1 STK24 THY1 TNR GOBP_REGULATION_OF_NEUROTRANSMITTER_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_NEUROTRANSMITTER_RECEPTOR_ACTIVITY ADRB2 APP ARC BEGAIN CACNG2 CACNG3 CACNG4 CACNG5 CACNG7 CACNG8 CAPN1 CCL2 CCR2 CNIH2 CNIH3 CRH CRHBP DAPK1 DLG4 DLGAP1 DLGAP2 DLGAP3 DLGAP4 EPHB2 GSG1L IFNG LYNX1 MAPK8IP2 MEF2C MINK1 NETO1 NLGN1 NLGN2 NLGN3 OPRM1 PATE4 PRRT1 PSCA PTK2B RELN SHANK1 SHANK3 SHISA6 SHISA7 SHISA8 SHISA9 SLC6A9 SLURP2 GOBP_REGULATION_OF_NEUROTRANSMITTER_RECEPTOR_LOCALIZATION_TO_POSTSYNAPTIC_SPECIALIZATION_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_NEUROTRANSMITTER_RECEPTOR_LOCALIZATION_TO_POSTSYNAPTIC_SPECIALIZATION_MEMBRANE ADAM10 DAG1 GHSR GPC4 GPC6 HRAS IQSEC2 NETO2 OGT PRKCZ RAP1A GOBP_REGULATION_OF_NEUROTRANSMITTER_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_NEUROTRANSMITTER_SECRETION ADORA2A ASIC1 ATP2A2 BAIAP3 BGLAP BRAF CACNB4 CAMK2A CASK CHRNA3 CHRNB4 CPLX1 CPLX2 CPLX3 CPLX4 CSPG5 DTNBP1 DVL1 DYSF FBXL20 FBXO45 FER1L4 FER1L5 FMR1 GIT1 GPER1 GPR158 HCRT HTR1B KCNMB4 KMO LRRK2 MCTP1 MCTP2 MEF2C MYOF NF1 NLGN1 OTOF P2RX1 P2RY1 P2RY4 PFN2 PNKD PPFIA2 PREPL PRKCB PRKCG PRKN RAB3A RAB3GAP1 RAB5A RAP1A RAP1B RAP1BL RIMS1 RIMS2 RIMS3 RIMS4 SEPTIN5 SLC18A3 SLC30A1 SLC38A2 SLC4A8 SNAPIN SNCA SNCAIP SNCG STX1A STX1B STXBP1 STXBP5 SV2B SV2C SYN1 SYP SYT1 SYT11 SYT4 TACR2 VPS18 WNT7A GOBP_REGULATION_OF_NEUROTRANSMITTER_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_NEUROTRANSMITTER_TRANSPORT ADORA2A ASIC1 ATP1A2 ATP2A2 BAIAP3 BGLAP BRAF CACNB4 CAMK2A CASK CHRNA3 CHRNB4 CPLX1 CPLX2 CPLX3 CPLX4 CSPG5 DRD1 DRD2 DRD3 DRD4 DTNBP1 DVL1 DYSF FBXL20 FBXO45 FER1L4 FER1L5 FLOT1 FMR1 GDNF GFAP GIT1 GPER1 GPM6B GPR158 HCRT HTR1B ITGB1 ITGB3 KCNMB4 KMO LRRK2 MCTP1 MCTP2 MEF2C MYOF NF1 NLGN1 NOS1 OTOF P2RX1 P2RY1 P2RY4 PER2 PFN2 PNKD PPFIA2 PREPL PRKCB PRKCG PRKN RAB3A RAB3B RAB3GAP1 RAB5A RAP1A RAP1B RAP1BL RIMS1 RIMS2 RIMS3 RIMS4 SEPTIN5 SLC17A8 SLC18A3 SLC30A1 SLC38A2 SLC4A8 SNAPIN SNCA SNCAIP SNCG STX1A STX1B STXBP1 STXBP5 SV2B SV2C SYN1 SYNGR3 SYP SYT1 SYT11 SYT4 TACR2 TOR1A VPS18 WNT7A GOBP_REGULATION_OF_NEUROTRANSMITTER_UPTAKE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_NEUROTRANSMITTER_UPTAKE ATP1A2 DRD1 DRD2 DRD3 DRD4 FLOT1 GDNF GFAP GPM6B ITGB1 ITGB3 NOS1 PER2 PRKN RAB3B SLC17A8 SNCA SYNGR3 TOR1A GOBP_REGULATION_OF_NEUROTROPHIN_TRK_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_NEUROTROPHIN_TRK_RECEPTOR_SIGNALING_PATHWAY AGT AGTR2 CYFIP1 CYFIP2 DOK5 PPP2R5B SPRY1 SPRY2 TMEM108 WASF1 ZDHHC17 GOBP_REGULATION_OF_NEUTROPHIL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_NEUTROPHIL_ACTIVATION BCR CD177 CD300A FCGR2B GRN ITGAM ITGB2 MIR125A PLA2G2A PLPP6 PRAM1 PTAFR SPI1 SYK TNF GOBP_REGULATION_OF_NEUTROPHIL_CHEMOTAXIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_NEUTROPHIL_CHEMOTAXIS BST1 C1QBP C3AR1 C5AR1 C5AR2 CAMK1D CCL19 CCL21 CCR7 CD74 CXCL8 CXCR2 DAPK2 DNM1L DPP4 EDN1 IL23A JAM3 LBP MCU MDK MIR223 MOSPD2 MPP1 NCKAP1L NOD2 RAC1 RAC2 RIPOR2 SLIT2 THBS4 TIRAP TNFAIP6 XCL1 GOBP_REGULATION_OF_NEUTROPHIL_DEGRANULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_NEUTROPHIL_DEGRANULATION BCR CD177 ITGAM ITGB2 PRAM1 PTAFR SPI1 SYK GOBP_REGULATION_OF_NEUTROPHIL_EXTRAVASATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_NEUTROPHIL_EXTRAVASATION ADAM8 CD99 CD99L2 FUT7 IL1R1 MDK RIPOR2 XG GOBP_REGULATION_OF_NEUTROPHIL_MEDIATED_CYTOTOXICITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_NEUTROPHIL_MEDIATED_CYTOTOXICITY ARG1 CXCL6 DNASE1 DNASE1L3 F2RL1 GOBP_REGULATION_OF_NEUTROPHIL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_NEUTROPHIL_MIGRATION ADAM8 BST1 C1QBP C3AR1 C5AR1 C5AR2 CAMK1D CCL19 CCL21 CCR7 CD74 CD99 CD99L2 CXCL8 CXCR2 DAPK2 DNM1L DPP4 EDN1 FUT4 FUT7 IL1A IL1R1 IL23A JAM3 LBP MCU MDK MIR223 MOSPD2 MPP1 MYD88 NCKAP1L NOD2 RAC1 RAC2 RAC3 RIPOR2 SELENOK SLAMF8 SLIT2 THBS4 TIRAP TNFAIP6 XCL1 XG GOBP_REGULATION_OF_NITRIC_OXIDE_MEDIATED_SIGNAL_TRANSDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_NITRIC_OXIDE_MEDIATED_SIGNAL_TRANSDUCTION ATP2B4 CBS EGFR ENSG00000274276 GUCY1A1 GUCY1A2 INS NOS1AP PDE5A SPINK1 THBS1 VEGFA GOBP_REGULATION_OF_NITRIC_OXIDE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_NITRIC_OXIDE_METABOLIC_PROCESS ACP5 ACVR2A AGTR2 AGXT2 AKT1 ASL ASS1 ATP2B4 CAV1 CD36 CD47 CLEC7A CLU CX3CR1 DDAH1 DDAH2 EDN1 GLA HBB HSP90AA1 HSP90AB1 IFNG IL10 IL1B INSR JAK2 KHSRP KLF2 KLF4 KLRC4-KLRK1 KLRK1 MIR132 MIR181A2 MIR181B1 MIR199A1 MIR212 MIR92A1 MIR99B NOS1AP P2RX4 PKD2 PTGIS PTGS2 PTK2B PTX3 RAC1 RGN ROCK2 SELENOS SIRPA SMAD3 SOD2 TICAM1 TLR4 TLR6 TMEM106A TNF TRPV1 TSPO ZC3H12A GOBP_REGULATION_OF_NITRIC_OXIDE_SYNTHASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_NITRIC_OXIDE_SYNTHASE_ACTIVITY AGTR2 AKT1 APOE ATP2B4 CAV3 DHFR DHFRP1 EGFR FCER2 GCH1 GLA HIF1A HTR2B IL1A IL1B INS LEP MIR132 MIR138-1 MIR212 MIR26A1 MIR27B NOS1AP NOSIP NPR3 NUS1 PIK3CB S100A1 SCARB1 TERF2 TERT GOBP_REGULATION_OF_NK_T_CELL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_NK_T_CELL_ACTIVATION CD300A HSPH1 IL12A IL12B IL18 IL23A IL23R JAK2 RASAL3 TYK2 ZBTB7B GOBP_REGULATION_OF_NK_T_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_NK_T_CELL_DIFFERENTIATION AP3B1 AP3D1 PRDM1 TGFBR2 ZBTB16 ZNF683 GOBP_REGULATION_OF_NK_T_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_NK_T_CELL_PROLIFERATION IL12B IL18 IL23A JAK2 RASAL3 TYK2 ZBTB7B GOBP_REGULATION_OF_NMDA_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_NMDA_RECEPTOR_ACTIVITY APP CAPN1 CCL2 CCR2 CRH CRHBP DAPK1 DLG4 EPHB2 IFNG MAPK8IP2 MEF2C NLGN1 OPRM1 PTK2B RELN SLC6A9 GOBP_REGULATION_OF_NODAL_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_NODAL_SIGNALING_PATHWAY CER1 DACT1 DACT2 DAND5 DMRT1 NODAL NOMO1 NOMO3 SHH SMAD2 GOBP_REGULATION_OF_NODAL_SIGNALING_PATHWAY_INVOLVED_IN_DETERMINATION_OF_LEFT_RIGHT_ASYMMETRY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_NODAL_SIGNALING_PATHWAY_INVOLVED_IN_DETERMINATION_OF_LEFT_RIGHT_ASYMMETRY CER1 DAND5 NODAL SHH SMAD2 GOBP_REGULATION_OF_NON_CANONICAL_NF_KAPPAB_SIGNAL_TRANSDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_NON_CANONICAL_NF_KAPPAB_SIGNAL_TRANSDUCTION ACTN4 ADGRG3 ADIPOR1 ADISSP AGER AGO3 AKIP1 APP BCL3 BIRC2 BMP7 C1QTNF3 C1QTNF4 CALR CCL19 CCN3 CD27 CD86 CPNE1 CYLD DDX3X DLG1 EDA EDAR EDN1 EGFR EIF2AK2 EP300 EZR GREM1 HAVCR2 HDAC7 IFI35 IL12B IL18 IL18R1 IL1B IL23A ILK IRAK1 LAPTM5 LGALS9 LIME1 LIMS1 LITAF LRRC19 MIR132 MIR146A MIR149 MIR15B MIR182 MIR204 MIR21 MIR223 MIR27B MIR29B1 MIR30C2 MIR508 MIR766 MIR9-1 MKRN2 NFAT5 NFKBIA NLRC3 NLRP12 NLRP2 NLRP3 NMI NOD1 NOD2 NR3C2 PDCD4 PHB1 PHB2 PPM1A PPM1B PRDX1 PTP4A3 PTPN22 PYCARD PYDC2 RASSF2 RBCK1 RC3H1 RC3H2 RELA RHOA RIPK1 RPS3 RTKN2 SASH1 SPHK1 SPI1 TCIM TERF2IP TLR2 TLR3 TLR4 TLR7 TLR9 TMSB4X TNF TNFSF14 TRADD TRAF6 TREM2 TRIM15 TRIM40 TRIM44 TRIM56 TRIM6 TRIM60 TRIP6 TSPAN6 UACA ZC3H12A GOBP_REGULATION_OF_NON_CANONICAL_WNT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_NON_CANONICAL_WNT_SIGNALING_PATHWAY ABL1 ANKRD6 CSNK1D CSNK1E DAAM2 DAB2 DACT1 DKK1 GPC3 IFT80 LBX2 MKS1 MLLT3 NKD1 NPHP3 PLEKHA4 RNF213 RSPO3 SFRP1 SFRP2 SFRP4 SPEF1 TIAM1 WNT5A WNT5B ZNRF3 GOBP_REGULATION_OF_NON_MOTILE_CILIUM_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_NON_MOTILE_CILIUM_ASSEMBLY ATMIN BBS4 CENPJ CEP135 HAP1 MAK MAP4 RP1 SEPTIN7 SEPTIN9 WRAP73 GOBP_REGULATION_OF_NOREPINEPHRINE_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_NOREPINEPHRINE_SECRETION ADORA2A ADORA3 ADRA2A ADRA2B ADRA2C CHRNA7 FFAR3 GHSR HRH3 KCNB1 OXTR P2RY1 STX1A GOBP_REGULATION_OF_NOTCH_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_NOTCH_SIGNALING_PATHWAY AAK1 ADAM10 AKT1 ARRB1 ARRDC1 ASCL1 BCL6 BEND6 BMP2K BMP7 CBFA2T2 CCN3 CCNC CD46 CDK3 CHAC1 CNTN6 DLK1 DLK2 DLL1 DLL3 DLL4 DLX1 DLX2 DTX1 EGFL7 ENHO EPN2 FBXW7 FGF10 GALNT11 GAS2 GATA2 GATA5 GSX2 HES1 HES5 HEY1 HEY2 HIF1AN IL6ST ITGB1BP1 JAG1 JAG2 KIT LFNG LLGL1 LLGL2 MAGEA1 MESP1 METTL3 MFNG MIR1224 MIR126 MIR212 MMP14 NEPRO NEURL1 NFKBIA NIBAN2 NOD2 NOS3 NOTCH1 NOTCH2NLA NOTCH2NLB NOTCH2NLC NRARP PDCD10 POFUT1 POGLUT1 POSTN PRAG1 PRKCI RFNG RITA1 ROBO1 ROBO2 SLC35C1 SLC35C2 SRC SREBF2 STAT3 SYNJ2BP TCIM TGFB2 TM2D3 TP63 TSPAN14 TSPAN15 TSPAN5 TSPEAR WNT1 WWP2 YAP1 YJEFN3 YTHDF2 ZBTB7A ZMIZ1 GOBP_REGULATION_OF_NUCLEAR_CELL_CYCLE_DNA_REPLICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_NUCLEAR_CELL_CYCLE_DNA_REPLICATION AICDA ATRX BCL6 CDC7 CDT1 DACH1 DBF4 DBF4B INO80 NUGGC TIPIN WIZ ZMPSTE24 GOBP_REGULATION_OF_NUCLEAR_DIVISION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_NUCLEAR_DIVISION ANAPC11 ANAPC15 ANAPC5 ANAPC7 APC ATM AURKA AURKAIP1 AURKB BIRC5 BMP4 BMP7 BORA BTC BUB1 BUB1B BUB3 CALR CAV2 CCDC8 CCNB1 CD28 CDC16 CDC20 CDC23 CDC25C CDC42 CDCA2 CDCA8 CDK5RAP2 CENPF CHEK1 CUL3 CUL7 CUL9 DAPK3 DLGAP5 DMRT1 DRD3 DUSP1 DYNC1LI1 EDN1 EDN3 EGF EPGN EREG ESPL1 FBXO43 FBXO5 FBXW5 FGF8 FZR1 GEN1 GPR3 HASPIN HORMAD1 HOXA13 IGF1 IGF2 IK IL1A IL1B INCENP INS INSR KIF20B KLHL22 KNL1 KNTC1 L3MBTL1 LCMT1 LIF LRP5 MAD1L1 MAD2L1 MAD2L1BP MAD2L2 MEIOSIN MKI67 MOS MSX1 MSX2 MTBP NANOS2 NDC80 NEK2 NME6 NPM2 NPR2 NSMCE2 NUF2 NUP62 NUSAP1 OBSL1 OOEP PCID2 PDE3A PDGFB PDGFRB PDXP PHIP PIN1 PIWIL2 PKMYT1 PLCB1 PLK1 PRAP1 PRDM7 PRDM9 PRMT5 PSMA8 PSMG2 RAD1 RAD21 RAD51AP1 RB1 RCC1 RGCC RPS6KA2 SH2B1 SIRT2 SMPD3 SPC24 SPC25 SPDL1 SPHK1 STRA8 TEX14 TGFA TNF TOM1L1 TOM1L2 TPR TRIP13 TTK UBE2B UBE2C USP44 WEE2 WNT4 WNT5A XRCC3 ZNF207 ZW10 ZWILCH ZWINT GOBP_REGULATION_OF_NUCLEAR_TRANSCRIBED_MRNA_CATABOLIC_PROCESS_DEADENYLATION_DEPENDENT_DECAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_NUCLEAR_TRANSCRIBED_MRNA_CATABOLIC_PROCESS_DEADENYLATION_DEPENDENT_DECAY AGO2 CNOT1 CNOT7 CPEB3 CSDE1 DHX36 DHX9 HNRNPD HNRNPU IGF2BP1 NANOS1 NANOS2 NANOS3 PABPC1 PAIP1 RC3H1 SYNCRIP TENT4A TENT4B TNRC6B TNRC6C TOB1 YBX1 ZFP36 ZFP36L1 ZFP36L2 GOBP_REGULATION_OF_NUCLEAR_TRANSCRIBED_MRNA_CATABOLIC_PROCESS_NONSENSE_MEDIATED_DECAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_NUCLEAR_TRANSCRIBED_MRNA_CATABOLIC_PROCESS_NONSENSE_MEDIATED_DECAY A1CF APOBEC1 CASC3 DHX34 EIF4A3 HNRNPAB MAGOH MAGOHB NBAS PABPC1 RBM8A SECISBP2 UPF3A GOBP_REGULATION_OF_NUCLEAR_TRANSCRIBED_MRNA_POLY_A_TAIL_SHORTENING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_NUCLEAR_TRANSCRIBED_MRNA_POLY_A_TAIL_SHORTENING AGO2 BTG2 CNOT1 CNOT7 CPEB3 EIF4ENIF1 PABPC1 POLR2G TENT4A TENT4B TNRC6A TNRC6B TNRC6C TOB1 ZFP36 GOBP_REGULATION_OF_NUCLEASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_NUCLEASE_ACTIVITY ABCE1 AKT1 DDX11 DFFA GZMA HMGB1 HMGB2 HSPA1A NEIL1 NPM1 OAS1 OAS2 OAS3 OASL PCNA PDE3A PRKCD RPS3 SIRT1 TERF1 TERF2 TMBIM6 GOBP_REGULATION_OF_NUCLEOBASE_CONTAINING_COMPOUND_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_NUCLEOBASE_CONTAINING_COMPOUND_TRANSPORT ADORA1 AKAP8L CPSF6 DHX9 IWS1 KHDRBS1 NCBP2 NRDE2 NSUN2 NUP153 RIPK1 RSC1A1 SETD2 SUPT6H TPR WNK1 GOBP_REGULATION_OF_NUCLEOCYTOPLASMIC_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_NUCLEOCYTOPLASMIC_TRANSPORT AAAS AKAP8L ANGPT1 ANP32B APOD BAG3 BARD1 BMP4 CABP1 CAMK1 CD36 CDH1 CDK1 CDK5 CHP1 CHP2 CPSF6 CTDSPL2 DHX9 DMAP1 DNAJC27 ECT2 EFCAB7 EMD EP300 FERMT1 FLNA FRAT1 FRAT2 GAS6 GLI3 GSK3B HCLS1 HDAC3 HSP90AA1 HYAL2 IER3 IFI27 IFNG IL1B IPO5 IWS1 JAK2 JUP KHDRBS1 LEP MAPK14 MAVS MDFIC MDM2 MX2 NCBP2 NEDD4 NF1 NRDE2 NSUN2 NUP153 NUP214 NUP54 NUP58 PARK7 PIK3R1 PIK3R2 PKIA PKIG PPM1A PPP1CC PPP1R12A PRKACA PRKCD PRKD1 PSEN1 PTGS2 PTPN11 PTPN14 RAB23 RAN RANGAP1 RAPGEF3 RBM22 RBM4 RIOK2 SETD2 SFN SHH SIRT6 SIRT7 SMAD3 SMO SP100 SUFU SUMO1 SUPT6H TARDBP TGFB1 TMEM53 TPR TRIM28 TXN UBR5 UFM1 UHMK1 WNK1 XPO1 XPO4 YWHAE ZC3H12A ZIC1 ZPR1 GOBP_REGULATION_OF_NUCLEOTIDE_BINDING_OLIGOMERIZATION_DOMAIN_CONTAINING_2_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_NUCLEOTIDE_BINDING_OLIGOMERIZATION_DOMAIN_CONTAINING_2_SIGNALING_PATHWAY ERBIN HSPA1A HSPA1B NAGK PTPN22 SLC15A3 SLC15A4 TLR4 TNFAIP3 ZNRF4 GOBP_REGULATION_OF_NUCLEOTIDE_BINDING_OLIGOMERIZATION_DOMAIN_CONTAINING_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_NUCLEOTIDE_BINDING_OLIGOMERIZATION_DOMAIN_CONTAINING_SIGNALING_PATHWAY BIRC2 BIRC3 ERBIN HSPA1A HSPA1B NAGK PTPN22 SLC15A2 SLC15A3 SLC15A4 SLC46A2 TLR4 TNFAIP3 XIAP ZNRF4 GOBP_REGULATION_OF_NUCLEOTIDE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_NUCLEOTIDE_BIOSYNTHETIC_PROCESS ACMSD ADCY10 ANTKMT ATPSCKMT DNAJC30 ENO1 ENSG00000290147 FLCN GUCA1A GUCA1B H19 IL4 MIR675 NOS1 NOS2 NOS3 PARP1 PDK1 PDK2 PDK3 PDK4 PID1 PINK1 PPARA PPARGC1A RD3 SNCA SPHK2 TAFAZZIN TMSB4X TREM2 VCP GOBP_REGULATION_OF_NUCLEOTIDE_EXCISION_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_NUCLEOTIDE_EXCISION_REPAIR ACTB ACTL6A ACTL6B ARID1A ARID1B ARID2 BCL7A BCL7B BCL7C BRD7 CUL4A DPF1 DPF2 DPF3 ERCC8 KAT7 PBRM1 PHF10 RAD52 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 GOBP_REGULATION_OF_NUCLEOTIDE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_NUCLEOTIDE_METABOLIC_PROCESS ACMSD ADCY10 ALDOB ANTKMT ATP5IF1 ATPSCKMT BEND3 CDA DNAJC30 DNM1L ENO1 ENSG00000290147 FIS1 FLCN GUCA1A GUCA1B H19 IL4 LACC1 MACROH2A1 ME1 ME2 MIR675 MLST8 MTOR NOS1 NOS2 NOS3 PARP1 PDK1 PDK2 PDK3 PDK4 PGAM1 PID1 PINK1 PPARA PPARGC1A RD3 RPTOR SNCA SPHK2 TAFAZZIN TIGAR TMSB4X TP53 TREM2 TSPO VCP GOBP_REGULATION_OF_ODONTOBLAST_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ODONTOBLAST_DIFFERENTIATION CEBPB DSPP IPO7 RPTOR SERPINE1 GOBP_REGULATION_OF_ODONTOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ODONTOGENESIS APCDD1 BMP2 BMP4 CD34 CSF1 DMRT3 EDN1 FGF8 MSX1 NGFR PAX9 PRKCB RSPO2 RUNX2 SHH SP6 TNFRSF11B WNT10A GOBP_REGULATION_OF_ODONTOGENESIS_OF_DENTIN_CONTAINING_TOOTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ODONTOGENESIS_OF_DENTIN_CONTAINING_TOOTH APCDD1 BMP2 BMP4 CSF1 DMRT3 FGF8 NGFR PRKCB RSPO2 RUNX2 TNFRSF11B WNT10A GOBP_REGULATION_OF_OLIGODENDROCYTE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_OLIGODENDROCYTE_DIFFERENTIATION ASPA CLCN2 CTNNB1 CXCR4 DAAM2 DAG1 DLX1 DLX2 DRD3 DUSP10 DUSP15 GSX2 HDAC1 HDAC2 HES1 HES5 ID4 IL33 IL34 MDK MTOR MYRF NF1 NKX2-2 NKX6-1 NKX6-2 NOTCH1 OLIG2 OPALIN PRMT5 PTN PTPRZ1 RHEB SHH SLC45A3 SOX1 TENM4 TLR2 TMEM98 TNFRSF1B TNFRSF21 TP73 WDR1 ZNF365 ZNF488 GOBP_REGULATION_OF_OOCYTE_MATURATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_OOCYTE_MATURATION AURKA BNC1 NPPC NPR2 SHB SIRT2 WEE2 GOBP_REGULATION_OF_OPSONIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_OPSONIZATION C4BPA C4BPB CFP COLEC10 COLEC11 FCN1 FCN2 FCN3 MBL2 MYO18A PLA2G5 GOBP_REGULATION_OF_ORGANELLE_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ORGANELLE_ASSEMBLY ABI3 ADAMTS16 AKT1 ALMS1 ARF4 ARHGAP35 ARHGEF5 ARHGEF9 ATG2A ATG3 ATG5 ATMIN BBS4 BECN1 BRCA1 C10orf90 C9orf72 CAPG CAPRIN1 CAV3 CBLN1 CCDC88A CCP110 CCSAP CDK10 CDK5RAP2 CDKL1 CDKL5 CENPJ CEP120 CEP135 CEP295 CEP295NL CEP76 CEP97 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CNOT1 CNOT2 CNOT6 CNOT6L CNTROB CRIPT CROCC CSF2 CYLD DCDC2 DRG1 DYNC1H1 DYNC2LI1 DYNLT2B DZIP1 EFNB1 EHMT2 ELAPOR1 EML3 ENTR1 EPHB2 EVI5 EVI5L EZR FEZ1 FEZ2 FSCN1 FUZ G3BP1 G3BP2 GAP43 GDI2 GPSM2 GRID2 GSK3B GSN HAP1 HCK HNRNPU HSPA1A HSPA1B HTT IFT140 IFT20 IFT88 IL1RAP IL5 INTU KAT2A KAT2B KCTD17 KIF24 KIF9 LCP1 LIMK2 LPAR1 LRFN4 LRRC4B LRRK2 LRRTM2 LRSAM1 MAK MAP4 MAPK15 MAPK9 MARK4 MCIDAS MDM1 MNS1 MOAP1 MPHOSPH9 MSN MTM1 MTMR3 MTOR NBDY NF2 NOTO NPM1 NUMA1 NUP62 NUPR1 ODAD3 ODF2 ODF2L PAN2 PAN3 PATL2 PDCD6IP PHF23 PIKFYVE PINK1 PIP4K2A PIP4K2B PIP4K2C PLK1 PLK2 PLK4 PPP1R35 PRKAA1 PRKAA2 PTK2B PTPRD PTPRS RAB11A RAB11FIP3 RAB1B RAB3GAP1 RAB3GAP2 RAB5A RABEP2 RABGAP1 RALB RBM14 RDX RHOA RNF186 RNF4 RNF5 RP1 SASS6 SAXO1 SCFD1 SDC1 SDC4 SDCBP SDCCAG8 SEC22B SENP6 SEPTIN7 SEPTIN9 SGSM3 SH3GLB1 SMAD4 SMCR8 SNX18 SNX30 SNX4 SNX7 SPAG5 SPICE1 SPTBN2 SRC STAM STIL STX18 STYXL1 SYNE2 TAPT1 TBC1D1 TBC1D10A TBC1D10B TBC1D10C TBC1D12 TBC1D13 TBC1D14 TBC1D15 TBC1D16 TBC1D17 TBC1D19 TBC1D2 TBC1D20 TBC1D21 TBC1D22A TBC1D22B TBC1D24 TBC1D2B TBC1D3 TBC1D30 TBC1D5 TBC1D7 TBC1D8 TBC1D9B TCHP TESK1 TMEM39A TNF TPR TRAPPC12 TRIM37 TSG101 UBAP2L UBQLN2 ULK1 USP10 USP6NL VPS11 VPS4B WDPCP WDR44 WDR45 WIPI1 WRAP73 YAP1 ZMYND10 GOBP_REGULATION_OF_ORGANELLE_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ORGANELLE_ORGANIZATION ABI2 ABI3 ABITRAM ABL1 ABL2 ACAA2 ACD ACTB ACTG1 ACTL6A ACTL6B ACTN2 ACTR5 ACTR8 ADAMTS16 ADCK1 ADCY10 ADD1 ADD2 ADD3 ADRB2 AKAP13 AKAP9 AKT1 AKT2 ALMS1 ALOX15 AMBRA1 ANAPC1 ANAPC11 ANAPC15 ANAPC2 ANAPC4 ANAPC5 ANAPC7 ANK1 ANKRD23 ANKRD27 ANKRD53 ANXA1 ANXA2 AP1AR APC APC2 APOA1 ARAP1 ARF1 ARF4 ARF6 ARFGEF1 ARFIP1 ARFIP2 ARHGAP17 ARHGAP18 ARHGAP28 ARHGAP35 ARHGAP40 ARHGAP44 ARHGAP6 ARHGEF10 ARHGEF10L ARHGEF15 ARHGEF18 ARHGEF19 ARHGEF2 ARHGEF5 ARHGEF7 ARHGEF9 ARID1A ARID1B ARID2 ARL2 ARL6IP1 ARMH3 ARPC2 ARPC3 ARPC5 ARPC5L ARPIN ASAP3 ATAT1 ATF7IP ATF7IP2 ATG12 ATG2A ATG3 ATG5 ATL3 ATM ATMIN ATP13A2 ATP5IF1 ATR ATRX ATXN7 AURKA AURKAIP1 AURKB AVIL AVP AXIN2 BAD BAG4 BAIAP2 BAIAP2L1 BAIAP2L2 BAK1 BAX BAZ1B BBC3 BBS4 BCAS3 BCL2L1 BCL2L11 BCL2L2 BCL7A BCL7B BCL7C BECN1 BICD1 BICD2 BID BIK BIN1 BIRC5 BMERB1 BMF BMP10 BMP4 BMP7 BNIP3 BNIP3L BOK BORA BRAF BRCA1 BRD7 BRK1 BST1 BST2 BTC BUB1 BUB1B BUB3 C10orf90 C11orf65 C15orf62 C2CD5 C9orf72 CALCOCO2 CALR CAMKK2 CAMSAP1 CAMSAP2 CAMSAP3 CAPG CAPN10 CAPN2 CAPN6 CAPRIN1 CAPZA1 CAPZA2 CAPZA3 CAPZB CARMIL1 CARMIL2 CARMIL3 CAV2 CAV3 CBLN1 CCDC8 CCDC88A CCL11 CCL21 CCL24 CCL26 CCN2 CCNB1 CCNF CCP110 CCR7 CCSAP CCT2 CCT3 CCT4 CCT5 CCT6A CCT7 CCT8 CD28 CD2AP CD47 CDC16 CDC20 CDC23 CDC25C CDC27 CDC42 CDC42EP1 CDC42EP2 CDC42EP3 CDC42EP4 CDC42EP5 CDC6 CDCA2 CDCA8 CDH2 CDH5 CDK1 CDK10 CDK2 CDK2AP2 CDK5R1 CDK5RAP2 CDKL1 CDKL5 CDKN1B CELSR1 CENATAC CENPE CENPF CENPJ CENPV CEP120 CEP135 CEP295 CEP295NL CEP70 CEP76 CEP97 CERS1 CFL2 CGNL1 CHCHD10 CHEK1 CHFR CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CIB1 CIDEB CKAP2 CKAP5 CLASP1 CLASP2 CLEC16A CLIC4 CLIP1 CLIP3 CLN3 CLTC CLU CNOT1 CNOT2 CNOT6 CNOT6L CNTROB CORO1A CORO1B CORO2B COTL1 CPLANE2 CPLX1 CPLX2 CPLX3 CRACD CRIPT CRK CROCC CSF1R CSF2 CSF3 CSNK2A2 CTC1 CTCF CTNNA2 CTNNB1 CTTN CUL3 CUL7 CUL9 CX3CL1 CXCL12 CYFIP1 CYFIP2 CYLD CYRIA CYRIB DAAM2 DAPK3 DCDC2 DCN DCP2 DCTN1 DDHD1 DDHD2 DDX11 DHX36 DIAPH1 DIXDC1 DKC1 DLC1 DLG1 DLGAP5 DMRT1 DMTN DNAI3 DNM1L DOC2A DOC2B DPF1 DPF2 DPF3 DRD3 DRG1 DSTN DUSP1 DYNC1H1 DYNC1LI1 DYNC2LI1 DYNLT2B DYRK1A DZIP1 ECT2 EDN1 EDN3 EFNA5 EFNB1 EGF EHD3 EHMT2 EID3 ELAPOR1 ELN EML2 EML3 ENDOG ENTR1 EP300 EPGN EPHA1 EPHA3 EPHA5 EPHB2 EPS8 ERC2 ERCC1 ERCC4 EREG ESAM ESPL1 EVI5 EVI5L EVL EXOSC10 EZR F11R F2RL1 FAM107A FAM162A FBXO4 FBXO43 FBXO5 FBXO7 FBXW5 FBXW7 FCHSD1 FCHSD2 FEN1 FER FERMT2 FES FEZ1 FEZ2 FGF13 FGF8 FHOD1 FHOD3 FIS1 FKBP4 FKBP8 FLCN FLII FLNA FMN1 FNIP1 FRMD7 FRMPD2 FSCN1 FSD1 FUZ FXN FYCO1 FZD10 FZD5 FZD9 FZR1 G3BP1 G3BP2 GAP43 GAS2L1 GAS2L2 GBA2 GCLC GDI2 GEN1 GHITM GIT1 GMFB GMFG GNAI1 GNL3 GNL3L GOLPH3 GPER1 GPM6B GPR143 GPR3 GPR65 GPSM2 GPX1 GRB2 GRHL3 GRID2 GRIK5 GRN GSK3A GSK3B GSN GTF2H2 GZMB H3-3A H3-3B HAP1 HASPIN HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HAX1 HCK HCLS1 HDAC6 HDAC8 HDGFL3 HECW2 HGF HIF1A HIP1R HMBOX1 HNRNPA1 HNRNPA2B1 HNRNPC HNRNPD HNRNPU HORMAD1 HOXA13 HRAS HRG HRK HSPA1A HSPA1B HTRA2 HTT HUWE1 IAPP IER3 IFT140 IFT20 IFT88 IGF1 IGF2 IK IL1A IL1B IL1RAP IL5 INCENP INF2 INO80 INO80B INO80C INO80D INO80E INPP5K INS INSR INTU IQCJ-SCHIP1 IQGAP2 IRGM ITGB1BP1 ITGB3 JAM3 KANK1 KANK2 KANK3 KANK4 KAT2A KAT2B KAT5 KATNB1 KATNBL1 KCTD17 KDR KIF18A KIF20B KIF24 KIF9 KIRREL1 KLHL22 KNL1 KNTC1 L3MBTL1 LAPTM4B LATS1 LCMT1 LCP1 LIF LIG4 LILRB2 LIMA1 LIMCH1 LIMK1 LIMK2 LMAN1 LMNA LMOD1 LMOD2 LMOD3 LNPK LPAR1 LRFN4 LRP1 LRP5 LRRC4B LRRK2 LRRTM2 LRSAM1 MACROH2A1 MAD1L1 MAD2L1 MAD2L1BP MAD2L2 MAGEL2 MAK MAP1A MAP1B MAP1S MAP2 MAP2K1 MAP2K2 MAP2K7 MAP3K20 MAP3K4 MAP4 MAP6 MAP6D1 MAP9 MAPK1 MAPK15 MAPK3 MAPK8 MAPK9 MAPKAPK5 MAPRE1 MAPRE2 MAPRE3 MAPT MARCHF5 MARK2 MARK4 MAVS MCIDAS MCOLN1 MCPH1 MCRS1 MCU MDM1 MECP2 MEGF9 MEIOSIN MET MFF MGARP MID1 MID1IP1 MIEF1 MIEF2 MIR1-1 MIR138-1 MIR144 MIR149 MIR20A MIR21 MIR214 MIR335 MKI67 MKKS MLLT11 MLST8 MMP9 MNAT1 MNS1 MOAP1 MORC2 MOS MPDZ MPHOSPH8 MPHOSPH9 MPV17L MRE11 MSN MSX1 MSX2 MTBP MTCH2 MTM1 MTMR3 MTOR MTPN MTSS1 MUL1 MYADM MYC MYCBP2 MYLK3 MYO19 MYO3A MYO3B MYO5A MYOC NAA10 NAA80 NABP2 NAF1 NANOS2 NAT10 NAV3 NBDY NBN NCAPD2 NCAPD3 NCAPG NCAPG2 NCAPH NCAPH2 NCK1 NCK2 NCKAP1 NCKAP1L NDC80 NEB NEDD9 NEK2 NEK6 NEK7 NES NEXN NF2 NFRKB NME6 NMT1 NOD2 NOL3 NOTO NPHS1 NPM1 NPM2 NPR2 NRP1 NSMCE1 NSMCE2 NSMCE3 NSMCE4A NUBP1 NUF2 NUMA1 NUP62 NUPR1 NUSAP1 OBSL1 OCLN ODAD3 ODAM ODF2 ODF2L OMA1 OOEP OPA1 OR2A4 OSBP P2RX7 PAFAH1B1 PAK1 PAK2 PAK3 PAN2 PAN3 PARK7 PARL PARN PARP1 PARP3 PATJ PATL2 PBRM1 PCID2 PDCD10 PDCD5 PDCD6IP PDE2A PDE3A PDE4DIP PDGFA PDGFB PDGFRA PDGFRB PDXP PEAK3 PFDN2 PFN1 PFN2 PFN3 PFN4 PGAM5 PHF10 PHF23 PHIP PHLDB1 PHLDB2 PICK1 PID1 PIF1 PIK3CA PIK3R1 PIK3R2 PIKFYVE PIN1 PINK1 PINX1 PIP4K2A PIP4K2B PIP4K2C PISD PIWIL2 PJVK PKD1 PKIB PKMYT1 PLA2G5 PLAUR PLCB1 PLD6 PLEK PLEKHG2 PLEKHH2 PLK1 PLK2 PLK4 PLSCR3 PLXNA3 PLXNB1 PMAIP1 PML PNKP POT1 PPARG PPARGC1A PPFIA1 PPHLN1 PPIF PPM1E PPM1F PPP1R10 PPP1R35 PPP3CB PRAP1 PRDM7 PRDM9 PREB PRELID1 PREX1 PRKAA1 PRKAA2 PRKCD PRKCE PRKCQ PRKD1 PRKN PRMT5 PRMT6 PROX1 PRRT2 PRUNE1 PSMA8 PSMD10 PSMG2 PSRC1 PTGER4 PTK2 PTK2B PTPRD PTPRS PXN PYCARD RAB11A RAB11FIP3 RAB1B RAB33B RAB3A RAB3GAP1 RAB3GAP2 RAB5A RAB7A RABEP2 RABGAP1 RAC1 RAC3 RAD1 RAD21 RAD50 RAD51AP1 RAE1 RALA RALB RALBP1 RANGRF RAP1GDS1 RAPGEF3 RASA1 RB1 RBM14 RBSN RCC1 RDX RESF1 RGCC RGS4 RHOA RHOC RHOG RHOQ RHOT1 RHPN1 RHPN2 RHPN2P1 RICTOR RIOK2 RMI2 RNF186 RNF4 RNF41 RNF5 RNH1 ROCK1 ROCK2 RP1 RPS3 RPS6KA2 RTEL1 RUBCN RUVBL1 RUVBL2 S100A10 S100A8 S100A9 S1PR1 SAR1A SAR1B SASS6 SAXO1 SCARB2 SCFD1 SCIN SDC1 SDC4 SDCBP SDCCAG8 SEC22B SEMA5A SENP6 SEPTIN7 SEPTIN9 SERPINF2 SETDB1 SETDB2 SETMAR SFRP1 SGSM3 SH2B1 SH3BP1 SH3GLB1 SHANK1 SHANK3 SHCBP1L SIGLEC15 SIRT2 SIRT6 SIRT7 SKA1 SKA2 SKA3 SLAIN1 SLAIN2 SLAMF1 SLC25A31 SLC25A4 SLC25A5 SLC25A6 SLC2A4 SLC30A9 SLC35F6 SLC39A12 SLC4A2 SLC9A1 SLF1 SLF2 SLIT2 SLX1A SLX1B SLX4 SMAD3 SMAD4 SMARCA2 SMARCA4 SMARCA5 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMC2 SMC4 SMC5 SMC6 SMCR8 SMG1 SMG5 SMG6 SMIM22 SMPD3 SNCA SNX18 SNX30 SNX4 SNX7 SNX9 SORBS3 SPAG5 SPAST SPATA4 SPC24 SPC25 SPDL1 SPEF1 SPHK1 SPICE1 SPIRE1 SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 SQSTM1 SRC SREBF1 SREBF2 SSBP1 SSH1 SSH2 SSH3 STAM STAT2 STAU2 STIL STMN1 STMN2 STMN3 STMN4 STMND1 STN1 STOX1 STRA8 STX18 STX5 STXBP1 STYXL1 SUB1 SURF4 SVIL SWAP70 SYDE1 SYNE1 SYNE2 SYNJ1 SYNPO SYNPO2 SYNPO2L SYT1 SYT11 SYT4 SYT9 TACC3 TACR1 TACSTD2 TAL1 TAOK1 TAOK2 TAPT1 TASOR TBC1D1 TBC1D10A TBC1D10B TBC1D10C TBC1D12 TBC1D13 TBC1D14 TBC1D15 TBC1D16 TBC1D17 TBC1D19 TBC1D2 TBC1D20 TBC1D21 TBC1D22A TBC1D22B TBC1D24 TBC1D25 TBC1D2B TBC1D3 TBC1D30 TBC1D4 TBC1D5 TBC1D7 TBC1D8 TBC1D9B TBCD TCHP TCP1 TECPR1 TEN1 TENM1 TENT4B TERF1 TERF2 TERF2IP TESK1 TEX14 TFPT TFRC TGFA TGFB3 TGFBR1 TIGAR TINF2 TJP1 TMED9 TMEFF2 TMEM102 TMEM106B TMEM135 TMEM14A TMEM33 TMEM39A TMEM67 TMOD1 TMOD2 TMOD3 TMOD4 TMSB10 TMSB15A TMSB15B TMSB15C TMSB4X TMSB4Y TNF TNFSF10 TNKS TNKS2 TOGARAM1 TOM1 TOM1L1 TOM1L2 TOP2A TP53 TPM1 TPPP TPR TPX2 TRAF3IP1 TRAPPC12 TREM2 TREX1 TRIAP1 TRIM27 TRIM28 TRIM36 TRIM37 TRIM54 TRIOBP TRIP13 TRPM2 TRPV4 TSC1 TSC2 TSG101 TSPO TTBK2 TTC8 TTK TUBB4A TWF1 TWF2 UBAP2L UBE2B UBE2C UBQLN2 UBQLN4 UCHL5 ULK1 UPF1 USP10 USP30 USP36 USP44 USP6NL USP7 UVRAG VASP VAT1 VDAC1 VIL1 VILL VPS11 VPS13C VPS13D VPS35 VPS4B WAPL WAS WASF1 WASF2 WASF3 WASH3P WASH6P WASHC1 WASHC2A WASHC2C WASHC3 WASHC4 WASHC5 WDPCP WDR1 WDR44 WDR45 WDR47 WEE2 WHAMM WIPI1 WNT11 WNT3A WNT4 WNT5A WRAP73 XRCC1 XRCC3 XRCC5 XRN1 YAP1 YLPM1 YY1 ZDHHC6 ZEB2 ZMYND10 ZMYND8 ZNF205 ZNF207 ZNF304 ZW10 ZWILCH ZWINT GOBP_REGULATION_OF_ORGANELLE_TRANSPORT_ALONG_MICROTUBULE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ORGANELLE_TRANSPORT_ALONG_MICROTUBULE BORCS5 FEZ1 HAP1 LAMP1 MAP2 MECP2 NEFH STK11 TRIM46 TRIM58 GOBP_REGULATION_OF_ORGANIC_ACID_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ORGANIC_ACID_TRANSPORT ABAT ABCB11 ACE2 ACSL1 ACSL5 ADORA1 ADORA2A AKT1 AKT2 ARL6IP1 ARL6IP5 ATP1A2 AVP AVPR1A AVPR1B CES1 CLTRN CYP4A11 CYP4F2 DTNBP1 EDN1 EPRS1 ERFE FABP3 FIS1 GABBR1 GRM2 GRM7 HRH3 HTR1B IL1A IL1B IRS2 ITGB1 KMO LEP MAP2K6 MIF MIR33A NPY5R NTSR1 P2RX4 P2RX7 PER2 PLA2G10 PLA2G3 PLA2G4A PLA2R1 PPARA PRKAA1 PRKG1 PSEN1 PTGES RAB3GAP1 RGS2 RGS4 SLC10A1 SLC12A2 SLC17A8 SLC38A1 SLC38A2 SLC38A3 SLC43A1 SLC43A2 SLC6A1 SLC7A5 SNCA SSTR4 STXBP1 SV2A SYK SYT4 THBS1 TNF TNFRSF11A TNFSF11 TRH GOBP_REGULATION_OF_ORGAN_GROWTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_ORGAN_GROWTH ACACB AKAP6 AKT1 ARX BASP1 BCL2L11 BMP10 BMPR1A CAV3 CDK1 CGA CITED2 CTDP1 DUSP6 EDN1 ERBB4 FGF2 FGF20 FGF8 FGF9 FGFR2 FLVCR1 FOXC1 FOXC2 FOXP1 FXN G6PD GATA6 GLI1 GSK3A HEY2 HLX IGF1 IGF2 IL7 JARID2 KCNK2 LATS1 LATS2 MAEL MAPK11 MAPK14 MEF2C MIR1-1 MIR17HG MIR199A1 MIR199B MIR19A MIR19B1 MIR200B MIR204 MIR208A MIR222 MIR25 MIR509-1 MIR548C MIR590 MIR873 MYH6 NKX2-5 NOG NOTCH1 PARP2 PI16 PIM1 PPARA PROX1 PTEN RAG2 RBP4 RBPJ RGS2 RGS4 RUNX1 SASH3 SAV1 SERP1 SLC6A4 SMO SOD1 STK3 STK4 TBX2 TBX20 TBX5 TGFBR1 TGFBR3 TOMM70 TP73 VGLL4 WNT2 WT1 WWC1 WWC2 WWC3 YAP1 YBX3 YY1 ZFPM2 GOBP_REGULATION_OF_OSSIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_OSSIFICATION ACTN3 ACVR1 ACVR2A ACVR2B ADCY10 ADGRV1 ADRB2 AHSG ALOX5 ANKH ANO6 ATP2B1 ATRAID BCL2 BCOR BGLAP BMP2 BMP2K BMP4 BMP6 BMP7 BMPR1A BMPR1B BMPR2 CALCA CALCR CCDC134 CCL3 CCN1 CCR1 CHSY1 COMP CSF1 CYP27B1 DDR2 DHRS3 DKK1 ECM1 EGR2 ENPP1 FAM20C FBN2 FGF23 FZD9 GATA1 GDF10 GFRA4 GPM6B GREM1 HIF1A IFITM5 INTU ISG15 KL KREMEN1 KREMEN2 LRP4 LTBP3 LTF MAPK1 MAPK14 MAPK3 MATN1 MDK MEF2C MGP MIR208A NBR1 NELL1 NIPBL NOTCH1 NOTUM OSR1 OSR2 P2RX7 PBX1 PHOSPHO1 PKDCC PTGER4 PTH PTK2B PTN PTPN11 RBPJ RFLNA RFLNB RUNX2 RXRA RXRB S1PR1 SETD2 SFRP1 SGMS2 SIX2 SLC20A2 SLC8A1 SMAD3 SMAD6 SMAD7 SOST SOX11 SOX9 SRGN STATH TACR1 TENT5A TFAP2A TMEM119 TMEM53 TOB2 TPH1 TRPM4 TWIST1 TXLNG VDR WNT10B WNT4 WNT5A ZBTB16 ZMPSTE24 GOBP_REGULATION_OF_OSTEOBLAST_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_OSTEOBLAST_DIFFERENTIATION ACVR1 ACVR2A ACVR2B AREG ATF4 ATRAID AXIN2 BAMBI BMP2 BMP4 BMP6 BMP7 BMPR1A BMPR1B BMPR2 CCN1 CCN4 CDK6 CEBPA CEBPB CEBPD CHRD CITED1 CLIC1 CRIM1 CTHRC1 CTNNB1 CTNNBIP1 DDR2 DDX5 DNAI3 ERFE FAM20C FBN2 FBXO5 FERMT2 FFAR4 FGF2 FGF23 FGFR2 GDF10 GDPD2 GLI1 GLI3 GREM1 HAND2 HDAC7 HEMGN HGF HOXA2 ID3 IFITM1 IGF1 IGFBP5 IL6 IL6R IL6ST ILK IPO7 JAG1 JUND LIMD1 LRP3 LRP5 LTF MEF2C MEN1 MIR100 MIR106A MIR125B1 MIR138-1 MIR140 MIR17 MIR18A MIR200C MIR205 MIR208A MIR20A MIR20B MIR21 MIR210 MIR214 MIR24-1 MIR27A MIR30B MIR548D1 MIR665 MIR675 MIR9-1 MIR93 MIR98 MSX2 NBR1 NELL1 NOCT NOG NOTCH1 NPNT NPPC OSTN PPARG PPP3CA PRKACA PRKD1 PTCH1 PTK2 RANBP3L RASSF2 REST RIOX1 RORB RUNX2 SCUBE3 SEMA4D SFRP1 SFRP2 SKI SMAD1 SMAD3 SMAD5 SMAD6 SMOC1 SNAI2 SOX11 SOX9 SUCO SUFU TCIRG1 TENT5A TMEM119 TMEM53 TMEM64 TNF TNFAIP6 TNN TOB1 TP63 TRPM4 TWIST1 TWIST2 TWSG1 UCMA VEGFC WNT10B WNT4 WNT7B WWTR1 YAP1 ZHX3 GOBP_REGULATION_OF_OSTEOBLAST_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_OSTEOBLAST_PROLIFERATION ABL1 ATRAID AXIN2 BCL2 BMP2 CCN1 CTHRC1 EIF2AK2 FGFR2 GATA1 GREM1 HPSE IGF1R ITGAV ITGB3 LRP5 LTF MIR138-1 MIR675 MIR9-1 MN1 NELL1 NF2 NPR3 PLXNB1 RHOA SFRP1 SMAD3 SOX8 TMEM119 TNN GOBP_REGULATION_OF_OSTEOCLAST_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_OSTEOCLAST_DEVELOPMENT CLDN18 FBN1 FBXW7 GPR68 LILRB1 LTF NOTCH2 SIGLEC15 SLC9B2 TNFSF11 TYROBP GOBP_REGULATION_OF_OSTEOCLAST_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_OSTEOCLAST_DIFFERENTIATION BGLAP CAMK4 CARTPT CCL3 CCR1 CEBPB CLDN18 CREB1 CSF1 CTNNB1 ERFE FBN1 FBXW7 FOS FSHB FSTL3 GPR137 GPR137B GPR55 GPR68 IAPP IFNG IL12B IL17A IL20 IL23A IL23R IL4 INPP5D KLF10 LILRB1 LILRB3 LILRB4 LRRC17 LTF MAFB MITF MTOR NEDD9 NF1 NOTCH2 OCSTAMP PIAS3 PIK3R1 POU4F1 POU4F2 PPARGC1B PPP3CA PRXL2A RASSF2 RPTOR SFRP1 SLC9B2 TCTA TFE3 TLR3 TLR4 TMEM178A TMEM64 TNF TNFAIP6 TNFRSF11B TNFSF11 TOB2 TRAF6 TREM2 TYROBP UBASH3B ZNF675 GOBP_REGULATION_OF_OSTEOCLAST_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_OSTEOCLAST_PROLIFERATION GREM1 NMB NMBR OCSTAMP PTH TNFAIP3 GOBP_REGULATION_OF_OVARIAN_FOLLICLE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_OVARIAN_FOLLICLE_DEVELOPMENT AMH GNRH1 HYAL3 SRC UMODL1 ZP3 GOBP_REGULATION_OF_OXIDATIVE_PHOSPHORYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_OXIDATIVE_PHOSPHORYLATION ABCD1 ACTN3 AK4 ATP7A COX7A1 COX7A2 COX7A2L COX7A2P2 DNAJC15 MACROH2A1 MIR210 MLXIPL NUPR1 PINK1 PPIF RHOA SHMT2 SLC25A23 SLC25A33 SNCA TMEM135 TNF UQCC2 VCP GOBP_REGULATION_OF_OXIDATIVE_STRESS_INDUCED_INTRINSIC_APOPTOTIC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_OXIDATIVE_STRESS_INDUCED_INTRINSIC_APOPTOTIC_SIGNALING_PATHWAY ADCY10 AKT1 ATF4 BAG5 CTNNB1 FBXO7 FBXW7 FYN FZD1 GATA4 GPX1 HIF1A HSPB1 HTRA2 IL10 INS MAPK7 MCL1 MIR133A1 MIR195 MIR19A MIR29B1 MIR92A1 NFE2L2 NME5 NOL3 NONO NOX1 P4HB PARK7 PARP1 PINK1 PPIA PRKN PRODH PYCR1 RACK1 SFPQ SIRT1 SOD1 SOD2 TRAP1 TREM2 UBQLN1 VNN1 WNT1 GOBP_REGULATION_OF_OXIDOREDUCTASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_OXIDOREDUCTASE_ACTIVITY ABL1 ABL2 AGT AGTR1 AGTR2 AKT1 AOC3 APOE ATP2B4 ATP7A CAV3 CDH3 COA8 COX17 CYP27B1 DAOA DHFR DHFRP1 DRD5 ECSIT EDN1 EDN2 EDN3 EGFR ETFBKMT FCER2 FDX1 FDX2 FGF23 FTMT FXN GCH1 GDNF GFI1 GLA GZMA H19 HDAC6 HIF1A HP HTR2B IFNG IL1A IL1B INS LEP MIR130B MIR132 MIR138-1 MIR21 MIR212 MIR26A1 MIR27B MIR378A MIR675 MT3 NDUFA4 NFKB1 NOD2 NOS1AP NOSIP NPR3 NUS1 OXA1L PARK7 PHB2 PIK3CB POR PRKN RFK S100A1 SCARB1 SIRT3 SIRT4 SLAMF8 SNCA SPHK2 SZT2 TERF2 TERT TNF VDR GOBP_REGULATION_OF_P38MAPK_CASCADE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_P38MAPK_CASCADE AGER BMP2 BMP4 CAV3 CYLD DAB2IP DLG1 DUSP1 DUSP10 EZR GADD45A GADD45B GADD45G GDF6 HAND2 HGF IL1B LEP LGALS9 MAP3K3 MAP3K4 MAP3K5 MFHAS1 MINK1 MIR181A2 MIR181B1 MIR181D MIR20A NCF1 OPRK1 PER1 PHLPP1 PJA2 PRMT1 PTPN22 RASGRP1 RELL1 RELL2 SASH1 SPHK1 SPI1 STK39 TREM2 ULK4 VEGFA XDH ZC3H12A GOBP_REGULATION_OF_PANCREATIC_JUICE_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PANCREATIC_JUICE_SECRETION NR1H2 NR1H3 SCT SPINK1 STK39 WNK1 WNK4 GOBP_REGULATION_OF_PATTERN_RECOGNITION_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PATTERN_RECOGNITION_RECEPTOR_SIGNALING_PATHWAY ACOD1 ANKRD17 APPL1 APPL2 ARRB2 ATAT1 BIRC2 BIRC3 BPIFB1 BRCC3 BTK C1QBP CACTIN CARD8 CAV1 CD14 CD300A CD300LF CD36 CPTP CSNK1A1 CYBA DAB2IP DDX3X DDX60 DHX33 DHX58 EIF2AK2 ERBIN ESR1 F2RL1 FBXL2 FCRL3 FLOT1 FLOT2 GBP2 GBP5 GFI1 GPATCH3 GPR108 GPS2 GRAMD4 HMGB1 HSPA1A HSPA1B HSPA8 IFI35 IRAK3 IRF1 IRF4 IRF7 IRGM LBP LGR4 LILRA2 LILRA4 LRCH4 LRRC14 LTF LYN MAPK8 MARK4 MAVS MEFV MFHAS1 MIR140 MIR146A MIR149 MIR17 MIR19A MIR20A MIR708 MYD88 NAGK NEK7 NFKBIL1 NINJ1 NLRC3 NLRP2B NLRP6 NLRX1 NOD2 NOP53 NPLOC4 NR1D1 NR1H3 OASL OTUD4 PDPK1 PELI1 PIK3R1 PJA2 PLCG2 PPP2CA PRKD1 PTPN22 PTPRS PUM1 PUM2 PYDC1 PYDC2 PYDC5 RAB7B RIOK3 RNF125 RSAD2 RTN4 SARM1 SEC14L1 SIRT2 SLC15A2 SLC15A3 SLC15A4 SLC46A2 SMPDL3B SRC STMP1 TARBP2 TASL TICAM2 TIRAP TKFC TLR1 TLR4 TLR6 TLR9 TNFAIP3 TREM2 TREML4 TRIM11 TRIM15 TRIM3 TRIM31 TSPAN6 TYRO3 UBQLN1 UFD1 USP15 USP17L2 USP50 WDFY1 XIAP ZCCHC3 ZDHHC12 ZDHHC5 ZNRF1 ZNRF4 GOBP_REGULATION_OF_PENTOSE_PHOSPHATE_SHUNT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PENTOSE_PHOSPHATE_SHUNT ALDOB MLST8 MTOR PGAM1 RPTOR TIGAR TP53 GOBP_REGULATION_OF_PEPTIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PEPTIDASE_ACTIVITY A2ML1 ACER2 ACVR1C AGER AHSG AIFM1 AIM2 AKT1 ANP32B ANXA8 ANXA8L1 APAF1 APH1A APH1B AQP1 ARL6IP1 ARL6IP5 ASPH ATP13A2 ATP2A3 AVP BAD BAK1 BAX BBC3 BCAP31 BCL10 BCL2L10 BCL2L12 BCL2L13 BID BIN1 BIRC2 BIRC3 BLID BOK CAAP1 CARD16 CARD18 CARD8 CARD9 CASC2 CASP1 CASP10 CASP2 CASP8 CASP8AP2 CASP9 CAST CAV1 CD44 CDKN2D CIDEB CLDN3 CLDN4 CLEC7A COL4A3 CR1 CRADD CRB2 CSN2 CSNK2A1 CST1 CST2 CST3 CST4 CST5 CST7 CSTA CSTB CTSD CTSH CTSK CTSL CTSS CTSV CYCS CYFIP2 DAP DAPK1 DDRGK1 DDX3X DELE1 DHCR24 DIABLO DLC1 DNAJB6 DPEP1 ECM1 EFNA1 EFNA3 EGLN3 EIF2AK3 EPHA4 EPHA7 EPPIN F2R F3 FABP1 FADD FAM162A FAS FASLG FETUB FIS1 FNIP1 FOXL2 FURIN FYN GAPDH GAS6 GPER1 GPX1 GRAMD4 GRIN1 GRIN2A GRIN2B GRN GSN HDAC1 HGF HIP1 HIP1R HMGB1 HRG HSPD1 HSPE1 HTRA2 IFI16 IFI6 IFT57 IGBP1 JAK2 KHDC1 KHDC1L KLF4 KNG1 LAMP3 LAMTOR5 LAPTM5 LCK LGALS9 LGMN LRP1 LTF LYN MAGEA3 MALT1 MAP2K5 MAP3K5 MAPK12 MAPT MBP MEFV MIR152 MIR15A MIR17 MIR195 MIR199A1 MIR19B1 MIR205 MIR21 MIR24-1 MIR27B MIR29B1 MIR29C MIR339 MIR892B MIR92A1 MIRLET7B MMP9 MTCH1 MUL1 MYC NAIP NCSTN NDUFA13 NGFR NKX3-1 NLRC4 NLRP1 NLRP12 NLRP2 NLRP3 NOD1 NODAL NOL3 NRDC PAK2 PARK7 PAX2 PCID2 PDCD2 PDCD5 PDCD6 PERP PICALM PIDD1 PIH1D1 PINK1 PLAUR PMAIP1 PPARG PPM1F PRELID1 PRR7 PRSS22 PSENEN PSMA3 PSMB8 PSMB9 PSME1 PSME2 PSME3 PYCARD RACK1 RAF1 RCN3 RECK REST RFFL RFPL1 RIPK2 RNF34 ROBO1 ROCK2 RPS27L RPS3 RPS6KA1 RPS6KA3 S100A8 S100A9 SEMG1 SEMG2 SENP1 SERPINA1 SERPINA10 SERPINA11 SERPINA12 SERPINA2 SERPINA3 SERPINA4 SERPINA5 SERPINA6 SERPINA7 SERPINA9 SERPINB1 SERPINB10 SERPINB11 SERPINB12 SERPINB13 SERPINB2 SERPINB3 SERPINB4 SERPINB5 SERPINB6 SERPINB7 SERPINB8 SERPINB9 SERPIND1 SERPINE1 SERPINE2 SERPINE3 SERPINF1 SERPINF2 SERPING1 SERPINH1 SERPINI1 SERPINI2 SFN SH3RF1 SIAH2 SIRT1 SLC22A2 SMAD3 SNCA SORL1 SOX2 SOX7 SPINK2 SPINK5 SPOCK1 SPOCK2 SPOCK3 SRC ST18 ST20 STAT3 SVBP SYK TANK TBC1D10A THBS1 TIMP1 TIMP2 TIMP3 TIMP4 TNF TNFSF10 TNFSF15 TRIAP1 TTBK1 UACA UBXN1 USP47 USP50 VCP VEGFA VSIR VTN XDH XIAP GOBP_REGULATION_OF_PEPTIDE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PEPTIDE_TRANSPORT AACS ABAT ABCA12 ABCC8 ACSL4 ACVR1C ADCY5 ADCY8 ADCYAP1 ADORA1 ADRA2A AIMP1 ALOX5 ANO1 BAD BAIAP3 BLK BMAL1 BMP8A BRSK2 C1QTNF12 C2CD2L CA2 CAPN10 CARTPT CASR CCL5 CCN3 CD38 CD74 CDK16 CELA2A CFTR CHD7 CHGA CHRM3 CLOCK CNR1 CPT1A CRH CRHBP DOC2B DRD2 EFNA5 EIPR1 ENSA ENY2 EPHA5 F2 F2RL1 F2RL2 FAM3D FFAR1 FFAR2 FFAR3 FFAR4 FGA FGB FGG FKBP1B FOXA2 FOXO1 G6PC2 GABBR1 GCG GCK GHRH GHRHR GHRL GHSR GIP GIPR GLUD1 GNA11 GNAZ GPER1 GPLD1 GPR27 GPR68 GRP HADH HFE HIF1A HLA-DRB1 HNF4A HTR2C IFNG IL1B IL6 ILDR1 INHBB INS IRS1 IRS2 ISL1 ITPR1 JAGN1 JAK2 KCNA5 KCNB1 KCNJ11 KISS1 KLF7 LEP LRP5 LRRC8A MCU MIDN MPC2 MTNR1B MYRIP NADK NDUFAF2 NEUROD1 NKX6-1 NLGN2 NNAT NOS2 NR0B2 NR1D1 NR1H4 ORAI1 OSBP PASK PAX8 PCK2 PDE8B PDX1 PER2 PFKFB2 PFKL PFKM PICK1 PIM3 PLA2G6 PLCB1 PPP3CA PPP3CB PRKACA PRKAR1A PRKCB PRKCE PRKD1 PRKN PSMD9 PTPN11 RAB8B RAPGEF4 RASL10B RBP4 REST RFX3 RFX6 RPH3AL S100A8 SCT SELENOT SERP1 SFRP1 SIDT2 SIRT3 SIRT4 SIRT6 SLC16A1 SLC25A22 SLC26A6 SLC2A2 SLC30A8 SLC8B1 SLC9B2 SNAP25 SOX4 SPINK1 SREBF1 SRI SSTR5 STX1A STX4 STXBP4 SYBU SYT7 SYTL4 TARDBP TCF7L2 TCIRG1 TFAP2B TFR2 TIAM1 TM7SF3 TNF TNFSF11 TRH TRPM4 TUNAR UCN UCN3 UCP2 UQCC2 VSNL1 ZBED6 GOBP_REGULATION_OF_PEPTIDYL_CYSTEINE_S_NITROSYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PEPTIDYL_CYSTEINE_S_NITROSYLATION ACE ATP2B4 DMD MIR132 MIR212 NCOA7 NOS1AP OXR1 SNTA1 TBC1D24 TXN GOBP_REGULATION_OF_PEPTIDYL_LYSINE_ACETYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PEPTIDYL_LYSINE_ACETYLATION AUTS2 BAZ1B BRCA1 DDX21 DEK DIP2A DIP2B ERCC6 FLCN GATA2 HDAC2 HINT2 KLF15 MYBBP1A NFYA NFYB NFYC PML PPARGC1A PRKAA1 PRKAA2 SET SF3B1 SIRT1 SMARCA5 SOX4 TADA2A TADA2B GOBP_REGULATION_OF_PEPTIDYL_SERINE_PHOSPHORYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PEPTIDYL_SERINE_PHOSPHORYLATION AKAP9 AKT1 ANGPT1 APP ARAF ATP2B4 AVP AXIN1 BAG4 BAK1 BAX BCAR3 BCL2 BDKRB2 BDNF BRAF CALCR CAPRIN2 CAV1 CD44 CHRNA7 CNKSR3 CNOT9 CREBL2 CSF3 DKK1 DMD DMTN DOCK7 EGFR EIF4G1 FNIP1 FNIP2 GADD45A GCG GGNBP2 GPD1L GSK3A HAX1 HCLS1 HDAC6 HGF HRC HSP90AA1 HSP90AB1 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IFNE IFNG IFNK IFNW1 IL11 IL6 INPP5F INPP5J INPP5K IP6K2 IRGM LATS1 LIF MAD2L2 MAPKAP1 MIF MIR132 MIR212 MIR219A1 MLXIPL MTCP1 NCK1 NCK2 NGF NLRP2B NOS1 NSD1 NTF3 NTF4 NTRK2 NTRK3 OPRD1 OSM PAK1 PAQR3 PARK7 PDCD10 PDE4D PFN2 PIK3CA PINK1 PPM1F PRKAA1 PRKD1 PTEN PTGS2 PWP1 RACK1 RAF1 RAMP3 RASSF2 RET RICTOR RIPK2 RPTOR SFRP2 SH2D3A SH2D3C SMAD7 SMYD3 SNCA SPRY2 SPTBN4 STK4 STOX1 TBK1 TCL1A TCL1B TENM1 TFRC TGFB1 TNF TNKS1BP1 TRIM6 TXN UCN VEGFA WNT3A WNT5A GOBP_REGULATION_OF_PEPTIDYL_THREONINE_PHOSPHORYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PEPTIDYL_THREONINE_PHOSPHORYLATION ADCY10 APP AXIN1 AZU1 CAB39 CADM4 CALM1 CALM2 CALM3 CEMIP CHI3L1 DGKQ DMTN EGF EIF4G1 GCG GSK3A INPP5K IRGM MAPK1 MIR103A1 MIR15A PARD3 PLK1 PPEF2 PPP2R5D PRKAG2 RIPK2 RPTOR S1PR2 SIRT2 SMAD7 SPHK1 SPRED1 SPRED2 SPRY2 STOX1 TGFB1 TNKS1BP1 TRIM6 TRPC5 TTC36 UBE2K WNK3 WNT5A GOBP_REGULATION_OF_PEPTIDYL_TYROSINE_PHOSPHORYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PEPTIDYL_TYROSINE_PHOSPHORYLATION ABI1 ABL1 ACE ACVR1 ADAM17 ADIPOQ ADNP ADRA2A AGT ANGPT1 ANGPT4 APP AREG ARHGEF2 ARL2BP BANK1 BMP6 BST1 CADM4 CASS4 CAV1 CBL CBLB CBLC CCL5 CD300A CD36 CD3E CD4 CD40 CD44 CD74 CD80 CHMP6 CLCF1 CLEC6A CNOT7 CNTF CRLF1 CSF1R CSF2 CSF3 CSH1 CSH2 CSHL1 CSPG4 CTF1 DGKQ DLG3 DLG4 DMTN DOK7 DUSP22 EFNA1 EFNA5 EGF EGFR EHD4 ENPP2 EPGN EPHA4 EPHA7 EPO ERBB3 ERBB4 ERRFI1 FBXW7 FCGR1A FGF10 FGF7 FGF8 FGFR3 FLT3 FYN GATA1 GFRA1 GGNBP2 GH1 GH2 GHR GPRC5A GPRC5B GREM1 GRM5 HAX1 HBEGF HCLS1 HDAC2 HES1 HES5 HGF HPX HRG HSF1 HTR2A HYAL2 IFNG IFNL1 IGF1 IGF2 IL11 IL12A IL12B IL13 IL15 IL18 IL2 IL20 IL21 IL22RA2 IL23A IL23R IL24 IL3 IL31RA IL34 IL4 IL5 IL6 IL6R IL6ST IL7 IL9 INPP5F ISL1 ITGA5 ITGB2 ITGB3 JAK2 KIT KITLG LACRT LEP LIF LILRA5 LILRB4 LONP1 LRP4 LRP8 LRRK1 LYN MIF MIR106B MIR138-1 MIR146A MIR19A MIR19B1 MIR221 MLST8 MTOR MVP NCF1 NCL NEDD9 NF2 NOD2 NOX4 NRP1 NTF3 OSBP OSM PAK2 PARP14 PARP9 PDCL3 PDGFA PDGFB PDGFC PDGFD PECAM1 PIBF1 PLCG2 PLPP3 PPP2CA PPP2R1A PPP2R5B PRKCD PRKCE PRKCZ PRNP PTK2B PTK6 PTPN1 PTPN11 PTPN2 PTPN6 PTPRC PTPRJ RAP2B RAP2C RELN RICTOR RIPK2 SAMSN1 SEMA4D SFRP1 SFRP2 SH3BP5 SH3BP5L SNX6 SOCS1 SOCS3 SOCS4 SOCS5 SPINK1 SRC SRCIN1 SYK TDGF1 TGFA TGFB1 THBS4 TMEM102 TNF TNFRSF14 TNFRSF18 TNFRSF1A TNFSF18 TNK2 TP53 TREM2 TSG101 TSLP UNC119 VEGFA VPS25 VTN YES1 ZFYVE28 ZGPAT ZNF592 GOBP_REGULATION_OF_PERK_MEDIATED_UNFOLDED_PROTEIN_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PERK_MEDIATED_UNFOLDED_PROTEIN_RESPONSE ABCA7 AGR2 BOK HSPA5 NCK1 NCK2 PPP1R15A PPP1R15B PTPN1 PTPN2 TMEM33 GOBP_REGULATION_OF_PEROXISOME_PROLIFERATOR_ACTIVATED_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PEROXISOME_PROLIFERATOR_ACTIVATED_RECEPTOR_SIGNALING_PATHWAY ALOX15 ALOX15B ASXL1 ASXL2 BMP2 CITED2 FABP5 GPS2 LEP LMO3 MIR34A PLIN5 PTGIS SIRT1 TWIST1 GOBP_REGULATION_OF_PH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PH AQP11 ATP12A ATP1A4 ATP4A ATP4B ATP5F1B ATP6AP1 ATP6AP2 ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1D ATP6V1F ATP6V1H AVP AVPR1A BCL2 CA2 CA7 CCDC115 CCKBR CFTR CHP1 CLCN3 CLIC4 CLN3 CLN5 CLN6 CREG1 DMXL1 DMXL2 EDN1 EDNRB FASLG GPR89A GPR89B GRN HVCN1 LACC1 LRRK2 MAPK1 MAPK3 NOX1 OCA2 PDK2 PDK4 PPT1 RAB20 RAB38 RAB39A RAB7A RHCG RNASEK SLAMF8 SLC11A1 SLC12A5 SLC26A3 SLC26A4 SLC26A6 SLC45A2 SLC4A1 SLC4A10 SLC4A2 SLC4A3 SLC4A4 SLC4A5 SLC4A7 SLC4A8 SLC4A9 SLC9A1 SLC9A2 SLC9A3 SLC9A4 SLC9A5 SLC9A6 SLC9A7 SLC9A8 SLC9A9 SLC9B1 SLC9C1 SLC9C2 SNAPIN SPNS1 TASL TCIRG1 TM9SF4 TMEM106B TMEM165 TMEM175 TMEM199 TMEM9 TPCN2 UBE3A VPS33A GOBP_REGULATION_OF_PHAGOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PHAGOCYTOSIS ABCA7 ADIPOQ AHSG ALOX15 ANO6 APOA1 APOA2 APPL1 APPL2 ATG3 ATG5 AZU1 BCR BTK C2 C3 C4A C4B CALR CAMK1D CCL2 CD300A CD300LF CD36 CD47 CFP CLEC7A CNN2 COLEC10 COLEC11 CSK CYBA DOCK2 DYSF F2RL1 FCER1G FCGR1A FCGR2B FCN1 FCN2 FCN3 FGR FPR2 GAS6 GATA2 HCK HMGB1 IFNG IL15 IL15RA IL1B IL2RB IL2RG ITGA2 ITGAV LETMD1 LMAN2 LYAR MBL2 MERTK MIR17 MIR181B1 MIR183 MIR20A MYO18A NCKAP1L NOD2 PIP4P2 PLA2G5 PLCG2 PLSCR1 PRKCG PRTN3 PTPRC PTPRJ PTX3 PYCARD RAB27A RAB31 RACK1 SCARB1 SFTPD SIRPA SIRPB1 SIRPG SLC11A1 SNX3 SOD1 SPACA3 SPHK1 STAP1 SYK SYT11 SYT7 TGM2 TLR2 TNF TREM2 TUB TULP1 GOBP_REGULATION_OF_PHENOTYPIC_SWITCHING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PHENOTYPIC_SWITCHING DNMT1 FGF9 MIR143 MIR145 MIR199B MYOCD GOBP_REGULATION_OF_PHOSPHATASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PHOSPHATASE_ACTIVITY AGTR2 BMP2 BOD1 CALM1 CALM2 CALM3 CD300A CD33 CDK5RAP3 CHP1 CHP2 CRY2 FCRL3 FKBP1A FKBP1B GNA12 GPLD1 GSK3B HSP90AB1 HSP90B1 HTT IFNG IKBKB ITGA1 LGALS3 MAGI2 MASTL MEF2C MGAT5 MTMR9 MTOR NCKAP1L NUAK1 PDGFRB PLEK PPP1R12A PPP1R14D PPP1R15A PPP1R15B PPP1R17 PPP1R1B PPP1R2 PPP1R2B PPP1R2C PPP1R2P1 PPP4R4 PPP6R1 PPP6R2 PPP6R3 PTPA PTPRC RIPK3 ROCK1 ROCK2 SEMA4D STYXL1 TGFB2 TIPRL TNF TSC1 URI1 GOBP_REGULATION_OF_PHOSPHATE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PHOSPHATE_TRANSPORT ATF4 CEBPB CRY2 FGF23 SFRP4 SLC34A1 GOBP_REGULATION_OF_PHOSPHATIDYLCHOLINE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PHOSPHATIDYLCHOLINE_BIOSYNTHETIC_PROCESS ACSL3 CAPN2 FABP3 LPCAT1 RAB38 GOBP_REGULATION_OF_PHOSPHATIDYLCHOLINE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PHOSPHATIDYLCHOLINE_METABOLIC_PROCESS ABCA3 ACSL3 APOC1 CAPN2 FABP3 LDLR LPCAT1 MFSD2A RAB38 SCARB1 GOBP_REGULATION_OF_PHOSPHATIDYLINOSITOL_3_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PHOSPHATIDYLINOSITOL_3_KINASE_ACTIVITY AGAP2 PIK3IP1 PIK3R1 PIK3R2 PIK3R3 RUBCN WASHC1 WDR81 WDR91 GOBP_REGULATION_OF_PHOSPHATIDYLINOSITOL_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PHOSPHATIDYLINOSITOL_BIOSYNTHETIC_PROCESS HTR2A HTR2B HTR2C PDGFA PDGFB GOBP_REGULATION_OF_PHOSPHATIDYLINOSITOL_DEPHOSPHORYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PHOSPHATIDYLINOSITOL_DEPHOSPHORYLATION CHRM5 MTMR1 MTMR2 MTMR3 MTMR4 MTMR9 GOBP_REGULATION_OF_PHOSPHOLIPASE_A2_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PHOSPHOLIPASE_A2_ACTIVITY AGTR1 ANG ANXA1 ANXA8 ANXA8L1 AVPR1B LRP1 PLA2G1B PLA2R1 PLAA GOBP_REGULATION_OF_PHOSPHOLIPASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PHOSPHOLIPASE_ACTIVITY ABL1 ABL2 ADRA1A AGTR1 ANG ANGPTL3 ANXA1 ANXA8 ANXA8L1 APOC2 ARF4 ARHGAP6 ARL1 AVPR1A AVPR1B BICD1 C5AR1 CCL5 CD86 EDNRA EGFR ESR1 FGF2 FGFR1 FGFR2 FGFR3 FLT1 GNA13 GNA15 GNAQ GPR55 HRAS HTR2A HTR2B ITK KIT LPAR1 LPAR2 LRP1 NMUR1 P2RY12 P2RY6 PDGFRA PDGFRB PDPK1 PHB1 PHB2 PLA2G1B PLA2G5 PLA2R1 PLAA PLCB2 PTH RASGRP1 RASGRP4 RGS2 S1PR4 SELE SNCA TXK GOBP_REGULATION_OF_PHOSPHOLIPASE_C_ACTIVATING_G_PROTEIN_COUPLED_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PHOSPHOLIPASE_C_ACTIVATING_G_PROTEIN_COUPLED_RECEPTOR_SIGNALING_PATHWAY BICD1 CHGA F2 GPR27 GRP INPP5A GOBP_REGULATION_OF_PHOSPHOLIPASE_C_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PHOSPHOLIPASE_C_ACTIVITY ABL1 ABL2 ADRA1A ANG ARHGAP6 AVPR1A AVPR1B BICD1 C5AR1 CD86 EDNRA EGFR ESR1 FGF2 FGFR1 FLT1 GNA15 GNAQ GPR55 HRAS HTR2A HTR2B ITK KIT LPAR1 LPAR2 NMUR1 P2RY12 P2RY6 PDGFRA PDGFRB PHB1 PHB2 PLCB2 PTH RASGRP1 RASGRP4 S1PR4 SELE TXK GOBP_REGULATION_OF_PHOSPHOLIPID_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PHOSPHOLIPID_BIOSYNTHETIC_PROCESS ABCA2 ACSL3 ADGRF5 CAPN2 CHP1 FABP3 HTR2A HTR2B HTR2C IDH1 LPCAT1 MIR30C1 NR1H4 PDGFA PDGFB RAB38 SLC27A1 GOBP_REGULATION_OF_PHOSPHOLIPID_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PHOSPHOLIPID_CATABOLIC_PROCESS APOC1 APOC2 ENPP7 IDH1 LDLR PRKCD SCARB1 GOBP_REGULATION_OF_PHOSPHOLIPID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PHOSPHOLIPID_METABOLIC_PROCESS ABCA2 ABCA3 ACSL3 ADGRF5 APOC1 APOC2 CAPN2 CHP1 CHRM5 DNAJC19 ENPP7 FABP3 GNB3 HTR2A HTR2B HTR2C IDH1 LDLR LPCAT1 MFSD2A MIR30C1 MTMR1 MTMR2 MTMR3 MTMR4 MTMR9 NR1H4 PDGFA PDGFB PHB2 PRKCD RAB38 SCARB1 SLC27A1 TAFAZZIN GOBP_REGULATION_OF_PHOSPHOLIPID_TRANSLOCATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PHOSPHOLIPID_TRANSLOCATION ABCB4 ATP8A1 ATP8A2 FASLG PRKCD TMEM30A GOBP_REGULATION_OF_PHOSPHOLIPID_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PHOSPHOLIPID_TRANSPORT ABCA3 ABCA7 ABCB4 APOA1 APOE ATP8A1 ATP8A2 CETP DBI FASLG PRAP1 PRELID1 PRKCD TMEM30A TRIAP1 GOBP_REGULATION_OF_PHOSPHOPROTEIN_PHOSPHATASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PHOSPHOPROTEIN_PHOSPHATASE_ACTIVITY AGTR2 BOD1 CALM1 CALM2 CALM3 CD300A CD33 CRY2 FCRL3 FKBP1A FKBP1B GNA12 GSK3B HSP90AB1 HSP90B1 HTT IKBKB ITGA1 LGALS3 MAGI2 MASTL MGAT5 MTOR NCKAP1L NUAK1 PDGFRB PPP1R12A PPP1R14D PPP1R15A PPP1R15B PPP1R1B PPP1R2 PPP1R2B PPP1R2C PPP1R2P1 PPP4R4 PPP6R1 PPP6R2 PPP6R3 PTPA PTPRC ROCK1 ROCK2 STYXL1 TIPRL TNF TSC1 GOBP_REGULATION_OF_PHOSPHORUS_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PHOSPHORUS_METABOLIC_PROCESS ABCA2 ABCA3 ABI1 ABL1 ACE ACMSD ACP4 ACSL3 ACTB ACVR1 ACVR2A ADAM17 ADAM8 ADAM9 ADAR ADARB1 ADCY10 ADCY8 ADCYAP1 ADCYAP1R1 ADGRF5 ADIPOQ ADNP ADORA1 ADRA2A ADRA2B ADRA2C ADRB2 ADTRP AGAP2 AGER AGT AGTR2 AIDA AKAP9 AKT1 AKT1S1 AKT2 AKTIP ALDOB ALK ALS2 AMBRA1 ANG ANGPT1 ANGPT4 ANKLE2 ANKRD54 ANTKMT APC APLNR APOA1 APOC1 APOC2 APOE APP AR ARAF AREG ARHGEF2 ARHGEF5 ARL2BP ARPP19 ARR3 ARRB1 ARRB2 ATF2 ATG14 ATP2B4 ATP5IF1 ATPSCKMT AURKB AVP AVPR1B AXIN1 AXIN2 AXL AZU1 BAD BAG4 BAK1 BANK1 BARD1 BAX BCAR3 BCCIP BCL10 BCL2 BDKRB1 BDKRB2 BDNF BEND3 BIRC5 BLM BMP2 BMP4 BMP6 BMP7 BOD1 BORA BRAF BRAT1 BST1 BTBD10 C1orf112 C3 C5AR1 C9orf72 CAB39 CACTIN CACUL1 CADM1 CADM4 CALCA CALCR CALM1 CALM2 CALM3 CAMK1 CAMK2N1 CAMK2N2 CAMKK1 CAMKK2 CAMP CAMTA1 CAPN2 CAPRIN2 CARD10 CARD14 CARTPT CASS4 CAV1 CAV3 CBL CBLB CBLC CCDC88A CCDC88C CCL19 CCL21 CCL5 CCN1 CCNA1 CCNA2 CCNB1 CCNB2 CCNB3 CCND1 CCND2 CCND3 CCNE1 CCNE2 CCNF CCNG1 CCNG2 CCNH CCNI CCNI2 CCNJ CCNJL CCNK CCNO CCNP CCNT1 CCNT2 CCNY CCNYL1 CCNYL2 CCNYL3 CCR7 CD109 CD19 CD24 CD244 CD300A CD33 CD36 CD3E CD4 CD40 CD44 CD6 CD74 CD80 CD86 CDA CDC25A CDC25C CDC37 CDC6 CDCA2 CDCA8 CDH5 CDK12 CDK2AP1 CDK5R1 CDK5R2 CDK5RAP1 CDK5RAP3 CDK7 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CDKN2D CDKN3 CDON CEACAM1 CEBPA CEMIP CENPE CEP43 CEP85 CHI3L1 CHMP6 CHP1 CHP2 CHRM5 CHRNA3 CHRNA7 CIB1 CLCF1 CLDN19 CLDN3 CLEC6A CLIP3 CLN3 CLSPN CLU CNEP1R1 CNKSR3 CNOT7 CNOT9 CNTF COPS8 CORO1C CREBL2 CRKL CRLF1 CRY2 CSF1 CSF1R CSF2 CSF3 CSH1 CSH2 CSHL1 CSNK1D CSPG4 CTDSP1 CTDSP2 CTDSPL CTF1 CX3CL1 CX3CR1 DAB2 DAB2IP DAXX DBNDD1 DBNDD2 DDR1 DDR2 DDRGK1 DDX3X DEFB114 DEPTOR DGKQ DGKZ DHX34 DIPK2A DIRAS1 DIRAS2 DIRAS3 DKK1 DLC1 DLG3 DLG4 DMD DMTN DNAJA1 DNAJC10 DNAJC19 DNAJC3 DNAJC30 DNM1L DOCK7 DOK7 DRD1 DRD2 DRD4 DSCAM DSTYK DTNBP1 DUSP1 DUSP10 DUSP12 DUSP16 DUSP19 DUSP22 DUSP3 DUSP6 DUSP7 DVL1 DVL2 DVL3 DYNAP DYNLL1 ECT2 EDN1 EDN3 EDNRB EEF1A1 EEF1A2 EEF2K EFNA1 EFNA5 EGF EGFR EGR1 EHD4 EIF2AK1 EIF2AK3 EIF4G1 ELANE EMP2 ENG ENO1 ENPP1 ENPP2 ENPP7 ENSA ENSG00000290147 EPGN EPHA1 EPHA2 EPHA4 EPHA7 EPHA8 EPHB2 EPHB4 EPO ERBB2 ERBB3 ERBB4 EREG ERN1 ERP29 ERRFI1 ETAA1 EZH2 F2 FABP3 FAM20A FAM20C FAS FAXDC2 FBH1 FBLN1 FBXW7 FCGR1A FCRL3 FECH FER FERMT2 FGF1 FGF10 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFR4 FGR FIS1 FIZ1 FKBP1A FKBP1B FKBP8 FLCN FLOT1 FLT1 FLT3 FLT4 FMR1 FN1 FNIP1 FNIP2 FOXA2 FPR2 FXR1 FXR2 FYN FZD1 FZD10 FZD7 FZD8 GADD45A GAS6 GATA1 GBA1 GCG GCKR GFRA1 GGNBP2 GH1 GH2 GHR GJC2 GLMN GNA12 GNAQ GNB3 GPD1L GPER1 GPLD1 GPNMB GPRC5A GPRC5B GRB10 GREM1 GRM5 GSK3A GSK3B GSKIP GSTP1 GTF2H1 GTPBP4 GUCA1A GUCA1B H19 HAX1 HBEGF HCLS1 HDAC2 HDAC3 HDAC6 HEG1 HERC5 HES1 HES5 HEXIM1 HEXIM2 HGF HGS HHEX HIPK2 HIPK3 HLA-DRB1 HMGA2 HNRNPU HPX HRAS HRC HRG HRH1 HSF1 HSP90AA1 HSP90AB1 HSP90B1 HSPA2 HSPB1 HTR2A HTR2B HTR2C HTT HUS1 HYAL2 IBTK IDH1 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IFNE IFNG IFNK IFNL1 IFNW1 IGBP1 IGBP1C IGF1 IGF1R IGF2 IGFBP3 IKBKB IL11 IL12A IL12B IL13 IL15 IL18 IL1B IL2 IL20 IL21 IL22RA2 IL23A IL23R IL24 IL3 IL31RA IL34 IL4 IL5 IL6 IL6R IL6ST IL7 IL9 ILK IMPACT INCA1 INCENP INHA INHBA INPP5F INPP5J INPP5K INS INSM1 INSR INSRR IP6K2 IPO5 IPO7 IQGAP1 IQGAP3 IRAK1 IRAK3 IRGM IRS1 IRS2 ISL1 ITGA1 ITGA5 ITGA6 ITGB1BP1 ITGB2 ITGB3 ITLN1 ITPKB JAK2 JTB KCTD20 KDM4D KDR KIF14 KIRREL1 KIRREL2 KIT KITLG KLHL31 KNDC1 KRAS KSR1 LACC1 LACRT LAT LATS1 LATS2 LAX1 LCP2 LDB1 LDB2 LDLR LEP LEPR LGALS3 LHCGR LIF LILRA5 LILRB2 LILRB4 LIMCH1 LIMK2 LMO4 LONP1 LOX LPCAT1 LRP4 LRP5 LRP6 LRP8 LRRK1 LRRK2 LTF LTK LYN MACROH2A1 MAD2L2 MAGI2 MALT1 MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K5 MAP2K6 MAP2K7 MAP3K10 MAP3K11 MAP3K12 MAP3K13 MAP3K4 MAP3K5 MAP3K7 MAP4K2 MAPK1 MAPK3 MAPK8IP1 MAPKAP1 MAPRE3 MAPT MARCO MARK2 MAS1 MASTL MAVS MCM7 ME1 ME2 MEF2C MEN1 MERTK MET MFHAS1 MFSD2A MGAT5 MICAL1 MIDN MIF MIR1-1 MIR103A1 MIR106B MIR125B1 MIR128-1 MIR132 MIR133A1 MIR137 MIR138-1 MIR143 MIR146A MIR15A MIR19A MIR19B1 MIR20A MIR21 MIR212 MIR218-1 MIR219A1 MIR221 MIR24-1 MIR26B MIR27B MIR30B MIR30C1 MIR34A MIR483 MIR675 MIR711 MIR92A1 MLST8 MLXIPL MMD MMD2 MMP9 MNAT1 MOB1A MOB1B MOB2 MOB3A MOB3B MOB3C MRE11 MRNIP MST1 MST1R MT3 MTCP1 MTMR1 MTMR2 MTMR3 MTMR4 MTMR9 MTOR MUSK MVP MYADM MYCNOS MYDGF MYOCD NAB2 NBN NCF1 NCK1 NCK2 NCKAP1L NCL NDUFS4 NEDD9 NEK10 NF1 NF2 NGF NHERF1 NHLRC1 NIBAN1 NKX3-1 NLRC5 NLRP12 NLRP2B NNT NOD2 NOP53 NOS1 NOS2 NOS3 NOX4 NPM1 NPPA NPRL2 NPTN NR1H4 NR2F2 NRG1 NRP1 NSD1 NSMF NTF3 NTF4 NTRK1 NTRK2 NTRK3 NTSR1 NUAK1 OCLN ODAM OPRD1 OSBP OSBPL8 OSM P2RX7 P2RY1 P2RY12 P2RY6 PAK1 PAK2 PAQR3 PARD3 PARD6A PARK7 PARP1 PARP14 PARP9 PAX6 PBK PDCD10 PDCD4 PDCL3 PDE4D PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PDK1 PDK2 PDK3 PDK4 PDPK1 PECAM1 PELI2 PFN2 PGAM1 PGF PHB1 PHB2 PHIP PIBF1 PID1 PIFO PIH1D1 PIK3CA PIK3CB PIK3CG PIK3IP1 PIK3R1 PIK3R2 PIK3R3 PIK3R5 PIK3R6 PILRB PIN1 PINK1 PIP5KL1 PKD1 PKD2 PKIA PKIB PKIG PKMYT1 PKN1 PLA2G1B PLAUR PLCE1 PLCG2 PLEK PLK1 PLPP3 PLXNB2 PPARA PPARG PPARGC1A PPARGC1B PPEF2 PPIA PPM1E PPM1F PPP1R12A PPP1R14A PPP1R14B PPP1R14C PPP1R14D PPP1R15A PPP1R15B PPP1R16B PPP1R17 PPP1R1B PPP1R2 PPP1R2B PPP1R2C PPP1R2P1 PPP1R7 PPP1R8 PPP1R9B PPP2CA PPP2R1A PPP2R3C PPP2R5A PPP2R5B PPP2R5D PPP4R4 PPP6R1 PPP6R2 PPP6R3 PRDX3 PRKAA1 PRKAG1 PRKAG2 PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCD PRKCE PRKCZ PRKD1 PRKDC PRKG1 PRKN PRKRIP1 PRLR PRNP PROM2 PROX1 PRR5 PRR5L PRRC1 PSEN1 PSMD10 PSRC1 PTAFR PTBP1 PTEN PTGES3 PTGS2 PTH PTH1R PTK2 PTK2B PTK6 PTPA PTPN1 PTPN11 PTPN13 PTPN2 PTPN22 PTPN6 PTPRB PTPRC PTPRJ PTPRO PTPRQ PTPRT PWP1 PYCARD PYDC1 QARS1 RAB38 RABGEF1 RAC1 RACK1 RAD17 RAD50 RAD51 RAF1 RALB RALBP1 RAMP3 RAP1A RAP2A RAP2B RAP2C RAPGEF2 RARRES2 RASGRP1 RASIP1 RASSF2 RB1 RB1CC1 RBL1 RBL2 RD3 RELN RET RGCC RGN RGS14 RGS2 RHOA RICTOR RIPK1 RIPK2 RIPK3 RIT2 ROBO1 ROCK1 ROCK2 ROPN1 ROPN1B ROPN1L ROR1 ROR2 ROS1 RPS3 RPTOR RSPO1 RTRAF RUBCN RYK S100A12 S1PR2 SAMSN1 SASH1 SCARB1 SDCBP SEMA4D SEMA7A SERPINB3 SERTAD1 SESN2 SFN SFRP1 SFRP2 SH2D3A SH2D3C SH3BP5 SH3BP5L SH3GL2 SIRPA SIRT1 SIRT2 SLAMF8 SLC11A1 SLC1A1 SLC27A1 SLC8A1 SLC8A2 SLC8A3 SLCO3A1 SLIT2 SMAD7 SMCR8 SMG5 SMG6 SMG7 SMG8 SMPD1 SMPD3 SMYD3 SNCA SNF8 SNX6 SNX9 SOCS1 SOCS3 SOCS4 SOCS5 SOD1 SORL1 SOX9 SPAG9 SPATC1L SPDYA SPHK1 SPHK2 SPINK1 SPN SPPL3 SPRED1 SPRED2 SPRY1 SPRY2 SPRY3 SPRY4 SPTBN4 SQSTM1 SRC SRCIN1 SRPX2 STAP1 STAT2 STK11 STK38 STK4 STOX1 STRADA STRADB STYXL1 SWAP70 SYAP1 SYK TAB1 TAB2 TADA3 TAF7 TAFAZZIN TAOK2 TAOK3 TARBP2 TARDBP TBK1 TBX1 TCIM TCL1A TCL1B TDGF1 TEK TELO2 TENM1 TERF2IP TESK1 TF TFAP4 TFRC TGFA TGFB1 TGFB2 TGFBR2 THBS1 THBS4 THPO THY1 TIE1 TIGAR TIPRL TIRAP TLR3 TLR4 TLR6 TLR7 TLR8 TLR9 TMED2 TMEM102 TMEM119 TMSB4X TNF TNFRSF10A TNFRSF10B TNFRSF11A TNFRSF14 TNFRSF18 TNFRSF1A TNFSF11 TNFSF15 TNFSF18 TNIK TNK2 TNKS1BP1 TOM1L1 TP53 TPD52L1 TPX2 TRAF2 TRAF3IP1 TRAF4 TRAF6 TREM2 TRIB1 TRIB2 TRIB3 TRIM27 TRIM6 TRIM65 TRPC5 TSC1 TSC2 TSG101 TSLP TSPO TSPYL2 TTBK1 TTC36 TTN TWF1 TXN TYRO3 UBASH3B UBE2K UCHL1 UCN UNC119 URI1 UVRAG VCP VEGFA VEGFB VEGFC VEGFD VPS25 VTN WARS1 WASHC1 WDFY2 WDR81 WDR91 WEE2 WNK3 WNT1 WNT3A WNT5A WNT9B WWTR1 XDH XRCC5 XRCC6 YES1 YWHAB YWHAE YWHAG ZBED3 ZC3H12A ZFP91 ZFYVE28 ZGPAT ZNF16 ZNF592 ZNF622 ZNF675 GOBP_REGULATION_OF_PHOSPHORYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PHOSPHORYLATION ABI1 ABL1 ACE ACP4 ACTB ACVR1 ACVR2A ADAM17 ADAM8 ADAM9 ADAR ADARB1 ADCY10 ADCY8 ADCYAP1 ADIPOQ ADNP ADRA2A ADRA2B ADRA2C ADRB2 ADTRP AGAP2 AGER AGT AIDA AKAP9 AKT1 AKT1S1 AKT2 AKTIP ALK ALS2 AMBRA1 ANG ANGPT1 ANGPT4 ANKLE2 ANKRD54 APC APLNR APOA1 APOE APP AR ARAF AREG ARHGEF2 ARHGEF5 ARL2BP ARR3 ARRB1 ARRB2 ATF2 ATG14 ATP2B4 AURKB AVP AXIN1 AXIN2 AXL AZU1 BAD BAG4 BAK1 BANK1 BARD1 BAX BCAR3 BCCIP BCL10 BCL2 BDKRB1 BDKRB2 BDNF BIRC5 BLM BMP2 BMP4 BMP6 BMP7 BORA BRAF BRAT1 BST1 BTBD10 C1orf112 C3 C5AR1 C9orf72 CAB39 CACTIN CACUL1 CADM1 CADM4 CALCA CALCR CALM1 CALM2 CALM3 CAMK1 CAMK2N1 CAMK2N2 CAMKK1 CAMKK2 CAMP CAPRIN2 CARD10 CARD14 CARTPT CASS4 CAV1 CAV3 CBL CBLB CBLC CCDC88A CCDC88C CCL19 CCL21 CCL5 CCN1 CCNA1 CCNA2 CCNB1 CCNB2 CCNB3 CCND1 CCND2 CCND3 CCNE1 CCNE2 CCNF CCNG1 CCNG2 CCNH CCNI CCNI2 CCNJ CCNJL CCNK CCNO CCNP CCNT1 CCNT2 CCNY CCNYL1 CCNYL2 CCNYL3 CCR7 CD109 CD19 CD24 CD300A CD36 CD3E CD4 CD40 CD44 CD6 CD74 CD80 CD86 CDC25A CDC25C CDC37 CDC6 CDCA8 CDH5 CDK12 CDK2AP1 CDK5R1 CDK5R2 CDK5RAP1 CDK5RAP3 CDK7 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CDKN2D CDKN3 CDON CEACAM1 CEBPA CEMIP CENPE CEP43 CEP85 CHI3L1 CHMP6 CHP1 CHRNA3 CHRNA7 CIB1 CLCF1 CLDN19 CLDN3 CLEC6A CLIP3 CLN3 CLSPN CLU CNKSR3 CNOT7 CNOT9 CNTF COPS8 CORO1C CREBL2 CRKL CRLF1 CSF1 CSF1R CSF2 CSF3 CSH1 CSH2 CSHL1 CSNK1D CSPG4 CTDSP1 CTDSP2 CTDSPL CTF1 CX3CL1 CX3CR1 DAB2 DAB2IP DAXX DBNDD1 DBNDD2 DDR1 DDR2 DDRGK1 DDX3X DEFB114 DEPTOR DGKQ DGKZ DHX34 DIPK2A DIRAS1 DIRAS2 DIRAS3 DKK1 DLG3 DLG4 DMD DMTN DNAJA1 DNAJC10 DNAJC3 DOCK7 DOK7 DRD1 DRD2 DRD4 DSCAM DSTYK DTNBP1 DUSP1 DUSP10 DUSP12 DUSP16 DUSP19 DUSP22 DUSP3 DUSP6 DUSP7 DVL1 DVL2 DVL3 DYNAP DYNLL1 ECT2 EDN1 EDN3 EDNRB EEF1A1 EEF1A2 EEF2K EFNA1 EFNA5 EGF EGFR EGR1 EHD4 EIF2AK1 EIF2AK3 EIF4G1 ELANE EMP2 ENG ENPP1 ENPP2 EPGN EPHA1 EPHA2 EPHA4 EPHA7 EPHA8 EPHB2 EPHB4 EPO ERBB2 ERBB3 ERBB4 EREG ERN1 ERP29 ERRFI1 ETAA1 EZH2 F2 FAM20A FAS FAXDC2 FBH1 FBLN1 FBXW7 FCGR1A FECH FER FERMT2 FGF1 FGF10 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFR4 FGR FIZ1 FKBP8 FLCN FLOT1 FLT1 FLT3 FLT4 FMR1 FN1 FNIP1 FNIP2 FOXA2 FPR2 FXR1 FXR2 FYN FZD1 FZD10 FZD7 FZD8 GADD45A GAS6 GATA1 GBA1 GCG GCKR GFRA1 GGNBP2 GH1 GH2 GHR GJC2 GLMN GNAQ GPD1L GPER1 GPNMB GPRC5A GPRC5B GRB10 GREM1 GRM5 GSK3A GSKIP GSTP1 GTF2H1 GTPBP4 HAX1 HBEGF HCLS1 HDAC2 HDAC3 HDAC6 HEG1 HERC5 HES1 HES5 HEXIM1 HEXIM2 HGF HGS HHEX HIPK2 HIPK3 HLA-DRB1 HMGA2 HNRNPU HPX HRAS HRC HRG HSF1 HSP90AA1 HSP90AB1 HSPA2 HSPB1 HTR2A HTR2B HTT HUS1 HYAL2 IBTK IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IFNE IFNG IFNK IFNL1 IFNW1 IGF1 IGF1R IGF2 IGFBP3 IKBKB IL11 IL12A IL12B IL13 IL15 IL18 IL1B IL2 IL20 IL21 IL22RA2 IL23A IL23R IL24 IL3 IL31RA IL34 IL4 IL5 IL6 IL6R IL6ST IL7 IL9 ILK IMPACT INCA1 INCENP INHA INHBA INPP5F INPP5J INPP5K INS INSM1 INSR INSRR IP6K2 IPO5 IPO7 IQGAP1 IQGAP3 IRAK1 IRAK3 IRGM IRS1 IRS2 ISL1 ITGA5 ITGA6 ITGB1BP1 ITGB2 ITGB3 ITLN1 ITPKB JAK2 JTB KCTD20 KDM4D KDR KIF14 KIRREL1 KIRREL2 KIT KITLG KLHL31 KNDC1 KRAS KSR1 LACRT LAT LATS1 LATS2 LAX1 LCP2 LDB1 LDB2 LEP LEPR LIF LILRA5 LILRB4 LIMCH1 LIMK2 LMO4 LONP1 LOX LRP4 LRP5 LRP6 LRP8 LRRK1 LRRK2 LTF LTK LYN MACROH2A1 MAD2L2 MALT1 MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K5 MAP2K6 MAP2K7 MAP3K10 MAP3K11 MAP3K12 MAP3K13 MAP3K4 MAP3K5 MAP3K7 MAP4K2 MAPK1 MAPK3 MAPK8IP1 MAPKAP1 MAPRE3 MAPT MARCO MARK2 MAS1 MAVS MCM7 MEN1 MERTK MET MICAL1 MIDN MIF MIR1-1 MIR103A1 MIR106B MIR125B1 MIR128-1 MIR132 MIR133A1 MIR137 MIR138-1 MIR143 MIR146A MIR15A MIR19A MIR19B1 MIR20A MIR21 MIR212 MIR218-1 MIR219A1 MIR221 MIR24-1 MIR26B MIR27B MIR30B MIR34A MIR483 MIR711 MIR92A1 MLST8 MLXIPL MMD MMD2 MMP9 MNAT1 MOB1A MOB1B MOB2 MOB3A MOB3B MOB3C MRE11 MRNIP MST1 MST1R MT3 MTCP1 MTOR MUSK MVP MYADM MYCNOS MYDGF MYOCD NAB2 NBN NCF1 NCK1 NCK2 NCKAP1L NCL NDUFS4 NEDD9 NEK10 NF1 NF2 NGF NHERF1 NHLRC1 NIBAN1 NKX3-1 NLRC5 NLRP12 NLRP2B NNT NOD2 NOP53 NOS1 NOX4 NPM1 NPPA NPRL2 NPTN NR2F2 NRG1 NRP1 NSD1 NTF3 NTF4 NTRK1 NTRK2 NTRK3 OCLN ODAM OPRD1 OSBP OSBPL8 OSM P2RX7 P2RY1 P2RY12 PAK1 PAK2 PAQR3 PARD3 PARD6A PARK7 PARP14 PARP9 PAX6 PBK PDCD10 PDCD4 PDCL3 PDE4D PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PDPK1 PECAM1 PELI2 PFN2 PGF PHB1 PHB2 PHIP PIBF1 PID1 PIFO PIH1D1 PIK3CA PIK3CB PIK3CG PIK3IP1 PIK3R1 PIK3R2 PIK3R3 PIK3R5 PIK3R6 PILRB PIN1 PINK1 PIP5KL1 PKD1 PKD2 PKIA PKIB PKIG PKMYT1 PKN1 PLA2G1B PLAUR PLCE1 PLCG2 PLK1 PLPP3 PLXNB2 PPARG PPARGC1B PPEF2 PPIA PPM1E PPM1F PPP1R14A PPP1R14B PPP1R14C PPP1R14D PPP1R15B PPP1R9B PPP2CA PPP2R1A PPP2R5A PPP2R5B PPP2R5D PRDX3 PRKAA1 PRKAG1 PRKAG2 PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCD PRKCE PRKCZ PRKD1 PRKDC PRKN PRKRIP1 PRLR PRNP PROM2 PROX1 PRR5 PRR5L PRRC1 PSEN1 PSMD10 PSRC1 PTEN PTGES3 PTGS2 PTK2 PTK2B PTK6 PTPN1 PTPN11 PTPN13 PTPN2 PTPN22 PTPN6 PTPRB PTPRC PTPRJ PTPRO PTPRQ PTPRT PWP1 PYCARD PYDC1 QARS1 RABGEF1 RAC1 RACK1 RAD17 RAD50 RAD51 RAF1 RALB RALBP1 RAMP3 RAP1A RAP2A RAP2B RAP2C RAPGEF2 RARRES2 RASGRP1 RASIP1 RASSF2 RB1 RB1CC1 RBL1 RBL2 RELN RET RGCC RGN RGS14 RGS2 RHOA RICTOR RIPK1 RIPK2 RIPK3 RIT2 ROBO1 ROCK1 ROCK2 ROPN1 ROPN1B ROPN1L ROR1 ROR2 ROS1 RPS3 RPTOR RSPO1 RTRAF RUBCN RYK S100A12 S1PR2 SAMSN1 SASH1 SDCBP SEMA4D SEMA7A SERPINB3 SERTAD1 SESN2 SFN SFRP1 SFRP2 SH2D3A SH2D3C SH3BP5 SH3BP5L SH3GL2 SIRPA SIRT1 SIRT2 SLAMF8 SLC11A1 SLC1A1 SLC8A1 SLC8A2 SLC8A3 SLCO3A1 SLIT2 SMAD7 SMCR8 SMG8 SMPD1 SMPD3 SMYD3 SNCA SNF8 SNX6 SNX9 SOCS1 SOCS3 SOCS4 SOCS5 SOD1 SORL1 SOX9 SPAG9 SPATC1L SPDYA SPHK1 SPINK1 SPN SPRED1 SPRED2 SPRY1 SPRY2 SPRY3 SPRY4 SPTBN4 SQSTM1 SRC SRCIN1 SRPX2 STAP1 STAT2 STK11 STK38 STK4 STOX1 STRADA STRADB SYAP1 SYK TAB1 TAB2 TADA3 TAF7 TAOK2 TAOK3 TARBP2 TARDBP TBK1 TBX1 TCIM TCL1A TCL1B TDGF1 TEK TELO2 TENM1 TERF2IP TESK1 TF TFAP4 TFRC TGFA TGFB1 TGFB2 TGFBR2 THBS1 THBS4 THPO THY1 TIE1 TIGAR TIRAP TLR3 TLR4 TLR6 TLR7 TLR8 TLR9 TMED2 TMEM102 TMEM119 TNF TNFRSF10A TNFRSF10B TNFRSF11A TNFRSF14 TNFRSF18 TNFRSF1A TNFSF11 TNFSF15 TNFSF18 TNIK TNK2 TNKS1BP1 TOM1L1 TP53 TPD52L1 TPX2 TRAF2 TRAF3IP1 TRAF4 TRAF6 TREM2 TRIB1 TRIB2 TRIB3 TRIM27 TRIM6 TRIM65 TRPC5 TSC2 TSG101 TSLP TSPYL2 TTBK1 TTC36 TTN TWF1 TXN TYRO3 UBASH3B UBE2K UCHL1 UCN UNC119 UVRAG VEGFA VEGFB VEGFC VEGFD VPS25 VTN WARS1 WASHC1 WDFY2 WDR81 WDR91 WEE2 WNK3 WNT1 WNT3A WNT5A WNT9B WWTR1 XDH XRCC5 XRCC6 YES1 YWHAG ZBED3 ZC3H12A ZFP91 ZFYVE28 ZGPAT ZNF16 ZNF592 ZNF622 ZNF675 GOBP_REGULATION_OF_PIGMENTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PIGMENTATION ADAMTS20 ADAMTS9 BAX BCL2 BCL2L11 BLOC1S5 BLOC1S6 EDN3 GNAT1 GNAT2 HPS4 IHH KITLG SPNS2 TPCN2 VPS33A ZEB2 GOBP_REGULATION_OF_PIGMENT_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PIGMENT_CELL_DIFFERENTIATION ADAMTS20 ADAMTS9 BCL2 BLOC1S5 BLOC1S6 GNA11 KITLG ZEB2 GOBP_REGULATION_OF_PINOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PINOCYTOSIS ANKFY1 APPL1 APPL2 AXL CAV1 CDC42 CLN3 NR1H2 NR1H3 PPT1 PROM2 STX1B GOBP_REGULATION_OF_PLASMA_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PLASMA_CELL_DIFFERENTIATION BCL6 CR1 IL10 IL2 XBP1 GOBP_REGULATION_OF_PLASMA_LIPOPROTEIN_PARTICLE_LEVELS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PLASMA_LIPOPROTEIN_PARTICLE_LEVELS ABCA1 ABCA5 ABCA7 ABCC8 ABCG1 ACSL3 ADIPOQ AGT AGTR1 ANXA2 APOA1 APOA2 APOA4 APOA5 APOB APOC1 APOC2 APOC3 APOE APOM CD36 CES3 CETP CIDEB CNPY2 CSK DGAT1 DGAT2 EHD1 FECH FGF21 FURIN GPIHBP1 GPLD1 HMOX1 HNRNPK IL19 KHSRP LCAT LDLR LDLRAP1 LIPA LIPC LIPG LPCAT3 LPL LRPAP1 MFSD2A MIR128-1 MIR133A1 MIR144 MIR148A MIR17 MIR185 MIR199A1 MIR19B1 MIR223 MIR27A MIR27B MIR302A MIR33A MIR33B MIR379 MIR96 MPO MSR1 MTTP MYLIP NCEH1 NR1H2 NR1H4 PCSK5 PCSK6 PCSK9 PLA2G10 PLA2G2A PLA2G2E PLA2G3 PLA2G5 PLA2G7 PLAGL2 PLTP PON1 PRKACA PRKACB PRKACG SCARB1 SOAT1 SOAT2 TREM2 VLDLR ZDHHC8 GOBP_REGULATION_OF_PLASMA_MEMBRANE_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PLASMA_MEMBRANE_ORGANIZATION AHNAK ANXA2 ASAP1 ATP10A ATP8B1 CASP7 DNM2 FASLG GSN MYH9 NOX5 PRKCD RAB3A S100A10 SH3GLB1 SYTL4 WASL GOBP_REGULATION_OF_PLASMA_MEMBRANE_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PLASMA_MEMBRANE_REPAIR AHNAK ANXA2 CASP7 MYH9 RAB3A S100A10 SYTL4 GOBP_REGULATION_OF_PLASMINOGEN_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PLASMINOGEN_ACTIVATION ANXA2 CLEC3B CPB2 CTSZ ENO1 F12 HPN MELTF PLAT PLAU PLAUR PLGRKT RUNX1 S100A10 SERPINE1 SERPINE2 SERPINF2 THBS1 GOBP_REGULATION_OF_PLATELET_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PLATELET_ACTIVATION ADAMTS18 ALOX12 APOE C1QTNF1 CD9 CEACAM1 CELA2A CTSG EMILIN1 EMILIN2 F11R F2 FCER1G FLNA FUNDC2 GNAQ GP1BA GP1BB GP5 GP6 GP9 HRG IL6 IL6ST JAK2 LYN MFSD2B MMRN1 NOS3 PDGFA PDGFB PDGFRA PDPN PLA2G4A PLEK PRKCA PRKCD PRKCQ PRKG1 SELP SERPINE2 SH2B3 SYK TEC THBD TLR4 TXK UBASH3B VPS33B GOBP_REGULATION_OF_PLATELET_AGGREGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PLATELET_AGGREGATION ADAMTS18 ALOX12 C1QTNF1 CD9 CEACAM1 CELA2A CTSG EMILIN1 EMILIN2 F11R GP6 IL6 IL6ST JAK2 LYN MFSD2B MMRN1 PDPN PRKCA PRKCD PRKCQ PRKG1 SERPINE2 SH2B3 SYK UBASH3B VPS33B GOBP_REGULATION_OF_PLATELET_DERIVED_GROWTH_FACTOR_RECEPTOR_ALPHA_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PLATELET_DERIVED_GROWTH_FACTOR_RECEPTOR_ALPHA_SIGNALING_PATHWAY ADIPOQ CBL CBLB IFT20 PHF14 GOBP_REGULATION_OF_PLATELET_DERIVED_GROWTH_FACTOR_RECEPTOR_BETA_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PLATELET_DERIVED_GROWTH_FACTOR_RECEPTOR_BETA_SIGNALING_PATHWAY HIP1 HIP1R LOX LRP1 MYOCD PTPN12 PTPN2 SRC GOBP_REGULATION_OF_PLATELET_DERIVED_GROWTH_FACTOR_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PLATELET_DERIVED_GROWTH_FACTOR_RECEPTOR_SIGNALING_PATHWAY ADIPOQ APOD CBL CBLB F3 F7 HGS HIP1 HIP1R IFT20 LOX LRIG2 LRP1 MIR296 MYOCD NDRG4 NHERF1 PHF14 PTGIR PTPN12 PTPN2 PTPRJ SNCA SRC GOBP_REGULATION_OF_PODOSOME_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PODOSOME_ASSEMBLY ARHGEF5 CAPG CSF2 FSCN1 GSN HCK IL5 KIF9 LCP1 MAPK9 MSN RHOA SRC TNF GOBP_REGULATION_OF_POLYAMINE_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_POLYAMINE_TRANSMEMBRANE_TRANSPORT AZIN1 AZIN2 OAZ1 OAZ2 OAZ3 GOBP_REGULATION_OF_POLYSACCHARIDE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_POLYSACCHARIDE_BIOSYNTHETIC_PROCESS AKT1 AKT2 AP2A1 CLTC DYRK2 EGF ENPP1 EPM2AIP1 GCK GSK3A GSK3B HAS2 IGF1 IGF2 INPP5K INS INSR IRS1 IRS2 MIR1271 MIR15B MIR195 NFKB1 PASK PDGFB PPP1CA PPP1CB PPP1R3A PPP1R3B PPP1R3C PPP1R3D PPP1R3E PPP1R3F PPP1R3G PTH SELENOS SMPD3 SORBS1 TGFB1 GOBP_REGULATION_OF_POLYSACCHARIDE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_POLYSACCHARIDE_METABOLIC_PROCESS ADCY10 AKT1 AKT2 AP2A1 CLTC DYRK2 EGF ENPP1 EPM2AIP1 GCGR GCK GSK3A GSK3B HAS2 IGF1 IGF2 INPP5K INS INSR IRS1 IRS2 KHK MIR1271 MIR15B MIR195 NFKB1 PASK PDGFB PHKG2 PHLDA2 POMC PPP1CA PPP1CB PPP1R3A PPP1R3B PPP1R3C PPP1R3D PPP1R3E PPP1R3F PPP1R3G PTH RUBCNL SELENOS SMPD3 SORBS1 TGFB1 GOBP_REGULATION_OF_POSITIVE_CHEMOTAXIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_POSITIVE_CHEMOTAXIS AGER ANGPT2 ARTN AZU1 CASR CCR4 CDH13 CXCL12 CXCL8 F2RL1 F3 F7 FGF10 IL16 ITGA2 KDR NTF3 NTRK3 PGF S1PR1 SCG2 SMAD3 VEGFA VEGFB VEGFC VEGFD GOBP_REGULATION_OF_POSTSYNAPSE_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_POSTSYNAPSE_ORGANIZATION ABHD17A ABHD17B ABHD17C ABI2 ABI3 ADAM10 AKT1 APOE ARC ARF4 ARHGAP22 ARHGAP33 ARHGAP44 ARHGEF15 ARMCX5-GPRASP2 ASAP1 BAIAP2 CAMK2B CAPRIN1 CAPRIN2 CBLN1 CDC42 CDH2 CDK5 CDK5R1 CDKL5 CFL1 CHMP2B CRIPT CUX2 DBN1 DHX36 DISC1 DNM3 DTNBP1 DVL1 EEF2K EFNA1 EPHA4 EPHA7 EPHB2 FCGR2B FYN GHRL GHSR GPRASP3 GRID1 GRID2 GRIN2B HOMER1 HSPA8 IL1RAP IL1RAPL1 INS ITPKA KIF1A LILRB2 LRFN2 LRFN4 LRP8 LRRC4B LRRK2 LRRTM2 LZTS1 LZTS3 MIR30B NEDD9 NF1 NGEF NLGN1 NRCAM NRP2 PAFAH1B1 PAK3 PDLIM5 PPFIA2 PRNP PSEN1 PTEN PTK2B PTPRD PTPRS RELN ROR2 RPS6KA5 SEMA3F SHANK2 SHANK3 SIPA1L1 SRCIN1 SRGN STAU2 TANC1 TANC2 TIAM1 VHL VPS35 WASL WNT5A WNT7A ZDHHC15 ZMYND8 ZNF804A GOBP_REGULATION_OF_POSTSYNAPTIC_CYTOSOLIC_CALCIUM_ION_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_POSTSYNAPTIC_CYTOSOLIC_CALCIUM_ION_CONCENTRATION ATP2B2 CALB1 FZD9 GRIA1 GRID2IP GRM1 GRM5 ITPR1 SLC8A2 WNT5A GOBP_REGULATION_OF_POSTSYNAPTIC_DENSITY_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_POSTSYNAPTIC_DENSITY_ASSEMBLY ABI3 CBLN1 CRIPT GRID2 IL1RAP LRFN4 LRRC4B LRRTM2 PTK2B PTPRD PTPRS GOBP_REGULATION_OF_POSTSYNAPTIC_DENSITY_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_POSTSYNAPTIC_DENSITY_ORGANIZATION ABI3 CBLN1 CDH2 CRIPT GRID2 IL1RAP LILRB2 LRFN4 LRRC4B LRRTM2 PTK2B PTPRD PTPRS ZMYND8 GOBP_REGULATION_OF_POSTSYNAPTIC_MEMBRANE_NEUROTRANSMITTER_RECEPTOR_LEVELS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_POSTSYNAPTIC_MEMBRANE_NEUROTRANSMITTER_RECEPTOR_LEVELS ADAM10 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 ARC ARHGAP44 ATAD1 C1QL2 C1QL3 CACNG2 CACNG3 CACNG4 CACNG5 CACNG7 CACNG8 CALY CLSTN1 CPLX1 CPT1C CTNND1 DAG1 DLG1 DLG3 DLG4 DNM3 DRD4 EFNB2 EPS15 EPS8 ERBB2 ERBB4 ERBIN FLOT2 FRRS1L GHSR GPC4 GPC6 GPHN GRID2IP GRIP1 GRIP2 GRIPAP1 GSG1L HIP1 HPCA HRAS HSP90AA1 IQSEC2 ITGB3 LGI1 LHFPL4 LPAR1 LRRC7 NETO1 NETO2 NPTX1 NSG1 NUMB OGT OPHN1 PORCN PPFIA1 PPP3R1 PRKCI PRKCZ RAB11A RAB8A RALA RAP1A RAP2A RAPSN SCRIB SHISA6 SNAP25 SNX27 SNX6 SST STX1B STX3 STXBP4 SYNE1 TAMALIN TFR2 VAC14 VPS35 ZDHHC5 GOBP_REGULATION_OF_POSTSYNAPTIC_MEMBRANE_POTENTIAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_POSTSYNAPTIC_MEMBRANE_POTENTIAL ABAT ADORA1 ADORA2A ADRB1 ADRB2 AKT1 APP ARRB2 BAIAP2 CBLN1 CDK5 CELF4 CHRFAM7A CHRM1 CHRNA1 CHRNA10 CHRNA2 CHRNA3 CHRNA4 CHRNA5 CHRNA6 CHRNA7 CHRNA9 CHRNB1 CHRNB2 CHRNB3 CHRNB4 CHRND CHRNE CHRNG CUX2 DLG4 DMPK DRD2 DRD4 DVL1 EIF4A3 GABBR1 GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRB1 GABRB2 GABRD GABRE GABRG1 GABRG2 GABRG3 GABRR2 GHRL GLRA1 GLRA2 GLRA3 GLRB GRIA1 GRIA2 GRIA3 GRIA4 GRID1 GRID2 GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B GRM1 GRM5 GSK3A GSK3B HCN1 HCRT HTR3A HTR3B HTR3C HTR3D HTR3E IGSF11 INSYN1 INSYN2A INSYN2B KCNA1 KCNA2 KCND2 LRRK2 MAPK8IP2 MECP2 MEF2C MIR30B MPP2 MTMR2 NETO1 NLGN1 NLGN2 NLGN3 NLGN4X NPAS4 NPFF NRXN1 NTSR1 P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX6 P2RX7 PPP3CA PRKAR1B PRKCZ PTEN PTK2B RAB3GAP1 RELN RGS4 RGS7BP RIMS1 RIMS2 S1PR2 SEZ6 SHANK1 SHANK3 SLC1A7 SLC29A1 SLC8A2 SLC8A3 SNCA SSH1 STX1A STX1B SYNE1 TBC1D24 TMEM108 TMEM25 TRPV1 UNC13B WNT7A ZACN ZMYND8 GOBP_REGULATION_OF_POSTSYNAPTIC_NEUROTRANSMITTER_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_POSTSYNAPTIC_NEUROTRANSMITTER_RECEPTOR_ACTIVITY BEGAIN DLGAP1 DLGAP2 DLGAP3 DLGAP4 GOBP_REGULATION_OF_POSTSYNAPTIC_NEUROTRANSMITTER_RECEPTOR_INTERNALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_POSTSYNAPTIC_NEUROTRANSMITTER_RECEPTOR_INTERNALIZATION ARC ATAD1 DRD4 EFNB2 GSG1L HIP1 HPCA ITGB3 LPAR1 NUMB OPHN1 PPP3R1 RALA SCRIB SYNE1 VAC14 GOBP_REGULATION_OF_POSTSYNAPTIC_SPECIALIZATION_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_POSTSYNAPTIC_SPECIALIZATION_ASSEMBLY ABI3 ARHGEF9 CBLN1 CRIPT GAP43 GRID2 IL1RAP LRFN4 LRRC4B LRRTM2 PTK2B PTPRD PTPRS SPTBN2 GOBP_REGULATION_OF_POST_TRANSLATIONAL_PROTEIN_MODIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_POST_TRANSLATIONAL_PROTEIN_MODIFICATION ABCA2 ABL1 ADGRB1 AIMP2 AKT1 AMER1 ANGPT1 ARNT ARRB1 ARRB2 ARRDC3 ARRDC4 ATG5 AUTS2 AXIN1 BAG2 BAG5 BAZ1B BAZ2A BCL10 BEX1 BEX2 BEX3 BEX4 BIRC2 BIRC3 BIRC7 BIRC8 BMI1 BRCA1 BTRC CAMLG CAPN3 CAV1 CBLB CDC14B CDC20 CDK5 CDK5RAP3 CENPS CENPX CEP63 CHFR CHP1 COMMD1 COPS2 COPS3 COPS4 COPS5 COPS6 COPS7A COPS7B COPS8 COPS9 CRTAP CRY1 CTNNB1 CUL3 DAXX DCUN1D1 DCUN1D2 DCUN1D3 DCUN1D4 DCUN1D5 DDX21 DDX3X DEK DERL1 DNAJA1 DNAJB2 DTX3L EGR1 EHMT1 EHMT2 EPAS1 ERCC6 FAM107A FANCI FANCM FBXO2 FBXO33 FBXO4 FBXO5 FBXW7 FLCN FOXF2 FSCB FYN FZR1 GABARAP GATA2 GCG GCLC GNL3 GNL3L GPS1 GPS2 GSK3A GSK3B GTPBP4 HCFC1 HDAC3 HDAC4 HDAC8 HERPUD1 HIF1A HMG20A HMG20B HSP90AA1 HSP90AB1 HSPA1A HSPA1B HSPA5 HSPBP1 HUWE1 INAVA ISG15 ITCH IVNS1ABP KANSL1 KANSL2 KANSL3 KAT8 KDM1A KLHL40 LAPTM5 LIMK1 LRRK2 MAD2L1 MAD2L2 MAGEA2 MAGEA2B MAGEC2 MALT1 MAPK9 MARCHF6-DT MARCHF7 MCRS1 MECP2 MINAR1 MIR101-1 MIR138-1 MIR182 MTA1 MTBP MUL1 MYBBP1A MYCBP2 N4BP1 NDFIP1 NDFIP2 NELFA NELFE NFYA NFYB NFYC NHLRC1 NMI NOD2 NOP53 NPM1 NSMCE3 NXN OGT OTUD4 P3H1 PARK7 PARP10 PAXIP1 PDCD6 PEF1 PELI1 PER2 PHF20 PHF23 PIAS1 PIAS3 PIAS4 PIN1 PINK1 PINX1 PLAA PLK1 PPARGC1A PPIA PPIB PRDM12 PRICKLE1 PRKCE PRKCG PRKN PRMT3 PSMD10 PTEN PTPN22 PTTG1IP RASD2 RASSF5 RBX1 RCHY1 RELA RIPK2 RNF111 RNF180 RPL11 RPL23 RPL5 RPS2 RPS3 RPS7 RRP8 RWDD3 SAE1 SASH1 SENP2 SEPTIN4 SET SF3B1 SH3RF2 SIAH2 SIRT1 SIRT7 SKP1 SKP2 SMAD7 SMARCA5 SOX4 SPHK1 SPOPL SPRTN SPRY2 SPSB4 SQSTM1 STUB1 SUV39H1 SVBP TADA2A TADA2B TAF1 TANK TBC1D7 TCF25 TGFBR1 TICAM1 TNFAIP3 TNIP1 TOLLIP TOPORS TRAF6 TRIB3 TRIM21 TRIM44 TSPO TSPYL5 TTC36 U2AF2 UBA2 UBB UBE2B UBE2C UBE2D1 UBE2I UBE2L3 UBE2N UBE2S UBE2V1 UBE2V2 UBE3A UBQLN1 UBXN1 UBXN2A UFL1 USP4 USP44 VCP VPS28 WASHC1 WBP1L WDR48 WDR5 WFS1 WNK1 XIAP ZC3H12A GOBP_REGULATION_OF_POTASSIUM_ION_EXPORT_ACROSS_PLASMA_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_POTASSIUM_ION_EXPORT_ACROSS_PLASMA_MEMBRANE ANO6 DLG1 KCNE3 KCNE5 KCNH2 KCNIP2 MIR21 NPPA WNK4 GOBP_REGULATION_OF_POTASSIUM_ION_IMPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_POTASSIUM_ION_IMPORT ATP1B1 ATP1B2 ATP1B3 DLG1 MIR103A1 GOBP_REGULATION_OF_POTASSIUM_ION_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_POTASSIUM_ION_TRANSMEMBRANE_TRANSPORT ACTN2 AKAP6 AKAP9 ALG10B AMIGO1 ANK2 ANK3 ANO6 ATP1B1 ATP1B2 ATP1B3 BIN1 CAB39 CACNA1D CASQ2 CAV1 CAV3 CD63 DLG1 DPP10 DPP6 EDN3 FHL1 FLNA FXYD2 GAL GALR2 GNB2 GRP ITGB1 KCNAB1 KCNAB2 KCNAB3 KCNC1 KCNC2 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNG1 KCNH2 KCNIP1 KCNIP2 KCNIP3 KCNIP4 KCNJ2 KCNMB1 KCNN2 KCNN4 KCNQ1 KCNRG KCNS1 KCNS2 KEL LRRC26 LRRC38 LRRC52 LRRC55 MIR1-1 MIR103A1 MIR133A1 MIR153-1 MIR21 MIR212 MIR26A1 MIR29B1 MIR30D NEDD4 NEDD4L NETO1 NOS1AP NPPA OPRK1 OXSR1 PRNP RGS4 RGS7 RNF207 STK39 SUMO1 TREM2 VAMP2 WNK4 WWP2 YWHAE GOBP_REGULATION_OF_POTASSIUM_ION_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_POTASSIUM_ION_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ACTN2 AKAP6 AKAP9 ALG10B ANK2 ANK3 ATP1B1 ATP1B2 ATP1B3 CAB39 CACNA1D CASQ2 CAV1 CAV3 DLG1 FHL1 FXYD2 GAL GALR2 GRP ITGB1 KCNAB1 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNG1 KCNIP2 KCNRG KCNS1 KCNS2 LRRC26 LRRC38 LRRC52 LRRC55 MIR1-1 MIR103A1 MIR133A1 MIR153-1 MIR212 MIR26A1 MIR29B1 MIR30D NEDD4 NEDD4L NETO1 NOS1AP NPPA OXSR1 RNF207 STK39 SUMO1 TREM2 VAMP2 WWP2 YWHAE GOBP_REGULATION_OF_POTASSIUM_ION_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_POTASSIUM_ION_TRANSPORT ABCC8 ACTN2 ADORA1 ADRA2A AKAP6 AKAP9 ALG10B AMIGO1 ANK2 ANK3 ANO6 ATF4 ATP1B1 ATP1B2 ATP1B3 BIN1 CAB39 CACNA1D CASQ2 CAV1 CAV3 CD63 DLG1 DPP10 DPP6 DRD1 DRD2 DRD3 EDN3 FHL1 FLNA FXYD2 GAL GALR2 GCK GNB2 GRP HCRT HTR2A ITGB1 KCNA5 KCNAB1 KCNAB2 KCNAB3 KCNC1 KCNC2 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNG1 KCNH2 KCNIP1 KCNIP2 KCNIP3 KCNIP4 KCNJ2 KCNMB1 KCNN2 KCNN4 KCNQ1 KCNRG KCNS1 KCNS2 KEL KIF5B LRRC26 LRRC38 LRRC52 LRRC55 MIR1-1 MIR103A1 MIR133A1 MIR153-1 MIR21 MIR212 MIR26A1 MIR29B1 MIR30D NEDD4 NEDD4L NETO1 NOS1 NOS1AP NOS3 NPPA OPRK1 OXSR1 PRNP PTK2B RGS4 RGS7 RNF207 STK39 SUMO1 TREM2 VAMP2 VIP WNK4 WWP2 YWHAE GOBP_REGULATION_OF_PRESYNAPSE_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PRESYNAPSE_ORGANIZATION APP ARF6 CBLN1 CBLN2 CLSTN3 DKK1 EFNB3 EIF4G1 FARP1 FZD1 GPC4 IL1RAP IL1RAPL1 IL1RAPL2 LRFN3 LRFN4 LRFN5 LRRC4B LRRTM3 MDGA1 MIR431 NLGN2 NTNG2 SLITRK1 SLITRK2 SLITRK3 SLITRK4 SLITRK5 SLITRK6 SNCA VPS35 WNT3A WNT7A GOBP_REGULATION_OF_PRESYNAPTIC_CYTOSOLIC_CALCIUM_ION_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PRESYNAPTIC_CYTOSOLIC_CALCIUM_ION_CONCENTRATION ADORA1 ATP2B3 CACNB2 CACNB4 CALB1 CALB2 CNR1 ERC2 HTR1B P2RX1 P2RY1 P2RY4 SCGN SV2B TSPOAP1 GOBP_REGULATION_OF_PRESYNAPTIC_MEMBRANE_POTENTIAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PRESYNAPTIC_MEMBRANE_POTENTIAL GABBR1 GABRA2 GABRA5 GABRB1 GABRR1 GLRA1 GRIA1 GRIA3 GRIA4 GRIK2 GRIK3 GRIK4 GRIK5 GRIN2B GRIN2D GRIN3B KCNA1 KCNA2 KCNA4 KCNC1 KCNC2 KCNJ11 KCNJ3 KCNJ8 KCNJ9 KCNMB4 KCNQ5 SCN10A SCN1A GOBP_REGULATION_OF_PRE_MIRNA_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PRE_MIRNA_PROCESSING BCDIN3D DGCR8 HOXB-AS3 LIN28A LIN28B TRUB1 GOBP_REGULATION_OF_PRIMARY_MIRNA_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PRIMARY_MIRNA_PROCESSING BMP4 IL6 LIN28B MECP2 STAT3 TGFB1 GOBP_REGULATION_OF_PRODUCTION_OF_MOLECULAR_MEDIATOR_OF_IMMUNE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PRODUCTION_OF_MOLECULAR_MEDIATOR_OF_IMMUNE_RESPONSE ACP5 ANGPT1 APLF APOA1 APOA2 ARG1 ARID5A ATAD5 ATG5 AXL B2M BCL10 BCL6 BST2 BTK C17orf99 CAMK4 CARD9 CCR2 CD160 CD22 CD226 CD244 CD28 CD36 CD40 CD40LG CD55 CD74 CD81 CD86 CD96 CGAS CLC CLCF1 CLEC7A CLNK CR1 CUEDC2 DDX1 DDX21 DENND1B DHX36 DNAJB9 EPHB2 EPX EVPL EXOSC3 EXOSC6 F2RL1 FCGR2B FCRL3 FFAR2 FFAR3 FOXP3 FZD5 GATA3 GPI GPRC5B HFE HK1 HLA-A HLA-E HLA-F HLA-G HMCES HPX IFNA2 IFNB1 IL10 IL13 IL13RA2 IL17A IL17F IL18 IL18R1 IL1B IL1R1 IL2 IL21 IL27RA IL33 IL4 IL4R IL5 IL6 INAVA IRAK3 IRF5 JAK3 KIR2DL4 KIT KLK3 KLK5 KLK7 KMT5B KMT5C LACC1 LAPTM5 LILRB1 LILRB4 LITAF MAD2L2 MALT1 MAP3K7 MAPKAPK2 MAVS MIF MIR302A MLH1 MSH2 MYD88 MZB1 NDFIP1 NLRP3 NLRX1 NOD1 NOD2 NR4A3 NSD2 P2RX7 PANX1 PARP3 PAXIP1 PGC PHB1 PHB2 PKN1 PLCG2 PMS2 PRG2 PRKCZ PTPN22 PTPRC PYCARD RABGEF1 RAET1G RBP4 RIF1 RIGI RIPK2 RSAD2 SASH3 SCIMP SEMA7A SHLD1 SHLD2 SHLD3 SIRT1 SLAMF1 SLC15A4 SLC7A5 SMAD7 SPHK2 SPINK5 SPON2 STAT6 STX4 SUPT6H SYK TBX21 TFRC TGFB1 TGFB2 TGFB3 THOC1 TICAM1 TICAM2 TLR3 TLR4 TLR7 TLR9 TMBIM6 TNF TNFRSF14 TNFRSF1B TNFRSF4 TNFSF13 TNFSF4 TP53BP1 TRAF2 TRAF6 TREX1 TRIL TRIM6 TRPM4 TWIST1 UBE2J1 VAMP3 WNT5A XBP1 XCL1 ZPBP2 GOBP_REGULATION_OF_PROGRAMMED_CELL_DEATH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PROGRAMMED_CELL_DEATH AARS1 AATF ABL1 ABL2 ACAA2 ACE ACER2 ACER3 ACKR3 ACTB ACTC1 ACTL6A ACTN1 ACTN2 ACTN3 ACTN4 ACVR1 ACVR1C ADA ADAM17 ADAM8 ADAMTS20 ADAMTSL4 ADAR ADCY10 ADIPOQ ADM ADNP ADORA1 ADORA2A ADPRS AGAP2 AGO4 AGT AGTR2 AHI1 AIFM1 AIFM2 AIPL1 AKAP12 AKR1A1 AKR1B1 AKR1C3 AKT1 AKT1S1 AKT2 ALB ALDH1A2 ALDH1A3 ALK ALKBH1 ALOX12 ALPK2 ALX3 ALX4 AMBRA1 AMIGO2 ANGPT1 ANGPT4 ANGPTL4 ANKLE2 ANKRD1 ANKRD13C ANO6 ANP32A ANP32B ANP32C ANP32E ANXA1 ANXA4 ANXA5 APAF1 APBB1 APC APEX1 API5 APIP APOE APOH AQP1 AR ARAF AREL1 ARF4 ARG1 ARG2 ARHGAP10 ARHGDIA ARHGEF2 ARHGEF7 ARL6IP1 ARL6IP5 ARMC10 ARMCX5-GPRASP2 ASAH1 ASAH2 ASCL1 ASIC2 ASNS ATAD3A ATAD5 ATF3 ATF4 ATF5 ATF6 ATG5 ATG7 ATM ATOH1 ATP13A2 ATP2A2 AURKA AURKB AVEN AVP AXL AZU1 B4GALT1 BABAM2 BACE1 BAD BAG1 BAG3 BAG4 BAG5 BAG6 BAK1 BARD1 BARHL1 BAX BBC3 BCAP31 BCAR1 BCL10 BCL11B BCL2 BCL2A1 BCL2L1 BCL2L10 BCL2L11 BCL2L12 BCL2L13 BCL2L14 BCL2L15 BCL2L2 BCL3 BCL6 BCLAF1 BDKRB2 BDNF BECN1 BEX2 BFAR BID BIK BIN1 BIRC2 BIRC3 BIRC5 BIRC6 BIRC7 BIRC8 BMF BMI1 BMP2 BMP4 BMP5 BMP7 BMPR1A BMPR1B BNIP1 BNIP2 BNIP3 BNIP3L BOK BRAF BRCA1 BRD8 BRMS1 BTC BTG1 BTG2 BTK C1QBP C3orf38 C8orf17 C8orf44-SGK3 CAAP1 CALHM2 CALR CAMK1D CAMK2A CAMK2D CAPN10 CAPN2 CAPN3 CARD10 CARD11 CARD14 CARD16 CARD17P CARD18 CARD6 CARD8 CARD9 CARM1 CASP1 CASP10 CASP12 CASP2 CASP3 CASP4 CASP5 CASP6 CASP8 CASP9 CAST CAT CAV1 CBL CBS CBX4 CCAR1 CCAR2 CCL19 CCL2 CCL21 CCL3 CCL5 CCN1 CCND1 CCND2 CCNG1 CCNL1 CCNL2 CCR5 CCR7 CD160 CD248 CD27 CD274 CD28 CD38 CD3E CD3G CD40 CD40LG CD44 CD74 CDC34 CDC73 CDH5 CDK1 CDK19 CDK5 CDK5R1 CDKN1A CDKN1B CDKN2A CDKN2D CDSN CEACAM5 CEACAM6 CEBPB CFDP1 CFL1 CFLAR CHD8 CHL1 CHST11 CIAPIN1 CIB1 CIDEA CIDEB CIDEC CITED1 CITED2 CLCF1 CLDN7 CLEC5A CLEC7A CLIP3 CLN3 CLN8 CLU CNR1 CNTF CNTFR COL2A1 COMP COPS5 CORO1A CPEB4 CRADD CREB1 CREB3 CREB3L1 CRLF1 CRYAA CRYAB CRYBA1 CSF1R CSF2 CSNK2A1 CSNK2A2 CSRNP3 CTH CTLA4 CTNNA1 CTNNB1 CTNNBL1 CTNS CTSB CTSC CTSD CTSH CTSK CTSL CTSS CTSV CTTN CX3CL1 CX3CR1 CXCL10 CXCL12 CXCR2 CXCR4 CYLD CYP1B1 DAB2 DAB2IP DAD1 DAPK1 DAPK2 DAPK3 DAXX DBH DCUN1D3 DDAH2 DDB1 DDIAS DDIT3 DDR2 DDRGK1 DDX19A DDX20 DDX3X DDX42 DEDD DEDD2 DEPTOR DFFA DHCR24 DHRS2 DIABLO DIPK2A DKK1 DKKL1 DLC1 DLG5 DLL1 DLX1 DMAP1 DNAJA1 DNAJA3 DNAJB6 DNAJC3 DNAJC5 DNM1L DNM2 DNMT1 DOCK8 DPEP1 DPP8 DPP9 DRAXIN DSTYK DUSP6 DYNAP DYRK3 E2F1 E2F3 ECSCR ECT2 EDN1 EDNRB EEF1A2 EEF1E1 EEF2K EFNA1 EGFR EGLN2 EGLN3 EGR1 EGR3 EIF2AK2 EIF2AK3 EIF2B5 EIF2S1 EIF5A ELL3 EMILIN1 EMILIN2 EN1 EN2 ENDOG ENG ENO1 ENSG00000274276 EP400 EPC1 EPC2 EPHA7 EPO ERBB2 ERBB3 ERBB4 ERCC3 ERCC5 ERFE ERP29 ESR1 EVI2B EYA1 EYA2 EYA3 EYA4 F2R F2RL1 FABP1 FADD FAF1 FAIM FAIM2 FAM162A FANK1 FAP FAS FASLG FATE1 FBH1 FBXO10 FBXO11 FBXO7 FBXW7 FCER2 FCGR2B FCMR FEM1B FFAR4 FGA FGB FGF10 FGF2 FGF20 FGF21 FGF4 FGF8 FGFR1 FGFR2 FGG FHL2 FIGNL1 FIS1 FKBP8 FLCN FLNA FLT3 FLT4 FMN2 FMR1-AS1 FNIP1 FOSL1 FOXA1 FOXB1 FOXC1 FOXC2 FOXE3 FOXL2 FOXO1 FOXO3 FOXP1 FOXQ1 FRS2 FRZB FSTL1 FXN FYN FZD1 FZD3 FZD9 G0S2 G6PD GADD45A GADD45B GADD45G GAL GAS1 GAS6 GATA1 GATA2 GATA3 GATA4 GATA6 GBA1 GBE1 GBP1 GBP2 GBP3 GBP5 GCG GCLC GCLM GDF5 GDNF GFER GFRAL GHITM GHRL GHSR GIMAP8 GLI3 GLO1 GLS2 GNAI2 GOLPH3 GPAM GPER1 GPI GPLD1 GPRASP3 GPX1 GPX4 GREM1 GRIA4 GRID2 GRIK2 GRIN2A GRINA GRK5 GRM4 GRN GSDME GSK3B GSN GSTP1 GZMA H19 HAND2 HAX1 HCAR2 HCK HCLS1 HDAC1 HDAC2 HDAC3 HELLS HERPUD1 HEY2 HGF HHIP HIF1A HIGD1A HIGD2A HIP1 HIP1R HIPK2 HIPK3 HLA-G HMGA2 HMGB1 HMGB2 HMGN5 HMOX1 HNF1B HNRNPK HOXA13 HOXA5 HPGD HPN HRAS HRG HRK HS1BP3 HSF1 HSH2D HSP90AA1 HSP90AB1 HSP90B1 HSPA1A HSPA1B HSPA5 HSPA9 HSPB1 HSPB2 HSPB6 HSPD1 HTATIP2 HTR2A HTR2B HTRA1 HTRA2 HTRA4 HTT HYAL2 HYOU1 HYPK IAPP ICAM1 ID3 IDO1 IER3 IER3IP1 IFI6 IFIT2 IFIT3 IFNB1 IFNG IFT57 IGBP1 IGF1 IGF1R IGF2R IGFBP3 IHH IKZF3 IL10 IL11 IL12A IL12B IL13 IL19 IL1A IL1B IL2 IL20RA IL27RA IL2RB IL31RA IL4 IL6 IL6ST IL7 IL7R INCA1 ING1 ING2 ING3 ING4 ING5 INHBA INHBB INPP5D INS INSL3 INTS1 IP6K2 IRF3 IRF5 IRF7 IRF8 IRS2 ISL1 ITCH ITGA1 ITGA4 ITGA5 ITGA6 ITGAV ITGB1 ITGB3 ITM2C ITPKB ITPRIP IVNS1ABP JAK2 JAK3 JMY JUN KANK2 KAT5 KATNB1 KCNB1 KCNMA1 KDM1A KDM2B KDR KHDC3L KIF14 KIFAP3 KIT KITLG KLF11 KLF4 KLHL20 KNG1 KPNA1 KRAS KRIT1 KRT18 LACRT LAMP3 LAMTOR5 LAPTM5 LATS1 LATS2 LCK LCMT1 LEF1 LEP LGALS1 LGALS16 LGALS2 LGALS3 LGALS9 LGMN LHX3 LHX4 LIG4 LILRB1 LIMS2 LMNA LOX LPAR1 LRP2 LRP5 LRP6 LRP8 LRRK2 LTA LTB LTBR LTF LTK LYN LYPD3 MAD2L1 MADD MAEA MAEL MAG MAGEA3 MAGEA4 MAGED1 MAL MALT1 MAP2K4 MAP2K5 MAP2K6 MAP2K7 MAP3K10 MAP3K11 MAP3K12 MAP3K20 MAP3K5 MAP3K9 MAP4K4 MAPK7 MAPK8 MAPK8IP1 MAPK8IP2 MAPK8IP3 MAPK9 MAPKAP1 MARCHF7 MARK4 MAZ MBTD1 MCL1 MDK MDM2 MDM4 MEAF6 MECOM MECP2 MED1 MEF2C MEIS3 MELK MERTK MET MFN2 MGMT MIAT MICAL1 MIEN1 MIF MIR1-1 MIR101-1 MIR103A1 MIR106B MIR107 MIR125A MIR125B1 MIR126 MIR132 MIR133A1 MIR137 MIR138-1 MIR140 MIR145 MIR146A MIR15A MIR15B MIR16-1 MIR17 MIR17HG MIR181B1 MIR181C MIR182 MIR186 MIR195 MIR198 MIR199A1 MIR19A MIR19B1 MIR200A MIR200B MIR204 MIR20A MIR21 MIR210 MIR214 MIR22 MIR221 MIR222 MIR223 MIR23A MIR24-1 MIR26B MIR27A MIR27B MIR28 MIR29A MIR29B1 MIR29C MIR30B MIR30E MIR320A MIR34A MIR361 MIR375 MIR449A MIR451A MIR485 MIR495 MIR518B MIR590 MIR675 MIR92A1 MIR98 MIRLET7B MIRLET7F1 MITF MLLT11 MLST8 MMP2 MMP9 MNAT1 MNDA MNT MOAP1 MORF4L1 MORF4L2 MPO MPV17L MRE11 MRGBP MSH2 MSX1 MSX2 MT3 MTCH1 MTCH2 MTDH MTNR1B MTOR MUC1 MUTYH MYB MYBBP1A MYBL2 MYC MYDGF MYO18A MYOCD NAA15 NAA16 NAA35 NAA38 NACC2 NAE1 NAIP NANOS3 NAT8B NCK1 NCK2 NCKAP1L NCOA1 NDNF NDUFA13 NDUFAF4 NDUFS3 NEFL NES NET1 NEURL1 NEUROD1 NF1 NF2 NFATC4 NFE2L2 NFKB1 NGF NGFR NHERF1 NIBAN2 NKX2-5 NKX2-6 NKX3-1 NKX3-2 NLRC4 NLRP1 NLRP2B NME1 NME2 NME2P1 NME5 NMNAT1 NNT NOC2L NOD1 NOD2 NOG NOL3 NONO NOP53 NOS2 NOS3 NOTCH1 NOTCH2 NOX1 NPC1 NPM1 NPPC NPY5R NQO1 NR1H4 NR2E1 NR3C1 NR4A1 NR4A2 NRBP2 NRP1 NSMAF NSMF NTF3 NTF4 NTRK1 NTRK2 NTSR1 NUAK2 NUGGC NUP62 NUPR1 OGG1 OGT OLFM1 OMA1 OPA1 OPN3 ORMDL3 OSGIN1 OSR1 OXR1 P2RX7 P4HB PA2G4 PAGE4 PAK2 PAK4 PAK5 PALB2 PANO1 PARK7 PARL PARP1 PAWR PAX2 PAX7 PAX8 PCDHGC3 PCDHGC4 PCDHGC5 PCGEM1 PCGF2 PCID2 PCSK9 PDCD1 PDCD10 PDCD2 PDCD4 PDCD5 PDE1A PDE3A PDIA3 PDK4 PDPK1 PDPN PDX1 PEA15 PELI1 PELI3 PEPD PF4 PHB1 PHB2 PHIP PHLDA1 PHLDA2 PHLDA3 PHLPP1 PIAS1 PIAS4 PIDD1 PIH1D1 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R3 PIM1 PIM2 PIM3 PINK1 PIP PIP5KL1 PITX3 PKHD1 PLA2G1B PLA2G3 PLA2R1 PLAC8 PLAGL2 PLAUR PLCG1 PLCG2 PLEKHF1 PLEKHN1 PLK1 PLK2 PLK3 PLK5 PLSCR3 PLXND1 PMAIP1 PML PNMA1 PNMA2 PNMA3 PNMA5 POU3F3 POU3F4 POU4F1 POU4F2 PPARA PPARG PPARGC1A PPIA PPID PPIF PPP1CA PPP1R10 PPP1R13B PPP2R1A PPP2R1B PPT1 PRAME PRAMEF1 PRAMEF10 PRAMEF11 PRAMEF12 PRAMEF14 PRAMEF15 PRAMEF17 PRAMEF19 PRAMEF2 PRAMEF20 PRAMEF22 PRAMEF25 PRAMEF27 PRAMEF33 PRAMEF4 PRAMEF5 PRAMEF6 PRAMEF7 PRAMEF8 PRAMEF9 PRAP1 PRDM11 PRDM9 PRDX2 PRDX3 PRDX5 PRELID1 PRF1 PRKAA1 PRKAA2 PRKCA PRKCD PRKCG PRKCH PRKCI PRKCQ PRKCZ PRKD2 PRKDC PRKN PRKRA PRLR PRMT2 PRNP PROC PRODH PROK2 PROP1 PRR5 PRR7 PSEN1 PSEN2 PSMC5 PSMD10 PSME3 PSMG2 PTCRA PTEN PTGFR PTGIS PTGS2 PTH PTK2 PTK2B PTMA PTMS PTPA PTPMT1 PTPN1 PTPN2 PTPN6 PTPRC PTPRZ1 PTRH2 PTTG1IP PXT1 PYCARD PYCR1 QARS1 QRICH1 RACK1 RAD21 RAD9A RAF1 RAG1 RAMP2 RAPGEF2 RAPSN RARA RARB RARG RASA1 RASSF2 RASSF6 RB1 RB1CC1 RBCK1 RBM10 RBM25 RBM5 RELA REST RET RETREG1 RFFL RFPL1 RGCC RGL2 RGN RHBDD1 RHOA RHOB RICTOR RIPK1 RIPK2 RIPK3 RNF122 RNF144B RNF157 RNF183 RNF31 RNF34 RNPS1 ROCK1 RPL10 RPL11 RPL26 RPS3 RPS3A RPS6 RPS6KA1 RPS6KA2 RPS6KA3 RPS6KB1 RPS7 RRM2B RRN3 RRP1B RSL1D1 RTKN RTKN2 RTN4 RUVBL1 RUVBL2 RXFP2 RYBP S100A8 S100A9 SAP18 SARM1 SAV1 SCG2 SCIN SCRIB SCRT2 SCX SDF2L1 SELENOS SEMA3E SEMA4D SEMA5A SEPTIN4 SERINC3 SERPINB13 SERPINB2 SERPINB9 SERPINE1 SET SETX SFN SFPQ SFRP1 SFRP2 SFRP4 SGK1 SGK3 SGMS1 SH3RF1 SH3RF2 SHC1 SHH SHQ1 SIAH1 SIAH2 SIGMAR1 SIK1 SIN3A SIRT1 SIRT2 SIRT4 SIRT5 SIX1 SIX4 SKIL SKP2 SLC1A1 SLC25A27 SLC25A31 SLC25A4 SLC25A5 SLC25A6 SLC27A4 SLC35F6 SLC39A10 SLC39A7 SLC40A1 SLC46A2 SLC7A11 SLC7A5 SLC9A1 SLIT2 SLK SMAD3 SMAD4 SMAD5 SMAD6 SMG9 SMO SMPD1 SNAI1 SNAI2 SNCA SNCB SNX6 SOCS2 SOCS3 SOD1 SOD2 SON SOX10 SOX2 SOX4 SOX8 SOX9 SP100 SPATA2 SPDEF SPHK1 SPHK2 SPRY2 SPTLC1 SQSTM1 SRA1 SRC SRPK2 SRPX SRSF6 ST3GAL1 ST6GAL1 ST8SIA2 STAMBP STAT1 STAT5B STIL STK17A STK17B STK26 STK3 STK4 STK40 STPG1 STRADB STX4 STXBP1 STYK1 STYXL1 SUPV3L1 SYCE3 SYCP2 SYCP2L SYK SYNE1 SYNGAP1 SYVN1 TAF9 TAF9B TARDBP TAX1BP1 TBX1 TBX20 TBX3 TCF7L2 TCIM TCL1A TCTN3 TDGF1 TEK TENT5B TERT TEX11 TEX261 TFAP2A TFAP2B TFAP2D TFAP4 TFPT TFRC TGFB1 TGFB2 TGFB3 TGFBR1 TGM2 THAP11 THBS1 THOC6 THRA TIA1 TIFAB TIGAR TIMP1 TIMP3 TJP1 TLE1 TLE5 TLR3 TLR4 TLR6 TM7SF3 TMBIM1 TMBIM4 TMBIM6 TMC8 TMEM109 TMEM14A TMEM161A TMEM164 TMEM215 TMF1 TMIGD1 TNF TNFAIP3 TNFAIP8 TNFAIP8L1 TNFAIP8L2 TNFAIP8L3 TNFRSF10A TNFRSF10B TNFRSF10C TNFRSF10D TNFRSF12A TNFRSF18 TNFRSF1A TNFRSF1B TNFRSF25 TNFRSF6B TNFRSF8 TNFSF10 TNFSF12 TNFSF18 TNFSF9 TNIP2 TOMM70 TOP2A TOX3 TP53 TP53BP2 TP53INP1 TP63 TP73 TPD52L1 TPT1 TRADD TRAF1 TRAF2 TRAF3 TRAF4 TRAF5 TRAF6 TRAF7 TRAP1 TREM2 TRIAP1 TRIM2 TRIM24 TRIM32 TRIM35 TRIM39 TRPV1 TRRAP TSC22D1 TSC22D3 TSLP TSPO TWIST1 TWIST2 TXNDC12 TXNDC5 TXNIP TYRO3 UBB UBD UBE2B UBE2M UBE2Z UBQLN1 UCN UCP2 UFL1 UFM1 UMODL1 UNC13B UNC5B UNC5C UNG URI1 USP15 USP17L1 USP17L10 USP17L11 USP17L12 USP17L13 USP17L15 USP17L17 USP17L18 USP17L19 USP17L2 USP17L20 USP17L21 USP17L22 USP17L24 USP17L3 USP17L4 USP17L5 USP17L6P USP17L7 USP17L8 USP27X USP36 USP42 USP47 UTP11 VCP VDAC1 VDAC2 VDR VEGFA VHL VIP VNN1 VPS54 VPS72 VSTM2L VTCN1 WDR73 WFS1 WNK3 WNT1 WNT10B WNT11 WNT16 WNT4 WNT5A WNT7A WT1 WWOX XBP1 XIAP XPNPEP1 XRCC2 YAP1 YBX3 YEATS4 YME1L1 YWHAZ ZBP1 ZBTB16 ZBTB7A ZC3H12A ZC3H8 ZC3HC1 ZDHHC17 ZEB2 ZFAND6 ZFP36 ZFP36L1 ZMYND11 ZNF16 ZNF268 ZNF304 ZNF385A ZNF622 ZNF830 ZPR1 ZSWIM2 GOBP_REGULATION_OF_PROGRAMMED_NECROTIC_CELL_DEATH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PROGRAMMED_NECROTIC_CELL_DEATH ADPRS AIFM1 ARHGEF2 ASAH1 BIRC2 BIRC3 BOK CASP6 CASP8 CAV1 CFLAR CYLD FADD FZD9 ITCH MIR101-1 MIR103A1 MIR107 MIR214 MIR22 MIR221 MIR223 MIR485 MIR92A1 MUTYH NUPR1 OGT PARP1 PELI1 PRKN RBCK1 RIPK1 RIPK3 RNF31 SLC25A4 SPATA2 TP53 TSPO YBX3 ZBP1 GOBP_REGULATION_OF_PROSTAGLANDIN_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PROSTAGLANDIN_SECRETION EDN1 IL1A IL1B MAP2K6 MIF P2RX4 P2RX7 PLA2G10 PLA2G3 PLA2G4A PTGES TNFRSF11A TNFSF11 GOBP_REGULATION_OF_PROSTATIC_BUD_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PROSTATIC_BUD_FORMATION AR BMP4 BMP7 SHH SULF1 WNT5A GOBP_REGULATION_OF_PROTEASOMAL_PROTEIN_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PROTEASOMAL_PROTEIN_CATABOLIC_PROCESS AKT1 ALAD ANKIB1 APOE AQP11 ARAF ARIH1 ARIH2 ATXN3 AURKA AXIN1 AXIN2 BAG2 BAG5 BAG6 BBS7 BCAP31 BTRC CAMLG CAV1 CBFA2T3 CCAR2 CDC20 CDC20B CDK2 CEBPA CHFR CLU COMMD1 COP1 CSNK1A1 CSNK1D CSNK1E DAB2 DAB2IP DDA1 DDRGK1 DESI1 DET1 DNAAF4 DNAJB2 DVL1 ECSCR EIF3H ELOB F8A1 F8A2 F8A3 FBXO22 FBXW7 FBXW8 FHIT FMR1 FOXF2 FZR1 GABARAP GABARAPL2 GBA1 GCLC GIPC1 GLMN GNA12 GPX1 GSK3A GSK3B HECTD1 HERPUD1 HFE HSP90AB1 HSPA1A HSPA1B HSPBP1 IL33 KCNE2 KEAP1 KLHL40 LAMP3 LRRK2 MAP1A MAPK9 MARCHF7 MDM2 MTM1 N4BP1 NFE2L2 NKD2 NOP53 NUB1 NUDT15 NUPR1 OGT OPHN1 OSBPL7 PABIR1 PANO1 PARK7 PBK PHF20L1 PIAS1 PINK1 PITHD1 PKD1 PLK1 PLK3 PRICKLE1 PRKACA PRKCG PRKN PSEN1 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD10 PSMD14 PSME1 PSME2 PSME3 PSME3IP1 PSMF1 RACK1 RAD23A RAD23B RBX1 RCHY1 RFPL1 RHBDF1 RNF14 RNF144A RNF144B RNF180 RNF185 RNF19A RNF19B RNF217 RNFT1 RNFT2 RPL11 RYBP SGTA SH3RF1 SH3RF2 SH3RF3 SHH SIRT2 SIRT6 SMAD7 SMARCC1 SOCS4 SOCS5 STUB1 STYX SUMO1 SUMO2 SVIP TAF1 TAF9 TLK2 TMEM259 TMF1 TMTC3 TREM2 TRIB1 TRIB2 TRIB3 TRIM39 TTC36 UBB UBE2K UBQLN1 UBQLN2 UBQLN3 UBQLN4 UBXN1 UCHL5 UFL1 USP13 USP14 USP19 USP25 USP26 USP38 USP5 USP7 USP9X VCP WAC WFS1 WNT10B XPO1 ZER1 ZFAND2A ZNF418 ZYG11B GOBP_REGULATION_OF_PROTEASOMAL_UBIQUITIN_DEPENDENT_PROTEIN_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PROTEASOMAL_UBIQUITIN_DEPENDENT_PROTEIN_CATABOLIC_PROCESS AKT1 ANKIB1 ARAF ARIH1 ARIH2 AURKA AXIN1 AXIN2 BAG2 BAG5 BAG6 BBS7 BCAP31 CAMLG CAV1 CBFA2T3 CCAR2 CDC20 CDC20B CDK2 CEBPA CHFR CLU COMMD1 COP1 CSNK1A1 CSNK1D CSNK1E DAB2 DDA1 DDRGK1 DESI1 DET1 DNAJB2 DVL1 EIF3H ELOB FBXO22 FBXW8 FHIT FOXF2 FZR1 GABARAP GBA1 GCLC GIPC1 GLMN GNA12 GSK3A GSK3B HECTD1 HERPUD1 HFE HSP90AB1 HSPA1A HSPA1B HSPBP1 IL33 KEAP1 KLHL40 LRRK2 MAP1A MAPK9 MDM2 MTM1 N4BP1 NFE2L2 NKD2 NOP53 NUB1 OGT PABIR1 PANO1 PARK7 PBK PHF20L1 PIAS1 PLK1 PLK3 PRICKLE1 PRKN PSEN1 PSMD10 RACK1 RAD23A RAD23B RBX1 RCHY1 RFPL1 RNF14 RNF144A RNF144B RNF180 RNF19A RNF19B RNF217 RPL11 RYBP SGTA SH3RF1 SH3RF2 SH3RF3 SHH SIRT2 SIRT6 SMAD7 SMARCC1 SOCS4 SOCS5 STUB1 STYX SUMO1 SUMO2 SVIP TAF1 TAF9 TLK2 TRIB1 TRIB2 TRIB3 TRIM39 TTC36 UBE2K UBQLN1 UBQLN2 UBQLN3 UBQLN4 UBXN1 UCHL5 UFL1 USP14 USP26 USP38 USP5 USP7 USP9X VCP WAC WNT10B XPO1 ZER1 ZFAND2A ZNF418 ZYG11B GOBP_REGULATION_OF_PROTEIN_ACETYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PROTEIN_ACETYLATION ARID5A AUTS2 BAZ1B BMAL1 BRCA1 CEP295 DDX21 DDX3X DEK DIP2A DIP2B ERCC6 FAM161A FLCN GATA2 GSK3B HDAC2 HDAC6 HINT2 KAT5 KLF15 MAGEA2 MAGEA2B MIR217 MIR34A MYBBP1A NFYA NFYB NFYC PARK7 PML PPARGC1A PRKAA1 PRKAA2 SET SF3B1 SIRT1 SMARCA5 SOX4 TADA2A TADA2B TAOK1 GOBP_REGULATION_OF_PROTEIN_ADP_RIBOSYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PROTEIN_ADP_RIBOSYLATION BANF1 HPF1 KAT2B MARCHF6-DT PNKP PUM3 SPINDOC TINF2 XRCC1 GOBP_REGULATION_OF_PROTEIN_AUTOPHOSPHORYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PROTEIN_AUTOPHOSPHORYLATION ACE ADIPOQ CALM1 CALM2 CALM3 CAV1 CHP1 DDX3X EEF2K ENG ENPP1 EPHA7 ERRFI1 GPNMB GREM1 IMPACT INS MOB1B MRE11 MVP NBN NEK10 NLRP12 PDGFA PDGFB PDGFC PDGFD PPP2R5B PRLR PTPRC RAD50 RAP2A RAP2B RAP2C RASSF2 TAOK2 TESK1 TNKS1BP1 TOM1L1 VEGFA VEGFC GOBP_REGULATION_OF_PROTEIN_AUTOUBIQUITINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PROTEIN_AUTOUBIQUITINATION LRRK2 MARCHF7 MTA1 RBX1 SASH1 TAF1 GOBP_REGULATION_OF_PROTEIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PROTEIN_BINDING ABL1 ACTB ADAM15 ADD1 ADD2 ADIPOQ ADRB2 ADRB3 AKT1 AKTIP AMFR ANXA2 APOE APP ARRB2 ATP2A2 ATP2A3 AURKA AURKB B2M BAG2 BAMBI BAX BDNF BLK BMP2 BMP4 BTBD1 CAMK1 CAPRIN2 CARD16 CARD18 CAV1 CDKN1A CFHR1 CFHR2 CFHR5 CLDN5 CRK CRMP1 CSF3 CSNK1E CTNNBIP1 DAB2 DACT1 DDX11 DERL1 DISC1 DKK1 DNAJB2 DTX3L DVL1 EFHB EPB41 FKBP1A FLOT1 GAS8 GNL3L GOLGA2 GREM2 GSK3B GTF2F1 HDAC4 HDAC5 HFE HIP1R HIPK2 IDE IFIT1 IFIT2 IL10 ITGA4 ITGB1BP1 KDM1A LDLRAP1 LRP1 LRPAP1 LRRK2 MAP2 MAPK8 MARK2 MARK3 MIR148A MIR27B MITD1 MMP9 NES NMD3 NOG NRP1 NVL PARK7 PCSK9 PDGFB PEX14 PIN1 PKD1 PLK1 PPP1CA PPP2CA PPP2CB PRKACA PRKCD PRKN PRMT7 PRMT8 PSEN1 PSME3IP1 PTPRF RACK1 RALB RAN RAPGEF2 RIPK2 ROCK1 RPL11 SLPI SNAPIN SORL1 SPPL3 STING1 STK3 STK4 STYX SYMPK TAF1 TCF7L2 TERT TFIP11 TIAM1 TLE5 TMBIM6 TMC8 TRIB3 TRIM21 TTBK1 TTBK2 USP33 USP9X VTN WNT3A XIRP1 ZFPM1 GOBP_REGULATION_OF_PROTEIN_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PROTEIN_CATABOLIC_PROCESS ABCA2 ADAM8 ADAM9 ADGRB1 ADRA2A AGAP2 AKT1 ALAD AMER1 ANKIB1 ANXA2 APC APC2 APOE AQP11 ARAF ARIH1 ARIH2 ASB11 ASB5 ASB9 ATG7 ATP13A2 ATRAID ATXN3 AURKA AXIN1 AXIN2 AZIN1 AZIN2 BAG2 BAG5 BAG6 BANP BARD1 BBS7 BCAP31 BTRC C4BPA C4BPB CAMLG CAV1 CBFA2T3 CBLB CCAR2 CD81 CDC20 CDC20B CDH1 CDK2 CDK5RAP3 CDKN1B CEBPA CENATAC CHEK2 CHFR CHMP6 CLU COMMD1 COP1 CSNK1A1 CSNK1D CSNK1E CSNK2A1 CST3 CTSA CUL4A CUL4B CYP51A1 DAB2 DAB2IP DACT1 DCAF1 DDA1 DDB1 DDRGK1 DEDD DESI1 DET1 DNAAF4 DNAJB2 DTL DVL1 ECSCR EEF1A1 EEF1A2 EGFR EGLN2 EIF3H ELOB EZR F8A1 F8A2 F8A3 FAF1 FAM83D FBXL20 FBXL5 FBXO2 FBXO22 FBXW7 FBXW8 FHIT FLNA FMN2 FMR1 FOXF2 FOXO1 FURIN FYN FZR1 GABARAP GABARAPL2 GBA1 GCLC GFAP GGA1 GGA3 GIPC1 GLMN GNA12 GPC3 GPLD1 GPX1 GRIN2A GRIN2C GSK3A GSK3B HAMP HECTD1 HERPUD1 HFE HGS HMGCR HSP90AA1 HSP90AB1 HSPA1A HSPA1B HSPBP1 IDE IER3 IFNG IL10 IL1B IL33 INS IRAK3 ITCH KCNE2 KEAP1 KLHL40 LAMP3 LAPTM4B LDLR LPCAT1 LRIG2 LRP1 LRP2 LRRK2 MAD2L1 MAD2L2 MAP1A MAPK9 MARCHF2 MARCHF7 MDM2 MDM4 MFSD8 MGAT3 MIR181B1 MSN MTM1 MYCBP2 MYLIP N4BP1 NDFIP1 NDUFA13 NEDD4 NEDD4L NELL1 NFE2L2 NKD1 NKD2 NOP53 NOS2 NQO1 NRDC NSF NUB1 NUDT15 NUPR1 OAZ1 OAZ2 OAZ3 ODC1 OGT OPHN1 OSBPL7 PABIR1 PACSIN3 PANO1 PARK7 PBK PCSK9 PHB1 PHF20L1 PIAS1 PIN1 PINK1 PITHD1 PKD1 PLK1 PLK2 PLK3 PRICKLE1 PRKACA PRKCG PRKN PSEN1 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD14 PSMD2 PSMD3 PSME1 PSME2 PSME3 PSME3IP1 PSMF1 PTPN3 RAB7A RACK1 RAD23A RAD23B RBX1 RCHY1 RDX RELA RFPL1 RGMA RGP1 RHBDD3 RHBDF1 RIC1 RILP RNF128 RNF14 RNF144A RNF144B RNF180 RNF185 RNF19A RNF19B RNF217 RNF41 RNFT1 RNFT2 ROCK1 RPL11 RYBP SEC22B SERPINB12 SERPINE2 SF3B3 SGSM3 SGTA SH3D19 SH3RF1 SH3RF2 SH3RF3 SHH SIRT2 SIRT6 SMAD3 SMAD4 SMAD7 SMARCC1 SNCA SNF8 SNRNP70 SNX12 SNX3 SNX33 SNX9 SOCS4 SOCS5 SORL1 SOX17 SOX9 STUB1 STX5 STYX SUMO1 SUMO2 SVIP TAF1 TAF9 TIMP1 TIMP2 TIMP3 TIMP4 TIPARP TLK2 TMEM132A TMEM259 TMEM9 TMF1 TMTC3 TNF TNFAIP3 TNFRSF1B TNFSF12 TREM2 TRIB1 TRIB2 TRIB3 TRIM32 TRIM39 TRIM40 TTC36 UBB UBE2K UBQLN1 UBQLN2 UBQLN3 UBQLN4 UBR3 UBXN1 UBXN2A UCHL5 UFL1 USP13 USP14 USP19 USP25 USP26 USP38 USP5 USP7 USP8 USP9X VCP VGLL4 VIP VPS11 VPS28 VPS35 WAC WDR91 WFS1 WNT10B WNT5A XPO1 ZDHHC2 ZER1 ZFAND2A ZNF418 ZYG11B GOBP_REGULATION_OF_PROTEIN_CATABOLIC_PROCESS_IN_THE_VACUOLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PROTEIN_CATABOLIC_PROCESS_IN_THE_VACUOLE ATP13A2 CD81 GBA1 LAPTM4B LDLR LRP1 LRP2 MARCHF2 MFSD8 MGAT3 RNF128 USP8 VPS35 GOBP_REGULATION_OF_PROTEIN_COMPLEX_STABILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PROTEIN_COMPLEX_STABILITY ATG14 CSTPP1 ECSIT HSPA8 IRGM NCLN PCM1 SCOC SNF8 SQSTM1 TAPBP TBX3 TRAPPC11 TREX1 GOBP_REGULATION_OF_PROTEIN_CONTAINING_COMPLEX_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PROTEIN_CONTAINING_COMPLEX_ASSEMBLY ABCA1 ABCA3 ABITRAM ABL1 ADD1 ADD2 ADD3 AIDA AJUBA AKAIN1 AKAP9 ALOX15 AMBRA1 ANKRA2 ANKRD27 ANKRD53 APOE ARF6 ARFGEF1 ARHGAP18 ARHGAP28 ARHGAP40 ARHGEF5 ARHGEF7 ARL2 ARPC2 ARPC3 ARPC5 ARPC5L ATAT1 ATF7IP ATM ATR AVIL BAG4 BAIAP2 BAIAP2L1 BAIAP2L2 BAK1 BAX BBS10 BBS4 BCL2L11 BID BIK BIN1 BIRC2 BMF BRCC3 BRK1 BTK C15orf62 CALY CAMSAP1 CAMSAP2 CAMSAP3 CAND1 CAPG CAPZA1 CAPZA2 CAPZA3 CAPZB CARD8 CARMIL1 CARMIL2 CAV3 CCL11 CCL21 CCL24 CCL26 CCR7 CD36 CDC42 CDC42EP1 CDC42EP2 CDC42EP3 CDC42EP4 CDC42EP5 CDH17 CDH5 CDK5R1 CDK5RAP2 CDKN1B CKAP5 CLASP1 CLDN7 CLEC7A CLIP1 CLIP3 CLU CORO1A COTL1 CPTP CRACD CRBN CRYAB CSF2 CSF3 CSNK1A1 CTNNBIP1 CTTN CXCL13 CYFIP1 CYFIP2 CYRIA CYRIB DAAM2 DAB2IP DACT1 DCTN1 DDX3X DHX33 DKK1 DLG1 DMTN DNAJC15 DRG1 DUT DYRK1A EIF2AK2 EIF4G1 ELN EML2 EP300 EPS8 ESAM EVL FAF1 FARP2 FBLIM1 FBXL2 FCHSD1 FCHSD2 FER FERMT1 FERMT2 FES FHOD3 FKBP4 FLII FMN1 FNIP1 FNIP2 FSCN1 GBA1 GBA2 GBP2 GBP5 GFAP GIT1 GNL3L GRB2 GSK3B GSN H3-3A H3-3B HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HAX1 HCFC1 HCK HCLS1 HDAC6 HES1 HIP1R HJURP HMGB1 HRG HRK HSF1 HSP90AA1 HSPA1A HSPA1B HSPA5 HSPA8 IAPP ICE1 IFNG IKBKE IL5 INSM1 IRGM ISG15 ISL1 JAM3 JMJD6 KANK1 KANK2 KANK3 KANK4 KIF14 KIF9 KIRREL1 LATS1 LCAT LCMT1 LCP1 LGALS3 LMO4 LMOD1 LMOD2 LMOD3 MAP1B MAP2 MAPK15 MAPK8 MAPK9 MAPRE1 MAPRE3 MAPT MARK4 MAVS MECP2 MED25 MEFV MEGF9 MET MIR144 MIR17 MIR214 MKKS MLST8 MMP1 MMP3 MPP7 MSN MTLN MTOR MTPN MYADM MYD88 NAPA NAPB NAV3 NCK1 NCK2 NCKAP1 NCKAP1L NCLN NEK7 NLRC3 NLRP2B NOP53 NPHS1 NR1H2 NRG1 NUMA1 OCLN OPRD1 P2RY12 PAK1 PAK3 PARK7 PDE4DIP PEX5 PFN1 PFN2 PFN3 PFN4 PIEZO1 PIK3R2 PINK1 PLCG2 PLEK PLEKHG2 PPP2CA PPP2R5B PREB PREX1 PRKCD PRKCE PRKCZ PRKD1 PRRT2 PRUNE1 PSMC6 PSRC1 PTGER4 PTK2B PTPN11 PTPN22 PYCARD PYDC1 PYDC2 PYDC5 RAC1 RACK1 RAF1 RALB RANGRF RAP1B RASA1 RASIP1 RB1 RDX RHOA RHOC RICTOR RIOK3 RNF4 RPL13A RPS3 SAR1A SAR1B SCIN SELP SENP6 SEPTIN8 SH3GLB1 SIRT2 SKAP1 SLAIN1 SLAIN2 SLC39A12 SLF1 SLF2 SLIT2 SNCA SNX9 SORL1 SOST SOX9 SPIDR SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 SRC SSH1 SSH2 SSH3 STMN1 STMN2 STMP1 STUB1 STX1A STX1B STXBP1 STXBP5 STXBP6 SUMO1 SVIL SVIP SYK TAL1 TBCD TCL1A TENM1 TERF1 TFIP11 TFRC TGFB1 TGFBRAP1 THRA TICAM1 TIRAP TLR4 TLR6 TMC8 TMOD1 TMOD2 TMOD3 TMOD4 TMSB10 TMSB15A TMSB15B TMSB15C TMSB4X TMSB4Y TNF TNFSF18 TOGARAM1 TP53 TPPP TPPP2 TPPP3 TRABD2A TRABD2B TRAF2 TRAF3IP1 TRAPPC12 TREM2 TRIM11 TRIM31 TRIM65 TRIOBP TTBK1 TUBB4A TWF1 TWF2 ULK1 UNC13B USP50 VASP VCP VDAC2 VEGFA VIL1 VILL VPS11 VPS16 VPS18 VPS33A VPS35 VPS39 VPS41 VPS8 WARS1 WASHC2C WNT10B ZDHHC12 ZNF827 GOBP_REGULATION_OF_PROTEIN_CONTAINING_COMPLEX_DISASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PROTEIN_CONTAINING_COMPLEX_DISASSEMBLY ACTN2 ADD1 ADD2 ADD3 ADRB2 APC APC2 ARHGEF2 ASPH ATG12 ATG5 ATXN7 AVIL BMERB1 BNIP3 CALCOCO2 CAMSAP2 CAPG CAPZA1 CAPZA2 CAPZA3 CAPZB CARMIL1 CARMIL2 CFL2 CIB1 CKAP2 CLASP1 CLASP2 CLEC16A CLN3 CRACD DMTN DSTN EIF5A EIF5A2 EIF5AL1 EPS8 ETF1 F2RL1 FGF13 FLII FYCO1 GBA1 GSN GSPT1 HDAC6 HDGFL3 IGF1R INSR IRAK3 IRGM JMJD4 KATNB1 LIMA1 LMOD1 LMOD2 LMOD3 MAP1A MAP1B MAP1S MAP6D1 MID1 MID1IP1 MTPN NAV3 NES OGFOD1 PDXP PHF23 PIK3CA PLEK PLEKHH2 RDX RUBCN SCAF4 SCAF8 SCIN SEMA5A SETX SH3BP1 SHFL SLN SMCR8 SPAST SPEF1 SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 STMN2 SVIL SWAP70 TAOK1 TBC1D25 TECPR1 TMEM39A TMOD1 TMOD2 TMOD3 TMOD4 TNF TOM1 TPX2 TRIM54 TRIOBP TRPV4 TTBK2 TWF1 TWF2 UBQLN4 UPF1 UVRAG VIL1 VILL WASHC2C WDR1 WDR47 WNK1 ZMPSTE24 GOBP_REGULATION_OF_PROTEIN_DEACETYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PROTEIN_DEACETYLATION BAZ2A BEX4 BRMS1 CCAR2 DR1 DYRK1A EP300 FNTA FRY HDAC6 IFNG KAT14 KAT2A KAT2B MAPT MBIP MIR182 NDN NEK3 NNMT PRKAA1 PRKAA2 RRP8 SGF29 SIRT1 SMARCA5 SPRED1 SPRED2 SUV39H1 TADA2A TADA3 TPPP WDR5 YEATS2 ZZZ3 GOBP_REGULATION_OF_PROTEIN_DEPHOSPHORYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PROTEIN_DEPHOSPHORYLATION ADORA1 AGTR2 AMBRA1 ANKLE2 ARPP19 BOD1 CALM1 CALM2 CALM3 CAMTA1 CD300A CD33 CDCA2 CDH5 CNEP1R1 CRY2 DLC1 ENSA FCRL3 FKBP1A FKBP1B GBA1 GNA12 GSK3B HSP90AB1 HSP90B1 HTT IKBKB ITGA1 LGALS3 LILRB2 MAGI2 MASTL MFHAS1 MGAT5 MTOR NCKAP1L NSMF NUAK1 PDGFRB PIN1 PINK1 PPIA PPP1R12A PPP1R14D PPP1R15A PPP1R15B PPP1R16B PPP1R1B PPP1R2 PPP1R2B PPP1R2C PPP1R2P1 PPP1R7 PPP1R8 PPP2R5A PPP2R5D PPP4R4 PPP6R1 PPP6R2 PPP6R3 PRKCD PTBP1 PTPA PTPRC ROCK1 ROCK2 SMPD1 SPPL3 STYXL1 SWAP70 TGFB1 TIPRL TNF TSC1 YWHAB YWHAE GOBP_REGULATION_OF_PROTEIN_DEPOLYMERIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PROTEIN_DEPOLYMERIZATION ACTN2 ADD1 ADD2 ADD3 APC APC2 ARHGEF2 ASPH ATXN7 AVIL BMERB1 CAMSAP2 CAPG CAPZA1 CAPZA2 CAPZA3 CAPZB CARMIL1 CARMIL2 CFL2 CIB1 CKAP2 CLASP1 CLASP2 CRACD DMTN DSTN EPS8 F2RL1 FGF13 FLII GSN HDAC6 HDGFL3 KATNB1 LIMA1 LMOD1 LMOD2 LMOD3 MAP1A MAP1B MAP1S MAP6D1 MID1 MID1IP1 MTPN NAV3 NES PDXP PIK3CA PLEK PLEKHH2 RDX SCIN SEMA5A SH3BP1 SLN SPAST SPEF1 SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 STMN2 SVIL SWAP70 TAOK1 TMOD1 TMOD2 TMOD3 TMOD4 TPX2 TRIM54 TRIOBP TRPV4 TTBK2 TWF1 TWF2 VIL1 VILL WASHC2C WDR1 WDR47 GOBP_REGULATION_OF_PROTEIN_DEUBIQUITINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PROTEIN_DEUBIQUITINATION ITCH NOP53 OTUD4 PARK7 TANK TNIP1 TRIM21 UBXN1 VCP ZC3H12A GOBP_REGULATION_OF_PROTEIN_EXIT_FROM_ENDOPLASMIC_RETICULUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PROTEIN_EXIT_FROM_ENDOPLASMIC_RETICULUM BCAP31 BRSK2 CD81 CRYZL2P-SEC16B DERL2 DERL3 EDEM1 EDEM2 ERLEC1 GCC2 INSIG1 OS9 SAR1A SAR1B SEC16B SLC35D3 SLC51B SORL1 SVIP TM9SF4 TMEM30A TMEM30B UBAC2 UBE2G2 UBE2J1 YOD1 GOBP_REGULATION_OF_PROTEIN_EXPORT_FROM_NUCLEUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PROTEIN_EXPORT_FROM_NUCLEUS ANP32B BAG3 BARD1 CAMK1 CDK5 CTDSPL2 DNAJC27 EMD FRAT1 FRAT2 GAS6 GSK3B IFI27 IL1B MDM2 PARK7 PPM1A PRKACA PRKD1 PTPN11 PTPN14 RANGAP1 RAPGEF3 RBM22 SFN SIRT6 SIRT7 SP100 TPR TXN UHMK1 XPO1 XPO4 YWHAE GOBP_REGULATION_OF_PROTEIN_FOLDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PROTEIN_FOLDING BAG5 DNAJB2 GRN HSPA5 PDCD5 PDCL3 POFUT2 SNRNP70 GOBP_REGULATION_OF_PROTEIN_GLYCOSYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PROTEIN_GLYCOSYLATION ABCA2 ACER2 ALG10B CHP1 FKTN GOLGA2 IL15 MGAT4D POMT1 POMT2 RAMP1 SLC51B GOBP_REGULATION_OF_PROTEIN_IMPORT_INTO_NUCLEUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PROTEIN_IMPORT_INTO_NUCLEUS ANGPT1 APOD BAG3 BMP4 CABP1 CD36 CDH1 CDK1 CHP1 CHP2 DMAP1 ECT2 EFCAB7 EP300 FERMT1 FLNA GLI3 HCLS1 HDAC3 HSP90AA1 HYAL2 IFNG IPO5 JAK2 JUP LEP MAPK14 MAVS MDFIC NF1 NUP54 NUP58 PIK3R1 PIK3R2 PKIA PKIG PRKCD PRKD1 PSEN1 PTGS2 RAB23 RAN RBM22 SHH SIRT6 SMAD3 SMO SUFU SUMO1 TARDBP TGFB1 TPR TRIM28 UBR5 UFM1 ZC3H12A ZIC1 ZPR1 GOBP_REGULATION_OF_PROTEIN_K48_LINKED_UBIQUITINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PROTEIN_K48_LINKED_UBIQUITINATION BIRC2 GABARAP NMI PPIA TCF25 TRIM44 GOBP_REGULATION_OF_PROTEIN_K63_LINKED_UBIQUITINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PROTEIN_K63_LINKED_UBIQUITINATION BIRC2 CEP63 DDX3X GPS2 MIR138-1 NOD2 PARP10 PLAA PTPN22 RIPK2 SASH1 UBE2N UBE2V1 UBE2V2 GOBP_REGULATION_OF_PROTEIN_KINASE_A_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PROTEIN_KINASE_A_SIGNALING ADGRV1 ADIPOQ ADISSP ADRB2 AIP AKAP12 AKAP5 AKAP6 AKAP7 CALCR FSHR IAPP LRRK2 MC1R MIF PDE4A PJA2 RAMP3 SPATC1L TCIM GOBP_REGULATION_OF_PROTEIN_KINASE_C_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PROTEIN_KINASE_C_ACTIVITY CEMIP DIPK2A EGFR TCIM WNT5A GOBP_REGULATION_OF_PROTEIN_KINASE_C_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PROTEIN_KINASE_C_SIGNALING ADGRV1 ADRA1A AKAP12 CD40 DGKD DGKG FLT4 GPD1L MC1R MYADM SEZ6 SEZ6L SEZ6L2 SPHK2 ULK4 VEGFA WNT11 WNT5A GOBP_REGULATION_OF_PROTEIN_LIPIDATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PROTEIN_LIPIDATION ATG101 ATG13 DBI GBA1 HHATL RAB3GAP1 RAB3GAP2 RABL3 RB1CC1 SVIP ULK1 GOBP_REGULATION_OF_PROTEIN_LOCALIZATION_TO_CELL_CORTEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PROTEIN_LOCALIZATION_TO_CELL_CORTEX EPB41 EPB41L2 GNAI1 GPSM2 MISP NUMA1 PLK1 PPP1R9B SAPCD2 GOBP_REGULATION_OF_PROTEIN_LOCALIZATION_TO_CELL_PERIPHERY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PROTEIN_LOCALIZATION_TO_CELL_PERIPHERY ABCA2 ABI3 ACSL3 ACTB ADAM10 AGR2 AKAP5 AKT1 AP2M1 APPL1 AR ARF6 ARHGAP44 ARHGEF16 ATP2B4 ATP2C1 BCL2L1 CACNG2 CDK5 CIB1 CLIP3 CLN3 CLTC CNPY4 CNST CPLX1 CSK CSRP3 DAB2 DAG1 DLG1 DPP10 EFCAB7 EGFR EIF4G1 EPB41 EPB41L2 EPHA2 EPHA3 EPHB2 EZR GBP1 GHSR GNAI1 GPC4 GPC6 GPER1 GPSM2 GRIPAP1 HECTD1 HRAS IFNG INS IQSEC2 ITGA3 ITGB1 KIF5B LDLRAP1 LGALS3 LRP1 LRRC15 LYPD1 LYPLA1 LZTFL1 MIR223 MISP MMP14 MRAP MRAP2 NETO2 NHLRC1 NKD2 NUMA1 NUMB OGT PDPK1 PGRMC1 PIAS1 PICALM PID1 PIK3R1 PIK3R2 PKDCC PLK1 PLS1 PPFIA1 PPP1R9B PPP2R5A PRKCE PRKCH PRKCI PRKCZ PRNP PTPN9 RAB11FIP2 RAB38 RACK1 RAMP3 RANGRF RAP1A RER1 RHOG RHOQ RSC1A1 SAPCD2 SIRT6 SNCA SORBS1 SPTBN1 SQSTM1 STAC STAC2 STAC3 STX3 STX4 STX7 STX8 TAMALIN TGFB1 TMBIM1 TMED2 TMEM59 TNF TREM2 VAMP8 VIL1 VPS35 VPS4A VTI1B WNK1 WNK3 WNK4 WNT3A ZDHHC2 ZDHHC5 ZDHHC7 ZDHHC8 GOBP_REGULATION_OF_PROTEIN_LOCALIZATION_TO_CELL_SURFACE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PROTEIN_LOCALIZATION_TO_CELL_SURFACE ABCA12 ABCA2 ABCA7 ACTN2 AKT1 ARF6 ASTN2 BDNF CAV3 CD247 COMMD1 CTNNB1 EGF EPHB2 ERBB4 GBF1 GOPC GPD1L GPM6B HFE HSP90AB1 KCNAB2 LEPROT LRIG2 MAP1A MIR520B MIR520E NEDD4L PICALM RAB11B RAB11FIP5 RANGRF RIC3 SNX33 STX3 STX4 TAX1BP3 TM9SF4 TMEM35A TNF TOR1A TYROBP GOBP_REGULATION_OF_PROTEIN_LOCALIZATION_TO_CENTROSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PROTEIN_LOCALIZATION_TO_CENTROSOME APC BICD1 CEP250 CEP72 GSK3B MARK4 NSFL1C NUP62 PARD6A RAB11A RAB11FIP3 UBXN2B GOBP_REGULATION_OF_PROTEIN_LOCALIZATION_TO_CHROMATIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PROTEIN_LOCALIZATION_TO_CHROMATIN CDK9 LNCPRESS1 PIAS4 RNF4 SETD2 SIRT6 SPI1 VCP VCPIP1 VRK1 WAPL GOBP_REGULATION_OF_PROTEIN_LOCALIZATION_TO_CHROMOSOME_TELOMERIC_REGION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PROTEIN_LOCALIZATION_TO_CHROMOSOME_TELOMERIC_REGION CCT2 CCT3 CCT4 CCT5 CCT6A CCT7 CCT8 DKC1 GNL3 GNL3L MACROH2A1 TCP1 TERF1 WRAP53 GOBP_REGULATION_OF_PROTEIN_LOCALIZATION_TO_CILIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PROTEIN_LOCALIZATION_TO_CILIUM CCDC66 CCDC88A CROCC DZIP1 EFCAB7 ENTR1 GAS8 GDI2 GSK3B INPP5E LZTFL1 GOBP_REGULATION_OF_PROTEIN_LOCALIZATION_TO_ENDOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PROTEIN_LOCALIZATION_TO_ENDOSOME ABHD17A ABHD17B ABHD17C ANKRD13A DTX3L EGF EZR MGAT3 MSN NF2 RDX ROCK2 SORL1 GOBP_REGULATION_OF_PROTEIN_LOCALIZATION_TO_LYSOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PROTEIN_LOCALIZATION_TO_LYSOSOME AKT1 GPR137B LAMTOR1 MEAK7 ROCK2 GOBP_REGULATION_OF_PROTEIN_LOCALIZATION_TO_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PROTEIN_LOCALIZATION_TO_MEMBRANE ABI3 ACSL3 ACTB ADAM10 AGR2 AKAP5 AKT1 AKT2 ANK3 AP2M1 APPL1 AR ARF6 ARHGAP44 ARHGEF16 ATP2B4 ATP2C1 BBC3 BCL2L1 C2CD5 CACNG2 CD81 CDH2 CDK5 CDK5R1 CEMIP CHP1 CIB1 CLIP3 CLN3 CLTC CNPY4 CNST CPLX1 CRIPT CRKL CSK CSRP3 DAB2 DAG1 DLG1 DMTN DPP10 EFCAB7 EGFR EPHA2 EPHA3 EPHB2 ERBB2 EZR FIS1 FRRS1L FYN FZD9 GBP1 GDI1 GHSR GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 GPER1 GRIPAP1 GSN GZMB HECTD1 HPCA HRAS IFNG INPP5K INS IQSEC2 ITGA3 ITGAM ITGB1 ITGB1BP1 ITGB2 KCNB1 KCNE1 KIF5B LDLRAP1 LGALS3 LRP1 LRP4 LRRC15 LYPD1 LYPLA1 LZTFL1 MAPK8 MESD MFF MIEF1 MIEF2 MIR223 MMP14 MRAP MRAP2 MTCL1 MYO1C NECAB2 NETO2 NHLRC1 NKD2 NLGN2 NMT1 NUMB OGT PDCD5 PDPK1 PDZK1 PGRMC1 PICALM PID1 PIK3CA PIK3R1 PIK3R2 PKDCC PLS1 PPFIA1 PPP1R9B PPP2R5A PRKCE PRKCH PRKCI PRKCZ PRKN PRNP PTPN9 RAB11FIP2 RACK1 RAMP3 RANGRF RAP1A RER1 RHOG RHOQ RSC1A1 SHISA6 SHISA7 SIRT6 SLC1A1 SLC51B SLC5A3 SLC7A11 SORBS1 SPTBN1 SQSTM1 SSH1 STAC STAC2 STAC3 STOM STX3 STX4 STX7 STX8 TAMALIN TCAF1 TCAF2 TGFB1 TMBIM1 TMED2 TMEM59 TNF TNFAIP6 TREM2 USP17L2 VAMP8 VIL1 VPS4A VTI1B WNK1 WNK3 WNK4 WNT3A ZDHHC2 ZDHHC5 ZDHHC7 ZDHHC8 ZMYND8 GOBP_REGULATION_OF_PROTEIN_LOCALIZATION_TO_NUCLEOLUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PROTEIN_LOCALIZATION_TO_NUCLEOLUS BYSL CACNB4 GLUL MCRS1 NMD3 NPM1 NVL PINX1 POLR1A TERT GOBP_REGULATION_OF_PROTEIN_LOCALIZATION_TO_NUCLEUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PROTEIN_LOCALIZATION_TO_NUCLEUS AKT1 ANGPT1 APOD ATP13A2 BAG3 BMP4 BYSL CABP1 CACNB4 CARD10 CCT2 CCT3 CCT4 CCT5 CCT6A CCT7 CCT8 CD2AP CD36 CDH1 CDK1 CDK5RAP3 CHP1 CHP2 CLDN18 CREBBP CTNNA1 DCLK1 DCLK2 DKC1 DMAP1 DTX3L ECT2 EFCAB7 EIF2AK3 EP300 F2 FBXO4 FERMT1 FERMT2 FLCN FLNA FYN GLI3 GLIS2 GLUL GSK3B HCLS1 HDAC3 HSP90AA1 HYAL2 IFNG ILRUN INS IPO5 IPO7 JAK1 JAK2 JUP KAT7 LAMTOR5 LARP7 LATS1 LATS2 LEP LILRB4 LIMK2 LMNA LZTS2 MAGED1 MAPK14 MARK3 MAVS MCRS1 MDFIC MEPCE MFHAS1 MTOR NF1 NF2 NGFR NMD3 NPM1 NUP54 NUP58 NVL ORMDL3 OTUD7B PARK7 PARP1 PARP9 PIK3R1 PIK3R2 PIN1 PINX1 PKIA PKIG PLK1 POLR1A PPP3CB PRKCD PRKD1 PSEN1 PTGS2 PYHIN1 RAB23 RAN RASSF5 RBM22 SESN2 SHH SIN3A SIRT6 SMAD3 SMO SRC STK11 SUFU SUMO1 SUMO3 SUMO4 TARDBP TCF7L2 TCP1 TERT TESK1 TFRC TGFB1 TMEM98 TPR TRIM28 TRIM29 TRIM40 TRIM8 TYK2 UBR5 UFM1 WWTR1 YAP1 YWHAZ ZC3H12A ZIC1 ZPR1 GOBP_REGULATION_OF_PROTEIN_LOCALIZATION_TO_PLASMA_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PROTEIN_LOCALIZATION_TO_PLASMA_MEMBRANE ABI3 ACSL3 ACTB AGR2 AKAP5 AKT1 AP2M1 APPL1 AR ARF6 ARHGAP44 ARHGEF16 ATP2B4 ATP2C1 BCL2L1 CDK5 CIB1 CLIP3 CLN3 CLTC CNPY4 CNST CSK CSRP3 DAB2 DLG1 DPP10 EGFR EPHA2 EPHA3 EPHB2 EZR GBP1 GPER1 GRIPAP1 HECTD1 IFNG INS ITGA3 ITGB1 KIF5B LDLRAP1 LGALS3 LRP1 LRRC15 LYPD1 LYPLA1 MIR223 MMP14 MRAP MRAP2 NHLRC1 NKD2 NUMB PDPK1 PGRMC1 PICALM PID1 PIK3R1 PIK3R2 PKDCC PLS1 PPFIA1 PPP1R9B PPP2R5A PRKCE PRKCH PRKCI PRNP PTPN9 RAB11FIP2 RACK1 RAMP3 RANGRF RER1 RHOG RHOQ RSC1A1 SIRT6 SORBS1 SPTBN1 SQSTM1 STAC STAC2 STAC3 STX3 STX4 STX7 STX8 TAMALIN TGFB1 TMBIM1 TMED2 TMEM59 TNF TREM2 VAMP8 VIL1 VPS4A VTI1B WNK1 WNK3 WNK4 WNT3A ZDHHC2 ZDHHC5 ZDHHC7 ZDHHC8 GOBP_REGULATION_OF_PROTEIN_LOCALIZATION_TO_SYNAPSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PROTEIN_LOCALIZATION_TO_SYNAPSE ABHD17B ADAM10 ARHGAP44 CLSTN3 DAG1 DLG1 DVL1 GHSR GPC4 GPC6 GRIPAP1 HRAS IQSEC2 MAPT NETO2 NLGN2 OGT PRKCZ RAP1A TAMALIN WNT5A WNT7A GOBP_REGULATION_OF_PROTEIN_MATURATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PROTEIN_MATURATION ACP4 ADAM8 ANGPTL8 ANXA2 ASTL BAG2 BCL2L12 CARD16 CARD18 CARD8 CAST CCBE1 CDK20 CHAC1 CLEC3B CLN3 CNTN2 CPB2 CST7 CTSZ ENO1 F12 GAS1 GLG1 GSN HPN IFT52 IL1R2 INPP5B KLKB1 LDLRAD3 LRRK2 MAGEA3 MDM2 MELTF MMP14 MYH9 NKD2 NLRC4 NLRP7 NOL3 PLAT PLAU PLAUR PLGRKT PRKACA PRKACB PRNP PRSS37 RASAL2 RFX4 RHBDD1 RNF139 RPS6KA2 RUNX1 S100A10 SERPINE1 SERPINE2 SERPINF2 SIRT4 SNX12 SOX4 SPON1 SRC TFR2 THBS1 TMEM98 TNP1 TNP2 USP17L2 XIAP GOBP_REGULATION_OF_PROTEIN_MODIFICATION_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PROTEIN_MODIFICATION_PROCESS ABCA2 ABI1 ABL1 ACE ACER2 ACP4 ACTB ACVR1 ACVR2A ADAM17 ADAM8 ADAM9 ADAR ADARB1 ADCY10 ADCY8 ADCYAP1 ADGRB1 ADIPOQ ADNP ADORA1 ADRA2A ADRA2B ADRA2C ADRB2 ADTRP AGAP2 AGER AGT AGTR2 AIDA AIMP2 AKAP9 AKT1 AKT1S1 AKT2 AKTIP ALG10B ALS2 AMBRA1 AMER1 ANG ANGPT1 ANGPT4 ANKLE2 ANKRD54 APC APLNR APOA1 APOE APP ARAF AREG ARHGEF2 ARHGEF5 ARID5A ARL2BP ARNT ARPP19 ARR3 ARRB1 ARRB2 ARRDC3 ARRDC4 ASPSCR1 ATF2 ATG10 ATG101 ATG13 ATG14 ATG5 ATG7 ATP2B4 AURKB AUTS2 AVP AXIN1 AXIN2 AZU1 BAG2 BAG4 BAG5 BAK1 BANK1 BAX BAZ1B BAZ2A BCAR3 BCCIP BCL10 BCL2 BDKRB1 BDKRB2 BDNF BEX1 BEX2 BEX3 BEX4 BIRC2 BIRC3 BIRC5 BIRC7 BIRC8 BLM BMAL1 BMI1 BMP2 BMP4 BMP6 BOD1 BORA BRAF BRAT1 BRCA1 BRMS1 BST1 BTRC C1orf112 C3 C5AR1 C9orf72 CAB39 CACTIN CACUL1 CADM1 CADM4 CALCA CALCR CALM1 CALM2 CALM3 CAMK1 CAMK2N1 CAMK2N2 CAMKK1 CAMKK2 CAMLG CAMP CAMTA1 CAPN3 CAPRIN2 CARD10 CARD14 CARTPT CASS4 CAV1 CAV3 CBL CBLB CBLC CCAR2 CCDC88A CCDC88C CCL19 CCL21 CCL5 CCN1 CCNA1 CCNA2 CCNB1 CCNB2 CCNB3 CCND1 CCND2 CCND3 CCNE1 CCNE2 CCNF CCNG1 CCNG2 CCNH CCNI CCNI2 CCNJ CCNJL CCNK CCNO CCNP CCNT1 CCNT2 CCNY CCNYL1 CCNYL2 CCNYL3 CCR7 CD109 CD24 CD300A CD33 CD36 CD3E CD4 CD40 CD44 CD6 CD74 CD80 CD86 CDC14B CDC20 CDC25A CDC25C CDC37 CDC6 CDCA2 CDCA8 CDH5 CDK12 CDK2AP1 CDK5 CDK5R1 CDK5R2 CDK5RAP1 CDK5RAP3 CDK7 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CDKN2D CDKN3 CDON CDYL CEACAM1 CEBPA CEMIP CENPE CENPS CENPX CEP295 CEP43 CEP63 CEP85 CHFR CHI3L1 CHMP6 CHP1 CHRNA3 CHRNA7 CIB1 CLCF1 CLDN19 CLDN3 CLEC6A CLIP3 CLN3 CLSPN CLU CNEP1R1 CNKSR3 CNOT7 CNOT9 CNTF COMMD1 COPS2 COPS3 COPS4 COPS5 COPS6 COPS7A COPS7B COPS8 COPS9 CORO1C CREBL2 CRKL CRLF1 CRTAP CRY1 CRY2 CSF1 CSF1R CSF2 CSF3 CSH1 CSH2 CSHL1 CSNK1D CSPG4 CTDSP1 CTDSP2 CTDSPL CTF1 CTNNB1 CUL3 CX3CL1 CX3CR1 DAB2 DAB2IP DAXX DBI DBNDD1 DBNDD2 DCUN1D1 DCUN1D2 DCUN1D3 DCUN1D4 DCUN1D5 DDR2 DDRGK1 DDX21 DDX3X DEFB114 DEK DEPTOR DERL1 DGKQ DIP2A DIP2B DIPK2A DIRAS1 DIRAS2 DIRAS3 DKK1 DLC1 DLG3 DLG4 DMD DMTN DNAJA1 DNAJB2 DNAJC10 DNAJC3 DOCK7 DOK7 DR1 DRD1 DRD2 DRD4 DTNBP1 DTX3L DUSP1 DUSP10 DUSP16 DUSP19 DUSP22 DUSP3 DUSP6 DUSP7 DVL1 DVL2 DVL3 DYNAP DYRK1A ECT2 EDN1 EDN3 EDNRB EEF2K EFNA1 EFNA5 EGF EGFR EGR1 EHD4 EHMT1 EHMT2 EIF2AK1 EIF2AK3 EIF4G1 ELANE EMP2 ENG ENPP1 ENPP2 ENSA EP300 EPAS1 EPGN EPHA1 EPHA4 EPHA7 EPHB2 EPO ERBB2 ERBB3 ERBB4 ERCC6 EREG ERN1 ERP29 ERRFI1 ETAA1 EZH2 F2 FAM107A FAM161A FAM20A FANCI FANCM FAS FAXDC2 FBH1 FBLN1 FBXO2 FBXO33 FBXO4 FBXO5 FBXW7 FCGR1A FCRL3 FECH FER FERMT2 FGF1 FGF10 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FGFR3 FGR FIZ1 FKBP1A FKBP1B FKBP8 FKTN FLCN FLOT1 FLT1 FLT3 FLT4 FMR1 FN1 FNIP1 FNIP2 FNTA FOXF2 FPR2 FRY FSCB FXR1 FXR2 FXYD1 FYN FZD1 FZD10 FZD8 FZR1 G6PD GABARAP GADD45A GAS6 GATA1 GATA2 GBA1 GCG GCLC GFRA1 GGNBP2 GH1 GH2 GHR GJC2 GNA12 GNAQ GNL3 GNL3L GOLGA2 GPD1L GPER1 GPNMB GPRC5A GPRC5B GPS1 GPS2 GREM1 GRM5 GSK3A GSK3B GSKIP GSTP1 GTF2H1 GTPBP4 HAX1 HBEGF HCFC1 HCLS1 HDAC2 HDAC3 HDAC4 HDAC6 HDAC8 HEG1 HERC5 HERPUD1 HES1 HES5 HEXIM1 HEXIM2 HGF HGS HHATL HHEX HIF1A HINT2 HIPK2 HIPK3 HLA-DRB1 HMG20A HMG20B HMGA2 HPX HRAS HRC HRG HSF1 HSP90AA1 HSP90AB1 HSP90B1 HSPA1A HSPA1B HSPA2 HSPA5 HSPB1 HSPBP1 HTR2A HTR2B HTT HUS1 HUWE1 HYAL2 IBTK IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IFNE IFNG IFNK IFNL1 IFNW1 IGF1 IGF2 IGFBP3 IKBKB IL11 IL12A IL12B IL13 IL15 IL18 IL1B IL2 IL20 IL21 IL22RA2 IL23A IL23R IL24 IL3 IL31RA IL34 IL4 IL5 IL6 IL6R IL6ST IL7 IL9 ILK IMPACT INAVA INCA1 INCENP INHBA INPP5F INPP5J INPP5K INS INSM1 INSR IP6K2 IPO5 IPO7 IQGAP1 IQGAP3 IRAK1 IRAK3 IRGM ISG15 ISL1 ITCH ITGA1 ITGA5 ITGB1BP1 ITGB2 ITGB3 ITLN1 ITPKB IVNS1ABP JAK2 JTB KANSL1 KANSL2 KANSL3 KAT14 KAT2A KAT2B KAT5 KAT8 KDM1A KDM4D KDR KIF14 KIRREL1 KIRREL2 KIT KITLG KLF15 KLHL31 KLHL40 KNDC1 KRAS KSR1 LACRT LAPTM5 LAT LATS1 LATS2 LAX1 LCP2 LEP LEPR LGALS3 LIF LILRA5 LILRB2 LILRB4 LIMCH1 LIMK1 LIMK2 LONP1 LOX LRP4 LRP5 LRP6 LRP8 LRRK1 LRRK2 LTF LYN MACROH2A1 MAD2L1 MAD2L2 MAGEA2 MAGEA2B MAGEC2 MAGI2 MALT1 MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K5 MAP2K6 MAP2K7 MAP3K10 MAP3K11 MAP3K12 MAP3K13 MAP3K4 MAP3K5 MAP3K7 MAP4K2 MAPK1 MAPK3 MAPK8IP1 MAPK9 MAPKAP1 MAPRE3 MAPT MARCHF6-DT MARCHF7 MARCO MARK2 MAS1 MASTL MAVS MBIP MCRS1 MECP2 MEN1 MFHAS1 MGAT4D MGAT5 MICAL1 MIF MINAR1 MIR1-1 MIR101-1 MIR103A1 MIR106B MIR125B1 MIR128-1 MIR132 MIR133A1 MIR137 MIR138-1 MIR143 MIR146A MIR15A MIR182 MIR19A MIR19B1 MIR20A MIR21 MIR212 MIR217 MIR218-1 MIR219A1 MIR221 MIR24-1 MIR26B MIR27B MIR30B MIR34A MIR483 MIR711 MIR92A1 MLST8 MLXIPL MMD MMD2 MMP9 MNAT1 MOB1A MOB1B MOB2 MOB3A MOB3B MOB3C MRE11 MRNIP MST1 MST1R MT3 MTA1 MTBP MTCP1 MTOR MUL1 MUSK MVP MYADM MYBBP1A MYCBP2 MYDGF MYOCD N4BP1 NAB2 NBN NCF1 NCK1 NCK2 NCKAP1L NCL NCOA7 NDFIP1 NDFIP2 NDN NDUFS4 NEDD9 NEK10 NEK3 NELFA NELFE NF1 NF2 NFYA NFYB NFYC NGF NHERF1 NHLRC1 NIBAN1 NKX3-1 NLRP12 NLRP2B NMI NNMT NNT NOD2 NOP53 NOS1 NOS1AP NOX4 NPM1 NPPA NPTN NR2F2 NRG1 NRP1 NSD1 NSMCE3 NSMF NTF3 NTF4 NTRK1 NTRK2 NTRK3 NUAK1 NUPR1 NXN OCLN ODAM OGT OPRD1 OSBP OSBPL8 OSM OTUD4 OXR1 P2RX7 P2RY1 P3H1 PAK1 PAK2 PAQR3 PARD3 PARD6A PARK7 PARP10 PARP14 PARP9 PAX6 PAXIP1 PBK PDCD10 PDCD4 PDCD6 PDCL3 PDE4D PDGFA PDGFB PDGFC PDGFD PDGFRB PDPK1 PECAM1 PEF1 PELI1 PELI2 PER2 PFN2 PGF PHB1 PHB2 PHF20 PHF23 PHIP PIAS1 PIAS3 PIAS4 PIBF1 PID1 PIH1D1 PIK3CA PIK3CB PIK3CG PIK3R3 PIK3R5 PIK3R6 PILRB PIN1 PINK1 PINX1 PIP5KL1 PKD1 PKD2 PKIA PKIB PKIG PKMYT1 PKN1 PLA2G1B PLAA PLAUR PLCE1 PLCG2 PLK1 PLPP3 PLXNB2 PML POMT1 POMT2 PPARG PPARGC1A PPEF2 PPIA PPIB PPM1E PPM1F PPP1R12A PPP1R14D PPP1R15A PPP1R15B PPP1R16B PPP1R1B PPP1R2 PPP1R2B PPP1R2C PPP1R2P1 PPP1R7 PPP1R8 PPP1R9B PPP2CA PPP2R1A PPP2R5A PPP2R5B PPP2R5D PPP4R4 PPP6R1 PPP6R2 PPP6R3 PRDM12 PRICKLE1 PRKAA1 PRKAA2 PRKAG1 PRKAG2 PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCD PRKCE PRKCG PRKCZ PRKD1 PRKDC PRKN PRKRIP1 PRLR PRMT3 PRNP PROM2 PROX1 PRR5 PRR5L PRRC1 PSEN1 PSMD10 PSRC1 PTBP1 PTEN PTGS2 PTK2 PTK2B PTK6 PTPA PTPN1 PTPN11 PTPN13 PTPN2 PTPN22 PTPN6 PTPRB PTPRC PTPRJ PTPRO PTPRQ PTPRT PTTG1IP PWP1 PYCARD PYDC1 QARS1 RAB3GAP1 RAB3GAP2 RABGEF1 RABL3 RAC1 RACK1 RAD50 RAD51 RAF1 RALB RALBP1 RAMP1 RAMP3 RAP1A RAP2A RAP2B RAP2C RAPGEF2 RARRES2 RASD2 RASGRP1 RASIP1 RASSF2 RASSF5 RB1 RB1CC1 RBX1 RCHY1 RELA RELN RET RGCC RGN RGS14 RGS2 RHOA RICTOR RIPK1 RIPK2 RIPK3 RIT2 RNF111 RNF180 ROBO1 ROCK1 ROCK2 ROPN1 ROPN1B ROPN1L RPL11 RPL23 RPL5 RPS2 RPS3 RPS7 RPTOR RRP8 RSPO1 RTRAF RWDD3 S100A12 S1PR2 SAE1 SAMSN1 SASH1 SEMA4D SEMA7A SENP2 SEPTIN4 SERPINB3 SERTAD1 SESN2 SET SF3B1 SFN SFRP1 SFRP2 SGF29 SH2D3A SH2D3C SH3BP5 SH3BP5L SH3GL2 SH3RF2 SIAH2 SIRPA SIRT1 SIRT2 SIRT7 SKP1 SKP2 SLC11A1 SLC1A1 SLC51B SLC8A1 SLC8A2 SLC8A3 SLCO3A1 SLIT2 SMAD7 SMARCA5 SMCR8 SMG8 SMPD1 SMPD3 SMYD3 SNCA SNF8 SNTA1 SNX6 SNX9 SOCS1 SOCS3 SOCS4 SOCS5 SOD1 SORL1 SOX4 SOX9 SPAG9 SPATC1L SPDYA SPHK1 SPINK1 SPN SPOPL SPPL3 SPRED1 SPRED2 SPRTN SPRY1 SPRY2 SPRY3 SPRY4 SPSB4 SPTBN4 SQSTM1 SRC SRCIN1 STAT2 STK11 STK38 STK4 STOX1 STRADA STRADB STUB1 STYXL1 SUV39H1 SVBP SVIP SWAP70 SYAP1 SYK TAB1 TAB2 TADA2A TADA2B TADA3 TAF1 TAF7 TANK TAOK1 TAOK2 TAOK3 TARBP2 TARDBP TBC1D24 TBC1D7 TBK1 TBX1 TCF25 TCIM TCL1A TCL1B TDGF1 TEK TELO2 TENM1 TERF2IP TESK1 TFAP4 TFRC TGFA TGFB1 TGFB2 TGFBR1 TGFBR2 THBS1 THBS4 THPO THY1 TICAM1 TIPRL TIRAP TLR3 TLR4 TLR6 TLR7 TLR8 TLR9 TMED2 TMEM102 TMEM119 TNF TNFAIP3 TNFRSF10A TNFRSF10B TNFRSF11A TNFRSF14 TNFRSF18 TNFRSF1A TNFSF11 TNFSF15 TNFSF18 TNIK TNIP1 TNK2 TNKS1BP1 TOLLIP TOM1L1 TOPORS TP53 TPD52L1 TPPP TPX2 TRABD2A TRABD2B TRAF2 TRAF3IP1 TRAF4 TRAF6 TREM2 TRIB1 TRIB2 TRIB3 TRIM21 TRIM27 TRIM44 TRIM6 TRIM65 TRPC5 TSC1 TSC2 TSG101 TSLP TSPO TSPYL2 TSPYL5 TTBK1 TTC36 TTN TWF1 TXN U2AF2 UBA2 UBASH3B UBB UBE2B UBE2C UBE2D1 UBE2I UBE2K UBE2L3 UBE2N UBE2S UBE2V1 UBE2V2 UBE3A UBQLN1 UBXN1 UBXN2A UCHL1 UCN UFL1 ULK1 UNC119 USP4 USP44 UVRAG VCP VEGFA VEGFB VEGFC VEGFD VPS25 VPS28 VTN WARS1 WASHC1 WBP1L WDFY2 WDR48 WDR5 WFS1 WNK1 WNK3 WNT1 WNT3A WNT5A WNT9B WWTR1 XDH XIAP XRCC5 XRCC6 YEATS2 YES1 YWHAB YWHAE YWHAG ZBED3 ZC3H12A ZFP91 ZFYVE28 ZGPAT ZNF592 ZNF675 ZZZ3 GOBP_REGULATION_OF_PROTEIN_MONOUBIQUITINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PROTEIN_MONOUBIQUITINATION BIRC2 FANCM PDCD6 PEF1 UBB WDR48 GOBP_REGULATION_OF_PROTEIN_NEDDYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PROTEIN_NEDDYLATION COPS2 COPS3 COPS4 COPS5 COPS6 COPS7A COPS7B COPS8 COPS9 DCUN1D1 DCUN1D2 DCUN1D3 DCUN1D4 DCUN1D5 EPAS1 GPS1 HIF1A RPL11 RPL5 GOBP_REGULATION_OF_PROTEIN_OLIGOMERIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PROTEIN_OLIGOMERIZATION ABCA3 ISG15 JMJD6 TRIM65 VPS35 GOBP_REGULATION_OF_PROTEIN_POLYMERIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PROTEIN_POLYMERIZATION ABITRAM ABL1 ADD1 ADD2 ADD3 AKAP9 ALOX15 AMBRA1 ANKRD53 ARF6 ARFGEF1 ARHGAP18 ARHGAP28 ARHGAP40 ARHGEF7 ARL2 ARPC2 ARPC3 ARPC5 ARPC5L AVIL BAG4 BAIAP2 BAIAP2L1 BAIAP2L2 BBS4 BIN1 C15orf62 CAMSAP1 CAMSAP2 CAMSAP3 CAPG CAPZA1 CAPZA2 CAPZA3 CAPZB CARMIL1 CARMIL2 CAV3 CCL11 CCL21 CCL24 CCL26 CCR7 CDC42EP1 CDC42EP2 CDC42EP3 CDC42EP4 CDC42EP5 CDH5 CDK5R1 CDK5RAP2 CDKN1B CKAP5 CLASP1 CLIP1 CLIP3 CORO1A COTL1 CRACD CSF3 CTTN CYFIP1 CYFIP2 CYRIA CYRIB DAAM2 DCTN1 DLG1 DMTN DRG1 DYRK1A ELN EML2 EPS8 ESAM EVL FCHSD1 FCHSD2 FER FES FHOD3 FKBP4 FLII FMN1 GBA2 GIT1 GRB2 GSN HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HAX1 HCK HCLS1 HIP1R HSP90AA1 HSPA1A HSPA1B KANK1 KANK2 KANK3 KANK4 KIRREL1 LATS1 LMOD1 LMOD2 LMOD3 MAP1B MAP2 MAPRE1 MAPRE3 MAPT MECP2 MEGF9 MET MIR214 MKKS MLST8 MTOR MTPN MYADM NAV3 NCK1 NCK2 NCKAP1 NCKAP1L NPHS1 NUMA1 OCLN PAK1 PAK3 PDE4DIP PFN1 PFN2 PFN3 PFN4 PIK3R2 PINK1 PLEKHG2 PREX1 PRKCD PRKCE PRUNE1 PSRC1 PTK2B PYCARD RAC1 RANGRF RASA1 RDX RICTOR RPS3 SCIN SLAIN1 SLAIN2 SLC39A12 SLIT2 SNCA SNX9 SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 SSH1 SSH2 SSH3 STMN1 STMN2 SVIL TBCD TENM1 TMOD1 TMOD2 TMOD3 TMOD4 TMSB10 TMSB15A TMSB15B TMSB15C TMSB4X TMSB4Y TOGARAM1 TPPP TPPP2 TPPP3 TRIOBP TTBK1 TUBB4A TWF1 TWF2 VASP VDAC2 VIL1 VILL WASHC2C GOBP_REGULATION_OF_PROTEIN_POLYUBIQUITINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PROTEIN_POLYUBIQUITINATION BIRC2 CEP63 DDX3X FBXO4 FOXF2 GABARAP GPS2 MARCHF7 MIR138-1 NMI NOD2 PARP10 PLAA PPIA PRKN PTPN22 RIPK2 SASH1 SKP2 SPSB4 TCF25 TRIM44 TTC36 UBE2D1 UBE2N UBE2V1 UBE2V2 XIAP GOBP_REGULATION_OF_PROTEIN_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PROTEIN_SECRETION AACS ABAT ABCA12 ABCC8 ABCG1 ACHE ACSL4 ACVR1C ADAM8 ADAM9 ADCY5 ADCY8 ADORA2A ADRA2A ADTRP ALOX5 ANG ANKRD1 ANO1 APBB1 APBB3 APOE ARF6 ARFIP1 ATP13A2 BAD BAIAP3 BLK BMAL1 BMP6 BMP8A BRSK2 C1QTNF12 C1QTNF3 C2CD2L CAPN10 CARTPT CASR CCL5 CCN3 CD200 CD2AP CD33 CD38 CDK16 CELA2A CFTR CHGA CHRM3 CLOCK CNR1 CPT1A CYP51A1 DNAJC1 DNM1L DOC2B DPH3 DRD2 DRD3 DRD4 EFNA5 EIPR1 ENSA ENY2 EPHA5 ERP29 EXPH5 F2 F2R F2RL1 F2RL2 FAM3D FFAR1 FFAR2 FGA FGB FGG FKBP1B FOXA2 FOXO1 FRMD4A G6PC2 GCG GCK GHRL GHSR GIP GIPR GLUD1 GNA11 GNAZ GOLPH3 GOLPH3L GPER1 GPLD1 GPR27 GPR68 HADH HCAR2 HIF1A HLA-DRB1 HMGCR HNF4A IER3IP1 IFNG IGF1 IL12A IL12B IL13 IL1A IL1B IL6 INHBB INS IRS1 IRS2 ISL1 ITPR1 JAGN1 JAK2 KCNA5 KCNB1 KCNJ11 KCNN4 KLF7 KRT20 LEP LLGL1 LLGL2 LRP5 LRRC8A MCU MIDN MIR146A MIR199A1 MIR199B MIR19A MIR19B1 MIR29B1 MIR30C1 MIR766 MIR93 MPC2 MTNR1B MYH10 MYO18A MYOM1 MYRIP NADK NDUFAF2 NEO1 NEUROD1 NKX6-1 NLGN2 NNAT NOS2 NR0B2 NR1D1 NR1H2 NR1H3 NR1H4 OPRM1 OR51E2 ORAI1 OSBP P2RX7 P3H1 PARD6A PCK2 PCSK1 PDE8B PDX1 PER2 PFKFB2 PFKL PFKM PICK1 PIM3 PLA2G1B PLA2G6 PLCB1 PPARG PPIA PPID PPP3CA PPP3CB PRKACA PRKAR1A PRKCB PRKCE PRKN PSMD9 PTPN11 PTPN23 RAB11FIP1 RAB11FIP3 RAB11FIP5 RAP1GDS1 RAPGEF4 RBP4 REST RFX3 RFX6 RHBDD3 RHBDF1 RHBDF2 RPH3AL RSAD2 SAA1 SEC24A SERGEF SERP1 SFRP1 SIDT2 SIRT3 SIRT4 SIRT6 SLC12A2 SLC16A1 SLC25A22 SLC2A2 SLC30A8 SLC8B1 SLC9B2 SNAP25 SOX4 SREBF1 SRI SSTR5 STX1A STX4 STXBP4 STXBP5 STXBP5L SYBU SYT4 SYT7 SYTL4 TARDBP TCF7L2 TCIRG1 TFAP2B TGFB1 TGFB2 TGFB3 TIAM1 TLR2 TLR4 TM7SF3 TMED10 TMEM132A TNF TREM2 TRH TRPM4 TTN TUNAR UCN3 UCP2 UNC13B UQCC2 VEGFC VPS35 VSNL1 WLS ZBED6 GOBP_REGULATION_OF_PROTEIN_SERINE_THREONINE_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PROTEIN_SERINE_THREONINE_KINASE_ACTIVITY ABL1 ACTB ADAM17 ADAM8 ADAM9 ADIPOQ ADRA2A ADRB2 AGT AIDA AKT1 APC APOE ARHGEF5 ATP2B4 BCCIP BLM BMP2 CAB39 CALM1 CALM2 CALM3 CAMK1 CAV3 CBLC CCL19 CCNA1 CCNA2 CCNB1 CCNB2 CCNB3 CCND1 CCND2 CCND3 CCNE1 CCNE2 CCNF CCNG1 CCNG2 CCNH CCNI CCNI2 CCNJ CCNJL CCNK CCNO CCNP CCNT1 CCNT2 CCNY CD24 CD300A CD40 CDC25A CDC25C CDC37 CDC6 CDK12 CDK5R1 CDK5R2 CDK5RAP1 CDK5RAP3 CDK7 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CDKN2D CDKN3 CEBPA CEMIP CIB1 DAB2IP DDX3X DEFB114 DIPK2A DIRAS1 DIRAS2 DIRAS3 DKK1 DNAJA1 DRD4 DUSP1 DUSP10 DUSP16 DUSP19 DUSP7 DVL2 DVL3 EDN1 EDN3 EGF EGFR ELANE EPGN ERBB2 ERN1 ERP29 ETAA1 EZH2 FERMT2 FGF1 FGF16 FGF18 FGF2 FGFR1 FLT1 FLT3 FZD10 GADD45A GBA1 GH1 GHR GSTP1 GTF2H1 GTPBP4 HEG1 HERC5 HEXIM1 HEXIM2 HGS HHEX HIPK3 HMGA2 HRAS HTR2B HTT HYAL2 IFNG IL1B IL34 INCA1 INPP5K INSR IPO5 IPO7 IRAK1 IRAK3 IRGM KIT KSR1 LATS1 LATS2 LAX1 LRP5 LRP6 LRRK2 LTF LYN MACROH2A1 MAP2K1 MAP2K2 MAP2K5 MAP2K7 MAP3K10 MAP3K11 MAP3K12 MAP3K13 MAP3K4 MAP3K5 MAP3K7 MAP4K2 MAPK8IP1 MAPRE3 MEN1 MIR103A1 MIR133A1 MIR15A MIR20A MIR218-1 MIR24-1 MIR26B MIR34A MIR711 MIR92A1 MNAT1 MST1 MST1R MTCP1 MYOCD NEK10 NF1 NOD2 NPPA NR2F2 NTF3 NTRK3 PAK1 PAQR3 PDCD10 PDCD4 PDGFA PDGFB PDGFC PDGFD PDGFRB PIH1D1 PIK3CB PIK3CG PIK3R5 PIK3R6 PKD1 PKD2 PKIA PKIB PKIG PKMYT1 PLA2G1B PLK1 PPARG PPEF2 PPP2CA PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCD PROX1 PSMD10 PSRC1 PTEN PTPN1 PTPN22 PTPRJ PYCARD RALB RAPGEF2 RASGRP1 RASIP1 RB1 RGCC RGS14 RGS2 RHOA ROBO1 RPS3 RPTOR S100A12 SASH1 SERPINB3 SERTAD1 SIRT1 SLC8A1 SLC8A2 SLC8A3 SMPD1 SNCA SNF8 SORL1 SPDYA SPRY1 SPRY2 SPRY3 SPRY4 SRC STK38 SYAP1 TAB1 TAOK3 TCIM TCL1A TCL1B TDGF1 TELO2 TENM1 TESK1 TFAP4 TGFB1 THBS1 THY1 TLR4 TLR6 TNF TNFRSF11A TNFSF11 TPD52L1 TRAF2 TRAF6 TRIB1 TRIB2 TRIB3 TSG101 UCHL1 UVRAG VEGFA WNT5A ZNF675 GOBP_REGULATION_OF_PROTEIN_STABILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PROTEIN_STABILITY A1CF AAK1 ADGRV1 AFM AHSP ANK2 APOA1 APOA2 APTX ASDURF ASPH ATF7IP ATP1B1 ATP1B2 ATP1B3 AURKA B4GALT5 BAG1 BAG2 BAG3 BAG4 BAG5 BAG6 BCL2 BMP2 BTRC C10orf90 CALR CAMLG CAPN3 CASP3 CCAR2 CCDC88C CCNH CCT2 CCT3 CCT4 CCT5 CCT6A CCT7 CCT8 CD81 CDC37 CDC37L1 CDC73 CDK7 CDKN2AIP CEP63 CHEK2 CHFR CHP1 CLU CMTM6 COA8 COG3 COG7 CPN2 CREB1 CREBBP CREBL2 CRTAP CRYAA CRYAB CSN3 CSNK2A1 CTNND1 CTSA CTSH CUL3 DACT1 DAD1 DAZAP2 DDI1 DDI2 DDOST DDRGK1 DERL1 DNAAF10 DNAAF2 DNLZ DPM2 DPM3 DSG1 DVL1 DVL3 EFNA1 ENSG00000230707 EP300 EPHA4 FAM107A FBXL3 FBXO4 FBXO7 FBXW11 FBXW7 FLNA FLOT1 FLOT2 GAPDH GBA3 GET1 GET4 GGA3 GIPC1 GLMP GNAQ GNL3L GOLGA7 GPIHBP1 GRN GSN GTPBP4 H1-5 HCFC1 HDAC3 HDAC6 HDAC8 HIP1 HIP1R HOXB-AS3 HPS4 HSP90AA1 HSP90AA2P HSP90AA4P HSP90AB1 HSP90AB2P HSP90AB3P HSP90AB4P HSPA1A HSPA1B HSPA8 HSPD1 HTT HYPK IFI30 IFT46 IGF1 INSC IP6K2 IRGM ISOC2 KAT2A KDM8 KHDRBS1 LAMP1 LAMP2 LMNA LRRK2 LSS MAPK1 MAPK8IP3 MARCHF7 MCM8 MDM2 MDM4 MFSD1 MIR101-1 MORC3 MOSMO MSX1 MT3 MTMR9 MTOR MUL1 MYCNOS MYLIP NAA15 NAA16 NAPG NCLN NDC80 NEDD4L NF2 NLK NOP53 NPM1 NR1D1 OTUD3 P3H1 PANO1 PARK7 PARVA PDCD10 PDCL3 PDRG1 PER3 PEX19 PEX2 PEX6 PFDN2 PFDN6 PFN1 PFN2 PHB1 PHB2 PIH1D1 PIH1D2 PIK3R1 PIM1 PIM2 PIN1 PINK1 PINX1 PLK1 PLPP3 POLR2E PPARGC1A PPIB PRKCD PRKDC PRKN PRKRA PRNP PTEN PTGES3 PYCARD PYHIN1 PYURF QRSL1 RAB21 RABL3 RAD23A RASSF2 RNF128 RNF139 RNF149 RNF5 RPAP3 RPL11 RPL23 RPL5 RPS7 RTN4 RUVBL1 RUVBL2 SAV1 SAXO1 SEC16A SEL1L SENP2 SERF1A SERF1B SERF2 SH3GLB1 SIAH3 SIRT1 SIRT6 SLC51B SMAD3 SMAD7 SMO SNCA SOX17 SOX4 SPAG1 SRC SREBF1 STK3 STK4 STUB1 STX12 STXBP1 STXBP4 SUGT1 SUMO1 SWSAP1 SYVN1 TADA3 TAF1 TAF9 TAF9B TARDBP TBL1X TBRG1 TBX3 TCP1 TELO2 TERT TESC TF TMEM183A TMEM183BP TMEM25 TMEM88 TNIP2 TOMM7 TP53 TPR TREX1 TRIM21 TRIM24 TRIM37 TRIM39 TRIM44 TSC1 TSPAN1 TTI1 TTI2 TYROBP UBE2B UBL4A URI1 USP13 USP19 USP2 USP25 USP27X USP28 USP29 USP33 USP36 USP4 USP7 USP8 USP9X UTP25 UXT VHL VPS11 VPS35 WDR81 WFS1 WIZ WNT10B ZBED3 ZNF207 ZSWIM7 GOBP_REGULATION_OF_PROTEIN_SUMOYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PROTEIN_SUMOYLATION ARNT CAPN3 CTNNB1 EGR1 FSCB GNL3 GNL3L HDAC4 HMG20A HMG20B MAGEA2 MAGEA2B MUL1 PARK7 PIAS1 PIAS3 PIAS4 RASD2 RELA RWDD3 SAE1 TOLLIP UBA2 UBE2I GOBP_REGULATION_OF_PROTEIN_TARGETING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PROTEIN_TARGETING ABLIM3 ADCY10 AKT2 ANK3 ARIH2 ATG13 ATP5IF1 BAG4 BAP1 BNIP3L C11orf65 C2CD5 CDK5 CDK5R1 CEMIP CHP1 CIB1 CSNK2A2 DMTN ERBB2 FBXW7 FIS1 FYN FZD5 GDI1 GSK3A HAX1 HPCA HPS4 HRAS HSPA1L HTRA2 HUWE1 INPP5K ITGAM ITGB1BP1 ITGB2 KCNB1 KCNE1 LEPROT LMAN1 LRRK2 MFF MICALL2 MIEF1 MIEF2 MTCL1 MYO1C NPEPPS PARL PDCD5 PDZK1 PINK1 PRKAA1 PRKN PRNP RAC2 RHOU RNF31 SAE1 SH3GLB1 SIAH3 SLC1A1 SLC51B SREBF1 SREBF2 STOM TCAF1 TCAF2 TOMM7 TOMM70 UBE2D3 UBE2J2 UBE2L3 UBL4B UBL5 USP17L2 USP36 VPS11 GOBP_REGULATION_OF_PROTEIN_TARGETING_TO_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PROTEIN_TARGETING_TO_MEMBRANE AKT2 ANK3 C2CD5 CDK5 CDK5R1 CEMIP CHP1 CIB1 DMTN ERBB2 FIS1 FYN GDI1 HPCA HRAS INPP5K ITGAM ITGB1BP1 ITGB2 KCNB1 KCNE1 MFF MIEF1 MIEF2 MTCL1 MYO1C PDZK1 PRNP SLC1A1 SLC51B STOM TCAF1 TCAF2 USP17L2 GOBP_REGULATION_OF_PROTEIN_TYROSINE_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PROTEIN_TYROSINE_KINASE_ACTIVITY ABI1 ACE ADAM17 ADRA2A AGT APP CASS4 CAV1 CBL CBLB CBLC CHMP6 CSF1R DLG3 DLG4 DOK7 DUSP22 EFNA1 EPGN EPHA4 ERBB3 ERRFI1 FBXW7 FCGR1A GPRC5A GPRC5B GRM5 HYAL2 IL34 LILRA5 LILRB4 LRP8 MIR138-1 MVP NCF1 NEDD9 NOX4 PRNP PTK6 PTPN1 PTPRC RAP2B RAP2C RELN SH3BP5 SH3BP5L SNX6 SOCS4 SOCS5 SRC SRCIN1 TSG101 UNC119 VPS25 ZFYVE28 ZGPAT GOBP_REGULATION_OF_PROTEIN_UBIQUITINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PROTEIN_UBIQUITINATION ABL1 ADGRB1 AIMP2 AKT1 AMER1 ANGPT1 ARRB1 ARRB2 ARRDC3 ARRDC4 ATG5 AXIN1 BAG2 BAG5 BCL10 BEX1 BEX2 BEX3 BEX4 BIRC2 BIRC3 BIRC7 BIRC8 BMI1 BRCA1 BTRC CAMLG CAV1 CBLB CDC14B CDC20 CDK5 CDK5RAP3 CENPS CENPX CEP63 CHFR CHP1 COMMD1 CRY1 CTNNB1 CUL3 DAXX DCUN1D1 DDX3X DERL1 DNAJA1 DNAJB2 DTX3L FAM107A FANCI FANCM FBXO2 FBXO33 FBXO4 FBXO5 FBXW7 FOXF2 FYN FZR1 GABARAP GCLC GNL3L GPS2 GSK3A GSK3B GTPBP4 HDAC3 HDAC8 HERPUD1 HSP90AA1 HSP90AB1 HSPA1A HSPA1B HSPA5 HSPBP1 HUWE1 INAVA ISG15 IVNS1ABP KDM1A KLHL40 LAPTM5 LIMK1 LRRK2 MAD2L1 MAD2L2 MAGEA2 MAGEA2B MAGEC2 MALT1 MAPK9 MARCHF6-DT MARCHF7 MINAR1 MIR101-1 MIR138-1 MTA1 MTBP MYCBP2 N4BP1 NDFIP1 NDFIP2 NHLRC1 NMI NOD2 NPM1 NSMCE3 NXN OGT PARK7 PARP10 PAXIP1 PDCD6 PEF1 PELI1 PER2 PHF23 PIN1 PINK1 PINX1 PLAA PLK1 PPIA PRICKLE1 PRKCE PRKCG PRKN PRMT3 PSMD10 PTEN PTPN22 PTTG1IP RASSF5 RBX1 RCHY1 RIPK2 RNF111 RNF180 RPL11 RPL23 RPL5 RPS2 RPS3 RPS7 SASH1 SENP2 SEPTIN4 SH3RF2 SIAH2 SIRT7 SKP1 SKP2 SMAD7 SOX4 SPHK1 SPOPL SPRTN SPRY2 SPSB4 SQSTM1 STUB1 SVBP TAF1 TBC1D7 TCF25 TGFBR1 TICAM1 TNFAIP3 TOPORS TRAF6 TRIB3 TRIM44 TSPO TSPYL5 TTC36 U2AF2 UBB UBE2C UBE2D1 UBE2L3 UBE2N UBE2S UBE2V1 UBE2V2 UBE3A UBQLN1 UBXN1 UBXN2A UFL1 USP4 USP44 VPS28 WASHC1 WBP1L WDR48 WFS1 WNK1 XIAP GOBP_REGULATION_OF_PROTEOLYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PROTEOLYSIS A2ML1 ACER2 ACP4 ACVR1C ADAM8 ADAM9 ADRA2A AGBL4 AGER AGTPBP1 AHSG AIFM1 AIM2 AKT1 ALAD ANGPTL8 ANKIB1 ANP32B ANXA2 ANXA8 ANXA8L1 APAF1 APH1A APH1B APOE AQP1 AQP11 ARAF ARIH1 ARIH2 ARL6IP1 ARL6IP5 ASPH ASTL ATP13A2 ATP2A3 ATP5IF1 ATXN3 AURKA AURKAIP1 AVP AXIN1 AXIN2 BAD BAG2 BAG5 BAG6 BAK1 BAX BBC3 BBS7 BCAP31 BCL10 BCL2L10 BCL2L12 BCL2L13 BID BIN1 BIRC2 BIRC3 BLID BOK BTRC C2CD3 CAAP1 CAMLG CAPN3 CARD16 CARD18 CARD8 CARD9 CASC2 CASP1 CASP10 CASP2 CASP8 CASP8AP2 CASP9 CAST CAV1 CAV3 CBFA2T3 CCAR2 CCBE1 CCDC22 CD44 CDC20 CDC20B CDK2 CDK5 CDK5RAP3 CDKN2D CEBPA CHAC1 CHFR CIDEB CLDN3 CLDN4 CLEC3B CLEC7A CLN3 CLN6 CLN8 CLU CNTN2 COL4A3 COMMD1 COP1 CPB2 CR1 CRADD CRB2 CSN2 CSNK1A1 CSNK1D CSNK1E CSNK2A1 CSNK2A2 CST1 CST2 CST3 CST4 CST5 CST7 CSTA CSTB CTSC CTSD CTSH CTSK CTSL CTSS CTSV CTSZ CYCS CYFIP2 DAB2 DAB2IP DAP DAPK1 DDA1 DDRGK1 DDX3X DELE1 DESI1 DET1 DHCR24 DIABLO DISC1 DLC1 DNAAF4 DNAJB2 DNAJB6 DNAJC1 DPEP1 DVL1 ECM1 ECSCR EFNA1 EFNA3 EGF EGLN3 EIF2AK3 EIF3H ELOB ENO1 EPHA4 EPHA7 EPPIN F12 F2 F2R F3 F8A1 F8A2 F8A3 FABP1 FADD FAM162A FAS FASLG FBXO22 FBXW11 FBXW7 FBXW8 FETUB FGFR4 FHIT FIS1 FMR1 FNIP1 FOXF2 FOXL2 FURIN FYN FZR1 GABARAP GABARAPL2 GAPDH GAS1 GAS6 GBA1 GCLC GIPC1 GLG1 GLMN GNA12 GPER1 GPLD1 GPX1 GRAMD4 GRIN1 GRIN2A GRIN2B GRN GSAP GSK3A GSK3B GSN HDAC1 HDAC2 HDAC6 HECTD1 HERPUD1 HFE HGF HIP1 HIP1R HIPK2 HMGB1 HPN HRG HSP90AB1 HSPA1A HSPA1B HSPBP1 HSPD1 HSPE1 HTRA2 IFI16 IFI6 IFNG IFT52 IFT57 IGBP1 IKBKG IL10 IL1B IL1R2 IL33 INPP5B INS IST1 ITCH JAK2 KCNE2 KEAP1 KHDC1 KHDC1L KLF4 KLHL40 KLKB1 KNG1 L3MBTL3 LAMP3 LAMTOR5 LAPTM5 LATS1 LCK LDLRAD3 LGALS9 LGMN LRIG2 LRP1 LRRK2 LTF LYN MAGEA3 MAGEF1 MALT1 MAP1A MAP2K5 MAP3K5 MAPK12 MAPK9 MAPT MARCHF7 MBP MDM2 MEFV MELTF MIR126 MIR152 MIR15A MIR17 MIR195 MIR199A1 MIR19B1 MIR205 MIR21 MIR24-1 MIR27B MIR29B1 MIR29C MIR339 MIR892B MIR92A1 MIRLET7B MMP14 MMP9 MTCH1 MTM1 MUL1 MYC MYH9 N4BP1 NAIP NCSTN NDUFA13 NEDD8 NFE2L2 NGFR NKD2 NKX3-1 NLRC4 NLRP1 NLRP12 NLRP2 NLRP3 NLRP7 NOD1 NODAL NOL3 NOP53 NR1H2 NR1H3 NRDC NUB1 NUDT15 NUPR1 OGT OPHN1 OSBPL7 OTUD4 PABIR1 PACSIN3 PAK2 PANO1 PARK7 PARL PAX2 PBK PCID2 PDCD2 PDCD5 PDCD6 PDCL3 PERP PHF20L1 PIAS1 PICALM PIDD1 PIH1D1 PINK1 PITHD1 PKD1 PLAT PLAU PLAUR PLGRKT PLK1 PLK3 PMAIP1 PML PPARG PPM1F PRELID1 PRICKLE1 PRKACA PRKACB PRKCG PRKN PRMT6 PRNP PRR7 PRSS22 PRSS37 PSEN1 PSENEN PSMA3 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD10 PSMD14 PSME1 PSME2 PSME3 PSME3IP1 PSMF1 PTEN PTK2 PTK2B PTPN3 PYCARD PYHIN1 QRICH2 RACK1 RAD23A RAD23B RAF1 RBX1 RCHY1 RCN3 RECK REST RFFL RFPL1 RFX4 RGMA RGN RHBDD1 RHBDF1 RHOBTB3 RIPK2 RNF139 RNF14 RNF144A RNF144B RNF180 RNF185 RNF19A RNF19B RNF217 RNF34 RNFT1 RNFT2 ROBO1 ROCK1 ROCK2 RPL11 RPL23 RPL5 RPS27L RPS3 RPS6KA1 RPS6KA2 RPS6KA3 RPS7 RUNX1 RYBP S100A10 S100A8 S100A9 SEMG1 SEMG2 SENP1 SERPINA1 SERPINA10 SERPINA11 SERPINA12 SERPINA2 SERPINA3 SERPINA4 SERPINA5 SERPINA6 SERPINA7 SERPINA9 SERPINB1 SERPINB10 SERPINB11 SERPINB12 SERPINB13 SERPINB2 SERPINB3 SERPINB4 SERPINB5 SERPINB6 SERPINB7 SERPINB8 SERPINB9 SERPIND1 SERPINE1 SERPINE2 SERPINE3 SERPINF1 SERPINF2 SERPING1 SERPINH1 SERPINI1 SERPINI2 SFN SGTA SH3D19 SH3RF1 SH3RF2 SH3RF3 SHH SIAH2 SIRT1 SIRT2 SIRT4 SIRT6 SLC22A2 SMAD3 SMAD7 SMARCC1 SMURF1 SNCA SNX12 SNX33 SNX9 SOCS4 SOCS5 SORL1 SOX2 SOX7 SPINK2 SPINK5 SPOCK1 SPOCK2 SPOCK3 SPON1 SPOP SPOPL SRC ST18 ST20 STAT3 STUB1 STYX SUFU SUMO1 SUMO2 SVBP SVIP SYK TAF1 TAF9 TANK TBC1D10A TGFB1I1 THBS1 TIMP1 TIMP2 TIMP3 TIMP4 TLK2 TM4SF20 TMEM168 TMEM259 TMEM98 TMF1 TMTC3 TNF TNFRSF1B TNFSF10 TNFSF15 TNIP1 TNP1 TNP2 TP53 TRAF3 TRAF7 TREM2 TRIAP1 TRIB1 TRIB2 TRIB3 TRIM21 TRIM32 TRIM39 TRIM67 TTBK1 TTC36 UACA UBB UBE2K UBE3A UBQLN1 UBQLN2 UBQLN3 UBQLN4 UBXN1 UCHL5 UFL1 USP13 USP14 USP17L2 USP19 USP25 USP26 USP38 USP47 USP5 USP50 USP7 USP9X VCP VEGFA VSIR VTN WAC WFS1 WNT1 WNT10B XDH XIAP XPO1 ZC3H12A ZER1 ZFAND2A ZNF418 ZYG11B GOBP_REGULATION_OF_PROTEOLYSIS_INVOLVED_IN_PROTEIN_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PROTEOLYSIS_INVOLVED_IN_PROTEIN_CATABOLIC_PROCESS AGBL4 AGTPBP1 AKT1 ALAD ANKIB1 APOE AQP11 ARAF ARIH1 ARIH2 ATP5IF1 ATXN3 AURKA AXIN1 AXIN2 BAG2 BAG5 BAG6 BBS7 BCAP31 BTRC CAMLG CAV1 CAV3 CBFA2T3 CCAR2 CCDC22 CDC20 CDC20B CDK2 CDK5RAP3 CEBPA CHFR CLU COMMD1 COP1 CSNK1A1 CSNK1D CSNK1E CSNK2A1 CSNK2A2 CTSC DAB2 DAB2IP DDA1 DDRGK1 DESI1 DET1 DISC1 DNAAF4 DNAJB2 DVL1 ECSCR EFNA1 EGF EIF3H ELOB EPHA4 F8A1 F8A2 F8A3 FBXO22 FBXW7 FBXW8 FHIT FMR1 FOXF2 FZR1 GABARAP GABARAPL2 GBA1 GCLC GIPC1 GLMN GNA12 GPX1 GSK3A GSK3B HECTD1 HERPUD1 HFE HIPK2 HSP90AB1 HSPA1A HSPA1B HSPBP1 IKBKG IL33 KCNE2 KEAP1 KLHL40 L3MBTL3 LAMP3 LAPTM5 LATS1 LRRK2 MAGEF1 MAP1A MAPK9 MARCHF7 MDM2 MTM1 N4BP1 NFE2L2 NKD2 NOP53 NUB1 NUDT15 NUPR1 OGT OPHN1 OSBPL7 PABIR1 PANO1 PARK7 PBK PDCL3 PHF20L1 PIAS1 PINK1 PITHD1 PKD1 PLK1 PLK3 PML PRICKLE1 PRKACA PRKCG PRKN PRMT6 PSEN1 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD10 PSMD14 PSME1 PSME2 PSME3 PSME3IP1 PSMF1 PTEN PTK2 PTK2B PYHIN1 QRICH2 RACK1 RAD23A RAD23B RBX1 RCHY1 RFPL1 RGN RHBDF1 RNF139 RNF14 RNF144A RNF144B RNF180 RNF185 RNF19A RNF19B RNF217 RNFT1 RNFT2 RPL11 RPL23 RPL5 RPS7 RYBP SGTA SH3RF1 SH3RF2 SH3RF3 SHH SIRT2 SIRT6 SMAD7 SMARCC1 SMURF1 SOCS4 SOCS5 STUB1 STYX SUFU SUMO1 SUMO2 SVIP TAF1 TAF9 TGFB1I1 TLK2 TMEM168 TMEM259 TMF1 TMTC3 TRAF7 TREM2 TRIB1 TRIB2 TRIB3 TRIM39 TRIM67 TTC36 UBB UBE2K UBE3A UBQLN1 UBQLN2 UBQLN3 UBQLN4 UBXN1 UCHL5 UFL1 USP13 USP14 USP19 USP25 USP26 USP38 USP5 USP7 USP9X VCP WAC WFS1 WNT1 WNT10B XPO1 ZER1 ZFAND2A ZNF418 ZYG11B GOBP_REGULATION_OF_PROTON_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PROTON_TRANSPORT ACTN4 ANTKMT ATP4A ATPSCKMT CHP1 CHP2 COA8 COX17 DRD4 IL13 NDUFA4 PHB2 PPIF SPHK2 TCIRG1 TESC TMSB4X GOBP_REGULATION_OF_PRO_B_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_PRO_B_CELL_DIFFERENTIATION FLCN FNIP1 HES1 HES5 NOTCH1 NUDT21 SOS1 SOS2 GOBP_REGULATION_OF_RAB_PROTEIN_SIGNAL_TRANSDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_RAB_PROTEIN_SIGNAL_TRANSDUCTION DENND1A DENND3 DENND4A DENND4B DENND4C MADD SGSM3 GOBP_REGULATION_OF_RAC_PROTEIN_SIGNAL_TRANSDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_RAC_PROTEIN_SIGNAL_TRANSDUCTION ALS2 ARF6 ARHGAP17 ARHGAP24 ARHGAP44 AUTS2 CADM4 CRK GABARAP KBTBD6 KBTBD7 KRAS NF1 OGT PIK3CB PIK3CG RASGRF1 SH3BP1 SSX2IP STMN3 GOBP_REGULATION_OF_RAS_PROTEIN_SIGNAL_TRANSDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_RAS_PROTEIN_SIGNAL_TRANSDUCTION ABCA1 ABL1 ABL2 ABRA ADGRG1 AKAP13 ALS2 APOA1 APOC3 APOE ARF6 ARFGAP1 ARFGEF1 ARFGEF2 ARFGEF3 ARHGAP17 ARHGAP20 ARHGAP24 ARHGAP35 ARHGAP42 ARHGAP44 ARHGDIA ARHGDIB ARHGEF18 ARHGEF2 ARHGEF28 ARHGEF3 ARRB1 AUTS2 BCL6 BCR CADM4 CBL CCDC125 CDC42SE1 CDC42SE2 COL3A1 CRK CSF1 CUL3 CYTH1 CYTH2 CYTH3 CYTH4 DAB2IP DENND1A DENND3 DENND4A DENND4B DENND4C DLC1 EPHB2 EPO EPS8 EPS8L1 EPS8L2 EPS8L3 F11R F2R F2RL1 F2RL2 F2RL3 FBP1 FBXO8 FGF10 FLCN FLOT1 FOXM1 GABARAP GBF1 GIT1 GIT2 GPR17 GPR174 GPR18 GPR199P GPR20 GPR35 GPR4 GPR55 GPR65 HEG1 IGF1 IQSEC1 IQSEC2 IQSEC3 ITGA3 ITGB1 ITPKB KANK1 KANK2 KBTBD6 KBTBD7 KCTD10 KCTD13 KIF14 KITLG KRAS LPAR1 LPAR2 LPAR4 LPAR6 LZTR1 MADD MAP4K4 MAPKAP1 MAPRE2 MCF2L MET MFN2 MMD2 MYO9B MYOC NET1 NF1 NGF NOTCH1 NOTCH2 NRP1 NTRK1 NUP62 OGT OPHN1 P2RY10 P2RY8 PDCD10 PIK3CB PIK3CG PLCE1 PPP2CB PRAG1 PSD PSD2 PSD3 PSD4 RABGEF1 RABL3 RAC1 RAF1 RALBP1 RALGPS1 RASA2 RASA3 RASA4 RASA4B RASAL1 RASAL3 RASGEF1A RASGRF1 RASGRP1 RASGRP4 RASIP1 RDX RGL2 RIPOR2 RIT2 ROBO1 RTN4R SCAI SGSM3 SH2B2 SH3BP1 SHOC2 SPRY1 SPRY2 SPRY3 SPRY4 SQSTM1 SRC SSX2IP STAMBP STARD13 STARD8 STK19 STMN1 STMN3 SYDE1 SYDE2 SYNGAP1 SYNPO2L TAGAP TGFB2 TNFAIP1 TRIM67 GOBP_REGULATION_OF_REACTIVE_OXYGEN_SPECIES_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_REACTIVE_OXYGEN_SPECIES_BIOSYNTHETIC_PROCESS ABCB7 ABCD1 ABCD2 ADCY10 ADGRB1 ALOX5 ARG2 CCN6 CD36 CFLAR CLCN3 COA8 CTNS CYBA DUOXA1 DUOXA2 FYN GRIN1 H19 INS MIR181A2 MIR21 MIR24-1 MIR590 MIR675 MPV17L PAGE4 PARK7 PIKFYVE PLCG2 PPARA RAB27A RHOA SLC18A2 SLC25A33 SLC5A3 SNCA SOD2 SPHK2 TLR4 TLR6 TRAP1 UCP1 ZNF205 GOBP_REGULATION_OF_REACTIVE_OXYGEN_SPECIES_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_REACTIVE_OXYGEN_SPECIES_METABOLIC_PROCESS AATF ABCB7 ABCD1 ABCD2 ACE2 ACOD1 ACP5 ADCY10 ADGRB1 AGT AGTR1 AKR1C1 AKR1C3 ALOX5 ARF4 ARG2 ATG5 BCL2 BCO2 BCR BECN1 BIRC2 BMP7 BNIP3 BRCA1 BST1 CBR1 CCN6 CD177 CD36 CDKN1A CFLAR CLCN3 CLEC7A COA8 COQ7 CRP CRYAB CTNS CYBA CYP1B1 DCXR DHFR DHFRP1 DHRS4 DUOXA1 DUOXA2 EIF6 F2 F2RL1 FBLN5 FOXM1 FOXO1 FPR2 FYN G6PD GADD45A GCH1 GNAI2 GRB2 GRIN1 GSTP1 H19 HDAC6 HIF1A HK2 HP HVCN1 IER3 INS ITGAM ITGB2 LEP LRRK2 MAPK14 MAPT MIR181A2 MIR21 MIR24-1 MIR27B MIR590 MIR675 MMP3 MPV17 MPV17L MT3 NFE2L2 NNT NOXA1 NOXO1 PAGE4 PARK7 PARL PAX2 PDGFB PDGFRB PDK3 PID1 PIKFYVE PINK1 PLCG2 PLIN5 PON3 PPARA PRCP PRDX2 PRKCD PRKN PTK2B RAB27A RAC1 RAC2 RHOA RIPK1 RIPK3 RNF41 ROMO1 SIRT2 SIRT3 SIRT5 SLC18A2 SLC25A33 SLC5A3 SNCA SOD1 SOD2 SPHK2 STK17A SYK TFAP2A TGFB1 TGFBR2 THBS1 TIGAR TLR4 TLR6 TNF TP53 TRAP1 TSPO TUSC2 TYROBP UCP1 VDAC1 XDH ZC3H12A ZNF205 GOBP_REGULATION_OF_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_RECEPTOR_BINDING ADAM15 ADIPOQ ANXA2 ATP2A2 ATP2A3 B2M BDNF GREM2 HFE IL10 MIR148A MIR27B MMP9 NOG NRP1 PCSK9 PTPRF GOBP_REGULATION_OF_RECEPTOR_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_RECEPTOR_CATABOLIC_PROCESS ABCA2 ANXA2 APOE DTX3L FURIN ITCH LAPTM5 MTMR2 MYLIP PCSK9 PTPN1 GOBP_REGULATION_OF_RECEPTOR_CLUSTERING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_RECEPTOR_CLUSTERING CD81 CRKL FRRS1L FZD9 GRIPAP1 GSN LRP4 MESD SHISA6 SHISA7 SLC7A11 SSH1 TNFAIP6 ZDHHC2 GOBP_REGULATION_OF_RECEPTOR_INTERNALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_RECEPTOR_INTERNALIZATION AHI1 ANGPT1 ANKRD13A ANKRD13B ANKRD13D ANXA2 AP2M1 APELA APLN ARC ARF1 ARRB1 ARRB2 ATAD1 ATXN2 CD63 DKK1 DLG4 DRD2 DRD4 DTNBP1 EFNB2 EGF FLOT1 FMR1 GH1 GREM1 GSG1L HIP1 HPCA INSR ITGB3 LPAR1 LRPAP1 LRRTM1 LRRTM2 MAGI2 MIR199A1 MKLN1 MTMR2 NECAB2 NTF3 NUMB OPHN1 PCSK9 PICK1 PLCG2 PPP3R1 RALA RIN3 RSPO1 SCRIB SCYL2 SDCBP SELE SFRP4 SYK SYNE1 TBC1D5 UBQLN2 VAC14 VEGFA WDR54 WNT3A GOBP_REGULATION_OF_RECEPTOR_LOCALIZATION_TO_SYNAPSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_RECEPTOR_LOCALIZATION_TO_SYNAPSE ADAM10 ARHGAP44 CPLX1 DAG1 DBN1 GHSR GPC4 GPC6 GRIPAP1 HRAS IQSEC2 ITGB3 NETO2 NPTN OGT PRKCZ RAP1A STX7 TAMALIN TYROBP ZDHHC3 GOBP_REGULATION_OF_RECEPTOR_MEDIATED_ENDOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_RECEPTOR_MEDIATED_ENDOCYTOSIS AAK1 ABCA2 ADIPOQ AHI1 ANGPT1 ANKRD13A ANKRD13B ANKRD13D ANXA2 AP2A1 AP2M1 APELA APLN APOA5 APOC1 APOC2 APOC3 APP ARC ARF1 ARF6 ARRB1 ARRB2 ATAD1 ATXN2 B2M BICD1 BMP2K C3 CBL CCDC32 CCL19 CCL21 CD63 CLU DAB2 DGKD DKK1 DLG4 DNAJC6 DRD2 DRD4 DTNBP1 EFNB2 EGF FLOT1 FMR1 GH1 GREM1 GSG1L H1-1 HFE HIP1 HIP1R HNRNPK HPCA IL4 INSR ITGAV ITGB3 LDLRAP1 LPAR1 LRPAP1 LRRTM1 LRRTM2 MAGI2 MIR17 MIR185 MIR199A1 MIR205 MIR27A MIR27B MIR92B MKLN1 MTMR2 NECAB2 NEU3 NTF3 NUMB OPHN1 PCSK9 PICALM PICK1 PIK3CB PLCG2 PPP3R1 PPT1 PROM2 PSEN1 RAB21 RABGEF1 RAC1 RALA RIN3 RSPO1 SCRIB SCYL2 SDCBP SELE SERPINE1 SFRP4 SGIP1 SH3GL3 SMAP1 SNAP91 SYK SYNE1 TBC1D5 TF TNK2 UBQLN2 UNC119 USH1G VAC14 VEGFA VTN WASL WDR54 WNT3A GOBP_REGULATION_OF_RECEPTOR_MEDIATED_ENDOCYTOSIS_INVOLVED_IN_CHOLESTEROL_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_RECEPTOR_MEDIATED_ENDOCYTOSIS_INVOLVED_IN_CHOLESTEROL_TRANSPORT ABCA2 ANXA2 LDLRAP1 MIR17 MIR27B PCSK9 GOBP_REGULATION_OF_RECEPTOR_RECYCLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_RECEPTOR_RECYCLING ACHE ANXA2 AP1AR ARAP1 BVES CHMP5 ECE1 EPS15 GRIA1 INPP5F KIF16B LAMTOR1 LDLR NSF NSG1 OPTN PCSK9 PSEN1 RAB29 RAMP3 SCRIB SNCA TBC1D16 TRAT1 VAMP3 GOBP_REGULATION_OF_RECEPTOR_SIGNALING_PATHWAY_VIA_STAT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_RECEPTOR_SIGNALING_PATHWAY_VIA_STAT ADIPOR1 AGT BCL3 CALM1 CAMK2A CAV1 CCL5 CD300A CENPJ CLEC12B CRLF2 CRLF3 CSH1 CSH2 CSHL1 CYP1B1 DAB1 DOT1L EGF ELP2 EP300 EPHB2 ERBB4 F2 F2R GADD45A GBP7 GGNBP2 GH1 GH2 GHR HES1 HES5 HGS IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR1 IFNAR2 IFNB1 IFNE IFNG IFNK IFNL1 IFNW1 IL10 IL10RA IL10RB IL12B IL23A IL23R IL26 IL4 IL5 IL6 IL6R IL7R IL9 INPP5F JAK2 JAK3 KIT LEP LEPROT LIF MGAT5 MIR125A MIR125B1 MIR146A MIR149 MIR221 MIR9-1 MIR99A MIRLET7C MIRLET7E MST1 MST1L NEUROD1 NF2 NLK NOTCH1 OCIAD1 OCIAD2 PARP14 PIBF1 PIGU PPARG PPP2CA PPP2R1A PRL PRLR PTK2B PTPN2 PTPRC PTPRD PTPRT PWP1 RET SH2B3 SOCS1 SOCS2 SOCS3 TGFB1 TNF TSLP TYK2 USP1 VHL WDR48 GOBP_REGULATION_OF_REGULATED_SECRETORY_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_REGULATED_SECRETORY_PATHWAY ADGRE2 ADORA2B ADRA2A AP1G1 ATP2A2 BAIAP3 BCR BRAF C12orf4 CACNB4 CASK CBARP CCR2 CD177 CD300A CD84 CDK5 CDK5R2 CEACAM1 CSPG5 DOC2A DOC2B DTNBP1 DVL1 F2RL1 FBXL20 FBXO45 FCGR2B FER FES FGR FMR1 FOXF1 GAB2 GATA1 GATA2 GIT1 GNAI2 HLA-F HTR1B HYAL3 IL13 IL13RA2 IL4 IL4R ITGAM ITGB2 KCNB1 KLRC2 LAMP1 LGALS9 LRRK2 LYN MICAL1 NCKAP1L NLGN1 NOTCH1 P2RX1 P2RY1 P2RY4 PDPK1 PFN2 PLA2G3 PPFIA2 PRAM1 PREPL PRKCB PRKCG PTAFR RAB15 RAB27A RAB3A RAB3D RAB3GAP1 RAB5A RABGEF1 RAC2 RAP1A RAP1B RAP1BL REST RIMS1 RIMS2 RIMS3 RIMS4 RPH3A RPH3AL SCAMP5 SEPTIN5 SLC4A8 SNAPIN SNX4 SPHK2 SPI1 STX1A STX4 STXBP1 STXBP2 STXBP3 STXBP5 SV2B SV2C SYK SYN1 SYP SYT1 SYT10 SYT11 SYT12 SYT13 SYT15 SYT17 SYT2 SYT3 SYT4 SYT5 SYT6 SYT7 SYT8 SYT9 TRPV6 UNC13D VAMP7 VAMP8 VPS18 WNT7A ZP3 GOBP_REGULATION_OF_REGULATORY_NCRNA_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_REGULATORY_NCRNA_PROCESSING BCDIN3D BMP4 DGCR8 HOXB-AS3 IL6 LIN28A LIN28B MECP2 PRKRA RIPK1 STAT3 TARBP2 TGFB1 TP53 TRUB1 ZC3H10 ZMPSTE24 GOBP_REGULATION_OF_RELAXATION_OF_CARDIAC_MUSCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_RELAXATION_OF_CARDIAC_MUSCLE CAMK2D CHGA HRC PDE4B PDE4D PLN GOBP_REGULATION_OF_RELAXATION_OF_MUSCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_RELAXATION_OF_MUSCLE ABCC8 ACTN3 CAMK2D CHGA DCANP1 GRK2 HRC NEUROG1 PDE4B PDE4D PLN SLN SRI TIFAB GOBP_REGULATION_OF_RELEASE_OF_CYTOCHROME_C_FROM_MITOCHONDRIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_RELEASE_OF_CYTOCHROME_C_FROM_MITOCHONDRIA AKT1 AVP BAD BAK1 BAX BBC3 BCL2L1 BCL2L11 BCL2L2 BID BIK BMF BNIP3 CIDEB CLU DNM1L FAM162A FXN GHITM GPER1 GPX1 HGF HRK IGF1 LMNA MFF MLLT11 MMP9 MOAP1 NOL3 OPA1 PARL PDCD5 PINK1 PLAUR PLSCR3 PMAIP1 PPIF PRELID1 PRKN PSMD10 PYCARD TNFSF10 TP53 TRIAP1 GOBP_REGULATION_OF_RELEASE_OF_SEQUESTERED_CALCIUM_ION_INTO_CYTOSOL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_RELEASE_OF_SEQUESTERED_CALCIUM_ION_INTO_CYTOSOL ABL1 AKAP6 ANK2 APLNR ATG5 ATP1A2 BAX BDKRB1 CACNA1C CALM1 CALM2 CALM3 CAMK2D CAPN3 CASQ1 CASQ2 CD19 CEMIP CHD7 CLIC2 CORO1A CX3CL1 CXCL10 CXCL11 CXCL9 CYBA DHRS7C DIAPH1 DMD DRD1 F2 F2R F2RL3 FKBP1A FKBP1B FKBP1C GPER1 GSTM2 GSTO1 HAP1 HRC HTT IL13 ITGB3 JPH1 JPH2 JPH3 JPH4 JSRP1 LACRT LHCGR LIME1 LYN METTL21C MIR1-1 MIR133A1 MIR93 NOS1 NPSR1 NTSR1 P2RY6 PDE4D PDPK1 PKD2 PLCG1 PLN PRKACA PRKCE PRKD1 PTK2B PTPN6 RYR2 SELENON SLC8A1 SNCA SRI THY1 TMEM38A TMEM38B TRDN TRPC1 UBASH3B XCL1 GOBP_REGULATION_OF_RELEASE_OF_SEQUESTERED_CALCIUM_ION_INTO_CYTOSOL_BY_SARCOPLASMIC_RETICULUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_RELEASE_OF_SEQUESTERED_CALCIUM_ION_INTO_CYTOSOL_BY_SARCOPLASMIC_RETICULUM AKAP6 ANK2 ATP1A2 CACNA1C CALM1 CALM2 CALM3 CAMK2D CASQ1 CASQ2 CHD7 CLIC2 DHRS7C DMD FKBP1B GSTM2 GSTO1 HRC METTL21C MIR1-1 MIR133A1 MIR93 PDE4D PLN PRKACA RYR2 SLC8A1 SRI TMEM38A TMEM38B TRDN GOBP_REGULATION_OF_REMOVAL_OF_SUPEROXIDE_RADICALS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_REMOVAL_OF_SUPEROXIDE_RADICALS BMP7 CD36 DHFR DHFRP1 FBLN5 GCH1 H19 MIR21 MIR675 NFE2L2 GOBP_REGULATION_OF_RENAL_SODIUM_EXCRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_RENAL_SODIUM_EXCRETION AGT AGTR1 CORIN DRD2 EDN1 NPPB NPR1 SPX GOBP_REGULATION_OF_RENAL_SYSTEM_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_RENAL_SYSTEM_PROCESS ADIPOQ ADORA1 AGT AGTR1 CORIN CORO2B DRD2 EDN1 EMP2 F2R F2RL1 GAS6 GJA5 INPP5K NHERF1 NPPB NPR1 OR51E2 PDGFB PTPRO SPX STC1 GOBP_REGULATION_OF_REPRODUCTIVE_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_REPRODUCTIVE_PROCESS ACVR1B ACVR1C ADA AGO2 AMH ANAPC1 ANAPC10 ANAPC11 ANAPC13 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 ANKRD31 APELA AR ARHGDIB ASPM ASTL AURKA B4GALT1 BAX BCL2L1 BMP4 BMP7 BNC1 C1QBP C9orf78 CACNA1H CALR CCDC87 CCR6 CDC16 CDC20 CDC23 CDC25A CDC25B CDC25C CDC26 CDC27 CDKN1B CFAP206 CFAP69 CHFR CIB1 CITED2 CLXN CNR1 CNTD1 CRISP1 CTNNB1 DDB1 DEFB1 DHX37 DMRT1 DUSP1 EAF2 EDNRB EPPIN ESR1 FAM170B FANCA FBXO43 FBXO5 FGF9 FZR1 GCM1 GDF9 GJA1 GLRA1 GNRH1 GPR149 GPR3 HDAC2 HORMAD1 HOXD13 HPGDS HYAL3 IGF1 IHO1 IL1A INHBA INHBB INSR INTS13 IQCF1 ITGB3 JAG1 KIF9 KIT LFNG LHFPL2 LIF MAEL MAPK15 MEIOC MEIOSIN METTL3 MIR15B MIR16-1 MOS MSX1 MSX2 MYH9 NANOS2 NKX3-1 NLRP5 NODAL NOTCH1 NOX5 NPM2 NPPC NPR2 NR5A1 NUPR1 OOEP OVGP1 OVOL1 OXTR P2RY1 PAEP PDE3A PDE5A PGAM4 PIWIL2 PKMYT1 PLA2G10 PLAT PLB1 PLCB1 PPP2R1A PRDM14 PRDM7 PRDM9 PRDX4 PRSS37 PSMA8 PTAFR PTGDR2 PTGDS RAD1 RAD51AP1 RBM46 RBPJ RETN RGN RHBDD1 RNASE10 RPS6KA2 SEMG1 SEMG2 SERPINA10 SERPINF1 SFRP1 SHB SHH SIRT2 SMURF2 SNAI1 SOD1 SOX9 SPATA22 SPINK1 SPINK13 SRC SRY STK11 STK3 STK4 STRA8 STXBP1 SULF1 SYCE3 SYCP2 SYDE1 TAC4 TACR1 TACR2 TACR3 TCP11 TCP11X1 TEX101 TEX11 TIMP1 TPPP2 TRIP13 TTK UBE2B UMODL1 UNC5C USP17L2 VEGFA VIP WDR77 WEE2 WNT4 WNT5A WT1 YBX3 YTHDC2 YTHDF2 YTHDF3 ZFPM2 ZP1 ZP2 ZP3 ZP4 GOBP_REGULATION_OF_RESPIRATORY_BURST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_RESPIRATORY_BURST BCR CAMK1D CLEC7A DUSP10 GRN IGHA1 IGHA2 INS INSR JCHAIN LBP NCF1 NOXA1 NOXO1 RAC1 RAC2 RPS19 SLAMF8 GOBP_REGULATION_OF_RESPIRATORY_BURST_INVOLVED_IN_INFLAMMATORY_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_RESPIRATORY_BURST_INVOLVED_IN_INFLAMMATORY_RESPONSE DUSP10 GRN INS LBP NCF1 RPS19 SLAMF8 GOBP_REGULATION_OF_RESPIRATORY_GASEOUS_EXCHANGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_RESPIRATORY_GASEOUS_EXCHANGE ADORA1 ATP1A2 FTO GLRA1 GLS GRP GRPR GSX2 MECP2 MTG1 MTG2 NLGN2 NLGN3 NMB NMBR NR4A2 NTSR1 PASK PBX3 PHOX2A PHOX2B SLC5A3 TLX3 TSHZ3 GOBP_REGULATION_OF_RESPIRATORY_GASEOUS_EXCHANGE_BY_NERVOUS_SYSTEM_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_RESPIRATORY_GASEOUS_EXCHANGE_BY_NERVOUS_SYSTEM_PROCESS ADORA1 ATP1A2 GLRA1 GLS GSX2 MECP2 NLGN2 NLGN3 PBX3 PHOX2B TLX3 TSHZ3 GOBP_REGULATION_OF_RESPIRATORY_SYSTEM_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_RESPIRATORY_SYSTEM_PROCESS ADORA1 ATP1A2 FTO GLRA1 GLS GSX2 MECP2 MTG1 MTG2 NLGN2 NLGN3 PBX3 PHOX2B TLX3 TSHZ3 GOBP_REGULATION_OF_RESPONSE_TO_BIOTIC_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_RESPONSE_TO_BIOTIC_STIMULUS A2M ACOD1 ADAM8 ADAR AHR AIM2 AKIRIN2 AKT1 ALPK1 ANKRD17 AP1G1 AP3B1 APOBEC3F APOBEC3G APOE APPL1 APPL2 ARG1 ARG2 ARRB2 ATAT1 ATG12 ATG5 AURKB BANF1 BCL10 BIRC2 BIRC3 BMP6 BPIFB1 BRCC3 BTK C1QBP CACTIN CADM1 CARD16 CARD8 CARD9 CASP1 CASP6 CASP8 CAV1 CCDC92 CCL5 CD14 CD160 CD180 CD1D CD226 CD274 CD300A CD300LF CD36 CD40 CD55 CD96 CDC37 CEACAM1 CEP63 CFH CGAS CHUK CLEC12B CLEC4E CLEC6A CLEC7A CLNK CLPB CNOT7 COLEC10 COLEC11 COLEC12 CPTP CR1 CREBBP CRK CRTAM CSNK1A1 CTSS CX3CL1 CXCL6 CYBA CYLD DAB2IP DAPK1 DCST1 DDX3X DDX60 DEFB114 DEFB118 DHX33 DHX58 DHX9 DRD2 DTX3L DTX4 DUSP10 ECSIT EIF2AK2 EIF2AK4 EIF4E2 ELMOD2 EMILIN1 EMILIN2 EP300 EPG5 ERAP1 ERBIN EREG ESR1 EVPL F2RL1 FADD FAM3A FBXL2 FBXO38 FCGR2B FCN1 FCN2 FCN3 FCRL3 FFAR2 FGL2 FGR FLOT1 FLOT2 FOSL1 FOXP1 FOXP3 FPR2 FYN GATA6 GBP2 GBP5 GFER GFI1 GIGYF2 GPATCH3 GPR108 GPS2 GRAMD4 GRN GSDME HAVCR2 HCK HERC5 HEXIM1 HLA-A HLA-B HLA-DRB1 HLA-DRB3 HLA-E HLA-F HLA-G HMGB1 HMGB2 HPX HRG HSP90AA1 HSPA1A HSPA1B HSPA8 HSPD1 IFI16 IFI35 IFIH1 IFNB1 IFNK IFNLR1 IKBKB IKBKE IL12A IL12B IL12RB1 IL15 IL17A IL17F IL18RAP IL1B IL21 IL23A IL23R IL27 IL4 IL4I1 ILRUN INAVA INS IPO5 IRAK1 IRAK2 IRAK3 IRAK4 IRF1 IRF3 IRF4 IRF7 IRGM ISG15 ITCH KCNJ8 KIR2DL4 KIR2DS2 KLK3 KLK5 KLK7 KLRB1 KLRC1 KLRC2 KLRC3 KLRC4 KLRC4-KLRK1 KLRD1 KLRK1 LACC1 LACRT LAG3 LAMP1 LBP LEP LGALS9 LGR4 LILRA2 LILRA4 LILRB1 LRCH4 LRP8 LRRC14 LRRC19 LRSAM1 LSM14A LTF LY86 LY96 LYAR LYN MAP2K6 MAP3K7 MAPK3 MAPK8 MAPKAPK2 MAPKAPK3 MAPKBP1 MARK4 MATR3 MAVS MBL2 MED1 MEFV METTL3 MFHAS1 MICA MICB MIF MIR140 MIR146A MIR149 MIR17 MIR181B1 MIR19A MIR20A MIR21 MIR26B MIR520B MIR520E MIR708 MMP12 MMRN2 MNDA MR1 MUL1 MYD88 N4BP1 NAGK NAGLU NAIP NCF1 NCR1 NCR3 NECTIN2 NEK7 NFE2L2 NFKBIA NFKBIL1 NFKBIZ NINJ1 NLRC3 NLRC4 NLRC5 NLRP1 NLRP10 NLRP2B NLRP3 NLRP4 NLRP6 NLRX1 NMI NOD1 NOD2 NONO NOP53 NPLOC4 NR1D1 NR1H2 NR1H3 NR1H4 NT5C2 OAS1 OAS3 OASL OPTN OTOP1 OTUD4 OTULIN PAK1 PAK2 PAK3 PARP1 PARP14 PARP9 PCBP2 PDPK1 PELI1 PGC PHB1 PHB2 PIK3AP1 PIK3R1 PIK3R6 PJA2 PLA2G5 PLCG2 PLSCR1 POLR3B POLR3C POLR3D POLR3F POLR3G PPARG PPM1B PPP2CA PPP2R3C PPP6C PQBP1 PRDX2 PRKCA PRKCE PRKD1 PRKDC PSPC1 PTPN1 PTPN11 PTPN2 PTPN22 PTPN6 PTPRS PUM1 PUM2 PVR PYCARD PYDC1 PYDC2 PYDC5 PYHIN1 RAB11FIP2 RAB7B RAET1E RAET1G RASGRP1 RBM14 RBM47 REG3G RELA RFTN1 RIGI RIOK3 RIPK2 RNF125 RNF135 RNF185 RNF216 RNF26 RNF31 RPS19 RPS6KA3 RSAD2 RTN4 S100A14 SAMHD1 SARM1 SASH1 SCARA3 SCIMP SEC14L1 SELENOK SERPINB4 SERPINB9 SERPING1 SFPQ SH2D1A SH2D1B SIGIRR SIGLEC16 SIN3A SIRT2 SLAMF6 SLAMF8 SLC15A2 SLC15A3 SLC15A4 SLC22A13 SLC46A2 SMPDL3B SPI1 SPINK5 SPN SRC STAT1 STAT2 STAT5B STING1 STMP1 SUSD4 SYK SYT11 TARBP2 TASL TBK1 TGFB1 TICAM1 TICAM2 TIFA TIGAR TIRAP TKFC TLR1 TLR10 TLR2 TLR3 TLR4 TLR5 TLR6 TLR7 TLR8 TLR9 TMEM126A TNF TNFAIP3 TNIP1 TNIP2 TNIP3 TOMM70 TRAF3 TRAF3IP1 TRAF3IP2 TRAF6 TRAFD1 TREM2 TREML4 TREX1 TRIB1 TRIL TRIM11 TRIM15 TRIM21 TRIM22 TRIM25 TRIM3 TRIM31 TRIM38 TRIM41 TRIM44 TRIM5 TRIM56 TRIM6 TRIM62 TSPAN32 TSPAN6 TTLL12 TXK TYRO3 TYROBP UBE2K UBQLN1 UFD1 UNC93B1 USP15 USP17L2 USP18 USP27X USP29 USP38 USP50 VAV1 VSIG4 WDFY1 WNT5A XIAP XRCC5 XRCC6 YTHDF2 YTHDF3 YWHAZ ZBP1 ZC3H12A ZCCHC3 ZDHHC1 ZDHHC11 ZDHHC12 ZDHHC18 ZDHHC5 ZMPSTE24 ZNFX1 ZNRF1 ZNRF4 GOBP_REGULATION_OF_RESPONSE_TO_CYTOKINE_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_RESPONSE_TO_CYTOKINE_STIMULUS ADAM17 ADAR ADIPOQ AGPAT1 AGPAT2 ANGPT1 APOA1 ARG1 AXL BIRC7 C1QTNF4 CACTIN CARD16 CARD8 CASP1 CASP4 CASP8 CAV1 CCDC3 CCL5 CD24 CD300LF CD74 CDC37 CNOT7 CPNE1 CSF1 CXCR4 CYLD DCST1 DHX9 ECM1 EDN1 EIF4E2 F2RL1 FADD GAS6 GFI1 GIGYF2 GPS2 GSTP1 H2BC11 HIF1A HIPK1 HPX HSPA1A HSPA1B IFIH1 IKBKB IKBKE IL1R1 IL1R2 IL1RN IL36RN IL6 IL7 IRAK1 IRAK2 IRAK3 IRF3 IRF7 IRGM ISG15 KLF4 LAPTM5 LRRC70 LSM14A MAP2K5 MAPK7 MAPKAPK2 MAVS MED1 METTL3 MIB2 MIR1246 MIR125A MIR125B1 MIR135A1 MIR138-1 MIR152 MIR21 MIR24-1 MIR26A1 MIR27A MIR27B MIR29B1 MIR520C MIR98 MIR99A MIRLET7A1 MIRLET7C MIRLET7E MMP12 MMP8 MUL1 NAIP NKIRAS1 NKIRAS2 NLRC5 NLRP2B NLRP6 NR1H2 NR1H3 NR1H4 OAS1 OAS3 OTOP1 OTUD4 OTULIN PADI2 PAFAH1B1 PALM3 PARP14 PARP9 PELI3 PIAS4 PPARG PPP2CB PRKN PTPN1 PTPN11 PTPN2 PTPN6 PTPRC PXDN PYCARD PYDC1 PYDC2 RABGEF1 RBM47 RFFL RIGI RIPK1 RIPK2 RNF113A RNF185 ROBO1 SAMHD1 SH2B3 SHARPIN SIGIRR SLIT2 SLIT3 SPATA2 SPHK1 SPPL2A SPPL2B STAP1 STAT2 STING1 SYK TAF9 TBK1 TICAM2 TLE5 TLR2 TLR4 TNFAIP3 TNFRSF1A TRAF2 TRAIP TREM2 TREX1 TRIM32 TRIM41 TRIM44 TRIM56 TRIM6 TSLP TTLL12 TXK UBE2K ULK1 USP18 USP27X USP29 VRK2 WNT5A XIAP YTHDF2 YTHDF3 ZBP1 ZNF675 GOBP_REGULATION_OF_RESPONSE_TO_DRUG https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_RESPONSE_TO_DRUG C1orf115 GRM2 MIR1-1 MIR129-1 MIR133A1 MIR133B MIR185 MIR186 MIR326 MIR34B MIR451A MIR495 MIR508 MIR873 MIR9-1 SUFU GOBP_REGULATION_OF_RESPONSE_TO_ENDOPLASMIC_RETICULUM_STRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_RESPONSE_TO_ENDOPLASMIC_RETICULUM_STRESS ABCA7 AGR2 ALOX5 AQP11 ATF6 ATF6B ATXN3 BAG6 BAK1 BAX BCAP31 BCL2L1 BCL2L11 BFAR BOK CAV1 CLU COPS5 CREB3 CREB3L1 DAB2IP DDIT3 DDRGK1 DNAJB9 EIF2AK3 ERN1 ERP29 FCGR2B FICD GRINA HERPUD1 HSPA1A HSPA5 HYOU1 LPCAT3 LRRK2 MAGEA3 MANF MBTPS2 MIR199A1 NCK1 NCK2 NFE2L2 NR1H2 NR1H3 NUPR1 OPA1 PARK7 PDX1 PIGBOS1 PIK3R1 PMAIP1 PPP1R15A PPP1R15B PRKN PTPN1 PTPN2 RACK1 RNF183 RNF185 RNFT1 RNFT2 SELENOS SERINC3 SGTA SIRT1 SVIP SYVN1 TMBIM6 TMEM259 TMEM33 TXNDC12 UBQLN1 UBQLN2 UBXN1 UFL1 USP13 USP14 USP19 USP25 WFS1 XBP1 GOBP_REGULATION_OF_RESPONSE_TO_EXTERNAL_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_RESPONSE_TO_EXTERNAL_STIMULUS A2M ABCC1 ABHD12 ACE2 ACOD1 ACP5 ADA ADAM10 ADAM17 ADAM8 ADAMTS12 ADAMTS18 ADAR ADGRA2 ADIPOQ ADORA1 ADORA2A ADORA2B ADTRP AGER AGT AGTR1 AHR AHSG AIF1 AIM2 AIPL1 AJAP1 AKIRIN1 AKIRIN2 AKNA AKT1 ALOX12 ALOX15 ALOX5 ALOX5AP ALPK1 ANGPT2 ANKRD17 ANO6 ANXA1 ANXA2 AOAH AP1G1 AP3B1 APCS APOA1 APOBEC3F APOBEC3G APOE APOH APP APPL1 APPL2 AREL1 ARG1 ARG2 ARMH4 ARNT ARRB2 ARTN ASH1L ATAT1 ATG12 ATG5 ATM ATOH7 AURKB AZU1 BACE1 BANF1 BAP1 BAX BBS2 BBS4 BCL10 BCL2 BCL6 BCR BIRC2 BIRC3 BMP6 BMPR2 BPIFB1 BRAF BRCC3 BRD4 BST1 BTK C1QBP C1QTNF1 C1QTNF12 C1QTNF3 C2CD4A C2CD4B C3 C3AR1 C5 C5AR1 C5AR2 CACTIN CADM1 CALR CAMK1D CAMK2N1 CAMKMT CAPN3 CARD16 CARD8 CARD9 CARTPT CASK CASP1 CASP4 CASP6 CASP8 CASR CAV1 CCDC92 CCL1 CCL19 CCL2 CCL21 CCL24 CCL26 CCL3 CCL4 CCL5 CCL7 CCN3 CCN4 CCR1 CCR2 CCR4 CCR6 CCR7 CD109 CD14 CD160 CD180 CD1D CD200 CD200R1 CD200R1L CD226 CD28 CD300A CD300LF CD36 CD40 CD47 CD55 CD74 CD81 CD9 CD96 CDC37 CDH13 CDH5 CEACAM1 CEBPA CEBPB CELF1 CEP63 CERS2 CFH CGAS CHD8 CHRNA7 CHUK CLASP1 CLASP2 CLDN19 CLDN3 CLEC12B CLEC4E CLEC6A CLEC7A CLNK CLOCK CLPB CMA1 CMKLR1 CNOT7 CNR1 CNTF CNTNAP2 COLEC10 COLEC11 COLEC12 CORO1B CPB2 CPTP CR1 CREB3 CREB3L3 CREBBP CRK CRTAM CSF1 CSF1R CSNK1A1 CST7 CTNNA2 CTSC CTSS CX3CL1 CX3CR1 CXCL10 CXCL12 CXCL13 CXCL17 CXCL6 CXCL8 CXCR2 CXCR4 CYBA CYLD CYP19A1 CYP27B1 CYRIB DAB2IP DAGLA DAGLB DAPK2 DCST1 DDT DDX3X DDX60 DEFB114 DEFB118 DEFB124 DHX33 DHX58 DHX9 DMTN DNASE1 DNASE1L3 DNM1L DPP4 DRD1 DRD2 DRD3 DROSHA DSCAM DTX3L DTX4 DUOXA1 DUOXA2 DUSP1 DUSP10 DUSP3 DVL1 ECSIT EDN1 EDN2 EDN3 EDNRB EFNB2 EIF2AK2 EIF2AK4 EIF4E2 ELANE ELF4 ELMOD2 EMILIN1 EMILIN2 ENPP3 ENPP4 EP300 EPG5 EPHA4 EPHB2 EPPK1 ERAP1 ERBIN EREG ESR1 ETS1 EVPL EXTL3 F11 F12 F2 F2R F2RL1 F3 F7 FABP4 FADD FAM3A FANCA FANCD2 FAP FBXL2 FCGR1A FCGR2B FCN1 FCN2 FCN3 FCRL3 FEM1A FEZF2 FFAR2 FFAR3 FFAR4 FGA FGB FGF1 FGF10 FGF16 FGF18 FGF2 FGF4 FGFR1 FGG FGL2 FGR FKBP1B FLNA FLOT1 FLOT2 FNDC4 FOSL1 FOXA2 FOXF1 FOXP1 FOXP3 FPR2 FURIN FUT7 FXR1 FYN GAS6 GATA3 GATA6 GBA1 GBP2 GBP5 GFER GFI1 GGT1 GGT2P GGT3P GHR GHRL GHSR GIGYF2 GIT1 GJD4 GNAT1 GP1BA GPATCH3 GPER1 GPR108 GPR17 GPR18 GPR183 GPR31 GPR4 GPRC5B GPS2 GPSM3 GPX1 GRAMD4 GREM1 GRID2 GRIN3A GRK1 GRK4 GRK7 GRN GSDMD GSTP1 GUCY2D GUCY2F HAMP HAVCR2 HCK HDAC6 HERC5 HEXIM1 HGF HLA-A HLA-B HLA-DRB1 HLA-E HLA-F HLA-G HMGB1 HMGB2 HOPX HPSE HPX HRG HSP90AA1 HSPA1A HSPA1B HSPA8 HSPB1 HSPD1 HYAL2 IDO1 IER3 IFI16 IFI35 IFIH1 IFNB1 IFNG IFNK IFNLR1 IGF1 IGF1R IKBKB IKBKE IL10 IL10RA IL12A IL12B IL12RB1 IL13 IL15 IL16 IL17A IL17F IL17RA IL18 IL18RAP IL1B IL1R1 IL1RL1 IL1RL2 IL2 IL20 IL20RB IL21 IL22 IL22RA1 IL22RA2 IL23A IL23R IL27 IL2RA IL33 IL34 IL37 IL4 IL6 IL6R IL6ST ILRUN INAVA INPP5F INS IPO5 IRAK1 IRAK2 IRAK3 IRAK4 IRF1 IRF3 IRF4 IRF7 IRGM ISG15 ISL1 ITCH ITGA2 JAK2 JAM3 KANK2 KARS1 KCNJ8 KDR KIAA0319 KIR2DL4 KIR2DS2 KLF4 KLK3 KLK5 KLK7 KLKB1 KLRB1 KLRC1 KLRC2 KLRC3 KLRC4 KLRC4-KLRK1 KLRD1 KLRK1 KNG1 KREMEN1 KRT1 LACC1 LACRT LAG3 LAMP1 LBP LDLR LEP LETMD1 LGALS1 LGALS2 LGALS9 LGMN LGR4 LILRA2 LILRA4 LILRA5 LILRB1 LPAR1 LPCAT3 LPL LRCH4 LRFN5 LRIG2 LRP8 LRRC14 LRRC19 LRRK2 LRSAM1 LSM14A LTA LTF LY86 LY96 LYAR LYN MACIR MAP2K1 MAP2K2 MAP2K6 MAP3K7 MAPK1 MAPK13 MAPK14 MAPK3 MAPK7 MAPK8 MAPKAPK2 MAPKAPK3 MAPKBP1 MARK4 MAS1 MATR3 MAVS MBL2 MCPH1 MCU MDK MED1 MEFV MEGF8 MET METRNL METTL3 MFHAS1 MGLL MGST2 MICA MICB MICOS10-NBL1 MIF MIR105-1 MIR126 MIR128-1 MIR1298 MIR138-1 MIR140 MIR141 MIR142 MIR144 MIR145 MIR146A MIR149 MIR15A MIR15B MIR16-1 MIR17 MIR181A2 MIR181B1 MIR181C MIR187 MIR195 MIR199A1 MIR19A MIR19B1 MIR200B MIR204 MIR205 MIR206 MIR20A MIR21 MIR22 MIR221 MIR222 MIR223 MIR26A1 MIR26B MIR302E MIR30C2 MIR31 MIR34A MIR361 MIR3909 MIR424 MIR4286 MIR431 MIR488 MIR520B MIR520E MIR590 MIR657 MIR6869 MIR708 MIR766 MIR892B MIR920 MIR92A1 MIRLET7G MKKS MKRN2 MMP12 MMP26 MMP28 MMP3 MMP8 MMP9 MMRN1 MMRN2 MN1 MNDA MOSPD2 MPP1 MSTN MT3 MTUS1 MUL1 MVK MYCBP2 MYD88 MYOD1 MYOZ1 N4BP1 NAGK NAGLU NAIP NAPEPLD NBL1 NCF1 NCKAP1L NCR1 NCR3 NDFIP1 NEAT1 NECTIN2 NEDD9 NEK7 NENF NEO1 NFE2L2 NFKB1 NFKBIA NFKBIL1 NFKBIZ NINJ1 NKG7 NLRC3 NLRC4 NLRC5 NLRP1 NLRP10 NLRP11 NLRP12 NLRP13 NLRP14 NLRP2 NLRP2B NLRP3 NLRP4 NLRP5 NLRP6 NLRP7 NLRP8 NLRP9 NLRX1 NMI NMT1 NMT2 NOD1 NOD2 NONO NOP53 NOS3 NOTCH1 NOVA2 NPLOC4 NPY NPY5R NR1D1 NR1D2 NR1H2 NR1H3 NR1H4 NRP1 NT5C2 NT5E NTF3 NTRK3 NUPR1 OAS1 OAS3 OASL OPTN OSM OSMR OTOP1 OTUD4 OTULIN OXSR1 P2RX4 P2RY12 PADI2 PAK1 PAK2 PAK3 PARK7 PARP1 PARP14 PARP9 PBK PCBP2 PDCD4 PDE2A PDGFA PDGFB PDGFD PDGFRA PDGFRB PDPK1 PELI1 PGC PGF PGLYRP1 PGLYRP2 PHB1 PHB2 PHLDB2 PIK3AP1 PIK3CG PIK3R1 PIK3R6 PJA2 PLA2G10 PLA2G2A PLA2G2D PLA2G3 PLA2G5 PLA2G7 PLAT PLAU PLAUR PLCG1 PLCG2 PLG PLK2 PLSCR1 PLXNA3 PLXNA4 POLR3B POLR3C POLR3D POLR3F POLR3G POU4F2 PPARA PPARD PPARG PPM1B PPM1F PPP2CA PPP2R3C PPP6C PQBP1 PRDX2 PRKCA PRKCD PRKCE PRKCG PRKD1 PRKD2 PRKDC PRKG1 PROC PROS1 PRSS56 PSMA1 PSMA6 PSMB4 PSPC1 PTEN PTGER3 PTGER4 PTGES PTGIS PTGS2 PTK2 PTK2B PTN PTPN1 PTPN11 PTPN2 PTPN22 PTPN6 PTPRC PTPRF PTPRO PTPRS PUM1 PUM2 PVR PYCARD PYDC1 PYDC2 PYDC5 PYHIN1 RAB11FIP2 RAB7B RABGEF1 RAC1 RAC2 RAET1E RAET1G RARRES2 RASGRP1 RB1 RBM14 RBM47 REG3A REG3G RELA RFTN1 RGMA RHBDD3 RHBDF2 RICTOR RIGI RIN3 RIOK3 RIPK1 RIPK2 RIPOR2 RNF125 RNF135 RNF185 RNF216 RNF26 RNF31 ROBO1 ROBO2 ROBO3 RORA RPS19 RPS6KA3 RSAD2 RTN4 RTN4R RTN4RL1 RXRA RXRB RYK S100A12 S100A14 S100A7 S100A8 S100A9 S1PR1 SAA1 SAMHD1 SARM1 SASH1 SBNO2 SCARA3 SCARF1 SCG2 SCGB1A1 SCIMP SEC14L1 SELE SELENOK SELENOS SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SERPINB2 SERPINB4 SERPINB9 SERPINC1 SERPINE1 SERPINE2 SERPINF2 SERPING1 SETD4 SETD6 SFPQ SH2B3 SH2D1A SH2D1B SHARPIN SHPK SIGIRR SIGLEC10 SIGLEC16 SIN3A SIRPA SIRT2 SLAMF1 SLAMF6 SLAMF8 SLC12A2 SLC15A2 SLC15A3 SLC15A4 SLC39A8 SLC46A2 SLC6A3 SLC8B1 SLIT1 SLIT2 SMAD3 SMOC2 SMPDL3B SNAI2 SNCA SNW1 SNX4 SNX6 SOCS3 SOCS5 SOD1 SOX15 SPAAR SPATA2 SPHK1 SPI1 SPINK5 SPN SPP1 SPX SRC ST3GAL4 ST6GAL1 STAP1 STAT1 STAT2 STAT3 STAT5B STING1 STK24 STK39 STMP1 STX3 STX4 SUCNR1 SUSD4 SWAP70 SYK SYT11 TAFA3 TAFA5 TARBP2 TASL TBK1 TBR1 TBXA2R TEK TFPI TGFB1 THBD THBS1 THBS4 TIAM1 TICAM1 TICAM2 TIFA TIRAP TKFC TLR1 TLR10 TLR2 TLR3 TLR4 TLR5 TLR6 TLR7 TLR8 TLR9 TMEM102 TMEM126A TMSB4X TNC TNF TNFAIP3 TNFAIP6 TNFAIP8L2 TNFRSF11A TNFRSF1A TNFRSF1B TNFSF11 TNFSF14 TNFSF18 TNFSF4 TNIP1 TNIP2 TNIP3 TNR TOMM70 TPBG TRADD TRAF3 TRAF3IP1 TRAF3IP2 TRAF6 TRAFD1 TREM2 TREML4 TREX1 TRIB1 TRIL TRIM11 TRIM15 TRIM21 TRIM22 TRIM24 TRIM25 TRIM3 TRIM31 TRIM38 TRIM41 TRIM44 TRIM45 TRIM5 TRIM56 TRIM6 TRIM62 TRIM65 TRPV4 TSLP TSPAN32 TSPAN6 TSPAN8 TTBK1 TTLL12 TUBB2B TXK TYRO3 TYROBP UBASH3B UBE2K UBQLN1 UCN UFD1 UFL1 UNC93B1 USF1 USP14 USP15 USP17L2 USP18 USP27X USP29 USP38 USP50 VAMP2 VAMP3 VAMP7 VAMP8 VAV1 VDR VEGFA VEGFB VEGFC VEGFD VKORC1 VPS35 VSIG4 VTN WDFY1 WFDC1 WNK1 WNT3 WNT3A WNT4 WNT5A XCL1 XCL2 XIAP XRCC5 XRCC6 YES1 YTHDF1 YTHDF2 YTHDF3 YWHAZ ZBP1 ZC3H12A ZCCHC3 ZDHHC1 ZDHHC11 ZDHHC12 ZDHHC18 ZDHHC5 ZFP36 ZMPSTE24 ZNF580 ZNFX1 ZNRF1 ZNRF4 ZP3 GOBP_REGULATION_OF_RESPONSE_TO_EXTRACELLULAR_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_RESPONSE_TO_EXTRACELLULAR_STIMULUS BAX BBS2 BBS4 BCL2 CARTPT CYP27B1 GHR GHRL GHSR KANK2 LEP MED1 MKKS MN1 MT3 NENF NPY NR1H4 PPARA PRKCG RXRA RXRB SNAI2 SNW1 SPX TRIM24 UCN VDR GOBP_REGULATION_OF_RESPONSE_TO_FOOD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_RESPONSE_TO_FOOD BBS2 BBS4 CARTPT GHRL GHSR LEP MKKS MT3 NENF NPY PPARA PRKCG SPX UCN GOBP_REGULATION_OF_RESPONSE_TO_OSMOTIC_STRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_RESPONSE_TO_OSMOTIC_STRESS ABCB1 ARHGEF2 BAD BDKRB2 CLN3 EFHD1 EPO LETM1 MICU1 MLC1 PTGS2 SLC25A23 TIFAB TRPV4 USP15 YBX3 GOBP_REGULATION_OF_RESPONSE_TO_OXIDATIVE_STRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_RESPONSE_TO_OXIDATIVE_STRESS ABCD1 ADCYAP1R1 AIFM2 ALOX5 BMP7 CD36 DHFR DHFRP1 FBLN5 FUT8 GCH1 GGT7 H19 HDAC6 MACROH2A1 MAPKAP1 MCTP1 MEAK7 MIR132 MIR21 MIR675 NCOA7 NFE2L2 OXR1 PINK1 PNPLA8 PRKN SELENON SESN1 SESN2 SESN3 SLC25A14 SLC7A11 STOX1 TBC1D24 GOBP_REGULATION_OF_RESPONSE_TO_REACTIVE_OXYGEN_SPECIES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_RESPONSE_TO_REACTIVE_OXYGEN_SPECIES ADCYAP1R1 BMP7 CD36 DHFR DHFRP1 FBLN5 GCH1 H19 MIR21 MIR675 NFE2L2 SESN1 SESN2 SESN3 GOBP_REGULATION_OF_RESPONSE_TO_STRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_RESPONSE_TO_STRESS A2M ABCA7 ABCB1 ABCC1 ABCD1 ABHD12 ABL1 ABRAXAS1 ACE2 ACKR3 ACOD1 ACP5 ACTB ACTG1 ACTL6A ACTL6B ACTR2 ACTR5 ACTR8 ADA ADAM8 ADAMTS12 ADAMTS18 ADAR ADCY8 ADCYAP1R1 ADIPOQ ADORA1 ADORA2A ADORA2B ADRA2A ADTRP AGER AGR2 AGT AGTR1 AHR AHSG AIDA AIFM2 AIM2 AJAP1 AJUBA AKIRIN2 AKNA AKT1 ALOX12 ALOX15 ALOX5 ALOX5AP ALPK1 AMBP AMFR ANKRD1 ANKRD17 ANKRD6 ANO6 ANXA1 ANXA2 AOAH AP1G1 AP3B1 APCS APOA1 APOBEC3F APOBEC3G APOE APOH APP APPL1 APPL2 AQP11 AREL1 ARFGEF1 ARG1 ARG2 ARHGEF2 ARID1A ARID1B ARID2 ARL6IP5 ARMH4 ARNT ARRB2 ASH1L ATAD5 ATAT1 ATF6 ATF6B ATG12 ATG5 ATM ATP2B4 ATP7A ATR ATRIP ATXN3 ATXN7 ATXN7L3 AUNIP AURKB AXIN1 AXIN2 BABAM1 BABAM2 BAD BAG6 BAK1 BANF1 BAP1 BARD1 BAX BCAP31 BCL10 BCL2 BCL2L1 BCL2L11 BCL6 BCL7A BCL7B BCL7C BCR BDKRB2 BFAR BID BIRC2 BIRC3 BIRC7 BMP10 BMP2 BMP4 BMP7 BOK BPIFB1 BRAF BRCA1 BRCA2 BRCC3 BRD4 BRD7 BRD8 BST1 BTK C1QBP C1QTNF1 C1QTNF12 C1QTNF3 C2CD4A C2CD4B C3 CACTIN CADM1 CADM4 CAMK2N1 CARD16 CARD8 CARD9 CASK CASP1 CASP4 CASP6 CASP8 CAV1 CAV3 CBX8 CCAR2 CCDC117 CCDC92 CCL1 CCL19 CCL21 CCL24 CCL3 CCL5 CCN2 CCN3 CCN4 CCR2 CCR7 CD109 CD14 CD160 CD1D CD200 CD200R1 CD200R1L CD226 CD27 CD28 CD300A CD300LF CD36 CD40 CD44 CD47 CD74 CD81 CD9 CD96 CDC37 CDH5 CDK9 CDKN2D CEACAM1 CEBPA CEBPB CEBPG CELF1 CEP63 CERS2 CFH CGAS CHCHD2 CHEK1 CHORDC1 CHRNA7 CHUK CLASP1 CLASP2 CLDN1 CLDN19 CLDN3 CLDN4 CLEC12B CLEC4E CLEC6A CLEC7A CLN3 CLNK CLOCK CLPB CLU CMA1 CNOT7 CNR1 CNTF COLEC10 COLEC11 COLEC12 COPS3 COPS5 CORO2B CPB2 CPTP CR1 CREB3 CREB3L1 CREB3L3 CREBBP CRHBP CRK CRTAM CRY1 CSNK1A1 CST7 CTSC CTSS CUL4A CX3CL1 CXCL12 CXCL17 CXCL6 CXCR4 CYBA CYLD CYP19A1 CYREN DAB2IP DACT1 DAGLA DAGLB DCST1 DDAH1 DDIAS DDIT3 DDR2 DDRGK1 DDT DDX11 DDX39B DDX3X DDX5 DDX60 DEFB114 DEK DHFR DHFRP1 DHX33 DHX58 DHX9 DLG1 DMAP1 DMTN DNAJA1 DNAJB1 DNAJB6 DNAJB9 DNAJC2 DNAJC7 DNASE1 DNASE1L3 DNMT3A DPF1 DPF2 DPF3 DRD2 DROSHA DTX3L DTX4 DUOX1 DUOX2 DUOXA1 DUOXA2 DUSP1 DUSP10 DUSP16 DUSP19 DUSP22 DUSP3 DYRK1A DYRK3 ECSIT EDA2R EDAR EDN1 EDNRB EEF1E1 EFHD1 EGFR EIF2AK1 EIF2AK2 EIF2AK3 EIF2AK4 EIF4E2 EIF4G1 ELANE ELF4 ELL3 ELMOD2 EMILIN1 EMILIN2 ENO1 ENPP3 ENPP4 ENY2 EP300 EP400 EPC1 EPC2 EPG5 EPHA4 EPHB1 EPHB2 EPO EPPK1 ERAP1 ERBIN ERCC1 ERCC4 ERCC6 ERCC8 EREG ERN1 ERP29 ESR1 ETAA1 ETS1 EVPL EXTL3 EYA1 EYA2 EYA3 EYA4 EZR F11 F12 F2 F2R F2RL1 F3 F7 FABP4 FADD FAM168A FAM3A FANCA FANCB FANCD2 FAP FAS FBH1 FBLN5 FBXL2 FBXO4 FBXW7 FCGR1A FCGR2B FCN1 FCN2 FCN3 FCRL3 FECH FEM1A FEM1B FERMT1 FERMT2 FFAR2 FFAR3 FFAR4 FGA FGB FGF10 FGF19 FGF2 FGG FGL2 FGR FICD FIGNL1 FKBP1B FKTN FLNA FLOT1 FLOT2 FLT4 FMN2 FNDC4 FOSL1 FOXA2 FOXC2 FOXF1 FOXM1 FOXO1 FOXP1 FOXP3 FPR2 FURIN FUS FUT7 FUT8 FXR1 FYN FZD7 GADD45A GADD45B GADD45G GATA3 GATA6 GBA1 GBP2 GBP5 GCH1 GDF6 GFER GFI1 GGT1 GGT2P GGT3P GGT7 GHRL GHSR GIGYF2 GIT1 GP1BA GPATCH3 GPER1 GPR108 GPR17 GPR31 GPR4 GPRC5B GPS2 GPSM3 GPX1 GRAMD4 GREM1 GRIK2 GRINA GRN GRP GRPR GSDMD GSK3B GSTP1 H19 H2AX HAMP HAND2 HAPSTR1 HAVCR2 HBEGF HCK HDAC10 HDAC3 HDAC6 HDGFL2 HELB HELQ HERC5 HERPUD1 HEXIM1 HGF HIC1 HIPK2 HIPK3 HLA-A HLA-B HLA-DRB1 HLA-E HLA-F HLA-G HMGA2 HMGB1 HMGB2 HNRNPK HPSE HPX HRAS HRG HSF1 HSP90AA1 HSPA1A HSPA1B HSPA5 HSPA8 HSPD1 HYAL2 HYOU1 IDO1 IER3 IER5 IFI16 IFI35 IFIH1 IFNB1 IFNG IFNK IFNLR1 IGBP1 IGF1 IGF1R IGFBP6 IKBKB IKBKE IL10 IL10RA IL12A IL12B IL12RB1 IL13 IL15 IL16 IL17A IL17F IL17RA IL18 IL18RAP IL1A IL1B IL1R1 IL1RL1 IL1RL2 IL2 IL20 IL20RB IL21 IL22 IL22RA1 IL22RA2 IL23A IL23R IL26 IL27 IL2RA IL33 IL37 IL4 IL6 IL6ST ILRUN INAVA ING2 ING3 ING4 INO80 INO80B INO80C INO80D INO80E INPP5F INS INSIG1 INSIG2 INSL3 IPO5 IRAK1 IRAK2 IRAK3 IRAK4 IRF1 IRF3 IRF4 IRF7 IRGM ISG15 ISL1 ITCH ITGB1 JAK2 KANK1 KARS1 KAT2A KAT2B KAT5 KAT7 KCNJ8 KCNK2 KDM1A KDM4D KHDC3L KIAA0319 KIR2DL4 KIR2DS2 KLF4 KLHDC10 KLHL15 KLHL31 KLK3 KLK5 KLK7 KLKB1 KLRB1 KLRC1 KLRC2 KLRC3 KLRC4 KLRC4-KLRK1 KLRD1 KLRK1 KMT5A KMT5B KMT5C KNG1 KREMEN1 KRT1 LACC1 LAG3 LAMP1 LBP LDLR LEP LETM1 LETMD1 LGALS1 LGALS2 LGALS9 LGR4 LILRA2 LILRA4 LILRA5 LILRB1 LMNA LPCAT3 LPL LRCH4 LRFN5 LRIG2 LRP8 LRRC14 LRRC19 LRRK2 LRSAM1 LSM14A LTA LTBR LTF LY96 LYAR LYN MACIR MACROH2A1 MAD2L2 MAGEA3 MAGEF1 MANF MAP2K1 MAP2K2 MAP2K4 MAP2K6 MAP2K7 MAP3K10 MAP3K11 MAP3K20 MAP3K3 MAP3K4 MAP3K5 MAP3K7 MAP4K2 MAP4K4 MAPK1 MAPK13 MAPK14 MAPK3 MAPK7 MAPK8 MAPK8IP1 MAPK8IP2 MAPK8IP3 MAPKAP1 MAPKAPK2 MAPKAPK3 MAPKBP1 MAPT MARCHF6-DT MARCHF7 MARK4 MARVELD3 MAS1 MATR3 MAVS MBIP MBL2 MBTD1 MBTPS2 MCPH1 MCRS1 MCTP1 MDFIC MDK MDM2 MEAF6 MEAK7 MECOM MED1 MEF2C MEFV MEN1 METRNL METTL3 MFHAS1 MGLL MGMT MGST2 MICA MICB MICU1 MID1 MIF MINK1 MIR105-1 MIR126 MIR128-1 MIR1298 MIR132 MIR138-1 MIR140 MIR141 MIR142 MIR144 MIR145 MIR146A MIR149 MIR15A MIR15B MIR16-1 MIR17 MIR181A2 MIR181B1 MIR181C MIR181D MIR187 MIR195 MIR199A1 MIR19A MIR19B1 MIR200B MIR204 MIR205 MIR206 MIR208A MIR20A MIR21 MIR210 MIR214 MIR22 MIR221 MIR222 MIR223 MIR25 MIR26A1 MIR26B MIR29A MIR302E MIR30C2 MIR31 MIR34A MIR34B MIR34C MIR361 MIR3909 MIR4286 MIR431 MIR451A MIR488 MIR520B MIR520E MIR590 MIR657 MIR675 MIR6869 MIR708 MIR766 MIR892B MIR920 MIR92A1 MIR96 MIRLET7G MKRN2 MLC1 MLIP MMP12 MMP26 MMP3 MMP8 MMP9 MMRN1 MMRN2 MMS19 MNDA MORF4L1 MORF4L2 MRGBP MRNIP MSX1 MTOR MTURN MUC1 MUL1 MVK MYC MYD88 MYLK MYOZ1 N4BP1 NACC2 NAGK NAGLU NAIP NAPEPLD NBR1 NCF1 NCK1 NCK2 NCOA7 NCOR1 NCR1 NCR3 NDFIP1 NEAT1 NECTIN2 NEK7 NEO1 NFE2L2 NFKB1 NFKBIA NFKBIL1 NFKBIZ NFRKB NINJ1 NKG7 NLRC3 NLRC4 NLRC5 NLRP1 NLRP10 NLRP11 NLRP12 NLRP13 NLRP14 NLRP2 NLRP2B NLRP3 NLRP4 NLRP5 NLRP6 NLRP7 NLRP8 NLRP9 NLRX1 NMI NOD1 NOD2 NOL3 NONO NOP53 NOS3 NOX1 NPAS2 NPLOC4 NPM1 NPPA NPY5R NR1D1 NR1D2 NR1H2 NR1H3 NR1H4 NSD2 NT5C2 NT5E NUDT16L1 NUPR1 OAS1 OAS3 OASL OCLN OGG1 OOEP OPA1 OPRK1 OPRM1 OPTN OSM OSMR OTOP1 OTUB1 OTUB2 OTUD4 OTULIN OXR1 PAFAH1B1 PAGE4 PAK1 PAK2 PAK3 PARG PARK7 PARP1 PARP14 PARP3 PARP9 PARPBP PBK PBRM1 PCBP2 PCNA PDCD10 PDCD4 PDE2A PDGFA PDGFB PDGFRA PDPK1 PDX1 PELI1 PENK PER1 PGC PGLYRP1 PGLYRP2 PHB1 PHB2 PHF10 PHLDB2 PHLPP1 PIAS4 PIGBOS1 PIK3AP1 PIK3CB PIK3CG PIK3R1 PIK3R6 PINK1 PJA2 PLA2G10 PLA2G2A PLA2G2D PLA2G3 PLA2G5 PLA2G7 PLA2R1 PLAT PLAU PLAUR PLCB1 PLCG1 PLCG2 PLG PLK2 PLSCR1 PMAIP1 PML PNKP PNPLA8 POLH POLQ POLR3B POLR3C POLR3D POLR3F POLR3G POT1 PPARA PPARD PPARG PPIA PPM1B PPP1R10 PPP1R15A PPP1R15B PPP2CA PPP2R3C PPP3CA PPP4C PPP4R2 PPP4R3B PPP6C PQBP1 PRDX1 PRDX2 PRKAR1B PRKCD PRKCE PRKCG PRKD1 PRKDC PRKG1 PRKN PRMT1 PROC PROS1 PRRX1 PSMA1 PSMA6 PSMB4 PSMD10 PSPC1 PTEN PTGER3 PTGER4 PTGES PTGIS PTGS2 PTK2 PTK2B PTN PTPN1 PTPN11 PTPN2 PTPN22 PTPN6 PTPRC PTPRF PTPRS PTTG1IP PUM1 PUM2 PVR PYCARD PYDC1 PYDC2 PYDC5 PYHIN1 QARS1 RAB11FIP2 RAB7B RABGEF1 RACK1 RAD51 RAD51AP1 RAD52 RAD9A RADX RAET1E RAET1G RAG1 RAP2A RASGRP1 RASSF2 RB1 RB1CC1 RBM14 RBM47 RECQL5 REG3A REG3G RELA RELL1 RELL2 RFTN1 RFWD3 RGMA RHBDD3 RHBDF2 RICTOR RIF1 RIGI RIOK3 RIPK1 RIPK2 RMI2 RNASEH2B RNF125 RNF13 RNF135 RNF168 RNF169 RNF183 RNF185 RNF216 RNF26 RNF31 RNF8 RNFT1 RNFT2 ROCK2 RORA RPA2 RPL26 RPS19 RPS3 RPS6KA3 RREB1 RSAD2 RTEL1 RTN4 RTN4R RTN4RL1 RUVBL1 RUVBL2 S100A12 S100A14 S100A8 S100A9 SAA1 SAMHD1 SARM1 SASH1 SBNO2 SCARA3 SCARF1 SCGB1A1 SCIMP SDCBP SEC14L1 SELE SELENOK SELENON SELENOS SEMA3A SEMA4C SEMA7A SENP3 SERINC3 SERPINB2 SERPINB3 SERPINB4 SERPINB9 SERPINC1 SERPINE1 SERPINE2 SERPINF2 SERPING1 SESN1 SESN2 SESN3 SETD2 SETD4 SETD6 SETMAR SF3B3 SF3B5 SFPQ SFRP2 SGF29 SGTA SH2B3 SH2D1A SH2D1B SH3RF1 SH3RF2 SH3RF3 SHARPIN SHLD1 SHLD2 SHLD3 SHPK SIGLEC10 SIGLEC16 SIN3A SIRPA SIRT1 SIRT2 SIRT6 SIRT7 SKIL SLAMF1 SLAMF6 SLAMF8 SLC12A2 SLC15A2 SLC15A3 SLC15A4 SLC25A14 SLC25A23 SLC38A2 SLC39A8 SLC46A2 SLC7A11 SLF1 SLF2 SMAD3 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMCHD1 SMOC2 SMPDL3B SMYD2 SNAI1 SNAI2 SNCA SNX4 SNX6 SOCS3 SOCS5 SOD1 SOX4 SPATA2 SPHK1 SPI1 SPIDR SPINK5 SPIRE1 SPIRE2 SPN SPP1 SPRED1 SPRED2 SPRING1 SRC SRSF6 ST3GAL4 STAP1 STAT1 STAT2 STAT3 STAT5B STING1 STK24 STK25 STK3 STK39 STMP1 STOX1 SUCNR1 SUPT20H SUPT3H SUPT7L SUSD4 SVIP SYK SYT11 SYVN1 TADA1 TADA2B TADA3 TAF10 TAF12 TAF2 TAF4 TAF5 TAF5L TAF6 TAF6L TAF7 TAF9 TAF9B TAFA3 TAFA5 TAOK1 TAOK2 TAOK3 TARBP2 TASL TBC1D24 TBK1 TBXA2R TEK TELO2 TERF2 TERF2IP TEX15 TFIP11 TFPI TFPT TGFB1 TGFB2 TGFBR3 THBD THBS1 THOC1 THOC5 THY1 TICAM1 TICAM2 TIFA TIFAB TIGAR TIMELESS TIRAP TKFC TLR1 TLR10 TLR2 TLR3 TLR4 TLR5 TLR6 TLR7 TLR8 TLR9 TMBIM6 TMED2 TMEM126A TMEM161A TMEM259 TMEM33 TMSB4X TNC TNF TNFAIP3 TNFAIP6 TNFAIP8L2 TNFRSF11A TNFRSF12A TNFRSF19 TNFRSF1A TNFRSF1B TNFSF11 TNFSF18 TNFSF4 TNIK TNIP1 TNIP2 TNIP3 TNR TOMM70 TOP2B TP53 TP53BP1 TPD52L1 TPT1 TRADD TRAF2 TRAF3 TRAF3IP1 TRAF3IP2 TRAF4 TRAF6 TRAFD1 TREM2 TREML4 TREX1 TRIAP1 TRIL TRIM11 TRIM15 TRIM21 TRIM22 TRIM25 TRIM28 TRIM3 TRIM31 TRIM32 TRIM38 TRIM41 TRIM44 TRIM45 TRIM5 TRIM56 TRIM6 TRIM62 TRIM65 TRPC3 TRPV4 TRRAP TSLP TSPAN32 TSPAN6 TSPAN8 TTBK1 TTI1 TTI2 TTLL12 TWIST1 TXK TXNDC12 TYRO3 TYROBP UBASH3B UBE2K UBE2N UBE2V1 UBE2V2 UBQLN1 UBQLN2 UBQLN4 UBXN1 UCHL5 UCN UFD1 UFL1 UIMC1 ULK4 UNC5CL UNC93B1 USF1 USP1 USP13 USP14 USP15 USP17L2 USP18 USP19 USP22 USP25 USP27X USP29 USP38 USP47 USP50 USP51 VAMP2 VAMP3 VAMP7 VAMP8 VAV1 VDAC1 VEGFA VHL VIL1 VKORC1 VPS13C VPS35 VPS72 VSIG4 VTN WAS WDFY1 WDR48 WDR76 WFDC1 WFS1 WNT16 WNT4 WNT5A WNT7A WNT7B WRAP53 XBP1 XCL1 XDH XIAP XRCC1 XRCC5 XRCC6 YBX3 YEATS4 YES1 YJU2 YTHDF2 YTHDF3 YWHAZ YY1 ZBP1 ZBTB7B ZC3H12A ZCCHC3 ZCWPW1 ZDHHC1 ZDHHC11 ZDHHC12 ZDHHC18 ZDHHC5 ZFP36 ZMPSTE24 ZMYND11 ZNF365 ZNF385A ZNF622 ZNF675 ZNFX1 ZNHIT1 ZNRF1 ZNRF4 ZP3 GOBP_REGULATION_OF_RESPONSE_TO_TUMOR_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_RESPONSE_TO_TUMOR_CELL AHR CD160 CD226 CD274 CEACAM1 CRTAM DAPK1 FBXO38 GSDME HAVCR2 HLA-DRB1 HLA-DRB3 HMGB1 HRG HSPD1 IL12A IL12B IL4I1 MR1 NECTIN2 PVR SLC22A13 TGFB1 GOBP_REGULATION_OF_RESPONSE_TO_TYPE_II_INTERFERON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_RESPONSE_TO_TYPE_II_INTERFERON ARG1 CDC37 HPX IRGM MED1 NLRC5 NR1H2 NR1H3 OTOP1 PARP14 PARP9 PPARG PTPN2 TXK GOBP_REGULATION_OF_RESPONSE_TO_WOUNDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_RESPONSE_TO_WOUNDING ACTG1 ADAMTS18 ADRA2A ADTRP AJAP1 ALOX12 ALOX5 ANO6 ANXA1 ANXA2 APCS APOE APOH ARFGEF1 ATP7A BRAF C1QTNF1 CADM4 CASK CAV1 CCN4 CD109 CD36 CD9 CEACAM1 CERS2 CLASP1 CLASP2 CLDN1 CLDN19 CLDN3 CLDN4 CLEC7A CNTF CPB2 CRK CXCR4 DDR2 DMTN DUOX1 DUOX2 EDN1 EMILIN1 EMILIN2 ENPP4 EPHA4 EPHB2 EPPK1 EXTL3 F11 F12 F2 F2R F2RL1 F3 F7 FAP FERMT1 FERMT2 FGA FGB FGF2 FGG FKBP1B FLNA FOXA2 FOXC2 GIT1 GP1BA GRN HBEGF HPSE HRAS HRG IGF1R IL10 IL17A IL33 INPP5F INSL3 ITGB1 KANK1 KIAA0319 KLF4 KLKB1 KNG1 KREMEN1 KRT1 LRIG2 MAP2K1 MAP2K2 MDK MIR1298 MIR15B MIR200B MIR21 MIR221 MIR222 MIR29A MIR34A MIR431 MIR451A MIR892B MMRN1 MTOR MYLK MYOZ1 NEO1 NFE2L2 NOS3 OCLN PDGFA PDGFB PDGFRA PHLDB2 PLAT PLAU PLAUR PLG PRDX2 PRKCD PRKCE PRKG1 PROC PROS1 PTEN PTK2 PTN PTPN6 PTPRF PTPRS PUM2 REG3A REG3G RGMA RREB1 RTN4R RTN4RL1 SCARF1 SERPINB2 SERPINC1 SERPINE1 SERPINE2 SERPINF2 SERPING1 SH2B3 SIGLEC10 SLC12A2 SMAD3 SMOC2 SPP1 SRSF6 ST3GAL4 STAT3 STK24 TAFA5 TBXA2R TFPI THBD THBS1 TNF TNFAIP3 TNFRSF12A TNR TSPAN8 UBASH3B USF1 VIL1 VKORC1 VTN WFDC1 WNT4 XBP1 GOBP_REGULATION_OF_RESTING_MEMBRANE_POTENTIAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_RESTING_MEMBRANE_POTENTIAL ATP1A3 KCNJ10 KCNJ2 KCNK1 KCNK3 KCNK5 KCNK6 NALCN PSEN1 TREM2 GOBP_REGULATION_OF_RETINAL_GANGLION_CELL_AXON_GUIDANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_RETINAL_GANGLION_CELL_AXON_GUIDANCE ATOH7 NRP1 POU4F2 PTPRO SLIT2 VEGFA GOBP_REGULATION_OF_RETINOIC_ACID_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_RETINOIC_ACID_RECEPTOR_SIGNALING_PATHWAY AKR1C3 ASXL1 CALR CNOT1 CTBP2 CYP26A1 CYP26B1 CYP26C1 DHRS3 EZH2 KLF2 NR2C1 PRAME SNW1 TRIM16 ZNF536 GOBP_REGULATION_OF_RETROGRADE_PROTEIN_TRANSPORT_ER_TO_CYTOSOL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_RETROGRADE_PROTEIN_TRANSPORT_ER_TO_CYTOSOL BCAP31 BRSK2 DERL2 DERL3 EDEM1 EDEM2 ERLEC1 OS9 SVIP UBAC2 UBE2G2 UBE2J1 YOD1 GOBP_REGULATION_OF_RETROGRADE_TRANSPORT_ENDOSOME_TO_GOLGI https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_RETROGRADE_TRANSPORT_ENDOSOME_TO_GOLGI ARFIP1 ATP9A EIPR1 LRRK2 PRKN RAB29 USP7 GOBP_REGULATION_OF_RHODOPSIN_MEDIATED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_RHODOPSIN_MEDIATED_SIGNALING_PATHWAY AIPL1 CAMKMT GNAT1 GRK1 GRK4 GRK7 GUCY2D GUCY2F NMT1 NMT2 GOBP_REGULATION_OF_RHO_PROTEIN_SIGNAL_TRANSDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_RHO_PROTEIN_SIGNAL_TRANSDUCTION ABCA1 ABL1 ABL2 ABRA ADGRG1 AKAP13 APOA1 APOC3 APOE ARHGAP20 ARHGAP35 ARHGAP42 ARHGDIA ARHGDIB ARHGEF18 ARHGEF2 ARHGEF28 ARHGEF3 ARRB1 BCL6 BCR CCDC125 CDC42SE1 CDC42SE2 COL3A1 CUL3 DLC1 EPS8 EPS8L1 EPS8L2 EPS8L3 F11R F2R F2RL1 F2RL2 F2RL3 FLCN FLOT1 GPR17 GPR174 GPR18 GPR199P GPR20 GPR35 GPR4 GPR55 GPR65 HEG1 ITGA3 ITGB1 KANK1 KANK2 KCTD10 KCTD13 LPAR1 LPAR2 LPAR4 LPAR6 MCF2L MET MYO9B MYOC NET1 NRP1 OPHN1 P2RY10 P2RY8 PDCD10 PRAG1 RAC1 RAF1 RALBP1 RASIP1 RIPOR2 RIT2 ROBO1 RTN4R SCAI STARD13 STARD8 STMN1 SYNPO2L TAGAP TNFAIP1 GOBP_REGULATION_OF_RIBONUCLEASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_RIBONUCLEASE_ACTIVITY ABCE1 HSPA1A NPM1 OAS1 OAS2 OAS3 OASL PDE3A TMBIM6 GOBP_REGULATION_OF_RIBOSOME_BIOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_RIBOSOME_BIOGENESIS DAPL1 HABP4 KAT2B MALSU1 METTL18 NUDT16 SERBP1 SHQ1 USP16 GOBP_REGULATION_OF_RIG_I_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_RIG_I_SIGNALING_PATHWAY ANKRD17 BIRC2 BIRC3 C1QBP DDX60 DHX58 GPATCH3 NLRX1 NOP53 NPLOC4 OASL PUM1 PUM2 RNF125 SEC14L1 TRIM15 UFD1 USP15 USP17L2 ZCCHC3 GOBP_REGULATION_OF_RNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_RNA_BINDING EIF3C EIF3D EIF3E EIF4G1 FMR1 GEMIN2 LARP6 NCBP1 NUCKS1 GOBP_REGULATION_OF_RNA_EXPORT_FROM_NUCLEUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_RNA_EXPORT_FROM_NUCLEUS AKAP8L CPSF6 DHX9 IWS1 KHDRBS1 NCBP2 NRDE2 NSUN2 NUP153 SETD2 SUPT6H TPR WNK1 GOBP_REGULATION_OF_RNA_POLYMERASE_II_REGULATORY_REGION_SEQUENCE_SPECIFIC_DNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_RNA_POLYMERASE_II_REGULATORY_REGION_SEQUENCE_SPECIFIC_DNA_BINDING DAZAP2 DDIT3 DDRGK1 EP300 HAND1 LAMTOR5 NSD1 TMSB4X ZNF593 GOBP_REGULATION_OF_RNA_POLYMERASE_II_TRANSCRIPTION_PREINITIATION_COMPLEX_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_RNA_POLYMERASE_II_TRANSCRIPTION_PREINITIATION_COMPLEX_ASSEMBLY ATF7IP CAND1 HMGB1 PSMC6 THRA TP53 WNT10B GOBP_REGULATION_OF_RNA_SPLICING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_RNA_SPLICING AFF2 AHNAK AHNAK2 AKAP17A ATXN7 ATXN7L3 BRDT C1QBP CCNL1 CCNL2 CELF1 CELF2 CELF3 CELF4 CELF5 CELF6 CIRBP CLK1 CLK2 CLK3 CLK4 CLNS1A CWC22 DAZAP1 DDX17 DDX5 DYRK1A ENY2 ERN1 ESRP1 ESRP2 FAM172A FAM50A FASTK FMR1 FUS FXR1 FXR2 GRSF1 HABP4 HMX2 HNRNPA1 HNRNPA2B1 HNRNPF HNRNPH1 HNRNPH2 HNRNPH3 HNRNPK HNRNPL HNRNPLL HNRNPU HOXB-AS3 HSPA1A HSPA8 ILDR1 ILDR2 JMJD6 KAT2A KAT2B KHDRBS1 KHDRBS2 KHDRBS3 LARP7 MAGOH MBNL1 MBNL2 MBNL3 METTL16 METTL4 MYOD1 NCBP1 NCL NOVA1 NOVA2 NPM1 NSRP1 NUP98 PCBP4 PIK3R1 POLR2A PQBP1 PRDX6 PRMT5 PRPF19 PRX PTBP1 PTBP2 PTBP3 PUF60 QKI RBFOX1 RBFOX2 RBFOX3 RBM10 RBM11 RBM12 RBM12B RBM15 RBM15B RBM20 RBM22 RBM23 RBM24 RBM25 RBM3 RBM38 RBM39 RBM4 RBM42 RBM47 RBM5 RBM7 RBM8A RBMX RBMXL1 RBMY1A1 RBMY1B RBMY1D RBMY1E RBMY1F RBMY1J REST RNPS1 RPS13 RPS26 RRP1B SAP18 SETX SF1 SF3B3 SF3B4 SF3B5 SFSWAP SGF29 SLC38A2 SLC39A5 SMU1 SNRNP70 SNW1 SON SRPK1 SRPK2 SRRM1 SRRM4 SRSF1 SRSF10 SRSF12 SRSF3 SRSF4 SRSF6 SRSF7 SRSF9 STH SUPT20H SUPT3H SUPT7L TADA1 TADA2B TADA3 TAF10 TAF12 TAF5L TAF6L TAF9 THRAP3 TIA1 TMBIM6 TRA2A TRA2B TRRAP U2AF2 USP22 WDR77 WTAP YTHDC1 ZBTB7A ZC3H10 ZNF326 ZNF638 ZPR1 GOBP_REGULATION_OF_RRNA_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_RRNA_PROCESSING BUD23 DIMT1 HEATR1 KAT2B METTL18 NUDT16 RIOK1 RIOK2 SHQ1 SIRT7 TRMT112 USP36 UTP15 WDR43 WDR75 YTHDF2 GOBP_REGULATION_OF_RUFFLE_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_RUFFLE_ASSEMBLY ABI3 ARHGAP24 CARMIL2 CAV1 COBL CORO1C CYFIP1 DEF8 EPS8 EPS8L1 EPS8L2 EPS8L3 EVL FAM98A HRAS ICAM1 KANK1 NDEL1 NLGN1 P2RX4 P2RY12 PFN1 PFN2 PLEKHM1 RCC2 RDX RHOG SH3YL1 STAP1 TACSTD2 USP17L2 WDPCP GOBP_REGULATION_OF_RYANODINE_SENSITIVE_CALCIUM_RELEASE_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_RYANODINE_SENSITIVE_CALCIUM_RELEASE_CHANNEL_ACTIVITY AKAP6 CALM1 CALM2 CALM3 CAMK2D CASQ2 CLIC2 DMD FKBP1A FKBP1B FKBP1C GSTM2 GSTO1 HRC JPH1 JPH2 JPH3 JPH4 JSRP1 NOS1 PDE4D PKD2 PRKACA SELENON SRI TRDN GOBP_REGULATION_OF_SALIVA_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SALIVA_SECRETION AQP1 DCANP1 FGF10 NEUROG1 OPRK1 PPP3CA TIFAB GOBP_REGULATION_OF_SARCOMERE_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SARCOMERE_ORGANIZATION AKAP13 ANKRD23 BMP10 CAV3 EDN1 MIR1-1 MYLK3 PRKD1 PROX1 GOBP_REGULATION_OF_SECONDARY_HEART_FIELD_CARDIOBLAST_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SECONDARY_HEART_FIELD_CARDIOBLAST_PROLIFERATION CTNNB1 EYA1 HAND2 HES1 ISL1 MKS1 NOTCH1 SIX1 TBX5 GOBP_REGULATION_OF_SECONDARY_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SECONDARY_METABOLIC_PROCESS APPL1 ASIP ATP7A CDH3 CTNS GIPC1 MFSD12 OPN3 PMEL RAB38 RAPGEF2 SLC24A5 SLC7A11 TYRP1 WNT5A ZEB2 GOBP_REGULATION_OF_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SECRETION AACS ABAT ABCA12 ABCB11 ABCC8 ABCG1 ACHE ACSL3 ACSL4 ACVR1C ADA ADAM8 ADAM9 ADCY5 ADCY8 ADCYAP1 ADGRE2 ADIPOQ ADORA1 ADORA2A ADORA2B ADORA3 ADRA2A ADRA2B ADRA2C ADTRP AGT AGTR1 AIMP1 ALOX12B ALOX5 ANG ANKRD1 ANO1 ANXA1 ANXA2 AP1G1 APBB1 APBB3 APOE AQP1 ARF6 ARFIP1 ASIC1 ATG5 ATP13A2 ATP2A2 ATP9A AVP AVPR1A AVPR1B BAD BAIAP3 BCR BGLAP BLK BMAL1 BMP2 BMP6 BMP8A BRAF BRSK2 C12orf4 C1QTNF1 C1QTNF12 C1QTNF3 C2CD2L CACNB4 CADPS CADPS2 CAMK2A CAPN10 CARTPT CASK CASR CBARP CCKAR CCL5 CCN3 CCR2 CD177 CD200 CD2AP CD300A CD33 CD38 CD74 CD84 CDK16 CDK5 CDK5R2 CEACAM1 CELA2A CES1 CFTR CHD7 CHGA CHMP2A CHMP3 CHMP6 CHRM3 CHRNA3 CHRNA4 CHRNA6 CHRNA7 CHRNB2 CHRNB4 CLASP1 CLASP2 CLOCK CNR1 CORIN CPB2 CPLANE2 CPLX1 CPLX2 CPLX3 CPLX4 CPT1A CREB1 CRH CRHBP CRHR1 CRY1 CRY2 CSPG5 CXCL12 CYBA CYP19A1 CYP4A11 CYP4F2 CYP51A1 DAB2 DCANP1 DNAJC1 DNM1L DOC2A DOC2B DPH3 DRD2 DRD3 DRD4 DTNBP1 DVL1 DYSF EDN1 EDN3 EFNA5 EGF EIPR1 ENSA ENY2 EPHA5 ERBB3 ERP29 EXPH5 F2 F2R F2RL1 F2RL2 FAM3D FBXL20 FBXO45 FCGR2B FER FER1L4 FER1L5 FES FFAR1 FFAR2 FFAR3 FFAR4 FGA FGB FGF10 FGF20 FGF23 FGG FGR FKBP1B FMR1 FOXA2 FOXF1 FOXL2 FOXO1 FRMD4A G6PC2 GAB2 GABBR1 GAL GALR1 GATA1 GATA2 GCG GCK GDF9 GDNF GHRH GHRHR GHRL GHSR GIP GIPR GIT1 GJA1 GLUD1 GNA11 GNAI2 GNAZ GOLPH3 GOLPH3L GPER1 GPLD1 GPR158 GPR27 GPR68 GRK2 GRM2 GRM7 GRP HADH HAP1 HCAR2 HCRT HFE HGS HIF1A HIP1R HLA-DRB1 HLA-F HMGCR HNF4A HRH3 HTR1A HTR1B HTR2A HTR2C HYAL3 IER3IP1 IFNG IGF1 IL11 IL12A IL12B IL13 IL13RA2 IL1A IL1B IL1RAPL1 IL4 IL4R IL6 ILDR1 INHA INHBA INHBB INS IRS1 IRS2 ISL1 ITGAM ITGB2 ITPR1 JAGN1 JAK2 KCNA2 KCNA5 KCNB1 KCNJ11 KCNMB4 KCNN4 KCNQ1 KDM5B KISS1 KLF7 KLRC2 KMO KRT20 LACRT LAMP1 LEP LGALS9 LGI3 LIF LILRB1 LLGL1 LLGL2 LRP5 LRRC8A LRRK2 LYN MAOB MAP2K6 MCTP1 MCTP2 MCU MEF2C MICAL1 MIDN MIF MIR146A MIR199A1 MIR199B MIR19A MIR19B1 MIR29B1 MIR30C1 MIR33A MIR766 MIR93 MPC2 MTNR1B MYB MYH10 MYO18A MYO6 MYOF MYOM1 MYRIP NADK NCKAP1L NDUFAF2 NEO1 NEUROD1 NEUROG1 NF1 NHERF1 NKX3-1 NKX6-1 NLGN1 NLGN2 NLRP6 NMB NNAT NOS2 NOTCH1 NPPB NPR1 NPSR1 NPVF NPY5R NR0B2 NR1D1 NR1H2 NR1H3 NR1H4 NRG1 NSF NTSR1 OAS2 OPRK1 OPRM1 OR51E2 ORAI1 OSBP OSM OTOF OXTR P2RX1 P2RX4 P2RX7 P2RY1 P2RY2 P2RY4 P3H1 PARD6A PASK PAX8 PCK2 PCLO PCSK1 PDCD6IP PDE8B PDPK1 PDX1 PER2 PFKFB2 PFKL PFKM PFN2 PICK1 PIM3 PINK1 PLA2G10 PLA2G1B PLA2G3 PLA2G4A PLA2G6 PLA2R1 PLCB1 PNKD POFUT2 POMC PPARG PPFIA2 PPIA PPID PPP3CA PPP3CB PRAM1 PREPL PRKAA1 PRKACA PRKAR1A PRKCB PRKCE PRKCG PRKD1 PRKG1 PRKN PRL PSMD9 PTAFR PTGER3 PTGES PTPN11 PTPN23 PTPRN PTPRN2 RAB11FIP1 RAB11FIP3 RAB11FIP5 RAB12 RAB13 RAB15 RAB21 RAB26 RAB27A RAB27B RAB2B RAB33B RAB3A RAB3B RAB3C RAB3D RAB3GAP1 RAB5A RAB7A RAB8A RAB8B RAB9A RABGEF1 RAC2 RALA RAP1A RAP1B RAP1BL RAP1GDS1 RAPGEF4 RASL10B RBP4 REN REST RETN RFX3 RFX6 RGCC RHBDD3 RHBDF1 RHBDF2 RIC1 RIMS1 RIMS2 RIMS3 RIMS4 RPH3A RPH3AL RSAD2 S100A10 S100A8 SAA1 SCAMP5 SCG5 SCIN SCT SDC1 SDC4 SDCBP SDHD SEC24A SELENOT SEPTIN1 SEPTIN2 SEPTIN4 SEPTIN5 SERGEF SERP1 SFRP1 SGK1 SIDT2 SIRT3 SIRT4 SIRT6 SLC10A1 SLC12A2 SLC16A1 SLC18A3 SLC25A22 SLC2A2 SLC30A1 SLC30A8 SLC38A2 SLC4A8 SLC6A1 SLC6A4 SLC8B1 SLC9B2 SMAD4 SMCR8 SMPD3 SNAP25 SNAPIN SNCA SNCAIP SNCG SNF8 SNX4 SNX6 SOX11 SOX4 SPHK2 SPI1 SPINK1 SPP1 SPX SREBF1 SRI SSTR4 SSTR5 STAM STC1 STK39 STX1A STX1B STX4 STXBP1 STXBP2 STXBP3 STXBP4 STXBP5 STXBP5L STXBP6 SV2A SV2B SV2C SYBU SYK SYN1 SYP SYT1 SYT10 SYT11 SYT12 SYT13 SYT15 SYT17 SYT2 SYT3 SYT4 SYT5 SYT6 SYT7 SYT8 SYT9 SYTL4 TACR1 TACR2 TARDBP TCF7L2 TCIRG1 TFAP2B TFF2 TFR2 TGFB1 TGFB2 TGFB3 TIAM1 TIFAB TLR2 TLR4 TM7SF3 TMED10 TMEM132A TMF1 TNF TNFRSF11A TNFRSF1A TNFRSF1B TNFSF11 TPCN2 TREM2 TRH TRPM4 TRPV6 TSG101 TSPO TTN TUNAR UCN UCN3 UCP2 UNC13B UNC13D UQCC2 VAMP2 VAMP3 VAMP7 VAMP8 VEGFC VIP VPS18 VPS35 VPS4A VPS4B VSNL1 WDR41 WLS WNK1 WNK4 WNT7A XBP1 ZBED6 ZP3 GOBP_REGULATION_OF_SENSORY_PERCEPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SENSORY_PERCEPTION ACP3 ADORA1 ATPSCKMT CCL3 CCN3 F2R FABP5 GPR171 GRIN2D GRM1 MGLL OPRPN SMR3A SMR3B SPX TAFA4 TMEM100 ZFHX2 GOBP_REGULATION_OF_SEQUESTERING_OF_TRIGLYCERIDE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SEQUESTERING_OF_TRIGLYCERIDE ABHD5 APOC4 CIDEA FITM1 FITM2 LPL OSBPL11 OSBPL8 PLIN2 PLIN3 PLIN5 PNPLA2 PPARA PPARG TREM2 GOBP_REGULATION_OF_SERINE_TYPE_PEPTIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SERINE_TYPE_PEPTIDASE_ACTIVITY ANXA8 ANXA8L1 CR1 MIR19B1 SEMG1 SEMG2 SPINK2 SPINK5 GOBP_REGULATION_OF_SEROTONIN_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SEROTONIN_SECRETION CNR1 HRH3 HTR1A HTR1B LILRB1 MAOB SLC6A4 GOBP_REGULATION_OF_SHORT_TERM_NEURONAL_SYNAPTIC_PLASTICITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SHORT_TERM_NEURONAL_SYNAPTIC_PLASTICITY CLN3 GRIK2 KMT2A PPFIA3 RAB3A RAB3GAP1 SHISA6 SHISA7 SHISA8 SHISA9 SLC4A10 SLC8A2 SYAP1 SYNGR1 SYP SYT4 GOBP_REGULATION_OF_SIGNALING_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SIGNALING_RECEPTOR_ACTIVITY ACE2 ADAM17 ADRA2A ADRA2B ADRA2C ADRB2 ANKRD13C APP ARC BEGAIN BICD1 BUD31 CACNG2 CACNG3 CACNG4 CACNG5 CACNG7 CACNG8 CALCR CAPN1 CAV3 CBL CBLB CBLC CCL2 CCR2 CGA CHMP6 CLEC12B CNIH2 CNIH3 CNRIP1 CRH CRHBP DAPK1 DLG4 DLGAP1 DLGAP2 DLGAP3 DLGAP4 EDN1 EPGN EPHB2 ERRFI1 FBXW7 FCGR2B FSHB GPRC5A GREM1 GREM2 GSG1L HDAC1 HDAC2 HDAC6 HFE HIF1A IFNG IL10 ITGB1 JAK2 LILRB4 LYNX1 MAPK8IP2 MEF2C MINK1 MIR185 MUC4 NCF1 NCOA3 NETO1 NLGN1 NLGN2 NLGN3 NOG NRP1 OPRM1 PARK7 PATE4 PCSK9 PDE4D PLAU PPARA PPARG PRKCD PRRT1 PSCA PTK2B RAMP3 RELN SERPINE1 SHANK1 SHANK3 SHISA6 SHISA7 SHISA8 SHISA9 SLC24A4 SLC6A9 SLURP2 SNX6 SOCS4 SOCS5 TAF1 TAFA1 TAFA4 TNF TSG101 VPS25 ZFYVE28 ZGPAT GOBP_REGULATION_OF_SIGNAL_TRANSDUCTION_BY_P53_CLASS_MEDIATOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SIGNAL_TRANSDUCTION_BY_P53_CLASS_MEDIATOR AKT1 ANKRD1 ARMC10 ATAD5 ATM ATR AURKA AURKB BCL2 BDKRB2 BOP1 CD44 CD74 CDK5RAP3 CHD5 CHEK1 CHEK2 COPS3 DDX5 DYRK1A DYRK2 DYRK3 EEF1E1 EIF5A ELL3 EP300 HAPSTR1 HEXIM1 HIC1 HIPK2 HIPK4 HNRNPK ING2 ING4 KAT6A KDM1A KMT5A MAP2K6 MAPKAPK5 MARCHF7 MDM2 MIF MIR186 MIR21 MLF1 MSX1 MTOR MUC1 MYC NOP2 NOP53 NPM1 NUAK1 PAK1IP1 PIP4P1 PLA2R1 PLK3 PMAIP1 PML PRKN PRMT5 PRMT6 PSMD10 PTTG1IP PYHIN1 RFFL RNF34 RPF2 RPL11 RPL23 RPL26 RPL37 RPL5 RPS15 RPS20 RPS7 RRM2B RRN3 RRS1 SETD9 SGK1 SIRT1 SMYD2 SNAI1 SNAI2 SOX4 SPRED1 SPRED2 STK11 TAF1 TAF9 TAF9B TIFAB TP53 TP53RK TRIAP1 TRIM24 TWIST1 UBB URB2 USP15 USP2 USP7 YJU2 ZMPSTE24 ZNF385A ZNHIT1 GOBP_REGULATION_OF_SISTER_CHROMATID_COHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SISTER_CHROMATID_COHESION ATRX AXIN2 BUB1 CTCF CTNNB1 DDX11 ESPL1 FEN1 MACROH2A1 NAA10 NSMCE2 RAD21 SLF1 SLF2 SMC5 TNKS WAPL GOBP_REGULATION_OF_SISTER_CHROMATID_SEGREGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SISTER_CHROMATID_SEGREGATION ACTB ACTL6A ACTL6B ANAPC1 ANAPC11 ANAPC15 ANAPC2 ANAPC4 ANAPC5 ANAPC7 APC ARID1A ARID1B ARID2 ATM AURKB BCL7A BCL7B BCL7C BECN1 BIRC5 BRD7 BUB1 BUB1B BUB3 CCNB1 CDC16 CDC20 CDC23 CDC27 CDC6 CDCA8 CDK1 CDK5RAP2 CENPE CENPF CHFR CUL3 DLGAP5 DPF1 DPF2 DPF3 DUSP1 DYNC1LI1 ESPL1 FBXO5 GEN1 HASPIN HECW2 HNRNPU IK INCENP KAT2B KAT5 KLHL22 KNL1 KNTC1 LCMT1 MAD1L1 MAD2L1 MAD2L1BP MAD2L2 MAP3K20 MAPK15 MOS NDC80 NEK6 NSMCE2 NUF2 NUMA1 PBRM1 PCID2 PHF10 PLK1 PRAP1 PSMG2 RAD21 RB1 RIOK2 RMI2 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SPC24 SPC25 SPDL1 TACC3 TEX14 TPR TRIP13 TTK UBE2C USP44 XRCC3 ZNF207 ZW10 ZWILCH ZWINT GOBP_REGULATION_OF_SKELETAL_MUSCLE_ADAPTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SKELETAL_MUSCLE_ADAPTATION ACTN3 ATP2A2 CAMK2B CAMK2G GTF2IRD1 IGFBP5 MIR208B MIR499A MYH7 MYMK PPP3CA TNNC1 TNNI1 TNNT1 GOBP_REGULATION_OF_SKELETAL_MUSCLE_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SKELETAL_MUSCLE_CELL_DIFFERENTIATION AKIRIN1 BMAL1 CYP26B1 DDX17 DDX5 EPHB1 GPC1 KLHL41 MEF2C MIR1-1 MSTN MYOCD NLN NR1D2 RBFOX1 RBM24 SIX1 SIX4 TBX1 UQCC2 GOBP_REGULATION_OF_SKELETAL_MUSCLE_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SKELETAL_MUSCLE_CELL_PROLIFERATION AKIRIN1 ANGPT1 ANHX CAV2 CFLAR EPHB1 FGF2 JAK2 MSTN MYOG PAXBP1 PPARD SELENON SHH SIX1 SIX5 GOBP_REGULATION_OF_SKELETAL_MUSCLE_CONTRACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SKELETAL_MUSCLE_CONTRACTION ACTN3 ATP2A1 C12orf57 CASQ1 CAV3 DMD DMPK GSTM2 GSTO1 KBTBD13 KCNJ2 MYH7 NR4A1 PRKD1 REM1 SCN4A SLC8A3 STRIT1 GOBP_REGULATION_OF_SKELETAL_MUSCLE_CONTRACTION_BY_CALCIUM_ION_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SKELETAL_MUSCLE_CONTRACTION_BY_CALCIUM_ION_SIGNALING CASQ1 DMD DMPK GSTM2 GSTO1 PRKD1 REM1 GOBP_REGULATION_OF_SKELETAL_MUSCLE_FIBER_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SKELETAL_MUSCLE_FIBER_DEVELOPMENT ACTN3 BCL2 FBXO22 HDAC9 LMOD3 MYF5 MYF6 MYOD1 MYOG NIBAN2 SHOX2 GOBP_REGULATION_OF_SKELETAL_MUSCLE_SATELLITE_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SKELETAL_MUSCLE_SATELLITE_CELL_PROLIFERATION AKIRIN1 ANGPT1 CFLAR EPHB1 FGF2 JAK2 MSTN MYOG PAXBP1 PPARD SIX1 SIX5 GOBP_REGULATION_OF_SKELETAL_MUSCLE_TISSUE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SKELETAL_MUSCLE_TISSUE_DEVELOPMENT ACTN3 BCL2 CDON CTNNB1 DLL1 FLOT1 IGF2 LMOD3 MEF2C MEGF10 MTM1 MYF5 MYF6 MYOD1 MYOG NIBAN2 PRKAA1 RPS6KB1 SHH SHOX2 TGFB1 TWIST1 USP19 WNT10B WNT3A YBX3 GOBP_REGULATION_OF_SKELETAL_MUSCLE_TISSUE_GROWTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SKELETAL_MUSCLE_TISSUE_GROWTH ACTN3 DLL1 IGF2 MSTN MTM1 RPS6KB1 TLL2 GOBP_REGULATION_OF_SKELETAL_MUSCLE_TISSUE_REGENERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SKELETAL_MUSCLE_TISSUE_REGENERATION CAPN3 GJD4 HOPX MYOD1 MYOZ1 PPARD SOX15 SPAAR GOBP_REGULATION_OF_SMAD_PROTEIN_SIGNAL_TRANSDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SMAD_PROTEIN_SIGNAL_TRANSDUCTION ACVR1 AMH BMP10 BMP2 BMP4 BMP5 BMP6 BMP7 BMPR1A BMPR2 CCN3 CILP DAB2 EID2 FAM89B GDF5 GDF6 GDF7 INHBA JAK2 KIAA0319 LDLRAD4 LRP1 MIR130A MIR140 MIR146A MIR195 MIR205 MIR23A MIR26B MIR27A MIR885 NODAL NUP93 OVOL2 PARP1 PBLD PMEPA1 PPARG SH2B1 SMAD4 SMAD6 SMAD7 SPTBN1 TBX20 TGFB1 TGFB3 TGFBR1 TGFBR2 TOB1 UCMA VEPH1 WWTR1 GOBP_REGULATION_OF_SMALL_GTPASE_MEDIATED_SIGNAL_TRANSDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SMALL_GTPASE_MEDIATED_SIGNAL_TRANSDUCTION ABCA1 ABL1 ABL2 ABR ABRA ADCYAP1R1 ADGRG1 AKAP13 ALS2 AMOT APOA1 APOC3 APOE ARAP1 ARF6 ARFGAP1 ARFGEF1 ARFGEF2 ARFGEF3 ARHGAP1 ARHGAP10 ARHGAP11A ARHGAP11B ARHGAP12 ARHGAP15 ARHGAP17 ARHGAP18 ARHGAP19 ARHGAP20 ARHGAP21 ARHGAP22 ARHGAP23 ARHGAP24 ARHGAP25 ARHGAP26 ARHGAP27 ARHGAP28 ARHGAP29 ARHGAP30 ARHGAP31 ARHGAP32 ARHGAP35 ARHGAP39 ARHGAP4 ARHGAP40 ARHGAP42 ARHGAP44 ARHGAP45 ARHGAP5 ARHGAP6 ARHGAP8 ARHGAP9 ARHGDIA ARHGDIB ARHGEF1 ARHGEF10 ARHGEF10L ARHGEF11 ARHGEF12 ARHGEF15 ARHGEF17 ARHGEF18 ARHGEF19 ARHGEF2 ARHGEF25 ARHGEF28 ARHGEF3 ARHGEF4 ARHGEF40 ARHGEF5 ARHGEF9 ARRB1 AUTS2 BCL6 BCR CADM4 CBL CCDC125 CD2AP CDC42SE1 CDC42SE2 CDON CGNL1 CHN1 CHN2 COL3A1 CRK CSF1 CUL3 CYRIB CYTH1 CYTH2 CYTH3 CYTH4 DAB2IP DEF6 DENND1A DENND3 DENND4A DENND4B DENND4C DLC1 DNMBP DOCK2 DOCK3 DOCK8 ECT2 EPHB2 EPO EPS8 EPS8L1 EPS8L2 EPS8L3 F11R F2R F2RL1 F2RL2 F2RL3 FAM13A FAM13B FBP1 FBXO8 FGD1 FGD2 FGD3 FGD4 FGD5 FGF10 FLCN FLOT1 FOXM1 FRMD7 GABARAP GARNL3 GBF1 GIT1 GIT2 GMIP GNA13 GPR17 GPR174 GPR18 GPR199P GPR20 GPR35 GPR4 GPR55 GPR65 HEG1 IGF1 IQSEC1 IQSEC2 IQSEC3 ITGA3 ITGAV ITGB1 ITPKB ITSN1 KALRN KANK1 KANK2 KBTBD6 KBTBD7 KCTD10 KCTD13 KIF14 KITLG KRAS LPAR1 LPAR2 LPAR4 LPAR6 LZTR1 MADD MAP4K4 MAPKAP1 MAPRE2 MCF2 MCF2L MET MFN2 MMD2 MYO9A MYO9B MYOC NET1 NF1 NGEF NGF NOTCH1 NOTCH2 NRP1 NTRK1 NUP62 OBSCN OGT OPHN1 P2RY10 P2RY8 PDCD10 PIK3CB PIK3CG PLCE1 PLEKHG1 PLEKHG3 PLEKHG4 PLEKHG4B PLEKHG5 PLEKHG6 PPP2CB PRAG1 PREX1 PREX2 PSD PSD2 PSD3 PSD4 RABGEF1 RABL3 RAC1 RACGAP1 RAF1 RALBP1 RALGAPA1 RALGAPA2 RALGAPB RALGPS1 RAP1GAP RAP1GAP2 RASA2 RASA3 RASA4 RASA4B RASAL1 RASAL3 RASGEF1A RASGRF1 RASGRF2 RASGRP1 RASGRP4 RASIP1 RDX RELN RGL2 RHOD RHOF RHOU RIPOR2 RIT2 ROBO1 RTN4R SCAI SGSM3 SH2B2 SH3BP1 SHOC2 SIPA1 SIPA1L1 SIPA1L2 SIPA1L3 SLIT2 SOS1 SOS2 SPATA13 SPRY1 SPRY2 SPRY3 SPRY4 SQSTM1 SRC SRGAP2 SRGAP3 SSX2IP STAMBP STARD13 STARD8 STK19 STMN1 STMN3 SWAP70 SYDE1 SYDE2 SYNGAP1 SYNPO2L TAGAP TGFB2 TGM2 TIAM1 TIAM2 TNFAIP1 TRIM67 TRIO TSC2 VAV1 VAV2 VAV3 GOBP_REGULATION_OF_SMALL_MOLECULE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SMALL_MOLECULE_METABOLIC_PROCESS ABCA2 ABCB11 ABCD1 ABCD2 ABCG1 ABCG4 ACACB ACADL ACADM ACADVL ACMSD ACTN3 ADCY10 ADCYAP1R1 ADIPOQ ADIPOR1 ADM AKR1C3 AKT1 AKT2 ALDOB ANTKMT ANXA1 APOA1 APOA4 APOA5 APOB APOC1 APOC2 APOC3 APOE APP APPL2 AQP8 ARL2 ARNT ARPP19 ARV1 ATCAY ATP2B4 ATP5IF1 ATPSCKMT AVP AVPR1A AVPR1B BAD BCKDK BEND3 BGLAP BHMT BMP2 BMP5 BMP6 BRCA1 C1QTNF1 C1QTNF12 C1QTNF3 CAV1 CBFA2T3 CD244 CD320 CD74 CDA CEACAM1 CES1 CH25H CLCN2 CLK2 CLN3 CLYBL CNR1 COQ3 CPT1A CREB1 CRY1 CYP27B1 CYP7A1 DAB2 DCAF5 DDB1 DDIT4 DGKQ DKK3 DKKL1 DNAJC30 DNM1L DUSP12 DYRK2 EGR1 EIF6 ELOVL5 ENO1 ENSG00000290147 EP300 EPHX2 EPM2AIP1 ERFE ERLIN1 ERLIN2 ETFBKMT FABP1 FABP3 FABP5 FBP1 FGF1 FGF19 FGFR4 FIS1 FLCN FMO1 FMO2 FMO4 FMO5 FOXA2 FOXK1 FOXK2 FOXO1 GAPDHS GCG GCK GCKR GFI1 GHSR GIP GIT1 GNB3 GNMT GPD1 GPER1 GPLD1 GPRC6A GPT GPT2 GSK3A GUCA1A GUCA1B H19 H6PD HDAC4 HIF1A HRH1 HTR2A IER3 IFNG IGF1 IGF2 IGFBP3 IGFBP4 IL1B IL4 INS INSIG1 INSIG2 INSR IRS1 IRS2 JMJD8 KAT2A KAT2B KIT KLHL25 LACC1 LCMT1 LDLR LDLRAP1 LEP LEPR LHCGR LONP2 LPCAT3 LPGAT1 MACROH2A1 MALRD1 MAS1 MBTPS1 MBTPS2 ME1 ME2 MFSD2A MID1IP1 MIDN MIR103A1 MIR107 MIR132 MIR182 MIR185 MIR204 MIR21 MIR210 MIR30C1 MIR33A MIR342 MIR548P MIR675 MIR766 MIR96 MIR98 MLST8 MLXIPL MLYCD MST1 MTLN MTOR NCOA2 NCOR1 NCOR2 NFKB1 NLN NNMT NOS1 NOS2 NOS3 NR1D1 NR1H2 NR1H3 NR1H4 NR3C1 NR4A3 NTSR1 NUPR1 OGT P2RX7 P2RY1 P2RY6 PANK2 PARK7 PARP1 PDK1 PDK2 PDK3 PDK4 PFKFB1 PGAM1 PGP PHKG2 PIBF1 PID1 PINK1 PLA2G3 PLEK PLIN5 PMAIP1 PPARA PPARD PPARG PPARGC1A PPP1R3E PPP1R3G PPP2CA PPP4R3B PPTC7 PRKAA1 PRKAA2 PRKACA PRKAG1 PRKAG2 PRKCE PRKG1 PRKN PRMT3 PROX1 PRXL2C PSEN1 PTAFR PTGS2 PTH PTH1R PTK2B PTPN2 RANBP2 RD3 RDH10 REST RGN RORA RORC RPTOR SCAP SDHAF3 SEC14L2 SELENOS SERPINA12 SESN2 SIK1 SIRT1 SIRT2 SIRT4 SIRT5 SIRT6 SIRT7 SLC22A13 SLC2A6 SLC35B4 SLC45A3 SLC4A1 SLC4A4 SLC7A11 SLC7A7 SNAI1 SNAI2 SNCA SOD1 SOGA1 SORBS1 SOX9 SPHK2 SRC SREBF1 SREBF2 STAR STARD4 STAT3 STK11 TAFAZZIN TCF7L2 TFF3 TIGAR TMSB4X TNF TP53 TREM2 TREX1 TRIB3 TSPO TTC39B TWIST1 TYSND1 UBR4 UGT1A8 USP7 VCP WDR5 WDTC1 WNT4 ZBTB20 ZBTB7A ZMPSTE24 ZNF692 GOBP_REGULATION_OF_SMOOTHENED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SMOOTHENED_SIGNALING_PATHWAY ACTRT1 ARMC9 BTRC C2CD3 CD3E CDK20 CHSY1 CIBAR1 CPLANE2 CREBBP CTNNA1 DCDC2 DHH DLG5 DYNC2H1 ENPP1 EVC FBXL17 FGF10 FGF9 FGFR2 FOXA1 FUZ GAS1 GAS8 GLI1 GLI3 GLIS2 GORAB GPC3 GPR161 GPR37L1 HERC4 HHIP IFT122 IFT140 IFT172 IFT81 IHH INTU KCTD21 KCTD6 KIF7 MEGF8 MGRN1 MKS1 MOSMO NDST1 OTX2 PDCL PRKACA PRKACB PRRX1 PTCH1 PTCH2 RAB34 RACK1 RB1 RFX4 RFX8 RORA RPGRIP1L RUNX2 SCUBE1 SERPINE2 SFRP1 SHH SHOX2 SKOR2 SMO STK36 SUFU TCTN1 TEDC1 TEDC2 TMED2 TTC21B TTC23 TUBD1 TULP3 TXNDC15 UCHL5 ULK3 VCP WDR11 ZIC1 GOBP_REGULATION_OF_SMOOTHENED_SIGNALING_PATHWAY_INVOLVED_IN_DORSAL_VENTRAL_NEURAL_TUBE_PATTERNING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SMOOTHENED_SIGNALING_PATHWAY_INVOLVED_IN_DORSAL_VENTRAL_NEURAL_TUBE_PATTERNING CDK20 CPLANE2 GLI3 GORAB GPR161 MKS1 PRKACA PRKACB SUFU TMED2 TULP3 GOBP_REGULATION_OF_SMOOTH_MUSCLE_CELL_CHEMOTAXIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SMOOTH_MUSCLE_CELL_CHEMOTAXIS AIF1 CORO1B LPAR1 MDK MIR34A PDGFD SLIT2 GOBP_REGULATION_OF_SMOOTH_MUSCLE_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SMOOTH_MUSCLE_CELL_DIFFERENTIATION ANKRD17 BMP4 CTH DNMT1 EFEMP2 ENG EREG FGF9 FGFR2 FOXO4 GPER1 HEY2 KIT MECP2 MED28 MIR1-1 MIR100 MIR125B1 MIR140 MIR145 MIR15B MIR18A MIR199B MIR21 MIR22 MIR221 MIR26A1 MIR34A MIR424 MYOCD NFATC1 NFATC2 NFATC3 OLFM2 PDCD4 PDGFB PIAS1 PRDM6 RBPMS2 SHH SIRT1 SMARCD3 SOD2 SRF ZEB1 GOBP_REGULATION_OF_SMOOTH_MUSCLE_CONTRACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SMOOTH_MUSCLE_CONTRACTION ABAT ADA ADORA2B ADRA1A ADRA2A ADRA2B ADRA2C ADRB2 ARHGAP42 ATP1A2 ATP2B1 CALCA CAV1 CHRM2 CHRM3 CHRNA3 CHRNB4 CNN1 CTTN DAPK3 DOCK4 DOCK5 EDN1 EDN2 F2R GHRL GHSR GPER1 GUCY1A1 ITGA2 KCNB2 KIT MIR143 MIR145 MIR153-1 MIR21 MYOCD NMU NMUR2 NPNT ORMDL3 OXTR P2RX1 PLCE1 PRKG1 PROK2 PTAFR PTGS2 RGS2 RHOA SETD3 SOD1 SPHK1 SPX SRF TACR1 TACR2 TACR3 TBXA2R TNNI3 ZDHHC21 GOBP_REGULATION_OF_SNARE_COMPLEX_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SNARE_COMPLEX_ASSEMBLY ANKRD27 PRRT2 SEPTIN8 SNCA STXBP1 STXBP6 TGFBRAP1 VPS11 VPS16 VPS18 VPS33A VPS39 VPS41 VPS8 GOBP_REGULATION_OF_SNRNA_TRANSCRIPTION_BY_RNA_POLYMERASE_II https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SNRNA_TRANSCRIPTION_BY_RNA_POLYMERASE_II CC2D1A LARP7 MEPCE MYOD1 ZNF143 GOBP_REGULATION_OF_SODIUM_DEPENDENT_PHOSPHATE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SODIUM_DEPENDENT_PHOSPHATE_TRANSPORT ATF4 CEBPB CRY2 SFRP4 SLC34A1 GOBP_REGULATION_OF_SODIUM_ION_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SODIUM_ION_TRANSMEMBRANE_TRANSPORT ACTN4 ANK3 ATP1A2 ATP1B1 ATP1B2 ATP1B3 ATP2B4 BPIFA1 CAMK2D CAV3 CHP1 CHP2 COMMD1 DLG1 DMD DRD4 FGF11 FGF12 FGF13 FGF14 FXYD1 FXYD2 FXYD3 FXYD4 FXYD5 FXYD6 FXYD6P3 FXYD7 GLRX GPD1L GRP HECW1 HECW2 MIR192 MIR24-1 MIR448 NEDD4 NEDD4L NETO1 NOS1 OSR1 PCSK9 PRKCE PTPN3 RANGRF SCN1B SCN2B SCN3B SCN4B SCN5A SLC9A1 SLMAP SNTA1 STK39 TESC UTRN WNK1 WNK2 WNK3 YWHAH GOBP_REGULATION_OF_SODIUM_ION_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SODIUM_ION_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ACTN4 ANK3 ATP1A2 ATP1B1 CAMK2D CAV3 CHP1 CHP2 DMD DRD4 FGF11 FGF12 FGF13 FGF14 FXYD1 FXYD2 FXYD3 FXYD4 FXYD5 FXYD6 FXYD6P3 FXYD7 GLRX GPD1L GRP HECW1 HECW2 MIR192 MIR24-1 MIR448 NEDD4 NEDD4L NETO1 OSR1 PCSK9 PRKCE PTPN3 RANGRF SCN1B SCN2B SCN3B SCN4B SLC9A1 SLMAP STK39 TESC UTRN WNK2 WNK3 YWHAH GOBP_REGULATION_OF_SODIUM_ION_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SODIUM_ION_TRANSPORT ACTN4 ADRB2 AHCYL1 AKT1 ANK3 ATP1A1 ATP1A2 ATP1B1 ATP1B2 ATP1B3 ATP2B4 BPIFA1 CAMK2D CAV3 CHP1 CHP2 CNKSR3 CNTN1 COMMD1 DLG1 DMD DMPK DRD2 DRD4 FGF11 FGF12 FGF13 FGF14 FXYD1 FXYD2 FXYD3 FXYD4 FXYD5 FXYD6 FXYD6P3 FXYD7 GLRX GPD1L GRP HECW1 HECW2 MIR192 MIR24-1 MIR448 MLLT6 NEDD4 NEDD4L NETO1 NHERF1 NKAIN1 NKAIN2 NKAIN3 NKAIN4 NKX2-5 NOS1 NOS3 OSR1 P2RX4 P2RX7 PCSK9 PER1 PKP2 PRKCE PRSS8 PTPN3 RANGRF SCN1B SCN2B SCN3B SCN4B SCN5A SERPINE2 SIK1 SLC9A1 SLMAP SNTA1 SPTBN4 STK39 TESC UTRN WNK1 WNK2 WNK3 WNK4 YWHAH GOBP_REGULATION_OF_SOMATIC_STEM_CELL_POPULATION_MAINTENANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SOMATIC_STEM_CELL_POPULATION_MAINTENANCE BMP7 HNF1B LBH MIR145 MYC PAX2 PAX8 SMO TAF5L TAF6L TAL1 TP63 GOBP_REGULATION_OF_SOMITOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SOMITOGENESIS CDX1 CDX2 DLL1 DMRT2 LFNG NOTCH1 GOBP_REGULATION_OF_SPHINGOLIPID_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SPHINGOLIPID_BIOSYNTHETIC_PROCESS ABCA2 CCN1 ENPP7 ORMDL1 ORMDL2 ORMDL3 PLA2G6 PRKAA1 PRKCD SAMD8 SIRT3 SPHK1 SPHK2 GOBP_REGULATION_OF_SPINDLE_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SPINDLE_ASSEMBLY CCSAP CENPJ CEP97 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 DRG1 DYNC1H1 EML3 GPSM2 HNRNPU HSPA1A HSPA1B MAPK15 NUMA1 PDCD6IP PLK1 RNF4 SASS6 SENP6 SPAG5 STIL TPR VPS4B GOBP_REGULATION_OF_SPINDLE_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SPINDLE_ORGANIZATION ANKRD53 BORA CCSAP CENPJ CEP97 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CLTC DCTN1 DRG1 DYNC1H1 EML3 FSD1 GNAI1 GPSM2 HNRNPU HSPA1A HSPA1B MAP9 MAPK15 NUMA1 NUP62 PARP3 PDCD6IP PKD1 PLK1 PSRC1 RAE1 RNF4 SASS6 SENP6 SPAG5 STIL TACC3 TPR TPX2 VPS4B GOBP_REGULATION_OF_SPONTANEOUS_SYNAPTIC_TRANSMISSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SPONTANEOUS_SYNAPTIC_TRANSMISSION AGER APP ITGB1 PRKN SLC12A2 STX1B GOBP_REGULATION_OF_SPROUTING_ANGIOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SPROUTING_ANGIOGENESIS ADAMTS9 ALOX5 BMPER CEACAM1 CEMIP2 CREB3L1 DLL1 E2F2 EPN1 EPN2 FGF1 FGF16 FGF18 FGF2 FUT1 GHRL GHSR GLUL IL10 ITGA5 JAK1 JCAD JMJD8 KLF2 KLF4 MIR1-1 MIR1224 MIR125A MIR126 MIR138-1 MIR17 MIR18A MIR19A MIR20A MIR221 MIR23A MIR30B MIR30C1 MIR30E MIR31 MIR329-1 MIR34A MIR34B MIR34C MIR375 MIR377 MIR487B MIR495 MIR92A1 PDPK1 PIK3CB PKM PPP1R16B RHOJ S100A1 SEMA6A SLC39A12 SMAD1 SYNJ2BP THBS1 TJP1 TNN TSPAN18 VEGFA GOBP_REGULATION_OF_SREBP_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SREBP_SIGNALING_PATHWAY AMFR FBXW7 INSIG1 INSIG2 MIR96 SPRING1 TMED2 ZBTB7B GOBP_REGULATION_OF_STEM_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_STEM_CELL_DIFFERENTIATION ABL1 BBS12 BMPR1A CDK12 CDK13 CDK6 CHD3 CHD4 DHX36 EIF2AK2 ESRRB EZH2 FGF2 FOXC1 GATAD2A GATAD2B GDNF GSK3B HDAC1 HDAC2 HES1 HES5 HNRNPU HOXB4 HSPA9 ITCH JAG1 KAT5 KDM3A KDM4C LBH LTBP3 MBD3 METTL3 MIR146A MTA1 MTA2 MTA3 MTCH2 N4BP2L2 NELFB NFE2L2 NKX2-5 NOTCH1 NSUN2 NUDT21 OCIAD1 OSM PDGFRA PRICKLE1 PRKDC PTN PUS7 PWP1 RBBP4 RBBP7 RBM24 REST SETD1A SIRT6 SLC4A11 SMYD5 SOX17 SOX5 SOX6 SOX9 SP7 STAT3 TACSTD2 TBX3 TBX5 TCF15 TEAD2 TGFB2 TRIM6 YAP1 YTHDF2 ZFP36 ZFP36L2 GOBP_REGULATION_OF_STEM_CELL_DIVISION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_STEM_CELL_DIVISION CDK2AP2 ESRRB EVI2B LBH MIR145 MLLT3 NAP1L2 NCOA3 PRDM15 SFRP2 SMYD5 SOX17 GOBP_REGULATION_OF_STEM_CELL_POPULATION_MAINTENANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_STEM_CELL_POPULATION_MAINTENANCE ACTB ACTL6A ACTL6B ARID1A ARID4A ARID4B BCL7A BCL7B BCL7C BICRA BICRAL BMP7 BRD9 BRMS1 BRMS1L CNOT1 CNOT2 CNOT3 DPF2 ELAVL1 ESRRB HDAC1 HDAC2 HMGA2 HNF1B ING1 ING2 KAT2A KDM2B KDM3A LBH LNCPRESS1 LOXL2 MIR145 MYC NCOA3 NODAL OGT PAX2 PAX8 PHF10 PRDM14 PTN RBBP4 RBBP7 REST SAP130 SAP30 SAP30L SAV1 SIN3A SINHCAF SIRT6 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCD1 SMARCE1 SMO SS18 SUDS3 TAF5L TAF6L TAL1 TEAD4 TET1 TP63 WDR43 WNT9B YAP1 ZC3H13 ZNF322 ZNF706 GOBP_REGULATION_OF_STEM_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_STEM_CELL_PROLIFERATION ACE AGO3 ATXN1L CCNE1 CD109 CDKN2C CEBPA CITED1 CTNNB1 DGCR8 EIF2AK2 ELL3 EPCAM FBLN1 FERMT1 FERMT2 FGF10 FGF2 FGF4 FGF8 FGF9 GJA1 GLI3 HMGA2 HMGB2 HMX2 HNRNPU HOXA3 IRF6 KAT7 KDF1 KDM1A KDR KITLG LTBP3 MIR16-1 MIR181A2 MIR221 MIR222 MIR29B1 MIR320A MIR320B1 MIR320B2 MIR320C1 MIR320C2 MIR320D1 MIR320D2 MIR320E MIR93 N4BP2L2 NANOG NF1 NF2 NFIB NOTCH1 NR2E1 OSR2 OVOL1 OVOL2 PBX1 PDCD2 PIM1 PRRX1 PTCH1 PTPRC RARB RARG RBPJ RUNX2 SFN SHH SHOX2 SIRT6 SNAI2 SOX11 SOX17 SOX18 SOX9 TBX3 TERT TGFB1 TGFBR1 TGFBR2 THPO TIAL1 TP53 TP63 TSC22D1 VEGFC WNT1 WNT10B WNT11 WNT5A YAP1 ZFP36L1 GOBP_REGULATION_OF_STEROID_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_STEROID_BIOSYNTHETIC_PROCESS ABCA2 ABCG1 ABCG4 ADM AKR1C3 APOB APOE AQP8 ARMC5 ASAH1 ATP1A1 BGLAP BMP2 BMP5 BMP6 CES1 CGA CLCN2 CREB1 CYP27B1 CYP7A1 DAB2 DDX20 DGKQ DHH DKK3 DKKL1 EGR1 ERLIN1 ERLIN2 FGF1 FGF19 FGFR4 FSHB GFI1 GPRC6A H6PD IFNG IGF1R IGFBP7 IL1A INSIG1 INSIG2 LEP LHCGR LPCAT3 MALRD1 MBTPS1 MBTPS2 MIR182 MIR185 MIR30C1 MIR33A MIR342 MIR548P MIR96 MIR98 NFKB1 NR0B1 NR1D1 NR1H4 NR3C1 NR5A1 PDE8B PRKAA1 PRKG1 PROX1 REST SCAP SEC14L2 SF1 SIRT1 SNAI1 SNAI2 SOD1 SREBF1 SREBF2 STAR STARD4 TNF TSPO WNT4 GOBP_REGULATION_OF_STEROID_HORMONE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_STEROID_HORMONE_BIOSYNTHETIC_PROCESS ATP1A1 BMP2 BMP5 BMP6 CLCN2 DAB2 DGKQ DKK3 H6PD IGF1R LHCGR NR3C1 PDE8B REST WNT4 GOBP_REGULATION_OF_STEROID_HORMONE_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_STEROID_HORMONE_SECRETION AGT AGTR1 BMP6 C1QTNF1 CRH CRHR1 CRY1 CRY2 CYP19A1 DAB2 GAL GALR1 GDF9 GHRL KDM5B NKX3-1 POMC PTPN11 REN RETN SPP1 TSPO GOBP_REGULATION_OF_STEROID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_STEROID_METABOLIC_PROCESS ABCA2 ABCB11 ABCG1 ABCG4 ACADL ACADVL ADM AKR1C3 APOA1 APOB APOE AQP8 ARMC5 ARV1 ASAH1 ATP1A1 BGLAP BMP2 BMP5 BMP6 CES1 CGA CH25H CLCN2 CREB1 CYP27B1 CYP7A1 DAB2 DDX20 DGKQ DHH DKK3 DKKL1 EGR1 EPHX2 ERLIN1 ERLIN2 FGF1 FGF19 FGFR4 FMO5 FSHB GAL GFI1 GNB3 GPRC6A H6PD IFNG IGF1R IGFBP7 IL1A INSIG1 INSIG2 KIT LDLR LDLRAP1 LEP LHCGR LPCAT3 MALRD1 MBTPS1 MBTPS2 MIR182 MIR185 MIR30C1 MIR33A MIR342 MIR548P MIR96 MIR98 NFKB1 NR0B1 NR1D1 NR1H4 NR3C1 NR5A1 PANK2 PDE8B PRKAA1 PRKG1 PROX1 REST RORA RORC SCAP SEC14L2 SERPINA12 SF1 SIRT1 SNAI1 SNAI2 SOD1 SREBF1 SREBF2 STAR STARD4 STAT5B STUB1 TNF TSPO TTC39B UGT1A1 UGT1A8 WNT4 GOBP_REGULATION_OF_STEROL_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_STEROL_TRANSPORT ABCA1 ABCA12 ABCA13 ABCA2 ABCA3 ABCA5 ABCA7 ABCA8 ABCB4 ABCG1 ABCG4 ABCG5 ABCG8 ADIPOQ ANXA2 APOA1 APOA2 APOA4 APOC1 APOC2 APOC3 APOE ARV1 CAV1 CES1 CETP CYP8B1 EEPD1 EGF ENPP7 FURIN GPS2 LAMTOR1 LDLRAP1 LEP LIPG LPCAT3 LRP1 MIR128-1 MIR130B MIR144 MIR145 MIR148A MIR17 MIR19B1 MIR206 MIR26A1 MIR27A MIR27B MIR301B MIR302A MIR33A MIR33B MIR613 MIR758 MIR9-1 NAXE NFKB1 NFKBIA NR1H2 NR1H3 NUS1 OSBPL6 PCSK9 PLA2G10 PLTP PON1 PPARG PTCH1 RXRA SCP2 SEC24A SHH SIRT1 SREBF2 TREM2 TSPO TTC39B YJEFN3 ZDHHC8 GOBP_REGULATION_OF_STORE_OPERATED_CALCIUM_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_STORE_OPERATED_CALCIUM_CHANNEL_ACTIVITY CASQ1 CRACR2A STIM1 STIM2 STIMATE UBQLN1 GOBP_REGULATION_OF_STORE_OPERATED_CALCIUM_ENTRY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_STORE_OPERATED_CALCIUM_ENTRY CASQ1 CD84 CRACR2B EFHB GRAMD2A HOMER1 HOMER2 HOMER3 JPH4 MIR424 SARAF SLC8B1 SPG11 SPINK1 STC2 STIM1 GOBP_REGULATION_OF_STRESS_ACTIVATED_PROTEIN_KINASE_SIGNALING_CASCADE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_STRESS_ACTIVATED_PROTEIN_KINASE_SIGNALING_CASCADE AGER AIDA AMBP ANKRD6 APP ARL6IP5 AXIN1 BIRC7 BMP2 BMP4 CARD9 CAV3 CCL19 CCL21 CCN2 CCR7 CD27 COPS5 CRK CYLD DAB2IP DACT1 DLG1 DNAJA1 DUSP1 DUSP10 DUSP16 DUSP19 DUSP22 DUSP3 EDA2R EDAR EGFR EIF2AK2 EPHB1 EZR F2RL1 FAS FCGR2B FGF19 FKTN FLT4 FOXM1 FOXO1 FZD7 GADD45A GADD45B GADD45G GDF6 GPS2 GREM1 GRIK2 GSTP1 HAND2 HDAC3 HGF HIPK2 HIPK3 HMGB1 HRAS IGBP1 IGF1R IGFBP6 IL1A IL1B IL26 INAVA ITCH KLHDC10 KLHL31 LEP LGALS9 LTBR LYN MAP2K1 MAP2K2 MAP2K4 MAP2K7 MAP3K10 MAP3K11 MAP3K3 MAP3K4 MAP3K5 MAP4K2 MAP4K4 MAPK1 MAPK3 MAPK8IP1 MAPK8IP2 MAPK8IP3 MAPKBP1 MARVELD3 MBIP MDFIC MECOM MEN1 MFHAS1 MID1 MINK1 MIR181A2 MIR181B1 MIR181D MIR20A MIR92A1 MTURN MYC MYD88 NAIP NBR1 NCF1 NCOR1 NOD1 NOD2 NOX1 NPPA OPRK1 PAFAH1B1 PAGE4 PBK PDCD10 PDCD4 PER1 PHLPP1 PINK1 PJA2 PLCB1 PPIA PRDX1 PRKN PRMT1 PTK2B PTPN22 PYCARD QARS1 RAP2A RASGRP1 RASSF2 RB1CC1 RELL1 RELL2 RIPK1 RIPK2 RNF13 SASH1 SCIMP SDCBP SEMA3A SEMA4C SERPINB3 SERPINF2 SH3RF1 SH3RF2 SH3RF3 SIRPA SLAMF1 SPHK1 SPI1 STK25 STK3 STK39 TAOK1 TAOK2 TAOK3 TGFB2 TGFBR3 TIRAP TLR3 TLR4 TLR9 TNF TNFRSF19 TNFSF11 TNIK TPD52L1 TRAF2 TRAF4 TREM2 TRPV4 ULK4 UNC5CL VEGFA WNT16 WNT5A WNT7A WNT7B XDH XIAP ZC3H12A ZMPSTE24 ZMYND11 ZNF622 ZNF675 GOBP_REGULATION_OF_STRESS_GRANULE_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_STRESS_GRANULE_ASSEMBLY CAPRIN1 G3BP1 G3BP2 PRKAA1 PRKAA2 STYXL1 UBAP2L USP10 GOBP_REGULATION_OF_STRIATED_MUSCLE_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_STRIATED_MUSCLE_CELL_DIFFERENTIATION ACTN3 AKAP6 ARRB2 ATP11A BCL2 BDNF BHLHA15 BHLHE41 BMP10 BMP2 BMP4 CAV3 CCN3 CEACAM5 CTDP1 CYP26B1 DKK1 DLL1 DMPK EDN1 EFNB2 EZH2 FBXO22 FOXP1 FRS2 FZD7 G6PD GSK3A HDAC1 HDAC3 HDAC4 HDAC5 HDAC9 HOPX IGF1 KAT2A LMOD3 MAML1 MAMSTR MAPK14 MEF2C MESP1 MIR1-1 MIR133A1 MIR133B MIR199A1 MIR199B MIR19A MIR19B1 MIR200B MIR204 MIR206 MIR208A MIR222 MIR499A MIR590 MMP14 MORF4L2 MSX1 MTOR MYF5 MYF6 MYLK3 MYOCD MYOD1 MYOG NIBAN2 NKX2-5 NLN NOTCH1 NRG1 PARP2 PI16 PIEZO1 PLPP7 PPARA PRKD1 PROX1 RBM24 RBM38 RGS2 RGS4 RPL3L SHH SHOX2 SIK1 SMAD4 SMYD1 SOX6 TBX1 TGFB1 TMEM119 TOMM70 TRIM32 TRIM72 WNT3A XBP1 YY1 GOBP_REGULATION_OF_STRIATED_MUSCLE_CONTRACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_STRIATED_MUSCLE_CONTRACTION ACE2 ACTN3 ADCY10 ADORA1 ADRA1A ADRA1B AKAP9 ANK2 ASB3 ATP1A1 ATP1A2 ATP1B1 ATP2A1 ATP2A2 BIN1 BMP10 C12orf57 CACNA1C CALM1 CALM2 CALM3 CAMK2D CASQ1 CASQ2 CAV1 CAV3 CHGA CLIC2 CTNNA3 DLG1 DMD DMPK DSC2 DSG2 DSP EHD3 FGF13 FKBP1B GATA4 GJA5 GRK2 GSTM2 GSTO1 HCN4 HRC HSP90AA1 JUP KBTBD13 KCNJ2 KCNQ1 MIR1-1 MIR133A1 MIR200C MIR30E MIR448 MYBPC3 MYBPH MYH7 MYL2 MYL3 NKX2-5 NOS1 NPPA NR4A1 P2RX4 PDE4B PDE4D PDE5A PIK3CG PKP2 PLN PRKACA PRKD1 RANGRF REM1 RGS2 RNF207 RYR2 SCN10A SCN4A SCN5A SLC8A1 SLC8A3 SLC9A1 SMAD7 SRI STC1 STRIT1 SUMO1 TMEM38A TMEM38B TNNI1 TNNI3 TNNI3K TNNT3 TRPM4 TRPV4 UCN ZC3H12A GOBP_REGULATION_OF_STRIATED_MUSCLE_TISSUE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_STRIATED_MUSCLE_TISSUE_DEVELOPMENT BMP4 CENPF CREB1 ERBB3 FGF3 FGF8 JPH2 LEF1 LOX LUC7L MRTFB MTPN RPL3L SIRT2 SMAD3 SOX15 TGFB1 TWIST1 GOBP_REGULATION_OF_SUBSTRATE_ADHESION_DEPENDENT_CELL_SPREADING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SUBSTRATE_ADHESION_DEPENDENT_CELL_SPREADING ABL1 ACTN4 AP1AR APOA1 ARHGEF7 ARPC2 BRAF C1QBP CALR CARMIL1 CASS4 CDC42 CIB1 CORO1C CRK CRKL CSPG5 DAB2 DMTN DOCK1 DOCK5 EFNA5 FBLN1 FERMT2 FGA FGB FGG FLNA GBP1 HAS2 ILK ITGB1BP1 ITGB3 KANK1 LIMS1 LIMS2 MDK MELTF MYADM MYOC NEDD9 NRP1 OLFM4 P4HB PDPN PKP2 POSTN PREX1 PTK2 RAC1 RAC3 RCC2 RREB1 S100A10 SPRY4 ST6GAL1 TACSTD2 TESK1 TRIOBP UNC13D WASHC2C GOBP_REGULATION_OF_SULFUR_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SULFUR_METABOLIC_PROCESS ABCB7 BHMT CTNNB1 MIR21 PDK1 PDK2 PDK3 PDK4 PXYLP1 SLC7A11 SNCA SP1 TCF7L2 TM9SF2 GOBP_REGULATION_OF_SUPEROXIDE_ANION_GENERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SUPEROXIDE_ANION_GENERATION AATF ACP5 CD177 CLEC7A CRP F2RL1 FPR2 GNAI2 GSTP1 HVCN1 ITGAM ITGB2 MAPT PON3 PRKCD SOD1 SYK TGFB1 TYROBP GOBP_REGULATION_OF_SUPEROXIDE_DISMUTASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SUPEROXIDE_DISMUTASE_ACTIVITY H19 MIR21 MIR675 PARK7 SIRT3 SZT2 TNF GOBP_REGULATION_OF_SUPEROXIDE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SUPEROXIDE_METABOLIC_PROCESS AATF ACP5 BMP7 BST1 CD177 CD36 CLEC7A CRP DHFR DHFRP1 F2RL1 FBLN5 FPR2 GCH1 GNAI2 GSTP1 H19 HVCN1 ITGAM ITGB2 MAPT MIR21 MIR27B MIR675 NFE2L2 PON3 PRKCD SOD1 SYK TGFB1 TYROBP GOBP_REGULATION_OF_SUPRAMOLECULAR_FIBER_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SUPRAMOLECULAR_FIBER_ORGANIZATION ABI2 ABITRAM ABL1 ACTG1 ACTN2 ADD1 ADD2 ADD3 AEBP1 AKAP13 AKAP9 ALMS1 ALOX15 ANKRD23 ANKRD53 AP1AR APC APC2 APOA1 APOE APP ARAP1 ARF1 ARF6 ARFGEF1 ARFIP1 ARFIP2 ARHGAP18 ARHGAP28 ARHGAP35 ARHGAP40 ARHGAP6 ARHGEF10 ARHGEF10L ARHGEF15 ARHGEF18 ARHGEF2 ARHGEF5 ARHGEF7 ARL2 ARPC2 ARPC3 ARPC5 ARPC5L ARPIN ASAP3 ATXN7 AVIL BAG4 BAIAP2 BAIAP2L1 BAIAP2L2 BBS4 BIN1 BMERB1 BMP10 BRAF BRK1 C15orf62 C9orf72 CAMSAP1 CAMSAP2 CAMSAP3 CAPG CAPZA1 CAPZA2 CAPZA3 CAPZB CARMIL1 CARMIL2 CARMIL3 CAV3 CCDC88A CCL11 CCL21 CCL24 CCL26 CCN2 CCR7 CD47 CDC42 CDC42EP1 CDC42EP2 CDC42EP3 CDC42EP4 CDC42EP5 CDH5 CDK5R1 CDK5RAP2 CDKN1B CFL2 CGNL1 CHADL CHRNA7 CIB1 CKAP2 CKAP5 CLASP1 CLASP2 CLIP1 CLIP3 CLU COLGALT1 CORO1A CORO1B CORO2B COTL1 CRACD CRYAB CSF3 CTNNA2 CTTN CX3CL1 CXCL12 CYFIP1 CYFIP2 CYRIA CYRIB DAAM2 DAPK3 DCTN1 DLC1 DLG1 DMTN DNAI3 DRG1 DSTN DYRK1A EDN1 EFEMP2 ELN EMILIN1 EML2 EPHA1 EPS8 ESAM EVL F11R F2RL1 FCHSD1 FCHSD2 FER FERMT2 FES FGF13 FHOD1 FHOD3 FKBP4 FLII FLNA FMN1 FRMD7 GBA2 GIT1 GMFB GMFG GPR65 GPX1 GRB2 GSN HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HAX1 HCK HCLS1 HDAC6 HDGFL3 HIP1R HSPA1A HSPA1B HSPA8 IAPP INPP5K ITGB1BP1 KANK1 KANK2 KANK3 KANK4 KATNB1 KIRREL1 LATS1 LDLR LIMA1 LIMCH1 LIMK1 LMOD1 LMOD2 LMOD3 LPAR1 MAGEL2 MAP1A MAP1B MAP1S MAP2 MAP6D1 MAPRE1 MAPRE3 MAPT MECP2 MEGF9 MET MID1 MID1IP1 MIR1-1 MIR138-1 MIR149 MIR20A MIR21 MIR214 MIR29B1 MIR31 MKKS MLST8 MTOR MTPN MTSS1 MYADM MYLK3 MYOC NAA80 NAV3 NCK1 NCK2 NCKAP1 NCKAP1L NF2 NPHS1 NRP1 NUMA1 OCLN PAK1 PAK2 PAK3 PARK7 PDE4DIP PDXP PFDN1 PFDN2 PFDN4 PFDN5 PFDN6 PFN1 PFN2 PFN3 PFN4 PHLDB2 PICK1 PIK3CA PIK3R1 PIK3R2 PLEK PLEKHG2 PLEKHH2 PPFIA1 PPM1E PPM1F PREX1 PRKCD PRKCE PRKD1 PRKN PROX1 PRUNE1 PSEN1 PSRC1 PTGER4 PTK2B PXN PYCARD RAC1 RANGRF RAPGEF3 RASA1 RB1 RDX RGCC RGS4 RHOA RHOC RHPN1 RHPN2 RHPN2P1 RICTOR RNH1 ROCK1 ROCK2 RPS3 S100A10 S1PR1 SCIN SDC4 SEMA5A SERPINF2 SFRP1 SH3BP1 SHANK1 SHANK3 SLAIN1 SLAIN2 SLC39A12 SLC9A1 SLIT2 SMAD3 SMAD4 SNCA SNX9 SORBS3 SPAST SPEF1 SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 SSH1 SSH2 SSH3 STMN1 STMN2 SVIL SWAP70 SYNPO SYNPO2 SYNPO2L TACR1 TACSTD2 TAOK1 TBCD TENM1 TESK1 TGFB3 TGFBR1 TJP1 TMEFF2 TMOD1 TMOD2 TMOD3 TMOD4 TMSB10 TMSB15A TMSB15B TMSB15C TMSB4X TMSB4Y TNXB TOGARAM1 TPM1 TPX2 TREM2 TRIM27 TRIM54 TRIOBP TRPV4 TSC1 TTBK2 TTC8 TUBB4A TWF1 TWF2 USP8 VASP VBP1 VIL1 VILL WAS WASF1 WASF2 WASF3 WASH3P WASH6P WASHC1 WASHC2A WASHC2C WASHC3 WASHC4 WASHC5 WDR1 WDR47 WHAMM WNT11 WNT4 GOBP_REGULATION_OF_SYNAPSE_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SYNAPSE_ASSEMBLY ABI3 ADGRB1 ADGRB3 ADNP AGRN AMIGO1 AMIGO2 AMIGO3 APP ARF6 ARHGEF15 ARMCX5-GPRASP2 ASIC2 BDNF CBLN1 CBLN2 CHD4 CHRNB2 CLSTN1 CLSTN2 CLSTN3 COLQ CRIPT CTNNB1 CUX2 DKK1 DLG5 EEF2K EFNA5 EFNB3 EIF4G1 EPHA7 EPHB1 EPHB2 EPHB3 FARP1 FLRT2 FLRT3 FZD1 GHRL GHSR GPC4 GPRASP3 GRID2 ICAM5 IL1RAP IL1RAPL1 IL1RAPL2 LHFPL4 LINGO2 LINGO4 LRFN3 LRFN4 LRFN5 LRRC24 LRRC4B LRRN1 LRRN3 LRRTM1 LRRTM2 LRRTM3 LRTM2 LZTS1 MDGA1 MEF2C MIR431 MUSK MYCBP2 NECTIN1 NEGR1 NLGN1 NLGN2 NLGN3 NRXN1 NTN1 NTNG2 NTRK1 NTRK2 OGT OXTR PDLIM5 PTK2B PTPN13 PTPRD PTPRS RAB17 RAP2A ROBO2 SEMA4A SEMA4D SETD5 SIX1 SIX4 SLIT1 SLITRK1 SLITRK2 SLITRK3 SLITRK4 SLITRK5 SLITRK6 SNAP25 SNCA SRPX2 ST8SIA2 STAU2 SYNDIG1 THBS2 TLR2 TPBG VPS35 VSTM5 WNT3A WNT5A WNT7A GOBP_REGULATION_OF_SYNAPSE_MATURATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SYNAPSE_MATURATION ADGRB3 ADGRL1 ANAPC2 ARHGEF15 C1QL2 CAMK2B CDC20 CLSTN1 CNTNAP1 DAB2IP DISC1 NEFL NEURL1 NEUROD2 NFATC4 NRXN1 RELN ROCK1 VPS35 YWHAZ GOBP_REGULATION_OF_SYNAPSE_PRUNING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SYNAPSE_PRUNING ADGRB3 C1QL1 EPHA4 ITGB1 PLXNC1 TREM2 GOBP_REGULATION_OF_SYNAPSE_STRUCTURAL_PLASTICITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SYNAPSE_STRUCTURAL_PLASTICITY CAMK1 CAMK2B CHRNA7 CTNNA2 DMPK DRD2 FRMPD4 SHANK3 GOBP_REGULATION_OF_SYNAPSE_STRUCTURE_OR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SYNAPSE_STRUCTURE_OR_ACTIVITY ABHD17A ABHD17B ABHD17C ABI2 ABI3 ABL1 ADAM10 ADGRB1 ADGRB3 ADGRL1 ADNP AGRN AKT1 AMIGO1 AMIGO2 AMIGO3 ANAPC2 APOE APP ARC ARF4 ARF6 ARHGAP22 ARHGAP33 ARHGAP44 ARHGEF15 ARMCX5-GPRASP2 ASAP1 ASIC2 BAIAP2 BDNF C1QL1 C1QL2 C1QL3 CAMK1 CAMK2B CAMKV CAPRIN1 CAPRIN2 CBLN1 CBLN2 CDC20 CDC42 CDH2 CDH8 CDK5 CDK5R1 CDKL5 CFL1 CHD4 CHMP2B CHRNA7 CHRNB2 CLN3 CLSTN1 CLSTN2 CLSTN3 CNTNAP1 COLQ CRIPT CTNNA2 CTNNB1 CTTNBP2 CUX2 CYFIP1 DAB2IP DAG1 DBN1 DCTN1 DHX36 DISC1 DKK1 DLG5 DMPK DNM3 DRD2 DTNBP1 DVL1 EEF2K EFNA1 EFNA5 EFNB3 EGLN1 EIF4G1 EPHA4 EPHA7 EPHB1 EPHB2 EPHB3 FARP1 FCGR2B FLRT2 FLRT3 FRMPD4 FYN FZD1 GHRL GHSR GPC4 GPM6A GPR158 GPRASP3 GRID1 GRID2 GRIN2B GRIPAP1 HOMER1 HSPA8 ICAM5 IGSF9 IL10 IL10RA IL1RAP IL1RAPL1 IL1RAPL2 INS ITGB1 ITPKA KIF1A KLK8 LHFPL4 LILRB2 LINGO2 LINGO4 LRFN2 LRFN3 LRFN4 LRFN5 LRP4 LRP8 LRRC24 LRRC4B LRRK2 LRRN1 LRRN3 LRRTM1 LRRTM2 LRRTM3 LRTM2 LZTS1 LZTS3 MAPK14 MDGA1 MECP2 MEF2C MIR30B MIR431 MUSK MYCBP2 NECTIN1 NEDD4 NEDD9 NEFL NEGR1 NEURL1 NEUROD2 NF1 NFATC4 NGEF NLGN1 NLGN2 NLGN3 NRCAM NRP2 NRXN1 NTN1 NTNG2 NTRK1 NTRK2 OGT OXTR PAFAH1B1 PAK3 PCDH8 PDLIM5 PLXNC1 PPFIA2 PPT1 PRNP PSEN1 PTEN PTK2B PTPN13 PTPRD PTPRO PTPRS PTPRT RAB17 RAP2A RELN RHOA RHOB ROBO2 ROCK1 ROR2 RPS6KA5 SEMA3F SEMA4A SEMA4D SEPTIN11 SETD5 SHANK2 SHANK3 SIPA1L1 SIX1 SIX4 SLC17A6 SLC17A7 SLC17A8 SLC18A3 SLC7A11 SLIT1 SLITRK1 SLITRK2 SLITRK3 SLITRK4 SLITRK5 SLITRK6 SNAP25 SNCA SRCIN1 SRGN SRPX2 ST8SIA2 STAU2 SYBU SYNDIG1 SYNGAP1 TANC1 TANC2 THBS2 TIAM1 TLR2 TNF TPBG TREM2 TUBA1A TUBB VCP VHL VPS35 VSTM5 WASL WNT3A WNT5A WNT7A YWHAZ ZDHHC15 ZMYND8 ZNF804A GOBP_REGULATION_OF_SYNAPTIC_ASSEMBLY_AT_NEUROMUSCULAR_JUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SYNAPTIC_ASSEMBLY_AT_NEUROMUSCULAR_JUNCTION AGRN COLQ MUSK MYCBP2 SIX1 SIX4 GOBP_REGULATION_OF_SYNAPTIC_PLASTICITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SYNAPTIC_PLASTICITY ABHD6 ABL1 ACE ACP4 ADCY1 ADCY8 ADGRB1 ADORA1 ADORA2A AGER AKAP5 ANAPC2 APOE APP ARC ARF1 ATF4 BAIAP2 BRAF BRSK1 CALB1 CALB2 CAMK2A CAMK2B CBLN1 CD38 CDC20 CDK5 CHRDL1 CHRNA7 CLN3 CNTN2 CNTN4 CPEB3 CPLX2 CRHR2 CX3CL1 CX3CR1 CYP46A1 DAG1 DBN1 DLG4 DRD1 DRD2 DRD5 EGR2 EIF2AK4 EIF4EBP2 EPHA4 EPHB2 ERC1 ERC2 FAM107A FMR1 FXR1 GFAP GIP GIPC1 GRIA1 GRID2 GRID2IP GRIK2 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRM2 GRM5 GSK3B HMGCR HRAS HRH1 IGSF11 INS IQSEC2 ITPKA ITPR3 JPH3 JPH4 KAT2A KCNB1 KCNJ10 KCNQ3 KIT KMT2A KRAS LARGE1 LGMN LILRB2 LRRTM1 LRRTM2 LZTS1 MAP1A MAP1B MAPK1 MAPT MCTP1 MECP2 MEF2C MIR30B MIR320A MIR320B1 MIR320B2 MIR320C1 MIR320C2 MIR320D1 MIR320D2 MIR320E MIR324 MIR337 MIR342 MIR421 MIR433 MIR541 MIR545 MIR95 MME MPP2 NCDN NCSTN NETO1 NEURL1 NEUROD2 NF1 NFATC4 NOG NPAS4 NPTN NR2E1 NSG1 NSMF NTRK2 P2RX3 PAIP2 PDE9A PICK1 PLK2 PPFIA3 PPP3CB PRKAR1B PRKCG PRKCZ PRNP PRRT1 PRRT2 PSEN1 PTGS2 PTK2B PTN RAB3A RAB3GAP1 RAB5A RAB8A RAPGEF2 RARA RASGRF1 RASGRF2 RELN RGS14 RIMS1 RIMS2 RIMS3 RIMS4 S100B SCGN SCT SCTR SERPINE2 SHANK2 SHANK3 SHISA6 SHISA7 SHISA8 SHISA9 SIPA1L1 SLC18A3 SLC1A1 SLC24A1 SLC24A2 SLC38A1 SLC4A10 SLC8A2 SLC8A3 SNAP25 SNCA SORCS2 SORCS3 SQSTM1 SRF SSH1 STAU1 STAU2 STX3 STX4 STXBP1 SYAP1 SYNGAP1 SYNGR1 SYP SYT12 SYT4 SYT7 TNR TSHZ3 TYROBP UBE3A UNC13C VAMP2 VGF YTHDF1 YWHAG YWHAH ZDHHC2 GOBP_REGULATION_OF_SYNAPTIC_TRANSMISSION_CHOLINERGIC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SYNAPTIC_TRANSMISSION_CHOLINERGIC ACHE ADORA2A CHRNA3 LAMA2 NALCN SLC18A3 TACR1 TACR2 GOBP_REGULATION_OF_SYNAPTIC_TRANSMISSION_DOPAMINERGIC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SYNAPTIC_TRANSMISSION_DOPAMINERGIC ARRB2 CHRNA7 CHRNB2 CNTNAP4 FLOT1 PINK1 PNKD PTGS2 SLC6A4 GOBP_REGULATION_OF_SYNAPTIC_TRANSMISSION_GABAERGIC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SYNAPTIC_TRANSMISSION_GABAERGIC ADORA1 ADORA2A ADRA1A BAIAP3 CA2 CA7 CLN3 CNR1 CNR2 CNTNAP4 DRD2 HAP1 HTR1B KIF5B KRAS NALCN NF1 NLGN1 NLGN2 NPAS4 NPS NPY5R OXTR PHF24 PLCL1 PLCL2 PRKCE SLC38A1 SLC6A1 STXBP1 SYN3 TACR1 USP46 ZDHHC12 ZDHHC3 GOBP_REGULATION_OF_SYNAPTIC_TRANSMISSION_GLUTAMATERGIC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SYNAPTIC_TRANSMISSION_GLUTAMATERGIC ADORA1 ADORA2A ATAD1 ATP1A2 CACNG2 CACNG3 CACNG4 CACNG5 CACNG7 CACNG8 CCL2 CCR2 CDH2 CDK5 CLN3 CNR1 DGKI DGKZ DISC1 DKK1 DRD1 DRD2 DRD3 DTNBP1 FRRS1L FXR1 GRIK1 GRIK2 GRIK3 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRM1 GRM2 GRM3 GRM4 GRM5 GRM6 GRM7 GRM8 HDAC6 HOMER1 HTR1B HTR2A IQSEC2 KMO LRRK2 MAPK8IP2 MEF2C MIR142 NLGN1 NLGN2 NLGN3 NPS NRXN1 NTRK1 OPHN1 OXTR PLPPR4 PSEN1 PTGS2 PTK2B RAB3GAP1 RELN RNF167 ROR2 SERPINE2 SHANK3 SLC38A2 STXBP1 SYT1 TNF TNR TPRG1L TSHZ3 UCN UNC13A GOBP_REGULATION_OF_SYNAPTIC_VESICLE_CLUSTERING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SYNAPTIC_VESICLE_CLUSTERING BRSK1 BRSK2 CDH2 NLGN2 PCDH17 PTEN GOBP_REGULATION_OF_SYNAPTIC_VESICLE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SYNAPTIC_VESICLE_CYCLE ARHGDIA BSN CDK5R1 DNAJC5 LPAR1 PLD1 PPP3R1 PRKAR1B PSEN1 RAB3B RAPGEF4 SCRN1 SYN1 GOBP_REGULATION_OF_SYNAPTIC_VESICLE_ENDOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SYNAPTIC_VESICLE_ENDOCYTOSIS ABCA13 ACTB ACTG1 AP2M1 BTBD9 DGKQ LRRK2 NLGN1 OPHN1 PPP3CB PPP3CC PRKN ROCK1 SLC17A7 SNX9 SYT11 SYT7 TOR1A VAMP4 GOBP_REGULATION_OF_SYNAPTIC_VESICLE_EXOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SYNAPTIC_VESICLE_EXOCYTOSIS ATP2A2 BRAF CACNB4 CASK CSPG5 DTNBP1 DVL1 FBXL20 FBXO45 FMR1 GIT1 HTR1B LRRK2 NLGN1 P2RX1 P2RY1 P2RY4 PFN2 PPFIA2 PREPL PRKCB PRKCG RAB3A RAB3GAP1 RAB5A RAP1A RAP1B RAP1BL RIMS1 RIMS2 RIMS3 RIMS4 SEPTIN5 SLC4A8 SNAPIN STXBP5 SV2B SV2C SYN1 SYP SYT1 SYT4 VPS18 WNT7A GOBP_REGULATION_OF_SYNAPTIC_VESICLE_MEMBRANE_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SYNAPTIC_VESICLE_MEMBRANE_ORGANIZATION CPLX1 CPLX2 CPLX3 DOC2A DOC2B ERC2 GRIK5 PRRT2 RAB3A STXBP1 SYT1 SYT9 GOBP_REGULATION_OF_SYNAPTIC_VESICLE_PRIMING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SYNAPTIC_VESICLE_PRIMING NAPA NAPB STX1A STX1B STXBP1 STXBP5 UNC13B GOBP_REGULATION_OF_SYNAPTIC_VESICLE_RECYCLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SYNAPTIC_VESICLE_RECYCLING ABCA13 ACTB ACTG1 AP2M1 BTBD9 CDK5 CYFIP1 DGKQ DNM3 GRIPAP1 LRRK2 NLGN1 OPHN1 PLAA PPP3CB PPP3CC PRKN ROCK1 SLC17A7 SNCA SNX9 STX1B SYT11 SYT7 TOR1A VAMP4 GOBP_REGULATION_OF_SYNAPTIC_VESICLE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SYNAPTIC_VESICLE_TRANSPORT BORCS5 LRRK2 MAP2 PINK1 PRKN GOBP_REGULATION_OF_SYNCYTIUM_FORMATION_BY_PLASMA_MEMBRANE_FUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SYNCYTIUM_FORMATION_BY_PLASMA_MEMBRANE_FUSION ADAM9 ADGRB1 CAMK1 CAPN2 CD53 CFLAR CXCL10 CXCL9 DCSTAMP EHD1 EHD2 FLOT1 GCM1 GDF15 IL4 IL4R MAPK14 MIR515-1 MYOD1 MYOG NFATC2 OCSTAMP PLEKHO1 RAPGEF3 RIPOR2 SCGB3A1 TMEM182 TNFSF14 TREM2 TYROBP GOBP_REGULATION_OF_SYSTEMIC_ARTERIAL_BLOOD_PRESSURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SYSTEMIC_ARTERIAL_BLOOD_PRESSURE ACE ACE2 ADAMTS16 ADM ADM2 ADM5 ADORA1 ADRA1A ADRA1B ADRB1 ADRB2 ADRB3 AGT AGTR1 AGTR2 AR ARHGAP42 ASIC2 ATP6AP2 AVP AVPR1A AVPR1B AVPR2 BBS4 BMPR2 CALCA CHRNA7 CMA1 CORIN CORO2B CPA3 CTSG CTSZ CYP11B2 CYP4A11 CYP4F12 CYP4F2 DDAH1 DRD2 DRD5 ECE1 EDN1 EDN2 EDN3 EDNRB EMP2 ENPEP F2R F2RL1 GAS6 GJA5 GPR37L1 GSK3A HSD11B2 IER3 KCNK6 KL KLK1 MECP2 MIR17 NAV2 NCALD NDST2 NOS3 NOX1 NPPA NPPB NR2F2 NTSR1 OR51E2 OXTR P2RX2 PCSK5 PDE4D PDGFB PLCB3 POSTN PRCP PTPRO RASL10B REN RHOA RPS6KA2 SERPINF2 SLC2A5 SLC4A5 SOD2 SPX SUCNR1 TACR1 TNF TNNI3 TPM1 TRPV1 WNK1 GOBP_REGULATION_OF_SYSTEMIC_ARTERIAL_BLOOD_PRESSURE_BY_BARORECEPTOR_FEEDBACK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SYSTEMIC_ARTERIAL_BLOOD_PRESSURE_BY_BARORECEPTOR_FEEDBACK ADRA1A ASIC2 CALCA CHRNA7 NAV2 GOBP_REGULATION_OF_SYSTEMIC_ARTERIAL_BLOOD_PRESSURE_BY_CIRCULATORY_RENIN_ANGIOTENSIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SYSTEMIC_ARTERIAL_BLOOD_PRESSURE_BY_CIRCULATORY_RENIN_ANGIOTENSIN ACE ACE2 AGTR2 ATP6AP2 CMA1 CPA3 CTSG CTSZ EDNRB ENPEP F2R F2RL1 NDST2 OR51E2 PCSK5 REN SUCNR1 GOBP_REGULATION_OF_SYSTEMIC_ARTERIAL_BLOOD_PRESSURE_BY_ENDOTHELIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SYSTEMIC_ARTERIAL_BLOOD_PRESSURE_BY_ENDOTHELIN ECE1 EDN1 EDN2 EDN3 NOS3 RHOA GOBP_REGULATION_OF_SYSTEMIC_ARTERIAL_BLOOD_PRESSURE_BY_HORMONE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SYSTEMIC_ARTERIAL_BLOOD_PRESSURE_BY_HORMONE ACE ACE2 AGT AGTR1 AGTR2 ATP6AP2 AVPR1A AVPR1B AVPR2 CMA1 CORIN CPA3 CTSG CTSZ CYP11B2 DRD5 ECE1 EDN1 EDN2 EDN3 EDNRB ENPEP F2R F2RL1 HSD11B2 NDST2 NOS3 NOX1 OR51E2 OXTR PCSK5 RASL10B REN RHOA RPS6KA2 SERPINF2 SUCNR1 TACR1 GOBP_REGULATION_OF_SYSTEMIC_ARTERIAL_BLOOD_PRESSURE_BY_NOREPINEPHRINE_EPINEPHRINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SYSTEMIC_ARTERIAL_BLOOD_PRESSURE_BY_NOREPINEPHRINE_EPINEPHRINE ADRA1A ADRA1B ADRB1 ADRB2 ADRB3 DRD5 PDE4D TPM1 GOBP_REGULATION_OF_SYSTEMIC_ARTERIAL_BLOOD_PRESSURE_BY_RENIN_ANGIOTENSIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SYSTEMIC_ARTERIAL_BLOOD_PRESSURE_BY_RENIN_ANGIOTENSIN ACE ACE2 AGT AGTR1 AGTR2 ATP6AP2 CMA1 CPA3 CTSG CTSZ EDNRB ENPEP F2R F2RL1 NDST2 NOX1 OR51E2 PCSK5 REN RHOA RPS6KA2 SERPINF2 SUCNR1 TACR1 GOBP_REGULATION_OF_SYSTEMIC_ARTERIAL_BLOOD_PRESSURE_BY_VASOPRESSIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SYSTEMIC_ARTERIAL_BLOOD_PRESSURE_BY_VASOPRESSIN AVPR1A AVPR1B AVPR2 DRD5 OXTR GOBP_REGULATION_OF_SYSTEMIC_ARTERIAL_BLOOD_PRESSURE_MEDIATED_BY_A_CHEMICAL_SIGNAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SYSTEMIC_ARTERIAL_BLOOD_PRESSURE_MEDIATED_BY_A_CHEMICAL_SIGNAL ACE ACE2 ADRA1A ADRA1B ADRB1 ADRB2 ADRB3 AGT AGTR1 AGTR2 ATP6AP2 AVPR1A AVPR1B AVPR2 CMA1 CORIN CPA3 CTSG CTSZ CYP11B2 DRD5 ECE1 EDN1 EDN2 EDN3 EDNRB ENPEP F2R F2RL1 HSD11B2 NDST2 NOS3 NOX1 OR51E2 OXTR PCSK5 PDE4D RASL10B REN RHOA RPS6KA2 SERPINF2 SLC2A5 SOD2 SUCNR1 TACR1 TPM1 GOBP_REGULATION_OF_SYSTEM_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_SYSTEM_PROCESS ABAT ABCC8 ABCC9 ABCG5 ABCG8 ABL1 ACE ACE2 ACP3 ACTN3 ADA ADCY10 ADD3 ADIPOQ ADM ADM2 ADM5 ADORA1 ADORA2B ADORA3 ADRA1A ADRA1B ADRA1D ADRA2A ADRA2B ADRA2C ADRB1 ADRB2 AGER AGT AGTR1 AGTR2 AKAP6 AKAP9 ANK2 ANXA6 APELA APLN APOA1 APOA2 APOA4 APOE APP AQP1 ARHGAP42 ASB3 ASIC2 ATP1A1 ATP1A2 ATP1A3 ATP1B1 ATP1B2 ATP2A1 ATP2A2 ATP2A3 ATP2B1 ATP2B2 ATP2B3 ATP2B4 ATPSCKMT AVP AVPR1A AVPR1B AVPR2 BAIAP2 BDKRB2 BECN1 BEGAIN BIN1 BMP10 BMP6 BMPR2 BVES C12orf57 C1QTNF1 CACNA1C CACNA1D CACNA1G CACNA1H CACNA1S CACNA2D1 CACNB1 CACNB2 CACNG1 CALCA CALM1 CALM2 CALM3 CAMK2B CAMK2D CAMK2G CARTPT CASQ1 CASQ2 CASR CAV1 CAV3 CBLN1 CCL3 CCN3 CD38 CELF2 CELF4 CHGA CHRM2 CHRM3 CHRNA2 CHRNA3 CHRNA7 CHRNB4 CLIC2 CNN1 CORIN CORO2B CRH CRHBP CRHR1 CRY1 CRY2 CSRP3 CST7 CTDP1 CTNNA3 CTSC CTTN CUX2 CXADR CYP19A1 CYP2J2 CYP8B1 CYSLTR1 DAB2 DAG1 DAPK3 DBH DCANP1 DES DICER1 DLG1 DLG4 DLGAP1 DLGAP2 DLGAP3 DLGAP4 DMD DMPK DOCK4 DOCK5 DRD2 DSC2 DSG2 DSP DVL1 ECE1 EDN1 EDN2 EDN3 EDNRA EDNRB EGR2 EHD3 EIF2AK3 EIF4A3 EMP2 ENO1 ENPP7 EPAS1 EPB41 F2R F2RL1 FAAH FABP5 FBXO32 FGA FGB FGF10 FGF12 FGF13 FGG FIG4 FKBP1B FLNA FMR1 FOXL2 FOXN4 FOXO1 FOXO3 FOXP1 FTO FXYD1 G6PD GAA GAL GALR1 GAS6 GATA4 GATA5 GBA1 GCH1 GDF9 GHRL GHSR GJA1 GJA5 GJC1 GJC3 GJD3 GLP1R GLRA1 GLRX3 GLS GPD1L GPER1 GPR171 GPR35 GRIK2 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRK2 GRM1 GSK3A GSTM2 GSTO1 GSX2 GTF2IRD1 GUCY1A1 HAMP HAND2 HBEGF HCN4 HCRT HDAC4 HEY2 HIP1R HOPX HRC HRH1 HRH2 HSP90AA1 HSPB7 HTR1A HTR2A HTR2C IGF1 IGFBP5 IGSF11 IL6ST INHA INHBA INHBB INPP5K IRX3 ISL1 ITGA2 ITGAX JAM2 JARID2 JUP KBTBD13 KCNA1 KCNA5 KCNB2 KCND2 KCND3 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNG2 KCNH2 KCNH6 KCNIP2 KCNJ12 KCNJ2 KCNJ3 KCNJ5 KCNJ8 KCNMB2 KCNMB4 KCNN2 KCNQ1 KDM5B KISS1 KIT LEP LMCD1 LMNA LPCAT3 LPIN1 LRRK2 MAG MC3R MDM2 MECP2 MEF2A MGLL MIR1-1 MIR133A1 MIR143 MIR145 MIR153-1 MIR17 MIR17HG MIR199A1 MIR199B MIR19A MIR19B1 MIR200C MIR208A MIR208B MIR20A MIR21 MIR214 MIR25 MIR26A1 MIR30B MIR30E MIR328 MIR34B MIR34C MIR448 MIR499A MIR92A1 MLIP MMP2 MSTN MTG1 MTG2 MTMR2 MTNR1B MTPN MYBPC3 MYBPH MYH6 MYH7 MYL2 MYL3 MYL4 MYL5 MYL9 MYLK2 MYMK MYOCD MYOG MYRF NCMAP NETO1 NEUROD1 NEUROG1 NHERF1 NKX2-5 NKX3-1 NLGN1 NLGN2 NLGN3 NLGN4X NMU NMUR2 NOS1 NOS1AP NOS3 NOTCH1 NPNT NPPA NPPB NPR1 NPSR1 NPVF NR1H2 NR1H3 NR4A1 NR4A3 NRDC NRXN1 NTSR1 NUP155 OPRK1 OPRPN OR51E2 ORMDL3 OXTR P2RX1 P2RX4 PARD3 PARP1 PARP2 PBX3 PDE4B PDE4D PDE5A PDE9A PDGFB PER2 PHOX2B PI16 PIK3CG PKP2 PLCE1 PLN POMC POPDC2 PPARA PPARG PPP1R12B PPP3CA PRAP1 PRKACA PRKAG3 PRKAR1B PRKCA PRKCZ PRKD1 PRKG1 PROK2 PTAFR PTEN PTGER3 PTGS2 PTK2B PTPN11 PTPRO RAB8B RANGRF RELN REM1 REN RETN RGS2 RGS4 RHOA RIMS1 RIMS2 RNF10 RNF207 RNLS ROCK1 ROCK2 RPS6KB1 RYR2 S100A1 S1PR2 SCN10A SCN1B SCN2B SCN3B SCN4A SCN4B SCN5A SCT SELENON SETD3 SGCA SGK1 SHANK1 SHANK3 SHOX2 SLC1A1 SLC22A5 SLC4A3 SLC8A1 SLC8A2 SLC8A3 SLC9A1 SLN SMAD3 SMAD4 SMAD7 SMR3A SMR3B SMTNL1 SNTA1 SOD1 SOX10 SPHK1 SPINK1 SPP1 SPTBN4 SPX SREBF1 SRF SRI SSH1 STC1 STK39 STRIT1 STX1A STX1B SUMO1 SYNE1 TACR1 TACR2 TACR3 TAFA4 TBC1D24 TBX18 TBX2 TBX5 TBXA2R TBXAS1 TENM4 TFF2 TGFB2 TH THRA THRB TIFAB TLX3 TMEM100 TMEM108 TMEM161B TMEM25 TMEM38A TMEM38B TMEM65 TMEM98 TMIGD3 TNF TNFRSF1A TNFRSF1B TNFRSF21 TNNC1 TNNC2 TNNI1 TNNI3 TNNI3K TNNT1 TNNT2 TNNT3 TNR TOMM70 TPM1 TPPP TRDN TRIM63 TRPC1 TRPC3 TRPM4 TRPV1 TRPV4 TSHZ3 TSPO TWF1 TYMP UCN UNC13B WASF3 WNK1 WNK4 WNT7A YWHAE YY1 ZC3H12A ZDHHC21 ZFHX2 ZMPSTE24 ZMYND8 ZNF488 GOBP_REGULATION_OF_TAU_PROTEIN_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_TAU_PROTEIN_KINASE_ACTIVITY C5AR1 CLU DKK1 EGR1 HSP90AA1 HSP90AB1 IFNG MIR125B1 MIR219A1 MIR26B NAB2 RB1 SORL1 GOBP_REGULATION_OF_TELOMERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_TELOMERASE_ACTIVITY ACD ATM AURKB CCT2 CCT4 CERS1 CTNNB1 DKC1 ERCC4 GREM1 GRHL2 HMBOX1 HNRNPA2B1 HNRNPD HSP90AA1 HSP90AB1 KLF4 MAP2K7 MAP3K4 MAPK1 MAPK15 MAPK3 MAPKAPK5 MEN1 MYC NABP2 NAF1 NEK2 NEK7 NVL PARM1 PARN PARP3 PARP4 PIF1 PINX1 PKIB PNKP POT1 PRKCQ PTGES3 SMG6 SRC TCP1 TERF1 TNKS TP53 WRAP53 XRCC5 GOBP_REGULATION_OF_TELOMERE_CAPPING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_TELOMERE_CAPPING ATM AURKB ERCC1 ERCC4 HNRNPD MAP2K7 MAP3K4 MAPK1 MAPK15 MAPK3 MAPKAPK5 NABP2 NBN NEK2 NEK7 PKIB PNKP PRKCQ RAD50 RTEL1 SMG6 TERF2 TNKS TNKS2 USP7 XRCC1 GOBP_REGULATION_OF_TELOMERE_MAINTENANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_TELOMERE_MAINTENANCE ACD ACTL6A ACTR5 ACTR8 ATM ATR ATRX AURKB CCT2 CCT3 CCT4 CCT5 CCT6A CCT7 CCT8 CTC1 CTNNB1 DCP2 DHX36 DKC1 EID3 ERCC1 ERCC4 EXOSC10 FBXO4 GNL3 GNL3L HDAC8 HMBOX1 HNRNPA1 HNRNPA2B1 HNRNPC HNRNPD HNRNPU INO80 INO80B INO80C INO80D INO80E MAP2K7 MAP3K4 MAPK1 MAPK15 MAPK3 MAPKAPK5 MCRS1 MRE11 MYC NABP2 NAF1 NAT10 NBN NEK2 NEK7 NFRKB NSMCE1 NSMCE2 NSMCE3 NSMCE4A PARN PARP1 PIF1 PINX1 PKIB PML PNKP POT1 PPP1R10 PRKCQ RAD50 RTEL1 RUVBL1 RUVBL2 SIRT6 SLF1 SLF2 SLX1A SLX1B SLX4 SMC5 SMC6 SMG1 SMG5 SMG6 SRC STN1 TCP1 TEN1 TENT4B TERF1 TERF2 TERF2IP TFPT TINF2 TNKS TNKS2 UCHL5 UPF1 USP7 XRCC1 XRCC5 XRN1 YLPM1 YY1 GOBP_REGULATION_OF_TELOMERE_MAINTENANCE_IN_RESPONSE_TO_DNA_DAMAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_TELOMERE_MAINTENANCE_IN_RESPONSE_TO_DNA_DAMAGE ACTL6A ACTR5 ACTR8 ERCC1 ERCC4 INO80 INO80B INO80C INO80D INO80E MCRS1 NFRKB RTEL1 RUVBL1 RUVBL2 TFPT UCHL5 XRCC1 YY1 GOBP_REGULATION_OF_TELOMERE_MAINTENANCE_VIA_TELOMERE_LENGTHENING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_TELOMERE_MAINTENANCE_VIA_TELOMERE_LENGTHENING ACD ATM ATR AURKB CCT2 CCT3 CCT4 CCT5 CCT6A CCT7 CCT8 CTC1 CTNNB1 DCP2 DHX36 DKC1 ERCC4 EXOSC10 FBXO4 GNL3L HMBOX1 HNRNPA1 HNRNPA2B1 HNRNPC HNRNPU MAP2K7 MAP3K4 MAPK1 MAPK15 MAPK3 MAPKAPK5 NAF1 NAT10 NEK2 NEK7 PARN PARP1 PIF1 PINX1 PKIB PNKP POT1 PRKCQ RTEL1 SLX1A SLX1B SLX4 SMG5 SMG6 SRC STN1 TCP1 TEN1 TENT4B TERF1 TERF2 TINF2 TNKS TNKS2 XRCC5 XRN1 GOBP_REGULATION_OF_TERMINATION_OF_DNA_TEMPLATED_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_TERMINATION_OF_DNA_TEMPLATED_TRANSCRIPTION SCAF4 SCAF8 SETX WNK1 ZMPSTE24 GOBP_REGULATION_OF_TESTOSTERONE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_TESTOSTERONE_BIOSYNTHETIC_PROCESS AKR1C3 BGLAP CREB1 DKKL1 GPRC6A PRKG1 WNT4 GOBP_REGULATION_OF_TETRAPYRROLE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_TETRAPYRROLE_METABOLIC_PROCESS ABCB10 ABCB7 CLYBL SLC6A9 SRRD TMEM14A TMEM14B TMEM14C TMEM14DP TMEM14EP GOBP_REGULATION_OF_THE_FORCE_OF_HEART_CONTRACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_THE_FORCE_OF_HEART_CONTRACTION ADM ADRA1A ADRB1 ATP1A1 ATP1A2 ATP2A2 ATP2B4 CAMK2D CAV1 CHGA CSRP3 EDN2 GAA GLRX3 GRK2 MYH6 MYH7 MYL2 MYL3 MYL4 NOS1 NOS3 PLN RYR2 SLC8A1 SLC9A1 GOBP_REGULATION_OF_THE_FORCE_OF_HEART_CONTRACTION_BY_CHEMICAL_SIGNAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_THE_FORCE_OF_HEART_CONTRACTION_BY_CHEMICAL_SIGNAL ADRA1A ADRB1 CAV1 EDN2 GRK2 NOS3 GOBP_REGULATION_OF_THYMOCYTE_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_THYMOCYTE_APOPTOTIC_PROCESS ADA ADAM8 BCL11B BMP4 EFNA1 HIF1A JAK3 KIFAP3 PTCRA RAG1 TP53 VHL WNT5A ZC3H8 GOBP_REGULATION_OF_THYROID_HORMONE_GENERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_THYROID_HORMONE_GENERATION CTNS DUOXA1 DUOXA2 GATA3 HPN PAX8 SLCO1C1 GOBP_REGULATION_OF_TISSUE_REMODELING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_TISSUE_REMODELING ADAM8 BCR BGLAP CALCA CARTPT CD38 CEACAM1 CLDN18 CSF1R CSK CST3 DCSTAMP DDR2 DEF8 FLT4 FSHB GPNMB GPR137 GPR137B GREM1 HAMP HAND2 HRG IAPP IL12B IL15 IL18 IL2 IL20RA IL21 IL23A IL6 INPP5D ITGB3 LEP LEPR LTBP3 MC4R MDK MIR143 MIR15B MIR16-1 MIR17 MIR195 MIR199A1 MIR199B MIR20A MIR214 MIR27B MIR29B1 MIR34A MIR34B MIR34C NF1 P2RX7 PDK4 PLEKHM1 PPARG PPARGC1B PPP3CA PRKCA ROCK1 ROCK2 RUNX1 S1PR1 SFRP1 SIGLEC15 SLC4A2 SPP1 SRC SUCO SYK SYT7 TF TFRC TGFB1 THBS4 TMBIM1 TMEM119 TMEM64 TNFAIP3 TNFRSF11A TNFRSF11B TNFSF11 TP53 UBASH3B GOBP_REGULATION_OF_TOLERANCE_INDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_TOLERANCE_INDUCTION CBLB CD274 CD3E CLC FOXJ1 FOXP3 HAVCR2 HLA-B HLA-G HMGB1 IDO1 IL2RA IRAK3 ITCH LILRB2 LILRB4 MARCHF7 PDCD1 PHLPP1 TGFBR2 GOBP_REGULATION_OF_TOLL_LIKE_RECEPTOR_2_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_TOLL_LIKE_RECEPTOR_2_SIGNALING_PATHWAY ACOD1 CYBA F2RL1 LYN MFHAS1 NOD2 PJA2 TIRAP TLR1 TLR6 TNFAIP3 TREM2 GOBP_REGULATION_OF_TOLL_LIKE_RECEPTOR_3_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_TOLL_LIKE_RECEPTOR_3_SIGNALING_PATHWAY CAV1 F2RL1 FLOT1 FLOT2 PELI1 PTPN22 SRC TIRAP TNFAIP3 TRIM3 UBQLN1 WDFY1 GOBP_REGULATION_OF_TOLL_LIKE_RECEPTOR_4_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_TOLL_LIKE_RECEPTOR_4_SIGNALING_PATHWAY ACOD1 APPL1 APPL2 BPIFB1 CD14 DAB2IP F2RL1 FLOT1 IFI35 LBP LILRA2 LTF LYN MFHAS1 MIR140 MIR146A MIR149 MIR20A MIR708 NINJ1 NR1D1 NR1H3 PELI1 PIK3R1 PTPN22 RAB7B TICAM2 TIRAP TNFAIP3 TREM2 WDFY1 ZNRF1 GOBP_REGULATION_OF_TOLL_LIKE_RECEPTOR_7_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_TOLL_LIKE_RECEPTOR_7_SIGNALING_PATHWAY DDX3X LILRA4 PTPN22 RSAD2 SLC15A4 TASL TREML4 GOBP_REGULATION_OF_TOLL_LIKE_RECEPTOR_9_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_TOLL_LIKE_RECEPTOR_9_SIGNALING_PATHWAY FCRL3 GRAMD4 HMGB1 LILRA4 PTPN22 PTPRS RAB7B RSAD2 RTN4 SLC15A4 TLR9 GOBP_REGULATION_OF_TOLL_LIKE_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_TOLL_LIKE_RECEPTOR_SIGNALING_PATHWAY ARRB2 BIRC2 BIRC3 CACTIN CD300A CD300LF CD36 ESR1 GFI1 GPR108 GPS2 IRAK3 IRF1 IRF4 IRF7 LGR4 LRCH4 LRRC14 MFHAS1 MIR146A MIR17 MIR19A NFKBIL1 NLRP2B NLRP6 OTUD4 PDPK1 SARM1 SMPDL3B TASL TYRO3 GOBP_REGULATION_OF_TOOTH_MINERALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_TOOTH_MINERALIZATION AMELX AMTN ASPN BCOR CFTR DMP1 ENAM MMP20 ODAPH SLC4A2 TFAP2A WNT6 GOBP_REGULATION_OF_TORC2_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_TORC2_SIGNALING ARMH4 DEPTOR NCKAP1L OTUD5 PIH1D1 SIK3 TELO2 USP9X GOBP_REGULATION_OF_TRAIL_ACTIVATED_APOPTOTIC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_TRAIL_ACTIVATED_APOPTOTIC_SIGNALING_PATHWAY ATF3 MIR221 MIR222 PARK7 PTEN TIMP3 GOBP_REGULATION_OF_TRANSCRIPTION_BY_GLUCOSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_TRANSCRIPTION_BY_GLUCOSE FOXA2 KAT2B MLXIPL OGT RRP8 SIRT1 SRF SUV39H1 USF1 USF2 GOBP_REGULATION_OF_TRANSCRIPTION_BY_RNA_POLYMERASE_I https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_TRANSCRIPTION_BY_RNA_POLYMERASE_I ACTR6 ATF4 BAZ1B BAZ2A BEND3 BNC1 CARM1 CREBBP DDX11 DDX21 DEDD DEK DHX33 EIF2AK3 ERBB2 ERCC6 FLNA HEATR1 IPPK LYAR MACROH2A1 MACROH2A2 MAF1 MARS1 MTOR MYBBP1A NCL NOL11 NOP53 PHF8 PIH1D1 POLR2K POLR2L PRR7 PWP1 RASL11A SF3B1 SIRT7 SMARCA4 SMARCA5 SMARCB1 UBTF UBTFL1 UBTFL6 UTP15 WDR43 WDR75 ZMPSTE24 GOBP_REGULATION_OF_TRANSCRIPTION_BY_RNA_POLYMERASE_III https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_TRANSCRIPTION_BY_RNA_POLYMERASE_III AR BAZ1B BRF1 BRF2 CHD8 DDX21 DEK DHX36 ELL ERCC6 ICE1 ICE2 INHBA MAF1 MTOR MYBBP1A NAB2 POLR3C POLR3F POLR3G PRDX5 RPTOR SETD5 SF3B1 SMARCA5 TENM1 ZC3H8 ZNF143 ZNF345 ZNF76 GOBP_REGULATION_OF_TRANSCRIPTION_ELONGATION_BY_RNA_POLYMERASE_II https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_TRANSCRIPTION_ELONGATION_BY_RNA_POLYMERASE_II AXIN1 BRD4 BTBD18 CCNK CCNT1 CDC73 CDK12 CDK13 CDK9 CTNNB1 EAF1 EAF2 EAPP ELL ELL2 ELL3 ERCC6 EZH2 GTF2F1 HEXIM1 HNRNPU INTS1 INTS10 INTS11 INTS12 INTS13 INTS14 INTS2 INTS3 INTS4 INTS5 INTS6 INTS7 INTS8 INTS9 LARP7 LDB1 LEO1 MED1 MED10 MED11 MED14 MED15 MED16 MED17 MED18 MED19 MED20 MED21 MED22 MED23 MED24 MED25 MED26 MED27 MED28 MED29 MED30 MED31 MED4 MED6 MED7 MED8 MED9 NCBP1 NCBP2 NELFA NELFB NELFCD NELFE PARP1 PWWP2A PWWP2B RECQL5 RN7SK RNF168 RNF8 SHH SIRT6 SUPT4H1 SUPT5H SUPT6H TCERG1 VHL WDR43 ZMYND11 ZMYND8 GOBP_REGULATION_OF_TRANSCRIPTION_FROM_RNA_POLYMERASE_II_PROMOTER_IN_RESPONSE_TO_HYPOXIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_TRANSCRIPTION_FROM_RNA_POLYMERASE_II_PROMOTER_IN_RESPONSE_TO_HYPOXIA CITED2 EGR1 HIF1A NFE2L2 RBPJ SIRT2 STOX1 TP53 VEGFA VHL GOBP_REGULATION_OF_TRANSCRIPTION_FROM_RNA_POLYMERASE_II_PROMOTER_IN_RESPONSE_TO_OXIDATIVE_STRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_TRANSCRIPTION_FROM_RNA_POLYMERASE_II_PROMOTER_IN_RESPONSE_TO_OXIDATIVE_STRESS ANKRD2 ARNT ATF4 EPAS1 HIF1A HMOX1 SIN3A GOBP_REGULATION_OF_TRANSCRIPTION_FROM_RNA_POLYMERASE_II_PROMOTER_IN_RESPONSE_TO_STRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_TRANSCRIPTION_FROM_RNA_POLYMERASE_II_PROMOTER_IN_RESPONSE_TO_STRESS ANKRD2 ARNT ATF3 ATF4 ATF6 ATF6B BAG3 CEBPB CITED2 CREB3L1 CREB3L3 DDIT3 EGR1 EPAS1 HIF1A HMOX1 HSPA5 JUN KLF2 MAPK7 MBTPS2 MUC1 NCK1 NCK2 NFE2L2 RBPJ SIN3A SIRT2 STOX1 TMBIM6 TP53 VEGFA VHL GOBP_REGULATION_OF_TRANSCRIPTION_INVOLVED_IN_G1_S_TRANSITION_OF_MITOTIC_CELL_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_TRANSCRIPTION_INVOLVED_IN_G1_S_TRANSITION_OF_MITOTIC_CELL_CYCLE BACH1 BRD4 CDK14 CDK15 CDK16 CDK17 CDK18 CDK5 E2F1 E2F2 E2F4 E2F6 E2F7 ESRRB GFI1 HINFP ID2 KLF11 NPAT RB1 TFDP1 ZPR1 GOBP_REGULATION_OF_TRANSCRIPTION_OF_NUCLEOLAR_LARGE_RRNA_BY_RNA_POLYMERASE_I https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_TRANSCRIPTION_OF_NUCLEOLAR_LARGE_RRNA_BY_RNA_POLYMERASE_I DDX11 DEDD IPPK MACROH2A1 MACROH2A2 MARS1 MTOR NCL NOL11 NOP53 PIH1D1 PWP1 SIRT7 SMARCA4 SMARCB1 GOBP_REGULATION_OF_TRANSCRIPTION_REGULATORY_REGION_DNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_TRANSCRIPTION_REGULATORY_REGION_DNA_BINDING DAZAP2 DDIT3 DDRGK1 DOT1L EP300 FOXC1 GATA1 GATA3 GTF2B H1-0 HAND1 HAND2 HEY1 HEY2 IFNG IGF1 LAMTOR5 MAD2L2 MSX2 NEUROD1 NIBAN2 NSD1 PARK7 PAX6 PER2 POU4F1 POU4F2 PSEN1 RB1 RNF220 SOX11 TGFB1 TMSB4X TRAF6 TRIM6 TWIST1 ZBTB7A ZC4H2 ZNF593 ZNF675 GOBP_REGULATION_OF_TRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_TRANSFERASE_ACTIVITY ABI1 ABL1 ACD ACE ACP4 ACTB ADAM17 ADAM8 ADAM9 ADAR ADARB1 ADCY8 ADCYAP1 ADIPOQ ADRA2A ADRA2B ADRA2C ADRB2 AGAP2 AGT AGTR1 AIDA AKT1 AKT1S1 ALK ALS2 AMBRA1 ANG ANGPT1 ANKRD54 APC APOA1 APOA2 APOA4 APOE APP ARHGEF5 ARRDC3 ARRDC4 ATG14 ATM ATP2B4 AURKB AXIN1 AXIN2 AXL AZU1 BAD BAG2 BAG5 BANF1 BCCIP BLM BMI1 BMP2 BORA BTRC C1orf112 C5AR1 CAB39 CACUL1 CALCA CALM1 CALM2 CALM3 CAMK1 CAMK2N1 CAMK2N2 CAMKK1 CAMKK2 CARD10 CARD14 CARTPT CASS4 CAV1 CAV3 CBL CBLB CBLC CCDC88A CCL19 CCL21 CCL5 CCN1 CCNA1 CCNA2 CCNB1 CCNB2 CCNB3 CCND1 CCND2 CCND3 CCNE1 CCNE2 CCNF CCNG1 CCNG2 CCNH CCNI CCNI2 CCNJ CCNJL CCNK CCNO CCNP CCNT1 CCNT2 CCNY CCNYL1 CCNYL2 CCNYL3 CCR7 CCT2 CCT4 CD19 CD200 CD24 CD300A CD4 CD40 CD74 CD86 CDC14B CDC20 CDC25A CDC25C CDC37 CDC6 CDK12 CDK5R1 CDK5R2 CDK5RAP1 CDK5RAP3 CDK7 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CDKN2D CDKN3 CEACAM1 CEBPA CEMIP CENPE CEP43 CEP85 CERS1 CHI3L1 CHMP6 CHP1 CHRNA3 CHRNA7 CHTF18 CHTF8 CIB1 CLSPN CLU COPS8 CORO1C CSF1 CSF1R CTNNB1 DAB2IP DAXX DBI DBNDD1 DBNDD2 DDR1 DDR2 DDX3X DEFB114 DEPTOR DGKZ DIPK2A DIRAS1 DIRAS2 DIRAS3 DKC1 DKK1 DLG3 DLG4 DNAJA1 DOK7 DRD4 DSCC1 DSTYK DTNBP1 DTX3L DUSP1 DUSP10 DUSP12 DUSP16 DUSP19 DUSP22 DUSP3 DUSP7 DVL1 DVL2 DVL3 DYNAP ECT2 EDN1 EDN3 EEF1A1 EEF1A2 EFNA1 EGF EGFR EGR1 EIF4A2 ELANE EMP2 EPGN EPHA1 EPHA2 EPHA4 EPHA8 EPHB2 EPHB4 ERBB2 ERBB3 ERBB4 ERCC4 EREG ERN1 ERP29 ERRFI1 ETAA1 EZH2 F2 FBXO5 FBXW7 FCGR1A FEM1A FEM1B FERMT2 FGF1 FGF16 FGF18 FGF2 FGFR1 FGFR2 FGFR3 FGFR4 FGR FLT1 FLT3 FLT4 FOXA2 FZD10 FZR1 GADD45A GAS6 GBA1 GCKR GH1 GHR GNAQ GPRC5A GPRC5B GREM1 GRHL2 GRM5 GSK3A GSK3B GSKIP GSTP1 GTF2H1 GTPBP4 HEG1 HERC5 HEXIM1 HEXIM2 HGS HHEX HIPK3 HLA-DRB1 HMBOX1 HMGA2 HNRNPA2B1 HNRNPD HNRNPU HPF1 HRAS HSP90AA1 HSP90AB1 HSPB1 HTR2B HTT HYAL2 IFNG IGF1 IGF1R IGF2 IL12B IL18 IL1B IL23A IL23R IL34 IL4 IL6R INCA1 INPP5K INS INSR INSRR IPO5 IPO7 IQGAP1 IRAK1 IRAK3 IRGM IRS1 IRS2 ITGB1BP1 ITGB3 JAK2 JMJD8 JTB KAT2B KDR KIF14 KIT KLF4 KSR1 LAT LATS1 LATS2 LAX1 LCP2 LDB1 LDB2 LEP LILRA5 LILRB4 LIMK1 LMO4 LRP5 LRP6 LRP8 LRRK2 LTF LTK LYN MACROH2A1 MAD2L1 MAD2L2 MAGEA2 MAGEA2B MAGEC2 MALT1 MAP2K1 MAP2K2 MAP2K3 MAP2K5 MAP2K7 MAP3K10 MAP3K11 MAP3K12 MAP3K13 MAP3K4 MAP3K5 MAP3K7 MAP4K2 MAPK1 MAPK15 MAPK3 MAPK8IP1 MAPKAPK5 MAPRE3 MAPT MARCHF6-DT MARK2 MEN1 MERTK MET MIDN MIR103A1 MIR125B1 MIR133A1 MIR138-1 MIR143 MIR15A MIR20A MIR21 MIR218-1 MIR219A1 MIR24-1 MIR26B MIR27A MIR27B MIR34A MIR711 MIR92A1 MMD MMD2 MNAT1 MRE11 MRNIP MST1 MST1R MT3 MTCP1 MUSK MVP MYC MYCNOS MYOCD NAB2 NABP2 NAF1 NBN NCF1 NEDD9 NEK10 NEK2 NEK7 NF1 NHERF1 NLRC5 NOD2 NOX4 NPM1 NPPA NPRL2 NR2F2 NRG1 NTF3 NTRK1 NTRK2 NTRK3 NVL OSBPL8 P2RY12 PABPN1 PAK1 PAK2 PAQR3 PARK7 PARM1 PARN PARP3 PARP4 PCNA PDCD10 PDCD4 PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PDPK1 PHB1 PHB2 PHPT1 PIBF1 PIF1 PIFO PIH1D1 PIK3CB PIK3CG PIK3IP1 PIK3R1 PIK3R2 PIK3R3 PIK3R5 PIK3R6 PILRB PIN1 PINK1 PINX1 PKD1 PKD2 PKIA PKIB PKIG PKMYT1 PLA2G1B PLAAT4 PLCE1 PLK1 PNKP POLG2 POT1 PPARG PPEF2 PPIA PPM1E PPM1F PPP1R3F PPP2CA PPP2R5A PRDX3 PRIM2 PRKAG1 PRKAG2 PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCD PRKCQ PRKD1 PRKN PRKRIP1 PRLR PRNP PROX1 PRRC1 PSMD10 PSRC1 PTEN PTGES3 PTK2 PTK2B PTK6 PTPN1 PTPN22 PTPRB PTPRC PTPRJ PTPRO PTPRQ PTPRT PUM3 PYCARD PYDC1 QARS1 RAD50 RALB RAP1A RAP2B RAP2C RAPGEF2 RASGRP1 RASIP1 RASSF2 RB1 RBL1 RBL2 RELN RET RFC2 RFC3 RFC4 RFC5 RGCC RGS14 RGS2 RHOA RIPK3 ROBO1 ROR1 ROR2 ROS1 RPL11 RPL23 RPL5 RPS2 RPS3 RPS7 RPTOR RTRAF RUBCN RYK S100A12 SASH1 SERINC1 SERINC5 SERPINB3 SERTAD1 SFN SH3BP5 SH3BP5L SIRT1 SKP1 SLAMF8 SLC11A1 SLC8A1 SLC8A2 SLC8A3 SMAD7 SMCR8 SMG6 SMG8 SMPD1 SNCA SNF8 SNX6 SNX9 SOCS4 SOCS5 SOD1 SORL1 SPDYA SPINDOC SPRED1 SPRY1 SPRY2 SPRY3 SPRY4 SPTSSB SRC SRCIN1 STK11 STK38 STOX1 STRADA STRADB SYAP1 TAB1 TAB2 TAF7 TAOK2 TAOK3 TARBP2 TCIM TCL1A TCL1B TCP1 TDGF1 TEK TELO2 TENM1 TERF1 TESK1 TFAP4 TGFB1 TGFB2 TGFBR2 THBS1 THY1 TIE1 TIGAR TINF2 TIRAP TLR3 TLR4 TLR6 TNF TNFRSF10A TNFRSF10B TNFRSF11A TNFSF11 TNFSF15 TNKS TOM1L1 TOPORS TP53 TPD52L1 TPX2 TRAF2 TRAF4 TRAF6 TREM2 TRIB1 TRIB2 TRIB3 TRIM27 TSC2 TSG101 TSPYL2 TTBK1 TTN TXN TYRO3 UBASH3B UBE2C UBE2I UBE2L3 UBE2S UCHL1 UNC119 USP44 UVRAG VEGFA VPS25 WARS1 WASHC1 WDR81 WDR91 WNT5A WRAP53 WWTR1 XRCC1 XRCC5 XRCC6 YWHAG ZFP36 ZFP91 ZFYVE28 ZGPAT ZNF16 ZNF622 ZNF675 GOBP_REGULATION_OF_TRANSFORMING_GROWTH_FACTOR_BETA1_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_TRANSFORMING_GROWTH_FACTOR_BETA1_PRODUCTION ADAM8 AGT ATP6AP2 CD2AP CX3CL1 FOXP3 FURIN GATA6 LAPTM4B LUM SERPINB7 THBS1 TSKU TYROBP GOBP_REGULATION_OF_TRANSFORMING_GROWTH_FACTOR_BETA_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_TRANSFORMING_GROWTH_FACTOR_BETA_ACTIVATION ADAM8 AGT GATA6 HSP90AB1 ITGAV ITGB6 ITGB8 LRRC32 LTBP1 TNXB GOBP_REGULATION_OF_TRANSLATIONAL_ELONGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_TRANSLATIONAL_ELONGATION AARS1 ALKBH1 CPEB2 CPEB3 EIF4A3 EIF5A EIF5A2 EIF5AL1 GRM5 METTL18 SHFL SRP9 USP16 GOBP_REGULATION_OF_TRANSLATIONAL_FIDELITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_TRANSLATIONAL_FIDELITY AARS1 AARS2 AARSD1 CDK5RAP1 DNAJC2 DTD1 DTD2 GATC IARS1 IARS2 LARS1 LARS2 PRORSD1P RPS5 TARS2 VARS1 VARS2 YRDC GOBP_REGULATION_OF_TRANSLATIONAL_INITIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_TRANSLATIONAL_INITIATION AGO2 ALKBH1 ATF4 BANK1 BOLL BZW1 BZW2 C8orf88 CCL5 CDC123 CSDE1 CTIF DAZ1 DAZ2 DAZ3 DAZ4 DAZL DDX1 DDX3X DHX29 DNAJC3 EIF1 EIF1B EIF2AK1 EIF2AK3 EIF2AK4 EIF2B2 EIF2B5 EIF2S1 EIF3B EIF3E EIF3H EIF3K EIF4A2 EIF4B EIF4E2 EIF4EBP1 EIF4EBP2 EIF4EBP3 EIF4G1 EIF4G2 EIF4G3 EIF4H EIF5 EIF5B FECH FMR1 GIGYF2 HABP4 HSPB1 IMPACT KHDRBS1 KLHL25 LARP1 METTL3 MIF4GD MTIF2 MTOR NCBP1 NCBP2 NCK1 NCK2 NPM1 PAIP1 PAIP2 PAIP2B POLR2G PPP1CA PPP1R15A PPP1R15B RBM4 RPL13A RPS6KB1 RPS6KB2 SH3BGRL TMED2 TNF TPR UHMK1 YTHDF1 YTHDF2 YTHDF3 ZNF598 GOBP_REGULATION_OF_TRANSLATIONAL_INITIATION_BY_EIF2_ALPHA_PHOSPHORYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_TRANSLATIONAL_INITIATION_BY_EIF2_ALPHA_PHOSPHORYLATION DNAJC3 EIF2AK1 EIF2AK3 EIF2AK4 FECH NCK1 NCK2 NPM1 PPP1R15B TMED2 GOBP_REGULATION_OF_TRANSLATIONAL_INITIATION_IN_RESPONSE_TO_STRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_TRANSLATIONAL_INITIATION_IN_RESPONSE_TO_STRESS DNAJC3 EIF2AK1 EIF2AK3 EIF2AK4 EIF2S1 FECH IMPACT NCK1 NCK2 NPM1 PPP1CA PPP1R15A PPP1R15B TMED2 GOBP_REGULATION_OF_TRANSLATIONAL_TERMINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_TRANSLATIONAL_TERMINATION EIF5A EIF5A2 EIF5AL1 ETF1 GSPT1 JMJD4 OGFOD1 SHFL UPF1 GOBP_REGULATION_OF_TRANSLATION_AT_SYNAPSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_TRANSLATION_AT_SYNAPSE CYFIP1 EEF2K EIF4A3 EIF4E ELAVL4 NGDN GOBP_REGULATION_OF_TRANSLATION_INITIATION_IN_RESPONSE_TO_ENDOPLASMIC_RETICULUM_STRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_TRANSLATION_INITIATION_IN_RESPONSE_TO_ENDOPLASMIC_RETICULUM_STRESS DNAJC3 EIF2AK3 EIF2AK4 NCK1 NCK2 PPP1R15A PPP1R15B TMED2 GOBP_REGULATION_OF_TRANSLATION_IN_RESPONSE_TO_ENDOPLASMIC_RETICULUM_STRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_TRANSLATION_IN_RESPONSE_TO_ENDOPLASMIC_RETICULUM_STRESS DDX3X DNAJC3 EIF2AK3 EIF2AK4 EIF2S1 EIF4G1 NCK1 NCK2 PPP1R15A PPP1R15B SESN2 TMED2 GOBP_REGULATION_OF_TRANSLATION_IN_RESPONSE_TO_STRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_TRANSLATION_IN_RESPONSE_TO_STRESS DDX3X DNAJC3 EIF2AK1 EIF2AK3 EIF2AK4 EIF2S1 EIF4G1 FECH IMPACT KRT13 NCK1 NCK2 NPM1 PPP1CA PPP1R15A PPP1R15B RBM4 RPS6KA1 RPS6KA3 SESN2 TMED2 GOBP_REGULATION_OF_TRANSMEMBRANE_RECEPTOR_PROTEIN_SERINE_THREONINE_KINASE_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_TRANSMEMBRANE_RECEPTOR_PROTEIN_SERINE_THREONINE_KINASE_SIGNALING_PATHWAY ABL1 ACVR1 ACVR1B ACVR2A ACVR2B ACVRL1 ADAM17 ADAMTSL2 ADISSP AMH ARID4A ARID4B ASPN AXIN1 BAMBI BCL9 BCL9L BMP10 BMP2 BMP4 BMP5 BMP6 BMP7 BMPER BMPR1A BMPR2 BRMS1 BRMS1L CAV2 CAV3 CCN1 CCN3 CD109 CDH5 CDKN1C CDKN2B CER1 CHRD CHRDL1 CHRDL2 CHST11 CIDEA CILP CITED1 CITED2 CRB2 CREBBP CRIM1 CSNK2B CTDSPL2 DAB2 DACT1 DACT2 DAND5 DKK1 DKK3 DLX1 DMRT1 EID2 ELAPOR2 EMILIN1 ENG EP300 FAM89B FBN1 FBN2 FBXL15 FERMT1 FGF10 FGF9 FKBP1A FKBP8 FLCN FOLR1 FOXD1 FST FSTL1 FSTL3 FSTL4 FSTL5 FZD1 GATA4 GATA6 GDF2 GDF3 GDF5 GDF6 GDF7 GIPC1 GLG1 GPC3 GPR155 GREM1 GREM2 HDAC1 HDAC2 HES1 HES5 HIPK2 HJV HOXA13 HSP90AB1 HSPA1A HSPA5 HTRA1 HTRA3 HTRA4 IGSF1 IL17F IL17RD ILK ING1 ING2 INHBA INTS9 ITGA3 ITGA8 JAK2 KCNQ1OT1 KCP KDR KIAA0319 LATS1 LATS2 LDLRAD4 LEMD3 LOX LRG1 LRP1 LRP2 LTBP1 LTBP4 MAGI2 MEN1 MICOS10-NBL1 MIR100 MIR106A MIR125B1 MIR130A MIR140 MIR146A MIR15B MIR17 MIR181A2 MIR18A MIR195 MIR205 MIR20A MIR21 MIR210 MIR214 MIR23A MIR26A1 MIR26B MIR27A MIR27B MIR29B1 MIR302C MIR30B MIR342 MIR361 MIR373 MIR497 MIR498 MIR520C MIR564 MIR885 MIR9-1 MIR93 MIR98 MIRLET7F1 MIRLET7G MSX1 MSX2 MTMR4 MYOCD NBL1 NEO1 NKX2-1 NODAL NOG NOMO1 NOMO3 NOTCH1 NOTCH2 NPNT NREP NRROS NUMA1 NUP93 OGT ONECUT1 ONECUT2 PALS1 PARP1 PBLD PCSK6 PDPK1 PEG10 PELO PIN1 PMEPA1 PPARA PPARG PPM1A PRDM16 PRMT1 RASL11B RBBP4 RBBP7 RBPJ RBPMS2 RGMA RNF111 RNF165 SAP130 SAP30 SAP30L SCUBE3 SDCBP SFRP1 SFRP2 SFRP4 SH2B1 SHH SIN3A SINHCAF SIRT1 SKI SKIL SKOR1 SKOR2 SLC2A10 SMAD2 SMAD3 SMAD4 SMAD5-AS1 SMAD6 SMAD7 SMURF1 SMURF2 SNW1 SNX25 SNX6 SORL1 SOST SOSTDC1 SOX11 SPART SPRED1 SPRED2 SPRED3 SPRY1 SPRY2 STK11 STRAP STUB1 SUDS3 SULF1 TBX20 TET1 TFAP2B TGFB1 TGFB1I1 TGFB3 TGFBR1 TGFBR2 TGFBR3 TGFBR3L THBS1 TMEM53 TMPRSS6 TNFAIP6 TNXB TOB1 TP53 TRIM33 TWSG1 UBE2D1 UBE2D3 UBE2O UCMA USP15 VASN VEPH1 VWC2 VWC2L WFIKKN1 WFIKKN2 WNT1 WNT5A XIAP ZBTB7A ZC3H3 ZEB1 ZEB2 ZNF423 ZNF451 ZNF703 GOBP_REGULATION_OF_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_TRANSMEMBRANE_TRANSPORT ABCB1 ABL1 ACE ACE2 ACSL1 ACSL5 ACTB ACTN2 ACTN4 ADCYAP1R1 ADIPOQ ADRA2A ADRB2 AHCYL1 AHNAK AKAP5 AKAP6 AKAP9 AKT1 AKT2 ALG10B AMIGO1 ANK2 ANK3 ANO6 ANO9 ANTKMT APLNR APP APPL1 APPL2 ARC ARL6IP1 ARL6IP5 ARPP19 ASIC2 ASPSCR1 ATG5 ATP1A2 ATP1B1 ATP1B2 ATP1B3 ATP2A1 ATP2B4 ATP4A ATP7A ATPSCKMT AZIN1 AZIN2 BAK1 BAX BCL2 BDKRB1 BIN1 BPIFA1 BRAF C1QTNF12 C2CD5 C3 CA2 CAB39 CABP1 CABP2 CABP4 CABP5 CACNA1A CACNA1B CACNA1C CACNA1D CACNA1E CACNA1F CACNA1G CACNA1H CACNA1I CACNA1S CACNA2D1 CACNA2D2 CACNA2D3 CACNA2D4 CACNB1 CACNB2 CACNB3 CACNB4 CACNG1 CACNG2 CACNG3 CACNG4 CACNG5 CACNG6 CACNG7 CACNG8 CALCR CALHM1 CALM1 CALM2 CALM3 CAMK2D CAPN1 CAPN10 CAPN3 CASQ1 CASQ2 CATSPER1 CATSPER2 CATSPER3 CATSPER4 CAV1 CAV3 CBARP CCL2 CCR2 CD19 CD63 CEMIP CFTR CHD7 CHP1 CHP2 CHRM3 CLCA3P CLCN1 CLCN2 CLCNKA CLCNKB CLIC1 CLIC2 CLIC3 CLIC4 CLIC5 CLIC6 CLIP3 CLTCL1 CLTRN CNIH2 CNIH3 COA8 COMMD1 CORO1A COX17 CRACR2A CRBN CREBL2 CRH CRHBP CRHR1 CTSS CTTNBP2NL CX3CL1 CXCL10 CXCL11 CXCL9 CYBA CYBB DAPK1 DHRS7C DIAPH1 DLG1 DLG4 DMD DPP10 DPP6 DRD1 DRD2 DRD3 DRD4 EDN1 EDN3 EDNRA ENPP1 EPHB2 EPO ERFE F2 F2R F2RL3 FABP5 FFAR4 FGF11 FGF12 FGF13 FGF14 FGF19 FGF21 FHL1 FKBP1A FKBP1B FKBP1C FLNA FMR1 FXYD1 FXYD2 FXYD3 FXYD4 FXYD5 FXYD6 FXYD6P3 FXYD7 FYN G6PD GAL GALR2 GH1 GIP GJC2 GLRX GNB2 GNB5 GOPC GPC3 GPD1L GPER1 GPR35 GPR89A GPR89B GRB10 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRM5 GRM6 GRP GSG1L GSK3A GSTM2 GSTO1 HAMP HAP1 HCN1 HCN2 HCN3 HCN4 HECW1 HECW2 HK2 HOMER1 HPCA HRC HTT HVCN1 IFNG IGF1 IL13 IL1B INPP5K INS INSR IRS1 IRS2 ISCU ITGB1 ITGB3 ITLN1 JPH1 JPH2 JPH3 JPH4 JSRP1 KCNA1 KCNA10 KCNA2 KCNA3 KCNA4 KCNA5 KCNA6 KCNA7 KCNAB1 KCNAB2 KCNAB3 KCNB1 KCNB2 KCNC1 KCNC2 KCNC3 KCNC4 KCND1 KCND2 KCND3 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNF1 KCNG1 KCNG2 KCNG3 KCNG4 KCNH1 KCNH2 KCNH3 KCNH4 KCNH5 KCNH6 KCNH7 KCNH8 KCNIP1 KCNIP2 KCNIP3 KCNIP4 KCNJ1 KCNJ10 KCNJ11 KCNJ12 KCNJ13 KCNJ14 KCNJ15 KCNJ16 KCNJ18 KCNJ2 KCNJ3 KCNJ4 KCNJ5 KCNJ6 KCNJ8 KCNJ9 KCNK10 KCNK12 KCNK13 KCNK15 KCNK16 KCNK17 KCNK4 KCNK5 KCNK6 KCNK7 KCNMA1 KCNMB1 KCNN2 KCNN4 KCNQ1 KCNQ2 KCNQ3 KCNQ4 KCNQ5 KCNRG KCNS1 KCNS2 KCNS3 KCNU1 KCNV1 KCNV2 KEL KLF15 LACRT LEP LHCGR LIME1 LRRC26 LRRC38 LRRC52 LRRC55 LYN MAPK14 MAPK8IP2 MEF2A MEF2C METTL21C MINK1 MIR1-1 MIR103A1 MIR107 MIR129-1 MIR133A1 MIR133B MIR143 MIR153-1 MIR185 MIR186 MIR192 MIR200C MIR208A MIR208B MIR21 MIR210 MIR212 MIR223 MIR24-1 MIR26A1 MIR29B1 MIR30D MIR326 MIR328 MIR34A MIR34B MIR448 MIR451A MIR495 MIR499A MIR508 MIR873 MIR9-1 MIR93 MMP9 MS4A1 NALCN NDUFA4 NEDD4 NEDD4L NETO1 NFE2L2 NHERF1 NIPSNAP2 NLGN1 NLGN2 NLGN3 NOS1 NOS1AP NOX1 NPPA NPSR1 NR4A3 NTSR1 OAZ1 OAZ2 OAZ3 OCLN OPN3 OPRK1 OPRM1 OSBPL8 OSR1 OSTN OXSR1 P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX7 P2RY6 PCSK9 PDE4B PDE4D PDPK1 PDZK1 PEA15 PER2 PHB2 PID1 PIK3CG PIK3R1 PIM1 PIRT PKD2 PLA2G1B PLCG1 PLN PLP1 PML POU4F2 PPIF PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PRKACA PRKAG2 PRKCB PRKCE PRKCI PRKD1 PRNP PRRT1 PSEN1 PSEN2 PTH PTK2B PTPN11 PTPN3 PTPN6 RAMP3 RANGRF RELN REM1 RGS2 RGS4 RGS7 RHOQ RIPK1 RNASEL RNF207 RPS6KB1 RSC1A1 RTN2 RYR2 SCN10A SCN11A SCN1A SCN1B SCN2A SCN2B SCN3A SCN3B SCN4A SCN4B SCN5A SCN7A SCN8A SCN9A SELENON SELENOS SESTD1 SHANK1 SHANK3 SHISA6 SHISA7 SHISA8 SHISA9 SIRT6 SLC17A8 SLC1A2 SLC25A27 SLC26A5 SLC26A6 SLC30A1 SLC31A2 SLC34A1 SLC38A1 SLC43A1 SLC43A2 SLC6A9 SLC7A5 SLC8A1 SLC9A1 SLMAP SLN SNCA SNTA1 SORBS1 SPHK2 SRI STAC STAC2 STAC3 STIM1 STIM2 STIMATE STK39 STOM STRIT1 STXBP3 STXBP4 SUMO1 TCAF1 TCAF2 TCIRG1 TERT TESC THBS1 THY1 TLR9 TMBIM6 TMC1 TMC2 TMEM109 TMEM37 TMEM38A TMEM38B TMSB4X TNF TPCN1 TPCN2 TRDN TREM2 TRIB3 TRPC1 TRPC3 TRPC6 TRPM5 TSPAN13 UBASH3B UBQLN1 UBR3 UTRN VAMP2 VDAC1 VMP1 WNK1 WNK2 WNK3 WNK4 WWP2 XCL1 YES1 YWHAE YWHAH YWHAQ GOBP_REGULATION_OF_TRANSMISSION_OF_NERVE_IMPULSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_TRANSMISSION_OF_NERVE_IMPULSE AVP AVPR1A CARTPT CHRNB4 FGF12 FMR1 GBA1 GHRL GHSR GLRA1 GPR35 HCRT ITGA2 MTNR1B TNR TYMP GOBP_REGULATION_OF_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_TRANSPORT AAAS AACS AAK1 ABAT ABCA1 ABCA12 ABCA13 ABCA2 ABCA3 ABCA5 ABCA7 ABCA8 ABCB1 ABCB11 ABCB4 ABCC8 ABCG1 ABCG4 ABCG5 ABCG8 ABL1 ABL2 ABLIM3 ACAA2 ACE ACE2 ACHE ACSL1 ACSL3 ACSL4 ACSL5 ACTB ACTG1 ACTN2 ACTN4 ACVR1C ADA ADAM8 ADAM9 ADCY10 ADCY5 ADCY8 ADCYAP1 ADCYAP1R1 ADGRE2 ADIPOQ ADORA1 ADORA2A ADORA2B ADORA3 ADRA2A ADRA2B ADRA2C ADRB2 ADTRP AGT AGTR1 AHCYL1 AHI1 AHNAK AHSG AIMP1 AKAP5 AKAP6 AKAP8L AKAP9 AKT1 AKT2 ALG10B ALOX12B ALOX15 ALOX5 AMIGO1 ANG ANGPT1 ANK2 ANK3 ANKFY1 ANKRD1 ANKRD13A ANKRD13B ANKRD13D ANKRD27 ANO1 ANO6 ANO9 ANP32B ANTKMT ANXA1 ANXA2 AP1G1 AP2A1 AP2M1 AP2S1 APBB1 APBB3 APELA APLN APLNR APOA1 APOA2 APOA4 APOA5 APOC1 APOC2 APOC3 APOD APOE APP APPL1 APPL2 AQP1 ARC ARF1 ARF6 ARFGAP1 ARFIP1 ARHGAP1 ARHGAP44 ARHGAP8 ARHGDIA ARHGEF5 ARIH2 ARL6IP1 ARL6IP5 ARPP19 ARRB1 ARRB2 ARV1 ASIC1 ASIC2 ASPSCR1 ATAD1 ATF4 ATG13 ATG3 ATG5 ATP13A2 ATP1A1 ATP1A2 ATP1B1 ATP1B2 ATP1B3 ATP2A1 ATP2A2 ATP2B1 ATP2B4 ATP2C1 ATP2C2 ATP4A ATP5IF1 ATP7A ATP8A1 ATP8A2 ATP8B1 ATP9A ATPSCKMT ATXN2 AVP AVPR1A AVPR1B AXL AZIN1 AZIN2 AZU1 B2M B3GAT3 BAD BAG3 BAG4 BAIAP3 BAK1 BAP1 BARD1 BAX BBC3 BCAP31 BCL2 BCR BDKRB1 BEST1 BEST3 BET1L BGLAP BICD1 BIN1 BLK BMAL1 BMP2 BMP2K BMP4 BMP6 BMP8A BNIP3L BOK BORCS5 BPIFA1 BRAF BRSK2 BSN BTBD9 BTK BVES C11orf65 C12orf4 C1QTNF1 C1QTNF12 C1QTNF3 C2 C2CD2L C2CD5 C3 C4A C4B CA2 CA7 CAB39 CABP1 CABP2 CABP4 CABP5 CACNA1A CACNA1B CACNA1C CACNA1D CACNA1E CACNA1F CACNA1G CACNA1H CACNA1I CACNA1S CACNA2D1 CACNA2D2 CACNA2D3 CACNA2D4 CACNB1 CACNB2 CACNB3 CACNB4 CACNG1 CACNG2 CACNG3 CACNG4 CACNG5 CACNG6 CACNG7 CACNG8 CADPS CADPS2 CALCR CALHM1 CALM1 CALM2 CALM3 CALR CALY CAMK1 CAMK1D CAMK2A CAMK2B CAMK2D CAMK2G CAPN1 CAPN10 CAPN3 CARTPT CASK CASQ1 CASQ2 CASR CATSPER1 CATSPER2 CATSPER3 CATSPER4 CAV1 CAV3 CBARP CBL CBLL1 CCDC32 CCKAR CCL19 CCL2 CCL21 CCL3 CCL4 CCL5 CCN3 CCR1 CCR2 CD14 CD151 CD177 CD19 CD200 CD22 CD2AP CD300A CD300LF CD33 CD36 CD38 CD4 CD47 CD63 CD74 CD81 CD84 CDC42 CDH1 CDH13 CDH2 CDH3 CDK1 CDK16 CDK5 CDK5R1 CDK5R2 CEACAM1 CEBPB CELA2A CEMIP CEP131 CEP290 CES1 CETP CFP CFTR CHCHD10 CHD7 CHGA CHMP2A CHMP3 CHMP6 CHP1 CHP2 CHRM1 CHRM3 CHRNA3 CHRNA4 CHRNA6 CHRNA7 CHRNB2 CHRNB4 CIB1 CLASP1 CLASP2 CLCA3P CLCN1 CLCN2 CLCNKA CLCNKB CLDN10 CLDN19 CLDN3 CLEC7A CLIC1 CLIC2 CLIC3 CLIC4 CLIC5 CLIC6 CLIP3 CLN3 CLOCK CLTCL1 CLTRN CLU CNIH2 CNIH3 CNKSR3 CNN2 CNR1 CNST CNTN1 COA8 COLEC10 COLEC11 COMMD1 CORIN CORO1A COX17 CPB2 CPLANE2 CPLX1 CPLX2 CPLX3 CPLX4 CPSF6 CPT1A CRACR2A CRACR2B CRBN CREB1 CREBL2 CRH CRHBP CRHR1 CRY1 CRY2 CRYAA CRYAB CRYZL2P-SEC16B CSK CSNK2A2 CSPG5 CTDSPL2 CTNNB1 CTSS CTTNBP2NL CX3CL1 CXCL10 CXCL11 CXCL12 CXCL9 CXCR4 CYBA CYBB CYFIP1 CYP19A1 CYP4A11 CYP4F2 CYP51A1 CYP8B1 DAB2 DAPK1 DBI DCANP1 DENND10 DENND5B DERL2 DERL3 DGKD DGKQ DHRS7C DHX9 DIAPH1 DISP3 DKK1 DLG1 DLG4 DLL1 DMAP1 DMD DMPK DMTN DNAJA1 DNAJC1 DNAJC13 DNAJC27 DNAJC5 DNAJC6 DNM1L DNM3 DOC2A DOC2B DOCK2 DPH3 DPP10 DPP6 DRD1 DRD2 DRD3 DRD4 DTNBP1 DVL1 DYNC1H1 DYNC1LI1 DYNLT2B DYSF ECT2 EDEM1 EDEM2 EDN1 EDN3 EDNRA EEF2K EEPD1 EFCAB7 EFHB EFNA5 EFNB2 EGF EHD1 EHD2 EHD4 EIPR1 EMD ENPP1 ENPP7 ENSA ENY2 EP300 EPB41 EPHA3 EPHA5 EPHB2 EPO EPPIN EPRS1 ERBB2 ERBB3 ERC2 ERFE ERGIC3 ERLEC1 ERP29 EXPH5 EZR F2 F2R F2RL1 F2RL2 F2RL3 FABP3 FABP5 FAM3D FASLG FBXL20 FBXO45 FBXW7 FCER1G FCGR1A FCGR2B FCN1 FCN2 FCN3 FCRL3 FER FER1L4 FER1L5 FERMT1 FES FEZ1 FFAR1 FFAR2 FFAR3 FFAR4 FGA FGB FGF10 FGF11 FGF12 FGF13 FGF14 FGF19 FGF20 FGF21 FGF23 FGG FGR FHL1 FIS1 FKBP1A FKBP1B FKBP1C FLNA FLOT1 FMR1 FOXA2 FOXF1 FOXL2 FOXO1 FPR2 FRAT1 FRAT2 FRMD4A FURIN FXYD1 FXYD2 FXYD3 FXYD4 FXYD5 FXYD6 FXYD6P3 FXYD7 FYN FZD5 FZD9 G6PC2 G6PD GAB2 GABBR1 GABRE GAL GALR1 GALR2 GAPVD1 GAS1 GAS6 GATA1 GATA2 GCC2 GCG GCK GCLC GDF9 GDI1 GDNF GFAP GH1 GHRH GHRHR GHRL GHSR GIP GIPR GIT1 GJA1 GJC2 GLI3 GLRX GLUD1 GNA11 GNAI2 GNAZ GNB2 GNB5 GOLPH3 GOLPH3L GOPC GPC3 GPD1L GPER1 GPLD1 GPM6B GPR143 GPR158 GPR27 GPR35 GPR68 GPR89A GPR89B GPS2 GRAMD2A GRB10 GREM1 GRIK5 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3B GRIPAP1 GRK2 GRM2 GRM5 GRM6 GRM7 GRP GSG1L GSK3A GSK3B GSTM2 GSTO1 GZMB H1-1 HADH HAMP HAP1 HAX1 HCAR2 HCK HCLS1 HCN1 HCN2 HCN3 HCN4 HCRT HDAC3 HECW1 HECW2 HES1 HFE HGS HIF1A HIP1 HIP1R HK2 HLA-DRB1 HLA-F HMGB1 HMGCR HNF4A HNRNPK HOMER1 HOMER2 HOMER3 HPCA HPS4 HRAS HRC HRH3 HSP90AA1 HSPA1A HSPA1L HSPA8 HTR1A HTR1B HTR2A HTR2C HTRA2 HTT HUWE1 HVCN1 HYAL2 HYAL3 ICA1 ICA1L ICE1 IER3 IER3IP1 IFI27 IFNG IGF1 IL11 IL12A IL12B IL13 IL13RA2 IL15 IL15RA IL16 IL1A IL1B IL1RAPL1 IL2RB IL2RG IL4 IL4R IL6 ILDR1 INHA INHBA INHBB INPP5F INPP5K INS INSIG1 INSR IPO5 IRS1 IRS2 ISCU ISL1 ITGA2 ITGAM ITGAV ITGB1 ITGB1BP1 ITGB2 ITGB3 ITLN1 ITPR1 IWS1 JAGN1 JAK2 JPH1 JPH2 JPH3 JPH4 JSRP1 JUP KCNA1 KCNA10 KCNA2 KCNA3 KCNA4 KCNA5 KCNA6 KCNA7 KCNAB1 KCNAB2 KCNAB3 KCNB1 KCNB2 KCNC1 KCNC2 KCNC3 KCNC4 KCND1 KCND2 KCND3 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNF1 KCNG1 KCNG2 KCNG3 KCNG4 KCNH1 KCNH2 KCNH3 KCNH4 KCNH5 KCNH6 KCNH7 KCNH8 KCNIP1 KCNIP2 KCNIP3 KCNIP4 KCNJ1 KCNJ10 KCNJ11 KCNJ12 KCNJ13 KCNJ14 KCNJ15 KCNJ16 KCNJ18 KCNJ2 KCNJ3 KCNJ4 KCNJ5 KCNJ6 KCNJ8 KCNJ9 KCNK10 KCNK12 KCNK13 KCNK15 KCNK16 KCNK17 KCNK4 KCNK5 KCNK6 KCNK7 KCNMA1 KCNMB1 KCNMB4 KCNN2 KCNN4 KCNQ1 KCNQ2 KCNQ3 KCNQ4 KCNQ5 KCNRG KCNS1 KCNS2 KCNS3 KCNU1 KCNV1 KCNV2 KCTD7 KDM5B KEL KHDRBS1 KIF20B KIF5B KISS1 KLF15 KLF7 KLRC2 KMO KRT20 LACRT LAMP1 LAMTOR1 LCP1 LDLRAP1 LEP LEPR LEPROT LETMD1 LGALS3 LGALS9 LGI3 LHCGR LIF LILRA2 LILRA5 LILRB1 LILRB2 LIME1 LIPG LLGL1 LLGL2 LMAN1 LMAN2 LPAR1 LPCAT3 LRAT LRP1 LRP5 LRPAP1 LRRC26 LRRC38 LRRC52 LRRC55 LRRC8A LRRK2 LRRTM1 LRRTM2 LRSAM1 LYAR LYN LYPLA1 LYSET MAGI2 MAOB MAP1B MAP2 MAP2K1 MAP2K2 MAP2K6 MAPK1 MAPK14 MAPK3 MAPK8 MAPK8IP2 MAVS MBL2 MBTPS1 MCHR1 MCTP1 MCTP2 MCU MDFIC MDM2 MECP2 MEF2A MEF2C MERTK METTL21C MFF MIB1 MICAL1 MICALL2 MIDN MIEF1 MIEF2 MIF MINK1 MIR1-1 MIR103A1 MIR107 MIR128-1 MIR129-1 MIR130B MIR133A1 MIR133B MIR143 MIR144 MIR145 MIR146A MIR148A MIR153-1 MIR17 MIR181B1 MIR183 MIR185 MIR186 MIR192 MIR199A1 MIR199B MIR19A MIR19B1 MIR200C MIR205 MIR206 MIR208A MIR208B MIR20A MIR21 MIR210 MIR212 MIR223 MIR24-1 MIR26A1 MIR27A MIR27B MIR29B1 MIR301B MIR302A MIR30C1 MIR30D MIR326 MIR328 MIR33A MIR33B MIR34A MIR34B MIR424 MIR448 MIR451A MIR495 MIR499A MIR508 MIR613 MIR758 MIR766 MIR873 MIR9-1 MIR92B MIR93 MKLN1 MLC1 MLLT6 MMP9 MPC2 MPV17L MRLN MS4A1 MSN MTCL1 MTMR2 MTNR1B MUL1 MX2 MYB MYBPC3 MYH10 MYLK MYLK2 MYO18A MYO1C MYO6 MYOF MYOM1 MYRIP NADK NALCN NAXE NCBP2 NCKAP1L NDEL1 NDFIP1 NDFIP2 NDRG4 NDUFA4 NDUFAF2 NECAB2 NEDD4 NEDD4L NEFH NEO1 NETO1 NEU3 NEUROD1 NEUROG1 NF1 NF2 NFE2L2 NFKB1 NFKBIA NHERF1 NIPSNAP2 NKAIN1 NKAIN2 NKAIN3 NKAIN4 NKX2-5 NKX3-1 NKX6-1 NLGN1 NLGN2 NLGN3 NLRP6 NMB NMT1 NNAT NOD2 NOS1 NOS1AP NOS2 NOS3 NOTCH1 NOX1 NPEPPS NPPA NPPB NPR1 NPSR1 NPVF NPY5R NR0B2 NR1D1 NR1H2 NR1H3 NR1H4 NR4A3 NRDE2 NRG1 NRP1 NSF NSUN2 NTF3 NTSR1 NUMA1 NUMB NUP153 NUP214 NUP54 NUP58 NUS1 OAS2 OAZ1 OAZ2 OAZ3 OCLN OPHN1 OPN3 OPRD1 OPRK1 OPRM1 OR51E2 ORAI1 OS9 OSBP OSBPL6 OSBPL8 OSM OSR1 OSTN OTOF OXSR1 OXTR P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX7 P2RY1 P2RY12 P2RY2 P2RY4 P2RY6 P3H1 PACSIN1 PACSIN2 PACSIN3 PARD6A PARK7 PARL PASK PAX8 PCK2 PCLO PCM1 PCNT PCSK1 PCSK9 PDCD10 PDCD5 PDCD6IP PDE4B PDE4D PDE8B PDGFB PDGFRB PDPK1 PDX1 PDZK1 PEA15 PER1 PER2 PFKFB2 PFKL PFKM PFN2 PGAP1 PHB2 PICALM PICK1 PID1 PIK3CB PIK3CG PIK3R1 PIK3R2 PIM1 PIM3 PINK1 PIP4P2 PIRT PKD2 PKDCC PKIA PKIG PKP2 PLA2G10 PLA2G1B PLA2G3 PLA2G4A PLA2G4E PLA2G5 PLA2G6 PLA2R1 PLAA PLCB1 PLCG1 PLCG2 PLD1 PLD2 PLK3 PLN PLP1 PLPP4 PLSCR1 PLTP PML PNKD POFUT2 POMC PON1 POU4F2 PPARA PPARG PPFIA2 PPIA PPID PPIF PPM1A PPM1F PPP1CC PPP1R12A PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PPT1 PRAM1 PRAP1 PRELID1 PREPL PRKAA1 PRKACA PRKAG2 PRKAR1A PRKAR1B PRKCB PRKCD PRKCE PRKCG PRKCI PRKCZ PRKD1 PRKG1 PRKG2 PRKN PRL PRNP PROM2 PRR5L PRRT1 PRRT2 PRSS8 PRTN3 PSEN1 PSEN2 PSMD9 PTAFR PTCH1 PTEN PTGER3 PTGES PTGS2 PTH PTK2B PTPN1 PTPN11 PTPN14 PTPN23 PTPN3 PTPN6 PTPRC PTPRJ PTPRN PTPRN2 PTX3 PXK PYCARD RAB11A RAB11B RAB11FIP1 RAB11FIP3 RAB11FIP5 RAB12 RAB13 RAB15 RAB17 RAB21 RAB23 RAB25 RAB26 RAB27A RAB27B RAB29 RAB2B RAB31 RAB33B RAB3A RAB3B RAB3C RAB3D RAB3GAP1 RAB4A RAB4B RAB5A RAB5B RAB7A RAB8A RAB8B RAB9A RABGEF1 RAC1 RAC2 RACK1 RALA RAMP3 RAN RANGAP1 RANGRF RAP1A RAP1B RAP1BL RAP1GDS1 RAPGEF3 RAPGEF4 RASL10B RBM22 RBM4 RBP4 RCVRN RDX REEP2 REEP5 REEP6 RELN REM1 REN REST RETN RFX3 RFX6 RGCC RGS2 RGS4 RGS7 RHBDD3 RHBDF1 RHBDF2 RHOQ RHOU RIC1 RIMS1 RIMS2 RIMS3 RIMS4 RIN3 RINT1 RIOK2 RIPK1 RIPOR1 RIT2 RNASEL RNF139 RNF207 RNF31 ROCK1 RPH3A RPH3AL RPS6KB1 RSAD2 RSC1A1 RSPO1 RTN2 RUBCN RUFY1 RUFY2 RUFY3 RXRA RYR2 S100A10 S100A8 SAA1 SAE1 SAR1A SAR1B SARAF SCAMP5 SCARB1 SCFD1 SCG5 SCIN SCN10A SCN11A SCN1A SCN1B SCN2A SCN2B SCN3A SCN3B SCN4A SCN4B SCN5A SCN7A SCN8A SCN9A SCP2 SCRIB SCRN1 SCT SCYL2 SDC1 SDC4 SDCBP SDHD SEC16B SEC24A SEC24B SELE SELENOK SELENON SELENOS SELENOT SEMG1 SEPTIN1 SEPTIN2 SEPTIN4 SEPTIN5 SERGEF SERP1 SERPINE1 SERPINE2 SESTD1 SETD2 SFN SFRP1 SFRP4 SFTPD SGIP1 SGK1 SGK2 SH3GL3 SH3GLB1 SH3TC2 SHANK1 SHANK3 SHH SHISA6 SHISA7 SHISA8 SHISA9 SIAH3 SIDT2 SIK1 SIRPA SIRPB1 SIRPG SIRT1 SIRT3 SIRT4 SIRT6 SIRT7 SLAMF1 SLC10A1 SLC11A1 SLC12A2 SLC16A1 SLC17A7 SLC17A8 SLC18A3 SLC1A1 SLC1A2 SLC25A22 SLC25A27 SLC25A31 SLC25A4 SLC25A5 SLC25A6 SLC26A5 SLC26A6 SLC2A2 SLC30A1 SLC30A3 SLC30A6 SLC30A8 SLC31A2 SLC34A1 SLC35D3 SLC35F6 SLC38A1 SLC38A2 SLC38A3 SLC43A1 SLC43A2 SLC4A8 SLC51B SLC6A1 SLC6A4 SLC6A9 SLC7A11 SLC7A5 SLC8A1 SLC8B1 SLC9A1 SLC9B2 SLMAP SLN SMAD3 SMAD4 SMAP1 SMCR8 SMO SMPD1 SMPD3 SNAP25 SNAP91 SNAPIN SNCA SNCAIP SNCG SNF8 SNTA1 SNX12 SNX17 SNX3 SNX33 SNX4 SNX6 SNX9 SOD1 SORBS1 SORL1 SOX11 SOX4 SP100 SPACA3 SPAG5 SPG11 SPHK1 SPHK2 SPI1 SPINK1 SPP1 SPTBN4 SPX SRC SREBF1 SREBF2 SRI SSTR4 SSTR5 STAC STAC2 STAC3 STAM STAP1 STC1 STC2 STIM1 STIM2 STIMATE STK11 STK39 STOM STON1 STON2 STRIT1 STX18 STX1A STX1B STX4 STXBP1 STXBP2 STXBP3 STXBP4 STXBP5 STXBP5L STXBP6 SUFU SUMO1 SUPT6H SURF4 SV2A SV2B SV2C SVIP SYBU SYK SYN1 SYNE1 SYNGR3 SYNJ2BP SYP SYT1 SYT10 SYT11 SYT12 SYT13 SYT15 SYT17 SYT2 SYT3 SYT4 SYT5 SYT6 SYT7 SYT8 SYT9 SYTL4 TACR1 TACR2 TAMALIN TARDBP TBC1D20 TBC1D4 TBC1D5 TCAF1 TCAF2 TCF7L2 TCIRG1 TENM1 TERT TESC TF TFAP2B TFF2 TFR2 TGFB1 TGFB2 TGFB3 TGM2 THBS1 THY1 TIAM1 TIFAB TLR2 TLR4 TLR9 TM7SF3 TM9SF4 TMBIM6 TMC1 TMC2 TMED10 TMEM102 TMEM109 TMEM132A TMEM14A TMEM30A TMEM30B TMEM37 TMEM38A TMEM38B TMEM53 TMF1 TMSB4X TNF TNFRSF11A TNFRSF1A TNFRSF1B TNFSF11 TNK2 TNNC1 TOMM7 TOMM70 TOR1A TPCN1 TPCN2 TPR TRAT1 TRDN TREM2 TRH TRIAP1 TRIB3 TRIM27 TRIM28 TRIM46 TRIM58 TRPC1 TRPC3 TRPC6 TRPM4 TRPM5 TRPV2 TRPV3 TRPV6 TSC2 TSG101 TSPAN13 TSPO TTC21B TTC39B TTN TUB TULP1 TUNAR TXN UBAC2 UBASH3B UBE2D3 UBE2G2 UBE2J1 UBE2J2 UBE2L3 UBL4B UBL5 UBQLN1 UBQLN2 UBR3 UBR5 UCN UCN3 UCP2 UFM1 UHMK1 UMOD UNC119 UNC13B UNC13D UQCC2 USH1G USP17L2 USP36 USP6 USP7 UTRN VAC14 VAMP2 VAMP3 VAMP4 VAMP7 VAMP8 VDAC1 VEGFA VEGFC VIP VMP1 VPS11 VPS18 VPS28 VPS35 VPS4A VPS4B VSNL1 VTN WASL WDR41 WDR44 WDR54 WFS1 WLS WNK1 WNK2 WNK3 WNK4 WNT3A WNT5A WNT7A WWC1 WWP2 XBP1 XCL1 XPO1 XPO4 YES1 YIPF5 YJEFN3 YOD1 YRDC YWHAE YWHAH YWHAQ ZBED6 ZC3H12A ZDHHC2 ZDHHC8 ZFAND1 ZFYVE16 ZIC1 ZNF205 ZP3 ZPR1 GOBP_REGULATION_OF_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_TRANSPORTER_ACTIVITY ABCB1 ACE2 ACTB ACTN2 ACTN4 ADIPOQ ADRA2A ADRB2 AHCYL1 AHNAK AKAP6 AKAP9 ALG10B ANK2 ANK3 ANO9 ANTKMT APOA2 APP ARC ATP1A2 ATP1B1 ATP1B2 ATP1B3 ATP2A1 ATPSCKMT BCL2 CAB39 CABP1 CABP2 CABP4 CABP5 CACNA1D CACNA2D1 CACNB1 CACNB2 CACNB3 CACNB4 CACNG2 CACNG3 CACNG4 CACNG5 CACNG7 CACNG8 CALM1 CALM2 CALM3 CAMK2D CAPN1 CASQ1 CASQ2 CAV1 CAV3 CBARP CCL2 CCR2 CFTR CHP1 CHP2 CHRM3 CLIC2 CLTRN CNIH2 CNIH3 COA8 COX17 CRACR2A CRH CRHBP CRHR1 CTSS CTTNBP2NL DAPK1 DLG1 DLG4 DMD DRD2 DRD3 DRD4 EDN1 EDNRA EPHB2 EPO FGF11 FGF12 FGF13 FGF14 FHL1 FKBP1A FKBP1B FKBP1C FMR1 FXYD1 FXYD2 FXYD3 FXYD4 FXYD5 FXYD6 FXYD6P3 FXYD7 GAL GALR2 GLRX GNB5 GOPC GPD1L GPR35 GRM5 GRP GSG1L GSTM2 GSTO1 HAP1 HECW1 HECW2 HOMER1 HPCA HRC HTT IFNG INS ITGB1 JPH1 JPH2 JPH3 JPH4 JSRP1 KCNAB1 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNG1 KCNIP2 KCNRG KCNS1 KCNS2 KCTD7 LRRC26 LRRC38 LRRC52 LRRC55 MAPK8IP2 MEF2C MINK1 MIR1-1 MIR103A1 MIR128-1 MIR129-1 MIR133A1 MIR133B MIR153-1 MIR17 MIR185 MIR186 MIR192 MIR200C MIR208A MIR208B MIR212 MIR24-1 MIR26A1 MIR29B1 MIR30C1 MIR30D MIR326 MIR33A MIR33B MIR34A MIR34B MIR448 MIR451A MIR495 MIR499A MIR508 MIR613 MIR873 MIR9-1 MIR93 MMP9 NDFIP1 NDFIP2 NDUFA4 NEDD4 NEDD4L NETO1 NIPSNAP2 NLGN1 NLGN2 NLGN3 NOS1 NOS1AP NPPA NR1H3 OPRM1 OSR1 OXSR1 P2RY6 PCSK9 PDE4B PDE4D PDZK1 PHB2 PIM1 PIRT PKD2 PLN PON1 PPARG PPIF PRKACA PRKCD PRKCE PRNP PRRT1 PTK2B PTPN3 RANGRF RELN RIPK1 RNF207 RXRA RYR2 SCN1B SCN2B SCN3B SCN4B SELENON SGK1 SGK2 SHANK1 SHANK3 SHISA6 SHISA7 SHISA8 SHISA9 SLC6A9 SLC9A1 SLMAP SLN SNCA SPHK2 SRI STAC STAC2 STAC3 STIM1 STIM2 STIMATE STK39 STRIT1 SUMO1 SYNGR3 TCAF1 TCAF2 TESC TLR9 TMSB4X TRDN TREM2 TRPC6 UBQLN1 UTRN VAMP2 VMP1 WNK2 WNK3 WWP2 YWHAE YWHAH GOBP_REGULATION_OF_TRANS_SYNAPTIC_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_TRANS_SYNAPTIC_SIGNALING ABHD6 ABL1 ABR ACE ACHE ACP4 ADCY1 ADCY8 ADGRB1 ADIPOQ ADNP ADORA1 ADORA2A ADORA2B ADORA3 ADRA1A ADRA2A ADRB2 AGER AKAP12 AKAP5 AKAP7 ANAPC2 APBA1 APBA2 APOE APP ARC ARF1 ARHGAP44 ARRB2 ASIC1 ATAD1 ATF4 ATP1A2 ATP2A2 BACE1 BAIAP2 BAIAP3 BCHE BCR BDNF BEGAIN BGLAP BRAF BRSK1 BTBD9 CA2 CA7 CACNA1A CACNA1B CACNB4 CACNG2 CACNG3 CACNG4 CACNG5 CACNG7 CACNG8 CALB1 CALB2 CAMK2A CAMK2B CAMKV CASK CBLN1 CBLN2 CCL2 CCR2 CD38 CDC20 CDH1 CDH11 CDH2 CDK5 CDKL5 CELF4 CHMP2B CHRDL1 CHRM1 CHRM2 CHRNA3 CHRNA5 CHRNA6 CHRNA7 CHRNB2 CHRNB3 CHRNB4 CLN3 CLSTN1 CLSTN2 CLSTN3 CNR1 CNR2 CNTN2 CNTN4 CNTNAP4 CPEB3 CPLX1 CPLX2 CPLX3 CPLX4 CRHR2 CSPG5 CUX2 CX3CL1 CX3CR1 CYFIP1 CYP46A1 DAG1 DBN1 DCC DGKE DGKI DGKZ DISC1 DKK1 DLG4 DLGAP1 DLGAP2 DLGAP3 DLGAP4 DMPK DNM1 DRD1 DRD2 DRD3 DRD5 DTNBP1 DVL1 DYSF EDN1 EFNB3 EGR2 EIF2AK4 EIF4A3 EIF4E EIF4EBP2 EPHA4 EPHA7 EPHB1 EPHB2 ERC1 ERC2 F2R FABP5 FAM107A FBXL20 FBXO2 FBXO45 FER1L4 FER1L5 FLOT1 FMR1 FRRS1L FXR1 FYN GABBR1 GABRR1 GFAP GHRL GHSR GIP GIPC1 GIT1 GNAI2 GPER1 GPR158 GRIA1 GRIA2 GRIA3 GRIA4 GRID1 GRID2 GRID2IP GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B GRM1 GRM2 GRM3 GRM4 GRM5 GRM6 GRM7 GRM8 GSK3B GUCY1A1 GUCY1B1 HAP1 HCRT HDAC6 HIP1 HMGCR HOMER1 HRAS HRH1 HTR1B HTR2A IGSF11 IL1B INA INS IQSEC2 ITGB1 ITPKA ITPR3 JAK2 JPH3 JPH4 KAT2A KCNB1 KCNJ10 KCNMB4 KCNQ3 KCTD13 KIF5B KISS1 KIT KMO KMT2A KRAS LAMA2 LARGE1 LGI1 LGMN LILRB2 LRFN2 LRP8 LRRC4 LRRC4C LRRK2 LRRTM1 LRRTM2 LZTS1 MAP1A MAP1B MAPK1 MAPK3 MAPK8IP2 MAPK9 MAPT MCTP1 MCTP2 MECP2 MEF2C MIR142 MIR30B MIR320A MIR320B1 MIR320B2 MIR320C1 MIR320C2 MIR320D1 MIR320D2 MIR320E MIR324 MIR337 MIR342 MIR421 MIR433 MIR541 MIR545 MIR95 MME MPP2 MTMR2 MYOF NALCN NCDN NCSTN NEFH NEFL NETO1 NEURL1 NEUROD2 NF1 NFATC4 NGDN NGF NGFR NLGN1 NLGN2 NLGN3 NLGN4X NLGN4Y NMU NOG NPAS4 NPS NPTN NPY5R NR2E1 NRG3 NRXN1 NSG1 NSMF NTF3 NTF4 NTNG1 NTNG2 NTRK1 NTRK2 OPHN1 OTOF OXTR P2RX1 P2RX3 P2RY1 P2RY4 PACSIN2 PAFAH1B1 PAIP2 PCDH17 PCDH8 PDE9A PFN1 PFN2 PHF24 PICK1 PINK1 PLAT PLCB1 PLCG1 PLCL1 PLCL2 PLK2 PLPPR4 PNKD PPFIA2 PPFIA3 PPP1R9A PPP3CA PPP3CB PPP3R1 PREPL PRKACA PRKAR1B PRKAR2B PRKCB PRKCE PRKCG PRKCZ PRKN PRNP PRRT1 PRRT2 PSEN1 PTEN PTGS2 PTK2B PTN PTPRA PTPRD PTPRS PXK RAB3A RAB3GAP1 RAB5A RAB8A RAP1A RAP1B RAP1BL RAPGEF2 RAPSN RARA RASGRF1 RASGRF2 RELN RETN RGS14 RGS4 RIMS1 RIMS2 RIMS3 RIMS4 RNF167 RNF19A ROR2 RPS6KB1 RTN4 S100B S1PR2 SCGN SCT SCTR SEPTIN5 SERPINE2 SHANK1 SHANK2 SHANK3 SHISA6 SHISA7 SHISA8 SHISA9 SIPA1L1 SLC12A2 SLC18A3 SLC1A1 SLC1A3 SLC24A1 SLC24A2 SLC30A1 SLC38A1 SLC38A2 SLC4A10 SLC4A8 SLC6A1 SLC6A4 SLC6A6 SLC6A9 SLC7A10 SLC7A11 SLC8A2 SLC8A3 SNAP25 SNAPIN SNCA SNCAIP SNCG SNX14 SORCS2 SORCS3 SQSTM1 SRF SRGN SSH1 STAU1 STAU2 STX1A STX1B STX3 STX4 STXBP1 STXBP5 SV2B SV2C SYAP1 SYBU SYN1 SYN3 SYNE1 SYNGAP1 SYNGR1 SYP SYT1 SYT11 SYT12 SYT4 SYT7 TACR1 TACR2 TBC1D24 TMEM108 TMEM25 TNF TNR TPRG1L TRIO TSHZ3 TUBB2B TYROBP UBE3A UCN UNC13A UNC13C USP46 USP8 VAMP2 VGF VPS18 VPS35 WNT3A WNT5A WNT7A YTHDF1 YWHAG YWHAH ZDHHC12 ZDHHC2 ZDHHC3 ZMYND8 GOBP_REGULATION_OF_TRIGLYCERIDE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_TRIGLYCERIDE_BIOSYNTHETIC_PROCESS C3 CNEP1R1 CTDNEP1 FBXW7 FITM2 GPLD1 KAT5 LDLR MFSD2A MIR29B1 MIR30C1 MIR548P NR1H2 NR1H3 PLIN5 RGN SCARB1 SIK1 SIRT1 SLC27A1 SREBF1 THRSP GOBP_REGULATION_OF_TRIGLYCERIDE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_TRIGLYCERIDE_CATABOLIC_PROCESS AADAC ABHD5 APOA4 APOA5 APOC2 APOC3 DAGLB FGF21 GPLD1 PIK3CG PLIN5 PNPLA2 SORL1 GOBP_REGULATION_OF_TRIGLYCERIDE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_TRIGLYCERIDE_METABOLIC_PROCESS AADAC ABHD5 APOA4 APOA5 APOBEC1 APOC2 APOC3 APOE ATG14 C3 CIDEB CIDEC CNEP1R1 CTDNEP1 DAGLB FBXW7 FGF21 FITM2 GNB3 GPLD1 KAT5 LDLR MBOAT7 MFSD2A MIR192 MIR29B1 MIR30C1 MIR548P NR1H2 NR1H3 PANK2 PIK3CG PLIN5 PNPLA2 RGN SCARB1 SERPINA12 SIK1 SIRT1 SLC27A1 SORL1 SREBF1 TBL1XR1 THRSP GOBP_REGULATION_OF_TUBE_SIZE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_TUBE_SIZE ABL1 ACE ACE2 ACTA2 ADCY6 ADD3 ADM ADORA1 ADORA2A ADORA2B ADRA1A ADRA1B ADRA1D ADRA2A ADRA2B ADRA2C ADRB1 ADRB2 ADRB3 AGT AGTR1 AGTR2 APOE ARHGAP42 ASIC2 ATG5 ATP1A2 ATP2B1 AVP AVPR1A AVPR1B AVPR2 BBS2 BDKRB2 BMPR2 CALCA CASR CAV1 CBS CD38 CHRM3 COMP CPS1 CRP CYSLTR1 DBH DOCK4 DOCK5 DRD1 DRD5 ECE1 EDN1 EDN2 EDN3 EDNRA EDNRB ENSG00000274276 EXT1 EXT2 F2R F2RL1 FAAH FGA FGB FGG FOXC1 FOXC2 GCH1 GCLC GCLM GJA5 GPER1 GPX1 GRIP2 GUCY1A1 HBB HRH1 HRH2 HTR1A HTR1B HTR1D HTR2A HTR2B HTR7 INS ITGA1 ITGB1BP1 KAT2B KCNA5 KCNJ8 KCNMA1 KCNMB1 KCNMB2 KCNMB4 KEL KLF2 KNG1 LEP MIR153-1 MIR21 MIR92A1 MKKS MMP2 MTNR1B NOS1 NOS3 NPPA NPPB NPPC NPR1 NTS OXTR P2RX1 P2RY1 P2RY2 PER2 PIK3C2A PLOD3 PRKG1 PTGS2 RAP1GDS1 RGS2 RHOA ROCK1 ROCK2 SCNN1B SCPEP1 SERPINF2 SLC6A4 SLC8A1 SMTNL1 SNTA1 SOD1 SOD2 SOD3 TACR1 TBXA2R TBXAS1 TNF TRPM4 UCN UTS2 UTS2B UTS2R VSTM4 WNT9B ZDHHC21 GOBP_REGULATION_OF_TUMOR_NECROSIS_FACTOR_MEDIATED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_TUMOR_NECROSIS_FACTOR_MEDIATED_SIGNALING_PATHWAY ADAM17 ADIPOQ APOA1 BIRC7 CARD16 CARD8 CASP1 CASP4 CASP8 CCDC3 CPNE1 CYLD F2RL1 GAS6 GPS2 GSTP1 H2BC11 HIPK1 HSPA1A HSPA1B IKBKB LAPTM5 MAPKAPK2 MIB2 MIR1246 MIR152 MIR24-1 MIR27B MMP8 NAIP NKIRAS1 NKIRAS2 NLRP2B NR1H4 OTULIN PELI3 PIAS4 PPP2CB PRKN PTPN2 PYCARD PYDC1 PYDC2 RFFL RIPK1 SHARPIN SPATA2 SPHK1 SPPL2A SPPL2B SYK TNFAIP3 TNFRSF1A TRAF2 TRAIP TRIM32 UBE2K ULK1 XIAP ZNF675 GOBP_REGULATION_OF_TYPE_2_IMMUNE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_TYPE_2_IMMUNE_RESPONSE ANXA1 ARG1 ARG2 ASCL2 BCL6 CCR2 CD74 CD81 CD86 DENND1B ECM1 GATA3 HLX IDO1 IFNA2 IFNB1 IFNL1 IL18 IL27RA IL33 IL4 IL4R IL6 NDFIP1 NLRP3 NOD2 PRKCZ RARA RSAD2 SOCS5 STAT6 TBX21 TNFSF4 XCL1 GOBP_REGULATION_OF_TYPE_B_PANCREATIC_CELL_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_TYPE_B_PANCREATIC_CELL_DEVELOPMENT AKT1 BAD BMAL1 CLOCK GSK3A GSK3B NKX6-1 RFX3 RHEB GOBP_REGULATION_OF_TYPE_B_PANCREATIC_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_TYPE_B_PANCREATIC_CELL_PROLIFERATION CDK4 FMC1 IRS2 NR1D1 NR4A1 NR4A3 NUPR1 PDX1 PHOX2B PTPRN SFRP1 SGPP2 WDR13 WNT3A GOBP_REGULATION_OF_TYPE_I_INTERFERON_MEDIATED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_TYPE_I_INTERFERON_MEDIATED_SIGNALING_PATHWAY ADAR CACTIN CDC37 CNOT7 DCST1 EIF4E2 FADD GIGYF2 IKBKE IRF3 IRF7 ISG15 LSM14A MAVS METTL3 MIR21 MMP12 MUL1 NLRC5 OAS1 OAS3 PTPN1 PTPN11 PTPN2 PTPN6 RBM47 RNF185 SAMHD1 STAT2 STING1 TBK1 TREX1 TRIM41 TRIM56 TRIM6 TTLL12 UBE2K USP18 USP27X USP29 WNT5A YTHDF2 YTHDF3 ZBP1 GOBP_REGULATION_OF_T_CELL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_T_CELL_ACTIVATION ABL1 ABL2 ACTB ACTL6A ACTL6B ADA ADAM8 ADORA2A AGER AIF1 AKT1 AMBRA1 ANXA1 AP3B1 AP3D1 ARG1 ARG2 ARID1A ARID1B ARID2 ASCL2 B2M BAD BATF BCL10 BCL6 BID BMI1 BMP4 BRAF BRD7 BTN2A2 CAMK4 CARD11 CASP3 CAV1 CBFB CBLB CCDC88B CCL19 CCL2 CCL21 CCL5 CCR2 CCR7 CD160 CD1D CD2 CD209 CD24 CD27 CD274 CD276 CD28 CD300A CD3E CD4 CD40LG CD46 CD47 CD5 CD55 CD6 CD70 CD74 CD80 CD81 CD83 CD86 CEACAM1 CEBPB CGAS CLC CLEC4G CLECL1P CLPTM1 CORO1A CR1 CRTAM CSK CTLA4 CTNNB1 CTSG CYP26B1 CYRIB DAPL1 DHPS DLG1 DLG5 DNAJA3 DOCK8 DPP4 DROSHA DTX1 DUSP10 DUSP22 DUSP3 EBI3 EFNB1 EFNB2 EFNB3 EGR3 EPO ERBB2 FADD FANCA FANCD2 FCGR2B FCHO1 FGL1 FGL2 FLOT2 FOXJ1 FOXN1 FOXO3 FOXP3 FYN GATA3 GLI2 GLI3 GLMN GPAM GPNMB HAVCR2 HES1 HFE HHLA2 HLA-A HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-G HLX HMGB1 HSPD1 HSPH1 ICOS ICOSLG IDO1 IFNA2 IFNB1 IFNG IFNL1 IGF1 IGF2 IGFBP2 IHH IL10 IL12A IL12B IL12RB1 IL15 IL18 IL1A IL1B IL1RL2 IL2 IL20RB IL21 IL23A IL23R IL27 IL2RA IL2RG IL36B IL4 IL4I1 IL4R IL6 IL6ST IL7 IL7R ILDR2 IRF1 IRF4 ITCH ITPKB JAK2 JAK3 JUNB KAT2A KAT5 KITLG KLHL25 KLRC4-KLRK1 KLRK1 LAG3 LAPTM5 LAT LAX1 LCK LEF1 LEP LGALS1 LGALS3 LGALS9 LGALS9B LGALS9C LILRB1 LILRB2 LILRB4 LMO1 LOXL3 LRRC32 LYN MAD1L1 MALT1 MAP3K8 MAPK8IP1 MARCHF7 MDK METTL3 MIR181C MIR21 MIR27A MIR30B MTOR NCK1 NCK2 NCKAP1L NDFIP1 NFKBID NFKBIZ NKAP NLRP3 NOD2 NRARP PAG1 PAWR PBRM1 PCK1 PDCD1LG2 PDE5A PDPK1 PELI1 PHF10 PIK3CA PIK3R6 PLA2G2A PLA2G2D PLA2G2E PLA2G2F PLA2G5 PNP PPP3CA PRDM1 PRDX2 PRELID1 PRKAR1A PRKCQ PRKCZ PRNP PSG9 PTPN11 PTPN2 PTPN22 PTPN6 PTPRC PYCARD RAC2 RAG1 RAG2 RARA RASAL3 RASGRP1 RC3H1 RC3H2 RHOA RHOH RIPK2 RIPK3 RIPOR2 RPS3 RUNX1 RUNX3 SART1 SASH3 SCGB1A1 SCRIB SDC4 SELENOK SFTPD SH3RF1 SHB SHH SIRPA SIRPB1 SIRPG SIT1 SLAMF1 SLC46A2 SLC4A2 SLC7A1 SMAD7 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SOCS1 SOCS5 SOCS6 SOD1 SOS1 SOS2 SOX12 SOX13 SOX4 SPINK5 SPN SPTA1 SRC STAT5B SYK TARM1 TBX21 TCF7 TESPA1 TFRC TGFBR2 THY1 TIGIT TMEM131L TMIGD2 TNFAIP8L2 TNFRSF13C TNFRSF14 TNFRSF1B TNFRSF21 TNFRSF9 TNFSF11 TNFSF13B TNFSF14 TNFSF18 TNFSF4 TNFSF8 TNFSF9 TOX TRAF6 TREX1 TSPAN32 TWSG1 TYK2 VAV1 VCAM1 VNN1 VSIG4 VSIR VTCN1 WNT10B XBP1 XCL1 YES1 ZAP70 ZBTB1 ZBTB16 ZBTB7B ZC3H12A ZC3H8 ZEB1 ZMIZ1 ZNF683 ZP3 ZP4 GOBP_REGULATION_OF_T_CELL_ACTIVATION_VIA_T_CELL_RECEPTOR_CONTACT_WITH_ANTIGEN_BOUND_TO_MHC_MOLECULE_ON_ANTIGEN_PRESENTING_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_T_CELL_ACTIVATION_VIA_T_CELL_RECEPTOR_CONTACT_WITH_ANTIGEN_BOUND_TO_MHC_MOLECULE_ON_ANTIGEN_PRESENTING_CELL CD81 HAVCR2 HLA-DMB LGALS3 LGALS9 LILRB1 GOBP_REGULATION_OF_T_CELL_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_T_CELL_APOPTOTIC_PROCESS ADA ADAM8 ARG2 BCL11B BCL2 BCL2L11 BCL3 BMP4 CCL5 CD27 CD274 DOCK8 EFNA1 FADD GIMAP8 GPAM HIF1A IDO1 IL7R JAK3 KIFAP3 LGALS16 LGALS3 LGALS9 P2RX7 PDCD1 PIP PRELID1 PRKCQ PRKD2 PTCRA RAG1 RIPK3 SLC46A2 ST3GAL1 TP53 TSC22D3 VHL WNT5A ZC3H8 GOBP_REGULATION_OF_T_CELL_CHEMOTAXIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_T_CELL_CHEMOTAXIS ADAM10 ADAM17 CCL21 CCL5 CCR2 CXCL10 CXCL13 OXSR1 S100A7 STK39 TMEM102 TNFSF14 WNK1 WNT5A XCL1 XCL2 GOBP_REGULATION_OF_T_CELL_COSTIMULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_T_CELL_COSTIMULATION CCR7 CD160 LILRB2 LILRB4 TNFSF4 GOBP_REGULATION_OF_T_CELL_DIFFERENTIATION_IN_THYMUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_T_CELL_DIFFERENTIATION_IN_THYMUS ADA ADAM8 BMP4 CAMK4 CLEC4G CLPTM1 EGR3 ERBB2 FOXJ1 FOXN1 GLI2 IHH IL2RG IL7R PTPN2 RAG2 RASGRP1 SHH SOD1 SOS1 SOS2 TESPA1 TMEM131L TOX VNN1 ZC3H8 ZEB1 GOBP_REGULATION_OF_T_CELL_EXTRAVASATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_T_CELL_EXTRAVASATION CCR2 CD99L2 FADD IL27RA RIPK3 GOBP_REGULATION_OF_T_CELL_MEDIATED_CYTOTOXICITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_T_CELL_MEDIATED_CYTOTOXICITY AGER B2M CD1A CD1B CD1C CD1D CD1E CEACAM1 CYRIB FADD FCGR2B HFE HLA-A HLA-B HLA-C HLA-DRA HLA-DRB1 HLA-E HLA-F HLA-G HLA-H IL12A IL12B IL12RB1 IL23A IL23R IL7R KLRC1 KLRD1 LILRB1 MICA MICB MR1 NCKAP1L NECTIN2 P2RX7 PPP3CB PTPRC PVR RAET1E RAET1G RAET1L RIPK3 SLC22A13 STX7 TAP2 ULBP1 ULBP2 ULBP3 XCL1 GOBP_REGULATION_OF_T_CELL_MEDIATED_IMMUNE_RESPONSE_TO_TUMOR_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_T_CELL_MEDIATED_IMMUNE_RESPONSE_TO_TUMOR_CELL AHR FBXO38 HLA-DRB1 HLA-DRB3 HMGB1 HSPD1 IL4I1 MR1 SLC22A13 GOBP_REGULATION_OF_T_CELL_MEDIATED_IMMUNITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_T_CELL_MEDIATED_IMMUNITY AGER AHR ARG1 ARID5A B2M CCR2 CD1A CD1B CD1C CD1D CD1E CD55 CD80 CD81 CEACAM1 CLC CLEC4G CYRIB DENND1B DUSP22 FADD FBXO38 FCGR2B FOXP3 FUT7 FZD5 GATA3 HFE HLA-A HLA-B HLA-C HLA-DRA HLA-DRB1 HLA-DRB3 HLA-E HLA-F HLA-G HLA-H HMGB1 HSPD1 IFNA2 IFNB1 IL12A IL12B IL12RB1 IL18 IL18R1 IL1B IL1R1 IL20RB IL23A IL23R IL4 IL4I1 IL6 IL7R KLRC1 KLRD1 LILRB1 LILRB4 MALT1 MAP3K7 MICA MICB MR1 NCKAP1L NECTIN2 NLRP3 NOD2 P2RX7 PPP3CB PRKCZ PTPRC PVR RAET1E RAET1G RAET1L RIPK3 RSAD2 SASH3 SLAMF1 SLC22A13 SMAD7 SPN STX7 TAP2 TBX21 TNFRSF1B TNFSF4 TRAF2 TRAF6 TRPM4 ULBP1 ULBP2 ULBP3 WAS XCL1 ZBTB1 ZP3 GOBP_REGULATION_OF_T_CELL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_T_CELL_MIGRATION ABL1 ABL2 ADAM10 ADAM17 ADAM8 AIF1 AIRE APOD APP ASCL2 CCL20 CCL21 CCL5 CCR2 CCR6 CD200 CD200R1 CD99L2 CORO1A CRK CRKL CXCL10 CXCL12 CXCL13 DOCK8 ECM1 FADD GPR15LG IL27RA ITGA4 ITGB3 LRCH1 OXSR1 PYCARD RHOA RIPK3 RIPOR2 S100A7 SELENOK SPN SPNS2 STK39 TMEM102 TNFRSF14 TNFSF14 WNK1 WNT5A XCL1 XCL2 GOBP_REGULATION_OF_T_CELL_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_T_CELL_RECEPTOR_SIGNALING_PATHWAY ADA BCL10 BTN2A2 CARD11 CBLB CCR7 CD160 CD226 CD300A CD81 CEACAM1 DGKZ DUSP22 DUSP3 ELF1 EZR GBP1 IKBKG KCNN4 LAPTM5 LCK LGALS3 LILRB4 LIPA MALT1 NECTIN2 PAWR PHPT1 PRKD2 PRNP PTPN2 PTPN22 PTPN6 PTPRJ PVRIG RAB29 RC3H1 RELA RPS3 SH2D1A SLA2 TESPA1 THY1 TRAT1 UBASH3A GOBP_REGULATION_OF_T_CIRCLE_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_T_CIRCLE_FORMATION ERCC1 RTEL1 SLX1A SLX1B SLX4 TERF2 XRCC5 GOBP_REGULATION_OF_T_HELPER_17_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_T_HELPER_17_CELL_DIFFERENTIATION ASCL2 BATF FOXP3 IL12B IL12RB1 IL2 IL23A IL23R IL4 JUNB LOXL3 MALT1 MIR21 NFKBID NFKBIZ RC3H1 RC3H2 SMAD7 TBX21 TNFSF18 ZBTB7B ZC3H12A GOBP_REGULATION_OF_T_HELPER_17_CELL_LINEAGE_COMMITMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_T_HELPER_17_CELL_LINEAGE_COMMITMENT IL12B IL12RB1 IL23A IL23R LOXL3 TBX21 TNFSF18 GOBP_REGULATION_OF_T_HELPER_17_TYPE_IMMUNE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_T_HELPER_17_TYPE_IMMUNE_RESPONSE ARID5A ASCL2 BATF CARD9 CLEC6A CLEC7A EPHB2 FOXP3 IL12B IL12RB1 IL2 IL23A IL23R IL27RA IL4 JAK2 JUNB LOXL3 MALT1 MIR21 NFKBID NFKBIZ NLRP10 PRKCQ RC3H1 RC3H2 SMAD7 TBX21 TNFSF18 TYK2 ZBTB7B ZC3H12A GOBP_REGULATION_OF_T_HELPER_1_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_T_HELPER_1_CELL_DIFFERENTIATION ANXA1 ASCL2 CCL19 CD80 HLX IL27 IL4R JAK3 RIPK2 SOCS5 TNFSF4 GOBP_REGULATION_OF_T_HELPER_1_TYPE_IMMUNE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_T_HELPER_1_TYPE_IMMUNE_RESPONSE ANXA1 ARID5A ASCL2 CCL19 CCR2 CD80 HAVCR2 HLX IL12B IL12RB1 IL18 IL18R1 IL1B IL1R1 IL1RL1 IL23A IL23R IL27 IL27RA IL33 IL4R JAK3 NLRP10 PLA2G4A RIPK2 SLAMF1 SLC11A1 SOCS5 TBX21 TNFSF4 XCL1 GOBP_REGULATION_OF_T_HELPER_2_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_T_HELPER_2_CELL_DIFFERENTIATION ANXA1 ASCL2 BCL6 CD86 HLX IL18 IL4R NLRP3 PRKCZ RARA SOCS5 TNFSF4 GOBP_REGULATION_OF_T_HELPER_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_T_HELPER_CELL_DIFFERENTIATION ANXA1 ASCL2 BATF BCL6 CCL19 CD80 CD86 FOXP3 GATA3 HLA-DRA HLA-DRB1 HLX IL12B IL12RB1 IL18 IL2 IL23A IL23R IL27 IL4 IL4R IRF4 JAK3 JUNB LOXL3 MALT1 MIR21 NFKBID NFKBIZ NLRP3 PRKCZ RARA RC3H1 RC3H2 RIPK2 SHB SMAD7 SOCS5 TBX21 TNFSF18 TNFSF4 ZBTB7B ZC3H12A GOBP_REGULATION_OF_UBIQUITIN_DEPENDENT_PROTEIN_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_UBIQUITIN_DEPENDENT_PROTEIN_CATABOLIC_PROCESS AGBL4 AGTPBP1 AKT1 ANKIB1 ARAF ARIH1 ARIH2 AURKA AXIN1 AXIN2 BAG2 BAG5 BAG6 BBS7 BCAP31 CAMLG CAV1 CAV3 CBFA2T3 CCAR2 CCDC22 CDC20 CDC20B CDK2 CDK5RAP3 CEBPA CHFR CLU COMMD1 COP1 CSNK1A1 CSNK1D CSNK1E CSNK2A1 CSNK2A2 DAB2 DDA1 DDRGK1 DESI1 DET1 DISC1 DNAJB2 DVL1 EGF EIF3H ELOB FBXO22 FBXW7 FBXW8 FHIT FOXF2 FZR1 GABARAP GBA1 GCLC GIPC1 GLMN GNA12 GSK3A GSK3B HECTD1 HERPUD1 HFE HIPK2 HSP90AB1 HSPA1A HSPA1B HSPBP1 IKBKG IL33 KEAP1 KLHL40 L3MBTL3 LAPTM5 LATS1 LRRK2 MAGEF1 MAP1A MAPK9 MDM2 MTM1 N4BP1 NFE2L2 NKD2 NOP53 NUB1 OGT PABIR1 PANO1 PARK7 PBK PDCL3 PHF20L1 PIAS1 PLK1 PLK3 PML PRICKLE1 PRKN PRMT6 PSEN1 PSMD10 PTEN PTK2 PTK2B PYHIN1 QRICH2 RACK1 RAD23A RAD23B RBX1 RCHY1 RFPL1 RNF139 RNF14 RNF144A RNF144B RNF180 RNF19A RNF19B RNF217 RPL11 RPL23 RPL5 RPS7 RYBP SGTA SH3RF1 SH3RF2 SH3RF3 SHH SIRT2 SIRT6 SMAD7 SMARCC1 SMURF1 SOCS4 SOCS5 STUB1 STYX SUFU SUMO1 SUMO2 SVIP TAF1 TAF9 TGFB1I1 TLK2 TMEM168 TRAF7 TRIB1 TRIB2 TRIB3 TRIM39 TRIM67 TTC36 UBE2K UBE3A UBQLN1 UBQLN2 UBQLN3 UBQLN4 UBXN1 UCHL5 UFL1 USP14 USP26 USP38 USP5 USP7 USP9X VCP WAC WNT1 WNT10B XPO1 ZER1 ZFAND2A ZNF418 ZYG11B GOBP_REGULATION_OF_UBIQUITIN_PROTEIN_LIGASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_UBIQUITIN_PROTEIN_LIGASE_ACTIVITY BAG2 BTRC CDC14B CDC20 FBXO5 FZR1 MAD2L1 MAD2L2 PLK1 PTEN RPL11 RPL23 RPL5 RPS7 SKP1 UBE2C UBE2S USP44 GOBP_REGULATION_OF_UBIQUITIN_PROTEIN_TRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_UBIQUITIN_PROTEIN_TRANSFERASE_ACTIVITY ABL1 ARRDC3 ARRDC4 BAG2 BAG5 BMI1 BTRC CDC14B CDC20 DTX3L FBXO5 FBXW7 FEM1A FEM1B FZR1 LIMK1 MAD2L1 MAD2L2 MAGEA2 MAGEA2B MAGEC2 PARK7 PIN1 PINK1 PLK1 PTEN RPL11 RPL23 RPL5 RPS2 RPS7 SKP1 SMAD7 TOPORS TRIB3 UBE2C UBE2L3 UBE2S USP44 GOBP_REGULATION_OF_UNSATURATED_FATTY_ACID_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_UNSATURATED_FATTY_ACID_BIOSYNTHETIC_PROCESS ABCD1 ABCD2 ANXA1 AVP AVPR1A CD74 FABP5 IL1B MIR132 MIR204 MIR766 PIBF1 PLA2G3 PTGS2 SIRT1 GOBP_REGULATION_OF_URINE_VOLUME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_URINE_VOLUME ADCY6 ADM ADORA2A AKR1B1 AVPR2 BTC DRD2 EDN1 EDNRB GNAI2 HAS2 HYAL2 INPP5K MLLT6 NPPB NPR1 NPR3 OPRL1 SLC4A1 TRPV5 UMOD GOBP_REGULATION_OF_VACUOLE_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_VACUOLE_ORGANIZATION ANXA2 ATG2A BECN1 C9orf72 EFNB1 EHMT2 ELAPOR1 EPHB2 FEZ1 FEZ2 FLCN FNIP1 GRN IFT20 IFT88 IRGM LAPTM4B LRRK2 LRSAM1 MCOLN1 MOAP1 MTM1 MTMR3 MTOR NUPR1 PHF23 PIKFYVE PINK1 PIP4K2A PIP4K2B PIP4K2C PPP3CB RAB1B RAB3GAP1 RAB3GAP2 RAB5A RALB RNF186 RNF5 SCARB2 SCFD1 SEC22B SH3GLB1 SMCR8 SNX18 SNX30 SNX4 SNX7 TBC1D12 TBC1D14 TMEM106B TMEM39A TREX1 UBQLN2 ULK1 WDR45 WIPI1 GOBP_REGULATION_OF_VASCULAR_ASSOCIATED_SMOOTH_MUSCLE_CELL_DEDIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_VASCULAR_ASSOCIATED_SMOOTH_MUSCLE_CELL_DEDIFFERENTIATION MIR145 MIR182 MIR214 MIR221 OLFM2 PDGFB GOBP_REGULATION_OF_VASCULAR_ASSOCIATED_SMOOTH_MUSCLE_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_VASCULAR_ASSOCIATED_SMOOTH_MUSCLE_CELL_DIFFERENTIATION CTH DNMT1 EFEMP2 ENG FGF9 GPER1 HEY2 KIT MIR1-1 MIR100 MIR125B1 MIR140 MIR145 MIR15B MIR18A MIR21 MIR221 MIR26A1 MIR424 NFATC1 NFATC2 NFATC3 PDCD4 PDGFB SOD2 GOBP_REGULATION_OF_VASCULAR_ASSOCIATED_SMOOTH_MUSCLE_CONTRACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_VASCULAR_ASSOCIATED_SMOOTH_MUSCLE_CONTRACTION ADRA2B ARHGAP42 ATP2B1 CHRM3 DOCK4 DOCK5 MIR21 P2RX1 RHOA ZDHHC21 GOBP_REGULATION_OF_VASCULAR_ENDOTHELIAL_GROWTH_FACTOR_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_VASCULAR_ENDOTHELIAL_GROWTH_FACTOR_RECEPTOR_SIGNALING_PATHWAY ARNT CADM4 DAB2IP DLL1 EMILIN1 EPN2 FGF10 FGF18 FGF9 FZD4 GRB10 HGS HHEX HIF1A IL1B ITGA5 ITGB3 MIR10A MIR10B MIR1224 MIR200C MIR296 MMRN2 MT3 NEDD4 NIBAN2 NRP1 PDCD6 PRKCB PRKD2 PTPN1 ROBO1 TMEM204 VEGFC VTN GOBP_REGULATION_OF_VASCULAR_PERMEABILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_VASCULAR_PERMEABILITY ABCC8 ADM ADORA2A AKAP12 ANGPT1 APOE ARHGAP35 AZU1 BCR BDKRB2 BMP6 C2CD4A C2CD4B CDH5 CEACAM1 CLDN5 CTNNBIP1 CXCR2 DDAH1 FERMT2 FGFBP3 GPR4 HRH1 MIR23A MYLK3 NPPB NPR1 OCLN PDE2A PDE3A PLEC PLVAP PTP4A3 PTPRJ RAMP2 SH3GL2 SLIT2 SRC TACR1 TACR2 TEK TGFB1 TJP1 TJP2 TJP3 TRPV4 UCN VEGFA YES1 ZEB2 GOBP_REGULATION_OF_VASCULAR_WOUND_HEALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_VASCULAR_WOUND_HEALING ALOX5 CXCR4 FOXC2 MIR1298 MIR200B MIR34A MIR451A SERPINE1 SLC12A2 SMOC2 TAFA5 TNF TNFAIP3 XBP1 GOBP_REGULATION_OF_VASCULATURE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_VASCULATURE_DEVELOPMENT ABCC8 ABL1 ACVRL1 ADAM10 ADAM12 ADAMTS1 ADAMTS9 ADGRA2 ADGRB1 ADGRB2 ADGRB3 ADM ADM2 AGGF1 AGO1 AGO2 AKT3 ALOX5 AMOT ANGPT2 ANGPT4 ANGPTL3 ANGPTL4 ANGPTL7 ANXA3 APELA APLNR APOH AQP1 ATF2 ATP2B4 BMPER BRCA1 BTG1 C3 C3AR1 C5AR1 CAMP CCBE1 CCL24 CCM2 CCN6 CCR2 CCR3 CD160 CD34 CD40 CDH5 CEACAM1 CELA1 CEMIP2 CHI3L1 CHRNA7 CLDN5 CMA1 CNMD COL4A2 COL4A3 CREB3L1 CTNNB1 CTSH CX3CR1 CXCL10 CXCL13 CXCL8 CXCR2 CXCR4 CYBB CYP1B1 CYSLTR1 DAB2IP DCN DDAH1 DLL1 E2F2 ECM1 ECSCR EFNA1 EFNA3 EGLN1 EMC10 EMILIN1 EMILIN2 EMP2 ENG EPHA1 EPHA2 EPN1 EPN2 ERAP1 ERBB2 ETS1 F3 FASLG FGF1 FGF16 FGF18 FGF2 FKBPL FLT1 FOXC1 FOXC2 FOXJ2 FOXO4 FUT1 GAB1 GADD45A GATA2 GATA4 GATA6 GDF2 GHRL GHSR GLUL GPNMB GPR4 GREM1 GRN GTF2I HGS HHEX HIF1A HIPK1 HIPK2 HK2 HLA-G HMGA2 HMOX1 HOXA5 HRG HSPB1 HSPB6 HSPG2 HTATIP2 HYAL1 IL10 IL17F IL1A IL1B IL6 ISL1 ISM1 ITGA5 ITGAX ITGB1 ITGB3 ITGB8 JAK1 JCAD JMJD8 JUP KDR KLF2 KLF4 KLK3 KRIT1 KRT1 LEP LRG1 MAPK7 MDK MECP2 MINAR1 MIR1-1 MIR106B MIR10A MIR1224 MIR125A MIR125B1 MIR126 MIR1298 MIR130A MIR132 MIR137 MIR138-1 MIR143 MIR145 MIR146A MIR15A MIR15B MIR16-1 MIR17 MIR181B1 MIR185 MIR18A MIR1908 MIR193A MIR199A1 MIR199B MIR19A MIR200B MIR205 MIR20A MIR20B MIR21 MIR210 MIR212 MIR214 MIR217 MIR221 MIR222 MIR223 MIR23A MIR24-1 MIR27B MIR29A MIR29C MIR30A MIR30B MIR30C1 MIR30E MIR31 MIR329-1 MIR34A MIR34B MIR34C MIR361 MIR375 MIR377 MIR378A MIR424 MIR451A MIR487B MIR492 MIR494 MIR495 MIR503 MIR505 MIR640 MIR885 MIR92A1 MIR939 MIR99B MIRLET7B MIRLET7G MTDH MYDGF NAXE NF1 NFE2L2 NIBAN2 NINJ1 NODAL NOS3 NPPB NPR1 NR2E1 NRP1 OR10J5 PAK4 PDCD10 PDCD6 PDCL3 PDE3B PDPK1 PF4 PGF PGK1 PIK3CB PIK3CD PIK3CG PIK3R6 PKM PLCG1 PLK2 PLXND1 PML PPARG PPP1R16B PRKCA PRKCB PRKD1 PRKD2 PRL PROK1 PTGIS PTK2B PTPRM RAMP2 RAPGEF3 RECK RGCC RHOB RHOJ RLN2 RNH1 ROCK1 ROCK2 RRAS RUNX1 S100A1 SARS1 SASH1 SEMA3E SEMA4A SEMA5A SEMA6A SERPINE1 SERPINF1 SFRP1 SFRP2 SIRT1 SIRT6 SLC12A2 SLC39A12 SMAD1 SMOC2 SP1 SP100 SPARC SPHK1 SPINK5 SPRED1 SPRY2 STAB1 STAT1 STAT3 STIM1 SULF1 SYNJ2BP TAFA5 TBXA2R TEK TERT TGFB2 TGFBR2 THBS1 THBS2 THBS4 TIE1 TJP1 TLR3 TMIGD2 TNF TNFAIP3 TNFSF12 TNMD TNN TSPAN12 TSPAN18 TWIST1 VASH1 VASH2 VEGFA VEGFB VEGFC VEGFD WARS1 WARS2 WNK1 WNT4 WNT5A XBP1 YJEFN3 ZC3H12A ZNF304 GOBP_REGULATION_OF_VASCULOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_VASCULOGENESIS ADM ASB4 CD34 CEACAM1 EMP2 HEY1 HEY2 HIF1AN KDR RAMP2 RAP1A RAPGEF2 RIN2 RRAS TMEM100 XDH GOBP_REGULATION_OF_VASOCONSTRICTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_VASOCONSTRICTION ABL1 ACE ACE2 ADD3 ADM ADRA1A ADRA1B ADRA1D ADRA2A ADRA2B ADRA2C AGT AGTR1 ARHGAP42 ASIC2 ATP1A2 ATP2B1 AVP AVPR1A AVPR1B AVPR2 BDKRB2 BMPR2 CASR CAV1 CD38 CHRM3 CYSLTR1 DBH DOCK4 DOCK5 ECE1 EDN1 EDN2 EDN3 F2R FAAH FGA FGB FGG GJA5 HRH1 HRH2 HTR1A HTR2A KCNA5 KCNMB2 KCNMB4 LEP MIR21 MMP2 MTNR1B OXTR P2RX1 PER2 PTGS2 RHOA SMTNL1 SNTA1 TACR1 TBXA2R TBXAS1 TRPM4 ZDHHC21 GOBP_REGULATION_OF_VENTRICULAR_CARDIAC_MUSCLE_CELL_ACTION_POTENTIAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_VENTRICULAR_CARDIAC_MUSCLE_CELL_ACTION_POTENTIAL BIN1 CACNA1C CAV1 CTNNA3 DLG1 DSC2 DSG2 DSP JUP PKP2 RYR2 TRPM4 GOBP_REGULATION_OF_VENTRICULAR_CARDIAC_MUSCLE_CELL_MEMBRANE_DEPOLARIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_VENTRICULAR_CARDIAC_MUSCLE_CELL_MEMBRANE_DEPOLARIZATION CAV3 GJA5 GPD1L MIR1-1 SCN3B SCN5A SMAD7 GOBP_REGULATION_OF_VENTRICULAR_CARDIAC_MUSCLE_CELL_MEMBRANE_REPOLARIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_VENTRICULAR_CARDIAC_MUSCLE_CELL_MEMBRANE_REPOLARIZATION AKAP9 ANK2 CACNA2D1 CAV3 GJA5 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNH2 KCNH6 KCNQ1 MIR1-1 MIR133A1 NOS1AP RNF207 SCN1B SCN4B SCN5A SNTA1 WDR1 ZMPSTE24 GOBP_REGULATION_OF_VERY_LOW_DENSITY_LIPOPROTEIN_PARTICLE_CLEARANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_VERY_LOW_DENSITY_LIPOPROTEIN_PARTICLE_CLEARANCE APOC1 APOC2 APOC3 LRPAP1 MIR379 GOBP_REGULATION_OF_VERY_LOW_DENSITY_LIPOPROTEIN_PARTICLE_REMODELING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_VERY_LOW_DENSITY_LIPOPROTEIN_PARTICLE_REMODELING APOA1 APOA2 APOA5 APOC2 APOC3 NR1H4 GOBP_REGULATION_OF_VESICLE_FUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_VESICLE_FUSION AKT2 ANKRD27 ANXA1 ANXA2 C2CD5 CORO1A CPLANE2 CPLX1 CPLX2 CPLX3 DOC2A DOC2B ERC2 GRIK5 PRRT2 RAB3A SLAMF1 SNCA SPHK1 STXBP1 SYT1 SYT4 SYT9 TBC1D4 GOBP_REGULATION_OF_VESICLE_MEDIATED_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_VESICLE_MEDIATED_TRANSPORT AAK1 ABCA13 ABCA2 ABCA7 ABL1 ABL2 ACSL3 ACTB ACTG1 ACTN2 ADGRE2 ADIPOQ ADORA2B ADRA2A AHI1 AHSG AKAP5 AKT2 ALOX15 ANGPT1 ANKFY1 ANKRD13A ANKRD13B ANKRD13D ANKRD27 ANO6 ANXA1 ANXA2 AP1G1 AP2A1 AP2M1 AP2S1 APELA APLN APOA1 APOA2 APOA5 APOC1 APOC2 APOC3 APOE APP APPL1 APPL2 ARC ARF1 ARF6 ARFGAP1 ARFIP1 ARHGAP1 ARHGAP44 ARHGAP8 ARHGDIA ARRB1 ARRB2 ATAD1 ATG3 ATG5 ATP13A2 ATP2A2 ATP2C1 ATP9A ATXN2 AXL AZU1 B2M BAIAP3 BCR BET1L BICD1 BIN1 BMP2K BRAF BSN BTBD9 BTK BVES C12orf4 C2 C2CD5 C3 C4A C4B CACNB4 CADPS CADPS2 CALR CALY CAMK1D CASK CAV1 CAV3 CBARP CBL CBLL1 CCDC32 CCL19 CCL2 CCL21 CCR2 CD14 CD151 CD177 CD22 CD300A CD300LF CD36 CD47 CD63 CD84 CDC42 CDH13 CDK5 CDK5R1 CDK5R2 CEACAM1 CFP CFTR CHMP2A CHMP3 CHMP6 CLASP1 CLASP2 CLEC7A CLIP3 CLN3 CLU CNN2 CNST COLEC10 COLEC11 CORO1A CPLANE2 CPLX1 CPLX2 CPLX3 CSK CSPG5 CYBA DAB2 DENND10 DGKD DGKQ DKK1 DLG4 DLL1 DNAJC13 DNAJC5 DNAJC6 DOC2A DOC2B DOCK2 DRD2 DRD4 DTNBP1 DVL1 DYNC1LI1 DYSF EEF2K EFNB2 EGF EHD1 EHD2 EHD4 EIPR1 EPHA3 ERC2 EXPH5 EZR F2RL1 FBXL20 FBXO45 FCER1G FCGR1A FCGR2B FCN1 FCN2 FCN3 FER FES FGA FGB FGG FGR FLOT1 FMR1 FOXF1 FPR2 GAB2 GAS1 GAS6 GATA1 GATA2 GH1 GIT1 GNAI2 GPC3 GREM1 GRIK5 GRIPAP1 GSG1L H1-1 HAP1 HCK HFE HGS HIP1 HIP1R HLA-F HMGB1 HNRNPK HPCA HTR1B HYAL3 IFNG IL13 IL13RA2 IL15 IL15RA IL1B IL1RAPL1 IL2RB IL2RG IL4 IL4R INPP5F INSR ITGA2 ITGAM ITGAV ITGB2 ITGB3 KCNB1 KLRC2 LAMP1 LDLRAP1 LETMD1 LGALS3 LGALS9 LGI3 LILRB1 LMAN2 LPAR1 LRP1 LRPAP1 LRRK2 LRRTM1 LRRTM2 LRSAM1 LYAR LYN LYPLA1 LYSET MAGI2 MAP2K1 MAP2K2 MAPK1 MAPK3 MBL2 MBTPS1 MCTP1 MERTK MIB1 MICAL1 MIR17 MIR181B1 MIR183 MIR185 MIR199A1 MIR205 MIR20A MIR27A MIR27B MIR92B MKLN1 MSN MTMR2 MYO18A NCKAP1L NDRG4 NECAB2 NEDD4L NEU3 NF2 NLGN1 NOD2 NOTCH1 NR1H2 NR1H3 NRP1 NSF NTF3 NUMB OPHN1 P2RX1 P2RY1 P2RY4 PACSIN1 PACSIN2 PACSIN3 PCLO PCSK9 PDCD6IP PDPK1 PFN2 PGAP1 PICALM PICK1 PIK3CB PIP4P2 PKDCC PLA2G3 PLA2G4E PLA2G5 PLCG2 PLD1 PLD2 PLSCR1 PPFIA2 PPP3CA PPP3CB PPP3CC PPP3R1 PPT1 PRAM1 PREPL PRKAA1 PRKAR1B PRKCB PRKCG PRKD1 PRKN PROM2 PRRT2 PRTN3 PSEN1 PTAFR PTPN1 PTPN23 PTPRC PTPRJ PTX3 PYCARD RAB11A RAB11B RAB11FIP3 RAB12 RAB13 RAB15 RAB17 RAB21 RAB25 RAB26 RAB27A RAB27B RAB29 RAB2B RAB31 RAB33B RAB3A RAB3B RAB3C RAB3D RAB3GAP1 RAB4A RAB4B RAB5A RAB5B RAB7A RAB8A RAB8B RAB9A RABGEF1 RAC1 RAC2 RACK1 RALA RAP1A RAP1B RAP1BL RAPGEF4 RDX REST RIMS1 RIMS2 RIMS3 RIMS4 RIN3 RINT1 RIT2 RNF139 ROCK1 RPH3A RPH3AL RSC1A1 RSPO1 RUBCN RUFY1 RUFY2 S100A10 SCAMP5 SCARB1 SCFD1 SCRIB SCRN1 SCYL2 SDC1 SDC4 SDCBP SELE SEPTIN1 SEPTIN2 SEPTIN4 SEPTIN5 SERPINE1 SFRP4 SFTPD SGIP1 SH3GL3 SIRPA SIRPB1 SIRPG SLAMF1 SLC11A1 SLC17A7 SLC30A8 SLC4A8 SMAP1 SMCR8 SMPD1 SMPD3 SNAP91 SNAPIN SNCA SNF8 SNX12 SNX17 SNX3 SNX33 SNX4 SNX9 SOD1 SORL1 SPACA3 SPHK1 SPHK2 SPI1 SRC STAM STAP1 STON1 STON2 STX18 STX1A STX1B STX4 STXBP1 STXBP2 STXBP3 STXBP5 STXBP5L STXBP6 SV2B SV2C SYK SYN1 SYNE1 SYNJ2BP SYP SYT1 SYT10 SYT11 SYT12 SYT13 SYT15 SYT17 SYT2 SYT3 SYT4 SYT5 SYT6 SYT7 SYT8 SYT9 SYTL4 TAMALIN TBC1D20 TBC1D4 TBC1D5 TF TFR2 TGM2 TLR2 TNF TNK2 TOR1A TPCN2 TREM2 TRPV6 TSC2 TSG101 TUB TULP1 UBQLN2 UNC119 UNC13D USH1G USP6 USP7 VAC14 VAMP2 VAMP4 VAMP7 VAMP8 VEGFA VPS11 VPS18 VPS28 VPS4A VPS4B VSNL1 VTN WASL WDR41 WDR44 WDR54 WNT3A WNT5A WNT7A YIPF5 ZDHHC2 ZFYVE16 ZP3 GOBP_REGULATION_OF_VESICLE_SIZE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_VESICLE_SIZE ALS2 AP2M1 BLOC1S1 BLOC1S2 BORCS5 BORCS6 BORCS7 BORCS8 CHMP3 KXD1 PICALM RAB11A RAB22A RAB3B RAB5A RILP RIN3 SNAPIN WASHC5 GOBP_REGULATION_OF_VIRAL_GENOME_REPLICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_VIRAL_GENOME_REPLICATION ADAR ADARB1 AICDA APOBEC3A APOBEC3B APOBEC3C APOBEC3D APOBEC3F APOBEC3G APOBEC3H BANF1 BCL2 BST2 BTBD17 CCL5 CD28 CNOT7 CXCL8 DDB1 DDX3X DDX5 EIF2AK2 FAM111A FKBP6 GBP7 HACD3 HMGA2 IFI16 IFIH1 IFIT1 IFIT5 IFITM1 IFITM2 IFITM3 IFNB1 IFNL3 ILF3 INPP5K ISG15 ISG20 LARP1 LTF MAVS MORC2 MPHOSPH8 MX1 N4BP1 NOTCH1 NR5A2 OAS1 OAS2 OAS3 OASL PABPC1 PDE12 PKN2 PLSCR1 PPIA PPID PPIE PPIH PROX1 RAD23A RESF1 RNASEL RSAD2 SETDB1 SHFL SLPI SRPK1 SRPK2 STAU1 TARBP2 TASOR TMEM39A TNF TNIP1 TOP2A TOP2B TRIM28 TRIM38 TRIM6 VAPB ZC3HAV1 ZNFX1 GOBP_REGULATION_OF_VIRAL_INDUCED_CYTOPLASMIC_PATTERN_RECOGNITION_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_VIRAL_INDUCED_CYTOPLASMIC_PATTERN_RECOGNITION_RECEPTOR_SIGNALING_PATHWAY ANKRD17 ATAT1 BIRC2 BIRC3 BRCC3 BTK C1QBP CARD8 CAV1 CD36 CPTP CSNK1A1 DDX3X DDX60 DHX33 DHX58 EIF2AK2 ERBIN F2RL1 FBXL2 FCRL3 FLOT1 FLOT2 GBP2 GBP5 GPATCH3 GRAMD4 HMGB1 HSPA1A HSPA1B HSPA8 IRGM LILRA4 MAPK8 MARK4 MAVS MEFV MIR708 MYD88 NAGK NEK7 NLRC3 NLRP2B NLRX1 NOP53 NPLOC4 OASL PELI1 PLCG2 PPP2CA PRKD1 PTPN22 PTPRS PUM1 PUM2 PYDC1 PYDC2 PYDC5 RAB7B RIOK3 RNF125 RSAD2 RTN4 SEC14L1 SIRT2 SLC15A2 SLC15A3 SLC15A4 SLC46A2 SRC STMP1 TARBP2 TASL TIRAP TKFC TLR4 TLR6 TLR9 TNFAIP3 TREM2 TREML4 TRIM11 TRIM15 TRIM3 TRIM31 TSPAN6 UBQLN1 UFD1 USP15 USP17L2 USP50 WDFY1 XIAP ZCCHC3 ZDHHC12 ZNRF4 GOBP_REGULATION_OF_VIRAL_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_VIRAL_PROCESS ADAR ADARB1 AICDA APCS APOBEC3A APOBEC3B APOBEC3C APOBEC3D APOBEC3F APOBEC3G APOBEC3H ATG12 ATG5 AXL BANF1 BCL2 BST2 BTBD17 C18orf25 CCL5 CD209 CD28 CD4 CD74 CH25H CIITA CLEC4G CNOT7 CSNK2B CXCL8 CXCR4 DDB1 DDX3X DDX5 DHX9 DYNLT1 EIF2AK2 FAM111A FCN1 FCN3 FKBP6 FMR1 FURIN GBP7 GSN HACD3 HEXIM1 HLA-DRB1 HMGA2 HMGB1 HS3ST5 IFI16 IFIH1 IFIT1 IFIT5 IFITM1 IFITM2 IFITM3 IFNA2 IFNB1 IFNL3 ILF3 INPP5K ISG15 ISG20 KPNA2 KPNA6 LAMP3 LARP1 LARP7 LGALS1 LGALS9 LRRC15 LTF LY6E MAVS MBL2 MDFIC MID2 MIR130A MIR141 MIR30C1 MORC2 MPHOSPH8 MX1 N4BP1 NECTIN2 NOTCH1 NR5A2 OAS1 OAS2 OAS3 OASL P4HB PABPC1 PDE12 PKN2 PLSCR1 PPARA PPIA PPID PPIE PPIH PROX1 PTX3 RAB7A RAD23A RESF1 RFPL1 RFPL2 RFPL3 RFPL4A RFPL4AL1 RNASEL RSAD2 RSF1 SETDB1 SHFL SLPI SMPD1 SNX3 SRPK1 SRPK2 STAT1 STAU1 STOM TARBP2 TASOR TBC1D20 TMEM250 TMEM39A TMPRSS2 TMPRSS4 TNF TNIP1 TOP2A TOP2B TRIM10 TRIM11 TRIM13 TRIM14 TRIM15 TRIM21 TRIM22 TRIM25 TRIM26 TRIM27 TRIM28 TRIM31 TRIM32 TRIM34 TRIM38 TRIM5 TRIM58 TRIM59 TRIM6 TRIM62 TRIM68 TRIM8 TSG101 TYRO3 UBP1 VAPB VPS37B VPS4A ZC3HAV1 ZFP36 ZNFX1 GOBP_REGULATION_OF_VIRAL_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_VIRAL_TRANSCRIPTION DHX9 HEXIM1 IFITM3 LARP7 MDFIC MID2 RSF1 TARBP2 TRIM11 TRIM13 TRIM14 TRIM21 TRIM27 TRIM31 TRIM32 TRIM62 TRIM8 UBP1 ZFP36 GOBP_REGULATION_OF_VITAMIN_D_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_VITAMIN_D_BIOSYNTHETIC_PROCESS CYP27B1 GFI1 IFNG NFKB1 SNAI1 SNAI2 TNF GOBP_REGULATION_OF_VITAMIN_D_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_VITAMIN_D_RECEPTOR_SIGNALING_PATHWAY CYP27B1 KANK2 MED1 MN1 RXRA RXRB SNAI2 SNW1 TRIM24 VDR GOBP_REGULATION_OF_VITAMIN_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_VITAMIN_METABOLIC_PROCESS AKR1C3 CD320 CLYBL CYP27B1 GFI1 IFNG NFKB1 PRMT3 RDH10 SNAI1 SNAI2 TNF GOBP_REGULATION_OF_VOLTAGE_GATED_CALCIUM_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_VOLTAGE_GATED_CALCIUM_CHANNEL_ACTIVITY AHNAK CABP1 CABP2 CABP4 CABP5 CACNA2D1 CACNB1 CACNB2 CACNB3 CACNB4 CALM1 CALM3 CBARP CRHR1 DMD DRD2 DRD3 DRD4 FMR1 GNB5 GPR35 HPCA MIR200C MIR208A MIR208B MIR499A MIR93 NIPSNAP2 NOS1AP NPPA PDE4B SRI STAC STAC2 STAC3 GOBP_REGULATION_OF_VOLTAGE_GATED_SODIUM_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_VOLTAGE_GATED_SODIUM_CHANNEL_ACTIVITY FGF11 FGF12 FGF13 FGF14 GRP MIR192 MIR24-1 MIR448 SCN1B SLMAP GOBP_REGULATION_OF_WNT_PROTEIN_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_WNT_PROTEIN_SECRETION OPRM1 PTPN23 TMEM132A VPS35 WLS GOBP_REGULATION_OF_WNT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_WNT_SIGNALING_PATHWAY ABL1 ADGRA2 ADNP ALPK2 AMER1 AMER2 AMER3 AMFR ANKRD6 APC APC2 APCDD1 APCDD1L APOE APP ASPM ATP6AP2 ATP6V0C ATP6V1C2 AXIN1 AXIN2 BAMBI BARX1 BICC1 BIRC8 BMAL1 BMP2 BTRC C12orf43 CAPRIN2 CAV1 CBY1 CCAR2 CCDC88C CCN4 CCNY CCNYL1 CCNYL2 CCNYL3 CDC73 CDH2 CDH3 CDK14 CER1 CHD8 CITED1 CMAHP COL1A1 CRBN CSNK1A1 CSNK1A1L CSNK1D CSNK1E CSNK1G1 CSNK1G2 CSNK1G3 CSNK2A1 CTDNEP1 CTHRC1 CTNNB1 CTNNBIP1 CTNND1 CTNND2 CXXC4 CYLD DAAM2 DAB2 DAB2IP DACT1 DACT3 DAPK3 DCDC2 DDIT3 DDX3X DEPDC1B DISC1 DIXDC1 DKK1 DKK2 DKK3 DKK4 DKKL1 DLX5 DRAXIN EDA EGF EGFR EGR1 EMD FAM53B FERMT1 FGF10 FGF2 FGF9 FGFR2 FOLR1 FOXL1 FOXO1 FRAT1 FRMD8 FRMD8P1 FRZB FUZ FZD1 FZD6 FZD7 FZD9 G3BP1 GID8 GLI1 GLI3 GNAQ GPC3 GPC5 GPRC5B GRB10 GREM1 GSC GSK3A GSK3B GSKIP HDAC1 HECW1 HHEX HIC1 HMGXB4 HNF1B IFT20 IFT80 IGFBP1 IGFBP2 IGFBP4 IGFBP6 ILK INVS ISL1 ITGA3 JADE1 JRK JUP KANK1 KLF15 KPNA1 KREMEN1 LATS1 LATS2 LBX2 LEF1 LGR4 LGR5 LGR6 LIMD1 LMBR1L LRP1 LRP4 LRRK1 LRRK2 LYPD6 LZIC LZTS2 MACF1 MAD2L2 MAPK14 MBD2 MCC MDFI MDFIC MDK MESP1 MIR1-1 MIR145 MIR199A1 MIR19B1 MIR26A1 MIR29B1 MIR29C MIR346 MIR498 MIR501 MIR665 MKS1 MLLT3 NFATC4 NFKB1 NHERF1 NKD1 NKD2 NKX2-5 NLE1 NLK NOG NOTCH1 NOTUM NPHP3 NPHP4 NRARP NXN OTUD5 OTULIN PBXIP1 PFDN5 PIN1 PLEKHA4 PLPP3 PPM1A PPM1B PPM1N PPP1CA PPP2CA PPP2R1A PRDM15 PRICKLE1 PRKN PSEN1 PTK7 PTPRO PTPRU RACK1 RBMS3 RBPJ RBX1 RECK RNF14 RNF146 RNF213 RNF220 RNF43 RPS12 RSPO1 RSPO2 RSPO3 RSPO4 RUVBL1 RUVBL2 SALL1 SCEL SCYL2 SDHAF2 SEMA5A SENP2 SFRP1 SFRP2 SFRP4 SFRP5 SHH SHISA2 SHISA3 SHISA6 SIAH2 SKI SMAD3 SMARCA4 SMURF2 SNAI2 SNX3 SOST SOSTDC1 SOX10 SOX13 SOX17 SOX2 SOX30 SOX4 SOX7 SOX9 SPEF1 SPIN1 SRC STK11 STK3 STK4 SULF1 SULF2 TAX1BP3 TBL1X TBL1XR1 TBX18 TCF7L1 TCF7L2 TERT TGFB1 TIAM1 TLE1 TLE2 TLE3 TLE4 TLE5 TLE6 TLE7 TLR2 TMEM131L TMEM132A TMEM170B TMEM198 TMEM237 TMEM64 TMEM88 TMEM88B TMEM9 TNFAIP3 TNKS TNKS2 TNN TPBG TPBGL TRABD2A TRABD2B TRPM4 TSC2 TSKU TTC21B UBAC2 UBE2B UBR5 USP34 USP47 USP8 VCP VGLL4 VPS35 WIF1 WLS WNK1 WNK2 WNT10B WNT11 WNT3 WNT3A WNT5A WNT5B WWOX WWTR1 XIAP YAP1 ZBED3 ZEB2 ZNF703 ZNRF3 ZRANB1 GOBP_REGULATION_OF_WNT_SIGNALING_PATHWAY_INVOLVED_IN_HEART_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_WNT_SIGNALING_PATHWAY_INVOLVED_IN_HEART_DEVELOPMENT ALPK2 BMP2 DKK1 MESP1 MIR19B1 RBPJ SOX17 WNT11 WNT5A GOBP_REGULATION_OF_WNT_SIGNALING_PATHWAY_PLANAR_CELL_POLARITY_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_WNT_SIGNALING_PATHWAY_PLANAR_CELL_POLARITY_PATHWAY ABL1 ANKRD6 DAB2 DACT1 DKK1 GPC3 MKS1 MLLT3 NKD1 NPHP3 PLEKHA4 RSPO3 SFRP1 SFRP2 SPEF1 ZNRF3 GOBP_REGULATION_OF_WOUND_HEALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_WOUND_HEALING ACTG1 ADAMTS18 ADRA2A ADTRP AJAP1 ALOX12 ALOX5 ANO6 ANXA1 ANXA2 APCS APOE APOH ARFGEF1 C1QTNF1 CADM4 CASK CAV1 CCN4 CD109 CD36 CD9 CEACAM1 CLASP1 CLASP2 CLDN1 CLDN19 CLDN3 CLDN4 CLEC7A CPB2 CRK CXCR4 DDR2 DMTN DUOX1 DUOX2 EDN1 EMILIN1 EMILIN2 ENPP4 EPHB2 EPPK1 F11 F12 F2 F2R F2RL1 F3 F7 FAP FERMT1 FERMT2 FGA FGB FGF2 FGG FOXA2 FOXC2 GP1BA HBEGF HPSE HRAS HRG INSL3 ITGB1 KANK1 KLKB1 KNG1 KRT1 MIR1298 MIR15B MIR200B MIR221 MIR29A MIR34A MIR451A MIR892B MMRN1 MTOR MYLK MYOZ1 NFE2L2 NOS3 OCLN PDGFA PDGFB PDGFRA PHLDB2 PLAT PLAU PLAUR PLG PRDX2 PRKCD PRKCE PRKG1 PROC PROS1 PTEN PTK2 REG3A REG3G RREB1 SERPINB2 SERPINC1 SERPINE1 SERPINE2 SERPINF2 SERPING1 SH2B3 SLC12A2 SMAD3 SMOC2 SRSF6 ST3GAL4 TAFA5 TBXA2R TFPI THBD THBS1 TNF TNFAIP3 TNFRSF12A TSPAN8 UBASH3B USF1 VIL1 VKORC1 VTN WFDC1 WNT4 XBP1 GOBP_REGULATION_OF_WOUND_HEALING_SPREADING_OF_EPIDERMAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_WOUND_HEALING_SPREADING_OF_EPIDERMAL_CELLS CLASP1 CLASP2 FERMT1 FERMT2 MIR221 MTOR PHLDB2 PTEN RREB1 GOBP_REGULATION_OF_XENOBIOTIC_DETOXIFICATION_BY_TRANSMEMBRANE_EXPORT_ACROSS_THE_PLASMA_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_XENOBIOTIC_DETOXIFICATION_BY_TRANSMEMBRANE_EXPORT_ACROSS_THE_PLASMA_MEMBRANE MIR1-1 MIR129-1 MIR133A1 MIR133B MIR185 MIR186 MIR326 MIR34B MIR451A MIR495 MIR508 MIR873 MIR9-1 GOBP_REGULATION_OF_XENOPHAGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_OF_XENOPHAGY IRGM LRSAM1 MAPK3 NOD1 NOD2 OPTN RIPK2 RNF31 TBK1 GOBP_REGULATION_PROTEIN_CATABOLIC_PROCESS_AT_SYNAPSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATION_PROTEIN_CATABOLIC_PROCESS_AT_SYNAPSE CUL3 EGLN1 KLHL17 PRKN RAB26 VHL GOBP_REGULATORY_NCRNA_MEDIATED_GENE_SILENCING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATORY_NCRNA_MEDIATED_GENE_SILENCING ADAR AGO1 AGO2 AGO3 AGO4 AJUBA ANKRD34A ANKRD34B ANKRD34C ASZ1 BCDIN3D BMP4 CACNA2D1-AS1 CARMN CELF1 CLP1 CNOT1 CNOT10 CNOT11 CNOT2 CNOT3 CNOT6 CNOT6L CNOT7 CNOT8 CNOT9 DDX17 DDX3X DDX4 DDX5 DDX6 DGCR8 DHX9 DICER1 DKC1 DND1 DNM3OS DROSHA EIF4E2 EIF4ENIF1 EIF4G1 EIF6 ELAVL1 ELOB ELOC ERI1 EXD1 EXOSC10 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 FAM172A FAM172BP FBL FBLL1 FKBP6 FMR1 FXR1 GAS5 GPAT2 H19 HELZ HELZ2 HENMT1 HNRNPA2B1 HOXA10-AS HOXB-AS3 IL6 KCNQ1OT1 LARP7 LIMD1 LIN28A LIN28B LINC00461 LL22NC03-63E9.3 MAEL MAPT-AS1 MECP2 MEG3 METTL3 MIAT MIR1-1 MIR1-2 MIR100 MIR101-1 MIR101-2 MIR103A1 MIR103A2 MIR103B1 MIR103B2 MIR105-1 MIR105-2 MIR106A MIR106B MIR107 MIR10A MIR10B MIR1178 MIR1180 MIR1183 MIR1185-1 MIR1185-2 MIR1197 MIR1207 MIR1208 MIR122 MIR1224 MIR1225 MIR1226 MIR1227 MIR1237 MIR124-1 MIR124-2 MIR124-3 MIR1246 MIR1249 MIR1251 MIR1253 MIR1255B1 MIR125A MIR125B1 MIR125B2 MIR126 MIR1265 MIR127 MIR1271 MIR1275 MIR1277 MIR128-1 MIR1283-1 MIR1283-2 MIR1287 MIR129-1 MIR129-2 MIR1296 MIR1298 MIR1302-2 MIR1302-4 MIR1302-5 MIR1306 MIR1307 MIR130A MIR130B MIR132 MIR133A1 MIR133A1HG MIR133A2 MIR133B MIR134 MIR135A1 MIR135A2 MIR135B MIR136 MIR137 MIR137HG MIR138-1 MIR138-2 MIR139 MIR140 MIR141 MIR142 MIR143 MIR144 MIR145 MIR146A MIR146B MIR147A MIR147B MIR148A MIR148B MIR149 MIR150 MIR151A MIR152 MIR153-1 MIR154 MIR155 MIR155HG MIR15A MIR15B MIR16-1 MIR16-2 MIR17 MIR17HG MIR181A1 MIR181A2 MIR181B1 MIR181B2 MIR181C MIR181D MIR182 MIR1827 MIR183 MIR184 MIR185 MIR186 MIR187 MIR188 MIR18A MIR18B MIR1908 MIR190A MIR190B MIR191 MIR1912 MIR192 MIR193A MIR193B MIR194-1 MIR194-2 MIR195 MIR196A1 MIR196A2 MIR196B MIR197 MIR198 MIR199A1 MIR199A2 MIR199B MIR19A MIR19B1 MIR19B2 MIR200A MIR200B MIR200C MIR203A MIR203B MIR204 MIR205 MIR206 MIR208A MIR208B MIR20A MIR20B MIR21 MIR210 MIR212 MIR214 MIR215 MIR216A MIR216B MIR217 MIR218-1 MIR218-2 MIR219A1 MIR219A2 MIR219B MIR22 MIR221 MIR222 MIR223 MIR224 MIR2355 MIR23A MIR23AHG MIR23B MIR24-1 MIR24-2 MIR25 MIR26A1 MIR26A2 MIR26B MIR27A MIR27B MIR28 MIR296 MIR298 MIR299 MIR29A MIR29B1 MIR29B2 MIR29B2CHG MIR29C MIR300 MIR301A MIR301B MIR302A MIR302B MIR302C MIR302D MIR302E MIR3065 MIR3074 MIR30A MIR30B MIR30C1 MIR30C2 MIR30D MIR30E MIR31 MIR3120 MIR3142HG MIR3148 MIR3173 MIR3179-2 MIR3180-2 MIR3180-3 MIR3180-4 MIR3180-5 MIR3184 MIR32 MIR320A MIR320B1 MIR320B2 MIR320C1 MIR320C2 MIR320D1 MIR320D2 MIR320E MIR323A MIR323B MIR324 MIR326 MIR328 MIR329-1 MIR329-2 MIR330 MIR331 MIR335 MIR337 MIR338 MIR339 MIR33A MIR33B MIR340 MIR342 MIR345 MIR346 MIR34A MIR34AHG MIR34B MIR34BHG MIR34C MIR3529 MIR3591 MIR361 MIR3619 MIR362 MIR363 MIR365A MIR3661 MIR367 MIR3677HG MIR369 MIR370 MIR371A MIR372 MIR373 MIR374A MIR374B MIR374C MIR375 MIR376A2 MIR376B MIR376C MIR377 MIR378A MIR379 MIR381 MIR382 MIR383 MIR384 MIR3909 MIR409 MIR410 MIR411 MIR412 MIR422A MIR423 MIR424 MIR425 MIR4286 MIR429 MIR432 MIR433 MIR448 MIR449A MIR449B MIR449C MIR450A1 MIR450A2 MIR450B MIR451A MIR451B MIR452 MIR454 MIR455 MIR4632 MIR4686 MIR483 MIR484 MIR485 MIR486-1 MIR486-2 MIR487A MIR487B MIR488 MIR489 MIR490 MIR491 MIR492 MIR493 MIR494 MIR495 MIR496 MIR497 MIR498 MIR499A MIR499B MIR500A MIR500B MIR501 MIR502 MIR503 MIR504 MIR505 MIR506 MIR508 MIR509-1 MIR511 MIR514A1 MIR515-1 MIR516A1 MIR516A2 MIR516B1 MIR516B2 MIR517A MIR517B MIR517C MIR518A1 MIR518A2 MIR518B MIR518C MIR518D MIR518E MIR518F MIR519A1 MIR519A2 MIR519B MIR519C MIR519D MIR519E MIR520A MIR520B MIR520C MIR520D MIR520E MIR520F MIR520G MIR520H MIR521-1 MIR521-2 MIR522 MIR523 MIR524 MIR525 MIR526A1 MIR526A2 MIR526B MIR527 MIR532 MIR539 MIR541 MIR542 MIR543 MIR544A MIR548A3 MIR548AA2 MIR548AJ2 MIR548AZ MIR548C MIR548D1 MIR548D2 MIR548H2 MIR548H3 MIR548H4 MIR548M MIR548P MIR548X2 MIR549A MIR550A1 MIR550A2 MIR550A3 MIR550B1 MIR550B2 MIR551A MIR551B MIR552 MIR553 MIR554 MIR556 MIR557 MIR558 MIR5588 MIR562 MIR563 MIR564 MIR567 MIR569 MIR572 MIR573 MIR574 MIR575 MIR576 MIR577 MIR578 MIR580 MIR581 MIR582 MIR583 MIR584 MIR586 MIR588 MIR589 MIR590 MIR592 MIR593 MIR595 MIR597 MIR599 MIR600 MIR601 MIR604 MIR605 MIR607 MIR608 MIR6086 MIR609 MIR611 MIR612 MIR613 MIR615 MIR616 MIR618 MIR621 MIR624 MIR625 MIR626 MIR628 MIR631 MIR632 MIR633 MIR636 MIR638 MIR639 MIR640 MIR642A MIR642B MIR643 MIR644A MIR648 MIR649 MIR650 MIR651 MIR652 MIR653 MIR654 MIR655 MIR656 MIR657 MIR659 MIR660 MIR661 MIR662 MIR663A MIR663B MIR665 MIR668 MIR671 MIR675 MIR676 MIR6869 MIR7-1 MIR7-2 MIR7-3 MIR708 MIR711 MIR744 MIR758 MIR760 MIR761 MIR764 MIR765 MIR766 MIR767 MIR769 MIR770 MIR802 MIR873 MIR874 MIR875 MIR876 MIR877 MIR885 MIR887 MIR889 MIR891A MIR891B MIR892B MIR9-1 MIR9-2 MIR9-3 MIR920 MIR922 MIR924 MIR92A1 MIR92A2 MIR92B MIR93 MIR934 MIR935 MIR936 MIR937 MIR938 MIR939 MIR940 MIR942 MIR944 MIR96 MIR98 MIR99A MIR99B MIRLET7A1 MIRLET7A2 MIRLET7A3 MIRLET7B MIRLET7BHG MIRLET7C MIRLET7D MIRLET7E MIRLET7F1 MIRLET7F2 MIRLET7G MIRLET7I MORC1 MOV10 MOV10L1 NCBP1 NCBP2 NCBP3 NEAT1 NRDE2 NUP155 OIP5-AS1 PABPC1 PARN PIWIL1 PIWIL2 PIWIL3 PIWIL4 PLD6 PNLDC1 PRKRA PUM1 PUM2 PUS10 RAN RBM4 RIPK1 RMRP SMAD1 SMAD2 SMAD3 SMAD5-AS1 SND1 SNIP1 SPACA6-AS1 SPOCD1 SPOUT1 SRRT SRSF3 STAT3 STAU1 TARBP2 TDRD1 TDRD12 TDRD5 TDRD6 TDRD7 TDRD9 TDRKH TENT4B TERT TEX15 TGFB1 TIAL1 TNRC6A TNRC6B TNRC6C TP53 TRIM71 TRUB1 TSN TSNAX TUSC8 TUT4 TUT7 WTIP XIST XPO5 ZC3H10 ZC3H7A ZC3H7B ZFP36 ZMPSTE24 ZNFX1 ZSWIM8 GOBP_REGULATORY_NCRNA_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATORY_NCRNA_PROCESSING ADAR AGO1 AGO2 AGO3 AGO4 ANKRD34A ANKRD34B ANKRD34C ASZ1 BCDIN3D BMP4 DDX3X DDX4 DDX5 DGCR8 DICER1 DKC1 DROSHA EXD1 EXOSC10 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 FBL FBLL1 FKBP6 GPAT2 H19 HENMT1 HNRNPA2B1 HOXB-AS3 IL6 LARP7 LIN28A LIN28B MAEL MECP2 METTL3 MOV10L1 NCBP1 NCBP2 NUP155 PARN PIWIL1 PIWIL2 PIWIL4 PLD6 PNLDC1 PRKRA PUM1 PUM2 PUS10 RIPK1 RMRP SMAD1 SMAD2 SMAD3 SNIP1 SPOUT1 SRRT SRSF3 STAT3 TARBP2 TDRD1 TDRD12 TDRD5 TDRD6 TDRD7 TDRD9 TDRKH TENT4B TERT TEX15 TGFB1 TP53 TRIM71 TRUB1 TSN TSNAX TUT4 TUT7 ZC3H10 ZC3H7A ZC3H7B ZMPSTE24 GOBP_REGULATORY_T_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REGULATORY_T_CELL_DIFFERENTIATION AMBRA1 BCL6 BTN2A2 CD28 CD46 CR1 CTLA4 DROSHA DUSP10 FANCA FANCD2 FOXO3 FOXP3 FUT7 HLA-DRA HLA-DRB1 HLA-G IFNG IL2 IL2RG IL4I1 IRF1 KAT2A KAT5 KLHL25 LAG3 LGALS9 LILRB2 LILRB4 MDK MIR21 MIR30B PLA2G2D PSG9 SOCS1 SOX12 TGFB1 TNFSF4 TOX USP44 VSIR GOBP_RELAXATION_OF_CARDIAC_MUSCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RELAXATION_OF_CARDIAC_MUSCLE ATP1A1 ATP1A2 ATP1B1 CAMK2D CHGA GSN GSTM2 HRC KCNJ2 P2RX4 PDE4B PDE4D PDE5A PIK3CA PLN RGS2 SLC8A1 GOBP_RELAXATION_OF_MUSCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RELAXATION_OF_MUSCLE ABCC8 ACTN3 ADORA2B ATP1A1 ATP1A2 ATP1B1 ATP2A1 CAMK2D CHGA DCANP1 GRK2 GSN GSTM2 GUCY1A1 HRC KBTBD13 KCNJ2 MIR153-1 NEUROG1 P2RX4 P2RY1 PDE4B PDE4D PDE5A PIK3CA PLN PRKG1 RGS2 SLC8A1 SLN SOD1 SRI TIFAB TNNI2 GOBP_RELAXATION_OF_SMOOTH_MUSCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RELAXATION_OF_SMOOTH_MUSCLE ABCC8 ADORA2B GRK2 GUCY1A1 MIR153-1 PRKG1 RGS2 SLC8A1 SOD1 GOBP_RELAXATION_OF_VASCULAR_ASSOCIATED_SMOOTH_MUSCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RELAXATION_OF_VASCULAR_ASSOCIATED_SMOOTH_MUSCLE ADORA2B GUCY1A1 MIR153-1 PRKG1 RGS2 SOD1 GOBP_RELEASE_OF_CYTOCHROME_C_FROM_MITOCHONDRIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RELEASE_OF_CYTOCHROME_C_FROM_MITOCHONDRIA AKT1 AVP BAD BAK1 BAX BBC3 BCL2 BCL2A1 BCL2L1 BCL2L11 BCL2L2 BID BIK BMF BNIP3 BOK CIDEB CLU DNM1L FAM162A FIS1 FXN FZD9 GGCT GHITM GPER1 GPX1 HGF HRK IFI6 IGF1 LMNA MCL1 MFF MLLT11 MMP9 MOAP1 NOL3 OPA1 PARL PDCD5 PINK1 PLAUR PLSCR3 PMAIP1 PPIF PRELID1 PRKN PSMD10 PYCARD SFN SOD2 TIMM50 TNFSF10 TP53 TRIAP1 GOBP_RELEASE_OF_SEQUESTERED_CALCIUM_ION_INTO_CYTOSOL_BY_ENDOPLASMIC_RETICULUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RELEASE_OF_SEQUESTERED_CALCIUM_ION_INTO_CYTOSOL_BY_ENDOPLASMIC_RETICULUM AKAP6 ANK2 ATP1A2 CACNA1C CALM1 CALM2 CALM3 CAMK2D CASQ1 CASQ2 CCL3 CCR5 CHD7 CLIC2 DHRS7C DMD FASLG FKBP1B GSTM2 GSTO1 HRC METTL21C MIR1-1 MIR133A1 MIR93 NOL3 PDE4D PLN PRKACA RYR1 RYR2 RYR3 SLC8A1 SRI TMEM38A TMEM38B TRDN GOBP_RENAL_ABSORPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RENAL_ABSORPTION ADIPOQ AKR1C3 AMN AQP1 AQP3 CLCNKA CLCNKB CLDN4 CTNS EDN1 EDNRA EDNRB GAS6 GSN HAS2 HBB HNF1A HYAL2 KCNQ1 KIRREL1 KLHL3 MAGED2 MLLT6 NHERF1 OXSR1 SGK1 SLC12A3 SLC15A2 SLC5A1 SLC5A2 SLC6A18 STK39 UMOD WNK4 GOBP_RENAL_ALBUMIN_ABSORPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RENAL_ALBUMIN_ABSORPTION ADIPOQ CTNS EDNRA EDNRB GAS6 GOBP_RENAL_CONTROL_OF_PERIPHERAL_VASCULAR_RESISTANCE_INVOLVED_IN_REGULATION_OF_SYSTEMIC_ARTERIAL_BLOOD_PRESSURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RENAL_CONTROL_OF_PERIPHERAL_VASCULAR_RESISTANCE_INVOLVED_IN_REGULATION_OF_SYSTEMIC_ARTERIAL_BLOOD_PRESSURE AGT AGTR1 AGTR2 RHOA SERPINF2 GOBP_RENAL_FILTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RENAL_FILTRATION ADGRF5 ADORA1 AQP1 CD34 CORO2B EDNRA EMP2 F2R F2RL1 GAS6 GJA5 IGHA1 IGHA2 IGKV3-20 ITGA3 JCHAIN KIRREL1 MCAM MYO1E NPHS2 PDGFB PPP3CA PTPRO RHPN2 SULF1 SULF2 TBC1D8B TMEM63C UMOD XPNPEP3 GOBP_RENAL_PROTEIN_ABSORPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RENAL_PROTEIN_ABSORPTION ADIPOQ AMN CTNS EDNRA EDNRB GAS6 GSN KIRREL1 GOBP_RENAL_RESPONSE_TO_BLOOD_FLOW_INVOLVED_IN_CIRCULATORY_RENIN_ANGIOTENSIN_REGULATION_OF_SYSTEMIC_ARTERIAL_BLOOD_PRESSURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RENAL_RESPONSE_TO_BLOOD_FLOW_INVOLVED_IN_CIRCULATORY_RENIN_ANGIOTENSIN_REGULATION_OF_SYSTEMIC_ARTERIAL_BLOOD_PRESSURE EDNRB F2R F2RL1 OR51E2 PCSK5 SUCNR1 GOBP_RENAL_SODIUM_EXCRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RENAL_SODIUM_EXCRETION AGT AGTR1 ATP6V1B1 CORIN DRD2 EDN1 EDNRB MLLT6 NPPB NPR1 SPX GOBP_RENAL_SODIUM_ION_ABSORPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RENAL_SODIUM_ION_ABSORPTION CLCNKB EDN1 EDNRA EDNRB KCNQ1 KLHL3 MAGED2 OXSR1 SGK1 SLC12A3 STK39 UMOD WNK4 GOBP_RENAL_SODIUM_ION_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RENAL_SODIUM_ION_TRANSPORT ATP6V1B1 CLCNKB EDN1 EDNRA EDNRB KCNQ1 KLHL3 MAGED2 NHERF1 OXSR1 PON3 SGK1 SLC12A3 STK39 UMOD WNK4 GOBP_RENAL_SYSTEM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RENAL_SYSTEM_DEVELOPMENT ACAT1 ACE ACTA2 ACVR2B ADAMTS1 ADAMTS16 ADAMTS6 ADIPOQ AGT AGTR1 AGTR2 AHI1 AKR1B1 ALDH1A2 AMER1 ANGPT1 ANGPT2 ANKS6 AP1B1 AP2B1 APAF1 APH1A AQP1 AQP11 AQP2 ARG2 ARID5B ARL3 ASS1 ASXL1 BAG6 BASP1 BAX BCL2 BCL2L11 BICC1 BMP10 BMP2 BMP4 BMP6 BMP7 BMPER C1GALT1 CALB1 CASP9 CAT CC2D2A CD24 CD34 CDKN1C CENPF CEP290 CER1 CFLAR CITED1 CNTRL COL4A1 COL4A3 COL4A4 CRLF1 CTNNB1 CTNNBIP1 CTNS CTSH CXCR2 CYP26A1 CYP26B1 CYP4A11 CYP4A22 DACT2 DCHS1 DCHS2 DLG1 DLG5 DLL1 DYNC2H1 EDNRA EDNRB EFNB2 EGR1 EMX2 ENPEP EPCAM EPHA4 EPHA7 ERBB4 EXT1 EYA1 EZH2 FADD FBN1 FGF1 FGF10 FGF2 FGF8 FGFR2 FLCN FMN1 FOXC1 FOXC2 FOXD1 FOXF1 FOXJ1 FRAS1 FREM2 GATA3 GCNT1 GCNT3 GCNT4 GDF11 GDF6 GDNF GFRA1 GLI2 GLI3 GLIS2 GPC3 GPR4 GREB1L GREM1 GZF1 HAS2 HELLS HES1 HES5 HEYL HMGCS2 HNF1A HNF1B HOXA11 HOXB7 HOXC11 HOXD11 HPGD HS2ST1 HS3ST3A1 HS3ST3B1 HYAL2 ID3 IFT20 IFT25 IFT27 IFT88 IL6R ILK IQGAP1 IRX1 IRX2 IRX3 ITGA3 ITGA8 ITGB3 JAG1 JMJD6 KANK2 KCNJ8 KIF26B KIRREL3 KLF15 KLHL3 LAMA5 LAMB2 LGR4 LGR5 LHX1 LIF LIN28A LRP2 LRP4 LRRK2 LZTS2 MAGED1 MAGI2 MEF2C MIR125A MME MMP17 MMP9 MPST MPV17 MTSS1 MYC MYO1E MYOCD NF1 NFIA NID1 NIPBL NKX3-1 NLE1 NOG NOTCH1 NOTCH2 NOTCH3 NPHP3 NPHS1 NPHS2 NPNT NRP1 NUP107 NUP133 NUP160 NUP85 ODC1 OSR1 OSR2 OVOL1 PAX2 PAX8 PBX1 PCSK5 PCSK9 PDGFA PDGFB PDGFD PDGFRA PDGFRB PECAM1 PKD1 PKD1L3 PKD2 PKHD1 PLCE1 PLXND1 PODXL POU3F3 PPP3CA PRDM1 PRICKLE1 PRKX PROM1 PROX1 PTCD2 PTCH1 PTK7 PTPRO PYGO1 PYGO2 RARA RARB RBP4 RDH10 REN RET RGN RHOA ROBO2 RPGRIP1L RRM2B SALL1 SDC1 SDC4 SEC61A1 SERPINB7 SERPINF1 SFRP1 SGPL1 SHH SIM1 SIX1 SIX2 SIX4 SLC22A1 SLC22A6 SLC34A1 SLIT2 SMAD1 SMAD2 SMAD3 SMAD4 SMAD5 SMAD6 SMAD7 SMO SNX17 SOX11 SOX17 SOX4 SOX8 SOX9 SPRY1 STAT1 STRA6 SULF1 SULF2 TACSTD2 TBC1D32 TBX18 TCF21 TEK TFAP2A TFAP2B TGFB2 TGFBR1 TIPARP TMEM59L TNS2 TP73 TRAF3IP1 TRAF3IP2 TREX1 TSC1 TTC8 UMOD UPK3A VANGL2 VEGFA WDPCP WFS1 WNK4 WNT1 WNT11 WNT2B WNT4 WNT5A WNT6 WNT7B WNT9B WT1 WWTR1 YAP1 ZBTB14 ZBTB16 ZMPSTE24 ZNG1A GOBP_RENAL_SYSTEM_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RENAL_SYSTEM_PROCESS ABCG2 ADCY6 ADGRF5 ADIPOQ ADM ADORA1 ADORA2A AGT AGTR1 AGTR2 AKAP11 AKR1B1 AKR1C3 AMN AQP1 AQP2 AQP3 AQP4 AQP6 ATP6V0A4 ATP6V1B1 AVPR2 BCL2 BCR BMP4 BTC CD34 CHRNA3 CHRNB2 CHRNB4 CLCN5 CLCNKA CLCNKB CLDN4 CLN3 CORIN CORO2B CTNS CYP11B2 CYP4A11 CYP4F12 CYP4F2 DRD2 EDN1 EDNRA EDNRB EMP2 F2R F2RL1 GAS6 GJA5 GNAI2 GSN HAS2 HBB HNF1A HSD11B2 HYAL2 IGHA1 IGHA2 IGKV3-20 INPP5K ITGA3 JCHAIN KCNMA1 KCNQ1 KIRREL1 KLHL3 LGMN MAGED2 MCAM MLLT6 MYO1E MYO5B NHERF1 NPHS2 NPPB NPR1 NPR3 OIT3 OPRL1 OR51E2 OXSR1 PCSK5 PDGFB PKN1 PON3 PPP3CA PRKACA PRKACB PRKACG PRKRIP1 PTPRO REN RHOA RHPN2 RRM2B SCN11A SCNN1B SERPINF2 SGK1 SLC12A3 SLC15A2 SLC22A12 SLC22A6 SLC25A23 SLC4A1 SLC4A5 SLC5A1 SLC5A2 SLC6A18 SPX STC1 STK39 SUCNR1 SULF1 SULF2 TACR1 TBC1D8B TMEM63C TRPV1 TRPV5 UMOD WFS1 WNK4 XPNPEP3 GOBP_RENAL_SYSTEM_PROCESS_INVOLVED_IN_REGULATION_OF_BLOOD_VOLUME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RENAL_SYSTEM_PROCESS_INVOLVED_IN_REGULATION_OF_BLOOD_VOLUME ADORA1 CORO2B CYP11B2 CYP4A11 CYP4F12 CYP4F2 EMP2 F2R F2RL1 GAS6 GJA5 HSD11B2 PDGFB PTPRO GOBP_RENAL_SYSTEM_PROCESS_INVOLVED_IN_REGULATION_OF_SYSTEMIC_ARTERIAL_BLOOD_PRESSURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RENAL_SYSTEM_PROCESS_INVOLVED_IN_REGULATION_OF_SYSTEMIC_ARTERIAL_BLOOD_PRESSURE ADORA1 AGT AGTR1 AGTR2 CORO2B CYP11B2 CYP4A11 CYP4F12 CYP4F2 EDNRB EMP2 F2R F2RL1 GAS6 GJA5 HSD11B2 OR51E2 PCSK5 PDGFB PTPRO REN RHOA SERPINF2 SUCNR1 GOBP_RENAL_SYSTEM_VASCULATURE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RENAL_SYSTEM_VASCULATURE_DEVELOPMENT ACTA2 ANGPT1 ANGPT2 AQP1 BMP4 BMP7 CD34 CFLAR EDNRA EGR1 FOXC2 GPR4 HES1 IL6R ITGB3 MIR125A NOTCH1 NOTCH2 NOTCH3 NRP1 OSR1 PDGFA PDGFB PDGFD PDGFRA PDGFRB PECAM1 PKD2 SERPINB7 TCF21 TEK WT1 GOBP_RENAL_SYSTEM_VASCULATURE_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RENAL_SYSTEM_VASCULATURE_MORPHOGENESIS BMP4 NOTCH2 NOTCH3 NRP1 PDGFRA PDGFRB PKD2 TCF21 GOBP_RENAL_TUBULAR_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RENAL_TUBULAR_SECRETION ABCG2 AGT AGTR1 ATP6V0A4 ATP6V1B1 CLN3 CORIN DRD2 EDN1 EDNRB MLLT6 NHERF1 NPPB NPR1 SLC22A12 SLC22A6 SPX STC1 UMOD GOBP_RENAL_TUBULE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RENAL_TUBULE_DEVELOPMENT ACAT1 ADAMTS16 AGT AGTR2 AHI1 AQP1 AQP11 BCL2 BMP2 BMP4 CALB1 CD24 CITED1 COL4A1 CTNNB1 CTNNBIP1 CTNS DCHS1 DLG1 DLL1 EYA1 FGF1 FGF2 FGF8 FMN1 FOXD1 GATA3 GDNF GLI3 GPC3 GREB1L GREM1 GZF1 HES1 HES5 HEYL HNF1B HOXA11 HOXB7 HOXD11 HS2ST1 HS3ST3A1 HS3ST3B1 ILK IRX1 IRX2 IRX3 JAG1 KIF26B KLHL3 LAMA5 LGR4 LGR5 LHX1 LIF LZTS2 MAGED1 MEF2C MTSS1 MYC NOG NOTCH1 NOTCH2 NPNT OSR1 PAX2 PAX8 PBX1 PKD1 PKD2 POU3F3 PRICKLE1 PROM1 PTCH1 SALL1 SHH SIX1 SIX2 SIX4 SLC22A1 SLC22A6 SMAD4 SMO SOX8 SOX9 STAT1 TACSTD2 TCF21 TFAP2B TMEM59L TTC8 UMOD VEGFA WNK4 WNT1 WNT11 WNT2B WNT4 WNT6 WNT7B WNT9B WT1 WWTR1 YAP1 GOBP_RENAL_VESICLE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RENAL_VESICLE_DEVELOPMENT CTNNB1 FMN1 GDNF GREM1 KIF26B LHX1 LIF OSR1 PAX2 PAX8 SALL1 SIX2 SMO SOX8 SOX9 STAT1 WNT4 WNT9B GOBP_RENAL_VESICLE_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RENAL_VESICLE_FORMATION CTNNB1 FMN1 KIF26B SALL1 SMO SOX8 SOX9 WNT4 GOBP_RENAL_WATER_ABSORPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RENAL_WATER_ABSORPTION AQP1 AQP3 CTNS HAS2 HYAL2 MLLT6 GOBP_RENAL_WATER_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RENAL_WATER_HOMEOSTASIS ADCY6 AKAP11 AKR1B1 AQP1 AQP2 AQP3 AQP4 AQP6 ATP6V1B1 CTNS CYP11B2 CYP4A11 CYP4F12 CYP4F2 HAS2 HYAL2 INPP5K MLLT6 MYO5B PRKACA PRKACB PRKACG UMOD WFS1 GOBP_RENAL_WATER_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RENAL_WATER_TRANSPORT AQP1 AQP2 AQP3 AQP6 CTNS HAS2 HYAL2 INPP5K MLLT6 GOBP_REPLACEMENT_OSSIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REPLACEMENT_OSSIFICATION ALPL BMP4 BMP6 BPNT2 CBS COL13A1 COL1A1 COL2A1 CSGALNACT1 DLX5 ENSG00000274276 EXT1 FGF18 FGFR3 FOXC1 IFT80 INPPL1 MEF2C MEF2D MMP13 MMP14 MMP16 NAB1 NAB2 NPR2 PEX7 PHOSPHO1 RUNX2 SCX SMPD3 TEK TMEM119 GOBP_REPLICATION_BORN_DOUBLE_STRAND_BREAK_REPAIR_VIA_SISTER_CHROMATID_EXCHANGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REPLICATION_BORN_DOUBLE_STRAND_BREAK_REPAIR_VIA_SISTER_CHROMATID_EXCHANGE FANCB NIPBL RAD21 RAD21L1 RAD51 RECQL5 XRCC1 GOBP_REPLICATIVE_SENESCENCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REPLICATIVE_SENESCENCE ATM ATR CDKN1A CDKN2A CHEK1 CHEK2 CTC1 ERCC1 MIR21 MME PLA2R1 ROMO1 SERPINE1 TERT TP53 WNT16 WRN GOBP_REPRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REPRODUCTION A1CF A2M AAAS ABAT ABCC8 ABHD2 ACE ACE2 ACOD1 ACOX1 ACR ACRBP ACRV1 ACSBG2 ACSL4 ACTL7A ACTL9 ACTR2 ACTR3 ACVR1 ACVR1B ACVR1C ACVR2A ADA ADAD1 ADAD2 ADAM15 ADAM18 ADAM2 ADAM20 ADAM21 ADAM28 ADAM29 ADAM30 ADAM32 ADAMTS1 ADAMTS16 ADAMTS2 ADCY10 ADCY3 ADCY7 ADCYAP1 ADCYAP1R1 ADGB ADGRG1 ADGRG2 ADIG ADM ADNP ADRA2A ADRA2B AFF4 AFP AGFG1 AGO2 AGO4 AGRP AKAP3 AKAP4 AKR1C3 AKT1 ALDOA ALKBH5 ALOX15B ALPL AMBP AMH AMHR2 ANAPC1 ANAPC10 ANAPC11 ANAPC13 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 ANG ANGPT2 ANKLE1 ANKRD31 ANKRD49 ANTXR1 ANXA1 AP3B1 APELA APLF APOB APOL2 APP AR AREG ARHGDIB ARID4A ARID4B ARID5B ARMC12 ARMC2 ASB1 ASF1B ASH1L ASIP ASPM ASTL ASZ1 ATAT1 ATM ATN1 ATP1A4 ATP2B4 ATP7A ATP8B3 ATRX AURKA AURKC AVP AVPR1A AXDND1 AXIN1 AXL AZIN2 B4GALNT1 B4GALT1 BAG6 BAK1 BASP1 BAX BBS1 BBS2 BBS4 BCAP31 BCL2 BCL2L1 BCL2L10 BCL2L11 BCL2L2 BCL6 BIK BIRC3 BMAL1 BMP15 BMP4 BMP5 BMP6 BMP7 BMPR1A BMPR1B BMPR2 BNC1 BOK BOLL BPY2 BPY2B BPY2C BRCA2 BRD2 BRDT BRINP1 BRIP1 BRME1 BSG BSPH1 BTBD18 BUB3 C11orf80 C14orf39 C16orf92 C1QBP C1orf146 C2CD6 C3 C3orf62 C9orf24 C9orf78 CA12 CABS1 CABYR CACNA1H CAD CADM1 CALCA CALR CALR3 CAPN2 CASP2 CASP3 CASP8 CATSPER1 CATSPER2 CATSPER3 CATSPER4 CATSPERB CATSPERD CATSPERE CATSPERG CATSPERZ CBL CBS CBX2 CCDC136 CCDC182 CCDC34 CCDC38 CCDC39 CCDC40 CCDC42 CCDC62 CCDC63 CCDC87 CCIN CCNA1 CCNB1IP1 CCNB2 CCNB3 CCNE1 CCNE2 CCNI CCNY CCR6 CCT2 CCT3 CCT4 CCT5 CCT7 CCT8 CD38 CD46 CD9 CDC16 CDC20 CDC23 CDC25A CDC25B CDC25C CDC26 CDC27 CDK1 CDK16 CDK2 CDKL2 CDKN1B CDKN1C CDY1 CDY1B CDY2A CDY2B CDYL CEBPB CECR2 CELF1 CELF3 CELF4 CENPC CENPI CENPS CENPX CEP131 CEP57 CETN2 CFAP157 CFAP206 CFAP221 CFAP251 CFAP43 CFAP44 CFAP45 CFAP47 CFAP52 CFAP54 CFAP58 CFAP65 CFAP69 CFAP73 CFAP91 CFAP97 CFAP97D1 CFTR CGA CGB3 CGB7 CHD5 CHD7 CHFR CHRNA7 CIB1 CITED2 CKS2 CLDN11 CLDN4 CLGN CLIC4 CLIC5 CLOCK CLXN CNBD2 CNOT9 CNR1 CNTD1 CNTFR COL16A1 CORIN COX7B2 CREB3L4 CREM CRH CRHBP CRHR1 CRIP1 CRISP1 CRKL CRTAP CSDE1 CSF1 CSMD1 CSNK2A2 CT55 CTCF CTCFL CTDNEP1 CTNNA1 CTNNB1 CTSB CUL4A CXADR CYLC1 CYLC2 CYP17A1 CYP19A1 CYP1A1 CYP1B1 CYP26B1 CYP27B1 CYP7B1 DACH1 DACH2 DAZ1 DAZ2 DAZ3 DAZ4 DAZAP1 DAZL DBH DCAF13 DCANP1 DCST1 DCST2 DDB1 DDO DDR1 DDX20 DDX25 DDX3X DDX3Y DDX4 DEAF1 DEDD DEFB1 DEFB118 DEFB126 DHCR24 DHH DHX36 DHX37 DIAPH2 DKKL1 DLD DLEC1 DLG1 DMC1 DMRT1 DMRT2 DMRT3 DMRTA1 DMRTA2 DMRTB1 DMRTC2 DNAAF11 DNAAF6 DNAH1 DNAH11 DNAH5 DNAI1 DNAJA1 DNAJB6 DNAJC19 DND1 DNHD1 DNMT3A DNMT3L DPCD DPY19L2 DPY19L2P2 DRC7 DRD1 DRD5 DSG1 DSG2 DUSP1 DUSP13 DZIP1 E2F7 E2F8 EAF2 EDDM3A EDN1 EDNRA EDNRB EFCAB9 EGR1 EHMT2 EIF2B2 EIF2B4 EIF2B5 EIF2S2 EIF4G3 EIF4H EIF5A2 ELL3 ELSPBP1 EME1 EME2 EMP2 ENDOU ENKUR ENO4 ENSG00000274276 EOMES EPC1 EPN1 EPO EPOR EPPIN EPYC EQTN ERCC1 ERCC4 EREG ESPL1 ESR1 ETV5 ETV6 EXD1 EXO1 FAM170A FAM170B FAM209A FAM209B FAM50A FAM9A FAM9B FAM9C FANCA FANCC FANCD2 FANCG FANCL FANCM FBLN1 FBXO43 FBXO5 FBXW11 FCRL3 FCRL5 FEM1B FER FETUB FGF10 FGF8 FGF9 FGFR2 FIGLA FIGNL1 FKBP4 FKBP6 FLNA FMN2 FNDC3A FOLR1 FOLR2 FOLR3 FOS FOSB FOSL1 FOXA1 FOXA3 FOXC1 FOXF2 FOXJ1 FOXJ2 FOXJ3 FOXL2 FREY1 FRS2 FSHB FSHR FSIP2 FST FUT10 FUT6 FUT7 FXR1 FZD4 FZD5 FZR1 GABRB1 GAL3ST1 GALNT3 GALNTL5 GAMT GAPDHS GARIN1A GARIN1B GARIN2 GAS2 GAS8 GATA1 GATA3 GATA4 GATA6 GCM1 GDF10 GDF7 GDF9 GFRA1 GGN GGNBP1 GGNBP2 GGT1 GHRHR GHRL GHSR GIP GJA1 GJA10 GJB2 GJB3 GJB5 GK2 GLI1 GLIPR1L1 GLRA1 GLRB GMCL1 GMCL2 GNPDA1 GNRH1 GNRH2 GOLGA2 GORASP2 GPR149 GPR3 GPX4 GREB1L GRHL2 GTSF1 H1-1 H1-6 H1-7 H1-8 H1-9P H2AX H2BC1 H3-3A H3-3B HAND1 HAS2 HAVCR2 HDAC2 HECTD1 HERC2 HERC4 HERPUD2 HESX1 HEXA HEXB HFE HFM1 HMGB2 HMX3 HNF4A HOATZ HOOK1 HORMAD1 HORMAD2 HOXA10 HOXA11 HOXA13 HOXA9 HOXB13 HOXD10 HOXD13 HOXD9 HPGD HPGDS HROB HSD11B2 HSD17B3 HSD17B4 HSF2 HSF2BP HSPA1L HSPA2 HSPG2 HUS1 HUS1B HYAL3 ID4 IDH1 IDO1 IFT20 IFT25 IFT27 IFT81 IFTAP IGF1 IGF1R IGF2R IGFBP2 IGFBP5 IGFBP7 IGSF8 IHH IHO1 IL12B IL1A IL1B IMMP2L INCENP ING2 INHA INHBA INHBB INPP5B INSL3 INSR INSRR INTS1 INTS13 IQCF1 IQCG IQCN IRAG2 IRF2BPL IRX5 ITGA2 ITGA3 ITGA5 ITGB1 ITGB3 ITGB4 IZUMO1 IZUMO1R JAG1 JAG2 JAM2 JAM3 JUNB KASH5 KAT5 KATNAL1 KCNE1 KCNU1 KCTD19 KDM1B KDM2B KDM3A KDM5B KDR KHDRBS1 KIF18A KIF9 KISS1 KIT KITLG KLC3 KLF1 KLHDC3 KLHL10 KLK14 KMT2D KNL1 KPNA6 KRT19 KRT8 KRT9 LARGE1 LARP7 LCN6 LDHC LDOC1 LEP LEPR LFNG LGALS9 LGR4 LGR5 LHB LHCGR LHFPL2 LHX1 LHX8 LHX9 LIF LIMK2 LIN28A LIN9 LLCFC1 LNPEP LRGUK LRP2 LRRC52 LRRC8A LRRK2 LY6K LYZL4 LYZL6 LZTFL1 M1AP MAEL MAFF MAGED2 MAJIN MAK MAMLD1 MAP2K6 MAP3K4 MAPK15 MAPK8IP2 MARF1 MAS1 MAST2 MASTL MBD2 MCM8 MCM9 MCMDC2 MDFI MDK MEA1 MED1 MEI1 MEI4 MEIG1 MEIKIN MEIOB MEIOC MEIOSIN MERTK METTL14 METTL3 MFGE8 MFSD14A MGAT4D MIR15B MIR16-1 MIR21 MIR455 MKKS MKRN2 MLH1 MLH3 MMP14 MMP2 MMP23B MMP9 MND1 MNS1 MORC1 MORN2 MOS MOV10L1 MRE11 MROH2B MSH2 MSH4 MSH5 MSH6 MST1R MSTN MSX1 MSX2 MTNR1A MTOR MUS81 MYBL1 MYCBP MYCBPAP MYH9 MYOCD NANOS1 NANOS2 NANOS3 NASP NBN NCAPD2 NCAPD3 NCAPH NCAPH2 NCOA1 NCOA4 NCOR2 NDC1 NDC80 NDN NDP NDRG3 NECTIN2 NECTIN3 NEK2 NELL2 NEURL1 NEUROG1 NHLH2 NIPBL NKAPL NKX2-1 NKX3-1 NLRP14 NLRP5 NME5 NME8 NOBOX NODAL NOG NOS3 NOTCH1 NOX5 NPAP1 NPAS1 NPHP1 NPHP4 NPM2 NPPA NPPC NPR2 NPY5R NR0B1 NR2C2 NR2F2 NR3C1 NR5A1 NR6A1 NRIP1 NSUN2 NTRK1 NUDT1 NUF2 NUMA1 NUP107 NUPR1 OAZ3 OCA2 ODAD3 ODF1 ODF2 ODF3 ODF4 OOEP OOSP2 OPRK1 OPRL1 OR10J1 OR1D2 OR2H2 OR7C1 ORC4 OSBP2 OSGIN2 OSR1 OVCH2 OVGP1 OVOL1 OXTR P2RX1 P2RY1 P3H4 PACRG PAEP PAFAH1B1 PAFAH1B2 PAFAH1B3 PAIP2 PANK2 PANX1 PAPPA PAQR5 PAQR7 PAQR8 PARK7 PARN PARP1 PARP11 PARP2 PATZ1 PAX5 PBX1 PCGF3 PCGF5 PCNA PCSK4 PCSK5 PCYT1B PDE3A PDE5A PDGFRA PDILT PFN4 PGAM2 PGAM4 PGK2 PGM3 PGR PHB2 PHC2 PI3 PIAS1 PICK1 PIK3CA PITHD1 PIWIL1 PIWIL2 PIWIL3 PIWIL4 PKD1 PKDREJ PKMYT1 PLA2G10 PLA2G3 PLA2G4B PLA2G4C PLAG1 PLAT PLB1 PLCB1 PLCD4 PLCZ1 PLD6 PLEKHA1 PLK1 PLK4 PLN PLTP PMCH PMFBP1 PNLDC1 PNOC POLR1B POU4F2 PPARD PPP1CC PPP1R1B PPP1R9B PPP2CA PPP2R1A PPP3R2 PRDM1 PRDM14 PRDM7 PRDM9 PRDX3 PRDX4 PRKACA PRKACG PRKAG1 PRKDC PRKG1 PRL PRLHR PRLR PRM1 PRM2 PRM3 PRMT7 PRND PROK2 PRPS1L1 PRR19 PRSS21 PRSS37 PRSS42P PRSS55 PSAP PSAPL1 PSG1 PSG11 PSG2 PSG3 PSG4 PSG5 PSG6 PSG7 PSG9 PSMA8 PSMC3IP PSMD13 PSME4 PTAFR PTCH1 PTEN PTGDR PTGDR2 PTGDS PTGFR PTGS2 PTHLH PTK2B PTN PTPN11 PTPRN PTTG1 PTTG2 PTTG3P PTX3 PUM1 PYGO1 PYGO2 PZP QKI QRICH2 RAB13 RAB3A RACGAP1 RAD1 RAD21 RAD21L1 RAD23B RAD50 RAD51 RAD51AP1 RAD51B RAD51C RAD51D RAD54B RAD54L RAI14 RAN RARA RARG RB1 RBBP8 RBM46 RBM7 RBMY1B RBP4 RBPJ RBX1 RDH10 REC114 REC8 RECK REN RETN RFX2 RGN RGS2 RHBDD1 RHOBTB3 RIMBP3 RIMBP3B RIMBP3C RIMS1 RLN1 RLN2 RMI1 RNASE10 RNF114 RNF151 RNF17 RNF2 RNF212 RNF212B RNF38 RNF8 ROBO2 ROPN1 ROPN1B ROPN1L ROR2 ROS1 RPA1 RPL10L RPL29 RPL39L RPS6 RPS6KA2 RPS6KB1 RRM1 RSPH1 RSPH6A RUVBL1 RXFP1 RXFP2 SAFB2 SALL1 SBF1 SCAPER SCGB1A1 SCX SDC1 SEBOX SELENOF SELENOP SEMG1 SEMG2 SEPTIN1 SEPTIN12 SEPTIN14 SEPTIN2 SEPTIN4 SEPTIN6 SEPTIN7 SERPINA10 SERPINA5 SERPINB5 SERPINE2 SERPINF1 SETX SF1 SFMBT1 SFRP1 SFRP2 SGO1 SGO2 SGPL1 SHB SHCBP1L SHH SHISA6 SHOC1 SIAH1 SIRT1 SIRT2 SIRT7 SIX4 SIX5 SKIL SLC19A1 SLC19A2 SLC22A14 SLC22A16 SLC25A31 SLC26A3 SLC26A6 SLC26A8 SLC2A1 SLC2A14 SLC38A1 SLC38A2 SLC38A3 SLC4A2 SLC6A4 SLC9A8 SLC9B1 SLC9B2 SLC9C1 SLCO4C1 SLIRP SLIT2 SLIT3 SLX4 SMAD1 SMAD4 SMAD5 SMARCA2 SMARCC1 SMC1A SMC1B SMC2 SMC3 SMC4 SMCP SMURF2 SNAI1 SNRPA1 SNU13 SOD1 SOHLH1 SOHLH2 SORD SOS1 SOX15 SOX17 SOX3 SOX30 SOX8 SOX9 SP3 SPA17 SPACA1 SPACA3 SPACA4 SPACA5 SPACA5B SPACA6 SPACA7 SPACDR SPAG1 SPAG11B SPAG16 SPAG17 SPAG4 SPAG6 SPAG8 SPAM1 SPANXA1 SPANXA2 SPANXB1 SPATA16 SPATA17 SPATA19 SPATA2 SPATA20 SPATA22 SPATA24 SPATA25 SPATA31A1 SPATA31A3 SPATA31A5 SPATA31A6 SPATA31A7 SPATA31C1 SPATA31C2 SPATA31D1 SPATA31D3 SPATA31D4 SPATA31E1 SPATA32 SPATA46 SPATA48 SPATA5 SPATA6 SPATA6L SPATA9 SPATC1L SPDYA SPEF2 SPEM1 SPEM3 SPESP1 SPIN1 SPIN2A SPIN2B SPIN3 SPIN4 SPINK1 SPINK13 SPINK2 SPINT2 SPIRE1 SPIRE2 SPO11 SPOCD1 SPP1 SPPL2C SPTBN4 SRC SRD5A1 SRD5A2 SRPK1 SRY SSH2 SSTR1 SSTR2 SSTR3 SSX1 ST14 STAG2 STAG3 STAT3 STAT5B STAU1 STAU2 STC1 STC2 STK11 STK3 STK4 STOX2 STRA6 STRA8 STRBP STS STX2 STXBP1 SUFU SULF1 SUN1 SUN2 SUN5 SYCE1 SYCE1L SYCE2 SYCE3 SYCP1 SYCP2 SYCP2L SYCP3 SYDE1 SYNE1 SYT6 TAC1 TAC3 TAC4 TACR1 TACR2 TACR3 TAF1L TAF4 TAF4B TAF7L TAFAZZIN TBATA TBC1D20 TBC1D21 TBP TBPL1 TBX3 TCF21 TCF23 TCFL5 TCP1 TCP11 TCP11X1 TCTE1 TDRD1 TDRD12 TDRD5 TDRD6 TDRD7 TDRD9 TDRKH TDRP TEAD3 TEAD4 TEKT2 TEKT3 TEKT4 TERB1 TERB2 TERF1 TESC TESK1 TESK2 TESMIN TEX101 TEX11 TEX12 TEX14 TEX15 TEX19 TEX43 TFAP2C TFPT TGFB2 TGFB3 TGFBR1 TH THBD THEG THRA THRB TIAL1 TIFAB TIMP1 TIPARP TLE6 TLR3 TLR9 TMED2 TMEM119 TMEM203 TMEM95 TMF1 TMPRSS12 TNC TNFAIP6 TNFSF10 TNP1 TNP2 TOB2 TOP2A TOP2B TOP3A TOPAZ1 TP63 TPGS1 TPPP2 TPPP3 TRIM27 TRIM28 TRIM36 TRIM75 TRIP13 TRO TRPC3 TRPC6 TRPC7 TSGA10 TSNAX TSNAXIP1 TSPAN8 TSPY1 TSPY10 TSPY2 TSPY3 TSPY4 TSPY8 TSPY9 TSSK1B TSSK2 TSSK3 TSSK4 TSSK6 TTC12 TTC21A TTC26 TTK TTLL1 TTLL3 TTLL8 TTLL9 TUBA8 TUBB8 TUBG1 TUBG2 TUBGCP2 TUBGCP3 TUBGCP4 TUBGCP5 TUBGCP6 TUT4 TUT7 TXNDC2 TXNDC8 TXNRD3 TYRO3 UBAP2L UBB UBE2B UBE2J1 UBE2Q1 UBE3A UBR2 UBTFL1 UBXN8 UCHL1 UCN UCP2 UMODL1 UMPS UNC13B UNC5C UPF3A UPRT USP17L2 USP26 USP42 USP9X USP9Y UTF1 UTP14C VCX VDAC2 VDAC3 VDR VEGFA VGF VIP VIPAS39 VMP1 VPS13A VPS13B VPS54 WASHC5 WBP2NL WDR19 WDR33 WDR48 WDR77 WEE2 WFDC2 WIPF3 WNT2B WNT3 WNT4 WNT5A WNT7A WNT9B WT1 XKRY XRCC2 XRN2 YBX2 YBX3 YTHDC1 YTHDC2 YTHDF2 YTHDF3 YY1 ZAN ZAR1 ZAR1L ZBTB16 ZCWPW1 ZDBF2 ZFP41 ZFP42 ZFP57 ZFPM2 ZFX ZGLP1 ZMIZ1 ZMYND15 ZNF148 ZNF296 ZNF318 ZNF35 ZNF449 ZNF541 ZNF628 ZNF830 ZP1 ZP2 ZP3 ZP4 ZPBP ZPBP2 ZSCAN2 ZSCAN21 ZW10 GOBP_REPRODUCTIVE_BEHAVIOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REPRODUCTIVE_BEHAVIOR ABAT ACVR2A ADA APP AVP AVPR1A BRINP1 CNR1 DBH DDO DMRTA1 DRD1 DRD5 EDDM3A EDNRB HDAC2 HEXB KLK14 MAPK8IP2 MBD2 MTNR1A NCOA1 NHLH2 NPAS1 NR3C1 OPRK1 OXTR P2RX1 P2RY1 PI3 PPP1R1B PPP1R9B SEMG1 SERPINE2 SLC6A4 TAC1 TACR1 TH THRA THRB UBE2Q1 VIP ZFX GOBP_REPRODUCTIVE_SYSTEM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REPRODUCTIVE_SYSTEM_DEVELOPMENT A2M ACE ACVR2A ADAM15 ADAM18 ADAM2 ADAM20 ADAM21 ADAM29 ADAM30 ADAM32 ADAMTS1 ADGRG1 AFP AGO4 AKR1C3 ALOX15B AMH AMHR2 ANG ANXA1 AR ARID4A ARID4B ARID5B ASB1 ASH1L ASPM ATM ATN1 ATRX AXL BAK1 BASP1 BAX BCL2 BCL2L1 BCL2L11 BCL2L2 BIK BMP4 BMP5 BMP6 BMP7 BMPR1B BOK BRCA2 BRIP1 C3 CASP2 CASP3 CBL CCDC182 CDKN1B CDKN1C CEBPB CGA CHD7 CITED2 CRIP1 CRKL CSDE1 CSMD1 CTNNA1 CTNNB1 CYP19A1 CYP1B1 CYP7B1 DCANP1 DHCR24 DHH DHX37 DLG1 DMC1 DMRT1 DMRTA1 DNAAF11 DNAJC19 EAF2 EIF2B2 EIF2B4 EIF2B5 EIF2S2 ERCC1 EREG ESR1 FANCA FANCG FEM1B FER FGF10 FGF8 FGF9 FGFR2 FKBP4 FLNA FNDC3A FOXA1 FOXC1 FOXF2 FOXL2 FRS2 FSHB FSHR FST FZD4 GAS2 GATA1 GATA3 GATA4 GATA6 GDF7 GDF9 GFRA1 GLI1 GNRH1 GPR149 GREB1L H3-3A H3-3B HESX1 HMGB2 HOXA10 HOXA11 HOXA13 HOXA9 HOXB13 HOXD13 HSD17B3 HSD17B4 HYAL3 ID4 IDH1 IL1A IMMP2L ING2 INHA INHBA INHBB INSL3 INSR IRX5 KCNE1 KDM5B KDR KIF18A KIT KITLG KLHL10 LEP LFNG LGR4 LHB LHCGR LHX1 LHX8 LHX9 LRP2 MAMLD1 MAS1 MEA1 MERTK MKKS MMP14 MMP2 MSH2 MSH4 MYOCD NASP NCOA1 NCOA4 NEUROG1 NHLH2 NIPBL NKX2-1 NKX3-1 NOG NOS3 NOTCH1 NPPC NPR2 NR0B1 NR2F2 NR5A1 NRIP1 NTRK1 NUDT1 NUP107 NUPR1 OSR1 PATZ1 PCYT1B PDGFRA PGR PKD1 PLAG1 PLEKHA1 PLEKHA5 PPP1R9B PRDX4 PRKACG PRLR PRPS1L1 PSAP PSAPL1 PTCH1 PTPN11 PTPRN PTX3 RAB13 RARA RARG RBMY1B RBP4 RDH10 REC8 REN RETN RHOBTB3 RNF38 ROBO2 ROR2 RRM1 RXFP2 SAFB2 SALL1 SCAPER SCX SDC1 SERPINB5 SERPINE2 SERPINF1 SF1 SFRP1 SFRP2 SGPL1 SHH SIRT1 SIX4 SLIT2 SLIT3 SMAD4 SMARCC1 SOD1 SOX15 SOX8 SOX9 SPATA2 SPATA22 SPO11 SRC SRD5A1 SRD5A2 SRY STAT5B STK11 STRA6 SULF1 SYCP2 TAF4 TBC1D20 TBX3 TCF21 TESC TEX11 TEX19 TFAP2C TFPT TGFB2 TGFBR1 TIFAB TIPARP TLR3 TLR9 TMF1 TNC TNFAIP6 TNFSF10 TP63 TSPY1 TSPY10 TSPY2 TSPY3 TSPY4 TSPY8 TSPY9 TYRO3 UBB UBE2Q1 UBE3A UMODL1 UTF1 VEGFA VGF WDR19 WDR48 WDR77 WNT2B WNT4 WNT5A WNT7A WNT9B WT1 YBX3 ZFP42 ZFPM2 ZFX ZNF830 ZP3 GOBP_RESCUE_OF_STALLED_RIBOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESCUE_OF_STALLED_RIBOSOME ABCE1 ANKZF1 ASCC2 ASCC3 EIF4E2 ELAC1 GCN1 GIGYF2 HBS1L KLHDC10 LTN1 MRPL58 MTRES1 MTRFR NEMF PELO PTRH1 RACK1 RCHY1 RNF14 RNF25 SKIC2 SKIC3 SKIC8 TCF25 TRIP4 TRNT1 USP10 ZNF598 GOBP_RESOLUTION_OF_MEIOTIC_RECOMBINATION_INTERMEDIATES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESOLUTION_OF_MEIOTIC_RECOMBINATION_INTERMEDIATES ANKLE1 CENPS CENPX EME1 EME2 ERCC4 FANCM HFM1 MEIOB MLH1 MUS81 RMI1 SHOC1 SLX4 TEX11 TOP2A TOP2B GOBP_RESOLUTION_OF_RECOMBINATION_INTERMEDIATES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESOLUTION_OF_RECOMBINATION_INTERMEDIATES BLM GEN1 RMI1 RMI2 TOP3A XRCC3 GOBP_RESPIRATORY_BURST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPIRATORY_BURST BCR CAMK1D CD24 CD52 CD55 CLEC7A CYBA CYBB CYBC1 DUSP10 GRN HCK IGHA1 IGHA2 INS INSR JCHAIN LBP LIPA MPO NCF1 NCF1B NCF1C NCF2 NCF4 NOX1 NOXA1 NOXO1 PGAM1 PIK3CD PIK3CG PRDX2 RAC1 RAC2 RAC3 RPS19 SELENOK SLAMF8 SLC11A1 TREM2 GOBP_RESPIRATORY_BURST_INVOLVED_IN_DEFENSE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPIRATORY_BURST_INVOLVED_IN_DEFENSE_RESPONSE CYBC1 DUSP10 GRN HCK INS LBP LIPA MPO NCF1 PIK3CD PIK3CG PRDX2 RPS19 SELENOK SLAMF8 TREM2 GOBP_RESPIRATORY_BURST_INVOLVED_IN_INFLAMMATORY_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPIRATORY_BURST_INVOLVED_IN_INFLAMMATORY_RESPONSE DUSP10 GRN INS LBP LIPA NCF1 PRDX2 RPS19 SLAMF8 GOBP_RESPIRATORY_CHAIN_COMPLEX_III_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPIRATORY_CHAIN_COMPLEX_III_ASSEMBLY BCS1L LYRM7 SLC25A33 STMP1 TTC19 UQCC1 UQCC2 UQCC3 UQCC4 UQCC5 UQCC6 UQCRFS1 GOBP_RESPIRATORY_CHAIN_COMPLEX_IV_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPIRATORY_CHAIN_COMPLEX_IV_ASSEMBLY BCS1L COA1 COA3 COA4 COA5 COA6 COA8 COX10 COX14 COX15 COX16 COX17 COX18 COX19 COX20 FASTKD3 MT-CO3 PET100 PET117 SCO1 SCO2 SLC25A46 SMIM20 STMP1 SURF1 TACO1 TIMM21 TMEM223 UQCC5 UQCC6 GOBP_RESPIRATORY_ELECTRON_TRANSPORT_CHAIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPIRATORY_ELECTRON_TRANSPORT_CHAIN AFG1L AIFM2 BID CCNB1 CDK1 CHCHD2 COA6 COQ9 COX15 COX4I1 COX4I2 COX5A COX5B COX6A1 COX6A2 COX6B1 COX6C COX7A1 COX7A2 COX7A2L COX7A2P2 COX7B COX7B2 COX7C COX8A COX8C CYC1 CYCS DGUOK DLD DNAJC15 ETFA ETFB ETFDH ETFRF1 GBA1 GHITM GPD1 GPD2 IMMP2L ISCU MIR210 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MTCO2P12 MYBBP1A NDUFA1 NDUFA10 NDUFA12 NDUFA2 NDUFA3 NDUFA4 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFAF1 NDUFB1 NDUFB10 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFC2-KCTD14 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 PARK7 PINK1 PLEC POLG2 PPARGC1A PUM2 SCO2 SDHA SDHAF2 SDHB SDHC SDHD SLC25A12 SLC25A13 SLC25A18 SLC25A22 SLC25A51 SNCA SOD2 TAFAZZIN UQCC3 UQCR10 UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRFS1P1 UQCRH UQCRHL UQCRQ VPS54 GOBP_RESPIRATORY_GASEOUS_EXCHANGE_BY_RESPIRATORY_SYSTEM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPIRATORY_GASEOUS_EXCHANGE_BY_RESPIRATORY_SYSTEM ADH5 ADORA1 AP3B1 ATP1A2 BPGM CCBE1 CFAP221 CFAP43 CFAP54 CHST11 COX15 COX5B CSF2RB CYSLTR1 DACH1 DNAH9 ECEL1 EDN1 EDNRA ELN FLT4 FTO FUT8 GAA GLRA1 GLS GRP GRPR GSX2 HIPK2 HNMT HOXA5 JAG2 MAFB MAN1A2 MAN2A1 MECP2 MTG1 MTG2 NDN NDST1 NDUFA12 NEK10 NLGN2 NLGN3 NMB NMBR NR4A2 NTSR1 ODAD4 PASK PBX3 PHOX2A PHOX2B RAB3A SELENON SFTPA1 SFTPA2 SFTPB SFTPC SFTPD SLC5A3 SPAG16 STK40 TAS2R4 TCF15 TLX3 TMPRSS11D TNNC1 TRAF4 TSHZ3 TTLL1 UCP3 ZFAND5 GOBP_RESPIRATORY_SYSTEM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPIRATORY_SYSTEM_DEVELOPMENT ABCA12 ABCA3 ACE ACVR2B ADA ADAMTS2 ADAMTSL2 AGR2 AIMP2 ALDH1A2 ALDH1A3 AP3B1 ASCL1 ASS1 ASXL1 ATP7A ATXN1L BAG6 BASP1 BMP2 BMP4 BMPR1A BMPR2 CCBE1 CCDC39 CCDC40 CCN2 CDC42 CEBPA CELSR1 CHD7 CHI3L1 CLCN2 COL3A1 CREB1 CRH CRISPLD2 CTNNB1 CTSH CTSZ CYP1A2 DAG1 DISP1 DLG5 DLX5 DNAAF1 DPPA4 EDA EDN2 EIF4G1 ELK1 EP300 EPAS1 ERRFI1 ESRP2 EXT1 FBXW7 FGF1 FGF10 FGF18 FGF2 FGF7 FGF8 FGF9 FGFR2 FGFRL1 FLT4 FOSL2 FOXA1 FOXF1 FOXJ1 GATA6 GLI1 GLI2 GLI3 GNG8 GPC3 GRHL2 HEG1 HES1 HESX1 HHIP HIKESHI HIPK2 HMGCS2 HOPX HOXA5 HS6ST1 HSD11B1 HYDIN IFT25 IGFBP5 IL13 ITGA3 ITGB6 JMJD6 KDR KLF2 KRAS LAMA1 LAMA5 LEF1 LHX3 LIF LIPA LOX LOXL3 LTA4H LTBP3 MAN1A2 MAN2A1 MAP2K1 MAP2K2 MAPK1 MAPK3 MECP2 MIR17HG MME MMP12 MMP14 MSC MSX1 MYOCD NFIB NKIRAS1 NKIRAS2 NKX2-1 NKX2-8 NODAL NOG NOS3 NOTCH1 NPHP3 ODAD4 PDGFA PDGFRA PDPN PGR PHEX PHF14 PHOX2B PKD1 PKDCC PLOD3 PPP1CA PPP3R1 PROX1 PTGES3 PTK7 RAB3A RARA RARG RBBP9 RBP4 RBPJ RC3H2 RCN3 RDH10 RPGRIP1L RPL13A RSPO2 RXFP1 SAV1 SEC24B SELENON SFTPD SHH SIM2 SIX1 SIX4 SKI SLC23A1 SLC7A11 SMAD2 SMCHD1 SMPD3 SOX11 SOX9 SP3 SPDEF SPEF2 SPRY1 SPRY2 SREBF1 SRF SRSF6 STK40 STRA6 TAB1 TBX2 TBX4 TBX5 TCF21 TGFB3 TGFBR2 THRA THRB TIMELESS TMEM38B TNC TNF TP73 TULP3 VEGFA WDPCP WNT11 WNT2 WNT2B WNT5A WNT7B WT1 YAP1 ZFPM2 ZIC3 GOBP_RESPIRATORY_SYSTEM_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPIRATORY_SYSTEM_PROCESS ADH5 ADORA1 AP3B1 ATP1A2 CCBE1 CFAP221 CFAP43 CFAP54 DNAH9 ECEL1 FLT4 FTO GAA GLRA1 GLS GSX2 HIPK2 HOXA5 JAG2 MECP2 MTG1 MTG2 NDN NEK10 NLGN2 NLGN3 ODAD4 PBX3 PHOX2B RAB3A SELENON SPAG16 STK40 TCF15 TLX3 TNNC1 TSHZ3 TTLL1 ZFAND5 GOBP_RESPONSE_TO_2_3_7_8_TETRACHLORODIBENZODIOXINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_2_3_7_8_TETRACHLORODIBENZODIOXINE AHR F7 PDE2A SLC46A3 TIPARP GOBP_RESPONSE_TO_ABIOTIC_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_ABIOTIC_STIMULUS AANAT ABAT ABCA4 ABCA7 ABCB1 ABCC8 ABCG5 ABHD12 ABRAXAS1 ACAA2 ACADM ACADVL ACE ACER1 ACOT11 ACTA1 ACTR5 ACVRL1 ADA ADAM15 ADAM17 ADAM2 ADAM8 ADGRV1 ADIPOQ ADM ADO ADORA1 ADRB1 ADRB2 ADRB3 ADSL ADSS1 ADSS2 AEN AGER AGRP AGTRAP AIFM1 AIPL1 AJUBA AK4 AKAP12 AKAP9 AKR1B1 AKT1 AKT2 ALAD ALAS2 ALDH18A1 ALKBH5 ANG ANGPT2 ANGPT4 ANGPTL4 ANKRD1 ANKRD23 ANO1 ANO3 ANXA1 APAF1 APOBEC1 APP APPL2 AQP1 AQP10 AQP2 AQP3 AQP5 ARHGEF2 ARNT ARNT2 ARSB ASCL1 ASCL2 ASIC1 ASIC2 ASIC3 ATAT1 ATF2 ATF4 ATG7 ATM ATOH7 ATP1A2 ATP2B4 ATP6AP1 ATP6V0A2 ATP6V0D1 ATP6V1A ATP6V1G1 ATP7A ATP8A2 ATR ATXN3 AURKB AVPR1A B3GAT1 B4GALT2 BABAM1 BABAM2 BACE1 BAD BAG3 BAK1 BARD1 BAX BCL10 BCL2 BCL2L1 BCL3 BDKRB1 BDKRB2 BECN1 BEST1 BGLAP BHLHE40 BIRC2 BLM BMF BMP2 BMP6 BMP7 BNIP2 BNIP3 BNIP3L BRAF BRAT1 BRCA1 BRCA2 BRCC3 BRD1 BRIP1 BRSK1 BTG2 CA9 CAB39 CABP4 CACNA1F CACNA2D4 CACNB4 CALCA CALR CAMKMT CAPN2 CAPN3 CASP1 CASP2 CASP3 CASP5 CASP7 CASP8 CASP8AP2 CASP9 CASQ1 CASR CAT CAV1 CAV3 CBFA2T3 CBL CBS CCAR2 CCDC115 CCDC66 CCL11 CCNA2 CCND1 CCND2 CCNG1 CD14 CD24 CD38 CD40 CDC25A CDH2 CDH8 CDK5 CDKN1A CDKN1B CDKN2D CDS1 CEP250 CERS1 CETN1 CFLAR CHCHD2 CHEK1 CHEK2 CHI3L1 CHORDC1 CHP1 CHRNA10 CHRNA4 CHRNA7 CHRNA9 CHRNB2 CIAO3 CIDEA CIRBP CITED2 CLCA1 CLCN6 CLDN3 CLK2 CLN3 CLOCK CLPB CNGB1 CNN2 CNTNAP2 COL11A1 COL18A1 COL1A1 COL3A1 COP1 COPS3 COPS9 CPEB1 CPEB2 CPEB4 CPT1B CRADD CRB1 CREBBP CRIP1 CRNN CRTC1 CRY1 CRY2 CRYAA CRYAB CSRP3 CTNNB1 CTNS CTSS CUL4A CUL4B CXCL10 CXCL12 CXCR4 CYB5R4 CYBB CYFIP1 CYGB CYP1A1 CYP2R1 CYSLTR1 DAG1 DAXX DBH DCANP1 DCLRE1C DCT DCUN1D3 DDAH1 DDB1 DDB2 DDHD2 DDIT4 DDR2 DDX3X DHX36 DIO3 DISC1 DMD DNAJA1 DNAJA2 DNAJA3 DNAJA4 DNAJB1 DNAJB4 DNAJB6 DNAJC2 DNAJC3 DNAJC7 DNMT3A DPP4 DRD1 DRD2 DRD3 DRGX DTL DYNLRB1 ECT2 EDN1 EDNRA EEF1D EEF2K EFHD1 EGFR EGLN1 EGLN2 EGLN3 EGR1 EIF2AK3 EIF2AK4 EIF2B1 EIF2B2 EIF2B3 EIF2B4 EIF2B5 EIF2S1 ELANE ELK1 ELOVL4 ENG ENO1 ENSG00000274276 ENSG00000290147 EP300 EPAS1 EPHA4 EPHB1 EPO ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ERO1A ETV1 EXT1 EYA1 EYA3 EYS F11R F7 FABP1 FADD FAM162A FANCD2 FANCG FAS FBP1 FBXL17 FBXL21P FBXL3 FBXO4 FECH FEN1 FGF1 FGF16 FGF2 FGFR2 FIGNL1 FKBPL FMN2 FOS FOSB FOSL1 FOSL2 FOXB1 FOXO1 FUNDC1 FYN FZD3 FZD4 GADD45A GATA3 GATA4 GATA6 GBA1 GCLC GDF5 GHR GHRL GIP GJA10 GJB6 GLRX2 GMPR GNA11 GNAQ GNAT1 GNAT2 GNB5 GNGT1 GNGT2 GPI GPLD1 GPR151 GPR31 GPR4 GPR52 GPR65 GPR68 GPR88 GPX1 GRB2 GRIA1 GRIK2 GRIN1 GRIN2A GRK1 GRK4 GRK7 GRM1 GRM6 GSK3B GSN GTF2H2 GTF2H5 GUCA1A GUCY1A1 GUCY1A2 GUCY1B1 GUCY2D GUCY2F H2AC25 H2AX HABP4 HDAC2 HIF1A HIF3A HIKESHI HILPDA HIPK2 HK2 HMGCR HMGCS2 HMGN1 HMOX1 HMOX2 HNRNPD HOXA1 HP1BP3 HPCA HPN HRAS HRH1 HSBP1 HSBP1L1 HSD11B2 HSF1 HSP90AA1 HSP90AA2P HSP90AA4P HSP90AB1 HSP90AB2P HSP90AB3P HSP90AB4P HSP90B1 HSPA1A HSPA1B HSPA2 HSPA6 HSPB1 HSPB2 HSPB6 HSPD1 HSPG2 HTR1B HTR2A HTR2B HTRA2 HTT HUS1 HVCN1 HYAL1 HYAL2 HYAL3 HYOU1 ICOSLG ID2 IER5 IFI16 IFT20 IGF1 IGF1R IGFBP2 IHH IKBIP IL12A IL12B IL13 IL1A IL1B IL33 INIP INO80 INSRR INTS3 INTS7 IRAK1 IRF1 ITGA2 ITGB1 ITGB3 ITGB6 ITPR1 ITPR2 IVL JUP KARS1 KAT5 KCNA1 KCNA5 KCNC1 KCNC2 KCND2 KCNE1 KCNJ11 KCNJ2 KCNJ3 KCNJ8 KCNK18 KCNK2 KCNK3 KCNK4 KCNMA1 KCNMB1 KCNQ1 KCNQ3 KDM1A KDM4D KIAA0319 KIT KMO KMT2A KMT2C KRAS KRT5 KRT8 LARGE1 LEP LETM1 LGMN LHFPL5 LIF LIG4 LIMD1 LIPA LMNA LONP1 LOXL2 LPAR1 LRP11 LRRC8A LRRC8C LRRC8D LRRC8E LRRN4 LTA LTBR LXN LYN MAG MALAT1 MAP1B MAP2K4 MAP2K7 MAP3K1 MAP3K14 MAP3K2 MAP3K20 MAP3K4 MAP3K7 MAP4K3 MAP7 MAPK10 MAPK11 MAPK13 MAPK14 MAPK3 MAPK8 MAPKAPK2 MAPT MARVELD3 MB MBD2 MC1R MCOLN1 MDK MDM2 MDM4 MECP2 MEIS2 MEN1 METRNL METTL3 MFAP4 MGARP MICA MICB MICU1 MIEF1 MIR106B MIR126 MIR140 MIR145 MIR146A MIR17 MIR20A MIR21 MIR210 MIR214 MIR34A MIR448 MIR762 MKKS MLC1 MLST8 MME MMP1 MMP14 MMP2 MMP24 MMP3 MMP9 MPL MPO MRNIP MSH2 MSH6 MSTN MT-ATP6 MT-CO1 MT-ND3 MT-ND4 MT-ND5 MT3 MTA1 MTHFR MTOR MTPN MYB MYC MYD88 MYLK MYO15A MYOCD MYOD1 MYOG N4BP1 NABP1 NABP2 NDNF NDP NDRG1 NDRG4 NDUFS2 NEDD4 NET1 NETO1 NEUROD2 NEUROG1 NF1 NFAT5 NFATC4 NFE2L2 NFKB1 NFKBIA NGB NGFR NHEJ1 NIPBL NKX3-1 NLK NLRP1 NLRP3 NMT1 NMT2 NOC2L NOG NOL3 NONO NOP53 NOS1 NOS2 NOS3 NOTCH1 NOX1 NOX3 NPEPPS NPFFR2 NPHP1 NPHP4 NPM1 NPPA NPPC NPS NQO1 NR2E3 NR2F6 NR4A1 NR4A2 NRXN1 NRXN2 NSMCE3 NSMF NTRK1 NTSR1 NUCKS1 OGG1 OPN1LW OPN1MW OPN1MW2 OPN1MW3 OPN1SW OPN3 OPN4 OPN5 OPRD1 OTOP1 OXSR1 OXTR P2RX2 P2RX3 P2RX7 P2RY1 P4HB PALM PAPPA2 PARP1 PARP2 PAXIP1 PBK PCK1 PCLAF PCNA PCSK1N PDC PDCD6 PDE1B PDE2A PDE6B PDE6C PDE8B PDK1 PDK3 PDLIM1 PDPK1 PDPN PDZD7 PENK PER1 PER2 PER3 PGF PGK1 PHB2 PHF24 PIAS1 PICK1 PIERCE1 PIEZO1 PIEZO2 PIK3CA PIK3CB PIK3R1 PIN1 PINK1 PIRT PITPNM1 PJVK PKD1 PKD1L1 PKD1L2 PKD1L3 PKD2 PKD2L1 PKD2L2 PKDREJ PKLR PKN1 PLAC8 PLAT PLAU PLEC PLEKHB1 PLEKHN1 PLIN1 PLK3 PLOD1 PLOD2 PMAIP1 PML PNKP POLA1 POLB POLD1 POLD3 POLH POLK POSTN POU4F2 PPARA PPARD PPARG PPID PPL PPM1D PPP1CA PPP1CB PPP1CC PPP1R1B PRAP1 PRDM12 PRICKLE1 PRIMPOL PRKAA1 PRKACA PRKCD PRKCE PRKDC PRPH2 PSEN2 PSIP1 PSPH PTAFR PTCH1 PTEN PTGER4 PTGIS PTGS2 PTK2 PTK2B PTN PTPRC PTPRK PYCARD RAB11B RAB11FIP5 RAB3A RAD1 RAD21 RAD51 RAD51AP1 RAD54B RAD54L RAD9A RAD9B RAF1 RAG1 RBBP7 RBM4 RBM4B RBPJ RBX1 RCSD1 RCVRN RDH11 RDH13 REEP6 RELA RELB REST RETN REV1 RFWD3 RGCC RGR RGS14 RGS9 RGS9BP RHBDD1 RHNO1 RHO RHOB RIC8A RNF168 RNF34 RNF8 RO60 ROCK2 ROM1 RORA RP1 RPE65 RPL26 RPS6KB1 RPTOR RRH RRM1 RS1 RUVBL2 RWDD3 RYR1 RYR2 SAG SAXO1 SCAP SCARA3 SCARA5 SCEL SCFD1 SCN11A SCN1A SCN2A SCN2B SCN9A SCNN1A SCNN1B SCNN1D SCNN1G SCX SDE2 SDF4 SDHD SEMA5B SERPINB13 SERPINB6 SERPINE2 SERPINF1 SFRP1 SFRP2 SHANK3 SIK1 SIPA1 SIRT1 SIRT2 SIRT4 SIRT6 SLC11A2 SLC12A2 SLC12A5 SLC12A6 SLC1A1 SLC1A2 SLC1A3 SLC24A1 SLC24A4 SLC25A23 SLC25A27 SLC26A5 SLC27A1 SLC29A1 SLC2A1 SLC2A4 SLC2A8 SLC38A2 SLC38A3 SLC39A12 SLC4A10 SLC4A11 SLC52A3 SLC6A4 SLC7A11 SLC7A5 SLC8A1 SLC8A3 SLC9A1 SLITRK6 SLU7 SMAD3 SMAD4 SMC1A SMPD1 SNAI2 SOD1 SOD2 SOD3 SOST SOX2 SOX4 SOX9 SPIDR SPRTN SRC SRF SST ST20 ST8SIA1 STAC STAT1 STC1 STC2 STK11 STK39 STOX1 STRA6 STRBP STRC STUB1 SUMO1 SUN1 SUV39H1 SUV39H2 SWI5 SYNE1 SYNGAP1 TAC1 TACR1 TACR2 TAF1 TAFA2 TANC1 TANK TBL2 TCAP TCIM TEK TERC TERT TFEC TFRC TGFB1 TGFB2 TGFB3 TGFBR3 TH THBD THBS1 THRA TICRR TIFAB TIGAR TIMELESS TIMP1 TIPIN TLK2 TLR2 TLR3 TLR4 TLR5 TLR7 TLR8 TM9SF4 TMBIM6 TMC1 TMC2 TMEM109 TMEM120A TMEM135 TMEM150C TMEM161A TMEM199 TMEM87A TNC TNF TNFRSF10A TNFRSF10B TNFRSF11A TNFRSF1A TNFRSF8 TNFSF14 TNKS1BP1 TOPBP1 TP53 TP53BP1 TP53I13 TP53INP1 TPR TREM2 TREX1 TRIAP1 TRIM32 TRIM63 TRPA1 TRPC3 TRPM1 TRPM2 TRPM8 TRPV1 TRPV2 TRPV3 TRPV4 TSC1 TSC22D2 TSC22D3 TSC22D4 TSPO TSPYL5 TTC36 TTN TUBA1A TULP1 TWIST1 TXN TXN2 TXNIP TXNRD2 TYR UBE2A UBE2B UBE4B UBQLN1 UCN UCN3 UCP1 UCP2 UCP3 UIMC1 UMOD UNC119 USF1 USP1 USP15 USP19 USP2 USP28 USP47 USP53 UVSSA VASN VCAM1 VCP VEGFA VEGFB VEGFC VEGFD VGF VHL WDR47 WDR83 WHRN WNK1 WNK3 WNT11 WRN WTIP XPA XPC XRCC1 XRCC2 XRCC4 XRCC5 XRCC6 XRRA1 YAP1 YBX3 YWHAE YY1 ZBTB1 ZEB2 ZFAND1 ZFP36L1 ZMPSTE24 ZNF516 ZRANB3 GOBP_RESPONSE_TO_ACETYLCHOLINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_ACETYLCHOLINE ACHE AGRN ATP2B4 CDK5R1 CHRM1 CHRM2 CHRM3 CHRM4 CHRM5 CHRNA2 CHRNA3 CHRNA7 CHRNB2 CHRND CRKL EDNRA GNA11 GNA15 GNAI2 GNAQ GNB1 GRK2 HRH3 HRH4 ITPR1 LARGE1 LY6G6D LY6H LYPD1 OPRM1 PLCB1 PRKCB RGS10 RGS8 ROCK2 SLURP2 TSPO GOBP_RESPONSE_TO_ACIDIC_PH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_ACIDIC_PH AQP10 ASIC1 ASIC2 ASIC3 CHP1 CTSS GIP GPR151 GPR31 GPR4 GPR65 KCNE1 LGMN NOX1 PCK1 PKD1L3 PKD2L1 RAB11B RAB11FIP5 SCNN1A SCNN1B SCNN1D SCNN1G SERPINF1 SLC38A3 SLC9A1 SRC SST TRPV1 GOBP_RESPONSE_TO_ACID_CHEMICAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_ACID_CHEMICAL AIFM1 ALAD AMIGO1 AQP2 ASS1 ATP2B4 ATP7A AVPR1A BAIAP2 BCL11A BCL2 BCL2L1 BCL2L2 BMT2 CAPN2 CASP3 CASTOR1 CASTOR2 CASTOR3P CDKN1B CDO1 CEBPB CHUK COL16A1 COL18A1 COL1A1 COL1A2 COL3A1 COL4A1 COL4A6 COL5A2 COL6A1 CPEB1 CPEB3 CPEB4 CPS1 CRLS1 CUL3 CYBB DNMT1 DNMT3A EDN1 EGFR EIF2S1 EP300 F7 FGF21 FYN GCLC GCLM GDF10 GHSR GIP GLRA1 GLRA2 GLRA3 GPRC6A GRIA1 GRIN1 HMGCS2 HNRNPD HPCA HSF1 IGF1R IPO5 KCNB1 KLF2 KLHL22 KRT8 LAMTOR1 LAMTOR2 LAMTOR3 LAMTOR4 LAMTOR5 LARS1 LRP11 LYN MEAK7 MIR224 MIR342 MIR421 MIR455 MIR545 MIR762 MIR92A1 MIR95 MMP2 MTHFR MTOR MYD88 NEURL1 NQO1 NSMF NTRK1 NTRK2 PCK1 PCNA PDGFC PDGFD PDGFRA PDX1 PIK3CA PKD2 PKD2L1 PLEC PNPLA3 PPP1R9B RBX1 RELA RPS6KB1 RPTOR RRAGA RRAGB RRAGC RRAGD SESN1 SESN2 SESN3 SH3BP4 SIPA1 SIX1 SLC1A2 SLC38A9 SLC7A5 SOCS1 SPAAR SST STAMBPL1 TAF9 TMBIM6 TNF TOMM20 TOMM70 TUBA1A UBR1 UBR2 UFL1 UMOD VEGFA XBP1 ZEB1 GOBP_RESPONSE_TO_ACTINOMYCIN_D https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_ACTINOMYCIN_D GFER KAT7 MDM2 RPL23 TP53 GOBP_RESPONSE_TO_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_ACTIVITY ABCG5 ABCG8 ADIPOQ ADSL ADSS1 AGT ALAD ANGPT2 ATP5F1A BGLAP BMP6 CAB39 CAPN3 CAT CBL CDK1 COL4A2 CRY1 CRY2 CXCR4 DAG1 EDN1 FGF21 FNDC5 FOS GCG GCLC GCLM HADH HDAC5 HIF1A HSF1 IL10 IL6 ITGA2 ITGB3 KDM6B KL LEP MAS1 METRNL MIR762 MMP2 MSTN MYOG NFATC1 PCK1 PERM1 PHOX2B PIK3CA POSTN PPARGC1A PRKAA1 PRKAA2 PRKAG3 RYR2 SCO2 SELENON SLC25A25 SLC38A2 SLC7A5 SMTNL1 SOD2 SRD5A1 STK11 TH TNF TNS2 TOMM20 UCP3 UQCRC1 ZEB1 GOBP_RESPONSE_TO_ALCOHOL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_ALCOHOL A2M AANAT ABAT ABCA1 ABCA2 ABCB11 ACACA ACE ADAM15 ADCY1 ADCY2 ADCY3 ADCY5 ADCY6 ADCY7 ADCY8 ADCYAP1R1 ADH6 ADH7 ADIPOQ AHR AIFM1 AKAP8 AKR1C2 AKR1C3 AKT1 ALAD ATP5F1A AVP AVPR1A BAK1 BCL2L1 BGLAP BIRC2 BLM BRCA1 CAD CARD9 CASP8 CAT CBL CCL19 CCL21 CCL3 CCR5 CCR7 CD14 CD27 CDA CDH1 CDK1 CDK4 CDKN1A CDO1 CES1 CFTR CHRNA7 CHRNB2 CLDN1 CLDN18 CLDN3 CLDN5 CLDN7 CNR1 CPT1A CREB1 CRHBP CRHR1 CSF3 CSN1S1 CTNNA1 CTNNB1 CTSK CYBB CYP1B1 CYP7A1 CYP8B1 DAG1 DBH DEFB104A DEFB104B DMAP1 DNMT3A DRD2 DRD3 DRD4 DYNAP EFNA5 EHMT2 EIF4G1 EPS8 F7 FBP1 FDX1 FECH FGF19 FGFR2 FOS FOSB FOSL1 FOXP3 FYN G6PD GABBR1 GLB1 GLRA1 GLRA2 GNAI1 GNB1 GNG2 GNRH1 GOLPH3 GOT2 GPLD1 GPR155 GRAMD1A GRAMD1B GRAMD1C GRIN1 GRIN2A GRIN2B GRIN3A H6PD HDAC2 HDAC6 HMGCS2 HNRNPD HPGD HSD3B1 HSD3B2 HTR1B IGF1R IGFBP7 IL13 IL2 INHBA INHBB ITPR2 JUP KCNC2 KCNMB1 KLF2 KLF9 LANCL2 LARP1 LEP LIPA LRP6 LRP8 MAOB MAP4K1 MDM2 MIR182 MIR185 MIR342 MIR96 MLC1 MSTN MT-ND4 MYD88 NEFL NPAS4 NPPC NQO1 NR0B2 OGG1 OPRK1 OPRM1 OSBPL7 P2RY4 P2RY6 PARP1 PAX6 PCK1 PENK PMVK POLB PPARA PPP1R9B PRKAA1 PRKAA2 PRKCB PRKCE PRKD1 PSMD14 PTCH1 PTGDR PTGER2 PTGER4 PTGFR PTH PTK2B PTPRC RAD51 RARA RECQL5 RGS19 RGS2 RGS4 RGS7 RPL27 RPS6KB1 S100A8 SCN11A SCNN1A SCNN1B SCNN1D SCNN1G SDF4 SETD7 SFRP1 SGK1 SH3RF1 SLC10A1 SLC12A3 SLC23A2 SLC2A4 SLC5A5 SLC6A3 SLIT2 SLIT3 SMAD2 SMO SOD1 SOD2 SPHK2 SPIDR SPINK1 SREBF1 ST6GAL1 STK39 TACR1 TBXA2R TBXAS1 TGFB1 TGFBR1 TGFBR2 TGFBR3 TH TNC TNF TNFRSF11A TNFSF4 TP53INP1 TSPO TUFM TYMS UCN3 UCP1 UGT1A1 USP46 VCAM1 VHL XRN1 ZNF212 GOBP_RESPONSE_TO_ALDOSTERONE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_ALDOSTERONE ACE AIFM1 CARD9 CDKN1A CYBB IGF1R INHBA PARP1 PTPRC RPL27 SCNN1A SCNN1B SCNN1D SCNN1G SGK1 SH3RF1 SLC12A3 STK39 GOBP_RESPONSE_TO_ALKALOID https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_ALKALOID ABAT ADCY8 ADORA2A BCHE BCL2L1 BLM CACNA1S CACNG4 CAD CASP3 CASP6 CASP7 CASQ2 CCNA2 CDK5 CHEK1 CHRNB2 CNR1 CPT1A CRHBP DHX15 DNMT3A DRD1 DRD2 DRD3 DRD4 DRD5 EFTUD2 EHMT2 ELAVL4 EN1 FADD GRIA1 GRM2 GSTM2 HDAC2 HDAC5 HES1 HOMER1 HOMER2 HSP90AA1 HTR1B HTR2A IGF1R MBD1 MDM2 MECP2 MT-ND6 MYRF NQO1 OPRK1 OPRM1 OXTR PDCD4 PDX1 PITX3 PPP1R1B PPP1R9B PPP2R2A PPP5C PRKAA1 PRKCE PRKCG PTK2B RAD51 RECQL5 RGS4 RYR1 RYR2 RYR3 SDK1 SELENON SETD2 SLC1A1 SLC1A2 SLC1A3 SLC34A1 SLC6A1 SLC6A3 SLC8A1 SMPD1 SPIDR SRSF9 ST8SIA2 TACR3 TGM2 TH TIAM1 TMEM38A TMEM38B TRPV1 UQCRC1 GOBP_RESPONSE_TO_AMINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_AMINE ADAMTS13 ADORA2A ASIC1 ASS1 CAD CDK1 CNR2 CPS1 DBH DRD1 DRD2 DRD4 DRD5 EDN1 EDNRA GLDC GRIA1 GRIN2A HDAC2 HDAC6 HDAC9 HPRT1 ITGA2 JAK2 KCNC1 KCNC2 MYD88 NQO1 NR4A1 NR4A2 OXTR PDE1B PITX3 PPP1R1B PPP1R9B PPP3CA RANBP2 RGS17 RGS2 RGS4 RGS7 RRM2B SLC18A2 SLC1A1 TH TRDMT1 UROS GOBP_RESPONSE_TO_AMINO_ACID_STARVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_AMINO_ACID_STARVATION ATF2 ATF3 ATF4 ATXN3 BECN1 BMT2 CASTOR1 CDKN1A DAP DAPL1 DEPDC5 EIF2A EIF2AK2 EIF2AK3 EIF2AK4 EIF2S1 FAS FLCN GCN1 GPR155 IMPACT ITFG2 KICS2 KPTN LARP1 LARS1 MAP1LC3A MAP3K5 MAPK1 MAPK3 MAPK8 MIOS MTOR NPRL2 NPRL3 PEX2 PRKD1 RNF152 RNF167 RRAGA RRAGB RRAGC RRAGD SEH1L SESN1 SESN2 SESN3 SH3GLB1 SLC38A2 SZT2 TFEB UCP2 WDR24 WDR59 GOBP_RESPONSE_TO_AMMONIUM_ION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_AMMONIUM_ION ADSS2 ASS1 CPS1 GRIA1 KCNC2 SLC1A1 GOBP_RESPONSE_TO_AMPHETAMINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_AMPHETAMINE ADORA2A ASIC1 CNR2 DBH DRD1 DRD2 DRD4 DRD5 EDN1 EDNRA GRIN2A HDAC2 HDAC6 HDAC9 HPRT1 NR4A1 NR4A2 OXTR PDE1B PPP1R1B PPP1R9B PPP3CA RANBP2 RGS17 RGS2 RGS4 RGS7 SLC18A2 SLC1A1 TH TRDMT1 GOBP_RESPONSE_TO_AMYLOID_BETA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_AMYLOID_BETA ABCC1 ADRB2 AGER APP ATP1A3 BACE1 BCL2L2 CACNA1A CACNA1B CACNA2D1 CACNB1 CALCR CASP4 CD36 CDK5 CHRNA7 EPHA4 EPHB2 FCGR2B FPR2 FYN GJA1 GRIN1 GRIN2A GRM5 GSK3B ICAM1 IGF1 IGF1R ITGA4 LGMN LRP1 MIR106B MIR140 MIR146A MIR200A MIR200C MIR98 MIRLET7F1 MMP12 MMP13 MMP2 MMP3 MMP9 NGFR NTRK1 PARP1 PRNP PSEN1 RAMP3 SNX6 TLR4 TLR6 TNF TREM2 VCAM1 GOBP_RESPONSE_TO_ANGIOTENSIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_ANGIOTENSIN ACTN2 AGT AGTR1 AGTR2 AGTRAP AHCYL1 ARID1B BRIP1 CA2 CAMK2A CAV1 CDC6 COL3A1 CYBB DDR2 HSF1 IGF1R INHBA KL MAP3K7 MAS1 MAS1L MIR143 MIR145 NFE2L2 NFKB1 NONO PPP3CA PRKCA PRKCD PRKD1 PTGS2 RAP1GDS1 RELA ROCK1 ROCK2 SLC30A10 SRC GOBP_RESPONSE_TO_ANTIBIOTIC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_ANTIBIOTIC ALPL AOC1 AOC3 ATP7A CDKN1B CIITA CRIP1 CYB5R4 EHMT1 EHMT2 ENDOG EZH2 GFER GRIA1 HSP90AA1 HYAL1 HYAL2 HYAL3 JAK1 JAK2 KAT7 KDM1A KDM5B KDM6B MDM2 MEF2C PLA2G4A PLA2G4F PPP2CB RPL23 RSRC1 SLC1A3 SLC9A1 SRD5A1 TP53 VPS54 ZC3H8 GOBP_RESPONSE_TO_ARSENIC_CONTAINING_SUBSTANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_ARSENIC_CONTAINING_SUBSTANCE ALAD ATR CDKN1A CPEB2 CYP1A1 CYP1B1 DAXX DDX3X DHX36 FECH GCLC GRIA1 GSTO1 GSTO2 HMOX1 HNRNPA1 HSF1 MAPK13 MKNK2 NEFL PPIF RBM4 RNF4 SERPINF1 SLC38A2 SRRT TNFRSF11B UROS VCP ZC3H12A ZFAND1 ZFAND2A GOBP_RESPONSE_TO_ATP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_ATP ABCC9 CIB2 DGKQ DNTT ENPP1 HSP90B1 IL1B KCNJ11 KCNJ8 NT5E P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX6 P2RX7 P2RY1 P2RY11 P2RY12 P2RY2 P2RY4 PANX1 PDXP PKLR PTGS2 RYR3 SSH1 TAF1 TOP2B TRPC3 TRPM4 TRPV1 GOBP_RESPONSE_TO_AUDITORY_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_AUDITORY_STIMULUS ABHD12 ATOH7 ATP1A2 ATP8A2 CHRNA10 CHRNA9 CNTNAP2 CXCL10 DCANP1 DRD2 HTT KCNC1 KCNQ3 KIAA0319 MDK NEUROG1 NRXN1 NRXN2 PTN SCN11A SHANK3 SLC1A3 SLC26A5 SLITRK6 STRA6 TACR1 TIFAB UCN USP53 XPA XPC GOBP_RESPONSE_TO_AXON_INJURY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_AXON_INJURY APOA4 APOD AXL BAX BCL2 BNIP3 BRAF CDK1 CERS2 CNTF CSPG5 CTNNA1 DAG1 DHFR DHFRP1 DPYSL3 DRD2 EPHA4 EPO FGF2 FKBP1B FLNA FLRT3 FOLR1 GAP43 GIP GIPR GRN IGF1R INPP5F JAK2 KCNB1 KCNK2 KIAA0319 KLF4 KREMEN1 LAMB2 LRIG2 LYN MAG MAP1B MAP2K1 MAP2K2 MAPK8IP3 MAX MIR221 MIR222 MIR34A MIR431 MMP2 MORN4 MTR NDP NEFL NEO1 NPPC NREP NTRK1 P2RX4 P2RY12 PCSK1 PLCG2 PTN PTPRF PTPRS PUM2 RANGAP1 RGMA RTN4R RTN4RL1 RTN4RL2 SARM1 SCARF1 SLC1A1 SOD1 SOD2 SPP1 STK24 TNC TNR TREM2 TSPO TXN2 TYROBP GOBP_RESPONSE_TO_BACTERIAL_LIPOPROTEIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_BACTERIAL_LIPOPROTEIN CD14 CD36 MIR105-1 MIR19A MIR19B1 SSC5D TIRAP TLR1 TLR10 TLR2 TLR6 GOBP_RESPONSE_TO_BACTERIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_BACTERIUM ABCA1 ABCC8 ABCD2 ABL1 ACE ACOD1 ACP5 ADAM17 ADAM9 ADAMTS13 ADAMTS5 ADAMTS9 ADGRB1 ADH5 ADH7 ADIPOQ ADM AHR AICDA AKAP12 AKAP8 AKIRIN2 AKT1 ALAD ALPL ANG ANKRD1 ANKRD17 ANXA3 AQP1 ARG2 ARID5A ASS1 ATP4B AXL AZU1 B2M B3GALT5 BANK1 BCL10 BCL3 BCR BDKRB1 BMP2 BMP6 BNIP3 BPI BPIFA1 BPIFA2 BTK C15orf48 C2 C3 C4B C4BPA C4BPB C5AR1 CA3 CA5B CACTIN CAMP CAPN2 CARD16 CARD17P CARD8 CARD9 CASP1 CASP3 CASP4 CASP7 CASP8 CASP9 CAV1 CCDC186 CCDC80 CCL2 CCL20 CCR4 CCR5 CCR7 CD14 CD160 CD180 CD1D CD24 CD274 CD36 CD4 CD40 CD55 CD6 CD68 CD80 CD86 CD96 CDC73 CDH1 CDK19 CDK4 CEACAM20 CEBPB CEBPE CEP192 CFB CFD CFP CHD7 CHGA CHIT1 CHMP5 CHUK CITED1 CLDN1 CLDN3 CLEC4D CLEC4E CLPS CMPK2 CNP CNR1 CNR2 COLEC12 CPS1 CRP CSF2 CSF2RB CSF3 CST11 CTR9 CTSG CUBN CX3CL1 CX3CR1 CXCL1 CXCL10 CXCL11 CXCL13 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 CYBA CYP1A1 CYP27B1 CYP2E1 CYRIB DAB2IP DCD DEFA1 DEFA1B DEFA3 DEFA4 DEFA5 DEFA6 DEFB1 DEFB103A DEFB103B DEFB104A DEFB104B DEFB105A DEFB105B DEFB106A DEFB106B DEFB107A DEFB107B DEFB108A DEFB108B DEFB109B DEFB110 DEFB112 DEFB113 DEFB114 DEFB115 DEFB116 DEFB118 DEFB119 DEFB121 DEFB123 DEFB124 DEFB125 DEFB126 DEFB127 DEFB128 DEFB129 DEFB130A DEFB130B DEFB131A DEFB131B DEFB132 DEFB133 DEFB134 DEFB135 DEFB136 DEFB4A DHX15 DHX58 DIO2 DMBT1 DROSHA DUSP10 EDN1 EDNRB ELANE EMILIN1 EMILIN2 EPHA2 EPHB2 EPO EPPIN EPX ERAP1 ERBIN EVPL F2 F2R F2RL1 FABP4 FAM20A FASLG FAU FBXO3 FCER1G FCGR1A FCGR2B FCN2 FER FER1L6 FGA FGB FGF10 FGF19 FGFR2 FGR FKBP5 FMO1 FOS FOSL2 FOXP1 FOXP3 FPR2 FUCA2 FZD5 GALP GATA1 GBP1 GBP2 GBP3 GBP4 GBP5 GBP6 GBP7 GCH1 GFER GFI1 GHSR GIT1 GJB2 GJB6 GKN2 GNLY GPC3 GPM6A GPR15LG GPR31 GPX1 GRN GSDMA GSDMB GSDMC GSDMD GSTP1 GZMA H2BC10 H2BC11 H2BC12 H2BC12L H2BC21 H2BC4 H2BC6 H2BC7 H2BC8 HADHB HAMP HAVCR2 HCK HDAC2 HDAC5 HERC6 HLA-A HLA-B HLA-DRB1 HLA-E HMCN1 HMGB1 HMGB2 HMGCS2 HNRNPA0 HP HPGD HSF1 HTN1 HTN3 IDO1 IFI44 IFNAR1 IFNE IGHA1 IGHA2 IGHE IGHG1 IGHG2 IGHG3 IGHG4 IGHM IGKV3-20 IKBKG IKZF3 IL10 IL10RA IL12A IL12B IL12RB2 IL13 IL17A IL17F IL18 IL18BP IL1A IL1B IL1F10 IL22RA1 IL23A IL23R IL24 IL27 IL27RA IL36A IL36B IL36G IL36RN IL37 IL6 IL6R IL7R INAVA IRAK1 IRAK2 IRAK3 IRAK4 IRF3 IRF5 IRF8 IRGM ISG15 JAK2 JCHAIN KCNJ8 KLHL6 KLK3 KLK5 KLK7 KLRC4-KLRK1 KLRK1 KMO KRT6A KYAT1 LACRT LALBA LBP LCE3A LCE3B LCE3C LCN2 LDOC1 LEAP2 LGALS4 LGALS9 LIAS LILRA2 LILRB1 LILRB2 LITAF LOXL1 LPL LPO LRAT LRG1 LSM5 LTA LTF LY86 LY96 LYG1 LYG2 LYN LYPD8 LYST LYZ LYZL4 LYZL6 MACROD2 MALT1 MAOB MAP2K3 MAP2K7 MAP3K7 MAPK1 MAPK14 MAPK3 MAPK8 MAPKAPK2 MAPKAPK3 MAPKBP1 MARCHF2 MAVS MBL2 MEF2C MGST2 MIAT MICA MIF MIR105-1 MIR128-1 MIR140 MIR142 MIR146A MIR17 MIR181B1 MIR187 MIR19A MIR19B1 MIR20A MIR21 MIR223 MIR224 MIR342 MIR421 MIR433 MIR545 MIR6869 MIR766 MIR95 MIRLET7B MLH1 MMP3 MMP8 MMP9 MMRN2 MPEG1 MPO MR1 MRC1 MS4A1 MTDH MYD88 NAALADL2 NAGK NAGLU NAIP NCR3LG1 NFIB NFKB1 NFKB2 NFKBIA NFKBIB NFKBIL1 NFKBIZ NLRC4 NLRC5 NLRP1 NLRP10 NLRP3 NLRP6 NLRP7 NOCT NOD1 NOD2 NOS1 NOS2 NOS3 NOTCH1 NOTCH2 NQO1 NR1D1 NR1H3 NR1H4 NR4A1 NUGGC OAS1 OAS2 OAS3 OCIAD2 OPRK1 OPTN OTUD5 P2RX7 PABPN1 PAF1 PALM3 PCK1 PCK2 PCSK1 PDCD1LG2 PDCD4 PDE4B PELI1 PENK PF4 PF4V1 PGC PGLYRP1 PGLYRP2 PGLYRP3 PGLYRP4 PI3 PLA2G1B PLA2G2A PLA2G6 PLAA PLAAT3 PLAC8 PLCG2 PLSCR3 PLSCR4 PPBP PPM1D PPM1E PPP1R11 PRB3 PRDX2 PRDX3 PRG2 PRKCA PRKCD PRKCE PRKD1 PRLR PRPF8 PTAFR PTGER1 PTGER2 PTGER4 PTGFR PTGIR PTGS2 PTPN22 PYCARD PYGL RAB14 RAB1A RAB29 RAB7A RAG2 RARA RARRES2 RBCK1 RBPJ REG3A REG3G REG4 RELA REN RGS1 RHOA RIPK2 RNASE1 RNASE10 RNASE11 RNASE12 RNASE13 RNASE2 RNASE3 RNASE4 RNASE6 RNASE7 RNASE8 RNASE9 RNF213 RNF31 RNF5 ROMO1 RPL13A RPL30 RPL39 RPS19 RPS6KA3 RPS6KB1 S100A12 S100A14 S100A7 S100A8 S100A9 SASH1 SBNO2 SCARB1 SCGB1A1 SCIMP SCN7A SCNN1B SEH1L SELE SELENOS SELP SEMG1 SEMG2 SERPINE1 SFTPD SHARPIN SHC1 SHPK SIGIRR SIGLEC16 SIRPA SLAMF8 SLC10A2 SLC11A1 SLC17A5 SLC22A5 SLC30A1 SLC7A5 SLC9A9 SLPI SMAD6 SNCA SNX3 SOD2 SPAG11A SPAG11B SPI1 SPINK5 SPN SPON2 SPRR2A SRC SRR SSC5D ST13 STAB1 STAB2 STAP1 STATH SYK SYT11 TAB2 TAB3 TAP2 TBK1 TBXA2R TENT5A TF TFEB TH THBD THRSP TICAM1 TICAM2 TIFAB TIRAP TLR1 TLR10 TLR2 TLR3 TLR4 TLR6 TLR9 TMEM229B TMEM255A TMF1 TNF TNFAIP3 TNFRSF11A TNFRSF14 TNFRSF1A TNFRSF1B TNFSF4 TNFSF8 TNIP1 TNIP2 TNIP3 TRAC TRAF6 TRAV1-1 TRAV1-2 TRAV10 TRAV13-1 TRAV13-2 TRAV17 TRAV20 TRAV21 TRAV24 TRAV25 TRAV26-1 TRAV26-2 TRAV27 TRAV30 TRAV34 TRAV35 TRAV36DV7 TRAV39 TRAV4 TRAV5 TRAV6 TRAV7 TRDN TREM1 TREM2 TRIB1 TRIM41 TRIM5 TRIM6 TSPO TUSC2 UGT1A1 UMOD UPF1 UPK1B USP18 VCAM1 VEGFD VGF VIL1 VIM WASL WDR83 WFDC10A WFDC10B WFDC11 WFDC12 WFDC13 WFDC2 WFDC3 WFDC5 WFDC9 WNT5A XBP1 XIAP ZC3H12A ZFP36 ZG16 ZNFX1 GOBP_RESPONSE_TO_BILE_ACID https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_BILE_ACID ABCB4 ALAS1 FGFR4 GPBAR1 KCNMB1 NR1H4 VDR GOBP_RESPONSE_TO_BLUE_LIGHT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_BLUE_LIGHT CPT1B CRY1 CRY2 DCT OPN3 TYR GOBP_RESPONSE_TO_BMP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_BMP ABL1 ACVR1 ACVR2A ACVR2B ACVRL1 ADAMTS12 ADAMTS7 AMHR2 ATF2 BAMBI BMP10 BMP2 BMP4 BMP5 BMP6 BMP7 BMPER BMPR1A BMPR1B BMPR2 CCN1 CDH5 CER1 CHRD CHRDL1 CHRDL2 COL2A1 COMP CRB2 CRIM1 CTDSPL2 DAND5 DDX5 DKK1 DLX1 DLX3 DLX5 DSG4 EGR1 ELAPOR2 ENG ETV2 EXT1 FAM83G FBN1 FBXL15 FKBP8 FOXD1 FST FSTL1 FSTL3 FSTL4 FSTL5 FZD1 GATA3 GATA4 GATA5 GATA6 GDF2 GDF3 GDF5 GDF6 GDF7 GPC3 GPR155 GREM1 GREM2 HES1 HES5 HEYL HFE HIPK2 HIVEP1 HJV HOXA13 HTRA1 HTRA3 ILK ITGA3 KCNQ1OT1 KCP KDR LEF1 LEMD3 LRP2 MAPK3 MEGF8 MICOS10-NBL1 MIR100 MIR106A MIR125B1 MIR140 MIR195 MIR20A MIR21 MIR210 MIR214 MIR26A1 MIR302C MIR30B MIR885 MIR93 MIR98 MSX1 MSX2 NBL1 NEO1 NFIA NOG NOTCH1 NOTCH2 NUMA1 PCSK6 PDCD4 PELO PHOX2B PPARG PPM1A PRMT1 RBPJ RBPMS2 RGMA RGMB RNF165 RUNX2 SCUBE3 SCX SFRP1 SFRP2 SFRP4 SKI SKIL SKOR1 SKOR2 SLC39A5 SMAD1 SMAD2 SMAD4 SMAD5 SMAD5-AS1 SMAD6 SMAD7 SMAD9 SMPD3 SMURF1 SMURF2 SORL1 SOST SOSTDC1 SOX11 SOX9 SPART SPINT1 SPINT2 SULF1 TBX20 TFAP2B TGFBR3 TMEM100 TMEM53 TMPRSS6 TNFAIP6 TOB1 TRIM33 TWSG1 UBE2D1 UBE2D3 UBE2O USP15 USP9X USP9Y VSTM2A VWC2 VWC2L WNT1 WNT5A XIAP ZNF423 ZNF8 GOBP_RESPONSE_TO_CADMIUM_ION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_CADMIUM_ION ABCB6 AKT1 ALAD ATP7A CAT CDK1 CDKN1B CER1 CHUK CPA1 CYBB CYP1A2 DAXX DTYMK EGFR ERCC1 FOS GCLC GPI GSS HAAO HESX1 HMOX1 HSF1 JUN KIT MAPK1 MAPK3 MAPK8 MAPK9 MMP9 MT1A MT1B MT1DP MT1E MT1F MT1G MT1H MT1HL1 MT1M MT1X MT2A MT3 MT4 MTF1 NCF1 NPC1 NUDT1 OGG1 PCNA PRNP PTH SLC11A1 SLC30A1 SLC34A1 SLC39A8 SOD2 SUMO1 TERT GOBP_RESPONSE_TO_CAFFEINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_CAFFEINE ADORA2A CACNA1S CAD CASQ2 CHEK1 GSTM2 HDAC2 PRKAA1 RYR1 RYR2 RYR3 SELENON SLC8A1 TMEM38A TMEM38B GOBP_RESPONSE_TO_CALCIUM_ION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_CALCIUM_ION AANAT ACER1 ADAM9 ADCY1 ADCY8 ADD1 ADGRV1 AHCYL1 AKR1C3 ALG2 ALOX15 ALOX5AP AMELX ANXA11 AQP3 BRAF CACNG2 CALM1 CALM2 CALM3 CAMK2D CAPN3 CARF CASQ2 CASR CAV1 CHP2 CLIC4 CPNE1 CPNE2 CPNE3 CPNE4 CPNE5 CPNE6 CPNE7 CPNE8 CPNE9 CRHBP D2HGDH DMTN DPEP1 ECT2 EDN1 EEF2K ENSG00000290147 ENTPD6 FGA FGB FGG FOS FOSB GDI1 GIPR GPLD1 GUCA1A HNRNPD HOMER1 HPCA INHBB IQGAP1 ITPKA ITPKB ITPKC ITPR3 JUNB JUND KCNB1 KCNH1 KCNIP2 KCNMA1 KCNMB1 KCNMB2 KCNMB3 KCNMB4 KCNQ3 LCE1D LGMN MCOLN1 MEF2A MEF2C MNAT1 MTTP NCSTN NEDD4 NEUROD2 NFATC2 NLGN1 P2RX7 PCSK1 PDCD6 PEF1 PENK PKD2 PLCG2 PPIF PPP3CA PRKAA1 PRKAA2 PTK2B RASA4 RASA4B RASAL1 RASGRP2 RYR1 RYR2 RYR3 S100A16 SCN5A SDC1 SEC31A SLC25A12 SLC25A13 SLC25A23 SLC25A24 SLC6A1 SMPD1 STIM1 SUCNR1 SYT1 SYT10 SYT11 SYT12 SYT13 SYT15 SYT17 SYT2 SYT3 SYT4 SYT5 SYT6 SYT7 SYT8 SYT9 THBS1 TNNT2 TRPC1 TRPC3 TRPM2 TRPV6 TSHB TTN TUBA1A TXNIP VPS54 WNT5A GOBP_RESPONSE_TO_CAMP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_CAMP AANAT ADIPOQ AHR AKAP6 AKAP9 AQP1 AQP8 AQP9 AREG ASS1 BCKDHB BIRC2 BRAF BSG CARM1 CDO1 CFTR CITED1 CNGA3 COL1A1 CPS1 CRHBP CYP1B1 DGKQ DMTN DUOX1 DUOX2 EEF2K EZR FBP1 FDX1 FOS FOSB FOSL1 GATA1 GATA6 GPD1 GUCD1 HCN1 HCN2 HCN3 HCN4 HMGCS2 IGFBP5 INHBB INPP5K ITPR2 KCNE1 KCNQ1 KDM1A NDUFS4 PCK1 PDE2A PENK PER1 PFKFB1 PIK3CG PKD2 PKLR PNPT1 PTAFR PTK2B RAP1A RAP1B RAP1BL RAPGEF1 RAPGEF2 RAPGEF3 RELA REN SDC1 SLC26A3 SLC26A6 SLC5A5 SLC6A3 SRD5A1 SREBF1 STAT1 STC1 TEK THBD TYR VGF WNT10B WT1 ZFP36L1 GOBP_RESPONSE_TO_CARBOHYDRATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_CARBOHYDRATE ABCA12 ABCC8 ACE ACVR1C ACVR2B ADCY5 ADCY8 ADIPOQ ADNP ADRA2A AGER ANGPT2 ANO1 APOA2 BAD BAIAP3 BRSK2 C1QTNF12 C2CD2L CALCRL CASP3 CASR CAT CCDC186 CDK16 CDKN1B CDT1 CFTR CLEC7A CLTRN CMA1 COL4A3 COL6A2 COL6A3 COLEC12 CPB2 CYP7A1 EFNA5 EGR1 EIF2B1 EIF2B2 EIF2B3 EIF2B4 EIF2B5 ENY2 EPHA5 ERCC1 ERN1 EXTL3 FBP1 FGF21 FKBP1B FOXA2 GAS6 GATA4 GCG GCKR GCLC GCLM GHRL GIP GIPR GJB6 GJD3 GLUL GPAM GPER1 GPLD1 GPR27 GPR68 GPX1 GYS2 HIF1A HLA-DRB1 HMGCS2 HNF1B HNF4A ICAM1 IGF1R IL1A IL1B ILDR2 IRS2 ITGA2 JAGN1 KAT5 KAT7 KCNB1 KHK KLF7 LEP LIN28A LPL LRP5 LYN MAFA MAP1B MAP2K3 MAP2K4 MAP2K6 MAPK13 ME1 MIR146A MIR15A MIR16-1 MIR221 MIR320A MIR320B1 MIR320B2 MIR320C1 MIR320C2 MIR320D1 MIR320D2 MIR320E MIR337 MIRLET7G MLXIPL MPC2 NADK NAGLU NCF1 NDUFAF2 NEUROD1 NKX2-2 NKX6-1 NOX4 NPTX1 NQO1 NR0B2 NR1D1 NR1H4 OPRK1 OSBP P2RX2 P2RX3 PAX2 PAX6 PCK1 PCK2 PCSK1 PDE8B PDK3 PDX1 PFKFB2 PFKL PIH1D1 PIK3CA PIM3 PKLR PLA2G6 PLCB1 PNPLA3 PPP3CA PPP3CB PRKAA1 PRKAA2 PRKACA PRKCB PRKCE PRLH PTGS2 PTK2B PTPRN PTPRN2 RAB11B RAB11FIP2 RAB11FIP5 RACK1 RAF1 RASAL2 RBM4 REG3A RFX6 RMI1 RPS6KA2 RPS6KB1 RUNX2 SARM1 SELENOS SELENOT SERPINF1 SESN2 SGCB SIDT2 SIN3A SLC12A6 SLC12A7 SLC26A6 SLC29A1 SLC2A2 SLC2A5 SLC30A8 SLC39A14 SLC6A1 SLC9B2 SMAD2 SMAD4 SMARCA4 SMARCB1 SOD2 SOX4 SREBF1 SRF SRI STX4 STXBP4 SYBU TCF7L2 TH THBS1 TIAM1 TNF TRA2B TREM2 TRPM4 TUNAR TWNK TXN2 TXNIP UBTF UCN3 UCP2 UNC13B VAMP2 VSNL1 XBP1 ZBED3 ZBED6 ZBTB20 ZFP36L1 ZNF236 GOBP_RESPONSE_TO_CATECHOLAMINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_CATECHOLAMINE ABL1 ADCY5 ADCY6 ADIPOQ ALK APLP1 ARRB2 ATP2B4 CALY CAV2 CHRM1 CHRM2 CHRM3 CHRM4 CHRM5 DRD1 DRD2 DRD3 DRD4 DRD5 DTNBP1 FCSK FLNA GNA11 GNA14 GNA15 GNAI3 GNAO1 GNAQ GNAS GNAZ GNB1 GNB5 GNG2 GSK3A GSK3B HCN3 HDAC2 HRH1 HRH2 HRH3 HRH4 HTR1A HTR1B HTR1D HTR1E HTR1F HTR2A HTR2B HTR2C HTR3A HTR3B HTR3C HTR3D HTR3E HTR4 HTR5A HTR6 HTR7 KCNQ1 KLF16 LRRK2 NCSTN NHERF1 NR4A3 NSG1 NSG2 PALM PDE4B PENK PKLR PRKACA PRKD1 PRKN PRMT5 PTGER1 RGS4 RGS8 RNLS RYR2 SIN3A SIRT2 SLC1A1 SLC9A1 SNCA SRD5A1 SULT1A3 SULT1A4 TGM2 VPS35 GOBP_RESPONSE_TO_CELL_CYCLE_CHECKPOINT_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_CELL_CYCLE_CHECKPOINT_SIGNALING APAF1 EME1 FBH1 MUS81 SLX4 SMC1A TIGAR ZMPSTE24 GOBP_RESPONSE_TO_CGMP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_CGMP HCN2 HCN4 NPR2 PDE2A PDE3A RAPGEF2 REN SLC6A4 TLR7 GOBP_RESPONSE_TO_CHEMOKINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_CHEMOKINE ACKR1 ACKR2 ACKR3 ACKR4 CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL3 CCL3L1 CCL3L3 CCL4 CCL5 CCL7 CCL8 CCR1 CCR10 CCR2 CCR3 CCR4 CCR5 CCR6 CCR7 CCR8 CCR9 CCRL2 CIB1 CMKLR1 CX3CL1 CX3CR1 CXCL1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 CXCR1 CXCR2 CXCR3 CXCR4 CXCR5 CXCR6 DOCK8 DUSP1 EDN1 ENTREP1 FOXC1 GPR17 GPR35 GPR75 HIF1A LOX LRCH1 LYN MPL OXSR1 PADI2 PF4 PF4V1 PPBP PTK2B RBM15 RHOA RIPOR2 RNF113A ROBO1 SH2B3 SLC12A2 SLIT2 SLIT3 STK39 TFF2 THPO TREM2 WBP1L WNK1 XCL1 XCL2 XCR1 ZC3H12A GOBP_RESPONSE_TO_COBALT_ION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_COBALT_ION ALAD ATF1 ATP7A BNIP3 CASP3 CASP8 CASP9 D2HGDH SERPINF1 TIGAR GOBP_RESPONSE_TO_COCAINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_COCAINE ABAT CACNG4 CCNA2 CDK5 CHRNB2 CNR1 CRHBP DNMT3A DRD1 DRD2 DRD3 DRD4 DRD5 EFTUD2 EHMT2 ELAVL4 EN1 FADD GRIA1 GRM2 HDAC2 HDAC5 HOMER1 HOMER2 HSP90AA1 HTR1B HTR2A MBD1 MDM2 MECP2 MT-ND6 MYRF OPRK1 OXTR PITX3 PPP1R1B PTK2B RGS4 SDK1 SLC1A1 SLC1A2 SLC1A3 SLC6A1 SLC6A3 SMPD1 ST8SIA2 TACR3 TGM2 TIAM1 GOBP_RESPONSE_TO_COLD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_COLD ACADM ACADVL ACOT11 ADRB1 ADRB2 ADRB3 APPL2 CDH8 CHRNA7 CIDEA CIRBP DNAJC3 EIF2AK3 EIF2AK4 FOXO1 GMPR HSP90AA1 HSPA2 HSPD1 LIPA LRP11 METRNL NFKBIA P2RX3 PCSK1N PLAC8 PLIN1 PRKAA1 PRKACA RNF34 SAXO1 SCN11A SLC25A27 SLC27A1 SLC9A1 THRA TMEM135 TRPA1 TRPM8 UCP1 UCP2 UCP3 VGF ZNF516 GOBP_RESPONSE_TO_COPPER_ION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_COPPER_ION AANAT AOC1 AQP1 AQP2 ATP5F1D ATP7A ATP7B BACE1 BECN1 CDK1 CYP1A1 DAXX HSF1 IL1A LOXL2 MAP1LC3A MT-CO1 MT1A MT1B MT1DP MT1E MT1F MT1G MT1H MT1HL1 MT1M MT1X MT2A MT3 MT4 MUC2 NFE2L2 PARK7 PRNP SNCA SOD3 TFRC GOBP_RESPONSE_TO_CORTICOSTEROID https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_CORTICOSTEROID A2M AANAT ABCA3 ACE ACSBG1 ADAM9 ADIPOQ ADM AGL AIFM1 AKR1C3 ALAD ALPL ANXA1 ANXA3 APOA2 AQP1 AREG ASS1 ATP5F1A AVPR1A AXIN2 BCHE BCKDHB BCL2 BCL2L11 BGLAP BMP6 CAD CALCR CARD9 CASP3 CASP9 CDKN1A CDO1 CFLAR CLDN1 CPN1 CPS1 CSN1S1 CYBB CYP1B1 DDIT4 EDN1 EIF4E EPO FAM107A FBXO32 FECH FIBIN FLT3 FOS FOSB FOSL1 FOSL2 GBA1 GHR GHRHR GHSR GJB2 GLB1 GOT1 GPER1 GPR83 GSK3A HDAC6 HMGCS2 HNRNPU HSD11B2 HSD3B1 HSD3B2 HTR1B IGF1R IGFBP2 IGFBP7 IL10 IL1RN IL22 IL6 INHBA ISL1 JAK2 KLF9 MAOB METTL21C MSTN MT-ND3 MYOD1 NEFL NPAS4 NR3C1 PAPPA PARP1 PCK1 PCK2 PCNA PCSK1 PDCD7 PDX1 PFKFB1 PIK3CA PTAFR PTGDS PTGS2 PTPRC PTPRU RAN REST RPL27 RPS6KB1 SCGB1A1 SCNN1A SCNN1B SCNN1D SCNN1G SDC1 SERPINF1 SGK1 SH3RF1 SLC12A3 SLIT2 SLIT3 SMYD3 SOX30 SRC SRD5A1 SSTR2 SSTR3 SSTR4 SSTR5 STC1 STK39 TAT TFAP4 TH TNF TRIM63 TYMS UBE2L3 UCN UCN3 UCP3 UGT1A1 USP8 WNT7B ZFP36 ZFP36L1 ZFP36L2 ZNF764 GOBP_RESPONSE_TO_CORTICOSTERONE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_CORTICOSTERONE AANAT AVPR1A CDKN1A FOS FOSB FOSL1 HDAC6 HSD3B1 HSD3B2 MAOB NEFL NPAS4 TH UCN3 GOBP_RESPONSE_TO_CORTICOTROPIN_RELEASING_HORMONE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_CORTICOTROPIN_RELEASING_HORMONE CRHR1 CRHR2 NR4A1 NR4A2 NR4A3 GOBP_RESPONSE_TO_CORTISOL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_CORTISOL CAD CYP1B1 IGFBP7 KLF9 SLIT2 SLIT3 GOBP_RESPONSE_TO_CYTOKINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_CYTOKINE AANAT ABCA1 ABCD4 ABCG4 ACKR1 ACKR2 ACKR3 ACKR4 ACOD1 ACP5 ACSL1 ACTG1 ACTN4 ACTR2 ACTR3 ADAM10 ADAM17 ADAM23 ADAM9 ADAMTS12 ADAMTS13 ADAMTS7 ADAR ADIPOQ ADIPOR1 ADIPOR2 AFF3 AGPAT1 AGPAT2 AIF1 AIM2 AKAP12 AKAP6 AKT1 ALAD ALDH1A2 ALOX15 ALPL ANGPT1 ANKRD1 ANXA1 APOA1 APP APPL1 APPL2 AQP4 ARG1 ARHGEF2 ARID5B ASAH1 ASAH2 ASS1 ATIC ATP5F1B AVPR2 AXL AZI2 B3GNT2 BAD BAG4 BBS2 BBS4 BCAT2 BCL2 BCL2L1 BCLAF1 BGLAP BIRC2 BIRC3 BIRC7 BRCA1 BSPRY BST2 BTK C1QTNF4 CACNB4 CACTIN CACYBP CALCA CALCOCO2 CALM1 CAMK2A CAMP CAPN2 CARD14 CARD16 CARD8 CASP1 CASP3 CASP4 CASP8 CAV1 CBL CCDC3 CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL3 CCL3L1 CCL3L3 CCL4 CCL5 CCL7 CCL8 CCR1 CCR10 CCR2 CCR3 CCR4 CCR5 CCR6 CCR7 CCR8 CCR9 CCRL2 CD14 CD24 CD274 CD300LF CD38 CD4 CD40 CD44 CD47 CD58 CD70 CD74 CDC34 CDC37 CDC42 CDC42EP2 CDC42EP4 CDK4 CDK9 CDKN2B CEACAM1 CEBPA CH25H CHI3L1 CHUK CIB1 CIITA CITED1 CLCF1 CLDN1 CLDN18 CMKLR1 CNOT7 CNOT9 CNTF CNTFR COL1A1 COL3A1 COMMD7 CORO1A CPNE1 CREB1 CRHBP CRKL CRLF1 CRLF2 CRNN CSF1 CSF1R CSF2 CSF2RA CSF2RB CSF3 CSF3R CSNK2B CTBP2 CTH CTR9 CTSG CTSK CX3CL1 CX3CR1 CXCL1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL16 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 CXCR1 CXCR2 CXCR3 CXCR4 CXCR5 CXCR6 CYLD CYP1B1 CYP27B1 DAB2IP DAPK1 DAPK3 DCST1 DCSTAMP DDOST DHX9 DOCK8 DOK1 DPYSL3 DTX1 DUOX1 DUOX2 DUSP1 EBI3 ECM1 EDA2R EDN1 EDN2 EEF1E1 EFHC2 EGR1 EIF2AK2 EIF4A2 EIF4E2 EIF5A ENDOG ENTREP1 EPO EPOR EPRS1 EPS8 ERBIN EREG ETV3 EXT1 F2RL1 F3 FABP4 FADD FAS FASLG FASN FCER1G FER FGB FGF23 FGF4 FGG FLNB FLT3 FOS FOSL1 FOSL2 FOXA2 FOXC1 FOXF1 FOXH1 FOXO3 FOXP1 FZD4 GAPDH GAS6 GATA3 GBA1 GBP1 GBP2 GBP3 GBP4 GBP5 GBP6 GBP7 GCH1 GCLC GCLM GFER GFI1 GFPT2 GHR GIGYF2 GIPC1 GLDC GPD1 GPER1 GPR17 GPR35 GPR75 GPS2 GREM2 GSDME GSK3A GSK3B GSN GSTP1 H2BC11 HAS2 HAX1 HCK HCLS1 HDAC4 HELLS HES1 HIF1A HIPK1 HK2 HLA-DPA1 HMHB1 HNRNPU HPX HSP90AB1 HSPA1A HSPA1B HSPA5 HSPD1 HTRA2 HYAL1 HYAL2 HYAL3 ICAM1 IFI16 IFI27 IFIH1 IFIT1 IFITM1 IFITM2 IFITM3 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR1 IFNAR2 IFNB1 IFNE IFNG IFNGR1 IFNGR2 IFNK IFNL1 IFNL2 IFNL3 IFNL4 IFNLR1 IFNW1 IGBP1 IKBKB IKBKE IL10RA IL10RB IL11 IL11RA IL12A IL12B IL12RB1 IL12RB2 IL13 IL13RA1 IL13RA2 IL15 IL15RA IL17A IL17F IL17RA IL17RB IL17RC IL17RD IL17RE IL17REL IL18 IL18BP IL18R1 IL18RAP IL1A IL1B IL1F10 IL1R1 IL1R2 IL1RAP IL1RAPL2 IL1RL1 IL1RL2 IL1RN IL2 IL20RA IL20RB IL21R IL22RA1 IL22RA2 IL23R IL24 IL27RA IL2RA IL2RB IL2RG IL3 IL31RA IL33 IL34 IL36A IL36B IL36G IL36RN IL37 IL3RA IL4 IL4R IL5 IL5RA IL6 IL6R IL6ST IL7 IL7R IL9R ILDR1 ILK IMPDH2 INA INHBA INHBB INPP5K IRAK1 IRAK2 IRAK3 IRAK4 IRF1 IRF3 IRF5 IRF7 IRF8 IRGM ISG15 ITGA4 ITIH4 JAGN1 JAK1 JAK2 JAK3 JARID2 KAT2A KCNJ8 KDM3A KDM5B KEAP1 KHSRP KIF5B KIT KLF2 KLF4 KLF5 KLHL20 KMO KRT18 KRT8 KYNU LAMP3 LAPTM5 LDLRAP1 LEF1 LEP LEPR LGALS9 LIFR LILRA1 LILRA2 LILRA3 LILRA4 LILRA5 LILRB1 LILRB2 LILRB4 LIMS1 LOX LRAT LRCH1 LRP8 LRRC70 LRRK2 LSM14A LSP1 LYN MAP2K5 MAP2K7 MAP3K5 MAP3K7 MAP4K3 MAPK1 MAPK11 MAPK13 MAPK14 MAPK3 MAPK7 MAPKAPK2 MAPKAPK3 MAT2A MAVS MCF2 MCL1 MCM2 MED1 MEFV METTL3 MFAP3 MIB2 MIR101-1 MIR1246 MIR125A MIR125B1 MIR133A1 MIR135A1 MIR138-1 MIR142 MIR146A MIR149 MIR152 MIR181B1 MIR204 MIR20B MIR21 MIR224 MIR24-1 MIR26A1 MIR27A MIR27B MIR29B1 MIR30C2 MIR31 MIR324 MIR342 MIR34A MIR370 MIR433 MIR455 MIR493 MIR520C MIR766 MIR98 MIR99A MIRLET7A1 MIRLET7C MIRLET7E MKKS MME MMP12 MMP2 MMP8 MNDA MPL MRAS MRC1 MRPL15 MSC MST1R MT1X MT2A MT3 MTF2 MTHFR MUL1 MX1 MX2 MYBL2 MYD88 MYLK3 MYNN MYO1C MYOD1 MYOG NAIP NCL NDUFA13 NEFH NFAT5 NFATC1 NFE2L2 NFIL3 NFKB1 NFKB2 NFKBIA NFKBIZ NFYB NKIRAS1 NKIRAS2 NKX3-1 NKX6-1 NLRC5 NLRP12 NLRP2B NLRP6 NLRP7 NOS2 NOTCH1 NPNT NPR2 NR1D1 NR1H2 NR1H3 NR1H4 NR5A2 NRP2 NUB1 NUMBL NUP35 OAS1 OAS2 OAS3 OASL OCSTAMP OSM OSMR OTOP1 OTUD4 OTULIN OXSR1 OXTR P4HB PADI2 PAFAH1B1 PALM3 PARP14 PARP16 PARP9 PAX6 PCK1 PCK2 PCOLCE2 PCSK1 PDCD10 PDE12 PDE1B PDE2A PDGFB PDIA3 PDX1 PELI3 PF4 PF4V1 PFKP PHB1 PHC1 PIAS3 PIAS4 PID1 PIGA PLA2G10 PLCB1 PLP2 PLSCR1 PLVAP PML PMM1 PNPT1 POLR1F POSTN POU4F1 POU4F2 PPARG PPBP PPP2CB PPP3CB PRDM5 PRKACA PRKCA PRKCI PRKN PRLR PRPF8 PTGIS PTGS2 PTK2B PTP4A3 PTPN1 PTPN11 PTPN2 PTPN6 PTPRC PTPRJ PTPRT PXDN PYCARD PYDC1 PYDC2 PYDC5 PYHIN1 RAB20 RAB43 RAB7B RABGEF1 RAD23B RAF1 RARA RARG RBM15 RBM47 RBMX RC3H1 REL RELA RELB RFFL RFX2 RHEX RHOA RIF1 RIGI RIPK1 RIPK2 RIPOR2 RNF113A RNF125 RNF138 RNF185 RNMT RO60 ROBO1 RORA RPL13A RPL3 RPS16 RPS3 RPS6KA4 RPS6KA5 RPS6KB1 RRAGA RUFY4 SAMHD1 SBNO2 SCGB1A1 SELE SELL SELP SELPLG SETD2 SFRP1 SH2B2 SH2B3 SHARPIN SHFL SHMT1 SHMT2 SHPK SIGIRR SIN3A SIRPA SIRT1 SKIL SLC11A1 SLC12A2 SLC1A1 SLC22A5 SLC25A5 SLC26A6 SLC27A1 SLC2A4 SLC30A8 SLIT2 SLIT3 SMAD4 SMAD7 SMARCA5 SMPD1 SMPD3 SMPD4 SNCA SNX10 SOCS1 SOCS3 SOCS5 SOS1 SOX1 SOX17 SOX9 SP100 SPATA2 SPHK1 SPI1 SPOCK2 SPP1 SPPL2A SPPL2B SPRY2 SPRY4 SRC SRF SRM SRSF3 SRSF7 SSTR1 ST18 ST3GAL6 STAP1 STAT1 STAT2 STAT3 STAT4 STAT5A STAT5B STAT6 STING1 STIP1 STK39 STX4 STX8 STXBP1 STXBP3 STXBP4 SYK SYNCRIP SYNGR1 TAF9 TANK TBK1 TBKBP1 TCF7 TCIRG1 TCL1A TDGF1 TEX14 TFF2 TFRC THBS1 THPO TICAM2 TIMP1 TIMP2 TIMP3 TIMP4 TLE4 TLE5 TLR2 TLR3 TLR4 TMEM102 TMSB4X TNF TNFAIP3 TNFRSF11A TNFRSF13C TNFRSF14 TNFRSF17 TNFRSF18 TNFRSF19 TNFRSF1A TNFRSF1B TNFRSF21 TNFRSF25 TNFRSF4 TNFSF11 TNFSF13B TNFSF18 TNIP2 TOLLIP TP53 TPR TRADD TRAF1 TRAF2 TRAF3 TRAF3IP2 TRAF5 TRAF6 TRAIP TREM2 TREX1 TRIM21 TRIM25 TRIM32 TRIM41 TRIM44 TRIM56 TRIM6 TRIM63 TRIM65 TRPV1 TSLP TTLL12 TUBA1A TUBA1B TXK TXNDC17 TYK2 TYMS UBD UBE2G2 UBE2K UBXN2A UGCG ULK1 UMOD UPF1 USP10 USP18 USP27X USP29 VAMP3 VCAM1 VEGFC VIM VPS26B VRK2 WAS WBP1L WDR35 WNK1 WNT5A XAF1 XBP1 XCL1 XCL2 XCR1 XIAP XRCC5 YAP1 YBX3 YTHDC2 YTHDF2 YTHDF3 YY1 ZBP1 ZC3H12A ZC3H15 ZFAND6 ZFP36 ZFP36L1 ZFP36L2 ZNF675 ZYX GOBP_RESPONSE_TO_DEXAMETHASONE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_DEXAMETHASONE ACE AQP1 ASS1 ATP5F1A AXIN2 CASP9 CFLAR CLDN1 CPS1 CYP1B1 DDIT4 EDN1 EIF4E EPO FBXO32 FECH FIBIN GBA1 GHSR GJB2 HDAC6 IGF1R JAK2 METTL21C MSTN NR3C1 PAPPA PCK1 PCK2 PCNA PIK3CA PTAFR RPS6KB1 SERPINF1 SMYD3 SRD5A1 TAT TFAP4 USP8 GOBP_RESPONSE_TO_DIACYL_BACTERIAL_LIPOPEPTIDE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_DIACYL_BACTERIAL_LIPOPEPTIDE CD14 CD36 MIR105-1 TLR2 TLR6 GOBP_RESPONSE_TO_DIETARY_EXCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_DIETARY_EXCESS ACVR1C ADRB1 ADRB2 ADRB3 APOE APPL2 BMP8A CNTN2 GDF15 GDF3 GFRAL LEP LIPA MAPK14 MC4R NMUR2 OMA1 PCSK1N PPARGC1A PRLH RASAL2 RMI1 SCT SCTR SGIP1 SLC12A3 SLC25A25 SORL1 STK39 TBL1XR1 TRPV1 TRPV4 UCP1 VGF WNK4 GOBP_RESPONSE_TO_DISACCHARIDE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_DISACCHARIDE ADIPOQ CALCRL ERCC1 KHK NAGLU PNPLA3 SLC6A1 GOBP_RESPONSE_TO_DOPAMINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_DOPAMINE ABL1 ADCY5 ADCY6 ALK ARRB2 CALY CAV2 CHRM1 CHRM2 CHRM3 CHRM4 CHRM5 DRD1 DRD2 DRD3 DRD4 DRD5 DTNBP1 FCSK FLNA GNA11 GNA14 GNA15 GNAI3 GNAO1 GNAQ GNAS GNAZ GNB1 GNB5 GNG2 GSK3A GSK3B HCN3 HDAC2 HRH1 HRH2 HRH3 HRH4 HTR1A HTR1B HTR1D HTR1E HTR1F HTR2A HTR2B HTR2C HTR3A HTR3B HTR3C HTR3D HTR3E HTR4 HTR5A HTR6 HTR7 KLF16 LRRK2 NCSTN NHERF1 NSG1 NSG2 PALM PRKN PRMT5 PTGER1 RGS4 RGS8 SIN3A SLC1A1 SULT1A3 SULT1A4 TGM2 VPS35 GOBP_RESPONSE_TO_DSRNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_DSRNA CARD9 CAV1 CGAS COLEC12 DDX1 DDX21 DHX36 DHX9 FLOT1 GRIA1 IFIH1 IFIT1 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IFNE IFNK IFNW1 IRAK3 IRF3 KCNJ8 MAPK1 MAPK3 MAVS MUL1 NFKB1 NFKBIA NOD2 NPM1 P2RX7 PDE12 PELI1 PMAIP1 PQBP1 RALB RFTN1 RFTN2 RIGI RIOK3 RIPK2 SLC3A2 STING1 TICAM1 TICAM2 TLR3 ZCCHC3 GOBP_RESPONSE_TO_ELECTRICAL_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_ELECTRICAL_STIMULUS ADSS1 ADSS2 AKAP12 AKAP9 BRD1 BTG2 CALR CD14 CYFIP1 DISC1 EPO FZD3 GHRL GJB6 GNAT1 GRIA1 GRM1 HNRNPD HPCA KCNJ3 KMT2C MMP2 MSTN MT-CO1 MYOG NEUROD2 NQO1 NR4A1 NSMF NTRK1 P2RX7 PALM PRICKLE1 PTEN RAB3A REST RPE65 RPS6KB1 SLC9A1 SOD2 SRC TACR1 TACR2 TH TRIM63 GOBP_RESPONSE_TO_ENDOGENOUS_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_ENDOGENOUS_STIMULUS A2M AANAT ABCA1 ABCA2 ABCA3 ABCB11 ABCC1 ABCC8 ABHD2 ABL1 ACACA ACAP2 ACAT1 ACE ACHE ACOD1 ACR ACSBG1 ACSL1 ACTA1 ACTA2 ACTB ACTN2 ACVR1 ACVR1B ACVR1C ACVR2A ACVR2B ACVRL1 ADAM17 ADAM9 ADAMTS12 ADAMTS3 ADAMTS7 ADAMTSL2 ADCY5 ADCY6 ADCY8 ADGRA2 ADIPOQ ADIPOR1 ADIPOR2 ADISSP ADM ADRA1A ADRA2A ADRB2 ADTRP AGER AGL AGRN AGRP AGT AGTR1 AGTR2 AGTRAP AHCYL1 AHR AHSG AIFM1 AKAP6 AKAP8 AKAP9 AKR1C1 AKR1C2 AKR1C3 AKR1C4 AKT1 AKT1S1 AKT2 ALAD ALK ALPL AMHR2 AMIGO1 ANG ANGPT2 ANGPTL3 ANKRD1 ANO1 ANXA1 ANXA3 AOC1 AP3S1 APAF1 APLN APLP1 APOA1 APOA2 APOE APP APPL1 APPL2 AQP1 AQP8 AQP9 AR AREG ARF6 ARHGEF2 ARID1A ARID1B ARID4A ARID4B ARID5A ARNT ARPC1B ARPC3 ARRB2 ARSB ASCL1 ASH2L ASIP ASPN ASS1 ATF2 ATP1A1 ATP1A2 ATP1A3 ATP2B1 ATP2B4 ATP5F1A ATP7A AVPR1A AVPR1B AVPR2 AXIN1 AXIN2 BACE1 BAG4 BAIAP2 BAMBI BBS2 BBS4 BCAR1 BCAR3 BCAS3 BCHE BCKDHB BCL11A BCL2 BCL2L1 BCL2L11 BCL2L2 BCL9 BCL9L BDNF BECN1 BGLAP BLM BMAL1 BMP10 BMP2 BMP4 BMP5 BMP6 BMP7 BMPER BMPR1A BMPR1B BMPR2 BMT2 BPTF BRAF BRCA1 BRD8 BRIP1 BRMS1 BRMS1L BSG BTG2 C1QTNF12 C2 C2CD5 CA2 CAB39 CACNA1A CACNA1H CACNA1S CACNA2D1 CACNB1 CAD CADM4 CALCA CALCOCO1 CALCR CALR CALY CAMK2A CAMP CAPN10 CAPN2 CARD9 CARM1 CASK CASP3 CASP4 CASP6 CASP7 CASP9 CASQ2 CASR CASTOR1 CASTOR2 CASTOR3P CAT CAV1 CAV2 CAV3 CBL CCBE1 CCKAR CCL19 CCL2 CCL21 CCL5 CCN1 CCN2 CCNA2 CCND1 CCR7 CD109 CD24 CD36 CD38 CD44 CD63 CD68 CD81 CD9 CDC34 CDC6 CDH1 CDH13 CDH5 CDK5 CDK5R1 CDKN1A CDKN1B CDKN1C CDKN2B CDO1 CEACAM1 CEBPB CELA2A CEP57 CER1 CES1 CFLAR CFTR CGA CGB3 CHEK1 CHMP5 CHRD CHRDL1 CHRDL2 CHRM1 CHRM2 CHRM3 CHRM4 CHRM5 CHRNA3 CHRNA7 CHRNB2 CHRND CHST11 CHUK CHURC1 CIB1 CIB2 CIDEA CILP CITED1 CITED2 CITED4 CLDN1 CLDN4 CLDN5 CLEC3B CLOCK CNOT1 CNOT2 CNOT9 COL16A1 COL1A1 COL1A2 COL2A1 COL3A1 COL4A1 COL4A2 COL4A6 COL5A2 COL6A1 COMP CORO1A CORO1B CPEB1 CPEB2 CPEB3 CPEB4 CPN1 CPNE3 CPS1 CRB2 CREB1 CREB3L1 CREBBP CRHBP CRHR1 CRHR2 CRIM1 CRK CRKL CRLS1 CRY1 CRY2 CSH1 CSH2 CSHL1 CSK CSN1S1 CSNK1D CSNK1E CSNK2B CSRP3 CST11 CSTF2 CTDSPL2 CTNNA1 CTNNB1 CTSB CTSD CTSH CTSK CTSL CTSS CUL3 CX3CR1 CXCL12 CXCL13 CXCL8 CXCR4 CYBB CYC1 CYFIP1 CYFIP2 CYP11A1 CYP11B1 CYP11B2 CYP1B1 CYP27B1 CYP7B1 DAB2 DAB2IP DAG1 DAND5 DAXX DCN DCSTAMP DDIT3 DDIT4 DDR2 DDRGK1 DDX11 DDX17 DDX5 DDX54 DEFA1 DEFA1B DEFA3 DEFB124 DENND4C DHCR24 DHH DIAPH1 DKK1 DKK3 DLL1 DLL4 DLX1 DLX3 DLX5 DMTN DNAAF4 DNAI1 DNAJA1 DNM3OS DNMT1 DNMT3A DOCK3 DOK5 DRD1 DRD2 DRD3 DRD4 DRD5 DSG1 DSG2 DSG4 DSTYK DTNBP1 DTYMK DUSP22 DUSP3 DUSP6 DYNC1LI2 ECHDC3 EDN1 EDNRA EDNRB EEF1A1 EEF2K EFNA5 EGFR EGLN2 EGR1 EGR2 EGR3 EHD1 EHD4 EHMT2 EID2 EIF2B1 EIF2B2 EIF2B3 EIF2B4 EIF2B5 EIF4A3 EIF4E EIF4EBP2 EIF6 ELAPOR2 ELAVL4 ELK1 EMD EME1 EMILIN1 ENG ENPP1 EP300 EPB41L5 EPHA2 EPHA4 EPHA8 EPHB2 EPM2AIP1 EPN2 EPO EPRS1 ERBB2 ERBB4 EREG ERFE ERN1 ESR1 ESR2 ESRRA ESRRB ESRRG ETV2 EXT1 EXT2 EZH2 EZR F7 FAM107A FAM20C FAM83G FAM89B FASLG FBH1 FBN1 FBN2 FBP1 FBXL15 FBXO32 FBXW7-AS1 FCER1G FCGR2B FDX1 FECH FER FERMT1 FERMT2 FEZ1 FFAR3 FFAR4 FGB FGF1 FGF10 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFBP1 FGFBP3 FGFR1 FGFR2 FGFR3 FGFR4 FGFRL1 FHL2 FIBIN FIBP FKBP1A FKBP4 FKBP8 FLCN FLNA FLRT1 FLRT2 FLRT3 FLT1 FLT3 FLT4 FMOD FNDC4 FNTA FOLR1 FOLR2 FOS FOSB FOSL1 FOSL2 FOXA1 FOXC1 FOXC2 FOXD1 FOXH1 FOXO1 FOXO4 FOXP1 FPR2 FRS2 FRS3 FSHB FSHR FST FSTL1 FSTL3 FSTL4 FSTL5 FURIN FUT7 FUT8 FUZ FYN FZD1 FZD4 GAB1 GABRB1 GABRB2 GABRB3 GABRG2 GAL GALNT3 GALP GAREM1 GAS1 GAS2L1 GAS5 GAS6 GATA1 GATA3 GATA4 GATA5 GATA6 GBA1 GCG GCGR GCK GCLC GCLM GCNT1 GCNT2 GDF10 GDF15 GDF2 GDF3 GDF5 GDF6 GDF7 GDF9 GFER GFRA1 GH1 GH2 GHR GHRHR GHRL GHSR GIP GIPC1 GJA1 GJB2 GKAP1 GLB1 GLG1 GLP1R GLP2R GLRA1 GLRA2 GNA11 GNA14 GNA15 GNAI1 GNAI2 GNAI3 GNAO1 GNAQ GNAS GNAZ GNB1 GNB5 GNG2 GNRH1 GNRHR GNRHR2 GOLPH3 GOT1 GPC1 GPC3 GPD1 GPER1 GPHB5 GPI GPLD1 GPR150 GPR155 GPR173 GPR21 GPR22 GPR83 GPT GPT2 GPX1 GRB10 GRB14 GRB2 GRB7 GREM1 GREM2 GRIA1 GRIN1 GRIN2A GRK2 GRM5 GSK3A GSK3B GSTM2 GSTM3 GTF2H1 HADH HADHA HAP1 HAS1 HAS2 HCLS1 HCN1 HCN2 HCN3 HCN4 HCRTR1 HCRTR2 HDAC1 HDAC2 HDAC5 HDAC6 HDAC9 HES1 HES5 HEYL HFE HGF HGS HHEX HHIP HIF1A HIPK2 HIVEP1 HJV HMGB2 HMGCS2 HNRNPD HNRNPU HOXA10 HOXA11 HOXA13 HPCA HPGD HPN HRAS HRG HRH1 HRH2 HRH3 HRH4 HSD11B2 HSD3B1 HSD3B2 HSF1 HSP90AA1 HSP90AB1 HSP90B1 HSPA1A HSPA1B HSPA5 HSPA8 HSPB1 HTR1A HTR1B HTR1D HTR1E HTR1F HTR2A HTR2B HTR2C HTR3A HTR3B HTR3C HTR3D HTR3E HTR4 HTR5A HTR6 HTR7 HTRA1 HTRA2 HTRA3 HTRA4 HYAL1 HYAL2 IBSP ICAM1 ID1 IDE IDH1 IER2 IGF1 IGF1R IGF2 IGFBP1 IGFBP2 IGFBP5 IGFBP7 IL10 IL12A IL12B IL17F IL17RD IL1B IL1RN IL22 IL4 IL6 ILK ING1 ING2 INHBA INHBB INPP5K INPPL1 INS INSIG1 INSIG2 INSR INSRR INTS9 IPO5 IQGAP1 IRS1 IRS2 IRS4 ISL1 ITGA2 ITGA3 ITGA4 ITGA5 ITGA8 ITGB1 ITGB1BP1 ITGB2 ITGB3 ITGB5 ITGB6 ITGB8 ITPR1 ITPR2 JAK1 JAK2 JAK3 JCAD JUN JUP KANK1 KANK2 KAT2A KAT2B KBTBD2 KCNC1 KCNC2 KCNE1 KCNJ8 KCNQ1 KCNQ1OT1 KCP KDM1A KDM3A KDM4C KDM5B KDM5D KDR KHK KIDINS220 KIF16B KIT KL KLB KLF1 KLF11 KLF15 KLF16 KLF2 KLF3 KLF4 KLF9 KLHL22 KMT2A KMT2D KNSTRN KRT19 LAMTOR1 LAMTOR2 LAMTOR3 LAMTOR4 LAMTOR5 LANCL2 LARGE1 LARP1 LARS1 LATS1 LATS2 LBH LCN8 LDLR LDLRAD4 LDOC1 LEF1 LEFTY1 LEMD3 LEP LEPR LEPROT LEPROTL1 LGMN LHB LHCGR LHX1 LIMS1 LMO2 LMO3 LONP1 LOX LPIN1 LPIN2 LPIN3 LPL LPXN LRG1 LRIT3 LRP1 LRP2 LRP5 LRP6 LRP8 LRRC32 LRRK2 LTA4H LTBP1 LTBP2 LTBP3 LTBP4 LY6G6D LY6H LYN LYPD1 MAGI2 MAOB MAP1B MAP2K3 MAP2K5 MAP3K7 MAPK1 MAPK13 MAPK14 MAPK3 MAPK7 MAPKAPK2 MAPT MARS1 MAS1 MAS1L MAX MBD5 MC4R MDM2 ME1 MEAK7 MECP2 MED1 MEF2C MEGF8 MEIS2 MEN1 METTL21C MGARP MIA3 MICOS10-NBL1 MIR1-1 MIR100 MIR103A1 MIR106A MIR106B MIR107 MIR10A MIR10B MIR1224 MIR125B1 MIR1271 MIR1298 MIR130A MIR135A1 MIR140 MIR143 MIR145 MIR146A MIR149 MIR15A MIR15B MIR16-1 MIR17 MIR181A2 MIR183 MIR18A MIR195 MIR196A1 MIR199A1 MIR200A MIR200C MIR208A MIR20A MIR21 MIR210 MIR212 MIR214 MIR224 MIR23A MIR26A1 MIR27A MIR27B MIR296 MIR29B1 MIR302A MIR302C MIR30A MIR30B MIR329-1 MIR339 MIR342 MIR361 MIR373 MIR379 MIR421 MIR424 MIR4286 MIR455 MIR4632 MIR493 MIR497 MIR498 MIR503 MIR520C MIR545 MIR564 MIR573 MIR758 MIR762 MIR885 MIR9-1 MIR92A1 MIR93 MIR95 MIR98 MIRLET7F1 MIRLET7G MKKS MME MMP14 MMP2 MMRN2 MMS19 MSI1 MSTN MSX1 MSX2 MT-ND3 MT1G MT3 MTMR4 MTOR MTSS2 MUS81 MXRA5 MYC MYD88 MYO1C MYO5A MYOCD MYOD1 MYOG MZB1 NAMPT NBL1 NCK1 NCL NCOA1 NCOA2 NCOA3 NCOA4 NCOA5 NCOA6 NCOR1 NCOR2 NCSTN NDEL1 NDN NDNF NDP NDST1 NEDD4 NEFL NEO1 NEURL1 NFATC1 NFE2L2 NFIA NFKB1 NFKBIZ NGF NGFR NHERF1 NIBAN2 NKX2-1 NKX2-2 NKX3-1 NKX6-1 NLK NOD1 NOD2 NODAL NOG NONO NOS1 NOS2 NOS3 NOTCH1 NOTCH2 NPAS4 NPC1 NPFFR1 NPFFR2 NPNT NPPC NPR2 NPTN NQO1 NR0B1 NR1D1 NR1D2 NR1H2 NR1H3 NR1H4 NR2C1 NR2E1 NR2E3 NR3C1 NR3C2 NR4A1 NR4A2 NR4A3 NR5A1 NR5A2 NREP NRP1 NRP2 NRROS NSG1 NSG2 NSMF NTF3 NTF4 NTRK1 NTRK2 NTRK3 NUCKS1 NUDC NUMA1 NUS1 OCSTAMP OGT ONECUT1 ONECUT2 OPRD1 OPRK1 OPRM1 OR51E2 OSBPL8 OSTN OTC OTOP1 OTX2 OVOL2 OXTR P2RX3 P2RX4 P2RX7 P2RY1 P2RY11 P2RY12 P2RY2 P2RY4 P2RY6 PADI2 PAGR1 PAK1 PAK2 PALM PALS1 PAPPA PAQR7 PAQR8 PARK7 PARP1 PAX2 PAX6 PAX8 PAX9 PBLD PCK1 PCK2 PCNA PCSK1 PCSK6 PCSK9 PDCD4 PDCD5 PDCD6 PDCD7 PDE2A PDE3A PDE3B PDE4B PDE8A PDGFB PDGFC PDGFD PDGFRA PDGFRB PDK2 PDK4 PDPK1 PDX1 PDXP PEG10 PELO PELP1 PENK PER1 PFKFB1 PGF PGR PGRMC2 PHB1 PHB2 PHEX PHIP PHOX2B PIAS2 PID1 PIK3C2A PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIN1 PIP4K2A PIP4K2B PIP4K2C PITX3 PKD1L1 PKD2 PKLR PKM PKN1 PLA2G1B PLCB1 PLCG1 PLK5 PLPP1 PMEPA1 PML PNPLA3 PNPT1 POMC POR POSTN POU4F2 PPARA PPARD PPARG PPARGC1B PPM1A PPP1R1B PPP1R9B PPP2R5B PPP3CA PRCP PRDM14 PRDM16 PRKAA1 PRKAA2 PRKACA PRKAR1A PRKCA PRKCB PRKCD PRKCE PRKCI PRKCQ PRKCZ PRKD1 PRKD2 PRKDC PRKN PRLH PRLR PRMT1 PRMT2 PRMT5 PRNP PSEN1 PSG9 PTAFR PTGDR PTGDS PTGER1 PTGER2 PTGER4 PTGES3 PTGFR PTGS2 PTH PTK2 PTK2B PTP4A3 PTPN1 PTPN11 PTPN12 PTPN2 PTPN22 PTPRA PTPRC PTPRE PTPRK PTPRU PXN QRFPR RAB10 RAB13 RAB14 RAB31 RAB35 RAB8A RACK1 RAD51 RAF1 RAMP1 RAMP2 RAMP3 RAN RANGAP1 RAP1A RAP1B RAP1BL RAP1GAP RAP1GDS1 RAPGEF1 RAPGEF2 RAPGEF3 RARA RARB RARG RARRES2 RASL11B RB1 RBBP4 RBBP5 RBBP7 RBFOX2 RBM14 RBM4 RBPJ RBPMS2 RBX1 RDX RECQL5 REG1A REG1B REG3A REG3G RELA REN RERG REST RETN RGMA RGMB RGS10 RGS4 RGS8 RHOA RHOQ RHOXF1 RIPK1 RIPK2 RNF111 RNF14 RNF165 RNF6 ROBO1 ROBO2 ROCK1 ROCK2 RPE65 RPL23 RPL27 RPS6KB1 RPTOR RRAGA RRAGB RRAGC RRAGD RUNX2 RUNX3 RWDD1 RXFP1 RXFP2 RXRA RXRB RXRG RYR1 RYR2 RYR3 SAFB SAFB2 SAP130 SAP30 SAP30L SCAP SCGB1A1 SCGB2A1 SCGB2A2 SCN11A SCNN1A SCNN1B SCNN1D SCNN1G SCUBE3 SCX SDC1 SDCBP SELENON SELENOS SEMA6A SERPINA12 SERPINB9 SERPINF1 SESN1 SESN2 SESN3 SETX SFR1 SFRP1 SFRP2 SFRP4 SGCB SGK1 SH2B2 SH3BP4 SH3GL2 SH3RF1 SHC1 SHCBP1 SHISA2 SHMT1 SHOC2 SIK2 SIN3A SINHCAF SIRT1 SIRT2 SIX1 SKI SKIL SKOR1 SKOR2 SKP2 SLC10A1 SLC12A3 SLC1A1 SLC1A2 SLC1A3 SLC22A12 SLC24A4 SLC25A33 SLC26A3 SLC26A5 SLC26A6 SLC27A1 SLC27A4 SLC2A1 SLC2A10 SLC2A4 SLC2A8 SLC30A10 SLC34A1 SLC34A2 SLC38A9 SLC39A14 SLC39A5 SLC4A7 SLC5A5 SLC6A4 SLC7A5 SLC8A1 SLC9A1 SLIT2 SLIT3 SLURP2 SLX4 SMAD1 SMAD2 SMAD3 SMAD4 SMAD5 SMAD5-AS1 SMAD6 SMAD7 SMAD9 SMARCA4 SMARCC1 SMC1A SMOC2 SMPD3 SMURF1 SMURF2 SMYD3 SNAI2 SNCA SNW1 SNX25 SNX5 SNX6 SOCS1 SOCS2 SOCS3 SOCS5 SOGA1 SORBS1 SORL1 SORT1 SOS1 SOS2 SOST SOSTDC1 SOX10 SOX11 SOX2 SOX30 SOX5 SOX6 SOX9 SP1 SP7 SPAAR SPART SPHK1 SPI1 SPIDR SPINK1 SPINT1 SPINT2 SPP1 SPRED1 SPRED2 SPRED3 SPRY1 SPRY2 SPRY3 SPRY4 SRA1 SRARP SRC SRD5A1 SRD5A2 SREBF1 SREBF2 SRF SRSF4 SRSF6 SSH1 SST SSTR1 SSTR2 SSTR3 SSTR4 SSTR5 STAMBPL1 STAT1 STAT2 STAT3 STAT4 STAT5A STAT5B STAT6 STC1 STC2 STEAP2 STK11 STK16 STK39 STMN2 STRAP STRN3 STUB1 STXBP3 STXBP4 SUDS3 SULF1 SULF2 SULT1A3 SULT1A4 SYAP1 SYK TAB1 TAC1 TACR1 TADA3 TAF1 TAF7 TAT TBC1D4 TBC1D7 TBX1 TBX2 TBX20 TCF12 TCF21 TDGF1 TEK TET1 TFAP2B TFAP4 TFF1 TFPI TGFB1 TGFB1I1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 TGFBR3L TGFBRAP1 TGIF1 TGM2 TH THBS1 THRA THRB TICAM1 TIGAR TIMELESS TIMP1 TIMP2 TIMP3 TIMP4 TLR2 TLR4 TLR6 TLR9 TMEM100 TMEM107 TMEM108 TMEM204 TMEM38A TMEM38B TMEM53 TMF1 TMPRSS6 TNC TNF TNFAIP6 TNFRSF11A TNFRSF11B TNFRSF1B TNFSF10 TNFSF4 TNS2 TNXB TOB1 TOMM70 TOP2B TP53 TP63 TPR TRARG1 TREM2 TRERF1 TRH TRIB3 TRIM16 TRIM24 TRIM25 TRIM33 TRIM41 TRIM63 TRIM68 TRIM71 TRIM72 TRIP4 TRPM2 TRPM4 TRPV1 TRPV4 TSC1 TSC2 TSHB TSHR TSPO TWF2 TWIST1 TWIST2 TWSG1 TXN2 TXNIP TYK2 TYMS UBA5 UBE2D1 UBE2D3 UBE2L3 UBE2O UBE3A UBR1 UBR2 UBR5 UCN UCN2 UCN3 UCP1 UCP2 UCP3 UFL1 UFM1 UFSP2 UGCG UGT1A1 UMODL1 UPRT URI1 UROS USF1 USO1 USP15 USP26 USP8 USP9X USP9Y VAMP2 VASN VCAM1 VEGFA VEGFB VEGFC VEGFD VEPH1 VGF VIL1 VIM VPS11 VPS13C VPS18 VPS35 VPS54 VSTM2A VTN VWA2 VWC2 VWC2L WASF1 WBP2 WDTC1 WFIKKN1 WFIKKN2 WNT1 WNT10A WNT10B WNT2 WNT4 WNT5A WNT7A WNT7B WT1 WWOX XBP1 XCL1 XDH XIAP XRN1 YAP1 YES1 YWHAG YWHAH YY1 ZBED3 ZBTB7A ZBTB7B ZDHHC17 ZDHHC7 ZEB1 ZEB2 ZFHX3 ZFP36 ZFP36L1 ZFP36L2 ZFYVE27 ZFYVE9 ZMIZ1 ZMIZ2 ZMPSTE24 ZNF106 ZNF366 ZNF423 ZNF451 ZNF592 ZNF703 ZNF764 ZNF8 ZPR1 ZYX GOBP_RESPONSE_TO_ENDOPLASMIC_RETICULUM_STRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_ENDOPLASMIC_RETICULUM_STRESS ABCA7 ABL1 AFF4 AGR2 AIFM1 ALOX15 ALOX5 AMFR ANKS4B ANKZF1 APAF1 AQP11 ATF3 ATF4 ATF6 ATF6B ATG10 ATP2A1 ATP2A2 ATP2A3 ATXN3 AUP1 BAG6 BAK1 BAX BBC3 BCAP31 BCL2 BCL2L1 BCL2L11 BFAR BHLHA15 BOK BRSK2 CALR CALR3 CANX CASP4 CAV1 CCDC47 CCND1 CDK5RAP3 CEBPB CERT1 CFTR CHAC1 CLGN CLU COPS5 CREB3 CREB3L1 CREB3L2 CREB3L3 CREBZF CTH CXCL8 DAB2IP DDIT3 DDRGK1 DDX3X DERL1 DERL2 DERL3 DNAJB12 DNAJB2 DNAJB9 DNAJC10 DNAJC3 ECPAS EDEM1 EDEM2 EDEM3 EIF2AK2 EIF2AK3 EIF2AK4 EIF2B5 EIF2S1 EIF4G1 ELAVL4 ERLEC1 ERLIN1 ERLIN2 ERMP1 ERN1 ERN2 ERO1A ERP27 ERP29 ERP44 FAF1 FAF2 FAM8A1 FBXO17 FBXO2 FBXO27 FBXO44 FBXO6 FCGR2B FGF21 FICD FLOT1 FOXRED2 GET4 GORASP2 GRINA GSK3B HERPUD1 HERPUD2 HM13 HSP90B1 HSPA1A HSPA5 HYOU1 ITPR1 JKAMP JUN KCNJ8 LPCAT3 LRRK2 MAGEA3 MAN1A1 MAN1A2 MAN1B1 MAN1C1 MANF MAP3K5 MARCHF6 MARCKS MBTPS1 MBTPS2 MIR199A1 MIR200C NCCRP1 NCK1 NCK2 NFE2L2 NGLY1 NHLRC1 NIBAN1 NOD1 NOD2 NPLOC4 NR1H2 NR1H3 NRBF2 NUPR1 OPA1 OS9 P4HB PARK7 PARP16 PARP6 PARP8 PDIA2 PDIA3 PDIA4 PDIA6 PDX1 PIGBOS1 PIK3R1 PIK3R2 PMAIP1 PML PPP1R15A PPP1R15B PPP2CB PRKN PSMC6 PTPN1 PTPN2 QRICH1 RACK1 RASGRF1 RASGRF2 RCN3 RHBDD1 RHBDD2 RNF103 RNF121 RNF139 RNF175 RNF183 RNF185 RNF186 RNF5 RNFT1 RNFT2 SCAMP5 SDF2L1 SEC16A SEC61B SEL1L SEL1L2 SELENOK SELENOS SERINC3 SERP1 SERP2 SESN2 SGTA SIRT1 SRPX STC2 STT3B STUB1 SVIP SYVN1 TARDBP TBL2 THBS1 THBS4 TMBIM6 TMCO1 TMED2 TMEM117 TMEM129 TMEM238L TMEM258 TMEM259 TMEM33 TMEM67 TMTC3 TMTC4 TMUB1 TMUB2 TMX1 TNFRSF10B TOR1A TP53 TRAF2 TRIB3 TRIM13 TRIM25 TTC23L TXNDC12 UBA5 UBAC2 UBE2G2 UBE2J1 UBE2J2 UBE4A UBE4B UBQLN1 UBQLN2 UBXN1 UBXN10 UBXN4 UBXN6 UBXN8 UFC1 UFD1 UFL1 UFM1 UGGT1 UGGT2 UMOD USP13 USP14 USP19 USP25 VAPB VCP WFS1 XBP1 YOD1 GOBP_RESPONSE_TO_EPIDERMAL_GROWTH_FACTOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_EPIDERMAL_GROWTH_FACTOR AKT1 ASCL1 BAG4 BAIAP2 BECN1 CAD CFLAR COL1A1 DAB2 DAB2IP DUSP22 DUSP3 EEF1A1 EGFR ERBB2 ERBB4 FOS FOXC1 GAREM1 INPP5K IQGAP1 KNSTRN MAPK1 MAPK3 MARS1 MED1 NCL PAX2 PDE8A PDPK1 PLCG1 PPP1R9B PTPN11 PTPN12 SNAI2 SNX6 SOX9 STAT5B SYAP1 TDGF1 TPR VIL1 ZFP36 ZFP36L1 ZFP36L2 ZPR1 GOBP_RESPONSE_TO_EPINEPHRINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_EPINEPHRINE ABL1 ADIPOQ ATP2B4 KCNQ1 PDE4B PENK PKLR PRKACA RNLS RYR2 SIRT2 SLC9A1 SNCA SRD5A1 GOBP_RESPONSE_TO_ERYTHROPOIETIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_ERYTHROPOIETIN CD40 EPO EPOR KIT MT1X MT2A RHEX GOBP_RESPONSE_TO_ESTRADIOL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_ESTRADIOL ADCYAP1R1 AIFM1 ALDH1A2 ANXA1 AREG ARPC1B ASS1 BCL2L2 BMP7 CALR CASP3 CASP8 CASP9 CAT CCDC62 CCNA2 CD38 CDKN1B CFLAR COL1A1 CRHBP CRYAB CSN1S1 CTNNB1 CYP19A1 CYP1B1 DHH DNMT3A EGFR ESR1 ESR2 EZH2 F7 FAM210B FGF10 FOXA1 GH1 GHSR GJB2 GPER1 GPI GPX1 GPX4 GRIA1 H2AZ1 HNRNPD HPGD HSF1 HTR5A IGF1R IGFBP2 IHH IL10 ITGA2 KAT5 KIF18A LCOR LEP MAP1B MBD1 MBD2 MBD3 MBD4 MECP2 MMP15 MMP2 MSX2 MYOD1 MYOG NCOA1 NCOA3 NCOR2 NQO1 NR2F2 NRIP1 OGG1 OPRL1 OXTR PCNA PENK POSTN POU4F1 POU4F2 PPP1R9B PTCH1 PTGFR PTGS2 RAMP3 RARA RUVBL2 SFRP1 SLC34A1 SLC6A1 SLC6A4 SOCS2 SRD5A1 SSTR1 SSTR2 SSTR3 STAT3 STAT5B STRN3 STXBP1 TACR1 TACR3 TGFB1 TH TXNIP UCN UGT1A1 WNT7A WNT8B ZNF703 GOBP_RESPONSE_TO_ESTROGEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_ESTROGEN ABCB11 APOA2 AR ARID5A ARPC1B ARSB ASH2L BCAS3 BGLAP BRCA1 CAV1 CD24 CITED1 CITED2 CITED4 CRHBP CTNNA1 CYP27B1 DHH DTYMK EP300 EPO ESR1 ESR2 F7 GAL GATA3 GATA6 GBA1 GHRHR GHRL GSTM3 HOXA10 HOXA11 HSP90AA1 IGFBP2 KMT2D KRT19 MDM2 MIR493 MME MMP14 MMP2 MSTN NCOA4 OCSTAMP OPRK1 PELP1 PRKAA1 RARA RBBP5 SERPINB9 SFR1 SFRP1 SLC10A1 SLC34A2 SMAD6 SP1 SRA1 SRD5A1 TEK TGFB3 TNFRSF11B TRIM24 TRIM25 TSHB WBP2 WNT7A ZNF366 GOBP_RESPONSE_TO_ETHANOL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_ETHANOL ABAT ABCB11 ADCY7 ADCYAP1R1 ADH6 ADH7 ADIPOQ ALAD ATP5F1A AVP BAK1 BGLAP BIRC2 CASP8 CAT CBL CD14 CD27 CDK1 CDO1 CHRNA7 CHRNB2 CLDN1 CLDN18 CLDN3 CLDN5 CLDN7 CNR1 CPT1A CRHBP CRHR1 CSF3 CTSK CYBB CYP7A1 DBH DMAP1 DNMT3A DRD2 DRD3 DRD4 EHMT2 EIF4G1 EPS8 FECH FGF19 FGFR2 FOS FYN G6PD GABBR1 GLRA1 GLRA2 GNRH1 GOT2 GRIN1 GRIN2A GRIN2B GRIN3A HDAC2 HMGCS2 HPGD HTR1B IGF1R IL13 IL2 ITPR2 KCNC2 KCNMB1 LEP MAOB MSTN MT-ND4 MYD88 NPPC NQO1 NR0B2 OGG1 OPRK1 OPRM1 PAX6 PENK POLB PPARA PRKAA1 PRKCB PRKCE PSMD14 PTH PTK2B RARA RGS19 RGS2 RGS4 RGS7 RPS6KB1 S100A8 SDF4 SETD7 SLC10A1 SLC23A2 SLC2A4 SLC6A3 SOD1 SOD2 SPINK1 SREBF1 ST6GAL1 TACR1 TBXA2R TBXAS1 TH TNC TNF TNFRSF11A TP53INP1 TUFM TYMS UGT1A1 USP46 VCAM1 VHL GOBP_RESPONSE_TO_ETHER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_ETHER ABCB4 CDK4 FOXP3 GOLPH3 HNRNPD LARP1 LIPA MDM2 PLCB1 PTAFR TH ZC3H12A GOBP_RESPONSE_TO_EXTRACELLULAR_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_EXTRACELLULAR_STIMULUS A2M ABCA1 ABCG5 ABCG8 ACACB ACADM ACAT1 ACE ACSL1 ACTA1 ACVR1C ADIPOQ ADM ADNP ADORA2B ADRB1 ADRB2 ADRB3 ADSL ADSS1 AGL AIFM1 AKR1C3 AKT1 ALAD ALB ALDH1A2 ALPL AMBRA1 AMELX AOC1 APAF1 APOE APPL2 AQP2 AQP3 ARHGAP35 ARSB ASCL1 ASGR1 ASL ASNS ASS1 ATF2 ATF3 ATF4 ATG14 ATG5 ATG7 ATN1 ATXN3 AVPR1A AXL BAX BBS2 BBS4 BCAS3 BCHE BCKDHB BCL10 BCL2 BECN1 BECN2 BGLAP BHLHA15 BMP7 BMP8A BMPR2 BMT2 BNIP2 BNIP3 BRIP1 C2 CAD CARTPT CASR CASTOR1 CAT CBL CBS CCL28 CD40 CD68 CDKN1A CDKN2B CDKN2D CHRNA7 CHSY1 CIDEB CLEC16A CLPS CLPSL1 CLPSL2 CNR1 CNTN2 COL1A1 COMT CPEB4 CPS1 CPT1A CREBBP CSH1 CSH2 CSHL1 CSNK1A1 CTSK CXCL10 CYBB CYP1A1 CYP1B1 CYP24A1 CYP26A1 CYP26B1 CYP27B1 CYP8B1 CYSLTR1 DAP DAPL1 DCTPP1 DDIT3 DEPDC5 DNAJC15 DNMT3A DSC2 EHMT2 EIF2A EIF2AK1 EIF2AK2 EIF2AK3 EIF2AK4 EIF2S1 EIF4G1 ELAPOR1 ENSA ENSG00000274276 EP300 EPO ERCC1 ERCC6 F5 F7 FADS1 FAM107A FAS FBP1 FBXO22 FES FGF21 FGF23 FKBP1B FLCN FNIP1 FOLR1 FOLR2 FOS FOSL1 FOXA2 FOXA3 FOXK1 FOXK2 FOXO1 FOXO3 FOXO4 G6PD GABARAP GABARAPL1 GABARAPL2 GABARAPL3 GALP GAS2L1 GAS6 GAST GATA4 GBA1 GCGR GCLC GCLM GCN1 GDAP1 GDF15 GDF3 GFRAL GH1 GH2 GHR GHRH GHRL GHSR GIP GIPR GLRX2 GLUL GNAI2 GNPAT GPR155 GPT GPT2 GPX1 GSDMD H6PD HCRT HFE HLCS HMGCS2 HNRNPA1 HSD11B2 HSF1 HSPA5 HSPA8 HTR2C HTR4 IFI16 IGF1R IGFBP2 IL15RA IL1A IMPACT INHBB ITFG2 ITGA2 ITGA4 JMY KANK2 KAT2A KAT2B KAT5 KCNB1 KDM4A KICS2 KIF26A KL KLF10 KPTN KRT20 KYNU LAMP2 LAMTOR1 LARP1 LARS1 LDLR LEP LGSN LIPA LIPG LPL LRAT LRP11 LRRK2 LTA LYN MAP1B MAP1LC3A MAP1LC3B MAP1LC3B2 MAP1LC3C MAP3K5 MAP3K7 MAPK1 MAPK14 MAPK3 MAPK8 MAPKAP1 MAX MBD1 MBD2 MBD3 MC4R MDM2 MEAK7 MED1 MFSD2A MIOS MIR125B1 MKKS MLST8 MLXIPL MN1 MPO MT3 MTHFR MTMR3 MTOR MYBBP1A MYH13 MYOCD MYOD1 NCOA1 NENF NFE2L2 NFKBIZ NMUR2 NNT NOCT NOD2 NONO NPPC NPRL2 NPRL3 NPY NQO1 NR1H4 NR4A2 NTRK1 NUAK1 NUAK2 NUDT1 NUDT15 NUPR2 OGG1 OGT OMA1 OTC OTUD3 P2RX7 PAGE4 PARP2 PAX2 PCK1 PCK2 PCSK1 PCSK1N PCSK9 PDK2 PDK4 PDX1 PENK PEX2 PFKFB1 PHEX PICK1 PIK3C2B PIK3C3 PIK3R4 PIM1 PKLR PLD1 PLEC PLIN2 PLIN3 PMAIP1 POMC POSTN PPARA PPARD PPARG PPARGC1A PPM1D PPP1R9B PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 PRKCB PRKCG PRKD1 PRL PRLH PROX1 PRR5 PSPH PTGS2 PTH PTPRC RALB RARA RASAL2 RASGRP4 RELA RHEB RICTOR RIPOR1 RMI1 RNF152 RNF167 RPS19 RPS6KB1 RPTOR RRAGA RRAGB RRAGC RRAGD RRP8 RUNX2 RXRA RXRB SCNN1B SCT SCTR SEC13 SEH1L SESN1 SESN2 SESN3 SFRP1 SFRP2 SGIP1 SH3GLB1 SHANK2 SIPA1 SIRT1 SIRT2 SIRT5 SLC10A1 SLC12A3 SLC16A1 SLC1A2 SLC22A3 SLC25A25 SLC27A4 SLC2A1 SLC34A1 SLC38A2 SLC38A3 SLC39A4 SLC39A5 SLC6A19 SLC6A4 SLC7A5 SNAI2 SNW1 SOD2 SORL1 SOX2 SP1 SP7 SPINK1 SPP1 SPX SRC SRD5A1 SRD5A2 SREBF1 SREBF2 SRF SST SSTR1 SSTR2 SSTR3 STAT1 STC1 STC2 STK24 STK26 STK39 SUV39H1 SZT2 TBC1D5 TBC1D7 TBL1XR1 TBL2 TBXA2R TFEB TFRC TH TLE5 TMEM126B TMEM135 TMIGD1 TNC TNF TNFRSF11A TNFRSF11B TNRC6A TP53 TPCN2 TRIM24 TRIM25 TRPV1 TRPV4 TSC1 TSC2 TSHB TSPO TSSK1B TSSK2 TSSK3 TSSK6 TTC5 TXN2 TYMS TYR UCN UCN2 UCN3 UCP1 UCP2 UCP3 UGT1A1 ULK1 ULK2 ULK3 UPP1 USF1 USF2 USP33 VCAM1 VDR VGF VPS41 WDR24 WDR45 WDR45B WDR59 WIPI1 WIPI2 WNK4 WNT11 WNT2B WNT4 WNT9B WRN XBP1 XPR1 YARS1 YWHAG YWHAZ ZC3H12A ZEB1 ZEB2 ZFP36 ZFYVE1 GOBP_RESPONSE_TO_FATTY_ACID https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_FATTY_ACID ACSL1 ADIPOQ AKR1C1 AKR1C2 AKR1C3 AKR1C4 ALAD ASS1 CAT CD36 CDK4 CLDN1 CPS1 CPT1A DGAT2 EDN1 FFAR1 FFAR2 FFAR3 FOXO1 FOXO3 GIPR GLDC GNPAT HES1 HMGCS2 ID3 ILDR1 IRS1 KCNK4 LDLR LPL MIR92A1 NR1H4 OR51E2 PCSK1 PDK3 PDK4 PDX1 PID1 PIK3CA PLCB1 PPP5C PTAFR PTGS2 SCD SMARCD1 SOX9 SRC SREBF1 TBXAS1 TLR2 UCP1 UCP2 XRCC5 ZC3H12A GOBP_RESPONSE_TO_FIBROBLAST_GROWTH_FACTOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_FIBROBLAST_GROWTH_FACTOR APLN CASR CCL2 CCL5 CCN2 CD44 CEP57 CHURC1 COL1A1 CPS1 CREB3L1 CRKL CTNNB1 CXCL13 CXCL8 DLL4 DSTYK EGR3 ELK1 EXT1 EXT2 FAM20C FGF1 FGF10 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFBP1 FGFBP3 FGFR1 FGFR2 FGFR3 FGFR4 FGFRL1 FIBP FLRT1 FLRT2 FLRT3 FRS2 FRS3 FUZ GALNT3 GATA3 GCLC GCLM GPC1 GRB2 HHIP HYAL1 HYAL2 IER2 IQGAP1 ITGB1BP1 KCNC1 KDM5B KIF16B KL KLB LHX1 LRIT3 MIR1-1 MIR146A MIR149 MIR15A MIR16-1 MIR339 MIR424 MIR503 MIR573 NDNF NDST1 NGFR NOG NPR2 NPTN NR4A1 OTX2 PAX6 POSTN PRDM14 PRKD2 PTH PTPN11 RAB14 RUNX2 SCGB1A1 SETX SFRP1 SHCBP1 SHISA2 SHOC2 SMOC2 SOS1 SPRY1 SPRY2 SPRY3 SPRY4 SULF1 SULF2 TBX1 TBX2 TDGF1 THBS1 TNC TRIM71 WNT4 WNT5A ZFP36 ZFP36L1 ZFP36L2 GOBP_RESPONSE_TO_FLUID_SHEAR_STRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_FLUID_SHEAR_STRESS ABCA1 ACE ADAM9 AKT1 ASS1 CITED2 CSF2 HAS2 HDAC3 KLF2 KLF4 MAP2K5 MAPK7 MEF2C MIR126 MIR92A1 MMP2 MTSS1 NFE2L2 NOS3 P2RX4 P2RX7 PKD1 PKD2 PLEC PTGS2 PTK2B SMAD6 SMAD7 SOCS5 SRC SREBF2 TFPI2 TGFB3 GOBP_RESPONSE_TO_FOLIC_ACID https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_FOLIC_ACID ASCL1 BCHE CBS ENSG00000274276 FOLR1 FOLR2 GPX1 MTHFR NFKBIZ OGG1 TYMS GOBP_RESPONSE_TO_FOLLICLE_STIMULATING_HORMONE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_FOLLICLE_STIMULATING_HORMONE CYP1B1 EDN1 EDNRA EFNA5 EPHA8 FSHR GATA1 GCLC GCLM GHSR INHBA NOTCH1 PAPPA SRD5A1 SRD5A2 TGFBR3 GOBP_RESPONSE_TO_FOOD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_FOOD AKT1 ATN1 BBS2 BBS4 BCL10 CARTPT CHRNA7 CLPS CLPSL1 CLPSL2 CPS1 CYP1A1 G6PD GAST GHR GHRH GHRL GHSR HSD11B2 LEP MKKS MPO MT3 NENF NPY PLEC PPARA PRKCG SCNN1B SLC16A1 SLC25A25 SPX SREBF1 TMEM126B TMEM135 UCN GOBP_RESPONSE_TO_FORSKOLIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_FORSKOLIN ADCY1 ADCY2 ADCY3 ADCY5 ADCY6 ADCY8 AHR CFTR CREB1 EFNA5 FDX1 GNAI1 MIR342 SLC5A5 GOBP_RESPONSE_TO_FRUCTOSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_FRUCTOSE GCKR KHK PCK1 PTGS2 SLC26A6 SLC2A5 TNF XBP1 GOBP_RESPONSE_TO_FUNGICIDE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_FUNGICIDE EHMT1 EHMT2 GRIA1 KDM1A KDM5B KDM6B SRD5A1 GOBP_RESPONSE_TO_FUNGUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_FUNGUS ARG1 ATG5 BAK1 BCL10 BTK CARD9 CHGA CLEC4A CLEC4C CLEC4D CLEC4E CLEC6A CLEC7A COTL1 CRK CTSG CX3CR1 DCD DEFA1 DEFA1B DEFA3 DEFA4 DEFA5 DEFA6 DEFB106A DEFB106B DEFB114 DEFB119 DEFB136 DEFB4A ELANE FAM3A GAPDH GNLY GPR15LG HAMP HRG HTN1 HTN3 IL17A IL17RA IL17RC IL25 IL36RN JAGN1 LTF MALT1 MPO MYD88 NLRP10 PLA2G5 PLCG2 PTX3 RARRES2 RNASE7 RNASE8 S100A12 S100A8 S100A9 SCIMP SPI1 SPON2 SYK TLR4 TRIM62 USP15 ZBP1 GOBP_RESPONSE_TO_GAMMA_RADIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_GAMMA_RADIATION APOBEC1 ATM ATR BAK1 BAX BCL2 BCL2L1 BRCA2 CBL CDKN1A CHEK2 CRYAB CXCL10 DCUN1D3 EGR1 ELK1 ERCC6 FANCD2 GPX1 GTF2H5 H2AX HRAS HSF1 IL1A KDM1A LIG4 MAP3K20 MDM2 MEN1 MIR21 MYC PARP1 PML POLB PRKAA1 PRKDC PTPRC RPL26 SOD2 TIGAR TLK2 TMEM109 TP53 TREX1 TSPYL5 WRN XRCC2 XRCC5 XRCC6 YAP1 ZMPSTE24 GOBP_RESPONSE_TO_GLUCAGON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_GLUCAGON ADCY8 ASS1 CCNA2 CDO1 CPS1 CREB1 CRY1 CYC1 FGF21 GCG GCGR GJB2 GLP1R GLP2R HMGCS2 PCK1 PFKFB1 PRKACA PRKAR1A RPS6KB1 SREBF1 STK11 GOBP_RESPONSE_TO_GLYCOPROTEIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_GLYCOPROTEIN EDEM1 EDEM2 EDEM3 F7 MAN1A1 MAN1A2 MAN1B1 MAN1C1 NPPC SLC5A5 TSHR GOBP_RESPONSE_TO_GONADOTROPIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_GONADOTROPIN CCNA2 CYP1B1 EDN1 EDNRA EFNA5 EPHA8 FSHR GATA1 GATA6 GCLC GCLM GHSR GJB2 INHBA INHBB ITGA3 LHCGR MAS1 NOTCH1 NPR2 NSMF PAPPA PAX8 SLC5A5 SRD5A1 SRD5A2 TGFBR3 WT1 GOBP_RESPONSE_TO_GONADOTROPIN_RELEASING_HORMONE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_GONADOTROPIN_RELEASING_HORMONE CRHBP GNRHR GNRHR2 GPR173 MGARP NR5A1 TCF12 UMODL1 GOBP_RESPONSE_TO_GRAM_POSITIVE_BACTERIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_GRAM_POSITIVE_BACTERIUM CDH1 CLDN3 FOSL2 IL27 NFKBIZ GOBP_RESPONSE_TO_GRANULOCYTE_MACROPHAGE_COLONY_STIMULATING_FACTOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_GRANULOCYTE_MACROPHAGE_COLONY_STIMULATING_FACTOR AKT1 CD4 CSF2 ETV3 NPR2 PDE1B PRLR ZFP36 ZFP36L2 GOBP_RESPONSE_TO_GRAVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_GRAVITY BGLAP CCNG1 FOS FOSL1 GHR MSTN NOX3 OTOP1 PTAFR GOBP_RESPONSE_TO_GROWTH_FACTOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_GROWTH_FACTOR ABL1 ACAP2 ACTA2 ACVR1 ACVR1B ACVR1C ACVR2A ACVR2B ACVRL1 ADAM17 ADAM9 ADAMTS12 ADAMTS3 ADAMTS7 ADAMTSL2 ADGRA2 ADISSP AGT AGTR2 AKT1 AKT1S1 AMHR2 ANGPT2 ANKRD1 ANXA1 ANXA3 APAF1 APLN APOA1 APPL1 APPL2 ARF6 ARID4A ARID4B ARNT ARPC3 ARRB2 ASCL1 ASPN ATF2 ATP2B4 ATP7A AXIN1 BAG4 BAIAP2 BAMBI BCAR1 BCL9 BCL9L BDNF BECN1 BGLAP BMP10 BMP2 BMP4 BMP5 BMP6 BMP7 BMPER BMPR1A BMPR1B BMPR2 BPTF BRAF BRMS1 BRMS1L CAD CADM4 CALCA CASK CASP3 CASR CAT CAV1 CAV2 CAV3 CBL CCBE1 CCL2 CCL5 CCN1 CCN2 CCNA2 CD109 CD44 CD63 CDC34 CDH5 CDKN1C CDKN2B CEP57 CER1 CFLAR CHRD CHRDL1 CHRDL2 CHST11 CHURC1 CIB1 CIDEA CILP CITED1 CITED2 CLDN1 CLDN5 CLEC3B COL1A1 COL1A2 COL2A1 COL3A1 COL4A2 COMP CORO1A CORO1B CPNE3 CPS1 CRB2 CREB1 CREB3L1 CREBBP CRIM1 CRK CRKL CSNK1D CSNK1E CSTF2 CTDSPL2 CTNNB1 CTSK CX3CR1 CXCL13 CXCL8 CYFIP1 CYFIP2 DAB2 DAB2IP DAND5 DCN DCSTAMP DDIT3 DDIT4 DDR2 DDX5 DKK1 DKK3 DLL1 DLL4 DLX1 DLX3 DLX5 DNM3OS DOCK3 DOK5 DSG4 DSTYK DTYMK DUSP22 DUSP3 DUSP6 DYNC1LI2 EDN1 EEF1A1 EEF2K EGFR EGR1 EGR3 EHD1 EHD4 EID2 EIF4A3 ELAPOR2 ELAVL4 ELK1 EMD EMILIN1 ENG EP300 EPB41L5 EPHA2 EPN2 ERBB2 ERBB4 ERN1 ETV2 EXT1 EXT2 FAM20C FAM83G FAM89B FASLG FBN1 FBN2 FBXL15 FBXW7-AS1 FER FERMT1 FERMT2 FEZ1 FGF1 FGF10 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFBP1 FGFBP3 FGFR1 FGFR2 FGFR3 FGFR4 FGFRL1 FIBP FKBP1A FKBP8 FLCN FLRT1 FLRT2 FLRT3 FLT1 FLT3 FLT4 FMOD FNDC4 FNTA FOLR1 FOS FOXC1 FOXD1 FOXH1 FRS2 FRS3 FSHB FST FSTL1 FSTL3 FSTL4 FSTL5 FURIN FUT8 FUZ FYN FZD1 FZD4 GAB1 GALNT3 GAREM1 GAS1 GAS6 GATA3 GATA4 GATA5 GATA6 GCLC GCLM GCNT2 GDF10 GDF15 GDF2 GDF3 GDF5 GDF6 GDF7 GDF9 GFRA1 GIPC1 GLG1 GPC1 GPC3 GPR155 GRB10 GRB2 GREM1 GREM2 GRIA1 HAP1 HAS1 HAS2 HDAC1 HDAC2 HDAC6 HES1 HES5 HEYL HFE HGF HGS HHEX HHIP HIF1A HIPK2 HIVEP1 HJV HOXA13 HPGD HRG HSP90AB1 HSPA1A HSPA5 HSPB1 HTRA1 HTRA2 HTRA3 HTRA4 HYAL1 HYAL2 IBSP ID1 IER2 IGF1R IL10 IL12A IL12B IL17F IL17RD IL1B IL4 ILK ING1 ING2 INPP5K INSR INTS9 IQGAP1 ITGA3 ITGA5 ITGA8 ITGB1 ITGB1BP1 ITGB3 ITGB5 ITGB6 ITGB8 JCAD JUN KAT2A KCNC1 KCNC2 KCNQ1OT1 KCP KDM5B KDR KIDINS220 KIF16B KL KLB KLF4 KMT2A KNSTRN LATS1 LATS2 LDLRAD4 LEF1 LEFTY1 LEMD3 LGMN LHX1 LIMS1 LOX LPXN LRG1 LRIT3 LRP2 LRP8 LRRC32 LTBP1 LTBP2 LTBP3 LTBP4 MAGI2 MAP1B MAP2K3 MAP2K5 MAP3K7 MAPK1 MAPK14 MAPK3 MAPK7 MAPKAPK2 MAPT MARS1 MDM2 MED1 MEF2C MEGF8 MEIS2 MEN1 MICOS10-NBL1 MIR1-1 MIR100 MIR106A MIR10A MIR10B MIR1224 MIR125B1 MIR1298 MIR130A MIR140 MIR146A MIR149 MIR15A MIR15B MIR16-1 MIR17 MIR181A2 MIR183 MIR18A MIR195 MIR196A1 MIR199A1 MIR200C MIR20A MIR21 MIR210 MIR212 MIR214 MIR23A MIR26A1 MIR27A MIR27B MIR296 MIR29B1 MIR302C MIR30A MIR30B MIR329-1 MIR339 MIR342 MIR361 MIR373 MIR424 MIR4632 MIR497 MIR498 MIR503 MIR520C MIR564 MIR573 MIR885 MIR9-1 MIR93 MIR98 MIRLET7F1 MIRLET7G MMRN2 MSTN MSX1 MSX2 MT1G MT3 MTMR4 MTSS2 MXRA5 MYC MYO1C MYOCD MYOG NBL1 NCL NDN NDNF NDP NDST1 NEDD4 NEO1 NFATC1 NFIA NFKBIZ NGF NGFR NIBAN2 NKX2-1 NLK NOG NOS1 NOTCH1 NOTCH2 NPNT NPR2 NPTN NR3C1 NR4A1 NREP NRP1 NRP2 NRROS NTF3 NTF4 NTRK1 NTRK2 NTRK3 NUMA1 NUS1 OGT ONECUT1 ONECUT2 OPRD1 OTX2 OVOL2 P2RY1 PAK2 PALS1 PARP1 PAX2 PAX6 PAX9 PBLD PCSK6 PDCD4 PDCD5 PDCD6 PDE2A PDE3A PDE8A PDGFB PDGFD PDGFRA PDGFRB PDPK1 PEG10 PELO PENK PGF PHOX2B PIK3CA PIK3CB PIK3CD PIN1 PITX3 PLCG1 PLK5 PMEPA1 PML POSTN PPARA PPARG PPM1A PPP1R9B PPP2R5B PRDM14 PRDM16 PRKCB PRKD1 PRKD2 PRMT1 PSG9 PTH PTK2 PTP4A3 PTPN1 PTPN11 PTPN12 PTPRK PXN RAB14 RAB35 RACK1 RAF1 RAMP2 RAP1A RAP1GAP RAPGEF1 RAPGEF2 RASL11B RBBP4 RBBP7 RBPJ RBPMS2 RDX RELA RGMA RGMB RIPK1 RNF111 RNF165 ROBO1 ROCK1 ROCK2 RPS6KB1 RUNX2 RUNX3 SAP130 SAP30 SAP30L SCGB1A1 SCUBE3 SCX SDCBP SEMA6A SETX SFRP1 SFRP2 SFRP4 SH3GL2 SHC1 SHCBP1 SHISA2 SHOC2 SIN3A SINHCAF SIRT1 SKI SKIL SKOR1 SKOR2 SLC2A10 SLC39A5 SLC4A7 SLIT2 SMAD1 SMAD2 SMAD3 SMAD4 SMAD5 SMAD5-AS1 SMAD6 SMAD7 SMAD9 SMOC2 SMPD3 SMURF1 SMURF2 SNAI2 SNW1 SNX25 SNX6 SORL1 SORT1 SOS1 SOST SOSTDC1 SOX11 SOX2 SOX5 SOX6 SOX9 SPART SPHK1 SPI1 SPINT1 SPINT2 SPRED1 SPRED2 SPRED3 SPRY1 SPRY2 SPRY3 SPRY4 SRC SRD5A1 STAT3 STAT5B STK11 STK16 STMN2 STRAP STUB1 SUDS3 SULF1 SULF2 SYAP1 TAB1 TAC1 TBC1D7 TBX1 TBX2 TBX20 TDGF1 TET1 TFAP2B TGFB1 TGFB1I1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 TGFBR3L TGFBRAP1 TGIF1 TH THBS1 TLR4 TMEM100 TMEM108 TMEM204 TMEM53 TMPRSS6 TNC TNFAIP6 TNFRSF1B TNXB TOB1 TP53 TPR TRIM33 TRIM71 TRPV1 TWF2 TWIST1 TWSG1 UBE2D1 UBE2D3 UBE2O URI1 USP15 USP8 USP9X USP9Y VASN VCAM1 VEGFA VEGFB VEGFC VEGFD VEPH1 VIL1 VSTM2A VTN VWC2 VWC2L WASF1 WFIKKN1 WFIKKN2 WNT1 WNT10A WNT2 WNT4 WNT5A WNT7A WWOX XCL1 XDH XIAP YES1 ZBTB7A ZDHHC17 ZEB1 ZEB2 ZFHX3 ZFP36 ZFP36L1 ZFP36L2 ZFYVE27 ZFYVE9 ZMIZ1 ZMIZ2 ZNF423 ZNF451 ZNF703 ZNF8 ZPR1 ZYX GOBP_RESPONSE_TO_GROWTH_HORMONE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_GROWTH_HORMONE AKT1 ASS1 CPS1 CSH1 CSH2 CSHL1 F7 GDF15 GH1 GH2 GHR GHRL GHSR HMGCS2 IGFBP5 JAK1 JAK2 JAK3 LEPROT LEPROTL1 LYN MBD5 PHEX PIK3R1 PNPT1 PTK2 PTPN1 PXN SHOC2 SLC34A1 SOCS2 SRD5A1 STAT3 STAT5A STAT5B STAT6 TRIM16 TYK2 GOBP_RESPONSE_TO_HEAT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_HEAT AKT1 ANO1 ASIC3 ATM ATR ATXN3 BAG3 CALCA CASQ1 CDKN1A CETN1 CHORDC1 CLPB CREBBP CRNN CRYAA CRYAB CXCL10 DAXX DHX36 DNAJA1 DNAJA2 DNAJA3 DNAJA4 DNAJB1 DNAJB4 DNAJB6 DNAJC2 DNAJC7 EIF2B1 EIF2B2 EIF2B3 EIF2B4 EIF2B5 EIF2S1 EP300 FGF1 GCLC GSK3B HDAC2 HIKESHI HMOX1 HSBP1 HSBP1L1 HSF1 HSP90AA1 HSP90AA2P HSP90AA4P HSP90AB1 HSP90AB2P HSP90AB3P HSP90AB4P HSPA1A HSPA1B HSPA2 HSPA6 HSPB1 HSPB2 HSPB6 HTRA2 IER5 IGF1 IL1A IRAK1 LRP11 LYN MAP2K7 MAPKAPK2 MAPT MICA MICB MTOR NF1 NOS1 NOS3 P2RX3 PDCD6 PIRT PRKACA PSIP1 PTGS2 RBBP7 SCARA5 SCN11A SCN2B SIRT1 SLC52A3 SLU7 SOD1 ST8SIA1 STAC STUB1 SUMO1 TCIM TFEC THBS1 TP53INP1 TPR TRPM2 TRPV1 TRPV4 VCP YWHAE ZFAND1 GOBP_RESPONSE_TO_HEPARIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_HEPARIN AOC1 EGR1 EXT1 GPIHBP1 SFRP1 SLIT2 SOX9 GOBP_RESPONSE_TO_HEPATOCYTE_GROWTH_FACTOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_HEPATOCYTE_GROWTH_FACTOR ADAMTS12 APPL1 APPL2 BCAR1 CASR CREB1 CRK GAB1 GCLC GCLM HGF IL10 LGMN MED1 NRP1 RELA TDGF1 VIL1 GOBP_RESPONSE_TO_HISTAMINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_HISTAMINE AOC1 DIAPH1 DRD2 DRD3 DRD4 GABRB1 GABRB2 GABRB3 GABRG2 HRH1 RAB44 GOBP_RESPONSE_TO_HORMONE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_HORMONE A2M AANAT ABCA2 ABCA3 ABCB11 ABCC8 ABHD2 ACACA ACAT1 ACE ACOD1 ACR ACSBG1 ACSL1 ACTA1 ACTN2 ACVR1C ADAM9 ADCY6 ADCY8 ADIPOQ ADIPOR1 ADIPOR2 ADM ADRA1A ADRA2A ADTRP AGL AGRP AGT AGTR1 AGTR2 AGTRAP AHCYL1 AHSG AIFM1 AKAP8 AKR1C1 AKR1C2 AKR1C3 AKR1C4 AKT1 AKT2 ALAD ALPL ANG ANGPTL3 ANXA1 ANXA3 AP3S1 APOA2 APPL1 APPL2 AQP1 AR AREG ARID1A ARID1B ARID5A ARPC1B ARSB ASH2L ASIP ASS1 ATP1A1 ATP1A2 ATP1A3 ATP2B1 ATP5F1A AVPR1A AVPR1B AVPR2 AXIN2 BAIAP2 BBS2 BBS4 BCAR1 BCAR3 BCAS3 BCHE BCKDHB BCL2 BCL2L11 BGLAP BMAL1 BMP6 BMP7 BRAF BRCA1 BRD8 BRIP1 BSG BTG2 C1QTNF12 C2 C2CD5 CA2 CAB39 CACNA1H CAD CALCOCO1 CALCR CALR CAMK2A CAPN10 CARD9 CARM1 CASP3 CASP9 CAT CAV1 CAV2 CCKAR CCL19 CCL21 CCNA2 CCND1 CCR7 CD24 CD38 CDC6 CDKN1A CDKN1B CDO1 CEACAM1 CELA2A CFLAR CGA CGB3 CHUK CITED1 CITED2 CITED4 CLDN1 CLDN4 CLOCK CNOT1 CNOT2 CNOT9 COL1A1 COL3A1 CPEB1 CPEB2 CPN1 CPS1 CREB1 CRHBP CRHR1 CRHR2 CRK CRLS1 CRY1 CRY2 CSH1 CSH2 CSHL1 CSK CSN1S1 CSNK2B CSRP3 CST11 CTNNA1 CTSB CTSD CTSH CTSK CTSL CTSS CXCL12 CYBB CYC1 CYFIP1 CYP11A1 CYP11B1 CYP11B2 CYP1B1 CYP27B1 CYP7B1 DAB2 DAG1 DAXX DDIT4 DDR2 DDRGK1 DDX17 DDX5 DDX54 DEFA1 DEFA1B DEFA3 DENND4C DHCR24 DHH DNAAF4 DNAI1 DNAJA1 DSG1 DSG2 DTYMK ECHDC3 EDN1 EDNRA EDNRB EEF2K EFNA5 EGLN2 EGR1 EGR2 EIF2B1 EIF2B2 EIF2B3 EIF2B4 EIF2B5 EIF4E EIF4EBP2 EIF6 ENPP1 EP300 EPHA8 EPM2AIP1 EPO EPRS1 EREG ERFE ESR1 ESR2 ESRRA ESRRB ESRRG F7 FAM107A FBN1 FBP1 FBXO32 FECH FER FFAR3 FFAR4 FGB FGF21 FGF23 FHL2 FIBIN FKBP4 FLT3 FOS FOSB FOSL1 FOSL2 FOXA1 FOXC2 FOXH1 FOXO1 FOXO4 FOXP1 FSHR FUT7 GAB1 GABRB1 GAL GALP GAS2L1 GATA1 GATA3 GATA6 GBA1 GCG GCGR GCK GCLC GCLM GCNT1 GDF15 GH1 GH2 GHR GHRHR GHRL GHSR GIP GJB2 GKAP1 GLB1 GLP1R GLP2R GNAI1 GNAI2 GNB1 GNG2 GNRH1 GNRHR GNRHR2 GOT1 GPER1 GPHB5 GPI GPLD1 GPR150 GPR173 GPR21 GPR22 GPR83 GPT GPT2 GPX1 GRB10 GRB14 GRB2 GRB7 GRIA1 GSK3A GSK3B GSTM3 GTF2H1 HADH HADHA HCLS1 HCRTR1 HCRTR2 HDAC1 HDAC5 HDAC6 HDAC9 HES1 HEYL HMGB2 HMGCS2 HNRNPU HOXA10 HOXA11 HPN HRAS HSD11B2 HSD3B1 HSD3B2 HSF1 HSP90AA1 HSPA1A HSPA1B HSPA8 HTR1B IDE IDH1 IGF1R IGF2 IGFBP1 IGFBP2 IGFBP5 IGFBP7 IL10 IL1B IL1RN IL22 IL6 INHBA INHBB INPP5K INPPL1 INS INSIG1 INSIG2 INSR INSRR IRS1 IRS2 IRS4 ISL1 ITGA2 ITGA3 ITGB3 JAK1 JAK2 JAK3 KANK1 KANK2 KAT2B KBTBD2 KCNJ8 KCNQ1 KDM1A KDM3A KDM4C KDM5D KHK KIT KL KLF15 KLF9 KMT2D KRT19 LANCL2 LATS1 LATS2 LBH LCN8 LEP LEPR LEPROT LEPROTL1 LHB LHCGR LMO2 LMO3 LONP1 LOX LPIN1 LPIN2 LPIN3 LRP2 LRP5 LRP6 LTA4H LYN MAOB MAP1B MAP3K7 MAPK1 MAPK14 MAPK3 MAS1 MAS1L MAX MBD5 MC4R MDM2 ME1 MEAK7 MED1 MEF2C METTL21C MGARP MIR103A1 MIR107 MIR1271 MIR143 MIR145 MIR15B MIR195 MIR208A MIR379 MIR493 MKKS MME MMP14 MMP2 MMS19 MSI1 MSTN MT-ND3 MT3 MTOR MYO1C MYO5A MYOD1 MZB1 NAMPT NCK1 NCL NCOA1 NCOA2 NCOA3 NCOA4 NCOA5 NCOA6 NCOR1 NCOR2 NDEL1 NEDD4 NEFL NFE2L2 NFKB1 NKX2-1 NKX2-2 NKX3-1 NKX6-1 NODAL NONO NOS1 NOS2 NOS3 NOTCH1 NPAS4 NPC1 NPFFR1 NPFFR2 NPR2 NQO1 NR0B1 NR1D1 NR1D2 NR1H2 NR1H3 NR1H4 NR2C1 NR2E1 NR2E3 NR3C1 NR3C2 NR4A1 NR4A2 NR4A3 NR5A1 NR5A2 NSMF NUCKS1 NUDC OCSTAMP OGT OPRK1 OR51E2 OSBPL8 OSTN OTC OTOP1 OXTR P2RY4 P2RY6 PADI2 PAGR1 PAK1 PAPPA PAQR7 PAQR8 PARK7 PARP1 PAX6 PAX8 PCK1 PCK2 PCNA PCSK1 PCSK9 PDCD4 PDCD7 PDE3A PDE3B PDK2 PDK4 PDPK1 PDX1 PELP1 PER1 PFKFB1 PGR PGRMC2 PHB1 PHB2 PHEX PHIP PIAS2 PID1 PIK3C2A PIK3CA PIK3R1 PIK3R2 PIK3R3 PIP4K2A PIP4K2B PIP4K2C PKLR PKM PKN1 PLA2G1B PLCB1 PLPP1 PMEPA1 PNPLA3 PNPT1 POMC POR POU4F2 PPARA PPARD PPARG PPARGC1B PPP1R9B PPP3CA PRCP PRKAA1 PRKAA2 PRKACA PRKAR1A PRKCA PRKCB PRKCD PRKCE PRKCI PRKCQ PRKCZ PRKD1 PRKDC PRLH PRLR PRMT2 PTAFR PTGDR PTGDS PTGER2 PTGER4 PTGES3 PTGFR PTGS2 PTH PTK2 PTK2B PTPN1 PTPN11 PTPN2 PTPRA PTPRC PTPRE PTPRU PXN QRFPR RAB10 RAB13 RAB31 RAB8A RAF1 RAMP1 RAMP2 RAMP3 RAN RANGAP1 RAP1GDS1 RARA RARB RARG RARRES2 RB1 RBBP5 RBBP7 RBFOX2 RBM14 RBM4 RDX REG1A REG1B REG3A REG3G RELA REN RERG REST RETN RHOA RHOQ RHOXF1 RNF14 RNF6 ROBO2 ROCK1 ROCK2 RPE65 RPL27 RPS6KB1 RWDD1 RXFP1 RXFP2 RXRA RXRB RXRG SAFB SAFB2 SCAP SCGB1A1 SCGB2A1 SCGB2A2 SCN11A SCNN1A SCNN1B SCNN1D SCNN1G SDC1 SELENOS SERPINA12 SERPINB9 SERPINF1 SESN2 SESN3 SFR1 SFRP1 SFRP4 SGCB SGK1 SH2B2 SH3RF1 SHC1 SHOC2 SIK2 SIRT1 SKP2 SLC10A1 SLC12A3 SLC22A12 SLC24A4 SLC25A33 SLC26A5 SLC27A1 SLC27A4 SLC2A1 SLC2A4 SLC2A8 SLC30A10 SLC34A1 SLC34A2 SLC39A14 SLC5A5 SLC9A1 SLIT2 SLIT3 SMAD6 SMARCA4 SMARCC1 SMYD3 SNX5 SOCS1 SOCS2 SOCS3 SOGA1 SORBS1 SORL1 SORT1 SOS1 SOS2 SOST SOX10 SOX30 SP1 SP7 SPINK1 SPP1 SRA1 SRARP SRC SRD5A1 SRD5A2 SREBF1 SRF SRSF4 SRSF6 SST SSTR1 SSTR2 SSTR3 SSTR4 SSTR5 STAT1 STAT2 STAT3 STAT4 STAT5A STAT5B STAT6 STC1 STC2 STEAP2 STK11 STK39 STRN3 STXBP3 STXBP4 SYAP1 TACR1 TADA3 TAF7 TAT TBC1D4 TCF12 TCF21 TEK TFAP4 TFF1 TFPI TGFB1 TGFB2 TGFB3 TGFBR3 TH THBS1 THRA THRB TIMP1 TIMP2 TIMP3 TIMP4 TLR2 TMF1 TNC TNF TNFRSF11A TNFRSF11B TNFSF10 TNFSF4 TNS2 TOMM70 TP63 TRARG1 TRERF1 TRH TRIB3 TRIM16 TRIM24 TRIM25 TRIM63 TRIM68 TRIM72 TRIP4 TRPV1 TRPV4 TSC1 TSC2 TSHB TSHR TSPO TWIST2 TXN2 TXNIP TYK2 TYMS UBA5 UBE2L3 UBE3A UBR5 UCN UCN2 UCN3 UCP1 UCP2 UCP3 UFL1 UFM1 UFSP2 UGCG UGT1A1 UMODL1 UPRT URI1 USF1 USO1 USP26 USP8 VAMP2 VGF VPS11 VPS13C VPS18 VPS54 VWA2 WBP2 WDTC1 WNT1 WNT10B WNT7A WNT7B WT1 XBP1 YAP1 YWHAG YWHAH YY1 ZBED3 ZBTB7A ZBTB7B ZDHHC7 ZFP36 ZFP36L1 ZFP36L2 ZMIZ1 ZNF106 ZNF366 ZNF592 ZNF764 GOBP_RESPONSE_TO_HUMAN_CHORIONIC_GONADOTROPIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_HUMAN_CHORIONIC_GONADOTROPIN EDN1 EDNRA GCLC GCLM GJB2 GOBP_RESPONSE_TO_HYDROGEN_PEROXIDE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_HYDROGEN_PEROXIDE ABL1 ADAM9 AIFM1 ANKZF1 ANXA1 AQP1 AREG AXL BAK1 BCL2 BECN1 BNIP3 CAPN2 CASP3 CAT CBX8 CDK1 COL1A1 CRK CRYAB CYP1B1 ECT2 EDN1 ERN1 EZH2 FABP1 FKBP1B FOSL1 FXN FYN GLRX2 GPX1 HBA1 HBA2 HBB HDAC2 HDAC6 HMOX1 HP HSF1 IL18BP IL18RAP IL6 KCNA5 KDM6B KLF2 MAP1LC3A MAP3K5 MAPK13 MAPK7 MDM2 MIR103A1 MIR107 MMP2 MT-ND5 MT-ND6 MYB NET1 NFE2L2 NQO1 OSER1 PARK7 PAX2 PCGF2 PCNA PDGFD PLEKHA1 PPIF PPP1R15B PPP2CB PRDX3 PRKAA1 PRKCD PTK2B RELA RHOB RIPK1 RIPK3 RPS3 SDC1 SETX SIRPA SIRT1 SMPD3 SOD1 SOD2 SPHK1 SRC STAT1 STAT6 STK24 STK25 STK26 TNFAIP3 TOP2B TRPA1 TRPM2 TXN TXNIP ZNF277 ZNF580 GOBP_RESPONSE_TO_HYDROPEROXIDE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_HYDROPEROXIDE APOA4 CD36 CD38 CHUK DAPK1 GPX1 GPX3 JAK2 MGST1 OXR1 PRKCD PRKD1 RNF112 SP1 TMIGD1 TP53INP1 TRPM2 XRCC1 GOBP_RESPONSE_TO_HYDROSTATIC_PRESSURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_HYDROSTATIC_PRESSURE ATP2B4 COL18A1 KRT8 NTRK1 PIK3CA PKD2 PLEC GOBP_RESPONSE_TO_HYDROXYUREA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_HYDROXYUREA ATRX BLM DDI1 DDI2 DDX11 KAT7 NSMCE3 RAD51 RTF2 SPIDR TIMELESS TREX1 GOBP_RESPONSE_TO_HYPEROXIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_HYPEROXIA ATG7 BNIP3 CAT CAV1 CDKN1A COL1A1 CYP1A1 EPO FAS FOXO1 HDAC2 KCNA5 MMP2 MT-ATP6 NOX1 PDPN POLB SLC7A5 SOD2 TXNRD2 GOBP_RESPONSE_TO_IMMOBILIZATION_STRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_IMMOBILIZATION_STRESS BRD1 CERS2 CYP1A1 ERCC1 FOS FOXO4 GAL GLTP GPI HDAC6 LRP11 MDM2 MYRF NR0B1 PITX3 PPP1R9B PTK2B REN SOD2 TFF1 TH TPH1 UCN3 UGT8 GOBP_RESPONSE_TO_INACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_INACTIVITY ACTN3 CASQ1 CAT DAG1 DRD2 FBXO32 HDAC4 IL10 MYOG PIK3CA SCN5A SGCA GOBP_RESPONSE_TO_INCREASED_OXYGEN_LEVELS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_INCREASED_OXYGEN_LEVELS ATG7 ATP6AP1 ATP6V0A2 ATP6V0D1 ATP6V1A ATP6V1G1 BNIP3 CAT CAV1 CCDC115 CDKN1A COL1A1 CYP1A1 EPO FAS FOXO1 HDAC2 KCNA5 MMP2 MT-ATP6 NOX1 PDPN POLB SLC7A5 SOD2 TMEM199 TXNRD2 GOBP_RESPONSE_TO_INDOLE_3_METHANOL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_INDOLE_3_METHANOL BRCA1 CDH1 CTNNA1 CTNNB1 CYP1B1 JUP GOBP_RESPONSE_TO_INORGANIC_SUBSTANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_INORGANIC_SUBSTANCE AANAT ABAT ABCB6 ABCC6 ABCC8 ABL1 ACER1 ACO1 ADA ADAM9 ADAMTS13 ADCY1 ADCY10 ADCY7 ADCY8 ADD1 ADGRV1 ADNP ADORA1 ADORA2A ADPRS ADSS2 AHCYL1 AIFM1 AKR1C3 AKT1 ALAD ALG2 ALOX15 ALOX5AP ALPL AMELX ANK3 ANKH ANKZF1 ANXA1 ANXA11 AOC1 APOA4 AQP1 AQP2 AQP3 AREG ASPN ASS1 ATF1 ATF4 ATG5 ATIC ATP13A2 ATP2B4 ATP5F1A ATP5F1D ATP7A ATP7B ATRX AVPR1A AXL B2M BACE1 BAK1 BAP1 BCL2 BECN1 BGLAP BLM BMP6 BMP7 BNIP3 BRAF BSG CACNA1G CACNA1H CACNG2 CALM1 CALM2 CALM3 CALR CAMK2D CAPN2 CAPN3 CARF CASP3 CASP8 CASP9 CASQ2 CASR CAT CAV1 CBX8 CCL19 CCNA2 CCR7 CCS CD14 CD36 CDH1 CDK1 CDK2 CDKN1B CEBPA CER1 CFLAR CHP2 CHUK CLDN1 CLIC4 CNGA3 COL18A1 COL1A1 CPA1 CPNE1 CPNE2 CPNE3 CPNE4 CPNE5 CPNE6 CPNE7 CPNE8 CPNE9 CPS1 CREB1 CRHBP CRIP1 CRK CRYAB CSF2 CUTA CYBB CYBRD1 CYP11B1 CYP11B2 CYP1A1 CYP1A2 CYP1B1 CYP2R1 D2HGDH DAXX DDI1 DDI2 DDX11 DDX19A DHFR DHFRP1 DHX36 DLG2 DLG4 DMTN DNMT3A DPEP1 DRD2 DTYMK ECT2 EDN1 EDNRB EEF2K EGFR EGLN1 EIF2AK3 EIF2S1 EIF4A3 ENPP1 ENSG00000290147 ENTPD6 ERCC1 ERCC6 ERN1 EZH2 FABP1 FABP4 FANCC FBLN5 FBP1 FECH FGA FGB FGF23 FGG FIBIN FKBP1B FOS FOSB FOSL1 FOXO1 FXN FYN G6PD GART GCH1 GCLC GDI1 GIP GIPR GLRA1 GLRA2 GLRX2 GPHN GPI GPLD1 GPX1 GRIA1 GSK3A GSS GUCA1A GUCY1B1 H19 HAAO HAMP HBA1 HBA2 HBB HDAC2 HDAC6 HESX1 HFE HIF1A HMGCS2 HMOX1 HNRNPA1 HNRNPD HOMER1 HP HPCA HSD17B1 HSF1 HSP90B1 HVCN1 IFT88 IL18BP IL18RAP IL1A IL6 IMPA2 INHBB IQGAP1 ITPKA ITPKB ITPKC ITPR3 JUN JUNB JUND KCNA1 KCNA5 KCNB1 KCNC1 KCNC2 KCNH1 KCNIP2 KCNJ10 KCNK3 KCNMA1 KCNMB1 KCNMB2 KCNMB3 KCNMB4 KCNQ3 KDM6B KDR KHK KIT KLF2 KMT2A KRT8 LCE1D LGMN LIG4 LONP1 LOXL2 LRP11 LRRK2 LTA4H MAOB MAP1B MAP1LC3A MAP3K5 MAPK1 MAPK13 MAPK3 MAPK7 MAPK8 MAPK9 MAPT MCOLN1 MDM2 MECP2 MEF2A MEF2C MIR103A1 MIR107 MIR21 MIR342 MIR675 MMP2 MMP3 MMP9 MNAT1 MPO MT-CO1 MT-ND5 MT-ND6 MT1A MT1B MT1DP MT1E MT1F MT1G MT1H MT1HL1 MT1M MT1X MT2A MT3 MT4 MTF1 MTR MTTP MUC2 MYB MYOG NCF1 NCSTN NDRG1 NEDD4 NEFL NEK7 NET1 NEUROD2 NFATC2 NFATC4 NFE2L2 NLGN1 NOS3 NPC1 NPTX1 NQO1 NSMCE3 NT5E NTRK1 NUDT1 OGG1 OSER1 OTC P2RX4 P2RX7 PAM PARK7 PARP1 PAX2 PCGF2 PCNA PCSK1 PDCD6 PDGFD PDX1 PEF1 PENK PGAM2 PHEX PHOX2B PIK3CA PINK1 PKD2 PKD2L1 PKLR PLCB1 PLCG2 PLEC PLEKHA1 PLSCR1 PPIF PPP1CA PPP1R15B PPP2CA PPP2CB PPP3CA PPP5C PRDX1 PRDX2 PRDX3 PRKAA1 PRKAA2 PRKCD PRKN PRNP PTCH1 PTGS2 PTH PTK2B RAD51 RASA4 RASA4B RASAL1 RASGRP2 RELA RHOB RIPK1 RIPK3 RPS3 RTF2 RUNX2 RYR1 RYR2 RYR3 S100A16 S100A8 SCGB1A1 SCN11A SCN5A SDC1 SEC31A SELENOM SELENOV SELENOW SERPINF1 SETD2 SETX SHH SIPA1 SIRPA SIRT1 SLC11A1 SLC11A2 SLC12A2 SLC12A3 SLC13A2 SLC13A5 SLC1A1 SLC25A12 SLC25A13 SLC25A23 SLC25A24 SLC26A5 SLC30A1 SLC30A10 SLC30A2 SLC30A3 SLC30A4 SLC30A8 SLC34A1 SLC38A2 SLC39A8 SLC40A1 SLC41A1 SLC5A1 SLC6A1 SLC6A3 SLFN14 SMPD1 SMPD3 SNCA SOD1 SOD2 SOD3 SPHK1 SPIDR SRC STAT1 STAT6 STIM1 STK24 STK25 STK26 STK39 SUCNR1 SUMO1 SYT1 SYT10 SYT11 SYT12 SYT13 SYT15 SYT17 SYT2 SYT3 SYT4 SYT5 SYT6 SYT7 SYT8 SYT9 TACR1 TAT TCIRG1 TERT TESMIN TF TFAP2A TFF1 TFR2 TFRC TH THBS1 TIGAR TIMELESS TLR9 TNFAIP3 TNFRSF11B TNFSF4 TNNC1 TNNT2 TOP2B TP53 TRAF2 TREX1 TRPA1 TRPC1 TRPC3 TRPM2 TRPV6 TSHB TSPO TTN TUBA1A TXN TXNIP TXNRD2 UCP2 UCP3 UMOD UROS VCAM1 VCP VPS54 WNT5A ZACN ZC3H12A ZFAND1 ZNF277 ZNF580 ZNF658 GOBP_RESPONSE_TO_INSECTICIDE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_INSECTICIDE CYP1A1 FECH INHBB MAP1B SCN2B TH GOBP_RESPONSE_TO_INSULIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_INSULIN AANAT ABCC8 ACVR1C ADIPOQ ADIPOR1 ADM AGRP AHSG AKT1 AKT2 ALPL AP3S1 APPL1 APPL2 ATP2B1 BAIAP2 BCAR1 BCAR3 BGLAP C1QTNF12 C2CD5 CAD CAPN10 CAT CAV2 CEACAM1 CELA2A CFLAR CITED1 COL1A1 CPEB1 CPEB2 CRY1 CRY2 CSRP3 CTSD CTSK CYFIP1 DENND4C DNAI1 ECHDC3 EEF2K EGR1 EGR2 EIF4EBP2 EIF6 ENPP1 EPM2AIP1 EPRS1 ERFE FBP1 FER FFAR3 FOS FOXC2 FOXO1 FOXO4 FUT7 GAB1 GAL GALP GCK GCLC GCNT1 GHR GHRHR GHSR GKAP1 GNAI2 GOT1 GPLD1 GPR21 GPT GPT2 GRB10 GRB14 GRB2 GRB7 GSK3A GSK3B HADH HADHA HDAC5 HDAC9 HMGCS2 HRAS HSD11B2 IDE IGF1R IGF2 IGFBP1 IL10 IL1B INHBB INPP5K INPPL1 INS INSIG1 INSIG2 INSR INSRR IRS1 IRS2 IRS4 KANK1 KAT2B KBTBD2 KCNJ8 KCNQ1 KHK KLF15 LEP LONP1 LPIN1 LPIN2 LPIN3 LYN MAPK1 MAPK14 MAPK3 MAX MC4R MEAK7 MIR103A1 MIR107 MIR1271 MIR15B MIR195 MIR379 MSTN MTOR MYO1C MYO5A MZB1 NAMPT NCK1 NCL NCOA1 NCOA2 NCOA5 NDEL1 NR1H4 NUCKS1 OGT OPRK1 OSBPL8 OTC OTOP1 PARP1 PAX6 PCK1 PCK2 PCSK9 PDE3B PDK2 PDK4 PDPK1 PFKFB1 PHIP PID1 PIK3C2A PIK3CA PIK3R1 PIK3R2 PIK3R3 PIP4K2A PIP4K2B PIP4K2C PKLR PKM PLA2G1B PNPLA3 POU4F2 PPARA PPARG PRKAA1 PRKCB PRKCD PRKCI PRKCQ PRKCZ PRKDC PRLH PTPN1 PTPN11 PTPN2 PTPRA PTPRE RAB10 RAB13 RAB31 RAB8A RAF1 RARRES2 RB1 RBM4 RELA RETN RHOQ RPE65 RPS6KB1 SCAP SELENOS SERPINA12 SESN2 SESN3 SGCB SH2B2 SHC1 SIK2 SIRT1 SLC22A12 SLC25A33 SLC27A1 SLC27A4 SLC2A1 SLC2A4 SLC2A8 SLC39A14 SLC9A1 SMARCC1 SNX5 SOCS1 SOCS3 SOGA1 SORBS1 SORL1 SORT1 SOS1 SOS2 SP1 SP7 SRC SRD5A1 SREBF1 SRSF4 SRSF6 STAT1 STXBP3 STXBP4 SYAP1 TBC1D4 TLR2 TNFRSF11A TNFSF10 TNS2 TRARG1 TRIB3 TRIM72 TRPV4 TSC1 TSC2 TWIST2 UCP2 UCP3 UPRT USF1 USO1 VAMP2 VGF VPS13C VWA2 WDTC1 XBP1 YWHAG ZBED3 ZBTB7B ZDHHC7 ZFP36L1 ZNF106 ZNF592 GOBP_RESPONSE_TO_INTERFERON_ALPHA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_INTERFERON_ALPHA ADAR AXL BST2 EIF2AK2 GAS6 GATA3 IFITM1 IFITM2 IFITM3 IFNAR1 IFNAR2 KLHL20 LAMP3 MX2 PDE12 PYHIN1 RO60 TPR GOBP_RESPONSE_TO_INTERFERON_BETA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_INTERFERON_BETA ACOD1 AIM2 BST2 CALM1 CAMK2A CAPN2 CDC34 HTRA2 IFI16 IFITM1 IFITM2 IFITM3 IFNAR1 IFNAR2 IFNB1 IKBKE IRF1 IRGM MNDA NDUFA13 OAS1 PLSCR1 PNPT1 PYDC5 PYHIN1 SHFL STAT1 STING1 TLR3 TREX1 TRIM6 UBE2G2 UBE2K XAF1 GOBP_RESPONSE_TO_INTERLEUKIN_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_INTERLEUKIN_1 ACOD1 ADAMTS12 ADAMTS7 AKAP12 ANKRD1 ANXA1 APP CACTIN CAMP CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL3 CCL3L1 CCL3L3 CCL4 CCL5 CCL7 CCL8 CD38 CD40 CD47 CHI3L1 CITED1 CX3CL1 CXCL8 DAB2IP EDN1 EGR1 EPO FGB FGG GBP1 GBP2 GBP3 GCLC GHR HAS2 HDAC4 HES1 HIF1A HYAL1 HYAL2 HYAL3 IGBP1 IKBKB IL17A IL1B IL1R1 IL1R2 IL1RAP IL1RL2 IL1RN IL6 INHBB IRAK1 IRAK2 IRAK3 IRAK4 KLF2 KMO LGALS9 MAP2K7 MAP3K7 MAPK11 MAPK13 MAPK3 MIR101-1 MIR142 MIR146A MIR204 MIR21 MIR27A MIR766 MMP2 MTHFR MYD88 MYLK3 NFKB1 NFKBIA NKX3-1 NLRP7 NR1D1 OTUD4 PCK1 PCSK1 PLCB1 PRKCA PRKCI PTGIS PYCARD RBMX RC3H1 RELA RIPK2 RORA RPS6KA4 RPS6KA5 SELE SFRP1 SIRPA SLC30A8 SMPD1 SNCA SOX9 SRC ST18 TAF9 TANK TLE5 TNFRSF11A TNIP2 TOLLIP TRAF6 TRIM63 UPF1 USP10 VRK2 XCL1 XCL2 YTHDC2 YY1 ZBP1 ZC3H12A ZNF675 GOBP_RESPONSE_TO_INTERLEUKIN_12 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_INTERLEUKIN_12 CD47 IL12A IL12B IL12RB1 IL12RB2 JAK2 P4HB PLCB1 RIPK2 SIRPA STAT4 TYK2 GOBP_RESPONSE_TO_INTERLEUKIN_15 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_INTERLEUKIN_15 CD4 IL15 IL15RA IL2RB IL2RG JAK1 JAK3 MFAP3 PLCB1 STAT3 STAT5A STAT5B GOBP_RESPONSE_TO_INTERLEUKIN_17 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_INTERLEUKIN_17 CXCL10 IKBKE IL17A IL17F IL17RA IL1B MIR135A1 NFKB1 NFKBIZ NOTCH1 SOCS3 STAT3 TRAF2 TRAF3IP2 TRAF5 TRAF6 TRIM32 GOBP_RESPONSE_TO_INTERLEUKIN_18 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_INTERLEUKIN_18 AKT1 CASP4 CLDN1 CYLD IL18 IL18R1 IL18RAP NLRP6 PDGFB RIPK2 TICAM2 GOBP_RESPONSE_TO_INTERLEUKIN_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_INTERLEUKIN_2 CITED1 IL2 IL2RA IL2RB IL2RG JAK1 JAK3 PTPN2 STAT3 STAT5A STAT5B GOBP_RESPONSE_TO_INTERLEUKIN_3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_INTERLEUKIN_3 CSF2RB GSK3A GSK3B IL3RA JAK2 MT2A SH2B3 GOBP_RESPONSE_TO_INTERLEUKIN_4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_INTERLEUKIN_4 ADAMTS13 ALAD CD300LF CDK4 CITED1 CORO1A DCSTAMP FASN GATA3 HSP90AB1 HSPA5 IL24 IL2RG IL4 IL4R IMPDH2 JAK1 JAK3 KEAP1 LEF1 MCM2 MRC1 NFIL3 PARP14 PML PTPN2 RPL3 RUFY4 SHPK STAT5A STAT5B STAT6 TCF7 TUBA1B XBP1 XCL1 GOBP_RESPONSE_TO_INTERLEUKIN_6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_INTERLEUKIN_6 C1QTNF4 CAMP CEBPA CHI3L1 CITED1 CTR9 FER FGF23 FGG FOXA2 GFI1 IL6 IL6R IL6ST JAK1 JAK2 MIR125A MIR125B1 MIR149 MIR26A1 MIR98 MIR99A MIRLET7A1 MIRLET7C MIRLET7E NFKB1 PCK1 PHB1 PID1 PTGIS PTPN2 PTPRT RELA RIPK1 SBNO2 SELPLG SMAD4 SPI1 SRC ST18 ST3GAL6 STAT3 TDGF1 YAP1 GOBP_RESPONSE_TO_INTERLEUKIN_7 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_INTERLEUKIN_7 ATIC ATP5F1B BTK CRKL FOSL2 GIPC1 HSPD1 IL2RG IL7R LSP1 P4HB PDIA3 RAD23B STIP1 GOBP_RESPONSE_TO_INTERLEUKIN_9 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_INTERLEUKIN_9 CITED1 IL2RG IL9R JAK1 JAK3 STAT1 STAT3 STAT5A GOBP_RESPONSE_TO_IONIZING_RADIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_IONIZING_RADIATION ABCG5 ABRAXAS1 AEN ALAD ANXA1 APOBEC1 ATM ATR BABAM1 BABAM2 BAK1 BARD1 BAX BCL2 BCL2L1 BLM BRAT1 BRCA1 BRCA2 BRCC3 BRSK1 CASP3 CBL CCND2 CDKN1A CHEK2 CLK2 CLOCK COP1 CRYAB CXCL10 CYP2R1 DCLRE1C DCUN1D3 DNMT3A ECT2 EEF1D EGR1 ELK1 ERCC1 ERCC6 ERCC8 EYA1 EYA3 FANCD2 FBXO4 FIGNL1 GADD45A GATA3 GPX1 GRB2 GTF2H5 H2AX HRAS HSF1 HUS1 IFI16 IKBIP IL1A INIP INO80 INTS3 INTS7 ITGB6 KARS1 KAT5 KDM1A KDM4D LIG4 MAP3K20 MAPK14 MDM2 MECP2 MEN1 MIR21 MRNIP MSH2 MTA1 MYC NABP1 NABP2 NET1 NHEJ1 NIPBL NUCKS1 PARP1 PAXIP1 PML POLB PRAP1 PRKAA1 PRKDC PTPRC RAD1 RAD51 RAD51AP1 RAD54B RAD54L RAD9A RAD9B RFWD3 RHNO1 RHOB RNF168 RNF8 RPL26 RRM1 SFRP1 SFRP2 SIRT1 SMPD1 SNAI2 SOD2 SPIDR STK11 SWI5 TANK THBD TICRR TIGAR TLK2 TMEM109 TNKS1BP1 TOPBP1 TP53 TP53BP1 TREX1 TSPYL5 UIMC1 USP28 VCAM1 WRN XRCC2 XRCC4 XRCC5 XRCC6 XRRA1 YAP1 ZMPSTE24 GOBP_RESPONSE_TO_IRON_II_ION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_IRON_II_ION ACO1 ATG5 BECN1 MAP1LC3A PDX1 SNCA GOBP_RESPONSE_TO_IRON_ION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_IRON_ION ABAT ACO1 ALAD ATG5 ATP7A B2M BCL2 BECN1 BMP6 CYBRD1 CYP1A1 DRD2 FXN G6PD HAMP HFE HIF1A HMOX1 MAP1LC3A MDM2 PDX1 SLC11A2 SLC40A1 SLC6A3 SNCA TF TFAP2A TFF1 TFR2 TFRC GOBP_RESPONSE_TO_ISCHEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_ISCHEMIA ABRAXAS2 AIFM1 ARID1B BCL2 BCL2L2 BVES CAMK2A CASP9 CASR CAV1 CAV3 CIB1 CPEB4 CSF1 CSF1R CX3CL1 CX3CR1 EEF2K EGR1 FAIM2 GJB2 GPR151 GPR31 HK2 HYOU1 KCNJ11 KCNJ8 MAP2K3 MAP2K6 MAP3K5 MEF2C MIR195 MLYCD MYB NDNF NFE2L2 NPPC NPR3 NQO1 P2RX2 P2RX4 P2RX7 PANX1 PANX2 PER2 PIK3CB PINK1 PPIF PTK2B RCAN1 RELA REST RNLS ROCK2 SLC26A5 SLC8A2 SOS1 SQSTM1 STUB1 TIGAR TP53 TREM2 UCHL1 GOBP_RESPONSE_TO_ISOQUINOLINE_ALKALOID https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_ISOQUINOLINE_ALKALOID ADCY8 DRD2 DRD3 MECP2 OPRM1 PPP1R1B PPP1R9B PPP2R2A PPP5C PRKCE PRKCG SLC1A1 GOBP_RESPONSE_TO_KETONE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_KETONE A2M AANAT ABCB4 ABHD2 ACACA ACE ACOD1 ADAM15 ADCY1 ADCY2 ADCY3 ADCY5 ADCY6 ADCY8 AHR AIFM1 AKAP8 AKR1C2 AKR1C3 AKT1 AQP1 AR ASS1 ATP5F1A AVP AVPR1A AXIN2 BCL2L1 BGLAP CA9 CAD CALR CARD9 CASP9 CAV1 CBL CCL19 CCL21 CCR7 CD38 CDA CDK4 CDKN1A CFLAR CFTR CLDN1 CLDN4 CPS1 CREB1 CSN1S1 CYBB CYP1B1 DDIT4 DEFB104A DEFB104B DSG1 DSG2 EDN1 EFNA5 EIF4E ELK1 EPO F5 F7 FBP1 FBXO32 FDX1 FECH FIBIN FOS FOSB FOSL1 FOXP1 FOXP3 GABRB1 GAS6 GBA1 GHSR GJB2 GLB1 GNAI1 GNB1 GNG2 GOLPH3 GPI GPT2 HDAC6 HMGCS2 HNRNPD HOXA10 HOXA11 HOXA13 HOXA9 HOXB13 HOXD13 HPCA HSD3B1 HSD3B2 HSF1 IGF1R IGFBP7 INHBA JAK2 KLF2 KLF9 LARP1 LIPA MAOB MAP4K1 METTL21C MIR342 MSN MSTN MTAP NASP NCF1 NCOA1 NCOA2 NCOA4 NEFL NKX2-2 NKX3-1 NPAS4 NQO1 NR1H3 NR3C1 OXTR P2RY4 P2RY6 PAPPA PARK7 PARP1 PAX6 PCK1 PCK2 PCNA PIK3CA POSTN PPP1R9B PRKAA1 PRKAA2 PRKCE PRKD1 PSPH PTAFR PTGDR PTGER2 PTGER4 PTGFR PTPRC RECQL5 RELA ROCK2 RPL27 RPS6KB1 RWDD1 SCN11A SCNN1A SCNN1B SCNN1D SCNN1G SERPINF1 SFRP1 SGK1 SH3RF1 SIN3A SIRT1 SLC12A3 SLC39A9 SLC5A5 SLIT2 SLIT3 SMYD3 SOX10 SP1 SPHK2 SPP1 SRC SRD5A1 SRD5A2 SREBF1 STK39 TACR1 TAT TBXA2R TFAP4 TGFB1 TGFB2 TGFB3 TGFBR3 TH THBS1 TLR2 TNC TNFSF4 TRERF1 TSPO TXNIP TYMS UBE3A UCN3 UCP1 UGT3A2 USP8 VPS54 WBP2 XRN1 YAP1 GOBP_RESPONSE_TO_LAMINAR_FLUID_SHEAR_STRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_LAMINAR_FLUID_SHEAR_STRESS ABCA1 ACE ADAM9 ASS1 KLF2 KLF4 MAP2K5 MAPK7 MIR126 NFE2L2 SMAD6 SMAD7 SREBF2 TGFB3 GOBP_RESPONSE_TO_LEAD_ION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_LEAD_ION ALAD ATP7A BACE1 BECN1 CAT CLDN1 DNMT3A FECH MAP1LC3A MAPT MECP2 PLSCR1 PPP1CA PPP2CA PPP2CB PPP5C PTGS2 PTH SLC34A1 SLC6A1 UCP2 GOBP_RESPONSE_TO_LECTIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_LECTIN CLEC6A CLEC7A CREBBP EP300 FYN IKBKB KLRC1 KLRC2 KLRC3 KLRC4 KLRC4-KLRK1 KLRD1 KLRK1 LYN MAP3K7 PAK1 PAK2 PAK3 PLCG2 SRC SYK TRAF6 TYROBP GOBP_RESPONSE_TO_LEPTIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_LEPTIN ADIPOR1 BBS2 BBS4 CCNA2 CCND1 EDN1 FGB FGF23 GCK INHBB LEP LEPR LRP2 MKKS MT3 NR1D1 NR4A3 PID1 SIRT1 STAT3 UGCG GOBP_RESPONSE_TO_LEUCINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_LEUCINE EP300 KLHL22 LARS1 MTOR PDX1 PIK3CA RPS6KB1 RPTOR RRAGD SESN1 SESN2 SESN3 STAMBPL1 UBR1 UBR2 GOBP_RESPONSE_TO_LEUKEMIA_INHIBITORY_FACTOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_LEUKEMIA_INHIBITORY_FACTOR ABCD4 ABCG4 ADAM23 ARID5B B3GNT2 BCAT2 BCLAF1 BSPRY CACNB4 CACYBP CREB1 CTBP2 CTH DTX1 EEF1E1 EFHC2 EIF4A2 EPS8 EXT1 FGF4 FOSL2 FZD4 GCLM GFPT2 GLDC HELLS HK2 HNRNPU ICAM1 ILDR1 INA JARID2 KDM3A KDM5B KLF4 KLF5 LRAT MAT2A MCF2 MIR224 MIR324 MIR342 MIR370 MIR433 MIR455 MIR493 MRAS MRPL15 MSC MTF2 MYBL2 MYNN NCL NEFH NFYB NR5A2 NRP2 NUP35 PADI2 PARP16 PAX6 PCOLCE2 PDCD10 PFKP PHC1 PIGA PLA2G10 PML PMM1 POLR1F PRDM5 PTP4A3 RARG RFX2 RIF1 RNF125 RNF138 RNMT RPS16 SBNO2 SHMT1 SIRT1 SLC25A5 SMAD7 SMARCA5 SNX10 SOCS3 SOX1 SOX17 SPOCK2 SPRY2 SPRY4 SRM SRSF3 SRSF7 SSTR1 SYNGR1 TEX14 TFRC TLE4 TNFSF11 TRIM25 UBXN2A VEGFC WDR35 XRCC5 GOBP_RESPONSE_TO_LIGHT_INTENSITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_LIGHT_INTENSITY AKT2 CAT EXT1 GNAT1 GNAT2 GNB5 KCNC1 KCNC2 MT-ND3 PRPH2 RDH11 RDH13 RGS9 RHO RS1 SCN11A SLC24A1 SLC24A4 GOBP_RESPONSE_TO_LIGHT_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_LIGHT_STIMULUS AANAT ABCA4 ABCA7 ABCC8 ACTR5 ADAM2 AGRP AIPL1 AKT1 AKT2 APP AQP1 ASIC2 ATF4 ATOH7 ATP1A2 ATP8A2 ATR AURKB B3GAT1 B4GALT2 BAK1 BAX BCL2 BCL3 BEST1 BHLHE40 BMF BRAF BRCA2 BRSK1 CABP4 CACNA1F CACNA2D4 CACNB4 CAMKMT CASP3 CASP7 CASP9 CAT CCAR2 CCDC66 CCND1 CDC25A CDK5 CDKN1A CDKN2D CDS1 CEP250 CERS1 CHRNB2 CIRBP CLOCK CNGB1 COPS3 COPS9 CPT1B CRB1 CREBBP CRIP1 CRTC1 CRY1 CRY2 CTNS CUL4A CUL4B DBH DCT DCUN1D3 DDB1 DDB2 DDHD2 DHX36 DRD1 DRD2 DRD3 DTL DYNLRB1 EGFR EIF2AK4 EIF2S1 ELANE ELK1 ELOVL4 ENSG00000290147 EP300 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 EXT1 EYS FBXL17 FBXL21P FBXL3 FECH FEN1 FOS FOXB1 GJA10 GNA11 GNAQ GNAT1 GNAT2 GNB5 GNGT1 GNGT2 GPR52 GPR88 GPX1 GRIN1 GRIN2A GRK1 GRK4 GRK7 GRM6 GTF2H2 GUCA1A GUCY2D GUCY2F H2AC25 HIF1A HMGCR HMGN1 HOXA1 HRH1 HUS1 HYAL1 HYAL2 HYAL3 ID2 IFT20 IL12A IL12B INO80 ITGB1 IVL KCNC1 KCNC2 KCNE1 KDM1A KIT KMT2A KRAS LARGE1 LRRN4 MAP2K7 MAP3K20 MAP3K4 MAP4K3 MAPK10 MAPK11 MAPK13 MAPK14 MAPK8 MC1R MDM2 MECP2 MEIS2 MEN1 METTL3 MFAP4 MME MMP1 MMP2 MMP3 MMP9 MSH2 MSH6 MT-ND3 MTA1 MYC MYO15A N4BP1 NDRG4 NEDD4 NETO1 NF1 NFATC4 NLRP1 NMT1 NMT2 NOC2L NOG NPHP1 NPHP4 NPM1 NPS NR2E3 NR2F6 NSMCE3 OGG1 OPN1LW OPN1MW OPN1MW2 OPN1MW3 OPN1SW OPN3 OPN4 OPN5 PARP1 PBK PCLAF PCNA PDC PDE1B PDE6B PDE6C PDE8B PER1 PER2 PER3 PIAS1 PIERCE1 PIK3R1 PITPNM1 PLEKHB1 PML POLA1 POLD1 POLD3 POLH POLK PPID PPP1CA PPP1CB PPP1CC PPP1R1B PRIMPOL PRKAA1 PRKCD PRPH2 PTPRK RAG1 RBM4 RBM4B RBX1 RCVRN RDH11 RDH13 REEP6 RELA REV1 RGR RGS14 RGS9 RGS9BP RHBDD1 RHNO1 RHO RIC8A RO60 ROM1 RP1 RPE65 RPL26 RRH RS1 RUVBL2 SAG SCARA3 SCN11A SDE2 SDF4 SEMA5B SERPINB13 SIK1 SIRT1 SIRT6 SLC1A2 SLC1A3 SLC24A1 SLC24A4 SLC4A10 SLC7A11 SMPD1 SPRTN ST20 STK11 SYNE1 SYNGAP1 TAF1 TAFA2 TANC1 TH TIMP1 TIPIN TMEM161A TP53 TP53I13 TP53INP1 TREX1 TRIAP1 TRIM32 TRPC3 TRPM1 TTC36 TUBA1A TULP1 TYR UBE2A UBE2B UBE4B UNC119 USF1 USP1 USP2 USP28 USP47 UVSSA WRN XPA XPC YY1 ZBTB1 ZRANB3 GOBP_RESPONSE_TO_LIPID https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_LIPID A2M AANAT ABCA1 ABCA2 ABCA3 ABCB4 ABCC8 ABCG1 ABHD2 ABL1 ABL2 ACACA ACE ACER2 ACOD1 ACP5 ACR ACSBG1 ACSL1 ACTA1 ADAM15 ADAM17 ADAM9 ADAMTS13 ADCY1 ADCY2 ADCY3 ADCY5 ADCY6 ADCY8 ADCYAP1R1 ADH5 ADIPOQ ADM ADTRP AGL AHR AICDA AIFM1 AKAP12 AKAP8 AKIRIN2 AKR1C1 AKR1C2 AKR1C3 AKR1C4 AKT1 ALAD ALAS1 ALDH1A2 ALPL ANKRD1 ANXA1 ANXA3 APOA2 APOA4 AQP1 AQP3 AR AREG ARID1A ARID5A ARPC1B ASCL1 ASS1 ASXL1 ATM ATP1A1 ATP1A2 ATP1A3 ATP4B ATP5F1A AVP AVPR1A AXIN2 AXL BAD BCHE BCKDHB BCL10 BCL2 BCL2L11 BCL2L2 BCR BDKRB1 BGLAP BMAL1 BMP6 BMP7 BPI BRCA1 BRINP1 BRINP2 BRINP3 BTK C2 CA9 CACTIN CAD CALCOCO1 CALCR CALR CAMP CAPN2 CARD16 CARD17P CARD8 CARD9 CARM1 CASP1 CASP3 CASP7 CASP8 CASP9 CASR CAT CAV1 CBL CCDC62 CCL19 CCL2 CCL21 CCL3 CCNA2 CCR5 CCR7 CD14 CD180 CD274 CD36 CD38 CD40 CD55 CD6 CD68 CD80 CD86 CD96 CDC73 CDK19 CDK4 CDKN1A CDKN1B CDKN2D CDO1 CEBPB CEBPE CES1 CFLAR CFTR CHMP5 CHUK CITED1 CLDN1 CLDN4 CLOCK CMPK2 CNOT1 CNOT2 CNOT9 CNP CNR1 CNR2 COL1A1 CPN1 CPS1 CPT1A CREB1 CRHBP CRLS1 CRY1 CRY2 CRYAB CSF2 CSF2RB CSF3 CSN1S1 CST11 CTNNB1 CTR9 CTSG CTSH CX3CL1 CX3CR1 CXCL1 CXCL10 CXCL11 CXCL13 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 CYBB CYP19A1 CYP1A1 CYP1B1 CYP24A1 CYP26A1 CYP26B1 CYP27B1 CYP7A1 CYP7B1 CYP8B1 DAB2 DAB2IP DAG1 DAXX DDIT4 DDRGK1 DDX17 DDX5 DDX54 DEFA1 DEFA1B DEFA3 DEFA4 DEFA5 DEFA6 DEFB104A DEFB104B DEFB114 DEFB118 DGAT2 DHH DIO2 DKK1 DNAAF2 DNAAF4 DNAJA1 DNMT3A DSG1 DSG2 DUSP10 DYNAP EDN1 EDNRB EFNA5 EGFR EGLN2 EIF4E ELANE ELK1 EP300 EPHA3 EPHB2 EPO ERBIN ESR1 ESR2 ESRRA ESRRB ESRRG EZH2 F2R F7 FAM107A FAM210B FASLG FBP1 FBXO3 FBXO32 FDX1 FECH FER FES FFAR1 FFAR2 FFAR3 FGF10 FGF23 FGFR2 FGFR4 FIBIN FKBP4 FLT3 FMO1 FOS FOSB FOSL1 FOSL2 FOXA1 FOXH1 FOXO1 FOXO3 FOXP1 FOXP3 FZD10 FZD4 FZD7 GABRB1 GATA1 GATA2 GATA4 GATA6 GBA1 GBP2 GBP3 GBP5 GCH1 GDAP1 GDAP2 GFER GFI1 GH1 GHR GHRHR GHSR GIP GIPR GIT1 GJB2 GJB3 GJB6 GLB1 GLDC GNAI1 GNB1 GNG2 GNPAT GNRH1 GOT1 GPBAR1 GPER1 GPI GPLD1 GPR155 GPR83 GPT2 GPX1 GPX3 GPX4 GRAMD1A GRAMD1B GRAMD1C GRIA1 GSK3A GSK3B GSTP1 H2AZ1 HADHB HAND2 HAVCR2 HCK HDAC1 HDAC2 HDAC5 HDAC6 HES1 HEYL HMGB1 HMGB2 HMGCS2 HNRNPA0 HNRNPD HNRNPU HOXA10 HOXA11 HOXA13 HOXA2 HOXA9 HOXB13 HOXD13 HPGD HSD11B2 HSD17B2 HSD3B1 HSD3B2 HSF1 HSPA1A HSPA1B HSPA8 HTR1B HTR5A HTRA2 ID3 IDH1 IDO1 IFNAR1 IGF1R IGF2R IGFBP2 IGFBP7 IHH IL10 IL10RA IL12A IL12B IL12RB2 IL13 IL18BP IL1A IL1B IL1F10 IL1RN IL22 IL23R IL24 IL36A IL36B IL36G IL36RN IL37 IL6 ILDR1 INHBA INHBB INSIG1 INSIG2 IRAK1 IRAK2 IRAK3 IRAK4 IRF3 IRF8 IRGM IRS1 ISL1 ITGA2 JAK2 KANK2 KAT5 KCNJ8 KCNK4 KCNMB1 KDM1A KDM3A KDM4C KDM5D KIF18A KL KLF4 KLF9 KLRC4-KLRK1 KLRK1 KMO KMT2D LACRT LANCL2 LATS1 LBH LBP LCOR LDLR LDOC1 LEP LGALS9 LIAS LILRA2 LILRB1 LILRB2 LIPA LITAF LMO3 LOX LOXL1 LPAR1 LPL LRAT LRP6 LRP8 LTA LTF LTK LY86 LY96 LYN MALT1 MAOB MAP1B MAP2K3 MAP2K7 MAP4K1 MAPK1 MAPK14 MAPK3 MAPK8 MAPKAPK2 MAPKAPK3 MBD1 MBD2 MBD3 MBD4 MDM2 MECP2 MED1 MEF2C MEIOSIN METTL21C MGARP MGST1 MGST2 MICB MIF MIR125B1 MIR128-1 MIR140 MIR142 MIR146A MIR17 MIR182 MIR185 MIR187 MIR20A MIR21 MIR223 MIR224 MIR342 MIR433 MIR6869 MIR766 MIR92A1 MIR96 MLC1 MMP15 MMP2 MMP3 MMP8 MMP9 MN1 MPO MRC1 MSN MSTN MSX2 MT-ND3 MTAP MTDH MYB MYD88 MYOD1 MYOG NAGLU NASP NCF1 NCOA1 NCOA2 NCOA3 NCOA4 NCOR1 NCOR2 NDUFA13 NEDD4 NEFL NFKB1 NFKB2 NFKBIA NFKBIB NFKBIL1 NFKBIZ NKX2-2 NKX3-1 NLRP3 NLRP7 NOCT NOD2 NODAL NOS1 NOS2 NOS3 NOTCH1 NPAS4 NPC1 NQO1 NR0B1 NR1D1 NR1H3 NR1H4 NR2C1 NR2E1 NR2E3 NR2F2 NR3C1 NR3C2 NR4A1 NR4A3 NRIP1 NTSR1 NUGGC OGG1 OPRK1 OPRL1 OR51E2 OSBPL7 OSR1 OTUD5 OVCA2 OXTR P2RX7 P2RY4 P2RY6 PABPN1 PADI2 PAF1 PAGR1 PAK1 PALM3 PAPPA PAQR7 PAQR8 PARK7 PARP1 PAX2 PAX6 PCK1 PCK2 PCNA PCSK1 PDCD1LG2 PDCD4 PDCD7 PDE3A PDE4B PDK3 PDK4 PDX1 PELI1 PENK PER1 PF4 PF4V1 PFKFB1 PGR PGRMC2 PHB1 PHB2 PHC1 PHEX PIAS2 PID1 PIK3CA PIM1 PKN1 PLAA PLCB1 PLCG2 PLPP1 PLSCR3 PLSCR4 PMEPA1 PMVK POSTN POU4F1 POU4F2 PPARA PPARD PPARG PPARGC1B PPBP PPM1E PPP1R9B PPP5C PRDX2 PRDX3 PRKAA1 PRKAA2 PRKCA PRKCB PRKCE PRKD1 PRMT2 PRPF8 PSPH PTAFR PTCH1 PTGDR PTGDS PTGER1 PTGER2 PTGER4 PTGES3 PTGFR PTGIR PTGS2 PTH PTK2B PTK6 PTK7 PTPN22 PTPRC PTPRU PYCARD RAMP3 RAN RARA RARG RBBP7 RBFOX2 RBP4 RELA REN REST RET RHOA RHOXF1 RIPK2 RNF14 RNF6 ROCK2 RORA RORB RORC RPL13A RPL27 RPS6KA3 RPS6KB1 RUVBL2 RWDD1 RXRA RXRB RXRG S100A14 S100A7 S100A8 S100A9 SAFB SAFB2 SASH1 SBNO2 SCARB1 SCD SCGB1A1 SCGB2A1 SCGB2A2 SCIMP SCN11A SCNN1A SCNN1B SCNN1D SCNN1G SDC1 SELE SELENOS SELP SERPINE1 SERPINF1 SETX SFRP1 SGK1 SH3RF1 SHPK SIGIRR SIRPA SIRT1 SKP2 SLC10A3 SLC11A1 SLC12A3 SLC34A1 SLC39A9 SLC5A5 SLC6A1 SLC6A4 SLC7A5 SLIT2 SLIT3 SLPI SMAD2 SMAD6 SMARCA4 SMARCD1 SMO SMYD3 SNAI2 SNCA SNW1 SOCS2 SOD2 SOX10 SOX30 SOX9 SPHK2 SPI1 SPON2 SPP1 SRARP SRC SRD5A1 SRD5A2 SREBF1 SRR SST SSTR1 SSTR2 SSTR3 SSTR4 SSTR5 STAP1 STAT3 STAT5B STC1 STC2 STK11 STK39 STRA8 STRN3 STXBP1 SYK TAB2 TACR1 TACR3 TADA3 TAF7 TAT TBX1 TBX2 TBXA2R TBXAS1 TCF21 TEAD2 TESC TFAP4 TFPI TFRC TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 TH THBD THBS1 TICAM1 TICAM2 TIE1 TIFAB TIRAP TLR2 TLR4 TLR9 TMEM161A TMF1 TNC TNF TNFAIP3 TNFRSF11A TNFRSF1B TNFSF4 TNIP1 TNIP2 TNIP3 TP63 TPCN2 TRAF6 TREM2 TRERF1 TRIB1 TRIM16 TRIM24 TRIM25 TRIM41 TRIM5 TRIM6 TRIM63 TRIM68 TRIML2 TRIP4 TSHB TSPO TWF2 TXNIP TYMS TYR UBA5 UBE2L3 UBE3A UBR5 UCN UCN3 UCP1 UCP2 UCP3 UFL1 UFM1 UFSP2 UGT1A1 UMOD UPF1 URI1 USP26 USP8 VCAM1 VDR VIM VPS11 VPS18 VPS4B VPS54 WBP2 WDR83 WNT10B WNT11 WNT2 WNT3 WNT3A WNT5A WNT5B WNT6 WNT7A WNT7B WNT8A WNT8B WNT9A WNT9B XBP1 XRCC5 XRN1 YAP1 YES1 YWHAH YY1 ZBTB7A ZC3H12A ZDHHC7 ZFP36 ZFP36L1 ZFP36L2 ZMIZ1 ZNF35 ZNF366 ZNF703 ZNF764 GOBP_RESPONSE_TO_LIPOTEICHOIC_ACID https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_LIPOTEICHOIC_ACID CD14 CD36 LBP MAPK14 RELA RIPK2 TIRAP TLR2 TLR4 TREM2 GOBP_RESPONSE_TO_LITHIUM_ION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_LITHIUM_ION ADCY7 CALR CDH1 CDKN1B CEBPA FABP4 GRIA1 GSK3A IMPA2 LIG4 MYOG NFATC4 SHH SLC13A2 SLC13A5 GOBP_RESPONSE_TO_LUTEINIZING_HORMONE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_LUTEINIZING_HORMONE CCNA2 CYP1B1 EDN1 EDNRA LHCGR NPR2 TGFBR3 GOBP_RESPONSE_TO_L_ASCORBIC_ACID https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_L_ASCORBIC_ACID CAT IL1A ITGA2 LEP RUNX2 SOD2 GOBP_RESPONSE_TO_L_GLUTAMATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_L_GLUTAMATE AIFM1 AMIGO1 BAIAP2 BCL11A FYN GHSR HPCA IGF1R KCNB1 PCNA TAF9 TMBIM6 TNF TUBA1A UFL1 GOBP_RESPONSE_TO_L_PHENYLALANINE_DERIVATIVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_L_PHENYLALANINE_DERIVATIVE CRLS1 F7 GCLC GCLM PPP1R9B TOMM70 GOBP_RESPONSE_TO_MACROPHAGE_COLONY_STIMULATING_FACTOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_MACROPHAGE_COLONY_STIMULATING_FACTOR ALPL BGLAP CSF1 CSF1R DCSTAMP DOK1 FER MST1R PDE1B PDE2A PTPN2 SPP1 STAP1 TLR2 TLR4 TNF TREM2 GOBP_RESPONSE_TO_MAGNESIUM_ION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_MAGNESIUM_ION ABCC6 ANK3 BMP6 CD14 CNGA3 D2HGDH ENTPD6 FBP1 FGF23 KCNA1 KCNC2 MDM2 RYR3 SLC34A1 SLC41A1 SLFN14 SMPD3 SNCA THBS1 TNFRSF11B GOBP_RESPONSE_TO_MANGANESE_ION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_MANGANESE_ION ADAM9 ATF4 ATP13A2 ATP7A BACE1 D2HGDH EIF2AK3 EIF2S1 FIBIN HSP90B1 LRRK2 PRKN PTGS2 SLFN14 SOD2 TFRC TH TSPO GOBP_RESPONSE_TO_MECHANICAL_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_MECHANICAL_STIMULUS ABHD12 ACTA1 ADGRV1 ANGPT2 ANKRD1 ANKRD23 ANO3 AQP1 ASIC2 ASIC3 ATAT1 ATOH7 ATP1A2 ATP8A2 BACE1 BAD BAG3 BAK1 BCL10 BDKRB1 BGLAP BMP6 BNIP3 BTG2 CAPN2 CASP1 CASP2 CASP5 CASP8 CASP8AP2 CAV3 CD40 CDH2 CHEK1 CHI3L1 CHRNA10 CHRNA9 CITED2 CLCN6 CNN2 CNTNAP2 COL11A1 COL1A1 CRADD CSRP3 CTNNB1 CXCL10 CXCL12 CXCR4 DAG1 DCANP1 DDR2 DMD DRD2 EDN1 ENG ETV1 F11R FADD FAS FGF2 FOS FOSB FOSL1 FYN GADD45A GATA4 GCLC GDF5 GPI GSN HABP4 HPN HTR2A HTT IGF1R IGFBP2 IHH IL13 IL1B IL33 IRF1 ITGA2 ITGB3 JUP KCNA1 KCNA5 KCNC1 KCNJ2 KCNK2 KCNK4 KCNQ1 KCNQ3 KIAA0319 KIT KRT5 LARGE1 LHFPL5 LRP11 LTBR MAG MAP1B MAP2K4 MAP3K1 MAP3K14 MAP3K2 MAPK14 MAPK3 MAPK8 MBD2 MDK MEIS2 MKKS MMP14 MMP2 MPO MTPN MYD88 NEUROG1 NFKB1 NFKBIA NPPA NRXN1 NRXN2 NTRK1 P2RX3 P2RX7 P2RY1 PDE2A PDZD7 PHF24 PIEZO1 PIEZO2 PIK3CA PJVK PKD1 PKD1L1 PKD1L2 PKD1L3 PKD2 PKD2L1 PKD2L2 PKDREJ PLEC POSTN PPL PSPH PTCH1 PTGER4 PTGS2 PTK2 PTK2B PTN RAF1 RELA RETN RPS6KB1 RYR2 SCEL SCN11A SCN1A SCN9A SCX SERPINE2 SHANK3 SLC1A3 SLC26A5 SLC2A1 SLC38A2 SLC8A1 SLC9A1 SLITRK6 SOST SOX9 SRC STAT1 STRA6 STRBP STRC SUN1 TACR1 TCAP THBS1 TIFAB TLR3 TLR4 TLR5 TLR7 TLR8 TMC1 TMC2 TMEM120A TMEM150C TMEM87A TNC TNF TNFRSF10A TNFRSF10B TNFRSF11A TNFRSF1A TNFRSF8 TNFSF14 TRPA1 TRPV4 TTN TUBA1A TXNIP UCN USP53 WHRN WNT11 XPA XPC GOBP_RESPONSE_TO_MERCURY_ION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_MERCURY_ION ALAD AQP1 AQP2 BSG PARK7 PGAM2 SLC1A1 SLC34A1 SLC39A8 TAT GOBP_RESPONSE_TO_METAL_ION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_METAL_ION AANAT ABAT ABCB6 ABCC6 ABCC8 ACER1 ACO1 ADAM9 ADAMTS13 ADCY1 ADCY7 ADCY8 ADD1 ADGRV1 AHCYL1 AKR1C3 AKT1 ALAD ALG2 ALOX15 ALOX5AP AMELX ANK3 ANXA11 AOC1 AQP1 AQP2 AQP3 ASS1 ATF1 ATF4 ATG5 ATP13A2 ATP5F1D ATP7A ATP7B B2M BACE1 BCL2 BECN1 BGLAP BMP6 BNIP3 BRAF BSG CACNA1G CACNA1H CACNG2 CALM1 CALM2 CALM3 CALR CAMK2D CAPN3 CARF CASP3 CASP8 CASP9 CASQ2 CASR CAT CAV1 CD14 CDH1 CDK1 CDKN1B CEBPA CER1 CHP2 CHUK CLDN1 CLIC4 CNGA3 CPA1 CPNE1 CPNE2 CPNE3 CPNE4 CPNE5 CPNE6 CPNE7 CPNE8 CPNE9 CPS1 CREB1 CRHBP CRIP1 CUTA CYBB CYBRD1 CYP11B1 CYP11B2 CYP1A1 CYP1A2 CYP2R1 D2HGDH DAXX DDX19A DLG2 DLG4 DMTN DNMT3A DPEP1 DRD2 DTYMK ECT2 EDN1 EEF2K EGFR EIF2AK3 EIF2S1 ENSG00000290147 ENTPD6 ERCC1 FABP4 FBP1 FECH FGA FGB FGF23 FGG FIBIN FOS FOSB FXN G6PD GCLC GDI1 GIPR GLRA1 GLRA2 GPHN GPI GPLD1 GRIA1 GSK3A GSS GUCA1A HAAO HAMP HESX1 HFE HIF1A HMGCS2 HMOX1 HNRNPD HOMER1 HPCA HSD17B1 HSF1 HSP90B1 HVCN1 IL1A IMPA2 INHBB IQGAP1 ITPKA ITPKB ITPKC ITPR3 JUN JUNB JUND KCNA1 KCNB1 KCNC1 KCNC2 KCNH1 KCNIP2 KCNJ10 KCNK3 KCNMA1 KCNMB1 KCNMB2 KCNMB3 KCNMB4 KCNQ3 KHK KIT KMT2A LCE1D LGMN LIG4 LONP1 LOXL2 LRRK2 LTA4H MAOB MAP1LC3A MAPK1 MAPK3 MAPK8 MAPK9 MAPT MCOLN1 MDM2 MECP2 MEF2A MEF2C MMP9 MNAT1 MT-CO1 MT1A MT1B MT1DP MT1E MT1F MT1G MT1H MT1HL1 MT1M MT1X MT2A MT3 MT4 MTF1 MTTP MUC2 MYOG NCF1 NCSTN NDRG1 NEDD4 NEK7 NEUROD2 NFATC2 NFATC4 NFE2L2 NLGN1 NPC1 NPTX1 NQO1 NUDT1 OGG1 OTC P2RX4 P2RX7 PAM PARK7 PARP1 PCNA PCSK1 PDCD6 PDX1 PEF1 PENK PGAM2 PKD2 PKLR PLCG2 PLSCR1 PPIF PPP1CA PPP2CA PPP2CB PPP3CA PPP5C PRKAA1 PRKAA2 PRKN PRNP PTGS2 PTH PTK2B RASA4 RASA4B RASAL1 RASGRP2 RYR1 RYR2 RYR3 S100A16 S100A8 SCN5A SDC1 SEC31A SERPINF1 SETD2 SHH SLC11A1 SLC11A2 SLC12A2 SLC13A2 SLC13A5 SLC1A1 SLC25A12 SLC25A13 SLC25A23 SLC25A24 SLC26A5 SLC30A1 SLC30A10 SLC30A2 SLC30A3 SLC30A4 SLC30A8 SLC34A1 SLC39A8 SLC40A1 SLC41A1 SLC6A1 SLC6A3 SLFN14 SMPD1 SMPD3 SNCA SOD2 SOD3 STIM1 STK39 SUCNR1 SUMO1 SYT1 SYT10 SYT11 SYT12 SYT13 SYT15 SYT17 SYT2 SYT3 SYT4 SYT5 SYT6 SYT7 SYT8 SYT9 TAT TCIRG1 TERT TESMIN TF TFAP2A TFF1 TFR2 TFRC TH THBS1 TIGAR TLR9 TNFRSF11B TNNC1 TNNT2 TRPC1 TRPC3 TRPM2 TRPV6 TSHB TSPO TTN TUBA1A TXNIP UCP2 UROS VCAM1 VPS54 WNT5A ZACN ZNF658 GOBP_RESPONSE_TO_MINERALOCORTICOID https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_MINERALOCORTICOID AANAT ACE AIFM1 AVPR1A CARD9 CDKN1A CSN1S1 CYBB EDN1 FOS FOSB FOSL1 GPER1 HDAC6 HSD3B1 HSD3B2 HTR1B IGF1R INHBA MAOB NEFL NPAS4 PARP1 PTPRC RAN RPL27 SCNN1A SCNN1B SCNN1D SCNN1G SGK1 SH3RF1 SLC12A3 SRC STK39 TH UCN3 GOBP_RESPONSE_TO_MISFOLDED_PROTEIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_MISFOLDED_PROTEIN AKIRIN2 ATXN3 AUP1 BAG6 CLU CUL3 DERL1 DNAJB12 DNAJB14 DNAJC18 F12 HDAC6 KLHL15 NGLY1 RNF126 RNF185 RNF5 SDF2L1 STUB1 TOR1A UBE2W UFD1 UGGT1 UGGT2 VCP GOBP_RESPONSE_TO_MITOCHONDRIAL_DEPOLARISATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_MITOCHONDRIAL_DEPOLARISATION AMBRA1 ATG13 ATG14 ATP5IF1 BECN1 CDC37 GBA1 GPS2 HDAC6 HK2 HTRA2 HUWE1 MFN2 MUL1 OPTN PINK1 PRKN SQSTM1 TOMM7 VDAC1 VPS13C GOBP_RESPONSE_TO_MOLECULE_OF_BACTERIAL_ORIGIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_MOLECULE_OF_BACTERIAL_ORIGIN ABCA1 ABCC8 ABL1 ACE ACOD1 ACP5 ADAM17 ADAM9 ADAMTS13 ADH5 ADM AHR AICDA AKAP12 AKAP8 AKIRIN2 AKT1 ALAD ALPL ANKRD1 ARID5A ASS1 ATP4B AXL B2M BCL10 BCR BDKRB1 BMP6 BPI BTK C2 C4B C5AR1 CACTIN CAMP CAPN2 CARD16 CARD17P CARD8 CARD9 CASP1 CASP3 CASP7 CASP8 CASP9 CCL2 CCR5 CCR7 CD14 CD180 CD24 CD274 CD36 CD40 CD55 CD6 CD68 CD80 CD86 CD96 CDC73 CDK19 CDK4 CEBPB CEBPE CHMP5 CHUK CITED1 CLDN1 CMPK2 CNP CNR1 CNR2 CPS1 CSF2 CSF2RB CSF3 CTR9 CTSG CX3CL1 CX3CR1 CXCL1 CXCL10 CXCL11 CXCL13 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 CYP1A1 CYP27B1 CYRIB DAB2IP DEFA1 DEFA1B DEFA3 DEFA4 DEFA5 DEFA6 DEFB114 DEFB118 DEFB124 DIO2 DUSP10 EDN1 EDNRB ELANE EPHB2 EPO ERBIN F2R FASLG FBXO3 FCGR2B FER FGF10 FGFR2 FMO1 FOS FOSL2 FOXP1 FOXP3 FZD5 GATA1 GBP2 GBP3 GBP5 GCH1 GFER GFI1 GHSR GIT1 GJB2 GJB6 GPR31 GSTP1 HADHB HAVCR2 HCK HDAC2 HDAC5 HMGB1 HMGB2 HMGCS2 HNRNPA0 HPGD HSF1 IDO1 IFNAR1 IL10 IL10RA IL12A IL12B IL12RB2 IL13 IL18BP IL1A IL1B IL1F10 IL23R IL24 IL36A IL36B IL36G IL36RN IL37 IL6 INAVA IRAK1 IRAK2 IRAK3 IRAK4 IRF3 IRF5 IRF8 IRGM JAK2 KCNJ8 KLRC4-KLRK1 KLRK1 KMO LACRT LBP LDOC1 LGALS9 LIAS LILRA2 LILRB1 LILRB2 LITAF LOXL1 LTA LTF LY86 LY96 LYN MALT1 MAOB MAP2K3 MAP2K7 MAPK1 MAPK14 MAPK3 MAPK8 MAPKAPK2 MAPKAPK3 MEF2C MGST2 MIF MIR105-1 MIR128-1 MIR140 MIR142 MIR146A MIR17 MIR187 MIR19A MIR19B1 MIR20A MIR21 MIR223 MIR224 MIR342 MIR433 MIR6869 MIR766 MMP3 MMP8 MMP9 MPO MRC1 MTDH MYD88 NAGLU NFKB1 NFKB2 NFKBIA NFKBIB NFKBIL1 NFKBIZ NLRP3 NLRP7 NOCT NOD2 NOS1 NOS2 NOS3 NOTCH1 NQO1 NR1D1 NR1H3 NR1H4 NR4A1 NUGGC OPRK1 OTUD5 P2RX7 PABPN1 PAF1 PALM3 PCK1 PCK2 PCSK1 PDCD1LG2 PDCD4 PDE4B PELI1 PENK PF4 PF4V1 PLAA PLCG2 PLSCR3 PLSCR4 PPBP PPM1E PRDX2 PRDX3 PRKCA PRKCE PRPF8 PTAFR PTGER1 PTGER2 PTGER4 PTGFR PTGIR PTGS2 PTPN22 PYCARD RARA RELA REN RHOA RIPK2 RPL13A RPS6KA3 RPS6KB1 S100A14 S100A7 S100A8 S100A9 SASH1 SBNO2 SCARB1 SCGB1A1 SCIMP SELE SELENOS SELP SERPINE1 SHPK SIGIRR SIRPA SLC11A1 SLC7A5 SLPI SMAD6 SNCA SOD2 SPI1 SPON2 SRC SRR SSC5D STAP1 TAB2 TAP2 TBXA2R TH THBD TICAM1 TICAM2 TIFAB TIRAP TLR1 TLR10 TLR2 TLR4 TLR6 TLR9 TNF TNFAIP3 TNFRSF11A TNFRSF1B TNFSF4 TNIP1 TNIP2 TNIP3 TRAF6 TREM2 TRIB1 TRIM41 TRIM5 TRIM6 TSPO UGT1A1 UMOD UPF1 VCAM1 VIM WDR83 WNT5A XBP1 ZC3H12A ZFP36 GOBP_RESPONSE_TO_MOLECULE_OF_FUNGAL_ORIGIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_MOLECULE_OF_FUNGAL_ORIGIN BTK CLEC7A MYD88 SCIMP SYK GOBP_RESPONSE_TO_MONOSACCHARIDE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_MONOSACCHARIDE ABCA12 ABCC8 ACE ACVR1C ACVR2B ADCY5 ADCY8 ADIPOQ ADRA2A AGER ANGPT2 ANO1 APOA2 BAD BAIAP3 BRSK2 C1QTNF12 C2CD2L CASP3 CASR CAT CCDC186 CDK16 CDKN1B CFTR CLTRN CMA1 COL4A3 COL6A2 COL6A3 CPB2 CYP7A1 EFNA5 EGR1 EIF2B1 EIF2B2 EIF2B3 EIF2B4 EIF2B5 ENY2 EPHA5 ERN1 EXTL3 FGF21 FKBP1B FOXA2 GAS6 GATA4 GCG GCKR GCLC GCLM GHRL GIP GIPR GJB6 GJD3 GLUL GPAM GPER1 GPLD1 GPR27 GPR68 GPX1 GYS2 HIF1A HLA-DRB1 HMGCS2 HNF1B HNF4A ICAM1 IGF1R IL1A ILDR2 IRS2 ITGA2 JAGN1 KAT5 KCNB1 KHK KLF7 LEP LIN28A LPL LRP5 MAFA MIR146A MIR15A MIR16-1 MIR221 MIR320A MIR320B1 MIR320B2 MIR320C1 MIR320C2 MIR320D1 MIR320D2 MIR320E MIR337 MIRLET7G MLXIPL MPC2 NADK NCF1 NDUFAF2 NEUROD1 NKX2-2 NKX6-1 NOX4 NPTX1 NR0B2 NR1D1 NR1H4 OPRK1 OSBP PAX2 PAX6 PCK1 PCK2 PCSK1 PDE8B PDK3 PDX1 PFKFB2 PFKL PIH1D1 PIK3CA PIM3 PKLR PLA2G6 PLCB1 PPP3CA PPP3CB PRKAA1 PRKAA2 PRKACA PRKCB PRKCE PRLH PTGS2 PTK2B PTPRN PTPRN2 RAB11B RAB11FIP2 RAB11FIP5 RACK1 RAF1 RASAL2 RBM4 REG3A RFX6 RMI1 RPS6KB1 RUNX2 SARM1 SELENOS SELENOT SERPINF1 SESN2 SGCB SIDT2 SIN3A SLC12A6 SLC12A7 SLC26A6 SLC29A1 SLC2A2 SLC2A5 SLC30A8 SLC39A14 SLC9B2 SMAD2 SMAD4 SMARCA4 SMARCB1 SOD2 SOX4 SREBF1 SRF SRI STX4 STXBP4 SYBU TCF7L2 TH THBS1 TIAM1 TNF TRA2B TREM2 TRPM4 TUNAR TWNK TXN2 TXNIP UBTF UCN3 UCP2 UNC13B VAMP2 VSNL1 XBP1 ZBED3 ZBED6 ZBTB20 ZNF236 GOBP_RESPONSE_TO_MURAMYL_DIPEPTIDE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_MURAMYL_DIPEPTIDE ARHGEF2 CARD9 CHMP5 ERBIN INAVA IRF5 JAG1 LDOC1 MAPK14 NAGK NFKBIA NLRP1 NOD1 NOD2 NOTCH1 PTPN22 RELA RIPK2 TNFAIP3 TRIM41 VIM GOBP_RESPONSE_TO_MUSCLE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_MUSCLE_ACTIVITY ABCG5 ABCG8 ADSL ADSS1 AGT ATP5F1A CAPN3 DAG1 FNDC5 HIF1A ITGA2 METRNL MIR762 MSTN MYOG NFATC1 PERM1 POSTN PPARGC1A PRKAA2 PRKAG3 RYR2 SELENON SLC38A2 SLC7A5 SRD5A1 TNS2 TOMM20 GOBP_RESPONSE_TO_MUSCLE_INACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_MUSCLE_INACTIVITY ACTN3 CASQ1 DAG1 FBXO32 HDAC4 MYOG PIK3CA SCN5A SGCA GOBP_RESPONSE_TO_MUSCLE_STRETCH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_MUSCLE_STRETCH ANKRD1 ANKRD23 CAV3 CDH2 CSRP3 CTNNB1 DDR2 DMD EDN1 FOS GPI GSN MAPK14 NFKB1 NFKBIA NPPA PIK3CA PTK2 RAF1 RELA RYR2 SLC8A1 SLC9A1 TCAP TTN GOBP_RESPONSE_TO_NEMATODE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_NEMATODE CYP1A1 IL25 ITLN1 PTGER2 PTGER4 PTGS2 RBBP9 GOBP_RESPONSE_TO_NERVE_GROWTH_FACTOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_NERVE_GROWTH_FACTOR ACAP2 AKT1 ARF6 ARPC3 BDNF BPTF BRAF CALCA CBL CIB1 CORO1A CRK CSNK1D CSNK1E CSTF2 DYNC1LI2 EEF2K EHD1 EIF4A3 ELAVL4 GRIA1 HES1 KAT2A KCNC1 KCNC2 KIDINS220 MAGI2 MAPT NGF NTF3 NTF4 NTRK1 NTRK2 NTRK3 PARP1 RAB35 RAP1A RAPGEF1 RAPGEF2 SH3GL2 SHOC2 SORT1 STMN2 TAC1 TMEM108 TRPV1 USP8 WASF1 GOBP_RESPONSE_TO_NICOTINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_NICOTINE ABAT ATP1A2 AVP B2M BAD BCL2 CASP3 CHRNA1 CHRNA2 CHRNA3 CHRNA4 CHRNA5 CHRNA6 CHRNA7 CHRNB1 CHRNB2 CHRNB3 CHRNB4 CNR1 DRD2 EDN1 GABBR1 GNAT3 GPX1 GRM2 HDAC2 HMOX1 HOMER1 IGF1R IL13 KCNK1 KCNQ1 LYPD1 MAPK1 MMP2 MT-ND4 MT-ND6 NFKB1 NKX6-1 NTRK1 PDX1 PENK PPARA PPP1R9B RELA SLC6A3 SLC7A11 TACR1 TH TNF VCAM1 GOBP_RESPONSE_TO_NITRIC_OXIDE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_NITRIC_OXIDE AIFM1 AQP1 ATP5F1A CCL19 CCNA2 CCR7 CDK2 CFLAR CRK DPEP1 EGLN1 FOXO1 GUCY1B1 HNRNPD KCNC2 MMP3 MTR SCN11A TRAF2 TXN GOBP_RESPONSE_TO_NITROGEN_COMPOUND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_NITROGEN_COMPOUND AANAT ABAT ABCA1 ABCC1 ABCC8 ABCC9 ABL1 ACHE ACTA1 ACTB ACTN2 ACVR1C ADA ADAMTS13 ADCY5 ADCY6 ADCY8 ADIPOQ ADIPOR1 ADM ADORA1 ADORA2A ADRB2 ADSS2 ADTRP AGER AGRN AGRP AGT AGTR1 AGTR2 AGTRAP AHCYL1 AHR AHSG AIFM1 AKAP6 AKAP9 AKT1 AKT2 ALAD ALK ALPL AMFR AMIGO1 ANKZF1 ANO1 ANXA1 AOC1 AP3S1 APLP1 APOE APP APPL1 APPL2 AQP1 AQP11 AQP8 AQP9 AREG ARHGEF2 ARID1B ARRB2 ASCL1 ASIC1 ASS1 ATF1 ATF2 ATF6 ATP1A3 ATP2B1 ATP2B4 ATP4B ATP5F1A ATP7A ATRX ATXN3 AUP1 BACE1 BAG6 BAIAP2 BCAP31 BCAR1 BCAR3 BCHE BCKDHB BCL11A BCL2 BCL2L1 BCL2L2 BGLAP BIRC2 BLM BMP7 BMT2 BRAF BRCA1 BRIP1 BRSK2 BSG BTG2 C1QTNF12 C2CD5 C5AR1 CA2 CACNA1A CACNA1B CACNA1S CACNA2D1 CACNB1 CACNG4 CAD CALCR CALR CALR3 CALY CAMK2A CAMP CANX CAPN10 CAPN2 CARD9 CARM1 CASP3 CASP4 CASP6 CASP7 CASQ2 CASR CASTOR1 CASTOR2 CASTOR3P CAT CAV1 CAV2 CAV3 CBS CCDC47 CCL19 CCNA2 CCNG1 CCR7 CD36 CD40 CD68 CD81 CD9 CDA CDC6 CDH1 CDH13 CDK1 CDK2 CDK5 CDK5R1 CDKN1A CDKN1B CDO1 CEACAM1 CEBPB CELA2A CES1 CFLAR CFTR CGAS CHEK1 CHMP5 CHRM1 CHRM2 CHRM3 CHRM4 CHRM5 CHRNA2 CHRNA3 CHRNA7 CHRNB2 CHRND CHUK CIB2 CITED1 CLGN CNGA3 CNR1 CNR2 COL16A1 COL1A1 COL1A2 COL3A1 COL4A1 COL4A6 COL5A2 COL6A1 COLEC12 CPEB1 CPEB2 CPEB3 CPEB4 CPS1 CPT1A CREB1 CRHBP CRHR1 CRHR2 CRK CRKL CRLS1 CRY1 CRY2 CSH1 CSH2 CSHL1 CSK CSRP3 CTNNA1 CTNNB1 CTSD CTSK CUL3 CXCL12 CXCR4 CYBB CYC1 CYFIP1 CYP11A1 CYP11B1 CYP11B2 CYP1B1 DAG1 DAXX DBH DDI1 DDI2 DDR2 DDX1 DDX11 DDX21 DEFB124 DENND4C DERL1 DERL2 DERL3 DGKQ DHFR DHFRP1 DHX15 DHX36 DHX9 DIAPH1 DMTN DNAI1 DNAJB12 DNAJB2 DNAJB9 DNAJC10 DNMT1 DNMT3A DNTT DPEP1 DRD1 DRD2 DRD3 DRD4 DRD5 DTNBP1 DUOX1 DUOX2 ECHDC3 ECPAS EDEM1 EDEM2 EDEM3 EDN1 EDNRA EDNRB EEF2K EFTUD2 EGFR EGLN1 EGR1 EGR2 EHMT2 EIF2B1 EIF2B2 EIF2B3 EIF2B4 EIF2B5 EIF2S1 EIF4EBP2 EIF6 ELAVL4 EN1 ENPP1 ENSG00000274276 EP300 EPG5 EPHA4 EPHB2 EPM2AIP1 EPRS1 ERBIN EREG ERFE ERLEC1 ERLIN1 ERLIN2 EXT1 EZH2 EZR F7 FADD FAF1 FAF2 FAM8A1 FBN1 FBP1 FBXO17 FBXO2 FBXO27 FBXO44 FBXO6 FCER1G FCGR2B FCSK FDX1 FER FFAR3 FGF21 FLNA FLOT1 FLT3 FOLR1 FOLR2 FOS FOSB FOSL1 FOSL2 FOXC2 FOXO1 FOXO4 FOXP3 FOXRED2 FPR2 FUNDC1 FUT7 FYN GAB1 GABRB1 GABRB2 GABRB3 GABRG2 GAL GALP GAS5 GATA1 GATA6 GCG GCGR GCK GCLC GCLM GCNT1 GDF10 GDF15 GET4 GFER GH1 GH2 GHR GHRHR GHRL GHSR GIP GJA1 GJB2 GKAP1 GLDC GLP1R GLP2R GLRA1 GLRA2 GLRA3 GNA11 GNA14 GNA15 GNAI1 GNAI2 GNAI3 GNAO1 GNAQ GNAS GNAZ GNB1 GNB5 GNG2 GNRHR GNRHR2 GOLPH3 GOT1 GPD1 GPER1 GPIHBP1 GPLD1 GPR173 GPR21 GPRC6A GPT GPT2 GPX1 GRB10 GRB14 GRB2 GRB7 GRIA1 GRIN1 GRIN2A GRK2 GRM2 GRM5 GSK3A GSK3B GSTM1 GSTM2 GSTM3 GUCD1 GUCY1B1 HADH HADHA HCN1 HCN2 HCN3 HCN4 HDAC2 HDAC5 HDAC6 HDAC9 HERPUD1 HES1 HLCS HM13 HMGCS2 HNRNPD HOMER1 HOMER2 HPCA HPRT1 HRAS HRH1 HRH2 HRH3 HRH4 HSD11B2 HSF1 HSP90AA1 HSP90B1 HSPA5 HTR1A HTR1B HTR1D HTR1E HTR1F HTR2A HTR2B HTR2C HTR3A HTR3B HTR3C HTR3D HTR3E HTR4 HTR5A HTR6 HTR7 ICAM1 IDE IFIH1 IFIT1 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IFNE IFNK IFNW1 IGF1 IGF1R IGF2 IGFBP1 IGFBP5 IL10 IL1A IL1B IL2 IL6 INAVA INHBA INHBB INPP5K INPPL1 INS INSIG1 INSIG2 INSR INSRR IPO5 IRAK3 IRF3 IRF5 IRS1 IRS2 IRS4 ITGA2 ITGA4 ITGB1 ITGB2 ITGB3 ITPR1 ITPR2 JAG1 JAK1 JAK2 JAK3 JKAMP JUP KANK1 KAT2B KAT7 KBTBD2 KCNB1 KCNC1 KCNC2 KCNE1 KCNJ11 KCNJ8 KCNQ1 KDM1A KHK KL KLF1 KLF11 KLF15 KLF16 KLF2 KLF3 KLHL22 KYNU LAMTOR1 LAMTOR2 LAMTOR3 LAMTOR4 LAMTOR5 LARGE1 LARP1 LARS1 LDLR LDOC1 LEP LEPROT LEPROTL1 LGMN LHCGR LIPA LONP1 LPIN1 LPIN2 LPIN3 LPL LRP1 LRP5 LRP6 LRRK2 LTA4H LY6G6D LY6H LYN LYPD1 MAN1A1 MAN1A2 MAN1B1 MAN1C1 MAP1B MAP3K5 MAP3K7 MAPK1 MAPK13 MAPK14 MAPK3 MARCHF6 MAS1 MAS1L MAVS MAX MBD1 MBD5 MC4R MDM2 MEAK7 MECP2 MEF2C MGARP MGST2 MIA3 MIR103A1 MIR106B MIR107 MIR1271 MIR135A1 MIR140 MIR143 MIR145 MIR146A MIR15B MIR195 MIR200A MIR200C MIR20A MIR224 MIR302A MIR342 MIR379 MIR421 MIR4286 MIR455 MIR545 MIR758 MIR762 MIR92A1 MIR95 MIR98 MIRLET7F1 MMP12 MMP13 MMP2 MMP3 MMP9 MRGPRX1 MSTN MT-ND5 MT-ND6 MTARC1 MTARC2 MTHFR MTOR MTR MUL1 MYD88 MYO1C MYO5A MYRF MZB1 NAGK NAMPT NCCRP1 NCK1 NCL NCOA1 NCOA2 NCOA5 NCOR2 NCSTN NDEL1 NDUFS4 NEFL NEURL1 NFE2L2 NFKB1 NFKBIA NFKBIZ NGFR NGLY1 NHERF1 NKX6-1 NLRP1 NNMT NOD1 NOD2 NONO NOTCH1 NPC1 NPLOC4 NPM1 NPPC NPR2 NQO1 NR1H4 NR4A1 NR4A2 NR4A3 NR5A1 NSG1 NSG2 NSMCE3 NSMF NT5E NTRK1 NTRK2 NUCKS1 NUDC OGG1 OGT OPRK1 OPRM1 OS9 OSBPL8 OTC OTOP1 OXTR P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX6 P2RX7 P2RY1 P2RY11 P2RY12 P2RY2 P2RY4 P2RY6 PALM PANX1 PARP1 PAX6 PCK1 PCK2 PCNA PCSK1 PCSK9 PDCD4 PDE12 PDE1B PDE2A PDE3A PDE3B PDE4B PDGFC PDGFD PDGFRA PDK2 PDK4 PDPK1 PDX1 PDXP PELI1 PENK PER1 PFKFB1 PHEX PHIP PID1 PIK3C2A PIK3CA PIK3CG PIK3R1 PIK3R2 PIK3R3 PIP4K2A PIP4K2B PIP4K2C PITX3 PKD2 PKLR PKM PLA2G1B PLCB1 PMAIP1 PNPLA3 PNPT1 POMC POU4F2 PPARA PPARG PPP1R1B PPP1R9B PPP2R2A PPP3CA PPP5C PQBP1 PRKAA1 PRKACA PRKAR1A PRKCA PRKCB PRKCD PRKCE PRKCG PRKCI PRKCQ PRKCZ PRKD1 PRKDC PRKN PRLH PRMT5 PRNP PSEN1 PSMB2 PSMC6 PTAFR PTGER1 PTGS2 PTK2 PTK2B PTPN1 PTPN11 PTPN2 PTPN22 PTPRA PTPRE PXN RAB10 RAB13 RAB31 RAB44 RAB8A RAD51 RAF1 RALB RAMP3 RANBP2 RANGAP1 RAP1A RAP1B RAP1BL RAP1GDS1 RAPGEF1 RAPGEF2 RAPGEF3 RARRES2 RB1 RBM4 RBX1 RCN3 RECQL5 REG1A REG1B REG3A REG3G RELA REN RETN RFTN1 RFTN2 RGS10 RGS17 RGS2 RGS4 RGS7 RGS8 RHBDD1 RHBDD2 RHOQ RIGI RIOK3 RIPK2 RNF103 RNF121 RNF139 RNF175 RNF185 RNF5 RNFT1 RNFT2 RNLS ROCK1 ROCK2 RPE65 RPL23 RPS6KB1 RPTOR RRAGA RRAGB RRAGC RRAGD RRM2B RTF2 RYR1 RYR2 RYR3 SCAP SCN11A SCNN1A SCNN1B SCNN1D SCNN1G SDC1 SDF2L1 SDK1 SEC61B SEL1L SEL1L2 SELENON SELENOS SERPINA12 SERPINF1 SESN1 SESN2 SESN3 SETD2 SFRP1 SGCB SGTA SH2B2 SH3BP4 SHC1 SHMT1 SHOC2 SIK2 SIN3A SIRT1 SIRT2 SIX1 SLC18A2 SLC1A1 SLC1A2 SLC1A3 SLC22A12 SLC24A4 SLC25A33 SLC26A3 SLC26A6 SLC27A1 SLC27A4 SLC2A1 SLC2A4 SLC2A8 SLC30A10 SLC34A1 SLC38A9 SLC39A14 SLC3A2 SLC5A5 SLC6A1 SLC6A3 SLC6A4 SLC7A5 SLC8A1 SLC9A1 SLIT2 SLURP2 SMARCC1 SMPD1 SMPD3 SNCA SNX5 SNX6 SOCS1 SOCS2 SOCS3 SOCS5 SOGA1 SORBS1 SORL1 SORT1 SOS1 SOS2 SOX9 SP1 SP7 SPAAR SPIDR SPINK1 SRC SRD5A1 SRD5A2 SREBF1 SREBF2 SRSF4 SRSF6 SRSF9 SSH1 SST ST8SIA2 STAMBPL1 STAT1 STAT2 STAT3 STAT4 STAT5A STAT5B STAT6 STC1 STC2 STING1 STK11 STT3B STUB1 STXBP3 STXBP4 SULT1A3 SULT1A4 SVIP SYAP1 SYK SYVN1 TACR3 TAF1 TAF9 TBC1D4 TCF12 TDO2 TEK TFF1 TGFB1 TGFBR3 TGM2 TH THBD TIAM1 TICAM1 TICAM2 TIMELESS TIMP1 TLR2 TLR3 TLR4 TLR6 TLR7 TLR9 TMBIM6 TMEM129 TMEM259 TMEM38A TMEM38B TMEM67 TMUB1 TMUB2 TNF TNFAIP3 TNFRSF11A TNFSF10 TNFSF4 TNIK TNS2 TOMM20 TOMM70 TOP2B TOR1A TP53 TP73 TPR TRAF2 TRARG1 TRDMT1 TREM2 TREX1 TRIB3 TRIM13 TRIM16 TRIM24 TRIM25 TRIM41 TRIM72 TRPC3 TRPM2 TRPM4 TRPV1 TRPV4 TSC1 TSC2 TSHR TSPO TUBA1A TWIST2 TXN TXNIP TYK2 TYMS TYR UBAC2 UBE2G2 UBE2J1 UBE2J2 UBE4A UBE4B UBQLN1 UBQLN2 UBR1 UBR2 UBXN1 UBXN10 UBXN4 UBXN6 UBXN8 UCP2 UCP3 UFD1 UFL1 UGGT1 UGGT2 UMOD UMODL1 UPRT UQCRC1 UROS USF1 USO1 USP13 USP14 USP19 USP25 VAMP2 VCAM1 VCP VGF VIM VKORC1 VPS13C VPS35 VWA2 WDTC1 WFS1 WNT1 WNT10B WT1 XBP1 XRN1 YOD1 YWHAG ZBED3 ZBTB7B ZCCHC3 ZDHHC7 ZEB1 ZFP36L1 ZNF106 ZNF592 GOBP_RESPONSE_TO_NITROSATIVE_STRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_NITROSATIVE_STRESS ADH5 ATG5 ATM DDIT3 DNAJA1 DUSP6 GCLC GCLM PARK7 STOX1 GOBP_RESPONSE_TO_NUTRIENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_NUTRIENT A2M ABCA1 ABCG5 ABCG8 ACSL1 ADIPOQ ADSL AGL AKR1C3 ALAD ALDH1A2 ALPL AMELX APAF1 AQP3 ARSB ASCL1 ASS1 BCHE BCKDHB BECN1 BGLAP BMP7 BMT2 BRIP1 C2 CASR CAT CBS CCL28 CD40 CDKN2B CDKN2D CNR1 COL1A1 CSNK1A1 CXCL10 CYBB CYP1A1 CYP1B1 CYP24A1 CYP26A1 CYP26B1 CYP27B1 DNMT3A ENSA ENSG00000274276 EPO ERCC1 F5 F7 FES FGF23 FKBP1B FOLR1 FOLR2 FOXA2 GAS6 GATA4 GCGR GCLC GCLM GDAP1 GIPR GNAI2 GNPAT GPX1 HLCS HMGCS2 HSF1 IGF1R IGFBP2 IL1A ITGA2 KANK2 KAT2B KL KYNU LEP LIPA LIPG LPL LRAT LTA MAP1B MDM2 MED1 MIR125B1 MLXIPL MN1 MTHFR MTOR NCOA1 NFKBIZ NNT NOD2 NQO1 NR1H4 OGG1 OGT OTC PDK2 PDX1 PENK PHEX PIM1 PKLR PLD1 POSTN PPARG PRKCB PTGS2 PTH RARA RELA RPS6KB1 RUNX2 RXRA RXRB SFRP1 SFRP2 SHANK2 SLC16A1 SLC27A4 SLC34A1 SLC6A19 SLC6A4 SNAI2 SNW1 SOD2 SPP1 SRF SST STAT1 STC1 STC2 TBXA2R TFRC TMIGD1 TNC TNFRSF11B TPCN2 TRIM24 TRIM25 TSHB TSPO TYMS TYR UCP3 UGT1A1 USF1 USF2 VCAM1 VDR XBP1 GOBP_RESPONSE_TO_ORGANIC_CYCLIC_COMPOUND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_ORGANIC_CYCLIC_COMPOUND A2M AANAT ABAT ABCA1 ABCA2 ABCA3 ABCB11 ABCB4 ABCC9 ABCD3 ABHD2 ABL1 ACACB ACAT1 ACE ACOD1 ACR ACSBG1 ACSL1 ACTA1 ACTB ADA ADAM9 ADCY1 ADCY2 ADCY3 ADCY5 ADCY6 ADCY8 ADCYAP1R1 ADIPOQ ADM ADORA1 ADORA2A ADSS2 ADTRP AGL AHR AIFM1 AKAP6 AKAP9 AKR1C3 ALAD ALAS1 ALDH1A2 ALK ALPL AMH ANGPT2 ANXA1 ANXA3 AOC1 APLP1 APOA2 APOA4 AQP1 AQP3 AQP8 AQP9 AR AREG ARID1A ARL6IP5 ARPC1B ARRB2 ASCL1 ASS1 ATF1 ATF2 ATP1A1 ATP1A2 ATP1A3 ATP2B4 ATP5F1A AVP AVPR1A AXIN2 BAK1 BCHE BCKDHB BCL2 BCL2L1 BCL2L11 BCL2L2 BECN1 BGLAP BIRC2 BLM BMAL1 BMP2 BMP6 BMP7 BRAF BRCA1 BSG BTG2 BTRC CA9 CACNA1S CACNG4 CAD CALCOCO1 CALCR CALR CALY CARD9 CARM1 CASP3 CASP6 CASP7 CASP8 CASP9 CASQ2 CASR CAT CAV1 CAV2 CBL CBS CCDC62 CCL3 CCNA2 CCR5 CD36 CD38 CD40 CD83 CDA CDH1 CDK1 CDK4 CDK5 CDKN1A CDKN1B CDKN2B CDKN2D CDO1 CEBPA CES1 CFLAR CFTR CGAS CHEK1 CHRM1 CHRM2 CHRM3 CHRM4 CHRM5 CHRNB2 CIB2 CIDEA CITED1 CLDN1 CLDN4 CLOCK CNGA3 CNOT1 CNOT2 CNOT9 CNR1 COL1A1 COLEC12 CPN1 CPS1 CPT1A CREB1 CRHBP CRLS1 CRY1 CRY2 CRYAB CSN1S1 CST11 CTNNA1 CTNNB1 CTSK CXCL10 CXCR4 CYBB CYP19A1 CYP1A1 CYP1B1 CYP24A1 CYP27B1 CYP7A1 CYP7B1 CYP8B1 DAB2 DAG1 DAXX DDIT4 DDRGK1 DDX1 DDX17 DDX21 DDX5 DDX54 DEFA1 DEFA1B DEFA3 DGKQ DHFR DHFRP1 DHH DHX36 DHX9 DIAPH1 DMTN DNAAF4 DNAJA1 DNMT1 DNMT3A DNTT DRD1 DRD2 DRD3 DRD4 DRD5 DSG1 DSG2 DTNBP1 DUOX1 DUOX2 DUSP6 DUT DYNAP EDN1 EDNRB EEF2K EFNA5 EFTUD2 EGFR EGLN2 EGR1 EHMT2 EIF2S1 EIF4A3 EIF4E ELAVL4 ELK1 EN1 ENPP1 ENSG00000274276 EP300 EPG5 EPHX1 EPO ESR1 ESR2 ESRRA ESRRB ESRRG EZH2 EZR F7 FADD FAM107A FAM210B FBP1 FBXO32 FCSK FDX1 FECH FES FGF10 FGF19 FGF23 FGF8 FGFR4 FIBIN FKBP1B FKBP4 FLNA FLOT1 FLT3 FOLR1 FOLR2 FOS FOSB FOSL1 FOSL2 FOXA1 FOXF1 FOXH1 FOXP1 FOXP3 FST G6PD GABRB1 GABRB2 GABRB3 GABRG2 GATA1 GATA6 GBA1 GCLC GCLM GDAP1 GDF10 GH1 GHR GHRHR GHSR GIP GJB2 GLB1 GLDC GNA11 GNA14 GNA15 GNAI1 GNAI3 GNAO1 GNAQ GNAS GNAT1 GNAT2 GNAZ GNB1 GNB5 GNG2 GNRH1 GOLPH3 GOT1 GPBAR1 GPD1 GPER1 GPI GPLD1 GPR155 GPR83 GPT2 GPX1 GPX4 GRAMD1A GRAMD1B GRAMD1C GRIA1 GRM2 GSK3A GSK3B GSTM2 GUCD1 H2AZ1 HAND2 HBE1 HCN1 HCN2 HCN3 HCN4 HDAC1 HDAC2 HDAC5 HDAC6 HES1 HEYL HLCS HMGB2 HMGCS2 HNRNPD HNRNPU HOMER1 HOMER2 HOXA10 HOXA11 HOXA13 HOXA9 HOXB13 HOXD13 HPCA HPGD HRH1 HRH2 HRH3 HRH4 HSD11B2 HSD3B1 HSD3B2 HSF1 HSP90AA1 HSP90B1 HSPA1A HSPA1B HSPA8 HTR1A HTR1B HTR1D HTR1E HTR1F HTR2A HTR2B HTR2C HTR3A HTR3B HTR3C HTR3D HTR3E HTR4 HTR5A HTR6 HTR7 ID3 IDH1 IFIH1 IFIT1 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IFNE IFNK IFNW1 IGF1R IGFBP1 IGFBP2 IGFBP4 IGFBP5 IGFBP7 IHH IL10 IL1A IL1B IL1RN IL2 IL22 IL6 INHBA INHBB INPP5K INSIG1 INSIG2 IRAK3 IRF3 ISL1 ITGA2 ITGA6 ITPR2 JAK2 JUP KANK2 KAT2A KAT5 KCNC2 KCNE1 KCNJ11 KCNJ8 KCNMB1 KCNQ1 KCNQ3 KDM1A KDM3A KDM4C KDM5D KIF18A KITLG KL KLF16 KLF2 KLF9 KMT2D KYNU LARP1 LATS1 LBH LCOR LEP LIPA LMO3 LONP2 LOX LRP6 LRP8 LRRK2 LY6D LYN MAOB MAP1B MAPK1 MAPK3 MAVS MBD1 MBD2 MBD3 MBD4 MDM2 MECP2 MED1 MEF2C METTL21C MGARP MIR125B1 MIR182 MIR185 MIR21 MIR342 MIR96 MLC1 MMP14 MMP15 MMP2 MN1 MRGPRX1 MSN MSR1 MSTN MSX2 MT-ND3 MT-ND6 MTAP MTHFR MUL1 MYD88 MYOD1 MYOG MYRF NAGLU NASP NCF1 NCOA1 NCOA2 NCOA3 NCOA4 NCOR1 NCOR2 NCSTN NDUFS4 NEDD4 NEFL NFKB1 NFKBIA NFKBIZ NHERF1 NKX2-2 NKX3-1 NOD2 NODAL NPAS4 NPC1 NPM1 NPR2 NQO1 NR0B1 NR0B2 NR1D1 NR1H3 NR1H4 NR2C1 NR2E1 NR2E3 NR2F2 NR3C1 NR3C2 NR4A3 NRIP1 NSG1 NSG2 NT5E OGG1 OPRK1 OPRL1 OPRM1 OR51E2 OSBPL7 OTC OXTR P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX6 P2RX7 P2RY1 P2RY11 P2RY12 P2RY13 P2RY2 P2RY4 P2RY6 PADI2 PAGR1 PAK1 PAK2 PAK3 PAK4 PALM PANX1 PAPPA PAQR7 PAQR8 PARK7 PARP1 PCK1 PCK2 PCNA PCSK1 PDCD7 PDE12 PDE2A PDE3A PDE4B PDGFB PDX1 PDXP PELI1 PENK PER1 PFKFB1 PGR PGRMC2 PHB1 PHB2 PHEX PIAS2 PIK3CA PIK3CG PIM1 PITX3 PKD2 PKLR PKN1 PLA2G4F PLCB1 PLIN2 PLPP1 PMAIP1 PMEPA1 PMVK PNPLA3 PNPT1 POSTN POU4F1 POU4F2 PPARA PPARD PPARGC1B PPP1R1B PPP1R9B PPP2R2A PPP5C PQBP1 PRKAA1 PRKACA PRKCB PRKCE PRKCG PRKD1 PRKN PRMT2 PRMT5 PSMB2 PSPH PTAFR PTCH1 PTGDS PTGER1 PTGER2 PTGES3 PTGFR PTGS2 PTH PTK2B PTPRC PTPRU RAB44 RAD51 RAE1 RALB RAMP3 RAN RAP1A RAP1B RAP1BL RAPGEF1 RAPGEF2 RAPGEF3 RARA RBBP7 RBFOX2 RECQL5 RELA REN REST RFTN1 RFTN2 RGS4 RGS8 RHOA RHOXF1 RIGI RIOK3 RIPK2 RNF14 RNF6 RNLS ROCK2 RORA RORC RPL27 RPS6KB1 RUNX2 RUVBL2 RWDD1 RXRA RXRB RXRG RYR1 RYR2 RYR3 SAFB SAFB2 SCGB1A1 SCGB2A1 SCGB2A2 SCNN1A SCNN1B SCNN1D SCNN1G SDC1 SDK1 SELENON SERPINF1 SETD2 SFRP1 SGK1 SH3RF1 SIN3A SIRT1 SIRT2 SIX1 SKP2 SLC10A1 SLC12A3 SLC16A1 SLC1A1 SLC1A2 SLC1A3 SLC22A6 SLC26A3 SLC26A5 SLC26A6 SLC34A1 SLC39A9 SLC3A2 SLC46A3 SLC5A5 SLC6A1 SLC6A3 SLC6A4 SLC7A11 SLC8A1 SLC9A1 SLIT2 SLIT3 SMAD1 SMAD2 SMAD5 SMARCA4 SMO SMPD1 SMYD3 SNAI2 SNCA SNW1 SOCS2 SOD2 SOX10 SOX30 SOX9 SP1 SP5 SP7 SPIDR SPP1 SRARP SRC SRD5A1 SRD5A2 SREBF1 SRR SSH1 SST SSTR1 SSTR2 SSTR3 SSTR4 SSTR5 ST8SIA2 STAT1 STAT3 STAT5B STC1 STC2 STING1 STK39 STRN3 STXBP1 SULT1A3 SULT1A4 TACR1 TACR3 TADA3 TAF1 TAF2 TAF7 TAT TBXA2R TCF21 TEK TET2 TFAP4 TFPI TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGM2 TH THBD THBS1 TIAM1 TICAM1 TICAM2 TIPARP TLR2 TLR3 TLR7 TLR9 TMEM38A TMEM38B TMF1 TNC TNF TNFRSF11A TOMM20 TOMM70 TOP2B TP53I13 TP63 TPCN2 TPR TRERF1 TRIM24 TRIM25 TRIM63 TRIM68 TRIP4 TRPA1 TRPC3 TRPM2 TRPM4 TRPV1 TSPO TWIST2 TXN2 TXNIP TYMS TYR UBA5 UBE2L3 UBE3A UBR5 UCN UCN3 UCP1 UCP3 UFL1 UFM1 UFSP2 UGT1A1 UGT3A2 URI1 USP18 USP26 USP8 VDR VGF VKORC1 VPS11 VPS18 VPS35 VPS54 WBP2 WNT10B WNT7A WNT7B WNT8B WT1 XRN1 YAP1 YWHAH ZBTB7A ZC3H12A ZCCHC3 ZDHHC7 ZFP36 ZFP36L1 ZFP36L2 ZMIZ1 ZNF366 ZNF703 ZNF764 GOBP_RESPONSE_TO_ORGANOPHOSPHORUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_ORGANOPHOSPHORUS AANAT ABCC9 ADIPOQ AHR AKAP6 AKAP9 AKR1C1 AQP1 AQP8 AQP9 AREG ASS1 BCKDHB BIRC2 BRAF BSG CARM1 CDO1 CFTR CIB2 CITED1 CNGA3 COL1A1 CPS1 CRHBP CRLS1 CYP1B1 DGKQ DMTN DNTT DUOX1 DUOX2 EEF2K ENPP1 EZR FBP1 FDX1 FOS FOSB FOSL1 GATA1 GATA6 GPD1 GUCD1 HCN1 HCN2 HCN3 HCN4 HMGCS2 HSP90B1 IGFBP5 IL1B INHBB INPP5K ITPR2 KCNE1 KCNJ11 KCNJ8 KCNQ1 KDM1A LPAR1 NDUFS4 NPR2 NT5E P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX6 P2RX7 P2RY1 P2RY11 P2RY12 P2RY2 P2RY4 P2RY6 PANX1 PCK1 PDE2A PDE3A PDXP PENK PER1 PFKFB1 PIK3CG PKD2 PKLR PNPT1 PTAFR PTGS2 PTK2B RAP1A RAP1B RAP1BL RAPGEF1 RAPGEF2 RAPGEF3 RELA REN RFC3 RYR3 SDC1 SLC26A3 SLC26A6 SLC5A5 SLC6A3 SLC6A4 SRD5A1 SREBF1 SSH1 STAT1 STC1 TAF1 TEK THBD TLR7 TOP2B TRIM16 TRPC3 TRPM4 TRPV1 TYMS TYR VGF WNT10B WT1 ZFP36L1 GOBP_RESPONSE_TO_OSMOTIC_STRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_OSMOTIC_STRESS ABCB1 AKR1B1 AQP1 AQP5 ARHGEF2 ATF2 BAD BAX BDKRB2 CAB39 CAPN3 CASP1 CASP3 CLN3 DDX3X EFHD1 EPO FBP1 HSP90AA1 ICOSLG ITGA2 KCNMA1 KMO LETM1 LRRC8A LRRC8C LRRC8D LRRC8E MAP2K7 MAP7 MAPK13 MARVELD3 MICU1 MLC1 MLST8 MTOR MYLK NFAT5 NLK NLRP3 OXSR1 PAPPA2 PCK1 PDPK1 PKD2 PKN1 PLK3 PTGS2 PTK2B PYCARD RCSD1 RELB RPTOR SCN2A SERPINB6 SLC12A2 SLC12A5 SLC12A6 SLC25A23 SLC2A1 SLC2A4 SLC4A11 SST STK39 TH TIFAB TLR3 TNF TP53 TRPV4 TSC22D2 TSC22D3 TSC22D4 TSPO USP15 WNK1 WNK3 XRCC5 XRCC6 YBX3 ZFAND1 ZFP36L1 GOBP_RESPONSE_TO_OXIDATIVE_STRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_OXIDATIVE_STRESS ABCB11 ABCC1 ABCD1 ABL1 ADAM9 ADCYAP1R1 ADIPOQ ADPRS AGAP3 AIF1 AIFM1 AIFM2 AKT1 ALAD ALDH3B1 ALOX5 ALS2 ANGPTL7 ANKRD2 ANKZF1 ANXA1 APOA4 APOD APOE APP AQP1 AREG ARL6IP5 ARNT ATF2 ATF4 ATM ATOX1 ATP13A2 ATP2A2 ATP7A AXL BAK1 BANF1 BCL2 BECN1 BMAL1 BMP7 BNIP3 BRF2 BTK C12orf29 C19orf12 CAMKK2 CAPN2 CASP3 CAT CBX8 CCS CD36 CD38 CDK1 CHCHD2 CHRNA4 CHUK COA8 COL1A1 CPEB2 CRK CRYAB CRYGD CYB5B CYGB CYP1B1 DAPK1 DDR2 DGKK DHCR24 DHFR DHFRP1 DHRS2 DUOX1 DUOX2 ECT2 EDN1 EDNRA EGFR EIF2S1 EPAS1 EPX ERCC1 ERCC2 ERCC3 ERCC6 ERCC6L2 ERCC8 ERMP1 ERN1 ERO1A ETFDH ETV5 EZH2 FABP1 FANCC FANCD2 FBLN5 FER FGF8 FKBP1B FOS FOSL1 FOXO1 FOXO3 FOXO4 FOXP1 FUT8 FXN FYN G6PD GAS5 GCH1 GCLC GCLM GGT7 GJB2 GLRX2 GPR37 GPR37L1 GPX1 GPX2 GPX3 GPX4 GPX5 GPX6 GPX7 GPX8 GSR GSS GSTP1 H19 HAO1 HBA1 HBA2 HBB HDAC2 HDAC6 HGF HIF1A HM13 HMOX1 HMOX2 HP HSF1 HSPA1A HSPA1B HTRA2 HYAL1 HYAL2 IDH1 IL18BP IL18RAP IL1A IL6 IPCEF1 JAK2 JUN KAT2B KCNA5 KDM6B KEAP1 KLF2 KRT1 LIAS LONP1 LPO LRRK2 MACROH2A1 MAP1LC3A MAP2K4 MAP3K5 MAPK1 MAPK13 MAPK3 MAPK7 MAPK8 MAPK9 MAPKAP1 MAPT MBL2 MCTP1 MDM2 MEAK7 MET MGAT3 MGST1 MICB MIR103A1 MIR107 MIR132 MIR133A1 MIR135A1 MIR17 MIR21 MIR34A MIR675 MIR92A1 MIRLET7B MMP14 MMP2 MMP3 MMP9 MPO MPV17 MPV17L MPV17L2 MSRA MSRB2 MSRB3 MT-CO1 MT-ND3 MT-ND5 MT-ND6 MT3 MTF1 MYB NAGLU NAPRT NCF1 NCOA7 NDUFA12 NDUFA6 NDUFB4 NDUFS2 NDUFS8 NEIL1 NET1 NFE2L2 NME8 NOS3 NQO1 NR4A2 NUDT1 NUDT15 NUDT2 OGG1 OSER1 OXR1 OXSR1 PARK7 PARP1 PAWR PAX2 PCGF2 PCNA PDCD10 PDGFD PDGFRA PDK2 PDLIM1 PENK PEX10 PEX12 PEX13 PEX14 PEX2 PEX5 PINK1 PJVK PKD2 PLA2R1 PLEKHA1 PLK3 PNKP PNPLA8 PNPT1 PPARGC1A PPARGC1B PPIA PPIF PPP1R15B PPP2CB PRDX1 PRDX2 PRDX3 PRDX4 PRDX5 PRDX6 PRKAA1 PRKAA2 PRKCD PRKD1 PRKN PRKRA PRNP PRR5L PSEN1 PSIP1 PSMB5 PTGS1 PTGS2 PTK2B PTPRK PTPRN PXDN PXDNL PXN PYCR1 PYCR2 PYROXD1 RACK1 RAD52 RBM11 RBPMS RCAN1 RELA RGS14 RHOB RIPK1 RIPK3 RNF112 ROMO1 RPS3 RRM2B RWDD1 S100A7 SCARA3 SCGB1A1 SDC1 SELENOK SELENON SELENOP SELENOS SESN1 SESN2 SESN3 SETX SGK2 SIN3A SIRPA SIRT1 SIRT2 SLC1A1 SLC23A2 SLC25A14 SLC25A24 SLC4A11 SLC7A11 SMPD3 SNCA SOD1 SOD2 SOD3 SP1 SPHK1 SQSTM1 SRC SRXN1 STAT1 STAT6 STAU1 STAU2 STC2 STK24 STK25 STK26 STOX1 STX2 STX4 SUMO4 TACR1 TAT TBC1D24 THG1L TLDC2 TMEM161A TMIGD1 TNFAIP3 TOP2B TOR1A TP53 TP53INP1 TPM1 TPO TRAP1 TREX1 TRIM25 TRPA1 TRPM2 TXN TXN2 TXNIP TXNRD2 UCN UCP1 UCP2 UCP3 VKORC1L1 VNN1 VRK2 WNT16 WRN XRCC1 ZC3H12A ZFAND1 ZNF277 ZNF580 GOBP_RESPONSE_TO_OXYGEN_CONTAINING_COMPOUND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_OXYGEN_CONTAINING_COMPOUND A2M AANAT ABAT ABCA1 ABCA12 ABCA2 ABCB11 ABCB4 ABCC1 ABCC8 ABCC9 ABHD2 ABL1 ABL2 ACACA ACE ACER1 ACER2 ACHE ACOD1 ACP5 ACSL1 ACTB ACTN2 ACVR1C ACVR2B ADAM15 ADAM17 ADAM9 ADAMTS13 ADCY1 ADCY2 ADCY3 ADCY5 ADCY6 ADCY7 ADCY8 ADCYAP1R1 ADD1 ADGRV1 ADH4 ADH5 ADH6 ADH7 ADIPOQ ADIPOR1 ADM ADNP ADPRS ADRA2A ADRB2 AGAP3 AGER AGRN AGRP AGT AGTR1 AGTR2 AGTRAP AHCYL1 AHR AHSG AICDA AIFM1 AKAP12 AKAP6 AKAP8 AKAP9 AKIRIN2 AKR1A1 AKR1B10 AKR1C1 AKR1C2 AKR1C3 AKR1C4 AKT1 AKT2 ALAD ALAS1 ALDH1A1 ALDH1A2 ALG2 ALK ALOX15 ALOX5AP ALPL AMELX AMIGO1 ANGPT2 ANKRD1 ANKZF1 ANO1 ANXA1 ANXA11 AOC1 AP3S1 APLP1 APOA2 APOA4 APOD APOE APP APPL1 APPL2 AQP1 AQP2 AQP3 AQP8 AQP9 AR AREG ARHGEF2 ARID1B ARID5A ARPC1B ARRB2 ASCL1 ASPN ASS1 ASXL1 ATG5 ATM ATP1A1 ATP1A2 ATP1A3 ATP2B1 ATP2B4 ATP4B ATP5F1A ATP7A AVP AVPR1A AXIN2 AXL BACE1 BAD BAIAP2 BAIAP3 BAK1 BCAR1 BCAR3 BCHE BCKDHB BCL10 BCL11A BCL2 BCL2L1 BCL2L2 BCR BDKRB1 BECN1 BGLAP BIRC2 BLM BMP6 BMP7 BMT2 BNIP3 BPI BRAF BRCA1 BRINP1 BRINP2 BRINP3 BRIP1 BRSK2 BSG BTG2 BTK C12orf29 C1QTNF12 C2 C2CD2L C2CD5 C5AR1 CA2 CA9 CACNA1A CACNA1B CACNA1H CACNA2D1 CACNB1 CACNG2 CACNG4 CACTIN CAD CALCR CALCRL CALM1 CALM2 CALM3 CALR CALY CAMK2A CAMK2D CAMKK2 CAMP CAPN10 CAPN2 CAPN3 CARD16 CARD17P CARD8 CARD9 CARF CARM1 CASP1 CASP3 CASP4 CASP7 CASP8 CASP9 CASQ2 CASR CASTOR1 CASTOR2 CASTOR3P CAT CAV1 CAV2 CBL CBS CBX8 CCDC186 CCDC62 CCL19 CCL2 CCL21 CCL3 CCNA2 CCR5 CCR7 CCS CD14 CD180 CD27 CD274 CD36 CD38 CD40 CD55 CD6 CD68 CD80 CD86 CD96 CDA CDC6 CDC73 CDH1 CDK1 CDK16 CDK19 CDK2 CDK4 CDK5 CDK5R1 CDKN1A CDKN1B CDKN2D CDO1 CDT1 CEACAM1 CEBPA CEBPB CEBPE CELA2A CERS1 CES1 CFLAR CFTR CHMP5 CHP2 CHRM1 CHRM2 CHRM3 CHRM4 CHRM5 CHRNA2 CHRNA3 CHRNA7 CHRNB2 CHRND CHUK CIB2 CITED1 CLDN1 CLDN18 CLDN3 CLDN4 CLDN5 CLDN7 CLEC7A CLIC4 CLTRN CMA1 CMPK2 CNGA3 CNP CNR1 CNR2 COA8 COL16A1 COL18A1 COL1A1 COL1A2 COL3A1 COL4A1 COL4A3 COL4A6 COL5A2 COL6A1 COL6A2 COL6A3 COLEC12 CPB2 CPEB1 CPEB2 CPEB3 CPEB4 CPNE1 CPNE2 CPNE3 CPNE4 CPNE5 CPNE6 CPNE7 CPNE8 CPNE9 CPS1 CPT1A CREB1 CRHBP CRHR1 CRHR2 CRK CRKL CRLS1 CRY1 CRY2 CRYAB CRYGD CSF2 CSF2RB CSF3 CSH1 CSH2 CSHL1 CSK CSN1S1 CSRP3 CTNNA1 CTNNB1 CTR9 CTSD CTSG CTSH CTSK CUL3 CX3CL1 CX3CR1 CXCL1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 CXCR4 CYBB CYC1 CYFIP1 CYP11A1 CYP11B1 CYP11B2 CYP19A1 CYP1A1 CYP1B1 CYP24A1 CYP26A1 CYP26B1 CYP27B1 CYP7A1 CYP8B1 D2HGDH DAB2IP DAG1 DAPK1 DBH DDIT4 DDR2 DDX11 DEFA1 DEFA1B DEFA3 DEFA4 DEFA5 DEFA6 DEFB104A DEFB104B DEFB114 DEFB118 DEFB124 DENND4C DGAT2 DGKQ DHFR DHFRP1 DHH DHX36 DIO2 DKK1 DLG2 DLG4 DMAP1 DMTN DNAAF2 DNAI1 DNMT1 DNMT3A DNTT DPEP1 DRD1 DRD2 DRD3 DRD4 DRD5 DSG1 DSG2 DTNBP1 DUOX1 DUOX2 DUSP10 DYNAP ECHDC3 ECT2 EDEM1 EDEM2 EDEM3 EDN1 EDNRA EDNRB EEF2K EFNA5 EFTUD2 EGFR EGLN1 EGR1 EGR2 EHMT2 EIF2B1 EIF2B2 EIF2B3 EIF2B4 EIF2B5 EIF2S1 EIF4E EIF4EBP2 EIF4G1 EIF6 ELANE ELAVL4 ELK1 EN1 ENPP1 ENSG00000274276 ENSG00000290147 ENTPD6 ENY2 EP300 EPHA3 EPHA4 EPHA5 EPHB2 EPM2AIP1 EPO EPRS1 EPS8 ERBIN ERCC1 ERCC6 ERCC6L2 EREG ERFE ERN1 ESD ESR1 ESR2 EXT1 EXTL3 EZH2 EZR F2R F5 F7 FABP1 FABP4 FADD FAM210B FANCC FASLG FBLN5 FBN1 FBP1 FBXO3 FBXO32 FCGR2B FCSK FDX1 FECH FER FES FFAR1 FFAR2 FFAR3 FGA FGB FGF10 FGF19 FGF21 FGF23 FGFR2 FGFR4 FGG FIBIN FKBP1B FLNA FMO1 FOLR1 FOLR2 FOS FOSB FOSL1 FOSL2 FOXA1 FOXA2 FOXC2 FOXO1 FOXO3 FOXO4 FOXP1 FOXP3 FPR2 FUT7 FXN FYN FZD10 FZD4 FZD7 G6PD GAB1 GABBR1 GABRB1 GAL GALP GAS6 GATA1 GATA4 GATA6 GBA1 GBP2 GBP3 GBP5 GCG GCGR GCH1 GCK GCKR GCLC GCLM GCNT1 GDAP1 GDAP2 GDF10 GDF15 GDI1 GFER GFI1 GH1 GH2 GHR GHRHR GHRL GHSR GIP GIPR GIT1 GJA1 GJB2 GJB3 GJB6 GJD3 GKAP1 GLB1 GLDC GLP1R GLP2R GLRA1 GLRA2 GLRA3 GLRX2 GLUL GNA11 GNA14 GNA15 GNAI1 GNAI2 GNAI3 GNAO1 GNAQ GNAS GNAZ GNB1 GNB5 GNG2 GNPAT GNRH1 GNRHR GNRHR2 GOLPH3 GOT1 GOT2 GPAM GPBAR1 GPD1 GPER1 GPI GPIHBP1 GPLD1 GPR155 GPR173 GPR21 GPR27 GPR37 GPR37L1 GPR68 GPRC6A GPT GPT2 GPX1 GPX3 GPX4 GRAMD1A GRAMD1B GRAMD1C GRB10 GRB14 GRB2 GRB7 GRIA1 GRIN1 GRIN2A GRIN2B GRIN3A GRK2 GRM2 GRM5 GSK3A GSK3B GSTP1 GUCA1A GUCD1 GUCY1B1 GYS2 H19 H2AZ1 H6PD HADH HADHA HADHB HAND2 HAVCR2 HBA1 HBA2 HBB HCK HCN1 HCN2 HCN3 HCN4 HDAC2 HDAC5 HDAC6 HDAC9 HES1 HGF HIF1A HLA-DRB1 HLCS HMGB1 HMGB2 HMGCS2 HMOX1 HNF1B HNF4A HNRNPA0 HNRNPD HOMER1 HOMER2 HOXA10 HOXA11 HOXA13 HOXA2 HOXA9 HOXB13 HOXD13 HP HPCA HPGD HRAS HRH1 HRH2 HRH3 HRH4 HSD11B2 HSD17B2 HSD3B1 HSD3B2 HSF1 HSP90AA1 HSP90B1 HTR1A HTR1B HTR1D HTR1E HTR1F HTR2A HTR2B HTR2C HTR3A HTR3B HTR3C HTR3D HTR3E HTR4 HTR5A HTR6 HTR7 HTRA2 HYAL1 HYAL2 ICAM1 ID3 IDE IDO1 IFNAR1 IFT88 IGF1 IGF1R IGF2 IGF2R IGFBP1 IGFBP2 IGFBP5 IGFBP7 IHH IL10 IL10RA IL12A IL12B IL12RB2 IL13 IL18BP IL18RAP IL1A IL1B IL1F10 IL2 IL23R IL24 IL36A IL36B IL36G IL36RN IL37 IL6 ILDR1 ILDR2 IMPA2 INAVA INHBA INHBB INPP5K INPPL1 INS INSIG1 INSIG2 INSR INSRR IP6K2 IPO5 IQGAP1 IRAK1 IRAK2 IRAK3 IRAK4 IRF3 IRF5 IRF8 IRGM IRS1 IRS2 IRS4 ITGA2 ITGA4 ITGB3 ITPKA ITPKB ITPKC ITPR1 ITPR2 ITPR3 JAG1 JAGN1 JAK1 JAK2 JAK3 JUN JUNB JUND JUP KANK1 KANK2 KAT2B KAT5 KAT7 KBTBD2 KCNA5 KCNB1 KCNC1 KCNC2 KCNE1 KCNH1 KCNIP2 KCNJ10 KCNJ11 KCNJ8 KCNK4 KCNMA1 KCNMB1 KCNMB2 KCNMB3 KCNMB4 KCNQ1 KCNQ3 KDM1A KDM6B KHK KIF18A KL KLF1 KLF11 KLF15 KLF16 KLF2 KLF3 KLF4 KLF7 KLF9 KLHL22 KLRC4-KLRK1 KLRK1 KMO KMT2A KRT8 KYNU LACRT LAMTOR1 LAMTOR2 LAMTOR3 LAMTOR4 LAMTOR5 LANCL2 LARGE1 LARP1 LARS1 LBP LCE1D LCOR LDLR LDOC1 LEP LEPROT LEPROTL1 LGALS9 LGMN LHCGR LIAS LIG4 LILRA2 LILRB1 LILRB2 LIN28A LIPA LITAF LONP1 LOXL1 LPAR1 LPIN1 LPIN2 LPIN3 LPL LRAT LRP1 LRP11 LRP5 LRP6 LRP8 LRRK2 LTA LTA4H LTF LTK LY6G6D LY6H LY86 LY96 LYN LYPD1 MAFA MALT1 MAN1A1 MAN1A2 MAN1B1 MAN1C1 MAOB MAP1B MAP1LC3A MAP2K3 MAP2K4 MAP2K6 MAP2K7 MAP3K5 MAP3K7 MAP4K1 MAPK1 MAPK13 MAPK14 MAPK3 MAPK7 MAPK8 MAPK9 MAPKAPK2 MAPKAPK3 MAPT MAS1 MAS1L MAX MBD1 MBD2 MBD3 MBD4 MBD5 MC4R MCOLN1 MDM2 ME1 MEAK7 MECP2 MED1 MEF2A MEF2C MEIOSIN MET METTL21C MGARP MGST1 MGST2 MICB MIF MIR103A1 MIR106B MIR107 MIR125B1 MIR1271 MIR128-1 MIR133A1 MIR140 MIR142 MIR143 MIR145 MIR146A MIR15A MIR15B MIR16-1 MIR17 MIR182 MIR185 MIR187 MIR195 MIR200A MIR200C MIR20A MIR21 MIR221 MIR223 MIR224 MIR320A MIR320B1 MIR320B2 MIR320C1 MIR320C2 MIR320D1 MIR320D2 MIR320E MIR337 MIR342 MIR34A MIR379 MIR421 MIR433 MIR455 MIR545 MIR675 MIR6869 MIR762 MIR766 MIR92A1 MIR95 MIR96 MIR98 MIRLET7B MIRLET7F1 MIRLET7G MLC1 MLXIPL MMP12 MMP13 MMP15 MMP2 MMP3 MMP8 MMP9 MN1 MNAT1 MPC2 MPO MPV17 MPV17L MPV17L2 MRC1 MSN MSTN MSX2 MT-ND4 MT-ND5 MT-ND6 MT3 MTAP MTDH MTHFR MTOR MTR MTTP MYB MYD88 MYO1C MYO5A MYOD1 MYOG MYRF MZB1 NADK NAGK NAGLU NAMPT NASP NCF1 NCK1 NCL NCOA1 NCOA2 NCOA3 NCOA4 NCOA5 NCOR2 NCSTN NDEL1 NDUFA13 NDUFAF2 NDUFS4 NEDD4 NEFL NEK7 NET1 NEURL1 NEUROD1 NEUROD2 NFATC2 NFATC4 NFE2L2 NFKB1 NFKB2 NFKBIA NFKBIB NFKBIL1 NFKBIZ NGFR NHERF1 NKX2-2 NKX3-1 NKX6-1 NLGN1 NLRP1 NLRP3 NLRP7 NME8 NOCT NOD1 NOD2 NONO NOS1 NOS2 NOS3 NOTCH1 NOX4 NPAS4 NPPC NPR2 NPTX1 NQO1 NR0B2 NR1D1 NR1H3 NR1H4 NR2F2 NR3C1 NR4A1 NR4A2 NR4A3 NR5A1 NRIP1 NSG1 NSG2 NSMF NT5E NTRK1 NTRK2 NUCKS1 NUDC NUDT15 NUGGC OGG1 OGT OPRK1 OPRL1 OPRM1 OR51E2 OSBP OSBPL7 OSBPL8 OSER1 OSR1 OTC OTOP1 OTUD5 OVCA2 OXR1 OXTR P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX6 P2RX7 P2RY1 P2RY11 P2RY12 P2RY2 P2RY4 P2RY6 PABPN1 PAF1 PALM PALM3 PANX1 PAPPA PARK7 PARP1 PAWR PAX2 PAX6 PCGF2 PCK1 PCK2 PCNA PCSK1 PCSK9 PDCD10 PDCD1LG2 PDCD4 PDCD6 PDE2A PDE3A PDE3B PDE4B PDE8B PDGFB PDGFC PDGFD PDGFRA PDK2 PDK3 PDK4 PDPK1 PDX1 PDXP PEF1 PELI1 PENK PER1 PEX10 PEX12 PEX13 PEX14 PEX2 PEX5 PF4 PF4V1 PFKFB1 PFKFB2 PFKL PHB2 PHC1 PHEX PHIP PHOX2B PID1 PIH1D1 PIK3C2A PIK3CA PIK3CG PIK3R1 PIK3R2 PIK3R3 PIM1 PIM3 PINK1 PIP4K2A PIP4K2B PIP4K2C PITX3 PJVK PKD2 PKD2L1 PKLR PKM PLA2G1B PLA2G6 PLAA PLCB1 PLCG2 PLEC PLEKHA1 PLK3 PLSCR3 PLSCR4 PMVK PNPLA3 PNPT1 POLB POMC POSTN POU4F1 POU4F2 PPARA PPARG PPARGC1B PPBP PPIF PPM1E PPP1R15B PPP1R1B PPP1R9B PPP2CB PPP3CA PPP3CB PPP5C PRDX1 PRDX2 PRDX3 PRDX5 PRKAA1 PRKAA2 PRKACA PRKAR1A PRKCA PRKCB PRKCD PRKCE PRKCI PRKCQ PRKCZ PRKD1 PRKDC PRKN PRLH PRMT5 PRNP PRPF8 PSEN1 PSMD14 PSPH PTAFR PTCH1 PTGDR PTGER1 PTGER2 PTGER4 PTGFR PTGIR PTGS2 PTH PTK2 PTK2B PTK6 PTK7 PTPN1 PTPN11 PTPN2 PTPN22 PTPRA PTPRC PTPRE PTPRK PTPRN PTPRN2 PXN PYCARD RAB10 RAB11B RAB11FIP2 RAB11FIP5 RAB13 RAB31 RAB8A RACK1 RAD51 RAF1 RAMP3 RANGAP1 RAP1A RAP1B RAP1BL RAP1GDS1 RAPGEF1 RAPGEF2 RAPGEF3 RARA RARG RARRES2 RASA4 RASA4B RASAL1 RASAL2 RASGRP2 RB1 RBM4 RBP4 RBX1 RDH11 RDH12 RECQL5 REG1A REG1B REG3A REG3G RELA REN RET RETN RFX6 RGS10 RGS19 RGS2 RGS4 RGS7 RGS8 RHOA RHOB RHOQ RIPK1 RIPK2 RIPK3 RMI1 RNF112 RNLS ROCK1 ROCK2 ROMO1 RORA RORB RORC RPE65 RPL13A RPL23 RPL27 RPS3 RPS6KA2 RPS6KA3 RPS6KB1 RPTOR RRAGA RRAGB RRAGC RRAGD RUNX2 RUVBL2 RWDD1 RXRA RXRB RXRG RYR1 RYR2 RYR3 S100A14 S100A16 S100A7 S100A8 S100A9 SARM1 SASH1 SBNO2 SCAP SCARB1 SCD SCGB1A1 SCIMP SCN11A SCN5A SCNN1A SCNN1B SCNN1D SCNN1G SDC1 SDF4 SDK1 SEC31A SELE SELENOS SELENOT SELP SERPINA12 SERPINE1 SERPINF1 SESN1 SESN2 SESN3 SETD7 SETX SFRP1 SGCB SGK1 SH2B2 SH3BP4 SH3RF1 SHC1 SHH SHMT1 SHOC2 SHPK SIDT2 SIGIRR SIK2 SIN3A SIPA1 SIRPA SIRT1 SIRT2 SIX1 SLC10A1 SLC10A3 SLC11A1 SLC12A2 SLC12A3 SLC12A6 SLC12A7 SLC13A2 SLC13A5 SLC1A1 SLC1A2 SLC1A3 SLC22A12 SLC23A2 SLC24A4 SLC25A12 SLC25A13 SLC25A23 SLC25A24 SLC25A33 SLC26A3 SLC26A5 SLC26A6 SLC27A1 SLC27A4 SLC29A1 SLC2A1 SLC2A2 SLC2A4 SLC2A5 SLC2A8 SLC30A10 SLC30A8 SLC34A1 SLC38A2 SLC38A9 SLC39A14 SLC39A9 SLC5A5 SLC6A1 SLC6A3 SLC6A4 SLC7A5 SLC9A1 SLC9B2 SLIT2 SLIT3 SLPI SLURP2 SMAD2 SMAD4 SMAD6 SMARCA4 SMARCB1 SMARCC1 SMARCD1 SMO SMPD1 SMPD3 SMYD3 SNAI2 SNCA SNW1 SNX5 SNX6 SOCS1 SOCS2 SOCS3 SOD1 SOD2 SOD3 SOGA1 SORBS1 SORL1 SORT1 SOS1 SOS2 SOX10 SOX4 SOX9 SP1 SP7 SPAAR SPHK1 SPHK2 SPI1 SPIDR SPINK1 SPON2 SPP1 SQSTM1 SRC SRD5A1 SRD5A2 SREBF1 SRF SRI SRR SRSF4 SRSF6 SSH1 SST SSTR1 SSTR2 SSTR3 ST6GAL1 ST8SIA2 STAMBPL1 STAP1 STAT1 STAT2 STAT3 STAT4 STAT5A STAT5B STAT6 STC1 STC2 STIM1 STK11 STK24 STK25 STK26 STK39 STRA8 STRN3 STX4 STXBP1 STXBP3 STXBP4 SUCNR1 SULT1A3 SULT1A4 SYAP1 SYBU SYT1 SYT10 SYT11 SYT12 SYT13 SYT15 SYT17 SYT2 SYT3 SYT4 SYT5 SYT6 SYT7 SYT8 SYT9 TAB2 TACR1 TACR3 TAF1 TAF9 TAT TBC1D4 TBX1 TBX2 TBXA2R TBXAS1 TCF12 TCF7L2 TDO2 TEAD2 TEK TESC TFAP4 TFF1 TFRC TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 TGM2 TH THBD THBS1 TIAM1 TICAM1 TICAM2 TIE1 TIFAB TIMELESS TIMP1 TIRAP TLR2 TLR4 TLR6 TLR7 TLR9 TMBIM6 TMEM161A TMIGD1 TNC TNF TNFAIP3 TNFRSF11A TNFRSF1B TNFSF10 TNFSF4 TNIP1 TNIP2 TNIP3 TNNT2 TNS2 TOMM20 TOMM70 TOP2B TP53 TP53INP1 TPCN2 TPM1 TRA2B TRAF2 TRAF6 TRAP1 TRARG1 TREM2 TRERF1 TREX1 TRIB1 TRIB3 TRIM16 TRIM24 TRIM25 TRIM41 TRIM5 TRIM6 TRIM72 TRIML2 TRPA1 TRPC1 TRPC3 TRPM2 TRPM4 TRPV1 TRPV4 TRPV6 TSC1 TSC2 TSHB TSHR TSPO TTN TUBA1A TUFM TUNAR TWF2 TWIST2 TWNK TXN TXN2 TXNIP TXNRD2 TYK2 TYMS TYR UBE3A UBR1 UBR2 UBTF UCN UCN3 UCP1 UCP2 UCP3 UFL1 UGT1A1 UGT3A2 UMOD UMODL1 UNC13B UPF1 UPRT USF1 USO1 USP46 USP8 VAMP2 VCAM1 VCP VDR VGF VHL VIM VPS13C VPS35 VPS54 VSNL1 VWA2 WBP2 WDR83 WDTC1 WNT1 WNT10B WNT11 WNT2 WNT3 WNT3A WNT5A WNT5B WNT6 WNT7A WNT7B WNT8A WNT8B WNT9A WNT9B WT1 XBP1 XRCC1 XRCC5 XRN1 YAP1 YES1 YWHAG ZBED3 ZBED6 ZBTB20 ZBTB7B ZC3H12A ZDHHC7 ZEB1 ZFAND1 ZFP36 ZFP36L1 ZNF106 ZNF16 ZNF212 ZNF236 ZNF277 ZNF35 ZNF580 ZNF592 ZNF703 GOBP_RESPONSE_TO_OXYGEN_GLUCOSE_DEPRIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_OXYGEN_GLUCOSE_DEPRIVATION AIFM1 AQP3 ATF4 BNIP2 BNIP3 CBL CYSLTR1 MAP3K7 NONO NPPC PARP2 SOX2 TSC1 ZEB2 GOBP_RESPONSE_TO_OXYGEN_LEVELS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_OXYGEN_LEVELS ABAT ACAA2 ACE ACVRL1 ADA ADAM15 ADAM17 ADAM8 ADIPOQ ADM ADO ADORA1 ADSL AGER AGTRAP AIFM1 AJUBA AK4 AKT1 ALAD ALAS2 ALKBH5 ANG ANGPT2 ANGPT4 ANGPTL4 APAF1 AQP1 AQP3 ARNT ARNT2 ASCL2 ATF2 ATF4 ATG7 ATM ATP6AP1 ATP6V0A2 ATP6V0D1 ATP6V1A ATP6V1G1 ATP7A BAD BCL2 BECN1 BIRC2 BMP2 BMP7 BNIP2 BNIP3 BNIP3L BRIP1 CA9 CAPN2 CASP3 CASP9 CASR CAT CAV1 CAV3 CBFA2T3 CBL CBS CCDC115 CCNA2 CD24 CD38 CDKN1A CDKN1B CFLAR CHCHD2 CHRNA4 CHRNA7 CHRNB2 CIAO3 CITED2 CLCA1 CLDN3 COL1A1 CPEB1 CPEB2 CPEB4 CREBBP CRYAB CXCL12 CXCR4 CYB5R4 CYBB CYGB CYP1A1 CYSLTR1 DDAH1 DDIT4 DDR2 DIO3 DNMT3A DPP4 DRD2 EDN1 EDNRA EEF2K EGLN1 EGLN2 EGLN3 EGR1 ENO1 ENSG00000274276 EP300 EPAS1 EPHA4 EPO ERCC2 ERCC3 ERO1A F7 FABP1 FAM162A FAS FGFR2 FMN2 FOS FOSL2 FOXO1 FUNDC1 FZD4 GATA6 GNGT1 GUCY1A1 GUCY1A2 GUCY1B1 HDAC2 HIF1A HIF3A HILPDA HIPK2 HK2 HMOX1 HMOX2 HP1BP3 HSD11B2 HSF1 HSP90B1 HSPG2 HYOU1 IL1A IRAK1 ITGA2 ITPR1 ITPR2 KCNA5 KCND2 KCNJ11 KCNJ8 KCNK2 KCNK3 KCNMA1 KCNMB1 LEP LIF LIMD1 LMNA LONP1 LOXL2 LPAR1 LTA MALAT1 MAP3K7 MB MDM2 MDM4 MECP2 MGARP MIEF1 MIR106B MIR126 MIR140 MIR145 MIR146A MIR17 MIR20A MIR21 MIR210 MIR214 MIR34A MIR448 MIR762 MLST8 MMP14 MMP2 MPL MT-ATP6 MT-ND4 MT-ND5 MT3 MTHFR MTOR MYB MYC MYOCD MYOD1 NDNF NDP NDRG1 NDUFS2 NF1 NFE2L2 NGB NKX3-1 NOL3 NONO NOP53 NOS1 NOS2 NOTCH1 NOX1 NPEPPS NPPC NR4A2 OPRD1 OXTR P2RX2 P2RX3 P4HB PARP2 PCK1 PDK1 PDK3 PDLIM1 PDPN PENK PGF PGK1 PHB2 PICK1 PIK3CB PIN1 PINK1 PKLR PLAT PLAU PLEKHN1 PLK3 PLOD1 PLOD2 PMAIP1 PML POLB POSTN POU4F2 PPARA PPARD PPARG PRKAA1 PRKCE PSEN2 PTGIS PTGS2 PTK2B RAD21 RBPJ REST RGCC ROCK2 RORA RPTOR RWDD3 RYR1 RYR2 SCAP SCFD1 SCN2A SDHD SFRP1 SIRT1 SIRT2 SIRT4 SLC11A2 SLC1A1 SLC29A1 SLC2A1 SLC2A4 SLC2A8 SLC39A12 SLC6A4 SLC7A5 SLC8A3 SLC9A1 SMAD3 SMAD4 SOD2 SOD3 SOX2 SOX4 SRC SRF STC1 STC2 STOX1 STUB1 SUV39H1 SUV39H2 TBL2 TEK TERC TERT TFRC TGFB1 TGFB2 TGFB3 TGFBR3 TH THBS1 TIGAR TLR2 TM9SF4 TMBIM6 TMEM199 TNF TP53 TREM2 TRPV4 TSC1 TWIST1 TXN2 TXNRD2 UBQLN1 UCN3 UCP2 UCP3 USF1 USP19 VASN VCAM1 VEGFA VEGFB VEGFC VEGFD VHL WDR83 WTIP XRCC1 ZEB2 ZFP36L1 GOBP_RESPONSE_TO_OXYGEN_RADICAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_OXYGEN_RADICAL ADPRS APOA4 ATP7A BMP7 CCS CD36 DHFR DHFRP1 ERCC6 FANCC FBLN5 GCH1 GLRX2 H19 MIR21 MIR675 MPO MT3 NFE2L2 NOS3 NQO1 PRDX1 PRDX2 SOD1 SOD2 SOD3 TXNRD2 UCP2 UCP3 GOBP_RESPONSE_TO_OZONE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_OZONE CAT EDN1 IL1A SCGB1A1 TACR1 GOBP_RESPONSE_TO_PAIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_PAIN ADAM11 AKT1 AQP9 ATAT1 CALCA CAPN2 DBH EDNRB GCH1 GJA4 LPAR5 MTOR NMUR2 NTRK1 P2RX2 P2RX3 P2RX4 PIRT PRKCG RELN RET SCN11A SCN3A SCN9A SLC6A2 TAC1 TACR1 THBS1 THBS4 TRPA1 TRPV1 TSPO UCN VWA1 GOBP_RESPONSE_TO_PARATHYROID_HORMONE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_PARATHYROID_HORMONE CITED1 FGF23 FOS HDAC6 ITGA2 KAT2B MEF2C PHEX PRKACA PTH SLC34A1 SOST WNT10B GOBP_RESPONSE_TO_PEPTIDE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_PEPTIDE AANAT ABCC1 ABCC8 ACTN2 ACVR1C ADCY6 ADCY8 ADIPOQ ADIPOR1 ADM ADRB2 AGER AGRP AGT AGTR1 AGTR2 AGTRAP AHCYL1 AHSG AKT1 AKT2 ALPL ANO1 ANXA1 AP3S1 APP APPL1 APPL2 AREG ARHGEF2 ARID1B ASS1 ATP1A3 ATP2B1 BACE1 BAIAP2 BCAR1 BCAR3 BCL2L2 BGLAP BMP7 BRAF BRIP1 BSG BTG2 C1QTNF12 C2CD5 CA2 CACNA1A CACNA1B CACNA2D1 CACNB1 CAD CALCR CAMK2A CAPN10 CARD9 CASP4 CASR CAT CAV1 CAV2 CCNA2 CD36 CD40 CDC6 CDK5 CDKN1B CDO1 CEACAM1 CELA2A CFLAR CHMP5 CHRNA7 CHUK CITED1 COL1A1 COL3A1 CPEB1 CPEB2 CPS1 CREB1 CRHBP CRHR1 CRHR2 CRK CRY1 CRY2 CSH1 CSH2 CSHL1 CSK CSRP3 CTSD CTSK CXCL12 CYBB CYC1 CYFIP1 CYP11A1 CYP11B1 CYP11B2 CYP1B1 DAG1 DDR2 DDX11 DENND4C DNAI1 ECHDC3 EDN1 EDNRA EDNRB EEF2K EGR1 EGR2 EIF2B1 EIF2B2 EIF2B3 EIF2B4 EIF2B5 EIF4EBP2 EIF6 ENPP1 EPHA4 EPHB2 EPM2AIP1 EPRS1 ERBIN EREG ERFE F7 FBN1 FBP1 FCGR2B FER FFAR3 FGF21 FOS FOSL2 FOXC2 FOXO1 FOXO4 FPR2 FUT7 FYN GAB1 GAL GALP GCG GCGR GCK GCLC GCNT1 GDF15 GFER GH1 GH2 GHR GHRHR GHRL GHSR GIP GJA1 GJB2 GKAP1 GLP1R GLP2R GNAI1 GNAI2 GNRHR GNRHR2 GOT1 GPER1 GPLD1 GPR173 GPR21 GPT GPT2 GRB10 GRB14 GRB2 GRB7 GRIA1 GRIN1 GRIN2A GRM5 GSK3A GSK3B HADH HADHA HDAC5 HDAC9 HMGCS2 HRAS HSD11B2 HSF1 ICAM1 IDE IGF1 IGF1R IGF2 IGFBP1 IGFBP5 IL10 IL1B INAVA INHBA INHBB INPP5K INPPL1 INS INSIG1 INSIG2 INSR INSRR IRF5 IRS1 IRS2 IRS4 ITGA4 ITGB3 JAG1 JAK1 JAK2 JAK3 KANK1 KAT2B KAT7 KBTBD2 KCNJ8 KCNQ1 KHK KL KLF1 KLF11 KLF15 KLF2 KLF3 LDOC1 LEP LEPROT LEPROTL1 LGMN LHCGR LONP1 LPIN1 LPIN2 LPIN3 LRP1 LRP5 LRP6 LTA4H LYN MAP1B MAP3K7 MAPK1 MAPK14 MAPK3 MAS1 MAS1L MAX MBD5 MC4R MDM2 MEAK7 MGARP MIR103A1 MIR106B MIR107 MIR1271 MIR140 MIR143 MIR145 MIR146A MIR15B MIR195 MIR200A MIR200C MIR379 MIR98 MIRLET7F1 MMP12 MMP13 MMP2 MMP3 MMP9 MSTN MTOR MYO1C MYO5A MZB1 NAGK NAMPT NCK1 NCL NCOA1 NCOA2 NCOA5 NDEL1 NEFL NFE2L2 NFKB1 NFKBIA NGFR NKX6-1 NLRP1 NOD1 NOD2 NONO NOTCH1 NPR2 NR1H4 NR4A1 NR4A2 NR4A3 NR5A1 NTRK1 NUCKS1 NUDC OGT OPRK1 OSBPL8 OTC OTOP1 OXTR PARP1 PAX6 PCK1 PCK2 PCSK1 PCSK9 PDE3B PDK2 PDK4 PDPK1 PFKFB1 PHEX PHIP PID1 PIK3C2A PIK3CA PIK3R1 PIK3R2 PIK3R3 PIP4K2A PIP4K2B PIP4K2C PKLR PKM PLA2G1B PLCB1 PNPLA3 PNPT1 POMC POU4F2 PPARA PPARG PPP1R9B PPP3CA PRKAA1 PRKACA PRKAR1A PRKCA PRKCB PRKCD PRKCI PRKCQ PRKCZ PRKD1 PRKDC PRLH PRNP PSEN1 PTGS2 PTK2 PTPN1 PTPN11 PTPN2 PTPN22 PTPRA PTPRE PXN RAB10 RAB13 RAB31 RAB8A RAF1 RAMP3 RANGAP1 RAP1GDS1 RARRES2 RB1 RBM4 REG1A REG1B REG3A REG3G RELA RETN RHOQ RIPK2 ROCK1 ROCK2 RPE65 RPL23 RPS6KB1 SCAP SCNN1A SCNN1B SCNN1D SCNN1G SELENOS SERPINA12 SERPINF1 SESN2 SESN3 SGCB SH2B2 SHC1 SHOC2 SIK2 SIRT1 SLC22A12 SLC24A4 SLC25A33 SLC27A1 SLC27A4 SLC2A1 SLC2A4 SLC2A8 SLC30A10 SLC34A1 SLC39A14 SLC9A1 SMARCC1 SMPD3 SNX5 SNX6 SOCS1 SOCS2 SOCS3 SOGA1 SORBS1 SORL1 SORT1 SOS1 SOS2 SP1 SP7 SPINK1 SRC SRD5A1 SRD5A2 SREBF1 SRSF4 SRSF6 STAT1 STAT2 STAT3 STAT4 STAT5A STAT5B STAT6 STC2 STK11 STXBP3 STXBP4 SYAP1 TBC1D4 TCF12 TEK TFF1 TGFBR3 TH TIMELESS TIMP1 TLR2 TLR4 TLR6 TNF TNFAIP3 TNFRSF11A TNFSF10 TNS2 TP53 TRARG1 TREM2 TRIB3 TRIM16 TRIM24 TRIM41 TRIM72 TRPV1 TRPV4 TSC1 TSC2 TSHR TWIST2 TYK2 UCP2 UCP3 UMODL1 UPRT USF1 USO1 VAMP2 VCAM1 VGF VIM VPS13C VWA2 WDTC1 WNT1 XBP1 YWHAG ZBED3 ZBTB7B ZDHHC7 ZFP36L1 ZNF106 ZNF592 GOBP_RESPONSE_TO_PEPTIDE_HORMONE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_PEPTIDE_HORMONE AANAT ABCC8 ACTN2 ACVR1C ADCY6 ADCY8 ADIPOQ ADIPOR1 ADM AGRP AGT AGTR1 AGTR2 AGTRAP AHCYL1 AHSG AKT1 AKT2 ALPL ANXA1 AP3S1 APPL1 APPL2 AREG ARID1B ASS1 ATP2B1 BAIAP2 BCAR1 BCAR3 BGLAP BMP7 BRAF BRIP1 BSG BTG2 C1QTNF12 C2CD5 CA2 CAD CAMK2A CAPN10 CAT CAV1 CAV2 CCNA2 CDC6 CDKN1B CDO1 CEACAM1 CELA2A CFLAR CHUK CITED1 COL1A1 COL3A1 CPEB1 CPEB2 CPS1 CREB1 CRHBP CRHR1 CRHR2 CRK CRY1 CRY2 CSH1 CSH2 CSHL1 CSK CSRP3 CTSD CTSK CXCL12 CYBB CYC1 CYFIP1 CYP11A1 CYP11B1 CYP11B2 CYP1B1 DAG1 DDR2 DENND4C DNAI1 ECHDC3 EDN1 EDNRA EDNRB EEF2K EGR1 EGR2 EIF2B1 EIF2B2 EIF2B3 EIF2B4 EIF2B5 EIF4EBP2 EIF6 ENPP1 EPM2AIP1 EPRS1 EREG ERFE F7 FBN1 FBP1 FER FFAR3 FGF21 FOS FOXC2 FOXO1 FOXO4 FUT7 GAB1 GAL GALP GCG GCGR GCK GCLC GCNT1 GDF15 GH1 GH2 GHR GHRHR GHRL GHSR GIP GJB2 GKAP1 GLP1R GLP2R GNAI1 GNAI2 GNRHR GNRHR2 GOT1 GPER1 GPLD1 GPR173 GPR21 GPT GPT2 GRB10 GRB14 GRB2 GRB7 GRIA1 GSK3A GSK3B HADH HADHA HDAC5 HDAC9 HMGCS2 HRAS HSD11B2 HSF1 IDE IGF1R IGF2 IGFBP1 IGFBP5 IL10 IL1B INHBA INHBB INPP5K INPPL1 INS INSIG1 INSIG2 INSR INSRR IRS1 IRS2 IRS4 ITGB3 JAK1 JAK2 JAK3 KANK1 KAT2B KBTBD2 KCNJ8 KCNQ1 KHK KL KLF15 LEP LEPROT LEPROTL1 LHCGR LONP1 LPIN1 LPIN2 LPIN3 LRP5 LRP6 LTA4H LYN MAP1B MAP3K7 MAPK1 MAPK14 MAPK3 MAS1 MAS1L MAX MBD5 MC4R MDM2 MEAK7 MGARP MIR103A1 MIR107 MIR1271 MIR143 MIR145 MIR15B MIR195 MIR379 MSTN MTOR MYO1C MYO5A MZB1 NAMPT NCK1 NCL NCOA1 NCOA2 NCOA5 NDEL1 NEFL NFE2L2 NFKB1 NKX6-1 NONO NPR2 NR1H4 NR4A1 NR4A2 NR4A3 NR5A1 NUCKS1 NUDC OGT OPRK1 OSBPL8 OTC OTOP1 OXTR PARP1 PAX6 PCK1 PCK2 PCSK1 PCSK9 PDE3B PDK2 PDK4 PDPK1 PFKFB1 PHEX PHIP PID1 PIK3C2A PIK3CA PIK3R1 PIK3R2 PIK3R3 PIP4K2A PIP4K2B PIP4K2C PKLR PKM PLA2G1B PLCB1 PNPLA3 PNPT1 POMC POU4F2 PPARA PPARG PPP3CA PRKAA1 PRKACA PRKAR1A PRKCA PRKCB PRKCD PRKCI PRKCQ PRKCZ PRKD1 PRKDC PRLH PTGS2 PTK2 PTPN1 PTPN11 PTPN2 PTPRA PTPRE PXN RAB10 RAB13 RAB31 RAB8A RAF1 RANGAP1 RAP1GDS1 RARRES2 RB1 RBM4 REG1A REG1B REG3A REG3G RELA RETN RHOQ ROCK1 ROCK2 RPE65 RPS6KB1 SCAP SCNN1A SCNN1B SCNN1D SCNN1G SELENOS SERPINA12 SESN2 SESN3 SGCB SH2B2 SHC1 SHOC2 SIK2 SIRT1 SLC22A12 SLC24A4 SLC25A33 SLC27A1 SLC27A4 SLC2A1 SLC2A4 SLC2A8 SLC30A10 SLC34A1 SLC39A14 SLC9A1 SMARCC1 SNX5 SOCS1 SOCS2 SOCS3 SOGA1 SORBS1 SORL1 SORT1 SOS1 SOS2 SP1 SP7 SPINK1 SRC SRD5A1 SRD5A2 SREBF1 SRSF4 SRSF6 STAT1 STAT2 STAT3 STAT4 STAT5A STAT5B STAT6 STC2 STK11 STXBP3 STXBP4 SYAP1 TBC1D4 TCF12 TEK TFF1 TGFBR3 TH TIMP1 TLR2 TNFRSF11A TNFSF10 TNS2 TRARG1 TRIB3 TRIM16 TRIM24 TRIM72 TRPV1 TRPV4 TSC1 TSC2 TSHR TWIST2 TYK2 UCP2 UCP3 UMODL1 UPRT USF1 USO1 VAMP2 VGF VPS13C VWA2 WDTC1 WNT1 XBP1 YWHAG ZBED3 ZBTB7B ZDHHC7 ZFP36L1 ZNF106 ZNF592 GOBP_RESPONSE_TO_PEPTIDOGLYCAN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_PEPTIDOGLYCAN C5AR1 CAMP CARD9 DEFB124 IL6 INAVA IRAK3 IRF5 MYD88 NOD2 RELA RIPK2 TREM2 GOBP_RESPONSE_TO_PH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_PH ABCC8 ACER1 AQP10 ARSB ASIC1 ASIC2 ASIC3 CHP1 CTSS GBA1 GIP GNA11 GPLD1 GPR151 GPR31 GPR4 GPR65 GPR68 HVCN1 HYAL1 INSRR KCNE1 KCNK18 KCNK4 LGMN MCOLN1 NOX1 PCK1 PKD1L3 PKD2L1 RAB11B RAB11FIP5 SCNN1A SCNN1B SCNN1D SCNN1G SERPINF1 SLC38A3 SLC9A1 SRC SST TRPV1 GOBP_RESPONSE_TO_PHEROMONE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_PHEROMONE GNG8 GPR180 TMEM145 VN1R1 VN1R17P VN1R2 VN1R3 VN1R4 VN1R5 GOBP_RESPONSE_TO_PHORBOL_13_ACETATE_12_MYRISTATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_PHORBOL_13_ACETATE_12_MYRISTATE ADAM15 CDK4 DEFB104A DEFB104B FBP1 FOS MAP4K1 PCK1 PRKD1 SPHK2 GOBP_RESPONSE_TO_PLATELET_DERIVED_GROWTH_FACTOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_PLATELET_DERIVED_GROWTH_FACTOR ATP7A CBL CCNA2 CORO1B DDIT3 FER FYN HAS1 HAS2 HDAC1 HYAL1 IQGAP1 ITGB3 MARS1 MIR1298 MIR4632 MTSS2 PDGFB PDGFD PDGFRB RDX SRC SYAP1 TLR4 YES1 GOBP_RESPONSE_TO_POTASSIUM_ION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_POTASSIUM_ION ADAMTS13 CACNA1H CRHBP CYP11B1 CYP11B2 DLG2 DLG4 HSF1 KCNC1 KCNJ10 KMT2A MECP2 NEK7 NPTX1 SLC12A2 SLC26A5 SLC34A1 STK39 GOBP_RESPONSE_TO_PROGESTERONE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_PROGESTERONE ABHD2 ACOD1 CAV1 CD38 CLDN4 CSN1S1 CYP1B1 DSG1 DSG2 FOS FOSB FOSL1 GABRB1 GJB2 GPI IGF1R NCOA1 NCOA2 NKX2-2 NR1H3 OXTR PTGER2 RELA SOX10 SRC SREBF1 TACR1 TGFB1 TGFB2 TGFB3 THBS1 TLR2 TRERF1 TSPO TXNIP TYMS UBE3A VPS54 WBP2 YAP1 GOBP_RESPONSE_TO_PROSTAGLANDIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_PROSTAGLANDIN A2M AANAT ACACA ADCY6 AKAP8 AKR1C2 AKR1C3 AKT1 CCL19 CCL21 CCR7 EDN1 GNB1 GNG2 HMGCS2 P2RY4 P2RY6 PAX6 PPP1R9B PRKAA1 PRKAA2 PRKCE PTGDR PTGER2 PTGER4 PTGFR SCN11A SFRP1 TGFBR3 TNC TNFSF4 YY1 GOBP_RESPONSE_TO_PROSTAGLANDIN_D https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_PROSTAGLANDIN_D AKR1C2 AKR1C3 PTGDR PTGFR TNC GOBP_RESPONSE_TO_PROSTAGLANDIN_E https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_PROSTAGLANDIN_E A2M AANAT ACACA ADCY6 AKAP8 AKT1 CCL19 CCL21 CCR7 GNB1 GNG2 P2RY4 P2RY6 PAX6 PPP1R9B PRKAA1 PRKAA2 PRKCE PTGER2 PTGER4 SCN11A SFRP1 TGFBR3 TNFSF4 GOBP_RESPONSE_TO_PROTOZOAN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_PROTOZOAN ARG1 BATF BATF2 BCL3 BPGM CCDC88B CD40 CLEC7A DEFA1 DEFA1B GBP1 GBP2 GBP4 GBP6 GBP7 HRAS IER3 IL10 IL12B IL4R IRF4 IRF8 LYST MIRLET7I MYD88 NKG7 PF4 SLC11A1 SPN TSPAN32 VTCN1 GOBP_RESPONSE_TO_PURINE_CONTAINING_COMPOUND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_PURINE_CONTAINING_COMPOUND AANAT ABCC9 ADA ADIPOQ ADORA1 ADORA2A ADSS2 AHR AKAP6 AKAP9 AQP1 AQP8 AQP9 AREG ASS1 ATF1 BCKDHB BIRC2 BRAF BSG CACNA1S CAD CARM1 CASQ2 CDO1 CFTR CHEK1 CIB2 CITED1 CNGA3 COL1A1 CPS1 CREB1 CRHBP CYP1B1 DGKQ DMTN DNTT DUOX1 DUOX2 EEF2K ENPP1 EZR FBP1 FDX1 FOS FOSB FOSL1 GATA1 GATA6 GPD1 GSTM2 GUCD1 HCN1 HCN2 HCN3 HCN4 HDAC2 HMGCS2 HSP90B1 IGFBP5 IL1B INHBB INPP5K ITPR2 KCNE1 KCNJ11 KCNJ8 KCNQ1 KDM1A NDUFS4 NPR2 NT5E P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX6 P2RX7 P2RY1 P2RY11 P2RY12 P2RY2 P2RY4 P2RY6 PANX1 PCK1 PDE2A PDE3A PDXP PENK PER1 PFKFB1 PIK3CG PKD2 PKLR PNPT1 PRKAA1 PTAFR PTGS2 PTK2B RAP1A RAP1B RAP1BL RAPGEF1 RAPGEF2 RAPGEF3 RELA REN RYR1 RYR2 RYR3 SDC1 SELENON SLC26A3 SLC26A6 SLC5A5 SLC6A1 SLC6A3 SLC6A4 SLC8A1 SRD5A1 SREBF1 SSH1 STAT1 STC1 TAF1 TEK THBD TLR7 TMEM38A TMEM38B TOP2B TRPC3 TRPM2 TRPM4 TRPV1 TYR VGF WNT10B WT1 XRN1 ZFP36L1 GOBP_RESPONSE_TO_RADIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_RADIATION AANAT ABCA4 ABCA7 ABCC8 ABCG5 ABRAXAS1 ACTR5 ADAM2 AEN AGRP AIPL1 AKT1 AKT2 ALAD ANXA1 APOBEC1 APP AQP1 ASIC2 ATF4 ATM ATOH7 ATP1A2 ATP8A2 ATR AURKB B3GAT1 B4GALT2 BABAM1 BABAM2 BAK1 BARD1 BAX BCL2 BCL2L1 BCL3 BEST1 BHLHE40 BLM BMF BRAF BRAT1 BRCA1 BRCA2 BRCC3 BRSK1 CABP4 CACNA1F CACNA2D4 CACNB4 CAMKMT CASP3 CASP7 CASP9 CAT CBL CCAR2 CCDC66 CCL11 CCND1 CCND2 CDC25A CDK5 CDKN1A CDKN2D CDS1 CEP250 CERS1 CHEK2 CHRNB2 CIRBP CLK2 CLOCK CNGB1 COL3A1 COP1 COPS3 COPS9 CPT1B CRB1 CREBBP CRIP1 CRTC1 CRY1 CRY2 CRYAB CTNS CUL4A CUL4B CXCL10 CYP2R1 DBH DCLRE1C DCT DCUN1D3 DDB1 DDB2 DDHD2 DHX36 DNMT3A DRD1 DRD2 DRD3 DTL DYNLRB1 ECT2 EEF1D EGFR EGR1 EIF2AK4 EIF2S1 ELANE ELK1 ELOVL4 ENSG00000290147 EP300 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 EXT1 EYA1 EYA3 EYS FANCD2 FANCG FBXL17 FBXL21P FBXL3 FBXO4 FECH FEN1 FIGNL1 FKBPL FOS FOXB1 GADD45A GATA3 GJA10 GNA11 GNAQ GNAT1 GNAT2 GNB5 GNGT1 GNGT2 GPR52 GPR88 GPX1 GRB2 GRIN1 GRIN2A GRK1 GRK4 GRK7 GRM6 GTF2H2 GTF2H5 GUCA1A GUCY2D GUCY2F H2AC25 H2AX HIF1A HMGCR HMGN1 HOXA1 HRAS HRH1 HSF1 HUS1 HYAL1 HYAL2 HYAL3 ID2 IFI16 IFT20 IKBIP IL12A IL12B IL1A INIP INO80 INTS3 INTS7 ITGB1 ITGB6 IVL KARS1 KAT5 KCNC1 KCNC2 KCNE1 KDM1A KDM4D KIT KMT2A KRAS LARGE1 LIG4 LRRN4 MAP2K7 MAP3K20 MAP3K4 MAP4K3 MAPK10 MAPK11 MAPK13 MAPK14 MAPK8 MC1R MDM2 MECP2 MEIS2 MEN1 METTL3 MFAP4 MIR21 MME MMP1 MMP2 MMP3 MMP9 MRNIP MSH2 MSH6 MT-ND3 MTA1 MYC MYO15A N4BP1 NABP1 NABP2 NDRG4 NEDD4 NET1 NETO1 NF1 NFATC4 NHEJ1 NIPBL NLRP1 NMT1 NMT2 NOC2L NOG NPHP1 NPHP4 NPM1 NPS NR2E3 NR2F6 NSMCE3 NUCKS1 OGG1 OPN1LW OPN1MW OPN1MW2 OPN1MW3 OPN1SW OPN3 OPN4 OPN5 PARP1 PAXIP1 PBK PCLAF PCNA PDC PDE1B PDE6B PDE6C PDE8B PER1 PER2 PER3 PIAS1 PIERCE1 PIK3R1 PITPNM1 PLEKHB1 PLK3 PML PNKP POLA1 POLB POLD1 POLD3 POLH POLK PPID PPM1D PPP1CA PPP1CB PPP1CC PPP1R1B PRAP1 PRIMPOL PRKAA1 PRKCD PRKDC PRPH2 PTPRC PTPRK RAD1 RAD51 RAD51AP1 RAD54B RAD54L RAD9A RAD9B RAG1 RBM4 RBM4B RBX1 RCVRN RDH11 RDH13 REEP6 RELA REV1 RFWD3 RGR RGS14 RGS9 RGS9BP RHBDD1 RHNO1 RHO RHOB RIC8A RNF168 RNF8 RO60 ROM1 RP1 RPE65 RPL26 RRH RRM1 RS1 RUVBL2 SAG SCARA3 SCN11A SDE2 SDF4 SEMA5B SERPINB13 SFRP1 SFRP2 SIK1 SIRT1 SIRT6 SLC1A2 SLC1A3 SLC24A1 SLC24A4 SLC4A10 SLC7A11 SMC1A SMPD1 SNAI2 SOD2 SPIDR SPRTN ST20 STK11 SWI5 SYNE1 SYNGAP1 TAF1 TAFA2 TANC1 TANK TH THBD TICRR TIGAR TIMP1 TIPIN TLK2 TMEM109 TMEM161A TNKS1BP1 TOPBP1 TP53 TP53BP1 TP53I13 TP53INP1 TREX1 TRIAP1 TRIM32 TRPC3 TRPM1 TSPYL5 TTC36 TUBA1A TULP1 TXN TYR UBE2A UBE2B UBE4B UIMC1 UNC119 USF1 USP1 USP2 USP28 USP47 UVSSA VCAM1 WRN XPA XPC XRCC2 XRCC4 XRCC5 XRCC6 XRRA1 YAP1 YY1 ZBTB1 ZMPSTE24 ZRANB3 GOBP_RESPONSE_TO_RAPAMYCIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_RAPAMYCIN FOXP3 GOLPH3 HNRNPD LARP1 LIPA GOBP_RESPONSE_TO_REACTIVE_OXYGEN_SPECIES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_REACTIVE_OXYGEN_SPECIES ABL1 ADAM9 ADCYAP1R1 ADPRS AGAP3 AIFM1 AKT1 ANKZF1 ANXA1 APOA4 APOD APOE AQP1 AREG ATM ATP7A AXL BAK1 BCL2 BECN1 BMP7 BNIP3 BTK C12orf29 CAMKK2 CAPN2 CASP3 CAT CBX8 CCS CD36 CDK1 CHUK COA8 COL1A1 CRK CRYAB CRYGD CYP1B1 DDR2 DHFR DHFRP1 ECT2 EDN1 EGFR ERCC6 ERCC6L2 ERN1 EZH2 FABP1 FANCC FBLN5 FER FKBP1B FOS FOSL1 FOXP1 FXN FYN GCH1 GLRX2 GPR37 GPR37L1 GPX1 GSTP1 H19 HBA1 HBA2 HBB HDAC2 HDAC6 HGF HIF1A HMOX1 HP HSF1 HYAL1 HYAL2 IL18BP IL18RAP IL1A IL6 JUN KCNA5 KDM6B KLF2 LRRK2 MAP1LC3A MAP2K4 MAP3K5 MAPK1 MAPK13 MAPK3 MAPK7 MAPK8 MAPK9 MAPT MDM2 MET MIR103A1 MIR107 MIR133A1 MIR17 MIR21 MIR34A MIR675 MIR92A1 MIRLET7B MMP2 MMP3 MMP9 MPO MPV17 MPV17L MPV17L2 MT-ND5 MT-ND6 MT3 MYB NCF1 NET1 NFE2L2 NME8 NOS3 NQO1 NUDT15 OSER1 PARK7 PAWR PAX2 PCGF2 PCNA PDCD10 PDGFD PDGFRA PDK2 PEX10 PEX12 PEX13 PEX14 PEX2 PEX5 PINK1 PJVK PKD2 PLEKHA1 PLK3 PPARGC1B PPIF PPP1R15B PPP2CB PRDX1 PRDX2 PRDX3 PRDX5 PRKAA1 PRKCD PTK2B PTPRK PTPRN PXN RACK1 RELA RHOB RIPK1 RIPK3 ROMO1 RPS3 S100A7 SCGB1A1 SDC1 SESN1 SESN2 SESN3 SETX SIRPA SIRT1 SMPD3 SOD1 SOD2 SOD3 SPHK1 SQSTM1 SRC STAT1 STAT6 STK24 STK25 STK26 TACR1 TNFAIP3 TOP2B TPM1 TRAP1 TREX1 TRPA1 TRPM2 TXN TXNIP TXNRD2 UCP1 UCP2 UCP3 ZNF277 ZNF580 GOBP_RESPONSE_TO_REDOX_STATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_REDOX_STATE ADH5 ARHGDIB BMAL1 CLOCK FKBP1B GLRX2 NPAS2 RNF7 RYR2 SELENOS SIRT2 SLC7A11 SMPD3 VASN GOBP_RESPONSE_TO_RETINOIC_ACID https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_RETINOIC_ACID ABCA1 ABL2 ACER2 ALDH1A2 AQP1 AQP3 ASCL1 ASXL1 ATM BMP6 BRINP1 BRINP2 BRINP3 CD38 CDKN2D COL1A1 CREB1 CTSH CYP26A1 CYP26B1 DKK1 DNAAF2 EPHA3 FGFR2 FZD10 FZD4 FZD7 GATA6 GDAP1 GDAP2 GJB2 GJB3 GSK3B HAND2 HDAC2 HOXA2 HSD17B2 HTRA2 IGF2R IGFBP2 IGFBP7 KLF4 LEP LRAT LTK LYN MEIOSIN MICB MMP2 MYB NCOA1 NDUFA13 OSR1 OVCA2 PAX2 PCK1 PHB2 PHC1 PTCH1 PTK2B PTK6 PTK7 RARA RARG RBP4 RET RORB RXRA RXRB RXRG SERPINF1 SETX SLC10A3 SLC6A4 SNW1 SOX9 SREBF1 STRA8 TBX1 TBX2 TEAD2 TESC TFRC TIE1 TMEM161A TNC TNF TRIM16 TRIML2 TWF2 WNT10B WNT11 WNT2 WNT3 WNT3A WNT5A WNT5B WNT6 WNT7B WNT8A WNT8B WNT9A WNT9B YAP1 YES1 ZNF35 GOBP_RESPONSE_TO_SALT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_SALT AANAT ABAT ABCC6 ABCC9 ACER1 ACHE ADAM9 ADAMTS13 ADCY1 ADCY7 ADCY8 ADD1 ADGRV1 ADIPOQ AGRN AHCYL1 AIFM1 AKR1C3 ALAD ALG2 ALOX15 ALOX5AP ALPL AMELX AMIGO1 ANKH ANXA11 AOC1 AQP2 AQP3 ASPN ATG5 ATP2B4 ATP7A AVPR1A B2M BAIAP2 BCL11A BRAF CACNA1H CACNG2 CACNG4 CALM1 CALM2 CALM3 CALR CAMK2D CAPN3 CARF CASQ2 CASR CAT CAV1 CCNA2 CD36 CDH1 CDK5 CDK5R1 CDKN1B CEBPA CHP2 CHRM1 CHRM2 CHRM3 CHRM4 CHRM5 CHRNA2 CHRNA3 CHRNA7 CHRNB2 CHRND CHUK CIB2 CLDN1 CLIC4 CNR1 COL18A1 COL1A1 CPNE1 CPNE2 CPNE3 CPNE4 CPNE5 CPNE6 CPNE7 CPNE8 CPNE9 CRHBP CRKL CRLS1 CYP11B1 CYP11B2 CYP1A1 D2HGDH DAB2 DAXX DGKQ DHFR DHFRP1 DLG2 DLG4 DMTN DNMT3A DNTT DPEP1 DRD1 DRD2 DRD3 DRD4 DRD5 ECT2 EDN1 EDNRA EDNRB EEF2K EFTUD2 EGR1 EHMT2 ELAVL4 EN1 ENPP1 ENSG00000290147 ENTPD6 F7 FABP4 FADD FGA FGB FGF23 FGG FOS FOSB FYN G6PD GCLC GCLM GDI1 GHSR GIPR GLDC GNA11 GNA15 GNAI2 GNAQ GNB1 GPLD1 GRIA1 GRK2 GRM2 GSK3A GUCA1A HDAC2 HDAC5 HMGCS2 HNRNPA1 HNRNPD HOMER1 HOMER2 HPCA HRH3 HRH4 HSF1 HSP90AA1 HSP90B1 HTR1B HTR2A IGF1R IL1A IL1B IMPA2 INHBB IQGAP1 ITGA2 ITPKA ITPKB ITPKC ITPR1 ITPR3 JUNB JUND KCNB1 KCNC1 KCNH1 KCNIP2 KCNJ10 KCNJ11 KCNJ8 KCNMA1 KCNMB1 KCNMB2 KCNMB3 KCNMB4 KCNQ3 KMT2A KRT8 LARGE1 LCE1D LEP LGMN LIG4 LRP11 LY6G6D LY6H LYPD1 MAPK13 MBD1 MCOLN1 MDM2 MECP2 MEF2A MEF2C MNAT1 MRGPRX1 MT-ND6 MTHFR MTTP MYOG MYRF NCSTN NEDD4 NEFL NEK7 NEUROD2 NFATC2 NFATC4 NLGN1 NPR2 NPTX1 NT5E NTRK1 OPRK1 OPRM1 OXTR P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX6 P2RX7 P2RY1 P2RY11 P2RY12 P2RY2 P2RY4 PANX1 PCNA PCSK1 PDCD6 PDGFB PDX1 PDXP PEF1 PENK PHEX PIK3CA PITX3 PKD2 PKD2L1 PKLR PLCB1 PLCG2 PLEC PNPLA3 PPIF PPP1R1B PPP1R9B PPP2R2A PPP3CA PPP5C PRKAA1 PRKAA2 PRKCB PRKCE PRKCG PTCH1 PTGS2 PTK2B RASA4 RASA4B RASAL1 RASGRP2 RGS10 RGS4 RGS8 RNLS ROCK2 RUNX2 RYR1 RYR2 RYR3 S100A16 SCN5A SDC1 SDK1 SEC31A SHH SIPA1 SIX1 SLC12A2 SLC13A2 SLC13A5 SLC1A1 SLC1A2 SLC1A3 SLC25A12 SLC25A13 SLC25A23 SLC25A24 SLC26A5 SLC34A1 SLC6A1 SLC6A3 SLURP2 SMPD1 SOD2 SSH1 ST8SIA2 STIM1 STK39 SUCNR1 SYT1 SYT10 SYT11 SYT12 SYT13 SYT15 SYT17 SYT2 SYT3 SYT4 SYT5 SYT6 SYT7 SYT8 SYT9 TACR3 TAF1 TAF9 TGM2 THBS1 TIAM1 TLR9 TMBIM6 TNF TNNT2 TOMM20 TOMM70 TOP2B TRPC1 TRPC3 TRPM2 TRPM4 TRPV1 TRPV6 TSHB TSPO TTN TUBA1A TXNIP UFL1 UMOD VPS54 WNT5A XRN1 ZC3H12A ZNF16 GOBP_RESPONSE_TO_SALT_STRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_SALT_STRESS AKR1B1 AQP1 BAX BDKRB2 CAPN3 EFHD1 EPO FBP1 HSP90AA1 KMO LETM1 MICU1 PAPPA2 PCK1 PTK2B SLC12A6 SLC25A23 TH TNF TP53 TRPV4 XRCC5 XRCC6 ZFP36L1 GOBP_RESPONSE_TO_SELENIUM_ION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_SELENIUM_ION ALAD GIP GPX1 MAOB SELENOM SELENOV SELENOW SOD2 TXNRD2 GOBP_RESPONSE_TO_SODIUM_ARSENITE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_SODIUM_ARSENITE DAXX HNRNPA1 HSF1 MAPK13 NEFL ZC3H12A GOBP_RESPONSE_TO_SODIUM_PHOSPHATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_SODIUM_PHOSPHATE ABCC6 ALPL ANKH EDNRB FGF23 HNRNPD PHEX RUNX2 GOBP_RESPONSE_TO_SORBITOL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_SORBITOL CDT1 KAT7 MAP2K3 MAP2K4 MAP2K6 MAPK13 GOBP_RESPONSE_TO_STARVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_STARVATION ACADM ACAT1 ADM ADSL ADSS1 AKR1C3 ALB AMBRA1 AOC1 ASNS ATF2 ATF3 ATF4 ATG14 ATG5 ATG7 ATXN3 BCAS3 BCL2 BECN1 BECN2 BGLAP BHLHA15 BMPR2 BMT2 CAD CARTPT CASTOR1 CBL CDKN1A CLEC16A COMT CPEB4 CPS1 CTSK DAP DAPL1 DDIT3 DEPDC5 DNAJC15 DSC2 EHMT2 EIF2A EIF2AK1 EIF2AK2 EIF2AK3 EIF2AK4 EIF2S1 ELAPOR1 FADS1 FAS FBXO22 FLCN FNIP1 FOS FOXA3 FOXK1 FOXK2 FOXO1 FOXO3 GABARAP GABARAPL1 GABARAPL2 GABARAPL3 GALP GAS2L1 GAS6 GBA1 GCGR GCN1 GIP GLUL GNPAT GPR155 GPT GPT2 HCRT HFE HMGCS2 HNRNPA1 HSPA5 HSPA8 IFI16 IGF1R IMPACT INHBB ITFG2 JMY KAT5 KICS2 KLF10 KPTN KRT20 LAMP2 LARP1 LARS1 LRP11 LRRK2 MAP1LC3A MAP1LC3B MAP1LC3B2 MAP1LC3C MAP3K5 MAPK1 MAPK3 MAPK8 MAX MFSD2A MIOS MTMR3 MTOR MYBBP1A MYH13 MYOD1 NFE2L2 NPRL2 NPRL3 NUAK1 NUAK2 NUPR2 PAGE4 PCK1 PCK2 PCSK9 PDK4 PEX2 PFKFB1 PICK1 PIK3C2B PIK3C3 PIK3R4 PLIN2 PLIN3 PMAIP1 PPARA PPARGC1A PPM1D PRKAA1 PRKAA2 PRKD1 RALB RIPOR1 RNF152 RNF167 RPTOR RRAGA RRAGB RRAGC RRAGD RRP8 SEH1L SESN1 SESN2 SESN3 SFRP1 SH3GLB1 SIRT1 SLC2A1 SLC34A1 SLC38A2 SLC38A3 SLC39A4 SLC39A5 SLC7A5 SP1 SP7 SRD5A1 SREBF1 SREBF2 SSTR1 SSTR2 SSTR3 STK24 STK26 SUV39H1 SZT2 TBC1D5 TBC1D7 TBL2 TFEB TNFRSF11A TNRC6A TP53 TSC1 TSC2 TSSK1B TSSK2 TSSK3 TSSK6 TTC5 UCN3 UCP2 UGT1A1 ULK1 ULK2 ULK3 UPP1 USP33 VPS41 WDR24 WDR45 WDR45B WDR59 WIPI1 WIPI2 WNT2B WNT4 WNT9B WRN XBP1 XPR1 YARS1 YWHAG YWHAZ ZC3H12A ZFP36 ZFYVE1 GOBP_RESPONSE_TO_STEROID_HORMONE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_STEROID_HORMONE A2M AANAT ABCA2 ABCA3 ABHD2 ACE ACOD1 ACR ACSBG1 ACTA1 ADAM9 ADIPOQ ADM ADTRP AGL AIFM1 AKR1C3 ALAD ALPL ANXA1 ANXA3 APOA2 AQP1 AR AREG ARID1A ASS1 ATP1A1 ATP1A2 ATP1A3 ATP5F1A AVPR1A AXIN2 BCHE BCKDHB BCL2 BCL2L11 BGLAP BMAL1 BMP6 BRCA1 CAD CALCOCO1 CALCR CALR CARD9 CARM1 CASP3 CASP9 CAV1 CD38 CDKN1A CDO1 CFLAR CLDN1 CLDN4 CLOCK CNOT1 CNOT2 CNOT9 COL1A1 CPN1 CPS1 CRY1 CRY2 CSN1S1 CST11 CYBB CYP1B1 CYP7B1 DAB2 DAXX DDIT4 DDRGK1 DDX17 DDX5 DDX54 DEFA1 DEFA1B DEFA3 DNAAF4 DNAJA1 DSG1 DSG2 EDN1 EGLN2 EIF4E EP300 EPO ESR1 ESR2 ESRRA ESRRB ESRRG FAM107A FBXO32 FECH FIBIN FKBP4 FLT3 FOS FOSB FOSL1 FOSL2 FOXA1 FOXH1 FOXP1 GABRB1 GBA1 GHR GHRHR GHSR GJB2 GLB1 GNRH1 GOT1 GPER1 GPI GPR83 GSK3A HDAC1 HDAC6 HEYL HMGB2 HMGCS2 HNRNPU HSD11B2 HSD3B1 HSD3B2 HSPA1A HSPA1B HSPA8 HTR1B IDH1 IGF1R IGFBP2 IGFBP7 IL10 IL1RN IL22 IL6 INHBA ISL1 JAK2 KANK2 KDM1A KDM3A KDM4C KDM5D KLF9 KMT2D LATS1 LBH LMO3 LOX MAOB MAPK1 MDM2 MED1 METTL21C MGARP MSTN MT-ND3 MYOD1 NCOA1 NCOA2 NCOA4 NCOR1 NCOR2 NEDD4 NEFL NKX2-2 NKX3-1 NODAL NPAS4 NPC1 NR0B1 NR1D1 NR1H3 NR2C1 NR2E1 NR2E3 NR3C1 NR3C2 NR4A3 OR51E2 OXTR PADI2 PAGR1 PAK1 PAPPA PAQR7 PAQR8 PARK7 PARP1 PCK1 PCK2 PCNA PCSK1 PDCD7 PDE3A PDX1 PER1 PFKFB1 PGR PGRMC2 PHB1 PHB2 PIAS2 PIK3CA PKN1 PLPP1 PMEPA1 POU4F2 PPARA PPARD PPARGC1B PPP1R9B PRMT2 PTAFR PTGDS PTGER2 PTGES3 PTGS2 PTPRC PTPRU RAN RBBP7 RBFOX2 RELA REST RHOA RHOXF1 RNF14 RNF6 RPL27 RPS6KB1 RWDD1 RXRA RXRB RXRG SAFB SAFB2 SCGB1A1 SCGB2A1 SCGB2A2 SCNN1A SCNN1B SCNN1D SCNN1G SDC1 SERPINF1 SFRP1 SGK1 SH3RF1 SIRT1 SKP2 SLC12A3 SLIT2 SLIT3 SMARCA4 SMYD3 SOX10 SOX30 SPP1 SRARP SRC SRD5A1 SRD5A2 SREBF1 SST SSTR2 SSTR3 SSTR4 SSTR5 STC1 STK39 STRN3 TACR1 TADA3 TAF7 TAT TCF21 TFAP4 TFPI TGFB1 TGFB2 TGFB3 TH THBS1 TLR2 TMF1 TNF TP63 TRERF1 TRIM63 TRIM68 TRIP4 TSPO TXNIP TYMS UBA5 UBE2L3 UBE3A UBR5 UCN UCN3 UCP3 UFL1 UFM1 UFSP2 UGT1A1 URI1 USP26 USP8 VPS11 VPS18 VPS54 WBP2 WNT7B YAP1 YWHAH ZBTB7A ZDHHC7 ZFP36 ZFP36L1 ZFP36L2 ZMIZ1 ZNF366 ZNF764 GOBP_RESPONSE_TO_STEROL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_STEROL ABCA1 ABCA2 CCL3 CCR5 CES1 CYP7A1 CYP8B1 DAG1 DYNAP F7 GPLD1 GPR155 GRAMD1A GRAMD1B GRAMD1C INHBA INHBB INSIG1 INSIG2 LRP6 LRP8 MIR182 MIR185 MIR96 MLC1 OSBPL7 PMVK PTCH1 RORA RORC SMAD2 SMO TGFB1 TGFBR1 TGFBR2 GOBP_RESPONSE_TO_STEROL_DEPLETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_STEROL_DEPLETION AMFR ARHGEF10L EIF2A ERLIN1 ERLIN2 FBXW7 INSIG1 INSIG2 LYN MIR96 NPC1L1 PIP4P1 SCAP SPRING1 SREBF1 SREBF2 TMED2 ZBTB7B GOBP_RESPONSE_TO_STILBENOID https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_STILBENOID APOA4 CD36 CIDEA KCNJ11 KCNJ8 LY6D MIR21 USP18 GOBP_RESPONSE_TO_STIMULUS_INVOLVED_IN_REGULATION_OF_MUSCLE_ADAPTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_STIMULUS_INVOLVED_IN_REGULATION_OF_MUSCLE_ADAPTATION ACTN3 AGT CASQ1 DAG1 FBXO32 HDAC4 MYOG PRKAG3 RPS6KB1 SCN5A SELENON SGCA TRIM63 GOBP_RESPONSE_TO_SYMBIONT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_SYMBIONT C4BPA C4BPB GPX1 PTAFR REG3A SLC22A5 GOBP_RESPONSE_TO_TEMPERATURE_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_TEMPERATURE_STIMULUS ACADM ACADVL ACOT11 ADORA1 ADRB1 ADRB2 ADRB3 AKT1 ALDH18A1 ANO1 ANO3 APPL2 ASIC3 ATM ATR ATXN3 BAG3 CALCA CASQ1 CDH8 CDKN1A CETN1 CHORDC1 CHRNA7 CIDEA CIRBP CLPB CREBBP CRNN CRYAA CRYAB CXCL10 CXCL12 CXCR4 DAXX DHX36 DNAJA1 DNAJA2 DNAJA3 DNAJA4 DNAJB1 DNAJB4 DNAJB6 DNAJC2 DNAJC3 DNAJC7 DRGX EIF2AK3 EIF2AK4 EIF2B1 EIF2B2 EIF2B3 EIF2B4 EIF2B5 EIF2S1 EP300 EPHB1 ERO1A FGF1 FGF16 FOXO1 GCLC GLRX2 GMPR GRIK2 GSK3B HDAC2 HIKESHI HMGCS2 HMOX1 HSBP1 HSBP1L1 HSF1 HSP90AA1 HSP90AA2P HSP90AA4P HSP90AB1 HSP90AB2P HSP90AB3P HSP90AB4P HSPA1A HSPA1B HSPA2 HSPA6 HSPB1 HSPB2 HSPB6 HSPD1 HTR1B HTR2A HTR2B HTRA2 IER5 IGF1 IL1A IRAK1 KCNK4 LIPA LRP11 LXN LYN MAP2K7 MAPKAPK2 MAPT METRNL MICA MICB MMP24 MTOR NF1 NFKBIA NGFR NOS1 NOS3 NR2F6 NTRK1 NTSR1 OPN4 P2RX3 PCSK1N PDCD6 PIRT PLAC8 PLIN1 PRDM12 PRKAA1 PRKACA PSIP1 PTGS2 RBBP7 RHO RNF34 SAXO1 SCARA5 SCN11A SCN2B SCN9A SIRT1 SLC12A5 SLC25A27 SLC27A1 SLC52A3 SLC9A1 SLU7 SOD1 ST8SIA1 STAC STUB1 SUMO1 TCIM TFEC THBS1 THRA TMEM135 TP53INP1 TPR TRPA1 TRPM2 TRPM8 TRPV1 TRPV2 TRPV3 TRPV4 UCP1 UCP2 UCP3 VCP VGF WDR47 YWHAE ZFAND1 ZNF516 GOBP_RESPONSE_TO_TESTOSTERONE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_TESTOSTERONE AR AVP BGLAP CA9 CAD CALR CBL CFLAR EDN1 ELK1 EPO FOXP1 GBA1 GPI GPT2 HMGCS2 HOXA10 HOXA11 HOXA13 HOXA9 HOXB13 HOXD13 HSF1 IGF1R MSN MSTN MTAP NASP NCF1 NCOA4 NKX3-1 NQO1 PSPH ROCK2 RPS6KB1 RWDD1 SIRT1 SLC39A9 SPP1 SRD5A1 SRD5A2 TBXA2R THBS1 TSPO XRN1 GOBP_RESPONSE_TO_THYROGLOBULIN_TRIIODOTHYRONINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_THYROGLOBULIN_TRIIODOTHYRONINE GLB1 INHBB NCOA1 NCOA2 SLC2A1 GOBP_RESPONSE_TO_THYROID_HORMONE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_THYROID_HORMONE ACE BRD8 C2 CAB39 CRLS1 CTSB CTSH CTSL CTSS F7 GAS2L1 GATA1 GBA1 GCLC GCLM GHSR HES1 HPN INHBB KIT KLF9 LMO2 MED1 RDX SLC26A5 SLC34A1 STK11 THRB TOMM70 GOBP_RESPONSE_TO_THYROXINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_THYROXINE CRLS1 F7 GCLC GCLM TOMM70 GOBP_RESPONSE_TO_TOPOLOGICALLY_INCORRECT_PROTEIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_TOPOLOGICALLY_INCORRECT_PROTEIN ABCA7 ABCB10 AGR2 AKIRIN2 AMFR ATF3 ATF4 ATF6 ATF6B ATXN3 AUP1 BAG3 BAG6 BAK1 BAX BCL2L11 BFAR BHLHA15 BOK CCND1 CDK5RAP3 CHAC1 CLU COMP COPS5 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREBRF CREBZF CTH CUL3 DAB2IP DAXX DDIT3 DDRGK1 DERL1 DERL2 DERL3 DNAJA1 DNAJB1 DNAJB12 DNAJB14 DNAJB2 DNAJB4 DNAJB5 DNAJB9 DNAJC10 DNAJC18 DNAJC3 DNAJC4 EDEM1 EDEM2 EDEM3 EIF2AK2 EIF2AK3 EIF2S1 ERLEC1 ERMP1 ERN1 ERN2 ERO1A ERP27 ERP44 F12 FAF2 FBXO6 FGF21 FICD HDAC6 HERPUD1 HERPUD2 HSF1 HSP90AA1 HSP90AB1 HSPA1A HSPA1L HSPA2 HSPA4 HSPA4L HSPA5 HSPA6 HSPA8 HSPB1 HSPB2 HSPB3 HSPB7 HSPB8 HSPD1 HSPE1 HSPH1 JKAMP KBTBD6 KLHL15 MANF MBTPS1 MBTPS2 MFN2 MIR199A1 NCK1 NCK2 NFE2L2 NGLY1 OPTN OS9 PACRG PARP16 PARP6 PARP8 PIGBOS1 PIK3R1 PPP1R15A PPP1R15B PRKN PTPN1 PTPN2 QRICH1 RACK1 RHBDD1 RHBDD2 RNF126 RNF185 RNF5 SDF2L1 SELENOS SERP1 SERP2 SERPINH1 STC2 STT3B STUB1 TBL2 THBS1 THBS4 TM7SF3 TMBIM6 TMED2 TMEM129 TMEM33 TMTC4 TOR1A TOR1B TRAM1 UBE2J2 UBE2W UBXN4 UFD1 UFL1 UGGT1 UGGT2 UMOD VAPB VCP WFS1 XBP1 YOD1 GOBP_RESPONSE_TO_TOXIC_SUBSTANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_TOXIC_SUBSTANCE ABCB1 ABCB6 ABCG2 ABTB2 ADAMTS13 ADH4 ADH5 AHR AIFM1 AIFM2 AKR1A1 AKR1B10 ALAD ALB ALDH1A1 ALOX5AP APOA4 APOE APOM AQP10 AQP8 ARHGAP33 ASS1 ATF4 ATP7A ATP7B BAK1 BAX BCL2 BLMH BMP7 BPHL BRIP1 CAT CCL3 CCL4 CCL5 CCS CD36 CDH1 CDK1 CDKN1A CERS1 CES1 CHUK CLDN1 CLIC2 CNP CPS1 CYGB CYP1A1 CYP1B1 CYP2F1 DDC DHFR DHFRP1 DHRS2 DHX15 DNMT3A DRD2 DUOX1 DUOX2 EHMT1 EHMT2 EPHX1 EPHX2 EPX ERCC6 ESD FABP1 FANCC FBLN5 FECH FOS GABRB1 GATA6 GCH1 GFER GJC2 GLYAT GPX1 GPX2 GPX3 GPX4 GPX5 GPX6 GPX7 GPX8 GRIA1 GSR GSTA1 GSTK1 GSTM1 GSTM2 GSTM3 GSTO1 GSTO2 GSTP1 GSTT1 GSTZ1 GUCY2C H19 HBA1 HBA2 HBB HBD HBE1 HBG1 HBG2 HBM HBQ1 HBZ HP HTRA2 INHBB INMT IPCEF1 KCNC1 KCNC2 KDM1A KDM3B KDM5B KDM5C KDM6B LANCL1 LPO LTC4S LYN MAOB MAP1B MBP MDM2 MGST1 MGST2 MGST3 MIR1-1 MIR129-1 MIR133A1 MIR133B MIR185 MIR186 MIR21 MIR326 MIR34B MIR451A MIR495 MIR508 MIR675 MIR873 MIR9-1 MPO MPST MT1A MT1B MT1DP MT1E MT1F MT1G MT1H MT1HL1 MT1M MT1X MT2A MT3 MT4 MTARC1 MTARC2 MUC2 NEFL NFE2L2 NHERF4 NNT NOS3 NQO1 NUPR1 NXN OPRD1 OSCP1 PARK7 PDZK1 PENK PIM1 PINK1 PON1 PON2 PON3 PRDX1 PRDX2 PRDX3 PRDX4 PRDX5 PRDX6 PRKCG PRKN PRXL2A PTGES PTGS1 PTGS2 PTPN13 PXDN PXDNL RALBP1 RDH11 RDH12 RPS6KB1 S100A9 SCFD1 SCN11A SCN2B SCN9A SDC1 SELENOF SELENOS SELENOT SELENOW SESN1 SESN2 SLC11A1 SLC15A2 SLC17A3 SLC18A2 SLC22A18 SLC22A5 SLC22A8 SLC23A1 SLC30A1 SLC30A10 SLC30A4 SLC39A8 SLC47A1 SLC47A2 SLC6A1 SLC6A14 SLC6A4 SLC7A11 SNN SOD1 SOD2 SOD3 SRD5A1 SRF SRSF9 SRXN1 TH TLR2 TNF TP53INP1 TPO TRPM6 TTPA TXN TXNDC17 TXNDC2 TXNRD1 TXNRD2 TXNRD3 TYMS UBIAD1 GOBP_RESPONSE_TO_TRANSFORMING_GROWTH_FACTOR_BETA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_TRANSFORMING_GROWTH_FACTOR_BETA ABL1 ACTA2 ACVR1 ACVRL1 ADAM17 ADAM9 ADAMTSL2 ADISSP AMHR2 ANKRD1 APAF1 APOA1 APPL1 APPL2 ARID4A ARID4B ARRB2 ASPN AXIN1 BAMBI BCL9 BCL9L BMP2 BMPR1A BRMS1 BRMS1L CAV1 CAV2 CAV3 CD109 CDH5 CDKN1C CDKN2B CFLAR CHST11 CIDEA CILP CITED1 CITED2 CLDN1 CLDN5 CLEC3B COL1A1 COL1A2 COL3A1 COL4A2 CREBBP CRK CRKL CTSK CX3CR1 DAB2 DAND5 DCSTAMP DDR2 DKK3 DLX1 DNM3OS DUSP22 EDN1 EID2 EMILIN1 ENG EP300 EPB41L5 FAM89B FBN1 FBN2 FERMT1 FERMT2 FGFR2 FKBP1A FLCN FMOD FNDC4 FNTA FOLR1 FOS FOXH1 FSHB FURIN FUT8 FYN GCNT2 GDF10 GDF15 GDF5 GDF9 GIPC1 GLG1 HDAC1 HDAC2 HIPK2 HPGD HSP90AB1 HSPA1A HSPA5 HTRA1 HTRA3 HTRA4 HYAL2 ID1 IGF1R IL17F IL17RD IL4 ING1 ING2 INTS9 ITGA3 ITGA8 ITGB1 ITGB5 ITGB6 ITGB8 JUN KMT2A LATS1 LATS2 LDLRAD4 LEFTY1 LEMD3 LIMS1 LOX LPXN LRG1 LRRC32 LTBP1 LTBP2 LTBP3 LTBP4 MAP3K7 MAPK7 MEF2C MEN1 MIR130A MIR140 MIR15B MIR17 MIR181A2 MIR183 MIR18A MIR20A MIR21 MIR212 MIR26A1 MIR27A MIR27B MIR29B1 MIR30A MIR30B MIR342 MIR361 MIR373 MIR497 MIR498 MIR520C MIR564 MIR9-1 MIR93 MIR98 MIRLET7F1 MIRLET7G MSTN MTMR4 MXRA5 MYOCD NDP NFATC1 NFKBIZ NKX2-1 NLK NPNT NR3C1 NREP NRROS OGT ONECUT1 ONECUT2 OVOL2 PAK2 PALS1 PARP1 PBLD PDCD5 PDE2A PDE3A PDGFD PDPK1 PEG10 PENK PIN1 PMEPA1 PML POSTN PPARA PPARG PPM1A PRDM16 PSG9 PTK2 PTPRK PXN RASL11B RBBP4 RBBP7 RNF111 ROCK1 ROCK2 RUNX3 SAP130 SAP30 SAP30L SCX SDCBP SFRP1 SIN3A SINHCAF SIRT1 SKI SKIL SKOR2 SLC2A10 SMAD1 SMAD2 SMAD3 SMAD4 SMAD5 SMAD6 SMAD7 SMAD9 SMURF1 SMURF2 SNW1 SNX25 SNX6 SOX11 SOX5 SOX6 SOX9 SPI1 SPRED1 SPRED2 SPRED3 SPRY1 SPRY2 SRC STAT3 STK11 STK16 STRAP STUB1 SUDS3 TAB1 TET1 TGFB1 TGFB1I1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 TGFBR3L TGFBRAP1 THBS1 TNXB TP53 TRIM33 TWSG1 USP15 USP9X USP9Y VASN VEPH1 WFIKKN1 WFIKKN2 WNT1 WNT10A WNT2 WNT4 WNT5A WNT7A WWOX XCL1 YES1 ZBTB7A ZEB1 ZEB2 ZFHX3 ZFP36L1 ZFP36L2 ZFYVE9 ZMIZ1 ZMIZ2 ZNF451 ZNF703 ZYX GOBP_RESPONSE_TO_TUMOR_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_TUMOR_CELL ABI3 ADAM15 AHR CASC2 CD160 CD226 CD274 CEACAM1 CRTAM DAPK1 DLEC1 FBXO38 GSDME HAVCR2 HLA-A HLA-DRB1 HLA-DRB3 HMGB1 HRG HSPD1 IGFBPL1 IL12A IL12B IL4I1 KLF4 LAPTM5 MICA MR1 NECTIN2 NKG7 NOTCH1 NOTCH2 PLK5 PRDX2 PRF1 PVR RBMS3 RELA SLC22A13 SPI1 TGFB1 TNFRSF10B TXNIP GOBP_RESPONSE_TO_TUMOR_NECROSIS_FACTOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_TUMOR_NECROSIS_FACTOR ACOD1 ACTN4 ADAM10 ADAM17 ADAM9 ADAMTS12 ADAMTS13 ADAMTS7 ADIPOQ AFF3 AIM2 AKAP12 AKT1 ANKRD1 APOA1 ARHGEF2 ASAH1 ASS1 BAG4 BIRC2 BIRC3 BIRC7 BRCA1 CACTIN CALCA CAMP CARD14 CARD16 CARD8 CASP1 CASP3 CASP4 CASP8 CCDC3 CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL3 CCL3L1 CCL3L3 CCL4 CCL5 CCL7 CCL8 CD14 CD40 CD58 CD70 CEBPA CHI3L1 CHUK CIB1 CLDN1 CLDN18 COL1A1 COMMD7 CPNE1 CRHBP CTSK CX3CL1 CX3CR1 CXCL16 CXCL8 CYLD CYP1B1 DAB2IP DCSTAMP DHX9 EDA2R EDN1 EIF5A ENDOG ERBIN EXT1 F2RL1 FABP4 FAS FOS FOXO3 FOXP1 GAS6 GATA3 GBA1 GBP1 GBP2 GBP3 GCH1 GFER GPD1 GPER1 GPS2 GSDME GSTP1 H2BC11 HAS2 HES1 HIPK1 HMHB1 HSPA1A HSPA1B HYAL1 HYAL2 HYAL3 IGBP1 IKBKB IL18BP ILK INPP5K JAK2 KAT2A KLF2 KRT18 KRT8 LAPTM5 LIMS1 LRRK2 MAP2K7 MAP3K5 MAP3K7 MAP4K3 MAPK1 MAPK14 MAPK3 MAPKAPK2 MIB2 MIR1246 MIR142 MIR152 MIR181B1 MIR20B MIR24-1 MIR27B MIR30C2 MIR31 MIR34A MIR766 MMP8 MYOD1 MYOG NAIP NFATC1 NFE2L2 NFKB1 NFKBIA NKIRAS1 NKIRAS2 NKX3-1 NLRP2B NPNT NR1D1 NR1H4 NUB1 OCSTAMP OTULIN PCK1 PCK2 PELI3 PIAS3 PIAS4 PID1 PLVAP POSTN PPP2CB PRKN PRPF8 PTGS2 PTK2B PTPN2 PYCARD PYDC1 PYDC2 RELA RFFL RIPK1 RORA RPS3 RPS6KB1 RRAGA SELE SFRP1 SHARPIN SIRT1 SLC22A5 SLC2A4 SMPD1 SMPD3 SMPD4 SPATA2 SPHK1 SPPL2A SPPL2B ST18 STAT1 SYK TANK TCL1A TDGF1 THBS1 TMSB4X TNF TNFAIP3 TNFRSF11A TNFRSF13C TNFRSF14 TNFRSF17 TNFRSF18 TNFRSF19 TNFRSF1A TNFRSF1B TNFRSF21 TNFRSF25 TNFRSF4 TNFSF11 TNFSF13B TNFSF18 TP53 TRADD TRAF1 TRAF2 TRAF3 TRAF3IP2 TRAF5 TRAF6 TRAIP TRIM32 TRPV1 TUBA1A TXNDC17 UBD UBE2K ULK1 UMOD VCAM1 XCL1 XCL2 XIAP YBX3 YTHDC2 ZC3H12A ZFAND6 ZFP36 ZFP36L1 ZFP36L2 ZNF675 GOBP_RESPONSE_TO_TYPE_III_INTERFERON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_TYPE_III_INTERFERON IFNG IFNGR1 IFNGR2 IFNL1 IFNL2 IFNL3 IFNL4 IFNLR1 IL10RB JAK1 SHFL TYK2 GOBP_RESPONSE_TO_TYPE_II_INTERFERON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_TYPE_II_INTERFERON ACOD1 ACTG1 ACTR2 ACTR3 ADAMTS13 AIF1 AQP4 ARG1 ASS1 BST2 CALCOCO2 CALM1 CAMK2A CASP1 CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL3 CCL3L1 CCL3L3 CCL4 CCL5 CCL7 CCL8 CD40 CD47 CD58 CD74 CDC37 CDC42 CDC42EP2 CDC42EP4 CIITA CITED1 CLDN1 CX3CL1 CXCL16 CYP27B1 DAPK1 DAPK3 EDN1 EPRS1 FASLG FLNB GAPDH GBP1 GBP2 GBP3 GBP4 GBP5 GBP6 GBP7 GCH1 GSN HCK HLA-DPA1 HPX IFITM1 IFITM2 IFITM3 IFNG IFNGR1 IFNGR2 IL12B IL12RB1 IL23R IRF1 IRF8 IRGM JAK1 JAK2 KIF5B KYNU LGALS9 MED1 MEFV MRC1 MYO1C NLRC5 NOS2 NR1H2 NR1H3 NUB1 OTOP1 PARP14 PARP9 PDE12 PPARG PTPN2 RAB20 RAB43 RAB7B RAF1 RPL13A RPS6KB1 SHFL SIRPA SLC11A1 SLC22A5 SLC26A6 SLC30A8 SNCA SP100 STAT1 STX4 STX8 STXBP1 STXBP3 STXBP4 SYNCRIP TDGF1 TLR2 TLR3 TLR4 TNF TP53 TRIM21 TXK TYK2 UBD VAMP3 VIM VPS26B WAS WNT5A XCL1 XCL2 ZYX GOBP_RESPONSE_TO_TYPE_I_INTERFERON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_TYPE_I_INTERFERON ADAR AZI2 CACTIN CDC37 CH25H CNOT7 DCST1 EIF4E2 FADD GIGYF2 HDAC4 IFI27 IFIH1 IFIT1 IFITM1 IFITM2 IFITM3 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR1 IFNAR2 IFNB1 IFNE IFNK IFNW1 IKBKE IRAK1 IRF3 IRF7 ISG15 JAK1 LSM14A MAVS METTL3 MIR21 MMP12 MUL1 MX1 MYD88 NLRC5 OAS1 OAS2 OAS3 PTPN1 PTPN11 PTPN2 PTPN6 RBM47 RNF185 SAMHD1 SETD2 SHFL SHMT2 SIN3A SMPD1 SP100 STAT1 STAT2 STING1 TANK TBK1 TBKBP1 TRAF3 TREX1 TRIM41 TRIM56 TRIM6 TRIM65 TTLL12 TYK2 UBE2K USP18 USP27X USP29 WNT5A YTHDF2 YTHDF3 ZBP1 GOBP_RESPONSE_TO_UV https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_UV ACTR5 AKT1 AQP1 ATF4 ATR AURKB BAK1 BAX BCL2 BCL3 BMF BRCA2 BRSK1 CASP3 CASP7 CASP9 CAT CCAR2 CCND1 CDC25A CDKN1A CDKN2D CERS1 CIRBP COPS9 CREBBP CRIP1 CUL4A CUL4B DCUN1D3 DDB1 DDB2 DHX36 DTL EGFR EIF2AK4 EIF2S1 ELANE EP300 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 FECH FEN1 GNAT2 GPX1 GTF2H2 H2AC25 HMGN1 HUS1 HYAL1 HYAL2 HYAL3 IL12A IL12B INO80 IVL KDM1A MAP2K7 MAP3K20 MAP3K4 MAP4K3 MAPK11 MAPK13 MAPK14 MAPK8 MC1R MDM2 MEN1 METTL3 MFAP4 MME MMP1 MMP2 MMP3 MMP9 MSH2 MSH6 MYC N4BP1 NEDD4 NFATC4 NLRP1 NOC2L NPM1 NSMCE3 OPN1SW OPN3 OPN5 PARP1 PBK PCLAF PCNA PIERCE1 PIK3R1 PML POLA1 POLD1 POLD3 POLH POLK PPID PRIMPOL PRKAA1 PRKCD PTPRK RBX1 RELA REV1 RHBDD1 RHNO1 RO60 RPL26 RUVBL2 SCARA3 SDE2 SDF4 SERPINB13 SIRT1 SIRT6 SMPD1 SPRTN ST20 STK11 TAF1 TIMP1 TIPIN TMEM161A TP53 TP53I13 TP53INP1 TREX1 TRIAP1 TRIM32 TYR UBE2A UBE2B UBE4B USF1 USP1 USP28 USP47 UVSSA WRN XPA XPC YY1 ZBTB1 ZRANB3 GOBP_RESPONSE_TO_UV_A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_UV_A AKT1 CCND1 CERS1 EGFR MME MMP1 MMP2 MMP3 MMP9 OPN1SW OPN3 OPN5 PPID TIMP1 GOBP_RESPONSE_TO_UV_B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_UV_B BCL2 CDKN1A CRIP1 ERCC6 HMGN1 HYAL1 HYAL2 HYAL3 IL12A IL12B IVL MAP3K20 MAPK11 MAPK14 MFAP4 MME MSH2 NLRP1 RELA STK11 XPC GOBP_RESPONSE_TO_UV_C https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_UV_C BAK1 BCL3 BRCA2 DCUN1D3 ERCC5 HMGN1 MAP3K4 MDM2 PIERCE1 POLH ST20 TP53 WRN YY1 GOBP_RESPONSE_TO_VASOPRESSIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_VASOPRESSIN ADCY6 CDC6 PLCB1 RANGAP1 SCNN1A SCNN1B SCNN1D SCNN1G GOBP_RESPONSE_TO_VIRUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_VIRUS ABCC9 ABCF3 ACOD1 ACTA2 ADAR ADARB1 AGBL4 AGBL5 AICDA AIM2 AIMP1 AKAP1 AP1S1 APOB APOBEC3A APOBEC3B APOBEC3C APOBEC3D APOBEC3F APOBEC3G APOBEC3H ARF1 ARMC5 ATAD3A ATF2 ATG12 ATG16L1 ATG5 ATG7 AUP1 AZI2 AZU1 BANF1 BATF3 BAX BCL2 BCL2L1 BCL3 BECN1 BNIP3 BNIP3L BPIFA1 BST2 BTBD17 C1QBP CALR CARD8 CARD9 CASP1 CCDC92 CCL11 CCL19 CCL22 CCL4 CCL5 CCL8 CCT5 CD207 CD40 CDK6 CFL1 CGAS CHMP3 CHRM2 CHUK CLPB CLU CNOT7 CPTP CRCP CREBZF CSNK1A1 CXCL10 CXCL12 CXCL9 CXCR4 DCLK1 DDIT4 DDX1 DDX17 DDX21 DDX3X DDX56 DDX60 DDX60L DEFA1 DEFA1B DEFA3 DHX15 DHX16 DHX36 DHX58 DHX9 DMBT1 DNAJC3 DTX3L DUOX2 DUS2 EEF1G EIF2AK2 EIF2AK4 EIF5A ELMOD2 ENO1 ERBIN EXOC1 EXOSC4 EXOSC5 EXT1 F2RL1 FADD FBXL2 FCN3 FGL2 FGR FMR1 FOSL1 FOXP3 G3BP1 GARIN5A GATA3 GBF1 GBP1 GBP2 GBP3 GBP5 GBP7 GPAM GPATCH3 GRAMD4 GSDME GTF2F1 H19 HERC5 HIF1A HMGA2 HNRNPUL1 HSP90AA1 HSPA8 HSPB1 HYAL1 HYAL2 HYAL3 IFI16 IFI27 IFI44 IFI44L IFI6 IFIH1 IFIT1 IFIT1B IFIT2 IFIT3 IFIT5 IFITM1 IFITM2 IFITM3 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR1 IFNAR2 IFNB1 IFNE IFNG IFNGR1 IFNGR2 IFNK IFNL1 IFNL2 IFNL3 IFNL4 IFNLR1 IFNW1 IKBKB IKBKE IKBKG IL10RB IL12A IL12B IL12RB1 IL15 IL17RA IL1B IL21 IL23A IL23R IL27 IL33 IL4 IL6 ILF3 ILRUN IRAK3 IRF1 IRF2 IRF3 IRF5 IRF7 IRF9 IRGM ISG15 ISG20 ITCH ITGAX ITGB6 ITGB8 IVNS1ABP JAK1 JAK2 KCNJ8 LAMTOR5 LGALS8 LGALS9 LILRA4 LILRB1 LSM14A LYST MAP3K14 MAPK11 MAPK14 MARCHF2 MAVS MBL2 MEFV MICA MICB MID2 MIR130A MIR146A MIR21 MIR26B MIR29B1 MIR302A MIR30C1 MIR675 MIR758 MLKL MMP12 MORC3 MOV10 MST1R MUL1 MX1 MX2 MYD88 NCBP1 NCBP3 NCK1 NDUFAF4 NFKB1 NLRC3 NLRC5 NLRP1 NLRP2B NLRP3 NLRP6 NLRP9 NLRX1 NMB NMBR NMI NPC2 NPLOC4 NT5C2 NT5C3A OAS1 OAS2 OAS3 OASL ODC1 OPRK1 PARP9 PCBP2 PDE12 PENK PHB1 PHB2 PIM2 PLA2G10 PLSCR1 PMAIP1 PML POLR3A POLR3B POLR3C POLR3D POLR3E POLR3F POLR3G POLR3H POLR3K POU2AF1 POU2F2 PPM1B PQBP1 PRF1 PRKRA PSMA2 PTPN22 PTPRC PTPRS PYCARD PYDC1 PYDC2 PYDC5 RAB2B RAB7B RELA RIGI RIOK3 RIPK3 RNASE1 RNASE2 RNASE6 RNASEL RNF125 RNF135 RNF185 RNF216 RNF26 RPS15A RRP1B RSAD2 RTP4 SAMHD1 SAP30BP SEC14L1 SELENOK SENP7 SERINC3 SERINC5 SETD2 SHFL SIN3A SIRT2 SKP2 SLFN11 SLFN13 SMAD3 SMPD1 SPN SPON2 STAT1 STAT2 STING1 STMN1 TANK TARBP2 TBK1 TBKBP1 TBX21 TICAM1 TKFC TLR2 TLR3 TLR7 TLR8 TLR9 TNF TNFAIP3 TNFSF4 TOMM70 TPT1 TRAF3 TRAF3IP1 TRAF3IP2 TRAF6 TREM2 TREX1 TRIM11 TRIM13 TRIM15 TRIM21 TRIM22 TRIM25 TRIM26 TRIM27 TRIM28 TRIM31 TRIM32 TRIM34 TRIM35 TRIM38 TRIM41 TRIM44 TRIM5 TRIM52 TRIM56 TRIM6 TRIM65 TRIM7 TRIM8 TSPAN32 TSPAN6 TTC4 TYK2 UBE2N UBE2W UBL7 UBQLN1 UFD1 UNC13D UNC93B1 URI1 USP17L2 USP18 USP20 USP27X USP29 USP44 VAMP8 VWCE WDFY4 XCL1 XPR1 YJU2B ZBP1 ZC3H12A ZC3HAV1 ZCCHC3 ZDHHC1 ZDHHC11 ZDHHC12 ZMPSTE24 ZMYND11 ZNF175 ZNFX1 ZNRF4 GOBP_RESPONSE_TO_VITAMIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_VITAMIN ALAD ALDH1A2 ALPL AQP3 ASCL1 BCHE BECN1 BGLAP BMP7 BRIP1 CASR CAT CBS CD40 CDKN2D COL1A1 CXCL10 CYP1A1 CYP24A1 CYP26A1 CYP26B1 CYP27B1 DNMT3A ENSG00000274276 EPO F5 F7 FES FGF23 FKBP1B FOLR1 FOLR2 GAS6 GATA4 GDAP1 GPX1 HLCS IGF1R IL1A ITGA2 KANK2 KL KYNU LEP LIPA LRAT MAP1B MDM2 MED1 MIR125B1 MN1 MTHFR NFKBIZ NNT OGG1 OTC PDX1 PENK PHEX PIM1 POSTN PRKCB PTGS2 PTH RARA RELA RUNX2 RXRA RXRB SFRP1 SLC34A1 SNAI2 SNW1 SOD2 SPP1 STC1 STC2 TNC TPCN2 TRIM24 TRIM25 TSHB TSPO TYMS TYR VDR GOBP_RESPONSE_TO_VITAMIN_A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_VITAMIN_A ALDH1A2 CAT CYP1A1 CYP26A1 CYP26B1 DNMT3A EPO GATA4 LIPA LRAT MAP1B RARA SLC34A1 TSHB TYMS GOBP_RESPONSE_TO_VITAMIN_D https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_VITAMIN_D ALPL AQP3 BGLAP BMP7 CASR CDKN2D CXCL10 CYP24A1 CYP27B1 FES FGF23 GDAP1 KANK2 KL MED1 MIR125B1 MN1 PENK PHEX PIM1 PRKCB PTGS2 PTH RXRA RXRB SFRP1 SNAI2 SNW1 SPP1 STC1 STC2 TNC TPCN2 TRIM24 TRIM25 TYR VDR GOBP_RESPONSE_TO_VITAMIN_E https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_VITAMIN_E ALAD BECN1 CAT COL1A1 FKBP1B GPX1 IGF1R LEP GOBP_RESPONSE_TO_VITAMIN_K https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_VITAMIN_K BGLAP F5 F7 GAS6 POSTN GOBP_RESPONSE_TO_WATER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_WATER AQP2 ATP2B4 AVPR1A COL18A1 KRT8 LRP11 NTRK1 PIK3CA PKD2 PKD2L1 PLEC SIPA1 UMOD GOBP_RESPONSE_TO_WATER_DEPRIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_WATER_DEPRIVATION AQP2 AVPR1A LRP11 SIPA1 UMOD GOBP_RESPONSE_TO_WOUNDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_WOUNDING ABHD2 ACTB ACTG1 ACTN1 ACVRL1 ADAM17 ADAMTS13 ADAMTS18 ADIPOR2 ADORA2A ADORA3 ADRA2A ADRA2B ADRA2C ADTRP AGER AHNAK AJAP1 AJUBA AK3 ALOX12 ALOX15 ALOX5 ANO6 ANXA1 ANXA2 ANXA5 ANXA6 ANXA8 AP3B1 APCS APOA4 APOD APOE APOH AQP1 ARFGEF1 ARHGAP24 ARHGAP35 ARHGEF19 ARL8B ATP7A AURKA AXL B4GALT1 BAX BCL2 BLOC1S3 BLOC1S4 BLOC1S6 BNIP3 BRAF C1GALT1C1 C1QTNF1 C4BPB C6orf89 CADM4 CARMIL2 CASK CASP3 CASP7 CAV1 CAV3 CCN1 CCN2 CCN4 CCR1 CCR2 CD109 CD151 CD34 CD36 CD40 CD40LG CD44 CD59 CD9 CDK1 CDKN1A CEACAM1 CELA2A CERS2 CFLAR CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CLASP1 CLASP2 CLDN1 CLDN19 CLDN3 CLDN4 CLEC7A CLIC1 CNN2 CNTF COL3A1 COL5A1 COMP CORO1B CPB2 CRK CSPG5 CSRP1 CTNNA1 CTSG CX3CL1 CX3CR1 CXCR4 CYP4F11 CYP4F2 DAG1 DCBLD2 DDIT3 DDR1 DDR2 DGKA DGKB DGKD DGKE DGKG DGKH DGKI DGKK DGKQ DGKZ DHFR DHFRP1 DMTN DPYSL3 DRD2 DRD5 DSP DST DTNBP1 DUOX1 DUOX2 EDN1 EDNRA ELK3 EMILIN1 EMILIN2 ENPP4 ENTPD1 ENTPD2 EPB41L4B EPHA4 EPHB2 EPO EPPK1 ERBB2 ERBB3 EREG EVPL EXT1 EXTL3 F10 F11 F11R F12 F13A1 F13B F2 F2R F2RL1 F2RL2 F2RL3 F3 F5 F7 F8 F9 FAP FBLN1 FCER1G FERMT1 FERMT2 FERMT3 FGA FGB FGF1 FGF10 FGF2 FGF7 FGFR1OP2 FGG FGL1 FIBP FKBP10 FKBP1B FLNA FLRT3 FN1 FOLR1 FOSL1 FOXA2 FOXC2 FOXF1 FUNDC2 FUT10 FZD6 FZD7 GAP43 GAS6 GATA1 GATA2 GATA4 GGCX GIP GIPR GIT1 GLI1 GNA12 GNA13 GNAQ GNAS GP1BA GP1BB GP5 GP6 GP9 GPR4 GPX1 GRHL3 GRIN2A GRIN2C GRN HBB HBEGF HGFAC HIF1A HMOX1 HNF4A HOXB13 HPS4 HPS5 HPS6 HPSE HRAS HRG HSPB1 IGF1 IGF1R IL10 IL17A IL1A IL33 IL6 IL6ST ILK INHBA INHBB INPP5F INS INSL3 ITGA2 ITGA5 ITGB1 ITGB3 ITGB4 ITGB6 ITPK1 JAK2 JAML JMJD1C KANK1 KCNB1 KCNK2 KDR KIAA0319 KLF4 KLK6 KLK8 KLKB1 KNG1 KREMEN1 KRT1 KRT6A LACRT LAMB2 LCK LCP1 LMAN1 LNPK LRG1 LRIG2 LYN LYVE1 MACF1 MAG MAP1B MAP2K1 MAP2K2 MAP2K4 MAP2K7 MAPK14 MAPK8IP3 MAPK9 MAX MCAM MDK MERTK METAP1 MFSD2B MIA3 MIR1298 MIR15B MIR17 MIR200B MIR21 MIR221 MIR222 MIR29A MIR34A MIR431 MIR451A MIR892B MMP12 MMP2 MMRN1 MORN4 MPIG6B MRLN MRTFA MSX2 MTOR MTR MYH9 MYL12A MYL9 MYLK MYOF MYOZ1 NAGLU NDNF NDP NEFL NEO1 NF1 NFATC1 NFE2L2 NFIA NFIB NFKBIZ NLRP6 NMNAT1 NOG NOS3 NOTCH2 NOTCH4 NPPC NPR2 NREP NRG1 NRP1 NTRK1 OCLN ODAM P2RX1 P2RX4 P2RY1 P2RY12 PABPC4 PAFAH2 PAK1 PAPSS2 PAX6 PCSK1 PDCD10 PDGFA PDGFB PDGFRA PDIA2 PDIA3 PDPN PEAR1 PF4 PHLDB2 PIK3CA PIK3CB PIK3CG PLA2G4A PLAT PLAU PLAUR PLCG2 PLEC PLEK PLET1 PLG PLPP3 PLSCR1 POU2F3 POU5F1 PPARA PPARD PPARG PPIA PPL PPP3CA PRCP PRDX2 PRKCA PRKCD PRKCE PRKCQ PRKG1 PROC PROCR PROS1 PROZ PRSS56 PTEN PTK2 PTK7 PTN PTPN6 PTPRF PTPRS PUM2 RAB27A RAB3A RAC1 RAF1 RANGAP1 RAP2B REG3A REG3G RGMA RHOA RHOC RIPOR1 RREB1 RTN4R RTN4RL1 RTN4RL2 S100A10 SAA1 SARM1 SCARB1 SCARF1 SCRIB SCUBE1 SDC4 SELP SERPINA1 SERPINA10 SERPINB2 SERPINC1 SERPIND1 SERPINE1 SERPINE2 SERPINF2 SERPING1 SFTA3 SH2B3 SHH SIGLEC10 SLC11A1 SLC12A2 SLC1A1 SLC1A2 SLC1A3 SLC4A1 SLC6A4 SLC7A11 SMAD3 SMOC2 SMPD1 SOD1 SOD2 SOX2 SPP1 SPRR3 SRC SRF SRSF6 ST3GAL4 STAT3 STK24 STXBP1 STXBP3 SULF2 SYK SYT11 SYT7 SYTL4 TAFA5 TBXA2R TEC TFPI TFPI2 TGFB1 TGFB2 TGFBR1 THBD THBS1 TIMP1 TLN1 TLR3 TLR4 TMEFF2 TMIGD3 TMPRSS4 TNC TNF TNFAIP3 TNFRSF12A TNR TOR1A TPM1 TREM2 TREML1 TRIM72 TSKU TSPAN32 TSPAN8 TSPO TUBB1 TXK TXN2 TYRO3 TYROBP UBASH3B USF1 VASH1 VAV1 VAV2 VAV3 VCL VEGFA VIL1 VKORC1 VPS33B VPS4A VPS4B VTN VWF WAS WDR83 WFDC1 WNT1 WNT3A WNT4 WNT5A WNT7A XBP1 YAP1 ZFP36 ZFP36L1 ZFP36L2 GOBP_RESPONSE_TO_XENOBIOTIC_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_XENOBIOTIC_STIMULUS AADAC ABAT ABCA1 ABCA2 ABCA3 ABCB1 ABCB11 ABCC1 ABCC2 ABCC3 ABCC4 ABCC5 ABCC6 ABCC8 ABCC9 ABCD3 ABCG5 ABCG8 ABL1 ACAA1 ACACB ACE ACER2 ACSL1 ACSM1 ACSM2B ADA ADAM17 ADCY1 ADCYAP1R1 ADD3 ADIPOQ ADORA2A ADRA1A ADSS1 AGPAT2 AHR AIM2 AIP AKR1C1 ALAD ALDH3A1 AMELX AMH ANKRD1 AOC2 AOX1 APOA2 AS3MT ASIC2 ASS1 ATG5 ATP1A1 ATP4A ATR BAK1 BCAR3 BCHE BCL2 BECN1 BGLAP BLMH BLOC1S3 BPHL BRAF C1orf115 CA9 CAD CALR CARD9 CASP3 CAT CBR1 CBR3 CCND1 CCNO CCNT1 CD38 CD69 CDH1 CDH3 CDK1 CDK4 CDKN1A CDKN1B CENPF CERS1 CES2 CES3 CHUK CMBL COL18A1 COL1A1 CPB2 CPS1 CPT1A CREB1 CRHBP CRKL CRYZ CSAG2 CSAG3 CTNNB1 CTPS1 CXCR4 CYB5B CYBB CYP1A1 CYP1A2 CYP1B1 CYP26A1 CYP26B1 CYP2A13 CYP2A6 CYP2A7 CYP2B6 CYP2C18 CYP2C19 CYP2C8 CYP2C9 CYP2D6 CYP2D7 CYP2E1 CYP2F1 CYP2J2 CYP2R1 CYP2S1 CYP2U1 CYP2W1 CYP3A4 CYP3A5 CYP3A7 CYP46A1 CYP4F12 CYP4F2 DNMT3A DPEP1 DRD1 DRD2 DRD3 DUSP6 DVL3 E2F1 EDN1 EFTUD2 EHMT2 EMX1 EMX2 ENG EPHX1 FBP1 FECH FGF21 FGF8 FMO1 FMO2 FMO4 FMO5 FOS FOSB FOSL1 FOSL2 FZD1 FZD3 GABRG3 GAD2 GAL GAS6 GATA4 GATA6 GCLC GCLM GIP GLYAT GNA12 GNPAT GPLD1 GPR52 GPX1 GRIA1 GRIN1 GRIN2A GRM2 GSTA1 GSTA2 GSTA3 GSTA4 GSTA5 GSTM1 GSTM2 GSTM3 GSTM4 GSTO1 GSTO2 GSTP1 GUK1 HADH HADHA HDAC2 HDAC5 HMGCS2 HNF4A HSD11B2 HSF1 HSP90AA1 HSPG2 HTR1B HTR2A HTR2B IGFBP2 IL10 IL1B ITGA2 ITGA3 ITGB3 KCNC1 KCNE2 KCNH2 KCNJ11 KCNJ8 KCNK3 KCNQ1 KCNQ3 LCK LHCGR LIPA LOX LPO LRP8 LTA LYN MAOB MAP1B MAP2K6 MAS1 MBD1 MCM7 MDM2 MEF2C MIR1-1 MIR129-1 MIR133A1 MIR133B MIR185 MIR186 MIR326 MIR34B MIR451A MIR495 MIR508 MIR873 MIR9-1 MMP2 MTHFR MYC MYO6 N6AMT1 NAT1 NAT2 NCEH1 NCKAP1L NEUROD1 NFATC2 NFE2L2 NFKBIZ NKX3-1 NKX6-1 NNMT NOS1 NOS2 NPAS2 NPC1 NPPC NQO1 NR1I2 NTRK1 NUDT15 OGG1 OTC OXSR1 OXTR P2RX7 PARP4 PAX6 PCNA PCSK1 PDE3A PDE4A PDE4B PDX1 PFAS PLIN2 PMS1 PMS2 PNP POR PPM1E PPM1F PPP1R12A PPP1R9B PRICKLE1 PRKAA1 PRKAA2 PRKCB PRNP PTCH1 PTGS2 PTH PTK2B PTPRM RAB6C RAD54B RAD54L RAP2A RB1 RBM22 RECQL5 RELA REN REST RET RHBDD3 RNF149 RORA RORC RPP21 RPS6KB1 RPTOR S100A12 SCGB1A1 SCN11A SCNN1B SEMA3C SFRP1 SFRP2 SHANK2 SLC10A1 SLC12A5 SLC1A1 SLC1A2 SLC1A3 SLC22A1 SLC22A12 SLC22A7 SLC26A5 SLC28A2 SLC28A3 SLC29A1 SLC29A3 SLC34A1 SLC6A11 SLC6A2 SLC6A3 SLC6A4 SLCO1A2 SLCO1B1 SLCO1B3 SLCO2B1 SLITRK5 SMOX SMPD1 SMTNL1 SNCA SOD1 SOD2 SOX10 SRC SRD5A1 SRD5A2 SREBF1 SRP68 SRR SS18 SST STAT1 SUFU SULT1A1 SULT1A2 SULT1A3 SULT1A4 SULT1B1 SULT1C3 SULT1C4 SULT2A1 TBXA2R TENT4A TFAP2B TFRC TGFBR2 TGIF1 TH THBS1 TIGAR TLR3 TNF TNFRSF11B TOP1 TP53 TP53I13 TP73 TPMT TRAF3IP2 TRPA1 TSPO TXN2 TXNIP TXNRD2 TYMS UBE2B UCHL1 UGT1A1 UGT1A10 UGT1A3 UGT1A6 UGT1A7 UGT1A8 UGT1A9 UGT2B11 UGT2B15 UGT2B17 UGT2B28 UGT2B7 UMOD UMPS USP47 VAV1 VAV2 VAV3 VEGFC VKORC1 WNK4 XPC XRCC1 XRCC5 GOBP_RESPONSE_TO_X_RAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_X_RAY ANXA1 ATM BLM BRCA2 BRCC3 CASP3 CCND2 CDKN1A ERCC1 ERCC6 ERCC8 GATA3 IKBIP KARS1 LIG4 MSH2 NIPBL NUCKS1 PRAP1 SFRP1 SFRP2 THBD TP53 TP53BP1 XRCC2 XRCC4 XRCC5 XRCC6 XRRA1 GOBP_RESPONSE_TO_YEAST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_YEAST CLEC6A CLEC7A CRK ELANE MPO PLCG2 PTX3 GOBP_RESPONSE_TO_ZINC_ION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_ZINC_ION AANAT ABCC8 ALAD ASS1 ATP13A2 ATP7A BGLAP CPS1 CREB1 CRIP1 D2HGDH DDX19A GLRA1 GLRA2 HAAO HVCN1 KCNK3 KHK LTA4H MT1A MT1B MT1DP MT1E MT1F MT1G MT1H MT1HL1 MT1M MT1X MT2A MT3 MT4 MTF1 OTC P2RX4 P2RX7 PAM PARP1 S100A8 SLC30A1 SLC30A10 SLC30A2 SLC30A3 SLC30A4 SLC30A8 SOD2 TH TSPO VCAM1 ZACN ZNF658 GOBP_RESPONSE_TO_ZINC_ION_STARVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RESPONSE_TO_ZINC_ION_STARVATION BGLAP CTSK FOS IGF1R SLC39A4 SLC39A5 SP1 SP7 TNFRSF11A GOBP_RETICULOPHAGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RETICULOPHAGY ATG2A ATG2B DDRGK1 RB1CC1 RETREG1 RETREG2 RETREG3 SNX30 SNX7 STING1 TEX264 UBA5 UFC1 UFL1 UFM1 ULK1 ULK2 ULK3 GOBP_RETINAL_BIPOLAR_NEURON_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RETINAL_BIPOLAR_NEURON_DIFFERENTIATION CABP4 GNAT2 NAGLU NDP PRDM1 RHO VSX1 ZHX2 GOBP_RETINAL_BLOOD_VESSEL_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RETINAL_BLOOD_VESSEL_MORPHOGENESIS COL4A1 CYP1B1 FZD4 LAMA1 LRP5 NDP GOBP_RETINAL_CELL_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RETINAL_CELL_APOPTOTIC_PROCESS AKT2 CLN8 DIO3 GDF6 MIR21 PDE6B THRB GOBP_RETINAL_CELL_PROGRAMMED_CELL_DEATH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RETINAL_CELL_PROGRAMMED_CELL_DEATH BAX BCL2 CNTF FASLG FGF2 TMEM215 GOBP_RETINAL_CONE_CELL_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RETINAL_CONE_CELL_DEVELOPMENT CABP4 CRB2 DIO3 GNAT2 HCN1 PDE6C RORB RP1 THRB THY1 USH1C GOBP_RETINAL_CONE_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RETINAL_CONE_CELL_DIFFERENTIATION CABP4 CRB2 DIO3 GNAT1 GNAT2 HCN1 NOTCH1 PDE6C RORB RP1 THRB THY1 USH1C GOBP_RETINAL_GANGLION_CELL_AXON_GUIDANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RETINAL_GANGLION_CELL_AXON_GUIDANCE ALCAM ATOH7 BMPR1B EFNA5 EPHA7 EPHB1 EPHB2 EPHB3 ISL1 ISL2 NDP NRCAM NRP1 POU4F2 POU4F3 PTPRM PTPRO ROBO2 RPL24 SEMA4F SLIT1 SLIT2 VEGFA GOBP_RETINAL_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RETINAL_METABOLIC_PROCESS ABCA4 AKR1C1 AKR1C3 ALDH1A2 ALDH1A3 ALDH8A1 BCO1 BCO2 CYP1B1 CYP27C1 DHRS4 DHRS4L1 DHRS4L2 RDH10 RDH11 RDH13 RPE65 SDR16C5 GOBP_RETINAL_PIGMENT_EPITHELIUM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RETINAL_PIGMENT_EPITHELIUM_DEVELOPMENT IHH MED1 MFSD2A NDP PAX2 TBC1D32 TMEM135 GOBP_RETINAL_ROD_CELL_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RETINAL_ROD_CELL_DEVELOPMENT BBS4 NAGLU NRL NTRK2 RORB RP1 RPGRIP1 RPGRIP1L GOBP_RETINAL_ROD_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RETINAL_ROD_CELL_DIFFERENTIATION BBS4 CNTF GNAT1 GNAT2 NAGLU NDP NRL NTRK2 RORB RP1 RPGRIP1 RPGRIP1L SOX8 SOX9 STAT3 GOBP_RETINA_DEVELOPMENT_IN_CAMERA_TYPE_EYE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RETINA_DEVELOPMENT_IN_CAMERA_TYPE_EYE ACHE ACTL6A ACVR2B ACVRL1 AGTPBP1 AHI1 ARHGEF15 ATOH7 ATP2B2 ATP2B4 ATP8A2 BARHL2 BAX BBS4 BMPR1B BMPR2 CABP4 CALB1 CASP2 CDON CELF4 CHD7 CLCN2 CLIC4 CLN8 CNTF COL4A1 CRB1 CRB2 CYP1B1 DCX DIO3 DLL1 DLL4 DLX1 DLX2 DSCAM DTNBP1 FAT3 FJX1 FOXN4 FZD4 GDF11 GNAT1 GNAT2 GNB1 GPM6A GRM6 HCN1 HES1 HIF1A HIPK1 HIPK2 HPCA IHH IMPG2 JMJD6 LAMA1 LAMB2 LAMC3 LARGE1 LHX1 LHX2 LPCAT1 LRP5 MAN2A1 MAX MDM1 MED1 MEGF11 MERTK MFRP MFSD2A NAGLU NDP NECTIN1 NECTIN3 NEUROD1 NEUROD4 NFIA NFIB NOTCH1 NPHP1 NPHP4 NR2E1 NR2E3 NRL NRP1 NTRK2 OPN4 PAX2 PAX6 PDE6A PDE6B PDE6C PDGFRA PDGFRB PFDN5 POU4F2 PRDM1 PROM1 PROX1 PRPH2 PSEN1 PTF1A PTPRM RBP4 RD3 RDH13 RET RHO RHOJ ROM1 RORB RP1 RP1L1 RPE65 RPGRIP1 RPGRIP1L RPL24 RRM1 RS1 SCAPER SDK1 SDK2 SERPINF1 SIX3 SKI SLC17A7 SLC17A8 SLC1A1 SLC4A5 SMARCA4 SMARCD3 SOX8 SOX9 STAT3 TBC1D32 TCIRG1 TFAP2A TFAP2B TGFB2 TGIF2 THRB THY1 TMEM135 TSPAN12 TTC8 TTLL5 TUB TULP1 USH1C USP45 VAX2 VSTM4 VSX1 XRN2 ZHX2 ZNF513 GOBP_RETINA_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RETINA_HOMEOSTASIS ABCA4 ACTB ACTG1 ADGRV1 AIPL1 ALB ARMS2 ATP1B2 AZGP1 B2M BBS1 BBS10 BBS12 BBS2 BBS4 CCDC66 CDH23 CDH3 CDHR1 CIB2 CLCN3 CLN8 CLRN1 CNGB1 CRB1 CRB2 CROCC CST4 DRAM2 ERCC6 ESRRB GNAT2 HSPB1 IGHA1 IGHA2 IGHG3 IGKC IQCB1 JCHAIN KRT1 LCA5 LCN1 LTF LYZ MAK MKKS NDP NPHP3 NPHP4 NXNL1 NXNL2 OPRPN PCDH15 PIGR PIP POC1B POTEE POTEF POTEI POTEJ PRDX1 PROM1 PRR4 RDH12 RHO RP1 RP1L1 RPE65 SLC28A2 SLC2A1 SOD1 SPATA7 TF TUB TULP1 USH1C USH1G USH2A USP45 VHL VSTM4 WHRN ZG16B GOBP_RETINA_LAYER_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RETINA_LAYER_FORMATION AHI1 ATP8A2 CALB1 CRB1 DSCAM FAT3 FJX1 FOXN4 HIPK1 HIPK2 LARGE1 LHX1 MEGF11 NDP PROM1 PTF1A PTPRM RDH13 RS1 SDK1 SDK2 SLC1A1 TFAP2A TFAP2B TSPAN12 GOBP_RETINA_MORPHOGENESIS_IN_CAMERA_TYPE_EYE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RETINA_MORPHOGENESIS_IN_CAMERA_TYPE_EYE AHI1 ATP8A2 BBS4 CABP4 CALB1 CDON CNTF CRB1 CRB2 DIO3 DLL1 DSCAM FAT3 FJX1 FOXN4 GNAT1 GNAT2 HCN1 HIPK1 HIPK2 IHH IMPG2 LARGE1 LHX1 LRP5 MAN2A1 MEGF11 MFSD2A NAGLU NDP NECTIN3 NOTCH1 NRL NTRK2 PDE6C PRDM1 PROM1 PROX1 PTF1A PTPRM RBP4 RDH13 RHO ROM1 RORB RP1 RPE65 RPGRIP1 RPGRIP1L RS1 SDK1 SDK2 SLC1A1 SOX8 SOX9 STAT3 TFAP2A TFAP2B THRB THY1 TSPAN12 TTC8 USH1C VSX1 ZHX2 GOBP_RETINA_VASCULATURE_DEVELOPMENT_IN_CAMERA_TYPE_EYE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RETINA_VASCULATURE_DEVELOPMENT_IN_CAMERA_TYPE_EYE ACVR2B ACVRL1 ARHGEF15 BMPR2 CLIC4 COL4A1 CYP1B1 FZD4 HIF1A LAMA1 LARGE1 LRP5 NDP NRP1 PDGFRA PDGFRB RHOJ ROM1 VSTM4 GOBP_RETINA_VASCULATURE_MORPHOGENESIS_IN_CAMERA_TYPE_EYE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RETINA_VASCULATURE_MORPHOGENESIS_IN_CAMERA_TYPE_EYE ARHGEF15 CLIC4 COL4A1 CYP1B1 FZD4 LAMA1 LRP5 NDP NRP1 RHOJ GOBP_RETINOIC_ACID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RETINOIC_ACID_METABOLIC_PROCESS ADH1A ADH1B ADH1C ADH6 ADH7 AKR1C3 ALDH1A2 ALDH1A3 ALDH8A1 BCO2 CRABP2 CYP1A1 CYP26A1 CYP26B1 CYP26C1 CYP27C1 CYP2C18 CYP2C8 CYP2S1 CYP2W1 CYP3A4 CYP3A5 CYP3A7 DHRS9 PRMT3 RBP1 RDH10 SCPEP1 UGT1A1 UGT1A3 UGT1A7 UGT1A8 UGT1A9 GOBP_RETINOIC_ACID_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RETINOIC_ACID_RECEPTOR_SIGNALING_PATHWAY ACTN4 AKR1C3 ALDH1A2 ASXL1 CALR CNOT1 CRKL CTBP2 CYP26A1 CYP26B1 CYP26C1 DHRS3 ESRRG EZH2 KLF2 NR2C1 PML PPARG PRAME PTF1A RARA RARB RARG RXRA RXRB RXRG SNW1 TBX1 THRA THRB TRIM16 ZNF536 GOBP_RETINOL_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RETINOL_METABOLIC_PROCESS ADH1A ADH1B ADH1C ADH4 ADH6 ADH7 AKR1B1 AKR1B10 AKR1B15 AKR1C3 ALDH1A1 ALDH1A2 ALDH1A3 AWAT2 BCO1 CEL CYP1A1 CYP1A2 CYP1B1 CYP27C1 CYP2C18 CYP2C8 CYP2D6 CYP3A4 CYP3A5 CYP3A7 DGAT1 DGAT2 DHRS3 DHRS4 DHRS7 DHRS9 HSD17B6 LIPE LRAT PLB1 PNLIP PNPLA2 PNPLA4 RBP4 RDH10 RDH11 RDH12 RDH13 RDH14 RDH16 RDH5 RDH8 RETSAT RPE65 SDR16C5 SDR9C7 GOBP_RETROGRADE_AXONAL_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RETROGRADE_AXONAL_TRANSPORT ACTR10 AGBL4 AGTPBP1 CALY DLG2 DST DYNC1H1 FBXW11 HAP1 KIF1A KIF1C KIF5A KIF5B MAP1A MECP2 MGARP NDEL1 NEFL PAFAH1B1 SNAPIN SOD1 TMEM108 GOBP_RETROGRADE_NEURONAL_DENSE_CORE_VESICLE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RETROGRADE_NEURONAL_DENSE_CORE_VESICLE_TRANSPORT KIF1A KIF1C KIF5A KIF5B MECP2 GOBP_RETROGRADE_TRANSPORT_ENDOSOME_TO_GOLGI https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RETROGRADE_TRANSPORT_ENDOSOME_TO_GOLGI ANKFY1 ARFIP1 ARFRP1 ARL1 ASB15 ATP9A BAIAP3 BET1L BLTP3B CLN5 CLTC CLTCL1 DCTN1 DENND2A DENND5A EHD3 EIPR1 ERC1 EVI5 GBF1 GCC2 GGA1 GOLT1A GOLT1B GOSR1 HEATR5A HEATR5B LMAN1 LRRK2 MAGEL2 PHETA1 PHETA2 PIKFYVE PLEKHA3 PLEKHJ1 PREPL PRKN RAB29 RAB41 RAB6A RAB6B RAB6C RAB6D RAB7A RAB7B RAB9A RAB9B RBSN RCSD1 RGP1 RHOBTB3 RIC1 RNF126 SGSM2 SLC66A2 SNX1 SNX12 SNX2 SNX3 SNX32 SNX5 SNX6 SNX8 SPAG9 STX10 STX16 STX5 STX6 SURF4 TBC1D10A TBC1D10B TBC1D10C TBC1D14 TBC1D17 TBC1D23 TBC1D5 TMED9 TMEM87A TMEM87B TRAPPC10 TRIM27 UBE2O USP7 VAMP3 VPS26A VPS26B VPS29 VPS35 VPS50 VPS51 VPS52 VPS53 VPS54 VTI1A VTI1B WASH3P WASH6P WASHC1 WASHC2A WASHC2C WIPF3 YKT6 GOBP_RETROGRADE_TRANSPORT_VESICLE_RECYCLING_WITHIN_GOLGI https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RETROGRADE_TRANSPORT_VESICLE_RECYCLING_WITHIN_GOLGI COG1 COG2 COG3 COG4 COG5 COG6 COG7 COG8 GOLGA5 GOBP_RETROGRADE_TRANS_SYNAPTIC_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RETROGRADE_TRANS_SYNAPTIC_SIGNALING ABHD6 CNR1 DAG1 DAGLA FABP5 FARP1 GUCY1A1 NOS1 PLCB1 SYT4 GOBP_RETROGRADE_TRANS_SYNAPTIC_SIGNALING_BY_LIPID https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RETROGRADE_TRANS_SYNAPTIC_SIGNALING_BY_LIPID ABHD6 CNR1 DAGLA FABP5 PLCB1 GOBP_RETROGRADE_VESICLE_MEDIATED_TRANSPORT_GOLGI_TO_ENDOPLASMIC_RETICULUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RETROGRADE_VESICLE_MEDIATED_TRANSPORT_GOLGI_TO_ENDOPLASMIC_RETICULUM ARCN1 ARF3 ARF4 ARF5 ATP9A ATP9B BET1L BICD2 BNIP1 COG3 COG4 COG7 COPA COPB2 COPE COPG2 COPZ1 COPZ2 ERGIC1 ERGIC2 ERGIC3 GBF1 GOLPH3 GOLPH3L HTT KDELR1 KDELR2 KDELR3 KIF1C LMAN2 NBAS PICK1 PITPNB PLPP3 RAB33B RAB41 RAB6A RAB6B RAB6C RAB6D RER1 RINT1 SCFD1 SCYL1 SEC22B STX18 TAPBP TMED10 TMEM115 USE1 UVRAG ZW10 GOBP_RETROTRANSPOSON_SILENCING_BY_HETEROCHROMATIN_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RETROTRANSPOSON_SILENCING_BY_HETEROCHROMATIN_FORMATION DDX4 DNMT3L FKBP6 MAEL MORC1 MOV10L1 MYBL1 PIWIL1 PIWIL2 PIWIL4 SMYD5 TDRD1 TDRD12 TDRD5 TDRD9 GOBP_REVERSE_CHOLESTEROL_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REVERSE_CHOLESTEROL_TRANSPORT ABCA1 ABCA5 ABCG1 APOA1 APOA2 APOA4 APOC2 APOC3 APOE APOM CES1 CETP CLU LCAT LIPC LIPG MIR144 MIR19B1 MIR33A SCARB1 GOBP_REVERSIBLE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_REVERSIBLE_DIFFERENTIATION DNMT1 FGF9 MIR1-1 MIR140 MIR145 MIR182 MIR18A MIR214 MIR221 OLFM2 PDGFB SOD2 GOBP_RHODOPSIN_MEDIATED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RHODOPSIN_MEDIATED_SIGNALING_PATHWAY AIPL1 CAMKMT GNAT1 GRK1 GRK4 GRK7 GUCY2D GUCY2F NMT1 NMT2 RDH11 RHO RS1 SAG GOBP_RHOMBOMERE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RHOMBOMERE_DEVELOPMENT EGR2 GBX2 HOXA2 HOXB1 HOXB2 HOXB3 MAFB PAX6 GOBP_RHO_PROTEIN_SIGNAL_TRANSDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RHO_PROTEIN_SIGNAL_TRANSDUCTION ABCA1 ABL1 ABL2 ABRA ADGRG1 ADRA2A AGTR1 AKAP13 APOA1 APOC3 APOE ARHGAP1 ARHGAP20 ARHGAP29 ARHGAP35 ARHGAP4 ARHGAP42 ARHGAP5 ARHGAP6 ARHGDIA ARHGDIB ARHGDIG ARHGEF1 ARHGEF11 ARHGEF12 ARHGEF18 ARHGEF2 ARHGEF28 ARHGEF3 ARRB1 BCL6 BCR C15orf62 CCDC125 CDC42 CDC42EP1 CDC42EP2 CDC42EP3 CDC42EP4 CDC42EP5 CDC42SE1 CDC42SE2 CDH13 CELSR1 CFL1 CHUK COL1A2 COL3A1 CTNNAL1 CUL3 DLC1 EPS8 EPS8L1 EPS8L2 EPS8L3 F11R F2R F2RL1 F2RL2 F2RL3 FLCN FLOT1 GNA12 GNA13 GPR17 GPR174 GPR18 GPR199P GPR20 GPR35 GPR4 GPR55 GPR65 HACD3 HEG1 ITGA3 ITGB1 KANK1 KANK2 KCTD10 KCTD13 LIMK1 LPAR1 LPAR2 LPAR4 LPAR6 MCF2L MET MYO9B MYOC NET1 NGFR NRP1 NTN1 OPHN1 P2RY10 P2RY8 PDCD10 PDPN PHACTR4 PLEKHG5 PLEKHG7 PRAG1 PTH RAC1 RACGAP1 RAF1 RALBP1 RASIP1 RHOA RHOB RHOBTB1 RHOBTB2 RHOD RHOG RHOJ RHOU RHOV RIPOR1 RIPOR2 RIT2 ROBO1 ROCK1 ROCK2 ROPN1B RTKN RTN4R SCAI SHTN1 STARD13 STARD8 STMN1 SYNJ2BP SYNPO2L TAGAP TAX1BP3 TNFAIP1 WAS GOBP_RHYTHMIC_BEHAVIOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RHYTHMIC_BEHAVIOR ADORA1 ADORA2A ADRB1 BTBD9 C3orf70 CHRNB2 CIART CRH CSF2 CSNK1E DRD2 EGR1 EGR2 FXR1 GHRH GHRL GPR157 GPR176 HCRTR2 ID2 KCNA2 KCND2 KCNQ1 MC3R MTA1 MTNR1B MTOR NAGLU NCOA2 NCOR1 NLGN1 NMS NPS NR1D1 NR1D2 OPRL1 PARP1 PER3 PTEN PTGDS TH TP53 USP2 ZFHX3 GOBP_RHYTHMIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RHYTHMIC_PROCESS A2M AANAT ADAMTS1 ADCY1 ADIPOQ ADNP ADORA1 ADORA2A ADRB1 AFP AGRP AHR AMH ANXA1 ASS1 ATF4 ATF5 ATG7 ATOH7 AXL BHLHE40 BHLHE41 BMAL1 BMAL2 BMPR1B BTBD9 BTRC C3orf70 CA12 CARTPT CASP2 CASP3 CAVIN3 CBX3 CCAR2 CDK1 CDK5 CDK5R1 CGA CHRNA7 CHRNB2 CIART CIPC CLDN4 CLOCK CREB1 CREBBP CREM CRH CRTC1 CRY1 CRY2 CSF2 CSNK1D CSNK1E CSNK2A1 CUL4A CYP1B1 DBP DDB1 DDX5 DHX9 DNM1L DRD2 DRD3 DRD4 DTL DYRK1A EGR1 EGR3 ENOX1 ENOX2 EP300 EREG ESR1 EZH2 F7 FBXL17 FBXL21P FBXL3 FBXW11 FBXW7 FSHB FSHR FXR1 FZD4 GABRB1 GAS2 GDF10 GDF9 GFPT1 GHRH GHRL GNA11 GNAQ GPR149 GPR157 GPR176 GRIN3A GSK3B HAS2 HCRTR2 HDAC1 HDAC2 HDAC3 HEBP1 HES7 HLF HNF4A HNRNPD HNRNPR HNRNPU HOMER1 HTR7 HUWE1 ID1 ID2 ID3 ID4 IGF1R IMPDH2 INHBA KAT2B KAT5 KCNA2 KCND2 KCNH7 KDM2A KDM5A KDM5B KDM5C KDM8 KISS1 KLF10 KLF9 KMT2A LEP LGR4 LHCGR MAGED1 MAGEL2 MAP2K6 MAPK10 MAPK8 MAPK9 MC3R MDK METTL3 MMP2 MSTN MTA1 MTNR1A MTNR1B MTOR MTTP MYBBP1A MYCBP2 NAGLU NAMPT NCOA1 NCOA2 NCOR1 NCOR2 NDUFA9 NFIL3 NFILZ NFKB2 NFYA NGFR NHLH2 NKX2-1 NLGN1 NMS NOCT NONO NOS2 NOS3 NOTCH1 NPAS2 NPPC NPR2 NPS NPY5R NR0B2 NR1D1 NR1D2 NR1H3 NR2F6 NR5A1 NRIP1 NTRK1 NTRK2 NUDT12 OGT OPN3 OPN4 OPN5 OPRK1 OPRL1 OXTR PARP1 PASD1 PCNA PDE6B PDGFRA PER1 PER2 PER3 PGR PHLPP1 PIWIL2 PLEKHA1 PML PPARA PPARG PPARGC1A PPP1CA PPP1CB PPP1CC PRKAA1 PRKAA2 PRKCG PRKDC PRKG1 PRMT5 PROK2 PROKR1 PROKR2 PROX1 PSPC1 PTEN PTGDS PTN PTPRN PTX3 RACK1 RAI1 RBM4 RBM4B RELB RETN ROBO2 ROCK2 RORA RORB RORC RPE65 SCAPER SCN11A SCN9A SERPINF1 SETX SFPQ SGPL1 SIAH2 SIK1 SIN3A SIRT1 SIRT6 SLC26A6 SLC6A4 SLIT2 SLIT3 SOX14 SP1 SPSB4 SRC SREBF1 SRRD STAT5B SUV39H1 SUV39H2 TARDBP TEF TGFB2 TGFB3 TH THRAP3 TIMELESS TNF TNFAIP6 TNFRSF11A TOP1 TOP2A TP53 TPH1 TWIST1 TYMS TYRO3 UBE3A USP2 USP7 USP9X ZFHX3 ZNF830 ZP3 ZPBP2 GOBP_RIBOFLAVIN_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RIBOFLAVIN_METABOLIC_PROCESS FLAD1 RFK SLC52A1 SLC52A2 SLC52A3 GOBP_RIBOFLAVIN_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RIBOFLAVIN_TRANSPORT ABCG2 RTBDN SLC22A14 SLC52A1 SLC52A2 SLC52A3 GOBP_RIBONUCLEOPROTEIN_COMPLEX_BIOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RIBONUCLEOPROTEIN_COMPLEX_BIOGENESIS AAR2 AATF ABCE1 ABT1 ADAR AGO1 AGO2 AGO3 AGO4 ATM ATR BMS1 BOP1 BRIX1 BUD13 BUD23 BYSL C1D C1QBP C1orf109 C1orf131 CD2BP2 CDC73 CELF1 CELF2 CELF3 CELF4 CELF5 CELF6 CHD7 CINP CLNS1A CLP1 COIL CPSF6 CPSF7 CRNKL1 CUL4A CUL4B DAPL1 DCAF13 DDX1 DDX10 DDX17 DDX18 DDX20 DDX21 DDX23 DDX27 DDX28 DDX31 DDX39B DDX3X DDX46 DDX47 DDX49 DDX51 DDX52 DDX54 DDX56 DENR DHX29 DHX30 DHX37 DHX9 DICER1 DIMT1 DIS3 DKC1 DNTTIP2 DROSHA EBNA1BP2 EFL1 EIF1AX EIF2A EIF2D EIF2S2 EIF2S3 EIF2S3B EIF3A EIF3B EIF3C EIF3CL EIF3D EIF3E EIF3F EIF3G EIF3H EIF3I EIF3J EIF3K EIF3L EIF3M EIF4A3 EIF5 EIF5B EIF6 EMG1 ENSG00000275464 ERAL1 ERCC2 ERI1 ERI2 ERI3 ESF1 EXOSC1 EXOSC10 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 FASTKD2 FBL FBLL1 FCF1 FDXACB1 FRG1 FTSJ3 GAR1 GCFC2 GEMIN2 GEMIN4 GEMIN5 GEMIN6 GEMIN7 GEMIN8 GLUL GNL2 GNL3L GRWD1 GTF2H5 GTF3A GTPBP10 GTPBP4 HABP4 HEATR1 HEATR3 HSP90AA1 HSP90AB1 HTATSF1 IMP3 IMP4 ISG20 ISG20L2 ISY1 KAT2B KHDC4 KRI1 KRR1 LAS1L LSG1 LSM2 LSM4 LSM6 LTO1 LTV1 LUC7L LUC7L2 LUC7L3 LYAR MAK16 MALSU1 MCTS1 MCTS2 MDN1 METTL15 METTL15P1 METTL16 METTL17 METTL18 METTL25B METTL5 MPHOSPH10 MPHOSPH6 MPV17L2 MRM1 MRM2 MRM3 MRPL20 MRPL44 MRPS2 MRPS7 MRTO4 MTERF3 MTERF4 MTG2 MTREX MYBBP1A NAF1 NAT10 NCBP1 NGDN NGRN NHP2 NIFK NIP7 NLE1 NMD3 NOA1 NOB1 NOC2L NOC4L NOL10 NOL11 NOL3 NOL6 NOL7 NOL8 NOL9 NOLC1 NOM1 NOP10 NOP14 NOP16 NOP2 NOP53 NOP56 NOP58 NOP9 NOPCHAP1 NPM1 NPM3 NSA2 NSUN3 NSUN4 NSUN5 NSUN5P1 NSUN5P2 NUDT16 NUDT21 NUFIP1 NUP88 NVL OVAAL PA2G4 PAK1IP1 PDCD11 PELP1 PES1 PHF5A PIH1D1 PIH1D2 PIN4 PNO1 POLR2D POP4 POP5 POP7 PPAN PRKDC PRKRA PRMT5 PRMT7 PRPF18 PRPF19 PRPF3 PRPF31 PRPF39 PRPF6 PRPF8 PSIP1 PTBP2 PTGES3 PUF60 PWP1 PWP2 RAMAC RAMACL RAN RBFA RBIS RBM34 RBM5 RBMX2 RCL1 REXO4 RIOK1 RIOK2 RIOK3 RIOX2 RMRP RNASEL RNU1-4 RNU11 RNU2-1 RNU4-1 RNU4-2 RNU4ATAC RNU5A-1 RNU5B-1 RNU5D-1 RNU5E-1 RNU5F-1 RNU6-1 RNU6-7 RNU6-9 RNU6ATAC RNVU1-1 RNVU1-14 RNVU1-15 RNVU1-17 RNVU1-19 RNVU1-2A RNVU1-3 RNVU1-4 RNVU1-6 RNVU1-7 RNVU1-8 RPF1 RPF2 RPL10 RPL10A RPL10L RPL11 RPL13A RPL14 RPL23A RPL24 RPL26 RPL26L1 RPL27 RPL35 RPL35A RPL38 RPL5 RPL6 RPL7 RPL7A RPL7L1 RPLP0 RPLP0P6 RPP25 RPP30 RPP38 RPP40 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS19 RPS19BP1 RPS21 RPS23 RPS24 RPS25 RPS27 RPS27L RPS28 RPS3A RPS4X RPS5 RPS6 RPS7 RPS8 RPS9 RPSA RPSA2 RPUSD1 RPUSD2 RPUSD4 RRN3 RRP1 RRP12 RRP15 RRP1B RRP36 RRP7A RRP7BP RRP8 RRP9 RRS1 RSL1D1 RSL24D1 RSRP1 RUVBL1 RUVBL2 SART1 SART3 SBDS SCAF11 SDAD1 SDE2 SERBP1 SETX SF1 SF3A1 SF3A2 SF3A3 SF3B1 SF3B2 SF3B3 SF3B4 SF3B5 SF3B6 SFSWAP SHQ1 SIRT7 SLU7 SLX9 SMN1 SMN2 SNIP1 SNRNP200 SNRPA1 SNRPB SNRPB2 SNRPC SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SNRPGP15 SNU13 SPATA5 SPATA5L1 SRFBP1 SRPK1 SRPK2 SRPK3 SRSF1 SRSF10 SRSF12 SRSF5 SRSF6 SRSF9 STRAP SURF6 SUV39H1 TAF12-DT TAF9 TARBP2 TBL3 TENT4B TFB1M TFB2M TGS1 TMA16 TRAF7 TRMT112 TRMT2B TRMT61B TSC1 TSR1 TSR2 TSR3 TSSC4 TXNL4A URB1 URB2 USP16 USP36 USP39 USP4 UTP11 UTP14A UTP14C UTP15 UTP18 UTP20 UTP23 UTP25 UTP3 UTP4 UTP6 VCX WBP11 WDR12 WDR18 WDR3 WDR36 WDR43 WDR46 WDR55 WDR74 WDR75 WDR77 WEE2-AS1 XAB2 XPO1 XRCC5 XRN2 YBEY YJU2 YTHDC1 YTHDF2 ZCCHC4 ZNF593 ZNF622 ZNF658 ZNHIT3 ZNHIT6 ZRSR2 GOBP_RIBONUCLEOPROTEIN_COMPLEX_LOCALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RIBONUCLEOPROTEIN_COMPLEX_LOCALIZATION AKAP8L IWS1 NSUN2 PRPF31 RIOK2 SETD2 SUPT6H TPR WNK1 GOBP_RIBONUCLEOSIDE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RIBONUCLEOSIDE_CATABOLIC_PROCESS ADA ADA2 ADAL AICDA APOBEC1 APOBEC2 APOBEC3A APOBEC3B APOBEC3C APOBEC3D APOBEC3F APOBEC3G APOBEC3H CDA CDADC1 ENPP4 PNP UPP1 UPP2 XDH GOBP_RIBONUCLEOSIDE_DIPHOSPHATE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RIBONUCLEOSIDE_DIPHOSPHATE_BIOSYNTHETIC_PROCESS AK1 AK2 AK3 AK4 AK5 CAD CMPK1 DHODH UMPS GOBP_RIBONUCLEOSIDE_DIPHOSPHATE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RIBONUCLEOSIDE_DIPHOSPHATE_CATABOLIC_PROCESS ENTPD2 ENTPD4 ENTPD5 ENTPD7 NT5E NUDT18 NUDT5 NUDT9 GOBP_RIBONUCLEOSIDE_DIPHOSPHATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RIBONUCLEOSIDE_DIPHOSPHATE_METABOLIC_PROCESS AK1 AK2 AK3 AK4 AK5 BAD CAD CARD11 CASK CMPK1 DHODH DLG1 DLG2 ENTPD2 ENTPD4 ENTPD5 ENTPD7 GUK1 LRGUK MAGI3 MPP1 NT5E NUDT18 NUDT5 NUDT9 RRM1 RRM2 RRM2B TJP2 UMPS GOBP_RIBONUCLEOSIDE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RIBONUCLEOSIDE_METABOLIC_PROCESS ACP3 ADA ADA2 ADAL ADK AICDA APOBEC1 APOBEC2 APOBEC3A APOBEC3B APOBEC3C APOBEC3D APOBEC3F APOBEC3G APOBEC3H APRT CDA CDADC1 DGUOK ENPP4 GNMT HPRT1 ICMT MTAP NT5C1A NT5C1B NT5C2 NT5E PGM2 PNP PRTFDC1 PTGDR UPP1 UPP2 XDH GOBP_RIBONUCLEOSIDE_MONOPHOSPHATE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RIBONUCLEOSIDE_MONOPHOSPHATE_BIOSYNTHETIC_PROCESS ADA ADK ADSL ADSS1 ADSS2 AMPD1 AMPD2 AMPD3 APRT ATIC CAD CDA CMPK1 DCK DHODH GART GMPS HPRT1 IMPDH1 IMPDH2 NUDT2 PAICS PFAS PPAT PRPS1 PRPS1L1 PRPS2 RFK UCK1 UCK2 UCKL1 UMPS UPP1 UPP2 UPRT GOBP_RIBONUCLEOSIDE_MONOPHOSPHATE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RIBONUCLEOSIDE_MONOPHOSPHATE_CATABOLIC_PROCESS ADA AMPD3 DPYD DPYS GDA HPRT1 NT5C NT5C1A NT5C2 NT5E PNP PRTFDC1 UPB1 UPP1 XDH GOBP_RIBONUCLEOSIDE_MONOPHOSPHATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RIBONUCLEOSIDE_MONOPHOSPHATE_METABOLIC_PROCESS ADA ADK ADSL ADSS1 ADSS2 AK1 AK2 AK3 AK4 AMPD1 AMPD2 AMPD3 APRT ATIC CAD CARD11 CASK CDA CMPK1 DCK DHODH DLG1 DLG2 DPYD DPYS GART GDA GMPR2 GMPS GUK1 HPRT1 IMPDH1 IMPDH2 LRGUK MAGI3 MPP1 NT5C NT5C1A NT5C2 NT5E NUDT2 PAICS PFAS PNP PPAT PRPS1 PRPS1L1 PRPS2 PRTFDC1 RFK TJP2 UCK1 UCK2 UCKL1 UMPS UPB1 UPP1 UPP2 UPRT XDH GOBP_RIBONUCLEOTIDE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RIBONUCLEOTIDE_CATABOLIC_PROCESS ABCD1 ACAT1 ACOT7 ADA AMPD3 DPYD DPYS ENTPD4 ENTPD5 ENTPD7 FITM2 GDA HINT1 HPRT1 ITPA MLYCD NT5C NT5C1A NT5C2 NT5E NUDT10 NUDT11 NUDT18 NUDT19 NUDT3 NUDT4 NUDT4B NUDT7 NUDT8 NUDT9 PDE10A PDE1A PDE2A PDE4A PDE4B PDE4C PDE4D PDE5A PDE7A PDE7B PDE8A PDE8B PDE9A PNP PRTFDC1 SUCLA2 SUCLG1 SUCLG2 UPB1 UPP1 VNN1 XDH GOBP_RIBOSE_PHOSPHATE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RIBOSE_PHOSPHATE_BIOSYNTHETIC_PROCESS ACACA ACACB ACAT1 ACLY ACOT7 ACSBG1 ACSBG2 ACSF3 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 ACSS1 ACSS2 ADA ADCY1 ADCY10 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ADK ADSL ADSS1 ADSS2 AK1 AK2 AK3 AK4 AK5 ALDOA AMPD1 AMPD2 AMPD3 ANTKMT APRT ATIC ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5F1EP2 ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5MGL ATP5MJ ATP5MK ATP5PB ATP5PD ATP5PF ATP5PO ATP6V0C ATP6V1A ATPSCKMT CAD CDA CMPK1 COASY COX11 CTPS1 CTPS2 DCAKD DCK DHODH DIP2A DLAT DLD DMAC2L DNAJC30 ELOVL1 ELOVL2 ELOVL3 ELOVL4 ELOVL5 ELOVL6 ELOVL7 ENO1 FLCN G6PD GART GCDH GMPS GUCY1A1 GUCY1A2 GUCY1B1 GUCY2C GUCY2D GUCY2F H19 HACD1 HACD2 HPRT1 HSD17B12 HTD2 IL4 IMPDH1 IMPDH2 LDHC LIPA MIR675 MLYCD MMUT MPC2 MT-ATP6 MT-ATP8 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MTHFD1 NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA3 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFB1 NDUFB10 NDUFB11 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 NME1 NME2 NME2P1 NME3 NME4 NME5 NME6 NME7 NME9 NPPA NPPB NPPC NPR1 NPR2 NUDT2 PAICS PANK1 PANK2 PANK3 PANK4 PAPSS1 PAPSS2 PARP1 PDHA1 PDHA2 PDHB PDHX PDK1 PDK2 PDK3 PDK4 PFAS PID1 PINK1 PPARA PPARGC1A PPAT PPCDC PPCS PPT1 PPT2 PRKAG2 PRPS1 PRPS1L1 PRPS2 PRPSAP1 PRPSAP2 PYGL RFK SDHA SDHB SDHC SDHD SLC25A1 SLC25A13 SLC25A16 SLC27A2 SNCA SPHK2 STOML2 TAFAZZIN TECR TGFB1 TMSB4X TREM2 UCK1 UCK2 UCKL1 UMPS UPP1 UPP2 UPRT UQCC3 VCP VPS9D1 GOBP_RIBOSE_PHOSPHATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RIBOSE_PHOSPHATE_METABOLIC_PROCESS AADAT AASS ABCC6 ABCD1 ABHD14B ACACA ACACB ACAT1 ACLY ACOT1 ACOT11 ACOT12 ACOT2 ACOT4 ACOT6 ACOT7 ACOT8 ACOT9 ACSBG1 ACSBG2 ACSF2 ACSF3 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 ACSM1 ACSM2A ACSM2B ACSM3 ACSM4 ACSM5 ACSM6 ACSS1 ACSS2 ADA ADCY1 ADCY10 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ADK ADSL ADSS1 ADSS2 AK1 AK2 AK3 AK4 AK5 ALDOA AMPD1 AMPD2 AMPD3 ANTKMT APRT ATIC ATP1A2 ATP1B1 ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5F1EP2 ATP5IF1 ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5MGL ATP5MJ ATP5MK ATP5PB ATP5PD ATP5PF ATP5PO ATP6V0C ATP6V1A ATP6V1B1 ATP6V1B2 ATPSCKMT BAAT BAD BEND3 BPNT1 CACNB4 CAD CARD11 CASK CDA CLPX CMPK1 COASY COX11 CROT CTNS CTPS1 CTPS2 DCAKD DCK DGAT1 DGAT2 DHODH DIP2A DLAT DLD DLG1 DLG2 DLST DMAC2L DNAJC30 DNM1L DPYD DPYS EFL1 ELOVL1 ELOVL2 ELOVL3 ELOVL4 ELOVL5 ELOVL6 ELOVL7 ENO1 ENPP1 ENPP3 ENSG00000205794 ENTPD4 ENTPD5 ENTPD7 EPHA2 FAR1 FAR2 FIGNL1 FIS1 FITM2 FLCN G6PD GART GCDH GDA GIMAP7 GLYAT GMPR2 GMPS GNAI3 GPAM GPAT4 GTPBP1 GUCY1A1 GUCY1A2 GUCY1B1 GUCY2C GUCY2D GUCY2F GUK1 H19 HACD1 HACD2 HINT1 HMGCR HMGCS1 HMGCS2 HPRT1 HSD17B12 HSD17B4 HSPA1A HSPA1B HSPA8 HTD2 IL4 IMPDH1 IMPDH2 ITPA LDHC LIPA LRGUK LRRK2 MAGI3 MCCC2 MCEE MFN1 MIR675 MLYCD MMUT MPC2 MPP1 MT-ATP6 MT-ATP8 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MTHFD1 MVD MVK MYH3 MYH4 MYH6 MYH7 MYH8 NADK NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA3 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFB1 NDUFB10 NDUFB11 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 NME1 NME2 NME2P1 NME3 NME4 NME5 NME6 NME7 NME9 NMNAT1 NPPA NPPB NPPC NPR1 NPR2 NT5C NT5C1A NT5C2 NT5E NUDT10 NUDT11 NUDT14 NUDT18 NUDT19 NUDT2 NUDT3 NUDT4 NUDT4B NUDT5 NUDT7 NUDT8 NUDT9 OGDH OLA1 OPA1 OXSM PAICS PANK1 PANK2 PANK3 PANK4 PAPSS1 PAPSS2 PARG PARP1 PDE10A PDE1A PDE2A PDE4A PDE4B PDE4C PDE4D PDE5A PDE7A PDE7B PDE8A PDE8B PDE9A PDHA1 PDHA2 PDHB PDHX PDK1 PDK2 PDK3 PDK4 PFAS PID1 PINK1 PIPOX PMVK PNP PPARA PPARGC1A PPAT PPCDC PPCS PPT1 PPT2 PRKAG2 PRPS1 PRPS1L1 PRPS2 PRPSAP1 PRPSAP2 PRTFDC1 PTH PTHLH PYGL RAB23 RAN RFK RHOQ RNASEH2B RORA SDHA SDHB SDHC SDHD SLC25A1 SLC25A13 SLC25A16 SLC25A25 SLC27A2 SNCA SPHK2 STOML2 SUCLA2 SUCLG1 SUCLG2 SULT1A1 SULT1A2 SULT1A3 SULT1A4 SULT1B1 SULT1C3 SULT1C4 SULT1E1 SULT2A1 SULT2B1 TAFAZZIN TDO2 TECR TGFB1 THEM5 TJP2 TMSB4X TPST1 TPST2 TREM2 TSPO UCK1 UCK2 UCKL1 UMPS UPB1 UPP1 UPP2 UPRT UQCC3 VCP VNN1 VPS9D1 XDH GOBP_RIBOSOMAL_LARGE_SUBUNIT_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RIBOSOMAL_LARGE_SUBUNIT_ASSEMBLY BOP1 BRIX1 DDX28 DHX30 FASTKD2 MDN1 MRM2 MRPL20 MRTO4 NLE1 NOP2 NOP53 PPAN RPF2 RPL10 RPL10L RPL11 RPL23A RPL24 RPL38 RPL5 RPL6 RPLP0 RPLP0P6 RRS1 TRAF7 GOBP_RIBOSOMAL_LARGE_SUBUNIT_BIOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RIBOSOMAL_LARGE_SUBUNIT_BIOGENESIS BOP1 BRIX1 C1orf109 CINP DDX18 DDX28 DHX30 EBNA1BP2 EIF6 FASTKD2 FTSJ3 GTF3A GTPBP4 HEATR3 LAS1L LTO1 MAK16 MALSU1 MDN1 MRM2 MRPL20 MRTO4 NHP2 NIFK NIP7 NLE1 NOC2L NOL9 NOP16 NOP2 NOP53 NPM1 NSA2 NVL PAK1IP1 PES1 PPAN RBM34 RPF1 RPF2 RPL10 RPL10A RPL10L RPL11 RPL14 RPL23A RPL24 RPL26 RPL26L1 RPL35 RPL35A RPL38 RPL5 RPL6 RPL7 RPL7A RPL7L1 RPLP0 RPLP0P6 RRP15 RRS1 RSL1D1 RSL24D1 SDAD1 SNU13 SPATA5 SPATA5L1 SURF6 TMA16 TRAF7 URB1 WDR12 WDR74 ZNF622 ZNHIT3 ZNHIT6 GOBP_RIBOSOMAL_LARGE_SUBUNIT_EXPORT_FROM_NUCLEUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RIBOSOMAL_LARGE_SUBUNIT_EXPORT_FROM_NUCLEUS MDN1 NMD3 NPM1 NUP88 RAN SDAD1 XPO1 GOBP_RIBOSOMAL_SMALL_SUBUNIT_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RIBOSOMAL_SMALL_SUBUNIT_ASSEMBLY ABT1 ENSG00000275464 ERAL1 MRPS7 PRKDC PWP2 RPL38 RPS14 RPS15 RPS19 RPS27 RPS27L RPS28 RPS5 RPSA RPSA2 RRP7A RRP7BP XRCC5 GOBP_RIBOSOMAL_SMALL_SUBUNIT_BIOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RIBOSOMAL_SMALL_SUBUNIT_BIOGENESIS AATF ABT1 BMS1 BYSL C1orf131 DCAF13 DDX52 DHX37 DIMT1 DNTTIP2 EMG1 ENSG00000275464 ERAL1 ERCC2 EXOSC10 FBL FCF1 GTF2H5 HEATR1 IMP3 IMP4 KRI1 KRR1 LSM6 LTV1 METTL17 MPHOSPH10 MRPS7 NAT10 NGDN NOB1 NOL10 NOL11 NOL6 NOL7 NOM1 NOP14 NOP56 NOP58 NOP9 NPM1 PNO1 PRKDC PWP2 RCL1 RIOK1 RIOK2 RIOK3 RPL38 RPP40 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS19 RPS19BP1 RPS21 RPS23 RPS24 RPS25 RPS27 RPS27L RPS28 RPS3A RPS4X RPS5 RPS6 RPS7 RPS8 RPS9 RPSA RPSA2 RRP36 RRP7A RRP7BP RRP9 RRS1 SLX9 SNU13 SRFBP1 SURF6 TBL3 TSR1 TSR2 TSR3 UTP11 UTP15 UTP18 UTP20 UTP23 UTP25 UTP3 UTP4 UTP6 WDR3 WDR36 WDR43 WDR46 WDR75 XRCC5 GOBP_RIBOSOMAL_SMALL_SUBUNIT_EXPORT_FROM_NUCLEUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RIBOSOMAL_SMALL_SUBUNIT_EXPORT_FROM_NUCLEUS LTV1 NOP9 NPM1 NUP88 RAN RIOK2 RPS15 XPO1 GOBP_RIBOSOMAL_SUBUNIT_EXPORT_FROM_NUCLEUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RIBOSOMAL_SUBUNIT_EXPORT_FROM_NUCLEUS ABCE1 EIF6 LSG1 LTV1 MDN1 NMD3 NOP9 NPM1 NUP88 RAN RIOK2 RPS15 SDAD1 XPO1 GOBP_RIBOSOME_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RIBOSOME_ASSEMBLY ABT1 BOP1 BRIX1 C1QBP DDX28 DDX3X DHX29 DHX30 DHX37 EFL1 EIF1AX EIF2A EIF5 EIF5B EIF6 ENSG00000275464 ERAL1 FASTKD2 MDN1 MPV17L2 MRM2 MRPL20 MRPS2 MRPS7 MRTO4 MTERF3 MTERF4 NGRN NIP7 NLE1 NOA1 NOP2 NOP53 NPM1 PPAN PRKDC PWP2 RPF2 RPL10 RPL10L RPL11 RPL23A RPL24 RPL38 RPL5 RPL6 RPLP0 RPLP0P6 RPS14 RPS15 RPS19 RPS27 RPS27L RPS28 RPS5 RPSA RPSA2 RRP7A RRP7BP RRS1 SBDS TRAF7 VCX XRCC5 GOBP_RIBOSOME_ASSOCIATED_UBIQUITIN_DEPENDENT_PROTEIN_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RIBOSOME_ASSOCIATED_UBIQUITIN_DEPENDENT_PROTEIN_CATABOLIC_PROCESS ASCC2 ASCC3 LTN1 NEMF RNF10 TRIP4 ZNF598 GOBP_RIBOSOME_BIOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RIBOSOME_BIOGENESIS AATF ABCE1 ABT1 BMS1 BOP1 BRIX1 BUD23 BYSL C1D C1QBP C1orf109 C1orf131 CHD7 CINP CUL4A CUL4B DAPL1 DCAF13 DDX10 DDX17 DDX18 DDX21 DDX27 DDX28 DDX31 DDX3X DDX47 DDX49 DDX51 DDX52 DDX54 DDX56 DHX29 DHX30 DHX37 DIMT1 DIS3 DKC1 DNTTIP2 DROSHA EBNA1BP2 EFL1 EIF1AX EIF2A EIF4A3 EIF5 EIF5B EIF6 EMG1 ENSG00000275464 ERAL1 ERCC2 ERI1 ERI2 ERI3 ESF1 EXOSC1 EXOSC10 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 FASTKD2 FBL FBLL1 FCF1 FDXACB1 FRG1 FTSJ3 GAR1 GEMIN4 GLUL GNL2 GNL3L GRWD1 GTF2H5 GTF3A GTPBP10 GTPBP4 HABP4 HEATR1 HEATR3 IMP3 IMP4 ISG20 ISG20L2 KAT2B KRI1 KRR1 LAS1L LSG1 LSM6 LTO1 LTV1 LYAR MAK16 MALSU1 MDN1 METTL15 METTL15P1 METTL16 METTL17 METTL18 METTL25B METTL5 MPHOSPH10 MPHOSPH6 MPV17L2 MRM1 MRM2 MRM3 MRPL20 MRPL44 MRPS2 MRPS7 MRTO4 MTERF3 MTERF4 MTG2 MTREX MYBBP1A NAF1 NAT10 NGDN NGRN NHP2 NIFK NIP7 NLE1 NMD3 NOA1 NOB1 NOC2L NOC4L NOL10 NOL11 NOL6 NOL7 NOL8 NOL9 NOLC1 NOM1 NOP10 NOP14 NOP16 NOP2 NOP53 NOP56 NOP58 NOP9 NPM1 NPM3 NSA2 NSUN3 NSUN4 NSUN5 NSUN5P1 NSUN5P2 NUDT16 NUP88 NVL PA2G4 PAK1IP1 PDCD11 PELP1 PES1 PIH1D1 PIH1D2 PIN4 PNO1 POP4 POP5 POP7 PPAN PRKDC PWP1 PWP2 RAN RBFA RBIS RBM34 RCL1 REXO4 RIOK1 RIOK2 RIOK3 RIOX2 RMRP RNASEL RPF1 RPF2 RPL10 RPL10A RPL10L RPL11 RPL14 RPL23A RPL24 RPL26 RPL26L1 RPL27 RPL35 RPL35A RPL38 RPL5 RPL6 RPL7 RPL7A RPL7L1 RPLP0 RPLP0P6 RPP25 RPP30 RPP38 RPP40 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS19 RPS19BP1 RPS21 RPS23 RPS24 RPS25 RPS27 RPS27L RPS28 RPS3A RPS4X RPS5 RPS6 RPS7 RPS8 RPS9 RPSA RPSA2 RPUSD1 RPUSD2 RPUSD4 RRN3 RRP1 RRP12 RRP15 RRP1B RRP36 RRP7A RRP7BP RRP8 RRP9 RRS1 RSL1D1 RSL24D1 SART1 SBDS SDAD1 SDE2 SERBP1 SHQ1 SIRT7 SLX9 SNU13 SPATA5 SPATA5L1 SRFBP1 SURF6 SUV39H1 TBL3 TENT4B TFB1M TFB2M TMA16 TRAF7 TRMT112 TRMT2B TRMT61B TSC1 TSR1 TSR2 TSR3 URB1 URB2 USP16 USP36 UTP11 UTP14A UTP14C UTP15 UTP18 UTP20 UTP23 UTP25 UTP3 UTP4 UTP6 VCX WBP11 WDR12 WDR18 WDR3 WDR36 WDR43 WDR46 WDR55 WDR74 WDR75 XPO1 XRCC5 XRN2 YBEY YTHDF2 ZCCHC4 ZNF593 ZNF622 ZNF658 ZNHIT3 ZNHIT6 GOBP_RIBOSOME_DISASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RIBOSOME_DISASSEMBLY ABCE1 ASCC2 ASCC3 DENR EIF2D GFM2 HBS1L MCTS1 MRRF MTIF2 MTIF3 PELO TRIP4 GOBP_RIGHTING_REFLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RIGHTING_REFLEX AFG3L2 ALDH1A3 GLRA1 GLRB NPSR1 SHANK1 SLC1A1 USP46 GOBP_RIG_I_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RIG_I_SIGNALING_PATHWAY ANKRD17 BIRC2 BIRC3 C1QBP CLPB DDX60 DHX58 GPATCH3 LSM14A NLRX1 NOP53 NPLOC4 OAS3 OASL PHB1 PHB2 PUM1 PUM2 RIGI RNF125 RNF135 SEC14L1 TRIM15 TRIM25 UFD1 USP15 USP17L2 ZCCHC3 GOBP_RISC_COMPLEX_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RISC_COMPLEX_ASSEMBLY ADAR AGO1 AGO2 AGO3 AGO4 CLP1 DHX9 DICER1 PRKRA TARBP2 GOBP_RNA_3_END_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RNA_3_END_PROCESSING AHCYL1 APLP1 APP BARD1 CDC73 CDK9 CLP1 CPSF1 CPSF2 CPSF3 CPSF6 CPSF7 CSTF1 CSTF2 CSTF2T CSTF3 DHX36 DKC1 ELAC1 ELAC2 ERI1 ERI2 ERI3 EXOSC10 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 FBL FBLL1 GRSF1 HSD17B10 INTS1 INTS12 INTS14 INTS2 INTS5 INTS6 INTS6L INTS7 INTS8 INTS9 LARP7 LEO1 LIN28A LIN28B LSM10 LSM11 MBLAC1 MTPAP NCBP1 NCBP2 NUDT21 PABPC1 PAF1 PAPOLA PAPOLB PAPOLG PARN PCF11 PNPT1 POLR2D PTCD1 RPRD1A RPRD1B RPRD2 RPS21 SAGE1 SAGE2P SCAF8 SLBP SSB SSU72 SSU72L1 SSU72L2 SSU72L3 SSU72L4 SSU72L5 SSU72L6 SUPV3L1 SYMPK TENT2 TENT4A TENT4B TOE1 TRMT10C TRNT1 TUT1 TUT4 TUT7 USB1 VIRMA WDR33 YTHDC1 ZC3H14 ZC3H3 ZFP36L1 ZNF473 GOBP_RNA_3_URIDYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RNA_3_URIDYLATION LIN28A TENT4A TENT4B TUT4 TUT7 GOBP_RNA_5_END_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RNA_5_END_PROCESSING ABT1 HSD17B10 NOP14 NOP9 PNPT1 POP1 POP4 POP5 POP7 PRORP RPP14 RPP21 RPP25 RPP25L RPP30 RPP38 RPP40 SSB TBL3 THG1L TRMT10C UTP20 GOBP_RNA_CAPPING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RNA_CAPPING ABT1 CMTR1 CMTR2 HSD17B10 NCBP1 NCBP3 NOP14 NOP9 POP1 POP4 POP5 POP7 PRORP RAMAC RAMACL RNGTT RNMT RPP14 RPP21 RPP25 RPP25L RPP30 RPP38 RPP40 SNRPB SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SSB TBL3 TGS1 THG1L TRMT10C UTP20 GOBP_RNA_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RNA_CATABOLIC_PROCESS A1CF AGO1 AGO2 AGO3 AGO4 AKT1 ALKBH5 ANG ANGEL2 APEX1 APOBEC1 ATM AXIN2 BOLL BTG2 CACNG7 CALCR CAPRIN1 CARHSP1 CASC3 CELF1 CIRBP CNOT1 CNOT10 CNOT11 CNOT2 CNOT3 CNOT4 CNOT6 CNOT6L CNOT7 CNOT8 CNOT9 CPEB3 CSDC2 CSDE1 CTIF DAZ1 DAZ2 DAZ3 DAZ4 DAZL DCP1A DCP1B DCP2 DCPS DDX49 DDX5 DEDD2 DHX34 DHX36 DHX9 DICER1 DIS3 DIS3L DIS3L2 DKC1 DNA2 DND1 DNM3OS DXO E2F1 EDC3 EDC4 EIF3E EIF4A3 EIF4ENIF1 ELAC2 ELAVL1 ELAVL4 ELOB ELOC ERI1 ERN1 ERN2 ETF1 EXOSC1 EXOSC10 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 FASTK FASTKD1 FASTKD2 FASTKD3 FASTKD5 FEN1 FMR1 FTO FUS FXR1 FXR2 GAS5 GDNF GIGYF2 GRSF1 GSPT1 GSPT2 GTPBP1 HBS1L HNRNPA0 HNRNPAB HNRNPC HNRNPD HNRNPR HNRNPU HSPA1A HSPA1B IGF2BP1 IGF2BP2 IGF2BP3 IKBKE IREB2 ISG20 KCNQ1OT1 KHSRP LARP1 LARP1B LARP4B LIN28A LIN28B LRPPRC LSM1 LSM2 LSM4 LSM5 LSM6 LSM7 MAGOH MAGOHB MAPK14 MAPKAPK2 MEIOC METTL1 METTL14 METTL16 METTL3 MEX3D MIR1-1 MIR100 MIR103B1 MIR106A MIR125A MIR125B1 MIR128-1 MIR130A MIR133A1 MIR135B MIR137 MIR140 MIR145 MIR146A MIR149 MIR151A MIR181A2 MIR185 MIR18A MIR190B MIR191 MIR192 MIR195 MIR206 MIR20A MIR210 MIR212 MIR214 MIR223 MIR23A MIR24-1 MIR26B MIR27A MIR302A MIR302C MIR30B MIR326 MIR342 MIR373 MIR423 MIR4286 MIR485 MIR486-1 MIR491 MIR497 MIR517A MIR517C MIR520C MIR543 MIR562 MIR564 MIR608 MIR625 MIR655 MIR663A MIR665 MIR885 MIR9-1 MIR93 MIR96 MIR98 MIRLET7A1 MIRLET7B MIRLET7E MLH1 MOV10 MRTO4 MTPAP MTREX MYD88 NAF1 NANOS1 NANOS2 NANOS3 NBAS NBDY NCBP1 NCBP2 NEAT1 NOCT NPM1 NRDE2 NSUN2 NT5C3B NUDT12 NUDT16 NUDT16L1 OAS2 OIP5-AS1 PABPC1 PABPC4 PABPN1L PAIP1 PAN2 PAN3 PARN PATL1 PATL2 PCBP4 PCID2 PDE12 PELO PHAX PKP1 PKP3 PLEKHN1 PNLDC1 PNPT1 PNRC1 PNRC2 POLR2G POP1 PPP1R8 PRKCA PRKCD PRR5L PUM1 PUM2 PYM1 RBM10 RBM24 RBM46 RBM47 RBM7 RBM8A RC3H1 RC3H2 RIDA RNASE2 RNASE3 RNASE6 RNASEH1 RNASEH2A RNASEH2B RNASEH2C RNASEL RNASET2 RNH1 RNPS1 ROCK1 ROCK2 SAMD4A SAMD4B SCGB1A1 SECISBP2 SERBP1 SIDT2 SKIC2 SKIC3 SKIC8 SLC11A1 SLFN12 SLFN13 SLFN14 SLIRP SMG1 SMG5 SMG6 SMG7 SMG8 SMG9 SND1 SSB SUPV3L1 SYNCRIP TAF15 TARDBP TBRG4 TENT2 TENT4A TENT4B TENT5A TENT5B TENT5C TENT5D THRAP3 TIRAP TNFRSF1B TNKS1BP1 TNRC6A TNRC6B TNRC6C TOB1 TRAF2 TRAF3IP2 TRAF5 TRDMT1 TRIM71 TRIR TRNT1 TTC5 TUT1 TUT4 TUT7 UPF1 UPF2 UPF3A UPF3B VIM VIP WDR82 XIST XRN1 XRN2 YBX1 YBX3 YTHDF1 YTHDF2 YTHDF3 ZAR1 ZC3H12A ZC3H12D ZC3H14 ZC3H18 ZC3H4 ZC3HAV1 ZCCHC17 ZCCHC7 ZCCHC8 ZFP36 ZFP36L1 ZFP36L2 ZHX2 ZPR1 ZSWIM8 GOBP_RNA_DECAPPING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RNA_DECAPPING CAPRIN1 CNOT7 DCP1A DCP1B DCP2 DCPS DXO EDC3 EDC4 EIF4ENIF1 LSM1 NOCT NUDT12 NUDT16 NUDT3 PATL1 PATL2 PNRC2 ZFP36 GOBP_RNA_DESTABILIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RNA_DESTABILIZATION AGO1 AGO2 AGO3 AGO4 BTG2 CAPRIN1 CELF1 CNOT1 CNOT10 CNOT11 CNOT2 CNOT3 CNOT4 CNOT6 CNOT6L CNOT7 CNOT8 CNOT9 CPEB3 CSDE1 DCP1A DCP1B DCP2 DCPS DHX36 DHX9 DIS3 DIS3L2 DND1 DXO EIF4ENIF1 EXOSC2 EXOSC3 EXOSC5 EXOSC7 EXOSC8 EXOSC9 FTO FXR1 FXR2 GIGYF2 HNRNPD HNRNPR HNRNPU IGF2BP1 KHSRP LIN28B LSM1 METTL14 METTL16 METTL3 MEX3D MIR1-1 MIR100 MIR103B1 MIR106A MIR125A MIR125B1 MIR128-1 MIR130A MIR133A1 MIR135B MIR137 MIR140 MIR145 MIR146A MIR149 MIR151A MIR181A2 MIR185 MIR18A MIR190B MIR191 MIR192 MIR195 MIR206 MIR20A MIR210 MIR212 MIR214 MIR223 MIR23A MIR24-1 MIR26B MIR27A MIR302A MIR302C MIR30B MIR326 MIR342 MIR373 MIR423 MIR4286 MIR485 MIR486-1 MIR491 MIR497 MIR517A MIR517C MIR520C MIR543 MIR562 MIR564 MIR608 MIR625 MIR655 MIR663A MIR665 MIR885 MIR9-1 MIR93 MIR96 MIR98 MIRLET7A1 MIRLET7B MIRLET7E MLH1 MOV10 NANOS1 NANOS2 NANOS3 NOCT NT5C3B PABPC1 PABPN1L PAIP1 PAN2 PAN3 PARN PATL1 PATL2 PDE12 PLEKHN1 PNLDC1 PNPT1 POLR2G PUM1 PUM2 RBM24 RC3H1 RC3H2 RIDA ROCK1 ROCK2 SAMD4A SAMD4B SYNCRIP TARDBP TENT4A TENT4B TNFRSF1B TNKS1BP1 TNRC6A TNRC6B TNRC6C TOB1 TRIM71 TUT4 TUT7 UPF1 YBX1 YTHDF1 YTHDF2 YTHDF3 ZC3H12A ZC3H12D ZC3H18 ZFP36 ZFP36L1 ZFP36L2 GOBP_RNA_EXPORT_FROM_NUCLEUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RNA_EXPORT_FROM_NUCLEUS AGFG1 AKAP8L ALKBH5 ALYREF C12orf50 CASC3 CHTOP CPSF6 DDX19A DDX19B DDX25 DDX39A DDX39B DHX9 EIF4A3 ENY2 FMR1 FYTTD1 GLE1 HHEX HNRNPA1 HNRNPA2B1 IWS1 KHDRBS1 MAGOH MAGOHB MCM3AP NCBP1 NCBP2 NCBP3 NOL6 NPAP1 NPM1 NRDE2 NSUN2 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP214 NUP62 NUP85 NUP88 NUP93 NUP98 NXF1 NXF2 NXF2B NXF3 NXF5 NXT1 NXT2 PABPN1 PCID2 PHAX POLDIP3 POM121 POM121B POM121C POM121L2 RAE1 RAN RBM15B RBM8A SARNP SETD2 SMG1 SMG5 SMG6 SMG7 SRSF3 SSB SUPT6H THOC1 THOC2 THOC3 THOC5 THOC6 THOC7 TPR TSC1 UPF1 UPF2 WNK1 XPO1 XPO5 XPOT YTHDC1 ZC3H11A ZC3H11B GOBP_RNA_GUANINE_N7_METHYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RNA_GUANINE_N7_METHYLATION BUD23 METTL1 RAMAC RAMACL RNMT TRMT112 WDR4 GOBP_RNA_IMPORT_INTO_MITOCHONDRION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RNA_IMPORT_INTO_MITOCHONDRION MRPL18 PNPT1 TOMM20 TOMM20L TST GOBP_RNA_LOCALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RNA_LOCALIZATION A1CF AAAS AGFG1 AHCTF1 AKAP8L ALKBH5 ALYREF ARC ATM ATR ATXN2 BICD1 BICD2 C12orf50 CASC3 CCT2 CCT3 CCT4 CCT5 CCT6A CCT7 CCT8 CETN2 CETN3 CHTOP CKAP5 CPSF6 DCP2 DDX19A DDX19B DDX25 DDX39A DDX39B DHX36 DHX9 DKC1 EIF4A3 ENY2 EXOSC10 FBL FLOT1 FMR1 FUBP3 FYTTD1 G3BP2 GLE1 HHEX HNRNPA1 HNRNPA1L2 HNRNPA2B1 HNRNPU HSF1 IGF2BP1 IGF2BP2 IGF2BP3 IWS1 KHDRBS1 KHSRP KIF5C KPNB1 LRPPRC LUZP4 MAGOH MAGOHB MCM3AP MEX3D MRPL18 MVP MX2 NAF1 NCBP1 NCBP2 NCBP3 NDC1 NHP2 NOL6 NOP10 NOP58 NPAP1 NPIPA1 NPM1 NRDE2 NSUN2 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 NUTF2 NXF1 NXF2 NXF2B NXF3 NXF5 NXT1 NXT2 PABPN1 PARN PARP11 PCID2 PEG10 PHAX PIH1D1 PNPT1 POLDIP3 POM121 POM121B POM121C POM121L2 PRPF31 PRPF6 PUM2 QKI RAE1 RAN RANBP17 RANBP2 RBFOX1 RBM15B RBM8A RFTN1 RFTN2 RTRAF RUVBL1 RUVBL2 SARNP SEC13 SEH1L SENP2 SETD2 SHQ1 SIDT1 SIDT2 SLBP SMG1 SMG5 SMG6 SMG7 SNUPN SRSF1 SRSF3 SRSF7 SSB STAU1 STAU2 SUPT6H TCP1 TERF1 TGFBR2 THOC1 THOC2 THOC3 THOC5 THOC6 THOC7 TNKS TOMM20 TOMM20L TPR TSC1 TST UPF1 UPF2 UPF3A UPF3B WNK1 WRAP53 XPO1 XPO5 XPOT YBX1 YTHDC1 YY1 ZC3H11A ZC3H11B ZC3H3 ZFP36 ZFP36L1 ZNF385A ZNHIT3 ZNHIT6 GOBP_RNA_METHYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RNA_METHYLATION AKT1 ALKBH8 BCDIN3D BUD23 CBLL1 CMTR1 CMTR2 DALRD3 DIMT1 EMG1 FBL FBLL1 FDXACB1 FTSJ1 FTSJ3 GTPBP3 HENMT1 HSD17B10 LARP7 LCMT2 MEPCE METTL1 METTL14 METTL15 METTL15P1 METTL16 METTL25B METTL2A METTL2B METTL3 METTL4 METTL5 METTL6 METTL7A METTL8 MRM1 MRM2 MRM3 MTO1 NOP2 NSUN2 NSUN3 NSUN4 NSUN5 NSUN5P1 NSUN5P2 NSUN6 PCIF1 RAMAC RAMACL RBM15 RBM15B RNMT SNRPB SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG TARBP1 TFB1M TFB2M TGS1 THADA THUMPD2 THUMPD3 TRDMT1 TRMO TRMT1 TRMT10A TRMT10B TRMT10C TRMT11 TRMT112 TRMT12 TRMT13 TRMT1L TRMT2A TRMT2B TRMT44 TRMT5 TRMT6 TRMT61A TRMT61B TRMT9B TYW3 VIRMA WDR4 WDR6 WTAP ZC3H13 ZCCHC4 GOBP_RNA_MODIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RNA_MODIFICATION A1CF AARS1 ADAD1 ADAD2 ADAR ADARB1 ADARB2 ADAT2 AICDA AKT1 ALKBH1 ALKBH3 ALKBH5 ALKBH8 ANKRD16 APOBEC1 APOBEC2 APOBEC3A APOBEC3B APOBEC3C APOBEC3D APOBEC3F APOBEC3G APOBEC3H BAG4 BCDIN3D BUD23 C9orf64 CBLL1 CDK5RAP1 CDKAL1 CMTR1 CMTR2 CTU1 CTU2 DALRD3 DIMT1 DKC1 DNAJB11 DPH3 DTWD1 DTWD2 DUS1L DUS2 DUS3L DUS4L ELP1 ELP2 ELP3 ELP4 ELP5 ELP6 EMG1 FBL FBLL1 FDXACB1 FTO FTSJ1 FTSJ3 GAR1 GON7 GTPBP3 HENMT1 HNRNPAB HSD17B10 JMJD6 KTI12 LARP7 LCMT2 MEPCE METTL1 METTL14 METTL15 METTL15P1 METTL16 METTL25B METTL2A METTL2B METTL3 METTL4 METTL5 METTL6 METTL7A METTL8 MOCS3 MRM1 MRM2 MRM3 MTFMT MTO1 NAF1 NAT10 NHP2 NOP10 NOP2 NSUN2 NSUN3 NSUN4 NSUN5 NSUN5P1 NSUN5P2 NSUN6 OSGEP OSGEPL1 PARN PCIF1 PUS1 PUS10 PUS3 PUS7 PUS7L PUSL1 QTRT1 QTRT2 RAMAC RAMACL RBM15 RBM15B RBM47 RNMT RPUSD1 RPUSD2 RPUSD3 RPUSD4 SARS1 SEPSECS SNRPB SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SSB TARBP1 TFB1M TFB2M TGS1 THADA THG1L THUMPD1 THUMPD2 THUMPD3 TPRKB TRDMT1 TRIT1 TRMO TRMT1 TRMT10A TRMT10B TRMT10C TRMT11 TRMT112 TRMT12 TRMT13 TRMT1L TRMT2A TRMT2B TRMT44 TRMT5 TRMT6 TRMT61A TRMT61B TRMT9B TRMU TRUB1 TRUB2 TSR3 TYW1 TYW1B TYW3 TYW5 URM1 VIRMA WDR4 WDR6 WTAP YRDC ZC3H13 ZCCHC4 GOBP_RNA_POLYMERASE_II_PREINITIATION_COMPLEX_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RNA_POLYMERASE_II_PREINITIATION_COMPLEX_ASSEMBLY ATF7IP CAND1 DR1 ESR1 GTF2A1 GTF2A2 GTF2B HMGB1 MED1 MED10 MED11 MED14 MED15 MED16 MED17 MED18 MED19 MED20 MED21 MED22 MED23 MED24 MED25 MED26 MED27 MED28 MED29 MED30 MED31 MED4 MED6 MED7 MED8 MED9 PSMC6 TAF1 TAF10 TAF11 TAF11L10 TAF11L11 TAF11L12 TAF11L13 TAF11L14 TAF11L2 TAF11L3 TAF11L4 TAF11L6 TAF11L7 TAF11L8 TAF11L9 TAF12 TAF13 TAF1L TAF2 TAF3 TAF4 TAF4B TAF5 TAF6 TAF6L TAF7 TAF7L TAF8 TAF9 TBP THRA TP53 WNT10B GOBP_RNA_POLYMERASE_I_PREINITIATION_COMPLEX_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RNA_POLYMERASE_I_PREINITIATION_COMPLEX_ASSEMBLY BAZ2A POLR1E RRN3 SMARCA4 SMARCB1 TAF1B TAF1C UBTF UBTFL1 UBTFL6 GOBP_RNA_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RNA_PROCESSING A1CF AAR2 AARS1 ABT1 ACIN1 ADAD1 ADAD2 ADAR ADARB1 ADARB2 ADAT1 ADAT2 ADAT3 AFF2 AGO1 AGO2 AGO3 AGO4 AHCYL1 AHNAK AHNAK2 AICDA AKAP17A AKAP8L AKT1 ALKBH1 ALKBH5 ALKBH8 ALYREF ANKRD16 ANKRD34A ANKRD34B ANKRD34C APLP1 APOBEC1 APOBEC2 APOBEC4 APP AQR ARL6IP4 ARMC7 ARVCF ASZ1 ATXN1 ATXN7 ATXN7L3 BARD1 BCAS2 BCDIN3D BICD1 BMP4 BMS1 BOP1 BRDT BRIX1 BUD13 BUD23 BUD31 BYSL C1D C1QBP C2orf49 C9orf64 C9orf78 CACTIN CASC3 CCAR2 CCNL1 CCNL2 CD2BP2 CDC40 CDC5L CDC73 CDK11A CDK11B CDK12 CDK13 CDK5RAP1 CDK9 CDKAL1 CELF1 CELF2 CELF3 CELF4 CELF5 CELF6 CENATAC CHD7 CHD8 CHERP CIR1 CIRBP CLASRP CLK1 CLK2 CLK3 CLK4 CLNS1A CLP1 CMTR1 CMTR2 CNOT6L COIL CPEB1 CPSF1 CPSF2 CPSF3 CPSF4 CPSF6 CPSF7 CRIPT CRNKL1 CSDC2 CSTF1 CSTF2 CSTF2T CSTF3 CTNNBL1 CTU1 CTU2 CWC15 CWC22 CWC25 CWC27 CWF19L1 CWF19L2 DALRD3 DAZAP1 DBR1 DCAF13 DCPS DDX1 DDX10 DDX17 DDX18 DDX20 DDX21 DDX23 DDX27 DDX39A DDX39B DDX3X DDX4 DDX41 DDX46 DDX47 DDX49 DDX5 DDX51 DDX52 DDX54 DDX56 DEDD2 DGCR8 DHX15 DHX16 DHX35 DHX36 DHX37 DHX38 DHX8 DHX9 DICER1 DIMT1 DIS3 DIS3L DKC1 DNAJC17 DNTTIP2 DPH3 DROSHA DTWD1 DTWD2 DUS1L DUS2 DUS3L DUS4L DUSP11 DYRK1A EBNA1BP2 ECD EFTUD2 EIF4A3 EIF6 ELAC1 ELAC2 ELAVL4 ELOVL2-AS1 ELP1 ELP2 ELP3 ELP4 ELP5 ELP6 EMG1 ENSG00000275464 ENY2 ERCC2 ERI1 ERI2 ERI3 ERN1 ERN2 ESF1 ESRP1 ESRP2 ESS2 EXD1 EXOSC1 EXOSC10 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 FAM172A FAM50A FAM98A FAM98B FARS2 FASTK FASTKD1 FASTKD2 FASTKD3 FASTKD5 FBL FBLL1 FCF1 FDXACB1 FIP1L1 FKBP6 FMR1 FRA10AC1 FRG1 FTSJ1 FTSJ3 FUS FXR1 FXR2 GAR1 GCFC2 GEMIN2 GEMIN4 GEMIN5 GEMIN6 GEMIN7 GEMIN8 GON7 GPAT2 GPATCH1 GPKOW GRSF1 GTF2H5 GTPBP3 GTPBP4 H19 H2AB1 H2AB2 H2AB3 HABP4 HEATR1 HENMT1 HMX2 HNRNPA0 HNRNPA1 HNRNPA1L2 HNRNPA1L3 HNRNPA2B1 HNRNPA3 HNRNPC HNRNPD HNRNPF HNRNPH1 HNRNPH2 HNRNPH3 HNRNPK HNRNPL HNRNPLL HNRNPM HNRNPR HNRNPU HNRNPUL1 HOXB-AS3 HSD17B10 HSF1 HSPA1A HSPA8 HTATSF1 IK IL6 ILDR1 ILDR2 IMP3 IMP4 INTS1 INTS10 INTS11 INTS12 INTS13 INTS14 INTS2 INTS3 INTS4 INTS5 INTS6 INTS6L INTS7 INTS8 INTS9 ISG20 ISY1 IVNS1ABP IWS1 JMJD6 KARS1 KAT2A KAT2B KDM1A KHDC4 KHDRBS1 KHDRBS2 KHDRBS3 KHSRP KIN KRI1 KRR1 KTI12 LAGE3 LARP6 LARP7 LAS1L LCMT2 LEO1 LGALS3 LIN28A LIN28B LINC01151 LSM1 LSM10 LSM11 LSM2 LSM3 LSM4 LSM5 LSM6 LSM7 LSM8 LUC7L LUC7L2 LUC7L3 LYAR M1AP MAEL MAGOH MAGOHB MAK16 MBLAC1 MBNL1 MBNL2 MBNL3 MECP2 METTL1 METTL14 METTL15 METTL15P1 METTL16 METTL18 METTL25B METTL2A METTL2B METTL3 METTL4 METTL5 METTL6 METTL8 MFAP1 MIR1248 MIR3651 MIR6516 MIR664A MIR664B MOCS3 MOV10L1 MPHOSPH10 MPHOSPH6 MRM1 MRM2 MRM3 MRPL44 MRTO4 MTERF4 MTFMT MTO1 MTPAP MTREX MYOD1 NAF1 NAT10 NBDY NCBP1 NCBP2 NCBP2L NCBP3 NCL NGDN NHP2 NIFK NOB1 NOC4L NOL10 NOL11 NOL3 NOL6 NOL8 NOL9 NOLC1 NONO NOP10 NOP14 NOP2 NOP53 NOP56 NOP58 NOP9 NOVA1 NOVA2 NPM1 NPM3 NRDE2 NSA2 NSRP1 NSUN2 NSUN3 NSUN4 NSUN5 NSUN5P1 NSUN5P2 NSUN6 NUDT16 NUDT21 NUFIP1 NUP155 NUP98 NVL OSGEP OSGEPL1 OVAAL PA2G4 PABPC1 PABPC4 PABPN1 PAF1 PAN2 PAN3 PAPOLA PAPOLB PAPOLG PARN PAXBP1 PCAT18 PCBP4 PCF11 PDCD11 PDCD7 PDE12 PELP1 PES1 PHF5A PIH1D1 PIH1D2 PIK3R1 PIN4 PIWIL1 PIWIL2 PIWIL4 PLD6 PLRG1 PNLDC1 PNN PNPT1 POLR2A POLR2D POP1 POP4 POP5 POP7 PPAN PPARGC1A PPIE PPIG PPIH PPIL1 PPIL2 PPIL3 PPP1R8 PPP1R9B PPP2CA PPP2R1A PPP4R2 PPWD1 PQBP1 PRDX6 PRKACA PRKDC PRKRA PRKRIP1 PRMT1 PRMT5 PRMT7 PRMT9 PRORP PRPF18 PRPF19 PRPF3 PRPF31 PRPF38A PRPF38B PRPF39 PRPF4 PRPF40A PRPF40B PRPF4B PRPF6 PRPF8 PRX PSIP1 PTBP1 PTBP2 PTBP3 PTCD1 PTCD2 PUF60 PUM1 PUM2 PUS1 PUS10 PUS3 PUS7 PUS7L PUSL1 PWAR5 PWP1 PWP2 QKI QTRT1 QTRT2 RALY RAMAC RAMACL RBBP6 RBFA RBFOX1 RBFOX2 RBFOX3 RBM10 RBM11 RBM12 RBM12B RBM14 RBM15 RBM15B RBM17 RBM19 RBM20 RBM22 RBM23 RBM24 RBM25 RBM26 RBM27 RBM28 RBM3 RBM34 RBM38 RBM39 RBM4 RBM41 RBM42 RBM44 RBM47 RBM48 RBM4B RBM5 RBM6 RBM7 RBM8A RBMS1 RBMS2 RBMX RBMX2 RBMXL1 RBMXL2 RBMXL3 RBMY1A1 RBMY1B RBMY1D RBMY1E RBMY1F RBMY1J RBPMS RCL1 REST REXO4 RIOK1 RIOK2 RIOK3 RIPK1 RMRP RNASEL RNF113A RNF113B RNGTT RNMT RNPC3 RNPS1 RNU1-4 RNU105B RNU105C RNU11 RNU2-1 RNU4-1 RNU4-2 RNU4ATAC RNU5A-1 RNU5B-1 RNU5D-1 RNU5E-1 RNU5F-1 RNU6-1 RNU6-7 RNU6-9 RNU6ATAC RNVU1-1 RNVU1-14 RNVU1-15 RNVU1-17 RNVU1-19 RNVU1-2A RNVU1-3 RNVU1-4 RNVU1-6 RNVU1-7 RNVU1-8 RP9 RPF1 RPF2 RPL10A RPL11 RPL14 RPL26 RPL27 RPL35 RPL35A RPL5 RPL7 RPL7A RPL7L1 RPP14 RPP21 RPP25 RPP25L RPP30 RPP38 RPP40 RPPH1 RPRD1A RPRD1B RPRD2 RPS13 RPS14 RPS15 RPS16 RPS17 RPS19 RPS21 RPS24 RPS25 RPS26 RPS27 RPS28 RPS6 RPS7 RPS8 RPUSD1 RPUSD2 RPUSD3 RPUSD4 RRAGC RRP1 RRP12 RRP15 RRP1B RRP36 RRP7A RRP7BP RRP8 RRP9 RRS1 RSL1D1 RSRC1 RSRP1 RTCA RTCB RTRAF RUNDC3A-AS1 SAFB SAFB2 SAGE1 SAGE2P SAP18 SARS1 SART1 SART3 SBDS SCAF1 SCAF11 SCAF8 SCARNA1 SCARNA10 SCARNA11 SCARNA12 SCARNA13 SCARNA14 SCARNA15 SCARNA16 SCARNA17 SCARNA18 SCARNA18B SCARNA2 SCARNA20 SCARNA21 SCARNA21B SCARNA22 SCARNA23 SCARNA3 SCARNA4 SCARNA5 SCARNA6 SCARNA7 SCARNA8 SCARNA9 SCNM1 SDE2 SEPSECS SETX SF1 SF3A1 SF3A2 SF3A3 SF3B1 SF3B2 SF3B3 SF3B4 SF3B5 SF3B6 SFPQ SFSWAP SGF29 SHQ1 SIRT7 SLBP SLC38A2 SLC39A5 SLTM SLU7 SLX9 SMAD1 SMAD2 SMAD3 SMN1 SMN2 SMNDC1 SMU1 SNHG1 SNHG10 SNHG12 SNHG29 SNHG7 SNIP1 SNORA1 SNORA10 SNORA10B SNORA11 SNORA11B SNORA11C SNORA11D SNORA11F SNORA11G SNORA12 SNORA13 SNORA14A SNORA14B SNORA15 SNORA15B-1 SNORA16A SNORA16B SNORA17A SNORA17B SNORA18 SNORA19 SNORA1B SNORA20 SNORA20B SNORA21 SNORA22 SNORA22B SNORA22C SNORA24 SNORA24B SNORA25 SNORA25B SNORA26 SNORA27 SNORA28 SNORA29 SNORA2A SNORA2B SNORA2C SNORA30 SNORA30B SNORA31 SNORA31B SNORA32 SNORA33 SNORA35 SNORA35B SNORA36A SNORA36B SNORA36C SNORA37 SNORA38 SNORA38B SNORA3A SNORA3B SNORA3C SNORA4 SNORA40 SNORA40B SNORA40C SNORA41 SNORA41B SNORA44 SNORA46 SNORA47 SNORA48 SNORA48B SNORA49 SNORA50A SNORA50B SNORA50C SNORA50D SNORA51 SNORA52 SNORA53 SNORA54 SNORA55 SNORA56 SNORA57 SNORA58 SNORA58B SNORA59B SNORA5A SNORA5B SNORA5C SNORA6 SNORA60 SNORA61 SNORA62 SNORA63 SNORA63B SNORA63C SNORA63E SNORA64 SNORA65 SNORA66 SNORA67 SNORA68 SNORA68B SNORA69 SNORA70 SNORA70B SNORA70C SNORA70D SNORA70E SNORA70F SNORA70G SNORA70H SNORA70I SNORA70J SNORA71A SNORA71B SNORA71C SNORA71D SNORA71E SNORA72 SNORA73A SNORA73B SNORA74A SNORA74B SNORA74C-1 SNORA74C-2 SNORA75 SNORA75B SNORA77 SNORA77B SNORA78 SNORA79 SNORA79B SNORA7A SNORA7B SNORA8 SNORA80A SNORA80B SNORA80C SNORA80D SNORA80E SNORA84 SNORA9 SNORA9B SNORD10 SNORD100 SNORD101 SNORD102 SNORD104 SNORD105 SNORD105B SNORD107 SNORD108 SNORD109A SNORD11 SNORD110 SNORD111 SNORD111B SNORD112 SNORD113-3 SNORD113-4 SNORD113-5 SNORD113-6 SNORD113-7 SNORD113-8 SNORD113-9 SNORD114-1 SNORD114-10 SNORD114-11 SNORD114-12 SNORD114-13 SNORD114-14 SNORD114-15 SNORD114-16 SNORD114-17 SNORD114-18 SNORD114-19 SNORD114-2 SNORD114-20 SNORD114-21 SNORD114-22 SNORD114-23 SNORD114-24 SNORD114-25 SNORD114-26 SNORD114-27 SNORD114-28 SNORD114-29 SNORD114-3 SNORD114-30 SNORD114-31 SNORD114-4 SNORD114-5 SNORD114-6 SNORD114-7 SNORD114-9 SNORD115-1 SNORD115-10 SNORD115-11 SNORD115-13 SNORD115-14 SNORD115-15 SNORD115-16 SNORD115-17 SNORD115-2 SNORD115-20 SNORD115-21 SNORD115-22 SNORD115-23 SNORD115-24 SNORD115-25 SNORD115-26 SNORD115-27 SNORD115-28 SNORD115-3 SNORD115-30 SNORD115-31 SNORD115-32 SNORD115-33 SNORD115-34 SNORD115-35 SNORD115-37 SNORD115-38 SNORD115-39 SNORD115-4 SNORD115-40 SNORD115-41 SNORD115-42 SNORD115-44 SNORD115-45 SNORD115-46 SNORD115-48 SNORD115-5 SNORD115-6 SNORD115-7 SNORD115-8 SNORD115-9 SNORD116-1 SNORD116-10 SNORD116-11 SNORD116-12 SNORD116-13 SNORD116-14 SNORD116-15 SNORD116-16 SNORD116-18 SNORD116-19 SNORD116-2 SNORD116-20 SNORD116-21 SNORD116-22 SNORD116-23 SNORD116-24 SNORD116-25 SNORD116-26 SNORD116-27 SNORD116-29 SNORD116-3 SNORD116-30 SNORD116-4 SNORD116-5 SNORD116-6 SNORD116-8 SNORD117 SNORD11B SNORD12 SNORD121A SNORD121B SNORD123 SNORD124 SNORD125 SNORD126 SNORD127 SNORD12B SNORD12C SNORD13 SNORD138 SNORD13D SNORD13E SNORD14A SNORD14B SNORD14C SNORD14D SNORD15A SNORD15B SNORD16 SNORD17 SNORD18A SNORD18B SNORD18C SNORD19 SNORD19B SNORD1A SNORD1B SNORD1C SNORD2 SNORD20 SNORD21 SNORD22 SNORD23 SNORD24 SNORD26 SNORD27 SNORD28 SNORD28B SNORD30 SNORD31B SNORD32A SNORD32B SNORD33 SNORD34 SNORD35A SNORD35B SNORD36A SNORD36B SNORD36C SNORD37 SNORD38A SNORD38B SNORD38C SNORD38D SNORD3A SNORD3B-1 SNORD3C SNORD3D SNORD3E SNORD3G SNORD3H SNORD3J SNORD41 SNORD42B SNORD43 SNORD45A SNORD45B SNORD45C SNORD46 SNORD48 SNORD49A SNORD49B SNORD4A SNORD4B SNORD5 SNORD50B SNORD51 SNORD52 SNORD53 SNORD53B SNORD54 SNORD55 SNORD56 SNORD56B SNORD57 SNORD58A SNORD58B SNORD58C SNORD59A SNORD6 SNORD60 SNORD61 SNORD62A SNORD63 SNORD63B SNORD64 SNORD65 SNORD65B SNORD65C SNORD66 SNORD67 SNORD68 SNORD69 SNORD7 SNORD70 SNORD70B SNORD71 SNORD72 SNORD73A SNORD73B SNORD74B SNORD77B SNORD8 SNORD81 SNORD82 SNORD83A SNORD83B SNORD84 SNORD86 SNORD87 SNORD88A SNORD88B SNORD88C SNORD89 SNORD9 SNORD90 SNORD91A SNORD91B SNORD92 SNORD93 SNORD94 SNORD95 SNORD97 SNORD98 SNORD99 SNRNP200 SNRNP25 SNRNP27 SNRNP35 SNRNP40 SNRNP48 SNRNP70 SNRPA SNRPA1 SNRPB SNRPB2 SNRPC SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SNRPGP15 SNRPN SNU13 SNW1 SON SPOUT1 SREK1 SREK1IP1 SRFBP1 SRPK1 SRPK2 SRPK3 SRRM1 SRRM2 SRRM4 SRRT SRSF1 SRSF10 SRSF11 SRSF12 SRSF2 SRSF3 SRSF4 SRSF5 SRSF6 SRSF7 SRSF8 SRSF9 SSB SSU72 SSU72L1 SSU72L2 SSU72L3 SSU72L4 SSU72L5 SSU72L6 STAT3 STH STRAP SUGP1 SUGP2 SUPT20H SUPT3H SUPT6H SUPT7L SUPV3L1 SUV39H1 SYF2 SYMPK SYNCRIP TADA1 TADA2B TADA3 TAF10 TAF12 TAF12-DT TAF15 TAF5L TAF6L TAF9 TARBP1 TARBP2 TARDBP TBL3 TBRG4 TCERG1 TDRD1 TDRD12 TDRD5 TDRD6 TDRD7 TDRD9 TDRKH TENT2 TENT4A TENT4B TERT TEX15 TFB1M TFB2M TFIP11 TGFB1 TGS1 THADA THG1L THOC1 THOC2 THOC3 THOC5 THOC6 THOC7 THRAP3 THUMPD1 THUMPD2 THUMPD3 TIA1 TMBIM6 TMTC1 TOE1 TP53 TP53RK TPRKB TRA2A TRA2B TRDMT1 TRIM71 TRIT1 TRMO TRMT1 TRMT10A TRMT10B TRMT10C TRMT11 TRMT112 TRMT12 TRMT13 TRMT1L TRMT2A TRMT2B TRMT44 TRMT5 TRMT6 TRMT61A TRMT61B TRMT9B TRMU TRNT1 TRPT1 TRRAP TRUB1 TRUB2 TSEN15 TSEN2 TSEN34 TSEN54 TSN TSNAX TSR1 TSR2 TSR3 TSSC4 TTF2 TUT1 TUT4 TUT7 TXNL4A TXNL4B TYW1 TYW1B TYW3 TYW5 U2AF1 U2AF1L4 U2AF2 U2SURP UBL5 UMOD URB1 URM1 USB1 USP22 USP36 USP39 USP4 USP49 UTP11 UTP14A UTP14C UTP15 UTP18 UTP20 UTP23 UTP25 UTP3 UTP4 UTP6 VIRMA WBP11 WBP4 WDR12 WDR18 WDR3 WDR33 WDR36 WDR4 WDR43 WDR46 WDR55 WDR6 WDR74 WDR75 WDR77 WDR83 WEE2-AS1 WT1 WTAP XAB2 XRN2 YBEY YBX1 YJU2 YJU2B YRDC YTHDC1 YTHDF2 ZBTB7A ZBTB8OS ZC3H10 ZC3H13 ZC3H14 ZC3H3 ZC3H7A ZC3H7B ZCCHC4 ZCCHC8 ZCRB1 ZFC3H1 ZFP36L1 ZMAT2 ZMAT5 ZMPSTE24 ZNF326 ZNF473 ZNF638 ZNF830 ZNHIT3 ZNHIT6 ZPR1 ZRANB2 ZRSR2 ZRSR2P1 GOBP_RNA_SECONDARY_STRUCTURE_UNWINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RNA_SECONDARY_STRUCTURE_UNWINDING AGO1 AGO2 AGO3 AGO4 DDX39B DDX3X DHX36 DHX9 IGHMBP2 GOBP_RNA_SPLICING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RNA_SPLICING AAR2 ACIN1 AFF2 AHNAK AHNAK2 AKAP17A AKAP8L ALYREF AQR ARL6IP4 ARMC7 ARVCF ATXN7 ATXN7L3 BCAS2 BRDT BUD13 BUD31 C1QBP C2orf49 C9orf78 CACTIN CASC3 CCAR2 CCNL1 CCNL2 CD2BP2 CDC40 CDC5L CDK12 CDK13 CELF1 CELF2 CELF3 CELF4 CELF5 CELF6 CENATAC CIR1 CIRBP CLASRP CLK1 CLK2 CLK3 CLK4 CLNS1A CLP1 COIL CRIPT CRNKL1 CTNNBL1 CWC15 CWC22 CWC25 CWC27 CWF19L1 CWF19L2 DAZAP1 DBR1 DCPS DDX1 DDX17 DDX20 DDX23 DDX39A DDX39B DDX41 DDX46 DDX47 DDX5 DHX15 DHX16 DHX35 DHX38 DHX8 DHX9 DNAJC17 DYRK1A ECD EFTUD2 EIF4A3 ELAVL4 ENY2 ERN1 ESRP1 ESRP2 ESS2 FAM172A FAM50A FAM98A FAM98B FASTK FMR1 FRA10AC1 FRG1 FUS FXR1 FXR2 GCFC2 GEMIN2 GEMIN4 GEMIN5 GEMIN6 GEMIN7 GEMIN8 GPATCH1 GPKOW GRSF1 HABP4 HMX2 HNRNPA1 HNRNPA1L2 HNRNPA1L3 HNRNPA2B1 HNRNPA3 HNRNPC HNRNPF HNRNPH1 HNRNPH2 HNRNPH3 HNRNPK HNRNPL HNRNPLL HNRNPM HNRNPR HNRNPU HOXB-AS3 HSPA1A HSPA8 HTATSF1 IK ILDR1 ILDR2 ISY1 IVNS1ABP IWS1 JMJD6 KAT2A KAT2B KDM1A KHDC4 KHDRBS1 KHDRBS2 KHDRBS3 KHSRP LARP7 LGALS3 LSM1 LSM10 LSM2 LSM3 LSM4 LSM5 LSM6 LSM7 LSM8 LUC7L LUC7L2 LUC7L3 MAGOH MAGOHB MBNL1 MBNL2 MBNL3 METTL14 METTL16 METTL3 METTL4 MFAP1 MPHOSPH10 MTREX MYOD1 NCBP1 NCBP2 NCBP2L NCL NOL3 NONO NOVA1 NOVA2 NPM1 NRDE2 NSRP1 NUP98 OVAAL PABPC1 PAXBP1 PCBP4 PDCD7 PHF5A PIK3R1 PLRG1 PNN POLR2A PPARGC1A PPIE PPIG PPIH PPIL1 PPIL2 PPIL3 PPP1R8 PPP1R9B PPP2CA PPP2R1A PPP4R2 PPWD1 PQBP1 PRDX6 PRKRIP1 PRMT1 PRMT5 PRMT7 PRPF18 PRPF19 PRPF3 PRPF31 PRPF38A PRPF38B PRPF39 PRPF4 PRPF40A PRPF40B PRPF4B PRPF6 PRPF8 PRX PSIP1 PTBP1 PTBP2 PTBP3 PUF60 PUS1 PUS7 QKI RALY RBFOX1 RBFOX2 RBFOX3 RBM10 RBM11 RBM12 RBM12B RBM14 RBM15 RBM15B RBM17 RBM19 RBM20 RBM22 RBM23 RBM24 RBM25 RBM28 RBM3 RBM38 RBM39 RBM4 RBM41 RBM42 RBM44 RBM47 RBM48 RBM4B RBM5 RBM6 RBM7 RBM8A RBMX RBMX2 RBMXL1 RBMXL2 RBMXL3 RBMY1A1 RBMY1B RBMY1D RBMY1E RBMY1F RBMY1J REST RNF113A RNF113B RNPC3 RNPS1 RNU1-4 RNU11 RNU2-1 RNU4-1 RNU4-2 RNU4ATAC RNU5A-1 RNU5B-1 RNU5D-1 RNU5E-1 RNU5F-1 RNU6-1 RNU6-7 RNU6-9 RNU6ATAC RNVU1-1 RNVU1-14 RNVU1-15 RNVU1-17 RNVU1-19 RNVU1-2A RNVU1-3 RNVU1-4 RNVU1-6 RNVU1-7 RNVU1-8 RP9 RPS13 RPS26 RPUSD4 RRAGC RRP1B RSRC1 RSRP1 RTCB RTRAF SAP18 SART1 SART3 SCAF1 SCAF11 SCNM1 SDE2 SETX SF1 SF3A1 SF3A2 SF3A3 SF3B1 SF3B2 SF3B3 SF3B4 SF3B5 SF3B6 SFPQ SFSWAP SGF29 SLC38A2 SLC39A5 SLU7 SMN1 SMN2 SMNDC1 SMU1 SNIP1 SNRNP200 SNRNP25 SNRNP27 SNRNP35 SNRNP40 SNRNP48 SNRNP70 SNRPA SNRPA1 SNRPB SNRPB2 SNRPC SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SNRPGP15 SNRPN SNU13 SNW1 SON SREK1 SREK1IP1 SRPK1 SRPK2 SRPK3 SRRM1 SRRM2 SRRM4 SRSF1 SRSF10 SRSF11 SRSF12 SRSF2 SRSF3 SRSF4 SRSF5 SRSF6 SRSF7 SRSF8 SRSF9 STH STRAP SUGP1 SUGP2 SUPT20H SUPT3H SUPT6H SUPT7L SYF2 SYNCRIP TADA1 TADA2B TADA3 TAF10 TAF12 TAF12-DT TAF15 TAF5L TAF6L TAF9 TARDBP TCERG1 TFIP11 TGS1 THOC1 THOC2 THOC3 THOC5 THOC6 THOC7 THRAP3 TIA1 TMBIM6 TRA2A TRA2B TRPT1 TRRAP TSEN15 TSEN2 TSEN34 TSEN54 TSSC4 TTF2 TXNL4A TXNL4B U2AF1 U2AF1L4 U2AF2 UBL5 UMOD USB1 USP22 USP39 USP4 USP49 VIRMA WBP11 WBP4 WDR77 WDR83 WEE2-AS1 WT1 WTAP XAB2 YBX1 YJU2 YJU2B YTHDC1 ZBTB7A ZBTB8OS ZC3H10 ZC3H13 ZCCHC8 ZCRB1 ZMAT2 ZMAT5 ZNF326 ZNF638 ZNF830 ZPR1 ZRANB2 ZRSR2 ZRSR2P1 GOBP_RNA_SPLICING_VIA_ENDONUCLEOLYTIC_CLEAVAGE_AND_LIGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RNA_SPLICING_VIA_ENDONUCLEOLYTIC_CLEAVAGE_AND_LIGATION C2orf49 CLP1 DDX1 ERN1 FAM98A FAM98B RTCB RTRAF TRPT1 TSEN15 TSEN2 TSEN34 TSEN54 ZBTB8OS GOBP_RNA_SPLICING_VIA_TRANSESTERIFICATION_REACTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RNA_SPLICING_VIA_TRANSESTERIFICATION_REACTIONS AAR2 ALYREF AQR BCAS2 BUD13 BUD31 C1QBP C9orf78 CACTIN CASC3 CD2BP2 CDC40 CDC5L CDK13 CELF1 CELF2 CELF3 CELF4 CELF5 CELF6 CENATAC CIRBP CLNS1A COIL CRNKL1 CTNNBL1 CWC15 CWC22 CWC25 CWC27 CWF19L1 CWF19L2 DAZAP1 DBR1 DCPS DDX1 DDX17 DDX20 DDX23 DDX39A DDX39B DDX41 DDX46 DDX5 DHX15 DHX16 DHX35 DHX38 DHX8 DHX9 DNAJC17 DYRK1A EFTUD2 EIF4A3 ESRP2 ESS2 FAM172A FMR1 FRA10AC1 FRG1 FXR1 FXR2 GCFC2 GEMIN2 GEMIN4 GEMIN5 GEMIN6 GEMIN7 GEMIN8 GPATCH1 GPKOW HMX2 HNRNPA1 HNRNPA1L2 HNRNPA1L3 HNRNPA2B1 HNRNPA3 HNRNPC HNRNPF HNRNPH1 HNRNPH3 HNRNPK HNRNPL HNRNPM HNRNPR HNRNPU HSPA8 HTATSF1 IK ISY1 JMJD6 KDM1A KHDC4 KHDRBS1 KHDRBS2 KHDRBS3 KHSRP LARP7 LSM1 LSM2 LSM3 LSM4 LSM5 LSM6 LSM7 LSM8 LUC7L LUC7L2 LUC7L3 MAGOH MAGOHB METTL14 METTL16 METTL3 MFAP1 MPHOSPH10 MTREX MYOD1 NCBP1 NCBP2 NCBP2L NCL NOL3 NOVA1 NOVA2 NPM1 NSRP1 NUP98 OVAAL PABPC1 PAXBP1 PCBP4 PHF5A PLRG1 PNN PPIE PPIH PPIL1 PPIL3 PPWD1 PQBP1 PRDX6 PRMT5 PRMT7 PRPF18 PRPF19 PRPF3 PRPF31 PRPF38A PRPF39 PRPF4 PRPF40A PRPF40B PRPF4B PRPF6 PRPF8 PSIP1 PTBP1 PTBP2 PUF60 QKI RALY RBFOX1 RBFOX2 RBFOX3 RBM10 RBM11 RBM14 RBM15 RBM15B RBM17 RBM19 RBM20 RBM22 RBM23 RBM24 RBM25 RBM3 RBM39 RBM4 RBM41 RBM42 RBM44 RBM47 RBM4B RBM5 RBM6 RBM7 RBM8A RBMX RBMX2 RBMXL1 RBMXL2 RBMXL3 RBMY1A1 RBMY1B RBMY1D RBMY1E RBMY1F RBMY1J REST RNF113A RNPC3 RNPS1 RNU1-4 RNU11 RNU2-1 RNU4-1 RNU4-2 RNU4ATAC RNU5A-1 RNU5B-1 RNU5D-1 RNU5E-1 RNU5F-1 RNU6-1 RNU6-7 RNU6-9 RNU6ATAC RNVU1-1 RNVU1-14 RNVU1-15 RNVU1-17 RNVU1-19 RNVU1-2A RNVU1-3 RNVU1-4 RNVU1-6 RNVU1-7 RNVU1-8 RSRC1 RSRP1 SAP18 SART1 SART3 SCAF11 SCNM1 SDE2 SETX SF1 SF3A1 SF3A2 SF3A3 SF3B1 SF3B2 SF3B3 SF3B4 SF3B5 SF3B6 SFPQ SFSWAP SLC39A5 SLU7 SMN1 SMN2 SMNDC1 SMU1 SNIP1 SNRNP200 SNRNP25 SNRNP27 SNRNP35 SNRNP40 SNRNP70 SNRPA SNRPA1 SNRPB SNRPB2 SNRPC SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SNRPGP15 SNRPN SNU13 SNW1 SON SRPK1 SRPK2 SRPK3 SRRM1 SRRM2 SRRM4 SRSF1 SRSF10 SRSF12 SRSF2 SRSF3 SRSF4 SRSF5 SRSF6 SRSF7 SRSF8 SRSF9 STH STRAP SYF2 SYNCRIP TAF12-DT TFIP11 TGS1 THRAP3 TIA1 TRA2A TRA2B TSSC4 TXNL4A TXNL4B U2AF1 U2AF1L4 U2AF2 UBL5 USP39 USP4 USP49 WBP4 WDR77 WDR83 WEE2-AS1 WTAP XAB2 YJU2 YJU2B YTHDC1 ZBTB7A ZCCHC8 ZCRB1 ZMAT2 ZRSR2 ZRSR2P1 GOBP_RNA_STABILIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RNA_STABILIZATION ANGEL2 APOBEC1 AXIN2 BOLL CIRBP CSDE1 DAZ1 DAZ2 DAZ3 DAZ4 DAZL DHX36 DHX9 DKC1 DND1 E2F1 EIF4ENIF1 ELAVL1 ELAVL4 FUS GDNF HNRNPA0 HNRNPC HNRNPD HNRNPU IGF2BP1 IGF2BP2 IGF2BP3 IKBKE IREB2 LARP1 LARP1B LARP4B MAPK14 MAPKAPK2 MEIOC METTL1 METTL16 MYD88 NAF1 NOCT NRDE2 NSUN2 PABPC1 PAIP1 PARN PHAX RBM10 RBM24 RBM46 RBM47 SLC11A1 SYNCRIP TAF15 TARDBP TENT4A TENT4B TENT5A TENT5B TENT5C TENT5D THRAP3 TIRAP TRAF2 TRAF3IP2 TRAF5 TRDMT1 VIP YBX1 YBX3 ZAR1 ZCCHC17 ZFP36 GOBP_RNA_SURVEILLANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RNA_SURVEILLANCE DXO EXOSC10 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 PELO SUPV3L1 TRNT1 WDR82 XRN1 ZC3H4 ZCCHC7 GOBP_RNA_TEMPLATED_DNA_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RNA_TEMPLATED_DNA_BIOSYNTHETIC_PROCESS ACD ATM ATR AURKB CCT2 CCT3 CCT4 CCT5 CCT6A CCT7 CCT8 CTC1 CTNNB1 DCP2 DKC1 EXOSC10 FBXO4 GAR1 GNL3L HMBOX1 HNRNPA1 HNRNPC HNRNPU HSP90AA1 HSP90AB1 MAP2K7 MAP3K4 MAPK1 MAPK15 MAPK3 MAPKAPK5 MRE11 NAF1 NAT10 NEK2 NEK7 NHP2 NOP10 PARN PIF1 PINX1 PKIB PNKP POT1 PRKCQ PTGES3 RAD50 RFC1 RPA1 SMG5 SMG6 SRC STN1 TCP1 TELO2 TEN1 TENT4B TEP1 TERC TERF1 TERF2 TERF2IP TERT TINF2 TNKS TNKS1BP1 TNKS2 WRAP53 XRCC5 XRN1 GOBP_ROOF_OF_MOUTH_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ROOF_OF_MOUTH_DEVELOPMENT ACVR2B ALX4 ANP32B ARID5B ASPH BBS7 BCOR BMPR1A BNC2 CDK20 CHD7 CLDN5 COL11A2 COL2A1 CSRNP1 DHRS3 DLG1 DLX5 DLX6 EPHB2 EPHB3 FOXE1 FOXF2 FRAS1 FZD1 FZD2 GABRB3 GDF11 GLI3 HAND2 IFT172 INHBA INSIG1 INSIG2 INTU IRF6 ITGB6 ITGB8 JAG2 LEF1 LOXL3 LRRC32 MEOX2 MMP25 MSC MSX1 NPRL3 OSR1 OSR2 PAK1IP1 PDGFRA PKDCC PLEKHA1 PRRX1 PYGO2 SATB2 SGPL1 SHH SKI SMAD2 SMAD4 SNAI1 SNAI2 SOS1 SOX11 SUMO1 TBC1D32 TBX1 TBX2 TBX3 TCF21 TFAP2A TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 TIPARP TMEM107 TSHZ1 TWIST1 VAX1 WDPCP WFIKKN1 WFIKKN2 WNT11 WNT3A WNT5A WNT7A WNT8A WNT9B GOBP_ROSTROCAUDAL_NEURAL_TUBE_PATTERNING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ROSTROCAUDAL_NEURAL_TUBE_PATTERNING ATP6AP2 BMI1 EN1 FGF8 GBX2 HES1 KDM2B PAX6 SOX17 SSBP3 WNT1 GOBP_ROUNDABOUT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ROUNDABOUT_SIGNALING_PATHWAY MYO9B RHOA ROBO1 SLIT2 SLIT3 GOBP_RRNA_3_END_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RRNA_3_END_PROCESSING ERI1 ERI2 ERI3 EXOSC10 EXOSC2 EXOSC3 EXOSC7 EXOSC8 EXOSC9 RPS21 GOBP_RRNA_5_END_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RRNA_5_END_PROCESSING ABT1 NOP14 NOP9 TBL3 UTP20 GOBP_RRNA_BASE_METHYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RRNA_BASE_METHYLATION BUD23 EMG1 FDXACB1 METTL15 METTL15P1 METTL16 NOP2 NSUN5 NSUN5P1 NSUN5P2 TRMT112 GOBP_RRNA_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RRNA_CATABOLIC_PROCESS DDX49 DEDD2 DIS3 DIS3L ERN2 EXOSC10 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 PELO SLFN12 SLFN13 SLFN14 TRIR XRN1 ZCCHC7 GOBP_RRNA_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RRNA_METABOLIC_PROCESS ABT1 ANG BMS1 BOP1 BRF1 BRIX1 BUD23 BYSL C1D CAVIN1 CHD7 DCAF13 DDX10 DDX11 DDX17 DDX18 DDX21 DDX27 DDX47 DDX49 DDX51 DDX52 DDX54 DDX56 DEDD DEDD2 DHX37 DIMT1 DIS3 DIS3L DKC1 DROSHA EBNA1BP2 EIF4A3 EIF6 EMG1 ENSG00000275464 ERCC2 ERCC6 ERI1 ERI2 ERI3 ERN2 ESF1 EXOSC1 EXOSC10 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 FBL FBLL1 FCF1 FDXACB1 FRG1 FTSJ3 GAR1 GEMIN4 GTF2H5 GTF3A GTF3C1 GTF3C2 GTF3C3 GTF3C4 GTF3C5 GTF3C6 GTPBP4 HEATR1 IMP3 IMP4 IPPK ISG20 KAT2B KRI1 KRR1 LAS1L LSM6 LYAR MACROH2A1 MACROH2A2 MAK16 MAPT MARS1 METTL15 METTL15P1 METTL16 METTL18 METTL25B METTL5 MPHOSPH10 MPHOSPH6 MRM1 MRM2 MRM3 MRPL44 MRTO4 MTERF4 MTOR MTREX NAF1 NAT10 NCL NGDN NHP2 NIFK NOB1 NOC4L NOL10 NOL11 NOL6 NOL8 NOL9 NOLC1 NOP10 NOP14 NOP2 NOP53 NOP56 NOP58 NOP9 NPM3 NSA2 NSUN3 NSUN4 NSUN5 NSUN5P1 NSUN5P2 NUDT16 NVL PA2G4 PDCD11 PELO PELP1 PES1 PIH1D1 PIH1D2 PIN4 POLR1B POLR1E POLR1G POP4 POP5 POP7 PPAN PRKDC PWP1 PWP2 RBFA RBM34 RCL1 REXO4 RIOK1 RIOK2 RIOK3 RMRP RNASEL RPF1 RPF2 RPL10A RPL11 RPL14 RPL26 RPL27 RPL35 RPL35A RPL5 RPL7 RPL7A RPL7L1 RPP25 RPP30 RPP38 RPP40 RPS14 RPS15 RPS16 RPS17 RPS19 RPS21 RPS24 RPS25 RPS27 RPS28 RPS6 RPS7 RPS8 RPUSD1 RPUSD2 RPUSD4 RRP1 RRP12 RRP15 RRP1B RRP36 RRP7A RRP7BP RRP8 RRP9 RRS1 RSL1D1 SART1 SBDS SDE2 SHQ1 SIRT7 SLFN12 SLFN13 SLFN14 SLX9 SMARCA4 SMARCB1 SNU13 SPIN1 SRFBP1 SUV39H1 TAF1B TBL3 TCOF1 TENT4B TFB1M TFB2M TP53 TRIR TRMT112 TRMT2B TRMT61B TSR1 TSR2 TSR3 URB1 USP36 UTP11 UTP14A UTP14C UTP15 UTP18 UTP20 UTP23 UTP25 UTP3 UTP4 UTP6 WBP11 WDR12 WDR18 WDR3 WDR36 WDR43 WDR46 WDR55 WDR74 WDR75 XRN1 XRN2 YBEY YTHDF2 ZCCHC4 ZCCHC7 ZNHIT3 ZNHIT6 GOBP_RRNA_METHYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RRNA_METHYLATION BUD23 DIMT1 EMG1 FBL FBLL1 FDXACB1 FTSJ3 METTL15 METTL15P1 METTL16 METTL25B METTL5 MRM1 MRM2 MRM3 NOP2 NSUN3 NSUN4 NSUN5 NSUN5P1 NSUN5P2 TFB1M TFB2M TRMT112 TRMT2B TRMT61B ZCCHC4 GOBP_RRNA_MODIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RRNA_MODIFICATION BUD23 DIMT1 DKC1 EMG1 FBL FBLL1 FDXACB1 FTSJ3 GAR1 METTL15 METTL15P1 METTL16 METTL25B METTL5 MRM1 MRM2 MRM3 NAF1 NAT10 NHP2 NOP10 NOP2 NSUN3 NSUN4 NSUN5 NSUN5P1 NSUN5P2 RPUSD1 RPUSD2 TFB1M TFB2M TRMT112 TRMT2B TRMT61B TSR3 ZCCHC4 GOBP_RRNA_PSEUDOURIDINE_SYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RRNA_PSEUDOURIDINE_SYNTHESIS DKC1 GAR1 NAF1 NHP2 NOP10 RPUSD1 RPUSD2 TSR3 GOBP_RRNA_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RRNA_TRANSCRIPTION ANG BRF1 CAVIN1 DDX11 DEDD ERCC2 ERCC6 GTF2H5 GTF3A GTF3C1 GTF3C2 GTF3C3 GTF3C4 GTF3C5 GTF3C6 IPPK MACROH2A1 MACROH2A2 MARS1 MTOR NCL NIFK NOL11 NOP53 NPM3 PIH1D1 POLR1B POLR1E POLR1G PWP1 SIRT7 SMARCA4 SMARCB1 SPIN1 TAF1B TCOF1 TP53 GOBP_RRNA_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RRNA_TRANSPORT MRPL18 NPM1 PNPT1 TSC1 TST GOBP_RUFFLE_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RUFFLE_ASSEMBLY ABI3 AIF1 AIF1L ARF6 ARHGAP24 ARHGEF26 BAG4 CARMIL2 CAV1 COBL CORO1C CSPG4 CYFIP1 DEF8 EPS8 EPS8L1 EPS8L2 EPS8L3 EVL FAM98A HRAS ICAM1 INPP5K INPPL1 KANK1 NDEL1 NLGN1 P2RX4 P2RY12 PFN1 PFN2 PIP5K1A PLEKHM1 RAC1 RCC2 RDX RHOG SH3BP1 SH3YL1 SNX10 STAP1 STON1 TACSTD2 USP17L2 WDPCP GOBP_RUFFLE_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_RUFFLE_ORGANIZATION ABI3 AIF1 AIF1L ARF6 ARFIP2 ARHGAP24 ARHGEF26 BAG4 CARMIL1 CARMIL2 CAV1 CCL21 CCR7 COBL CORO1B CORO1C CSF1R CSPG4 CYFIP1 DEF8 EPS8 EPS8L1 EPS8L2 EPS8L3 EVL FAM98A HRAS ICAM1 INPP5K INPPL1 KANK1 LIMA1 MTOR NDEL1 NLGN1 P2RX4 P2RY12 PFN1 PFN2 PIP5K1A PLEK PLEKHA1 PLEKHM1 RAC1 RCC2 RDX RHOG SH3BP1 SH3YL1 SNX10 STAP1 STON1 TACSTD2 TCIRG1 TPM1 USP17L2 WDPCP GOBP_R_LOOP_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_R_LOOP_PROCESSING DDX21 DDX23 NFAT5 PRIMPOL SIRT7 SRPK2 GOBP_SALIVARY_GLAND_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SALIVARY_GLAND_DEVELOPMENT BMP7 BTBD7 CLCN2 DAG1 EDA EDAR EGFR ESRP2 FGF10 FGF7 FGF8 FGFR2 HGF LAMA1 LAMA5 NFIB NKX3-1 NRP1 NTN4 PAX6 PDGFA PLXNA1 PLXND1 POLB SEMA3C SHH SNAI2 TFCP2L1 TGFB1 TGFB2 TGFB3 TGM2 TNF TWSG1 GOBP_SALIVA_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SALIVA_SECRETION AQP1 AQP5 CHRM1 CHRM3 DCANP1 FGF10 KCNN4 NEUROG1 OPRK1 PPP3CA SLC4A9 STATH TIFAB GOBP_SARCOMERE_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SARCOMERE_ORGANIZATION ACTG1 ACTN2 AKAP13 ANKRD1 ANKRD23 BMP10 CAPN3 CASQ1 CAV3 CFL2 CSRP1 CSRP2 CSRP3 EDN1 FHOD3 FLNC ITGB1 KRT19 KRT8 LDB3 LMOD2 MIR1-1 MYH3 MYH6 MYH7 MYLK3 MYOM2 MYOZ1 MYOZ2 MYPN OBSCN PLEC PRKAR1A PRKD1 PROX1 SIX4 SRF SYNPO2L TCAP TNNT1 TNNT2 TNNT3 TPM1 TTN WDR1 GOBP_SARCOPLASMIC_RETICULUM_CALCIUM_ION_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SARCOPLASMIC_RETICULUM_CALCIUM_ION_TRANSPORT AKAP6 ANK2 ATP1A2 ATP2A1 ATP2A2 CACNA1C CACNG1 CALM1 CALM2 CALM3 CAMK2D CASQ1 CASQ2 CCL3 CCR5 CHD7 CLIC2 DHRS7C DMD FKBP1B GSTM2 GSTO1 HRC METTL21C MIR1-1 MIR133A1 MIR93 MRLN NOL3 PDE4D PLN PRKACA RYR1 RYR2 RYR3 SLC8A1 SLN SRI STRIT1 TMEM38A TMEM38B TRDN ZMPSTE24 GOBP_SATELLITE_CELL_ACTIVATION_INVOLVED_IN_SKELETAL_MUSCLE_REGENERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SATELLITE_CELL_ACTIVATION_INVOLVED_IN_SKELETAL_MUSCLE_REGENERATION CAPN3 GJD4 KLF5 KPNA1 SOX15 GOBP_SA_NODE_CELL_TO_ATRIAL_CARDIAC_MUSCLE_CELL_COMMUNICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SA_NODE_CELL_TO_ATRIAL_CARDIAC_MUSCLE_CELL_COMMUNICATION ANK2 CACNA1D CACNA1G GJA5 GJC1 HCN4 KCNA5 RYR2 SCN3B SCN5A TBX18 GOBP_SA_NODE_CELL_TO_ATRIAL_CARDIAC_MUSCLE_CELL_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SA_NODE_CELL_TO_ATRIAL_CARDIAC_MUSCLE_CELL_SIGNALING ANK2 CACNA1D CACNA1G HCN4 KCNA5 RYR2 SCN3B SCN5A TBX18 GOBP_SCARNA_LOCALIZATION_TO_CAJAL_BODY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SCARNA_LOCALIZATION_TO_CAJAL_BODY CCT2 CCT4 DKC1 TCP1 WRAP53 GOBP_SCF_DEPENDENT_PROTEASOMAL_UBIQUITIN_DEPENDENT_PROTEIN_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SCF_DEPENDENT_PROTEASOMAL_UBIQUITIN_DEPENDENT_PROTEIN_CATABOLIC_PROCESS AMN1 BTRC CCNF CUL1 CUL2 CUL5 DMAC2 FBXL12 FBXL13 FBXL14 FBXL15 FBXL16 FBXL17 FBXL18 FBXL2 FBXL20 FBXL21P FBXL3 FBXL4 FBXL5 FBXL6 FBXL7 FBXL8 FBXO17 FBXO2 FBXO27 FBXO3 FBXO31 FBXO33 FBXO38 FBXO39 FBXO4 FBXO44 FBXO48 FBXO6 FBXO9 FBXW11 FBXW4 FBXW5 FBXW7 KIF14 NCCRP1 RBX1 SKP1 SKP2 STYX WWTR1 GOBP_SCHWANN_CELL_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SCHWANN_CELL_DEVELOPMENT ADGRG6 AKT1 AKT2 ARHGEF10 CDK5 CNTNAP1 DAG1 DICER1 FA2H ILK ITGB4 LAMB2 LGI4 MED12 MYOC NCMAP NDRG1 NF1 NTRK2 PALS1 PARD3 PLEC POU3F1 POU3F2 PPP3R1 PRX SH3TC2 SIRT2 SKI SLC25A46 SOD1 GOBP_SCHWANN_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SCHWANN_CELL_DIFFERENTIATION ADGRG6 AKT1 AKT2 ARHGEF10 CDK1 CDK5 CNTNAP1 DAG1 DICER1 EGR2 ERBB3 FA2H GPC1 ILK ITGB4 LAMA2 LAMB2 LGI4 MED12 MYOC NAB1 NAB2 NCMAP NDRG1 NF1 NTRK2 PALS1 PARD3 PLEC POU3F1 POU3F2 PPP3R1 PRX RELA SH3TC2 SIRT2 SKI SLC25A46 SOD1 GOBP_SCHWANN_CELL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SCHWANN_CELL_MIGRATION CERS2 MIR221 MIR222 NF1 RRAS RRAS2 TIAM1 GOBP_SCHWANN_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SCHWANN_CELL_PROLIFERATION ASCL2 CERS2 DICER1 GFAP MIR221 MIR222 NF1 NF2 RNF10 SKI SOX10 GOBP_SEBACEOUS_GLAND_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SEBACEOUS_GLAND_DEVELOPMENT ACER1 ASH1L EXT1 FA2H GATA6 KRT76 RBPJ SMAD4 WNT10A ZDHHC21 GOBP_SECONDARY_HEART_FIELD_SPECIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SECONDARY_HEART_FIELD_SPECIFICATION AXIN2 BMP4 FOXH1 ISL1 LRP2 MEF2C MESP1 RBPJ SMARCD3 WNT11 WNT5A GOBP_SECONDARY_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SECONDARY_METABOLIC_PROCESS ACMSD AKR1A1 AKR1B1 AKR1B10 AKR1C1 AKR1C2 AKR1C3 AKR1C4 AKR7A2 APPL1 ARL1 AS3MT ASIP ATP7A BCL2 BDH2 CBR4 CDH3 CITED1 CTNS CYP1A1 CYP1A2 CYP1B1 CYP2A13 CYP2A6 CYP2A7 CYP2D6 CYP2W1 CYP3A4 CYP3A5 DCT DDT FMO1 FMO2 GIPC1 MC1R MFSD12 N6AMT1 NFE2L2 OCA2 OPN3 PMEL RAB38 RAPGEF2 SLC24A5 SLC45A2 SLC7A11 SULT1C4 TH TRPC1 TYR TYRP1 UGT1A7 UGT1A8 VHL WNT5A ZEB2 GOBP_SECONDARY_PALATE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SECONDARY_PALATE_DEVELOPMENT CHD7 COL11A2 DLG1 FOXE1 FZD1 FZD2 ITGB6 ITGB8 JAG2 LEF1 LRRC32 MMP25 SMAD2 SMAD4 SOX11 TBX1 TGFB2 TGFB3 TGFBR2 TGFBR3 TSHZ1 WNT11 WNT3A WNT5A WNT7A WNT8A GOBP_SECOND_MESSENGER_MEDIATED_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SECOND_MESSENGER_MEDIATED_SIGNALING ACKR2 ACKR3 ACKR4 ACTN3 ADA ADCY1 ADCY2 ADCYAP1 ADCYAP1R1 ADGRB2 ADGRG6 ADGRL1 ADM ADNP ADORA2B AGT AGTR1 AGTR2 AHR AKAP5 AKAP6 ANK2 APLNR APOE AQP1 ATF1 ATP1A2 ATP1B1 ATP2A2 ATP2B4 AVPR1A AZU1 BCAP31 BHLHA15 BST1 BTK C10orf71 CACNA1C CALM1 CALM2 CALM3 CAMK2D CAMKK2 CAMTA1 CAP1 CAP2 CASQ1 CASQ2 CBS CCL20 CCL3 CCL4 CCR1 CCR10 CCR2 CCR3 CCR4 CCR5 CCR6 CCR7 CCR8 CCR9 CCRL2 CD22 CD36 CD3E CD4 CDC34 CDH13 CGAS CHERP CHP1 CHP2 CHRM3 CIB1 CLEC7A CLIC2 CMKLR1 CREB1 CX3CR1 CXCL8 CXCR1 CXCR2 CXCR3 CXCR4 CXCR5 CXCR6 DDAH1 DDAH2 DEFB1 DGKQ DMD DMPK DMTN DYRK2 EDN1 EDN2 EDNRB EFHB EGFR EIF2AK3 ENSG00000274276 ENSG00000290147 EPHA5 ERBB3 FCGR3A FFAR4 FHL2 FIS1 FKBP1B FPR1 FPR2 GAL GBP1 GHRHR GIP GIPR GLP1R GNAI1 GPR143 GPR3 GPR61 GPR62 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRM5 GSK3B GSTM2 GSTO1 GUCA1A GUCA2B GUCY1A1 GUCY1A2 GUCY1B1 GUCY2D GUCY2F HINT1 HOMER2 HOMER3 HPCA HRC HTR2B HTR2C HTT IGF1 INS INSL3 IRAG1 IRGM ITPR1 JPT2 KCNC2 KCNJ11 KCNJ8 KDR KSR1 KSR2 LACRT LAT LAT2 LHCGR LMCD1 LPAR1 LRRK2 MAFA MAPK7 MAPT MCOLN1 MCTP1 MCTP2 MCU MGRN1 MIR1-1 MIR133A1 MTNR1B MTOR MYOZ1 MYOZ2 NCALD NDNF NEUROD1 NEUROD2 NFAT5 NFATC1 NFATC2 NFATC3 NFATC4 NHERF4 NMUR1 NMUR2 NOS1 NOS1AP NOS2 NOS3 NPPA NPPB NPPC NPR1 NR5A1 NR5A2 NUDT4 OPRL1 OR51E2 P2RX2 P2RX3 P2RX4 P2RX5 P2RX7 P2RY11 P2RY12 PDE10A PDE11A PDE2A PDE3A PDE3B PDE4D PDE5A PDE7A PDE7B PDGFRA PDGFRB PDK2 PDPK1 PDX1 PEX5L PLA2G4B PLCE1 PLCG1 PLCG2 PLEK PLN POMC PPP1R9A PPP1R9B PPP2CA PPP2R1A PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PRKAA1 PRKACA PRKD1 PRKG1 PRNP PTBP1 PTGDR2 PTGFR PTPRC PTPRJ RAPGEF2 RAPGEF3 RASD1 RASD2 RCAN1 RCAN2 RCAN3 REM1 RGN RILPL1 RIT2 RUNDC3A RXFP2 RYR2 SAMD14 SCT SCTR SELE SELENOK SELP SGCD SLA2 SLC24A4 SLC8A1 SLC8A2 SLC9A1 SOX9 SPHK1 SPINK1 SPPL3 STIMATE SYK TBC1D10C TBXA2R THBS1 TMBIM4 TMEM100 TMEM38A TMEM38B TNF TNFSF11 TNNI3 TPCN2 TRAT1 TREM2 TRPM2 TRPM4 TRPM5 TRPM8 UBE2B UCN VCAM1 VEGFA XCR1 ZAP70 ZMPSTE24 GOBP_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SECRETION AACS ABAT ABCA1 ABCA12 ABCB11 ABCB4 ABCC4 ABCC8 ABCG1 ACE ACHE ACSL3 ACSL4 ACVR1C ACVR2B ADA ADAM8 ADAM9 ADCY5 ADCY8 ADCYAP1 ADGRE2 ADIPOQ ADORA1 ADORA2A ADORA2B ADORA3 ADRA2A ADRA2B ADRA2C ADTRP AGR2 AGT AGTR1 AGXT AIMP1 ALOX12B ALOX5 ANG ANK1 ANKRD1 ANO1 ANXA1 ANXA2 ANXA3 AP1B1 AP1G1 AP1M2 AP1S1 APBA1 APBB1 APBB3 APLN APOE AQP1 AQP5 AQP9 ARF6 ARFGAP3 ARFGEF1 ARFGEF2 ARFIP1 ARHGAP17 ARHGAP44 ARL4D ARL8B ASIC1 ATG5 ATP13A2 ATP2A2 ATP7A ATP7B ATP9A AVP AVPR1A AVPR1B AXL BAD BAIAP3 BCR BDKRB2 BGLAP BLK BLOC1S3 BLOC1S6 BMAL1 BMP2 BMP6 BMP8A BRAF BRSK1 BRSK2 BTK C12orf4 C1QTNF1 C1QTNF12 C1QTNF3 C1QTNF5 C2CD2L CA2 CA9 CACNB4 CAD CADPS CADPS2 CAMK2A CAMK2G CANX CAPN10 CARTPT CASK CASR CAV1 CAVIN1 CBARP CBL CBLN1 CBLN4 CCDC186 CCKAR CCKBR CCL3 CCL5 CCL8 CCN3 CCND1 CCR1 CCR2 CD177 CD200 CD2AP CD300A CD33 CD38 CD74 CD84 CDK16 CDK5 CDK5R2 CDO1 CEACAM1 CEL CELA2A CELSR2 CES1 CFTR CGA CHD7 CHGA CHMP2A CHMP3 CHMP6 CHRM1 CHRM3 CHRM5 CHRNA3 CHRNA4 CHRNA6 CHRNA7 CHRNB2 CHRNB4 CKLF CLASP1 CLASP2 CLNK CLOCK CLTRN CNR1 COMP COPA COPG1 COPG2 COPS5 CORIN CORO1A CPB2 CPE CPLANE2 CPLX1 CPLX2 CPLX3 CPLX4 CPT1A CREB1 CREB3L1 CRH CRHBP CRHR1 CRY1 CRY2 CSF2 CSN2 CSN3 CSPG5 CTAGE1 CTAGE15 CTAGE4 CTAGE6 CTAGE8 CTAGE9 CTBP2 CXCL12 CYB5R4 CYBA CYP19A1 CYP4A11 CYP4F2 CYP51A1 DAB2 DCANP1 DDR1 DNAJC1 DNAJC5 DNM1L DOC2A DOC2B DPH3 DRD2 DRD3 DRD4 DTNBP1 DVL1 DYSF EDN1 EDN3 EDNRB EFNA5 EGF EIPR1 ENG ENSA ENY2 EPHA5 EQTN ERBB3 ERBB4 ERC2 ERP29 EXOC1 EXOC2 EXOC3 EXOC3L1 EXOC3L2 EXOC3L4 EXOC4 EXOC5 EXOC6 EXOC6B EXOC7 EXOC8 EXPH5 F2 F2R F2RL1 F2RL2 FAM3B FAM3D FBLN5 FBXL20 FBXO45 FCER1A FCGR2B FCGR3A FER FER1L4 FER1L5 FES FFAR1 FFAR2 FFAR3 FFAR4 FGA FGB FGF10 FGF20 FGF23 FGF7 FGG FGR FKBP1B FMR1 FOSL2 FOXA2 FOXB1 FOXD1 FOXF1 FOXL2 FOXO1 FRMD4A FURIN FZD4 G6PC2 GAB2 GABBR1 GAL GALR1 GATA1 GATA2 GATA3 GCG GCGR GCK GDF9 GDNF GHRH GHRHR GHRL GHSR GIP GIPC1 GIPR GIT1 GJA1 GLP1R GLUD1 GNA11 GNAI2 GNAT1 GNAZ GNPTAB GNRHR GOLPH3 GOLPH3L GPAT4 GPER1 GPLD1 GPR119 GPR158 GPR15LG GPR27 GPR68 GRIK5 GRK2 GRM2 GRM4 GRM7 GRP GSDMD GUCA1B HADH HAP1 HCAR2 HCK HCRT HFE HGS HIF1A HIP1R HK2 HLA-DRB1 HLA-F HMGCR HNF1A HNF1B HNF4A HRH2 HRH3 HTR1A HTR1B HTR2A HTR2C HTR4 HYAL3 IER3IP1 IFNG IGF1 IL11 IL12A IL12B IL13 IL13RA2 IL1A IL1B IL1RAPL1 IL1RN IL4 IL4R IL6 ILDR1 ILDR2 INHA INHBA INHBB INS IRS1 IRS2 ISL1 ITGAM ITGB2 ITPR1 ITSN1 JAGN1 JAK2 KCNA2 KCNA5 KCNB1 KCNJ11 KCNJ8 KCNMB4 KCNN4 KCNQ1 KDM5B KISS1 KIT KLF7 KLRC2 KLRF2 KMO KPNA4 KRT20 LACRT LAMP1 LAT LAT2 LEP LGALS9 LGI3 LHCGR LIF LILRB1 LIN7A LIN7B LIN7C LLGL1 LLGL2 LRP5 LRRC8A LRRK2 LTBP2 LTBP4 LYN M6PR MAFA MAOB MAP2K6 MC4R MCTP1 MCTP2 MCU MECP2 MED1 MEF2C MERTK MIA2 MIA3 MICAL1 MICAL3 MIDN MIF MILR1 MIR146A MIR199A1 MIR199B MIR19A MIR19B1 MIR29B1 MIR30C1 MIR33A MIR766 MIR93 MON1A MPC2 MRGPRX2 MT-CO2 MTCO2P12 MTNR1B MTTP MTX1 MUC2 MYB MYH10 MYH9 MYO18A MYO1G MYO6 MYOF MYOM1 MYRIP NADK NAGPA NAPA NAPB NCKAP1L NCOA1 NCOR2 NDUFAF2 NECAB3 NEO1 NEURL1 NEUROD1 NEUROG1 NF1 NHERF1 NIBAN2 NKD2 NKG7 NKX3-1 NKX6-1 NLGN1 NLGN2 NLRP5 NLRP6 NMB NME1 NMUR2 NNAT NOS2 NOTCH1 NPPB NPR1 NPSR1 NPVF NPY5R NR0B2 NR1D1 NR1H2 NR1H3 NR1H4 NR4A1 NR4A3 NRG1 NRXN1 NRXN2 NSF NTRK2 NTSR1 OAS2 OC90 OLFM2 OPRK1 OPRM1 OR51E2 ORAI1 OSBP OSM OTOF OXTR P2RX1 P2RX4 P2RX7 P2RY1 P2RY2 P2RY4 P3H1 PAFAH1B1 PAK1 PARD6A PARK7 PASK PAX8 PCK2 PCLO PCSK1 PCSK5 PCSK6 PDCD6IP PDE8B PDIA4 PDPK1 PDX1 PDZD11 PER2 PFKFB2 PFKL PFKM PFN2 PICK1 PIK3C2A PIK3CD PIK3CG PIM3 PINK1 PIP5K1C PLA2G10 PLA2G12A PLA2G12B PLA2G1B PLA2G2A PLA2G2C PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G4A PLA2G4F PLA2G5 PLA2G6 PLA2R1 PLCB1 PLEK PNKD PNPLA8 POFUT2 POMC PORCN PPARG PPFIA2 PPFIA3 PPIA PPID PPP3CA PPP3CB PPT1 PPY PRAM1 PREB PREPL PRF1 PRICKLE1 PRKAA1 PRKACA PRKAR1A PRKCB PRKCE PRKCG PRKCI PRKD1 PRKG1 PRKN PRL PRLR PROCA1 PRRT2 PRSS12 PSEN1 PSMD9 PTAFR PTGDR PTGDS PTGER3 PTGES PTGES2 PTGS2 PTPN11 PTPN23 PTPRN PTPRN2 RAB10 RAB11A RAB11B RAB11FIP1 RAB11FIP2 RAB11FIP3 RAB11FIP5 RAB12 RAB13 RAB15 RAB1A RAB21 RAB25 RAB26 RAB27A RAB27B RAB2B RAB31 RAB33B RAB3A RAB3B RAB3C RAB3D RAB3GAP1 RAB3IL1 RAB3IP RAB44 RAB5A RAB7A RAB8A RAB8B RAB9A RABEPK RABGEF1 RAC2 RAF1 RALA RALB RAP1A RAP1B RAP1BL RAP1GDS1 RAPGEF4 RASGRP1 RASL10B RBM4 RBP4 RCN3 REN REST RETN RFX3 RFX6 RGCC RHBDD3 RHBDF1 RHBDF2 RIC1 RIMS1 RIMS2 RIMS3 RIMS4 RPH3A RPH3AL RSAD2 S100A10 S100A13 S100A8 SAA1 SCAMP1 SCAMP5 SCG2 SCG5 SCIN SCN11A SCNN1B SCRIB SCRN1 SCT SDC1 SDC4 SDCBP SDF4 SDHD SEC24A SEL1L SELENOM SELENOT SEPTIN1 SEPTIN2 SEPTIN4 SEPTIN5 SERGEF SERP1 SERPINE2 SFRP1 SGK1 SIDT2 SIRT3 SIRT4 SIRT6 SLC10A1 SLC12A2 SLC16A1 SLC16A10 SLC16A2 SLC18A2 SLC18A3 SLC1A5 SLC22A16 SLC22A2 SLC25A22 SLC26A6 SLC26A7 SLC29A1 SLC2A2 SLC30A1 SLC30A8 SLC32A1 SLC38A2 SLC38A3 SLC44A4 SLC4A5 SLC4A8 SLC4A9 SLC51A SLC51B SLC6A1 SLC6A3 SLC6A4 SLC8B1 SLC9A4 SLC9B2 SMAD2 SMAD4 SMCR8 SMPD3 SNAP23 SNAP25 SNAP29 SNAP47 SNAPIN SNCA SNCAIP SNCG SNF8 SNPH SNX10 SNX19 SNX4 SNX6 SOCS2 SOX11 SOX4 SPHK2 SPI1 SPINK1 SPP1 SPX SRCIN1 SREBF1 SRI SSTR4 SSTR5 STAM STAT5A STAT5B STATH STC1 STEAP2 STEAP3 STK39 STX11 STX17 STX19 STX1A STX1B STX2 STX3 STX4 STXBP1 STXBP2 STXBP3 STXBP4 STXBP5 STXBP5L STXBP6 SUCNR1 SV2A SV2B SV2C SVBP SYBU SYCN SYK SYN1 SYN2 SYN3 SYNGR1 SYNGR2 SYNGR3 SYNJ1 SYP SYT1 SYT10 SYT11 SYT12 SYT13 SYT15 SYT17 SYT2 SYT3 SYT4 SYT5 SYT6 SYT7 SYT8 SYT9 SYTL1 SYTL2 SYTL3 SYTL4 SYTL5 TACR1 TACR2 TANGO2 TANGO6 TARDBP TBX3 TCF7L2 TCIRG1 TFAP2B TFF2 TFR2 TGFB1 TGFB2 TGFB3 TGM2 TIAM1 TIFAB TLR2 TLR4 TM7SF3 TMED10 TMED2 TMEM132A TMEM167A TMEM167B TMEM38B TMEM79 TMF1 TNF TNFAIP2 TNFRSF11A TNFRSF1A TNFRSF1B TNFSF11 TPCN2 TPD52 TPH1 TPRG1L TRAF3IP2 TRAPPC11 TRARG1 TREM2 TRH TRIM72 TRPC4 TRPM4 TRPV1 TRPV4 TRPV6 TSG101 TSPAN18 TSPO TTN TUNAR TVP23A TVP23B TVP23C TXLNA TYRO3 UBE2Q1 UCN UCN3 UCP2 UGT1A3 UMOD UMPS UNC13A UNC13B UNC13C UNC13D UPRT UQCC2 USE1 USF2 VAMP2 VAMP3 VAMP7 VAMP8 VDR VEGFA VEGFC VGF VIP VPS11 VPS18 VPS35 VPS4A VPS4B VSNL1 VTI1B WASH3P WASH6P WASHC1 WASHC3 WDR41 WIPF3 WLS WNK1 WNK4 WNT7A XBP1 XDH YKT6 ZBED6 ZBTB7B ZP3 ZP4 GOBP_SECRETION_BY_TISSUE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SECRETION_BY_TISSUE ADA ADORA1 AGR2 ALOX12B ANO1 AQP1 AQP5 ATG5 CEL CELSR2 CHRM1 CHRM3 COPA CYBA DCANP1 FGF10 FOSL2 HTR4 KCNN4 LACRT MUC2 NEUROG1 NLRP6 NR1H2 NR1H3 OPRK1 P2RY2 PPP3CA PRICKLE1 PRKCE SCNN1B SCT SLC4A5 SLC4A9 SPINK1 STATH STK39 TIFAB TRAF3IP2 VAMP2 VAMP3 VAMP8 WNK1 WNK4 GOBP_SECRETION_OF_LYSOSOMAL_ENZYMES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SECRETION_OF_LYSOSOMAL_ENZYMES BLOC1S3 BLOC1S6 GNPTAB M6PR NAGPA NR1H2 NR1H3 GOBP_SECRETORY_GRANULE_LOCALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SECRETORY_GRANULE_LOCALIZATION KIF1A KIF1C KIF5A KIF5B MAP2 MECP2 PIK3CG PPFIA2 RASGRP1 SYBU SYT4 TANC2 TRIM46 USO1 GOBP_SECRETORY_GRANULE_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SECRETORY_GRANULE_ORGANIZATION ABCA1 ACRBP ACTL7A ACTL9 AGFG1 AP1B1 AP1G1 AP1M1 AP1S1 AP1S2 AP1S3 AP3B1 AP3D1 AP3M1 AP3S1 AP3S2 AQP1 BAIAP3 BLOC1S1 BLOC1S2 BLOC1S3 CCDC136 CCDC42 CREB1 DTNBP1 F2R F2RL3 GARIN1A GARIN1B HPS1 HPS3 HPS4 HPS5 HPS6 KCNE1 KNL1 LYST MFSD14A NECTIN2 OSBP PAFAH1B1 PFN4 PLA2G3 PLN PTPRN RAB38 RFX2 SERPINE2 SLC35D3 SLC9A8 SNX19 SOX30 SPACA1 SPINK2 SPPL2C SRGN TBC1D20 TBPL1 TMF1 VPS13B VPS33B ZNF385A ZPBP ZPBP2 GOBP_SEGMENTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SEGMENTATION ABI1 ACD ALDH1A2 ATM AXIN2 BASP1 BMI1 BMPR1A CDX1 CDX2 COBL CRB2 DCANP1 DKK1 DLL1 DLL3 DMRT2 DVL2 EGR2 EP300 EPB41L5 FOXB1 FOXC1 FOXC2 FOXF1 FRS2 FZD5 GDF3 HES5 HES7 HOXA2 HOXD8 IRX1 IRX2 IRX3 KAT2A LAMA5 LEF1 LFNG LHX1 LRP6 MAFB MED12 MEOX1 MEOX2 MESP1 MESP2 MIB1 MLLT3 MSGN1 MTF2 MYF5 MYF6 NEUROG1 NKD1 NKX3-1 NLE1 NOTCH1 NRARP NRP1 NRP2 OSR1 PALB2 PCDH8 PCSK6 PLD6 PLXNA2 POFUT1 POGLUT1 PRKDC PSEN1 RBPJ RIPPLY1 RIPPLY2 SEMA3C SEMA3F SFRP1 SFRP2 SHH SMAD3 SMAD4 TAF10 TASOR TBX18 TBX3 TBX6 TBXT TCAP TCF15 TDGF1 TDRD1 TDRD5 TDRD6 TDRD7 TDRKH TIFAB TMED2 TP53 WNT3A WNT5A WT1 XRCC2 ZIC3 GOBP_SEGMENT_SPECIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SEGMENT_SPECIFICATION BMI1 COBL DLL1 DVL2 HES5 HOXA2 IRX1 IRX2 IRX3 MAFB MEOX1 MEOX2 MLLT3 MSGN1 MTF2 OSR1 RIPPLY1 GOBP_SELECTIVE_AUTOPHAGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SELECTIVE_AUTOPHAGY ACBD5 ADCY10 ADRB2 AMBRA1 ARFIP2 ATG13 ATG14 ATG16L1 ATG2A ATG2B ATG4B ATG4D ATG5 ATM AUP1 BAG3 BECN1 CALCOCO2 CALR CDC37 CERS1 CRY1 DDRGK1 GAA GABARAPL1 HDAC6 HSPB8 HTRA2 HTT HUWE1 IRGM KLHL3 LGALS8 LRBA LRSAM1 MAP1LC3B MAP1LC3C MAPK3 MFN2 NOD1 NOD2 OGT OPTN PEX2 PEX5 PHB2 PIK3C3 PINK1 PJVK PRKN RAB7A RB1CC1 RETREG1 RETREG2 RETREG3 RIMOC1 RIPK2 RNF213 RNF31 RNF41 SESN2 SLC25A4 SLC25A5 SNX18 SNX30 SNX7 SPATA33 SPTLC1 SPTLC2 SQSTM1 STBD1 STING1 STK3 TAFAZZIN TBK1 TEX264 TGFB1 TIGAR TOMM7 TP53 TSC2 UBA5 UBQLN1 UFC1 UFL1 UFM1 ULK1 ULK2 ULK3 USP30 VDAC1 VHL VPS13C VPS13D WDFY3 WDR81 WIPI2 GOBP_SELF_PROTEOLYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SELF_PROTEOLYSIS ADGRV1 CAPN1 CAPN3 CAPN7 CARD8 CASP8 DHH IHH LGMN NLRP1 SHH TMPRSS6 GOBP_SEMAPHORIN_PLEXIN_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SEMAPHORIN_PLEXIN_SIGNALING_PATHWAY ARHGDIA ECE1 EDN1 EDNRA FARP2 FLNA GDNF HAND2 KDR MET NCAM1 NRP1 NRP2 PLXNA1 PLXNA2 PLXNA3 PLXNA4 PLXNB1 PLXNB2 PLXNB3 PLXNC1 PLXND1 RAC1 SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SH3BP1 GOBP_SEMAPHORIN_PLEXIN_SIGNALING_PATHWAY_INVOLVED_IN_NEURON_PROJECTION_GUIDANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SEMAPHORIN_PLEXIN_SIGNALING_PATHWAY_INVOLVED_IN_NEURON_PROJECTION_GUIDANCE ECE1 EDN1 EDNRA NRP1 NRP2 PLXNA1 PLXNA2 PLXNA3 PLXNA4 PLXNB1 PLXNB2 PLXNB3 PLXNC1 PLXND1 SEMA3A SEMA3F GOBP_SEMICIRCULAR_CANAL_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SEMICIRCULAR_CANAL_DEVELOPMENT CHD7 EYA1 FGF10 GATA2 GLI3 HOXA1 TBX1 TBX3 ZEB1 GOBP_SEMICIRCULAR_CANAL_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SEMICIRCULAR_CANAL_MORPHOGENESIS CHD7 EYA1 FGF10 HOXA1 TBX1 TBX3 ZEB1 GOBP_SEMINIFEROUS_TUBULE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SEMINIFEROUS_TUBULE_DEVELOPMENT ADGRG1 AR ATRX BRIP1 FER ING2 INHBB KIF18A LHCGR REC8 SCAPER SMAD4 SPATA2 TBC1D20 UBB WDR48 GOBP_SEMI_LUNAR_VALVE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SEMI_LUNAR_VALVE_DEVELOPMENT ADAMTS5 AXIN2 BMP2 BMP4 BMPR2 CDH11 DLL4 EFNA1 ELN EMILIN1 GATA3 GATA4 GATA5 GJA5 HEY1 HEY2 HEYL JAG1 NFATC1 NKX2-5 NOS3 NOTCH1 NOTCH2 NPPA RB1 RBPJ RHOA ROBO1 ROBO2 ROCK1 ROCK2 SLIT2 SLIT3 SMAD2 SMAD6 SNAI1 SNAI2 SOX9 STRA6 TBX20 TGFB1 TGFB2 TGFBR2 TIE1 TNFRSF1A TNFRSF1B TWIST1 GOBP_SENSORY_ORGAN_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SENSORY_ORGAN_DEVELOPMENT ABCB5 ABI2 ACHE ACTL6A ACVR2B ACVRL1 ADAM10 ADAMTS18 ADGRV1 AGTPBP1 AHI1 ALDH1A2 ALDH1A3 ANGPTL7 ANKRD24 ANP32B AQP1 AQP5 ARHGAP35 ARHGEF15 ASCL1 ASCL2 ATF4 ATF6 ATG4B ATG5 ATOH1 ATOH7 ATP2B2 ATP2B4 ATP6V1B1 ATP8A2 ATP8B1 B9D1 BAK1 BARHL2 BAX BBS4 BBS7 BCAR3 BCL11B BCL2 BCL2L11 BCR BFSP1 BFSP2 BHLHA15 BHLHE22 BHLHE23 BIRC7 BLOC1S3 BLOC1S5 BMP2 BMP4 BMP5 BMP6 BMP7 BMPER BMPR1B BMPR2 BNC2 C12orf57 C1QTNF5 CABP4 CACNA1C CACNA1S CALB1 CASP2 CC2D2A CCM2 CCNA2 CDH23 CDK20 CDKN1B CDKN1C CDON CEBPA CEBPD CECR2 CELF4 CEP290 CHD7 CHRDL1 CHRNA10 CHRNA9 CITED2 CLCN2 CLIC4 CLN8 CLRN1 CLRN2 CNTF COL11A1 COL2A1 COL4A1 COL5A1 COL5A2 COL8A1 COL8A2 CPAMD8 CRB1 CRB2 CRYAA CRYAB CRYBA1 CRYBA2 CRYBA4 CRYBB1 CRYBB2 CRYBB3 CRYBG3 CRYGA CRYGB CRYGC CRYGD CRYGN CRYGS CTHRC1 CTNNB1 CTNS CYP1A1 CYP1B1 CYP26B1 CYTL1 DCANP1 DCHS1 DCX DDR1 DIO3 DLG1 DLL1 DLL4 DLX1 DLX2 DLX5 DLX6 DRD2 DSCAM DTNBP1 DVL1 DVL2 DZANK1 ECE1 EDN1 EDNRA EFEMP1 EGFR EPHA2 EPHA4 EPHB1 EPHB2 ESRP1 ESRRB EYA1 EYA4 FASLG FAT1 FAT3 FBN1 FBN2 FGF10 FGF2 FGF20 FGF8 FGF9 FGFR2 FJX1 FKBP8 FLT1 FOXC1 FOXC2 FOXE3 FOXF2 FOXG1 FOXI1 FOXL2 FOXN4 FREM2 FRS2 FRZB FSCN2 FZD2 FZD3 FZD4 FZD5 FZD6 FZR1 GABRA5 GABRB2 GATA2 GATA3 GBX2 GDF11 GDF3 GJA8 GJB2 GJB6 GJE1 GLI3 GNAT1 GNAT2 GNB1 GNG8 GNGT1 GPM6A GRHL2 GRHL3 GRM6 GRXCR1 GRXCR2 GSC GSDME HAND2 HCN1 HDAC1 HDAC2 HES1 HES5 HESX1 HEY2 HIF1A HIPK1 HIPK2 HMGN1 HMX2 HMX3 HOXA1 HOXA13 HOXA2 HOXC13 HPCA HPN HSF4 IFT122 IFT140 IFT172 IFT20 IFT27 IFT88 IHH IMPG2 INHBA INSIG1 INSIG2 INTU ITGA8 JAG1 JAG2 JMJD6 KCNE2 KCNK2 KCNK3 KCNQ1 KCNQ4 KDM2B KDM5B KDR KERA KIT KLF4 KRT12 LAMA1 LAMB2 LAMC3 LARGE1 LCTL LEF1 LENEP LGR5 LHFPL5 LHX1 LHX2 LHX3 LIM2 LIMK2 LIN7A LPCAT1 LRIG1 LRIG3 LRP10 LRP5 MAB21L1 MAB21L2 MAF MAFB MAN2A1 MAPK1 MAPK3 MAPKAPK2 MAX MCM2 MCOLN3 MDM1 MED1 MEGF11 MEIS1 MEIS2 MEIS3 MEIS3P1 MERTK MFAP2 MFAP5 MFN2 MFRP MFSD2A MIP MITF MKS1 MPV17 MSX1 MTERF4 MTNR1B MYCL MYF5 MYO15A MYO3A MYO3B MYO6 MYO7A MYO7B MYOM1 MYOM2 NAGLU NDP NECTIN1 NECTIN3 NES NEUROD1 NEUROD2 NEUROD4 NEUROD6 NEUROG1 NEUROG2 NEUROG3 NF1 NF2 NFIA NFIB NHERF1 NHS NIPBL NKD1 NKX2-6 NKX3-2 NOG NOTCH1 NOTCH2 NOX3 NPHP1 NPHP4 NR2E1 NR2E3 NRL NRP1 NTF4 NTN1 NTRK2 OC90 OLFM3 OLIG1 OLIG2 OLIG3 OPN4 OPN5 OSR1 OSR2 OTOL1 OTOP1 OTX1 PAFAH1B1 PAX2 PAX6 PAX8 PBX1 PBX2 PBX3 PBX4 PCDH15 PDE6A PDE6B PDE6C PDGFRA PDGFRB PDZD7 PFDN5 PHACTR4 PHOX2B PI4KB PITX2 PITX3 PJVK PKNOX1 PLAAT1 PLAAT3 PLPPR4 PLS1 POU3F4 POU4F2 POU4F3 PPP1R13L PRDM1 PRICKLE1 PRKCI PRKRA PROM1 PROX1 PRPH2 PRRX1 PRSS56 PSEN1 PTF1A PTK7 PTPN11 PTPRM PXDN PYGO2 RAB18 RAB3GAP1 RARA RARB RARG RAX RBP4 RBPJ RCN1 RD3 RDH10 RDH13 RET RHO RHOJ RING1 ROM1 ROR1 RORB RP1 RP1L1 RPE65 RPGRIP1 RPGRIP1L RPL24 RPL38 RRM1 RS1 SALL2 SCAPER SCO2 SCRIB SDC4 SDK1 SDK2 SEC24B SERPINF1 SH3PXD2B SHH SHROOM2 SIPA1L3 SIX1 SIX2 SIX3 SIX4 SIX5 SIX6 SKI SKIL SLC17A6 SLC17A7 SLC17A8 SLC1A1 SLC25A25 SLC25A27 SLC26A5 SLC39A5 SLC44A4 SLC4A5 SLC4A7 SLC6A3 SLC7A11 SLITRK6 SMAD3 SMARCA4 SMARCD3 SMCHD1 SMG9 SMOC1 SOBP SOD1 SOS1 SOX1 SOX11 SOX2 SOX3 SOX8 SOX9 SP3 SPRED1 SPRED2 SPRED3 SPRY1 SPRY2 SRF STAT3 STAU2 STOX1 STRA6 STRC TBC1D20 TBC1D32 TBX1 TBX18 TBX2 TBX3 TCAP TCF15 TCIRG1 TDRD7 TECTA TENM3 TFAP2A TFAP2B TGFB2 TGFB3 TGFBR1 TGFBR2 TGIF2 TH THRB THY1 TIFAB TMC1 TMEM132E TMEM135 TMEM215 TMEM231 TMIE TMOD1 TPRN TRIOBP TRIP11 TSHZ1 TSKU TSPAN12 TTC39C TTC8 TTLL5 TUB TULP1 TULP3 TWIST1 TWSG1 UNC45B USH1C USH1G USH2A USP45 VAX1 VAX2 VEGFA VHL VIM VSTM4 VSX1 WDPCP WDR19 WHRN WNT1 WNT10A WNT10B WNT16 WNT2 WNT2B WNT3A WNT5A WNT5B WNT6 WNT7A WNT7B WNT9A WNT9B WT1 XRN2 YY1 ZDHHC16 ZEB1 ZHX2 ZIC1 ZIC3 ZNF513 GOBP_SENSORY_ORGAN_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SENSORY_ORGAN_MORPHOGENESIS ABI2 AGTPBP1 AHI1 ALDH1A3 ANKRD24 AQP1 AQP5 ATF4 ATOH1 ATP6V1B1 ATP8A2 BAK1 BAX BBS4 BCAR3 BCL2 BCR BLOC1S5 BMP4 BMP7 C12orf57 CABP4 CALB1 CDH23 CDON CEP290 CHD7 CHRNA10 CHRNA9 CITED2 CLRN1 CLRN2 CNTF COL11A1 COL2A1 COL5A1 COL5A2 COL8A1 COL8A2 CRB1 CRB2 CRYGB CTHRC1 CTNNB1 CYP26B1 DCANP1 DIO3 DLL1 DLX5 DLX6 DSCAM DVL1 DVL2 DZANK1 EDN1 EDNRA EFEMP1 EPHA2 EPHB1 EPHB2 EYA1 FASLG FAT1 FAT3 FBN1 FBN2 FGF10 FGF2 FGF8 FGF9 FGFR2 FJX1 FOXE3 FOXF2 FOXG1 FOXI1 FOXL2 FOXN4 FRS2 FRZB FSCN2 FZD2 FZD3 FZD5 FZD6 GATA2 GATA3 GBX2 GDF11 GJB6 GLI3 GNAT1 GNAT2 GNGT1 GRHL3 GRXCR2 GSC HCN1 HDAC1 HDAC2 HESX1 HIF1A HIPK1 HIPK2 HMGN1 HMX2 HMX3 HOXA1 HOXA2 HOXC13 HPN IFT122 IFT172 IHH IMPG2 INSIG1 INSIG2 INTU ITGA8 JAG1 KCNQ1 KCNQ4 KDM2B KDR LARGE1 LCTL LHFPL5 LHX1 LRIG1 LRIG3 LRP5 MAFB MAN2A1 MAPK1 MAPK3 MEGF11 MEIS1 MFAP2 MFAP5 MFN2 MFRP MFSD2A MSX1 MYO15A MYO3A MYO3B MYO6 MYO7A NAGLU NDP NECTIN1 NECTIN3 NEUROG1 NF1 NHERF1 NIPBL NKD1 NKX3-2 NOG NOTCH1 NOTCH2 NR2E3 NRL NTN1 NTRK2 OLFM3 OSR1 OSR2 OTOP1 OTX1 PAX2 PAX6 PAX8 PDE6C PDZD7 PHACTR4 PITX2 PITX3 PLS1 POU3F4 POU4F3 PRDM1 PRKCI PRKRA PROM1 PROX1 PRRX1 PTF1A PTK7 PTPRM RARB RARG RBP4 RDH13 RHO RING1 ROM1 RORB RP1 RPE65 RPGRIP1 RPGRIP1L RPL38 RS1 SCRIB SDK1 SDK2 SEC24B SHROOM2 SIX1 SIX2 SIX3 SIX4 SKI SLC1A1 SLC44A4 SLITRK6 SOBP SOD1 SOX1 SOX11 SOX8 SOX9 SP3 SPRY2 STAT3 STAU2 STOX1 STRA6 STRC TBC1D20 TBX1 TBX18 TBX2 TBX3 TCAP TDRD7 TECTA TENM3 TFAP2A TFAP2B TH THRB THY1 TIFAB TMEM215 TMIE TPRN TRIOBP TSHZ1 TSKU TSPAN12 TTC39C TTC8 TULP1 TWIST1 USH1C USH1G VAX2 VEGFA VHL VSX1 WDPCP WDR19 WHRN WNT1 WNT16 WNT2 WNT2B WNT3A WNT5A WNT9A YY1 ZEB1 ZHX2 ZIC1 ZIC3 GOBP_SENSORY_PERCEPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SENSORY_PERCEPTION ABCA4 ABCC6 ABLIM1 ACP3 ADCY3 ADGRV1 ADORA1 ADORA2A ADRA2A AIPL1 ALDH7A1 ALOXE3 ANKRD24 ANO1 AOC2 AQP1 ARL6 ARR3 ARRB1 ASIC1 ASIC2 ASIC3 ATF6 ATP2B2 ATP6V0A4 ATP6V1B1 ATP8A2 ATP8B1 ATPSCKMT ATXN7 AXIN1 AZGP1 B2M B3GNT2 BACE1 BARHL1 BBS1 BBS10 BBS2 BBS4 BBS5 BBS7 BBS9 BEST1 BEST2 BFSP2 BIRC5 BTBD9 C5AR1 CA6 CABP1 CABP2 CABP4 CACNA1D CACNA1F CACNA2D4 CACNB2 CACNB4 CALCA CALHM1 CALHM3 CASP3 CCDC50 CCDC66 CCL2 CCL3 CCN3 CCR2 CD36 CDC14A CDH23 CDH3 CDK5 CDKN1B CDKN2D CEACAM16 CEMIP CEP250 CFAP69 CHD7 CHM CHRNA10 CHRNA4 CHRNA7 CHRNA9 CHRNB2 CLDN19 CLIC5 CLN5 CLN6 CLN8 CLRN1 CLRN2 CLRN3 CNGA1 CNGA2 CNGA3 CNGA4 CNGB1 CNGB3 CNNM4 CNTN5 COCH COL11A1 COL11A2 COL18A1 COL1A1 COL2A1 COL4A3 CPLX3 CPLX4 CRB1 CRB2 CRX CRYAA CRYBA1 CRYBA2 CRYBA4 CRYBB1 CRYBB2 CRYBB3 CRYBG3 CRYGA CRYGB CRYGC CRYGD CRYGN CRYGS CRYM CRYZ CST1 CST2 CST4 CXCL12 CXCR4 CYP4V2 DCDC2 DDIT3 DHRS3 DIAPH1 DLL4 DNAJC19 DRAM2 DRD2 DRGX EFEMP1 EML2 ENSG00000290147 EPAS1 EPHB1 EPS8L2 EPYC ESPN ESPNL EYA1 EYA3 EYA4 EYS F2R FABP5 FAM161A FBXO11 FFAR4 FSCN2 FXN FYN FZD2 FZD4 GABRR2 GBX1 GFY GIP GJA10 GJA3 GJB2 GJB4 GJB6 GJC1 GJC3 GJD2 GLRA1 GLRB GNAS GNAT1 GNAT2 GNAT3 GNB1 GNG13 GPR143 GPR148 GPR171 GPR179 GPX1 GRAP GRIK2 GRIN2A GRIN2D GRK1 GRK7 GRM1 GRM6 GRM7 GRM8 GRXCR1 GRXCR2 GSDME GUCA1A GUCA1B GUCA1C GUCY2D GUCY2F HEXA HEXB HMCN1 HOMER2 HOXA1 HOXB8 HOXD1 HPN HPS1 HTR2A IAPP IMPG1 IMPG2 IRX5 ITGA2 ITPR3 KCNA1 KCNA2 KCND2 KCNE1 KCNJ10 KCNK4 KCNQ1 KCNQ3 KCNQ4 KERA KIFC3 KIT KRT12 LAMB2 LAMC3 LARGE1 LCN1 LCTL LEF1 LHFPL3 LHFPL4 LHFPL5 LOXHD1 LPO LRAT LRIG1 LRIG2 LRIT3 LRP2 LUM LXN MAPK3 MARVELD2 MBP MC1R MECP2 MFRP MGLL MIP MIR324 MIR342 MIR455 MIR762 MKKS MME MMP24 MRGPRX2 MYH14 MYO15A MYO1A MYO3A MYO3B MYO6 MYO7A MYO7B MYO9A NAV2 NDN NDP NDUFB9 NHERF1 NIPBL NIPSNAP1 NLGN2 NMB NOB1 NPR2 NPY1R NR2E1 NR2E3 NR2F6 NRL NTRK1 NTSR1 NTSR2 NXNL2 NYX OAT OBP2A OBP2B OMP OPA1 OPA3 OPN1LW OPN1MW OPN1MW2 OPN1MW3 OPN1SW OPN4 OPN5 OPRK1 OPRL1 OPRM1 OPRPN OR10A2 OR10A3 OR10A4 OR10A5 OR10A6 OR10A7 OR10AC1 OR10AD1 OR10AG1 OR10C1 OR10D3 OR10D4P OR10G2 OR10G3 OR10G4 OR10G6 OR10G7 OR10G8 OR10G9 OR10H1 OR10H2 OR10H3 OR10H4 OR10H5 OR10J1 OR10J3 OR10J4 OR10J5 OR10J6P OR10K1 OR10K2 OR10P1 OR10Q1 OR10R2 OR10S1 OR10T2 OR10V1 OR10W1 OR10X1 OR10Z1 OR11A1 OR11G2 OR11H1 OR11H12 OR11H2 OR11H4 OR11H6 OR11H7 OR11L1 OR12D1 OR12D2 OR12D3 OR13A1 OR13C2 OR13C3 OR13C4 OR13C5 OR13C6P OR13C7 OR13C8 OR13C9 OR13D1 OR13F1 OR13G1 OR13H1 OR13J1 OR14A16 OR14A2 OR14C36 OR14I1 OR14J1 OR14K1 OR14L1P OR1A1 OR1A2 OR1B1 OR1C1 OR1D2 OR1D4 OR1D5 OR1E1 OR1E2 OR1E3 OR1F1 OR1F12P OR1F2P OR1G1 OR1I1 OR1J1 OR1J2 OR1J4 OR1K1 OR1L1 OR1L3 OR1L4 OR1L6 OR1L8 OR1M1 OR1N1 OR1N2 OR1P1 OR1Q1 OR1S1 OR1S2 OR2A1 OR2A12 OR2A14 OR2A2 OR2A25 OR2A4 OR2A42 OR2A5 OR2A7 OR2AE1 OR2AG1 OR2AG2 OR2AJ1 OR2AK2 OR2AP1 OR2AT4 OR2B11 OR2B2 OR2B3 OR2B6 OR2B8P OR2C1 OR2C3 OR2D2 OR2D3 OR2F1 OR2F2 OR2G2 OR2G3 OR2G6 OR2H1 OR2H2 OR2I1P OR2J1 OR2J2 OR2J3 OR2K2 OR2L13 OR2L2 OR2L3 OR2L5 OR2L8 OR2M2 OR2M3 OR2M4 OR2M5 OR2M7 OR2S2 OR2T1 OR2T10 OR2T11 OR2T12 OR2T2 OR2T27 OR2T29 OR2T3 OR2T33 OR2T34 OR2T35 OR2T4 OR2T5 OR2T6 OR2T7 OR2T8 OR2V1 OR2V2 OR2W1 OR2W3 OR2W5P OR2W6P OR2Y1 OR2Z1 OR3A1 OR3A2 OR3A3 OR4A15 OR4A16 OR4A47 OR4A4P OR4A5 OR4A8 OR4B1 OR4C11 OR4C12 OR4C13 OR4C15 OR4C16 OR4C3 OR4C45 OR4C46 OR4C5 OR4C6 OR4D1 OR4D10 OR4D11 OR4D2 OR4D5 OR4D6 OR4D9 OR4E1 OR4E2 OR4F15 OR4F16 OR4F17 OR4F21 OR4F29 OR4F3 OR4F4 OR4F5 OR4F6 OR4K1 OR4K13 OR4K14 OR4K15 OR4K17 OR4K2 OR4K3 OR4K5 OR4L1 OR4M1 OR4M2 OR4M2B OR4N2 OR4N4 OR4N5 OR4P4 OR4Q2 OR4Q3 OR4S1 OR4S2 OR4X1 OR4X2 OR51A2 OR51A4 OR51A7 OR51B2 OR51B4 OR51B5 OR51B6 OR51D1 OR51E1 OR51E2 OR51F1 OR51F2 OR51G1 OR51G2 OR51H1 OR51I1 OR51I2 OR51J1 OR51L1 OR51M1 OR51Q1 OR51S1 OR51T1 OR51V1 OR52A1 OR52A4P OR52A5 OR52B2 OR52B4 OR52B6 OR52D1 OR52E1 OR52E2 OR52E4 OR52E5 OR52E6 OR52E8 OR52H1 OR52I1 OR52I2 OR52J3 OR52K1 OR52K2 OR52L1 OR52L2P OR52M1 OR52N1 OR52N2 OR52N4 OR52N5 OR52P1 OR52R1 OR52W1 OR52Z1P OR56A1 OR56A3 OR56A4 OR56A5 OR56B1 OR56B2P OR56B4 OR5A1 OR5A2 OR5AC1 OR5AC2 OR5AK2 OR5AK3P OR5AL1 OR5AN1 OR5AP2 OR5AR1 OR5AS1 OR5AU1 OR5B12 OR5B17 OR5B2 OR5B21 OR5B3 OR5C1 OR5D13 OR5D14 OR5D16 OR5D18 OR5F1 OR5G3 OR5H1 OR5H14 OR5H15 OR5H2 OR5H6 OR5H8 OR5I1 OR5J2 OR5K1 OR5K2 OR5K3 OR5K4 OR5L1 OR5L2 OR5M1 OR5M10 OR5M11 OR5M3 OR5M8 OR5M9 OR5P2 OR5P3 OR5T1 OR5T2 OR5T3 OR5V1 OR5W2 OR6A2 OR6B1 OR6B2 OR6B3 OR6C1 OR6C2 OR6C3 OR6C4 OR6C6 OR6C65 OR6C68 OR6C70 OR6C74 OR6C75 OR6C76 OR6F1 OR6J1 OR6K2 OR6K3 OR6K6 OR6M1 OR6N1 OR6N2 OR6P1 OR6Q1 OR6S1 OR6T1 OR6V1 OR6X1 OR6Y1 OR7A10 OR7A17 OR7A2P OR7A5 OR7C1 OR7C2 OR7D2 OR7D4 OR7E24 OR7G1 OR7G2 OR7G3 OR8A1 OR8B12 OR8B2 OR8B3 OR8B4 OR8B8 OR8D1 OR8D2 OR8D4 OR8G1 OR8G2P OR8G3P OR8G5 OR8H1 OR8H2 OR8H3 OR8I2 OR8J1 OR8J2 OR8J3 OR8K1 OR8K3 OR8K5 OR8S1 OR8U1 OR8U3 OR8U8 OR8U9 OR9A1P OR9A2 OR9A4 OR9G1 OR9G4 OR9G9 OR9I1 OR9K2 OR9Q1 OR9Q2 OTOA OTOF OTOR OTOS P2RX2 P2RX3 P2RX4 P2RX7 PAX2 PAX3 PAX6 PCARE PCDH15 PDC PDCL PDE4A PDE6A PDE6B PDE6C PDE6D PDE6G PDE6H PDYN PDZD7 PENK PGAP1 PHF24 PIEZO2 PIGR PIP PITPNA PJVK PKD1L3 PKD2L1 PKHD1L1 PLCB2 PNOC POMGNT1 POMK POU3F4 POU4F1 POU4F2 POU4F3 POU6F2 PPEF1 PPEF2 PPIP5K2 PPT1 PRCD PRDM12 PROK2 PRPH2 PRR4 PTGES RAB3A RABGGTA RABGGTB RAX RAX2 RBP3 RBP4 RCVRN RD3 RDH10 RDH11 RDH12 RDH5 RDH8 REEP2 REEP6 RETREG1 RGR RGS16 RGS21 RGS9 RGS9BP RHO RIMS1 RIPOR2 RLBP1 ROM1 ROR1 RORB RP1 RP1L1 RP2 RPE65 RPGR RPGRIP1 RPL38 RRH RS1 RTP1 RTP2 RTP3 RTP4 RTP5 SCARB2 SCN10A SCN11A SCN1A SCN9A SCNN1A SCNN1B SCNN1D SCNN1G SEMA5B SERPINB6 SERPINE2 SFRP5 SHANK1 SIX1 SIX3 SIX6 SLC17A8 SLC1A3 SLC24A1 SLC24A4 SLC26A4 SLC26A5 SLC45A2 SLC4A10 SLC52A3 SLC6A3 SLITRK6 SMR3A SMR3B SNAI2 SOBP SOD1 SOX14 SPATA7 SPNS2 SPRY2 SPTBN4 SPX SRRM4 STRC SYT10 TAAR3P TAAR5 TAC1 TACSTD2 TAFA4 TAS1R1 TAS1R2 TAS1R3 TAS2R1 TAS2R10 TAS2R13 TAS2R14 TAS2R16 TAS2R19 TAS2R20 TAS2R3 TAS2R30 TAS2R31 TAS2R38 TAS2R39 TAS2R4 TAS2R40 TAS2R41 TAS2R42 TAS2R43 TAS2R45 TAS2R46 TAS2R5 TAS2R50 TAS2R60 TAS2R7 TAS2R8 TAS2R9 TBL1X TBX1 TECTA TFAP2A TGFBI TH THRB TIMM10 TIMM13 TIMM8B TIMM9 TIMP3 TMC1 TMC2 TMEM100 TMEM120A TMEM150C TMIE TMPRSS3 TMTC4 TNF TPRN TRIOBP TRPA1 TRPM1 TRPM8 TRPV1 TRPV2 TSPEAR TTC8 TUB TULP1 TULP2 TYR UBR3 UCN UGT2A1 UNC119 USH1C USH1G USH2A USP53 VAX2 VN1R1 VN1R17P VN1R2 VN1R3 VN1R4 VSX1 VSX2 WDR1 WDR36 WDR47 WFS1 WHRN WNT10B ZFHX2 ZIC2 ZNF354A ZNF513 GOBP_SENSORY_PERCEPTION_OF_BITTER_TASTE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SENSORY_PERCEPTION_OF_BITTER_TASTE AZGP1 CA6 CALHM1 CST1 CST2 CST4 GNAT1 GNAT2 GNAT3 ITPR3 LPO PIGR PIP PLCB2 REEP2 RGS21 RTP1 RTP2 RTP3 RTP4 RTP5 TAS2R1 TAS2R10 TAS2R13 TAS2R14 TAS2R16 TAS2R19 TAS2R20 TAS2R3 TAS2R30 TAS2R31 TAS2R38 TAS2R39 TAS2R4 TAS2R40 TAS2R41 TAS2R42 TAS2R43 TAS2R45 TAS2R46 TAS2R5 TAS2R50 TAS2R60 TAS2R7 TAS2R8 TAS2R9 GOBP_SENSORY_PERCEPTION_OF_CHEMICAL_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SENSORY_PERCEPTION_OF_CHEMICAL_STIMULUS ADCY3 ASIC1 ASIC2 ASIC3 AZGP1 B2M B3GNT2 BBS1 BBS4 BEST2 C5AR1 CA6 CALHM1 CALHM3 CD36 CFAP69 CNGA2 CNGA4 CNGB1 CST1 CST2 CST4 DRD2 FFAR4 FZD2 GFY GJB4 GNAS GNAT1 GNAT2 GNAT3 GNB1 GNG13 GPR148 ITPR3 LCN1 LEF1 LPO MKKS NAV2 NXNL2 OBP2A OBP2B OMP OR10A2 OR10A3 OR10A4 OR10A5 OR10A6 OR10A7 OR10AC1 OR10AD1 OR10AG1 OR10C1 OR10D3 OR10D4P OR10G2 OR10G3 OR10G4 OR10G6 OR10G7 OR10G8 OR10G9 OR10H1 OR10H2 OR10H3 OR10H4 OR10H5 OR10J1 OR10J3 OR10J4 OR10J5 OR10J6P OR10K1 OR10K2 OR10P1 OR10Q1 OR10R2 OR10S1 OR10T2 OR10V1 OR10W1 OR10X1 OR10Z1 OR11A1 OR11G2 OR11H1 OR11H12 OR11H2 OR11H4 OR11H6 OR11H7 OR11L1 OR12D1 OR12D2 OR12D3 OR13A1 OR13C2 OR13C3 OR13C4 OR13C5 OR13C6P OR13C7 OR13C8 OR13C9 OR13D1 OR13F1 OR13G1 OR13H1 OR13J1 OR14A16 OR14A2 OR14C36 OR14I1 OR14J1 OR14K1 OR14L1P OR1A1 OR1A2 OR1B1 OR1C1 OR1D2 OR1D4 OR1D5 OR1E1 OR1E2 OR1E3 OR1F1 OR1F12P OR1F2P OR1G1 OR1I1 OR1J1 OR1J2 OR1J4 OR1K1 OR1L1 OR1L3 OR1L4 OR1L6 OR1L8 OR1M1 OR1N1 OR1N2 OR1P1 OR1Q1 OR1S1 OR1S2 OR2A1 OR2A12 OR2A14 OR2A2 OR2A25 OR2A4 OR2A42 OR2A5 OR2A7 OR2AE1 OR2AG1 OR2AG2 OR2AJ1 OR2AK2 OR2AP1 OR2AT4 OR2B11 OR2B2 OR2B3 OR2B6 OR2B8P OR2C1 OR2C3 OR2D2 OR2D3 OR2F1 OR2F2 OR2G2 OR2G3 OR2G6 OR2H1 OR2H2 OR2I1P OR2J1 OR2J2 OR2J3 OR2K2 OR2L13 OR2L2 OR2L3 OR2L5 OR2L8 OR2M2 OR2M3 OR2M4 OR2M5 OR2M7 OR2S2 OR2T1 OR2T10 OR2T11 OR2T12 OR2T2 OR2T27 OR2T29 OR2T3 OR2T33 OR2T34 OR2T35 OR2T4 OR2T5 OR2T6 OR2T7 OR2T8 OR2V1 OR2V2 OR2W1 OR2W3 OR2W5P OR2W6P OR2Y1 OR2Z1 OR3A1 OR3A2 OR3A3 OR4A15 OR4A16 OR4A47 OR4A4P OR4A5 OR4A8 OR4B1 OR4C11 OR4C12 OR4C13 OR4C15 OR4C16 OR4C3 OR4C45 OR4C46 OR4C5 OR4C6 OR4D1 OR4D10 OR4D11 OR4D2 OR4D5 OR4D6 OR4D9 OR4E1 OR4E2 OR4F15 OR4F16 OR4F17 OR4F21 OR4F29 OR4F3 OR4F4 OR4F5 OR4F6 OR4K1 OR4K13 OR4K14 OR4K15 OR4K17 OR4K2 OR4K3 OR4K5 OR4L1 OR4M1 OR4M2 OR4M2B OR4N2 OR4N4 OR4N5 OR4P4 OR4Q2 OR4Q3 OR4S1 OR4S2 OR4X1 OR4X2 OR51A2 OR51A4 OR51A7 OR51B2 OR51B4 OR51B5 OR51B6 OR51D1 OR51E1 OR51E2 OR51F1 OR51F2 OR51G1 OR51G2 OR51H1 OR51I1 OR51I2 OR51J1 OR51L1 OR51M1 OR51Q1 OR51S1 OR51T1 OR51V1 OR52A1 OR52A4P OR52A5 OR52B2 OR52B4 OR52B6 OR52D1 OR52E1 OR52E2 OR52E4 OR52E5 OR52E6 OR52E8 OR52H1 OR52I1 OR52I2 OR52J3 OR52K1 OR52K2 OR52L1 OR52L2P OR52M1 OR52N1 OR52N2 OR52N4 OR52N5 OR52P1 OR52R1 OR52W1 OR52Z1P OR56A1 OR56A3 OR56A4 OR56A5 OR56B1 OR56B2P OR56B4 OR5A1 OR5A2 OR5AC1 OR5AC2 OR5AK2 OR5AK3P OR5AL1 OR5AN1 OR5AP2 OR5AR1 OR5AS1 OR5AU1 OR5B12 OR5B17 OR5B2 OR5B21 OR5B3 OR5C1 OR5D13 OR5D14 OR5D16 OR5D18 OR5F1 OR5G3 OR5H1 OR5H14 OR5H15 OR5H2 OR5H6 OR5H8 OR5I1 OR5J2 OR5K1 OR5K2 OR5K3 OR5K4 OR5L1 OR5L2 OR5M1 OR5M10 OR5M11 OR5M3 OR5M8 OR5M9 OR5P2 OR5P3 OR5T1 OR5T2 OR5T3 OR5V1 OR5W2 OR6A2 OR6B1 OR6B2 OR6B3 OR6C1 OR6C2 OR6C3 OR6C4 OR6C6 OR6C65 OR6C68 OR6C70 OR6C74 OR6C75 OR6C76 OR6F1 OR6J1 OR6K2 OR6K3 OR6K6 OR6M1 OR6N1 OR6N2 OR6P1 OR6Q1 OR6S1 OR6T1 OR6V1 OR6X1 OR6Y1 OR7A10 OR7A17 OR7A2P OR7A5 OR7C1 OR7C2 OR7D2 OR7D4 OR7E24 OR7G1 OR7G2 OR7G3 OR8A1 OR8B12 OR8B2 OR8B3 OR8B4 OR8B8 OR8D1 OR8D2 OR8D4 OR8G1 OR8G2P OR8G3P OR8G5 OR8H1 OR8H2 OR8H3 OR8I2 OR8J1 OR8J2 OR8J3 OR8K1 OR8K3 OR8K5 OR8S1 OR8U1 OR8U3 OR8U8 OR8U9 OR9A1P OR9A2 OR9A4 OR9G1 OR9G4 OR9G9 OR9I1 OR9K2 OR9Q1 OR9Q2 P2RX2 P2RX3 PDE4A PIGR PIP PKD1L3 PKD2L1 PLCB2 REEP2 RGS21 RTP1 RTP2 RTP3 RTP4 RTP5 SCNN1A SCNN1B SCNN1D SCNN1G SLC24A4 SLC6A3 SYT10 TAAR3P TAAR5 TAS1R1 TAS1R2 TAS1R3 TAS2R1 TAS2R10 TAS2R13 TAS2R14 TAS2R16 TAS2R19 TAS2R20 TAS2R3 TAS2R30 TAS2R31 TAS2R38 TAS2R39 TAS2R4 TAS2R40 TAS2R41 TAS2R42 TAS2R43 TAS2R45 TAS2R46 TAS2R5 TAS2R50 TAS2R60 TAS2R7 TAS2R8 TAS2R9 TRPA1 TRPV1 TTC8 UBR3 UGT2A1 VN1R1 VN1R17P VN1R2 VN1R3 VN1R4 WNT10B GOBP_SENSORY_PERCEPTION_OF_LIGHT_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SENSORY_PERCEPTION_OF_LIGHT_STIMULUS ABCA4 ABCC6 ABLIM1 ADGRV1 AIPL1 AOC2 ARL6 ARR3 ARRB1 ATF6 ATP8A2 ATXN7 BBS1 BBS10 BBS2 BBS4 BBS5 BBS7 BBS9 BEST1 BFSP2 CABP1 CABP2 CABP4 CACNA1F CACNA2D4 CACNB2 CACNB4 CCDC66 CDH23 CDH3 CEP250 CHM CHRNB2 CLDN19 CLIC5 CLN5 CLN6 CLN8 CLRN1 CNGA1 CNGA3 CNGB1 CNGB3 CNNM4 COL11A1 COL18A1 COL1A1 COL2A1 CPLX3 CPLX4 CRB1 CRB2 CRX CRYAA CRYBA1 CRYBA2 CRYBA4 CRYBB1 CRYBB2 CRYBB3 CRYBG3 CRYGA CRYGB CRYGC CRYGD CRYGN CRYGS CRYZ CYP4V2 DHRS3 DLL4 DNAJC19 DRAM2 EFEMP1 EML2 ENSG00000290147 EPAS1 EYA3 EYA4 EYS FAM161A FSCN2 GABRR2 GJA10 GJA3 GJC1 GJD2 GLRA1 GLRB GNAT1 GNAT2 GPR143 GPR179 GRK1 GRK7 GRM6 GRM8 GUCA1A GUCA1B GUCA1C GUCY2D GUCY2F HMCN1 HPS1 IMPG1 IMPG2 IRX5 KCNJ10 KERA KIFC3 KRT12 LAMB2 LAMC3 LCTL LRAT LRIT3 LUM MFRP MIP MKKS MYO3A MYO3B MYO7A MYO9A NDP NOB1 NR2E1 NR2E3 NRL NXNL2 NYX OAT OPA1 OPA3 OPN1LW OPN1MW OPN1MW2 OPN1MW3 OPN1SW OPN4 OPN5 PAX2 PAX6 PCARE PCDH15 PDC PDCL PDE6A PDE6B PDE6C PDE6D PDE6G PDE6H PITPNA POU4F3 POU6F2 PPEF2 PPT1 PRCD PRPH2 PRR4 RABGGTA RABGGTB RAX RAX2 RBP3 RBP4 RCVRN RD3 RDH10 RDH11 RDH12 RDH5 RDH8 REEP6 RGR RGS16 RGS9 RGS9BP RHO RIMS1 RLBP1 ROM1 RORB RP1 RP1L1 RP2 RPE65 RPGR RPGRIP1 RRH RS1 SEMA5B SFRP5 SIX3 SIX6 SLC24A1 SLC45A2 SLC4A10 SLITRK6 SOX14 SPATA7 TACSTD2 TGFBI TH TIMP3 TRPM1 TULP1 TULP2 TYR UNC119 USH1C USH1G USH2A VAX2 VSX1 VSX2 WDR36 WFS1 WHRN ZIC2 ZNF513 GOBP_SENSORY_PERCEPTION_OF_MECHANICAL_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SENSORY_PERCEPTION_OF_MECHANICAL_STIMULUS ADGRV1 ALDH7A1 ANKRD24 ASIC2 ASIC3 ATP2B2 ATP6V0A4 ATP6V1B1 ATP8B1 AXIN1 BACE1 BARHL1 BIRC5 CABP2 CACNA1D CASP3 CCDC50 CDC14A CDH23 CDKN1B CDKN2D CEACAM16 CEMIP CHD7 CHRNA10 CHRNA9 CHRNB2 CLIC5 CLRN1 CLRN2 CLRN3 CNTN5 COCH COL11A1 COL11A2 COL1A1 COL2A1 COL4A3 CRYM CXCL12 CXCR4 DCDC2 DDIT3 DIAPH1 DRGX EML2 EPS8L2 EPYC ESPN ESPNL EYA1 FBXO11 FYN FZD4 GJB2 GJB6 GJC3 GPX1 GRAP GRM7 GRXCR1 GRXCR2 GSDME HEXA HEXB HOMER2 HOXA1 HPN HTR2A ITGA2 KCNA1 KCNE1 KCNK4 KCNQ1 KCNQ3 KCNQ4 KIT LARGE1 LHFPL3 LHFPL4 LHFPL5 LOXHD1 LRIG1 LRIG2 LRP2 MARVELD2 MBP MIR324 MIR342 MIR455 MIR762 MKKS MYH14 MYO15A MYO1A MYO3A MYO3B MYO6 MYO7A MYO7B NAV2 NDUFB9 NHERF1 NIPBL NPR2 NTRK1 OTOA OTOF OTOR OTOS P2RX2 P2RX4 PAX3 PCDH15 PDZD7 PGAP1 PHF24 PIEZO2 PJVK PKHD1L1 POMGNT1 POU3F4 POU4F2 POU4F3 PPIP5K2 RAB3A RIPOR2 ROR1 RPL38 SCARB2 SCN11A SCN1A SCN9A SERPINB6 SERPINE2 SIX1 SLC17A8 SLC1A3 SLC26A4 SLC26A5 SLC52A3 SLITRK6 SNAI2 SOBP SOD1 SPNS2 SPRY2 SPTBN4 SRRM4 STRC TBL1X TBX1 TECTA TFAP2A THRB TIMM10 TIMM13 TIMM8B TIMM9 TMC1 TMC2 TMEM120A TMIE TMPRSS3 TMTC4 TNF TPRN TRIOBP TRPA1 TRPV1 TSPEAR TUB UCN USH1C USH1G USH2A USP53 WDR1 WFS1 WHRN ZNF354A GOBP_SENSORY_PERCEPTION_OF_PAIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SENSORY_PERCEPTION_OF_PAIN ACP3 ADORA1 ALOXE3 ANO1 AQP1 ASIC3 ATPSCKMT BACE1 CALCA CCL2 CCL3 CCN3 CCR2 CDK5 CHRNA4 CHRNB2 CXCL12 CXCR4 EPHB1 F2R FABP5 FYN GIP GPR171 GRIN2A GRIN2D GRM1 HOXB8 HOXD1 HTR2A IAPP ITGA2 KCNA1 KCNA2 KCND2 KCNK4 LXN MAPK3 MC1R MECP2 MGLL MME MMP24 MRGPRX2 NDN NIPSNAP1 NLGN2 NPY1R NR2F6 NTRK1 NTSR1 OPRK1 OPRL1 OPRM1 OPRPN P2RX4 P2RX7 PENK PHF24 POMK PRDM12 PROK2 PTGES RETREG1 SCN11A SCN1A SCN9A SMR3A SMR3B SPX TAC1 TAFA4 TMEM100 TMEM120A TNF TRPA1 TRPV1 ZFHX2 GOBP_SENSORY_PERCEPTION_OF_SMELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SENSORY_PERCEPTION_OF_SMELL ADCY3 B2M B3GNT2 BBS1 BBS4 BEST2 CFAP69 CNGA2 CNGA4 CNGB1 DRD2 FZD2 GFY GJB4 GPR148 MKKS NAV2 NXNL2 OBP2A OBP2B OMP OR10A2 OR10A3 OR10A4 OR10A5 OR10A6 OR10A7 OR10AC1 OR10AD1 OR10AG1 OR10C1 OR10D3 OR10D4P OR10G2 OR10G3 OR10G4 OR10G6 OR10G7 OR10G8 OR10G9 OR10H1 OR10H2 OR10H3 OR10H4 OR10H5 OR10J1 OR10J3 OR10J4 OR10J5 OR10J6P OR10K1 OR10K2 OR10P1 OR10Q1 OR10R2 OR10S1 OR10T2 OR10V1 OR10W1 OR10X1 OR10Z1 OR11A1 OR11G2 OR11H1 OR11H12 OR11H2 OR11H4 OR11H6 OR11H7 OR11L1 OR12D1 OR12D2 OR12D3 OR13A1 OR13C2 OR13C3 OR13C4 OR13C5 OR13C6P OR13C7 OR13C8 OR13C9 OR13D1 OR13F1 OR13G1 OR13H1 OR13J1 OR14A16 OR14A2 OR14C36 OR14I1 OR14J1 OR14K1 OR14L1P OR1A1 OR1A2 OR1B1 OR1C1 OR1D2 OR1D4 OR1D5 OR1E1 OR1E2 OR1E3 OR1F1 OR1F12P OR1F2P OR1G1 OR1I1 OR1J1 OR1J2 OR1J4 OR1K1 OR1L1 OR1L3 OR1L4 OR1L6 OR1L8 OR1M1 OR1N1 OR1N2 OR1P1 OR1Q1 OR1S1 OR1S2 OR2A1 OR2A12 OR2A14 OR2A2 OR2A25 OR2A4 OR2A42 OR2A5 OR2A7 OR2AE1 OR2AG1 OR2AG2 OR2AJ1 OR2AK2 OR2AP1 OR2AT4 OR2B11 OR2B2 OR2B3 OR2B6 OR2B8P OR2C1 OR2C3 OR2D2 OR2D3 OR2F1 OR2F2 OR2G2 OR2G3 OR2G6 OR2H1 OR2H2 OR2I1P OR2J1 OR2J2 OR2J3 OR2K2 OR2L13 OR2L2 OR2L3 OR2L5 OR2L8 OR2M2 OR2M3 OR2M4 OR2M5 OR2M7 OR2S2 OR2T1 OR2T10 OR2T11 OR2T12 OR2T2 OR2T27 OR2T29 OR2T3 OR2T33 OR2T34 OR2T35 OR2T4 OR2T5 OR2T6 OR2T7 OR2T8 OR2V1 OR2V2 OR2W1 OR2W3 OR2W5P OR2W6P OR2Y1 OR2Z1 OR3A1 OR3A2 OR3A3 OR4A15 OR4A16 OR4A47 OR4A4P OR4A5 OR4A8 OR4B1 OR4C11 OR4C12 OR4C13 OR4C15 OR4C16 OR4C3 OR4C45 OR4C46 OR4C5 OR4C6 OR4D1 OR4D10 OR4D11 OR4D2 OR4D5 OR4D6 OR4D9 OR4E1 OR4E2 OR4F15 OR4F16 OR4F17 OR4F21 OR4F29 OR4F3 OR4F4 OR4F5 OR4F6 OR4K1 OR4K13 OR4K14 OR4K15 OR4K17 OR4K2 OR4K3 OR4K5 OR4L1 OR4M1 OR4M2 OR4M2B OR4N2 OR4N4 OR4N5 OR4P4 OR4Q2 OR4Q3 OR4S1 OR4S2 OR4X1 OR4X2 OR51A2 OR51A4 OR51A7 OR51B2 OR51B4 OR51B5 OR51B6 OR51D1 OR51E1 OR51E2 OR51F1 OR51F2 OR51G1 OR51G2 OR51H1 OR51I1 OR51I2 OR51J1 OR51L1 OR51M1 OR51Q1 OR51S1 OR51T1 OR51V1 OR52A1 OR52A4P OR52A5 OR52B2 OR52B4 OR52B6 OR52D1 OR52E1 OR52E2 OR52E4 OR52E5 OR52E6 OR52E8 OR52H1 OR52I1 OR52I2 OR52J3 OR52K1 OR52K2 OR52L1 OR52L2P OR52M1 OR52N1 OR52N2 OR52N4 OR52N5 OR52P1 OR52R1 OR52W1 OR52Z1P OR56A1 OR56A3 OR56A4 OR56A5 OR56B1 OR56B2P OR56B4 OR5A1 OR5A2 OR5AC1 OR5AC2 OR5AK2 OR5AK3P OR5AL1 OR5AN1 OR5AP2 OR5AR1 OR5AS1 OR5AU1 OR5B12 OR5B17 OR5B2 OR5B21 OR5B3 OR5C1 OR5D13 OR5D14 OR5D16 OR5D18 OR5F1 OR5G3 OR5H1 OR5H14 OR5H15 OR5H2 OR5H6 OR5H8 OR5I1 OR5J2 OR5K1 OR5K2 OR5K3 OR5K4 OR5L1 OR5L2 OR5M1 OR5M10 OR5M11 OR5M3 OR5M8 OR5M9 OR5P2 OR5P3 OR5T1 OR5T2 OR5T3 OR5V1 OR5W2 OR6A2 OR6B1 OR6B2 OR6B3 OR6C1 OR6C2 OR6C3 OR6C4 OR6C6 OR6C65 OR6C68 OR6C70 OR6C74 OR6C75 OR6C76 OR6F1 OR6J1 OR6K2 OR6K3 OR6K6 OR6M1 OR6N1 OR6N2 OR6P1 OR6Q1 OR6S1 OR6T1 OR6V1 OR6X1 OR6Y1 OR7A10 OR7A17 OR7A2P OR7A5 OR7C1 OR7C2 OR7D2 OR7D4 OR7E24 OR7G1 OR7G2 OR7G3 OR8A1 OR8B12 OR8B2 OR8B3 OR8B4 OR8B8 OR8D1 OR8D2 OR8D4 OR8G1 OR8G2P OR8G3P OR8G5 OR8H1 OR8H2 OR8H3 OR8I2 OR8J1 OR8J2 OR8J3 OR8K1 OR8K3 OR8K5 OR8S1 OR8U1 OR8U3 OR8U8 OR8U9 OR9A1P OR9A2 OR9A4 OR9G1 OR9G4 OR9G9 OR9I1 OR9K2 OR9Q1 OR9Q2 PDE4A SLC24A4 SLC6A3 SYT10 TTC8 UBR3 UGT2A1 GOBP_SENSORY_PERCEPTION_OF_SOUR_TASTE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SENSORY_PERCEPTION_OF_SOUR_TASTE ASIC1 ASIC2 ASIC3 PKD1L3 PKD2L1 SCNN1A SCNN1B SCNN1D SCNN1G GOBP_SENSORY_PERCEPTION_OF_SWEET_TASTE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SENSORY_PERCEPTION_OF_SWEET_TASTE CALHM1 GNAT3 ITPR3 REEP2 RGS21 TAS1R2 TAS1R3 GOBP_SENSORY_PERCEPTION_OF_TASTE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SENSORY_PERCEPTION_OF_TASTE ASIC1 ASIC2 ASIC3 AZGP1 CA6 CALHM1 CALHM3 CD36 CST1 CST2 CST4 FFAR4 GNAT1 GNAT2 GNAT3 GNB1 GNG13 ITPR3 LCN1 LEF1 LPO P2RX2 P2RX3 PIGR PIP PKD1L3 PKD2L1 PLCB2 REEP2 RGS21 RTP1 RTP2 RTP3 RTP4 RTP5 SCNN1A SCNN1B SCNN1D SCNN1G TAS1R1 TAS1R2 TAS1R3 TAS2R1 TAS2R10 TAS2R13 TAS2R14 TAS2R16 TAS2R19 TAS2R20 TAS2R3 TAS2R30 TAS2R31 TAS2R38 TAS2R39 TAS2R4 TAS2R40 TAS2R41 TAS2R42 TAS2R43 TAS2R45 TAS2R46 TAS2R5 TAS2R50 TAS2R60 TAS2R7 TAS2R8 TAS2R9 WNT10B GOBP_SENSORY_PERCEPTION_OF_TEMPERATURE_STIMULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SENSORY_PERCEPTION_OF_TEMPERATURE_STIMULUS ADORA1 ADRA2A ANO1 ASIC3 BTBD9 CALCA CXCL12 CXCR4 EPHB1 GRIK2 HTR2A KCNK4 LXN MMP24 NR2F6 NTRK1 NTSR1 OPN4 OPRK1 PRDM12 RHO SCN11A SCN9A TRPA1 TRPM8 TRPV1 WDR47 GOBP_SENSORY_PERCEPTION_OF_UMAMI_TASTE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SENSORY_PERCEPTION_OF_UMAMI_TASTE CALHM1 GNAT1 GNAT3 ITPR3 RGS21 TAS1R1 TAS1R3 GOBP_SENSORY_SYSTEM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SENSORY_SYSTEM_DEVELOPMENT ABCB5 ABI2 ACHE ACTL6A ACVR2B ACVRL1 ADAMTS18 AGTPBP1 AHI1 ALDH1A2 ALDH1A3 ANGPTL7 AQP1 AQP5 ARHGAP35 ARHGEF15 ATF4 ATF6 ATOH7 ATP2B2 ATP2B4 ATP8A2 B9D1 BAK1 BARHL2 BAX BBS4 BBS7 BCAR3 BCL11B BCL2 BFSP1 BFSP2 BIRC7 BLOC1S3 BMP4 BMP6 BMP7 BMPR1B BMPR2 C12orf57 C1QA C3 CABP4 CACNA1C CACNA1S CALB1 CASP2 CC2D2A CDK20 CDKN1B CDKN1C CDON CELF4 CEP290 CHD7 CHRDL1 CITED2 CLCN2 CLIC4 CLN8 CNTF COL4A1 COL5A1 COL5A2 COL8A1 COL8A2 CPAMD8 CRB1 CRB2 CRYAA CRYAB CRYBA1 CRYBA2 CRYBA4 CRYBB1 CRYBB2 CRYBB3 CRYBG3 CRYGA CRYGB CRYGC CRYGD CRYGN CRYGS CTNNB1 CTNS CYP1A1 CYP1B1 DCX DIO3 DLG1 DLL1 DLL4 DLX1 DLX2 DRD2 DSCAM DTNBP1 DZANK1 EFEMP1 EGFR EPHA2 EPHB1 EPHB2 FASLG FAT1 FAT3 FBN1 FBN2 FGF10 FGF2 FGF9 FJX1 FKBP8 FLT1 FOXC1 FOXC2 FOXE3 FOXF2 FOXL2 FOXN4 FREM2 FRS2 FSCN2 FZD4 FZD5 FZR1 GATA3 GDF11 GDF3 GJA8 GJE1 GLI3 GNAT1 GNAT2 GNB1 GNGT1 GPM6A GRHL2 GRHL3 GRM6 HCN1 HDAC1 HDAC2 HES1 HES5 HESX1 HIF1A HIPK1 HIPK2 HMGN1 HPCA HSF4 IFT122 IFT140 IFT172 IHH IMPG2 INHBA ISL1 ITGAM JAG1 JMJD6 KDM2B KDM5B KDR KERA KLF4 KRT12 LAMA1 LAMB2 LAMC3 LARGE1 LCTL LENEP LHX1 LHX2 LIM2 LIMK2 LPCAT1 LRP5 MAB21L1 MAB21L2 MAF MAN2A1 MAX MDM1 MED1 MEGF11 MEIS1 MEIS2 MEIS3 MEIS3P1 MERTK MFAP2 MFAP5 MFN2 MFRP MFSD2A MIP MITF MTERF4 MTNR1B MYF5 MYO7A MYOM1 MYOM2 NAGLU NDP NECTIN1 NECTIN3 NES NEUROD1 NEUROD4 NF1 NF2 NFIA NFIB NHS NIPBL NKD1 NOTCH1 NOTCH2 NPHP1 NPHP4 NR2E1 NR2E3 NRL NRP1 NTRK2 OLFM3 OPN4 OPN5 OSR2 P2RY12 PAX2 PAX6 PBX1 PBX2 PBX3 PBX4 PDE6A PDE6B PDE6C PDGFRA PDGFRB PFDN5 PHACTR4 PHOX2B PITX2 PITX3 PKNOX1 PLAAT1 PLAAT3 POU4F1 POU4F2 PPP1R13L PRDM1 PRICKLE1 PRKCI PROM1 PROX1 PRPH2 PRSS56 PSEN1 PTF1A PTPRM PXDN PYGO2 RAB18 RAB3GAP1 RARA RARB RARG RAX RBP4 RCN1 RD3 RDH10 RDH13 RET RHO RHOJ RING1 ROM1 RORB RP1 RP1L1 RPE65 RPGRIP1 RPGRIP1L RPL24 RRM1 RS1 SALL2 SCAPER SCO2 SDK1 SDK2 SEMA3A SERPINF1 SH3PXD2B SHH SHROOM2 SIPA1L3 SIX3 SIX5 SIX6 SKI SKIL SLC17A6 SLC17A7 SLC17A8 SLC1A1 SLC25A25 SLC39A5 SLC44A4 SLC4A5 SLC6A3 SLC7A11 SLITRK6 SMAD3 SMARCA4 SMARCD3 SMG9 SMOC1 SOS1 SOX1 SOX11 SOX2 SOX8 SOX9 SP3 SPRED1 SPRED2 SPRED3 SPRY1 SPRY2 SRF STAT3 STAU2 STRA6 TBC1D20 TBC1D32 TBX2 TCIRG1 TDRD7 TENM3 TFAP2A TFAP2B TGFB2 TGFBR1 TGFBR2 TGIF2 TH THRB THY1 TMEM132E TMEM135 TMEM215 TMEM231 TMOD1 TSKU TSPAN12 TTC8 TTLL5 TUB TULP1 TULP3 TWIST1 TWSG1 UNC45B USH1C USP45 VAX1 VAX2 VEGFA VHL VIM VSTM4 VSX1 WDPCP WDR19 WNT16 WNT2 WNT2B WNT5A WNT5B WNT6 WNT7A WNT7B WNT9A WNT9B WT1 XRN2 YY1 ZDHHC16 ZEB1 ZHX2 ZNF513 GOBP_SEPTUM_PRIMUM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SEPTUM_PRIMUM_DEVELOPMENT ACVR1 GATA4 NSD2 SOX4 TGFB2 GOBP_SEQUESTERING_OF_ACTIN_MONOMERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SEQUESTERING_OF_ACTIN_MONOMERS GSN PFN4 SCIN TMSB10 TMSB15A TMSB15B TMSB15C TMSB4X TMSB4Y TWF1 TWF2 GOBP_SEQUESTERING_OF_BMP_IN_EXTRACELLULAR_MATRIX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SEQUESTERING_OF_BMP_IN_EXTRACELLULAR_MATRIX CER1 DAND5 FBN1 MICOS10-NBL1 NBL1 GOBP_SEQUESTERING_OF_CALCIUM_ION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SEQUESTERING_OF_CALCIUM_ION ABL1 AKAP6 ANK2 ANXA6 APLNR ATG5 ATP1A2 ATP7B BAX BDKRB1 BNIP1 CACNA1C CACNA1S CALM1 CALM2 CALM3 CALR CAMK2D CAPN3 CASQ1 CASQ2 CCL19 CCL21 CCL3 CCR5 CCR7 CD19 CEMIP CHD7 CHERP CLIC2 CORO1A CX3CL1 CXCL10 CXCL11 CXCL9 CYBA DDIT3 DHRS7C DIAPH1 DMD DRD1 DRD2 ERO1A F2 F2R F2RL3 FASLG FGF2 FKBP1A FKBP1B FKBP1C FLNA GHITM GP1BA GP1BB GP5 GP9 GPER1 GSTM2 GSTO1 HAP1 HRC HSP90B1 HTR2A HTR2B HTR2C HTT IBTK IL13 ITGB3 ITPR1 ITPR2 ITPR3 JPH1 JPH2 JPH3 JPH4 JSRP1 LACRT LCK LETM1 LHCGR LIME1 LYN MCOLN1 MCOLN2 MCOLN3 METTL21C MIR1-1 MIR133A1 MIR93 MTLN NOL3 NOS1 NPSR1 NTSR1 P2RX7 P2RY6 PDE4D PDPK1 PKD2 PLCB1 PLCB2 PLCB3 PLCB4 PLCD1 PLCE1 PLCG1 PLCG2 PLCH1 PLCH2 PLN PRKACA PRKCE PRKD1 PSEN1 PTK2B PTPN6 PTPRC RASA3 RYR1 RYR2 RYR3 SELENON SLC25A23 SLC8A1 SLC8B1 SNCA SRI THY1 TMEM38A TMEM38B TPCN1 TPCN2 TRDN TRPA1 TRPC1 TRPM2 TRPV1 UBASH3B XCL1 XCR1 GOBP_SEQUESTERING_OF_EXTRACELLULAR_LIGAND_FROM_RECEPTOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SEQUESTERING_OF_EXTRACELLULAR_LIGAND_FROM_RECEPTOR CD46 CER1 DAND5 FBN1 FBN2 GREM1 GREM2 LTBP1 MICOS10-NBL1 NBL1 NRROS GOBP_SEQUESTERING_OF_IRON_ION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SEQUESTERING_OF_IRON_ION BDH2 FTH1 FTH1P19 FTHL17 FTL FTMT NAGLU SRI GOBP_SEQUESTERING_OF_METAL_ION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SEQUESTERING_OF_METAL_ION BDH2 FTH1 FTH1P19 FTHL17 FTL FTMT NAGLU S100A8 S100A9 SLC30A7 SLC30A8 SRI GOBP_SEQUESTERING_OF_TRIGLYCERIDE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SEQUESTERING_OF_TRIGLYCERIDE ABHD5 APOC4 CIDEA ENPP1 FITM1 FITM2 IL1B LPL OSBPL11 OSBPL8 PLIN2 PLIN3 PLIN5 PNPLA2 PPARA PPARG TNF TREM2 GOBP_SERINE_FAMILY_AMINO_ACID_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SERINE_FAMILY_AMINO_ACID_BIOSYNTHETIC_PROCESS AGXT AGXT2 CBS CTH DHFR DHFR2 DHFRP1 ENSG00000274276 GGT1 HAO1 MTHFD1 PHGDH PSAT1 PSPH SEPHS1 SEPHS2 SERINC3 SERINC5 SHMT1 SHMT2 SRR GOBP_SERINE_FAMILY_AMINO_ACID_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SERINE_FAMILY_AMINO_ACID_CATABOLIC_PROCESS AGXT AMT CBS CDO1 CSAD DAO ENSG00000274276 GCSH GLDC SCLY SDS SDSL SHMT1 SHMT2 THNSL2 GOBP_SERINE_FAMILY_AMINO_ACID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SERINE_FAMILY_AMINO_ACID_METABOLIC_PROCESS AGXT AGXT2 AMT BAAT CBS CDO1 CSAD CTH DAO DHFR DHFR2 DHFRP1 ENSG00000274276 GART GCLC GCLM GCSH GGT1 GLDC GLYAT HAO1 MPST MTHFD1 NDP PHGDH PSAT1 PSPH RIDA SCLY SDS SDSL SEPHS1 SEPHS2 SERINC3 SERINC5 SHMT1 SHMT2 SLC7A11 SRR THNSL2 GOBP_SERINE_PHOSPHORYLATION_OF_STAT_PROTEIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SERINE_PHOSPHORYLATION_OF_STAT_PROTEIN GADD45A GGNBP2 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IFNE IFNG IFNK IFNW1 LIF NLK PWP1 RET GOBP_SERINE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SERINE_TRANSPORT SERINC3 SERINC5 SFXN1 SFXN2 SFXN3 SLC1A4 SLC1A5 SLC38A2 SLC38A5 SLC7A10 GOBP_SEROTONIN_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SEROTONIN_METABOLIC_PROCESS ALDH2 ATP7A BTBD9 DDC GRIN2A HTR1A PDE1B RNF180 SRD5A1 TPH1 TPH2 GOBP_SEROTONIN_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SEROTONIN_RECEPTOR_SIGNALING_PATHWAY CHRM1 CHRM2 CHRM3 CHRM4 CHRM5 DRD4 GNAZ HRH1 HRH2 HRH3 HRH4 HTR1A HTR1B HTR1D HTR1E HTR1F HTR2A HTR2B HTR2C HTR3A HTR3B HTR3C HTR3D HTR3E HTR4 HTR5A HTR6 HTR7 GOBP_SEROTONIN_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SEROTONIN_SECRETION CNR1 HRH3 HTR1A HTR1B LILRB1 MAOB P2RX1 SLC18A2 SLC6A4 SYK GOBP_SEROTONIN_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SEROTONIN_TRANSPORT CNR1 GPM6B HRH3 HTR1A HTR1B ITGB3 LILRB1 MAOB NOS1 P2RX1 SLC18A1 SLC18A2 SLC18A3 SLC18B1 SLC22A1 SLC22A2 SLC22A3 SLC29A3 SLC29A4 SLC6A4 SNCA SYK GOBP_SEROTONIN_UPTAKE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SEROTONIN_UPTAKE GPM6B ITGB3 NOS1 SLC18A1 SLC18A2 SLC18A3 SLC18B1 SLC22A1 SLC22A2 SLC22A3 SLC29A4 SLC6A4 SNCA GOBP_SERTOLI_CELL_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SERTOLI_CELL_DEVELOPMENT ARID4A ARID4B ATRX DMRT1 FER FLNA FNDC3A GATA1 HSD17B4 IL1A NTRK1 RAB13 SDC1 SOX8 SOX9 GOBP_SERTOLI_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SERTOLI_CELL_DIFFERENTIATION ARID4A ARID4B ATRX DMRT1 FER FLNA FNDC3A GATA1 HSD17B4 IL1A NR0B1 NR5A1 NTRK1 RAB13 RARA SAFB2 SCX SDC1 SOX8 SOX9 TCF21 WNT4 GOBP_SERTOLI_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SERTOLI_CELL_PROLIFERATION ACVR2A BAX BCL2L2 FGF9 FSHB GOBP_SEXUAL_REPRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SEXUAL_REPRODUCTION AAAS ABHD2 ACE ACOX1 ACR ACRBP ACRV1 ACSBG2 ACTL7A ACTL9 ACTR2 ACTR3 ACVR1 ACVR2A ADAD1 ADAD2 ADAM18 ADAM2 ADAM20 ADAM21 ADAM28 ADAM29 ADAM32 ADAMTS1 ADAMTS16 ADAMTS2 ADCY10 ADCY3 ADCYAP1R1 ADGB ADGRG2 ADIG AFF4 AFP AGFG1 AGO4 AKAP3 AKAP4 AKT1 ALDOA ALKBH5 AMH ANAPC1 ANAPC10 ANAPC11 ANAPC13 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 ANG ANGPT2 ANKLE1 ANKRD31 ANKRD49 AP3B1 APOB AR ARID4A ARID4B ARMC12 ARMC2 ASF1B ASH1L ASIP ASPM ASTL ASZ1 ATAT1 ATM ATN1 ATP1A4 ATP2B4 ATP8B3 ATRX AURKA AURKC AXDND1 AXIN1 AXL AZIN2 B4GALNT1 B4GALT1 BAG6 BAX BBS1 BBS2 BBS4 BCAP31 BCL2 BCL2L1 BCL2L10 BCL2L11 BCL2L2 BCL6 BIRC3 BMAL1 BMP15 BMP4 BMPR1B BNC1 BOLL BPY2 BPY2B BPY2C BRCA2 BRD2 BRDT BRIP1 BRME1 BSPH1 BTBD18 BUB3 C11orf80 C14orf39 C16orf92 C1orf146 C2CD6 C3orf62 C9orf24 C9orf78 CABS1 CABYR CACNA1H CADM1 CALR CALR3 CATSPER1 CATSPER2 CATSPER3 CATSPER4 CATSPERB CATSPERD CATSPERE CATSPERG CATSPERZ CCDC136 CCDC34 CCDC38 CCDC42 CCDC62 CCDC63 CCDC87 CCIN CCNA1 CCNB1IP1 CCNB2 CCNB3 CCNE1 CCNE2 CCNI CCNY CCR6 CCT2 CCT3 CCT4 CCT5 CCT7 CCT8 CD46 CD9 CDC16 CDC20 CDC23 CDC25A CDC25B CDC25C CDC26 CDC27 CDK1 CDK16 CDK2 CDKN1C CDY1 CDY1B CDY2A CDY2B CDYL CECR2 CELF1 CELF3 CELF4 CENPC CENPS CENPX CEP131 CEP57 CETN2 CFAP157 CFAP206 CFAP221 CFAP43 CFAP44 CFAP47 CFAP54 CFAP58 CFAP65 CFAP69 CFAP73 CFAP91 CFAP97 CFAP97D1 CFTR CGB3 CGB7 CHD5 CHFR CIB1 CKS2 CLDN11 CLGN CLIC4 CLOCK CNBD2 CNR1 CNTD1 COX7B2 CREB3L4 CREM CRISP1 CRKL CRTAP CSNK2A2 CT55 CTCF CTCFL CTDNEP1 CTNNB1 CUL4A CXADR CYLC1 CYLC2 CYP26B1 DAZ1 DAZ2 DAZ3 DAZ4 DAZAP1 DAZL DCAF13 DCST1 DCST2 DDB1 DDX20 DDX25 DDX3X DDX3Y DDX4 DEAF1 DEDD DEFB1 DEFB118 DEFB126 DHH DHX36 DIAPH2 DKKL1 DLD DLEC1 DMC1 DMRT1 DMRTA2 DMRTB1 DMRTC2 DNAH1 DNAJA1 DND1 DNHD1 DNMT3A DNMT3L DPCD DPY19L2 DPY19L2P2 DRC7 DUSP1 DUSP13 DZIP1 EDN1 EDNRA EFCAB9 EHMT2 EIF2S2 EIF4G3 EIF4H EIF5A2 ELL3 ELSPBP1 EME1 EME2 EPC1 EQTN ERCC1 ERCC4 EREG ESPL1 ETV5 ETV6 EXD1 EXO1 FAM170A FAM170B FAM209A FAM209B FAM50A FAM9A FAM9B FAM9C FANCA FANCC FANCD2 FANCG FANCL FANCM FBXO43 FBXO5 FBXW11 FCRL3 FCRL5 FER FETUB FIGLA FIGNL1 FKBP6 FMN2 FNDC3A FOLR1 FOLR2 FOLR3 FOSL1 FOXA3 FOXC1 FOXJ1 FOXJ2 FOXJ3 FOXL2 FREY1 FSHB FSHR FSIP2 FST FUT10 FUT6 FXR1 FZR1 GAL3ST1 GALNT3 GALNTL5 GAMT GARIN1A GARIN1B GAS2 GDF9 GGN GGNBP1 GGNBP2 GGT1 GHSR GJA1 GJA10 GJB3 GK2 GLI1 GLIPR1L1 GLRA1 GLRB GMCL1 GMCL2 GNPDA1 GOLGA2 GORASP2 GPR149 GPR3 GPX4 GTSF1 H1-1 H1-6 H1-7 H1-8 H1-9P H2AX H2BC1 H3-3A H3-3B HERC2 HERC4 HERPUD2 HEXA HEXB HFM1 HMGB2 HOATZ HOOK1 HORMAD1 HORMAD2 HOXA10 HOXA11 HOXA9 HOXD10 HOXD9 HPGD HPGDS HROB HSF2 HSF2BP HSPA1L HSPA2 HUS1 HUS1B HYAL3 IFT20 IFT25 IFT27 IFT81 IFTAP IGF1 IGF2R IGSF8 IHH IHO1 IL12B IL1A IMMP2L INCENP ING2 INHBA INHBB INPP5B INSL3 INSR INTS13 IQCF1 IQCG IQCN IRAG2 ITGB1 IZUMO1 IZUMO1R JAG2 JAM2 JAM3 KASH5 KAT5 KATNAL1 KCTD19 KDM1B KDM2B KDM3A KDM5B KHDRBS1 KIF18A KIT KLC3 KLHDC3 KLHL10 KLK14 KMT2D KNL1 KRT9 LARP7 LCN6 LEP LEPR LFNG LGR4 LGR5 LHCGR LHFPL2 LIF LIMK2 LIN28A LLCFC1 LRGUK LRRC8A LRRK2 LY6K LYZL4 LYZL6 LZTFL1 M1AP MAEL MAJIN MAK MAPK15 MARF1 MAS1 MAST2 MASTL MCM8 MCM9 MCMDC2 MDK MEA1 MEI1 MEI4 MEIG1 MEIKIN MEIOB MEIOC MEIOSIN MERTK METTL14 METTL3 MFGE8 MFSD14A MGAT4D MKKS MKRN2 MLH1 MLH3 MMP2 MND1 MNS1 MORC1 MORN2 MOS MOV10L1 MRE11 MROH2B MSH2 MSH4 MSH5 MSH6 MST1R MSX1 MSX2 MTOR MUS81 MYBL1 MYCBP MYCBPAP MYH9 NANOS1 NANOS2 NANOS3 NBN NCAPD2 NCAPD3 NCAPH NCAPH2 NDC1 NDC80 NDN NDRG3 NECTIN2 NECTIN3 NEK2 NELL2 NEURL1 NKAPL NLRP14 NLRP5 NME5 NME8 NOBOX NODAL NOS3 NOTCH1 NOX5 NPAP1 NPHP1 NPM2 NPPC NPR2 NR0B1 NR2C2 NR2F2 NR6A1 NRIP1 NSUN2 NUF2 NUMA1 OAZ3 OCA2 ODAD3 ODF1 ODF2 ODF3 ODF4 OOEP OOSP2 OR10J1 OR1D2 OR2H2 OR7C1 ORC4 OSBP2 OSGIN2 OVCH2 OVGP1 OVOL1 P3H4 PACRG PAEP PAFAH1B1 PAFAH1B2 PAFAH1B3 PAIP2 PANK2 PANX1 PAQR5 PAQR7 PAQR8 PARK7 PARN PARP11 PATZ1 PAX5 PCGF3 PCGF5 PCSK4 PCYT1B PDE3A PDE5A PDILT PFN4 PGAM2 PGM3 PGR PHC2 PIAS1 PICK1 PIK3CA PITHD1 PIWIL1 PIWIL2 PIWIL3 PIWIL4 PKDREJ PKMYT1 PLA2G10 PLA2G3 PLAT PLB1 PLCB1 PLCD4 PLCZ1 PLD6 PLEKHA1 PLK1 PLN PMCH PMFBP1 PNLDC1 POU4F2 PPP1CC PPP2CA PPP2R1A PPP3R2 PRDM1 PRDM14 PRDM7 PRDM9 PRDX4 PRKACA PRKACG PRKAG1 PRKG1 PRM1 PRM2 PRM3 PRMT7 PRND PROK2 PRR19 PRSS21 PRSS37 PRSS42P PRSS55 PSMA8 PSMC3IP PSMD13 PSME4 PTCH1 PTEN PTGDR2 PTGDS PTK2B PTN PTTG1 PTTG2 PTTG3P PTX3 PUM1 PYGO1 PYGO2 QKI RAB3A RACGAP1 RAD1 RAD21 RAD21L1 RAD23B RAD50 RAD51 RAD51AP1 RAD51B RAD51C RAD51D RAD54B RAD54L RAI14 RAN RARA RB1 RBBP8 RBM46 RBM7 RBMY1B RBX1 REC114 REC8 RFX2 RGN RGS2 RHBDD1 RIMBP3 RIMBP3B RIMBP3C RIMS1 RMI1 RNASE10 RNF114 RNF151 RNF17 RNF2 RNF212 RNF212B RNF8 ROPN1 ROPN1B ROPN1L ROS1 RPA1 RPL10L RPL39L RPS6 RPS6KA2 RPS6KB1 RSPH1 RSPH6A RUVBL1 RXFP2 SBF1 SCAPER SEBOX SELENOF SELENOP SEMG1 SEMG2 SEPTIN1 SEPTIN12 SEPTIN14 SEPTIN2 SEPTIN4 SEPTIN6 SEPTIN7 SERPINA10 SERPINA5 SETX SFMBT1 SGO1 SGO2 SGPL1 SHB SHCBP1L SHISA6 SHOC1 SIAH1 SIRT1 SIRT2 SIRT7 SIX5 SKIL SLC19A2 SLC22A14 SLC22A16 SLC25A31 SLC26A3 SLC26A6 SLC26A8 SLC2A14 SLC4A2 SLC9A8 SLC9B1 SLC9C1 SLCO4C1 SLIRP SLX4 SMAD1 SMAD4 SMAD5 SMARCA2 SMC1A SMC1B SMC2 SMC3 SMC4 SMCP SNRPA1 SNU13 SOD1 SOHLH1 SOHLH2 SOS1 SOX17 SOX30 SOX8 SOX9 SPA17 SPACA1 SPACA3 SPACA4 SPACA5 SPACA5B SPACA6 SPACA7 SPACDR SPAG1 SPAG11B SPAG16 SPAG17 SPAG4 SPAG6 SPAG8 SPAM1 SPANXA1 SPANXA2 SPANXB1 SPATA16 SPATA17 SPATA19 SPATA2 SPATA20 SPATA22 SPATA24 SPATA25 SPATA31A1 SPATA31A3 SPATA31A5 SPATA31A6 SPATA31A7 SPATA31C1 SPATA31C2 SPATA31D1 SPATA31D3 SPATA31D4 SPATA31E1 SPATA32 SPATA46 SPATA48 SPATA5 SPATA6 SPATA6L SPATA9 SPATC1L SPDYA SPEF2 SPEM1 SPEM3 SPESP1 SPIN1 SPIN2A SPIN2B SPIN3 SPIN4 SPINK1 SPINK13 SPINK2 SPIRE1 SPIRE2 SPO11 SPOCD1 SPPL2C SPTBN4 SRC SRPK1 SSH2 SSTR1 SSTR2 SSTR3 SSX1 STAG2 STAG3 STAT3 STAU1 STAU2 STK11 STRA8 STRBP STX2 STXBP1 SUFU SUN1 SUN2 SUN5 SYCE1 SYCE1L SYCE2 SYCE3 SYCP1 SYCP2 SYCP2L SYCP3 SYNE1 SYT6 TAF1L TAF4B TAF7L TAFAZZIN TBATA TBC1D20 TBC1D21 TBP TBPL1 TCFL5 TCP1 TCP11 TCP11X1 TDRD1 TDRD12 TDRD5 TDRD6 TDRD7 TDRD9 TDRKH TDRP TERB1 TERB2 TERF1 TESK1 TESK2 TESMIN TEX101 TEX11 TEX12 TEX14 TEX15 TEX19 TGFBR1 THEG TIAL1 TMEM119 TMEM203 TMEM95 TMF1 TMPRSS12 TNFAIP6 TNP1 TNP2 TOB2 TOP2A TOP2B TOP3A TOPAZ1 TP63 TPGS1 TPPP2 TRIM27 TRIM36 TRIM75 TRIP13 TRPC3 TRPC6 TRPC7 TSGA10 TSNAX TSNAXIP1 TSPAN8 TSPY1 TSPY10 TSPY2 TSPY3 TSPY4 TSPY8 TSPY9 TSSK1B TSSK2 TSSK3 TSSK4 TSSK6 TTC12 TTC21A TTC26 TTK TTLL1 TUBA8 TUBB8 TUBG1 TUBG2 TUBGCP2 TUBGCP3 TUBGCP4 TUBGCP5 TUBGCP6 TUT4 TUT7 TXNDC2 TXNDC8 TXNRD3 TYRO3 UBAP2L UBB UBE2B UBE2J1 UBE2Q1 UBE3A UBR2 UBXN8 UCHL1 UMODL1 UNC13B UPF3A USP17L2 USP26 USP42 USP9X USP9Y UTP14C VCX VDAC2 VDAC3 VGF VIPAS39 VPS13B VPS54 WASHC5 WBP2NL WDR33 WDR48 WDR77 WEE2 WFDC2 WIPF3 WNT3 WNT4 WNT5A WT1 XKRY XRCC2 XRN2 YBX2 YBX3 YTHDC1 YTHDC2 YTHDF2 YY1 ZAN ZAR1 ZAR1L ZBTB16 ZCWPW1 ZDBF2 ZFP41 ZFP42 ZFP57 ZFX ZGLP1 ZMIZ1 ZMYND15 ZNF148 ZNF296 ZNF318 ZNF35 ZNF449 ZNF541 ZNF628 ZNF830 ZP1 ZP2 ZP3 ZP4 ZPBP ZPBP2 ZSCAN2 ZSCAN21 ZW10 GOBP_SEX_DETERMINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SEX_DETERMINATION AMH AR CITED2 DHH DMRT1 FGF9 FOXL2 INSR INSRR MAP3K4 NR0B1 NR5A1 PTGDR SF1 SIX4 SOX3 SOX9 SRD5A1 SRY TCF21 WNT4 WT1 GOBP_SEX_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SEX_DIFFERENTIATION A2M ACE ACVR2A ADAM15 ADAM18 ADAM2 ADAM20 ADAM21 ADAM29 ADAM30 ADAM32 ADAMTS1 ADCYAP1R1 ADGRG1 AFP AGO4 AKR1C3 AMH AMHR2 ANG AR ARID4A ARID4B ARID5B ASB1 ASPM ATM ATN1 ATRX AXL BAK1 BASP1 BAX BCL2 BCL2L1 BCL2L11 BCL2L2 BIK BMP5 BMP6 BMPR1A BMPR1B BOK BRCA2 BRIP1 CASP2 CASP3 CBL CBX2 CCDC182 CDKL2 CEBPB CENPI CGA CHD7 CITED2 CNOT9 CNTFR CRKL CSDE1 CSMD1 CTNNA1 CTNNB1 CYP17A1 CYP19A1 CYP1B1 DACH1 DACH2 DCANP1 DHCR24 DHH DHX37 DMC1 DMRT1 DMRT2 DMRT3 DMRTA1 DMRTA2 DMRTB1 DMRTC2 DNAAF11 DNAJC19 EIF2B2 EIF2B4 EIF2B5 EIF2S2 ERCC1 EREG ESR1 FANCA FANCG FER FGF10 FGF8 FGF9 FKBP4 FLNA FNDC3A FOXC1 FOXF2 FOXL2 FSHB FSHR FST FZD4 GAS2 GATA1 GATA3 GATA4 GATA6 GDF9 GFRA1 GNRH1 GPR149 GREB1L H3-3A H3-3B HESX1 HMGB2 HNF4A HOXA10 HOXA11 HOXA13 HOXA9 HOXD13 HSD17B3 HSD17B4 HYAL3 IDH1 IL1A IMMP2L ING2 INHA INHBA INHBB INSL3 INSR IRX5 KCNE1 KDR KIF18A KIT KITLG KLHL10 LEP LFNG LGR4 LHB LHCGR LHFPL2 LHX1 LHX8 LHX9 LRP2 MAMLD1 MAS1 MEA1 MERTK MIR455 MKKS MMP14 MMP2 MSH2 MSH4 NASP NCOA1 NCOA4 NEUROG1 NHLH2 NIPBL NKX2-1 NKX3-1 NOS3 NOTCH1 NPPC NPR2 NR0B1 NR2F2 NR5A1 NRIP1 NTRK1 NUDT1 NUP107 NUPR1 OSR1 PATZ1 PBX1 PCYT1B PDGFRA PGR PKD1 PLEKHA1 PRDX4 PRKACG PRPS1L1 PTPN11 PTPRN PTX3 RAB13 RARA RBMY1B RBP4 RDH10 REC8 REN RETN RHOBTB3 RNF38 ROBO2 ROR2 RRM1 RXFP2 SAFB2 SALL1 SCAPER SCX SDC1 SF1 SFRP1 SFRP2 SGPL1 SHH SIRT1 SIX4 SLIT2 SLIT3 SMAD4 SMAD5 SOD1 SOX15 SOX8 SOX9 SPATA2 SPO11 SRC SRD5A1 SRD5A2 SRY STAT5B STRA6 SYCP2 TAF4 TBC1D20 TBX3 TCF21 TESC TEX11 TEX19 TFAP2C TFPT TGFB2 TGFBR1 TIFAB TIPARP TLR3 TLR9 TMF1 TNFAIP6 TNFSF10 TP63 TSPY1 TSPY10 TSPY2 TSPY3 TSPY4 TSPY8 TSPY9 TYRO3 UBB UBE3A UMODL1 UTF1 VEGFA VGF WDR19 WDR48 WNT2B WNT4 WNT5A WNT7A WNT9B WT1 YBX3 ZFP42 ZFPM2 ZFX ZNF830 ZP3 GOBP_SHORT_CHAIN_FATTY_ACID_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SHORT_CHAIN_FATTY_ACID_CATABOLIC_PROCESS ACADS MCEE PCCA PCCB PCK1 PCK2 PHYH GOBP_SHORT_CHAIN_FATTY_ACID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SHORT_CHAIN_FATTY_ACID_METABOLIC_PROCESS ACADS ACOT4 ACSM1 ACSS1 ACSS2 CRAT MCEE MMUT OXSM PCCA PCCB PCK1 PCK2 PHYH THNSL2 TYRP1 GOBP_SHORT_TERM_MEMORY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SHORT_TERM_MEMORY ADNP BRINP1 CALB1 CHRNA7 CUX2 MDK NPAS4 PTCHD1 RCAN1 SERPINF1 SLC2A4 GOBP_SIALYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SIALYLATION C20orf173 ST3GAL1 ST3GAL2 ST3GAL4 ST6GAL1 ST6GAL2 ST6GALNAC2 ST8SIA3 GOBP_SIGNALING_RECEPTOR_LIGAND_PRECURSOR_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SIGNALING_RECEPTOR_LIGAND_PRECURSOR_PROCESSING ACE ACE2 ADAM10 ATP6AP2 BACE1 BACE2 BCHE CASP1 CMA1 CORIN CPA3 CPE CTSG CTSL CTSZ DISP1 DPP4 ECE1 ECE2 ENPEP ERO1B FURIN MBOAT4 MEP1A MME P4HB PCSK1 PCSK1N PCSK2 PCSK4 PCSK5 PCSK6 PCSK7 PLA2G7 REN SCG5 SLC30A5 SLC30A8 YIPF5 GOBP_SIGNAL_COMPLEX_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SIGNAL_COMPLEX_ASSEMBLY CD3E MAPK8IP2 NCK1 NCK2 PTK2 PTK2B PXN SRC GOBP_SIGNAL_PEPTIDE_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SIGNAL_PEPTIDE_PROCESSING CLN5 FURIN HM13 IMMP1L IMMP2L PARL PCSK5 SEC11A SEC11B SEC11C SPCS1 SPCS2 SPCS3 SPPL3 GOBP_SIGNAL_RELEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SIGNAL_RELEASE AACS ABAT ABCA1 ABCA12 ABCC4 ABCC8 ACSL4 ACVR1C ACVR2B ADCY5 ADCY8 ADCYAP1 ADIPOQ ADORA1 ADORA2A ADORA3 ADRA2A ADRA2B ADRA2C AGT AGTR1 AIMP1 ALOX5 ANO1 ANXA1 AQP1 ASIC1 ATP2A2 BAD BAIAP3 BGLAP BLK BLOC1S6 BMAL1 BMP6 BMP8A BRAF BRSK1 BRSK2 BTK C1QTNF1 C1QTNF12 C1QTNF3 C2CD2L CACNB4 CADPS CADPS2 CAMK2A CAMK2G CAPN10 CARTPT CASK CASR CCDC186 CCKAR CCL5 CCN3 CD38 CDK16 CDK5 CELA2A CFTR CGA CHD7 CHGA CHRM3 CHRNA3 CHRNA4 CHRNA6 CHRNA7 CHRNB2 CHRNB4 CLOCK CLTRN CNR1 CPE CPLX1 CPLX2 CPLX3 CPLX4 CPT1A CREB1 CRH CRHBP CRHR1 CRY1 CRY2 CSPG5 CTBP2 CXCL12 CYB5R4 CYP19A1 DAB2 DNAJC5 DOC2A DOC2B DRD2 DRD3 DTNBP1 DVL1 DYSF EDN1 EDN3 EDNRB EFNA5 EIPR1 ENSA ENY2 EPHA5 ERC2 EXOC3L1 F2 F2R F2RL1 F2RL2 FAM3B FAM3D FBXL20 FBXO45 FER1L4 FER1L5 FFAR1 FFAR2 FFAR3 FFAR4 FGA FGB FGF20 FGF23 FGG FKBP1B FMR1 FOXA2 FOXD1 FOXL2 FOXO1 FZD4 G6PC2 GABBR1 GAL GALR1 GATA3 GCG GCK GDF9 GDNF GHRH GHRHR GHRL GHSR GIP GIPR GIT1 GJA1 GLP1R GLUD1 GNA11 GNAT1 GNAZ GNRHR GPER1 GPLD1 GPR119 GPR158 GPR27 GPR68 GRIK5 GRM2 GRM4 GRP HADH HCAR2 HCRT HFE HIF1A HLA-DRB1 HNF1A HNF1B HNF4A HRH3 HTR1A HTR1B HTR2A HTR2C IFNG IL11 IL1A IL1B IL1RN IL6 ILDR1 ILDR2 INHA INHBA INHBB INS IRS1 IRS2 ISL1 ITPR1 JAGN1 JAK2 KCNA2 KCNA5 KCNB1 KCNJ11 KCNJ8 KCNMB4 KCNQ1 KDM5B KISS1 KLF7 KMO KPNA4 LEP LIF LILRB1 LIN7A LIN7B LIN7C LRP5 LRRC8A LRRK2 LTBP4 LYN MAFA MAOB MAP2K6 MC4R MCTP1 MCTP2 MCU MEF2C MIDN MIF MPC2 MTNR1B MYB MYOF MYRIP NADK NAPA NAPB NDUFAF2 NEUROD1 NF1 NIBAN2 NKX3-1 NKX6-1 NLGN1 NLGN2 NMB NNAT NOS2 NPVF NR0B2 NR1D1 NR1H4 NR4A1 NRXN1 NRXN2 OPRK1 OPRM1 OR51E2 ORAI1 OSBP OSM OTOF OXTR P2RX1 P2RX4 P2RX7 P2RY1 P2RY4 PARK7 PASK PAX8 PCK2 PCLO PCSK5 PDE8B PDX1 PDZD11 PER2 PFKFB2 PFKL PFKM PFN2 PICK1 PIM3 PINK1 PIP5K1C PLA2G10 PLA2G3 PLA2G4A PLA2G6 PLCB1 PNKD POMC PORCN PPARG PPFIA2 PPFIA3 PPP3CA PPP3CB PPT1 PREPL PRKACA PRKAR1A PRKCB PRKCE PRKCG PRKD1 PRKN PRRT2 PSEN1 PSMD9 PTGES PTGS2 PTPN11 PTPN23 PTPRN PTPRN2 RAB11B RAB11FIP1 RAB11FIP2 RAB11FIP3 RAB11FIP5 RAB1A RAB3A RAB3GAP1 RAB44 RAB5A RAB8B RAF1 RAP1A RAP1B RAP1BL RAPGEF4 RASL10B RBM4 RBP4 REN REST RETN RFX3 RFX6 RIMS1 RIMS2 RIMS3 RIMS4 RPH3A RPH3AL SCG5 SCRIB SCT SELENOM SELENOT SEPTIN5 SERP1 SFRP1 SIDT2 SIRT3 SIRT4 SIRT6 SLC16A1 SLC16A10 SLC16A2 SLC18A2 SLC18A3 SLC25A22 SLC2A2 SLC30A1 SLC30A8 SLC32A1 SLC38A2 SLC44A4 SLC4A8 SLC6A4 SLC8B1 SLC9B2 SMAD2 SMAD4 SMPD3 SNAP23 SNAP25 SNAP29 SNAP47 SNAPIN SNCA SNCAIP SNCG SNPH SNX19 SNX4 SNX6 SOX11 SOX4 SPINK1 SPP1 SREBF1 SRI SSTR5 STX11 STX19 STX1A STX1B STX2 STX3 STX4 STXBP1 STXBP2 STXBP3 STXBP4 STXBP5 SUCNR1 SV2A SV2B SV2C SYBU SYK SYN1 SYN2 SYN3 SYNJ1 SYP SYT1 SYT10 SYT11 SYT12 SYT13 SYT15 SYT17 SYT2 SYT3 SYT4 SYT5 SYT6 SYT7 SYT8 SYT9 SYTL4 TACR1 TACR2 TARDBP TBX3 TCF7L2 TCIRG1 TFAP2B TFR2 TGM2 TIAM1 TM7SF3 TMEM132A TMF1 TNF TNFRSF11A TNFSF11 TPRG1L TRH TRPM4 TRPV4 TRPV6 TSPO TUNAR UBE2Q1 UCN UCN3 UCP2 UNC13A UNC13B UNC13C UQCC2 VAMP2 VAMP3 VAMP7 VAMP8 VGF VIP VPS18 VPS35 VSNL1 WLS WNK4 WNT7A ZBED6 GOBP_SIGNAL_TRANSDUCTION_BY_P53_CLASS_MEDIATOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SIGNAL_TRANSDUCTION_BY_P53_CLASS_MEDIATOR ACER2 AEN AKT1 ANKRD1 ARMC10 ATAD5 ATM ATR ATRX AURKA AURKB BAG6 BATF BAX BCL2 BCL3 BDKRB2 BOK BOP1 BRCA2 CASP2 CASP6 CD44 CD74 CDIP1 CDK5RAP3 CDKN1A CDKN1B CHD5 CHEK1 CHEK2 COPS3 CRADD DDIT4 DDX5 DYRK1A DYRK2 DYRK3 E2F1 E2F2 E2F7 EDA2R EEF1E1 EIF5A ELL3 EP300 ERCC2 FHIT FOXM1 GML GREM1 GTSE1 HAPSTR1 HEXIM1 HIC1 HINT1 HIPK1 HIPK2 HIPK4 HNRNPK IFI16 ING2 ING4 JMY KAT5 KAT6A KDM1A KMT5A MAGEA2 MAGEA2B MAP2K6 MAPKAPK5 MARCHF7 MDM2 MDM4 MIF MIR186 MIR21 MLF1 MSH2 MSX1 MTOR MUC1 MYBBP1A MYC MYO6 NBN NDRG1 NOP2 NOP53 NPM1 NUAK1 NUPR1 PAK1IP1 PAXIP1 PDK2 PERP PHLDA3 PIDD1 PIP4P1 PLA2R1 PLK2 PLK3 PMAIP1 PML POU4F1 POU4F2 PPM1D PPP1R13B PRAP1 PRKN PRMT5 PRMT6 PSMD10 PTTG1IP PYCARD PYHIN1 RFFL RNF34 RPF2 RPL11 RPL23 RPL26 RPL37 RPL5 RPS15 RPS20 RPS27L RPS6KA6 RPS7 RRM2B RRN3 RRP8 RRS1 SESN2 SETD9 SGK1 SHISA5 SIRT1 SMYD2 SNAI1 SNAI2 SNW1 SOX4 SP100 SPRED1 SPRED2 STK11 TAF1 TAF9 TAF9B TFAP4 TIFAB TMEM109 TOPORS TP53 TP53BP2 TP53RK TP63 TP73 TRIAP1 TRIM24 TWIST1 UBB URB2 USP10 USP15 USP2 USP28 USP7 WWOX YJU2 ZMPSTE24 ZNF385A ZNF385B ZNHIT1 GOBP_SIGNAL_TRANSDUCTION_INVOLVED_IN_REGULATION_OF_GENE_EXPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SIGNAL_TRANSDUCTION_INVOLVED_IN_REGULATION_OF_GENE_EXPRESSION CER1 DAND5 EPCAM FGF5 FGF8 GSC HNF4A MESP1 MSX1 MSX2 NEUROD1 P2RY1 PARP1 PAX6 PDGFRA SMAD2 SMAD3 SOX17 TBX6 TRAF2 TRAF3IP2 TRAF5 GOBP_SIGNAL_TRANSDUCTION_IN_ABSENCE_OF_LIGAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SIGNAL_TRANSDUCTION_IN_ABSENCE_OF_LIGAND AKT1 BAD BAG3 BAK1 BAX BCL2 BCL2A1 BCL2L1 BCL2L10 BCL2L11 BCL2L2 BOK C8orf44-SGK3 CASP2 COL2A1 CSF2 CTNNA1 CX3CL1 ERBB3 EYA1 EYA2 EYA3 EYA4 FADD FAS FGF10 FGFR1 GATA1 GDNF GFRAL GSK3A GSK3B HSPA1A HSPA1B HTRA2 IFI6 IL1A IL1B IL2 IL4 IL7 INHBA ITGAV KITLG MAP2K5 MAPK7 MCL1 MIR198 MKNK2 MOAP1 NF1 PF4 PPP1CA PPP2R1A PPP2R1B PRDX2 RET RIPK1 SGK3 SNAI2 SRPX STRADB TERT TNF UNC5B WWOX ZC3HC1 GOBP_SIGNAL_TRANSDUCTION_IN_RESPONSE_TO_DNA_DAMAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SIGNAL_TRANSDUCTION_IN_RESPONSE_TO_DNA_DAMAGE ABL1 ABRAXAS1 ACER2 ANKRD1 ATAD5 ATF2 ATM ATR ATRIP ATRX BABAM1 BABAM2 BARD1 BATF BCL3 BID BLM BRCA1 BRCA2 BRCC3 BRIP1 BRSK1 CASP2 CASP9 CCAR2 CCND1 CCNG1 CD44 CD74 CDC14B CDC5L CDK1 CDK2 CDK5RAP3 CDKN1A CDKN1B CEP63 CHEK1 CHEK2 CLOCK CLSPN COPS3 CRADD CRY1 CUL4A DDX39B DDX5 DONSON DOT1L DTL DTX3L DYRK1A DYRK3 E2F1 E2F7 EEF1E1 EIF2AK4 EME1 EME2 ERCC6 ETAA1 FANCD2 FBXO31 FBXO4 FBXO6 FEM1B FOXM1 FOXN3 FOXO4 FZR1 GADD45A GIGYF2 GML GRB2 GTSE1 H2AX HIC1 HINFP HIPK2 HUS1 HUS1B IER3 ING4 INTS7 KAT5 KDM1A KMT5A MAD2L2 MAP2K6 MAP3K20 MAPK12 MAPK14 MAPK3 MARCHF7 MBTPS1 MBTPS2 MDC1 MDM2 MDM4 MIF MRE11 MRNIP MSH2 MSX1 MUC1 MUS81 MYO6 NBN NDRG1 NEK11 NOP53 NPM1 PARP9 PAXIP1 PIDD1 PLA2R1 PLK1 PLK2 PLK3 PMAIP1 PML PPM1D PPP1R10 PRAP1 PRKDC PRPF19 PSMD10 PTPN11 PTTG1IP PYHIN1 RAD1 RAD17 RAD51 RAD9A RAD9B RFWD3 RHNO1 RINT1 RNASEH2B RNF8 RPA2 RPA4 RPL26 RPS27L RPS6KA6 SDE2 SESN2 SIRT1 SMYD2 SNAI1 SNAI2 SOX4 SP100 SPRED1 SPRED2 STK33 SYF2 TAOK1 TAOK2 TAOK3 TELO2 TFAP4 THOC1 THOC5 TICRR TIPIN TIPRL TOPBP1 TP53 TP53BP1 TREX1 TRIAP1 TRIM39 TTI1 TTI2 TWIST1 UFL1 UIMC1 USP10 USP28 WAC WDR76 WNT1 XPC YJU2 ZMPSTE24 ZNF385A ZNF830 ZNHIT1 GOBP_SINGLE_FERTILIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SINGLE_FERTILIZATION ABHD2 ACR ACTL7A ACTL9 ADAM18 ADAM2 ADAM20 ADAM21 ADAM32 ADCY3 AKAP3 AKAP4 ALDOA AP3B1 AR ASH1L ASTL ATP8B3 B4GALT1 BPY2 BPY2B BPY2C BSPH1 C16orf92 CACNA1H CCDC136 CCDC87 CCT2 CCT3 CCT4 CCT5 CCT7 CCT8 CD46 CD9 CDK1 CECR2 CLGN CRISP1 CRKL DAZ2 DCST1 DCST2 DEFB126 DKKL1 ELSPBP1 EQTN FAM170B FCRL3 FCRL5 FETUB FOLR1 FOLR2 FOLR3 FOXL2 FREY1 GARIN1B GLIPR1L1 GLRA1 GLRB GNPDA1 H3-3A H3-3B HEXB HOXA10 HOXA11 HOXA9 HOXD10 HOXD9 HSPA1L HYAL3 IFTAP IGSF8 IQCF1 IRAG2 IZUMO1 IZUMO1R KDM5B LCN6 LHFPL2 LLCFC1 LY6K LYZL4 LYZL6 MFGE8 MST1R MYH9 NLRP5 NOX5 NPM2 NPR2 OR10J1 OR1D2 OVGP1 PAEP PARK7 PCSK4 PITHD1 PKDREJ PLA2G10 PLAT PLB1 PLCB1 PLCD4 PLCZ1 PPP3R2 PRND PRSS37 PRSS55 RAB3A RIMS1 RNASE10 ROPN1B SERPINA10 SERPINA5 SLC22A16 SLC9B1 SLIRP SMAD4 SMCP SNU13 SPA17 SPACA3 SPACA4 SPACA5 SPACA5B SPACA6 SPACA7 SPAG1 SPAG8 SPAM1 SPATA46 SPESP1 SPINK1 SPINK13 SPPL2C STX2 STXBP1 SYT6 TCP1 TEX101 TMEM95 TMPRSS12 TNP1 TNP2 TRIM36 TRPC3 TRPC6 TRPC7 TUBGCP3 UBAP2L UBE3A UBXN8 UMODL1 UNC13B VDAC2 WBP2NL WDR48 WEE2 XKRY ZAN ZP1 ZP2 ZP3 ZP4 ZPBP ZPBP2 GOBP_SINGLE_STRANDED_VIRAL_RNA_REPLICATION_VIA_DOUBLE_STRANDED_DNA_INTERMEDIATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SINGLE_STRANDED_VIRAL_RNA_REPLICATION_VIA_DOUBLE_STRANDED_DNA_INTERMEDIATE AICDA APOBEC3A APOBEC3B APOBEC3C APOBEC3D APOBEC3F APOBEC3G APOBEC3H CXCL8 HMGA2 INPP5K MORC2 MPHOSPH8 RESF1 SETDB1 SMARCB1 TASOR TOP2A TOP2B TRIM28 GOBP_SINGLE_STRAND_BREAK_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SINGLE_STRAND_BREAK_REPAIR APLF APTX ERCC6 ERCC8 LIG4 PARP1 SIRT1 TDP1 TERF2 TNP1 XNDC1N XRCC1 GOBP_SINOATRIAL_NODE_CELL_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SINOATRIAL_NODE_CELL_DEVELOPMENT BVES ISL1 SHOX2 TBX18 TBX3 GOBP_SINOATRIAL_NODE_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SINOATRIAL_NODE_CELL_DIFFERENTIATION BVES ISL1 MESP1 SHOX2 TBX18 TBX3 GOBP_SINOATRIAL_NODE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SINOATRIAL_NODE_DEVELOPMENT BMP4 BVES CACNA1G GATA6 GJB6 HCN4 ISL1 MESP1 SHOX2 TBX18 TBX3 TBX5 GOBP_SIRNA_MEDIATED_RETROTRANSPOSON_SILENCING_BY_HETEROCHROMATIN_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SIRNA_MEDIATED_RETROTRANSPOSON_SILENCING_BY_HETEROCHROMATIN_FORMATION DDX4 FKBP6 MAEL MOV10L1 MYBL1 PIWIL2 PIWIL4 TDRD1 TDRD12 TDRD5 TDRD9 GOBP_SIRNA_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SIRNA_PROCESSING AGO2 DICER1 HENMT1 PRKRA RMRP TARBP2 TERT TSN TSNAX GOBP_SISTER_CHROMATID_COHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SISTER_CHROMATID_COHESION ATRX AXIN2 BOD1 BUB1 BUB1B CDC20 CDCA5 CHTF8 CTCF CTNNB1 DDX11 DDX11L8 DDX12P DSCC1 ESCO1 ESCO2 ESPL1 FBXW7 FEN1 GTF2B HASPIN HDAC8 HORMAD1 HORMAD2 KIF22 MACROH2A1 MAU2 MCMBP MEIKIN MRE11 NAA10 NAA50 NIPBL NSMCE2 PDS5A PDS5B PHB2 PLK1 POGZ PPP2R1A RAD21 RAD21L1 RAD51C RB1 REC8 SGO1 SGO2 SLF1 SLF2 SMC1A SMC1B SMC3 SMC5 STAG1 STAG2 STAG3 TENT4A TNKS WAPL GOBP_SISTER_CHROMATID_SEGREGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SISTER_CHROMATID_SEGREGATION AAAS ABRAXAS1 ABRAXAS2 ACTB ACTL6A ACTL6B AKAP8 AKAP8L ANAPC1 ANAPC11 ANAPC15 ANAPC2 ANAPC4 ANAPC5 ANAPC7 ANKRD53 APC ARHGEF10 ARID1A ARID1B ARID2 ATM AURKB AURKC BAZ1B BCCIP BCL7A BCL7B BCL7C BECN1 BIRC5 BOD1 BRD7 BUB1 BUB1B BUB3 CCDC61 CCNB1 CCSAP CDC16 CDC20 CDC23 CDC27 CDC6 CDCA5 CDCA8 CDK1 CDK5RAP2 CDT1 CENPC CENPE CENPF CENPI CENPK CEP192 CEP55 CEP97 CHAMP1 CHEK2 CHFR CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CLASP1 CLASP2 CUL3 DCTN2 DIS3L2 DLGAP5 DPF1 DPF2 DPF3 DRG1 DSN1 DUSP1 DYNC1LI1 EML3 EML4 ESPL1 FBXO5 FLNA GEN1 GOLGA2 HASPIN HECW2 HNRNPU HSPA1A HSPA1B IK INCENP INO80 KAT2B KAT5 KATNB1 KIF11 KIF14 KIF18A KIF18B KIF22 KIF23 KIF25 KIF2A KIF2C KIF3B KIF4A KIF4B KIFC1 KIFC2 KLHL22 KMT5A KNL1 KNSTRN KNTC1 KPNB1 LATS1 LCMT1 LSM14A MAD1L1 MAD2L1 MAD2L1BP MAD2L2 MAP10 MAP3K20 MAP9 MAPK15 MAPRE1 MIS12 MISP MOS MYBL2 MZT1 NCAPD2 NCAPD3 NCAPG NCAPG2 NCAPH NCAPH2 NDC80 NEK2 NEK6 NIPBL NSL1 NSMCE2 NUDC NUF2 NUMA1 NUP62 NUSAP1 OFD1 PBRM1 PCID2 PDCD6IP PHF10 PHF13 PIBF1 PINX1 PLK1 POLDIP2 PPP2R1A PRAP1 PRC1 PRICKLE1 PSMG2 PSRC1 RAB11A RACGAP1 RAD21 RAN RB1 RHOA RIOK2 RMDN1 RMI2 RRS1 SEH1L SMARCA2 SMARCA4 SMARCA5 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMC1A SMC2 SMC3 SMC4 SPAG5 SPC24 SPC25 SPDL1 SPICE1 STAG1 STAG2 TACC3 TENT4A TEX14 TOP2A TOP2B TPR TPX2 TRIP13 TTK TTN TUBG1 TUBG2 UBE2C USP44 VPS4A VPS4B WAPL WRAP73 XRCC3 ZNF207 ZW10 ZWILCH ZWINT GOBP_SKELETAL_MUSCLE_ACETYLCHOLINE_GATED_CHANNEL_CLUSTERING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SKELETAL_MUSCLE_ACETYLCHOLINE_GATED_CHANNEL_CLUSTERING COLQ CRKL DNAJA3 DVL1 FNTA FZD9 LRP4 MESD MUSK RER1 GOBP_SKELETAL_MUSCLE_ADAPTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SKELETAL_MUSCLE_ADAPTATION ACTA1 ACTN3 ATP2A2 CACNA1S CAMK2B CAMK2G CFLAR GTF2IRD1 IGFBP5 MIR208B MIR499A MSTN MYH7 MYMK MYOC MYOD1 MYOZ1 MYOZ2 NFATC1 PPP3CA RPS6KB1 TNNC1 TNNI1 TNNT1 TRIM63 GOBP_SKELETAL_MUSCLE_ATROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SKELETAL_MUSCLE_ATROPHY ACTN3 CFLAR MSTN RPS6KB1 TRIM63 GOBP_SKELETAL_MUSCLE_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SKELETAL_MUSCLE_CELL_DIFFERENTIATION AKIRIN1 ANKRD1 ANKRD33 ASB2 ATF3 BARX2 BCL9 BCL9L BMAL1 BTG2 CDON CITED2 COPS2 CYP26B1 DDX17 DDX5 DMRTA2 EGR1 EGR2 EMD EOMES EPHB1 FOS FOXN2 GPC1 GTF3C5 HEYL HIVEP3 HLF HMG20B KLF5 KLHL40 KLHL41 KRAS LARGE1 LEMD2 MAFF MED20 MEF2C MEF2D MEGF10 MIR1-1 MSTN MYF5 MYF6 MYLK2 MYOCD MYOD1 MYOG NLN NOTCH1 NR1D2 NR4A1 NUPR1 PAX5 PHOX2B RB1 RBFOX1 RBM24 SAP30 SCX SELENON SHH SIX1 SIX4 SMYD1 SOX11 SOX8 TBX1 UQCC2 VAX1 WNT3A ZNF689 GOBP_SKELETAL_MUSCLE_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SKELETAL_MUSCLE_CELL_PROLIFERATION AKIRIN1 ANGPT1 ANHX CAV2 CFLAR DSN1 EPHB1 FGF2 FOS HGF JAK2 KPNA1 MEGF10 MSTN MYB MYOG NDC80 PAXBP1 PPARD SELENON SHH SIX1 SIX5 SRC SUGT1 GOBP_SKELETAL_MUSCLE_CONTRACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SKELETAL_MUSCLE_CONTRACTION ACTN3 ATP2A1 ATP8A2 C12orf57 CASQ1 CAV3 CCDC78 CHRNA1 CHRND CHUK DMD DMPK GAA GSTM2 GSTO1 HOMER1 HSP90AA1 JSRP1 KBTBD13 KCNJ2 MYH14 MYH3 MYH7 MYH8 NR4A1 PRKD1 PVALEF RCSD1 REM1 RPS6KB1 SCN4A SLC8A3 STAC STAC2 STAC3 STRIT1 SYNM TCAP TNF TNNC1 TNNC2 TNNI1 TNNI2 TNNI3 TNNT1 TNNT3 GOBP_SKELETAL_MUSCLE_FIBER_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SKELETAL_MUSCLE_FIBER_DIFFERENTIATION CYP26B1 KLHL40 LARGE1 NLN RBM24 SHH SIX4 TBX1 GOBP_SKELETAL_MUSCLE_ORGAN_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SKELETAL_MUSCLE_ORGAN_DEVELOPMENT ACTA1 ACTN3 AKIRIN1 ANHX ANKRD1 ANKRD33 ASB2 ASS1 ATF3 BARX2 BASP1 BCL2 BCL9 BCL9L BIN3 BMAL1 BTG2 BVES CACNA1S CASQ1 CAV1 CAV2 CCNT2 CDK5 CDON CFL2 CFLAR CHRNA1 CHRND CITED2 CNTFR CNTNAP1 COL19A1 COPS2 CSRP3 CTNNB1 CYP26B1 DAG1 DDX17 DDX5 DES DISP1 DLL1 DMD DMRTA2 DNER EGR1 EGR2 ELN EMD EOMES EP300 EPHB1 FBXO22 FGFRL1 FLNB FLOT1 FOS FOXL2 FOXN2 FXR1 GPC1 GPCPD1 GPX1 GTF3C5 HDAC9 HEYL HIVEP3 HLF HLX HMG20B HOMER1 HOXD10 HOXD9 HSD17B1 IGF2 IGSF8 KEL KLF5 KLHL40 KLHL41 KRAS LARGE1 LEMD2 LMOD3 MAFF MAPK14 MED20 MEF2C MEF2D MEGF10 MEOX2 METTL21C MIR1-1 MSC MSTN MTM1 MYF5 MYF6 MYH14 MYL11 MYL6 MYL6B MYLK2 MYMX MYOCD MYOD1 MYOG MYOM1 MYOM2 MYORG MYOZ1 MYOZ2 NEURL1 NF1 NIBAN2 NLN NOTCH1 NPHS1 NR1D2 NR2F2 NR4A1 NUPR1 P2RX2 PAX5 PHOX2B PITX1 PLEC POPDC2 POPDC3 PPP3CA PPP3CB PRKAA1 RB1 RBFOX1 RBM24 RCAN1 RHOA RPS6KB1 RYR1 SAP30 SCN11A SCX SELENON SHH SHOX2 SIX1 SIX4 SKI SMO SMYD1 SOX11 SOX8 SPG11 SRPK3 STAC3 STRA6 SVIL TAFAZZIN TBX1 TCF21 TGFB1 TLL2 TWIST1 UQCC2 USP19 VAMP5 VAX1 VGLL2 VPS54 VRK3 WNT10B WNT3A WT1 XK YBX3 ZBTB18 ZNF689 GOBP_SKELETAL_MUSCLE_SATELLITE_CELL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SKELETAL_MUSCLE_SATELLITE_CELL_ACTIVATION CAPN3 EPHB1 GJD4 KLF5 KPNA1 MEGF10 SOX15 WNT7A GOBP_SKELETAL_MUSCLE_SATELLITE_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SKELETAL_MUSCLE_SATELLITE_CELL_DIFFERENTIATION AKIRIN1 CDON EPHB1 KLF5 MEGF10 MSTN MYLK2 SELENON SIX4 GOBP_SKELETAL_MUSCLE_SATELLITE_CELL_MAINTENANCE_INVOLVED_IN_SKELETAL_MUSCLE_REGENERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SKELETAL_MUSCLE_SATELLITE_CELL_MAINTENANCE_INVOLVED_IN_SKELETAL_MUSCLE_REGENERATION EZH2 FZD7 IGF1 SELENON WNT7A GOBP_SKELETAL_MUSCLE_SATELLITE_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SKELETAL_MUSCLE_SATELLITE_CELL_PROLIFERATION AKIRIN1 ANGPT1 CFLAR DSN1 EPHB1 FGF2 JAK2 KPNA1 MEGF10 MSTN MYOG NDC80 PAXBP1 PPARD SIX1 SIX5 SUGT1 GOBP_SKELETAL_MUSCLE_THIN_FILAMENT_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SKELETAL_MUSCLE_THIN_FILAMENT_ASSEMBLY ACTA1 ACTC1 ACTL8 LMOD3 PROX1 TCAP TTN GOBP_SKELETAL_MUSCLE_TISSUE_GROWTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SKELETAL_MUSCLE_TISSUE_GROWTH ACTN3 CHRNA1 CHRND DLL1 IGF2 MSTN MTM1 RPS6KB1 TLL2 VPS54 GOBP_SKELETAL_MUSCLE_TISSUE_REGENERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SKELETAL_MUSCLE_TISSUE_REGENERATION AKIRIN1 ANXA1 BCL9 BIN3 CAPN3 CD81 CD9 CFLAR DAG1 EYS EZH2 FKRP FZD7 GJD4 GPX1 HDGFL2 HOPX IFRD1 IGF1 KLF5 KPNA1 LARGE1 MSTN MTPN MYMK MYMX MYOD1 MYOZ1 PPARD PPP3CA PTGFRN SELENON SGCA SOX15 SPAAR TMEM182 WNT10B WNT7A GOBP_SKELETAL_MYOFIBRIL_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SKELETAL_MYOFIBRIL_ASSEMBLY ACTA1 ACTC1 ACTL8 CFLAR LMOD3 MYH11 PLEC PROX1 TCAP TTN GOBP_SKELETAL_SYSTEM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SKELETAL_SYSTEM_DEVELOPMENT ACAN ACD ACP5 ACTN3 ACVR2A ACVR2B ACVRL1 ADAMTS12 ADAMTS4 ADAMTS7 AHSG AKAP13 ALPL ALX1 ALX3 ALX4 AMELX AMER1 ANKH ANKRD11 ANXA2 ANXA6 ARID5A ARID5B ARSL ASH1L ASXL1 ATF2 ATG9A ATG9B ATP6AP1 ATP7A AXIN2 BARX2 BBS1 BBS2 BBX BCAN BGLAP BGN BMI1 BMP1 BMP10 BMP2 BMP3 BMP4 BMP5 BMP6 BMP7 BMP8A BMP8B BMPR1A BMPR1B BMPR2 BNC2 BPNT2 CACNA1S CBS CCDC154 CCN1 CCN2 CCN3 CCN4 CD44 CDH11 CDK20 CDKN1C CDX1 CER1 CHAD CHADL CHD7 CHI3L1 CHRD CHRDL2 CHST11 CHSY1 CITED2 CLDN18 CLEC3A CMKLR1 CNMD COL10A1 COL11A1 COL11A2 COL13A1 COL18A1 COL19A1 COL1A1 COL1A2 COL27A1 COL2A1 COL3A1 COL5A2 COL9A2 COMP CREB3L2 CSGALNACT1 CSRNP1 CTC1 CTNNB1 CTSK CYP26B1 CYTL1 DCANP1 DCHS1 DDR2 DDRGK1 DEAF1 DHRS3 DLG1 DLL3 DLX1 DLX2 DLX5 DLX6 DMRT2 DSCAML1 DYM DYNC2I1 EBP ECM1 EDN1 EDNRA EFEMP1 EIF2AK3 EIF4A3 EN1 ENG ENSG00000274276 EPHA2 EPYC ETS2 EVC EXT1 EXT2 EXTL1 EYA1 FAM20C FBN1 FBN2 FBXW7 FGF18 FGF2 FGF4 FGF6 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFRL1 FGR FLVCR1 FMN1 FOSL2 FOXC1 FOXC2 FOXN3 FOXP1 FREM1 FRZB FST FUZ GATA3 GDF10 GDF11 GDF2 GDF3 GDF5 GDF6 GH1 GHR GHRL GJA1 GLG1 GLI2 GLI3 GNA11 GNAS GPLD1 GPR68 GREM1 GRHL2 GSC HAND1 HAND2 HAPLN1 HAPLN2 HAPLN3 HAPLN4 HAS2 HES5 HES7 HEXA HEXB HHIP HIF1A HMGA2 HOXA1 HOXA10 HOXA11 HOXA13 HOXA2 HOXA3 HOXA4 HOXA5 HOXA6 HOXA7 HOXA9 HOXB1 HOXB2 HOXB3 HOXB4 HOXB5 HOXB6 HOXB7 HOXB8 HOXB9 HOXC10 HOXC11 HOXC4 HOXC5 HOXC6 HOXC8 HOXC9 HOXD1 HOXD10 HOXD12 HOXD13 HOXD3 HOXD4 HOXD8 HOXD9 HSD17B1 HYAL1 HYAL2 HYAL3 IFITM5 IFT140 IFT172 IFT25 IFT80 IGF1 IHH IL17F INHA INPPL1 INSIG1 INSIG2 IRX5 ITGB6 ITGB8 JAG2 KAT2A KDR KIAA1217 LAMA5 LARGE1 LECT2 LEP LEPR LHX1 LILRB1 LIPA LNPK LOX LOXL2 LRP5 LRRC17 LRRK1 LTBP3 LTF MAF MAP2K6 MAPK11 MAPK14 MAPK3 MATN1 MATN3 MBOAT2 MBTD1 MBTPS2 MCPH1 MDFI MDK MED12 MEF2C MEF2D MEGF8 MEPE MEX3C MGP MIGA2 MIR21 MKKS MKS1 MMP13 MMP14 MMP16 MMP2 MMP9 MSX1 MSX2 MTHFD1 MTHFD1L MUSTN1 MYF5 MYOC NAB1 NAB2 NCAN NDST1 NEUROG1 NFATC2 NFIA NFIB NIPBL NKX3-2 NLE1 NODAL NOG NOTCH2 NOTUM NPPC NPR2 NPR3 NSD2 OGN OPTC OSR1 OSR2 OSTN OTOR P2RX7 P3H1 PAFAH1B1 PAPPA2 PAPSS1 PAPSS2 PAX1 PAX5 PBX1 PBXIP1 PCGF2 PCSK5 PDGFC PDGFRA PEX7 PHEX PHOSPHO1 PITX1 PITX2 PKD1 PKDCC PLEKHA1 PLS3 PLXNB1 PPARGC1B PPIB PRDX1 PRELP PRKG2 PRKRA PRPSAP2 PRRX1 PSEN1 PTGER4 PTH PTH1R PTHLH PTPN11 PTPRC PUM2 RAB23 RAB33B RAI1 RANBP3L RARA RARB RARG RASSF2 RB1 RBP4 RDH10 RFLNA RFLNB RGN RHOA RIPPLY2 RPL13 RPL38 RPS6KA3 RSPO2 RUNX1 RUNX2 RUNX3 RYK RYR1 SATB2 SBDS SCIN SCX SEMA4D SERP1 SERPINH1 SETD2 SFRP1 SFRP2 SFRP4 SGPL1 SH3PXD2B SHH SHOX SHOX2 SIGLEC15 SIX1 SIX2 SIX4 SKI SLC10A7 SLC26A2 SLC2A10 SLC38A10 SLC39A1 SLC39A14 SLC39A3 SLC9B2 SMAD1 SMAD2 SMAD3 SMAD5 SMAD7 SMPD3 SNAI1 SNAI2 SNORC SNX10 SNX19 SOX11 SOX5 SOX6 SOX9 SP3 SP5 SPEF2 SPNS2 SPP2 SRC SRD5A1 SRD5A2 SRF STC1 SULF1 SULF2 TAPT1 TBX1 TBX15 TBX3 TBX4 TCF15 TCOF1 TEAD4 TEK TFAP2A TGFB1 TGFB2 TGFB3 TGFBI TGFBR1 TGFBR2 TGM2 THBS3 THRA TIFAB TIMP1 TIPARP TLE5 TLL1 TMEM107 TMEM119 TMEM38B TNFRSF11B TNFSF11 TNN TP53 TP63 TRAPPC2 TRIM45 TRIP11 TRPS1 TRPV4 TSKU TTC9 TULP3 TWIST1 TWSG1 TYMS TYROBP UCMA UFD1 UNCX USP1 VCAN VDR VKORC1 WDR19 WDR48 WDR5 WFIKKN1 WFIKKN2 WNT1 WNT10B WNT11 WNT2B WNT5A WNT5B WNT7A WNT7B WNT9A WNT9B WWOX XYLT1 ZBTB16 ZEB1 ZFAND5 ZIC3 ZMPSTE24 ZNF219 GOBP_SKELETAL_SYSTEM_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SKELETAL_SYSTEM_MORPHOGENESIS ACP5 ACTN3 ACVR2B ALPL ALX1 ALX3 ALX4 ANKRD11 ANXA6 ARID5B ATF2 ATG9A ATG9B AXIN2 BARX2 BMI1 BMP1 BMP4 BMP6 BMP7 BMPR1B BMPR2 BPNT2 CBS CCN2 CDX1 CER1 CHAD CHST11 CHSY1 CITED2 COL11A1 COL13A1 COL1A1 COL27A1 COL2A1 COL3A1 COMP CSGALNACT1 CSRNP1 CTNNB1 CYP26B1 DCANP1 DHRS3 DLG1 DLX2 DLX5 DSCAML1 DYNC2I1 EIF4A3 ENSG00000274276 EXT1 EXT2 EYA1 FBN2 FGF18 FGF4 FGF6 FGF8 FGFR1 FGFR2 FGFR3 FGR FLVCR1 FMN1 FOSL2 FOXC1 FOXC2 FOXN3 FREM1 FUZ GHR GLG1 GLI3 GREM1 GRHL2 GSC HAS2 HHIP HOXA1 HOXA11 HOXA2 HOXA3 HOXA4 HOXA5 HOXA7 HOXA9 HOXB1 HOXB2 HOXB3 HOXB4 HOXB5 HOXB6 HOXB7 HOXB8 HOXB9 HOXC11 HOXC4 HOXC8 HOXC9 HOXD10 HOXD3 HOXD4 HOXD8 HOXD9 HYAL1 HYAL2 IFITM5 IFT140 IFT80 IHH INPPL1 INSIG1 INSIG2 IRX5 LAMA5 LHX1 LRP5 LTBP3 LTF MAPK14 MATN1 MDFI MED12 MEF2C MEF2D MEGF8 MGP MMP13 MMP14 MMP16 MMP2 MSX1 MSX2 MTHFD1 MTHFD1L MYF5 NAB1 NAB2 NDST1 NEUROG1 NIPBL NKX3-2 NLE1 NODAL NOG NPPC NPR2 OSR1 OSR2 OTOR P2RX7 PAPPA2 PAX5 PCGF2 PDGFRA PEX7 PHOSPHO1 PKD1 PLEKHA1 PPARGC1B PRKRA PRRX1 PSEN1 RAB23 RAB33B RARA RARB RARG RDH10 RFLNA RFLNB RIPPLY2 RUNX2 RYK SATB2 SCX SERPINH1 SETD2 SFRP1 SFRP4 SGPL1 SHOX2 SIX1 SIX2 SIX4 SKI SLC39A1 SLC39A3 SMAD2 SMAD3 SMPD3 SOX11 SOX5 SOX6 SOX9 SP5 SPEF2 STC1 TBX1 TBX15 TBX4 TCF15 TEK TFAP2A TGFB3 TGFBR1 TGFBR2 THBS3 THRA TIFAB TIPARP TMEM107 TMEM119 TRIP11 TRPV4 TSKU TULP3 TWIST1 UNCX WDR19 WDR48 WNT10B WNT7A WNT9B WWOX ZEB1 ZFAND5 ZMPSTE24 GOBP_SKIN_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SKIN_DEVELOPMENT ABCA12 ABCB6 ACER1 ACVR1B ADAM9 ADAMTS2 AHDC1 AKR1C3 ALOX12 ALOX12B ALOX15B ALOXE3 ALX4 ANXA1 AP3B1 APCDD1 AQP3 ARRDC3 ASAH1 ASCL4 ASH1L ASPRV1 ATP7A ATP8A2 BCL11B BCL2 BCR CASP14 CASP3 CD109 CDH3 CDKN1A CDSN CERS3 CFLAR CLDN1 CLDN4 CLIC4 CNFN COL1A1 COL1A2 COL3A1 COL5A1 COL5A2 COL5A3 COMP CSTA CTNNB1 CYP26B1 CYP27B1 CYSRT1 DACT2 DHCR24 DKK1 DKK4 DLL1 DLX3 DNASE1L2 DSG4 DSP EDA EDAR EGFR ELOVL1 EPHA2 ERCC2 EREG ERRFI1 ETV4 EVPL EXPH5 EXT1 EXTL3 EZH2 FA2H FERMT1 FGF10 FGF7 FGFR2 FLG FLG2 FLNB FOSL2 FOXC1 FOXE1 FOXI3 FOXN1 FOXQ1 FRAS1 FST FUZ FZD3 FZD6 GAL GATA6 GBA1 GJB3 GLI2 GORAB GRHL1 GRHL2 GRHL3 HDAC1 HDAC2 HDAC3 HOXA7 HOXC13 HPSE HRNR IFT74 IGFBP5 IL17A IL18 IL1A IL20 INHBA INTU IRF6 ITGA2 ITGA3 ITGA6 ITGB4 ITGB6 IVL JAG1 JUP KAZN KDF1 KLF4 KLK5 KRT1 KRT10 KRT14 KRT16 KRT17 KRT2 KRT25 KRT27 KRT28 KRT3 KRT36 KRT4 KRT5 KRT6A KRT6B KRT6C KRT7 KRT71 KRT72 KRT73 KRT74 KRT75 KRT76 KRT77 KRT78 KRT79 KRT80 KRT81 KRT82 KRT83 KRT84 KRT85 KRT86 KRT9 KRTAP6-1 KRTAP6-2 KRTAP6-3 LAMA5 LATS1 LATS2 LCE1A LCE1B LCE1C LCE1D LCE1E LCE1F LCE2A LCE2B LCE2C LCE2D LCE3A LCE3B LCE3C LCE3D LCE3E LCE4A LCE5A LCE6A LCE7A LDB1 LDB2 LGR4 LGR5 LHX2 LIPK LIPM LIPN LORICRIN LRP4 LSR LTB MACROH2A1 MACROH2A2 MAFB MAP2K1 MED1 MET MIR125B1 MSX2 MYD88 MYSM1 NAGLU NCOA3 NF1 NFKBIZ NGFR NME2 NOM1 NOTCH1 NSDHL NSUN2 NUMA1 OPN3 OVOL1 OVOL2 PALLD PAX6 PDGFA PIAS4 PIP5K1A PKD1 PLA2G10 PLAAT4 PLEC POU2F3 POU3F1 PPHLN1 PPL PPP3CA PRKCH PSEN1 PTCH2 PTGES3 PUM2 RBPJ REG3A REG3G RELA ROCK1 ROCK2 RYR1 S100A7 SAV1 SCEL SFN SGPP1 SHARPIN SHH SLC27A4 SLC2A10 SLC39A2 SLC39A7 SLITRK5 SMAD4 SMO SNAI1 SOS1 SOSTDC1 SOX18 SOX21 SOX9 SPINK5 SPRR1A SPRR1B SPRR2B SPRR2D SPRR2E SPRR2F SPRR2G SPRR3 SPRR4 SRF SRSF6 ST14 STK4 STMN1 SUFU TCHH TFAP2B TGFB2 TGM1 TGM3 TMEM79 TMPRSS11F TNF TNFRSF19 TP63 TRADD TRAF3IP2 TRIM16 TRPC4AP TSG101 TXNIP UGCG VDR VPS33B WDR48 WNT10A WNT10B WNT16 WNT5A YAP1 ZBED2 ZDHHC21 ZFP36 ZFP36L1 ZMPSTE24 GOBP_SKIN_EPIDERMIS_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SKIN_EPIDERMIS_DEVELOPMENT ABCA12 ACVR1B ALOX12 ALOX12B ALOXE3 ALX4 AP3B1 APCDD1 ATP7A BCL2 CD109 CDH3 CLDN1 CLDN4 CTNNB1 CYP26B1 CYSRT1 DKK1 DKK4 DLL1 DLX3 DNASE1L2 DSG4 EDA EDAR EGFR ELOVL1 ERCC2 EXT1 FA2H FERMT1 FGF10 FGF7 FGFR2 FLG FLG2 FOXE1 FOXI3 FOXN1 FOXQ1 FST FUZ FZD3 FZD6 GAL GATA6 GBA1 GLI2 GORAB GRHL1 GRHL3 HDAC1 HDAC2 HDAC3 HOXC13 HPSE HRNR IGFBP5 IL18 INHBA INTU KDF1 KLF4 KRT1 KRT16 KRT17 KRT25 KRT27 KRT28 KRT71 KRT84 LAMA5 LDB1 LDB2 LGR4 LGR5 LHX2 LRP4 LSR MET MSX2 MYSM1 NAGLU NF1 NFKBIZ NGFR NOM1 NOTCH1 NSDHL NSUN2 NUMA1 PDGFA PIAS4 PLA2G10 PLEC PUM2 RBPJ RELA SAV1 SFN SHH SLC39A7 SMAD4 SMO SNAI1 SOS1 SOSTDC1 SOX18 SOX21 SOX9 SPINK5 SRF STMN1 TGFB2 TGM3 TMEM79 TMPRSS11F TNF TNFRSF19 TP63 TRADD TRPC4AP UGCG WNT10A WNT10B WNT5A ZDHHC21 ZMPSTE24 GOBP_SKIN_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SKIN_MORPHOGENESIS ABCA12 AHDC1 CDSN COL1A1 COL1A2 ERRFI1 ITGA2 ITGA6 ITGB4 PSEN1 SRF TP63 VPS33B GOBP_SLEEP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SLEEP ADORA1 ADORA2A ADRB1 BTBD9 CACNA1I CHRNB2 CRH CSF2 DRD2 FXR1 GHRH GHRL GRIN2A HCRT IL18 KCNA2 MRGPRX2 MTNR1B PARP1 PER3 PTGDR PTGDS GOBP_SMAD_PROTEIN_SIGNAL_TRANSDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SMAD_PROTEIN_SIGNAL_TRANSDUCTION ABTB3 ACVR1 AFP AMH ATOH8 BMP10 BMP2 BMP4 BMP5 BMP6 BMP7 BMPER BMPR1A BMPR2 CCN3 CILP CITED1 DAB2 EID2 FAM89B FOS GDF11 GDF15 GDF5 GDF6 GDF7 HEXA HIPK2 HNF4A INHBA ITGB6 JAK2 JUN KIAA0319 LDLRAD4 LNPEP LRP1 MAGI2 MIR130A MIR140 MIR146A MIR195 MIR205 MIR23A MIR26B MIR27A MIR885 NCEH1 NODAL NUP93 OVOL2 PARP1 PBLD PMEPA1 PML PPARG RBM14 RBPMS RUNX2 SH2B1 SKI SMAD1 SMAD2 SMAD3 SMAD4 SMAD5 SMAD6 SMAD7 SMAD9 SPTBN1 SUB1 TBX20 TF TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TOB1 UCMA VEPH1 VIM WWTR1 ZMIZ1 ZMIZ2 GOBP_SMALL_GTPASE_MEDIATED_SIGNAL_TRANSDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SMALL_GTPASE_MEDIATED_SIGNAL_TRANSDUCTION ABCA1 ABI2 ABL1 ABL2 ABR ABRA ADCYAP1R1 ADGRG1 ADRA2A AGTR1 AIF1 AKAP13 ALS2 AMOT APOA1 APOC3 APOE ARAP1 ARF6 ARFGAP1 ARFGEF1 ARFGEF2 ARFGEF3 ARFIP2 ARHGAP1 ARHGAP10 ARHGAP11A ARHGAP11B ARHGAP12 ARHGAP15 ARHGAP17 ARHGAP18 ARHGAP19 ARHGAP20 ARHGAP21 ARHGAP22 ARHGAP23 ARHGAP24 ARHGAP25 ARHGAP26 ARHGAP27 ARHGAP28 ARHGAP29 ARHGAP30 ARHGAP31 ARHGAP32 ARHGAP33 ARHGAP35 ARHGAP39 ARHGAP4 ARHGAP40 ARHGAP42 ARHGAP44 ARHGAP45 ARHGAP5 ARHGAP6 ARHGAP8 ARHGAP9 ARHGDIA ARHGDIB ARHGDIG ARHGEF1 ARHGEF10 ARHGEF10L ARHGEF11 ARHGEF12 ARHGEF15 ARHGEF17 ARHGEF18 ARHGEF19 ARHGEF2 ARHGEF25 ARHGEF28 ARHGEF3 ARHGEF4 ARHGEF40 ARHGEF5 ARHGEF9 ARL3 ARRB1 AUTS2 BCAR3 BCL6 BCR BRAP BRK1 C15orf62 CADM4 CBL CCDC125 CCDC88A CCDC88C CCNA2 CD2AP CDC42 CDC42EP1 CDC42EP2 CDC42EP3 CDC42EP4 CDC42EP5 CDC42SE1 CDC42SE2 CDH13 CDK2 CDKN1A CDKN2A CDON CELSR1 CFL1 CGNL1 CHM CHML CHN1 CHN2 CHP1 CHUK COL1A2 COL3A1 CRK CRKL CSF1 CTNNAL1 CUL3 CYFIP1 CYRIB CYTH1 CYTH2 CYTH3 CYTH4 DAB1 DAB2IP DBNL DEF6 DENND1A DENND3 DENND4A DENND4B DENND4C DHCR24 DIRAS3 DLC1 DNAJA3 DNMBP DOCK1 DOCK10 DOCK11 DOCK2 DOCK3 DOCK4 DOCK5 DOCK6 DOCK7 DOCK8 DOCK9 DOK1 DOK2 DOK3 DOK4 DOK5 DOK6 ECT2 ELMO1 EPHB2 EPO EPS8 EPS8L1 EPS8L2 EPS8L3 ERAS F11R F2R F2RL1 F2RL2 F2RL3 FAM13A FAM13B FARP2 FBP1 FBXO8 FGD1 FGD2 FGD3 FGD4 FGD5 FGF10 FGF2 FLCN FLOT1 FOXM1 FRMD7 G3BP1 G3BP2 GABARAP GARNL3 GARRE1 GBF1 GDI1 GDI2 GIT1 GIT2 GMIP GNA12 GNA13 GNB1 GPR17 GPR174 GPR18 GPR199P GPR20 GPR35 GPR4 GPR55 GPR65 GPSM2 GRAP GRAP2 GRB2 HACD3 HACE1 HEG1 HRAS IGF1 IQGAP3 IQSEC1 IQSEC2 IQSEC3 ITGA3 ITGAV ITGB1 ITPKB ITSN1 KALRN KANK1 KANK2 KBTBD6 KBTBD7 KCTD10 KCTD13 KIF14 KITLG KNDC1 KPNB1 KRAS KRIT1 KSR1 KSR2 LAT LIMK1 LIPA LPAR1 LPAR2 LPAR4 LPAR6 LZTR1 MADD MAP4K4 MAPKAP1 MAPKAPK5 MAPRE2 MCF2 MCF2L MET MFN2 MMD2 MRAS MYO9A MYO9B MYOC NCKAP1 NET1 NF1 NGEF NGF NGFR NISCH NKIRAS1 NKIRAS2 NOTCH1 NOTCH2 NRAS NRP1 NTN1 NTRK1 NUCB1 NUCB2 NUP62 OBSCN OGT OPHN1 P2RY10 P2RY8 PARK7 PDCD10 PDPN PHACTR4 PIK3CB PIK3CG PLCE1 PLD1 PLD2 PLEKHG1 PLEKHG3 PLEKHG4 PLEKHG4B PLEKHG5 PLEKHG6 PLEKHG7 PLK2 PPP2CB PRAG1 PREX1 PREX2 PSD PSD2 PSD3 PSD4 PTH RAB12 RAB15 RAB18 RAB21 RAB30 RAB33A RAB33B RAB35 RAB38 RAB39A RAB39B RAB4A RAB4B RAB6C RAB9A RAB9B RABGEF1 RABIF RABL3 RAC1 RAC2 RAC3 RACGAP1 RAF1 RALA RALB RALBP1 RALGAPA1 RALGAPA2 RALGAPB RALGDS RALGPS1 RALGPS2 RANGRF RAP1A RAP1B RAP1BL RAP1GAP RAP1GAP2 RAP2A RAP2B RAP2C RAPGEF1 RAPGEF2 RAPGEF3 RAPGEF4 RAPGEF5 RAPGEF6 RAPGEFL1 RASA2 RASA3 RASA4 RASA4B RASAL1 RASAL3 RASGEF1A RASGEF1B RASGEF1C RASGRF1 RASGRF2 RASGRP1 RASGRP2 RASGRP3 RASGRP4 RASIP1 RASL10A RASSF1 RB1 RDX RELN RERG RFXANK RGL1 RGL2 RGL3 RGL4 RGS19 RHEB RHEBL1 RHOA RHOB RHOBTB1 RHOBTB2 RHOC RHOD RHOF RHOG RHOH RHOJ RHOQ RHOT1 RHOT2 RHOU RHOV RIN2 RIPOR1 RIPOR2 RIT1 RIT2 RND1 RND2 RND3 ROBO1 ROCK1 ROCK2 ROPN1B RRAD RRAGC RRAS RRAS2 RTKN RTN4R RUFY1 RUNDC3A SCAI SDCBP SGSM3 SH2B2 SH2D3A SH2D3C SH3BP1 SHOC2 SHTN1 SIAH2 SIPA1 SIPA1L1 SIPA1L2 SIPA1L3 SLIT2 SOS1 SOS2 SPATA13 SPRY1 SPRY2 SPRY3 SPRY4 SQSTM1 SRC SRGAP2 SRGAP3 SSX2IP STAMBP STARD13 STARD8 STK19 STMN1 STMN3 SWAP70 SYDE1 SYDE2 SYNGAP1 SYNJ2BP SYNPO2L TAGAP TAX1BP3 TGFB2 TGM2 TIAM1 TIAM2 TNFAIP1 TNK2 TP53 TRIM67 TRIO TSC2 USO1 USP50 USP8 VAV1 VAV2 VAV3 WAS WASF1 WASF2 YWHAQ GOBP_SMALL_MOLECULE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SMALL_MOLECULE_BIOSYNTHETIC_PROCESS AACS AASDHPPT AASS ABAT ABCA2 ABCB11 ABCD1 ABCD2 ABCD3 ABCG1 ABCG4 ABHD1 ABHD2 ABHD3 ACAA2 ACACA ACACB ACADL ACADM ACADVL ACER1 ACER2 ACER3 ACLY ACMSD ACOT4 ACOT7 ACOT8 ACOX2 ACSBG1 ACSBG2 ACSF3 ACSM1 ACSM2A ACSM2B ACSM3 ACSM4 ACSM5 ACSM6 ACSS1 ACSS2 ACSS3 ADA ADA2 ADAL ADCYAP1R1 ADI1 ADIPOQ ADK ADM AGXT AGXT2 AKR1A1 AKR1B1 AKR1C3 AKR1C4 AKR1D1 ALDH18A1 ALDH1A1 ALDH1A2 ALDH1A3 ALDH8A1 ALDOB ALDOC ALOX12 ALOX12B ALOX15 ALOX15B ALOX5 ALOX5AP ALOXE3 AMACR ANXA1 APIP APOA1 APOA4 APOA5 APOB APOC1 APOC2 APOC3 APOE APRT AQP8 ARPP19 ARV1 ASAH1 ASAH2 ASL ASNS ASNSD1 ASS1 ATF3 ATF4 ATP2B4 AVP AVPR1A AVPR1B BAAT BCAT1 BCAT2 BCO1 BGLAP BHMT BHMT2 BMP2 BMP5 BMP6 BRCA1 C1QTNF12 C1QTNF3 C9orf64 CACNA1H CAD CARNS1 CASP1 CBR1 CBR4 CBS CD244 CD74 CDO1 CEACAM1 CES1 CFTR CHST12 CHST14 CHST15 CLCN2 CLK2 CLN3 COQ10A COQ10B COQ2 COQ3 COQ4 COQ5 COQ6 COQ7 COQ8A COQ8B COQ9 CPS1 CREB1 CRTC2 CRY1 CSAD CTH CYB5R3 CYP11B1 CYP11B2 CYP19A1 CYP1A1 CYP1A2 CYP27A1 CYP27B1 CYP2C8 CYP2C9 CYP2D6 CYP2E1 CYP2R1 CYP39A1 CYP3A4 CYP46A1 CYP4A11 CYP4A22 CYP4F11 CYP51A1 CYP7A1 CYP7B1 CYP8B1 DAB2 DAGLB DBH DCAF5 DDB1 DECR2 DEGS1 DGKQ DHCR24 DHCR7 DHDDS DHFR DHFR2 DHFRP1 DHRS9 DKK3 DKKL1 DPYD DSE DSEL DTYMK EBP EDN1 EDN2 EGR1 EIF6 ELOVL1 ELOVL2 ELOVL3 ELOVL4 ELOVL5 ELOVL6 ELOVL7 ENO1 ENO2 ENO3 ENOPH1 ENSG00000205794 ENSG00000274276 EP300 ERFE ERLIN1 ERLIN2 FA2H FABP5 FADS1 FADS2 FADS2B FADS3 FADS6 FASN FBP1 FBP2 FDFT1 FDPS FDXR FGF1 FGF19 FGF2 FGFR4 FMO1 FMO3 FOXO1 FSHB G6PC1 G6PC2 G6PC3 G6PD GAD1 GAD2 GAMT GATD1 GATM GBA1 GCG GCH1 GCK GFI1 GGT1 GGT2P GGT3P GGT5 GGT6 GGT7 GGTA1 GGTLC1 GGTLC2 GGTLC3 GIP GLS GLS2 GLUD1 GLUD2 GLUL GNMT GOT1 GOT1L1 GOT2 GPD1 GPER1 GPI GPRC6A GPT GPT2 GPX4 GSTM1 GSTM2 GSTM4 GSTP1 H6PD HAAO HACD1 HACD2 HACD3 HACD4 HAO1 HMGCL HMGCLL1 HMGCR HMGCS1 HMGCS2 HOGA1 HPGDS HPRT1 HRH1 HSD17B1 HSD17B10 HSD17B12 HSD17B3 HSD17B7 HSD17B8 HSD3B7 HTD2 IDI1 IDI2 IDO1 IFNG IL1B ILVBL IMPA1 IMPA2 INS INSIG1 INSIG2 IP6K1 IP6K2 IP6K3 IPMK IPPK ISYNA1 ITPKA ITPKB ITPKC KAT2A KAT2B KDM3A KLHL25 KMO KYNU LBR LDHC LEP LEPR LGSN LHB LHCGR LIAS LIPA LIPC LIPG LPCAT3 LPGAT1 LPL LSS LTA4H LTC4S MALRD1 MAS1 MBTPS1 MBTPS2 MCAT MDH1 MDH2 MECR MGLL MGST2 MGST3 MID1IP1 MIF MIR103A1 MIR107 MIR132 MIR182 MIR185 MIR204 MIR30C1 MIR33A MIR342 MIR548P MIR766 MIR96 MIR98 MLXIPL MLYCD MOXD1 MOXD2P MPO MRI1 MSMO1 MST1 MTAP MTHFD1 MTHFD1L MTHFD2L MTHFR MTR MTRR MVD MVK NAGS NAIP NANP NDUFA9 NDUFAB1 NFKB1 NLN NLRC4 NNMT NOXRED1 NPC1L1 NR1D1 NR1H2 NR1H3 NR1H4 NR3C1 NSDHL NT5E NTSR1 NUS1 OAT OGT OLAH OSBP OSBPL1A OSBPL2 OSBPL3 OSBPL6 OSBPL7 OSBPL9 OTC OXSM P2RY1 P2RY6 PAH PARK7 PC PCBD1 PCBD2 PCK1 PCK2 PDK2 PDK4 PDSS1 PDSS2 PDXK PECR PER2 PFKFB1 PGAM1 PGAM2 PGD PGK1 PGK2 PGM1 PGM2 PGP PHGDH PIBF1 PKLR PLA2G10 PLA2G1B PLA2G2C PLA2G3 PLA2G4A PLA2G4F PLA2G5 PLCG2 PLEK PLOD2 PLOD3 PLP1 PLPP6 PLTP PMVK PNP PNPLA8 PNPO PPARA PPARGC1A PPIP5K1 PPIP5K2 PPP4R3B PPTC7 PRG3 PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKACA PRKAG1 PRKAG2 PRKAG3 PRKG1 PRMT3 PROX1 PRPS1 PRTFDC1 PRXL2B PSAT1 PSPH PTAFR PTGDS PTGES PTGES2 PTGES3 PTGIS PTGS1 PTGS2 PTH PTH1R PTK2B PTPN2 PTS PYCARD PYCR1 PYCR2 PYCR3 QDPR QKI RANBP2 RBP1 RBP4 RDH10 REST RFK RGN SC5D SCAP SCD SCD5 SCP2 SDHAF3 SDS SDSL SEC14L2 SELENOS SEPHS1 SEPHS2 SERINC3 SERINC5 SERPINA12 SESN2 SHMT1 SHMT2 SIK1 SIRT1 SIRT2 SIRT5 SIRT6 SIRT7 SLC19A2 SLC19A3 SLC1A3 SLC25A1 SLC25A10 SLC25A11 SLC25A12 SLC25A13 SLC25A19 SLC27A2 SLC27A5 SLC35B4 SLC37A4 SLC38A1 SLC39A14 SLC45A3 SNAI1 SNAI2 SNCA SOD1 SOGA1 SORD SPHK1 SPHK2 SPR SPTLC1 SPTLC2 SPTLC3 SPTSSA SPTSSB SRD5A2 SRD5A3 SREBF1 SREBF2 SRR STAR STARD3 STARD4 STK11 SUCLA2 SYK TBXAS1 TCF7L2 TECR TECRL THNSL2 THTPA TK1 TK2 TM7SF2 TNF TPI1 TPK1 TRIB3 UBIAD1 UBR4 UCKL1 UGDH UPB1 UROS USP7 UST WDR5 WDTC1 WNT4 XBP1 ZNF692 GOBP_SMALL_MOLECULE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SMALL_MOLECULE_CATABOLIC_PROCESS AADAT AASDHPPT AASS ABAT ABCB11 ABCD1 ABCD2 ABCD3 ABCD4 ABHD1 ABHD2 ABHD3 ACAA1 ACAA2 ACACB ACAD10 ACAD11 ACAD8 ACADL ACADM ACADS ACADSB ACADVL ACAT1 ACAT2 ACMSD ACOT4 ACOT8 ACOX1 ACOX2 ACOX3 ACOXL ACSF3 ACTN3 ADA ADA2 ADAL ADCY10 ADH4 ADH5 ADHFE1 ADIPOQ ADTRP AFMID AGXT AGXT2 AICDA AIG1 AKR1A1 AKR1B10 AKR1C3 AKR1D1 AKT1 AKT2 ALDH1B1 ALDH1L1 ALDH1L2 ALDH2 ALDH3B1 ALDH3B2 ALDH4A1 ALDH5A1 ALDH6A1 ALDH8A1 ALDOB AMACR AMDHD1 AMDHD2 AMT APOBEC1 APOBEC2 APOBEC3A APOBEC3B APOBEC3C APOBEC3D APOBEC3F APOBEC3G APOBEC3H APOE ARG1 ARG2 ARHGAP11B ASPA ASRGL1 ATP2B4 AUH BAD BCAT2 BCKDHA BCKDHB BCKDK BDH2 BLMH CARNMT1 CARNS1 CBS CDA CDADC1 CDO1 CNR1 CPT1A CPT1B CPT1C CPT2 CRAT CROT CRYL1 CRYM CSAD CYP1A1 CYP24A1 CYP26A1 CYP26B1 CYP26C1 CYP27A1 CYP27B1 CYP2W1 CYP39A1 CYP3A4 CYP46A1 CYP4A11 CYP4F11 CYP4F12 CYP4F2 CYP4F3 CYP7A1 DAO DBT DCXR DDAH1 DDAH2 DDO DECR1 DECR2 DERA DHDH DLD DLST DPEP1 DPEP2 DPYD ECH1 ECHDC1 ECHDC2 ECHS1 ECI1 ECI2 EHHADH ENO1 ENO2 ENO3 ENOSF1 ENPP4 ENSG00000274276 ENTPD4 ENTPD7 ESD ETFA ETFB ETFBKMT ETFDH FAAH FABP1 FAH FGF23 FMO1 FOXK1 FOXK2 FTCD FUT1 FUT10 FUT2 FUT4 FUT5 FUT6 FUT7 FUT8 FUT9 GAD1 GAD2 GALE GALK1 GALM GALT GATD1 GCAT GCDH GCK GCSH GDA GK GK2 GK5 GLB1 GLDC GLS GLS2 GLUD1 GLUD2 GLUL GLYATL2 GLYCTK GNPDA1 GNPDA2 GOT1 GOT2 GPD2 GPT GPT2 GSK3A GSTZ1 HAAO HACL1 HADH HADHA HADHB HAGH HAL HAO1 HAO2 HDC HEXA HEXB HGD HIBADH HIBCH HK1 HK2 HK3 HMGCL HMGCLL1 HNMT HOGA1 HPD HSD17B10 HSD17B4 HSD17B6 HYKK IDNK IDO1 IDO2 IDS IDUA IL4I1 ILVBL IRS1 IRS2 IVD KMO KYAT1 KYAT3 KYNU LDHC LDHD LEP LONP2 LPIN1 LPIN2 LPIN3 LRP5 MAT1A MCAT MCCC1 MCCC2 MCEE MFSD2A MGAT1 MIOX MIR21 MIR210 MLYCD MPST MTAP MTHFS MTLN MTRR NAGK NOS1 NOS2 NOS3 NPL NQO2 NTSR1 NUDT1 NUDT19 NUDT3 NUDT5 NUDT7 NUDT8 OAT OTC OXCT1 OXCT2 PAH PARK7 PCCA PCCB PCK1 PCK2 PDXP PEX13 PEX2 PEX5 PEX7 PFKFB2 PFKL PFKM PFKP PGAM1 PGAM2 PGD PGK1 PGK2 PHYH PIPOX PKM PLA2G15 PLIN5 PM20D2 PNKD PNP PON1 PON3 PPARA PPARD PRODH PRODH2 QDPR QPRT RBKS RENBP RIDA SARDH SCARB1 SCARF1 SCLY SCP2 SDS SDSL SESN2 SHMT1 SHMT2 SLC16A1 SLC16A3 SLC25A17 SLC25A21 SLC25A44 SLC27A2 SLC27A4 SNX17 SORD SRD5A3 SULT1A1 SULT1A2 SULT1A3 SULT1A4 SULT1B1 SULT1C4 SULT1E1 SULT2A1 TAT TDO2 THNSL2 TIGAR TKFC TKTL1 TP53 TPI1 TST TWIST1 TYSND1 UPB1 UPP1 UPP2 URAD UROC1 XDH XYLB GOBP_SMALL_MOLECULE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SMALL_MOLECULE_METABOLIC_PROCESS AACS AADAT AARS1 AARS2 AARSD1 AASDH AASDHPPT AASS ABAT ABCA1 ABCA2 ABCA5 ABCB11 ABCC1 ABCC10 ABCC6 ABCD1 ABCD2 ABCD3 ABCD4 ABCG1 ABCG2 ABCG4 ABHD1 ABHD10 ABHD12 ABHD14B ABHD2 ABHD3 ABHD5 ABHD6 ACAA1 ACAA2 ACACA ACACB ACAD10 ACAD11 ACAD8 ACAD9 ACADL ACADM ACADS ACADSB ACADVL ACAT1 ACAT2 ACBD4 ACBD5 ACBD7 ACCS ACCSL ACER1 ACER2 ACER3 ACLY ACMSD ACO1 ACO2 ACOT1 ACOT11 ACOT12 ACOT2 ACOT4 ACOT6 ACOT7 ACOT8 ACOT9 ACOX1 ACOX2 ACOX3 ACOXL ACP3 ACSBG1 ACSBG2 ACSF2 ACSF3 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 ACSM1 ACSM2A ACSM2B ACSM3 ACSM4 ACSM5 ACSM6 ACSS1 ACSS2 ACSS3 ACTN3 ACY1 ADA ADA2 ADAL ADCY1 ADCY10 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ADCYAP1R1 ADH1A ADH1B ADH1C ADH4 ADH5 ADH6 ADH7 ADHFE1 ADI1 ADIPOQ ADIPOR1 ADIPOR2 ADK ADM ADPGK ADSL ADSS1 ADSS2 ADTRP AFMID AFP AGMAT AGMO AGPS AGXT AGXT2 AHCY AHCYL1 AHCYL2 AICDA AIFM2 AIG1 AK1 AK2 AK3 AK4 AK5 AK6 AK7 AK8 AK9 AKR1A1 AKR1B1 AKR1B10 AKR1B15 AKR1C1 AKR1C2 AKR1C3 AKR1C4 AKR1D1 AKR7A2 AKT1 AKT2 ALDH18A1 ALDH1A1 ALDH1A2 ALDH1A3 ALDH1B1 ALDH1L1 ALDH1L2 ALDH2 ALDH3A2 ALDH3B1 ALDH3B2 ALDH4A1 ALDH5A1 ALDH6A1 ALDH8A1 ALDOA ALDOB ALDOC ALG1 ALG10 ALG10B ALG12 ALG13 ALG14 ALG2 ALG3 ALG6 ALG8 ALG9 ALKBH7 ALOX12 ALOX12B ALOX15 ALOX15B ALOX5 ALOX5AP ALOXE3 ALPL AMACR AMDHD1 AMDHD2 AMN AMPD1 AMPD2 AMPD3 AMT ANGPTL3 ANKH ANKRD23 ANTKMT ANXA1 AOAH APIP APOA1 APOA2 APOA4 APOA5 APOB APOBEC1 APOBEC2 APOBEC3A APOBEC3B APOBEC3C APOBEC3D APOBEC3F APOBEC3G APOBEC3H APOBR APOC1 APOC2 APOC3 APOD APOE APOF APOL1 APOL2 APP APPL2 APRT AQP8 ARG1 ARG2 ARHGAP11B ARL2 ARNT ARPP19 ART4 ARV1 AS3MT ASAH1 ASAH2 ASL ASMTL ASNS ASNSD1 ASPA ASPDH ASPG ASRGL1 ASS1 ATCAY ATF3 ATF4 ATIC ATP1A2 ATP1B1 ATP2B4 ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5F1EP2 ATP5IF1 ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5MGL ATP5MJ ATP5MK ATP5PB ATP5PD ATP5PF ATP5PO ATP6V0C ATP6V1A ATP6V1B1 ATP6V1B2 ATP7A ATP8B1 ATPSCKMT AUH AVP AVPR1A AVPR1B AWAT1 AWAT2 AZIN1 AZIN2 B3GLCT B4GALNT2 B4GALT1 BAAT BAD BCAT1 BCAT2 BCKDHA BCKDHB BCKDK BCO1 BCO2 BDH2 BEND3 BGLAP BHMT BHMT2 BLMH BMP2 BMP5 BMP6 BPGM BPHL BPNT1 BRAT1 BRCA1 BRS3 BTD C1QTNF1 C1QTNF12 C1QTNF3 C3 C9orf64 CA1 CA10 CA11 CA12 CA13 CA14 CA2 CA3 CA4 CA5A CA5B CA5BP1 CA6 CA7 CA8 CA9 CACNA1H CACNB4 CAD CARD11 CARMIL1 CARNMT1 CARNS1 CARS1 CARS2 CASK CASP1 CAT CAV1 CBFA2T3 CBR1 CBR4 CBS CD244 CD320 CD36 CD38 CD74 CDA CDADC1 CDO1 CEACAM1 CEBPA CEL CES1 CES2 CETP CFTR CH25H CHPT1 CHST1 CHST12 CHST14 CHST15 CLCN2 CLK2 CLN3 CLN6 CLN8 CLPX CLYBL CMAHP CMAS CMPK1 CMPK2 CNP CNR1 COASY COQ10A COQ10B COQ2 COQ3 COQ4 COQ5 COQ6 COQ7 COQ8A COQ8B COQ9 COX11 CPA1 CPS1 CPT1A CPT1B CPT1C CPT2 CRABP2 CRAT CREB1 CRMP1 CROT CRTC2 CRY1 CRYL1 CRYM CRYZL1 CS CSAD CSGALNACT1 CTH CTNS CTPS1 CTPS2 CUBN CYB5R3 CYGB CYP11A1 CYP11B1 CYP11B2 CYP17A1 CYP19A1 CYP1A1 CYP1A2 CYP1B1 CYP24A1 CYP26A1 CYP26B1 CYP26C1 CYP27A1 CYP27B1 CYP27C1 CYP2A13 CYP2A6 CYP2A7 CYP2B6 CYP2C18 CYP2C19 CYP2C8 CYP2C9 CYP2D6 CYP2D7 CYP2E1 CYP2F1 CYP2J2 CYP2R1 CYP2S1 CYP2U1 CYP2W1 CYP39A1 CYP3A4 CYP3A5 CYP3A7 CYP46A1 CYP4A11 CYP4A22 CYP4B1 CYP4F11 CYP4F12 CYP4F2 CYP4F22 CYP4F3 CYP4F8 CYP4V2 CYP4Z1 CYP51A1 CYP7A1 CYP7B1 CYP8B1 D2HGDH DAB2 DAGLA DAGLB DALRD3 DAO DARS1 DARS2 DBH DBI DBT DCAF5 DCAKD DCK DCT DCTD DCTPP1 DCXR DDAH1 DDAH2 DDB1 DDC DDIT4 DDO DECR1 DECR2 DEGS1 DEGS2 DERA DGAT1 DGAT2 DGKQ DGLUCY DGUOK DHCR24 DHCR7 DHDDS DHDH DHFR DHFR2 DHFRP1 DHODH DHRS3 DHRS4 DHRS7 DHRS7B DHRS9 DHTKD1 DIO1 DIP2A DISP3 DKK3 DKKL1 DLAT DLD DLG1 DLG2 DLST DMAC2L DNAJC30 DNM1L DNPH1 DOLK DOLPP1 DPAGT1 DPEP1 DPEP2 DPM1 DPM2 DPM3 DPYD DPYS DPYSL2 DPYSL3 DPYSL4 DPYSL5 DSE DSEL DTYMK DUSP12 DUT DYRK2 EARS2 EBP ECH1 ECHDC1 ECHDC2 ECHDC3 ECHS1 ECI1 ECI2 EDN1 EDN2 EDNRB EFL1 EGR1 EHHADH EIF6 ELOVL1 ELOVL2 ELOVL3 ELOVL4 ELOVL5 ELOVL6 ELOVL7 ENO1 ENO2 ENO3 ENO4 ENOPH1 ENOSF1 ENPP1 ENPP3 ENPP4 ENSG00000205794 ENSG00000274276 ENSG00000276759 ENSG00000290147 ENTPD1 ENTPD2 ENTPD3 ENTPD4 ENTPD5 ENTPD6 ENTPD7 ENTPD8 EP300 EPHA2 EPHX1 EPHX2 EPHX3 EPM2AIP1 EPRS1 ERFE ERH ERLIN1 ERLIN2 ESD ETFA ETFB ETFBKMT ETFDH EXTL2 FA2H FAAH FAAH2 FABP1 FABP2 FABP3 FABP5 FADS1 FADS2 FADS2B FADS3 FADS6 FAH FAHD1 FAR1 FAR2 FARS2 FARSA FARSB FASN FBP1 FBP2 FCSK FDFT1 FDPS FDX1 FDXR FECH FGF1 FGF19 FGF2 FGF23 FGFR4 FGGY FH FHIT FIGNL1 FIS1 FITM2 FLAD1 FLCN FMO1 FMO2 FMO3 FMO4 FMO5 FN3K FOLR1 FOXA2 FOXK1 FOXK2 FOXO1 FPGS FPGT FSHB FTCD FUCA1 FUCA2 FUOM FUT1 FUT10 FUT2 FUT4 FUT5 FUT6 FUT7 FUT8 FUT9 G6PC1 G6PC2 G6PC3 G6PD GAA GAD1 GAD2 GADL1 GAL3ST3 GALE GALK1 GALK2 GALM GALR2 GALT GAMT GAPDH GAPDHS GARS1 GART GATB GATC GATD1 GATM GBA1 GBA2 GC GCAT GCDH GCG GCH1 GCK GCKR GCLC GCLM GCSH GDA GDE1 GDPD1 GDPD3 GDPGP1 GFI1 GFPT1 GFPT2 GFUS GGCX GGT1 GGT2P GGT3P GGT5 GGT6 GGT7 GGTA1 GGTLC1 GGTLC2 GGTLC3 GHR GHRL GHSR GIMAP7 GIP GIT1 GK GK2 GK5 GLB1 GLDC GLO1 GLRX GLS GLS2 GLUD1 GLUD2 GLUL GLYAT GLYATL1 GLYATL1B GLYATL2 GLYCTK GMDS GMPPB GMPR GMPR2 GMPS GNAI3 GNB3 GNE GNMT GNPAT GNPDA1 GNPDA2 GNPNAT1 GOT1 GOT1L1 GOT2 GPAM GPAT2 GPAT4 GPD1 GPD1L GPD2 GPER1 GPI GPLD1 GPRC6A GPT GPT2 GPX1 GPX4 GRHPR GSK3A GSS GSTA1 GSTM1 GSTM2 GSTM4 GSTO1 GSTO2 GSTP1 GSTZ1 GTPBP1 GUCA1A GUCA1B GUCY1A1 GUCY1A2 GUCY1B1 GUCY2C GUCY2D GUCY2F GUK1 H19 H6PD HAAO HACD1 HACD2 HACD3 HACD4 HACL1 HADH HADHA HADHB HAGH HAL HAO1 HAO2 HARS1 HARS2 HDAC4 HDC HDLBP HECTD4 HEXA HEXB HGD HIBADH HIBCH HIF1A HINT1 HK1 HK2 HK3 HKDC1 HLCS HMGCL HMGCLL1 HMGCR HMGCS1 HMGCS2 HNF4A HNMT HOGA1 HPD HPDL HPGD HPGDS HPRT1 HRH1 HSD11B2 HSD17B1 HSD17B10 HSD17B12 HSD17B3 HSD17B4 HSD17B6 HSD17B7 HSD17B8 HSD3B7 HSPA1A HSPA1B HSPA8 HTD2 HTR2A HYI HYKK IARS1 IARS2 ICMT IDH1 IDH2 IDH3A IDH3B IDH3G IDI1 IDI2 IDNK IDO1 IDO2 IDS IDUA IER3 IFNG IGF1 IGF2 IGFBP3 IGFBP4 IL1B IL4 IL4I1 ILVBL IMPA1 IMPA2 IMPDH1 IMPDH2 INPP4A INPP4B INPP5A INPP5B INPP5J INPPL1 INS INSIG1 INSIG2 INSR IP6K1 IP6K2 IP6K3 IPMK IPPK IREB2 IRS1 IRS2 ISYNA1 ITPA ITPK1 ITPKA ITPKB ITPKC IVD IYD JMJD8 KARS1 KAT2A KAT2B KBTBD2 KCNAB2 KCNJ11 KCNQ1 KDM1A KDM3A KDSR KHK KIT KLHL25 KMO KYAT1 KYAT3 KYNU L2HGDH LACC1 LARS1 LARS2 LBR LCAT LCMT1 LDHA LDHAL6A LDHAL6B LDHB LDHC LDHD LDLR LDLRAP1 LEP LEPR LGMN LGSN LHB LHCGR LIAS LIMA1 LIPA LIPC LIPE LIPF LIPG LIPT1 LIPT2 LONP2 LPCAT2 LPCAT3 LPGAT1 LPIN1 LPIN2 LPIN3 LPL LPO LRAT LRGUK LRP2 LRP5 LRRC47 LRRK2 LSS LTA4H LTC4S LYPLA1 LYPLA2 MACROD1 MACROD2 MACROH2A1 MAGI3 MALRD1 MAN2A1 MAN2A2 MAN2B1 MAN2B2 MAN2C1 MAPK1 MAPK14 MAPKAPK2 MARS1 MARS2 MAS1 MAT1A MAT2A MAT2B MBD4 MBLAC2 MBTPS1 MBTPS2 MCAT MCCC1 MCCC2 MCEE MDH1 MDH1B MDH2 ME1 ME2 ME3 MECP2 MECR MFN1 MFSD2A MGAT1 MGAT4A MGLL MGST2 MGST3 MID1IP1 MIDN MIF MINPP1 MIOX MIR103A1 MIR107 MIR132 MIR182 MIR185 MIR204 MIR21 MIR210 MIR30C1 MIR33A MIR342 MIR548P MIR675 MIR766 MIR96 MIR98 MLST8 MLXIPL MLYCD MMAA MMAB MMACHC MMADHC MME MMUT MOGAT1 MOGAT2 MOGAT3 MORC2 MOXD1 MOXD2P MPC2 MPDU1 MPI MPO MPP1 MPST MRI1 MRPS36 MRS2 MSMO1 MSRA MST1 MT-ATP6 MT-ATP8 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MTAP MTARC1 MTARC2 MTHFD1 MTHFD1L MTHFD2 MTHFD2L MTHFR MTHFS MTLN MTOR MTR MTRR MVD MVK MYH3 MYH4 MYH6 MYH7 MYH8 N6AMT1 NAAA NADK NADK2 NADSYN1 NAGK NAGS NAIP NAMPT NANP NANS NAPEPLD NAPRT NARS1 NARS2 NAT8L NAXD NAXE NCEH1 NCOA2 NCOR1 NCOR2 NDP NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA3 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFB1 NDUFB10 NDUFB11 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 NEIL1 NEIL2 NFE2L1 NFKB1 NIT2 NLN NLRC4 NME1 NME2 NME2P1 NME3 NME4 NME5 NME6 NME7 NME9 NMNAT1 NMNAT2 NMNAT3 NMRK1 NMRK2 NMT1 NNMT NNT NOCT NOS1 NOS2 NOS3 NOX1 NOX4 NOXRED1 NPC1 NPC1L1 NPC2 NPL NPPA NPPB NPPC NPR1 NPR2 NPY1R NQO1 NQO2 NR0B2 NR1D1 NR1H2 NR1H3 NR1H4 NR3C1 NR4A3 NR5A2 NSDHL NT5C NT5C1A NT5C1B NT5C2 NT5C3A NT5C3B NT5E NT5M NTHL1 NTSR1 NUDT1 NUDT10 NUDT11 NUDT12 NUDT13 NUDT14 NUDT15 NUDT16 NUDT17 NUDT18 NUDT19 NUDT2 NUDT3 NUDT4 NUDT4B NUDT5 NUDT7 NUDT8 NUDT9 NUPR1 NUS1 OARD1 OAS1 OAT OCA2 OCRL ODC1 OGDH OGDHL OGG1 OGT OLA1 OLAH OMA1 ONECUT1 OPA1 OSBP OSBPL1A OSBPL2 OSBPL3 OSBPL5 OSBPL6 OSBPL7 OSBPL9 OTC OTOG OTOGL OXCT1 OXCT2 OXSM P2RX7 P2RY1 P2RY6 PAFAH1B1 PAH PAICS PANK1 PANK2 PANK3 PANK4 PAPSS1 PAPSS2 PARG PARK7 PARP1 PARP10 PARP16 PARP9 PARS2 PC PCBD1 PCBD2 PCCA PCCB PCK1 PCK2 PCSK9 PDE10A PDE1A PDE2A PDE4A PDE4B PDE4C PDE4D PDE5A PDE7A PDE7B PDE8A PDE8B PDE9A PDHA1 PDHA2 PDHB PDHX PDK1 PDK2 PDK3 PDK4 PDSS1 PDSS2 PDX1 PDXDC1 PDXDC2P-NPIPB14P PDXK PDXP PECR PEDS1 PEPD PER2 PEX13 PEX2 PEX5 PEX7 PFAS PFKFB1 PFKFB2 PFKFB3 PFKFB4 PFKL PFKM PFKP PGAM1 PGAM2 PGAM4 PGD PGK1 PGK2 PGLS PGM1 PGM2 PGM2L1 PGM3 PGP PHGDH PHKG2 PHYH PIAS4 PIBF1 PID1 PIK3CA PINK1 PIP4P1 PIPOX PKLR PKM PLA2G10 PLA2G15 PLA2G1B PLA2G2C PLA2G2F PLA2G3 PLA2G4A PLA2G4B PLA2G4C PLA2G4D PLA2G4F PLA2G5 PLA2G6 PLA2G7 PLAA PLAAT3 PLB1 PLCB1 PLCG2 PLEK PLIN5 PLOD2 PLOD3 PLP1 PLPP1 PLPP2 PLPP3 PLPP6 PLTP PM20D1 PM20D2 PMAIP1 PMM1 PMM2 PMVK PNKD PNLIP PNP PNPLA2 PNPLA3 PNPLA4 PNPLA8 PNPO POFUT1 POFUT2 PON1 PON3 PPA2 PPARA PPARD PPARG PPARGC1A PPAT PPCDC PPCS PPIP5K1 PPIP5K2 PPP1R3E PPP1R3G PPP2CA PPP4R3B PPT1 PPT2 PPTC7 PRG3 PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKACA PRKAG1 PRKAG2 PRKAG3 PRKAR2B PRKCB PRKCE PRKG1 PRKG2 PRKN PRMT3 PRODH PRODH2 PROX1 PRPS1 PRPS1L1 PRPS2 PRPSAP1 PRPSAP2 PRTFDC1 PRXL2B PRXL2C PSAT1 PSEN1 PSPH PTAFR PTGDR PTGDS PTGES PTGES2 PTGES3 PTGIS PTGR1 PTGR2 PTGR3 PTGS1 PTGS2 PTH PTH1R PTHLH PTK2B PTPN2 PTS PUDP PXMP4 PYCARD PYCR1 PYCR2 PYCR3 QARS1 QDPR QKI QPRT QRSL1 RAB23 RAN RANBP2 RARS1 RARS2 RBKS RBP1 RBP2 RBP4 RD3 RDH10 RDH11 RDH12 RDH13 RDH14 RDH16 RDH5 RDH8 RENBP REST RETSAT REXO2 RFK RFT1 RGN RHOQ RIDA RIMKLA RIMKLB RLBP1 RNASEH2B RORA RORC RPE RPE65 RPEL1 RPIA RPTOR RRM1 RRM2 RRM2B SAMHD1 SARDH SARM1 SARS1 SARS2 SC5D SCAP SCARB1 SCARF1 SCD SCD5 SCLY SCNN1B SCP2 SCPEP1 SDHA SDHAF3 SDHB SDHC SDHD SDR16C5 SDR9C7 SDS SDSL SEC14L2 SELENOS SEPHS1 SEPHS2 SERINC3 SERINC5 SERP1 SERPINA12 SESN2 SFXN1 SFXN3 SGPL1 SGPP1 SGPP2 SHMT1 SHMT2 SHPK SIK1 SIRT1 SIRT2 SIRT4 SIRT5 SIRT6 SIRT7 SLC16A1 SLC16A12 SLC16A2 SLC16A3 SLC16A9 SLC17A1 SLC17A3 SLC19A1 SLC19A2 SLC19A3 SLC1A3 SLC22A11 SLC22A12 SLC22A13 SLC23A1 SLC23A2 SLC25A1 SLC25A10 SLC25A11 SLC25A12 SLC25A13 SLC25A15 SLC25A16 SLC25A17 SLC25A19 SLC25A2 SLC25A21 SLC25A25 SLC25A32 SLC25A44 SLC27A1 SLC27A2 SLC27A3 SLC27A4 SLC27A5 SLC27A6 SLC2A1 SLC2A3 SLC2A6 SLC2A9 SLC34A1 SLC35A2 SLC35A3 SLC35B4 SLC37A4 SLC38A1 SLC39A14 SLC39A8 SLC45A2 SLC45A3 SLC46A1 SLC4A1 SLC4A4 SLC4A7 SLC52A1 SLC52A2 SLC52A3 SLC5A3 SLC5A6 SLC5A8 SLC6A8 SLC7A11 SLC7A7 SMPD1 SMPDL3A SMS SMUG1 SNAI1 SNAI2 SNCA SNX17 SOAT1 SOAT2 SOD1 SOGA1 SORBS1 SORD SOX9 SP7 SPHK1 SPHK2 SPR SPTLC1 SPTLC2 SPTLC3 SPTSSA SPTSSB SQLE SRC SRD5A1 SRD5A2 SRD5A3 SREBF1 SREBF2 SRR ST3GAL1 ST6GAL1 STAR STARD3 STARD4 STAT3 STAT5A STAT5B STK11 STOML2 SUCLA2 SUCLG1 SUCLG2 SULT1A1 SULT1A2 SULT1A3 SULT1A4 SULT1B1 SULT1C3 SULT1C4 SULT1E1 SULT2A1 SULT2B1 SYK SYNJ1 TAFAZZIN TALDO1 TARS1 TARS2 TARS3 TAT TBPL1 TBXAS1 TCF7L2 TDG TDO2 TECR TECRL TFAP2B TFF3 TGDS TGFB1 TH THAP4 THEM4 THEM5 THNSL2 THTPA TIGAR TJP2 TK1 TK2 TKFC TKT TKTL1 TLR2 TM7SF2 TMEM86B TMSB4X TNF TNFRSF1A TNXB TP53 TP53I3 TPH1 TPH2 TPI1 TPK1 TPST1 TPST2 TREM2 TREX1 TRIB3 TSKU TSPO TST TSTD1 TTC36 TTC39B TTPA TTR TWIST1 TYMP TYMS TYR TYRP1 TYSND1 UAP1 UAP1L1 UBIAD1 UBR4 UCK1 UCK2 UCKL1 UCP2 UCP3 UEVLD UGDH UGGT1 UGGT2 UGP2 UGT1A1 UGT1A10 UGT1A3 UGT1A4 UGT1A5 UGT1A6 UGT1A7 UGT1A8 UGT1A9 UGT2A1 UGT2A2 UGT2A3 UGT2B10 UGT2B11 UGT2B15 UGT2B17 UGT2B28 UGT2B4 UGT2B7 UMPS UNG UPB1 UPP1 UPP2 UPRT UQCC3 URAD UROC1 UROS USP7 UST UXS1 VARS1 VARS2 VCP VDAC1 VKORC1 VKORC1L1 VLDLR VNN1 VNN2 VPS9D1 WARS1 WARS2 WDR5 WDTC1 WNT4 XBP1 XDH XYLB YARS1 YARS2 ZBTB20 ZBTB7A ZMPSTE24 ZNF692 GOBP_SMALL_NUCLEOLAR_RIBONUCLEOPROTEIN_COMPLEX_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SMALL_NUCLEOLAR_RIBONUCLEOPROTEIN_COMPLEX_ASSEMBLY NAF1 NOPCHAP1 NUFIP1 PIH1D1 PIH1D2 RUVBL1 RUVBL2 SHQ1 SNU13 TAF9 ZNHIT3 ZNHIT6 GOBP_SMOOTHENED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SMOOTHENED_SIGNALING_PATHWAY ACTRT1 ARL13B ARL3 ARMC9 B9D1 BBS7 BTRC C2CD3 CC2D2A CD3E CDK20 CDON CENPJ CFAP410 CHSY1 CIBAR1 CLUAP1 CPLANE2 CREBBP CTNNA1 DCDC2 DHH DISP1 DISP2 DISP3 DLG5 DYNC2H1 DYRK2 DZIP1 DZIP1L ENPP1 EVC EVC2 EXT1 FBXL17 FGF10 FGF9 FGFR2 FKBP8 FOXA1 FOXF1 FUZ GAS1 GAS8 GLI1 GLI2 GLI3 GLIS2 GORAB GPC2 GPC3 GPR161 GPR37L1 HERC4 HES1 HES5 HHAT HHIP HIPK1 HIPK2 HSPG2 IFT122 IFT140 IFT172 IFT20 IFT25 IFT27 IFT52 IFT57 IFT80 IFT81 IHH INTU IQUB KCTD21 KCTD6 KIAA0586 KIF7 MAP3K10 MEGF8 MGRN1 MKS1 MOSMO NDP NDST1 NKX2-2 NKX6-1 NOG NSDHL OTX2 PAX6 PDCL PDX1 PKD2L1 PRKACA PRKACB PRRX1 PTCH1 PTCH2 PTCHD1 RAB34 RACK1 RB1 RFX4 RFX8 RO60 RORA RPGRIP1L RUNX2 SCUBE1 SEPTIN2 SERPINE2 SFRP1 SHH SHOX2 SKOR2 SMO SSNA1 STIL STK36 SUFU TBC1D32 TCTN1 TCTN2 TCTN3 TEDC1 TEDC2 TGFBR2 TMED2 TMEM17 TMEM231 TTBK2 TTC21B TTC23 TTC26 TUBA1A TUBD1 TULP3 TXNDC15 UCHL5 ULK3 VCP WDPCP WDR11 WDR19 WNT10B ZIC1 ZIC3 GOBP_SMOOTHENED_SIGNALING_PATHWAY_INVOLVED_IN_DORSAL_VENTRAL_NEURAL_TUBE_PATTERNING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SMOOTHENED_SIGNALING_PATHWAY_INVOLVED_IN_DORSAL_VENTRAL_NEURAL_TUBE_PATTERNING CDK20 CPLANE2 GLI3 GORAB GPR161 MKS1 PRKACA PRKACB SUFU TBC1D32 TMED2 TULP3 WDR19 GOBP_SMOOTHENED_SIGNALING_PATHWAY_INVOLVED_IN_VENTRAL_SPINAL_CORD_PATTERNING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SMOOTHENED_SIGNALING_PATHWAY_INVOLVED_IN_VENTRAL_SPINAL_CORD_PATTERNING GLI2 GLI3 IFT122 RFX4 RFX8 SMO SUFU TULP3 GOBP_SMOOTH_MUSCLE_ADAPTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SMOOTH_MUSCLE_ADAPTATION CYBA HMOX1 IL1B MIR17 NOS3 GOBP_SMOOTH_MUSCLE_CELL_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SMOOTH_MUSCLE_CELL_APOPTOTIC_PROCESS ADCY10 APOH ATF4 CDKN2A DIPK2A DNMT1 E2F3 EDN1 GRIA4 IFNG IGF1 IL12A IL12B LRP6 LYPD3 MAP2K4 MFN2 MIR1-1 MIR138-1 MIR140 MIR17 MIR21 MIR210 MIR24-1 MIR28 MIR92A1 PDCD4 PDE1A PPARG RBM10 SIRT1 SLC7A5 SOD2 GOBP_SMOOTH_MUSCLE_CELL_CHEMOTAXIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SMOOTH_MUSCLE_CELL_CHEMOTAXIS AIF1 CORO1B LPAR1 MDK MIR34A PARVA PDGFD PDGFRB SLIT2 GOBP_SMOOTH_MUSCLE_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SMOOTH_MUSCLE_CELL_DIFFERENTIATION ACVR1 ADM ANKRD17 APLNR BMP4 COMP CTH CTNNB1 DNMT1 EDNRA EDNRB EFEMP2 ENG EREG FGF10 FGF9 FGFR2 FOXF1 FOXO4 GATA6 GPER1 HES1 HEY1 HEY2 ITGA8 KIT MECP2 MED28 MEF2C MESP1 MIR1-1 MIR100 MIR125B1 MIR140 MIR145 MIR15B MIR18A MIR199B MIR21 MIR22 MIR221 MIR26A1 MIR34A MIR424 MRTFA MRTFB MYOCD NFATC1 NFATC2 NFATC3 NFATC4 NOTCH1 NPNT OLFM2 PDCD4 PDGFB PIAS1 PRDM6 QKI RAMP2 RBPMS2 SGCB SHH SIRT1 SIX1 SMARCD3 SOD2 SOX9 SRF TBX18 TBX2 TBX3 TMEM204 VEGFA WNT4 ZEB1 GOBP_SMOOTH_MUSCLE_CELL_MATRIX_ADHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SMOOTH_MUSCLE_CELL_MATRIX_ADHESION APOD DDR1 EFEMP2 PLAU SERPINE1 VTN GOBP_SMOOTH_MUSCLE_CELL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SMOOTH_MUSCLE_CELL_MIGRATION AAMP ABHD2 ACE ADAMTS1 ADIPOQ AIF1 ATP7A BCL2 BMP4 BMPR1A CCL5 CCN3 CCN4 CORO1B CRK CYP1B1 DDIT3 DDR1 DDR2 DOCK4 DOCK5 DOCK7 FGF9 FOXO4 GNA12 GNA13 GRB10 HAS2 IGF1 IGFBP3 IGFBP5 ITGA2 ITGB3 LPAR1 LRP1 MAP3K7 MDK MDM2 MEF2C MIR1298 MIR135B MIR137 MIR140 MIR143 MIR146A MIR15A MIR182 MIR20A MIR21 MIR214 MIR218-1 MIR221 MIR223 MIR26A1 MIR302C MIR34A MIR362 MIR424 MIR448 MIR451A MIR499A MIR503 MIR638 MIR665 MYOCD NDRG4 NF1 NFE2L2 NR4A3 NRP1 P2RY6 PARVA PDGFA PDGFB PDGFD PDGFRB PLAT PLAU PLXNA1 POSTN PRKG1 RPS6KB1 S100A11 SEMA6D SERPINE1 SLIT2 SORL1 SRC SSH1 TACR1 TAFA5 TERT TLR4 TPM1 TRIB1 VTN GOBP_SMOOTH_MUSCLE_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SMOOTH_MUSCLE_CELL_PROLIFERATION ACE2 ADAMTS1 ADIPOQ AIF1 AKT1 ANG APLN APOD APOE BMP2 BMP4 BMPR1A BMPR2 CALCRL CCL5 CCN3 CCN4 CDH13 CDKN1A CDKN1B CNN1 CTNNB1 CTNNBIP1 CX3CL1 DBH DDIT3 DDR2 DNMT1 EDN1 EFEMP2 ELANE ELN EREG ERN1 FGF2 FGF9 FGFR2 FOXJ2 FOXP1 FRS2 GJA1 GNA12 GNA13 GNAI2 GPER1 HBEGF HDAC1 HES5 HMOX1 HPGD HTR1B ID2 IFNG IGF1 IGF1R IGFBP3 IGFBP5 IL10 IL12A IL12B IL13 IL18 IL6 IL6R IRAK1 IRAK4 ITGA2 ITGB3 JAK2 JUN LDLRAP1 MAP3K5 MAP3K7 MDM2 MEF2C MEF2D MFN2 MIR1-1 MIR1298 MIR130A MIR133A1 MIR135B MIR137 MIR140 MIR143 MIR145 MIR146A MIR15A MIR17 MIR182 MIR185 MIR208A MIR20A MIR21 MIR214 MIR221 MIR222 MIR223 MIR26A1 MIR27A MIR27B MIR301A MIR339 MIR34A MIR362 MIR424 MIR448 MIR4632 MIR499A MIR503 MIR638 MIR665 MIR96 MMP2 MMP9 MNAT1 MYB MYD88 MYOCD NAA35 NDRG2 NDRG4 NF1 NOS3 NOTCH3 NOX1 NPPC NPR1 NPY5R NR4A3 OGN P2RY6 PDCD4 PDE1A PDGFB PDGFD PDGFRB PHB1 PIK3CA POLDIP2 PPARG PPARGC1A PRKDC PRKG1 PTAFR PTEN PTGIR PTGS2 RBM10 RBPMS2 RPS6KB1 S1PR1 SERPINF2 SF1 SMPD3 SOD2 SRC STAT1 TACR1 TAFA5 TCF7L2 TERT TGFB1 TGFB3 THBS1 TLR4 TNF TNFAIP3 TPM1 TRIB1 VIP VIPR2 XRCC5 XRCC6 ZNF143 GOBP_SMOOTH_MUSCLE_CONTRACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SMOOTH_MUSCLE_CONTRACTION ABAT ACTA2 ADA ADORA2B ADRA1A ADRA2A ADRA2B ADRA2C ADRB2 APBB1 APBB2 ARHGAP42 ATP1A2 ATP2B1 ATP2B4 BBS2 BDKRB2 CALCA CAV1 CD38 CHRM2 CHRM3 CHRNA3 CHRNB2 CHRNB4 CNN1 COMP CTTN DAPK3 DCANP1 DLG1 DOCK4 DOCK5 DRD1 DRD2 EDN1 EDN2 EDN3 EDNRA EDNRB F2R FKBP1B GDNF GHRL GHSR GPER1 GRIP2 GUCY1A1 HTR1D HTR2A HTR2B HTR7 ITGA2 KCNB2 KCNMA1 KIT MIR143 MIR145 MIR153-1 MIR21 MKKS MYH11 MYLK MYOCD NEUROG1 NMU NMUR1 NMUR2 NPNT ORMDL3 OXTR P2RX1 P2RX2 P2RX3 PIK3C2A PLCE1 PRKG1 PROK2 PTAFR PTGER3 PTGS2 RAP1GDS1 RGS2 RHOA ROCK1 ROCK2 SCN11A SCNN1B SETD3 SLC8A1 SMTN SOD1 SPHK1 SPX SRF SSTR2 SULF1 SULF2 TACR1 TACR2 TACR3 TBX2 TBX3 TBXA2R TIFAB TNNI3 TPCN2 TRPV1 ZDHHC21 GOBP_SMOOTH_MUSCLE_TISSUE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SMOOTH_MUSCLE_TISSUE_DEVELOPMENT BMP4 COL3A1 DLG1 EFEMP2 ENG FOSL2 IHH ITGA8 MIR143 MIR145 MYLK NF1 NPR2 OSR1 PKD2 PROX1 PTCH1 SHH SIX1 SMO SOX9 SRF STRA6 TFAP2B TIPARP TNN ZFAND5 GOBP_SNARE_COMPLEX_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SNARE_COMPLEX_ASSEMBLY ANKRD27 CLTRN PRRT2 SEPTIN8 SNAP25 SNCA STX4 STXBP1 STXBP6 TGFBRAP1 UVRAG VAMP1 VAMP2 VAMP3 VAMP4 VAMP8 VPS11 VPS16 VPS18 VPS33A VPS39 VPS41 VPS8 GOBP_SNORNA_LOCALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SNORNA_LOCALIZATION FBL NOP58 PIH1D1 PRPF31 ZNHIT3 ZNHIT6 GOBP_SNO_S_RNA_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SNO_S_RNA_METABOLIC_PROCESS DKC1 EXOSC10 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 FBL FBLL1 LARP7 NUDT16 NUDT16L1 PARN RNF113A RNF113B TENT4B ZCCHC7 GOBP_SNO_S_RNA_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SNO_S_RNA_PROCESSING DKC1 EXOSC10 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 FBL FBLL1 LARP7 PARN RNF113A RNF113B TENT4B GOBP_SNRNA_3_END_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SNRNA_3_END_PROCESSING EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 INTS1 INTS12 INTS14 INTS2 INTS5 INTS6 INTS6L INTS7 INTS8 INTS9 SAGE1 SAGE2P TOE1 TUT1 USB1 GOBP_SNRNA_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SNRNA_CATABOLIC_PROCESS EXOSC10 MTREX RBM7 ZCCHC7 ZCCHC8 GOBP_SNRNA_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SNRNA_METABOLIC_PROCESS CC2D1A CDK7 DKC1 ELL ELL2 ELL3 EXOSC10 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 ICE1 ICE2 INTS1 INTS10 INTS11 INTS12 INTS13 INTS14 INTS2 INTS3 INTS4 INTS5 INTS6 INTS6L INTS7 INTS8 INTS9 LARP7 MEPCE METTL16 METTL4 MTREX MYOD1 NHP2 NOP10 RBM7 RPAP2 SAGE1 SAGE2P SNAPC1 SNAPC2 SNAPC3 SNAPC4 SNAPC5 TOE1 TUT1 USB1 USPL1 ZC3H8 ZCCHC7 ZCCHC8 ZNF143 GOBP_SNRNA_MODIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SNRNA_MODIFICATION DKC1 LARP7 MEPCE METTL16 METTL4 NHP2 NOP10 GOBP_SNRNA_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SNRNA_PROCESSING EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 INTS1 INTS10 INTS11 INTS12 INTS13 INTS14 INTS2 INTS3 INTS4 INTS5 INTS6 INTS6L INTS7 INTS8 INTS9 SAGE1 SAGE2P TOE1 TUT1 USB1 GOBP_SNRNA_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SNRNA_TRANSCRIPTION CC2D1A CDK7 ELL ELL2 ELL3 ICE1 ICE2 LARP7 MEPCE MYOD1 RPAP2 SNAPC1 SNAPC2 SNAPC3 SNAPC4 SNAPC5 USPL1 ZC3H8 ZNF143 GOBP_SNRNA_TRANSCRIPTION_BY_RNA_POLYMERASE_II https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SNRNA_TRANSCRIPTION_BY_RNA_POLYMERASE_II CC2D1A CDK7 ELL ELL2 ELL3 ICE1 ICE2 LARP7 MEPCE MYOD1 SNAPC1 SNAPC3 SNAPC4 SNAPC5 ZC3H8 ZNF143 GOBP_SNRNA_TRANSCRIPTION_BY_RNA_POLYMERASE_III https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SNRNA_TRANSCRIPTION_BY_RNA_POLYMERASE_III ELL ICE1 ICE2 SNAPC1 SNAPC3 SNAPC4 SNAPC5 ZC3H8 GOBP_SNRNA_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SNRNA_TRANSPORT NCBP1 NCBP2 NCBP3 PHAX RAN SNUPN GOBP_SODIUM_DEPENDENT_PHOSPHATE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SODIUM_DEPENDENT_PHOSPHATE_TRANSPORT ATF4 CEBPB CRY2 SFRP4 SLC17A1 SLC17A4 SLC17A6 SLC17A7 SLC17A8 SLC34A1 SLC34A2 SLC34A3 GOBP_SODIUM_INDEPENDENT_ORGANIC_ANION_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SODIUM_INDEPENDENT_ORGANIC_ANION_TRANSPORT MFSD10 SLC22A6 SLC22A9 SLCO1A2 SLCO1B1 SLCO1B3 SLCO1B7 SLCO1C1 SLCO2A1 SLCO2B1 SLCO3A1 SLCO4A1 SLCO4C1 SLCO5A1 SLCO6A1 GOBP_SODIUM_ION_EXPORT_ACROSS_PLASMA_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SODIUM_ION_EXPORT_ACROSS_PLASMA_MEMBRANE ATP12A ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP1B1 ATP1B2 ATP1B3 ATP4A ATP4B FXYD1 FXYD2 NPPA SLC4A4 SLC9A1 GOBP_SODIUM_ION_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SODIUM_ION_HOMEOSTASIS AGT AGTR1 ATP12A ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP1B1 ATP1B2 ATP1B3 ATP4A ATP4B ATP6V1B1 CORIN CYP11B2 CYP4A11 CYP4F12 CYP4F2 DRD2 EDN1 EDNRA EDNRB EXT1 EXT2 FXYD2 IL1A MC3R MLLT6 NPPB NPR1 SCN7A SCNN1A SCNN1B SCNN1D SCNN1G SLC12A1 SLC12A2 SLC12A3 SLC1A3 SLC8A1 SLC9A1 SLC9B2 SPX TMPRSS3 UMOD UPK3A GOBP_SODIUM_ION_IMPORT_ACROSS_PLASMA_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SODIUM_ION_IMPORT_ACROSS_PLASMA_MEMBRANE HCN2 HCN4 MIR24-1 MIR448 SCNN1A SCNN1B SCNN1D SCNN1G SLC12A2 SLC34A1 SLC5A1 SLC5A2 SLC5A6 SLC6A1 SLC8A1 SLC9A1 SLC9A2 SLC9A3 SLC9A4 SLC9A5 SLC9A6 SLC9A7 SLC9A9 SLC9C1 SLC9C2 TRPM4 GOBP_SODIUM_ION_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SODIUM_ION_TRANSMEMBRANE_TRANSPORT ACTN4 ANK3 ANO6 ASIC1 ASIC2 ASIC3 ASIC4 ASIC5 ATP12A ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP1B1 ATP1B2 ATP1B3 ATP2B4 ATP4A ATP4B BPIFA1 CAMK2D CAV3 CHP1 CHP2 CNNM4 COMMD1 DLG1 DMD DRD4 FGF11 FGF12 FGF13 FGF14 FXYD1 FXYD2 FXYD3 FXYD4 FXYD5 FXYD6 FXYD6P3 FXYD7 GLRX GPD1L GRP HCN1 HCN2 HCN3 HCN4 HECW1 HECW2 KCNK1 MIR192 MIR24-1 MIR448 NALCN NEDD4 NEDD4L NETO1 NOS1 NPPA OSR1 PCSK9 PKD2 PKD2L1 PRKCE PTPN3 RANGRF SCN10A SCN11A SCN1A SCN1B SCN2A SCN2B SCN3A SCN3B SCN4A SCN4B SCN5A SCN7A SCN8A SCN9A SCNN1A SCNN1B SCNN1D SCNN1G SHROOM2 SLC12A1 SLC12A2 SLC12A3 SLC13A1 SLC13A2 SLC13A3 SLC13A4 SLC13A5 SLC17A1 SLC17A2 SLC17A3 SLC17A4 SLC17A6 SLC17A7 SLC17A8 SLC20A1 SLC20A2 SLC23A1 SLC24A1 SLC24A2 SLC24A3 SLC24A4 SLC24A5 SLC28A3 SLC34A1 SLC34A2 SLC34A3 SLC38A5 SLC3A2 SLC41A1 SLC41A3 SLC4A10 SLC4A11 SLC4A4 SLC4A5 SLC4A7 SLC4A8 SLC4A9 SLC5A1 SLC5A10 SLC5A2 SLC5A5 SLC5A6 SLC6A1 SLC6A11 SLC6A12 SLC6A13 SLC6A14 SLC6A15 SLC6A16 SLC6A17 SLC6A18 SLC6A19 SLC6A2 SLC6A20 SLC6A3 SLC6A4 SLC6A5 SLC6A6 SLC6A7 SLC6A8 SLC6A9 SLC8A1 SLC8A2 SLC8A3 SLC8B1 SLC9A1 SLC9A2 SLC9A3 SLC9A4 SLC9A5 SLC9A6 SLC9A7 SLC9A8 SLC9A9 SLC9B1 SLC9B2 SLC9C1 SLC9C2 SLMAP SNTA1 STK39 TESC TPCN1 TPCN2 TRPM2 TRPM4 TRPM5 UTRN WNK1 WNK2 WNK3 WNK4 YWHAH GOBP_SODIUM_ION_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SODIUM_ION_TRANSPORT ACTN4 ADRB2 AHCYL1 AKT1 ANK3 ANO6 ASIC1 ASIC2 ASIC3 ASIC4 ASIC5 ATP12A ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP1B1 ATP1B2 ATP1B3 ATP1B4 ATP2B4 ATP4A ATP4B ATP6V1B1 BPIFA1 CAMK2D CATSPER3 CATSPER4 CAV3 CHP1 CHP2 CLCNKB CNKSR3 CNNM4 CNTN1 COMMD1 COMMD3 COMMD9 DLG1 DMD DMPK DRD2 DRD4 EDN1 EDNRA EDNRB FGF11 FGF12 FGF13 FGF14 FXYD1 FXYD2 FXYD3 FXYD4 FXYD5 FXYD6 FXYD6P3 FXYD7 GLRX GPD1L GRP HCN1 HCN2 HCN3 HCN4 HECW1 HECW2 KCNE3 KCNK1 KCNQ1 KLHL3 MAGED2 MFSD4B MIR192 MIR24-1 MIR448 MLLT6 NALCN NDUFA9 NEDD4 NEDD4L NETO1 NHERF1 NKAIN1 NKAIN2 NKAIN3 NKAIN4 NKX2-5 NOS1 NOS3 NPPA OSR1 OXSR1 P2RX4 P2RX7 PCSK9 PER1 PKD2 PKD2L1 PKP2 PON3 PRKCE PRSS8 PTPN3 RANGRF SCN10A SCN11A SCN1A SCN1B SCN2A SCN2B SCN3A SCN3B SCN4A SCN4B SCN5A SCN7A SCN8A SCN9A SCNN1A SCNN1B SCNN1D SCNN1G SERPINE2 SGK1 SHROOM2 SIK1 SLC10A1 SLC10A2 SLC10A4 SLC10A5 SLC10A6 SLC10A7 SLC12A1 SLC12A2 SLC12A3 SLC13A1 SLC13A2 SLC13A3 SLC13A4 SLC13A5 SLC17A1 SLC17A2 SLC17A3 SLC17A4 SLC17A6 SLC17A7 SLC17A8 SLC20A1 SLC20A2 SLC22A4 SLC22A5 SLC23A1 SLC23A2 SLC24A1 SLC24A2 SLC24A3 SLC24A4 SLC24A5 SLC28A3 SLC34A1 SLC34A2 SLC34A3 SLC38A1 SLC38A10 SLC38A11 SLC38A2 SLC38A3 SLC38A4 SLC38A5 SLC38A6 SLC38A7 SLC38A8 SLC3A2 SLC41A1 SLC41A3 SLC4A10 SLC4A11 SLC4A4 SLC4A5 SLC4A7 SLC4A8 SLC4A9 SLC5A1 SLC5A10 SLC5A11 SLC5A12 SLC5A2 SLC5A3 SLC5A4 SLC5A5 SLC5A6 SLC5A7 SLC5A8 SLC5A9 SLC6A1 SLC6A11 SLC6A12 SLC6A13 SLC6A14 SLC6A15 SLC6A16 SLC6A17 SLC6A18 SLC6A19 SLC6A2 SLC6A20 SLC6A3 SLC6A4 SLC6A5 SLC6A6 SLC6A7 SLC6A8 SLC6A9 SLC8A1 SLC8A2 SLC8A3 SLC8B1 SLC9A1 SLC9A2 SLC9A3 SLC9A4 SLC9A5 SLC9A6 SLC9A7 SLC9A8 SLC9A9 SLC9B1 SLC9B2 SLC9C1 SLC9C2 SLMAP SNTA1 SPTBN4 STK39 TESC TPCN1 TPCN2 TRPM2 TRPM4 TRPM5 UMOD UTRN WNK1 WNK2 WNK3 WNK4 YWHAH GOBP_SOFT_PALATE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SOFT_PALATE_DEVELOPMENT COL11A2 FOXE1 SOX11 TBX1 TSHZ1 GOBP_SOMATIC_DIVERSIFICATION_OF_IMMUNE_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SOMATIC_DIVERSIFICATION_OF_IMMUNE_RECEPTORS ADAR AICDA APLF ATAD5 ATM BATF BCL11B BCL6 CCR6 CD28 CD40 CD40LG CLCF1 CTNNBL1 CYREN DCAF1 DCLRE1C ERCC1 EXO1 EXOSC3 EXOSC6 FOXP3 HMCES HMGB1 HMGB2 HSPD1 IL10 IL2 IL27RA IL4 KMT5B KMT5C LEF1 LIG1 LIG3 LIG4 MAD2L2 MCM3AP MLH1 MSH2 MSH3 MSH6 NBN NDFIP1 NFKBIZ NHEJ1 NSD2 PARP3 PAXIP1 PMS2 POLB POLL POLQ PRKDC PTPRC RAG1 RAG2 RIF1 RNF168 RNF8 SAMHD1 SANBR SHLD1 SHLD2 SHLD3 SLC15A4 STAT6 SUPT6H SWAP70 TBX21 TCF3 TFRC TGFB1 THOC1 TNFSF13 TNFSF4 TP53BP1 UNG XRCC4 YY1 GOBP_SOMATIC_DIVERSIFICATION_OF_IMMUNE_RECEPTORS_VIA_SOMATIC_MUTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SOMATIC_DIVERSIFICATION_OF_IMMUNE_RECEPTORS_VIA_SOMATIC_MUTATION ADAR AICDA EXO1 MCM3AP MLH1 MSH2 MSH6 PMS2 POLB POLL POLQ SAMHD1 UNG GOBP_SOMATIC_DIVERSIFICATION_OF_IMMUNOGLOBULINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SOMATIC_DIVERSIFICATION_OF_IMMUNOGLOBULINS AICDA APLF ATAD5 BATF BCL6 CCR6 CD28 CD40 CD40LG CLCF1 CTNNBL1 CYREN ERCC1 EXO1 EXOSC3 EXOSC6 FOXP3 HMCES HSPD1 IL10 IL2 IL27RA IL4 KMT5B KMT5C LIG4 MAD2L2 MCM3AP MLH1 MSH2 MSH3 MSH6 NBN NDFIP1 NFKBIZ NHEJ1 NSD2 PARP3 PAXIP1 PMS2 POLB POLL POLQ PRKDC PTPRC RIF1 RNF168 RNF8 SAMHD1 SANBR SHLD1 SHLD2 SHLD3 SLC15A4 STAT6 SUPT6H SWAP70 TBX21 TCF3 TFRC TGFB1 THOC1 TNFSF13 TNFSF4 TP53BP1 UNG XRCC4 YY1 GOBP_SOMATIC_MOTOR_NEURON_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SOMATIC_MOTOR_NEURON_DIFFERENTIATION CLN8 LHX3 LHX4 PHOX2A TCTN1 GOBP_SOMATIC_STEM_CELL_DIVISION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SOMATIC_STEM_CELL_DIVISION BMI1 FUT10 FZD7 HOXB4 LBH MIR145 NOTCH1 TGFB2 WNT3A WNT7A ZFP36L2 GOBP_SOMATIC_STEM_CELL_POPULATION_MAINTENANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SOMATIC_STEM_CELL_POPULATION_MAINTENANCE ASCL2 BCL9 BCL9L BMP7 BMPR1A BRAF CDX2 CUL4A FGF10 FGF4 GATA2 HES1 HNF1B KIT KLF10 KLF4 LBH LDB1 LDB2 LIF LIG4 LRP5 MED12 MED14 MED15 MED17 MED21 MED27 MED28 MED30 MED6 MED7 MIR145 MYC NANOG NIPBL NKAP NODAL NOG NR2E1 PAX2 PAX8 POU5F1 RAF1 RBPJ REST RIF1 SALL4 SFRP1 SIX2 SKI SMC1A SMO SOX2 SOX4 SOX9 SPI1 STAT3 TAF5L TAF6L TAL1 TBX1 TP63 VPS72 WNT7A WNT9B YAP1 ZFP36L2 ZHX2 GOBP_SOMATOSTATIN_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SOMATOSTATIN_RECEPTOR_SIGNALING_PATHWAY SSTR1 SSTR2 SSTR3 SSTR4 SSTR5 GOBP_SOMATOTROPIN_SECRETING_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SOMATOTROPIN_SECRETING_CELL_DIFFERENTIATION GHRHR LHX3 PITX2 PROP1 WNT4 GOBP_SOMITE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SOMITE_DEVELOPMENT ABI1 ALDH1A2 ATM AXIN2 BMPR1A CDX1 CDX2 COBL CRB2 DKK1 DLL1 DLL3 DMRT2 EP300 EPB41L5 FOXB1 FOXC1 FOXC2 FOXF1 FRZB GDF3 HES7 IHH KAT2A LEF1 LFNG LHX1 LOXL3 LRP6 MED12 MEOX1 MEOX2 MESP1 MESP2 MIB1 MSGN1 MTHFD1 MYF5 MYF6 NKD1 NKX3-1 NLE1 NOG NOTCH1 NRARP NUP133 PALB2 PCDH8 PLXNA2 POFUT1 POGLUT1 PPP2R3A PRKDC PSEN1 PTCH1 RAD51B RBBP6 RBPJ RIPPLY1 RIPPLY2 SCX SEMA3C SFRP1 SFRP2 SHH SIX1 SIX4 SMAD3 SMAD4 SMO TAF10 TBX18 TBX6 TBXT TCAP TCF15 TMED2 TP53 WDR19 WNT1 WNT11 WNT3A WNT4 WNT5A XRCC2 GOBP_SOMITE_ROSTRAL_CAUDAL_AXIS_SPECIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SOMITE_ROSTRAL_CAUDAL_AXIS_SPECIFICATION EPB41L5 GDF3 LHX1 MESP1 MESP2 NRARP RIPPLY1 RIPPLY2 SMAD4 TBX6 TMED2 GOBP_SOMITE_SPECIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SOMITE_SPECIFICATION COBL DLL1 MEOX1 MEOX2 RIPPLY1 GOBP_SOMITOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SOMITOGENESIS ABI1 ALDH1A2 ATM AXIN2 BMPR1A CDX1 CDX2 COBL CRB2 DKK1 DLL1 DLL3 DMRT2 EP300 EPB41L5 FOXB1 FOXC1 FOXC2 FOXF1 GDF3 HES7 KAT2A LEF1 LFNG LHX1 LRP6 MED12 MEOX1 MEOX2 MESP1 MESP2 MIB1 MSGN1 MYF5 MYF6 NKD1 NKX3-1 NLE1 NOTCH1 NRARP PALB2 PCDH8 PLXNA2 POFUT1 POGLUT1 PRKDC PSEN1 RBPJ RIPPLY1 RIPPLY2 SEMA3C SFRP1 SFRP2 SMAD3 SMAD4 TAF10 TBX18 TBX6 TBXT TCAP TCF15 TMED2 TP53 WNT3A WNT5A XRCC2 GOBP_SPECIFICATION_OF_ANIMAL_ORGAN_IDENTITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SPECIFICATION_OF_ANIMAL_ORGAN_IDENTITY AR AXIN2 BMP2 BMP4 CTNNB1 DKK1 EXT1 FGF1 FGF10 FGF2 FGF8 FGFR2 FOXH1 FRS2 GATA5 GDNF GLI3 HOXA11 HOXC11 ISL1 LRP2 MEF2C MESP1 PAX2 PAX8 RBPJ ROBO1 ROBO2 SIX1 SMARCD3 SPRY1 TBR1 WNT11 WNT2 WNT2B WNT5A GOBP_SPECIFICATION_OF_SYMMETRY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SPECIFICATION_OF_SYMMETRY ACVR1 ACVR2A ACVR2B AHI1 AIDA ALDH1A2 ALG5 ANKS6 AP1B1 APLNR ARL13B ARL6 ASB2 BBS5 BBS7 BICC1 C2CD3 CC2D2A CCDC103 CCDC39 CCDC40 CER1 CFAP45 CFAP52 CFAP53 CFC1 CFC1B CIROP CITED2 CLUAP1 CTNNB1 DAAM2 DAND5 DAW1 DDIT3 DISP1 DLL1 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAH11 DNAH5 DNAI1 DNAI2 DPCD DRC1 DVL1 DVL2 DYNC2H1 DYNC2LI1 ENG ENKUR FGF10 FGF8 FOLR1 FOXF1 FOXH1 FOXJ1 FOXN4 GALNT11 GAS8 GATA4 GREM1 GREM2 HAND1 HAND2 HIF1A IFT140 IFT172 IFT52 IFT57 IFT74 IHH KIF3B LBX1 LEFTY1 MEF2C MEGF8 MESP1 MIB1 MICAL2 MICOS10-NBL1 MKKS MKS1 MMP21 NBL1 NDRG4 NEK8 NKX2-5 NKX3-2 NODAL NOTCH1 NOTCH2 NOTO NPHP3 ODAD2 ODAD3 ODAD4 OFD1 OVOL2 PCSK6 PIERCE1 PIERCE2 PITX2 PKD1L1 PKD2 PSEN1 PSKH1 RFX3 RIPPLY2 RNF207 RPGRIP1L RTTN SETDB2 SHH SMAD2 SMAD3 SMO SOSTDC1 SOX17 SOX18 SRF STIL SUFU TBC1D32 TBX1 TBX2 TBX20 TBX3 TBX6 TDGF1 TDGF1P3 TGFBR2 TMED2 TMEM107 VANGL2 WIF1 WNT3A WNT5A WNT8B ZIC3 GOBP_SPERMATID_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SPERMATID_DIFFERENTIATION ABHD2 ACRBP ACTL7A ACTL9 ADAD1 ADAD2 ADCY10 AFF4 AGFG1 AKAP4 ARMC12 ARMC2 AXDND1 BAX BBS2 BBS4 BRDT BRIP1 BSPH1 C2CD6 CABYR CATSPER2 CATSPER3 CATSPER4 CATSPERD CATSPERE CATSPERZ CCDC136 CCDC38 CCDC42 CCDC62 CCDC63 CCNB1IP1 CCR6 CDYL CEP131 CEP57 CFAP157 CFAP206 CFAP221 CFAP43 CFAP44 CFAP47 CFAP54 CFAP58 CFAP65 CFAP69 CFAP73 CFAP97D1 CFTR CHD5 CIB1 DDX25 DEFB1 DHH DLD DMC1 DMRTC2 DNAH1 DNHD1 DPY19L2 DPY19L2P2 DRC7 DZIP1 EFCAB9 EHMT2 EIF4G3 ELSPBP1 EPC1 FAM9A FAM9B FAM9C FANCG FNDC3A FSIP2 FXR1 GALNTL5 GARIN1A GARIN1B GK2 GLI1 H1-7 H2BC1 H3-3A H3-3B HMGB2 HOOK1 HSPA2 IFT81 ING2 IQCF1 IQCG IQCN JAM2 JAM3 KAT5 KDM3A KIT KLC3 KLHL10 KNL1 MAST2 MEIG1 MEIOC MFSD14A MKKS MNS1 NECTIN2 NEURL1 NME5 NPHP1 NSUN2 OCA2 OSBP2 PACRG PAEP PAFAH1B1 PANK2 PCSK4 PDILT PFN4 PITHD1 PIWIL1 PLA2G3 PLD6 PLN PRKACA PRKG1 PRM1 PRM2 PSME4 PTCH1 PYGO1 PYGO2 QKI RAN RBM46 REC8 RFX2 RHBDD1 RIMBP3 RIMBP3B RIMBP3C RNF17 RNF8 ROPN1 ROPN1B ROPN1L RSPH1 RSPH6A SBF1 SELENOF SEMG1 SEMG2 SEPTIN14 SEPTIN4 SIX5 SLC22A14 SLC26A3 SLC26A6 SLC9A8 SLIRP SMARCA2 SOX30 SPACA1 SPACDR SPAG16 SPAG17 SPAG6 SPANXB1 SPATA16 SPEF2 SPEM1 SPEM3 SPINK1 SPINK2 SPO11 SPPL2C SRPK1 STRBP SUFU SUN5 SYCP1 SYCP3 TBC1D20 TBC1D21 TBPL1 TCP11 TCP11X1 TDRD5 TMEM119 TMF1 TNP1 TNP2 TPGS1 TRIP13 TSSK1B TSSK2 TSSK4 TSSK6 TTC12 TTC21A TTC26 TTLL1 TUBA8 UBE2B UBE2J1 VDAC3 VPS13B VPS54 YTHDC2 ZMYND15 ZPBP ZPBP2 GOBP_SPERMATID_NUCLEUS_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SPERMATID_NUCLEUS_DIFFERENTIATION AGFG1 BRDT CHD5 DMRTC2 EPC1 H1-7 H2BC1 HMGB2 KAT5 KDM3A MFSD14A NECTIN2 PIWIL1 PRM1 PSME4 PYGO1 PYGO2 RNF8 SELENOF SRPK1 SYCP1 SYCP3 TBPL1 TMF1 TNP1 TNP2 TSSK6 GOBP_SPERMIDINE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SPERMIDINE_METABOLIC_PROCESS AMD1 DHPS HDAC10 HDAC6 PAOX SAT1 SAT2 SATL1 SRM GOBP_SPERMIDINE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SPERMIDINE_TRANSPORT SLC18B1 SLC22A1 SLC22A16 SLC22A2 SLC22A3 GOBP_SPERMINE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SPERMINE_METABOLIC_PROCESS AMD1 PAOX SAT2 SMOX SMS GOBP_SPERM_AXONEME_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SPERM_AXONEME_ASSEMBLY ARMC2 BBS2 CEP131 CFAP157 CFAP206 CFAP43 CFAP44 CFAP47 CFAP58 CFAP65 CFAP69 CFAP97D1 DNAH1 DRC7 FSIP2 IQCG MEIG1 MNS1 NEURL1 PLA2G3 SPAG16 SPAG6 SPEF2 TBC1D21 TPGS1 TTC12 TTLL1 UBE2B GOBP_SPERM_CAPACITATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SPERM_CAPACITATION ABHD2 BSPH1 C2CD6 CABYR CATSPER2 CATSPER3 CATSPER4 CATSPERD CATSPERE CATSPERZ CCR6 CFTR DEFB1 DLD EFCAB9 ELSPBP1 IQCF1 PAEP PCSK4 PRKACA ROPN1 ROPN1B ROPN1L SEMG1 SEMG2 SLC22A14 SLC26A3 SLC26A6 SPINK1 TCP11 TCP11X1 GOBP_SPERM_DNA_CONDENSATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SPERM_DNA_CONDENSATION BRDT CHD5 EPC1 H1-7 H2BC1 KAT5 PIWIL1 PRM1 PSME4 RNF8 SELENOF SRPK1 SYCP1 SYCP3 TNP1 TNP2 TSSK6 GOBP_SPERM_EGG_RECOGNITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SPERM_EGG_RECOGNITION ACR ADAM18 ADAM2 ADAM32 ALDOA ASTL ATP8B3 B4GALT1 CCT2 CCT3 CCT4 CCT5 CCT7 CCT8 CD9 CLGN CRISP1 DCST1 DCST2 FETUB FOLR1 FOLR2 FOLR3 FREY1 HSPA1L IZUMO1 IZUMO1R LY6K OVGP1 PAEP PCSK4 PRSS37 PRSS55 SPA17 SPACA3 SPACA4 SPAM1 SPESP1 SPPL2C TCP1 TEX101 TMPRSS12 UBAP2L VDAC2 ZAN ZP1 ZP2 ZP3 ZP4 ZPBP ZPBP2 GOBP_SPERM_EJACULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SPERM_EJACULATION ACVR2A AVPR1A OXTR SLC6A4 TACR1 GOBP_SPERM_FLAGELLUM_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SPERM_FLAGELLUM_ASSEMBLY AKAP4 ARMC12 ARMC2 BBS2 CCDC38 CEP131 CFAP157 CFAP206 CFAP221 CFAP43 CFAP44 CFAP47 CFAP54 CFAP58 CFAP65 CFAP69 CFAP97D1 DNAH1 DNHD1 DRC7 DZIP1 FSIP2 GK2 IFT81 IQCG KLC3 MEIG1 MNS1 NEURL1 PFN4 PLA2G3 RSPH6A SPAG16 SPAG6 SPEF2 TBC1D21 TPGS1 TTC12 TTLL1 UBE2B VDAC3 GOBP_SPERM_MITOCHONDRIAL_SHEATH_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SPERM_MITOCHONDRIAL_SHEATH_ASSEMBLY ARMC12 CFAP58 GK2 KLC3 TBC1D21 VDAC3 GOBP_SPERM_MOTILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SPERM_MOTILITY ADCY3 AKAP4 APOB ARMC12 ARMC2 ASH1L ATP1A4 ATP2B4 BBS2 C2CD6 CABS1 CATSPER1 CATSPER2 CATSPER3 CATSPER4 CATSPERD CATSPERE CATSPERZ CCDC38 CCDC39 CCDC40 CCR6 CELF3 CEP131 CFAP157 CFAP206 CFAP221 CFAP251 CFAP43 CFAP44 CFAP45 CFAP47 CFAP52 CFAP54 CFAP58 CFAP65 CFAP69 CFAP97D1 CHRNA7 CLXN DDX4 DEFB1 DNAAF11 DNAAF6 DNAH1 DNAH11 DNAH5 DNAI1 DNAJA1 DNHD1 DPCD DRC7 DZIP1 EFCAB9 ENKUR ENO4 EPPIN FSIP2 GAPDHS GARIN2 GAS8 GK2 HOATZ IFT81 ING2 INPP5B INTS13 IQCF1 IQCG KIF9 KLC3 LDHC LZTFL1 MEIG1 MNS1 NEURL1 NME8 NPHP4 ODAD3 PFN4 PGAM4 PGK2 PLA2G3 PLTP PRDM14 PRM3 PRSS55 QRICH2 RGN RNASE10 ROPN1 ROPN1B ROPN1L RSPH6A SEMG1 SEMG2 SEPTIN4 SLC22A14 SLC22A16 SLC9B1 SLC9B2 SLC9C1 SLIRP SMCP SORD SPAG16 SPAG6 SPEF2 SPEM1 SPEM3 TAC4 TACR1 TACR2 TACR3 TBC1D21 TCTE1 TEKT2 TEKT3 TEX101 TEX43 TMF1 TNP1 TPGS1 TPPP2 TSSK4 TTC12 TTC21A TTLL1 TTLL3 TTLL8 TTLL9 UBE2B VDAC3 VPS13A GOBP_SPHINGOID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SPHINGOID_METABOLIC_PROCESS ABCA2 ACER1 ACER2 ACER3 ASAH1 ASAH2 DEGS2 GBA1 KDSR NAAA PLPP1 PLPP2 PLPP3 SGPP1 SGPP2 SPHK1 SPHK2 SPTLC1 SPTLC2 SPTLC3 SPTSSA SPTSSB GOBP_SPHINGOLIPID_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SPHINGOLIPID_BIOSYNTHETIC_PROCESS A3GALT2 A4GALT ABCA2 ABCA8 ACER1 ACER2 ACER3 AGK ALDH3B1 ALDH3B2 ALOX12B ALOXE3 ASAH1 ASAH2 B3GALT1 B3GALT2 B3GALT4 B4GALNT1 B4GALT3 B4GALT4 B4GALT5 B4GALT6 C20orf173 CCN1 CERKL CERS1 CERS2 CERS3 CERS4 CERS5 CERS6 CLN8 CSNK1G2 CYP4F22 DEGS1 DEGS2 ELOVL1 ELOVL2 ELOVL3 ELOVL4 ELOVL5 ELOVL6 ELOVL7 ENPP7 FA2H FUT6 FUT9 GAL3ST1 GBA1 HACD1 HACD2 HACD3 HACD4 KDSR LARGE1 ORMDL1 ORMDL2 ORMDL3 OSBP P2RX1 P2RX7 PEMT PLA2G6 PLPP1 PLPP2 PLPP3 PNPLA1 PPM1L PRKAA1 PRKCD PRKD1 PRKD2 PRKD3 SAMD8 SGMS1 SGMS2 SGPL1 SGPP1 SGPP2 SIRT3 SMPD1 SMPD2 SMPD4 SPHK1 SPHK2 SPNS2 SPTLC1 SPTLC2 SPTLC3 SPTSSA SPTSSB ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL5 ST6GALNAC3 ST6GALNAC4 ST6GALNAC5 ST6GALNAC6 ST8SIA1 ST8SIA2 ST8SIA3 ST8SIA4 ST8SIA5 ST8SIA6 TLCD3B TM9SF2 UGCG UGT8 VAPA GOBP_SPHINGOLIPID_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SPHINGOLIPID_CATABOLIC_PROCESS ACER1 ACER2 ACER3 ASAH1 ASAH2 ASAH2B CEL ENPP2 ENPP7 GALC GBA1 GBA2 GBA3 GLA GM2A HEXA HEXB LCT NEU1 NEU2 NEU3 NEU4 PPT1 PRKCD SGPL1 SMPD1 SMPD2 SMPD3 SMPD4 SMPDL3A SMPDL3B SPHK1 VPS54 GOBP_SPHINGOLIPID_MEDIATED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SPHINGOLIPID_MEDIATED_SIGNALING_PATHWAY AKT1 EZR GPR6 KLF14 MFSD2B PIK3CB PIK3CG PLPP3 RAC1 S1PR1 S1PR2 S1PR3 S1PR4 S1PR5 SMPD3 SPHK1 SPHK2 SPNS2 GOBP_SPHINGOLIPID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SPHINGOLIPID_METABOLIC_PROCESS A3GALT2 A4GALT ABCA12 ABCA2 ABCA8 ACER1 ACER2 ACER3 AGK ALDH3B1 ALDH3B2 ALOX12B ALOXE3 ARV1 ASAH1 ASAH2 ASAH2B B3GALNT1 B3GALT1 B3GALT2 B3GALT4 B4GALNT1 B4GALT3 B4GALT4 B4GALT5 B4GALT6 BAX C20orf173 CCN1 CEL CERK CERKL CERS1 CERS2 CERS3 CERS4 CERS5 CERS6 CERT1 CLN6 CLN8 CPTP CREM CSNK1G2 CYP4F22 DEGS1 DEGS2 ELOVL1 ELOVL2 ELOVL3 ELOVL4 ELOVL5 ELOVL6 ELOVL7 ENPP2 ENPP7 FA2H FADS3 FUT3 FUT5 FUT6 FUT7 FUT9 GAL3ST1 GALC GBA1 GBA2 GBA3 GLA GLB1 GLTP GM2A HACD1 HACD2 HACD3 HACD4 HEXA HEXB HTRA2 ITGB8 KDSR KIT LARGE1 LCT NAAA NAGLU NEU1 NEU2 NEU3 NEU4 NSMAF ORMDL1 ORMDL2 ORMDL3 OSBP P2RX1 P2RX7 PEMT PLA2G15 PLA2G6 PLPP1 PLPP2 PLPP3 PNPLA1 PPM1L PPP2CA PPP2R1A PPT1 PRKAA1 PRKCD PRKD1 PRKD2 PRKD3 PSAP PSAPL1 SAMD8 SERINC1 SFTPB SGMS1 SGMS2 SGPL1 SGPP1 SGPP2 SIRT3 SMPD1 SMPD2 SMPD3 SMPD4 SMPDL3A SMPDL3B SPHK1 SPHK2 SPNS2 SPTLC1 SPTLC2 SPTLC3 SPTSSA SPTSSB ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL5 ST6GALNAC3 ST6GALNAC4 ST6GALNAC5 ST6GALNAC6 ST8SIA1 ST8SIA2 ST8SIA3 ST8SIA4 ST8SIA5 ST8SIA6 SUMF1 TECR TEX2 TH TLCD3B TM9SF2 UGCG UGT8 VAPA VPS54 ZPBP2 GOBP_SPHINGOLIPID_TRANSLOCATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SPHINGOLIPID_TRANSLOCATION ABCA1 ABCA2 ABCB1 ABCB4 ABCC1 GOBP_SPHINGOMYELIN_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SPHINGOMYELIN_BIOSYNTHETIC_PROCESS ABCA8 ORMDL1 ORMDL3 OSBP PEMT SAMD8 SGMS1 SGMS2 SPTLC1 SPTLC2 VAPA GOBP_SPHINGOMYELIN_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SPHINGOMYELIN_CATABOLIC_PROCESS ENPP7 PRKCD SMPD1 SMPD2 SMPD3 SMPD4 SMPDL3A SMPDL3B GOBP_SPHINGOMYELIN_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SPHINGOMYELIN_METABOLIC_PROCESS ABCA2 ABCA8 ENPP7 ORMDL1 ORMDL3 OSBP PEMT PRKCD SAMD8 SGMS1 SGMS2 SMPD1 SMPD2 SMPD3 SMPD4 SMPDL3A SMPDL3B SPTLC1 SPTLC2 VAPA GOBP_SPHINGOSINE_1_PHOSPHATE_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SPHINGOSINE_1_PHOSPHATE_RECEPTOR_SIGNALING_PATHWAY AKT1 EZR GPR6 MFSD2B PIK3CB PIK3CG RAC1 S1PR1 S1PR2 S1PR3 S1PR4 S1PR5 SPHK1 SPHK2 SPNS2 GOBP_SPHINGOSINE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SPHINGOSINE_BIOSYNTHETIC_PROCESS ABCA2 ACER1 ACER2 ACER3 ASAH1 ASAH2 GBA1 SPHK1 SPHK2 SPTLC1 SPTLC2 SPTLC3 SPTSSA SPTSSB GOBP_SPINAL_CORD_ASSOCIATION_NEURON_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SPINAL_CORD_ASSOCIATION_NEURON_DIFFERENTIATION ASCL1 GDF7 GSX1 GSX2 LHX1 LHX3 LHX5 LMO4 MDGA1 TAL1 WNT1 WNT3A GOBP_SPINAL_CORD_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SPINAL_CORD_DEVELOPMENT ABT1 ACTL6A ADARB1 ASCL1 CD320 CHRD CLN8 DAAM2 DAB1 DBX1 DCC DCTN1 DLL1 DLL4 DMRT3 DRAXIN DRGX DYNC2H1 EED ERCC2 FOXB1 FOXN4 GATA2 GBX1 GDF11 GDF7 GDNF GIGYF2 GLI2 GLI3 GRIA1 GSX1 GSX2 HOXB8 HOXC10 HOXD10 IFT122 IFT172 INTU ISL1 ISL2 LBX1 LHX1 LHX3 LHX4 LHX5 LMO4 LOXL3 LRP8 MDGA1 MDGA2 MECP2 MED12 MNX1 MPST NEFL NEUROG3 NF1 NKX2-2 NOG NOTCH1 OLIG2 OLIG3 PAX6 PBX3 PHGDH PHOX2A PKD1 PKD2 PLXDC1 PROX1 PTCH1 PTPRS RELN RFX4 RFX8 SCYL1 SCYL3 SHH SLIT1 SMO SOX1 SOX11 SOX12 SOX13 SOX4 SOX6 SRD5A1 SUFU TAL1 TBX20 TCTN1 TULP3 UNCX VIT VLDLR VSTM5 WNT1 WNT3A ZC4H2 ZIC1 ZPR1 GOBP_SPINAL_CORD_MOTOR_NEURON_CELL_FATE_SPECIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SPINAL_CORD_MOTOR_NEURON_CELL_FATE_SPECIFICATION GLI3 HOXC10 HOXD10 ISL1 ISL2 LHX3 LMO4 MNX1 OLIG3 SUFU GOBP_SPINAL_CORD_MOTOR_NEURON_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SPINAL_CORD_MOTOR_NEURON_DIFFERENTIATION ABT1 CLN8 DYNC2H1 GBX1 GIGYF2 GLI3 HOXC10 HOXD10 IFT172 ISL1 ISL2 LBX1 LHX3 LHX4 LMO4 MDGA2 MNX1 NKX2-2 OLIG2 OLIG3 PHOX2A PTCH1 SCYL1 SCYL3 SHH SUFU TBX20 TCTN1 ZC4H2 GOBP_SPINAL_CORD_OLIGODENDROCYTE_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SPINAL_CORD_OLIGODENDROCYTE_CELL_DIFFERENTIATION ASCL1 NKX2-2 OLIG2 SOX13 SOX6 GOBP_SPINAL_CORD_PATTERNING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SPINAL_CORD_PATTERNING ASCL1 CHRD DBX1 DLL4 DMRT3 FOXN4 GDF11 GLI2 GLI3 IFT122 INTU LHX3 NKX2-2 RELN RFX4 RFX8 SHH SMO SOX1 SUFU TULP3 GOBP_SPINDLE_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SPINDLE_ASSEMBLY AAAS ABRAXAS1 ABRAXAS2 ARHGEF10 ASPM AURKA AURKB AURKC BCCIP BIRC5 CCDC61 CCDC69 CCNB2 CCSAP CDC20 CDCA8 CENPJ CEP192 CEP63 CEP97 CHEK2 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CLASP1 CLASP2 CSNK1D DCAF13 DDB1 DRG1 DYNC1H1 EML3 FBXO5 FLNA GOLGA2 GOLGA6A GOLGA6B GOLGA6C GOLGA6D GOLGA8A GOLGA8B GOLGA8CP GOLGA8DP GOLGA8G GOLGA8H GOLGA8IP GOLGA8J GOLGA8K GOLGA8M GOLGA8N GOLGA8O GOLGA8Q GOLGA8R GOLGA8S GOLGA8T GPSM2 GTF2B HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HDAC3 HNRNPU HSPA1A HSPA1B INCENP INO80 KASH5 KIF11 KIF23 KIF2A KIF3B KIF4A KIF4B KIFC1 KIFC2 KPNB1 LSM14A LZTS2 MAP10 MAP9 MAPK15 MAPRE1 MAPRE2 MAPRE3 MISP MLH1 MYBL2 MZT1 NCOR1 NDC80 NEK2 NEK6 NEK7 NUMA1 OFD1 PDCD6IP PIBF1 PLK1 POLDIP2 PRC1 PRICKLE1 PTEN RAB11A RACGAP1 RCC1 RHOA RNF4 RPS3 SAC3D1 SASS6 SENP6 SEPTIN1 SMC1A SMC3 SPAG5 SPICE1 STAG1 STAG2 STARD9 STIL TNKS TPR TPX2 TUBB TUBB1 TUBB8 TUBGCP2 TUBGCP3 TUBGCP4 TUBGCP5 TUBGCP6 VPS4B WASHC5 WRAP73 ZNF207 GOBP_SPINDLE_ASSEMBLY_INVOLVED_IN_FEMALE_MEIOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SPINDLE_ASSEMBLY_INVOLVED_IN_FEMALE_MEIOSIS AURKA CCNB2 DCAF13 DDB1 FBXO5 NDC80 PTEN SEPTIN1 TUBB8 GOBP_SPINDLE_ELONGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SPINDLE_ELONGATION AURKB AURKC BIRC5 CDCA8 INCENP KIF11 KIF23 KIF4A KIF4B MAP10 NUMA1 PPP2R1A PRC1 RACGAP1 GOBP_SPINDLE_LOCALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SPINDLE_LOCALIZATION ACTR2 ACTR3 ANKFN1 ASPM CDK5RAP2 CENPA CFL1 CLASP1 CLASP2 DCTN1 DYNC1H1 DYNLT1 ENKD1 ESPL1 FBXW11 FGF10 FMN2 GJA1 GPSM1 GPSM2 HDAC3 HTT INSC ITGB1 KASH5 KAT5 KIF25 KPNB1 LLGL1 LLGL2 MAD2L1 MAP4 MAPRE1 MCPH1 MISP MOS MYH9 NDC80 NDE1 NDEL1 NLRP5 NSFL1C NUMA1 NUSAP1 OOEP PAFAH1B1 PAX6 PKHD1 PLK1 SAPCD2 SPAG5 SPATA17 SPDL1 SPIRE1 SPIRE2 SPRY1 SPRY2 TLE6 UBXN2B WASL ZBED3 ZW10 GOBP_SPINDLE_MIDZONE_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SPINDLE_MIDZONE_ASSEMBLY AURKB AURKC BIRC5 CCDC69 CDCA8 INCENP KIF23 KIF4A KIF4B LZTS2 MAP10 MLH1 PRC1 RACGAP1 GOBP_SPINDLE_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SPINDLE_ORGANIZATION AAAS ABRAXAS1 ABRAXAS2 ANKRD53 ARHGEF10 ASPM ATRX AUNIP AURKA AURKB AURKC BCCIP BIRC5 BORA CCDC61 CCDC69 CCNB1 CCNB2 CCSAP CDC20 CDCA8 CENPE CENPH CENPJ CEP120 CEP126 CEP192 CEP63 CEP72 CEP97 CHD3 CHEK2 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CKAP5 CLASP1 CLASP2 CLTC CSNK1D DCAF13 DCTN1 DCTN2 DCTN6 DDB1 DLG1 DLGAP5 DRG1 DYNC1H1 EFHC1 EML1 EML3 ESPL1 EZR FAM110A FBXO5 FLNA FSD1 GNAI1 GOLGA2 GOLGA6A GOLGA6B GOLGA6C GOLGA6D GOLGA8A GOLGA8B GOLGA8CP GOLGA8DP GOLGA8G GOLGA8H GOLGA8IP GOLGA8J GOLGA8K GOLGA8M GOLGA8N GOLGA8O GOLGA8Q GOLGA8R GOLGA8S GOLGA8T GPSM2 GTF2B HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HDAC3 HNRNPU HSPA1A HSPA1B INCENP INO80 INTS13 KASH5 KIF11 KIF23 KIF2A KIF3B KIF4A KIF4B KIFC1 KIFC2 KIZ KNSTRN KPNB1 LIMK2 LSM14A LZTS2 MAP10 MAP1S MAP4 MAP9 MAPK15 MAPRE1 MAPRE2 MAPRE3 MECP2 MISP MLH1 MOS MYBL2 MYH9 MZT1 NCOR1 NDC80 NEK2 NEK6 NEK7 NTMT1 NUDC NUF2 NUMA1 NUP62 OFD1 PARP3 PCNT PDCD6IP PIBF1 PKD1 PLK1 PLK2 PLK3 POLDIP2 PPP2R1A PRC1 PRICKLE1 PSRC1 PTEN PTPA RAB11A RACGAP1 RAE1 RAN RCC1 RGS14 RHOA RMDN1 RNF4 RPS3 SAC3D1 SASS6 SBDS SENP6 SEPTIN1 SMC1A SMC3 SPAG5 SPAST SPATA17 SPC25 SPICE1 STAG1 STAG2 STARD9 STIL STMN1 SUGT1 SUN2 TACC1 TACC2 TACC3 TBCE TNKS TPPP TPR TPX2 TRIM36 TTK TUBB TUBB1 TUBB8 TUBG1 TUBG2 TUBGCP2 TUBGCP3 TUBGCP4 TUBGCP5 TUBGCP6 UVRAG VCP VPS4B WASHC5 WDR62 WRAP73 ZNF207 GOBP_SPLEEN_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SPLEEN_DEVELOPMENT ABL1 ADAM17 BARX1 BCL2 BCL2L11 BCL3 CACNB4 CDH17 CDKN2B CITED2 CTC1 EPB42 FADD FGF10 FLVCR1 HOXB4 JARID2 KMT2A LIPA NFKB2 NFKBIZ NKX2-3 NKX2-5 NKX3-2 ONECUT1 PBX1 PCID2 PITX2 PKN1 POLB PPP2R3C RBM15 RC3H1 RC3H2 RIPK3 SLC40A1 TCF21 TRAF3IP2 GOBP_SPLICEOSOMAL_COMPLEX_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SPLICEOSOMAL_COMPLEX_ASSEMBLY BUD13 CELF1 CELF2 CELF3 CELF4 CELF5 CELF6 CRNKL1 DDX1 DDX23 DDX39B DDX46 GCFC2 GEMIN2 GEMIN6 HTATSF1 ISY1 KHDC4 LUC7L LUC7L2 LUC7L3 NCBP1 NOL3 OVAAL PHF5A PRPF19 PRPF39 PRPF6 PSIP1 PTBP2 PUF60 RBM5 RBMX2 RNU1-4 RNU11 RNU2-1 RNU4ATAC RNU6ATAC RNVU1-1 RNVU1-14 RNVU1-15 RNVU1-17 RNVU1-19 RNVU1-2A RNVU1-3 RNVU1-4 RNVU1-6 RNVU1-7 RNVU1-8 RSRP1 SCAF11 SETX SF1 SF3A1 SF3A2 SF3A3 SF3B1 SF3B2 SF3B3 SF3B4 SF3B5 SF3B6 SFSWAP SLU7 SMN1 SMN2 SNIP1 SNRNP200 SNRPA1 SNRPB SNRPB2 SNRPC SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SRPK1 SRPK2 SRPK3 SRSF1 SRSF10 SRSF12 SRSF5 SRSF6 SRSF9 TAF12-DT TXNL4A USP39 WEE2-AS1 YTHDC1 ZRSR2 GOBP_SPLICEOSOMAL_CONFORMATIONAL_CHANGES_TO_GENERATE_CATALYTIC_CONFORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SPLICEOSOMAL_CONFORMATIONAL_CHANGES_TO_GENERATE_CATALYTIC_CONFORMATION ISY1 PRPF18 SNRNP200 XAB2 YJU2 GOBP_SPLICEOSOMAL_SNRNP_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SPLICEOSOMAL_SNRNP_ASSEMBLY AAR2 CD2BP2 CLNS1A COIL DDX20 GEMIN2 GEMIN4 GEMIN5 GEMIN6 GEMIN7 GEMIN8 LSM2 LSM4 PRMT5 PRMT7 PRPF19 PRPF3 PRPF31 PRPF6 PRPF8 RNU4-1 RNU4-2 RNU4ATAC RNU5A-1 RNU5B-1 RNU5D-1 RNU5E-1 RNU5F-1 RNU6-1 RNU6-7 RNU6-9 RNU6ATAC SART1 SART3 SMN1 SMN2 SNRPB SNRPC SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SNRPGP15 SRSF10 SRSF12 STRAP TGS1 TSSC4 USP4 WDR77 GOBP_SPLICEOSOMAL_TRI_SNRNP_COMPLEX_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SPLICEOSOMAL_TRI_SNRNP_COMPLEX_ASSEMBLY AAR2 CD2BP2 DDX20 LSM2 PRPF19 PRPF3 PRPF31 PRPF6 PRPF8 RNU4-1 RNU4-2 RNU4ATAC RNU5A-1 RNU5B-1 RNU5D-1 RNU5E-1 RNU5F-1 RNU6-1 RNU6-7 RNU6-9 RNU6ATAC SART3 SRSF10 SRSF12 TSSC4 USP4 GOBP_SPONTANEOUS_NEUROTRANSMITTER_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SPONTANEOUS_NEUROTRANSMITTER_SECRETION DOC2A DOC2B PRKN RIMS2 RPH3A RPH3AL STX1B SYT1 GOBP_SPONTANEOUS_SYNAPTIC_TRANSMISSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SPONTANEOUS_SYNAPTIC_TRANSMISSION AGER APP CBLN2 DOC2A DOC2B ITGB1 NSG1 PRKN RIMS2 RPH3A RPH3AL SLC12A2 STX1B SYT1 GOBP_SPROUTING_ANGIOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SPROUTING_ANGIOGENESIS ABL1 ACVRL1 ADAMTS9 ADGRA2 ADTRP AGTR1 AKT1 AKT3 ALOX5 ANGPT1 ANXA1 APELA APLNR BMP4 BMPER CARD10 CCBE1 CDH13 CEACAM1 CEMIP2 CIB1 CLEC14A CREB3L1 DLL1 DLL4 E2F2 E2F7 E2F8 EFNB2 EGR3 ENG EPHA2 EPHB4 EPN1 EPN2 ESM1 FBXW7 FGF1 FGF16 FGF18 FGF2 FGFBP1 FLT4 FOXC2 FUT1 GATA2 GHRL GHSR GLUL GPLD1 GREM1 HDAC5 HDAC7 HDAC9 HMOX1 IL10 IL12A IL12B ITGA5 ITGB1 ITGB1BP1 JAK1 JCAD JMJD6 JMJD8 KDR KLF2 KLF4 LEF1 LOXL2 MAP2K5 MAP3K3 MEOX2 MIA3 MIR1-1 MIR101-1 MIR10A MIR10B MIR1224 MIR125A MIR126 MIR132 MIR138-1 MIR146A MIR149 MIR150 MIR15A MIR15B MIR16-1 MIR17 MIR188 MIR18A MIR193A MIR196A1 MIR199A1 MIR19A MIR19B1 MIR200C MIR205 MIR206 MIR20A MIR21 MIR22 MIR221 MIR222 MIR2355 MIR23A MIR24-1 MIR26A1 MIR27A MIR27B MIR296 MIR29C MIR30B MIR30C1 MIR30E MIR31 MIR320A MIR329-1 MIR342 MIR34A MIR34B MIR34C MIR361 MIR375 MIR377 MIR410 MIR424 MIR483 MIR487B MIR494 MIR495 MIR497 MIR503 MIR885 MIR92A1 MIRLET7B MIRLET7F1 MMRN2 NAXE NGFR NOTCH1 NR2E1 NR4A1 NRARP NRP1 OTULIN PARVA PDCD10 PDPK1 PGF PIK3C2A PIK3CB PIK3R3 PKM PLK2 PPP1R16B PTGS2 PTK2B RAMP2 RECK RHOA RHOJ RNF213 ROBO1 RSPO3 S100A1 SEMA3E SEMA5A SEMA6A SLC39A12 SLIT2 SMAD1 SPRED1 SRF SRPX2 STARD13 SYNJ2BP TBXA2R TDGF1 TEK TGFB1 THBS1 TJP1 TMEM215 TNN TSPAN18 VEGFA VEGFB VEGFC VEGFD VSTM4 YJEFN3 GOBP_SRP_DEPENDENT_COTRANSLATIONAL_PROTEIN_TARGETING_TO_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SRP_DEPENDENT_COTRANSLATIONAL_PROTEIN_TARGETING_TO_MEMBRANE BHLHE40-AS1 GJD2-DT LOC101929130 RN7SL1 RN7SL2 RN7SL3 SEC61A1 SEC61A2 SEC61B SEC63 SNAP25-AS1 SRP14 SRP19 SRP54 SRP68 SRP72 SRP9 SRPRA SRPRB SSR3 TRAM1 TRAM1L1 TRAM2 TTC9-DT ZFAND2B GOBP_SRP_DEPENDENT_COTRANSLATIONAL_PROTEIN_TARGETING_TO_MEMBRANE_SIGNAL_SEQUENCE_RECOGNITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SRP_DEPENDENT_COTRANSLATIONAL_PROTEIN_TARGETING_TO_MEMBRANE_SIGNAL_SEQUENCE_RECOGNITION BHLHE40-AS1 GJD2-DT LOC101929130 RN7SL1 RN7SL2 RN7SL3 SNAP25-AS1 SRP19 SRP54 SRPRA SRPRB TTC9-DT GOBP_SRP_DEPENDENT_COTRANSLATIONAL_PROTEIN_TARGETING_TO_MEMBRANE_TRANSLOCATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SRP_DEPENDENT_COTRANSLATIONAL_PROTEIN_TARGETING_TO_MEMBRANE_TRANSLOCATION SEC61A1 SEC61A2 SEC61B SRP54 TRAM1 TRAM1L1 TRAM2 ZFAND2B GOBP_STABILIZATION_OF_MEMBRANE_POTENTIAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_STABILIZATION_OF_MEMBRANE_POTENTIAL CHCHD10 KCNK1 KCNK10 KCNK12 KCNK13 KCNK15 KCNK16 KCNK17 KCNK18 KCNK2 KCNK3 KCNK4 KCNK5 KCNK6 KCNK7 KCNK9 KCNN4 GOBP_STARTLE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_STARTLE_RESPONSE ADORA2A BACE1 CHD8 CNTNAP2 CSMD1 CTNNA2 DRD1 DRD2 DRD3 DVL1 GLRA1 GLRB GRID2 GRIN2A GRIN2D GRIN3A KCNA1 MECP2 NPAS1 NPR2 PENK PRKN PTEN SLC6A3 SLITRK6 TUBA1A UCN GOBP_STEM_CELL_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_STEM_CELL_DEVELOPMENT ACVR1 ALDH1A2 ANXA6 BCL2 BMP4 BMP7 BMPR1A CDC42 CDH2 CITED2 CORO1C CYP26C1 EDN1 EDN3 EDNRA EDNRB EFNB1 ENG ERBB4 FAM172A FGF19 FGF2 FN1 FOLR1 FOXC1 FOXC2 GBX2 GDNF HAND2 HES1 HIF1A HTR2B ISL1 JAG1 KBTBD8 KITLG KLHL12 LAMA5 MAPK1 MAPK3 MSI2 NOLC1 NRG1 NRP1 NRP2 NRTN OVOL2 PAX6 PDCD6 PEF1 PHACTR4 PHOX2B PITX2 PTPRC RADIL RDH10 RET SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SETD2 SHH SMO SNAI2 SOX10 SOX8 SOX9 TAPT1 TBX1 TCOF1 TWIST1 WNT7A GOBP_STEM_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_STEM_CELL_DIFFERENTIATION A2M ABL1 ACE ACVR1 ALDH1A2 ANXA6 BATF BBS12 BCL2 BGLAP BMP4 BMP7 BMPR1A CDC42 CDH2 CDK12 CDK13 CDK6 CDX2 CHD2 CHD3 CHD4 CITED2 CORO1C CTNNB1 CYP26C1 DHX36 DMRTA2 DNMT3L EDN1 EDN3 EDNRA EDNRB EEF1AKMT4-ECE2 EFNB1 EIF2AK2 ELL3 ENG EOMES EPCAM EPOP ERBB4 ERCC2 ESR1 ESRRB EXT1 EZH2 FAM172A FBXL17 FGF19 FGF2 FGFR2 FN1 FOLR1 FOXA1 FOXC1 FOXC2 FOXO4 FRZB FZD1 GATA6 GATAD2A GATAD2B GBX2 GDNF GPM6A GREM1 GSC GSK3B HAND2 HDAC1 HDAC2 HES1 HES5 HESX1 HIF1A HMGA2 HNF1B HNRNPU HOXA7 HOXB4 HOXD4 HSPA9 HTR2B ISL1 ITCH ITGB1 JAG1 JARID2 KAT5 KBTBD8 KDM3A KDM4C KIT KITLG KLHL12 KRT14 LAMA5 LBH LIF LIN28A LMBR1L LRP6 LTBP3 MAPK1 MAPK14 MAPK3 MBD3 MED1 MEF2C MEOX1 METTL3 METTL5 MIR146A MIR346 MLLT3 MSI2 MSX1 MSX2 MTA1 MTA2 MTA3 MTCH2 MTF2 MYOCD N4BP2L2 NELFB NFE2L2 NKX2-5 NOG NOLC1 NOTCH1 NRG1 NRP1 NRP2 NRTN NSUN2 NUDT21 OCIAD1 OSM OSR1 OTUD5 OVOL2 PAX2 PAX6 PDCD6 PDGFRA PDX1 PEF1 PHACTR4 PHF19 PHF5A PHOX2B PITX2 PRICKLE1 PRKDC PSMD11 PTN PTPRC PUM1 PUS7 PWP1 RADIL RBBP4 RBBP7 RBM24 RBPJ RDH10 REST RET RPS7 RUNX2 SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SETD1A SETD2 SETD6 SFRP1 SFRP2 SH2B3 SHC4 SHH SIRT6 SIX1 SLC4A11 SLC9A1 SMAD4 SMO SMYD5 SNAI2 SOX10 SOX17 SOX18 SOX21 SOX5 SOX6 SOX8 SOX9 SP7 SRF STAT3 TACSTD2 TAL1 TAPT1 TBX1 TBX2 TBX3 TBX5 TBXT TCF15 TCOF1 TEAD2 TGFB2 TP53 TP63 TRIM6 TWIST1 UFL1 WNT10A WNT3 WNT7A WNT8A XRCC5 YAP1 YTHDF2 ZFP36 ZFP36L2 ZIC3 ZNF281 GOBP_STEM_CELL_DIVISION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_STEM_CELL_DIVISION BMI1 CDK2AP2 CUL3 ESRRB ETV5 EVI2B EXT1 FUT10 FZD7 GNL3 HOXB4 ING2 LBH MIR145 MLLT3 NAP1L2 NCOA3 NOTCH1 PAFAH1B1 PRDM15 SFRP2 SMYD5 SOX17 TDRD12 TGFB2 TIAL1 WNT3A WNT7A WWTR1 ZBTB16 ZFP36L2 GOBP_STEM_CELL_FATE_COMMITMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_STEM_CELL_FATE_COMMITMENT DMRTA2 EDN1 EDNRA GSC SFRP1 SFRP2 SOX17 SOX18 SOX9 WNT8A GOBP_STEM_CELL_FATE_SPECIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_STEM_CELL_FATE_SPECIFICATION DMRTA2 GSC SFRP2 SOX17 SOX18 SOX9 GOBP_STEM_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_STEM_CELL_PROLIFERATION ABCB1 ACE AGO3 ARIH2 ATXN1L AXIN2 BABAM1 BRCA2 BYSL CCNE1 CD109 CD34 CDKN2C CEBPA CITED1 CTC1 CTNNB1 DGCR8 EIF2AK2 ELL3 EPCAM ERCC2 ETV6 FBLN1 FERMT1 FERMT2 FGF10 FGF2 FGF4 FGF8 FGF9 GBA1 GJA1 GLI3 HMGA2 HMGB2 HMX2 HNRNPU HOXA3 HOXB4 IRF6 KAT7 KDF1 KDM1A KDR KITLG LIG4 LTBP3 MECOM MIR16-1 MIR181A2 MIR221 MIR222 MIR29B1 MIR320A MIR320B1 MIR320B2 MIR320C1 MIR320C2 MIR320D1 MIR320D2 MIR320E MIR93 N4BP2L2 NANOG NES NF1 NF2 NFIB NKAP NOTCH1 NR2E1 OSR2 OVOL1 OVOL2 PBX1 PDCD2 PIM1 PRRX1 PTCH1 PTPRC RARB RARG RBPJ RNF43 RUNX1 RUNX2 SART3 SFN SFRP2 SHB SHH SHOX2 SIRT6 SIX2 SNAI2 SOX11 SOX17 SOX18 SOX9 TBX3 TERT TGFB1 TGFBR1 TGFBR2 THPO TIAL1 TP53 TP63 TRIM71 TSC22D1 VEGFC WNT1 WNT10B WNT11 WNT2B WNT3 WNT5A WNT7B XRCC5 YAP1 YJEFN3 YTHDF2 ZFP36L1 ZNRF3 GOBP_STEROID_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_STEROID_BIOSYNTHETIC_PROCESS ABCA2 ABCB11 ABCD3 ABCG1 ABCG4 ACAA2 ACBD3 ACLY ACOT8 ACOX2 ADM AKR1B1 AKR1B15 AKR1C3 AKR1C4 AKR1D1 AMACR APOA1 APOB APOE AQP8 ARMC5 ARV1 ASAH1 ATP1A1 BAAT BGLAP BMP2 BMP5 BMP6 CACNA1H CES1 CFTR CGA CH25H CLCN2 CREB1 CRH CYB5R1 CYB5R2 CYB5R3 CYP11A1 CYP11B1 CYP11B2 CYP17A1 CYP19A1 CYP1A1 CYP21A2 CYP27A1 CYP27B1 CYP2R1 CYP39A1 CYP3A4 CYP3A7 CYP46A1 CYP51A1 CYP7A1 CYP7B1 CYP8B1 DAB2 DDX20 DGKQ DHCR24 DHCR7 DHH DHRS11 DKK3 DKKL1 EBP EGR1 ERG28 ERLIN1 ERLIN2 FAXDC2 FDFT1 FDPS FDX1 FDXR FGF1 FGF19 FGFR4 FSHB G6PD GFI1 GPRC6A H6PD HINT2 HMGCR HMGCS1 HMGCS2 HSD17B1 HSD17B10 HSD17B11 HSD17B12 HSD17B2 HSD17B3 HSD17B6 HSD17B7 HSD17B8 HSD3B1 HSD3B2 HSD3B7 IDI1 IDI2 IFNG IGF1R IGFBP7 IL1A INSIG1 INSIG2 LBR LEP LHB LHCGR LIPA LPCAT3 LSS MALRD1 MBTPS1 MBTPS2 MED1 MIR182 MIR185 MIR30C1 MIR33A MIR342 MIR548P MIR96 MIR98 MSMO1 MVD MVK NFKB1 NPC1L1 NR0B1 NR1D1 NR1H4 NR3C1 NR5A1 NSDHL OSBP OSBPL1A OSBPL2 OSBPL3 OSBPL6 OSBPL7 OSBPL9 PBX1 PDE8B PLPP6 PMVK PRKAA1 PRKAA2 PRKAG2 PRKG1 PRLR PROX1 RDH8 REST SC5D SCAP SCP2 SDR42E1 SDR42E2 SEC14L2 SF1 SIRT1 SLC27A2 SLC27A5 SNAI1 SNAI2 SOD1 SQLE SRD5A1 SRD5A2 SRD5A3 SREBF1 SREBF2 STAR STARD3 STARD4 TM7SF2 TNF TSPO WNT4 GOBP_STEROID_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_STEROID_CATABOLIC_PROCESS AKR1D1 APOE CYP19A1 CYP1A2 CYP24A1 CYP27A1 CYP27B1 CYP39A1 CYP3A4 CYP46A1 CYP7A1 FGF23 HSD11B1 HSD17B11 HSD17B14 HSD17B6 SCARB1 SCARF1 SNX17 SPP1 SRD5A1 SRD5A2 STS SULT1E1 YWHAH GOBP_STEROID_HORMONE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_STEROID_HORMONE_BIOSYNTHETIC_PROCESS ADM AKR1B1 AKR1B15 ATP1A1 BMP2 BMP5 BMP6 CACNA1H CLCN2 CRH CYP11A1 CYP11B1 CYP11B2 CYP17A1 CYP19A1 CYP21A2 DAB2 DGKQ DHRS11 DKK3 EGR1 FSHB H6PD HSD17B1 HSD17B11 HSD17B12 HSD17B2 HSD17B3 HSD17B6 HSD17B7 HSD17B8 HSD3B1 HSD3B2 LHB MED1 NR3C1 RDH8 REST SRD5A1 SRD5A2 SRD5A3 STARD3 TSPO WNT4 GOBP_STEROID_HORMONE_MEDIATED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_STEROID_HORMONE_MEDIATED_SIGNALING_PATHWAY ABHD2 AR ARID1A BMAL1 BRCA1 CALCOCO1 CALR CARM1 CLOCK CNOT1 CNOT2 CNOT9 CRY1 CRY2 CST11 CYP7B1 DAB2 DAXX DDRGK1 DDX17 DDX5 DDX54 DEFA1 DEFA1B DEFA3 DNAAF4 DNAJA1 EGLN2 EP300 ESR1 ESR2 ESRRA ESRRB ESRRG FKBP4 FOXA1 FOXH1 FOXP1 GHRHR GPER1 HDAC1 HDAC6 HEYL ISL1 JAK2 KANK2 KDM1A KDM3A KDM4C KDM5D KMT2D LATS1 LBH LMO3 MAPK1 MED1 NCOA4 NCOR1 NCOR2 NEDD4 NKX3-1 NODAL NR0B1 NR1D1 NR2C1 NR2E1 NR2E3 NR3C1 NR3C2 NR4A3 OR51E2 PADI2 PAGR1 PAK1 PAQR7 PAQR8 PARK7 PARP1 PDE3A PER1 PGR PGRMC2 PHB1 PHB2 PIAS2 PKN1 PLPP1 PMEPA1 POU4F2 PPARA PPARD PPARGC1B PRMT2 PTGES3 RBFOX2 RHOA RHOXF1 RNF14 RNF6 RWDD1 RXRA RXRB RXRG SAFB SAFB2 SCGB2A1 SCGB2A2 SFRP1 SIRT1 SKP2 SMARCA4 SRARP SRC STRN3 TADA3 TAF7 TCF21 TMF1 TP63 TRERF1 TRIM68 TRIP4 UBA5 UBE3A UBR5 UFL1 UFM1 UFSP2 USP26 VPS11 VPS18 WBP2 YAP1 YWHAH ZBTB7A ZDHHC7 ZMIZ1 ZNF366 GOBP_STEROID_HORMONE_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_STEROID_HORMONE_SECRETION AGT AGTR1 BMP6 C1QTNF1 CRH CRHR1 CRY1 CRY2 CYP19A1 DAB2 FZD4 GAL GALR1 GDF9 GHRL INHBA KCNQ1 KDM5B NKX3-1 POMC PTPN11 REN RETN SELENOM SPP1 TSPO WNK4 GOBP_STEROID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_STEROID_METABOLIC_PROCESS ABCA1 ABCA2 ABCA5 ABCB11 ABCD3 ABCG1 ABCG4 ACAA1 ACAA2 ACADL ACADVL ACBD3 ACLY ACOT8 ACOX2 ADM AFP AKR1B1 AKR1B15 AKR1C1 AKR1C2 AKR1C3 AKR1C4 AKR1D1 AMACR ANGPTL3 APOA1 APOA2 APOA4 APOB APOBR APOC1 APOE APOF APOL1 APOL2 APP AQP8 ARMC5 ARV1 ASAH1 ATP1A1 ATP8B1 BAAT BDH1 BGLAP BMP2 BMP5 BMP6 CACNA1H CAT CBR1 CEBPA CES1 CETP CFTR CGA CH25H CHST10 CLCN2 CLN6 CLN8 CREB1 CRH CUBN CYB5R1 CYB5R2 CYB5R3 CYP11A1 CYP11B1 CYP11B2 CYP17A1 CYP19A1 CYP1A1 CYP1A2 CYP1B1 CYP21A2 CYP24A1 CYP26A1 CYP26B1 CYP26C1 CYP27A1 CYP27B1 CYP2A6 CYP2B6 CYP2C19 CYP2C8 CYP2C9 CYP2D6 CYP2E1 CYP2R1 CYP39A1 CYP3A4 CYP3A43 CYP3A5 CYP3A7 CYP46A1 CYP4V2 CYP51A1 CYP7A1 CYP7B1 CYP8B1 DAB2 DDX20 DGKQ DHCR24 DHCR7 DHH DHRS11 DHRS2 DHRS4 DHRS9 DISP3 DKK3 DKKL1 EBP EBPL EDNRB EGR1 EPHX2 ERG28 ERLIN1 ERLIN2 ESR1 FAXDC2 FDFT1 FDPS FDX1 FDXR FECH FGF1 FGF19 FGF23 FGFR4 FMO5 FSHB G6PC1 G6PD GAL GBA1 GBA2 GC GFI1 GNB3 GPRC6A H6PD HDLBP HINT2 HMGCR HMGCS1 HMGCS2 HSD11B1 HSD11B2 HSD17B1 HSD17B10 HSD17B11 HSD17B12 HSD17B14 HSD17B2 HSD17B3 HSD17B4 HSD17B6 HSD17B7 HSD17B8 HSD3B1 HSD3B2 HSD3B7 IDI1 IDI2 IFNG IGF1R IGFBP7 IL1A IL4 INSIG1 INSIG2 KIT LBR LCAT LDLR LDLRAP1 LEP LEPR LGMN LHB LHCGR LIMA1 LIPA LIPC LIPE LPCAT3 LRP2 LRP5 LSS MALRD1 MBTPS1 MBTPS2 MECP2 MED1 MIR182 MIR185 MIR30C1 MIR33A MIR342 MIR548P MIR96 MIR98 MSMO1 MVD MVK NFE2L1 NFKB1 NPC1 NPC1L1 NPC2 NR0B1 NR0B2 NR1D1 NR1H4 NR1I2 NR3C1 NR5A1 NR5A2 NSDHL OSBP OSBPL1A OSBPL2 OSBPL3 OSBPL5 OSBPL6 OSBPL7 OSBPL9 PANK2 PBX1 PCSK9 PDE8B PDGFRA PIAS4 PIP4P1 PLEKHA1 PLPP6 PMVK PON1 PPARD PRKAA1 PRKAA2 PRKAG2 PRKG1 PRLR PROX1 RDH16 RDH5 RDH8 REST RORA RORC SC5D SCAP SCARB1 SCARF1 SCNN1B SCP2 SDR42E1 SDR42E2 SDR9C7 SEC14L2 SERPINA12 SERPINA6 SF1 SGPL1 SHH SIRT1 SLC22A24 SLC27A2 SLC27A5 SMPD1 SNAI1 SNAI2 SNX17 SOAT1 SOAT2 SOD1 SPP1 SQLE SRD5A1 SRD5A2 SRD5A3 SREBF1 SREBF2 STAR STARD3 STARD4 STAT5B STS STUB1 SULT1A1 SULT1A2 SULT1A3 SULT1A4 SULT1E1 SULT2A1 SULT2B1 SULT4A1 TIPARP TM7SF2 TNF TSKU TSPO TTC39B UGT1A1 UGT1A3 UGT1A4 UGT1A7 UGT1A8 UGT2A1 UGT2A2 UGT2A3 UGT2B10 UGT2B11 UGT2B15 UGT2B17 UGT2B28 UGT2B4 UGT2B7 VLDLR WNT4 YWHAH GOBP_STEROL_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_STEROL_BIOSYNTHETIC_PROCESS ABCA2 ABCG1 ABCG4 ACAA2 ACLY APOA1 APOB APOE AQP8 ARV1 CES1 CFTR CH25H CYB5R1 CYB5R2 CYB5R3 CYP51A1 CYP7A1 DHCR24 DHCR7 EBP ERG28 ERLIN1 ERLIN2 FAXDC2 FDFT1 FDPS FGF1 G6PD HMGCR HMGCS1 HMGCS2 HSD17B7 IDI1 IDI2 INSIG1 INSIG2 LBR LIPA LPCAT3 LSS MBTPS1 MBTPS2 MIR182 MIR185 MIR30C1 MIR342 MIR548P MIR96 MIR98 MSMO1 MVD MVK NPC1L1 NSDHL PLPP6 PMVK PRKAA1 PRKAA2 PRKAG2 SC5D SCAP SEC14L2 SOD1 SQLE SREBF1 SREBF2 TM7SF2 GOBP_STEROL_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_STEROL_HOMEOSTASIS ABCA1 ABCA2 ABCA5 ABCB11 ABCD1 ABCG1 ABCG4 ABCG5 ABCG8 ACSM1 ACSM3 AKR1C1 ANGPTL3 APOA1 APOA2 APOA4 APOA5 APOB APOC2 APOC3 APOE APOM CAV1 CAV3 CD24 CES1 CETP CNBP COMMD9 CYP39A1 CYP7A1 CYP7B1 DGAT2 DISP3 EHD1 EPHX2 FABP3 FABP4 FGFR4 G6PC1 GPIHBP1 GRAMD1B HDAC9 HNF4A IL18 INSIG1 LAMTOR1 LCAT LDLR LDLRAP1 LIMA1 LIPC LIPG LPL LRP5 MALL MALRD1 MED13 MINAR2 MIR128-1 MIR132 MIR144 MIR148A MIR182 MIR185 MIR19B1 MIR208A MIR27B MIR302A MIR30C1 MIR33B MIR34A MIR590 MTTP MYLIP NPC1 NPC1L1 NPC2 NR1D1 NR1H2 NR1H3 NR1H4 NR5A2 NUS1 PCSK9 PLA2G10 PLA2G12B PLSCR3 RALY RORA SCARB1 SEC24A SIRT1 SOAT1 SOAT2 SREBF2 TMEM97 TSKU TSPO TTC39B XBP1 GOBP_STEROL_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_STEROL_METABOLIC_PROCESS ABCA1 ABCA2 ABCA5 ABCG1 ABCG4 ACAA2 ACADL ACADVL ACLY AKR1D1 ANGPTL3 APOA1 APOA2 APOA4 APOB APOBR APOC1 APOE APOF APOL1 APOL2 APP AQP8 ARV1 CAT CEBPA CES1 CETP CFTR CH25H CLN6 CLN8 CUBN CYB5R1 CYB5R2 CYB5R3 CYP11A1 CYP11B1 CYP11B2 CYP19A1 CYP1A2 CYP1B1 CYP21A2 CYP26A1 CYP26B1 CYP26C1 CYP27A1 CYP2C9 CYP2D6 CYP39A1 CYP3A4 CYP46A1 CYP4V2 CYP51A1 CYP7A1 CYP7B1 CYP8B1 DGKQ DHCR24 DHCR7 DISP3 EBP EBPL EPHX2 ERG28 ERLIN1 ERLIN2 FAXDC2 FDFT1 FDPS FDX1 FDXR FECH FGF1 FMO5 G6PD GBA1 GBA2 GNB3 HDLBP HMGCR HMGCS1 HMGCS2 HSD17B7 IDI1 IDI2 IL4 INSIG1 INSIG2 LBR LCAT LDLR LDLRAP1 LEP LEPR LIMA1 LIPA LIPC LIPE LPCAT3 LRP5 LSS MBTPS1 MBTPS2 MIR182 MIR185 MIR30C1 MIR342 MIR548P MIR96 MIR98 MSMO1 MVD MVK NFE2L1 NPC1 NPC1L1 NPC2 NR0B2 NR1H4 NSDHL OSBPL1A OSBPL5 PCSK9 PIP4P1 PLPP6 PMVK PON1 PPARD PRKAA1 PRKAA2 PRKAG2 SC5D SCAP SCARB1 SCARF1 SEC14L2 SERPINA12 SMPD1 SNX17 SOAT1 SOAT2 SOD1 SQLE SREBF1 SREBF2 STAR STARD3 STARD4 SULT2A1 SULT2B1 TM7SF2 TSKU TTC39B VLDLR GOBP_STEROL_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_STEROL_TRANSPORT ABCA1 ABCA12 ABCA13 ABCA2 ABCA3 ABCA5 ABCA7 ABCA8 ABCB4 ABCG1 ABCG4 ABCG5 ABCG8 ADIPOQ AKR1C1 ANXA2 APOA1 APOA2 APOA4 APOA5 APOB APOC1 APOC2 APOC3 APOE APOM ARL8B ARV1 CAV1 CD36 CEL CES1 CETP CFTR CLU CYP8B1 EEPD1 EGF ENPP7 FURIN GPS2 GRAMD1A GRAMD1B GRAMD1C LAMTOR1 LCAT LDLR LDLRAP1 LEP LIMA1 LIPA LIPC LIPG LPCAT3 LRP1 LRP6 MIR128-1 MIR130B MIR144 MIR145 MIR148A MIR17 MIR19B1 MIR206 MIR26A1 MIR27A MIR27B MIR301B MIR302A MIR33A MIR33B MIR613 MIR758 MIR9-1 MSR1 MTTP NAXE NFKB1 NFKBIA NPC1 NPC1L1 NPC2 NR1H2 NR1H3 NUS1 OSBP OSBP2 OSBPL10 OSBPL11 OSBPL1A OSBPL2 OSBPL3 OSBPL5 OSBPL6 OSBPL7 OSBPL8 OSBPL9 PCSK9 PIP4K2A PLA2G10 PLTP PNLIP PON1 PPARG PTCH1 RELCH RXRA SCARB1 SCP2 SEC24A SERAC1 SHH SIRT1 SLC22A24 SOAT1 SOAT2 SPG11 SREBF2 STAR STARD3 STARD3NL STARD4 STARD5 STX12 SYT7 TPCN2 TREM2 TSKU TSPO TSPO2 TTC39B VAPA VAPB VPS4A VPS4B VPS51 VPS52 VPS53 VPS54 YJEFN3 ZDHHC8 GOBP_STOMACH_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_STOMACH_DEVELOPMENT ASCL1 EXT1 HES1 KCNQ1 NPHP3 GOBP_STORE_OPERATED_CALCIUM_ENTRY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_STORE_OPERATED_CALCIUM_ENTRY CASQ1 CD84 CRACR2A CRACR2B EFHB GRAMD2A HOMER1 HOMER2 HOMER3 JPH4 MIR424 MS4A1 ORAI1 ORAI2 ORAI3 SARAF SLC8B1 SPG11 SPINK1 STC2 STIM1 STIM2 GOBP_STRAND_INVASION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_STRAND_INVASION DMC1 PSMC3IP RAD51 RAD51D WRN XRCC2 GOBP_STRESS_ACTIVATED_PROTEIN_KINASE_SIGNALING_CASCADE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_STRESS_ACTIVATED_PROTEIN_KINASE_SIGNALING_CASCADE AGER AIDA AMBP ANKRD6 APP ARHGEF6 ARL6IP5 ATF2 AXIN1 BIRC7 BMP2 BMP4 CARD9 CASR CAV3 CCDC88C CCL19 CCL21 CCM2 CCN2 CCR7 CD27 CDC42EP5 COPS5 CRK CRKL CRYAB CYLD DAB2IP DACT1 DAXX DLG1 DNAJA1 DUSP1 DUSP10 DUSP16 DUSP19 DUSP22 DUSP3 DUSP9 EDA2R EDAR EGFR EIF2AK2 EPHB1 ERCC6 EZR F2RL1 FAS FCGR2B FGF19 FKTN FLT4 FOXM1 FOXO1 FZD7 GADD45A GADD45B GADD45G GDF6 GFRAL GPS1 GPS2 GREM1 GRIK2 GSTP1 HACD3 HAND2 HDAC3 HGF HIPK2 HIPK3 HMGB1 HRAS IGBP1 IGF1R IGFBP6 IKBKB IL1A IL1B IL26 INAVA IRAK1 IRAK4 ITCH KAT7 KCNJ8 KLHDC10 KLHL31 LEP LGALS9 LRRK2 LTBR LYN MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K6 MAP2K7 MAP3K10 MAP3K11 MAP3K12 MAP3K13 MAP3K20 MAP3K3 MAP3K4 MAP3K5 MAP3K7 MAP4K1 MAP4K2 MAP4K3 MAP4K4 MAPK1 MAPK10 MAPK11 MAPK13 MAPK14 MAPK3 MAPK8 MAPK8IP1 MAPK8IP2 MAPK8IP3 MAPK9 MAPKAPK2 MAPKBP1 MARVELD3 MBIP MDFIC MECOM MEN1 MFHAS1 MID1 MINK1 MIR181A2 MIR181B1 MIR181D MIR20A MIR92A1 MTURN MYC MYD88 NAIP NBR1 NCF1 NCOR1 NFKB1 NLRP1 NOD1 NOD2 NOX1 NPHS1 NPPA OPRK1 PAFAH1B1 PAGE4 PBK PDCD10 PDCD4 PER1 PHLPP1 PINK1 PJA2 PLCB1 PPIA PRDX1 PRKN PRMT1 PTGER4 PTK2B PTPN22 PYCARD QARS1 RAP2A RASGRP1 RASSF2 RB1CC1 RELL1 RELL2 RIPK1 RIPK2 RNF13 SASH1 SCIMP SDCBP SEMA3A SEMA4C SERPINB3 SERPINF2 SH2D3A SH2D3C SH3RF1 SH3RF2 SH3RF3 SIRPA SLAMF1 SMAD3 SPHK1 SPI1 STK25 STK26 STK3 STK39 STRADB TAOK1 TAOK2 TAOK3 TGFB2 TGFBR3 TIRAP TLR3 TLR4 TLR7 TLR9 TNF TNFRSF19 TNFSF11 TNIK TPD52L1 TRAF2 TRAF4 TREM2 TRIB1 TRPV4 ULK4 UNC5CL VEGFA WNT16 WNT5A WNT7A WNT7B XDH XIAP ZC3H12A ZFP36 ZFP36L1 ZMPSTE24 ZMYND11 ZNF622 ZNF675 GOBP_STRESS_FIBER_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_STRESS_FIBER_ASSEMBLY ABL1 ACTG1 ALMS1 APOA1 ARAP1 ARHGAP28 ARHGAP6 ARHGEF10 ARHGEF10L ARHGEF15 ARHGEF18 ARHGEF5 ARRB1 ASAP3 BAG4 BBS4 BRAF CARMIL1 CCDC88A CCN2 CD47 CDC42 CGNL1 CLASP1 CLASP2 CORO2B CUL3 DLC1 ELN EPHA1 EVL F11R FAM171A1 FERMT2 FHDC1 FHOD1 FRMD7 GPR65 INPP5K ITGB1 ITGB1BP1 ITGB5 KCTD13 LIMCH1 LIMK1 LPAR1 MET MIR138-1 MIR149 MIR20A MIR21 MKKS MTOR MYOC NF2 NRP1 PAK1 PAK2 PDCD10 PDLIM1 PFN1 PFN2 PHACTR1 PHLDB2 PIK3R1 PIK3R2 PPFIA1 PPM1E PPM1F PTGER4 PTK2B PXN RAC1 RAPGEF3 RGCC RHOA RHOC RHPN1 RHPN2 RHPN2P1 ROCK1 ROCK2 S100A10 S1PR1 SDC4 SERPINF2 SFRP1 SLC9A1 SMAD3 SORBS1 SORBS3 SRC SRF STMN1 SYNPO2L TACR1 TACSTD2 TESK1 TGFB3 TGFBR1 TJP1 TMEFF2 TNFAIP1 TPM1 TSC1 TTC8 WAS WASF2 WNT11 WNT4 ZEB2 ZYX GOBP_STRESS_GRANULE_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_STRESS_GRANULE_ASSEMBLY ATXN2 ATXN2L BICD1 C9orf72 CAPRIN1 CIRBP CSDE1 DAZAP2 DDX3X DDX6 DYNC1H1 EIF2S1 FMR1 G3BP1 G3BP2 GRB7 LSM14A MAPT OGFOD1 PRKAA1 PRKAA2 PRRC2C PUM2 RPS23 STYXL1 TIA1 UBAP2L USP10 YTHDF1 YTHDF2 YTHDF3 GOBP_STRESS_GRANULE_DISASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_STRESS_GRANULE_DISASSEMBLY DYRK3 KIF5B KLC1 VCP ZFAND1 GOBP_STRESS_INDUCED_PREMATURE_SENESCENCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_STRESS_INDUCED_PREMATURE_SENESCENCE BMAL1 CDKN1A MAPK14 MAPKAPK5 PLA2R1 SIRT1 TP53 WNT16 GOBP_STRIATED_MUSCLE_ADAPTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_STRIATED_MUSCLE_ADAPTATION ACTA1 ACTN3 ATP2A2 ATP2B4 BMP10 CACNA1S CAMK2B CAMK2G CAMTA2 CFLAR EZH2 FOXO1 GATA6 GSN GTF2IRD1 HDAC4 HEY2 IGFBP5 INPP5F KDM4A KLF15 LMNA MIR17 MIR199A1 MIR208A MIR208B MIR20A MIR214 MIR25 MIR34B MIR34C MIR499A MLIP MSTN MYH6 MYH7 MYMK MYOC MYOD1 MYOG MYOZ1 MYOZ2 NFATC1 NPPA PPARG PPP3CA RPS6KB1 SMAD3 SMAD4 TCAP TNNC1 TNNI1 TNNT1 TRIM63 TRPC3 GOBP_STRIATED_MUSCLE_ATROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_STRIATED_MUSCLE_ATROPHY ACTN3 CFLAR GSN MSTN MYOG RPS6KB1 TRIM63 GOBP_STRIATED_MUSCLE_CELL_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_STRIATED_MUSCLE_CELL_APOPTOTIC_PROCESS ADCY10 AMBRA1 APAF1 ATG5 ATP2A2 BAG3 BMP7 BMPR1A BNIP3 CAMK2A CAMK2D CAPN2 CFLAR CXCR2 ENG GATA4 GATA6 GNGT1 HAND2 HEY2 HSF1 HSP90AA1 JAK2 KIFAP3 LTK MAP3K5 MDK MIR106B MIR133A1 MIR145 MIR16-1 MIR17 MIR195 MIR199A1 MIR19A MIR19B1 MIR20A MIR21 MIR24-1 MIR30E MIR320A MIR34A MYOCD NFE2L2 NKX2-5 NUPR1 PAX8 PDPK1 POU4F2 PPP1R10 RGL2 RPS6KA2 SFRP2 SIRT4 SIRT5 SMAD4 TIGAR TP53 GOBP_STRIATED_MUSCLE_CELL_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_STRIATED_MUSCLE_CELL_DEVELOPMENT ACTA1 ACTC1 ACTG1 ACTL8 ACTN2 ADPRHL1 AKAP13 ANKRD1 ANKRD23 BMP10 CAPN3 CASQ1 CAV3 CFL2 CFLAR CSRP1 CSRP2 CSRP3 EDN1 FHOD3 FLII FLNC ITGB1 KLHL41 KRT19 KRT8 LARGE1 LDB3 LMOD1 LMOD2 LMOD3 MEF2A MIR1-1 MYH11 MYH3 MYH6 MYH7 MYL2 MYL9 MYLK3 MYOM2 MYOZ1 MYOZ2 MYPN NEB NEBL NKX2-5 NRAP OBSCN OBSL1 PDGFRA PDGFRB PGM5 PLEC PRKAR1A PRKD1 PROX1 SDC1 SIX4 SMAD4 SRF SYNPO2L TCAP TMOD1 TMOD2 TMOD3 TMOD4 TNNT1 TNNT2 TNNT3 TPM1 TTN WDR1 GOBP_STRIATED_MUSCLE_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_STRIATED_MUSCLE_CELL_DIFFERENTIATION ACADM ACTA1 ACTC1 ACTG1 ACTL8 ACTN2 ACTN3 ACVR1 ADAM12 ADAMTS15 ADAMTS5 ADGRB1 ADGRB3 ADPRHL1 ADRA1A AKAP13 AKAP6 AKT1 ALPK2 ALPK3 ANHX ANKRD1 ANKRD23 ARRB2 ASB2 ATG5 ATP11A AVPR1A BARX2 BCL2 BCL9 BDNF BHLHA15 BHLHE41 BIN3 BMP10 BMP2 BMP4 BMPR1A BVES CACNA1H CACNA1S CALR CAPN2 CAPN3 CASP3 CASP7 CASQ1 CAV2 CAV3 CBY1 CCN3 CD53 CD81 CD9 CDH2 CDK1 CDON CEACAM5 CFL2 CFLAR CHUK CNTNAP1 CSRP1 CSRP2 CSRP3 CTDP1 CXADR CXCL10 CXCL9 CYP26B1 DKK1 DLL1 DMPK DNER DOCK1 DOCK2 DOCK5 DYRK1B EDN1 EFNB2 EHD1 EHD2 ERVFRD-1 ERVW-1 EZH2 FBXO22 FHL2 FHOD3 FLII FLNC FLOT1 FOXP1 FRS2 FZD7 G6PD GATA4 GATA6 GDF15 GPX1 GREM1 GSK3A HDAC1 HDAC3 HDAC4 HDAC5 HDAC9 HEY2 HNRNPU HOMER1 HOPX IFT20 IGF1 IGF2 IGFBP5 IL4 IL4R IRX3 ISL1 ITGB1 JAM2 KAT2A KCNH1 KCNJ8 KDM6B KEL KLF5 KLHL40 KLHL41 KRAS KRT19 KRT8 LARGE1 LDB3 LMNA LMOD1 LMOD2 LMOD3 LRRC10 LRRC27 MAML1 MAMSTR MAP2K4 MAPK14 MEF2A MEF2C MEIS1 MESP1 MIR1-1 MIR133A1 MIR133B MIR195 MIR199A1 MIR199B MIR19A MIR19B1 MIR200B MIR204 MIR206 MIR208A MIR222 MIR23A MIR24-1 MIR499A MIR590 MMP14 MORF4L2 MSX1 MTLN MTOR MTPN MYEF2 MYF5 MYF6 MYH11 MYH3 MYH6 MYH7 MYH9 MYL2 MYL9 MYLK3 MYMK MYMX MYO18B MYOCD MYOD1 MYOG MYOM2 MYORG MYOZ1 MYOZ2 MYPN NAGLU NEB NEBL NEO1 NFATC2 NIBAN2 NKX2-5 NKX2-6 NLN NOS1 NOTCH1 NOX4 NPHS1 NRAP NRG1 OBSCN OBSL1 P2RX2 PARP2 PDGFRA PDGFRB PDLIM5 PGM5 PI16 PIEZO1 PLD3 PLEC PLEKHO1 PLPP7 POPDC2 POPDC3 PPARA PPP3CA PPP3CB PRICKLE1 PRKAR1A PRKD1 PRKG1 PROX1 PTGFRN RARA RARB RB1 RBM24 RBM38 RBPJ RCAN1 RGS2 RGS4 RIPOR2 RPL3L RYR1 SCGB3A1 SDC1 SELENON SGCB SGCD SHH SHOX2 SIK1 SIRT6 SIX1 SIX4 SKI SLC8A1 SLC9A1 SMAD4 SMO SMYD1 SMYD3 SORBS2 SORT1 SOX6 SPAG9 SPG11 SRF STAC3 SYNE1 SYNPO2L TANC1 TBX1 TBX18 TBX3 TBX5 TCAP TGFB1 TMEM119 TMEM182 TMOD1 TMOD2 TMOD3 TMOD4 TNFSF14 TNNT1 TNNT2 TNNT3 TOMM70 TPM1 TRIM32 TRIM72 TSC1 TTN VEGFA WDR1 WNT1 WNT10B WNT3A WNT8A WT1 XBP1 XK YY1 ZMPSTE24 GOBP_STRIATED_MUSCLE_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_STRIATED_MUSCLE_CELL_PROLIFERATION ABL1 AKIRIN1 ANGPT1 ANHX ARID2 BMP10 BMPR1A CAV2 CDK1 CFLAR CITED2 DIPK2A DSN1 EPHB1 ERBB4 FES FGF2 FGF20 FGF9 FGFR2 FOS FOXC1 FOXC2 GATA6 GLI1 HEY2 HGF JAK2 JARID2 KCNK2 KPNA1 MAPK11 MAPK14 MEF2C MEGF10 MIR1-1 MIR17HG MIR199A1 MIR199B MIR19B1 MIR200B MIR204 MIR222 MIR509-1 MIR548C MIR590 MIR873 MSTN MYB MYOG NDC80 NDRG4 NKX2-5 NOG NOTCH1 PAXBP1 PIM1 PPARD PRKAR1A RBP4 RBPJ RUNX1 SAV1 SELENON SHH SIX1 SIX5 SKI SMAD1 SRC SUGT1 TBX2 TBX20 TBX5 TENM4 TGFB2 TGFBR1 TGFBR3 TP73 VGLL4 WNT2 YAP1 ZFPM2 GOBP_STRIATED_MUSCLE_CONTRACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_STRIATED_MUSCLE_CONTRACTION ABCC9 ACE2 ACTN3 ADCY10 ADORA1 ADRA1A ADRA1B AKAP9 ALDOA ANK2 ARG2 ARHGEF11 ASB3 ATP1A1 ATP1A2 ATP1B1 ATP2A1 ATP2A2 ATP8A2 BIN1 BMP10 C12orf57 CACNA1C CACNA1D CACNA1G CACNA1S CACNA2D1 CACNB2 CALM1 CALM2 CALM3 CAMK2D CASQ1 CASQ2 CAV1 CAV3 CCDC78 CHGA CHRNA1 CHRND CHUK CLIC2 CSRP3 CTNNA3 CXCR4 DLG1 DMD DMPK DSC2 DSG2 DSP DTNA EHD3 FGF12 FGF13 FKBP1B FLNA GAA GATA4 GJA1 GJA5 GJC1 GPD1L GRK2 GSN GSTM2 GSTO1 HCN4 HOMER1 HRC HSP90AA1 JSRP1 JUP KBTBD13 KCNA5 KCND3 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNH2 KCNJ2 KCNJ3 KCNJ5 KCNJ8 KCNN2 KCNQ1 KLHL41 LARGE1 LMOD3 MAP2K3 MAP2K6 MIR1-1 MIR133A1 MIR200C MIR30E MIR328 MIR448 MTOR MYBPC3 MYBPH MYH14 MYH3 MYH6 MYH7 MYH8 MYL2 MYL3 MYL4 MYLK2 NEDD4L NKX2-5 NOS1 NOS1AP NPPA NR4A1 NUP155 P2RX4 PDE4B PDE4D PDE5A PGAM2 PIK3CA PIK3CG PKP2 PLN PPP1R13L PRKACA PRKD1 PVALEF RANGRF RCSD1 REM1 RGS2 RNF207 RPS6KB1 RYR1 RYR2 RYR3 SCN10A SCN1A SCN1B SCN2B SCN3B SCN4A SCN4B SCN5A SGCD SLC8A1 SLC8A3 SLC9A1 SMAD5 SMAD7 SMPX SNTA1 SRI STAC STAC2 STAC3 STC1 STRIT1 SUMO1 SYNM TAFAZZIN TCAP TMEM38A TMEM38B TNF TNNC1 TNNC2 TNNI1 TNNI2 TNNI3 TNNI3K TNNT1 TNNT2 TNNT3 TPM1 TRPM4 TRPV4 TTN UCN VEGFB VPS54 ZC3H12A GOBP_STRIATED_MUSCLE_TISSUE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_STRIATED_MUSCLE_TISSUE_DEVELOPMENT ABL1 ACADM ACTC1 ACTN2 ACVR1 ADAMTS9 ADPRHL1 ADRA1A AKAP13 AKAP6 ALDH1A2 ALPK2 ALPK3 ANKRD1 ARID2 ARRB2 ASB2 ATG5 BMP10 BMP2 BMP4 BMP5 BMP7 BMPR1A BMPR2 BVES CACNA1G CALR CAV3 CBY1 CDC42 CDK1 CENPF CHD7 CITED2 COL11A1 CREB1 CSRP3 CTDP1 CXADR DIPK2A DKK1 DLL1 DLL4 DSG2 DSP EDN1 EDNRA EFNB2 EGLN1 ENG ERBB3 ERBB4 EYA1 EYA2 FES FGF2 FGF20 FGF3 FGF8 FGF9 FGFR2 FHL2 FHOD3 FKBP1A FOXC1 FOXC2 FOXH1 FOXP1 FRS2 FZD7 G6PD GATA4 GATA5 GATA6 GJA1 GJA5 GJB6 GJC1 GLI1 GREM1 GSK3A HAND1 HCN4 HDAC3 HEG1 HEY1 HEY2 HNRNPU HOPX ID2 IFRD1 IFT20 IGF1 IRX3 ISL1 ITGB1 JARID2 JPH2 KAT2A KCNJ11 KCNJ8 KCNK2 KDM6B LARGE1 LEF1 LMNA LOX LRP2 LRRC10 LRRC27 LUC7L MAML1 MAP2K4 MAPK11 MAPK14 MED1 MEF2A MEF2C MEIS1 MESP1 MIR1-1 MIR17HG MIR195 MIR199A1 MIR199B MIR19A MIR19B1 MIR200B MIR204 MIR208A MIR222 MIR23A MIR24-1 MIR25 MIR499A MIR509-1 MIR548C MIR590 MIR873 MRTFB MSC MSX1 MSX2 MTOR MTPN MYBPC3 MYH11 MYH6 MYH7 MYL2 MYL3 MYL7 MYLK2 MYLK3 MYO18B MYOCD NAGLU NDRG4 NDUFV2 NEB NEBL NKX2-5 NKX2-6 NOG NOTCH1 NOTCH2 NOX4 NPPA NPPB NPRL3 NRAP NRG1 OBSL1 PARP2 PDGFRA PDGFRB PDLIM5 PGM5 PI16 PIM1 PKP2 PLEC PLN POU4F1 PPARA PPP1R13L PRICKLE1 PRKAR1A PRKG1 PRMT1 PROX1 PTCD2 RARA RARB RBP4 RBPJ RGS2 RGS4 RPL3L RUNX1 RYR2 S1PR1 SAV1 SCN5A SEMA3C SGCB SGCD SGCG SGCZ SHH SHOX2 SIK1 SIRT2 SIRT6 SKI SLC8A1 SLC9A1 SMAD1 SMAD3 SMAD4 SMAD5 SMAD7 SORBS2 SOX15 SOX6 SRF SYNE1 TAFAZZIN TBX18 TBX2 TBX20 TBX3 TBX5 TCAP TENM4 TGFB1 TGFB2 TGFBR1 TGFBR3 TNNC1 TNNI1 TNNI3 TNNT2 TOMM70 TP73 TPM1 TREX1 TSC1 TTN TWIST1 VEGFA VGLL4 WNT2 WNT3A WNT5A WNT8A WT1 XIRP2 YAP1 YY1 ZFPM1 ZFPM2 ZIC3 ZMPSTE24 GOBP_STRIATUM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_STRIATUM_DEVELOPMENT ALDH1A3 BBS1 BBS2 BBS4 BCL11B CNTNAP2 DRD1 DRD2 FOXP1 FOXP2 HPRT1 INHBA LRRK2 MECP2 MKKS OGDH RARB SECISBP2 SHANK3 SLC7A11 SLITRK5 ZSWIM6 GOBP_SUBPALLIUM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SUBPALLIUM_DEVELOPMENT ALDH1A3 ASCL1 BBS1 BBS2 BBS4 BCL11B CNTNAP2 DLX1 DLX2 DRD1 DRD2 FGF8 FOXP1 FOXP2 GLI3 GSX2 HPRT1 INHBA LRRK2 MECP2 MKKS OGDH RARB SECISBP2 SHANK3 SLC7A11 SLITRK5 ZSWIM6 GOBP_SUBSTANTIA_NIGRA_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SUBSTANTIA_NIGRA_DEVELOPMENT ACTB ATP5PB ATP5PF BASP1 CALM1 CALM2 CALM3 CASP5 CCDC14 CDC42 CKB CNP COX6B1 DYNLL1 FGF2 FGF9 G6PD GLUD1 GNB4 H2BC12L HSPA5 INA MAOB MAPKAP1 MBP NDRG2 NDUFS3 PADI2 PLP1 POTEE RAD1 RHOA S100A1 SEC16A SIRT2 SUDS3 SYNGR3 SYPL2 TTBK1 YWHAE YWHAH YWHAQ ZNF148 ZNF430 GOBP_SUBSTRATE_ADHESION_DEPENDENT_CELL_SPREADING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SUBSTRATE_ADHESION_DEPENDENT_CELL_SPREADING ABL1 ACTN4 AKIP1 ANTXR1 AP1AR APOA1 ARHGEF7 ARPC2 AXL BRAF BVES C1QBP CALR CARMIL1 CASS4 CDC42 CIB1 CORO1C CRK CRKL CSPG5 DAB2 DMTN DOCK1 DOCK5 EFNA1 EFNA5 EPHA1 EPHB3 FBLN1 FER FERMT2 FERMT3 FGA FGB FGG FLNA FN1 FZD4 FZD7 GBP1 HAS2 ILK ITGA4 ITGA8 ITGAV ITGB1BP1 ITGB3 ITGB7 KANK1 KIF14 LAMA5 LAMB1 LAMC1 LIMS1 LIMS2 LPXN MDK MELTF MERTK MICALL2 MYADM MYOC NEDD9 NRP1 NTN4 OLFM4 P4HB PARVA PARVB PARVG PDPN PEAK1 PIK3R1 PKP2 POSTN PREX1 PTK2 PXN RAB1A RAC1 RAC3 RADIL RCC2 RHOA RREB1 S100A10 SPRY4 SRC SRCIN1 SRGAP2 ST6GAL1 TACSTD2 TEK TESK1 TRIOBP TYRO3 UNC13D VAMP3 WASHC2C GOBP_SUBSTRATE_DEPENDENT_CELL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SUBSTRATE_DEPENDENT_CELL_MIGRATION ADAM8 ANKS1A ATP5F1B CD2AP CSPG4 CTTN EPB41L5 EPHA8 FN1 ITGA11 ITGA2 ITGB1BP1 NCK1 NRP1 NTN1 OPHN1 P2RY12 PTPRC ROBO1 SDCBP SHTN1 SLIT2 SNAI2 STK4 STON1 VEGFC GOBP_SUBSTRATE_DEPENDENT_CELL_MIGRATION_CELL_EXTENSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SUBSTRATE_DEPENDENT_CELL_MIGRATION_CELL_EXTENSION CD2AP CTTN NCK1 NRP1 NTN1 OPHN1 P2RY12 SDCBP SHTN1 GOBP_SUBSTRATE_INDEPENDENT_TELENCEPHALIC_TANGENTIAL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SUBSTRATE_INDEPENDENT_TELENCEPHALIC_TANGENTIAL_MIGRATION ARL13B ARX CNTN2 DRD1 DRD2 FEZF2 LHX6 NRG3 SLIT1 SLIT2 SLIT3 GOBP_SUBTELOMERIC_HETEROCHROMATIN_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SUBTELOMERIC_HETEROCHROMATIN_FORMATION ATRX EZH1 EZH2 H3-3A H3-3B HAT1 RIF1 SIRT2 SIRT6 GOBP_SUCCINATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SUCCINATE_METABOLIC_PROCESS ALDH5A1 SDHA SDHAF3 SUCLA2 SUCLG2 GOBP_SUCCINATE_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SUCCINATE_TRANSMEMBRANE_TRANSPORT SLC13A2 SLC13A3 SLC13A5 SLC16A1 SLC25A10 SLC25A11 GOBP_SUCCINYL_COA_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SUCCINYL_COA_CATABOLIC_PROCESS NUDT19 NUDT7 NUDT8 SUCLA2 SUCLG1 SUCLG2 GOBP_SUCCINYL_COA_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SUCCINYL_COA_METABOLIC_PROCESS ACOT4 DLST MMUT NUDT19 NUDT7 NUDT8 OGDH SUCLA2 SUCLG1 SUCLG2 GOBP_SUCKLING_BEHAVIOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SUCKLING_BEHAVIOR APP CNTFR DACH1 DERL2 GLS HAND2 HELT OXTR PEX13 POU4F1 UBE2Q1 UBR3 GOBP_SUGAR_MEDIATED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SUGAR_MEDIATED_SIGNALING_PATHWAY ADCY8 AGER MLXIPL NKX6-1 PDX1 PIH1D1 SMARCA4 SMARCB1 UBTF GOBP_SULFATE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SULFATE_TRANSPORT RACGAP1 SLC13A1 SLC13A4 SLC25A10 SLC25A11 SLC26A1 SLC26A10P SLC26A11 SLC26A2 SLC26A3 SLC26A4 SLC26A5 SLC26A6 SLC26A7 SLC26A8 SLC26A9 UCP2 GOBP_SULFATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SULFATION CHST4 CHST5 CHSY1 EXT1 EXT2 HS3ST5 SULT1A1 SULT1A2 SULT1A3 SULT1A4 SULT1B1 SULT1C2 SULT1C3 SULT1C4 SULT1E1 SULT2A1 SULT2B1 SULT4A1 SULT6B1 TPST1 TPST2 UST GOBP_SULFUR_AMINO_ACID_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SULFUR_AMINO_ACID_BIOSYNTHETIC_PROCESS ADI1 APIP BHMT BHMT2 CBS CDO1 CTH ENOPH1 ENSG00000274276 GGT1 MRI1 MTAP MTHFD1 MTHFD2L MTHFR MTR MTRR GOBP_SULFUR_AMINO_ACID_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SULFUR_AMINO_ACID_CATABOLIC_PROCESS AGXT BLMH CBS CDO1 CSAD ENSG00000274276 FMO1 MAT1A MPST MTRR TST GOBP_SULFUR_AMINO_ACID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SULFUR_AMINO_ACID_METABOLIC_PROCESS ADI1 AGXT APIP BHMT BHMT2 BLMH CBS CDO1 CPS1 CSAD CTH DPEP1 ENOPH1 ENSG00000274276 FMO1 GCLC GCLM GGT1 GNMT MAT1A MMUT MPST MRI1 MSRA MTAP MTHFD1 MTHFD2L MTHFR MTR MTRR NOX4 SLC7A11 SMS TST GOBP_SULFUR_AMINO_ACID_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SULFUR_AMINO_ACID_TRANSPORT CTNS MFSD12 SLC1A1 SLC1A2 SLC1A4 SLC3A1 SLC3A2 SLC43A2 SLC7A11 SLC7A13 SLC7A5 SLC7A9 GOBP_SULFUR_COMPOUND_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SULFUR_COMPOUND_BIOSYNTHETIC_PROCESS ACACA ACACB ACAT1 ACLY ACSBG1 ACSBG2 ACSF3 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 ACSS1 ACSS2 ADI1 AKR1A1 ANGPT1 APIP B3GALT6 B3GAT3 B3GNT2 B3GNT3 B3GNT4 B3GNT7 B4GALT4 B4GAT1 BHMT BHMT2 CBS CDO1 CHPF CHPF2 CHST1 CHST11 CHST12 CHST13 CHST14 CHST15 CHST2 CHST3 CHST5 CHST6 CHST7 CHST9 CHSY1 CHSY3 CSAD CSGALNACT1 CSGALNACT2 CTH CTNNB1 DIP2A DLAT DLD DSE DSEL ELOVL1 ELOVL2 ELOVL3 ELOVL4 ELOVL5 ELOVL6 ELOVL7 ENOPH1 ENSG00000274276 EXT1 EXT2 EXTL1 EXTL2 EXTL3 FMO1 FMO3 GCDH GGT1 GGT2P GGT3P GGT5 GGT6 GGT7 GGTA1 GGTLC1 GGTLC2 GGTLC3 GLCE GSTA1 GSTM1 GSTP1 HACD1 HACD2 HS2ST1 HS3ST1 HS3ST2 HS3ST3A1 HS3ST3B1 HS3ST4 HS3ST5 HS3ST6 HS6ST1 HS6ST2 HS6ST3 HSD17B12 HTD2 LIAS MAT1A MAT2A MAT2B METTL16 MIR21 MLYCD MMUT MPC2 MPST MRI1 MTAP MTHFD1 MTHFD2L MTHFR MTR MTRR NDST1 NDST2 NDST3 NDST4 PAPSS1 PAPSS2 PDHA1 PDHA2 PDHB PDHX PDK1 PDK2 PDK3 PDK4 PPCS PPT1 PPT2 PXYLP1 SLC10A7 SLC19A2 SLC19A3 SLC25A1 SLC25A19 SLC27A2 SLC35B2 SLC35D2 SNCA SP1 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST3GAL6 TCF7L2 TECR THTPA TM9SF2 TPK1 UGDH UST XYLT1 XYLT2 GOBP_SULFUR_COMPOUND_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SULFUR_COMPOUND_CATABOLIC_PROCESS ABCD1 ACAT1 ACOT7 AGXT BLMH CBS CDO1 CSAD DPEP1 DPEP2 ENSG00000274276 FITM2 FMO1 GLB1 GNS GPC1 GUSB HEXA HEXB HGSNAT HPSE HYAL1 HYAL4 IDS IDUA MAT1A MLYCD MPST MTRR NAGLU NUDT19 NUDT7 NUDT8 SGSH SUCLA2 SUCLG1 SUCLG2 TST GOBP_SULFUR_COMPOUND_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SULFUR_COMPOUND_METABOLIC_PROCESS AADAT AASS ABCB7 ABCD1 ABHD14B ACACA ACACB ACAT1 ACLY ACOT1 ACOT11 ACOT12 ACOT2 ACOT4 ACOT6 ACOT7 ACOT8 ACOT9 ACP3 ACSBG1 ACSBG2 ACSF2 ACSF3 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 ACSM1 ACSM2A ACSM2B ACSM3 ACSM4 ACSM5 ACSM6 ACSS1 ACSS2 ADI1 AGXT AHCY AHCYL1 AHCYL2 AKR1A1 ANGPT1 APIP ARSG B3GALT6 B3GAT3 B3GNT2 B3GNT3 B3GNT4 B3GNT7 B4GALT4 B4GAT1 BAAT BHMT BHMT2 BLMH BOLA1 BOLA2 BOLA2B BOLA3 BPNT1 BPNT2 BTD CBS CDO1 CHPF CHPF2 CHST1 CHST11 CHST12 CHST13 CHST14 CHST15 CHST2 CHST3 CHST4 CHST5 CHST6 CHST7 CHST8 CHST9 CHSY1 CHSY3 CIAO1 CIAO2A CIAO2B CIAO3 CIAPIN1 CPS1 CSAD CSGALNACT1 CSGALNACT2 CTH CTNNB1 DGAT1 DGAT2 DIP2A DLAT DLD DLST DPEP1 DPEP2 DSE DSEL EDNRA EDNRB ELOVL1 ELOVL2 ELOVL3 ELOVL4 ELOVL5 ELOVL6 ELOVL7 ENOPH1 ENPP1 ENSG00000205794 ENSG00000274276 ETHE1 EXT1 EXT2 EXTL1 EXTL2 EXTL3 FAR1 FAR2 FDX2 FITM2 FMO1 FMO3 FXN GAL3ST3 GAL3ST4 GCDH GCLC GCLM GGT1 GGT2P GGT3P GGT5 GGT6 GGT7 GGTA1 GGTLC1 GGTLC2 GGTLC3 GHR GLB1 GLCE GLRX3 GLRX5 GLYAT GNMT GNS GPAM GPAT4 GPC1 GSTA1 GSTM1 GSTP1 GUSB HACD1 HACD2 HEXA HEXB HGSNAT HLCS HMGCS1 HMGCS2 HPSE HS2ST1 HS3ST1 HS3ST2 HS3ST3A1 HS3ST3B1 HS3ST4 HS3ST5 HS3ST6 HS6ST1 HS6ST2 HS6ST3 HSCB HSD17B12 HSD17B4 HSPA9 HTD2 HYAL1 HYAL4 IBA57 ICMT IDS IDUA ISCA1 ISCA2 ISCU LIAS LPO LYRM4 MAT1A MAT2A MAT2B MCCC1 MCEE METTL16 MICAL1 MICAL2 MIR21 MLYCD MMS19 MMUT MPC2 MPST MRI1 MSRA MTAP MTHFD1 MTHFD2L MTHFR MTR MTRR MVD MVK NAGLU NDNF NDOR1 NDST1 NDST2 NDST3 NDST4 NDUFAB1 NFS1 NFU1 NOX4 NUBP1 NUBP2 NUBPL NUDT19 NUDT7 NUDT8 OGDH OXSM PAPSS1 PAPSS2 PAX8 PDHA1 PDHA2 PDHB PDHX PDK1 PDK2 PDK3 PDK4 PHGDH PIPOX PMVK PPCS PPT1 PPT2 PXYLP1 SGSH SLC10A7 SLC19A2 SLC19A3 SLC25A1 SLC25A10 SLC25A19 SLC27A2 SLC35B2 SLC35D2 SLC5A6 SLC7A11 SMS SNCA SP1 SQOR ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST3GAL6 STAT5A STAT5B SUCLA2 SUCLG1 SUCLG2 SULT1A1 SULT1A2 SULT1A3 SULT1A4 SULT1B1 SULT1C2 SULT1C3 SULT1C4 SULT1E1 SULT2A1 SULT2B1 SULT4A1 SULT6B1 SUOX TCF7L2 TDO2 TECR THEM5 THTPA TKTL1 TM9SF2 TPK1 TPST1 TPST2 TST TSTD1 UGDH UST XDH XYLT1 XYLT2 GOBP_SULFUR_COMPOUND_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SULFUR_COMPOUND_TRANSPORT ABCD1 ABCG2 CTNS LRRC8A LRRC8C LRRC8D MFSD12 RACGAP1 SLC13A1 SLC13A4 SLC16A6 SLC19A2 SLC19A3 SLC1A1 SLC1A2 SLC1A4 SLC22A1 SLC22A2 SLC25A10 SLC25A11 SLC25A19 SLC25A26 SLC25A47 SLC26A1 SLC26A10P SLC26A11 SLC26A2 SLC26A3 SLC26A4 SLC26A5 SLC26A6 SLC26A7 SLC26A8 SLC26A9 SLC27A1 SLC33A1 SLC35B2 SLC35B3 SLC35F3 SLC36A1 SLC3A1 SLC3A2 SLC43A2 SLC44A4 SLC47A1 SLC5A6 SLC6A11 SLC6A13 SLC6A6 SLC7A11 SLC7A13 SLC7A5 SLC7A9 UCP2 GOBP_SUPEROXIDE_ANION_GENERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SUPEROXIDE_ANION_GENERATION AATF ACP5 ALOX12 CD177 CLEC7A CRP CYBA CYBB DUOX1 DUOX2 EDN1 F2RL1 FPR2 GNAI2 GSTP1 HVCN1 ITGAM ITGB2 MAPT NCF1 NCF1B NCF1C NCF2 NCF4 NOX1 NOX3 NOX4 NOX5 NOXA1 NOXO1 PON3 PRG3 PRKCD SH3PXD2A SH3PXD2B SOD1 SOD2 SYK TAFA4 TGFB1 TYROBP GOBP_SUPEROXIDE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SUPEROXIDE_METABOLIC_PROCESS AATF ACP5 ALOX12 APOA4 ATP7A BMP7 BST1 CBS CCS CD177 CD36 CLEC7A CRP CYB5R4 CYBA CYBB DHFR DHFRP1 DUOX1 DUOX2 EDN1 ENSG00000274276 F2RL1 FANCC FBLN5 FPR2 GCH1 GNAI2 GSTP1 H19 HVCN1 IMMP2L ITGAM ITGB2 MAPT MIR21 MIR27B MIR675 MPO MT3 NAGLU NCF1 NCF1B NCF1C NCF2 NCF4 NFE2L2 NOS2 NOS3 NOX1 NOX3 NOX4 NOX5 NOXA1 NOXO1 NQO1 NRROS PON3 PRDX1 PRDX2 PREX1 PRG3 PRKCD SH3PXD2A SH3PXD2B SLC1A1 SOD1 SOD2 SOD3 SYK TAFA4 TGFB1 TYROBP GOBP_SUPPRESSION_OF_VIRAL_RELEASE_BY_HOST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SUPPRESSION_OF_VIRAL_RELEASE_BY_HOST CHMP3 MARCHF2 MID2 PML TRIM11 TRIM13 TRIM15 TRIM21 TRIM25 TRIM26 TRIM27 TRIM28 TRIM32 TRIM35 TRIM5 TRIM8 GOBP_SUPRAMOLECULAR_FIBER_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SUPRAMOLECULAR_FIBER_ORGANIZATION ABI1 ABI2 ABITRAM ABL1 ACTA1 ACTC1 ACTG1 ACTL8 ACTN1 ACTN2 ACTR2 ACTR3 ADAMTS12 ADAMTS14 ADAMTS2 ADAMTS3 ADAMTS7 ADD1 ADD2 ADD3 ADPRHL1 AEBP1 AGFG1 AIF1 AIF1L AKAP13 AKAP9 ALDOA ALMS1 ALOX15 ANG ANKRD1 ANKRD23 ANKRD53 ANXA2 AP1AR APC APC2 APOA1 APOE APP AQP2 ARAP1 ARF1 ARF6 ARFGEF1 ARFIP1 ARFIP2 ARHGAP12 ARHGAP17 ARHGAP18 ARHGAP25 ARHGAP28 ARHGAP35 ARHGAP40 ARHGAP6 ARHGEF10 ARHGEF10L ARHGEF15 ARHGEF18 ARHGEF2 ARHGEF5 ARHGEF7 ARL2 ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 ARPC5L ARPIN ARRB1 ASAP3 ATP7A ATXN7 AVIL AXIN1 B2M B4GALT7 BACE1 BAG4 BAIAP2 BAIAP2L1 BAIAP2L2 BAX BBLN BBS4 BCAR1 BCL2 BFSP1 BFSP2 BID BIN1 BIN3 BMERB1 BMP1 BMP10 BRAF BRK1 C15orf62 C9orf72 CALD1 CAMP CAMSAP1 CAMSAP2 CAMSAP3 CAP1 CAP2 CAPG CAPN3 CAPZA1 CAPZA2 CAPZA3 CAPZB CARMIL1 CARMIL2 CARMIL3 CASQ1 CATIP CAV3 CCDC13 CCDC57 CCDC88A CCDC88B CCDC88C CCL11 CCL21 CCL24 CCL26 CCN2 CCR7 CCSAP CD2AP CD36 CD47 CDC42 CDC42EP1 CDC42EP2 CDC42EP3 CDC42EP4 CDC42EP5 CDH5 CDK5R1 CDK5RAP2 CDKN1B CDSN CENPJ CEP120 CEP126 CEP192 CFL1 CFL2 CFLAR CGNL1 CHADL CHP1 CHRNA7 CIB1 CKAP2 CKAP5 CLASP1 CLASP2 CLIP1 CLIP2 CLIP3 CLIP4 CLRN1 CLU CNN1 CNN2 CNN3 COBL COL11A1 COL11A2 COL12A1 COL14A1 COL18A1 COL1A1 COL1A2 COL27A1 COL28A1 COL2A1 COL3A1 COL5A1 COL5A2 COL5A3 COLGALT1 COLGALT2 COMP CORO1A CORO1B CORO1C CORO2B CORO6 CORO7 COTL1 CRACD CRIPT CRTAP CRYAB CSF3 CSNK1D CSRP1 CSRP2 CSRP3 CST3 CTNNA2 CTTN CUL3 CX3CL1 CXCL12 CYFIP1 CYFIP2 CYP1B1 CYRIA CYRIB DAAM2 DAPK3 DBN1 DCTN1 DDR2 DES DIAPH1 DIAPH2 DIAPH3 DLC1 DLG1 DMTN DNAI3 DNAJB6 DPT DPYSL3 DRG1 DSP DSTN DVL1 DYNC1H1 DYRK1A EDN1 EEF2K EFEMP2 ELMO1 ELMO2 ELMO3 ELN EMILIN1 EML2 EMP2 ENAH EPHA1 EPPK1 EPS8 ERMN ESAM ESPN ESPNL EVL EXT1 EZR F11R F2RL1 FAM107A FAM171A1 FAT1 FBLN5 FBXO5 FCHSD1 FCHSD2 FER FERMT2 FES FGF13 FHDC1 FHOD1 FHOD3 FKBP10 FKBP1A FKBP4 FLII FLNA FLNC FMN1 FMN2 FMOD FOXC1 FOXC2 FRMD7 FSCN1 FSCN2 FSCN3 FSD1 FURIN FUS GAS2 GAS2L1 GAS2L2 GAS2L3 GAS7 GBA2 GDPD2 GFAP GHRL GHSR GIT1 GMFB GMFG GOLGA2 GPR65 GPX1 GRB2 GREM1 GSN HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HAX1 HCK HCLS1 HDAC6 HDGFL3 HIP1 HIP1R HNRNPA1 HOOK1 HOOK2 HOOK3 HSP90AB1 HSP90B1 HSPA1A HSPA1B HSPA8 IAPP IFT172 INA INF2 INPP5K INPPL1 IQGAP1 IQGAP2 IQGAP3 ITGB1 ITGB1BP1 ITGB5 JAK2 JMY KANK1 KANK2 KANK3 KANK4 KASH5 KATNA1 KATNAL1 KATNAL2 KATNB1 KATNBL1 KBTBD13 KCTD13 KHDC3L KIF14 KIF18A KIF18B KIF19 KIF24 KIF2A KIF2B KIF2C KIRREL1 KLHL24 KLHL41 KPNB1 KPTN KRT1 KRT10 KRT12 KRT13 KRT14 KRT15 KRT16 KRT17 KRT19 KRT2 KRT20 KRT23 KRT24 KRT25 KRT26 KRT27 KRT28 KRT3 KRT31 KRT32 KRT33A KRT33B KRT34 KRT35 KRT36 KRT37 KRT38 KRT39 KRT4 KRT40 KRT5 KRT6A KRT6B KRT6C KRT7 KRT71 KRT72 KRT73 KRT74 KRT75 KRT76 KRT77 KRT78 KRT79 KRT8 KRT80 KRT81 KRT82 KRT83 KRT84 KRT85 KRT86 KRT9 LATS1 LCP1 LDB3 LDLR LIMA1 LIMCH1 LIMD2 LIMK1 LIMK2 LMOD1 LMOD2 LMOD3 LOX LOXL1 LOXL2 LOXL3 LOXL4 LPAR1 LTBP2 LUM MAD2L2 MAGEL2 MAP10 MAP1A MAP1B MAP1S MAP2 MAP4 MAP6D1 MAP7D3 MAPRE1 MAPRE3 MAPT MARCKS MARCKSL1 MDM2 MECP2 MEF2A MEGF9 MET MFAP4 MFAP5 MICAL1 MICAL2 MICAL3 MICALL2 MID1 MID1IP1 MIR1-1 MIR138-1 MIR149 MIR20A MIR21 MIR214 MIR29B1 MIR31 MKKS MLST8 MMP11 MSRB1 MSRB2 MTM1 MTOR MTPN MTSS1 MYADM MYH11 MYH3 MYH6 MYH7 MYL2 MYL9 MYLK3 MYO15A MYO19 MYO1A MYO1B MYO1C MYO1D MYO1E MYO1F MYO1G MYO1H MYO5A MYO5B MYO5C MYO6 MYO7A MYO7B MYOC MYOM2 MYOZ1 MYOZ2 MYPN MZT1 NAA80 NAT8 NAT8B NAV3 NCK1 NCK2 NCKAP1 NCKAP1L NCKAP5 NCKAP5L NDE1 NDEL1 NEB NEBL NEDD1 NEDD9 NEFH NEFL NEFM NF1 NF2 NIN NKX2-5 NLRP5 NOSTRIN NPHS1 NRAP NRP1 NUMA1 OBSCN OBSL1 OCLN OOEP OPTC P3H4 P4HA1 PACSIN1 PAFAH1B1 PAK1 PAK2 PAK3 PARK7 PAWR PCM1 PDCD10 PDE4DIP PDGFRA PDGFRB PDLIM1 PDXP PFDN1 PFDN2 PFDN4 PFDN5 PFDN6 PFN1 PFN2 PFN3 PFN4 PGM5 PHACTR1 PHLDB2 PICK1 PIK3CA PIK3R1 PIK3R2 PIN1 PKP1 PKP2 PLA2G1B PLEC PLEK PLEKHG2 PLEKHH2 PLK3 PLOD3 PLS1 PLS3 POF1B PPARGC1B PPFIA1 PPM1E PPM1F PPP1R9A PPP1R9B PREX1 PRKAR1A PRKCD PRKCE PRKCI PRKD1 PRKN PROX1 PRUNE1 PSEN1 PSRC1 PSTPIP1 PSTPIP2 PTGER4 PTK2B PXDN PXN PYCARD RAB11A RAC1 RAC2 RAC3 RANBP9 RANGRF RAP1GDS1 RAPGEF3 RASA1 RB1 RDX RFLNA RFLNB RGCC RGS4 RHOA RHOB RHOBTB1 RHOBTB2 RHOC RHOD RHOF RHOG RHOH RHOJ RHOQ RHOT1 RHOT2 RHOU RHOV RHPN1 RHPN2 RHPN2P1 RICTOR RIPK1 RIPK3 RND1 RND2 RND3 RNH1 ROCK1 ROCK2 RPS3 RUFY3 S100A10 S1PR1 SAMD14 SCIN SCX SDC4 SEMA5A SERF1A SERF1B SERPINF2 SERPINH1 SFRP1 SFRP2 SH3BP1 SH3D21 SH3KBP1 SHANK1 SHANK3 SHH SHROOM1 SHROOM2 SHROOM3 SHROOM4 SHTN1 SIAH1 SIAH2 SIX4 SLAIN1 SLAIN2 SLC39A12 SLC9A1 SLIT2 SLK SMAD3 SMAD4 SNCA SNX9 SORBS1 SORBS3 SPAST SPATC1L SPEF1 SPIRE1 SPIRE2 SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 SRC SRF SSH1 SSH2 SSH3 SSNA1 STMN1 STMN2 STMN3 STMN4 STMND1 SVIL SWAP70 SYNPO SYNPO2 SYNPO2L TACR1 TACSTD2 TAGLN2 TAGLN3 TAOK1 TARDBP TBCB TBCD TCAP TCHH TENM1 TESK1 TF TGFB2 TGFB3 TGFBR1 THSD4 TJP1 TLE6 TLL1 TLL2 TMEFF2 TMOD1 TMOD2 TMOD3 TMOD4 TMSB10 TMSB15A TMSB15B TMSB15C TMSB4X TMSB4Y TNFAIP1 TNFAIP6 TNNT1 TNNT2 TNNT3 TNXB TOGARAM1 TPM1 TPM2 TPM3 TPM4 TPPP TPPP2 TPPP3 TPX2 TRDN TREM2 TRIM27 TRIM54 TRIOBP TRPV4 TSC1 TTBK2 TTC17 TTC8 TTN TUBA1A TUBB1 TUBB4A TUBG1 TUBG2 TUBGCP2 TUBGCP3 TUBGCP4 TUBGCP5 TUBGCP6 TWF1 TWF2 USH1C USP8 USP9X VASP VBP1 VHL VIL1 VILL VIM VIPAS39 VPS33B WAS WASF1 WASF2 WASF3 WASH3P WASH6P WASHC1 WASHC2A WASHC2C WASHC3 WASHC4 WASHC5 WASL WDR1 WDR47 WDR73 WHAMM WIPF1 WIPF3 WNT11 WNT4 XIRP1 XIRP2 ZBED3 ZEB2 ZNF207 ZYX GOBP_SURFACTANT_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SURFACTANT_HOMEOSTASIS ABCA12 ABCA3 ADGRF5 BPIFA1 CTSH EPAS1 ITGB6 KDR LPCAT1 MBL2 NAPSA NKIRAS1 NKIRAS2 OAS1 RCN3 SFTPD VEGFA GOBP_SYMPATHETIC_GANGLION_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SYMPATHETIC_GANGLION_DEVELOPMENT ASCL1 CTNNB1 FZD3 INSM1 NRP1 NRP2 PHOX2B SEMA3A SEMA3F GOBP_SYMPATHETIC_NERVOUS_SYSTEM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SYMPATHETIC_NERVOUS_SYSTEM_DEVELOPMENT ASCL1 CTNNB1 EDNRA FZD3 GATA3 GDNF GFRA3 HAND2 INSM1 NF1 NRP1 NRP2 NTRK1 PHOX2A PHOX2B PLXNA4 SEMA3A SEMA3F SOX11 SOX4 TFAP2B TP63 GOBP_SYMPATHETIC_NEURON_PROJECTION_EXTENSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SYMPATHETIC_NEURON_PROJECTION_EXTENSION NRP1 NRP2 S100B SEMA3A SEMA3F GOBP_SYNAPSE_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SYNAPSE_ASSEMBLY ABI3 ACHE ADD2 ADGRB1 ADGRB3 ADGRF1 ADGRL3 ADNP AGRN AMIGO1 AMIGO2 AMIGO3 APP ARF6 ARHGEF15 ARHGEF9 ARMCX5-GPRASP2 ASIC2 BDNF BSN C1QL2 C1QL3 CBLN1 CBLN2 CBLN4 CDH1 CDH2 CDH9 CDK5 CHD4 CHRNB2 CLSTN1 CLSTN2 CLSTN3 CNTN5 COLQ CRIPT CRK CRKL CTNNB1 CUX2 DBNL DKK1 DLG5 DNER DNM3 DRD1 DRD2 DSCAM DVL1 EEF2K EFNA5 EFNB3 EIF4G1 EPHA7 EPHB1 EPHB2 EPHB3 ERBB4 FARP1 FBXO45 FGF13 FLRT2 FLRT3 FZD1 FZD5 GABRA1 GABRA2 GABRB2 GABRB3 GABRG2 GAP43 GHRL GHSR GJA10 GNPAT GPC4 GPM6A GPRASP3 GRIA1 GRID2 HAPLN4 ICAM5 IL1RAP IL1RAPL1 IL1RAPL2 KCNJ8 KIRREL3 LARGE1 LGI2 LHFPL4 LINGO2 LINGO4 LRFN3 LRFN4 LRFN5 LRP4 LRRC24 LRRC4 LRRC4B LRRN1 LRRN3 LRRTM1 LRRTM2 LRRTM3 LRTM2 LZTS1 MAP1B MDGA1 MECP2 MEF2C MIR431 MUSK MYCBP2 NECTIN1 NEGR1 NLGN1 NLGN2 NLGN3 NLGN4X NLGN4Y NPAS4 NPTN NPTX1 NRCAM NRG3 NRXN1 NRXN2 NTN1 NTNG2 NTRK1 NTRK2 OGT OXTR PCDH17 PCDHB10 PCDHB11 PCDHB13 PCDHB14 PCDHB16 PCDHB2 PCDHB3 PCDHB4 PCDHB5 PCDHB6 PCDHB9 PCLO PDLIM5 PLXNB1 PLXNB2 PLXND1 POU4F1 PTEN PTK2B PTPN13 PTPRD PTPRS RAB17 RAB29 RAP2A ROBO2 RYK SDCBP SDK1 SDK2 SEMA4A SEMA4D SETD5 SHANK2 SHANK3 SIX1 SIX4 SLC25A46 SLIT1 SLITRK1 SLITRK2 SLITRK3 SLITRK4 SLITRK5 SLITRK6 SNAP25 SNCA SPOCK2 SPTBN2 SRGAP2 SRGAP2C SRPX2 ST8SIA2 STAU2 SYNDIG1 THBS2 TLR2 TPBG VPS35 VSTM5 WNT3A WNT5A WNT7A ZDHHC12 ZDHHC2 GOBP_SYNAPSE_MATURATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SYNAPSE_MATURATION ADGRB3 ADGRL1 ANAPC2 ARHGEF15 BCAN C1QL2 CAMK2B CDC20 CHRDL1 CLSTN1 CNTNAP1 CX3CR1 DAB2IP DISC1 IGSF21 NEFL NEURL1 NEUROD2 NFATC4 NFIA NLGN1 NRXN1 PALM PFN1 PTEN RELN ROCK1 SEZ6 SEZ6L SEZ6L2 SHANK1 SYBU VPS35 YWHAZ GOBP_SYNAPSE_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SYNAPSE_ORGANIZATION ABHD17A ABHD17B ABHD17C ABI2 ABI3 ABL1 ACHE ACTB ACTBL2 ACTG1 ACTL9 ACTN1 ADAM10 ADD2 ADGRB1 ADGRB3 ADGRF1 ADGRL1 ADGRL3 ADNP AFG3L2 AGRN AKT1 ALS2 AMIGO1 AMIGO2 AMIGO3 ANAPC2 ANK3 APBB2 APOE APP APPL1 ARC ARF1 ARF4 ARF6 ARHGAP22 ARHGAP33 ARHGAP39 ARHGAP44 ARHGEF15 ARHGEF9 ARMCX5-GPRASP2 ASAP1 ASIC2 BAIAP2 BCAN BDNF BSN C1QA C1QB C1QC C1QL1 C1QL2 C1QL3 C3 C5AR1 CACNA1S CACNB1 CACNB2 CACNB3 CACNB4 CACNG2 CAMK1 CAMK2B CAMKV CAP2 CAPRIN1 CAPRIN2 CAST CBLN1 CBLN2 CBLN3 CBLN4 CD2AP CDC20 CDC42 CDH1 CDH10 CDH2 CDH6 CDH8 CDH9 CDK5 CDK5R1 CDKL5 CFL1 CHCHD10 CHD4 CHMP2B CHRDL1 CHRNA1 CHRNA7 CHRNB1 CHRNB2 CLN3 CLSTN1 CLSTN2 CLSTN3 CNKSR2 CNTN2 CNTN5 CNTNAP1 COL4A1 COL4A5 COLQ CPNE6 CRIPT CRK CRKL CTBP2 CTNNA2 CTNNB1 CTNND2 CTTN CTTNBP2 CUX2 CX3CL1 CX3CR1 CYFIP1 DAB2IP DAG1 DBN1 DBNL DCTN1 DHX36 DIP2A DISC1 DKK1 DLG1 DLG4 DLG5 DLGAP3 DMPK DNAJA3 DNER DNM3 DOCK10 DOK7 DRD1 DRD2 DRP2 DSCAM DTNBP1 DVL1 EEF2K EFNA1 EFNA5 EFNB3 EGLN1 EIF4G1 ELFN1 EPHA4 EPHA7 EPHB1 EPHB2 EPHB3 ERBB2 ERBB4 ERC1 ERC2 EZR F2R FARP1 FBXO45 FCGR2B FGF13 FILIP1 FLNA FLRT2 FLRT3 FNTA FRMPD4 FRRS1L FYN FZD1 FZD5 FZD9 GABRA1 GABRA2 GABRB2 GABRB3 GABRG2 GAP43 GDNF GHRL GHSR GJA10 GLRB GNPAT GPC4 GPHN GPM6A GPR158 GPRASP3 GRIA1 GRID1 GRID2 GRIN2B GRIPAP1 GRM5 HAPLN4 HDAC6 HIP1R HMCN2 HOMER1 HSPA8 ICAM5 IGF1R IGSF21 IGSF9 IL10 IL10RA IL1RAP IL1RAPL1 IL1RAPL2 INA INS INSR ITGA3 ITGAM ITGB1 ITGB3 ITPKA KCNJ8 KIF1A KIRREL3 KLK8 KY L1CAM LAMA5 LAMB2 LARGE1 LGI2 LGMN LHFPL4 LILRB2 LINGO2 LINGO4 LMX1A LRFN2 LRFN3 LRFN4 LRFN5 LRP4 LRP8 LRRC24 LRRC4 LRRC4B LRRC4C LRRK2 LRRN1 LRRN3 LRRTM1 LRRTM2 LRRTM3 LRTM2 LZTS1 LZTS3 MAP1B MAPK14 MAPT MDGA1 MECP2 MEF2C MESD MIR30B MIR431 MTMR2 MUSK MYCBP2 MYOT NECTIN1 NEDD4 NEDD9 NEFH NEFL NEGR1 NEURL1 NEUROD2 NF1 NFATC4 NFIA NGEF NLGN1 NLGN2 NLGN3 NLGN4X NLGN4Y NOS1AP NPAS4 NPTN NPTX1 NRCAM NRG3 NRP1 NRP2 NRXN1 NRXN2 NTN1 NTNG1 NTNG2 NTRK1 NTRK2 OGT OPHN1 OXTR P2RX2 PAFAH1B1 PAK3 PALM PCDH17 PCDH8 PCDHB10 PCDHB11 PCDHB13 PCDHB14 PCDHB16 PCDHB2 PCDHB3 PCDHB4 PCDHB5 PCDHB6 PCDHB9 PCDHGC3 PCDHGC4 PCDHGC5 PCLO PDLIM5 PDZRN3 PFN1 PFN2 PICK1 PIN1 PLXNA4 PLXNB1 PLXNB2 PLXNC1 PLXND1 POTEE POTEF POTEI POTEJ POTEKP POU4F1 PPFIA1 PPFIA2 PPFIA3 PPFIA4 PPFIBP1 PPFIBP2 PRNP PRRT1 PSEN1 PTEN PTK2B PTK7 PTPN13 PTPRD PTPRF PTPRO PTPRS PTPRT RAB17 RAB29 RAB39B RAB3A RAC3 RAP1B RAP2A RAPSN RELN RER1 REST RHOA RHOB ROBO2 ROCK1 ROR2 RPS6KA5 RYK SDCBP SDF4 SDK1 SDK2 SEMA3E SEMA3F SEMA4A SEMA4D SEPTIN11 SETD5 SEZ6 SEZ6L SEZ6L2 SHANK1 SHANK2 SHANK3 SHISA6 SHISA7 SIPA1L1 SIX1 SIX4 SLC18A3 SLC1A1 SLC25A46 SLC6A1 SLC7A11 SLC8A2 SLC8A3 SLIT1 SLITRK1 SLITRK2 SLITRK3 SLITRK4 SLITRK5 SLITRK6 SNAP25 SNAPIN SNCA SNCB SNCG SNTA1 SORT1 SPARCL1 SPG11 SPOCK2 SPTB SPTBN2 SPTBN4 SRCIN1 SRGAP2 SRGAP2C SRGN SRPX2 SSH1 ST8SIA2 STAU1 STAU2 STK38 STK38L SYBU SYN1 SYNDIG1 SYNGAP1 SYNPO TANC1 TANC2 THBS2 TIAM1 TLR2 TMEM108 TNC TNF TNR TPBG TREM2 TSC1 TUBA1A TUBB UNC13A UNC13B UNC13C VCP VHL VPS35 VSTM5 WASF1 WASF2 WASF3 WASL WNT3A WNT5A WNT7A WNT7B YWHAZ ZC4H2 ZDHHC12 ZDHHC15 ZDHHC2 ZMYND8 ZNF365 ZNF804A GOBP_SYNAPSE_PRUNING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SYNAPSE_PRUNING ADGRB3 C1QA C1QB C1QC C1QL1 C3 CX3CL1 CX3CR1 DKK1 EPHA4 ITGAM ITGB1 PLXNC1 TREM2 GOBP_SYNAPTIC_ASSEMBLY_AT_NEUROMUSCULAR_JUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SYNAPTIC_ASSEMBLY_AT_NEUROMUSCULAR_JUNCTION AGRN APP COLQ KCNJ8 LARGE1 LRP4 MUSK MYCBP2 SIX1 SIX4 GOBP_SYNAPTIC_MEMBRANE_ADHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SYNAPTIC_MEMBRANE_ADHESION CDH10 CDH6 CDH9 EFNA5 FLRT3 GPC4 IL1RAP ITGA3 LRFN3 LRFN4 LRFN5 LRRC4 LRRC4B LRRC4C MAPK14 MDGA1 NTNG1 NTNG2 PCDH17 PCDH8 PTPRD PTPRF PTPRS SLITRK1 SLITRK2 SLITRK3 SPARCL1 GOBP_SYNAPTIC_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SYNAPTIC_SIGNALING ABAT ABCC8 ABHD6 ABL1 ABR ACE ACHE ACP4 ADARB1 ADCY1 ADCY8 ADGRB1 ADIPOQ ADNP ADORA1 ADORA2A ADORA2B ADORA3 ADRA1A ADRA2A ADRB2 AGER AGRN AKAP12 AKAP5 AKAP7 AKAP9 AKT1 ALS2 AMPH ANAPC2 ANXA9 APBA1 APBA2 APBA3 APOE APP ARC ARF1 ARHGAP44 ARRB2 ASIC1 ASIC2 ATAD1 ATF4 ATP1A2 ATP2A2 ATXN3 BACE1 BAIAP2 BAIAP3 BCHE BCR BDNF BEGAIN BGLAP BLOC1S6 BRAF BRSK1 BSN BTBD9 CA2 CA7 CACNA1A CACNA1B CACNA1E CACNA1G CACNB1 CACNB2 CACNB3 CACNB4 CACNG2 CACNG3 CACNG4 CACNG5 CACNG7 CACNG8 CADPS CADPS2 CALB1 CALB2 CAMK2A CAMK2B CAMKV CARTPT CASK CBLN1 CBLN2 CCL2 CCR2 CD38 CDC20 CDH1 CDH11 CDH2 CDH8 CDHR3 CDK5 CDK5R1 CDKL5 CELF4 CEP89 CHAT CHMP2B CHRDL1 CHRFAM7A CHRM1 CHRM2 CHRM3 CHRM4 CHRM5 CHRNA1 CHRNA10 CHRNA2 CHRNA3 CHRNA4 CHRNA5 CHRNA6 CHRNA7 CHRNA9 CHRNB1 CHRNB2 CHRNB3 CHRNB4 CHRND CHRNE CHRNG CLCN3 CLN3 CLSTN1 CLSTN2 CLSTN3 CNP CNR1 CNR2 CNTN2 CNTN4 CNTNAP4 COLQ CORT CPEB3 CPLX1 CPLX2 CPLX3 CPLX4 CRH CRHBP CRHR2 CRKL CSPG5 CTBP2 CTNNB1 CUX2 CX3CL1 CX3CR1 CYFIP1 CYP46A1 DAG1 DAGLA DBH DBN1 DCC DGKE DGKI DGKZ DISC1 DKK1 DLG1 DLG2 DLG3 DLG4 DLGAP1 DLGAP2 DLGAP3 DLGAP4 DMD DMPK DNAJC5 DNM1 DOC2A DOC2B DRD1 DRD2 DRD3 DRD4 DRD5 DRP2 DTNA DTNB DTNBP1 DVL1 DYSF DYTN EDN1 EEA1 EFNB3 EGR2 EGR3 EIF2AK4 EIF4A3 EIF4E EIF4EBP2 EPHA4 EPHA7 EPHB1 EPHB2 ERC1 ERC2 EXOC4 EXT1 EZH2 F2R FABP5 FAM107A FARP1 FBXL20 FBXO2 FBXO45 FCHSD1 FCHSD2 FER1L4 FER1L5 FGF12 FLOT1 FMR1 FRRS1L FXR1 FYN GABARAP GABBR1 GABBR2 GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRB1 GABRB2 GABRB3 GABRD GABRE GABRG1 GABRG2 GABRG3 GABRP GABRQ GABRR1 GABRR2 GABRR3 GAD1 GAD2 GALR3 GDNF GFAP GHRL GHSR GIP GIPC1 GIT1 GJC1 GJD2 GLRA1 GLRA2 GLRA3 GLRB GLS GNA11 GNA15 GNAI2 GNAQ GNB1 GPER1 GPR158 GPR176 GRIA1 GRIA2 GRIA3 GRIA4 GRID1 GRID2 GRID2IP GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B GRK2 GRM1 GRM2 GRM3 GRM4 GRM5 GRM6 GRM7 GRM8 GSK3A GSK3B GUCY1A1 GUCY1B1 HAP1 HAPLN4 HCRT HCRTR1 HCRTR2 HDAC6 HIP1 HMGCR HOMER1 HRAS HRH1 HRH2 HRH3 HRH4 HTR1A HTR1B HTR1D HTR1E HTR1F HTR2A HTR2B HTR2C HTR3A HTR3B HTR3C HTR3D HTR3E HTR4 HTR5A HTR6 HTR7 IGSF11 IL1B IL1RAP IL1RAPL1 INA INS INSYN1 INSYN2A INSYN2B IQSEC2 ITGB1 ITPKA ITPR1 ITPR3 JAK2 JPH3 JPH4 KAT2A KCMF1 KCNB1 KCNC4 KCND2 KCNIP2 KCNJ10 KCNJ8 KCNK3 KCNMB1 KCNMB4 KCNN1 KCNQ2 KCNQ3 KCTD13 KIF1B KIF5A KIF5B KISS1 KIT KMO KMT2A KPNA1 KRAS LAMA2 LARGE1 LGI1 LGMN LILRB2 LIN7A LIN7B LIN7C LPAR3 LRFN2 LRP6 LRP8 LRRC4 LRRC4C LRRK2 LRRTM1 LRRTM2 LY6G6D LY6H LYPD1 LZTS1 MAP1A MAP1B MAPK1 MAPK3 MAPK8IP2 MAPK9 MAPT MBP MCTP1 MCTP2 MECP2 MEF2C MINK1 MIR142 MIR30B MIR320A MIR320B1 MIR320B2 MIR320C1 MIR320C2 MIR320D1 MIR320D2 MIR320E MIR324 MIR337 MIR342 MIR421 MIR433 MIR541 MIR545 MIR95 MME MPP2 MPZ MTMR2 MTNR1B MYCBPAP MYLK2 MYOF NALCN NAPA NAPB NCDN NCSTN NEFH NEFL NETO1 NEURL1 NEUROD2 NF1 NFATC4 NGDN NGF NGFR NLGN1 NLGN2 NLGN3 NLGN4X NLGN4Y NMU NOG NOS1 NPAS4 NPBWR1 NPFF NPR2 NPS NPTN NPTX1 NPTX2 NPY NPY5R NQO1 NR2E1 NR3C1 NR4A1 NRG3 NRXN1 NRXN2 NSG1 NSMF NTF3 NTF4 NTNG1 NTNG2 NTRK1 NTRK2 NTSR1 OMP OPHN1 OPRK1 OPRM1 OTOF OXTR P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX6 P2RX7 P2RY1 P2RY4 PACSIN2 PAFAH1B1 PAIP2 PARK7 PCDH17 PCDH8 PCDHB10 PCDHB11 PCDHB13 PCDHB14 PCDHB16 PCDHB2 PCDHB3 PCDHB4 PCDHB5 PCDHB6 PCDHB9 PCLO PDE7B PDE9A PDLIM4 PDYN PDZD11 PENK PFN1 PFN2 PHF24 PICK1 PINK1 PIP5K1C PLAT PLCB1 PLCG1 PLCL1 PLCL2 PLK2 PLP1 PLPPR4 PMCH PMCHL2 PMP22 PNKD PNOC PPFIA2 PPFIA3 PPP1R9A PPP3CA PPP3CB PPP3R1 PPT1 PREPL PRKACA PRKAR1B PRKAR2B PRKCB PRKCE PRKCG PRKCZ PRKN PRNP PRR7 PRRT1 PRRT2 PSEN1 PTCHD1 PTEN PTGS2 PTK2B PTN PTPRA PTPRD PTPRN2 PTPRS PVALB PXK RAB3A RAB3B RAB3GAP1 RAB5A RAB8A RAC3 RAP1A RAP1B RAP1BL RAPGEF2 RAPSN RARA RASD2 RASGRF1 RASGRF2 RELA RELN RETN RGS10 RGS14 RGS4 RGS8 RIC3 RIMBP2 RIMBP3 RIMBP3B RIMBP3C RIMS1 RIMS2 RIMS3 RIMS4 RIT2 RNF10 RNF167 RNF19A ROR2 RPH3A RPH3AL RPS6KA1 RPS6KA2 RPS6KA3 RPS6KB1 RTN4 S100B S1PR2 SCGN SCN2B SCRIB SCT SCTR SDCBP SEPTIN5 SERPINE2 SEZ6 SHANK1 SHANK2 SHANK3 SHISA6 SHISA7 SHISA8 SHISA9 SIPA1L1 SLC12A2 SLC12A4 SLC12A5 SLC12A6 SLC12A7 SLC17A6 SLC17A7 SLC17A8 SLC18A2 SLC18A3 SLC1A1 SLC1A2 SLC1A3 SLC1A4 SLC1A6 SLC1A7 SLC24A1 SLC24A2 SLC29A1 SLC30A1 SLC32A1 SLC38A1 SLC38A2 SLC4A10 SLC4A8 SLC5A7 SLC6A1 SLC6A2 SLC6A3 SLC6A4 SLC6A5 SLC6A6 SLC6A9 SLC7A10 SLC7A11 SLC8A2 SLC8A3 SLITRK3 SLITRK5 SLURP2 SNAP23 SNAP25 SNAP29 SNAP47 SNAPIN SNCA SNCAIP SNCB SNCG SNPH SNX14 SORCS2 SORCS3 SPG11 SQSTM1 SRF SRGN SSH1 SST STAC3 STAU1 STAU2 STX11 STX19 STX1A STX1B STX2 STX3 STX4 STXBP1 STXBP2 STXBP3 STXBP5 SV2A SV2B SV2C SYAP1 SYBU SYN1 SYN2 SYN3 SYNE1 SYNGAP1 SYNGR1 SYNJ1 SYP SYPL1 SYT1 SYT10 SYT11 SYT12 SYT2 SYT4 SYT5 SYT7 SYT8 SYT9 TAC1 TACR1 TACR2 TBC1D24 TH TMEM108 TMEM25 TMOD2 TNF TNR TOR1A TPBG TPGS1 TPRG1L TRIO TRPV1 TSHZ3 TSPOAP1 TUBB2B TYROBP UBE3A UCN UNC119 UNC13A UNC13B UNC13C USP14 USP46 USP8 UTRN UTS2 VAMP2 VDAC1 VGF VPS18 VPS35 VPS54 WNT3A WNT5A WNT7A YTHDF1 YWHAG YWHAH ZACN ZDHHC12 ZDHHC2 ZDHHC3 ZMYND8 GOBP_SYNAPTIC_SIGNALING_VIA_NEUROPEPTIDE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SYNAPTIC_SIGNALING_VIA_NEUROPEPTIDE NPY NPY5R NTRK2 PENK SYT4 VGF GOBP_SYNAPTIC_TRANSMISSION_CHOLINERGIC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SYNAPTIC_TRANSMISSION_CHOLINERGIC ACHE ADORA2A ANXA9 APOE CHRFAM7A CHRM3 CHRNA1 CHRNA10 CHRNA2 CHRNA3 CHRNA4 CHRNA5 CHRNA6 CHRNA7 CHRNB1 CHRNB2 CHRNB3 CHRNB4 CHRNE CHRNG COLQ LAMA2 LYPD1 NALCN NQO1 RAPSN RIC3 SLC18A3 SLC5A7 TACR1 TACR2 GOBP_SYNAPTIC_TRANSMISSION_DOPAMINERGIC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SYNAPTIC_TRANSMISSION_DOPAMINERGIC ADORA2A ARRB2 CDK5 CHRNA7 CHRNB2 CNTNAP4 CRH CRHBP DRD1 DRD2 DRD3 DRD4 DRD5 FLOT1 GDNF PARK7 PINK1 PNKD PRKN PTGS2 RAB3B RASD2 SLC6A2 SLC6A3 SLC6A4 SNCA TH TOR1A GOBP_SYNAPTIC_TRANSMISSION_GABAERGIC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SYNAPTIC_TRANSMISSION_GABAERGIC ADORA1 ADORA2A ADRA1A BAIAP3 CA2 CA7 CLCN3 CLN3 CLSTN3 CNR1 CNR2 CNTNAP4 DRD2 EZH2 GABBR1 GABBR2 GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRB2 GABRB3 GABRD GABRE GABRG1 GABRG2 GABRG3 HAP1 HAPLN4 HTR1B KIF5B KRAS NALCN NF1 NLGN1 NLGN2 NPAS4 NPS NPY5R OXTR PHF24 PLCL1 PLCL2 PRKCE RAC3 SLC38A1 SLC6A1 SLITRK3 STXBP1 SYN3 TACR1 TPBG USP46 VPS54 ZDHHC12 ZDHHC3 GOBP_SYNAPTIC_TRANSMISSION_GLUTAMATERGIC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SYNAPTIC_TRANSMISSION_GLUTAMATERGIC ABCC8 ADORA1 ADORA2A ALS2 ATAD1 ATP1A2 CACNB4 CACNG2 CACNG3 CACNG4 CACNG5 CACNG7 CACNG8 CCL2 CCR2 CDH2 CDH8 CDHR3 CDK5 CLCN3 CLN3 CLSTN3 CNR1 DGKI DGKZ DISC1 DKK1 DRD1 DRD2 DRD3 DTNBP1 EXT1 FRRS1L FXR1 GRIA1 GRIA2 GRIA3 GRIA4 GRID1 GRID2 GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B GRM1 GRM2 GRM3 GRM4 GRM5 GRM6 GRM7 GRM8 HDAC6 HOMER1 HTR1B HTR2A IQSEC2 KCNJ8 KMO LRRK2 MAPK8IP2 MEF2C MIR142 NAPA NAPB NF1 NLGN1 NLGN2 NLGN3 NPS NR3C1 NRXN1 NTRK1 OPHN1 OXTR P2RX1 PLPPR4 PRKN PSEN1 PTGS2 PTK2B RAB3GAP1 RELN RNF167 ROR2 SERPINE2 SHANK3 SLC17A6 SLC17A7 SLC17A8 SLC1A4 SLC38A2 STXBP1 SYT1 TNF TNR TPRG1L TSHZ3 UCN UNC13A UNC13B UNC13C VPS54 GOBP_SYNAPTIC_TRANSMISSION_GLYCINERGIC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SYNAPTIC_TRANSMISSION_GLYCINERGIC GLRA1 GLRB SLC6A5 SLC6A9 SLC7A10 GOBP_SYNAPTIC_VESICLE_BUDDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SYNAPTIC_VESICLE_BUDDING AP1G1 AP3B2 AP3D1 AP3M2 AP3S1 AP3S2 DNM1 PICALM SLC2A4 SNAP91 GOBP_SYNAPTIC_VESICLE_CLUSTERING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SYNAPTIC_VESICLE_CLUSTERING BRSK1 BRSK2 BSN CDH2 CTBP1 CTNNB1 NLGN1 NLGN2 PCDH17 PCLO PTEN RAB3A SYN1 SYN2 SYN3 SYNDIG1 GOBP_SYNAPTIC_VESICLE_COATING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SYNAPTIC_VESICLE_COATING AP3B2 AP3D1 AP3M2 AP3S1 AP3S2 GOBP_SYNAPTIC_VESICLE_CYTOSKELETAL_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SYNAPTIC_VESICLE_CYTOSKELETAL_TRANSPORT AP3B1 AP3B2 AP3D1 AP3M1 AP3M2 AP3S1 AP3S2 BLOC1S1 BLOC1S2 BLOC1S3 BLOC1S4 BLOC1S5 BLOC1S6 BORCS5 DTNBP1 MAP2 SNAPIN TRIM46 GOBP_SYNAPTIC_VESICLE_DOCKING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SYNAPTIC_VESICLE_DOCKING BLOC1S6 CTBP2 PPFIA3 SNAP25 SNPH STX1B TPRG1L UNC13A UNC13B UNC13C GOBP_SYNAPTIC_VESICLE_ENDOSOMAL_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SYNAPTIC_VESICLE_ENDOSOMAL_PROCESSING AP1G1 AP3D1 EEA1 GRIPAP1 ITSN1 ITSN2 STX6 VAMP4 VTI1A GOBP_SYNAPTIC_VESICLE_EXOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SYNAPTIC_VESICLE_EXOCYTOSIS ATP2A2 BLOC1S6 BRAF CACNB4 CADPS CADPS2 CASK CDK5 CPLX1 CPLX2 CPLX3 CPLX4 CSPG5 CTBP2 DNAJC5 DOC2A DOC2B DTNBP1 DVL1 ERC2 FBXL20 FBXO45 FMR1 GIT1 GRIK5 HTR1B LRRK2 NAPA NAPB NLGN1 OTOF P2RX1 P2RX7 P2RY1 P2RY4 PCLO PFN2 PIP5K1C PPFIA2 PPFIA3 PREPL PRKCB PRKCG PRRT2 PSEN1 RAB3A RAB3GAP1 RAB5A RAP1A RAP1B RAP1BL RIMS1 RIMS2 RIMS3 RIMS4 RPH3A SCRIB SEPTIN5 SLC4A8 SNAP23 SNAP25 SNAP29 SNAP47 SNAPIN SNCA SNPH STX11 STX19 STX1A STX1B STX2 STX3 STXBP1 STXBP5 SV2A SV2B SV2C SYN1 SYNJ1 SYP SYT1 SYT10 SYT11 SYT12 SYT2 SYT4 SYT5 SYT7 SYT8 SYT9 TPRG1L UNC13A UNC13B UNC13C VAMP2 VPS18 WNT7A GOBP_SYNAPTIC_VESICLE_LOCALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SYNAPTIC_VESICLE_LOCALIZATION AP1G1 AP3B1 AP3B2 AP3D1 AP3M1 AP3M2 AP3S1 AP3S2 BLOC1S1 BLOC1S2 BLOC1S3 BLOC1S4 BLOC1S5 BLOC1S6 BORCS5 BRSK1 BRSK2 BSN CDH2 CDK5 CTBP1 CTNNB1 DNM1 DNM2 DTNBP1 KIF5A KIF5B KIF5C LIN7A LRRK2 MAP2 NLGN1 NLGN2 PCDH17 PCLO PICALM PINK1 PRKN PTEN RAB27A RAB3A SLC2A4 SNAP91 SNAPIN SNCA SPG11 SYN1 SYN2 SYN3 SYNDIG1 SYNJ1 TMEM230 TOR1A TRIM46 GOBP_SYNAPTIC_VESICLE_LUMEN_ACIDIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SYNAPTIC_VESICLE_LUMEN_ACIDIFICATION ATP6AP1 ATP6AP2 ATP6V0A1 ATP6V0A4 ATP6V0D1 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1D ATP6V1E1 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1H CLCN3 GOBP_SYNAPTIC_VESICLE_MATURATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SYNAPTIC_VESICLE_MATURATION ATP6AP1 ATP6AP2 ATP6V0A1 ATP6V0A4 ATP6V0D1 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1D ATP6V1E1 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1H CLCN3 DLG4 PICALM RAB3A SNAPIN STXBP1 SYP UNC13A UNC13B UNC13C ZDHHC15 ZDHHC20 GOBP_SYNAPTIC_VESICLE_MEMBRANE_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SYNAPTIC_VESICLE_MEMBRANE_ORGANIZATION AP3D1 CPLX1 CPLX2 CPLX3 DOC2A DOC2B ERC2 GRIK5 PRRT2 RAB3A SNAP23 SNAP25 SNAP29 SNAP47 SNAPIN STX11 STX19 STX1A STX1B STX2 STX3 STXBP1 SYNGR1 SYNGR2 SYP SYT1 SYT9 TOR1A GOBP_SYNAPTIC_VESICLE_PRIMING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SYNAPTIC_VESICLE_PRIMING ERC2 NAPA NAPB RPH3A SNAP23 SNAP25 SNAP29 SNAP47 SNCA STX1A STX1B STXBP1 STXBP5 SV2A SYNJ1 UNC13A UNC13B UNC13C GOBP_SYNAPTIC_VESICLE_RECYCLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SYNAPTIC_VESICLE_RECYCLING ABCA13 ACTB ACTG1 AMPH AP1G1 AP2B1 AP2M1 AP2S1 AP3B2 AP3D1 AP3M2 AP3S1 AP3S2 ARF6 BIN1 BLTP1 BTBD9 CANX CDK5 CTBP1 CYFIP1 DGKQ DNAJC6 DNM1 DNM2 DNM3 FCHO2 GAK GIT1 GIT2 GRIPAP1 ITSN1 ITSN2 LRRK2 NLGN1 NLGN2 NLGN3 NLGN4X NLGN4Y OPHN1 PACSIN1 PICALM PIP5K1C PLAA PLD2 PPP3CB PPP3CC PRKN RAB27B RAB3A RAB5A ROCK1 SCRIB SH3GL1 SH3GL2 SH3GL3 SLC17A7 SLC2A4 SNAP91 SNCA SNCB SNCG SNX9 STON1 STON2 STX1A STX1B SYNJ1 SYNJ2 SYP SYT1 SYT11 SYT2 SYT5 SYT7 SYT8 TBC1D24 TOR1A VAMP2 VAMP4 WNT3A WNT7A GOBP_SYNAPTIC_VESICLE_RECYCLING_VIA_ENDOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SYNAPTIC_VESICLE_RECYCLING_VIA_ENDOSOME AP1G1 AP3D1 GRIPAP1 ITSN1 ITSN2 GOBP_SYNAPTIC_VESICLE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SYNAPTIC_VESICLE_TRANSPORT AP1G1 AP3B1 AP3B2 AP3D1 AP3M1 AP3M2 AP3S1 AP3S2 BLOC1S1 BLOC1S2 BLOC1S3 BLOC1S4 BLOC1S5 BLOC1S6 BORCS5 CDK5 CTNNB1 DNM1 DNM2 DTNBP1 KIF5A KIF5B KIF5C LIN7A LRRK2 MAP2 PICALM PINK1 PRKN RAB27A RAB3A SLC2A4 SNAP91 SNAPIN SNCA SPG11 SYNJ1 TMEM230 TOR1A TRIM46 GOBP_SYNAPTIC_VESICLE_UNCOATING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SYNAPTIC_VESICLE_UNCOATING DNAJC6 GAK SH3GL1 SH3GL2 SH3GL3 SYNJ1 GOBP_SYNAPTONEMAL_COMPLEX_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SYNAPTONEMAL_COMPLEX_ORGANIZATION AGO4 BAG6 C1orf146 EHMT2 HORMAD1 HSPA2 MEIOC MLH3 P3H4 PLK1 REC8 SHOC1 SPO11 STAG3 SYCE1 SYCE1L SYCE2 SYCE3 SYCP1 SYCP2 TERB2 TEX11 TEX12 TEX15 TRIP13 UBE2B GOBP_SYNCYTIUM_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SYNCYTIUM_FORMATION ADAM12 ADAM9 ADAMTS15 ADAMTS5 ADGRB1 ADGRB3 CACNA1H CACNA1S CAMK1 CAPN2 CAV3 CCNG1 CD109 CD53 CD81 CD9 CDON CFLAR CXCL10 CXCL9 CYP19A1 DCSTAMP DOCK1 DOCK2 DOCK5 DYRK1B EHD1 EHD2 ERCC1 ERVFRD-1 ERVH48-1 ERVW-1 FLOT1 GCM1 GDF15 IL4 IL4R ITGB1 JAM2 KCNH1 MAPK14 MIR515-1 MYH9 MYMK MYMX MYOD1 MYOG NEO1 NFATC2 NOS1 NPHS1 OCSTAMP PLEKHO1 PTGFRN RAPGEF3 RIPOR2 SBNO2 SCGB3A1 SH3PXD2A TANC1 TCTA TMEM182 TNFSF14 TREM2 TYROBP VASH2 WNT1 GOBP_SYNOVIOCYTE_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_SYNOVIOCYTE_PROLIFERATION BTK MIR181C NEAT1 SAAL1 TNF GOBP_S_ADENOSYLMETHIONINE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_S_ADENOSYLMETHIONINE_CYCLE AHCY AHCYL1 AHCYL2 APIP ENOPH1 MRI1 MTRR GOBP_S_ADENOSYLMETHIONINE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_S_ADENOSYLMETHIONINE_METABOLIC_PROCESS AHCY AHCYL1 AHCYL2 APIP BHMT BHMT2 ENOPH1 GNMT MAT1A MAT2A MAT2B METTL16 MRI1 MTHFR MTRR GOBP_S_SHAPED_BODY_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_S_SHAPED_BODY_MORPHOGENESIS BMP4 HES1 HES5 LHX1 PAX8 PKD2 WT1 GOBP_TACHYKININ_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TACHYKININ_RECEPTOR_SIGNALING_PATHWAY GRK2 GRK5 TAC1 TAC3 TAC4 TACR1 TACR2 TACR3 GOBP_TAIL_ANCHORED_MEMBRANE_PROTEIN_INSERTION_INTO_ER_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TAIL_ANCHORED_MEMBRANE_PROTEIN_INSERTION_INTO_ER_MEMBRANE BAG6 CAMLG EMC1 EMC10 EMC2 EMC3 EMC4 EMC6 EMC7 EMC8 EMC9 GET1 GET3 GET4 MMGT1 SGTA UBL4A GOBP_TANGENTIAL_MIGRATION_FROM_THE_SUBVENTRICULAR_ZONE_TO_THE_OLFACTORY_BULB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TANGENTIAL_MIGRATION_FROM_THE_SUBVENTRICULAR_ZONE_TO_THE_OLFACTORY_BULB ARX LRRK2 OGDH ROBO1 SLIT1 SLIT2 SLIT3 SRF GOBP_TAURINE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TAURINE_METABOLIC_PROCESS BAAT CDO1 CSAD FMO1 FMO3 GHR PHGDH STAT5A STAT5B GOBP_TAURINE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TAURINE_TRANSPORT LRRC8A LRRC8C LRRC8D SLC16A6 SLC36A1 SLC6A11 SLC6A13 SLC6A6 GOBP_TAXIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TAXIS ABCC1 ACKR2 ACKR3 ACKR4 ADAM10 ADAM17 ADAM8 ADGRA2 ADGRE2 AGER AGTR1 AIF1 AKIRIN1 ALKBH1 ALOX5 AMOT ANGPT1 ANGPT2 ANO6 ANOS1 ANXA1 APOA1 ARHGEF16 ARHGEF5 ARRB2 ARTN ATOH7 AZU1 BCAR1 BIN2 BMP4 BMPR2 BSG BST1 C1QBP C3AR1 C5 C5AR1 C5AR2 CALCA CALR CAMK1D CASR CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL27 CCL28 CCL3 CCL3L1 CCL3L3 CCL4 CCL5 CCL7 CCL8 CCN1 CCN3 CCR1 CCR10 CCR2 CCR3 CCR4 CCR5 CCR6 CCR7 CCR8 CCR9 CCRL2 CD300H CD74 CDH13 CH25H CHGA CKLF CMKLR1 CMTM1 CMTM2 CMTM3 CMTM5 CMTM7 CMTM8 CNR2 COLEC10 CORO1A CORO1B CREB3 CRK CRKL CSF1 CSF1R CSF3R CTSG CX3CL1 CX3CR1 CXADR CXCL1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL14 CXCL16 CXCL17 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 CXCR1 CXCR2 CXCR3 CXCR4 CXCR5 CXCR6 CYP19A1 CYP7B1 CYRIB CYSLTR1 DAPK2 DDT DEFA1 DEFA1B DEFB1 DEFB103A DEFB103B DEFB104A DEFB104B DEFB109B DEFB110 DEFB114 DEFB124 DEFB130A DEFB130B DEFB133 DEFB4A DNM1L DOCK2 DOCK4 DPEP1 DPP4 DSCAM DUSP1 DUSP3 ECSCR EDN1 EDN2 EDN3 EDNRB EFNA5 EFNB2 EGR3 ELANE ELMO2 ENPP2 EPHA2 EPHA7 EPHB1 F2RL1 F3 F7 FCER1G FER FES FEZF2 FFAR2 FGF1 FGF10 FGF16 FGF18 FGF2 FGF4 FGF7 FGF8 FGFR1 FLRT2 FLRT3 FLT1 FOLR2 FOSL1 FPR1 FPR2 FPR3 GAB1 GAS6 GBF1 GDNF GPNMB GPR15LG GPR18 GPR183 GPSM3 GREM1 HBEGF HDAC6 HGF HMGB1 HMGB2 HOXB9 HRAS HRG HSD3B7 HSPB1 IL10 IL12A IL16 IL17RA IL17RC IL1B IL23A IL34 IL4 IL6 IL6R ITGA1 ITGA2 ITGA9 ITGAV ITGB2 ITGB3 JAM3 JAML KDR KIT KLRC4-KLRK1 KLRK1 L1CAM LBP LECT2 LEF1 LGALS3 LGALS9 LGMN LGR6 LOX LPAR1 LRTM1 LRTM2 LSP1 LTB4R2 LYN LYST MACO1 MAP2K1 MAPK1 MAPK14 MAPK3 MCU MDK MEGF8 MET MICOS10-NBL1 MIF MIR149 MIR15A MIR16-1 MIR223 MIR34A MIR424 MMP2 MMP28 MOSPD2 MPP1 MSMP MSTN MTUS1 MYCBP2 NBL1 NCKAP1L NEDD9 NINJ1 NOD2 NOTCH1 NOVA2 NR4A1 NRG1 NRG3 NRP1 NRP2 NTF3 NTN1 NTRK3 NUP85 OPN4 OR10J5 OR1D2 OXSR1 P2RX4 P2RY12 PADI2 PARVA PDE4B PDGFA PDGFB PDGFD PDGFRA PDGFRB PF4 PF4V1 PGF PIK3C2G PIK3CB PIK3CD PIK3CG PIKFYVE PIP5K1A PIP5K1C PLA2G1B PLA2G6 PLA2G7 PLAU PLAUR PLD1 PLEC PLEKHG5 PLGRKT PLP2 PLXNA3 PLXNA4 PLXNB3 POU4F2 PPBP PPIA PPIB PPM1F PREX1 PRKCD PRKCQ PRKD1 PRKD2 PROK2 PRSS56 PTAFR PTGDR2 PTK2 PTK2B PTN PTPN2 PTPRJ PTPRO RAB13 RAC1 RAC2 RAC3 RALA RALBP1 RARRES2 RHO RHOA RHOG RIN3 RIPOR2 RNASE2 RNASE3 ROBO1 ROBO2 ROBO3 RPL13A RPS19 RYK S100A12 S100A14 S100A4 S100A7 S100A8 S100A9 S1PR1 SAA1 SBDS SCG2 SCRIB SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SERPIND1 SERPINE1 SFTPD SLAMF1 SLAMF8 SLC12A2 SLC8B1 SLIT1 SLIT2 SLIT3 SMAD3 SMOC2 SPI1 SPN SRP54 ST6GAL1 STAP1 STK39 STX3 STX4 SUCNR1 SWAP70 SYK TAFA4 TBR1 TGFB1 TGFB2 THBS1 THBS4 TIAM1 TIRAP TMEM102 TMSB4X TNFAIP6 TNFRSF11A TNFSF11 TNFSF14 TNFSF18 TPBG TREM1 TREM2 TRPM2 TRPM4 TRPV4 TSC2 TUBB2B TYMP UNC5C USP14 VAV1 VAV3 VCAM1 VEGFA VEGFB VEGFC VEGFD WNK1 WNT3 WNT3A WNT5A XCL1 XCL2 XCR1 YTHDF1 ZNF580 GOBP_TELENCEPHALON_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TELENCEPHALON_DEVELOPMENT ADGRG1 AGTPBP1 AKIRIN2 ALDH1A3 ALK ANXA3 AQP1 ARHGAP11B ARL13B ARX ASCL1 ASPM ATAT1 ATF5 ATG16L1 ATIC ATOH1 ATP1A2 ATP1B2 ATP2B4 AVPR1A AVPR2 BAX BBS1 BBS2 BBS4 BCAN BCL11B BMERB1 BMP2 BMP4 BNIP3 BTBD3 BTG2 C12orf57 CASP3 CCDC141 CCDC85C CDH2 CDK5 CDK5R1 CDK5R2 CDK6 CDON CEP120 CHD7 CNTN2 CNTNAP2 COL3A1 CORO1C CRK CRKL CSF1R CSNK2A2 CTNNB1 CXCL12 CXCR4 DAB1 DAB2IP DCLK2 DISC1 DIXDC1 DLX1 DLX2 DLX5 DMRTA2 DNAH5 DPCD DRAXIN DRD1 DRD2 EFHC1 EFNA2 EGFR EIF2B5 EMX1 EMX2 EOMES EPHA5 EPHB2 EPHB3 ERBB4 EXT1 EZH1 EZH2 FAT4 FBXO45 FEZ1 FEZF1 FEZF2 FGF13 FGF8 FLNA FOXB1 FOXG1 FOXP1 FOXP2 FUT1 FUT10 FXR1 FXR2 GART GLI3 GRIA1 GSK3B GSX2 H2AX HDAC1 HERC1 HES1 HES5 HIF1A HPRT1 HSD3B1 HSD3B2 HTR5A HTR6 ID2 ID4 IGF1R IGF2BP1 INHBA KAT2A KCNA1 KCNA2 KCNA3 KCNC1 KDM1A KDM2B KDM6B KIF14 KIF26A KIRREL3 LAMB1 LARGE1 LEF1 LHX1 LHX2 LHX5 LHX6 LMX1A LPAR1 LRP8 LRRK2 MAS1 MBOAT7 MCPH1 MDGA1 MDK MECP2 MFSD2A MGARP MKKS NARS1 NCOA1 NDE1 NDEL1 NEFL NEUROD1 NEUROD6 NF1 NF2 NFIB NIN NKX2-1 NOTCH2NLA NOTCH2NLB NOTCH2NLC NPY NR2E1 NRG3 NSUN5 NTRK2 NUMB NUMBL OGDH OXTR P2RY12 PAFAH1B1 PALS1 PAX5 PAX6 PEX13 PEX5 PHACTR1 PHLPP2 PLCB1 PLXNA3 PLXNA4 POMGNT1 POMT2 POU3F2 POU3F3 PPP1R9B PRDM8 PROX1 PSEN1 PTEN PTPRS RAN RARA RARB RELN RFX4 RHOA ROBO1 ROBO2 RPGRIP1L RTN4 RTN4R RTN4RL1 RYK SALL1 SCN2A SCN5A SCT SECISBP2 SEMA3A SEMA6B SEMA7A SHANK3 SHH SIX3 SKI SLC1A2 SLC2A1 SLC32A1 SLC38A2 SLC7A11 SLIT1 SLIT2 SLIT3 SLITRK5 SMO SRD5A1 SRD5A2 SRF SRGAP2 SRGAP2C SUN1 SUN2 SYNE2 SZT2 TACC1 TACC2 TACC3 TBR1 TCTN1 TH TMEM108 TMEM14B TNR TRA2B TRAPPC9 TSC1 TSKU TTC8 TUBA1A TUBB2A TUBB2B UBA6 UCHL5 UNCX UQCRQ WDR37 WDR47 WDR62 WDR89 WNT3A WNT5A XRCC1 XRN2 YWHAE ZDHHC16 ZIC1 ZIC3 ZMIZ1 ZSWIM6 GOBP_TELENCEPHALON_GLIAL_CELL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TELENCEPHALON_GLIAL_CELL_MIGRATION ADGRG1 BMERB1 CDK5 CDK5R1 CDK5R2 COL3A1 CTNNB1 DAB1 DAB2IP DISC1 FOXG1 GLI3 LAMB1 LRP8 MBOAT7 NR2E1 P2RY12 PAFAH1B1 RELN RTN4 SRGAP2 SRGAP2C SUN1 SUN2 SYNE2 WDR47 ZMIZ1 GOBP_TELENCEPHALON_REGIONALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TELENCEPHALON_REGIONALIZATION ADGRG1 BMP2 BMP4 DMRTA2 EMX1 EMX2 EOMES GSX2 LHX2 PAX6 SHH SIX3 TRA2B GOBP_TELOMERASE_HOLOENZYME_COMPLEX_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TELOMERASE_HOLOENZYME_COMPLEX_ASSEMBLY ATM ATR HSP90AA1 HSP90AB1 NAF1 PTGES3 GOBP_TELOMERASE_RNA_LOCALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TELOMERASE_RNA_LOCALIZATION CCT2 CCT3 CCT4 CCT5 CCT6A CCT7 CCT8 DCP2 DKC1 EXOSC10 NAF1 NHP2 NOP10 PARN RUVBL1 RUVBL2 SHQ1 TCP1 WRAP53 GOBP_TELOMERE_CAPPING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TELOMERE_CAPPING ACD ATM AURKB CTC1 DCLRE1B ERCC1 ERCC4 HNRNPD MAP2K7 MAP3K4 MAPK1 MAPK15 MAPK3 MAPKAPK5 MRE11 NABP2 NBN NEK2 NEK7 PKIB PNKP POT1 PRKCQ PRKDC RAD50 RTEL1 SMG6 SPDYA STN1 TEN1 TERF1 TERF2 TERF2IP TFIP11 TINF2 TNKS TNKS2 USP7 XRCC1 GOBP_TELOMERE_LOCALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TELOMERE_LOCALIZATION ATM KASH5 MAJIN MLH1 NUP98 SPDYA SPO11 SUN1 TERB1 TERB2 TERF1 UBE2B GOBP_TELOMERE_MAINTENANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TELOMERE_MAINTENANCE ACD ACTL6A ACTR5 ACTR8 APEX1 ATM ATR ATRX AURKB BLM BRCA2 CCNE1 CCNE2 CCT2 CCT3 CCT4 CCT5 CCT6A CCT7 CCT8 CTC1 CTNNB1 DCLRE1B DCLRE1C DCP2 DHX36 DKC1 DNA2 EID3 ERCC1 ERCC4 EXO1 EXOSC10 FBXO4 FEN1 GAR1 GNL3 GNL3L HDAC8 HMBOX1 HNRNPA1 HNRNPA2B1 HNRNPC HNRNPD HNRNPU HSP90AA1 HSP90AB1 HUS1 HUS1B INO80 INO80B INO80C INO80D INO80E LTO1 MAD2L2 MAP2K7 MAP3K4 MAPK1 MAPK15 MAPK3 MAPKAPK5 MCRS1 MRE11 MYC NABP2 NAF1 NAT10 NBN NEK2 NEK7 NFRKB NHP2 NOP10 NSMCE1 NSMCE2 NSMCE3 NSMCE4A PARN PARP1 PARP3 PCNA PIF1 PINX1 PKIB PML PNKP POT1 PPP1R10 PRKCQ PRKDC PTGES3 RAD50 RAD51 RAD51C RAD51D RECQL4 RFC1 RIF1 RPA1 RPA2 RPA3 RTEL1 RUVBL1 RUVBL2 SHLD1 SHLD2 SHLD3 SIRT6 SLF1 SLF2 SLX1A SLX1B SLX4 SMARCAL1 SMC5 SMC6 SMG1 SMG5 SMG6 SP100 SPDYA SRC STN1 TCP1 TELO2 TEN1 TENT4B TEP1 TERC TERF1 TERF2 TERF2IP TERT TFIP11 TFPT TINF2 TNKS TNKS1BP1 TNKS2 UCHL5 UPF1 USP7 WRAP53 WRN XRCC1 XRCC3 XRCC5 XRCC6 XRN1 YLPM1 YY1 ZBTB48 ZNF365 ZNF827 ZSCAN4 GOBP_TELOMERE_MAINTENANCE_IN_RESPONSE_TO_DNA_DAMAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TELOMERE_MAINTENANCE_IN_RESPONSE_TO_DNA_DAMAGE ACD ACTL6A ACTR5 ACTR8 APEX1 DCLRE1B ERCC1 ERCC4 INO80 INO80B INO80C INO80D INO80E MAD2L2 MCRS1 NFRKB RIF1 RTEL1 RUVBL1 RUVBL2 SHLD1 SHLD2 SHLD3 TERF2 TERF2IP TFIP11 TFPT UCHL5 XRCC1 YY1 GOBP_TELOMERE_MAINTENANCE_VIA_RECOMBINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TELOMERE_MAINTENANCE_VIA_RECOMBINATION BRCA2 ERCC1 ERCC4 NSMCE2 RAD50 RAD51 RAD51C RAD51D SMC5 SMC6 TEP1 TERF2 XRCC1 XRCC3 GOBP_TELOMERE_MAINTENANCE_VIA_SEMI_CONSERVATIVE_REPLICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TELOMERE_MAINTENANCE_VIA_SEMI_CONSERVATIVE_REPLICATION BLM DNA2 FEN1 PCNA RTEL1 TERF1 TERF2 UPF1 WRN GOBP_TELOMERE_MAINTENANCE_VIA_TELOMERE_LENGTHENING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TELOMERE_MAINTENANCE_VIA_TELOMERE_LENGTHENING ACD ATM ATR AURKB CCT2 CCT3 CCT4 CCT5 CCT6A CCT7 CCT8 CTC1 CTNNB1 DCLRE1B DCP2 DHX36 DKC1 ERCC4 EXOSC10 FBXO4 GAR1 GNL3L HMBOX1 HNRNPA1 HNRNPA2B1 HNRNPC HNRNPU HSP90AA1 HSP90AB1 MAP2K7 MAP3K4 MAPK1 MAPK15 MAPK3 MAPKAPK5 MRE11 NAF1 NAT10 NEK2 NEK7 NHP2 NOP10 PARN PARP1 PIF1 PINX1 PKIB PNKP POT1 PRKCQ PTGES3 RAD50 RAD51 RFC1 RPA1 RTEL1 SLX1A SLX1B SLX4 SMG5 SMG6 SRC STN1 TCP1 TELO2 TEN1 TENT4B TERC TERF1 TERF2 TERF2IP TERT TINF2 TNKS TNKS1BP1 TNKS2 WRAP53 XRCC5 XRN1 ZBTB48 ZSCAN4 GOBP_TELOMERE_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TELOMERE_ORGANIZATION ACD ACTL6A ACTR5 ACTR8 APEX1 ATM ATR ATRX AURKB BLM BRCA2 CCNE1 CCNE2 CCT2 CCT3 CCT4 CCT5 CCT6A CCT7 CCT8 CTC1 CTNNB1 DCLRE1B DCLRE1C DCP2 DHX36 DKC1 DNA2 DOT1L EID3 ERCC1 ERCC4 EXO1 EXOSC10 EZH1 EZH2 FBXO4 FEN1 GAR1 GNL3 GNL3L H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HAT1 HDAC8 HMBOX1 HNRNPA1 HNRNPA2B1 HNRNPC HNRNPD HNRNPU HSP90AA1 HSP90AB1 HUS1 HUS1B INO80 INO80B INO80C INO80D INO80E LTO1 MAD2L2 MAP2K7 MAP3K4 MAPK1 MAPK15 MAPK3 MAPKAPK5 MCRS1 MRE11 MYC NABP2 NAF1 NAT10 NBN NEK2 NEK7 NFRKB NHP2 NOP10 NSMCE1 NSMCE2 NSMCE3 NSMCE4A PARN PARP1 PARP3 PCNA PIF1 PINX1 PKIB PML PNKP POT1 PPP1R10 PRKCQ PRKDC PTGES3 RAD50 RAD51 RAD51C RAD51D RECQL4 RFC1 RIF1 RPA1 RPA2 RPA3 RTEL1 RUVBL1 RUVBL2 SHLD1 SHLD2 SHLD3 SIRT2 SIRT6 SLF1 SLF2 SLX1A SLX1B SLX4 SMARCAL1 SMC5 SMC6 SMG1 SMG5 SMG6 SP100 SPDYA SRC STN1 TCP1 TELO2 TEN1 TENT4B TEP1 TERC TERF1 TERF2 TERF2IP TERT TFIP11 TFPT TINF2 TNKS TNKS1BP1 TNKS2 UCHL5 UPF1 USP7 WRAP53 WRN XRCC1 XRCC3 XRCC5 XRCC6 XRN1 YLPM1 YY1 ZBTB48 ZNF365 ZNF827 ZSCAN4 GOBP_TELOMERE_TETHERING_AT_NUCLEAR_PERIPHERY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TELOMERE_TETHERING_AT_NUCLEAR_PERIPHERY MAJIN NUP98 SPDYA SUN1 TERB1 TERB2 GOBP_TELOMERIC_D_LOOP_DISASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TELOMERIC_D_LOOP_DISASSEMBLY BLM POT1 RECQL4 SLX1A SLX1B SLX4 TERF1 TERF2 WRN GOBP_TELOMERIC_LOOP_DISASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TELOMERIC_LOOP_DISASSEMBLY BLM POT1 RECQL4 RTEL1 SLX1A SLX1B SLX4 TERF1 TERF2 WRN XRCC3 GOBP_TEMPERATURE_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TEMPERATURE_HOMEOSTASIS ABAT ABHD6 ACADL ACADVL ACHE ACOT11 ACOT13 ACSL1 ACTN3 ACVR2B ADAM17 ADAMTS5 ADCYAP1 ADIPOQ ADIPOR1 ADIPOR2 ADORA1 ADRB1 ADRB2 ADRB3 ALDH1A1 ALMS1 ALPL APC APPL2 ARRDC3 ATF4 BMAL1 BSCL2 CAV1 CCR2 CD36 CEBPB CIDEA CMKLR1 CNOT3 CNR1 CPT2 CXCR4 DBH DDIT3 DECR1 DHRS7B DIO2 DOCK7 DRD1 DRD2 DYNC1H1 EBF2 EDN2 EDNRB EGR1 EHMT1 ELOVL3 ELOVL6 EPAS1 ESRRG FABP4 FABP5 FFAR4 FGF21 FH FLCN FOXC2 FOXO1 FTO G0S2 GADD45G GATM GHRL GJA1 GNAS GPR3 GPX1 GRB10 HADH HCRT HDAC3 HOXC10 HSF1 HTR2A ID1 IGF1R IGF2BP2 IL13 IL15 IL18 IL18R1 IL1A IL1B IL4 IL4R IP6K1 IRF4 JAK2 KDM1A KDM3A KDM6B KSR2 LAMA4 LCN2 LEP LEPR LETMD1 LGR4 LNPEP LPIN1 MAP2K6 MC3R MFAP2 MFN2 NAPEPLD NMU NOD2 NOTCH1 NOVA1 NOVA2 NOX3 NPR3 NR1D1 NR1H2 NR1H3 NRDC NTSR1 OGT OMA1 OXT OXTR PCTP PDGFC PEMT PER2 PGAM5 PHOX2B PLAC8 PLCL1 PLCL2 PPARGC1A PPARGC1B PRDM16 PRKAB1 PRKAB2 PRLR PTGER3 PTGES PTGS2 PTH2R PWWP2B RB1 RBPJ RHEB SCD SFXN5 SIRT6 SLC25A44 SLC27A1 SLN SMARCA4 SQSTM1 STAT3 STAT6 STK11 SYK TFE3 THRA TLE3 TLR4 TNF TNFRSF11A TNFSF11 TRPM2 TRPM8 TRPV1 TRPV2 TSHR UCP1 UCP2 VEGFA WNT10B YBX2 ZBTB7B ZNF423 ZNF516 GOBP_TENDON_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TENDON_DEVELOPMENT BMP4 COL11A1 COL5A1 COMP GDF7 SCX GOBP_TERMINAL_BUTTON_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TERMINAL_BUTTON_ORGANIZATION CHD4 NLGN1 NLGN2 SLITRK3 SNAPIN VPS35 GOBP_TERMINATION_OF_RNA_POLYMERASE_II_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TERMINATION_OF_RNA_POLYMERASE_II_TRANSCRIPTION MAZ MED18 PCF11 SCAF4 SCAF8 SETX SSU72 SSU72L1 SSU72L2 SSU72L3 SSU72L4 SSU72L5 SSU72L6 TTF2 WNK1 XRN2 GOBP_TERPENOID_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TERPENOID_BIOSYNTHETIC_PROCESS AKR1C3 ALDH1A2 ALDH1A3 ALDH8A1 BCO1 CYP1A1 DHRS9 FDPS GGPS1 HMGCS1 HMGCS2 LSS PRMT3 RBP1 RDH10 RPE65 GOBP_TERPENOID_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TERPENOID_CATABOLIC_PROCESS AKR1B10 AKR1C3 BCO2 CYP26A1 CYP26B1 CYP26C1 CYP2W1 PLPP6 GOBP_TERPENOID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TERPENOID_METABOLIC_PROCESS ABCA4 ADH1A ADH1B ADH1C ADH4 ADH5 ADH6 ADH7 AKR1B1 AKR1B10 AKR1B15 AKR1C1 AKR1C3 AKR1C4 ALDH1A1 ALDH1A2 ALDH1A3 ALDH3A2 ALDH8A1 AWAT2 BCO1 BCO2 CEL CRABP2 CYP1A1 CYP1A2 CYP1B1 CYP26A1 CYP26B1 CYP26C1 CYP27C1 CYP2C18 CYP2C19 CYP2C8 CYP2C9 CYP2D6 CYP2E1 CYP2S1 CYP2W1 CYP3A4 CYP3A5 CYP3A7 CYP4V2 DGAT1 DGAT2 DHRS3 DHRS4 DHRS4L1 DHRS4L2 DHRS7 DHRS9 FDFT1 FDPS GGPS1 HMGCS1 HMGCS2 HSD17B6 HTRA2 LIPA LIPE LRAT LRP1 LRP2 LRP8 LSS NAPEPLD PECR PLB1 PLPP6 PNLIP PNPLA2 PNPLA4 PRMT3 RARRES2 RBP1 RBP2 RBP3 RBP4 RDH10 RDH11 RDH12 RDH13 RDH14 RDH16 RDH5 RDH8 RETSAT RLBP1 RPE65 SCPEP1 SDR16C5 SDR9C7 SRD5A1 UGT1A1 UGT1A3 UGT1A7 UGT1A8 UGT1A9 GOBP_TERTIARY_ALCOHOL_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TERTIARY_ALCOHOL_METABOLIC_PROCESS AKR1A1 AKR1B1 AKR1B10 AKR1C1 AKR1C2 AKR1C3 AKR1C4 AKR7A2 BMP2 BMP5 CACNA1H CBR4 CYP11A1 CYP11B1 CYP11B2 DGKQ DKK3 H6PD HSD11B2 REST SULT1C4 WNT4 GOBP_TESTOSTERONE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TESTOSTERONE_BIOSYNTHETIC_PROCESS AKR1C3 BGLAP CREB1 CYP19A1 DKKL1 GPRC6A HSD17B1 HSD17B3 PRKG1 SRD5A2 WNT4 GOBP_TETRAHYDROBIOPTERIN_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TETRAHYDROBIOPTERIN_METABOLIC_PROCESS DHFR DHFRP1 GCH1 PCBD1 PCBD2 PRKG2 PTS QDPR SPR GOBP_TETRAHYDROFOLATE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TETRAHYDROFOLATE_BIOSYNTHETIC_PROCESS ATIC DHFR DHFR2 DHFRP1 GART GCH1 GOBP_TETRAHYDROFOLATE_INTERCONVERSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TETRAHYDROFOLATE_INTERCONVERSION MTHFD1 MTHFD1L MTHFD2 MTHFD2L MTHFR MTHFS SHMT1 SHMT2 TYMS GOBP_TETRAHYDROFOLATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TETRAHYDROFOLATE_METABOLIC_PROCESS ATIC DHFR DHFR2 DHFRP1 GART GCH1 MTHFD1 MTHFD1L MTHFD2 MTHFD2L MTHFR MTHFS MTR SHMT1 SHMT2 TYMS GOBP_TETRAPYRROLE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TETRAPYRROLE_BIOSYNTHETIC_PROCESS ABCB10 ABCB6 ABCB7 ALAD ALAS1 ALAS2 ATP5IF1 COX10 COX15 CPOX FECH FLVCR1 FXN HMBS IBA57 IREB2 NFE2L1 PGRMC1 PPOX RSAD1 SLC11A2 SLC25A38 SLC25A39 SLC6A9 SPTA1 SRRD SUCLA2 TMEM14A TMEM14B TMEM14C TMEM14DP TMEM14EP TSPO UROD UROS GOBP_TETRAPYRROLE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TETRAPYRROLE_CATABOLIC_PROCESS ABCC1 ABCC2 AMBP BLVRA BLVRB HMOX1 HMOX2 SLCO1B1 SLCO1B3 SLCO2B1 UGT1A1 UGT1A4 UROD GOBP_TETRAPYRROLE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TETRAPYRROLE_METABOLIC_PROCESS ABCB10 ABCB6 ABCB7 ABCC1 ABCC2 ABCD4 ALAD ALAS1 ALAS2 AMBP AMN ATP5IF1 BDH2 BLVRA BLVRB CLYBL COX10 COX15 CPOX CUBN CYP1A1 CYP1A2 EIF2AK1 FECH FLVCR1 FXN HMBS HMOX1 HMOX2 HPX IBA57 IREB2 MMAA MMAB MMACHC MMADHC MTR NFE2L1 PGRMC1 PPOX RSAD1 SLC11A2 SLC25A38 SLC25A39 SLC46A1 SLC6A9 SLCO1B1 SLCO1B3 SLCO2B1 SPTA1 SRRD SUCLA2 TMEM14A TMEM14B TMEM14C TMEM14DP TMEM14EP TSPO UGT1A1 UGT1A4 UROD UROS GOBP_THALAMUS_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_THALAMUS_DEVELOPMENT CHRNB2 CNTNAP2 FOXB1 GBX2 MECP2 OGDH OLIG2 PTCHD1 SHH SMO SRD5A1 TAL2 UQCRQ GOBP_THERMOCEPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_THERMOCEPTION ADRA2A GRIK2 OPN4 RHO TRPA1 TRPM8 TRPV1 WDR47 GOBP_THIAMINE_CONTAINING_COMPOUND_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_THIAMINE_CONTAINING_COMPOUND_METABOLIC_PROCESS ACP3 SLC19A2 SLC19A3 SLC25A19 THTPA TKTL1 TPK1 GOBP_THIAMINE_DIPHOSPHATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_THIAMINE_DIPHOSPHATE_METABOLIC_PROCESS SLC19A2 SLC19A3 SLC25A19 THTPA TPK1 GOBP_THIAMINE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_THIAMINE_TRANSPORT SLC19A2 SLC19A3 SLC22A1 SLC22A2 SLC25A19 SLC35F3 SLC44A4 SLC47A1 GOBP_THIOESTER_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_THIOESTER_BIOSYNTHETIC_PROCESS ACACA ACACB ACAT1 ACLY ACSBG1 ACSBG2 ACSF3 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 ACSS1 ACSS2 DIP2A DLAT DLD ELOVL1 ELOVL2 ELOVL3 ELOVL4 ELOVL5 ELOVL6 ELOVL7 GCDH HACD1 HACD2 HSD17B12 HTD2 MLYCD MMUT MPC2 PDHA1 PDHA2 PDHB PDHX PDK1 PDK2 PDK3 PDK4 PPCS PPT1 PPT2 SLC25A1 SLC27A2 SNCA TECR GOBP_THIOESTER_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_THIOESTER_METABOLIC_PROCESS AADAT AASS ABCD1 ACACA ACACB ACAT1 ACLY ACOT1 ACOT11 ACOT12 ACOT2 ACOT4 ACOT6 ACOT7 ACOT8 ACOT9 ACSBG1 ACSBG2 ACSF2 ACSF3 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 ACSM1 ACSM2A ACSM2B ACSM3 ACSM4 ACSM5 ACSM6 ACSS1 ACSS2 BAAT DGAT1 DGAT2 DIP2A DLAT DLD DLST ELOVL1 ELOVL2 ELOVL3 ELOVL4 ELOVL5 ELOVL6 ELOVL7 ENSG00000205794 FAR1 FAR2 FITM2 GCDH GLYAT GPAM GPAT4 HACD1 HACD2 HMGCS1 HMGCS2 HSD17B12 HSD17B4 HTD2 MCEE MLYCD MMUT MPC2 MVD MVK NUDT19 NUDT7 NUDT8 OGDH OXSM PDHA1 PDHA2 PDHB PDHX PDK1 PDK2 PDK3 PDK4 PIPOX PMVK PPCS PPT1 PPT2 SLC25A1 SLC27A2 SNCA SUCLA2 SUCLG1 SUCLG2 TDO2 TECR THEM5 GOBP_THORAX_AND_ANTERIOR_ABDOMEN_DETERMINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_THORAX_AND_ANTERIOR_ABDOMEN_DETERMINATION BASP1 DCANP1 NEUROG1 TIFAB WT1 GOBP_THREONINE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_THREONINE_METABOLIC_PROCESS GCAT PHGDH RIDA SDS SDSL GOBP_THROMBIN_ACTIVATED_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_THROMBIN_ACTIVATED_RECEPTOR_SIGNALING_PATHWAY DGKQ F2R F2RL1 F2RL2 F2RL3 GP1BA HPGD IQGAP2 MET PLEK SNCA STMN1 VPS54 GOBP_THROMBOPOIETIN_MEDIATED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_THROMBOPOIETIN_MEDIATED_SIGNALING_PATHWAY CIB1 MPL RBM15 SH2B3 THPO GOBP_THYMIC_T_CELL_SELECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_THYMIC_T_CELL_SELECTION AIRE ATG5 CARD11 CCR7 CD28 CD3D CD3E CD3G CD74 DOCK2 FOXN1 GATA3 GLI3 ITPKB JAG2 PTPN2 PTPRC SHH SPN SRF STK11 TOX ZAP70 GOBP_THYMOCYTE_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_THYMOCYTE_APOPTOTIC_PROCESS ADA ADAM8 BAK1 BAX BCL11B BCL2L11 BMP4 CHEK2 DFFA EFNA1 GLI3 HIF1A JAK3 KIFAP3 PTCRA RAG1 TP53 VHL WNT5A ZC3H8 GOBP_THYMOCYTE_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_THYMOCYTE_MIGRATION ADAM8 AIRE CCL20 CCR2 CCR6 CORO1A XCL1 GOBP_THYMUS_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_THYMUS_DEVELOPMENT ABL1 AIRE ASXL1 ATM BCL11B BCL2 BCL2L11 BRAF CACNB4 CCNB2 CITED2 CRKL CTC1 CTNNB1 EPHB3 FADD FGF10 FOXE1 FOXI3 FOXN1 GATA3 HAND2 HES1 HOXA3 JARID2 LMO4 MAD1L1 MAFB MAP2K1 MAP2K2 MAPK1 MAPK3 PBX1 PRDX2 PSEN1 RAF1 RAG1 RIPK3 SHH SIX1 SIX4 SLC46A2 SOD1 SRF TBX1 TGFBR1 TYR ZBTB1 ZMPSTE24 GOBP_THYROID_GLAND_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_THYROID_GLAND_DEVELOPMENT BRAF CGA CTNS EDN1 EDNRA FGF10 FGF8 FOXE1 HESX1 HIPK2 HOXA3 HOXA5 HOXB3 HOXD3 MAP2K1 MAP2K2 MAPK1 MAPK3 NKX2-1 NKX2-5 PAX8 RAF1 RAP1GAP SHH SIX1 SMAD3 SRF TBX1 TG THRA TUBB1 GOBP_THYROID_HORMONE_GENERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_THYROID_HORMONE_GENERATION CGA CPQ CTNS CTSB CTSK DIO1 DIO2 DUOX1 DUOX2 DUOXA1 DUOXA2 FOXE1 GATA3 HPN MED1 PAX8 SLC16A10 SLC16A2 SLC26A7 SLC5A5 SLCO1C1 TG TPO GOBP_THYROID_HORMONE_MEDIATED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_THYROID_HORMONE_MEDIATED_SIGNALING_PATHWAY GPHB5 MED1 MIR208A NCOA1 PRCP RXRA THRA THRB GOBP_THYROID_HORMONE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_THYROID_HORMONE_METABOLIC_PROCESS CGA CPQ CRYM CTNS CTSB CTSK DIO1 DIO2 DIO3 DUOX1 DUOX2 DUOXA1 DUOXA2 FOXE1 GATA3 GCNT4 HPN IYD MED1 PAX8 SLC16A10 SLC16A2 SLC26A7 SLC5A5 SLCO1C1 SULT1B1 SULT2A1 TG TPO GOBP_THYROID_HORMONE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_THYROID_HORMONE_TRANSPORT CRYM SERPINA7 SLC16A10 SLC16A2 SLC17A4 SLC3A2 SLC7A5 SLC7A8 SLCO1B1 SLCO1C1 SLCO4A1 TUBB1 GOBP_THYROID_STIMULATING_HORMONE_SECRETING_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_THYROID_STIMULATING_HORMONE_SECRETING_CELL_DIFFERENTIATION BMP2 FGF2 FGF8 GATA2 LHX3 WNT4 GOBP_TIGHT_JUNCTION_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TIGHT_JUNCTION_ORGANIZATION ABCC8 ACTG1 AFDN APC ARL2 CDH5 CLDN1 CLDN10 CLDN11 CLDN12 CLDN14 CLDN15 CLDN16 CLDN17 CLDN18 CLDN19 CLDN2 CLDN20 CLDN22 CLDN23 CLDN24 CLDN25 CLDN3 CLDN34 CLDN4 CLDN5 CLDN6 CLDN7 CLDN8 CLDN9 DLG1 ECT2 EPHA2 EPHB2 ESAM EXT1 F11R FRMPD2 FZD5 GPBAR1 GRHL2 IKBKB IL17A ILDR1 LSR MARVELD2 MARVELD3 MICALL2 MIR105-1 MIR142 MPDZ MPP7 MYO1C NPHP1 NPHP4 OCEL1 OCLN PAK2 PARD3 PATJ PDCD6IP PECAM1 PLEC POF1B PRKACA PRKCH RAB13 RAMP2 ROCK1 ROCK2 SLC39A9 SNAI1 SNAI2 SRF STRN SVEP1 TBCD TGFB3 TGFBR1 TJP1 TNF WNT11 GOBP_TISSUE_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TISSUE_HOMEOSTASIS ABCA4 ABCC6 ABCC8 ACACA ACP5 ACTB ACTG1 ADAM8 ADGRV1 ADRB2 AIPL1 AKT3 ALB ALDH1A1 ALPL ANGPT1 ANKH APBB2 ARMS2 ATP1B2 AZGP1 B2M BAP1 BARD1 BAX BBS1 BBS10 BBS12 BBS2 BBS4 BCL2 BGLAP CALCA CARTPT CCDC154 CCDC66 CCN2 CCR2 CD34 CD38 CDH23 CDH3 CDH5 CDHR1 CHMP4B CIB2 CLCN3 CLDN1 CLDN12 CLDN18 CLDN3 CLDN5 CLN8 CLRN1 CNGB1 COL2A1 COL3A1 COMP CORO1A CRACD CRB1 CRB2 CROCC CSF1 CSF1R CSK CST4 CTNNB1 CTSK CUBN CXADR CYTL1 DCSTAMP DEF8 DMD DRAM2 ERCC6 ESAM ESRRB EXT1 F11R F2R FH FOSL2 FOXC1 FSHB GATA1 GATA2 GCNT2 GIGYF2 GJA1 GJB6 GNAT2 GPR137 GPR137B GPR55 HAMP HOXA13 HSPB1 HTR4 IAPP IGHA1 IGHA2 IGHG3 IGKC IHH IL10RA IL17A IL20RA IL20RB IL6 IL7 ILDR1 ILDR2 INAVA INPP5D IQCB1 ITGB1 ITGB3 JAM2 JAM3 JCHAIN KLHL10 KMT2A KRAS KRT1 LACRT LAMA2 LAMC1 LCA5 LCN1 LDB1 LDB2 LIPA LRRK1 LSR LTBP3 LTF LYZ MAK MBP MC4R MFSD2A MKKS MKS1 MTF1 MUC13 MUC2 MUC4 MUC6 NAGLU NANOS1 NCDN NDP NEUROD1 NF1 NFIB NFKBIZ NOD2 NOS3 NOTCH1 NOX4 NPHP3 NPHP4 NT5E NXNL1 NXNL2 OCLN OPRPN P2RX4 P2RX7 PBLD PCDH15 PDK4 PECAM1 PIGR PIP PIWIL4 PLEKHM1 POC1B POTEE POTEF POTEI POTEJ PPARGC1B PRDM14 PRDX1 PRICKLE1 PRKCA PRLH PROM1 PRR4 PTGS2 PTH PTH1R PTK2B PTPN11 RAB3D RAB7A RAC2 RAC3 RB1 RBP4 RDH12 RHO RP1 RP1L1 RPE65 S1PR1 SASH3 SCX SERPINA3 SH3GL2 SIGLEC15 SLC12A2 SLC1A1 SLC22A5 SLC28A2 SLC2A1 SLC39A8 SLC4A2 SMO SNX10 SOD1 SOX9 SPATA7 SPP1 SRC SRF STK11 STK39 STRAP SYK TCIRG1 TF TFF1 TFF2 TFF3 TFRC TJP1 TJP2 TJP3 TLR4 TLR9 TMEM119 TMEM64 TNFAIP3 TNFRSF11A TNFRSF11B TNFSF11 TP53INP2 TPP1 TRAF6 TRIM32 TSPAN12 TUB TUBA1A TULP1 UBASH3B USH1C USH1G USH2A USP45 VCL VEGFA VHL VPS13B VPS54 VSIG1 VSTM4 WHRN WNK3 WWTR1 XIAP YAP1 ZEB2 ZG16B ZNF675 ZNF830 GOBP_TISSUE_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TISSUE_MIGRATION AAMP ABL1 ACTA1 ACTA2 ACTC1 ACTG2 ACVRL1 ADAM17 ADAM9 ADAMTS9 ADGRA2 ADGRB1 ADIPOR1 ADTRP AGT AGTR2 AKT1 AKT3 AMOT ANGPT1 ANGPT2 ANGPT4 ANLN ANXA1 ANXA3 APELA APOA1 APOE APOH ARF6 ARHGAP5 ARSB ATOH8 ATP2B4 ATP5F1A ATP5F1B BCAR1 BCAS3 BMP10 BMPER BMPR2 CALR CAPN7 CARD10 CCBE1 CCN3 CD40 CDH13 CDH5 CEACAM1 CIB1 CLASP1 CLASP2 CLEC14A CLN3 CORO1A CORO1B CORO1C CSNK2B CTSH CXCL13 CYP1B1 DAAM2 DAB2IP DCN DLL4 DNAJA4 DOCK1 DOCK5 DPP4 DUSP10 EDN1 EDN2 EFNA1 EFNB2 EGF EGR3 EMC10 EMP2 ENPP2 EPB41L4B EPB41L5 EPHA2 EPHB4 EPPK1 ETS1 EVL FAP FAT2 FBXW7 FERMT1 FGF1 FGF10 FGF16 FGF18 FGF2 FGF4 FGF7 FGF8 FGFBP1 FGFR1 FLT4 FOXC2 FOXF1 FOXP1 FSTL1 FUT1 GADD45A GATA2 GATA3 GDF2 GFUS GIPC1 GLIPR2 GLUL GPI GPLD1 GPX1 GREM1 GRHL2 GRN HAS2 HBEGF HDAC5 HDAC6 HDAC7 HDAC9 HIF1A HMGB1 HMOX1 HRG HSPB1 HYAL1 ID1 IFNG IL4 INSL3 IQSEC1 IRS2 ITGA2 ITGA3 ITGB1 ITGB1BP1 ITGB3 JCAD JUP KANK1 KANK2 KDR KIT KITLG KLF4 KRIT1 KRT16 KRT2 LGALS8 LGMN LOXL2 LPXN LRG1 LTB4R2 MACF1 MACIR MAP2K3 MAP2K5 MAP3K3 MAP4K4 MAPK14 MAPRE2 MARVELD3 MCC MECP2 MEF2C MEOX2 MET MIA3 MIR101-1 MIR10A MIR10B MIR126 MIR129-1 MIR130A MIR132 MIR133B MIR135B MIR137 MIR143 MIR146A MIR149 MIR150 MIR152 MIR15A MIR15B MIR16-1 MIR188 MIR1908 MIR193A MIR196A1 MIR199A1 MIR19B1 MIR200A MIR200B MIR200C MIR204 MIR205 MIR206 MIR20A MIR21 MIR210 MIR212 MIR22 MIR221 MIR222 MIR2355 MIR23A MIR24-1 MIR26A1 MIR27A MIR27B MIR296 MIR29A MIR29C MIR30A MIR31 MIR320A MIR329-1 MIR342 MIR361 MIR379 MIR410 MIR424 MIR483 MIR487B MIR492 MIR494 MIR495 MIR497 MIR499A MIR503 MIR505 MIR640 MIR885 MIR92A1 MIR939 MIRLET7F1 MMP9 MMRN2 MTOR MYH9 NANOS1 NF1 NFE2L2 NOS3 NOTCH1 NR2E1 NR2F2 NR4A1 NRP1 NRP2 NUS1 P2RX4 PATZ1 PAXIP1 PDCD10 PDCD6 PDGFB PDPK1 PFN1 PFN2 PIK3C2A PIK3CA PIK3CB PIK3CD PIK3CG PIK3R3 PKN1 PKN2 PKN3 PLCG1 PLCG2 PLEKHG5 PLG PLK2 PLPP3 PLXND1 PPARD PPARG PPM1F PRCP PRKCA PRKCE PRKD1 PRKD2 PRKX PROX1 PRSS3 PRSS3P2 PTEN PTGS2 PTK2 PTK2B PTN PTP4A3 PTPN11 PTPN23 PTPRG PTPRM PTPRR PXN RAB11A RAB13 RAB25 RAC1 RGCC RHOA RHOB RHOJ RIN2 ROBO1 ROCK1 ROCK2 RRAS RREB1 RTN4 S100A12 S100A2 S100A9 S100P SASH1 SCARB1 SCG2 SEMA4A SEMA5A SERPINF1 SH3BP1 SIRT1 SLIT2 SMAD4 SMOC2 SNAI1 SNAI2 SOX18 SOX9 SP1 SP100 SPARC SPRED1 SRC SRF SRPX2 STARD13 STAT1 STAT5A STC1 SVBP SYNJ2BP TACR1 TACSTD2 TBXA2R TDGF1 TEK TESK1 TGFB1 TGFB2 TGFBR1 TGFBR2 THBS1 TMSB4X TNF TNFSF12 VASH1 VEGFA VEGFC VHL VIL1 VSTM4 WDPCP WNT5A WNT7A ZC3H12A ZEB2 ZNF580 GOBP_TISSUE_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TISSUE_MORPHOGENESIS ABL1 ACTA1 ACTA2 ACTB ACTC1 ACTG1 ACTG2 ACVR1 ACVRL1 ADAM17 ADAMTS12 ADAMTS16 ADAMTS5 ADARB1 ADM AGT AGTR2 AHDC1 AHI1 AIRE AJAP1 AJUBA ALDH1A2 ALDH1A3 ANKRD1 ANKRD6 APAF1 APC APELA APLNR AR AREG ARHGAP12 ARHGAP24 ARHGAP35 ARHGEF19 ARL13B ARMC5 ARTN ASB2 ASTN2 ATP7A AXIN1 BBS4 BBS5 BBS7 BCL10 BCL2 BMP10 BMP2 BMP4 BMP5 BMP7 BMPR1A BMPR2 BRD2 BRSK1 BRSK2 BTBD7 BTRC C2CD3 CA2 CA9 CAMSAP3 CARMIL2 CASP3 CASR CAV3 CC2D2A CCDC103 CCDC39 CCDC40 CCM2 CCN1 CD151 CD44 CDC42 CDK20 CEACAM1 CECR2 CELSR1 CELSR2 CELSR3 CEP290 CHD7 CITED1 CITED2 CLASP1 CLASP2 CLIC4 CLUAP1 COBL COL11A1 COL3A1 COL4A1 COL5A1 CPLANE2 CRB2 CRYGS CSF1 CSF1R CSMD1 CSNK2B CTHRC1 CTNNB1 CTNNBIP1 CTNS CTSH CTSZ CXCL10 CXCR2 CXCR4 CYP7B1 DAAM1 DAB2 DACT1 DAG1 DCHS1 DDR1 DEAF1 DKK1 DLC1 DLG1 DLG3 DLG5 DLL1 DLL4 DLX3 DNAAF1 DSP DVL1 DVL2 DVL3 EDN1 EDNRA EFEMP2 EFNB2 EGF EGFR EGLN1 ENG EOMES EPB41L5 EPHA2 EPHA4 EPHA7 ERBB4 ESR1 ESRP2 ETV2 EXOC4 EXOC5 EXT1 EXT2 EYA1 EYA2 EZR FAT1 FEM1B FERMT1 FERMT2 FGF1 FGF10 FGF2 FGF7 FGF8 FGFR2 FKBP1A FKBPL FLG2 FLNA FLRT3 FMN1 FOLR1 FOXA1 FOXC1 FOXC2 FOXD1 FOXE1 FOXF1 FOXF2 FOXH1 FOXL1 FOXN1 FOXN4 FOXP1 FOXQ1 FRAS1 FREM2 FRS2 FRZB FST FUZ FZD1 FZD2 FZD3 FZD5 FZD6 FZD7 GATA3 GATA4 GATA5 GBX2 GCM1 GCNT1 GCNT3 GCNT4 GDF2 GDF7 GDNF GJA1 GLI2 GLI3 GLMN GNA13 GORAB GPC3 GPI GRB2 GREB1L GREM1 GRHL2 GRHL3 GRSF1 GZF1 HAND1 HAND2 HBEGF HECTD1 HEG1 HES1 HES5 HESX1 HEY1 HEY2 HEYL HGF HHIP HIF1A HMGA2 HNF1B HOXA11 HOXA13 HOXA5 HOXB13 HOXB2 HOXB4 HOXB7 HOXD11 HOXD13 HS2ST1 HS3ST3A1 HS3ST3B1 ID4 IFT122 IFT172 IFT20 IFT52 IFT57 IGFBP5 IHH IL10 ILK INHBA INTU IRX1 IRX2 IRX3 ISL1 ITGA2 ITGA3 ITGA5 ITGA8 ITGAX ITGB1 ITGB3 ITGB4 JAG1 JAG2 JHY KAT2A KDF1 KDM2B KDM5B KDM6B KDR KIF20B KIF26B KLF4 KLHL3 KLK14 KRAS KRT12 KRT16 KRT17 KRT25 KRT27 KRT28 KRT6A KRT71 LAMA1 LAMA5 LBX1 LBX2 LCP1 LEF1 LGR4 LGR5 LHX1 LHX2 LIAS LIF LIN7C LMO4 LRG1 LRP2 LRP5 LUZP1 LZTS2 MAGED1 MAGI2 MATN1 MDK MDM2 MDM4 MED1 MED12 MEF2C MEGF8 MESP1 MESP2 MET MIB1 MICAL2 MIR1-1 MIR143 MIR145 MIR150 MIR15B MIR16-1 MIR195 MIR200C MIR21 MIR221 MKKS MKS1 MLLT3 MMP12 MMP14 MMP2 MMRN2 MRTFA MSGN1 MSN MSX1 MSX2 MTHFD1 MTHFD1L MTHFR MTOR MTSS1 MYBPC3 MYC MYF5 MYF6 MYH6 MYH7 MYL11 MYL2 MYL3 MYLK MYLK2 MYO9A NAGLU NDRG4 NF2 NFATC4 NGFR NHERF1 NKD1 NKX2-1 NKX2-5 NKX3-1 NODAL NOG NOS3 NOTCH1 NOTCH2 NOTCH4 NOTO NPHP1 NPHP3 NPNT NR3C1 NRARP NRG1 NRP1 NRP2 NTN1 NTN4 OPA1 OPHN1 OSR1 OVOL2 PAFAH1B1 PAK1 PALS1 PAX2 PAX8 PBX1 PCDH8 PDCD10 PDGFA PDPN PDX1 PFN1 PGR PHACTR4 PHB2 PHLDB2 PIK3CD PKD1 PKD2 PKHD1 PKP2 PLA2G10 PLEKHA4 PLET1 PLOD3 PLXNA1 PLXNB2 PLXND1 PML PODXL POFUT2 POU4F1 PPP1CA PPP3R1 PRICKLE1 PRICKLE2 PRKACA PRKACB PRKAR1A PRKD2 PRKX PROX1 PSEN1 PTCD2 PTCH1 PTEN PTK7 RAB10 RAC1 RALA RAP2A RARA RARG RASIP1 RBM15 RBPJ RDH10 RET RGMA RHOA RHOB RHOC RIPK4 RNF207 ROBO1 ROBO2 RPGRIP1L RPS7 RREB1 RSPO2 RSPO3 RYK RYR2 S1PR1 SALL1 SALL4 SAPCD2 SCRIB SCX SDC4 SEC24B SEMA3C SEMA3E SEMA4C SERPINB5 SETD2 SETDB2 SFRP1 SFRP2 SH3BP1 SHH SHOX2 SIRT6 SIX1 SIX2 SIX3 SIX4 SKI SLC39A12 SLIT2 SMAD1 SMAD2 SMAD3 SMAD4 SMAD7 SMO SMURF1 SMURF2 SNAI1 SNAI2 SOCS3 SOS1 SOSTDC1 SOX10 SOX11 SOX17 SOX18 SOX8 SOX9 SPEF1 SPINT1 SPINT2 SPRY1 SPRY2 SRC SRF ST14 STARD13 STAT1 STC1 STIL STK3 STK4 STOX1 SUFU SULF1 SYNE4 TACSTD2 TAF10 TAL1 TBX1 TBX18 TBX19 TBX2 TBX20 TBX3 TBX4 TBX5 TBX6 TBXT TCAP TCF15 TCF21 TCTN1 TEAD2 TFAP2A TGFB1 TGFB1I1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 TGM2 TGM3 TIAM1 TIE1 TIMELESS TLX2 TMED2 TMEFF2 TMEM100 TMEM59L TMEM79 TNC TNF TNNC1 TNNI1 TNNI3 TNNT2 TOR1A TP63 TPM1 TRAF3IP1 TRAF6 TRIM15 TRIM28 TRIM71 TSC1 TSC2 TTC8 TTN TULP3 TWIST1 TWSG1 TXNRD1 VANGL1 VANGL2 VASP VCL VDR VEGFA VEGFC VPS52 WDPCP WDR1 WLS WNK4 WNT1 WNT10A WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT9B WT1 XIRP2 YAP1 ZDHHC7 ZFPM1 ZFPM2 ZIC3 ZNRF3 GOBP_TISSUE_REGENERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TISSUE_REGENERATION ADAM15 AKIRIN1 ANXA1 APOA5 APOD BCL9 BIN3 CAPN3 CCN3 CD81 CD9 CDKN1A CDKN1B CFLAR CPQ DAG1 DUSP10 EPPK1 ERBB4 EYS EZH2 FGF10 FKRP FZD7 FZD9 GAP43 GATA4 GJD4 GNAT1 GNAT2 GPX1 HDGFL2 HOPX IFRD1 IGF1 IGFBP1 KLF5 KLK6 KPNA1 LARGE1 LGR6 MDK MIR199A1 MIR29B1 MIR590 MSTN MTPN MUSTN1 MYMK MYMX MYOD1 MYOZ1 NINJ1 NINJ2 NOTCH1 POSTN PPARD PPP3CA PTGFRN PTN PTPN12 RUNX1 SELENON SGCA SOX15 SOX2 SPAAR TEC TM4SF4 TMEM182 TXK VPS54 WNT10B WNT7A YAP1 GOBP_TISSUE_REMODELING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TISSUE_REMODELING ACE ACP5 ACVR2B ACVRL1 ADAM8 ADRB2 AGT AGTR2 ATG5 ATP7A AXL BAK1 BAX BCR BGLAP BMPR2 BSX CALCA CAPN1 CARTPT CAV1 CBS CCDC154 CCR2 CD38 CEACAM1 CELA1 CHD7 CLDN18 CRB1 CSF1R CSK CSPG4 CST3 CTHRC1 CTNNB1 CTSK DBH DCSTAMP DDR2 DEF8 DLL4 DOCK5 EDNRA EFNA2 ELF3 ENSG00000274276 EPAS1 EPHA2 EXT1 F2R FGF10 FGF8 FLNA FLT4 FOSL2 FOXC1 FOXC2 FSHB GDF5 GJA1 GNAT2 GPNMB GPR137 GPR137B GPR55 GREM1 HAMP HAND2 HIF1A HOXA3 HRG HTR1B IAPP IGFBP5 IHH IL12B IL15 IL18 IL1A IL2 IL20RA IL21 IL23A IL6 IL7 INPP5D ITGB3 JAG1 LEP LEPR LGR4 LIF LIPA LRP5 LRRK1 LTBP3 MC4R MDK MDM2 MEF2C MIR143 MIR15B MIR16-1 MIR17 MIR195 MIR199A1 MIR199B MIR20A MIR214 MIR27B MIR29B1 MIR34A MIR34B MIR34C MITF MMP14 MMP2 NCDN NDP NF1 NFKB1 NOS3 NOTCH2 NOX4 NPPC NPR2 NPR3 P2RX7 P3H4 PDK4 PLEKHM1 PLG PPARG PPARGC1B PPP3CA PRKCA PTH PTH1R PTK2B PTN RAB3D RAB7A RAC2 RASSF2 RBPJ ROCK1 ROCK2 RSPO3 RUNX1 S1PR1 SEMA3C SFRP1 SIGLEC15 SLC4A2 SNX10 SPP1 SPP2 SRC SUCO SYK SYT7 TCIRG1 TF TFRC TGFB1 THBS4 TIE1 TIMP1 TMBIM1 TMEM119 TMEM64 TNFAIP3 TNFRSF11A TNFRSF11B TNFSF11 TP53 TPH1 TPP1 TRAF6 UBASH3B UMOD VDR WNT16 ZNF675 GOBP_TNFSF11_MEDIATED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TNFSF11_MEDIATED_SIGNALING_PATHWAY CLDN18 EXT1 PIAS3 TNFRSF11A TNFSF11 GOBP_TOLERANCE_INDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TOLERANCE_INDUCTION ACOD1 AIRE CBLB CCR4 CD274 CD3E CLC FOXJ1 FOXP3 HAVCR2 HLA-B HLA-E HLA-G HMGB1 ICOS IDO1 IL2RA IRAK3 ITCH LGALS9 LILRB2 LILRB4 LYN MARCHF7 PDCD1 PHLPP1 PSG9 TGFBR2 TNFAIP3 XKR8 GOBP_TOLERANCE_INDUCTION_DEPENDENT_UPON_IMMUNE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TOLERANCE_INDUCTION_DEPENDENT_UPON_IMMUNE_RESPONSE AIRE CD274 FOXP3 HAVCR2 HLA-G PSG9 GOBP_TOLERANCE_INDUCTION_TO_SELF_ANTIGEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TOLERANCE_INDUCTION_TO_SELF_ANTIGEN AIRE FOXP3 LYN TGFBR2 XKR8 GOBP_TOLL_LIKE_RECEPTOR_2_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TOLL_LIKE_RECEPTOR_2_SIGNALING_PATHWAY ACOD1 CYBA F2RL1 IRAK1 LGALS9 LYN MFHAS1 NOD2 PIK3AP1 PJA2 RIPK2 TIRAP TLR1 TLR2 TLR6 TNFAIP3 TNIP2 TREM2 GOBP_TOLL_LIKE_RECEPTOR_3_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TOLL_LIKE_RECEPTOR_3_SIGNALING_PATHWAY CAV1 COLEC12 F2RL1 FLOT1 FLOT2 HAVCR2 IKBKB MAP3K7 OAS1 PELI1 PTPN22 RFTN1 SCARA3 SCIMP SRC TICAM1 TIRAP TLR3 TNF TNFAIP3 TNIP2 TRAF6 TRIM3 UBQLN1 UNC93B1 WDFY1 GOBP_TOLL_LIKE_RECEPTOR_4_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TOLL_LIKE_RECEPTOR_4_SIGNALING_PATHWAY ACOD1 APPL1 APPL2 BPIFB1 CD14 CHUK DAB2IP ECSIT F2RL1 FLOT1 IFI35 IRAK1 IRAK2 IRAK4 LBP LGALS9 LILRA2 LTF LY96 LYN MAP3K7 MFHAS1 MIR140 MIR146A MIR149 MIR20A MIR708 MYD88 NAGLU NFKBIA NINJ1 NMI NR1D1 NR1H3 OAS1 PELI1 PIK3AP1 PIK3R1 PRKCE PTPN22 RAB11FIP2 RAB7B RELA RIPK2 S100A14 SCIMP TICAM2 TIRAP TLR4 TMEM126A TNFAIP3 TNIP3 TRAF6 TREM2 TRIL WDFY1 ZNRF1 GOBP_TOLL_LIKE_RECEPTOR_7_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TOLL_LIKE_RECEPTOR_7_SIGNALING_PATHWAY DDX3X HAVCR2 LILRA4 PIK3AP1 PTPN22 RSAD2 SCIMP SLC15A4 TASL TLR7 TREML4 UNC93B1 GOBP_TOLL_LIKE_RECEPTOR_8_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TOLL_LIKE_RECEPTOR_8_SIGNALING_PATHWAY DDX3X MYD88 SLC15A4 TASL TLR8 GOBP_TOLL_LIKE_RECEPTOR_9_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TOLL_LIKE_RECEPTOR_9_SIGNALING_PATHWAY EPG5 FCRL3 GRAMD4 HAVCR2 HMGB1 IRAK1 IRAK4 LILRA4 NR1H4 PIK3AP1 PTPN22 PTPRS RAB7B RSAD2 RTN4 SLC15A4 TLR9 TNIP2 UNC93B1 GOBP_TOLL_LIKE_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TOLL_LIKE_RECEPTOR_SIGNALING_PATHWAY AP3B1 ARRB2 BCL10 BIRC2 BIRC3 BTK CACTIN CD300A CD300LF CD36 CD40 CTSS ESR1 FOSL1 GFI1 GPR108 GPS2 HSPD1 IKBKB IRAK1 IRAK2 IRAK3 IRAK4 IRF1 IRF3 IRF4 IRF7 LGR4 LRCH4 LRRC14 LRRC19 LY96 MAP3K7 MAPKAPK2 MAPKAPK3 MFHAS1 MIR146A MIR17 MIR19A MYD88 NFKBIL1 NFKBIZ NLRP2B NLRP6 OTUD4 PDPK1 PLCG2 PRKCE RAB11FIP2 REG3G RPS6KA3 SARM1 SCIMP SMPDL3B TASL TICAM1 TICAM2 TIRAP TLR1 TLR10 TLR2 TLR3 TLR4 TLR5 TLR6 TLR7 TLR8 TLR9 TNIP1 TNIP3 TRAF3 TRAF6 TYRO3 UNC93B1 GOBP_TOLL_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TOLL_SIGNALING_PATHWAY IRAK1 IRAK2 IRAK3 IRAK4 MYD88 NLRP12 PALM3 PELI1 PELI2 PELI3 TRAF3 GOBP_TONGUE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TONGUE_DEVELOPMENT BNC2 CTNNB1 CYP26B1 GLI3 HAND2 HDAC1 HDAC2 HOXC13 INTU KCNE2 KIT LEF1 NKX2-6 NTF4 SIX1 SIX4 TBX1 WDPCP WNT10A WNT10B GOBP_TONGUE_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TONGUE_MORPHOGENESIS CTNNB1 CYP26B1 HDAC1 HDAC2 HOXC13 INTU SIX1 SIX4 TBX1 WDPCP GOBP_TONIC_SMOOTH_MUSCLE_CONTRACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TONIC_SMOOTH_MUSCLE_CONTRACTION BBS2 CD38 EDN1 EDN2 EDN3 EDNRA GRIP2 HTR2A MKKS MYLK SCNN1B GOBP_TOOTH_ERUPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TOOTH_ERUPTION CCDC154 FAM20A SNX10 TCIRG1 TNFSF11 GOBP_TOOTH_MINERALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TOOTH_MINERALIZATION ALPL AMELX AMELY AMTN ANKH ASPN BCOR CFTR CNNM4 COL1A1 DMP1 ENAM FAM20A FAM20C ITGB6 MMP20 MSX2 NECTIN1 ODAPH PPARA SLC24A4 SLC4A2 SP7 STIM1 TBX1 TCIRG1 TFAP2A TSPEAR WDR72 WLS WNT6 GOBP_TORC1_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TORC1_SIGNALING AKT1 AKT1S1 ATM ATXN3 BMT2 C9orf72 CARD11 CASTOR1 CASTOR2 CASTOR3P CLEC16A CSNK1A1 CTNS CUL3 DEPDC5 DEPTOR DGKQ DYRK3 EP300 FLCN FNIP1 FNIP2 GPR137 GPR137B GPR137C GPR155 ITFG2 KICS2 KLHL22 KPTN LAMTOR1 LAMTOR2 LAMTOR3 LAMTOR4 LAMTOR5 LARP1 LARS1 MAPK3 MFSD8 MIOS MLST8 MTOR NLK NPC1 NPRL2 NPRL3 OTUB1 OTUD5 PIH1D1 PIM1 PIP4P1 PRKAA1 PRKAA2 PRKACA PRKACB RBX1 RHEB RNF152 RNF167 RPS6KB1 RPTOR RRAGA RRAGB RRAGC RRAGD SEC13 SEH1L SESN1 SESN2 SESN3 SIK3 SLC38A9 SMCR8 SPAAR SRC SRMS STAMBPL1 STK11 SYK SZT2 TBC1D7 TBK1 TELO2 TSC1 TSC2 UBE2D1 UBE2N UBE2W UBE3A USP32 USP4 USP7 VHL WAC WDR24 WDR59 YWHAG YWHAZ GOBP_TORC2_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TORC2_SIGNALING ARMH4 DEPTOR MAPKAP1 NCKAP1L OTUD5 PIH1D1 PINK1 PRR5 PRR5L RICTOR SESN3 SIK3 SYAP1 TELO2 USP9X GOBP_TOR_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TOR_SIGNALING AKT1 AKT1S1 AKT3 ARAF ARMH4 ATM ATXN3 BMAL1 BMT2 C9orf72 CARD11 CASTOR1 CASTOR2 CASTOR3P CCDC88A CLEC16A CRYBA1 CSNK1A1 CTNS CUL3 DDIT4 DEPDC5 DEPTOR DGKQ DISC1 DYRK3 EIF4EBP1 EIF4EBP2 ENDOG EP300 EPM2A FAM83D FBXO9 FLCN FNIP1 FNIP2 GAS6 GATA3 GBA1 GNA12 GOLPH3 GPAT3 GPR137 GPR137B GPR137C GPR155 GSK3A HDAC3 HIF1A HTR6 ITFG2 KICS2 KLHL22 KPTN LAMTOR1 LAMTOR2 LAMTOR3 LAMTOR4 LAMTOR5 LARP1 LARS1 LEP LIN28A LIPA MAPK3 MAPKAP1 MAPKAPK5 MEAK7 MFSD8 MINAR1 MIOS MIR199A1 MIRLET7F1 MLST8 MTM1 MTOR NCKAP1L NLK NPC1 NPRL2 NPRL3 NUAK1 NUAK2 OTUB1 OTUD5 PDCD6 PIH1D1 PIK3CA PIM1 PINK1 PIP4P1 PKHD1 PRKAA1 PRKAA2 PRKACA PRKACB PRR5 PRR5L RBX1 RELN RFFL RHEB RHEBL1 RICTOR RNF152 RNF167 ROS1 RPS6 RPS6KA1 RPS6KB1 RPS6KB2 RPTOR RRAGA RRAGB RRAGC RRAGD SEC13 SEH1L SESN1 SESN2 SESN3 SH3BP4 SIK3 SIRT1 SLC38A9 SMCR8 SPAAR SRC SRMS STAMBPL1 STK11 SYAP1 SYK SZT2 TBC1D7 TBCK TBK1 TELO2 TIPRL TMEM127 TNFAIP8L1 TREM2 TSC1 TSC2 TSSK1B TSSK2 TSSK3 TSSK6 TTI1 UBE2D1 UBE2N UBE2W UBE3A UBR1 UBR2 USP32 USP4 USP7 USP9X VHL WAC WDR24 WDR59 YWHAG YWHAZ ZMPSTE24 GOBP_TOXIN_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TOXIN_METABOLIC_PROCESS ARL1 AS3MT CYP1A1 CYP1A2 CYP1B1 CYP2A13 CYP2W1 CYP3A4 CYP3A5 FMO1 FMO2 N6AMT1 NFE2L2 TH GOBP_TOXIN_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TOXIN_TRANSPORT ABCG1 ADAM10 LRP6 RAB29 RAB40B SLC17A3 SLC22A1 SLC22A2 SLC22A3 SLC29A4 SLC7A8 GOBP_TRABECULA_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRABECULA_FORMATION ADAMTS1 ADGRG6 BMP10 CAV3 CHAD COL1A1 EGLN1 FBN2 FHL2 FKBP1A GREM1 HEY1 HEY2 MMP2 MSX2 NKX2-5 OVOL2 PPARGC1B RBP4 SFRP1 SLC40A1 SRF TEK TGFBR3 THBS3 WNT10B GOBP_TRABECULA_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRABECULA_MORPHOGENESIS ADAMTS1 ADGRG6 BMP10 BMP5 BMP7 BMPR1A CAV3 CHAD CHD7 COL1A1 DLL4 EGLN1 ENG FBN2 FHL2 FKBP1A FOXH1 GREM1 HEG1 HEY1 HEY2 MED1 MMP2 MSX2 NKX2-5 NOG NOTCH1 NRG1 OVOL2 PLXNB1 PPARGC1B RBP4 RBPJ RHOA S1PR1 SBNO2 SEMA4D SFRP1 SLC40A1 SOS1 SRF TEK TGFB2 TGFBR1 TGFBR3 THBS3 WNT10B GOBP_TRACHEA_CARTILAGE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRACHEA_CARTILAGE_DEVELOPMENT HOXA5 RARA RARG RSPO2 SOX9 SRF WNT7B GOBP_TRACHEA_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRACHEA_DEVELOPMENT BMP4 CTNNB1 EDA FOXF1 HOXA5 HYDIN LEF1 MAP2K1 MAP2K2 MAPK1 MAPK3 RARA RARG RSPO2 SHH SOX9 SRF TGFBR2 WNT7B GOBP_TRACHEA_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRACHEA_FORMATION BMP4 CTNNB1 MAP2K1 MAP2K2 MAPK1 MAPK3 TGFBR2 GOBP_TRACHEA_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRACHEA_MORPHOGENESIS BMP4 CTNNB1 HOXA5 MAP2K1 MAP2K2 MAPK1 MAPK3 RSPO2 SHH TGFBR2 WNT7B GOBP_TRAIL_ACTIVATED_APOPTOTIC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRAIL_ACTIVATED_APOPTOTIC_SIGNALING_PATHWAY ATF3 CASP8 FADD MIR221 MIR222 PARK7 PTEN SPI1 TIMP3 TNFRSF10A TNFRSF10B TNFRSF10C ZDHHC3 GOBP_TRANSCRIPTION_BY_RNA_POLYMERASE_I https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRANSCRIPTION_BY_RNA_POLYMERASE_I ACTR6 ATF4 BAZ1B BAZ2A BEND3 BNC1 CARM1 CAVIN1 CREBBP DDX11 DDX21 DEDD DEK DHX33 EIF2AK3 ERBB2 ERCC2 ERCC6 FLNA GTF2H1 GTF2H5 HEATR1 IPPK LYAR MACROH2A1 MACROH2A2 MAF1 MARS1 MTOR MYBBP1A NCL NOL11 NOP53 PHF8 PIH1D1 POLR1A POLR1B POLR1C POLR1D POLR1E POLR1G POLR1H POLR2E POLR2F POLR2H POLR2K POLR2L PRR7 PWP1 RASL11A RRN3 RRN3P1 RRN3P2 SF3B1 SIRT7 SMARCA4 SMARCA5 SMARCB1 SPTY2D1 TAF1 TAF1A TAF1B TAF1C TCOF1 TTF1 UBTF UBTFL1 UBTFL6 UTP15 WDR43 WDR75 ZMPSTE24 GOBP_TRANSCRIPTION_BY_RNA_POLYMERASE_III https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRANSCRIPTION_BY_RNA_POLYMERASE_III AR BAZ1B BDP1 BRF1 BRF2 CHD8 CRCP DDX21 DEK DHX36 ELL ERCC6 GTF3A GTF3C1 GTF3C2 GTF3C3 GTF3C4 GTF3C5 GTF3C6 ICE1 ICE2 INHBA IVNS1ABP MAF1 MTOR MYBBP1A NAB2 POLR1C POLR1D POLR2E POLR2F POLR2H POLR2K POLR2L POLR3A POLR3B POLR3C POLR3D POLR3E POLR3F POLR3G POLR3GL POLR3H POLR3K PRDX5 RO60 RPTOR SETD5 SF3B1 SMARCA5 SNAPC1 SNAPC2 SNAPC3 SNAPC4 SNAPC5 TBP TENM1 ZC3H8 ZNF143 ZNF345 ZNF76 GOBP_TRANSCRIPTION_COUPLED_NUCLEOTIDE_EXCISION_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRANSCRIPTION_COUPLED_NUCLEOTIDE_EXCISION_REPAIR ERCC2 ERCC3 ERCC5 ERCC6 ERCC8 HMGN1 POLR2I USP7 UVSSA XAB2 GOBP_TRANSCRIPTION_DEPENDENT_TETHERING_OF_RNA_POLYMERASE_II_GENE_DNA_AT_NUCLEAR_PERIPHERY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRANSCRIPTION_DEPENDENT_TETHERING_OF_RNA_POLYMERASE_II_GENE_DNA_AT_NUCLEAR_PERIPHERY LDB1 NUP107 NUP133 NUP155 NUP98 PCID2 RAE1 GOBP_TRANSCRIPTION_ELONGATION_COUPLED_CHROMATIN_REMODELING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRANSCRIPTION_ELONGATION_COUPLED_CHROMATIN_REMODELING CDK9 GLYR1 IWS1 SART3 SUPT5H SUPT6H USP15 GOBP_TRANSCRIPTION_INITIATION_AT_RNA_POLYMERASE_III_PROMOTER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRANSCRIPTION_INITIATION_AT_RNA_POLYMERASE_III_PROMOTER BDP1 BRF1 CRCP GTF3C1 GTF3C4 GTF3C5 POLR3H SNAPC5 GOBP_TRANSCRIPTION_INITIATION_AT_RNA_POLYMERASE_II_PROMOTER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRANSCRIPTION_INITIATION_AT_RNA_POLYMERASE_II_PROMOTER ATF7IP CAND1 CCNH CDK4 CDK7 CDK9 CTNNBIP1 DHX36 DR1 E2F2 E2F3 ELOA ELOB ELOC ERCC1 ERCC3 ERCC6 ESR1 GTF2A1 GTF2A1L GTF2A2 GTF2B GTF2E1 GTF2E2 GTF2F1 GTF2F2 GTF2H2 GTF2H5 HEY2 HMGB1 HNF1A HNF1B MAZ MDC1 MED1 MED10 MED11 MED12 MED13 MED14 MED15 MED16 MED17 MED18 MED19 MED20 MED21 MED22 MED23 MED24 MED25 MED26 MED27 MED28 MED29 MED30 MED31 MED4 MED6 MED7 MED8 MED9 NFKB1 NFKBIA NKX2-5 PAAF1 PAXIP1 PCID2 POLR2D POLR2G POLR2I PPARGC1A PPM1D PSMC6 PWWP2A SRF SUB1 TAF1 TAF10 TAF11 TAF11L10 TAF11L11 TAF11L12 TAF11L13 TAF11L14 TAF11L2 TAF11L3 TAF11L4 TAF11L6 TAF11L7 TAF11L8 TAF11L9 TAF12 TAF13 TAF1L TAF2 TAF3 TAF4 TAF4B TAF5 TAF6 TAF6L TAF7 TAF7L TAF8 TAF9 TBP THRA TP53 WNT10B ZNF451 ZNHIT1 GOBP_TRANSCRIPTION_INITIATION_AT_RNA_POLYMERASE_I_PROMOTER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRANSCRIPTION_INITIATION_AT_RNA_POLYMERASE_I_PROMOTER BAZ2A CAVIN1 POLR1E RRN3 RRN3P1 RRN3P2 SMARCA4 SMARCB1 TAF1 TAF1B TAF1C UBTF UBTFL1 UBTFL6 GOBP_TRANSCRIPTION_INITIATION_COUPLED_CHROMATIN_REMODELING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRANSCRIPTION_INITIATION_COUPLED_CHROMATIN_REMODELING ARID1A ARID1B ASH2L ATF2 BRD7 CTCFL DPY30 EP300 FAM47E GLYR1 KAT2B KAT7 KMT2A MACROH2A1 MEN1 MYOCD N6AMT1 NIBAN2 NOC2L PADI2 PHF2 PIK3CA RBBP5 RBM14 SGF29 SIRT7 SMARCA4 SMARCB1 SMARCD1 SPHK2 SPI1 TP53 TRMT112 USP21 VPS72 WBP2 WDR5 ZMPSTE24 GOBP_TRANSCRIPTION_PREINITIATION_COMPLEX_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRANSCRIPTION_PREINITIATION_COMPLEX_ASSEMBLY ATF7IP BAZ2A BDP1 BRF1 BRF2 CAND1 DR1 ESR1 GTF2A1 GTF2A2 GTF2B HMGB1 MED1 MED10 MED11 MED14 MED15 MED16 MED17 MED18 MED19 MED20 MED21 MED22 MED23 MED24 MED25 MED26 MED27 MED28 MED29 MED30 MED31 MED4 MED6 MED7 MED8 MED9 NFKBIZ POLR1E PSMC6 RRN3 SMARCA4 SMARCB1 TAF1 TAF10 TAF11 TAF11L10 TAF11L11 TAF11L12 TAF11L13 TAF11L14 TAF11L2 TAF11L3 TAF11L4 TAF11L6 TAF11L7 TAF11L8 TAF11L9 TAF12 TAF13 TAF1B TAF1C TAF1L TAF2 TAF3 TAF4 TAF4B TAF5 TAF6 TAF6L TAF7 TAF7L TAF8 TAF9 TBP THRA TP53 UBTF UBTFL1 UBTFL6 WNT10B GOBP_TRANSCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRANSCYTOSIS AGER CLTC FCGRT GP2 GPIHBP1 IGF1R LRP1 LRP2 LRPAP1 MFSD2A PICALM PIGR PTAFR RAB11A RAB11B RAB17 RAB5A SRC USO1 VPS35 GOBP_TRANSDIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRANSDIFFERENTIATION CD34 GATA4 INSM1 NEUROG3 PDX1 SMAD3 TERT GOBP_TRANSEPITHELIAL_CHLORIDE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRANSEPITHELIAL_CHLORIDE_TRANSPORT BEST1 CLCN7 CLCNKA CLCNKB OSTM1 P2RY4 P2RY6 SLC12A2 SLC26A6 GOBP_TRANSEPITHELIAL_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRANSEPITHELIAL_TRANSPORT ABCB1 ABCC1 ABCC2 ABCG2 ACTB ACTG1 AHCYL1 AQP1 AQP8 BEST1 CFTR CLCN7 CLCNKA CLCNKB CLDN19 CLDN3 CSF2 CXADR EDN1 EDNRB GPLD1 ITPR1 OSTM1 P2RY4 P2RY6 RHBG RHCG SCNN1B SLC12A2 SLC1A1 SLC1A2 SLC1A3 SLC26A6 SLC5A1 SLC9A4 GOBP_TRANSFERRIN_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRANSFERRIN_TRANSPORT ARHGAP1 CLTC DNM2 LMTK2 MCOLN1 RAB11B REP15 STEAP3 TFR2 TFRC GOBP_TRANSFORMING_GROWTH_FACTOR_BETA1_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRANSFORMING_GROWTH_FACTOR_BETA1_PRODUCTION ADAM8 AGT ATP6AP2 CD2AP COL3A1 CX3CL1 FOXP3 FURIN GATA6 LAPTM4B LUM NRROS PSG9 SERPINB7 THBS1 TSKU TYROBP GOBP_TRANSFORMING_GROWTH_FACTOR_BETA2_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRANSFORMING_GROWTH_FACTOR_BETA2_PRODUCTION ATF2 BMPR1A CDH3 GATA6 HIF1A SMAD3 SMAD4 TGFB2 WNT11 GOBP_TRANSFORMING_GROWTH_FACTOR_BETA_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRANSFORMING_GROWTH_FACTOR_BETA_ACTIVATION ADAM8 AGT GATA6 HSP90AB1 ITGAV ITGB6 ITGB8 LRRC32 LTBP1 LTBP3 NRROS PSG9 TNXB GOBP_TRANSFORMING_GROWTH_FACTOR_BETA_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRANSFORMING_GROWTH_FACTOR_BETA_PRODUCTION ADAM8 AGT ATF2 ATP6AP2 BMPR1A CD200 CD24 CD2AP CD46 CDH3 COL3A1 CX3CL1 FERMT1 FN1 FOXP3 FURIN GATA6 HIF1A HSP90AB1 IL13 ITGAV ITGB6 ITGB8 LAPTM4B LGALS9 LILRB1 LRRC32 LTBP1 LUM MIR149 MYB NRROS PSG9 PTGS2 SERPINB7 SERPINF2 SMAD3 SMAD4 TGFB2 THBS1 TNXB TSKU TYROBP WNT11 XCL1 GOBP_TRANSFORMING_GROWTH_FACTOR_BETA_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRANSFORMING_GROWTH_FACTOR_BETA_RECEPTOR_SIGNALING_PATHWAY ACVR1 ACVRL1 ADAM17 ADAM9 ADAMTSL2 ADISSP AMHR2 APOA1 APPL1 APPL2 ARID4A ARID4B ARRB2 ASPN AXIN1 BAMBI BCL9 BCL9L BMP2 BMPR1A BRMS1 BRMS1L CAV2 CAV3 CD109 CDH5 CDKN1C CDKN2B CHST11 CIDEA CILP CITED1 CITED2 CLDN5 COL1A2 COL3A1 CREBBP DAB2 DAND5 DKK3 DUSP22 EID2 EMILIN1 ENG EP300 FAM89B FBN1 FBN2 FERMT1 FERMT2 FKBP1A FLCN FMOD FNTA FOLR1 FOS FOXH1 FSHB FURIN FUT8 GCNT2 GDF10 GDF15 GDF5 GDF9 GIPC1 GLG1 HDAC1 HDAC2 HIPK2 HPGD HSP90AB1 HSPA1A HSPA5 HTRA1 HTRA3 HTRA4 ID1 IL17F IL17RD ING1 ING2 INTS9 ITGA3 ITGA8 ITGB1 ITGB5 ITGB6 ITGB8 JUN LATS1 LATS2 LDLRAD4 LEFTY1 LEMD3 LOX LPXN LRG1 LRRC32 LTBP1 LTBP2 LTBP3 LTBP4 MAP3K7 MEN1 MIR140 MIR15B MIR17 MIR181A2 MIR183 MIR18A MIR20A MIR21 MIR212 MIR26A1 MIR27B MIR29B1 MIR30A MIR30B MIR342 MIR361 MIR373 MIR497 MIR498 MIR520C MIR564 MIR9-1 MIR93 MIR98 MIRLET7F1 MIRLET7G MSTN MTMR4 MYOCD NDP NKX2-1 NLK NPNT NREP NRROS OGT ONECUT1 ONECUT2 PALS1 PARP1 PBLD PDPK1 PEG10 PIN1 PMEPA1 PML PPARA PPARG PPM1A PRDM16 PSG9 PTK2 PTPRK PXN RASL11B RBBP4 RBBP7 RNF111 SAP130 SAP30 SAP30L SDCBP SIN3A SINHCAF SIRT1 SKI SKIL SKOR2 SLC2A10 SMAD1 SMAD2 SMAD3 SMAD4 SMAD5 SMAD6 SMAD7 SMAD9 SMURF1 SMURF2 SNW1 SNX25 SNX6 SOX11 SPI1 SPRED1 SPRED2 SPRED3 SPRY1 SPRY2 SRC STAT3 STK11 STRAP STUB1 SUDS3 TAB1 TET1 TGFB1 TGFB1I1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 TGFBR3L TGFBRAP1 THBS1 TNXB TP53 TRIM33 TWSG1 USP15 USP9X USP9Y VASN VEPH1 WFIKKN1 WFIKKN2 WNT1 ZBTB7A ZEB1 ZEB2 ZFYVE9 ZMIZ1 ZMIZ2 ZNF451 ZNF703 ZYX GOBP_TRANSITION_BETWEEN_FAST_AND_SLOW_FIBER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRANSITION_BETWEEN_FAST_AND_SLOW_FIBER ACTN3 ATP2A2 MIR208B MIR499A MYH7 PPP3CA TNNC1 TNNI1 TNNT1 GOBP_TRANSITION_METAL_ION_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRANSITION_METAL_ION_TRANSPORT ABCB6 ABCB7 ABCC5 ARHGAP1 ASIC3 ATOX1 ATP13A1 ATP2C1 ATP2C2 ATP7A ATP7B B2M CBLIF CLTC COX17 CP CUTC CYBRD1 DNM2 FKBP4 FLVCR1 FLVCR2 FTH1 FTH1P19 FTHL17 FTL FTMT FXN HAMP HEPH HEPHL1 HFE HPX HRG IFNG ISCU LCN2 LMTK2 LTF MCOLN1 MELTF MIR210 MMGT1 MT3 NECTIN1 PGRMC2 RAB11B REP15 SCARA5 SFXN1 SLC11A1 SLC11A2 SLC1A1 SLC22A17 SLC25A28 SLC25A37 SLC30A1 SLC30A10 SLC30A2 SLC30A3 SLC30A4 SLC30A5 SLC30A6 SLC30A7 SLC30A8 SLC30A9 SLC31A1 SLC31A2 SLC39A1 SLC39A10 SLC39A11 SLC39A12 SLC39A13 SLC39A14 SLC39A2 SLC39A3 SLC39A4 SLC39A5 SLC39A6 SLC39A7 SLC39A8 SLC39A9 SLC40A1 SLC41A2 SLC46A1 SLC46A3 SLC48A1 STEAP1 STEAP2 STEAP3 STEAP4 TCN1 TCN2 TF TFR2 TFRC TMEM163 TMEM165 TRPM2 TTYH1 GOBP_TRANSLATIONAL_ELONGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRANSLATIONAL_ELONGATION AARS1 ABCE1 ABTB1 ALKBH1 ANKZF1 ASCC2 ASCC3 C6orf52 CPEB2 CPEB3 DIO2 EEF1A1 EEF1A1P5 EEF1A2 EEF1B2 EEF1D EEF1G EEF2 EEF2K EEFSEC EFL1 EFTUD2 EIF4A3 EIF4E2 EIF5A EIF5A2 EIF5AL1 ELAC1 GCN1 GFM1 GFM2 GIGYF2 GRM5 GTPBP1 GTPBP2 HBS1L KLHDC10 LTN1 METTL18 MRPL44 MRPL58 MTRES1 MTRFR NEMF PELO PTRH1 RACK1 RCHY1 RNF14 RNF25 RPLP1 RPLP2 SARS1 SECISBP2 SECISBP2L SELENOT SEPSECS SHFL SKIC2 SKIC3 SKIC8 SRP9 TCF25 TRIP4 TRNAU1AP TRNT1 TSFM TUFM USP10 USP16 ZNF598 GOBP_TRANSLATIONAL_INITIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRANSLATIONAL_INITIATION ABCE1 AGO2 ALKBH1 ATF4 BANK1 BOLL BZW1 BZW2 C8orf88 CCL5 CDC123 COPS5 CSDE1 CTIF DAZ1 DAZ2 DAZ3 DAZ4 DAZL DDX1 DDX3X DENR DHX29 DHX33 DNAJC3 EIF1 EIF1AD EIF1AX EIF1AY EIF1B EIF2A EIF2AK1 EIF2AK3 EIF2AK4 EIF2B1 EIF2B2 EIF2B3 EIF2B4 EIF2B5 EIF2D EIF2S1 EIF2S2 EIF2S3 EIF2S3B EIF3A EIF3B EIF3C EIF3CL EIF3D EIF3E EIF3F EIF3G EIF3H EIF3I EIF3J EIF3K EIF3L EIF3M EIF4A1 EIF4A2 EIF4B EIF4E EIF4E1B EIF4E2 EIF4E3 EIF4EBP1 EIF4EBP2 EIF4EBP3 EIF4G1 EIF4G2 EIF4G3 EIF4H EIF5 EIF5B EIF6 FECH FMR1 GIGYF2 HABP4 HSPB1 IMPACT KHDRBS1 KLHL25 LARP1 LTO1 MCTS1 MCTS2 METTL3 MIF4GD MTFMT MTIF2 MTIF3 MTOR NCBP1 NCBP2 NCK1 NCK2 NPM1 PAIP1 PAIP2 PAIP2B POLR2G PPP1CA PPP1R15A PPP1R15B RBM4 RPL13A RPS17 RPS3 RPS3A RPS5 RPS6KB1 RPS6KB2 SH3BGRL SLBP TMED2 TNF TPR UHMK1 YTHDF1 YTHDF2 YTHDF3 ZNF598 GOBP_TRANSLATIONAL_READTHROUGH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRANSLATIONAL_READTHROUGH C6orf52 DIO2 EEFSEC EIF4A3 SARS1 SECISBP2 SECISBP2L SELENOT SEPSECS TRNAU1AP GOBP_TRANSLATIONAL_TERMINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRANSLATIONAL_TERMINATION ABCE1 APEH EIF5A EIF5A2 EIF5AL1 ETF1 GFM2 GSPT1 GSPT2 JMJD4 MRPL58 MTRF1 MTRF1L MTRFR OGFOD1 SHFL UPF1 GOBP_TRANSLESION_SYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRANSLESION_SYNTHESIS DTL FAAP20 MAD2L2 PARP10 PCLAF PCNA POLD1 POLD2 POLD3 POLDIP2 POLE2 POLH POLI POLK POLN PRIMPOL RCHY1 REV1 REV3L SPRTN USP1 USP10 USP43 VCP ZBTB1 GOBP_TRANSLOCATION_OF_MOLECULES_INTO_HOST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRANSLOCATION_OF_MOLECULES_INTO_HOST ALYREF DDX39B THOC1 THOC2 THOC3 THOC5 THOC6 THOC7 GOBP_TRANSMEMBRANE_RECEPTOR_PROTEIN_SERINE_THREONINE_KINASE_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRANSMEMBRANE_RECEPTOR_PROTEIN_SERINE_THREONINE_KINASE_SIGNALING_PATHWAY ABL1 ABTB3 ACVR1 ACVR1B ACVR1C ACVR2A ACVR2B ACVRL1 ADAM17 ADAM9 ADAMTSL2 ADISSP AFP AKAP3 AKAP4 AMH AMHR2 APOA1 APPL1 APPL2 ARID4A ARID4B ARRB2 ASPN ATF2 ATOH8 AXIN1 BAMBI BCL9 BCL9L BMP10 BMP2 BMP4 BMP5 BMP6 BMP7 BMPER BMPR1A BMPR1B BMPR2 BRMS1 BRMS1L CAV2 CAV3 CCN1 CCN3 CD109 CDH5 CDKN1C CDKN2B CER1 CFC1 CFC1B CHRD CHRDL1 CHRDL2 CHST11 CIDEA CILP CITED1 CITED2 CLDN5 COL1A2 COL3A1 COMP CRB2 CREBBP CRIM1 CSNK2B CTDSPL2 DAB2 DACT1 DACT2 DAND5 DDX5 DKK1 DKK3 DLX1 DLX3 DLX5 DMRT1 DSG4 DUSP22 ECSIT EGR1 EID2 ELAPOR2 EMILIN1 ENG EP300 ETV2 EXT1 FAM83G FAM89B FBN1 FBN2 FBXL15 FERMT1 FERMT2 FGF10 FGF9 FKBP1A FKBP8 FLCN FMOD FNTA FOLR1 FOS FOXD1 FOXH1 FSHB FST FSTL1 FSTL3 FSTL4 FSTL5 FURIN FUT8 FZD1 GAS6 GATA4 GATA6 GCNT2 GDF10 GDF11 GDF15 GDF2 GDF3 GDF5 GDF6 GDF7 GDF9 GIPC1 GLG1 GPC3 GPR155 GREM1 GREM2 HDAC1 HDAC2 HES1 HES5 HEXA HFE HIPK2 HIVEP1 HJV HNF4A HOXA13 HPGD HSP90AB1 HSPA1A HSPA5 HTRA1 HTRA3 HTRA4 ID1 IGSF1 IL17F IL17RD ILK ING1 ING2 INHBA INHBB INTS9 ITGA3 ITGA8 ITGB1 ITGB5 ITGB6 ITGB8 JAK2 JUN KCNQ1OT1 KCP KDR KIAA0319 LATS1 LATS2 LDLRAD4 LEF1 LEFTY1 LEMD3 LNPEP LOX LPXN LRG1 LRP1 LRP2 LRRC32 LTBP1 LTBP2 LTBP3 LTBP4 MAGI2 MAP3K7 MAPK14 MAPK3 MEGF8 MEN1 MICOS10-NBL1 MIR100 MIR106A MIR125B1 MIR130A MIR140 MIR146A MIR15B MIR17 MIR181A2 MIR183 MIR18A MIR195 MIR205 MIR20A MIR21 MIR210 MIR212 MIR214 MIR23A MIR26A1 MIR26B MIR27A MIR27B MIR29B1 MIR302C MIR30A MIR30B MIR342 MIR361 MIR373 MIR497 MIR498 MIR520C MIR564 MIR885 MIR9-1 MIR93 MIR98 MIRLET7F1 MIRLET7G MSTN MSX1 MSX2 MTMR4 MYOCD NBL1 NCEH1 NDP NEO1 NFIA NKX2-1 NLK NODAL NOG NOMO1 NOMO3 NOTCH1 NOTCH2 NPNT NREP NRROS NUMA1 NUP93 OGT ONECUT1 ONECUT2 OVOL2 PALS1 PARP1 PBLD PCSK6 PDCD4 PDPK1 PEG10 PELO PIN1 PMEPA1 PML PPARA PPARG PPM1A PPM1L PRDM16 PRMT1 PSG9 PTK2 PTPRK PXN RASL11B RBBP4 RBBP7 RBM14 RBPJ RBPMS RBPMS2 RGMA RGMB RNF111 RNF165 RUNX2 SAP130 SAP30 SAP30L SCUBE3 SCX SDCBP SFRP1 SFRP2 SFRP4 SH2B1 SHH SIN3A SINHCAF SIRT1 SKI SKIL SKOR1 SKOR2 SLC2A10 SLC39A5 SMAD1 SMAD2 SMAD3 SMAD4 SMAD5 SMAD5-AS1 SMAD6 SMAD7 SMAD9 SMPD3 SMURF1 SMURF2 SNW1 SNX25 SNX6 SORL1 SOST SOSTDC1 SOX11 SPART SPI1 SPRED1 SPRED2 SPRED3 SPRY1 SPRY2 SPTBN1 SRC STAT3 STK11 STRAP STUB1 SUB1 SUDS3 SULF1 TAB1 TBX20 TDGF1 TDGF1P3 TET1 TF TFAP2B TGFB1 TGFB1I1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 TGFBR3L TGFBRAP1 TGIF2 THBS1 TMEM100 TMEM53 TMPRSS6 TNFAIP6 TNXB TOB1 TP53 TRIM33 TWSG1 UBE2D1 UBE2D3 UBE2O UCMA USP15 USP9X USP9Y VASN VEPH1 VIM VWC2 VWC2L WFIKKN1 WFIKKN2 WIF1 WNT1 WNT5A WWTR1 XIAP ZBTB7A ZC3H3 ZEB1 ZEB2 ZFYVE9 ZMIZ1 ZMIZ2 ZNF423 ZNF451 ZNF703 ZNF8 ZYX GOBP_TRANSMEMBRANE_RECEPTOR_PROTEIN_TYROSINE_KINASE_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRANSMEMBRANE_RECEPTOR_PROTEIN_TYROSINE_KINASE_SIGNALING_PATHWAY ABI1 ABL1 ACP4 ADAMTS12 ADAMTS3 ADGRA2 ADIPOQ ADIPOR1 ADRB2 AFAP1L2 AGR2 AGT AGTR2 AHI1 AHSG AKT1 AKT1S1 AKT2 ALK ALKAL1 ALKAL2 ANGPT1 ANGPT2 ANGPTL1 ANKS1A ANKS1B AP3S1 APLN APOD APPL1 AR AREG ARHGEF28 ARHGEF7 ARID5B ARNT AXL BAIAP2 BCAR1 BCAR3 BDKRB2 BDNF BLK BLNK BMP2 BMP5 BRAF BTC C1QTNF12 C2CD5 CADM1 CADM4 CAMLG CASP3 CASS4 CAV2 CBL CBLB CBLC CCBE1 CCDC88A CCN2 CD3E CD4 CD63 CD7 CD8A CD8B CDH13 CDH3 CDK5R1 CEACAM1 CEP57 CHMP6 CHN1 CHRNA3 CHURC1 CILP CLEC14A CLNK CNKSR1 CNOT9 COL1A1 COL4A1 COL4A2 COL4A3 COL4A5 COL4A6 CPNE3 CREB3L1 CRIM1 CRK CRKL CSF1 CSF1R CSH1 CSH2 CSHL1 CSPG4 CSRNP1 CSRP3 CTNNB1 CTSD CUL5 CYFIP1 CYFIP2 DAB2IP DCN DDIT4 DDR1 DDR2 DGKD DLL1 DNAI1 DOCK3 DOK1 DOK2 DOK3 DOK4 DOK5 DOK6 DSTYK DUSP3 EFEMP1 EFNA1 EFNA2 EFNA3 EFNA4 EFNA5 EFNB1 EFNB2 EFNB3 EFS EGF EGFR EIF2AK3 EIF4EBP2 EMILIN1 ENPP1 EPGN EPHA1 EPHA10 EPHA2 EPHA3 EPHA4 EPHA5 EPHA6 EPHA7 EPHA8 EPHB1 EPHB2 EPHB3 EPHB4 EPHB6 EPN2 ERBB2 ERBB3 ERBB4 ERBIN ERCC1 ERCC2 EREG ERFE ERRFI1 ESM1 EXT1 F3 F7 FAM20C FAM83A FAM83B FAM83C FASLG FBXW7-AS1 FER FFAR3 FGF1 FGF10 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFBP1 FGFBP3 FGFR1 FGFR2 FGFR3 FGFR4 FGFRL1 FGR FIBP FLRT1 FLRT2 FLRT3 FLT1 FLT3 FLT4 FOXC1 FOXC2 FOXO1 FOXO4 FRK FRS2 FRS3 FSTL4 FUT7 FUZ FYN FZD4 GAB1 GAB2 GAB4 GALNT3 GAREM1 GATA3 GDF15 GFRA1 GFRA2 GFRA4 GFRAL GH1 GH2 GHR GHRH GHRHR GHRL GHSR GIGYF1 GIGYF2 GIT1 GKAP1 GNAI2 GPC1 GPER1 GPLD1 GPR21 GPRC5A GRB10 GRB14 GRB2 GRB7 GSK3A GSK3B HAP1 HBEGF HCK HGF HGS HHEX HHIP HIF1A HIP1 HIP1R HRAS HRG HSPB1 IDE IFI6 IFT20 IGF1 IGF1R IGF2 IGF2R IGFBP1 IGFBP2 IGFBP3 IGFBP4 IGFBP5 IGFBP6 IL12A IL12B IL1B IL31RA INPP5K INPPL1 INS INSR INSRR IQGAP1 IRS1 IRS2 IRS4 ITGA1 ITGA5 ITGB3 JAK1 JAK2 JAK3 JCAD KALRN KANK1 KDR KIF16B KIT KL KLB LCK LCP2 LEP LEPROT LEPROTL1 LGMN LONP1 LOX LRIG2 LRIT3 LRP1 LTK LYN MAP2K1 MAP2K2 MAP2K5 MAPK1 MAPK14 MAPK3 MAPKAPK2 MAPKAPK3 MBD5 MERTK MET MIR1-1 MIR103A1 MIR107 MIR10A MIR10B MIR1224 MIR1271 MIR133A1 MIR146A MIR149 MIR15B MIR16-1 MIR195 MIR199A1 MIR200C MIR21 MIR221 MIR26A1 MIR296 MIR29A MIR29C MIR329-1 MIR342 MIR424 MIR503 MIR519D MIR573 MIR638 MMP2 MMP9 MMRN2 MPZL1 MST1R MSTN MT3 MTSS1 MUC20 MUSK MVB12A MVB12B MVP MYO1C MYO1E MYOC MYOCD MYORG MZB1 NAMPT NCK1 NCK2 NCL NCOA5 NDEL1 NDN NDRG4 NDST1 NEDD4 NEDD9 NEU3 NFATC4 NGEF NGF NGFR NHERF1 NIBAN2 NKX3-1 NOG NPR2 NPTN NR1H4 NR4A3 NRG1 NRG3 NRG4 NRP1 NRP2 NRTN NTF3 NTF4 NTRK1 NTRK2 NTRK3 NUCKS1 NUP62 NUS1 OGT OSBPL8 OTX2 PAK1 PAK2 PAK3 PDCD6 PDE6G PDE6H PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PDGFRL PDK2 PDK4 PDPK1 PGF PHF14 PHIP PID1 PIGR PIK3C2A PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PILRB PIP4K2A PIP4K2B PIP4K2C PLAT PLAUR PLCB1 PLCE1 PLCG1 PLEKHA1 POLR1G PPP2R5B PRDM14 PRICKLE1 PRKAA1 PRKCB PRKCD PRKCQ PRKCZ PRKD1 PRKD2 PRLR PTGIR PTK2 PTK2B PTK6 PTP4A3 PTPN1 PTPN11 PTPN12 PTPN18 PTPN2 PTPN3 PTPRA PTPRE PTPRG PTPRJ PTPRR PTPRT PXN RAB14 RAB7A RABGEF1 RAC1 RAF1 RALA RALB RAPGEF1 RAPGEF2 RARRES2 RASA1 RASGRP4 RBM4 RBPJ RELA REPS2 RET RGS14 RHBDF1 RHBDF2 RHOQ RNF115 RNF126 ROBO1 ROR1 ROR2 ROS1 RPE65 RPS6KB1 RTN4 RUNX2 RYK SAMD10 SAMD12 SEMA6A SERPINA12 SESN3 SETX SGPL1 SH2B1 SH2B2 SH2B3 SH2D6 SH3TC2 SHC1 SHC2 SHC3 SHC4 SHCBP1 SHISA2 SHKBP1 SHOC2 SIK2 SIPA1L1 SIRT1 SLC27A4 SLC2A4 SLC2A8 SLC30A10 SLC31A1 SLC39A14 SMARCC1 SMOC2 SMPD3 SNCA SNX5 SNX6 SOCS1 SOCS2 SOCS3 SOCS4 SOCS5 SOGA1 SORBS1 SORL1 SORT1 SOS1 SOS2 SOX9 SPRY1 SPRY2 SPRY3 SPRY4 SRC SREBF1 SRMS SS18 STAP1 STAT3 STAT5A STAT5B STAT6 STMN1 STON1 STUB1 STXBP4 SULF1 SULF2 SVEP1 SYK TBX2 TDGF1 TEK TGFA TGFB1 THBS1 TIAM1 TIE1 TIPARP TMEM108 TMEM204 TNS2 TNXB TRADD TRAT1 TRIM71 TRIM72 TSC2 TSG101 TXNIP TYK2 TYRO3 UBASH3B VAV1 VAV2 VEGFA VEGFB VEGFC VEGFD VIL1 VPS25 VTN VWA2 WASF1 WDR54 WNT1 WNT4 WNT5A XDH YES1 ZAP70 ZBTB7B ZDHHC17 ZFAND2B ZFAND5 ZFYVE27 ZFYVE28 ZGPAT ZNF106 ZNF592 GOBP_TRANSMEMBRANE_RECEPTOR_PROTEIN_TYROSINE_PHOSPHATASE_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRANSMEMBRANE_RECEPTOR_PROTEIN_TYROSINE_PHOSPHATASE_SIGNALING_PATHWAY FRS2 PTN PTPRD PTPRF PTPRU TRIO GOBP_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRANSMEMBRANE_TRANSPORT ABCA1 ABCA10 ABCA12 ABCA13 ABCA2 ABCA3 ABCA4 ABCA5 ABCA6 ABCA7 ABCA8 ABCA9 ABCB1 ABCB10 ABCB11 ABCB4 ABCB5 ABCB6 ABCB7 ABCB8 ABCB9 ABCC1 ABCC10 ABCC11 ABCC12 ABCC2 ABCC3 ABCC4 ABCC5 ABCC6 ABCC8 ABCC9 ABCD1 ABCD2 ABCD3 ABCD4 ABCG1 ABCG2 ABCG4 ABCG5 ABCG8 ABL1 ACE ACE2 ACSL1 ACSL5 ACTB ACTN2 ACTN4 ADAMTS8 ADCY10 ADCYAP1R1 ADIPOQ ADRA1A ADRA2A ADRB2 AFG3L2 AHCYL1 AHNAK AIFM1 AKAP5 AKAP6 AKAP9 AKT1 AKT2 ALG10B AMIGO1 ANK2 ANK3 ANKH ANO1 ANO10 ANO2 ANO3 ANO4 ANO5 ANO6 ANO7 ANO8 ANO9 ANTKMT ANXA2 ANXA2P2 ANXA6 ANXA9 AP4M1 APLNR APOL1 APP APPL1 APPL2 AQP1 AQP10 AQP11 AQP12A AQP12B AQP2 AQP3 AQP4 AQP5 AQP6 AQP7 AQP7B AQP7P3 AQP8 AQP9 ARC ARL6IP1 ARL6IP5 ARPP19 ASIC1 ASIC2 ASIC3 ASIC4 ASIC5 ASPSCR1 ATG5 ATP10A ATP10D ATP11B ATP11C ATP12A ATP13A1 ATP13A2 ATP13A3 ATP13A4 ATP13A5 ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP1B1 ATP1B2 ATP1B3 ATP1B4 ATP2A1 ATP2A2 ATP2A3 ATP2B1 ATP2B2 ATP2B3 ATP2B4 ATP2C1 ATP2C2 ATP4A ATP4B ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5F1EP2 ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5MGL ATP5PB ATP5PD ATP5PF ATP5PO ATP6AP1 ATP6AP2 ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1C2 ATP6V1D ATP6V1E1 ATP6V1E2 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1G3 ATP6V1H ATP7A ATP7B ATP8A1 ATP8B1 ATP8B2 ATPSCKMT ATRAID AZGP1 AZIN1 AZIN2 BAK1 BAX BCL2 BCL2A1 BCR BDKRB1 BEST1 BEST2 BEST3 BEST4 BHLHA15 BIN1 BLOC1S3 BNIP1 BPIFA1 BRAF BSND C1QTNF12 C2CD5 C2orf83 C3 CA2 CAB39 CABP1 CABP2 CABP4 CABP5 CACHD1 CACNA1A CACNA1B CACNA1C CACNA1D CACNA1E CACNA1F CACNA1G CACNA1H CACNA1I CACNA1S CACNA2D1 CACNA2D2 CACNA2D3 CACNA2D4 CACNB1 CACNB2 CACNB3 CACNB4 CACNG1 CACNG2 CACNG3 CACNG4 CACNG5 CACNG6 CACNG7 CACNG8 CALCR CALHM1 CALHM2 CALHM3 CALHM4 CALHM5 CALHM6 CALM1 CALM2 CALM3 CAMK2D CAPN1 CAPN10 CAPN3 CASQ1 CASQ2 CASR CATSPER1 CATSPER2 CATSPER3 CATSPER4 CAV1 CAV3 CBARP CBLIF CCDC51 CCL19 CCL2 CCL21 CCL3 CCR2 CCR5 CCR7 CCT8L2 CD19 CD36 CD63 CDH17 CEMIP CFTR CHCHD4 CHD7 CHERP CHP1 CHP2 CHRFAM7A CHRM3 CHRNA1 CHRNA10 CHRNA2 CHRNA3 CHRNA4 CHRNA5 CHRNA6 CHRNA7 CHRNA9 CHRNB1 CHRNB2 CHRNB3 CHRNB4 CHRND CHRNE CHRNG CLCA1 CLCA2 CLCA3P CLCA4 CLCC1 CLCN1 CLCN2 CLCN3 CLCN4 CLCN5 CLCN6 CLCN7 CLCNKA CLCNKB CLDN16 CLDN17 CLDN4 CLIC1 CLIC2 CLIC3 CLIC4 CLIC5 CLIC6 CLIP3 CLN3 CLN8 CLTCL1 CLTRN CNGA1 CNGA2 CNGA3 CNGA4 CNGB1 CNGB3 CNIH2 CNIH3 CNNM1 CNNM2 CNNM3 CNNM4 COA8 COMMD1 CORO1A COX15 COX17 COX4I1 COX4I2 COX5A COX5B COX6B1 COX7A1 COX7A2L COX7B COX8A CPT1A CPT1B CPT2 CRACR2A CRBN CREBL2 CRH CRHBP CRHR1 CTNS CTSS CTTNBP2NL CUL5 CX3CL1 CXCL10 CXCL11 CXCL9 CYB561A3 CYB561D1 CYB561D2 CYB5A CYBA CYBB CYBRD1 CYC1 DAPK1 DCD DDIT3 DHRS7C DIAPH1 DISP2 DLG1 DLG4 DMAC2L DMD DNAJC15 DNAJC19 DNLZ DPP10 DPP6 DRD1 DRD2 DRD3 DRD4 EDN1 EDN3 EDNRA EDNRB EMB ENPP1 EPHB2 EPO ERFE ERO1A F2 F2R F2RL3 FABP5 FASLG FFAR4 FGF11 FGF12 FGF13 FGF14 FGF19 FGF2 FGF21 FHL1 FKBP1A FKBP1B FKBP1C FLNA FLVCR1 FLVCR2 FMR1 FXN FXYD1 FXYD2 FXYD3 FXYD4 FXYD5 FXYD6 FXYD6P3 FXYD7 FYN G6PD GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRB1 GABRB2 GABRB3 GABRD GABRE GABRG1 GABRG2 GABRG3 GABRP GABRQ GABRR1 GABRR2 GABRR3 GAL GALR2 GAS6 GC GFAP GH1 GHITM GIP GJA1 GJA10 GJA3 GJA4 GJA5 GJA8 GJA9 GJB1 GJB2 GJB3 GJB4 GJB5 GJB6 GJB7 GJC1 GJC2 GJC3 GJD2 GJD3 GJD4 GJE1 GLP1R GLRA1 GLRA2 GLRA3 GLRB GLRX GNB2 GNB5 GOPC GP1BA GP1BB GP5 GP9 GPC3 GPD1L GPER1 GPM6A GPR155 GPR35 GPR89A GPR89B GRB10 GRIA1 GRIA2 GRIA3 GRIA4 GRID1 GRID2 GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B GRM1 GRM5 GRM6 GRP GRPEL1 GRPEL2 GSDMA GSDMD GSDME GSG1L GSK3A GSTM2 GSTO1 HAMP HAP1 HCN1 HCN2 HCN3 HCN4 HECW1 HECW2 HEPH HFE HK2 HNF1A HOMER1 HPCA HPN HPSE HRC HSPA5 HSPD1 HTR2A HTR2B HTR2C HTR3A HTR3B HTR3C HTR3D HTR3E HTT HVCN1 IBTK IFNG IGF1 IL13 IL1B INPP5K INS INSR IRS1 IRS2 ISCU ITGAV ITGB1 ITGB3 ITLN1 ITPR1 ITPR2 ITPR3 JPH1 JPH2 JPH3 JPH4 JSRP1 KCNA1 KCNA10 KCNA2 KCNA3 KCNA4 KCNA5 KCNA6 KCNA7 KCNAB1 KCNAB2 KCNAB3 KCNB1 KCNB2 KCNC1 KCNC2 KCNC3 KCNC4 KCND1 KCND2 KCND3 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNF1 KCNG1 KCNG2 KCNG3 KCNG4 KCNH1 KCNH2 KCNH3 KCNH4 KCNH5 KCNH6 KCNH7 KCNH8 KCNIP1 KCNIP2 KCNIP3 KCNIP4 KCNJ1 KCNJ10 KCNJ11 KCNJ12 KCNJ13 KCNJ14 KCNJ15 KCNJ16 KCNJ18 KCNJ2 KCNJ3 KCNJ4 KCNJ5 KCNJ6 KCNJ8 KCNJ9 KCNK1 KCNK10 KCNK12 KCNK13 KCNK15 KCNK16 KCNK17 KCNK18 KCNK2 KCNK3 KCNK4 KCNK5 KCNK6 KCNK7 KCNK9 KCNMA1 KCNMB1 KCNMB2 KCNMB3 KCNMB4 KCNN1 KCNN2 KCNN3 KCNN4 KCNQ1 KCNQ2 KCNQ3 KCNQ4 KCNQ5 KCNRG KCNS1 KCNS2 KCNS3 KCNT1 KCNT2 KCNU1 KCNV1 KCNV2 KEL KLF15 LACRT LARGE1 LASP1 LCK LCN2 LEP LETM1 LHCGR LIME1 LONP2 LRP2 LRRC26 LRRC38 LRRC52 LRRC55 LRRC8A LRRC8B LRRC8C LRRC8D LRRC8E LTF LYN MAGT1 MAIP1 MAPK14 MAPK8IP2 MCL1 MCOLN1 MCOLN2 MCOLN3 MCU MCUB MCUR1 MEF2A MEF2C MELTF METTL21C MFSD1 MFSD10 MFSD12 MFSD14A MFSD14B MFSD14CP MFSD2A MFSD2B MFSD3 MFSD4A MFSD4B MFSD8 MFSD9 MICU1 MICU2 MICU3 MINK1 MIP MIR1-1 MIR103A1 MIR107 MIR129-1 MIR133A1 MIR133B MIR143 MIR153-1 MIR185 MIR186 MIR192 MIR200C MIR208A MIR208B MIR21 MIR210 MIR212 MIR223 MIR24-1 MIR26A1 MIR29B1 MIR30D MIR326 MIR328 MIR34A MIR34B MIR448 MIR451A MIR495 MIR499A MIR508 MIR873 MIR9-1 MIR93 MMGT1 MMP9 MPC1 MPC1L MPC2 MPV17 MRPL18 MRS2 MS4A1 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND4 MT-ND5 MTCO2P12 NALCN NALF1 NALF2 NCS1 NDUFA4 NDUFS7 NEDD4 NEDD4L NETO1 NFE2L2 NHERF1 NIPA1 NIPA2 NIPAL1 NIPAL2 NIPAL3 NIPAL4 NIPSNAP2 NLGN1 NLGN2 NLGN3 NMUR2 NNT NOL3 NOS1 NOS1AP NOX1 NOX5 NPPA NPSR1 NR4A3 NTSR1 OAZ1 OAZ2 OAZ3 OCA2 OCLN OPN3 OPRK1 OPRM1 ORAI1 ORAI2 ORAI3 OSBPL8 OSCP1 OSR1 OSTN OTOP1 OTOP2 OTOP3 OXSR1 P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX6 P2RX7 P2RY6 PACC1 PAM16 PANX1 PANX2 PANX3 PCSK9 PDE4B PDE4D PDPK1 PDZK1 PEA15 PER2 PEX1 PEX10 PEX12 PEX13 PEX14 PEX16 PEX2 PEX26 PEX5 PEX5L PEX6 PEX7 PHB2 PID1 PIEZO1 PIEZO2 PIK3CG PIK3R1 PIM1 PIRT PKD1 PKD1L1 PKD1L2 PKD1L3 PKD2 PKD2L1 PKD2L2 PKDREJ PLA2G1B PLCB1 PLCB2 PLCB3 PLCB4 PLCD1 PLCE1 PLCG1 PLCG2 PLCH1 PLCH2 PLN PLP1 PLP2 PML PMPCB PNPT1 POU3F3 POU4F2 PPARD PPBP PPIF PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PRAF2 PRF1 PRKACA PRKAG2 PRKCB PRKCE PRKCI PRKD1 PRNP PRRT1 PSEN1 PSEN2 PTH PTK2B PTPN11 PTPN3 PTPN6 PTPRC RAB4B RALBP1 RAMP3 RANGRF RASA3 RELN REM1 RGS2 RGS4 RGS7 RHAG RHBG RHCE RHCG RHD RHOQ RIPK1 RNASEK RNASEL RNF185 RNF207 RNF5 ROMO1 RPS6KB1 RSC1A1 RTN2 RYR1 RYR2 RYR3 S100A6 SCARA5 SCARB1 SCN10A SCN11A SCN1A SCN1B SCN2A SCN2B SCN3A SCN3B SCN4A SCN4B SCN5A SCN7A SCN8A SCN9A SCNN1A SCNN1B SCNN1D SCNN1G SEC61A1 SEC61A2 SEC61B SEC61G SEC62 SEC63 SELENON SELENOS SESN2 SESTD1 SFXN1 SFXN2 SFXN3 SFXN4 SFXN5 SGCB SHANK1 SHANK3 SHISA6 SHISA7 SHISA8 SHISA9 SHROOM2 SIRT6 SLC10A1 SLC10A2 SLC10A3 SLC10A4 SLC10A5 SLC10A6 SLC10A7 SLC11A1 SLC11A2 SLC12A1 SLC12A2 SLC12A3 SLC12A4 SLC12A5 SLC12A6 SLC12A7 SLC12A8 SLC12A9 SLC13A1 SLC13A2 SLC13A3 SLC13A4 SLC13A5 SLC14A1 SLC14A2 SLC15A1 SLC15A2 SLC15A3 SLC15A4 SLC15A5 SLC16A1 SLC16A10 SLC16A11 SLC16A12 SLC16A13 SLC16A14 SLC16A2 SLC16A3 SLC16A4 SLC16A5 SLC16A6 SLC16A7 SLC16A8 SLC16A9 SLC17A1 SLC17A2 SLC17A3 SLC17A4 SLC17A5 SLC17A6 SLC17A7 SLC17A8 SLC17A9 SLC18A1 SLC18A2 SLC18A3 SLC18B1 SLC19A1 SLC19A2 SLC19A3 SLC1A1 SLC1A2 SLC1A3 SLC1A4 SLC1A5 SLC1A6 SLC1A7 SLC20A1 SLC20A2 SLC22A1 SLC22A10 SLC22A11 SLC22A12 SLC22A13 SLC22A14 SLC22A15 SLC22A16 SLC22A17 SLC22A18 SLC22A2 SLC22A20P SLC22A23 SLC22A24 SLC22A25 SLC22A3 SLC22A31 SLC22A4 SLC22A5 SLC22A6 SLC22A7 SLC22A8 SLC22A9 SLC23A1 SLC23A2 SLC23A3 SLC24A1 SLC24A2 SLC24A3 SLC24A4 SLC24A5 SLC25A1 SLC25A10 SLC25A11 SLC25A12 SLC25A13 SLC25A14 SLC25A15 SLC25A16 SLC25A17 SLC25A18 SLC25A19 SLC25A2 SLC25A20 SLC25A21 SLC25A22 SLC25A23 SLC25A24 SLC25A25 SLC25A26 SLC25A27 SLC25A28 SLC25A29 SLC25A3 SLC25A30 SLC25A31 SLC25A32 SLC25A33 SLC25A36 SLC25A37 SLC25A38 SLC25A39 SLC25A4 SLC25A40 SLC25A41 SLC25A42 SLC25A43 SLC25A44 SLC25A45 SLC25A47 SLC25A48 SLC25A5 SLC25A51 SLC25A52 SLC25A53 SLC25A6 SLC26A1 SLC26A10P SLC26A11 SLC26A2 SLC26A3 SLC26A4 SLC26A5 SLC26A6 SLC26A7 SLC26A8 SLC26A9 SLC27A1 SLC27A4 SLC27A5 SLC28A1 SLC28A2 SLC28A3 SLC29A1 SLC29A2 SLC29A3 SLC29A4 SLC2A1 SLC2A10 SLC2A11 SLC2A12 SLC2A13 SLC2A14 SLC2A2 SLC2A3 SLC2A4 SLC2A5 SLC2A6 SLC2A7 SLC2A8 SLC2A9 SLC30A1 SLC30A10 SLC30A2 SLC30A3 SLC30A4 SLC30A5 SLC30A6 SLC30A7 SLC30A8 SLC30A9 SLC31A1 SLC31A2 SLC32A1 SLC33A1 SLC34A1 SLC34A2 SLC34A3 SLC35A1 SLC35A2 SLC35A3 SLC35A4 SLC35A5 SLC35B1 SLC35B2 SLC35B3 SLC35B4 SLC35C1 SLC35C2 SLC35D1 SLC35D2 SLC35D3 SLC35E1 SLC35E2A SLC35E2B SLC35E3 SLC35E4 SLC35F1 SLC35F2 SLC35F4 SLC35F6 SLC35G1 SLC36A1 SLC36A2 SLC36A3 SLC36A4 SLC37A1 SLC37A2 SLC37A3 SLC37A4 SLC38A1 SLC38A10 SLC38A11 SLC38A2 SLC38A3 SLC38A4 SLC38A5 SLC38A6 SLC38A7 SLC38A8 SLC38A9 SLC39A1 SLC39A10 SLC39A11 SLC39A12 SLC39A13 SLC39A14 SLC39A2 SLC39A3 SLC39A4 SLC39A5 SLC39A6 SLC39A7 SLC39A8 SLC39A9 SLC3A1 SLC3A2 SLC40A1 SLC41A1 SLC41A2 SLC41A3 SLC43A1 SLC43A2 SLC43A3 SLC44A1 SLC44A2 SLC44A3 SLC44A4 SLC44A5 SLC45A1 SLC45A2 SLC45A3 SLC45A4 SLC46A1 SLC46A2 SLC46A3 SLC47A1 SLC47A2 SLC49A3 SLC4A1 SLC4A10 SLC4A11 SLC4A2 SLC4A3 SLC4A4 SLC4A5 SLC4A7 SLC4A8 SLC4A9 SLC50A1 SLC51A SLC51B SLC5A1 SLC5A10 SLC5A11 SLC5A12 SLC5A2 SLC5A3 SLC5A4 SLC5A5 SLC5A6 SLC5A7 SLC5A8 SLC5A9 SLC66A1 SLC66A1L SLC6A1 SLC6A11 SLC6A12 SLC6A13 SLC6A14 SLC6A15 SLC6A16 SLC6A17 SLC6A18 SLC6A19 SLC6A2 SLC6A20 SLC6A3 SLC6A4 SLC6A5 SLC6A6 SLC6A7 SLC6A8 SLC6A9 SLC7A1 SLC7A10 SLC7A11 SLC7A13 SLC7A14 SLC7A2 SLC7A3 SLC7A4 SLC7A5 SLC7A5P1 SLC7A5P2 SLC7A6 SLC7A7 SLC7A8 SLC7A9 SLC8A1 SLC8A2 SLC8A3 SLC8B1 SLC9A1 SLC9A2 SLC9A3 SLC9A4 SLC9A5 SLC9A6 SLC9A7 SLC9A8 SLC9A9 SLC9B1 SLC9B1P1 SLC9B2 SLC9C1 SLC9C2 SLCO1A2 SLCO1B1 SLCO1B3 SLCO1B3-SLCO1B7 SLCO1B7 SLCO1C1 SLCO2A1 SLCO2B1 SLCO3A1 SLCO4A1 SLCO4C1 SLCO5A1 SLCO6A1 SLMAP SLN SMDT1 SNAP25 SNCA SNTA1 SORBS1 SORT1 SPHK2 SPNS1 SPNS2 SPNS3 SRI SRP54 STAC STAC2 STAC3 STEAP1 STEAP2 STEAP3 STEAP4 STIM1 STIM2 STIMATE STK39 STOM STRA6 STRIT1 STXBP3 STXBP4 SUMO1 SURF1 SV2A SV2B SV2C SVOP SVOPL TAP1 TAP2 TCAF1 TCAF2 TCIRG1 TCN1 TCN2 TERT TESC TF THBS1 THY1 TIMM17A TIMM17B TIMM21 TIMM22 TIMM23 TIMM23B TIMM44 TIMM50 TLR9 TMBIM6 TMC1 TMC2 TMC3 TMC4 TMC5 TMC6 TMC7 TMC8 TMCO1 TMCO3 TMED10 TMEM109 TMEM120A TMEM144 TMEM150C TMEM163 TMEM165 TMEM175 TMEM241 TMEM30A TMEM37 TMEM38A TMEM38B TMEM63A TMEM63B TMEM63C TMSB4X TNF TOMM20 TOMM20L TOMM22 TOMM40 TOMM40L TOMM7 TOMM70 TPCN1 TPCN2 TRAM1 TRAM1L1 TRAM2 TRARG1 TRDN TREM2 TRIB3 TRIM37 TRPA1 TRPC1 TRPC3 TRPC4 TRPC4AP TRPC5 TRPC6 TRPC7 TRPM1 TRPM2 TRPM3 TRPM4 TRPM5 TRPM6 TRPM7 TRPM8 TRPV1 TRPV2 TRPV3 TRPV4 TRPV5 TRPV6 TSC1 TSPAN13 TSPO2 TST TTYH1 TTYH2 TTYH3 TUSC3 UBASH3B UBQLN1 UBR3 UCP1 UCP2 UCP3 UMOD UNC80 UQCR10 UQCRC1 UQCRFS1 UQCRFS1P1 UQCRH USP9X UTRN VAMP2 VDAC1 VDAC2 VDAC3 VDR VMP1 WNK1 WNK2 WNK3 WNK4 WNT3A WWP1 WWP2 XCL1 XCR1 XPR1 YES1 YWHAE YWHAH YWHAQ ZACN ZDHHC13 ZDHHC7 ZFAND2B GOBP_TRANSMISSION_OF_NERVE_IMPULSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRANSMISSION_OF_NERVE_IMPULSE ANK3 AVP AVPR1A CACNA1I CACNB4 CACNG2 CACNG3 CACNG4 CACNG5 CACNG7 CACNG8 CARTPT CHRM5 CHRNA1 CHRNB4 CLCN1 CLDN19 CNTNAP1 CNTNAP2 DMRT3 DRD1 DRD5 FGF12 FKBP1B FMR1 GBA1 GHRL GHSR GJD2 GLRA1 GPER1 GPR35 GPR88 GRIA1 GRIK2 HCN1 HCRT ITGA2 JAM3 KCNA1 KCNA2 KCND2 KCNJ8 KCNMB2 KCNMB3 KCNMB4 KCNQ3 MAG MTNR1B MTOR MYH14 NPR2 NRCAM NTRK2 OTOA P2RX1 P2RX4 PAFAH1B1 PLEC RGS21 S1PR1 SCN11A SCN1A SCN1B SCN8A SOD1 SPTBN4 TNR TYMP GOBP_TRANSPORT_ALONG_MICROTUBULE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRANSPORT_ALONG_MICROTUBULE ACTR10 AGBL4 AGTPBP1 AP3B1 AP3B2 AP3D1 AP3M1 AP3M2 AP3S1 AP3S2 APBA1 APP ARHGAP21 ARL3 ARL8A ARL8B ARMCX3 BAG3 BBS12 BICD1 BICD2 BICDL1 BICDL2 BLOC1S1 BLOC1S2 BLOC1S3 BLOC1S4 BLOC1S5 BLOC1S6 BORCS5 BORCS6 BORCS7 BORCS8 CALY CAMSAP3 CCDC38 CDC42 CDR2L CEP131 CILK1 CLIP3 CLN3 CLUAP1 COPG1 COPG2 DAW1 DCTN1 DLG2 DST DTNBP1 DYNC1H1 DYNC1I1 DYNC1I2 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLL1 DYNLT2B FBXW11 FEZ1 FLOT2 FUZ FYCO1 HAP1 HDAC6 HIF1A HNRNPU HSBP1 HSPA8 HSPB1 HTT IFT122 IFT140 IFT172 IFT20 IFT22 IFT25 IFT27 IFT43 IFT46 IFT52 IFT57 IFT74 IFT80 IFT81 IFT88 INTU KIF13A KIF17 KIF1A KIF1B KIF1C KIF28P KIF3A KIF3B KIF4A KIF5A KIF5B KIF5C KIFAP3 KLC3 KXD1 LAMP1 LCA5 LCA5L LRPPRC MAK MAP1A MAP1B MAP1S MAP2 MAPK8IP3 MAPT MECP2 MGARP MREG NDE1 NDEL1 NEFH NEFL NETO1 OPA1 PAFAH1B1 PCM1 PEX14 PRKCZ PURA RAB1A RAB21 RAB27B RAB6A RABGEF1 RABL2B RASGRP1 RHOT1 RHOT2 RPGR SNAPIN SOD1 SPAG17 SPAST SPG11 SPG7 SSNA1 SSX2IP STAU1 STAU2 STK11 SUN1 SUN2 SYBU SYNE2 TERF2 TMEM108 TMEM201 TRAF3IP1 TRAK1 TRAK2 TRIM46 TRIM58 TTC21A TTC21B TTC26 TTC30A TTC30B TUB TUBA1A UBB UCHL1 UXT WDPCP WDR19 WDR35 GOBP_TRANSPORT_OF_VIRUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRANSPORT_OF_VIRUS ACE2 BST2 CAV1 CAV2 CD209 CLEC4M CTSL DPP4 DYNLT1 EPS15 FMR1 JPT2 KPNA2 KPNA3 KPNA6 NMT2 NUP153 PIKFYVE RNASEK SIGLEC1 TPCN1 TPCN2 TRIM15 GOBP_TRANSPOSITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRANSPOSITION APOBEC3A APOBEC3B APOBEC3C APOBEC3F APOBEC3G APOBEC3H ASZ1 BTBD18 DDX4 DNMT3L FKBP6 L1TD1 MAEL MORC1 MOV10 MOV10L1 MYBL1 PGBD5 PIWIL1 PIWIL2 PIWIL4 SIRT6 SIRT7 SMYD5 SPOCD1 TDRD1 TDRD12 TDRD5 TDRD9 TEX15 TEX19 THAP9 TREX1 TUT4 TUT7 UBR2 ZNF91 ZNF93 GOBP_TRANS_SYNAPTIC_SIGNALING_BY_LIPID https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRANS_SYNAPTIC_SIGNALING_BY_LIPID ABHD6 CNR1 DAGLA F2R FABP5 GRM5 PLCB1 GOBP_TRANS_SYNAPTIC_SIGNALING_BY_TRANS_SYNAPTIC_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRANS_SYNAPTIC_SIGNALING_BY_TRANS_SYNAPTIC_COMPLEX DAG1 EFNB3 EPHB2 FARP1 IL1RAP IL1RAPL1 PTPRD GOBP_TRANS_SYNAPTIC_SIGNALING_MODULATING_SYNAPTIC_TRANSMISSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRANS_SYNAPTIC_SIGNALING_MODULATING_SYNAPTIC_TRANSMISSION CNR1 EFNB3 EPHB2 F2R GRM5 GUCY1A1 GUCY1B1 NTRK2 PLAT SYT4 GOBP_TRICARBOXYLIC_ACID_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRICARBOXYLIC_ACID_CYCLE ACLY ACO1 ACO2 CS DHTKD1 DLAT DLST FH IDH1 IDH2 IDH3A IDH3B IDH3G IREB2 MDH1 MDH1B MDH2 MRPS36 NDP NNT OGDH OGDHL PDHA1 PDHA2 PDHB SDHA SDHAF2 SDHB SDHC SDHD SUCLA2 SUCLG1 SUCLG2 GOBP_TRICARBOXYLIC_ACID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRICARBOXYLIC_ACID_METABOLIC_PROCESS ACLY ACO1 ACO2 ASS1 CS GLUD1 IDH1 IDH2 IDH3A IDH3B IDH3G IREB2 PCK1 SIRT4 SLC34A1 GOBP_TRICUSPID_VALVE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRICUSPID_VALVE_DEVELOPMENT BMPR1A BMPR2 HEY2 TBX20 TGFBR2 ZFPM1 GOBP_TRICUSPID_VALVE_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRICUSPID_VALVE_MORPHOGENESIS BMPR1A BMPR2 HEY2 TGFBR2 ZFPM1 GOBP_TRIF_DEPENDENT_TOLL_LIKE_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRIF_DEPENDENT_TOLL_LIKE_RECEPTOR_SIGNALING_PATHWAY CD300LF CD40 IKBKB IRF3 MAP3K7 TICAM1 TICAM2 TLR4 TLR6 TRAF3 TRAF6 GOBP_TRIGEMINAL_NERVE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRIGEMINAL_NERVE_DEVELOPMENT DCANP1 DRGX ISL1 NEUROG1 NRP1 PLXNA3 PLXNA4 POU4F1 SEMA3F TFAP2A TIFAB GOBP_TRIGLYCERIDE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRIGLYCERIDE_BIOSYNTHETIC_PROCESS ACSL1 AGMO AGPAT2 C3 CNEP1R1 CTDNEP1 DGAT1 DGAT2 FBXW7 FITM2 GK GNPAT GPAM GPAT2 GPAT3 GPAT4 GPLD1 KAT5 LDLR LPGAT1 LPIN1 LPIN2 LPIN3 MFSD2A MIR29B1 MIR30C1 MIR548P MOGAT1 MOGAT2 MOGAT3 NR1H2 NR1H3 PCK1 PCK2 PLIN5 PNPLA3 RGN SCARB1 SIK1 SIRT1 SLC27A1 SREBF1 THRSP GOBP_TRIGLYCERIDE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRIGLYCERIDE_CATABOLIC_PROCESS AADAC ABHD5 APOA4 APOA5 APOB APOC2 APOC3 CPS1 DAGLB DDHD2 FGF21 GPIHBP1 GPLD1 LIPC LIPE LIPG LPL MGLL PIK3CG PLB1 PLIN5 PNLIPRP2 PNPLA1 PNPLA2 PNPLA3 PNPLA4 PNPLA5 SORL1 GOBP_TRIGLYCERIDE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRIGLYCERIDE_METABOLIC_PROCESS AADAC ABHD5 ACSL1 AGMO AGPAT2 APOA2 APOA4 APOA5 APOB APOBEC1 APOBR APOC1 APOC2 APOC3 APOE APOH ATG14 C3 CAT CAV1 CAV3 CETP CIDEB CIDEC CNEP1R1 CPS1 CPT1A CTDNEP1 DAGLB DDHD2 DGAT1 DGAT2 FBXW7 FGF21 FITM2 G6PC1 GK GK2 GK5 GNB3 GNPAT GPAM GPAT2 GPAT3 GPAT4 GPIHBP1 GPLD1 GPX1 INSIG1 INSIG2 KAT5 LDLR LIPA LIPC LIPE LIPF LIPG LMF1 LPGAT1 LPIN1 LPIN2 LPIN3 LPL MBOAT7 MFSD2A MGLL MIR192 MIR29B1 MIR30C1 MIR548P MOGAT1 MOGAT2 MOGAT3 MTTP NKX2-3 NR1H2 NR1H3 PANK2 PCK1 PCK2 PCSK9 PIK3CG PLAAT3 PLB1 PLIN5 PNLIPRP2 PNPLA1 PNPLA2 PNPLA3 PNPLA4 PNPLA5 PTPN11 RGN SCARB1 SEL1L SERPINA12 SIK1 SIRT1 SLC22A4 SLC27A1 SLC27A5 SORL1 SREBF1 TBL1XR1 THRSP TNXB GOBP_TRIGLYCERIDE_RICH_LIPOPROTEIN_PARTICLE_CLEARANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRIGLYCERIDE_RICH_LIPOPROTEIN_PARTICLE_CLEARANCE APOC1 APOC2 APOC3 APOE GPIHBP1 LIPA LIPC GOBP_TRIGLYCERIDE_RICH_LIPOPROTEIN_PARTICLE_REMODELING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRIGLYCERIDE_RICH_LIPOPROTEIN_PARTICLE_REMODELING APOA1 APOA2 APOA4 APOA5 APOC2 APOC3 APOE CETP LCAT LIPC LPL NR1H4 GOBP_TRIPARTITE_REGIONAL_SUBDIVISION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRIPARTITE_REGIONAL_SUBDIVISION BASP1 DCANP1 FRS2 FZD5 HOXD8 NEUROG1 PCSK6 PLD6 TASOR TBX3 TBXT TDGF1 TDRD1 TDRD5 TDRD6 TDRD7 TDRKH TIFAB WNT5A WT1 GOBP_TRNA_3_END_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRNA_3_END_PROCESSING ELAC1 ELAC2 HSD17B10 PTCD1 SSB TRMT10C TRNT1 GOBP_TRNA_5_END_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRNA_5_END_PROCESSING HSD17B10 POP1 POP4 POP5 POP7 PRORP RPP14 RPP21 RPP25 RPP25L RPP30 RPP38 RPP40 SSB THG1L TRMT10C GOBP_TRNA_5_LEADER_REMOVAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRNA_5_LEADER_REMOVAL POP1 POP4 POP5 POP7 PRORP RPP14 RPP21 RPP25 RPP25L RPP30 RPP38 RPP40 SSB GOBP_TRNA_AMINOACYLATION_FOR_MITOCHONDRIAL_PROTEIN_TRANSLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRNA_AMINOACYLATION_FOR_MITOCHONDRIAL_PROTEIN_TRANSLATION AARS2 DARS2 EARS2 GARS1 SARS2 TARS2 WARS2 YARS2 GOBP_TRNA_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRNA_CATABOLIC_PROCESS ANG DICER1 ELAC2 EXOSC10 EXOSC2 EXOSC3 EXOSC7 EXOSC8 EXOSC9 METTL1 NSUN2 POP1 SLFN13 TRDMT1 TRNT1 ZCCHC7 GOBP_TRNA_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRNA_METABOLIC_PROCESS AARS1 AARS2 AARSD1 ADAT1 ADAT2 ADAT3 AKT1 ALKBH1 ALKBH8 ANG ANKRD16 BCDIN3D BRF1 C2orf49 C9orf64 CARS1 CARS2 CDK5RAP1 CDKAL1 CLP1 CTU1 CTU2 DALRD3 DARS1 DARS2 DDX1 DICER1 DPH3 DTD1 DTD2 DTWD1 DTWD2 DUS1L DUS2 DUS3L DUS4L EARS2 ELAC1 ELAC2 ELP1 ELP2 ELP3 ELP4 ELP5 ELP6 EPRS1 EXOSC10 EXOSC2 EXOSC3 EXOSC7 EXOSC8 EXOSC9 FAM98A FAM98B FARS2 FARSA FARSB FTSJ1 GARS1 GATB GATC GON7 GRSF1 GTF3C1 GTF3C2 GTF3C3 GTF3C4 GTF3C5 GTF3C6 GTPBP3 HARS1 HARS2 HSD17B10 IARS1 IARS2 KARS1 KTI12 LAGE3 LARS1 LARS2 LCMT2 LRRC47 LSM6 MARS1 MARS2 METTL1 METTL2A METTL2B METTL6 METTL8 MOCS3 MTFMT MTO1 NARS1 NARS2 NAT10 NSUN2 NSUN3 NSUN6 OSGEP OSGEPL1 PARS2 PNPT1 POLR2F POLR2L POLR3D POLR3E POP1 POP4 POP5 POP7 PRORP PRORSD1P PTCD1 PUS1 PUS10 PUS3 PUS7 PUSL1 QARS1 QRSL1 QTRT1 QTRT2 RARS1 RARS2 RPP14 RPP21 RPP25 RPP25L RPP30 RPP38 RPP40 RPPH1 RPUSD4 RTCB RTRAF SARS1 SARS2 SEPSECS SLFN13 SSB TARBP1 TARS1 TARS2 TARS3 THADA THG1L THUMPD1 THUMPD2 THUMPD3 TP53RK TPRKB TRDMT1 TRIT1 TRMO TRMT1 TRMT10A TRMT10B TRMT10C TRMT11 TRMT112 TRMT12 TRMT13 TRMT1L TRMT2A TRMT2B TRMT44 TRMT5 TRMT6 TRMT61A TRMT61B TRMT9B TRMU TRNT1 TRPT1 TRUB1 TRUB2 TSEN15 TSEN2 TSEN34 TSEN54 TYW1 TYW1B TYW3 TYW5 URM1 VARS1 VARS2 WARS1 WARS2 WDR4 WDR6 YARS1 YARS2 YRDC ZBTB8OS ZCCHC7 GOBP_TRNA_METHYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRNA_METHYLATION AKT1 ALKBH8 BCDIN3D DALRD3 FTSJ1 GTPBP3 HSD17B10 LCMT2 METTL1 METTL2A METTL2B METTL6 METTL8 MTO1 NSUN2 NSUN3 NSUN6 TARBP1 THADA THUMPD2 THUMPD3 TRDMT1 TRMO TRMT1 TRMT10A TRMT10B TRMT10C TRMT11 TRMT112 TRMT12 TRMT13 TRMT1L TRMT2A TRMT2B TRMT44 TRMT5 TRMT6 TRMT61A TRMT61B TRMT9B TYW3 WDR4 WDR6 GOBP_TRNA_MODIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRNA_MODIFICATION AARS1 ADAT2 AKT1 ALKBH1 ALKBH8 ANKRD16 BCDIN3D C9orf64 CDK5RAP1 CDKAL1 CTU1 CTU2 DALRD3 DPH3 DTWD1 DTWD2 DUS1L DUS2 DUS3L DUS4L ELP1 ELP2 ELP3 ELP4 ELP5 ELP6 FTSJ1 GON7 GTPBP3 HSD17B10 KTI12 LCMT2 METTL1 METTL2A METTL2B METTL6 METTL8 MOCS3 MTFMT MTO1 NAT10 NSUN2 NSUN3 NSUN6 OSGEP OSGEPL1 PUS1 PUS10 PUS3 PUS7 PUSL1 QTRT1 QTRT2 RPUSD4 SARS1 SEPSECS SSB TARBP1 THADA THG1L THUMPD1 THUMPD2 THUMPD3 TPRKB TRDMT1 TRIT1 TRMO TRMT1 TRMT10A TRMT10B TRMT10C TRMT11 TRMT112 TRMT12 TRMT13 TRMT1L TRMT2A TRMT2B TRMT44 TRMT5 TRMT6 TRMT61A TRMT61B TRMT9B TRMU TRUB1 TYW1 TYW1B TYW3 TYW5 URM1 WDR4 WDR6 YRDC GOBP_TRNA_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRNA_PROCESSING AARS1 ADAT1 ADAT2 ADAT3 AKT1 ALKBH1 ALKBH8 ANKRD16 BCDIN3D C2orf49 C9orf64 CDK5RAP1 CDKAL1 CLP1 CTU1 CTU2 DALRD3 DDX1 DPH3 DTWD1 DTWD2 DUS1L DUS2 DUS3L DUS4L ELAC1 ELAC2 ELP1 ELP2 ELP3 ELP4 ELP5 ELP6 FAM98A FAM98B FARS2 FTSJ1 GON7 GRSF1 GTPBP3 HSD17B10 KARS1 KTI12 LAGE3 LCMT2 LSM6 METTL1 METTL2A METTL2B METTL6 METTL8 MOCS3 MTFMT MTO1 NAT10 NSUN2 NSUN3 NSUN6 OSGEP OSGEPL1 PNPT1 POP1 POP4 POP5 POP7 PRORP PTCD1 PUS1 PUS10 PUS3 PUS7 PUSL1 QTRT1 QTRT2 RPP14 RPP21 RPP25 RPP25L RPP30 RPP38 RPP40 RPPH1 RPUSD4 RTCB RTRAF SARS1 SEPSECS SSB TARBP1 THADA THG1L THUMPD1 THUMPD2 THUMPD3 TP53RK TPRKB TRDMT1 TRIT1 TRMO TRMT1 TRMT10A TRMT10B TRMT10C TRMT11 TRMT112 TRMT12 TRMT13 TRMT1L TRMT2A TRMT2B TRMT44 TRMT5 TRMT6 TRMT61A TRMT61B TRMT9B TRMU TRNT1 TRPT1 TRUB1 TRUB2 TSEN15 TSEN2 TSEN34 TSEN54 TYW1 TYW1B TYW3 TYW5 URM1 WDR4 WDR6 YRDC ZBTB8OS GOBP_TRNA_PSEUDOURIDINE_SYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRNA_PSEUDOURIDINE_SYNTHESIS PUS1 PUS10 PUS3 PUS7 PUSL1 RPUSD4 GOBP_TRNA_SURVEILLANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRNA_SURVEILLANCE EXOSC10 EXOSC2 EXOSC3 EXOSC7 EXOSC8 EXOSC9 TRNT1 ZCCHC7 GOBP_TRNA_THIO_MODIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRNA_THIO_MODIFICATION CTU1 CTU2 MOCS3 TRMU URM1 GOBP_TRNA_THREONYLCARBAMOYLADENOSINE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRNA_THREONYLCARBAMOYLADENOSINE_METABOLIC_PROCESS CDK5RAP1 CTAG1A CTAG1B CTAG2 GON7 HSD17B10 LAGE3 METTL8 MTO1 OSGEP OSGEPL1 PUS1 RPUSD4 TP53RK TPRKB TRIT1 TRMT10C TRMT5 TRMT61B YRDC GOBP_TRNA_THREONYLCARBAMOYLADENOSINE_MODIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRNA_THREONYLCARBAMOYLADENOSINE_MODIFICATION GON7 OSGEP OSGEPL1 TPRKB YRDC GOBP_TRNA_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRNA_TRANSCRIPTION BRF1 GTF3C1 GTF3C2 GTF3C3 GTF3C4 GTF3C5 GTF3C6 POLR2F POLR2L POLR3D POLR3E GOBP_TRNA_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRNA_TRANSPORT NOL6 SSB TOMM20 TOMM20L XPOT YBX1 GOBP_TRNA_WOBBLE_BASE_MODIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRNA_WOBBLE_BASE_MODIFICATION ADAT2 ALKBH1 ALKBH8 CTU1 CTU2 DPH3 ELP1 ELP2 ELP3 ELP4 ELP5 ELP6 GTPBP3 KTI12 MOCS3 MTO1 NSUN3 TRMT9B TRMU URM1 GOBP_TROPHECTODERMAL_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TROPHECTODERMAL_CELL_DIFFERENTIATION ADA BYSL CDX2 CITED2 CNOT1 CNOT2 CNOT3 CTR9 CUL3 EOMES HAND1 HOPX JUNB NODAL RBM46 SP3 SRF TEAD4 YAP1 GOBP_TROPHOBLAST_CELL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TROPHOBLAST_CELL_MIGRATION ACVR1B ACVR1C AGO2 APELA ARHGDIB C1QBP CALR GJA1 ITGB3 ITGB4 MIR15B MIR16-1 NODAL SMURF2 SYDE1 TIMP1 VEGFA YTHDF3 GOBP_TROPHOBLAST_GIANT_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TROPHOBLAST_GIANT_CELL_DIFFERENTIATION E2F7 E2F8 GJB5 HAND1 HECTD1 LIF MDFI NR2F2 PLK4 PRDM1 SNAI1 SOX15 GOBP_TRUNK_SEGMENTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRUNK_SEGMENTATION LAMA5 NRP1 NRP2 SEMA3F SHH GOBP_TRYPTOPHAN_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRYPTOPHAN_CATABOLIC_PROCESS ACMSD AFMID HAAO IDO1 IDO2 IL4I1 KMO KYNU TDO2 GOBP_TRYPTOPHAN_CATABOLIC_PROCESS_TO_KYNURENINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRYPTOPHAN_CATABOLIC_PROCESS_TO_KYNURENINE AFMID IDO1 IDO2 KYNU TDO2 GOBP_TRYPTOPHAN_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRYPTOPHAN_METABOLIC_PROCESS ACMSD AFMID ATP7A GCDH HAAO IDO1 IDO2 IL4I1 KMO KYNU TDO2 GOBP_TRYPTOPHAN_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TRYPTOPHAN_TRANSPORT ACE2 SLC16A10 SLC36A4 SLC3A2 SLC7A5 SLC7A8 GOBP_TUBE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TUBE_DEVELOPMENT AAMP ABCA12 ABCA3 ABCC8 ABL1 ACAT1 ACE ACKR3 ACTG1 ACVR1 ACVR2B ACVRL1 ADA ADAM12 ADAM15 ADAM8 ADAMTS1 ADAMTS12 ADAMTS16 ADAMTS2 ADAMTS9 ADAMTSL2 ADGRA2 ADGRB1 ADGRB2 ADGRB3 ADGRF5 ADGRG1 ADIPOR2 ADM ADM2 ADRA2B ADTRP AGGF1 AGO1 AGO2 AGR2 AGT AGTR1 AGTR2 AHI1 AIMP1 AIMP2 AKR1B1 AKT1 AKT3 ALDH1A2 ALOX5 ALX4 AMBRA1 AMOT AMOTL1 AMOTL2 ANG ANGPT1 ANGPT2 ANGPT4 ANGPTL3 ANGPTL4 ANGPTL6 ANPEP ANXA1 ANXA2 ANXA3 AP3B1 APAF1 APELA APLN APLNR APOB APOD APOE APOH APOLD1 AQP1 AQP11 AQP2 AR AREG ARG2 ARHGAP22 ARHGAP24 ARHGAP35 ARID2 ARL13B ASB2 ASB4 ASCL1 ASS1 ASXL1 ATF2 ATOH8 ATP2B4 ATP5F1B ATP5IF1 ATP6AP2 ATP7A ATRX ATXN1L B4GALT1 BAG6 BAK1 BASP1 BAX BBS4 BBS5 BBS7 BCAS3 BCL10 BCL2 BCL2L11 BMI1 BMP2 BMP4 BMP5 BMP7 BMPER BMPR1A BMPR2 BRCA1 BRD2 BRIP1 BSG BTG1 BTRC C1GALT1 C2CD3 C3 C3AR1 C5AR1 CALB1 CALCRL CALD1 CAMP CARD10 CASP3 CASP8 CASR CAT CAV1 CAV3 CBFA2T2 CBY1 CC2D2A CCBE1 CCDC103 CCDC134 CCDC39 CCDC40 CCKBR CCL2 CCL24 CCM2 CCN1 CCN2 CCN3 CCN6 CCR2 CCR3 CD160 CD24 CD34 CD40 CD47 CDC42 CDH13 CDH2 CDH5 CDK20 CDKN1A CDX2 CEACAM1 CEBPA CECR2 CELA1 CELSR1 CEMIP2 CEP290 CER1 CHD7 CHD8 CHI3L1 CHRD CHRNA7 CIB1 CITED1 CITED2 CLCN2 CLDN18 CLDN5 CLEC14A CLIC4 CLMP CLUAP1 CMA1 CNMD COBL COL15A1 COL18A1 COL27A1 COL2A1 COL3A1 COL4A1 COL4A2 COL4A3 COL8A1 COL8A2 COMP CPLANE2 CPS1 CREB1 CREB3L1 CRH CRISPLD2 CRKL CRLF1 CSF1 CSF1R CSMD1 CSNK2B CSPG4 CTHRC1 CTNNB1 CTNNBIP1 CTNS CTSH CTSZ CUL7 CX3CL1 CX3CR1 CXCL10 CXCL13 CXCL17 CXCL8 CXCR2 CXCR3 CXCR4 CYBB CYP1A1 CYP1A2 CYP1B1 CYSLTR1 DAB2IP DACT1 DACT2 DAG1 DCHS1 DCN DDAH1 DDR1 DEAF1 DLC1 DLG1 DLG5 DLL1 DLL4 DNAAF1 DPPA4 DVL1 DVL2 DVL3 DZIP1L E2F2 E2F7 E2F8 ECE1 ECM1 ECSCR EDA EDAR EDN1 EDN2 EDNRA EDNRB EFEMP2 EFNA1 EFNA3 EFNB2 EGF EGFL7 EGFR EGLN1 EGR3 EIF2AK3 EIF4G1 ELK1 ELK3 EMC10 EMILIN1 EMILIN2 EMP2 EMX2 EN1 ENG ENPEP EP300 EPAS1 EPB41L5 EPCAM EPGN EPHA1 EPHA2 EPHA4 EPHA7 EPHB1 EPHB2 EPHB3 EPHB4 EPN1 EPN2 ERAP1 ERBB2 EREG ERRFI1 ESM1 ESR1 ESRP2 ETS1 ETV2 EXT1 EYA1 F3 FAP FASLG FBXW7 FER FERD3L FGF1 FGF10 FGF16 FGF18 FGF2 FGF6 FGF7 FGF8 FGF9 FGFBP1 FGFR2 FKBP10 FKBP8 FKBPL FLNA FLT1 FLT4 FMN1 FMNL3 FN1 FOLR1 FOSL2 FOXA1 FOXB1 FOXC1 FOXC2 FOXD1 FOXE1 FOXF1 FOXF2 FOXH1 FOXJ1 FOXJ2 FOXL1 FOXN1 FOXN4 FOXO4 FOXP1 FUT1 FUZ FZD1 FZD2 FZD3 FZD4 FZD5 FZD6 FZD8 GAB1 GADD45A GATA2 GATA3 GATA4 GATA5 GATA6 GBX2 GDF11 GDF2 GDF7 GDNF GHRL GHSR GJA5 GJB1 GJB2 GJB5 GJC1 GLI1 GLI2 GLI3 GLMN GLUL GNA13 GORAB GPC3 GPLD1 GPNMB GPR15 GPR161 GPR4 GPX1 GREB1L GREM1 GRHL2 GRHL3 GRN GSC GTF2I GZF1 HAND1 HAND2 HAS2 HDAC5 HDAC7 HDAC9 HECA HECTD1 HEG1 HES1 HES5 HESX1 HEY1 HEY2 HEYL HGS HHEX HHIP HIF1A HIF1AN HIF3A HIKESHI HIPK1 HIPK2 HK2 HLA-G HLX HMGA2 HMGCS2 HMOX1 HNF1B HOPX HOXA1 HOXA11 HOXA13 HOXA3 HOXA5 HOXA7 HOXB13 HOXB3 HOXB7 HOXD11 HOXD13 HPGD HPSE HRG HS2ST1 HS3ST3A1 HS3ST3B1 HS6ST1 HSD11B1 HSPB1 HSPB6 HSPG2 HTATIP2 HYAL1 ID1 ID2 IFT122 IFT140 IFT172 IFT25 IFT52 IFT57 IGFBP5 IHH IL10 IL12A IL12B IL13 IL17F IL18 IL1A IL1B IL6 IL6ST ILK ING2 INHBB INTU IRX1 IRX2 IRX3 ISL1 ISM1 ITGA2B ITGA3 ITGA5 ITGAV ITGAX ITGB1 ITGB1BP1 ITGB3 ITGB6 ITGB8 ITPK1 JAG1 JAK1 JAM3 JCAD JMJD6 JMJD8 JUNB JUP KAT2A KAT5 KCNQ1 KDM2B KDM5B KDR KIF18A KIF20B KIF26B KIT KLF2 KLF4 KLF5 KLHL3 KLK3 KRAS KRIT1 KRT1 LAMA1 LAMA5 LBX1 LDLR LEF1 LEP LEPR LGR4 LGR5 LHCGR LHX1 LHX2 LHX3 LIAS LIF LIPA LMO4 LOX LOXL2 LOXL3 LRG1 LRP1 LRP2 LRP5 LTA4H LTBP3 LUZP1 LZTS2 MAGED1 MAN1A2 MAN2A1 MAP2K1 MAP2K2 MAP2K5 MAP3K3 MAPK1 MAPK14 MAPK3 MAPK7 MARCKS MCAM MDK MECP2 MED1 MED12 MEF2C MEGF8 MEIS1 MEOX2 MESP1 MET MFGE8 MIA3 MIB1 MICAL2 MINAR1 MINAR2 MIR1-1 MIR101-1 MIR106B MIR10A MIR10B MIR1224 MIR125A MIR125B1 MIR126 MIR1298 MIR130A MIR132 MIR137 MIR138-1 MIR143 MIR145 MIR146A MIR149 MIR150 MIR153-1 MIR15A MIR15B MIR16-1 MIR17 MIR17HG MIR181B1 MIR185 MIR188 MIR18A MIR1908 MIR193A MIR196A1 MIR199A1 MIR199B MIR19A MIR19B1 MIR200B MIR200C MIR205 MIR206 MIR20A MIR20B MIR21 MIR210 MIR212 MIR214 MIR217 MIR22 MIR221 MIR222 MIR2355 MIR23A MIR24-1 MIR26A1 MIR27A MIR27B MIR296 MIR29A MIR29B1 MIR29C MIR30A MIR30B MIR30C1 MIR30E MIR31 MIR320A MIR329-1 MIR342 MIR34A MIR34B MIR34C MIR361 MIR375 MIR377 MIR378A MIR410 MIR424 MIR451A MIR483 MIR487B MIR492 MIR494 MIR495 MIR497 MIR503 MIR505 MIR640 MIR885 MIR92A1 MIR939 MIR99B MIRLET7B MIRLET7F1 MIRLET7G MIXL1 MKKS MKS1 MME MMP12 MMP14 MMP19 MMP2 MMRN2 MSX2 MTDH MTHFD1 MTHFD1L MTHFR MTSS1 MYC MYDGF MYH9 MYLK MYO18B MYO1E MYOCD NAA15 NAGLU NAXE NCL NDNF NDP NDRG4 NF1 NFATC4 NFE2L2 NFIA NFIB NGFR NIBAN2 NINJ1 NIPBL NKIRAS1 NKIRAS2 NKX2-1 NKX2-2 NKX2-3 NKX2-5 NKX2-6 NKX2-8 NKX3-1 NKX3-2 NODAL NOG NOS3 NOTCH1 NOTCH2 NOTCH3 NOTCH4 NOTO NOX1 NOX5 NPHP3 NPNT NPPB NPPC NPR1 NPR2 NPR3 NPRL3 NPY NR2E1 NR2F2 NR3C1 NR4A1 NRARP NRCAM NRP1 NRP2 NTN1 NTRK2 NUP133 NUS1 ODAD4 OPA1 OR10J5 OSR1 OTC OTULIN OVOL2 OXTR PAK1 PAK4 PANK2 PARVA PAX2 PAX6 PAX8 PAXIP1 PBX1 PCSK5 PDCD10 PDCD6 PDCL3 PDE3B PDGFA PDGFC PDGFRA PDGFRB PDPK1 PDPN PDX1 PERCC1 PF4 PFN1 PGF PGK1 PGR PHACTR4 PHB2 PHEX PHF14 PHGDH PIFO PIK3C2A PIK3CA PIK3CB PIK3CD PIK3CG PIK3R3 PIK3R6 PITX2 PKD1 PKD2 PKDCC PKHD1 PKM PKNOX1 PLCD3 PLCG1 PLK2 PLOD3 PLXDC1 PLXNA2 PLXNA4 PLXNB2 PLXND1 PML PODXL POFUT1 POU3F3 PPARG PPP1CA PPP1R16B PPP3R1 PRCP PRDM1 PRICKLE1 PRKACA PRKACB PRKCA PRKCB PRKD1 PRKD2 PRKX PRL PROK1 PROK2 PROM1 PROX1 PRRX1 PSEN1 PTCH1 PTGES3 PTGIS PTGS2 PTK2 PTK2B PTK6 PTK7 PTPN6 PTPRB PTPRM PXDN PYY QKI RAB3A RALA RAMP1 RAMP2 RAP1A RAPGEF2 RAPGEF3 RARA RARB RARG RARRES2 RASA1 RASIP1 RB1 RBBP9 RBM15 RBP4 RBPJ RBPMS2 RC3H2 RCN3 RDH10 REC8 RECK RET RGCC RGMA RHOA RHOB RHOJ RIN2 RLN2 RNF207 RNF213 RNF220 RNH1 ROBO1 ROBO2 ROBO4 ROCK1 ROCK2 RORA RPGRIP1L RPL13A RPS7 RRAS RSPO2 RSPO3 RUNX1 RXFP1 RYR2 S100A1 S100A7 S1PR1 SALL1 SALL4 SARS1 SASH1 SAT1 SAV1 SCAPER SCG2 SCRIB SCT SDC1 SDC4 SDCCAG8 SEC24B SELENON SEMA3C SEMA3E SEMA4A SEMA4C SEMA5A SEMA6A SERPINE1 SERPINE2 SERPINF1 SERPINF2 SETD2 SETDB2 SFRP1 SFRP2 SFRP5 SFTPD SGCD SGPL1 SH2D2A SHB SHC1 SHH SHOX2 SIM1 SIM2 SIRT1 SIRT6 SIX1 SIX2 SIX4 SKI SLC12A2 SLC12A6 SLC1A1 SLC22A1 SLC22A6 SLC23A1 SLC31A1 SLC39A12 SLC4A2 SLC7A11 SLIT2 SMAD1 SMAD2 SMAD3 SMAD4 SMAD5 SMAD6 SMAD7 SMO SMOC2 SMPD3 SOS1 SOSTDC1 SOX10 SOX11 SOX17 SOX18 SOX4 SOX8 SOX9 SP1 SP100 SP3 SPARC SPATA2 SPDEF SPHK1 SPI1 SPINK5 SPINT1 SPINT2 SPRED1 SPRY1 SPRY2 SRC SREBF1 SRF SRPK2 SRPX2 SRSF6 SSBP3 ST14 STAB1 STAB2 STARD13 STAT1 STAT3 STIL STIM1 STK3 STK4 STK40 STOX1 STRA6 SUFU SULF1 SYK SYNJ2BP TAB1 TACSTD2 TAFA5 TAL1 TBC1D20 TBC1D32 TBX1 TBX18 TBX2 TBX20 TBX3 TBX4 TBX5 TBX6 TBXA2R TCAP TCF21 TCTN1 TDGF1 TEAD2 TEK TERT TFAP2B TGFA TGFB1 TGFB2 TGFB3 TGFBI TGFBR1 TGFBR2 TGFBR3 TGM2 THBS1 THBS2 THBS4 THRA THRB THSD7A THY1 TIE1 TIGAR TIMELESS TIPARP TJP1 TLR3 TLR9 TMED2 TMEM100 TMEM107 TMEM215 TMEM38B TMEM59L TMIGD1 TMIGD2 TNC TNF TNFAIP2 TNFAIP3 TNFRSF12A TNFSF12 TNMD TNN TNNI3 TP63 TP73 TRAF4 TRAF6 TRIM71 TSC1 TSC2 TSPAN12 TSPAN18 TTC8 TULP3 TWIST1 TYMP TYMS UBB UBP1 UMOD UNC5B VANGL2 VASH1 VASH2 VASP VAV2 VAV3 VDR VEGFA VEGFB VEGFC VEGFD VEZF1 VHL VPS4B VPS52 VSTM4 WARS1 WARS2 WASF2 WDPCP WDR19 WDR48 WNK1 WNK4 WNT1 WNT11 WNT2 WNT2B WNT3A WNT4 WNT5A WNT6 WNT7A WNT7B WNT9B WT1 WWTR1 XBP1 XDH YAP1 YIPF6 YJEFN3 ZC3H12A ZEB1 ZFP36L1 ZFPM2 ZIC3 ZMIZ1 ZNF304 ZNF358 GOBP_TUBE_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TUBE_FORMATION ABL1 ADM APAF1 ARHGAP35 ATOH8 BBS4 BCL10 BCL2L11 BMP4 BMP5 BMP7 BRD2 CASP3 CC2D2A CDK20 CECR2 CELSR1 CEP290 CITED2 CLUAP1 COBL CTHRC1 CTNNB1 DAB2IP DEAF1 DLC1 DVL1 DVL2 DVL3 EDA EDAR EGF FGF10 FGF2 FGF8 FGFR2 FOLR1 FUZ FZD1 FZD2 FZD3 FZD6 GATA3 GDF7 GDNF GLMN GREM1 GRHL2 GRHL3 HAND1 HECTD1 HES5 HESX1 HIF1A HNF1B HOXA1 HS2ST1 IFT122 IFT172 IFT52 IFT57 IRX1 IRX2 IRX3 ITGB1BP1 KAT2A KDM2B KIF20B LHX2 LIAS LMO4 LRP2 LUZP1 MED12 MIB1 MIR210 MKS1 MMRN2 MTHFD1 MTHFD1L MTHFR NFIB NODAL NOG NOTCH1 NPHP3 OPA1 OSR1 OVOL2 PAX2 PAX8 PFN1 PHACTR4 PIK3CD PLXNB2 PODXL PRICKLE1 PRKACA PRKACB PROX1 PTCH1 PTK7 RALA RARA RARG RET RGMA RPS7 SALL4 SCRIB SDC4 SDCCAG8 SEC24B SEMA4C SETD2 SFRP1 SFRP2 SHH SIX1 SIX4 SKI SLC39A12 SOX8 SOX9 SPINT1 SPINT2 ST14 STIL STK3 STK4 SUFU TCAP TCTN1 TEAD2 TGFB1 TGFB2 TGM2 TMED2 TRAF6 TRIM71 TSC1 TSC2 TULP3 TWIST1 VANGL2 VASP VEGFA WNT4 WNT5A WNT6 WNT9B GOBP_TUBE_LUMEN_CAVITATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TUBE_LUMEN_CAVITATION EDA EDAR NFIB SHH TGM2 GOBP_TUBE_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TUBE_MORPHOGENESIS AAMP ABCC8 ABL1 ACE ACKR3 ACTG1 ACVR1 ACVR2B ACVRL1 ADAM12 ADAM15 ADAM8 ADAMTS1 ADAMTS12 ADAMTS16 ADAMTS9 ADGRA2 ADGRB1 ADGRB2 ADGRB3 ADGRF5 ADGRG1 ADIPOR2 ADM ADM2 ADRA2B ADTRP AGGF1 AGO1 AGO2 AGR2 AGT AGTR1 AGTR2 AHI1 AIMP1 AKT1 AKT3 ALOX5 AMOT AMOTL1 AMOTL2 ANG ANGPT1 ANGPT2 ANGPT4 ANGPTL3 ANGPTL4 ANGPTL6 ANPEP ANXA1 ANXA2 ANXA3 APAF1 APELA APLN APLNR APOB APOD APOE APOH APOLD1 AQP1 AR AREG ARHGAP22 ARHGAP24 ARHGAP35 ARID2 ARL13B ASB2 ASB4 ATF2 ATOH8 ATP2B4 ATP5F1B ATP5IF1 B4GALT1 BAK1 BAX BBS4 BBS5 BBS7 BCAS3 BCL10 BCL2 BCL2L11 BMP2 BMP4 BMP5 BMP7 BMPER BMPR1A BMPR2 BRCA1 BRD2 BSG BTG1 BTRC C1GALT1 C2CD3 C3 C3AR1 C5AR1 CALCRL CALD1 CAMP CARD10 CASP3 CASP8 CASR CAV1 CAV3 CC2D2A CCBE1 CCDC103 CCDC134 CCDC39 CCDC40 CCL2 CCL24 CCM2 CCN1 CCN2 CCN3 CCN6 CCR2 CCR3 CD160 CD34 CD40 CD47 CDH13 CDH2 CDH5 CDK20 CEACAM1 CECR2 CELA1 CELSR1 CEMIP2 CEP290 CHD7 CHI3L1 CHRNA7 CIB1 CITED1 CITED2 CLDN5 CLEC14A CLIC4 CLUAP1 CMA1 CNMD COBL COL15A1 COL18A1 COL27A1 COL3A1 COL4A1 COL4A2 COL4A3 COL8A1 COL8A2 COMP CREB3L1 CSF1 CSF1R CSMD1 CSNK2B CSPG4 CTHRC1 CTNNB1 CTNNBIP1 CTNS CTSH CTSZ CUL7 CX3CL1 CX3CR1 CXCL10 CXCL13 CXCL17 CXCL8 CXCR2 CXCR3 CXCR4 CYBB CYP1B1 CYSLTR1 DAB2IP DACT1 DAG1 DCHS1 DCN DDAH1 DDR1 DEAF1 DLC1 DLG1 DLG5 DLL1 DLL4 DNAAF1 DVL1 DVL2 DVL3 E2F2 E2F7 E2F8 ECM1 ECSCR EDA EDAR EDN1 EDN2 EDNRA EFEMP2 EFNA1 EFNA3 EFNB2 EGF EGFL7 EGFR EGLN1 EGR3 EIF2AK3 ELK3 EMC10 EMILIN1 EMILIN2 EMP2 EMX2 ENG ENPEP EPAS1 EPB41L5 EPGN EPHA1 EPHA2 EPHA4 EPHA7 EPHB1 EPHB2 EPHB3 EPHB4 EPN1 EPN2 ERAP1 ERBB2 EREG ESM1 ESR1 ESRP2 ETS1 ETV2 EXT1 EYA1 F3 FAP FASLG FBXW7 FGF1 FGF10 FGF16 FGF18 FGF2 FGF6 FGF8 FGF9 FGFBP1 FGFR2 FKBP10 FKBPL FLNA FLT1 FLT4 FMN1 FMNL3 FN1 FOLR1 FOXA1 FOXC1 FOXC2 FOXD1 FOXF1 FOXH1 FOXJ2 FOXN1 FOXN4 FOXO4 FOXP1 FUT1 FUZ FZD1 FZD2 FZD3 FZD4 FZD5 FZD6 FZD8 GAB1 GADD45A GATA2 GATA3 GATA4 GATA6 GBX2 GDF2 GDF7 GDNF GHRL GHSR GJA5 GJC1 GLI1 GLI2 GLI3 GLMN GLUL GNA13 GPC3 GPLD1 GPNMB GPR15 GPR4 GPX1 GREB1L GREM1 GRHL2 GRHL3 GRN GTF2I GZF1 HAND1 HAND2 HAS2 HDAC5 HDAC7 HDAC9 HECTD1 HEG1 HES1 HES5 HESX1 HEY1 HEY2 HGS HHEX HHIP HIF1A HIF1AN HIF3A HIPK1 HIPK2 HK2 HLA-G HLX HMGA2 HMOX1 HNF1B HOXA1 HOXA11 HOXA13 HOXA3 HOXA5 HOXA7 HOXB13 HOXB3 HOXB7 HOXD11 HOXD13 HPGD HPSE HRG HS2ST1 HS3ST3A1 HS3ST3B1 HS6ST1 HSPB1 HSPB6 HSPG2 HTATIP2 HYAL1 ID1 ID2 IFT122 IFT172 IFT52 IFT57 IHH IL10 IL12A IL12B IL17F IL18 IL1A IL1B IL6 ILK IRX1 IRX2 IRX3 ISL1 ISM1 ITGA2B ITGA5 ITGAV ITGAX ITGB1 ITGB1BP1 ITGB3 ITGB8 JAG1 JAK1 JAM3 JCAD JMJD6 JMJD8 JUNB JUP KAT2A KDM2B KDM5B KDR KIF20B KIF26B KLF2 KLF4 KLF5 KLHL3 KLK3 KRAS KRIT1 KRT1 LAMA1 LAMA5 LBX1 LDLR LEF1 LEP LEPR LGR4 LGR5 LHX1 LHX2 LIAS LMO4 LOX LOXL2 LRG1 LRP1 LRP2 LRP5 LUZP1 LZTS2 MAGED1 MAP2K5 MAP3K3 MAPK14 MAPK7 MCAM MDK MECP2 MED1 MED12 MEF2C MEGF8 MEIS1 MEOX2 MESP1 MET MFGE8 MIA3 MIB1 MICAL2 MINAR1 MINAR2 MIR1-1 MIR101-1 MIR106B MIR10A MIR10B MIR1224 MIR125A MIR125B1 MIR126 MIR1298 MIR130A MIR132 MIR137 MIR138-1 MIR143 MIR145 MIR146A MIR149 MIR150 MIR153-1 MIR15A MIR15B MIR16-1 MIR17 MIR181B1 MIR185 MIR188 MIR18A MIR1908 MIR193A MIR196A1 MIR199A1 MIR199B MIR19A MIR19B1 MIR200B MIR200C MIR205 MIR206 MIR20A MIR20B MIR21 MIR210 MIR212 MIR214 MIR217 MIR22 MIR221 MIR222 MIR2355 MIR23A MIR24-1 MIR26A1 MIR27A MIR27B MIR296 MIR29A MIR29B1 MIR29C MIR30A MIR30B MIR30C1 MIR30E MIR31 MIR320A MIR329-1 MIR342 MIR34A MIR34B MIR34C MIR361 MIR375 MIR377 MIR378A MIR410 MIR424 MIR451A MIR483 MIR487B MIR492 MIR494 MIR495 MIR497 MIR503 MIR505 MIR640 MIR885 MIR92A1 MIR939 MIR99B MIRLET7B MIRLET7F1 MIRLET7G MKKS MKS1 MMP14 MMP19 MMP2 MMRN2 MSX2 MTDH MTHFD1 MTHFD1L MTHFR MTSS1 MYC MYDGF MYH9 MYLK MYO18B MYO1E MYOCD NAA15 NAGLU NAXE NCL NDNF NDP NDRG4 NF1 NFATC4 NFE2L2 NFIB NGFR NIBAN2 NINJ1 NIPBL NKX2-1 NKX2-3 NKX2-5 NKX3-1 NODAL NOG NOS3 NOTCH1 NOTCH2 NOTCH3 NOTCH4 NOTO NOX1 NOX5 NPHP3 NPNT NPPB NPPC NPR1 NPR2 NPR3 NPRL3 NR2E1 NR2F2 NR3C1 NR4A1 NRARP NRCAM NRP1 NRP2 NTN1 NTRK2 NUS1 OPA1 OR10J5 OSR1 OTULIN OVOL2 PAK1 PAK4 PANK2 PARVA PAX2 PAX8 PAXIP1 PBX1 PDCD10 PDCD6 PDCL3 PDE3B PDGFA PDGFRA PDGFRB PDPK1 PERCC1 PF4 PFN1 PGF PGK1 PGR PHACTR4 PHB2 PIK3C2A PIK3CA PIK3CB PIK3CD PIK3CG PIK3R3 PIK3R6 PKD1 PKD2 PKHD1 PKM PKNOX1 PLCD3 PLCG1 PLK2 PLXDC1 PLXNB2 PLXND1 PML PODXL POFUT1 PPARG PPP1CA PPP1R16B PPP3R1 PRCP PRDM1 PRICKLE1 PRKACA PRKACB PRKCA PRKCB PRKD1 PRKD2 PRKX PRL PROK1 PROK2 PROX1 PRRX1 PSEN1 PTCH1 PTGIS PTGS2 PTK2 PTK2B PTK7 PTPRB PTPRM PXDN QKI RALA RAMP1 RAMP2 RAP1A RAPGEF2 RAPGEF3 RARA RARG RASA1 RASIP1 RBM15 RBPJ RBPMS2 RDH10 RECK RET RGCC RGMA RHOA RHOB RHOJ RIN2 RLN2 RNF207 RNF213 RNH1 ROBO1 ROBO4 ROCK1 ROCK2 RORA RPS7 RRAS RSPO2 RSPO3 RUNX1 RYR2 S100A1 S100A7 S1PR1 SALL1 SALL4 SARS1 SASH1 SAT1 SCG2 SCRIB SDC4 SDCCAG8 SEC24B SEMA3E SEMA4A SEMA4C SEMA5A SEMA6A SERPINE1 SERPINF1 SERPINF2 SETD2 SETDB2 SFRP1 SFRP2 SFRP5 SGCD SGPL1 SH2D2A SHB SHC1 SHH SHOX2 SIRT1 SIRT6 SIX1 SIX2 SIX4 SKI SLC12A2 SLC12A6 SLC1A1 SLC31A1 SLC39A12 SLIT2 SMAD1 SMAD2 SMAD3 SMAD4 SMAD7 SMO SMOC2 SOS1 SOSTDC1 SOX10 SOX11 SOX17 SOX18 SOX4 SOX8 SOX9 SP1 SP100 SPARC SPHK1 SPI1 SPINK5 SPINT1 SPINT2 SPRED1 SPRY1 SPRY2 SRC SRF SRPK2 SRPX2 ST14 STAB1 STAB2 STARD13 STAT1 STAT3 STIL STIM1 STK3 STK4 STOX1 STRA6 SUFU SULF1 SYK SYNJ2BP TACSTD2 TAFA5 TAL1 TBX1 TBX2 TBX20 TBX3 TBX4 TBX5 TBX6 TBXA2R TCAP TCF21 TCTN1 TDGF1 TEAD2 TEK TERT TFAP2B TGFA TGFB1 TGFB2 TGFBI TGFBR1 TGFBR2 TGFBR3 TGM2 THBS1 THBS2 THBS4 THSD7A THY1 TIE1 TIMELESS TIPARP TJP1 TLR3 TMED2 TMEM100 TMEM215 TMEM59L TMIGD2 TNC TNF TNFAIP2 TNFAIP3 TNFRSF12A TNFSF12 TNMD TNN TNNI3 TP63 TRAF6 TRIM71 TSC1 TSC2 TSPAN12 TSPAN18 TULP3 TWIST1 TYMP UBP1 UNC5B VANGL2 VASH1 VASH2 VASP VAV2 VAV3 VDR VEGFA VEGFB VEGFC VEGFD VEZF1 VHL VPS4B VSTM4 WARS1 WARS2 WASF2 WNK1 WNK4 WNT1 WNT11 WNT2 WNT2B WNT3A WNT4 WNT5A WNT6 WNT7A WNT7B WNT9B WT1 XBP1 XDH YAP1 YJEFN3 ZC3H12A ZEB1 ZFP36L1 ZFPM2 ZIC3 ZMIZ1 ZNF304 GOBP_TUBULIN_COMPLEX_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TUBULIN_COMPLEX_ASSEMBLY CRYAB TBCA TBCB TBCC TBCD TBCE TBCEL TCP1 VBP1 GOBP_TUBULIN_DEACETYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TUBULIN_DEACETYLATION BEX4 DR1 EP300 FLNA FNTA FRY HDAC6 KAT14 KAT2A KAT2B MAPT MBIP NEK3 PRKAA1 PRKAA2 SGF29 SIRT2 TADA2A TADA3 TPPP WDR5 YEATS2 ZZZ3 GOBP_TUMOR_NECROSIS_FACTOR_MEDIATED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TUMOR_NECROSIS_FACTOR_MEDIATED_SIGNALING_PATHWAY ACTN4 ADAM17 ADIPOQ AIM2 APOA1 BIRC2 BIRC3 BIRC7 CARD14 CARD16 CARD8 CASP1 CASP4 CASP8 CCDC3 CD70 CHUK CLDN18 COMMD7 CPNE1 CYLD EDA2R EIF5A EXT1 F2RL1 FAS FOXO3 GAS6 GPS2 GSTP1 H2BC11 HIPK1 HSPA1A HSPA1B IKBKB ILK JAK2 KRT18 KRT8 LAPTM5 LIMS1 MAPKAPK2 MIB2 MIR1246 MIR152 MIR24-1 MIR27B MIR34A MMP8 NAIP NFKBIA NKIRAS1 NKIRAS2 NLRP2B NR1H4 OTULIN PELI3 PIAS3 PIAS4 PLVAP PPP2CB PRKN PTK2B PTPN2 PYCARD PYDC1 PYDC2 RELA RFFL RIPK1 RRAGA SHARPIN SPATA2 SPHK1 SPPL2A SPPL2B ST18 STAT1 SYK TMSB4X TNF TNFAIP3 TNFRSF11A TNFRSF13C TNFRSF14 TNFRSF17 TNFRSF18 TNFRSF19 TNFRSF1A TNFRSF1B TNFRSF25 TNFRSF4 TNFSF11 TNFSF13B TNFSF18 TP53 TRADD TRAF1 TRAF2 TRAF3 TRAF3IP2 TRAF5 TRAF6 TRAIP TRIM32 TXNDC17 UBE2K ULK1 UMOD XIAP ZNF675 GOBP_TUMOR_NECROSIS_FACTOR_SUPERFAMILY_CYTOKINE_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TUMOR_NECROSIS_FACTOR_SUPERFAMILY_CYTOKINE_PRODUCTION ABCC8 ACP5 ADAM8 ADIPOQ AGER AKAP12 AKAP8 ANGPT1 APP ARFGEF2 ARG2 ARHGEF2 ARID5A ARRB2 AXL AZU1 BCL10 BCL3 BPI BTK C1QTNF4 C5AR2 CACTIN CARD9 CCL19 CCL3 CCR2 CD14 CD2 CD274 CD33 CD36 CD47 CD84 CD86 CHRNA7 CIDEA CLEC4A CLEC7A CLU CX3CL1 CX3CR1 CYBA CYBB DDT DEFB114 DHX9 DICER1 ELF4 EPHB2 FADD FCGR3A FOXP1 FOXP3 FRMD8 FXR1 FZD5 GAS6 GHRL GHSR GPNMB GPR18 GSTP1 HAVCR2 HDAC2 HLA-E HMGB1 HSPB1 IFIH1 IFNG IFNGR1 IGF1 IL10 IL12B IL17A IL17F IL1A IL23A IL27RA IL33 IL37 IL4 IL6 ILRUN IRAK3 ISL1 JAK2 LBP LEP LGALS9 LILRA2 LILRA4 LILRA5 LILRB1 LILRB4 LPL LRRK2 LTF LY96 MAPKAPK2 MAVS MC1R MIF MIR101-1 MIR105-1 MIR125B1 MIR130A MIR132 MIR140 MIR144 MIR149 MIR181A2 MIR185 MIR195 MIR204 MIR206 MIR27B MIR361 MIR488 MIR657 MIR6869 MIR708 MIR920 MIR98 MMP8 MYD88 NFATC4 NFKBIL1 NLRC3 NOD1 NOD2 NR1H4 OAS1 OAS2 OAS3 ORM1 ORM2 PARK7 PF4 PIK3R1 PLCG2 POMC PSEN1 PTAFR PTPN11 PTPN22 PTPN6 PTPRC PTPRJ PYCARD RAD21 RARA RASGRP1 RIGI RIPK1 RIPK2 SASH3 SELENOK SELENOS SETD4 SIRPA SLAMF1 SPHK2 SPN SPON2 STAT3 SYK SYT11 TGFB1 THBS1 TICAM1 TIRAP TLR1 TLR2 TLR3 TLR4 TLR9 TMEM106A TNFAIP3 TNFRSF8 TREM2 TREX1 TRIM27 TSPO TWIST1 TYROBP UBE2J1 VSIR WNT5A ZBTB20 ZC3H12A ZFP36 GOBP_TYPE_2_IMMUNE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TYPE_2_IMMUNE_RESPONSE ANXA1 ARG1 ARG2 ASCL2 BATF BCL3 BCL6 CCR2 CD74 CD81 CD86 DENND1B ECM1 FCER1A GATA3 HLX IDO1 IFNA2 IFNB1 IFNL1 IL10 IL18 IL27RA IL33 IL4 IL4R IL6 KMT2A MEN1 MYB NDFIP1 NLRP3 NOD2 PRKCZ RARA RSAD2 SOCS5 STAT6 TBX21 TNFSF4 TRAF3IP2 XCL1 GOBP_TYPE_B_PANCREATIC_CELL_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TYPE_B_PANCREATIC_CELL_APOPTOTIC_PROCESS CAPN10 CAST EIF2S1 IL6 NEUROD1 PDX1 RYR2 SRSF6 TCF7L2 WFS1 GOBP_TYPE_B_PANCREATIC_CELL_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TYPE_B_PANCREATIC_CELL_DEVELOPMENT AKT1 BAD BHLHA15 BMAL1 BMP4 BMP5 BMP6 CDH2 CDK6 CLOCK DLL1 GDF11 GSK3A GSK3B INSM1 MIR541 NKX2-2 NKX6-1 PDPK1 RFX3 RHEB SIDT2 SMO WNT5A GOBP_TYPE_B_PANCREATIC_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TYPE_B_PANCREATIC_CELL_DIFFERENTIATION AKT1 BAD BHLHA15 BMAL1 BMP4 BMP5 BMP6 CDH2 CDK6 CLOCK DLL1 GATA6 GDF11 GSK3A GSK3B INSM1 MIR541 NKX2-2 NKX6-1 ONECUT1 PAX6 PDPK1 PDX1 RFX3 RFX6 RHEB SIDT2 SMO VHL WNT5A GOBP_TYPE_B_PANCREATIC_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TYPE_B_PANCREATIC_CELL_PROLIFERATION ANGPTL8 BAD BGLAP BTBD10 CCN3 CDK4 DACH1 FMC1 IGFBP3 IGFBP4 IGFBP5 IRS2 MAP2K1 NKX6-1 NR1D1 NR4A1 NR4A3 NUPR1 PDX1 PHOX2B PTPRN RAF1 RASGRF1 SERPINB1 SFRP1 SGPP2 SIDT2 WDR13 WNT3A GOBP_TYPE_III_INTERFERON_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TYPE_III_INTERFERON_PRODUCTION GBP7 IFIH1 MIR29B1 RIGI TLR3 GOBP_TYPE_II_HYPERSENSITIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TYPE_II_HYPERSENSITIVITY C3 FCGR1A FCGR2B FCGR3A HLA-E IGHG1 GOBP_TYPE_II_INTERFERON_MEDIATED_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TYPE_II_INTERFERON_MEDIATED_SIGNALING_PATHWAY ARG1 CDC37 HCK HPX IFNG IFNGR1 IFNGR2 IRF1 IRGM JAK1 JAK2 MED1 NLRC5 NR1H2 NR1H3 OTOP1 PARP14 PARP9 PPARG PTPN2 RAF1 SP100 STAT1 TP53 TXK TYK2 GOBP_TYPE_II_INTERFERON_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TYPE_II_INTERFERON_PRODUCTION ABL1 ARID5A AXL BCL3 BTN3A1 BTN3A2 C1QBP CCR2 CCR7 CD14 CD160 CD2 CD226 CD244 CD274 CD276 CD3E CD47 CD96 CEBPG CLEC7A CR1 CRTAM CYRIB DDIT3 EBI3 F2RL1 FADD FOXP3 FZD5 GAS6 GATA3 HAVCR2 HLA-A HLA-DPA1 HLA-DPB1 HLA-DRB1 HMGB1 HMHB1 HRAS HSPD1 IFNL1 IL10 IL12A IL12B IL12RB1 IL12RB2 IL18 IL18R1 IL1B IL1R1 IL1RL1 IL2 IL20RB IL21 IL23A IL23R IL27 IL27RA IL33 IL36RN INHA INHBA IRF8 IRGM ISG15 ISL1 JAK2 KLRC4-KLRK1 KLRK1 LAPTM5 LGALS9 LGALS9B LGALS9C LILRB1 LILRB4 LTA MIR24-1 MIR708 NLRP6 NOD2 NR1H4 PDCD1LG2 PDE4B PDE4D PGLYRP1 PGLYRP2 PGLYRP3 PRNP PTPN22 PYCARD RARA RASGRP1 RIPK2 RIPK3 SASH3 SCGB1A1 SCRIB SIRPA SLAMF1 SLAMF6 SLC11A1 SLC7A5 TLR3 TLR4 TLR7 TLR8 TLR9 TNF TNFSF4 TRIM27 TXK TYK2 VSIR WNT5A XCL1 ZC3H12A ZFPM1 ZP3 GOBP_TYPE_II_PNEUMOCYTE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TYPE_II_PNEUMOCYTE_DIFFERENTIATION AIMP2 FGF10 GATA6 NFIB NKX2-1 RBBP9 GOBP_TYPE_I_INTERFERON_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TYPE_I_INTERFERON_PRODUCTION ACOD1 ARRDC4 ATG12 ATG5 BANF1 CACTIN CD14 CGAS CHUK CUL3 CYLD DDX3X DDX56 DHX33 DHX36 DHX58 DHX9 DTX4 FLOT1 G3BP1 GAPDH GARIN5A GBP7 GPATCH3 HAVCR2 HMGB2 HSP90AA1 HSPD1 IFIH1 IKBKE IL10 ILRUN IRAK1 IRF1 IRF3 IRF5 IRF7 IRF8 IRGM ISG15 ITCH KLHL22 LILRA4 LILRB1 MAVS MIR21 MIR26B MMP12 MORC3 MYD88 NLRC3 NLRX1 NMB NMBR NMI NPLOC4 OAS1 OAS2 OAS3 OTUD5 PLCG2 POLA1 POLR3A POLR3B POLR3C POLR3D POLR3F POLR3G PPM1B PQBP1 PTPN11 PTPN22 PTPRS PYCARD RAB2B RBX1 REL RELB RIGI RIOK3 RIPK2 RNF125 RNF135 RNF216 RNF26 SETD2 SIGLEC1 SIRPA STAT1 STING1 SYK TANK TBK1 TICAM1 TICAM2 TIRAP TLR2 TLR3 TLR4 TLR7 TLR8 TLR9 TOMM70 TRAF3 TRAF3IP1 TRAF3IP3 TRAF6 TRAIP TREX1 TRIM15 TRIM21 TRIM27 TRIM38 TRIM56 TRIM65 TYROBP UFD1 XAF1 XIAP YY1 ZBTB20 ZC3HAV1 ZCCHC3 GOBP_TYPE_I_PNEUMOCYTE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TYPE_I_PNEUMOCYTE_DIFFERENTIATION CREB1 KLF2 KRAS LTA4H NFIB SOX9 THRA THRB GOBP_TYROSINE_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TYROSINE_CATABOLIC_PROCESS FAH GSTZ1 HGD HPD IL4I1 TAT GOBP_TYROSINE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TYROSINE_METABOLIC_PROCESS DCT FAH GSTZ1 HGD HPD IL4I1 IYD OCA2 PAH PCBD1 PCBD2 SLC45A2 TAT TH THAP4 TTC36 TYR GOBP_TYROSINE_PHOSPHORYLATION_OF_STAT_PROTEIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_TYROSINE_PHOSPHORYLATION_OF_STAT_PROTEIN ARL2BP CAV1 CCL5 CD40 CLCF1 CNOT7 CNTF CRLF1 CSF1R CSF2 CSH1 CSH2 CSHL1 CTF1 EPO ERBB4 FER FGFR3 FLT3 FYN GGNBP2 GH1 GH2 GHR HCLS1 HDAC2 HES1 HES5 HPX HSF1 IFNG IFNL1 IFNL4 IGF1 IL12A IL12B IL13 IL15 IL18 IL2 IL20 IL21 IL22RA2 IL23A IL23R IL24 IL3 IL31RA IL4 IL6 IL6R IL6ST INPP5F ISL1 JAK1 JAK2 JAK3 KIT LEP LIF LYN MIR146A MIR19A MIR19B1 MIR221 NF2 OSBP OSM PARP14 PARP9 PIBF1 PPP2CA PPP2R1A PTK6 PTPN2 SOCS1 SOCS3 TNF TNFRSF18 TNFRSF1A TNFSF18 TSLP VEGFA GOBP_T_CELL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_T_CELL_ACTIVATION ABL1 ABL2 ACTB ACTL6A ACTL6B ADA ADAM17 ADAM8 ADORA2A AGER AIF1 AIRE AKT1 AMBRA1 ANXA1 AP3B1 AP3D1 APBB1IP ARG1 ARG2 ARID1A ARID1B ARID2 ARMC5 ASCL2 ATF2 ATG5 ATP7A AZI2 B2M BAD BATF BAX BCL10 BCL11B BCL2 BCL3 BCL6 BID BMI1 BMP4 BRAF BRD7 BTN2A2 BTN3A1 CADM1 CAMK4 CARD11 CASP3 CASP8 CAV1 CBFB CBLB CCDC88B CCL19 CCL2 CCL21 CCL5 CCND3 CCR2 CCR6 CCR7 CCR9 CD151 CD160 CD1C CD1D CD2 CD209 CD24 CD247 CD27 CD274 CD276 CD28 CD300A CD3D CD3E CD3G CD4 CD40LG CD44 CD46 CD47 CD5 CD55 CD6 CD7 CD70 CD74 CD80 CD81 CD83 CD84 CD86 CD8A CD8B CDH26 CDK6 CEACAM1 CEACAM21 CEBPB CGAS CHD7 CHRNA7 CLC CLEC4A CLEC4D CLEC4E CLEC4G CLEC7A CLECL1P CLPTM1 CORO1A CR1 CRTAM CSK CTLA4 CTNNB1 CTPS1 CTSG CTSL CUL4A CXADR CYP26B1 CYRIB DAPL1 DCAF12 DDOST DHPS DLG1 DLG5 DLL4 DNAJA3 DOCK2 DOCK8 DPP4 DROSHA DTX1 DUSP10 DUSP22 DUSP3 EBI3 EFNB1 EFNB2 EFNB3 EGR1 EGR3 EIF2AK4 ELF4 ENTPD7 EOMES EPO ERBB2 F2RL1 FADD FANCA FANCD2 FCER1G FCGR2B FCHO1 FGL1 FGL2 FKBP1A FKBP1B FLOT2 FOSL2 FOXJ1 FOXN1 FOXO3 FOXP1 FOXP3 FUT7 FYN FZD5 FZD7 FZD8 GATA3 GBA1 GLI2 GLI3 GLMN GPAM GPNMB GPR18 GPR183 GPR89A GPR89B GSN HAVCR2 HES1 HFE HHLA2 HLA-A HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-G HLX HMGB1 HSH2D HSPD1 HSPH1 ICAM1 ICOS ICOSLG IDO1 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IFNE IFNG IFNK IFNL1 IFNW1 IGF1 IGF2 IGFBP2 IHH IKZF3 IL10 IL12A IL12B IL12RB1 IL15 IL18 IL18R1 IL1A IL1B IL1RL2 IL2 IL20RB IL21 IL23A IL23R IL27 IL2RA IL2RG IL36B IL4 IL4I1 IL4R IL6 IL6R IL6ST IL7 IL7R ILDR2 INS IRF1 IRF4 ITCH ITGAL ITK ITPKB JAG2 JAK1 JAK2 JAK3 JAML JMJD6 JUNB KAT2A KAT5 KDELR1 KIF13B KIT KITLG KLHL25 KLRC1 KLRC4-KLRK1 KLRK1 KMT2A LAG3 LAPTM5 LAT LAX1 LCK LCP1 LEF1 LEP LEPR LFNG LGALS1 LGALS3 LGALS9 LGALS9B LGALS9C LIG4 LILRB1 LILRB2 LILRB4 LIPA LMBR1L LMO1 LOXL3 LRRC32 LY9 LYN MAD1L1 MAFB MALT1 MAP3K8 MAPK8IP1 MARCHF7 MDK MEN1 METTL3 MFAP3 MICA MICB MIR181C MIR21 MIR27A MIR30B MR1 MSN MTOR MYB MYH9 NCAPH2 NCK1 NCK2 NCKAP1L NCSTN NDFIP1 NFKBID NFKBIZ NHEJ1 NKAP NKG7 NKX2-3 NLRC3 NLRP3 NOD2 NRARP P2RX7 PAG1 PATZ1 PAWR PBRM1 PCK1 PDCD1LG2 PDE5A PDPK1 PELI1 PHF10 PIK3CA PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R6 PKNOX1 PLA2G2A PLA2G2D PLA2G2E PLA2G2F PLA2G5 PNP PPP3CA PPP3CB PRDM1 PRDX2 PRELID1 PREX1 PRKAR1A PRKCQ PRKCZ PRKDC PRNP PRR7 PSEN1 PSG9 PSMB10 PSMB11 PTGER4 PTPN11 PTPN2 PTPN22 PTPN6 PTPRC PYCARD RAB27A RAB29 RABL3 RAC2 RAG1 RAG2 RARA RASAL3 RASGRP1 RBX1 RC3H1 RC3H2 RELB RHOA RHOH RIPK2 RIPK3 RIPOR2 RORA RORC RPL22 RPS3 RPS6 RSAD2 RUNX1 RUNX2 RUNX3 SART1 SASH3 SCGB1A1 SCRIB SDC4 SELENOK SEMA4A SFTPD SH2D2A SH3RF1 SHB SHH SIRPA SIRPB1 SIRPG SIT1 SLA2 SLAMF1 SLAMF6 SLAMF7 SLAMF9 SLC11A1 SLC46A2 SLC4A2 SLC7A1 SMAD3 SMAD7 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SOCS1 SOCS3 SOCS5 SOCS6 SOD1 SOS1 SOS2 SOX12 SOX13 SOX4 SP3 SPI1 SPINK5 SPN SPTA1 SRC SRF STAT3 STAT4 STAT5B STAT6 STK11 STOML2 SYK TARM1 TBX21 TCF7 TCIRG1 TESPA1 TFRC TGFB1 TGFBR2 THEMIS THY1 TIGIT TMEM131L TMEM98 TMIGD2 TNFAIP8L2 TNFRSF13C TNFRSF14 TNFRSF1B TNFRSF21 TNFRSF4 TNFRSF9 TNFSF11 TNFSF13B TNFSF14 TNFSF18 TNFSF4 TNFSF8 TNFSF9 TOX TP53 TRAC TRAF3IP2 TRAF6 TRBC1 TRBC2 TRDC TREML2 TREX1 TRGC1 TSC1 TSPAN32 TWSG1 TYK2 USP44 VAV1 VCAM1 VNN1 VSIG4 VSIR VTCN1 WAS WDFY4 WNT1 WNT10B WNT4 XBP1 XCL1 YES1 ZAP70 ZBTB1 ZBTB16 ZBTB7B ZC3H12A ZC3H8 ZEB1 ZFP36L1 ZFP36L2 ZFPM1 ZMIZ1 ZNF683 ZP3 ZP4 GOBP_T_CELL_ACTIVATION_INVOLVED_IN_IMMUNE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_T_CELL_ACTIVATION_INVOLVED_IN_IMMUNE_RESPONSE ANXA1 APBB1IP ASCL2 ATP7A BATF BCL3 BCL6 CCL19 CD1C CD46 CD74 CD80 CD81 CD86 CEACAM1 CLEC4D CLEC4E EIF2AK4 ENTPD7 EOMES F2RL1 FCER1G FCGR2B FGL2 FOXP1 FOXP3 GATA3 GPR183 HAVCR2 HLA-DMB HLA-DRA HLA-DRB1 HLX HMGB1 ICAM1 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IFNE IFNG IFNK IFNL1 IFNW1 IL12B IL12RB1 IL18 IL18R1 IL2 IL21 IL23A IL23R IL27 IL4 IL4R IL6 IL6R IRF4 ITGAL JAK1 JAK3 JUNB KMT2A LCP1 LEF1 LGALS3 LGALS9 LILRB1 LOXL3 LY9 MALT1 MDK MEN1 MIR21 MTOR MYB NCKAP1L NFKBID NFKBIZ NLRP3 PCK1 PRKCZ PSEN1 PTGER4 RAB27A RARA RC3H1 RC3H2 RELB RIPK2 RORA RORC RPS6 SEMA4A SHB SLAMF6 SLC11A1 SMAD7 SOCS3 SOCS5 SPN STAT3 STAT4 STAT6 TBX21 TMEM98 TNFSF18 TNFSF4 TP53 TSC1 ZBTB7B ZC3H12A ZFPM1 GOBP_T_CELL_ACTIVATION_VIA_T_CELL_RECEPTOR_CONTACT_WITH_ANTIGEN_BOUND_TO_MHC_MOLECULE_ON_ANTIGEN_PRESENTING_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_T_CELL_ACTIVATION_VIA_T_CELL_RECEPTOR_CONTACT_WITH_ANTIGEN_BOUND_TO_MHC_MOLECULE_ON_ANTIGEN_PRESENTING_CELL APBB1IP CD81 FGL2 HAVCR2 HLA-DMB ICAM1 ITGAL LGALS3 LGALS9 LILRB1 GOBP_T_CELL_ANTIGEN_PROCESSING_AND_PRESENTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_T_CELL_ANTIGEN_PROCESSING_AND_PRESENTATION ICAM1 KDM5D RFTN1 TREX1 UNC93B1 WAS GOBP_T_CELL_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_T_CELL_APOPTOTIC_PROCESS ADA ADAM8 AKT1 ARG2 BAK1 BAX BCL10 BCL11B BCL2 BCL2L11 BCL3 BMP4 CCL5 CD27 CD274 CHEK2 CLC DFFA DNAJA3 DOCK8 EBF4 EFNA1 FADD FAS FASLG GIMAP8 GLI3 GPAM HIF1A IDO1 IL2RA IL7R JAK3 KDELR1 KIFAP3 LGALS16 LGALS3 LGALS9 LIPA LMBR1L P2RX7 PDCD1 PIP PRELID1 PRKCQ PRKD2 PTCRA RAG1 RIPK1 RIPK3 RPS6 SLC46A2 ST3GAL1 TP53 TSC22D3 VHL WNT5A ZC3H8 GOBP_T_CELL_CHEMOTAXIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_T_CELL_CHEMOTAXIS ADAM10 ADAM17 CCL21 CCL26 CCL3 CCL5 CCR2 CXCL10 CXCL11 CXCL13 CXCL16 DEFA1 DEFA1B GPR183 OXSR1 PIK3CD PIK3CG PLEC S100A7 SLC12A2 STK39 TMEM102 TNFSF14 WNK1 WNT5A XCL1 XCL2 GOBP_T_CELL_CYTOKINE_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_T_CELL_CYTOKINE_PRODUCTION ARG1 ARID5A B2M CCR2 CD55 CD81 CLC DENND1B FOXP3 FZD5 GATA3 HFE HLA-A HLA-F IFNA2 IFNB1 IL18 IL18R1 IL1B IL1R1 IL4 IL6 LILRB4 MALT1 MAP3K7 NLRP3 PRKCZ RSAD2 SASH3 SLAMF1 SMAD7 TBX21 TNFRSF1B TNFSF4 TRAF2 TRAF6 TRPM4 XCL1 GOBP_T_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_T_CELL_DIFFERENTIATION ABL1 ACTB ACTL6A ACTL6B ADA ADAM17 ADAM8 AIRE AMBRA1 ANXA1 AP3B1 AP3D1 ARID1A ARID1B ARID2 ARMC5 ASCL2 ATF2 ATG5 ATP7A B2M BAD BATF BCL11B BCL2 BCL3 BCL6 BMI1 BMP4 BRAF BRD7 BTN2A2 CAMK4 CARD11 CBFB CCL19 CCR2 CCR6 CCR7 CCR9 CD1D CD2 CD27 CD28 CD3D CD3E CD3G CD4 CD46 CD74 CD80 CD83 CD86 CD8A CDK6 CHD7 CLEC4D CLEC4E CLEC4G CLPTM1 CR1 CRTAM CTLA4 CTNNB1 CTSL CYP26B1 DLL4 DNAJA3 DOCK2 DROSHA DTX1 DUSP10 EGR1 EGR3 ENTPD7 EOMES ERBB2 FADD FANCA FANCD2 FCER1G FGL2 FOSL2 FOXJ1 FOXN1 FOXO3 FOXP1 FOXP3 FUT7 FZD5 FZD7 FZD8 GATA3 GBA1 GLI2 GLI3 GPR18 GPR183 GPR89A GPR89B HLA-DOA HLA-DRA HLA-DRB1 HLA-G HLX HMGB1 IFNA2 IFNB1 IFNG IFNL1 IHH IKZF3 IL12B IL12RB1 IL15 IL18 IL18R1 IL1A IL1B IL1RL2 IL2 IL21 IL23A IL23R IL27 IL2RA IL2RG IL36B IL4 IL4I1 IL4R IL6 IL6R IL7 IL7R IRF1 IRF4 ITK ITPKB JAG2 JAK1 JAK3 JMJD6 JUNB KAT2A KAT5 KDELR1 KIT KLHL25 KLRC1 KMT2A LAG3 LCK LEF1 LEP LEPR LFNG LGALS9 LIG4 LILRB2 LILRB4 LIPA LMBR1L LOXL3 LY9 MAFB MALT1 MDK MEN1 METTL3 MIR21 MIR30B MR1 MTOR MYB NCAPH2 NCKAP1L NFKBID NFKBIZ NHEJ1 NKAP NKX2-3 NLRP3 NRARP PATZ1 PBRM1 PCK1 PHF10 PIK3CD PIK3R1 PIK3R2 PIK3R3 PIK3R6 PKNOX1 PLA2G2D PNP PPP3CB PRDM1 PRDX2 PRELID1 PREX1 PRKCZ PRKDC PRR7 PSG9 PSMB11 PTGER4 PTPN2 PTPN22 PTPRC RABL3 RAG1 RAG2 RARA RASGRP1 RC3H1 RC3H2 RELB RHOA RHOH RIPK2 RIPK3 RORA RORC RPL22 RPS6 RSAD2 RUNX1 RUNX2 RUNX3 SART1 SASH3 SEMA4A SH3RF1 SHB SHH SLAMF6 SLC46A2 SLC4A2 SMAD7 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SOCS1 SOCS3 SOCS5 SOD1 SOS1 SOS2 SOX12 SOX13 SOX4 SP3 SPI1 SPINK5 SPN SRF STAT3 STAT4 STAT5B STAT6 STK11 SYK TBX21 TCF7 TCIRG1 TESPA1 TGFB1 TGFBR2 THEMIS TMEM131L TMEM98 TNFRSF9 TNFSF18 TNFSF4 TNFSF8 TNFSF9 TOX TP53 TRAF3IP2 TSC1 USP44 VAV1 VNN1 VSIR WNT1 WNT10B WNT4 XBP1 ZAP70 ZBTB1 ZBTB16 ZBTB7B ZC3H12A ZC3H8 ZEB1 ZFP36L1 ZFP36L2 ZFPM1 ZMIZ1 ZNF683 GOBP_T_CELL_DIFFERENTIATION_INVOLVED_IN_IMMUNE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_T_CELL_DIFFERENTIATION_INVOLVED_IN_IMMUNE_RESPONSE ANXA1 ASCL2 ATP7A BATF BCL3 BCL6 CCL19 CD46 CD80 CD86 CLEC4D CLEC4E ENTPD7 EOMES FCER1G FGL2 FOXP1 FOXP3 GATA3 GPR183 HLA-DRA HLA-DRB1 HLX HMGB1 IFNG IFNL1 IL12B IL12RB1 IL18 IL18R1 IL2 IL21 IL23A IL23R IL27 IL4 IL4R IL6 IL6R IRF4 JAK1 JAK3 JUNB KMT2A LEF1 LGALS9 LOXL3 LY9 MALT1 MEN1 MIR21 MTOR MYB NFKBID NFKBIZ NLRP3 PCK1 PRKCZ PTGER4 RARA RC3H1 RC3H2 RELB RIPK2 RORA RORC SEMA4A SHB SLAMF6 SMAD7 SOCS3 SOCS5 SPN STAT3 STAT4 STAT6 TBX21 TMEM98 TNFSF18 TNFSF4 TSC1 ZBTB7B ZC3H12A ZFPM1 GOBP_T_CELL_DIFFERENTIATION_IN_THYMUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_T_CELL_DIFFERENTIATION_IN_THYMUS ABL1 ADA ADAM17 ADAM8 AIRE ATG5 B2M BCL11B BCL2 BMI1 BMP4 BRAF CAMK4 CARD11 CCR6 CCR7 CD28 CD3D CD3E CD3G CD74 CDK6 CLEC4G CLPTM1 CTNNB1 DNAJA3 DOCK2 EGR3 ERBB2 FADD FOXJ1 FOXN1 FOXP3 FZD5 FZD7 FZD8 GATA3 GBA1 GLI2 GLI3 IHH IL1A IL1B IL2RG IL7R ITPKB JAG2 JMJD6 LIG4 MAFB MR1 NCAPH2 NKAP PRKDC PRR7 PSMB11 PTPN2 PTPRC RABL3 RAG1 RAG2 RASGRP1 RIPK2 RIPK3 RPS6 SHH SOD1 SOS1 SOS2 SPN SRF STAT5B STK11 TESPA1 TMEM131L TNFRSF9 TOX TP53 VNN1 WNT1 WNT4 ZAP70 ZBTB1 ZC3H8 ZEB1 ZFP36L1 ZFP36L2 GOBP_T_CELL_EXTRAVASATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_T_CELL_EXTRAVASATION CCL2 CCR2 CD99 CD99L2 CRK CRKL F11R FADD ICAM1 IL27RA ITGAL RIPK3 XG GOBP_T_CELL_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_T_CELL_HOMEOSTASIS AIM2 AKT1 BAX BCL2 BCL2L11 CASP3 CCNB2 CHST3 CORO1A DNAJA3 FADD FAS FOXN1 FOXP3 GPAM GPR15LG GPR174 IL2 IL20RB IL2RA IL7R JAK3 LGALS2 LGALS9 LMO1 NCKAP1L P2RX7 PMAIP1 PPP2CA PPP2R1A PPP2R3C PPP3CB PRDX2 RAG1 RC3H1 RC3H2 RIPK3 RPS6 SIT1 SLC39A3 SLC46A2 SPNS2 STAT5B TCIRG1 TNFSF14 TSC22D3 ZC3H8 GOBP_T_CELL_LINEAGE_COMMITMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_T_CELL_LINEAGE_COMMITMENT BATF BCL2 BRAF CTSL FOXN1 FOXP3 IL12B IL12RB1 IL23A IL23R IL6 IL6R IL7 IRF4 JAK1 LOXL3 LY9 MTOR PRKDC RAG2 RHOA SHH SLAMF6 SOCS3 SPN STAT3 STAT6 TBX21 TNFSF18 TOX TP53 ZFPM1 GOBP_T_CELL_MEDIATED_CYTOTOXICITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_T_CELL_MEDIATED_CYTOTOXICITY AGER B2M CADM1 CD1A CD1B CD1C CD1D CD1E CEACAM1 CRTAM CTSC CTSH CYRIB EBAG9 EMP2 FADD FCGR2B GZMM HFE HLA-A HLA-B HLA-C HLA-DRA HLA-DRB1 HLA-E HLA-F HLA-G HLA-H HPRT1 IL12A IL12B IL12RB1 IL23A IL23R IL7R KLRC1 KLRD1 LILRB1 MICA MICB MR1 NCKAP1L NECTIN2 P2RX7 PPP3CB PRF1 PTPRC PVR RAB27A RAET1E RAET1G RAET1L RIPK3 SLC22A13 STX7 TAP2 ULBP1 ULBP2 ULBP3 XCL1 GOBP_T_CELL_MEDIATED_IMMUNE_RESPONSE_TO_TUMOR_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_T_CELL_MEDIATED_IMMUNE_RESPONSE_TO_TUMOR_CELL AHR FBXO38 HLA-A HLA-DRB1 HLA-DRB3 HMGB1 HSPD1 IL4I1 MR1 SLC22A13 GOBP_T_CELL_MEDIATED_IMMUNITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_T_CELL_MEDIATED_IMMUNITY AGER AHR AIRE ARG1 ARID5A B2M BTN3A2 BTN3A3 C4BPA CADM1 CCR2 CD1A CD1B CD1C CD1D CD1E CD46 CD55 CD70 CD80 CD81 CD8A CEACAM1 CLC CLEC4G CR1 CR1L CR2 CRTAM CTSC CTSH CYRIB DENND1B DUSP22 EBAG9 EMP2 FADD FBXO38 FCGR2B FOXP3 FUT7 FZD5 GATA3 GNL1 GZMM HFE HLA-A HLA-B HLA-C HLA-DRA HLA-DRB1 HLA-DRB3 HLA-E HLA-F HLA-G HLA-H HMGB1 HPRT1 HSPD1 ICAM1 IFNA2 IFNB1 IL12A IL12B IL12RB1 IL18 IL18R1 IL1B IL1R1 IL20RB IL23A IL23R IL4 IL4I1 IL6 IL7R JAG1 KDM5D KLRC1 KLRD1 LILRB1 LILRB4 MALT1 MAP3K7 MICA MICB MR1 MYO1G NCKAP1L NECTIN2 NFKBIZ NLRP3 NOD2 P2RX7 PPP3CB PRF1 PRKCZ PTPRC PVR RAB27A RAET1E RAET1G RAET1L RFTN1 RIPK3 RSAD2 SASH3 SCART1 SLAMF1 SLC22A13 SMAD7 SPN STX7 TAP2 TBX21 TNFRSF1B TNFSF4 TRAF2 TRAF6 TREX1 TRPM4 ULBP1 ULBP2 ULBP3 UNC93B1 WAS XCL1 ZBTB1 ZP3 GOBP_T_CELL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_T_CELL_MIGRATION ABL1 ABL2 ADAM10 ADAM17 ADAM8 AIF1 AIRE APOD APP ASCL2 CCL2 CCL20 CCL21 CCL26 CCL3 CCL5 CCR2 CCR6 CD200 CD200R1 CD99 CD99L2 CORO1A CRK CRKL CXCL10 CXCL11 CXCL12 CXCL13 CXCL16 DEFA1 DEFA1B DOCK8 ECM1 F11R FADD FUT7 GPR15 GPR15LG GPR183 ICAM1 IL27RA ITGA4 ITGAL ITGB3 ITGB7 LRCH1 MSN MYO1G OXSR1 PIK3CD PIK3CG PLEC PYCARD RHOA RIPK3 RIPOR2 S100A7 S1PR1 SELENOK SLC12A2 SPN SPNS2 STK39 TMEM102 TNFRSF14 TNFSF14 WNK1 WNT5A XCL1 XCL2 XG ZAP70 GOBP_T_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_T_CELL_PROLIFERATION ABL1 AGER AIF1 ANXA1 ARG1 ARG2 ARMC5 BAX BCL6 BID BMI1 BMP4 BTN2A2 BTN3A1 CADM1 CARD11 CASP3 CBLB CCDC88B CCL19 CCL5 CCND3 CCR2 CD151 CD1D CD209 CD24 CD274 CD276 CD28 CD3E CD40LG CD46 CD55 CD6 CD70 CD80 CD81 CD86 CEBPB CLC CLEC4G CLECL1P CORO1A CR1 CRTAM CTLA4 CTNNB1 CTPS1 DHPS DLG1 DLG5 DNAJA3 DOCK2 DOCK8 EBI3 EFNB1 ELF4 EPO ERBB2 FADD FKBP1B FOXJ1 FOXP3 FYN GLMN GPAM GPNMB HAVCR2 HES1 HHLA2 HLA-A HLA-DMB HLA-DPA1 HLA-DPB1 HLA-DRB1 HLA-E HLA-G HMGB1 ICOSLG IDO1 IGF1 IGF2 IGFBP2 IHH IL10 IL12B IL12RB1 IL15 IL18 IL1A IL1B IL2 IL20RB IL21 IL23A IL23R IL27 IL2RA IL4 IL4I1 IL6 IL6ST IRF1 ITCH JAK2 KITLG LEP LGALS3 LGALS9 LGALS9B LGALS9C LILRB1 LILRB2 LILRB4 LIPA LMBR1L LMO1 LRRC32 MAD1L1 MALT1 MAPK8IP1 MARCHF7 MIR181C MIR21 MIR30B MSN NCK1 NCK2 NCKAP1L NCSTN NDFIP1 P2RX7 PAWR PDCD1LG2 PDE5A PELI1 PIK3CG PLA2G2A PLA2G2D PLA2G2E PLA2G2F PLA2G5 PNP PPP3CA PPP3CB PRDX2 PRKAR1A PRKCQ PRNP PSMB10 PTPN22 PTPN6 PTPRC PYCARD RAC2 RASAL3 RASGRP1 RC3H1 RC3H2 RIPK2 RIPK3 RPS3 RPS6 SASH3 SCGB1A1 SCRIB SDC4 SELENOK SFTPD SH2D2A SH3RF1 SHH SLAMF1 SLC11A1 SLC4A2 SLC7A1 SOS1 SOS2 SPN SPTA1 STAT5B SYK TFRC TGFBR2 TMEM131L TMIGD2 TNFRSF13C TNFRSF14 TNFRSF1B TNFRSF21 TNFRSF4 TNFRSF9 TNFSF13B TNFSF14 TNFSF18 TNFSF4 TNFSF8 TNFSF9 TP53 TRAF6 TSPAN32 TWSG1 TYK2 VCAM1 VSIG4 VSIR VTCN1 WNT4 XCL1 ZAP70 ZBTB7B ZP3 ZP4 GOBP_T_CELL_PROLIFERATION_INVOLVED_IN_IMMUNE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_T_CELL_PROLIFERATION_INVOLVED_IN_IMMUNE_RESPONSE LILRB1 RPS6 SLC11A1 TNFSF18 TP53 GOBP_T_CELL_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_T_CELL_RECEPTOR_SIGNALING_PATHWAY ABL1 ADA BCAR1 BCL10 BRAF BTK BTN1A1 BTN2A1 BTN2A2 BTN2A3P BTN3A1 BTN3A2 BTN3A3 BTNL10P BTNL2 BTNL3 BTNL8 BTNL9 CACNB3 CACNB4 CARD11 CBLB CCR7 CD160 CD226 CD247 CD276 CD28 CD300A CD3D CD3E CD3G CD81 CD8A CD8B CEACAM1 CRKL CSK CTLA4 DENND1B DGKZ DUSP22 DUSP3 EIF2B1 EIF2B2 EIF2B3 EIF2B4 EIF2B5 ELF1 ERMAP EZR FCHO1 FOSL2 FOXP3 FYB1 FYB2 FYN GATA3 GBP1 HHLA2 HLA-A HLA-DPB1 HLA-DQB1 HLA-DRB1 HLA-DRB3 HRAS ICOSLG IKBKB IKBKG INPP5D ITK KCNN4 KHDRBS1 LAPTM5 LAT LCK LCP2 LGALS3 LILRB4 LIME1 LIPA MALT1 MAP3K7 MAPK1 MOG NECTIN2 NFKBID NFKBIZ PAWR PDE4B PDE4D PHPT1 PIK3CA PIK3CD PLCG1 PLCG2 PRAM1 PRKD2 PRNP PSEN1 PTPN2 PTPN22 PTPN6 PTPRC PTPRJ PVRIG RAB29 RBCK1 RC3H1 RC3H2 RELA RFTN1 RIPK2 RNF31 RPS3 SH2D1A SHB SKAP1 SLA2 SLC39A6 SPPL3 STK11 STOML2 TEC TESPA1 THEMIS THEMIS2 THY1 TNFRSF21 TRAC TRAF6 TRAT1 TRBC1 TRBC2 TRDC TRGC1 TRGC2 TXK UBASH3A UBE2N VTCN1 WNK1 ZAP70 ZC3H12A GOBP_T_CELL_SELECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_T_CELL_SELECTION AIRE ATG5 BATF BCL11B BCL2 BRAF CARD11 CCR7 CD1D CD28 CD3D CD3E CD3G CD4 CD74 CTSL DOCK2 FOXN1 FOXP3 GATA3 GLI3 IL12B IL12RB1 IL15 IL23A IL23R IL6 IL6R IRF4 ITPKB JAG2 JAK1 LOXL3 LY9 MTOR PTPN2 PTPRC RHOA SHH SLAMF6 SOCS3 SPN SRF STAT3 STAT6 STK11 SYK TBX21 THEMIS TNFSF18 TOX ZAP70 ZFPM1 GOBP_T_CELL_TOLERANCE_INDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_T_CELL_TOLERANCE_INDUCTION AIRE CBLB CD3E CLC FOXP3 HLA-B HLA-G ICOS IDO1 IL2RA ITCH LILRB2 LILRB4 PHLPP1 TGFBR2 GOBP_T_FOLLICULAR_HELPER_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_T_FOLLICULAR_HELPER_CELL_DIFFERENTIATION ASCL2 FOXP1 GPR183 IL21 IL6 RC3H1 RC3H2 GOBP_T_HELPER_17_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_T_HELPER_17_CELL_DIFFERENTIATION ASCL2 BATF ENTPD7 FOXP3 IL12B IL12RB1 IL2 IL23A IL23R IL4 IL6 IL6R IRF4 JAK1 JUNB LOXL3 LY9 MALT1 MIR21 NFKBID NFKBIZ RC3H1 RC3H2 RORA RORC SLAMF6 SMAD7 SOCS3 STAT3 TBX21 TNFSF18 ZBTB7B ZC3H12A GOBP_T_HELPER_17_CELL_LINEAGE_COMMITMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_T_HELPER_17_CELL_LINEAGE_COMMITMENT BATF IL12B IL12RB1 IL23A IL23R IL6 IL6R IRF4 JAK1 LOXL3 LY9 SLAMF6 SOCS3 STAT3 TBX21 TNFSF18 GOBP_T_HELPER_17_TYPE_IMMUNE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_T_HELPER_17_TYPE_IMMUNE_RESPONSE ARID5A ASCL2 BATF CARD9 CLEC6A CLEC7A ENTPD7 EPHB2 FOXP3 IL12B IL12RB1 IL17RA IL2 IL23A IL23R IL27RA IL4 IL6 IL6R IRF4 JAK1 JAK2 JUNB LOXL3 LY9 MALT1 MIR21 NFKBID NFKBIZ NLRP10 NOTCH1 PHB1 PRKCQ RC3H1 RC3H2 RORA RORC SLAMF6 SMAD7 SOCS3 STAT3 TBX21 TNFSF18 TRAF3IP2 TYK2 ZBTB7B ZC3H12A GOBP_T_HELPER_1_CELL_CYTOKINE_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_T_HELPER_1_CELL_CYTOKINE_PRODUCTION ARID5A IL18 IL18R1 IL1B IL1R1 SLAMF1 TBX21 XCL1 GOBP_T_HELPER_1_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_T_HELPER_1_CELL_DIFFERENTIATION ANXA1 ASCL2 CCL19 CD80 HLX HMGB1 IL18R1 IL27 IL4R JAK3 LEF1 MTOR NFKBIZ RELB RIPK2 SEMA4A SOCS5 SPN STAT4 STAT6 TBX21 TMEM98 TNFSF4 GOBP_T_HELPER_1_TYPE_IMMUNE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_T_HELPER_1_TYPE_IMMUNE_RESPONSE ANXA1 ARID5A ASCL2 BCL3 CCL19 CCR2 CD80 EBI3 HAVCR2 HLA-DRB1 HLX HMGB1 HRAS IL12B IL12RB1 IL18 IL18BP IL18R1 IL1B IL1R1 IL1RL1 IL23A IL23R IL27 IL27RA IL33 IL4R JAK3 LEF1 MTOR NFKBIZ NLRP10 PLA2G4A RELB RIPK2 SEMA4A SLAMF1 SLC11A1 SOCS5 SPN STAT4 STAT6 TBX21 TLR4 TMEM98 TNFSF4 TRAF6 XCL1 GOBP_T_HELPER_2_CELL_CYTOKINE_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_T_HELPER_2_CELL_CYTOKINE_PRODUCTION ARG1 CD81 DENND1B GATA3 IFNA2 IFNB1 IL4 IL6 NLRP3 PRKCZ RSAD2 TBX21 XCL1 GOBP_T_HELPER_2_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_T_HELPER_2_CELL_DIFFERENTIATION ANXA1 ASCL2 BATF BCL3 BCL6 CD86 GATA3 HLX IL18 IL4 IL4R KMT2A MEN1 MYB NLRP3 PRKCZ RARA SOCS5 TNFSF4 GOBP_T_HELPER_CELL_LINEAGE_COMMITMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_T_HELPER_CELL_LINEAGE_COMMITMENT BATF IL12B IL12RB1 IL23A IL23R IL6 IL6R IRF4 JAK1 LOXL3 LY9 MTOR SLAMF6 SOCS3 SPN STAT3 STAT6 TBX21 TNFSF18 ZFPM1 GOBP_T_TUBULE_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_T_TUBULE_ORGANIZATION ANK2 ATP2A2 BIN1 CAV3 CSRP3 SYPL2 GOBP_U2_TYPE_PRESPLICEOSOME_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_U2_TYPE_PRESPLICEOSOME_ASSEMBLY BUD13 DDX46 HTATSF1 PHF5A RBMX2 SF3A1 SF3A2 SF3A3 SF3B1 SF3B2 SF3B3 SF3B4 SF3B5 SF3B6 SNIP1 SNRPA1 SNRPB SNRPB2 SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG GOBP_U4_SNRNA_3_END_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_U4_SNRNA_3_END_PROCESSING EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 GOBP_UBIQUINONE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_UBIQUINONE_METABOLIC_PROCESS AIFM2 COQ10A COQ10B COQ2 COQ3 COQ4 COQ5 COQ6 COQ7 COQ8A COQ8B COQ9 FDXR NDUFA9 NQO1 PDSS1 PDSS2 PPTC7 UBIAD1 GOBP_UBIQUITIN_DEPENDENT_ENDOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_UBIQUITIN_DEPENDENT_ENDOCYTOSIS CBL IL10RA LRSAM1 NDP NEURL1B NEURL3 TSG101 VPS28 GOBP_UBIQUITIN_DEPENDENT_ERAD_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_UBIQUITIN_DEPENDENT_ERAD_PATHWAY AMFR ANKZF1 AUP1 BAG6 BCAP31 CALR CALR3 CANX CAV1 CCDC47 CLGN DERL1 DERL2 DERL3 DNAJB2 DNAJB9 DNAJC10 ECPAS EDEM1 EDEM2 EDEM3 ERLEC1 ERLIN1 ERLIN2 FAF1 FAF2 FAM8A1 FBXO17 FBXO2 FBXO27 FBXO44 FBXO6 FOXRED2 HERPUD1 HSP90B1 HSPA5 JKAMP MAN1A1 MAN1A2 MAN1B1 MAN1C1 MARCHF6 NCCRP1 NFE2L2 NPLOC4 OS9 PSMC6 RHBDD2 RNF103 RNF121 RNF175 RNF185 RNF5 SEC61B SEL1L SELENOS SGTA STT3B STUB1 SVIP SYVN1 TMEM129 TMEM67 TMUB1 TMUB2 TRIM13 TRIM25 UBE2G2 UBE2J1 UBE2J2 UBE4A UBE4B UBQLN1 UBQLN2 UBXN10 UBXN4 UBXN8 UFD1 UMOD USP14 USP19 VCP WFS1 YOD1 GOBP_UBIQUITIN_DEPENDENT_GLYCOPROTEIN_ERAD_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_UBIQUITIN_DEPENDENT_GLYCOPROTEIN_ERAD_PATHWAY EDEM1 EDEM2 EDEM3 MAN1A1 MAN1A2 MAN1B1 MAN1C1 GOBP_UBIQUITIN_DEPENDENT_PROTEIN_CATABOLIC_PROCESS_VIA_THE_C_END_DEGRON_RULE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_UBIQUITIN_DEPENDENT_PROTEIN_CATABOLIC_PROCESS_VIA_THE_C_END_DEGRON_RULE_PATHWAY CUL2 CUL4A DCAF12 FEM1A FEM1B FEM1C KLHDC1 KLHDC10 KLHDC2 KLHDC3 RBX1 TRPC4AP GOBP_UBIQUITIN_DEPENDENT_PROTEIN_CATABOLIC_PROCESS_VIA_THE_MULTIVESICULAR_BODY_SORTING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_UBIQUITIN_DEPENDENT_PROTEIN_CATABOLIC_PROCESS_VIA_THE_MULTIVESICULAR_BODY_SORTING_PATHWAY CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 HDAC6 HGS MVB12A MVB12B NEDD4 PLAA PTPN23 RNF115 RNF126 SNF8 STAM STAM2 TOM1L1 TSG101 UBAP1 UBAP1L VPS25 VPS28 VPS36 VPS37A VPS37B VPS37C VPS37D VPS4A VPS4B GOBP_UBIQUITIN_INDEPENDENT_PROTEIN_CATABOLIC_PROCESS_VIA_THE_MULTIVESICULAR_BODY_SORTING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_UBIQUITIN_INDEPENDENT_PROTEIN_CATABOLIC_PROCESS_VIA_THE_MULTIVESICULAR_BODY_SORTING_PATHWAY CHMP4B CHMP4C PDCD6IP VPS4A VPS4B GOBP_UBIQUITIN_RECYCLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_UBIQUITIN_RECYCLING AMBRA1 FBXW7 IDE PINK1 PLAA PRKN RNF135 TRIM32 TRIM6 UBE2C UBE2K UBE2S VPS54 GOBP_UDP_GLUCOSE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_UDP_GLUCOSE_METABOLIC_PROCESS ENTPD5 GALT GSK3A UGGT1 UGGT2 UGP2 GOBP_UDP_N_ACETYLGLUCOSAMINE_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_UDP_N_ACETYLGLUCOSAMINE_BIOSYNTHETIC_PROCESS AMDHD2 GFPT1 GFPT2 GNPDA1 GNPDA2 GNPNAT1 PGM3 UAP1 UAP1L1 GOBP_UDP_N_ACETYLGLUCOSAMINE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_UDP_N_ACETYLGLUCOSAMINE_METABOLIC_PROCESS AMDHD2 B4GALNT2 DPAGT1 GFPT1 GFPT2 GNE GNPDA1 GNPDA2 GNPNAT1 MGAT1 PGM3 SLC35A3 UAP1 UAP1L1 GOBP_UMP_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_UMP_CATABOLIC_PROCESS DPYD DPYS NT5C UPB1 UPP1 GOBP_UNSATURATED_FATTY_ACID_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_UNSATURATED_FATTY_ACID_BIOSYNTHETIC_PROCESS ABCD1 ABCD2 AKR1C3 ALOX12 ALOX15 ALOX15B ANXA1 AVP AVPR1A CBR1 CD74 DAGLB DECR2 DEGS1 EDN1 EDN2 ELOVL1 ELOVL2 ELOVL3 ELOVL4 ELOVL5 ELOVL6 ELOVL7 FABP5 FADS1 FADS2 FADS2B FADS3 HPGDS IL1B MIF MIR132 MIR204 MIR766 PIBF1 PLA2G10 PLA2G3 PLA2G4A PLA2G4F PNPLA8 PRXL2B PTGDS PTGES PTGES2 PTGES3 PTGIS PTGS1 PTGS2 SCD SCD5 SIRT1 TBXAS1 GOBP_UNSATURATED_FATTY_ACID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_UNSATURATED_FATTY_ACID_METABOLIC_PROCESS ABCD1 ABCD2 ABHD12 ABHD6 ACAA1 ACOT8 ACOX1 AKR1B1 AKR1C1 AKR1C2 AKR1C3 AKR1C4 ALOX12 ALOX12B ALOX15 ALOX15B ALOX5 ALOXE3 ANXA1 ATP6V1B1 AVP AVPR1A AWAT1 CBR1 CD74 CES2 CYP1A1 CYP1A2 CYP1B1 CYP2A13 CYP2A6 CYP2A7 CYP2B6 CYP2C18 CYP2C19 CYP2C8 CYP2C9 CYP2D6 CYP2D7 CYP2E1 CYP2F1 CYP2J2 CYP2S1 CYP2U1 CYP4A11 CYP4A22 CYP4F11 CYP4F12 CYP4F2 CYP4F3 CYP4F8 CYP4Z1 DAGLA DAGLB DECR2 DEGS1 EDN1 EDN2 ELOVL1 ELOVL2 ELOVL3 ELOVL4 ELOVL5 ELOVL6 ELOVL7 EPHX1 FAAH FAAH2 FABP5 FADS1 FADS2 FADS2B FADS3 GPX1 GPX4 GSTA1 GSTM1 GSTM2 GSTP1 HPGD HPGDS IL1B MGLL MGST3 MIF MIR132 MIR204 MIR766 PIBF1 PLA2G10 PLA2G2F PLA2G3 PLA2G4A PLA2G4B PLA2G4C PLA2G4F PLAA PNPLA8 PRXL2B PTGDS PTGES PTGES2 PTGES3 PTGIS PTGR1 PTGR2 PTGR3 PTGS1 PTGS2 SCD SCD5 SCP2 SIRT1 TBXAS1 TNFRSF1A GOBP_URATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_URATE_METABOLIC_PROCESS ABCG2 CARMIL1 G6PC1 GCKR PNP PRPS1 SLC16A9 SLC17A1 SLC17A3 SLC22A11 SLC22A12 SLC2A9 URAD GOBP_URATE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_URATE_TRANSPORT ABCC4 ABCG2 SLC17A1 SLC17A2 SLC17A3 SLC17A4 SLC22A12 SLC22A13 SLC23A1 SLC2A9 UMOD GOBP_UREA_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_UREA_CYCLE AGMAT ARG1 ARG2 ASL ASS1 CEBPA CPS1 NAGS OTC SLC25A15 SLC25A2 GOBP_UREA_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_UREA_METABOLIC_PROCESS AGMAT ARG1 ARG2 ASL ASS1 CEBPA CPS1 CYP2C9 NAGS NR1H4 OTC SLC25A15 SLC25A2 GOBP_UREA_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_UREA_TRANSMEMBRANE_TRANSPORT AQP10 AQP3 AQP7 AQP7B AQP7P3 AQP8 AQP9 POU3F3 SLC14A1 SLC14A2 UMOD GOBP_UREA_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_UREA_TRANSPORT AQP10 AQP11 AQP3 AQP7 AQP7B AQP7P3 AQP8 AQP9 POU3F3 SLC14A1 SLC14A2 UMOD UPK3A GOBP_URETERIC_BUD_ELONGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_URETERIC_BUD_ELONGATION FGF1 FMN1 HNF1B KIF26B LZTS2 SALL1 SIX1 SIX4 GOBP_URETERIC_BUD_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_URETERIC_BUD_FORMATION GATA3 GDNF GREM1 HS2ST1 NOG SIX1 SIX4 GOBP_URETER_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_URETER_DEVELOPMENT ALDH1A2 BMP4 EMX2 FOXF1 GATA3 LHX1 LZTS2 NFIA NPHP3 OSR1 PAX2 RET SHH SIX1 SOX17 SOX8 SOX9 TBX18 GOBP_URETER_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_URETER_MORPHOGENESIS BMP4 EMX2 GATA3 LHX1 LZTS2 SOX8 SOX9 GOBP_URINARY_BLADDER_SMOOTH_MUSCLE_CONTRACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_URINARY_BLADDER_SMOOTH_MUSCLE_CONTRACTION ATP2B4 HTR2A KCNMA1 P2RX2 P2RX3 TACR1 TRPV1 GOBP_URINARY_TRACT_SMOOTH_MUSCLE_CONTRACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_URINARY_TRACT_SMOOTH_MUSCLE_CONTRACTION ATP2B4 HTR2A KCNMA1 P2RX2 P2RX3 TACR1 TBX2 TBX3 TRPV1 GOBP_UROGENITAL_SYSTEM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_UROGENITAL_SYSTEM_DEVELOPMENT ACD AHI1 ALOX15B AMH ANXA1 AR BMP4 BMP7 CDKN1B CRIP1 CRKL CTNNB1 CYP19A1 CYP7B1 EAF2 EPHB2 EPHB3 ESR1 FEM1B FGF10 FGFR2 FKBP4 FOXA1 FOXB1 FRS2 GATA2 GLI1 HELLS HOXA10 HOXA11 HOXA13 HOXA9 HOXB13 HOXD13 ID4 LHX1 MMP2 NKX3-1 NOG NOTCH1 OSR1 OSR2 PAX2 PAX8 PBX1 PLAG1 PRLR PSAP PSAPL1 PTCH1 RARA RARG SERPINB5 SERPINF1 SFRP1 SHH SMARCC1 SOX9 SRD5A1 STK11 SULF1 TNC TP63 UBE3A WDR77 WNT11 WNT5A GOBP_URONIC_ACID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_URONIC_ACID_METABOLIC_PROCESS ABHD10 AKR1A1 CRYL1 DCXR PRKCE SORD UGT1A1 UGT1A10 UGT1A3 UGT1A4 UGT1A5 UGT1A6 UGT1A7 UGT1A8 UGT1A9 UGT2A1 UGT2A2 UGT2A3 UGT2B10 UGT2B11 UGT2B15 UGT2B17 UGT2B28 UGT2B4 UGT2B7 XYLB GOBP_UTERINE_SMOOTH_MUSCLE_CONTRACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_UTERINE_SMOOTH_MUSCLE_CONTRACTION ABAT ADRA2A ADRA2B GPER1 OXTR SETD3 TACR1 TACR2 TACR3 GOBP_UTERUS_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_UTERUS_DEVELOPMENT ASH1L CDKN1C CYP19A1 ESR1 FOXL2 GATA3 GREB1L HOXA10 HOXA11 HOXA9 KDM5B LHCGR LHX1 MYOCD NIPBL RBP4 SMAD4 SRC STRA6 TGFB2 WNT5A WNT7A WNT9B GOBP_UTERUS_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_UTERUS_MORPHOGENESIS ASH1L KDM5B NIPBL STRA6 WNT7A WNT9B GOBP_UTP_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_UTP_BIOSYNTHETIC_PROCESS CAD NME1 NME2 NME2P1 NME3 NME4 NME5 NME6 NME7 NME9 GOBP_UTP_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_UTP_METABOLIC_PROCESS AK3 CAD ENTPD7 NME1 NME2 NME2P1 NME3 NME4 NME5 NME6 NME7 NME9 GOBP_UV_DAMAGE_EXCISION_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_UV_DAMAGE_EXCISION_REPAIR ACTR5 CUL4B DDB1 DDB2 ERCC1 H2AC25 INO80 MC1R POLA1 POLD3 SIRT1 TREX1 XPA XPC GOBP_UV_PROTECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_UV_PROTECTION CAT ERCC1 ERCC2 ERCC3 ERCC4 FEN1 GPX1 MC1R MFAP4 SCARA3 SDF4 XPA GOBP_VACUOLAR_ACIDIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VACUOLAR_ACIDIFICATION ATP6AP1 ATP6AP2 ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1D ATP6V1F ATP6V1H CCDC115 CLIC4 CLN3 CLN5 CLN6 CREG1 DMXL1 DMXL2 GRN PPT1 RNASEK SLC11A1 SNAPIN TCIRG1 TMEM106B TMEM199 TMEM9 GOBP_VACUOLAR_LOCALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VACUOLAR_LOCALIZATION ADGRE2 ADORA2B ARL8B BLOC1S1 BLOC1S2 BORCS5 BORCS6 BORCS7 BORCS8 BTK C12orf4 CBL CD300A CD84 CHGA CLNK CPLX2 DEF8 FAM98A FCER1A FER FES FGR FLCN FOXF1 GAB2 GATA1 GATA2 GPR15LG GRP HDAC6 HPS6 IL13 IL13RA2 IL4 IL4R KIF5B KIT KLC2 KXD1 LAMTOR1 LAT LAT2 LGALS9 LYN MAP6 MILR1 MRGPRX2 MYH9 NDEL1 NR4A3 PDPK1 PIK3CD PIK3CG PIP4P1 PLA2G3 PLEKHM1 PLEKHM2 PTGDR PTGDS RAB34 RAB3A RAB44 RABGEF1 RAC2 RASGRP1 RNF167 S100A13 SCN11A SLC18A2 SNAP23 SNAPIN SNX4 SNX6 SPAG9 SPHK2 STXBP1 STXBP2 SYK SYTL4 TFEB TMEM106B UNC13D VAMP2 VAMP3 VAMP7 VAMP8 VPS33A VPS33B GOBP_VACUOLAR_PROTON_TRANSPORTING_V_TYPE_ATPASE_COMPLEX_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VACUOLAR_PROTON_TRANSPORTING_V_TYPE_ATPASE_COMPLEX_ASSEMBLY ALDOB ATP6V1B1 CCDC115 TM9SF4 TMEM199 VMA21 GOBP_VACUOLAR_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VACUOLAR_TRANSPORT ADRB2 AKTIP ALS2 ANKFY1 AP1G1 AP1G2 AP3B1 AP3D1 AP3M1 AP3S1 AP3S2 AP4M1 ARL8B ARSB ASB15 ATG14 ATP13A2 ATP6V0D1 ATP6V0D2 BECN1 BECN2 BIN1 C9orf72 CACNG2 CACNG3 CACNG4 CACNG5 CACNG7 CACNG8 CCDC91 CDX2 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CLEC16A CLN3 CLU DENND3 DTX3L EHD3 EPG5 FHIP1B GAK GCC2 GGA3 GNPTAB GNPTG GPRASP1 GRN HGS HGSNAT HMGXB4 HOOK1 HOOK2 HOOK3 HSPA1A HSPA8 IGF2R IRGM KIF13A LAMP1 LAMP2 LAPTM5 LEPROT LEPROTL1 LHCGR LIPA LRP1 LRRK2 LYSET LYST M6PR MGRN1 MON1A MON1B MTM1 MVB12A NAGPA NCOA4 NDFIP1 NDFIP2 NDP NEDD4 NPC1 PCDHGA3 PCSK9 PIK3C3 PIK3R4 PINK1 PLEKHF1 PLEKHF2 PLEKHM1 PRKN PSAP PTPN23 PXK RAB12 RAB7A RAB7B RBSN RHOB RILP SCARB2 SCYL2 SLC17A9 SLC30A2 SMURF1 SNAPIN SNF8 SNX16 SNX27 SORL1 SORT1 SPTBN5 SQSTM1 STAM STAM2 TGFBRAP1 TMEM106B TMEM50A TMEM50B TPCN2 TRAK1 TSG101 UBAP1 UBXN6 UEVLD USE1 VAMP7 VCP VIPAS39 VPS11 VPS13A VPS13C VPS13D VPS16 VPS18 VPS25 VPS28 VPS33A VPS33B VPS35 VPS36 VPS37A VPS37B VPS37C VPS37D VPS39 VPS41 VPS4A VPS4B VPS51 VPS52 VPS53 VPS54 VPS8 VTA1 VTI1A VTI1B WASH3P ZFYVE16 GOBP_VACUOLE_FUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VACUOLE_FUSION CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP5 CHMP6 CHMP7 VPS16 GOBP_VACUOLE_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VACUOLE_ORGANIZATION ABCA1 ACP2 ACP3 ACP4 AKTIP AMBRA1 ANXA2 AP3B1 AP4M1 ARFIP2 ARL8B ARSB ATF2 ATG10 ATG101 ATG12 ATG13 ATG14 ATG16L1 ATG16L2 ATG2A ATG2B ATG3 ATG4A ATG4B ATG4C ATG4D ATG5 ATG7 ATG9A ATG9B ATP10B ATP13A2 ATP2A2 ATP6AP1 ATP6AP2 ATP6V0A1 ATP6V0B ATP6V0C ATP6V1A ATP6V1D ATP6V1F ATP6V1H B4GALNT1 BAG3 BECN1 BECN2 C9orf72 CCDC115 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP5 CHMP6 CHMP7 CLN3 CLN5 CLN6 CLN8 CLVS1 CLVS2 CORO1A CREG1 CTSD DNAJC16 EFNB1 EHMT2 ELAPOR1 EMC6 EPHB2 EXT1 FEZ1 FEZ2 FHIP1B FIG4 FLCN FNIP1 GAA GABARAP GABARAPL1 GABARAPL2 GABARAPL3 GBA1 GNPTAB GRN HEXA HEXB HOOK1 HOOK2 HOOK3 HPS1 HPS4 HSD17B1 IFT20 IFT88 IRGM LAMTOR1 LAPTM4B LAPTM5 LIPA LRBA LRRK2 LRSAM1 LYSET MAN2A1 MAP1LC3A MAP1LC3B MAP1LC3B2 MAP1LC3C MBTPS1 MCOLN1 MFN2 MFSD8 MOAP1 MTM1 MTMR3 MTOR MYO7A NAGLU NAGPA NDP NPR2 NSFL1C NUPR1 OCA2 P2RX7 PACS2 PHF23 PI4KB PIK3C2B PIK3C3 PIKFYVE PINK1 PIP4K2A PIP4K2B PIP4K2C PLA2G5 PPP3CB PPT1 PSEN1 RAB14 RAB19 RAB1A RAB1B RAB1C RAB20 RAB23 RAB33B RAB34 RAB39A RAB3GAP1 RAB3GAP2 RAB43 RAB5A RAB7A RAB7B RALB RB1CC1 RNASEK RNF186 RNF5 RUFY4 SCARB2 SCFD1 SEC22B SH3GLB1 SLC45A2 SMCR8 SMURF1 SNAPIN SNX18 SNX30 SNX4 SNX7 SPG11 SPNS1 SRPX STBD1 STING1 STX12 STX17 SYT7 TASL TBC1D12 TBC1D14 TCIRG1 TFE3 TFEB TMEM106B TMEM165 TMEM175 TMEM199 TMEM39A TMEM41B TMEM9 TOM1 TP53INP1 TP53INP2 TPCN2 TPP1 TRAF6 TREX1 UBQLN1 UBQLN2 UBXN2A UBXN2B ULK1 ULK2 ULK3 VIPAS39 VMP1 VPS11 VPS16 VPS18 VPS33A VPS33B VPS35 VPS4A VPS4B VPS54 WASHC5 WDR45 WDR45B WIPI1 WIPI2 ZFYVE26 ZKSCAN3 GOBP_VAGINA_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VAGINA_DEVELOPMENT AXL BAK1 BAX ESR1 LHX1 LRP2 MERTK RBP4 TYRO3 WNT5A GOBP_VALINE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VALINE_METABOLIC_PROCESS ACAD8 ALDH6A1 BCAT1 BCAT2 HIBADH HIBCH ILVBL GOBP_VASCULAR_ASSOCIATED_SMOOTH_MUSCLE_CELL_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VASCULAR_ASSOCIATED_SMOOTH_MUSCLE_CELL_APOPTOTIC_PROCESS ADCY10 ATF4 DNMT1 E2F3 IGF1 MFN2 MIR1-1 MIR138-1 MIR140 MIR17 MIR21 MIR210 MIR24-1 PDCD4 PPARG RBM10 SLC7A5 SOD2 GOBP_VASCULAR_ASSOCIATED_SMOOTH_MUSCLE_CELL_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VASCULAR_ASSOCIATED_SMOOTH_MUSCLE_CELL_DEVELOPMENT ADM COMP EDNRA EFEMP2 ENG HES1 HEY2 NFATC4 NOTCH1 RAMP2 SGCB VEGFA GOBP_VASCULAR_ASSOCIATED_SMOOTH_MUSCLE_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VASCULAR_ASSOCIATED_SMOOTH_MUSCLE_CELL_DIFFERENTIATION ADM APLNR COMP CTH DNMT1 EDNRA EFEMP2 ENG FGF9 GATA6 GPER1 HES1 HEY2 KIT MESP1 MIR1-1 MIR100 MIR125B1 MIR140 MIR145 MIR15B MIR18A MIR21 MIR221 MIR26A1 MIR424 MYOCD NFATC1 NFATC2 NFATC3 NFATC4 NOTCH1 PDCD4 PDGFB QKI RAMP2 SGCB SOD2 SRF VEGFA GOBP_VASCULAR_ASSOCIATED_SMOOTH_MUSCLE_CELL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VASCULAR_ASSOCIATED_SMOOTH_MUSCLE_CELL_MIGRATION ADAMTS1 ADIPOQ ATP7A BMP4 DDIT3 DDR2 DOCK4 DOCK5 DOCK7 FGF9 GNA12 GNA13 GRB10 IGFBP5 MAP3K7 MDM2 MEF2C MIR1298 MIR135B MIR137 MIR140 MIR143 MIR146A MIR15A MIR182 MIR20A MIR21 MIR214 MIR218-1 MIR221 MIR223 MIR26A1 MIR302C MIR34A MIR362 MIR424 MIR448 MIR451A MIR499A MIR503 MIR638 MIR665 MYOCD NF1 NFE2L2 NR4A3 PDGFB PRKG1 SSH1 TAFA5 TERT TPM1 GOBP_VASCULAR_ASSOCIATED_SMOOTH_MUSCLE_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VASCULAR_ASSOCIATED_SMOOTH_MUSCLE_CELL_PROLIFERATION ADAMTS1 ADIPOQ APLN BMP4 BMPR1A CALCRL CDKN1A CDKN1B CNN1 DBH DDIT3 DDR2 DNMT1 EDN1 EFEMP2 ERN1 FGF2 FGF9 FGFR2 FOXJ2 FRS2 GJA1 GNA12 GNA13 GNAI2 GPER1 HPGD HTR1B IGF1 IGFBP5 IL10 JAK2 JUN LDLRAP1 MAP3K5 MAP3K7 MDM2 MEF2C MEF2D MFN2 MIR1-1 MIR1298 MIR130A MIR133A1 MIR135B MIR137 MIR140 MIR146A MIR15A MIR17 MIR182 MIR185 MIR208A MIR20A MIR21 MIR214 MIR221 MIR222 MIR223 MIR26A1 MIR27A MIR27B MIR301A MIR339 MIR34A MIR362 MIR424 MIR448 MIR4632 MIR499A MIR503 MIR638 MIR665 MIR96 MMP2 MMP9 MYOCD NDRG2 NF1 NR4A3 P2RY6 PDCD4 PDGFB POLDIP2 PPARG PRKG1 PTEN RBM10 SOD2 SRC TAFA5 TERT TGFB3 TNF TPM1 GOBP_VASCULAR_ASSOCIATED_SMOOTH_MUSCLE_CONTRACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VASCULAR_ASSOCIATED_SMOOTH_MUSCLE_CONTRACTION ACTA2 ADRA2B ARHGAP42 ATP2B1 BBS2 CD38 CHRM3 COMP DOCK4 DOCK5 EDN1 EDN2 EDN3 EDNRA EDNRB GRIP2 HTR2A MIR21 MKKS P2RX1 PIK3C2A RAP1GDS1 RHOA SCNN1B SLC8A1 ZDHHC21 GOBP_VASCULAR_ENDOTHELIAL_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VASCULAR_ENDOTHELIAL_CELL_PROLIFERATION ADAM17 AKT3 ALDH1A2 APLN CCL2 COL4A3 DBH FGF2 FGFR1 FLT1 GHRL GHSR HMGB1 IGF2 ITGA4 MDK MEF2C MIR126 MIR129-1 MIR130A MIR132 MIR133B MIR135B MIR150 MIR152 MIR15B MIR193A MIR200C MIR20B MIR21 MIR24-1 MIR27A MIR29A MIR29C MIR30B MIR30E MIR329-1 MIR34A MIR424 MIR487B MIR492 MIR495 MIR499A MIR503 MIR98 NRARP PDPK1 PLCG1 PPARG PROK1 SIRT6 SLC39A9 SP1 STAT3 GOBP_VASCULAR_ENDOTHELIAL_GROWTH_FACTOR_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VASCULAR_ENDOTHELIAL_GROWTH_FACTOR_PRODUCTION ADAMTS3 ADGRG1 ADORA2B ARNT ATF4 BRCA1 C3 C3AR1 C5 C5AR1 CCBE1 CCR2 CXCL17 CYP1B1 EIF2AK3 FLT4 GATA4 HIF1A HPSE IL1A IL1B IL6 IL6R IL6ST ISL1 MIR106A MIR107 MIR125A MIR132 MIR134 MIR140 MIR146A MIR147A MIR15A MIR15B MIR16-1 MIR17 MIR195 MIR199A1 MIR205 MIR20A MIR20B MIR302D MIR34A MIR361 MIR372 MIR373 MIR378A MIR504 MIR520G MIR520H MIR93 NDRG2 NODAL NOX1 PTGS2 RELA RORA SARS1 SULF1 SULF2 TGFB1 TNF GOBP_VASCULAR_ENDOTHELIAL_GROWTH_FACTOR_RECEPTOR_2_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VASCULAR_ENDOTHELIAL_GROWTH_FACTOR_RECEPTOR_2_SIGNALING_PATHWAY CLEC14A DAB2IP KDR PDCD6 SLC31A1 VEGFA GOBP_VASCULAR_ENDOTHELIAL_GROWTH_FACTOR_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VASCULAR_ENDOTHELIAL_GROWTH_FACTOR_RECEPTOR_SIGNALING_PATHWAY ARNT AXL BCAR1 CADM4 CLEC14A DAB2IP DLL1 EMILIN1 EPN2 FGF10 FGF18 FGF9 FLT1 FLT4 FOXC1 FOXC2 FYN FZD4 GRB10 HGS HHEX HIF1A HSPB1 IL1B ITGA5 ITGB3 KDR MAPK14 MAPKAPK2 MAPKAPK3 MIR10A MIR10B MIR1224 MIR200C MIR296 MMRN2 MT3 NEDD4 NIBAN2 NRP1 PAK2 PDCD6 PGF PRKCB PRKD1 PRKD2 PTK2 PTK2B PTPN1 ROBO1 SLC31A1 SRC SULF1 TMEM204 VAV1 VAV2 VEGFA VEGFB VEGFC VEGFD VTN GOBP_VASCULAR_ENDOTHELIAL_GROWTH_FACTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VASCULAR_ENDOTHELIAL_GROWTH_FACTOR_SIGNALING_PATHWAY ADAMTS3 ADGRA2 CADM4 CCBE1 CD63 DAB2IP DCN DLL1 EMILIN1 FBXW7-AS1 FLT1 FLT3 FLT4 FOXC1 GAB1 HRG HSPB1 IL12A IL12B JCAD KDR MIR16-1 MIR199A1 MIR21 MIR26A1 MIR329-1 MIR342 MIR424 MYO1C NRP1 NRP2 NUS1 PDGFRA PDGFRB PGF PIK3CA PIK3CB PIK3CD PRKD1 PRKD2 PTP4A3 ROBO1 SEMA6A SMOC2 SPRY2 TNXB VEGFA VEGFB VEGFC VEGFD XDH GOBP_VASCULAR_PROCESS_IN_CIRCULATORY_SYSTEM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VASCULAR_PROCESS_IN_CIRCULATORY_SYSTEM ABCA2 ABCB1 ABCC1 ABCC2 ABCC3 ABCC4 ABCC5 ABCC8 ABCC9 ABCG2 ABL1 ACE ACE2 ACTA2 ADCY6 ADD3 ADM ADORA1 ADORA2A ADORA2B ADRA1A ADRA1B ADRA1D ADRA2A ADRA2B ADRA2C ADRB1 ADRB2 ADRB3 AGER AGT AGTR1 AGTR2 AKAP12 ANGPT1 APOE ARHGAP35 ARHGAP42 ASIC2 ATG5 ATP1A2 ATP1A4 ATP1B2 ATP2A3 ATP2B1 ATP2B4 ATP8A1 AVP AVPR1A AVPR1B AVPR2 AZU1 BBS2 BCR BDKRB2 BMP6 BMPR2 C2CD4A C2CD4B CALCA CASR CAV1 CBS CD36 CD38 CDH5 CEACAM1 CHRM3 CLDN5 COMP CPS1 CRP CTNNBIP1 CXCR2 CYSLTR1 DBH DDAH1 DOCK4 DOCK5 DRD1 DRD5 ECE1 EDN1 EDN2 EDN3 EDNRA EDNRB ENSG00000274276 EXT1 EXT2 F2R F2RL1 FAAH FABP5 FERMT2 FGA FGB FGFBP3 FGG FOXC1 FOXC2 GCH1 GCLC GCLM GJA5 GPER1 GPR4 GPX1 GRIP2 GUCY1A1 HBB HRH1 HRH2 HTR1A HTR1B HTR1D HTR2A HTR2B HTR7 INS INSR ITGA1 ITGB1BP1 KAT2B KCNA5 KCNJ8 KCNMA1 KCNMB1 KCNMB2 KCNMB4 KEL KLF2 KNG1 LEP LEPR LRP1 LRP2 LRP3 MFSD2A MIR153-1 MIR21 MIR23A MIR92A1 MKKS MMP2 MTNR1B MYLK3 NHERF1 NOS1 NOS3 NPPA NPPB NPPC NPR1 NTS OCLN OXTR P2RX1 P2RY1 P2RY2 PDE2A PDE3A PER2 PIK3C2A PLEC PLOD3 PLVAP PRKG1 PTGS2 PTP4A3 PTPRJ RAMP2 RAP1GDS1 RGS2 RHOA ROCK1 ROCK2 SCNN1B SCPEP1 SERPINF2 SH3GL2 SLC12A2 SLC13A3 SLC15A2 SLC16A1 SLC16A12 SLC16A2 SLC16A7 SLC19A1 SLC1A1 SLC1A2 SLC1A3 SLC1A4 SLC1A5 SLC22A1 SLC22A2 SLC22A3 SLC22A5 SLC22A8 SLC24A3 SLC27A1 SLC27A4 SLC28A2 SLC29A1 SLC29A2 SLC29A4 SLC2A1 SLC2A10 SLC2A13 SLC2A3 SLC2A4 SLC38A1 SLC38A2 SLC38A3 SLC38A5 SLC44A1 SLC4A3 SLC4A4 SLC4A8 SLC5A1 SLC5A3 SLC5A5 SLC5A6 SLC6A1 SLC6A13 SLC6A17 SLC6A20 SLC6A4 SLC6A6 SLC6A9 SLC7A1 SLC7A2 SLC7A3 SLC7A5 SLC7A8 SLC8A1 SLC8A2 SLCO1C1 SLCO2B1 SLCO3A1 SLIT2 SMTNL1 SNTA1 SOD1 SOD2 SOD3 SRC TACR1 TACR2 TBXA2R TBXAS1 TEK TFRC TGFB1 TJP1 TJP2 TJP3 TNF TRPM4 TRPV4 UCN UTS2 UTS2B UTS2R VEGFA VSTM4 YES1 ZDHHC21 ZEB2 GOBP_VASCULAR_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VASCULAR_TRANSPORT ABCA2 ABCB1 ABCC1 ABCC2 ABCC3 ABCC4 ABCC5 ABCC9 ABCG2 AGER APOE ATP1A2 ATP1A4 ATP1B2 ATP2A3 ATP2B4 ATP8A1 AVPR1A AVPR1B CD36 FABP5 INSR KCNJ8 LEPR LRP1 LRP2 LRP3 MFSD2A NHERF1 SLC12A2 SLC13A3 SLC15A2 SLC16A1 SLC16A12 SLC16A2 SLC16A7 SLC19A1 SLC1A1 SLC1A2 SLC1A3 SLC1A4 SLC1A5 SLC22A1 SLC22A2 SLC22A3 SLC22A5 SLC22A8 SLC24A3 SLC27A1 SLC27A4 SLC28A2 SLC29A1 SLC29A2 SLC29A4 SLC2A1 SLC2A10 SLC2A13 SLC2A3 SLC2A4 SLC38A1 SLC38A2 SLC38A3 SLC38A5 SLC44A1 SLC4A3 SLC4A4 SLC4A8 SLC5A1 SLC5A3 SLC5A5 SLC5A6 SLC6A1 SLC6A13 SLC6A17 SLC6A20 SLC6A6 SLC6A9 SLC7A1 SLC7A2 SLC7A3 SLC7A5 SLC7A8 SLC8A2 SLCO1C1 SLCO2B1 SLCO3A1 TFRC GOBP_VASCULAR_WOUND_HEALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VASCULAR_WOUND_HEALING ADIPOR2 ALOX5 CD34 CXCR4 FOXC2 GATA2 HPSE KDR MCAM MIR1298 MIR200B MIR34A MIR451A NDNF NPR2 SERPINE1 SLC12A2 SMOC2 TAFA5 TNF TNFAIP3 VEGFA XBP1 GOBP_VASCULATURE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VASCULATURE_DEVELOPMENT AAMP ABCC8 ABCC9 ABL1 ACE ACKR3 ACTA2 ACTG1 ACVR1 ACVR2B ACVRL1 ADAM10 ADAM12 ADAM15 ADAM8 ADAMTS1 ADAMTS6 ADAMTS9 ADGRA2 ADGRB1 ADGRB2 ADGRB3 ADGRF5 ADGRG1 ADIPOR2 ADM ADM2 ADRA2B ADTRP AGGF1 AGO1 AGO2 AGTR1 AHR AIMP1 AKT1 AKT3 ALDH1A2 ALOX5 AMHR2 AMOT AMOTL1 AMOTL2 ANG ANGPT1 ANGPT2 ANGPT4 ANGPTL3 ANGPTL4 ANGPTL6 ANGPTL7 ANKRD17 ANP32B ANPEP ANTXR1 ANXA1 ANXA2 ANXA3 AP2B1 APELA APLN APLNR APOB APOD APOE APOH APOLD1 AQP1 ARHGAP22 ARHGAP24 ARHGEF15 ARID2 ASB4 ATF2 ATP2B4 ATP5F1B ATP5IF1 ATP7A B4GALT1 B9D1 BAK1 BAX BCAS3 BMP2 BMP4 BMP7 BMPER BMPR1A BMPR2 BRCA1 BSG BTG1 C1GALT1 C3 C3AR1 C5AR1 CALCRL CALD1 CAMP CARD10 CASP8 CAV1 CCBE1 CCDC134 CCL2 CCL24 CCM2 CCN1 CCN2 CCN3 CCN6 CCR2 CCR3 CD160 CD34 CD40 CD47 CDH13 CDH2 CDH5 CDX2 CDX4 CEACAM1 CELA1 CEMIP2 CFC1 CFC1B CFLAR CHD7 CHI3L1 CHRNA7 CIB1 CITED1 CITED2 CLDN5 CLEC14A CLIC4 CMA1 CNMD CNTRL COL15A1 COL18A1 COL1A1 COL1A2 COL27A1 COL3A1 COL4A1 COL4A2 COL4A3 COL5A1 COL8A1 COL8A2 COMP CREB3L1 CRKL CSPG4 CTH CTNNB1 CTSH CUL7 CX3CL1 CX3CR1 CXCL10 CXCL13 CXCL17 CXCL8 CXCR2 CXCR3 CXCR4 CYBB CYP1B1 CYSLTR1 DAB2IP DAG1 DCN DCTN5 DDAH1 DDIT3 DLL1 DLL4 DLX3 DNMT1 DYNC2H1 E2F2 E2F7 E2F8 ECM1 ECSCR EDN1 EDN2 EDNRA EFEMP2 EFNA1 EFNA3 EFNB2 EGF EGFL7 EGLN1 EGR1 EGR2 EGR3 EIF2AK3 ELK3 EMC10 EMILIN1 EMILIN2 EMP2 ENG ENPEP EPAS1 EPGN EPHA1 EPHA2 EPHB1 EPHB2 EPHB3 EPHB4 EPN1 EPN2 ERAP1 ERBB2 EREG ERRFI1 ESM1 ETS1 ETV2 EYA1 F3 FAP FASLG FBXW7 FBXW8 FGF1 FGF10 FGF16 FGF18 FGF2 FGF6 FGF8 FGF9 FGFBP1 FGFR2 FKBP10 FKBPL FLNA FLT1 FLT4 FLVCR1 FMNL3 FN1 FOLR1 FOSL1 FOXC1 FOXC2 FOXF1 FOXH1 FOXJ2 FOXN1 FOXO1 FOXO4 FOXS1 FUT1 FZD4 FZD5 FZD8 GAA GAB1 GADD45A GATA2 GATA4 GATA6 GBX2 GDF2 GGNBP2 GHRL GHSR GJA4 GJA5 GJC1 GLI3 GLMN GLUL GNA13 GPC3 GPER1 GPLD1 GPNMB GPR15 GPR4 GPX1 GREM1 GRN GTF2I HAND1 HAND2 HAS2 HDAC5 HDAC7 HDAC9 HECTD1 HEG1 HES1 HEY1 HEY2 HGS HHEX HIF1A HIF1AN HIF3A HIPK1 HIPK2 HK2 HLA-G HMGA2 HMOX1 HOXA1 HOXA13 HOXA3 HOXA5 HOXA7 HOXB13 HOXB3 HPGD HPSE HRG HS6ST1 HSPB1 HSPB6 HSPG2 HTATIP2 HYAL1 ID1 IHH IL10 IL12A IL12B IL17F IL18 IL1A IL1B IL6 IL6R IMMP2L ISL1 ISM1 ITGA2B ITGA5 ITGAV ITGAX ITGB1 ITGB1BP1 ITGB3 ITGB8 JAG1 JAK1 JAM3 JCAD JMJD6 JMJD8 JUNB JUP KCNJ8 KDR KIT KLF2 KLF4 KLF5 KLK3 KRIT1 KRT1 LAMA1 LARGE1 LDLR LEF1 LEP LEPR LGALS8 LIF LIPA LOX LOXL1 LOXL2 LRG1 LRP1 LRP2 LRP5 LUZP1 LYL1 MAP2K1 MAP2K5 MAP3K3 MAPK1 MAPK14 MAPK7 MCAM MDK MDM2 MECP2 MED1 MEF2C MEGF8 MEIS1 MEOX2 MESP1 MFGE8 MIA3 MIB1 MINAR1 MINAR2 MIR1-1 MIR100 MIR101-1 MIR106B MIR10A MIR10B MIR1224 MIR125A MIR125B1 MIR126 MIR1298 MIR130A MIR132 MIR137 MIR138-1 MIR140 MIR143 MIR145 MIR146A MIR149 MIR150 MIR153-1 MIR15A MIR15B MIR16-1 MIR17 MIR181B1 MIR185 MIR188 MIR18A MIR1908 MIR193A MIR196A1 MIR199A1 MIR199B MIR19A MIR19B1 MIR200B MIR200C MIR205 MIR206 MIR20A MIR20B MIR21 MIR210 MIR212 MIR214 MIR217 MIR22 MIR221 MIR222 MIR223 MIR2355 MIR23A MIR24-1 MIR26A1 MIR27A MIR27B MIR296 MIR29A MIR29B1 MIR29C MIR30A MIR30B MIR30C1 MIR30E MIR31 MIR320A MIR329-1 MIR342 MIR34A MIR34B MIR34C MIR361 MIR375 MIR377 MIR378A MIR410 MIR424 MIR451A MIR483 MIR487B MIR492 MIR494 MIR495 MIR497 MIR503 MIR505 MIR640 MIR885 MIR9-1 MIR92A1 MIR939 MIR99B MIRLET7B MIRLET7F1 MIRLET7G MMP14 MMP19 MMP2 MMP21 MMRN2 MTDH MYDGF MYH9 MYLK MYO18B MYO1E MYOCD NAA15 NAGLU NAXE NCL NDNF NDP NDST1 NF1 NFATC1 NFATC2 NFATC3 NFATC4 NFE2L2 NGFR NIBAN2 NINJ1 NKX2-5 NKX3-1 NODAL NOG NOS3 NOTCH1 NOTCH2 NOTCH3 NOTCH4 NOX1 NOX5 NPPB NPPC NPR1 NPR2 NPR3 NPRL3 NR2E1 NR2F2 NR4A1 NRARP NRCAM NRP1 NRP2 NSDHL NTRK2 NUS1 OR10J5 OSR1 OTULIN OVOL2 PAK4 PANK2 PARVA PAX6 PAXIP1 PDCD10 PDCD4 PDCD6 PDCL3 PDE2A PDE3B PDGFA PDGFB PDGFD PDGFRA PDGFRB PDPK1 PDPN PECAM1 PF4 PGF PGK1 PIK3C2A PIK3CA PIK3CB PIK3CD PIK3CG PIK3R3 PIK3R6 PKD1 PKD2 PKM PKNOX1 PLCD3 PLCG1 PLK2 PLPP3 PLXDC1 PLXND1 PML POFUT1 PPARG PPP1R16B PPP3CB PPP3R1 PRCP PRDM1 PRICKLE1 PRKCA PRKCB PRKD1 PRKD2 PRKX PRL PROK1 PROK2 PROP1 PROX1 PRRX1 PSEN1 PTGIS PTGS2 PTK2 PTK2B PTK7 PTPN14 PTPRB PTPRM PXDN QKI RAMP1 RAMP2 RAP1A RAPGEF2 RAPGEF3 RASA1 RASIP1 RBM15 RBPJ RECK RGCC RHOA RHOB RHOJ RIC8A RIN2 RLN2 RNF213 RNH1 ROBO1 ROBO2 ROBO4 ROCK1 ROCK2 ROM1 RORA RRAS RSPO3 RUNX1 S100A1 S100A7 S1PR1 SARS1 SASH1 SAT1 SCG2 SCN11A SEC24B SEMA3C SEMA3E SEMA4A SEMA5A SEMA6A SERPINB7 SERPINE1 SERPINF1 SERPINF2 SETD2 SFRP1 SFRP2 SGCB SGCD SGPL1 SH2D2A SHB SHC1 SHH SIRT1 SIRT6 SIX1 SLC12A2 SLC12A6 SLC1A1 SLC2A10 SLC31A1 SLC39A12 SLIT2 SMAD1 SMAD6 SMAD7 SMO SMOC2 SNX17 SOCS3 SOD2 SOS1 SOX17 SOX18 SOX4 SP1 SP100 SPARC SPHK1 SPHK2 SPI1 SPINK5 SPINT1 SPRED1 SPRY2 SRF SRPK2 SRPX2 STAB1 STAB2 STARD13 STAT1 STAT3 STIM1 STK11 STK4 STRA6 SUFU SULF1 SVEP1 SYK SYNJ2BP TAB1 TAFA5 TAL1 TBX1 TBX2 TBX20 TBX3 TBX4 TBX5 TBX6 TBXA2R TCF21 TCF7L2 TDGF1 TDGF1P3 TEAD2 TEK TERT TFAP2B TGFA TGFB1 TGFB2 TGFBI TGFBR1 TGFBR2 TGFBR3 THBS1 THBS2 THBS4 THSD7A THY1 TIE1 TIPARP TJP1 TLR3 TMED2 TMEM100 TMEM204 TMEM215 TMEM231 TMIGD2 TNF TNFAIP2 TNFAIP3 TNFRSF12A TNFSF12 TNMD TNN TNNI3 TREX1 TSPAN12 TSPAN18 TWIST1 TYMP UBP1 UNC5B VASH1 VASH2 VAV2 VAV3 VEGFA VEGFB VEGFC VEGFD VEZF1 VHL VPS4B VSTM4 WARS1 WARS2 WASF2 WIF1 WNK1 WNT11 WNT2 WNT4 WNT5A WNT7A WNT7B WT1 XBP1 XDH YAP1 YJEFN3 ZBTB14 ZC3H12A ZFAND5 ZFP36L1 ZFPM2 ZMIZ1 ZNF304 GOBP_VASCULOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VASCULOGENESIS ACKR3 ADM AGGF1 AMOT APELA APLNR ASB4 CAV1 CCM2 CD34 CEACAM1 CITED1 CITED2 CTNNB1 CUL7 EGFL7 EMP2 ENG EPHA2 FBXW7 FOXF1 FZD4 GDF2 GJC1 GLMN HAS2 HDAC7 HEG1 HEY1 HEY2 HIF1AN HOXA13 ITGAV ITGB8 JUNB KDR MIR1-1 MYO18B MYO1E MYOCD NKX2-5 NOTCH1 NPR2 NRP1 NTRK2 PAXIP1 PDGFRB QKI RAMP2 RAP1A RAPGEF2 RASA1 RASIP1 RIN2 RRAS SETD2 SGPL1 SHH SMO SOX17 SOX18 SPRED1 TBX20 TBX5 TBX6 TEAD2 TGFB1 TGFBR2 TGFBR3 TIE1 TIPARP TMEM100 TNNI3 VEGFA WARS2 WNT7A WNT7B WT1 XDH YAP1 ZFP36L1 ZFPM2 ZMIZ1 GOBP_VASCULOGENESIS_INVOLVED_IN_CORONARY_VASCULAR_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VASCULOGENESIS_INVOLVED_IN_CORONARY_VASCULAR_MORPHOGENESIS MIR1-1 NOTCH1 SPRED1 TBX5 TGFBR3 GOBP_VASOCONSTRICTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VASOCONSTRICTION ABL1 ACE ACE2 ACTA2 ADD3 ADM ADRA1A ADRA1B ADRA1D ADRA2A ADRA2B ADRA2C AGT AGTR1 ARHGAP42 ASIC2 ATP1A2 ATP2B1 AVP AVPR1A AVPR1B AVPR2 BBS2 BDKRB2 BMPR2 CASR CAV1 CD38 CHRM3 COMP CRP CYSLTR1 DBH DOCK4 DOCK5 DRD5 ECE1 EDN1 EDN2 EDN3 EDNRA EDNRB F2R FAAH FGA FGB FGG GJA5 GRIP2 HRH1 HRH2 HTR1A HTR1B HTR1D HTR2A HTR2B HTR7 KCNA5 KCNMB2 KCNMB4 KEL LEP MIR21 MKKS MMP2 MTNR1B OXTR P2RX1 PER2 PIK3C2A PTGS2 RAP1GDS1 RHOA SCNN1B SLC6A4 SLC8A1 SMTNL1 SNTA1 TACR1 TBXA2R TBXAS1 TRPM4 ZDHHC21 GOBP_VASODILATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VASODILATION ADORA1 ADORA2A ADORA2B ADRA2A ADRB1 ADRB2 ADRB3 AGTR2 APOE ATG5 BBS2 BDKRB2 CALCA CASR CPS1 DRD1 EDNRB EXT1 EXT2 F2RL1 GCH1 GJA5 GPER1 GPX1 GUCY1A1 INS ITGA1 KAT2B KCNJ8 KCNMA1 KCNMB1 KLF2 KNG1 MIR153-1 MKKS NOS1 NOS3 NPPA NPPB PLOD3 PRKG1 RGS2 SOD1 SOD2 TNF UCN VSTM4 GOBP_VENOUS_BLOOD_VESSEL_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VENOUS_BLOOD_VESSEL_DEVELOPMENT ACVR2B ACVRL1 APLNR BMPR2 CCBE1 CCM2 EFNB2 ENG FOXF1 HEG1 NKX2-5 NOTCH1 PROX1 SEMA3C TBX20 VEGFA GOBP_VENOUS_BLOOD_VESSEL_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VENOUS_BLOOD_VESSEL_MORPHOGENESIS CCBE1 CCM2 EFNB2 ENG HEG1 NOTCH1 PROX1 TBX20 VEGFA GOBP_VENTRAL_MIDLINE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VENTRAL_MIDLINE_DEVELOPMENT CDK20 CLUAP1 GLI1 GLI2 SHH SMO GOBP_VENTRAL_SPINAL_CORD_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VENTRAL_SPINAL_CORD_DEVELOPMENT ABT1 ASCL1 CD320 CLN8 DAB1 DBX1 DCTN1 DLL4 DMRT3 DYNC2H1 FOXN4 GATA2 GBX1 GIGYF2 GLI2 GLI3 HOXC10 HOXD10 IFT172 ISL1 ISL2 LBX1 LHX1 LHX3 LHX4 LMO4 LRP8 MDGA2 MNX1 NKX2-2 OLIG2 OLIG3 PAX6 PHOX2A PTCH1 RELN SCYL1 SCYL3 SHH SOX1 SUFU TBX20 TCTN1 VLDLR VSTM5 ZC4H2 GOBP_VENTRAL_SPINAL_CORD_INTERNEURON_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VENTRAL_SPINAL_CORD_INTERNEURON_DIFFERENTIATION ASCL1 DBX1 DLL4 DMRT3 FOXN4 GATA2 GLI2 GLI3 LHX3 LMO4 NKX2-2 SOX1 SUFU GOBP_VENTRICULAR_CARDIAC_MUSCLE_CELL_ACTION_POTENTIAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VENTRICULAR_CARDIAC_MUSCLE_CELL_ACTION_POTENTIAL ANK2 BIN1 CACNA1C CAV1 CAV3 CTNNA3 DLG1 DSC2 DSG2 DSP GPD1L JUP KCND3 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNH2 KCNJ3 KCNJ5 KCNJ8 KCNQ1 MIR1-1 MIR133A1 NEDD4L NOS1AP PKP2 RNF207 RYR2 SCN2B SCN3B SCN5A SNTA1 TRPM4 GOBP_VENTRICULAR_CARDIAC_MUSCLE_CELL_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VENTRICULAR_CARDIAC_MUSCLE_CELL_DEVELOPMENT ATG5 BMP10 CDK1 FHL2 HEY2 LMNA MEF2A NKX2-5 NKX2-6 PROX1 GOBP_VENTRICULAR_CARDIAC_MUSCLE_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VENTRICULAR_CARDIAC_MUSCLE_CELL_DIFFERENTIATION ATG5 BMP10 CDK1 FHL2 HEY2 LMNA MEF2A MEF2C MYOCD NKX2-5 NKX2-6 PROX1 RARA RARB GOBP_VENTRICULAR_CARDIAC_MUSCLE_CELL_MEMBRANE_REPOLARIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VENTRICULAR_CARDIAC_MUSCLE_CELL_MEMBRANE_REPOLARIZATION AKAP9 ANK2 CACNA2D1 CAV3 GJA5 KCND3 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNH2 KCNH6 KCNJ3 KCNJ5 KCNJ8 KCNQ1 MIR1-1 MIR133A1 NOS1AP RNF207 SCN1B SCN2B SCN4B SCN5A SNTA1 WDR1 ZMPSTE24 GOBP_VENTRICULAR_CARDIAC_MUSCLE_TISSUE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VENTRICULAR_CARDIAC_MUSCLE_TISSUE_DEVELOPMENT ADAMTS9 BMP10 BMPR1A CHD7 COL11A1 DLL4 DSG2 DSP EDNRA ENG FGFR2 FKBP1A FOXC1 FOXC2 FOXH1 HAND1 HEG1 HEY2 HOPX ID2 IRX3 ISL1 KCNJ11 KCNJ8 LRP2 MED1 MYBPC3 MYH6 MYH7 MYL2 MYL3 NAGLU NKX2-5 NOG NOTCH1 NRG1 PKP2 POU4F1 PPP1R13L PROX1 PTCD2 RBPJ RYR2 SMAD4 SMAD7 TBX3 TBX5 TGFB1 TGFB2 TGFBR1 TGFBR3 TNNC1 TNNI1 TNNI3 TNNT2 TPM1 ZFPM2 ZMPSTE24 GOBP_VENTRICULAR_CARDIAC_MUSCLE_TISSUE_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VENTRICULAR_CARDIAC_MUSCLE_TISSUE_MORPHOGENESIS BMP10 BMPR1A CHD7 COL11A1 DLL4 DSP EDNRA ENG FGFR2 FKBP1A FOXC1 FOXC2 FOXH1 HAND1 HEG1 HEY2 ISL1 LRP2 MED1 MYBPC3 MYH6 MYH7 MYL2 MYL3 NAGLU NKX2-5 NOG NOTCH1 NRG1 PKP2 POU4F1 PROX1 PTCD2 RBPJ RYR2 SMAD4 SMAD7 TGFB1 TGFB2 TGFBR1 TGFBR3 TNNC1 TNNI1 TNNI3 TNNT2 TPM1 ZFPM2 GOBP_VENTRICULAR_COMPACT_MYOCARDIUM_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VENTRICULAR_COMPACT_MYOCARDIUM_MORPHOGENESIS BMPR1A CHD7 DSP LRP2 NOG POU4F1 TGFBR1 TGFBR3 GOBP_VENTRICULAR_SEPTUM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VENTRICULAR_SEPTUM_DEVELOPMENT ACVR1 AP2B1 APLNR BMP4 BMPR1A BMPR2 CCN1 CITED2 CNTRL DAND5 DCTN5 EGLN1 FGFR2 FGFRL1 FRS2 FZD1 FZD2 GATA3 GATA4 GJA5 HECTD1 HEG1 HES1 HEY1 HEY2 HEYL HOXA13 LMO4 LRP2 LUZP1 MATR3 MDM2 MDM4 MIR1-1 MIR17HG NKX2-5 NOG NOS3 NOTCH1 NPRL3 NSD2 PAX8 PDE2A PRDM1 PROX1 PTK7 RBM15 RBPJ ROBO1 ROBO2 SALL1 SALL4 SAV1 SLIT2 SLIT3 SMAD4 SMAD6 SMAD7 SOX11 SOX4 STRA6 SUFU TBX3 TBX5 TGFB2 TGFBR1 TGFBR2 TGFBR3 TRIP11 WNT11 WNT5A XIRP2 ZFPM1 ZFPM2 GOBP_VENTRICULAR_SEPTUM_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VENTRICULAR_SEPTUM_MORPHOGENESIS ACVR1 APLNR BMP4 BMPR1A BMPR2 CITED2 EGLN1 FGFR2 FGFRL1 FZD1 FZD2 HES1 HEY1 HEY2 HEYL MIR1-1 MIR17HG NKX2-5 NOG NOS3 NOTCH1 NSD2 PROX1 RBM15 RBPJ ROBO1 ROBO2 SAV1 SLIT2 SLIT3 SMAD4 SMAD7 SOX11 SOX4 TBX3 TGFB2 TGFBR1 TGFBR2 TGFBR3 WNT11 WNT5A ZFPM1 ZFPM2 GOBP_VENTRICULAR_SYSTEM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VENTRICULAR_SYSTEM_DEVELOPMENT AK8 ANP32B AQP1 ATP1B2 BBS1 BBS4 C12orf57 CCDC134 CDK6 CELSR2 CENPF CORO1C DNAH5 DPCD HYDIN KDM2B KIF27 MBOAT7 MECP2 MNAT1 NME5 NUMB NUMBL ODAD2 PAX5 RAPGEF2 RPGRIP1L SEMA6D SLC7A11 TSKU TTC21B UCHL5 WDR89 GOBP_VENTRICULAR_TRABECULA_MYOCARDIUM_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VENTRICULAR_TRABECULA_MYOCARDIUM_MORPHOGENESIS BMPR1A CHD7 DLL4 ENG FOXH1 HEG1 HEY2 MED1 NKX2-5 NOTCH1 NRG1 RBPJ TGFB2 TGFBR1 GOBP_VERY_LONG_CHAIN_FATTY_ACID_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VERY_LONG_CHAIN_FATTY_ACID_CATABOLIC_PROCESS ABCD1 ABCD2 ABCD3 ABCD4 ACOX1 SLC27A2 SLC27A4 GOBP_VERY_LONG_CHAIN_FATTY_ACID_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VERY_LONG_CHAIN_FATTY_ACID_METABOLIC_PROCESS ABCD1 ABCD2 ABCD3 ABCD4 ACAA1 ACOT1 ACOT2 ACOT4 ACOX1 ACOX2 ACSBG1 ACSL1 ACSL6 CYP4F12 CYP4F2 ELOVL1 ELOVL2 ELOVL3 ELOVL4 ELOVL5 ELOVL6 ELOVL7 HACD1 HACD2 HACD3 HACD4 HSD17B4 PEX2 PEX5 SLC27A2 SLC27A4 SLC27A5 SLC27A6 TECR TECRL GOBP_VERY_LOW_DENSITY_LIPOPROTEIN_PARTICLE_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VERY_LOW_DENSITY_LIPOPROTEIN_PARTICLE_ASSEMBLY ACSL3 APOB APOC1 APOC3 CIDEB DGAT1 FECH LPCAT3 MFSD2A MTTP SOAT1 SOAT2 GOBP_VERY_LOW_DENSITY_LIPOPROTEIN_PARTICLE_CLEARANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VERY_LOW_DENSITY_LIPOPROTEIN_PARTICLE_CLEARANCE APOC1 APOC2 APOC3 APOE LRPAP1 MIR379 VLDLR GOBP_VESICLE_BUDDING_FROM_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VESICLE_BUDDING_FROM_MEMBRANE ANXA2 AP1G1 AP2M1 AP3B2 AP3D1 AP3M2 AP3S1 AP3S2 ARFGAP2 ARFGAP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CIDEB CRYZL2P-SEC16B CSNK1D CUL3 DNM1 FNBP1L GBF1 GOLPH3 GOLPH3L INSIG1 KLHL12 MAPK15 MIA3 MYO18A P2RX7 PDCD6 PEF1 PICALM PPP6C PREB PRKCI PRKN RAB1A RAB7A RILP S100A10 SAR1A SAR1B SCAP SEC13 SEC16A SEC16B SEC23A SEC23B SEC24A SEC24B SEC24C SEC24D SEC31A SEC31B SLC2A4 SNAP91 SNX3 TBC1D20 TFG TMED10 TMED2 TMED9 TRAPPC1 TRAPPC10 TRAPPC11 TRAPPC12 TRAPPC13 TRAPPC2 TRAPPC2B TRAPPC2L TRAPPC3 TRAPPC4 TRAPPC5 TRAPPC6A TRAPPC6B TRAPPC8 TRAPPC9 VAPA VAPB VPS4A WASL GOBP_VESICLE_CARGO_LOADING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VESICLE_CARGO_LOADING AP3B1 AP3B2 AP3D1 AP3M1 AP3M2 AP3S1 AP3S2 CIDEB CTAGE1 CTAGE15 CTAGE4 CTAGE6 CTAGE8 CTAGE9 INSIG1 KIF13A MIA2 MIA3 PICALM RAB1A SAR1A SCAP SEC13 SEC23A SEC23B SEC24A SEC24B SEC24C SEC24D SEC31A SEC31B TBC1D20 TMED10 TMED2 GOBP_VESICLE_COATING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VESICLE_COATING AP3B2 AP3D1 AP3M2 AP3S1 AP3S2 ARFGAP2 ARFGAP3 CRYZL2P-SEC16B CSNK1D CUL3 GBF1 KLHL12 MAPK15 PDCD6 PEF1 PPP6C PREB SAR1A SAR1B SEC16A SEC16B TFG TMED10 TMED2 TMED9 TRAPPC1 TRAPPC10 TRAPPC11 TRAPPC12 TRAPPC13 TRAPPC2 TRAPPC2B TRAPPC2L TRAPPC3 TRAPPC4 TRAPPC5 TRAPPC6A TRAPPC6B TRAPPC8 TRAPPC9 GOBP_VESICLE_CYTOSKELETAL_TRAFFICKING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VESICLE_CYTOSKELETAL_TRAFFICKING ACTN4 AP3B1 AP3B2 AP3D1 AP3M1 AP3M2 AP3S1 AP3S2 BICDL1 BICDL2 BLOC1S1 BLOC1S2 BLOC1S3 BLOC1S4 BLOC1S5 BLOC1S6 BORCS5 CCDC186 CDR2L CLN3 DTNBP1 DYNC1I1 F8A1 F8A2 F8A3 FBXW11 FNBP1L FYCO1 HAP1 HTT KIF13A KIF1A KIF1C KIF3A KIF3B KIF5A KIF5B KIFAP3 MAP2 MECP2 MYO15A MYO19 MYO1A MYO1B MYO1C MYO1D MYO1E MYO1F MYO1G MYO1H MYO5A MYO5B MYO5C MYO6 MYO7A MYO7B NDE1 NDEL1 PAFAH1B1 PPFIA2 PRKCZ RAB1A RASGRP1 SNAPIN STK11 SYBU SYT4 TANC2 TRAK1 TRAK2 TRIM46 WASL GOBP_VESICLE_DOCKING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VESICLE_DOCKING BLOC1S6 BVES CAV2 CEP83 CFTR CLN3 CPLX2 CTBP2 EXOC1 EXOC2 EXOC3 EXOC4 EXOC5 EXOC6 EXOC6B EXOC7 EXOC8 KCNB1 NDRG4 PLEK PPFIA3 RAB12 RAB13 RAB3A RAB3B RAB3C RAB3D RAB8A RAB8B RABEPK RALB SNAP25 SNPH STX10 STX11 STX12 STX16 STX17 STX19 STX1A STX1B STX2 STX3 STX4 STX5 STX6 STX7 STX8 STXBP1 STXBP2 STXBP3 SYT1 SYTL2 TPRG1L TSNARE1 UNC13A UNC13B UNC13C USO1 VAMP3 VPS11 VPS18 VTI1B YKT6 GOBP_VESICLE_DOCKING_INVOLVED_IN_EXOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VESICLE_DOCKING_INVOLVED_IN_EXOCYTOSIS BLOC1S6 CFTR CPLX2 CTBP2 EXOC1 EXOC2 EXOC3 EXOC4 EXOC5 EXOC6 EXOC6B EXOC7 EXOC8 KCNB1 PLEK PPFIA3 RAB12 RAB13 RAB3A RAB3B RAB3C RAB3D RAB8A RAB8B RABEPK RALB SNAP25 SNPH STX1B STXBP1 STXBP2 STXBP3 SYTL2 TPRG1L UNC13A UNC13B UNC13C VAMP3 VPS11 VPS18 VTI1B YKT6 GOBP_VESICLE_FUSION_TO_PLASMA_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VESICLE_FUSION_TO_PLASMA_MEMBRANE CPLX1 CPLX2 CPLX3 DOC2A DOC2B ERC2 GRIK5 PRRT2 RAB3A SNAP23 SNAP25 SNAP29 SNAP47 SNAPIN STX11 STX19 STX1A STX1B STX2 STX3 STXBP1 SYT1 SYT9 TRARG1 GOBP_VESICLE_FUSION_WITH_GOLGI_APPARATUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VESICLE_FUSION_WITH_GOLGI_APPARATUS BET1 SEC22B STX5 USO1 VTI1A VTI1B YIPF4 YIPF5 YIPF7 GOBP_VESICLE_LOCALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VESICLE_LOCALIZATION ACTN4 AP1AR AP1G1 AP1M2 AP3B1 AP3B2 AP3D1 AP3M1 AP3M2 AP3S1 AP3S2 ARFGAP2 ARFGAP3 ARL6 ASIP ATP13A2 ATP9A BBS2 BBS5 BBS7 BICDL1 BICDL2 BLOC1S1 BLOC1S2 BLOC1S3 BLOC1S4 BLOC1S5 BLOC1S6 BORCS5 BRSK1 BRSK2 BSN C17orf75 CCDC186 CDH2 CDH3 CDK5 CDR2L CEP19 CHMP2A CHMP3 CHMP6 CLASP1 CLASP2 CLN3 COPS5 CRYZL2P-SEC16B CSNK1D CTBP1 CTNNB1 CUL3 DCTN1 DCTN2 DNM1 DNM2 DTNBP1 DYNC1I1 EXOC1 EXOC2 EXOC3 EXOC4 EXOC5 EXOC6 EXOC6B EXOC7 EXOC8 F8A1 F8A2 F8A3 FAM91A1 FBXW11 FNBP1L FYCO1 GBF1 GPR143 HAP1 HGS HTT IFNG IKBKG IRAG2 ITGA4 KIF13A KIF1A KIF1C KIF3A KIF3B KIF5A KIF5B KIF5C KIFAP3 KLHL12 LIMK2 LIN7A LRRK2 MAP2 MAP4K2 MAPK15 MECP2 MKKS MLPH MREG MYO15A MYO19 MYO1A MYO1B MYO1C MYO1D MYO1E MYO1F MYO1G MYO1H MYO5A MYO5B MYO5C MYO6 MYO7A MYO7B NAGLU NDE1 NDEL1 NLGN1 NLGN2 PAFAH1B1 PCDH17 PCLO PDCD6 PDCD6IP PEF1 PICALM PIK3CG PINK1 PPFIA2 PPP6C PREB PRKCZ PRKN PSEN1 PTEN RAB11A RAB11B RAB17 RAB1A RAB27A RAB3A RAB7A RASGRP1 SAR1A SAR1B SCRIB SDC1 SDC4 SDCBP SEC16A SEC16B SEPTIN5 SHROOM2 SLC2A4 SMPD3 SNAP23 SNAP29 SNAP91 SNAPIN SNCA SNF8 SPG11 STAM STARD3 STARD3NL STK11 SYBU SYN1 SYN2 SYN3 SYNDIG1 SYNJ1 SYT11 SYT4 TANC2 TBC1D23 TCIRG1 TESK1 TFG TMED10 TMED2 TMED9 TMEM230 TOR1A TPGS1 TRAK1 TRAK2 TRAPPC1 TRAPPC10 TRAPPC11 TRAPPC12 TRAPPC13 TRAPPC2 TRAPPC2B TRAPPC2L TRAPPC3 TRAPPC4 TRAPPC5 TRAPPC6A TRAPPC6B TRAPPC8 TRAPPC9 TRIM46 TRIP11 TSG101 USO1 VPS33A VPS33B VPS4A VPS4B WASL WDR11 WIPI1 YKT6 GOBP_VESICLE_MEDIATED_CHOLESTEROL_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VESICLE_MEDIATED_CHOLESTEROL_TRANSPORT ARL8B CES1 PIP4K2A SYT7 TPCN2 VPS51 VPS52 VPS53 VPS54 GOBP_VESICLE_MEDIATED_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VESICLE_MEDIATED_TRANSPORT AAK1 ABCA1 ABCA12 ABCA13 ABCA2 ABCA7 ABCC4 ABL1 ABL2 ACAP2 ACE2 ACHE ACKR2 ACKR3 ACKR4 ACSL3 ACTB ACTG1 ACTN2 ACTR1A ADAMTS9 ADGRB1 ADGRE2 ADIPOQ ADM ADORA1 ADORA2A ADORA2B ADRA2A ADRB2 ADRB3 AGAP2 AGER AHI1 AHSG AIF1 AKAP5 AKT2 AKTIP ALMS1 ALOX15 ALS2 ALS2CL AMN AMPH ANGPT1 ANK1 ANK2 ANK3 ANKFY1 ANKRD13A ANKRD13B ANKRD13D ANKRD27 ANKRD50 ANO6 ANXA1 ANXA11 ANXA2 ANXA3 ANXA8 ANXA8L1 AP1AR AP1B1 AP1G1 AP1G2 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 AP3B1 AP3B2 AP3D1 AP3M1 AP3M2 AP3S1 AP3S2 AP4B1 AP4E1 AP4M1 AP4S1 AP5B1 AP5M1 AP5S1 AP5Z1 APELA APLN APLP1 APOA1 APOA2 APOA5 APOBR APOC1 APOC2 APOC3 APOE APP APPL1 APPL2 ARAP3 ARC ARCN1 ARF1 ARF3 ARF4 ARF5 ARF6 ARFGAP1 ARFGAP2 ARFGAP3 ARFGEF1 ARFGEF2 ARFIP1 ARFRP1 ARHGAP1 ARHGAP12 ARHGAP17 ARHGAP25 ARHGAP27 ARHGAP44 ARHGAP8 ARHGDIA ARL1 ARL11 ARL14 ARL17B ARL3 ARL4A ARL4C ARL4D ARL5A ARL5B ARL5C ARL6 ARL8B ARR3 ARRB1 ARRB2 ASB15 ASGR1 ASGR2 ATAD1 ATG14 ATG3 ATG5 ATL2 ATL3 ATP13A2 ATP2A2 ATP2C1 ATP6AP1 ATP6AP2 ATP6V0A1 ATP6V0A4 ATP6V0D1 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1D ATP6V1E1 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1H ATP9A ATP9B ATXN2 AXL AZU1 B2M BAIAP3 BBS1 BBS2 BCAP29 BCAP31 BCL2L1 BCR BECN1 BECN2 BET1 BET1L BICD1 BICD2 BIN1 BIN2 BIN3 BLOC1S1 BLOC1S2 BLOC1S5 BLOC1S6 BLTP1 BLTP3B BLZF1 BMP2K BNIP1 BRAF BRSK1 BRSK2 BSN BTBD9 BTK BVES C12orf4 C17orf75 C1orf43 C2 C2CD5 C2CD6 C3 C4A C4B C4BPA C4BPB C9orf72 CACFD1 CACNB4 CACNG2 CACNG3 CACNG4 CACNG5 CACNG7 CACNG8 CADPS CADPS2 CALCRL CALR CALY CAMK1D CAMLG CANX CAP1 CARMIL1 CASK CAV1 CAV2 CAV3 CBARP CBL CBLL1 CCDC22 CCDC32 CCDC91 CCDC93 CCL19 CCL2 CCL21 CCL3 CCL5 CCL8 CCR1 CCR2 CCZ1 CCZ1B CD14 CD151 CD163 CD177 CD209 CD22 CD300A CD300LF CD302 CD320 CD36 CD47 CD63 CD81 CD84 CD9 CD93 CDC42 CDC42SE1 CDC42SE2 CDH13 CDH2 CDK16 CDK5 CDK5R1 CDK5R2 CDX2 CEACAM1 CEACAM4 CEBPE CECR2 CEP19 CEP83 CES1 CFP CFTR CHGA CHM CHML CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CHRNA7 CIDEB CLASP1 CLASP2 CLCN3 CLCN5 CLEC10A CLEC16A CLEC4F CLEC4M CLEC7A CLEC9A CLINT1 CLIP3 CLN3 CLN5 CLNK CLSTN1 CLTA CLTB CLTC CLTCL1 CLTRN CLU CMTM6 CNIH1 CNIH2 CNIH3 CNIH4 CNN2 CNST CNTN2 COG1 COG2 COG3 COG4 COG5 COG6 COG7 COG8 COLEC10 COLEC11 COLEC12 COMMD1 COPA COPB1 COPB2 COPE COPG1 COPG2 COPS5 COPZ1 COPZ2 CORO1A CORO1C CORO7 CPLANE2 CPLX1 CPLX2 CPLX3 CPLX4 CPNE1 CREB3L2 CREG1 CRHBP CRP CRYBA1 CRYZL2P-SEC16B CSK CSNK1D CSNK1E CSNK1G1 CSNK1G2 CSNK1G3 CSPG5 CTAGE1 CTAGE15 CTAGE4 CTAGE6 CTAGE8 CTAGE9 CTBP1 CTBP2 CTNNB1 CTSL CTTN CUBN CUL3 CXCL16 CXCL8 CXCR1 CXCR2 CYBA CYFIP1 CYTH1 CYTH2 CYTH3 DAB2 DBNL DCLK1 DCTN1 DEF6 DENND10 DENND1A DENND1B DENND1C DENND2A DENND3 DENND5A DGKD DGKQ DKK1 DLG4 DLL1 DMBT1 DNAJC13 DNAJC5 DNAJC6 DNER DNM1 DNM1L DNM2 DNM3 DOC2A DOC2B DOCK1 DOCK2 DOP1A DOP1B DPP4 DPY30 DPYSL2 DRD2 DRD3 DRD4 DTNBP1 DTX3L DVL1 DYNC1LI1 DYSF EEA1 EEF2K EFNB2 EGF EGFEM1P EHBP1 EHD1 EHD2 EHD3 EHD4 EIF2AK1 EIPR1 ELANE ELMO1 ELMO2 ELMO3 EMP2 ENDOU ENPP1 ENPP2 ENTHD1 ENTR1 ENTREP1 EPG5 EPHA3 EPHB2 EPN1 EPN2 EPN3 EPS15 EPS15L1 EQTN ERC1 ERC2 ERGIC1 ERGIC2 ERGIC3 ESYT2 EVI5 EXOC1 EXOC2 EXOC3 EXOC3L1 EXOC3L2 EXOC3L4 EXOC4 EXOC5 EXOC6 EXOC6B EXOC7 EXOC8 EXPH5 EZR F2RL1 FAM91A1 FBXL20 FBXO45 FCER1A FCER1G FCER2 FCGR1A FCGR2B FCGR3A FCGRT FCHO1 FCHO2 FCHSD2 FCN1 FCN2 FCN3 FER FES FGA FGB FGG FGR FHIP1B FKBP15 FLNA FLOT1 FMN2 FMR1 FNBP1 FNBP1L FOLR1 FOXF1 FPR2 FUZ FYN GAB2 GABARAPL2 GAK GAPVD1 GAS1 GAS6 GATA1 GATA2 GBF1 GCC2 GCGR GDI1 GDI2 GGA1 GGA2 GGA3 GH1 GHR GIT1 GIT2 GNAI2 GOLGA2 GOLGA4 GOLGA5 GOLGA7 GOLPH3 GOLPH3L GOLT1A GOLT1B GOPC GOSR1 GOSR2 GP2 GPC3 GPIHBP1 GPR107 GPR15LG GPRASP1 GRB2 GREM1 GRIA1 GRIK5 GRIP1 GRIP2 GRIPAP1 GRK2 GRK3 GRK4 GRP GSG1L GSN GTF2H2 GULP1 H1-1 HAP1 HAVCR1 HCK HEATR5A HEATR5B HFE HGS HIP1 HIP1R HLA-F HMGB1 HMGXB4 HMMR HNRNPK HOOK1 HOOK2 HOOK3 HPCA HPS1 HPS4 HRAS HSPA8 HSPG2 HTR1B HTR2B HTT HYAL3 HYOU1 ICAM3 ICAM5 IER3IP1 IFNG IFT27 IGF1R IGF2R IL10RA IL13 IL13RA2 IL15 IL15RA IL1B IL1RAPL1 IL2RB IL2RG IL4 IL4R ILDR1 INPP5F INPPL1 INSIG1 INSR INTU IRAG2 IRF8 ITCH ITGA2 ITGA4 ITGAL ITGAM ITGAV ITGB1 ITGB2 ITGB3 ITSN1 ITSN2 JAGN1 JMJD6 JPT2 KALRN KCNB1 KDELR1 KDELR2 KDELR3 KIF13A KIF16B KIF17 KIF1A KIF1B KIF1C KIF3B KIF5A KIT KLHL12 KLHL20 KLRC2 KLRF2 KRT18 KXD1 LAMP1 LAMTOR1 LAPTM4B LAPTM5 LAT LAT2 LBP LDLR LDLRAD3 LDLRAP1 LEP LEPR LEPROT LEPROTL1 LETMD1 LGALS3 LGALS3BP LGALS9 LGI3 LILRB1 LILRB4 LIMK1 LIN7A LIN7B LIN7C LIPA LLGL1 LLGL2 LMAN1 LMAN1L LMAN2 LMAN2L LMBR1L LMBRD1 LMTK2 LPAR1 LRP1 LRP10 LRP12 LRP1B LRP2 LRP3 LRP4 LRP5 LRP6 LRP8 LRPAP1 LRRC7 LRRK2 LRRTM1 LRRTM2 LRSAM1 LY75 LYAR LYN LYPLA1 LYSET LYST LYVE1 M6PR MACF1 MAGEL2 MAGI2 MAP2K1 MAP2K2 MAP4K2 MAPK1 MAPK15 MAPK3 MAPK8IP1 MAPK8IP3 MAPKAPK2 MAPKAPK3 MARCHF2 MARCHF3 MARCO MBL2 MBTPS1 MCFD2 MCTP1 MEGF10 MERTK MESD MET MFGE8 MFSD2A MGRN1 MIA2 MIA3 MIB1 MICAL1 MICAL3 MICALL1 MICALL2 MILR1 MIR17 MIR181B1 MIR183 MIR185 MIR199A1 MIR205 MIR20A MIR27A MIR27B MIR92B MITD1 MKLN1 MLC1 MON1A MON1B MON2 MPPE1 MRC1 MRC2 MRGPRX2 MSN MSR1 MST1R MTM1 MTMR2 MTMR6 MTMR9 MVB12A MYCBPAP MYD88 MYH9 MYO18A MYO1B MYO1D MYO1E MYO1G MYO5A MYO5B MYO6 MYO7A NAGLU NAPA NAPB NAPG NBAS NCALD NCF2 NCF4 NCKAP1L NCKIPSD NDP NDRG4 NECAB2 NECAP1 NECAP2 NEDD4 NEDD4L NEU3 NEURL1B NEURL3 NF2 NKD2 NKG7 NLGN1 NLGN2 NLGN3 NLGN4X NLGN4Y NLRP5 NME1 NOD2 NOSTRIN NOTCH1 NPC1 NR1H2 NR1H3 NR4A3 NRBP1 NRP1 NSF NSG1 NSG2 NTF3 NUMB OCIAD1 OCIAD2 OLR1 OPHN1 OPTN OSBPL1A OSBPL5 OTOF P2RX1 P2RX7 P2RY1 P2RY4 P2RY6 P4HB PACSIN1 PACSIN2 PACSIN3 PAK1 PCDH17 PCDHGA3 PCLO PCSK9 PDCD6 PDCD6IP PDLIM7 PDPK1 PEAR1 PECAM1 PEF1 PEG10 PFN2 PGAP1 PHAF1 PHETA1 PHETA2 PI4KB PICALM PICK1 PIGR PIK3C2A PIK3C3 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R4 PIKFYVE PINK1 PIP4K2A PIP4K2B PIP4P2 PIP5K1A PIP5K1C PITPNB PKDCC PLA2G3 PLA2G4E PLA2G5 PLA2G6 PLA2R1 PLAA PLCG2 PLD1 PLD2 PLD4 PLEK PLEKHA3 PLEKHF1 PLEKHF2 PLEKHJ1 PLEKHM1 PLIN3 PLPP3 PLPP4 PLSCR1 PPFIA2 PPFIA3 PPP3CA PPP3CB PPP3CC PPP3R1 PPP6C PPT1 PRAM1 PREB PREPL PRG4 PRICKLE1 PRKAA1 PRKAR1B PRKCB PRKCD PRKCE PRKCG PRKCI PRKD1 PRKN PROM2 PRRT2 PRSS12 PRTN3 PSEN1 PSTPIP1 PTAFR PTEN PTGDR PTGDS PTK2 PTPN1 PTPN23 PTPRC PTPRJ PTX3 PXK PYCARD RAB10 RAB11A RAB11B RAB11FIP1 RAB11FIP2 RAB11FIP3 RAB11FIP4 RAB11FIP5 RAB12 RAB13 RAB14 RAB15 RAB17 RAB1A RAB1B RAB20 RAB21 RAB22A RAB25 RAB26 RAB27A RAB27B RAB29 RAB2A RAB2B RAB30 RAB31 RAB32 RAB33B RAB34 RAB35 RAB36 RAB38 RAB39A RAB39B RAB3A RAB3B RAB3C RAB3D RAB3GAP1 RAB3IL1 RAB3IP RAB41 RAB43 RAB44 RAB4A RAB4B RAB5A RAB5B RAB5C RAB6A RAB6B RAB6C RAB6D RAB7A RAB7B RAB8A RAB8B RAB9A RAB9B RABEP1 RABEP2 RABEPK RABGAP1L RABGEF1 RABIF RAC1 RAC2 RAC3 RACK1 RALA RALB RALBP1 RAMP1 RAMP2 RAMP3 RANGRF RAP1A RAP1B RAP1BL RAPGEF4 RARA RASEF RASGRP1 RASSF9 RBSN RCSD1 RDX REPS1 REPS2 RER1 REST RGP1 RHOB RHOBTB1 RHOBTB2 RHOBTB3 RHOJ RHOQ RHOU RHOV RIC1 RILP RIMS1 RIMS2 RIMS3 RIMS4 RIN1 RIN2 RIN3 RINL RINT1 RIT2 RNASEK RNF126 RNF139 ROCK1 RP2 RPH3A RPH3AL RSC1A1 RSPO1 RTN3 RUBCN RUBCNL RUFY1 RUFY2 S100A10 S100A13 SAG SAMD9 SAR1A SAR1B SCAMP1 SCAMP2 SCAMP3 SCAMP5 SCAP SCARA3 SCARA5 SCARB1 SCARB2 SCARF1 SCARF2 SCFD1 SCFD2 SCIN SCN11A SCRIB SCRN1 SCYL1 SCYL2 SDC1 SDC4 SDCBP SDF4 SEC13 SEC16A SEC16B SEC22A SEC22B SEC22C SEC23A SEC23B SEC23IP SEC24A SEC24B SEC24C SEC24D SEC31A SEC31B SELE SEPTIN1 SEPTIN2 SEPTIN4 SEPTIN5 SEPTIN8 SERPINE1 SFRP4 SFT2D1 SFT2D2 SFT2D3 SFTPA1 SFTPD SGIP1 SGSM2 SGSM3 SH3BP1 SH3BP4 SH3GL1 SH3GL2 SH3GL3 SH3KBP1 SHH SIGLEC1 SIRPA SIRPB1 SIRPG SLAMF1 SLC10A7 SLC11A1 SLC17A6 SLC17A7 SLC17A8 SLC18A1 SLC18A2 SLC1A1 SLC2A4 SLC30A8 SLC32A1 SLC4A8 SLC66A2 SLC9B2 SMAP1 SMCR8 SMPD1 SMPD3 SNAP23 SNAP25 SNAP29 SNAP47 SNAP91 SNAPIN SNCA SNCB SNCG SNF8 SNPH SNX1 SNX10 SNX12 SNX16 SNX17 SNX18 SNX19 SNX2 SNX27 SNX3 SNX30 SNX32 SNX33 SNX4 SNX5 SNX6 SNX7 SNX8 SNX9 SOD1 SORCS1 SORL1 SORT1 SOX30 SPACA3 SPAG9 SPAST SPG11 SPHK1 SPHK2 SPI1 SPIRE1 SPIRE2 SPON2 SPTBN1 SPTBN2 SPTBN4 SQSTM1 SRC SRCIN1 SRPX SSC5D STAB1 STAB2 STAM STAM2 STAP1 STARD3 STARD3NL STBD1 STEAP2 STEEP1 STON1 STON2 STX10 STX11 STX12 STX16 STX17 STX18 STX19 STX1A STX1B STX2 STX3 STX4 STX5 STX6 STX7 STX8 STXBP1 STXBP2 STXBP3 STXBP5 STXBP5L STXBP6 SURF4 SV2A SV2B SV2C SYCN SYK SYN1 SYN2 SYN3 SYNDIG1 SYNE1 SYNGR1 SYNGR2 SYNGR3 SYNJ1 SYNJ2 SYNJ2BP SYNRG SYP SYS1 SYT1 SYT10 SYT11 SYT12 SYT13 SYT15 SYT17 SYT2 SYT3 SYT4 SYT5 SYT6 SYT7 SYT8 SYT9 SYTL1 SYTL2 SYTL3 SYTL4 SYTL5 TAFA4 TAMALIN TAPBP TBC1D10A TBC1D10B TBC1D10C TBC1D14 TBC1D17 TBC1D20 TBC1D23 TBC1D24 TBC1D2B TBC1D4 TBC1D5 TBC1D8B TEX261 TF TFG TFR2 TFRC TGFBRAP1 TGM2 TH THBS1 TICAM2 TIMD4 TINAGL1 TLR2 TLR4 TM9SF4 TMCC1 TMED1 TMED10 TMED2 TMED3 TMED4 TMED5 TMED6 TMED7 TMED9 TMEM108 TMEM115 TMEM167A TMEM167B TMEM175 TMEM50A TMEM50B TMEM79 TMEM87A TMEM87B TNF TNFAIP2 TNK2 TOM1 TOR1A TPCN1 TPCN2 TPH1 TPRG1L TRAK1 TRAPPC1 TRAPPC10 TRAPPC11 TRAPPC12 TRAPPC13 TRAPPC2 TRAPPC2B TRAPPC2L TRAPPC3 TRAPPC3L TRAPPC4 TRAPPC5 TRAPPC6A TRAPPC6B TRAPPC8 TRAPPC9 TRARG1 TREM2 TREX1 TRIM23 TRIM27 TRIM72 TRIP10 TRIP11 TRPV6 TSC2 TSG101 TSNARE1 TSPAN18 TUB TULP1 TUSC2 TVP23A TVP23B TVP23C TXLNA TYRO3 TYROBP UBAP1 UBE2O UBE3A UBQLN2 UBXN6 UEVLD UNC119 UNC13A UNC13B UNC13C UNC13D USE1 USH1G USO1 USP20 USP33 USP6 USP6NL USP7 UVRAG VAC14 VAMP1 VAMP2 VAMP3 VAMP4 VAMP5 VAMP7 VAMP8 VAPA VAPB VAV1 VAV2 VAV3 VCP VEGFA VIPAS39 VLDLR VPS11 VPS13A VPS13B VPS13C VPS16 VPS18 VPS25 VPS26A VPS26B VPS26C VPS28 VPS29 VPS33A VPS33B VPS35 VPS35L VPS36 VPS37A VPS37B VPS37C VPS37D VPS39 VPS41 VPS45 VPS4A VPS4B VPS50 VPS51 VPS52 VPS53 VPS54 VPS8 VPS9D1 VSNL1 VTA1 VTI1A VTI1B VTN WAS WASF1 WASF2 WASH3P WASH6P WASHC1 WASHC2A WASHC2C WASHC3 WASHC4 WASHC5 WASL WDR11 WDR41 WDR44 WDR54 WDR81 WDR91 WHAMM WIPF3 WIPI1 WNT3A WNT5A WNT7A XKR4 XKR5 XKR6 XKR7 XKR8 XKR9 YES1 YIF1A YIF1B YIPF1 YIPF2 YIPF4 YIPF5 YIPF6 YIPF7 YKT6 ZDHHC2 ZFPL1 ZFYVE16 ZFYVE27 ZFYVE9 ZP3 ZP4 ZW10 GOBP_VESICLE_MEDIATED_TRANSPORT_BETWEEN_ENDOSOMAL_COMPARTMENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VESICLE_MEDIATED_TRANSPORT_BETWEEN_ENDOSOMAL_COMPARTMENTS AKTIP ANKRD27 ATG14 BECN1 CHMP3 CORO1A DAB2 DENND10 DNAJC13 EEA1 EMP2 EZR FHIP1B FLNA HOOK1 HOOK2 HOOK3 KIF16B LMTK2 MAP2K1 MAP2K2 MAPK1 MAPK3 MSN MTMR2 MYO1D NF2 PIK3C3 PIK3R4 PTPN23 PXK RAB11A RAB11FIP3 RAB21 RAB5A RAB7A RDX RILP SNF8 SNX12 SNX16 SNX3 SORL1 SRC STX8 VPS11 WASH3P WDR81 WDR91 GOBP_VESICLE_MEDIATED_TRANSPORT_IN_SYNAPSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VESICLE_MEDIATED_TRANSPORT_IN_SYNAPSE AAK1 ABCA13 ACTB ACTG1 AMPH AP1G1 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 AP3B2 AP3D1 AP3M2 AP3S1 AP3S2 ARC ARF6 ARHGDIA ATAD1 ATP2A2 ATP6AP1 ATP6AP2 ATP6V0A1 ATP6V0A4 ATP6V0D1 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1D ATP6V1E1 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1H BIN1 BLOC1S6 BLTP1 BRAF BRSK1 BRSK2 BSN BTBD9 CACNB4 CADPS CADPS2 CALY CANX CASK CDH2 CDK5 CDK5R1 CLCN3 CLSTN1 CPLX1 CPLX2 CPLX3 CPLX4 CSPG5 CTBP1 CTBP2 CTNNB1 CYFIP1 DGKQ DNAJC5 DNAJC6 DNM1 DNM2 DNM3 DOC2A DOC2B DRD4 DTNBP1 DVL1 EFNB2 EPS15 ERC2 FBXL20 FBXO45 FCHO2 FMR1 GAK GIT1 GIT2 GRIK5 GRIP2 GRIPAP1 GSG1L HIP1 HPCA HTR1B ITGB3 ITSN1 ITSN2 LPAR1 LRRK2 NAPA NAPB NLGN1 NLGN2 NLGN3 NLGN4X NLGN4Y NSG1 NUMB OPHN1 OTOF P2RX1 P2RX7 P2RY1 P2RY4 PACSIN1 PCDH17 PCLO PFN2 PICALM PIP5K1C PLAA PLD1 PLD2 PPFIA2 PPFIA3 PPP3CB PPP3CC PPP3R1 PREPL PRKAR1B PRKCB PRKCG PRKN PRRT2 PSEN1 PTEN RAB27B RAB3A RAB3B RAB3GAP1 RAB5A RAB8A RALA RAP1A RAP1B RAP1BL RAPGEF4 RIMS1 RIMS2 RIMS3 RIMS4 ROCK1 RPH3A SCRIB SCRN1 SEPTIN5 SH3GL1 SH3GL2 SH3GL3 SLC17A6 SLC17A7 SLC17A8 SLC18A1 SLC18A2 SLC2A4 SLC32A1 SLC4A8 SNAP23 SNAP25 SNAP29 SNAP47 SNAP91 SNAPIN SNCA SNCB SNCG SNPH SNX9 STON1 STON2 STX11 STX19 STX1A STX1B STX2 STX3 STXBP1 STXBP5 SV2A SV2B SV2C SYN1 SYN2 SYN3 SYNDIG1 SYNE1 SYNJ1 SYNJ2 SYP SYT1 SYT10 SYT11 SYT12 SYT2 SYT4 SYT5 SYT7 SYT8 SYT9 TBC1D24 TH TOR1A TPRG1L UNC13A UNC13B UNC13C VAC14 VAMP2 VAMP4 VPS18 VPS35 WNT3A WNT7A GOBP_VESICLE_MEDIATED_TRANSPORT_TO_THE_PLASMA_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VESICLE_MEDIATED_TRANSPORT_TO_THE_PLASMA_MEMBRANE ACAP2 ACSL3 ACTN2 AKAP5 AMN ANK3 ANKRD27 ANKRD50 ARF6 ARFGEF2 ARFRP1 ARHGAP1 ARHGAP44 ARHGAP8 ARL3 ARL4C ATP2C1 ATP6AP1 ATP9A BBS1 BBS2 BLTP1 BLZF1 BVES C2CD6 CCDC22 CCDC93 CLN3 CLSTN1 CMTM6 CNST COMMD1 CPLX1 CSK DEF6 DENND1A DENND1B DENND1C EHD1 EHD2 EHD3 EHD4 EIPR1 ENTR1 EPG5 EPS15 EXOC1 EXOC2 EXOC4 EXOC5 EXOC6 EXOC6B EXOC8 GCC2 GGA1 GGA2 GGA3 GOLGA4 GOLGA7 GOLPH3 GOLPH3L GOPC GRIP1 GRIP2 GRIPAP1 HGS INPP5F KIF13A KRT18 LLGL1 LMTK2 LRRC7 LYPLA1 MACF1 MICALL1 MICALL2 NDRG4 NSF NSG1 OPTN OSBPL5 PHAF1 PKDCC PLA2G3 PLA2G4E PREPL PTPN23 RAB10 RAB11A RAB11B RAB11FIP3 RAB11FIP4 RAB12 RAB13 RAB14 RAB17 RAB26 RAB31 RAB34 RAB35 RAB7A RAB8A RAB8B RABEP1 RACK1 RSC1A1 SCRIB SEC16A SLC1A1 SNAP25 SNF8 SNX12 SNX17 SNX27 SNX3 SNX30 SNX4 SNX7 SORL1 SPTBN1 STEAP2 STX12 STX16 STX1B STX3 STX6 SYS1 TAMALIN TRARG1 VAMP2 VAMP3 VAMP4 VAMP5 VPS13B VPS26A VPS26C VPS29 VPS35 VPS35L VPS39 VPS50 VPS51 VPS52 VPS53 VTI1A WASH3P WASH6P WASHC1 WASHC2C WIPF3 ZDHHC2 GOBP_VESICLE_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VESICLE_ORGANIZATION ABCA1 ABCB6 ACRBP ACTL7A ACTL9 AGFG1 AKT2 AKTIP ALS2 ANKFY1 ANKRD27 ANXA1 ANXA2 ANXA8 ANXA8L1 AP1B1 AP1G1 AP1M1 AP1S1 AP1S2 AP1S3 AP2M1 AP3B1 AP3B2 AP3D1 AP3M1 AP3M2 AP3S1 AP3S2 APOE AQP1 AQP11 ARFGAP2 ARFGAP3 ARFGEF2 ARL8B ASIP ATP13A2 ATP6AP1 ATP6AP2 ATP6V0A1 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1D ATP6V1E1 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1H BACE2 BAIAP3 BCL2 BET1 BLOC1S1 BLOC1S2 BLOC1S3 BLOC1S4 BLOC1S5 BLOC1S6 C2CD5 CAV1 CAV2 CCDC136 CCDC42 CD34 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CIDEB CLCN3 CLN3 CLTRN CORO1A CORO1C CPLANE2 CPLX1 CPLX2 CPLX3 CREB1 CRYZL2P-SEC16B CSNK1D CUL3 DLG4 DNAJC13 DNM1 DOC2A DOC2B DTNBP1 EEA1 EPS15 ERC2 EXOC8 F2R F2RL3 FASLG FBXO5 FHIP1B FNBP1L GARIN1A GARIN1B GBF1 GOLPH3 GOLPH3L GOSR1 GOSR2 GPR143 GRIK5 HGS HOOK1 HOOK2 HOOK3 HPS1 HPS3 HPS4 HPS5 HPS6 INSIG1 IRAG2 IST1 KCNE1 KIF13A KLHL12 KNL1 LAMTOR1 LAPTM4B LYST MAPK15 MFSD14A MIA3 MVB12A MYO18A MYO7A NECTIN2 NKD2 OSBP P2RX7 PAFAH1B1 PDCD6 PDCD6IP PEF1 PFN4 PHETA1 PHETA2 PI4K2A PI4K2B PICALM PIKFYVE PIP4K2A PIP4K2B PLA2G3 PLA2G5 PLEKHA3 PLEKHF1 PLEKHF2 PLEKHJ1 PLEKHM1 PLN PMEL PPP6C PREB PRKCI PRKN PRRT2 PTPRN RAB11A RAB12 RAB13 RAB14 RAB1A RAB20 RAB22A RAB27A RAB29 RAB32 RAB34 RAB38 RAB39A RAB3A RAB5B RAB7A RAB7B RAB8A RAB8B RFX2 RILP RNASEK RNF26 RUBCNL S100A10 SAMD9 SAR1A SAR1B SCAP SCARB2 SDC1 SDC4 SDCBP SEC13 SEC16A SEC16B SEC22B SEC23A SEC23B SEC24A SEC24B SEC24C SEC24D SEC31A SEC31B SEPTIN8 SERPINE2 SHROOM2 SLAMF1 SLC2A4 SLC35D3 SLC9A8 SNAP23 SNAP25 SNAP29 SNAP47 SNAP91 SNAPIN SNCA SNF8 SNX10 SNX11 SNX19 SNX3 SNX33 SORT1 SOX30 SPACA1 SPG11 SPHK1 SPINK2 SPPL2C SQSTM1 SRGN SRPX STAM STAM2 STX10 STX11 STX12 STX16 STX17 STX19 STX1A STX1B STX2 STX3 STX4 STX5 STX6 STX7 STX8 STXBP1 STXBP6 SYNJ1 SYP SYT1 SYT11 SYT4 SYT7 SYT9 TBC1D20 TBC1D4 TBPL1 TFG TGFBRAP1 TMCC1 TMED10 TMED2 TMED9 TMEM127 TMEM175 TMEM9 TMF1 TOM1 TRAPPC1 TRAPPC10 TRAPPC11 TRAPPC12 TRAPPC13 TRAPPC2 TRAPPC2B TRAPPC2L TRAPPC3 TRAPPC4 TRAPPC5 TRAPPC6A TRAPPC6B TRAPPC8 TRAPPC9 TRARG1 TSG101 TSNARE1 TYRP1 UBAP1 UNC13A UNC13B UNC13C USO1 USP50 USP8 UVRAG VAMP1 VAMP2 VAMP3 VAMP4 VAMP7 VAMP8 VAPA VAPB VAV3 VIPAS39 VPS11 VPS13B VPS16 VPS18 VPS25 VPS28 VPS33A VPS33B VPS36 VPS37A VPS37B VPS37C VPS37D VPS39 VPS41 VPS4A VPS4B VPS8 VTA1 VTI1A VTI1B WASH3P WASHC4 WASHC5 WASL YIPF4 YIPF5 YIPF7 ZDHHC15 ZDHHC20 ZEB2 ZFYVE16 ZNF385A ZPBP ZPBP2 GOBP_VESICLE_TARGETING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VESICLE_TARGETING AP1AR AP1M2 ARFGAP2 ARFGAP3 C17orf75 CEP19 CLASP1 CLASP2 CRYZL2P-SEC16B CSNK1D CUL3 EXOC1 EXOC2 EXOC3 EXOC4 EXOC5 EXOC6 EXOC6B EXOC7 EXOC8 FAM91A1 GBF1 IRAG2 KLHL12 MAP4K2 MAPK15 NAGLU NLGN1 PDCD6 PEF1 PPP6C PREB PSEN1 SAR1A SAR1B SCRIB SEC16A SEC16B SEPTIN5 SNAP23 SNAP29 STARD3 STARD3NL TBC1D23 TFG TMED10 TMED2 TMED9 TRAPPC1 TRAPPC10 TRAPPC11 TRAPPC12 TRAPPC13 TRAPPC2 TRAPPC2B TRAPPC2L TRAPPC3 TRAPPC4 TRAPPC5 TRAPPC6A TRAPPC6B TRAPPC8 TRAPPC9 TRIP11 WDR11 WIPI1 YKT6 GOBP_VESICLE_TARGETING_ROUGH_ER_TO_CIS_GOLGI https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VESICLE_TARGETING_ROUGH_ER_TO_CIS_GOLGI CRYZL2P-SEC16B CSNK1D CUL3 KLHL12 MAPK15 PDCD6 PEF1 PPP6C PREB SAR1A SAR1B SEC16A SEC16B TFG TMED10 TMED2 TRAPPC1 TRAPPC11 TRAPPC12 TRAPPC2 TRAPPC2B TRAPPC2L TRAPPC3 TRAPPC4 TRAPPC5 TRAPPC6A TRAPPC8 GOBP_VESICLE_TARGETING_TO_FROM_OR_WITHIN_GOLGI https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VESICLE_TARGETING_TO_FROM_OR_WITHIN_GOLGI AP1AR ARFGAP2 ARFGAP3 CEP19 CRYZL2P-SEC16B CSNK1D CUL3 GBF1 KLHL12 MAPK15 PDCD6 PEF1 PPP6C PREB SAR1A SAR1B SEC16A SEC16B TFG TMED10 TMED2 TMED9 TRAPPC1 TRAPPC11 TRAPPC12 TRAPPC2 TRAPPC2B TRAPPC2L TRAPPC3 TRAPPC4 TRAPPC5 TRAPPC6A TRAPPC8 WIPI1 GOBP_VESICLE_TETHERING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VESICLE_TETHERING C17orf75 EXOC1 EXOC2 EXOC3 EXOC4 EXOC5 EXOC6 EXOC6B EXOC7 EXOC8 FAM91A1 NAGLU STARD3 STARD3NL TBC1D23 TRAPPC1 TRAPPC10 TRAPPC11 TRAPPC12 TRAPPC13 TRAPPC2 TRAPPC2B TRAPPC2L TRAPPC3 TRAPPC4 TRAPPC5 TRAPPC6A TRAPPC6B TRAPPC8 TRAPPC9 TRIP11 WDR11 GOBP_VESICLE_TETHERING_INVOLVED_IN_EXOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VESICLE_TETHERING_INVOLVED_IN_EXOCYTOSIS EXOC1 EXOC2 EXOC3 EXOC4 EXOC5 EXOC6 EXOC6B EXOC7 EXOC8 GOBP_VESICLE_TETHERING_TO_GOLGI https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VESICLE_TETHERING_TO_GOLGI C17orf75 FAM91A1 TBC1D23 TRIP11 WDR11 GOBP_VESICLE_TRANSPORT_ALONG_MICROTUBULE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VESICLE_TRANSPORT_ALONG_MICROTUBULE AP3B1 AP3B2 AP3D1 AP3M1 AP3M2 AP3S1 AP3S2 BICDL1 BICDL2 BLOC1S1 BLOC1S2 BLOC1S3 BLOC1S4 BLOC1S5 BLOC1S6 BORCS5 CDR2L CLN3 DTNBP1 DYNC1I1 FBXW11 FYCO1 HAP1 HTT KIF13A KIF1A KIF1C KIF3A KIF3B KIF5A KIF5B KIFAP3 MAP2 MECP2 NDE1 NDEL1 PAFAH1B1 PRKCZ RAB1A RASGRP1 SNAPIN STK11 SYBU TRAK1 TRAK2 TRIM46 GOBP_VESICLE_UNCOATING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VESICLE_UNCOATING DNAJC6 GAK HSPA8 SH3GL1 SH3GL2 SH3GL3 SYNJ1 VPS4A GOBP_VESTIBULOCOCHLEAR_NERVE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VESTIBULOCOCHLEAR_NERVE_DEVELOPMENT ATP8B1 CHRNB2 DCANP1 NEUROG1 NPR2 NRP1 NRP2 PAX2 POU4F3 SLITRK6 TIFAB GOBP_VESTIBULOCOCHLEAR_NERVE_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VESTIBULOCOCHLEAR_NERVE_FORMATION ATP8B1 DCANP1 NEUROG1 PAX2 TIFAB GOBP_VESTIBULOCOCHLEAR_NERVE_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VESTIBULOCOCHLEAR_NERVE_MORPHOGENESIS ATP8B1 DCANP1 NEUROG1 NRP1 NRP2 PAX2 TIFAB GOBP_VIRAL_BUDDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VIRAL_BUDDING CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 LRSAM1 MITD1 MVB12A MVB12B NEDD4 PDCD6IP TSG101 VPS28 VPS37A VPS37B VPS37C VPS37D VPS4A VPS4B GOBP_VIRAL_GENE_EXPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VIRAL_GENE_EXPRESSION ATG12 ATG5 CANX CCL3 CCL4 CCL5 CCNT1 CCNT2 CDK9 CHD1 CSDE1 CSNK1A1 CTDP1 DENR DHX9 EDEM2 EIF2AK4 EIF2D EIF3A EIF3B EIF3D EIF3F EIF3G EIF3L EP300 FURIN FUT8 GALNT1 GSK3A GSK3B GTF2B HDAC1 HEXIM1 HMGA2 HPN IFITM3 INPP5K JUN LARP7 LEF1 MAN1B1 MAN2A1 MCTS1 MDFIC MGAT1 MGAT2 MGAT4A MGAT4B MGAT4C MGAT5 MID2 MOGS MON1B NUCKS1 PAIP1 PARP10 PARP16 PARP9 PCBP2 POU2F3 PRMT1 PSMC3 PTBP1 REST RRP1B RSF1 SHFL SMARCA4 SMARCB1 SNW1 SP1 SPCS1 SPCS3 SSB ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST6GAL1 ST6GALNAC2 ST6GALNAC3 ST6GALNAC4 TAF11 TARBP2 TARDBP TFAP4 TMPRSS2 TRIM11 TRIM13 TRIM14 TRIM21 TRIM27 TRIM31 TRIM32 TRIM62 TRIM8 UBP1 USF1 USF2 ZFP36 ZNF639 GOBP_VIRAL_GENOME_REPLICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VIRAL_GENOME_REPLICATION ADAR ADARB1 AICDA APOBEC3A APOBEC3B APOBEC3C APOBEC3D APOBEC3F APOBEC3G APOBEC3H ATG16L1 ATG16L2 ATG5 BANF1 BCL2 BST2 BTBD17 CCL2 CCL5 CCL8 CCNK CD209 CD28 CLEC4M CNOT7 CTBP1 CTBP2 CXCL8 CXCR6 DDB1 DDX3X DDX5 DDX56 DEK EEF1A1 EIF2AK2 EIF2AK4 FAM111A FBXL2 FKBP6 FMR1 GAS6 GBP7 GRK2 HACD3 HMGA2 HSPA8 HTATSF1 IFI16 IFI27 IFIH1 IFIT1 IFIT5 IFITM1 IFITM2 IFITM3 IFNB1 IFNL3 ILF3 INPP5K ISG15 ISG20 KPNA6 LAMTOR5 LARP1 LTF MAVS MIR221 MIR222 MORC2 MPHOSPH8 MX1 N4BP1 NFIA NOTCH1 NR5A2 NUCKS1 OAS1 OAS2 OAS3 OASL PABPC1 PCBP1 PCBP2 PDE12 PHB1 PIK3C3 PKN2 PLSCR1 PPIA PPIB PPID PPIE PPIH PRKN PROX1 RAD23A RESF1 RNASEL RSAD2 SETDB1 SHFL SLPI SMARCB1 SMC5 SMC6 SRPK1 SRPK2 STAU1 STOM TARBP2 TASOR TBC1D20 TMEM39A TMEM41B TNF TNIP1 TOP2A TOP2B TRIM28 TRIM38 TRIM6 VAPA VAPB VCP YTHDC2 ZBED1 ZC3H12A ZC3HAV1 ZFYVE1 ZNFX1 GOBP_VIRAL_LIFE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VIRAL_LIFE_CYCLE ACE2 ADAR ADARB1 AGTR1 AICDA ANPEP APCS APOBEC3A APOBEC3B APOBEC3C APOBEC3D APOBEC3F APOBEC3G APOBEC3H APOE ARL8B ATG16L1 ATG16L2 ATG5 AVP AVPR1B AXL BANF1 BCL2 BSG BST2 BTBD17 C18orf25 CAV1 CAV2 CCL2 CCL5 CCL8 CCNK CCR5 CD209 CD28 CD4 CD46 CD55 CD74 CD80 CD81 CD86 CDHR3 CDK1 CH25H CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CIITA CLDN1 CLDN6 CLDN9 CLEC4G CLEC4M CLEC5A CNOT7 CR1 CR2 CSNK2B CTBP1 CTBP2 CTSB CTSL CXADR CXCL8 CXCR4 CXCR6 DAG1 DDB1 DDX3X DDX5 DDX56 DDX6 DEK DPP4 DYNLT1 EEF1A1 EFNB2 EFNB3 EGFR EIF2AK2 EIF2AK4 EPHA2 EPS15 F11R FAM111A FBXL2 FCN1 FCN3 FKBP6 FMR1 FURIN GAS6 GBP7 GPR15 GRK2 GSN GYPA HACD3 HAVCR1 HLA-DRB1 HMGA2 HMGB1 HS3ST5 HSP90AB1 HSPA1A HSPA1B HSPA8 HTATSF1 HTR2A HYAL2 ICAM1 IDE IFI16 IFI27 IFIH1 IFIT1 IFIT5 IFITM1 IFITM2 IFITM3 IFNA2 IFNB1 IFNL3 ILF3 INPP5K INSR ISG15 ISG20 IST1 ITCH ITGA2 ITGA5 ITGAV ITGB1 ITGB3 ITGB5 ITGB6 ITGB7 JPT2 KPNA2 KPNA3 KPNA6 LAMP1 LAMP3 LAMTOR5 LARP1 LDLR LGALS1 LGALS9 LRRC15 LRSAM1 LTF LY6E MAVS MID2 MIR221 MIR222 MITD1 MOG MORC2 MPHOSPH8 MRC1 MVB12A MVB12B MX1 N4BP1 NCAM1 NECTIN1 NECTIN2 NECTIN3 NECTIN4 NEDD4 NFIA NMT2 NOTCH1 NPC1 NR5A2 NRP1 NUCKS1 NUP153 OAS1 OAS2 OAS3 OASL P4HB PABPC1 PC PCBP1 PCBP2 PCSK5 PDCD6IP PDE12 PHB1 PIK3C3 PIKFYVE PKN2 PLSCR1 PPIA PPIB PPID PPIE PPIH PRKN PROX1 PTX3 PVR RAB1A RAB1B RAB43 RAB7A RAD23A RESF1 RFPL1 RFPL2 RFPL3 RFPL4A RFPL4AL1 RNASEK RNASEL RPSA RSAD2 SCARB1 SCARB2 SELPLG SERPINB3 SETDB1 SHFL SIGLEC1 SIVA1 SLAMF1 SLC10A1 SLC1A5 SLC20A2 SLC3A2 SLC52A1 SLC52A2 SLC6A19 SLC7A1 SLPI SMARCB1 SMC5 SMC6 SMPD1 SNX3 SPCS1 SRPK1 SRPK2 STAU1 STOM TARBP2 TASOR TBC1D20 TFRC TMEM39A TMEM41B TMPRSS2 TMPRSS4 TNF TNFRSF14 TNFRSF4 TNIP1 TOP2A TOP2B TPCN1 TPCN2 TRIM10 TRIM11 TRIM15 TRIM21 TRIM22 TRIM25 TRIM26 TRIM28 TRIM31 TRIM34 TRIM38 TRIM5 TRIM58 TRIM59 TRIM6 TRIM62 TRIM68 TRIM8 TSG101 TYRO3 USP6NL UVRAG VAMP8 VAPA VAPB VCP VPS18 VPS28 VPS37A VPS37B VPS37C VPS37D VPS4A VPS4B WWP1 WWP2 XPR1 YTHDC2 ZBED1 ZC3H12A ZC3HAV1 ZFYVE1 ZNF502 ZNF639 ZNFX1 GOBP_VIRAL_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VIRAL_PROCESS ACE2 ADAR ADARB1 AGTR1 AICDA AKT1 ANPEP APCS APOBEC3A APOBEC3B APOBEC3C APOBEC3D APOBEC3F APOBEC3G APOBEC3H APOE ARL8B ATG12 ATG16L1 ATG16L2 ATG5 AVP AVPR1B AXL BANF1 BCL2 BCL2L1 BECN1 BICD1 BSG BST2 BTBD17 C18orf25 CALCOCO2 CANX CAV1 CAV2 CCL1 CCL2 CCL3 CCL4 CCL5 CCL8 CCNK CCNT1 CCNT2 CCR5 CD209 CD28 CD4 CD46 CD55 CD74 CD80 CD81 CD86 CDHR3 CDK1 CDK9 CFL1 CH25H CHD1 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CIITA CLDN1 CLDN6 CLDN9 CLEC4G CLEC4M CLEC5A CNOT7 CR1 CR2 CSDE1 CSF1R CSNK1A1 CSNK2B CTBP1 CTBP2 CTDP1 CTSB CTSL CXADR CXCL8 CXCR4 CXCR6 DAG1 DDB1 DDX3X DDX5 DDX56 DDX6 DEK DENR DHX9 DPP4 DYNLT1 EDEM2 EEF1A1 EFNB2 EFNB3 EGFR EIF2AK2 EIF2AK4 EIF2D EIF3A EIF3B EIF3D EIF3F EIF3G EIF3L EP300 EPHA2 EPS15 F11R FAM111A FBXL2 FCN1 FCN3 FKBP6 FMR1 FURIN FUT8 GALNT1 GAS6 GBP7 GFI1 GPR15 GRK2 GSK3A GSK3B GSN GTF2B GYPA HACD3 HAVCR1 HCFC1 HCFC2 HDAC1 HEXIM1 HLA-DRB1 HMGA2 HMGB1 HPN HS3ST5 HSP90AB1 HSPA1A HSPA1B HSPA8 HTATSF1 HTR2A HYAL2 ICAM1 IDE IFI16 IFI27 IFIH1 IFIT1 IFIT5 IFITM1 IFITM2 IFITM3 IFNA2 IFNB1 IFNL3 IGF2R ILF3 INPP5K INSR IRF7 ISG15 ISG20 IST1 ITCH ITGA2 ITGA5 ITGAV ITGB1 ITGB3 ITGB5 ITGB6 ITGB7 JPT2 JUN KPNA2 KPNA3 KPNA6 LAMP1 LAMP3 LAMTOR5 LARP1 LARP7 LDLR LEF1 LGALS1 LGALS9 LIG4 LRRC15 LRSAM1 LTF LY6E MAN1B1 MAN2A1 MAVS MBL2 MCTS1 MDFIC MGAT1 MGAT2 MGAT4A MGAT4B MGAT4C MGAT5 MID2 MIR130A MIR141 MIR221 MIR222 MIR30C1 MITD1 MOG MOGS MON1B MORC2 MPHOSPH8 MRC1 MVB12A MVB12B MX1 N4BP1 NCAM1 NECTIN1 NECTIN2 NECTIN3 NECTIN4 NEDD4 NFIA NMT2 NOTCH1 NPC1 NR5A2 NRP1 NUCKS1 NUP153 OAS1 OAS2 OAS3 OASL P4HB PABPC1 PAIP1 PARD6A PARP10 PARP16 PARP9 PC PCBP1 PCBP2 PCSK5 PDCD6IP PDE12 PHB1 PIK3C3 PIKFYVE PKN2 PLSCR1 POU2F3 PPARA PPIA PPIB PPID PPIE PPIH PRKN PRMT1 PROX1 PSMC3 PTBP1 PTX3 PVR RAB1A RAB1B RAB43 RAB7A RAD23A RAN RCC1 RESF1 REST RFPL1 RFPL2 RFPL3 RFPL4A RFPL4AL1 RNASEK RNASEL RPSA RRP1B RSAD2 RSF1 SCARB1 SCARB2 SELPLG SERPINB3 SETDB1 SHFL SIGLEC1 SIVA1 SLAMF1 SLC10A1 SLC1A5 SLC20A2 SLC3A2 SLC52A1 SLC52A2 SLC6A19 SLC7A1 SLPI SMARCA4 SMARCB1 SMC5 SMC6 SMPD1 SNW1 SNX3 SP1 SPCS1 SPCS3 SRPK1 SRPK2 SSB ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST6GAL1 ST6GALNAC2 ST6GALNAC3 ST6GALNAC4 STAT1 STAU1 STOM TAF11 TARBP2 TARDBP TASOR TBC1D20 TFAP4 TFRC TMEM250 TMEM39A TMEM41B TMPRSS2 TMPRSS4 TNF TNFRSF14 TNFRSF4 TNIP1 TOP2A TOP2B TP53 TPCN1 TPCN2 TRIM10 TRIM11 TRIM13 TRIM14 TRIM15 TRIM21 TRIM22 TRIM25 TRIM26 TRIM27 TRIM28 TRIM31 TRIM32 TRIM34 TRIM38 TRIM5 TRIM58 TRIM59 TRIM6 TRIM62 TRIM68 TRIM8 TSG101 TYRO3 UBP1 USF1 USF2 USP6NL UVRAG VAMP8 VAPA VAPB VCP VPS18 VPS28 VPS37A VPS37B VPS37C VPS37D VPS4A VPS4B WWP1 WWP2 XPR1 YTHDC2 ZBED1 ZC3H12A ZC3HAV1 ZDHHC20 ZDHHC8 ZDHHC9 ZFP36 ZFYVE1 ZNF502 ZNF639 ZNFX1 GOBP_VIRAL_PROTEIN_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VIRAL_PROTEIN_PROCESSING CANX CSNK1A1 EDEM2 FURIN FUT8 GALNT1 GSK3A GSK3B MAN1B1 MAN2A1 MGAT1 MGAT2 MGAT4A MGAT4B MGAT4C MGAT5 MOGS PARP10 PARP16 PARP9 PRMT1 SPCS1 SPCS3 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST6GAL1 ST6GALNAC2 ST6GALNAC3 ST6GALNAC4 GOBP_VIRAL_RELEASE_FROM_HOST_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VIRAL_RELEASE_FROM_HOST_CELL ARL8B CAV2 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 DDB1 IST1 PC PPIA PPID RAB7A TRIM25 TRIM31 TRIM62 TSG101 VAPA VPS37B VPS4A VPS4B ZNF502 GOBP_VIRAL_RNA_GENOME_REPLICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VIRAL_RNA_GENOME_REPLICATION AICDA APOBEC3A APOBEC3B APOBEC3C APOBEC3D APOBEC3F APOBEC3G APOBEC3H ATG16L1 ATG16L2 ATG5 CXCL8 DDX56 FBXL2 FMR1 HMGA2 INPP5K MORC2 MPHOSPH8 PCBP1 PCBP2 PHB1 RESF1 SETDB1 SMARCB1 TASOR TMEM41B TOP2A TOP2B TRIM28 GOBP_VIRAL_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VIRAL_TRANSCRIPTION CCL3 CCL4 CCL5 CCNT1 CCNT2 CDK9 CHD1 CTDP1 DHX9 EP300 GTF2B HDAC1 HEXIM1 HMGA2 HPN IFITM3 INPP5K JUN LARP7 LEF1 MDFIC MID2 MON1B NUCKS1 POU2F3 PSMC3 REST RRP1B RSF1 SMARCA4 SMARCB1 SNW1 SP1 TAF11 TARBP2 TARDBP TFAP4 TRIM11 TRIM13 TRIM14 TRIM21 TRIM27 TRIM31 TRIM32 TRIM62 TRIM8 UBP1 USF1 USF2 ZFP36 ZNF639 GOBP_VIRAL_TRANSLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VIRAL_TRANSLATION ATG12 ATG5 CSDE1 DENR DHX9 EIF2AK4 EIF2D EIF3A EIF3B EIF3D EIF3F EIF3G EIF3L FURIN MCTS1 PAIP1 PCBP2 PTBP1 SHFL SSB TMPRSS2 GOBP_VIRAL_TRANSLATIONAL_TERMINATION_REINITIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VIRAL_TRANSLATIONAL_TERMINATION_REINITIATION EIF3A EIF3B EIF3D EIF3G EIF3L GOBP_VIRION_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VIRION_ASSEMBLY APOE CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 DDX6 LRSAM1 MITD1 MVB12A MVB12B NEDD4 PC PDCD6IP RAB1A RAB1B RAB43 SPCS1 TBC1D20 TSG101 USP6NL VPS28 VPS37A VPS37B VPS37C VPS37D VPS4A VPS4B GOBP_VISUAL_BEHAVIOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VISUAL_BEHAVIOR ABCA7 ABCC8 ADAM2 APP ATP1A2 B3GAT1 B4GALT2 BRAF CDK5 CHRNB2 CTNS DBH DDHD2 DRD1 DRD2 DRD3 DYNLRB1 FOXB1 GNAT1 GNAT2 GRIN1 GRIN2A HIF1A HMGCR HOXA1 HRH1 IFT20 ITGB1 KIT KMT2A KRAS LRRN4 MECP2 MEIS2 NDRG4 NETO1 NF1 NOG NPHP1 NPHP4 NPS OPN4 PDE1B PDE8B PIAS1 PPP1R1B RAG1 RGS14 RIC8A SLC1A2 SLC7A11 SYNGAP1 TAFA2 TANC1 TTC36 TUBA1A GOBP_VITAMIN_A_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VITAMIN_A_METABOLIC_PROCESS ALDH1A2 BCO1 LIPA LRAT RBP1 RBP2 RLBP1 RPE65 GOBP_VITAMIN_B6_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VITAMIN_B6_METABOLIC_PROCESS ALPL PDXK PDXP PNPO PSAT1 GOBP_VITAMIN_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VITAMIN_BIOSYNTHETIC_PROCESS AKR1A1 AKR1B1 BCO1 CYP27A1 CYP27B1 CYP2R1 CYP3A4 GFI1 IFNG NFKB1 PDXK PLTP PNPO PSAT1 RFK RGN SLC19A2 SLC19A3 SLC25A19 SNAI1 SNAI2 THTPA TNF TPK1 UBIAD1 GOBP_VITAMIN_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VITAMIN_CATABOLIC_PROCESS CYP24A1 CYP26A1 CYP26B1 CYP26C1 CYP27B1 CYP2W1 CYP3A4 CYP4F11 CYP4F12 CYP4F2 FGF23 MTHFS PDXP PM20D2 GOBP_VITAMIN_D3_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VITAMIN_D3_METABOLIC_PROCESS CYP27A1 CYP27B1 CYP2R1 CYP3A4 UGT1A3 UGT1A4 GOBP_VITAMIN_D_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VITAMIN_D_BIOSYNTHETIC_PROCESS CYP27A1 CYP27B1 CYP2R1 CYP3A4 GFI1 IFNG NFKB1 SNAI1 SNAI2 TNF GOBP_VITAMIN_D_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VITAMIN_D_METABOLIC_PROCESS CYP11A1 CYP1A1 CYP24A1 CYP27A1 CYP27B1 CYP2R1 CYP3A4 FGF23 GC GFI1 IFNG LGMN LRP2 NFKB1 PIAS4 SNAI1 SNAI2 TNF UGT1A3 UGT1A4 GOBP_VITAMIN_D_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VITAMIN_D_RECEPTOR_SIGNALING_PATHWAY CYP24A1 CYP27B1 KANK2 MED1 MN1 PIM1 RXRA RXRB SNAI2 SNW1 TRIM24 VDR GOBP_VITAMIN_E_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VITAMIN_E_METABOLIC_PROCESS CYP4F12 CYP4F2 NPC1L1 NQO1 PLTP TTPA GOBP_VITAMIN_K_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VITAMIN_K_METABOLIC_PROCESS AIFM2 CBR1 CYP4F11 CYP4F12 CYP4F2 GGCX NQO1 UBIAD1 VKORC1 VKORC1L1 GOBP_VITAMIN_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VITAMIN_METABOLIC_PROCESS AASDHPPT ABCD4 ACP3 AIFM2 AKR1A1 AKR1B1 AKR1C3 ALDH1A2 ALDH1L2 ALPL AMN BCO1 BTD CBR1 CD320 CLYBL CUBN CYP11A1 CYP1A1 CYP24A1 CYP26A1 CYP26B1 CYP26C1 CYP27A1 CYP27B1 CYP2R1 CYP2W1 CYP3A4 CYP4F11 CYP4F12 CYP4F2 DHFR DHFR2 DHFRP1 FGF23 FLAD1 FOLR1 FPGS GC GCLC GFI1 GGCX GSTO1 GSTO2 HLCS IFNG LGMN LIPA LRAT LRP2 MCCC1 MMAA MMAB MMACHC MMADHC MTHFD2 MTHFD2L MTHFS MTR MTRR NFKB1 NNMT NPC1L1 NQO1 PANK2 PDXK PDXP PIAS4 PLTP PM20D2 PNPO PRMT3 PSAT1 RBP1 RBP2 RDH10 RFK RGN RLBP1 RPE65 SHMT1 SHMT2 SLC19A1 SLC19A2 SLC19A3 SLC23A1 SLC23A2 SLC25A19 SLC25A32 SLC2A1 SLC2A3 SLC46A1 SLC52A1 SLC52A2 SLC52A3 SLC5A6 SNAI1 SNAI2 THTPA TKTL1 TNF TPK1 TTPA UBIAD1 UGT1A3 UGT1A4 VKORC1 VKORC1L1 VNN1 VNN2 GOBP_VITAMIN_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VITAMIN_TRANSMEMBRANE_TRANSPORT ABCC5 C2orf83 GC LRP2 SCARB1 SLC19A1 SLC19A2 SLC19A3 SLC22A1 SLC22A2 SLC23A1 SLC23A2 SLC23A3 SLC25A19 SLC25A32 SLC27A1 SLC44A4 SLC46A1 SLC47A1 SLC5A6 STRA6 GOBP_VITAMIN_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VITAMIN_TRANSPORT ABCC1 ABCC5 ABCD4 ABCG2 AFM AMN APOA1 C2orf83 CBLIF CD320 CUBN FOLR1 FOLR2 FOLR3 GC LRP2 NPC1L1 PDPN RTBDN SCARB1 SLC19A1 SLC19A2 SLC19A3 SLC22A1 SLC22A14 SLC22A2 SLC23A1 SLC23A2 SLC23A3 SLC25A19 SLC25A32 SLC27A1 SLC2A1 SLC2A10 SLC2A14 SLC2A2 SLC2A3 SLC2A4 SLC2A6 SLC2A8 SLC35F3 SLC44A4 SLC46A1 SLC47A1 SLC49A4 SLC52A1 SLC52A2 SLC52A3 SLC5A6 STRA6 TCN1 TCN2 TTPA GOBP_VOCALIZATION_BEHAVIOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VOCALIZATION_BEHAVIOR BRINP1 CNTNAP2 DCANP1 DLG4 EXT1 GLI3 MYH14 NEUROG1 NLGN3 NLGN4X NLGN4Y NRXN1 NRXN2 NRXN3 SHANK1 SHANK2 SHANK3 SRPX2 TIFAB GOBP_VOLUNTARY_MUSCULOSKELETAL_MOVEMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VOLUNTARY_MUSCULOSKELETAL_MOVEMENT HIPK2 ITPR1 MAP1A MTOR VPS35 VTI1A XRCC1 GOBP_VOLUNTARY_SKELETAL_MUSCLE_CONTRACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_VOLUNTARY_SKELETAL_MUSCLE_CONTRACTION ACTN3 ATP2A1 MYH7 STRIT1 SYNM TNNT1 GOBP_V_D_J_RECOMBINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_V_D_J_RECOMBINATION ATM BCL11B CYREN DCAF1 DCLRE1C HMGB1 HMGB2 LEF1 LIG1 LIG3 LIG4 NHEJ1 POLB PRKDC RAG1 RAG2 TCF3 XRCC4 YY1 GOBP_WALKING_BEHAVIOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_WALKING_BEHAVIOR ABHD12 AGTPBP1 ARRB2 CACNB4 CEND1 CHD7 CLN8 CNTN2 CTNS DAB1 DMRT3 DRD1 DRD2 EFNB3 EPHA4 FXN GBX1 GLRA1 GLRB HEXA HIPK2 HTRA2 KCNJ10 KLHL1 LARGE1 NPC1 OXR1 SCN1A SPG11 SPTBN4 TRH UCHL1 ZIC1 ZMPSTE24 ZNF212 GOBP_WATER_SOLUBLE_VITAMIN_BIOSYNTHETIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_WATER_SOLUBLE_VITAMIN_BIOSYNTHETIC_PROCESS AKR1A1 AKR1B1 PDXK PNPO PSAT1 RFK RGN SLC19A2 SLC19A3 SLC25A19 THTPA TPK1 GOBP_WATER_SOLUBLE_VITAMIN_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_WATER_SOLUBLE_VITAMIN_METABOLIC_PROCESS AASDHPPT ABCD4 ACP3 AKR1A1 AKR1B1 ALDH1L2 ALPL AMN BTD CLYBL CUBN DHFR DHFR2 DHFRP1 FLAD1 FOLR1 FPGS GCLC GSTO1 GSTO2 HLCS MCCC1 MMAA MMAB MMACHC MMADHC MTHFD2 MTHFD2L MTHFS MTR MTRR NNMT PANK2 PDXK PDXP PM20D2 PNPO PSAT1 RFK RGN SHMT1 SHMT2 SLC19A1 SLC19A2 SLC19A3 SLC23A1 SLC23A2 SLC25A19 SLC25A32 SLC2A1 SLC2A3 SLC46A1 SLC52A1 SLC52A2 SLC52A3 SLC5A6 THTPA TKTL1 TPK1 VNN1 VNN2 GOBP_WATER_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_WATER_TRANSPORT AQP1 AQP10 AQP11 AQP12A AQP12B AQP2 AQP3 AQP4 AQP5 AQP6 AQP7 AQP7B AQP7P3 AQP8 AQP9 AVP CFTR CTNS HAS2 HYAL2 INPP5K LARGE1 MIP MLLT6 NHERF4 PDPN SLC14A1 SLC4A11 SLC5A1 UPK3A GOBP_WHITE_FAT_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_WHITE_FAT_CELL_DIFFERENTIATION ADIG ATF2 CEBPA CTBP1 CTBP2 FABP4 FFAR4 FGF10 NPR2 PDGFRA PER2 PNPLA3 PPARG RETREG1 SIRT1 SNAI2 TBL1XR1 GOBP_WNT_PROTEIN_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_WNT_PROTEIN_SECRETION OPRM1 PORCN PTPN23 TMEM132A VPS35 WLS GOBP_WNT_SIGNALING_PATHWAY_CALCIUM_MODULATING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_WNT_SIGNALING_PATHWAY_CALCIUM_MODULATING_PATHWAY DKK1 FZD4 NLK WNT11 WNT5A GOBP_WNT_SIGNALING_PATHWAY_INVOLVED_IN_HEART_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_WNT_SIGNALING_PATHWAY_INVOLVED_IN_HEART_DEVELOPMENT ALPK2 BMP2 CTNNB1 DKK1 MESP1 MIR19B1 RBPJ SOX17 WNT11 WNT3A WNT5A WNT8A GOBP_WNT_SIGNALING_PATHWAY_INVOLVED_IN_MIDBRAIN_DOPAMINERGIC_NEURON_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_WNT_SIGNALING_PATHWAY_INVOLVED_IN_MIDBRAIN_DOPAMINERGIC_NEURON_DIFFERENTIATION CSNK1D CSNK1E CTNNB1 FZD1 LRP6 RYK WNT1 WNT2 WNT3 WNT3A WNT5A WNT9B GOBP_WOUND_HEALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_WOUND_HEALING ACTB ACTG1 ACTN1 ACVRL1 ADAM17 ADAMTS13 ADAMTS18 ADIPOR2 ADORA2A ADRA2A ADRA2B ADRA2C ADTRP AHNAK AJAP1 AJUBA AK3 ALOX12 ALOX15 ALOX5 ANO6 ANXA1 ANXA2 ANXA5 ANXA6 ANXA8 AP3B1 APCS APOE APOH AQP1 ARFGEF1 ARHGAP24 ARHGAP35 ARHGEF19 ARL8B AXL B4GALT1 BLOC1S3 BLOC1S4 BLOC1S6 C1GALT1C1 C1QTNF1 C4BPB C6orf89 CADM4 CARMIL2 CASK CASP7 CAV1 CAV3 CCN1 CCN4 CD109 CD151 CD34 CD36 CD40 CD40LG CD44 CD59 CD9 CDKN1A CEACAM1 CELA2A CFLAR CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CLASP1 CLASP2 CLDN1 CLDN19 CLDN3 CLDN4 CLEC7A CLIC1 CNN2 COL3A1 COL5A1 COMP CORO1B CPB2 CRK CSRP1 CTSG CX3CL1 CXCR4 CYP4F11 CYP4F2 DAG1 DCBLD2 DDR1 DDR2 DGKA DGKB DGKD DGKE DGKG DGKH DGKI DGKK DGKQ DGKZ DMTN DRD5 DSP DST DTNBP1 DUOX1 DUOX2 EDN1 ELK3 EMILIN1 EMILIN2 ENPP4 ENTPD1 ENTPD2 EPB41L4B EPHB2 EPPK1 ERBB2 ERBB3 EREG EVPL EXT1 F10 F11 F11R F12 F13A1 F13B F2 F2R F2RL1 F2RL2 F2RL3 F3 F5 F7 F8 F9 FAP FBLN1 FCER1G FERMT1 FERMT2 FERMT3 FGA FGB FGF1 FGF10 FGF2 FGFR1OP2 FGG FGL1 FIBP FKBP10 FLNA FN1 FOXA2 FOXC2 FUNDC2 FUT10 FZD6 FZD7 GAS6 GATA1 GATA2 GATA4 GGCX GNA12 GNA13 GNAQ GNAS GP1BA GP1BB GP5 GP6 GP9 GPR4 GPX1 GRHL3 HBB HBEGF HGFAC HIF1A HMOX1 HNF4A HPS4 HPS5 HPS6 HPSE HRAS HRG HSPB1 IGF1 IL1A IL6 IL6ST ILK INS INSL3 ITGA2 ITGA5 ITGB1 ITGB3 ITGB6 ITPK1 JAK2 JAML JMJD1C KANK1 KDR KLKB1 KNG1 KRT1 KRT6A LACRT LCK LCP1 LMAN1 LNPK LRG1 LYN MACF1 MAPK14 MCAM MERTK METAP1 MFSD2B MIA3 MIR1298 MIR15B MIR17 MIR200B MIR221 MIR29A MIR34A MIR451A MIR892B MMP12 MMRN1 MPIG6B MRTFA MSX2 MTOR MYH9 MYL12A MYL9 MYLK MYOF MYOZ1 NDNF NF1 NFATC1 NFE2L2 NLRP6 NOG NOS3 NOTCH2 NOTCH4 NPR2 NRG1 OCLN ODAM P2RX1 P2RY1 P2RY12 PABPC4 PAFAH2 PAK1 PAPSS2 PDCD10 PDGFA PDGFB PDGFRA PDIA2 PDIA3 PDPN PEAR1 PF4 PHLDB2 PIK3CA PIK3CB PIK3CG PLA2G4A PLAT PLAU PLAUR PLCG2 PLEC PLEK PLET1 PLG PLPP3 PLSCR1 POU2F3 PPARA PPARD PPARG PPIA PPL PPP3CA PRCP PRDX2 PRKCA PRKCD PRKCE PRKCQ PRKG1 PROC PROCR PROS1 PROZ PRSS56 PTEN PTK2 PTK7 PTPN6 RAB27A RAB3A RAF1 RAP2B REG3A REG3G RHOA RHOC RREB1 S100A10 SAA1 SCARB1 SCRIB SCUBE1 SDC4 SELP SERPINA1 SERPINA10 SERPINB2 SERPINC1 SERPIND1 SERPINE1 SERPINE2 SERPINF2 SERPING1 SFTA3 SH2B3 SHH SLC11A1 SLC12A2 SLC4A1 SLC6A4 SLC7A11 SMAD3 SMOC2 SMPD1 SPRR3 SRC SRF SRSF6 ST3GAL4 STXBP1 STXBP3 SYK SYT11 SYT7 SYTL4 TAFA5 TBXA2R TEC TFPI TFPI2 TGFB1 TGFB2 TGFBR1 THBD THBS1 TIMP1 TLN1 TLR4 TMEFF2 TNF TNFAIP3 TNFRSF12A TOR1A TPM1 TREML1 TRIM72 TSKU TSPAN32 TSPAN8 TUBB1 TXK TYRO3 UBASH3B USF1 VAV1 VAV2 VAV3 VCL VEGFA VIL1 VKORC1 VPS33B VPS4A VPS4B VTN VWF WAS WFDC1 WNT3A WNT4 WNT5A WNT7A XBP1 YAP1 GOBP_WOUND_HEALING_INVOLVED_IN_INFLAMMATORY_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_WOUND_HEALING_INVOLVED_IN_INFLAMMATORY_RESPONSE F2R HIF1A HMOX1 IL1A MIR17 PPARG TGFB1 TIMP1 TLR4 GOBP_WOUND_HEALING_SPREADING_OF_EPIDERMAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_WOUND_HEALING_SPREADING_OF_EPIDERMAL_CELLS ACVRL1 ADAM17 AJUBA ARHGAP24 CLASP1 CLASP2 COL5A1 FERMT1 FERMT2 HBEGF ITGA5 ITGB1 LRG1 MIR221 MMP12 MSX2 MTOR PHLDB2 PLET1 PTEN RREB1 WNT7A GOBP_WYBUTOSINE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_WYBUTOSINE_METABOLIC_PROCESS LCMT2 TRMT12 TYW1 TYW1B TYW3 TYW5 GOBP_XENOBIOTIC_CATABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_XENOBIOTIC_CATABOLIC_PROCESS ACAA1 ACSL1 CRYZ CYP1A1 CYP1A2 CYP2A6 CYP2B6 CYP2C19 CYP2C8 CYP2C9 CYP2D6 CYP2D7 CYP3A4 CYP3A5 FMO4 GSTM1 GSTM2 GSTM3 GSTM4 GSTO1 NOS1 NR1I2 NUDT15 TPMT UGT1A1 GOBP_XENOBIOTIC_EXPORT_FROM_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_XENOBIOTIC_EXPORT_FROM_CELL ABCA3 ABCB1 ABCB11 ABCC2 ATP7B MIR1-1 MIR129-1 MIR133A1 MIR133B MIR185 MIR186 MIR326 MIR34B MIR451A MIR495 MIR508 MIR873 MIR9-1 OSCP1 PDZK1 RALBP1 SLC15A2 SLC17A3 SLC22A18 SLC22A5 SLC47A1 SLC47A2 GOBP_XENOBIOTIC_GLUCURONIDATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_XENOBIOTIC_GLUCURONIDATION UGT1A1 UGT1A3 UGT1A7 UGT1A8 UGT1A9 UGT2B11 UGT2B28 GOBP_XENOBIOTIC_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_XENOBIOTIC_METABOLIC_PROCESS AADAC ABCB1 ABCB11 ABCC1 ABCC2 ABCC3 ABCC4 ABCC5 ACAA1 ACSL1 ACSM1 ACSM2B ADA AHR AIP AKR1C1 ALDH3A1 AOC2 AOX1 AS3MT BCHE BPHL CAD CBR1 CBR3 CES2 CES3 CMBL CRYZ CYB5B CYP1A1 CYP1A2 CYP1B1 CYP26A1 CYP26B1 CYP2A13 CYP2A6 CYP2A7 CYP2B6 CYP2C18 CYP2C19 CYP2C8 CYP2C9 CYP2D6 CYP2D7 CYP2E1 CYP2F1 CYP2J2 CYP2R1 CYP2S1 CYP2U1 CYP2W1 CYP3A4 CYP3A5 CYP3A7 CYP46A1 CYP4F12 CYP4F2 EPHX1 FMO1 FMO2 FMO4 FMO5 GLYAT GRIN1 GSTA1 GSTA2 GSTA3 GSTA4 GSTA5 GSTM1 GSTM2 GSTM3 GSTM4 GSTO1 GSTO2 GSTP1 GUK1 HNF4A LPO N6AMT1 NAT1 NAT2 NCEH1 NOS1 NQO1 NR1I2 NUDT15 POR RORA RORC S100A12 SLC22A1 SLC22A7 SLC28A2 SLC28A3 SLC29A1 SLC29A3 SLCO1A2 SLCO1B1 SLCO1B3 SLCO2B1 SMOX SULT1A1 SULT1A2 SULT1A3 SULT1A4 SULT1B1 SULT1C3 SULT1C4 SULT2A1 TPMT UGT1A1 UGT1A10 UGT1A3 UGT1A6 UGT1A7 UGT1A8 UGT1A9 UGT2B11 UGT2B15 UGT2B17 UGT2B28 UGT2B7 VKORC1 GOBP_XENOBIOTIC_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_XENOBIOTIC_TRANSMEMBRANE_TRANSPORT ABCA3 ABCB11 ABCC2 ABCC3 ABCC4 ABCC5 ATP8B1 ATRAID SLC19A1 SLC28A2 SLC28A3 SLC29A1 SLC29A2 SLC37A3 SLC47A1 TMEM30A GOBP_XENOBIOTIC_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_XENOBIOTIC_TRANSPORT ABCA3 ABCA8 ABCB1 ABCB11 ABCB5 ABCC1 ABCC10 ABCC11 ABCC2 ABCC3 ABCC4 ABCC5 ABCG2 ATP7B ATP8B1 ATRAID CLDN1 GJA1 MIR1-1 MIR129-1 MIR133A1 MIR133B MIR185 MIR186 MIR326 MIR34B MIR451A MIR495 MIR508 MIR873 MIR9-1 NR1I2 OSCP1 PDZK1 RALBP1 SLC15A2 SLC17A3 SLC18A1 SLC19A1 SLC22A1 SLC22A18 SLC22A2 SLC22A3 SLC22A4 SLC22A5 SLC22A6 SLC22A8 SLC28A2 SLC28A3 SLC29A1 SLC29A2 SLC29A4 SLC2A1 SLC31A1 SLC37A3 SLC43A3 SLC47A1 SLC47A2 SLC7A5 TMEM30A GOBP_XENOBIOTIC_TRANSPORT_ACROSS_BLOOD_BRAIN_BARRIER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_XENOBIOTIC_TRANSPORT_ACROSS_BLOOD_BRAIN_BARRIER ABCB1 ABCC1 ABCC2 ABCG2 SLC22A1 SLC22A2 GOBP_XENOPHAGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_XENOPHAGY ATG16L1 CALCOCO2 IRGM LGALS8 LRSAM1 MAPK3 NOD1 NOD2 OPTN RIPK2 RNF213 RNF31 TBK1 WIPI2 GOBP_XMP_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_XMP_METABOLIC_PROCESS ADSL ATIC GART IMPDH2 PAICS PFAS PPAT GOBP_XYLULOSE_5_PHOSPHATE_METABOLIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_XYLULOSE_5_PHOSPHATE_METABOLIC_PROCESS AKR1A1 CRYL1 DCXR SORD TKT XYLB GOBP_ZINC_ION_IMPORT_ACROSS_PLASMA_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ZINC_ION_IMPORT_ACROSS_PLASMA_MEMBRANE SLC30A1 SLC39A10 SLC39A11 SLC39A12 SLC39A14 SLC39A4 SLC39A5 SLC39A6 SLC39A8 GOBP_ZINC_ION_IMPORT_INTO_ORGANELLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ZINC_ION_IMPORT_INTO_ORGANELLE SLC30A1 SLC30A10 SLC30A2 SLC30A3 SLC30A5 SLC30A6 SLC30A7 SLC30A8 TMEM163 GOBP_ZINC_ION_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ZINC_ION_TRANSPORT MT3 SLC1A1 SLC30A1 SLC30A10 SLC30A2 SLC30A3 SLC30A4 SLC30A5 SLC30A6 SLC30A7 SLC30A8 SLC30A9 SLC39A1 SLC39A10 SLC39A11 SLC39A12 SLC39A13 SLC39A14 SLC39A2 SLC39A3 SLC39A4 SLC39A5 SLC39A6 SLC39A7 SLC39A8 SLC39A9 TMEM163 TRPM2 GOBP_ZYGOTIC_DETERMINATION_OF_ANTERIOR_POSTERIOR_AXIS_EMBRYO https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ZYGOTIC_DETERMINATION_OF_ANTERIOR_POSTERIOR_AXIS_EMBRYO BASP1 DCANP1 NEUROG1 PCSK6 TIFAB WT1 GOBP_ZYMOGEN_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ZYMOGEN_ACTIVATION ANXA2 APOH ASPH BAD BAK1 C1R C1RL CASP8 CD5L CIDEB CLEC3B CPB2 CTSH CTSL CTSZ CUZD1 CYFIP2 DHCR24 ENO1 F11 F12 F9 FADD FGA FGB FGG FURIN GGT1 GGT2P GRIN2A H2BC1 HGFAC HPN IFI16 KLK1 KLKB1 LGMN MASP1 MELTF MMP14 NLRC4 OMA1 PERP PGK1 PLAT PLAU PLAUR PLGRKT PRSS12 PRSS3 RIPK2 RUNX1 S100A10 SERPINE1 SERPINE2 SERPINF2 TBC1D10A THBD THBS1 VSIR GOBP_ZYMOGEN_INHIBITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBP_ZYMOGEN_INHIBITION BCL2L12 CARD16 CARD18 CARD8 CAST CST7 NOL3 XIAP GOCC_90S_PRERIBOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_90S_PRERIBOSOME BMS1 BOP1 ENSG00000275464 HEATR1 IMP3 IMP4 KRI1 MPHOSPH10 NOC2L NOC4L NOL6 NOP14 NOP9 PES1 PWP2 RRP36 RRP7A RRP7BP RSL1D1 SLX9 SRFBP1 TBL3 UTP18 UTP20 UTP4 UTP6 WDR12 WDR3 WDR36 GOCC_9PLUS0_MOTILE_CILIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_9PLUS0_MOTILE_CILIUM CFAP45 DNAH11 DNAH5 ENKUR ODAD4 GOCC_9PLUS0_NON_MOTILE_CILIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_9PLUS0_NON_MOTILE_CILIUM ABCA4 ARL3 ARR3 ATP1A4 BBS4 BBS7 BSG C1orf115 C4orf47 CACNA1F CCDC66 CDHR1 CEP250 CEP290 CERKL CETN1 CETN2 CETN3 CFAP410 CIB2 CNGA1 CNGB1 CNGB3 CRB1 DHRS3 DYNLL2 ENKD1 ENSG00000290147 EYS FAM161A GNA11 GNAQ GNAT1 GNAT2 GNAT3 GNB1 GNGT1 GRK1 GRK4 GRK7 GUCA1A GUCA1B GUCA1C GUCY2D GUCY2F IFT122 IFT140 IFT20 IFT52 IFT57 IFT80 IFTAP IMPG1 INHA IQCB1 KIAA1549 KIF17 KIFAP3 LCA5 LYAR MAGI2 MAK MAP1B MERTK MYO7A MYRIP NAPEPLD NPHP1 NPHP4 NXNL1 OCRL OPN1LW OPN1MW OPN1MW2 OPN1MW3 OPN1SW OPN3 OPN4 PCARE PCDH15 PCDHB13 PCDHB15 PDC PDE6A PDE6B PDE6G PDE6H PEX6 PHLPP2 PHYH PIP4K2A PKHD1 PPEF2 PRCD PROM1 PRPH2 PTGS1 RAB27A RCVRN RD3 RHO ROM1 RP1 RP1L1 RPGR RPGRIP1 RPGRIP1L RRH SAG SDCCAG8 SEPTIN2 SHANK2 SLC24A4 SMO SPATA7 SPTBN5 STX3 TBCC TMEM237 TOPORS TSGA10IP TTC8 TTLL4 TTLL6 TULP1 TULP3 USH1C USH1G USH2A VCAN WDR19 WHRN GOCC_9PLUS2_MOTILE_CILIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_9PLUS2_MOTILE_CILIUM ABHD2 ACE AK1 AK2 AK8 AKAP3 AKAP4 ATG16L1 ATP1A1 ATP1A4 ATP1B1 ATP1B3 ATP2B4 C2CD6 C9orf24 CABCOCO1 CABS1 CABYR CALM1 CALM2 CALM3 CAPZB CATSPER1 CATSPER4 CATSPERB CATSPERD CATSPERE CATSPERG CATSPERZ CCDC172 CCDC181 CCDC34 CCDC38 CCR6 CD52 CETN2 CFAP119 CFAP221 CFAP251 CFAP43 CFAP45 CFAP47 CFAP52 CFAP58 CFAP65 CFAP69 CFAP70 CFAP74 CROCC CST11 CT55 CUL3 DCDC2C DEFB1 DNAH1 DNAH10 DNAH11 DNAH14 DNAH17 DNAH2 DNAH3 DNAH5 DNAH6 DNAH7 DNAH8 DNAH9 DNAI1 DNAI2 DNAJB13 DNALI1 DNHD1 DRC3 DRD2 DYNC2H1 DYNLT4 EFCAB2 EFCAB9 ENKUR ENO4 FLACC1 FSCB FSIP2 GABARAP GARIN2 GAS8 GK2 GSTM3 HSP90AA1 HSPD1 HYAL3 IFT172 IFT27 IFT81 IFT88 IL4I1 IQCG KIF9 LYZL4 LYZL6 MNS1 MORN5 MROH2B NHERF1 NME5 NME8 ODAD4 ODF1 ODF2 ODF3 PACRG PFKM PGAM4 PGK2 PMFBP1 PPP3R2 PRKACA PRKAR1A PTCHD3 QRICH2 RAN RAP1A RHO RNF38 RPGR RSPH1 RSPH4A RSPH6A RSPH9 SAXO1 SAXO2 SCNN1A SEPTIN12 SEPTIN2 SEPTIN4 SEPTIN6 SEPTIN7 SLC22A14 SLC26A3 SLC26A6 SLC26A8 SLC9B1 SLC9B2 SLIRP SPA17 SPACA3 SPACA5 SPACA5B SPACA9 SPAG16 SPAG6 SPATA19 SPATA33 SPATA6 SPATA6L SPATC1L SPEF1 SPEF2 SQSTM1 SSX1 SUN5 TACR1 TACR2 TACR3 TBC1D21 TCP11 TCP11X1 TCTE1 TEKT3 TEKT4 TEKT5 TEX33 TMEM249 TOMM20 TPPP2 TSSK4 TTC29 TTLL3 TTLL8 USP26 VDAC2 VPS13A WBP2NL GOCC_ACETYLCHOLINE_GATED_CHANNEL_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ACETYLCHOLINE_GATED_CHANNEL_COMPLEX CHRFAM7A CHRNA1 CHRNA2 CHRNA3 CHRNA4 CHRNA5 CHRNA6 CHRNA7 CHRNA9 CHRNB1 CHRNB2 CHRNB3 CHRNB4 CHRND CHRNE STXBP5 GOCC_ACETYLTRANSFERASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ACETYLTRANSFERASE_COMPLEX ACTB ACTBL2 ACTG1 ACTL6A ACTL6B ACTL9 ATF2 ATXN7 ATXN7L3 BRD1 BRD8 BRPF1 BRPF3 CREBBP DLD DMAP1 DR1 ENY2 EP300 EP400 EPC1 EPC2 HCFC1 ING3 ING4 ING5 JADE1 JADE2 JADE3 KANSL1 KANSL1L KANSL2 KANSL3 KAT14 KAT2A KAT2B KAT5 KAT6A KAT6B KAT7 KAT8 MAP3K7 MBIP MBTD1 MCRS1 MEAF6 MORF4L1 MORF4L2 MRGBP MSL1 MSL2 MSL3 MSL3P1 NAA10 NAA11 NAA15 NAA16 NAA20 NAA25 NAA30 NAA35 NAA38 NAA50 OGT PHF20 PHF20L1 POLE3 POLE4 POTEE POTEF POTEI POTEJ POTEKP RUVBL1 RUVBL2 SF3B3 SF3B5 SGF29 SUPT20H SUPT20HL1 SUPT20HL2 SUPT3H SUPT7L TADA1 TADA2A TADA2B TADA3 TAF10 TAF12 TAF2 TAF4 TAF5 TAF5L TAF6 TAF6L TAF7 TAF9 TAF9B TRRAP USP22 VPS72 WDR5 YEATS2 YEATS4 ZZZ3 GOCC_ACROSOMAL_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ACROSOMAL_MEMBRANE ACRBP ATP8B3 BSG CAV1 CAV2 CCDC136 CD46 CFAP65 DCST1 DCST2 EQTN FAM170B FLOT2 HYAL3 IZUMO1 MFGE8 PCSK4 PLA1A RAB6A RND2 SERPINA5 SPACA1 SPACA3 SPACA6 TEKT3 TEX101 TMEM190 TMEM225 TMEM95 TRIP11 VPS13B ZPBP GOCC_ACROSOMAL_VESICLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ACROSOMAL_VESICLE ABHD2 ACR ACRBP ACRV1 ACTL7A ACTL9 ADAM15 AKAP3 ARC ATP6V0A2 ATP6V1E2 ATP8B3 BSG CABS1 CALCR CALR CAPN11 CATSPER3 CATSPER4 CAV1 CAV2 CCDC136 CCDC62 CD46 CEP131 CFAP119 CFAP65 CLK3 CRCP CSNK2A2 CT55 CTNNA1 CXADR CYLC1 DCST1 DCST2 DKKL1 DLD DPEP3 DRD2 DYNLT4 ENKUR EPPIN EQTN FAM170B FLOT2 FNDC3A GLIPR1L1 GNAT3 GOLGA1 HEXB HYAL3 IFT20 IFT74 IL4I1 IQCF1 IQUB ITGA1 IZUMO1 KIAA1210 KIT KNL1 LOXL1 LRGUK LY6K LYZL4 LYZL6 MFGE8 MORN2 MORN3 MROH2B NCF2 NOTCH1 NUDT1 PATE4 PCSK4 PLA1A PLA2G10 POMT1 PPFIA3 PRKACA PRKG1 PRSS37 PRSS55 RAB2A RAB2B RAB3A RAB6A RACGAP1 RCBTB2 RND2 SCNN1A SEPTIN14 SERPINA5 SH3GL3 SKIL SLC9A8 SLIRP SNAPIN SPACA1 SPACA3 SPACA4 SPACA5 SPACA5B SPACA6 SPACA7 SPACA9 SPACDR SPAG17 SPAG6 SPAG8 SPAG9 SPAM1 SPATA1 SPATA16 SPESP1 SPINK2 SSH2 STK31 SV2B SYT8 TBC1D21 TBXA2R TCP1 TCP11 TCP11X1 TEKT3 TEX101 TEX22 TEX33 TMEM190 TMEM225 TMEM95 TMPRSS12 TRIM36 TRIP11 TSSK1B TSSK2 TSSK4 TUBA8 VDAC2 VEZT VPS13B ZPBP ZPBP2 GOCC_ACTIN_BASED_CELL_PROJECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ACTIN_BASED_CELL_PROJECTION ABI1 ABI2 ABITRAM ACP3 ACTA1 ACTA2 ACTC1 ACTG2 ACTN2 ADCY6 ADGRA2 ADGRV1 AMN AMN1 ANGPT1 ANKRD24 ANKS4B ANTXR1 AOC3 AP2A1 AQP5 ARF6 ARL4C ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1E1 ATP7A ATP8B1 B4GALT1 BAIAP2 BBS2 CA9 CALB1 CBLIF CD302 CD44 CDC14A CDC42 CDH23 CDHR2 CDHR5 CDK5 CEACAM1 CEACAM16 CEACAM20 CIB1 CIB2 CLCA1 CLIC4 CLRN1 CLRN2 CNP CRB1 CTNNB1 CUBN CXADR CYFIP1 DAG1 DCXR DEF6 DMD DNALI1 DOCK4 DPEP1 DYNC1H1 DYNC2I2 ELMOD3 ENAH ENPP7 EPHA4 EPHB1 EPS8 EPS8L2 ERMN ESPN ESPNL EXOC4 EZR FABP2 FARP1 FAT1 FCHSD2 FCRL3 FGD4 FGF13 FMN2 FMR1 FOXA1 FSCN1 FSCN2 FSCN3 FXR1 FXR2 FZD3 FZD9 GAP43 GPM6A GRXCR1 GRXCR2 HLA-G HOMER2 HYAL2 ICAM2 IFT20 IGF2BP1 INPPL1 IQGAP2 ITGA3 ITGA6 ITGAV ITGB1 ITGB3 IZUMO1R JAM3 KITLG KPTN LCP1 LHFPL5 LOXHD1 LRRK2 LY6G6D MAP2 MORN4 MPP1 MSN MTM1 MTTP MUC20 MYO10 MYO15A MYO1A MYO1B MYO1C MYO1D MYO1E MYO1F MYO1G MYO1H MYO3A MYO3B MYO5A MYO6 MYO7A MYO7B NF2 NGDN NHERF1 NLGN1 NOS1AP OSBPL3 OXTR PAFAH1B1 PALM PCDH15 PDGFA PDGFRA PDPN PDZD7 PDZK1 PJVK PKHD1L1 PLEKHG6 PLS1 PODXL PPP1R9A PPP1R9B PROM1 PROM2 PTPRH RAPGEF3 RAPH1 RDX RHOC RIPOR2 RUFY3 S100P SCIMP SHTN1 SLC10A2 SLC26A2 SLC27A4 SLC38A4 SLC4A7 SLC6A6 SLC7A11 SLC7A5 SLC7A8 SNAP25 SPATA13 SPEF1 SPN SRC STARD10 STRC STRCP1 SYNE2 SYTL1 TBC1D10A TBC1D10C TEK TENM2 TGFB1 TIAM2 TMC1 TMC2 TPRN TRIOBP TRPV4 TSPEAR TTYH1 TUBB3 TWF1 TWF2 UBE2K UBE2Q1 UNC5C USH1C USH2A UTRN VASP VCAM1 VEZT VIL1 WASH3P WHRN WWOX GOCC_ACTIN_CYTOSKELETON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ACTIN_CYTOSKELETON ABL1 ABL2 ABLIM1 ABLIM2 ABLIM3 ABRA ACACA ACKR2 ACTA1 ACTA2 ACTB ACTBL2 ACTC1 ACTG1 ACTL7B ACTL8 ACTL9 ACTN1 ACTN2 ACTN3 ACTN4 ACTR10 ACTR1A ACTR1B ACTR2 ACTR3 ADAM17 ADAM8 ADCY8 ADD1 ADD2 AFAP1 AFAP1L1 AHNAK AIF1 AIF1L AKAP13 ALDOA AMOT AMPH ANG ANKRD23 ANLN ANXA1 APBB3 APC2 ARC ARHGAP21 ARHGAP32 ARHGAP33 ARHGAP35 ARHGAP6 ARHGEF5 ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 ARPC5L ARSJ ASAP1 ATP12A AUTS2 AVIL AXL BAG3 BAIAP2 BAIAP2L1 BARX2 BCAR1 BIN1 BIN2 BIN3 BMF BPIFB4 C10orf90 CALB1 CALD1 CAP1 CAPG CAPN2 CAPZA1 CAPZA2 CAPZA3 CAPZB CARMIL1 CARMIL2 CASK CATIP CCDC102A CD274 CD2AP CDC42BPA CDC42BPB CDC42EP3 CDC42EP4 CDH1 CDH2 CENPQ CFL1 CFL2 CGN CGNL1 CIB2 CLDN5 CLIC4 CLIC5 CNN1 CNN2 CNN3 CNR1 COBL CORIN CORO1A CORO1B CORO1C CORO2B COTL1 CRK CROCC CRYAB CTNNA1 CTNNA2 CTTN CTTNBP2 CTTNBP2NL DAAM1 DAPK1 DBN1 DBNL DCTN2 DCTN3 DCTN4 DCTN5 DCTN6 DDR2 DENND2A DGKH DHX9 DIAPH1 DIAPH2 DIAPH3 DLC1 DMTN DNAJA3 DOCK5 DPYSL3 DSTN DUSP22 DYNLL2 EEF1A1 EFR3B EPB41L2 EPHA3 ESPN EZR FAM107A FBLIM1 FCHSD1 FER FERMT2 FERMT3 FGR FHDC1 FHL3 FHOD1 FILIP1 FKBP15 FLII FLNA FLNB FLOT1 FLOT2 FLT1 FMN1 FMN2 FOXA3 FSCN1 FSCN2 FSCN3 FYB1 FYN GABARAP GAS2 GAS2L1 GAS2L2 GAS2L3 GAS7 GBP1 GDPD2 GFRAL GJB6 GSN GYS2 H1-0 HAP1 HAX1 HCK HFE HNRNPC HNRNPK HSPB7 IFIT5 ILK INF2 INTS6 IPP IQCG IQGAP1 IQGAP2 ITPKA JAM3 KALRN KANSL2 KAT2B KEAP1 KIF9 KLHL14 KLHL17 KLHL2 KLHL20 KNCN KNTC1 KPTN KRT19 LAD1 LANCL2 LASP1 LCP1 LDB3 LIMA1 LIMCH1 LIMD2 LLGL1 LLGL2 LMOD1 LMOD2 LMOD3 LPP LPXN LSP1 MACF1 MAEA MARCKS MARK2 MED28 MICAL1 MICAL2 MICALL2 MISP MLPH MPP4 MPRIP MSRA MSRB1 MST1R MTPN MTSS1 MTSS2 MYADM MYH1 MYH10 MYH11 MYH13 MYH14 MYH15 MYH16 MYH2 MYH3 MYH4 MYH6 MYH7 MYH7B MYH8 MYH9 MYL1 MYL11 MYL12A MYL12B MYL2 MYL3 MYL4 MYL5 MYL6 MYL6B MYL7 MYL9 MYLK MYLK3 MYO10 MYO15A MYO16 MYO18A MYO18B MYO19 MYO1A MYO1B MYO1C MYO1D MYO1E MYO1F MYO1G MYO1H MYO3A MYO3B MYO5A MYO5B MYO5C MYO6 MYO7A MYO7B MYO9A MYO9B MYOT MYOZ1 MYOZ2 MYOZ3 MYRIP MYZAP NCKAP1 NCOA5 NDC1 NEB NEBL NEURL1B NEXN NF2 NHERF1 NOS1AP NPFFR2 NPM3 NTN1 ONECUT2 OPHN1 PAK1 PALLD PARVA PARVB PARVG PAWR PDCD6IP PDLIM1 PDLIM2 PDLIM3 PDLIM4 PDLIM5 PDLIM7 PDXP PEAK1 PEAK3 PGM5 PJVK PKD2L1 PKNOX2 PLEKHH2 PLS1 PLS3 POF1B POTEE POTEF POTEI POTEJ POTEKP PPP1R12A PPP1R9A PPP1R9B PRICKLE4 PRKCB PRKCZ PSTPIP1 PSTPIP2 PTK2 PTPN12 PVALEF PXN RAB22A RAB5A RAC1 RAC2 RAC3 RAPGEF3 RARA RCSD1 RDX RFLNA RFLNB RGS22 RHOQ RHOU RIGI RINL RND1 ROR1 RTKN SAMD14 SCIN SCNN1D SEPTIN11 SEPTIN12 SEPTIN2 SEPTIN7 SEPTIN9 SH2B2 SH3GL1 SH3PXD2A SH3PXD2B SHLD2 SHROOM1 SHROOM2 SHROOM3 SHROOM4 SIPA1L1 SIPA1L3 SLC2A1 SMTN SMTNL1 SMTNL2 SNAP25 SNCA SNX9 SORBS1 SORBS2 SPECC1 SPECC1L SPPL2B SPRY2 SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 SRC SRCIN1 STK17B STK38L STOML2 SVIL SWAP70 SYNPO SYNPO2 SYNPO2L TAF5 TAGLN2 TAGLN3 TAOK2 TAX1BP3 TEK TFPT TJP1 TLN2 TLNRD1 TMEM63B TMOD1 TMOD2 TMOD3 TMOD4 TNNC1 TNNC2 TNNI1 TNNI2 TNNI3 TNNT1 TNNT2 TNNT3 TNS3 TOPBP1 TPM1 TPM2 TPM3 TPM4 TRIOBP TRIP6 TRMT10A TRPV4 TSC1 TSPAN5 TTC17 TWF1 TWF2 USH1G VASP VCAM1 VCL VIL1 VILL VPS18 WAS WASF1 WASF2 WASL WDR1 WHRN WIPF1 XIRP1 XIRP2 YES1 ZNF74 ZYX GOCC_ACTIN_FILAMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ACTIN_FILAMENT ACKR2 ACTA1 ACTB ACTBL2 ACTC1 ACTG1 ACTL8 ACTL9 ACTN1 ACTN2 ACTN3 AIF1 AIF1L AMOT ANXA1 APC2 ARHGAP6 ARPC3 AVIL CARMIL1 CD2AP COBL CORO1A CORO1B COTL1 CTTN DIAPH1 DIAPH2 DIAPH3 DMTN DNAJA3 DPYSL3 DUSP22 ESPN EZR FHDC1 FLNA FMN1 FYN GAS2 GAS2L1 GAS2L2 GAS2L3 GAS7 GDPD2 GJB6 HCK INF2 IQGAP1 JAM3 KEAP1 LCP1 LDB3 LMOD1 LMOD2 MARK2 MICAL1 MICAL2 MISP MYO18B MYO1A MYO1B MYO1C MYO3A MYO5A MYO6 MYO9A MYO9B NCKAP1 PAK1 PALLD PAWR PDLIM1 PDLIM2 PDLIM3 PDLIM4 PDLIM5 PDLIM7 PLS1 PLS3 POF1B POTEE POTEF POTEI POTEJ POTEKP PRICKLE4 PSTPIP1 PSTPIP2 RAC1 RAC2 RAC3 RCSD1 RHOQ SH2B2 SHROOM4 SMTN SMTNL1 SMTNL2 SPECC1 SPECC1L SPTBN4 SRC TEK TFPT TMOD1 TPM1 TPM2 TPM3 TPM4 TSC1 TWF1 TWF2 VPS18 WAS WHRN WIPF1 YES1 GOCC_ACTIN_FILAMENT_BUNDLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ACTIN_FILAMENT_BUNDLE ABLIM1 ABLIM3 ACTA1 ACTA2 ACTL8 ACTN1 BAG3 CNN2 CORO1B CRYAB DAAM1 DCTN4 FAM107A FBLIM1 FERMT2 FHL3 FHOD1 FLNA FLNB FSCN1 GAS2L1 GAS2L2 ILK LCP1 LDB3 LIMA1 LIMCH1 LPP MARCKS MICALL2 MST1R MYH10 MYH14 MYH6 MYH7 MYH9 MYL12A MYL12B MYL9 MYLK MYO1C NEBL PALLD PDLIM1 PDLIM2 PDLIM3 PDLIM4 PDLIM5 PDLIM7 PGM5 PLS1 PLS3 PRICKLE4 PRKCZ PTK2 PXN RFLNA RFLNB ROR1 SEPTIN11 SEPTIN12 SEPTIN7 SEPTIN9 SH2B2 SHROOM4 SIPA1L3 SORBS1 SYNPO SYNPO2 TEK TLNRD1 TPM1 TPM3 TPM4 TRIP6 VIL1 XIRP1 XIRP2 ZYX GOCC_ACTIVIN_RECEPTOR_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ACTIVIN_RECEPTOR_COMPLEX ACVR1 ACVR1B ACVR1C ACVR2A ACVR2B TGFBR1 GOCC_ACTOMYOSIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ACTOMYOSIN ABLIM1 ABLIM3 ACTA1 ACTA2 ACTL8 ACTN1 BAG3 CDC42BPA CDC42BPB CNN2 CORO1B DAAM1 DBN1 DCTN4 FAM107A FBLIM1 FERMT2 FHL3 FHOD1 FLNB FSCN1 GAS2L1 GAS2L2 ILK KAT2B LCP1 LDB3 LIMA1 LIMCH1 LPP MICALL2 MST1R MYH10 MYH14 MYH6 MYH7 MYH9 MYL12A MYL12B MYL9 MYLK MYO18A MYO1C NEBL PALLD PDCD6IP PDLIM1 PDLIM2 PDLIM3 PDLIM4 PDLIM5 PDLIM7 PGM5 PRICKLE4 PRKCZ PTK2 PXN ROR1 SEPTIN11 SEPTIN12 SEPTIN7 SEPTIN9 SH2B2 SHROOM4 SIPA1L3 SORBS1 SYNPO SYNPO2 TEK TLNRD1 TPM1 TPM3 TPM4 TRIP6 XIRP1 XIRP2 ZYX GOCC_ADHERENS_JUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ADHERENS_JUNCTION ABI2 ACTB ADAM10 ADAM15 ADD1 AFDN AHI1 AJAP1 AJM1 AJUBA ALOX15B ANXA1 ANXA2 APC ARHGAP24 ARVCF BAIAP2 BAIAP2L1 BMPR2 CAMSAP3 CCDC85A CCDC85B CCDC85C CD99L2 CDC42EP1 CDC42EP4 CDCA3 CDH1 CDH10 CDH11 CDH12 CDH13 CDH15 CDH17 CDH18 CDH19 CDH2 CDH20 CDH22 CDH24 CDH26 CDH3 CDH4 CDH5 CDH6 CDH7 CDH8 CDH9 CDHR3 CEACAM1 CNN3 CRB1 CTNNA1 CTNNA2 CTNNA3 CTNNB1 CTNND1 CTNND2 CXADR CYTH1 CYTH2 CYTH3 DAG1 DLG1 DLG2 DLG3 DLG4 DLG5 DLL1 DSC2 DSP EFNA5 EFNB2 EIF4G2 EPB41L5 EPHA4 ESAM EZR FAT2 FER FERMT2 FLOT1 FLOT2 FMN1 FRMD4A FRMD4B FRMD5 FRS2 HMCN1 IGSF21 ITGA6 JAG1 JCAD JUP KIFC3 KLHL24 KRT18 LAMA3 LDB3 LIMD1 LIN7A LIN7B LIN7C LLGL1 LLGL2 LRRC7 LYN MAGI1 MPP3 MPP4 MPP7 MSN MYH9 MYO1E NDRG1 NECTIN1 NECTIN2 NECTIN3 NECTIN4 NEXN NF2 NIBAN2 NOTCH1 NPHP1 OXTR PAK4 PALS1 PARD3 PARD3B PARK7 PDLIM1 PDLIM2 PDLIM3 PDLIM4 PDLIM5 PDLIM7 PDZD11 PGM5 PIP5K1C PKP1 PKP2 PKP3 PKP4 PLEKHA7 PLPP3 POF1B PPP1CA PPP1R9B PRICKLE4 PTPRK PTPRM PVR RAB10 RDX RND1 S100A11 SCRIB SDCBP SH3BP1 SHROOM1 SHROOM2 SHROOM3 SHROOM4 SMAD7 SNAP23 SORBS1 SPTBN4 SSX2IP STXBP6 SYNM TBCD TJP1 TJP2 TLN1 TMEM204 TMEM47 TMOD3 TNK2 TNKS1BP1 TRIM29 TRPV4 TSPAN33 VCL VEGFA VEZT WNK3 WTIP ZYX GOCC_AGGRESOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_AGGRESOME BAG3 CABIN1 CARD14 DVL2 EDEM1 EEF2 EPS15 FGR HDAC6 HOXC9 HOXD3 HSPA1A HSPA1B HSPB7 KLF8 KLHL14 POLD1 PRDM16 PRKCQ PRKN PSEN1 RANGAP1 RNF32 SFMBT2 SLC2A14 SLC2A3 SQSTM1 STRADB TDP2 TRIM37 UBD UBQLN1 URB2 XRN2 ZBTB14 GOCC_ALPHA_BETA_T_CELL_RECEPTOR_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ALPHA_BETA_T_CELL_RECEPTOR_COMPLEX CD247 CD3D CD3E CD3G PTPN6 TRAC TRAV27 TRBC1 TRBC2 TRBV19 GOCC_ALPHA_DNA_POLYMERASE_PRIMASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ALPHA_DNA_POLYMERASE_PRIMASE_COMPLEX MCM3 POLA1 POLA2 PRIM1 PRIM2 GOCC_ALVEOLAR_LAMELLAR_BODY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ALVEOLAR_LAMELLAR_BODY ABCA3 CTSH LAMP3 NAPSA RAB7A SFTPB SFTPC GOCC_AMINOACYL_TRNA_SYNTHETASE_MULTIENZYME_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_AMINOACYL_TRNA_SYNTHETASE_MULTIENZYME_COMPLEX AIMP1 AIMP2 DARS1 EEF1E1 EPRS1 IARS1 KARS1 LARS1 MARS1 QARS1 RARS1 GOCC_AMPA_GLUTAMATE_RECEPTOR_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_AMPA_GLUTAMATE_RECEPTOR_COMPLEX ABHD12 ABHD6 CACNG2 CACNG3 CACNG4 CACNG5 CACNG7 CACNG8 CNIH2 CNIH3 CPT1C DLG3 DLG4 GRIA1 GRIA2 GRIA3 GRIA4 OLFM2 OLFM3 PORCN SHISA6 SHISA7 SHISA8 SHISA9 VWC2 VWC2L GOCC_AMPHISOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_AMPHISOME CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 LRRK2 SQSTM1 GOCC_AMPHISOME_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_AMPHISOME_MEMBRANE CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 GOCC_ANAPHASE_PROMOTING_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ANAPHASE_PROMOTING_COMPLEX ANAPC1 ANAPC10 ANAPC11 ANAPC13 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 BUB1B CDC16 CDC20 CDC20B CDC23 CDC26 CDC27 CUL7 FZR1 UBE2C UBE2S GOCC_ANCHORING_JUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ANCHORING_JUNCTION ABCB11 ABCB4 ABCC2 ABI2 ACTB ACTC1 ACTG1 ACTN1 ACTN2 ACTN3 ACTN4 ACTR2 ACTR3 ADA ADAM10 ADAM15 ADAM17 ADAM9 ADCYAP1R1 ADD1 ADD3 ADGRB1 ADGRE5 ADGRL3 AFAP1 AFAP1L1 AFDN AHI1 AHNAK AIF1L AJAP1 AJM1 AJUBA AKAP12 AKAP6 AKT1 ALCAM ALKBH6 ALOX15B AMBRA1 AMOT AMOTL1 AMOTL2 AMTN ANK2 ANK3 ANKRD23 ANO7 ANXA1 ANXA2 ANXA5 ANXA6 AOC1 APBB1IP APC APP AQP3 AQP7 ARF1 ARF6 ARHGAP17 ARHGAP21 ARHGAP22 ARHGAP24 ARHGAP26 ARHGAP31 ARHGEF2 ARHGEF5 ARHGEF6 ARHGEF7 ARL14EP ARL2 ARMC5 ARPC1B ARPC2 ARPC3 ARPC5 ARPC5L ARVCF ASAP3 ASH1L ATAT1 ATN1 ATP1A2 ATP1B1 ATP6V0A2 ATP6V0C AVIL B2M B4GALT1 BAIAP2 BAIAP2L1 BAIAP2L2 BBLN BCAR1 BCAR3 BIN2 BMPR2 BSG BVES C1QTNF5 CADM1 CADM3 CADM4 CALB2 CALR CAMSAP3 CAP1 CAPN1 CAPN2 CAPN5 CASK CASS4 CAT CAV1 CAV2 CAV3 CBL CCDC85A CCDC85B CCDC85C CCDC88C CCN3 CCND1 CD151 CD2 CD2AP CD3E CD44 CD46 CD53 CD59 CD81 CD9 CD99 CD99L2 CDC42 CDC42BPA CDC42BPB CDC42EP1 CDC42EP4 CDCA3 CDH1 CDH10 CDH11 CDH12 CDH13 CDH15 CDH17 CDH18 CDH19 CDH2 CDH20 CDH22 CDH24 CDH26 CDH3 CDH4 CDH5 CDH6 CDH7 CDH8 CDH9 CDHR2 CDHR3 CDK4 CDSN CEACAM1 CFL1 CGN CGNL1 CHP1 CIB2 CLASP1 CLASP2 CLCA2 CLDN1 CLDN10 CLDN11 CLDN12 CLDN14 CLDN15 CLDN16 CLDN17 CLDN18 CLDN19 CLDN2 CLDN20 CLDN22 CLDN23 CLDN24 CLDN25 CLDN3 CLDN34 CLDN4 CLDN5 CLDN6 CLDN7 CLDN8 CLDN9 CLIC4 CLMP CLTC CNKSR1 CNN1 CNN2 CNN3 CNTNAP1 CNTNAP2 COL13A1 COL17A1 CORO1A CORO1B CORO1C CORO2B CPNE3 CRB1 CRB2 CRB3 CSK CSPG4 CSRP1 CSRP2 CTNNA1 CTNNA2 CTNNA3 CTNNB1 CTNND1 CTNND2 CTTN CXADR CXCR4 CYFIP1 CYTH1 CYTH2 CYTH3 DAB2 DAG1 DBN1 DBNL DCAF6 DCTN4 DDR2 DES DIXDC1 DLC1 DLG1 DLG2 DLG3 DLG4 DLG5 DLL1 DMD DNM2 DNMBP DOCK5 DOCK7 DPP4 DSC1 DSC2 DSC3 DSG1 DSG2 DSG3 DSG4 DSP DST DSTYK DUOX2 ECT2 EFNA5 EFNB2 EFS EGFR EHD3 EIF4G2 ENAH ENG EPB41L2 EPB41L3 EPB41L4B EPB41L5 EPCAM EPHA2 EPHA4 EPPK1 ERBIN ESAM EVL EVPL EZR F11R FAM107A FAP FAT1 FAT2 FBF1 FBLIM1 FBLN7 FBP2 FCHSD2 FER FERMT1 FERMT2 FERMT3 FES FGF13 FGFR3 FGFR4 FGFRL1 FHL1 FHL2 FHL3 FHOD1 FLCN FLII FLNA FLNB FLNC FLOT1 FLOT2 FLRT1 FLRT2 FLRT3 FLT1 FMN1 FOCAD FRMD4A FRMD4B FRMD5 FRMD6 FRMPD2 FRS2 FSCN1 FXYD1 FYB1 FZD1 FZD2 FZD4 FZD5 G3BP1 GAB1 GAK GDI2 GFRAL GIT1 GIT2 GJA1 GJA10 GJA3 GJA4 GJA5 GJA8 GJA9 GJB1 GJB2 GJB3 GJB4 GJB5 GJB6 GJB7 GJC1 GJC2 GJC3 GJD2 GJD3 GJD4 GJE1 GNA12 GNA13 GNB2 GRB2 GRB7 GRHL2 GRIA1 GSN HACD3 HAVCR2 HCK HEG1 HEPACAM HMCN1 HMGA1 HNRNPK HPN HSP90B1 HSPA1A HSPA1B HSPA5 HSPA8 HSPA9 HSPB1 HSPG2 HYOU1 ICAM1 IGF2R IGSF11 IGSF21 IGSF5 IL16 IL1RL1 ILDR1 ILDR2 ILK IQGAP1 IQGAP3 IRF2 ITGA1 ITGA11 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA6 ITGA8 ITGAV ITGB1 ITGB1BP1 ITGB2 ITGB3 ITGB4 ITGB5 ITGB6 ITGB7 ITGB8 ITGBL1 ITK JAG1 JAK1 JAK2 JAM2 JAM3 JAML JCAD JUP KAZN KCNA1 KCNA2 KCNA5 KCND2 KCNJ2 KDF1 KDR KIAA1210 KIF23 KIFC3 KIRREL1 KIRREL2 KIRREL3 KIT KLF11 KLHL24 KRAS KRIT1 KRT18 KRT8 L1CAM LAMA1 LAMA3 LAMTOR3 LAP3 LASP1 LAT LAYN LCP1 LCP2 LDB3 LIMA1 LIMD1 LIMK1 LIMS1 LIMS2 LIN7A LIN7B LIN7C LLGL1 LLGL2 LMLN LMO7 LPP LPXN LRP1 LRRC7 LSR LYN MAGI1 MAGI2 MAGI3 MAP2K1 MAP2K2 MAP4K4 MAPK1 MAPK15 MAPK3 MAPRE1 MAPRE2 MARCKS MARVELD2 MARVELD3 MCAM MDC1 MICALL2 MIP MISP MME MMP14 MPDZ MPP1 MPP2 MPP3 MPP4 MPP7 MPRIP MPZL1 MRC2 MSN MTDH MXRA8 MYADM MYH1 MYH2 MYH9 MYO1E MYZAP NCK1 NCKAP1 NCSTN NDRG1 NECTIN1 NECTIN2 NECTIN3 NECTIN4 NEDD9 NEXN NF2 NFASC NGFR NHERF2 NHERF4 NHS NIBAN2 NME2 NOS1AP NOTCH1 NOX1 NOX4 NPHP1 NPHP4 NPHS1 NPHS2 NPM1 NRAP NRP1 NUMB OBSL1 OCEL1 OCLN OPALIN OXTR P2RX7 P4HB PABPC1 PACSIN2 PAK1 PAK2 PAK4 PALLD PALS1 PALS2 PANX1 PANX2 PANX3 PARD3 PARD3B PARD6A PARD6B PARD6G PARK7 PARVA PARVB PARVG PATJ PCBP2 PCDH1 PCDH12 PCDH9 PCDHGA12 PDCD6IP PDGFRB PDIA3 PDLIM1 PDLIM2 PDLIM3 PDLIM4 PDLIM5 PDLIM7 PDPK1 PDPN PDXP PDZD11 PDZD2 PEAK1 PEAK3 PECAM1 PERP PFN1 PGM5 PHLDB2 PI4KA PIK3CA PIK3R1 PIK3R2 PIKFYVE PIP5K1A PIP5K1C PKD2 PKN2 PKP1 PKP2 PKP3 PKP4 PLAU PLAUR PLCG1 PLEC PLEKHA7 PLEKHG5 PLPP3 PLXDC1 PMP22 PNN PODXL POF1B POLDIP2 PPFIA1 PPFIBP1 PPIA PPIB PPL PPP1CA PPP1CB PPP1CC PPP1R12A PPP1R9B PPP3CA PRAG1 PRICKLE4 PRIMA1 PRKAR2A PRKCD PRKCG PRKCH PRKCI PRKCZ PRKD1 PROCR PRUNE1 PRX PTK2 PTK2B PTK7 PTPN12 PTPN6 PTPRA PTPRC PTPRJ PTPRK PTPRM PTPRU PVR PXN RAB10 RAB13 RAB21 RAC1 RAC2 RAI14 RALA RANGRF RAP1A RAP1B RAP2B RAP2C RAPGEF2 RASIP1 RDX REXO2 RHO RHOA RHOB RHOG RHOU RIGI RND1 RND3 RPGRIP1L RPL10A RPL12 RPL13A RPL18 RPL19 RPL22 RPL23 RPL27 RPL3 RPL30 RPL31 RPL37A RPL38 RPL4 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPS10 RPS11 RPS13 RPS14 RPS15 RPS16 RPS17 RPS18 RPS19 RPS2 RPS29 RPS3 RPS3A RPS4X RPS5 RPS7 RPS8 RPS9 RRAS RRAS2 RSU1 RTN4 RUFY3 S100A11 S100A7 SAPCD2 SCARB2 SCARF2 SCIN SCN1A SCN1B SCN2A SCN4B SCN5A SCRIB SDC4 SDCBP SDCCAG8 SENP1 SGCA SGSM3 SH3BP1 SH3GL1 SH3KBP1 SH3PXD2A SH3PXD2B SHC1 SHROOM1 SHROOM2 SHROOM3 SHROOM4 SIGMAR1 SIPA1L3 SIRT2 SKAP1 SLC2A1 SLC2A2 SLC31A1 SLC3A2 SLC4A2 SLC6A4 SLC8A1 SLC8A3 SLC9A1 SLC9A5 SMAD7 SMPX SNAP23 SNTA1 SNTB1 SNTB2 SORBS1 SORBS2 SORBS3 SPECC1L SPRY4 SPTBN2 SPTBN4 SRC SRCIN1 SRP68 SSH2 SSX2IP STARD10 STARD8 STEAP1 STRN STX16 STX3 STXBP6 SV2A SVIL SYMPK SYNE2 SYNM SYNPO SYNPO2 TADA1 TBC1D2 TBCD TCHP TEK TES TGFB1I1 TGFBR1 TGM2 THEMIS THSD1 THY1 TIAM1 TJAP1 TJP1 TJP2 TJP3 TLE2 TLN1 TLN2 TM4SF20 TMEM204 TMEM47 TMEM65 TMOD3 TNC TNFSF13B TNK2 TNKS1BP1 TNS1 TNS2 TNS3 TNS4 TPM4 TRAF4 TRIM15 TRIM29 TRIOBP TRIP6 TRPC4 TRPC6 TRPV4 TSPAN33 TSPAN4 TSPAN9 TWF1 UBA1 UBN1 UBOX5 USP33 USP53 VAMP5 VANGL2 VAPA VASP VAV1 VCL VEGFA VEZT VIM VSIG10 VSIG10L2 WAS WASF1 WASF2 WDR1 WNK3 WNK4 WTIP XIRP1 XIRP2 YAP1 YBX3 YES1 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ ZAP70 ZFYVE21 ZNF185 ZYX GOCC_ANKYRIN_1_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ANKYRIN_1_COMPLEX ANK1 AQP1 EPB42 GYPA GYPB RHAG RHCE SLC4A1 GOCC_ANNULATE_LAMELLAE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ANNULATE_LAMELLAE BICD2 EIF5A RANBP2 TNPO3 XPO1 GOCC_APICAL_CORTEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_APICAL_CORTEX FABP1 FABP2 INSC MYO5B PRKCZ SAPCD2 SPTBN5 TCHP GOCC_APICAL_DENDRITE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_APICAL_DENDRITE CLU CPEB3 FLNA GSK3A MAP1B MAP2 MYO1D NEURL1 NSMF OSBP2 PTK2B SEZ6 SLC17A8 SLC1A1 SLC4A10 YKT6 GOCC_APICAL_JUNCTION_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_APICAL_JUNCTION_COMPLEX ACTB ACTG1 ADCYAP1R1 AJM1 AMOT AMOTL1 AMOTL2 ANK3 AOC1 APC ARHGAP17 ARHGEF2 ASH1L BVES C1QTNF5 CAMSAP3 CCDC85C CCND1 CDH1 CDH5 CDK4 CGN CGNL1 CLDN1 CLDN10 CLDN11 CLDN12 CLDN14 CLDN15 CLDN16 CLDN17 CLDN18 CLDN19 CLDN2 CLDN20 CLDN22 CLDN23 CLDN24 CLDN25 CLDN3 CLDN34 CLDN4 CLDN5 CLDN6 CLDN7 CLDN8 CLDN9 CLMP CRB1 CRB2 CRB3 CTNNA1 CTNNB1 CTNND1 CXADR CYTH1 CYTH2 CYTH3 DLG1 DLG3 ECT2 EPB41L4B EPCAM EPPK1 ESAM F11R FBF1 FRMD4A FRMD4B FRMD6 FRMPD2 FZD5 IGSF5 ILDR1 ILDR2 JAM2 JAM3 JAML JUP KIFC3 LIN7A LIN7B LIN7C LSR MAGI1 MAGI2 MAGI3 MAPK15 MARVELD2 MARVELD3 MICALL2 MPDZ MPP7 MTDH MXRA8 NECTIN1 NECTIN2 NECTIN3 NHERF4 NHS NPHP1 NPHP4 OCEL1 OCLN PALS1 PARD3 PARD3B PARD6A PARD6B PARD6G PATJ PDCD6IP PKN2 PLEKHA7 PLXDC1 PMP22 POF1B PRKCI PRKCZ RAB13 RAP2B RAP2C RAPGEF2 RHOA RIGI RPGRIP1L SAPCD2 SH3BP1 SHROOM1 SHROOM2 SHROOM3 SHROOM4 SORBS1 STRN SYMPK SYNPO TBCD TGFBR1 TJAP1 TJP1 TJP2 TJP3 TRAF4 UBN1 USP53 VAPA VASP WNK3 WNK4 YBX3 GOCC_APICAL_PART_OF_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_APICAL_PART_OF_CELL ABCB1 ABCB11 ABCB4 ABCC1 ABCC11 ABCC2 ABCC4 ABCC5 ABCG2 ABCG5 ABCG8 ACE2 ACP3 ACTG1 ACVR1 ACY3 ADAM17 ADCY10 ADCY8 ADGRF5 ADGRG2 ADRB2 AGER AHCYL1 AJAP1 AJM1 AKR1A1 AMN ANK2 ANO1 ANXA1 ANXA13 AP2A1 APP AQP1 AQP10 AQP2 AQP5 AQP6 AQP8 ARHGEF18 ASPM ATP12A ATP1A1 ATP1B1 ATP1B2 ATP1B3 ATP2B2 ATP4A ATP4B ATP6V0A4 ATP6V0D1 ATP6V0D2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1E1 ATP6V1G1 ATP7A ATP8B1 BMPR2 BST2 BYSL C1QTNF5 C2CD2L C5AR1 C5AR2 CA12 CA14 CA2 CA4 CASR CBLIF CD300LG CD34 CD36 CD44 CDC42 CDH2 CDHR2 CDHR5 CEACAM1 CEACAM20 CEACAM5 CEACAM6 CEACAM7 CETN2 CFAP126 CFTR CHL1 CHRNA7 CIB1 CLCA4 CLCN5 CLDN1 CLDN4 CLDND1 CLIC4 CLIC5 CNKSR3 CNTFR CPO CRB1 CRB2 CRB3 CSPG4 CTNNB1 CTSB CTSK CTSL CUBN CYBRD1 CYP4A11 CYP4F12 CYP4F2 DCHS1 DDR2 DLG1 DLL1 DNAAF11 DPEP1 DPP4 DRAM2 DSG1 DSG2 DSTYK DUOX1 DUOX2 DUOXA2 DVL2 DYNC2H1 DYNC2LI1 ECRG4 EDA EDAR EMP2 ENPEP ENPP3 EPB41L4B EPCAM EPS15 ERBB2 ERBB3 EZR F2RL2 FABP1 FABP2 FAP FAT1 FLOT1 FLOT2 FN1 FOLR1 FRMD1 FRMD6 FRMPD2 FXYD1 FZD3 FZD6 GJA1 GJB6 GM2A GNAS GNAT1 GNAT3 GP2 GPIHBP1 GPR143 HAX1 HFE HIP1R HOMER1 HOMER2 HPN HSP90AA1 HVCN1 HYAL2 IFIT5 IGFBP2 IGSF5 IL10RA IL6R INSC IQGAP1 ITGA8 ITGB3 ITPK1 ITPR3 JAG1 KCNA1 KCNA5 KCNB1 KCNC2 KCNE1 KCNE2 KCNE4 KCNK1 KCNK2 KCNMA1 KCNQ1 KIAA1614 KISS1 KL KNCN LCT LDLR LGMN LHFPL5 LMO7 LRP2 LRRC15 MAL MAL2 MARVELD2 MFRP MFSD4B MGAM MIP MIR181A2 MPDZ MPP3 MREG MSN MTCL1 MTDH MUC1 MUC13 MUC17 MUC20 MYL12B MYO1A MYO1B MYO5B MYO6 MYO7A MYO7B NAALADL1 NEDD1 NF2 NHERF1 NHERF2 NHERF4 NHS NIN NOD1 NOTCH1 NPC1L1 NUMB OCEL1 OCLN OSMR OTOA OTOG OXTR P2RX2 P2RY1 P2RY4 P2RY6 PALS1 PAPPA2 PARD3 PARD3B PARD6A PARD6B PARD6G PATJ PCM1 PDE4D PDGFRB PDPN PDZK1 PDZK1P1 PFKM PKHD1 PLAT PLB1 PLD1 PLET1 PLPP1 PODXL PRKAA1 PRKCI PRKCZ PRKG2 PROM1 PROM2 PSEN1 PSEN2 PTCH1 PTEN PTH1R PTPRH PTPRO RAB17 RAB18 RAB27A RAB27B RAPGEF2 RAPGEF6 RDX REN RHCG RIPOR2 S100G SAPCD2 SCNN1A SCNN1B SCNN1G SEPTIN7 SHANK2 SHROOM1 SHROOM2 SHROOM3 SHROOM4 SI SIPA1L3 SLC10A2 SLC11A2 SLC12A1 SLC12A2 SLC12A3 SLC13A1 SLC13A2 SLC14A2 SLC15A1 SLC15A2 SLC16A1 SLC16A2 SLC16A3 SLC16A8 SLC17A1 SLC17A2 SLC17A3 SLC17A4 SLC19A1 SLC1A1 SLC20A2 SLC22A1 SLC22A11 SLC22A12 SLC22A13 SLC22A18 SLC22A2 SLC22A3 SLC22A4 SLC22A5 SLC22A7 SLC22A8 SLC23A1 SLC23A2 SLC24A4 SLC25A27 SLC26A11 SLC26A2 SLC26A3 SLC26A4 SLC26A6 SLC26A7 SLC26A9 SLC28A1 SLC29A1 SLC29A2 SLC29A4 SLC2A1 SLC2A13 SLC2A2 SLC2A5 SLC2A7 SLC2A9 SLC30A5 SLC31A1 SLC34A1 SLC34A2 SLC34A3 SLC36A1 SLC38A1 SLC38A3 SLC39A10 SLC39A14 SLC39A3 SLC39A4 SLC39A6 SLC39A8 SLC3A1 SLC3A2 SLC43A1 SLC44A4 SLC46A1 SLC47A1 SLC47A2 SLC4A10 SLC4A11 SLC4A2 SLC4A5 SLC4A7 SLC4A8 SLC4A9 SLC52A3 SLC5A1 SLC5A10 SLC5A11 SLC5A12 SLC5A2 SLC5A3 SLC5A6 SLC5A8 SLC6A14 SLC6A18 SLC6A19 SLC6A20 SLC6A6 SLC6A8 SLC6A9 SLC7A1 SLC7A11 SLC7A13 SLC7A5 SLC7A8 SLC7A9 SLC9A1 SLC9A2 SLC9A3 SLC9A4 SLC9A8 SLC9B2 SLCO1A2 SLCO2B1 SLCO3A1 SNX10 SORBS2 SPECC1 SPEF1 SPTBN2 SPTBN5 SRR STC1 STK26 STK39 STX3 STXBP3 SVBP TCHP TCIRG1 TDGF1 TEK TF THY1 TJP1 TLR9 TMEM114 TMEM174 TMEM235 TMEM30A TNIK TRPM6 TRPV4 TRPV5 TUBG1 UMOD UPK1A UPK1B UPK2 UPK3A USH1C USH2A VANGL2 VASH1 VCAM1 WDPCP ZMYND10 GOCC_APICOLATERAL_PLASMA_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_APICOLATERAL_PLASMA_MEMBRANE CDH2 CLDN3 CLDN4 CLDN5 CLDN6 CLDN7 CLDN8 CRB2 CTNNB1 CXADR EPPK1 FZD6 KRT19 KRT8 MPDZ MTCL1 NEDD4 OCLN PALM SLC28A2 THBD TMEM114 GOCC_APOLIPOPROTEIN_B_MRNA_EDITING_ENZYME_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_APOLIPOPROTEIN_B_MRNA_EDITING_ENZYME_COMPLEX A1CF APOBEC1 APOBEC3F APOBEC3G RBM47 GOCC_AP_1_ADAPTOR_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_AP_1_ADAPTOR_COMPLEX AFTPH AP1B1 AP1G1 AP1G2 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 CLBA1 SLC18A3 SYNRG GOCC_AP_2_ADAPTOR_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_AP_2_ADAPTOR_COMPLEX AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 BTBD8 SGIP1 SLC18A3 STON1 STON2 GOCC_AP_3_ADAPTOR_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_AP_3_ADAPTOR_COMPLEX AP3B1 AP3B2 AP3D1 AP3M1 AP3M2 AP3S1 AP3S2 VPS18 VPS39 GOCC_AP_TYPE_MEMBRANE_COAT_ADAPTOR_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_AP_TYPE_MEMBRANE_COAT_ADAPTOR_COMPLEX AFTPH AP1B1 AP1G1 AP1G2 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 AP3B1 AP3B2 AP3D1 AP3M1 AP3M2 AP3S1 AP3S2 AP4B1 AP4E1 AP4M1 AP4S1 AP5B1 AP5M1 AP5S1 AP5Z1 BTBD8 CLBA1 SGIP1 SLC18A3 STON1 STON2 SYNRG VPS18 VPS39 GOCC_ARP2_3_PROTEIN_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ARP2_3_PROTEIN_COMPLEX ACTR2 ACTR3 ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 ARPC5L GOCC_ARYL_HYDROCARBON_RECEPTOR_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ARYL_HYDROCARBON_RECEPTOR_COMPLEX AHR AHRR AIP ARNT ARNT2 BMAL1 BMAL2 HSP90AB1 GOCC_ASTER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ASTER CCSAP DYNLT3 FAM161A KIF18A KIF18B MAP9 MAPRE1 MAPRE3 MISP NUMA1 PAFAH1B1 GOCC_ASTROCYTE_END_FOOT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ASTROCYTE_END_FOOT ADCY10 ADGRG1 AQP4 ATP1B2 EIF2S1 GFAP MT3 SLC17A8 SLC2A13 GOCC_ASTROCYTE_PROJECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ASTROCYTE_PROJECTION ADCY10 ADGRG1 AQP4 ATP1B2 EIF2S1 GFAP GJB2 GRM2 GRM3 GRM5 KCNJ10 KCNK2 MT3 PINK1 SLC17A8 SLC1A2 SLC2A13 SLC7A11 SYT4 GOCC_ASYMMETRIC_GLUTAMATERGIC_EXCITATORY_SYNAPSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ASYMMETRIC_GLUTAMATERGIC_EXCITATORY_SYNAPSE ADGRB3 C1QL1 C1QL2 CHD4 GRID2IP ITGB1 NLGN1 NLGN3 NLGN4X NLGN4Y PLXNA4 PLXNC1 SHISA6 SHISA7 SORT1 YWHAH GOCC_ATAC_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ATAC_COMPLEX DR1 KAT14 KAT2A KAT2B MAP3K7 MBIP POLE3 POLE4 SGF29 TADA2A TADA3 WDR5 YEATS2 ZZZ3 GOCC_ATG12_ATG5_ATG16_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ATG12_ATG5_ATG16_COMPLEX ATG12 ATG16L1 ATG16L2 ATG3 ATG5 GOCC_ATG1_ULK1_KINASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ATG1_ULK1_KINASE_COMPLEX ATG101 ATG13 RB1CC1 SESN2 SMCR8 ULK1 GOCC_ATPASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ATPASE_COMPLEX ACTB ACTL6A ACTL6B ACTR5 ACTR6 ACTR8 ANP32E ARID1A ARID1B ARID2 ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5F1EP2 ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5MGL ATP5MJ ATP5MK ATP5PB ATP5PD ATP5PF ATP5PO ATP6AP1 ATP6AP2 ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1C2 ATP6V1D ATP6V1E1 ATP6V1E2 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1G3 ATP6V1H BAZ1A BAZ1B BAZ2A BCL11A BCL11B BCL7A BCL7B BCL7C BICRA BICRAL BPTF BRD7 BRD8 BRD9 C17orf49 CCDC115 CDK2AP1 CDK2AP2 CECR2 CFDP1 CHD3 CHD4 CHD5 CHRAC1 DDX21 DEK DMAC2L DMAP1 DPF1 DPF2 DPF3 EP400 ERCC6 GATAD2A GATAD2B HDAC1 HDAC2 HMGXB4 ING3 INO80 INO80B INO80C INO80D INO80E KAT5 MBD2 MBD3 MCRS1 MT-ATP6 MT-ATP8 MTA1 MTA2 MTA3 MYBBP1A NCR1 NFRKB PBRM1 PHF10 POLE3 PTPA RB1 RBBP4 RBBP7 RNASEK RSF1 RUVBL1 RUVBL2 SF3B1 SMARCA1 SMARCA2 SMARCA4 SMARCA5 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SRCAP SS18 SS18L1 SUZ12 TCIRG1 TFPT TMEM199 TRRAP UCHL5 VCP VPS4A VPS4B YY1 ZNHIT1 GOCC_ATPASE_DEPENDENT_TRANSMEMBRANE_TRANSPORT_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ATPASE_DEPENDENT_TRANSMEMBRANE_TRANSPORT_COMPLEX ABCA2 ABCB6 ABCB8 ABCC8 ABCC9 ABCD4 ABCG5 ABCG8 ATP12A ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP1B1 ATP1B2 ATP1B3 ATP1B4 ATP4A ATP4B FXYD1 FXYD2 FXYD4 KCNJ8 PLN SLC9A1 GOCC_ATP_BINDING_CASSETTE_ABC_TRANSPORTER_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ATP_BINDING_CASSETTE_ABC_TRANSPORTER_COMPLEX ABCA2 ABCB6 ABCB8 ABCD4 ABCG5 ABCG8 GOCC_AUTOLYSOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_AUTOLYSOSOME CLN3 FTH1 FTL GAA LAMP1 LAMP2 LRRK2 MAP1LC3A NCOA4 PIK3C3 PLEKHM1 SQSTM1 GOCC_AUTOPHAGOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_AUTOPHAGOSOME AMBRA1 ATG12 ATG14 ATG16L1 ATG16L2 ATG4B ATG5 ATG9A ATG9B ATP13A2 ATP6AP2 AUP1 BECN1 C9orf72 CALCOCO2 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CLN3 DAPK2 ENTPD4 FTH1 FTL FYCO1 GAA GABARAP GABARAPL1 GABARAPL2 GABARAPL3 GRAMD1A HAP1 HSPA8 HTT IRGM JMY LAMP1 LAMP2 LRRK2 MAP1LC3A MAP1LC3B MAP1LC3B2 MAP1LC3C MAPK15 MCOLN3 MEFV MYO6 NBR1 NCOA4 NRBF2 OPTN OSBPL7 PEG3 PIK3C3 PIK3R4 PIP4K2A PIP4K2B PIP4K2C PLEKHM1 PRKD1 RAB12 RAB23 RAB24 RAB7A RB1CC1 RUBCNL RUFY4 SH3GLB1 SNAP29 SQSTM1 SRPX STING1 STX17 TAX1BP1 TBC1D12 TBC1D14 TBC1D17 TBC1D25 TBC1D5 TECPR1 TEX264 TICAM1 TM9SF1 TMEM150B TMEM230 TMEM74 TP53INP1 TP53INP2 TRIM21 UBQLN1 UBQLN2 UBQLN4 ULK1 ULK2 ULK3 UVRAG VMP1 VPS11 VPS16 VPS18 VPS33A VTI1A WASH3P WASHC1 WDFY3 WDR81 WIPI1 WIPI2 ZFYVE1 GOCC_AUTOPHAGOSOME_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_AUTOPHAGOSOME_MEMBRANE ATG14 ATG16L1 ATG16L2 ATG4B ATG9A ATP13A2 ATP6AP2 CALCOCO2 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 ENTPD4 GABARAP GABARAPL1 GABARAPL2 GABARAPL3 IRGM JMY LAMP1 LAMP2 MAP1LC3A MAP1LC3B MAP1LC3B2 MAP1LC3C MCOLN3 PRKD1 RAB7A RB1CC1 RUBCNL SH3GLB1 SNAP29 STING1 STX17 TECPR1 TEX264 TM9SF1 TMEM150B TMEM74 ULK1 UVRAG VMP1 WDFY3 WDR81 WIPI1 GOCC_AXOLEMMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_AXOLEMMA ADORA1 ADORA2A ANK1 CHRNA7 CNTNAP2 EPB41L3 GABBR1 KCNC1 KCNC2 MAPT MYO1D ROBO2 SLC1A2 SPTBN1 THY1 GOCC_AXON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_AXON AAK1 ABI1 ABITRAM ABL1 ABR ACADM ACAP3 ACTB ACTBL2 ACTG1 ACTL9 ACTR10 ADAM10 ADAM11 ADAM21 ADAM22 ADCY10 ADCY8 ADCY9 ADGRL1 ADGRL3 ADNP ADORA1 ADORA2A ADRA2A AGBL4 AGTPBP1 ALCAM ALDH1A1 ALS2 AMFR AMIGO1 ANG ANK1 ANK3 ANXA3 AP3B1 AP3B2 AP3D1 AP3M1 AP3M2 AP3S1 AP3S2 APBB1 APBB2 APP AQP1 ARHGAP4 ARL8A ARL8B ARMCX3 ARPC3 ATAT1 ATCAY ATG5 ATL1 ATOH7 ATP1A1 ATP1A3 ATP2B3 ATP6AP2 ATP6V0D1 ATP7A AURKA AUTS2 AVIL AZIN2 BACE1 BAG2 BASP1 BCAR1 BCR BDNF BIN1 BLOC1S1 BLOC1S2 BLOC1S3 BLOC1S4 BLOC1S5 BLOC1S6 BMPR2 BOC BRSK1 BRSK2 BSN BTBD8 C1QL1 C4A C4B C9orf72 CABP4 CACNG2 CACNG7 CAD CADM2 CALB1 CALB2 CALCA CALCR CALY CASR CBARP CBL CCDC120 CCK CCN3 CCSAP CD200 CD2AP CD40 CDH8 CDHR3 CDK5 CDK5R1 CDK5R2 CDKL5 CFL1 CHRM1 CHRM2 CHRNA10 CHRNA7 CIB1 CLCN3 CLDN11 CLDN5 CNGA3 CNGB1 CNR1 CNTF CNTN1 CNTN2 CNTN4 CNTN5 CNTN6 CNTNAP1 CNTNAP2 COBL COMT COPA COPG2 CORO1A CPEB4 CPLX1 CPLX2 CPLX3 CPLX4 CPNE6 CPT1C CRHBP CRHR2 CRMP1 CRYAB CSNK1E CTNNA2 CTNND1 CTTN CXADR CYFIP1 CYP17A1 CYTH2 DAB2IP DAG1 DAGLA DBN1 DCC DCTN1 DCTN2 DGKI DHX36 DIP2B DISC1 DLG1 DLG2 DLG4 DNM2 DNM3 DOCK7 DPYSL3 DRD2 DSCAM DSCAML1 DST DTNA DTNBP1 DVL1 DYNC1H1 DYRK1A EEA1 EIF4G2 ELAVL4 ELK1 EMB EPB41L3 EPHA4 EPHA5 EPHB1 EPHB2 EPS8 ERC2 ERMN EVX1 EXOC3 EXOC4 EXOC6 EXOC7 EXOC8 FAM168B FBXW11 FEZ1 FEZ2 FGF13 FKBP15 FKBP4 FLNA FLRT3 FMR1 FRMD7 FSCN1 FSCN3 FXR1 FXR2 FZD3 FZD5 GABBR1 GABRA2 GABRD GABRG2 GAD1 GAD2 GAP43 GARS1 GDI1 GDPD5 GFRA1 GHRH GHRL GIT1 GJC2 GLDN GPER1 GPM6A GPRIN1 GRIA1 GRIK2 GRIK3 GRIN1 GRIPAP1 GRM2 GRM3 GRM7 GSK3A GSK3B HAP1 HAPLN2 HCN1 HCN2 HCN3 HCN4 HDAC6 HEPACAM HIF1A HMCN2 HNRNPR HOMER1 HPCA HSBP1 HSP90AA1 HSP90AB1 HSPA8 HSPB1 HTR1B HTR2A HTT IGF1R IGF2BP1 IGHMBP2 IGSF9 IL1RAPL1 IL31RA INPP5F INPP5J INSR INSRR IQCJ-SCHIP1 IQGAP1 IRX3 ITGA2 ITGA3 ITGA4 KATNB1 KCNA1 KCNA2 KCNA3 KCNA4 KCNA6 KCNAB1 KCNAB2 KCNB1 KCNC1 KCNC2 KCNC3 KCNC4 KCNH1 KCNK2 KCNQ2 KCNQ3 KCNQ5 KIF13B KIF1A KIF1B KIF1C KIF20B KIF21A KIF21B KIF3A KIF3B KIF4A KIF5A KIF5B KIF5C KIRREL3 KLC1 KLHL20 KLHL24 L1CAM LAMP5 LDLRAP1 LGI1 LGI3 LLGL1 LMTK2 LMTK3 LPAR3 LRFN3 LRIG2 LRP2 LRP8 LRRC4B LRRC7 LRRK2 LRRTM1 LSM1 MACO1 MADD MAG MAP1A MAP1B MAP2 MAP2K4 MAP3K12 MAP4 MAP6 MAP7 MAP9 MAPK8 MAPK8IP1 MAPK8IP3 MAPT MAST1 MBP MGARP MICAL1 MINK1 MME MT3 MTMR2 MTPN MUL1 MYCBP2 MYH14 MYO1D MYO5A MYO9A MYOC MYOT MYPN N4BP3 NAV1 NCAM2 NCDN NCMAP NCS1 NDEL1 NDRG2 NECAB2 NECTIN1 NECTIN3 NEFH NEFL NEFM NEK3 NEO1 NETO1 NEXN NF1 NFASC NFIB NGDN NGEF NGF NGFR NIN NMNAT2 NMU NPFF NRCAM NRN1L NRP1 NRP2 NRSN1 NRTN NTF3 NTF4 NTNG2 NTRK1 NTRK2 NTRK3 NTS NTSR1 OLFM1 OMP OPA1 OPHN1 OPN4 OPRD1 OPRK1 OPRM1 ORAI2 OTX2 P2RX3 P2RX4 PACSIN1 PAFAH1B1 PAK1 PALLD PALM PALS1 PARD3 PARK7 PCDH9 PCDHGB1 PCLO PCSK1 PDYN PENK PHB2 PINK1 PLEC PLEKHG5 PLXND1 PNOC POTEE POTEF POTEI POTEJ POTEKP PPFIA1 PPFIA2 PPP1R9B PPT1 PREX1 PRKAA1 PRKAA2 PRKCB PRKCG PRKCZ PRNP PRPH PRRT2 PRSS12 PSEN1 PSEN2 PTCH1 PTK2B PTK7 PTPRN PTPRO PTPRS PUM1 PVALB RAB21 RAB27B RAB3A RAB5A RAC3 RANGAP1 RAP1GAP RASGRF1 RET RGS7BP RIN3 RNF6 ROBO1 ROBO2 ROBO3 ROBO4 ROGDI ROR1 RTN4R RTN4RL2 RUFY3 SACS SARM1 SBF2 SCGN SCN10A SCN11A SCN1A SCN1B SCN2A SCN8A SCN9A SEMA3A SEMA6A SEPTIN11 SEPTIN14 SEPTIN4 SEPTIN6 SEPTIN8 SERPINF1 SETX SH2D3C SHANK2 SHTN1 SIGMAR1 SIRT2 SLC12A6 SLC17A8 SLC18A1 SLC18A2 SLC18A3 SLC1A1 SLC1A2 SLC2A13 SLC30A3 SLC32A1 SLC38A1 SLC38A2 SLC38A7 SLC4A10 SLC4A8 SLC5A7 SLC6A1 SLC6A3 SLC8A1 SLC8A2 SLC8A3 SMIM31 SMN1 SMN2 SMURF1 SNAP25 SNAPIN SNCA SNCB SNCG SOD1 SPAST SPG11 SPG7 SPOCK1 SPTA1 SPTBN1 SPTBN4 SRC SRCIN1 SRSF10 SSH1 SSNA1 STAT1 STAU2 STMN2 STMN3 STMN4 STX1A STX1B STX3 STXBP1 SYAP1 SYBU SYN1 SYNJ1 SYP SYT1 SYT11 SYT2 SYT4 SYT5 SYT7 SYT8 TAC1 TANC1 TANC2 TAOK2 TBC1D24 TENM2 TENM3 TERF2 TGFB2 TH THY1 TIAM1 TIAM2 TMEM108 TMEM151A TNFRSF1B TNFRSF21 TNN TOR1A TPBG TPGS1 TPRG1L TPX2 TRAK1 TRAK2 TRIM46 TRPC5 TRPM1 TRPV2 TRPV4 TSHZ3 TSPOAP1 TUBB3 TUBB4A TULP1 TWF2 TXNRD2 UCHL1 UCN UCN3 UHMK1 ULK1 UNC13A UNC13B UNC13C UNC5C UNC80 USH2A USP9X VIM VSTM5 WDFY3 WDR47 WHRN ZC3H14 ZFYVE27 ZNF804A ZPR1 GOCC_AXONAL_GROWTH_CONE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_AXONAL_GROWTH_CONE BOC C9orf72 COBL CYFIP1 DCC EPHA4 FKBP4 FLNA FLRT3 GPM6A HSP90AA1 HSP90AB1 KIF5C L1CAM MYO9A NEO1 NIN OLFM1 PTCH1 RTN4R SCN11A SHTN1 SNAP25 TAOK2 TIAM1 TRAK1 TRPV2 GOCC_AXONEMAL_DYNEIN_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_AXONEMAL_DYNEIN_COMPLEX CCDC103 CCDC65 CFAP70 DNAH1 DNAH12 DNAH17 DNAH2 DNAH3 DNAH5 DNAH7 DNAH8 DNAH9 DNAI1 DNAI2 DNAI3 DNAI4 DNAI7 DNAL1 DNHD1 DRC1 NME8 ODAD1 GOCC_AXONEMAL_MICROTUBULE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_AXONEMAL_MICROTUBULE ARFGEF2 ARL6 CEP162 CFAP107 CFAP126 CFAP141 CFAP144 CFAP161 CFAP20 CFAP206 CFAP210 CFAP276 CFAP45 CFAP52 CFAP53 CFAP77 CFAP95 EFHB EFHC1 EFHC2 ENKUR FAM166B FAM166C MNS1 NME7 PACRG PIERCE1 PIERCE2 RIBC2 RPGRIP1L SAXO1 SAXO2 SPACA9 SPAG8 TEKT1 TEKT2 TEKT3 TEKT4 TEKTIP1 TTC30A TTC30B TUBA1A TUBB4B GOCC_AXON_CYTOPLASM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_AXON_CYTOPLASM ACTR10 AGBL4 AGTPBP1 AP3B1 AP3B2 AP3D1 AP3M1 AP3M2 AP3S1 AP3S2 ARL8A ARL8B ARMCX3 BLOC1S1 BLOC1S2 BLOC1S3 BLOC1S4 BLOC1S5 BLOC1S6 CALY DLG2 DST DTNBP1 DYNC1H1 FBXW11 HAP1 HDAC6 HIF1A HSBP1 HSPB1 KIF1A KIF1B KIF1C KIF3A KIF3B KIF4A KIF5A KIF5B KIF5C MAP1A MAPK8IP3 MAPT MGARP NDEL1 NEFL NETO1 OPA1 PAFAH1B1 RAB21 RAB27B RANGAP1 SNAPIN SOD1 SPAST SPG7 SYBU TERF2 TMEM108 TRAK1 TRAK2 TRIM46 UCHL1 ZC3H14 GOCC_AXON_HILLOCK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_AXON_HILLOCK AURKA MAP2 NDEL1 PRKCZ SERPINF1 SPTBN4 TPX2 GOCC_AXON_INITIAL_SEGMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_AXON_INITIAL_SEGMENT ANK3 BIN1 CNGA3 CNTN2 IQCJ-SCHIP1 KCNA1 KCNA2 KCNA4 KCNQ2 KCNQ3 LGI1 LRRC7 MAP1A MAP2 NAV1 NFASC NRCAM SCN1A SCN8A SPTBN4 TRIM46 GOCC_AZUROPHIL_GRANULE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_AZUROPHIL_GRANULE ABCA13 ACLY ACP3 ACTR10 ACTR2 ADA2 AGA ANXA11 ANXA2 ARG1 ARHGAP45 ARL8A ARSA ARSB ATP11B ATP6V0C ATP8A1 AZU1 B4GALT1 BPI BRI3 BST2 C3 C3AR1 C6orf120 CAP1 CCT2 CCT8 CD63 CD68 CEACAM6 CEACAM8 CKAP4 CMTM6 CPNE1 CPNE3 CPPED1 CREG1 CTSA CTSC CTSG CYB5R3 DDOST DEFA1 DEFA1B DEFA3 DEFA4 DNAJC13 DNAJC3 DNAJC5 DPP7 DSN1 DYNC1H1 ELANE FABP5 FAF2 FPR1 FRK FTL FUCA1 FUCA2 GAA GALNS GCA GDI2 GGH GLA GLB1 GLIPR1 GM2A GNS GRN GUSB HEBP2 HEXA HEXB HLA-H HRNR IMPDH1 IRAG2 IST1 LAMP1 LAMP2 LAMTOR1 LPCAT1 LYZ MAGT1 MAN2B1 MANBA MAPK1 MGST1 MNDA MPO NAPRT NCSTN NDUFC2 NFAM1 NHLRC3 NPC2 OLFM4 ORM2 PA2G4 PADI2 PIGR PLAC8 PRCP PRDX6 PRKCD PRSS2 PRSS57 PRTN3 PSAP PSEN1 PSMD1 PTGES2 PYCARD PYGB RAB37 RAB3D RAB44 RAB5C RAP1B RETN RNASE2 RNASE3 RNASET2 S100A7 SDCBP SERPINA3 SERPINB3 SLCO4C1 SNAP23 SNAP29 STK11IP STOM STX3 STX7 STXBP2 SURF4 SYNGR1 TMEM179B TMEM30A TOLLIP TOM1 TRAPPC1 TTR TUBB TUBB4B TXNDC5 UNC13D VAMP1 VAMP7 VAMP8 VAPA VAT1 VCP VNN1 GOCC_AZUROPHIL_GRANULE_LUMEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_AZUROPHIL_GRANULE_LUMEN ACLY ACTR10 ACTR2 ADA2 AGA ANXA2 ARG1 ARHGAP45 ARSA ARSB AZU1 BPI C3 C6orf120 CAP1 CCT2 CCT8 CPPED1 CREG1 CTSA CTSC CTSG CYB5R3 DEFA1 DEFA1B DEFA3 DNAJC3 DPP7 DSN1 DYNC1H1 ELANE FABP5 FAF2 FRK FTL FUCA1 FUCA2 GALNS GCA GDI2 GGH GLA GLB1 GM2A GNS GRN GUSB HEBP2 HEXB HRNR IMPDH1 IST1 LYZ MAN2B1 MAPK1 MNDA MPO NAPRT NHLRC3 NPC2 ORM2 PA2G4 PADI2 PLAC8 PRDX6 PRKCD PRSS2 PRSS57 PRTN3 PSMD1 PTGES2 PYCARD PYGB RETN RNASE2 RNASE3 RNASET2 S100A7 SDCBP SERPINA3 SERPINB3 STK11IP TOLLIP TRAPPC1 TTR TUBB TUBB4B TXNDC5 UNC13D VAT1 VCP GOCC_AZUROPHIL_GRANULE_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_AZUROPHIL_GRANULE_MEMBRANE ABCA13 ACP3 ARL8A ATP11B ATP6V0C ATP8A1 AZU1 B4GALT1 BRI3 BST2 C3AR1 CD63 CD68 CEACAM6 CEACAM8 CKAP4 CMTM6 CPNE1 CPNE3 DDOST DNAJC13 DNAJC5 FPR1 GAA GLIPR1 HLA-H IRAG2 LAMP1 LAMP2 LAMTOR1 LPCAT1 MAGT1 MANBA MGST1 NCSTN NDUFC2 NFAM1 PIGR PRCP PSAP PSEN1 RAB37 RAB3D RAB44 RAB5C RAP1B SLCO4C1 SNAP29 STOM SURF4 SYNGR1 TMEM179B TMEM30A TOM1 VAMP1 VAMP7 VAMP8 VAPA VNN1 GOCC_A_BAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_A_BAND ALDOA ANK1 ANK2 CMYA5 CRYAB DST ENO1 KAT2B KCTD6 KLHL40 KLHL41 LMOD2 LMOD3 LRRC39 MYBPC3 MYH1 MYL2 MYL3 MYL4 MYL7 MYOM1 MYOM2 MYOM3 NBR1 OBSCN OBSL1 PPP1R12A PPP1R12B PPP2R5A SMPX SMTNL1 SPTBN1 TRIM63 UNC45B GOCC_BARR_BODY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_BARR_BODY FIRRE H2AZ1 H3-3A H3-3B LRIF1 MACROH2A1 MACROH2A2 SMCHD1 GOCC_BASAL_CORTEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_BASAL_CORTEX CLASP1 CLASP2 PHLDB1 PHLDB2 PKD2 GOCC_BASAL_DENDRITE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_BASAL_DENDRITE MAP1B MAP2 MAPK8 SLC17A8 SLC4A10 YKT6 GOCC_BASAL_PART_OF_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_BASAL_PART_OF_CELL ABCA1 ABCA8 ABCB11 ABCC1 ABCC10 ABCC3 ABCC4 ABCC5 ABCC6 ACE ADAM9 ADCY10 ADCY8 ADORA1 ADRA2A AJAP1 ALPK2 ANK1 ANK2 ANK3 ANXA1 ANXA2 AP2A1 AQP1 AQP10 AQP2 AQP3 AQP4 AQP5 AQP7 AQP7B AQP7P3 AQP8 AQP9 ATP12A ATP1A1 ATP1B1 ATP1B3 ATP2B1 ATP2B2 ATP2B4 ATP2C2 ATP6V0A4 ATP6V1B1 ATP7A ATP7B AURKA B4GALT1 BEST1 BMPR2 BSG BSND C5AR1 C5AR2 CA11 CA12 CA14 CA4 CA9 CADM1 CALHM1 CALHM3 CASK CASR CD1D CD300LG CD34 CD38 CD44 CD81 CDH16 CDH17 CDH2 CEACAM1 CEACAM5 CHRM3 CLASP1 CLASP2 CLCA2 CLDN1 CLDN11 CLDN19 CLDN4 CLDN7 CLDN8 CLRN1 CNNM2 CNNM4 CTNNB1 CXADR DAG1 DLG1 DLG2 DLG3 DLG4 DOCK7 DSP DST DSTYK DTNB EDN1 EGFR ENPP1 EPB41 EPCAM EPPK1 EPS15 ERBB2 ERBB3 ERBB4 ERBIN EZR FAP FLOT1 FLOT2 FOLR1 FRMPD2 GKN2 GM2A GPIHBP1 HEPH HFE HOMER3 HPGD HSP90AA1 IDE INPPL1 IQGAP1 ITGA1 ITGA2 ITGA3 ITGA9 ITGB4 KCNC2 KCNE3 KCNJ10 KCNJ16 KCNJ4 KCNQ1 KCNQ4 KRT14 LDLR LDLRAP1 LEPR LIN7A LIN7B LIN7C LPO LRP1 LRRC7 LRRK2 MAP4K2 MAP7 MARVELD2 MEGF11 MET MLC1 MSN MTTP MUC20 MYO1A MYO1C MYO1D NAIP NDRG4 NEDD9 NKD2 NOD1 NOD2 NUMB ORAI1 OSCP1 OTOF P2RY1 P2RY4 P2RY6 PALM PDGFB PDPN PDZD11 PHLDB1 PHLDB2 PIANP PKD1 PKD2 PLPP3 PRCP PROM2 PTH1R RAB17 RHBG RHCG S100G SCRIB SHROOM4 SLC10A1 SLC11A2 SLC12A2 SLC12A6 SLC13A3 SLC14A1 SLC16A1 SLC16A10 SLC16A12 SLC16A3 SLC16A6 SLC16A7 SLC16A8 SLC17A5 SLC19A1 SLC1A3 SLC1A5 SLC22A1 SLC22A11 SLC22A2 SLC22A3 SLC22A4 SLC22A5 SLC22A6 SLC22A7 SLC22A8 SLC22A9 SLC23A1 SLC23A2 SLC26A1 SLC26A10P SLC26A11 SLC26A5 SLC26A6 SLC26A7 SLC27A1 SLC27A5 SLC29A1 SLC29A2 SLC29A4 SLC2A1 SLC2A9 SLC30A1 SLC31A1 SLC38A1 SLC38A3 SLC39A14 SLC39A5 SLC39A8 SLC3A2 SLC40A1 SLC41A1 SLC43A2 SLC43A3 SLC46A1 SLC47A1 SLC4A1 SLC4A10 SLC4A11 SLC4A2 SLC4A4 SLC4A5 SLC4A7 SLC4A8 SLC4A9 SLC51A SLC51B SLC5A3 SLC5A6 SLC6A12 SLC6A13 SLC6A6 SLC6A9 SLC7A1 SLC7A5 SLC7A7 SLC7A8 SLC8A2 SLC9A1 SLC9A4 SLC9B2 SLCO1A2 SLCO1B1 SLCO1B3 SLCO1C1 SLCO2A1 SLCO2B1 SLCO3A1 SLCO4C1 SPEF1 ST14 STK39 STX2 STX4 STXBP3 SVOP TACSTD2 TEK TF TFRC TGFA TJP1 TLR9 TRPC4 TSHR UMOD VSIG1 WASF2 GOCC_BASEMENT_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_BASEMENT_MEMBRANE ACHE ACTA2 ADAMTS1 AGRN AMTN ANG ANXA2 ANXA2P2 APLP1 CASK CCDC80 CD151 COL15A1 COL17A1 COL18A1 COL23A1 COL28A1 COL2A1 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 COL5A1 COL7A1 COL8A1 COL8A2 COLQ DAG1 DLG1 DST EFEMP2 EFNA5 EGFL6 EGFLAM ENTPD2 ERBIN FBLN1 FBN1 FN1 FRAS1 FREM1 FREM2 FREM3 HMCN1 HSPG2 ITGB4 LAD1 LAMA1 LAMA2 LAMA3 LAMA4 LAMA5 LAMB1 LAMB2 LAMB3 LAMB4 LAMC1 LAMC2 LAMC3 LOXL1 LOXL2 MEGF9 MMRN2 NID1 NID2 NPNT NTN1 NTN4 P3H2 PXDN RELL2 SERPINF1 SMOC1 SMOC2 SPARC SPN TGFBI THBS2 THBS4 TIMP1 TIMP3 TINAG TNC USH2A VTN VWA1 VWA2 VWC2 GOCC_BASEMENT_MEMBRANE_COLLAGEN_TRIMER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_BASEMENT_MEMBRANE_COLLAGEN_TRIMER COL15A1 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 COL8A1 GOCC_BASOLATERAL_PLASMA_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_BASOLATERAL_PLASMA_MEMBRANE ABCA1 ABCA8 ABCB11 ABCC1 ABCC10 ABCC3 ABCC4 ABCC5 ABCC6 ADAM9 ADCY8 ADORA1 ADRA2A AJAP1 ALPK2 ANK1 ANK2 ANK3 ANXA1 ANXA2 AP2A1 AQP1 AQP10 AQP2 AQP3 AQP4 AQP7 AQP7B AQP7P3 AQP8 AQP9 ATP12A ATP1A1 ATP1B1 ATP1B3 ATP2B1 ATP2B2 ATP2B4 ATP2C2 ATP6V0A4 ATP6V1B1 ATP7A ATP7B AURKA B4GALT1 BEST1 BSG BSND C5AR1 CA11 CA12 CA14 CA4 CA9 CADM1 CALHM1 CALHM3 CASK CASR CD1D CD300LG CD38 CD44 CD81 CDH16 CDH17 CDH2 CEACAM5 CHRM3 CLDN1 CLDN19 CLDN7 CLDN8 CNNM2 CNNM4 CTNNB1 CXADR DAG1 DLG1 DLG2 DLG3 DLG4 DSP DSTYK EGFR ENPP1 EPB41 EPCAM EPPK1 ERBB2 ERBB3 ERBB4 ERBIN EZR FLOT1 FLOT2 FOLR1 FRMPD2 GM2A GPIHBP1 HEPH HPGD HSP90AA1 IDE IQGAP1 ITGA3 KCNC2 KCNJ10 KCNJ16 KCNJ4 KCNQ1 LDLR LEPR LIN7A LIN7B LIN7C LPO LRP1 LRRC7 LRRK2 MAP4K2 MAP7 MARVELD2 MEGF11 MLC1 MSN MTTP MUC20 MYO1A MYO1D NAIP NDRG4 NEDD9 NKD2 NOD1 NOD2 NUMB ORAI1 OTOF P2RY1 P2RY4 P2RY6 PALM PDGFB PDPN PDZD11 PIANP PKD1 PKD2 PLPP3 PROM2 PTH1R RAB17 RHBG RHCG S100G SCRIB SLC10A1 SLC12A2 SLC12A6 SLC13A3 SLC14A1 SLC16A1 SLC16A10 SLC16A12 SLC16A3 SLC16A6 SLC16A7 SLC16A8 SLC17A5 SLC19A1 SLC22A1 SLC22A2 SLC22A3 SLC22A6 SLC22A7 SLC22A8 SLC22A9 SLC23A2 SLC26A1 SLC26A10P SLC26A11 SLC26A5 SLC26A6 SLC26A7 SLC29A1 SLC29A2 SLC29A4 SLC2A1 SLC2A9 SLC30A1 SLC31A1 SLC38A1 SLC38A3 SLC39A14 SLC39A5 SLC39A8 SLC3A2 SLC40A1 SLC41A1 SLC43A2 SLC43A3 SLC46A1 SLC47A1 SLC4A1 SLC4A10 SLC4A11 SLC4A2 SLC4A4 SLC4A5 SLC4A7 SLC4A8 SLC4A9 SLC51A SLC51B SLC5A3 SLC5A6 SLC6A12 SLC6A13 SLC6A6 SLC6A9 SLC7A1 SLC7A5 SLC7A7 SLC7A8 SLC8A2 SLC9A1 SLC9A4 SLC9B2 SLCO1B1 SLCO1B3 SLCO1C1 SLCO2B1 SLCO3A1 SLCO4C1 SPEF1 ST14 STK39 STX2 STX4 STXBP3 TEK TFRC TGFA TJP1 TLR9 TRPC4 TSHR UMOD VSIG1 WASF2 GOCC_BBAF_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_BBAF_COMPLEX ACTB ACTL6B ARID1A ARID1B SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD2 SMARCE1 GOCC_BBSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_BBSOME BBIP1 BBS1 BBS2 BBS4 BBS5 BBS7 BBS9 TTC8 GOCC_BCL_2_FAMILY_PROTEIN_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_BCL_2_FAMILY_PROTEIN_COMPLEX BAD BAK1 BAX BCL2 BCL2L1 BCL2L11 BCL2L2 BIK MCL1 PMAIP1 GOCC_BETA_CATENIN_DESTRUCTION_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_BETA_CATENIN_DESTRUCTION_COMPLEX APC APC2 AXIN1 AXIN2 CACYBP CSNK1A1 CTNNB1 CTNNBIP1 GSK3A GSK3B SIAH1 GOCC_BETA_CATENIN_TCF_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_BETA_CATENIN_TCF_COMPLEX BCL9 BCL9L CTNNB1 LDB1 LEF1 PYGO2 TCF4 TCF7 TCF7L1 TCF7L2 TLE1 TLE3 TLE4 GOCC_BLEB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_BLEB ANLN FHOD1 FMNL1 P2RX7 PANX1 PTPRC ROCK1 SDF4 TPM1 GOCC_BLOC_1_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_BLOC_1_COMPLEX BCAS4 BLOC1S1 BLOC1S2 BLOC1S3 BLOC1S4 BLOC1S5 BLOC1S6 DTNBP1 SNAPIN GOCC_BLOC_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_BLOC_COMPLEX BCAS4 BLOC1S1 BLOC1S2 BLOC1S3 BLOC1S4 BLOC1S5 BLOC1S6 DTNBP1 HPS1 HPS3 HPS4 HPS5 HPS6 SNAPIN GOCC_BLOOD_MICROPARTICLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_BLOOD_MICROPARTICLE A1BG A2M ACSM1 ACTA1 ACTB ACTC1 ACTG1 ACTG2 AFM AGT AHSG ALB AMBP ANGPTL4 ANXA5 APCS APOA1 APOA2 APOA4 APOE APOL1 BCHE C1QB C1QC C1R C1S C3 C4A C4B C4BPA C8A C8G C9 CD5L CFB CFH CFHR1 CFHR3 CIB2 CLIC1 CLU CP CPN2 DNPEP EIF2A ENG F13A1 F2 FCN2 FCN3 FGA FGB FGG FN1 GC GRIPAP1 GSN HBA1 HBA2 HBB HBD HBE1 HBG2 HP HPR HPX HRG HSPA1A HSPA1B HSPA1L HSPA2 HSPA6 HSPA7 HSPA8 IGHA1 IGHA2 IGHD IGHG1 IGHG2 IGHG3 IGHG4 IGHM IGHV3-13 IGHV3-23 IGHV3-7 IGKC IGKV1-17 IGKV1-39 IGKV1-5 IGKV1D-12 IGKV1D-33 IGKV2-30 IGKV2D-28 IGKV3-15 IGKV3-20 IGKV4-1 IGLC1 IGLC2 IGLC3 IGLV1-47 IGLV3-21 IGLV3-25 INTS11 ITGA2B ITIH1 ITIH2 ITIH4 JCHAIN KDM4D KNG1 KRT1 LGALS3BP MIR19B1 MIR503 MSN OAZ3 ORM1 ORM2 PFN1 PLG PON1 POTEE POTEF PROS1 PRSS1 PSMC5 PZP SDCBP SERPINA3 SERPINC1 SERPINF2 SERPING1 SLC2A1 SLC4A1 STOM TF TFRC TGFB1 TMPRSS13 VTN YWHAZ ZBTB38 ZNF177 ZNF559-ZNF177 GOCC_BORC_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_BORC_COMPLEX BLOC1S1 BLOC1S2 BORCS5 BORCS6 BORCS7 BORCS8 KXD1 SNAPIN GOCC_BOX_C_D_RNP_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_BOX_C_D_RNP_COMPLEX FBL FBLL1 NOP56 NOP58 RRP9 SNU13 GOCC_BOX_H_ACA_RNP_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_BOX_H_ACA_RNP_COMPLEX DKC1 GAR1 NHP2 NOP10 SNORA62 SNORA63 SNORA73A SNORA74A TERC GOCC_BOX_H_ACA_TELOMERASE_RNP_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_BOX_H_ACA_TELOMERASE_RNP_COMPLEX DKC1 GAR1 NHP2 NOP10 TERC GOCC_BRAHMA_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_BRAHMA_COMPLEX ACTB ACTL6A ACTL6B ARID1A ARID1B DPF3 SMARCA2 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 GOCC_BRCA1_A_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_BRCA1_A_COMPLEX ABRAXAS1 BABAM1 BABAM2 BARD1 BRCA1 BRCC3 MPND UIMC1 GOCC_BRCA1_C_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_BRCA1_C_COMPLEX BARD1 BRCA1 MRE11 NBN RAD50 RBBP8 GOCC_BRISC_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_BRISC_COMPLEX ABRAXAS2 BABAM1 BABAM2 BRCC3 MPND SHMT2 GOCC_BRUSH_BORDER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_BRUSH_BORDER ABCG2 ACE ACE2 ACTB ACTN1 ACTN3 ACTR3 ADD3 AMN ANKS4B AQP1 AQP8 ATP6V0A4 ATP7A B4GALT1 CA4 CAPZA2 CAPZB CD36 CDHR2 CDHR5 CLIC1 CLTRN CUBN CYBRD1 DCXR DNM1L DRD5 ENPEP EPS8 ESPN EZR FLII FLNA FLNB FOLR1 GNA12 GNA13 HSP90AA1 ITLN1 ITPR3 KCNK1 LCTL LIMA1 LRP2 MFSD10 MME MTTP MYH14 MYH9 MYL12B MYL6 MYO1A MYO1B MYO1C MYO1D MYO1E MYO7B NHERF1 NHERF4 PDZK1 PEX19 PLB1 PLEC PLS1 PRKCB PRKCI RALGDS RGS19 SCART1 SCIN SHANK2 SI SLC11A2 SLC15A1 SLC17A3 SLC17A4 SLC19A1 SLC20A2 SLC22A12 SLC22A5 SLC26A3 SLC26A4 SLC26A6 SLC27A4 SLC28A1 SLC28A2 SLC28A3 SLC2A2 SLC34A1 SLC34A2 SLC34A3 SLC38A2 SLC3A1 SLC46A1 SLC5A1 SLC5A6 SLC6A18 SLC6A19 SLC7A11 SLC7A9 SLC9A3 SNX5 SOAT2 TMPRSS15 TRPM6 USH1C VIL1 GOCC_BRUSH_BORDER_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_BRUSH_BORDER_MEMBRANE ABCG2 ACE ACE2 AMN AQP1 AQP8 ATP6V0A4 ATP7A B4GALT1 CA4 CD36 CDHR2 CDHR5 CLTRN CUBN CYBRD1 DRD5 FOLR1 GNA12 GNA13 HSP90AA1 ITLN1 KCNK1 LIMA1 LRP2 MFSD10 MTTP NHERF1 PDZK1 PEX19 PLB1 PRKCB SHANK2 SLC11A2 SLC17A3 SLC17A4 SLC19A1 SLC20A2 SLC22A12 SLC22A5 SLC26A3 SLC26A4 SLC26A6 SLC27A4 SLC28A1 SLC28A2 SLC28A3 SLC34A1 SLC34A2 SLC34A3 SLC3A1 SLC46A1 SLC5A1 SLC5A6 SLC6A18 SLC6A19 SLC7A11 SLC7A9 SLC9A3 TRPM6 GOCC_B_CELL_RECEPTOR_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_B_CELL_RECEPTOR_COMPLEX CD79A CD79B LIME1 SYK TMIGD2 GOCC_B_WICH_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_B_WICH_COMPLEX BAZ1B DDX21 DEK ERCC6 MYBBP1A SF3B1 SMARCA5 GOCC_CAJAL_BODY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CAJAL_BODY AK6 ANGEL2 ANKS1B ARIH1 CDK2 COIL DDX42 DDX46 DKC1 EAF1 EFTUD2 ELL EWSR1 FAM118B FBL FBLL1 FMR1 FRG1 GAR1 GARIN3 GEMIN4 HABP4 HINFP HMBOX1 HNRNPA2B1 HSPB7 ICE1 ICE2 ISG20 LSG1 LSM10 NHP2 NOLC1 NOP10 NOP58 NPAT OIP5 PHAX PRPF3 PRPF31 PRPF4 RDM1 SART1 SART3 SCARNA1 SCARNA10 SCARNA11 SCARNA13 SCARNA14 SCARNA15 SCARNA17 SCARNA20 SCARNA21 SCARNA21B SCARNA22 SCARNA23 SCARNA3 SCARNA4 SCARNA5 SCARNA8 SHQ1 SMN1 SMN2 SMNDC1 SNHG10 SNORA38 SNORA38B SNRPC SRRM2 TERC TGS1 TOE1 TRIM22 U2AF1 USH1G USPL1 WRAP53 XPO1 ZC3H8 ZNF473 ZPR1 GOCC_CALCINEURIN_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CALCINEURIN_COMPLEX ITPR1 PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 GOCC_CALCITONIN_FAMILY_RECEPTOR_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CALCITONIN_FAMILY_RECEPTOR_COMPLEX CALCR CALCRL RAMP1 RAMP2 RAMP3 GOCC_CALCIUM_AND_CALMODULIN_DEPENDENT_PROTEIN_KINASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CALCIUM_AND_CALMODULIN_DEPENDENT_PROTEIN_KINASE_COMPLEX CAMK1G CAMK2A CAMK2B CAMK2D CAMK2G GOCC_CALCIUM_CHANNEL_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CALCIUM_CHANNEL_COMPLEX AKAP6 ATP2A1 C2CD6 CACHD1 CACNA1A CACNA1B CACNA1C CACNA1D CACNA1E CACNA1F CACNA1G CACNA1H CACNA1I CACNA1S CACNA2D1 CACNA2D2 CACNA2D3 CACNA2D4 CACNB1 CACNB2 CACNB3 CACNB4 CACNG1 CACNG2 CACNG3 CACNG4 CACNG6 CACNG7 CACNG8 CALM1 CALM2 CALM3 CASQ2 CATSPER1 CATSPER2 CATSPER3 CATSPER4 CATSPERB CATSPERD CATSPERE CATSPERG CATSPERZ EFCAB9 FKBP1A FKBP1B HSPA2 MCU MCUB MICU1 MICU2 MICU3 ORAI1 PDE4B PDE4D PKD1 PKD1L1 PKD2L1 PRKACA PTPA RYR1 RYR2 RYR3 SCN10A SCN11A SCN1A SCN2A SCN3A SCN4A SCN5A SCN7A SCN8A SCN9A SMDT1 STAC3 TMEM249 TMEM262 TRPC4 TRPC5 TRPV6 GOCC_CALYX_OF_HELD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CALYX_OF_HELD ACTB ACTG1 ADORA1 CALB1 CPLX1 CPLX2 GIT1 HTR1B KCNA1 KCNA2 KCNA3 KCNC1 KCNK2 KCNQ5 PRKCB PRKCG TPRG1L TSPOAP1 UNC13C GOCC_CAMP_DEPENDENT_PROTEIN_KINASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CAMP_DEPENDENT_PROTEIN_KINASE_COMPLEX AKAP14 AKAP4 PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B GOCC_CANONICAL_INFLAMMASOME_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CANONICAL_INFLAMMASOME_COMPLEX AIM2 CARD16 CARD8 CASP1 CASP4 CASP5 DDX3X DHX33 GSDMD MEFV NAIP NLRC4 NLRP1 NLRP3 NLRP6 NLRP9 PYCARD GOCC_CARBOXY_TERMINAL_DOMAIN_PROTEIN_KINASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CARBOXY_TERMINAL_DOMAIN_PROTEIN_KINASE_COMPLEX CCNH CCNK CCNT1 CCNT2 CDK12 CDK13 CDK7 CDK9 ERCC2 ERCC3 GTF2H1 GTF2H2 GTF2H2C GTF2H2C_2 GTF2H3 GTF2H4 GTF2H5 MMS19 MNAT1 GOCC_CARDIAC_MYOFIBRIL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CARDIAC_MYOFIBRIL CRYAB DES MYBPC3 MYL2 TNNI3 TNNT2 GOCC_CASPASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CASPASE_COMPLEX CAPN1 CAPN2 CAPNS1 CAPNS2 CASP9 GPAA1 PIGK PIGS PIGT PIGU GOCC_CATALYTIC_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CATALYTIC_COMPLEX A1CF ABAT ABTB1 ACD ACTB ACTBL2 ACTG1 ACTL6A ACTL6B ACTL9 ACTR5 ACTR6 ACTR8 ACVR1 ACVR1B ACVR1C ACVR2A ACVR2B ADRM1 AEBP2 AFG3L2 AGL AGO1 AGO2 AGO3 AGO4 AIMP1 AIMP2 AKAP14 AKAP4 AKAP5 ALG14 ALYREF AMBRA1 AMFR AMN1 ANAPC1 ANAPC10 ANAPC11 ANAPC13 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 ANKIB1 ANKRD9 ANP32E APC APC2 APH1A APH1B APOBEC1 APOBEC3F APOBEC3G APPBP2 AQR ARID1A ARID1B ARID2 ARID4A ARID4B ARIH1 ARIH2 ARMC8 ASB1 ASB12 ASB2 ASB4 ASCC1 ASCC2 ASCC3 ASH2L ATAD5 ATF2 ATG101 ATG12 ATG13 ATG14 ATG16L1 ATG16L2 ATG3 ATG5 ATM ATP23 ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5F1EP2 ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5MGL ATP5MJ ATP5MK ATP5PB ATP5PD ATP5PF ATP5PO ATP6AP1 ATP6AP2 ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1C2 ATP6V1D ATP6V1E1 ATP6V1E2 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1G3 ATP6V1H ATXN7 ATXN7L3 AXIN1 AXIN2 AZI2 BABAM2 BARD1 BAZ1A BAZ1B BAZ2A BCAS2 BCCIP BCKDHA BCKDHB BCKDK BCL11A BCL11B BCL7A BCL7B BCL7C BCOR BCS1L BECN1 BECN2 BICRA BICRAL BLM BMI1 BOD1 BOD1L1 BPTF BRAP BRCA1 BRCA2 BRCC3 BRD1 BRD7 BRD8 BRD9 BRMS1 BRMS1L BRPF1 BRPF3 BTRC BUB1B BUD31 C15orf48 C17orf49 C1D C2 C2orf49 CAB39 CAB39L CACTIN CACYBP CALM1 CALM2 CALM3 CAMK1G CAMK2A CAMK2B CAMK2D CAMK2G CAND1 CAPN1 CAPN2 CAPNS1 CAPNS2 CASC3 CASP10 CASP2 CASP8 CASP9 CAT CBLL1 CBR4 CBX2 CBX4 CBX5 CBX6 CBX7 CBX8 CCDC103 CCDC115 CCDC65 CCNA1 CCNA2 CCNB1 CCNB2 CCNB3 CCNC CCND1 CCND2 CCND3 CCNE1 CCNE2 CCNF CCNG1 CCNG2 CCNH CCNI CCNI2 CCNJ CCNJL CCNK CCNL1 CCNL2 CCNO CCNP CCNQ CCNT1 CCNT2 CCNY CDC16 CDC20 CDC20B CDC23 CDC26 CDC27 CDC40 CDC5L CDC73 CDK1 CDK12 CDK13 CDK14 CDK16 CDK19 CDK2 CDK2AP1 CDK2AP2 CDK3 CDK4 CDK5 CDK5R1 CDK5R2 CDK6 CDK7 CDK8 CDK9 CDKN1A CDKN1B CDKN2D CECR2 CFAP70 CFB CFDP1 CFH CFLAR CHD3 CHD4 CHD5 CHD8 CHM CHML CHRAC1 CHUK CISH CKS1B CKS2 CLNS1A CLP1 CLPP CLPX CNEP1R1 CNPPD1 COA6 COLEC10 COLEC11 COMMD1 COP1 COX10 COX15 COX4I1 COX4I2 COX5A COX5B COX6A1 COX6A2 COX6B1 COX6B2 COX6C COX7A1 COX7A2 COX7A2L COX7A2P2 COX7B COX7B2 COX7C COX8A COX8C CRADD CRBN CRCP CREBBP CRNKL1 CSNK1A1 CSNK2A1 CSNK2A2 CSNK2B CTDNEP1 CTNNB1 CTNNBIP1 CTR9 CTU1 CUL1 CUL2 CUL3 CUL4A CUL4B CUL5 CUL7 CUL9 CWC15 CWC22 CWC25 CWC27 CXXC1 CYB5B CYB5R3 CYBA CYBB CYC1 DAD1 DAPK1 DARS1 DAW1 DBF4 DBF4B DBT DCAF1 DCAF10 DCAF11 DCAF12 DCAF12L1 DCAF12L2 DCAF13 DCAF15 DCAF16 DCAF17 DCAF4 DCAF4L1 DCAF4L2 DCAF5 DCAF6 DCAF7 DCAF8 DCAF8L1 DCAF8L2 DCLRE1C DCTN1 DCTN2 DCTN4 DCUN1D1 DCUN1D2 DCUN1D3 DCUN1D4 DCUN1D5 DDA1 DDB1 DDB2 DDOST DDX1 DDX21 DDX23 DDX41 DDX5 DECR1 DEK DERL1 DERL2 DERL3 DET1 DGCR8 DHDDS DHX35 DHX38 DHX8 DHX9 DICER1 DIS3 DIS3L DISC1 DKC1 DLAT DLD DLST DMAC2 DMAC2L DMAP1 DNAH1 DNAH10 DNAH11 DNAH12 DNAH14 DNAH17 DNAH2 DNAH3 DNAH5 DNAH6 DNAH7 DNAH8 DNAH9 DNAI1 DNAI2 DNAI3 DNAI4 DNAI7 DNAL1 DNAL4 DNALI1 DNHD1 DNMT3A DNMT3B DNMT3L DNTTIP1 DPF1 DPF2 DPF3 DPM1 DPM2 DPM3 DPY30 DR1 DRC1 DROSHA DTL DUOX1 DUOX2 DYDC1 DYDC2 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLL1 DYNLL2 DYNLRB1 DYNLRB2 DYNLT1 DYNLT2 DYNLT2B DYNLT3 DYNLT4 DYNLT5 DYRK2 E2F6 ECPAS EEA1 EED EEF1E1 EFTUD2 EID3 EIF4A3 ELOB ELOC ELOVL6 ELP1 ELP2 ELP3 ELP4 ELP5 ELP6 EME1 EME2 ENC1 ENO1 ENO2 ENO3 ENO4 ENY2 EP300 EP400 EPC1 EPC2 EPOP EPRS1 ERC1 ERCC2 ERCC3 ERCC6 ERCC8 ERH ERN1 ESS2 ETFA ETFB EXOSC1 EXOSC10 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 EXT2 EZH1 EZH2 F13A1 F13B F3 F7 FADD FAM8A1 FAM98A FAM98B FAM98C FANCD2 FANCI FAP FARSA FARSB FBH1 FBXL12 FBXL13 FBXL14 FBXL15 FBXL16 FBXL17 FBXL18 FBXL19 FBXL2 FBXL20 FBXL21P FBXL3 FBXL4 FBXL5 FBXL6 FBXL7 FBXL8 FBXO10 FBXO11 FBXO15 FBXO17 FBXO2 FBXO21 FBXO24 FBXO25 FBXO27 FBXO3 FBXO31 FBXO32 FBXO33 FBXO38 FBXO39 FBXO4 FBXO42 FBXO44 FBXO45 FBXO48 FBXO6 FBXO7 FBXO8 FBXO9 FBXW11 FBXW4 FBXW5 FBXW7 FBXW8 FCN1 FCN2 FCN3 FEM1A FEM1B FEM1C FH FNTA FNTB FOXRED1 FRG1 FUT6 FXN FZR1 GAN GANAB GAR1 GATAD2A GATAD2B GATB GATC GBA3 GCLC GCLM GCSH GID4 GID8 GLDC GLMN GMPR GMPR2 GNA11 GNA12 GNA13 GNA14 GNA15 GNAI1 GNAI2 GNAI3 GNAL GNAO1 GNAQ GNAS GNAT1 GNAT2 GNAT3 GNAZ GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG14 GNG2 GNG3 GNG4 GNG5 GNG5B GNG7 GNG8 GNGT1 GNGT2 GNL3L GNPTG GOLGA7 GOLGA7B GPAA1 GPATCH1 GPD1 GPD1L GPD2 GPIHBP1 GPR37 GRHPR GSK3A GSK3B GTF2A1 GTF2A1L GTF2A2 GTF2B GTF2E1 GTF2E2 GTF2F1 GTF2F2 GTF2H1 GTF2H2 GTF2H2C GTF2H2C_2 GTF2H3 GTF2H4 GTF2H5 GTPBP1 GUCY1A1 GUCY1A2 GUCY1B1 HADHA HADHB HCFC1 HCFC2 HDAC1 HDAC10 HDAC11 HDAC2 HDAC3 HDAC4 HDAC5 HDAC6 HDAC7 HDAC8 HDAC9 HEXA HEXB HINT1 HMGXB4 HNRNPA1 HNRNPA1L2 HNRNPA1L3 HNRNPA2B1 HNRNPA3 HNRNPAB HNRNPC HNRNPF HNRNPH1 HNRNPK HNRNPM HNRNPR HNRNPU HR HRAS HSD17B10 HSD17B12 HSD17B8 HSPB1 HTRA2 IARS1 IDH3A IDH3B IDH3G IGF1R IKBKB IKBKE IKBKG ILVBL IMMP1L IMMP2L ING1 ING2 ING3 ING4 ING5 INO80 INO80B INO80C INO80D INO80E INSR INSRR IRS1 ISY1 ITPR1 JADE1 JADE2 JADE3 JARID2 JMJD1C KANSL1 KANSL1L KANSL2 KANSL3 KARS1 KAT14 KAT2A KAT2B KAT5 KAT6A KAT6B KAT7 KAT8 KBTBD6 KBTBD7 KBTBD8 KCTD10 KCTD13 KCTD17 KCTD2 KCTD5 KDM1A KDM3A KDM3B KDM6A KDM6B KEAP1 KLHDC1 KLHDC10 KLHDC2 KLHDC3 KLHL12 KLHL13 KLHL2 KLHL20 KLHL21 KLHL22 KLHL24 KLHL25 KLHL3 KLHL40 KLHL41 KLHL42 KLHL7 KLHL8 KLHL9 KMT2A KMT2B KMT2C KMT2D KMT2E KRTCAP2 LARS1 LAS1L LDHA LDHAL6B LDHB LDHC LEO1 LIG3 LIG4 LMO7 LPL LSM11 LSM2 LSM3 LSM7 LYRM4 LZTR1 MAD2L2 MAEA MAGOH MAGOHB MAGT1 MAP3K5 MAP3K7 MARCHF6 MARS1 MAT1A MAT2A MAT2B MAVS MAX MBD2 MBD3 MBIP MBL2 MBTD1 MCCC1 MCCC2 MCM3 MCRS1 MEAF6 MED1 MED10 MED11 MED12 MED13 MED17 MED18 MED21 MED27 MED30 MED31 MED6 MED7 MED8 MEN1 METTL1 METTL14 METTL3 METTL4 MGA MIB2 MIDEAS MKLN1 MLEC MMS19 MNAT1 MOCS1 MOCS2 MORF4L1 MORF4L2 MPHOSPH6 MRGBP MRPL44 MRPS36 MSL1 MSL2 MSL3 MSL3P1 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MTA1 MTA2 MTA3 MTARC1 MTCO2P12 MTREX MUS81 MYBBP1A MYZAP N6AMT1 NAA10 NAA11 NAA15 NAA16 NAA20 NAA25 NAA30 NAA35 NAA38 NAA50 NAT10 NCCRP1 NCF1 NCF1B NCF1C NCF2 NCF4 NCK1 NCOA6 NCOR1 NCR1 NCSTN NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA3 NDUFA4 NDUFA4L2 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFAF1 NDUFB1 NDUFB10 NDUFB11 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFC2-KCTD14 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 NEDD4 NEK10 NEU2 NFRKB NHEJ1 NHP2 NKD1 NME8 NOP10 NOX1 NOX3 NOX4 NOX5 NOXA1 NOXO1 NRIP1 NSMCE1 NSMCE2 NSMCE3 NSMCE4A NUAK1 NUAK2 NUDCD3 NUS1 NVL ODAD1 OGDH OGDHL OGT ORMDL1 ORMDL2 ORMDL3 OS9 OST4 OSTC OTULIN P3H3 P3H4 P3R3URF P4HA1 P4HB PAAF1 PABPC1 PAF1 PAFAH1B1 PAFAH1B2 PAFAH1B3 PAGR1 PALB2 PARD3 PARD6A PARD6B PARD6G PAXIP1 PAXX PBRM1 PCCA PCCB PCGF1 PCGF2 PCGF3 PCGF5 PCGF6 PCMTD1 PCNA PDCD6 PDHA1 PDHA2 PDHB PDHX PDK1 PDK2 PDP1 PDPR PDSS1 PDSS2 PEF1 PELP1 PEX2 PFKFB1 PFKL PFKM PFKP PGGT1B PHC1 PHC2 PHC3 PHF10 PHF12 PHF20 PHF20L1 PHF21A PHKA1 PHKA2 PHKB PHKG1 PHKG2 PIAS4 PIDD1 PIGA PIGC PIGH PIGK PIGM PIGP PIGQ PIGS PIGT PIGU PIGV PIGY PIK3C2A PIK3C2B PIK3C2G PIK3C3 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R4 PIK3R5 PIK3R6 PLAU PLAUR PLOD1 PLRG1 PMPCA PMPCB PNN PNPT1 POLA1 POLA2 POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POLG POLG2 POLR1A POLR1B POLR1C POLR1D POLR1E POLR1F POLR1G POLR1H POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2J2 POLR2J3 POLR2K POLR2L POLR2M POLR3A POLR3B POLR3C POLR3D POLR3E POLR3F POLR3G POLR3GL POLR3H POLR3K POLRMT POP1 POP4 POP5 POP7 POTEE POTEF POTEI POTEJ POTEKP PPCDC PPIE PPIL1 PPIL2 PPIL3 PPP1CA PPP1CB PPP1CC PPP1R10 PPP1R12A PPP1R15A PPP1R15B PPP1R3A PPP1R3B PPP1R3C PPP1R3D PPP1R3E PPP1R3F PPP1R3G PPP1R9B PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R2A PPP2R2B PPP2R2C PPP2R2D PPP2R3A PPP2R3B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PPP4C PPP4R1 PPP4R2 PPP4R3A PPP4R3B PPP4R3C PPP4R4 PPWD1 PRAME PRAMEF6 PRAMEF9 PRDM4 PRICKLE1 PRIM1 PRIM2 PRIMPOL PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKACA PRKACB PRKACG PRKAG1 PRKAG2 PRKAG3 PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCI PRKCSH PRKCZ PRKDC PRKN PRKRA PRMT1 PRMT5 PRORP PRPF19 PRPF31 PRPF4B PRPF6 PRPF8 PRPS1 PRPS1L1 PRPS2 PRPSAP1 PRPSAP2 PSEN1 PSEN2 PSENEN PSG9 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTGES3 PTPA PYCARD PYDC1 QARS1 QPRT QRSL1 QTRT1 QTRT2 RABGGTA RABGGTB RAC1 RAC2 RAC3 RAD18 RAD23A RAD23B RAD51 RAG1 RALY RAMAC RAMACL RANBP10 RANBP2 RANBP9 RANGAP1 RARS1 RB1 RB1CC1 RBBP4 RBBP5 RBBP7 RBCK1 RBM15 RBM15B RBM22 RBM44 RBM47 RBM8A RBMX RBX1 RCHY1 RCOR1 RCOR2 RCOR3 RERE REV3L RFC1 RFC4 RHBDD2 RING1 RIOK1 RIPK1 RMI1 RMI2 RMND5A RMND5B RMRP RNASEH2A RNASEH2B RNASEH2C RNASEK RNF11 RNF14 RNF144A RNF144B RNF168 RNF19A RNF19B RNF2 RNF20 RNF217 RNF31 RNF40 RNF7 RNF8 RNMT RPAP1 RPN1 RPN2 RPP14 RPP21 RPP25 RPP25L RPP30 RPP38 RPP40 RPPH1 RRAGA RRAGB RRAGC RRAGD RRM1 RRM2 RRM2B RSF1 RTCB RTF1 RTRAF RUVBL1 RUVBL2 SAE1 SAP130 SAP18 SAP30 SAP30L SART1 SATB2 SCLY SDHA SDHB SDHC SDHD SEC11A SEC11B SEC11C SEL1L SENP3 SESN2 SETD1A SETD1B SETD5 SF3A1 SF3A2 SF3A3 SF3B1 SF3B2 SF3B3 SF3B5 SF3B6 SGF29 SHARPIN SHOC2 SIAH1 SIN3A SIN3B SINHCAF SKIC8 SKP1 SKP2 SLA2 SLF1 SLF2 SLU7 SMARCA1 SMARCA2 SMARCA4 SMARCA5 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMC5 SMC6 SMCR8 SMG5 SMG6 SMG7 SMURF2 SNRNP200 SNRNP40 SNRPA1 SNRPB SNRPB2 SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SNRPGP15 SNRPN SNW1 SNX4 SOCS1 SOCS2 SOCS3 SOCS4 SOCS5 SOCS6 SOCS7 SOS1 SPCS1 SPCS2 SPCS3 SPG7 SPOP SPOPL SPSB1 SPSB2 SPSB3 SPSB4 SPTLC1 SPTLC2 SPTLC3 SPTSSA SPTSSB SRCAP SRRM1 SRRM2 SRSF1 SS18 SS18L1 STING1 STK11 STRADA STRADB STT3A STT3B STUB1 SUCLA2 SUCLG1 SUCLG2 SUDS3 SUGT1 SUMO4 SUPT20H SUPT20HL1 SUPT20HL2 SUPT3H SUPT7L SUPV3L1 SUZ12 SYF2 SYNCRIP SYVN1 TADA1 TADA2A TADA2B TADA3 TAF1 TAF10 TAF11 TAF11L10 TAF11L11 TAF11L12 TAF11L13 TAF11L14 TAF11L2 TAF11L3 TAF11L4 TAF11L6 TAF11L7 TAF11L8 TAF11L9 TAF12 TAF13 TAF1L TAF2 TAF3 TAF4 TAF4B TAF5 TAF5L TAF6 TAF6L TAF7 TAF7L TAF8 TAF9 TAF9B TANK TARBP2 TBK1 TBKBP1 TBL1X TBL1XR1 TBL1Y TBP TBPL1 TCEA1 TCIRG1 TENT2 TEP1 TERC TERT TET1 TEX10 TFIP11 TFPT TGFBR1 TGFBR2 THBD THG1L TICAM1 TMED10 TMEM183A TMEM183BP TMEM199 TMEM258 TNFAIP1 TOP2A TOP3A TOPORS TOX4 TP53BP1 TPR TRAF2 TRAF3 TRAF7 TRERF1 TREX1 TRIM40 TRMT10C TRMT6 TRMT61A TRMT61B TRPC4AP TRRAP TSEN2 TSEN34 TSEN54 TSN TSNAX TSPAN17 TSSK1B TSSK2 TSSK3 TSSK6 TUSC3 TXNL1 U2AF1 UBA2 UBAC1 UBE2A UBE2B UBE2C UBE2D1 UBE2D2 UBE2D3 UBE2D4 UBE2E1 UBE2I UBE2J2 UBE2L3 UBE2L5 UBE2L6 UBE2N UBE2S UBE2V1 UBE2V2 UBE3A UBE3C UBE3D UBE4A UBE4B UBQLN1 UBR1 UBR2 UBR3 UBXN8 UCHL5 UGT1A1 UGT3A1 UGT3A2 ULK1 UQCR10 UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRFS1P1 UQCRH UQCRHL UQCRQ USP14 USP22 USP33 USP47 UTY UVRAG UXS1 VAC14 VCP VHL VIRMA VPS4A VPS4B VPS72 WDR26 WDR4 WDR5 WDR5B WDR77 WDR82 WDR83 WDR93 WDTC1 WRAP53 WTAP WWP1 WWP2 XAB2 XRCC4 XRCC5 XRCC6 YEATS2 YEATS4 YJU2 YPEL5 YY1 ZBTB7A ZBTB8OS ZC3H13 ZCCHC8 ZDHHC9 ZER1 ZFAND2A ZFC3H1 ZNF217 ZNF541 ZNFX1 ZNHIT1 ZSWIM4 ZSWIM5 ZSWIM6 ZSWIM8 ZYG11A ZYG11B ZZZ3 GOCC_CATALYTIC_STEP_1_SPLICEOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CATALYTIC_STEP_1_SPLICEOSOME CASC3 CWC22 CWC25 EIF4A3 ISY1 MAGOHB PRPF19 PRPF8 RBM22 RBM8A SNRNP200 YJU2 GOCC_CATALYTIC_STEP_2_SPLICEOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CATALYTIC_STEP_2_SPLICEOSOME ALYREF AQR BCAS2 BUD31 CACTIN CDC40 CDC5L CRNKL1 CWC15 CWC22 CWC27 DDX23 DDX41 DDX5 DHX35 DHX38 DHX8 EFTUD2 EIF4A3 ESS2 FRG1 GPATCH1 HNRNPA1 HNRNPA1L2 HNRNPA1L3 HNRNPA2B1 HNRNPA3 HNRNPC HNRNPF HNRNPH1 HNRNPK HNRNPM HNRNPR HNRNPU ISY1 LSM2 LSM3 LSM7 MAGOH MAGOHB MTREX PABPC1 PLRG1 PNN PPIE PPIL1 PPIL2 PPIL3 PPWD1 PRPF19 PRPF4B PRPF6 PRPF8 RALY RBM22 RBM44 RBM8A RBMX SART1 SF3A1 SF3A2 SF3A3 SF3B1 SF3B2 SF3B3 SF3B6 SLU7 SNRNP200 SNRNP40 SNRPA1 SNRPB SNRPB2 SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SNRPGP15 SNRPN SNW1 SRRM1 SRRM2 SRSF1 SYF2 SYNCRIP TFIP11 U2AF1 WDR83 XAB2 ZCCHC8 GOCC_CATENIN_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CATENIN_COMPLEX APC APC2 CDH1 CDH10 CDH11 CDH12 CDH13 CDH15 CDH17 CDH18 CDH19 CDH2 CDH20 CDH22 CDH23 CDH24 CDH26 CDH3 CDH4 CDH5 CDH6 CDH7 CDH8 CDH9 CDHR3 CTNNA1 CTNNA2 CTNNB1 CTNND1 DCHS1 JUP GOCC_CATION_CHANNEL_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CATION_CHANNEL_COMPLEX ABCB8 ABCC8 ABCC9 AKAP6 AKAP9 ATP2A1 C2CD6 CACHD1 CACNA1A CACNA1B CACNA1C CACNA1D CACNA1E CACNA1F CACNA1G CACNA1H CACNA1I CACNA1S CACNA2D1 CACNA2D2 CACNA2D3 CACNA2D4 CACNB1 CACNB2 CACNB3 CACNB4 CACNG1 CACNG2 CACNG3 CACNG4 CACNG6 CACNG7 CACNG8 CALM1 CALM2 CALM3 CASQ2 CATSPER1 CATSPER2 CATSPER3 CATSPER4 CATSPERB CATSPERD CATSPERE CATSPERG CATSPERZ CCDC51 CNGA1 CNGA2 CNGA3 CNGA4 CNGB1 CNGB3 CNTNAP2 DPP10 DPP6 EFCAB9 FKBP1A FKBP1B GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 HCN1 HCN2 HCN3 HCN4 HSPA2 HTR3A HTR3B HTR3C HTR3D HTR3E KCNA1 KCNA10 KCNA2 KCNA3 KCNA4 KCNA5 KCNA6 KCNA7 KCNAB1 KCNAB2 KCNAB3 KCNB1 KCNB2 KCNC1 KCNC2 KCNC3 KCNC4 KCND1 KCND2 KCND3 KCNE1 KCNE2 KCNE5 KCNF1 KCNG1 KCNG2 KCNG3 KCNG4 KCNH1 KCNH2 KCNH4 KCNIP1 KCNIP2 KCNIP3 KCNIP4 KCNJ11 KCNJ14 KCNJ16 KCNJ2 KCNJ3 KCNJ4 KCNJ5 KCNJ6 KCNJ8 KCNK1 KCNK2 KCNK4 KCNK6 KCNMA1 KCNMB1 KCNMB2 KCNMB3 KCNMB4 KCNN1 KCNN4 KCNQ1 KCNQ2 KCNQ3 KCNQ4 KCNQ5 KCNS1 KCNS2 KCNS3 KCNV1 KCNV2 LRRC26 LRRC38 LRRC52 LRRC55 MCU MCUB MICU1 MICU2 MICU3 ORAI1 PDE4B PDE4D PKD1 PKD1L1 PKD1L3 PKD2 PKD2L1 PRKACA PTPA RYR1 RYR2 RYR3 SCN10A SCN11A SCN1A SCN1B SCN2A SCN2B SCN3A SCN3B SCN4A SCN4B SCN5A SCN7A SCN8A SCN9A SCNN1A SCNN1B SCNN1D SCNN1G SLC5A3 SMDT1 STAC3 TMEM249 TMEM262 TRPC1 TRPC3 TRPC4 TRPC5 TRPC6 TRPC7 TRPM4 TRPV6 UNC80 GOCC_CATION_TRANSPORTING_ATPASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CATION_TRANSPORTING_ATPASE_COMPLEX ABCC8 ABCC9 ATP12A ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP1B1 ATP1B2 ATP1B3 ATP1B4 ATP4A ATP4B FXYD1 FXYD2 FXYD4 KCNJ8 PLN SLC9A1 GOCC_CATSPER_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CATSPER_COMPLEX C2CD6 CATSPER1 CATSPER2 CATSPER3 CATSPER4 CATSPERB CATSPERD CATSPERE CATSPERG CATSPERZ EFCAB9 HSPA2 TMEM249 TMEM262 GOCC_CAVEOLA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CAVEOLA ADCY8 ADCYAP1R1 ADRA1A ADRA1B ADTRP AKAP6 ASAH2 ATP1A2 ATP2B4 BMPR1A BMPR2 BVES CAV1 CAV2 CAV3 CAVIN1 CAVIN2 CAVIN3 CAVIN4 CBL CD320 CD36 CDH1 CDH13 CDH15 CLN3 CORO1C CTNNA1 CTNNB1 DLC1 EFNA5 EHD2 EMP2 F2R FASLG FLOT1 FLOT2 FXYD1 GASK1A HCK HDAC6 HTR2A IGF1R INSR IRS1 JAK2 KCNA5 KCNMA1 KIF18A LIPE LRP6 LRP8 LRRK2 MAPK1 MAPK3 MLC1 MYOF NEU3 NOS1AP NOS3 PACSIN2 PLPP1 PLPP2 PLVAP PTCH1 PTGIS PTGS2 RANGRF SCARB1 SCN5A SELE SLC22A6 SLC2A1 SLC6A3 SMO SMPD2 SORBS1 SPRED1 SRC TFPI TGFBR2 TRPC4 GOCC_CBM_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CBM_COMPLEX BCL10 CARD10 CARD11 CARD9 MALT1 GOCC_CCAAT_BINDING_FACTOR_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CCAAT_BINDING_FACTOR_COMPLEX CEBPZ ING2 NFYA NFYB NFYC GOCC_CCR4_NOT_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CCR4_NOT_COMPLEX CNOT1 CNOT10 CNOT11 CNOT2 CNOT3 CNOT4 CNOT6 CNOT6L CNOT7 CNOT8 CNOT9 CPEB3 TNKS1BP1 TOB1 GOCC_CCR4_NOT_CORE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CCR4_NOT_CORE_COMPLEX CNOT1 CNOT2 CNOT3 CNOT7 CNOT8 CNOT9 GOCC_CD40_RECEPTOR_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CD40_RECEPTOR_COMPLEX BIRC2 CD40 CHUK DIABLO HTRA2 IKBKB RNF31 TRAF2 TRAF3 TRAF5 TRAF6 GOCC_CD95_DEATH_INDUCING_SIGNALING_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CD95_DEATH_INDUCING_SIGNALING_COMPLEX CASP10 CASP8 CFLAR FADD FAF1 FAS GOCC_CDC73_PAF1_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CDC73_PAF1_COMPLEX CDC73 CTR9 LEO1 PAF1 PEX2 RTF1 SKIC8 GOCC_CELL_BODY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CELL_BODY ABL1 ACTA1 ACTA2 ACTC1 ACTG2 ACVRL1 ADAM11 ADAM21 ADCY10 ADCY8 ADCYAP1 ADNP ADORA1 ADORA2A ADRA2A AGRP AKAP12 AKAP9 ALCAM AMFR AMIGO1 ANG ANXA3 APOB APOD APOE APP ARC ARHGEF7 ASCL1 ASIC2 ASS1 ASTN1 ASTN2 ATOH7 ATP13A2 ATP1A2 ATP1A3 ATP1B2 ATP2B2 ATP7A ATXN10 AURKA AZIN2 BACE1 BAIAP2 BGLAP BMPR1A BMPR1B BMPR2 BPTF BRAF BRD1 BRINP1 BRINP2 BRINP3 C4A C9orf72 CACNA1A CACNA1B CACNA1C CACNA1E CACNA1F CACNG4 CACNG7 CAD CADM2 CALB1 CALCA CAPN2 CASP3 CASP8 CASR CCN3 CCNG1 CCR2 CCR4 CCT2 CCT3 CCT4 CCT5 CCT7 CCT8 CD200 CD22 CD3E CD40 CDC42 CDK5 CDK5R1 CHRM2 CHRNA10 CHRNA3 CHRNA4 CIB1 CLCN2 CNGA3 CNKSR2 CNN3 CNR2 CNTN2 CNTNAP2 COBL CPLX1 CPLX2 CPNE5 CPNE6 CRH CRHBP CRIPT CRMP1 CRYAB CSNK1E CTNND2 CX3CL1 CX3CR1 CXADR CYBB CYFIP1 CYGB CYP17A1 DAB2IP DBNL DCTN1 DDN DHX36 DIP2B DISC1 DLG2 DMWD DNAJB1 DNER DPYSL3 DPYSL5 DRD2 DRP2 DSCAM DTNBP1 DVL1 EFHC1 EFNA2 EIF4A3 ELAVL4 ELK1 ELOVL5 ENC1 ENO2 EPHA4 EPHA5 EPHB2 EPO ERMN EVX1 FADD FBXO31 FBXW11 FCGR2B FCHSD1 FEZ1 FKBP4 FLNA FLRT1 FMR1 FRMD7 FUBP3 FXR1 FXR2 FYN FZD3 FZD5 G3BP1 GABBR1 GABRA2 GABRA5 GABRD GAL GAP43 GDI1 GFAP GFRA1 GHR GHRH GIGYF2 GIP GJB2 GJC2 GLRA1 GLRA3 GLRX2 GLRX5 GLUL GNA12 GNAI2 GNAT1 GNAZ GNB3 GNB4 GNG3 GPM6A GRIA1 GRIA2 GRIA4 GRIK2 GRIK3 GRIN3A GRIN3B GRIP1 GRIP2 GRIPAP1 GSK3A HCFC1 HCN3 HDAC1 HDAC6 HIP1R HMCN2 HOMER1 HPCA HPN HSP90AA1 HSP90AA4P HSP90AB1 HSPA1L HTR2A HTR5A IGF1R IGF2BP1 IL6ST INHA INPP5F INSR ITGA1 ITGA4 ITGA8 ITPR3 KATNB1 KCNA1 KCNA2 KCNB1 KCNB2 KCNC1 KCNC2 KCNC3 KCNC4 KCND1 KCND2 KCND3 KCNE3 KCNH1 KCNIP4 KCNJ10 KCNJ14 KCNJ2 KCNK1 KCNK2 KCNN1 KCNN2 KCNN3 KCNN4 KCNQ1 KIF5A KIF5C KISS1 KLHL1 KLHL14 KLHL17 KLHL24 KNCN KNDC1 KREMEN1 L1CAM LMTK2 LPAR1 LRIT3 LRP4 LRP6 LRP8 LRRK2 LSM1 LYPD6 MAGOHB MAP1A MAP1B MAP1S MAP2 MAP2K4 MAPK8IP1 MAPK8IP2 MAPK8IP3 MAPT MAST1 MBP MCRS1 MIR107 MME MOB4 MPL MUL1 MYO10 MYO1D MYOT NAXE NCDN NCF1 NDEL1 NDN NDUFS7 NEGR1 NEURL1 NEUROG1 NF2 NGB NGFR NPFF NPPA NQO1 NRSN1 NRSN2 NRXN1 NSMF NTRK1 NTSR1 NUMA1 OLFM1 OMP OPN4 OPRK1 OPRM1 P2RX2 P2RX4 P2RX6 P2RX7 P2RY1 P2RY12 PACRG PAFAH1B1 PALS1 PARK7 PCSK1 PCSK2 PDE1A PDE1B PDE1C PDE9A PDYN PENK PGRMC1 PHAX PI4K2A PICALM PINK1 PITPNM1 PITPNM3 PJVK PLK3 PLXDC1 PLXND1 PMM1 PMM2 PNOC POLR2M PPP1CA PPP1R1B PPP1R9B PPP2R1A PPT1 PRKAA1 PRKAA2 PRKAR2B PRKCZ PRPH PSD2 PSEN1 PSEN2 PTK2B PTK7 PTPN13 PTPRF PTPRN PTPRS PUM2 PURA PYCARD RAB17 RAB38 RAB5A RAB8A RAC3 RACK1 RAP1GAP RAPGEF2 RBM8A RCVRN RDH5 RET RGS7BP RGS8 RIC3 RIN3 RIT2 RLBP1 RNF112 RNF157 ROGDI ROR2 RPE65 RPL28 RPS6 RPTOR RRM1 RTN1 RTN4R RTN4RL1 RTN4RL2 RUFY3 S100A5 S100B SCN11A SCN1A SCN1B SEMA4F SEPTIN14 SEPTIN4 SERPINF1 SERPINI1 SEZ6 SEZ6L SEZ6L2 SHANK2 SHTN1 SIAH2 SIRT2 SKOR1 SLC12A2 SLC12A5 SLC17A8 SLC1A1 SLC1A2 SLC1A3 SLC22A3 SLC24A1 SLC25A27 SLC2A13 SLC2A3 SLC38A1 SLC38A2 SLC38A7 SLC3A2 SLC4A10 SLC4A8 SLC5A7 SLC6A1 SLC6A2 SLC6A3 SLC6A6 SLC8A1 SLC8A2 SLC8A3 SMN1 SMN2 SMURF1 SNAP25 SNCA SNCAIP SNCB SNCG SOD1 SORBS2 SORCS2 SORL1 SOS1 SPTBN2 SPTBN4 SRC SRD5A1 SRD5A2 SRR SRSF10 SST STAU1 STAU2 STEEP1 STK39 STMN2 STRN STRN3 SV2A SYAP1 SYN1 SYNDIG1 SYNPO SYT11 SYT4 SYT5 TAC1 TACR1 TACR3 TANC1 TBX21 TCP1 TGFB2 TGFB3 TH THY1 TIAM1 TIAM2 TLR2 TMEM100 TMEM132E TMEM266 TMEM50A TMPRSS3 TMPRSS5 TNF TNFRSF1B TNN TOP1 TPX2 TRPC5 TRPM2 TRPM4 TRPM5 TRPV1 TRPV2 TTBK1 TTLL7 TUBB TUBB3 TUBB4A TXN2 TXNRD2 UBB UCHL1 UCN UNC5A UNC5C UPF3B USH2A USP33 VGF VPS35 VTI1A VTI1B WASHC5 WDFY3 WDR47 WHRN WNK4 XRN1 YKT6 ZC4H2 ZNF385A ZNF804A ZPBP2 ZPR1 GOCC_CELL_BODY_FIBER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CELL_BODY_FIBER ASS1 HTR2A PENK SACS SPTBN4 SRD5A1 SRD5A2 GOCC_CELL_BODY_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CELL_BODY_MEMBRANE ADCY8 AMIGO1 ATP1A3 ATP1B2 ATP2B2 CADM2 CD22 CX3CR1 DAB2IP FLRT1 GABRA5 GRIA1 HPCA INSR KCNA2 KCNB1 KCNB2 KCNC1 KCNC2 KCNC3 KCNC4 KCND2 KCNE3 P2RY12 RGS8 SLC12A2 SLC4A8 SLC6A2 SLC6A3 TACR3 THY1 UNC5A GOCC_CELL_CELL_CONTACT_ZONE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CELL_CELL_CONTACT_ZONE ACTN1 AFDN AHNAK AJAP1 AKAP6 ANK2 ANK3 ANKRD23 ATP1A2 ATP1B1 BAIAP2L2 CADM4 CAV3 CDH2 CTNNA1 CTNNA3 CTNNB1 CXADR DES DLG1 DSC2 DSG2 DSP FGF13 FGFRL1 FHOD1 FLCN FLOT1 FLOT2 FXYD1 GJA1 GJA5 GJC1 ITGB1 JAM2 JAM3 JUP KCNA5 KCNJ2 MYH1 NECTIN1 NECTIN2 NECTIN3 NRAP OBSL1 OPALIN PAK1 PCDH9 PGM5 PIK3CA PKP2 PKP4 RANGRF RAP2B RAP2C SCN1A SCN1B SCN2A SCN4B SCN5A SCRIB SLC2A1 SLC31A1 SLC8A1 SLC9A1 SPTBN4 TIAM1 TJP2 TMEM65 VAMP5 VCL YWHAH GOCC_CELL_CELL_JUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CELL_CELL_JUNCTION ABCB11 ABCB4 ABCC2 ABI2 ACTB ACTG1 ACTN1 ACTR3 ADAM10 ADAM15 ADAM17 ADCYAP1R1 ADD1 ADD3 ADGRB1 ADGRL3 AFDN AHI1 AHNAK AJAP1 AJM1 AJUBA AKAP6 AKT1 ALOX15B AMOT AMOTL1 AMOTL2 AMTN ANK2 ANK3 ANKRD23 ANXA1 ANXA2 AOC1 APC APP AQP3 AQP7 ARHGAP17 ARHGAP24 ARHGEF2 ARHGEF6 ARVCF ASH1L ATP1A2 ATP1B1 B4GALT1 BAIAP2 BAIAP2L1 BAIAP2L2 BMPR2 BVES C1QTNF5 CADM1 CADM3 CADM4 CALB2 CAMSAP3 CASK CAV3 CCDC85A CCDC85B CCDC85C CCN3 CCND1 CD2 CD2AP CD3E CD53 CD99L2 CDC42 CDC42BPA CDC42BPB CDC42EP1 CDC42EP4 CDCA3 CDH1 CDH10 CDH11 CDH12 CDH13 CDH15 CDH17 CDH18 CDH19 CDH2 CDH20 CDH22 CDH24 CDH26 CDH3 CDH4 CDH5 CDH6 CDH7 CDH8 CDH9 CDHR3 CDK4 CDSN CEACAM1 CGN CGNL1 CLDN1 CLDN10 CLDN11 CLDN12 CLDN14 CLDN15 CLDN16 CLDN17 CLDN18 CLDN19 CLDN2 CLDN20 CLDN22 CLDN23 CLDN24 CLDN25 CLDN3 CLDN34 CLDN4 CLDN5 CLDN6 CLDN7 CLDN8 CLDN9 CLIC4 CLMP CNKSR1 CNN2 CNN3 CNTNAP1 CNTNAP2 COL13A1 COL17A1 CORO1A CRB1 CRB2 CRB3 CSK CTNNA1 CTNNA2 CTNNA3 CTNNB1 CTNND1 CTNND2 CXADR CYTH1 CYTH2 CYTH3 DAG1 DBN1 DES DLG1 DLG2 DLG3 DLG4 DLG5 DLL1 DNMBP DPP4 DSC1 DSC2 DSC3 DSG1 DSG2 DSG3 DSG4 DSP ECT2 EFNA5 EFNB2 EIF4G2 EPB41L3 EPB41L4B EPB41L5 EPCAM EPHA2 EPHA4 EPPK1 ESAM EVPL EZR F11R FAT1 FAT2 FBF1 FER FERMT2 FGF13 FGFR4 FGFRL1 FHOD1 FLCN FLNA FLOT1 FLOT2 FLRT1 FLRT2 FLRT3 FMN1 FRMD4A FRMD4B FRMD5 FRMD6 FRMPD2 FRS2 FSCN1 FXYD1 FZD4 FZD5 GAB1 GJA1 GJA10 GJA3 GJA4 GJA5 GJA8 GJA9 GJB1 GJB2 GJB3 GJB4 GJB5 GJB6 GJB7 GJC1 GJC2 GJC3 GJD2 GJD3 GJD4 GJE1 GRB2 GRHL2 GRIA1 HEG1 HEPACAM HMCN1 HPN IGSF11 IGSF21 IGSF5 ILDR1 ILDR2 IQGAP1 IQGAP3 ITGA5 ITGA6 ITGB1 ITGB3 ITK JAG1 JAM2 JAM3 JAML JCAD JUP KAZN KCNA2 KCNA5 KCNJ2 KIAA1210 KIFC3 KIRREL1 KIRREL2 KIRREL3 KIT KLHL24 KRIT1 KRT18 KRT8 LAMA1 LAMA3 LAT LCP2 LDB3 LIMD1 LIMS1 LIMS2 LIN7A LIN7B LIN7C LLGL1 LLGL2 LRRC7 LSR LYN MAGI1 MAGI2 MAGI3 MAP2K2 MAPK15 MARVELD2 MARVELD3 MICALL2 MIP MPDZ MPP1 MPP2 MPP3 MPP4 MPP7 MSN MTDH MXRA8 MYADM MYH1 MYH2 MYH9 MYO1E NCK1 NDRG1 NECTIN1 NECTIN2 NECTIN3 NECTIN4 NEXN NF2 NFASC NGFR NHERF4 NHS NIBAN2 NOTCH1 NPHP1 NPHP4 NPHS1 NPHS2 NRAP OBSL1 OCEL1 OCLN OPALIN OXTR P2RX7 PACSIN2 PAK1 PAK2 PAK4 PALS1 PALS2 PANX1 PANX2 PANX3 PARD3 PARD3B PARD6A PARD6B PARD6G PARK7 PATJ PCDH1 PCDH12 PCDH9 PCDHGA12 PDCD6IP PDLIM1 PDLIM2 PDLIM3 PDLIM4 PDLIM5 PDLIM7 PDXP PDZD11 PDZD2 PECAM1 PERP PGM5 PIK3CA PIK3R1 PIKFYVE PIP5K1C PKD2 PKN2 PKP1 PKP2 PKP3 PKP4 PLCG1 PLEKHA7 PLEKHG5 PLPP3 PLXDC1 PMP22 PNN PODXL POF1B POLDIP2 PPL PPP1CA PPP1R9B PPP3CA PRICKLE4 PRKCD PRKCG PRKCH PRKCI PRKCZ PRKD1 PTK7 PTPN6 PTPRJ PTPRK PTPRM PTPRU PVR PXN RAB10 RAB13 RANGRF RAP1B RAP2B RAP2C RAPGEF2 RASIP1 RDX RHO RHOA RIGI RND1 RPGRIP1L S100A11 SAPCD2 SCN1A SCN1B SCN2A SCN4B SCN5A SCRIB SDCBP SDCCAG8 SGCA SGSM3 SH3BP1 SH3KBP1 SHROOM1 SHROOM2 SHROOM3 SHROOM4 SIPA1L3 SIRT2 SKAP1 SLC2A1 SLC2A2 SLC31A1 SLC8A1 SLC9A1 SMAD7 SNAP23 SORBS1 SPECC1L SPTBN2 SPTBN4 SSX2IP STARD10 STEAP1 STRN STX3 STXBP6 SV2A SYMPK SYNM SYNPO TBCD TCHP TEK TGFBR1 THEMIS TIAM1 TJAP1 TJP1 TJP2 TJP3 TLN1 TMEM204 TMEM47 TMEM65 TMOD3 TNK2 TNKS1BP1 TRAF4 TRIM29 TRPC4 TRPC6 TRPV4 TSPAN33 TWF1 UBA1 UBN1 USP53 VAMP5 VANGL2 VAPA VASP VAV1 VCL VEGFA VEZT VSIG10 VSIG10L2 WAS WASF2 WDR1 WNK3 WNK4 WTIP YBX3 YWHAH ZAP70 ZYX GOCC_CELL_CORTEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CELL_CORTEX ACTB ACTN1 ACTN2 ACTN3 ACTN4 ACTR1A ACTR2 ADD3 AGTRAP AKAP12 AKAP13 AKT1 AKT2 ANLN AQP7 ARC ARF6 ARFIP2 ARHGAP32 ARHGAP33 ARHGEF7 ARV1 ASPH ASTN2 AXIN1 BFSP1 BFSP2 BIN2 BSN C2CD2L C2CD5 CABP1 CALB1 CALD1 CAP1 CAPN2 CAPZA2 CAPZA3 CAPZB CAV1 CD302 CDH1 CDH2 CIB2 CLASP1 CLASP2 CLDN5 CLIC5 CLIP1 CLIP2 CLIP3 CLIP4 CLTA CLTB CNKSR1 COBL CORO1A CORO1C COTL1 CRIP2 CSNK1G2 CTBP1 CTBP2 CTNNB1 CTNND1 CTSZ CTTN CTTNBP2 CYTIP DBN1 DBNL DCTN1 DCTN4 DENND2B DLC1 DLG4 DMTN DST DSTN DYNC1H1 ECT2 EEF1A1 EMD ENO1 EPB41 EPB41L2 EPB42 EPS8 ERC1 ERC2 ERMN EXOC1 EXOC2 EXOC3 EXOC3L1 EXOC3L2 EXOC3L4 EXOC4 EXOC5 EXOC6 EXOC6B EXOC7 EXOC8 EZR FABP1 FABP2 FAM110A FAM110C FCHSD1 FER FERMT2 FGB FGF1 FGFR2 FLNA FLNB FLOT1 FLOT2 FMN2 FMNL1 FNBP1 FNBP1L FRMPD1 FRY FRYL FSCN1 GAD1 GIPC1 GLRX3 GNAI1 GPSM1 GPSM2 GRB2 GRK4 GRM7 GSN GUCY1B1 GYPC GYS2 HAX1 HFE HIP1R HMCN1 INSC IQGAP1 IQGAP2 IQGAP3 ITCH ITPR2 KCNC3 KDF1 KHDC3L KIAA1614 KNCN KRT19 LAMC2 LANCL2 LASP1 LLGL1 LLGL2 MAEA MAPRE1 MARCKS MED28 MELK MICAL3 MISP MKLN1 MLPH MPP1 MPP7 MTSS2 MYADM MYH10 MYH9 MYL12B MYL9 MYO10 MYO1A MYO1C MYO1D MYO1E MYO5B MYO6 MYO7A MYO9B MYRIP MYZAP NCL NDFIP1 NEDD4 NEDD9 NF2 NLRP5 NOS2 NRBP1 NSMF NUMA1 OOEP OR2C1 OSR1 PAFAH1B1 PARD3 PARD3B PARD6A PARD6B PARD6G PCLO PDLIM2 PDZD4 PFN1 PFN4 PHLDB1 PHLDB2 PJVK PKD2 PLA2G4C PLEKHH2 PLS1 POTEF PPFIA3 PPP1R9A PPP1R9B PRKCB PRKCZ PRKD1 PSEN1 PSEN2 PTK2 PTK2B PXN RAC1 RAI14 RAPGEF3 RASAL3 RDX RHOA RIC8B RIMS1 RIMS2 RIMS3 RIMS4 RTKN RYR1 SAPCD2 SCIN SELE SEPTIN1 SEPTIN10 SEPTIN11 SEPTIN12 SEPTIN14 SEPTIN2 SEPTIN3 SEPTIN4 SEPTIN5 SEPTIN6 SEPTIN7 SEPTIN8 SEPTIN9 SHROOM1 SHROOM2 SHROOM3 SHROOM4 SLC2A1 SLC4A1 SNAP25 SNCA SNX9 SPINK5 SPIRE1 SPIRE2 SPRR4 SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 STIM1 STIMATE STK39 STOX1 STXBP1 TBCB TCHP TLE6 TMEM250 TMOD1 TNFAIP2 TPM4 TRAF2 TRAF6 TRAK1 TRIP10 TRPC4 TRPV4 TSC1 UNC13A UNC13B UNC13C WASL WDPCP WDR1 GOCC_CELL_CORTEX_REGION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CELL_CORTEX_REGION ACTR1A BSN CLASP1 CLASP2 CLTA CLTB CTBP1 CTBP2 CTNNB1 CTNND1 DCTN1 ERC1 ERC2 FABP1 FABP2 GNAI1 GPSM2 GUCY1B1 INSC MYO5B NUMA1 PCLO PHLDB1 PHLDB2 PKD2 PPFIA3 PRKCZ RIMS1 RIMS2 RIMS3 RIMS4 SAPCD2 SPTBN5 STXBP1 TCHP UNC13A UNC13B UNC13C GOCC_CELL_DIVISION_SITE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CELL_DIVISION_SITE ANKRD45 ANLN ARF6 CEP55 DCTN3 ECT2 FSD1 GTF2B HMCN1 HMCN2 HTR3A ICAM2 ITGB1 KATNBL1 LIMA1 MAEA MASTL MEN1 MYH10 MYH9 MYLK NDE1 NF2 OR2A4 PDXP PITPNM1 PKN1 PKN2 PLCD3 PLEKHG6 PLK4 PPP1CC PSD PSD2 PSD4 PSTPIP1 RAB11A RAB11FIP3 RAB11FIP4 RAB21 RACGAP1 RALA RDX RHOA RHOB RHOC RTKN SEPTIN1 SEPTIN10 SEPTIN11 SEPTIN12 SEPTIN14 SEPTIN2 SEPTIN3 SEPTIN4 SEPTIN5 SEPTIN6 SEPTIN7 SEPTIN8 SEPTIN9 SPIRE1 SPIRE2 SSH1 STAMBP SVIL TMEM250 TUBGCP2 TUBGCP3 TUBGCP4 TUBGCP5 TUBGCP6 WDR73 ZFYVE19 GOCC_CELL_LEADING_EDGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CELL_LEADING_EDGE AAK1 ABCA7 ABI1 ABI2 ABI3 ABITRAM ABL1 ABLIM1 ABLIM3 ACAP2 ACTA1 ACTA2 ACTB ACTC1 ACTG2 ACTN1 ACTR3 ADAM17 ADGRE2 ADGRV1 ADORA1 ADORA2A AIF1 AIF1L AJUBA AKAP5 AKT1 AKT2 ALS2 AMOT AMPH ANGPTL3 ANK1 ANTXR1 APBB1 APBB1IP APBB2 APC APC2 APPL1 APPL2 ARAP3 ARF1 ARF4 ARF6 ARFIP2 ARHGAP18 ARHGAP31 ARHGAP44 ARHGAP45 ARHGEF2 ARHGEF26 ARHGEF4 ARHGEF6 ARHGEF7 ARPC2 ARPC3 ARPC5 ARPIN ASAP3 ATF4 ATP2B2 ATP6AP2 ATP6V1B2 ATP7A AVIL BAIAP2 BCAR1 BCAS3 BMX BRK1 BSPRY C2CD5 CADM4 CAPG CAPRIN1 CAPZB CARMIL1 CARMIL2 CARMIL3 CCDC88A CD177 CD2AP CD44 CDC42 CDC42BPA CDC42BPB CDC42BPG CDH1 CDH2 CDK5 CDK6 CDKL5 CFL1 CHRNA7 CIB1 CLASP2 CLCN3 CLIP1 CLRN1 CLRN2 CNTNAP2 COBL CORO1A CORO1B CORO1C CSPG4 CTNNA1 CTNNA3 CTNNB1 CTNND1 CTTN CTTNBP2NL CXCR4 CYFIP1 CYTH3 DAG1 DAGLA DBNL DCTN1 DDN DDX3X DGKZ DIAPH1 DLC1 DOCK8 DPP4 DPP9 DPYSL3 DST DUOX1 DUOX2 DUOXA2 DUSP22 EEF1A1 EGFR ENAH EPB41L3 EPB41L5 EPHA2 EPS8 EPS8L1 EPS8L2 EPS8L3 ERBB2 EVL EXOC8 EZR FAM107A FAM89B FAP FAT1 FER FERMT1 FERMT2 FGD1 FGD2 FGD3 FGD4 FGD5 FGD6 FGR FLOT1 FLOT2 FRMD4B FSCN1 FSCN3 GABBR1 GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRE GABRG1 GABRG2 GABRG3 GBF1 GDPD2 GIT1 GPER1 GRIA1 GSN HAX1 HDAC6 HIP1R HPCA IFIT5 IGF2BP1 ILK INPP5E INPP5J INPP5K INPPL1 INSR IQGAP1 IQGAP2 ITGA5 ITGA8 ITGAV ITGB1 ITGB1BP1 ITGB3 ITGB4 ITSN1 JCAD JMY KANK1 KCNA2 KCNB1 KCNC1 KCNC2 KCNC3 KCNC4 KDF1 KIF18A KITLG KLHL2 KLHL41 KNSTRN KPTN KSR1 LAMP5 LAYN LCP1 LDB1 LDB2 LIMA1 LIMK1 LMO4 MACF1 MAPT MCC MEFV MKLN1 MPP2 MTM1 MTMR14 MTMR6 MTMR9 MTSS1 MTSS2 MYADM MYH10 MYH9 MYLK MYO10 MYO1C MYO1D MYO1G MYO5A MYO6 MYO9B NCKAP1 NDEL1 NEDD9 NF2 NHERF1 NHS NME1 NME2 NRBP1 OCLN OPRD1 P4HB PABPC1 PACSIN1 PACSIN2 PAFAH1B1 PAK1 PALLD PARD6A PARVA PARVB PDE4A PDE9A PDLIM4 PDLIM7 PDPN PDXP PHACTR4 PHLDB2 PHPT1 PIEZO1 PIK3CA PIP5K1A PIP5K1C PKD2 PKN2 PLA2G4F PLCE1 PLCG1 PLCG2 PLEK PLEK2 PLEKHA1 PLEKHG5 PLEKHH2 PLEKHO1 PLXND1 PODXL PPP1R9B PRKCI PRKCZ PSD PSD2 PSD3 PSD4 PSTPIP1 PTK2B PTK6 PTPN13 PTPRJ PTPRK PTPRM PTPRO PXN RAB13 RAB22A RAB34 RAB3IP RAB5A RAC1 RAC2 RAC3 RAPGEF3 RAPH1 RASA1 RASGRP2 RDX RHOA RIGI RINL RIPOR2 RNH1 ROBO2 ROCK1 RPS3 RUFY3 S100A11 S100A6 S100B SAMSN1 SCIMP SCRIB SCYL3 SGCE SH2B2 SH2D3C SH3BGRL3 SH3BP1 SH3RF1 SH3YL1 SHISA6 SHISA7 SHISA8 SHISA9 SHTN1 SLC12A5 SLC1A2 SLC39A6 SLC9A1 SLC9A5 SLK SNAP25 SNTG1 SNX1 SNX2 SNX5 SNX9 SORBS2 SPATA13 SPEF1 SPRY2 SPRY4 SPTBN1 SRC SRGAP2 SSH1 SSX2IP STMN2 STON1 STX2 STX3 STX4 SWAP70 SYNE2 TACR3 TESC TESK1 THEM4 THY1 TIAM1 TIAM2 TIRAP TLN1 TLN2 TLR4 TMEM87A TPM1 TRPM7 TRPV1 TRPV4 TSC1 TUBB3 TUBG1 TWF1 TWF2 UNC5A UNC5C USH2A VAMP7 VASP VEZT VIL1 VIM WASF1 WASF2 WASF3 WASH3P WASL WIPF1 WWC1 GOCC_CELL_POLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CELL_POLE ASTN2 GRM6 PI4K2A RAB8B RDX SLC32A1 SLC3A2 GOCC_CELL_PROJECTION_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CELL_PROJECTION_MEMBRANE ABCA7 ABCG2 ACE ACE2 ADAM17 ADCY3 ADGRE2 ADGRV1 ADORA1 ADORA2A AIF1 AIF1L AKAP5 AKT2 AMN AMN1 ANK1 ANTXR1 APC APC2 APPL2 AQP1 AQP8 ARF4 ARF6 ARHGAP45 ARHGEF2 ARHGEF4 ARL13A ARL13B ARPC1A ARPC2 ATF4 ATP1B2 ATP2B2 ATP6AP2 ATP6V0A4 ATP7A B4GALT1 BBIP1 BBS1 BBS2 BBS4 BBS5 BBS7 BBS9 BMX BVES C2CD5 CA4 CA9 CASK CD36 CD44 CDHR1 CDHR2 CDHR5 CDKL5 CEACAM1 CEACAM20 CFL1 CHRNA7 CIB1 CLASP2 CLCN3 CLRN2 CLTB CLTRN CNGA1 CNGA2 CNGA4 CNGB1 CNTNAP2 CORO1C CSPG4 CTNNB1 CUBN CYBRD1 CYS1 DAGLA DDN DHRS3 DIAPH1 DLC1 DLG1 DMD DMTN DOCK8 DPEP1 DPP4 DRD1 DRD2 DRD5 EEF1A1 EFCAB7 EGFR EHD1 EHD3 EPB41L3 EPB41L5 EPHA2 EPS8 EPS8L1 EPS8L2 EPS8L3 ERBB2 EVC EVC2 EZR FAM107A FAP FCRL3 FERMT1 FERMT2 FFAR4 FGD2 FGD5 FGR FOLR1 FSCN1 FSCN3 FZD9 GABBR1 GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRE GABRG1 GABRG2 GABRG3 GAP43 GNA12 GNA13 GNAT1 GNAT2 GPER1 GPI GPR157 GPR161 GPR37L1 GRIA1 GUCY2D HHIP HIP1R HLA-G HPCA HSP90AA1 IFIT5 INPP5K INSR IQCE ITGA3 ITGA5 ITGA8 ITGAV ITGB1 ITGB3 ITLN1 IZUMO1R JCAD KANK1 KCNA2 KCNB1 KCNC1 KCNC2 KCNC3 KCNC4 KCNK1 KSR1 LAMP5 LCP1 LIMA1 LRP2 MACF1 MAPRE1 MAPT MCHR1 MFSD10 MOSMO MPP2 MSN MTMR6 MTMR9 MTSS2 MTTP MUC20 MXRA8 MYO10 MYO1C MYO1D MYO6 NAPEPLD NCKAP1 NDRG4 NF2 NHERF1 NME1 OPRD1 P2RY12 PACSIN1 PACSIN2 PAK1 PALM PDE4A PDE6A PDE6B PDE6G PDE6H PDE9A PDPN PDXP PDZK1 PEX19 PHLPP2 PIEZO1 PIP5K1A PIP5K1C PKD1 PKD1L1 PKD2 PKD2L1 PLA2G4F PLB1 PLCG1 PLCG2 PLEK PLEK2 PLEKHA1 PLEKHO1 PLXND1 PODXL PPP1R9B PRCD PRKCB PROM1 PROM2 PSD PSD2 PSD3 PSD4 PTCH1 PTPRH PTPRJ RAB25 RAB34 RAB35 RAB8A RAC1 RASGRP2 RHO RHOA RIGI RIPOR2 ROBO2 ROM1 RPS3 S100P SCIMP SCNN1A SEPTIN2 SGCE SH2D3C SH3BGRL3 SH3YL1 SHANK2 SHANK3 SHISA6 SHISA7 SHISA8 SHISA9 SLC11A2 SLC12A2 SLC12A5 SLC17A3 SLC17A4 SLC19A1 SLC1A2 SLC20A2 SLC22A12 SLC22A5 SLC26A2 SLC26A3 SLC26A4 SLC26A6 SLC27A4 SLC28A1 SLC28A2 SLC28A3 SLC34A1 SLC34A2 SLC34A3 SLC38A4 SLC39A6 SLC3A1 SLC46A1 SLC5A1 SLC5A6 SLC6A18 SLC6A19 SLC6A6 SLC7A11 SLC7A5 SLC7A8 SLC7A9 SLC9A3 SLC9A5 SMO SNAP29 SNTG1 SPATA13 SPRY2 SPRY4 SPTBN1 SRC SSTR3 STX4 SYNE2 SYTL1 TACR3 TAS2R4 TAS2R43 TAS2R46 TBC1D10C TCTN2 TCTN3 TESC THEM4 THY1 TIAM1 TIRAP TLN1 TMEM17 TMEM231 TMEM67 TPM1 TRPM6 TRPV1 TRPV4 TSPEAR TTC8 TTYH1 TWF1 TXNDC15 UMOD UNC5A USH2A UTRN VASP VEZT WWC1 GOCC_CELL_SUBSTRATE_JUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CELL_SUBSTRATE_JUNCTION ABCB4 ACTB ACTC1 ACTG1 ACTN1 ACTN2 ACTN3 ACTN4 ACTR2 ACTR3 ADAM10 ADAM17 ADAM9 ADD1 ADGRB1 ADGRE5 AFAP1 AHNAK AIF1L AJUBA AKAP12 ALCAM ALKBH6 ALOX15B AMBRA1 ANXA1 ANXA5 ANXA6 APBB1IP ARF1 ARF6 ARHGAP22 ARHGAP24 ARHGAP26 ARHGAP31 ARHGEF2 ARHGEF7 ARL14EP ARL2 ARMC5 ARPC1B ARPC2 ARPC3 ARPC5 ARPC5L ASAP3 ATAT1 ATP6V0A2 ATP6V0C AVIL B2M BCAR1 BCAR3 BSG CALR CAP1 CAPN1 CAPN2 CAPN5 CASK CASS4 CAT CAV1 CAV2 CAV3 CBL CD151 CD44 CD46 CD59 CD81 CD9 CD99 CD99L2 CDC42 CDC42EP1 CDH13 CDH2 CFL1 CHP1 CIB2 CLASP1 CLASP2 CLTC CNN1 CNN2 CNN3 COL17A1 CORO1B CORO1C CORO2B CPNE3 CSPG4 CSRP1 CSRP2 CTNNA1 CTNNB1 CTTN CYFIP1 DAB2 DAG1 DCAF6 DCTN4 DDR2 DIXDC1 DLC1 DMD DNM2 DOCK7 DPP4 DST EFNB2 EFS EGFR EHD3 ENAH ENG EPB41L2 EPB41L5 EPHA2 EPPK1 ERBIN EVL EZR FAM107A FAP FAT1 FBLIM1 FBLN7 FERMT1 FERMT2 FERMT3 FES FGFR3 FHL1 FHL2 FHL3 FLII FLNA FLNB FLNC FLOT1 FLOT2 FLRT1 FLRT2 FLRT3 FLT1 FOCAD FZD1 FZD2 G3BP1 GAK GDI2 GFRAL GIT1 GIT2 GJA1 GNA12 GNA13 GNB2 GRB7 GSN HACD3 HCK HMCN1 HMGA1 HNRNPK HSP90B1 HSPA1A HSPA1B HSPA5 HSPA8 HSPA9 HSPB1 HSPG2 HYOU1 ICAM1 IGF2R IL16 IL1RL1 ILK IQGAP1 IRF2 ITGA1 ITGA11 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA6 ITGA8 ITGAV ITGB1 ITGB1BP1 ITGB2 ITGB3 ITGB4 ITGB5 ITGB6 ITGB7 ITGB8 ITGBL1 JAK1 JAK2 JUP KIF23 KLF11 KRAS L1CAM LAMA3 LAMTOR3 LAP3 LASP1 LAYN LCP1 LIMA1 LIMD1 LIMK1 LIMS1 LIMS2 LMLN LMO7 LPP LPXN LRP1 MAP2K1 MAP2K2 MAP4K4 MAPK1 MAPK3 MAPRE1 MAPRE2 MARCKS MCAM MDC1 MISP MME MMP14 MPRIP MPZL1 MRC2 MSN MYH9 NCKAP1 NCSTN NECTIN2 NEDD9 NEXN NFASC NHERF2 NHS NME2 NOX4 NPHS1 NPM1 NRAP NRP1 NUMB P4HB PABPC1 PACSIN2 PAK1 PAK4 PALLD PARVA PARVB PARVG PCBP2 PDCD6IP PDGFRB PDIA3 PDLIM1 PDLIM7 PDPK1 PEAK1 PEAK3 PFN1 PGM5 PHLDB2 PI4KA PIK3R2 PIP5K1A PIP5K1C PLAU PLAUR PLEC PPFIA1 PPFIBP1 PPIA PPIB PPP1CB PPP1CC PPP1R12A PRAG1 PRKAR2A PROCR PRUNE1 PTK2 PTK2B PTK7 PTPN12 PTPRA PTPRC PVR PXN RAB10 RAB21 RAC1 RAC2 RALA RDX REXO2 RHOA RHOB RHOG RHOU RND3 RPL10A RPL12 RPL13A RPL18 RPL19 RPL22 RPL23 RPL27 RPL3 RPL30 RPL31 RPL37A RPL38 RPL4 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPS10 RPS11 RPS13 RPS14 RPS15 RPS16 RPS17 RPS18 RPS19 RPS2 RPS29 RPS3 RPS3A RPS4X RPS5 RPS7 RPS8 RPS9 RRAS RRAS2 RSU1 S100A7 SCARB2 SCARF2 SDC4 SDCBP SENP1 SH3KBP1 SHC1 SHROOM4 SLC4A2 SLC6A4 SLC9A1 SLC9A5 SMPX SNAP23 SNTB1 SNTB2 SORBS1 SORBS2 SORBS3 SPRY4 SRC SRCIN1 SRP68 SSH2 STARD8 STX16 SVIL SYNE2 SYNPO2 TADA1 TEK TES TGFB1I1 TGM2 THSD1 THY1 TLE2 TLN1 TLN2 TM4SF20 TNC TNFSF13B TNS1 TNS2 TNS3 TNS4 TPM4 TRIM15 TRIOBP TRIP6 TRPV4 TSPAN4 TSPAN9 TWF1 UBOX5 USP33 VASP VCL VIM WASF1 XIRP1 XIRP2 YES1 YWHAB YWHAE YWHAG YWHAQ YWHAZ ZFYVE21 ZNF185 ZYX GOCC_CELL_SURFACE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CELL_SURFACE AAMP ABCA1 ABCA7 ABCB1 ABCB11 ABCC2 ABCC4 ABCG1 ABCG2 ACE ACE2 ACHE ACKR2 ACKR3 ACKR4 ACVR1B ACVR2A ACVRL1 ADA ADAM10 ADAM15 ADAM17 ADAM2 ADAM20 ADAM21 ADAM29 ADAM30 ADAM8 ADAM9 ADAMTS13 ADAMTS15 ADAMTS7 ADAMTS9 ADCYAP1R1 ADGRA2 ADGRA3 ADGRE1 ADGRF5 ADGRG2 ADGRG6 ADGRV1 ADIPOQ ADRA2B ADTRP AGER AIMP1 AJAP1 ALCAM ALPP AMBP AMELX AMOT ANGPTL3 ANK3 ANO6 ANOS1 ANPEP ANTXR1 ANTXR2 ANTXRL ANXA1 ANXA2 ANXA4 ANXA5 ANXA9 AOC3 APMAP APOA4 APOH APP AQP11 AQP4 AREG ARSB ART1 ASGR1 ASGR2 ASIC1 ASTN1 ATP1B2 ATP5F1A ATP5F1B ATP5IF1 ATP6AP2 AXL AZGP1 B2M B4GALT1 BACE1 BCAM BGN BMP10 BMP2 BMPR1A BMPR2 BSN BSPH1 BST2 BTN1A1 BTN2A1 BTN2A2 BTN2A3P BTN3A1 BTN3A2 BTN3A3 BTNL10P BTNL2 BTNL3 BTNL8 BTNL9 C1QBP C3 CA4 CACNG2 CACNG4 CALR CAPN2 CAPN5 CASR CAV3 CCR1 CCR10 CCR2 CCR3 CCR4 CCR5 CCR6 CCR7 CCR8 CCR9 CCRL2 CD109 CD14 CD151 CD163 CD163L1 CD19 CD1A CD1B CD1C CD1D CD1E CD2 CD200 CD200R1 CD200R1L CD207 CD209 CD22 CD226 CD24 CD244 CD248 CD27 CD274 CD276 CD28 CD302 CD33 CD34 CD36 CD38 CD3D CD3E CD3G CD4 CD40 CD40LG CD44 CD46 CD47 CD5 CD53 CD55 CD58 CD59 CD5L CD6 CD63 CD69 CD74 CD79A CD79B CD80 CD83 CD84 CD86 CD8A CD8B CD8B2 CD9 CD93 CD99L2 CDH13 CDH17 CDH2 CDH5 CEACAM1 CEACAM19 CEACAM20 CEACAM21 CEACAM3 CEACAM4 CEACAM5 CEACAM6 CEACAM7 CEACAM8 CFC1 CFC1B CFTR CHADL CHRNA1 CHRNA4 CHRNA7 CHRNB2 CLCN3 CLDND1 CLEC10A CLEC12B CLEC14A CLEC17A CLEC1B CLEC2B CLEC2D CLEC4A CLEC4C CLEC4D CLEC4E CLEC4F CLEC4G CLEC4M CLEC5A CLEC6A CLEC7A CLEC9A CLIC4 CLMP CLPTM1 CLSTN1 CLSTN2 CLSTN3 CLU CNTFR CNTN2 CNTNAP2 COL23A1 COLEC10 COLEC11 CORIN CPM CR1 CRLF1 CRLF2 CRYAB CSF1R CSF2RA CSF2RB CSF3R CSPG4 CSPG5 CST8 CTLA4 CTNND1 CTSB CTSK CUBN CUZD1 CX3CL1 CX3CR1 CXCL10 CXCL12 CXCL9 CXCR1 CXCR2 CXCR3 CXCR4 CXCR5 CXCR6 CYP2W1 DAG1 DCBLD2 DCC DCSTAMP DIP2A DMD DNAI2 DPP4 DSCAML1 DSG2 DUOX1 DUOX2 EBI3 ECE1 EFNA5 EFNB1 EGFL7 EGFL8 EGFR ELANE ELSPBP1 EMP2 ENG ENO1 ENOX1 ENOX2 ENPEP ENPP1 ENPP3 ENTPD6 EPCAM EPHA2 EPHA4 EPHA5 EPHB2 EPO EPOR EPPIN ERMAP ERP29 ERP44 F10 F2 F2R F3 FAM234A FAP FAS FASLG FCER1A FCER1G FCER2 FCGR1A FCGR2B FCGR3A FCGRT FCN1 FCN2 FCN3 FCRL1 FCRL2 FCRL3 FCRL4 FCRL5 FCRL6 FERMT2 FGA FGB FGF10 FGF8 FGFBP1 FGFR2 FGFR3 FGG FLOT1 FLT3LG FOLH1 FOLR1 FOLR2 FOLR3 FURIN FUT4 FZD1 FZD10 FZD3 FZD4 FZD5 FZD6 FZD9 GFRA1 GFRA2 GFRA3 GFRA4 GFRAL GHR GHRHR GHSR GJD3 GLDN GLRA1 GP1BA GP2 GP6 GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 GPIHBP1 GPR37 GPRC5B GREM1 GRIA1 GRIA2 GRIN1 GRIN2A GRIN2B GSR H1-1 H2BC1 HAVCR1 HAVCR2 HBEGF HCST HEG1 HFE HHIP HHLA2 HILPDA HJV HLA-A HLA-B HLA-C HLA-DMA HLA-DPA1 HLA-DPB1 HLA-DRA HLA-DRB1 HLA-E HLA-F HLA-G HLA-H HM13 HMGB1 HMMR HNRNPU HPN HRG HSP90AA1 HSP90AB1 HSPA2 HSPA5 HSPD1 HTR3B HYAL2 HYAL4 ICAM1 ICOSLG IDE IGF2R IGHM IGSF21 IGSF3 IGSF5 IL11RA IL12B IL12RB1 IL12RB2 IL13 IL13RA1 IL13RA2 IL15RA IL17A IL17RC IL1A IL1R1 IL1RAPL1 IL1RL1 IL21R IL23R IL27 IL27RA IL2RA IL2RB IL2RG IL31RA IL3RA IL4R IL5RA IL6R IL6ST IL7R IL9R INSR INTU IQGAP2 IRAK1 IRAK4 ISLR2 ITGA1 ITGA10 ITGA11 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA6 ITGA7 ITGA8 ITGA9 ITGAD ITGAE ITGAL ITGAM ITGAV ITGAX ITGB1 ITGB2 ITGB3 ITGB4 ITGB5 ITGB6 ITGB7 ITGB8 ITGBL1 IZUMO1R JAM2 KCNA1 KCNA5 KCNB1 KCNC1 KCNE1 KCNE2 KCNH2 KCNH5 KCNJ3 KCNK2 KCNN2 KCNQ1 KCNQ3 KDR KISS1R KIT KLRB1 KLRC1 KLRC2 KLRC3 KLRC4 KLRC4-KLRK1 KLRD1 KLRK1 KRT10 KRT4 L1CAM LAG3 LAMP1 LAMP3 LAYN LBP LCT LDLR LEPR LGALS3 LIFR LILRA5 LILRB1 LILRB2 LILRB4 LIPG LMAN2 LMO7 LPAR1 LPAR2 LPL LRFN1 LRFN2 LRFN3 LRFN4 LRFN5 LRP2 LRP4 LRP6 LRP8 LRPAP1 LRRC24 LRRC32 LRRC8A LRRTM1 LTF LY6D LY6G5B LY6G5C LY6G6C LY6G6D LY75 LY9 LYN LYPLA1 LYZL6 MAP3K5 MAS1 MBL2 MBP MCAM MELTF MET MFAP3 MFGE8 MICA MICB MIF MME MMP16 MOG MPL MPZL1 MR1 MRC1 MRGPRX1 MS4A1 MS4A2 MSLN MSLNL MSN MST1R MUC16 MUC17 MXRA8 MYD88 MYO18A NCAM1 NCR2 NDP NECTIN2 NEO1 NEU3 NGFR NLGN1 NLGN2 NLGN3 NLGN4X NLGN4Y NOD2 NOTCH1 NOTCH2 NOTCH3 NOTCH4 NPTN NRCAM NRDC NRROS NRXN1 NT5E NTRK1 NTSR1 OSMR OTOA P2RX1 P2RX7 P2RY1 P2RY12 P4HB PACC1 PCSK6 PCSK9 PDCD1 PDCD1LG2 PDGFA PDGFB PDGFC PDGFRA PDIA3 PDIA4 PHB1 PHB2 PICALM PKD1 PKD1L3 PKD2L1 PKHD1 PLA2G1B PLA2R1 PLAT PLAU PLAUR PLET1 PLG PLVAP PLXNB2 PLXNB3 PPFIA2 PPFIA4 PRLR PRND PRNP PROCR PROM1 PROM2 PSEN1 PSEN2 PSG1 PSG11 PSG2 PSG3 PSG4 PSG5 PSG6 PSG7 PSG8 PSG9 PTGFRN PTPRC PTPRJ PTPRK PTPRT PVR PXDN RAET1E RAET1G RAET1L RALA RAMP1 RAMP2 RAMP3 RC3H2 RER1 RGMA ROBO1 ROBO2 ROR1 ROR2 RPS6KB1 RS1 RSPO2 RTBDN RTN2 RTN4R RTN4RL1 RTN4RL2 RTP1 RTP2 S100A10 S1PR1 SCARA5 SCARB1 SCN5A SCNN1A SCNN1B SCNN1G SCUBE1 SCUBE2 SCUBE3 SDC1 SDC2 SDC3 SDC4 SELE SELL SELP SEMA7A SERPINA5 SERPINF2 SFRP1 SFRP4 SHH SIRPA SIRPB1 SLAMF1 SLAMF6 SLAMF7 SLAMF8 SLAMF9 SLC11A2 SLC1A1 SLC1A2 SLC1A3 SLC1A4 SLC22A11 SLC24A1 SLC26A9 SLC2A4 SLC32A1 SLC34A1 SLC38A1 SLC39A6 SLC3A2 SLC46A1 SLC46A2 SLC4A3 SLC4A4 SLC6A1 SLC6A2 SLC6A3 SLC7A11 SLC7A5 SLC9A1 SLC9A3 SLITRK3 SLITRK6 SMIM1 SORL1 SORT1 SPA17 SPARC SPN SRPX SRPX2 ST14 STAB2 STRC STRCP1 STX4 SULF1 SULF2 TACR1 TAS2R16 TCN2 TDGF1 TDGF1P3 TECTB TEK TF TFPI TFR2 TFRC TGFA TGFB1 TGFB3 TGFBR1 TGFBR2 TGFBR3 THBD THBS1 THY1 TIGIT TIRAP TLN1 TLR2 TLR3 TLR4 TLR8 TMC1 TMEM102 TMEM123 TMEM8B TMIGD1 TMPRSS11F TMX3 TNF TNFRSF10A TNFRSF10B TNFRSF10C TNFRSF10D TNFRSF11A TNFRSF13C TNFRSF14 TNFRSF18 TNFRSF1A TNFRSF4 TNFRSF9 TNFSF18 TNFSF4 TNN TNR TNS1 TPBG TPO TREM1 TREM2 TREML1 TREML2 TREML4 TRGC1 TRGC2 TRGV1 TRGV2 TRGV3 TRGV4 TRGV5 TRGV8 TRGV9 TRPC4 TRPM8 TRPV1 TRPV2 TRPV4 TSHR TSPAN14 TSPAN15 TSPAN32 TSPAN33 TSPAN8 TSPEAR TYRO3 TYROBP ULBP1 ULBP2 ULBP3 UMOD UMODL1 UNC5C UNC5D UPK1A USP14 VAMP3 VAMP4 VAMP5 VASN VCAM1 VEGFA VTCN1 VWDE WIF1 WNT1 WNT3A WNT4 WNT5A WNT6 WNT7A XCR1 ZDHHC5 ZPLD1 GOCC_CELL_TIP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CELL_TIP GRM6 PI4K2A RAB8B RDX SLC32A1 GOCC_CELL_TRAILING_EDGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CELL_TRAILING_EDGE BST1 EZR FLOT1 FLOT2 ICAM2 MSN MYH9 PIP5K1B PIP5K1C PRICKLE1 PSTPIP1 SCIMP SELPLG SPN GOCC_CENTRAL_ELEMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CENTRAL_ELEMENT C14orf39 INCENP SYCE1 SYCE2 SYCE3 SYCP1 TEX11 TEX12 GOCC_CENTRIOLAR_SATELLITE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CENTRIOLAR_SATELLITE AK5 ALDOB BBS1 BBS4 BBS5 BBS9 C2CD3 C2CD5 CCDC112 CCDC113 CCDC13 CCDC14 CCDC18 CCDC57 CCDC61 CCDC66 CCNO CD2AP CD86 CDC42BPG CENPU CEP131 CEP162 CEP20 CEP290 CEP57 CEP68 CEP72 CHD3 CNTRL CSPP1 CSTPP1 CYTH4 DBH DCDC2 DDHD2 DYSF DZIP1 EXOC7 FAM184A FLII FLOT1 FNIP2 FRMD8 G6PD GPR174 HARBI1 HOOK3 IFT43 IL4R ITGB1BP1 KEAP1 KIAA0753 KIF5B KLHL12 KLHL4 KNSTRN KRT18 LATS2 LHCGR LRIF1 LRRC49 MDM1 MID1 MPP1 MYOF NAA40 NEK1 NEK6 NLRC3 NR0B1 NUDT21 ODF2L OFD1 PACSIN2 PARD6A PATJ PAX2 PBOV1 PCM1 PCNT PDZD2 PIBF1 PIK3R5 PJA2 PLK1 PODXL PRKCQ PTPN20 PXK RAB11A RAB11FIP3 RAB11FIP5 RASSF7 RBM39 RPP25 SDCCAG8 SKA1 SPAG5 SPAG9 SSX2IP STAP1 TACC3 TAF1D TAP1 TBC1D31 TEK TEX9 TMEM63A TRAPPC14 TRAT1 UBN1 UPF3B WDR13 WDR62 YTHDF2 ZBED6 ZMYND10 GOCC_CENTRIOLAR_SUBDISTAL_APPENDAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CENTRIOLAR_SUBDISTAL_APPENDAGE CCDC120 CCDC61 CCDC68 CEP128 CEP170 CNTRL DCTN1 KIF2A NIN ODF2 GOCC_CENTRIOLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CENTRIOLE AGBL2 AGBL4 AHI1 AKNA ALMS1 ARMC9 AURKA BBS4 BCCIP C10orf90 C2CD3 CAPG CBY1 CCDC102B CCDC120 CCDC146 CCDC57 CCDC68 CCDC78 CCDC88A CCDC92 CCHCR1 CCNF CCP110 CCSAP CENPJ CEP104 CEP120 CEP128 CEP131 CEP135 CEP152 CEP162 CEP164 CEP170 CEP19 CEP192 CEP20 CEP250 CEP290 CEP295 CEP295NL CEP350 CEP41 CEP43 CEP44 CEP55 CEP63 CEP76 CEP78 CEP83 CEP89 CEP97 CETN1 CETN2 CETN3 CFAP20 CIBAR1 CIBAR2 CNTLN CNTROB CPLANE2 CROCC CROCC2 DCTN1 DEUP1 DYNC2I2 DZIP1 DZIP1L ENKD1 FBF1 FBXW8 FTCD GLE1 HAP1 HERC2 HSPA1A HSPA1B HSPA6 HTT HYLS1 IFT140 IFT20 IFT43 IFT52 IFT81 IFT88 INTU IQCB1 KIAA0586 KIAA0753 KIF24 KIF2A KIF3A LRRCC1 MAGI2 MAPK15 MDM1 MKS1 MPHOSPH9 NEDD1 NEURL4 NIN NPHP4 NUBP1 NUBP2 ODAD3 ODF2 ODF2L OFD1 PARP3 PCM1 PCNT PLA2G3 PLK1 PLK2 PLK4 POC1A POC1B POC5 PPP1R35 RAB11A RAB8A RABL2B RAN RILPL1 ROCK1 RP2 RTTN SASS6 SAXO1 SAXO2 SCLT1 SDCCAG8 SFI1 SIRT2 SMO SPICE1 SSNA1 STARD9 STIL TEDC1 TEDC2 TOP2A TOPORS TSGA10 TSKS TSSK2 TTBK2 TUBD1 TUBG1 TUBGCP3 WASH3P WASHC1 WDR62 WDR90 WRAP73 GOCC_CENTROSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CENTROSOME AAAS ABRAXAS2 ACADS ACTR1A ACTR1B ACTR8 AHI1 AK5 AK6 AKAP9 AKNA ALDOB ALMS1 ALPK1 ALS2 ANKRD26 ANKRD7 ANKS1B APC APEX1 ARHGEF10 ARHGEF7 ARL2 ARL2BP ARL3 ASPM ATF4 ATF5 ATM ATP6V0D1 ATP6V1D AUNIP AURKA AURKB AURKC AXIN2 B9D1 B9D2 BBS1 BBS4 BBS5 BBS7 BBS9 BCAS2 BCCIP BCL2L1 BICD1 BICD2 BICDL1 BIRC7 BOD1 BRCA2 BRSK1 BRSK2 C10orf90 C2CD3 C2CD5 C4orf47 C7orf31 CABCOCO1 CALM1 CALM2 CALM3 CAMSAP2 CAMSAP3 CAPN7 CAPRIN2 CCDC112 CCDC113 CCDC116 CCDC13 CCDC14 CCDC141 CCDC15 CCDC18 CCDC187 CCDC22 CCDC28B CCDC38 CCDC57 CCDC61 CCDC66 CCDC77 CCDC8 CCDC81 CCDC85B CCDC88A CCDC88B CCDC88C CCDC92 CCNB1 CCNB2 CCNB3 CCNE1 CCNE2 CCNF CCNO CCNP CCP110 CCSAP CCT4 CCT5 CCT8 CD2AP CD86 CDC14A CDC14B CDC14C CDC16 CDC20 CDC25B CDC27 CDC42 CDC42BPG CDC45 CDH23 CDK1 CDK2 CDK5RAP2 CDK5RAP3 CDK6 CDKL2 CDKL5 CENATAC CENPF CENPJ CENPU CEP112 CEP120 CEP126 CEP128 CEP131 CEP135 CEP152 CEP162 CEP164 CEP170 CEP19 CEP192 CEP20 CEP250 CEP290 CEP295 CEP295NL CEP350 CEP41 CEP43 CEP44 CEP55 CEP57 CEP57L1 CEP63 CEP68 CEP70 CEP72 CEP76 CEP78 CEP83 CEP85 CEP85L CEP89 CEP95 CEP97 CETN1 CETN2 CETN3 CFAP58 CHD3 CHD4 CHEK1 CHODL CIB1 CIR1 CKAP2 CKAP2L CKAP5 CLASP1 CLIC4 CLIP1 CLUAP1 CNTLN CNTRL CNTROB CRMP1 CROCC CROCC2 CSAG1 CSNK1A1 CSNK1D CSPP1 CSTPP1 CTAG2 CTDP1 CTNNB1 CTNNBL1 CTSC CUL3 CUL7 CYLD CYTH4 DBH DCAF12 DCAF13 DCDC2 DCLRE1B DCTN1 DCTN2 DCTN3 DCTN4 DCTN5 DCTN6 DDHD2 DDX11 DDX3X DENND1C DHX9 DIS3L DISC1 DLGAP5 DNAAF4 DNAI1 DPF2 DRD4 DTL DTX4 DYNC1H1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLL1 DYNLL2 DYNLRB1 DYNLRB2 DYNLT2B DYRK3 DYSF DZANK1 DZIP1 E2F1 ECPAS EEF1AKMT3 EFHC1 EMD ENKD1 ENTR1 EPS8L2 ERC1 ERCC6L2 ESPL1 EXOC4 EXOC7 EYA3 FAM110A FAM161A FAM184A FANCE FBF1 FBXL7 FBXW11 FEZ1 FLCN FLII FLOT1 FNIP2 FRMD8 FSD1 G6PD GEN1 GIT1 GLE1 GNAI1 GNAI2 GNAI3 GPAA1 GPR174 GPSM2 GSK3B H2AX HAP1 HARBI1 HASPIN HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HDAC6 HEPACAM2 HIPK1 HK2 HMBOX1 HMMR HNMT HNRNPU HOOK1 HOOK2 HOOK3 HORMAD2 HOXB4 HSF1 HSPA1A HSPA1B HYLS1 IFT140 IFT20 IFT22 IFT25 IFT27 IFT43 IFT46 IFT52 IFT57 IFT74 IFT80 IFT81 IFT88 IL1RN IL4R ILRUN IQCB1 IST1 ITGB1BP1 ITGB6 ITSN2 IVL JADE1 JTB KAT2A KAT2B KATNA1 KATNAL1 KATNB1 KEAP1 KHDC3L KIAA0586 KIAA0753 KIAA1217 KIF13A KIF15 KIF20B KIF23 KIF24 KIF25 KIF2A KIF2B KIF2C KIF3A KIF3B KIF5B KIFAP3 KIFC3 KIZ KLHL12 KLHL22 KLHL4 KNSTRN KRT18 LATS2 LCK LEO1 LHCGR LIMK2 LRIF1 LRRC45 LRRC49 LRRCC1 LUZP1 LZTS2 MAD1L1 MAK MAMLD1 MAP10 MAP1S MAP3K11 MAPKAPK2 MAPRE1 MARCKS MARK4 MASTL MCM3 MDH1 MDM1 MECP2 MFAP1 MIB1 MID1 MISP MKKS MKS1 MPHOSPH9 MPLKIP MPP1 MTUS2 MVB12A MYOF MZT1 MZT2A MZT2B NAA11 NAA40 NCKAP5L NDC80 NDE1 NDEL1 NDN NDRG1 NEDD1 NEK1 NEK2 NEK6 NEK9 NFE2L2 NFS1 NIN NINL NIT2 NLRC3 NLRC5 NME7 NPHP4 NPM1 NR0B1 NUBP2 NUDT21 NUMA1 NUP62 NUP93 OBSL1 ODF2 ODF2L OFD1 OLA1 ORC2 PACSIN2 PAFAH1B1 PARD6A PATJ PAX2 PBOV1 PCGF5 PCLAF PCM1 PCNA PCNT PDE4B PDE4DIP PDZD2 PHF1 PIBF1 PIK3R5 PJA2 PKHD1 PKN2 PLAG1 PLEKHA7 PLEKHG6 PLK1 PLK2 PLK3 PLK4 POC1A POC1B POC5 PODXL POLR3H PPP1R12A PPP1R35 PPP1R42 PPP2R3C PPP2R5A PPP4R2 PPP4R3B PRKACA PRKACB PRKAR1A PRKAR2A PRKAR2B PRKCB PRKCQ PROCR PROSER3 PSEN1 PSEN2 PSMA1 PSMB5 PTPN20 PXK RAB11A RAB11FIP3 RAB11FIP5 RAB23 RAB6C RAB8A RABEP2 RABGAP1 RABL2B RABL6 RAD18 RAD51D RANBP1 RAP1GAP2 RAPGEF6 RAPSN RASSF7 RBBP6 RBM39 RELB RGCC RGS14 RIC8B RILPL1 RILPL2 RITA1 RLBP1 RNF19A ROCK2 RPGR RPGRIP1L RPP25 RPS7 RRAGD RRP7A RTRAF RTTN RUVBL2 SAC3D1 SASS6 SCLT1 SDCCAG8 SERINC5 SFR1 SGO1 SIRT2 SKA1 SKA3 SKI SKP1 SLAIN2 SLC16A1 SLC18A2 SLC1A4 SLF1 SMAD4 SMAD7 SNAP29 SNCG SNX10 SORBS1 SPAG5 SPAG9 SPAST SPATC1 SPATC1L SPICE1 SPOUT1 SPPL2B SSNA1 SSX2IP STAP1 STEEP1 STIL STOX1 TACC3 TAF1D TAP1 TAPT1 TBC1D31 TBCCD1 TBCD TCEA2 TCHP TCP1 TEK TENT5C TESK1 TEX9 TGIF2 TMEM63A TMEM67 TNKS TNKS2 TP53 TPGS1 TRAF3IP1 TRAF5 TRAPPC14 TRAT1 TRIP4 TSEN2 TTC12 TTC19 TTC26 TTC39A TTC8 TTLL5 TUBE1 TUBG1 TUBG2 TUBGCP2 TUBGCP3 TUBGCP4 TUBGCP5 TUBGCP6 TXNDC9 UBN1 UBR4 UBXN2B UNC119 UPF3B USP2 USP20 USP33 UVRAG UXT VPS37A VPS4A VPS4B WDR13 WDR35 WDR62 WDR90 WRAP73 WRN XRCC2 YPEL5 YTHDF2 ZBED1 ZBED6 ZFYVE19 ZFYVE26 ZMYND10 ZNF12 ZNF322 ZNF365 GOCC_CEREBELLAR_CLIMBING_FIBER_TO_PURKINJE_CELL_SYNAPSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CEREBELLAR_CLIMBING_FIBER_TO_PURKINJE_CELL_SYNAPSE ADGRB3 C1QL1 C1QL2 ITGB1 PLXNA4 PLXNC1 SORT1 GOCC_CEREBELLAR_MOSSY_FIBER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CEREBELLAR_MOSSY_FIBER BIN1 CACNG2 CACNG7 DAB2IP DLG4 LRRC4B NFIB GOCC_CHAPERONIN_CONTAINING_T_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CHAPERONIN_CONTAINING_T_COMPLEX CCT2 CCT3 CCT4 CCT5 CCT6A CCT6B CCT7 CCT8 CCT8L1P CCT8L2 TCP1 GOCC_CHECKPOINT_CLAMP_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CHECKPOINT_CLAMP_COMPLEX HUS1 HUS1B RAD1 RAD9A RAD9B GOCC_CHITOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CHITOSOME ABCB6 ATP7A BACE2 CTNS DCT DTNBP1 GPNMB GPR143 MFSD12 MREG OCA2 PMEL RAB27A RAB32 RAB38 RAB7A SLC45A2 TH TPCN2 TYR TYRP1 GOCC_CHLORIDE_CHANNEL_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CHLORIDE_CHANNEL_COMPLEX ANO1 ANO2 ANO6 BEST1 BEST2 BEST3 BEST4 CFTR CLCA3P CLCC1 CLCN1 CLCN2 CLCN7 CLCNKA CLCNKB CLDN17 CLDN4 CLIC1 CLIC2 CLIC3 CLIC4 CLIC5 CLIC6 GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRB1 GABRB2 GABRB3 GABRD GABRE GABRG1 GABRG2 GABRG3 GABRP GABRQ GABRR1 GABRR2 GABRR3 GLRA1 GLRA2 GLRA3 GLRB OSTM1 PACC1 SLC17A6 SLC17A7 SLC17A8 SLC26A6 TTYH1 TTYH2 TTYH3 GOCC_CHOLINERGIC_SYNAPSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CHOLINERGIC_SYNAPSE CHRM1 CHRM2 CHRNA10 CHRNA7 CHRNB2 CHRNB4 DLGAP3 DLGAP4 KCNB1 NEFL PLD1 GOCC_CHROMAFFIN_GRANULE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CHROMAFFIN_GRANULE ANXA7 ATP8A1 CHGA CLU CTSL CYB561 DBH DNAJC5 PENK SLC17A9 SRI SYT1 SYT2 GOCC_CHROMAFFIN_GRANULE_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CHROMAFFIN_GRANULE_MEMBRANE ANXA7 ATP8A1 CYB561 DBH DNAJC5 SLC17A9 SRI SYT1 SYT2 GOCC_CHROMATIN_SILENCING_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CHROMATIN_SILENCING_COMPLEX BAHD1 BAZ2A CBX3 EZH2 L3MBTL1 RB1 RRP8 SIRT1 SIRT2 SMARCA5 SUV39H1 SUZ12 YY1 GOCC_CHROMATOID_BODY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CHROMATOID_BODY BMAL1 CLOCK DDX25 EIF4E MAEL NSUN2 PIWIL1 PIWIL2 SMG1 TDRD1 TDRD5 TDRD6 TDRD7 GOCC_CHROMOCENTER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CHROMOCENTER AURKB CBX1 CBX5 CDCA8 ESCO2 FMR1 INCENP MBD5 MBD6 OIP5 PIWIL2 SALL1 SOX30 TINF2 GOCC_CHROMOSOMAL_REGION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CHROMOSOMAL_REGION ACD ACTB ACTL6A ACTL6B AHCTF1 ALYREF ANAPC16 APC APEX1 ARID2 ATF7 ATM ATR ATRX AURKA AURKB AURKC BAZ1A BAZ1B BIRC5 BLM BOD1 BOD1L2 BRCA2 BRD7 BUB1 BUB1B BUB3 C1orf112 C9orf78 CBX1 CBX3 CBX5 CCNB1 CDC20 CDC73 CDCA5 CDCA8 CDK1 CDK2 CDT1 CEBPB CENPA CENPB CENPC CENPE CENPF CENPH CENPI CENPK CENPL CENPM CENPN CENPO CENPP CENPQ CENPS CENPT CENPU CENPV CENPW CENPX CFDP1 CHAMP1 CHD4 CHEK1 CHEK2 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CHRAC1 CKAP5 CLASP1 CLASP2 CLIP1 CSNK1A1 CTC1 CTCF DAXX DCLRE1B DCTN1 DCTN2 DCTN3 DCTN4 DCTN5 DCTN6 DDB1 DHX36 DMC1 DNA2 DNMT1 DNMT3A DSCC1 DSN1 DYNC1I1 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLT3 EID3 ERCC1 ERCC4 ERCC6L ESCO2 EZH1 EZH2 FBXO28 FBXW11 FEN1 FLYWCH1 FMR1 GAR1 GATAD2B GPATCH11 GTF2B H2AC1 H2AC4 H2AC8 H2AX H2BC1 H2BC11 H2BC3 H3-3A H3-3B H3-4 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HAT1 HDAC2 HELLS HJURP HMBOX1 HNRNPA2B1 HNRNPU HSF1 IKZF1 INCENP ITGB3BP KANSL1 KASH5 KAT2B KAT5 KAT7 KAT8 KDM1A KDM4A KDM4C KDM4D KIF18A KIF22 KIF2B KIF2C KMT5B KMT5C KNL1 KNSTRN KNTC1 LIG4 LRIF1 LRWD1 MACROH2A1 MACROH2A2 MAD1L1 MAD2L1 MAJIN MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MEAF6 MEIKIN MEN1 MIS12 MIS18A MIS18BP1 MRE11 MSH2 MTA2 MTBP NABP1 NABP2 NAT10 NBN NCAPD2 NCAPD3 NCAPG NDC80 NDE1 NDEL1 NEK2 NGDN NHP2 NLRP2 NSL1 NSMCE1 NSMCE2 NSMCE3 NSMCE4A NUDCD2 NUF2 NUP107 NUP133 NUP160 NUP37 NUP43 NUP85 NUP98 OIP5 ORC1 ORC2 ORC3 ORC4 ORC5 PAFAH1B1 PARP1 PBRM1 PCNA PDS5A PDS5B PHF10 PHF2 PHF6 PIF1 PINX1 PKHD1 PLK1 PLK2 PLK3 PMF1 PML POLD1 POLE3 POLR2B POT1 PPP1CA PPP1CB PPP1CC PPP1R10 PPP1R12A PPP2CA PPP2CB PPP2R1A PPP2R5A PPP2R5C PRKDC PSEN1 PSEN2 PTGES3 PURA RAD17 RAD21 RAD50 RAD51 RAD51AP1 RAD51D RANGAP1 RASSF2 RBBP4 RBBP7 RCC2 REC8 RECQL4 RIF1 RNF8 RPA1 RPA2 RPA4 RTEL1 SEC13 SEH1L SEPTIN2 SEPTIN6 SEPTIN7 SETX SGO1 SGO2 SIN3A SIRT2 SIRT6 SKA1 SKA2 SKA3 SLF1 SLF2 SLX4 SMARCA4 SMARCA5 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCE1 SMC1A SMC1B SMC3 SMC4 SMC5 SMC6 SMCHD1 SMG6 SNAI1 SP100 SPAG5 SPC24 SPC25 SPDL1 SPDYA SPO11 SPOUT1 SS18L1 SSB STAG1 STAG2 STAG3 STN1 SUGT1 SUMO3 SUN1 SUN2 SUV39H1 SUV39H2 SYCP1 SYCP2L SYCP3 TELO2 TEN1 TEP1 TERB1 TERB2 TERC TERF1 TERF2 TERF2IP TERT TEX14 TFIP11 THOC1 THOC2 THOC3 THOC5 THOC6 THOC7 TINF2 TNKS TNKS2 TOP2A TOX4 TP53BP1 TPR TRAPPC12 TTK UHRF2 UPF1 UVRAG WAPL WDR82 WRAP53 WRN WRNIP1 XPO1 XRCC1 XRCC3 XRCC5 XRCC6 ZBTB10 ZBTB48 ZNF207 ZNF276 ZNF330 ZNF618 ZNF827 ZSCAN4 ZW10 ZWILCH ZWINT GOCC_CHROMOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CHROMOSOME ACD ACTB ACTBL2 ACTG1 ACTL6A ACTL6B ACTL9 ACTR2 ACTR3 ACTR5 ACTR6 ACTR8 ADD3 ADNP ADNP2 ADPRS AEBP2 AFF4 AGO3 AHCTF1 AHDC1 AHR AHRR AIM2 AKAP8 AKAP8L AKIRIN1 AKIRIN2 ALKBH1 ALX1 ALX3 ALX4 ALYREF ANAPC16 ANAPC7 ANG ANKRD17 ANKRD2 ANKRD31 ANP32E APC APEX1 APLF APTX AR ARGFX ARID1A ARID1B ARID2 ARID4A ARID4B ARNT ARNT2 ARPC1A ARPC2 ARPC3 ARPC4 ARPC5 ARRB1 ARX ASCL1 ASCL2 ASCL3 ASCL4 ASCL5 ASF1A ASF1B ASH1L ASH2L ATAD5 ATF1 ATF2 ATF3 ATF4 ATF5 ATF6 ATF6B ATF7 ATM ATOH1 ATOH7 ATOH8 ATR ATRX ATXN7 ATXN7L3 AUNIP AURKA AURKB AURKC BACH1 BACH2 BAHD1 BANF1 BARHL1 BARHL2 BARX1 BARX2 BASP1 BATF BATF2 BATF3 BAZ1A BAZ1B BAZ2A BBX BCAS3 BCL11A BCL11B BCL6 BCL7A BCL7B BCL7C BEND3 BHLHA15 BHLHA9 BHLHE22 BHLHE23 BHLHE40 BHLHE41 BICRA BICRAL BIRC2 BIRC5 BLM BMAL1 BMAL2 BMI1 BMS1 BNC2 BOD1 BOD1L1 BOD1L2 BOP1 BORCS8-MEF2B BPTF BRCA1 BRCA2 BRD1 BRD4 BRD7 BRD8 BRD9 BRIX1 BRME1 BRMS1 BRMS1L BRPF1 BRPF3 BSX BUB1 BUB1B BUB3 BUD31 BYSL C11orf80 C14orf39 C17orf49 C18orf25 C1orf112 C1orf131 C1orf146 C9orf78 CALCOCO1 CAMSAP3 CAMTA2 CAPN2 CARM1 CASZ1 CBX1 CBX2 CBX3 CBX5 CBX6 CBX7 CBX8 CCAR2 CCDC137 CCDC86 CCNB1 CCNB1IP1 CCND2 CDC20 CDC45 CDC73 CDCA2 CDCA5 CDCA8 CDK1 CDK2 CDK2AP1 CDK2AP2 CDK4 CDKN2A CDT1 CDX1 CDX2 CDX4 CDYL CEBPA CEBPB CEBPD CEBPE CEBPG CECR2 CENPA CENPB CENPC CENPE CENPF CENPH CENPI CENPK CENPL CENPM CENPN CENPO CENPP CENPQ CENPS CENPT CENPU CENPV CENPW CENPX CFDP1 CGAS CHAF1A CHAF1B CHAMP1 CHD1 CHD1L CHD2 CHD3 CHD4 CHD5 CHD6 CHD7 CHD8 CHEK1 CHEK2 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CHRAC1 CHTF18 CHTF8 CIC CITED2 CKAP5 CLASP1 CLASP2 CLIP1 CLOCK CNTD1 COPS5 COPS9 COQ7 CPSF6 CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 CREBBP CREBL2 CREBZF CREM CRX CSNK1A1 CSNK2A1 CSNK2A2 CSNK2B CSRNP1 CSRNP2 CSRNP3 CTC1 CTCF CTCFL CTNNB1 CTR9 CUL5 CUX1 CUX2 CYREN DAXX DBF4B DBP DBX1 DBX2 DCLRE1B DCTN1 DCTN2 DCTN3 DCTN4 DCTN5 DCTN6 DDB1 DDB2 DDI2 DDIT3 DDX11 DDX18 DDX21 DDX23 DDX27 DEAF1 DEK DFFA DFFB DHX36 DHX9 DLX1 DLX2 DLX3 DLX4 DLX5 DLX6 DMAP1 DMBX1 DMC1 DMRT1 DMRT2 DMRT3 DMRTA1 DMRTA2 DMRTB1 DMRTC1 DMRTC1B DMRTC2 DNA2 DNMT1 DNMT3A DNMT3L DNTT DNTTIP1 DNTTIP2 DONSON DPF1 DPF2 DPF3 DPRX DR1 DRGX DSCC1 DSN1 DTL DUXA DVL3 DYNC1I1 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLT3 DYRK1B E2F1 E2F2 E2F3 E2F4 E2F5 E2F6 E2F7 E2F8 EBF1 EBF2 EBF3 EBF4 EBNA1BP2 EED EEF1AKMT3 EGR1 EGR2 EGR3 EGR4 EHF EHMT1 EHMT2 EID3 EIF3E ELF1 ELF2 ELF3 ELF4 ELF5 ELK1 ELK3 ELK4 ELL ELL3 ELOA EME1 EME2 EMG1 EMX1 EMX2 EN1 EN2 ENC1 ENY2 EOMES EP300 EP400 EPAS1 EPC1 EPC2 EPOP ERCC1 ERCC4 ERCC6 ERCC6L ERF ERG ESCO1 ESCO2 ESR1 ESR2 ESRRA ESRRB ESRRG ESX1 ETAA1 ETS1 ETS2 ETV1 ETV3 ETV4 ETV5 ETV6 ETV7 EVX1 EVX2 EXD2 EXOSC10 EXOSC3 EXOSC4 EXOSC5 EXOSC8 EXOSC9 EZH1 EZH2 FAAP100 FAAP20 FAAP24 FAM111A FAM111B FAM47E FAM9A FAM9B FAM9C FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FANK1 FBH1 FBXO11 FBXO28 FBXW11 FBXW7 FEN1 FER FERD3L FEV FH FIGLA FIGNL1 FIRRE FIZ1 FKBP6 FLI1 FLYWCH1 FMR1 FOS FOSB FOSL1 FOSL2 FOXA1 FOXA2 FOXA3 FOXB1 FOXB2 FOXC1 FOXC2 FOXD1 FOXD2 FOXD3 FOXD4 FOXD4L1 FOXD4L3 FOXD4L4 FOXD4L5 FOXD4L6 FOXE1 FOXE3 FOXF1 FOXF2 FOXG1 FOXH1 FOXI1 FOXI2 FOXJ1 FOXJ2 FOXJ3 FOXK1 FOXK2 FOXL1 FOXL2 FOXM1 FOXN1 FOXN2 FOXN3 FOXN4 FOXO1 FOXO3 FOXO4 FOXO6 FOXP1 FOXP2 FOXP3 FOXP4 FOXQ1 FOXR1 FOXR2 FOXS1 FTSJ3 GABPA GAR1 GATA1 GATA3 GATA4 GATA5 GATA6 GATAD2A GATAD2B GBX1 GBX2 GCM1 GCM2 GCNA GET4 GINS1 GINS2 GINS3 GINS4 GLYR1 GMEB1 GMEB2 GNL3 GPATCH11 GRHL1 GRHL2 GRHL3 GRWD1 GSC GSC2 GSX1 GSX2 GTF2B GTPBP10 H1-0 H1-1 H1-10 H1-2 H1-3 H1-4 H1-5 H1-6 H1-7 H1-8 H1-9P H2AB1 H2AB2 H2AB3 H2AC1 H2AC11 H2AC12 H2AC13 H2AC15 H2AC16 H2AC17 H2AC18 H2AC19 H2AC20 H2AC21 H2AC25 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AL3 H2AX H2AZ1 H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC18 H2BC19P H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H2BK1 H2BN1 H2BW1 H2BW2 H3-3A H3-3B H3-4 H3-5 H3-7 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H3Y1 H3Y2 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C7 H4C8 H4C9 HAND1 HAND2 HASPIN HAT1 HBP1 HCFC1 HDAC1 HDAC2 HDAC4 HDAC8 HDX HELB HELLS HELQ HELT HES1 HES2 HES3 HES4 HES5 HES6 HES7 HESX1 HEY1 HEY2 HEYL HHEX HIC1 HIF1A HIF3A HIRA HJURP HLCS HLF HLX HMBOX1 HMCES HMG20B HMGA1 HMGA2 HMGB1 HMGB2 HMGB3 HMGB4 HMGN1 HMGN2 HMGN3 HMGN4 HMGN5 HMGXB4 HMX1 HMX2 HMX3 HNF1A HNF1B HNF4A HNF4G HNRNPA2B1 HNRNPC HNRNPK HNRNPL HNRNPU HOMEZ HOPX HORMAD1 HORMAD2 HOXA1 HOXA10 HOXA13 HOXA2 HOXA3 HOXA4 HOXA5 HOXA6 HOXA7 HOXA9 HOXB1 HOXB13 HOXB2 HOXB3 HOXB4 HOXB5 HOXB6 HOXB7 HOXB8 HOXB9 HOXC10 HOXC11 HOXC13 HOXC4 HOXC5 HOXC6 HOXC8 HOXC9 HOXD1 HOXD10 HOXD11 HOXD12 HOXD13 HOXD3 HOXD4 HOXD8 HOXD9 HP1BP3 HPF1 HR HROB HSF1 HSF2 HSF2BP HSF4 HSFX1 HSFX2 HSFX3 HSFY1 HSFY2 HSPA2 HTRA2 HUS1 HUS1B ICE1 ICE2 ID2 IFFO1 IHO1 IK IKZF1 IL33 INCENP ING1 ING2 ING3 ING4 ING5 INIP INO80 INO80B INO80C INO80D INO80E INTS3 INTS7 IPO4 IRAG2 IRF1 IRF2 IRF3 IRF4 IRF5 IRF6 IRF7 IRF8 IRF9 IRX1 IRX2 IRX3 IRX4 IRX5 IRX6 ISL1 ISL2 IST1 ISX ITGB3BP JADE1 JADE2 JADE3 JAK2 JARID2 JDP2 JMJD1C JUN JUNB JUND KANSL1 KANSL1L KANSL2 KANSL3 KASH5 KAT14 KAT2A KAT2B KAT5 KAT6A KAT6B KAT7 KAT8 KDM1A KDM1B KDM2A KDM2B KDM3A KDM3B KDM4A KDM4B KDM4C KDM4D KDM4E KDM4F KDM5A KDM5B KDM5C KDM5D KDM8 KHDC3L KIF18A KIF22 KIF2B KIF2C KIF4A KIFAP3 KLF1 KLF10 KLF11 KLF12 KLF13 KLF14 KLF15 KLF16 KLF17 KLF2 KLF3 KLF4 KLF5 KLF6 KLF7 KLF8 KLF9 KLHDC3 KMT2E KMT5A KMT5B KMT5C KNL1 KNSTRN KNTC1 KRR1 L3MBTL1 LBX1 LBX2 LDB1 LEMD2 LEUTX LHX1 LHX2 LHX3 LHX4 LHX5 LHX6 LHX8 LHX9 LIG4 LLPH LMNA LMX1A LMX1B LOXL2 LRIF1 LRPPRC LRWD1 LYL1 MACROH2A1 MACROH2A2 MAD1L1 MAD2L1 MAD2L2 MAEL MAF MAFA MAFB MAFF MAFK MAGED1 MAJIN MAP3K7 MARCHF6-DT MAU2 MAX MBD1 MBD2 MBD3 MBD5 MBD6 MBIP MBTD1 MCM10 MCM2 MCM3 MCM3AP MCM4 MCM5 MCM6 MCM7 MCM8 MCM9 MCRS1 MDC1 MEAF6 MECP2 MED1 MEF2A MEF2B MEF2C MEF2D MEI4 MEIKIN MEIOB MEIS1 MEIS2 MEIS3 MEN1 MEOX1 MEOX2 MESP1 MESP2 MGA MIS12 MIS18A MIS18BP1 MITF MIXL1 MKI67 MKX MLH1 MLH3 MLLT3 MLX MLXIP MLXIPL MMS22L MNT MNX1 MORC2 MORC3 MORF4L1 MORF4L2 MPHOSPH10 MPHOSPH8 MRE11 MRGBP MSC MSGN1 MSH2 MSH4 MSH6 MSL1 MSL2 MSL3 MSL3P1 MSX1 MSX2 MTA1 MTA2 MTA3 MTBP MUC1 MUS81 MXD1 MXD3 MXD4 MXI1 MYBBP1A MYC MYCL MYCN MYF5 MYF6 MYOCD MYOD1 MYOG MYT1 MYT1L NABP1 NABP2 NACC2 NANOG NAP1L1 NAP1L2 NAP1L3 NAP1L4 NASP NAT10 NBN NCAPD2 NCAPD3 NCAPG NCAPG2 NCAPH NCAPH2 NCL NCOA1 NCOA2 NCOA3 NCOR1 NCOR2 NCR1 NDC80 NDE1 NDEL1 NEDD4 NEIL1 NEIL3 NEK2 NELFE NEUROD1 NEUROD2 NEUROD4 NEUROD6 NEUROG1 NEUROG2 NEUROG3 NFAT5 NFATC1 NFATC2 NFATC3 NFATC4 NFE2 NFE2L1 NFE2L2 NFE2L3 NFIA NFIB NFIC NFIL3 NFIX NFKB1 NFKB2 NFRKB NFX1 NFXL1 NFYA NFYB NFYC NGDN NHEJ1 NHLH1 NHLH2 NHP2 NIFK NIPBL NKX1-1 NKX1-2 NKX2-1 NKX2-2 NKX2-3 NKX2-4 NKX2-5 NKX2-6 NKX2-8 NKX3-1 NKX3-2 NKX6-1 NKX6-2 NKX6-3 NLRP2 NMNAT1 NOBOX NOC2L NOL6 NOL7 NOL8 NONO NOTO NPAS1 NPAS2 NPAS3 NPAS4 NPM2 NR0B1 NR0B2 NR1D1 NR1D2 NR1H2 NR1H3 NR1H4 NR1I2 NR1I3 NR2C1 NR2C2 NR2E1 NR2F6 NR3C1 NR3C2 NR4A1 NR4A2 NR4A3 NR5A1 NR5A2 NR6A1 NRIP1 NRL NSD1 NSD2 NSD3 NSFL1C NSL1 NSMCE1 NSMCE2 NSMCE3 NSMCE4A NSMF NUCKS1 NUDCD2 NUF2 NUFIP1 NUMA1 NUP107 NUP133 NUP160 NUP37 NUP43 NUP85 NUP98 NUSAP1 OARD1 OBI1 OGT OIP5 OLIG1 OLIG2 OLIG3 ONECUT1 ONECUT2 ONECUT3 ORC1 ORC2 ORC3 ORC4 ORC5 ORC6 OSR1 OTP OTX1 OTX2 OVOL3 P3H4 PADI2 PAFAH1B1 PAK1 PARK7 PARP1 PARP2 PARP3 PARP9 PARPBP PAWR PAX1 PAX2 PAX3 PAX4 PAX5 PAX6 PAX7 PAX8 PAX9 PAXIP1 PAXX PBRM1 PBX1 PBX2 PBX3 PBX4 PBXIP1 PCGF2 PCGF3 PCGF5 PCNA PDS5A PDS5B PDX1 PELP1 PES1 PGR PHC1 PHC2 PHF1 PHF10 PHF12 PHF14 PHF2 PHF20 PHF20L1 PHF6 PHOX2A PHOX2B PIF1 PIN4 PINK1 PINX1 PITX1 PITX2 PITX3 PKHD1 PKNOX1 PLCB1 PLK1 PLK2 PLK3 PLK4 PMF1 PML PNKP POGZ POLA1 POLA2 POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POLH POLK POLL POLQ POLR1A POLR1B POLR1G POLR2A POLR2B POT1 POTEE POTEF POTEI POTEJ POTEKP POU1F1 POU2F1 POU2F2 POU2F3 POU3F1 POU3F2 POU3F3 POU3F4 POU4F1 POU4F2 POU4F3 POU5F1B POU5F2 POU6F1 POU6F2 PPARA PPARD PPARG PPARGC1A PPHLN1 PPP1CA PPP1CB PPP1CC PPP1R10 PPP1R12A PPP1R7 PPP2CA PPP2CB PPP2R1A PPP2R5A PPP2R5C PPP4C PPP4R2 PPP4R3B PRAME PRC1 PRDM10 PRDM7 PRDM9 PRIM1 PRIM2 PRIMPOL PRKAA1 PRKDC PRM1 PRM2 PRM3 PRMT5 PROP1 PROX1 PROX2 PRPF19 PRPF4B PRR14 PRR19 PRRX1 PRRX2 PSEN1 PSEN2 PSIP1 PSMC3IP PTF1A PTGES3 PUM3 PURA PWP1 QSER1 RAD1 RAD17 RAD18 RAD21 RAD21L1 RAD50 RAD51 RAD51AP1 RAD51B RAD51C RAD51D RAD9A RAD9B RADX RAN RANGAP1 RARA RARB RARG RASSF2 RAX RAX2 RB1 RBBP4 RBBP6 RBBP7 RBBP8 RBL1 RBL2 RBM19 RBM34 RBMX RBPJ RBPJL RCC1 RCC2 RCCD1 REC8 RECQL RECQL4 RECQL5 REL RELA RELB REPIN1 RFC1 RFC2 RFC3 RFC4 RFC5 RFWD3 RFX1 RFX2 RFX3 RFX4 RFX5 RFX6 RFX7 RFX8 RGS12 RHNO1 RHOXF1 RHOXF2 RHOXF2B RIF1 RING1 RMI1 RMI2 RNF138 RNF168 RNF169 RNF2 RNF20 RNF212 RNF212B RNF40 RNF8 RORA RORB RORC RPA1 RPA2 RPA3 RPA4 RPF2 RRP1 RRP1B RRP8 RRS1 RSF1 RSL1D1 RSPH1 RTEL1 RTF2 RUNX1 RUNX2 RUNX3 RUVBL1 RUVBL2 RXRA RXRB RXRG SALL1 SALL4 SAMD1 SAMHD1 SAP130 SAP30 SAP30L SATB1 SATB2 SCRT2 SCX SDR16C5 SEC13 SEH1L SELENOO SEPTIN2 SEPTIN6 SEPTIN7 SET SETD1A SETD1B SETD2 SETD3 SETD5 SETD7 SETDB1 SETDB2 SETMAR SETSIP SETX SF3B1 SF3B3 SF3B5 SFPQ SFR1 SGF29 SGO1 SGO2 SHLD1 SHLD2 SHLD3 SHOC1 SHOX SHOX2 SHPRH SIM1 SIM2 SIN3A SIN3B SINHCAF SIRT1 SIRT2 SIRT6 SIRT7 SIX1 SIX2 SIX3 SIX4 SIX5 SIX6 SKA1 SKA2 SKA3 SKIC3 SKIC8 SLC5A8 SLF1 SLF2 SLFN11 SLX1A SLX1B SLX4 SMAD1 SMAD2 SMAD3 SMAD4 SMAD5 SMAD6 SMAD7 SMAD9 SMARCA1 SMARCA2 SMARCA4 SMARCA5 SMARCAD1 SMARCAL1 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMC1A SMC1B SMC2 SMC3 SMC4 SMC5 SMC6 SMCHD1 SMCR8 SMG6 SNAI1 SNAI2 SOHLH1 SOHLH2 SOX1 SOX10 SOX11 SOX12 SOX13 SOX14 SOX15 SOX17 SOX18 SOX2 SOX21 SOX3 SOX30 SOX4 SOX5 SOX6 SOX7 SOX8 SOX9 SP1 SP100 SP2 SP3 SP4 SP5 SP6 SP7 SP8 SP9 SPAG5 SPATA22 SPC24 SPC25 SPDEF SPDL1 SPDYA SPHK2 SPI1 SPIB SPIC SPIDR SPINDOC SPO11 SPOCD1 SPOUT1 SPRTN SRCAP SREBF1 SREBF2 SRF SRPK1 SRPK2 SRY SS18 SS18L1 SSB SSRP1 ST18 STAG1 STAG2 STAG3 STAT1 STAT2 STAT3 STAT4 STAT5A STAT5B STAT6 STN1 SUDS3 SUGT1 SUMO1 SUMO3 SUN1 SUN2 SUPT16H SUPT20H SUPT20HL1 SUPT20HL2 SUPT3H SUPT7L SURF6 SUV39H1 SUV39H2 SUZ12 SWI5 SYCE1 SYCE1L SYCE2 SYCE3 SYCP1 SYCP2 SYCP2L SYCP3 SYN1 TADA1 TADA2A TADA2B TADA3 TAF1 TAF10 TAF12 TAF2 TAF4 TAF5 TAF5L TAF6 TAF6L TAF7 TAF9 TAF9B TAL1 TAL2 TARDBP TASOR TBP TBX1 TBX10 TBX15 TBX18 TBX19 TBX2 TBX20 TBX22 TBX3 TBX4 TBX5 TBX6 TBXT TCF12 TCF15 TCF21 TCF23 TCF3 TCF4 TCF7L2 TCFL5 TCP1 TEAD1 TEAD2 TEAD3 TEAD4 TEF TELO2 TEN1 TEP1 TERB1 TERB2 TERC TERF1 TERF2 TERF2IP TERT TET1 TET2 TET3 TEX11 TEX12 TEX14 TEX264 TFAP2A TFAP2B TFAP2C TFAP2D TFAP2E TFAP4 TFCP2 TFCP2L1 TFDP1 TFDP2 TFDP3 TFE3 TFEB TFEC TFIP11 TFPT TGIF1 TGIF2 TGIF2LX TGIF2LY TGM2 THAP1 THAP11 THAP5 THAP7 THOC1 THOC2 THOC3 THOC5 THOC6 THOC7 THRA THRB TIMELESS TINF2 TIPIN TLX1 TLX2 TLX3 TMPO TNKS TNKS1BP1 TNKS2 TNP1 TNP2 TONSL TOP1 TOP1MT TOP2A TOP3A TOP3B TOPBP1 TOX4 TP53 TP53BP1 TP53TG5 TP63 TP73 TPR TPRX1 TRAIP TRAPPC12 TREX1 TRIM24 TRIM28 TRIM37 TRIP13 TRPS1 TRRAP TSHZ1 TSHZ2 TSHZ3 TSIX TSPY1 TSPY10 TSPY2 TSPY26P TSPY3 TSPY4 TSPY8 TSPY9 TSPYL1 TSPYL2 TSPYL4 TSPYL5 TSPYL6 TTI1 TTK TTN TUBA1A TUBG1 TWIST1 UBAP2 UBAP2L UBE2A UBE2B UBE2I UBP1 UBQLN4 UBR2 UCHL5 UFL1 UHRF1 UHRF2 UIMC1 UNCX UPF1 USF1 USF2 USP11 USP22 USP3 USP44 USP51 USP7 UTP4 UTP6 UVRAG UVSSA VAX1 VAX2 VCP VDR VENTX VPS72 VRTN VSX1 VSX2 WAPL WAS WBP2 WDHD1 WDR4 WDR43 WDR5 WDR70 WDR76 WDR82 WRAP53 WRN WRNIP1 XIST XNDC1N XPC XPO1 XRCC1 XRCC2 XRCC3 XRCC4 XRCC5 XRCC6 YEATS2 YEATS4 YY1 ZBED1 ZBED2 ZBED3 ZBED4 ZBED6 ZBTB10 ZBTB18 ZBTB22 ZBTB32 ZBTB33 ZBTB34 ZBTB37 ZBTB38 ZBTB4 ZBTB43 ZBTB46 ZBTB48 ZBTB5 ZBTB7A ZBTB8B ZC3H4 ZC3H6 ZC3H8 ZCWPW1 ZEB1 ZEB2 ZFHX2 ZFHX3 ZFHX4 ZFPM1 ZFPM2 ZFR ZFX ZFY ZGPAT ZGRF1 ZHX1 ZHX2 ZHX3 ZMIZ2 ZMYND11 ZMYND8 ZNF174 ZNF202 ZNF207 ZNF276 ZNF330 ZNF385A ZNF396 ZNF410 ZNF446 ZNF487 ZNF580 ZNF618 ZNF705A ZNF711 ZNF740 ZNF768 ZNF827 ZNF830 ZNHIT1 ZRANB3 ZSCAN1 ZSCAN4 ZW10 ZWILCH ZWINT ZZZ3 GOCC_CHROMOSOME_CENTROMERIC_CORE_DOMAIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CHROMOSOME_CENTROMERIC_CORE_DOMAIN CENPA H2AC4 H2AC8 H2BC11 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 RCC2 GOCC_CHROMOSOME_CENTROMERIC_REGION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CHROMOSOME_CENTROMERIC_REGION ACTB ACTL6A ACTL6B AHCTF1 ANAPC16 APC ARID2 ATRX AURKA AURKB AURKC BAZ1A BAZ1B BIRC5 BOD1 BOD1L2 BRD7 BUB1 BUB1B BUB3 C1orf112 C9orf78 CBX1 CBX3 CBX5 CCNB1 CDC20 CDCA5 CDCA8 CDT1 CEBPB CENPA CENPB CENPC CENPE CENPF CENPH CENPI CENPK CENPL CENPM CENPN CENPO CENPP CENPQ CENPS CENPT CENPU CENPV CENPW CENPX CFDP1 CHAMP1 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CHRAC1 CKAP5 CLASP1 CLASP2 CLIP1 CSNK1A1 CTCF DAXX DCTN1 DCTN2 DCTN3 DCTN4 DCTN5 DCTN6 DNMT1 DNMT3A DSCC1 DSN1 DYNC1I1 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLT3 ERCC6L ESCO2 EZH2 FBXO28 FBXW11 FLYWCH1 FMR1 GPATCH11 GTF2B H2AC4 H2AC8 H2BC11 H3-3A H3-3B H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HELLS HJURP HNRNPU HSF1 IKZF1 INCENP ITGB3BP KANSL1 KAT2B KAT5 KAT7 KAT8 KDM4A KDM4C KDM4D KIF18A KIF22 KIF2B KIF2C KMT5B KMT5C KNL1 KNSTRN KNTC1 LRWD1 MACROH2A1 MAD1L1 MAD2L1 MEAF6 MEIKIN MIS12 MIS18A MIS18BP1 MTBP NCAPD2 NCAPD3 NCAPG NDC80 NDE1 NDEL1 NEK2 NGDN NSL1 NUDCD2 NUF2 NUP107 NUP133 NUP160 NUP37 NUP43 NUP85 NUP98 OIP5 ORC2 PAFAH1B1 PBRM1 PDS5A PDS5B PHF10 PHF2 PHF6 PINX1 PKHD1 PLK1 PLK2 PLK3 PMF1 POLE3 PPP1CC PPP1R12A PPP2CA PPP2CB PPP2R1A PPP2R5A PPP2R5C PSEN1 PSEN2 RAD21 RANGAP1 RASSF2 RCC2 REC8 SEC13 SEH1L SEPTIN2 SEPTIN6 SEPTIN7 SGO1 SGO2 SIN3A SIRT6 SKA1 SKA2 SKA3 SMARCA4 SMARCA5 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCE1 SMC1A SMC1B SMC3 SMC4 SMC5 SMC6 SNAI1 SPAG5 SPC24 SPC25 SPDL1 SPOUT1 SS18L1 STAG1 STAG2 STAG3 SUGT1 SUMO3 SUV39H1 SUV39H2 SYCP1 SYCP2L SYCP3 TEX14 TOP2A TP53BP1 TPR TRAPPC12 TTK UHRF2 UVRAG WAPL XPO1 ZNF207 ZNF276 ZNF330 ZNF618 ZW10 ZWILCH ZWINT GOCC_CHROMOSOME_PASSENGER_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CHROMOSOME_PASSENGER_COMPLEX AURKA AURKB AURKC BIRC5 CDCA8 INCENP GOCC_CHROMOSOME_TELOMERIC_REGION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CHROMOSOME_TELOMERIC_REGION ACD ALYREF APEX1 ATF7 ATM ATR ATRX BLM BRCA2 CBX1 CBX3 CBX5 CDC73 CDK1 CDK2 CHD4 CHEK1 CHEK2 CTC1 DCLRE1B DDB1 DHX36 DMC1 DNA2 EID3 ERCC1 ERCC4 EZH1 EZH2 FEN1 GAR1 GATAD2B H2AC1 H2AX H2BC1 H2BC3 H3-3A H3-3B H3-4 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HAT1 HDAC2 HMBOX1 HNRNPA2B1 KASH5 KDM1A LIG4 LRIF1 LRWD1 MACROH2A1 MACROH2A2 MAJIN MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MEN1 MRE11 MSH2 MTA2 NABP1 NABP2 NAT10 NBN NHP2 NLRP2 NSMCE1 NSMCE2 NSMCE3 NSMCE4A ORC1 ORC2 ORC3 ORC4 ORC5 PARP1 PCNA PIF1 PINX1 PML POLD1 POLR2B POT1 PPP1CA PPP1CB PPP1CC PPP1R10 PRKDC PTGES3 PURA RAD17 RAD50 RAD51 RAD51AP1 RAD51D RBBP4 RBBP7 RECQL4 RIF1 RNF8 RPA1 RPA2 RPA4 RTEL1 SETX SIRT2 SIRT6 SLF1 SLF2 SLX4 SMC5 SMC6 SMCHD1 SMG6 SP100 SPDYA SPO11 SSB STN1 SUN1 SUN2 TELO2 TEN1 TEP1 TERB1 TERB2 TERC TERF1 TERF2 TERF2IP TERT TFIP11 THOC1 THOC2 THOC3 THOC5 THOC6 THOC7 TINF2 TNKS TNKS2 TOX4 TP53BP1 UPF1 WDR82 WRAP53 WRN WRNIP1 XRCC1 XRCC3 XRCC5 XRCC6 ZBTB10 ZBTB48 ZNF827 ZSCAN4 GOCC_CHROMOSOME_TELOMERIC_REPEAT_REGION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CHROMOSOME_TELOMERIC_REPEAT_REGION ACD CTC1 POT1 RIF1 STN1 TEN1 TERF1 TERF2 TERF2IP TERT TINF2 XRCC5 XRCC6 GOCC_CHYLOMICRON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CHYLOMICRON APOA2 APOA4 APOA5 APOB APOBR APOC1 APOC2 APOC3 APOE APOH LPL LSR GOCC_CIA_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CIA_COMPLEX CIAO1 CIAO2A CIAO2B CIAO3 MMS19 GOCC_CILIARY_BASAL_BODY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CILIARY_BASAL_BODY AGBL2 AGBL4 AHI1 AKT1 ARHGAP35 ARMC9 AURKA B9D1 B9D2 BBOF1 BBS2 BBS4 BBS5 BBS7 C11orf97 C2CD3 CAMSAP2 CAMSAP3 CBY1 CCDC113 CCDC170 CCDC178 CCDC61 CCDC65 CCDC66 CCDC88A CCDC96 CCSAP CDC14A CDC45 CDK10 CDKL5 CENPF CENPJ CEP131 CEP19 CEP20 CEP250 CEP290 CEP41 CEP78 CETN2 CETN3 CFAP100 CFAP126 CFAP157 CFAP20 CFAP206 CFAP410 CFAP70 CFAP90 CIBAR1 CIBAR2 CILK1 CPLANE2 CSNK1A1 CSNK1D CYLD DAAM1 DAW1 DCTN1 DISC1 DLG5 DYNC2I2 DYNC2LI1 DZIP1 DZIP1L EFHC2 ENKD1 ENTR1 ERC1 EVC EZR FAM161A FAM166A FANK1 FBF1 FBXW8 GAS2L2 GAS8 GLE1 HDAC6 IFT122 IFT140 IFT172 IFT20 IFT46 IFT52 IFT57 IFT80 IFT81 IFT88 INTU IQCD JADE1 KIAA0586 KIF17 KIF7 KIFAP3 KNCN LCA5 MAPK15 MAPRE1 MARK4 MKKS MKS1 MLF1 NEDD1 NEDD9 NEK4 NPHP4 ODAD3 ODF2L OFD1 PCM1 PIFO PIN1 PJA2 PKD2 PKHD1 POC1A POC1B PPP1R32 PRKCA PSMB4 PTK2 PTPN23 RAB28 RAB8A RABEP2 RABL2B RILP RILPL1 RILPL2 RP2 RPGR RPGRIP1L RTTN SAXO1 SAXO2 SDCCAG8 SPACA9 SPAG5 SPATA7 SSNA1 SSX2IP TAPT1 TBATA TBC1D30 TBC1D31 TBC1D7 TOGARAM1 TOPORS TRAF3IP1 TSGA10IP TTBK2 TTC26 TTC8 TTLL1 TTLL11 TTLL4 TTLL6 TTLL9 TUBA3C TUBG1 USH1G USH2A WDR11 WDR35 WHRN WRAP73 GOCC_CILIARY_BASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CILIARY_BASE C11orf97 CEP126 CFAP144 CFAP36 CFAP418 CIBAR1 CILK1 CLCN4 CLUAP1 CPLANE2 DISC1 DYNC2I1 DYNLT2B DZIP1 ENKD1 FAM183BP FANK1 GLI1 GLI2 GLI3 IFT20 IFT52 IFT57 IFT88 KCNF1 KCNJ10 KCNQ1 MAGI2 MOK NEK8 NPHP3 NPHP4 ODAD2 PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B RAB8A SPACA9 SUFU TRAF3IP1 TTC26 TULP3 USH1G GOCC_CILIARY_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CILIARY_MEMBRANE ADCY3 ARL13A ARL13B BBIP1 BBS1 BBS2 BBS4 BBS5 BBS7 BBS9 CASK CDHR1 CLTB CNGA1 CNGA2 CNGA4 CNGB1 CYS1 DHRS3 DRD1 DRD2 DRD5 EFCAB7 EHD1 EHD3 EVC EVC2 FFAR4 GNAT1 GNAT2 GPI GPR157 GPR161 GPR37L1 GUCY2D HHIP IQCE MCHR1 MOSMO MXRA8 NAPEPLD PDE6A PDE6B PDE6G PDE6H PHLPP2 PKD1 PKD1L1 PKD2 PKD2L1 PRCD PROM1 PROM2 PTCH1 RAB8A RHO ROM1 SCNN1A SEPTIN2 SHANK2 SHANK3 SMO SNAP29 SSTR3 TAS2R4 TAS2R43 TAS2R46 TCTN2 TCTN3 TMEM17 TMEM231 TMEM67 TSPEAR TTC8 TXNDC15 UMOD GOCC_CILIARY_PLASM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CILIARY_PLASM AK8 AKAP14 AMBRA1 ARFGEF2 ARL13B ARL6 ATG14 ATG16L1 ATG5 ATG7 BBS1 BBS5 BBS7 CAMSAP3 CCDC103 CCDC113 CCDC39 CCDC40 CCDC63 CCDC65 CCDC96 CCSAP CENPF CEP162 CFAP100 CFAP107 CFAP126 CFAP141 CFAP144 CFAP161 CFAP20 CFAP206 CFAP210 CFAP221 CFAP251 CFAP276 CFAP36 CFAP43 CFAP45 CFAP46 CFAP52 CFAP53 CFAP54 CFAP61 CFAP68 CFAP70 CFAP73 CFAP74 CFAP77 CFAP90 CFAP91 CFAP95 DCDC2 DNAAF1 DNAH1 DNAH10 DNAH11 DNAH12 DNAH17 DNAH2 DNAH3 DNAH5 DNAH6 DNAH7 DNAH8 DNAH9 DNAI1 DNAI2 DNAI3 DNAI4 DNAI7 DNAJB13 DNAL1 DNALI1 DNHD1 DRC1 DRC3 DYNC2H1 DYNC2I2 DYNC2LI1 DYNLT2B DYNLT4 DZIP1L EFHB EFHC1 EFHC2 ENKUR FAM166B FAM166C GABARAP GAS8 GLI1 GLI3 GNAT3 HYDIN IFT140 IFT172 IFT57 INPP5E KIF17 KIF19 KIFAP3 LCA5 LCA5L LRRC43 MAK MAP1LC3B MAP4 MAPK15 MNS1 NEK4 NME7 NME8 ODAD1 ODAD2 ODAD3 ODAD4 PACRG PIERCE1 PIERCE2 PIK3C3 PIK3R4 PRKACA PRKAR1A PRKAR2A RIBC2 RP1 RP1L1 RPGRIP1 RPGRIP1L RSPH1 RSPH4A RSPH6A RSPH9 SAXO1 SAXO2 SEPTIN2 SEPTIN7 SEPTIN9 SPACA9 SPAG16 SPAG17 SPAG6 SPAG8 SPATA4 SPATA7 SPEF1 SSNA1 TEKT1 TEKT2 TEKT3 TEKT4 TEKTIP1 TOGARAM1 TRAF3IP1 TTC30A TTC30B TTLL3 TTLL8 TUBA1A TUBB4A TUBB4B TULP3 WDPCP WDR11 WDR35 WDR54 GOCC_CILIARY_ROOTLET https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CILIARY_ROOTLET APP CROCC KIF5A KIF5B KIF5C KLC3 NEK4 ODAD3 PJVK PSEN1 PSEN2 RAB28 RPGRIP1 RPGRIP1L SPAG5 GOCC_CILIARY_TIP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CILIARY_TIP ARMC9 CDKL5 CILK1 CLUAP1 CYLD DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLL1 DYNLL2 DYNLRB1 DYNLRB2 GLI1 GLI2 GLI3 IFT122 IFT140 IFT172 IFT20 IFT22 IFT25 IFT27 IFT43 IFT46 IFT52 IFT57 IFT74 IFT80 IFT81 IFT88 KIF3A KIF3B KIF3C KIF7 KIFAP3 ODAD3 RP1 SMO SPEF1 SUFU TRAF3IP1 TTC21B TTC26 TTC30B ULK3 WDR19 WDR35 GOCC_CILIARY_TRANSITION_FIBER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CILIARY_TRANSITION_FIBER CENPF CEP164 CEP83 CEP89 DZIP1 FBF1 NIN SCLT1 GOCC_CILIARY_TRANSITION_ZONE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CILIARY_TRANSITION_ZONE AHI1 ARL3 B9D1 B9D2 BBS4 BBS9 CC2D2A CC2D2B CCDC66 CCSAP CDKL1 CEP131 CEP290 CETN1 CETN2 CETN3 CFAP36 CFAP410 CIBAR1 CIBAR2 CPLANE1 CPLANE2 DYNC2LI1 FAM161A GNAT1 IFT122 IFT140 IFT20 IFT52 IFT57 INTU IQCB1 KIAA1549 KIF17 KIFAP3 LCA5 MACIR MAK MKS1 MYO7A NEK4 NPHP1 NPHP4 PCDHB13 PCDHB15 PCM1 RP1 RP1L1 RPGRIP1 RPGRIP1L SEPTIN2 SPATA7 SPTBN5 TBCC TCTN1 TCTN2 TMEM107 TMEM17 TMEM216 TMEM231 TMEM237 TMEM67 TMEM80 TOPORS TRAF3IP1 TSGA10IP TTBK2 TTC8 UNC119B USH1G USH2A WDR19 WHRN GOCC_CILIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CILIUM ABCA4 ABHD2 ACE ACE2 ACTA2 ACTL7A ADAM15 ADCY10 ADCY3 ADCY5 ADCY6 ADGB AGBL2 AGBL4 AHI1 AJM1 AK1 AK2 AK7 AK8 AKAP14 AKAP3 AKAP4 AKT1 ALMS1 ALPK1 AMBRA1 ANKMY2 ANKS3 ANKS6 ANXA1 APP ARFGEF2 ARHGAP35 ARL13A ARL13B ARL2 ARL2BP ARL3 ARL6 ARMC9 ARR3 ATG14 ATG16L1 ATG5 ATG7 ATP1A1 ATP1A4 ATP1B1 ATP1B3 ATP2B4 ATP6V1D AURKA B9D1 B9D2 BBIP1 BBOF1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BEST2 BSG C10orf82 C11orf97 C1orf115 C20orf85 C2CD3 C2CD6 C3orf14 C4orf47 C7orf31 C9orf24 CABCOCO1 CABS1 CABYR CACNA1F CALCR CALM1 CALM2 CALM3 CAMSAP2 CAMSAP3 CAPZB CASK CATSPER1 CATSPER2 CATSPER3 CATSPER4 CATSPERB CATSPERD CATSPERE CATSPERG CATSPERZ CAV1 CBL CBY1 CC2D2A CC2D2B CCDC103 CCDC113 CCDC120 CCDC170 CCDC172 CCDC178 CCDC181 CCDC34 CCDC38 CCDC39 CCDC40 CCDC61 CCDC63 CCDC65 CCDC66 CCDC68 CCDC88A CCDC96 CCP110 CCR6 CCSAP CCT8 CD52 CDC14A CDC45 CDH23 CDHR1 CDK10 CDK20 CDKL1 CDKL5 CENPF CENPJ CEP104 CEP126 CEP128 CEP131 CEP162 CEP164 CEP170 CEP19 CEP20 CEP250 CEP290 CEP295NL CEP41 CEP78 CEP83 CEP89 CERKL CETN1 CETN2 CETN3 CFAP100 CFAP107 CFAP119 CFAP126 CFAP141 CFAP144 CFAP157 CFAP161 CFAP20 CFAP206 CFAP210 CFAP221 CFAP251 CFAP276 CFAP298 CFAP300 CFAP36 CFAP410 CFAP418 CFAP43 CFAP44 CFAP45 CFAP46 CFAP47 CFAP52 CFAP53 CFAP54 CFAP58 CFAP61 CFAP65 CFAP68 CFAP69 CFAP70 CFAP73 CFAP74 CFAP77 CFAP90 CFAP91 CFAP95 CFAP99 CIB2 CIBAR1 CIBAR2 CILK1 CLCN4 CLTB CLUAP1 CLXN CNGA1 CNGA2 CNGA4 CNGB1 CNGB3 CNTRL CPLANE1 CPLANE2 CRB1 CROCC CSNK1A1 CSNK1D CST11 CT55 CUL3 CYLD CYRIB CYS1 DAAM1 DAW1 DCDC2 DCDC2C DCTN1 DEFB1 DHRS3 DISC1 DLD DLEC1 DLG5 DNAAF1 DNAAF11 DNAAF4 DNAAF5 DNAH1 DNAH10 DNAH11 DNAH12 DNAH14 DNAH17 DNAH2 DNAH3 DNAH5 DNAH6 DNAH7 DNAH8 DNAH9 DNAI1 DNAI2 DNAI3 DNAI4 DNAI7 DNAJB13 DNAL1 DNAL4 DNALI1 DNHD1 DRC1 DRC3 DRC7 DRD1 DRD2 DRD5 DYDC1 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLL1 DYNLL2 DYNLRB1 DYNLRB2 DYNLT2B DYNLT4 DZIP1 DZIP1L EFCAB2 EFCAB7 EFCAB9 EFHB EFHC1 EFHC2 EHD1 EHD3 ELMOD3 ENKD1 ENKUR ENO4 ENSG00000290147 ENTR1 ERC1 ERICH3 EVC EVC2 EYS EZR FAM149B1 FAM161A FAM161B FAM166A FAM166B FAM166C FAM183BP FANK1 FBF1 FBXL13 FBXW8 FFAR4 FHDC1 FLACC1 FLCN FSCB FSIP2 FUZ GABARAP GALR2 GALR3 GARIN2 GAS2L2 GAS8 GK2 GLE1 GLI1 GLI2 GLI3 GLIS2 GNA11 GNAQ GNAT1 GNAT2 GNAT3 GNB1 GNGT1 GPI GPR157 GPR161 GPR19 GPR37L1 GPR83 GPR88 GRK1 GRK2 GRK4 GRK7 GRXCR1 GSTM3 GUCA1A GUCA1B GUCA1C GUCY2D GUCY2F HAVCR1 HDAC6 HHIP HIF1A HOATZ HSP90AA1 HSPD1 HTR6 HYAL3 HYDIN HYLS1 IFT122 IFT140 IFT172 IFT20 IFT22 IFT25 IFT27 IFT43 IFT46 IFT52 IFT57 IFT74 IFT80 IFT81 IFT88 IFTAP IL4I1 IMPG1 INHA INPP5E INTU INVS IQCA1 IQCB1 IQCD IQCE IQCG IQUB JADE1 KCNF1 KCNJ10 KCNQ1 KIAA0586 KIAA1549 KIF17 KIF19 KIF27 KIF2A KIF3A KIF3B KIF3C KIF5A KIF5B KIF5C KIF7 KIF9 KIFAP3 KISS1R KLC3 KNCN LCA5 LCA5L LDHC LINC02914 LRRC43 LRRC56 LYAR LYZL4 LYZL6 LZTFL1 MACIR MAGI2 MAK MAP1B MAP1LC3B MAP4 MAPK15 MAPRE1 MARK4 MCHR1 MERTK MKKS MKS1 MLF1 MNS1 MOK MORN5 MOSMO MROH2B MXRA8 MYO7A MYOC MYRIP NAPEPLD NAXE NEDD1 NEDD9 NEK4 NEK8 NHERF1 NIN NME5 NME7 NME8 NOTCH2 NPFFR1 NPHP1 NPHP3 NPHP4 NPR2 NPY2R NUBP1 NUBP2 NXNL1 OCRL ODAD1 ODAD2 ODAD3 ODAD4 ODF1 ODF2 ODF2L ODF3 ODF3B OFD1 OPN1LW OPN1MW OPN1MW2 OPN1MW3 OPN1SW OPN3 OPN4 OXCT2 P2RY1 PACRG PAFAH1B1 PCARE PCDH15 PCDHB13 PCDHB15 PCM1 PDC PDCL PDE4C PDE6A PDE6B PDE6D PDE6G PDE6H PDGFRA PDZD7 PEX6 PFKM PGAM4 PGK2 PHLPP2 PHYH PIERCE1 PIERCE2 PIFO PIK3C3 PIK3R4 PIN1 PIP4K2A PJA2 PJVK PKD1 PKD1L1 PKD2 PKD2L1 PKHD1 PKM PMFBP1 POC1A POC1B PPEF2 PPP1R32 PPP3R2 PRCD PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCA PRLHR PROM1 PROM2 PRPH2 PSEN1 PSEN2 PSMB4 PTCH1 PTCHD3 PTGS1 PTK2 PTPN23 QRICH2 RAB10 RAB14 RAB15 RAB27A RAB28 RAB34 RAB8A RABEP2 RABL2B RAN RAP1A RCVRN RD3 RHO RIBC2 RILP RILPL1 RILPL2 RNF38 ROM1 ROPN1 ROPN1B ROPN1L RP1 RP1L1 RP2 RPGR RPGRIP1 RPGRIP1L RRH RRP7A RSPH1 RSPH14 RSPH3 RSPH4A RSPH6A RSPH9 RTTN SAG SAXO1 SAXO2 SCLT1 SCNN1A SDCCAG8 SEPTIN10 SEPTIN12 SEPTIN2 SEPTIN4 SEPTIN6 SEPTIN7 SEPTIN9 SHANK2 SHANK3 SLC22A14 SLC24A4 SLC25A31 SLC26A3 SLC26A6 SLC26A8 SLC9B1 SLC9B2 SLC9C1 SLIRP SMO SNAP29 SNTN SORD SPA17 SPACA3 SPACA5 SPACA5B SPACA9 SPAG16 SPAG17 SPAG4 SPAG5 SPAG6 SPAG8 SPATA19 SPATA33 SPATA4 SPATA6 SPATA6L SPATA7 SPATC1L SPEF1 SPEF2 SPTBN5 SQSTM1 SSNA1 SSTR3 SSX1 SSX2IP STARD10 STOML3 STRC STRCP1 STX3 SUFU SUN5 TACR1 TACR2 TACR3 TAPT1 TAS2R4 TAS2R43 TAS2R46 TBATA TBC1D21 TBC1D30 TBC1D31 TBC1D32 TBC1D7 TBCC TBX3 TCP11 TCP11X1 TCTE1 TCTN1 TCTN2 TCTN3 TEDC1 TEDC2 TEKT1 TEKT2 TEKT3 TEKT4 TEKT5 TEKTIP1 TEPP TEX33 TEX49 TMEM107 TMEM138 TMEM17 TMEM216 TMEM218 TMEM231 TMEM237 TMEM249 TMEM262 TMEM67 TMEM80 TNPO1 TOGARAM1 TOGARAM2 TOMM20 TOPORS TPGS1 TPPP2 TRAF3IP1 TRPV4 TSGA10 TSGA10IP TSPEAR TSSK1B TSSK4 TTBK2 TTC21A TTC21B TTC23 TTC26 TTC29 TTC30A TTC30B TTC8 TTLL1 TTLL11 TTLL13 TTLL2 TTLL3 TTLL4 TTLL5 TTLL6 TTLL7 TTLL8 TTLL9 TUB TUBA1A TUBA3C TUBB4A TUBB4B TUBD1 TUBG1 TULP1 TULP2 TULP3 TXNDC15 UBXN10 ULK3 UMOD UNC119B USH1C USH1G USH2A USP26 USP9X VCAN VDAC2 VHL VPS13A WBP2NL WDPCP WDR11 WDR19 WDR35 WDR54 WHRN WRAP73 GOCC_CIS_GOLGI_NETWORK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CIS_GOLGI_NETWORK AKAP9 ANGEL1 ATP2C1 AZIN2 B3GAT3 BCL9 BLZF1 BOK COG3 COPZ2 FKTN GBF1 GOLGA2 GOLGA5 GOLGA6A GOLGA6B GOLGA6C GOLGA6D GOLGA6L7 GOLGA8A GOLGA8B GOLGA8CP GOLGA8DP GOLGA8G GOLGA8H GOLGA8IP GOLGA8J GOLGA8K GOLGA8M GOLGA8N GOLGA8O GOLGA8Q GOLGA8R GOLGA8S GOLGA8T GOLGB1 GOLIM4 GORASP1 GORASP2 GOSR1 GPR108 HLA-G HOOK3 IFT20 KDELR1 KDELR2 KDELR3 LIMK2 LRPAP1 MAN2A1 MAP6 MAP6D1 MPPE1 PHTF1 PIK3R1 PMEL RAB29 RAB30 RETREG1 RNF183 SCFD1 SCYL1 SLC10A7 SLC35C2 TMED10 TMED5 TMEM165 TRAPPC3 TRAPPC3L TRAPPC6A TRAPPC6B TRIP11 UBXN2A YIPF6 GOCC_CIS_GOLGI_NETWORK_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CIS_GOLGI_NETWORK_MEMBRANE ATP2C1 BOK GPR108 HLA-G PHTF1 PMEL RNF183 TMEM165 TRAPPC3 TRAPPC3L GOCC_CKM_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CKM_COMPLEX CCNC CDK19 CDK8 MED12 MED13 GOCC_CLATHRIN_ADAPTOR_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CLATHRIN_ADAPTOR_COMPLEX AFTPH AP1B1 AP1G1 AP1G2 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 AP3B1 AP3M1 AP3M2 AP4B1 AP4M1 BTBD8 CLBA1 SGIP1 SLC18A3 STON1 STON2 SYNRG GOCC_CLATHRIN_COAT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CLATHRIN_COAT AFTPH AP1B1 AP1G1 AP1G2 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 AP3B1 AP3M1 AP3M2 AP4B1 AP4M1 BAIAP2L2 BTBD8 CLBA1 CLINT1 CLTA CLTB CLTC CLTCL1 ENTHD1 EPN1 EPN2 EPN3 EPS15 EPS15L1 IGF2R KCNQ5 MYCBPAP NCALD NECAP1 NECAP2 PICALM SCLT1 SCN10A SGIP1 SLC18A3 STON1 STON2 SYNJ1 SYNRG GOCC_CLATHRIN_COATED_ENDOCYTIC_VESICLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CLATHRIN_COATED_ENDOCYTIC_VESICLE ADRB2 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 APOB APOE AREG AVP AVPR2 BTBD8 BTC CD207 CD3D CD3G CD4 CD74 CD9 CEMIP CFTR CHRM2 CLTA CLTB CLTC CLTCL1 CPNE6 CTLA4 DVL2 EGF EGFR EPGN EREG FCGR1A FCGR1BP FZD2 FZD4 FZD5 HBEGF HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 IGF2R IL7R INPP5F KIAA0319 LDLR LDLRAP1 LMBRD1 LRP2 M6PR MYO1E MYO6 PICALM RAB35 RAB5A ROR2 SCARB2 SFTA3 SFTPA1 SFTPA2 SFTPB SFTPC SFTPD SGIP1 SH3GL2 SLC18A3 SLC2A8 STON1 STON2 SYT1 SYT2 SYT9 TF TFRC TGFA TGOLN2 TYRP1 VAMP2 VAMP3 VAMP4 VAMP7 VAMP8 WNT5A GOCC_CLATHRIN_COATED_ENDOCYTIC_VESICLE_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CLATHRIN_COATED_ENDOCYTIC_VESICLE_MEMBRANE ADRB2 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 APOB APOE AREG AVP AVPR2 BTBD8 BTC CD207 CD3D CD3G CD4 CD74 CD9 CFTR CHRM2 CLTC EGF EGFR EPGN EREG FCGR1A FCGR1BP FZD2 FZD4 FZD5 HBEGF HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 IGF2R IL7R KIAA0319 LDLR LDLRAP1 LRP2 M6PR RAB35 RAB5A ROR2 SCARB2 SGIP1 SH3GL2 SLC18A3 SLC2A8 STON1 STON2 SYT1 SYT2 SYT9 TF TFRC TGFA TGOLN2 TYRP1 VAMP2 VAMP3 VAMP4 VAMP7 VAMP8 WNT5A GOCC_CLATHRIN_COATED_PIT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CLATHRIN_COATED_PIT AAK1 ACKR3 ADCY8 AMN AP1G1 AP1S1 AP1S2 AP1S3 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 APP ARRB1 ARRB2 ATAT1 BMPR2 BTBD8 CCDC32 CDHR5 CEMIP CLTA CLTB CLTC CLTCL1 CTTN CUBN DAB2 DGKD DNM1L DNM2 EPN1 EPN3 EPS15 EPS15L1 FCHO1 FCHO2 FCHSD2 FNBP1 HIP1R HSPD1 INPP5F ITSN1 LDLR LRP1 LRP10 LRP12 LRP2 LRP3 MYO6 NECAP1 NECAP2 NUMB OCRL PICALM RAB35 RAMP2 REPS1 SELE SGIP1 SH3BP4 SLC18A3 SLC2A4 SNAP91 SNX9 SORT1 SPHK1 STON1 STON2 SYNJ1 TF TFRC TNK2 VLDLR GOCC_CLATHRIN_COATED_VESICLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CLATHRIN_COATED_VESICLE AAK1 ABCB4 ADAM10 ADCY8 ADRB2 AFTPH AP1B1 AP1G1 AP1G2 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 AP3B1 AP3B2 AP4B1 APOB APOE AREG ASTN1 ASTN2 ATP6AP1 ATP6AP2 ATP6V0A1 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0E2 ATP6V1A ATP6V1B2 ATP6V1C1 ATP6V1D ATP6V1E1 ATP6V1F ATP6V1G2 ATP6V1H ATP7A AVP AVPR2 BCAP31 BTBD8 BTC CD207 CD3D CD3G CD4 CD74 CD9 CEMIP CFTR CHRM2 CLBA1 CLINT1 CLRN1 CLTA CLTB CLTC CLTCL1 CLVS1 CLVS2 CPNE6 CTLA4 DAB2 DBNL DENND1A DENND1B DENND1C DNAJC5 DVL1 DVL2 ECE1 EDN1 EGF EGFR ENTHD1 EPGN EPN1 EPN2 EPN3 EREG FCGR1A FCGR1BP FCHO1 FCHO2 FOLR1 FURIN FZD2 FZD4 FZD5 GAD1 GAD2 GGA2 GOPC GPR107 HAX1 HBEGF HEATR5B HIP1 HIP1R HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HSPA8 IGF2R IL7R INPP5F KIAA0319 LDLR LDLRAP1 LMBRD1 LRP2 M6PR MALL MLC1 MYCBPAP MYO1E MYO6 NCALD NECAP1 NECAP2 NUMB OCRL PANK1 PHETA1 PHETA2 PICALM PIK3C2A RAB12 RAB13 RAB14 RAB27A RAB27B RAB35 RAB3A RAB5A RAB8A RAB8B RASSF9 REEP6 RGS19 RNASEK ROR2 SCAMP1 SCARB2 SCYL2 SFTA3 SFTPA1 SFTPA2 SFTPB SFTPC SFTPD SGIP1 SH3BP4 SH3GL2 SLC17A7 SLC18A1 SLC18A2 SLC18A3 SLC2A4 SLC2A8 SLC32A1 SNAP91 SNX18 SNX3 SNX9 SORT1 SPG21 STEAP2 STON1 STON2 STX6 SYNRG SYT1 SYT11 SYT2 SYT9 TF TFRC TGFA TGOLN2 TMED10 TMED9 TNK2 TYRP1 UNC13D VAMP2 VAMP3 VAMP4 VAMP7 VAMP8 VPS11 VPS16 VPS18 VPS33A VPS33B VPS41 VTI1A VWF WIPI1 WNT5A GOCC_CLATHRIN_COATED_VESICLE_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CLATHRIN_COATED_VESICLE_MEMBRANE ADCY8 ADRB2 AFTPH AP1B1 AP1G1 AP1G2 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 AP3B1 AP3B2 AP4B1 APOB APOE AREG ATP6AP1 ATP6AP2 ATP6V0A1 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0E2 ATP6V1A ATP6V1B2 ATP6V1C1 ATP6V1D ATP6V1E1 ATP6V1F ATP6V1G2 ATP6V1H AVP AVPR2 BTBD8 BTC CD207 CD3D CD3G CD4 CD74 CD9 CEMIP CFTR CHRM2 CLBA1 CLINT1 CLTA CLTB CLTC CLTCL1 DAB2 DBNL DENND1A DNAJC5 EGF EGFR ENTHD1 EPGN EPN1 EPN2 EPN3 EREG FCGR1A FCGR1BP FZD2 FZD4 FZD5 GAD1 GAD2 HBEGF HIP1 HIP1R HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HSPA8 IGF2R IL7R KIAA0319 LDLR LDLRAP1 LRP2 M6PR MYCBPAP MYO6 NCALD NECAP1 NECAP2 RAB35 RAB3A RAB5A RASSF9 REEP6 RNASEK ROR2 SCARB2 SGIP1 SH3GL2 SLC17A7 SLC18A1 SLC18A2 SLC18A3 SLC2A8 SLC32A1 STON1 STON2 SYNRG SYT1 SYT11 SYT2 SYT9 TF TFRC TGFA TGOLN2 TYRP1 VAMP2 VAMP3 VAMP4 VAMP7 VAMP8 WNT5A GOCC_CLATHRIN_COAT_OF_COATED_PIT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CLATHRIN_COAT_OF_COATED_PIT AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 BTBD8 CLTA CLTB CLTC EPS15 EPS15L1 PICALM SGIP1 SLC18A3 STON1 STON2 SYNJ1 GOCC_CLATHRIN_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CLATHRIN_COMPLEX BAIAP2L2 CLTA CLTC CLTCL1 SCLT1 SCN10A GOCC_CLATHRIN_SCULPTED_GAMMA_AMINOBUTYRIC_ACID_TRANSPORT_VESICLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CLATHRIN_SCULPTED_GAMMA_AMINOBUTYRIC_ACID_TRANSPORT_VESICLE DNAJC5 GAD1 GAD2 HSPA8 RAB3A SLC32A1 SYT1 VAMP2 GOCC_CLATHRIN_SCULPTED_MONOAMINE_TRANSPORT_VESICLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CLATHRIN_SCULPTED_MONOAMINE_TRANSPORT_VESICLE RAB3A SLC18A1 SLC18A2 SYT1 VAMP2 GOCC_CLATHRIN_SCULPTED_VESICLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CLATHRIN_SCULPTED_VESICLE DNAJC5 GAD1 GAD2 HSPA8 RAB3A SLC17A7 SLC18A1 SLC18A2 SLC18A3 SLC32A1 SYT1 VAMP2 GOCC_CLATHRIN_VESICLE_COAT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CLATHRIN_VESICLE_COAT AFTPH AP1B1 AP1G1 AP1G2 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 BTBD8 CLBA1 CLINT1 CLTA CLTB CLTC CLTCL1 ENTHD1 EPN1 EPN2 EPN3 MYCBPAP NCALD NECAP1 NECAP2 SGIP1 SLC18A3 STON1 STON2 SYNRG GOCC_CLEAVAGE_FURROW https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CLEAVAGE_FURROW ANKRD45 ARF6 CEP55 DCTN3 ECT2 FSD1 HMCN1 HMCN2 HTR3A ICAM2 ITGB1 KATNBL1 LIMA1 MASTL MEN1 MYH10 MYH9 MYLK NDE1 NF2 OR2A4 PDXP PITPNM1 PKN1 PKN2 PLCD3 PLEKHG6 PLK4 PPP1CC PSD PSD2 PSD4 PSTPIP1 RAB11A RAB11FIP3 RAB11FIP4 RAB21 RACGAP1 RALA RDX RHOA RHOB RHOC SEPTIN12 SEPTIN2 SEPTIN6 SEPTIN7 SPIRE1 SPIRE2 SSH1 STAMBP SVIL WDR73 ZFYVE19 GOCC_CLOCK_BMAL_TRANSCRIPTION_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CLOCK_BMAL_TRANSCRIPTION_COMPLEX BMAL1 BMAL2 CLOCK NPAS2 PASD1 GOCC_CLUSTER_OF_ACTIN_BASED_CELL_PROJECTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CLUSTER_OF_ACTIN_BASED_CELL_PROJECTIONS ABCG2 ACE ACE2 ACTB ACTN1 ACTN3 ACTR3 ADCY6 ADD3 ADGRV1 AMN ANKRD24 ANKS4B AQP1 AQP8 ATP6V0A4 ATP7A ATP8B1 B4GALT1 BBS2 CA4 CALB1 CAPZA2 CAPZB CD36 CDC14A CDH23 CDHR2 CDHR5 CEACAM16 CIB2 CLIC1 CLIC5 CLRN1 CLRN2 CLTRN CUBN CYBRD1 DCDC2 DCXR DNM1L DOCK4 DRD5 ELMOD3 ENPEP EPS8 EPS8L2 ESPN ESPNL EZR FCHSD2 FLII FLNA FLNB FOLR1 FSCN2 GNA12 GNA13 GRXCR1 GRXCR2 HOMER2 HSP90AA1 IDO1 IFT20 ITLN1 ITPR3 KCNK1 KNCN KPTN LCTL LHFPL5 LIMA1 LOXHD1 LRP2 MFSD10 MKKS MME MORN4 MPP1 MTTP MYH14 MYH9 MYL12B MYL6 MYO15A MYO1A MYO1B MYO1C MYO1D MYO1E MYO3A MYO3B MYO7A MYO7B NHERF1 NHERF4 PAFAH1B1 PCDH15 PDZD7 PDZK1 PEX19 PJVK PKHD1L1 PLB1 PLEC PLS1 PRKCB PRKCI RALGDS RGS19 RHOC RIPOR2 RSPH9 SCART1 SCIN SHANK2 SI SLC11A2 SLC15A1 SLC17A3 SLC17A4 SLC19A1 SLC20A2 SLC22A12 SLC22A5 SLC26A3 SLC26A4 SLC26A6 SLC27A4 SLC28A1 SLC28A2 SLC28A3 SLC2A2 SLC34A1 SLC34A2 SLC34A3 SLC38A2 SLC3A1 SLC46A1 SLC4A7 SLC5A1 SLC5A6 SLC6A18 SLC6A19 SLC7A11 SLC7A9 SLC9A3 SNX5 SOAT2 STRC STRCP1 TMC1 TMC2 TMPRSS15 TPRN TRIOBP TRPA1 TRPM6 TSPEAR TWF2 USH1C USH2A VEZT VIL1 WHRN GOCC_CMG_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CMG_COMPLEX CDC45 GINS1 GINS2 GINS3 GINS4 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 GOCC_COATED_VESICLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_COATED_VESICLE AAK1 ABCB4 ADAM10 ADCY8 ADRB2 AFTPH AP1B1 AP1G1 AP1G2 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 AP3B1 AP3B2 AP4B1 APOB APOE APP ARCN1 AREG ASTN1 ASTN2 ATP6AP1 ATP6AP2 ATP6V0A1 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0E2 ATP6V1A ATP6V1B2 ATP6V1C1 ATP6V1D ATP6V1E1 ATP6V1F ATP6V1G2 ATP6V1H ATP7A AVP AVPR2 B2M BCAP31 BTBD8 BTC CCDC115 CCDC88A CD207 CD3D CD3G CD4 CD59 CD74 CD9 CEMIP CFTR CHRM2 CIDEB CLBA1 CLINT1 CLRN1 CLTA CLTB CLTC CLTCL1 CLVS1 CLVS2 CNIH1 CNIH2 CNIH3 CNIH4 COL7A1 COPA COPB1 COPB2 COPE COPG1 COPG2 COPZ1 COPZ2 CPNE6 CRYZL2P-SEC16B CTLA4 CTSC CTSZ DAB2 DBNL DDHD2 DENND1A DENND1B DENND1C DIPK2A DNAJC5 DVL1 DVL2 ECE1 ECPAS EDN1 EGF EGFR ENTHD1 EPGN EPN1 EPN2 EPN3 EREG ERGIC1 ERGIC2 ERGIC3 F5 F8 FCGR1A FCGR1BP FCHO1 FCHO2 FOLR1 FURIN FZD2 FZD4 FZD5 GAD1 GAD2 GGA2 GOLGA2 GOPC GOSR2 GPR107 GRIA1 HAX1 HBEGF HEATR5B HIP1 HIP1R HLA-A HLA-B HLA-C HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G HLA-H HSPA8 HSPD1 IER3IP1 IGF2R IL7R INPP5F KDELR1 KDELR2 KDELR3 KIAA0319 KLHL12 LDLR LDLRAP1 LMAN1 LMAN1L LMAN2 LMAN2L LMBRD1 LRP2 M6PR MALL MCFD2 MLC1 MYCBPAP MYO1E MYO6 NCALD NECAP1 NECAP2 NUMB OCRL PACS1 PACSIN1 PANK1 PCSK9 PDCD6 PEF1 PHETA1 PHETA2 PICALM PIK3C2A RAB12 RAB13 RAB14 RAB27A RAB27B RAB35 RAB3A RAB5A RAB8A RAB8B RASSF9 REEP6 RGS19 RNASEK ROR2 SAR1A SAR1B SCAMP1 SCAP SCARB2 SCYL1 SCYL2 SEC13 SEC16A SEC16B SEC22B SEC23A SEC23B SEC23IP SEC24A SEC24B SEC24C SEC24D SEC31A SEC31B SERPINA1 SFTA3 SFTPA1 SFTPA2 SFTPB SFTPC SFTPD SGIP1 SH3BP4 SH3GL2 SLC17A7 SLC18A1 SLC18A2 SLC18A3 SLC28A2 SLC2A4 SLC2A8 SLC30A5 SLC32A1 SNAP91 SNX18 SNX3 SNX9 SORT1 SPG21 SREBF1 SREBF2 STEAP2 STON1 STON2 STX17 STX5 STX6 SYNRG SYT1 SYT11 SYT2 SYT9 TEPSIN TEX261 TF TFRC TGFA TGOLN2 TMED1 TMED10 TMED2 TMED3 TMED4 TMED5 TMED6 TMED7 TMED9 TMEM199 TNK2 TYRP1 UNC13D USE1 USO1 VAMP2 VAMP3 VAMP4 VAMP7 VAMP8 VMA21 VPS11 VPS16 VPS18 VPS33A VPS33B VPS41 VTI1A VTI1B VWF WIPI1 WNT5A YIF1A YIF1B YIPF5 YIPF6 GOCC_COATED_VESICLE_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_COATED_VESICLE_MEMBRANE ADCY8 ADRB2 AFTPH AP1B1 AP1G1 AP1G2 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 AP3B1 AP3B2 AP4B1 APOB APOE ARCN1 AREG ATP6AP1 ATP6AP2 ATP6V0A1 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0E2 ATP6V1A ATP6V1B2 ATP6V1C1 ATP6V1D ATP6V1E1 ATP6V1F ATP6V1G2 ATP6V1H AVP AVPR2 B2M BTBD8 BTC CD207 CD3D CD3G CD4 CD59 CD74 CD9 CEMIP CFTR CHRM2 CIDEB CLBA1 CLINT1 CLTA CLTB CLTC CLTCL1 CNIH1 CNIH2 CNIH3 COPA COPB1 COPB2 COPE COPG1 COPG2 COPZ1 COPZ2 CRYZL2P-SEC16B DAB2 DBNL DENND1A DIPK2A DNAJC5 EGF EGFR ENTHD1 EPGN EPN1 EPN2 EPN3 EREG FCGR1A FCGR1BP FOLR1 FZD2 FZD4 FZD5 GAD1 GAD2 GOSR2 GRIA1 HBEGF HIP1 HIP1R HLA-A HLA-B HLA-C HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G HLA-H HSPA8 IGF2R IL7R KDELR1 KDELR2 KDELR3 KIAA0319 KLHL12 LDLR LDLRAP1 LMAN1 LRP2 M6PR MCFD2 MYCBPAP MYO6 NCALD NECAP1 NECAP2 PDCD6 PEF1 RAB35 RAB3A RAB5A RASSF9 REEP6 RNASEK ROR2 SAR1A SAR1B SCAP SCARB2 SCYL1 SEC13 SEC16A SEC16B SEC22B SEC23A SEC23B SEC23IP SEC24A SEC24B SEC24C SEC24D SEC31A SEC31B SGIP1 SH3GL2 SLC17A7 SLC18A1 SLC18A2 SLC18A3 SLC2A8 SLC30A5 SLC32A1 SREBF1 SREBF2 STON1 STON2 STX17 STX5 SYNRG SYT1 SYT11 SYT2 SYT9 TEPSIN TF TFRC TGFA TGOLN2 TMED10 TMED2 TMED3 TMED7 TMEM199 TYRP1 USO1 VAMP2 VAMP3 VAMP4 VAMP7 VAMP8 VMA21 VTI1A VTI1B WNT5A GOCC_COHESIN_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_COHESIN_COMPLEX RAD21 RAD21L1 REC8 SGO2 SMC1A SMC1B SMC3 STAG1 STAG2 STAG3 GOCC_COLLAGEN_CONTAINING_EXTRACELLULAR_MATRIX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_COLLAGEN_CONTAINING_EXTRACELLULAR_MATRIX A1BG A2M ABI3BP ACAN ACHE ACTA2 ADAM11 ADAM19 ADAMDEC1 ADAMTS1 ADAMTS10 ADAMTS15 ADAMTS2 ADAMTS20 ADAMTS3 ADAMTS4 ADAMTS5 ADAMTS8 ADAMTS9 ADAMTSL4 ADIPOQ AEBP1 AGRN AGT AHSG AMBP AMELX AMELY AMTN ANG ANGPT1 ANGPT2 ANGPT4 ANGPTL1 ANGPTL2 ANGPTL3 ANGPTL4 ANGPTL5 ANGPTL6 ANGPTL7 ANXA1 ANXA11 ANXA2 ANXA2P2 ANXA4 ANXA5 ANXA6 ANXA7 ANXA8 ANXA9 APCS APLP1 APOA1 APOA4 APOC3 APOE APOH ASPN AZGP1 BCAM BCAN BGN BMP7 C17orf58 C1QA C1QB C1QC CALR CASK CBLN1 CBLN4 CCDC80 CCN1 CCN2 CCN3 CD151 CDH13 CDH2 CDON CFP CHADL CILP CLC CLEC14A CLEC3B CLU CMA1 COCH COL10A1 COL11A1 COL11A2 COL12A1 COL13A1 COL14A1 COL15A1 COL16A1 COL17A1 COL18A1 COL19A1 COL1A1 COL1A2 COL20A1 COL21A1 COL22A1 COL23A1 COL24A1 COL25A1 COL26A1 COL27A1 COL28A1 COL2A1 COL3A1 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 COL5A1 COL5A2 COL5A3 COL6A1 COL6A2 COL6A3 COL6A5 COL6A6 COL7A1 COL8A1 COL8A2 COL9A1 COL9A2 COL9A3 COLEC12 COLQ COMP CPA3 CRELD1 CSPG4 CSTB CTHRC1 CTSB CTSC CTSD CTSF CTSG CTSH CTSL CTSS CTSZ CXCL12 DAG1 DCN DEFA1 DEFA1B DLG1 DPT DST ECM1 ECM2 EDIL3 EFEMP1 EFEMP2 EFNA5 EGFL6 EGFL7 EGFLAM ELANE ELN EMILIN1 EMILIN2 EMILIN3 ENTPD2 ERBIN EYS F12 F13A1 F2 F3 F7 F9 FBLN1 FBLN2 FBLN5 FBN1 FBN2 FCN1 FCN2 FCN3 FGA FGB FGF10 FGFBP3 FGFR2 FGG FGL1 FGL2 FIBCD1 FLG FMOD FN1 FRAS1 FREM1 FREM2 FREM3 GDF10 GDF15 GH1 GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 GREM1 HAPLN1 HAPLN2 HAPLN3 HAPLN4 HDGF HMCN1 HMCN2 HNRNPM HPX HRG HRNR HSP90AA1 HSP90B1 HSPG2 HTRA1 ICAM1 IFNA2 IGFBP7 IGFBPL1 IL7 IMPG1 IMPG2 INHBE ITGB4 ITIH1 ITIH2 ITIH4 ITIH5 KAZALD1 KNG1 KRT1 L1CAM LAD1 LAMA1 LAMA2 LAMA3 LAMA4 LAMA5 LAMB1 LAMB2 LAMB3 LAMB4 LAMC1 LAMC2 LAMC3 LEFTY2 LGALS1 LGALS3 LGALS3BP LGALS4 LGALS9 LMAN1 LMAN1L LOX LOXL1 LOXL2 LOXL3 LOXL4 LRRC15 LTBP1 LTBP2 LTBP3 LTBP4 LUM MARCO MARCOL MATN1 MATN2 MATN3 MATN4 MDK MEGF9 MFAP2 MFAP4 MFAP5 MFGE8 MGP MMP2 MMP23B MMP28 MMP8 MMP9 MMRN1 MMRN2 MST1 MUC17 MUC2 MXRA5 MXRA7 MYOC NAV2 NCAM1 NCAN NDP NID1 NID2 NPNT NPPA NTN1 NTN4 OGN ORM1 ORM2 OTOL1 P3H1 P3H2 PCOLCE PCSK6 PDGFB PF4 PKM PLAT PLG PLOD3 PLSCR1 PODN POSTN PRELP PRG2 PRG3 PRG4 PRSS1 PRTN3 PSAP PTPRZ1 PXDN PZP RARRES2 RBP3 RELL2 RTBDN S100A10 S100A4 S100A6 S100A7 S100A8 S100A9 SBSPON SDC2 SDC3 SEMA3B SEMA7A SERPINA1 SERPINA3 SERPINA5 SERPINB1 SERPINB12 SERPINB6 SERPINB8 SERPINB9 SERPINC1 SERPINE1 SERPINE2 SERPINF1 SERPINF2 SERPING1 SERPINH1 SFRP1 SFRP2 SHH SLPI SMOC1 SMOC2 SNORC SOD3 SOST SPARC SPARCL1 SPN SPON1 SPP2 SRPX SRPX2 SSC5D SULF1 TGFB1 TGFB1I1 TGFB2 TGFB3 TGFBI TGM2 TGM4 THBS1 THBS2 THBS3 THBS4 THSD4 TIMP1 TIMP2 TIMP3 TINAG TINAGL1 TNC TNN TNR TNXB TPSAB1 TPSB2 USH2A VCAN VIT VTN VWA1 VWA2 VWC2 VWF WNT2 WNT2B WNT5A WNT5B WNT8A ZG16 ZP1 ZP2 ZP3 ZP4 GOCC_COLLAGEN_TRIMER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_COLLAGEN_TRIMER ADIPOQ C1QA C1QB C1QC C1QL1 C1QL2 C1QL3 C1QL4 C1QTNF1 C1QTNF2 C1QTNF3 C1QTNF5 C1QTNF6 C1QTNF7 C1QTNF8 C1QTNF9 C1QTNF9B CCBE1 COL10A1 COL11A1 COL11A2 COL12A1 COL13A1 COL14A1 COL15A1 COL16A1 COL17A1 COL18A1 COL19A1 COL1A1 COL1A2 COL20A1 COL21A1 COL22A1 COL23A1 COL24A1 COL25A1 COL26A1 COL27A1 COL28A1 COL2A1 COL3A1 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 COL5A1 COL5A2 COL5A3 COL6A1 COL6A2 COL6A3 COL6A5 COL6A6 COL7A1 COL8A1 COL8A2 COL9A1 COL9A2 COL9A3 COLEC10 COLEC11 COLEC12 COLQ CTHRC1 EDA EMID1 EMILIN1 EMILIN2 FCN1 FCN2 FCN3 GLDN LOX LUM MARCO MBL2 MSR1 OTOL1 SCARA3 SFTPA1 SFTPA2 SFTPD WDR33 GOCC_COLLAGEN_TYPE_IV_TRIMER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_COLLAGEN_TYPE_IV_TRIMER COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 GOCC_COMMITMENT_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_COMMITMENT_COMPLEX PRPF39 SNRPC SNRPD1 SNRPD3 U2AF2 GOCC_COMPACT_MYELIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_COMPACT_MYELIN ANXA2 CLDN5 JAM3 MAG MAL MARVELD2 MBP NCMAP PALS1 PLLP PMP22 PRKCI PTEN SIRT2 GOCC_COMPLEX_OF_COLLAGEN_TRIMERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_COMPLEX_OF_COLLAGEN_TRIMERS COL10A1 COL11A1 COL11A2 COL1A1 COL1A2 COL27A1 COL28A1 COL2A1 COL3A1 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 COL5A1 COL5A2 COL5A3 COL7A1 COL8A1 LUM GOCC_CONDENSED_CHROMOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CONDENSED_CHROMOSOME ACTB ACTL6A ACTL6B ADD3 AGO3 AHCTF1 AKAP8 ANAPC16 APC ARID2 ATRX AURKA AURKB AURKC BANF1 BAZ1B BIRC5 BLM BOD1 BOD1L2 BRCA1 BRCA2 BRD4 BRD7 BUB1 BUB1B BUB3 C14orf39 C1orf112 CBX3 CBX5 CCNB1 CCNB1IP1 CDC20 CDK2 CDT1 CDX2 CEBPB CENPA CENPB CENPC CENPE CENPF CENPH CENPI CENPK CENPL CENPM CENPN CENPO CENPP CENPQ CENPS CENPT CENPU CENPV CENPW CENPX CFDP1 CHAMP1 CHEK1 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CKAP5 CLASP1 CLASP2 CLIP1 CSNK1A1 CTCF DCTN1 DCTN2 DCTN3 DCTN4 DCTN5 DCTN6 DMC1 DNMT3L DSN1 DYNC1I1 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLT3 EID3 ERCC6L ESRRB FAM9A FAM9B FAM9C FANCD2 FBXO28 FBXW11 FKBP6 GPATCH11 GTF2B H2AX H3-3A H3-3B HJURP HMGB1 HMGB2 HNRNPU HORMAD1 HORMAD2 HSF1 HSPA2 HUS1 HUS1B IHO1 INCENP ITGB3BP KANSL1 KASH5 KAT2B KAT5 KAT8 KIF18A KIF22 KIF2B KIF2C KIFAP3 KMT5B KMT5C KNL1 KNSTRN KNTC1 L3MBTL1 LIG4 LRPPRC LRWD1 MACROH2A1 MAD1L1 MAD2L1 MEAF6 MEI4 MEIKIN MIS12 MKI67 MLH1 MLH3 MSH4 MTBP NCAPD2 NCAPD3 NCAPG NCAPG2 NCAPH NCAPH2 NDC80 NDE1 NDEL1 NEK2 NIFK NOL6 NSL1 NSMCE1 NSMCE2 NSMCE3 NSMCE4A NUDCD2 NUF2 NUP107 NUP133 NUP160 NUP37 NUP43 NUP85 NUP98 ORC2 P3H4 PAFAH1B1 PBRM1 PHF10 PHF2 PHF6 PINX1 PLK1 PLK2 PLK3 PMF1 PPP1CC PPP1R12A PSEN1 PSEN2 PSMC3IP RAD1 RAD21 RAD50 RAD51 RAD9A RAD9B RANGAP1 RASSF2 RCC1 REC8 RGS12 RIF1 RNF212 RNF212B RRS1 RSPH1 SEC13 SEH1L SEPTIN2 SEPTIN6 SEPTIN7 SETMAR SGO1 SGO2 SHOC1 SIN3A SKA1 SKA2 SKA3 SLF1 SLF2 SMARCA4 SMARCA5 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCE1 SMC1A SMC1B SMC2 SMC3 SMC4 SMC5 SMC6 SPAG5 SPC24 SPC25 SPDL1 SPOUT1 SS18L1 STAG3 SUGT1 SUMO3 SUN2 SUV39H1 SYCE1 SYCE1L SYCE2 SYCE3 SYCP1 SYCP2 SYCP2L SYCP3 SYN1 TEX11 TEX12 TEX14 TOP2A TOP3B TOPBP1 TP53BP1 TPR TRAPPC12 TTK TTN TUBA1A TUBG1 UBE2I XPO1 XRCC4 ZNF207 ZNF276 ZW10 ZWILCH ZWINT GOCC_CONDENSED_CHROMOSOME_CENTROMERIC_REGION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CONDENSED_CHROMOSOME_CENTROMERIC_REGION ACTB ACTL6A ACTL6B AHCTF1 ANAPC16 APC ARID2 ATRX AURKA AURKB AURKC BIRC5 BOD1 BOD1L2 BRD7 BUB1 BUB1B BUB3 C1orf112 CBX3 CBX5 CCNB1 CDC20 CDT1 CEBPB CENPA CENPB CENPC CENPE CENPF CENPH CENPI CENPK CENPL CENPM CENPN CENPO CENPP CENPQ CENPS CENPT CENPU CENPV CENPW CENPX CFDP1 CHAMP1 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CKAP5 CLASP1 CLASP2 CLIP1 CSNK1A1 DCTN1 DCTN2 DCTN3 DCTN4 DCTN5 DCTN6 DSN1 DYNC1I1 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLT3 ERCC6L FBXO28 FBXW11 GPATCH11 GTF2B H3-3A H3-3B HJURP HNRNPU HSF1 INCENP ITGB3BP KANSL1 KAT2B KAT5 KAT8 KIF18A KIF22 KIF2B KIF2C KMT5B KMT5C KNL1 KNSTRN KNTC1 LRWD1 MAD1L1 MAD2L1 MEAF6 MEIKIN MIS12 MTBP NCAPD2 NCAPD3 NCAPG NDC80 NDE1 NDEL1 NEK2 NSL1 NUDCD2 NUF2 NUP107 NUP133 NUP160 NUP37 NUP43 NUP85 NUP98 ORC2 PAFAH1B1 PBRM1 PHF10 PHF2 PHF6 PINX1 PLK1 PLK2 PLK3 PMF1 PPP1CC PPP1R12A PSEN1 PSEN2 RANGAP1 RASSF2 REC8 SEC13 SEH1L SEPTIN2 SEPTIN6 SEPTIN7 SGO1 SGO2 SIN3A SKA1 SKA2 SKA3 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCE1 SMC1A SPAG5 SPC24 SPC25 SPDL1 SPOUT1 SS18L1 SUGT1 SUMO3 SYCP2L TEX14 TP53BP1 TPR TRAPPC12 TTK XPO1 ZNF207 ZNF276 ZW10 ZWILCH ZWINT GOCC_CONDENSED_NUCLEAR_CHROMOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CONDENSED_NUCLEAR_CHROMOSOME ADD3 AGO3 BLM BRCA1 BRCA2 BRD4 C14orf39 CCNB1IP1 CDX2 CHEK1 CHMP1A DMC1 DNMT3L FAM9A FAM9B FAM9C FKBP6 H2AX HORMAD1 HORMAD2 HSPA2 HUS1 HUS1B IHO1 INCENP KASH5 KIFAP3 LRPPRC MEI4 MLH1 MLH3 MSH4 NCAPD2 NCAPD3 NCAPG NCAPG2 NCAPH NCAPH2 NEK2 NIFK NOL6 P3H4 PLK1 PSMC3IP RAD1 RAD21 RAD50 RAD51 RAD9A RAD9B RCC1 REC8 RGS12 RNF212 RNF212B RRS1 RSPH1 SHOC1 SMC1A SMC1B SMC2 SMC3 SMC4 STAG3 SUN2 SUV39H1 SYCE1 SYCE1L SYCE2 SYCE3 SYCP1 SYCP2 SYCP2L SYCP3 SYN1 TEX11 TEX12 TOPBP1 TTN TUBG1 UBE2I GOCC_CONDENSIN_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CONDENSIN_COMPLEX NCAPD2 NCAPD3 NCAPG NCAPG2 NCAPH NCAPH2 SMC2 SMC4 GOCC_CONE_PHOTORECEPTOR_OUTER_SEGMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CONE_PHOTORECEPTOR_OUTER_SEGMENT ENSG00000290147 GUCA1A GUCA1B IFT140 OPN1SW PCARE RD3 SLC24A4 TMEM237 GOCC_CONNEXIN_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CONNEXIN_COMPLEX GJA1 GJA10 GJA3 GJA4 GJA5 GJA8 GJA9 GJB1 GJB2 GJB3 GJB4 GJB5 GJB6 GJB7 GJC1 GJC2 GJC3 GJD2 GJD3 GJD4 GJE1 GOCC_CONTRACTILE_FIBER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CONTRACTILE_FIBER ABCC9 ABRA ACTA1 ACTA2 ACTC1 ACTG1 ACTL8 ACTN1 ACTN2 ACTN3 ACTN4 ADPRHL1 AHNAK AHNAK2 AKAP4 ALDOA ANK1 ANK2 ANK3 ANKRD1 ANKRD2 ANKRD23 ARF1 ARHGEF25 ASB2 ATP2B4 BAG3 BIN1 BMP10 C10orf71 CAB39 CACNA1C CACNA1D CACNA1S CALD1 CALM1 CALM2 CALM3 CAPN3 CAPZB CASQ1 CASQ2 CAV3 CAVIN4 CDK5R1 CFL2 CMYA5 CORO1C CRYAB CSRP1 CSRP2 CSRP3 CTNNB1 DAG1 DCTN4 DEK DES DMD DNAJB6 DST ENO1 FBP2 FBXL22 FBXO22 FBXO32 FERMT2 FHL2 FHL3 FHL5 FHOD3 FKBP1A FKBP1B FLNA FLNB FLNC FRG1 FXR1 GGPS1 GLRX3 HABP4 HOMER1 HRC HSPB1 IDO1 IGFN1 ILK ITGB1BP2 JPH1 JPH2 JUP KAT2B KCNA5 KCNE1 KCNJ8 KCNN2 KCTD6 KLHL40 KLHL41 KRT19 KRT8 KY LDB3 LMAN1 LMOD1 LMOD2 LMOD3 LRRC10 LRRC27 LRRC39 MMP2 MTM1 MTMR12 MYBPC1 MYBPC3 MYBPHL MYH1 MYH11 MYH13 MYH15 MYH2 MYH3 MYH4 MYH6 MYH7 MYH8 MYL1 MYL11 MYL12A MYL12B MYL2 MYL3 MYL4 MYL5 MYL6B MYL7 MYL9 MYLK2 MYO18B MYOD1 MYOM1 MYOM2 MYOM3 MYOT MYOZ1 MYOZ2 MYOZ3 MYPN MYZAP NBR1 NEB NEBL NEXN NOS1AP NPNT NRAP OBSCN OBSL1 PAK1 PALLD PARVA PARVB PDE4B PDE4DIP PDLIM1 PDLIM2 PDLIM3 PDLIM4 PDLIM5 PDLIM7 PGM5 PLEC POLR2M PPP1R12A PPP1R12B PPP2R5A PPP3CA PPP3CB PRICKLE4 PRKD1 PSEN1 PSEN2 PSMA6 PVALEF PYROXD1 REM1 RTN2 RYR1 RYR2 RYR3 SCN1A SCN3B SCN5A SCN8A SCO1 SCO2 SDC4 SIMC1 SLC2A1 SLC4A1 SLC8A1 SMN1 SMN2 SMPX SMTNL1 SORBS2 SPTBN1 SQSTM1 SRI STK11 STUB1 STYXL2 SVIL SYNC SYNE1 SYNE2 SYNM SYNPO SYNPO2 SYNPO2L TCAP TMOD1 TMOD2 TMOD3 TMOD4 TNNC1 TNNC2 TNNI1 TNNI2 TNNI3 TNNT1 TNNT2 TNNT3 TPM1 TPM2 TPM3 TPM4 TRIM32 TRIM54 TRIM63 TTN TWF1 TWF2 UNC45B VCL XIRP2 GOCC_CONTRACTILE_RING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CONTRACTILE_RING ALKBH4 ANLN DAG1 KIF20B MAEA MYH9 PDXP PRC1 RTKN UTRN GOCC_COP9_SIGNALOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_COP9_SIGNALOSOME COPS2 COPS3 COPS4 COPS5 COPS6 COPS7A COPS7B COPS8 COPS9 GPS1 GRAP GRB2 LAT PLCG1 SLA TESPA1 THEMIS GOCC_COPII_COATED_ER_TO_GOLGI_TRANSPORT_VESICLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_COPII_COATED_ER_TO_GOLGI_TRANSPORT_VESICLE APP AREG B2M CD59 CD74 CIDEB CNIH1 CNIH2 CNIH3 CNIH4 COL7A1 CRYZL2P-SEC16B CTSC CTSZ DDHD2 ECPAS ERGIC1 ERGIC2 ERGIC3 F5 F8 FOLR1 GOLGA2 GOSR2 GRIA1 HLA-A HLA-B HLA-C HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G HLA-H IER3IP1 KLHL12 LMAN1 LMAN1L LMAN2 LMAN2L MCFD2 PCSK9 PDCD6 PEF1 SAR1A SAR1B SCAP SEC13 SEC16A SEC16B SEC22B SEC23A SEC23B SEC23IP SEC24A SEC24B SEC24C SEC24D SEC31A SEC31B SERPINA1 SLC30A5 SREBF1 SREBF2 STX17 STX5 TEX261 TGFA TMED1 TMED10 TMED2 TMED3 TMED4 TMED5 TMED6 TMED7 TMED9 USO1 VMA21 VTI1A VTI1B YIF1A YIF1B YIPF5 YIPF6 GOCC_COPII_VESICLE_COAT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_COPII_VESICLE_COAT CIDEB KLHL12 PDCD6 PEF1 SAR1A SAR1B SEC13 SEC23A SEC23B SEC24A SEC24B SEC24C SEC24D SEC31A SEC31B TMED7 GOCC_COPI_COATED_VESICLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_COPI_COATED_VESICLE ARCN1 CCDC115 CCDC88A CIDEB COPA COPB1 COPB2 COPE COPG1 COPG2 COPZ1 COPZ2 DIPK2A KDELR1 KDELR2 KDELR3 PACS1 PACSIN1 SCYL1 TMED10 TMED2 TMED3 TMED7 TMEM199 USE1 GOCC_COPI_COATED_VESICLE_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_COPI_COATED_VESICLE_MEMBRANE ARCN1 COPA COPB1 COPB2 COPE COPG1 COPG2 COPZ1 COPZ2 DIPK2A KDELR1 KDELR2 KDELR3 SCYL1 TMED2 TMED3 TMED7 TMEM199 GOCC_COPI_VESICLE_COAT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_COPI_VESICLE_COAT ARCN1 COPA COPB1 COPB2 COPE COPG1 COPG2 COPZ1 COPZ2 DIPK2A SCYL1 TMED3 TMED7 GOCC_CORE_MEDIATOR_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CORE_MEDIATOR_COMPLEX MED1 MED10 MED11 MED14 MED15 MED16 MED17 MED18 MED19 MED20 MED21 MED22 MED23 MED24 MED25 MED26 MED27 MED28 MED29 MED30 MED31 MED4 MED6 MED7 MED8 MED9 GOCC_CORNIFIED_ENVELOPE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CORNIFIED_ENVELOPE ANXA1 ANXA2 CAPN1 CASP14 CDSN CNFN CST6 CSTA CYSRT1 DSC1 DSC2 DSC3 DSG1 DSG2 DSG3 DSG4 DSP EVPL FLG FLG2 HRNR HSPB1 IVL JUP KAZN KLK6 KLK7 KRT1 KRT10 KRT14 KRT16 KRT17 KRT2 KRT75 KRT77 LCE1D LORICRIN NCL PI3 PKP1 PKP2 PKP3 PKP4 PPL RPTN SCEL SERPINB12 SERPINB2 SERPINB5 SPRR1A SPRR1B SPRR2A SPRR2B SPRR2D SPRR2E SPRR2F SPRR2G SPRR3 TCHH TGM1 GOCC_CORTICAL_ACTIN_CYTOSKELETON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CORTICAL_ACTIN_CYTOSKELETON ACTN1 ACTN2 ACTN3 ACTN4 ACTR2 AKAP13 ANLN CALB1 CALD1 CAP1 CAPN2 CDH1 CDH2 CIB2 CLDN5 COBL CORO1A COTL1 DLC1 DSTN EEF1A1 EPB41L2 FCHSD1 FLOT1 FLOT2 GSN GYS2 HFE IQGAP1 KNCN KRT19 LANCL2 LASP1 LLGL1 LLGL2 MAEA MED28 MISP MLPH MTSS2 MYADM MYH9 MYO1A MYO1E MYRIP MYZAP NF2 PDLIM2 PJVK PLEKHH2 PLS1 PPP1R9A PPP1R9B PRKCB RAPGEF3 RDX RTKN SHROOM1 SHROOM2 SHROOM3 SHROOM4 SLC2A1 SNX9 SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 TRPV4 WASL WDR1 GOCC_CORTICAL_CYTOSKELETON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CORTICAL_CYTOSKELETON ACTB ACTN1 ACTN2 ACTN3 ACTN4 ACTR2 AKAP13 ANLN BSN CALB1 CALD1 CAP1 CAPN2 CAPZA2 CAPZA3 CAPZB CDH1 CDH2 CIB2 CLASP1 CLDN5 COBL CORO1A COTL1 CTTN DBN1 DLC1 DLG4 DMTN DSTN EEF1A1 EPB41 EPB41L2 EPB42 ERC1 ERC2 EZR FCHSD1 FLNA FLOT1 FLOT2 GSN GYPC GYS2 HFE IQGAP1 KNCN KRT19 LANCL2 LASP1 LLGL1 LLGL2 MAEA MAPRE1 MED28 MISP MLPH MPP1 MTSS2 MYADM MYH9 MYO1A MYO1E MYRIP MYZAP NF2 NOS2 NSMF NUMA1 PCLO PDLIM2 PJVK PLEKHH2 PLS1 PPP1R9A PPP1R9B PRKCB RAPGEF3 RDX RIMS1 RIMS2 RIMS3 RIMS4 RTKN SELE SHROOM1 SHROOM2 SHROOM3 SHROOM4 SLC2A1 SLC4A1 SNX9 SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 TMOD1 TPM4 TRPC4 TRPV4 WASL WDR1 GOCC_CORTICAL_ENDOPLASMIC_RETICULUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CORTICAL_ENDOPLASMIC_RETICULUM ARV1 ASPH C2CD2L EMD STIM1 STIMATE GOCC_CORTICAL_GRANULE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CORTICAL_GRANULE ASTL CALR HEXB MYH9 NLRP5 PADI6 GOCC_CORVET_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CORVET_COMPLEX TGFBRAP1 VPS11 VPS16 VPS18 VPS33A VPS33B VPS8 GOCC_COSTAMERE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_COSTAMERE AHNAK AHNAK2 ANK2 ANK3 DAG1 DMD FLNC FXR1 HOMER1 KRT19 KRT8 PGM5 PLEC SDC4 SMPX SVIL SYNM VCL GOCC_CRD_MEDIATED_MRNA_STABILITY_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CRD_MEDIATED_MRNA_STABILITY_COMPLEX CSDE1 DHX9 HNRNPU IGF2BP1 SYNCRIP YBX1 GOCC_CTF18_RFC_LIKE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CTF18_RFC_LIKE_COMPLEX CHTF18 CHTF8 DSCC1 RFC2 RFC3 RFC4 RFC5 GOCC_CUL2_RING_UBIQUITIN_LIGASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CUL2_RING_UBIQUITIN_LIGASE_COMPLEX APPBP2 ASB4 COMMD1 CUL2 ELOB ELOC FEM1A FEM1B FEM1C GLMN KLHDC10 KLHDC2 KLHDC3 PRAME PRAMEF6 PRAMEF9 RBX1 VHL ZER1 ZSWIM4 ZSWIM5 ZSWIM6 ZSWIM8 ZYG11A ZYG11B GOCC_CUL3_RING_UBIQUITIN_LIGASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CUL3_RING_UBIQUITIN_LIGASE_COMPLEX CUL3 ENC1 GAN GLMN KBTBD6 KBTBD7 KBTBD8 KCTD10 KCTD13 KCTD17 KCTD2 KCTD5 KEAP1 KLHL12 KLHL13 KLHL2 KLHL20 KLHL21 KLHL22 KLHL24 KLHL25 KLHL3 KLHL40 KLHL41 KLHL42 KLHL7 KLHL8 KLHL9 LZTR1 PDCD6 PEF1 RBX1 SPOP SPOPL TNFAIP1 ZSWIM8 GOCC_CUL4A_RING_E3_UBIQUITIN_LIGASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CUL4A_RING_E3_UBIQUITIN_LIGASE_COMPLEX CDKN1B COP1 CRBN CUL4A CUL4B DDB1 DDB2 DET1 DTL ERCC8 GLMN RBX1 TRPC4AP GOCC_CUL4B_RING_E3_UBIQUITIN_LIGASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CUL4B_RING_E3_UBIQUITIN_LIGASE_COMPLEX CUL4B DDB1 DDB2 DTL RBX1 WDR77 GOCC_CUL4_RING_E3_UBIQUITIN_LIGASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CUL4_RING_E3_UBIQUITIN_LIGASE_COMPLEX AMBRA1 CDKN1B COP1 CRBN CUL4A CUL4B DCAF1 DCAF10 DCAF11 DCAF12 DCAF12L1 DCAF12L2 DCAF13 DCAF15 DCAF16 DCAF17 DCAF4 DCAF4L1 DCAF4L2 DCAF5 DCAF6 DCAF7 DCAF8 DCAF8L1 DCAF8L2 DDA1 DDB1 DDB2 DET1 DTL ERCC8 FBXW5 GLMN RBX1 TRPC4AP WDR77 WDTC1 GOCC_CUL5_RING_UBIQUITIN_LIGASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CUL5_RING_UBIQUITIN_LIGASE_COMPLEX ANKRD9 ASB4 CUL5 ELOB ELOC KLHDC1 PCMTD1 RBX1 RNF7 GOCC_CULLIN_RING_UBIQUITIN_LIGASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CULLIN_RING_UBIQUITIN_LIGASE_COMPLEX AMBRA1 AMN1 ANAPC1 ANAPC10 ANAPC11 ANAPC13 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 ANKRD9 APPBP2 ASB4 BTRC BUB1B CACYBP CAND1 CCNF CDC16 CDC20 CDC20B CDC23 CDC26 CDC27 CDKN1B CKS1B CKS2 COMMD1 COP1 CRBN CUL1 CUL2 CUL3 CUL4A CUL4B CUL5 CUL7 CUL9 DAW1 DCAF1 DCAF10 DCAF11 DCAF12 DCAF12L1 DCAF12L2 DCAF13 DCAF15 DCAF16 DCAF17 DCAF4 DCAF4L1 DCAF4L2 DCAF5 DCAF6 DCAF7 DCAF8 DCAF8L1 DCAF8L2 DDA1 DDB1 DDB2 DET1 DMAC2 DTL ELOB ELOC ENC1 ERCC8 FBH1 FBXL12 FBXL13 FBXL14 FBXL15 FBXL16 FBXL17 FBXL18 FBXL19 FBXL2 FBXL20 FBXL21P FBXL3 FBXL4 FBXL5 FBXL6 FBXL7 FBXL8 FBXO15 FBXO17 FBXO2 FBXO25 FBXO27 FBXO3 FBXO31 FBXO32 FBXO33 FBXO38 FBXO39 FBXO4 FBXO42 FBXO44 FBXO45 FBXO48 FBXO6 FBXO7 FBXO9 FBXW11 FBXW4 FBXW5 FBXW7 FBXW8 FEM1A FEM1B FEM1C FZR1 GAN GLMN KBTBD6 KBTBD7 KBTBD8 KCTD10 KCTD13 KCTD17 KCTD2 KCTD5 KEAP1 KLHDC1 KLHDC10 KLHDC2 KLHDC3 KLHL12 KLHL13 KLHL2 KLHL20 KLHL21 KLHL22 KLHL24 KLHL25 KLHL3 KLHL40 KLHL41 KLHL42 KLHL7 KLHL8 KLHL9 LZTR1 NCCRP1 PCMTD1 PDCD6 PEF1 PRAME PRAMEF6 PRAMEF9 PRKN RBX1 RNF7 SKP1 SKP2 SPOP SPOPL SPSB1 SPSB2 SPSB3 SPSB4 TMEM183A TMEM183BP TNFAIP1 TRPC4AP UBE2C UBE2S USP47 VHL WDR77 WDTC1 ZER1 ZSWIM4 ZSWIM5 ZSWIM6 ZSWIM8 ZYG11A ZYG11B GOCC_CUTICULAR_PLATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CUTICULAR_PLATE CALB1 CIB2 FCHSD1 KNCN MYO1E SNX9 SPTA1 SPTBN1 GOCC_CYCLIN_CDK_POSITIVE_TRANSCRIPTION_ELONGATION_FACTOR_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CYCLIN_CDK_POSITIVE_TRANSCRIPTION_ELONGATION_FACTOR_COMPLEX CCNK CCNT1 CCNT2 CDK12 CDK13 CDK9 GOCC_CYCLIN_DEPENDENT_PROTEIN_KINASE_HOLOENZYME_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CYCLIN_DEPENDENT_PROTEIN_KINASE_HOLOENZYME_COMPLEX BCCIP CCNA1 CCNA2 CCNB1 CCNB2 CCNB3 CCNC CCND1 CCND2 CCND3 CCNE1 CCNE2 CCNF CCNG1 CCNG2 CCNH CCNI CCNI2 CCNJ CCNJL CCNK CCNL1 CCNL2 CCNO CCNP CCNQ CCNT1 CCNT2 CCNY CDK1 CDK12 CDK13 CDK14 CDK16 CDK19 CDK2 CDK3 CDK4 CDK5 CDK5R1 CDK5R2 CDK6 CDK7 CDK8 CDK9 CDKN1A CDKN2D CKS1B CKS2 CNPPD1 MED12 MED13 MNAT1 PCNA GOCC_CYTOCHROME_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CYTOCHROME_COMPLEX BCS1L C15orf48 COA6 COX10 COX15 COX4I1 COX4I2 COX5A COX5B COX6A1 COX6A2 COX6B1 COX6B2 COX6C COX7A1 COX7A2 COX7A2L COX7A2P2 COX7B COX7B2 COX7C COX8A COX8C CYC1 MT-CO1 MT-CO2 MT-CO3 MT-CYB MTCO2P12 NDUFA4 NDUFA4L2 UGT1A1 UQCR10 UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRFS1P1 UQCRH UQCRHL UQCRQ GOCC_CYTOLYTIC_GRANULE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CYTOLYTIC_GRANULE ARL8B CALR GNLY GZMB GZMH LAMP1 NKG7 PRF1 RNF19B SERPINB1 SRGN STXBP2 TIAL1 GOCC_CYTOPLASMIC_DYNEIN_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CYTOPLASMIC_DYNEIN_COMPLEX DCTN4 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLL1 DYNLL2 DYNLRB1 DYNLRB2 DYNLT1 DYNLT2 DYNLT2B DYNLT3 DYNLT4 DYNLT5 NUDCD3 SNX4 TPR GOCC_CYTOPLASMIC_EXOSOME_RNASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CYTOPLASMIC_EXOSOME_RNASE_COMPLEX DIS3 DIS3L EXOSC1 EXOSC10 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 GTPBP1 PNPT1 SUPV3L1 GOCC_CYTOPLASMIC_MICROTUBULE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CYTOPLASMIC_MICROTUBULE APC APC2 ARFGEF2 ARHGAP18 ARL3 ARL6 BCAS3 BCL10 BICD1 C4orf47 CCSAP CEP162 CFAP107 CFAP126 CFAP141 CFAP144 CFAP161 CFAP20 CFAP206 CFAP210 CFAP276 CFAP45 CFAP52 CFAP53 CFAP77 CFAP95 CLASP1 CLASP2 CLMP CYLD CYP2A6 DCXR DYNC1H1 DYNLT1 DYNLT3 EFHB EFHC1 EFHC2 ENKD1 ENKUR FAM161A FAM161B FAM166B FAM166C FBXW11 FHDC1 GRAMD2B GTSE1 HID1 KIF18A KIF18B KIF2C MAP10 MAP9 MAPRE1 MAPRE2 MAPRE3 MID1 MISP MNS1 MTUS2 NIN NME7 NUMA1 ODF3L2 PACRG PAFAH1B1 PIERCE1 PIERCE2 RAB3D REEP1 REEP2 REEP3 REEP4 RIBC2 RPGRIP1L SAA1 SAXO1 SAXO2 SCTR SELENOS SERP1 SNPH SPACA9 SPAG8 SRPRB SYBU TEKT1 TEKT2 TEKT3 TEKT4 TEKTIP1 TMEM214 TOGARAM1 TOGARAM2 TPT1 TRPV4 TTC30A TTC30B TUBA1A TUBA1B TUBA1C TUBB4B TUBG1 TUBG2 TUBGCP2 GOCC_CYTOPLASMIC_REGION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CYTOPLASMIC_REGION ABHD12 ABHD13 ACTR10 ACTR1A AGBL4 AGTPBP1 AK8 AKAP14 AMBRA1 AP3B1 AP3B2 AP3D1 AP3M1 AP3M2 AP3S1 AP3S2 ARC ARFGEF2 ARL13B ARL6 ARL8A ARL8B ARMCX3 ATG14 ATG16L1 ATG5 ATG7 BAIAP2 BBS1 BBS5 BBS7 BLOC1S1 BLOC1S2 BLOC1S3 BLOC1S4 BLOC1S5 BLOC1S6 BSN CALY CAMSAP3 CCDC103 CCDC113 CCDC39 CCDC40 CCDC63 CCDC65 CCDC96 CCSAP CDKL5 CENPF CEP162 CFAP100 CFAP107 CFAP126 CFAP141 CFAP144 CFAP161 CFAP20 CFAP206 CFAP210 CFAP221 CFAP251 CFAP276 CFAP36 CFAP43 CFAP45 CFAP46 CFAP52 CFAP53 CFAP54 CFAP61 CFAP68 CFAP70 CFAP73 CFAP74 CFAP77 CFAP90 CFAP91 CFAP95 CHRNA2 CLASP1 CLASP2 CLTA CLTB CTBP1 CTBP2 CTNNB1 CTNND1 DCDC2 DCTN1 DLG2 DLG4 DNAAF1 DNAH1 DNAH10 DNAH11 DNAH12 DNAH17 DNAH2 DNAH3 DNAH5 DNAH6 DNAH7 DNAH8 DNAH9 DNAI1 DNAI2 DNAI3 DNAI4 DNAI7 DNAJB13 DNAL1 DNALI1 DNHD1 DRC1 DRC3 DST DTNBP1 DYNC1H1 DYNC2H1 DYNC2I2 DYNC2LI1 DYNLT2B DYNLT4 DZIP1L EFHB EFHC1 EFHC2 EIF4EBP2 ENKUR ERC1 ERC2 FABP1 FABP2 FAM166B FAM166C FBXW11 FLOT2 FMR1 GABARAP GAS8 GLI1 GLI3 GNAI1 GNAT3 GPSM2 GRIK2 GRIK3 GUCY1B1 HAP1 HDAC6 HIF1A HIP1R HNRNPU HPCA HSBP1 HSPB1 HYDIN IFT140 IFT172 IFT57 INPP5E INSC KIF17 KIF19 KIF1A KIF1B KIF1C KIF3A KIF3B KIF4A KIF5A KIF5B KIF5C KIFAP3 KLHL17 LCA5 LCA5L LRRC43 LRRK2 MAK MAP1A MAP1LC3B MAP2 MAP2K4 MAP4 MAPK15 MAPK8IP3 MAPT MGARP MNS1 MYO5B NDEL1 NEFL NEK4 NETO1 NME7 NME8 NUMA1 ODAD1 ODAD2 ODAD3 ODAD4 OPA1 PACRG PAFAH1B1 PCLO PHLDB1 PHLDB2 PIERCE1 PIERCE2 PIK3C3 PIK3R4 PKD2 PPFIA3 PQBP1 PRKACA PRKAR1A PRKAR2A PRKCZ PURA RAB21 RAB27B RANGAP1 RIBC2 RIMS1 RIMS2 RIMS3 RIMS4 RP1 RP1L1 RPGRIP1 RPGRIP1L RSPH1 RSPH4A RSPH6A RSPH9 SAPCD2 SAXO1 SAXO2 SEPTIN2 SEPTIN7 SEPTIN9 SNAPIN SOD1 SPACA9 SPAG16 SPAG17 SPAG6 SPAG8 SPAST SPATA4 SPATA7 SPEF1 SPG7 SPTBN5 SSNA1 STAU1 STAU2 STXBP1 SYBU TCHP TEKT1 TEKT2 TEKT3 TEKT4 TEKTIP1 TERF2 TMEM108 TOGARAM1 TRAF3IP1 TRAK1 TRAK2 TRIM46 TTC30A TTC30B TTLL3 TTLL8 TUBA1A TUBB4A TUBB4B TULP3 UCHL1 UHMK1 UNC13A UNC13B UNC13C WDPCP WDR11 WDR35 WDR54 ZC3H14 GOCC_CYTOPLASMIC_SIDE_OF_ENDOPLASMIC_RETICULUM_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CYTOPLASMIC_SIDE_OF_ENDOPLASMIC_RETICULUM_MEMBRANE DNAJA1 EPM2AIP1 HM13 ITPR3 OTULINL PKD2 PTPN1 RPL27 RPS26 RPS28 RPS29 SPPL2A SPPL2B SPPL2C SPPL3 THADA GOCC_CYTOPLASMIC_SIDE_OF_ENDOSOME_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CYTOPLASMIC_SIDE_OF_ENDOSOME_MEMBRANE CDIP1 LITAF LITAFD MICALL1 RAB21 RAB5A SNX5 GOCC_CYTOPLASMIC_SIDE_OF_LYSOSOMAL_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CYTOPLASMIC_SIDE_OF_LYSOSOMAL_MEMBRANE BLOC1S1 BLOC1S2 BORCS5 BORCS6 BORCS7 BORCS8 CDIP1 EEF1A1 EEF1A2 GFAP KXD1 LITAF LITAFD SNAPIN GOCC_CYTOPLASMIC_SIDE_OF_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CYTOPLASMIC_SIDE_OF_MEMBRANE ACP1 AJAP1 AKAP5 ALOX15 ANK1 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 AP4B1 ASPSCR1 ATP2C2 BECN1 BIRC2 BLK BLOC1S1 BLOC1S2 BORCS5 BORCS6 BORCS7 BORCS8 C2CD2L CACNB4 CARMIL2 CD2 CDH1 CDIP1 CDK16 CFP CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP7 CHUK CNR2 CYLD CYTH1 DIABLO DLG1 DLG4 DNAJA1 DNAJA3 DSG1 DTNA EEF1A1 EEF1A2 EFCAB7 EPB41 EPM2AIP1 EPN3 ESYT1 ESYT2 ESYT3 FADD FARP1 FER FERMT2 FES FGR FKBP1A FRK FRMD1 FRMD6 FYN G6PD GEM GFAP GM2A GNA11 GNA12 GNA13 GNA14 GNA15 GNAI1 GNAI2 GNAI3 GNAL GNAO1 GNAQ GNAS GNAT1 GNAT2 GNAT3 GNAZ GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG14 GNG2 GNG3 GNG4 GNG5 GNG5B GNG7 GNG8 GNGT1 GNGT2 GRAMD2A HCK HID1 HM13 HTRA2 IKBKB IQGAP1 ITPR3 JAK1 JAK2 JAK3 JUP KCNAB1 KCNAB2 KCNIP1 KIT KRAS KXD1 LCK LDLRAP1 LILRB4 LITAF LITAFD LRRK2 LYN MAP2K2 MICALL1 MIEN1 MYD88 MYH9 MYZAP NCF1 NLRP10 NPHS2 NTSR1 OSBPL2 OTULINL PALM PGM5 PKD2 PKP4 PLEKHA4 PPP1R9B PPP3CA PRMT8 PTEN PTK6 PTP4A1 PTPN1 PTPN20 PTPN22 PTPN3 PTPN4 PTPN7 PTPRC RAB21 RAB5A RACGAP1 RASA3 RASAL3 RGS1 RGS2 RGS8 RHOA RNF31 RPL27 RPS26 RPS28 RPS29 S100A6 SAMD10 SAMD12 SHROOM4 SLC4A1 SNAPIN SNX18 SNX5 SOCS3 SPPL2A SPPL2B SPPL2C SPPL3 SPTA1 SPTB SRC SRMS STAC STAC2 STAC3 SYAP1 SYK SYT6 TGM3 TH THADA TIRAP TRADD TRAF1 TRAF2 TRAF3 TRAF3IP2 TRAF5 TRAF6 TYK2 YES1 ZAP70 GOCC_CYTOPLASMIC_SIDE_OF_PLASMA_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CYTOPLASMIC_SIDE_OF_PLASMA_MEMBRANE ACP1 AJAP1 AKAP5 ALOX15 ANK1 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 ASPSCR1 ATP2C2 BIRC2 BLK C2CD2L CACNB4 CARMIL2 CD2 CDH1 CDK16 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP7 CHUK CNR2 CYLD CYTH1 DIABLO DLG1 DLG4 DNAJA3 DSG1 DTNA EFCAB7 EPB41 EPN3 ESYT1 ESYT2 ESYT3 FADD FARP1 FER FERMT2 FES FGR FRK FRMD1 FRMD6 FYN G6PD GEM GM2A GNA11 GNA12 GNA13 GNA14 GNA15 GNAI1 GNAI2 GNAI3 GNAL GNAO1 GNAQ GNAS GNAT1 GNAT2 GNAT3 GNAZ GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG14 GNG2 GNG3 GNG4 GNG5 GNG5B GNG7 GNG8 GNGT1 GNGT2 GRAMD2A HCK HTRA2 IKBKB IQGAP1 JAK1 JAK2 JAK3 JUP KCNAB1 KCNAB2 KCNIP1 KIT KRAS LCK LDLRAP1 LILRB4 LITAF LYN MAP2K2 MIEN1 MYD88 MYH9 MYZAP NCF1 NLRP10 NPHS2 NTSR1 OSBPL2 PALM PGM5 PKP4 PLEKHA4 PPP1R9B PPP3CA PRMT8 PTEN PTK6 PTP4A1 PTPN20 PTPN22 PTPN3 PTPN4 PTPN7 PTPRC RAB21 RACGAP1 RASA3 RGS1 RGS2 RGS8 RHOA RNF31 S100A6 SAMD10 SAMD12 SHROOM4 SLC4A1 SNX18 SNX5 SOCS3 SPTA1 SPTB SRC SRMS STAC STAC2 STAC3 SYAP1 SYK SYT6 TGM3 TH TIRAP TRADD TRAF1 TRAF2 TRAF3 TRAF3IP2 TRAF5 TRAF6 TYK2 YES1 ZAP70 GOCC_CYTOPLASMIC_STRESS_GRANULE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CYTOPLASMIC_STRESS_GRANULE ATXN2 ATXN2L C9orf72 CAPRIN1 CASC3 CELF1 CIRBP CSDE1 CTSG DAZAP2 DDX1 DDX19A DDX19B DDX25 DDX3X DDX6 DHX36 DYRK3 EIF2S1 EIF3B EIF4E EIF4G1 ELAVL1 ENDOV FMR1 FXR1 FXR2 G3BP1 G3BP2 GIGYF2 GRB7 HABP4 HIPK2 HNRNPK IGF2BP1 IGF2BP2 IGF2BP3 KPNB1 LARP1 LARP1B LARP4 LARP4B LIN28A LSM14A MBNL1 MCRIP1 MCRIP2 MOV10 NANOS3 NUFIP2 NXF1 OGFOD1 PABPC1 PABPC1L PABPC1L2A PABPC1L2B PABPC3 PABPC4 PABPC4L PABPC5 PQBP1 PRKAA2 PRRC2C PUM1 PUM2 RBFOX1 RBM4 RBPMS RC3H1 RC3H2 RNF135 ROCK1 RPTOR SSB STAU1 STAU2 TARDBP TIA1 TIAL1 TRIM25 UBAP2L VCP YBX1 YTHDF1 YTHDF2 YTHDF3 ZFAND1 ZFP36 ZNFX1 GOCC_CYTOPLASMIC_UBIQUITIN_LIGASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CYTOPLASMIC_UBIQUITIN_LIGASE_COMPLEX CUL2 DERL1 DERL2 DERL3 ELOB FAM8A1 MARCHF6 OS9 RHBDD2 SEL1L SYVN1 USP33 VHL GOCC_CYTOSKELETON_OF_PRESYNAPTIC_ACTIVE_ZONE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CYTOSKELETON_OF_PRESYNAPTIC_ACTIVE_ZONE BSN ERC1 ERC2 PCLO RIMS1 RIMS2 RIMS3 RIMS4 GOCC_CYTOSOLIC_LARGE_RIBOSOMAL_SUBUNIT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CYTOSOLIC_LARGE_RIBOSOMAL_SUBUNIT NHP2 RPL10 RPL10A RPL10L RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL23 RPL23A RPL24 RPL26 RPL26L1 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL36AL RPL37 RPL37A RPL37AP8 RPL38 RPL39 RPL39L RPL39P5 RPL3L RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL7L1 RPL8 RPL9 RPLP0 RPLP0P6 RPLP1 RPLP2 RSL1D1 SNU13 UBA52 ZCCHC17 GOCC_CYTOSOLIC_REGION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CYTOSOLIC_REGION ARL6IP5 BAIAP2 CALB1 CTBP2 DAG1 DBN1 FBXO45 GDI1 HOMER1 HSPA8 HTT KIF5C LRRK2 PIN1 PLCB1 PLCB3 PNKD PRKCB PRKCG STXBP1 GOCC_CYTOSOLIC_RIBOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CYTOSOLIC_RIBOSOME ABCE1 APOD ASCC2 ASCC3 DHX29 EEF1A1 EIF2A EIF2AK4 ETF1 FAU GCN1 GSPT1 HBS1L LTN1 NEMF NHP2 PELO RACK1 RNF10 RNF14 RNF25 RPL10 RPL10A RPL10L RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL23 RPL23A RPL24 RPL26 RPL26L1 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL36AL RPL37 RPL37A RPL37AP8 RPL38 RPL39 RPL39L RPL39P5 RPL3L RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL7L1 RPL8 RPL9 RPLP0 RPLP0P6 RPLP1 RPLP2 RPS10 RPS10P5 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS7 RPS8 RPS9 RPSA RPSA2 RSL1D1 SNU13 UBA52 USP10 ZCCHC17 ZNF598 GOCC_CYTOSOLIC_SMALL_RIBOSOMAL_SUBUNIT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_CYTOSOLIC_SMALL_RIBOSOMAL_SUBUNIT DHX29 EIF2A FAU RACK1 RPS10 RPS10P5 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS7 RPS8 RPS9 RPSA RPSA2 UBA52 GOCC_DEATH_INDUCING_SIGNALING_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_DEATH_INDUCING_SIGNALING_COMPLEX CASP10 CASP3 CASP8 CFLAR FADD FAF1 FAS RIPK1 TRADD GOCC_DENDRITE_CYTOPLASM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_DENDRITE_CYTOPLASM ABHD12 ABHD13 BAIAP2 CDKL5 DLG4 FLOT2 GRIK2 GRIK3 HIP1R HNRNPU HPCA KIF17 KIF3B KIF5A KIF5B KIF5C KLHL17 LRRK2 MAP2 MAP2K4 PURA SOD1 STAU1 STAU2 TRAK2 UHMK1 ZC3H14 GOCC_DENDRITE_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_DENDRITE_MEMBRANE AKAP5 ATF4 ATP2B2 ATP6AP2 DAGLA DDN GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRE GABRG1 GABRG2 GABRG3 GPER1 GRIA1 HPCA INSR ITGA8 KCNB1 KCNC1 KCNC2 KCNC3 KCNC4 LAMP5 MPP2 OPRD1 PPP1R9B SGCE SHISA6 SHISA7 SHISA8 SHISA9 SLC12A5 SLC9A5 TACR3 THY1 TRPV1 GOCC_DENDRITE_TERMINUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_DENDRITE_TERMINUS CDKL5 COBL CYFIP1 HSP90AA1 HSP90AB1 IFT20 IFT52 IFT57 MAP2 PTCH1 SLC32A1 SRC TAOK2 GOCC_DENDRITIC_FILOPODIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_DENDRITIC_FILOPODIUM FMR1 FXR1 FXR2 MAP2 SRC GOCC_DENDRITIC_GROWTH_CONE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_DENDRITIC_GROWTH_CONE CDKL5 COBL CYFIP1 HSP90AA1 HSP90AB1 MAP2 PTCH1 SRC TAOK2 GOCC_DENDRITIC_SHAFT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_DENDRITIC_SHAFT ABI3 APP BAIAP2 CNIH2 CNIH3 CRIPT EPHA4 FLNA FUBP3 GABBR1 GIPC1 GPER1 GRIA1 GRM5 GRM7 HOMER1 HTR2A INPP5J JPH4 KIRREL1 KIRREL3 LPAR1 MAP1A MAP2 MPP2 NLGN2 NSF NTSR1 PREX1 PRKAR2B PSEN1 PSEN2 RGS7BP RTN4R SEZ6 SLC1A1 STAU2 SYNDIG1 SYNGAP1 ZMYND8 ZNF804A GOCC_DENDRITIC_SPINE_HEAD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_DENDRITIC_SPINE_HEAD DNM3 GPER1 HPCA PPP1R9B RGS7BP SRGAP2 SYNE1 GOCC_DENDRITIC_SPINE_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_DENDRITIC_SPINE_MEMBRANE ATP2B2 ATP6AP2 DAGLA DDN GPER1 GRIA1 ITGA8 KCNC3 PPP1R9B SHISA6 SHISA7 SHISA8 SHISA9 SLC9A5 TRPV1 GOCC_DENDRITIC_TREE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_DENDRITIC_TREE ABHD12 ABHD13 ABHD17A ABHD17B ABHD17C ABI2 ABI3 ABITRAM ABL1 ABR ACAD9 ACTN2 ACVRL1 ADAM10 ADCY10 ADCY2 ADCY4 ADCY8 ADCY9 ADGRB1 ADNP ADORA1 ADORA2A ADORA3 AGO2 AKAP5 AKAP9 ALCAM ALS2 AMFR AMIGO1 ANK3 ANKS1B ANXA3 APBA1 APBA2 APBA3 APOD APOE APP ARC ARF4 ARFGEF2 ARHGAP32 ARHGAP33 ARHGAP44 ARHGEF15 ASAP1 ASIC2 ATCAY ATF4 ATP1A2 ATP2B2 ATP6AP2 ATP7A ATXN10 ATXN1L AVP AZIN2 BACE1 BAG2 BAIAP2 BCR BDNF BECN1 BGLAP BIN1 BMPR1A BMPR1B BMPR2 BNIP3 BPTF BRD1 BRINP1 BRINP2 BRINP3 BSN C4A C4B C9orf72 CACNA1C CACNG3 CADM1 CALB1 CALB2 CAMK2A CAMK2N1 CAPN2 CAPRIN1 CASC3 CCN3 CCNG1 CCR2 CD2AP CD3E CDC42 CDK5 CDK5R1 CDKL5 CHL1 CHRM1 CHRM2 CHRM3 CHRM4 CHRM5 CHRNA3 CHRNA4 CLCN2 CLSTN2 CLSTN3 CLU CNGA3 CNIH2 CNIH3 CNN3 CNR2 CNTNAP2 COBL COMT CPEB1 CPEB3 CPEB4 CPLX2 CPNE6 CPT1C CRHBP CRHR2 CRIPT CRYAB CTNND1 CTNND2 CTTN CTTNBP2 CX3CR1 CYBB CYFIP1 CYP46A1 DAB2IP DAGLA DBN1 DBNL DDN DGKI DHX36 DIP2A DIP2B DLG4 DMWD DNAJB1 DNER DNM3 DOCK10 DPYSL5 DRD1 DRD2 DRD4 DRP2 DSCAM DTNB DTNBP1 DVL1 DYRK1A EEF2K EIF4A3 ELAVL4 ELFN1 ELK1 ELOVL5 EPHA10 EPHA3 EPHA4 EPHA5 EPHA6 EPHA7 EPHA8 EPHB1 EPHB2 EPHB3 EPHB6 ERO1A FARP1 FAT3 FBXO2 FCGR2B FEZ1 FGF13 FLNA FLOT2 FMR1 FRMPD4 FUBP3 FXR1 FXR2 FYN FZD3 FZD4 FZD5 GABBR1 GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRB1 GABRD GABRE GABRG1 GABRG2 GABRG3 GAP43 GCHFR GIGYF2 GIPC1 GLRA1 GLRA3 GLRB GLRX2 GLRX3 GLRX5 GNAI2 GNAZ GNB3 GNG13 GNG3 GOPC GPER1 GPHN GPM6A GPR179 GRIA1 GRIA2 GRIA3 GRIA4 GRID2 GRIK2 GRIK3 GRIN1 GRIN2A GRIP1 GRIP2 GRIPAP1 GRM1 GRM2 GRM3 GRM5 GRM6 GRM7 GSK3A GSK3B HAP1 HCN1 HCN2 HCN3 HCN4 HDAC6 HIP1R HNRNPR HNRNPU HOMER1 HOMER2 HOMER3 HPCA HRH1 HRH2 HRH3 HRH4 HSP90AA1 HSP90AB1 HSPA8 HTR1A HTR1B HTR1D HTR1E HTR1F HTR2A HTR2B HTR2C HTR4 HTR5A HTR6 HTR7 HTT IFT20 IFT52 IFT57 IGF2BP1 IGSF9 IL1RAPL1 IL6ST INPP5A INPP5F INPP5J INSR ITGA8 ITGB1 ITPKA JPH4 KCNA1 KCNA2 KCNA4 KCNB1 KCNB2 KCNC1 KCNC2 KCNC3 KCNC4 KCND1 KCND2 KCND3 KCNE3 KCNH1 KCNIP1 KCNIP2 KCNIP4 KCNJ14 KCNJ2 KCNK1 KCNN2 KIF17 KIF1A KIF1B KIF1C KIF21A KIF21B KIF3B KIF5A KIF5B KIF5C KIRREL1 KIRREL3 KLHL1 KLHL17 KLHL20 KNDC1 KPNA1 L1CAM LAMA2 LAMP5 LGI1 LHFPL4 LMTK3 LPAR1 LRFN3 LRIT3 LRP2 LRP4 LRP8 LRRC4 LRRK2 LSM1 LYNX1 LYPD6 LZTS1 LZTS3 MAGEE1 MAGI2 MAP1A MAP1B MAP1S MAP2 MAP2K4 MAP6 MAPK8 MAPK8IP1 MAPK8IP3 MAPT MARK1 MARK2 MARK3 MARK4 MAST1 MAX MCRS1 MINK1 MLPH MME MOB4 MPDZ MPP2 MT3 MTMR2 MTOR MYL7 MYO1D N4BP3 NCDN NCF1 NCS1 NDFIP1 NECAB2 NECTIN1 NECTIN3 NEDD4 NEGR1 NEURL1 NF1 NGDN NGF NGFR NIN NLGN1 NLGN2 NLGN4X NOS1 NPFF NQO1 NR1D1 NRDC NSF NSG1 NSG2 NSMF NTF3 NTF4 NTRK1 NTRK2 NTSR1 NUMA1 OPA1 OPHN1 OPN4 OPRD1 OPRK1 OPRM1 OSBP2 P2RX4 P2RX6 P2RY1 PAK1 PALM PALMD PCDH8 PCSK1 PCSK2 PDE4B PDLIM4 PDYN PENK PHAF1 PI4K2A PLEC PLK2 PLK3 PLXDC1 PNOC PPFIA1 PPFIA2 PPP1CA PPP1CC PPP1R9A PPP1R9B PPP2R1A PPP3CA PPT1 PREX1 PRKAA1 PRKAA2 PRKACA PRKAR2B PRKCG PRNP PRR7 PRRT2 PRSS12 PSD PSD2 PSEN1 PSEN2 PTCH1 PTEN PTK2 PTK2B PTPRO PURA RAB17 RAB27A RAB3IP RAB5A RAB8A RABGEF1 RAC1 RACK1 RANGAP1 RAP1GAP RARA RBM3 RBM8A RCVRN RELN RET RGS12 RGS14 RGS7BP RGS8 RHOA RIN3 RIT2 ROGDI ROR2 RPH3A RPL28 RPS6 RPTOR RTN1 RTN4R RTN4RL2 RUFY3 SACS SAMD14 SAMD4A SARM1 SCGN SEMA3A SEMA4F SEPTIN11 SEPTIN14 SEPTIN4 SEZ6 SGCE SHANK1 SHANK2 SHANK3 SHARPIN SHISA6 SHISA7 SHISA8 SHISA9 SIPA1L1 SKOR1 SLC12A5 SLC17A8 SLC18A2 SLC1A1 SLC32A1 SLC38A2 SLC4A10 SLC4A8 SLC5A7 SLC6A6 SLC8A1 SLC8A2 SLC8A3 SLC9A5 SMO SNX14 SOD1 SORBS2 SORCS2 SPG11 SRC SRCIN1 SRGAP2 SRSF10 STAT1 STAU1 STAU2 STRN STRN3 STRN4 STX3 STX4 SV2A SYAP1 SYN1 SYNDIG1 SYNE1 SYNGAP1 SYNPO SYT11 SYT4 TACR1 TACR3 TANC1 TANC2 TAOK2 TENM2 TH THY1 TIAM1 TMEM108 TMEM151A TMEM185A TMEM222 TMEM266 TNN TP63 TPBG TPGS1 TRAK1 TRAK2 TRAPPC4 TRIM3 TRIM9 TRPC5 TRPM5 TRPV1 TSC22D4 TTLL7 TUBB3 TXN2 TXNRD2 UCN UHMK1 UNC5C URI1 USP50 USP8 VSTM5 WDR47 WFS1 XRN1 YKT6 ZC3H14 ZDHHC5 ZFYVE27 ZMYND8 ZNF385A ZNF804A ZWINT GOCC_DENSE_BODY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_DENSE_BODY ACTB ACTG1 PIWIL1 PIWIL2 SND1 GOCC_DENSE_CORE_GRANULE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_DENSE_CORE_GRANULE ADAM8 ADRB1 ADRB2 AVP BAIAP3 CACNA2D1 CADPS CALCA CHGA CRHBP DMXL2 DVL1 FZD8 GNAI2 GRP KIF1A MYRIP NPY OPRD1 P2RX2 PDYN PENK PLCB2 SCG2 SLC6A5 SLC6A9 SPX SST STXBP5 SYT1 SYT2 SYT4 SYT5 SYT7 SYT8 SYT9 VPS13A VPS13C GOCC_DENSE_CORE_GRANULE_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_DENSE_CORE_GRANULE_MEMBRANE ADAM8 CADPS KIF1A STXBP5 SYT4 SYT5 VPS13C GOCC_DENTATE_GYRUS_MOSSY_FIBER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_DENTATE_GYRUS_MOSSY_FIBER MAP1B MAPK8IP1 MICAL1 SLC30A3 SLC4A8 TNN GOCC_DERLIN_1_RETROTRANSLOCATION_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_DERLIN_1_RETROTRANSLOCATION_COMPLEX AMFR DERL1 HM13 RNF139 SEL1L SELENOS SYVN1 VCP GOCC_DESMOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_DESMOSOME B4GALT1 CDH2 CDSN CTNNA3 DSC1 DSC2 DSC3 DSG1 DSG2 DSG3 DSG4 DSP EVPL JAM3 JUP KAZN KLHL24 PERP PKP1 PKP2 PKP3 PKP4 PNN POF1B PPL TCHP UBA1 GOCC_DEUTEROSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_DEUTEROSOME CCDC78 CDC20B CEP152 DEUP1 PLK4 SASS6 GOCC_DIHYDROLIPOYL_DEHYDROGENASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_DIHYDROLIPOYL_DEHYDROGENASE_COMPLEX BCKDHA BCKDHB BCKDK DBT DLD DLST MRPS36 OGDH OGDHL GOCC_DISTAL_AXON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_DISTAL_AXON AAK1 ABI1 ABITRAM ABL1 ACAP3 ACTB ACTG1 ADCY10 ADGRL1 ADORA1 ADRA2A ALS2 AMFR ANG AP3D1 APBB1 APBB2 APP ARHGAP4 ARPC3 ATCAY ATP6V0D1 AUTS2 BASP1 BIN1 BOC BRSK1 BRSK2 C9orf72 CABP4 CAD CALB1 CALB2 CALCA CASR CBARP CBL CCDC120 CDH8 CDHR3 CDK5 CDK5R1 CDK5R2 CDKL5 CFL1 CHRM1 CHRM2 CIB1 CLCN3 CNGB1 CNR1 COBL COPA COPG2 CPEB4 CPLX1 CPLX2 CPLX3 CPLX4 CRHBP CRHR2 CRMP1 CSNK1E CTNND1 CTTN CXADR CYFIP1 CYTH2 DBN1 DCC DCTN2 DISC1 DNM2 DOCK7 DPYSL3 DRD2 DSCAM DTNBP1 DVL1 ELAVL4 ELK1 EPHA4 EPS8 ERC2 EXOC3 EXOC4 EXOC6 EXOC7 EXOC8 FEZ1 FGF13 FKBP15 FKBP4 FLNA FLRT3 FMR1 FRMD7 FSCN1 FSCN3 FXR1 FXR2 GAD1 GAP43 GDPD5 GHRH GIT1 GPER1 GPM6A GPRIN1 GRIK2 GRIK3 GRIN1 HAP1 HCN3 HNRNPR HSP90AA1 HSP90AB1 HSPA8 HTR1B IGF2BP1 IGHMBP2 INPP5J IQGAP1 ITGA2 ITGA3 ITGA4 KATNB1 KCNA1 KCNA2 KCNA3 KCNA6 KCNC1 KCNC2 KCNC3 KCNC4 KCNK2 KCNQ5 KIF20B KIF21B KIF5C KLC1 L1CAM LAMP5 LMTK2 LRIG2 LRRK2 LRRTM1 MAP1B MAP2 MAP3K12 MAPK8IP3 MAPT MICAL1 MYH14 MYO5A MYO9A NDRG2 NECTIN1 NEFL NEO1 NGEF NGFR NIN NMU NPFF NRSN1 NTRK2 NTS NTSR1 OLFM1 OPHN1 OPRD1 OPRK1 ORAI2 OTX2 P2RX4 PACSIN1 PAFAH1B1 PALLD PCDH9 PCDHGB1 PCSK1 PDYN PENK PINK1 PNOC PPP1R9B PREX1 PRKCB PRKCG PRNP PRRT2 PRSS12 PSEN1 PSEN2 PTCH1 PTK2B PTPRN PTPRO PTPRS RAB3A RAB5A RAC3 RASGRF1 ROR1 RTN4R RUFY3 SCGN SCN11A SEPTIN6 SETX SHANK2 SHTN1 SIGMAR1 SIRT2 SLC17A8 SLC18A1 SLC18A2 SLC18A3 SLC1A1 SLC2A13 SLC32A1 SLC4A10 SLC4A8 SLC6A3 SLC8A1 SLC8A2 SLC8A3 SNAP25 SNCA SNCB SNCG SRC SRSF10 SSH1 STMN2 STMN3 STMN4 STX3 SYAP1 SYNJ1 SYP TANC1 TAOK2 TBC1D24 TENM2 TH THY1 TIAM1 TIAM2 TNN TOR1A TPBG TPRG1L TRAK1 TRPC5 TRPV2 TRPV4 TSHZ3 TSPOAP1 TUBB3 TULP1 TWF2 UCN UCN3 UNC13A UNC13B UNC13C UNC5C USH2A USP9X WDR47 WHRN ZFYVE27 ZNF804A ZPR1 GOCC_DNA_POLYMERASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_DNA_POLYMERASE_COMPLEX CHRAC1 CRCP MAD2L2 MCM3 POLA1 POLA2 POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POLG POLG2 PRIM1 PRIM2 REV3L GOCC_DNA_RECOMBINASE_MEDIATOR_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_DNA_RECOMBINASE_MEDIATOR_COMPLEX RAD51B RAD51C RAD51D SFR1 SWI5 XRCC2 XRCC3 GOCC_DNA_REPAIR_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_DNA_REPAIR_COMPLEX ASCC1 ASCC2 ASCC3 ATM ATP23 BRCA1 BRCA2 DCLRE1C FANCD2 FANCI KDM1A LIG4 NHEJ1 PALB2 PAXX PHF21A PRKDC RCOR1 TP53BP1 XRCC4 XRCC5 XRCC6 GOCC_DNA_REPLICATION_FACTOR_C_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_DNA_REPLICATION_FACTOR_C_COMPLEX RFC1 RFC2 RFC3 RFC4 RFC5 GOCC_DNA_REPLICATION_PREINITIATION_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_DNA_REPLICATION_PREINITIATION_COMPLEX CDC45 GINS1 GINS2 GINS3 GINS4 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 ORC3 SLC5A8 GOCC_DOPAMINERGIC_SYNAPSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_DOPAMINERGIC_SYNAPSE ADRA2A CHRNA5 CHRNA6 CHRNB3 DRD2 FLOT1 NLGN2 PRKN RAB3B SLC18A2 SLC6A3 SV2C SYT11 VPS35 GOCC_DYNACTIN_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_DYNACTIN_COMPLEX ACTR10 ACTR1A ACTR1B DCTN2 DCTN3 DCTN4 DCTN5 DCTN6 GOCC_DYNEIN_AXONEMAL_PARTICLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_DYNEIN_AXONEMAL_PARTICLE DNAAF10 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF8 DNAI1 DNAI2 DNAI4 DNALI1 DYNLT2B HSP90AB1 NME9 RUVBL1 RUVBL2 SPAG1 STIP1 WDR18 ZMYND10 GOCC_DYNEIN_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_DYNEIN_COMPLEX CCDC103 CCDC65 CFAP70 DCTN1 DCTN2 DCTN4 DISC1 DNAH1 DNAH10 DNAH11 DNAH12 DNAH14 DNAH17 DNAH2 DNAH3 DNAH5 DNAH6 DNAH7 DNAH8 DNAH9 DNAI1 DNAI2 DNAI3 DNAI4 DNAI7 DNAL1 DNAL4 DNALI1 DNHD1 DRC1 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLL1 DYNLL2 DYNLRB1 DYNLRB2 DYNLT1 DYNLT2 DYNLT2B DYNLT3 DYNLT4 DYNLT5 NME8 NUDCD3 ODAD1 SNX4 TPR GOCC_DYSTROGLYCAN_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_DYSTROGLYCAN_COMPLEX DAG1 SGCA SGCB SGCD SGCE SGCG SGCZ GOCC_DYSTROPHIN_ASSOCIATED_GLYCOPROTEIN_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_DYSTROPHIN_ASSOCIATED_GLYCOPROTEIN_COMPLEX CAV3 DAG1 DMD KRT8 PGM5 SGCA SGCB SGCD SGCE SGCG SGCZ SNTA1 SNTB1 SNTB2 SNTG1 SNTG2 SSPN UTRN GOCC_EARLY_ENDOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_EARLY_ENDOSOME ABCA7 ABCB6 ABCB9 ACKR1 ACKR2 ACKR3 ACKR4 ADRB1 ADRB2 AKT2 ALS2 ANGPTL3 ANK2 ANKFY1 ANKRD13B ANKRD27 ANXA1 ANXA2 AOC3 AP1AR AP1B1 AP1G1 AP1M1 AP1S1 AP1S2 AP1S3 AP3B1 AP3B2 AP3D1 AP3M1 AP3M2 AP3S1 AP3S2 AP4M1 APBB2 APH1A APOA1 APOA2 APOA4 APOA5 APOB APOC2 APOC3 APOE APP APPL1 APPL2 ARC ARF6 ARRDC3 ARRDC4 ASAH1 ASTN2 ATP11A ATP11B ATP11C ATP13A3 ATP13A4 ATP6V0D1 ATP6V0D2 ATP7A ATP9A B2M BACE1 BAIAP3 BLOC1S1 BLTP3B BOK C1orf210 C8orf44-SGK3 CACNG7 CAV1 CCDC154 CCDC93 CD1E CD207 CD22 CD274 CD4 CD8B CFTR CHMP1A CHMP3 CLCN3 CLCN4 CLCN5 CLIP3 CLN3 CLN6 CLTCL1 CLVS1 CLVS2 CMTM6 CNTNAP2 COMMD1 CORO1A CTNS CXCR4 CYTIP DAGLA DBNL DERL1 DERL2 DIAPH2 DKK1 DNAJC13 DNER DOP1B DTX3L DYSF ECPAS EEA1 EGFR EHD1 EHD2 EHD3 EHD4 ENTR1 ENTREP1 EPHA3 EPHA4 EPHA8 EPHB1 EPS15 ERBB2 F2R F2RL1 F8A1 F8A2 F8A3 FCGR1A FCGR1BP FGD2 FGD5 FIG4 FKBP15 FLOT1 FZD5 GGA1 GGA2 GGA3 GPER1 GPNMB GPR107 GRIA1 GRIPAP1 HAP1 HAS3 HAVCR2 HFE HGS HLA-A HLA-B HLA-C HLA-DRA HLA-E HLA-F HLA-G HLA-H HPS3 HPS5 HPS6 HSD17B6 HSPD1 HTT HYAL3 IFITM3 IGF2R INPP4A INPP5B INPP5F ITCH KCNH1 KCNQ1 KDR KIAA0319 KIF16B KIFC1 KIR2DL4 KREMEN2 LAMP3 LAMP5 LAPTM4B LDLR LDLRAD4 LDLRAP1 LIPG LITAF LLGL1 LMTK2 LNPEP LRP1 LRP6 LTF MAGEL2 MAP2K1 MAP2K2 MAPK1 MAPK3 MARCHF1 MARCHF3 MARCHF8 MCOLN3 MELTF MGRN1 MIB2 MICALL1 MLC1 MME MMGT1 MON2 MR1 MTMR2 MTMR4 MVB12B MYO1B MYO1D MYO5A NAPEPLD NCSTN NEU3 NEURL1B NEURL3 NF2 NIPA1 NIPA2 NISCH NOX1 NRP1 NSG1 NSG2 NTRK1 NTRK2 NUMB OCRL OR51E2 OSBPL6 PACSIN2 PARM1 PCSK9 PDLIM4 PHB1 PHETA1 PHETA2 PI4K2A PI4K2B PICALM PICK1 PIKFYVE PLA2G4B PLA2G4E PLD3 PLD4 PLEKHA3 PLEKHF1 PLEKHF2 PLEKHJ1 PLPP2 PMEPA1 PML PPP1R21 PRDX3 PSEN1 PSEN2 PTP4A1 PTP4A2 PTP4A3 PTPN1 PTPN23 PXK RAB11FIP5 RAB14 RAB17 RAB1A RAB21 RAB22A RAB29 RAB31 RAB32 RAB38 RAB4A RAB5A RAB5B RAB5C RABEP1 RABEP2 RABGAP1L RABGEF1 RAP1A RAP1GAP RAPGEF1 RASGEF1B RBSN RCC2 RCSD1 REP15 RET RFTN1 RHOB RHOD RIN3 RND2 RNF11 RPS6KC1 RUBCN RUFY1 RUSC1 SAMD9L SERPINB1 SGK3 SH3GL1 SH3GL2 SH3GL3 SIAH2 SIGLEC1 SLC11A2 SLC15A4 SLC1A1 SLC2A13 SLC30A10 SLC31A1 SLC35D3 SLC39A14 SLC5A1 SLC5A7 SLC9A3 SLC9A6 SLC9A9 SNX1 SNX12 SNX13 SNX16 SNX17 SNX19 SNX2 SNX20 SNX21 SNX27 SNX3 SNX30 SNX31 SNX4 SNX5 SNX6 SNX7 SNX8 SORCS2 SORL1 SORT1 SPHK1 ST8SIA2 STAM STAM2 STAMBP STEAP2 STEAP4 STX12 STX6 STX7 STX8 SYNDIG1 TBC1D16 TBC1D2B TBC1D3 TF TFRC TGFBRAP1 TICAM1 TICAM2 TLR3 TLR4 TM9SF4 TMEM108 TMEM127 TMEM163 TMEM165 TMEM184A TMEM230 TMEM30A TMEM9B TOLLIP TOM1 TPCN1 TRAK1 TRAK2 TRIM27 TRIM3 TSG101 UBXN6 USP10 USP8 UVRAG VAC14 VAMP3 VAMP8 VCAM1 VIPAS39 VPS11 VPS13B VPS16 VPS18 VPS26A VPS26B VPS28 VPS29 VPS33A VPS33B VPS35 VPS41 VPS4A VPS8 VTI1B WASF2 WASH3P WASH6P WASHC1 WASHC2A WASHC2C WASHC3 WASHC4 WASHC5 WDFY1 WDFY2 WDFY4 WDR81 WDR91 WIPF3 WLS WNT3A ZFYVE16 ZFYVE26 ZFYVE28 ZFYVE9 ZMPSTE24 GOCC_EARLY_ENDOSOME_LUMEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_EARLY_ENDOSOME_LUMEN B2M LNPEP PDLIM4 RAB32 RAB38 GOCC_EARLY_ENDOSOME_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_EARLY_ENDOSOME_MEMBRANE ABCA7 ABCB6 ANXA1 APPL1 APPL2 ARC ARF6 ATP11B ATP11C ATP13A3 ATP13A4 ATP7A ATP9A B2M BAIAP3 BOK CAV1 CD207 CD274 CD8B CFTR CLCN3 CLCN4 CLIP3 CLN3 CLVS1 CLVS2 CMTM6 DAGLA DKK1 DNAJC13 DOP1B DTX3L EEA1 EGFR EHD1 EHD4 ENTREP1 EPHA4 EPHA8 EPHB1 EPS15 FCGR1A FCGR1BP FGD2 FIG4 FZD5 GGA1 GGA2 GGA3 GPNMB GRIA1 GRIPAP1 HGS HLA-A HLA-B HLA-C HLA-DRA HLA-E HLA-F HLA-G HLA-H HPS6 HSD17B6 IFITM3 INPP4A INPP5B INPP5F ITCH KCNH1 KIAA0319 KIF16B KIR2DL4 KREMEN2 LAMP3 LAMP5 LDLRAD4 LITAF LLGL1 LRP6 MARCHF1 MARCHF3 MARCHF8 MCOLN3 MMGT1 MON2 MR1 MTMR2 MTMR4 NAPEPLD NEU3 NSG1 NSG2 NTRK1 NTRK2 OCRL OR51E2 OSBPL6 PDLIM4 PI4K2A PI4K2B PIKFYVE PLA2G4B PLA2G4E PLD3 PLEKHF2 PLPP2 PMEPA1 PML PSEN1 RAB11FIP5 RAB14 RAB21 RAB31 RAB4A RAB5A RAB5B RAB5C RABEP1 RABGEF1 RBSN RCC2 REP15 RUFY1 SH3GL1 SH3GL3 SLC11A2 SLC15A4 SLC1A1 SLC30A10 SLC31A1 SLC35D3 SLC39A14 SLC5A7 SLC9A3 SLC9A6 SLC9A9 SNX1 SNX12 SNX13 SNX16 SNX19 SNX2 SNX20 SNX21 SNX27 SNX3 SNX30 SNX4 SNX5 SNX6 SNX7 SNX8 SORCS2 SORL1 SPHK1 STAM STAM2 STEAP4 STX12 STX7 SYNDIG1 TBC1D3 TICAM2 TMEM163 TMEM165 TMEM184A TMEM30A TMEM9B TOM1 TPCN1 TSG101 UBXN6 VAC14 VAMP3 VAMP8 VPS13B VPS33B VPS41 VTI1B WASH3P WASH6P WASHC1 WASHC2A WASHC2C WASHC3 WASHC4 WASHC5 WDR81 WDR91 WLS WNT3A ZFYVE16 ZFYVE28 ZFYVE9 ZMPSTE24 GOCC_EARLY_PHAGOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_EARLY_PHAGOSOME APPL1 APPL2 PLA2G5 RAB31 RAB5A SLC9A9 SNX3 SYK SYT11 SYT7 TLR7 TLR9 UNC93B1 GOCC_EGG_COAT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_EGG_COAT OVGP1 ZP1 ZP2 ZP3 ZP4 GOCC_EKC_KEOPS_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_EKC_KEOPS_COMPLEX GON7 LAGE3 OSGEP TP53RK TPRKB GOCC_ELASTIC_FIBER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ELASTIC_FIBER EFEMP2 ELN FBLN1 FBLN5 MFAP4 GOCC_ELONGATOR_HOLOENZYME_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ELONGATOR_HOLOENZYME_COMPLEX ELP1 ELP2 ELP3 ELP4 ELP5 ELP6 GOCC_ELONGIN_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ELONGIN_COMPLEX ELOA ELOA2 ELOB ELOC EPOP GOCC_EMC_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_EMC_COMPLEX EMC1 EMC10 EMC2 EMC3 EMC4 EMC6 EMC7 EMC8 EMC9 MMGT1 GOCC_ENDOCYTIC_VESICLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ENDOCYTIC_VESICLE ABCA1 ACE2 ACTG1 ADAM8 ADRB2 AMBRA1 AMELX AMN AMOT ANXA11 ANXA3 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 APOA1 APOB APOE APPL1 APPL2 AREG ARF6 ARRB2 ATG12 ATG14 ATG5 ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP7A AVP AVPR1A AVPR2 B2M BECN1 BTBD8 BTC CACNG2 CACNG3 CACNG4 CACNG8 CALR CAMK2A CAMK2B CAMK2D CAMK2G CAV1 CD163 CD207 CD36 CD3D CD3G CD4 CD74 CD9 CDC42 CDC42EP2 CDC42EP4 CEMIP CFTR CHRM2 CLCN3 CLEC4E CLTA CLTB CLTC CLTCL1 COLEC12 CORO1A CPNE6 CSF3 CSF3R CTLA4 CTSL CTSS CTTN CUBN CYBA CYBB DAB2IP DLG4 DMBT1 DNM2 DPP4 DRD2 DVL2 DYNC1LI1 DYSF ECPAS EGF EGFR EHD1 EHD2 EHD3 EHD4 ELANE ENTPD7 EPGN EREG FCGR1A FCGR1BP FFAR4 FLNB FLOT2 FMNL1 FZD2 FZD4 FZD5 GAPVD1 GNLY GOLIM4 GPR161 GRIA1 GRIA2 GRIA3 GRIA4 GSN HBA1 HBA2 HBB HBEGF HCLS1 HEATR5A HEATR5B HGS HLA-A HLA-B HLA-C HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G HLA-H HP HPX HSP90AA1 HSP90B1 HSPH1 HVCN1 HYAL2 HYOU1 IGF2R IL7R INPP5B INPP5F IRGM ITGAV ITGB5 KIAA0319 KIF5B LAMP1 LAMP2 LDLR LDLRAP1 LMBRD1 LPAR1 LPAR2 LRP1 LRP2 LTF LYN M6PR MARCO MCOLN1 MDM2 MPEG1 MPO MSR1 MTOR MTSS1 MYO1C MYO1E MYO6 NCF1 NCF2 NCF4 NLGN3 NOD1 NOD2 NOS3 NOSTRIN OCLN OCRL PDIA3 PGLYRP1 PICALM PICK1 PIK3C2B PIK3C3 PIK3R4 PIKFYVE PIP4P1 PIP4P2 PLA2G5 PLD1 PLD4 PLEKHG5 PTCH1 RAB10 RAB11A RAB11B RAB11FIP1 RAB11FIP3 RAB11FIP4 RAB11FIP5 RAB13 RAB14 RAB17 RAB20 RAB22A RAB23 RAB31 RAB32 RAB34 RAB35 RAB38 RAB39A RAB43 RAB5A RAB5B RAB7A RAB7B RAB8A RAB8B RAB9A RAB9B RABEP1 RABGEF1 RAC2 RALA RAPGEF2 RAPGEF6 RILP RIN1 RIN2 RIN3 RINL ROR2 RPS27A SAA1 SCARB1 SCARB2 SCARF1 SCGB3A2 SCIMP SEC22B SFTA3 SFTPA1 SFTPA2 SFTPB SFTPC SFTPD SGIP1 SH3GL2 SH3KBP1 SLAMF1 SLC11A1 SLC15A2 SLC18A3 SLC2A8 SLC48A1 SLC9A9 SMO SNAP23 SNX3 SPARC SPHK1 SRGAP2 STAB1 STAB2 STAM2 STON1 STON2 STX12 STX4 STX6 STX7 STX8 STXBP1 STXBP3 STXBP4 SYK SYT1 SYT11 SYT2 SYT7 SYT9 TAP1 TAP2 TAPBP TCIRG1 TF TFRC TGFA TGOLN2 TIRAP TLR1 TLR2 TLR6 TLR7 TLR9 TRIM14 TYRP1 UBA52 UBB UBC UNC93B1 UVRAG VAMP2 VAMP3 VAMP4 VAMP7 VAMP8 VIM VPS11 VPS26B VPS9D1 WAS WASL WLS WNT1 WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B ZDHHC5 ZYX GOCC_ENDOCYTIC_VESICLE_LUMEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ENDOCYTIC_VESICLE_LUMEN APOA1 APOB APOE CALR CSF3 CTSL GNLY HBA1 HBA2 HBB HGS HP HPX HSP90AA1 HSP90B1 HSPH1 HYOU1 LTF MPO PGLYRP1 SAA1 SCGB3A2 SPARC GOCC_ENDOCYTIC_VESICLE_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ENDOCYTIC_VESICLE_MEMBRANE ACE2 ADRB2 ANXA3 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 APOB APOE APPL2 AREG ATG12 ATG5 ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP7A AVP AVPR2 B2M BTBD8 BTC CACNG2 CACNG3 CACNG4 CACNG8 CALR CAMK2A CAMK2B CAMK2D CAMK2G CAV1 CD163 CD207 CD36 CD3D CD3G CD4 CD74 CD9 CFTR CHRM2 CLEC4E CLTC COLEC12 CORO1A CSF3R CYBA CYBB DLG4 DMBT1 DNM2 DYNC1LI1 EGF EGFR ENTPD7 EPGN EREG FCGR1A FCGR1BP FZD2 FZD4 FZD5 GPR161 GRIA1 GRIA2 GRIA3 GRIA4 HBEGF HLA-A HLA-B HLA-C HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G HLA-H HVCN1 IGF2R IL7R INPP5B IRGM KIAA0319 LAMP1 LAMP2 LDLR LDLRAP1 LRP1 LRP2 LYN M6PR MARCO MCOLN1 MDM2 MSR1 NOS3 NOSTRIN OCRL PICK1 PIK3C3 PIK3R4 PIKFYVE PIP4P1 PIP4P2 PTCH1 RAB10 RAB11A RAB11B RAB11FIP1 RAB11FIP3 RAB20 RAB22A RAB23 RAB31 RAB32 RAB34 RAB35 RAB38 RAB39A RAB43 RAB5A RAB7A RAB7B RAB8A RAB8B RAB9A RAB9B RAC2 RILP ROR2 RPS27A SCARB1 SCARB2 SCARF1 SEC22B SGIP1 SH3GL2 SLC11A1 SLC15A2 SLC18A3 SLC2A8 SLC48A1 SLC9A9 SMO SNAP23 STAB1 STAB2 STON1 STON2 STX4 SYT1 SYT2 SYT7 SYT9 TAP1 TAP2 TAPBP TCIRG1 TF TFRC TGFA TGOLN2 TLR1 TLR2 TLR6 TYRP1 UBA52 UBB UBC VAMP2 VAMP3 VAMP4 VAMP7 VAMP8 WASL WLS WNT1 WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B GOCC_ENDOLYSOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ENDOLYSOSOME ABCB6 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 ATG16L1 CLEC16A CLTA CLTC CTSB CTSK CTSL CTSS HRG LDLR LGMN PCSK9 PRKCD RNF167 SLC15A4 SMPD1 TASL TLR3 TLR7 TLR8 TLR9 TPCN1 TPCN2 GOCC_ENDOLYSOSOME_LUMEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ENDOLYSOSOME_LUMEN CTSB CTSK CTSL CTSS LGMN GOCC_ENDOLYSOSOME_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ENDOLYSOSOME_MEMBRANE ABCB6 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 ATG16L1 CLEC16A CLTA CLTC LDLR PCSK9 RNF167 SLC15A4 TASL TLR3 TLR7 TLR8 TLR9 TPCN2 GOCC_ENDONUCLEASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ENDONUCLEASE_COMPLEX AGO1 AGO2 AGO3 AGO4 CLP1 DGCR8 DHX9 DICER1 DROSHA EME1 EME2 ERN1 HSD17B10 LAS1L MRPL44 MUS81 POP1 POP4 POP5 POP7 PRKRA PRORP RAG1 RMRP RPP14 RPP21 RPP25 RPP25L RPP30 RPP38 RPP40 RPPH1 TARBP2 TRMT10C TSEN2 TSEN34 TSEN54 TSN TSNAX GOCC_ENDOPEPTIDASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ENDOPEPTIDASE_COMPLEX ADRM1 CAPN1 CAPN2 CAPNS1 CAPNS2 CASP2 CASP9 CFH COLEC10 COLEC11 CRADD ECPAS FCN1 FCN2 FCN3 GPAA1 HSPB1 HTRA2 MBL2 PAAF1 PIDD1 PIGK PIGS PIGT PIGU PLAU PLAUR PRICKLE1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RAD23A RAD23B THBD TXNL1 UBE3A UBE3C UBQLN1 UBR1 UCHL5 USP14 VCP ZFAND2A GOCC_ENDOPLASMIC_RETICULUM_CHAPERONE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ENDOPLASMIC_RETICULUM_CHAPERONE_COMPLEX DNAJB11 DNAJC10 HSP90B1 HSPA5 HYOU1 MZB1 P4HB PDIA6 PPIB SDF2L1 UGT1A1 GOCC_ENDOPLASMIC_RETICULUM_EXIT_SITE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ENDOPLASMIC_RETICULUM_EXIT_SITE APOB CRYZL2P-SEC16B CTAGE1 CTAGE15 CTAGE4 CTAGE6 CTAGE8 CTAGE9 HLA-A LRRK2 MIA2 MIA3 MPPE1 PDCD6 PDCD6IP PLPP3 PREB SAR1A SAR1B SEC16A SEC16B SEC23A SEC23B SEC24A SEC24B SEC24C SEC24D SEC31A SEC31B TFG TMED5 VAPA VAPB YIPF5 GOCC_ENDOPLASMIC_RETICULUM_GOLGI_INTERMEDIATE_COMPARTMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ENDOPLASMIC_RETICULUM_GOLGI_INTERMEDIATE_COMPARTMENT ANPEP AREG ASPSCR1 ATP6AP1 AZIN2 BCAP31 BET1 CA4 CALR CCDC115 CD55 CD59 CHP1 CLN8 CNIH1 CNIH2 CNIH3 CNIH4 COL7A1 COPB1 COPG1 COPG2 COPZ2 CSNK1D CTSC CTSZ DCSTAMP DDHD2 ECPAS ERGIC1 ERGIC2 ERGIC3 ERP44 F5 F8 FN1 FOLR1 FTCD GALNT1 GBF1 GJB2 GNPNAT1 GOLGA2 GOLGB1 GORASP1 GOSR2 GRIA1 HMGB1 HSPA5 INPP5B INS IST1 KDELR1 LAMP5 LMAN1 LMAN1L LMAN2 LMAN2L LRPAP1 MAN1A1 MCFD2 MGAT1 MGAT4A MGAT4B MGAT4D MPPE1 MTMR6 MYDGF MYO18A NAT8 NAT8B NUCB1 NUCB2 P4HB PALS1 PDIA6 PIEZO1 PLPP3 PROM1 PRRG4 PTPN2 RAB1B RAB2A RAB37 RAB6B RER1 RGMB ROBO1 SCYL1 SEC22B SEC23IP SERPINA1 SERPINH1 SLC35C2 SMO SPPL3 STING1 STK17B STX17 STX5 SURF4 TAP1 TAP2 TAPBP TBC1D20 TGFA TM6SF2 TMED1 TMED10 TMED2 TMED3 TMED4 TMED5 TMED6 TMED7 TMED9 TMEM199 TRAPPC12 TRAPPC2 TRAPPC2B TRAPPC5 TRIP11 UGGT1 UGGT2 UVRAG VMA21 VMP1 VPS13B WHAMM YIF1A YIF1B YKT6 ZDHHC20 ZDHHC9 GOCC_ENDOPLASMIC_RETICULUM_GOLGI_INTERMEDIATE_COMPARTMENT_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ENDOPLASMIC_RETICULUM_GOLGI_INTERMEDIATE_COMPARTMENT_MEMBRANE AREG ASPSCR1 ATP6AP1 AZIN2 BCAP31 BET1 CALR CD55 CD59 CLN8 CNIH1 CNIH2 CNIH3 COL7A1 COPZ2 CSNK1D CTSC CTSZ DCSTAMP ERGIC1 ERGIC2 ERGIC3 F5 F8 FOLR1 GALNT1 GOLGA2 GORASP1 GOSR2 GRIA1 INS KDELR1 LAMP5 LMAN1 LMAN1L LMAN2 MCFD2 MGAT1 MPPE1 NAT8 NAT8B PALS1 PIEZO1 PLPP3 PRRG4 RAB1B RAB2A ROBO1 SEC22B SERPINA1 SLC35C2 SPPL3 STING1 STX17 STX5 SURF4 TAP1 TAP2 TAPBP TBC1D20 TGFA TM6SF2 TMED1 TMED10 TMED2 TMED3 TMED5 TMED7 TMED9 TMEM199 TRIP11 UVRAG VMA21 VMP1 VPS13B WHAMM YIF1A YIF1B YKT6 ZDHHC20 ZDHHC9 GOCC_ENDOPLASMIC_RETICULUM_LUMEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ENDOPLASMIC_RETICULUM_LUMEN ACE2 ADAM10 ADAM17 ADAMTS13 ADAMTS5 ADAMTS7 ADAMTSL1 ADAMTSL4 AFP AHSG ALB AMBN AMELX AMTN ANO8 APLP2 APOA1 APOA2 APOA4 APOA5 APOB APOE APOL1 APP ARSA ARSB ARSD ARSF ARSG ARSH ARSI ARSJ ARSK ARSL B2M BACE1 BCHE BDNF BGLAP BMP15 BMP4 BPIFB2 C3 C4A CALR CALR3 CALU CANX CASQ1 CASQ2 CCN1 CD4 CDH2 CERCAM CES1 CES2 CES3 CFP CHGB CHRDL1 CKAP4 CLN6 CLU CNPY3 COL10A1 COL11A1 COL11A2 COL12A1 COL13A1 COL14A1 COL15A1 COL16A1 COL17A1 COL18A1 COL19A1 COL1A1 COL1A2 COL20A1 COL21A1 COL22A1 COL23A1 COL24A1 COL25A1 COL26A1 COL27A1 COL28A1 COL2A1 COL3A1 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 COL5A1 COL5A2 COL5A3 COL6A1 COL6A2 COL6A3 COL7A1 COL8A1 COL8A2 COL9A1 COL9A2 COL9A3 COLGALT1 COLGALT2 CP CRTAP CSF1 CST3 CTSC CTSZ CYP2W1 DAG1 DBI DMP1 DNAJB11 DNAJB9 DNAJC10 DNAJC3 EBI3 EDEM2 EDEM3 EDN1 ENAM EOGT ERAP1 ERAP2 ERLEC1 ERO1A ERO1B ERP27 ERP29 ERP44 ESD EVA1A F10 F2 F5 F7 F8 F9 FAM20C FBN1 FGA FGF23 FGG FKBP10 FKBP14 FKBP7 FLT3 FMO1 FN1 FOXRED2 FSTL1 FSTL3 FUCA2 GANAB GAS6 GCG GHRL GIP GOLM1 GPC3 GPX7 GPX8 H6PD HRC HSP90B1 HSPA5 HYOU1 IGFBP1 IGFBP3 IGFBP4 IGFBP5 IGFBP7 IL12A IL12B IL23A IL27 IL6 INS ITIH2 JMJD8 KNG1 KTN1 LAMB1 LAMB2 LAMC1 LGALS1 LIPC LRPAP1 LTBP1 MANF MAPK1 MAPK3 MATN3 MBTPS1 MELTF MEN1 MEPE MFGE8 MGAT4A MIA3 MINPP1 MSLN MTTP MXRA8 MYDGF MZB1 NOTUM NUCB1 OS9 P3H1 P3H2 P4HA1 P4HA2 P4HA3 P4HB PCSK9 PDGFA PDGFB PDGFC PDGFD PDIA2 PDIA3 PDIA4 PDIA5 PDIA6 PENK PLAUR PLOD3 PNPLA2 POGLUT1 POGLUT2 POGLUT3 PPIB PRKCSH PROC PROZ PRSS23 PTGS2 QSOX1 RCN1 RCN2 RCN3 RDH5 RNASET2 SCG2 SCG3 SDC2 SDF2L1 SELENOF SELENOM SERPINA1 SERPINA10 SERPINC1 SERPIND1 SERPING1 SERPINH1 SHH SHISA5 SIL1 SLC27A2 SPARCL1 SPON1 SPP1 SPP2 SRL STC2 STS SUMF1 SUMF2 TF TGOLN2 THBS1 TIMP1 TMEM132A TMEM43 TNC TOR1A TOR1B TOR2A TOR3A TOR4A TRDN TSPAN14 TSPAN15 TSPAN33 TSPAN5 TXNDC12 TXNDC16 TXNDC5 UGGT1 UGGT2 VCAN VCPIP1 VGF VTN VWA1 WFS1 WNT1 WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B GOCC_ENDOPLASMIC_RETICULUM_PALMITOYLTRANSFERASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ENDOPLASMIC_RETICULUM_PALMITOYLTRANSFERASE_COMPLEX ORMDL1 ORMDL2 ORMDL3 SPTLC1 SPTLC2 SPTLC3 SPTSSA SPTSSB GOCC_ENDOPLASMIC_RETICULUM_PLASMA_MEMBRANE_CONTACT_SITE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ENDOPLASMIC_RETICULUM_PLASMA_MEMBRANE_CONTACT_SITE BLTP1 BLTP2 C2CD2L ESYT2 ESYT3 GRAMD1A GRAMD1B GRAMD1C OSBPL5 SACM1L SARAF STIMATE GOCC_ENDOPLASMIC_RETICULUM_PROTEIN_CONTAINING_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ENDOPLASMIC_RETICULUM_PROTEIN_CONTAINING_COMPLEX ALG14 AMFR ARL6IP1 B2M CALR CAMLG DAD1 DDOST DERL1 DERL2 DERL3 DNAJB11 DNAJC10 DPM2 ELOVL6 EMC1 EMC10 EMC2 EMC3 EMC4 EMC6 EMC7 EMC8 EMC9 ERN1 ERN2 EXT2 FAF1 FAF2 FAM8A1 FKBP1A GANAB GET1 GET3 GPAA1 HLA-A HM13 HSD17B12 HSP90B1 HSPA5 HYOU1 INSIG1 INSIG2 KRTCAP2 MAGT1 MAP3K5 MARCHF6 MLEC MMGT1 MZB1 NBAS NPLOC4 ORMDL1 ORMDL2 ORMDL3 OS9 OST4 OSTC P4HA1 P4HB PDIA3 PDIA6 PIGA PIGC PIGH PIGK PIGM PIGP PIGQ PIGS PIGT PIGU PIGY PPIB PRKCSH RHBDD2 RINT1 RNF125 RNF139 RP9 RPN1 RPN2 RYR1 SDF2L1 SEC11A SEC11B SEC11C SEC61A1 SEC61A2 SEC61B SEC61G SEC63 SEL1L SELENOS SPCS1 SPCS2 SPCS3 SPTLC1 SPTLC2 SPTLC3 SPTSSA SPTSSB SREBF2 SRP9 SRPRA SRPRB SSR4 STT3A STT3B SYVN1 TAP1 TAP2 TAPBP TAPBPL TMEM258 TRAF2 TREX1 TUSC3 UBXN1 UBXN7 UFD1 UGT1A1 UGT3A1 UGT3A2 VCP ZW10 GOCC_ENDOPLASMIC_RETICULUM_QUALITY_CONTROL_COMPARTMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ENDOPLASMIC_RETICULUM_QUALITY_CONTROL_COMPARTMENT ASGR2 CALR CANX DERL1 EDEM1 EDEM2 EDEM3 ERLEC1 ERN2 FBXO6 HERPUD1 MAN1B1 RHBDD1 SEC61B SYVN1 GOCC_ENDOPLASMIC_RETICULUM_TUBULAR_NETWORK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ENDOPLASMIC_RETICULUM_TUBULAR_NETWORK ARL6IP1 ARV1 ASPH ATL1 ATL2 ATL3 C2CD2L EMD KPNB1 LNPK PARP16 PARP6 PARP8 RAB10 RAB18 RAB3GAP1 REEP1 REEP2 REEP3 REEP4 REEP5 RETREG3 RNF41 RTN4 STIM1 STIMATE ZFYVE27 GOCC_ENDOPLASMIC_RETICULUM_TUBULAR_NETWORK_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ENDOPLASMIC_RETICULUM_TUBULAR_NETWORK_MEMBRANE ATL1 ATL2 ATL3 LNPK RTN4 GOCC_ENDOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ENDOSOME ABCA1 ABCA2 ABCA3 ABCA5 ABCA7 ABCB11 ABCB6 ABCB9 ABCC5 ABCG1 ABCG4 ABHD17A ABHD17B ABHD17C ABHD6 ACAP1 ACAP2 ACE ACKR1 ACKR2 ACKR3 ACKR4 ACP3 ADAM30 ADCYAP1R1 ADRA2C ADRB1 ADRB2 AGAP2 AKAP5 AKT2 ALS2 AMN AMOTL2 ANGPTL3 ANK2 ANKFY1 ANKRD13A ANKRD13B ANKRD13D ANKRD27 ANKRD50 ANTXR1 ANTXR2 ANXA1 ANXA2 ANXA6 ANXA8 AOC3 AP1AR AP1B1 AP1G1 AP1G2 AP1M1 AP1S1 AP1S2 AP1S3 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 AP3B1 AP3B2 AP3D1 AP3M1 AP3M2 AP3S1 AP3S2 AP4B1 AP4E1 AP4M1 AP4S1 AP5B1 AP5M1 AP5S1 AP5Z1 APBB2 APH1A APH1B APOA1 APOA2 APOA4 APOA5 APOB APOC2 APOC3 APOE APP APPL1 APPL2 AQP2 AQP4 ARC ARF6 ARFGEF2 ARHGAP1 ARHGAP32 ARHGAP44 ARL8A ARL8B ARPC2 ARRDC3 ARRDC4 ARRDC5 ASAH1 ASB15 ASTN1 ASTN2 ATG16L1 ATG9A ATG9B ATP10B ATP11A ATP11B ATP11C ATP13A2 ATP13A3 ATP13A4 ATP13A5 ATP1A2 ATP6AP1 ATP6AP2 ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1D ATP6V1E1 ATP6V1F ATP6V1H ATP7A ATP7B ATP8A2 ATP9A ATP9B AVL9 AVPR1A AVPR1B AVPR2 B2M BACE1 BACE2 BAIAP3 BDKRB2 BECN1 BET1L BIN1 BIRC6 BLOC1S1 BLOC1S6 BLTP3A BLTP3B BOK BSG BST2 C1orf210 C8orf44-SGK3 C9orf72 CACNG7 CALCRL CALY CARMIL1 CARMIL2 CAV1 CBLIF CCDC115 CCDC120 CCDC154 CCDC22 CCDC93 CCR5 CCZ1 CCZ1B CD14 CD164 CD1A CD1B CD1C CD1D CD1E CD207 CD22 CD274 CD300LG CD4 CD63 CD68 CD74 CD79A CD8B CDH1 CDIP1 CDK2 CDKN1B CFTR CHID1 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CLCN3 CLCN4 CLCN5 CLCN6 CLEC16A CLEC18A CLEC18B CLEC18C CLINT1 CLIP1 CLIP3 CLN3 CLN6 CLSTN1 CLTA CLTC CLTCL1 CLVS1 CLVS2 CMTM6 CNTNAP2 COLEC10 COMMD1 CORO1A CORO1C CPNE6 CPTP CREG1 CRHBP CRHR1 CSH1 CST7 CTNS CTSB CTSD CTSE CTSH CTSK CTSL CTSS CUBN CXCR4 CYB561A3 CYBA CYTIP DAGLA DBNL DCSTAMP DDIT3 DENND10 DENND2B DENND6A DENND6B DERL1 DERL2 DGKH DGKQ DIAPH2 DIO3 DKK1 DNAJC13 DNER DOP1A DOP1B DTNBP1 DTX3L DYNC1I1 DYNC1LI2 DYSF ECE1 ECPAS EEA1 EGFR EHBP1 EHBP1L1 EHD1 EHD2 EHD3 EHD4 ELAPOR1 ENTHD1 ENTR1 ENTREP1 EPHA3 EPHA4 EPHA8 EPHB1 EPN1 EPN2 EPN3 EPS15 ERBB2 EXOC8 EXPH5 EZR F2R F2RL1 F8A1 F8A2 F8A3 FCGR1A FCGR1BP FCGRT FCHSD1 FCHSD2 FFAR4 FGD2 FGD5 FGFR4 FIG4 FKBP15 FLOT1 FLOT2 FLT1 FLT3 FOLR1 FURIN FYCO1 FYN FZD5 FZD7 GALNTL5 GAPVD1 GCGR GFRA1 GGA1 GGA2 GGA3 GH1 GH2 GIGYF2 GIMAP5 GNPNAT1 GOLIM4 GOLPH3 GOSR2 GP2 GPC1 GPER1 GPNMB GPR107 GPR135 GPR15 GPR161 GPR61 GPR62 GRAP2 GRB14 GRB2 GRIA1 GRIN2B GRIPAP1 GRN HAP1 HAS3 HAVCR2 HDAC6 HFE HGS HLA-A HLA-B HLA-C HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G HLA-H HMGB1 HPS3 HPS5 HPS6 HRG HSD17B6 HSPA8 HSPD1 HTR4 HTT HYAL3 IFITM2 IFITM3 IFNAR1 IGF2R IL12A IL12B IL15 IL15RA IL2RB IL2RG INPP4A INPP5B INPP5F INS INSR IRAK1 IRAK2 IRAK4 IRF7 IRGM ITCH ITGB1 ITM2B ITSN1 JAK1 JAK2 JAK3 KCNH1 KCNK1 KCNQ1 KDR KIAA0319 KIDINS220 KIF13A KIF16B KIFC1 KIR2DL4 KREMEN2 LAMP1 LAMP2 LAMP3 LAMP5 LAMTOR1 LAMTOR2 LAMTOR3 LAMTOR4 LAMTOR5 LAPTM4A LAPTM4B LDLR LDLRAD4 LDLRAP1 LEPROT LEPROTL1 LGMN LHCGR LIPG LITAF LITAFD LLGL1 LMTK2 LNPEP LPAR1 LRAT LRP1 LRP2 LRP6 LRPAP1 LRRK2 LTF LY96 LZTR1 M6PR MAGEL2 MAGI2 MAP1LC3A MAP2K1 MAP2K2 MAP3K7 MAPK1 MAPK3 MARCHF1 MARCHF2 MARCHF3 MARCHF8 MBL2 MCOLN1 MCOLN2 MCOLN3 MCTP1 MELTF MFSD12 MFSD8 MGRN1 MIB2 MICALL1 MICALL2 MITD1 MLC1 MMD MME MMGT1 MMP14 MON1A MON1B MON2 MR1 MRC1 MREG MTM1 MTMR2 MTMR4 MVB12A MVB12B MYCBPAP MYD88 MYO1B MYO1D MYO5A MYO5B MYO6 NAPEPLD NAPSA NBR1 NCDN NCF4 NCSTN NDFIP1 NDFIP2 NDRG1 NEDD4L NEU3 NEURL1B NEURL3 NF2 NGF NGFR NIPA1 NIPA2 NISCH NMNAT2 NOX1 NPC1 NRP1 NSG1 NSG2 NTRK1 NTRK2 NUMB OCA2 OCIAD1 OCIAD2 OCRL OPRM1 OPTN OR2A4 OR51E2 OSBPL11 OSBPL1A OSBPL6 OSBPL9 PACSIN1 PACSIN2 PACSIN3 PANK1 PARM1 PCSK9 PDCD6 PDCD6IP PDIA3 PDLIM4 PGA3 PGA4 PGA5 PHB1 PHETA1 PHETA2 PI4K2A PI4K2B PI4KB PICALM PICK1 PIK3C3 PIK3R4 PIKFYVE PIP4P1 PIP4P2 PIP5K1C PKN1 PLA2G3 PLA2G4B PLA2G4E PLA2G5 PLD1 PLD3 PLD4 PLEKHA3 PLEKHB2 PLEKHF1 PLEKHF2 PLEKHJ1 PLEKHM1 PLEKHM2 PLIN3 PLPP2 PMEL PMEPA1 PML PPP1R21 PRAF2 PRDX3 PRF1 PRKAR1A PRKAR1B PRKCD PRKCI PRKCZ PRL PRLR PRSS16 PSAP PSEN1 PSEN2 PSENEN PTP4A1 PTP4A2 PTP4A3 PTPN1 PTPN2 PTPN23 PTPRN PXK RAB10 RAB11A RAB11B RAB11FIP1 RAB11FIP2 RAB11FIP3 RAB11FIP4 RAB11FIP5 RAB12 RAB13 RAB14 RAB15 RAB17 RAB1A RAB21 RAB22A RAB23 RAB25 RAB26 RAB27A RAB27B RAB29 RAB31 RAB32 RAB33A RAB33B RAB35 RAB37 RAB38 RAB3A RAB3B RAB3C RAB3D RAB40A RAB40AL RAB40B RAB40C RAB4A RAB4B RAB5A RAB5B RAB5C RAB7A RAB7B RAB8A RAB8B RAB9A RAB9B RABEP1 RABEP2 RABEPK RABGAP1L RABGEF1 RAC1 RAN RAP1A RAP1GAP RAP2A RAP2B RAP2C RAPGEF1 RAPGEF2 RASGEF1B RASSF9 RBSN RCC2 RCSD1 RD3 RELCH REP15 RET RFFL RFTN1 RHOA RHOB RHOBTB1 RHOBTB2 RHOD RHOU RHOV RILP RIN3 RIPK1 RMC1 RNASEK RND2 RNF11 RNF112 RNF128 RNF13 RNF133 RNF144A RNF148 RNF149 RNF167 RNF32 RPS27A RPS6KC1 RUBCN RUFY1 RUFY2 RUSC1 S1PR1 SAMD9L SBF2 SCAMP1 SCAMP2 SCAMP3 SCAMP4 SCAMP5 SCARB2 SCOC SCYL2 SDF4 SERPINB1 SFTPA1 SFTPA2 SFTPB SFTPC SFTPD SGK3 SH3GL1 SH3GL2 SH3GL3 SIAH2 SIGLEC1 SLA SLA2 SLC11A1 SLC11A2 SLC15A3 SLC15A4 SLC17A8 SLC1A1 SLC26A7 SLC26A9 SLC29A3 SLC2A13 SLC2A4 SLC30A10 SLC30A2 SLC30A3 SLC30A4 SLC31A1 SLC31A2 SLC34A1 SLC35D3 SLC36A2 SLC38A9 SLC39A14 SLC39A4 SLC46A1 SLC46A2 SLC48A1 SLC5A1 SLC5A7 SLC66A2 SLC6A4 SLC6A5 SLC6A9 SLC9A3 SLC9A5 SLC9A6 SLC9A7 SLC9A8 SLC9A9 SLC9B2 SMIM22 SMO SMPD1 SNAP25 SNF8 SNX1 SNX10 SNX11 SNX12 SNX13 SNX14 SNX16 SNX17 SNX18 SNX19 SNX2 SNX20 SNX21 SNX25 SNX27 SNX3 SNX30 SNX31 SNX32 SNX4 SNX5 SNX6 SNX7 SNX8 SORCS2 SORL1 SORT1 SPAAR SPAST SPG21 SPHK1 SPNS2 SPPL2A SPPL2B SQSTM1 SRC ST8SIA2 STAM STAM2 STAMBP STAMBPL1 STARD3 STARD3NL STEAP1 STEAP1B STEAP2 STEAP3 STEAP4 STING1 STMN2 STOML1 STS STX12 STX4 STX6 STX7 STX8 SUN2 SYNDIG1 SYT11 SYT3 SYT5 SYTL4 TAB1 TAB2 TAB3 TASL TBC1D12 TBC1D14 TBC1D16 TBC1D17 TBC1D2B TBC1D3 TBC1D5 TCIRG1 TF TFRC TGFBR1 TGFBRAP1 TGOLN2 THSD1 TICAM1 TICAM2 TJAP1 TLR3 TLR4 TLR7 TLR8 TLR9 TM9SF2 TM9SF4 TMBIM1 TMEM106B TMEM108 TMEM127 TMEM150B TMEM163 TMEM165 TMEM175 TMEM184A TMEM192 TMEM230 TMEM25 TMEM30A TMEM45B TMEM59 TMEM9 TMEM9B TMUB1 TNF TNFAIP1 TNIK TNK2 TOLLIP TOM1 TOM1L1 TOM1L2 TPCN1 TPCN2 TPP1 TPT1 TRAF3 TRAF6 TRAK1 TRAK2 TRAPPC1 TRAPPC10 TRAPPC13 TRAPPC14 TRAPPC2 TRAPPC2B TRAPPC2L TRAPPC3 TRAPPC4 TRAPPC5 TRAPPC6B TRAPPC9 TRIM27 TRIM3 TSG101 TSPAN15 TTPA TUBA1A TUBG1 TUBGCP4 TYRP1 UBA1 UBA52 UBAP1 UBAP1L UBB UBC UBE2D3 UBXN6 UEVLD ULK1 UNC13D UNC93B1 USP10 USP6 USP8 UVRAG VAC14 VAMP3 VAMP4 VAMP5 VAMP7 VAMP8 VCAM1 VIPAS39 VOPP1 VPS11 VPS13A VPS13B VPS13C VPS16 VPS18 VPS25 VPS26A VPS26B VPS26C VPS28 VPS29 VPS33A VPS33B VPS35 VPS35L VPS36 VPS37A VPS37B VPS37C VPS37D VPS39 VPS41 VPS45 VPS4A VPS4B VPS50 VPS51 VPS52 VPS53 VPS8 VTA1 VTI1A VTI1B WASF2 WASH3P WASH6P WASHC1 WASHC2A WASHC2C WASHC3 WASHC4 WASHC5 WDFY1 WDFY2 WDFY4 WDR44 WDR48 WDR72 WDR81 WDR83 WDR91 WIPF3 WIPI1 WLS WNT3A YIPF1 YIPF2 YKT6 ZDHHC1 ZDHHC11 ZDHHC2 ZFYVE16 ZFYVE21 ZFYVE26 ZFYVE27 ZFYVE28 ZFYVE9 ZMPSTE24 ZNRF1 ZNRF2 ZP2 GOCC_ENDOSOME_LUMEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ENDOSOME_LUMEN AP4B1 AP4E1 AP4M1 AP4S1 APOB APP B2M CD63 CSH1 CTSB CTSD CTSH CTSK CTSL CTSS GH1 GH2 IL12A IL12B INS JAK2 LGMN LNPEP LRP2 LRPAP1 NAPSA NGF PDLIM4 PGA3 PGA4 PGA5 PRF1 PRL PRLR PTPN1 PTPN2 RAB32 RAB38 SFTPB SFTPC GOCC_ENDOSOME_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ENDOSOME_MEMBRANE ABCA2 ABCA3 ABCA5 ABCA7 ABCB11 ABCB6 ABCC5 ABCG4 ABHD17A ABHD17B ABHD17C ABHD6 ACAP1 ACAP2 ADAM30 ADRB2 AMN ANKFY1 ANTXR1 ANTXR2 ANXA1 ANXA2 ANXA6 ANXA8 AP1G2 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 AP3D1 AP5M1 AP5S1 APH1A APH1B APOB APPL1 APPL2 AQP4 ARC ARF6 ARHGAP1 ARHGAP32 ARL8A ARL8B ASB15 ATG16L1 ATG9A ATG9B ATP10B ATP11B ATP11C ATP13A2 ATP13A3 ATP13A4 ATP13A5 ATP6AP1 ATP6AP2 ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1D ATP6V1F ATP6V1H ATP7A ATP8A2 ATP9A B2M BACE1 BAIAP3 BECN1 BOK CAV1 CD14 CD164 CD1A CD1B CD1C CD1D CD207 CD274 CD300LG CD63 CD68 CD8B CDIP1 CFTR CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CLCN3 CLCN4 CLCN5 CLCN6 CLEC16A CLIP3 CLN3 CLTA CLTC CLVS1 CLVS2 CMTM6 COMMD1 CORO1C CPTP CTSD CYB561A3 DAGLA DCSTAMP DIO3 DKK1 DNAJC13 DOP1B DTNBP1 DTX3L ECE1 EEA1 EGFR EHD1 EHD2 EHD3 EHD4 ELAPOR1 ENTREP1 EPHA4 EPHA8 EPHB1 EPS15 ERBB2 FCGR1A FCGR1BP FCGRT FFAR4 FGD2 FIG4 FLT3 FURIN FZD5 FZD7 GALNTL5 GGA1 GGA2 GGA3 GIMAP5 GNPNAT1 GOLIM4 GOSR2 GPNMB GPR135 GPR61 GPR62 GRB14 GRIA1 GRIPAP1 HGS HLA-A HLA-B HLA-C HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G HLA-H HPS6 HSD17B6 IFITM2 IFITM3 IGF2R INPP4A INPP5B INPP5F INSR IRAK1 IRAK2 IRAK4 IRF7 IRGM ITCH ITGB1 ITM2B KCNH1 KIAA0319 KIF13A KIF16B KIR2DL4 KREMEN2 LAMP1 LAMP2 LAMP3 LAMP5 LAMTOR1 LAMTOR2 LAMTOR3 LAMTOR4 LAMTOR5 LAPTM4A LAPTM4B LDLR LDLRAD4 LEPROT LITAF LITAFD LLGL1 LRP6 LY96 LZTR1 MAP3K7 MARCHF1 MARCHF2 MARCHF3 MARCHF8 MCOLN1 MCOLN2 MCOLN3 MFSD8 MICALL1 MITD1 MMD MMGT1 MON2 MR1 MRC1 MREG MTMR2 MTMR4 MVB12A MVB12B MYD88 MYO1B NAPEPLD NCDN NCF4 NCSTN NDFIP1 NDFIP2 NDRG1 NEU3 NPC1 NSG1 NSG2 NTRK1 NTRK2 NUMB OCA2 OCRL OPTN OR51E2 OSBPL11 OSBPL6 OSBPL9 PACSIN2 PARM1 PCSK9 PDIA3 PDLIM4 PI4K2A PI4K2B PIKFYVE PIP4P1 PIP4P2 PIP5K1C PLA2G4B PLA2G4E PLD1 PLD3 PLEKHB2 PLEKHF1 PLEKHF2 PLEKHM1 PLEKHM2 PLIN3 PLPP2 PMEL PMEPA1 PML PRAF2 PSEN1 PSENEN PXK RAB10 RAB11A RAB11B RAB11FIP2 RAB11FIP3 RAB11FIP4 RAB11FIP5 RAB12 RAB13 RAB14 RAB15 RAB17 RAB21 RAB22A RAB23 RAB27A RAB27B RAB31 RAB35 RAB4A RAB5A RAB5B RAB5C RAB7A RAB7B RAB8A RAB8B RABEP1 RABEPK RABGEF1 RAC1 RAP1A RAP2A RAP2B RAP2C RBSN RCC2 REP15 RET RFFL RHOB RHOBTB1 RHOBTB2 RHOD RHOU RHOV RILP RIPK1 RMC1 RNASEK RNF13 RNF144A RNF167 RPS27A RUFY1 SBF2 SCAMP1 SCAMP2 SCAMP3 SCAMP4 SCAMP5 SCARB2 SCYL2 SH3GL1 SH3GL3 SLA2 SLC11A1 SLC11A2 SLC15A3 SLC15A4 SLC1A1 SLC26A7 SLC26A9 SLC29A3 SLC30A10 SLC30A2 SLC30A3 SLC30A4 SLC31A1 SLC31A2 SLC35D3 SLC36A2 SLC38A9 SLC39A14 SLC39A4 SLC46A1 SLC46A2 SLC48A1 SLC5A7 SLC6A4 SLC9A3 SLC9A5 SLC9A6 SLC9A7 SLC9A8 SLC9A9 SLC9B2 SNF8 SNX1 SNX10 SNX12 SNX13 SNX14 SNX16 SNX17 SNX18 SNX19 SNX2 SNX20 SNX21 SNX25 SNX27 SNX3 SNX30 SNX4 SNX5 SNX6 SNX7 SNX8 SORCS2 SORL1 SORT1 SPAAR SPG21 SPHK1 SPNS2 SPPL2A SPPL2B STAM STAM2 STARD3 STARD3NL STEAP1 STEAP2 STEAP3 STEAP4 STOML1 STX12 STX6 STX7 SUN2 SYNDIG1 SYT11 SYT5 TAB1 TAB2 TAB3 TASL TBC1D3 TBC1D5 TCIRG1 TF TFRC THSD1 TICAM1 TICAM2 TLR3 TLR4 TLR7 TLR8 TLR9 TM9SF2 TMBIM1 TMEM106B TMEM108 TMEM150B TMEM163 TMEM165 TMEM175 TMEM184A TMEM30A TMEM45B TMEM59 TMEM9 TMEM9B TOM1 TOM1L1 TPCN1 TPCN2 TRAF6 TSG101 TSPAN15 TYRP1 UBA1 UBA52 UBAP1 UBAP1L UBB UBC UBE2D3 UBXN6 UEVLD USP8 VAC14 VAMP3 VAMP7 VAMP8 VOPP1 VPS11 VPS13A VPS13B VPS13C VPS16 VPS18 VPS25 VPS26A VPS28 VPS29 VPS33A VPS33B VPS35 VPS36 VPS37A VPS37B VPS37C VPS37D VPS39 VPS41 VPS45 VPS4A VPS4B VPS52 VPS53 VTA1 VTI1A VTI1B WASH3P WASH6P WASHC1 WASHC2A WASHC2C WASHC3 WASHC4 WASHC5 WDR44 WDR81 WDR83 WDR91 WIPI1 WLS WNT3A YIPF1 YIPF2 ZDHHC1 ZDHHC11 ZDHHC2 ZFYVE16 ZFYVE27 ZFYVE28 ZFYVE9 ZMPSTE24 ZNRF2 GOCC_ENVELOPE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ENVELOPE AAAS ABCB10 ABCB6 ABCB7 ABCB8 ABCD1 ABCF1 ABCG2 ABHD6 ABL1 ACACB ACAD11 ACAD9 ACADL ACADM ACADVL ACKR2 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 ADAP2 ADCK1 ADRA1A ADRA1B AEN AFG1L AFG3L2 AGFG1 AGK AGPAT3 AGPAT4 AGPAT5 AHCTF1 AIFM1 AIFM2 AIFM3 AK2 AK9 AKAP1 AKAP6 AKIRIN1 ALAS1 ALAS2 ALDH18A1 ALG14 ALOX5 ALOX5AP ALPL AMBP AMBRA1 ANKRD17 ANTKMT ANXA11 ANXA4 APEH APOO APOOL APP AQP1 AQP8 ARL2 ARL2BP ARL6IP6 ARMC1 ARMC10 ARMC12 ARMCX1 ARMCX2 ARMCX3 ARMCX6 ASS1 ATAD1 ATAD3A ATAD3B ATCAY ATF2 ATF6 ATG9A ATP11B ATP1B4 ATP2A3 ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5F1EP2 ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5MGL ATP5MJ ATP5MK ATP5PB ATP5PD ATP5PF ATP5PO ATPSCKMT ATRAID ATXN3 AURKAIP1 BAD BAK1 BANF1 BAX BCHE BCL2 BCL2A1 BCL2L1 BCL2L10 BCL2L11 BCL2L13 BCL2L2 BCS1L BDH1 BECN1 BICD2 BID BIK BIN1 BLOC1S1 BLTP1 BLTP2 BMF BNIP1 BNIP2 BNIP3 BNIP3L BOK BPHL BRAP BRI3BP BRIP1 BROX C11orf65 C12orf43 C15orf48 C19orf12 C9orf72 CABS1 CACYBP CALR CALR3 CANX CARD19 CASC3 CASP8 CBX3 CBX5 CC2D1B CCAR1 CCDC51 CCDC90B CCND1 CCND2 CCNI CDC25C CDH5 CDK2 CDK4 CDS2 CEBPZOS CEMIP CENPF CENPV CEP128 CEP131 CEP89 CEPT1 CETN2 CETN3 CHCHD1 CHCHD10 CHCHD2 CHCHD3 CHCHD4 CHCHD5 CHCHD6 CHCHD7 CHDH CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CIAPIN1 CIBAR1 CIDEA CISD1 CISD2 CKMT1A CKMT1B CKMT2 CLCA2 CLCC1 CLIC1 CLMN CLPB CLPX CLU CMC4 CMTM3 CNEP1R1 CNP CNR1 COA1 COA3 COA4 COA6 COA7 COA8 COASY COQ10A COQ10B COQ2 COQ3 COQ4 COQ5 COQ6 COQ7 COQ8B COQ9 COX10 COX11 COX14 COX15 COX16 COX17 COX18 COX19 COX20 COX4I1 COX4I2 COX5A COX5B COX6A1 COX6A2 COX6B1 COX6B2 COX6C COX7A1 COX7A2 COX7A2L COX7A2P2 COX7B COX7B2 COX7C COX8A COX8C CPNE1 CPOX CPS1 CPT1A CPT1B CPT1C CPT2 CPTP CRAT CREB3L4 CRLS1 CSE1L CTDNEP1 CUEDC2 CYB5A CYB5B CYB5R3 CYBB CYC1 CYCS CYP11A1 CYP11B1 CYP11B2 CYP1A1 CYP24A1 CYP27A1 CYP27B1 CYP27C1 CYP2E1 CYP2U1 DAO DAP3 DCTN1 DCTN5 DDX19B DEGS1 DELE1 DHCR7 DHFR2 DHODH DHRS2 DHX37 DIABLO DISP3 DMAC1 DMAC2L DMPK DNAJB12 DNAJB14 DNAJB2 DNAJC1 DNAJC11 DNAJC15 DNAJC19 DNAJC2 DNAJC30 DNASE1 DNM1L DPY19L1 DPY19L2 DPY19L2P2 DPY19L3 DPY19L4 DST DTL DTX2 DUSP18 DUSP2 DUSP21 DUX4 EBP ECSIT EDNRB EFHD1 EGFR EI24 EIF5A ELAVL4 ELK1 EMD ENDOG ENO1 ENY2 EPC1 EPHA3 EPHA4 ERAL1 ERBIN ERN1 ETFDH EXD2 EXOG FAF1 FAM156A FAM156B FAM162A FAM169A FAM209A FAM209B FAM210B FANCL FATE1 FBXL4 FBXW11 FDXR FECH FGR FIS1 FKBP10 FKBP8 FLVCR1 FLVCR2 FOXO3 FOXRED1 FPGS FUNDC1 FUNDC2 FXR1 FZD9 FZR1 GABBR1 GABRB1 GADD45GIP1 GAPDH GATA6 GATM GCAT GCH1 GCHFR GDAP1 GFER GHDC GHITM GHRHR GK GK2 GLE1 GNAQ GNAZ GNPAT GOLPH3 GOLT1A GPAM GPAT2 GPD2 GPER1 GPX4 GRAMD4 GRK5 GRPEL1 GRPEL2 GSDMD GTF3C3 GTPBP4 GUCY2D GUCY2F GUF1 H2BW1 HABP4 HACD3 HADHA HADHB HAX1 HCCS HIGD1A HIGD2A HINT2 HK1 HK2 HKDC1 HMOX1 HOXA7 HPN HSD17B8 HSD3B1 HSD3B2 HSP90B2P HSPA9 HSPD1 HTATIP2 HTRA2 IFFO1 IFI27 IFI27L2 IFI6 IGF2R IKBKE IL15RA IMMP1L IMMP2L IMMT INPP4A INSR INTS1 INTS2 INTS5 IPO11 IPO5 IPO7 IPO8 IPO9 IRAG2 IRGM IST1 ITGB4 ITPR1 ITPR3 ITPRIP ITSN1 KASH5 KCNH1 KIF28P KLHDC2 KLK6 KMO KPNA1 KPNA2 KPNA3 KPNA4 KPNB1 KRAS L2HGDH LBR LDHB LDHD LEMD2 LEMD3 LETM1 LETM2 LETMD1 LGALS3 LMNA LMNB1 LMNB2 LMNTD1 LMO7 LPIN1 LRPPRC LRRC59 LRRK2 LTC4S LYN LYPLA1 LYRM7 MACO1 MAD1L1 MAD2L1 MAD2L1BP MAIP1 MAJIN MAOA MAOB MAP1LC3B MAPK3 MAPK8IP1 MARCHF5 MATR3 MAVS MCL1 MCM3AP MCU MCUB MCUR1 MFF MFN1 MFN2 MFSD10 MGARP MGST1 MGST2 MGST3 MICOS10 MICOS13 MICU1 MICU2 MICU3 MIEF1 MIEF2 MIGA1 MIGA2 MINDY3 MISFA MIX23 MLIP MLX MLXIP MNS1 MOAP1 MPC1 MPC1L MPC2 MPL MPV17 MPV17L2 MRGPRF MRPL1 MRPL10 MRPL11 MRPL12 MRPL13 MRPL14 MRPL15 MRPL16 MRPL17 MRPL18 MRPL19 MRPL2 MRPL20 MRPL21 MRPL22 MRPL23 MRPL24 MRPL27 MRPL28 MRPL3 MRPL30 MRPL32 MRPL33 MRPL34 MRPL35 MRPL36 MRPL37 MRPL38 MRPL39 MRPL4 MRPL40 MRPL41 MRPL42 MRPL43 MRPL44 MRPL45 MRPL46 MRPL47 MRPL48 MRPL49 MRPL50 MRPL51 MRPL52 MRPL53 MRPL54 MRPL55 MRPL57 MRPL58 MRPL9 MRPS10 MRPS11 MRPS12 MRPS14 MRPS15 MRPS16 MRPS17 MRPS18A MRPS18B MRPS18C MRPS2 MRPS21 MRPS22 MRPS23 MRPS24 MRPS25 MRPS26 MRPS27 MRPS28 MRPS30 MRPS31 MRPS33 MRPS34 MRPS35 MRPS36 MRPS5 MRPS6 MRPS7 MRPS9 MRS2 MSTO1 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MT3 MTA1 MTARC1 MTARC2 MTCH1 MTCH2 MTCO2P12 MTDH MTERF3 MTFP1 MTG1 MTG2 MTHFD2L MTLN MTMR6 MTMR8 MTOR MTX1 MTX2 MTX3 MUL1 MVP MX1 MX2 MYO19 MYO6 MYOC MYOF MYORG MYZAP NAPEPLD NAT8L NAV3 NBR1 NDC1 NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA3 NDUFA4 NDUFA4L2 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF6 NDUFB1 NDUFB10 NDUFB11 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFC2-KCTD14 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 NELL1 NEMP1 NEMP2 NEU4 NGRN NIPSNAP2 NLN NLRP10 NLRP6 NLRX1 NME4 NNT NOA1 NOC4L NOS1AP NPAP1 NPC1 NPIPA1 NPIPB3 NR4A1 NRM NRP1 NRXN1 NSMF NUCB2 NUDT1 NUDT9 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP210L NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP62CL NUP85 NUP88 NUP93 NUP98 NUTF2 NXF1 NXT1 NXT2 OGDH OGT OIT3 OMA1 OPA1 OSBPL3 OSBPL6 OSBPL8 OTC OTULINL OXA1L PAFAH1B1 PAK1 PAK5 PAM16 PANK2 PARK7 PARL PARP1 PARP11 PARP16 PARP6 PARP8 PCID2 PCM1 PCYT1A PDE2A PEMT PET100 PGAM5 PGR PGRMC1 PGRMC2 PGS1 PHB1 PHB2 PHF11 PHF20 PHF8 PI4KB PIGBOS1 PINK1 PISD PLA2G2A PLA2G4A PLA2G4B PLA2G4C PLAAT1 PLAAT3 PLCB1 PLD6 PLEC PLEKHN1 PLN PLPP6 PLPP7 PLRG1 PLSCR3 PMAIP1 PMPCA PMPCB PNPLA8 PNPT1 POLA1 POLR2M POM121 POM121B POM121C POM121L2 POMZP3 PPIF PPOX PPP1CC PPP1R15A PPP2R2B PRELID1 PRELID2 PRELID3A PRELID3B PRICKLE1 PRICKLE2 PRKCA PRKCZ PRKG2 PRKN PRNP PRODH PRODH2 PSEN1 PSEN2 PSPHP1 PTCD3 PTGDS PTGER3 PTGES PTGS2 PTPMT1 PTPN1 PTRH2 PUM2 QRICH2 QSOX2 QTRT1 QTRT2 RAB11FIP5 RAB32 RAB40B RAB5IF RAB7A RAC2 RAE1 RAF1 RAN RANBP1 RANBP17 RANBP2 RANBP3 RANBP3L RANGAP1 RAP1GAP2 RB1CC1 RBM15 RBM15B RBMX2 RCC1L RDH13 REEP1 RETSAT REXO2 RGPD1 RGPD2 RGPD3 RGPD4 RGPD5 RGPD6 RGPD8 RGS7 RHBDD1 RHOD RHOT1 RHOT2 RIF1 RMDN3 RNASET2 RNF123 RNF13 RNF144B RNF180 RNF185 RNF43 RNF5 RNF6 ROGDI ROMO1 RPS27A RPS3 RPS6KB1 RRM1 RRP12 RSAD2 RTCB RTEL1 RTN4 RTN4IP1 S100A6 SAMM50 SARM1 SCAI SCGB1A1 SCO1 SCO2 SCRN1 SDCBP SDHA SDHAF3 SDHB SDHC SDHD SEC13 SEH1L SENP1 SENP2 SEPHS1 SEPTIN4 SFXN1 SFXN2 SFXN3 SFXN4 SFXN5 SH3BGRL2 SH3GLB1 SHISA5 SHMT2 SIGMAR1 SIRT1 SIRT4 SIRT5 SLC11A2 SLC16A3 SLC22A14 SLC22A18 SLC22A3 SLC22A4 SLC25A1 SLC25A10 SLC25A11 SLC25A12 SLC25A13 SLC25A14 SLC25A15 SLC25A16 SLC25A18 SLC25A19 SLC25A2 SLC25A20 SLC25A21 SLC25A22 SLC25A23 SLC25A24 SLC25A25 SLC25A26 SLC25A27 SLC25A28 SLC25A29 SLC25A3 SLC25A30 SLC25A31 SLC25A32 SLC25A33 SLC25A34 SLC25A35 SLC25A36 SLC25A37 SLC25A38 SLC25A39 SLC25A4 SLC25A40 SLC25A41 SLC25A42 SLC25A43 SLC25A44 SLC25A45 SLC25A46 SLC25A47 SLC25A48 SLC25A5 SLC25A51 SLC25A52 SLC25A53 SLC25A6 SLC27A1 SLC27A3 SLC29A3 SLC30A1 SLC30A2 SLC30A9 SLC39A9 SLC41A3 SLC44A1 SLC44A2 SLC52A3 SLC8A3 SLC8B1 SLC9B2 SMAD1 SMAD3 SMCP SMDT1 SMIM20 SMOX SMPD4 SNN SNUPN SOD1 SORD SORL1 SORT1 SOX10 SPAG4 SPART SPAST SPATA18 SPATA19 SPATA46 SPDYA SPG7 SPHK2 SPIN1 SPIRE1 SPNS1 SQOR SRC SREBF1 STAR STARD13 STARD7 STAU2 STING1 STMP1 STOML2 STX1A SULT1E1 SUMO1 SUN1 SUN2 SUN3 SUN5 SUOX SURF1 SURF4 SYNE1 SYNE2 SYNE3 SYNE4 SYNJ2BP TAF3 TAFAZZIN TAMM41 TBC1D20 TDH TENT4A TERB1 TERB2 TEX2 THAP7 THEM4 THG1L THOP1 TIGAR TIMM10 TIMM10B TIMM13 TIMM17A TIMM17B TIMM21 TIMM22 TIMM23 TIMM23B TIMM29 TIMM44 TIMM50 TIMM8A TIMM8B TIMM9 TIMMDC1 TM7SF2 TMBIM6 TMC6 TMC8 TMEM109 TMEM11 TMEM120A TMEM120B TMEM126A TMEM126B TMEM135 TMEM147 TMEM14A TMEM14B TMEM14C TMEM14DP TMEM14EP TMEM160 TMEM168 TMEM170A TMEM176B TMEM177 TMEM18 TMEM186 TMEM201 TMEM223 TMEM242 TMEM33 TMEM38A TMEM38B TMEM43 TMEM53 TMEM65 TMEM70 TMEM97 TMPO TMX2 TMX4 TNKS TNKS2 TNMD TNPO3 TNRC18 TOMM20 TOMM20L TOMM22 TOMM34 TOMM40 TOMM40L TOMM5 TOMM6 TOMM7 TOMM70 TOR1A TOR1AIP1 TOR1AIP2 TOR1B TOR2A TOR3A TOR4A TPR TRA2B TRAF3IP3 TRAK1 TRAP1 TRAPPC2B TREX1 TRIAP1 TRIM14 TRIM27 TRMT10B TRPC7 TSPO TTC19 TUBB TUFM TXLNG TYMS TYRO3 UBA52 UBB UBC UBE2I UBIAD1 UBXN4 UCP1 UCP2 UCP3 UFL1 UGT2B28 ULK1 UNC50 UQCC1 UQCC2 UQCC3 UQCC4 UQCC5 UQCC6 UQCR10 UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRFS1P1 UQCRH UQCRHL UQCRQ USP30 UTP18 VAMP1 VAPA VAT1 VDAC1 VDAC2 VDAC3 VPS13A VPS13C VPS4A VPS4B VRK2 WASF1 WDFY3 WDR3 WDR93 WTAP XPO1 XPO4 XPO7 XPOT YEATS4 YME1L1 ZBED1 ZBTB1 ZC3HC1 ZDHHC8 ZFTRAF1 ZMPSTE24 ZNF224 ZNF383 ZNFX1 GOCC_ENZYME_ACTIVATOR_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ENZYME_ACTIVATOR_COMPLEX CCNH CDK7 FLCN FNIP2 GNB5 LAMTOR1 LAMTOR2 LAMTOR3 LAMTOR4 LAMTOR5 MNAT1 PCNA PSMC3IP RRAGA RRAGC SLC38A9 GOCC_EPSILON_DNA_POLYMERASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_EPSILON_DNA_POLYMERASE_COMPLEX CHRAC1 POLE POLE2 POLE3 POLE4 GOCC_EQUATORIAL_MICROTUBULE_ORGANIZING_CENTER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_EQUATORIAL_MICROTUBULE_ORGANIZING_CENTER TUBGCP2 TUBGCP3 TUBGCP4 TUBGCP5 TUBGCP6 GOCC_ER_MEMBRANE_INSERTION_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ER_MEMBRANE_INSERTION_COMPLEX BAG6 CCDC47 GET4 NCLN NOMO1 NOMO2 NOMO3 RAB5IF SGTA SGTB TMCO1 TMEM147 UBL4A WDR83OS GOCC_ER_TO_GOLGI_TRANSPORT_VESICLE_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ER_TO_GOLGI_TRANSPORT_VESICLE_MEMBRANE AREG B2M CD59 CD74 CIDEB CNIH1 CNIH2 CNIH3 CRYZL2P-SEC16B FOLR1 GOSR2 GRIA1 HLA-A HLA-B HLA-C HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G HLA-H KLHL12 LMAN1 MCFD2 PDCD6 PEF1 SAR1A SAR1B SCAP SEC13 SEC16A SEC16B SEC22B SEC23A SEC23B SEC23IP SEC24A SEC24B SEC24C SEC24D SEC31A SEC31B SLC30A5 SREBF1 SREBF2 STX17 STX5 TGFA TMED10 TMED2 TMED7 USO1 VMA21 VTI1A VTI1B GOCC_ER_UBIQUITIN_LIGASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ER_UBIQUITIN_LIGASE_COMPLEX DERL1 DERL2 DERL3 FAM8A1 MARCHF6 OS9 RHBDD2 SEL1L SYVN1 GOCC_ESCRT_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ESCRT_COMPLEX CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP6 CHMP7 HGS MVB12A MVB12B SNF8 STAM STAM2 TSG101 UBAP1 UBAP1L UEVLD VPS25 VPS28 VPS36 VPS37A VPS37B VPS37C VPS37D GOCC_ESCRT_I_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ESCRT_I_COMPLEX MVB12A MVB12B TSG101 UBAP1 UBAP1L UEVLD VPS28 VPS37A VPS37B VPS37C VPS37D GOCC_ESC_E_Z_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ESC_E_Z_COMPLEX AEBP2 EED EPOP EZH1 EZH2 HDAC2 JARID2 RBBP4 RBBP7 SUZ12 GOCC_EUCHROMATIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_EUCHROMATIN AFF4 ALKBH1 ANKRD2 ASH2L BCAS3 CBX2 CBX3 CECR2 CREB1 CTNNB1 CTR9 DNMT3A DNTT ELL ESR1 EXOSC10 EXOSC3 EXOSC4 EXOSC5 H1-0 H1-1 H1-2 H1-3 H2AB1 H2AB2 H2AB3 H2AZ1 H3-5 HIF1A HSF1 ICE1 ICE2 ID2 JAK2 JUN KLF4 KMT2E MYOD1 NR1H4 NSMF PADI2 PELP1 POU4F2 PSIP1 RBMX RNF2 RRP1B RUVBL2 SETD5 SIRT1 SKIC3 SKIC8 SP1 TBP TCF23 TCF3 TRIM24 TRIM28 UHRF1 ZC3H8 GOCC_EUKARYOTIC_48S_PREINITIATION_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_EUKARYOTIC_48S_PREINITIATION_COMPLEX EIF1 EIF1AX EIF2S1 EIF3A EIF3B EIF3C EIF3CL EIF3D EIF3E EIF3F EIF3G EIF3H EIF3I EIF3J EIF3K EIF3L EIF3M GOCC_EUKARYOTIC_TRANSLATION_INITIATION_FACTOR_2B_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_EUKARYOTIC_TRANSLATION_INITIATION_FACTOR_2B_COMPLEX EIF2B1 EIF2B2 EIF2B3 EIF2B4 EIF2B5 GOCC_EUKARYOTIC_TRANSLATION_INITIATION_FACTOR_2_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_EUKARYOTIC_TRANSLATION_INITIATION_FACTOR_2_COMPLEX EIF2A EIF2S1 EIF2S2 EIF2S3 EIF2S3B GOCC_EUKARYOTIC_TRANSLATION_INITIATION_FACTOR_3_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_EUKARYOTIC_TRANSLATION_INITIATION_FACTOR_3_COMPLEX COPS5 EIF3A EIF3B EIF3C EIF3CL EIF3D EIF3E EIF3F EIF3G EIF3H EIF3I EIF3J EIF3K EIF3L EIF3M GOCC_EUKARYOTIC_TRANSLATION_INITIATION_FACTOR_3_COMPLEX_EIF3M https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_EUKARYOTIC_TRANSLATION_INITIATION_FACTOR_3_COMPLEX_EIF3M EIF3A EIF3B EIF3D EIF3F EIF3H EIF3I EIF3M GOCC_EUKARYOTIC_TRANSLATION_INITIATION_FACTOR_4F_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_EUKARYOTIC_TRANSLATION_INITIATION_FACTOR_4F_COMPLEX EIF4A1 EIF4A2 EIF4B EIF4E EIF4E1B EIF4E2 EIF4E3 EIF4EBP3 EIF4G1 EIF4G2 EIF4G3 EIF4H GOCC_EXCITATORY_SYNAPSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_EXCITATORY_SYNAPSE ADCY8 ADGRB3 AKAP5 ATP2B2 ATP2B3 BAIAP2 BSN C1QL1 C1QL2 CACNG3 CALB2 CBLN1 CHD4 CNTN6 CYFIP1 DLG4 ELFN1 FGFR2 GPM6A GRIA1 GRIA2 GRIA3 GRID2 GRID2IP GRIN1 HOMER1 IGSF11 ITGA3 ITGB1 KCNJ3 KCNJ9 LRRC4 LRRTM2 NETO1 NLGN1 NLGN2 NLGN3 NLGN4X NLGN4Y P2RX6 PALLD PDE4B PLXNA4 PLXNC1 PPP3R1 SCN8A SHANK1 SHISA6 SHISA7 SLC16A7 SLC17A6 SLC17A7 SLC17A8 SLC6A9 SORT1 SPTBN2 SRPX2 STXBP1 SYNDIG1 SYP SYT1 SYT11 UNC13C YWHAH GOCC_EXOCYST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_EXOCYST EXOC1 EXOC2 EXOC3 EXOC3L1 EXOC3L2 EXOC3L4 EXOC4 EXOC5 EXOC6 EXOC6B EXOC7 EXOC8 MYRIP TNFAIP2 GOCC_EXOCYTIC_VESICLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_EXOCYTIC_VESICLE ABCC8 AMPH APBA1 APH1A APP ATP2B1 ATP6AP1 ATP6AP2 ATP6V0A1 ATP6V0A4 ATP6V0C ATP6V0D1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1D ATP6V1E1 ATP6V1F ATP6V1G2 ATP6V1H ATP8A1 BACE1 BCL2L1 BDNF BIN1 BORCS5 BRSK1 BSN BTBD8 CBARP CDK16 CLCN3 CLCN4 CLCN5 CLN3 CLTA CLTB COPS4 COPS5 CPLX3 CTTNBP2 DGKI DISC1 DLG4 DMXL2 DNAJC5 DNM1L DOC2A DPYSL3 DRD2 DTNBP1 DYSF FER1L4 FER1L5 GABBR1 GABRA2 GAD2 GIPC1 GRIA1 GRIN1 GRIN2A HAP1 HCRT ICA1 IGF1 IQSEC1 KCNK9 KIF1B KIRREL3 LAMP1 LAMP5 LGI3 LRRK2 MAL2 MCTP1 MCTP2 MFF MME MT3 MTMR2 MYOF NCSTN NDEL1 NGF NKD2 NTF3 NTF4 OPRD1 OPRK1 OTOF PDE4B PENK PHAF1 PICALM PICK1 PPFIA2 PPT1 PRRT1 PRRT2 PSEN1 PSEN2 PTPRN PTPRN2 PTPRS RAB10 RAB11B RAB12 RAB13 RAB26 RAB27A RAB27B RAB3A RAB3B RAB3C RAB3D RAB3IL1 RAB3IP RAB40A RAB40AL RAB40B RAB40C RAB5A RAB5B RAB6A RAB7A RAB8A RAB8B RABAC1 RNF112 ROGDI RPH3A SCAMP1 SCAMP5 SEMA4C SEPTIN1 SEPTIN2 SEPTIN4 SEPTIN5 SEPTIN6 SEPTIN8 SLC17A5 SLC17A6 SLC17A7 SLC17A8 SLC18A1 SLC18A2 SLC18A3 SLC18B1 SLC2A13 SLC30A10 SLC30A3 SLC32A1 SLC35D3 SLC35F1 SLC35G2 SLC40A1 SLC4A8 SLC5A7 SLC6A17 SLC6A9 SLC9B2 SNAP25 SNAP91 SNAPIN SNCA SNCAIP STON1 STON2 STX11 STX12 STX16 STX19 STX1A STX2 STX3 STX6 STX7 STXBP5 SV2A SV2B SV2C SVOP SYN1 SYN2 SYN3 SYNDIG1 SYNGR1 SYNGR2 SYNGR3 SYNGR4 SYNPR SYP SYPL1 SYPL2 SYT1 SYT10 SYT11 SYT12 SYT13 SYT15 SYT17 SYT2 SYT3 SYT4 SYT5 SYT6 SYT7 SYT8 SYT9 SYTL1 SYTL2 SYTL3 SYTL4 SYTL5 TH TMED9 TMEM163 TMEM230 TOR1A TPRG1L TRAPPC4 TRIM9 UNC13A UNC13B UNC13C UNC13D VAMP1 VAMP2 VPS45 VTI1A VTI1B WFS1 ZNRF1 GOCC_EXON_EXON_JUNCTION_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_EXON_EXON_JUNCTION_COMPLEX CASC3 CCDC9 EIF4A3 MAGOH MAGOHB PYM1 RBM8A UPF1 UPF2 UPF3A UPF3B GOCC_EXORIBONUCLEASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_EXORIBONUCLEASE_COMPLEX C1D DIS3 DIS3L EXOSC1 EXOSC10 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 GTPBP1 LAS1L MPHOSPH6 PNPT1 SUPV3L1 ZFC3H1 GOCC_EXTERNAL_ENCAPSULATING_STRUCTURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_EXTERNAL_ENCAPSULATING_STRUCTURE A1BG A2M ABI3BP ACAN ACHE ACTA2 ADAM11 ADAM19 ADAMDEC1 ADAMTS1 ADAMTS10 ADAMTS12 ADAMTS13 ADAMTS14 ADAMTS15 ADAMTS16 ADAMTS17 ADAMTS18 ADAMTS19 ADAMTS2 ADAMTS20 ADAMTS3 ADAMTS4 ADAMTS5 ADAMTS6 ADAMTS7 ADAMTS8 ADAMTS9 ADAMTSL2 ADAMTSL3 ADAMTSL4 ADAMTSL5 ADIPOQ AEBP1 AGRN AGT AHSG ALPL AMBP AMELX AMELY AMTN ANG ANGPT1 ANGPT2 ANGPT4 ANGPTL1 ANGPTL2 ANGPTL3 ANGPTL4 ANGPTL5 ANGPTL6 ANGPTL7 ANOS1 ANXA1 ANXA11 ANXA2 ANXA2P2 ANXA4 ANXA5 ANXA6 ANXA7 ANXA8 ANXA9 APCS APLP1 APOA1 APOA4 APOC3 APOE APOH ASPN AZGP1 BCAM BCAN BGN BMP7 BMPER C17orf58 C1QA C1QB C1QC C6orf15 CALR CASK CBLN1 CBLN4 CCBE1 CCDC80 CCN1 CCN2 CCN3 CCN4 CCN5 CCN6 CD151 CD180 CD248 CDH13 CDH2 CDON CFP CHAD CHADL CHI3L1 CILP CLC CLEC14A CLEC3B CLU CMA1 COCH COL10A1 COL11A1 COL11A2 COL12A1 COL13A1 COL14A1 COL15A1 COL16A1 COL17A1 COL18A1 COL19A1 COL1A1 COL1A2 COL20A1 COL21A1 COL22A1 COL23A1 COL24A1 COL25A1 COL26A1 COL27A1 COL28A1 COL2A1 COL3A1 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 COL5A1 COL5A2 COL5A3 COL6A1 COL6A2 COL6A3 COL6A5 COL6A6 COL7A1 COL8A1 COL8A2 COL9A1 COL9A2 COL9A3 COLEC12 COLQ COMP CPA3 CPN2 CRELD1 CRISP3 CRISPLD2 CSPG4 CSTB CTHRC1 CTSB CTSC CTSD CTSF CTSG CTSH CTSL CTSS CTSZ CXCL12 DAG1 DCN DEFA1 DEFA1B DGCR6 DLG1 DMBT1 DMP1 DPT DSPP DST ECM1 ECM2 EDIL3 EFEMP1 EFEMP2 EFNA5 EGFL6 EGFL7 EGFLAM ELANE ELFN1 ELFN2 ELN EMID1 EMILIN1 EMILIN2 EMILIN3 ENAM ENTPD2 EPYC ERBIN EYS F12 F13A1 F2 F3 F7 F9 FBLN1 FBLN2 FBLN5 FBLN7 FBN1 FBN2 FBN3 FCGBP FCN1 FCN2 FCN3 FGA FGB FGF1 FGF10 FGFBP3 FGFR2 FGG FGL1 FGL2 FIBCD1 FLG FLRT1 FLRT2 FLRT3 FMOD FN1 FRAS1 FREM1 FREM2 FREM3 GDF10 GDF15 GFOD2 GH1 GLG1 GP1BA GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 GPLD1 GREM1 HAPLN1 HAPLN2 HAPLN3 HAPLN4 HDGF HMCN1 HMCN2 HNRNPM HPSE HPSE2 HPX HRG HRNR HSD17B12 HSP90AA1 HSP90B1 HSPG2 HTRA1 ICAM1 IFNA2 IGFALS IGFBP7 IGFBPL1 IHH IL7 IMPG1 IMPG2 INHBE ITGB4 ITIH1 ITIH2 ITIH4 ITIH5 KAZALD1 KERA KNG1 KRT1 L1CAM LAD1 LAMA1 LAMA2 LAMA3 LAMA4 LAMA5 LAMB1 LAMB2 LAMB3 LAMB4 LAMC1 LAMC2 LAMC3 LEFTY2 LGALS1 LGALS3 LGALS3BP LGALS4 LGALS9 LINGO1 LINGO2 LINGO3 LINGO4 LMAN1 LMAN1L LOX LOXL1 LOXL2 LOXL3 LOXL4 LRIG1 LRIG2 LRIG3 LRRC15 LRRC17 LRRC24 LRRC32 LRRC3B LRRC3C LRRN1 LRRN2 LRRN3 LRRTM1 LRRTM3 LRRTM4 LTBP1 LTBP2 LTBP3 LTBP4 LUM MARCO MARCOL MATN1 MATN2 MATN3 MATN4 MDK MEGF9 MEPE MFAP1 MFAP2 MFAP4 MFAP5 MFGE8 MGP MMP1 MMP10 MMP11 MMP12 MMP13 MMP14 MMP15 MMP16 MMP17 MMP19 MMP2 MMP20 MMP21 MMP23B MMP24 MMP25 MMP26 MMP27 MMP28 MMP3 MMP7 MMP8 MMP9 MMRN1 MMRN2 MST1 MUC17 MUC2 MUC4 MUC5AC MUC5B MUC6 MXRA5 MXRA7 MYOC NAV2 NCAM1 NCAN NDNF NDP NID1 NID2 NPNT NPPA NTN1 NTN4 NYX OC90 OGN OLFML2A OLFML2B OMD OPTC ORM1 ORM2 OTOG OTOGL OTOL1 OVGP1 P3H1 P3H2 PCOLCE PCSK6 PDGFB PF4 PHOSPHO1 PI3 PKHD1L1 PKM PLAT PLG PLOD3 PLSCR1 PODN POSTN PRELP PRG2 PRG3 PRG4 PRSS1 PRSS2 PRTN3 PSAP PTPRZ1 PTX3 PXDN PZP RARRES2 RBP3 RELL2 RELN RTBDN RTN4RL1 RTN4RL2 S100A10 S100A4 S100A6 S100A7 S100A8 S100A9 SBSPON SDC2 SDC3 SEMA3B SEMA7A SERAC1 SERPINA1 SERPINA3 SERPINA5 SERPINB1 SERPINB12 SERPINB6 SERPINB8 SERPINB9 SERPINC1 SERPINE1 SERPINE2 SERPINF1 SERPINF2 SERPING1 SERPINH1 SFRP1 SFRP2 SHH SLPI SMOC1 SMOC2 SNED1 SNORC SOD3 SOST SPARC SPARCL1 SPN SPOCK2 SPON1 SPON2 SPP2 SRPX SRPX2 SSC5D SSPOP SULF1 TECTA TFIP11 TFPI2 TGFB1 TGFB1I1 TGFB2 TGFB3 TGFBI TGM2 TGM4 THBS1 THBS2 THBS3 THBS4 THSD4 TIMP1 TIMP2 TIMP3 TIMP4 TINAG TINAGL1 TLR3 TNC TNFRSF11B TNN TNR TNXB TPSAB1 TPSB2 TRIL UCMA USH2A VASN VCAN VEGFA VIT VTN VWA1 VWA2 VWC2 VWF WNT11 WNT2 WNT2B WNT3 WNT4 WNT5A WNT5B WNT6 WNT7A WNT8A ZAN ZG16 ZP1 ZP2 ZP3 ZP4 GOCC_EXTERNAL_SIDE_OF_APICAL_PLASMA_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_EXTERNAL_SIDE_OF_APICAL_PLASMA_MEMBRANE ABCB1 ABCC4 ABCG2 LCT SLC38A1 SLC7A5 GOCC_EXTERNAL_SIDE_OF_PLASMA_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_EXTERNAL_SIDE_OF_PLASMA_MEMBRANE ABCA1 ABCB1 ABCC4 ABCG1 ABCG2 ACE ACKR2 ACKR3 ACKR4 ADA ADAM20 ADAM21 ADAM29 ADAM30 ADAM9 ADGRA3 ADGRE1 ALCAM AMOT ANPEP ANTXR1 ANXA5 AQP4 ASGR1 ASGR2 ASTN1 ATP1B2 ATP6AP2 AZGP1 B2M B4GALT1 BCAM BMPR1A BTN1A1 BTN2A1 BTN2A2 BTN2A3P BTN3A1 BTN3A2 BTN3A3 BTNL10P BTNL2 BTNL3 BTNL8 BTNL9 CA4 CALR CAPN2 CCR1 CCR10 CCR2 CCR3 CCR4 CCR5 CCR6 CCR7 CCR8 CCR9 CCRL2 CD14 CD163 CD163L1 CD19 CD1A CD1B CD1C CD1D CD1E CD2 CD200R1 CD200R1L CD207 CD209 CD22 CD226 CD244 CD248 CD27 CD274 CD276 CD28 CD302 CD33 CD34 CD36 CD3D CD3E CD3G CD4 CD40 CD40LG CD5 CD59 CD69 CD74 CD79A CD79B CD80 CD83 CD84 CD86 CD8A CD9 CDH13 CDH5 CEACAM21 CHRNA4 CHRNA7 CHRNB2 CLCN3 CLEC10A CLEC12B CLEC14A CLEC17A CLEC2B CLEC2D CLEC4A CLEC4C CLEC4D CLEC4E CLEC4F CLEC4G CLEC4M CLEC6A CLPTM1 CNTFR COLEC10 COLEC11 CRLF1 CRLF2 CSF2RA CSF2RB CSF3R CTLA4 CTSB CTSK CUBN CX3CR1 CXCL10 CXCL12 CXCL9 CXCR1 CXCR2 CXCR3 CXCR4 CXCR5 CXCR6 DAG1 DNAI2 EBI3 ECE1 EFNA5 ENG ENOX1 ENOX2 ENPEP ENPP3 EPHA5 EPOR ERMAP F10 F2 F3 FAS FASLG FCER1G FCER2 FCGR1A FCGR2B FCGR3A FCGRT FCN1 FCN2 FCN3 FCRL6 FGA FGB FGF8 FGG FLOT1 FOLR1 FOLR2 FOLR3 GFRA1 GFRA2 GFRA3 GFRA4 GFRAL GHR GLRA1 GP1BA GP2 GPC4 GPIHBP1 GRIA2 GSR HEG1 HFE HHLA2 HLA-A HLA-B HLA-C HLA-DRB1 HLA-E HLA-F HLA-G HLA-H HYAL2 ICAM1 ICOSLG IDE IGSF21 IL11RA IL12B IL12RB1 IL12RB2 IL13 IL13RA1 IL13RA2 IL17A IL1R1 IL1RL1 IL21R IL23R IL27RA IL2RA IL2RB IL2RG IL31RA IL3RA IL4R IL5RA IL6R IL6ST IL7R IL9R INSR ITGA1 ITGA10 ITGA11 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA6 ITGA7 ITGA8 ITGA9 ITGAD ITGAE ITGAL ITGAM ITGAV ITGAX ITGB1 ITGB2 ITGB3 ITGB6 IZUMO1R KCNJ3 KDR KIT KLRC1 KLRC2 KLRC3 KLRC4 KLRC4-KLRK1 KLRD1 KLRK1 LAG3 LAMP1 LCT LDLR LEPR LIFR LILRB1 LRP2 LY6G5B LY6G5C LY6G6C LY6G6D LY75 LY9 MAP3K5 MBL2 MCAM MFAP3 MFGE8 MICA MICB MOG MPL MR1 MS4A1 MS4A2 MUC16 MUC17 NCAM1 NEU3 NRCAM NT5E OSMR P2RX1 P2RX7 P4HB PCSK9 PDCD1 PDCD1LG2 PDGFRA PKHD1 PLAU PLAUR PLET1 PLG PRLR PRND PRNP PTPRC RAET1E RAET1G RAET1L RS1 RTBDN RTN4R S1PR1 SCNN1A SCNN1B SCNN1G SCUBE1 SDC1 SELE SELL SELP SEMA7A SERPINA5 SLAMF1 SLAMF6 SLAMF7 SLAMF9 SLC22A11 SLC2A4 SLC38A1 SLC4A3 SLC7A5 SPA17 SPN ST14 STAB2 TAS2R16 TCN2 TFR2 TFRC TGFBR2 TGFBR3 THBD THBS1 THY1 TLR4 TLR8 TMC1 TMEM123 TNF TNFRSF11A TNFRSF13C TNFRSF14 TNFRSF18 TNFRSF4 TNFRSF9 TRGC1 TRGC2 TRGV1 TRGV2 TRGV3 TRGV4 TRGV5 TRGV8 TRGV9 TRPM8 TRPV1 ULBP1 ULBP2 ULBP3 UMODL1 VCAM1 VTCN1 XCR1 GOCC_EXTRINSIC_COMPONENT_OF_CYTOPLASMIC_SIDE_OF_PLASMA_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_EXTRINSIC_COMPONENT_OF_CYTOPLASMIC_SIDE_OF_PLASMA_MEMBRANE BLK CARMIL2 CNR2 DLG4 DTNA ESYT1 ESYT2 ESYT3 FERMT2 FGR FRK FYN GNA11 GNA12 GNA13 GNA14 GNA15 GNAI1 GNAI2 GNAI3 GNAL GNAO1 GNAQ GNAS GNAT1 GNAT2 GNAT3 GNAZ GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG14 GNG2 GNG3 GNG4 GNG5 GNG5B GNG7 GNG8 GNGT1 GNGT2 GRAMD2A HCK JAK1 JAK2 JAK3 KCNAB1 KCNAB2 LCK LYN MYD88 PLEKHA4 PTK6 SRC SRMS STAC STAC2 STAC3 SYK TGM3 TIRAP TRAF3IP2 TRAF6 YES1 ZAP70 GOCC_EXTRINSIC_COMPONENT_OF_ENDOSOME_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_EXTRINSIC_COMPONENT_OF_ENDOSOME_MEMBRANE GRIPAP1 PXK SNX10 SNX16 WDR91 GOCC_EXTRINSIC_COMPONENT_OF_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_EXTRINSIC_COMPONENT_OF_MEMBRANE AKAP9 AP2M1 APC APC2 ARHGEF25 ARHGEF40 ATG14 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1D ATP6V1H BECN1 BECN2 BIN1 BLK CARMIL2 CDH1 CDH10 CDH11 CDH12 CDH13 CDH15 CDH17 CDH18 CDH19 CDH2 CDH20 CDH22 CDH23 CDH24 CDH26 CDH3 CDH4 CDH5 CDH6 CDH7 CDH8 CDH9 CDHR3 CISH CNKSR2 CNR2 CNTFR COQ3 COQ4 COQ5 COQ6 COQ7 CRKL CTNNA1 CTNNA2 CTNNB1 CTNND1 CUBN DCHS1 DLG4 DNAJC6 DOC2A DTNA EMC2 ESYT1 ESYT2 ESYT3 FARP1 FBXO2 FERMT2 FGR FOLR3 FRK FYN GFRA1 GFRA2 GFRA3 GML GNA11 GNA12 GNA13 GNA14 GNA15 GNAI1 GNAI2 GNAI3 GNAL GNAO1 GNAQ GNAS GNAT1 GNAT2 GNAT3 GNAZ GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG14 GNG2 GNG3 GNG4 GNG5 GNG5B GNG7 GNG8 GNGT1 GNGT2 GRAMD2A GRIPAP1 HCK IRAK4 JAK1 JAK2 JAK3 JUP KALRN KCNAB1 KCNAB2 KIAA1755 LCK LYN MCF2 MCF2L MYD88 NOA1 NOD2 P3R3URF PCSK9 PICALM PIK3C2A PIK3C2B PIK3C2G PIK3C3 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R4 PIK3R5 PIK3R6 PLAUR PLEKHA4 PLEKHG4 PLEKHG4B PPP3CA PRNP PTK6 PXK RNF10 RPH3A SCRIB SLA2 SNAP25 SNAP91 SNX10 SNX16 SOCS1 SOCS2 SOCS3 SOCS4 SOCS5 SOCS6 SOCS7 SRC SRMS STAC STAC2 STAC3 STXBP1 STXBP5 SYK SYN1 SYN3 TAMM41 TDGF1 TEPSIN TGM3 TIAM1 TIRAP TOLLIP TRAF3IP2 TRAF6 TRIO TYK2 UMOD USP50 USP8 UVRAG VAC14 VPS13A VPS13C VPS13D WDR45 WDR45B WDR91 WIPI1 WIPI2 YES1 ZAP70 ZFYVE1 GOCC_EXTRINSIC_COMPONENT_OF_MITOCHONDRIAL_INNER_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_EXTRINSIC_COMPONENT_OF_MITOCHONDRIAL_INNER_MEMBRANE COQ3 COQ4 COQ5 COQ6 COQ7 NOA1 TAMM41 GOCC_EXTRINSIC_COMPONENT_OF_ORGANELLE_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_EXTRINSIC_COMPONENT_OF_ORGANELLE_MEMBRANE ATG14 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1D ATP6V1H BIN1 COQ3 COQ4 COQ5 COQ6 COQ7 DOC2A EMC2 GRIPAP1 NOA1 PXK RPH3A SNX10 SNX16 STXBP5 SYN1 SYN3 TAMM41 TEPSIN WDR91 ZFYVE1 GOCC_EXTRINSIC_COMPONENT_OF_PLASMA_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_EXTRINSIC_COMPONENT_OF_PLASMA_MEMBRANE AKAP9 AP2M1 APC APC2 BLK CARMIL2 CDH1 CDH10 CDH11 CDH12 CDH13 CDH15 CDH17 CDH18 CDH19 CDH2 CDH20 CDH22 CDH23 CDH24 CDH26 CDH3 CDH4 CDH5 CDH6 CDH7 CDH8 CDH9 CDHR3 CNKSR2 CNR2 CRKL CTNNA1 CTNNA2 CTNNB1 CTNND1 CUBN DCHS1 DLG4 DNAJC6 DTNA ESYT1 ESYT2 ESYT3 FARP1 FBXO2 FERMT2 FGR FRK FYN GNA11 GNA12 GNA13 GNA14 GNA15 GNAI1 GNAI2 GNAI3 GNAL GNAO1 GNAQ GNAS GNAT1 GNAT2 GNAT3 GNAZ GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG14 GNG2 GNG3 GNG4 GNG5 GNG5B GNG7 GNG8 GNGT1 GNGT2 GRAMD2A HCK IRAK4 JAK1 JAK2 JAK3 JUP KCNAB1 KCNAB2 LCK LYN MYD88 NOD2 PCSK9 PICALM PLEKHA4 PPP3CA PTK6 RNF10 SCRIB SNAP25 SNAP91 SRC SRMS STAC STAC2 STAC3 STXBP1 SYK TDGF1 TGM3 TIAM1 TIRAP TOLLIP TRAF3IP2 TRAF6 TYK2 USP50 USP8 YES1 ZAP70 GOCC_EXTRINSIC_COMPONENT_OF_POSTSYNAPTIC_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_EXTRINSIC_COMPONENT_OF_POSTSYNAPTIC_MEMBRANE AKAP9 CNKSR2 CRKL FARP1 FBXO2 RNF10 SCRIB TIAM1 GOCC_EXTRINSIC_COMPONENT_OF_POSTSYNAPTIC_SPECIALIZATION_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_EXTRINSIC_COMPONENT_OF_POSTSYNAPTIC_SPECIALIZATION_MEMBRANE AKAP9 CNKSR2 RNF10 SCRIB TIAM1 GOCC_EXTRINSIC_COMPONENT_OF_PRESYNAPTIC_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_EXTRINSIC_COMPONENT_OF_PRESYNAPTIC_MEMBRANE AP2M1 DNAJC6 PICALM SNAP25 SNAP91 STXBP1 GOCC_EXTRINSIC_COMPONENT_OF_SYNAPTIC_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_EXTRINSIC_COMPONENT_OF_SYNAPTIC_MEMBRANE AKAP9 AP2M1 CNKSR2 CRKL DNAJC6 FARP1 FBXO2 PICALM RNF10 SCRIB SNAP25 SNAP91 STXBP1 TIAM1 GOCC_EXTRINSIC_COMPONENT_OF_SYNAPTIC_VESICLE_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_EXTRINSIC_COMPONENT_OF_SYNAPTIC_VESICLE_MEMBRANE ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1D ATP6V1H BIN1 DOC2A RPH3A SYN1 SYN3 GOCC_FACIT_COLLAGEN_TRIMER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_FACIT_COLLAGEN_TRIMER COL12A1 COL14A1 COL16A1 COL9A1 COL9A2 COL9A3 GOCC_FANCONI_ANAEMIA_NUCLEAR_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_FANCONI_ANAEMIA_NUCLEAR_COMPLEX CENPS CENPX FAAP100 FAAP20 FAAP24 FANCA FANCB FANCC FANCE FANCF FANCG FANCL FANCM GOCC_FASCIA_ADHERENS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_FASCIA_ADHERENS ACTN1 CDH2 CTNNA3 CTNNB1 DES DSP NRAP VCL GOCC_FC_RECEPTOR_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_FC_RECEPTOR_COMPLEX CD247 FCER1G FCGR3A LILRA4 MS4A2 GOCC_FEMALE_GERM_CELL_NUCLEUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_FEMALE_GERM_CELL_NUCLEUS AIRE AURKA DMRT1 DNMT1 GTF2B H2AC1 H2BC1 HMGN1 KPNA7 LHX8 MARCKS SLC2A1 STPG4 SYCP2L TBP TBPL2 YAP1 GOCC_FEMALE_PRONUCLEUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_FEMALE_PRONUCLEUS AKAP8 CBX1 CCNA2 DPPA3 METTL23 RIF1 SLC2A1 STPG4 TBP TET3 GOCC_FHF_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_FHF_COMPLEX AKTIP FHIP1B HOOK1 HOOK2 HOOK3 GOCC_FIBRILLAR_CENTER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_FIBRILLAR_CENTER ACACA AFF4 AGER AKNA ANKRD1 APEX2 ARHGAP32 ARHGAP33 BCL9L BTBD10 CAMK4 CC2D1A CCDC137 CCR2 CD2AP CD2BP2 CDCA7L CDK7 CEMIP CHCHD1 CILK1 COIL DAB2 DCAF1 DCLRE1A DDX46 DEAF1 DKC1 DSN1 DUSP11 E2F5 EEF1D EIF3L EN2 ESRRA EXOSC8 EZR FAM111A FBL FBLIM1 FBLL1 FHIT FOXA1 FOXJ2 FOXL2NB GAR1 GTF3C3 HEATR1 HERC4 HOXB5 IMP4 IP6K1 IP6K2 JAZF1 KDM4A KDM5D KIT KLF6 LEO1 LIPA MALT1 MAP3K14 MBD6 METTL5 MLLT1 MRI1 MRPL23 MTDH NEDD1 NFIB NFIC NFKBIE NHEJ1 NOLC1 NONO NOP53 NOP56 NOP58 NRIP1 NUAK1 NUFIP1 ORC6 OTP PAF1 PAFAH1B2 PAK6 PEX14 PLRG1 POLR1B POLR1C POLR1E POLR1G POLR2F PRMT7 PSPC1 PTPN13 RAE1 RAI14 RERG RGS22 RNMT RPAIN RPP38 RPS6KA6 RREB1 RSAD2 SAMD4A SAP30L SELENBP1 SESN1 SIRT1 SMAD7 SMARCA4 SMARCA5 SMARCB1 SMUG1 SNAI1 SNRPB2 SP140 SPATA2 SPECC1 STAG2 STN1 STOX1 TAF1C TAF4B TAX1BP3 TCOF1 TERF1 THAP1 TIMM13 TIMM44 TOP1 TRAF4 TRERF1 TRIM27 TTF1 TXNRD1 UBD UBTF URB1 USO1 UTP15 UTP4 WDR33 WDR43 YY1AP1 ZNF174 ZNF415 ZNRF2 GOCC_FIBRILLAR_COLLAGEN_TRIMER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_FIBRILLAR_COLLAGEN_TRIMER COL11A1 COL11A2 COL1A1 COL1A2 COL27A1 COL28A1 COL2A1 COL3A1 COL5A1 COL5A2 COL5A3 LUM GOCC_FIBRINOGEN_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_FIBRINOGEN_COMPLEX FGA FGB FGG FGL1 FGL2 FN1 SERPINF2 THBS1 GOCC_FICOLIN_1_RICH_GRANULE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_FICOLIN_1_RICH_GRANULE A1BG ACLY ACTR10 ACTR1B ACTR2 ADAM8 ADGRE3 AGL ALAD ALDOA ALDOC ALOX5 AMPD3 AP2A2 APAF1 APEH ARL8A ARPC5 ARSB ASAH1 ATAD3B ATG7 ATP6AP2 ATP6V0A1 ATP6V0C BIN2 C1orf35 CAB39 CALML5 CAND1 CANT1 CAPN1 CAT CCT8 CD300A CD55 CD58 CD93 CDA CDK13 CFD CLEC4C CLEC4D COMMD3 COMMD9 COPB1 COTL1 CR1 CRISPLD2 CSNK2B CST3 CSTB CTSB CTSD CTSH CTSS CTSZ DBNL DDX3X DERA DIAPH1 DOK3 DSC1 DSG1 DSP DYNC1LI1 DYNLL1 DYNLT1 EEF1A1 EEF2 ENPP4 FCAR FCER1G FCN1 FGL2 FPR1 FPR2 FTH1 GAA GLB1 GMFG GNS GPI GSDMD GSN GSTP1 GUSB GYG1 HBB HK3 HMGB1 HSP90AA1 HSP90AB1 HSPA1A HSPA1B HSPA6 HSPA8 HUWE1 IDH1 ILF2 IMPDH1 IMPDH2 ITGAX ITGB2 JUP KCMF1 KPNB1 KRT1 LAMP1 LAMP2 LAMTOR1 LGALS3 LILRA3 LILRB2 LRG1 LTA4H MAPK1 MAPK14 MGAM MIF MMP9 MNDA MVP NBEAL2 NCKAP1L NFASC NME2 OSTF1 PAFAH1B2 PDAP1 PFKL PGAM1 PGM1 PGM2 PKM PKP1 PLEKHO2 PNP PPIA PPIE PRCP PRDX4 PRG2 PSMA2 PSMA5 PSMB1 PSMB7 PSMC2 PSMC3 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD6 PSMD7 PTPRN2 PYGL QPCT RAC1 RHOA SERPINA1 SERPINB10 SERPINB12 SERPINB6 SIGLEC14 SIGLEC5 SIRPA SLC11A1 SLC2A3 SRP14 STBD1 TBC1D10C TCIRG1 TIMP2 TMEM179B TNFAIP6 TRPM2 UBR4 VCL VCP VPS35L XRCC6 YPEL5 GOCC_FICOLIN_1_RICH_GRANULE_LUMEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_FICOLIN_1_RICH_GRANULE_LUMEN A1BG ACLY ACTR10 ACTR1B ACTR2 AGL ALAD ALDOA ALDOC ALOX5 AMPD3 APAF1 APEH ARPC5 ARSB ASAH1 ATG7 BIN2 C1orf35 CAB39 CALML5 CAND1 CANT1 CAPN1 CAT CCT8 CDA CDK13 CFD COMMD3 COMMD9 COTL1 CRISPLD2 CSNK2B CST3 CSTB CTSB CTSD CTSH CTSS CTSZ DBNL DDX3X DERA DYNLT1 EEF1A1 EEF2 FCN1 FGL2 FTH1 GLB1 GMFG GNS GPI GSDMD GSN GSTP1 GUSB GYG1 HBB HK3 HMGB1 HSP90AA1 HSP90AB1 HSPA1A HSPA1B HSPA6 HSPA8 HUWE1 IDH1 ILF2 IMPDH1 IMPDH2 JUP KCMF1 KPNB1 KRT1 LRG1 LTA4H MAPK1 MAPK14 MIF MMP9 MNDA MVP NME2 OSTF1 PAFAH1B2 PDAP1 PFKL PGAM1 PGM1 PGM2 PKM PLEKHO2 PNP PPIA PPIE PRDX4 PRG2 PSMA2 PSMA5 PSMB1 PSMB7 PSMC2 PSMC3 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD6 PSMD7 PYGL QPCT SERPINA1 SRP14 TIMP2 TNFAIP6 VCL VCP XRCC6 YPEL5 GOCC_FICOLIN_1_RICH_GRANULE_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_FICOLIN_1_RICH_GRANULE_MEMBRANE ADAM8 ADGRE3 AP2A2 ARL8A ATAD3B ATP6AP2 ATP6V0A1 ATP6V0C CD300A CD55 CD58 CD93 CLEC4C CLEC4D COPB1 CR1 DIAPH1 DOK3 DSC1 DSG1 DSP DYNC1LI1 DYNLL1 ENPP4 FCAR FCER1G FPR1 FPR2 GAA ITGAX ITGB2 LAMP1 LAMP2 LAMTOR1 LGALS3 LILRA3 LILRB2 MGAM NBEAL2 NCKAP1L NFASC PKP1 PRCP PTPRN2 RAC1 RHOA SERPINB10 SERPINB12 SERPINB6 SIGLEC14 SIGLEC5 SIRPA SLC11A1 SLC2A3 STBD1 TBC1D10C TCIRG1 TMEM179B TRPM2 UBR4 VPS35L GOCC_FILAMENTOUS_ACTIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_FILAMENTOUS_ACTIN ACTG1 ARPC3 CARMIL1 CD2AP DPYSL3 DUSP22 ESPN JAM3 LDB3 MYO18B MYO1A MYO1C MYO3A MYO6 NCKAP1 PDLIM1 PDLIM2 PDLIM3 PDLIM4 PDLIM5 PDLIM7 PRICKLE4 RAC3 SMTN SMTNL1 SMTNL2 SPECC1 SPECC1L GOCC_FILOPODIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_FILOPODIUM ABI1 ABI2 ABITRAM ACP3 ACTA1 ACTA2 ACTC1 ACTG2 ACTN2 ADGRA2 ANTXR1 AP2A1 ARF6 ARL4C B4GALT1 BAIAP2 CD302 CDC42 CDK5 CIB1 CXADR CYFIP1 DAG1 DEF6 DMD DNALI1 DYNC1H1 DYNC2I2 ENAH EPHA4 EPHB1 ERMN EZR FARP1 FAT1 FGD4 FGF13 FMR1 FSCN1 FSCN3 FXR1 FXR2 FZD3 FZD9 GAP43 GPM6A HLA-G IGF2BP1 INPPL1 IQGAP2 ITGA3 ITGA6 ITGAV ITGB1 ITGB3 KITLG LCP1 LY6G6D MAP2 MORN4 MSN MTM1 MYO10 MYO1B MYO1G MYO3A MYO3B MYO5A MYO6 NF2 NGDN NHERF1 NLGN1 NOS1AP OSBPL3 PALM PDPN PODXL PPP1R9A PPP1R9B RAPGEF3 RAPH1 RDX RIPOR2 RUFY3 SCIMP SHTN1 SNAP25 SPATA13 SPEF1 SRC SYNE2 TBC1D10C TENM2 TIAM2 TRPV4 TTYH1 TUBB3 TWF1 TWF2 UBE2K UBE2Q1 UNC5C UTRN VASP VCAM1 VIL1 WASH3P GOCC_FILOPODIUM_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_FILOPODIUM_MEMBRANE ANTXR1 ARF6 DMD FZD9 GAP43 HLA-G ITGA3 ITGAV ITGB3 MYO10 NF2 PALM PDPN SYNE2 TBC1D10C TTYH1 UTRN VASP GOCC_FILOPODIUM_TIP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_FILOPODIUM_TIP ABI1 ABI2 ABITRAM AP2A1 CIB1 CYFIP1 EPHB1 FMR1 FZD3 MORN4 MYO10 MYO3A MYO3B MYO5A NLGN1 OSBPL3 TTYH1 UBE2K VIL1 GOCC_FILTRATION_DIAPHRAGM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_FILTRATION_DIAPHRAGM IQGAP1 KIRREL2 MAGI2 NPHS1 NPHS2 PODXL PPP3CA TRPC6 GOCC_FLEMMING_BODY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_FLEMMING_BODY AGAP2 ANKRD45 ARF6 BIRC6 C9orf72 CAPG CCDC66 CELF2 CEP55 CHMP4C CNTRL DCDC1 EXOC1 EXOC2 EXOC4 EXOC6 EXOC7 FOXL2 IL16 IST1 KIF14 KIF23 MICAL3 NUP62 OR2A4 PDCD6IP RACGAP1 RALA RAN STK17B TSG101 USP3 VPS4A VPS4B ZFYVE19 GOCC_FLOTILLIN_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_FLOTILLIN_COMPLEX CBL CDH1 CORO1C CTNNA1 CTNNB1 FLOT1 FLOT2 SLC6A3 SORBS1 GOCC_F_ACTIN_CAPPING_PROTEIN_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_F_ACTIN_CAPPING_PROTEIN_COMPLEX ADD1 ADD2 CAPG CAPZA1 CAPZA2 CAPZA3 CAPZB MTPN GOCC_GABA_ERGIC_SYNAPSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_GABA_ERGIC_SYNAPSE ABHD6 ADRA2A ARFGEF2 ARHGEF9 ATP2B2 ATP2B3 BAIAP3 BSN CALB1 CBLN4 CDH10 CDH13 CLSTN3 CNR1 CNTN5 CSPG5 CTBP1 CTBP2 DAG1 DISC1 DRD1 DRD2 EFNA5 ERBB4 ERC2 FLOT1 GABBR1 GABRA1 GABRA2 GABRA4 GABRA5 GABRB1 GABRB2 GABRD GABRG2 GABRG3 GABRR1 GABRR2 GAD1 GAD2 GAP43 GLRB GRID1 GUCY1A1 IQSEC3 KCNC2 KCND2 KCND3 LHFPL4 LPAR1 LRFN4 LRFN5 LRRTM1 LRRTM2 MDGA1 NLGN1 NLGN2 NLGN3 NLGN4X NLGN4Y NPY NPY5R PCDH17 PCLO PHB2 PLCB1 PTPRO SEPTIN11 SLC32A1 SLC6A1 SLC6A11 SLC6A17 SLC6A6 SLITRK1 SLITRK2 SLITRK3 SST SV2A ZDHHC5 GOCC_GABA_RECEPTOR_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_GABA_RECEPTOR_COMPLEX GABBR1 GABBR2 GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRB1 GABRB2 GABRB3 GABRD GABRE GABRG1 GABRG2 GABRG3 GABRP GABRQ GABRR1 GABRR2 GABRR3 GOCC_GAMMA_DELTA_T_CELL_RECEPTOR_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_GAMMA_DELTA_T_CELL_RECEPTOR_COMPLEX CD247 CD3E CD3G TRDC TRGC1 TRGC2 GOCC_GAMMA_SECRETASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_GAMMA_SECRETASE_COMPLEX APH1A APH1B NCSTN PSEN1 PSEN2 PSENEN TMED10 GOCC_GAMMA_TUBULIN_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_GAMMA_TUBULIN_COMPLEX BLOC1S2 BRCA1 CENPJ MARK4 MZT1 MZT2A MZT2B PDE4B TOPORS TUBG1 TUBG2 TUBGCP2 TUBGCP3 TUBGCP4 TUBGCP5 TUBGCP6 GOCC_GAMMA_TUBULIN_RING_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_GAMMA_TUBULIN_RING_COMPLEX BRCA1 MZT1 MZT2A MZT2B TUBGCP4 TUBGCP5 TUBGCP6 GOCC_GAP_JUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_GAP_JUNCTION CALB2 CCN3 DBN1 DSC1 GJA1 GJA10 GJA3 GJA4 GJA5 GJA8 GJA9 GJB1 GJB2 GJB3 GJB4 GJB5 GJB6 GJB7 GJC1 GJC2 GJC3 GJD2 GJD3 GJD4 GJE1 MIP PANX1 PANX2 PANX3 SGSM3 SPECC1L TJP1 GOCC_GATOR2_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_GATOR2_COMPLEX MIOS SEC13 SEH1L WDR24 WDR59 GOCC_GBAF_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_GBAF_COMPLEX ACTB ACTL6A ACTL6B BCL7A BCL7B BCL7C BICRA BICRAL BRD9 SMARCA2 SMARCA4 SMARCC1 SMARCD1 SS18 GOCC_GEMINI_OF_COILED_BODIES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_GEMINI_OF_COILED_BODIES DDX20 GEMIN2 GEMIN4 GEMIN5 GEMIN6 GEMIN7 GEMIN8 HABP4 NPAT SMN1 SMN2 ZPR1 GOCC_GERM_CELL_NUCLEUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_GERM_CELL_NUCLEUS ACTL7A ACTRT3 ADAD1 AIRE ANKRD17 ANKRD37 AURKA BRCA1 CDK2 CDK7 CTCF DAZAP1 DMRT1 DNMT1 GTF2A1L GTF2B H1-9P H2AC1 H2AX H2BC1 HMGN1 HSPA2 KDM3A KPNA7 LHX8 LIMK1 MAEL MARCKS MLH1 MLH3 MORC1 PATZ1 PCNA PRM2 RAD51 RAN REC8 SLC2A1 SMARCB1 SMARCC1 SPAG8 SPATA24 STPG4 SYCP1 SYCP2L TAF10 TAF3 TAF4 TAF7 TBP TBPL1 TBPL2 TCFL5 TERF2 TERF2IP TESMIN TNP1 TOP1 TOP2A TOPBP1 TP53 TRIM24 TRIP13 TSN YAP1 ZBTB16 ZFPM2 ZMYND15 GOCC_GID_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_GID_COMPLEX ARMC8 MAEA RMND5A RMND5B WDR26 GOCC_GINS_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_GINS_COMPLEX GINS1 GINS2 GINS3 GINS4 SLC5A8 GOCC_GLIAL_CELL_PROJECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_GLIAL_CELL_PROJECTION ABCA7 ADCY10 ADGRG1 AIF1 AQP4 ATP1B2 CNGA3 CRB1 EIF2S1 ERMN FMR1 FYN GFAP GJB2 GLUL GPR161 GRM2 GRM3 GRM5 ITGB1 KCNJ10 KCNK2 LCP1 MAPT MT3 PINK1 SCN7A SIRT2 SLC17A8 SLC1A1 SLC1A2 SLC2A13 SLC4A8 SLC7A11 SYT4 TMEM50A WASF3 GOCC_GLUTAMATERGIC_SYNAPSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_GLUTAMATERGIC_SYNAPSE ABHD17A ABHD17C ABHD6 ABLIM3 ABR ACTB ACTBL2 ACTC1 ACTN1 ACTN2 ADAM10 ADAM23 ADCY1 ADCY8 ADGRA1 ADGRB3 ADGRL3 ADORA2A ADORA2B ADRA2A AKAP9 AKT1 AP2B1 AP2M1 AP3D1 APBA1 APOE APPL1 ARC ARF4 ARF6 ARFGEF2 ARHGAP22 ARHGAP39 ARHGAP44 ARHGEF15 ARPC2 ARPC5L ARRB2 ASAP1 ATAD1 ATP2B1 ATP2B2 ATP2B3 ATP2B4 AURKA BAIAP2 BCAN BCR BIN1 BSN BTBD9 C1QL1 C1QL2 C1QL3 CACNB4 CACNG2 CACNG3 CACNG4 CACNG5 CACNG7 CADPS CADPS2 CALB1 CALY CAMKV CBLN1 CBLN2 CDC42 CDH1 CDH10 CDH11 CDH6 CDH8 CDKL5 CHD4 CHMP2B CHRM1 CHRM2 CLCN3 CLSTN1 CLSTN2 CLSTN3 CNKSR2 CNN3 CNR1 CNTNAP1 CORO1A CPLX1 CPLX2 CPSF2 CPT1C CRIPT CSPG5 CTBP1 CTBP2 CTNNB1 CTNND1 CTTNBP2 CUL3 DAG1 DAPK1 DBN1 DBNL DGCR8 DGKE DGKQ DISC1 DLG1 DLG3 DLG4 DLG5 DLGAP1 DLGAP2 DLGAP3 DLGAP4 DNAJB1 DNM1 DNM3 DOC2A DOCK10 DRD1 DRD2 DRD4 DROSHA DRP2 DTNBP1 DVL1 DYNLL2 EEA1 EEF2K EFNB2 EFNB3 EGLN1 EIF4A3 EIF4E ELAVL1 ELAVL4 EPHA4 EPHA7 EPHB1 EPHB2 EPS15 EPS8 ERBB4 ERBIN ERC2 FAM81A FARP1 FBXL20 FBXO2 FBXO45 FILIP1 FLNA FLOT1 FLOT2 FLRT3 FXR1 FXYD6 FZD4 FZD9 GABBR1 GABRR1 GHRL GHSR GIPC1 GPC4 GPC6 GPM6A GRIA1 GRID1 GRID2 GRID2IP GRIK2 GRIK3 GRIN2A GRIN2C GRIN2D GRIN3A GRIP2 GRIPAP1 GRM1 GRM2 GRM3 GRM5 GSG1L GSK3B GUCY1A1 GUCY1B1 HCN1 HIP1 HIP1R HNRNPD HOMER1 HOMER2 HOMER3 HPCA HRAS HSPA8 HTR2A ICAM5 IL1RAP IL1RAPL1 IL1RAPL2 ITGA3 ITGA5 ITGA8 ITGB1 ITGB3 ITPKA JAK2 KCNA1 KCNA2 KCNA3 KCND2 KCNJ2 KCNJ8 KLHL17 KPNA1 LAMA5 LGI1 LIN7C LPAR1 LPAR2 LRFN3 LRFN4 LRFN5 LRRC4 LRRC4B LRRC4C LRRK2 LRRTM2 LRRTM3 LYN LZTS1 MAL2 MAP1LC3A MAPK14 MAPK3 MECP2 NAPA NAPB NETO1 NETO2 NF1 NGDN NLGN1 NLGN3 NLGN4X NLGN4Y NOS1AP NPTX1 NPTX2 NPTXR NRCAM NRG3 NRP1 NRP2 NRXN2 NSG1 NTNG1 NTNG2 NUMB OGT OPHN1 P2RX1 P2RX6 P2RY1 P2RY4 PACSIN2 PAFAH1B1 PAK2 PAK3 PCDH17 PCDH8 PCLO PFN1 PFN2 PHB2 PIN1 PLAT PLCB1 PLCG1 PLEKHA5 PLPPR4 PLXNA4 PLXNC1 PLXND1 PORCN PPFIA2 PPFIA3 PPM1H PPP1CA PPP1CC PPP2R1A PPP2R2A PPP3CA PPP3CB PPP3CC PPP3R1 PRKACA PRKAR1A PRKAR1B PRKAR2B PRKCI PRKCZ PRR7 PRRT2 PSD2 PSEN1 PTK2B PTPRD PTPRO PTPRS PTPRT PURA RAB11A RAB17 RAB8A RAC1 RAC3 RAP1A RAP1B RELA RGS14 RGS7BP RGS9 RHOA RNF10 RNF19A ROR2 RPL22 RPS6KB1 RTN4 RTN4R SCN10A SCN2A SCN8A SCRIB SEMA3A SEMA3F SEMA4B SEMA4F SEPTIN11 SH3GL1 SH3GL2 SH3GL3 SHANK1 SHANK2 SHISA6 SHISA7 SHISA9 SLC16A7 SLC1A2 SLC1A6 SLC30A3 SLC4A8 SLC6A17 SLITRK1 SLITRK2 SLITRK4 SNAP25 SNX27 SNX6 SORCS3 SORT1 SPARCL1 SPTB SPTBN1 SPTBN2 SRC SRCIN1 SRGN STAU1 STK38 STK38L STX3 STX4 STXBP1 SV2A SYN2 SYN3 SYNGAP1 SYT1 SYT10 SYT4 TAMALIN TANC1 TIAM1 TNIK TNR TRIO TSPOAP1 UBE3A USP8 VCP VGF VHL VPS18 VPS35 WASF3 WASL WNT3A WNT5A WNT7A YWHAH YWHAZ ZDHHC5 GOCC_GLYCINERGIC_SYNAPSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_GLYCINERGIC_SYNAPSE GLRA1 GLRA2 GLRB HSPA8 IQSEC3 ITGB3 NLGN2 SLC6A5 GOCC_GLYCOGEN_GRANULE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_GLYCOGEN_GRANULE FASN PCYT1A PPP1CA PPP1CB PPP1R3B PPP1R3D PPP1R3E GOCC_GLYCOPROTEIN_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_GLYCOPROTEIN_COMPLEX CAV3 DAG1 DMD FLNA GP1BA GP1BB GP5 GP9 KRT8 PGM5 SGCA SGCB SGCD SGCE SGCG SGCZ SNTA1 SNTB1 SNTB2 SNTG1 SNTG2 SSPN UTRN GOCC_GLYCOPROTEIN_IB_IX_V_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_GLYCOPROTEIN_IB_IX_V_COMPLEX FLNA GP1BA GP1BB GP5 GP9 GOCC_GLYCOSYLPHOSPHATIDYLINOSITOL_N_ACETYLGLUCOSAMINYLTRANSFERASE_GPI_GNT_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_GLYCOSYLPHOSPHATIDYLINOSITOL_N_ACETYLGLUCOSAMINYLTRANSFERASE_GPI_GNT_COMPLEX DPM2 PIGA PIGC PIGH PIGP PIGQ PIGY GOCC_GOLGI_APPARATUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_GOLGI_APPARATUS A3GALT2 A4GALT A4GNT ABCA1 ABCA12 ABCA5 ABCA6 ABCA7 ABCB11 ABCB6 ABCC4 ABCC5 ABCG1 ABO ACAN ACBD3 ACER2 ACER3 ACHE ACO1 ACP3 ACSL3 ACTL7A ADAM10 ADAM17 ADCY3 ADRB2 AFTPH AGBL4 AGPAT3 AGRN AGRP AGTRAP AHSG AIMP1 AJUBA AKAP9 AKR7A2 AKR7A3 ALB ALKBH5 ALX1 AMFR ANGEL1 ANGPTL3 ANK3 AOC3 AP1AR AP1B1 AP1G1 AP1G2 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 AP2A1 AP3B1 AP3B2 AP3D1 AP3M1 AP3M2 AP3S1 AP3S2 AP4B1 AP4E1 AP4M1 AP4S1 APBA1 APBB2 APC APC2 APH1A APH1B APLP1 APOA5 APOE APOO APP AQP2 ARAP1 ARCN1 ARF1 ARF3 ARF4 ARF5 ARF6 ARFGAP1 ARFGAP2 ARFGAP3 ARFGEF1 ARFGEF2 ARFIP1 ARFIP2 ARFRP1 ARHGAP21 ARHGAP32 ARHGAP33 ARHGEF2 ARL1 ARL17B ARL2 ARL3 ARL5A ARL5B ARL5C ARMH3 ARRB1 ARSL ARV1 ASAH2 ASAP1 ASAP2 ASH1L ASIC1 ATAT1 ATF6 ATF6B ATG9A ATG9B ATL1 ATP11A ATP11B ATP1A1 ATP1A3 ATP2C1 ATP2C2 ATP6AP1 ATP6AP2 ATP6V0A1 ATP6V0A2 ATP6V0B ATP6V0C ATP6V1A ATP6V1D ATP6V1F ATP6V1H ATP7A ATP7B ATP8A1 ATP8A2 ATP8B1 ATP8B2 ATP8B3 ATP8B4 ATP9A ATP9B ATR ATRN ATXN2 AVPR1B AVPR2 AZIN2 B2M B3GALNT1 B3GALNT2 B3GALT1 B3GALT2 B3GALT4 B3GALT5 B3GALT6 B3GALT9 B3GAT1 B3GAT2 B3GAT3 B3GNT2 B3GNT3 B3GNT4 B3GNT5 B3GNT6 B3GNT7 B3GNT8 B3GNT9 B4GALNT1 B4GALNT2 B4GALNT3 B4GALNT4 B4GALT1 B4GALT2 B4GALT3 B4GALT4 B4GALT5 B4GALT6 B4GALT7 B4GAT1 BACE1 BACE2 BAIAP3 BARX2 BCAN BCAP31 BCL6 BCL9 BDKRB2 BECN1 BEND5 BET1 BET1L BGLAP BGN BICD1 BICD2 BIRC6 BIRC7 BLZF1 BMP1 BOK BPNT2 BSG BST2 C11orf24 C17orf75 C1GALT1 C1GALT1C1 C1orf43 C6orf89 CA4 CABP1 CABP2 CABP7 CALN1 CALU CAMK1G CAMKMT CAMSAP2 CAND1 CANT1 CAPN2 CAPN8 CASD1 CAV1 CAV2 CAV3 CBFA2T3 CBL CBLN3 CBY1 CCDC170 CCDC186 CCDC88A CCDC88B CCDC91 CCN2 CD14 CD1B CD1C CD1E CD2 CD247 CD33 CD36 CD3E CD40LG CD44 CD55 CD59 CD74 CDC42 CDH1 CDH15 CDIPT CDK13 CDK5RAP2 CEP128 CEP57 CEP83 CEP85 CEPT1 CERKL CERT1 CFP CGA CHAC1 CHEK2 CHIC2 CHID1 CHP1 CHPF CHPF2 CHPT1 CHST1 CHST10 CHST11 CHST12 CHST13 CHST14 CHST15 CHST2 CHST3 CHST4 CHST5 CHST6 CHST7 CHST8 CHST9 CHSY1 CHSY3 CIB1 CIDEB CLASP1 CLASP2 CLBA1 CLCC1 CLCN3 CLCN4 CLCN5 CLDN20 CLEC16A CLEC18A CLEC18B CLEC18C CLIC5 CLINT1 CLIP3 CLN3 CLN5 CLSPN CLSTN1 CLSTN2 CLSTN3 CLTA CLTB CLTC CLTCL1 CLU CLVS1 CLVS2 CNIH1 CNST CNTNAP2 COG1 COG2 COG3 COG4 COG5 COG6 COG7 COG8 COL26A1 COLEC10 COMMD9 COPA COPB1 COPB2 COPE COPG1 COPG2 COPZ1 COPZ2 COQ6 CORO7 CPE CPQ CPTP CRACR2A CREB3 CREB3L3 CREB3L4 CREG2 CRELD2 CRHBP CRYZL2P-SEC16B CSDE1 CSGALNACT1 CSGALNACT2 CSNK1D CSPG4 CSPG5 CST3 CST7 CTLA4 CTSL CTTN CUBN CUL3 CUL7 CUX1 CXCL14 CYTH1 CYTH2 CYTH3 CYTH4 DACH1 DAG1 DAOA DAPK2 DBI DBNL DCLRE1C DCN DDHD2 DDX31 DDX54 DEFA1 DEFA1B DEFA3 DEFA4 DEFA5 DEFA6 DEFB1 DEFB103A DEFB103B DEFB4A DENND4B DENND4C DENND5A DHCR24 DHH DIPK2A DLG1 DNAAF6 DNAJC5 DNM1L DNM2 DNMBP DOCK4 DOP1A DOP1B DPP7 DPY30 DRAM2 DRD2 DSE DSEL DUSP26 DUX4 DYM DYNAP DYNC2H1 DYNC2LI1 DYNLT1 EBAG9 ECE2 ECPAS EEF1AKMT4-ECE2 EGFR EHF EI24 EIPR1 ELAPOR1 ELF3 EMC8 EMID1 EMP2 ENPP7 ENTPD4 ENTPD6 ENTPD7 ERC1 ERGIC1 ERGIC2 ERGIC3 ERMAP ERO1A ESCO2 ESR1 EXOC3 EXT1 EXT2 EXTL1 EXTL3 F10 F2 F2R F2RL1 F7 F8 F9 FAIM2 FAM114A1 FAM174B FAM20A FAM20B FAM20C FAM234B FAM241A FAM3C FAM91A1 FASN FAT2 FBXW7 FBXW8 FES FEZ1 FGD1 FGD2 FGD3 FGD4 FGD5 FGD6 FGF23 FGF7 FGFR2 FGFR3 FGFR4 FGFRL1 FHDC1 FIBIN FIG4 FKRP FKTN FLNA FMNL3 FMOD FNDC3A FOLR1 FTCD FURIN FUT1 FUT10 FUT11 FUT2 FUT3 FUT4 FUT5 FUT6 FUT7 FUT8 FUT9 FYCO1 FZD5 FZD8 FZD9 G2E3 GABARAP GABARAPL1 GABARAPL2 GAD2 GAK GAL3ST1 GAL3ST2 GAL3ST3 GAL3ST4 GALNT1 GALNT10 GALNT11 GALNT12 GALNT13 GALNT14 GALNT15 GALNT16 GALNT17 GALNT18 GALNT2 GALNT3 GALNT4 GALNT5 GALNT6 GALNT7 GALNT8 GALNT9 GALNTL5 GALNTL6 GALT GANAB GAPT GARIN1A GARIN1B GARIN3 GARIN4 GARIN5A GAS6 GAS8 GASK1A GASK1B GBA1 GBA2 GBF1 GBGT1 GBP1 GBP2 GBP3 GBP4 GBP5 GCC1 GCC2 GCNT1 GCNT2 GCNT3 GCNT4 GCNT7 GDF15 GDI1 GDI2 GDNF GFRA1 GFY GGA1 GGA2 GGA3 GGNBP1 GGTA1 GIGYF2 GIMAP1 GIMAP7 GIMAP8 GJA1 GKAP1 GKN1 GLA GLB1 GLCE GLG1 GLIPR2 GLT6D1 GLT8D1 GLT8D2 GLYCTK GNAI3 GNAQ GNPNAT1 GNPTAB GNPTG GOLGA1 GOLGA2 GOLGA3 GOLGA4 GOLGA5 GOLGA6A GOLGA6B GOLGA6C GOLGA6D GOLGA6L7 GOLGA7 GOLGA7B GOLGA8A GOLGA8B GOLGA8CP GOLGA8DP GOLGA8G GOLGA8H GOLGA8IP GOLGA8J GOLGA8K GOLGA8M GOLGA8N GOLGA8O GOLGA8Q GOLGA8R GOLGA8S GOLGA8T GOLGB1 GOLIM4 GOLM1 GOLM2 GOLPH3 GOLPH3L GOLT1A GOLT1B GOPC GORAB GORASP1 GORASP2 GOSR1 GOSR2 GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 GPER1 GPR107 GPR108 GPR143 GPR89A GPR89B GPSM1 GRB2 GRINA GRM6 GRN GSAP H1-0 HACE1 HAS1 HAS2 HAS3 HCK HDAC3 HDAC5 HEPACAM2 HERC1 HHAT HID1 HIP1 HLA-A HLA-B HLA-C HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G HLA-H HOOK2 HOOK3 HPD HRAS HS2ST1 HS3ST1 HS3ST2 HS3ST3A1 HS3ST3B1 HS3ST4 HS3ST5 HS3ST6 HS6ST1 HS6ST2 HS6ST3 HSPG2 HTR7 HTT HUWE1 HYAL2 ICA1 ICA1L IER3IP1 IFNGR2 IFT20 IFT27 IFT57 IGF2R IGFBP1 IHH IL15 IL15RA IL17RD INPP5B INPP5E INPP5K INPPL1 INS IPO5 IRGM ITFG2 ITGA5 ITM2A ITM2B ITM2C JAKMIP2 JAKMIP3 JAM3 KBTBD8 KCNA5 KCNIP3 KCNJ6 KCNS3 KDELR1 KDELR2 KDELR3 KDR KEL KERA KIAA0319L KIF13A KIF1C KIF20A KIFAP3 KIFC3 KLF5 KLHL20 KLK11 KPNA2 KRAS LALBA LAPTM4A LARGE1 LARGE2 LAT LAX1 LDLR LDLRAD4 LEPROT LFNG LGI1 LGR5 LGR6 LHB LIMK2 LIPG LITAF LLGL1 LMAN1 LMAN1L LMAN2 LMAN2L LMTK2 LMTK3 LPCAT1 LPCAT2 LRBA LRP1 LRP2 LRP6 LRPAP1 LRRK2 LST1 LTBR LUM LYN LYPLA2 LYSET LYSMD3 LZTR1 M6PR MACF1 MALL MALRD1 MAMDC4 MAMLD1 MAN1A1 MAN1A2 MAN1B1 MAN1C1 MAN2A1 MAN2A2 MANEA MANEAL MANSC1 MAP2K1 MAP2K2 MAP4K2 MAP6 MAP6D1 MAPK1 MAPK15 MAPK3 MAPK8IP3 MAPKAP1 MAPRE1 MARCHF1 MARCHF2 MARCHF4 MARCHF8 MARCHF9 MARF1 MBTPS1 MBTPS2 MCFD2 MCOLN1 MDGA1 METTL3 MFNG MGAT1 MGAT2 MGAT3 MGAT4A MGAT4B MGAT4C MGAT4D MGAT5 MGAT5B MICALL1 MID1 MIF4GD MINK1 MLANA MMD MMD2 MME MMGT1 MMP11 MMP14 MMP16 MMP24 MOB4 MOSMO MOSPD1 MPHOSPH9 MPIG6B MPL MPLKIP MPPE1 MR1 MS4A4A MS4A6A MS4A6E MS4A7 MSH6 MSLN MTOR MTTP MTUS1 MUC1 MUC12 MUC13 MUC15 MUC16 MUC17 MUC19 MUC2 MUC20 MUC21 MUC3A MUC4 MUC5AC MUC5B MUC6 MUC7 MUCL1 MYDGF MYMK MYMX MYO18A MYO1B MYO6 MYOC MYRF NAA11 NAA25 NAA60 NAGPA NAPEPLD NAPG NBEA NBN NCALD NCAM1 NCAN NCS1 NCSTN NDFIP1 NDFIP2 NDRG2 NDST1 NDST2 NDST3 NDST4 NECAB3 NEDD4 NEDD4L NEDD9 NEO1 NFE2L2 NGF NHS NIPAL1 NLGN1 NLRP2 NLRP3 NLRP5 NMNAT2 NMT2 NOD2 NOS3 NOSIP NOTCH1 NOTCH2 NOTCH3 NOTCH4 NPC1 NPY NRAS NSF NSFL1C NSG1 NSG2 NTN3 NTSR1 NUCB1 NUCB2 OBSL1 OCIAD1 OCIAD2 OCRL OGN OLFM3 OMD OPALIN OPRM1 OPTN OSBP OSBPL11 OSBPL9 OTOF P3H2 PACS1 PAK4 PALS1 PAQR3 PAQR8 PARM1 PARP10 PCGF5 PCSK1 PCSK1N PCSK4 PCSK5 PCSK6 PCSK7 PCSK9 PDCD10 PDE2A PDE3B PDE4DIP PDE9A PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PDXDC1 PERP PEX5 PGAP2 PGAP3 PGAP4 PHAF1 PHETA1 PHETA2 PHEX PHF7 PHTF1 PI4K2A PI4K2B PI4KB PICALM PICK1 PIDD1 PIFO PIK3C2A PIK3R1 PIKFYVE PISD PITPNB PITPNM1 PJA2 PKD1 PKD2 PKDCC PKHD1 PKMYT1 PKN3 PLA2G4A PLA2G5 PLAGL1 PLCE1 PLD1 PLD3 PLD4 PLD6 PLEKHA3 PLEKHA8 PLEKHJ1 PLEKHM3 PLIN3 PLK3 PLOD3 PLPP3 PLSCR1 PMEL PMEPA1 PMF1 PNRC2 PODXL2 POFUT2 POLQ POMGNT1 POSTN PPHLN1 PPIL2 PPP1R15A PPP2R3C PPP2R5C PPT1 PRAME PRCD PRDM2 PRELP PREPL PRKAA2 PRKCE PRKCI PRKD1 PRKD2 PRKG1 PRKN PRMT5 PRNP PROC PROS1 PROZ PRRC1 PSEN1 PSEN2 PSENEN PSKH1 PSMG1 PTCH1 PTGDS PTGES2 PTGFRN PTGS1 PTHLH PTPRN PWP1 PXYLP1 PYCARD QPCTL QSOX1 QSOX2 RAB10 RAB11A RAB11B RAB11FIP3 RAB11FIP5 RAB12 RAB13 RAB14 RAB18 RAB1A RAB1B RAB20 RAB21 RAB25 RAB26 RAB27A RAB27B RAB29 RAB2A RAB2B RAB30 RAB31 RAB32 RAB33A RAB33B RAB34 RAB36 RAB37 RAB38 RAB39A RAB39B RAB3B RAB3GAP1 RAB40A RAB40C RAB41 RAB43 RAB6A RAB6B RAB6C RAB6D RAB7A RAB7B RAB8A RAB9A RABAC1 RABEPK RABGAP1L RAC1 RAD23A RAF1 RAP1GAP RAPSN RASGRP1 RASIP1 RASSF2 RBFOX1 RELCH RER1 RESP18 RETREG1 RFFL RFNG RGP1 RGS19 RGS20 RHBDD2 RHBDF1 RHBDF2 RHEB RHO RHOBTB3 RHOD RHOU RIC1 RIC3 RICTOR RIPOR1 RIT2 RMDN2 RNASEK RND3 RNF121 RNF122 RNF125 RNF128 RNF133 RNF144A RNF148 RNF149 RNF175 RNF183 RNF24 ROCK1 RP2 RPGR RPH3A RPS12 RRAS2 RSAD2 RSC1A1 RTN1 RTN3 RUBCN RUSC1 RXYLT1 S100A1 S100A3 SACM1L SAR1A SAR1B SART1 SCAMP1 SCAMP2 SCAMP3 SCAMP4 SCAMP5 SCAP SCARA3 SCARB2 SCFD1 SCLY SCOC SCRG1 SCYL1 SCYL2 SCYL3 SDC1 SDC2 SDC3 SDC4 SDCBP2 SDE2 SDF4 SEC14L1 SEC16A SEC16B SEC22B SEC23A SEC23IP SECTM1 SELENOH SELENOI SELENOK SELENOM SEMA6D SERINC3 SERINC5 SERPINA1 SERPINB9 SFTA2 SGCE SGMS1 SGMS2 SGSM1 SH3GL2 SH3GLB1 SH3RF1 SHH SI SIPA1 SIPA1L3 SIX5 SLA2 SLC10A7 SLC11A2 SLC16A13 SLC18A3 SLC1A6 SLC22A13 SLC24A5 SLC26A11 SLC26A9 SLC29A3 SLC2A1 SLC2A4 SLC30A1 SLC30A10 SLC30A5 SLC30A6 SLC30A7 SLC30A8 SLC33A1 SLC35A1 SLC35A2 SLC35A3 SLC35A4 SLC35A5 SLC35B2 SLC35B3 SLC35B4 SLC35C1 SLC35C2 SLC35D1 SLC35D2 SLC35D3 SLC35E1 SLC35E2A SLC35E2B SLC35E3 SLC35E4 SLC35G2 SLC38A10 SLC39A11 SLC39A13 SLC39A7 SLC39A9 SLC50A1 SLC66A2 SLC9A7 SLC9A8 SLPI SMAD6 SMO SMPD3 SMPD4 SNAP25 SNAP29 SNAPIN SNTB2 SNX1 SNX17 SNX9 SOD3 SORCS1 SORL1 SORT1 SOST SPAG17 SPATA16 SPEF2 SPG21 SPP1 SPPL2B SPPL3 SPRING1 SPRR3 SPRY1 SRCAP SREBF1 SREBF2 SRGN ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST3GAL5 ST3GAL6 ST6GAL1 ST6GAL2 ST6GALNAC1 ST6GALNAC2 ST6GALNAC3 ST6GALNAC4 ST6GALNAC5 ST6GALNAC6 ST8SIA1 ST8SIA2 ST8SIA3 ST8SIA4 ST8SIA5 ST8SIA6 STC2 STEAP2 STEAP4 STH STING1 STIP1 STK16 STK24 STK25 STK26 STMN2 STMN3 STMN4 STRN3 STS STX10 STX11 STX12 STX16 STX18 STX4 STX5 STX6 STX8 SULF1 SULF2 SUN5 SURF4 SVIP SYAP1 SYBU SYN1 SYNDIG1L SYNE1 SYNRG SYS1 SYT1 SYT11 SYT17 SYT4 TAF11 TANGO2 TAPBP TAPBPL TAS1R3 TAS2R16 TBC1D14 TBC1D20 TBC1D23 TBC1D5 TCP1 TDRD3 TENM1 TENM2 TENT4A TEPSIN TGFB1 TGFBI TGM4 TGOLN2 TICAM2 TJAP1 TLCD3B TLR1 TLR2 TLR3 TLR6 TLR7 TLR8 TLR9 TM9SF2 TM9SF4 TMBIM1 TMBIM4 TMC6 TMC8 TMCO1 TMED1 TMED10 TMED2 TMED3 TMED4 TMED5 TMED6 TMED7 TMED9 TMEM115 TMEM130 TMEM132A TMEM165 TMEM167A TMEM167B TMEM192 TMEM214 TMEM230 TMEM241 TMEM30A TMEM30B TMEM43 TMEM45B TMEM50B TMEM59 TMEM59L TMEM79 TMEM87A TMEM87B TMF1 TNFRSF10A TNFRSF1A TNKS TNKS2 TNRC6A TOM1L1 TP73 TPP1 TPPP TPST1 TPST2 TPTE2 TRAF3IP3 TRAPPC1 TRAPPC10 TRAPPC11 TRAPPC12 TRAPPC13 TRAPPC14 TRAPPC2 TRAPPC2B TRAPPC2L TRAPPC3 TRAPPC3L TRAPPC4 TRAPPC5 TRAPPC6A TRAPPC6B TRAPPC8 TRAPPC9 TREML1 TRIM22 TRIM23 TRIM3 TRIM68 TRIM7 TRIP10 TRIP11 TRPM4 TRRAP TSC2 TSNAX TTC3 TXNDC8 UBA5 UBAC1 UBIAD1 UBXN2A UBXN2B UGCG UMOD UNC13B UNC45A UNC50 UNC93B1 USF1 USO1 USP32 USP33 USP6 USP6NL UST UXS1 VAC14 VAMP2 VAMP3 VAMP4 VAMP5 VAMP7 VAPA VAPB VCAM1 VCAN VCPIP1 VEGFA VGF VIPAS39 VPS13A VPS13B VPS33B VPS41 VPS45 VPS51 VPS52 VPS53 VPS54 VRK1 VTI1A VTI1B VTN WDFY1 WDR11 WDR44 WDR77 WDR81 WHAMM WIPI1 WLS WNT1 WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WSCD1 WSCD2 WWOX XPR1 XYLT1 XYLT2 YES1 YIF1A YIF1B YIPF1 YIPF2 YIPF3 YIPF4 YIPF5 YIPF6 YIPF7 YKT6 ZDHHC1 ZDHHC11 ZDHHC11B ZDHHC12 ZDHHC13 ZDHHC14 ZDHHC15 ZDHHC16 ZDHHC17 ZDHHC18 ZDHHC19 ZDHHC2 ZDHHC20 ZDHHC21 ZDHHC22 ZDHHC23 ZDHHC24 ZDHHC3 ZDHHC4 ZDHHC5 ZDHHC6 ZDHHC7 ZDHHC8 ZDHHC9 ZFPL1 ZFYVE1 ZG16 ZNF148 ZNF622 GOCC_GOLGI_APPARATUS_SUBCOMPARTMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_GOLGI_APPARATUS_SUBCOMPARTMENT A3GALT2 ABO ACP3 AFTPH AKAP9 AP1B1 AP1G1 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 AP4B1 AP4E1 AP4M1 AP4S1 APH1A APP ARAP1 ARFGEF1 ARFGEF2 ARFIP1 ARFIP2 ARFRP1 ARL1 ARL5A ARL5B ARL5C ARSL ASAP1 ASAP2 ATG9A ATG9B ATL1 ATP2C1 ATP2C2 ATP7A ATP7B ATP8A1 ATP8B1 ATP8B2 ATP8B3 ATP8B4 ATP9A ATP9B ATXN2 AZIN2 B3GALT6 B4GALNT3 B4GALNT4 B4GALT1 B4GALT2 B4GALT3 B4GALT5 B4GALT6 B4GALT7 BACE1 BACE2 BAIAP3 BCAP31 BECN1 BICD1 BIRC6 BOK BPNT2 C17orf75 CA4 CABP7 CALN1 CANT1 CBY1 CCDC186 CCDC91 CD74 CDH1 CHAC1 CHID1 CHPF CHPF2 CHST1 CHST2 CHST3 CHST4 CHST5 CHST6 CHST7 CHSY1 CHSY3 CLASP2 CLBA1 CLIP3 CLN3 CLTA CLTB CLTC CLTCL1 CLVS1 CLVS2 CNST COG1 COG2 COG3 COG4 COG5 COG6 COG7 COG8 CORO7 CSGALNACT1 CSGALNACT2 DENND5A DNAAF6 DNMBP DOP1A DOP1B DPY30 ECPAS EIPR1 ELAPOR1 FAM91A1 FLNA FURIN FUT1 FUT11 FUT2 FUT3 FUT4 FUT5 FUT6 FUT7 FUT8 FUT9 GAL3ST2 GAL3ST3 GAL3ST4 GALNT1 GALNT2 GALNT3 GBA1 GBF1 GCC1 GCC2 GCNT1 GGA1 GGA2 GGA3 GGTA1 GOLGA1 GOLGA2 GOLGA3 GOLGA4 GOLGA5 GOLGA6A GOLGA6B GOLGA6C GOLGA6D GOLGA7 GOLGA8A GOLGA8B GOLGA8CP GOLGA8DP GOLGA8G GOLGA8H GOLGA8IP GOLGA8J GOLGA8K GOLGA8M GOLGA8N GOLGA8O GOLGA8Q GOLGA8R GOLGA8S GOLGA8T GOLGB1 GOLIM4 GOLPH3 GOLPH3L GOLT1A GOSR1 GPER1 GPR108 GPR89A GPR89B GRN GSAP HACE1 HID1 HLA-A HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HOOK2 HTR7 IGF2R INPP5E INPP5K KIF13A KLHL20 LGR5 LGR6 LLGL1 LPCAT2 LRRK2 LYPLA2 LYSET M6PR MAN2A1 MARCHF1 MARCHF4 MARCHF9 MBTPS1 MGAT2 MGAT4A MGAT4B MGAT4D MICALL1 MLANA MME MMP24 MOB4 MS4A6A MS4A6E MS4A7 MYO18A MYO1B NAGPA NBEA NDST1 NECAB3 NMNAT2 NSF NSFL1C NSG1 NSG2 OCRL OPTN OSBP PCSK1 PCSK1N PCSK4 PCSK5 PCSK7 PHAF1 PHETA1 PHETA2 PI4K2A PI4K2B PICK1 PIFO PIK3C2A PITPNM1 PLD4 PLEKHA3 PLEKHA8 PLEKHJ1 PLK3 PLOD3 PLPP3 POSTN PREPL PRKD1 PSENEN RAB10 RAB11A RAB11FIP3 RAB13 RAB14 RAB21 RAB27B RAB29 RAB30 RAB31 RAB32 RAB34 RAB38 RAB43 RAB6A RAB7B RAB8A RAB9A RABEPK RAC1 RASIP1 RBFOX1 RELCH RGP1 RGS20 RHOBTB3 RIC1 SAR1B SCAMP1 SCAMP2 SCAMP3 SCAMP4 SCAMP5 SCFD1 SCOC SGMS1 SLC10A7 SLC24A5 SLC2A4 SLC30A5 SLC30A6 SLC30A7 SLC39A9 SLC66A2 SLC9A7 SLC9A8 SMPD3 SMPD4 SNAP25 SNX9 SORL1 SORT1 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST6GAL1 ST6GAL2 STX10 STX16 STX4 STX6 STX8 SULF1 SULF2 SYS1 SYT11 SYT17 TAS2R16 TBC1D23 TEPSIN TGFBI TGOLN2 TJAP1 TMBIM4 TMED2 TMED3 TMEM115 TMEM165 TMEM230 TMEM59 TMEM79 TMEM87A TOM1L1 TRAPPC4 TRAPPC6A TRAPPC6B TRAPPC9 USO1 USP6NL UXS1 VAMP2 VAMP3 VAMP4 VAMP7 VCPIP1 VPS51 VPS52 VPS53 VPS54 VRK1 VTI1A WDR11 WIPI1 WLS XYLT1 YIPF1 YIPF2 YIPF4 YIPF5 YIPF6 YIPF7 ZDHHC14 ZFYVE1 GOCC_GOLGI_ASSOCIATED_VESICLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_GOLGI_ASSOCIATED_VESICLE ACR ADAM10 AFTPH AP1B1 AP1G1 AP1G2 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 AP2A1 AP4B1 APP ARCN1 ATP7A BACE1 CCDC115 CCDC88A CFTR CHIC2 CIDEB CLBA1 CLRN1 CLTA CLTB CLTC CLTCL1 CNGA2 CNGA4 CNGB1 COPA COPB1 COPB2 COPE COPG1 COPG2 COPZ1 COPZ2 CSPG5 DIPK2A DOP1A FURIN GJA1 GOPC GPR89A IGF2R ITM2B KDELR1 KDELR2 KDELR3 LRRK2 MAP6 MAP6D1 NCALD OCRL PACS1 PACSIN1 PI4KA PKD1 RAB12 RAB13 RAB14 RAB27B RAB8A RAB8B RASSF9 RHO RHOQ SCFD1 SCYL1 SLC18A3 SLC2A4 SORT1 SPG21 SPPL2A SPPL2B SPPL2C SPPL3 STEAP2 STK16 STK26 SYNRG TGOLN2 TMED10 TMED2 TMED3 TMED7 TMED9 TMEM199 TYR USE1 ZDHHC13 ZDHHC17 GOCC_GOLGI_ASSOCIATED_VESICLE_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_GOLGI_ASSOCIATED_VESICLE_MEMBRANE AFTPH AP1B1 AP1G1 AP1G2 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 AP2A1 AP4B1 ARCN1 CFTR CLBA1 CLTA CLTB CLTC CLTCL1 CNGA2 CNGA4 CNGB1 COPA COPB1 COPB2 COPE COPG1 COPG2 COPZ1 COPZ2 CSPG5 DIPK2A GJA1 GOPC GPR89A ITM2B KDELR1 KDELR2 KDELR3 NCALD PI4KA PKD1 RASSF9 RHO RHOQ SCYL1 SLC18A3 SPPL2A SPPL2B SPPL2C SPPL3 SYNRG TMED2 TMED3 TMED7 TMEM199 ZDHHC13 ZDHHC17 GOCC_GOLGI_CISTERNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_GOLGI_CISTERNA A3GALT2 ABO ACP3 APH1A ARAP1 ASAP2 ATL1 ATP2C1 B3GALT6 B4GALNT3 B4GALNT4 B4GALT1 B4GALT2 B4GALT3 B4GALT5 B4GALT6 B4GALT7 BCAP31 CANT1 CHPF CHPF2 CHSY1 CHSY3 COG3 CSGALNACT1 CSGALNACT2 FUT1 FUT11 FUT2 FUT3 FUT4 FUT5 FUT6 FUT7 FUT8 GAL3ST2 GAL3ST3 GAL3ST4 GALNT1 GALNT2 GALNT3 GCC1 GCNT1 GGTA1 GOLGA2 GOLGA3 GOLGA5 GOLGA6A GOLGA6B GOLGA6C GOLGA6D GOLGA8A GOLGA8B GOLGA8CP GOLGA8DP GOLGA8G GOLGA8H GOLGA8IP GOLGA8J GOLGA8K GOLGA8M GOLGA8N GOLGA8O GOLGA8Q GOLGA8R GOLGA8S GOLGA8T GOLIM4 GOLPH3 GOLPH3L GOLT1A GOSR1 GPR89A GPR89B HACE1 HID1 HLA-A INPP5E LLGL1 LYSET MAN2A1 MOB4 NAGPA NECAB3 NSG1 NSG2 PITPNM1 PSENEN RAB21 RAB30 RAB34 SAR1B SCFD1 SGMS1 SLC10A7 SLC30A5 SLC30A7 SMPD3 SORL1 SORT1 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST6GAL1 ST6GAL2 STX16 TMED2 TMED3 TMEM115 TMEM59 TMEM87A UXS1 XYLT1 YIPF1 YIPF2 YIPF6 ZDHHC14 GOCC_GOLGI_CISTERNA_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_GOLGI_CISTERNA_MEMBRANE A3GALT2 ABO APH1A ARAP1 ASAP2 ATP2C1 B3GALT6 B4GALNT3 B4GALNT4 B4GALT1 B4GALT2 B4GALT3 B4GALT5 B4GALT6 B4GALT7 BCAP31 CANT1 CHPF CHPF2 CHSY1 CHSY3 COG3 CSGALNACT1 CSGALNACT2 FUT1 FUT11 FUT2 FUT3 FUT4 FUT5 FUT6 FUT7 FUT8 GAL3ST2 GAL3ST3 GAL3ST4 GALNT1 GALNT2 GALNT3 GGTA1 GOLGA2 GOLGA3 GOLGA6A GOLGA6B GOLGA6C GOLGA6D GOLGA8A GOLGA8B GOLGA8CP GOLGA8DP GOLGA8G GOLGA8H GOLGA8IP GOLGA8J GOLGA8K GOLGA8M GOLGA8N GOLGA8O GOLGA8Q GOLGA8R GOLGA8S GOLGA8T GOLIM4 GOLPH3 GOLPH3L GPR89A GPR89B HACE1 INPP5E MOB4 NAGPA NSG1 NSG2 PITPNM1 PSENEN RAB21 SAR1B SCFD1 SLC30A5 SLC30A7 SORT1 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST6GAL1 ST6GAL2 TMED2 TMED3 TMEM115 TMEM87A UXS1 ZDHHC14 GOCC_GOLGI_CIS_CISTERNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_GOLGI_CIS_CISTERNA ATL1 GOLGA2 GOLGA6A GOLGA6B GOLGA6C GOLGA6D GOLGA8A GOLGA8B GOLGA8CP GOLGA8DP GOLGA8G GOLGA8H GOLGA8IP GOLGA8J GOLGA8K GOLGA8M GOLGA8N GOLGA8O GOLGA8Q GOLGA8R GOLGA8S GOLGA8T GOLT1A LLGL1 NECAB3 NSG2 SLC30A5 SLC30A7 SMPD3 TMEM59 XYLT1 GOCC_GOLGI_LUMEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_GOLGI_LUMEN ABCC5 ACAN AGRN AGRP APP BCAN BGLAP BGN BPNT2 CGA CSPG4 CSPG5 DAG1 DCN DEFA1 DEFA1B DEFA3 DEFA4 DEFA5 DEFA6 DEFB1 DEFB103A DEFB103B DEFB4A ERO1A F10 F2 F7 F8 F9 FGF23 FMOD FURIN GAS6 GOLIM4 GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 HS3ST1 HSPG2 INS KERA LALBA LHB LRPAP1 LUM MMP11 MMP14 MMP16 MUC1 MUC12 MUC13 MUC15 MUC16 MUC17 MUC19 MUC2 MUC20 MUC21 MUC3A MUC4 MUC5AC MUC5B MUC6 MUC7 MUCL1 NCAN NGF OGN OMD PCSK5 PCSK6 PDGFA PDGFB PODXL2 PPIL2 PRELP PROC PROS1 PROZ RAB33B RHBDF2 SDC1 SDC2 SDC3 SDC4 SDF4 SOD3 TGFB1 UMOD VCAN VTN WNT1 WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B ZG16 GOCC_GOLGI_MEDIAL_CISTERNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_GOLGI_MEDIAL_CISTERNA B3GALT6 GOSR1 HID1 HLA-A MAN2A1 SLC10A7 ST3GAL1 ST6GAL1 TMEM59 YIPF1 YIPF2 YIPF6 GOCC_GOLGI_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_GOLGI_MEMBRANE A4GALT A4GNT ABCA12 ABCA5 ABCA6 ABCA7 ABCB11 ABCB6 ABCG1 ABO ACBD3 ACER2 ACER3 ADAM10 ADAM17 AGPAT3 AGTRAP AP1B1 AP1G1 AP1G2 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 AP3D1 APH1A APH1B APOO ARCN1 ARF1 ARF3 ARF4 ARFGAP1 ARFGAP2 ARFGAP3 ARFGEF1 ARFGEF2 ARFIP1 ARHGAP21 ARHGAP32 ARL1 ARL3 ARMH3 ARRB1 ASAH2 ASAP1 ATF6 ATF6B ATG9A ATG9B ATL1 ATP2C1 ATP2C2 ATP6AP1 ATP6AP2 ATP6V0A2 ATP6V0B ATP6V0C ATP6V1A ATP6V1D ATP6V1F ATP6V1H ATP7B ATP8A2 B2M B3GALNT1 B3GALNT2 B3GALT1 B3GALT2 B3GALT4 B3GALT5 B3GALT6 B3GALT9 B3GAT1 B3GAT2 B3GAT3 B3GNT2 B3GNT3 B3GNT4 B3GNT5 B3GNT6 B3GNT7 B3GNT8 B3GNT9 B4GALNT1 B4GALNT2 B4GALT1 B4GALT2 B4GALT3 B4GALT4 B4GALT5 B4GALT6 B4GALT7 B4GAT1 BCAP31 BET1 BET1L BLZF1 BSG C1GALT1 C1GALT1C1 C6orf89 CABP1 CAMK1G CASD1 CAV1 CAV2 CAV3 CBFA2T3 CD1E CD55 CD59 CD74 CDC42 CFP CHP1 CHPF CHPF2 CHPT1 CHST1 CHST10 CHST11 CHST12 CHST13 CHST14 CHST15 CHST2 CHST3 CHST4 CHST5 CHST6 CHST7 CHST8 CHST9 CHSY1 CHSY3 CLCC1 CLCN3 CLCN5 CLN3 CLSTN1 CLSTN2 CLSTN3 CNIH1 COG1 COG2 COG3 COG4 COG5 COG6 COG7 COG8 COPA COPB1 COPB2 COPE COPG1 COPG2 COPZ1 COPZ2 CORO7 CRACR2A CREB3 CREB3L3 CREB3L4 CRYZL2P-SEC16B CSGALNACT1 CSGALNACT2 CSPG5 CYTH1 CYTH2 CYTH3 CYTH4 DBNL DENND5A DHCR24 DHH DIPK2A DNM2 DOP1A DOP1B DRD2 DSE DSEL DYNAP EBAG9 ECE2 EEF1AKMT4-ECE2 EGFR EMP2 ENTPD4 ENTPD6 ERC1 ERGIC1 EXT1 EXT2 FAM20B FAM20C FIG4 FKRP FKTN FNDC3A FOLR1 FTCD FURIN FUT1 FUT10 FUT11 FUT2 FUT3 FUT4 FUT5 FUT6 FUT7 FUT8 FUT9 FZD5 GABARAP GABARAPL2 GAD2 GAL3ST1 GALNT1 GALNT10 GALNT11 GALNT12 GALNT13 GALNT14 GALNT15 GALNT16 GALNT17 GALNT18 GALNT2 GALNT3 GALNT4 GALNT5 GALNT6 GALNT7 GALNT8 GALNT9 GALNTL6 GASK1B GBA2 GBF1 GBGT1 GBP1 GBP2 GBP3 GBP4 GBP5 GCC1 GCNT1 GCNT2 GCNT3 GCNT4 GCNT7 GFY GIMAP1 GJA1 GLCE GLG1 GLIPR2 GNAI3 GNPNAT1 GNPTAB GNPTG GOLGA1 GOLGA2 GOLGA3 GOLGA4 GOLGA5 GOLGA7 GOLGA7B GOLGB1 GOLIM4 GOLPH3 GOLPH3L GOLT1A GOLT1B GOPC GORASP1 GORASP2 GOSR1 GOSR2 GPER1 GPR108 GPR89A GPR89B GPSM1 GRM6 HACE1 HAS2 HAS3 HEPACAM2 HHAT HID1 HLA-A HLA-B HLA-C HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G HLA-H HPD HRAS HS2ST1 HS3ST2 HS3ST3A1 HS3ST3B1 HS3ST4 HS3ST5 HS3ST6 HS6ST1 HS6ST2 HUWE1 HYAL2 ICA1 IFNGR2 IFT20 IFT27 IGF2R IHH IL15RA IL17RD INPP5E INS IRGM ITM2B KDELR1 KDELR2 KDELR3 KIAA0319L KIF13A KPNA2 KRAS LALBA LARGE1 LARGE2 LDLRAD4 LEPROT LFNG LITAF LLGL1 LMAN1 LMAN1L LMAN2 LMAN2L LMTK3 LPCAT1 LPCAT2 LRRK2 LST1 LYSET LYSMD3 MALL MAN1A1 MAN1A2 MAN1C1 MAN2A1 MAN2A2 MANEA MANEAL MAP4K2 MAPK8IP3 MARCHF2 MARCHF4 MARCHF8 MARCHF9 MBTPS1 MBTPS2 MFNG MGAT1 MGAT2 MGAT3 MGAT4A MGAT4B MGAT4C MGAT4D MGAT5 MGAT5B MMD2 MMGT1 MOSPD1 MPHOSPH9 MR1 MTOR MYMK MYMX MYO18A NAA60 NAPEPLD NCAM1 NCSTN NDFIP1 NDFIP2 NDST1 NDST2 NDST3 NDST4 NLRP3 NMNAT2 NOS3 NOSIP NOTCH1 NOTCH2 NOTCH3 NOTCH4 NRAS OPTN OSBP OTOF PAQR3 PARM1 PCSK7 PDCD10 PDGFA PDGFB PDGFC PDGFD PGAP2 PGAP3 PGAP4 PI4K2A PI4K2B PI4KB PIKFYVE PITPNB PJA2 PKD1 PKMYT1 PLA2G4A PLCE1 PLD1 PLD3 PLEKHA3 PLEKHA8 PLPP3 PMEPA1 POMGNT1 PRKCI PROS1 PSEN1 PSEN2 PSENEN PTGES2 PXYLP1 PYCARD QPCTL QSOX1 RAB10 RAB11A RAB11FIP3 RAB11FIP5 RAB12 RAB14 RAB1A RAB1B RAB21 RAB26 RAB2A RAB2B RAB30 RAB33A RAB33B RAB36 RAB39A RAB41 RAB6A RAB6B RAB8A RAB9A RAP1GAP RASGRP1 RER1 RFFL RFNG RGP1 RHBDD2 RHBDF1 RHEB RHO RHOD RHOU RIC1 RIC3 RNASEK RND3 RNF121 RNF125 RNF175 RNF24 ROCK1 RRAS2 RTN1 RTN3 RXYLT1 SACM1L SCAMP5 SCAP SCARA3 SCARB2 SCFD1 SCOC SCYL3 SEC16A SEC16B SEC22B SEC23A SERINC3 SGMS1 SGMS2 SH3GL2 SH3GLB1 SHH SLC10A7 SLC16A13 SLC26A9 SLC2A1 SLC30A10 SLC30A5 SLC30A7 SLC30A8 SLC33A1 SLC35A1 SLC35A2 SLC35A3 SLC35A4 SLC35A5 SLC35B2 SLC35B3 SLC35B4 SLC35C1 SLC35D2 SLC39A13 SLC50A1 SLC9A7 SLC9A8 SMPD3 SMPD4 SNAP29 SNAPIN SORL1 SPPL2B SPRING1 SREBF1 SREBF2 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST3GAL5 ST3GAL6 ST6GAL1 ST6GAL2 ST6GALNAC1 ST6GALNAC2 ST6GALNAC3 ST6GALNAC4 ST6GALNAC5 ST6GALNAC6 ST8SIA1 ST8SIA2 ST8SIA3 ST8SIA4 ST8SIA5 ST8SIA6 STEAP2 STEAP4 STING1 STK24 STX10 STX12 STX16 STX18 STX5 STX6 SURF4 SVIP SYBU SYS1 SYT4 TAPBP TAPBPL TBC1D20 TLCD3B TLR3 TLR7 TLR8 TLR9 TMBIM4 TMCO1 TMED10 TMED2 TMED3 TMED7 TMED9 TMEM115 TMEM130 TMEM132A TMEM165 TMEM167A TMEM167B TMEM50B TMEM59 TMEM59L TMEM87A TMEM87B TMF1 TNFRSF1A TNKS TNKS2 TPST1 TPST2 TPTE2 TRAF3IP3 TRAPPC3 TRAPPC4 TRIM23 TRIP11 UBIAD1 UGCG UNC50 UNC93B1 USO1 USP32 UST VAC14 VAMP4 VAPA VPS13B VPS45 VTI1A WHAMM WIPI1 WLS WSCD1 WSCD2 XYLT1 XYLT2 YIF1A YIF1B YIPF6 YKT6 ZDHHC11 ZDHHC12 ZDHHC13 ZDHHC15 ZDHHC17 ZDHHC18 ZDHHC19 ZDHHC2 ZDHHC20 ZDHHC21 ZDHHC22 ZDHHC23 ZDHHC3 ZDHHC4 ZDHHC5 ZDHHC7 ZDHHC8 ZDHHC9 GOCC_GOLGI_STACK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_GOLGI_STACK A3GALT2 ABO ACP3 AKAP9 APH1A ARAP1 ARSL ASAP2 ATL1 ATP2C1 B3GALT6 B4GALNT3 B4GALNT4 B4GALT1 B4GALT2 B4GALT3 B4GALT5 B4GALT6 B4GALT7 BCAP31 CANT1 CHPF CHPF2 CHSY1 CHSY3 CLIP3 CLN3 COG2 COG3 CSGALNACT1 CSGALNACT2 DNMBP FUT1 FUT11 FUT2 FUT3 FUT4 FUT5 FUT6 FUT7 FUT8 GAL3ST2 GAL3ST3 GAL3ST4 GALNT1 GALNT2 GALNT3 GCC1 GCNT1 GGTA1 GOLGA2 GOLGA3 GOLGA5 GOLGA6A GOLGA6B GOLGA6C GOLGA6D GOLGA7 GOLGA8A GOLGA8B GOLGA8CP GOLGA8DP GOLGA8G GOLGA8H GOLGA8IP GOLGA8J GOLGA8K GOLGA8M GOLGA8N GOLGA8O GOLGA8Q GOLGA8R GOLGA8S GOLGA8T GOLGB1 GOLIM4 GOLPH3 GOLPH3L GOLT1A GOSR1 GPR89A GPR89B HACE1 HID1 HLA-A INPP5E LLGL1 LPCAT2 LYPLA2 LYSET MAN2A1 MARCHF4 MARCHF9 MBTPS1 MGAT2 MGAT4A MGAT4B MGAT4D MOB4 NAGPA NECAB3 NSF NSFL1C NSG1 NSG2 OCRL PITPNM1 PLK3 PSENEN RAB14 RAB21 RAB27B RAB30 RAB34 RASIP1 SAR1B SCFD1 SGMS1 SLC10A7 SLC30A5 SLC30A7 SMPD3 SORL1 SORT1 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST6GAL1 ST6GAL2 STX16 SULF1 SULF2 TMBIM4 TMED2 TMED3 TMEM115 TMEM59 TMEM87A TOM1L1 TRAPPC4 USO1 UXS1 VCPIP1 VRK1 XYLT1 YIPF1 YIPF2 YIPF6 ZDHHC14 ZFYVE1 GOCC_GOLGI_TRANSPORT_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_GOLGI_TRANSPORT_COMPLEX CDC42 COG1 COG2 COG3 COG4 COG5 COG6 COG7 COG8 GOCC_GOLGI_TRANS_CISTERNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_GOLGI_TRANS_CISTERNA B4GALT1 GCC1 HID1 SGMS1 ST3GAL1 ST6GAL1 TMEM59 YIPF1 YIPF2 YIPF6 GOCC_GPI_ANCHOR_TRANSAMIDASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_GPI_ANCHOR_TRANSAMIDASE_COMPLEX GPAA1 PIGK PIGS PIGT PIGU GOCC_GRANULAR_COMPONENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_GRANULAR_COMPONENT CARF CDKN2AIP CLEC3B FBL NPM1 RRP1B SURF6 GOCC_GROWTH_CONE_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_GROWTH_CONE_MEMBRANE EXOC4 EXOC7 FLRT3 GAP43 LAMP5 NECTIN1 TRPV2 ZFYVE27 GOCC_GROWTH_FACTOR_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_GROWTH_FACTOR_COMPLEX IGF1 IGFALS IGFBP3 IGFBP5 IGFBP6 PDGFA PDGFB VEGFA GOCC_GTPASE_ACTIVATOR_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_GTPASE_ACTIVATOR_COMPLEX FLCN FNIP2 GNB5 LAMTOR1 LAMTOR2 LAMTOR3 LAMTOR4 LAMTOR5 RRAGA RRAGC SLC38A9 GOCC_GTPASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_GTPASE_COMPLEX GNA11 GNA12 GNA13 GNA14 GNA15 GNAI1 GNAI2 GNAI3 GNAL GNAO1 GNAQ GNAS GNAT1 GNAT2 GNAT3 GNAZ GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG14 GNG2 GNG3 GNG4 GNG5 GNG5B GNG7 GNG8 GNGT1 GNGT2 HRAS RRAGA RRAGB RRAGC RRAGD SOS1 GOCC_GUANYL_NUCLEOTIDE_EXCHANGE_FACTOR_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_GUANYL_NUCLEOTIDE_EXCHANGE_FACTOR_COMPLEX C9orf72 DOCK1 EIF2B3 ELMO1 KNDC1 LAMTOR1 LAMTOR2 LAMTOR3 LAMTOR4 LAMTOR5 PDE3B RAP1A RASGRP3 RGP1 RIC1 SMCR8 WDR41 GOCC_G_PROTEIN_COUPLED_RECEPTOR_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_G_PROTEIN_COUPLED_RECEPTOR_COMPLEX CALCR CALCRL DRD1 DRD2 GABBR1 GABBR2 GPR156 GRM1 RAMP1 RAMP2 RAMP3 GOCC_G_PROTEIN_COUPLED_RECEPTOR_DIMERIC_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_G_PROTEIN_COUPLED_RECEPTOR_DIMERIC_COMPLEX CALCRL GABBR1 GABBR2 GPR156 GRM1 RAMP2 RAMP3 GOCC_H3_HISTONE_ACETYLTRANSFERASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_H3_HISTONE_ACETYLTRANSFERASE_COMPLEX BRD1 BRPF1 BRPF3 ING5 KAT6A KAT6B KAT7 MEAF6 GOCC_H4_H2A_HISTONE_ACETYLTRANSFERASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_H4_H2A_HISTONE_ACETYLTRANSFERASE_COMPLEX ACTB ACTBL2 ACTG1 ACTL6A ACTL6B ACTL9 BRD8 DMAP1 EP400 EPC1 EPC2 ING3 KAT5 MBTD1 MEAF6 MORF4L1 MORF4L2 MRGBP MSL3 MSL3P1 POTEE POTEF POTEI POTEJ POTEKP RUVBL1 RUVBL2 TRRAP VPS72 YEATS2 YEATS4 GOCC_H4_HISTONE_ACETYLTRANSFERASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_H4_HISTONE_ACETYLTRANSFERASE_COMPLEX ACTB ACTBL2 ACTG1 ACTL6A ACTL6B ACTL9 ATF2 BRD8 DMAP1 EP400 EPC1 EPC2 HCFC1 ING3 KANSL1 KANSL1L KANSL2 KANSL3 KAT5 KAT8 MBTD1 MCRS1 MEAF6 MORF4L1 MORF4L2 MRGBP MSL1 MSL2 MSL3 MSL3P1 OGT PHF20 PHF20L1 POTEE POTEF POTEI POTEJ POTEKP RUVBL1 RUVBL2 TRRAP VPS72 WDR5 YEATS2 YEATS4 GOCC_HAPTOGLOBIN_HEMOGLOBIN_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_HAPTOGLOBIN_HEMOGLOBIN_COMPLEX HBA1 HBA2 HBB HBD HBE1 HBG1 HBG2 HBM HBQ1 HBZ HP GOCC_HAUS_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_HAUS_COMPLEX HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 GOCC_HEMIDESMOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_HEMIDESMOSOME COL17A1 DST EPPK1 ERBIN ITGB4 JUP LAMA3 PLEC GOCC_HEMOGLOBIN_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_HEMOGLOBIN_COMPLEX AHSP CYB5R3 HBA1 HBA2 HBB HBD HBE1 HBG1 HBG2 HBM HBQ1 HBZ GOCC_HETEROCHROMATIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_HETEROCHROMATIN ANAPC7 ATRX BAZ1A BAZ1B BAZ2A BEND3 BMI1 CBX1 CBX2 CBX3 CBX5 CBX6 CBX8 CDKN2A CENPA CENPB CENPC CHD5 CHRAC1 DNMT1 DNMT3A DNMT3L EME1 ESCO2 EZH1 EZH2 FLYWCH1 FOXC1 H1-4 H1-5 H2AZ1 HDAC1 HELLS HMGA1 HMGA2 HSF1 IKZF1 INCENP KDM4A KDM4C KDM4D KMT5C LRWD1 MACROH2A1 MBD2 MBD3 MECP2 MORC2 MPHOSPH8 NCAPD3 ORC2 PCGF2 PHC1 PHC2 PML POLE3 RING1 RNF2 RRP1B RRP8 SALL1 SALL4 SIRT1 SIRT2 SIRT6 SMARCA5 SMARCAD1 SNAI1 SUV39H1 SUZ12 TASOR TCP1 TNKS1BP1 TRIM28 UHRF1 UHRF2 WDR76 ZBTB18 ZNF618 GOCC_HFE_TRANSFERRIN_RECEPTOR_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_HFE_TRANSFERRIN_RECEPTOR_COMPLEX B2M BMPR1A BMPR1B HFE HJV TF TFR2 TFRC GOCC_HIGH_DENSITY_LIPOPROTEIN_PARTICLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_HIGH_DENSITY_LIPOPROTEIN_PARTICLE APOA1 APOA2 APOA4 APOA5 APOC1 APOC2 APOC3 APOC4 APOE APOF APOH APOL1 APOM APOO CETP CLU HDLBP HPR LCAT LIPC PLA2G7 PLTP PON1 SAA1 SAA2 SAA4 GOCC_HIPPOCAMPAL_MOSSY_FIBER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_HIPPOCAMPAL_MOSSY_FIBER MAP1B MICAL1 SLC30A3 SLC4A8 TNN GOCC_HIPPOCAMPAL_MOSSY_FIBER_TO_CA3_SYNAPSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_HIPPOCAMPAL_MOSSY_FIBER_TO_CA3_SYNAPSE ADCY1 ADCY8 AKAP7 BACE1 C1QL2 C1QL3 CACNG2 CALB1 CALCA CAPZB CTNND1 DTNBP1 EFNB3 EPHB2 GPER1 GRIK2 GRIK4 GRIK5 GRIN2D LRRTM2 MAL2 NECTIN1 NECTIN3 P2RX3 PDYN PPP3R1 PRKAR1B PTPRD RAPGEF4 RNF19A ROGDI SHANK2 SLC16A7 SLC30A3 SLC39A3 SLC6A9 STXBP5 SYT1 SYT12 SYT7 SYT9 VTI1A GOCC_HISTONE_DEACETYLASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_HISTONE_DEACETYLASE_COMPLEX ACTR6 ANP32E ARID4A ARID4B BRD8 BRMS1 BRMS1L CBX5 CDK2AP1 CDK2AP2 CFDP1 CHD3 CHD4 CHD5 CSNK2A1 DMAP1 DNTTIP1 EP400 GATAD2A GATAD2B HDAC1 HDAC10 HDAC11 HDAC2 HDAC3 HDAC4 HDAC5 HDAC6 HDAC7 HDAC8 HDAC9 HINT1 HR ING1 ING2 ING3 JMJD1C KAT5 KDM3A KDM3B KMT2E MBD2 MBD3 MIDEAS MORF4L1 MTA1 MTA2 MTA3 NCOR1 NRIP1 OGT PHF12 PHF21A RBBP4 RBBP7 RCOR1 RCOR2 RCOR3 RERE RUVBL1 RUVBL2 SAP130 SAP18 SAP30 SAP30L SATB2 SETD5 SIN3A SIN3B SINHCAF SRCAP SUDS3 TAF6L TBL1X TBL1XR1 TBL1Y TET1 TRERF1 TRRAP ZNF217 ZNF541 ZNHIT1 GOCC_HISTONE_METHYLTRANSFERASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_HISTONE_METHYLTRANSFERASE_COMPLEX AEBP2 ASH2L BOD1 BOD1L1 C17orf49 CBX5 CHD8 CXXC1 DPY30 DYDC1 DYDC2 E2F6 EED EPOP EZH1 EZH2 HCFC1 HCFC2 HDAC2 HDAC9 INO80C JARID2 KANSL1 KAT8 KDM6A KDM6B KMT2A KMT2B KMT2C KMT2D LAS1L MAX MCRS1 MEN1 MGA NCOA6 PAGR1 PAXIP1 PELP1 PHF20 PRDM4 PRMT5 PRPF31 RBBP4 RBBP5 RBBP7 RNF2 RUVBL1 RUVBL2 SENP3 SETD1A SETD1B SUZ12 TAF1 TAF4 TAF6 TAF7 TAF9 TEX10 UTY WDR5 WDR5B WDR82 GOCC_HISTONE_PRE_MRNA_3_END_PROCESSING_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_HISTONE_PRE_MRNA_3_END_PROCESSING_COMPLEX ERI1 LSM11 SLBP SNRPB SYNCRIP YBX1 GOCC_HOPS_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_HOPS_COMPLEX VIPAS39 VPS11 VPS16 VPS18 VPS33A VPS33B VPS39 VPS41 VPS8 GOCC_HOST_CELLULAR_COMPONENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_HOST_CELLULAR_COMPONENT CD209 CLEC4M DYNLT1 IFIT1 KPNA2 KPNA3 KPNA6 NMT2 NUP153 GOCC_HRD1P_UBIQUITIN_LIGASE_ERAD_L_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_HRD1P_UBIQUITIN_LIGASE_ERAD_L_COMPLEX DERL1 DERL2 DERL3 RHBDD2 SEL1L SYVN1 GOCC_IGA_IMMUNOGLOBULIN_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_IGA_IMMUNOGLOBULIN_COMPLEX IGHA1 IGHA2 IGKC IGKV3-20 IGLC1 IGLC3 IGLC6 IGLC7 JCHAIN PIGR GOCC_IGA_IMMUNOGLOBULIN_COMPLEX_CIRCULATING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_IGA_IMMUNOGLOBULIN_COMPLEX_CIRCULATING IGHA1 IGHA2 IGKV3-20 JCHAIN PIGR GOCC_IGD_IMMUNOGLOBULIN_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_IGD_IMMUNOGLOBULIN_COMPLEX IGHD IGKC IGLC1 IGLC3 IGLC6 IGLC7 GOCC_IGE_IMMUNOGLOBULIN_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_IGE_IMMUNOGLOBULIN_COMPLEX IGHE IGKC IGLC1 IGLC3 IGLC6 IGLC7 GOCC_IGG_IMMUNOGLOBULIN_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_IGG_IMMUNOGLOBULIN_COMPLEX IGHA1 IGHG1 IGHG2 IGHG3 IGHG4 IGKC IGLC1 IGLC2 IGLC3 IGLC6 IGLC7 IGLL1 IGLL5 GOCC_IGM_IMMUNOGLOBULIN_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_IGM_IMMUNOGLOBULIN_COMPLEX IGHM IGKC IGKV3-20 IGLC1 IGLC3 IGLC6 IGLC7 JCHAIN GOCC_IKAPPAB_KINASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_IKAPPAB_KINASE_COMPLEX CHUK ERC1 IKBKB IKBKG PYCARD PYDC1 TRIM40 GOCC_IMMUNOGLOBULIN_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_IMMUNOGLOBULIN_COMPLEX CD79A CD79B IGHA1 IGHA2 IGHD IGHD1-1 IGHE IGHG1 IGHG2 IGHG3 IGHG4 IGHJ1 IGHM IGHV1-18 IGHV1-24 IGHV1-3 IGHV1-45 IGHV1-58 IGHV1-69 IGHV1-69-2 IGHV1-69D IGHV2-26 IGHV2-5 IGHV2-70 IGHV2-70D IGHV3-11 IGHV3-13 IGHV3-15 IGHV3-16 IGHV3-20 IGHV3-21 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-35 IGHV3-38 IGHV3-43 IGHV3-48 IGHV3-49 IGHV3-53 IGHV3-64 IGHV3-64D IGHV3-66 IGHV3-7 IGHV3-72 IGHV3-73 IGHV3-74 IGHV4-28 IGHV4-31 IGHV4-34 IGHV4-39 IGHV4-4 IGHV4-59 IGHV4-61 IGHV5-10-1 IGHV5-51 IGHV6-1 IGHV7-4-1 IGHV7-81 IGHV8-51-1 IGKC IGKJ1 IGKV1-12 IGKV1-13 IGKV1-16 IGKV1-17 IGKV1-27 IGKV1-37 IGKV1-39 IGKV1-5 IGKV1-6 IGKV1-8 IGKV1-9 IGKV1D-12 IGKV1D-13 IGKV1D-17 IGKV1D-33 IGKV1D-37 IGKV1D-39 IGKV1D-42 IGKV1D-43 IGKV1D-8 IGKV2-24 IGKV2-28 IGKV2-29 IGKV2-30 IGKV2-40 IGKV2D-24 IGKV2D-26 IGKV2D-28 IGKV2D-29 IGKV2D-30 IGKV3-15 IGKV3-20 IGKV3-7 IGKV3D-11 IGKV3D-15 IGKV3D-20 IGKV3D-7 IGKV4-1 IGKV5-2 IGKV6-21 IGKV6D-21 IGKV6D-41 IGLC1 IGLC2 IGLC3 IGLC6 IGLC7 IGLJ1 IGLL1 IGLL5 IGLV1-36 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-50 IGLV1-51 IGLV10-54 IGLV11-55 IGLV2-11 IGLV2-14 IGLV2-18 IGLV2-23 IGLV2-33 IGLV2-8 IGLV3-1 IGLV3-10 IGLV3-12 IGLV3-16 IGLV3-19 IGLV3-21 IGLV3-22 IGLV3-25 IGLV3-27 IGLV3-32 IGLV3-9 IGLV4-3 IGLV4-60 IGLV4-69 IGLV5-37 IGLV5-45 IGLV5-48 IGLV5-52 IGLV6-57 IGLV7-43 IGLV7-46 IGLV8-61 IGLV9-49 JCHAIN LIME1 NCR3LG1 PIGR SYK TMIGD2 GOCC_IMMUNOGLOBULIN_COMPLEX_CIRCULATING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_IMMUNOGLOBULIN_COMPLEX_CIRCULATING IGHA1 IGHA2 IGHE IGHG1 IGHG2 IGHG3 IGHG4 IGHM IGKV3-20 JCHAIN NCR3LG1 PIGR GOCC_IMMUNOLOGICAL_SYNAPSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_IMMUNOLOGICAL_SYNAPSE ALCAM ARHGDIA ATP2B1 BCL10 CARD11 CD28 CD37 CD3E CD53 CD6 CD81 CORO1A CRTAM DLG1 DUSP3 EZR FYB2 GZMA GZMB HAVCR2 HLA-DRA HLA-DRB1 ICAM1 IL4I1 LAT LCK LGALS3 MYH9 NEDD9 NPTN PDCD6IP PRF1 PRKAR1A PRKCQ PTPRJ RHOH SCIMP SCRIB SKAP1 SNX27 SOCS6 STOML2 STX7 VAV3 ZAP70 GOCC_INCLUSION_BODY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_INCLUSION_BODY AGL ARIH1 ATF4 ATXN1 ATXN3 BAG3 BAG5 CABIN1 CARD14 CLU DVL2 EDEM1 EEF2 EPS15 FBXO7 FGR GPX1 GYS1 HAP1 HDAC6 HERPUD1 HOXC9 HOXD3 HSPA1A HSPA1B HSPB7 HTT KEAP1 KLF8 KLHL14 MAPT MIOX MT3 NBN NEFH NEFM NUP153 NUP98 NXF1 PABPN1 PICALM PINK1 POLD1 PRDM16 PRKCQ PRKN PRNP PSEN1 PSMC6 RAD18 RANBP2 RANGAP1 RNF32 SFMBT2 SLC2A14 SLC2A3 SLF1 SNCA SNCB SQSTM1 STRADB STUB1 TDP2 TPR TRIM37 UBD UBQLN1 URB2 WDFY3 XRN2 ZBTB14 GOCC_INHIBITORY_SYNAPSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_INHIBITORY_SYNAPSE CEP112 DTNB GABRA2 GAD1 GAD2 GLRA1 IGSF21 IGSF9 IQSEC3 LHFPL4 NLGN1 NLGN2 NLGN3 NLGN4X NLGN4Y SLC32A1 SYT11 GOCC_INNER_ACROSOMAL_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_INNER_ACROSOMAL_MEMBRANE CD46 EQTN SPACA1 TMEM190 TRIP11 GOCC_INNER_DYNEIN_ARM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_INNER_DYNEIN_ARM DNAH1 DNAH2 DNAH7 DNAI3 DNHD1 GOCC_INNER_KINETOCHORE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_INNER_KINETOCHORE CENPC CENPH CENPI CENPK CENPL CENPM CENPN CENPO CENPP CENPQ CENPS CENPT CENPU CENPW CENPX H3-3A H3-3B ITGB3BP ORC2 GOCC_INNER_MITOCHONDRIAL_MEMBRANE_PROTEIN_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_INNER_MITOCHONDRIAL_MEMBRANE_PROTEIN_COMPLEX AFG3L2 AGK APOO APOOL ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5F1EP2 ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5MGL ATP5MJ ATP5MK ATP5PB ATP5PD ATP5PF ATP5PO BCS1L C15orf48 CHCHD10 CHCHD3 CHCHD6 COX4I1 COX4I2 COX5A COX5B COX6A1 COX6A2 COX6B1 COX6C COX7A1 COX7A2 COX7A2L COX7A2P2 COX7B COX7C COX8A COX8C CYC1 DNAJC11 DNAJC15 DNAJC19 FOXRED1 GRPEL1 GRPEL2 HSPA9 IMMP1L IMMP2L IMMT MCU MCUB MICOS10 MICOS13 MICU1 MICU2 MICU3 MPC1 MPC2 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MTCO2P12 MTX1 MTX2 MTX3 NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA3 NDUFA4 NDUFA4L2 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFAF1 NDUFB1 NDUFB10 NDUFB11 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFC2-KCTD14 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 PAM16 PHB1 PHB2 ROMO1 SAMM50 SDHA SDHB SDHC SDHD SLC25A6 SMDT1 SPG7 TIMM10 TIMM10B TIMM17A TIMM17B TIMM21 TIMM22 TIMM23 TIMM23B TIMM29 TIMM44 TIMM50 TIMM9 TRMT10B UQCR10 UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRFS1P1 UQCRH UQCRHL UQCRQ WDR93 GOCC_INO80_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_INO80_COMPLEX ACTL6A ACTR5 ACTR8 INO80 INO80B INO80C INO80D INO80E MCRS1 NFRKB RUVBL1 RUVBL2 TFPT UCHL5 YY1 GOCC_INO80_TYPE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_INO80_TYPE_COMPLEX ACTL6A ACTR5 ACTR6 ACTR8 ANP32E BRD8 CFDP1 DMAP1 EP400 ING3 INO80 INO80B INO80C INO80D INO80E KAT5 MCRS1 NFRKB RUVBL1 RUVBL2 SRCAP TFPT TRRAP UCHL5 YY1 ZNHIT1 GOCC_INSULIN_LIKE_GROWTH_FACTOR_BINDING_PROTEIN_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_INSULIN_LIKE_GROWTH_FACTOR_BINDING_PROTEIN_COMPLEX IGF1 IGFALS IGFBP3 IGFBP5 IGFBP6 GOCC_INSULIN_RESPONSIVE_COMPARTMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_INSULIN_RESPONSIVE_COMPARTMENT DENND4C MYO5A RAB10 RAB13 RAB4A RAB4B SLC2A4 GOCC_INTEGRATOR_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_INTEGRATOR_COMPLEX INTS1 INTS10 INTS11 INTS12 INTS13 INTS14 INTS15 INTS2 INTS3 INTS4 INTS5 INTS6 INTS6L INTS7 INTS8 INTS9 NIPBL SAGE1 SAGE2P GOCC_INTEGRIN_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_INTEGRIN_COMPLEX EMILIN1 ITGA1 ITGA10 ITGA11 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA6 ITGA7 ITGA8 ITGA9 ITGAD ITGAE ITGAL ITGAM ITGAV ITGAX ITGB1 ITGB2 ITGB3 ITGB4 ITGB5 ITGB6 ITGB7 ITGB8 ITGBL1 LYN PLP1 TSPAN32 GOCC_INTERCALATED_DISC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_INTERCALATED_DISC ACTN1 AKAP6 ANK2 ANK3 ANKRD23 ATP1A2 ATP1B1 CAV3 CDH2 CTNNA1 CTNNA3 CTNNB1 CXADR DES DLG1 DSC2 DSG2 DSP FGF13 FHOD1 FXYD1 GJA1 GJA5 GJC1 ITGB1 JUP KCNA5 KCNJ2 MYH1 NRAP OBSL1 PAK1 PGM5 PIK3CA PKP2 RANGRF SCN1A SCN1B SCN2A SCN4B SCN5A SLC2A1 SLC31A1 SLC8A1 SLC9A1 SPTBN4 TMEM65 VAMP5 VCL YWHAH GOCC_INTERCELLULAR_BRIDGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_INTERCELLULAR_BRIDGE AAMP ACOT12 AGBL5 APC2 CD34 CDC6 CDC7 CDCA8 CENPE CEP55 CHRNA2 CYTH4 DCTN1 DNAJC8 DUSP11 EAF1 EHD2 EPB41 ESRRA FAM50B FAM83D FAN1 FLNC GPX2 GSTM1 GSTM2 GSTM3 GSTM4 GSTM5 HNF4G HSD3B1 HSD3B2 IQCB1 JPT1 KCNV1 KICS2 KIF20A KIF20B KIF2B KLHDC8B KLHL22 KLK6 KRR1 MICAL1 MICAL3 MTUS2 NCAPH2 NGRN NISCH NUDCD2 NUPR1 OLFM4 OPN1SW PARP3 PCIF1 PHLDB1 PHLPP2 PKNOX2 PPP1R13L PRC1 PRKCI PYCR3 QSOX1 RAB11FIP3 RAB35 RBM18 RBM44 RFXANK RMDN3 SEPTIN2 SETX SKA1 SNRNP25 SRA1 TEX14 TMEM9 TPX2 TRIM45 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B UNC119 USB1 WAPL XPA GOCC_INTERCELLULAR_CANALICULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_INTERCELLULAR_CANALICULUS ABCB11 ABCB4 ABCC2 DPP4 MTDH STARD10 GOCC_INTERMEDIATE_FILAMENT_CYTOSKELETON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_INTERMEDIATE_FILAMENT_CYTOSKELETON ADORA2A BBLN BCAS3 BFSP1 BFSP2 CARMIL2 CASP14 CCT8 CLDN11 CLIP1 CLK3 CSNK1A1 DDX60 DES DISC1 DLGAP2 DSP DST DTNA EIF6 EPPK1 EVPL EXD2 FAM83H FBF1 GFAP GPER1 HLA-DRB1 HOXA13 HSDL1 IFFO1 IFFO2 INA ING4 JUP KRT1 KRT10 KRT12 KRT13 KRT14 KRT15 KRT16 KRT17 KRT18 KRT19 KRT2 KRT20 KRT222 KRT23 KRT24 KRT25 KRT26 KRT27 KRT28 KRT3 KRT31 KRT32 KRT33A KRT33B KRT34 KRT35 KRT36 KRT37 KRT38 KRT39 KRT4 KRT40 KRT5 KRT6A KRT6B KRT6C KRT7 KRT71 KRT72 KRT73 KRT74 KRT75 KRT76 KRT77 KRT78 KRT79 KRT8 KRT80 KRT81 KRT82 KRT83 KRT84 KRT85 KRT86 KRT87P KRT9 KRTAP1-1 KRTAP1-3 KRTAP1-4 KRTAP1-5 KRTAP10-1 KRTAP10-10 KRTAP10-11 KRTAP10-12 KRTAP10-2 KRTAP10-3 KRTAP10-4 KRTAP10-5 KRTAP10-6 KRTAP10-7 KRTAP10-8 KRTAP10-9 KRTAP11-1 KRTAP12-1 KRTAP12-2 KRTAP12-3 KRTAP12-4 KRTAP13-1 KRTAP13-2 KRTAP13-3 KRTAP13-4 KRTAP15-1 KRTAP16-1 KRTAP17-1 KRTAP19-1 KRTAP19-2 KRTAP19-3 KRTAP19-4 KRTAP19-5 KRTAP19-6 KRTAP19-7 KRTAP19-8 KRTAP2-1 KRTAP2-3 KRTAP2-4 KRTAP20-1 KRTAP20-2 KRTAP20-3 KRTAP20-4 KRTAP21-1 KRTAP21-2 KRTAP21-3 KRTAP22-1 KRTAP22-2 KRTAP23-1 KRTAP24-1 KRTAP25-1 KRTAP26-1 KRTAP27-1 KRTAP29-1 KRTAP3-1 KRTAP3-2 KRTAP3-3 KRTAP4-1 KRTAP4-11 KRTAP4-12 KRTAP4-16 KRTAP4-2 KRTAP4-3 KRTAP4-4 KRTAP4-5 KRTAP4-6 KRTAP4-8 KRTAP4-9 KRTAP5-1 KRTAP5-10 KRTAP5-11 KRTAP5-2 KRTAP5-3 KRTAP5-4 KRTAP5-5 KRTAP5-6 KRTAP5-7 KRTAP5-8 KRTAP5-9 KRTAP6-1 KRTAP6-2 KRTAP6-3 KRTAP7-1 KRTAP8-1 KRTAP9-1 KRTAP9-2 KRTAP9-3 KRTAP9-4 KRTAP9-6 KRTAP9-7 KRTAP9-8 KRTAP9-9 LDLRAP1 LMNA LMNB1 LMNB2 LMNTD1 LMNTD2 MACF1 MDN1 MICAL1 MMP14 MNS1 MTRR NARF NCKIPSD NDEL1 NDOR1 NEFH NEFL NEFM NES NOL9 NR1I2 NRP1 PADI6 PFDN5 PHLDB2 PJA2 PKN2 PKP1 PKP2 PLEC PNN PPL PRKCE PRPH PSMD10 RAD51 RTN2 S100A8 SAP30BP SCYGR1 SCYGR10 SCYGR2 SCYGR3 SCYGR4 SCYGR5 SCYGR6 SCYGR7 SCYGR8 SCYGR9 SESTD1 SHANK2 SLC1A4 SLC1A6 SMARCA2 STN1 SYCE1L SYNC SYNE2 SYNM TCHP TLK2 UPP2 USP10 VIM VMAC ZNF131 GOCC_INTERPHOTORECEPTOR_MATRIX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_INTERPHOTORECEPTOR_MATRIX EYS IMPG1 IMPG2 RBP3 RTBDN VCAN GOCC_INTERSTITIAL_MATRIX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_INTERSTITIAL_MATRIX ADAMTSL4 CCDC80 COL14A1 ECM2 EGFLAM KAZALD1 NAV2 TNC VIT VWA1 VWC2 GOCC_INTRACELLULAR_CYCLIC_NUCLEOTIDE_ACTIVATED_CATION_CHANNEL_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_INTRACELLULAR_CYCLIC_NUCLEOTIDE_ACTIVATED_CATION_CHANNEL_COMPLEX CNGA1 CNGA2 CNGA3 CNGA4 CNGB1 CNGB3 GOCC_INTRACELLULAR_PROTEIN_CONTAINING_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_INTRACELLULAR_PROTEIN_CONTAINING_COMPLEX ABAT ABTB1 ACTB ACTBL2 ACTG1 ACTL6A ACTL6B ACTL9 ADRM1 AGO1 AGO2 AGO3 AGO4 AHR AHRR AIMP1 AIMP2 AIP AKAP14 AKAP4 AKT1S1 AMBRA1 AMFR AMN1 ANAPC1 ANAPC10 ANAPC11 ANAPC13 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 ANKIB1 ANKRD9 APC APC2 APPBP2 ARIH1 ARIH2 ARMC8 ARNT ARNT2 ASB1 ASB12 ASB2 ASB4 ATF2 ATP23 ATXN7 ATXN7L3 AXIN1 AXIN2 BABAM2 BAG2 BAG3 BARD1 BCAS4 BCL10 BCL3 BCOR BLOC1S1 BLOC1S2 BLOC1S3 BLOC1S4 BLOC1S5 BLOC1S6 BMAL1 BMAL2 BMI1 BORCS5 BORCS6 BORCS7 BORCS8 BRAP BRCA1 BRCA2 BRCC3 BRD1 BRD8 BRPF1 BRPF3 BTRC BUB1B C2orf49 C9orf72 CACYBP CAMK1G CAMK2A CAMK2B CAMK2D CAMK2G CAND1 CARD10 CARD11 CARD9 CBLL1 CBX2 CBX4 CBX6 CBX7 CBX8 CCAR2 CCDC120 CCDC47 CCDC61 CCDC68 CCNF CCNH CCT2 CCT3 CCT4 CCT5 CCT6A CCT6B CCT7 CCT8 CCT8L1P CCT8L2 CDC16 CDC20 CDC20B CDC23 CDC26 CDC27 CDC37 CDC73 CDK7 CDKN1B CENPF CEP128 CEP164 CEP170 CEP83 CEP89 CHRAC1 CIAO1 CIAO2A CIAO2B CIAO3 CKS1B CKS2 CLP1 CNOT1 CNOT10 CNOT11 CNOT2 CNOT3 CNOT4 CNOT6 CNOT6L CNOT7 CNOT8 CNOT9 CNTRL COMMD1 COP1 CPEB3 CRBN CRCP CREBBP CSDE1 CSNK1A1 CSNK2A1 CSNK2A2 CSNK2B CTNNB1 CTNNBIP1 CTR9 CTU1 CUL1 CUL2 CUL3 CUL4A CUL4B CUL5 CUL7 CUL9 CYFIP1 DARS1 DAW1 DCAF1 DCAF10 DCAF11 DCAF12 DCAF12L1 DCAF12L2 DCAF13 DCAF15 DCAF16 DCAF17 DCAF4 DCAF4L1 DCAF4L2 DCAF5 DCAF6 DCAF7 DCAF8 DCAF8L1 DCAF8L2 DCLRE1C DCTN1 DCUN1D1 DCUN1D2 DCUN1D3 DCUN1D4 DCUN1D5 DDA1 DDB1 DDB2 DDX1 DERL1 DERL2 DERL3 DET1 DGCR8 DHX9 DICER1 DMAC2 DMAP1 DNAAF2 DNAJB11 DNAJC9 DOCK1 DPM1 DPM2 DPM3 DR1 DROSHA DTL DTNBP1 DYRK2 DZIP1 ECPAS ECT2 EEF1E1 EIF2B3 EIF4A1 EIF4A2 EIF4B EIF4E EIF4E1B EIF4E2 EIF4E3 EIF4EBP3 EIF4G1 EIF4G2 EIF4G3 EIF4H ELMO1 ELOB ELOC ELP1 ELP2 ELP3 ELP4 ELP5 ELP6 EME1 EME2 ENC1 ENY2 EP300 EP400 EPC1 EPC2 EPRS1 ERCC2 ERCC3 ERCC8 ERN1 FAM8A1 FAM98A FAM98B FAM98C FBF1 FBH1 FBXL12 FBXL13 FBXL14 FBXL15 FBXL16 FBXL17 FBXL18 FBXL19 FBXL2 FBXL20 FBXL21P FBXL3 FBXL4 FBXL5 FBXL6 FBXL7 FBXL8 FBXO10 FBXO11 FBXO15 FBXO17 FBXO2 FBXO21 FBXO24 FBXO25 FBXO27 FBXO3 FBXO31 FBXO32 FBXO33 FBXO38 FBXO39 FBXO4 FBXO42 FBXO44 FBXO45 FBXO48 FBXO6 FBXO7 FBXO8 FBXO9 FBXW11 FBXW4 FBXW5 FBXW7 FBXW8 FEM1A FEM1B FEM1C FMR1 FNTA FTH1 FTL FZR1 GAN GATB GATC GID4 GID8 GLMN GPR37 GSK3A GSK3B GTF2A1 GTF2A1L GTF2A2 GTF2B GTF2E1 GTF2E2 GTF2F1 GTF2F2 GTF2H1 GTF2H2 GTF2H2C GTF2H2C_2 GTF2H3 GTF2H4 GTF2H5 HCFC1 HNRNPU HPS1 HPS3 HPS4 HPS5 HPS6 HSD17B10 HSF1 HSP90AB1 HSPA8 HSPB1 HSPB8 IARS1 IGF2BP1 IKBKG ING3 ING4 ING5 ITPR1 JADE1 JADE2 JADE3 KANSL1 KANSL1L KANSL2 KANSL3 KARS1 KAT14 KAT2A KAT2B KAT5 KAT6A KAT6B KAT7 KAT8 KBTBD6 KBTBD7 KBTBD8 KCTD10 KCTD13 KCTD17 KCTD2 KCTD5 KEAP1 KIF23 KIF2A KLHDC1 KLHDC10 KLHDC2 KLHDC3 KLHL12 KLHL13 KLHL2 KLHL20 KLHL21 KLHL22 KLHL24 KLHL25 KLHL3 KLHL40 KLHL41 KLHL42 KLHL7 KLHL8 KLHL9 KNDC1 KXD1 LAMTOR1 LAMTOR2 LAMTOR3 LAMTOR4 LAMTOR5 LARS1 LAS1L LEO1 LIG4 LMO7 LZTR1 MAD2L2 MAEA MALT1 MAP3K7 MAPKAP1 MARCHF6 MARS1 MAT1A MAT2A MAT2B MAVS MBIP MBTD1 MCM3 MCRS1 MEAF6 MED1 MED10 MED11 MED12 MED17 MED18 MED21 MED27 MED30 MED31 MED6 MED7 MED8 MIB2 MKLN1 MLST8 MMS19 MNAT1 MOCS1 MOCS2 MORF4L1 MORF4L2 MRGBP MRPL44 MSL1 MSL2 MSL3 MSL3P1 MTOR MUS81 MYZAP NAA10 NAA11 NAA15 NAA16 NAA20 NAA25 NAA30 NAA35 NAA38 NAA50 NCBP1 NCBP2 NCBP2L NCBP3 NCCRP1 NEDD4 NFKB1 NFKB2 NFKBIA NHEJ1 NIN NUAK1 NUAK2 ODF2 OGT OS9 OTULIN PAAF1 PAF1 PAXX PCGF1 PCGF2 PCGF3 PCGF5 PCGF6 PCMTD1 PDCD6 PDE3B PDRG1 PEF1 PEX2 PFDN2 PFDN6 PGGT1B PHC1 PHC2 PHC3 PHF20 PHF20L1 PIGM PIGV PIH1D2 POLA1 POLA2 POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POLG POLG2 POLR1A POLR1B POLR1C POLR1D POLR1E POLR1F POLR1G POLR1H POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2J2 POLR2J3 POLR2K POLR2L POLR2M POLR3A POLR3B POLR3C POLR3D POLR3E POLR3F POLR3G POLR3GL POLR3H POLR3K POLRMT POP1 POP4 POP5 POP7 POTEE POTEF POTEI POTEJ POTEKP PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PPP5C PRAME PRAMEF6 PRAMEF9 PRICKLE1 PRIM1 PRIM2 PRIMPOL PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKACA PRKACB PRKACG PRKAG1 PRKAG2 PRKAG3 PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKDC PRKN PRKRA PRORP PRR5 PRR5L PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PSMG1 PSMG2 PTGES3 QARS1 QRSL1 RACGAP1 RAD18 RAD23A RAD23B RAD51 RAG1 RAMAC RAMACL RANBP10 RANBP9 RAP1A RARS1 RASGRP3 RBCK1 RBX1 RCHY1 REV3L RGP1 RHBDD2 RIC1 RICTOR RING1 RMND5A RMND5B RMRP RNASEH2A RNASEH2B RNASEH2C RNF11 RNF14 RNF144A RNF144B RNF168 RNF19A RNF19B RNF2 RNF20 RNF217 RNF31 RNF40 RNF7 RNF8 RNMT RPAP1 RPAP3 RPP14 RPP21 RPP25 RPP25L RPP30 RPP38 RPP40 RPPH1 RPTOR RTCB RTF1 RTRAF RUVBL1 RUVBL2 SCLT1 SDF2 SDF2L1 SEL1L SESN3 SF3B3 SF3B5 SGF29 SHARPIN SIAH1 SKIC8 SKP1 SKP2 SMCR8 SMURF2 SNAPIN SPAG1 SPOP SPOPL SPSB1 SPSB2 SPSB3 SPSB4 STIP1 STK11 STRADA STUB1 SUGT1 SUPT20H SUPT20HL1 SUPT20HL2 SUPT3H SUPT7L SYNCRIP SYVN1 TADA1 TADA2A TADA2B TADA3 TAF1 TAF10 TAF11 TAF11L10 TAF11L11 TAF11L12 TAF11L13 TAF11L14 TAF11L2 TAF11L3 TAF11L4 TAF11L6 TAF11L7 TAF11L8 TAF11L9 TAF12 TAF13 TAF1L TAF2 TAF3 TAF4 TAF4B TAF5 TAF5L TAF6 TAF6L TAF7 TAF7L TAF8 TAF9 TAF9B TARBP2 TBP TBPL1 TCEA1 TCP1 TELO2 TENT2 TERT TMEM183A TMEM183BP TNFAIP1 TNKS1BP1 TOB1 TOPORS TRAF2 TRAF3 TRAF7 TRAPPC1 TRAPPC10 TRAPPC11 TRAPPC12 TRAPPC13 TRAPPC14 TRAPPC2 TRAPPC2B TRAPPC2L TRAPPC3 TRAPPC3L TRAPPC4 TRAPPC5 TRAPPC6A TRAPPC6B TRAPPC8 TRAPPC9 TRMT10C TRPC4AP TRRAP TSC1 TSEN2 TSEN34 TSEN54 TSN TSNAX TSPAN17 TSSK1B TSSK2 TSSK3 TSSK6 TTI1 TXNL1 UBAC1 UBE2A UBE2B UBE2C UBE2D1 UBE2D2 UBE2D3 UBE2D4 UBE2E1 UBE2J2 UBE2L3 UBE2L5 UBE2L6 UBE2N UBE2S UBE2V1 UBE2V2 UBE3A UBE3C UBE3D UBE4A UBE4B UBQLN1 UBR1 UBR2 UBR3 UBXN8 UCHL5 URI1 USP14 USP22 USP33 USP47 UXT VCP VHL VPS72 WDR26 WDR41 WDR5 WDR77 WDR83OS WDTC1 WWP1 WWP2 XRCC4 XRCC5 XRCC6 YBX1 YEATS2 YEATS4 YPEL5 ZBTB8OS ZER1 ZFAND2A ZNF326 ZNFX1 ZSWIM4 ZSWIM5 ZSWIM6 ZSWIM8 ZYG11A ZYG11B ZZZ3 GOCC_INTRACILIARY_TRANSPORT_PARTICLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_INTRACILIARY_TRANSPORT_PARTICLE CLUAP1 IFT122 IFT140 IFT172 IFT20 IFT22 IFT25 IFT27 IFT43 IFT46 IFT52 IFT57 IFT74 IFT80 IFT81 IFT88 TRAF3IP1 TRIM59 TTC21A TTC21B TTC26 TTC30A TTC30B WDR19 WDR35 GOCC_INTRACILIARY_TRANSPORT_PARTICLE_A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_INTRACILIARY_TRANSPORT_PARTICLE_A CLUAP1 IFT122 IFT140 IFT43 TTC21A TTC21B WDR19 WDR35 GOCC_INTRACILIARY_TRANSPORT_PARTICLE_B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_INTRACILIARY_TRANSPORT_PARTICLE_B CLUAP1 IFT172 IFT20 IFT22 IFT25 IFT27 IFT46 IFT52 IFT57 IFT74 IFT80 IFT81 IFT88 TRAF3IP1 TRIM59 TTC26 TTC30A TTC30B GOCC_IRON_SULFUR_CLUSTER_ASSEMBLY_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_IRON_SULFUR_CLUSTER_ASSEMBLY_COMPLEX BOLA1 BOLA2 BOLA2B BOLA3 FDX2 FXN GLRX3 GLRX5 ISCU LYRM4 NDUFAB1 NFS1 GOCC_ISWI_TYPE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ISWI_TYPE_COMPLEX BAZ1A BAZ1B BAZ2A BPTF C17orf49 CECR2 CHRAC1 HMGXB4 POLE3 RBBP4 RBBP7 RSF1 SMARCA1 SMARCA5 GOCC_I_BAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_I_BAND ACTC1 ACTN1 ACTN2 ACTN3 ACTN4 AKAP4 ALDOA ANK1 ANK2 ANK3 ANKRD1 ANKRD2 ANKRD23 ASB2 ATP2B4 BAG3 BIN1 BMP10 C10orf71 CAB39 CACNA1C CACNA1D CACNA1S CAPN3 CASQ1 CASQ2 CAV3 CAVIN4 CFL2 CRYAB CSRP1 CSRP2 CSRP3 CTNNB1 DES DMD DNAJB6 DST FBP2 FBXL22 FBXO22 FBXO32 FERMT2 FHL2 FHL3 FHL5 FHOD3 FKBP1A FKBP1B FLNA FLNB FLNC FRG1 GGPS1 GLRX3 HOMER1 HRC HSPB1 IGFN1 ITGB1BP2 JPH1 JPH2 JUP KAT2B KCNA5 KCNE1 KCNN2 KLHL40 KRT19 KRT8 KY LDB3 MTM1 MYH6 MYH7 MYL12A MYL12B MYL3 MYL9 MYO18B MYOT MYOZ1 MYOZ2 MYOZ3 MYPN MYZAP NEB NEBL NEXN NOS1AP NRAP OBSCN OBSL1 PAK1 PALLD PARVA PARVB PDE4B PDLIM1 PDLIM2 PDLIM3 PDLIM4 PDLIM5 PDLIM7 PGM5 PLEC POLR2M PPP1R12A PPP1R12B PPP2R5A PPP3CA PPP3CB PRICKLE4 PRKD1 PSEN1 PSEN2 REM1 RTN2 RYR1 RYR2 RYR3 SCN1A SCN3B SCN5A SCN8A SLC2A1 SLC4A1 SLC8A1 SMN1 SMN2 SMTNL1 SORBS2 SRI STK11 STUB1 SYNC SYNE2 SYNPO SYNPO2 SYNPO2L TCAP TRIM54 TRIM63 TTN UNC45B XIRP2 GOCC_JUNCTIONAL_MEMBRANE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_JUNCTIONAL_MEMBRANE_COMPLEX BAG5 JPH1 JPH2 JPH3 JPH4 TRDN GOCC_JUNCTIONAL_SARCOPLASMIC_RETICULUM_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_JUNCTIONAL_SARCOPLASMIC_RETICULUM_MEMBRANE AKAP6 CASQ2 JPH1 JPH2 JPH3 JPH4 RYR1 RYR2 TRDN GOCC_JUXTAPARANODE_REGION_OF_AXON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_JUXTAPARANODE_REGION_OF_AXON CNTN2 CNTNAP2 DLG2 DLG4 EPB41L3 KCNA1 KCNA2 KCNAB1 KCNAB2 LGI3 SIRT2 SPTBN4 GOCC_KAINATE_SELECTIVE_GLUTAMATE_RECEPTOR_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_KAINATE_SELECTIVE_GLUTAMATE_RECEPTOR_COMPLEX GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 GOCC_KATANIN_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_KATANIN_COMPLEX KATNA1 KATNAL1 KATNAL2 KATNB1 KATNBL1 GOCC_KERATIN_FILAMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_KERATIN_FILAMENT CASP14 CSNK1A1 EPPK1 FAM83H FBF1 GPER1 KRT1 KRT10 KRT13 KRT14 KRT16 KRT17 KRT18 KRT2 KRT25 KRT3 KRT36 KRT4 KRT5 KRT6A KRT6B KRT6C KRT7 KRT71 KRT72 KRT73 KRT74 KRT75 KRT76 KRT77 KRT78 KRT79 KRT8 KRT80 KRT81 KRT82 KRT83 KRT84 KRT85 KRT86 KRT87P KRT9 KRTAP1-1 KRTAP1-3 KRTAP1-4 KRTAP1-5 KRTAP10-1 KRTAP10-10 KRTAP10-11 KRTAP10-12 KRTAP10-2 KRTAP10-3 KRTAP10-4 KRTAP10-5 KRTAP10-6 KRTAP10-7 KRTAP10-8 KRTAP10-9 KRTAP11-1 KRTAP12-1 KRTAP12-2 KRTAP12-3 KRTAP16-1 KRTAP2-1 KRTAP2-3 KRTAP2-4 KRTAP24-1 KRTAP25-1 KRTAP26-1 KRTAP27-1 KRTAP29-1 KRTAP3-1 KRTAP3-2 KRTAP3-3 KRTAP4-1 KRTAP4-11 KRTAP4-12 KRTAP4-16 KRTAP4-2 KRTAP4-3 KRTAP4-4 KRTAP4-5 KRTAP4-6 KRTAP4-8 KRTAP4-9 KRTAP5-11 KRTAP5-2 KRTAP5-4 KRTAP9-1 KRTAP9-2 KRTAP9-3 KRTAP9-4 KRTAP9-6 KRTAP9-7 KRTAP9-8 KRTAP9-9 TCHP GOCC_KINESIN_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_KINESIN_COMPLEX DISC1 KIF11 KIF12 KIF13A KIF13B KIF14 KIF15 KIF16B KIF17 KIF18A KIF18B KIF19 KIF1A KIF1B KIF1C KIF20A KIF20B KIF21A KIF21B KIF22 KIF23 KIF25 KIF27 KIF28P KIF2A KIF2B KIF2C KIF3A KIF3B KIF3C KIF5A KIF5B KIF5C KIF6 KIF7 KIF9 KIFAP3 KIFC1 KIFC2 KIFC3 KLC1 KLC2 KLC3 KLC4 NDE1 NDEL1 PAFAH1B1 GOCC_KINETOCHORE_MICROTUBULE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_KINETOCHORE_MICROTUBULE BBLN CENPE CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CLASP1 CLASP2 KIF18A KNTC1 RAB11A ZW10 ZWILCH GOCC_KINOCILIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_KINOCILIUM CDC14A CDH23 DCDC2 ELMOD3 GRXCR1 IFT20 KNCN MKKS RSPH9 STRC STRCP1 GOCC_KNL1_SPC105_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_KNL1_SPC105_COMPLEX KNL1 NDC80 NUF2 SPC24 SPC25 ZWINT GOCC_LAMELLAR_BODY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_LAMELLAR_BODY ABCA12 ABCA3 CKAP4 CTSH KLK5 KLK7 KRTDAP LAMP3 NAPSA RAB7A SFTA3 SFTPA1 SFTPA2 SFTPB SFTPC SMPD1 SPINK5 GOCC_LAMELLIPODIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_LAMELLIPODIUM ABI1 ABI2 ABI3 ABITRAM ABLIM1 ABLIM3 ACTA1 ACTA2 ACTB ACTC1 ACTG2 ACTR3 AIF1 AJUBA AKT1 ALS2 AMOT ANGPTL3 ANTXR1 APBB1 APBB1IP APBB2 APC APC2 ARAP3 ARHGAP31 ARHGEF6 ARHGEF7 ARPC2 ARPC3 ARPC5 ARPIN AVIL BAIAP2 BCAR1 BRK1 CAPG CAPRIN1 CAPZB CARMIL1 CARMIL2 CARMIL3 CCDC88A CD177 CD44 CDC42BPA CDC42BPB CDH1 CDH2 CDK5 CFL1 CIB1 CLRN1 CORO1A CORO1B CORO1C CSPG4 CTNNA1 CTNNA3 CTNNB1 CTNND1 CTTN CTTNBP2NL CYFIP1 DAG1 DBNL DDX3X DGKZ DOCK8 DPP4 DPYSL3 DUSP22 ENAH EPHA2 EVL FAM89B FAP FAT1 FER FERMT2 FGD1 FGD2 FGD3 FGD4 FGD5 FGD6 FLOT1 FLOT2 FSCN1 FSCN3 GDPD2 GIT1 GSN HAX1 IGF2BP1 ILK INPPL1 IQGAP2 ITGAV ITGB1 ITGB1BP1 ITGB3 ITSN1 KCNA2 KITLG KLHL2 KPTN LIMK1 MCC MEFV MTSS2 MYH10 MYLK MYO10 MYO1G MYO9B NCKAP1 NEDD9 NF2 NHS NME2 NRBP1 P4HB PABPC1 PAK1 PALLD PARVA PARVB PDLIM4 PDPN PDXP PHACTR4 PHPT1 PIEZO1 PIK3CA PIP5K1A PKD2 PKN2 PLCE1 PLCG1 PLEK2 PLEKHG5 PLEKHH2 PLXND1 PODXL PPP1R9B PSTPIP1 PTK2B PTPN13 PTPRM PTPRO PXN RAB13 RAB3IP RAC1 RAC2 RAC3 RAPGEF3 RAPH1 RDX RHOA RNH1 ROCK1 RUFY3 SCRIB SCYL3 SH3BP1 SH3RF1 SHTN1 SLC39A6 SLC9A1 SNAP25 SNX1 SNX2 SORBS2 SPATA13 SPEF1 SRGAP2 SSH1 STMN2 STX2 STX3 STX4 SWAP70 SYNE2 TESC TESK1 TIAM2 TRPV4 TSC1 TUBB3 TWF2 UNC5C VAMP7 VASP VIL1 WASF1 WASF2 WASF3 WASH3P WASL GOCC_LAMELLIPODIUM_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_LAMELLIPODIUM_MEMBRANE ANTXR1 APC2 CD44 CFL1 CSPG4 DOCK8 DPP4 EPHA2 FAP FERMT2 ITGAV ITGB3 KCNA2 NCKAP1 PDPN PDXP PIEZO1 PLEK2 PLXND1 SLC39A6 SYNE2 VASP GOCC_LAMININ_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_LAMININ_COMPLEX LAMA1 LAMA3 LAMA5 LAMB1 LAMB2 LAMB3 LAMC1 LAMC2 NTN4 GOCC_LAMIN_FILAMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_LAMIN_FILAMENT EIF6 LMNA LMNB1 LMNTD2 NARF GOCC_LARGE_RIBOSOMAL_SUBUNIT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_LARGE_RIBOSOMAL_SUBUNIT GADD45GIP1 MPV17L2 MRPL1 MRPL10 MRPL11 MRPL12 MRPL13 MRPL14 MRPL15 MRPL16 MRPL17 MRPL18 MRPL19 MRPL2 MRPL20 MRPL21 MRPL22 MRPL23 MRPL24 MRPL27 MRPL28 MRPL3 MRPL30 MRPL32 MRPL33 MRPL34 MRPL35 MRPL36 MRPL37 MRPL38 MRPL39 MRPL4 MRPL40 MRPL41 MRPL42 MRPL43 MRPL44 MRPL45 MRPL46 MRPL47 MRPL48 MRPL49 MRPL50 MRPL51 MRPL52 MRPL53 MRPL54 MRPL55 MRPL57 MRPL58 MRPL9 MRPS18A MRPS30 MTERF4 NHP2 NPM1 NSUN3 NSUN4 RPL10 RPL10A RPL10L RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL23 RPL23A RPL24 RPL26 RPL26L1 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL36AL RPL37 RPL37A RPL37AP8 RPL38 RPL39 RPL39L RPL39P5 RPL3L RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL7L1 RPL8 RPL9 RPLP0 RPLP0P6 RPLP1 RPLP2 RSL1D1 SNU13 UBA52 ZCCHC17 GOCC_LATERAL_ELEMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_LATERAL_ELEMENT BLM BRCA1 BRCA2 DMC1 INCENP KASH5 MEI4 RAD51 REC8 SMC1B SMC3 SYCP2 SYCP2L SYCP3 GOCC_LATERAL_PART_OF_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_LATERAL_PART_OF_CELL GPSM2 KCNE3 KCNQ1 NUMA1 SLC26A5 GOCC_LATERAL_PLASMA_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_LATERAL_PLASMA_MEMBRANE ABCC1 ANK3 ANXA1 APC ARL2 ATP1A1 ATP1B1 ATP1B2 ATP6V1B1 AXIN1 BVES C1QTNF5 CDH1 CEACAM1 CLDN1 CLDN12 CLDN15 CLDN18 CLDN3 CLDN4 CLDN5 CLDN7 CORO1C CTNNB1 DLG1 DMD DRD2 DSG1 DSG2 DVL1 DVL2 EPCAM ERBB3 FGF13 FZD3 GJB1 GJB2 GNA12 GPSM2 IQGAP1 IQGAP3 KCNB1 MARK2 MPP7 MTCL1 MYO1A MYO1C NKD2 NSG1 NUMA1 PKD1 PPP2R1A PTPRO RAB13 SCN5A SLC12A2 SLC16A1 SLC16A3 SLC22A1 SLC26A5 SLC26A7 SLC6A9 SNTA1 TACSTD2 TBCD VANGL1 VANGL2 GOCC_LATE_ENDOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_LATE_ENDOSOME ABCA3 ABCA5 ABCB6 ABHD6 ACP3 ADAM30 ANKRD13A ANKRD13B ANKRD13D ANKRD27 ANXA2 ANXA6 ANXA8 AP1AR AP5B1 AP5M1 AP5S1 AP5Z1 APOA5 APOE ARL8A ARL8B ASTN2 ATG9A ATP10B ATP13A2 ATP13A3 ATP13A4 ATP13A5 ATP7A ATP7B ATP9A B2M BACE1 BAIAP3 BLTP3A BST2 CCZ1 CCZ1B CD1E CD300LG CD63 CD68 CD74 CD79A CDIP1 CHID1 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CLCN3 CLCN4 CLCN6 CLEC16A CLN3 CLTCL1 COLEC10 CRHBP CST7 CTNS CTSH CTSL CTSS CXCR4 CYB561A3 DDIT3 DENND10 DERL1 DERL2 DYNC1LI2 DYSF ECPAS EGFR ELAPOR1 ENTREP1 EXOC8 F2R FIG4 FYCO1 GALNTL5 GFRA1 GIMAP5 GOSR2 GRIN2B GRN HDAC6 HGS HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HSPA8 HTT IFITM2 IFITM3 IFNAR1 IGF2R IL12A IL12B INSR IRGM KCNQ1 KIDINS220 LAMP1 LAMP2 LAMP3 LAMP5 LAMTOR1 LAMTOR2 LAMTOR3 LAMTOR4 LAMTOR5 LAPTM4A LAPTM4B LDLR LGMN LITAF LITAFD LRAT LRRK2 M6PR MAGI2 MAP1LC3A MAP2K1 MAP2K2 MAPK1 MAPK3 MARCHF1 MARCHF8 MBL2 MCOLN1 MCOLN2 MCOLN3 MFSD12 MICALL1 MITD1 MMD MON1A MON1B MR1 MREG MTM1 MVB12A MVB12B MYO5A NAPSA NBR1 NDFIP2 NEDD4L NMNAT2 NPC1 NSG1 NSG2 NTRK1 OSBPL11 OSBPL1A OSBPL9 PARM1 PCSK9 PGA3 PGA4 PGA5 PIK3C3 PIK3R4 PIKFYVE PIP4P1 PIP4P2 PLD1 PLD3 PLEKHM1 PMEL PRKAR1A PRKAR1B PSAP PXK RAB11A RAB14 RAB22A RAB27A RAB27B RAB7A RAB7B RAB9A RAB9B RAP1A RAPGEF2 RASGEF1B RHOB RILP RMC1 RNF128 RNF13 RNF133 RNF148 RNF149 RUBCN SCARB2 SDF4 SFTPA1 SFTPA2 SFTPB SFTPC SFTPD SIGLEC1 SLA2 SLC11A1 SLC11A2 SLC17A8 SLC1A1 SLC29A3 SLC2A4 SLC30A2 SLC30A3 SLC30A4 SLC31A1 SLC31A2 SLC38A9 SLC39A14 SLC9A6 SLC9A8 SLC9A9 SMIM22 SMO SNF8 SNX14 SNX16 SORL1 SPAAR SPPL2A SQSTM1 SRC STARD3 STARD3NL STEAP3 STOML1 STX7 STX8 TCIRG1 TF TICAM2 TMEM106B TMEM163 TMEM165 TMEM192 TMEM230 TMEM25 TMEM30A TMEM59 TMEM9 TPCN2 TPT1 TSG101 TSPAN15 TTPA UBXN6 UNC13D UVRAG VAC14 VAMP5 VAMP7 VAMP8 VIPAS39 VOPP1 VPS11 VPS13C VPS16 VPS18 VPS26B VPS28 VPS29 VPS33A VPS33B VPS35 VPS36 VPS37A VPS37B VPS37C VPS37D VPS39 VPS41 VPS4A VPS4B VPS8 VTA1 VTI1A VTI1B WASHC1 WDR48 WDR81 WDR91 YIPF1 YIPF2 ZFYVE26 ZMPSTE24 ZP2 GOCC_LATE_ENDOSOME_LUMEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_LATE_ENDOSOME_LUMEN CTSH IL12A IL12B NAPSA PGA3 PGA4 PGA5 SFTPB SFTPC GOCC_LATE_ENDOSOME_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_LATE_ENDOSOME_MEMBRANE ABCA3 ABCA5 ABCB6 ABHD6 ADAM30 ANXA2 ANXA6 ANXA8 AP5M1 AP5S1 ARL8A ARL8B ATG9A ATP10B ATP13A2 ATP13A3 ATP13A4 ATP13A5 ATP9A B2M BAIAP3 CD300LG CD63 CD68 CDIP1 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CLCN3 CLCN4 CLCN6 CLN3 CYB561A3 ELAPOR1 ENTREP1 FIG4 GALNTL5 GIMAP5 GOSR2 HGS HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 IFITM2 IFITM3 IRGM LAMP1 LAMP2 LAMP3 LAMP5 LAMTOR1 LAMTOR2 LAMTOR3 LAMTOR4 LAMTOR5 LAPTM4A LAPTM4B LITAF LITAFD MARCHF1 MARCHF8 MCOLN1 MCOLN2 MCOLN3 MICALL1 MITD1 MMD MR1 MREG MVB12A MVB12B NDFIP2 NPC1 NSG1 NSG2 NTRK1 OSBPL11 OSBPL9 PIKFYVE PIP4P1 PIP4P2 PLD1 PLD3 PLEKHM1 PMEL RAB27A RAB27B RAB7A RAB7B RHOB RILP RMC1 RNF13 SCARB2 SLC11A1 SLC11A2 SLC1A1 SLC29A3 SLC30A3 SLC30A4 SLC31A1 SLC31A2 SLC38A9 SLC39A14 SLC9A6 SLC9A8 SLC9A9 SNF8 SNX14 SNX16 SORL1 SPAAR SPPL2A STARD3 STARD3NL STOML1 TICAM2 TMEM106B TMEM163 TMEM165 TMEM30A TMEM59 TMEM9 TPCN2 TSG101 TSPAN15 UBXN6 VAC14 VAMP7 VAMP8 VOPP1 VPS11 VPS13C VPS16 VPS18 VPS28 VPS33A VPS33B VPS36 VPS37A VPS37B VPS37C VPS37D VPS39 VPS41 VPS4A VPS4B VTI1A VTI1B WDR81 WDR91 YIPF1 YIPF2 ZMPSTE24 GOCC_LEADING_EDGE_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_LEADING_EDGE_MEMBRANE ABCA7 ADAM17 ADGRE2 ADGRV1 ADORA1 ADORA2A AIF1 AIF1L AKAP5 AKT2 AMPH ANK1 ANTXR1 APC APC2 APPL2 ARF4 ARHGAP44 ARHGAP45 ARHGEF2 ARHGEF4 ATF4 ATP2B2 ATP6AP2 BMX C2CD5 CD44 CDC42 CDKL5 CFL1 CHRNA7 CIB1 CLASP2 CLCN3 CLRN2 CNTNAP2 CORO1C CSPG4 DAGLA DDN DIAPH1 DLC1 DOCK8 DPP4 EEF1A1 EGFR EPB41L3 EPB41L5 EPHA2 EPS8 EPS8L1 EPS8L2 EPS8L3 ERBB2 EZR FAM107A FAP FERMT1 FERMT2 FGD2 FGD5 FGR GABBR1 GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRE GABRG1 GABRG2 GABRG3 GPER1 GRIA1 HIP1R HPCA IFIT5 INPP5K INSR ITGA5 ITGA8 ITGAV ITGB1 ITGB3 JCAD KANK1 KCNA2 KCNB1 KCNC1 KCNC2 KCNC3 KCNC4 KSR1 LAMP5 LCP1 MACF1 MAPT MPP2 MTMR6 MTMR9 MTSS2 MYO1C MYO1D MYO1G MYO6 NCKAP1 NF2 NME1 OPRD1 PACSIN1 PACSIN2 PAK1 PDE4A PDE9A PDPN PDXP PIEZO1 PIP5K1A PIP5K1C PLA2G4F PLCG1 PLCG2 PLEK PLEK2 PLEKHA1 PLEKHO1 PLXND1 PPP1R9B PSD PSD2 PSD3 PSD4 PTPRJ PTPRK RAB34 RAC1 RASGRP2 RHOA RIGI RIPOR2 ROBO2 RPS3 SCIMP SGCE SH2D3C SH3BGRL3 SH3YL1 SHISA6 SHISA7 SHISA8 SHISA9 SLC12A5 SLC1A2 SLC39A6 SLC9A5 SNTG1 SPATA13 SPRY2 SPRY4 SPTBN1 SRC STX4 SYNE2 TACR3 TESC THEM4 THY1 TIAM1 TIRAP TLN1 TPM1 TRPV1 TRPV4 TWF1 UNC5A USH2A VASP VEZT WWC1 GOCC_LEWY_BODY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_LEWY_BODY ARIH1 ATF4 FBXO7 GPX1 HERPUD1 PINK1 PRKN SQSTM1 GOCC_LIPID_DROPLET https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_LIPID_DROPLET ABHD4 ABHD5 ACSL3 ACSL4 ADIG AIFM2 ALDH3B2 ALOX15 ANXA2 APOB AQP10 AQP7 ATG2A ATG2B AUP1 BCAP31 BSCL2 C18orf32 CAV1 CES1 CHKA CIDEA CIDEB CIDEC CKAP4 CLDN11 CLSTN3 CTDNEP1 CYB5R3 DGAT2 DHRS3 EDA EHD1 FAAH2 FABP4 FAF2 FIG4 G0S2 GAPDH GBF1 GIMAP2 GIMAP7 HILPDA HSD17B11 HSD17B13 HSD3B7 IRAK1 LDAF1 LDAH LIPE LMLN LPCAT1 LPCAT2 LSS METTL7A METTL7B NSDHL OR6C6 OSBPL2 PISD PITPNM1 PLA2G4C PLIN1 PLIN2 PLIN3 PLIN4 PLIN5 PNPLA1 PNPLA2 PNPLA3 PNPLA4 PNPLA5 PNPLA7 PRPF19 RAB18 RAB3GAP1 RAB40A RAB40C RAB5C RAB7A RAP1B RBP1 RDH10 RNF213 RSAD2 SCCPDH SDR16C5 SET SETSIP SIGMAR1 SMPD1 SPART SPAST STARD13 SYNGR2 TMEM135 TRAF6 TSC1 UBE2G2 VCP VPS13A VPS13C ZFYVE1 ZW10 GOCC_LIPOPOLYSACCHARIDE_RECEPTOR_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_LIPOPOLYSACCHARIDE_RECEPTOR_COMPLEX CD14 HSPD1 LY96 TLR4 TRIL GOCC_LOW_DENSITY_LIPOPROTEIN_PARTICLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_LOW_DENSITY_LIPOPROTEIN_PARTICLE APOA5 APOB APOBR APOC2 APOE APOF APOM APOO LDLR LSR MSR1 PLA2G7 SELENOS GOCC_LSM1_7_PAT1_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_LSM1_7_PAT1_COMPLEX LSM1 LSM2 LSM3 LSM5 LSM7 GOCC_LSM2_8_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_LSM2_8_COMPLEX LSM2 LSM3 LSM4 LSM5 LSM6 LSM7 LSM8 GOCC_LUMENAL_SIDE_OF_ENDOPLASMIC_RETICULUM_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_LUMENAL_SIDE_OF_ENDOPLASMIC_RETICULUM_MEMBRANE BCAP31 CALR CANX CD74 HLA-A HLA-B HLA-C HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G HLA-H HM13 PKD2 SPPL2A SPPL2B SPPL2C SPPL3 TAPBP GOCC_LUMENAL_SIDE_OF_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_LUMENAL_SIDE_OF_MEMBRANE AQP2 BCAP31 BDH1 CALR CANX CD74 COA8 CTSA DNAJC19 HLA-A HLA-B HLA-C HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G HLA-H HM13 HSPA8 NDUFAF5 NOA1 PAM16 PKD2 SPPL2A SPPL2B SPPL2C SPPL3 TAPBP GOCC_LYSOSOMAL_LUMEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_LYSOSOMAL_LUMEN ACAN ACP2 AGRN APOB ARSA ARSB ASAH1 ATP13A2 BCAN BGN CBLIF CD1E CD74 CHID1 CSF3 CSPG4 CSPG5 CTSA CTSB CTSD CTSF CTSK CTSL CTSS CTSV CUBN DCN EPDR1 FASLG FMOD FUCA1 GAA GALC GALNS GBA1 GC GLA GLB1 GM2A GNS GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 GUSB GYG1 HEXA HEXB HGSNAT HPSE HSP90AA1 HSPA8 HSPG2 HYAL1 IDS IDUA IFI30 KERA LAMP2 LGMN LIPA LUM MAN2B1 MAN2B2 MANBA NAAA NAGLU NCAN NEU1 NEU4 NPC2 NSG1 NSG2 OGN OMD PDGFRB PLBD2 PLD3 PPT1 PPT2 PRELP PSAP RNASET2 SCARB2 SDC1 SDC2 SDC3 SDC4 SERPINB13 SGSH SMPD1 SPACA7 TCN2 TPP1 TXNDC5 VCAN GOCC_L_TYPE_VOLTAGE_GATED_CALCIUM_CHANNEL_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_L_TYPE_VOLTAGE_GATED_CALCIUM_CHANNEL_COMPLEX CACNA1C CACNA1D CACNA1S CACNA2D1 CACNB1 CACNB2 CACNB3 CACNG1 CACNG4 CACNG6 CACNG7 CACNG8 GOCC_MAIN_AXON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MAIN_AXON ADORA1 ADORA2A ANK1 ANK3 BIN1 C9orf72 CD40 CHRNA7 CLDN5 CNGA3 CNTN2 CNTNAP1 CNTNAP2 CRHBP DAG1 DAGLA DLG1 DLG2 DLG4 EPB41L3 ERMN GABBR1 GJC2 HAPLN2 IQCJ-SCHIP1 KCNA1 KCNA2 KCNA4 KCNAB1 KCNAB2 KCNC1 KCNC2 KCNQ2 KCNQ3 LGI1 LGI3 LRRC7 MAG MAP1A MAP1B MAP2 MAPT MBP MYO1D MYOC NAV1 NCMAP NFASC NRCAM PARD3 ROBO2 SCN1A SCN1B SCN2A SCN8A SIRT2 SLC1A2 SPOCK1 SPTBN1 SPTBN4 THY1 TIAM1 TNFRSF1B TRIM46 TUBB4A UCN UCN3 GOCC_MALE_GERM_CELL_NUCLEUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MALE_GERM_CELL_NUCLEUS ACTL7A ACTRT3 ADAD1 AIRE ANKRD17 ANKRD37 BRCA1 CDK2 CDK7 CTCF DAZAP1 GTF2A1L H1-9P H2AX HSPA2 KDM3A LIMK1 MAEL MLH1 MLH3 MORC1 PATZ1 PCNA PRM2 RAD51 RAN REC8 SMARCC1 SPAG8 SPATA24 STPG4 SYCP1 TAF10 TAF3 TAF4 TAF7 TBP TBPL1 TCFL5 TERF2 TERF2IP TESMIN TNP1 TOP1 TOP2A TOPBP1 TRIM24 TRIP13 TSN ZBTB16 ZFPM2 ZMYND15 GOCC_MALE_PRONUCLEUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MALE_PRONUCLEUS CBX1 CCNA2 DPPA3 METTL23 RIF1 STPG4 TBP TET3 GOCC_MANCHETTE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MANCHETTE C9orf24 CCDC181 CCDC38 CEP131 CFAP221 IFT20 IQCG LRGUK LZTFL1 MEIG1 PACRG PPP1R42 RAN RIMBP3 RIMBP3B RIMBP3C SNAPIN SPAG17 SPEF2 STRBP GOCC_MANNOSYLTRANSFERASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MANNOSYLTRANSFERASE_COMPLEX DPM1 DPM2 DPM3 PIGM PIGV GOCC_MATRIX_SIDE_OF_MITOCHONDRIAL_INNER_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MATRIX_SIDE_OF_MITOCHONDRIAL_INNER_MEMBRANE BDH1 COA8 DNAJC19 NDUFAF5 NOA1 PAM16 GOCC_MCM_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MCM_COMPLEX MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 MCM9 GOCC_MCRD_MEDIATED_MRNA_STABILITY_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MCRD_MEDIATED_MRNA_STABILITY_COMPLEX CSDE1 HNRNPD PABPC1 PAIP1 SYNCRIP GOCC_MEDIATOR_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MEDIATOR_COMPLEX BCLAF1 BCLAF3 CCNC CDK8 HAVCR2 MED1 MED10 MED11 MED12 MED12L MED13 MED13L MED14 MED15 MED16 MED17 MED18 MED19 MED20 MED21 MED22 MED23 MED24 MED25 MED26 MED27 MED28 MED29 MED30 MED31 MED4 MED6 MED7 MED8 MED9 PPARGC1B THRAP3 GOCC_MEIOTIC_COHESIN_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MEIOTIC_COHESIN_COMPLEX RAD21 RAD21L1 REC8 SMC1A SMC1B SMC3 STAG3 GOCC_MEIOTIC_SPINDLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MEIOTIC_SPINDLE ASPM AURKA BORA CNTRL FBXO5 HSPA2 INCENP KASH5 MAPK15 RPS6KA2 RSPH1 SEPTIN1 SHCBP1L SIRT2 TUBB8 GOCC_MEMBRANE_ATTACK_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MEMBRANE_ATTACK_COMPLEX C5 C6 C7 C8A C8B C8G C9 GOCC_MEMBRANE_COAT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MEMBRANE_COAT AFTPH AP1B1 AP1G1 AP1G2 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 AP3B1 AP3B2 AP3D1 AP3M1 AP3M2 AP3S1 AP3S2 AP4B1 AP4E1 AP4M1 AP4S1 AP5B1 AP5M1 AP5S1 AP5Z1 ARCN1 ARL6 BAIAP2L2 BTBD8 CHMP1B CHMP2A CHMP4A CHMP4B CIDEB CLBA1 CLINT1 CLTA CLTB CLTC CLTCL1 COPA COPB1 COPB2 COPE COPG1 COPG2 COPZ1 COPZ2 DIPK2A DNM1 ENTHD1 EPN1 EPN2 EPN3 EPS15 EPS15L1 IGF2R KCNQ5 KLHL12 MYCBPAP NCALD NECAP1 NECAP2 PDCD6 PEF1 PICALM SAR1A SAR1B SCLT1 SCN10A SCYL1 SEC13 SEC23A SEC23B SEC24A SEC24B SEC24C SEC24D SEC31A SEC31B SGIP1 SLC18A3 STON1 STON2 SYNJ1 SYNRG TMED3 TMED7 VPS18 VPS39 GOCC_MEMBRANE_MICRODOMAIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MEMBRANE_MICRODOMAIN ABCA1 ABCB4 ABCG2 ACE2 ADAM17 ADCY1 ADCY2 ADCY8 ADCYAP1R1 ADD2 ADGRG1 ADRA1A ADRA1B ADTRP AHNAK AKAP5 AKAP6 ANGPT1 ANXA2 APP ARC ARID3A ARID3C ASAH2 ATP1A1 ATP1A2 ATP1A4 ATP2B4 ATP5F1A BAALC BACE1 BCL10 BMPR1A BMPR2 BST2 BTK BVES CAPN2 CARD11 CAV1 CAV2 CAV3 CAVIN1 CAVIN2 CAVIN3 CAVIN4 CBL CBLB CBLC CD14 CD177 CD19 CD1A CD226 CD24 CD320 CD36 CD4 CD48 CD55 CD79A CD8A CDH1 CDH13 CDH15 CDH2 CHP1 CHRNA3 CHRNA7 CHRNB2 CLIP3 CLN3 CLN6 CNR1 CORO1C CR1 CTNNA1 CTNNB1 CTSD CXADR DAG1 DLC1 DLG1 DLL1 DMD DPP4 EEIG1 EFHD2 EFNA5 EFNB1 EGFR EHD2 EMP2 EPHB1 ERLIN1 ERLIN2 EZR F2R FAIM2 FAS FASLG FLOT1 FLOT2 FURIN FXYD1 FYB2 FYN GAB2 GASK1A GHSR GJA1 GLIPR1L1 GP2 GP6 GPC1 GPM6B HAS2 HCK HDAC6 HK1 HPSE HTR2A HYAL2 ICAM1 IGF1R IKBKB IL6ST INPP5D INSR IRS1 ITGAM ITGB1 ITGB2 ITLN1 JAK2 KCNA3 KCNA5 KCND2 KCNE1 KCNE3 KCNMA1 KCNQ1 KDR KIF18A LAMP2 LAMTOR1 LAT LAT2 LAX1 LCK LCP2 LDHB LIPE LRP4 LRP6 LRP8 LRRK2 LY6K LYN LYPD4 LYPD6 MAG MAL MAL2 MALL MAPK1 MAPK3 MAPT MFAP3 MLC1 MME MS4A1 MS4A4A MYADM MYO1A MYO1C MYOF NEU3 NFAM1 NOS1 NOS1AP NOS3 NPC1 NPHS2 NTSR1 OLR1 ORAI1 PACSIN2 PAG1 PARK7 PDPN PECAM1 PGK1 PI4K2A PIKFYVE PLCG2 PLPP1 PLPP2 PLPP3 PLSCR1 PLVAP PODXL PPP2CA PPP2R1B PPT1 PRKACA PRKAR1A PRKAR2A PRNP PROM2 PRTN3 PSEN1 PSEN2 PTCH1 PTGIS PTGS2 PTPRC RAB5A RANGRF RAP1B RAP2B RFTN1 RGMB RHOQ RIT2 RTN4R RTN4RL1 RTN4RL2 S100A10 S1PR1 SCARB1 SCN5A SDCBP SELE SELPLG SERPINH1 SGCA SHH SKAP1 SLC1A1 SLC1A2 SLC22A6 SLC2A1 SLC2A4 SLC39A6 SLC6A3 SLC6A4 SLC9A1 SMO SMPD2 SMURF2 SORBS1 SPRED1 SRC STIM1 STOM STOML1 STOML2 STOML3 STX12 SULF1 SYNJ2 TDGF1 TEK TEX101 TFPI TGFBR1 TGFBR2 THY1 TLR1 TLR2 TLR6 TNF TNFRSF10A TNFRSF11A TNFRSF1A TNFRSF1B TNR TPP1 TRAF2 TREM2 TRPC4 TRPM8 TUBA1C TUBB UNC5A UNC5B VDAC1 ZAP70 GOCC_MEMBRANE_PROTEIN_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MEMBRANE_PROTEIN_COMPLEX ABCA2 ABCB6 ABCB8 ABCC8 ABCC9 ABCD4 ABCG5 ABCG8 ABHD12 ABHD6 ACVR1 ACVR1B ACVR1C ACVR2A ACVR2B ACVRL1 ADAM10 ADAM8 AFDN AFG3L2 AFTPH AGK AHNAK AKAP6 AKAP9 ALG14 AMFR ANK1 ANO1 ANO2 ANO6 ANXA2 AP1B1 AP1G1 AP1G2 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 AP3B1 AP3B2 AP3D1 AP3M1 AP3M2 AP3S1 AP3S2 AP4B1 AP4E1 AP4M1 AP4S1 AP5B1 AP5M1 AP5S1 AP5Z1 APBB1IP APC APC2 APH1A APH1B APOO APOOL AQP1 ARCN1 ARL6 ARL6IP1 ATG14 ATP12A ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP1B1 ATP1B2 ATP1B3 ATP1B4 ATP2A1 ATP4A ATP4B ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5F1EP2 ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5MGL ATP5MJ ATP5MK ATP5PB ATP5PD ATP5PF ATP5PO ATP6AP1 ATP6AP2 ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1C2 ATP6V1D ATP6V1E1 ATP6V1E2 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1G3 ATP6V1H B2M BAIAP2L2 BAK1 BAX BCL2 BCS1L BECN1 BECN2 BEST1 BEST2 BEST3 BEST4 BET1 BET1L BIRC2 BMP2 BMPR1A BMPR1B BNIP1 BTBD8 C15orf48 C2CD6 C5 C6 C7 C8A C8B C8G C9 CACHD1 CACNA1A CACNA1B CACNA1C CACNA1D CACNA1E CACNA1F CACNA1G CACNA1H CACNA1I CACNA1S CACNA2D1 CACNA2D2 CACNA2D3 CACNA2D4 CACNB1 CACNB2 CACNB3 CACNB4 CACNG1 CACNG2 CACNG3 CACNG4 CACNG5 CACNG6 CACNG7 CACNG8 CALCR CALCRL CALM1 CALM2 CALM3 CALR CASP10 CASP3 CASP8 CASQ2 CATSPER1 CATSPER2 CATSPER3 CATSPER4 CATSPERB CATSPERD CATSPERE CATSPERG CATSPERZ CAV1 CAV2 CAV3 CBL CCDC115 CCDC51 CD14 CD247 CD34 CD3D CD3E CD3G CD4 CD40 CD74 CD79A CD79B CD8A CD8B CDH1 CDH10 CDH11 CDH12 CDH13 CDH15 CDH17 CDH18 CDH19 CDH2 CDH20 CDH22 CDH23 CDH24 CDH26 CDH3 CDH4 CDH5 CDH6 CDH7 CDH8 CDH9 CDHR3 CFLAR CFTR CHCHD10 CHCHD3 CHCHD6 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP6 CHMP7 CHRFAM7A CHRNA1 CHRNA2 CHRNA3 CHRNA4 CHRNA5 CHRNA6 CHRNA7 CHRNA9 CHRNB1 CHRNB2 CHRNB3 CHRNB4 CHRND CHRNE CHUK CIDEB CISH CLBA1 CLCA3P CLCC1 CLCN1 CLCN2 CLCN7 CLCNKA CLCNKB CLDN17 CLDN4 CLIC1 CLIC2 CLIC3 CLIC4 CLIC5 CLIC6 CLINT1 CLMN CLTA CLTB CLTC CLTCL1 CNEP1R1 CNGA1 CNGA2 CNGA3 CNGA4 CNGB1 CNGB3 CNIH2 CNIH3 CNTFR CNTNAP2 COA6 COL13A1 COPA COPB1 COPB2 COPE COPG1 COPG2 COPZ1 COPZ2 CORO1C COX4I1 COX4I2 COX5A COX5B COX6A1 COX6A2 COX6B1 COX6B2 COX6C COX7A1 COX7A2 COX7A2L COX7A2P2 COX7B COX7B2 COX7C COX8A COX8C CPLX1 CPLX2 CPLX3 CPLX4 CPT1C CRB1 CRB2 CRB3 CSF2 CSF2RA CSF2RB CTDNEP1 CTNNA1 CTNNA2 CTNNB1 CTNND1 CYBA CYBB CYC1 DAD1 DAG1 DCHS1 DDOST DENND4C DERL1 DERL2 DERL3 DIABLO DIPK2A DLG1 DLG3 DLG4 DMAC2L DMD DNAJC11 DNAJC15 DNAJC19 DNM1 DPM2 DPP10 DPP6 DRD1 DRD2 DUOX1 DUOX2 EFCAB7 EFCAB9 EGFR ELOVL6 EMC1 EMC10 EMC2 EMC3 EMC4 EMC6 EMC7 EMC8 EMC9 EMILIN1 ENTHD1 EPB42 EPN1 EPN2 EPN3 EPS15 EPS15L1 EPS8 ERBB2 ERBB3 ERN1 ERN2 EVC EVC2 EXT2 FADD FAF1 FAF2 FAM8A1 FAS FCER1G FCGR3A FKBP1A FKBP1B FLNA FLOT1 FLOT2 FOXRED1 FXYD1 FXYD2 FXYD4 FZD8 GABBR1 GABBR2 GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRB1 GABRB2 GABRB3 GABRD GABRE GABRG1 GABRG2 GABRG3 GABRP GABRQ GABRR1 GABRR2 GABRR3 GFRA1 GJA1 GJA10 GJA3 GJA4 GJA5 GJA8 GJA9 GJB1 GJB2 GJB3 GJB4 GJB5 GJB6 GJB7 GJC1 GJC2 GJC3 GJD2 GJD3 GJD4 GJE1 GLRA1 GLRA2 GLRA3 GLRB GNA11 GNA12 GNA13 GNA14 GNA15 GNAI1 GNAI2 GNAI3 GNAL GNAO1 GNAQ GNAS GNAT1 GNAT2 GNAT3 GNAZ GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG14 GNG2 GNG3 GNG4 GNG5 GNG5B GNG7 GNG8 GNGT1 GNGT2 GOSR1 GOSR2 GP1BA GP1BB GP5 GP9 GPAA1 GPR156 GRB2 GRIA1 GRIA2 GRIA3 GRIA4 GRID2 GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B GRM1 GRPEL1 GRPEL2 GYPA GYPB HCN1 HCN2 HCN3 HCN4 HFE HJV HLA-A HLA-B HLA-C HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G HLA-H HM13 HMGB1 HSD17B12 HSPA2 HSPA9 HSPD1 HSPG2 HTR3A HTR3B HTR3C HTR3D HTR3E HTRA2 IFNL1 IFNLR1 IGF1 IGF1R IGF2R IKBKB IL10RB IL12RB1 IL13RA1 IL18R1 IL18RAP IL23R IL2RA IL2RB IL6 IL6R IL6ST IMMP1L IMMP2L IMMT INHA INSIG1 INSIG2 INSR INSRR IRS1 ITGA1 ITGA10 ITGA11 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA6 ITGA7 ITGA8 ITGA9 ITGAD ITGAE ITGAL ITGAM ITGAV ITGAX ITGB1 ITGB2 ITGB3 ITGB4 ITGB5 ITGB6 ITGB7 ITGB8 ITGBL1 JAK2 JUP KASH5 KCNA1 KCNA10 KCNA2 KCNA3 KCNA4 KCNA5 KCNA6 KCNA7 KCNAB1 KCNAB2 KCNAB3 KCNB1 KCNB2 KCNC1 KCNC2 KCNC3 KCNC4 KCND1 KCND2 KCND3 KCNE1 KCNE2 KCNE5 KCNF1 KCNG1 KCNG2 KCNG3 KCNG4 KCNH1 KCNH2 KCNH4 KCNIP1 KCNIP2 KCNIP3 KCNIP4 KCNJ11 KCNJ14 KCNJ16 KCNJ2 KCNJ3 KCNJ4 KCNJ5 KCNJ6 KCNJ8 KCNK1 KCNK2 KCNK4 KCNK6 KCNMA1 KCNMB1 KCNMB2 KCNMB3 KCNMB4 KCNN1 KCNN4 KCNQ1 KCNQ2 KCNQ3 KCNQ4 KCNQ5 KCNS1 KCNS2 KCNS3 KCNV1 KCNV2 KHDRBS1 KLHL12 KRT8 KRTCAP2 LAMTOR1 LAMTOR2 LAMTOR3 LAMTOR4 LAMTOR5 LILRA4 LIME1 LIN7A LIN7B LIN7C LRP1 LRP5 LRP6 LRRC26 LRRC38 LRRC52 LRRC55 LRRC8A LRRC8B LRRC8C LRRC8D LRRC8E LY96 LYN MAGT1 MAP3K5 MARCHF6 MCU MCUB MEP1A MEP1B MFN1 MICOS10 MICOS13 MICU1 MICU2 MICU3 MLEC MMGT1 MPC1 MPC2 MPP7 MR1 MS4A2 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MTCO2P12 MTX1 MTX2 MTX3 MVB12A MVB12B MYCBPAP NAPA NAPB NAPG NCALD NCF1 NCF1B NCF1C NCF2 NCF4 NCSTN NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA3 NDUFA4 NDUFA4L2 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFAF1 NDUFB1 NDUFB10 NDUFB11 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFC2-KCTD14 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 NECAP1 NECAP2 NEO1 NHERF1 NOX1 NOX3 NOX4 NOX5 NOXA1 NOXO1 NPLOC4 OLFM2 OLFM3 ORAI1 OS9 OSMR OST4 OSTC OSTM1 P3R3URF PACC1 PAM16 PDCD6 PDE4B PDE4D PDIA3 PDZD11 PEF1 PGM5 PHB1 PHB2 PICALM PIGA PIGC PIGH PIGK PIGP PIGQ PIGS PIGT PIGU PIGY PIK3C2A PIK3C2B PIK3C2G PIK3C3 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R4 PIK3R5 PIK3R6 PKD1 PKD1L1 PKD1L3 PKD2 PKD2L1 PLEKHA7 PLN PLP1 PORCN PPIF PRKACA PRKCA PSEN1 PSEN2 PSENEN PSG9 PTK2B PTPA PTPN6 RAC1 RAC2 RAC3 RAMP1 RAMP2 RAMP3 RET RHAG RHBDD2 RHCE RIPK1 RNASEK RNF125 RNF139 RNF31 ROMO1 RP9 RPN1 RPN2 RYR1 RYR2 RYR3 S100A10 SAMM50 SAR1A SAR1B SCAP SCLT1 SCN10A SCN11A SCN1A SCN1B SCN2A SCN2B SCN3A SCN3B SCN4A SCN4B SCN5A SCN7A SCN8A SCN9A SCNN1A SCNN1B SCNN1D SCNN1G SCYL1 SDCBP SDHA SDHB SDHC SDHD SEC11A SEC11B SEC11C SEC13 SEC22B SEC23A SEC23B SEC24A SEC24B SEC24C SEC24D SEC31A SEC31B SEC61A1 SEC61A2 SEC61B SEC61G SEC63 SEL1L SELENOS SGCA SGCB SGCD SGCE SGCG SGCZ SGIP1 SHC1 SHISA6 SHISA7 SHISA8 SHISA9 SKAP1 SLA2 SLC17A6 SLC17A7 SLC17A8 SLC18A3 SLC1A2 SLC1A3 SLC1A6 SLC25A31 SLC25A4 SLC25A5 SLC25A6 SLC26A6 SLC3A2 SLC4A1 SLC5A3 SLC6A3 SLC6A6 SLC7A5 SLC9A1 SMDT1 SNAP23 SNAP25 SNAP29 SNAP47 SNF8 SNTA1 SNTB1 SNTB2 SNTG1 SNTG2 SNX1 SNX12 SNX2 SNX3 SNX4 SNX5 SNX6 SOCS1 SOCS2 SOCS3 SOCS4 SOCS5 SOCS6 SOCS7 SORBS1 SPAG4 SPCS1 SPCS2 SPCS3 SPG7 SREBF2 SRP9 SRPRA SRPRB SSPN SSPOP SSR4 STAC3 STING1 STON1 STON2 STT3A STT3B STX10 STX11 STX12 STX16 STX17 STX18 STX19 STX1A STX1B STX2 STX3 STX4 STX5 STX6 STX7 STX8 STXBP5 STXBP5L SUN1 SUN2 SUN3 SUN5 SYK SYN2 SYNE1 SYNE2 SYNE3 SYNE4 SYNJ1 SYNRG SYVN1 TAP1 TAP2 TAPBP TAPBPL TBC1D5 TCIRG1 TF TFR2 TFRC TGFBR1 TGFBR2 TGFBR3 TIMM10 TIMM10B TIMM17A TIMM17B TIMM21 TIMM22 TIMM23 TIMM23B TIMM29 TIMM44 TIMM50 TIMM9 TLR1 TLR2 TLR4 TLR6 TMED10 TMED3 TMED7 TMEM199 TMEM249 TMEM258 TMEM262 TMIGD2 TNK2 TOMM20 TOMM20L TOMM22 TOMM40 TOMM40L TOMM5 TOMM6 TOMM7 TOMM70 TRAC TRADD TRAF1 TRAF2 TRAF3 TRAF4 TRAF5 TRAF6 TRAJ3 TRAT1 TRAV1-1 TRAV1-2 TRAV10 TRAV12-1 TRAV12-2 TRAV12-3 TRAV13-1 TRAV13-2 TRAV14DV4 TRAV16 TRAV17 TRAV18 TRAV19 TRAV2 TRAV20 TRAV21 TRAV22 TRAV23DV6 TRAV24 TRAV25 TRAV26-1 TRAV26-2 TRAV27 TRAV29DV5 TRAV3 TRAV30 TRAV34 TRAV35 TRAV36DV7 TRAV38-1 TRAV38-2DV8 TRAV39 TRAV4 TRAV40 TRAV41 TRAV5 TRAV6 TRAV7 TRAV8-1 TRAV8-2 TRAV8-3 TRAV8-4 TRAV8-6 TRAV9-1 TRAV9-2 TRBC1 TRBC2 TRBD1 TRBJ1-1 TRBJ1-2 TRBJ1-3 TRBJ1-4 TRBJ1-5 TRBJ1-6 TRBJ2-1 TRBJ2-2 TRBJ2-3 TRBJ2-4 TRBJ2-5 TRBJ2-6 TRBJ2-7 TRBV10-1 TRBV10-2 TRBV10-3 TRBV11-1 TRBV11-2 TRBV11-3 TRBV12-3 TRBV12-4 TRBV12-5 TRBV13 TRBV14 TRBV16 TRBV17 TRBV18 TRBV19 TRBV2 TRBV20-1 TRBV23-1 TRBV24-1 TRBV25-1 TRBV27 TRBV28 TRBV29-1 TRBV3-1 TRBV30 TRBV4-1 TRBV4-2 TRBV5-1 TRBV5-3 TRBV5-4 TRBV5-5 TRBV5-6 TRBV5-7 TRBV6-1 TRBV6-4 TRBV6-5 TRBV6-6 TRBV6-7 TRBV6-8 TRBV7-1 TRBV7-2 TRBV7-3 TRBV7-4 TRBV7-6 TRBV7-7 TRBV7-9 TRBV9 TRDC TRDD1 TRDJ1 TRDV1 TRDV2 TRDV3 TREX1 TRGC1 TRGC2 TRGV1 TRGV10 TRGV11 TRGV2 TRGV3 TRGV4 TRGV5 TRGV8 TRGV9 TRIL TRMT10B TRPC1 TRPC3 TRPC4 TRPC5 TRPC6 TRPC7 TRPM4 TRPV6 TSG101 TSNARE1 TSPAN32 TSPAN33 TTYH1 TTYH2 TTYH3 TUSC3 TYK2 UBAP1 UBAP1L UBXN1 UBXN7 UEVLD UFD1 UGT3A1 UGT3A2 UNC80 UQCR10 UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRFS1P1 UQCRH UQCRHL UQCRQ USE1 UTRN UVRAG VAC14 VAMP1 VAMP2 VAMP3 VAMP4 VAMP7 VAMP8 VCAM1 VCP VDAC1 VDAC2 VDAC3 VIPAS39 VPS11 VPS16 VPS18 VPS25 VPS26A VPS26B VPS28 VPS29 VPS33A VPS33B VPS35 VPS36 VPS37A VPS37B VPS37C VPS37D VPS39 VPS41 VPS8 VTI1A VTI1B VTN VWC2 VWC2L WDR93 WNT3A YKT6 ZAP70 GOCC_MESSENGER_RIBONUCLEOPROTEIN_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MESSENGER_RIBONUCLEOPROTEIN_COMPLEX ARVCF CPEB1 CPEB2 CPEB3 CPEB4 FMR1 LSM1 PKP1 PKP2 PKP3 STAU1 STAU2 YBX1 GOCC_METHYLOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_METHYLOSOME CLNS1A ERH FUT6 PRMT1 PRMT5 SNRPB SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG WDR77 GOCC_METHYLTRANSFERASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_METHYLTRANSFERASE_COMPLEX AEBP2 ASH2L BOD1 BOD1L1 C17orf49 CBLL1 CBX5 CHD8 CLNS1A CXXC1 DPY30 DYDC1 DYDC2 E2F6 EED EPOP ERH EZH1 EZH2 FUT6 HCFC1 HCFC2 HDAC2 HDAC9 HSD17B10 INO80C JARID2 KANSL1 KAT8 KDM6A KDM6B KMT2A KMT2B KMT2C KMT2D LAS1L MAX MCRS1 MEN1 METTL1 METTL14 METTL3 METTL4 MGA N6AMT1 NCOA6 PAGR1 PAXIP1 PELP1 PHF20 PRDM4 PRMT1 PRMT5 PRPF31 RAMAC RAMACL RBBP4 RBBP5 RBBP7 RBM15 RBM15B RIOK1 RNF2 RNMT RUVBL1 RUVBL2 SENP3 SETD1A SETD1B SNRPB SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SUZ12 TAF1 TAF4 TAF6 TAF7 TAF9 TEX10 TRMT10C TRMT6 TRMT61A TRMT61B UTY VIRMA WDR4 WDR5 WDR5B WDR77 WDR82 WTAP ZC3H13 GOCC_MHC_CLASS_II_PROTEIN_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MHC_CLASS_II_PROTEIN_COMPLEX B2M CD74 HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 GOCC_MHC_CLASS_I_PEPTIDE_LOADING_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MHC_CLASS_I_PEPTIDE_LOADING_COMPLEX B2M CALR HLA-A PDIA3 TAP1 TAP2 TAPBP TAPBPL GOCC_MHC_CLASS_I_PROTEIN_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MHC_CLASS_I_PROTEIN_COMPLEX B2M HFE HLA-A HLA-B HLA-C HLA-E HLA-F HLA-G HLA-H MR1 GOCC_MHC_PROTEIN_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MHC_PROTEIN_COMPLEX B2M CD74 HFE HLA-A HLA-B HLA-C HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G HLA-H MR1 GOCC_MIB_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MIB_COMPLEX APOO APOOL CHCHD3 CHCHD6 DNAJC11 HSPA9 IMMT MICOS10 MICOS13 MTX1 MTX2 MTX3 SAMM50 GOCC_MICOS_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MICOS_COMPLEX APOO APOOL CHCHD10 CHCHD3 CHCHD6 IMMT MICOS10 MICOS13 GOCC_MICROBODY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MICROBODY ABCD1 ABCD2 ABCD3 ABCD4 ACAA1 ACAD11 ACBD5 ACOT2 ACOT4 ACOT6 ACOT8 ACOX1 ACOX2 ACOX3 ACOXL ACSL1 ACSL3 ACSL4 ACSL6 AGPS AGXT ALDH3A2 AMACR AOC1 ATAD1 ATM BAAT CAT CCDC33 CD33 CRAT CROT CRYM DAO DDO DECR2 DEPP1 DHRS4 DHRS4L1 DHRS4L2 DHRS7B DNM1L ECH1 ECI2 EHHADH EPHX2 FABP1 FAR1 FAR2 FIS1 FNDC5 GDAP1 GNPAT GRHPR GSTK1 HACL1 HAO1 HAO2 HMGCL HMGCR HSD17B4 HSDL2 IDE IDH1 IDH2 IDI1 IDI2 IMPDH2 ISOC1 KCNIP4 LACC1 LONP2 MAP2K2 MARF1 MAVS MFF MGAT4A MGST1 MIEF1 MIEF2 MLYCD MPV17 MPV17L MTARC2 MUL1 MVD MVK MYO5A NBR1 NOS2 NUDT12 NUDT17 NUDT19 NUDT7 PAOX PECR PEX1 PEX10 PEX11A PEX11B PEX11G PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX5L PEX6 PEX7 PHYH PIK3C3 PIPOX PJVK PLAAT3 PMVK PNPLA8 PRDX5 PTGR3 PXMP2 PXMP4 PXT1 RAB8B RIDA SCP2 SERHL2 SLC25A17 SLC27A2 SOD1 STING1 SYT7 SZT2 TKT TMEM135 TMEM35A TRIM37 TTC1 TYSND1 URAD USP30 VIM VWA8 XDH GOCC_MICROBODY_LUMEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MICROBODY_LUMEN ABCD3 ACAA1 ACOT2 ACOT4 ACOT6 ACOT8 ACOX1 ACOX2 ACOX3 ACOXL AGPS AGXT AMACR ATM BAAT CAT CRAT CROT CRYM DAO DDO DHRS4 ECH1 ECI2 EHHADH EPHX2 FABP1 GNPAT GRHPR GSTK1 HACL1 HAO1 HAO2 HMGCL HSD17B4 IDE IDH1 LONP2 MLYCD NOS2 NUDT12 NUDT19 NUDT7 PAOX PEX5 PEX7 PHYH PIPOX PRDX5 SCP2 TYSND1 GOCC_MICROBODY_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MICROBODY_MEMBRANE ABCD1 ABCD2 ABCD3 ABCD4 ACBD5 ACOX1 ACSL1 ACSL3 ACSL4 ACSL6 AGPS ALDH3A2 ATAD1 CAT DAO DECR2 DHRS4 DHRS7B FAR1 FAR2 FIS1 FNDC5 GDAP1 GNPAT HMGCR HSD17B4 IMPDH2 MAP2K2 MAVS MGST1 MPV17 MPV17L NBR1 PECR PEX1 PEX10 PEX11A PEX11B PEX11G PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX5L PEX6 PEX7 PJVK PLAAT3 PNPLA8 PXMP2 PXMP4 RAB8B SLC25A17 SLC27A2 SYT7 TMEM135 TMEM35A TRIM37 TTC1 USP30 GOCC_MICROFIBRIL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MICROFIBRIL ADAMTS10 ADAMTSL5 EFEMP2 FBN1 FBN2 FBN3 LTBP1 LTBP4 MFAP1 MFAP2 MFAP4 MFAP5 THSD4 GOCC_MICROTUBULE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MICROTUBULE ABRAXAS2 AKNA APC APC2 APPBP2 ARFGEF2 ARHGAP18 ARHGAP4 ARHGEF2 ARL3 ARL6 ASPM ATAT1 AURKA AURKB AURKC BAG2 BAIAP2 BBLN BCAS3 BCL10 BEX4 BICD1 BIRC5 BOD1 C4orf47 CALM1 CALM2 CALM3 CAMSAP1 CAMSAP2 CAMSAP3 CAPN6 CASP1 CCDC181 CCDC57 CCDC66 CCSAP CCT2 CCT3 CCT4 CCT5 CCT6A CCT7 CCT8 CDK1 CDK2AP2 CDK5 CDK5RAP2 CDK5RAP3 CENPE CENPJ CEP162 CEP170 CEP170B CEP295 CEP57 CEP57L1 CFAP107 CFAP126 CFAP141 CFAP144 CFAP161 CFAP20 CFAP206 CFAP210 CFAP276 CFAP45 CFAP52 CFAP53 CFAP77 CFAP95 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CKAP2 CKAP5 CLASP1 CLASP2 CLIP1 CLIP2 CLIP3 CLIP4 CLMP CLTC CRHBP CSNK1D CSPP1 CSTPP1 CUL3 CYLD CYP2A6 DCDC1 DCDC2 DCDC2B DCDC2C DCTN1 DCTN2 DCX DCXR DISC1 DLG1 DNAH1 DNAH10 DNAH11 DNAH12 DNAH14 DNAH17 DNAH2 DNAH3 DNAH5 DNAH6 DNAH7 DNAH8 DNAH9 DNAI1 DNAI2 DNAL1 DNAL4 DNM1 DNM1L DNM2 DNM3 DPP9 DPYSL2 DST DVL1 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNC2H1 DYNC2LI1 DYNLL1 DYNLL2 DYNLRB1 DYNLRB2 DYNLT1 DYNLT2 DYNLT3 EFHB EFHC1 EFHC2 EIF3A EMD EML1 EML2 EML3 EML4 EML5 EML6 ENKD1 ENKUR FAM110A FAM110C FAM161A FAM161B FAM166B FAM166C FBXW11 FEZ1 FGF13 FHDC1 FIGN FKBP4 FSD1 GABARAP GABARAPL1 GABARAPL3 GAS2L1 GAS2L2 GAS2L3 GAS8 GOLGA2 GRAMD2B GTSE1 HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HDAC6 HID1 HNRNPU HOOK1 HOOK2 HOOK3 HSPH1 INCENP INO80 INVS IQGAP1 JAKMIP1 KATNA1 KATNAL1 KATNAL2 KATNB1 KCNAB2 KIF11 KIF12 KIF13A KIF13B KIF14 KIF15 KIF16B KIF17 KIF18A KIF18B KIF19 KIF1A KIF1B KIF1C KIF20A KIF20B KIF21A KIF21B KIF22 KIF23 KIF24 KIF25 KIF26A KIF26B KIF27 KIF28P KIF2A KIF2B KIF2C KIF3A KIF3B KIF3C KIF4A KIF4B KIF5A KIF5B KIF5C KIF6 KIF7 KIF9 KIFAP3 KIFC1 KIFC2 KIFC3 KLC1 KLC2 KLC3 KLC4 KLHL21 KLHL22 KNSTRN KNTC1 LRPPRC LRRC49 LZTS2 MACF1 MAP10 MAP1A MAP1B MAP1LC3A MAP1LC3B MAP1LC3B2 MAP1LC3C MAP1S MAP2 MAP2K2 MAP3K11 MAP4 MAP6 MAP6D1 MAP7 MAP9 MAPRE1 MAPRE2 MAPRE3 MAPT MATCAP1 MDM1 MEFV MID1 MID1IP1 MID2 MISP MNS1 MT3 MTA1 MTUS1 MTUS2 MX1 MX2 NAV1 NAV3 NCKAP5 NCKAP5L NDE1 NDEL1 NDRG1 NEK2 NEK6 NEK7 NICN1 NIN NINL NME7 NUDC NUMA1 NUSAP1 ODF2 ODF3L2 OPA1 PACRG PAFAH1B1 PARP4 PBXIP1 PCNT PIERCE1 PIERCE2 PLK1 POLB PRC1 PSRC1 PTPN20 PYCARD RAB11A RAB3D RACGAP1 RADIL RASSF1 RASSF3 RASSF5 RCC2 REEP1 REEP2 REEP3 REEP4 RGS14 RIBC2 RMDN1 RMDN2 RMDN3 RNF4 ROR2 RP1 RP1L1 RPGRIP1L RUSC1 SAA1 SARM1 SAXO1 SAXO2 SCTR SELENOS SEPTIN9 SERP1 SHROOM1 SHROOM2 SHROOM3 SHTN1 SIRT2 SKA1 SKA2 SKA3 SLAIN1 SLAIN2 SNPH SNTB2 SPACA9 SPAG17 SPAG5 SPAG6 SPAG8 SPAST SPEF1 SPRY2 SRPRB STAU2 STIM1 STMN1 SVIL SYBU SYNJ1 TBCA TBCB TBCC TBCD TBCE TCP1 TCP11L1 TEKT1 TEKT2 TEKT3 TEKT4 TEKTIP1 TIAM1 TMEM214 TOGARAM1 TOGARAM2 TPGS1 TPGS2 TPPP TPPP2 TPPP3 TPT1 TPX2 TRIM54 TRIM55 TRIM63 TRPV4 TTC30A TTC30B TTL TTLL1 TTLL11 TTLL13 TTLL3 TTLL4 TTLL5 TTLL6 TTLL7 TTLL8 TTLL9 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B TUBD1 TUBE1 TUBG1 TUBG2 TUBGCP2 TUBGCP3 TUBGCP4 TUBGCP5 TUBGCP6 WDR47 WHAMM ZNF207 ZNF804A ZW10 ZWILCH GOCC_MICROTUBULE_ASSOCIATED_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MICROTUBULE_ASSOCIATED_COMPLEX ACTR10 ACTR1A ACTR1B APPBP2 AURKA AURKB AURKC BIRC5 CCDC103 CCDC65 CDCA8 CFAP70 CLIP2 DCTN1 DCTN2 DCTN3 DCTN4 DCTN5 DCTN6 DCX DISC1 DNAH1 DNAH10 DNAH11 DNAH12 DNAH14 DNAH17 DNAH2 DNAH3 DNAH5 DNAH6 DNAH7 DNAH8 DNAH9 DNAI1 DNAI2 DNAI3 DNAI4 DNAI7 DNAL1 DNAL4 DNALI1 DNHD1 DRC1 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLL1 DYNLL2 DYNLRB1 DYNLRB2 DYNLT1 DYNLT2 DYNLT2B DYNLT3 DYNLT4 DYNLT5 EML1 EML2 FBXW11 FNTA FNTB GABARAP HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HDAC6 INCENP KATNA1 KATNAL1 KATNAL2 KATNB1 KATNBL1 KIF11 KIF12 KIF13A KIF13B KIF14 KIF15 KIF16B KIF17 KIF18A KIF18B KIF19 KIF1A KIF1B KIF1C KIF20A KIF20B KIF21A KIF21B KIF22 KIF23 KIF25 KIF27 KIF28P KIF2A KIF2B KIF2C KIF3A KIF3B KIF3C KIF4A KIF4B KIF5A KIF5B KIF5C KIF6 KIF7 KIF9 KIFAP3 KIFC1 KIFC2 KIFC3 KLC1 KLC2 KLC3 KLC4 LRP8 MAP1A MAP1B MAP1S MAP2 MAP4 MAP7 MEFV MID1 NDE1 NDEL1 NME8 NUDCD3 ODAD1 PAFAH1B1 PEA15 PXN RABGAP1 RANBP9 RP1 SHTN1 SNX4 SPTBN5 STAU1 TPR TRIM54 TTBK1 GOCC_MICROTUBULE_BUNDLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MICROTUBULE_BUNDLE ATAT1 MARK2 MTCL1 NUMA1 TPPP TPPP3 GOCC_MICROTUBULE_CYTOSKELETON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MICROTUBULE_CYTOSKELETON AAAS AAMP ABCA2 ABRAXAS2 ACADS ACOT13 ACTR10 ACTR1A ACTR1B ACTR8 ADCY10 AGBL2 AGBL4 AGBL5 AHI1 AJUBA AK5 AK6 AKAP11 AKAP9 AKNA AKT1 ALDOB ALMS1 ALPK1 ALS2 ANAPC5 ANAPC7 ANKFN1 ANKRD26 ANKRD53 ANKRD7 ANKS1B ANXA11 APC APC2 APEX1 APP APPBP2 ARFGEF2 ARHGAP18 ARHGAP35 ARHGAP4 ARHGEF10 ARHGEF2 ARHGEF7 ARL2 ARL2BP ARL3 ARL6 ARL8A ARL8B ARMC9 ASPM ATAT1 ATF4 ATF5 ATM ATP6V0D1 ATP6V1D ATXN7 AUNIP AURKA AURKB AURKC AXIN1 AXIN2 B9D1 B9D2 BAG2 BAIAP2 BBLN BBOF1 BBS1 BBS2 BBS4 BBS5 BBS7 BBS9 BCAS2 BCAS3 BCCIP BCL10 BCL2L1 BCL2L10 BEX4 BICD1 BICD2 BICDL1 BIRC5 BIRC6 BIRC7 BLOC1S2 BMERB1 BOD1 BOD1L2 BORA BRCA1 BRCA2 BRCC3 BRSK1 BRSK2 BUB1B C10orf90 C11orf97 C1orf112 C2CD3 C2CD5 C4orf47 C7orf31 C9orf24 CABCOCO1 CALM1 CALM2 CALM3 CAMK2B CAMSAP1 CAMSAP2 CAMSAP3 CAPG CAPN6 CAPN7 CAPRIN2 CASP1 CBX1 CBX3 CBY1 CC2D1A CCAR2 CCDC102B CCDC103 CCDC112 CCDC113 CCDC116 CCDC117 CCDC120 CCDC124 CCDC13 CCDC14 CCDC141 CCDC146 CCDC15 CCDC170 CCDC178 CCDC18 CCDC181 CCDC187 CCDC22 CCDC28B CCDC38 CCDC57 CCDC61 CCDC65 CCDC66 CCDC68 CCDC69 CCDC77 CCDC78 CCDC8 CCDC81 CCDC85B CCDC88A CCDC88B CCDC88C CCDC92 CCDC96 CCHCR1 CCNA1 CCNB1 CCNB2 CCNB3 CCNE1 CCNE2 CCNF CCNO CCNP CCP110 CCSAP CCSER2 CCT2 CCT3 CCT4 CCT5 CCT6A CCT7 CCT8 CD180 CD2AP CD86 CDC14A CDC14B CDC14C CDC16 CDC20 CDC25B CDC27 CDC42 CDC42BPG CDC42EP2 CDC42EP4 CDC45 CDC6 CDC7 CDCA8 CDH23 CDH26 CDK1 CDK10 CDK16 CDK2 CDK2AP2 CDK5 CDK5RAP2 CDK5RAP3 CDK6 CDKL2 CDKL5 CENATAC CENPE CENPF CENPJ CENPU CENPV CEP104 CEP112 CEP120 CEP126 CEP128 CEP131 CEP135 CEP152 CEP162 CEP164 CEP170 CEP170B CEP19 CEP192 CEP20 CEP250 CEP290 CEP295 CEP295NL CEP350 CEP41 CEP43 CEP44 CEP55 CEP57 CEP57L1 CEP63 CEP68 CEP70 CEP72 CEP76 CEP78 CEP83 CEP85 CEP85L CEP89 CEP95 CEP97 CETN1 CETN2 CETN3 CFAP100 CFAP107 CFAP126 CFAP141 CFAP144 CFAP157 CFAP161 CFAP20 CFAP206 CFAP210 CFAP221 CFAP276 CFAP410 CFAP45 CFAP52 CFAP53 CFAP58 CFAP70 CFAP77 CFAP90 CFAP95 CHAMP1 CHD3 CHD4 CHEK1 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CHODL CHP1 CIAO1 CIAO2B CIB1 CIBAR1 CIBAR2 CILK1 CIR1 CKAP2 CKAP2L CKAP5 CLASP1 CLASP2 CLIC4 CLIC5 CLIP1 CLIP2 CLIP3 CLIP4 CLMP CLRN1 CLTA CLTC CLTCL1 CLUAP1 CNTLN CNTRL CNTROB CPLANE2 CRHBP CRMP1 CROCC CROCC2 CSAG1 CSNK1A1 CSNK1D CSPP1 CSTPP1 CTAG2 CTDP1 CTNNB1 CTNNBL1 CTSC CTTN CUL3 CUL7 CXCR2 CYLD CYP2A6 CYTH4 DAAM1 DAW1 DBH DBT DCAF12 DCAF13 DCDC1 DCDC2 DCDC2B DCDC2C DCLRE1B DCTN1 DCTN2 DCTN3 DCTN4 DCTN5 DCTN6 DCUN1D5 DCX DCXR DDHD2 DDX11 DDX3X DENND1C DEUP1 DHX9 DIAPH1 DIDO1 DIS3L DISC1 DLG1 DLG5 DLGAP5 DNAAF1 DNAAF4 DNAH1 DNAH10 DNAH11 DNAH12 DNAH14 DNAH17 DNAH2 DNAH3 DNAH5 DNAH6 DNAH7 DNAH8 DNAH9 DNAI1 DNAI2 DNAI3 DNAI4 DNAI7 DNAJA1 DNAL1 DNAL4 DNALI1 DNHD1 DNM1 DNM1L DNM2 DNM3 DPF2 DPP9 DPYSL2 DR1 DRC1 DRD4 DSN1 DST DTL DTNBP1 DTX4 DVL1 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLL1 DYNLL2 DYNLRB1 DYNLRB2 DYNLT1 DYNLT2 DYNLT2B DYNLT3 DYNLT4 DYNLT5 DYRK3 DYSF DZANK1 DZIP1 DZIP1L E2F1 E4F1 ECPAS ECT2 EEF1AKMT3 EFHB EFHC1 EFHC2 EHD2 EIF3A EMD EML1 EML2 EML3 EML4 EML5 EML6 ENKD1 ENKUR ENTR1 EPB41 EPS8L2 ERC1 ERCC2 ERCC6L2 ESPL1 ESRRA EVC EVI5 EXOC4 EXOC7 EYA3 EYS EZR FAM110A FAM110B FAM110C FAM161A FAM161B FAM166A FAM166B FAM166C FAM184A FAM83D FANCE FANK1 FBF1 FBXL13 FBXL7 FBXO5 FBXW11 FBXW8 FER FES FEZ1 FGF13 FHDC1 FIGN FKBP4 FLCN FLII FLOT1 FMN2 FNIP2 FNTA FNTB FRMD8 FRY FSD1 FTCD G6PD GABARAP GABARAPL1 GABARAPL3 GABRG3 GAPDH GAS2L1 GAS2L2 GAS2L3 GAS8 GEM GEN1 GIT1 GLE1 GNAI1 GNAI2 GNAI3 GOLGA2 GPAA1 GPR174 GPSM2 GPX2 GRAMD2B GSK3B GTF2F2 GTSE1 H2AX HAP1 HARBI1 HASPIN HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HDAC3 HDAC6 HECW2 HEPACAM2 HERC2 HID1 HIPK1 HK2 HMBOX1 HMMR HNF4G HNMT HNRNPU HOOK1 HOOK2 HOOK3 HORMAD2 HOXB4 HOXC8 HSF1 HSPA1A HSPA1B HSPA2 HSPA6 HSPB1 HSPH1 HTT HYLS1 HYPK IFT122 IFT140 IFT172 IFT20 IFT22 IFT25 IFT27 IFT43 IFT46 IFT52 IFT57 IFT74 IFT80 IFT81 IFT88 IK IKBKG IL1RN IL4R ILRUN INCENP INO80 INPPL1 INTU INVS IQCB1 IQCD IQCG IQGAP1 IRAG2 IST1 ITGB1BP1 ITGB6 ITSN2 IVL JADE1 JAKMIP1 JPT1 JTB KANK4 KASH5 KAT14 KAT2A KAT2B KAT5 KATNA1 KATNAL1 KATNAL2 KATNB1 KATNBL1 KBTBD8 KCNAB2 KEAP1 KHDC3L KIAA0586 KIAA0753 KIAA1217 KIF11 KIF12 KIF13A KIF13B KIF14 KIF15 KIF16B KIF17 KIF18A KIF18B KIF19 KIF1A KIF1B KIF1C KIF20A KIF20B KIF21A KIF21B KIF22 KIF23 KIF24 KIF25 KIF26A KIF26B KIF27 KIF28P KIF2A KIF2B KIF2C KIF3A KIF3B KIF3C KIF4A KIF4B KIF5A KIF5B KIF5C KIF6 KIF7 KIF9 KIFAP3 KIFC1 KIFC2 KIFC3 KIZ KLC1 KLC2 KLC3 KLC4 KLF4 KLHL12 KLHL21 KLHL22 KLHL4 KLHL42 KMT2E KNCN KNSTRN KNTC1 KPNA7 KRT18 LATS1 LATS2 LCA5 LCK LEMD2 LEO1 LHCGR LIMK2 LRGUK LRIF1 LRP8 LRPPRC LRRC25 LRRC45 LRRC49 LRRCC1 LRWD1 LSM14A LUZP1 LYST LZTFL1 LZTS2 MACF1 MAD1L1 MAD2L1 MAD2L1BP MAD2L2 MAEA MAGI2 MAK MAMLD1 MAP10 MAP1A MAP1B MAP1LC3A MAP1LC3B MAP1LC3B2 MAP1LC3C MAP1S MAP2 MAP2K1 MAP2K2 MAP2K5 MAP3K11 MAP4 MAP6 MAP6D1 MAP7 MAP7D1 MAP7D2 MAP7D3 MAP9 MAPK1 MAPK14 MAPK15 MAPKAPK2 MAPKBP1 MAPRE1 MAPRE2 MAPRE3 MAPT MARCKS MARK1 MARK4 MAST2 MASTL MATCAP1 MBIP MCM3 MCPH1 MDH1 MDM1 MECP2 MEFV MEIG1 MFAP1 MFN2 MIB1 MICAL3 MID1 MID1IP1 MID2 MIS12 MISP MKKS MKS1 MLF1 MLLT11 MMS19 MNS1 MPHOSPH9 MPLKIP MPP1 MT3 MTA1 MTCL1 MTUS1 MTUS2 MVB12A MX1 MX2 MYCBP2 MYF6 MYH9 MYOF MZT1 MZT2A MZT2B NAA11 NAA40 NAV1 NAV3 NCKAP5 NCKAP5L NCOR1 NDC80 NDE1 NDEL1 NDN NDRG1 NEDD1 NEDD9 NEIL1 NEIL2 NEK1 NEK2 NEK4 NEK6 NEK7 NEK8 NEK9 NEURL4 NFE2L2 NFS1 NGRN NICN1 NIN NINL NISCH NIT2 NLRC3 NLRC5 NLRP3 NME7 NME8 NPHP4 NPM1 NR0B1 NR3C1 NSFL1C NSL1 NSUN2 NUAK1 NUBP1 NUBP2 NUDC NUDCD2 NUDCD3 NUDT21 NUMA1 NUP62 NUP85 NUP93 NUSAP1 OBSL1 ODAD1 ODAD3 ODAM ODF2 ODF2L ODF3L2 OFD1 OLA1 OPA1 OR2A4 ORC2 OVGP1 PACRG PACSIN2 PAFAH1B1 PAK1 PARD6A PARP3 PARP4 PATJ PAX2 PBOV1 PBXIP1 PCGF5 PCIF1 PCLAF PCM1 PCNA PCNT PDCD6IP PDE4B PDE4D PDE4DIP PDZD2 PEA15 PHF1 PHLPP2 PIBF1 PIERCE1 PIERCE2 PIFO PIK3R4 PIK3R5 PIN1 PIN4 PINX1 PJA2 PKD2 PKHD1 PKN2 PKNOX2 PKP4 PLA2G3 PLA2G6 PLAG1 PLEKHA7 PLEKHG6 PLK1 PLK2 PLK3 PLK4 PMF1 POC1A POC1B POC5 PODXL POLB POLDIP2 POLR3H PPP1R12A PPP1R32 PPP1R35 PPP1R42 PPP2CA PPP2CB PPP2R1A PPP2R3C PPP2R5A PPP4C PPP4R2 PPP4R3A PPP4R3B PRC1 PRKACA PRKACB PRKAR1A PRKAR2A PRKAR2B PRKCA PRKCB PRKCI PRKCQ PRKCZ PROCR PROSER3 PRPF19 PSEN1 PSEN2 PSKH1 PSMA1 PSMB4 PSMB5 PSRC1 PTK2 PTP4A1 PTPN20 PTPN23 PTPN7 PXK PXN PYCARD PYCR3 RAB11A RAB11FIP3 RAB11FIP4 RAB11FIP5 RAB23 RAB28 RAB3D RAB3IP RAB6C RAB8A RABEP2 RABGAP1 RABL2B RABL6 RACGAP1 RAD18 RAD21 RAD51 RAD51D RADIL RAE1 RALBP1 RAN RANBP1 RANBP9 RANGAP1 RAP1GAP2 RAPGEF6 RAPSN RASSF1 RASSF10 RASSF3 RASSF5 RASSF7 RB1 RBBP6 RBM39 RCC2 REEP1 REEP2 REEP3 REEP4 RELB RELL1 RGCC RGS14 RIBC2 RIC8B RIF1 RILP RILPL1 RILPL2 RIMBP3 RIMBP3B RIMBP3C RITA1 RLBP1 RMDN1 RMDN2 RMDN3 RNF19A RNF4 ROCK1 ROCK2 ROR2 RP1 RP1L1 RP2 RPGR RPGRIP1L RPP25 RPS3 RPS6KA2 RPS7 RRAGD RRP7A RSPH1 RTRAF RTTN RUSC1 RUVBL1 RUVBL2 SAA1 SAC3D1 SARM1 SASS6 SAXO1 SAXO2 SBDS SCLT1 SCTR SCYL1 SDCCAG8 SELENOS SEPTIN1 SEPTIN10 SEPTIN11 SEPTIN12 SEPTIN14 SEPTIN2 SEPTIN3 SEPTIN4 SEPTIN5 SEPTIN6 SEPTIN7 SEPTIN8 SEPTIN9 SERINC5 SERP1 SFI1 SFR1 SGF29 SGO1 SHCBP1 SHCBP1L SHMT2 SHROOM1 SHROOM2 SHROOM3 SHTN1 SIRT2 SKA1 SKA2 SKA3 SKI SKP1 SLAIN1 SLAIN2 SLC16A1 SLC18A2 SLC1A4 SLC25A5 SLC34A1 SLF1 SLMAP SMAD4 SMAD7 SMC1A SMC3 SMC6 SMO SMTN SMTNL1 SMTNL2 SNAP29 SNAPIN SNCG SNPH SNTB2 SNX10 SNX4 SORBS1 SPACA9 SPAG17 SPAG5 SPAG6 SPAG8 SPAG9 SPAST SPATA17 SPATA5 SPATA5L1 SPATA7 SPATC1 SPATC1L SPDL1 SPECC1 SPECC1L SPEF1 SPEF2 SPICE1 SPIN1 SPOUT1 SPPL2B SPRY2 SPTAN1 SPTBN5 SRA1 SRPRB SS18 SSNA1 SSX2IP STAG1 STAG2 STAP1 STARD9 STAU1 STAU2 STEEP1 STIL STIM1 STMN1 STOX1 STRBP STX1B SVIL SYBU SYNJ1 TACC1 TACC2 TACC3 TADA2A TADA3 TAF1A TAF1D TAOK1 TAP1 TAPT1 TBATA TBC1D30 TBC1D31 TBC1D7 TBCA TBCB TBCC TBCCD1 TBCD TBCE TBCK TBL1X TBL1XR1 TCEA2 TCHP TCP1 TCP11L1 TEDC1 TEDC2 TEK TEKT1 TEKT2 TEKT3 TEKT4 TEKT5 TEKTIP1 TENT5C TERF1 TESK1 TEX35 TEX9 TFDP2 TGIF2 THAP6 TIAM1 TMEM201 TMEM214 TMEM250 TMEM63A TMEM67 TMEM9 TMUB1 TNKS TNKS2 TOGARAM1 TOGARAM2 TOP2A TOPBP1 TOPORS TP53 TPGS1 TPGS2 TPPP TPPP2 TPPP3 TPR TPT1 TPX2 TRAF3IP1 TRAF5 TRAPPC14 TRAT1 TRIM43 TRIM54 TRIM55 TRIM63 TRIM75 TRIOBP TRIP4 TRPV4 TSEN2 TSG101 TSGA10 TSGA10IP TSKS TSSK2 TTBK1 TTBK2 TTC12 TTC19 TTC23L TTC26 TTC28 TTC30A TTC30B TTC39A TTC8 TTK TTL TTLL1 TTLL11 TTLL12 TTLL13 TTLL3 TTLL4 TTLL5 TTLL6 TTLL7 TTLL8 TTLL9 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B TUBD1 TUBE1 TUBG1 TUBG2 TUBGCP2 TUBGCP3 TUBGCP4 TUBGCP5 TUBGCP6 TXNDC9 UBN1 UBR4 UBXN2B UBXN6 UMOD UNC119 UPF3B USH1G USH2A USO1 USP2 USP20 USP33 USP44 UVRAG UXT VAPA VIM VPS37A VPS41 VPS4A VPS4B WAPL WASH3P WASHC1 WDR11 WDR13 WDR35 WDR47 WDR5 WDR62 WDR73 WDR90 WHAMM WHRN WNK1 WRAP73 WRN XRCC2 YEATS2 YES1 YPEL5 YTHDF2 ZBED1 ZBED6 ZBTB49 ZFYVE19 ZFYVE26 ZMYND10 ZNF12 ZNF207 ZNF322 ZNF365 ZNF397 ZNF415 ZNF804A ZW10 ZWILCH ZZZ3 GOCC_MICROTUBULE_END https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MICROTUBULE_END ABRAXAS2 ASPM CAMSAP1 CAMSAP2 CAMSAP3 CDK5RAP2 CKAP5 CLASP1 CLIP1 CLIP2 CLIP3 CLIP4 DCTN1 DST GAS2L1 GAS2L2 KIF18B KIF2C KNSTRN MAPRE1 MAPRE2 MAPRE3 MISP NAV3 NCKAP5 NCKAP5L NUMA1 RNF4 SLAIN1 SLAIN2 SPAG5 SPRY2 SVIL TBCB GOCC_MICROTUBULE_MINUS_END https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MICROTUBULE_MINUS_END ABRAXAS2 ASPM CAMSAP1 CAMSAP2 CAMSAP3 NUMA1 SVIL GOCC_MICROTUBULE_ORGANIZING_CENTER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MICROTUBULE_ORGANIZING_CENTER AAAS ABCA2 ABRAXAS2 ACADS ACTR1A ACTR1B ACTR8 AGBL2 AGBL4 AHI1 AJUBA AK5 AK6 AKAP11 AKAP9 AKNA AKT1 ALDOB ALMS1 ALPK1 ALS2 ANKRD26 ANKRD7 ANKS1B APC APEX1 ARFGEF2 ARHGAP35 ARHGEF10 ARHGEF7 ARL2 ARL2BP ARL3 ARMC9 ASPM ATF4 ATF5 ATM ATP6V0D1 ATP6V1D AUNIP AURKA AURKB AURKC AXIN2 B9D1 B9D2 BBOF1 BBS1 BBS2 BBS4 BBS5 BBS7 BBS9 BCAS2 BCCIP BCL2L1 BICD1 BICD2 BICDL1 BIRC6 BIRC7 BLOC1S2 BOD1 BOD1L2 BRCA1 BRCA2 BRSK1 BRSK2 BUB1B C10orf90 C11orf97 C2CD3 C2CD5 C4orf47 C7orf31 CABCOCO1 CALM1 CALM2 CALM3 CAMK2B CAMSAP1 CAMSAP2 CAMSAP3 CAPG CAPN7 CAPRIN2 CBY1 CC2D1A CCDC102B CCDC112 CCDC113 CCDC116 CCDC120 CCDC124 CCDC13 CCDC14 CCDC141 CCDC146 CCDC15 CCDC170 CCDC178 CCDC18 CCDC187 CCDC22 CCDC28B CCDC38 CCDC57 CCDC61 CCDC65 CCDC66 CCDC68 CCDC77 CCDC78 CCDC8 CCDC81 CCDC85B CCDC88A CCDC88B CCDC88C CCDC92 CCDC96 CCHCR1 CCNB1 CCNB2 CCNB3 CCNE1 CCNE2 CCNF CCNO CCNP CCP110 CCSAP CCT4 CCT5 CCT8 CD2AP CD86 CDC14A CDC14B CDC14C CDC16 CDC20 CDC25B CDC27 CDC42 CDC42BPG CDC45 CDH23 CDK1 CDK10 CDK2 CDK5RAP2 CDK5RAP3 CDK6 CDKL2 CDKL5 CENATAC CENPF CENPJ CENPU CEP104 CEP112 CEP120 CEP126 CEP128 CEP131 CEP135 CEP152 CEP162 CEP164 CEP170 CEP19 CEP192 CEP20 CEP250 CEP290 CEP295 CEP295NL CEP350 CEP41 CEP43 CEP44 CEP55 CEP57 CEP57L1 CEP63 CEP68 CEP70 CEP72 CEP76 CEP78 CEP83 CEP85 CEP85L CEP89 CEP95 CEP97 CETN1 CETN2 CETN3 CFAP100 CFAP126 CFAP157 CFAP20 CFAP206 CFAP410 CFAP58 CFAP70 CFAP90 CHD3 CHD4 CHEK1 CHMP1A CHODL CIB1 CIBAR1 CIBAR2 CILK1 CIR1 CKAP2 CKAP2L CKAP5 CLASP1 CLASP2 CLIC4 CLIC5 CLIP1 CLUAP1 CNTLN CNTRL CNTROB CPLANE2 CRMP1 CROCC CROCC2 CSAG1 CSNK1A1 CSNK1D CSPP1 CSTPP1 CTAG2 CTDP1 CTNNB1 CTNNBL1 CTSC CUL3 CUL7 CYLD CYTH4 DAAM1 DAW1 DBH DCAF12 DCAF13 DCDC2 DCDC2B DCDC2C DCLRE1B DCTN1 DCTN2 DCTN3 DCTN4 DCTN5 DCTN6 DDHD2 DDX11 DDX3X DENND1C DEUP1 DHX9 DIAPH1 DIS3L DISC1 DLG5 DLGAP5 DNAAF4 DNAI1 DPF2 DRD4 DTL DTX4 DYNC1H1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLL1 DYNLL2 DYNLRB1 DYNLRB2 DYNLT2B DYNLT4 DYRK3 DYSF DZANK1 DZIP1 DZIP1L E2F1 ECPAS ECT2 EEF1AKMT3 EFHC1 EFHC2 EMD EML4 ENKD1 ENTR1 EPS8L2 ERC1 ERCC6L2 ESPL1 EVC EVI5 EXOC4 EXOC7 EYA3 EYS EZR FAM110A FAM110B FAM110C FAM161A FAM166A FAM184A FANCE FANK1 FBF1 FBXL13 FBXL7 FBXW11 FBXW8 FEZ1 FIGN FLCN FLII FLOT1 FNIP2 FRMD8 FRY FSD1 FTCD G6PD GAS2L2 GAS8 GEN1 GIT1 GLE1 GNAI1 GNAI2 GNAI3 GPAA1 GPR174 GPSM2 GSK3B H2AX HAP1 HARBI1 HASPIN HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HDAC6 HEPACAM2 HERC2 HIPK1 HK2 HMBOX1 HMMR HNMT HNRNPU HOOK1 HOOK2 HOOK3 HORMAD2 HOXB4 HSF1 HSPA1A HSPA1B HSPA6 HTT HYLS1 IFT122 IFT140 IFT172 IFT20 IFT22 IFT25 IFT27 IFT43 IFT46 IFT52 IFT57 IFT74 IFT80 IFT81 IFT88 IL1RN IL4R ILRUN INTU IQCB1 IQCD IRAG2 IST1 ITGB1BP1 ITGB6 ITSN2 IVL JADE1 JTB KAT2A KAT2B KATNA1 KATNAL1 KATNAL2 KATNB1 KATNBL1 KEAP1 KHDC3L KIAA0586 KIAA0753 KIAA1217 KIF13A KIF15 KIF17 KIF18A KIF20B KIF23 KIF24 KIF25 KIF2A KIF2B KIF2C KIF3A KIF3B KIF5B KIF7 KIFAP3 KIFC1 KIFC2 KIFC3 KIZ KLHL12 KLHL22 KLHL4 KMT2E KNCN KNSTRN KRT18 LATS1 LATS2 LCA5 LCK LEO1 LHCGR LIMK2 LRIF1 LRRC45 LRRC49 LRRCC1 LRWD1 LUZP1 LZTS2 MAD1L1 MAGI2 MAK MAMLD1 MAP10 MAP1S MAP2K1 MAP3K11 MAP4 MAPK1 MAPK15 MAPKAPK2 MAPRE1 MAPRE2 MAPRE3 MARCKS MARK4 MASTL MCM3 MCPH1 MDH1 MDM1 MECP2 MFAP1 MIB1 MID1 MISP MKKS MKS1 MLF1 MLLT11 MMS19 MPHOSPH9 MPLKIP MPP1 MTUS1 MTUS2 MVB12A MYOF MZT1 MZT2A MZT2B NAA11 NAA40 NCKAP5L NDC80 NDE1 NDEL1 NDN NDRG1 NEDD1 NEDD9 NEIL1 NEK1 NEK2 NEK4 NEK6 NEK7 NEK8 NEK9 NEURL4 NFE2L2 NFS1 NIN NINL NIT2 NLRC3 NLRC5 NLRP3 NME7 NPHP4 NPM1 NR0B1 NR3C1 NSFL1C NUBP1 NUBP2 NUDCD2 NUDT21 NUMA1 NUP62 NUP93 OBSL1 ODAD3 ODF2 ODF2L OFD1 OLA1 ORC2 PACSIN2 PAFAH1B1 PAK1 PARD6A PARP3 PATJ PAX2 PBOV1 PCGF5 PCLAF PCM1 PCNA PCNT PDCD6IP PDE4B PDE4D PDE4DIP PDZD2 PHF1 PIBF1 PIFO PIK3R5 PIN1 PJA2 PKD2 PKHD1 PKN2 PLA2G3 PLAG1 PLEKHA7 PLEKHG6 PLK1 PLK2 PLK3 PLK4 POC1A POC1B POC5 PODXL POLR3H PPP1R12A PPP1R32 PPP1R35 PPP1R42 PPP2R3C PPP2R5A PPP4C PPP4R2 PPP4R3A PPP4R3B PRKACA PRKACB PRKAR1A PRKAR2A PRKAR2B PRKCA PRKCB PRKCQ PRKCZ PROCR PROSER3 PSEN1 PSEN2 PSKH1 PSMA1 PSMB4 PSMB5 PTK2 PTPN20 PTPN23 PXK RAB11A RAB11FIP3 RAB11FIP4 RAB11FIP5 RAB23 RAB28 RAB3IP RAB6C RAB8A RABEP2 RABGAP1 RABL2B RABL6 RAD18 RAD51 RAD51D RAN RANBP1 RAP1GAP2 RAPGEF6 RAPSN RASSF1 RASSF10 RASSF7 RBBP6 RBM39 RELB RGCC RGS14 RIC8B RILP RILPL1 RILPL2 RITA1 RLBP1 RNF19A ROCK1 ROCK2 RP2 RPGR RPGRIP1L RPP25 RPS7 RRAGD RRP7A RTRAF RTTN RUVBL1 RUVBL2 SAC3D1 SASS6 SAXO1 SAXO2 SCLT1 SCYL1 SDCCAG8 SEPTIN1 SERINC5 SFI1 SFR1 SGO1 SIRT2 SKA1 SKA3 SKI SKP1 SLAIN2 SLC16A1 SLC18A2 SLC1A4 SLF1 SLMAP SMAD4 SMAD7 SMO SMTN SMTNL1 SMTNL2 SNAP29 SNCG SNX10 SORBS1 SPACA9 SPAG5 SPAG9 SPAST SPATA7 SPATC1 SPATC1L SPDL1 SPECC1 SPECC1L SPICE1 SPOUT1 SPPL2B SSNA1 SSX2IP STAP1 STARD9 STEEP1 STIL STOX1 STX1B TACC1 TACC2 TACC3 TAF1D TAP1 TAPT1 TBATA TBC1D30 TBC1D31 TBC1D7 TBCCD1 TBCD TCEA2 TCHP TCP1 TEDC1 TEDC2 TEK TEKT2 TENT5C TESK1 TEX9 TGIF2 TMEM63A TMEM67 TMUB1 TNKS TNKS2 TOGARAM1 TOP2A TOPBP1 TOPORS TP53 TPGS1 TPGS2 TRAF3IP1 TRAF5 TRAPPC14 TRAT1 TRIM43 TRIOBP TRIP4 TSEN2 TSG101 TSGA10 TSGA10IP TSKS TSSK2 TTBK2 TTC12 TTC19 TTC23L TTC26 TTC28 TTC39A TTC8 TTLL1 TTLL11 TTLL12 TTLL4 TTLL5 TTLL6 TTLL9 TUBA3C TUBD1 TUBE1 TUBG1 TUBG2 TUBGCP2 TUBGCP3 TUBGCP4 TUBGCP5 TUBGCP6 TXNDC9 UBN1 UBR4 UBXN2B UBXN6 UNC119 UPF3B USH1G USH2A USO1 USP2 USP20 USP33 UVRAG UXT VIM VPS37A VPS4A VPS4B WASH3P WASHC1 WDR11 WDR13 WDR35 WDR62 WDR90 WHRN WRAP73 WRN XRCC2 YES1 YPEL5 YTHDF2 ZBED1 ZBED6 ZFYVE19 ZFYVE26 ZMYND10 ZNF12 ZNF322 ZNF365 GOCC_MICROTUBULE_ORGANIZING_CENTER_ATTACHMENT_SITE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MICROTUBULE_ORGANIZING_CENTER_ATTACHMENT_SITE CLMN KASH5 SPAG4 SUN1 SUN2 SUN3 SUN5 SYNE1 SYNE2 SYNE3 SYNE4 GOCC_MICROTUBULE_PLUS_END https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MICROTUBULE_PLUS_END CDK5RAP2 CKAP5 CLASP1 CLIP1 CLIP2 CLIP3 CLIP4 DCTN1 DST GAS2L1 GAS2L2 KIF18B KIF2C KNSTRN MAPRE1 MAPRE2 MAPRE3 NCKAP5 NCKAP5L NUMA1 SLAIN1 SLAIN2 SPAG5 TBCB GOCC_MICROVESICLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MICROVESICLE DEFB1 DEFB106A DEFB106B MIR31 PPFIA3 SYT4 GOCC_MICROVILLUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MICROVILLUS AMN AMN1 ANGPT1 ANKS4B AOC3 AQP5 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1E1 ATP7A BBS2 CA9 CBLIF CD302 CD44 CDHR2 CDHR5 CEACAM1 CEACAM20 CLCA1 CLIC4 CLRN1 CNP CRB1 CTNNB1 CUBN DCXR DPEP1 ENPP7 ESPN EXOC4 EZR FABP2 FCRL3 FMN2 FOXA1 FSCN1 FSCN3 GRXCR1 GRXCR2 HYAL2 ICAM2 IFT20 IQGAP2 ITGAV ITGB3 IZUMO1R JAM3 LRRK2 MSN MTTP MUC20 MYO1A MYO1B MYO1C MYO1D MYO1E MYO1F MYO1G MYO1H MYO6 MYO7A MYO7B NHERF1 OXTR PDGFA PDGFRA PDPN PDZK1 PLEKHG6 PODXL PROM1 PROM2 PTPRH RAPGEF3 RDX S100P SLC10A2 SLC26A2 SLC27A4 SLC38A4 SLC6A6 SLC7A11 SLC7A5 SLC7A8 SPEF1 SPN STARD10 SYTL1 TBC1D10A TEK TGFB1 USH1C VCAM1 VIL1 WWOX GOCC_MICROVILLUS_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MICROVILLUS_MEMBRANE AMN AMN1 CA9 CDHR2 CDHR5 CEACAM1 CEACAM20 CTNNB1 CUBN DPEP1 EZR FCRL3 ITGAV ITGB3 IZUMO1R MSN MTTP MUC20 NHERF1 PDPN PDZK1 PODXL PROM1 PROM2 PTPRH S100P SLC26A2 SLC38A4 SLC6A6 SLC7A11 SLC7A5 SLC7A8 SYTL1 GOCC_MIDBODY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MIDBODY ABRAXAS2 AGAP2 AGBL5 ALKBH4 ANKRD45 ANKRD54 ANLN ANXA11 ANXA2 APC2 ARF6 ARL2BP ARL3 ARL8A ARL8B ASPM AURKA AURKB AURKC BCL3 BIRC5 BIRC6 C1orf112 C6orf89 C9orf72 CAPG CCDC124 CCDC66 CCDC69 CDC42 CDCA8 CDK1 CELF2 CENPC CENPE CENPF CENPV CEP126 CEP44 CEP55 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CIAO2B CLIC4 CNTRL CPEB3 CRMP1 CTDP1 CTNND1 CYLD DCDC1 DCTN3 DDX11 DEFA5 DNM2 DTNBP1 ECT2 EML3 EML4 ENTR1 ERH EXOC1 EXOC2 EXOC3 EXOC4 EXOC5 EXOC6 EXOC7 FAM50B FLCN FOXL2 GDI1 GEM GNAI1 GNAI2 GNAI3 GNL3 HEPACAM2 HNRNPU HSP90B1 HSPA5 IL16 INCENP IQGAP1 IST1 JTB KATNA1 KATNB1 KATNBL1 KEAP1 KIF13A KIF14 KIF20A KIF20B KIF23 KIF3B KIF4A KLHDC8B KLHL9 LATS1 LYRM1 LZTS2 MAK MAP10 MAPRE3 MARK4 MBD5 MICAL1 MICAL3 MITD1 MPLKIP MSRA MTCL1 MYH10 NAT10 NEK2 NEXMIF NUDC NUP62 OR2A4 PDCD6IP PDXP PIK3C3 PIK3CB PIN1 PITPNM1 PKN1 PKN2 PKP4 PLK1 POLDIP2 PPP1CC PRC1 PSRC1 PTCH1 RAB11FIP3 RAB11FIP4 RAB8A RACGAP1 RACK1 RAD21 RALA RALB RAN RAP2A RASGEF1B RCC2 RDX RHOA RNF8 SAFB SCCPDH SEPTIN1 SEPTIN12 SEPTIN2 SEPTIN6 SEPTIN7 SH3GLB1 SHCBP1 SIRT2 SLC2A1 SPAG5 SPART SPAST SSH1 SSNA1 STK17B SVIL SYNE1 TACC1 TBCK TEX14 TOPORS TRAPPC14 TRIOBP TSG101 TTC19 TTC23L TTC28 TTLL12 TXNDC9 URB2 USP3 USP50 USP8 UVRAG VPS37B VPS4A VPS4B WIZ YPEL5 ZFYVE19 ZFYVE26 ZNF330 GOCC_MISMATCH_REPAIR_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MISMATCH_REPAIR_COMPLEX MLH1 MLH3 MSH2 MSH3 MSH6 PMS1 PMS2 PMS2P1 PMS2P3 PMS2P5 PMS2P6 GOCC_MITOCHONDRIAL_ALPHA_KETOGLUTARATE_DEHYDROGENASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MITOCHONDRIAL_ALPHA_KETOGLUTARATE_DEHYDROGENASE_COMPLEX BCKDHA BCKDHB BCKDK DBT DLD MRPS36 GOCC_MITOCHONDRIAL_CRISTA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MITOCHONDRIAL_CRISTA ATPSCKMT CIBAR1 COX6B2 LYN OPA1 PTPN1 SLC8B1 TMEM70 GOCC_MITOCHONDRIAL_ENVELOPE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MITOCHONDRIAL_ENVELOPE ABCB10 ABCB6 ABCB7 ABCB8 ABCD1 ABCG2 ABHD6 ACACB ACAD11 ACAD9 ACADL ACADM ACADVL ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 ADAP2 ADCK1 AFG1L AFG3L2 AGK AGPAT4 AGPAT5 AIFM1 AIFM2 AIFM3 AK2 AKAP1 ALAS1 ALAS2 ALDH18A1 ALPL AMBP AMBRA1 ANTKMT APOO APOOL AQP8 ARL2 ARL2BP ARMC1 ARMC10 ARMC12 ARMCX1 ARMCX2 ARMCX3 ARMCX6 ASS1 ATAD1 ATAD3A ATAD3B ATCAY ATF2 ATG9A ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5F1EP2 ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5MGL ATP5MJ ATP5MK ATP5PB ATP5PD ATP5PF ATP5PO ATPSCKMT ATXN3 AURKAIP1 BAD BAK1 BAX BCL2 BCL2A1 BCL2L1 BCL2L10 BCL2L11 BCL2L13 BCL2L2 BCS1L BDH1 BECN1 BID BIK BLOC1S1 BLTP1 BLTP2 BMF BNIP1 BNIP3 BNIP3L BOK BPHL BRI3BP C11orf65 C15orf48 C19orf12 CABS1 CARD19 CASP8 CCDC51 CCDC90B CDC25C CDS2 CEBPZOS CEP89 CHCHD1 CHCHD10 CHCHD2 CHCHD3 CHCHD4 CHCHD5 CHCHD6 CHCHD7 CHDH CIAPIN1 CIBAR1 CIDEA CISD1 CISD2 CKMT1A CKMT1B CKMT2 CLPB CLPX CLU CMC4 CNP CNR1 COA1 COA3 COA4 COA6 COA7 COA8 COASY COQ10A COQ10B COQ2 COQ3 COQ4 COQ5 COQ6 COQ7 COQ8B COQ9 COX10 COX11 COX14 COX15 COX16 COX17 COX18 COX19 COX20 COX4I1 COX4I2 COX5A COX5B COX6A1 COX6A2 COX6B1 COX6B2 COX6C COX7A1 COX7A2 COX7A2L COX7A2P2 COX7B COX7B2 COX7C COX8A COX8C CPOX CPS1 CPT1A CPT1B CPT1C CPT2 CRAT CRLS1 CYB5A CYB5B CYB5R3 CYC1 CYCS CYP11A1 CYP11B1 CYP11B2 CYP1A1 CYP24A1 CYP27A1 CYP27B1 CYP27C1 CYP2E1 CYP2U1 DAO DAP3 DEGS1 DELE1 DHFR2 DHODH DIABLO DMAC1 DMAC2L DMPK DNAJC11 DNAJC15 DNAJC19 DNAJC30 DNM1L DUSP18 DUSP21 ECSIT EFHD1 ELK1 ENDOG EPHA4 ERAL1 ETFDH EXD2 EXOG FAM162A FAM210B FATE1 FBXL4 FDXR FECH FGR FIS1 FKBP10 FKBP8 FLVCR1 FLVCR2 FOXO3 FOXRED1 FPGS FUNDC1 FUNDC2 FZD9 GABBR1 GADD45GIP1 GATM GCAT GDAP1 GFER GHITM GK GK2 GNPAT GOLPH3 GPAM GPAT2 GPD2 GPER1 GRAMD4 GRPEL1 GRPEL2 GSDMD GUF1 HADHA HADHB HAX1 HCCS HIGD1A HIGD2A HINT2 HK1 HK2 HKDC1 HMOX1 HSD17B8 HSD3B1 HSD3B2 HSP90B2P HSPA9 HSPD1 HTRA2 IFI27 IFI27L2 IFI6 IKBKE IMMP1L IMMP2L IMMT IRGM KIF28P KMO KRAS L2HGDH LDHB LDHD LETM1 LETM2 LETMD1 LGALS3 LPIN1 LRRK2 LYN LYRM7 MAIP1 MAOA MAOB MAP1LC3B MAPK8IP1 MARCHF5 MAVS MCL1 MCU MCUB MCUR1 MFF MFN1 MFN2 MGARP MGST1 MGST3 MICOS10 MICOS13 MICU1 MICU2 MICU3 MIEF1 MIEF2 MIGA1 MIGA2 MISFA MIX23 MLXIP MOAP1 MPC1 MPC1L MPC2 MPV17 MPV17L2 MRPL1 MRPL10 MRPL11 MRPL12 MRPL13 MRPL14 MRPL15 MRPL16 MRPL17 MRPL18 MRPL19 MRPL2 MRPL20 MRPL21 MRPL22 MRPL23 MRPL24 MRPL27 MRPL28 MRPL3 MRPL30 MRPL32 MRPL33 MRPL34 MRPL35 MRPL36 MRPL37 MRPL38 MRPL39 MRPL4 MRPL40 MRPL41 MRPL42 MRPL43 MRPL44 MRPL45 MRPL46 MRPL47 MRPL48 MRPL49 MRPL50 MRPL51 MRPL52 MRPL53 MRPL54 MRPL55 MRPL57 MRPL58 MRPL9 MRPS10 MRPS11 MRPS12 MRPS14 MRPS15 MRPS16 MRPS17 MRPS18A MRPS18B MRPS18C MRPS2 MRPS21 MRPS22 MRPS23 MRPS24 MRPS25 MRPS26 MRPS27 MRPS28 MRPS30 MRPS31 MRPS33 MRPS34 MRPS35 MRPS36 MRPS5 MRPS6 MRPS7 MRPS9 MRS2 MSTO1 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MT3 MTARC1 MTARC2 MTCH1 MTCH2 MTCO2P12 MTERF3 MTFP1 MTG1 MTG2 MTHFD2L MTLN MTOR MTX1 MTX2 MTX3 MUL1 MYO19 MYOC NAT8L NBR1 NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA3 NDUFA4 NDUFA4L2 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF6 NDUFB1 NDUFB10 NDUFB11 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFC2-KCTD14 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 NEU4 NGRN NIPSNAP2 NLN NLRX1 NME4 NNT NOA1 NRP1 OGDH OGT OMA1 OPA1 OTC OXA1L PAM16 PANK2 PARK7 PARL PDE2A PEMT PET100 PGAM5 PGR PGRMC1 PGS1 PHB1 PHB2 PI4KB PIGBOS1 PINK1 PISD PLA2G2A PLA2G4A PLA2G4B PLA2G4C PLAAT3 PLD6 PLEC PLEKHN1 PLN PLSCR3 PMAIP1 PMPCA PMPCB PNPLA8 PNPT1 PPIF PPOX PPP1CC PPP1R15A PPP2R2B PRELID1 PRELID2 PRELID3A PRELID3B PRKCA PRKN PRODH PRODH2 PSEN1 PSEN2 PTCD3 PTPMT1 PTPN1 PTRH2 QTRT1 QTRT2 RAB11FIP5 RAB32 RAB5IF RAB7A RAC2 RAF1 RCC1L RDH13 REEP1 REXO2 RHBDD1 RHOD RHOT1 RHOT2 RMDN3 RNASET2 RNF144B RNF185 RNF5 ROMO1 RPS27A RPS3 RPS6KB1 RSAD2 RTN4IP1 SAMM50 SARM1 SCO1 SCO2 SDHA SDHAF3 SDHB SDHC SDHD SEPTIN4 SFXN1 SFXN2 SFXN3 SFXN4 SFXN5 SH3GLB1 SHMT2 SIRT4 SIRT5 SLC11A2 SLC22A14 SLC22A3 SLC22A4 SLC25A1 SLC25A10 SLC25A11 SLC25A12 SLC25A13 SLC25A14 SLC25A15 SLC25A16 SLC25A18 SLC25A19 SLC25A2 SLC25A20 SLC25A21 SLC25A22 SLC25A23 SLC25A24 SLC25A25 SLC25A26 SLC25A27 SLC25A28 SLC25A29 SLC25A3 SLC25A30 SLC25A31 SLC25A32 SLC25A33 SLC25A34 SLC25A35 SLC25A36 SLC25A37 SLC25A38 SLC25A39 SLC25A4 SLC25A40 SLC25A41 SLC25A42 SLC25A43 SLC25A44 SLC25A45 SLC25A46 SLC25A47 SLC25A48 SLC25A5 SLC25A51 SLC25A52 SLC25A53 SLC25A6 SLC27A1 SLC27A3 SLC29A3 SLC30A2 SLC30A9 SLC39A9 SLC41A3 SLC44A1 SLC44A2 SLC8A3 SLC8B1 SLC9B2 SMCP SMDT1 SMIM20 SNN SOD1 SORD SOX10 SPART SPATA18 SPATA19 SPG7 SPHK2 SPIRE1 SPNS1 SQOR SRC STAR STARD13 STARD7 STING1 STMP1 STOML2 SUOX SURF1 SYNJ2BP TAFAZZIN TAMM41 TDH THEM4 THG1L THOP1 TIGAR TIMM10 TIMM10B TIMM13 TIMM17A TIMM17B TIMM21 TIMM22 TIMM23 TIMM23B TIMM29 TIMM44 TIMM50 TIMM8A TIMM8B TIMM9 TIMMDC1 TMBIM6 TMEM11 TMEM126A TMEM126B TMEM135 TMEM14A TMEM14B TMEM14C TMEM14DP TMEM14EP TMEM160 TMEM177 TMEM186 TMEM223 TMEM242 TMEM65 TMEM70 TMX2 TOMM20 TOMM20L TOMM22 TOMM34 TOMM40 TOMM40L TOMM5 TOMM6 TOMM7 TOMM70 TRAF3IP3 TRAK1 TRAP1 TRIAP1 TRIM14 TRMT10B TSPO TTC19 TUFM TYMS UBA52 UBB UBC UBIAD1 UCP1 UCP2 UCP3 UFL1 ULK1 UQCC1 UQCC2 UQCC3 UQCC4 UQCC5 UQCC6 UQCR10 UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRFS1P1 UQCRH UQCRHL UQCRQ USP30 VAMP1 VAT1 VDAC1 VDAC2 VDAC3 VPS13A VPS13C VRK2 WASF1 WDR93 YME1L1 ZDHHC8 ZNFX1 GOCC_MITOCHONDRIAL_INTERMEMBRANE_SPACE_PROTEIN_TRANSPORTER_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MITOCHONDRIAL_INTERMEMBRANE_SPACE_PROTEIN_TRANSPORTER_COMPLEX TIMM10 TIMM10B TIMM13 TIMM8A TIMM8B TIMM9 GOCC_MITOCHONDRIAL_LARGE_RIBOSOMAL_SUBUNIT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MITOCHONDRIAL_LARGE_RIBOSOMAL_SUBUNIT GADD45GIP1 MPV17L2 MRPL1 MRPL10 MRPL11 MRPL12 MRPL13 MRPL14 MRPL15 MRPL16 MRPL17 MRPL18 MRPL19 MRPL2 MRPL20 MRPL21 MRPL22 MRPL23 MRPL24 MRPL27 MRPL28 MRPL3 MRPL30 MRPL32 MRPL33 MRPL34 MRPL35 MRPL36 MRPL37 MRPL38 MRPL39 MRPL4 MRPL40 MRPL41 MRPL42 MRPL43 MRPL44 MRPL45 MRPL46 MRPL47 MRPL48 MRPL49 MRPL50 MRPL51 MRPL52 MRPL53 MRPL54 MRPL55 MRPL57 MRPL58 MRPL9 MRPS18A MRPS30 MTERF4 NSUN3 NSUN4 GOCC_MITOCHONDRIAL_MATRIX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MITOCHONDRIAL_MATRIX AADAT AASS ABAT ABCE1 ABHD10 ACAA2 ACAD10 ACAD8 ACADL ACADM ACADS ACADSB ACADVL ACAT1 ACO2 ACOT11 ACOT13 ACOT2 ACOT9 ACP6 ACSF2 ACSF3 ACSM1 ACSM2A ACSM2B ACSM3 ACSM4 ACSM5 ACSM6 ACSS1 ACSS2 ACSS3 ADHFE1 ADPRS AGXT2 AK3 AK4 AKR1B15 ALAS1 ALAS2 ALDH1B1 ALDH1L2 ALDH2 ALDH4A1 ALDH5A1 ALDH6A1 ALDH7A1 ALKBH7 AMT ARG2 ARHGAP11B ARL2 ARL2BP ATAD3A ATG4D ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5PB ATXN3 AUH AURKAIP1 BCAT2 BCKDHA BCKDHB BCKDK BCL2L1 BCO2 BDH1 BLOC1S1 BOLA3 BTD C1QBP C2orf69 CA5A CA5B CARS2 CASQ1 CBR4 CCAR2 CCNB1 CDK1 CHCHD1 CHPF CLPP CLPX COASY COQ3 COQ5 CPS1 CS CYP11A1 CYP27A1 D2HGDH DAP3 DARS2 DBT DDX28 DECR1 DGLUCY DGUOK DHFR2 DHRS2 DHTKD1 DHX30 DLAT DLD DLST DMGDH DNA2 DNAJA3 DNAJC15 DNAJC19 DTYMK DUSP21 EARS2 ECHS1 ECI1 ELAC2 ERAL1 ERBB4 ETFA ETFB ETFBKMT ETFDH ETHE1 ETNPPL EXD2 FAHD1 FARS2 FASTK FASTKD1 FASTKD2 FASTKD3 FASTKD5 FDX1 FDX2 FDXR FECH FH FLAD1 FOXO3 FOXO3B FPGS FTMT FXN GADD45GIP1 GARS1 GCDH GCSH GFM1 GFM2 GLDC GLRX2 GLRX5 GLS GLS2 GLUD1 GLUD2 GLYAT GOT2 GPT2 GPX1 GRPEL1 GRPEL2 GRSF1 GSR GSTK1 GSTZ1 GUF1 HADH HADHA HADHB HAGH HARS2 HAX1 HIBADH HIBCH HMGCL HMGCS2 HOGA1 HSD17B10 HSD17B8 HSPA1L HSPA9 HSPD1 HSPE1 HTD2 HYKK IARS2 IBA57 IDH2 IDH3A IDH3B IDH3G ISCA1 ISCA2 ISCU IVD KARS1 LACTB2 LARS2 LDHAL6B LIAS LIPT1 LIPT2 LONP1 LRPPRC LRRC59 LRRK2 LYRM4 LYRM7 MAIP1 MALSU1 MARS2 MCAT MCCC1 MCCC2 MCEE MDH2 ME2 ME3 MECR METTL15 METTL17 METTL4 MIPEP MLYCD MMAA MMAB MMUT MPG MPST MPV17L2 MRM1 MRM2 MRM3 MRPL1 MRPL10 MRPL11 MRPL12 MRPL13 MRPL14 MRPL15 MRPL16 MRPL17 MRPL18 MRPL19 MRPL2 MRPL20 MRPL21 MRPL22 MRPL23 MRPL24 MRPL27 MRPL28 MRPL3 MRPL30 MRPL32 MRPL33 MRPL34 MRPL35 MRPL36 MRPL37 MRPL38 MRPL39 MRPL4 MRPL40 MRPL41 MRPL42 MRPL43 MRPL44 MRPL45 MRPL46 MRPL47 MRPL48 MRPL49 MRPL50 MRPL51 MRPL52 MRPL53 MRPL54 MRPL55 MRPL57 MRPL58 MRPL9 MRPS10 MRPS11 MRPS12 MRPS14 MRPS15 MRPS16 MRPS17 MRPS18A MRPS18B MRPS18C MRPS2 MRPS21 MRPS22 MRPS23 MRPS24 MRPS25 MRPS26 MRPS27 MRPS28 MRPS30 MRPS31 MRPS33 MRPS34 MRPS35 MRPS36 MRPS5 MRPS6 MRPS7 MRPS9 MRRF MTERF1 MTERF2 MTERF4 MTG1 MTG2 MTHFD1L MTHFD2 MTHFD2L MTHFS MTRES1 MTRF1L MYG1 NADK2 NAGS NARS2 NAT8L NAXD NAXE NDUFA10 NDUFA7 NDUFA9 NDUFAB1 NDUFAF1 NDUFAF7 NDUFB8 NDUFS1 NDUFS2 NDUFS3 NDUFS7 NDUFS8 NFS1 NME4 NMNAT3 NR3C1 NSUN3 NSUN4 NT5M NUBPL NUDT1 NUDT13 NUDT2 NUDT9 OAT OGDH OGDHL OGG1 OTC OXA1L OXCT1 OXCT2 PABPC5 PAM16 PARG PARK7 PARS2 PC PCCA PCCB PCK2 PDE12 PDE2A PDHA1 PDHA2 PDHB PDHX PDK1 PDK2 PDK3 PDK4 PDP1 PDP2 PDPR PDSS1 PDSS2 PHYKPL PIN4 PITRM1 PMPCA PMPCB PNPT1 POLDIP2 POLG POLG2 POLRMT PPA2 PPIF PPM1K PPTC7 PRDX3 PRDX5 PRIMPOL PRODH PRORP PTCD1 PTCD3 PTPN1 PUS1 PYCR1 PYCR2 PYROXD2 QARS1 RAD51 RARS2 REXO2 RIDA RNASEL RPS3 RPUSD3 RPUSD4 SARDH SARS2 SCO2 SDHAF1 SDHAF2 SDHAF3 SDHAF4 SHC1 SHMT2 SIRT3 SIRT4 SIRT5 SLC25A5 SMDT1 SOD1 SOD2 SSBP1 STYXL1 SUCLA2 SUCLG1 SUCLG2 SUOX SUPV3L1 TARS2 TBRG4 TEFM TERT TFAM TFB1M TFB2M THEM4 THEM5 TIMM44 TK2 TMLHE TOP1MT TOP3A TP53 TP53AIP1 TRAP1 TRIT1 TRMT10C TRMT2B TRMT5 TRMT61B TRNT1 TRUB2 TSFM TST TTC5 TUFM TWNK TXN2 TXNRD2 TYMS UQCC2 VDAC1 VDAC2 WARS2 YARS2 GOCC_MITOCHONDRIAL_PERMEABILITY_TRANSITION_PORE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MITOCHONDRIAL_PERMEABILITY_TRANSITION_PORE_COMPLEX BAX PPIF SLC25A31 SLC25A4 SLC25A5 SPG7 VDAC1 GOCC_MITOCHONDRIAL_PROTEIN_CONTAINING_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MITOCHONDRIAL_PROTEIN_CONTAINING_COMPLEX AFG3L2 AGK APOO APOOL ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5F1EP2 ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5MGL ATP5MJ ATP5MK ATP5PB ATP5PD ATP5PF ATP5PO AURKAIP1 BAX BCKDHA BCKDHB BCKDK BCS1L C15orf48 CHCHD1 CHCHD10 CHCHD3 CHCHD6 CLPX COX4I1 COX4I2 COX5A COX5B COX6A1 COX6A2 COX6B1 COX6C COX7A1 COX7A2 COX7A2L COX7A2P2 COX7B COX7C COX8A COX8C CYC1 DAP3 DBT DLAT DLD DNAJC11 DNAJC15 DNAJC19 FOXRED1 FXN GADD45GIP1 GRPEL1 GRPEL2 HADHA HADHB HSD17B10 HSPA9 IDH3A IDH3B IDH3G IMMP1L IMMP2L IMMT ISCU LYRM4 MCCC1 MCCC2 MCU MCUB MFN1 MICOS10 MICOS13 MICU1 MICU2 MICU3 MPC1 MPC2 MPV17L2 MRPL1 MRPL10 MRPL11 MRPL12 MRPL13 MRPL14 MRPL15 MRPL16 MRPL17 MRPL18 MRPL19 MRPL2 MRPL20 MRPL21 MRPL22 MRPL23 MRPL24 MRPL27 MRPL28 MRPL3 MRPL30 MRPL32 MRPL33 MRPL34 MRPL35 MRPL36 MRPL37 MRPL38 MRPL39 MRPL4 MRPL40 MRPL41 MRPL42 MRPL43 MRPL44 MRPL45 MRPL46 MRPL47 MRPL48 MRPL49 MRPL50 MRPL51 MRPL52 MRPL53 MRPL54 MRPL55 MRPL57 MRPL58 MRPL9 MRPS10 MRPS11 MRPS12 MRPS14 MRPS15 MRPS16 MRPS17 MRPS18A MRPS18B MRPS18C MRPS2 MRPS21 MRPS22 MRPS23 MRPS24 MRPS25 MRPS26 MRPS27 MRPS28 MRPS30 MRPS31 MRPS33 MRPS34 MRPS35 MRPS36 MRPS5 MRPS6 MRPS7 MRPS9 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MTCO2P12 MTERF4 MTX1 MTX2 MTX3 NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA3 NDUFA4 NDUFA4L2 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFAF1 NDUFB1 NDUFB10 NDUFB11 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFC2-KCTD14 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 NFS1 NSUN3 NSUN4 PAM16 PDHA1 PDHA2 PDHB PDHX PDK1 PDK2 PHB1 PHB2 PMPCA PMPCB PNPT1 POLG POLG2 POLRMT PPIF PRORP PTCD3 ROMO1 SAMM50 SDHA SDHB SDHC SDHD SLC25A31 SLC25A4 SLC25A5 SLC25A6 SMDT1 SPG7 SUCLG1 SUCLG2 SUPV3L1 TIMM10 TIMM10B TIMM13 TIMM17A TIMM17B TIMM21 TIMM22 TIMM23 TIMM23B TIMM29 TIMM44 TIMM50 TIMM8A TIMM8B TIMM9 TOMM20 TOMM20L TOMM22 TOMM40 TOMM40L TOMM5 TOMM6 TOMM7 TOMM70 TRMT10B TRMT10C UQCR10 UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRFS1P1 UQCRH UQCRHL UQCRQ VDAC1 WDR93 GOCC_MITOCHONDRIAL_PROTON_TRANSPORTING_ATP_SYNTHASE_COMPLEX_COUPLING_FACTOR_F_O https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MITOCHONDRIAL_PROTON_TRANSPORTING_ATP_SYNTHASE_COMPLEX_COUPLING_FACTOR_F_O ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MG ATP5MGL ATP5PB ATP5PD ATP5PF ATP5PO MT-ATP8 GOCC_MITOCHONDRIAL_PYRUVATE_DEHYDROGENASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MITOCHONDRIAL_PYRUVATE_DEHYDROGENASE_COMPLEX DLAT DLD PDHA1 PDHA2 PDHB PDHX PDK1 PDK2 GOCC_MITOCHONDRIAL_RESPIRATORY_CHAIN_COMPLEX_III https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MITOCHONDRIAL_RESPIRATORY_CHAIN_COMPLEX_III BCS1L CYC1 MT-CO1 MT-CYB UQCR10 UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRFS1P1 UQCRH UQCRHL UQCRQ GOCC_MITOCHONDRIAL_SMALL_RIBOSOMAL_SUBUNIT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MITOCHONDRIAL_SMALL_RIBOSOMAL_SUBUNIT AURKAIP1 CHCHD1 DAP3 MRPL42 MRPS10 MRPS11 MRPS12 MRPS14 MRPS15 MRPS16 MRPS17 MRPS18A MRPS18B MRPS18C MRPS2 MRPS21 MRPS22 MRPS23 MRPS24 MRPS25 MRPS26 MRPS27 MRPS28 MRPS31 MRPS33 MRPS34 MRPS35 MRPS5 MRPS6 MRPS7 MRPS9 PTCD3 GOCC_MITOCHONDRIAL_TRICARBOXYLIC_ACID_CYCLE_ENZYME_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MITOCHONDRIAL_TRICARBOXYLIC_ACID_CYCLE_ENZYME_COMPLEX BCKDHA BCKDHB BCKDK DBT DLD IDH3A IDH3B IDH3G MRPS36 SUCLG1 SUCLG2 GOCC_MITOCHONDRIA_ASSOCIATED_ENDOPLASMIC_RETICULUM_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MITOCHONDRIA_ASSOCIATED_ENDOPLASMIC_RETICULUM_MEMBRANE ACSL4 AHCYL1 ATG14 ATG5 BCAP31 BCL2L10 CANX CLCC1 FATE1 MBOAT7 PDZD8 RAB32 RAB38 SERAC1 STX17 TMEM41B TMX2 TOMM20 TOMM40 VPS13A ZFYVE1 GOCC_MITOCHONDRION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MITOCHONDRION AADAT AARS1 AARS2 AASS ABAT ABCB10 ABCB6 ABCB7 ABCB8 ABCD1 ABCD3 ABCE1 ABCG1 ABCG2 ABHD10 ABHD11 ABHD4 ABHD5 ABHD6 ABL1 ACAA2 ACACA ACACB ACAD10 ACAD11 ACAD8 ACAD9 ACADL ACADM ACADS ACADSB ACADVL ACAT1 ACAT2 ACBD3 ACO1 ACO2 ACOD1 ACOT11 ACOT13 ACOT2 ACOT7 ACOT9 ACP6 ACSBG2 ACSF2 ACSF3 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 ACSM1 ACSM2A ACSM2B ACSM3 ACSM4 ACSM5 ACSM6 ACSS1 ACSS2 ACSS3 ADAM28 ADAP2 ADCK1 ADCY10 ADH5 ADHFE1 ADPRS ADSS2 AFG1L AFG3L2 AGK AGMAT AGPAT4 AGPAT5 AGPS AGTPBP1 AGXT2 AIFM1 AIFM2 AIFM3 AIM2 AK2 AK3 AK4 AKAP1 AKAP10 AKR1B10 AKR1B15 AKR7A2 AKT1 ALAS1 ALAS2 ALDH18A1 ALDH1B1 ALDH1L2 ALDH2 ALDH4A1 ALDH5A1 ALDH6A1 ALDH7A1 ALKBH1 ALKBH3 ALKBH7 ALPL AMACR AMBP AMBRA1 AMMECR1 AMT ANK2 ANKRD37 ANTKMT ANXA6 AP3B1 APEX1 APEX2 APOO APOOL AQP8 ARAF ARG2 ARGLU1 ARHGAP11B ARID4B ARL2 ARL2BP ARMC1 ARMC10 ARMC12 ARMCX1 ARMCX2 ARMCX3 ARMCX6 ARMS2 ASAH2 ASB9 ASS1 ATAD1 ATAD3A ATAD3B ATAD3C ATCAY ATF2 ATG13 ATG4B ATG4D ATG9A ATP23 ATP2A1 ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5F1EP2 ATP5IF1 ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5MGL ATP5MJ ATP5MK ATP5PB ATP5PD ATP5PF ATP5PO ATP7B ATPAF1 ATPAF2 ATPSCKMT ATXN3 AUH AURKAIP1 AZIN2 BAD BAG5 BAK1 BAX BBC3 BBOX1 BCAP31 BCAT1 BCAT2 BCKDHA BCKDHB BCKDK BCL2 BCL2A1 BCL2L1 BCL2L10 BCL2L11 BCL2L13 BCL2L2 BCLAF3 BCO2 BCS1L BDH1 BDH2 BECN1 BID BIK BLID BLOC1S1 BLOC1S2 BLTP1 BLTP2 BMF BNIP1 BNIP3 BNIP3L BOK BOLA1 BOLA3 BPHL BRAF BRD8 BRI3BP BRINP3 BSG BTD C10orf67 C10orf88 C11orf65 C14orf119 C15orf48 C15orf62 C19orf12 C1QBP C1orf43 C2orf69 C9orf24 CA5A CA5B CA5BP1 CABS1 CAMK2A CAPN1 CAPN10 CAPRIN2 CARD19 CARS2 CASP14 CASP4 CASP8 CASP8AP2 CASP9 CASQ1 CAT CAVIN1 CBR4 CCAR2 CCDC51 CCDC70 CCDC90B CCM2 CCN6 CCNB1 CCR7 CDC25C CDK1 CDK5RAP1 CDS2 CEBPZOS CEND1 CEP89 CERT1 CFAP410 CFAP91 CHCHD1 CHCHD10 CHCHD2 CHCHD3 CHCHD4 CHCHD5 CHCHD6 CHCHD7 CHDH CHPF CIAPIN1 CIBAR1 CIDEA CISD1 CISD2 CISD3 CKB CKMT1A CKMT1B CKMT2 CLIC1 CLIC4 CLIC5 CLN8 CLPB CLPP CLPX CLU CLYBL CMC1 CMC2 CMC4 CMPK2 CNP CNR1 COA1 COA3 COA4 COA5 COA6 COA7 COA8 COASY COQ10A COQ10B COQ2 COQ3 COQ4 COQ5 COQ6 COQ7 COQ8A COQ8B COQ9 COX10 COX11 COX14 COX15 COX16 COX17 COX18 COX19 COX20 COX4I1 COX4I2 COX5A COX5B COX6A1 COX6A2 COX6B1 COX6B2 COX6C COX7A1 COX7A2 COX7A2L COX7A2P2 COX7B COX7B2 COX7C COX8A COX8C CPNE3 CPOX CPS1 CPT1A CPT1B CPT1C CPT2 CRAT CREB3L4 CREBZF CRLS1 CRY1 CRY2 CRYAB CRYM CS CSKMT CWC15 CYB5A CYB5B CYB5R1 CYB5R2 CYB5R3 CYC1 CYCS CYP11A1 CYP11B1 CYP11B2 CYP1A1 CYP1B1 CYP24A1 CYP27A1 CYP27B1 CYP27C1 CYP2D6 CYP2D7 CYP2E1 CYP2U1 CYRIB D2HGDH DAO DAOA DAP3 DARS2 DBT DCAF8 DCK DCPS DCTPP1 DDAH2 DDIT4 DDX1 DDX21 DDX28 DECR1 DEGS1 DELE1 DEPP1 DGAT2 DGLUCY DGUOK DHFR DHFR2 DHFRP1 DHODH DHRS2 DHRS4 DHTKD1 DHX30 DHX32 DHX36 DIABLO DIP2A DISC1 DLAT DLD DLST DMAC1 DMAC2L DMGDH DMPK DNA2 DNAJA1 DNAJA3 DNAJC11 DNAJC15 DNAJC19 DNAJC30 DNAJC5 DNLZ DNM1L DOK7 DTYMK DUSP18 DUSP21 DUT DYNLL1 EARS2 ECH1 ECHDC2 ECHDC3 ECHS1 ECI1 ECI2 ECSIT EFHD1 ELAC2 ELK1 ELK3 ENDOG ENOSF1 ENSG00000280071 ENY2 EPHA4 ERAL1 ERBB4 ERCC6L2 ERN1 ESR2 ETFA ETFB ETFBKMT ETFDH ETFRF1 ETHE1 ETNPPL EXD2 EXOG EYA2 FADS1 FAHD1 FAM110B FAM124B FAM162A FAM210A FAM210B FAM72A FANCG FARS2 FASTK FASTKD1 FASTKD2 FASTKD3 FASTKD5 FATE1 FBXL4 FBXO7 FBXW7 FDX1 FDX2 FDXR FECH FEM1A FEN1 FGR FH FHIT FIBP FIS1 FKBP10 FKBP4 FKBP8 FLAD1 FLVCR1 FLVCR2 FMC1 FOXK2 FOXO1 FOXO3 FOXO3B FOXRED1 FPGS FTMT FUNDC1 FUNDC2 FXN FYN FZD9 G0S2 GABARAPL1 GABBR1 GADD45GIP1 GARS1 GATB GATC GATD3 GATM GCAT GCDH GCK GCKR GCLC GCSH GDAP1 GDF5-AS1 GFER GFM1 GFM2 GHITM GIMAP8 GIT1 GJA1 GK GK2 GK5 GLDC GLOD4 GLRX2 GLRX5 GLS GLS2 GLUD1 GLUD2 GLUL GLYAT GLYATL1 GLYATL1B GLYATL2 GLYATL3 GLYCTK GNPAT GOLPH3 GOT2 GPAA1 GPAM GPAT2 GPD2 GPER1 GPN1 GPS2 GPT2 GPX1 GPX4 GRAMD4 GRPEL1 GRPEL2 GRSF1 GSDMD GSK3A GSK3B GSR GSTK1 GSTP1 GSTZ1 GTF3C4 GTPBP10 GTPBP3 GTPBP8 GUF1 GZMB HADH HADHA HADHB HAGH HAP1 HARS1 HARS2 HAT1 HAX1 HCCS HCLS1 HDHD5 HEATR1 HEBP2 HELB HEMK1 HIBADH HIBCH HIF3A HIGD1A HIGD1B HIGD1C HIGD2A HIGD2B HINT2 HIP1R HIVEP1 HK1 HK2 HK3 HKDC1 HLCS HMGCL HMGCS2 HMGN5 HMOX1 HOGA1 HPDL HRK HS1BP3 HSCB HSD17B10 HSD17B8 HSD3B1 HSD3B2 HSDL1 HSDL2 HSH2D HSP90AA1 HSP90AB1 HSP90B2P HSPA1A HSPA1B HSPA1L HSPA4 HSPA5 HSPA9 HSPB6 HSPD1 HSPE1 HTD2 HTRA2 HUWE1 HYKK IARS2 IBA57 IDE IDH1 IDH2 IDH3A IDH3B IDH3G IER3 IFI27 IFI27L1 IFI27L2 IFI6 IFIH1 IFIT3 IKBKE ILF3 IMMP1L IMMP2L IMMT IQCN IREB2 IRF3 IRGM ISCA1 ISCA2 ISCU IVD JARID2 JTB KANK2 KARS1 KCNQ3 KHDC3L KIF1B KIF28P KIF5B KIFBP KLC2 KLC3 KLK6 KMO KRAS KYAT1 KYAT3 KYNU L2HGDH LACTB LACTB2 LARS2 LDHA LDHAL6A LDHAL6B LDHB LDHC LDHD LETM1 LETM2 LETMD1 LGALS12 LGALS3 LIAS LIG1 LIG3 LIPF LIPT1 LIPT2 LONP1 LPIN1 LRPPRC LRRC10 LRRC59 LRRK1 LRRK2 LYN LYRM2 LYRM4 LYRM7 MACC1 MAFF MAIP1 MALSU1 MAOA MAOB MAP1LC3B MAP2K1 MAP2K2 MAPK1 MAPK10 MAPK12 MAPK14 MAPK3 MAPK8 MAPK8IP1 MAPK9 MAPT MARCHF5 MARK2 MARS2 MAVS MCAT MCCC1 MCCC2 MCCD1 MCEE MCL1 MCU MCUB MCUR1 MDH2 ME1 ME2 ME3 MECR METAP1D METTL13 METTL15 METTL17 METTL4 METTL8 METTL9 MFF MFHAS1 MFN1 MFN2 MGARP MGME1 MGST1 MGST3 MICOS10 MICOS13 MICU1 MICU2 MICU3 MIEF1 MIEF2 MIGA1 MIGA2 MIPEP MIR17 MIR29A MIR29B1 MIR29C MISFA MIX23 MLXIP MLYCD MMAA MMAB MMADHC MMP2 MMUT MOAP1 MOBP MPC1 MPC1L MPC2 MPG MPST MPV17 MPV17L MPV17L2 MRM1 MRM2 MRM3 MRPL1 MRPL10 MRPL11 MRPL12 MRPL13 MRPL14 MRPL15 MRPL16 MRPL17 MRPL18 MRPL19 MRPL2 MRPL20 MRPL21 MRPL22 MRPL23 MRPL24 MRPL27 MRPL28 MRPL3 MRPL30 MRPL32 MRPL33 MRPL34 MRPL35 MRPL36 MRPL37 MRPL38 MRPL39 MRPL4 MRPL40 MRPL41 MRPL42 MRPL43 MRPL44 MRPL45 MRPL46 MRPL47 MRPL48 MRPL49 MRPL50 MRPL51 MRPL52 MRPL53 MRPL54 MRPL55 MRPL57 MRPL58 MRPL9 MRPS10 MRPS11 MRPS12 MRPS14 MRPS15 MRPS16 MRPS17 MRPS18A MRPS18B MRPS18C MRPS2 MRPS21 MRPS22 MRPS23 MRPS24 MRPS25 MRPS26 MRPS27 MRPS28 MRPS30 MRPS31 MRPS33 MRPS34 MRPS35 MRPS36 MRPS5 MRPS6 MRPS7 MRPS9 MRRF MRS2 MSRA MSRB2 MSRB3 MSTO1 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MT3 MTARC1 MTARC2 MTCH1 MTCH2 MTCO2P12 MTERF1 MTERF2 MTERF3 MTERF4 MTFMT MTFP1 MTFR1 MTFR1L MTFR2 MTG1 MTG2 MTHFD1 MTHFD1L MTHFD2 MTHFD2L MTHFS MTIF2 MTIF3 MTLN MTO1 MTOR MTPAP MTRES1 MTRF1 MTRF1L MTRFR MTUS1 MTX1 MTX2 MTX3 MUL1 MUTYH MXD1 MYCBP MYG1 MYL10 MYO19 MYOC MYOM2 NACC2 NADK2 NAGS NAIF1 NAPG NARS2 NAT8L NAXD NAXE NBR1 NCBP1 NDFIP2 NDRG4 NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA3 NDUFA4 NDUFA4L2 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF6 NDUFAF7 NDUFAF8 NDUFB1 NDUFB10 NDUFB11 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFC2-KCTD14 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 NENF NEU4 NFKB1 NFS1 NFU1 NGB NGDN NGRN NIF3L1 NIPSNAP1 NIPSNAP2 NIPSNAP3A NIPSNAP3B NIT1 NLN NLRP3 NLRP5 NLRX1 NME4 NME6 NMNAT3 NMT1 NNT NOA1 NOC3L NOCT NOD2 NOL3 NOL6 NOL7 NOS1 NOS1AP NOX4 NR3C1 NR4A1 NRDC NRP1 NSUN2 NSUN3 NSUN4 NT5M NTHL1 NUBPL NUDT1 NUDT13 NUDT2 NUDT6 NUDT8 NUDT9 OAS1 OAT OGDH OGDHL OGG1 OGT OLFM4 OMA1 OPA1 OPA3 OSGEPL1 OTC OXA1L OXCT1 OXCT2 OXR1 OXSM P2RX7 P4HA1 PABPC5 PACS2 PAGE4 PAK5 PALLD PAM16 PANK2 PARG PARK7 PARL PARP1 PARP9 PARS2 PC PCCA PCCB PCF11 PCK2 PDE12 PDE2A PDF PDHA1 PDHA2 PDHB PDHX PDK1 PDK2 PDK3 PDK4 PDP1 PDP2 PDPN PDPR PDSS1 PDSS2 PDZD8 PECR PEMT PERP PET100 PET117 PEX11B PEX5 PFDN2 PFDN4 PGAM5 PGR PGRMC1 PGS1 PHB1 PHB2 PHYKPL PI4K2A PI4KB PIF1 PIGBOS1 PIN4 PINK1 PINX1 PISD PITRM1 PIWIL4 PKM PLA2G2A PLA2G4A PLA2G4B PLA2G4C PLA2G4F PLA2G6 PLAAT1 PLAAT3 PLD6 PLEC PLEKHN1 PLIN5 PLN PLSCR3 PMAIP1 PMPCA PMPCB PNKD PNPLA4 PNPLA8 PNPT1 POLDIP2 POLG POLG2 POLR1G POLRMT POU5F1 POU5F1B PPA2 PPARGC1B PPIF PPM1H PPM1J PPM1K PPM1M PPOX PPP1CC PPP1R15A PPP2CA PPP2R1A PPP2R2B PPP3CA PPP3CC PPP3R2 PPP6C PPTC7 PRDX3 PRDX5 PRDX6 PRELID1 PRELID2 PRELID3A PRELID3B PRICKLE3 PRIMPOL PRKACA PRKCA PRKCD PRKCE PRKN PRODH PRODH2 PRORP PSEN1 PSEN2 PSMB4 PSMB6 PTCD1 PTCD2 PTCD3 PTGES2 PTPMT1 PTPN1 PTRH2 PTS PUS1 PUS10 PUSL1 PYCARD PYCR1 PYCR2 PYROXD2 PYURF QARS1 QRSL1 QTRT1 QTRT2 RAB11FIP3 RAB11FIP5 RAB29 RAB32 RAB38 RAB40AL RAB5IF RAB7A RAC2 RACK1 RAD51 RAD51C RAF1 RALA RALBP1 RAP1GDS1 RARS2 RBFA RCC1L RDH13 REEP1 REXO2 RFK RGS2 RHBDD1 RHOD RHOT1 RHOT2 RIDA RIPK1 RMDN1 RMDN2 RMDN3 RMND1 RMRP RNASEL RNASET2 RNF144B RNF185 RNF5 ROMO1 RPS27A RPS3 RPS6KA6 RPS6KB1 RPUSD3 RPUSD4 RRM1 RRM2B RSAD1 RSAD2 RTL10 RTN4IP1 RXRA S100A1 S1PR4 SACS SAMD9L SAMM50 SARDH SARM1 SARS2 SCCPDH SCO1 SCO2 SCP2 SDHA SDHAF1 SDHAF2 SDHAF3 SDHAF4 SDHB SDHC SDHD SDS SECISBP2 SELENOO SEPTIN4 SERAC1 SESN2 SFXN1 SFXN2 SFXN3 SFXN4 SFXN5 SGK1 SH3BP5 SH3GLB1 SHC1 SHMT2 SIAH3 SIRT1 SIRT2 SIRT3 SIRT4 SIRT5 SLC11A2 SLC22A14 SLC22A3 SLC22A4 SLC25A1 SLC25A10 SLC25A11 SLC25A12 SLC25A13 SLC25A14 SLC25A15 SLC25A16 SLC25A18 SLC25A19 SLC25A2 SLC25A20 SLC25A21 SLC25A22 SLC25A23 SLC25A24 SLC25A25 SLC25A26 SLC25A27 SLC25A28 SLC25A29 SLC25A3 SLC25A30 SLC25A31 SLC25A32 SLC25A33 SLC25A34 SLC25A35 SLC25A36 SLC25A37 SLC25A38 SLC25A39 SLC25A4 SLC25A40 SLC25A41 SLC25A42 SLC25A43 SLC25A44 SLC25A45 SLC25A46 SLC25A47 SLC25A48 SLC25A5 SLC25A51 SLC25A52 SLC25A53 SLC25A6 SLC27A1 SLC27A3 SLC29A3 SLC30A2 SLC30A7 SLC30A9 SLC35F6 SLC39A9 SLC41A3 SLC44A1 SLC44A2 SLC8A3 SLC8B1 SLC9A1 SLC9A6 SLC9B2 SLIRP SLIT3 SMAD5 SMCP SMDT1 SMIM20 SMURF1 SNAP23 SNCA SNN SNPH SOD1 SOD2 SORD SOX10 SOX4 SP140 SPARC SPART SPATA18 SPATA19 SPATA33 SPATA5 SPG7 SPHK2 SPHKAP SPIRE1 SPNS1 SQOR SQSTM1 SRC SSBP1 STAP1 STAR STARD13 STARD3 STARD7 STING1 STK11 STMP1 STOM STOML2 STPG1 STX17 STXBP1 STYXL1 SUCLA2 SUCLG1 SUCLG2 SUGCT SULT4A1 SUOX SUPV3L1 SURF1 SYNE2 SYNJ2BP TACO1 TAFAZZIN TAMM41 TANGO2 TARDBP TARS2 TAX1BP1 TBRG4 TCAIM TCHP TDH TDRKH TEFM TERT TEX10 TFAM TFAP2C TFAP4 TFB1M TFB2M TGM2 TH THEM4 THEM5 THG1L THOP1 TICAM1 TIGAR TIMM10 TIMM10B TIMM13 TIMM17A TIMM17B TIMM21 TIMM22 TIMM23 TIMM23B TIMM29 TIMM44 TIMM50 TIMM8A TIMM8B TIMM9 TIMMDC1 TK2 TMBIM6 TMEM102 TMEM11 TMEM126A TMEM126B TMEM135 TMEM143 TMEM14A TMEM14B TMEM14C TMEM14DP TMEM14EP TMEM160 TMEM177 TMEM186 TMEM223 TMEM242 TMEM65 TMEM70 TMEM71 TMEM8B TMIGD1 TMLHE TMX2 TNRC18 TOMM20 TOMM20L TOMM22 TOMM34 TOMM40 TOMM40L TOMM5 TOMM6 TOMM7 TOMM70 TOP1MT TOP3A TP53 TP53AIP1 TPPP TRAF3 TRAF3IP3 TRAFD1 TRAK1 TRAK2 TRAP1 TRIAP1 TRIM14 TRIM24 TRIM27 TRIM31 TRIM34 TRIM39 TRIT1 TRMT10B TRMT10C TRMT2B TRMT5 TRMT61B TRMU TRNT1 TRUB1 TRUB2 TSC22D1 TSFM TSPO TSPOAP1 TST TTC19 TTC5 TUFM TUSC2 TUSC3 TUT1 TWNK TXN2 TXNRD1 TXNRD2 TXNRD3 TYMS UBA1 UBA52 UBB UBC UBIAD1 UCP1 UCP2 UCP3 UFL1 ULK1 UNG UQCC1 UQCC2 UQCC3 UQCC4 UQCC5 UQCC6 UQCR10 UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRFS1P1 UQCRH UQCRHL UQCRQ URI1 UROS USP15 USP30 USP48 VAMP1 VARS2 VASN VAT1 VDAC1 VDAC2 VDAC3 VHL VPS13A VPS13C VPS35 VPS54 VRK2 VWA8 WARS2 WASF1 WDR26 WDR81 WDR93 WWOX XAF1 XPC XPNPEP3 XRCC3 YARS2 YKT6 YME1L1 YRDC ZBTB6 ZDHHC8 ZFYVE1 ZMIZ2 ZNF205 ZNF217 ZNFX1 GOCC_MITOTIC_COHESIN_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MITOTIC_COHESIN_COMPLEX RAD21 SGO2 SMC1A SMC3 STAG1 STAG2 GOCC_MITOTIC_SPINDLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MITOTIC_SPINDLE AAAS AGBL5 ARHGEF7 ASPM ATAT1 AURKA AURKB BCCIP CAPG CCDC117 CCSAP CD180 CDC14A CDC14B CDC14C CDC16 CDC27 CDC42 CDC6 CDC7 CDK1 CDK5RAP2 CENPE CEP295 CKAP2 CKAP2L CLASP1 CLASP2 CLTC CNTRL CTTN CUL3 CXCR2 DCDC1 DCDC2 DCTN1 DIAPH1 DLGAP5 DR1 DYNLL1 DYNLT3 ECT2 EFHC1 EML1 EML2 EML3 EML4 EPB41 ESPL1 FAM161A FAM83D FLCN GEM GIT1 GOLGA2 GPSM2 GPX2 HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HDAC3 HECW2 HEPACAM2 HNF4G HNRNPU HSF1 IK IKBKG IQCB1 KAT14 KAT2A KAT2B KAT5 KATNA1 KATNBL1 KIF11 KIF18A KIF18B KIF20B KIF22 KIF23 KIF2B KIFC1 KIFC2 KLHL22 KNSTRN LIMK2 LSM14A MAD1L1 MAD2L1 MAK MAP10 MAP1S MAP4 MAP9 MAPK1 MAPKBP1 MAPRE1 MAPRE3 MBIP MISP MYF6 NCOR1 NEDD9 NEIL2 NGRN NIN NUDC NUDCD2 NUMA1 NUP62 NUSAP1 ODAM OR2A4 PHLPP2 PKD2 PKHD1 PKP4 PLK1 POLDIP2 PRC1 PTPN7 PYCR3 RACGAP1 RAE1 RANGAP1 RCC2 RMDN1 RMDN2 RMDN3 RPS3 RTRAF SGF29 SIRT2 SKA1 SKA3 SLC34A1 SMC1A SMC3 SMC6 SPAG5 SPOUT1 STAG1 STAG2 TACC3 TADA2A TADA3 TAF1D TBCK TBL1X TBL1XR1 TFDP2 TMEM9 TNKS TPPP TPR TPX2 TRAPPC14 TRAT1 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B TUBG1 USP44 WAPL WDR5 WDR62 WNK1 WRAP73 YEATS2 YPEL5 ZZZ3 GOCC_MITOTIC_SPINDLE_ASTRAL_MICROTUBULE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MITOTIC_SPINDLE_ASTRAL_MICROTUBULE CCSAP DYNLT3 KIF18A KIF18B MAPRE1 MAPRE3 MISP NUMA1 GOCC_MITOTIC_SPINDLE_MICROTUBULE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MITOTIC_SPINDLE_MICROTUBULE CEP295 CLTC EML3 HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HNRNPU MAP1S TUBG1 GOCC_MITOTIC_SPINDLE_MIDZONE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MITOTIC_SPINDLE_MIDZONE AURKB CENPE CTTN EML1 HNRNPU KIF18A KIF18B KIF20B MAP10 MAP9 NUMA1 OR2A4 PRC1 RCC2 GOCC_MITOTIC_SPINDLE_POLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MITOTIC_SPINDLE_POLE ARHGEF7 ASPM AURKA AURKB BCCIP CDK5RAP2 CNTRL EML1 FAM161A FAM83D GIT1 GPSM2 HSF1 IK KAT5 KATNA1 KATNBL1 KIF20B MAD1L1 MAP10 MAPKBP1 MAPRE1 NIN NUMA1 OR2A4 PLK1 RAE1 RMDN1 RMDN2 RMDN3 SMC1A SMC3 SMC6 SPAG5 STAG1 STAG2 TNKS YPEL5 GOCC_MKS_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MKS_COMPLEX AHI1 B9D1 B9D2 CC2D2A CEP290 MKS1 TCTN1 TCTN2 TMEM107 TMEM17 TMEM216 TMEM231 TMEM67 GOCC_MLL1_2_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MLL1_2_COMPLEX ASH2L C17orf49 CHD8 DPY30 E2F6 HCFC1 HCFC2 INO80C KANSL1 KAT8 KMT2A KMT2B LAS1L MAX MCRS1 MEN1 MGA PELP1 PHF20 PRPF31 RBBP5 RNF2 RUVBL1 RUVBL2 SENP3 TAF1 TAF4 TAF6 TAF7 TAF9 TEX10 WDR5 GOCC_MLL3_4_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MLL3_4_COMPLEX ASH2L DPY30 KDM6A KDM6B KMT2C KMT2D NCOA6 PAGR1 PAXIP1 RBBP5 UTY WDR5 GOCC_MMXD_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MMXD_COMPLEX CIAO1 CIAO2B ERCC2 MMS19 SLC25A5 GOCC_MON1_CCZ1_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MON1_CCZ1_COMPLEX CCZ1 CCZ1B MON1A MON1B RMC1 GOCC_MONOATOMIC_ION_CHANNEL_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MONOATOMIC_ION_CHANNEL_COMPLEX ABCB8 ABCC8 ABCC9 ABHD12 ABHD6 AKAP6 AKAP9 ANO1 ANO2 ANO6 ATP2A1 BEST1 BEST2 BEST3 BEST4 C2CD6 CACHD1 CACNA1A CACNA1B CACNA1C CACNA1D CACNA1E CACNA1F CACNA1G CACNA1H CACNA1I CACNA1S CACNA2D1 CACNA2D2 CACNA2D3 CACNA2D4 CACNB1 CACNB2 CACNB3 CACNB4 CACNG1 CACNG2 CACNG3 CACNG4 CACNG5 CACNG6 CACNG7 CACNG8 CALM1 CALM2 CALM3 CASQ2 CATSPER1 CATSPER2 CATSPER3 CATSPER4 CATSPERB CATSPERD CATSPERE CATSPERG CATSPERZ CCDC51 CFTR CHRFAM7A CHRNA1 CHRNA2 CHRNA3 CHRNA4 CHRNA5 CHRNA6 CHRNA7 CHRNA9 CHRNB1 CHRNB2 CHRNB3 CHRNB4 CHRND CHRNE CLCA3P CLCC1 CLCN1 CLCN2 CLCN7 CLCNKA CLCNKB CLDN17 CLDN4 CLIC1 CLIC2 CLIC3 CLIC4 CLIC5 CLIC6 CNGA1 CNGA2 CNGA3 CNGA4 CNGB1 CNGB3 CNIH2 CNIH3 CNTNAP2 CPT1C DLG3 DLG4 DPP10 DPP6 EFCAB9 EPS8 FKBP1A FKBP1B GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRB1 GABRB2 GABRB3 GABRD GABRE GABRG1 GABRG2 GABRG3 GABRP GABRQ GABRR1 GABRR2 GABRR3 GLRA1 GLRA2 GLRA3 GLRB GRIA1 GRIA2 GRIA3 GRIA4 GRID2 GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B HCN1 HCN2 HCN3 HCN4 HSPA2 HTR3A HTR3B HTR3C HTR3D HTR3E KCNA1 KCNA10 KCNA2 KCNA3 KCNA4 KCNA5 KCNA6 KCNA7 KCNAB1 KCNAB2 KCNAB3 KCNB1 KCNB2 KCNC1 KCNC2 KCNC3 KCNC4 KCND1 KCND2 KCND3 KCNE1 KCNE2 KCNE5 KCNF1 KCNG1 KCNG2 KCNG3 KCNG4 KCNH1 KCNH2 KCNH4 KCNIP1 KCNIP2 KCNIP3 KCNIP4 KCNJ11 KCNJ14 KCNJ16 KCNJ2 KCNJ3 KCNJ4 KCNJ5 KCNJ6 KCNJ8 KCNK1 KCNK2 KCNK4 KCNK6 KCNMA1 KCNMB1 KCNMB2 KCNMB3 KCNMB4 KCNN1 KCNN4 KCNQ1 KCNQ2 KCNQ3 KCNQ4 KCNQ5 KCNS1 KCNS2 KCNS3 KCNV1 KCNV2 LRRC26 LRRC38 LRRC52 LRRC55 LRRC8A LRRC8B LRRC8C LRRC8D LRRC8E MCU MCUB MICU1 MICU2 MICU3 OLFM2 OLFM3 ORAI1 OSTM1 PACC1 PDE4B PDE4D PKD1 PKD1L1 PKD1L3 PKD2 PKD2L1 PORCN PRKACA PTK2B PTPA RYR1 RYR2 RYR3 SCN10A SCN11A SCN1A SCN1B SCN2A SCN2B SCN3A SCN3B SCN4A SCN4B SCN5A SCN7A SCN8A SCN9A SCNN1A SCNN1B SCNN1D SCNN1G SHISA6 SHISA7 SHISA8 SHISA9 SLC17A6 SLC17A7 SLC17A8 SLC26A6 SLC5A3 SMDT1 STAC3 STXBP5 TMEM249 TMEM262 TRPC1 TRPC3 TRPC4 TRPC5 TRPC6 TRPC7 TRPM4 TRPV6 TTYH1 TTYH2 TTYH3 UNC80 VWC2 VWC2L GOCC_MOTILE_CILIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MOTILE_CILIUM ABHD2 ACE ACTA2 ACTL7A ADAM15 ADCY10 ADGB AK1 AK2 AK7 AK8 AKAP3 AKAP4 ANXA1 ARL13B ATG16L1 ATP1A1 ATP1A4 ATP1B1 ATP1B3 ATP2B4 BBS1 BBS2 BBS4 C10orf82 C2CD6 C7orf31 C9orf24 CABCOCO1 CABS1 CABYR CALM1 CALM2 CALM3 CAMSAP3 CAPZB CATSPER1 CATSPER2 CATSPER3 CATSPER4 CATSPERB CATSPERD CATSPERE CATSPERG CATSPERZ CCDC103 CCDC172 CCDC181 CCDC34 CCDC38 CCDC65 CCR6 CD52 CEP20 CEP89 CETN2 CFAP100 CFAP119 CFAP161 CFAP20 CFAP206 CFAP221 CFAP251 CFAP300 CFAP36 CFAP43 CFAP44 CFAP45 CFAP47 CFAP52 CFAP58 CFAP61 CFAP65 CFAP69 CFAP70 CFAP73 CFAP74 CFAP91 CFAP99 CROCC CST11 CT55 CUL3 DAAM1 DAW1 DCDC2C DEFB1 DLD DNAAF11 DNAAF5 DNAH1 DNAH10 DNAH11 DNAH14 DNAH17 DNAH2 DNAH3 DNAH5 DNAH6 DNAH7 DNAH8 DNAH9 DNAI1 DNAI2 DNAI4 DNAJB13 DNALI1 DNHD1 DRC1 DRC3 DRC7 DRD2 DYDC1 DYNC2H1 DYNC2LI1 DYNLT4 EFCAB2 EFCAB9 ENKUR ENO4 FAM166A FBXL13 FLACC1 FSCB FSIP2 GABARAP GARIN2 GAS8 GK2 GSTM3 HAVCR1 HIF1A HSP90AA1 HSPD1 HYAL3 IFT172 IFT20 IFT27 IFT46 IFT52 IFT74 IFT81 IFT88 IL4I1 INTU IQCA1 IQCD IQCG IQUB KIF9 KLC3 LDHC LINC02914 LYZL4 LYZL6 MAK MKKS MNS1 MORN5 MROH2B NHERF1 NME5 NME8 NPHP1 ODAD4 ODF1 ODF2 ODF3 ODF3B OFD1 OXCT2 PACRG PAFAH1B1 PFKM PGAM4 PGK2 PKD1 PKD2 PMFBP1 PPP3R2 PRKACA PRKAR1A PTCHD3 QRICH2 RAN RAP1A RHO RNF38 ROPN1 ROPN1B ROPN1L RPGR RSPH1 RSPH14 RSPH3 RSPH4A RSPH6A RSPH9 SAXO1 SAXO2 SCNN1A SEPTIN10 SEPTIN12 SEPTIN2 SEPTIN4 SEPTIN6 SEPTIN7 SLC22A14 SLC25A31 SLC26A3 SLC26A6 SLC26A8 SLC9B1 SLC9B2 SLC9C1 SLIRP SORD SPA17 SPACA3 SPACA5 SPACA5B SPACA9 SPAG16 SPAG17 SPAG4 SPAG6 SPATA19 SPATA33 SPATA6 SPATA6L SPATC1L SPEF1 SPEF2 SQSTM1 SSNA1 SSX1 STARD10 SUN5 TACR1 TACR2 TACR3 TAS2R43 TBC1D21 TCP11 TCP11X1 TCTE1 TEKT1 TEKT2 TEKT3 TEKT4 TEKT5 TEPP TEX33 TEX49 TMEM249 TMEM262 TOMM20 TPGS1 TPPP2 TSGA10 TSSK1B TSSK4 TTC29 TTLL1 TTLL3 TTLL8 TTLL9 USP26 VDAC2 VPS13A WBP2NL WDR19 GOCC_MPP7_DLG1_LIN7_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MPP7_DLG1_LIN7_COMPLEX DLG1 LIN7A LIN7B LIN7C MPP7 GOCC_MRNA_CAP_BINDING_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MRNA_CAP_BINDING_COMPLEX AGO2 CYFIP1 EIF4E EIF4E1B EIF4E2 EIF4E3 FMR1 NCBP1 NCBP2 NCBP3 RAMAC RAMACL RNMT GOCC_MRNA_CLEAVAGE_AND_POLYADENYLATION_SPECIFICITY_FACTOR_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MRNA_CLEAVAGE_AND_POLYADENYLATION_SPECIFICITY_FACTOR_COMPLEX CPSF1 CPSF2 CPSF3 CPSF4 CPSF4L CPSF6 CPSF7 CSTF2 CSTF2T FIP1L1 NUDT21 SSU72 SSU72L1 SSU72L2 SSU72L3 SSU72L4 SSU72L5 SSU72L6 SYMPK WDR33 ZC3H3 GOCC_MRNA_CLEAVAGE_FACTOR_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MRNA_CLEAVAGE_FACTOR_COMPLEX CLP1 CPSF1 CPSF2 CPSF3 CPSF4 CPSF4L CPSF6 CPSF7 CSTF1 CSTF2 CSTF2T CSTF3 FIP1L1 NUDT21 PCF11 SCAF8 SSU72 SSU72L1 SSU72L2 SSU72L3 SSU72L4 SSU72L5 SSU72L6 SYMPK WDR33 ZC3H3 GOCC_MRNA_EDITING_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MRNA_EDITING_COMPLEX A1CF APOBEC1 APOBEC3F APOBEC3G CBLL1 HNRNPAB METTL14 METTL3 METTL4 RBM15 RBM15B RBM47 VIRMA WTAP ZC3H13 GOCC_MSL_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MSL_COMPLEX KAT5 KAT8 MSL1 MSL2 MSL3 MSL3P1 GOCC_MULTIMERIC_RIBONUCLEASE_P_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MULTIMERIC_RIBONUCLEASE_P_COMPLEX POP1 POP4 POP5 POP7 RPP14 RPP21 RPP25 RPP30 RPP38 RPP40 GOCC_MULTIVESICULAR_BODY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MULTIVESICULAR_BODY ABCA3 ABCB6 ACP3 APOE ATP13A2 BACE1 BST2 CD300LG CD63 CD74 CD79A CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 COLEC10 CRHBP CST7 CTSH CTSL ECPAS EGFR GFRA1 GIMAP5 HDAC6 HGS LAMP1 LAPTM4B LRAT LRRK2 MBL2 NAPSA NDFIP2 NEDD4L NSG1 NSG2 PGA3 PGA4 PGA5 PMEL PRKAR1A PRKAR1B RAB11A RAB27A RAB27B SFTPA1 SFTPA2 SFTPB SFTPC SFTPD SLC17A8 SLC2A4 SLC9A8 SORL1 STEAP3 TMEM9 TPT1 TSG101 VTA1 ZP2 GOCC_MULTIVESICULAR_BODY_INTERNAL_VESICLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MULTIVESICULAR_BODY_INTERNAL_VESICLE APOE CD63 EGFR LAPTM4B LRRK2 PMEL GOCC_MULTIVESICULAR_BODY_LUMEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MULTIVESICULAR_BODY_LUMEN CTSH NAPSA PGA3 PGA4 PGA5 SFTPB SFTPC GOCC_MULTIVESICULAR_BODY_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MULTIVESICULAR_BODY_MEMBRANE ABCA3 ABCB6 ATP13A2 CD300LG CD63 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 GIMAP5 HGS LAPTM4B NDFIP2 NSG1 NSG2 PMEL RAB27A RAB27B SLC9A8 SORL1 TMEM9 GOCC_MULTI_PASS_TRANSLOCON_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MULTI_PASS_TRANSLOCON_COMPLEX CCDC47 NCLN NOMO1 NOMO2 NOMO3 RAB5IF TMCO1 TMEM147 WDR83OS GOCC_MUSCLE_MYOSIN_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MUSCLE_MYOSIN_COMPLEX MYH1 MYH11 MYH13 MYH2 MYH3 MYH4 MYH6 MYH7 MYH8 MYL1 MYL11 MYL3 MYL5 MYL6B MYL9 GOCC_MYELIN_SHEATH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MYELIN_SHEATH ANXA2 BCL2 CA13 CA2 CALM1 CALM2 CALM3 CLDN5 CNP CNTN2 DLG1 ERBB2 ERMN EXOC4 GDI1 GJC2 GJC3 GPM6B HSP90AA1 HSP90AA4P ITGB1 ITPR3 JAM3 MAG MAL MARVELD2 MBP MPZ MYO1D NCMAP PALS1 PLEC PLLP PLP1 PMP2 PMP22 PRKCI PRKCZ PRXL2B PTEN SCRIB SERINC5 SIRT2 STX4 TSPAN2 TUBB4A GOCC_MYELIN_SHEATH_ABAXONAL_REGION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MYELIN_SHEATH_ABAXONAL_REGION CNP DLG1 EXOC4 ITGB1 PRKCZ SCRIB GOCC_MYELIN_SHEATH_ADAXONAL_REGION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MYELIN_SHEATH_ADAXONAL_REGION ANXA2 CNP MAG PALS1 PTEN STX4 GOCC_MYOFILAMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MYOFILAMENT ACTA1 ACTL8 LMOD1 LMOD2 LMOD3 MYBPC3 MYBPHL MYOM1 PVALEF TMOD1 TMOD2 TMOD3 TMOD4 TNNC1 TNNC2 TNNI1 TNNI2 TNNI3 TNNT1 TNNT2 TNNT3 TPM1 TPM2 TPM3 TPM4 TRIM32 GOCC_MYOSIN_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MYOSIN_COMPLEX BMF CCDC102A CGN CGNL1 DYNLL2 MYH1 MYH10 MYH11 MYH13 MYH14 MYH15 MYH16 MYH2 MYH3 MYH4 MYH6 MYH7 MYH7B MYH8 MYH9 MYL1 MYL11 MYL12A MYL12B MYL2 MYL3 MYL4 MYL5 MYL6 MYL6B MYL7 MYL9 MYO10 MYO15A MYO16 MYO18A MYO18B MYO19 MYO1A MYO1B MYO1C MYO1D MYO1E MYO1F MYO1G MYO1H MYO3A MYO3B MYO5A MYO5B MYO5C MYO6 MYO7A MYO7B MYO9A MYO9B GOCC_MYOSIN_FILAMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MYOSIN_FILAMENT ACTG2 MYBPC1 MYBPC2 MYBPC3 MYBPH MYH1 MYH10 MYH11 MYH13 MYH14 MYH15 MYH2 MYH3 MYH4 MYH6 MYH7 MYH7B MYH8 MYH9 MYO18A MYO18B MYOM1 MYOM2 TRIM32 GOCC_MYOSIN_II_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_MYOSIN_II_COMPLEX MYH1 MYH10 MYH11 MYH13 MYH14 MYH15 MYH2 MYH3 MYH4 MYH6 MYH7 MYH7B MYH8 MYH9 MYL1 MYL11 MYL12A MYL12B MYL3 MYL4 MYL5 MYL6 MYL6B MYL9 MYO18A MYO18B GOCC_M_BAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_M_BAND ALDOA ANK1 ANK2 CMYA5 CRYAB ENO1 KCTD6 KLHL41 LMOD2 LMOD3 LRRC39 MYOM1 MYOM2 MYOM3 NBR1 OBSCN OBSL1 PPP2R5A SMPX SMTNL1 SPTBN1 TRIM63 GOCC_NADH_DEHYDROGENASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_NADH_DEHYDROGENASE_COMPLEX FOXRED1 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA3 NDUFA4 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFAF1 NDUFB1 NDUFB10 NDUFB11 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFC2-KCTD14 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 WDR93 GOCC_NADPH_OXIDASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_NADPH_OXIDASE_COMPLEX CYBA CYBB DUOX1 DUOX2 NCF1 NCF1B NCF1C NCF2 NCF4 NOX1 NOX3 NOX4 NOX5 NOXA1 NOXO1 RAC1 RAC2 RAC3 GOCC_NASCENT_POLYPEPTIDE_ASSOCIATED_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_NASCENT_POLYPEPTIDE_ASSOCIATED_COMPLEX BTF3 NACA NACA2 NACA4P NACAD GOCC_NATA_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_NATA_COMPLEX NAA10 NAA11 NAA15 NAA16 NAA50 GOCC_NBAF_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_NBAF_COMPLEX ACTB ACTL6B ARID1A ARID1B DPF1 DPF2 DPF3 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD3 SMARCE1 SS18L1 GOCC_NETWORK_FORMING_COLLAGEN_TRIMER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_NETWORK_FORMING_COLLAGEN_TRIMER COL10A1 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 COL8A1 GOCC_NEUROFIBRILLARY_TANGLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_NEUROFIBRILLARY_TANGLE CLU MAPT NEFH NEFM PICALM GOCC_NEUROFILAMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_NEUROFILAMENT CLDN11 DLGAP2 INA LDLRAP1 NEFH NEFL NEFM NRP1 SHANK2 GOCC_NEUROMUSCULAR_JUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_NEUROMUSCULAR_JUNCTION ACHE ANK3 APP ASCC1 CAV3 CD2AP CDH15 CDK5 CDK5R1 CHRNA1 CHRNB1 CHRND CHRNE CIB2 COL4A5 COLQ CRK CRKL DES DLG1 DLG2 DLG3 DLG4 DLGAP3 DLGAP4 DNAJA3 DNAJC5 EFNA2 EPHA4 ERBB2 ERBB4 ERBIN F2R FCHSD1 FCHSD2 GRIA1 ITGA3 ITGB1 LAMA2 LAMA5 LAMB2 LARGE1 LRP4 MUSK MYH9 NEFL NGFR NLGN1 P2RX7 PDZRN3 POSTN PRKACA PRKAR1A PSEN1 PSEN2 RAPSN SERPINE2 SLC5A7 SLC8A3 SNTA1 SPOCK1 STX1B SV2A SYNC SYNGR1 SYNGR2 SYNGR3 SYNGR4 SYP TBC1D24 TRIP4 TUBA1A UNC13A UNC13B UNC13C UTRN GOCC_NEURONAL_DENSE_CORE_VESICLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_NEURONAL_DENSE_CORE_VESICLE ADRB1 ADRB2 AVP CACNA2D1 CADPS CALCA CHGA DMXL2 DVL1 FZD8 GNAI2 GRP KIF1A NPY OPRD1 P2RX2 PDYN PENK PLCB2 SCG2 SST STXBP5 SYT4 SYT5 VPS13A GOCC_NEURONAL_DENSE_CORE_VESICLE_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_NEURONAL_DENSE_CORE_VESICLE_MEMBRANE CADPS KIF1A STXBP5 SYT4 SYT5 GOCC_NEURONAL_RIBONUCLEOPROTEIN_GRANULE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_NEURONAL_RIBONUCLEOPROTEIN_GRANULE ARC EIF4EBP2 FMR1 PQBP1 UHMK1 GOCC_NEURON_PROJECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_NEURON_PROJECTION AAK1 ABCA4 ABHD12 ABHD13 ABHD17A ABHD17B ABHD17C ABI1 ABI2 ABI3 ABITRAM ABL1 ABR ACAD9 ACADM ACAP3 ACTB ACTBL2 ACTG1 ACTL9 ACTN2 ACTR10 ACVRL1 ADAM10 ADAM11 ADAM21 ADAM22 ADCY10 ADCY2 ADCY4 ADCY6 ADCY8 ADCY9 ADCYAP1 ADGRB1 ADGRL1 ADGRL3 ADGRV1 ADNP ADORA1 ADORA2A ADORA3 ADRA2A AGBL4 AGO2 AGTPBP1 AHCYL2 AKAP5 AKAP9 ALCAM ALDH1A1 ALS2 AMFR AMIGO1 ANG ANK1 ANK2 ANK3 ANKRD24 ANKRD27 ANKS1A ANKS1B ANXA3 AP3B1 AP3B2 AP3D1 AP3M1 AP3M2 AP3S1 AP3S2 APBA1 APBA2 APBA3 APBB1 APBB2 APOD APOE APP AQP1 ARC ARF1 ARF4 ARFGEF2 ARHGAP32 ARHGAP33 ARHGAP4 ARHGAP44 ARHGEF15 ARHGEF7 ARL3 ARL8A ARL8B ARMCX3 ARPC2 ARPC3 ARR3 ASAP1 ASIC2 ASS1 ATAT1 ATCAY ATF4 ATG5 ATL1 ATOH7 ATP13A2 ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP2B2 ATP2B3 ATP6AP2 ATP6V0D1 ATP7A ATP8B1 ATXN10 ATXN1L AURKA AUTS2 AVIL AVP AZIN2 BAALC BACE1 BAG2 BAIAP2 BASP1 BBS2 BBS4 BBS7 BCAR1 BCL11B BCR BDNF BECN1 BGLAP BIN1 BLOC1S1 BLOC1S2 BLOC1S3 BLOC1S4 BLOC1S5 BLOC1S6 BMPR1A BMPR1B BMPR2 BNIP3 BOC BPTF BRAF BRD1 BRINP1 BRINP2 BRINP3 BRSK1 BRSK2 BSG BSN BTBD8 C1QL1 C4A C4B C9orf72 CABP4 CACNA1C CACNA1F CACNG2 CACNG3 CACNG7 CAD CADM1 CADM2 CALB1 CALB2 CALCA CALCR CALY CAMK2A CAMK2B CAMK2D CAMK2G CAMK2N1 CAMKK2 CAPN2 CAPRIN1 CASC3 CASR CBARP CBL CCDC120 CCDC66 CCK CCN3 CCNG1 CCR2 CCSAP CD200 CD2AP CD3E CD40 CDC14A CDC42 CDH13 CDH2 CDH23 CDH8 CDHR1 CDHR3 CDK16 CDK5 CDK5R1 CDK5R2 CDKL5 CEACAM16 CEP250 CEP290 CERKL CETN1 CETN2 CETN3 CFAP410 CFL1 CHAT CHL1 CHRFAM7A CHRM1 CHRM2 CHRM3 CHRM4 CHRM5 CHRNA1 CHRNA10 CHRNA2 CHRNA3 CHRNA4 CHRNA5 CHRNA6 CHRNA7 CHRNA9 CHRNB1 CHRNB2 CHRNB3 CHRNB4 CHRND CHRNE CHRNG CIB1 CIB2 CLCN2 CLCN3 CLDN11 CLDN5 CLN3 CLRN1 CLRN2 CLSTN1 CLSTN2 CLSTN3 CLU CMKLR2 CNGA1 CNGA3 CNGB1 CNGB3 CNIH2 CNIH3 CNN3 CNR1 CNR2 CNTF CNTN1 CNTN2 CNTN4 CNTN5 CNTN6 CNTNAP1 CNTNAP2 COBL COMT COPA COPG2 CORO1A CPEB1 CPEB2 CPEB3 CPEB4 CPLX1 CPLX2 CPLX3 CPLX4 CPNE5 CPNE6 CPT1C CRB1 CRHBP CRHR1 CRHR2 CRIPT CRMP1 CRYAB CSNK1E CTNNA2 CTNND1 CTNND2 CTTN CTTNBP2 CX3CL1 CX3CR1 CXADR CYBB CYFIP1 CYFIP2 CYGB CYP17A1 CYP46A1 CYTH2 DAB2IP DAG1 DAGLA DBN1 DBNL DCC DCDC2 DCTN1 DCTN2 DCX DDN DGKI DHRS3 DHX36 DIP2A DIP2B DISC1 DLG1 DLG2 DLG3 DLG4 DMD DMWD DNAAF4 DNAJB1 DNER DNM2 DNM3 DOC2A DOCK10 DOCK4 DOCK7 DPYSL3 DPYSL5 DRD1 DRD2 DRD4 DRP2 DSCAM DSCAML1 DST DTNA DTNB DTNBP1 DVL1 DYNC1H1 DYRK1A EEA1 EEF2K EIF4A3 EIF4EBP2 EIF4G2 ELAVL4 ELFN1 ELK1 ELMOD3 ELOVL5 EMB ENSG00000290147 EPB41L3 EPHA10 EPHA3 EPHA4 EPHA5 EPHA6 EPHA7 EPHA8 EPHB1 EPHB2 EPHB3 EPHB6 EPS8 EPS8L2 ERC2 ERMN ERO1A ESPN ESPNL EVX1 EXOC3 EXOC4 EXOC6 EXOC7 EXOC8 EYS FAM107A FAM161A FAM168B FARP1 FAT3 FBXO2 FBXO7 FBXW11 FCGR2B FCHSD2 FEZ1 FEZ2 FGF13 FKBP15 FKBP4 FLNA FLOT2 FLRT1 FLRT2 FLRT3 FMR1 FRMD7 FRMPD4 FSCN1 FSCN2 FSCN3 FUBP3 FXR1 FXR2 FYN FZD3 FZD4 FZD5 GABBR1 GABBR2 GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRB1 GABRB2 GABRB3 GABRD GABRE GABRG1 GABRG2 GABRG3 GABRP GABRQ GABRR1 GABRR2 GABRR3 GAD1 GAD2 GAP43 GARS1 GCH1 GCHFR GDI1 GDPD5 GFRA1 GHRH GHRL GHSR GIGYF2 GIPC1 GIT1 GJC2 GLDN GLRA1 GLRA2 GLRA3 GLRB GLRX2 GLRX3 GLRX5 GNA11 GNA12 GNAI2 GNAQ GNAT1 GNAT2 GNAT3 GNAZ GNB1 GNB3 GNG13 GNG3 GNGT1 GOPC GPER1 GPHN GPM6A GPR149 GPR161 GPR179 GPRIN1 GRIA1 GRIA2 GRIA3 GRIA4 GRID2 GRIK2 GRIK3 GRIN1 GRIN2A GRIN2B GRIN3A GRIP1 GRIP2 GRIPAP1 GRK1 GRK4 GRK7 GRM1 GRM2 GRM3 GRM5 GRM6 GRM7 GRP GRXCR1 GRXCR2 GSK3A GSK3B GUCA1A GUCA1B GUCA1C GUCY2D GUCY2F HAP1 HAPLN2 HCN1 HCN2 HCN3 HCN4 HDAC6 HEPACAM HIF1A HIP1R HMCN2 HNRNPR HNRNPU HOMER1 HOMER2 HOMER3 HPCA HRH1 HRH2 HRH3 HRH4 HSBP1 HSP90AA1 HSP90AB1 HSPA8 HSPB1 HTR1A HTR1B HTR1D HTR1E HTR1F HTR2A HTR2B HTR2C HTR3A HTR3B HTR3C HTR3D HTR3E HTR4 HTR5A HTR6 HTR7 HTT HYCC1 IFT122 IFT140 IFT20 IFT52 IFT57 IGF1R IGF2BP1 IGHMBP2 IGSF9 IGSF9B IL1RAPL1 IL31RA IL6ST IMPG1 INHA INPP5A INPP5F INPP5J INPP5K INSR INSRR IQCB1 IQCJ-SCHIP1 IQGAP1 IRX3 ITGA2 ITGA3 ITGA4 ITGA8 ITGB1 ITPKA ITSN1 JPH4 KATNB1 KCNA1 KCNA2 KCNA3 KCNA4 KCNA6 KCNAB1 KCNAB2 KCNB1 KCNB2 KCNC1 KCNC2 KCNC3 KCNC4 KCND1 KCND2 KCND3 KCNE3 KCNH1 KCNIP1 KCNIP2 KCNIP4 KCNJ14 KCNJ2 KCNK1 KCNK2 KCNN1 KCNN2 KCNN3 KCNN4 KCNQ1 KCNQ2 KCNQ3 KCNQ5 KIAA1549 KIF13B KIF17 KIF1A KIF1B KIF1C KIF20B KIF21A KIF21B KIF3A KIF3B KIF4A KIF5A KIF5B KIF5C KIFAP3 KIRREL1 KIRREL3 KLC1 KLC3 KLHL1 KLHL14 KLHL17 KLHL20 KLHL24 KNCN KNDC1 KPNA1 KPTN L1CAM LAMA2 LAMP5 LCA5 LDLRAP1 LGI1 LGI3 LHFPL4 LHFPL5 LIMK1 LLGL1 LMTK2 LMTK3 LOXHD1 LPAR1 LPAR3 LRFN3 LRIG2 LRIT3 LRP2 LRP4 LRP8 LRRC4 LRRC4B LRRC7 LRRK2 LRRTM1 LSM1 LYAR LYNX1 LYPD6 LZTS1 LZTS3 MACO1 MADD MAG MAGEE1 MAGI2 MAK MAP1A MAP1B MAP1S MAP2 MAP2K4 MAP3K12 MAP4 MAP6 MAP7 MAP9 MAPK8 MAPK8IP1 MAPK8IP3 MAPT MARK1 MARK2 MARK3 MARK4 MAST1 MAX MBP MCHR1 MCRS1 MERTK MGARP MICAL1 MICALL2 MINK1 MKKS MLPH MME MOB4 MORN4 MPDZ MPP1 MPP2 MPST MT3 MTMR2 MTOR MTPN MUL1 MYCBP2 MYH14 MYL7 MYO10 MYO15A MYO1C MYO1D MYO3A MYO3B MYO5A MYO7A MYO9A MYOC MYOT MYPN MYRIP N4BP3 NAPEPLD NAV1 NCAM2 NCDN NCF1 NCMAP NCS1 NDEL1 NDFIP1 NDRG2 NECAB2 NECTIN1 NECTIN3 NEDD4 NEFH NEFL NEFM NEGR1 NEK3 NEO1 NETO1 NEU4 NEURL1 NEXN NF1 NF2 NFASC NFIB NGDN NGEF NGF NGFR NHERF1 NIN NLGN1 NLGN2 NLGN4X NMB NMNAT2 NMU NOS1 NPBWR1 NPBWR2 NPFF NPHP1 NPHP4 NPR2 NPY1R NPY4R2 NPY5R NPY6R NQO1 NR1D1 NRCAM NRDC NRN1L NRP1 NRP2 NRSN1 NRSN2 NRTN NSF NSG1 NSG2 NSMF NTF3 NTF4 NTNG2 NTRK1 NTRK2 NTRK3 NTS NTSR1 NUMA1 NXNL1 OCRL OLFM1 OMP OPA1 OPHN1 OPN1LW OPN1MW OPN1MW2 OPN1MW3 OPN1SW OPN3 OPN4 OPRD1 OPRK1 OPRL1 OPRM1 ORAI2 OSBP2 OTX2 P2RX3 P2RX4 P2RX6 P2RY1 PACRG PACSIN1 PAFAH1B1 PAK1 PALLD PALM PALMD PALS1 PARD3 PARK7 PCARE PCDH15 PCDH8 PCDH9 PCDHB13 PCDHB15 PCDHGB1 PCLO PCSK1 PCSK2 PDC PDE4B PDE6A PDE6B PDE6G PDE6H PDLIM4 PDYN PDZD7 PENK PEX6 PGRMC1 PHAF1 PHB2 PHLPP2 PI4K2A PICK1 PINK1 PIP4K2A PJVK PKHD1L1 PLEC PLEKHG5 PLK2 PLK3 PLPPR1 PLS1 PLXDC1 PLXND1 PNLIPRP2 PNOC POTEE POTEF POTEI POTEJ POTEKP POU4F1 PPEF2 PPFIA1 PPFIA2 PPP1CA PPP1CC PPP1R9A PPP1R9B PPP2R1A PPP3CA PPT1 PQBP1 PRCD PREX1 PRKAA1 PRKAA2 PRKACA PRKAR2B PRKCB PRKCG PRKCZ PRKN PRLHR PRNP PROM1 PRPH PRPH2 PRR12 PRR7 PRRT2 PRSS12 PSD PSD2 PSEN1 PSEN2 PSMD10 PTCH1 PTEN PTGDR2 PTGS1 PTGS2 PTK2 PTK2B PTK7 PTPN9 PTPRF PTPRN PTPRO PTPRS PUM1 PURA PVALB RAB13 RAB17 RAB21 RAB27A RAB27B RAB39B RAB3A RAB3IP RAB5A RAB8A RABGEF1 RAC1 RAC3 RACK1 RANGAP1 RAP1A RAP1GAP RAPGEF2 RARA RASGRF1 RASGRP2 RBM3 RBM8A RCVRN RD3 RELN RET RGS11 RGS12 RGS14 RGS17 RGS6 RGS7 RGS7BP RGS8 RGS9 RGS9BP RHO RHOA RHOC RIC3 RIN3 RIPOR2 RIT2 RNF112 RNF40 RNF6 ROBO1 ROBO2 ROBO3 ROBO4 ROGDI ROM1 ROR1 ROR2 RP1 RP1L1 RPGR RPGRIP1 RPGRIP1L RPH3A RPL28 RPS6 RPS6KB1 RPTOR RRH RSPH9 RTN1 RTN3 RTN4 RTN4R RTN4RL2 RUFY3 SACS SAG SAMD14 SAMD4A SARM1 SBF2 SCGN SCN10A SCN11A SCN1A SCN1B SCN2A SCN8A SCN9A SCRG1 SDCCAG8 SEMA3A SEMA4F SEMA6A SEPTIN11 SEPTIN14 SEPTIN2 SEPTIN4 SEPTIN6 SEPTIN8 SERPINF1 SETX SEZ6 SGCE SH2D3C SH3KBP1 SHANK1 SHANK2 SHANK3 SHARPIN SHISA6 SHISA7 SHISA8 SHISA9 SHTN1 SIGMAR1 SIPA1L1 SIRT2 SKOR1 SLC12A2 SLC12A5 SLC12A6 SLC17A6 SLC17A7 SLC17A8 SLC18A1 SLC18A2 SLC18A3 SLC1A1 SLC1A2 SLC1A3 SLC24A4 SLC2A13 SLC30A3 SLC32A1 SLC38A1 SLC38A2 SLC38A7 SLC4A10 SLC4A7 SLC4A8 SLC5A7 SLC6A1 SLC6A2 SLC6A3 SLC6A4 SLC6A6 SLC8A1 SLC8A2 SLC8A3 SLC9A5 SMIM31 SMN1 SMN2 SMO SMURF1 SNAP23 SNAP25 SNAPIN SNCA SNCB SNCG SNPH SNX14 SOD1 SORBS2 SORCS2 SPA17 SPAST SPATA7 SPG11 SPG7 SPOCK1 SPTA1 SPTBN1 SPTBN4 SPTBN5 SRC SRCIN1 SRD5A1 SRD5A2 SRGAP2 SRSF10 SSH1 SSNA1 SSTR1 SSTR2 SSTR3 SSTR4 SSTR5 STAT1 STAU1 STAU2 STMN1 STMN2 STMN3 STMN4 STMND1 STOML3 STON2 STRC STRCP1 STRN STRN3 STRN4 STX1A STX1B STX3 STX4 STXBP1 SV2A SYAP1 SYBU SYN1 SYNDIG1 SYNE1 SYNGAP1 SYNJ1 SYNPO SYNPR SYP SYT1 SYT11 SYT2 SYT4 SYT5 SYT7 SYT8 TAC1 TACR1 TACR3 TANC1 TANC2 TAOK2 TBC1D24 TBCC TENM1 TENM2 TENM3 TENM4 TERF2 TGFB2 TH THY1 TIAM1 TIAM2 TMC1 TMC2 TMEM108 TMEM151A TMEM185A TMEM222 TMEM237 TMEM266 TMIGD1 TNFRSF1B TNFRSF21 TNN TOPORS TOR1A TP63 TPBG TPGS1 TPH1 TPH2 TPRG1L TPRN TPX2 TRAK1 TRAK2 TRAPPC4 TRIM3 TRIM46 TRIM9 TRIOBP TRPC5 TRPM1 TRPM5 TRPV1 TRPV2 TRPV4 TSC22D4 TSGA10IP TSHZ3 TSPEAR TSPOAP1 TTC26 TTC8 TTLL7 TUBB3 TUBB4A TUBG1 TULP1 TWF2 TXN2 TXNRD2 UBB UCHL1 UCN UCN3 UFL1 UHMK1 ULK1 UNC13A UNC13B UNC13C UNC5A UNC5C UNC80 UPF3A URI1 USH1C USH1G USH2A USP50 USP8 USP9X VAMP1 VAMP2 VAMP3 VAMP7 VCAN VEZT VIM VIP VPS35 VSTM5 VTI1A WDFY3 WDR19 WDR47 WFS1 WHRN XRN1 YKT6 ZACN ZC3H14 ZDHHC5 ZFYVE27 ZMYND8 ZNF385A ZNF804A ZPR1 ZWINT GOCC_NEURON_PROJECTION_CYTOPLASM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_NEURON_PROJECTION_CYTOPLASM ABHD12 ABHD13 ACTR10 AGBL4 AGTPBP1 AP3B1 AP3B2 AP3D1 AP3M1 AP3M2 AP3S1 AP3S2 ARC ARL8A ARL8B ARMCX3 BAIAP2 BLOC1S1 BLOC1S2 BLOC1S3 BLOC1S4 BLOC1S5 BLOC1S6 CALY CDKL5 CHRNA2 DLG2 DLG4 DST DTNBP1 DYNC1H1 EIF4EBP2 FBXW11 FLOT2 FMR1 GRIK2 GRIK3 HAP1 HDAC6 HIF1A HIP1R HNRNPU HPCA HSBP1 HSPB1 KIF17 KIF1A KIF1B KIF1C KIF3A KIF3B KIF4A KIF5A KIF5B KIF5C KLHL17 LRRK2 MAP1A MAP2 MAP2K4 MAPK8IP3 MAPT MGARP NDEL1 NEFL NETO1 OPA1 PAFAH1B1 PQBP1 PURA RAB21 RAB27B RANGAP1 SNAPIN SOD1 SPAST SPG7 STAU1 STAU2 SYBU TERF2 TMEM108 TRAK1 TRAK2 TRIM46 UCHL1 UHMK1 ZC3H14 GOCC_NEURON_PROJECTION_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_NEURON_PROJECTION_MEMBRANE ADGRV1 ADORA1 ADORA2A AKAP5 ANK1 ATF4 ATP2B2 ATP6AP2 CHRNA7 CLRN2 CNTNAP2 DAGLA DDN EPB41L3 GABBR1 GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRE GABRG1 GABRG2 GABRG3 GPER1 GRIA1 HPCA INSR ITGA8 KCNB1 KCNC1 KCNC2 KCNC3 KCNC4 LAMP5 MAPT MPP2 MYO1C MYO1D OPRD1 PPP1R9B RIPOR2 ROBO2 SGCE SHISA6 SHISA7 SHISA8 SHISA9 SLC12A5 SLC1A2 SLC9A5 SPTBN1 STX4 TACR3 THY1 TRPV1 UNC5A USH2A VEZT GOCC_NEURON_PROJECTION_TERMINUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_NEURON_PROJECTION_TERMINUS AAK1 ACTB ACTG1 ADORA1 ADRA2A AP3D1 ATP6V0D1 BAIAP2 BIN1 BSN BTBD8 CABP4 CAD CALB1 CALB2 CALCA CASR CDH8 CDHR3 CHRM1 CHRM2 CLCN3 CNGB1 CPLX1 CPLX2 CPLX3 CPLX4 CRHBP CRHR2 CYFIP1 DLG4 DMD DRD2 ELK1 EPHA4 FLRT1 FLRT3 FMR1 GAD1 GCH1 GHRH GIT1 GPER1 GRIK2 GRIK3 GRIN1 HCN3 HNRNPR HSPA8 HTR1B ITGA2 KCNA1 KCNA2 KCNA3 KCNA6 KCNC1 KCNC2 KCNC3 KCNC4 KCNK2 KCNQ5 LRRK2 MACO1 MICAL1 MME NMU NPFF NTRK2 NTS NTSR1 OPHN1 OPRD1 OPRK1 P2RX4 PACSIN1 PCSK1 PDYN PENK PNOC PRKCB PRKCG PRNP PRRT2 PRSS12 PTPN9 PTPRN RAB3A RAB5A ROR1 SCGN SCRG1 SEPTIN6 SLC17A8 SLC18A1 SLC18A2 SLC18A3 SLC1A1 SLC1A2 SLC32A1 SLC4A10 SLC4A8 SLC6A3 SLC8A1 SLC8A2 SLC8A3 SNCA SNCB SNCG SRSF10 SYNJ1 SYP SYT1 TANC1 TBC1D24 TH TNN TPBG TPRG1L TSPOAP1 TULP1 UCHL1 UCN UCN3 UNC13A UNC13B UNC13C USH2A VAMP2 VTI1A GOCC_NEURON_SPINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_NEURON_SPINE ABHD17A ABHD17B ABHD17C ABI2 ABI3 ABR ACTN2 ADGRB1 ADORA1 AKAP5 ALS2 ANKS1B APBA1 APBA2 APBA3 APP ARC ARF4 ARFGEF2 ARHGAP32 ARHGAP33 ARHGAP44 ASAP1 ASIC2 ATP1A2 ATP2B2 ATP6AP2 BAIAP2 BCR CALB1 CAMK2A CD3E CDC42 CDK5R1 CNIH2 CNN3 CPEB4 CRIPT CRYAB CTNND1 CTTN CTTNBP2 CYFIP1 DAGLA DDN DGKI DIP2A DLG4 DNAJB1 DNM3 DOCK10 DRD1 DRD2 DTNBP1 DVL1 EEA1 EEF2K EPHA4 EPHB2 FARP1 FBXO2 FCGR2B FMR1 FRMPD4 FXR1 FXR2 GABBR1 GIPC1 GPER1 GPM6A GRIA1 GRIA2 GRIA3 GRIA4 GRID2 GRIN1 GRIN2A GRIP2 GRM3 GRM5 HAP1 HIP1R HOMER1 HPCA IGF2BP1 ITGA8 ITGB1 ITPKA KCNA4 KCNC3 KCND1 KCND2 KCND3 KCNJ2 KCNN2 KIF3B LAMA2 LPAR1 LRRC4 LZTS1 LZTS3 MAP1B MAPT MOB4 MPP2 MT3 MTMR2 MYL7 NEDD4 NEURL1 NGFR NLGN1 NOS1 NR1D1 NTRK2 NTSR1 OPHN1 OPRD1 P2RX4 P2RX6 PALM PALMD PDE4B PDLIM4 PPFIA1 PPFIA2 PPP1CA PPP1CC PPP1R9A PPP1R9B PPP3CA PRKACA PRKAR2B PRRT2 PSD PTEN PTK2 PTK2B PTPRO RAB8A RAC1 RGS14 RGS7BP RHOA RPH3A SEPTIN11 SEZ6 SHANK1 SHANK2 SHANK3 SHISA6 SHISA7 SHISA8 SHISA9 SIPA1L1 SLC1A1 SLC8A2 SLC8A3 SLC9A5 SORCS2 SRGAP2 STRN STRN4 STX4 SYNDIG1 SYNE1 SYNPO SYT11 TANC2 TENM2 TIAM1 TRPV1 USP50 USP8 ZMYND8 ZNF804A GOCC_NEURON_TO_NEURON_SYNAPSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_NEURON_TO_NEURON_SYNAPSE ABHD17A ABHD17B ABHD17C ABI1 ABI3 ACTN2 ADAM10 ADCY1 ADCY8 ADD1 ADD2 ADD3 ADGRA1 ADGRB1 ADGRB3 ADORA1 ADORA2A ADRA2A AKAP5 AKAP7 AKAP9 ALS2 ANKS1B ARC ARF1 ARFGEF2 ARHGAP32 ARHGAP44 ARHGEF9 ATP1A1 ATP1A3 ATP1B2 ATP2B2 ATP7A AURKA BAALC BACE1 BAIAP2 BCR BMPR2 BNIP3 BSN C1QL1 C1QL2 C1QL3 CABP1 CACNA1C CACNG2 CACNG3 CACNG4 CACNG5 CACNG7 CACNG8 CADM1 CALB1 CALCA CAMK2A CAMK2N1 CAP2 CAPZB CDH2 CDK5 CDK5R1 CDKL5 CHD4 CHMP2B CHRM1 CHRM2 CHRNA3 CLSTN1 CLSTN2 CLSTN3 CNIH2 CNKSR2 CPEB1 CPEB3 CPEB4 CRIPT CTNNB1 CTNND1 CTNND2 DAGLA DAPK1 DBN1 DBNL DCC DCLK1 DGCR8 DGKI DISC1 DLG1 DLG2 DLG3 DLG4 DLG5 DLGAP1 DLGAP2 DLGAP3 DMTN DNAJB1 DNAJC6 DNM2 DNM3 DROSHA DRP2 DTNB DTNBP1 DVL1 EEF2K EFNB2 EFNB3 EGLN1 EIF3A EIF3E EPHA4 EPHB2 EPS8 ERBB4 FABP5 FAM81A FBXO45 FLRT3 FMR1 FXR1 FXR2 FYN GAP43 GIT1 GNG3 GOPC GPER1 GPHN GRIA1 GRIA2 GRIA3 GRIA4 GRID1 GRID2 GRID2IP GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B GRIP1 GRIP2 GRM1 GRM3 GRM5 GRM7 GSG1L HIP1R HNRNPD HNRNPH2 HOMER1 HOMER2 HOMER3 IGSF11 IGSF9B INPP4A INSYN1 INSYN2A INSYN2B IQSEC1 IQSEC3 ITGA8 ITGB1 ITPR1 KALRN KCNH1 KLHL17 KPNA1 LIN7A LIN7B LIN7C LRFN1 LRFN3 LRFN4 LRFN5 LRP4 LRRC4 LRRC4B LRRC4C LRRC7 LRRTM2 LRRTM3 LZTS1 LZTS3 MAGI2 MAL2 MAP1B MAPK8IP2 MINK1 MPDZ MPP2 MTMR2 NCK2 NCS1 NECTIN1 NECTIN3 NEFH NETO1 NETO2 NEURL1 NGFR NLGN1 NLGN2 NLGN3 NLGN4X NLGN4Y NOS1 NPTN NRCAM NSF NSMF NTRK2 NTSR1 OPRD1 P2RX3 P2RY1 PAK2 PAK3 PAK6 PALM PCBP1 PCBP2 PCLO PDE4B PDLIM5 PDPK1 PDYN PENK PHB2 PICK1 PJA2 PKP4 PLEKHA5 PLPPR4 PLXNA4 PLXNC1 PPP1R9A PPP1R9B PPP3R1 PRKAR1B PRKCG PRKCZ PRKN PRNP PRR12 PRR7 PRRT1 PRRT2 PSD PSD3 PTEN PTK2B PTPRD PTPRO PTPRS PTPRT RAB8A RAPGEF4 RGS14 RGS7BP RGS9 RHEB RNF10 RNF112 RNF19A ROGDI RPL12 RPL14 RPL30 RPL38 RPL6 RPL7 RPL8 RPLP0 RPS13 RPS14 RPS18 RPS19 RPS25 RPS27 RPS3 RS1 RTN1 RTN3 RTN4 RUSC1 SAMD14 SCN8A SCRIB SEMA4B SEMA4C SEMA4F SEPTIN11 SH2D5 SH3GL3 SHANK1 SHANK2 SHANK3 SHISA6 SHISA7 SHISA8 SHISA9 SIGMAR1 SIPA1L1 SLC16A7 SLC1A1 SLC30A1 SLC30A3 SLC39A3 SLC4A8 SLC6A9 SLC8A1 SLC8A2 SLC8A3 SLITRK1 SLITRK3 SORCS2 SORCS3 SORT1 SPOCK1 SPTBN1 SRCIN1 SRGAP2 STRN STXBP5 SYN1 SYN2 SYN3 SYNDIG1 SYNGAP1 SYNPO SYT1 SYT11 SYT12 SYT7 SYT9 TAMALIN TANC1 TIAM1 TMEM108 TNIK TSC1 TSC2 USP50 USP8 VHL VPS35 VTI1A YWHAH ZDHHC15 ZDHHC2 GOCC_NEUROTRANSMITTER_RECEPTOR_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_NEUROTRANSMITTER_RECEPTOR_COMPLEX ABHD12 ABHD6 CACNG2 CACNG3 CACNG4 CACNG5 CACNG7 CACNG8 CNIH2 CNIH3 CPT1C DLG3 DLG4 EPS8 GRIA1 GRIA2 GRIA3 GRIA4 GRID2 GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B HTR3A HTR3B HTR3C HTR3D HTR3E OLFM2 OLFM3 PORCN PTK2B SHISA6 SHISA7 SHISA8 SHISA9 VWC2 VWC2L GOCC_NLRP3_INFLAMMASOME_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_NLRP3_INFLAMMASOME_COMPLEX CARD16 CARD8 CASP1 DDX3X DHX33 GSDMD NLRP3 PYCARD GOCC_NLS_DEPENDENT_PROTEIN_NUCLEAR_IMPORT_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_NLS_DEPENDENT_PROTEIN_NUCLEAR_IMPORT_COMPLEX KPNA1 KPNA2 KPNA3 KPNA4 KPNA5 KPNA6 KPNA7 KPNB1 MYBBP1A SNUPN GOCC_NMDA_SELECTIVE_GLUTAMATE_RECEPTOR_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_NMDA_SELECTIVE_GLUTAMATE_RECEPTOR_COMPLEX EPS8 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B PTK2B GOCC_NODE_OF_RANVIER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_NODE_OF_RANVIER ANK3 BIN1 CNTN2 DAG1 DLG1 HAPLN2 KCNQ2 KCNQ3 MYOC NFASC SCN1A SCN1B SCN2A SCN8A SPOCK1 SPTBN4 GOCC_NONHOMOLOGOUS_END_JOINING_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_NONHOMOLOGOUS_END_JOINING_COMPLEX ATP23 DCLRE1C LIG4 NHEJ1 PAXX PRKDC XRCC4 XRCC5 XRCC6 GOCC_NON_MOTILE_CILIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_NON_MOTILE_CILIUM ABCA4 AHI1 ARL13A ARL13B ARL3 ARR3 ATP1A4 BBS4 BBS7 BSG C1orf115 C4orf47 CACNA1F CCDC66 CDC14A CDH23 CDHR1 CEP250 CEP290 CEP89 CERKL CETN1 CETN2 CETN3 CFAP410 CFAP69 CIB2 CNGA1 CNGB1 CNGB3 CRB1 DCDC2 DHRS3 DNAAF4 DRD1 DRD2 DRD5 DYNLL2 ELMOD3 ENKD1 ENSG00000290147 ERICH3 EYS FAM161A GALR3 GLIS2 GNA11 GNAQ GNAT1 GNAT2 GNAT3 GNB1 GNGT1 GPR83 GRK1 GRK4 GRK7 GRXCR1 GUCA1A GUCA1B GUCA1C GUCY2D GUCY2F HYLS1 IFT122 IFT140 IFT20 IFT52 IFT57 IFT80 IFT88 IFTAP IMPG1 INHA IQCB1 KIAA1549 KIF17 KIFAP3 KNCN LCA5 LYAR MAGI2 MAK MAP1B MCHR1 MERTK MKKS MYO7A MYRIP NAPEPLD NPHP1 NPHP4 NPY2R NXNL1 OCRL OPN1LW OPN1MW OPN1MW2 OPN1MW3 OPN1SW OPN3 OPN4 PCARE PCDH15 PCDHB13 PCDHB15 PCM1 PDC PDE6A PDE6B PDE6G PDE6H PEX6 PHLPP2 PHYH PIP4K2A PKD1L1 PKD2 PKD2L1 PKHD1 PPEF2 PRCD PROM1 PRPH2 PTGS1 RAB27A RAB8A RCVRN RD3 RHO ROM1 RP1 RP1L1 RPGR RPGRIP1 RPGRIP1L RRH RSPH9 SAG SDCCAG8 SEPTIN2 SEPTIN7 SEPTIN9 SHANK2 SLC24A4 SMO SPATA7 SPTBN5 SSTR3 STRC STRCP1 STX3 TBCC TMEM237 TOPORS TSGA10IP TTC8 TTLL4 TTLL6 TUBG1 TULP1 TULP3 USH1C USH1G USH2A VCAN WDR19 WHRN GOCC_NPBAF_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_NPBAF_COMPLEX ACTB ACTL6A ARID1A ARID1B PHF10 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD3 SMARCE1 SS18 GOCC_NSL_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_NSL_COMPLEX HCFC1 KANSL1 KANSL1L KANSL2 KANSL3 KAT8 MCRS1 OGT PHF20 PHF20L1 WDR5 GOCC_NUCLEAR_BODY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_NUCLEAR_BODY AAGAB ABHD17A ABITRAM ABL1 ABRAXAS1 ACD ACIN1 ADAMTS4 ADD1 ADGRD1 ADPRS AFDN AFF2 AFF3 AHCTF1 AIPL1 AIRE AK6 AKAP17A AKAP8L ALKBH5 ALX1 ALYREF AMER1 ANGEL2 ANKRD2 ANKS1B AP5Z1 APBB1 APBB3 APEX1 API5 AR ARHGAP18 ARIH1 ARL6IP4 ARNT ARRB1 ASCC1 ASCC2 ASCC3 ATF4 ATF7IP ATMIN ATOH8 ATP6V0A1 ATP8B1 ATPAF2 ATR ATRX ATXN2L BABAM1 BANP BARD1 BASP1 BAZ2A BCAS2 BCL6 BCLAF1 BECN1 BHLHE40 BLM BMAL1 BMI1 BMP2K BNIP3L BOLA3 BPNT2 BRCA1 BRD1 BRD2 C11orf54 C12orf57 CACNB4 CACTIN CALCOCO2 CARMIL1 CASC3 CASP8AP2 CBLL1 CBX1 CBX4 CBX5 CBX6 CBY1 CCNB3 CCNDBP1 CCNL1 CCNL2 CD2BP2 CDC14A CDC34 CDC40 CDC5L CDK12 CDK13 CDK2 CDK9 CDKN1A CDT1 CDYL CELF3 CENPB CENPC CENPI CENPO CENPT CGAS CHAMP1 CHD3 CHD5 CHEK2 CHFR CHRNA3 CHTOP CIART CIITA CIR1 CLIC3 CLK2 CLK3 CMYA5 CNOT7 COIL COP1 COPS4 CORIN CPSF6 CREBBP CRNKL1 CRTC1 CRY2 CSF1 CSNK1A1 CSNK2A1 CSNK2B CSTF2 CTCFL CTR9 CWC15 CWC22 CWC25 CXXC1 DACH1 DAPK3 DAXX DAZAP2 DBF4 DCAF7 DCANP1 DCLRE1B DDX1 DDX17 DDX20 DDX39A DDX39B DDX42 DDX46 DDX5 DENND1B DGCR8 DGKQ DGKZ DHX15 DHX36 DHX8 DHX9 DKC1 DNAAF1 DNAJC11 DOCK1 DRG1 DSN1 DTX1 DUSP11 DVL2 DYRK1A DYRK3 DZIP1 E2F7 E4F1 EAF1 EAF2 EAPP ECT2 EFTUD2 EHMT1 EHMT2 EIF2D EIF3E EIF4A3 EIF4E EIF4ENIF1 ELF2 ELF4 ELL ELL3 ENG EP400 EPAS1 EPB41 EPC1 EPOR ERBIN ESRP1 ESX1 EWSR1 EXO1 EYA1 F8A1 F8A2 F8A3 FAAP20 FAM107A FAM118B FAM193B FAM76A FAM76B FANCD2 FANCL FAS FBL FBLL1 FBXL3 FBXL4 FEV FIBP FLI1 FLYWCH1 FMR1 FOXC2 FOXF2 FOXO4 FRG1 FTO FYTTD1 GADD45A GAR1 GARIN3 GATA4 GATAD2A GATAD2B GCAT GCNA GEMIN2 GEMIN4 GEMIN5 GEMIN6 GEMIN7 GEMIN8 GFI1 GLI3 GLIS2 GNL3 GON4L GPATCH2 GRK5 GTF2B GTF2H2 GTF2H2C GTF2H2C_2 GTF2H4 GTF3C6 H1-0 H2AX HABP4 HACE1 HBP1 HCFC2 HDAC4 HDAC5 HEATR5B HECTD1 HELB HEXIM2 HIF1A HIF3A HIKESHI HINFP HIPK1 HIPK2 HIPK3 HIRA HIVEP1 HMBOX1 HMG20B HNRNPA2B1 HNRNPM HNRNPU HOXA4 HOXA6 HOXB7 HOXC10 HOXD3 HP1BP3 HSF1 HSF4 HSPA1A HSPA1B HSPB3 HSPB6 HSPB7 ICE1 ICE2 IFI16 IGHMBP2 IK IKBKE IKZF4 IL15 IL16 ILRUN INAVA INCA1 INCENP INO80 INO80B INPPL1 INTS13 INTS7 ISG20 ITGB1BP1 ITPKC IVL JADE1 KAT6A KAZN KCTD13 KIF18B KIF22 KIF2A KLF11 KLF15 KLHDC2 KLHL20 KMT2E KNL1 LAGE3 LARS1 LGALS13 LHPP LIMK1 LMNA LPAR4 LPXN LRCH4 LSG1 LSM10 LSM11 LUC7L2 LUC7L3 LYRM4 MAGEA11 MAGEA2 MAGEA2B MAGOH MAML1 MAML2 MAML3 MAMLD1 MAPK14 MAPK7 MAPK9 MAPT MAU2 MAX MBD1 MBD4 MCIDAS MDC1 MDM2 MECOM MED7 MEF2C MEOX2 METTL3 MINDY1 MKI67 MKNK2 MLIP MOCS2 MORC3 MORF4L1 MRE11 MRPL36 MRPL44 MSANTD1 MSL1 MSX2 MTDH MTOR MTREX MYCT1 MYH9 MYO1C N4BP1 NAA15 NAMPT NBN NBR1 NCAM2 NCAPG2 NCBP3 NCOA2 NCOR2 NDUFB1 NDUFS3 NEAT1 NEK6 NELFA NELFE NFATC1 NFATC4 NFE2 NFKBIZ NGRN NHP2 NHS NME8 NMNAT1 NOC3L NOLC1 NONO NOP10 NOP58 NPAT NPHP4 NPM1 NR0B1 NR1D1 NR1I2 NR2C1 NR3C1 NR4A2 NRDE2 NRIP1 NSL1 NSMCE2 NSMCE4A NSRP1 NT5C3A NUDT21 NUDT9 NUFIP2 NUGGC NUP43 NUP98 NXF1 NXT1 OBSCN OGG1 OIP5 ORC3 OTP PABIR1 PABPN1 PACSIN2 PALB2 PAPOLG PARG PARK7 PARN PARP1 PARP11 PARP3 PASD1 PATL1 PCBP1 PCGF2 PCNA PCNP PDX1 PHAX PHC1 PHF5A PHF7 PHPT1 PIAS1 PIAS2 PIAS3 PIAS4 PIN1 PIP5K1A PIR PKN2 PLA2G6 PLAG1 PLAGL1 PLCB1 PLEKHH2 PLRG1 PML PNISR PNN POLDIP3 POLE2 POLI POLK POLR2D POLR3G POMP POU2F3 POU4F2 PPARGC1A PPIE PPIG PPIH PPP1CC PPP1R10 PPP1R16B PPP1R8 PPP4R3A PPP4R3B PPWD1 PQBP1 PRCC PRDM15 PRDM5 PRDM8 PRKAA1 PRKAA2 PRKACA PRKN PRPF18 PRPF19 PRPF3 PRPF31 PRPF4 PRPF40A PRPF40B PRPF4B PRPF6 PRPF8 PSKH1 PSMB7 PSME4 PSPC1 PTEN PTK6 PTPN23 PTPRH PYHIN1 RAD18 RAD51 RADX RALBP1 RANBP9 RAPGEF5 RAPH1 RB1 RBBP6 RBM10 RBM11 RBM14 RBM15 RBM15B RBM19 RBM25 RBM27 RBM39 RBM4 RBM4B RBM8A RCHY1 RDM1 RERE RETREG1 REXO1 REXO4 RFWD3 RFXAP RGS10 RGS14 RING1 RMI1 RMI2 RNF111 RNF112 RNF113A RNF169 RNF2 RNF32 RNF34 RNF4 RNF6 RNPS1 RO60 RORC RP2 RPA1 RPA2 RPAIN RPN2 RREB1 RSRC1 RTEL1 RUFY1 S100PBP SAFB2 SAGE1 SAP130 SAP18 SARNP SART1 SART3 SATB1 SBF1 SCAF11 SCAPER SCARNA1 SCARNA10 SCARNA11 SCARNA13 SCARNA14 SCARNA15 SCARNA17 SCARNA20 SCARNA21 SCARNA21B SCARNA22 SCARNA23 SCARNA3 SCARNA4 SCARNA5 SCARNA8 SCN1A SCNM1 SCRT1 SDCBP2 SDE2 SEC14L3 SENP2 SERPINB13 SETBP1 SETD1A SETD1B SETX SF1 SF3A1 SF3A2 SF3A3 SF3B1 SF3B2 SFMBT2 SFPQ SGK1 SGO2 SH3BGRL3 SH3BP5 SHQ1 SIM2 SIMC1 SIRT1 SIRT7 SKI SLC28A1 SLC2A4RG SLC34A1 SLF2 SLTM SLU7 SMAD6 SMC4 SMC5 SMC6 SMN1 SMN2 SMNDC1 SMU1 SMURF2 SNAPC2 SNAPC3 SNAPC5 SNHG10 SNORA38 SNORA38B SNRNP40 SNRNP70 SNRPA1 SNRPB2 SNRPC SNRPD3 SNURF SNURFL SNW1 SON SOX2 SP100 SP140 SP3 SPAG5 SPN SPOP SPRTN SPTBN4 SQSTM1 SRCAP SREK1 SRP19 SRP54 SRPK1 SRPK2 SRRM1 SRRM2 SRRT SRSF1 SRSF10 SRSF11 SRSF12 SRSF2 SRSF3 SRSF4 SRSF5 SRSF6 SRSF7 SRSF8 SRSF9 SRY STAG1 STK17A STK19 STK35 STK4 SUDS3 SUGP2 SUMO1 SUMO1P1 SUMO2 SUMO3 SURF2 SUZ12 SYF2 SYMPK TAB1 TAF5L TAP2 TARBP2 TARDBP TBXA2R TCERG1 TCF12 TCF20 TCF7 TCF7L2 TCIM TDG TDP2 TELO2 TENM1 TENM2 TERC TERF1 TERF2 TERF2IP TERT TESK2 TFIP11 TGS1 THAP1 THAP7 THOC1 THOC2 THOC3 THOC6 THOC7 THRAP3 THRB TIMM50 TINF2 TKT TLE2 TMEM179B TNKS TOE1 TOLLIP TONSL TOP3A TOPBP1 TOPORS TP53 TP53BP1 TP53INP1 TP53INP2 TPP2 TREML1 TRIM16 TRIM22 TRIM25 TRIM27 TRIM41 TRIM69 TRIM8 TRIP12 TRIP4 TSPAN15 TUT1 U2AF1 U2AF1L4 U2AF2 UBASH3A UBE2I UBE2O UBN1 UBOX5 UHMK1 UIMC1 UNC45A UQCC2 USH1G USP15 USP28 USP36 USP7 USPL1 VIRMA VPS72 WAC WBP4 WDFY3 WRAP53 WRN WT1 WTAP WWTR1 XPO1 XRRA1 YARS1 YARS2 YLPM1 YME1L1 YTHDC1 ZBED1 ZBTB1 ZBTB16 ZBTB18 ZBTB20 ZBTB4 ZC3H13 ZC3H14 ZC3H18 ZC3H8 ZCCHC8 ZFHX3 ZIC2 ZMYM2 ZNF106 ZNF174 ZNF202 ZNF217 ZNF300 ZNF350 ZNF395 ZNF451 ZNF470 ZNF473 ZNF638 ZNF830 ZPR1 ZWINT GOCC_NUCLEAR_CHROMOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_NUCLEAR_CHROMOSOME ACTL6A ACTR5 ACTR6 ACTR8 ADD3 AGO3 ANP32E ARID4A ARID4B ATRX BAZ1A BAZ1B BIRC5 BLM BRCA1 BRCA2 BRD4 BRD8 BRMS1 BRMS1L C14orf39 CAMSAP3 CARM1 CCNB1IP1 CDC45 CDX2 CFDP1 CHD1 CHEK1 CHMP1A CHRAC1 CPSF6 CSNK2A1 DHX9 DMAP1 DMC1 DNMT3L EME1 EME2 EP400 ETAA1 EXOSC9 FAM9A FAM9B FAM9C FIGNL1 FIRRE FKBP6 GINS1 GINS2 GINS3 GINS4 H2AX H2AZ1 H3-3A H3-3B HDAC1 HDAC2 HDAC8 HMGA2 HNRNPU HORMAD1 HORMAD2 HSPA2 HUS1 HUS1B IHO1 IK INCENP ING1 ING2 ING3 INO80 INO80B INO80C INO80D INO80E JUN KASH5 KAT5 KIFAP3 KMT2E LRIF1 LRPPRC LRWD1 MACROH2A1 MACROH2A2 MCM10 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCRS1 MEI4 MLH1 MLH3 MMS22L MORF4L1 MSH4 MUS81 NCAPD2 NCAPD3 NCAPG NCAPG2 NCAPH NCAPH2 NEK2 NFRKB NIFK NOL6 NUFIP1 OGT ORC1 ORC2 ORC3 ORC4 ORC5 ORC6 P3H4 PARP1 PBRM1 PCNA PHF12 PINX1 PLK1 POLA1 POLA2 POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 PRIM1 PRIM2 PSMC3IP RAD1 RAD21 RAD50 RAD51 RAD9A RAD9B RBBP4 RBBP7 RCC1 REC8 REPIN1 RGS12 RNF212 RNF212B RPA1 RPA2 RPA3 RPA4 RRS1 RSPH1 RUVBL1 RUVBL2 SAP130 SAP30 SAP30L SETD5 SETX SFR1 SHOC1 SIN3A SIN3B SINHCAF SIRT7 SLC5A8 SLX1A SLX1B SLX4 SMARCA5 SMARCAD1 SMARCAL1 SMARCB1 SMARCE1 SMC1A SMC1B SMC2 SMC3 SMC4 SMCHD1 SPIDR SPO11 SRCAP STAG3 SUDS3 SUN2 SUV39H1 SWI5 SYCE1 SYCE1L SYCE2 SYCE3 SYCP1 SYCP2 SYCP2L SYCP3 SYN1 TARDBP TERF2IP TET1 TEX11 TEX12 TFPT TIMELESS TIPIN TONSL TOP1 TOP2A TOPBP1 TREX1 TRIM24 TRRAP TTN TUBG1 UBE2I UCHL5 WDHD1 YY1 ZMIZ2 ZNHIT1 ZRANB3 GOCC_NUCLEAR_CYCLIN_DEPENDENT_PROTEIN_KINASE_HOLOENZYME_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_NUCLEAR_CYCLIN_DEPENDENT_PROTEIN_KINASE_HOLOENZYME_COMPLEX BCCIP CCNC CCNH CCNK CCNT1 CCNT2 CDK12 CDK13 CDK19 CDK7 CDK8 CDK9 MED12 MED13 MNAT1 GOCC_NUCLEAR_ENVELOPE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_NUCLEAR_ENVELOPE AAAS ABCF1 ABL1 ACKR2 ADRA1A ADRA1B AEN AGFG1 AGPAT3 AGPAT5 AHCTF1 AK9 AKAP6 AKIRIN1 ALG14 ALOX5 ALOX5AP AMBP ANKRD17 ANXA11 ANXA4 APEH APP AQP1 ARL6IP6 ATF6 ATP11B ATP1B4 ATP2A3 ATP5MF ATRAID BANF1 BAX BCHE BCL2 BCL2L1 BCL2L10 BICD2 BIN1 BNIP1 BNIP2 BNIP3 BNIP3L BOK BRAP BRIP1 BROX C12orf43 C9orf72 CACYBP CALR CALR3 CANX CASC3 CBX3 CBX5 CC2D1B CCAR1 CCND1 CCND2 CCNI CDH5 CDK2 CDK4 CEMIP CENPF CENPV CEP128 CEP131 CEPT1 CETN2 CETN3 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CLCA2 CLCC1 CLIC1 CLMN CMTM3 CNEP1R1 CPNE1 CPTP CREB3L4 CSE1L CTDNEP1 CUEDC2 CYBB DCTN1 DCTN5 DDX19B DHCR7 DHRS2 DHX37 DISP3 DMPK DNAJB12 DNAJB14 DNAJB2 DNAJC1 DNAJC2 DNASE1 DPY19L1 DPY19L2 DPY19L2P2 DPY19L3 DPY19L4 DST DTL DTX2 DUSP2 DUX4 EBP EDNRB EGFR EI24 EIF5A ELAVL4 EMD ENO1 ENY2 EPC1 EPHA3 ERBIN ERN1 FAF1 FAM156A FAM156B FAM169A FAM209A FAM209B FANCL FBXW11 FXR1 FZR1 GABRB1 GAPDH GATA6 GCH1 GCHFR GHDC GHRHR GLE1 GNAQ GNAZ GOLT1A GPER1 GPX4 GRK5 GTF3C3 GTPBP4 GUCY2D GUCY2F H2BW1 HABP4 HACD3 HAX1 HOXA7 HPN HTATIP2 IFFO1 IFI27 IGF2R IL15RA INPP4A INSR INTS1 INTS2 INTS5 IPO11 IPO5 IPO7 IPO8 IPO9 IRAG2 IST1 ITGB4 ITPR1 ITPR3 ITPRIP ITSN1 KASH5 KCNH1 KLHDC2 KLK6 KPNA1 KPNA2 KPNA3 KPNA4 KPNB1 LBR LEMD2 LEMD3 LMNA LMNB1 LMNB2 LMNTD1 LMO7 LPIN1 LRPPRC LRRC59 LTC4S LYPLA1 MACO1 MAD1L1 MAD2L1 MAD2L1BP MAJIN MAPK3 MATR3 MCM3AP MFSD10 MGST2 MGST3 MINDY3 MLIP MLX MNS1 MPL MRGPRF MRPS14 MRPS23 MTA1 MTDH MTMR6 MTMR8 MTOR MVP MX1 MX2 MYO6 MYOF MYORG MYZAP NAPEPLD NAV3 NDC1 NELL1 NEMP1 NEMP2 NLRP10 NLRP6 NOC4L NOS1AP NPAP1 NPC1 NPIPA1 NPIPB3 NR4A1 NRM NRXN1 NSMF NUCB2 NUDT1 NUDT9 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP210L NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP62CL NUP85 NUP88 NUP93 NUP98 NUTF2 NXF1 NXT1 NXT2 OIT3 OSBPL3 OSBPL6 OSBPL8 OTULINL PAFAH1B1 PAK1 PAK5 PARP1 PARP11 PARP16 PARP6 PARP8 PCID2 PCM1 PCYT1A PGRMC2 PHF11 PHF20 PHF8 PLA2G4A PLA2G4C PLAAT1 PLAAT3 PLCB1 PLPP6 PLPP7 PLRG1 POLA1 POLR2M POM121 POM121B POM121C POM121L2 POMZP3 PRICKLE1 PRICKLE2 PRKCZ PRKG2 PRNP PSEN1 PSEN2 PSPHP1 PTGDS PTGER3 PTGES PTGS2 PUM2 QRICH2 QSOX2 RAB40B RAC2 RAE1 RAN RANBP1 RANBP17 RANBP2 RANBP3 RANBP3L RANGAP1 RAP1GAP2 RB1CC1 RBM15 RBM15B RBMX2 RETSAT RGPD1 RGPD2 RGPD3 RGPD4 RGPD5 RGPD6 RGPD8 RGS7 RIF1 RNF123 RNF13 RNF180 RNF43 RNF6 ROGDI RRM1 RRP12 RTCB RTEL1 RTN4 S100A6 SCAI SCGB1A1 SCRN1 SDCBP SEC13 SEH1L SENP1 SENP2 SEPHS1 SH3BGRL2 SHISA5 SIGMAR1 SIRT1 SLC16A3 SLC22A18 SLC22A3 SLC30A1 SLC52A3 SMAD1 SMAD3 SMOX SMPD4 SNUPN SORL1 SORT1 SPAG4 SPAST SPATA46 SPDYA SPIN1 SREBF1 STAU2 STX1A SULT1E1 SUMO1 SUN1 SUN2 SUN3 SUN5 SURF4 SYNE1 SYNE2 SYNE3 SYNE4 TAF3 TBC1D20 TENT4A TERB1 TERB2 TEX2 THAP7 TM7SF2 TMC6 TMC8 TMEM109 TMEM120A TMEM120B TMEM147 TMEM168 TMEM170A TMEM176B TMEM18 TMEM201 TMEM33 TMEM38A TMEM38B TMEM43 TMEM53 TMEM97 TMPO TMX4 TNKS TNKS2 TNMD TNPO3 TNRC18 TOR1A TOR1AIP1 TOR1AIP2 TOR1B TOR2A TOR3A TOR4A TPR TRA2B TRAPPC2B TREX1 TRIM27 TRPC7 TUBB TXLNG TYRO3 UBE2I UBXN4 UGT2B28 UNC50 UTP18 VAPA VPS4A VPS4B VRK2 WDFY3 WDR3 WTAP XPO1 XPO4 XPO7 XPOT YEATS4 ZBED1 ZBTB1 ZC3HC1 ZFTRAF1 ZMPSTE24 ZNF224 ZNF383 GOCC_NUCLEAR_ENVELOPE_LUMEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_NUCLEAR_ENVELOPE_LUMEN ALOX5 APP BCHE CACYBP CCAR1 IGF2R PLAAT1 PTGES SORL1 TUBB GOCC_NUCLEAR_EXOSOME_RNASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_NUCLEAR_EXOSOME_RNASE_COMPLEX C1D DIS3 EXOSC1 EXOSC10 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 GOCC_NUCLEAR_INCLUSION_BODY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_NUCLEAR_INCLUSION_BODY ATXN1 ATXN3 NBN NUP153 NUP98 NXF1 PABPN1 RAD18 RANBP2 SLF1 STUB1 TPR GOCC_NUCLEAR_INNER_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_NUCLEAR_INNER_MEMBRANE ARL6IP6 ATP11B ATP1B4 CBX3 DPY19L1 DPY19L2 DPY19L2P2 DPY19L3 DPY19L4 EMD ERN1 FAM169A FAM209A FAM209B GHRHR IFFO1 IFI27 ITPR1 KCNH1 LBR LEMD2 LEMD3 LMNB1 LRPPRC MAJIN MATR3 MFSD10 NEMP1 NEMP2 NPAP1 NRM NUTF2 PLPP6 PSEN2 PTGS2 RNF13 SIGMAR1 SIRT1 SMAD1 SMAD3 SPAG4 SUN1 SUN2 SUN3 SUN5 TERB1 TERB2 TM7SF2 TMEM120A TMEM120B TMEM201 TMEM43 TMX4 TOR1AIP1 TRA2B UNC50 ZMPSTE24 GOCC_NUCLEAR_LAMINA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_NUCLEAR_LAMINA CASK EIF6 HLCS LMNA LMNB1 LMNB2 LMNTD2 NARF PCNA PRR14 RNF220 SUV39H1 GOCC_NUCLEAR_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_NUCLEAR_MEMBRANE AAAS ABL1 ACKR2 ADRA1A ADRA1B AEN AHCTF1 AK9 AKAP6 AKIRIN1 ALG14 ALOX5 ALOX5AP AMBP ANKRD17 ANXA4 APEH AQP1 ARL6IP6 ATP11B ATP1B4 ATP2A3 ATP5MF BCL2 BCL2L1 BCL2L10 BOK BRAP BRIP1 BROX C9orf72 CANX CASC3 CBX3 CCND1 CCND2 CCNI CDH5 CDK4 CEMIP CENPF CENPV CEP128 CEP131 CEPT1 CLCA2 CLCC1 CLIC1 CLMN CMTM3 CNEP1R1 CPNE1 CPTP CREB3L4 CTDNEP1 CUEDC2 DCTN5 DHCR7 DHX37 DISP3 DMPK DNAJB12 DNAJB14 DNAJB2 DNAJC1 DNAJC2 DPY19L1 DPY19L2 DPY19L2P2 DPY19L3 DPY19L4 DTL DTX2 DUSP2 DUX4 EBP EDNRB EGFR EI24 EMD ENO1 EPC1 EPHA3 ERBIN ERN1 FAM169A FAM209A FAM209B FZR1 GAPDH GATA6 GCH1 GCHFR GHRHR GLE1 GNAQ GRK5 GTF3C3 GTPBP4 GUCY2D GUCY2F H2BW1 HABP4 HACD3 HAX1 HOXA7 HPN IFFO1 IFI27 IL15RA INPP4A INTS1 INTS2 INTS5 IPO5 ITGB4 ITPR1 ITPR3 ITPRIP KASH5 KCNH1 KLHDC2 KLK6 KPNA2 KPNA4 KPNB1 LBR LEMD2 LEMD3 LMNA LMNB1 LMNB2 LPIN1 LRPPRC LTC4S LYPLA1 MACO1 MAD2L1BP MAJIN MATR3 MCM3AP MFSD10 MINDY3 MLX MPL MRGPRF MRPS14 MRPS23 MTDH MX1 MYO6 MYOF MYORG NAV3 NDC1 NEMP1 NEMP2 NLRP10 NLRP6 NOC4L NOS1AP NPAP1 NPIPA1 NR4A1 NRM NRXN1 NSMF NUDT1 NUDT9 NUP107 NUP133 NUP153 NUP155 NUP205 NUP210 NUP35 NUP42 NUP50 NUP54 NUP58 NUP62 NUP85 NUP93 NUP98 NUTF2 OSBPL3 OSBPL6 OSBPL8 PAFAH1B1 PAK1 PAK5 PCM1 PHF11 PHF20 PHF8 PLCB1 PLPP6 PLRG1 POM121 POM121C POMZP3 PRICKLE1 PRICKLE2 PRKG2 PRNP PSEN1 PSEN2 PTGDS PTGS2 PUM2 QRICH2 QSOX2 RANBP2 RANGAP1 RAP1GAP2 RB1CC1 RBM15 RBMX2 RETSAT RIF1 RNF123 RNF13 RNF6 RRP12 RTEL1 SCAI SCRN1 SDCBP SENP1 SENP2 SEPHS1 SH3BGRL2 SHISA5 SIGMAR1 SIRT1 SLC16A3 SLC22A3 SLC30A1 SLC52A3 SMAD1 SMAD3 SMOX SMPD4 SORT1 SPAG4 SPAST SPATA46 SPIN1 STAU2 STX1A SULT1E1 SUMO1 SUN1 SUN2 SUN3 SUN5 SURF4 SYNE1 SYNE2 SYNE3 SYNE4 TAF3 TBC1D20 TENT4A TERB1 TERB2 TEX2 THAP7 TM7SF2 TMC6 TMC8 TMEM109 TMEM120A TMEM120B TMEM147 TMEM168 TMEM176B TMEM18 TMEM201 TMEM38A TMEM38B TMEM43 TMEM53 TMEM97 TMX4 TNKS TNRC18 TOR1A TOR1AIP1 TOR1AIP2 TOR1B TPR TRA2B TRAPPC2B TRIM27 TXLNG UGT2B28 UNC50 UTP18 VAPA WDFY3 WDR3 WTAP XPO1 YEATS4 ZBED1 ZBTB1 ZC3HC1 ZMPSTE24 ZNF224 ZNF383 GOCC_NUCLEAR_OUTER_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_NUCLEAR_OUTER_MEMBRANE BOK CLMN CPTP DHCR7 DMPK EMD ENO1 GHRHR GUCY2D GUCY2F ITPR3 ITPRIP KASH5 LRPPRC LTC4S NAV3 NUTF2 PSEN1 PTGS2 RETSAT SIGMAR1 SLC22A3 SMPD4 SYNE1 SYNE2 SYNE3 SYNE4 TMEM109 TMEM53 TRAPPC2B UGT2B28 GOCC_NUCLEAR_OUTER_MEMBRANE_ENDOPLASMIC_RETICULUM_MEMBRANE_NETWORK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_NUCLEAR_OUTER_MEMBRANE_ENDOPLASMIC_RETICULUM_MEMBRANE_NETWORK AADAC ABCA1 ABCB6 ABCB9 ABCC12 ABCC6 ABCD1 ABCD4 ABCG1 ABHD12 ABHD12B ABHD4 ACER1 ACER3 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 ADGRG6 ADPGK AGMO AGPAT1 AGPAT2 AGPAT3 AGPAT4 AGPAT5 AGTRAP AHCYL1 AKAP6 ALDH3A2 ALG1 ALG10 ALG11 ALG12 ALG13 ALG14 ALG2 ALG3 ALG5 ALG6 ALG8 ALG9 ALOX5AP AMFR ANKLE2 ANKRD13C ANKS4B ANO5 ANTXR2 ANXA7 APH1A APH1B APOB APOL2 APOO AQP11 AQP8 ARCN1 AREG ARHGAP32 ARL6IP1 ARL6IP5 ARMC10 ART1 ARV1 ASPH ATF6 ATF6B ATG101 ATG13 ATG14 ATG2A ATG2B ATG9A ATG9B ATL1 ATL2 ATL3 ATP10A ATP10B ATP10D ATP11A ATP11C ATP13A1 ATP13A4 ATP2A1 ATP2A2 ATP2A3 ATP6AP1 ATP6AP2 ATP8B2 ATP8B3 ATXN3 AUP1 AWAT1 AWAT2 B2M B3GALNT2 B3GAT1 B3GLCT BAX BCAP29 BCAP31 BCL2 BECN1 BET1 BFAR BICD2 BLTP1 BLTP2 BNIP1 BOK BSCL2 BSG C2CD2L C4orf3 C8orf17 CALHM1 CALR CALR3 CALU CAMK2B CAMK2D CAMK2G CAMLG CANT1 CANX CARD19 CASP4 CASQ1 CASQ2 CAV1 CCDC47 CD1D CD4 CD59 CD74 CDC14C CDC42 CDIPT CDK1 CDKAL1 CDS1 CDS2 CEPT1 CERS1 CERS2 CERS3 CERS4 CERS5 CERS6 CERT1 CFTR CH25H CHERP CHODL CHPT1 CHRM3 CIDEB CISD2 CKAP4 CLCC1 CLCN4 CLGN CLMN CLN3 CLN6 CLN8 CLPTM1L CLSTN1 CLSTN2 CLSTN3 CNEP1R1 CNIH1 CNIH2 CNIH3 CNIH4 COPA COPB1 COPB2 COPE COPG1 COPG2 COPZ1 COPZ2 CPT1C CPTP CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CRYZL2P-SEC16B CSPG5 CTAGE1 CTAGE15 CTAGE4 CTAGE6 CTAGE8 CTAGE9 CTDNEP1 CYB561D2 CYB5A CYB5R1 CYB5R2 CYB5R3 CYB5R4 CYB5RL CYBA CYBB CYBC1 CYP17A1 CYP19A1 CYP1A1 CYP1A2 CYP1B1 CYP21A2 CYP26A1 CYP26B1 CYP26C1 CYP2A13 CYP2A6 CYP2A7 CYP2B6 CYP2C18 CYP2C19 CYP2C8 CYP2C9 CYP2D6 CYP2E1 CYP2F1 CYP2J2 CYP2R1 CYP2S1 CYP2U1 CYP2W1 CYP39A1 CYP3A4 CYP3A43 CYP3A5 CYP3A7 CYP46A1 CYP4A11 CYP4A22 CYP4B1 CYP4F11 CYP4F12 CYP4F2 CYP4F22 CYP4F3 CYP4F8 CYP4V2 CYP4X1 CYP4Z1 CYP51A1 CYP7A1 CYP7B1 CYP8B1 DAD1 DCSTAMP DDN DDOST DDRGK1 DEGS1 DEGS2 DERL1 DERL2 DERL3 DGAT1 DGAT2 DGAT2L6 DHCR24 DHCR7 DHDDS DHH DHRS3 DHRS4 DHRS7 DHRS7B DHRS7C DHRS9 DIO1 DIPK1A DIPK1B DIPK1C DISP3 DLG1 DMPK DNAJA1 DNAJB12 DNAJB14 DNAJB2 DNAJB9 DNAJC1 DNAJC14 DNAJC16 DNAJC18 DNAJC25 DNM1L DOLK DOLPP1 DPAGT1 DPM1 DPM2 DPM3 DRD1 DSE DST DTNBP1 DUOXA1 DUOXA2 EBP EBPL EDA EDEM1 EGFR EI24 EIF2AK3 EIF5A EIF5A2 EIF5AL1 ELAPOR1 ELOVL1 ELOVL2 ELOVL3 ELOVL4 ELOVL5 ELOVL6 ELOVL7 EMC1 EMC10 EMC2 EMC3 EMC4 EMC6 EMC7 EMC8 EMC9 EMD ENO1 ENTPD2 EPHX1 EPM2AIP1 ERAP1 ERAP2 ERG28 ERGIC1 ERGIC2 ERGIC3 ERLIN1 ERLIN2 ERMARD ERMP1 ERN1 ERN2 ERO1A ERO1B ERP44 ESYT1 ESYT2 ESYT3 EVA1A EXT1 EXT2 EXTL1 EXTL2 EXTL3 FA2H FAAH FADS1 FADS2 FADS2B FADS3 FAF1 FAF2 FAM8A1 FATE1 FAXDC2 FDFT1 FICD FITM1 FITM2 FKBP1A FKBP1B FKBP1C FKBP2 FKBP8 FLRT1 FLRT2 FLRT3 FLVCR2 FMN1 FMN2 FMO1 FMO2 FMO3 FMO4 FMO5 FOLR1 FREY1 FTCD FUT10 FXYD3 FZD6 FZD9 G6PC1 G6PC2 G6PC3 GABARAPL2 GABBR1 GALNT1 GALNT2 GBA2 GDPD1 GDPD3 GET1 GET3 GGCX GHRHR GIMAP1 GJA1 GJB1 GJC1 GNAI3 GORASP2 GOSR2 GPAA1 GPAT3 GPAT4 GPER1 GPR37 GPSM1 GRAMD1A GRAMD1B GRAMD1C GRAMD2A GRAMD4 GRIA1 GRIA2 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIP1 GRM6 GSG1 GUCY2C GUCY2D GUCY2F HACD1 HACD2 HACD3 HACD4 HAS2 HERPUD1 HHAT HHATL HLA-A HLA-B HLA-C HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G HLA-H HM13 HMGCLL1 HMGCR HMOX1 HMOX2 HPD HPN HRAS HRC HSD11B1 HSD11B2 HSD17B12 HSD17B2 HSD17B3 HSD17B7 HSD3B1 HSD3B2 HSD3B7 HSP90B1 HSPA5 HTRA2 ICMT IER3IP1 IFI27 IFI6 IFNGR2 IHH IKBIP IL15RA ILDR2 ILVBL INSIG1 INSIG2 IRAG1 IRAG2 IRGM ITPR1 ITPR2 ITPR3 ITPRIP IZUMO1 JAGN1 JKAMP JPH1 JPH2 JPH3 JPH4 JSRP1 KASH5 KCNA2 KCNK2 KDELR1 KDELR2 KDELR3 KDSR KLHL14 KLHL41 KPNA2 KRAS KRTCAP2 KSR1 KTN1 LBR LCLAT1 LCTL LDAF1 LMAN1 LMAN1L LMAN2 LMAN2L LMBR1L LMBRD1 LMF1 LMF2 LNPK LPCAT1 LPCAT2 LPCAT3 LPCAT4 LPGAT1 LPIN1 LPIN2 LPIN3 LRAT LRBA LRIT1 LRIT3 LRPPRC LRRC59 LRRC8B LRRC8C LRRC8D LRRC8E LRRK2 LSS LTC4S MACO1 MAGT1 MAN1B1 MAP3K5 MAPK8IP1 MARCHF1 MARCHF2 MARCHF5 MARCHF6 MARCHF8 MBLAC2 MBOAT1 MBOAT2 MBOAT4 MBOAT7 MBTPS1 MCFD2 MCTP1 MEST METTL7B MFSD2A MGAT4D MGLL MGST1 MGST2 MGST3 MIA2 MIA3 MINAR2 MLANA MLEC MMGT1 MMP23B MMP27 MOGAT1 MOGAT2 MOGAT3 MOGS MOSPD1 MOSPD2 MOXD1 MPDU1 MR1 MRAP MRAP2 MRLN MSMO1 MTDH MTOR MX1 MYMX MYORG MYRF MYRFL NAT8 NAT8B NAT8L NAV3 NBAS NCEH1 NCLN NCSTN NDRG4 NECAB3 NEU4 NFE2L1 NOMO1 NOMO2 NOMO3 NOS1AP NOTCH1 NOTCH2 NOTCH3 NOTCH4 NOX4 NOX5 NPLOC4 NR3C2 NRAS NRROS NSDHL NSG1 NUP210 NUS1 NUTF2 OCA2 ORMDL1 ORMDL2 ORMDL3 OS9 OSBP OSBPL3 OSBPL5 OSBPL6 OSBPL7 OSBPL8 OST4 OSTC OTOF OTULINL P4HTM PAFAH2 PANX1 PAPPA-AS1 PARP16 PCYT1A PCYT1B PCYT2 PDCD6 PDGFRA PDIA3 PDIA5 PDIA6 PDZD8 PEDS1 PEMT PEX16 PGAP1 PGAP2 PGAP3 PGRMC1 PHTF1 PI4K2B PI4KB PIEZO1 PIGA PIGB PIGC PIGF PIGG PIGH PIGK PIGL PIGM PIGN PIGO PIGP PIGQ PIGS PIGT PIGU PIGV PIGW PIGX PIGY PIGZ PIK3R1 PIP4K2B PITPNB PITPNM1 PJA2 PKD2 PKMYT1 PLA2G2A PLA2G4A PLA2G4C PLAAT3 PLAUR PLCD4 PLD1 PLD2 PLD3 PLD4 PLN PLOD1 PLOD2 PLOD3 PLP2 PLPP2 PLPP3 PLPP6 PLPP7 PMEL PML PNLDC1 PNPLA2 PNPLA3 PNPLA6 PNPLA7 PNPLA8 PNPT1 POFUT2 POM121 POM121C POMGNT2 POMK POMT1 POMT2 PON1 PON3 POR PORCN PPM1L PPP1R15A PREB PROS1 PSEN1 PSEN2 PSENEN PSKH1 PTCHD3 PTDSS1 PTDSS2 PTGDS PTGES PTGFRN PTGIS PTGS1 PTGS2 PTPN1 PTPN5 PYURF RAB10 RAB14 RAB18 RAB1B RAB21 RAB2A RAB2B RAB3GAP1 RAB3GAP2 RAB5IF RAB6A RAB9A RAC1 RAC2 RAC3 RANBP2 RASGRF2 RASGRP1 RB1CC1 RCE1 RDH10 RDH11 RDH12 RDH14 RDH16 RDH5 REEP1 REEP2 REEP3 REEP4 REEP5 REEP6 RETREG1 RETREG2 RETREG3 RETSAT RFT1 RHBDD1 RHBDD2 RHBDF1 RHBDF2 RHEB RHOA RHOC RHOG RIC3 RINT1 RNF103 RNF121 RNF125 RNF13 RNF133 RNF139 RNF145 RNF170 RNF175 RNF180 RNF183 RNF185 RNF186 RNF19B RNF26 RNF43 RNF5 RNFT1 RP9 RPE65 RPL27 RPN1 RPN2 RPS26 RPS27A RPS28 RPS29 RRBP1 RSAD2 RTCB RTN1 RTN2 RTN3 RTN4 RYR1 RYR2 RYR3 SACM1L SAMD8 SAR1B SARAF SBF1 SC5D SCAP SCARA3 SCARB2 SCD SCD5 SCFD1 SDCBP SDR16C5 SEC11A SEC11B SEC11C SEC13 SEC16A SEC16B SEC22A SEC22B SEC22C SEC23A SEC23B SEC24A SEC24B SEC24C SEC24D SEC31A SEC31B SEC61A1 SEC61A2 SEC61B SEC61G SEC62 SEC63 SEL1L SEL1L2 SELENOI SELENOK SELENON SELENOS SELENOT SERINC1 SERP1 SERP2 SEZ6L SEZ6L2 SFTA3 SFTPA1 SFTPA2 SFTPB SFTPC SFTPD SGK1 SGPL1 SGPP1 SGPP2 SHH SHISA2 SHISA3 SHISA5 SIGMAR1 SIK2 SLC10A7 SLC16A11 SLC17A3 SLC18A1 SLC22A3 SLC26A9 SLC27A2 SLC27A4 SLC27A5 SLC28A3 SLC30A5 SLC30A7 SLC33A1 SLC35A2 SLC35B1 SLC35B4 SLC35D1 SLC35D3 SLC35G1 SLC36A2 SLC37A1 SLC37A2 SLC37A3 SLC37A4 SLC39A1 SLC39A13 SLC39A7 SLC43A1 SLC51A SLC8A3 SLC9A6 SLCO1B3-SLCO1B7 SLN SMIM14 SMPD4 SOAT1 SOAT2 SORL1 SORT1 SPAST SPCS1 SPCS2 SPCS3 SPINK5 SPPL2A SPPL2B SPPL2C SPPL3 SPTLC1 SPTLC2 SPTLC3 SPTSSA SPTSSB SQLE SRD5A1 SRD5A2 SRD5A3 SREBF1 SREBF2 SRI SRL SRP9 SRPRA SRPRB SRXN1 SSR1 SSR2 SSR3 SSR4 STARD3 STARD3NL STBD1 STIM1 STIM2 STIMATE STING1 STRIT1 STS STT3A STT3B STX17 STX18 STX5 SUCO SURF4 SVIP SYNE1 SYNE2 SYNE3 SYNE4 SYVN1 TAP1 TAP2 TAPBP TAPBPL TBC1D20 TBL2 TBXAS1 TECR TESPA1 TEX2 TEX264 TGFA THADA TKT TLCD3B TLR3 TLR7 TLR8 TLR9 TM4SF20 TM6SF2 TM7SF2 TMBIM6 TMC6 TMC8 TMCC1 TMCC2 TMCC3 TMCO1 TMED1 TMED10 TMED2 TMED3 TMED4 TMED5 TMED6 TMED7 TMED9 TMEM106C TMEM109 TMEM119 TMEM129 TMEM132A TMEM147 TMEM14A TMEM151A TMEM170A TMEM174 TMEM178A TMEM199 TMEM203 TMEM208 TMEM214 TMEM238L TMEM258 TMEM259 TMEM260 TMEM33 TMEM35A TMEM38A TMEM38B TMEM39A TMEM39B TMEM41B TMEM43 TMEM50B TMEM53 TMEM67 TMEM68 TMEM86A TMEM86B TMEM97 TMEM98 TMPRSS3 TMTC2 TMX1 TMX2 TMX3 TNPO3 TOR1A TOR1AIP2 TPTE2 TRAF2 TRAM1 TRAM1L1 TRAPPC2B TRDN TREX1 TRIM13 TRIM59 TRIQK TRPM1 TRPM8 TSPO2 TTYH1 TUNAR TUSC3 TXNDC11 TYRO3 UBA1 UBA5 UBA52 UBAC2 UBB UBC UBE2J1 UBE2J2 UBIAD1 UBQLN4 UBXN1 UBXN4 UBXN7 UBXN8 UCHL1 UFD1 UFL1 UGT1A1 UGT1A10 UGT1A3 UGT1A4 UGT1A5 UGT1A6 UGT1A7 UGT1A8 UGT1A9 UGT2A1 UGT2A2 UGT2B10 UGT2B11 UGT2B15 UGT2B17 UGT2B28 UGT2B4 UGT2B7 UGT3A1 UGT3A2 ULK1 UNC93B1 UPK3A USE1 USP17L2 USP19 VAMP7 VAPA VAPB VCP VKORC1 VKORC1L1 VMA21 VMP1 VPS13A VPS13C VRK2 VTI1A VTI1B WASL WDR81 WDR83OS WFS1 WLS XBP1 XK XPO1 XXYLT1 YIF1A YIF1B YIPF5 YIPF7 ZC3H12A ZDHHC1 ZDHHC11 ZDHHC12 ZDHHC14 ZDHHC16 ZDHHC2 ZDHHC20 ZDHHC22 ZDHHC4 ZDHHC6 ZDHHC9 ZFAND2B ZFYVE1 ZFYVE27 ZMPSTE24 ZNRF4 ZW10 GOCC_NUCLEAR_PERIPHERY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_NUCLEAR_PERIPHERY ACTB ACTL6A ACTL6B AHCTF1 AKAP8 AKAP8L ALOX5 ANAPC4 ANXA2 ARFGEF1 ARID2 ATF4 ATN1 ATXN1 ATXN3 ATXN7 BASP1 BCL11A BLM BRD7 CAD CASK CEBPB CENPF CENPW CFL1 CFL2 CHMP1A CLIC4 CXXC1 DAG1 DCAF7 DGKQ DNMT3A DNTT EBNA1BP2 EIF6 ENC1 ERCC8 FIGN GFI1 GFI1B GHRHR GMCL1 GMCL2 HAT1 HES1 HLCS HLTF HNRNPA2B1 HNRNPM HNRNPU IFFO1 KAT8 KIF4A KIF4B KIN KRT18 KRT8 LGALS13 LMNA LMNB1 LMNB2 LMNTD2 LRIF1 MAEA MAPT MATR3 MBD1 MEN1 MORC2 MORC3 MSX1 MYB NARF NCOR2 NONO NSMF NUFIP1 NUMA1 NUP107 NUP153 NUP205 NUP93 NUP98 OGG1 PAXIP1 PBRM1 PCNA PHACTR3 PHB2 PHF10 PHF5A PIAS1 PIAS4 PML POLA1 PPIG PRKCD PRKCZ PRPF40A PRR14 PSMA6 PSPC1 RAD21 RGS12 RNASEL RNF220 RUNX1T1 RUVBL1 RUVBL2 S100A10 SATB1 SATB2 SCAF8 SFPQ SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCE1 SMC1A SMC3 SNW1 SORBS1 SPARC SPTBN4 SRPK1 SRRM1 STAG1 STAG2 SUV39H1 TELO2 TENM1 TEP1 TGFB1I1 THOC1 TINF2 TP53 TPR UHRF1 VIM XPOT YEATS4 YY1 ZNF326 ZNF350 ZNF703 GOCC_NUCLEAR_PORE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_NUCLEAR_PORE AAAS AGFG1 AHCTF1 BICD2 CETN2 CETN3 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 DDX19B EIF5A ENY2 GLE1 IPO5 IPO7 KPNA1 KPNA3 KPNA4 KPNB1 MAD1L1 MAD2L1 MCM3AP MVP MX2 NDC1 NPAP1 NPIPA1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP210L NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP62CL NUP85 NUP88 NUP93 NUP98 NUTF2 NXF1 NXT1 NXT2 PARP11 PCID2 POM121 POM121B POM121C POM121L2 RAE1 RAN RANBP1 RANBP17 RANBP2 RANBP3 RANBP3L RANGAP1 RGPD1 RGPD2 RGPD3 RGPD4 RGPD5 RGPD6 RGPD8 SEC13 SEH1L SENP2 SNUPN SUMO1 TNKS TPR UBE2I VPS4A VPS4B XPO4 XPO7 XPOT GOCC_NUCLEAR_PORE_CENTRAL_TRANSPORT_CHANNEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_NUCLEAR_PORE_CENTRAL_TRANSPORT_CHANNEL NUP35 NUP54 NUP62 NUTF2 NXT1 NXT2 GOCC_NUCLEAR_PORE_NUCLEAR_BASKET https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_NUCLEAR_PORE_NUCLEAR_BASKET CETN2 CETN3 ENY2 MAD1L1 MAD2L1 MCM3AP NUP153 NUP35 NUP98 PCID2 RANBP2 TPR GOCC_NUCLEAR_PORE_OUTER_RING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_NUCLEAR_PORE_OUTER_RING NUP107 NUP133 NUP160 NUP37 NUP43 NUP85 NUP98 SEC13 SEH1L GOCC_NUCLEAR_PROTEIN_CONTAINING_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_NUCLEAR_PROTEIN_CONTAINING_COMPLEX A1CF AAAS AAR2 ABRAXAS1 ABRAXAS2 ACD ACTB ACTL6A ACTL6B ACTR5 ACTR6 ACTR8 ADAR ADNP AEBP2 AFF1 AFF2 AFF3 AFF4 AGFG1 AHCTF1 AHR AKAP17A ALYREF ANAPC1 ANAPC10 ANAPC11 ANAPC13 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 ANP32E ANXA2 API5 APOBEC1 APOBEC3F APOBEC3G AQR ARFGEF1 ARID1A ARID1B ARID2 ARID4A ARID4B ARMC7 ARNT ASCC2 ASCC3 ASCL1 ASCL2 ASCL3 ASCL4 ASCL5 ASH2L ASXL1 ASXL2 ASXL3 ATF1 ATF2 ATF3 ATF4 ATF5 ATF6 ATF6B ATF7 ATP23 ATR ATRIP ATXN7 ATXN7L3 BABAM1 BABAM2 BACH1 BACH2 BAHD1 BAP1 BARD1 BATF BATF2 BATF3 BAZ1A BAZ1B BAZ2A BCAS2 BCCIP BCL11A BCL11B BCL7A BCL7B BCL7C BCL9 BCL9L BCLAF1 BCLAF3 BCOR BICD2 BICRA BICRAL BIN1 BIRC5 BMAL1 BMAL2 BMI1 BOD1 BOD1L1 BOP1 BPTF BRCA1 BRCA2 BRCC3 BRD1 BRD7 BRD8 BRD9 BRIP1 BRMS1 BRMS1L BUB1B BUB3 BUD13 BUD31 C17orf49 C1D C9orf78 CACTIN CAMSAP3 CASC3 CBFB CBX2 CBX3 CBX4 CBX5 CBX6 CBX7 CBX8 CCDC12 CCDC9 CCNC CCNH CCNK CCNT1 CCNT2 CD2BP2 CDC16 CDC20 CDC20B CDC23 CDC26 CDC27 CDC40 CDC45 CDC5L CDC73 CDK12 CDK13 CDK19 CDK2AP1 CDK2AP2 CDK7 CDK8 CDK9 CDKN1A CEBPA CEBPB CEBPD CEBPE CEBPG CEBPZ CECR2 CENPS CENPX CETN2 CETN3 CFDP1 CHD3 CHD4 CHD5 CHD8 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CHRAC1 CHTF18 CHTF8 CHTOP CIRBP CLMN CLNS1A CLOCK CLP1 COPS2 COPS3 COPS4 COPS5 COPS6 COPS7A COPS7B COPS8 COPS9 CPSF1 CPSF2 CPSF3 CPSF4 CPSF4L CPSF6 CPSF7 CRCP CREB1 CREB3 CREBZF CREM CRIPT CRNKL1 CRX CSNK2A1 CSTF1 CSTF2 CSTF2T CSTF3 CTC1 CTNNB1 CTNNBIP1 CTNNBL1 CTR9 CUL7 CWC15 CWC22 CWC25 CWC27 CWF19L1 CWF19L2 CXXC1 DBF4 DBF4B DBP DDIT3 DDX19B DDX20 DDX21 DDX23 DDX39B DDX41 DDX46 DDX5 DEK DGCR8 DHX15 DHX16 DHX32 DHX35 DHX38 DHX8 DIS3 DKC1 DMAP1 DNAJC17 DNTTIP1 DPF1 DPF2 DPF3 DPY30 DQX1 DR1 DRAP1 DROSHA DSCC1 DYDC1 DYDC2 E2F1 E2F2 E2F3 E2F4 E2F5 E2F6 E2F7 E2F8 EAF1 EAF2 EED EFTUD2 EIF4A3 EIF5A ELL ELL2 ELL3 ELOA ELOA2 ELOB ELOC ELOF1 ELP2 ELP4 ENSG00000275464 ENY2 EP400 EPOP ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ERI1 ESS2 ETV3 EXOSC1 EXOSC10 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 EZH1 EZH2 FAAP100 FAAP20 FAAP24 FANCA FANCB FANCC FANCE FANCF FANCG FANCL FANCM FIP1L1 FLNA FOS FOSL1 FOSL2 FOXH1 FOXO3 FRG1 FZR1 GAR1 GATA4 GATAD2A GATAD2B GCFC2 GEMIN2 GEMIN4 GEMIN5 GINS1 GINS2 GINS3 GINS4 GLE1 GNL3L GPATCH1 GPKOW GPS1 GRAP GRB2 GTF2A1 GTF2A1L GTF2A2 GTF2B GTF2E1 GTF2E2 GTF2F1 GTF2F2 GTF2H1 GTF2H2 GTF2H2C GTF2H2C_2 GTF2H3 GTF2H4 GTF2H5 HAND1 HAVCR2 HCFC1 HCFC2 HDAC1 HDAC10 HDAC11 HDAC2 HDAC3 HDAC4 HDAC5 HDAC6 HDAC7 HDAC8 HDAC9 HEATR1 HEXIM1 HIF1A HINT1 HIPK2 HLF HLTF HMGA1 HMGXB4 HNRNPA1 HNRNPA1L2 HNRNPA1L3 HNRNPA2B1 HNRNPA3 HNRNPAB HNRNPC HNRNPF HNRNPH1 HNRNPH3 HNRNPK HNRNPM HNRNPR HNRNPU HOXB9 HR HSPA8 HTATSF1 HUS1 HUS1B HYAL2 ICE1 ICE2 IK IMP3 IMP4 ING1 ING2 ING3 INIP INO80 INO80B INO80C INO80D INO80E INTS1 INTS10 INTS11 INTS12 INTS13 INTS14 INTS15 INTS2 INTS3 INTS4 INTS5 INTS6 INTS6L INTS7 INTS8 INTS9 IPO5 IPO7 IRF9 ISY1 IVNS1ABP JARID2 JDP2 JMJD1C JUN JUNB JUND JUP KANSL1 KASH5 KAT2A KAT5 KAT7 KAT8 KDM2B KDM3A KDM3B KDM6A KDM6B KMT2A KMT2B KMT2C KMT2D KMT2E KPNA1 KPNA3 KPNA4 KPNB1 L3MBTL1 LARP7 LAS1L LAT LDB1 LEF1 LEO1 LGALS3 LIG3 LIG4 LIN37 LIN52 LIN54 LMO4 LRWD1 LSM10 LSM11 LSM2 LSM3 LSM4 LSM5 LSM6 LSM7 LSM8 LUC7L LUC7L2 LUC7L3 MAD1L1 MAD2L1 MAF MAFB MAFF MAFG MAFK MAGOH MAGOHB MAU2 MAX MBD2 MBD3 MCM2 MCM3 MCM3AP MCM4 MCM5 MCM6 MCM7 MCRS1 MED1 MED10 MED11 MED12 MED12L MED13 MED13L MED14 MED15 MED16 MED17 MED18 MED19 MED20 MED21 MED22 MED23 MED24 MED25 MED26 MED27 MED28 MED29 MED30 MED31 MED4 MED6 MED7 MED8 MED9 MEN1 MEPCE MFAP1 MGA MIDEAS MLH1 MLLT1 MLLT3 MMS19 MNAT1 MORF4L1 MPHOSPH10 MPND MRE11 MRPL44 MSH2 MSH3 MSH6 MTA1 MTA2 MTA3 MTREX MVP MX2 MXD1 MXD3 MXI1 MYB MYBBP1A MYBL2 MYC MYF5 MYF6 MYZAP NABP1 NABP2 NAT10 NBN NCL NCOA1 NCOA2 NCOA6 NCOR1 NCR1 NDC1 NELFA NELFB NELFCD NELFE NEUROD1 NFATC2 NFE2 NFE2L2 NFE2L3 NFIL3 NFRKB NFYA NFYB NFYC NHEJ1 NHP2 NIPBL NKX2-5 NOC2L NOC4L NOL11 NOL6 NONO NOP10 NOP14 NPAP1 NPAS2 NPIPA1 NR1H2 NR1H3 NR5A1 NR5A2 NRIP1 NUDT21 NUFIP1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP210L NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP62CL NUP85 NUP88 NUP93 NUP98 NUTF2 NVL NXF1 NXF2 NXF2B NXF3 NXF5 NXT1 NXT2 OGT ORC1 ORC2 ORC3 ORC4 ORC5 ORC6 OVAAL PAAF1 PABPC1 PAF1 PAGR1 PARP11 PASD1 PAXIP1 PBRM1 PBX1 PCF11 PCGF1 PCGF2 PCGF3 PCGF5 PCGF6 PCID2 PCNA PDCD7 PELP1 PES1 PEX2 PHC1 PHC2 PHC3 PHF10 PHF12 PHF20 PHF21A PHF5A PLCG1 PLRG1 PMS1 PMS2 PNN POLA1 POLA2 POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POLR1A POLR1B POLR1C POLR1D POLR1E POLR1F POLR1G POLR1H POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2J2 POLR2J3 POLR2K POLR2L POLR2M POLR3A POLR3B POLR3C POLR3D POLR3E POLR3F POLR3G POLR3GL POLR3H POLR3K POM121 POM121B POM121C POM121L2 POP1 POP5 POP7 POT1 POU2AF1 POU2F1 POU4F1 PPARG PPARGC1B PPIE PPIH PPIL1 PPIL2 PPIL3 PPP1R8 PPWD1 PRDM4 PRIM1 PRIM2 PRKDC PRKRIP1 PRMT5 PRPF18 PRPF19 PRPF3 PRPF31 PRPF38A PRPF38B PRPF39 PRPF4 PRPF40A PRPF40B PRPF4B PRPF6 PRPF8 PTBP2 PTGES3 PWP2 PYGO2 PYM1 RAD1 RAD23B RAD50 RAD51 RAD51B RAD51C RAD51D RAD9A RAD9B RAE1 RALY RAMAC RAMACL RAN RANBP1 RANBP17 RANBP2 RANBP3 RANBP3L RANGAP1 RARA RB1 RBBP4 RBBP5 RBBP7 RBBP8 RBM17 RBM22 RBM28 RBM3 RBM41 RBM42 RBM44 RBM47 RBM48 RBM5 RBM8A RBMX RBMX2 RBMXL1 RBMXL2 RBMXL3 RBMY1A1 RBMY1B RBMY1D RBMY1E RBMY1F RBMY1J RCOR1 RCOR2 RCOR3 REL RELA RELB REPIN1 RERE RFC2 RFC3 RFC4 RFC5 RFX5 RFXANK RFXAP RGPD1 RGPD2 RGPD3 RGPD4 RGPD5 RGPD6 RGPD8 RHEB RING1 RN7SK RNF113A RNF113B RNF2 RNMT RNPC3 RNU1-4 RNU11 RNU2-1 RNU4-1 RNU4-2 RNU4ATAC RNU5A-1 RNU5B-1 RNU5D-1 RNU5E-1 RNU5F-1 RNU6-1 RNU6-7 RNU6-9 RNU6ATAC RNVU1-1 RNVU1-14 RNVU1-15 RNVU1-17 RNVU1-19 RNVU1-2A RNVU1-3 RNVU1-4 RNVU1-6 RNVU1-7 RNVU1-8 RPA1 RPA2 RPA3 RPA4 RPP21 RPP30 RPP38 RPP40 RPS3 RRP7A RRP7BP RRP8 RSF1 RTF1 RUNX1 RUNX3 RUVBL1 RUVBL2 RXRA RXRB RXRG RYBP S100A10 SAE1 SAGE1 SAGE2P SAP130 SAP18 SAP30 SAP30L SARNP SART1 SATB2 SCAF8 SCML2 SCNM1 SEC13 SEH1L SENP2 SENP3 SETD1A SETD1B SETD5 SF1 SF3A1 SF3A2 SF3A3 SF3B1 SF3B2 SF3B3 SF3B4 SF3B5 SF3B6 SFPQ SFR1 SHMT2 SIN3A SIN3B SINHCAF SIRT1 SIRT2 SKIC8 SKP1 SLA SLBP SLC5A8 SLU7 SLX1A SLX1B SLX4 SMAD1 SMAD2 SMAD3 SMAD4 SMAD5 SMAD6 SMAD7 SMAD9 SMARCA1 SMARCA2 SMARCA4 SMARCA5 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMG5 SMG6 SMG7 SMNDC1 SMU1 SNIP1 SNRNP200 SNRNP25 SNRNP27 SNRNP35 SNRNP40 SNRNP48 SNRNP70 SNRPA SNRPA1 SNRPB SNRPB2 SNRPC SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SNRPGP15 SNRPN SNU13 SNUPN SNW1 SPAG4 SRCAP SREK1 SRRM1 SRRM2 SRSF1 SS18 SS18L1 SSRP1 SSU72 SSU72L1 SSU72L2 SSU72L3 SSU72L4 SSU72L5 SSU72L6 STAT1 STAT2 STAT3 STAT4 STAT5A STAT5B STAT6 STN1 SUDS3 SUGP1 SUMO1 SUN1 SUN2 SUN3 SUN5 SUPT16H SUPT3H SUPT4H1 SUPT5H SUPT6H SUV39H1 SUZ12 SWI5 SYF2 SYMPK SYNCRIP SYNE1 SYNE2 SYNE3 SYNE4 TADA3 TAF1 TAF10 TAF11 TAF11L10 TAF11L11 TAF11L12 TAF11L13 TAF11L14 TAF11L2 TAF11L3 TAF11L4 TAF11L6 TAF11L7 TAF11L8 TAF11L9 TAF12 TAF12-DT TAF13 TAF1A TAF1B TAF1C TAF1D TAF1L TAF2 TAF3 TAF4 TAF4B TAF5 TAF5L TAF6 TAF6L TAF7 TAF7L TAF8 TAF9 TAF9B TBL1X TBL1XR1 TBL1Y TBP TBPL1 TBX15 TBX18 TCEA1 TCEA2 TCF12 TCF15 TCF3 TCF4 TCF7 TCF7L1 TCF7L2 TEAD1 TEAD2 TELO2 TEN1 TENT2 TENT4A TENT4B TEP1 TERC TERF1 TERF2 TERF2IP TERT TESPA1 TET1 TEX10 TFDP1 TFDP2 TFIP11 TFPT TGS1 THEMIS THOC1 THOC2 THOC3 THOC5 THOC6 THOC7 THRAP3 THRB TIMELESS TINF2 TIPIN TLE1 TLE3 TLE4 TNKS TOPBP1 TPR TRA2A TRA2B TRERF1 TRIM28 TRIP4 TRRAP TSEN2 TSEN34 TSEN54 TSIX TSSC4 TTF2 TTI1 TXNL4A TXNL4B U2AF1 U2AF1L4 U2AF2 UBA2 UBAP2L UBE2C UBE2I UBE2S UCHL5 UIMC1 UPF1 UPF2 UPF3A UPF3B USP22 USP39 UTP18 UTP4 UTP6 UTY VDR VPS4A VPS4B WAC WBP4 WDR12 WDR18 WDR3 WDR33 WDR36 WDR5 WDR5B WDR82 WDR83 WEE2-AS1 WRAP53 WWOX XAB2 XBP1 XPA XPC XPO4 XPO7 XPOT XRCC1 XRCC2 XRCC3 XRCC4 XRCC5 XRCC6 YAP1 YBX1 YJU2 YJU2B YY1 YY2 ZBTB7A ZC3H3 ZC3H8 ZCCHC7 ZCCHC8 ZCRB1 ZFP42 ZMAT2 ZMAT5 ZNF217 ZNF541 ZNF830 ZNFX1 ZNHIT1 ZRSR2 ZRSR2P1 GOCC_NUCLEAR_REPLICATION_FORK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_NUCLEAR_REPLICATION_FORK BAZ1B CAMSAP3 CARM1 EME1 EME2 ETAA1 MCM10 MCM3 MMS22L MUS81 PARP1 PCNA POLA1 POLA2 POLD1 POLD2 POLD3 POLD4 PRIM1 PRIM2 RPA1 RPA2 RPA3 RPA4 SMARCA5 SMARCAD1 SMARCAL1 TIMELESS TIPIN TONSL TREX1 WDHD1 ZMIZ2 ZRANB3 GOCC_NUCLEAR_RNA_EXPORT_FACTOR_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_NUCLEAR_RNA_EXPORT_FACTOR_COMPLEX NXF1 NXF2 NXF2B NXF3 NXF5 NXT1 NXT2 GOCC_NUCLEAR_SPECK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_NUCLEAR_SPECK AAGAB ABHD17A ABITRAM ACIN1 ADAMTS4 ADGRD1 AFDN AFF2 AIPL1 AK6 AKAP17A AKAP8L ALKBH5 ALYREF AP5Z1 APBB1 APEX1 API5 AR ARHGAP18 ARL6IP4 ASCC1 ASCC2 ASCC3 ATF4 ATOH8 ATP6V0A1 ATPAF2 ATXN2L BARD1 BASP1 BAZ2A BCAS2 BCLAF1 BMP2K BNIP3L BRD1 BRD2 C12orf57 CACNB4 CACTIN CARMIL1 CASC3 CBLL1 CBX4 CBY1 CCNB3 CCNL1 CCNL2 CD2BP2 CDC34 CDC40 CDC5L CDK12 CDK13 CDYL CHD5 CHRNA3 CHTOP CIR1 CLK2 CLK3 CMYA5 CNOT7 COP1 COPS4 CPSF6 CRNKL1 CRY2 CSNK1A1 CTR9 CWC15 CWC22 CWC25 CXXC1 DACH1 DAZAP2 DDX17 DDX39A DDX39B DDX42 DDX46 DDX5 DENND1B DGKQ DGKZ DHX15 DHX36 DNAAF1 DNAJC11 DOCK1 DUSP11 DYRK1A DYRK3 DZIP1 E2F7 EAF1 EAF2 EAPP EFTUD2 EHMT2 EIF4A3 EIF4E EIF4ENIF1 ELL ELL3 EP400 EPAS1 EPOR ERBIN ESX1 FAM107A FAM193B FAM76A FAM76B FBXL4 FEV FIBP FOXO4 FTO FYTTD1 GADD45A GATAD2A GATAD2B GCAT GLI3 GLIS2 GPATCH2 GRK5 GTF2H2 GTF2H2C GTF2H2C_2 GTF2H4 H2AX HABP4 HBP1 HDAC4 HDAC5 HEATR5B HECTD1 HEXIM2 HIF1A HIF3A HIKESHI HIPK1 HNRNPU HOXA6 HP1BP3 HSF4 HSPA1A HSPA1B HSPB3 HSPB6 IFI16 IK IL15 IL16 ILRUN INPPL1 ITPKC JADE1 KAT6A KAZN KIF22 KLF15 KMT2E LHPP LIMK1 LMNA LPXN LUC7L2 LUC7L3 MAGOH MAML1 MAML2 MAML3 MAPK14 MAPK9 MAPT MBD1 MBD4 MECOM MEF2C MEOX2 METTL3 MOCS2 MORF4L1 MSL1 MSX2 MTREX NAMPT NCAPG2 NCBP3 NDUFB1 NEK6 NFATC4 NFKBIZ NME8 NOC3L NONO NPM1 NR0B1 NR3C1 NR4A2 NRDE2 NRIP1 NSL1 NSRP1 NUGGC NUP43 NXF1 NXT1 OGG1 OIP5 PABPN1 PACSIN2 PALB2 PARN PASD1 PATL1 PCBP1 PDX1 PHF5A PHF7 PIAS1 PIAS2 PIAS3 PIN1 PIP5K1A PLA2G6 PLAG1 PLCB1 PLRG1 PNISR PNN POLDIP3 POLI POLR2D POMP POU4F2 PPIE PPIG PPIH PPP1CC PPP1R16B PPP1R8 PPP4R3A PPP4R3B PQBP1 PRCC PRKAA1 PRKAA2 PRKACA PRKN PRPF18 PRPF19 PRPF3 PRPF31 PRPF4 PRPF40A PRPF40B PRPF4B PRPF6 PRPF8 PSKH1 PSME4 PSPC1 PTPRH PYHIN1 RADX RBBP6 RBM10 RBM11 RBM14 RBM15 RBM15B RBM19 RBM25 RBM27 RBM39 RBM4 RBM4B RBM8A RCHY1 REXO4 RFXAP RING1 RMI2 RNF113A RNF34 RNPS1 RREB1 RSRC1 RTEL1 RUFY1 S100PBP SAP130 SAP18 SARNP SART1 SART3 SCAPER SCNM1 SDCBP2 SDE2 SEC14L3 SERPINB13 SETD1A SETD1B SF3A1 SF3A2 SF3A3 SF3B1 SF3B2 SFMBT2 SFPQ SGK1 SIRT7 SLC28A1 SLC2A4RG SLC34A1 SLU7 SMC4 SMC5 SMC6 SMNDC1 SMU1 SMURF2 SNRNP40 SNRNP70 SNRPA1 SNRPB2 SNURF SNURFL SNW1 SON SOX2 SPOP SPRTN SREK1 SRP54 SRPK1 SRPK2 SRRM1 SRRM2 SRSF1 SRSF10 SRSF11 SRSF12 SRSF2 SRSF3 SRSF4 SRSF5 SRSF6 SRSF7 SRSF8 SRSF9 SRY STK17A STK19 SUMO1 SURF2 SYF2 TAB1 TAF5L TAP2 TARDBP TBXA2R TCERG1 TCF12 TCIM TENM1 TERT TFIP11 THAP7 THOC1 THOC2 THOC3 THOC6 THOC7 THRAP3 TIMM50 TMEM179B TOE1 TOPORS TREML1 TRIM22 TRIM69 TRIP12 TUT1 U2AF1 U2AF1L4 U2AF2 UBASH3A UHMK1 UNC45A USH1G USP36 VIRMA VPS72 WAC WBP4 WRN WT1 WTAP YLPM1 YTHDC1 ZBTB16 ZBTB18 ZC3H13 ZC3H14 ZC3H18 ZNF106 ZNF217 ZNF395 ZNF638 ZNF830 GOCC_NUCLEAR_STRESS_GRANULE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_NUCLEAR_STRESS_GRANULE DHX9 HSF1 RBFOX1 SUMO1 SYMPK TIA1 GOCC_NUCLEAR_UBIQUITIN_LIGASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_NUCLEAR_UBIQUITIN_LIGASE_COMPLEX ANAPC1 ANAPC10 ANAPC11 ANAPC13 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 BABAM2 BARD1 BCOR BMI1 BRCA1 BRCA2 BRCC3 BUB1B CBX2 CBX4 CBX6 CBX7 CBX8 CDC16 CDC20 CDC20B CDC23 CDC26 CDC27 CUL7 FZR1 PCGF1 PCGF2 PCGF3 PCGF5 PCGF6 PHC1 PHC2 PHC3 RAD51 RING1 RNF2 UBE2C UBE2S GOCC_NUCLEOCYTOPLASMIC_TRANSPORT_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_NUCLEOCYTOPLASMIC_TRANSPORT_COMPLEX KPNA1 KPNA2 KPNA3 KPNA4 KPNA5 KPNA6 KPNA7 KPNB1 MYBBP1A RAN SNUPN XPO5 GOCC_NUCLEOID https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_NUCLEOID ACADVL ATAD3A ATP5F1B CLPX CPS1 DBT DDX28 DHX30 DNA2 ELAC2 FASTKD2 FASTKD5 GRSF1 HADHA HADHB HSD17B10 HSPA9 LONP1 LRPPRC LRRC59 MPG MTERF1 MTERF2 POLDIP2 POLG POLG2 POLRMT PRORP SHMT2 SLC25A5 SOD2 SSBP1 SUPV3L1 TEFM TERT TFAM TFB1M TFB2M TOP1MT TRMT10C TUFM TWNK UQCC2 VDAC1 VDAC2 GOCC_NUCLEOLAR_EXOSOME_RNASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_NUCLEOLAR_EXOSOME_RNASE_COMPLEX EXOSC1 EXOSC10 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 GOCC_NUCLEOLAR_RIBONUCLEASE_P_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_NUCLEOLAR_RIBONUCLEASE_P_COMPLEX POP1 POP5 POP7 RPP21 RPP30 RPP38 RPP40 GOCC_NUCLEOLUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_NUCLEOLUS AATF ABCB8 ABCC4 ABHD14B ABL1 ABT1 ABTB1 ACACA ACADVL ACSL5 ACTR6 ADAD1 ADAD2 ADAR ADARB1 ADARB2 AEN AFF4 AGER AGPAT5 AGTPBP1 AK6 AKAP11 AKAP8 AKNA ALKBH2 ALKBH4 ANAPC11 ANG ANKRD1 ANP32B AOPEP APEX1 APEX2 APTX ARFGEF1 ARFIP2 ARHGAP32 ARHGAP33 ARID5A ARL14EP ARL2 ARL4A ARL4D ARL6IP4 ATF3 ATM ATP8B2 ATXN1 ATXN1L ATXN3 ATXN7 AXIN1 BATF3 BAZ1B BAZ2A BCAS2 BCKDHB BCL6 BCL9L BEND3 BLM BMAL2 BMS1 BNC1 BNIP2 BOP1 BRIX1 BRWD1 BTBD10 BUD23 BYSL C17orf97 C19orf33 C1D C1QBP C1orf109 C1orf131 C2CD4A C6orf89 CA9 CAMK4 CAMTA1 CAPG CAPN3 CARF CASK CASP1 CASP2 CBFA2T3 CBX5 CC2D1A CCDC137 CCDC86 CCND2 CCNO CCNT1 CCNY CCR2 CD180 CD1E CD2AP CD2BP2 CDC14A CDC14B CDC14C CDC6 CDCA7L CDCA8 CDK4 CDK5RAP3 CDK7 CDK8 CDKN1A CDKN2AIP CEBPA CEMIP CEMIP2 CENPH CENPP CENPW CEP85 CERKL CETN3 CHCHD1 CHD3 CHD7 CHP2 CHTOP CIAPIN1 CILK1 CIPC CKAP5 CLEC3B CLN6 CMPK1 COG7 COIL COX10 COX7A2L CPNE3 CPS1 CPT2 CRADD CSTB CTCF CUL2 CUTC CYB561A3 DAB2 DAXX DCAF1 DCAF13 DCAF17 DCLRE1A DCTN3 DDB1 DDRGK1 DDX11 DDX11L8 DDX17 DDX18 DDX21 DDX23 DDX24 DDX27 DDX28 DDX31 DDX46 DDX47 DDX5 DDX50 DDX51 DDX52 DDX53 DDX54 DDX55 DDX56 DEAF1 DEDD DEDD2 DEK DFFB DGCR8 DGKQ DHX15 DHX33 DHX37 DHX9 DIAPH2 DIMT1 DIS3 DKC1 DNAJB1 DNAJB9 DNAJC2 DNAJC21 DNTTIP1 DNTTIP2 DOC2A DOCK4 DROSHA DSN1 DTL DUSP11 DUX4 DYNLT4 DYRK1B E2F5 E2F8 EBNA1BP2 EDF1 EEF1A1 EEF1D EEF1E1 EID3 EIF3A EIF3L EIF4A3 EIF6 ELL3 ELOVL2-AS1 ELP3 EME1 EMG1 EMX1 EN2 ENDOV ENSG00000275464 EPC1 ERCC6 ERGIC2 ERI1 ESF1 ESRRA ETV4 ETV6 EWSR1 EXOSC1 EXOSC10 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 EZR FAM111A FAM193B FAM32A FAM9A FANCD2 FANCG FBL FBLIM1 FBLL1 FBXL22 FBXO11 FBXO25 FBXW7 FCF1 FEN1 FGF18 FHIT FILIP1 FLNA FMN2 FMR1 FOXA1 FOXI1 FOXJ2 FOXL2NB FRG1 FTSJ3 FXR1 G2E3 GABRG3 GAR1 GCFC2 GEMIN2 GEMIN4 GET3 GET4 GJB4 GLE1 GLI2 GLI3 GNAI1 GNAI3 GNL2 GNL3 GNL3L GOLGA3 GON7 GORAB GPATCH2 GPATCH4 GPER1 GPRC5A GPRC5B GRB2 GRWD1 GTF2H5 GTF3C1 GTF3C3 GTPBP10 GTPBP4 GZF1 H1-10 H1-5 H1-8 HABP4 HAND1 HAP1 HAUS7 HDHD3 HEATR1 HERC4 HINFP HIRIP3 HJURP HLTF HMGB2 HNRNPM HNRNPR HOMEZ HOXB5 HOXD9 HSD3B1 HSD3B2 HSPA8 HSPA9 HTD2 HUS1 HUS1B IDH3G IER5 IFI16 IFI35 IKBIP ILF2 ILF3 IMP3 IMP4 INKA2 INO80B INO80E INTS4 IP6K1 IP6K2 IPO5 IPPK IQSEC1 ISG20 ISG20L2 ITGB4 ITPR1 ITPR3 JAZF1 JMJD6 KAT5 KAT6A KAT7 KATNBL1 KCNQ1OT1 KDM2B KDM4A KDM5A KDM5D KDM7A KIAA0319L KIF20B KIF2A KIF2B KIT KLF6 KLHL7 KLK6 KLLN KNOP1 KRI1 KRR1 KRT18 L3MBTL1 L3MBTL3 LARP4B LAS1L LDB2 LDOC1 LEO1 LETMD1 LIN28A LIN28B LINC01151 LIPA LLPH LRRC34 LRWD1 LSM6 LYAR MACROD2 MACROH2A1 MAD2L1BP MAFIP MAGED2 MAGI1 MAK16 MALT1 MAP1S MAP3K14 MAPKBP1 MARCHF6-DT MARS1 MBD6 MBIP MCIDAS MCM10 MCM2 MCM3 MCM7 MCRS1 MDFIC MDM2 MDN1 MEAF6 MEAK7 MED1 MED27 METTL1 METTL18 METTL22 METTL5 MIDN MIF4GD MIR1248 MIR3651 MIR6516 MIR664A MIR664B MKI67 MLLT1 MNDA MNX1 MOB2 MORF4L2 MPHOSPH10 MPHOSPH6 MPHOSPH8 MRI1 MRM2 MRO MRPL23 MRPL40 MRPS15 MRPS27 MRPS31 MRPS9 MRTO4 MTDH MTREX MTUS1 MTX2 MUS81 MXI1 MYBBP1A MYC MYCN MYG1 MYO10 MYO1C MYSM1 N4BP1 NAA10 NAA50 NACC2 NANOG NARF NAT10 NBN NCL NEDD1 NEK11 NEK2 NEPRO NF1 NF2 NFIB NFIC NFKBIE NFX1 NGDN NHEJ1 NHP2 NIFK NIN NIP7 NKRF NLE1 NLRP1 NLRP5 NMD3 NOC2L NOC3L NOC4L NOL10 NOL11 NOL12 NOL3 NOL4 NOL6 NOL7 NOL8 NOL9 NOLC1 NOM1 NONO NOP10 NOP14 NOP16 NOP2 NOP53 NOP56 NOP58 NOP9 NOVA1 NOX4 NPM1 NPM2 NPM3 NRDE2 NRIP1 NRXN1 NSA2 NSD2 NSUN2 NSUN5 NSUN5P1 NSUN5P2 NUAK1 NUB1 NUCKS1 NUDT16 NUFIP1 NUP153 NUSAP1 NVL NWD1 OARD1 OASL OLA1 ORC4 ORC6 OSBP OTP OXR1 P3H4 PA2G4 PAF1 PAFAH1B2 PAK1IP1 PAK6 PANK1 PANO1 PARN PARP1 PARP10 PARP2 PARP3 PAX9 PCAT18 PCDH1 PDCD11 PDHA1 PDHA2 PDK3 PELP1 PER2 PES1 PEX14 PHF2 PHF6 PHF8 PHLDA1 PIDD1 PIH1D1 PIK3CB PIM1 PIMREG PIN4 PINX1 PKMYT1 PLCZ1 PLEKHM1 PLK3 PLK4 PLK5 PLRG1 PLSCR1 PML PNKP PNMA1 PNMA2 PNMA3 PNO1 PODXL POLA1 POLGARF POLN POLR1A POLR1B POLR1C POLR1D POLR1E POLR1F POLR1G POLR1H POLR2A POLR2E POLR2F POLR2H POLR2I POLR2K POLR2L POLR3K POMT2 POP1 POP4 POP5 POP7 POU2F3 PPAN PPID PPM1B PPM1D PPM1E PPP1CA PPP1CB PPP1CC PPP1R12A PPP1R26 PRDM1 PRDM5 PRKDC PRKRIP1 PRMT2 PRMT6 PRMT7 PSPC1 PTBP1 PTPN13 PTPN6 PUM3 PWAR5 PWP1 PWP2 PYCARD PYDC2 PYHIN1 PYM1 RABGEF1 RAD17 RAD51 RAE1 RAI14 RAN RARA RARS1 RASL10A RASL11A RBBP5 RBBP6 RBIS RBL2 RBM14 RBM15B RBM19 RBM28 RBM34 RBM4 RBM4B RBM7 RBMX2 RBMY1A1 RBMY1B RBMY1D RBMY1E RBMY1F RBMY1J RBPJ RCC2 RCL1 RCN2 RDM1 RELA RERG RETREG1 REV3L REXO2 REXO4 REXO5 RGCC RGS12 RGS2 RGS22 RIOX1 RIOX2 RNF169 RNF20 RNF213 RNMT RNU105B RNU105C RORA RPAIN RPAP2 RPF1 RPF2 RPL11 RPL12 RPL13 RPL13A RPL18 RPL19 RPL23 RPL23A RPL26 RPL27 RPL3 RPL34 RPL35 RPL36 RPL4 RPL5 RPL7 RPL7A RPL7L1 RPP14 RPP21 RPP25 RPP30 RPP38 RPP40 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15A RPS16 RPS17 RPS19 RPS19BP1 RPS2 RPS23 RPS24 RPS25 RPS27 RPS27A RPS28 RPS3 RPS3A RPS4X RPS5 RPS6 RPS6KA3 RPS6KA6 RPS7 RPS8 RPS9 RREB1 RRN3 RRP1 RRP12 RRP1B RRP36 RRP7A RRP7BP RRP8 RRP9 RRS1 RSAD2 RSL1D1 RSL24D1 RTF1 RUNDC3A-AS1 RUNX3 RXRB S100A13 S100A16 SAMD4A SAP30L SAPCD2 SBDS SCAF11 SCARNA1 SCARNA10 SCARNA11 SCARNA12 SCARNA13 SCARNA14 SCARNA15 SCARNA16 SCARNA17 SCARNA18 SCARNA18B SCARNA2 SCARNA20 SCARNA21 SCARNA21B SCARNA22 SCARNA23 SCARNA3 SCARNA4 SCARNA5 SCARNA6 SCARNA7 SCARNA8 SCARNA9 SCD SCN5A SDAD1 SDCBP2 SDHA SDHAF2 SELENBP1 SENP3 SENP5 SERPINB13 SESN1 SETD7 SETMAR SETX SF3B1 SF3B3 SFR1 SHLD3 SHQ1 SIN3A SIRT1 SIRT2 SIRT6 SIRT7 SIX1 SKP2 SLBP SLC29A2 SLC30A5 SLX9 SMAD7 SMARCA4 SMARCA5 SMARCB1 SMC2 SMG6 SMUG1 SNAI1 SNAPC1 SNAPC3 SNAPC5 SNHG1 SNHG10 SNHG12 SNHG29 SNHG7 SNORA1 SNORA10 SNORA10B SNORA11 SNORA11B SNORA11C SNORA11D SNORA11F SNORA11G SNORA12 SNORA13 SNORA14A SNORA14B SNORA15 SNORA15B-1 SNORA16A SNORA16B SNORA17A SNORA17B SNORA18 SNORA19 SNORA1B SNORA20 SNORA20B SNORA21 SNORA22 SNORA22B SNORA22C SNORA24 SNORA24B SNORA25 SNORA25B SNORA26 SNORA27 SNORA28 SNORA29 SNORA2A SNORA2B SNORA2C SNORA30 SNORA30B SNORA31 SNORA31B SNORA32 SNORA33 SNORA35 SNORA35B SNORA36A SNORA36B SNORA36C SNORA37 SNORA38 SNORA38B SNORA3A SNORA3B SNORA3C SNORA4 SNORA40 SNORA40B SNORA40C SNORA41 SNORA41B SNORA44 SNORA46 SNORA47 SNORA48 SNORA48B SNORA49 SNORA50A SNORA50B SNORA50C SNORA50D SNORA51 SNORA52 SNORA53 SNORA54 SNORA55 SNORA56 SNORA57 SNORA58 SNORA58B SNORA59B SNORA5A SNORA5B SNORA5C SNORA6 SNORA60 SNORA61 SNORA62 SNORA63 SNORA63B SNORA63C SNORA63E SNORA64 SNORA65 SNORA66 SNORA67 SNORA68 SNORA68B SNORA69 SNORA70 SNORA70B SNORA70C SNORA70D SNORA70E SNORA70F SNORA70G SNORA70H SNORA70I SNORA70J SNORA71A SNORA71B SNORA71C SNORA71D SNORA71E SNORA72 SNORA73A SNORA73B SNORA74A SNORA74B SNORA74C-1 SNORA74C-2 SNORA75 SNORA75B SNORA77 SNORA77B SNORA78 SNORA79 SNORA79B SNORA7A SNORA7B SNORA8 SNORA80A SNORA80B SNORA80C SNORA80D SNORA80E SNORA84 SNORA9 SNORA9B SNORD10 SNORD100 SNORD101 SNORD102 SNORD104 SNORD105 SNORD105B SNORD107 SNORD108 SNORD109A SNORD11 SNORD110 SNORD111 SNORD111B SNORD112 SNORD113-3 SNORD113-4 SNORD113-5 SNORD113-6 SNORD113-7 SNORD113-8 SNORD113-9 SNORD114-1 SNORD114-10 SNORD114-11 SNORD114-12 SNORD114-13 SNORD114-14 SNORD114-15 SNORD114-16 SNORD114-17 SNORD114-18 SNORD114-19 SNORD114-2 SNORD114-20 SNORD114-21 SNORD114-22 SNORD114-23 SNORD114-24 SNORD114-25 SNORD114-26 SNORD114-27 SNORD114-28 SNORD114-29 SNORD114-3 SNORD114-30 SNORD114-31 SNORD114-4 SNORD114-5 SNORD114-6 SNORD114-7 SNORD114-9 SNORD115-1 SNORD115-10 SNORD115-11 SNORD115-13 SNORD115-14 SNORD115-15 SNORD115-16 SNORD115-17 SNORD115-2 SNORD115-20 SNORD115-21 SNORD115-22 SNORD115-23 SNORD115-24 SNORD115-25 SNORD115-26 SNORD115-27 SNORD115-28 SNORD115-3 SNORD115-30 SNORD115-31 SNORD115-32 SNORD115-33 SNORD115-34 SNORD115-35 SNORD115-37 SNORD115-38 SNORD115-39 SNORD115-4 SNORD115-40 SNORD115-41 SNORD115-42 SNORD115-44 SNORD115-45 SNORD115-46 SNORD115-48 SNORD115-5 SNORD115-6 SNORD115-7 SNORD115-8 SNORD115-9 SNORD116-1 SNORD116-10 SNORD116-11 SNORD116-12 SNORD116-13 SNORD116-14 SNORD116-15 SNORD116-16 SNORD116-18 SNORD116-19 SNORD116-2 SNORD116-20 SNORD116-21 SNORD116-22 SNORD116-23 SNORD116-24 SNORD116-25 SNORD116-26 SNORD116-27 SNORD116-29 SNORD116-3 SNORD116-30 SNORD116-4 SNORD116-5 SNORD116-6 SNORD116-8 SNORD117 SNORD11B SNORD12 SNORD121A SNORD121B SNORD123 SNORD124 SNORD125 SNORD126 SNORD127 SNORD12B SNORD12C SNORD13 SNORD138 SNORD13D SNORD13E SNORD14A SNORD14B SNORD14C SNORD14D SNORD15A SNORD15B SNORD16 SNORD17 SNORD18A SNORD18B SNORD18C SNORD19 SNORD19B SNORD1A SNORD1B SNORD1C SNORD2 SNORD20 SNORD21 SNORD22 SNORD23 SNORD24 SNORD26 SNORD27 SNORD28 SNORD28B SNORD30 SNORD31B SNORD32A SNORD32B SNORD33 SNORD34 SNORD35A SNORD35B SNORD36A SNORD36B SNORD36C SNORD37 SNORD38A SNORD38B SNORD38C SNORD38D SNORD3A SNORD3B-1 SNORD3C SNORD3D SNORD3E SNORD3G SNORD3H SNORD3J SNORD41 SNORD42B SNORD43 SNORD45A SNORD45B SNORD45C SNORD46 SNORD48 SNORD49A SNORD49B SNORD4A SNORD4B SNORD5 SNORD50B SNORD51 SNORD52 SNORD53 SNORD53B SNORD54 SNORD55 SNORD56 SNORD56B SNORD57 SNORD58A SNORD58B SNORD58C SNORD59A SNORD6 SNORD60 SNORD61 SNORD62A SNORD63 SNORD63B SNORD64 SNORD65 SNORD65B SNORD65C SNORD66 SNORD67 SNORD68 SNORD69 SNORD7 SNORD70 SNORD70B SNORD71 SNORD72 SNORD73A SNORD73B SNORD74B SNORD77B SNORD8 SNORD81 SNORD82 SNORD83A SNORD83B SNORD84 SNORD86 SNORD87 SNORD88A SNORD88B SNORD88C SNORD89 SNORD9 SNORD90 SNORD91A SNORD91B SNORD92 SNORD93 SNORD94 SNORD95 SNORD97 SNORD98 SNORD99 SNRNP35 SNRPB2 SNU13 SNX15 SP140 SPATA2 SPATA24 SPATS2L SPC24 SPECC1 SPG11 SPIN1 SPRN SPTBN1 SPTY2D1 SRP19 SRP54 SRP68 SRPK2 SRSF5 SRSF9 SSRP1 STAG2 STAG3 STAT1 STAU2 STK24 STK35 STN1 STON2 STOX1 SUB1 SUMO1 SURF2 SURF6 SUV39H1 SUZ12 SYNE1 TAF1 TAF13 TAF15 TAF1A TAF1B TAF1C TAF1D TAF4B TAF5 TAOK2 TAX1BP3 TBCA TBL3 TBP TCEA1 TCIM TCOF1 TDP2 TENT4A TENT4B TERF1 TERT TEX10 TFIP11 TGS1 THAP1 THAP2 THUMPD3 TIMM13 TIMM44 TMA16 TMEM179B TMUB1 TNP2 TOE1 TOP1 TOP2A TOP2B TP53 TP53TG5 TRA2A TRAF4 TRAF7 TRAIP TRERF1 TRIM27 TRIM41 TRIM68 TRMT10A TSEN15 TSEN2 TSEN34 TSEN54 TSG101 TSPYL1 TSPYL2 TSR1 TTC3 TTF1 TULP3 TUT1 TUT4 TWIST2 TXK TXN2 TXNRD1 UBD UBE2T UBLCP1 UBTF UBXN8 UCHL5 UPF3A UPF3B URB1 URB2 USO1 USP17L24 USP36 UTP11 UTP14A UTP14C UTP15 UTP18 UTP20 UTP23 UTP25 UTP3 UTP4 UTP6 VCX VCX3A VCX3B VHL VMP1 VPS51 VRK1 WASHC2A WASHC2C WDFY1 WDFY3 WDR12 WDR18 WDR3 WDR33 WDR36 WDR43 WDR46 WDR55 WDR74 WDR75 WDR82 WEE1 WRN WT1 XNDC1N XPC XPO1 XPO6 XRCC1 XRCC5 XRCC6 XRN2 YPEL2 YPEL3 YPEL4 YY1AP1 ZBED6 ZBTB11 ZBTB14 ZBTB33 ZC3H14 ZCCHC17 ZCCHC4 ZCCHC7 ZCCHC8 ZCCHC9 ZEB2 ZFC3H1 ZFP69B ZFP91 ZFX ZFY ZMAT3 ZMYND8 ZNF106 ZNF146 ZNF16 ZNF174 ZNF175 ZNF202 ZNF207 ZNF274 ZNF300 ZNF330 ZNF346 ZNF354A ZNF385A ZNF397 ZNF415 ZNF501 ZNF506 ZNF554 ZNF593 ZNF622 ZNF641 ZNF655 ZNF692 ZNF771 ZNRF2 ZPR1 ZZZ3 GOCC_NUCLEOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_NUCLEOSOME ACTB ACTL6A ACTR6 BRD8 CENPA DMAP1 EP400 EPC1 EPC2 GLYR1 H1-0 H1-1 H1-10 H1-2 H1-3 H1-4 H1-5 H1-6 H1-8 H1-9P H2AB1 H2AB2 H2AB3 H2AC1 H2AC11 H2AC12 H2AC13 H2AC15 H2AC16 H2AC17 H2AC18 H2AC19 H2AC20 H2AC21 H2AC25 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AL3 H2AX H2AZ1 H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC18 H2BC19P H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H2BK1 H2BN1 H2BW1 H2BW2 H3-3A H3-3B H3-4 H3-5 H3-7 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H3Y1 H3Y2 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C7 H4C8 H4C9 HP1BP3 ING3 IRF4 KAT5 KAT6A KAT6B KDM1B MACROH2A1 MACROH2A2 MBTD1 MEAF6 MORF4L1 MORF4L2 MPHOSPH8 MRGBP PRM1 PRM2 PRM3 RUVBL1 RUVBL2 SHPRH SLF1 SPHK2 SRCAP TGM2 TNP1 TNP2 TRRAP VPS72 YEATS4 ZNHIT1 GOCC_NUCLEOTIDE_ACTIVATED_PROTEIN_KINASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_NUCLEOTIDE_ACTIVATED_PROTEIN_KINASE_COMPLEX NUAK1 NUAK2 PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 PRKAR1A PRKAR2A TSSK1B TSSK2 TSSK3 TSSK6 GOCC_NUCLEOTIDE_EXCISION_REPAIR_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_NUCLEOTIDE_EXCISION_REPAIR_COMPLEX CETN2 ERCC1 ERCC3 ERCC4 ERCC5 ERCC8 POLD1 RAD23B XPA XPC XRCC1 GOCC_NURD_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_NURD_COMPLEX CDK2AP1 CDK2AP2 CHD3 CHD4 CHD5 GATAD2A GATAD2B HDAC1 HDAC2 MBD2 MBD3 MTA1 MTA2 MTA3 RBBP4 RBBP7 GOCC_NURF_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_NURF_COMPLEX BPTF C17orf49 HMGXB4 RBBP4 RBBP7 SMARCA1 SMARCA5 GOCC_N_TERMINAL_PROTEIN_ACETYLTRANSFERASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_N_TERMINAL_PROTEIN_ACETYLTRANSFERASE_COMPLEX NAA10 NAA11 NAA15 NAA16 NAA20 NAA25 NAA30 NAA35 NAA38 NAA50 GOCC_OLIGOSACCHARYLTRANSFERASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_OLIGOSACCHARYLTRANSFERASE_COMPLEX DAD1 DDOST KRTCAP2 MAGT1 MLEC OST4 OSTC RPN1 RPN2 STT3A STT3B TMEM258 TREX1 TUSC3 GOCC_OMEGASOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_OMEGASOME ATG14 EMC6 TRIM5 ULK1 ZFYVE1 GOCC_ORGANELLAR_RIBOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ORGANELLAR_RIBOSOME AURKAIP1 CHCHD1 DAP3 GADD45GIP1 MPV17L2 MRPL1 MRPL10 MRPL11 MRPL12 MRPL13 MRPL14 MRPL15 MRPL16 MRPL17 MRPL18 MRPL19 MRPL2 MRPL20 MRPL21 MRPL22 MRPL23 MRPL24 MRPL27 MRPL28 MRPL3 MRPL30 MRPL32 MRPL33 MRPL34 MRPL35 MRPL36 MRPL37 MRPL38 MRPL39 MRPL4 MRPL40 MRPL41 MRPL42 MRPL43 MRPL44 MRPL45 MRPL46 MRPL47 MRPL48 MRPL49 MRPL50 MRPL51 MRPL52 MRPL53 MRPL54 MRPL55 MRPL57 MRPL58 MRPL9 MRPS10 MRPS11 MRPS12 MRPS14 MRPS15 MRPS16 MRPS17 MRPS18A MRPS18B MRPS18C MRPS2 MRPS21 MRPS22 MRPS23 MRPS24 MRPS25 MRPS26 MRPS27 MRPS28 MRPS30 MRPS31 MRPS33 MRPS34 MRPS35 MRPS5 MRPS6 MRPS7 MRPS9 MTERF4 MTG1 MTG2 NDUFA7 NSUN3 NSUN4 PTCD3 GOCC_ORGANELLE_ENVELOPE_LUMEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ORGANELLE_ENVELOPE_LUMEN AGK AIFM1 AK2 ALOX5 ALPL APP ARL2 ARL2BP BCHE BLOC1S1 CACYBP CCAR1 CDC25C CEP89 CHCHD10 CHCHD2 CHCHD4 CHCHD5 CHCHD7 CIAPIN1 CLPB CMC4 COA4 COA6 COA7 COX17 COX19 CPOX CYCS DIABLO FBXL4 FGR FKBP10 GATM GFER GOLPH3 HAX1 HSD3B1 HSD3B2 HTRA2 IGF2R IMMT MICU1 MICU2 MIX23 MYOC NBR1 NDUFA8 NDUFB7 NDUFS1 NDUFS5 NLN NME4 OPA1 PANK2 PARK7 PINK1 PLAAT1 PNPT1 PPOX PRELID1 PRELID2 PRELID3A PRELID3B PTGES REXO2 RNASET2 SDHAF3 SIRT5 SOD1 SORL1 STAR STMP1 STOML2 SUOX THEM4 THOP1 TIMM10 TIMM10B TIMM13 TIMM23 TIMM29 TIMM8A TIMM8B TIMM9 TRAP1 TRIAP1 TUBB UQCC2 GOCC_ORGANELLE_INNER_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ORGANELLE_INNER_MEMBRANE ABCB10 ABCB7 ABCB8 ACAD11 ACAD9 ACADVL ADCK1 AFG3L2 AGK AIFM1 AIFM3 ALAS1 ALAS2 ALDH18A1 AMBP APOO APOOL AQP8 ARL6IP6 ATAD3A ATAD3B ATP11B ATP1B4 ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5F1EP2 ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5MGL ATP5MJ ATP5MK ATP5PB ATP5PD ATP5PF ATP5PO ATPSCKMT AURKAIP1 BCL2L1 BCS1L BDH1 BOK C15orf48 CABS1 CBX3 CCDC51 CDS2 CHCHD1 CHCHD10 CHCHD3 CHCHD6 CHDH CIBAR1 CKMT1A CKMT1B CKMT2 CLPX CLU CNP COA1 COA3 COA8 COQ10A COQ10B COQ2 COQ3 COQ4 COQ5 COQ6 COQ7 COQ9 COX10 COX11 COX15 COX16 COX18 COX20 COX4I1 COX4I2 COX5A COX5B COX6A1 COX6A2 COX6B1 COX6B2 COX6C COX7A1 COX7A2 COX7A2L COX7A2P2 COX7B COX7B2 COX7C COX8A COX8C CPS1 CPT2 CRAT CRLS1 CYC1 CYCS CYP11A1 CYP11B1 CYP11B2 CYP1A1 CYP24A1 CYP27A1 CYP2E1 CYP2U1 DAP3 DELE1 DHFR2 DHODH DMAC1 DMAC2L DNAJC11 DNAJC15 DNAJC19 DNAJC30 DPY19L1 DPY19L2 DPY19L2P2 DPY19L3 DPY19L4 DUSP18 DUSP21 ECSIT EFHD1 EMD ENDOG ERAL1 ERN1 ETFDH EXOG FAM169A FAM209A FAM209B FDXR FECH FGR FLVCR1 FOXRED1 FPGS GADD45GIP1 GATM GCAT GHITM GHRHR GPD2 GRPEL1 GRPEL2 GUF1 HADHA HADHB HCCS HIGD1A HIGD2A HSD3B1 HSD3B2 HSP90B2P HSPA9 HSPD1 IFFO1 IFI27 IFI6 IMMP1L IMMP2L IMMT ITPR1 KCNH1 L2HGDH LBR LDHB LDHD LEMD2 LEMD3 LETM1 LETM2 LETMD1 LGALS3 LMNB1 LRPPRC LRRK2 LYN MAIP1 MAJIN MATR3 MCU MCUB MCUR1 MFSD10 MGARP MICOS10 MICOS13 MICU1 MICU2 MICU3 MPC1 MPC1L MPC2 MPV17 MPV17L2 MRPL1 MRPL10 MRPL11 MRPL12 MRPL13 MRPL14 MRPL15 MRPL16 MRPL17 MRPL18 MRPL19 MRPL2 MRPL20 MRPL21 MRPL22 MRPL23 MRPL24 MRPL27 MRPL28 MRPL3 MRPL30 MRPL32 MRPL33 MRPL34 MRPL35 MRPL36 MRPL37 MRPL38 MRPL39 MRPL4 MRPL40 MRPL41 MRPL42 MRPL43 MRPL44 MRPL45 MRPL46 MRPL47 MRPL48 MRPL49 MRPL50 MRPL51 MRPL52 MRPL53 MRPL54 MRPL55 MRPL57 MRPL58 MRPL9 MRPS10 MRPS11 MRPS12 MRPS14 MRPS15 MRPS16 MRPS17 MRPS18A MRPS18B MRPS18C MRPS2 MRPS21 MRPS22 MRPS23 MRPS24 MRPS25 MRPS26 MRPS27 MRPS28 MRPS30 MRPS31 MRPS33 MRPS34 MRPS35 MRPS36 MRPS5 MRPS6 MRPS7 MRPS9 MRS2 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MTCO2P12 MTFP1 MTG1 MTG2 MTHFD2L MTLN MTX1 MTX2 MTX3 MYOC NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA3 NDUFA4 NDUFA4L2 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF6 NDUFB1 NDUFB10 NDUFB11 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFC2-KCTD14 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 NEMP1 NEMP2 NEU4 NME4 NNT NOA1 NPAP1 NRM NUTF2 OMA1 OPA1 OTC OXA1L PAM16 PARL PDE2A PET100 PGAM5 PGS1 PHB1 PHB2 PINK1 PISD PLA2G4A PLA2G4B PLPP6 PLSCR3 PMPCA PMPCB PPOX PRODH PRODH2 PSEN1 PSEN2 PTCD3 PTGS2 PTPMT1 PTPN1 RAB5IF RCC1L RDH13 RNF13 ROMO1 RPS3 RSAD2 SAMM50 SCO1 SCO2 SDHA SDHB SDHC SDHD SFXN1 SFXN2 SFXN4 SFXN5 SHMT2 SIGMAR1 SIRT1 SIRT4 SLC22A14 SLC25A1 SLC25A10 SLC25A11 SLC25A12 SLC25A13 SLC25A14 SLC25A15 SLC25A16 SLC25A18 SLC25A19 SLC25A2 SLC25A20 SLC25A21 SLC25A22 SLC25A23 SLC25A24 SLC25A25 SLC25A26 SLC25A27 SLC25A28 SLC25A29 SLC25A3 SLC25A30 SLC25A31 SLC25A32 SLC25A33 SLC25A34 SLC25A35 SLC25A36 SLC25A37 SLC25A38 SLC25A39 SLC25A4 SLC25A40 SLC25A41 SLC25A42 SLC25A43 SLC25A45 SLC25A47 SLC25A48 SLC25A5 SLC25A51 SLC25A52 SLC25A53 SLC25A6 SLC27A1 SLC30A2 SLC41A3 SLC8B1 SLC9B2 SMAD1 SMAD3 SMDT1 SMIM20 SPAG4 SPG7 SPHK2 SPNS1 SQOR SRC STMP1 STOML2 SUN1 SUN2 SUN3 SUN5 SURF1 TAFAZZIN TAMM41 TDH TERB1 TERB2 THEM4 TIMM10 TIMM10B TIMM13 TIMM17A TIMM17B TIMM21 TIMM22 TIMM23 TIMM23B TIMM29 TIMM44 TIMM50 TIMM8A TIMM8B TIMM9 TIMMDC1 TM7SF2 TMEM11 TMEM120A TMEM120B TMEM126A TMEM126B TMEM14C TMEM160 TMEM177 TMEM186 TMEM201 TMEM223 TMEM242 TMEM43 TMEM65 TMEM70 TMX4 TOMM40 TOR1AIP1 TRA2B TRAP1 TRMT10B TTC19 TYMS UCP1 UCP2 UCP3 UNC50 UQCC1 UQCC2 UQCC3 UQCC4 UQCC5 UQCC6 UQCR10 UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRFS1P1 UQCRH UQCRHL UQCRQ WDR93 YME1L1 ZMPSTE24 GOCC_ORGANELLE_MEMBRANE_CONTACT_SITE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ORGANELLE_MEMBRANE_CONTACT_SITE ACSL4 AHCYL1 APOO APOOL ATG14 ATG16L1 ATG2A ATG5 BCAP31 BCL2L10 BLTP1 BLTP2 C2CD2L CANX CHCHD3 CHCHD6 CLCC1 ESYT2 ESYT3 FATE1 GRAMD1A GRAMD1B GRAMD1C GRAMD2A IMMT MBOAT7 MICOS10 MICOS13 MOSPD2 OSBPL1A OSBPL5 PDZD8 PIK3R4 RAB32 RAB38 RMDN3 SACM1L SARAF SERAC1 STARD3 STARD3NL STIMATE STX17 TMCC1 TMEM41B TMX2 TOMM20 TOMM40 VPS13A ZFYVE1 GOCC_ORGANELLE_SUBCOMPARTMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ORGANELLE_SUBCOMPARTMENT A3GALT2 AADAC ABCA1 ABCB6 ABCB9 ABCC12 ABCC6 ABCD1 ABCD4 ABCG1 ABHD12 ABHD12B ABHD4 ABO ACER1 ACER3 ACP3 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 ADGRG6 ADPGK AFTPH AGMO AGPAT1 AGPAT2 AGPAT3 AGPAT4 AGPAT5 AGTRAP AHCYL1 AKAP6 AKAP9 ALDH3A2 ALG1 ALG10 ALG11 ALG12 ALG13 ALG14 ALG2 ALG3 ALG5 ALG6 ALG8 ALG9 ALOX5AP AMFR ANKLE2 ANKRD13C ANKS4B ANO5 ANTXR2 ANXA7 AP1B1 AP1G1 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 AP4B1 AP4E1 AP4M1 AP4S1 APH1A APH1B APOB APOL2 APOO APP AQP11 AQP8 ARAP1 ARCN1 AREG ARFGEF1 ARFGEF2 ARFIP1 ARFIP2 ARFRP1 ARHGAP32 ARL1 ARL5A ARL5B ARL5C ARL6IP1 ARL6IP5 ARMC10 ARSL ART1 ARV1 ASAP1 ASAP2 ASPH ATF6 ATF6B ATG101 ATG13 ATG14 ATG2A ATG2B ATG9A ATG9B ATL1 ATL2 ATL3 ATP10A ATP10B ATP10D ATP11A ATP11C ATP13A1 ATP13A4 ATP2A1 ATP2A2 ATP2A3 ATP2C1 ATP2C2 ATP6AP1 ATP6AP2 ATP7A ATP7B ATP8A1 ATP8B1 ATP8B2 ATP8B3 ATP8B4 ATP9A ATP9B ATXN2 ATXN3 AUP1 AWAT1 AWAT2 AZIN2 B2M B3GALNT2 B3GALT6 B3GAT1 B3GLCT B4GALNT3 B4GALNT4 B4GALT1 B4GALT2 B4GALT3 B4GALT5 B4GALT6 B4GALT7 BACE1 BACE2 BAIAP3 BAX BCAP29 BCAP31 BCL2 BECN1 BET1 BFAR BICD1 BIRC6 BLTP1 BLTP2 BNIP1 BOK BPNT2 BSCL2 BSG C17orf75 C2CD2L C4orf3 C8orf17 CA4 CABP7 CALHM1 CALN1 CALR CALR3 CALU CAMK2B CAMK2D CAMK2G CAMLG CANT1 CANX CARD19 CASP4 CASQ1 CASQ2 CAV1 CBY1 CCDC186 CCDC47 CCDC91 CD1D CD4 CD59 CD74 CDC14C CDC42 CDH1 CDIPT CDK1 CDKAL1 CDS1 CDS2 CEPT1 CERS1 CERS2 CERS3 CERS4 CERS5 CERS6 CERT1 CFTR CH25H CHAC1 CHERP CHID1 CHODL CHPF CHPF2 CHPT1 CHRM3 CHST1 CHST2 CHST3 CHST4 CHST5 CHST6 CHST7 CHSY1 CHSY3 CIDEB CISD2 CKAP4 CLASP2 CLBA1 CLCC1 CLCN4 CLGN CLIP3 CLN3 CLN6 CLN8 CLPTM1L CLSTN1 CLSTN2 CLSTN3 CLTA CLTB CLTC CLTCL1 CLVS1 CLVS2 CNIH1 CNIH2 CNIH3 CNIH4 CNST COG1 COG2 COG3 COG4 COG5 COG6 COG7 COG8 COPA COPB1 COPB2 COPE COPG1 COPG2 COPZ1 COPZ2 CORO7 CPT1C CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CRYZL2P-SEC16B CSGALNACT1 CSGALNACT2 CSPG5 CTAGE1 CTAGE15 CTAGE4 CTAGE6 CTAGE8 CTAGE9 CTDNEP1 CYB561D2 CYB5A CYB5R1 CYB5R2 CYB5R3 CYB5R4 CYB5RL CYBA CYBB CYBC1 CYP17A1 CYP19A1 CYP1A1 CYP1A2 CYP1B1 CYP21A2 CYP26A1 CYP26B1 CYP26C1 CYP2A13 CYP2A6 CYP2A7 CYP2B6 CYP2C18 CYP2C19 CYP2C8 CYP2C9 CYP2D6 CYP2E1 CYP2F1 CYP2J2 CYP2R1 CYP2S1 CYP2U1 CYP2W1 CYP39A1 CYP3A4 CYP3A43 CYP3A5 CYP3A7 CYP46A1 CYP4A11 CYP4A22 CYP4B1 CYP4F11 CYP4F12 CYP4F2 CYP4F22 CYP4F3 CYP4F8 CYP4V2 CYP4X1 CYP4Z1 CYP51A1 CYP7A1 CYP7B1 CYP8B1 DAD1 DCSTAMP DDN DDOST DDRGK1 DEGS1 DEGS2 DENND5A DERL1 DERL2 DERL3 DGAT1 DGAT2 DGAT2L6 DHCR24 DHCR7 DHDDS DHH DHRS3 DHRS4 DHRS7 DHRS7B DHRS7C DHRS9 DIO1 DIPK1A DIPK1B DIPK1C DISP3 DLG1 DMPK DNAAF6 DNAJA1 DNAJB12 DNAJB14 DNAJB2 DNAJB9 DNAJC1 DNAJC14 DNAJC16 DNAJC18 DNAJC25 DNM1L DNMBP DOLK DOLPP1 DOP1A DOP1B DPAGT1 DPM1 DPM2 DPM3 DPY30 DRD1 DSE DST DTNBP1 DUOXA1 DUOXA2 EBP EBPL ECPAS EDA EDEM1 EGFR EI24 EIF2AK3 EIF5A EIF5A2 EIF5AL1 EIPR1 ELAPOR1 ELOVL1 ELOVL2 ELOVL3 ELOVL4 ELOVL5 ELOVL6 ELOVL7 EMC1 EMC10 EMC2 EMC3 EMC4 EMC6 EMC7 EMC8 EMC9 EMD ENTPD2 EPHX1 EPM2AIP1 ERAP1 ERAP2 ERG28 ERGIC1 ERGIC2 ERGIC3 ERLIN1 ERLIN2 ERMARD ERMP1 ERN1 ERN2 ERO1A ERO1B ERP44 ESYT1 ESYT2 ESYT3 EVA1A EXT1 EXT2 EXTL1 EXTL2 EXTL3 FA2H FAAH FADS1 FADS2 FADS2B FADS3 FAF1 FAF2 FAM8A1 FAM91A1 FATE1 FAXDC2 FDFT1 FICD FITM1 FITM2 FKBP1A FKBP1B FKBP1C FKBP2 FKBP8 FLNA FLRT1 FLRT2 FLRT3 FLVCR2 FMN1 FMN2 FMO1 FMO2 FMO3 FMO4 FMO5 FOLR1 FREY1 FTCD FURIN FUT1 FUT10 FUT11 FUT2 FUT3 FUT4 FUT5 FUT6 FUT7 FUT8 FUT9 FXYD3 FZD6 FZD9 G6PC1 G6PC2 G6PC3 GABARAPL2 GABBR1 GAL3ST2 GAL3ST3 GAL3ST4 GALNT1 GALNT2 GALNT3 GBA1 GBA2 GBF1 GCC1 GCC2 GCNT1 GDPD1 GDPD3 GET1 GET3 GGA1 GGA2 GGA3 GGCX GGTA1 GIMAP1 GJA1 GJB1 GJC1 GNAI3 GOLGA1 GOLGA2 GOLGA3 GOLGA4 GOLGA5 GOLGA6A GOLGA6B GOLGA6C GOLGA6D GOLGA7 GOLGA8A GOLGA8B GOLGA8CP GOLGA8DP GOLGA8G GOLGA8H GOLGA8IP GOLGA8J GOLGA8K GOLGA8M GOLGA8N GOLGA8O GOLGA8Q GOLGA8R GOLGA8S GOLGA8T GOLGB1 GOLIM4 GOLPH3 GOLPH3L GOLT1A GORASP2 GOSR1 GOSR2 GPAA1 GPAT3 GPAT4 GPER1 GPR108 GPR37 GPR89A GPR89B GPSM1 GRAMD1A GRAMD1B GRAMD1C GRAMD2A GRAMD4 GRIA1 GRIA2 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIP1 GRM6 GRN GSAP GSG1 GUCY2C GUCY2D HACD1 HACD2 HACD3 HACD4 HACE1 HAS2 HERPUD1 HHAT HHATL HID1 HLA-A HLA-B HLA-C HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G HLA-H HM13 HMGCLL1 HMGCR HMOX1 HMOX2 HOOK2 HPD HPN HRAS HRC HSD11B1 HSD11B2 HSD17B12 HSD17B2 HSD17B3 HSD17B7 HSD3B1 HSD3B2 HSD3B7 HSP90B1 HSPA5 HTR7 HTRA2 ICMT IER3IP1 IFI27 IFI6 IFNGR2 IGF2R IHH IKBIP IL15RA ILDR2 ILVBL INPP5E INPP5K INSIG1 INSIG2 IRAG1 IRAG2 IRGM ITPR1 ITPR2 ITPR3 IZUMO1 JAGN1 JKAMP JPH1 JPH2 JPH3 JPH4 JSRP1 KCNA2 KCNK2 KDELR1 KDELR2 KDELR3 KDSR KIF13A KLHL14 KLHL20 KLHL41 KPNA2 KPNB1 KRAS KRTCAP2 KSR1 KTN1 LBR LCLAT1 LCTL LDAF1 LGR5 LGR6 LLGL1 LMAN1 LMAN1L LMAN2 LMAN2L LMBR1L LMBRD1 LMF1 LMF2 LNPK LPCAT1 LPCAT2 LPCAT3 LPCAT4 LPGAT1 LPIN1 LPIN2 LPIN3 LRAT LRBA LRIT1 LRIT3 LRRC59 LRRC8B LRRC8C LRRC8D LRRC8E LRRK2 LSS LTC4S LYPLA2 LYSET M6PR MACO1 MAGT1 MAN1B1 MAN2A1 MAP3K5 MAPK8IP1 MARCHF1 MARCHF2 MARCHF4 MARCHF5 MARCHF6 MARCHF8 MARCHF9 MBLAC2 MBOAT1 MBOAT2 MBOAT4 MBOAT7 MBTPS1 MCFD2 MCTP1 MEST METTL7B MFSD2A MGAT2 MGAT4A MGAT4B MGAT4D MGLL MGST1 MGST2 MGST3 MIA2 MIA3 MICALL1 MINAR2 MLANA MLEC MME MMGT1 MMP23B MMP24 MMP27 MOB4 MOGAT1 MOGAT2 MOGAT3 MOGS MOSPD1 MOSPD2 MOXD1 MPDU1 MR1 MRAP MRAP2 MRLN MS4A6A MS4A6E MS4A7 MSMO1 MTDH MTOR MX1 MYMX MYO18A MYO1B MYORG MYRF MYRFL NAGPA NAT8 NAT8B NAT8L NBAS NBEA NCEH1 NCLN NCSTN NDRG4 NDST1 NECAB3 NEU4 NFE2L1 NMNAT2 NOMO1 NOMO2 NOMO3 NOS1AP NOTCH1 NOTCH2 NOTCH3 NOTCH4 NOX4 NOX5 NPLOC4 NR3C2 NRAS NRROS NSDHL NSF NSFL1C NSG1 NSG2 NUP210 NUS1 OCA2 OCRL OPTN ORMDL1 ORMDL2 ORMDL3 OS9 OSBP OSBPL3 OSBPL5 OSBPL6 OSBPL7 OSBPL8 OST4 OSTC OTOF OTULINL P4HTM PAFAH2 PANX1 PAPPA-AS1 PARP16 PARP6 PARP8 PCSK1 PCSK1N PCSK4 PCSK5 PCSK7 PCYT1A PCYT1B PCYT2 PDCD6 PDGFRA PDIA3 PDIA5 PDIA6 PDZD8 PEDS1 PEMT PEX16 PGAP1 PGAP2 PGAP3 PGRMC1 PHAF1 PHETA1 PHETA2 PHTF1 PI4K2A PI4K2B PI4KB PICK1 PIEZO1 PIFO PIGA PIGB PIGC PIGF PIGG PIGH PIGK PIGL PIGM PIGN PIGO PIGP PIGQ PIGS PIGT PIGU PIGV PIGW PIGX PIGY PIGZ PIK3C2A PIK3R1 PIP4K2B PITPNB PITPNM1 PJA2 PKD2 PKMYT1 PLA2G2A PLA2G4A PLA2G4C PLAAT3 PLAUR PLCD4 PLD1 PLD2 PLD3 PLD4 PLEKHA3 PLEKHA8 PLEKHJ1 PLK3 PLN PLOD1 PLOD2 PLOD3 PLP2 PLPP2 PLPP3 PLPP6 PLPP7 PMEL PML PNLDC1 PNPLA2 PNPLA3 PNPLA6 PNPLA7 PNPLA8 PNPT1 POFUT2 POM121 POM121C POMGNT2 POMK POMT1 POMT2 PON1 PON3 POR PORCN POSTN PPM1L PPP1R15A PREB PREPL PRKD1 PROS1 PSEN1 PSEN2 PSENEN PSKH1 PTCHD3 PTDSS1 PTDSS2 PTGDS PTGES PTGFRN PTGIS PTGS1 PTGS2 PTPN1 PTPN5 PYURF RAB10 RAB11A RAB11FIP3 RAB13 RAB14 RAB18 RAB1B RAB21 RAB27B RAB29 RAB2A RAB2B RAB30 RAB31 RAB32 RAB34 RAB38 RAB3GAP1 RAB3GAP2 RAB43 RAB5IF RAB6A RAB7B RAB8A RAB9A RABEPK RAC1 RAC2 RAC3 RASGRF2 RASGRP1 RASIP1 RB1CC1 RBFOX1 RCE1 RDH10 RDH11 RDH12 RDH14 RDH16 RDH5 REEP1 REEP2 REEP3 REEP4 REEP5 REEP6 RELCH RETREG1 RETREG2 RETREG3 RETSAT RFT1 RGP1 RGS20 RHBDD1 RHBDD2 RHBDF1 RHBDF2 RHEB RHOA RHOBTB3 RHOC RHOG RIC1 RIC3 RINT1 RNF103 RNF121 RNF125 RNF13 RNF133 RNF139 RNF145 RNF170 RNF175 RNF180 RNF183 RNF185 RNF186 RNF19B RNF26 RNF41 RNF43 RNF5 RNFT1 RP9 RPE65 RPL27 RPN1 RPN2 RPS26 RPS27A RPS28 RPS29 RRBP1 RSAD2 RTCB RTN1 RTN2 RTN3 RTN4 RYR1 RYR2 RYR3 SACM1L SAMD8 SAR1B SARAF SBF1 SC5D SCAMP1 SCAMP2 SCAMP3 SCAMP4 SCAMP5 SCAP SCARA3 SCARB2 SCD SCD5 SCFD1 SCOC SDCBP SDR16C5 SEC11A SEC11B SEC11C SEC13 SEC16A SEC16B SEC22A SEC22B SEC22C SEC23A SEC23B SEC24A SEC24B SEC24C SEC24D SEC31A SEC31B SEC61A1 SEC61A2 SEC61B SEC61G SEC62 SEC63 SEL1L SEL1L2 SELENOI SELENOK SELENON SELENOS SELENOT SERINC1 SERP1 SERP2 SEZ6L SEZ6L2 SFTA3 SFTPA1 SFTPA2 SFTPB SFTPC SFTPD SGK1 SGMS1 SGPL1 SGPP1 SGPP2 SHH SHISA2 SHISA3 SHISA5 SIGMAR1 SIK2 SLC10A7 SLC16A11 SLC17A3 SLC18A1 SLC24A5 SLC26A9 SLC27A2 SLC27A4 SLC27A5 SLC28A3 SLC2A4 SLC30A5 SLC30A6 SLC30A7 SLC33A1 SLC35A2 SLC35B1 SLC35B4 SLC35D1 SLC35D3 SLC35G1 SLC36A2 SLC37A1 SLC37A2 SLC37A3 SLC37A4 SLC39A1 SLC39A13 SLC39A7 SLC39A9 SLC43A1 SLC51A SLC66A2 SLC8A3 SLC9A6 SLC9A7 SLC9A8 SLCO1B3-SLCO1B7 SLN SMIM14 SMPD3 SMPD4 SNAP25 SNX9 SOAT1 SOAT2 SORL1 SORT1 SPAST SPCS1 SPCS2 SPCS3 SPINK5 SPPL2A SPPL2B SPPL2C SPPL3 SPTLC1 SPTLC2 SPTLC3 SPTSSA SPTSSB SQLE SRD5A1 SRD5A2 SRD5A3 SREBF1 SREBF2 SRI SRL SRP9 SRPRA SRPRB SRXN1 SSR1 SSR2 SSR3 SSR4 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST6GAL1 ST6GAL2 STARD3 STARD3NL STBD1 STIM1 STIM2 STIMATE STING1 STRIT1 STS STT3A STT3B STX10 STX16 STX17 STX18 STX4 STX5 STX6 STX8 SUCO SULF1 SULF2 SURF4 SVIP SYNE2 SYS1 SYT11 SYT17 SYVN1 TAP1 TAP2 TAPBP TAPBPL TAS2R16 TBC1D20 TBC1D23 TBL2 TBXAS1 TECR TEPSIN TESPA1 TEX2 TEX264 TGFA TGFBI TGOLN2 THADA TJAP1 TKT TLCD3B TLR3 TLR7 TLR8 TLR9 TM4SF20 TM6SF2 TM7SF2 TMBIM4 TMBIM6 TMC6 TMC8 TMCC1 TMCC2 TMCC3 TMCO1 TMED1 TMED10 TMED2 TMED3 TMED4 TMED5 TMED6 TMED7 TMED9 TMEM106C TMEM109 TMEM115 TMEM119 TMEM129 TMEM132A TMEM147 TMEM14A TMEM151A TMEM165 TMEM170A TMEM174 TMEM178A TMEM199 TMEM203 TMEM208 TMEM214 TMEM230 TMEM238L TMEM258 TMEM259 TMEM260 TMEM33 TMEM35A TMEM38A TMEM38B TMEM39A TMEM39B TMEM41B TMEM43 TMEM50B TMEM59 TMEM67 TMEM68 TMEM79 TMEM86A TMEM86B TMEM87A TMEM97 TMEM98 TMPRSS3 TMTC2 TMX1 TMX2 TMX3 TOM1L1 TOR1A TOR1AIP2 TPTE2 TRAF2 TRAM1 TRAM1L1 TRAPPC4 TRAPPC6A TRAPPC6B TRAPPC9 TRDN TREX1 TRIM13 TRIM59 TRIQK TRPM1 TRPM8 TSPO2 TTYH1 TUNAR TUSC3 TXNDC11 TYRO3 UBA1 UBA5 UBA52 UBAC2 UBB UBC UBE2J1 UBE2J2 UBIAD1 UBQLN4 UBXN1 UBXN4 UBXN7 UBXN8 UCHL1 UFD1 UFL1 UGT1A1 UGT1A10 UGT1A3 UGT1A4 UGT1A5 UGT1A6 UGT1A7 UGT1A8 UGT1A9 UGT2A1 UGT2A2 UGT2B10 UGT2B11 UGT2B15 UGT2B17 UGT2B28 UGT2B4 UGT2B7 UGT3A1 UGT3A2 ULK1 UNC93B1 UPK3A USE1 USO1 USP17L2 USP19 USP6NL UXS1 VAMP2 VAMP3 VAMP4 VAMP7 VAPA VAPB VCP VCPIP1 VKORC1 VKORC1L1 VMA21 VMP1 VPS13A VPS13C VPS51 VPS52 VPS53 VPS54 VRK1 VRK2 VTI1A VTI1B WASL WDR11 WDR81 WDR83OS WFS1 WIPI1 WLS XBP1 XK XXYLT1 XYLT1 YIF1A YIF1B YIPF1 YIPF2 YIPF4 YIPF5 YIPF6 YIPF7 ZC3H12A ZDHHC1 ZDHHC11 ZDHHC12 ZDHHC14 ZDHHC16 ZDHHC2 ZDHHC20 ZDHHC22 ZDHHC4 ZDHHC6 ZDHHC9 ZFAND2B ZFYVE1 ZFYVE27 ZMPSTE24 ZNRF4 ZW10 GOCC_ORIGIN_RECOGNITION_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ORIGIN_RECOGNITION_COMPLEX LRWD1 MCM2 ORC1 ORC2 ORC3 ORC4 ORC5 ORC6 REPIN1 GOCC_OTHER_ORGANISM_PART https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_OTHER_ORGANISM_PART C4B C9 CFH GBP1 GBP5 GOCC_OUTER_DENSE_FIBER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_OUTER_DENSE_FIBER AK1 FLACC1 ODF1 ODF3 RSPH1 GOCC_OUTER_DYNEIN_ARM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_OUTER_DYNEIN_ARM CCDC103 CFAP70 DNAH17 DNAH5 DNAH8 DNAH9 DNAI1 DNAI2 DNAL1 NME8 ODAD1 GOCC_OUTER_KINETOCHORE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_OUTER_KINETOCHORE BOD1 BUB1 BUB1B CCNB1 CENPF DSN1 KNL1 MIS12 NDC80 NSL1 NUF2 PLK1 PMF1 SKA1 SKA2 SKA3 SPC24 SPC25 SPDL1 ZWINT GOCC_OUTER_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_OUTER_MEMBRANE ABCB6 ACACB ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 AGK AGPAT4 AGPAT5 AIFM2 AKAP1 AMBRA1 ANKH APOO APOOL ARMC1 ARMC10 ARMC12 ARMCX1 ARMCX2 ARMCX3 ARMCX6 ASS1 ATAD1 ATF2 ATP5MC2 ATP5MC3 BAD BAK1 BAX BCL2 BCL2A1 BCL2L1 BCL2L10 BCL2L11 BCL2L2 BECN1 BID BMF BNIP1 BNIP3 BNIP3L BOK BPHL BRI3BP C11orf65 CASP8 CHCHD3 CHCHD6 CISD1 CISD2 CLMN CNP CNR1 COASY COX14 CPT1A CPT1B CPT1C CPTP CYB5A CYB5B CYB5R3 CYP27B1 DAO DHCR7 DMPK DNAJC11 DNM1L EMD ENO1 EPHA4 EXD2 FAM210B FATE1 FIS1 FOXO3 FUNDC1 FUNDC2 GDAP1 GHRHR GK GK2 GPAM GPAT2 GUCY2D GUCY2F HADHB HAX1 HINT2 HK1 HK2 HMOX1 HSPA9 IFI27 IMMT ITPR3 ITPRIP KASH5 KMO KRAS LETMD1 LPIN1 LRPPRC LRRK2 LTC4S MAOA MAOB MARCHF5 MAVS MCL1 MFF MFN1 MFN2 MGARP MGST1 MGST3 MICOS10 MICOS13 MIEF1 MIEF2 MIGA1 MIGA2 MISFA MLXIP MOAP1 MSTO1 MT3 MTARC1 MTARC2 MTCH1 MTCH2 MTERF3 MTOR MTX1 MTX2 MTX3 MUL1 MYO19 MYOC NAV3 NEU4 NIPSNAP2 NLRX1 NUTF2 OPA1 PDE2A PGAM5 PGR PGRMC1 PHB2 PI4KB PIGBOS1 PINK1 PLA2G2A PLD6 PLEC PMAIP1 PPP1CC PPP1R15A PPP2R2B PRKN PSEN1 PTGS2 PTRH2 QTRT1 QTRT2 RAB11FIP5 RAB32 RAC2 RAF1 RETSAT RHOD RHOT1 RHOT2 RMDN3 RNF185 RPS27A RPS6KB1 RSAD2 RTN4IP1 SAMM50 SARM1 SEPTIN4 SFXN2 SH3GLB1 SIGMAR1 SLC11A2 SLC22A3 SLC24A1 SLC25A46 SLC25A47 SLC29A3 SLC44A1 SLC44A2 SLC8A3 SMPD4 SNN SOX10 SPART SPATA18 SPATA19 SPIRE1 STARD7 STING1 STMP1 SYNE1 SYNE2 SYNE3 SYNE4 SYNJ2BP TAFAZZIN THG1L TIGAR TMEM109 TMEM53 TOMM20 TOMM20L TOMM22 TOMM34 TOMM40 TOMM40L TOMM5 TOMM6 TOMM7 TOMM70 TRAF3IP3 TRAPPC2B TRIM14 TSPO TUFM UBA52 UBB UBC UFL1 UGT2B28 ULK1 USP30 VAMP1 VAT1 VDAC1 VDAC2 VDAC3 VPS13A VPS13C WASF1 ZNFX1 GOCC_OUTER_MITOCHONDRIAL_MEMBRANE_PROTEIN_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_OUTER_MITOCHONDRIAL_MEMBRANE_PROTEIN_COMPLEX APOO APOOL CHCHD3 CHCHD6 DNAJC11 HSPA9 IMMT MFN1 MICOS10 MICOS13 MTX1 MTX2 MTX3 SAMM50 TOMM20 TOMM20L TOMM22 TOMM40 TOMM40L TOMM5 TOMM6 TOMM7 TOMM70 GOCC_OXIDOREDUCTASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_OXIDOREDUCTASE_COMPLEX BCKDHA BCKDHB BCKDK BCS1L CAT CBR4 CYB5B CYB5R3 CYBA CYBB CYC1 DBT DLAT DLD DLST DUOX1 DUOX2 ETFA ETFB FOXRED1 GCSH GLDC GMPR GMPR2 GPD1 GPD1L GPD2 HSD17B8 IDH3A IDH3B IDH3G LDHA LDHAL6B LDHB LDHC MRPS36 MT-CO1 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MTARC1 NCF1 NCF1B NCF1C NCF2 NCF4 NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA3 NDUFA4 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFAF1 NDUFB1 NDUFB10 NDUFB11 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFC2-KCTD14 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 NOX1 NOX3 NOX4 NOX5 NOXA1 NOXO1 OGDH OGDHL P4HA1 P4HB PDHA1 PDHA2 PDHB PDHX PDK1 PDK2 RAC1 RAC2 RAC3 RRM1 RRM2 RRM2B SDHA SDHB SDHC SDHD UQCR10 UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRFS1P1 UQCRH UQCRHL UQCRQ WDR93 GOCC_OXOGLUTARATE_DEHYDROGENASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_OXOGLUTARATE_DEHYDROGENASE_COMPLEX DLD DLST MRPS36 OGDH OGDHL GOCC_PALMITOYLTRANSFERASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PALMITOYLTRANSFERASE_COMPLEX GOLGA7 GOLGA7B ORMDL1 ORMDL2 ORMDL3 SPTLC1 SPTLC2 SPTLC3 SPTSSA SPTSSB ZDHHC9 GOCC_PAM_COMPLEX_TIM23_ASSOCIATED_IMPORT_MOTOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PAM_COMPLEX_TIM23_ASSOCIATED_IMPORT_MOTOR DNAJC15 DNAJC19 GRPEL1 GRPEL2 PAM16 GOCC_PARALLEL_FIBER_TO_PURKINJE_CELL_SYNAPSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PARALLEL_FIBER_TO_PURKINJE_CELL_SYNAPSE ATP2B2 ATP2B3 CALB2 CBLN1 CNTN6 GPM6A GRIA3 GRID2 GRID2IP KCNJ3 KCNJ9 P2RX6 PPP3R1 SCN8A SLC16A7 SLC6A9 SPTBN2 STXBP1 UNC13C GOCC_PARANODAL_JUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PARANODAL_JUNCTION CNTNAP1 CNTNAP2 JAM3 KCNA2 MARVELD2 NFASC SIRT2 SPTBN2 GOCC_PARANODE_REGION_OF_AXON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PARANODE_REGION_OF_AXON CLDN5 CNTNAP1 CNTNAP2 EPB41L3 ERMN GJC2 KCNA1 MAG NCMAP SCN2A SIRT2 SPTBN4 GOCC_PARASPECKLES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PARASPECKLES BCL6 CPSF6 HNRNPM NEAT1 NONO NUDT21 PSPC1 SFPQ GOCC_PAR_POLARITY_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PAR_POLARITY_COMPLEX PARD3 PARD6A PARD6B PARD6G PRKCI PRKCZ GOCC_PCG_PROTEIN_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PCG_PROTEIN_COMPLEX AEBP2 ASXL1 ASXL2 ASXL3 BAP1 BMI1 CBX2 CBX4 CBX6 CBX7 CBX8 EED EPOP EZH1 EZH2 HDAC2 JARID2 KDM2B PCGF1 PCGF2 PCGF3 PCGF5 PCGF6 PHC1 PHC2 PHC3 RBBP4 RBBP7 RING1 RNF2 RYBP SCML2 SKP1 SUZ12 UBAP2L YY1 YY2 ZFP42 GOCC_PEPTIDASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PEPTIDASE_COMPLEX ADRM1 AFG3L2 ATXN7 ATXN7L3 CAPN1 CAPN2 CAPNS1 CAPNS2 CASP2 CASP9 CFH COLEC10 COLEC11 CRADD ECPAS ENY2 F3 F7 FAP FCN1 FCN2 FCN3 GPAA1 HSPB1 HTRA2 KAT2A KAT2B MBL2 PAAF1 PIDD1 PIGK PIGS PIGT PIGU PLAU PLAUR PRICKLE1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RAD23A RAD23B SEC11A SEC11B SEC11C SF3B3 SF3B5 SGF29 SPCS1 SPCS2 SPCS3 SPG7 SUPT20H SUPT20HL1 SUPT20HL2 SUPT3H SUPT7L TADA1 TADA2A TADA2B TADA3 TAF10 TAF12 TAF5L TAF6 TAF6L TAF9 THBD TRRAP TXNL1 UBE3A UBE3C UBQLN1 UBR1 UCHL5 USP14 USP22 VCP ZFAND2A GOCC_PEPTIDASE_INHIBITOR_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PEPTIDASE_INHIBITOR_COMPLEX CARD16 CASP1 CSTA CTSB KLK8 PLAT PLAU SERPINA5 SERPINB6 SERPINE1 VTN GOCC_PERICENTRIC_HETEROCHROMATIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PERICENTRIC_HETEROCHROMATIN ATRX BAZ1A BAZ1B CBX1 CBX3 CBX5 CENPA CENPB CENPC CHRAC1 DNMT1 ESCO2 EZH2 FLYWCH1 HELLS IKZF1 INCENP KDM4A KDM4C KDM4D KMT5C LRWD1 MACROH2A1 NCAPD3 POLE3 SIRT6 SMARCA5 SNAI1 UHRF2 ZNF618 GOCC_PERICENTRIOLAR_MATERIAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PERICENTRIOLAR_MATERIAL BBS4 BBS9 CDK5RAP2 CEP152 CEP192 CEP85 CEP85L DYNC2I1 DYRK3 HOOK3 LCK NEDD1 NEK1 NIN PCM1 RABL2B TCP1 TNKS TNKS2 TUBE1 TUBG1 TUBG2 GOCC_PERICHROMATIN_FIBRILS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PERICHROMATIN_FIBRILS CPSF6 DHX9 NUFIP1 TARDBP TRIM24 GOCC_PERICILIARY_MEMBRANE_COMPARTMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PERICILIARY_MEMBRANE_COMPARTMENT ADGRV1 KIF17 KIFAP3 RP2 USH2A WHRN GOCC_PERIKARYON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PERIKARYON ADAM11 ADCYAP1 AMIGO1 APP ASS1 ASTN1 ASTN2 ATOH7 ATP7A AZIN2 BGLAP BRD1 C9orf72 CACNA1C CACNA1F CCR2 CDK5 CDK5R1 CHRNA10 CIB1 CLCN2 CNGA3 CNR2 CNTNAP2 CPLX1 CPLX2 CPNE5 CPNE6 CRHBP CRMP1 CRYAB CTNND2 DBNL DDN DHX36 DIP2B DLG2 DMWD DRD2 DRP2 EFNA2 ELAVL4 ENO2 EPHA4 FCHSD1 FLNA FMR1 FYN FZD5 G3BP1 GAP43 GHRH GIGYF2 GJC2 GLRA1 GLRA3 GRIK2 GRIK3 GRIP1 HDAC6 HPCA HTR5A ITGA1 ITGA8 KCNA1 KCNA2 KCNB1 KCNB2 KCNC2 KCNC3 KCND2 KCNE3 KCNH1 KCNK1 KIF5A KLHL24 KNDC1 LRIT3 LRRK2 LYPD6 MAP1B MAP2K4 MCRS1 MYO1D NCDN NDN NEURL1 NEUROG1 NGB NGFR NPFF NPPA NSMF NTSR1 OLFM1 OPN4 OPRK1 OPRM1 PALS1 PCSK1 PCSK2 PDE9A PENK PI4K2A PPP1CA PRPH PTPRN PTPRS RACK1 RCVRN RGS7BP RGS8 RNF112 ROGDI RTN4R RTN4RL1 RTN4RL2 RUFY3 SCN1B SEMA4F SEPTIN14 SEPTIN4 SERPINI1 SHTN1 SIRT2 SLC12A5 SLC17A8 SLC1A1 SLC2A3 SLC4A10 SLC5A7 SLC8A2 SLC8A3 SMN1 SMN2 SORCS2 SYAP1 SYNPO SYT11 TH TIAM2 TMEM100 TMEM266 TOP1 TRPM2 TTLL7 UCN WDFY3 ZPR1 GOCC_PERINEURONAL_NET https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PERINEURONAL_NET ACAN BCAN HAPLN1 HAPLN2 HAPLN3 HAPLN4 NCAN PTPRZ1 TNR VCAN GOCC_PERINUCLEAR_ENDOPLASMIC_RETICULUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PERINUCLEAR_ENDOPLASMIC_RETICULUM ADAM10 BCAP31 CAPN2 CISD2 CLU CYBB DGAT2 FYN MOGAT2 MOGAT3 NOX4 OSBP OSBP2 OSBPL1A OSBPL2 OSBPL3 OSBPL6 OSBPL7 PIK3R1 SYT6 TRIM13 GOCC_PERINUCLEAR_REGION_OF_CYTOPLASM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PERINUCLEAR_REGION_OF_CYTOPLASM AANAT AATK ABCA1 ABCD1 ABL1 ACHE ACSL3 ACTL9 ACTN4 ADAM10 ADCY10 ADGRB1 AFTPH AGGF1 AIF1 AIFM1 AKAP4 AKAP6 ALDH1A2 ALG2 ALOX12B ALOX5 AMBRA1 AMFR ANGEL1 ANKRD13A ANKRD13B ANKRD13C ANKRD13D ANP32A ANP32C ANXA4 ANXA6 AP1G1 APBA1 APBA3 APC APC2 APEX1 APLP1 APOD APP AQP11 AQP2 ARF3 ARF5 ARFGEF1 ARFGEF2 ARHGAP1 ARHGAP10 ASGR2 ASIC3 ASPSCR1 ATN1 ATP2C2 ATP6V0A1 ATP6V0A2 ATP7A ATP7B ATP9A ATP9B ATRAID ATXN10 ATXN2 AURKA AVPR2 AXIN1 AZIN2 BAG5 BANK1 BCAP31 BCL10 BCL3 BDNF BICD1 BNIP2 BPTF BRI3 BRSK2 BSPRY BTK BUB1B BUD23 C9orf24 CA4 CABP1 CABP2 CABP7 CALCOCO2 CALN1 CALR CAPN2 CAPN6 CASC3 CAV1 CAV2 CBL CCAR1 CCDC38 CCDC78 CCIN CCNF CCNG1 CCNT2 CCR2 CD34 CDC25C CDH1 CDH13 CDK19 CDK2AP1 CDK5R1 CDK5RAP2 CDK7 CDKL5 CDKN1A CDKN3 CENPF CEP250 CEP43 CERKL CERT1 CHERP CHGA CHI3L1 CHODL CIB1 CIDEB CISD2 CKAP4 CLDN19 CLIC1 CLIC4 CLINT1 CLN5 CLU CMYA5 CNP CNTRL COBL COPS3 COPS5 COPS6 COPS8 CORO1B CPEB4 CRBN CSF1 CSNK1D CTIF CTLA4 CTNNB1 CTSB CUL7 CX3CL1 CX3CR1 CYB5R4 CYBB CYFIP1 CYFIP2 CYLC1 CYLC2 CYLD DAB1 DAB2 DAOA DCTN3 DCUN1D3 DDX4 DEF6 DEPDC5 DGAT2 DICER1 DISC1 DLG1 DMTN DNAJA1 DNAJB6 DNM1L DNM3 DOCK6 DOK1 DYNC1I1 ECE1 EGFR EHD1 EHD2 EHD3 EHD4 EIF2AK2 EIF2AK3 EIF3G EIF4A2 EIF4E EIF4H EML1 EMP2 ENPP3 EPG5 EPHA5 EPN3 ERBB2 EXOC1 EXOC3 EXOC6 EXOC8 EZR FAF1 FAM168B FASLG FAT1 FBXL5 FBXW7 FBXW8 FIGNL1 FKBP4 FLNA FLOT2 FLRT1 FMN2 FMR1 FOXR1 FSD2 FXR1 FYN FZD5 FZD9 GAD2 GAK GALNT1 GALNT2 GALNT3 GALNT4 GALNT6 GAPDH GBP2 GBP3 GBP4 GBP5 GDPD1 GDPD3 GDPD5 GGPS1 GGT2P GJB2 GLB1 GNB2 GOLGA1 GPER1 GSDMA GTPBP4 HCN4 HCRT HDAC6 HEATR5B HECTD3 HEPH HERC5 HFE HHATL HIF1AN HIP1R HMGB2 HMGCLL1 HMOX1 HRAS HRNR HSF1 HSP90AA1 HSP90AA2P HSP90AA4P HSP90AB1 HSP90AB2P HSP90AB3P HSP90AB4P HSP90B1 HSPA1A HSPA1B HSPA8 HTT HYAL2 IFITM3 IGF2BP1 IGF2R INF2 INHBA INHBB INPP5K INSL3 IRAG1 ITGA2 ITGA3 ITGB1 ITGB1BP1 ITM2C ITPR1 JCAD KAT5 KCNA5 KCNB1 KCNH2 KCNS1 KCNS2 KIF1A KIF20B KIF5A KIF5B KIRREL1 KLHL20 KLHL7 KRT18 LAMB1 LAMC2 LAMP1 LAMP3 LAPTM5 LCE1D LCP1 LDB3 LGMN LIMK2 LIMS1 LMTK2 LNPEP LPXN LRAT LRPPRC LYN M6PR MAD2L1 MAEL MAGEE1 MAGI2 MAL2 MALT1 MAP1B MAP1S MAP2K2 MAP3K4 MAP6 MAP7 MAPK8IP1 MAPK8IP3 MCM3 MEIS2 MEX3D MGAT1 MIR18A MIR19B1 MIR214 MIR223 MLC1 MLF1 MLPH MMD2 MOB2 MOB4 MOBP MOGAT2 MOGAT3 MOSPD1 MRFAP1 MS4A3 MSN MT3 MTDH MTMR14 MTMR2 MTMR6 MTMR9 MTPN MVP MX1 MYO16 MYO1B MYO6 MYO9B MYRIP NANOS1 NANOS2 NANOS3 NCS1 NDFIP1 NDFIP2 NDOR1 NDRG1 NDRG2 NEDD4 NELL1 NEURL1 NF2 NFATC1 NHERF1 NHLRC1 NLRC3 NME2 NMRAL1 NOCT NOS1 NOS1AP NOS2 NOX4 NPC1 NTRK2 NUPR1 NXT2 OAS2 OBSL1 OLFM4 OPN1SW OPTN OSBP OSBP2 OSBPL1A OSBPL2 OSBPL3 OSBPL6 OSBPL7 P2RX4 PACSIN1 PAFAH1B1 PAK2 PARK7 PATJ PCLAF PCSK1 PCSK9 PDCL3 PDE2A PDE4A PDE4B PDE4C PDE4D PDE9A PDLIM4 PER2 PHEX PI4KB PICALM PICK1 PIK3CA PIK3R1 PIKFYVE PINK1 PKHD1 PKN2 PKN3 PKP4 PLA2G2A PLAAT3 PLCG2 PLCZ1 PLD1 PLEC PLEKHF1 PLEKHG5 PLN PLSCR1 PLVAP PPIB PPM1F PPP1R13B PPP1R16B PRDX5 PRDX6 PREX1 PRKACA PRKAR2B PRKCA PRKCD PRKCE PRKCG PRKCZ PRKD1 PRKN PRKRA PROCR PRR7 PSEN1 PSEN2 PSMF1 PSTPIP1 PTCH1 PTGDS PTGES PTGES2 PTK2 PTK2B PTOV1 PTPN22 PTPRM PTPRR PUM2 RAB10 RAB14 RAB15 RAB1B RAB29 RAB34 RAB38 RAB3A RAB3B RAB3C RAB3IP RAB40B RAB40C RAB4A RAB4B RAB8B RAC3 RACK1 RAD51 RAD51C RANBP2 RANGAP1 RANGRF RAP1A RAP1GAP2 RAPGEF2 RARA RASA2 RASD1 RASEF RASGRP3 RASIP1 RBM4 RD3 RELT REP15 RHBDD2 RHPN2 RNF128 RNF207 RNF41 RPS6 RPS6KB1 RTRAF S100A13 S100A14 S100A16 S100A4 S100A6 S100B SBF1 SBF2 SCEL SCN5A SEC16A SEC23A SEC23B SEC31A SELE SELENOM SEPTIN12 SEPTIN14 SEPTIN9 SERBP1 SERHL2 SERINC3 SERINC5 SERPINF1 SET SEZ6 SH3GL2 SH3RF1 SHTN1 SIPA1 SIRT2 SLC11A2 SLC17A3 SLC1A3 SLC2A10 SLC2A12 SLC2A4 SLC30A7 SLC34A1 SLC39A12 SLC39A13 SLC39A9 SLC5A1 SLC5A3 SLC8A3 SLC9A1 SLIRP SLK SNAP25 SNAP47 SNAPIN SNCA SNCG SNF8 SNX5 SORBS2 SORT1 SPAG9 SPAST SPATA32 SPINK5 SPIRE1 SPP1 SPRR3 SRC SRCAP SRD5A1 SRFBP1 ST8SIA2 STAT1 STBD1 STC2 STH STING1 STK16 STK26 STK33 STMN2 STOM STX10 STX16 STX4 STX6 STX7 STX8 STXBP1 SYAP1 SYNC SYNE1 SYNJ1 SYNJ2 SYNRG SYP SYT4 SYT5 SYT6 TAF10 TAF8 TAMALIN TAOK1 TARBP2 TENM1 TESK1 TF TFRC TGFA TGM2 TH THBS3 TLK2 TLR4 TMEM100 TMEM134 TMEM184A TMEM192 TNFRSF1B TNFSF12 TNFSF13B TNK2 TNKS2 TOLLIP TP53BP2 TPD52 TPD52L1 TPPP TPPP3 TRAF4 TRAF6 TRAIP TRAK1 TRAPPC12 TRAPPC2 TRAPPC2B TRAPPC2L TRARG1 TRIM13 TRIM37 TRIM68 TRIP10 TRMT112 TRPC4AP TRPC7 TSC1 TSC2 TSNAX TSNAXIP1 TSPAN1 TSTD1 TTBK1 TWF1 TWF2 TYR UBE2I UBQLN1 UBQLN4 UBR5 UGT1A1 UGT2B28 UNC45A UNC45B UPF1 UPF2 USO1 USP2 USP20 USP29 USP33 VAMP2 VAMP3 VAMP5 VAMP8 VAPA VCP VPS33A VPS33B VPS35 VPS4A VPS50 VPS52 VPS53 VPS54 VTI1A VTI1B WBP2NL WDR44 WRNIP1 WWC1 XKR8 XRCC3 YBX3 YTHDC2 YWHAB ZDHHC19 ZDHHC20 ZFTRAF1 ZFYVE1 ZNF35 ZNF675 ZPR1 GOCC_PERINUCLEAR_THECA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PERINUCLEAR_THECA ACTL9 CCIN CYLC1 CYLC2 WBP2NL GOCC_PERINUCLEOLAR_COMPARTMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PERINUCLEOLAR_COMPARTMENT CELF1 EPPK1 PDCL3 SORL1 ZDHHC19 GOCC_PHAGOCYTIC_CUP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PHAGOCYTIC_CUP ABCA7 ADGRB1 AIF1 ANXA1 ARHGAP12 ARHGAP25 BIN2 CDC42SE2 CLEC4E CORO1A DNM2 IRGM LCP1 MCOLN1 MEGF10 MYO1G PEAR1 PIP5K1C RAB11FIP2 RAB31 RACK1 SH3BP1 SNX5 SYT11 TICAM2 TLR4 TNF TRIP10 GOCC_PHAGOCYTIC_VESICLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PHAGOCYTIC_VESICLE ABCA1 ACTG1 ADAM8 AMBRA1 ANXA11 ANXA3 APPL1 APPL2 ATG12 ATG14 ATG5 ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP7A B2M BECN1 CALR CD36 CDC42 CDC42EP2 CDC42EP4 CLCN3 CLEC4E CORO1A CTSS CYBA CYBB DMBT1 DNM2 ELANE FLNB FMNL1 GNLY GSN HGS HLA-A HLA-B HLA-C HLA-E HLA-F HLA-G HLA-H HVCN1 INPP5B IRGM ITGAV ITGB5 KIF5B LAMP1 LAMP2 LTF MCOLN1 MPEG1 MPO MTOR MYO1C NCF1 NCF2 NCF4 NOD1 NOD2 OCRL PDIA3 PGLYRP1 PIK3C3 PIK3R4 PIKFYVE PIP4P1 PIP4P2 PLA2G5 PLD4 RAB10 RAB11A RAB11B RAB11FIP1 RAB11FIP5 RAB14 RAB20 RAB22A RAB23 RAB31 RAB32 RAB34 RAB38 RAB39A RAB43 RAB5A RAB7A RAB7B RAB8A RAB8B RAB9A RAB9B RAC2 RILP SCIMP SEC22B SLAMF1 SLC11A1 SLC15A2 SLC48A1 SLC9A9 SNAP23 SNX3 SRGAP2 STX12 STX4 STX6 STX8 STXBP1 STXBP3 STXBP4 SYK SYT11 SYT7 TAP1 TAP2 TAPBP TCIRG1 TLR1 TLR2 TLR6 TLR7 TLR9 TRIM14 UNC93B1 UVRAG VAMP3 VAMP7 VAMP8 VIM VPS26B WAS ZDHHC5 ZYX GOCC_PHAGOCYTIC_VESICLE_LUMEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PHAGOCYTIC_VESICLE_LUMEN GNLY HGS LTF MPO PGLYRP1 GOCC_PHAGOCYTIC_VESICLE_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PHAGOCYTIC_VESICLE_MEMBRANE ANXA3 APPL2 ATG12 ATG5 ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP7A B2M CALR CLEC4E CORO1A CYBA CYBB DMBT1 DNM2 HLA-A HLA-B HLA-C HLA-E HLA-F HLA-G HLA-H HVCN1 INPP5B IRGM LAMP1 LAMP2 MCOLN1 OCRL PIK3C3 PIK3R4 PIKFYVE PIP4P1 PIP4P2 RAB10 RAB11B RAB11FIP1 RAB20 RAB22A RAB23 RAB31 RAB32 RAB34 RAB38 RAB39A RAB43 RAB5A RAB7A RAB7B RAB8A RAB8B RAB9A RAB9B RAC2 RILP SEC22B SLC11A1 SLC15A2 SLC48A1 SLC9A9 SNAP23 STX4 SYT7 TAP1 TAP2 TAPBP TCIRG1 TLR1 TLR2 TLR6 VAMP3 VAMP7 VAMP8 GOCC_PHAGOLYSOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PHAGOLYSOSOME ADAM8 LAMP1 NCF1 NCF2 NCF4 PLA2G5 GOCC_PHAGOPHORE_ASSEMBLY_SITE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PHAGOPHORE_ASSEMBLY_SITE ATG101 ATG12 ATG13 ATG14 ATG16L1 ATG16L2 ATG2A ATG2B ATG3 ATG5 ATG7 ATG9A ATG9B BCAS3 BECN1 BECN2 ILRUN NBR1 PHAF1 PIK3C3 RAB1B RAB7A RB1CC1 SNX30 SNX7 SQSTM1 STBD1 STX12 TAX1BP1 ULK1 ULK2 ULK3 VMP1 WDR45 WDR45B WIPI1 WIPI2 ZFYVE1 GOCC_PHAGOPHORE_ASSEMBLY_SITE_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PHAGOPHORE_ASSEMBLY_SITE_MEMBRANE ATG12 ATG13 ATG14 ATG16L1 ATG16L2 ATG2A ATG2B ATG5 ATG9A ATG9B RAB1B RAB7A RB1CC1 STBD1 ULK1 ULK2 ULK3 WDR45 WDR45B WIPI1 WIPI2 GOCC_PHOSPHATASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PHOSPHATASE_COMPLEX AKAP5 CNEP1R1 CTDNEP1 ITPR1 NCK1 NKD1 PDP1 PDPR PPP1CA PPP1CB PPP1CC PPP1R10 PPP1R12A PPP1R15A PPP1R15B PPP1R3A PPP1R3B PPP1R3C PPP1R3D PPP1R3E PPP1R3F PPP1R3G PPP1R9B PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R2A PPP2R2B PPP2R2C PPP2R2D PPP2R3A PPP2R3B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PPP4C PPP4R1 PPP4R2 PPP4R3A PPP4R3B PPP4R3C PPP4R4 PTPA SHOC2 TOX4 WDR82 GOCC_PHOSPHATIDYLINOSITOL_3_KINASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PHOSPHATIDYLINOSITOL_3_KINASE_COMPLEX ATG14 BECN1 BECN2 CISH P3R3URF PIK3C2A PIK3C2B PIK3C2G PIK3C3 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R4 PIK3R5 PIK3R6 SLA2 SOCS1 SOCS2 SOCS3 SOCS4 SOCS5 SOCS6 SOCS7 UVRAG VAC14 GOCC_PHOSPHATIDYLINOSITOL_3_KINASE_COMPLEX_CLASS_I https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PHOSPHATIDYLINOSITOL_3_KINASE_COMPLEX_CLASS_I PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PIK3R6 GOCC_PHOSPHATIDYLINOSITOL_3_KINASE_COMPLEX_CLASS_III https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PHOSPHATIDYLINOSITOL_3_KINASE_COMPLEX_CLASS_III ATG14 BECN1 BECN2 PIK3C3 PIK3R4 UVRAG VAC14 GOCC_PHOSPHOLIPID_TRANSLOCATING_ATPASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PHOSPHOLIPID_TRANSLOCATING_ATPASE_COMPLEX ATP10A ATP10B ATP10D ATP11A ATP11B ATP11C ATP8A1 ATP8A2 ATP8B1 ATP8B2 ATP8B3 ATP8B4 TMEM30A TMEM30B GOCC_PHOSPHORYLASE_KINASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PHOSPHORYLASE_KINASE_COMPLEX PHKA1 PHKA2 PHKB PHKG1 PHKG2 GOCC_PHOTORECEPTOR_CONNECTING_CILIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PHOTORECEPTOR_CONNECTING_CILIUM ARL3 BBS4 CEP290 CETN1 CETN2 CETN3 CFAP410 FAM161A GNAT1 IFT122 IFT140 IFT20 IFT52 IFT57 IQCB1 KIAA1549 KIF17 KIFAP3 LCA5 MAK MYO7A NPHP1 NPHP4 PCDHB13 PCDHB15 RP1 RP1L1 RPGRIP1 RPGRIP1L SEPTIN2 SPATA7 SPTBN5 TBCC TMEM237 TOPORS TSGA10IP TTC8 USH1G USH2A WDR19 WHRN GOCC_PHOTORECEPTOR_DISC_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PHOTORECEPTOR_DISC_MEMBRANE ABCA4 ENSG00000290147 GNAT1 GNB1 GNGT1 GRK1 GRK4 GRK7 GUCA1A GUCA1B GUCA1C GUCY2D GUCY2F OPN1LW OPN1MW OPN1MW2 OPN1MW3 OPN1SW OPN4 PCDHB13 PDE6A PDE6B PDE6G RHO SPTBN5 GOCC_PHOTORECEPTOR_INNER_SEGMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PHOTORECEPTOR_INNER_SEGMENT ADGRV1 AIPL1 ARMS2 ARR3 ASRGL1 ATP1A1 ATP1A3 ATP1B2 BBS4 BSG CCDC66 CDH23 CEP250 CERKL CFAP418 CIB2 CRB1 CROCC DNM1 DRAM2 ENO2 ENSG00000290147 EPB41L5 FAM161A GNAT1 GNAT2 GNAT3 GNGT1 GUCA1A GUCA1B GUK1 HKDC1 IMPG1 INHA KIAA0586 KIF17 KIFAP3 MAGI2 MAK MYO3A MYO3B MYO7A NOS1 OPN1SW PCARE PDC PHLPP2 PIP4K2A PPEF2 PRPH2 RCVRN RD3 RDH11 RDH12 REEP6 RHO RP1 RS1 SAG SHANK2 SLC24A2 SLC2A1 SNAP25 STX3 TULP1 USH1C USH1G USH2A USP45 WHRN ZBED4 GOCC_PHOTORECEPTOR_OUTER_SEGMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PHOTORECEPTOR_OUTER_SEGMENT ABCA4 ARR3 ATP1A4 BBS4 BBS7 BSG CACNA1F CCDC66 CDHR1 CEP250 CERKL CFAP410 CIB2 CNGA1 CNGB1 CNGB3 CRB1 DHRS3 ENSG00000290147 EYS GNA11 GNAQ GNAT1 GNAT2 GNAT3 GNB1 GNGT1 GRK1 GRK4 GRK7 GUCA1A GUCA1B GUCA1C GUCY2D GUCY2F IFT140 IFT20 IMPG1 INHA IQCB1 KIF17 KIFAP3 LYAR MAGI2 MAK MAP1B MERTK MYO7A MYRIP NAPEPLD NXNL1 OCRL OPN1LW OPN1MW OPN1MW2 OPN1MW3 OPN1SW OPN3 OPN4 PCARE PCDH15 PCDHB13 PDC PDE6A PDE6B PDE6G PDE6H PEX6 PHLPP2 PIP4K2A PPEF2 PRCD PROM1 PRPH2 PTGS1 RAB27A RCVRN RD3 RHO ROM1 RP1 RP1L1 RPGR RRH SAG SHANK2 SLC24A4 SPATA7 SPTBN5 STX3 TMEM237 TULP1 USH1C VCAN WDR19 GOCC_PHOTORECEPTOR_OUTER_SEGMENT_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PHOTORECEPTOR_OUTER_SEGMENT_MEMBRANE CDHR1 CNGA1 DHRS3 GNAT1 GNAT2 GUCY2D NAPEPLD PDE6A PDE6B PDE6G PDE6H PHLPP2 PRCD PROM1 RHO ROM1 GOCC_PHOTORECEPTOR_RIBBON_SYNAPSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PHOTORECEPTOR_RIBBON_SYNAPSE ATP2B1 CACNB2 CDH23 CPLX3 CTBP2 DAG1 DNM1 EGFLAM HSPA8 PACSIN1 GOCC_PICLN_SM_PROTEIN_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PICLN_SM_PROTEIN_COMPLEX CLNS1A SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF GOCC_PIGMENT_GRANULE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PIGMENT_GRANULE ABCB6 AHCY ANKRD27 ANXA11 ANXA2 ANXA2P2 ANXA6 APOE ATP1A1 ATP1B3 ATP6V0A1 ATP6V1B2 ATP6V1G2 ATP7A BACE2 BSG CALU CANX CAPG CCT4 CD63 CLTC CNP CTNS CTSB CTSD DCT DNAJC5 DTNBP1 ERP29 FASN FLOT1 GANAB GCHFR GGH GNA13 GPNMB GPR143 HPS4 HSP90AA1 HSP90AB1 HSP90B1 HSPA5 HSPA8 ITGB1 ITGB3 LAMP1 MFSD12 MLANA MMP14 MREG MYH11 MYO5A MYO7A MYRIP NAP1L1 NCSTN OCA2 P4HB PDCD6IP PDIA3 PDIA4 PDIA6 PMEL PPIB PRDX1 RAB17 RAB1A RAB27A RAB27B RAB29 RAB2A RAB32 RAB35 RAB38 RAB5A RAB5B RAB5C RAB7A RAB9A RAC1 RAN RPN1 SDCBP SEC22B SERPINF1 SGSM2 SLC1A4 SLC1A5 SLC24A5 SLC2A1 SLC3A2 SLC45A2 SND1 STOM STX3 SYNGR1 SYPL1 SYTL1 SYTL2 TFRC TH TMED10 TMEM33 TPCN2 TPP1 TRPV2 TYR TYRP1 YWHAB YWHAE YWHAZ GOCC_PINOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PINOSOME ANKFY1 APPL1 APPL2 CARMIL1 CARMIL2 CLIP1 MMP14 GOCC_PIP_BODY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PIP_BODY DDX4 MAEL PIWIL4 TDRD9 TDRKH GOCC_PI_BODY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PI_BODY ANKRD34A ANKRD34B ANKRD34C ASZ1 DDX4 MOV10L1 PIWIL2 TDRD1 TDRD5 TDRKH GOCC_PLASMA_MEMBRANE_PROTEIN_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PLASMA_MEMBRANE_PROTEIN_COMPLEX ABCA2 ABCB6 ABCB8 ABCC8 ABCC9 ABCD4 ABCG5 ABCG8 ABHD12 ABHD6 ACVR1 ACVR1B ACVR1C ACVR2A ACVR2B ACVRL1 ADAM8 AHNAK AKAP9 ANXA2 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 APBB1IP APC APC2 APH1A APH1B ATP12A ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP1B1 ATP1B2 ATP1B3 ATP1B4 ATP4A ATP4B ATP6V0D1 ATP6V0D2 B2M BIRC2 BMP2 BMPR1A BMPR1B BTBD8 C2CD6 C5 C6 C7 C8A C8B C8G C9 CACHD1 CACNA1A CACNA1B CACNA1C CACNA1D CACNA1E CACNA1F CACNA1G CACNA1H CACNA1I CACNA1S CACNA2D1 CACNA2D2 CACNA2D3 CACNA2D4 CACNB1 CACNB2 CACNB3 CACNB4 CACNG1 CACNG2 CACNG3 CACNG4 CACNG5 CACNG6 CACNG7 CACNG8 CALCR CALCRL CALM1 CALM2 CALM3 CASP10 CASP3 CASP8 CATSPER1 CATSPER2 CATSPER3 CATSPER4 CATSPERB CATSPERD CATSPERE CATSPERG CATSPERZ CAV1 CAV2 CAV3 CBL CD247 CD3D CD3E CD3G CD4 CD40 CD74 CD79A CD79B CD8A CD8B CDH1 CDH10 CDH11 CDH12 CDH13 CDH15 CDH17 CDH18 CDH19 CDH2 CDH20 CDH22 CDH23 CDH24 CDH26 CDH3 CDH4 CDH5 CDH6 CDH7 CDH8 CDH9 CDHR3 CFLAR CHRFAM7A CHRNA1 CHRNA2 CHRNA3 CHRNA4 CHRNA5 CHRNA6 CHRNA7 CHRNA9 CHRNB1 CHRNB2 CHRNB3 CHRNB4 CHRND CHRNE CHUK CLTA CLTB CLTC CNIH2 CNIH3 CNTFR CNTNAP2 COL13A1 CORO1C CPT1C CRB1 CRB2 CRB3 CSF2 CSF2RA CSF2RB CTNNA1 CTNNA2 CTNNB1 CTNND1 CYBA CYBB DAG1 DCHS1 DIABLO DLG1 DLG3 DLG4 DMD DPP10 DPP6 DRD1 DRD2 DUOX1 DUOX2 EFCAB7 EFCAB9 EGFR EMILIN1 EPS15 EPS15L1 EPS8 ERBB2 ERBB3 EVC EVC2 FADD FAF1 FAS FCER1G FCGR3A FKBP1A FLNA FLOT1 FLOT2 FXYD1 FXYD2 FXYD4 FZD8 GABBR1 GABBR2 GFRA1 GJA1 GJA10 GJA3 GJA4 GJA5 GJA8 GJA9 GJB1 GJB2 GJB3 GJB4 GJB5 GJB6 GJB7 GJC1 GJC2 GJC3 GJD2 GJD3 GJD4 GJE1 GLRA3 GLRB GNA11 GNA12 GNA13 GNA14 GNA15 GNAI1 GNAI2 GNAI3 GNAL GNAO1 GNAQ GNAS GNAT1 GNAT2 GNAT3 GNAZ GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG14 GNG2 GNG3 GNG4 GNG5 GNG5B GNG7 GNG8 GNGT1 GNGT2 GP1BA GP1BB GP5 GP9 GPR156 GRB2 GRIA1 GRIA2 GRIA3 GRIA4 GRID2 GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B GRM1 HCN1 HCN2 HCN3 HCN4 HFE HJV HLA-A HLA-B HLA-C HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G HLA-H HMGB1 HSPA2 HSPG2 HTR3A HTR3B HTR3C HTR3D HTR3E HTRA2 IFNL1 IFNLR1 IGF1 IGF1R IKBKB IL10RB IL12RB1 IL13RA1 IL18R1 IL18RAP IL23R IL2RA IL2RB IL6 IL6R IL6ST INHA INSR INSRR IRS1 ITGA1 ITGA10 ITGA11 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA6 ITGA7 ITGA8 ITGA9 ITGAD ITGAE ITGAL ITGAM ITGAV ITGAX ITGB1 ITGB2 ITGB3 ITGB4 ITGB5 ITGB6 ITGB7 ITGB8 ITGBL1 JAK2 JUP KCNA1 KCNA10 KCNA2 KCNA3 KCNA4 KCNA5 KCNA6 KCNA7 KCNAB1 KCNAB2 KCNAB3 KCNB1 KCNB2 KCNC1 KCNC2 KCNC3 KCNC4 KCND1 KCND2 KCND3 KCNE1 KCNE2 KCNE5 KCNF1 KCNG1 KCNG2 KCNG3 KCNG4 KCNH1 KCNH2 KCNH4 KCNIP1 KCNIP2 KCNIP3 KCNIP4 KCNJ11 KCNJ14 KCNJ16 KCNJ2 KCNJ3 KCNJ4 KCNJ5 KCNJ6 KCNJ8 KCNK1 KCNK2 KCNK6 KCNMA1 KCNMB1 KCNMB2 KCNMB3 KCNMB4 KCNN1 KCNN4 KCNQ1 KCNQ2 KCNQ3 KCNQ4 KCNQ5 KCNS1 KCNS2 KCNS3 KCNV1 KCNV2 KHDRBS1 KRT8 LILRA4 LIME1 LIN7A LIN7B LIN7C LRP1 LRP5 LRP6 LRRC26 LRRC38 LRRC52 LRRC55 LYN MPP7 MR1 MS4A2 NCF1 NCF1B NCF1C NCF2 NCF4 NCSTN NEO1 NHERF1 NOX1 NOX3 NOX4 NOX5 NOXA1 NOXO1 OLFM2 OLFM3 OSMR PDE4B PDE4D PGM5 PICALM PLP1 PORCN PRKCA PSEN1 PSEN2 PSENEN PSG9 PTK2B PTPN6 RAC1 RAC2 RAC3 RAMP1 RAMP2 RAMP3 RET RIPK1 RNF31 RYR1 S100A10 SCN10A SCN11A SCN1A SCN1B SCN2A SCN2B SCN3A SCN3B SCN4A SCN4B SCN5A SCN7A SCN8A SCN9A SDCBP SGCA SGCB SGCD SGCE SGCG SGCZ SGIP1 SHC1 SHISA6 SHISA7 SHISA8 SHISA9 SKAP1 SLC18A3 SLC3A2 SLC5A3 SLC6A3 SLC6A6 SLC7A5 SNTA1 SNTB1 SNTB2 SNTG1 SNTG2 SORBS1 SSPN SSPOP STAC3 STON1 STON2 STXBP5 SYK SYNJ1 TF TFR2 TFRC TGFBR1 TGFBR2 TGFBR3 TLR1 TLR2 TLR6 TMED10 TMEM249 TMEM262 TMIGD2 TNK2 TRAC TRADD TRAF1 TRAF2 TRAF3 TRAF4 TRAF5 TRAF6 TRAJ3 TRAT1 TRAV1-1 TRAV1-2 TRAV10 TRAV12-1 TRAV12-2 TRAV12-3 TRAV13-1 TRAV13-2 TRAV14DV4 TRAV16 TRAV17 TRAV18 TRAV19 TRAV2 TRAV20 TRAV21 TRAV22 TRAV23DV6 TRAV24 TRAV25 TRAV26-1 TRAV26-2 TRAV27 TRAV29DV5 TRAV3 TRAV30 TRAV34 TRAV35 TRAV36DV7 TRAV38-1 TRAV38-2DV8 TRAV39 TRAV4 TRAV40 TRAV41 TRAV5 TRAV6 TRAV7 TRAV8-1 TRAV8-2 TRAV8-3 TRAV8-4 TRAV8-6 TRAV9-1 TRAV9-2 TRBC1 TRBC2 TRBD1 TRBJ1-1 TRBJ1-2 TRBJ1-3 TRBJ1-4 TRBJ1-5 TRBJ1-6 TRBJ2-1 TRBJ2-2 TRBJ2-3 TRBJ2-4 TRBJ2-5 TRBJ2-6 TRBJ2-7 TRBV10-1 TRBV10-2 TRBV10-3 TRBV11-1 TRBV11-2 TRBV11-3 TRBV12-3 TRBV12-4 TRBV12-5 TRBV13 TRBV14 TRBV16 TRBV17 TRBV18 TRBV19 TRBV2 TRBV20-1 TRBV23-1 TRBV24-1 TRBV25-1 TRBV27 TRBV28 TRBV29-1 TRBV3-1 TRBV30 TRBV4-1 TRBV4-2 TRBV5-1 TRBV5-3 TRBV5-4 TRBV5-5 TRBV5-6 TRBV5-7 TRBV6-1 TRBV6-4 TRBV6-5 TRBV6-6 TRBV6-7 TRBV6-8 TRBV7-1 TRBV7-2 TRBV7-3 TRBV7-4 TRBV7-6 TRBV7-7 TRBV7-9 TRBV9 TRDC TRDD1 TRDJ1 TRDV1 TRDV2 TRDV3 TRGC1 TRGC2 TRGV1 TRGV10 TRGV11 TRGV2 TRGV3 TRGV4 TRGV5 TRGV8 TRGV9 TSPAN32 TYK2 UTRN VCAM1 VTN VWC2 VWC2L WNT3A ZAP70 GOCC_PLASMA_MEMBRANE_RAFT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PLASMA_MEMBRANE_RAFT ADCY8 ADCYAP1R1 ADD2 ADRA1A ADRA1B ADTRP AKAP6 ASAH2 ATP1A2 ATP2B4 BMPR1A BMPR2 BVES CAV1 CAV2 CAV3 CAVIN1 CAVIN2 CAVIN3 CAVIN4 CBL CD177 CD320 CD36 CD8A CDH1 CDH13 CDH15 CDH2 CHRNA3 CHRNA7 CHRNB2 CLN3 CORO1C CR1 CTNNA1 CTNNB1 DAG1 DLC1 EFNA5 EHD2 EMP2 EZR F2R FASLG FLOT1 FLOT2 FXYD1 GASK1A HAS2 HCK HDAC6 HTR2A IGF1R INSR IRS1 ITGAM ITGB2 JAK2 KCNA5 KCND2 KCNMA1 KIF18A LCP2 LIPE LRP4 LRP6 LRP8 LRRK2 LYPD4 MAL MAPK1 MAPK3 MLC1 MS4A1 MS4A4A MYO1A MYOF NEU3 NOS1AP NOS3 ORAI1 PACSIN2 PLPP1 PLPP2 PLVAP PRKACA PRKAR1A PRKAR2A PRTN3 PTCH1 PTGIS PTGS2 RANGRF SCARB1 SCN5A SELE SELPLG SKAP1 SLC22A6 SLC2A1 SLC6A3 SMO SMPD2 SORBS1 SPRED1 SRC STIM1 TEX101 TFPI TGFBR2 TREM2 TRPC4 GOCC_PLASMA_MEMBRANE_REGION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PLASMA_MEMBRANE_REGION AAK1 ABCA1 ABCA7 ABCA8 ABCB1 ABCB11 ABCB4 ABCC1 ABCC10 ABCC11 ABCC2 ABCC3 ABCC4 ABCC5 ABCC6 ABCG2 ABCG5 ABCG8 ABHD17A ABHD17B ABHD17C ABHD6 ACE ACE2 ACKR3 ACP4 ACTN2 ACY3 ADAM10 ADAM11 ADAM17 ADAM20 ADAM21 ADAM23 ADAM29 ADAM30 ADAM9 ADCY1 ADCY10 ADCY3 ADCY8 ADCYAP1R1 ADD2 ADGRB3 ADGRE2 ADGRG2 ADGRL1 ADGRV1 ADORA1 ADORA2A ADORA3 ADRA1A ADRA1B ADRA2A ADRB2 ADTRP AGER AHCYL1 AIF1 AIF1L AJAP1 AJM1 AKAP5 AKAP6 AKAP9 AKR1A1 AKT2 ALPK2 AMN AMN1 ANK1 ANK2 ANK3 ANKRD45 ANO1 ANTXR1 ANXA1 ANXA13 ANXA2 AP1G1 AP1S1 AP1S2 AP1S3 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 APBA1 APC APC2 APH1A APP APPL2 AQP1 AQP10 AQP2 AQP3 AQP4 AQP5 AQP6 AQP7 AQP7B AQP7P3 AQP8 AQP9 ARC ARF4 ARF6 ARHGAP45 ARHGEF18 ARHGEF2 ARHGEF4 ARL13A ARL13B ARPC1A ARPC2 ARRB1 ARRB2 ASAH2 ASPM ATAD1 ATAT1 ATF4 ATP12A ATP1A1 ATP1A2 ATP1A3 ATP1B1 ATP1B2 ATP1B3 ATP2B1 ATP2B2 ATP2B3 ATP2B4 ATP2C2 ATP4A ATP4B ATP6AP2 ATP6V0A4 ATP6V0D1 ATP6V0D2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1E1 ATP6V1G1 ATP7A ATP7B ATP8B1 AURKA B4GALT1 BAIAP2 BBIP1 BBS1 BBS2 BBS4 BBS5 BBS7 BBS9 BEST1 BMPR1A BMPR2 BMX BSG BSND BST2 BTBD8 BVES C1QTNF5 C2CD2L C2CD5 C5AR1 C5AR2 CA11 CA12 CA14 CA4 CA9 CACNA1C CACNG2 CACNG3 CACNG4 CACNG5 CACNG7 CACNG8 CADM1 CALHM1 CALHM3 CASK CASR CAV1 CAV2 CAV3 CAVIN1 CAVIN2 CAVIN3 CAVIN4 CBL CBLIF CBLN1 CCDC32 CD177 CD1D CD300LG CD320 CD34 CD36 CD38 CD44 CD81 CD8A CDH1 CDH10 CDH13 CDH15 CDH16 CDH17 CDH2 CDH8 CDH9 CDHR1 CDHR2 CDHR5 CDKL5 CEACAM1 CEACAM20 CEACAM5 CEACAM6 CEACAM7 CEMIP CEP55 CFAP126 CFL1 CFTR CHRM1 CHRM2 CHRM3 CHRM4 CHRM5 CHRNA1 CHRNA10 CHRNA2 CHRNA3 CHRNA4 CHRNA5 CHRNA6 CHRNA7 CHRNA9 CHRNB1 CHRNB2 CHRNB3 CHRNB4 CHRND CHRNE CHRNG CIB1 CLASP2 CLCA2 CLCA4 CLCN3 CLDN1 CLDN19 CLDN3 CLDN4 CLDN5 CLDN6 CLDN7 CLDN8 CLDND1 CLIC5 CLN3 CLRN2 CLSTN1 CLSTN2 CLSTN3 CLTA CLTB CLTC CLTCL1 CLTRN CNGA1 CNGA2 CNGA4 CNGB1 CNIH2 CNIH3 CNKSR2 CNKSR3 CNNM2 CNNM4 CNR1 CNTFR CNTN1 CNTN2 CNTN5 CNTN6 CNTNAP2 CNTNAP4 COL13A1 CORO1C CPLX3 CPO CR1 CRB1 CRB2 CRB3 CRKL CRYAB CSPG4 CSPG5 CTNNA1 CTNNB1 CTSB CTSK CTSL CTTN CUBN CXADR CYBRD1 CYP4A11 CYP4F12 CYP4F2 CYS1 DAB2 DAG1 DAGLA DBN1 DCC DCTN3 DDN DDR2 DENND1A DGKB DGKD DGKI DHRS3 DIAPH1 DLC1 DLG1 DLG2 DLG3 DLG4 DLL1 DMD DMTN DNAJA3 DNAJC6 DNM1 DNM1L DNM2 DNM3 DOCK8 DPEP1 DPP4 DRAM2 DRD1 DRD2 DRD5 DSG1 DSG2 DSP DST DSTYK DTNB DTNBP1 DUOX1 DUOX2 ECRG4 ECT2 EEF1A1 EFCAB7 EFNA5 EFNB2 EFNB3 EGFR EHD1 EHD2 EHD3 EMP2 ENPEP ENPP1 ENPP3 EPB41 EPB41L3 EPB41L5 EPCAM EPHA2 EPHA4 EPHB2 EPN1 EPN3 EPPK1 EPS15 EPS15L1 EPS8 EPS8L1 EPS8L2 EPS8L3 ERBB2 ERBB3 ERBB4 ERBIN ERC1 ERC2 EVC EVC2 EXOC3 EZR F2R F2RL2 FAIM2 FAM107A FAP FARP1 FASLG FAT1 FBXO2 FBXO45 FCHO1 FCHO2 FCHSD2 FCRL3 FERMT1 FERMT2 FFAR4 FGD2 FGD5 FGR FLOT1 FLOT2 FLRT3 FMR1 FN1 FNBP1 FOLR1 FOSL1 FRMD1 FRMD6 FRMPD2 FSCN1 FSCN3 FSD1 FXYD1 FXYD6 FZD3 FZD6 FZD9 GABBR1 GABBR2 GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRB1 GABRB2 GABRB3 GABRD GABRE GABRG1 GABRG2 GABRG3 GABRP GABRQ GABRR1 GABRR2 GABRR3 GAD2 GAP43 GASK1A GHSR GJA1 GJB6 GLRA1 GLRA2 GLRA3 GLRB GM2A GNA12 GNA13 GNAS GNAT1 GNAT2 GNAT3 GP2 GPER1 GPHN GPI GPIHBP1 GPM6A GPR143 GPR157 GPR158 GPR161 GPR179 GPR37L1 GRIA1 GRIA2 GRIA3 GRIA4 GRID1 GRID2 GRID2IP GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B GRIP1 GRIP2 GRIPAP1 GRM1 GRM2 GRM3 GRM5 GRM7 GSG1L GUCY2D HAS2 HAX1 HCK HCN1 HDAC6 HEPH HHIP HIP1 HIP1R HLA-G HMCN1 HMCN2 HPCA HPGD HPN HSP90AA1 HSPA8 HSPD1 HTR1B HTR2A HTR3A HTR3B HTR5A HVCN1 HYAL2 ICAM2 IDE IFIT5 IGF1R IGFBP2 IGSF21 IGSF5 IGSF9B IL10RA IL1RAPL1 IL31RA IL6R INPP5F INPP5K INPPL1 INSR IQCE IQGAP1 IQSEC3 IRS1 ITGA3 ITGA5 ITGA8 ITGA9 ITGAM ITGAV ITGB1 ITGB2 ITGB3 ITGB4 ITLN1 ITPK1 ITSN1 ITSN2 IZUMO1R JAG1 JAK2 JCAD KANK1 KATNBL1 KCNA1 KCNA2 KCNA3 KCNA5 KCNB1 KCNC1 KCNC2 KCNC3 KCNC4 KCND1 KCND2 KCND3 KCNE1 KCNE2 KCNE4 KCNH1 KCNJ10 KCNJ16 KCNJ2 KCNJ3 KCNJ4 KCNJ8 KCNJ9 KCNK1 KCNK2 KCNMA1 KCNQ1 KCNQ4 KCNQ5 KCTD12 KCTD16 KCTD8 KIAA1614 KIF17 KIF18A KIFAP3 KISS1 KL KLHDC8B KNCN KRT19 KRT8 KSR1 LAMP5 LCP1 LCP2 LCT LDLR LDLRAP1 LEPR LHFPL4 LHFPL5 LIMA1 LIN7A LIN7B LIN7C LIPE LMO7 LPAR1 LPAR2 LPO LRFN1 LRFN2 LRFN3 LRFN4 LRFN5 LRP1 LRP10 LRP12 LRP2 LRP3 LRP4 LRP6 LRP8 LRRC15 LRRC4 LRRC4B LRRC4C LRRC7 LRRK2 LRRTM1 LRRTM2 LRRTM3 LRRTM4 LYPD4 MACF1 MAGEE1 MAL MAL2 MAP4K2 MAP7 MAPK1 MAPK3 MAPRE1 MAPT MARVELD2 MASTL MCHR1 MEGF11 MEN1 MET MFRP MFSD10 MFSD4B MGAM MIP MLC1 MOSMO MPDZ MPP2 MPP3 MREG MS4A1 MS4A4A MSN MTCL1 MTDH MTMR2 MTMR6 MTMR9 MTSS2 MTTP MUC1 MUC13 MUC17 MUC20 MUSK MXRA8 MYH10 MYH9 MYLK MYO10 MYO1A MYO1C MYO1D MYO6 MYO7A MYOF NAALADL1 NAIP NAPEPLD NCKAP1 NCSTN NDE1 NDRG4 NDUFS7 NECAP1 NECAP2 NECTIN1 NECTIN3 NEDD4 NEDD9 NETO1 NETO2 NEU3 NF2 NHERF1 NHERF2 NHERF4 NHS NINJ1 NIPSNAP1 NKD2 NLGN1 NLGN2 NLGN3 NLGN4X NLGN4Y NME1 NOD1 NOD2 NOS1AP NOS3 NOTCH1 NPC1L1 NPTN NRCAM NRP1 NRP2 NRXN1 NRXN2 NRXN3 NSG1 NTNG1 NTNG2 NUMB OCEL1 OCLN OCRL OPN4 OPRD1 OPRK1 OR2A4 ORAI1 OSCP1 OSMR OTOA OTOF OTOG OXTR P2RX1 P2RX2 P2RX6 P2RY1 P2RY12 P2RY4 P2RY6 PACSIN1 PACSIN2 PAK1 PALM PALS1 PAPPA2 PARD3 PARD3B PARD6A PARD6B PARD6G PATJ PCDH17 PCDH8 PCDHB13 PDE2A PDE4A PDE4D PDE6A PDE6B PDE6G PDE6H PDE9A PDGFB PDGFRB PDLIM4 PDPN PDXP PDZD11 PDZK1 PDZK1P1 PEX19 PFKM PHLPP2 PI4K2A PIANP PICALM PICK1 PIEZO1 PIP5K1A PIP5K1C PITPNM1 PKD1 PKD1L1 PKD2 PKD2L1 PKHD1 PKN1 PKN2 PLA2G4F PLB1 PLCD3 PLCG1 PLCG2 PLD1 PLD2 PLEK PLEK2 PLEKHA1 PLEKHG6 PLEKHO1 PLET1 PLK4 PLPP1 PLPP2 PLPP3 PLPPR4 PLVAP PLXND1 PODXL PPFIA2 PPP1CC PPP1R9B PRCD PRKAA1 PRKACA PRKAR1A PRKAR2A PRKCB PRKCG PRKCI PRKCZ PRKG2 PROM1 PROM2 PRR7 PRRT1 PRRT2 PRTN3 PSD PSD2 PSD3 PSD4 PSEN1 PSEN2 PSENEN PSTPIP1 PTCH1 PTEN PTGIS PTGS2 PTH1R PTPRA PTPRD PTPRH PTPRJ PTPRO PTPRS PTPRT RAB11A RAB11FIP3 RAB11FIP4 RAB17 RAB18 RAB21 RAB25 RAB27A RAB27B RAB34 RAB35 RAB8A RAC1 RACGAP1 RALA RAMP2 RANGRF RAP2A RAPGEF2 RAPGEF6 RAPSN RASGRP2 RDH12 RDX REPS1 RGS7BP RGS9 RHBG RHCG RHO RHOA RHOB RHOC RIGI RIMS1 RIMS2 RIMS3 RIMS4 RIPOR2 RNF10 ROBO2 ROM1 RP2 RPH3A RPS3 S100G S100P SAPCD2 SCARB1 SCIMP SCN10A SCN2A SCN5A SCN8A SCNN1A SCNN1B SCNN1G SCRIB SELE SELPLG SEMA4B SEMA4C SEMA4F SEPTIN12 SEPTIN2 SEPTIN6 SEPTIN7 SGCE SGIP1 SH2D3C SH3BGRL3 SH3BP4 SH3YL1 SHANK1 SHANK2 SHANK3 SHC4 SHISA6 SHISA7 SHISA8 SHISA9 SHROOM1 SHROOM2 SHROOM3 SHROOM4 SI SIGMAR1 SIPA1L3 SKAP1 SLC10A1 SLC10A2 SLC11A2 SLC12A1 SLC12A2 SLC12A3 SLC12A5 SLC12A6 SLC13A1 SLC13A2 SLC13A3 SLC14A1 SLC14A2 SLC15A1 SLC15A2 SLC16A1 SLC16A10 SLC16A12 SLC16A2 SLC16A3 SLC16A6 SLC16A7 SLC16A8 SLC17A1 SLC17A2 SLC17A3 SLC17A4 SLC17A5 SLC18A3 SLC19A1 SLC1A1 SLC1A2 SLC1A3 SLC1A5 SLC1A6 SLC1A7 SLC20A2 SLC22A1 SLC22A11 SLC22A12 SLC22A13 SLC22A18 SLC22A2 SLC22A3 SLC22A4 SLC22A5 SLC22A6 SLC22A7 SLC22A8 SLC22A9 SLC23A1 SLC23A2 SLC23A3 SLC24A4 SLC26A1 SLC26A10P SLC26A11 SLC26A2 SLC26A3 SLC26A4 SLC26A5 SLC26A6 SLC26A7 SLC26A9 SLC27A1 SLC27A4 SLC27A5 SLC28A1 SLC28A2 SLC28A3 SLC29A1 SLC29A2 SLC29A4 SLC2A1 SLC2A13 SLC2A2 SLC2A4 SLC2A5 SLC2A7 SLC2A9 SLC30A1 SLC30A5 SLC31A1 SLC34A1 SLC34A2 SLC34A3 SLC36A1 SLC38A1 SLC38A3 SLC38A4 SLC39A10 SLC39A14 SLC39A3 SLC39A4 SLC39A5 SLC39A6 SLC39A8 SLC3A1 SLC3A2 SLC40A1 SLC41A1 SLC43A1 SLC43A2 SLC43A3 SLC44A4 SLC46A1 SLC47A1 SLC47A2 SLC4A1 SLC4A10 SLC4A11 SLC4A2 SLC4A4 SLC4A5 SLC4A7 SLC4A8 SLC4A9 SLC51A SLC51B SLC52A3 SLC5A1 SLC5A10 SLC5A11 SLC5A12 SLC5A2 SLC5A3 SLC5A6 SLC5A7 SLC5A8 SLC6A1 SLC6A11 SLC6A12 SLC6A13 SLC6A14 SLC6A18 SLC6A19 SLC6A2 SLC6A20 SLC6A3 SLC6A4 SLC6A5 SLC6A6 SLC6A7 SLC6A8 SLC6A9 SLC7A1 SLC7A11 SLC7A13 SLC7A5 SLC7A7 SLC7A8 SLC7A9 SLC8A2 SLC9A1 SLC9A2 SLC9A3 SLC9A4 SLC9A5 SLC9A8 SLC9B2 SLCO1A2 SLCO1B1 SLCO1B3 SLCO1C1 SLCO2A1 SLCO2B1 SLCO3A1 SLCO4C1 SLITRK1 SLITRK3 SMO SMPD2 SNAP25 SNAP29 SNAP91 SNCAIP SNTA1 SNTG1 SNX9 SORBS1 SORBS2 SORCS2 SORCS3 SORT1 SPATA13 SPEF1 SPHK1 SPIRE1 SPIRE2 SPRED1 SPRY2 SPRY4 SPTBN1 SPTBN2 SRC SRGAP2 SRPX2 SSH1 SSPN SSTR3 ST14 STAMBP STC1 STIM1 STK26 STK39 STON1 STON2 STRN STX11 STX19 STX1A STX2 STX3 STX4 STXBP1 STXBP3 SVIL SVOP SYAP1 SYDE1 SYDE2 SYNDIG1 SYNE1 SYNE2 SYNJ1 SYP SYT1 SYT11 SYT7 SYTL1 TACR3 TACSTD2 TAMALIN TAS2R4 TAS2R43 TAS2R46 TBC1D10C TCIRG1 TCTN2 TCTN3 TDGF1 TEK TENM2 TESC TEX101 TF TFPI TFRC TGFA TGFBR2 THBD THEM4 THY1 TIAM1 TIRAP TJP1 TLN1 TLR9 TMEM114 TMEM17 TMEM174 TMEM231 TMEM235 TMEM240 TMEM30A TMEM67 TMUB1 TNIK TNK2 TPM1 TRAPPC4 TREM2 TRPC4 TRPM6 TRPV1 TRPV4 TRPV5 TSHR TSPEAR TTC8 TTYH1 TWF1 TXNDC15 UMOD UNC13A UNC13B UNC13C UNC5A UPK1A UPK1B UPK2 UPK3A USH2A UTRN VANGL2 VASP VEZT VLDLR VSIG1 WASF2 WDPCP WDR73 WHRN WWC1 ZC4H2 ZDHHC17 ZFYVE19 ZMYND10 ZNRF2 GOCC_PLASMA_MEMBRANE_SIGNALING_RECEPTOR_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PLASMA_MEMBRANE_SIGNALING_RECEPTOR_COMPLEX ABHD12 ABHD6 ACVR1 ACVR1B ACVR1C ACVR2A ACVR2B ACVRL1 APBB1IP B2M BIRC2 BMP2 BMPR1A BMPR1B CACNG2 CACNG3 CACNG4 CACNG5 CACNG7 CACNG8 CALCR CALCRL CD247 CD3D CD3E CD3G CD4 CD40 CD79A CD79B CD8A CD8B CHRFAM7A CHRNA1 CHRNA2 CHRNA3 CHRNA4 CHRNA5 CHRNA6 CHRNA7 CHRNA9 CHRNB1 CHRNB2 CHRNB3 CHRNB4 CHRND CHRNE CHUK CNIH2 CNIH3 CNTFR CPT1C CSF2 CSF2RA CSF2RB DIABLO DLG3 DLG4 DRD1 DRD2 EMILIN1 EPS8 ERBB2 ERBB3 FLNA GABBR1 GABBR2 GP1BA GP1BB GP5 GP9 GPR156 GRIA1 GRIA2 GRIA3 GRIA4 GRID2 GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B GRM1 HFE HJV HTR3A HTR3B HTR3C HTR3D HTR3E HTRA2 IFNL1 IFNLR1 IGF1R IKBKB IL10RB IL12RB1 IL13RA1 IL18R1 IL18RAP IL23R IL2RA IL2RB IL6 IL6R IL6ST INSR INSRR IRS1 ITGA1 ITGA10 ITGA11 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA6 ITGA7 ITGA8 ITGA9 ITGAD ITGAE ITGAL ITGAM ITGAV ITGAX ITGB1 ITGB2 ITGB3 ITGB4 ITGB5 ITGB6 ITGB7 ITGB8 ITGBL1 JAK2 LIME1 LYN OLFM2 OLFM3 OSMR PLP1 PORCN PSG9 PTK2B PTPN6 RAMP1 RAMP2 RAMP3 RNF31 SDCBP SHISA6 SHISA7 SHISA8 SHISA9 SKAP1 STXBP5 SYK TF TFR2 TFRC TGFBR1 TGFBR2 TLR1 TLR2 TLR6 TMIGD2 TRAC TRAF1 TRAF2 TRAF3 TRAF4 TRAF5 TRAF6 TRAJ3 TRAT1 TRAV1-1 TRAV1-2 TRAV10 TRAV12-1 TRAV12-2 TRAV12-3 TRAV13-1 TRAV13-2 TRAV14DV4 TRAV16 TRAV17 TRAV18 TRAV19 TRAV2 TRAV20 TRAV21 TRAV22 TRAV23DV6 TRAV24 TRAV25 TRAV26-1 TRAV26-2 TRAV27 TRAV29DV5 TRAV3 TRAV30 TRAV34 TRAV35 TRAV36DV7 TRAV38-1 TRAV38-2DV8 TRAV39 TRAV4 TRAV40 TRAV41 TRAV5 TRAV6 TRAV7 TRAV8-1 TRAV8-2 TRAV8-3 TRAV8-4 TRAV8-6 TRAV9-1 TRAV9-2 TRBC1 TRBC2 TRBD1 TRBJ1-1 TRBJ1-2 TRBJ1-3 TRBJ1-4 TRBJ1-5 TRBJ1-6 TRBJ2-1 TRBJ2-2 TRBJ2-3 TRBJ2-4 TRBJ2-5 TRBJ2-6 TRBJ2-7 TRBV10-1 TRBV10-2 TRBV10-3 TRBV11-1 TRBV11-2 TRBV11-3 TRBV12-3 TRBV12-4 TRBV12-5 TRBV13 TRBV14 TRBV16 TRBV17 TRBV18 TRBV19 TRBV2 TRBV20-1 TRBV23-1 TRBV24-1 TRBV25-1 TRBV27 TRBV28 TRBV29-1 TRBV3-1 TRBV30 TRBV4-1 TRBV4-2 TRBV5-1 TRBV5-3 TRBV5-4 TRBV5-5 TRBV5-6 TRBV5-7 TRBV6-1 TRBV6-4 TRBV6-5 TRBV6-6 TRBV6-7 TRBV6-8 TRBV7-1 TRBV7-2 TRBV7-3 TRBV7-4 TRBV7-6 TRBV7-7 TRBV7-9 TRBV9 TRDC TRDD1 TRDJ1 TRDV1 TRDV2 TRDV3 TRGC1 TRGC2 TRGV1 TRGV10 TRGV11 TRGV2 TRGV3 TRGV4 TRGV5 TRGV8 TRGV9 TSPAN32 TYK2 VWC2 VWC2L ZAP70 GOCC_PLATELET_ALPHA_GRANULE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PLATELET_ALPHA_GRANULE A1BG A2M ACTN1 ACTN2 ACTN4 AHSG ALB ALDOA APLP2 APOOL APP CD109 CD36 CD9 CFD CLU CYB5R1 CYRIB EGF F13A1 F5 F8 FERMT3 FGA FGB FGG FN1 GAS6 GTPBP2 HGF HRG IGF1 IGF2 ISLR ITGA2B ITGB3 KNG1 LEFTY2 LHFPL2 LY6G6F MAGED2 MMRN1 NHLRC2 OLA1 ORM1 ORM2 PCDH7 PCYOX1L PDGFA PDGFB PECAM1 PF4 PHACTR2 PLG PPBP PROS1 QSOX1 SCCPDH SELP SERPINA1 SERPINA3 SERPINA5 SERPINE1 SERPINE2 SERPINF2 SERPING1 SNCA SPARC SRGN STXBP1 STXBP3 SYTL4 TEX264 TGFB1 TGFB2 TGFB3 THBS1 THBS2 TIMP1 TMSB4X TMX3 TOR4A TREML1 VAMP7 VEGFA VEGFB VEGFC VEGFD VPS33B VTI1B VWF GOCC_PLATELET_ALPHA_GRANULE_LUMEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PLATELET_ALPHA_GRANULE_LUMEN A1BG A2M ACTN1 ACTN2 ACTN4 AHSG ALB ALDOA APOOL APP CFD CLU CYRIB EGF F13A1 F5 F8 FERMT3 FGA FGB FGG FN1 GAS6 GTPBP2 HGF HRG IGF1 IGF2 ISLR KNG1 LEFTY2 MAGED2 MMRN1 NHLRC2 OLA1 ORM1 ORM2 PCYOX1L PDGFA PDGFB PF4 PLG PPBP PROS1 QSOX1 SCCPDH SERPINA1 SERPINA3 SERPINE1 SERPINF2 SERPING1 SPARC SRGN TEX264 TGFB1 TGFB2 TGFB3 THBS1 TIMP1 TMSB4X TOR4A VEGFA VEGFB VEGFC VEGFD VTI1B VWF GOCC_PLATELET_ALPHA_GRANULE_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PLATELET_ALPHA_GRANULE_MEMBRANE APLP2 CD109 CD36 CD9 CYB5R1 ITGA2B ITGB3 LHFPL2 LY6G6F PCDH7 PECAM1 PHACTR2 SELP SNCA SPARC SYTL4 TMX3 GOCC_PLATELET_DENSE_GRANULE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PLATELET_DENSE_GRANULE ABCC4 APOH CD63 CDC37L1 CLEC3B CTSW ECM1 FAM3C HPS4 ITIH3 ITIH4 ITPR1 LAMP2 LGALS3BP RAB27B RARRES2 SELENOP SELP SERPINA4 SPP2 TIMP3 GOCC_PLATELET_DENSE_GRANULE_LUMEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PLATELET_DENSE_GRANULE_LUMEN APOH CDC37L1 CLEC3B CTSW ECM1 FAM3C ITIH3 ITIH4 LGALS3BP RARRES2 SELENOP SERPINA4 SPP2 TIMP3 GOCC_PLATELET_DENSE_GRANULE_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PLATELET_DENSE_GRANULE_MEMBRANE ABCC4 CD63 ITPR1 LAMP2 RAB27B SELP GOCC_PLATELET_DENSE_TUBULAR_NETWORK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PLATELET_DENSE_TUBULAR_NETWORK ATP2A1 ATP2A2 ATP2A3 DMTN EHD1 F2R IRAG1 ITPR1 ITPR2 ITPR3 SERPINA5 GOCC_PLATELET_DENSE_TUBULAR_NETWORK_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PLATELET_DENSE_TUBULAR_NETWORK_MEMBRANE ATP2A1 ATP2A2 ATP2A3 DMTN EHD1 IRAG1 ITPR1 ITPR2 ITPR3 GOCC_PML_BODY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PML_BODY AKAP8L ANKRD2 ATR ATRX BASP1 BLM BMAL1 CALCOCO2 CASP8AP2 CBX5 CDK9 CHD3 CHEK2 CHFR CIART CIITA CSNK2A1 CSNK2B DAPK3 DAXX EIF3E EIF4ENIF1 ELF4 GCNA HIPK1 HIPK2 HIPK3 HIRA HMBOX1 HSF1 IKBKE ISG20 KAT6A KLHL20 LRCH4 MAGEA2 MAGEA2B MAPK7 MAX MKNK2 MLIP MORC3 MRE11 MTOR N4BP1 NBN NFE2 NR2C1 NSMCE2 PARK7 PATL1 PIAS1 PIAS2 PIAS4 PML PPARGC1A PTEN RAD51 RB1 RDM1 RFWD3 RGS14 RNF111 RNF4 RNF6 RPA1 RPA2 RPAIN SATB1 SENP2 SIMC1 SIRT1 SKI SLF2 SMC5 SMC6 SP100 SP140 SP3 SPN SPTBN4 SQSTM1 SRSF2 SUMO1 SUMO1P1 SUMO2 SUMO3 TCF7L2 TDG TDP2 TENM2 TERT THAP1 TOP3A TOPBP1 TOPORS TP53 TP53INP1 TP53INP2 TRIM16 TRIM27 TRIM8 UBE2I UBN1 USP7 WDFY3 ZBED1 ZBTB16 ZMYM2 ZNF451 GOCC_PODOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PODOSOME ADAM8 AFAP1L1 ARHGEF5 ASAP1 BIN2 CTTN DBNL DOCK5 FERMT3 FSCN1 GSN HNRNPK KIF9 LCP1 LPXN NOS1AP PALLD PTPN12 RHOU SCIN SH3GL1 SH3PXD2A SH3PXD2B SRC SVIL TJP1 TNS3 TPM4 VCAM1 VCL WDR1 GOCC_POLAR_MICROTUBULE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_POLAR_MICROTUBULE CUL3 KLHL21 KLHL22 TUBG1 TUBGCP3 GOCC_POLE_PLASM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_POLE_PLASM ANKRD34A ANKRD34B ANKRD34C ASZ1 CARHSP1 DDX3X DDX3Y DDX4 EXD1 HELZ HELZ2 HENMT1 MAEL MOV10 MOV10L1 PIWIL1 PIWIL2 PIWIL3 PIWIL4 SNRPG SNRPGP15 TDRD1 TDRD5 TDRD6 TDRD7 TDRD9 TDRKH GOCC_POLYMERIC_CYTOSKELETAL_FIBER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_POLYMERIC_CYTOSKELETAL_FIBER ABRAXAS2 ACKR2 ACTA1 ACTB ACTBL2 ACTC1 ACTG1 ACTL8 ACTL9 ACTN1 ACTN2 ACTN3 ADORA2A AIF1 AIF1L AK1 AKNA AMOT ANXA1 APC APC2 APPBP2 ARFGEF2 ARHGAP18 ARHGAP4 ARHGAP6 ARHGEF2 ARL3 ARL6 ARPC3 ASPM ATAT1 AURKA AURKB AURKC AVIL BAG2 BAIAP2 BBLN BCAS3 BCL10 BEX4 BFSP1 BFSP2 BICD1 BIRC5 BOD1 C4orf47 CALM1 CALM2 CALM3 CAMSAP1 CAMSAP2 CAMSAP3 CAPN6 CARMIL1 CASP1 CASP14 CCDC181 CCDC57 CCDC66 CCSAP CCT2 CCT3 CCT4 CCT5 CCT6A CCT7 CCT8 CD2AP CDK1 CDK2AP2 CDK5 CDK5RAP2 CDK5RAP3 CENPE CENPJ CEP162 CEP170 CEP170B CEP295 CEP57 CEP57L1 CFAP107 CFAP126 CFAP141 CFAP144 CFAP161 CFAP20 CFAP206 CFAP210 CFAP276 CFAP45 CFAP52 CFAP53 CFAP77 CFAP95 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CKAP2 CKAP5 CLASP1 CLASP2 CLDN11 CLIP1 CLIP2 CLIP3 CLIP4 CLMP CLTC COBL CORO1A CORO1B COTL1 CRHBP CSNK1A1 CSNK1D CSPP1 CSTPP1 CTTN CUL3 CYLD CYP2A6 DCDC1 DCDC2 DCDC2B DCDC2C DCTN1 DCTN2 DCX DCXR DES DIAPH1 DIAPH2 DIAPH3 DISC1 DLG1 DLGAP2 DMTN DNAH1 DNAH10 DNAH11 DNAH12 DNAH14 DNAH17 DNAH2 DNAH3 DNAH5 DNAH6 DNAH7 DNAH8 DNAH9 DNAI1 DNAI2 DNAJA3 DNAL1 DNAL4 DNM1 DNM1L DNM2 DNM3 DPP9 DPYSL2 DPYSL3 DSP DST DUSP22 DVL1 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNC2H1 DYNC2LI1 DYNLL1 DYNLL2 DYNLRB1 DYNLRB2 DYNLT1 DYNLT2 DYNLT3 EFHB EFHC1 EFHC2 EIF3A EIF6 EMD EML1 EML2 EML3 EML4 EML5 EML6 ENKD1 ENKUR EPPK1 ESPN EVPL EZR FAM110A FAM110C FAM161A FAM161B FAM166B FAM166C FAM83H FBF1 FBXW11 FEZ1 FGF13 FHDC1 FIGN FKBP4 FLACC1 FLNA FMN1 FSD1 FYN GABARAP GABARAPL1 GABARAPL3 GAS2 GAS2L1 GAS2L2 GAS2L3 GAS7 GAS8 GDPD2 GFAP GJB6 GOLGA2 GPER1 GRAMD2B GTSE1 HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HCK HDAC6 HID1 HLA-DRB1 HNRNPU HOOK1 HOOK2 HOOK3 HSPH1 IFFO1 IFFO2 INA INCENP INF2 INO80 INVS IQGAP1 JAKMIP1 JAM3 JUP KATNA1 KATNAL1 KATNAL2 KATNB1 KCNAB2 KEAP1 KIF11 KIF12 KIF13A KIF13B KIF14 KIF15 KIF16B KIF17 KIF18A KIF18B KIF19 KIF1A KIF1B KIF1C KIF20A KIF20B KIF21A KIF21B KIF22 KIF23 KIF24 KIF25 KIF26A KIF26B KIF27 KIF28P KIF2A KIF2B KIF2C KIF3A KIF3B KIF3C KIF4A KIF4B KIF5A KIF5B KIF5C KIF6 KIF7 KIF9 KIFAP3 KIFC1 KIFC2 KIFC3 KLC1 KLC2 KLC3 KLC4 KLHL21 KLHL22 KNSTRN KNTC1 KRT1 KRT10 KRT12 KRT13 KRT14 KRT15 KRT16 KRT17 KRT18 KRT19 KRT2 KRT20 KRT222 KRT23 KRT24 KRT25 KRT26 KRT27 KRT28 KRT3 KRT31 KRT32 KRT33A KRT33B KRT34 KRT35 KRT36 KRT37 KRT38 KRT39 KRT4 KRT40 KRT5 KRT6A KRT6B KRT6C KRT7 KRT71 KRT72 KRT73 KRT74 KRT75 KRT76 KRT77 KRT78 KRT79 KRT8 KRT80 KRT81 KRT82 KRT83 KRT84 KRT85 KRT86 KRT87P KRT9 KRTAP1-1 KRTAP1-3 KRTAP1-4 KRTAP1-5 KRTAP10-1 KRTAP10-10 KRTAP10-11 KRTAP10-12 KRTAP10-2 KRTAP10-3 KRTAP10-4 KRTAP10-5 KRTAP10-6 KRTAP10-7 KRTAP10-8 KRTAP10-9 KRTAP11-1 KRTAP12-1 KRTAP12-2 KRTAP12-3 KRTAP12-4 KRTAP13-1 KRTAP13-2 KRTAP13-3 KRTAP13-4 KRTAP15-1 KRTAP16-1 KRTAP17-1 KRTAP19-1 KRTAP19-2 KRTAP19-3 KRTAP19-4 KRTAP19-5 KRTAP19-6 KRTAP19-7 KRTAP19-8 KRTAP2-1 KRTAP2-3 KRTAP2-4 KRTAP20-1 KRTAP20-2 KRTAP20-3 KRTAP20-4 KRTAP21-1 KRTAP21-2 KRTAP21-3 KRTAP22-1 KRTAP22-2 KRTAP23-1 KRTAP24-1 KRTAP25-1 KRTAP26-1 KRTAP27-1 KRTAP29-1 KRTAP3-1 KRTAP3-2 KRTAP3-3 KRTAP4-1 KRTAP4-11 KRTAP4-12 KRTAP4-16 KRTAP4-2 KRTAP4-3 KRTAP4-4 KRTAP4-5 KRTAP4-6 KRTAP4-8 KRTAP4-9 KRTAP5-1 KRTAP5-10 KRTAP5-11 KRTAP5-2 KRTAP5-3 KRTAP5-4 KRTAP5-5 KRTAP5-6 KRTAP5-7 KRTAP5-8 KRTAP5-9 KRTAP6-1 KRTAP6-2 KRTAP6-3 KRTAP7-1 KRTAP8-1 KRTAP9-1 KRTAP9-2 KRTAP9-3 KRTAP9-4 KRTAP9-6 KRTAP9-7 KRTAP9-8 KRTAP9-9 LCP1 LDB3 LDLRAP1 LMNA LMNB1 LMNB2 LMNTD1 LMNTD2 LMOD1 LMOD2 LRPPRC LRRC49 LZTS2 MACF1 MAP10 MAP1A MAP1B MAP1LC3A MAP1LC3B MAP1LC3B2 MAP1LC3C MAP1S MAP2 MAP2K2 MAP3K11 MAP4 MAP6 MAP6D1 MAP7 MAP9 MAPRE1 MAPRE2 MAPRE3 MAPT MARK2 MATCAP1 MDM1 MEFV MICAL1 MICAL2 MID1 MID1IP1 MID2 MISP MNS1 MT3 MTA1 MTUS1 MTUS2 MX1 MX2 MYO18B MYO1A MYO1B MYO1C MYO3A MYO5A MYO6 MYO9A MYO9B NARF NAV1 NAV3 NCKAP1 NCKAP5 NCKAP5L NCKIPSD NDE1 NDEL1 NDRG1 NEFH NEFL NEFM NEK2 NEK6 NEK7 NES NICN1 NIN NINL NME7 NRP1 NUDC NUMA1 NUSAP1 ODF1 ODF2 ODF3 ODF3L2 OPA1 PACRG PAFAH1B1 PAK1 PALLD PARP4 PAWR PBXIP1 PCNT PDLIM1 PDLIM2 PDLIM3 PDLIM4 PDLIM5 PDLIM7 PIERCE1 PIERCE2 PKP1 PKP2 PLEC PLK1 PLS1 PLS3 PNN POF1B POLB POTEE POTEF POTEI POTEJ POTEKP PPL PRC1 PRICKLE4 PRPH PSRC1 PSTPIP1 PSTPIP2 PTPN20 PYCARD RAB11A RAB3D RAC1 RAC2 RAC3 RACGAP1 RADIL RASSF1 RASSF3 RASSF5 RCC2 RCSD1 REEP1 REEP2 REEP3 REEP4 RGS14 RHOQ RIBC2 RMDN1 RMDN2 RMDN3 RNF4 ROR2 RP1 RP1L1 RPGRIP1L RSPH1 RTN2 RUSC1 SAA1 SARM1 SAXO1 SAXO2 SCTR SCYGR1 SCYGR10 SCYGR2 SCYGR3 SCYGR4 SCYGR5 SCYGR6 SCYGR7 SCYGR8 SCYGR9 SELENOS SEPTIN9 SERP1 SH2B2 SHANK2 SHROOM1 SHROOM2 SHROOM3 SHROOM4 SHTN1 SIRT2 SKA1 SKA2 SKA3 SLAIN1 SLAIN2 SLC1A4 SMTN SMTNL1 SMTNL2 SNPH SNTB2 SPACA9 SPAG17 SPAG5 SPAG6 SPAG8 SPAST SPECC1 SPECC1L SPEF1 SPRY2 SPTBN4 SRC SRPRB STAU2 STIM1 STMN1 SVIL SYBU SYNC SYNJ1 SYNM TBCA TBCB TBCC TBCD TBCE TCHP TCP1 TCP11L1 TEK TEKT1 TEKT2 TEKT3 TEKT4 TEKTIP1 TFPT TIAM1 TLK2 TMEM214 TMOD1 TOGARAM1 TOGARAM2 TPGS1 TPGS2 TPM1 TPM2 TPM3 TPM4 TPPP TPPP2 TPPP3 TPT1 TPX2 TRIM54 TRIM55 TRIM63 TRPV4 TSC1 TTC30A TTC30B TTL TTLL1 TTLL11 TTLL13 TTLL3 TTLL4 TTLL5 TTLL6 TTLL7 TTLL8 TTLL9 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B TUBD1 TUBE1 TUBG1 TUBG2 TUBGCP2 TUBGCP3 TUBGCP4 TUBGCP5 TUBGCP6 TWF1 TWF2 UPP2 VIM VMAC VPS18 WAS WDR47 WHAMM WHRN WIPF1 YES1 ZNF207 ZNF804A ZW10 ZWILCH GOCC_POLYSOMAL_RIBOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_POLYSOMAL_RIBOSOME BTF3 DHX9 EIF3H ELAVL4 LARP1 LARP4B NR0B1 NUFIP2 PNPT1 RPL10A RPL11 RPL18 RPL18A RPL19 RPL24 RPL30 RPL31 RPL32 RPL36 RPL36A RPL38 RPL39 RPL41 RPL6 RPL7A RPL8 RPS21 RPS23 RPS26 RPS28 RPS29 GOCC_POLYSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_POLYSOME AGO1 AGO2 ATXN2 BTF3 CALR DHX9 DIS3L2 DRG1 EEF2 EIF2AK4 EIF2S1 EIF3H EIF4G1 EIF4H ELAVL4 FMR1 FXR1 FXR2 GCN1 HDLBP IMPACT LARP1 LARP4B LARP6 LARP7 LIN28A MCRS1 MSI1 MSI2 MYH10 NR0B1 NUFIP2 PNPT1 PSMA1 PSMA6 RPL10A RPL10L RPL11 RPL18 RPL18A RPL19 RPL24 RPL30 RPL31 RPL32 RPL36 RPL36A RPL38 RPL39 RPL41 RPL6 RPL7A RPL8 RPS21 RPS23 RPS26 RPS28 RPS29 RPS3 RPS4X RPS4Y1 RPS6 RWDD1 UNK UPF2 VBP1 VIM GOCC_PORE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PORE_COMPLEX ADAM10 AFDN BAK1 BAX BCL2 C5 C6 C7 C8A C8B C8G C9 CD34 PDZD11 PLEKHA7 PPIF SLC25A31 SLC25A4 SLC25A5 SPG7 TOMM40 TOMM40L TSPAN33 VDAC1 VDAC2 VDAC3 GOCC_POSTSYNAPSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_POSTSYNAPSE ABHD17A ABHD17B ABHD17C ABHD6 ABI1 ABI2 ABI3 ABL1 ABR ACP4 ACTB ACTN2 ADAM10 ADCY1 ADCY8 ADD1 ADD2 ADD3 ADGRA1 ADGRB1 ADGRB3 ADORA1 ADORA2A ADRA2A AGER AKAP5 AKAP9 AKT1 ALS2 ANK1 ANK2 ANK3 ANKS1B AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 AP3D1 APBA1 APBA2 APBA3 APC2 APP APPL1 ARC ARF1 ARF4 ARF6 ARFGEF2 ARHGAP32 ARHGAP33 ARHGAP44 ARHGEF15 ARHGEF7 ARHGEF9 ARRB2 ASAP1 ASIC2 ATAD1 ATP1A1 ATP1A2 ATP2B2 ATP6AP2 ATP7A AURKA BAALC BAIAP2 BCL11A BCR BMPR2 BNIP3 BSN C1QA C1QB C1QC C9orf72 CABP1 CACNA1C CACNG2 CACNG3 CACNG4 CACNG5 CACNG7 CACNG8 CADM1 CALB1 CALY CAMK2A CAMK2N1 CAP2 CAPZB CBLN1 CD3E CDC42 CDH1 CDH10 CDH2 CDH9 CDK5 CDK5R1 CDKL5 CELF4 CHMP2B CHRFAM7A CHRM1 CHRM2 CHRM3 CHRM4 CHRM5 CHRNA1 CHRNA10 CHRNA2 CHRNA3 CHRNA4 CHRNA5 CHRNA6 CHRNA7 CHRNA9 CHRNB1 CHRNB2 CHRNB3 CHRNB4 CHRND CHRNE CHRNG CLSTN1 CLSTN2 CLSTN3 CLTA CLTB CNIH2 CNIH3 CNKSR2 CNN3 CNTN1 CNTN2 COL13A1 CPEB1 CPEB3 CPEB4 CPLX1 CPLX2 CPSF2 CPT1C CRIPT CRKL CRYAB CSPG5 CTNNB1 CTNND1 CTNND2 CTTN CTTNBP2 CUL3 CYFIP1 CYP46A1 DAG1 DAGLA DAPK1 DBN1 DBNL DCC DCLK1 DDN DGCR8 DGKB DGKI DGKQ DIP2A DISC1 DLG1 DLG2 DLG3 DLG4 DLG5 DLGAP1 DLGAP2 DLGAP3 DLGAP4 DMD DMTN DNAJA3 DNAJB1 DNAJC6 DNM2 DNM3 DOCK10 DRD1 DRD2 DRD4 DROSHA DRP2 DTNB DTNBP1 DVL1 DYNLL2 EEA1 EEF2K EFNB2 EFNB3 EGLN1 EIF3A EIF3E EIF4A3 EIF4E EIF4EBP2 EIF4G1 ELAVL1 ELAVL4 EPHA4 EPHB2 EPS15 EPS8 ERBB4 ERBIN F2R FABP5 FAIM2 FAM81A FARP1 FBXO2 FBXO45 FCGR2B FLNA FLRT3 FMR1 FRMPD4 FXR1 FXR2 FXYD6 FYN FZD9 GABBR1 GABBR2 GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRB1 GABRB2 GABRB3 GABRD GABRE GABRG1 GABRG2 GABRG3 GABRP GABRQ GABRR1 GABRR2 GABRR3 GAP43 GHRL GHSR GIPC1 GIT1 GLRA1 GLRA2 GLRA3 GLRB GNG3 GOPC GPER1 GPHN GPM6A GPR158 GPR179 GRIA1 GRIA2 GRIA3 GRIA4 GRID1 GRID2 GRID2IP GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B GRIP1 GRIP2 GRIPAP1 GRK2 GRK3 GRM1 GRM3 GRM5 GRM7 GSG1L GSK3A GSK3B HAP1 HCN1 HCRT HIP1 HIP1R HNRNPD HNRNPH2 HOMER1 HOMER2 HOMER3 HPCA HSPA8 HTR2A HTR3A HTR3B HTR3C HTR3D HTR3E HTR5A HTT IGF2BP1 IGSF11 IGSF21 IGSF9B IL1RAPL1 INA INPP4A INSYN1 INSYN2A INSYN2B IQSEC1 IQSEC3 ITGA3 ITGA5 ITGA8 ITGB1 ITGB3 ITPKA ITPR1 JAK2 KALRN KCNA1 KCNA2 KCNA3 KCNA4 KCNB1 KCNC1 KCNC2 KCNC3 KCNC4 KCND1 KCND2 KCND3 KCNH1 KCNJ2 KCNJ4 KCNMA1 KCNN2 KCTD12 KCTD16 KCTD8 KIF3B KIF5C KLHL17 KPNA1 KPTN LAMA2 LHFPL4 LIN7A LIN7B LIN7C LPAR1 LRFN1 LRFN2 LRFN3 LRFN4 LRFN5 LRP4 LRRC4 LRRC4B LRRC4C LRRC7 LRRK2 LRRTM1 LRRTM2 LRRTM3 LRRTM4 LYN LZTS1 LZTS3 MAGEE1 MAGI2 MAP1B MAPK8IP2 MAPT MECP2 MEF2C METTL5 MINK1 MKLN1 MOB4 MPDZ MPP2 MT3 MTMR2 MUSK MYL7 NCDN NCK2 NCS1 NECTIN3 NEDD4 NEFH NEFL NEFM NETO1 NETO2 NEURL1 NGDN NGFR NLGN1 NLGN2 NLGN3 NLGN4X NLGN4Y NOS1 NPAS4 NPFF NPTN NR1D1 NRCAM NRP1 NRP2 NSF NSG1 NSMF NTRK2 NTSR1 OPHN1 OPRD1 OPRK1 P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX6 P2RX7 P2RY1 PAK2 PAK3 PAK6 PALM PALMD PCBP1 PCBP2 PCDH17 PCDH8 PCDHB13 PCLO PDE4B PDLIM4 PDLIM5 PDPK1 PFN2 PHB2 PICALM PICK1 PIN1 PJA2 PKP4 PLCB1 PLCB3 PLEKHA5 PLPPR4 PPFIA1 PPFIA2 PPP1CA PPP1CC PPP1R9A PPP1R9B PPP3CA PPP3R1 PRKACA PRKAR1B PRKAR2B PRKCG PRKCZ PRKN PRNP PRR12 PRR7 PRRT1 PRRT2 PSD PSD2 PSD3 PSEN1 PSMA7 PTEN PTK2 PTK2B PTPRO PTPRS PTPRT PURA RAB11A RAB11FIP3 RAB17 RAB3A RAB3GAP1 RAB4A RAB5A RAB8A RAC1 RAPSN RGS14 RGS7BP RGS9 RHEB RHOA RNF10 RNF112 RNF19A ROR2 RPH3A RPL12 RPL14 RPL30 RPL38 RPL6 RPL7 RPL8 RPLP0 RPS13 RPS14 RPS18 RPS19 RPS25 RPS27 RPS3 RPS6KB1 RTN1 RTN3 RTN4 RUSC1 S1PR2 SAMD14 SCN8A SCRIB SEMA4B SEMA4C SEMA4F SEPTIN11 SEZ6 SH2D5 SH3GL3 SHANK1 SHANK2 SHANK3 SHC4 SHISA6 SHISA7 SHISA8 SHISA9 SIGMAR1 SIPA1L1 SLC16A7 SLC1A1 SLC1A7 SLC29A1 SLC30A1 SLC4A10 SLC6A1 SLC6A11 SLC6A17 SLC6A3 SLC6A4 SLC6A6 SLC6A9 SLC8A1 SLC8A2 SLC8A3 SLC9A5 SLITRK1 SLITRK3 SMCR8 SNAP25 SNCA SNTA1 SNX14 SORCS2 SORCS3 SPOCK1 SPTB SPTBN1 SPTBN2 SRC SRCIN1 SRGAP2 SRGN SSPN STRN STRN4 STX12 STX3 STX4 STXBP1 SYAP1 SYN1 SYN2 SYN3 SYNDIG1 SYNE1 SYNGAP1 SYNPO SYT11 TAMALIN TANC1 TANC2 TENM2 TFR2 TIAM1 TMEM108 TMUB1 TNIK TPPP TRAPPC4 TRIO TRPV1 TSC1 TSC2 USP50 USP8 UTRN VHL VPS35 WASF1 WASF3 WNT5A ZACN ZC4H2 ZDHHC15 ZDHHC2 ZDHHC5 ZMYND8 ZNF804A GOCC_POSTSYNAPTIC_ACTIN_CYTOSKELETON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_POSTSYNAPTIC_ACTIN_CYTOSKELETON ACTB ACTN2 CTTNBP2 ITPKA KPTN GOCC_POSTSYNAPTIC_CYTOSKELETON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_POSTSYNAPTIC_CYTOSKELETON ACTB ACTN2 CTTNBP2 INA ITPKA KPTN NEFH NEFL NEFM SPTBN2 GOCC_POSTSYNAPTIC_CYTOSOL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_POSTSYNAPTIC_CYTOSOL BAIAP2 CALB1 DAG1 DBN1 FBXO45 HOMER1 HSPA8 HTT KIF5C PIN1 PLCB1 PLCB3 PRKCG GOCC_POSTSYNAPTIC_DENSITY_INTRACELLULAR_COMPONENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_POSTSYNAPTIC_DENSITY_INTRACELLULAR_COMPONENT ACTN2 BAIAP2 CDKL5 CRIPT CTNNB1 CTNND1 FAM81A GRID2IP GRIP2 PRR7 PSD PTK2B SH3GL3 TNIK GOCC_POSTSYNAPTIC_DENSITY_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_POSTSYNAPTIC_DENSITY_MEMBRANE ABHD17A ABHD17B ABHD17C ACTN2 ADCY1 ADGRB3 ADRA2A AKAP9 ARC ATP2B2 CACNA1C CACNG2 CACNG3 CACNG4 CACNG5 CACNG7 CACNG8 CHRM1 CLSTN2 CLSTN3 CNKSR2 DAGLA DCC DLG1 DLG2 DLG3 DLG4 EFNB2 EFNB3 EPHA4 ERBB4 GRIA1 GRIA2 GRIA3 GRIA4 GRID1 GRID2 GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B GRM1 GRM5 GSG1L ITGA8 KCNH1 LIN7A LIN7B LIN7C LRFN1 LRFN3 LRFN4 LRFN5 LRRC4 LRRC4B LRRC4C LRRTM2 LRRTM3 NECTIN3 NETO1 NETO2 NLGN4X NLGN4Y NRCAM OPRD1 PLPPR4 PRR7 PRRT1 PRRT2 PTPRO PTPRS PTPRT RGS7BP RGS9 RNF10 SCN8A SCRIB SEMA4B SEMA4C SEMA4F SHISA6 SHISA7 SHISA9 SIGMAR1 SLC16A7 SLC30A1 SLITRK1 SLITRK3 SORCS2 SORCS3 SYNDIG1 TIAM1 GOCC_POSTSYNAPTIC_ENDOCYTIC_ZONE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_POSTSYNAPTIC_ENDOCYTIC_ZONE CALY CLTA CLTB DNM3 GRIA2 GOCC_POSTSYNAPTIC_ENDOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_POSTSYNAPTIC_ENDOSOME ABHD17A AKAP5 ARC CLSTN1 GRIPAP1 NSG1 PICK1 RAB11A RAB11FIP3 RAB4A RAB5A SH3GL3 STX12 ZDHHC2 GOCC_POSTSYNAPTIC_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_POSTSYNAPTIC_MEMBRANE ABHD17A ABHD17B ABHD17C ABHD6 ACP4 ACTN2 ADCY1 ADGRB3 ADORA1 ADORA2A ADRA2A AKAP9 ANK1 ANK2 ANK3 ARC ATAD1 ATP2B2 ATP6AP2 CACNA1C CACNG2 CACNG3 CACNG4 CACNG5 CACNG7 CACNG8 CBLN1 CDH10 CDH9 CHRM1 CHRM2 CHRM3 CHRM4 CHRM5 CHRNA1 CHRNA10 CHRNA2 CHRNA3 CHRNA4 CHRNA5 CHRNA6 CHRNA7 CHRNA9 CHRNB1 CHRNB2 CHRNB3 CHRNB4 CHRND CHRNE CHRNG CLSTN1 CLSTN2 CLSTN3 CNIH2 CNIH3 CNKSR2 CNTN1 CNTN2 COL13A1 CRKL CSPG5 CTNNB1 DAG1 DAGLA DBN1 DCC DDN DGKB DLG1 DLG2 DLG3 DLG4 DMD DNAJA3 DNM2 DNM3 DRD1 DRD2 DTNBP1 EFNB2 EFNB3 EPHA4 EPHB2 ERBB4 F2R FAIM2 FARP1 FBXO2 FBXO45 FLRT3 FMR1 FXYD6 GABBR1 GABBR2 GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRB1 GABRB2 GABRB3 GABRD GABRE GABRG1 GABRG2 GABRG3 GABRP GABRQ GABRR1 GABRR2 GABRR3 GLRA1 GLRA2 GLRA3 GLRB GPHN GPR158 GPR179 GRIA1 GRIA2 GRIA3 GRIA4 GRID1 GRID2 GRID2IP GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B GRIP1 GRIP2 GRM1 GRM3 GRM5 GRM7 GSG1L HCN1 HIP1 HSPA8 HTR2A HTR3A HTR3B HTR5A IGSF21 IGSF9B IL1RAPL1 IQSEC3 ITGA3 ITGA5 ITGA8 ITGB3 KCNA1 KCNA2 KCNA3 KCNB1 KCNC1 KCNC2 KCNC3 KCNC4 KCND1 KCND2 KCND3 KCNH1 KCNJ2 KCNJ4 KCNMA1 KCTD12 KCTD16 KCTD8 LHFPL4 LIN7A LIN7B LIN7C LPAR1 LRFN1 LRFN2 LRFN3 LRFN4 LRFN5 LRRC4 LRRC4B LRRC4C LRRC7 LRRTM1 LRRTM2 LRRTM3 LRRTM4 MAGEE1 MUSK NECTIN3 NETO1 NETO2 NLGN1 NLGN2 NLGN3 NLGN4X NLGN4Y NRCAM NRP1 NRP2 NSG1 OPRD1 OPRK1 P2RX1 P2RX6 P2RY1 PCDH17 PCDH8 PCDHB13 PDLIM4 PICALM PLPPR4 PRR7 PRRT1 PRRT2 PTPRO PTPRS PTPRT RAPSN RGS7BP RGS9 RNF10 RPH3A SCN8A SCRIB SEMA4B SEMA4C SEMA4F SHANK1 SHANK2 SHANK3 SHC4 SHISA6 SHISA7 SHISA8 SHISA9 SIGMAR1 SLC16A7 SLC30A1 SLC6A1 SLC6A11 SLC6A3 SLC6A4 SLC6A6 SLC6A9 SLC9A5 SLITRK1 SLITRK3 SNTA1 SORCS2 SORCS3 SRGAP2 SSPN STRN SYAP1 SYNDIG1 SYNE1 TAMALIN TENM2 TIAM1 TMUB1 TRAPPC4 TRPV1 UTRN ZC4H2 GOCC_POSTSYNAPTIC_RECYCLING_ENDOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_POSTSYNAPTIC_RECYCLING_ENDOSOME ABHD17A AKAP5 GRIPAP1 RAB11A RAB11FIP3 RAB4A STX12 ZDHHC2 GOCC_POSTSYNAPTIC_SPECIALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_POSTSYNAPTIC_SPECIALIZATION ABHD17A ABHD17B ABHD17C ABI1 ABI3 ACTN2 ADAM10 ADCY1 ADCY8 ADD1 ADD2 ADD3 ADGRA1 ADGRB1 ADGRB3 ADRA2A AKAP5 AKAP9 ALS2 ANKS1B ARC ARF1 ARHGAP32 ARHGAP44 ARHGEF9 ATP1A1 ATP2B2 ATP7A AURKA BAALC BAIAP2 BCR BMPR2 BNIP3 BSN CABP1 CACNA1C CACNG2 CACNG3 CACNG4 CACNG5 CACNG7 CACNG8 CADM1 CAMK2A CAMK2N1 CAP2 CAPZB CDH10 CDH2 CDK5 CDK5R1 CDKL5 CHMP2B CHRM1 CHRNA1 CHRNA10 CHRNA3 CHRNA7 CHRNB1 CHRNB2 CHRND CLSTN1 CLSTN2 CLSTN3 CNIH2 CNKSR2 CPEB1 CPEB3 CPEB4 CRIPT CTNNB1 CTNND1 CTNND2 DAGLA DAPK1 DBN1 DBNL DCC DCLK1 DGCR8 DGKI DISC1 DLG1 DLG2 DLG3 DLG4 DLG5 DLGAP1 DLGAP2 DLGAP3 DLGAP4 DMTN DNAJB1 DNAJC6 DNM2 DNM3 DROSHA DRP2 DTNB DTNBP1 DVL1 EEF2K EFNB2 EFNB3 EGLN1 EIF3A EIF3E EPHA4 EPS8 ERBB4 ERBIN FABP5 FAM81A FBXO45 FLRT3 FMR1 FXR1 FXR2 FYN GABRA2 GABRA4 GABRA5 GABRB1 GABRB2 GAP43 GIT1 GLRB GNG3 GOPC GPER1 GPHN GRIA1 GRIA2 GRIA3 GRIA4 GRID1 GRID2 GRID2IP GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B GRIP1 GRIP2 GRM1 GRM3 GRM5 GSG1L HIP1R HNRNPD HNRNPH2 HOMER1 HOMER2 HOMER3 HSPA8 HTR5A IGSF11 IGSF9B INPP4A INSYN1 INSYN2A INSYN2B IQSEC1 IQSEC3 ITGA8 ITPR1 KALRN KCNB1 KCND2 KCND3 KCNH1 KLHL17 KPNA1 LHFPL4 LIN7A LIN7B LIN7C LRFN1 LRFN3 LRFN4 LRFN5 LRP4 LRRC4 LRRC4B LRRC4C LRRC7 LRRTM1 LRRTM2 LRRTM3 LYN LZTS1 LZTS3 MAGI2 MAP1B MAPK8IP2 MINK1 MPDZ MPP2 MTMR2 NCK2 NCS1 NECTIN3 NEFH NETO1 NETO2 NEURL1 NGFR NLGN1 NLGN2 NLGN4X NLGN4Y NOS1 NPTN NRCAM NSF NSMF NTRK2 OPRD1 P2RX6 P2RY1 PAK2 PAK3 PAK6 PALM PCBP1 PCBP2 PCLO PDE4B PDLIM5 PDPK1 PHB2 PICK1 PJA2 PKP4 PLEKHA5 PLPPR4 PPFIA2 PPP1R9A PPP1R9B PRKCG PRKCZ PRKN PRNP PRR12 PRR7 PRRT1 PRRT2 PSD PSD3 PTEN PTK2B PTPRO PTPRS PTPRT RAB8A RAPSN RGS14 RGS7BP RGS9 RHEB RNF10 RNF112 RPL12 RPL14 RPL30 RPL38 RPL6 RPL7 RPL8 RPLP0 RPS13 RPS14 RPS18 RPS19 RPS25 RPS27 RPS3 RTN1 RTN3 RTN4 RUSC1 SAMD14 SCN8A SCRIB SEMA4B SEMA4C SEMA4F SEPTIN11 SH2D5 SH3GL3 SHANK1 SHANK2 SHANK3 SHISA6 SHISA7 SHISA8 SHISA9 SIGMAR1 SIPA1L1 SLC16A7 SLC30A1 SLC6A9 SLC8A1 SLC8A2 SLC8A3 SLITRK1 SLITRK3 SORCS2 SORCS3 SPOCK1 SPTBN1 SRC SRCIN1 SRGAP2 SRGN STRN SYN1 SYN2 SYN3 SYNDIG1 SYNGAP1 SYNPO SYT11 TAMALIN TANC1 TIAM1 TMEM108 TNIK TSC1 TSC2 USP50 USP8 VHL VPS35 ZDHHC15 ZDHHC2 ZDHHC5 GOCC_POSTSYNAPTIC_SPECIALIZATION_INTRACELLULAR_COMPONENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_POSTSYNAPTIC_SPECIALIZATION_INTRACELLULAR_COMPONENT ACTN2 BAIAP2 CDKL5 CRIPT CTNNB1 CTNND1 FAM81A GRID2IP GRIP2 LYN PRR7 PSD PTK2B SH3GL3 SRC SRGN TNIK ZDHHC5 GOCC_POSTSYNAPTIC_SPECIALIZATION_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_POSTSYNAPTIC_SPECIALIZATION_MEMBRANE ABHD17A ABHD17B ABHD17C ACTN2 ADCY1 ADGRB3 ADRA2A AKAP9 ARC ATP2B2 CACNA1C CACNG2 CACNG3 CACNG4 CACNG5 CACNG7 CACNG8 CDH10 CHRM1 CHRNA1 CHRNA10 CHRNA7 CHRNB1 CHRNB2 CHRND CLSTN2 CLSTN3 CNKSR2 DAGLA DCC DLG1 DLG2 DLG3 DLG4 EFNB2 EFNB3 EPHA4 ERBB4 GABRA2 GABRA4 GABRA5 GABRB1 GABRB2 GPHN GRIA1 GRIA2 GRIA3 GRIA4 GRID1 GRID2 GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B GRM1 GRM5 GSG1L HSPA8 HTR5A ITGA8 KCNB1 KCND2 KCND3 KCNH1 LIN7A LIN7B LIN7C LRFN1 LRFN3 LRFN4 LRFN5 LRRC4 LRRC4B LRRC4C LRRTM1 LRRTM2 LRRTM3 NECTIN3 NETO1 NETO2 NLGN1 NLGN2 NLGN4X NLGN4Y NRCAM OPRD1 P2RX6 PLPPR4 PRR7 PRRT1 PRRT2 PTPRO PTPRS PTPRT RAPSN RGS7BP RGS9 RNF10 SCN8A SCRIB SEMA4B SEMA4C SEMA4F SHISA6 SHISA7 SHISA9 SIGMAR1 SLC16A7 SLC30A1 SLITRK1 SLITRK3 SORCS2 SORCS3 SYNDIG1 TIAM1 GOCC_POST_MRNA_RELEASE_SPLICEOSOMAL_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_POST_MRNA_RELEASE_SPLICEOSOMAL_COMPLEX CCDC12 CRNKL1 CWF19L1 CWF19L2 GCFC2 ISY1 SYF2 TFIP11 XAB2 YJU2B GOCC_POTASSIUM_CHANNEL_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_POTASSIUM_CHANNEL_COMPLEX ABCB8 ABCC8 ABCC9 AKAP9 CALM1 CALM2 CALM3 CCDC51 CNTNAP2 DPP10 DPP6 GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 HCN1 HCN2 HCN3 HCN4 KCNA1 KCNA10 KCNA2 KCNA3 KCNA4 KCNA5 KCNA6 KCNA7 KCNAB1 KCNAB2 KCNAB3 KCNB1 KCNB2 KCNC1 KCNC2 KCNC3 KCNC4 KCND1 KCND2 KCND3 KCNE1 KCNE2 KCNE5 KCNF1 KCNG1 KCNG2 KCNG3 KCNG4 KCNH1 KCNH2 KCNH4 KCNIP1 KCNIP2 KCNIP3 KCNIP4 KCNJ11 KCNJ14 KCNJ16 KCNJ2 KCNJ3 KCNJ4 KCNJ5 KCNJ6 KCNJ8 KCNK1 KCNK2 KCNK4 KCNK6 KCNMA1 KCNMB1 KCNMB2 KCNMB3 KCNMB4 KCNN1 KCNN4 KCNQ1 KCNQ2 KCNQ3 KCNQ4 KCNQ5 KCNS1 KCNS2 KCNS3 KCNV1 KCNV2 LRRC26 LRRC38 LRRC52 LRRC55 SLC5A3 GOCC_PRC1_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PRC1_COMPLEX BMI1 CBX2 CBX4 CBX6 CBX7 CBX8 PCGF1 PCGF2 PCGF3 PCGF5 PCGF6 PHC1 PHC2 PHC3 RING1 RNF2 GOCC_PRECATALYTIC_SPLICEOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PRECATALYTIC_SPLICEOSOME BUD13 CWC22 CWC27 DHX16 EFTUD2 IK LSM2 LSM3 LSM4 LSM5 LSM6 LSM7 LSM8 MAGOHB MFAP1 PHF5A PRPF3 PRPF31 PRPF38A PRPF38B PRPF4 PRPF6 PRPF8 RBMX2 RNF113A SART1 SF3A1 SF3A2 SF3A3 SF3B1 SF3B2 SF3B3 SF3B4 SF3B5 SF3B6 SMU1 SNIP1 SNRNP200 SNRPA1 SNRPB SNRPB2 SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SNRPGP15 SNU13 SRRM2 TXNL4A WBP4 ZMAT2 GOCC_PREFOLDIN_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PREFOLDIN_COMPLEX PDRG1 PFDN1 PFDN2 PFDN4 PFDN5 PFDN6 VBP1 GOCC_PRERIBOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PRERIBOSOME AATF BMS1 BOP1 BYSL C1orf131 DCAF13 DHX37 DIMT1 DNTTIP2 EBNA1BP2 EIF6 EMG1 ENSG00000275464 EXOSC10 FBL FBLL1 FCF1 FTSJ3 HEATR1 IMP3 IMP4 KRI1 KRR1 LAS1L LTV1 MAK16 MDN1 MPHOSPH10 MRTO4 NAT10 NGDN NIP7 NOB1 NOC2L NOC4L NOL10 NOL6 NOL7 NOP14 NOP56 NOP58 NOP9 NSA2 PDCD11 PES1 PNO1 PPAN PRKDC PWP2 RCL1 RIOK1 RIOK2 RIOK3 RPF1 RPS11 RPS12 RPS13 RPS14 RPS15A RPS16 RPS17 RPS19 RPS19BP1 RPS23 RPS24 RPS27 RPS27A RPS28 RPS3A RPS4X RPS5 RPS6 RPS7 RPS8 RPS9 RRP1 RRP15 RRP1B RRP36 RRP7A RRP7BP RRP9 RRS1 RSL1D1 SLX9 SNU13 SRFBP1 TBL3 TSR1 UTP11 UTP14A UTP14C UTP15 UTP18 UTP20 UTP23 UTP25 UTP3 UTP4 UTP6 WDR12 WDR3 WDR36 WDR43 WDR46 WDR74 WDR75 XRCC5 ZNF622 GOCC_PRERIBOSOME_LARGE_SUBUNIT_PRECURSOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PRERIBOSOME_LARGE_SUBUNIT_PRECURSOR BOP1 EBNA1BP2 EIF6 FTSJ3 LAS1L MAK16 MDN1 MRTO4 NIP7 NOC2L NSA2 PES1 PPAN RPF1 RRP15 RRS1 WDR12 WDR74 ZNF622 GOCC_PRERIBOSOME_SMALL_SUBUNIT_PRECURSOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PRERIBOSOME_SMALL_SUBUNIT_PRECURSOR BYSL FTSJ3 LTV1 NOB1 NOC4L NOP14 NOP9 RIOK1 RIOK2 RIOK3 RRP1 RRP1B SLX9 TSR1 UTP20 GOCC_PRESPLICEOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PRESPLICEOSOME LSM7 LUC7L LUC7L2 LUC7L3 PRPF39 PRPF40A PRPF40B SF3A1 SF3A2 SF3B1 SNRNP70 SNRPB SNRPC SNRPG SNRPGP15 SNRPN U2AF2 GOCC_PRESYNAPSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PRESYNAPSE AAK1 ABCC8 ACTB ACTG1 ADAM11 ADAM23 ADCY1 ADCY8 ADGRL1 ADORA1 ADORA2A ADORA2B ADORA3 ADRA2A AMPH ANO1 AP1G1 AP2B1 AP2M1 AP2S1 AP3B2 AP3D1 AP3M2 AP3S1 AP3S2 APBA1 APBA2 APH1A APP APPL1 ARF6 ARFGEF2 ARHGAP44 ARL6IP5 ASIC1 ATCAY ATP2B1 ATP2B2 ATP2B3 ATP2B4 ATP6AP1 ATP6AP2 ATP6V0A1 ATP6V0A4 ATP6V0C ATP6V0D1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1D ATP6V1E1 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1H ATP8A1 BACE1 BAIAP2 BAIAP3 BCL2L1 BDNF BIN1 BLOC1S6 BLTP1 BORCS5 BRAF BRSK1 BSN BTBD8 C1QL1 C9orf72 CABP4 CACNB2 CACNB4 CAD CADPS CADPS2 CALB1 CALB2 CALCA CANX CASK CASR CBARP CDH10 CDH2 CDH8 CDH9 CDHR3 CDK16 CDK5 CDK5R1 CHRM1 CHRM2 CHRNA5 CHRNA6 CHRNA7 CHRNB2 CHRNB3 CLCN3 CLCN4 CLCN5 CLN3 CLN8 CLTA CLTB CNGB1 CNR1 CNTN1 CNTN5 CNTN6 CNTNAP1 CNTNAP4 COPS4 COPS5 CPLX1 CPLX2 CPLX3 CPLX4 CRHBP CRHR2 CTBP1 CTBP2 CTNNB1 CTNND1 CTTNBP2 CYFIP1 CYP46A1 DBNL DENND1A DGKI DGKQ DISC1 DLG4 DMXL2 DNAJC5 DNAJC6 DNM1 DNM1L DNM2 DNM3 DNMBP DOC2A DOC2B DRD1 DRD2 DTNBP1 DVL1 DYSF EFNB3 EGFLAM ELK1 EPHA4 EPHB2 ERBB2 ERBB4 ERC1 ERC2 EXOC3 FBXL20 FBXO45 FCHO2 FER1L4 FER1L5 FLOT1 FLRT3 FMR1 FOSL1 FXR1 FXR2 FXYD6 FZD3 GABBR1 GABRA2 GABRA5 GABRB1 GABRR1 GAD1 GAD2 GAK GAP43 GDI1 GHRH GIPC1 GIT1 GIT2 GNB5 GPER1 GPM6A GPR158 GRAP GRIA1 GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 GRIN1 GRIN2A GRIN2D GRIN3A GRIPAP1 GRK2 GRK3 GRM2 GRM3 GRM4 GRM7 GSK3B GUCY1B1 HAP1 HCN1 HCN3 HCRT HIP1 HNRNPR HRH3 HSPA8 HTR1B HTR2A HTT ICA1 IGSF21 IL31RA IQSEC1 ITGA2 ITGA3 ITSN1 ITSN2 KCNA1 KCNA2 KCNA3 KCNA6 KCNC1 KCNC2 KCNC3 KCNC4 KCNH1 KCNJ10 KCNJ3 KCNJ8 KCNJ9 KCNK2 KCNK9 KCNQ5 KCTD12 KCTD16 KCTD8 KIF1B KIRREL3 LAMP1 LAMP5 LGI3 LIN7A LIN7B LIN7C LPAR1 LPAR2 LRFN2 LRFN3 LRRC4B LRRK2 MAL2 MCTP1 MCTP2 METTL5 MFF MICAL1 MME MT3 MTMR2 MYOF NAPA NCSTN NDEL1 NECTIN1 NEFL NF1 NGF NGFR NLGN1 NLGN2 NLGN3 NLGN4X NLGN4Y NMU NOG NPFF NPTN NPY5R NR4A1 NRXN1 NRXN2 NRXN3 NTF3 NTF4 NTNG1 NTNG2 NTRK2 NTS NTSR1 NUFIP1 OPHN1 OPRD1 OPRK1 OTOF P2RX1 P2RX4 P2RX7 P2RY1 P2RY4 PACSIN1 PARK7 PCDH17 PCDH8 PCLO PCSK1 PDE2A PDE4B PDLIM5 PDYN PDZD11 PENK PFN2 PHAF1 PHB2 PI4K2A PICALM PICK1 PIP5K1C PLD2 PNISR PNKD PNOC PPFIA1 PPFIA2 PPFIA3 PPFIA4 PPFIBP1 PPFIBP2 PPP1CA PPP1CC PPP3CC PPT1 PRKCB PRKCG PRKN PRNP PRRT1 PRRT2 PRSS12 PSEN1 PSEN2 PSENEN PTK2B PTPRD PTPRN PTPRN2 PTPRS RAB11B RAB12 RAB13 RAB26 RAB27B RAB33B RAB3A RAB3B RAB3C RAB3D RAB40A RAB40AL RAB40B RAB40C RAB5A RAB5B RAB6B RAB7A RAB8A RAB8B RABAC1 RAD51 RAP1A RGS7BP RGS9 RIMS1 RIMS2 RIMS3 RIMS4 RNF112 ROGDI ROR1 RPH3A RPH3AL RPL22 RTN4R SCAMP1 SCAMP5 SCGN SCN10A SCN2A SCN8A SCRIB SCRN1 SDCBP SEMA4C SEPTIN1 SEPTIN2 SEPTIN3 SEPTIN4 SEPTIN5 SEPTIN6 SEPTIN8 SH3GL1 SH3GL2 SH3GL3 SHANK2 SLC17A5 SLC17A6 SLC17A7 SLC17A8 SLC18A1 SLC18A2 SLC18A3 SLC18B1 SLC1A1 SLC1A2 SLC1A6 SLC22A1 SLC22A2 SLC22A3 SLC29A1 SLC29A4 SLC2A1 SLC2A13 SLC2A4 SLC30A10 SLC30A3 SLC32A1 SLC35D3 SLC35F1 SLC35G2 SLC40A1 SLC4A10 SLC4A8 SLC5A7 SLC6A1 SLC6A11 SLC6A12 SLC6A13 SLC6A17 SLC6A2 SLC6A3 SLC6A4 SLC6A5 SLC6A9 SLC8A1 SLC8A2 SLC8A3 SLC9B2 SMCR8 SNAP23 SNAP25 SNAP29 SNAP47 SNAP91 SNAPIN SNCA SNCAIP SNCB SNCG SNPH SNX4 SNX9 SPHK1 SPTBN2 SRCIN1 SRSF10 STON1 STON2 STX11 STX12 STX16 STX19 STX1A STX1B STX2 STX3 STX6 STX7 STXBP1 STXBP2 STXBP3 STXBP5 SV2A SV2B SV2C SVOP SYAP1 SYN1 SYN2 SYN3 SYNDIG1 SYNGR1 SYNGR2 SYNGR3 SYNGR4 SYNJ1 SYNJ2 SYNPR SYP SYPL1 SYPL2 SYT1 SYT10 SYT11 SYT12 SYT2 SYT4 SYT5 SYT6 SYT7 SYT8 SYT9 TANC1 TBC1D24 TH TMED9 TMEM163 TMEM230 TNIK TNN TOR1A TPBG TPRG1L TRAPPC4 TRIM9 TRIO TSPOAP1 TULP1 UCN UCN3 UNC13A UNC13B UNC13C USH2A VAC14 VAMP1 VAMP2 VPS18 VPS35 VPS45 VTI1A VTI1B WFS1 WNT3A WNT7A YWHAG YWHAH ZDHHC17 ZNF804A ZNRF1 ZNRF2 GOCC_PRESYNAPTIC_ACTIVE_ZONE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PRESYNAPTIC_ACTIVE_ZONE ADCY8 ADORA1 ADORA2A ADRA2A APBA1 APP ARHGAP44 ATP2B2 ATP2B4 BRSK1 BSN CDH10 CNTNAP1 CPLX3 CTBP1 CTBP2 CTNNB1 CTNND1 EGFLAM ERC1 ERC2 FLOT1 FZD3 GABRB1 GAD1 GPER1 GPM6A GRIA1 GRIN2D GRM7 GUCY1B1 HCN1 ITGA3 KCNJ8 LPAR2 LRFN3 NECTIN1 NTNG1 NTNG2 NUFIP1 P2RX1 P2RY1 P2RY4 PCLO PHB2 PNISR PPFIA1 PPFIA2 PPFIA3 PPFIA4 PPFIBP1 PPFIBP2 RAB3A RIMS1 RIMS2 RIMS3 RIMS4 SCN8A SHANK2 SLC17A7 SLC32A1 SNAP25 STX11 STX19 STX1A STX2 STX3 STXBP1 SV2A SYN1 SYP SYT11 TPRG1L TRIO UNC13A UNC13B UNC13C GOCC_PRESYNAPTIC_ACTIVE_ZONE_CYTOPLASMIC_COMPONENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PRESYNAPTIC_ACTIVE_ZONE_CYTOPLASMIC_COMPONENT BSN CTBP1 CTBP2 CTNNB1 CTNND1 ERC1 ERC2 GUCY1B1 PCLO PPFIA3 RIMS1 RIMS2 RIMS3 RIMS4 STXBP1 UNC13A UNC13B UNC13C GOCC_PRESYNAPTIC_ACTIVE_ZONE_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PRESYNAPTIC_ACTIVE_ZONE_MEMBRANE ADRA2A APBA1 ATP2B2 ATP2B4 CDH10 CPLX3 GABRB1 GPM6A GRIA1 GRIN2D HCN1 ITGA3 KCNJ8 LPAR2 LRFN3 NECTIN1 NTNG1 NTNG2 P2RX1 P2RY1 P2RY4 SCN8A SNAP25 STX11 STX19 STX1A STX2 STX3 STXBP1 SYT11 GOCC_PRESYNAPTIC_CYTOSKELETON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PRESYNAPTIC_CYTOSKELETON BSN ERC1 ERC2 NEFL PCLO RAD51 RIMS1 RIMS2 RIMS3 RIMS4 SEPTIN3 GOCC_PRESYNAPTIC_CYTOSOL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PRESYNAPTIC_CYTOSOL ARL6IP5 BAIAP2 CALB1 CTBP2 FBXO45 GDI1 HSPA8 HTT LRRK2 PNKD PRKCB PRKCG STXBP1 GOCC_PRESYNAPTIC_ENDOCYTIC_ZONE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PRESYNAPTIC_ENDOCYTIC_ZONE AP2M1 CLTA CLTB DNAJC6 DNM1 FCHO2 PACSIN1 PICALM SNAP91 GOCC_PRESYNAPTIC_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PRESYNAPTIC_MEMBRANE ADAM11 ADAM23 ADCY8 ADGRL1 ADORA1 ADORA2A ADORA3 ADRA2A AP2M1 APBA1 APH1A ATP2B1 ATP2B2 ATP2B3 ATP2B4 CASK CDH10 CDH9 CHRM1 CHRM2 CHRNA6 CHRNA7 CHRNB2 CLTA CLTB CNR1 CNTN1 CNTN5 CNTN6 CNTNAP4 CPLX3 CTNNB1 DENND1A DNAJC6 DNM1 DRD1 DRD2 EFNB3 EPHA4 EPHB2 ERBB2 ERBB4 ERC1 ERC2 EXOC3 FBXO45 FCHO2 FMR1 FOSL1 FXYD6 GABBR1 GABRA5 GABRB1 GABRR1 GAD2 GPER1 GPM6A GPR158 GRIA1 GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 GRIN2A GRIN2D GRIPAP1 GRM2 GRM3 HCN1 HIP1 HTR1B HTR2A IGSF21 IL31RA ITGA3 ITSN1 ITSN2 KCNA1 KCNA2 KCNA3 KCNC1 KCNC2 KCNC3 KCNC4 KCNH1 KCNJ3 KCNJ8 KCNJ9 KCNQ5 KCTD12 KCTD16 KCTD8 LPAR1 LPAR2 LRFN3 LRRC4B NCSTN NECTIN1 NLGN2 NPTN NRXN1 NRXN2 NRXN3 NTNG1 NTNG2 OPRD1 OPRK1 OTOF P2RX1 P2RY1 P2RY4 PCDH17 PCDH8 PDE2A PI4K2A PICALM PICK1 PPFIA2 PRRT2 PSEN1 PSEN2 PSENEN PTPRD PTPRS RGS7BP RGS9 RIMS1 RIMS2 RIMS3 RIMS4 SCN10A SCN2A SCN8A SCRIB SLC1A2 SLC1A6 SLC4A8 SLC5A7 SLC6A1 SLC6A11 SLC6A2 SLC6A3 SLC6A4 SLC6A5 SLC6A9 SNAP25 SNAP91 SNCAIP STX11 STX19 STX1A STX2 STX3 STXBP1 SYAP1 SYP SYT1 SYT11 SYT7 UNC13A UNC13B UNC13C ZDHHC17 ZNRF2 GOCC_PRE_SNORNP_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PRE_SNORNP_COMPLEX NOP56 NOP58 NUFIP1 PIH1D1 TAF9 ZNHIT3 ZNHIT6 GOCC_PROCENTRIOLE_REPLICATION_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PROCENTRIOLE_REPLICATION_COMPLEX CENPJ CEP152 CEP192 PLK4 SASS6 STIL GOCC_PRONUCLEUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PRONUCLEUS AKAP8 AURKA CBX1 CCNA2 CENPF DPPA3 EZH2 METTL23 PLCZ1 RIF1 SLC2A1 STPG4 TBP TET3 GOCC_PROTEASE_INHIBITOR_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PROTEASE_INHIBITOR_COMPLEX CARD16 CASP1 KLK8 PLAT PLAU SERPINA5 SERPINB6 SERPINE1 GOCC_PROTEASOME_ACCESSORY_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PROTEASOME_ACCESSORY_COMPLEX ADRM1 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 GOCC_PROTEASOME_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PROTEASOME_COMPLEX ADRM1 ECPAS HSPB1 PAAF1 PRICKLE1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RAD23A RAD23B TXNL1 UBE3A UBE3C UBQLN1 UBR1 UCHL5 USP14 VCP ZFAND2A GOCC_PROTEASOME_CORE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PROTEASOME_CORE_COMPLEX PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMF1 GOCC_PROTEASOME_CORE_COMPLEX_ALPHA_SUBUNIT_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PROTEASOME_CORE_COMPLEX_ALPHA_SUBUNIT_COMPLEX PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 GOCC_PROTEASOME_CORE_COMPLEX_BETA_SUBUNIT_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PROTEASOME_CORE_COMPLEX_BETA_SUBUNIT_COMPLEX PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 GOCC_PROTEASOME_REGULATORY_PARTICLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PROTEASOME_REGULATORY_PARTICLE ADRM1 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD6 PSMD7 PSMD8 PSMD9 GOCC_PROTEASOME_REGULATORY_PARTICLE_BASE_SUBCOMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PROTEASOME_REGULATORY_PARTICLE_BASE_SUBCOMPLEX PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD2 PSMD4 GOCC_PROTEASOME_REGULATORY_PARTICLE_LID_SUBCOMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PROTEASOME_REGULATORY_PARTICLE_LID_SUBCOMPLEX ADRM1 PSMD11 PSMD12 PSMD13 PSMD14 PSMD3 PSMD8 GOCC_PROTEIN_COMPLEX_INVOLVED_IN_CELL_ADHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PROTEIN_COMPLEX_INVOLVED_IN_CELL_ADHESION CD28 CD80 CTLA4 EMILIN1 EMILIN2 GLIPR1L1 ITGA1 ITGA10 ITGA11 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA6 ITGA7 ITGA8 ITGA9 ITGAD ITGAE ITGAL ITGAM ITGAV ITGAX ITGB1 ITGB2 ITGB3 ITGB4 ITGB5 ITGB6 ITGB7 ITGB8 ITGBL1 IZUMO1 JAM2 JAM3 LAMA1 LAMA2 LAMB1 LAMB2 LAMC1 LGALS1 LGALS2 LYN MMRN1 MMRN2 NID1 NLGN1 PLAU PLAUR PLP1 TNC TNN TNR TNXB TSPAN32 VTN GOCC_PROTEIN_COMPLEX_INVOLVED_IN_CELL_CELL_ADHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PROTEIN_COMPLEX_INVOLVED_IN_CELL_CELL_ADHESION GLIPR1L1 IZUMO1 LGALS1 LGALS2 NLGN1 GOCC_PROTEIN_COMPLEX_INVOLVED_IN_CELL_MATRIX_ADHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PROTEIN_COMPLEX_INVOLVED_IN_CELL_MATRIX_ADHESION EMILIN1 EMILIN2 LAMA1 LAMA2 LAMB1 LAMB2 LAMC1 MMRN1 MMRN2 NID1 PLAU PLAUR TNC TNN TNR TNXB VTN GOCC_PROTEIN_DNA_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PROTEIN_DNA_COMPLEX ACD ACTB ACTBL2 ACTG1 ACTL6A ACTL6B ACTL9 ACTR5 ACTR6 ACTR8 ADNP ADNP2 AEBP2 AFF4 AHCTF1 AHR AHRR AKAP8L AKIRIN1 AKIRIN2 ALKBH1 ALX1 ALX3 ALX4 ANAPC7 ANKRD17 ANKRD2 ANKRD31 ANP32E APTX AR ARGFX ARID1A ARID1B ARID2 ARID4A ARID4B ARNT ARNT2 ARRB1 ARX ASCL1 ASCL2 ASCL3 ASCL4 ASCL5 ASF1A ASF1B ASH2L ATF1 ATF2 ATF3 ATF4 ATF5 ATF6 ATF6B ATF7 ATOH1 ATOH7 ATOH8 ATRX ATXN7 ATXN7L3 BACH1 BACH2 BANF1 BARHL1 BARHL2 BARX1 BARX2 BASP1 BATF BATF2 BATF3 BAZ1A BAZ1B BAZ2A BBX BCAS3 BCL11A BCL11B BCL7A BCL7B BCL7C BEND3 BHLHA15 BHLHA9 BHLHE22 BHLHE23 BHLHE40 BHLHE41 BICRA BICRAL BMAL1 BMAL2 BMI1 BNC2 BORCS8-MEF2B BPTF BRD1 BRD7 BRD8 BRD9 BRF1 BRF2 BRMS1 BRMS1L BRPF1 BRPF3 BSX BUD31 C17orf49 C18orf25 CALCOCO1 CAMTA2 CAPN2 CASZ1 CBX1 CBX2 CBX3 CBX5 CBX6 CBX7 CBX8 CCAR2 CCND2 CDC45 CDCA5 CDK2AP1 CDK2AP2 CDK4 CDKN2A CDX1 CDX2 CDX4 CEBPA CEBPB CEBPD CEBPE CEBPG CECR2 CENPA CENPB CENPC CENPF CENPS CENPX CFDP1 CHAF1A CHAF1B CHD1 CHD2 CHD3 CHD4 CHD5 CHD6 CHD7 CHD8 CHEK1 CHMP2A CHMP7 CHRAC1 CIC CITED2 CLOCK COPS5 COPS9 CPSF6 CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 CREBBP CREBL2 CREBZF CREM CRX CSNK2A1 CSNK2A2 CSNK2B CSRNP1 CSRNP2 CSRNP3 CTC1 CTNNB1 CTR9 CUX1 CUX2 DBF4B DBP DBX1 DBX2 DDB2 DDIT3 DDX11 DDX21 DDX23 DEAF1 DEK DFFA DFFB DHX9 DLX1 DLX2 DLX3 DLX4 DLX5 DLX6 DMAP1 DMBX1 DMRT1 DMRT2 DMRT3 DMRTA1 DMRTA2 DMRTB1 DMRTC1 DMRTC1B DMRTC2 DNMT1 DNMT3A DNMT3L DNTT DONSON DPF1 DPF2 DPF3 DPRX DR1 DRGX DSCC1 DUXA DVL3 E2F1 E2F2 E2F3 E2F4 E2F5 E2F6 E2F7 E2F8 EBF1 EBF2 EBF3 EBF4 EGR1 EGR2 EGR3 EGR4 EHF EHMT1 EHMT2 EIF3E ELF1 ELF2 ELF3 ELF4 ELF5 ELK1 ELK3 ELK4 ELL EME1 EMX1 EMX2 EN1 EN2 ENC1 ENY2 EOMES EP300 EP400 EPAS1 EPC1 EPC2 ERCC3 ERCC6 ERF ERG ESCO1 ESCO2 ESR1 ESR2 ESRRA ESRRB ESRRG ESX1 ETS1 ETS2 ETV1 ETV3 ETV4 ETV5 ETV6 ETV7 EVX1 EVX2 EXOSC10 EXOSC3 EXOSC4 EXOSC5 EYA1 EZH1 EZH2 FAAP100 FAAP20 FAAP24 FAM111A FAM111B FAM47E FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FANK1 FBH1 FER FERD3L FEV FIGLA FIZ1 FLI1 FLYWCH1 FOS FOSB FOSL1 FOSL2 FOXA1 FOXA2 FOXA3 FOXB1 FOXB2 FOXC1 FOXC2 FOXD1 FOXD2 FOXD3 FOXD4 FOXD4L1 FOXD4L3 FOXD4L4 FOXD4L5 FOXD4L6 FOXE1 FOXE3 FOXF1 FOXF2 FOXG1 FOXH1 FOXI1 FOXI2 FOXJ1 FOXJ2 FOXJ3 FOXK1 FOXK2 FOXL1 FOXL2 FOXM1 FOXN1 FOXN2 FOXN3 FOXN4 FOXO1 FOXO3 FOXO4 FOXO6 FOXP1 FOXP2 FOXP3 FOXP4 FOXQ1 FOXR1 FOXR2 FOXS1 GABPA GATA1 GATA3 GATA4 GATA5 GATA6 GATAD2A GATAD2B GBX1 GBX2 GCM1 GCM2 GINS1 GINS2 GINS3 GINS4 GLYR1 GMEB1 GMEB2 GRHL1 GRHL2 GRHL3 GSC GSC2 GSX1 GSX2 GTF2A1 GTF2B GTF2H3 H1-0 H1-1 H1-10 H1-2 H1-3 H1-4 H1-5 H1-6 H1-7 H1-8 H1-9P H2AB1 H2AB2 H2AB3 H2AC1 H2AC11 H2AC12 H2AC13 H2AC15 H2AC16 H2AC17 H2AC18 H2AC19 H2AC20 H2AC21 H2AC25 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AL3 H2AX H2AZ1 H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC18 H2BC19P H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H2BK1 H2BN1 H2BW1 H2BW2 H3-3A H3-3B H3-4 H3-5 H3-7 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H3Y1 H3Y2 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C7 H4C8 H4C9 HAND1 HAND2 HAT1 HBP1 HCFC1 HDAC1 HDAC2 HDAC4 HDX HELLS HELT HES1 HES2 HES3 HES4 HES5 HES6 HES7 HESX1 HEY1 HEY2 HEYL HHEX HIC1 HIF1A HIF3A HIRA HLCS HLF HLX HMBOX1 HMGA1 HMGA2 HMGB2 HMGN1 HMGN2 HMGN3 HMGN4 HMGN5 HMGXB4 HMX1 HMX2 HMX3 HNF1A HNF1B HNF4A HNF4G HNRNPC HNRNPK HNRNPL HOMEZ HOPX HOXA1 HOXA10 HOXA11 HOXA13 HOXA2 HOXA3 HOXA4 HOXA5 HOXA6 HOXA7 HOXA9 HOXB1 HOXB13 HOXB2 HOXB3 HOXB4 HOXB5 HOXB6 HOXB7 HOXB8 HOXB9 HOXC10 HOXC11 HOXC13 HOXC4 HOXC5 HOXC6 HOXC8 HOXC9 HOXD1 HOXD10 HOXD11 HOXD12 HOXD13 HOXD3 HOXD4 HOXD8 HOXD9 HP1BP3 HPF1 HR HSF1 HSF2 HSF4 HSFX1 HSFX2 HSFX3 HSFY1 HSFY2 HTRA2 ICE1 ICE2 ID2 IKZF1 INCENP ING1 ING2 ING3 ING4 ING5 INO80 INO80B INO80C INO80D INO80E IPO4 IRF1 IRF2 IRF3 IRF4 IRF5 IRF6 IRF7 IRF8 IRF9 IRX1 IRX2 IRX3 IRX4 IRX5 IRX6 ISL1 ISL2 IST1 ISX JADE1 JADE2 JADE3 JAK2 JARID2 JDP2 JMJD1C JUN JUNB JUND JUP KANSL1 KANSL1L KANSL2 KANSL3 KAT14 KAT2A KAT2B KAT5 KAT6A KAT6B KAT7 KAT8 KDM1A KDM1B KDM3A KDM3B KDM4A KDM4B KDM4C KDM4D KDM4E KDM4F KDM5A KDM5B KDM5C KDM5D KIF22 KLF1 KLF10 KLF11 KLF12 KLF13 KLF14 KLF15 KLF16 KLF17 KLF2 KLF3 KLF4 KLF5 KLF6 KLF7 KLF8 KLF9 KLHDC3 KMT2E KMT5A KMT5C L3MBTL1 LBX1 LBX2 LDB1 LEF1 LEMD2 LEUTX LHX1 LHX2 LHX3 LHX4 LHX5 LHX6 LHX8 LHX9 LMX1A LMX1B LOXL2 LRWD1 LYL1 MACROH2A1 MACROH2A2 MAD2L2 MAEL MAF MAFA MAFB MAFF MAFK MAGED1 MAP3K7 MAU2 MAX MBD1 MBD2 MBD3 MBIP MBTD1 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCRS1 MEAF6 MECP2 MED1 MEF2A MEF2B MEF2C MEF2D MEIS1 MEIS2 MEIS3 MEN1 MEOX1 MEOX2 MESP1 MESP2 MGA MIS18A MITF MIXL1 MKX MLX MLXIP MLXIPL MNT MNX1 MORC2 MORC3 MORF4L1 MORF4L2 MPHOSPH8 MRGBP MSC MSGN1 MSH6 MSL1 MSL2 MSL3 MSL3P1 MSX1 MSX2 MTA1 MTA2 MTA3 MTBP MUC1 MXD1 MXD3 MXD4 MXI1 MYBBP1A MYC MYCL MYCN MYF5 MYF6 MYOCD MYOD1 MYOG MYT1 MYT1L NACC2 NANOG NAP1L1 NAP1L2 NAP1L3 NAP1L4 NASP NCAPD3 NCOA1 NCOA2 NCOA3 NCOR1 NCOR2 NCR1 NEDD4 NELFE NEUROD1 NEUROD2 NEUROD4 NEUROD6 NEUROG1 NEUROG2 NEUROG3 NFAT5 NFATC1 NFATC2 NFATC3 NFATC4 NFE2 NFE2L1 NFE2L2 NFE2L3 NFIA NFIB NFIC NFIL3 NFIX NFKB1 NFKB2 NFRKB NFX1 NFXL1 NFYA NFYB NFYC NHLH1 NHLH2 NIPBL NKX1-1 NKX1-2 NKX2-1 NKX2-2 NKX2-3 NKX2-4 NKX2-5 NKX2-6 NKX2-8 NKX3-1 NKX3-2 NKX6-1 NKX6-2 NKX6-3 NMNAT1 NOBOX NOTO NPAS1 NPAS2 NPAS3 NPAS4 NPM1 NPM2 NR0B1 NR0B2 NR1D1 NR1D2 NR1H2 NR1H3 NR1H4 NR1I2 NR1I3 NR2C1 NR2C2 NR2E1 NR2F6 NR3C1 NR3C2 NR4A1 NR4A2 NR4A3 NR5A1 NR5A2 NR6A1 NRIP1 NRL NSD1 NSD2 NSD3 NSMF NUCKS1 NUFIP1 NUPR1 OBI1 OGT OIP5 OLIG1 OLIG2 OLIG3 ONECUT1 ONECUT2 ONECUT3 ORC2 ORC3 ORC5 OSR1 OTP OTX1 OTX2 OVOL3 PADI2 PARK7 PARP1 PARPBP PAWR PAX1 PAX2 PAX3 PAX4 PAX5 PAX6 PAX7 PAX8 PAX9 PBRM1 PBX1 PBX2 PBX3 PBX4 PBXIP1 PCGF2 PCNA PDS5A PDS5B PDX1 PELP1 PGR PHC1 PHC2 PHF10 PHF12 PHF20 PHF20L1 PHOX2A PHOX2B PINK1 PITX1 PITX2 PITX3 PKNOX1 PLCB1 PLK1 PLK2 PML POGZ POLA1 POLA2 POLD1 POLD2 POLD3 POLD4 POLE3 POLE4 POLR2H POLR2M POT1 POTEE POTEF POTEI POTEJ POTEKP POU1F1 POU2F1 POU2F2 POU2F3 POU3F1 POU3F2 POU3F3 POU3F4 POU4F1 POU4F2 POU4F3 POU5F1B POU5F2 POU6F1 POU6F2 PPARA PPARD PPARG PPARGC1A PPP1R10 PPP4C PPP4R2 PPP4R3B PRAME PRDM10 PRIM1 PRIM2 PRKAA1 PRKDC PRM1 PRM2 PRM3 PRMT5 PROP1 PROX1 PROX2 PRRX1 PRRX2 PSIP1 PTF1A RAD21 RAD51 RAD51AP1 RAD52 RAG1 RAG2 RAN RARA RARB RARG RAX RAX2 RB1 RBBP4 RBBP7 RBL1 RBL2 RBMX RBPJ RBPJL RCC1 RECQL5 REL RELA RELB RFX1 RFX2 RFX3 RFX4 RFX5 RFX6 RFX7 RFX8 RHOXF1 RHOXF2 RHOXF2B RIF1 RING1 RNF2 RNF20 RNF40 RORA RORB RORC RPA1 RPA2 RPA3 RPA4 RPAP2 RPRD1A RPRD1B RPRD2 RRP1B RRP8 RSF1 RUNX1 RUNX2 RUNX3 RUVBL1 RUVBL2 RXRA RXRB RXRG SALL1 SALL4 SAP130 SAP30 SAP30L SATB1 SATB2 SCRT2 SCX SDR16C5 SET SETD1A SETD3 SETD5 SETSIP SF3B1 SF3B3 SF3B5 SFPQ SFR1 SGF29 SHLD1 SHLD2 SHLD3 SHOX SHOX2 SHPRH SIM1 SIM2 SIN3A SIN3B SINHCAF SIRT1 SIRT2 SIRT6 SIRT7 SIX1 SIX2 SIX3 SIX4 SIX5 SIX6 SKIC3 SKIC8 SLC5A8 SLF1 SLF2 SLX4 SMAD1 SMAD2 SMAD3 SMAD4 SMAD5 SMAD6 SMAD7 SMAD9 SMARCA1 SMARCA2 SMARCA4 SMARCA5 SMARCAD1 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMC2 SMC3 SMCR8 SNAI1 SNAI2 SOHLH1 SOHLH2 SOX1 SOX10 SOX11 SOX12 SOX13 SOX14 SOX15 SOX17 SOX18 SOX2 SOX21 SOX3 SOX30 SOX4 SOX5 SOX6 SOX7 SOX8 SOX9 SP1 SP2 SP3 SP4 SP5 SP6 SP7 SP8 SP9 SPDEF SPHK2 SPI1 SPIB SPIC SPRTN SRCAP SREBF1 SREBF2 SRF SRPK1 SRPK2 SRY SS18 SS18L1 SSRP1 ST18 STAG1 STAG2 STAG3 STAT1 STAT2 STAT3 STAT4 STAT5A STAT5B STAT6 STN1 SUDS3 SUPT16H SUPT20H SUPT20HL1 SUPT20HL2 SUPT3H SUPT7L SUV39H1 SUV39H2 SUZ12 SWI5 TADA1 TADA2A TADA2B TADA3 TAF1 TAF10 TAF12 TAF2 TAF4 TAF5 TAF5L TAF6 TAF6L TAF7 TAF9 TAF9B TAL1 TAL2 TARDBP TASOR TBP TBX1 TBX10 TBX15 TBX18 TBX19 TBX2 TBX20 TBX22 TBX3 TBX4 TBX5 TBX6 TBXT TCF12 TCF15 TCF21 TCF23 TCF3 TCF4 TCF7L2 TCFL5 TCP1 TEAD1 TEAD2 TEAD3 TEAD4 TEF TELO2 TEN1 TERF1 TERF2 TERF2IP TERT TET1 TFAP2A TFAP2B TFAP2C TFAP2D TFAP2E TFAP4 TFCP2 TFCP2L1 TFDP1 TFDP2 TFDP3 TFE3 TFEB TFEC TFPT TGIF1 TGIF2 TGIF2LX TGIF2LY TGM2 THAP1 THAP11 THAP5 THAP7 THRA THRB TIMELESS TINF2 TIPIN TLX1 TLX2 TLX3 TMPO TNKS1BP1 TNP1 TNP2 TOP1 TOX4 TP53 TP63 TP73 TPRX1 TREX1 TRIM24 TRIM28 TRPS1 TRRAP TSHZ1 TSHZ2 TSHZ3 TSIX TSPY1 TSPY10 TSPY2 TSPY26P TSPY3 TSPY4 TSPY8 TSPY9 TSPYL1 TSPYL2 TSPYL4 TSPYL5 TSPYL6 TTI1 TWIST1 UBE2A UBE2B UBP1 UBR2 UCHL5 UHRF1 UHRF2 UNCX UPF1 USF1 USF2 USP22 USP3 USP44 VAX1 VAX2 VDR VENTX VPS72 VRTN VSX1 VSX2 WAPL WBP2 WDR18 WDR43 WDR5 WDR76 WDR82 XPC XRCC1 XRCC5 XRCC6 YEATS2 YEATS4 YY1 ZBED1 ZBED2 ZBED3 ZBED4 ZBED6 ZBTB17 ZBTB18 ZBTB22 ZBTB32 ZBTB33 ZBTB34 ZBTB37 ZBTB43 ZBTB46 ZBTB5 ZBTB8B ZC3H6 ZC3H8 ZEB1 ZEB2 ZFHX2 ZFHX3 ZFHX4 ZFPM1 ZFPM2 ZFX ZFY ZGPAT ZHX1 ZHX2 ZHX3 ZMYND8 ZNF174 ZNF385A ZNF396 ZNF446 ZNF487 ZNF580 ZNF618 ZNF705A ZNF711 ZNF740 ZNF827 ZNHIT1 ZSCAN1 ZZZ3 GOCC_PROTEIN_FOLDING_CHAPERONE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PROTEIN_FOLDING_CHAPERONE_COMPLEX BAG2 BAG3 CCDC47 CCT2 CCT3 CCT4 CCT5 CCT6A CCT6B CCT7 CCT8 CCT8L1P CCT8L2 CDC37 DNAAF2 DNAJB11 DNAJC9 HSF1 HSP90AB1 HSPA8 HSPB8 PDRG1 PFDN2 PFDN6 PIH1D2 PPP5C PSMG1 PSMG2 PTGES3 RPAP3 RUVBL1 RUVBL2 SDF2 SDF2L1 SPAG1 STIP1 STUB1 TCP1 TSC1 URI1 UXT WDR83OS GOCC_PROTEIN_KINASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PROTEIN_KINASE_COMPLEX ACVR1 ACVR1B ACVR1C ACVR2A ACVR2B AKAP14 AKAP4 ATG101 ATG13 AZI2 BCCIP CAB39 CAB39L CCNA1 CCNA2 CCNB1 CCNB2 CCNB3 CCNC CCND1 CCND2 CCND3 CCNE1 CCNE2 CCNF CCNG1 CCNG2 CCNH CCNI CCNI2 CCNJ CCNJL CCNK CCNL1 CCNL2 CCNO CCNP CCNQ CCNT1 CCNT2 CCNY CDK1 CDK12 CDK13 CDK14 CDK16 CDK19 CDK2 CDK3 CDK4 CDK5 CDK5R1 CDK5R2 CDK6 CDK7 CDK8 CDK9 CDKN1A CDKN2D CHUK CKS1B CKS2 CNPPD1 CSNK2A1 CSNK2A2 CSNK2B DAPK1 DBF4 DBF4B ERC1 ERCC2 ERCC3 ERN1 GTF2H1 GTF2H2 GTF2H2C GTF2H2C_2 GTF2H3 GTF2H4 GTF2H5 IGF1R IKBKB IKBKE IKBKG INSR INSRR IRS1 LAS1L MAP3K5 MED12 MED13 MMS19 MNAT1 NEK10 NUAK1 NUAK2 PARD3 PARD6A PARD6B PARD6G PCNA PHKA1 PHKA2 PHKB PHKG1 PHKG2 PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKACA PRKACB PRKACG PRKAG1 PRKAG2 PRKAG3 PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCI PRKCZ PRKDC PSG9 PYCARD PYDC1 RB1CC1 SESN2 SMCR8 STING1 STK11 STRADA STRADB TANK TBK1 TBKBP1 TGFBR1 TGFBR2 TRAF3 TRIM40 TSSK1B TSSK2 TSSK3 TSSK6 ULK1 XRCC5 XRCC6 ZBTB7A GOCC_PROTEIN_LIPID_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PROTEIN_LIPID_COMPLEX APOA1 APOA2 APOA4 APOA5 APOB APOBR APOC1 APOC2 APOC3 APOC4 APOE APOF APOH APOL1 APOM APOO BIN1 CETP CLU DBI HDLBP HPR LCAT LDLR LIPC LPA LPL LSR MSR1 PCYOX1 PEX3 PLA2G7 PLTP PON1 SAA1 SAA2 SAA4 SELENOS VLDLR GOCC_PROTEIN_PHOSPHATASE_4_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PROTEIN_PHOSPHATASE_4_COMPLEX PPP4C PPP4R1 PPP4R2 PPP4R3A PPP4R3B PPP4R3C GOCC_PROTEIN_PHOSPHATASE_TYPE_1_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PROTEIN_PHOSPHATASE_TYPE_1_COMPLEX NCK1 PPP1CA PPP1CB PPP1CC PPP1R10 PPP1R12A PPP1R15A PPP1R15B PPP1R3A PPP1R3B PPP1R3C PPP1R3D PPP1R3E PPP1R3F PPP1R3G PPP1R9B SHOC2 TOX4 WDR82 GOCC_PROTEIN_PHOSPHATASE_TYPE_2A_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PROTEIN_PHOSPHATASE_TYPE_2A_COMPLEX NKD1 PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R2A PPP2R2B PPP2R2C PPP2R2D PPP2R3A PPP2R3B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PTPA GOCC_PROTON_TRANSPORTING_ATP_SYNTHASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PROTON_TRANSPORTING_ATP_SYNTHASE_COMPLEX ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5F1EP2 ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5MGL ATP5MJ ATP5MK ATP5PB ATP5PD ATP5PF ATP5PO DMAC2L MT-ATP6 MT-ATP8 GOCC_PROTON_TRANSPORTING_ATP_SYNTHASE_COMPLEX_CATALYTIC_CORE_F_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PROTON_TRANSPORTING_ATP_SYNTHASE_COMPLEX_CATALYTIC_CORE_F_1 ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5F1EP2 ATP5PO GOCC_PROTON_TRANSPORTING_ATP_SYNTHASE_COMPLEX_COUPLING_FACTOR_F_O https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PROTON_TRANSPORTING_ATP_SYNTHASE_COMPLEX_COUPLING_FACTOR_F_O ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5MGL ATP5PB ATP5PD ATP5PF ATP5PO DMAC2L MT-ATP6 MT-ATP8 GOCC_PROTON_TRANSPORTING_TWO_SECTOR_ATPASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PROTON_TRANSPORTING_TWO_SECTOR_ATPASE_COMPLEX ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5F1EP2 ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5MGL ATP5MJ ATP5MK ATP5PB ATP5PD ATP5PF ATP5PO ATP6AP1 ATP6AP2 ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1C2 ATP6V1D ATP6V1E1 ATP6V1E2 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1G3 ATP6V1H CCDC115 DMAC2L MT-ATP6 MT-ATP8 RNASEK TCIRG1 TMEM199 GOCC_PROTON_TRANSPORTING_TWO_SECTOR_ATPASE_COMPLEX_CATALYTIC_DOMAIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PROTON_TRANSPORTING_TWO_SECTOR_ATPASE_COMPLEX_CATALYTIC_DOMAIN ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5F1EP2 ATP5PO ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1C2 ATP6V1D ATP6V1E1 ATP6V1E2 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1H GOCC_PROTON_TRANSPORTING_TWO_SECTOR_ATPASE_COMPLEX_PROTON_TRANSPORTING_DOMAIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PROTON_TRANSPORTING_TWO_SECTOR_ATPASE_COMPLEX_PROTON_TRANSPORTING_DOMAIN ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5MGL ATP5PB ATP5PD ATP5PF ATP5PO ATP6AP2 ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 DMAC2L MT-ATP6 MT-ATP8 RNASEK TCIRG1 GOCC_PROTON_TRANSPORTING_V_TYPE_ATPASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PROTON_TRANSPORTING_V_TYPE_ATPASE_COMPLEX ATP6AP1 ATP6AP2 ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1C2 ATP6V1D ATP6V1E1 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1G3 ATP6V1H CCDC115 RNASEK TCIRG1 TMEM199 GOCC_PROTON_TRANSPORTING_V_TYPE_ATPASE_V0_DOMAIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PROTON_TRANSPORTING_V_TYPE_ATPASE_V0_DOMAIN ATP6AP2 ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 RNASEK TCIRG1 GOCC_PROTON_TRANSPORTING_V_TYPE_ATPASE_V1_DOMAIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PROTON_TRANSPORTING_V_TYPE_ATPASE_V1_DOMAIN ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1C2 ATP6V1D ATP6V1E1 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1H GOCC_PROXIMAL_DENDRITE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PROXIMAL_DENDRITE GIGYF2 GSK3A KCNB1 MAP2 RAB3IP SLC1A1 GOCC_PRP19_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PRP19_COMPLEX BCAS2 CDC5L CRNKL1 CTNNBL1 CWC15 HSPA8 ISY1 PLRG1 PRPF19 RBM22 SYF2 XAB2 GOCC_PSEUDOPODIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PSEUDOPODIUM ACTN1 ACTN2 ACTN3 ACTN4 ARRB1 CAPN2 CNP F2RL1 KLHL41 LDB3 MAPK1 MAPK3 MSN MYOZ1 PLA2G6 RAB25 RAF1 VAMP7 GOCC_PTW_PP1_PHOSPHATASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PTW_PP1_PHOSPHATASE_COMPLEX PPP1CA PPP1CB PPP1CC PPP1R10 PPP1R12A TOX4 WDR82 GOCC_PWP2P_CONTAINING_SUBCOMPLEX_OF_90S_PRERIBOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_PWP2P_CONTAINING_SUBCOMPLEX_OF_90S_PRERIBOSOME ENSG00000275464 PWP2 UTP18 UTP6 WDR3 WDR36 GOCC_P_BODY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_P_BODY AGO1 AGO2 AGO3 AGO4 AICDA AJUBA APOBEC3A APOBEC3B APOBEC3C APOBEC3D APOBEC3F APOBEC3G APOBEC3H BTBD1 BTBD2 C9orf72 CAPRIN1 CARHSP1 CNOT1 CNOT2 CNOT3 CNOT7 CNOT8 CNOT9 CPEB1 CSDE1 DCP1A DCP1B DCP2 DCPS DDX6 DIS3L2 EDC3 EDC4 EIF4E EIF4E2 EIF4ENIF1 ELAVL1 FAM184A GARRE1 HAX1 IGF2BP1 IGF2BP2 IGF2BP3 ISG20 LIMD1 LIN28A LSM1 LSM14A LSM2 LSM3 LSM4 LSM6 MEX3A MEX3B MOV10 NANOS2 NANOS3 NBDY NOCT PAN2 PAN3 PATL1 PATL2 PNRC1 PNRC2 POLR2G PSMA2 PSMA4 PSMA6 PSMC2 PSMC3 PUM1 RBPMS RC3H1 RC3H2 SAMD4A SAMD4B SHFL SQSTM1 SYNE1 TNRC6A TNRC6B TNRC6C TOP1 TRIM21 TRIM5 TRIM71 UBAP2 UPF1 WTIP XRN1 YTHDF1 YTHDF2 YTHDF3 ZC3H12A ZC3H12D ZFP36 ZFP36L1 GOCC_R2TP_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_R2TP_COMPLEX PIH1D1 PIH1D2 RPAP3 RUVBL1 RUVBL2 GOCC_RADIAL_SPOKE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_RADIAL_SPOKE CFAP206 RSPH1 RSPH4A RSPH6A RSPH9 GOCC_RAGULATOR_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_RAGULATOR_COMPLEX LAMTOR1 LAMTOR2 LAMTOR3 LAMTOR4 LAMTOR5 GOCC_RECEPTOR_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_RECEPTOR_COMPLEX ABCG5 ABCG8 ABHD12 ABHD6 ACVR1 ACVR1B ACVR1C ACVR2A ACVR2B ACVRL1 ADCYAP1R1 ADGRV1 ADRA2A ADRB2 ADRB3 AHR AHRR AIP ALK AMHR2 AMN APBB1IP APP ARNT ARNT2 AXL B2M BIRC2 BMAL1 BMAL2 BMP2 BMPR1A BMPR1B BMPR2 CACNG2 CACNG3 CACNG4 CACNG5 CACNG7 CACNG8 CALCR CALCRL CAPRIN2 CD14 CD200R1 CD247 CD36 CD3D CD3E CD3G CD4 CD40 CD44 CD74 CD79A CD79B CD8A CD8B CHRFAM7A CHRNA1 CHRNA2 CHRNA3 CHRNA4 CHRNA5 CHRNA6 CHRNA7 CHRNA9 CHRNB1 CHRNB2 CHRNB3 CHRNB4 CHRND CHRNE CHUK CNIH2 CNIH3 CNTFR CPT1C CR1L CR2 CRLF1 CRLF2 CSF1R CSF2 CSF2RA CSF2RB CSF3R CUBN DDR1 DDR2 DIABLO DLG3 DLG4 DRD1 DRD2 EBI3 EGFR EMILIN1 ENG EPHA1 EPHA2 EPHB4 EPS8 ERBB2 ERBB3 ERBB4 FCRL5 FGFR1 FGFR2 FGFR3 FGFR4 FLNA FLT1 FLT3 FLT4 FSHR GABBR1 GABBR2 GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRB1 GABRB2 GABRB3 GABRD GABRE GABRG1 GABRG2 GABRG3 GABRP GABRQ GABRR1 GABRR2 GABRR3 GFRA1 GFRA2 GFRA3 GFRA4 GFRAL GH1 GHR GP1BA GP1BB GP5 GP9 GPBAR1 GPR101 GPR119 GPR156 GPR160 GPR20 GPR37 GPR37L1 GPR61 GPR62 GPR63 GPR84 GPRC5A GPRC5B GPRC5C GPRC5D GRIA1 GRIA2 GRIA3 GRIA4 GRID2 GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B GRM1 GRM7 HFE HJV HSP90AB1 HSPD1 HTR1B HTR2A HTR2B HTR2C HTR3A HTR3B HTR3C HTR3D HTR3E HTRA2 IFNL1 IFNLR1 IGF1R IKBKB IL10RB IL11RA IL12B IL12RB1 IL12RB2 IL13RA1 IL13RA2 IL18R1 IL18RAP IL23R IL27RA IL2RA IL2RB IL2RG IL31RA IL3RA IL4R IL5RA IL6 IL6R IL6ST IMPG2 INSR INSRR IRS1 ITGA1 ITGA10 ITGA11 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA6 ITGA7 ITGA8 ITGA9 ITGAD ITGAE ITGAL ITGAM ITGAV ITGAX ITGB1 ITGB2 ITGB3 ITGB4 ITGB5 ITGB6 ITGB7 ITGB8 ITGBL1 ITLN1 ITPR2 ITPR3 JAK2 KCTD12 KCTD16 KCTD8 KDR KIT KLRC1 KLRC2 KLRC3 KLRD1 LDLR LEPR LHCGR LIFR LIME1 LOXL4 LRP1 LRP1B LRP2 LRP5 LRP8 LTK LY96 LYN MCOLN1 MERTK MET MST1R MTNR1A MTTP MUSK NBR1 NLGN1 NOTCH1 NOTCH2 NOTCH3 NPR1 NR1H3 NR1H4 NR3C2 NRP1 NRP2 NT5DC3 NTRK1 NTRK2 NTRK3 OLFM2 OLFM3 OLR1 OSMR P2RX2 P2RX3 P2RX6 PDGFRA PDGFRB PEX5L PIGR PKD1L3 PKD2L1 PLA2R1 PLP1 PLXDC1 PLXNA1 PLXNA2 PLXNA3 PLXNA4 PLXNB1 PLXNB2 PLXNB3 PLXNC1 PLXND1 PORCN PPARG PRLR PSG9 PTH1R PTK2B PTPN6 PTPRA PTPRB PTPRN2 PTPRQ RAMP1 RAMP2 RAMP3 RET RIPK1 RNF31 RNMT ROR1 ROR2 ROS1 RXRA RYK SCIMP SDCBP SHISA6 SHISA7 SHISA8 SHISA9 SKAP1 SLITRK5 SMAD3 STXBP5 SYK TAOK2 TAS1R2 TAS1R3 TEK TF TFR2 TFRC TGFBR1 TGFBR2 TGFBR3 TIE1 TLR1 TLR10 TLR2 TLR4 TLR6 TLR7 TM7SF2 TMIGD2 TNFRSF11B TNFRSF1A TNFRSF1B TRAC TRADD TRAF1 TRAF2 TRAF3 TRAF4 TRAF5 TRAF6 TRAJ3 TRAT1 TRAV1-1 TRAV1-2 TRAV10 TRAV12-1 TRAV12-2 TRAV12-3 TRAV13-1 TRAV13-2 TRAV14DV4 TRAV16 TRAV17 TRAV18 TRAV19 TRAV2 TRAV20 TRAV21 TRAV22 TRAV23DV6 TRAV24 TRAV25 TRAV26-1 TRAV26-2 TRAV27 TRAV29DV5 TRAV3 TRAV30 TRAV34 TRAV35 TRAV36DV7 TRAV38-1 TRAV38-2DV8 TRAV39 TRAV4 TRAV40 TRAV41 TRAV5 TRAV6 TRAV7 TRAV8-1 TRAV8-2 TRAV8-3 TRAV8-4 TRAV8-6 TRAV9-1 TRAV9-2 TRBC1 TRBC2 TRBD1 TRBJ1-1 TRBJ1-2 TRBJ1-3 TRBJ1-4 TRBJ1-5 TRBJ1-6 TRBJ2-1 TRBJ2-2 TRBJ2-3 TRBJ2-4 TRBJ2-5 TRBJ2-6 TRBJ2-7 TRBV10-1 TRBV10-2 TRBV10-3 TRBV11-1 TRBV11-2 TRBV11-3 TRBV12-3 TRBV12-4 TRBV12-5 TRBV13 TRBV14 TRBV16 TRBV17 TRBV18 TRBV19 TRBV2 TRBV20-1 TRBV23-1 TRBV24-1 TRBV25-1 TRBV27 TRBV28 TRBV29-1 TRBV3-1 TRBV30 TRBV4-1 TRBV4-2 TRBV5-1 TRBV5-3 TRBV5-4 TRBV5-5 TRBV5-6 TRBV5-7 TRBV6-1 TRBV6-4 TRBV6-5 TRBV6-6 TRBV6-7 TRBV6-8 TRBV7-1 TRBV7-2 TRBV7-3 TRBV7-4 TRBV7-6 TRBV7-7 TRBV7-9 TRBV9 TRDC TRDD1 TRDJ1 TRDV1 TRDV2 TRDV3 TRGC1 TRGC2 TRGV1 TRGV10 TRGV11 TRGV2 TRGV3 TRGV4 TRGV5 TRGV8 TRGV9 TRIL TRPC1 TRPV3 TSHR TSPAN32 TYK2 TYRO3 VDR VIPR1 VLDLR VWC2 VWC2L ZAP70 GOCC_RECYCLING_ENDOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_RECYCLING_ENDOSOME ABCB11 ABCG1 ABHD17A ABHD17B ABHD17C ACAP1 ACKR1 ACKR2 ACKR3 ACKR4 AKAP5 AMOTL2 ANK2 AP1G1 APP AQP2 ARF6 ARFGEF2 ARHGAP44 ATG9A ATG9B ATP11A ATP11B ATP11C ATP13A3 ATP13A4 ATP9A AVL9 B2M BACE1 BAIAP3 BOK C1orf210 C8orf44-SGK3 CD22 CD274 CFTR CLCN3 CLCN4 CLIP3 CLN3 CLTCL1 CMTM6 COMMD1 DENND2B DENND6A DENND6B DYNC1I1 EEA1 EHD1 EHD2 EHD3 EHD4 ENTR1 ENTREP1 FCHSD1 FCHSD2 FZD7 GGA3 GPER1 GPR161 GRIA1 GRIPAP1 HFE HLA-A HLA-B HLA-C HLA-E HLA-F HLA-G HLA-H INPP4A INPP5F ITGB1 ITSN1 KCNK1 LAMP5 LDLRAP1 LMTK2 LTF LZTR1 MCOLN2 MCTP1 MELTF MICALL1 MICALL2 MLC1 MYO5A MYO5B NDRG1 NEU3 NISCH NSG1 NTRK1 OPTN OR2A4 PACSIN2 PANK1 PDIA3 PDLIM4 PHETA1 PHETA2 PLA2G3 PLA2G5 PLEKHA3 PLEKHB2 PLEKHJ1 RAB10 RAB11A RAB11B RAB11FIP1 RAB11FIP2 RAB11FIP3 RAB11FIP4 RAB11FIP5 RAB12 RAB13 RAB14 RAB17 RAB25 RAB29 RAB35 RAB4A RAB4B RAB8A RAB8B RABEP1 RABGEF1 RAC1 RAN RAP2A RAP2B RAP2C RASSF9 RELCH REP15 RFFL RNF11 SCAMP1 SCAMP2 SCAMP3 SCAMP4 SCAMP5 SGK3 SLC11A2 SLC1A1 SLC26A7 SLC30A10 SLC31A1 SLC31A2 SLC36A2 SLC39A4 SLC9A3 SLC9A5 SLC9A6 SLC9A7 SLC9A9 SLC9B2 SNF8 SNX18 SORCS2 SORL1 ST8SIA2 STX12 STX6 STX7 STX8 SYT11 SYT5 TBC1D12 TBC1D14 TBC1D17 TF TFRC TMEM230 TMUB1 TNF TNIK TPCN1 TPP1 TUBA1A TUBG1 TUBGCP4 ULK1 UNC13D USP6 VAMP3 VAMP8 VIPAS39 VPS13B VPS16 VPS33B VPS50 VPS51 VPS52 VPS53 VTI1B WASH3P WASH6P WASHC1 WIPF3 ZDHHC2 ZFYVE27 GOCC_RECYCLING_ENDOSOME_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_RECYCLING_ENDOSOME_MEMBRANE ABCB11 ABHD17A ABHD17B ABHD17C ACAP1 ARF6 ATG9A ATG9B ATP11B ATP11C ATP13A3 ATP13A4 ATP9A B2M BAIAP3 BOK CD274 CFTR CLCN4 CLIP3 CMTM6 EHD1 EHD2 EHD3 EHD4 ENTREP1 FZD7 GGA3 GRIA1 GRIPAP1 HLA-A HLA-B HLA-C HLA-E HLA-F HLA-G HLA-H INPP4A LAMP5 LZTR1 MCOLN2 MICALL1 NDRG1 NEU3 NSG1 NTRK1 OPTN PACSIN2 PDIA3 PDLIM4 PLEKHB2 RAB10 RAB11A RAB11B RAB11FIP2 RAB11FIP3 RAB11FIP4 RAB11FIP5 RAB12 RAB13 RAB14 RAB17 RAB35 RAB4A RAB8A RAB8B RAC1 RAP2A RAP2B RAP2C RFFL SCAMP1 SCAMP2 SCAMP3 SCAMP4 SCAMP5 SLC11A2 SLC1A1 SLC26A7 SLC30A10 SLC31A1 SLC36A2 SLC39A4 SLC9A3 SLC9A5 SLC9A6 SLC9A7 SLC9A9 SLC9B2 SNX18 SORCS2 SORL1 STX12 STX6 SYT11 SYT5 TFRC TPCN1 VAMP3 VAMP8 VPS13B VTI1B WASH3P WASH6P WASHC1 ZDHHC2 ZFYVE27 GOCC_REPLICATION_FORK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_REPLICATION_FORK BAZ1B BCL6 BLM CAMSAP3 CARM1 CHEK1 DMAP1 DNMT1 DONSON EME1 EME2 ETAA1 H2AX HMCES MCM10 MCM3 MMS22L MRE11 MUS81 NBN PARP1 PCNA PIF1 POLA1 POLA2 POLD1 POLD2 POLD3 POLD4 POLH PRIM1 PRIM2 PRIMPOL RAD18 RAD51B RAD51C RAD51D RADX RECQL5 RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 RPA4 RTF2 SMARCA5 SMARCAD1 SMARCAL1 TEX264 TIMELESS TIPIN TONSL TP53 TP53BP1 TREX1 UBE2B UHRF1 WDHD1 WRN XRCC2 XRCC3 ZMIZ2 ZRANB3 GOCC_REPLISOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_REPLISOME DONSON MCM3 PCNA POLA1 POLA2 POLD1 POLD2 POLD3 POLD4 PRIM1 PRIM2 RPA1 RPA2 RPA3 RPA4 GOCC_RESPIRASOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_RESPIRASOME BCS1L C15orf48 C2orf69 COA6 COX15 COX4I1 COX4I2 COX5A COX5B COX6A1 COX6A2 COX6B1 COX6B2 COX6C COX7A1 COX7A2 COX7A2L COX7A2P2 COX7B COX7B2 COX7C COX8A COX8C CYC1 CYCS FOXRED1 HIGD1A HIGD2A MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MTCO2P12 NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA3 NDUFA4 NDUFA4L2 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFAF1 NDUFB1 NDUFB10 NDUFB11 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFC2-KCTD14 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 NNT RAB5IF SDHA SDHB SDHC SDHD STMP1 SURF1 TTC19 UQCC4 UQCR10 UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRFS1P1 UQCRH UQCRHL UQCRQ WDR93 GOCC_RESPIRATORY_CHAIN_COMPLEX_IV https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_RESPIRATORY_CHAIN_COMPLEX_IV C15orf48 COA6 COX4I1 COX4I2 COX5A COX5B COX6A1 COX6A2 COX6B1 COX6B2 COX6C COX7A1 COX7A2 COX7A2L COX7A2P2 COX7B COX7B2 COX7C COX8A COX8C MT-CO1 MT-CO2 MT-CO3 MTCO2P12 NDUFA4 NDUFA4L2 UQCRC2 UQCRFS1 GOCC_RETROMER_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_RETROMER_COMPLEX DENND4C SNX1 SNX12 SNX2 SNX3 SNX5 SNX6 TBC1D5 VPS26A VPS26B VPS29 VPS35 GOCC_RIBBON_SYNAPSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_RIBBON_SYNAPSE ATP2A2 ATP2B1 BSN CACNB2 CDH23 CPLX3 CTBP2 DAG1 DNM1 EGFLAM HSPA8 NLGN2 NPHP4 PACSIN1 SNAP25 GOCC_RIBONUCLEASE_MRP_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_RIBONUCLEASE_MRP_COMPLEX POP1 POP4 POP5 POP7 RMRP RPP25 RPP25L RPP30 RPP38 RPP40 GOCC_RIBONUCLEASE_P_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_RIBONUCLEASE_P_COMPLEX HSD17B10 POP1 POP4 POP5 POP7 PRORP RPP14 RPP21 RPP25 RPP30 RPP38 RPP40 RPPH1 TRMT10C GOCC_RIBONUCLEOPROTEIN_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_RIBONUCLEOPROTEIN_COMPLEX AAR2 AATF ACD ACTB ACTN4 ADAR AGO1 AGO2 AGO3 AGO4 AKAP17A AKAP8L ALYREF API5 APOBEC3F APOBEC3G AQR ARFGEF1 ARMC7 ARVCF ATXN2 AURKAIP1 BCAS2 BHLHE40-AS1 BMS1 BOP1 BRCA1 BTF3 BUD13 BUD31 BYSL C1orf131 C9orf78 CACTIN CALR CARMN CASC3 CBX5 CCDC12 CD2BP2 CDC40 CDC5L CELF1 CELF2 CELF3 CELF4 CELF5 CELF6 CHCHD1 CIRBP CLNS1A CPEB1 CPEB2 CPEB3 CPEB4 CPSF3 CPSF6 CRIPT CRNKL1 CSNK1E CTNNBL1 CWC15 CWC22 CWC25 CWC27 CWF19L1 CWF19L2 DAP3 DAZAP1 DCAF13 DCP2 DDX1 DDX17 DDX23 DDX39B DDX41 DDX46 DDX5 DDX6 DHX15 DHX16 DHX29 DHX32 DHX35 DHX37 DHX38 DHX8 DHX9 DICER1 DIMT1 DIS3L2 DKC1 DNAJC17 DNM3OS DNTTIP2 DQX1 DRG1 DYRK1A DYRK2 EBNA1BP2 EEF2 EEFSEC EFL1 EFTUD2 EIF1 EIF1AX EIF1B EIF2A EIF2AK4 EIF2S1 EIF3A EIF3B EIF3C EIF3CL EIF3D EIF3E EIF3F EIF3G EIF3H EIF3I EIF3J EIF3K EIF3L EIF3M EIF4A3 EIF4E EIF4G1 EIF4H EIF6 ELAVL1 ELAVL2 ELAVL3 ELAVL4 EMG1 ENSG00000275464 EPRS1 ERG ERI1 ESRP1 ESRP2 ESS2 EXOSC10 FAU FBL FBLL1 FCF1 FMR1 FRG1 FTSJ3 FXR1 FXR2 G3BP1 G3BP2 GADD45GIP1 GAPDH GAR1 GCFC2 GCN1 GEMIN2 GEMIN4 GJD2-DT GNL3L GPATCH1 GPKOW GRSF1 GTF3C1 HDLBP HEATR1 HEXIM1 HNRNPA0 HNRNPA1 HNRNPA1L2 HNRNPA1L3 HNRNPA2B1 HNRNPA3 HNRNPAB HNRNPC HNRNPCL1 HNRNPCL2 HNRNPD HNRNPF HNRNPH1 HNRNPH2 HNRNPH3 HNRNPK HNRNPL HNRNPLL HNRNPM HNRNPR HNRNPU HNRNPUL1 HOXA10-AS HSD17B10 HSF1 HSPA1A HSPA1B HSPA8 HTATSF1 IGF2BP1 IGHMBP2 IK ILF2 ILF3 IMP3 IMP4 IMPACT IQGAP1 ISY1 IVNS1ABP JAKMIP1 JMJD6 JRK KRI1 KRR1 L1TD1 LARP1 LARP4B LARP6 LARP7 LAS1L LGALS3 LIMD1 LIN28A LINC00461 LOC101929130 LRPPRC LRRK2 LSM1 LSM10 LSM11 LSM14A LSM14B LSM2 LSM3 LSM4 LSM5 LSM6 LSM7 LSM8 LTV1 LUC7L LUC7L2 LUC7L3 MAGOH MAGOHB MAK16 MCRS1 MDN1 MEG3 MEPCE MFAP1 MIR1-1 MIR1-2 MIR100 MIR101-1 MIR101-2 MIR103A1 MIR103A2 MIR103B1 MIR103B2 MIR105-1 MIR105-2 MIR106A MIR106B MIR107 MIR10A MIR10B MIR1178 MIR1180 MIR1183 MIR1185-1 MIR1185-2 MIR1197 MIR1207 MIR1208 MIR122 MIR1227 MIR1237 MIR124-1 MIR124-2 MIR124-3 MIR1249 MIR1251 MIR1253 MIR125A MIR125B1 MIR125B2 MIR126 MIR1265 MIR127 MIR1275 MIR128-1 MIR128-2 MIR1287 MIR129-1 MIR129-2 MIR1296 MIR1306 MIR1307 MIR130A MIR132 MIR133A1 MIR133A1HG MIR133A2 MIR133B MIR134 MIR135A1 MIR135A2 MIR135B MIR136 MIR137 MIR137HG MIR138-1 MIR138-2 MIR139 MIR140 MIR141 MIR142 MIR143 MIR144 MIR145 MIR146A MIR146B MIR147A MIR147B MIR148A MIR148B MIR149 MIR150 MIR152 MIR153-1 MIR153-2 MIR154 MIR155 MIR155HG MIR15A MIR15B MIR16-1 MIR16-2 MIR17 MIR17HG MIR181A1 MIR181A2 MIR181B2 MIR181C MIR1827 MIR183 MIR184 MIR185 MIR186 MIR187 MIR18A MIR18B MIR190A MIR190B MIR191 MIR1912 MIR192 MIR194-1 MIR194-2 MIR195 MIR196A1 MIR196A2 MIR196B MIR197 MIR198 MIR199A1 MIR199A2 MIR199B MIR19A MIR19B1 MIR19B2 MIR200A MIR200B MIR200C MIR202 MIR203A MIR203B MIR204 MIR205 MIR206 MIR20A MIR20B MIR21 MIR210 MIR211 MIR212 MIR214 MIR215 MIR216A MIR216B MIR217 MIR218-1 MIR218-2 MIR219A1 MIR219A2 MIR219B MIR22 MIR221 MIR222 MIR223 MIR224 MIR22HG MIR23A MIR23AHG MIR23B MIR24-1 MIR24-2 MIR25 MIR26A1 MIR26A2 MIR26B MIR27A MIR27B MIR296 MIR299 MIR29A MIR29B1 MIR29B2 MIR29B2CHG MIR29C MIR300 MIR302A MIR302B MIR302C MIR302D MIR3065 MIR3074 MIR30A MIR30B MIR30C1 MIR30C2 MIR30D MIR30E MIR31 MIR3120 MIR3142HG MIR3179-2 MIR3184 MIR32 MIR320A MIR320B1 MIR320B2 MIR320C1 MIR320C2 MIR320D1 MIR320D2 MIR320E MIR323A MIR323B MIR324 MIR326 MIR328 MIR329-1 MIR329-2 MIR330 MIR331 MIR335 MIR337 MIR338 MIR339 MIR33A MIR33B MIR342 MIR345 MIR346 MIR3529 MIR3591 MIR361 MIR362 MIR365A MIR365B MIR367 MIR3677HG MIR369 MIR370 MIR375 MIR376A2 MIR376B MIR376C MIR377 MIR381 MIR382 MIR383 MIR409 MIR410 MIR411 MIR423 MIR424 MIR425 MIR433 MIR448 MIR450A1 MIR450A2 MIR450B MIR452 MIR454 MIR455 MIR484 MIR485 MIR486-1 MIR486-2 MIR487A MIR487B MIR488 MIR489 MIR490 MIR491 MIR494 MIR495 MIR496 MIR497 MIR498 MIR499A MIR499B MIR500A MIR500B MIR501 MIR502 MIR503 MIR504 MIR505 MIR539 MIR541 MIR542 MIR543 MIR544A MIR548A3 MIR548AA2 MIR548AJ2 MIR548AZ MIR548D2 MIR548H2 MIR548H3 MIR548H4 MIR548M MIR548X2 MIR550A1 MIR550A2 MIR550A3 MIR550B1 MIR550B2 MIR551A MIR551B MIR552 MIR553 MIR556 MIR558 MIR569 MIR572 MIR573 MIR575 MIR576 MIR577 MIR578 MIR580 MIR581 MIR582 MIR584 MIR586 MIR589 MIR590 MIR592 MIR593 MIR598 MIR600 MIR601 MIR604 MIR605 MIR607 MIR609 MIR611 MIR612 MIR615 MIR618 MIR621 MIR624 MIR625 MIR626 MIR628 MIR631 MIR632 MIR636 MIR640 MIR642A MIR642B MIR643 MIR648 MIR653 MIR655 MIR656 MIR657 MIR661 MIR665 MIR671 MIR675 MIR676 MIR7-1 MIR7-2 MIR7-3 MIR711 MIR744 MIR761 MIR764 MIR770 MIR873 MIR874 MIR876 MIR877 MIR887 MIR889 MIR9-1 MIR9-2 MIR9-3 MIR920 MIR922 MIR92A1 MIR92A2 MIR93 MIR934 MIR936 MIR938 MIR939 MIR940 MIR942 MIR944 MIR96 MIR98 MIR99A MIR99B MIRLET7A1 MIRLET7A2 MIRLET7A3 MIRLET7B MIRLET7BHG MIRLET7C MIRLET7D MIRLET7E MIRLET7F1 MIRLET7F2 MIRLET7G MIRLET7I MKRN3 MPHOSPH10 MPV17L2 MRPL1 MRPL10 MRPL11 MRPL12 MRPL13 MRPL14 MRPL15 MRPL16 MRPL17 MRPL18 MRPL19 MRPL2 MRPL20 MRPL21 MRPL22 MRPL23 MRPL24 MRPL27 MRPL28 MRPL3 MRPL30 MRPL32 MRPL33 MRPL34 MRPL35 MRPL36 MRPL37 MRPL38 MRPL39 MRPL4 MRPL40 MRPL41 MRPL42 MRPL43 MRPL44 MRPL45 MRPL46 MRPL47 MRPL48 MRPL49 MRPL50 MRPL51 MRPL52 MRPL53 MRPL54 MRPL55 MRPL57 MRPL58 MRPL9 MRPS10 MRPS11 MRPS12 MRPS14 MRPS15 MRPS16 MRPS17 MRPS18A MRPS18B MRPS18C MRPS2 MRPS21 MRPS22 MRPS23 MRPS24 MRPS25 MRPS26 MRPS27 MRPS28 MRPS30 MRPS31 MRPS33 MRPS34 MRPS35 MRPS5 MRPS6 MRPS7 MRPS9 MRTO4 MSI1 MSI2 MTERF4 MTREX MVP MYH10 NAF1 NAT10 NCBP1 NCL NEAT1 NFATC2 NGDN NHP2 NIP7 NOB1 NOC2L NOC4L NOL10 NOL6 NOL7 NOP10 NOP14 NOP56 NOP58 NOP9 NPM1 NR0B1 NSA2 NSRP1 NSUN3 NSUN4 NUFIP1 NUFIP2 NUP62 NUP98 NVL OVAAL PA2G4 PABPC1 PABPC1L PABPC1L2A PABPC1L2B PABPC3 PABPC4 PABPC4L PABPC5 PABPN1 PARP4 PCBP1 PCBP2 PCBP3 PCBP4 PDCD11 PDCD7 PES1 PHAX PHF5A PIH1D1 PIH1D2 PKP1 PKP2 PKP3 PLRG1 PNN PNO1 PNPT1 POP1 POP4 POP5 POP7 PPAN PPIE PPIH PPIL1 PPIL2 PPIL3 PPP1R8 PPWD1 PRKDC PRKRA PRKRIP1 PRORP PRPF18 PRPF19 PRPF3 PRPF31 PRPF38A PRPF38B PRPF39 PRPF4 PRPF40A PRPF40B PRPF4B PRPF6 PRPF8 PSMA1 PSMA6 PTBP2 PTCD3 PTGES3 PUF60 PWP2 RACK1 RALY RBM12 RBM12B RBM14 RBM17 RBM22 RBM28 RBM3 RBM41 RBM42 RBM44 RBM45 RBM48 RBM5 RBM8A RBMS1 RBMS2 RBMS3 RBMX RBMX2 RBMXL1 RBMXL2 RBMXL3 RBMY1A1 RBMY1B RBMY1D RBMY1E RBMY1F RBMY1J RCL1 RHEB RIGI RIOK1 RIOK2 RIOK3 RMRP RN7SK RN7SL1 RN7SL2 RN7SL3 RNF113A RNF113B RNF135 RNPC3 RNU1-4 RNU11 RNU2-1 RNU4-1 RNU4-2 RNU4ATAC RNU5A-1 RNU5B-1 RNU5D-1 RNU5E-1 RNU5F-1 RNU6-1 RNU6-7 RNU6-9 RNU6ATAC RNVU1-1 RNVU1-14 RNVU1-15 RNVU1-17 RNVU1-19 RNVU1-2A RNVU1-3 RNVU1-4 RNVU1-6 RNVU1-7 RNVU1-8 RO60 RPF1 RPL10 RPL10A RPL10L RPL11 RPL12 RPL13 RPL13A RPL13AP3 RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL22L1 RPL23 RPL23A RPL24 RPL26 RPL26L1 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL36AL RPL37 RPL37A RPL37AP8 RPL38 RPL39 RPL39L RPL39P5 RPL3L RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL7L1 RPL8 RPL9 RPLP0 RPLP0P6 RPLP1 RPLP2 RPP14 RPP21 RPP25 RPP25L RPP30 RPP38 RPP40 RPPH1 RPS10 RPS10P5 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS19BP1 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS6KL1 RPS7 RPS8 RPS9 RPSA RPSA2 RRP1 RRP15 RRP1B RRP36 RRP7A RRP7BP RRP9 RRS1 RSL1D1 RUVBL1 RUVBL2 RWDD1 SART1 SCNM1 SECISBP2 SECISBP2L SF1 SF3A1 SF3A2 SF3A3 SF3B1 SF3B2 SF3B3 SF3B4 SF3B5 SF3B6 SLBP SLIRP SLU7 SLX9 SMG5 SMG6 SMG7 SMNDC1 SMU1 SNAP25-AS1 SND1 SNIP1 SNORA62 SNORA63 SNORA73A SNORA74A SNRNP200 SNRNP25 SNRNP27 SNRNP35 SNRNP40 SNRNP48 SNRNP70 SNRPA SNRPA1 SNRPB SNRPB2 SNRPC SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SNRPGP15 SNRPN SNU13 SNW1 SPACA6-AS1 SRA1 SREK1 SRFBP1 SRP14 SRP19 SRP54 SRP68 SRP72 SRP9 SRRM1 SRRM2 SRRT SRSF1 SSB STAU1 STAU2 SUGP1 SUZ12 SYF2 SYNCRIP TAF12-DT TAF9 TARBP2 TBL3 TDRD1 TEFM TEP1 TERC TERT TFIP11 TGS1 TIA1 TNRC6A TOP2A TOP2B TRA2A TRA2B TRIM21 TRMT10C TSR1 TSSC4 TTC9-DT TTF2 TXNL4A TXNL4B U2AF1 U2AF1L4 U2AF2 UBA52 UNK UPF1 UPF2 USP39 UTP11 UTP14A UTP14C UTP15 UTP18 UTP20 UTP23 UTP25 UTP3 UTP4 UTP6 VBP1 VIM WAC WBP4 WDR12 WDR3 WDR36 WDR43 WDR46 WDR74 WDR75 WDR83 WEE2-AS1 WRAP53 XAB2 XPO1 XPO5 XRCC5 YBX1 YJU2 YJU2B ZC3H14 ZC3H18 ZCCHC17 ZCCHC8 ZCRB1 ZFP36 ZFP36L1 ZFP36L2 ZMAT2 ZMAT5 ZNF622 ZNF827 ZNF830 ZNHIT3 ZNHIT6 ZRSR2 ZRSR2P1 GOCC_RIBONUCLEOPROTEIN_GRANULE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_RIBONUCLEOPROTEIN_GRANULE ACTB AGO1 AGO2 AGO3 AGO4 AICDA AJUBA ANKRD34A ANKRD34B ANKRD34C APOBEC3A APOBEC3B APOBEC3C APOBEC3D APOBEC3F APOBEC3G APOBEC3H ARC ASZ1 ATXN2 ATXN2L BARD1 BMAL1 BTBD1 BTBD2 C9orf72 CAPRIN1 CARHSP1 CASC3 CDC42 CDK9 CELF1 CIRBP CLOCK CMA1 CNOT1 CNOT2 CNOT3 CNOT7 CNOT8 CNOT9 CPEB1 CSDE1 CTSG CTSH DAZAP2 DCP1A DCP1B DCP2 DCPS DDX1 DDX19A DDX19B DDX25 DDX28 DDX3X DDX3Y DDX4 DDX6 DHX30 DHX36 DHX9 DIS3L2 DYNC1I1 DYRK3 EDC3 EDC4 EID1 EIF2S1 EIF3B EIF4E EIF4E2 EIF4EBP2 EIF4ENIF1 EIF4G1 ELAVL1 ENDOV EXD1 FAM184A FASTK FASTKD1 FASTKD2 FASTKD3 FASTKD5 FLG FMR1 FXR1 FXR2 G3BP1 G3BP2 GABPB1 GARRE1 GHR GIGYF2 GRB7 GRSF1 HABP4 HAX1 HELZ HELZ2 HENMT1 HIPK2 HNRNPK HNRNPL HNRNPU HOXD10 HSF1 IGF2BP1 IGF2BP2 IGF2BP3 INA IQGAP1 ISG20 KHNYN KPNB1 LARP1 LARP1B LARP4 LARP4B LIMD1 LIN28A LSM1 LSM14A LSM2 LSM3 LSM4 LSM6 MAEL MAP1LC3C MAPT MBNL1 MCRIP1 MCRIP2 MEX3A MEX3B MOV10 MOV10L1 MYH1 NANOS2 NANOS3 NBDY NCL NFKBIZ NOCT NSUN2 NUFIP2 NXF1 NYNRIN OGFOD1 PABPC1 PABPC1L PABPC1L2A PABPC1L2B PABPC3 PABPC4 PABPC4L PABPC5 PAN2 PAN3 PATL1 PATL2 PCBP1 PIWIL1 PIWIL2 PIWIL3 PIWIL4 PNRC1 PNRC2 POLDIP3 POLI POLR2G PPP6R2 PQBP1 PRKAA2 PRRC2C PSMA2 PSMA4 PSMA6 PSMC2 PSMC3 PUM1 PUM2 RAC1 RBFOX1 RBM20 RBM4 RBPMS RC3H1 RC3H2 RNF135 ROCK1 ROCK2 RPL28 RPL6 RPLP0 RPS4X RPS6 RPTOR RPUSD3 RPUSD4 SAMD4A SAMD4B SARNP SERPINB1 SHB SHFL SLC39A2 SMG1 SMN1 SMN2 SNCAIP SNRPB2 SNRPG SNRPGP15 SOCS1 SQSTM1 SSB STAU1 STAU2 SUMO1 SYMPK SYNE1 TAF5L TARDBP TBRG4 TDRD1 TDRD5 TDRD6 TDRD7 TDRD9 TDRKH TIA1 TIAL1 TNRC6A TNRC6B TNRC6C TOP1 TRIM21 TRIM25 TRIM5 TRIM71 TRUB2 TSTD1 TUBA1A TUBB TUT4 UBAP2 UBAP2L UHMK1 UPF1 UPF2 USP3 VCP WTIP XRN1 YBX1 YTHDC2 YTHDF1 YTHDF2 YTHDF3 ZAR1 ZAR1L ZC3H12A ZC3H12B ZC3H12C ZC3H12D ZFAND1 ZFP36 ZFP36L1 ZNFX1 GOCC_RIBOSE_PHOSPHATE_DIPHOSPHOKINASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_RIBOSE_PHOSPHATE_DIPHOSPHOKINASE_COMPLEX PRPS1 PRPS1L1 PRPS2 PRPSAP1 PRPSAP2 GOCC_RIBOSOMAL_SUBUNIT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_RIBOSOMAL_SUBUNIT AURKAIP1 CHCHD1 DAP3 DHX29 EIF2A FAU GADD45GIP1 IMP3 MPV17L2 MRPL1 MRPL10 MRPL11 MRPL12 MRPL13 MRPL14 MRPL15 MRPL16 MRPL17 MRPL18 MRPL19 MRPL2 MRPL20 MRPL21 MRPL22 MRPL23 MRPL24 MRPL27 MRPL28 MRPL3 MRPL30 MRPL32 MRPL33 MRPL34 MRPL35 MRPL36 MRPL37 MRPL38 MRPL39 MRPL4 MRPL40 MRPL41 MRPL42 MRPL43 MRPL44 MRPL45 MRPL46 MRPL47 MRPL48 MRPL49 MRPL50 MRPL51 MRPL52 MRPL53 MRPL54 MRPL55 MRPL57 MRPL58 MRPL9 MRPS10 MRPS11 MRPS12 MRPS14 MRPS15 MRPS16 MRPS17 MRPS18A MRPS18B MRPS18C MRPS2 MRPS21 MRPS22 MRPS23 MRPS24 MRPS25 MRPS26 MRPS27 MRPS28 MRPS30 MRPS31 MRPS33 MRPS34 MRPS35 MRPS5 MRPS6 MRPS7 MRPS9 MTERF4 NHP2 NPM1 NSUN3 NSUN4 PTCD3 RACK1 RPL10 RPL10A RPL10L RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL23 RPL23A RPL24 RPL26 RPL26L1 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL36AL RPL37 RPL37A RPL37AP8 RPL38 RPL39 RPL39L RPL39P5 RPL3L RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL7L1 RPL8 RPL9 RPLP0 RPLP0P6 RPLP1 RPLP2 RPS10 RPS10P5 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS7 RPS8 RPS9 RPSA RPSA2 RSL1D1 SNU13 UBA52 ZCCHC17 GOCC_RIBOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_RIBOSOME ABCE1 APEX1 APOD ASCC2 ASCC3 AURKAIP1 BTF3 CHCHD1 DAP3 DHX29 DHX9 DNAJC21 EEF1A1 EIF2A EIF2AK2 EIF2AK4 EIF3H ELAVL4 ETF1 FAU FUBP3 GADD45GIP1 GCN1 GSPT1 HBS1L HSPA14 HULC IMP3 LARP1 LARP4B LINC01004 LTN1 LZTS1-AS1 MPV17L2 MRPL1 MRPL10 MRPL11 MRPL12 MRPL13 MRPL14 MRPL15 MRPL16 MRPL17 MRPL18 MRPL19 MRPL2 MRPL20 MRPL21 MRPL22 MRPL23 MRPL24 MRPL27 MRPL28 MRPL3 MRPL30 MRPL32 MRPL33 MRPL34 MRPL35 MRPL36 MRPL37 MRPL38 MRPL39 MRPL4 MRPL40 MRPL41 MRPL42 MRPL43 MRPL44 MRPL45 MRPL46 MRPL47 MRPL48 MRPL49 MRPL50 MRPL51 MRPL52 MRPL53 MRPL54 MRPL55 MRPL57 MRPL58 MRPL9 MRPS10 MRPS11 MRPS12 MRPS14 MRPS15 MRPS16 MRPS17 MRPS18A MRPS18B MRPS18C MRPS2 MRPS21 MRPS22 MRPS23 MRPS24 MRPS25 MRPS26 MRPS27 MRPS28 MRPS30 MRPS31 MRPS33 MRPS34 MRPS35 MRPS5 MRPS6 MRPS7 MRPS9 MT3 MTERF4 MTG1 MTG2 NCK1 NDUFA7 NEMF NHP2 NPM1 NR0B1 NSUN3 NSUN4 NUFIP2 PELO PNPT1 PTCD3 RACK1 RNA5-8SN5 RNA5S1 RNA5S9 RNF10 RNF14 RNF25 RPL10 RPL10A RPL10L RPL11 RPL12 RPL13 RPL13A RPL13AP3 RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL22L1 RPL23 RPL23A RPL24 RPL26 RPL26L1 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL36AL RPL37 RPL37A RPL37AP8 RPL38 RPL39 RPL39L RPL39P5 RPL3L RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL7L1 RPL8 RPL9 RPLP0 RPLP0P6 RPLP1 RPLP2 RPS10 RPS10P5 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS6KL1 RPS7 RPS8 RPS9 RPSA RPSA2 RRBP1 RSL1D1 RSL24D1 SERP1 SF1 SNU13 SRP68 UBA52 USP10 ZCCHC17 ZNF598 GOCC_RIPOPTOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_RIPOPTOSOME CASP10 CASP8 CFLAR FADD RIPK1 TICAM1 GOCC_RISC_LOADING_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_RISC_LOADING_COMPLEX AGO1 AGO2 AGO3 AGO4 DHX9 DICER1 PRKRA TARBP2 GOCC_RNAI_EFFECTOR_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_RNAI_EFFECTOR_COMPLEX AGO1 AGO2 AGO3 AGO4 CARMN DCP2 DDX6 DHX9 DICER1 DNM3OS EIF4E HOXA10-AS LIMD1 LINC00461 MEG3 MIR1-1 MIR1-2 MIR100 MIR101-1 MIR101-2 MIR103A1 MIR103A2 MIR103B1 MIR103B2 MIR105-1 MIR105-2 MIR106A MIR106B MIR107 MIR10A MIR10B MIR1178 MIR1180 MIR1183 MIR1185-1 MIR1185-2 MIR1197 MIR1207 MIR1208 MIR122 MIR1227 MIR1237 MIR124-1 MIR124-2 MIR124-3 MIR1249 MIR1251 MIR1253 MIR125A MIR125B1 MIR125B2 MIR126 MIR1265 MIR127 MIR1275 MIR128-1 MIR128-2 MIR1287 MIR129-1 MIR129-2 MIR1296 MIR1306 MIR1307 MIR130A MIR132 MIR133A1 MIR133A1HG MIR133A2 MIR133B MIR134 MIR135A1 MIR135A2 MIR135B MIR136 MIR137 MIR137HG MIR138-1 MIR138-2 MIR139 MIR140 MIR141 MIR142 MIR143 MIR144 MIR145 MIR146A MIR146B MIR147A MIR147B MIR148A MIR148B MIR149 MIR150 MIR152 MIR153-1 MIR153-2 MIR154 MIR155 MIR155HG MIR15A MIR15B MIR16-1 MIR16-2 MIR17 MIR17HG MIR181A1 MIR181A2 MIR181B2 MIR181C MIR1827 MIR183 MIR184 MIR185 MIR186 MIR187 MIR18A MIR18B MIR190A MIR190B MIR191 MIR1912 MIR192 MIR194-1 MIR194-2 MIR195 MIR196A1 MIR196A2 MIR196B MIR197 MIR198 MIR199A1 MIR199A2 MIR199B MIR19A MIR19B1 MIR19B2 MIR200A MIR200B MIR200C MIR202 MIR203A MIR203B MIR204 MIR205 MIR206 MIR20A MIR20B MIR21 MIR210 MIR211 MIR212 MIR214 MIR215 MIR216A MIR216B MIR217 MIR218-1 MIR218-2 MIR219A1 MIR219A2 MIR219B MIR22 MIR221 MIR222 MIR223 MIR224 MIR22HG MIR23A MIR23AHG MIR23B MIR24-1 MIR24-2 MIR25 MIR26A1 MIR26A2 MIR26B MIR27A MIR27B MIR296 MIR299 MIR29A MIR29B1 MIR29B2 MIR29B2CHG MIR29C MIR300 MIR302A MIR302B MIR302C MIR302D MIR3065 MIR3074 MIR30A MIR30B MIR30C1 MIR30C2 MIR30D MIR30E MIR31 MIR3120 MIR3142HG MIR3179-2 MIR3184 MIR32 MIR320A MIR320B1 MIR320B2 MIR320C1 MIR320C2 MIR320D1 MIR320D2 MIR320E MIR323A MIR323B MIR324 MIR326 MIR328 MIR329-1 MIR329-2 MIR330 MIR331 MIR335 MIR337 MIR338 MIR339 MIR33A MIR33B MIR342 MIR345 MIR346 MIR3529 MIR3591 MIR361 MIR362 MIR365A MIR365B MIR367 MIR3677HG MIR369 MIR370 MIR375 MIR376A2 MIR376B MIR376C MIR377 MIR381 MIR382 MIR383 MIR409 MIR410 MIR411 MIR423 MIR424 MIR425 MIR433 MIR448 MIR450A1 MIR450A2 MIR450B MIR452 MIR454 MIR455 MIR484 MIR485 MIR486-1 MIR486-2 MIR487A MIR487B MIR488 MIR489 MIR490 MIR491 MIR494 MIR495 MIR496 MIR497 MIR498 MIR499A MIR499B MIR500A MIR500B MIR501 MIR502 MIR503 MIR504 MIR505 MIR539 MIR541 MIR542 MIR543 MIR544A MIR548A3 MIR548AA2 MIR548AJ2 MIR548AZ MIR548D2 MIR548H2 MIR548H3 MIR548H4 MIR548M MIR548X2 MIR550A1 MIR550A2 MIR550A3 MIR550B1 MIR550B2 MIR551A MIR551B MIR552 MIR553 MIR556 MIR558 MIR569 MIR572 MIR573 MIR575 MIR576 MIR577 MIR578 MIR580 MIR581 MIR582 MIR584 MIR586 MIR589 MIR590 MIR592 MIR593 MIR598 MIR600 MIR601 MIR604 MIR605 MIR607 MIR609 MIR611 MIR612 MIR615 MIR618 MIR621 MIR624 MIR625 MIR626 MIR628 MIR631 MIR632 MIR636 MIR640 MIR642A MIR642B MIR643 MIR648 MIR653 MIR655 MIR656 MIR657 MIR661 MIR665 MIR671 MIR675 MIR676 MIR7-1 MIR7-2 MIR7-3 MIR711 MIR744 MIR761 MIR764 MIR770 MIR873 MIR874 MIR876 MIR877 MIR887 MIR889 MIR9-1 MIR9-2 MIR9-3 MIR920 MIR922 MIR92A1 MIR92A2 MIR93 MIR934 MIR936 MIR938 MIR939 MIR940 MIR942 MIR944 MIR96 MIR98 MIR99A MIR99B MIRLET7A1 MIRLET7A2 MIRLET7A3 MIRLET7B MIRLET7BHG MIRLET7C MIRLET7D MIRLET7E MIRLET7F1 MIRLET7F2 MIRLET7G MIRLET7I NEAT1 PRKRA SND1 SPACA6-AS1 TARBP2 TNRC6A XPO5 GOCC_RNA_CAP_BINDING_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_RNA_CAP_BINDING_COMPLEX AGO2 CYFIP1 EIF4A1 EIF4A2 EIF4B EIF4E EIF4E1B EIF4E2 EIF4E3 EIF4EBP3 EIF4G1 EIF4G2 EIF4G3 EIF4H FMR1 NCBP1 NCBP2 NCBP2L NCBP3 RAMAC RAMACL RNMT GOCC_RNA_N6_METHYLADENOSINE_METHYLTRANSFERASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_RNA_N6_METHYLADENOSINE_METHYLTRANSFERASE_COMPLEX CBLL1 METTL14 METTL3 METTL4 RBM15 RBM15B VIRMA WTAP ZC3H13 GOCC_RNA_POLYMERASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_RNA_POLYMERASE_COMPLEX ATXN7 ATXN7L3 CCNH CDC73 CDK7 CRCP CTR9 ENY2 ERCC2 ERCC3 GTF2A1 GTF2A1L GTF2A2 GTF2B GTF2E1 GTF2E2 GTF2F1 GTF2F2 GTF2H1 GTF2H2 GTF2H2C GTF2H2C_2 GTF2H3 GTF2H4 GTF2H5 KAT2A LEO1 MCM3 MMS19 MNAT1 MYZAP PAAF1 PAF1 PEX2 POLA1 POLA2 POLR1A POLR1B POLR1C POLR1D POLR1E POLR1F POLR1G POLR1H POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2J2 POLR2J3 POLR2K POLR2L POLR2M POLR3A POLR3B POLR3C POLR3D POLR3E POLR3F POLR3G POLR3GL POLR3H POLR3K POLRMT PRIM1 PRIM2 PRIMPOL RMRP RPAP1 RTF1 SKIC8 SUPT3H TADA3 TAF1 TAF10 TAF11 TAF11L10 TAF11L11 TAF11L12 TAF11L13 TAF11L14 TAF11L2 TAF11L3 TAF11L4 TAF11L6 TAF11L7 TAF11L8 TAF11L9 TAF12 TAF13 TAF1L TAF2 TAF3 TAF4 TAF4B TAF5 TAF5L TAF6 TAF6L TAF7 TAF7L TAF8 TAF9 TAF9B TBP TBPL1 TCEA1 TENT2 TERT TRRAP USP22 ZNFX1 GOCC_RNA_POLYMERASE_III_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_RNA_POLYMERASE_III_COMPLEX CRCP POLR1C POLR1D POLR2E POLR2F POLR2H POLR2K POLR2L POLR3A POLR3B POLR3C POLR3D POLR3E POLR3F POLR3G POLR3GL POLR3H POLR3K GOCC_RNA_POLYMERASE_III_TRANSCRIPTION_REGULATOR_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_RNA_POLYMERASE_III_TRANSCRIPTION_REGULATOR_COMPLEX BDP1 BRF1 BRF2 GTF3C1 GTF3C2 GTF3C3 GTF3C4 GTF3C5 GTF3C6 GOCC_RNA_POLYMERASE_II_CORE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_RNA_POLYMERASE_II_CORE_COMPLEX POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2J2 POLR2J3 POLR2K POLR2L POLR2M GOCC_RNA_POLYMERASE_II_HOLOENZYME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_RNA_POLYMERASE_II_HOLOENZYME ATXN7 ATXN7L3 CCNH CDC73 CDK7 CTR9 ENY2 ERCC2 ERCC3 GTF2A1 GTF2A1L GTF2A2 GTF2B GTF2E1 GTF2E2 GTF2F1 GTF2F2 GTF2H1 GTF2H2 GTF2H2C GTF2H2C_2 GTF2H3 GTF2H4 GTF2H5 KAT2A LEO1 MMS19 MNAT1 MYZAP PAAF1 PAF1 PEX2 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2J2 POLR2J3 POLR2K POLR2L POLR2M RTF1 SKIC8 SUPT3H TADA3 TAF1 TAF10 TAF11 TAF11L10 TAF11L11 TAF11L12 TAF11L13 TAF11L14 TAF11L2 TAF11L3 TAF11L4 TAF11L6 TAF11L7 TAF11L8 TAF11L9 TAF12 TAF13 TAF1L TAF2 TAF3 TAF4 TAF4B TAF5 TAF5L TAF6 TAF6L TAF7 TAF7L TAF8 TAF9 TAF9B TBP TBPL1 TCEA1 TRRAP USP22 GOCC_RNA_POLYMERASE_II_TRANSCRIPTION_REGULATOR_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_RNA_POLYMERASE_II_TRANSCRIPTION_REGULATOR_COMPLEX ADNP ANXA2 ARNT ASCC2 ASCC3 ASCL1 ASCL2 ASCL3 ASCL4 ASCL5 ATF1 ATF2 ATF3 ATF4 ATF5 ATF6 ATF6B ATF7 ATXN7 ATXN7L3 BACH1 BACH2 BATF BATF2 BATF3 BCL9 BCL9L BMAL1 BMAL2 CBFB CBX3 CCNH CDK7 CEBPA CEBPB CEBPD CEBPE CEBPG CEBPZ CHD4 CLOCK CREB1 CREB3 CREBZF CREM CRX CTNNB1 DBP DDIT3 DR1 DRAP1 E2F1 E2F2 E2F3 E2F4 E2F5 E2F6 E2F7 E2F8 ENY2 ERCC2 ERCC3 FOS FOSL1 FOSL2 FOXH1 GATA4 GEMIN5 GTF2A1 GTF2A1L GTF2A2 GTF2B GTF2E1 GTF2E2 GTF2F1 GTF2F2 GTF2H1 GTF2H2 GTF2H2C GTF2H2C_2 GTF2H3 GTF2H4 GTF2H5 HAND1 HIF1A HIPK2 HLF HLTF HMGA1 HNRNPAB HOXB9 HYAL2 ING2 IRF9 JDP2 JUN JUNB JUND KAT2A LDB1 LEF1 LMO4 MAF MAFB MAFF MAFG MAFK MAX MED1 MED10 MED11 MED14 MED15 MED16 MED17 MED18 MED19 MED20 MED21 MED22 MED23 MED24 MED25 MED26 MED27 MED28 MED29 MED30 MED31 MED4 MED6 MED7 MED8 MED9 MMS19 MNAT1 MXD3 MXI1 MYB MYC MYF5 MYF6 NCOA1 NCOA2 NEUROD1 NFATC2 NFE2 NFE2L2 NFE2L3 NFIL3 NFYA NFYB NFYC NKX2-5 NONO NPAS2 NR1H2 NR1H3 NR5A1 NR5A2 PAAF1 PASD1 PBX1 POU2AF1 POU2F1 POU4F1 PPARG PYGO2 RARA RB1 RFX5 RFXANK RFXAP RUNX1 RUNX3 RXRA RXRB RXRG S100A10 SFPQ SMAD1 SMAD2 SMAD3 SMAD4 SMAD5 SMAD6 SMAD7 SMAD9 STAT1 STAT2 STAT3 STAT4 STAT5A STAT5B STAT6 SUPT3H TADA3 TAF1 TAF10 TAF11 TAF11L10 TAF11L11 TAF11L12 TAF11L13 TAF11L14 TAF11L2 TAF11L3 TAF11L4 TAF11L6 TAF11L7 TAF11L8 TAF11L9 TAF12 TAF13 TAF1L TAF2 TAF3 TAF4 TAF4B TAF5 TAF5L TAF6 TAF6L TAF7 TAF7L TAF8 TAF9 TAF9B TBP TBPL1 TCEA1 TCF12 TCF15 TCF3 TCF4 TCF7 TCF7L1 TCF7L2 TEAD1 TEAD2 TFDP1 TFDP2 THRB TLE1 TLE3 TLE4 TRIM28 TRIP4 TRRAP USP22 VDR WWOX XBP1 YAP1 GOCC_RNA_POLYMERASE_II_TRANSCRIPTION_REPRESSOR_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_RNA_POLYMERASE_II_TRANSCRIPTION_REPRESSOR_COMPLEX BIN1 CTNNB1 CTNNBIP1 DDX20 DR1 DRAP1 ETV3 FOXO3 LIN52 LIN54 MAX MXD1 MYC TBX15 TBX18 GOCC_RNA_POLYMERASE_I_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_RNA_POLYMERASE_I_COMPLEX POLR1A POLR1B POLR1C POLR1D POLR1E POLR1F POLR1G POLR1H POLR2E POLR2F POLR2H POLR2K POLR2L GOCC_RNA_POLYMERASE_I_TRANSCRIPTION_REGULATOR_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_RNA_POLYMERASE_I_TRANSCRIPTION_REGULATOR_COMPLEX POLR1G TAF1A TAF1B TAF1C TAF1D TBP GOCC_RNA_POLYMERASE_TRANSCRIPTION_FACTOR_SL1_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_RNA_POLYMERASE_TRANSCRIPTION_FACTOR_SL1_COMPLEX TAF1A TAF1B TAF1C TAF1D TBP GOCC_ROD_PHOTORECEPTOR_OUTER_SEGMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ROD_PHOTORECEPTOR_OUTER_SEGMENT ATP1A4 GUCY2F RD3 RHO SPATA7 TMEM237 GOCC_ROUGH_ENDOPLASMIC_RETICULUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ROUGH_ENDOPLASMIC_RETICULUM ARL6IP1 CA4 CCDC47 CDKAL1 CKAP4 EDN1 EPHA5 F12 FKRP HCRT HGFAC HM13 LIN28A LRAT LRPAP1 MACO1 MYOC PI4KB PKM PLOD1 PLOD2 PLOD3 PSEN1 PTGDS RAB14 RANGRF RP9 RPL18 RPL27 RPL4 RPL6 RPN1 RPS21 RPS23 RPS26 RPS28 RPS29 SEC61A1 SEC61A2 SEC61B SEC61G SEC62 SEC63 SPPL3 SRP9 SRPRA SRPRB SSR4 STAU1 STX17 SUCO SYNE3 TMCC1 TMEM97 UBA1 VTN ZC3H12A GOCC_ROUGH_ENDOPLASMIC_RETICULUM_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ROUGH_ENDOPLASMIC_RETICULUM_MEMBRANE ARL6IP1 CCDC47 MACO1 PI4KB PLOD1 PLOD2 RP9 RPL27 RPS26 RPS28 RPS29 SEC61A1 SEC61A2 SEC61B SEC61G SEC63 SRP9 SRPRA SRPRB SSR4 SUCO TMEM97 UBA1 ZC3H12A GOCC_RPAP3_R2TP_PREFOLDIN_LIKE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_RPAP3_R2TP_PREFOLDIN_LIKE_COMPLEX ASDURF DNAAF10 PDRG1 PFDN2 PFDN6 PIH1D1 POLR2E RPAP3 RUVBL1 RUVBL2 URI1 UXT GOCC_RSC_TYPE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_RSC_TYPE_COMPLEX ACTB ACTL6A ACTL6B ARID2 BRD7 PBRM1 PHF10 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCE1 SUZ12 GOCC_RUFFLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_RUFFLE ABCA7 ABL1 ACAP2 ACTN1 ADAM17 ADGRE2 AIF1 AIF1L AKT2 ALS2 AMOT APC APPL1 APPL2 ARAP3 ARF4 ARF6 ARFIP2 ARHGAP18 ARHGAP45 ARHGEF2 ARHGEF26 ARHGEF4 ARHGEF7 ASAP3 ATP6V1B2 BAIAP2 BCAR1 BMX C2CD5 CAPG CARMIL2 CD2AP CDK6 CDKL5 CFL1 CIB1 CLASP2 CLCN3 CLIP1 COBL CORO1C CSPG4 CTTN CYFIP1 CYTH3 DBNL DIAPH1 DLC1 EEF1A1 EGFR EPB41L5 EPHA2 EPS8 EPS8L1 EPS8L2 EPS8L3 ERBB2 EZR FAM107A FAP FERMT1 FGD1 FGD2 FGD3 FGD4 FGD5 FGD6 FGR FRMD4B FSCN1 FSCN3 HIP1R IFIT5 INPP5E INPP5J INPP5K IQGAP1 ITGA5 ITGAV ITGB1 ITGB1BP1 ITGB3 JCAD KANK1 KIF18A KLHL2 KLHL41 KNSTRN KSR1 LAYN LCP1 LIMA1 MACF1 MEFV MKLN1 MTM1 MTMR14 MTMR6 MTMR9 MTSS1 MTSS2 MYADM MYH9 MYO10 MYO1C MYO5A MYO6 MYO9B NCKAP1 NF2 NHERF1 NME1 NME2 PACSIN1 PACSIN2 PAK1 PALLD PARD6A PDE4A PDE9A PDLIM7 PDPN PDXP PIP5K1A PIP5K1C PLA2G4F PLCG1 PLCG2 PLEK PLEKHA1 PLEKHO1 PODXL PPP1R9B PSD PSD2 PSD3 PSD4 PTK6 PTPRJ RAB22A RAB34 RAB5A RAC1 RASA1 RASGRP2 RHOA RIGI RINL ROCK1 RPS3 S100A11 S100A6 S100B SAMSN1 SCIMP SH2B2 SH2D3C SH3BGRL3 SH3YL1 SNTG1 SNX5 SNX9 SPATA13 SPRY2 SPRY4 SRC TESC THEM4 TIAM1 TIRAP TLN1 TLN2 TLR4 TMEM87A TPM1 TRPM7 TRPV4 TWF1 VIL1 WASF2 WIPF1 WWC1 GOCC_RUFFLE_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_RUFFLE_MEMBRANE ABCA7 ADAM17 ADGRE2 AIF1 AIF1L AKT2 APC APPL2 ARF4 ARHGAP45 ARHGEF2 ARHGEF4 BMX C2CD5 CDKL5 CFL1 CIB1 CLASP2 CLCN3 CORO1C DIAPH1 DLC1 EEF1A1 EGFR EPB41L5 EPHA2 EPS8 EPS8L1 EPS8L2 EPS8L3 ERBB2 EZR FAM107A FAP FERMT1 FGD2 FGD5 FGR HIP1R IFIT5 INPP5K ITGA5 ITGAV ITGB1 ITGB3 JCAD KANK1 KSR1 LCP1 MACF1 MTMR6 MTMR9 MTSS2 MYO1C MYO6 NF2 NME1 PACSIN1 PACSIN2 PAK1 PDE4A PDE9A PDPN PDXP PIP5K1A PIP5K1C PLA2G4F PLCG1 PLCG2 PLEK PLEKHA1 PLEKHO1 PPP1R9B PSD PSD2 PSD3 PSD4 PTPRJ RAB34 RAC1 RASGRP2 RHOA RIGI RPS3 SH2D3C SH3BGRL3 SH3YL1 SNTG1 SPATA13 SPRY2 SPRY4 SRC TESC THEM4 TIAM1 TIRAP TLN1 TPM1 TRPV4 TWF1 WWC1 GOCC_SAGA_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SAGA_COMPLEX ATXN7 ATXN7L3 ENY2 KAT2A KAT2B SF3B3 SF3B5 SGF29 SUPT20H SUPT20HL1 SUPT20HL2 SUPT3H SUPT7L TADA1 TADA2A TADA2B TADA3 TAF10 TAF12 TAF5L TAF6 TAF6L TAF9 TRRAP USP22 GOCC_SAGA_TYPE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SAGA_TYPE_COMPLEX ATXN7 ATXN7L3 DR1 ENY2 KAT14 KAT2A KAT2B MAP3K7 MBIP POLE3 POLE4 SF3B3 SF3B5 SGF29 SUPT20H SUPT20HL1 SUPT20HL2 SUPT3H SUPT7L TADA1 TADA2A TADA2B TADA3 TAF10 TAF12 TAF2 TAF4 TAF5 TAF5L TAF6 TAF6L TAF7 TAF9 TAF9B TRRAP USP22 WDR5 YEATS2 ZZZ3 GOCC_SARCOLEMMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SARCOLEMMA ABCC8 ACP1 AHNAK AHNAK2 AKAP6 ALOX12 ANK1 ANK2 ANK3 ANXA1 ANXA2 ANXA5 ANXA6 ANXA8 ANXA8L1 AQP1 AQP4 ASB3 ATP1A1 ATP1A2 ATP1B1 ATP2B4 BGN BIN1 BSG BVES CACNA1C CACNA1D CACNA1S CACNA2D1 CACNB1 CACNB2 CACNB3 CACNG1 CACNG4 CACNG6 CACNG7 CACNG8 CAMK2D CAPN3 CASQ1 CAV1 CAV2 CAV3 CAVIN4 CCDC78 CDH2 CIB1 CIB2 CLCN1 COL6A1 COL6A2 COL6A3 CORO1C DAG1 DES DLG1 DMD DTNA DTNBP1 DYSF FGF13 FGF6 FKRP FLNC FLOT1 FXYD1 IGF1R ITGB1 KCNB1 KCND3 KCNJ11 KCNJ2 KCNJ3 KCNJ8 KRT19 KRT8 LAMA2 LAMP1 MLIP MYOT NCSTN NOS1 NOS1AP OBSCN PDE9A PGM5 PLEC POPDC2 POPDC3 PPP3CA PPP3CB PPP3R1 PRKG1 PSEN1 RDX REM1 RTN2 RYR1 RYR2 RYR3 SCN1A SCN1B SCN2A SCN2B SCN5A SGCA SGCB SGCD SGCE SGCG SGCZ SLC27A6 SLC2A1 SLC2A4 SLC2A5 SLC30A1 SLC38A2 SLC8A1 SLC8A2 SLC8A3 SLC8B1 SLC9A1 SLMAP SMPD4 SNTA1 SNTB1 SNTG2 SRI SSPN STAC STAC2 STAC3 STBD1 SYNC SYNM TGFB3 TRIM72 UTRN VCAM1 VCL GOCC_SARCOPLASM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SARCOPLASM AGL AKAP6 ANK1 ANK3 ART1 ASPH ATP2A1 ATP2A2 ATP2A3 BAALC BAG5 BCL9 CACNA1S CACNA2D1 CALR CALU CAMK2B CAMK2D CAMK2G CASQ1 CASQ2 CAVIN4 CCDC78 CHERP CLEC18B CMYA5 CTHRC1 DHRS7C DMPK DTNBP1 ELAVL1 FKBP1A FKBP1B FKBP1C FSD2 GSN GSTM2 HABP4 HAX1 HK2 HRC HSP90B1 IFRD1 IRAG1 ITPR1 ITPR2 ITPR3 JPH1 JPH2 JPH3 JPH4 JSRP1 KLHL41 MANF MEF2C MRLN MTMR12 NFATC1 NOL3 NOS1 NOS1AP P3H2 PLEC PLN POMT1 RASD1 REEP5 RTN2 RYR1 RYR2 RYR3 S100A1 SCN3A SERPINB5 SERTAD1 SGCD SLC2A4 SLC30A7 SLC8A3 SLN SPOCK1 SRI SRL STIM1 STRIT1 SYNE2 THBS1 THBS4 TMEM109 TMEM38A TMEM38B TRDN XDH GOCC_SARCOPLASMIC_RETICULUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SARCOPLASMIC_RETICULUM AGL AKAP6 ANK1 ANK3 ART1 ASPH ATP2A1 ATP2A2 ATP2A3 CACNA1S CACNA2D1 CALR CALU CAMK2B CAMK2D CAMK2G CASQ1 CASQ2 CCDC78 CHERP CLEC18B CMYA5 DHRS7C DMPK FKBP1A FKBP1B FKBP1C FSD2 GSTM2 HAX1 HK2 HRC HSP90B1 IRAG1 ITPR1 ITPR2 ITPR3 JPH1 JPH2 JPH3 JPH4 JSRP1 KLHL41 MANF MRLN MTMR12 NOL3 NOS1 NOS1AP P3H2 PLN POMT1 RASD1 REEP5 RTN2 RYR1 RYR2 RYR3 S100A1 SGCD SLC2A4 SLC30A7 SLN SRI SRL STIM1 STRIT1 SYNE2 THBS1 THBS4 TMEM109 TMEM38A TMEM38B TRDN XDH GOCC_SARCOPLASMIC_RETICULUM_LUMEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SARCOPLASMIC_RETICULUM_LUMEN CALR CALU CASQ1 CASQ2 HRC HSP90B1 MANF SRL TRDN GOCC_SARCOPLASMIC_RETICULUM_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SARCOPLASMIC_RETICULUM_MEMBRANE AKAP6 ART1 ASPH ATP2A1 ATP2A2 ATP2A3 CAMK2B CAMK2D CAMK2G CASQ1 CASQ2 CHERP DHRS7C DMPK FKBP1A FKBP1B FKBP1C HRC ITPR2 JPH1 JPH2 JPH3 JPH4 JSRP1 KLHL41 MRLN NOS1AP PLN REEP5 RTN2 RYR1 RYR2 RYR3 SLC30A7 SLN SRI SRL STIM1 STRIT1 SYNE2 TMEM109 TMEM38A TMEM38B TRDN GOCC_SCAR_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SCAR_COMPLEX ABI1 ABI2 ABI3 BRK1 CYFIP1 CYFIP2 NCKAP1 NCKAP1L SRA1 WASF1 WASF2 WASF3 GOCC_SCF_UBIQUITIN_LIGASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SCF_UBIQUITIN_LIGASE_COMPLEX AMN1 BTRC CACYBP CCNF CKS1B CKS2 CUL1 CUL2 CUL5 DAW1 DMAC2 FBH1 FBXL12 FBXL13 FBXL14 FBXL15 FBXL16 FBXL17 FBXL18 FBXL19 FBXL2 FBXL20 FBXL21P FBXL3 FBXL4 FBXL5 FBXL6 FBXL7 FBXL8 FBXO15 FBXO17 FBXO2 FBXO25 FBXO27 FBXO3 FBXO31 FBXO32 FBXO33 FBXO38 FBXO39 FBXO4 FBXO42 FBXO44 FBXO45 FBXO48 FBXO6 FBXO7 FBXO9 FBXW11 FBXW4 FBXW5 FBXW7 FBXW8 NCCRP1 PRKN RBX1 SKP1 SKP2 SPSB1 SPSB2 SPSB3 SPSB4 TMEM183A TMEM183BP USP47 GOCC_SCHAFFER_COLLATERAL_CA1_SYNAPSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SCHAFFER_COLLATERAL_CA1_SYNAPSE ABR ACTB ACTG1 ADCY1 ADCY8 ADORA2B ADORA3 ADRB1 AKAP12 APBA1 APBA2 ARHGDIA BAIAP2 BCR BSN CACNG2 CACNG3 CAPZB CASK CDH11 CHRM1 CPLX1 CTNNB1 CTNND1 DCC DTNBP1 DVL1 EEA1 EFNB2 EPHA4 FBXL20 FYN GABBR1 GABRB1 GHRL GHSR GIPC1 GRM1 GRM5 GSG1L HIP1 INA IQSEC2 ITGB1 ITPR1 LRFN2 LRRC4 LRRC4C LRRTM2 MAPK9 NEFH NEFL NETO1 NTNG1 NTNG2 P2RX3 PAFAH1B1 PCDH8 PFN2 PLAT PLCG1 PPFIA1 PPP3CA PPP3R1 PRKAR1B PRKCI PRKCZ PTK2B PTN PTPRA PTPRD PTPRS RALA RAP2A RHOB ROCK1 SHANK1 SLC16A7 SLC1A1 SLC30A1 SNX27 SRGN STX3 STXBP4 SYN1 SYN2 SYP TAMALIN TNR TUBB2B WNT5A WNT7A GOCC_SCHMIDT_LANTERMAN_INCISURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SCHMIDT_LANTERMAN_INCISURE ANXA2 CLDN5 JAM3 MAG MAL MARVELD2 NCMAP PALS1 PRKCI PTEN SIRT2 GOCC_SEC61_TRANSLOCON_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SEC61_TRANSLOCON_COMPLEX ARL6IP1 SEC61A1 SEC61A2 SEC61B SSR4 GOCC_SECONDARY_LYSOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SECONDARY_LYSOSOME ADAM8 CLN3 CRHBP FTH1 FTL GAA LAMP1 LAMP2 LRRK2 MAP1LC3A NCF1 NCF2 NCF4 NCOA4 PIK3C3 PLA2G5 PLEKHM1 SQSTM1 GOCC_SECRETORY_GRANULE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SECRETORY_GRANULE A1BG A2M ABCA12 ABCA13 ABCA3 ABCC4 ABHD2 ACAA1 ACLY ACP3 ACR ACRBP ACRV1 ACTL7A ACTL9 ACTN1 ACTN2 ACTN4 ACTR10 ACTR1B ACTR2 ADA2 ADAM10 ADAM15 ADAM8 ADGRE3 ADGRE5 ADGRG3 ADRB1 ADRB2 AGA AGL AGPAT2 AHSG AKAP3 ALAD ALB ALDH3B1 ALDOA ALDOC ALOX5 AMPD3 ANGPTL6 ANO6 ANPEP ANXA11 ANXA2 ANXA3 ANXA7 AOC1 AP1M1 AP2A2 APAF1 APEH APLP2 APOA1 APOH APOOL APP APRT ARC ARG1 ARHGAP45 ARHGAP9 ARL8A ARMC8 ARPC5 ARSA ARSB ASAH1 ASTL ATAD3B ATG7 ATP11A ATP11B ATP6AP2 ATP6V0A1 ATP6V0A2 ATP6V0C ATP6V1A ATP6V1D ATP6V1E2 ATP7A ATP8A1 ATP8B3 ATP8B4 AVP AZU1 B2M B4GALT1 BAIAP2 BAIAP3 BIN2 BPI BPIFA2 BRCA2 BRI3 BSG BST1 BST2 C1orf35 C3 C3AR1 C5AR1 C6orf120 CA4 CAB39 CABS1 CACNA2D1 CADPS CALCA CALCR CALML5 CALR CAMP CAND1 CANT1 CAP1 CAPN1 CAPN11 CARTPT CAT CATSPER3 CATSPER4 CAV1 CAV2 CBARP CCDC136 CCDC62 CCT2 CCT8 CD109 CD14 CD177 CD300A CD33 CD36 CD44 CD46 CD47 CD53 CD55 CD58 CD59 CD63 CD68 CD9 CD93 CDA CDC37L1 CDK13 CEACAM1 CEACAM3 CEACAM6 CEACAM8 CEP131 CEP290 CFAP119 CFAP65 CFD CFP CHGA CHGB CHI3L1 CHIT1 CHRNB4 CKAP4 CLCA1 CLCN3 CLEC12A CLEC3B CLEC4C CLEC4D CLEC5A CLK3 CLU CMA1 CMTM6 CNN2 COL1A1 COMMD3 COMMD9 COPB1 COTL1 CPA3 CPE CPNE1 CPNE3 CPPED1 CR1 CRACR2A CRCP CREG1 CRHBP CRISP3 CRISPLD2 CSNK2A2 CSNK2B CST3 CSTB CT55 CTNNA1 CTSA CTSB CTSC CTSD CTSG CTSH CTSL CTSS CTSW CTSZ CUZD1 CXADR CXCL1 CXCR1 CXCR2 CYB561 CYB5R1 CYB5R3 CYBA CYBB CYFIP1 CYLC1 CYRIB CYSTM1 DBH DBNL DCST1 DCST2 DDOST DDX3X DEFA1 DEFA1B DEFA3 DEFA4 DEFA5 DEGS1 DENND4C DERA DGAT1 DIAPH1 DKKL1 DLD DMBT1 DMXL2 DNAJC13 DNAJC3 DNAJC5 DNASE1 DNASE1L1 DOCK2 DOK3 DPEP3 DPP7 DRD2 DSC1 DSG1 DSN1 DSP DVL1 DYNC1H1 DYNC1LI1 DYNLL1 DYNLT1 DYNLT4 EBAG9 ECE1 ECM1 EDN1 EEF1A1 EEF2 EGF ELANE ENKUR ENPP4 EPPIN EPX EQTN ERP44 EXOC3 EXOC3L1 F13A1 F5 F8 FABP5 FAF2 FAM170B FAM3C FCAR FCER1G FCGR2A FCGR3B FCN1 FERMT3 FGA FGB FGG FGL2 FGR FLG2 FLOT2 FN1 FNDC3A FOLR3 FPR1 FPR2 FRK FRMPD3 FSTL4 FTH1 FTL FUCA1 FUCA2 FZD8 GAA GAL GALNS GARS1 GAS6 GCA GCG GDI2 GGH GHDC GHRHR GHRL GIP GKN1 GLA GLB1 GLIPR1 GLIPR1L1 GM2A GMFG GNAI2 GNAT3 GNS GOLGA1 GOLGA7 GP2 GPI GPR84 GRN GRP GSDMD GSN GSTP1 GTPBP2 GUSB GYG1 GZMK HBB HCRT HEBP2 HEXA HEXB HGF HGSNAT HILPDA HK3 HLA-B HLA-C HLA-H HMGB1 HMOX2 HP HPS4 HPSE HRG HRNR HSP90AA1 HSP90AB1 HSPA1A HSPA1B HSPA6 HSPA8 HSPD1 HUWE1 HVCN1 HYAL3 ICA1 IDH1 IFT20 IFT74 IGF1 IGF2 IGF2R IL1B IL4I1 ILF2 IMPDH1 IMPDH2 INS IQCF1 IQGAP1 IQGAP2 IQUB IRAG2 ISLR IST1 ITGA1 ITGA2B ITGAL ITGAM ITGAV ITGAX ITGB2 ITGB3 ITIH3 ITIH4 ITPR1 ITPR2 ITPR3 IZUMO1 JUP KCMF1 KCNAB2 KIAA1210 KIF1A KIT KLK1 KLK10 KLK11 KLK12 KLK13 KLK14 KLK15 KLK2 KLK3 KLK4 KLK5 KLK6 KLK7 KLK8 KLK9 KNG1 KNL1 KPNB1 KRT1 KRTDAP LACRT LAIR1 LAMP1 LAMP2 LAMP3 LAMTOR1 LAMTOR2 LAMTOR3 LCN2 LEFTY2 LGALS3 LGALS3BP LHFPL2 LILRA3 LILRB2 LILRB3 LOXL1 LPCAT1 LRG1 LRGUK LRRC7 LTA4H LTF LY6G6F LY6K LYZ LYZL4 LYZL6 MAGED2 MAGT1 MAN2B1 MANBA MAPK1 MAPK14 MCEMP1 METTL7A MFGE8 MGAM MGST1 MIF MLEC MME MMP25 MMP8 MMP9 MMRN1 MNDA MORN2 MORN3 MOSPD2 MOXD1 MOXD2P MPO MROH2B MS4A3 MVP MYH9 MYO5A MYRIP NAPRT NAPSA NBEAL2 NCF2 NCKAP1L NCSTN NDUFC2 NEU1 NFAM1 NFASC NFKB1 NHLRC2 NHLRC3 NIT2 NLRP5 NME2 NOTCH1 NPC2 NPPC NPY NRAS NUDT1 OLA1 OLFM4 OLR1 OPRD1 ORM1 ORM2 ORMDL3 OSCAR OSTF1 OXT P2RX1 P2RX2 PA2G4 PADI2 PADI6 PAFAH1B2 PAK2 PAM PATE4 PCDH7 PCSK1 PCSK1N PCSK2 PCSK4 PCYOX1L PDAP1 PDGFA PDGFB PDXK PDYN PECAM1 PENK PF4 PFKL PGAM1 PGLYRP1 PGM1 PGM2 PGRMC1 PHACTR2 PIGR PKM PKP1 PLA1A PLA2G10 PLA2G2A PLAC8 PLAT PLAU PLAUR PLCB2 PLD1 PLEKHO2 PLG PNP POMC POMT1 PPBP PPFIA3 PPIA PPIE PRCP PRDX4 PRDX6 PRG2 PRG3 PRKACA PRKCD PRKG1 PROS1 PRSS2 PRSS3 PRSS37 PRSS55 PRSS57 PRSS58 PRTN3 PSAP PSEN1 PSMA2 PSMA5 PSMB1 PSMB7 PSMC2 PSMC3 PSMD1 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD6 PSMD7 PTAFR PTGES2 PTPN6 PTPRB PTPRC PTPRJ PTPRN PTPRN2 PTX3 PYCARD PYGB PYGL QPCT QSOX1 RAB10 RAB11FIP5 RAB13 RAB14 RAB18 RAB24 RAB26 RAB27A RAB27B RAB2A RAB2B RAB31 RAB37 RAB3A RAB3D RAB44 RAB4A RAB4B RAB5B RAB5C RAB6A RAB7A RAB9B RAC1 RACGAP1 RAP1A RAP1B RAP2B RAP2C RARRES2 RCBTB2 RETN RHOA RHOF RHOG RNASE2 RNASE3 RNASET2 RND2 ROCK1 RPH3A S100A11 S100A12 S100A7 S100A8 S100A9 S100P SCAMP1 SCCPDH SCG2 SCG3 SCG5 SCGB1A1 SCNN1A SDCBP SELENOP SELL SELP SEPTIN14 SERPINA1 SERPINA3 SERPINA4 SERPINA5 SERPINB1 SERPINB10 SERPINB12 SERPINB3 SERPINB6 SERPINE1 SERPINE2 SERPINF2 SERPING1 SERPINI1 SFTA3 SFTPA1 SFTPA2 SFTPB SFTPC SH3GL3 SIGLEC14 SIGLEC5 SIGLEC9 SIRPA SIRPB1 SKIL SLC11A1 SLC15A4 SLC17A9 SLC18A2 SLC18B1 SLC27A2 SLC2A3 SLC2A4 SLC2A5 SLC30A2 SLC30A5 SLC30A8 SLC44A2 SLC6A5 SLC6A9 SLC9A8 SLCO4C1 SLIRP SLPI SMPD1 SNAP23 SNAP25 SNAP29 SNAPIN SNCA SNX10 SPACA1 SPACA3 SPACA4 SPACA5 SPACA5B SPACA6 SPACA7 SPACA9 SPACDR SPAG17 SPAG6 SPAG8 SPAG9 SPAM1 SPARC SPATA1 SPATA16 SPESP1 SPINK2 SPINK5 SPP2 SPRR2A SPTAN1 SPX SRGN SRI SRP14 SSH2 SST STBD1 STING1 STK10 STK11IP STK31 STOM STX3 STX4 STX7 STXBP1 STXBP2 STXBP3 STXBP5 SURF4 SV2B SVIP SYCN SYNGR1 SYPL1 SYT1 SYT2 SYT4 SYT5 SYT7 SYT8 SYT9 SYTL4 TARM1 TBC1D10C TBC1D21 TBXA2R TCIRG1 TCN1 TCP1 TCP11 TCP11X1 TEKT3 TEX101 TEX22 TEX264 TEX33 TF TFF3 TGFB1 TGFB2 TGFB3 THBS1 THBS2 TICAM2 TIMP1 TIMP2 TIMP3 TLR2 TMBIM1 TMC6 TMED10 TMED2 TMEM179B TMEM184A TMEM190 TMEM225 TMEM30A TMEM63A TMEM95 TMPRSS12 TMPRSS4 TMSB4X TMX3 TNFAIP6 TNFRSF1B TOLLIP TOM1 TOR1A TOR4A TRAPPC1 TREML1 TRH TRIM36 TRIP11 TRPM2 TSPAN14 TSSK1B TSSK2 TSSK4 TTR TUBA8 TUBB TUBB4B TXNDC5 TYROBP UBR4 UNC13D VAMP1 VAMP2 VAMP3 VAMP7 VAMP8 VAPA VAT1 VCL VCP VDAC2 VEGFA VEGFB VEGFC VEGFD VEZT VNN1 VPS13A VPS13B VPS13C VPS33B VPS35L VTI1B VWF WFS1 XRCC5 XRCC6 YPEL5 ZG16 ZPBP ZPBP2 GOCC_SECRETORY_GRANULE_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SECRETORY_GRANULE_MEMBRANE ABCA12 ABCA13 ABCA3 ABCC4 ACP3 ACRBP ADAM10 ADAM8 ADGRE3 ADGRE5 ADGRG3 AGPAT2 ALDH3B1 ANO6 ANPEP ANXA7 AP1M1 AP2A2 APLP2 ARL8A ATAD3B ATP11A ATP11B ATP6AP2 ATP6V0A1 ATP6V0C ATP6V1D ATP8A1 ATP8B3 ATP8B4 AZU1 B4GALT1 BRI3 BSG BST1 BST2 C3AR1 C5AR1 CA4 CADPS CAV1 CAV2 CCDC136 CD109 CD14 CD177 CD300A CD33 CD36 CD44 CD46 CD47 CD53 CD55 CD58 CD59 CD63 CD68 CD9 CD93 CEACAM1 CEACAM3 CEACAM6 CEACAM8 CFAP65 CHRNB4 CKAP4 CLCA1 CLEC12A CLEC4C CLEC4D CLEC5A CMTM6 COPB1 CPE CPNE1 CPNE3 CR1 CUZD1 CXCR1 CXCR2 CYB561 CYB5R1 CYBA CYBB CYSTM1 DBH DCST1 DCST2 DDOST DEGS1 DGAT1 DIAPH1 DMBT1 DNAJC13 DNAJC5 DOK3 DSC1 DSG1 DSP DYNC1LI1 DYNLL1 ENPP4 EQTN EXOC3 FABP5 FAM170B FCAR FCER1G FCGR2A FCGR3B FLOT2 FPR1 FPR2 FRMPD3 GAA GLIPR1 GP2 GPR84 HGSNAT HLA-B HLA-C HLA-H HMOX2 HVCN1 HYAL3 ICA1 IGF2R IQGAP1 IQGAP2 IRAG2 ITGA2B ITGAL ITGAM ITGAV ITGAX ITGB2 ITGB3 ITPR1 ITPR2 ITPR3 IZUMO1 KCNAB2 KIF1A LAIR1 LAMP1 LAMP2 LAMP3 LAMTOR1 LAMTOR2 LAMTOR3 LGALS3 LHFPL2 LILRA3 LILRB2 LILRB3 LPCAT1 LY6G6F MAGT1 MANBA MCEMP1 MFGE8 MGAM MGST1 MLEC MME MMP25 MOSPD2 MOXD1 MOXD2P MS4A3 NBEAL2 NCKAP1L NCSTN NDUFC2 NFAM1 NFASC NRAS OLR1 ORMDL3 P2RX1 PAM PCDH7 PCSK4 PECAM1 PGRMC1 PHACTR2 PIGR PKP1 PLA1A PLAU PLAUR PLD1 PRCP PSAP PSEN1 PTAFR PTPRB PTPRC PTPRJ PTPRN2 RAB10 RAB14 RAB18 RAB24 RAB26 RAB27B RAB31 RAB37 RAB3A RAB3D RAB44 RAB4B RAB5B RAB5C RAB6A RAB7A RAB9B RAC1 RAP1A RAP1B RAP2B RAP2C RHOA RHOF RHOG RND2 SCAMP1 SCG3 SELL SELP SERPINA5 SERPINB10 SERPINB12 SERPINB6 SIGLEC14 SIGLEC5 SIGLEC9 SIRPA SIRPB1 SLC11A1 SLC15A4 SLC17A9 SLC18A2 SLC18B1 SLC27A2 SLC2A3 SLC2A5 SLC30A2 SLC30A5 SLC30A8 SLC44A2 SLCO4C1 SNAP23 SNAP25 SNAP29 SNCA SPACA1 SPACA3 SPACA6 SPARC SRI STBD1 STING1 STK10 STOM STX3 STXBP5 SURF4 SVIP SYCN SYNGR1 SYT1 SYT2 SYT4 SYT5 SYTL4 TARM1 TBC1D10C TCIRG1 TEKT3 TEX101 TICAM2 TLR2 TMBIM1 TMC6 TMED10 TMED2 TMEM179B TMEM184A TMEM190 TMEM225 TMEM30A TMEM63A TMEM95 TMX3 TNFRSF1B TOM1 TRIP11 TRPM2 TSPAN14 TYROBP UBR4 VAMP1 VAMP2 VAMP7 VAMP8 VAPA VNN1 VPS13B VPS13C VPS35L ZG16 ZPBP GOCC_SECRETORY_VESICLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SECRETORY_VESICLE A1BG A2M ABCA12 ABCA13 ABCA3 ABCC4 ABCC8 ABHD2 ACAA1 ACLY ACP3 ACR ACRBP ACRV1 ACTL7A ACTL9 ACTN1 ACTN2 ACTN4 ACTR10 ACTR1B ACTR2 ADA2 ADAM10 ADAM15 ADAM8 ADGRE3 ADGRE5 ADGRG3 ADRB1 ADRB2 AGA AGL AGPAT2 AHSG AKAP3 ALAD ALB ALDH3B1 ALDOA ALDOC ALOX5 AMPD3 AMPH ANGPTL6 ANO6 ANPEP ANXA11 ANXA2 ANXA3 ANXA7 AOC1 AP1M1 AP2A2 APAF1 APBA1 APEH APH1A APLP2 APOA1 APOH APOOL APP APRT ARC ARG1 ARHGAP45 ARHGAP9 ARL8A ARMC8 ARPC5 ARSA ARSB ASAH1 ASTL ATAD3B ATG7 ATP11A ATP11B ATP2B1 ATP6AP1 ATP6AP2 ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0C ATP6V0D1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1D ATP6V1E1 ATP6V1E2 ATP6V1F ATP6V1G2 ATP6V1H ATP7A ATP8A1 ATP8B3 ATP8B4 AVP AZU1 B2M B4GALT1 BACE1 BAIAP2 BAIAP3 BCL2L1 BDNF BICD1 BIN1 BIN2 BORCS5 BPI BPIFA2 BRCA2 BRI3 BRSK1 BSG BSN BST1 BST2 BTBD8 C1orf35 C3 C3AR1 C5AR1 C6orf120 CA4 CAB39 CABS1 CACNA2D1 CADPS CALCA CALCR CALML5 CALR CAMP CAND1 CANT1 CAP1 CAPN1 CAPN11 CARTPT CAT CATSPER3 CATSPER4 CAV1 CAV2 CBARP CCDC136 CCDC62 CCT2 CCT8 CD109 CD14 CD177 CD300A CD33 CD36 CD44 CD46 CD47 CD53 CD55 CD58 CD59 CD63 CD68 CD9 CD93 CDA CDC37L1 CDK13 CDK16 CEACAM1 CEACAM3 CEACAM6 CEACAM8 CEP131 CEP290 CFAP119 CFAP65 CFD CFP CHGA CHGB CHI3L1 CHIT1 CHRNB4 CKAP4 CLCA1 CLCN3 CLCN4 CLCN5 CLEC12A CLEC3B CLEC4C CLEC4D CLEC5A CLK3 CLN3 CLTA CLTB CLU CMA1 CMTM6 CNN2 COL1A1 COMMD3 COMMD9 COPB1 COPS4 COPS5 COTL1 CPA3 CPE CPLX3 CPNE1 CPNE3 CPPED1 CR1 CRACR2A CRCP CREG1 CRHBP CRISP3 CRISPLD2 CSNK2A2 CSNK2B CST3 CSTB CT55 CTNNA1 CTSA CTSB CTSC CTSD CTSG CTSH CTSL CTSS CTSW CTSZ CTTNBP2 CUZD1 CXADR CXCL1 CXCR1 CXCR2 CYB561 CYB5R1 CYB5R3 CYBA CYBB CYFIP1 CYLC1 CYRIB CYSTM1 DBH DBNL DCST1 DCST2 DDOST DDX3X DEFA1 DEFA1B DEFA3 DEFA4 DEFA5 DEGS1 DENND4C DERA DGAT1 DGKI DIAPH1 DISC1 DKKL1 DLD DLG4 DMBT1 DMXL2 DNAJC13 DNAJC3 DNAJC5 DNASE1 DNASE1L1 DNM1L DOC2A DOCK2 DOK3 DPEP3 DPP7 DPYSL3 DRD2 DSC1 DSG1 DSN1 DSP DTNBP1 DVL1 DYNC1H1 DYNC1LI1 DYNLL1 DYNLT1 DYNLT4 DYSF EBAG9 ECE1 ECM1 EDN1 EEF1A1 EEF2 EGF ELANE ENKUR ENPP4 EPPIN EPX EQTN ERP44 EXOC3 EXOC3L1 F13A1 F5 F8 FABP5 FAF2 FAM170B FAM3C FCAR FCER1G FCGR2A FCGR3B FCN1 FER1L4 FER1L5 FERMT3 FGA FGB FGG FGL2 FGR FLG2 FLOT2 FN1 FNDC3A FOLR3 FPR1 FPR2 FRK FRMPD3 FSTL4 FTH1 FTL FUCA1 FUCA2 FZD8 GAA GABBR1 GABRA2 GAD2 GAL GALNS GARS1 GAS6 GCA GCG GDI2 GGH GHDC GHRHR GHRL GIP GIPC1 GKN1 GLA GLB1 GLIPR1 GLIPR1L1 GM2A GMFG GNAI2 GNAT3 GNS GOLGA1 GOLGA7 GP2 GPI GPR84 GRIA1 GRIN1 GRIN2A GRN GRP GSDMD GSN GSTP1 GTPBP2 GUSB GYG1 GZMK HAP1 HBB HCRT HEBP2 HEXA HEXB HGF HGSNAT HILPDA HK3 HLA-B HLA-C HLA-H HMGB1 HMOX2 HP HPS4 HPSE HRG HRNR HSP90AA1 HSP90AB1 HSPA1A HSPA1B HSPA6 HSPA8 HSPD1 HUWE1 HVCN1 HYAL3 ICA1 IDH1 IFT20 IFT74 IGF1 IGF2 IGF2R IL1B IL4I1 ILF2 IMPDH1 IMPDH2 INS IQCF1 IQGAP1 IQGAP2 IQSEC1 IQUB IRAG2 ISLR IST1 ITGA1 ITGA2B ITGAL ITGAM ITGAV ITGAX ITGB2 ITGB3 ITIH3 ITIH4 ITPR1 ITPR2 ITPR3 IZUMO1 JUP KCMF1 KCNAB2 KCNK9 KIAA1210 KIF1A KIF1B KIRREL3 KIT KLK1 KLK10 KLK11 KLK12 KLK13 KLK14 KLK15 KLK2 KLK3 KLK4 KLK5 KLK6 KLK7 KLK8 KLK9 KNG1 KNL1 KPNB1 KRT1 KRTDAP LACRT LAIR1 LAMP1 LAMP2 LAMP3 LAMP5 LAMTOR1 LAMTOR2 LAMTOR3 LCN2 LEFTY2 LGALS3 LGALS3BP LGI3 LHFPL2 LILRA3 LILRB2 LILRB3 LOXL1 LPCAT1 LRG1 LRGUK LRRC7 LRRK2 LTA4H LTF LY6G6F LY6K LYZ LYZL4 LYZL6 MAGED2 MAGT1 MAL2 MAN2B1 MANBA MAPK1 MAPK14 MCEMP1 MCTP1 MCTP2 METTL7A MFF MFGE8 MGAM MGST1 MIF MLEC MME MMP25 MMP8 MMP9 MMRN1 MNDA MORN2 MORN3 MOSPD2 MOXD1 MOXD2P MPO MROH2B MS4A3 MT3 MTMR2 MVP MYH9 MYO5A MYOF MYRIP NAPRT NAPSA NBEAL2 NCF2 NCKAP1L NCSTN NDEL1 NDUFC2 NEU1 NFAM1 NFASC NFKB1 NGF NHLRC2 NHLRC3 NIT2 NKD2 NLRP5 NME2 NOTCH1 NPC2 NPPC NPY NRAS NTF3 NTF4 NUDT1 OLA1 OLFM4 OLR1 OPRD1 OPRK1 ORM1 ORM2 ORMDL3 OSCAR OSTF1 OTOF OXT P2RX1 P2RX2 PA2G4 PADI2 PADI6 PAFAH1B2 PAK2 PAM PATE4 PCDH7 PCSK1 PCSK1N PCSK2 PCSK4 PCYOX1L PDAP1 PDE4B PDGFA PDGFB PDXK PDYN PECAM1 PENK PF4 PFKL PGAM1 PGLYRP1 PGM1 PGM2 PGRMC1 PHACTR2 PHAF1 PICALM PICK1 PIGR PKM PKP1 PLA1A PLA2G10 PLA2G2A PLAC8 PLAT PLAU PLAUR PLCB2 PLD1 PLEKHO2 PLG PNP POMC POMT1 PPBP PPFIA2 PPFIA3 PPIA PPIE PPT1 PRCP PRDX4 PRDX6 PRG2 PRG3 PRKACA PRKCD PRKG1 PROS1 PRRT1 PRRT2 PRSS2 PRSS3 PRSS37 PRSS55 PRSS57 PRSS58 PRTN3 PSAP PSEN1 PSEN2 PSMA2 PSMA5 PSMB1 PSMB7 PSMC2 PSMC3 PSMD1 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD6 PSMD7 PTAFR PTGES2 PTPN6 PTPRB PTPRC PTPRJ PTPRN PTPRN2 PTPRS PTX3 PYCARD PYGB PYGL QPCT QSOX1 RAB10 RAB11B RAB11FIP5 RAB12 RAB13 RAB14 RAB18 RAB24 RAB26 RAB27A RAB27B RAB2A RAB2B RAB31 RAB37 RAB3A RAB3B RAB3C RAB3D RAB3IL1 RAB3IP RAB40A RAB40AL RAB40B RAB40C RAB44 RAB4A RAB4B RAB5A RAB5B RAB5C RAB6A RAB7A RAB8A RAB8B RAB9B RABAC1 RAC1 RACGAP1 RAP1A RAP1B RAP2B RAP2C RARRES2 RCBTB2 RETN RHOA RHOF RHOG RNASE2 RNASE3 RNASET2 RND2 RNF112 ROCK1 ROGDI RPH3A S100A11 S100A12 S100A7 S100A8 S100A9 S100P SCAMP1 SCAMP5 SCCPDH SCG2 SCG3 SCG5 SCGB1A1 SCNN1A SDCBP SELENOP SELL SELP SEMA4C SEPTIN1 SEPTIN14 SEPTIN2 SEPTIN4 SEPTIN5 SEPTIN6 SEPTIN8 SERPINA1 SERPINA3 SERPINA4 SERPINA5 SERPINB1 SERPINB10 SERPINB12 SERPINB3 SERPINB6 SERPINE1 SERPINE2 SERPINF2 SERPING1 SERPINI1 SFTA3 SFTPA1 SFTPA2 SFTPB SFTPC SH3GL3 SIGLEC14 SIGLEC5 SIGLEC9 SIRPA SIRPB1 SKIL SLC11A1 SLC15A4 SLC17A5 SLC17A6 SLC17A7 SLC17A8 SLC17A9 SLC18A1 SLC18A2 SLC18A3 SLC18B1 SLC27A2 SLC2A13 SLC2A3 SLC2A4 SLC2A5 SLC30A10 SLC30A2 SLC30A3 SLC30A5 SLC30A8 SLC32A1 SLC35D3 SLC35F1 SLC35G2 SLC40A1 SLC44A2 SLC4A8 SLC5A7 SLC6A17 SLC6A5 SLC6A9 SLC9A8 SLC9B2 SLCO4C1 SLIRP SLPI SMPD1 SNAP23 SNAP25 SNAP29 SNAP91 SNAPIN SNCA SNCAIP SNX10 SPACA1 SPACA3 SPACA4 SPACA5 SPACA5B SPACA6 SPACA7 SPACA9 SPACDR SPAG17 SPAG6 SPAG8 SPAG9 SPAM1 SPARC SPATA1 SPATA16 SPESP1 SPINK2 SPINK5 SPP2 SPRR2A SPTAN1 SPX SRGN SRI SRP14 SSH2 SST STBD1 STING1 STK10 STK11IP STK31 STOM STON1 STON2 STX11 STX12 STX16 STX19 STX1A STX2 STX3 STX4 STX6 STX7 STXBP1 STXBP2 STXBP3 STXBP5 SURF4 SV2A SV2B SV2C SVIP SVOP SYCN SYN1 SYN2 SYN3 SYNDIG1 SYNGR1 SYNGR2 SYNGR3 SYNGR4 SYNPR SYP SYPL1 SYPL2 SYT1 SYT10 SYT11 SYT12 SYT13 SYT15 SYT17 SYT2 SYT3 SYT4 SYT5 SYT6 SYT7 SYT8 SYT9 SYTL1 SYTL2 SYTL3 SYTL4 SYTL5 TARM1 TBC1D10C TBC1D21 TBXA2R TCIRG1 TCN1 TCP1 TCP11 TCP11X1 TEKT3 TEX101 TEX22 TEX264 TEX33 TF TFF3 TGFB1 TGFB2 TGFB3 TH THBS1 THBS2 TICAM2 TIMP1 TIMP2 TIMP3 TLR2 TMBIM1 TMC6 TMED10 TMED2 TMED9 TMEM163 TMEM179B TMEM184A TMEM190 TMEM225 TMEM230 TMEM30A TMEM63A TMEM95 TMPRSS12 TMPRSS4 TMSB4X TMX3 TNFAIP6 TNFRSF1B TOLLIP TOM1 TOR1A TOR4A TPRG1L TRAPPC1 TRAPPC4 TREML1 TRH TRIM36 TRIM9 TRIP11 TRPM2 TSPAN14 TSSK1B TSSK2 TSSK4 TTR TUBA8 TUBB TUBB4B TXNDC5 TYROBP UBR4 UNC13A UNC13B UNC13C UNC13D VAMP1 VAMP2 VAMP3 VAMP7 VAMP8 VAPA VAT1 VCL VCP VDAC2 VEGFA VEGFB VEGFC VEGFD VEZT VNN1 VPS13A VPS13B VPS13C VPS33B VPS35L VPS45 VTI1A VTI1B VWF WFS1 XRCC5 XRCC6 YPEL5 ZG16 ZNRF1 ZPBP ZPBP2 GOCC_SEH1_ASSOCIATED_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SEH1_ASSOCIATED_COMPLEX DEPDC5 MIOS NPRL2 NPRL3 SEC13 SEH1L WDR24 WDR59 GOCC_SEMAPHORIN_RECEPTOR_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SEMAPHORIN_RECEPTOR_COMPLEX NRP1 NRP2 PLXNA1 PLXNA2 PLXNA3 PLXNA4 PLXNB1 PLXNB2 PLXNB3 PLXNC1 PLXND1 GOCC_SEPTIN_CYTOSKELETON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SEPTIN_CYTOSKELETON MAPK6 MAPKAPK5 SEPTIN1 SEPTIN10 SEPTIN11 SEPTIN12 SEPTIN14 SEPTIN2 SEPTIN3 SEPTIN4 SEPTIN5 SEPTIN6 SEPTIN7 SEPTIN8 SEPTIN9 TMEM250 GOCC_SERINE_PROTEASE_INHIBITOR_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SERINE_PROTEASE_INHIBITOR_COMPLEX KLK8 PLAT PLAU SERPINA5 SERPINB6 SERPINE1 GOCC_SERINE_TYPE_ENDOPEPTIDASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SERINE_TYPE_ENDOPEPTIDASE_COMPLEX CFH COLEC10 COLEC11 FCN1 FCN2 FCN3 HTRA2 MBL2 PLAU PLAUR THBD GOCC_SERINE_TYPE_PEPTIDASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SERINE_TYPE_PEPTIDASE_COMPLEX CFH COLEC10 COLEC11 F3 F7 FCN1 FCN2 FCN3 HTRA2 MBL2 PLAU PLAUR THBD GOCC_SEROTONIN_ACTIVATED_CATION_SELECTIVE_CHANNEL_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SEROTONIN_ACTIVATED_CATION_SELECTIVE_CHANNEL_COMPLEX HTR3A HTR3B HTR3C HTR3D HTR3E GOCC_SEROTONIN_RECEPTOR_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SEROTONIN_RECEPTOR_COMPLEX HTR1B HTR2A HTR2B HTR2C HTR3A HTR3B HTR3C HTR3D HTR3E GOCC_SET1C_COMPASS_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SET1C_COMPASS_COMPLEX ASH2L BOD1 BOD1L1 CXXC1 DPY30 DYDC1 DYDC2 HCFC1 HCFC2 RBBP5 SETD1A SETD1B WDR5 WDR5B WDR82 GOCC_SEX_CHROMATIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SEX_CHROMATIN MACROH2A1 PCGF2 PHC1 RING1 RNF2 SUZ12 GOCC_SEX_CHROMOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SEX_CHROMOSOME BIRC2 BRCA1 CDK2 DMRTC2 DNMT3A ESCO2 FIRRE H2AX H2AZ1 H3-3A H3-3B HNRNPU LRIF1 MACROH2A1 MACROH2A2 MAEL PBX4 PCGF2 PCGF3 PCGF5 PHC1 PLK4 RING1 RNF2 SIN3B SMARCB1 SMARCC1 SMC5 SMC6 SMCHD1 SPDYA SUMO1 SUZ12 TSIX UBE2B XIST GOCC_SHELTERIN_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SHELTERIN_COMPLEX ACD POT1 TERF1 TERF2 TERF2IP TINF2 GOCC_SIDE_OF_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SIDE_OF_MEMBRANE ABCA1 ABCB1 ABCC4 ABCG1 ABCG2 ACE ACHE ACKR2 ACKR3 ACKR4 ACP1 ADA ADAM20 ADAM21 ADAM29 ADAM30 ADAM9 ADGRA3 ADGRE1 AJAP1 AKAP5 ALCAM ALOX15 ALPG ALPI ALPL ALPP AMOT ANK1 ANPEP ANTXR1 ANXA5 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 AP4B1 AQP2 AQP4 ART1 ART3 ART4 ASGR1 ASGR2 ASPSCR1 ASTN1 ATP1B2 ATP2C2 ATP6AP2 AZGP1 B2M B4GALT1 BCAM BCAN BCAP31 BDH1 BECN1 BIRC2 BLK BLOC1S1 BLOC1S2 BMPR1A BORCS5 BORCS6 BORCS7 BORCS8 BST1 BST2 BTN1A1 BTN2A1 BTN2A2 BTN2A3P BTN3A1 BTN3A2 BTN3A3 BTNL10P BTNL2 BTNL3 BTNL8 BTNL9 C2CD2L CA4 CACNB4 CALR CANX CAPN2 CARMIL2 CCR1 CCR10 CCR2 CCR3 CCR4 CCR5 CCR6 CCR7 CCR8 CCR9 CCRL2 CD109 CD14 CD160 CD163 CD163L1 CD177 CD19 CD1A CD1B CD1C CD1D CD1E CD2 CD200R1 CD200R1L CD207 CD209 CD22 CD226 CD24 CD244 CD248 CD27 CD274 CD276 CD28 CD302 CD33 CD34 CD36 CD3D CD3E CD3G CD4 CD40 CD40LG CD48 CD5 CD52 CD55 CD59 CD69 CD74 CD79A CD79B CD80 CD83 CD84 CD86 CD8A CD9 CDH1 CDH13 CDH5 CDIP1 CDK16 CEACAM21 CEACAM5 CEACAM6 CEACAM7 CEACAM8 CFC1 CFP CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP7 CHRNA4 CHRNA7 CHRNB2 CHUK CLCN3 CLEC10A CLEC12B CLEC14A CLEC17A CLEC2B CLEC2D CLEC4A CLEC4C CLEC4D CLEC4E CLEC4F CLEC4G CLEC4M CLEC6A CLPTM1 CNR2 CNTFR CNTN1 CNTN2 CNTN3 CNTN4 CNTN5 CNTN6 COA8 COLEC10 COLEC11 CPM CPO CRLF1 CRLF2 CSF2RA CSF2RB CSF3R CTLA4 CTSA CTSB CTSK CUBN CX3CR1 CXCL10 CXCL12 CXCL9 CXCR1 CXCR2 CXCR3 CXCR4 CXCR5 CXCR6 CYLD CYTH1 DAG1 DIABLO DLG1 DLG4 DNAI2 DNAJA1 DNAJA3 DNAJC19 DPEP1 DPEP2 DPEP3 DSG1 DTNA EBI3 ECE1 EEF1A1 EEF1A2 EFCAB7 EFNA1 EFNA2 EFNA3 EFNA4 EFNA5 ENG ENOX1 ENOX2 ENPEP ENPP3 ENPP6 EPB41 EPHA5 EPM2AIP1 EPN3 EPOR ERMAP ESYT1 ESYT2 ESYT3 F10 F2 F3 FADD FARP1 FAS FASLG FCER1G FCER2 FCGR1A FCGR2B FCGR3A FCGR3B FCGRT FCN1 FCN2 FCN3 FCRL6 FER FERMT2 FES FGA FGB FGF8 FGG FGR FKBP1A FLOT1 FOLR1 FOLR2 FOLR3 FRK FRMD1 FRMD6 FYN G6PD GAS1 GBP5 GEM GFAP GFRA1 GFRA2 GFRA3 GFRA4 GFRAL GHR GLIPR1L1 GLRA1 GM2A GML GNA11 GNA12 GNA13 GNA14 GNA15 GNAI1 GNAI2 GNAI3 GNAL GNAO1 GNAQ GNAS GNAT1 GNAT2 GNAT3 GNAZ GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG14 GNG2 GNG3 GNG4 GNG5 GNG5B GNG7 GNG8 GNGT1 GNGT2 GP1BA GP2 GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 GPIHBP1 GRAMD2A GRIA2 GSR HCK HEG1 HFE HHLA2 HID1 HJV HLA-A HLA-B HLA-C HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G HLA-H HM13 HSPA8 HTRA2 HYAL2 ICAM1 ICOSLG IDE IGSF21 IKBKB IL11RA IL12B IL12RB1 IL12RB2 IL13 IL13RA1 IL13RA2 IL17A IL1R1 IL1RL1 IL21R IL23R IL27RA IL2RA IL2RB IL2RG IL31RA IL3RA IL4R IL5RA IL6R IL6ST IL7R IL9R INSR IQGAP1 ITGA1 ITGA10 ITGA11 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA6 ITGA7 ITGA8 ITGA9 ITGAD ITGAE ITGAL ITGAM ITGAV ITGAX ITGB1 ITGB2 ITGB3 ITGB6 ITLN1 ITPR3 IZUMO1R JAK1 JAK2 JAK3 JUP KCNAB1 KCNAB2 KCNIP1 KCNJ3 KDR KIT KLRC1 KLRC2 KLRC3 KLRC4 KLRC4-KLRK1 KLRD1 KLRK1 KRAS KXD1 LAG3 LAMP1 LCK LCT LDLR LDLRAP1 LEPR LIFR LILRB1 LILRB4 LITAF LITAFD LRP2 LRRK2 LSAMP LY6D LY6E LY6G5B LY6G5C LY6G6C LY6G6D LY6H LY6K LY6L LY6S LY75 LY9 LYN LYNX1 LYPD1 LYPD2 LYPD3 LYPD4 LYPD5 LYPD6 LYPD6B LYPD8 MAP2K2 MAP3K5 MBL2 MCAM MDGA1 MDGA2 MELTF MFAP3 MFGE8 MICA MICALL1 MICB MIEN1 MMP17 MMP25 MOG MPL MR1 MS4A1 MS4A2 MSLN MUC16 MUC17 MYD88 MYH9 MYZAP NCAM1 NCF1 NDUFAF5 NEGR1 NEU3 NLRP10 NOA1 NPHS2 NRCAM NRN1 NRN1L NT5E NTM NTNG1 NTNG2 NTSR1 OMG OPCML OSBPL2 OSMR OTOA OTULINL P2RX1 P2RX7 P4HB PALM PAM16 PCSK9 PDCD1 PDCD1LG2 PDGFRA PGM5 PKD2 PKHD1 PKP4 PLAU PLAUR PLEKHA4 PLET1 PLG PPP1R9B PPP3CA PRLR PRMT8 PRND PRNP PRSS21 PRSS41 PRSS42P PRSS55 PSCA PTEN PTK6 PTP4A1 PTPN1 PTPN20 PTPN22 PTPN3 PTPN4 PTPN7 PTPRC RAB21 RAB5A RACGAP1 RAET1E RAET1G RAET1L RASA3 RASAL3 RECK RGMA RGMB RGS1 RGS2 RGS8 RHOA RNF31 RPL27 RPS26 RPS28 RPS29 RS1 RTBDN RTN4R RTN4RL1 RTN4RL2 S100A6 S1PR1 SAMD10 SAMD12 SCNN1A SCNN1B SCNN1G SCUBE1 SDC1 SELE SELL SELP SEMA7A SERPINA5 SHROOM4 SLAMF1 SLAMF6 SLAMF7 SLAMF9 SLC22A11 SLC2A4 SLC38A1 SLC4A1 SLC4A3 SLC7A5 SMPDL3B SNAPIN SNX18 SNX5 SOCS3 SPA17 SPACA4 SPAM1 SPN SPPL2A SPPL2B SPPL2C SPPL3 SPRN SPTA1 SPTB SRC SRMS ST14 STAB2 STAC STAC2 STAC3 SYAP1 SYK SYT6 TAPBP TAS2R16 TCN2 TDGF1 TECTA TECTB TEX101 TFPI TFR2 TFRC TGFBR2 TGFBR3 TGM3 TH THADA THBD THBS1 THY1 TIRAP TLR4 TLR8 TMC1 TMEM123 TNF TNFRSF10C TNFRSF11A TNFRSF13C TNFRSF14 TNFRSF18 TNFRSF4 TNFRSF9 TRADD TRAF1 TRAF2 TRAF3 TRAF3IP2 TRAF5 TRAF6 TREH TRGC1 TRGC2 TRGV1 TRGV2 TRGV3 TRGV4 TRGV5 TRGV8 TRGV9 TRPM8 TRPV1 TYK2 ULBP1 ULBP2 ULBP3 UMOD UMODL1 VCAM1 VNN1 VNN2 VTCN1 XCR1 XPNPEP2 YES1 ZAP70 GOCC_SIGNAL_PEPTIDASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SIGNAL_PEPTIDASE_COMPLEX SEC11A SEC11B SEC11C SPCS1 SPCS2 SPCS3 GOCC_SIGNAL_RECOGNITION_PARTICLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SIGNAL_RECOGNITION_PARTICLE BHLHE40-AS1 GJD2-DT LOC101929130 RN7SL1 RN7SL2 RN7SL3 SNAP25-AS1 SRP14 SRP19 SRP54 SRP68 SRP72 SRP9 TTC9-DT GOCC_SIN3_TYPE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SIN3_TYPE_COMPLEX ARID4A ARID4B BRMS1 BRMS1L CSNK2A1 HDAC1 HDAC2 ING1 ING2 MORF4L1 OGT PHF12 RBBP4 RBBP7 SAP130 SAP30 SAP30L SIN3A SIN3B SINHCAF SUDS3 TET1 GOCC_SITE_OF_DNA_DAMAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SITE_OF_DNA_DAMAGE ACTR2 ACTR3 ADPRS AIM2 APLF ARPC1A ARPC2 ARPC3 ARPC4 ARPC5 ASF1A ATF2 AUNIP CBX1 CBX3 CBX5 CGAS CHD1L CHD4 CNTD1 CUL5 CYREN DDB1 DDB2 DMC1 ELOA EPC1 ERCC6 ESCO2 EXD2 H2AX HELB HELQ HPF1 HROB HUS1 HUS1B IFFO1 INIP INTS3 KAT5 KAT7 KDM4D LMNA MACROH2A1 MAD2L2 MARCHF6-DT MBTD1 MMS22L MRE11 NABP1 NABP2 NBN NHEJ1 NKX3-1 OARD1 PARP1 PARP2 PARP3 PARP9 PAXX PHF1 PNKP POLH POLK POLL PRPF19 RAD18 RAD50 RAD51 RFWD3 RIF1 RNF138 RNF168 RNF169 RNF8 RPA1 RPA2 RPA3 RPA4 SAMHD1 SETMAR SHLD1 SHLD2 SHLD3 SIRT6 SIRT7 SLF1 SLF2 SLFN11 SMARCA5 SMARCAD1 SMARCAL1 SMC5 SMC6 SMCHD1 SPINDOC TIMELESS TONSL TP53 TP53BP1 TRAIP UBQLN4 UFL1 UIMC1 VCP WAS WDR70 WDR76 WRAP53 XPC XRCC1 XRCC4 XRCC5 ZBTB7A ZGRF1 ZMYND8 GOCC_SITE_OF_DOUBLE_STRAND_BREAK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SITE_OF_DOUBLE_STRAND_BREAK ACTR2 ACTR3 AIM2 APLF ARPC1A ARPC2 ARPC3 ARPC4 ARPC5 ASF1A ATF2 CGAS CHD1L CNTD1 CYREN DDB1 DMC1 EPC1 ESCO2 H2AX HELB HUS1 HUS1B IFFO1 INIP INTS3 KAT5 KDM4D LMNA MAD2L2 MBTD1 MMS22L MRE11 NABP1 NABP2 NBN NHEJ1 PARP1 PARP3 PAXX PHF1 PNKP POLH POLL PRPF19 RAD18 RAD50 RAD51 RFWD3 RIF1 RNF138 RNF168 RNF169 RNF8 RPA2 RPA3 RPA4 SAMHD1 SETMAR SHLD1 SHLD2 SHLD3 SIRT6 SIRT7 SLF1 SLF2 SMARCA5 SMARCAD1 SMARCAL1 SMC5 SMC6 SMCHD1 TIMELESS TONSL TP53 TP53BP1 UFL1 UIMC1 VCP WAS WDR70 WRAP53 XRCC4 ZBTB7A ZGRF1 GOCC_SITE_OF_POLARIZED_GROWTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SITE_OF_POLARIZED_GROWTH ABI1 ABITRAM ABL1 ACAP3 ADCY10 ADGRL1 ALS2 AMFR ANG APBB1 APBB2 APP ARHGAP4 ARPC3 ATCAY AUTS2 BASP1 BOC C9orf72 CBARP CBL CCDC120 CDK5 CDK5R1 CDK5R2 CDKL5 CFL1 CIB1 CNR1 COBL COPA COPG2 COTL1 CPEB4 CRMP1 CSNK1E CTNND1 CTTN CXADR CYFIP1 CYTH2 DBN1 DCC DCTN2 DISC1 DNM2 DOCK7 DPYSL3 DSCAM DTNBP1 DVL1 ELAVL4 EPHA4 EPS8 ERC2 EXOC3 EXOC4 EXOC6 EXOC7 EXOC8 FEZ1 FGF13 FKBP15 FKBP4 FLNA FLRT3 FMR1 FRMD7 FRY FRYL FSCN1 FSCN3 FXR1 FXR2 GAP43 GDPD5 GPM6A GPRIN1 GRM6 HAP1 HNRNPR HSP90AA1 HSP90AB1 IGF2BP1 IGHMBP2 INPP5J IQGAP1 ITGA3 ITGA4 KATNB1 KIF20B KIF21B KIF5C KLC1 L1CAM LAMP5 LMTK2 LRIG2 LRRK2 LRRTM1 MAP1B MAP2 MAP3K12 MAPK8IP3 MAPT MYH14 MYO5A MYO9A NDRG2 NECTIN1 NEFL NEO1 NGEF NGFR NIN NRSN1 OLFM1 ORAI2 OTX2 PAFAH1B1 PALLD PCDH9 PCDHGB1 PI4K2A PINK1 PPP1R9B PREX1 PSEN1 PSEN2 PTCH1 PTK2B PTPRO PTPRS RAC3 RASGRF1 RTN4R RUFY3 SCN11A SETX SHANK2 SHTN1 SIGMAR1 SIRT2 SLC2A13 SNAP25 SNCA SRC SSH1 STMN2 STMN3 STMN4 STX3 SYAP1 TAOK2 TENM2 THY1 TIAM1 TIAM2 TOR1A TRAK1 TRPC5 TRPV2 TRPV4 TSHZ3 TUBB3 TWF2 UNC5C USP9X WDR47 WHRN ZFYVE27 ZNF804A ZPR1 GOCC_SMAD_PROTEIN_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SMAD_PROTEIN_COMPLEX HMGA2 SMAD1 SMAD2 SMAD3 SMAD4 SMAD5 SMAD6 SMAD7 SMAD9 GOCC_SMALL_RIBOSOMAL_SUBUNIT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SMALL_RIBOSOMAL_SUBUNIT AURKAIP1 CHCHD1 DAP3 DHX29 EIF2A FAU IMP3 MRPL42 MRPS10 MRPS11 MRPS12 MRPS14 MRPS15 MRPS16 MRPS17 MRPS18A MRPS18B MRPS18C MRPS2 MRPS21 MRPS22 MRPS23 MRPS24 MRPS25 MRPS26 MRPS27 MRPS28 MRPS31 MRPS33 MRPS34 MRPS35 MRPS5 MRPS6 MRPS7 MRPS9 NPM1 PTCD3 RACK1 RPS10 RPS10P5 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS7 RPS8 RPS9 RPSA RPSA2 UBA52 GOCC_SMALL_SUBUNIT_PROCESSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SMALL_SUBUNIT_PROCESSOME AATF BMS1 C1orf131 DCAF13 DHX37 DIMT1 DNTTIP2 EMG1 ENSG00000275464 EXOSC10 FBL FBLL1 FCF1 HEATR1 IMP3 IMP4 KRR1 MPHOSPH10 NAT10 NGDN NOC4L NOL10 NOL6 NOL7 NOP14 NOP56 NOP58 PDCD11 PNO1 PRKDC PWP2 RCL1 RPS11 RPS12 RPS13 RPS14 RPS15A RPS16 RPS17 RPS19 RPS19BP1 RPS23 RPS24 RPS27 RPS27A RPS28 RPS3A RPS4X RPS5 RPS6 RPS7 RPS8 RPS9 RRP7A RRP9 SNU13 TBL3 UTP11 UTP14A UTP14C UTP15 UTP18 UTP20 UTP23 UTP25 UTP3 UTP4 UTP6 WDR3 WDR36 WDR43 WDR46 WDR75 XRCC5 GOCC_SMC5_SMC6_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SMC5_SMC6_COMPLEX EID3 NSMCE1 NSMCE2 NSMCE3 NSMCE4A SLF1 SLF2 SMC5 SMC6 GOCC_SMN_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SMN_COMPLEX DDX20 GEMIN2 GEMIN4 GEMIN5 GEMIN6 GEMIN7 GEMIN8 SMN1 SMN2 STRAP GOCC_SMN_SM_PROTEIN_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SMN_SM_PROTEIN_COMPLEX DDX20 GEMIN2 GEMIN4 GEMIN5 GEMIN6 GEMIN7 GEMIN8 SMN1 SMN2 SNRPB SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SNRPGP15 STRAP GOCC_SMOOTH_ENDOPLASMIC_RETICULUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SMOOTH_ENDOPLASMIC_RETICULUM APOB APP AQP8 CALR CASQ1 DNAJC3 ERP29 FTCD GABARAP GBA2 HSD3B1 HSD3B2 HSP90B1 HYOU1 JPH4 MYO1D PGRMC1 PPIB PSEN1 RPL10 RYR1 RYR2 RYR3 SLCO1B3-SLCO1B7 SLMAP STX17 SVIP SYVN1 TH TTYH1 GOCC_SMOOTH_ENDOPLASMIC_RETICULUM_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SMOOTH_ENDOPLASMIC_RETICULUM_MEMBRANE AQP8 FTCD HSD3B1 HSD3B2 PGRMC1 SLCO1B3-SLCO1B7 STX17 SVIP TTYH1 GOCC_SM_LIKE_PROTEIN_FAMILY_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SM_LIKE_PROTEIN_FAMILY_COMPLEX AAR2 ARFGEF1 BUD13 CD2BP2 CLNS1A DDX20 DDX23 DDX39B DDX46 EFTUD2 GEMIN2 GEMIN4 GEMIN5 GEMIN6 GEMIN7 GEMIN8 HEXIM1 HTATSF1 LARP7 LSM1 LSM10 LSM11 LSM2 LSM3 LSM4 LSM5 LSM6 LSM7 LSM8 LUC7L LUC7L2 LUC7L3 MEPCE OVAAL PHF5A PPIH PRPF18 PRPF3 PRPF31 PRPF39 PRPF4 PRPF40A PRPF40B PRPF6 PRPF8 RBM42 RBMX2 RN7SK RNU1-4 RNU11 RNU2-1 RNU4-1 RNU4-2 RNU4ATAC RNU5A-1 RNU5B-1 RNU5D-1 RNU5E-1 RNU5F-1 RNU6-1 RNU6-7 RNU6-9 RNU6ATAC RNVU1-1 RNVU1-14 RNVU1-15 RNVU1-17 RNVU1-19 RNVU1-2A RNVU1-3 RNVU1-4 RNVU1-6 RNVU1-7 RNVU1-8 SART1 SF3A1 SF3A2 SF3A3 SF3B1 SF3B2 SF3B3 SF3B4 SF3B5 SF3B6 SLU7 SMN1 SMN2 SNIP1 SNRNP200 SNRNP27 SNRNP40 SNRNP70 SNRPA SNRPA1 SNRPB SNRPB2 SNRPC SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SNRPGP15 SNRPN SNU13 STRAP TAF12-DT TGS1 TSSC4 TXNL4A TXNL4B USP39 WEE2-AS1 ZMAT2 GOCC_SNARE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SNARE_COMPLEX BET1 BET1L BNIP1 CPLX1 CPLX2 CPLX3 CPLX4 GOSR1 GOSR2 NAPA NAPB NAPG SEC22B SNAP23 SNAP25 SNAP29 SNAP47 SNX4 STX10 STX11 STX12 STX16 STX17 STX18 STX19 STX1A STX1B STX2 STX3 STX4 STX5 STX6 STX7 STX8 STXBP5 STXBP5L SYN2 TSNARE1 USE1 VAMP1 VAMP2 VAMP3 VAMP4 VAMP7 VAMP8 VTI1A VTI1B YKT6 GOCC_SNO_S_RNA_CONTAINING_RIBONUCLEOPROTEIN_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SNO_S_RNA_CONTAINING_RIBONUCLEOPROTEIN_COMPLEX DKC1 FBL FBLL1 GAR1 LSM6 MPHOSPH10 NAF1 NHP2 NOP10 NOP56 NOP58 POP1 POP4 POP5 POP7 RMRP RPP25 RPP25L RPP30 RPP38 RPP40 RRP9 SNORA62 SNORA63 SNORA73A SNORA74A SNRNP40 SNU13 TERC GOCC_SODIUM_CHANNEL_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SODIUM_CHANNEL_COMPLEX GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 SCN10A SCN11A SCN1A SCN1B SCN2A SCN2B SCN3A SCN3B SCN4A SCN4B SCN5A SCN7A SCN8A SCN9A SCNN1A SCNN1B SCNN1D SCNN1G TRPM4 GOCC_SODIUM_POTASSIUM_EXCHANGING_ATPASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SODIUM_POTASSIUM_EXCHANGING_ATPASE_COMPLEX ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP1B1 ATP1B2 ATP1B3 ATP1B4 ATP4B FXYD1 FXYD2 FXYD4 GOCC_SOMATODENDRITIC_COMPARTMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SOMATODENDRITIC_COMPARTMENT ABHD12 ABHD13 ABHD17A ABHD17B ABHD17C ABI2 ABI3 ABITRAM ABL1 ABR ACAD9 ACTN2 ACVRL1 ADAM10 ADAM11 ADAM21 ADCY10 ADCY2 ADCY4 ADCY8 ADCY9 ADCYAP1 ADGRB1 ADNP ADORA1 ADORA2A ADORA3 ADRA2A AGO2 AGRP AKAP12 AKAP5 AKAP9 ALCAM ALS2 AMFR AMIGO1 ANG ANK3 ANKS1B ANXA3 APBA1 APBA2 APBA3 APOB APOD APOE APP ARC ARF4 ARFGEF2 ARHGAP32 ARHGAP33 ARHGAP44 ARHGEF15 ARHGEF7 ASAP1 ASCL1 ASIC2 ASS1 ASTN1 ASTN2 ATCAY ATF4 ATOH7 ATP13A2 ATP1A2 ATP1A3 ATP2B2 ATP6AP2 ATP7A ATXN10 ATXN1L AURKA AVP AZIN2 BACE1 BAG2 BAIAP2 BCR BDNF BECN1 BGLAP BIN1 BMPR1A BMPR1B BMPR2 BNIP3 BPTF BRD1 BRINP1 BRINP2 BRINP3 BSN C4A C4B C9orf72 CACNA1A CACNA1B CACNA1C CACNA1E CACNA1F CACNG2 CACNG3 CACNG4 CACNG7 CAD CADM1 CADM2 CALB1 CALB2 CALCA CAMK2A CAMK2N1 CAPN2 CAPRIN1 CASC3 CASP3 CASR CCN3 CCNG1 CCR2 CCR4 CD200 CD22 CD2AP CD3E CD40 CDC42 CDK5 CDK5R1 CDKL5 CHL1 CHRM1 CHRM2 CHRM3 CHRM4 CHRM5 CHRNA10 CHRNA3 CHRNA4 CIB1 CLCN2 CLSTN2 CLSTN3 CLU CNGA3 CNIH2 CNIH3 CNKSR2 CNN3 CNR2 CNTN2 CNTNAP2 COBL COMT CPEB1 CPEB3 CPEB4 CPLX1 CPLX2 CPNE5 CPNE6 CPT1C CRH CRHBP CRHR2 CRIPT CRMP1 CRYAB CSNK1E CTNND1 CTNND2 CTTN CTTNBP2 CX3CL1 CX3CR1 CYBB CYFIP1 CYGB CYP17A1 CYP46A1 DAB2IP DAGLA DBN1 DBNL DCTN1 DDN DGKI DHX36 DIP2A DIP2B DLG2 DLG4 DMWD DNAJB1 DNER DNM3 DOCK10 DPYSL5 DRD1 DRD2 DRD4 DRP2 DSCAM DTNB DTNBP1 DVL1 DYRK1A EEF2K EFHC1 EFNA2 EIF4A3 ELAVL4 ELFN1 ELK1 ELOVL5 ENC1 ENO2 EPHA10 EPHA3 EPHA4 EPHA5 EPHA6 EPHA7 EPHA8 EPHB1 EPHB2 EPHB3 EPHB6 ERMN ERO1A EVX1 FARP1 FAT3 FBXO2 FBXO31 FBXW11 FCGR2B FCHSD1 FEZ1 FGF13 FKBP4 FLNA FLOT2 FLRT1 FMR1 FRMD7 FRMPD4 FUBP3 FXR1 FXR2 FYN FZD3 FZD4 FZD5 G3BP1 GABBR1 GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRB1 GABRD GABRE GABRG1 GABRG2 GABRG3 GAL GAP43 GCHFR GDI1 GFRA1 GHR GHRH GIGYF2 GIP GIPC1 GJC2 GLRA1 GLRA3 GLRB GLRX2 GLRX3 GLRX5 GNA12 GNAI2 GNAT1 GNAZ GNB3 GNG13 GNG3 GOPC GPER1 GPHN GPM6A GPR179 GRIA1 GRIA2 GRIA3 GRIA4 GRID2 GRIK2 GRIK3 GRIN1 GRIN2A GRIN3A GRIN3B GRIP1 GRIP2 GRIPAP1 GRM1 GRM2 GRM3 GRM5 GRM6 GRM7 GSK3A GSK3B HAP1 HCFC1 HCN1 HCN2 HCN3 HCN4 HDAC1 HDAC6 HIP1R HMCN2 HNRNPR HNRNPU HOMER1 HOMER2 HOMER3 HPCA HPN HRH1 HRH2 HRH3 HRH4 HSP90AA1 HSP90AA4P HSP90AB1 HSPA8 HTR1A HTR1B HTR1D HTR1E HTR1F HTR2A HTR2B HTR2C HTR4 HTR5A HTR6 HTR7 HTT IFT20 IFT52 IFT57 IGF1R IGF2BP1 IGSF9 IL1RAPL1 IL6ST INHA INPP5A INPP5F INPP5J INSR ITGA1 ITGA4 ITGA8 ITGB1 ITPKA ITPR3 JAM2 JPH4 KATNB1 KCNA1 KCNA2 KCNA4 KCNB1 KCNB2 KCNC1 KCNC2 KCNC3 KCNC4 KCND1 KCND2 KCND3 KCNE3 KCNH1 KCNIP1 KCNIP2 KCNIP4 KCNJ14 KCNJ2 KCNK1 KCNK2 KCNN1 KCNN2 KCNN3 KCNN4 KCNQ1 KIF17 KIF1A KIF1B KIF1C KIF21A KIF21B KIF3B KIF5A KIF5B KIF5C KIRREL1 KIRREL3 KISS1 KLHL1 KLHL14 KLHL17 KLHL20 KLHL24 KNCN KNDC1 KPNA1 KREMEN1 L1CAM LAMA2 LAMP5 LDLR LGI1 LHFPL4 LMTK2 LMTK3 LPAR1 LRFN3 LRIT3 LRP2 LRP4 LRP6 LRP8 LRRC4 LRRK2 LSM1 LYNX1 LYPD6 LZTS1 LZTS3 MAGEE1 MAGI2 MAGOHB MAP1A MAP1B MAP1S MAP2 MAP2K4 MAP6 MAPK8 MAPK8IP1 MAPK8IP2 MAPK8IP3 MAPT MARK1 MARK2 MARK3 MARK4 MAST1 MAX MBP MCRS1 MINK1 MIR107 MLPH MME MOB4 MPDZ MPL MPP2 MT3 MTMR2 MTOR MUL1 MYL7 MYO10 MYO1D MYOT N4BP3 NCDN NCF1 NCS1 NDEL1 NDFIP1 NDN NDUFS7 NECAB2 NECTIN1 NECTIN3 NEDD4 NEGR1 NEURL1 NEUROG1 NF1 NGB NGDN NGF NGFR NIN NLGN1 NLGN2 NLGN4X NOS1 NPFF NPPA NQO1 NR1D1 NRDC NRSN1 NRSN2 NRXN1 NSF NSG1 NSG2 NSMF NTF3 NTF4 NTRK1 NTRK2 NTSR1 NUMA1 OLFM1 OMP OPA1 OPHN1 OPN4 OPRD1 OPRK1 OPRM1 OSBP2 P2RX2 P2RX4 P2RX6 P2RX7 P2RY1 PAFAH1B1 PAK1 PALM PALMD PALS1 PCDH8 PCSK1 PCSK2 PDE1A PDE1B PDE1C PDE4B PDE9A PDLIM4 PDYN PENK PGRMC1 PHAF1 PHAX PI4K2A PICALM PJVK PLEC PLK2 PLK3 PLXDC1 PMM1 PMM2 PNOC POLR2M PPFIA1 PPFIA2 PPP1CA PPP1CC PPP1R1B PPP1R9A PPP1R9B PPP2R1A PPP3CA PPT1 PREX1 PRKAA1 PRKAA2 PRKACA PRKAR2B PRKCG PRKCZ PRNP PRPH PRR7 PRRT2 PRSS12 PSD PSD2 PSEN1 PSEN2 PTCH1 PTEN PTK2 PTK2B PTK7 PTPRF PTPRN PTPRO PTPRS PUM2 PURA PYCARD RAB17 RAB27A RAB3IP RAB5A RAB8A RABGEF1 RAC1 RAC3 RACK1 RANGAP1 RAP1GAP RAPGEF2 RARA RBM3 RBM8A RCVRN RELN RET RGS12 RGS14 RGS7BP RGS8 RHOA RIC3 RIN3 RIT2 RNF112 ROGDI ROR2 RPH3A RPL28 RPS6 RPTOR RRM1 RTN1 RTN4R RTN4RL1 RTN4RL2 RUFY3 S100A5 S100B SACS SAMD14 SAMD4A SARM1 SCGN SCN11A SCN1A SCN1B SEMA3A SEMA4F SEPTIN11 SEPTIN14 SEPTIN4 SERPINF1 SERPINI1 SEZ6 SEZ6L SEZ6L2 SGCE SHANK1 SHANK2 SHANK3 SHARPIN SHISA6 SHISA7 SHISA8 SHISA9 SHTN1 SIAH2 SIPA1L1 SIRT2 SKOR1 SLC12A2 SLC12A5 SLC17A8 SLC18A2 SLC1A1 SLC1A3 SLC22A3 SLC24A1 SLC25A27 SLC2A3 SLC32A1 SLC38A1 SLC38A2 SLC38A7 SLC3A2 SLC4A10 SLC4A8 SLC5A7 SLC6A1 SLC6A2 SLC6A3 SLC6A6 SLC8A1 SLC8A2 SLC8A3 SLC9A5 SMN1 SMN2 SMO SMURF1 SNAP25 SNCA SNCAIP SNCB SNCG SNX14 SOD1 SORBS2 SORCS2 SORL1 SOS1 SPG11 SPTBN2 SPTBN4 SRC SRCIN1 SRD5A1 SRD5A2 SRGAP2 SRR SRSF10 SST STAT1 STAU1 STAU2 STMN2 STRN STRN3 STRN4 STX3 STX4 SV2A SYAP1 SYN1 SYNDIG1 SYNE1 SYNGAP1 SYNPO SYT11 SYT4 SYT5 TAC1 TACR1 TACR3 TANC1 TANC2 TAOK2 TBX21 TENM2 TGFB2 TGFB3 TH THY1 TIAM1 TIAM2 TMEM100 TMEM108 TMEM151A TMEM185A TMEM222 TMEM266 TMEM50A TMPRSS3 TMPRSS5 TNF TNFRSF1B TNN TOP1 TP63 TPBG TPGS1 TPX2 TRAK1 TRAK2 TRAPPC4 TRIM3 TRIM9 TRPC5 TRPM2 TRPM4 TRPM5 TRPV1 TSC22D4 TTBK1 TTLL7 TUBB3 TUBB4A TXN2 TXNRD2 UBB UCHL1 UCN UHMK1 UNC5A UNC5C UPF3B URI1 USH2A USP33 USP50 USP8 VGF VPS35 VSTM5 VTI1A VTI1B WASHC5 WDFY3 WDR47 WFS1 WHRN XRN1 YKT6 ZC3H14 ZC4H2 ZDHHC5 ZFYVE27 ZMYND8 ZNF385A ZNF804A ZPR1 ZWINT GOCC_SORTING_ENDOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SORTING_ENDOSOME ARHGAP1 CLTCL1 KDR LDLR NRP1 PTPN1 GOCC_SPECIFIC_GRANULE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SPECIFIC_GRANULE ACAA1 ADAM10 ADAM8 ADGRG3 AGPAT2 ALDH3B1 ANO6 ANXA11 ANXA3 AOC1 AP1M1 ARG1 ARMC8 ATP11A ATP6V1D ATP8A1 ATP8B4 B2M BPI BST1 C3AR1 CAMP CANT1 CD177 CD33 CD36 CD47 CD53 CD59 CD93 CEACAM1 CEACAM3 CEACAM8 CEP290 CFP CHI3L1 CHIT1 CHRNB4 CKAP4 CLCN3 CLEC12A CLEC4D CLEC5A CMTM6 CNN2 CRACR2A CRISP3 CTSD CTSZ CXCL1 CYBA CYBB CYFIP1 DEFA4 DEGS1 DGAT1 DNAJC5 DNASE1L1 DOCK2 ELANE ERP44 FCAR FOLR3 FPR2 FRK GGH GHDC GPR84 GSDMD HGSNAT HMOX2 HP HPSE HVCN1 ILF2 ITGAL ITGAM ITGAV ITGB2 JUP KCNAB2 KPNB1 LAIR1 LAMTOR1 LAMTOR2 LAMTOR3 LCN2 LILRA3 LRG1 LRRC7 LTF LYZ MCEMP1 MLEC MMP25 MMP8 MOSPD2 MS4A3 NEU1 NFKB1 NIT2 OLFM4 OLR1 ORM1 ORM2 ORMDL3 OSCAR P2RX1 PDXK PGLYRP1 PGRMC1 PLAU PLAUR PLD1 PRG3 PTPN6 PTPRB PTPRJ PTX3 QPCT QSOX1 RAB27A RAB37 RAB44 RAP1A RAP2B RETN SCAMP1 SLC15A4 SLC27A2 SLC2A3 SLC2A5 SLC44A2 SLCO4C1 SLPI SNAP23 SNAP25 SPTAN1 STK10 STOM STX3 STX4 STXBP2 STXBP3 TARM1 TCN1 TIMP2 TMBIM1 TMC6 TMEM30A TMEM63A TNFRSF1B TOLLIP TOM1 TRPM2 TSPAN14 UBR4 VAMP1 VAMP8 VCL GOCC_SPECIFIC_GRANULE_LUMEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SPECIFIC_GRANULE_LUMEN ACAA1 AOC1 ARG1 ARMC8 B2M BPI CAMP CANT1 CEP290 CFP CHI3L1 CHIT1 CNN2 CRACR2A CRISP3 CTSD CTSZ CXCL1 CYFIP1 DEFA4 DNASE1L1 DOCK2 ELANE ERP44 FOLR3 FRK GGH GHDC GSDMD HP HPSE ILF2 JUP KPNB1 LCN2 LRG1 LRRC7 LTF LYZ MMP8 NEU1 NFKB1 NIT2 OLFM4 ORM1 ORM2 OSCAR PDXK PGLYRP1 PRG3 PTPN6 PTX3 QPCT QSOX1 RAB27A RETN SLPI SPTAN1 TCN1 TIMP2 TOLLIP VCL GOCC_SPECIFIC_GRANULE_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SPECIFIC_GRANULE_MEMBRANE ADAM10 ADAM8 ADGRG3 AGPAT2 ALDH3B1 ANO6 AP1M1 ATP11A ATP6V1D ATP8A1 ATP8B4 BST1 C3AR1 CD177 CD33 CD36 CD47 CD53 CD59 CD93 CEACAM1 CEACAM3 CEACAM8 CHRNB4 CKAP4 CLEC12A CLEC4D CLEC5A CMTM6 CYBA CYBB DEGS1 DGAT1 DNAJC5 FCAR FPR2 GPR84 HGSNAT HMOX2 HVCN1 ITGAL ITGAM ITGAV ITGB2 KCNAB2 LAIR1 LAMTOR1 LAMTOR2 LAMTOR3 LILRA3 MCEMP1 MLEC MMP25 MOSPD2 MS4A3 OLR1 ORMDL3 P2RX1 PGRMC1 PLAU PLAUR PLD1 PTPRB PTPRJ RAB37 RAB44 RAP1A RAP2B SCAMP1 SLC15A4 SLC27A2 SLC2A3 SLC2A5 SLC44A2 SLCO4C1 SNAP23 SNAP25 STK10 STOM TARM1 TMBIM1 TMC6 TMEM30A TMEM63A TNFRSF1B TOM1 TRPM2 TSPAN14 UBR4 VAMP1 VAMP8 GOCC_SPECTRIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SPECTRIN EPB41L2 PRKCB SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 GOCC_SPECTRIN_ASSOCIATED_CYTOSKELETON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SPECTRIN_ASSOCIATED_CYTOSKELETON ANK1 ANK3 DMTN EPB41 RHBG SPTA1 SPTB SPTBN1 SPTBN2 GOCC_SPERMATOPROTEASOME_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SPERMATOPROTEASOME_COMPLEX PSMA8 PSMB10 PSMB8 PSMB9 PSME4 GOCC_SPERM_ANNULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SPERM_ANNULUS SEPTIN12 SEPTIN2 SEPTIN4 SEPTIN6 SEPTIN7 SLC26A8 GOCC_SPERM_CONNECTING_PIECE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SPERM_CONNECTING_PIECE AKAP4 CAPZB CFAP47 DNAJB13 FSIP2 PMFBP1 PRKAR1A SPATA6 SPATA6L SPATC1L SUN5 GOCC_SPERM_FIBROUS_SHEATH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SPERM_FIBROUS_SHEATH AKAP3 AKAP4 CABYR FSCB GSTM3 PGK2 SPA17 GOCC_SPERM_HEAD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SPERM_HEAD ACTL9 ADAM20 ADAM21 ADAM29 ADAM30 ALDOA CCDC38 CST11 DEFB132 DNAJB1 OPN4 PLCZ1 RHO SCAPER TACR1 TACR2 WBP2NL GOCC_SPERM_HEAD_PLASMA_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SPERM_HEAD_PLASMA_MEMBRANE ADAM20 ADAM21 ADAM29 ADAM30 OPN4 RHO GOCC_SPERM_MIDPIECE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SPERM_MIDPIECE ACE AK2 AKAP3 AKAP4 ATG16L1 ATP1A4 C9orf24 CALM1 CALM2 CALM3 CCDC172 CCDC34 CCR6 CD52 CFAP58 CFAP65 CFAP69 DEFB1 FSIP2 GABARAP GARIN2 GK2 HSP90AA1 HSPD1 HYAL3 IFT172 IFT27 IFT81 IL4I1 LYZL6 MROH2B NHERF1 NME8 PACRG PPP3R2 PTCHD3 RAP1A RHO SLC26A3 SLC26A6 SPATA19 SPATA33 SPEF2 SQSTM1 TACR1 TACR2 TACR3 TBC1D21 TCP11 TEKT4 TOMM20 VDAC2 VPS13A GOCC_SPERM_MITOCHONDRIAL_SHEATH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SPERM_MITOCHONDRIAL_SHEATH AK2 GK2 HSP90AA1 PPP3R2 SPATA33 GOCC_SPERM_PLASMA_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SPERM_PLASMA_MEMBRANE ABHD2 ADAM20 ADAM21 ADAM29 ADAM30 CCR6 EPPIN HSP90AA1 HSP90B1 HSPD1 LYZL6 OPN4 RHO TMEM95 GOCC_SPERM_PRINCIPAL_PIECE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SPERM_PRINCIPAL_PIECE AKAP3 AKAP4 ATP2B4 C2CD6 CABS1 CATSPER1 CATSPER4 CATSPERB CATSPERD CATSPERE CATSPERG CATSPERZ CCR6 CFAP119 EFCAB2 EFCAB9 ENKUR ENO4 FSCB FSIP2 IFT172 IFT27 IFT81 NME8 PFKM PGAM4 SCNN1A SLC22A14 SLC9B1 SLC9B2 SPA17 SPAG6 TEKT4 TMEM249 GOCC_SPHERICAL_HIGH_DENSITY_LIPOPROTEIN_PARTICLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SPHERICAL_HIGH_DENSITY_LIPOPROTEIN_PARTICLE APOA1 APOA2 APOC2 APOC3 APOM CLU HPR PON1 GOCC_SPINDLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SPINDLE AAAS ABRAXAS2 ACOT13 AGBL5 AKT1 ALMS1 ALPK1 ANAPC5 ANAPC7 ANKFN1 ANKRD53 ANXA11 APP ARHGEF2 ARHGEF7 ARL2BP ARL3 ARL8A ARL8B ASPM ATAT1 ATM AUNIP AURKA AURKB AURKC BBLN BCCIP BCL2L10 BEX4 BIRC5 BIRC6 BOD1 BORA BRCC3 BUB1B C1orf112 CALM1 CALM2 CALM3 CAPG CAPN6 CBX1 CBX3 CCAR2 CCDC117 CCDC57 CCDC69 CCNB1 CCSAP CD180 CDC14A CDC14B CDC14C CDC16 CDC20 CDC25B CDC27 CDC42 CDC6 CDC7 CDCA8 CDK1 CDK5RAP2 CENPE CENPF CENPV CEP104 CEP128 CEP162 CEP170 CEP19 CEP295 CEP350 CEP44 CEP63 CEP85 CEP89 CEP95 CETN1 CHAMP1 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CIAO1 CIAO2B CKAP2 CKAP2L CKAP5 CLASP1 CLASP2 CLTA CLTC CLTCL1 CNTRL CRMP1 CSAG1 CSNK1A1 CSNK1D CSPP1 CTDP1 CTNNB1 CTTN CUL3 CXCR2 CYLD DCDC1 DCDC2 DCTN1 DCTN3 DCTN4 DCUN1D5 DDX11 DIAPH1 DIDO1 DLGAP5 DNAAF1 DR1 DSN1 DYNC1I1 DYNC1LI1 DYNC2I1 DYNLL1 DYNLT1 DYNLT2B DYNLT3 E4F1 ECT2 EFHC1 EMD EML1 EML2 EML3 EML4 ENKD1 EPB41 ERCC2 ESPL1 EVI5 FAM110A FAM110C FAM161A FAM83D FBF1 FBXO5 FLCN FMN2 FRY GEM GIT1 GOLGA2 GPSM2 GPX2 HASPIN HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HDAC3 HECW2 HEPACAM2 HMMR HNF4G HNRNPU HSF1 HSPA2 HSPB1 IK IKBKG INCENP INO80 INPPL1 INVS IQCB1 IRAG2 JTB KASH5 KAT14 KAT2A KAT2B KAT5 KATNA1 KATNAL1 KATNAL2 KATNB1 KATNBL1 KBTBD8 KIF11 KIF14 KIF15 KIF16B KIF18A KIF18B KIF20A KIF20B KIF22 KIF23 KIF2A KIF2B KIF2C KIF3A KIF3B KIF4A KIFAP3 KIFC1 KIFC2 KLHL21 KLHL22 KLHL42 KNSTRN KNTC1 KPNA7 LATS1 LATS2 LEMD2 LIMK2 LSM14A MAD1L1 MAD2L1 MAD2L1BP MAD2L2 MAEA MAK MAP10 MAP1S MAP2K5 MAP4 MAP7D1 MAP7D3 MAP9 MAPK1 MAPK14 MAPK15 MAPKBP1 MAPRE1 MAPRE2 MAPRE3 MBIP MICAL3 MID1 MIS12 MISP MMS19 MTCL1 MTUS1 MYF6 MYH9 MZT1 MZT2A MZT2B NCOR1 NDE1 NDEL1 NEDD1 NEDD9 NEIL2 NEK2 NEK6 NEK7 NGRN NIN NPM1 NR3C1 NSL1 NSUN2 NUBP2 NUDC NUDCD2 NUMA1 NUP62 NUP85 NUSAP1 ODAM ODF2 OR2A4 PAFAH1B1 PARP4 PHLPP2 PIN4 PINX1 PKD2 PKHD1 PKP4 PLEKHG6 PLK1 PLK2 PLK3 PMF1 POC1A POC1B POLB POLDIP2 PPP2CA PPP2CB PRC1 PRPF19 PSRC1 PTP4A1 PTPN7 PYCR3 RAB11A RAB11FIP4 RACGAP1 RAD21 RAE1 RALBP1 RANGAP1 RASSF1 RASSF10 RB1 RCC2 RGS14 RIF1 RMDN1 RMDN2 RMDN3 RPS3 RPS6KA2 RSPH1 RTRAF SAC3D1 SBDS SEPTIN1 SEPTIN12 SEPTIN2 SEPTIN6 SEPTIN7 SGF29 SGO1 SHCBP1 SHCBP1L SIRT2 SKA1 SKA2 SKA3 SLC25A5 SLC34A1 SMC1A SMC3 SMC6 SNCG SPAG5 SPAG8 SPAST SPATA17 SPATA5 SPATA5L1 SPDL1 SPECC1L SPICE1 SPIN1 SPOUT1 STAG1 STAG2 STX1B TACC3 TADA2A TADA3 TAF1D TBCCD1 TBCK TBL1X TBL1XR1 TERF1 TFDP2 TMEM201 TMEM9 TNKS TOPBP1 TOPORS TPPP TPR TPT1 TPX2 TRAPPC14 TRAT1 TRIM75 TTC23L TTC28 TTK TTL TTLL12 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B TUBG1 TUBG2 TUBGCP2 TUBGCP3 TUBGCP4 TUBGCP5 TUBGCP6 UBXN2B UMOD UNC119 USP44 UXT VPS4A VPS4B WAPL WDR5 WDR62 WDR73 WNK1 WRAP73 YEATS2 YPEL5 ZNF207 ZW10 ZWILCH ZZZ3 GOCC_SPINDLE_MICROTUBULE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SPINDLE_MICROTUBULE ARL3 AURKA AURKB AURKC BBLN BOD1 CALM1 CALM2 CALM3 CAPN6 CCDC57 CCSAP CDK1 CENPE CEP295 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CLASP1 CLASP2 CLTC CSNK1D CUL3 DYNLT3 EML3 FAM110A FAM161A HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HNRNPU KIF11 KIF18A KIF18B KIF2A KIF3A KIF3B KIF4A KIFAP3 KLHL21 KLHL22 KNTC1 MAP1S MAP9 MAPRE1 MAPRE3 MISP NUMA1 PAFAH1B1 PARP4 PLK1 POLB PRC1 PSRC1 RAB11A RMDN1 RMDN2 RMDN3 SKA1 SKA2 SKA3 TTL TUBG1 TUBG2 TUBGCP3 ZW10 ZWILCH GOCC_SPINDLE_MIDZONE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SPINDLE_MIDZONE APP ARL8A ARL8B AURKA AURKB AURKC C1orf112 CCDC69 CDC42 CDC6 CDCA8 CENPE CENPV CTDP1 CTTN EML1 GEM HNRNPU INCENP KIF14 KIF18A KIF18B KIF20B MAP10 MAP9 MAPRE1 MAPRE2 MAPRE3 NUMA1 OR2A4 PKP4 PLK1 PRC1 RACGAP1 RCC2 RIF1 UNC119 GOCC_SPINDLE_POLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SPINDLE_POLE AAAS ABRAXAS2 ALMS1 ALPK1 ANKRD53 ARHGEF7 ASPM AUNIP AURKA AURKB AURKC BCCIP BEX4 BIRC6 BOD1 BRCC3 CALM1 CALM2 CALM3 CCNB1 CDC14A CDC14B CDC14C CDC20 CDC25B CDC6 CDK5RAP2 CENPF CEP104 CEP128 CEP19 CEP44 CEP63 CEP85 CEP89 CEP95 CETN1 CKAP2 CKAP2L CKAP5 CNTRL CSAG1 CSPP1 CTDP1 CTNNB1 CUL3 DCTN1 DCTN4 DDX11 DLGAP5 DNAAF1 DSN1 DYNC1I1 DYNC1LI1 DYNC2I1 DYNLT2B EFHC1 EMD EML1 ENKD1 FAM110A FAM110C FAM161A FAM83D FBF1 FRY GIT1 GOLGA2 GPSM2 HAUS1 HAUS8 HNRNPU HSF1 IK IKBKG INPPL1 IRAG2 KASH5 KAT5 KATNA1 KATNAL1 KATNAL2 KATNB1 KATNBL1 KIF11 KIF20B KIF2A KLHL21 KLHL22 KNSTRN KNTC1 LATS1 LATS2 MAD1L1 MAD2L1 MAP10 MAPK14 MAPKBP1 MAPRE1 MIS12 MISP MTCL1 NDE1 NEDD1 NEDD9 NEK2 NEK6 NEK7 NIN NPM1 NSL1 NUBP2 NUDCD2 NUMA1 NUP62 ODF2 OR2A4 PKP4 PLEKHG6 PLK1 PLK2 PLK3 PMF1 POC1A POC1B PPP2CA PPP2CB PRC1 PSRC1 RAB11A RAD21 RAE1 RALBP1 RASSF1 RASSF10 RGS14 RMDN1 RMDN2 RMDN3 SBDS SGO1 SMC1A SMC3 SMC6 SPAG5 SPAST SPATA17 SPDL1 SPOUT1 STAG1 STAG2 TACC3 TBCCD1 TMEM201 TNKS TOPBP1 TOPORS TPT1 TPX2 TTC28 TUBG1 TUBGCP2 TUBGCP3 TUBGCP4 TUBGCP5 TUBGCP6 UBXN2B UMOD UNC119 UXT VPS4A VPS4B WDR62 WDR73 YPEL5 ZW10 GOCC_SPINDLE_POLE_CENTROSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SPINDLE_POLE_CENTROSOME ABRAXAS2 AURKA AURKB AURKC DLGAP5 EMD MISP NDE1 NPM1 NUBP2 NUMA1 SPOUT1 TBCCD1 UBXN2B GOCC_SPLICEOSOMAL_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SPLICEOSOMAL_COMPLEX AAR2 ADAR AKAP17A ALYREF API5 AQR ARMC7 BCAS2 BUD13 BUD31 C9orf78 CACTIN CASC3 CCDC12 CDC40 CDC5L CIRBP CLNS1A CRIPT CRNKL1 CTNNBL1 CWC15 CWC22 CWC25 CWC27 CWF19L1 CWF19L2 DDX23 DDX39B DDX41 DDX46 DDX5 DHX15 DHX16 DHX32 DHX35 DHX38 DHX8 DNAJC17 DQX1 EFTUD2 EIF4A3 ESS2 FRG1 GCFC2 GEMIN2 GPATCH1 GPKOW HNRNPA1 HNRNPA1L2 HNRNPA1L3 HNRNPA2B1 HNRNPA3 HNRNPC HNRNPF HNRNPH1 HNRNPH3 HNRNPK HNRNPM HNRNPR HNRNPU HSPA8 HTATSF1 IK ISY1 IVNS1ABP LGALS3 LSM2 LSM3 LSM4 LSM5 LSM6 LSM7 LSM8 LUC7L LUC7L2 LUC7L3 MAGOH MAGOHB MFAP1 MTREX NCL PABPC1 PDCD7 PHF5A PLRG1 PNN PPIE PPIH PPIL1 PPIL2 PPIL3 PPP1R8 PPWD1 PRKRIP1 PRPF18 PRPF19 PRPF3 PRPF31 PRPF38A PRPF38B PRPF39 PRPF4 PRPF40A PRPF40B PRPF4B PRPF6 PRPF8 PTBP2 RALY RBM17 RBM22 RBM28 RBM3 RBM41 RBM44 RBM48 RBM5 RBM8A RBMX RBMX2 RBMXL1 RBMXL2 RBMXL3 RBMY1A1 RBMY1B RBMY1D RBMY1E RBMY1F RBMY1J RHEB RNF113A RNF113B RNPC3 SART1 SCNM1 SF1 SF3A1 SF3A2 SF3A3 SF3B1 SF3B2 SF3B3 SF3B4 SF3B5 SF3B6 SLU7 SMNDC1 SMU1 SNIP1 SNRNP200 SNRNP25 SNRNP35 SNRNP40 SNRNP48 SNRNP70 SNRPA SNRPA1 SNRPB SNRPB2 SNRPC SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SNRPGP15 SNRPN SNU13 SNW1 SREK1 SRRM1 SRRM2 SRSF1 SUGP1 SYF2 SYNCRIP TFIP11 TRA2A TRA2B TSSC4 TTF2 TXNL4A TXNL4B U2AF1 U2AF1L4 U2AF2 UPF1 USP39 WAC WBP4 WDR83 XAB2 YBX1 YJU2 YJU2B ZCCHC8 ZCRB1 ZMAT2 ZMAT5 ZNF830 ZRSR2 ZRSR2P1 GOCC_SPLICEOSOMAL_SNRNP_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SPLICEOSOMAL_SNRNP_COMPLEX AAR2 BUD13 CD2BP2 DDX23 DDX39B DDX46 EFTUD2 HTATSF1 LSM2 LSM3 LSM4 LSM5 LSM6 LSM7 LSM8 LUC7L LUC7L2 LUC7L3 OVAAL PHF5A PPIH PRPF18 PRPF3 PRPF31 PRPF39 PRPF4 PRPF40A PRPF40B PRPF6 PRPF8 RBM42 RBMX2 RNU1-4 RNU11 RNU2-1 RNU4-1 RNU4-2 RNU4ATAC RNU5A-1 RNU5B-1 RNU5D-1 RNU5E-1 RNU5F-1 RNU6-1 RNU6-7 RNU6-9 RNU6ATAC RNVU1-1 RNVU1-14 RNVU1-15 RNVU1-17 RNVU1-19 RNVU1-2A RNVU1-3 RNVU1-4 RNVU1-6 RNVU1-7 RNVU1-8 SART1 SF3A1 SF3A2 SF3A3 SF3B1 SF3B2 SF3B3 SF3B4 SF3B5 SF3B6 SNIP1 SNRNP200 SNRNP27 SNRNP40 SNRNP70 SNRPA SNRPA1 SNRPB SNRPB2 SNRPC SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SNRPGP15 SNRPN SNU13 TAF12-DT TSSC4 TXNL4A TXNL4B USP39 WEE2-AS1 ZMAT2 GOCC_SPLICEOSOMAL_TRI_SNRNP_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SPLICEOSOMAL_TRI_SNRNP_COMPLEX CD2BP2 DDX23 EFTUD2 LSM2 LSM3 LSM4 LSM5 LSM6 LSM7 LSM8 PPIH PRPF18 PRPF3 PRPF31 PRPF4 PRPF6 PRPF8 RBM42 RNU4-1 RNU4-2 RNU5A-1 RNU5B-1 RNU5D-1 RNU5E-1 RNU5F-1 RNU6-1 RNU6-7 RNU6-9 SART1 SNRNP200 SNRNP27 SNRNP40 SNRPA SNRPB SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SNRPGP15 SNRPN SNU13 TXNL4A TXNL4B USP39 ZMAT2 GOCC_STEREOCILIA_COUPLING_LINK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_STEREOCILIA_COUPLING_LINK ADGRV1 MYO7A PDZD7 USH1C USH2A VEZT WHRN GOCC_STEREOCILIUM_BASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_STEREOCILIUM_BASE GRXCR2 MYO7A PJVK TPRN TRIOBP GOCC_STEREOCILIUM_BUNDLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_STEREOCILIUM_BUNDLE ADCY6 ADGRV1 ANKRD24 ATP8B1 BBS2 CALB1 CDC14A CDH23 CEACAM16 CIB2 CLIC5 CLRN1 CLRN2 DCDC2 DOCK4 ELMOD3 EPS8 EPS8L2 ESPN ESPNL FCHSD2 FSCN2 GRXCR1 GRXCR2 HOMER2 IDO1 IFT20 KNCN KPTN LHFPL5 LOXHD1 MKKS MORN4 MPP1 MYO15A MYO1C MYO3A MYO3B MYO7A NHERF1 PAFAH1B1 PCDH15 PDZD7 PJVK PKHD1L1 PLS1 RHOC RIPOR2 RSPH9 SLC4A7 STRC STRCP1 TMC1 TMC2 TPRN TRIOBP TRPA1 TSPEAR TWF2 USH1C USH2A VEZT WHRN GOCC_STEREOCILIUM_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_STEREOCILIUM_MEMBRANE ADGRV1 CLRN2 MYO1C RIPOR2 USH2A VEZT GOCC_STEREOCILIUM_TIP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_STEREOCILIUM_TIP CDC14A CDH23 CEACAM16 EPS8 EPS8L2 ESPN ESPNL HOMER2 LHFPL5 MORN4 MYO3A MYO3B NHERF1 PDZD7 PKHD1L1 STRC STRCP1 TMC1 TMC2 USH1C WHRN GOCC_STRIATED_MUSCLE_THIN_FILAMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_STRIATED_MUSCLE_THIN_FILAMENT ACTA1 ACTL8 LMOD1 LMOD2 LMOD3 PVALEF TMOD1 TMOD2 TMOD3 TMOD4 TNNC1 TNNC2 TNNI1 TNNI2 TNNI3 TNNT1 TNNT2 TNNT3 TPM1 TPM2 TPM3 TPM4 GOCC_SUMO_LIGASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SUMO_LIGASE_COMPLEX EID3 NSMCE1 NSMCE2 NSMCE3 NSMCE4A RANBP2 RANGAP1 SLF1 SLF2 SMC5 SMC6 SUMO4 UBE2I GOCC_SUPER_ELONGATION_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SUPER_ELONGATION_COMPLEX AFF1 AFF2 AFF3 AFF4 EAF1 EAF2 GOCC_SUPRAMOLECULAR_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SUPRAMOLECULAR_COMPLEX ABCC9 ABRA ABRAXAS2 ACKR2 ACTA1 ACTA2 ACTB ACTBL2 ACTC1 ACTG1 ACTG2 ACTL6A ACTL6B ACTL8 ACTL9 ACTN1 ACTN2 ACTN3 ACTN4 ADAMTS10 ADAMTSL5 ADORA2A ADPRHL1 AGO1 AGO2 AGO3 AGO4 AHCTF1 AHNAK AHNAK2 AICDA AIF1 AIF1L AJUBA AK1 AKAP4 AKNA ALDOA AMOT ANAPC16 ANK1 ANK2 ANK3 ANKRD1 ANKRD2 ANKRD23 ANKRD34A ANKRD34B ANKRD34C ANXA1 APC APC2 APOBEC3A APOBEC3B APOBEC3C APOBEC3D APOBEC3F APOBEC3G APOBEC3H APPBP2 ARC ARF1 ARFGEF2 ARHGAP18 ARHGAP4 ARHGAP6 ARHGEF2 ARHGEF25 ARID2 ARL3 ARL6 ARPC3 ASB2 ASPM ASZ1 ATAT1 ATP2B4 ATXN2 ATXN2L AURKA AURKB AURKC AVIL BAG2 BAG3 BAIAP2 BARD1 BBLN BCAS3 BCL10 BEX4 BFSP1 BFSP2 BICD1 BIN1 BIRC5 BMAL1 BMP10 BOD1 BOD1L2 BRD7 BTBD1 BTBD2 BUB1 BUB1B BUB3 C10orf71 C1orf112 C4orf47 C9orf72 CAB39 CACNA1C CACNA1D CACNA1S CALD1 CALM1 CALM2 CALM3 CAMSAP1 CAMSAP2 CAMSAP3 CAPN3 CAPN6 CAPRIN1 CAPZB CARHSP1 CARMIL1 CASC3 CASP1 CASP14 CASQ1 CASQ2 CAV3 CAVIN4 CBX5 CCDC181 CCDC57 CCDC66 CCNB1 CCSAP CCT2 CCT3 CCT4 CCT5 CCT6A CCT7 CCT8 CD2AP CDC20 CDC42 CDK1 CDK2AP2 CDK5 CDK5R1 CDK5RAP2 CDK5RAP3 CDK9 CDT1 CELF1 CENPC CENPE CENPF CENPH CENPI CENPJ CENPK CENPL CENPM CENPN CENPO CENPP CENPQ CENPS CENPT CENPU CENPV CENPW CENPX CEP162 CEP170 CEP170B CEP295 CEP57 CEP57L1 CFAP107 CFAP126 CFAP141 CFAP144 CFAP161 CFAP20 CFAP206 CFAP210 CFAP276 CFAP45 CFAP52 CFAP53 CFAP77 CFAP95 CFDP1 CFL2 CHAMP1 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CIRBP CKAP2 CKAP5 CLASP1 CLASP2 CLDN11 CLIP1 CLIP2 CLIP3 CLIP4 CLMP CLOCK CLTC CMA1 CMYA5 CNOT1 CNOT2 CNOT3 CNOT7 CNOT8 CNOT9 COBL COL10A1 COL11A1 COL11A2 COL1A1 COL1A2 COL27A1 COL28A1 COL2A1 COL3A1 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 COL5A1 COL5A2 COL5A3 COL6A1 COL6A3 COL7A1 COL8A1 CORO1A CORO1B CORO1C COTL1 CPEB1 CRHBP CRYAB CSDE1 CSNK1A1 CSNK1D CSPP1 CSRP1 CSRP2 CSRP3 CSTPP1 CTNNB1 CTPS1 CTPS2 CTSG CTSH CTTN CUL3 CYLD CYP2A6 DAG1 DAZAP2 DCDC1 DCDC2 DCDC2B DCDC2C DCP1A DCP1B DCP2 DCPS DCTN1 DCTN2 DCTN3 DCTN4 DCTN5 DCTN6 DCX DCXR DDX1 DDX19A DDX19B DDX25 DDX28 DDX3X DDX3Y DDX4 DDX6 DEK DES DHX30 DHX36 DHX9 DIAPH1 DIAPH2 DIAPH3 DIS3L2 DISC1 DLG1 DLGAP2 DMD DMTN DNAH1 DNAH10 DNAH11 DNAH12 DNAH14 DNAH17 DNAH2 DNAH3 DNAH5 DNAH6 DNAH7 DNAH8 DNAH9 DNAI1 DNAI2 DNAJA3 DNAJB6 DNAL1 DNAL4 DNM1 DNM1L DNM2 DNM3 DPP9 DPYSL2 DPYSL3 DSN1 DSP DST DUSP22 DVL1 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNC2H1 DYNC2LI1 DYNLL1 DYNLL2 DYNLRB1 DYNLRB2 DYNLT1 DYNLT2 DYNLT3 DYRK3 EDC3 EDC4 EFEMP2 EFHB EFHC1 EFHC2 EID1 EIF2S1 EIF3A EIF3B EIF4E EIF4E2 EIF4EBP2 EIF4ENIF1 EIF4G1 EIF6 ELAVL1 ELN EMD EML1 EML2 EML3 EML4 EML5 EML6 ENDOV ENKD1 ENKUR ENO1 EPPK1 ERCC6L ESPN EVPL EXD1 EZR FAM110A FAM110C FAM161A FAM161B FAM166B FAM166C FAM184A FAM83H FASTK FASTKD1 FASTKD2 FASTKD3 FASTKD5 FBF1 FBLN1 FBLN5 FBN1 FBN2 FBN3 FBP2 FBXL22 FBXO22 FBXO28 FBXO32 FBXW11 FERMT2 FEZ1 FGF13 FHDC1 FHL2 FHL3 FHL5 FHOD3 FIGN FKBP1A FKBP1B FKBP4 FLACC1 FLG FLNA FLNB FLNC FMN1 FMR1 FRG1 FSD1 FXR1 FXR2 FYN G3BP1 G3BP2 GABARAP GABARAPL1 GABARAPL3 GABPB1 GARRE1 GAS2 GAS2L1 GAS2L2 GAS2L3 GAS7 GAS8 GDPD2 GFAP GGPS1 GHR GIGYF2 GJB6 GLRX3 GOLGA2 GPATCH11 GPER1 GRAMD2B GRB7 GRSF1 GTF2B GTSE1 H3-3A H3-3B HABP4 HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HAX1 HCK HDAC6 HELZ HELZ2 HENMT1 HID1 HIPK2 HJURP HLA-DRB1 HNRNPK HNRNPL HNRNPU HOMER1 HOOK1 HOOK2 HOOK3 HOXD10 HRC HSF1 HSPB1 HSPH1 IDO1 IFFO1 IFFO2 IGF2BP1 IGF2BP2 IGF2BP3 IGFN1 ILK INA INCENP INF2 INO80 INVS IQGAP1 ISG20 ITGB1BP2 ITGB3BP JAKMIP1 JAM3 JPH1 JPH2 JUP KANSL1 KAT2B KAT5 KAT8 KATNA1 KATNAL1 KATNAL2 KATNB1 KCNA5 KCNAB2 KCNE1 KCNJ8 KCNN2 KCTD6 KEAP1 KHNYN KIF11 KIF12 KIF13A KIF13B KIF14 KIF15 KIF16B KIF17 KIF18A KIF18B KIF19 KIF1A KIF1B KIF1C KIF20A KIF20B KIF21A KIF21B KIF22 KIF23 KIF24 KIF25 KIF26A KIF26B KIF27 KIF28P KIF2A KIF2B KIF2C KIF3A KIF3B KIF3C KIF4A KIF4B KIF5A KIF5B KIF5C KIF6 KIF7 KIF9 KIFAP3 KIFC1 KIFC2 KIFC3 KLC1 KLC2 KLC3 KLC4 KLHL21 KLHL22 KLHL40 KLHL41 KNL1 KNSTRN KNTC1 KPNB1 KRT1 KRT10 KRT12 KRT13 KRT14 KRT15 KRT16 KRT17 KRT18 KRT19 KRT2 KRT20 KRT222 KRT23 KRT24 KRT25 KRT26 KRT27 KRT28 KRT3 KRT31 KRT32 KRT33A KRT33B KRT34 KRT35 KRT36 KRT37 KRT38 KRT39 KRT4 KRT40 KRT5 KRT6A KRT6B KRT6C KRT7 KRT71 KRT72 KRT73 KRT74 KRT75 KRT76 KRT77 KRT78 KRT79 KRT8 KRT80 KRT81 KRT82 KRT83 KRT84 KRT85 KRT86 KRT87P KRT9 KRTAP1-1 KRTAP1-3 KRTAP1-4 KRTAP1-5 KRTAP10-1 KRTAP10-10 KRTAP10-11 KRTAP10-12 KRTAP10-2 KRTAP10-3 KRTAP10-4 KRTAP10-5 KRTAP10-6 KRTAP10-7 KRTAP10-8 KRTAP10-9 KRTAP11-1 KRTAP12-1 KRTAP12-2 KRTAP12-3 KRTAP12-4 KRTAP13-1 KRTAP13-2 KRTAP13-3 KRTAP13-4 KRTAP15-1 KRTAP16-1 KRTAP17-1 KRTAP19-1 KRTAP19-2 KRTAP19-3 KRTAP19-4 KRTAP19-5 KRTAP19-6 KRTAP19-7 KRTAP19-8 KRTAP2-1 KRTAP2-3 KRTAP2-4 KRTAP20-1 KRTAP20-2 KRTAP20-3 KRTAP20-4 KRTAP21-1 KRTAP21-2 KRTAP21-3 KRTAP22-1 KRTAP22-2 KRTAP23-1 KRTAP24-1 KRTAP25-1 KRTAP26-1 KRTAP27-1 KRTAP29-1 KRTAP3-1 KRTAP3-2 KRTAP3-3 KRTAP4-1 KRTAP4-11 KRTAP4-12 KRTAP4-16 KRTAP4-2 KRTAP4-3 KRTAP4-4 KRTAP4-5 KRTAP4-6 KRTAP4-8 KRTAP4-9 KRTAP5-1 KRTAP5-10 KRTAP5-11 KRTAP5-2 KRTAP5-3 KRTAP5-4 KRTAP5-5 KRTAP5-6 KRTAP5-7 KRTAP5-8 KRTAP5-9 KRTAP6-1 KRTAP6-2 KRTAP6-3 KRTAP7-1 KRTAP8-1 KRTAP9-1 KRTAP9-2 KRTAP9-3 KRTAP9-4 KRTAP9-6 KRTAP9-7 KRTAP9-8 KRTAP9-9 KY LARP1 LARP1B LARP4 LARP4B LCP1 LDB3 LDLRAP1 LIMD1 LIN28A LMAN1 LMNA LMNB1 LMNB2 LMNTD1 LMNTD2 LMOD1 LMOD2 LMOD3 LRPPRC LRRC10 LRRC27 LRRC39 LRRC49 LRWD1 LSM1 LSM14A LSM2 LSM3 LSM4 LSM6 LTBP1 LTBP4 LUM LZTS2 MACF1 MAD1L1 MAD2L1 MAEL MAP10 MAP1A MAP1B MAP1LC3A MAP1LC3B MAP1LC3B2 MAP1LC3C MAP1S MAP2 MAP2K2 MAP3K11 MAP4 MAP6 MAP6D1 MAP7 MAP9 MAPRE1 MAPRE2 MAPRE3 MAPT MARK2 MATCAP1 MBNL1 MCRIP1 MCRIP2 MDM1 MEAF6 MEFV MEIKIN MEX3A MEX3B MFAP1 MFAP2 MFAP4 MFAP5 MICAL1 MICAL2 MID1 MID1IP1 MID2 MIS12 MISP MMP2 MNS1 MOV10 MOV10L1 MT3 MTA1 MTBP MTM1 MTMR12 MTUS1 MTUS2 MX1 MX2 MYBPC1 MYBPC2 MYBPC3 MYBPH MYBPHL MYH1 MYH10 MYH11 MYH13 MYH14 MYH15 MYH2 MYH3 MYH4 MYH6 MYH7 MYH7B MYH8 MYH9 MYL1 MYL11 MYL12A MYL12B MYL2 MYL3 MYL4 MYL5 MYL6B MYL7 MYL9 MYLK2 MYO18A MYO18B MYO1A MYO1B MYO1C MYO3A MYO5A MYO6 MYO9A MYO9B MYOD1 MYOM1 MYOM2 MYOM3 MYOT MYOZ1 MYOZ2 MYOZ3 MYPN MYZAP NANOS2 NANOS3 NARF NAV1 NAV3 NBDY NBR1 NCKAP1 NCKAP5 NCKAP5L NCKIPSD NCL NDC80 NDE1 NDEL1 NDRG1 NEB NEBL NEFH NEFL NEFM NEK2 NEK6 NEK7 NES NEXN NFKBIZ NICN1 NIN NINL NME7 NOCT NOS1AP NPNT NRAP NRP1 NSL1 NSUN2 NUDC NUDCD2 NUF2 NUFIP2 NUMA1 NUP107 NUP133 NUP160 NUP37 NUP43 NUP85 NUP98 NUSAP1 NXF1 NYNRIN OBSCN OBSL1 ODAM ODF1 ODF2 ODF3 ODF3L2 OGFOD1 OPA1 ORC2 PABPC1 PABPC1L PABPC1L2A PABPC1L2B PABPC3 PABPC4 PABPC4L PABPC5 PACRG PAFAH1B1 PAK1 PALLD PAN2 PAN3 PARP4 PARVA PARVB PATL1 PATL2 PAWR PBRM1 PBXIP1 PCBP1 PCNT PDE4B PDE4DIP PDLIM1 PDLIM2 PDLIM3 PDLIM4 PDLIM5 PDLIM7 PGM5 PHF10 PHF2 PHF6 PIERCE1 PIERCE2 PINX1 PIWIL1 PIWIL2 PIWIL3 PIWIL4 PKP1 PKP2 PLEC PLK1 PLK2 PLK3 PLS1 PLS3 PMF1 PNN PNRC1 PNRC2 POF1B POLB POLDIP3 POLI POLR2G POLR2M POTEE POTEF POTEI POTEJ POTEKP PPL PPP1CC PPP1R12A PPP1R12B PPP2R5A PPP3CA PPP3CB PPP6R2 PQBP1 PRC1 PRICKLE4 PRKAA2 PRKD1 PRPH PRRC2C PSEN1 PSEN2 PSMA2 PSMA4 PSMA6 PSMC2 PSMC3 PSRC1 PSTPIP1 PSTPIP2 PTPN20 PUM1 PUM2 PVALEF PYCARD PYROXD1 RAB11A RAB3D RAC1 RAC2 RAC3 RACGAP1 RADIL RANGAP1 RASSF1 RASSF2 RASSF3 RASSF5 RBFOX1 RBM20 RBM4 RBPMS RC3H1 RC3H2 RCC2 RCSD1 REC8 REEP1 REEP2 REEP3 REEP4 REM1 RGS14 RHOQ RIBC2 RMDN1 RMDN2 RMDN3 RNF135 RNF4 ROCK1 ROCK2 ROR2 RP1 RP1L1 RPGRIP1L RPL28 RPL6 RPLP0 RPS4X RPS6 RPTOR RPUSD3 RPUSD4 RSPH1 RTN2 RUSC1 RYR1 RYR2 RYR3 SAA1 SAMD4A SAMD4B SARM1 SARNP SAXO1 SAXO2 SCN1A SCN3B SCN5A SCN8A SCO1 SCO2 SCTR SCYGR1 SCYGR10 SCYGR2 SCYGR3 SCYGR4 SCYGR5 SCYGR6 SCYGR7 SCYGR8 SCYGR9 SDC4 SEC13 SEH1L SELENOS SEPTIN2 SEPTIN6 SEPTIN7 SEPTIN9 SERP1 SERPINB1 SGO1 SGO2 SH2B2 SHANK2 SHB SHFL SHROOM1 SHROOM2 SHROOM3 SHROOM4 SHTN1 SIMC1 SIN3A SIRT2 SKA1 SKA2 SKA3 SLAIN1 SLAIN2 SLC1A4 SLC2A1 SLC39A2 SLC4A1 SLC8A1 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCE1 SMC1A SMG1 SMN1 SMN2 SMPX SMTN SMTNL1 SMTNL2 SNCA SNCAIP SNPH SNRPB2 SNRPG SNRPGP15 SNTB2 SOCS1 SORBS2 SPACA9 SPAG17 SPAG5 SPAG6 SPAG8 SPAST SPC24 SPC25 SPDL1 SPECC1 SPECC1L SPEF1 SPOUT1 SPRY2 SPTBN1 SPTBN4 SQSTM1 SRC SRI SRPRB SS18L1 SSB SSNA1 STAU1 STAU2 STIM1 STK11 STMN1 STUB1 STYXL2 SUGT1 SUMO1 SUMO3 SVIL SYBU SYMPK SYNC SYNE1 SYNE2 SYNJ1 SYNM SYNPO SYNPO2 SYNPO2L TAF5L TARDBP TBCA TBCB TBCC TBCD TBCE TBRG4 TCAP TCHP TCP1 TCP11L1 TDRD1 TDRD5 TDRD6 TDRD7 TDRD9 TDRKH TEK TEKT1 TEKT2 TEKT3 TEKT4 TEKTIP1 TEX14 TFPT THSD4 TIA1 TIAL1 TIAM1 TLK2 TMEM214 TMOD1 TMOD2 TMOD3 TMOD4 TNK2 TNNC1 TNNC2 TNNI1 TNNI2 TNNI3 TNNT1 TNNT2 TNNT3 TNRC6A TNRC6B TNRC6C TOGARAM1 TOGARAM2 TOP1 TP53BP1 TPGS1 TPGS2 TPM1 TPM2 TPM3 TPM4 TPPP TPPP2 TPPP3 TPR TPT1 TPX2 TRAPPC12 TRIM21 TRIM25 TRIM32 TRIM5 TRIM54 TRIM55 TRIM63 TRIM71 TRPV4 TRUB2 TSC1 TSTD1 TTC30A TTC30B TTK TTL TTLL1 TTLL11 TTLL13 TTLL3 TTLL4 TTLL5 TTLL6 TTLL7 TTLL8 TTLL9 TTN TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B TUBD1 TUBE1 TUBG1 TUBG2 TUBGCP2 TUBGCP3 TUBGCP4 TUBGCP5 TUBGCP6 TUT4 TWF1 TWF2 UBAP2 UBAP2L UHMK1 UNC45B UPF1 UPF2 UPP2 USP3 VCL VCP VIM VMAC VPS18 WAS WDR47 WHAMM WHRN WIPF1 WTIP XIRP2 XPO1 XRN1 YBX1 YES1 YTHDC2 YTHDF1 YTHDF2 YTHDF3 ZAR1 ZAR1L ZC3H12A ZC3H12B ZC3H12C ZC3H12D ZFAND1 ZFP36 ZFP36L1 ZNF207 ZNF276 ZNF804A ZNFX1 ZW10 ZWILCH ZWINT GOCC_SUPRAMOLECULAR_POLYMER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SUPRAMOLECULAR_POLYMER ABCC9 ABRA ABRAXAS2 ACKR2 ACTA1 ACTA2 ACTB ACTBL2 ACTC1 ACTG1 ACTG2 ACTL8 ACTL9 ACTN1 ACTN2 ACTN3 ACTN4 ADAMTS10 ADAMTSL5 ADORA2A ADPRHL1 AHNAK AHNAK2 AIF1 AIF1L AK1 AKAP4 AKNA ALDOA AMOT ANK1 ANK2 ANK3 ANKRD1 ANKRD2 ANKRD23 ANXA1 APC APC2 APPBP2 ARF1 ARFGEF2 ARHGAP18 ARHGAP4 ARHGAP6 ARHGEF2 ARHGEF25 ARL3 ARL6 ARPC3 ASB2 ASPM ATAT1 ATP2B4 AURKA AURKB AURKC AVIL BAG2 BAG3 BAIAP2 BBLN BCAS3 BCL10 BEX4 BFSP1 BFSP2 BICD1 BIN1 BIRC5 BMP10 BOD1 C10orf71 C4orf47 CAB39 CACNA1C CACNA1D CACNA1S CALD1 CALM1 CALM2 CALM3 CAMSAP1 CAMSAP2 CAMSAP3 CAPN3 CAPN6 CAPZB CARMIL1 CASP1 CASP14 CASQ1 CASQ2 CAV3 CAVIN4 CCDC181 CCDC57 CCDC66 CCSAP CCT2 CCT3 CCT4 CCT5 CCT6A CCT7 CCT8 CD2AP CDK1 CDK2AP2 CDK5 CDK5R1 CDK5RAP2 CDK5RAP3 CENPE CENPJ CEP162 CEP170 CEP170B CEP295 CEP57 CEP57L1 CFAP107 CFAP126 CFAP141 CFAP144 CFAP161 CFAP20 CFAP206 CFAP210 CFAP276 CFAP45 CFAP52 CFAP53 CFAP77 CFAP95 CFL2 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CKAP2 CKAP5 CLASP1 CLASP2 CLDN11 CLIP1 CLIP2 CLIP3 CLIP4 CLMP CLTC CMYA5 COBL COL10A1 COL11A1 COL11A2 COL1A1 COL1A2 COL27A1 COL28A1 COL2A1 COL3A1 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 COL5A1 COL5A2 COL5A3 COL6A1 COL6A3 COL8A1 CORO1A CORO1B CORO1C COTL1 CRHBP CRYAB CSNK1A1 CSNK1D CSPP1 CSRP1 CSRP2 CSRP3 CSTPP1 CTNNB1 CTPS1 CTPS2 CTTN CUL3 CYLD CYP2A6 DAG1 DCDC1 DCDC2 DCDC2B DCDC2C DCTN1 DCTN2 DCTN4 DCX DCXR DEK DES DIAPH1 DIAPH2 DIAPH3 DISC1 DLG1 DLGAP2 DMD DMTN DNAH1 DNAH10 DNAH11 DNAH12 DNAH14 DNAH17 DNAH2 DNAH3 DNAH5 DNAH6 DNAH7 DNAH8 DNAH9 DNAI1 DNAI2 DNAJA3 DNAJB6 DNAL1 DNAL4 DNM1 DNM1L DNM2 DNM3 DPP9 DPYSL2 DPYSL3 DSP DST DUSP22 DVL1 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNC2H1 DYNC2LI1 DYNLL1 DYNLL2 DYNLRB1 DYNLRB2 DYNLT1 DYNLT2 DYNLT3 EFEMP2 EFHB EFHC1 EFHC2 EIF3A EIF6 ELN EMD EML1 EML2 EML3 EML4 EML5 EML6 ENKD1 ENKUR ENO1 EPPK1 ESPN EVPL EZR FAM110A FAM110C FAM161A FAM161B FAM166B FAM166C FAM83H FBF1 FBLN1 FBLN5 FBN1 FBN2 FBN3 FBP2 FBXL22 FBXO22 FBXO32 FBXW11 FERMT2 FEZ1 FGF13 FHDC1 FHL2 FHL3 FHL5 FHOD3 FIGN FKBP1A FKBP1B FKBP4 FLACC1 FLNA FLNB FLNC FMN1 FRG1 FSD1 FXR1 FYN GABARAP GABARAPL1 GABARAPL3 GAS2 GAS2L1 GAS2L2 GAS2L3 GAS7 GAS8 GDPD2 GFAP GGPS1 GJB6 GLRX3 GOLGA2 GPER1 GRAMD2B GTSE1 HABP4 HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HCK HDAC6 HID1 HLA-DRB1 HNRNPU HOMER1 HOOK1 HOOK2 HOOK3 HRC HSPB1 HSPH1 IDO1 IFFO1 IFFO2 IGFN1 ILK INA INCENP INF2 INO80 INVS IQGAP1 ITGB1BP2 JAKMIP1 JAM3 JPH1 JPH2 JUP KAT2B KATNA1 KATNAL1 KATNAL2 KATNB1 KCNA5 KCNAB2 KCNE1 KCNJ8 KCNN2 KCTD6 KEAP1 KIF11 KIF12 KIF13A KIF13B KIF14 KIF15 KIF16B KIF17 KIF18A KIF18B KIF19 KIF1A KIF1B KIF1C KIF20A KIF20B KIF21A KIF21B KIF22 KIF23 KIF24 KIF25 KIF26A KIF26B KIF27 KIF28P KIF2A KIF2B KIF2C KIF3A KIF3B KIF3C KIF4A KIF4B KIF5A KIF5B KIF5C KIF6 KIF7 KIF9 KIFAP3 KIFC1 KIFC2 KIFC3 KLC1 KLC2 KLC3 KLC4 KLHL21 KLHL22 KLHL40 KLHL41 KNSTRN KNTC1 KRT1 KRT10 KRT12 KRT13 KRT14 KRT15 KRT16 KRT17 KRT18 KRT19 KRT2 KRT20 KRT222 KRT23 KRT24 KRT25 KRT26 KRT27 KRT28 KRT3 KRT31 KRT32 KRT33A KRT33B KRT34 KRT35 KRT36 KRT37 KRT38 KRT39 KRT4 KRT40 KRT5 KRT6A KRT6B KRT6C KRT7 KRT71 KRT72 KRT73 KRT74 KRT75 KRT76 KRT77 KRT78 KRT79 KRT8 KRT80 KRT81 KRT82 KRT83 KRT84 KRT85 KRT86 KRT87P KRT9 KRTAP1-1 KRTAP1-3 KRTAP1-4 KRTAP1-5 KRTAP10-1 KRTAP10-10 KRTAP10-11 KRTAP10-12 KRTAP10-2 KRTAP10-3 KRTAP10-4 KRTAP10-5 KRTAP10-6 KRTAP10-7 KRTAP10-8 KRTAP10-9 KRTAP11-1 KRTAP12-1 KRTAP12-2 KRTAP12-3 KRTAP12-4 KRTAP13-1 KRTAP13-2 KRTAP13-3 KRTAP13-4 KRTAP15-1 KRTAP16-1 KRTAP17-1 KRTAP19-1 KRTAP19-2 KRTAP19-3 KRTAP19-4 KRTAP19-5 KRTAP19-6 KRTAP19-7 KRTAP19-8 KRTAP2-1 KRTAP2-3 KRTAP2-4 KRTAP20-1 KRTAP20-2 KRTAP20-3 KRTAP20-4 KRTAP21-1 KRTAP21-2 KRTAP21-3 KRTAP22-1 KRTAP22-2 KRTAP23-1 KRTAP24-1 KRTAP25-1 KRTAP26-1 KRTAP27-1 KRTAP29-1 KRTAP3-1 KRTAP3-2 KRTAP3-3 KRTAP4-1 KRTAP4-11 KRTAP4-12 KRTAP4-16 KRTAP4-2 KRTAP4-3 KRTAP4-4 KRTAP4-5 KRTAP4-6 KRTAP4-8 KRTAP4-9 KRTAP5-1 KRTAP5-10 KRTAP5-11 KRTAP5-2 KRTAP5-3 KRTAP5-4 KRTAP5-5 KRTAP5-6 KRTAP5-7 KRTAP5-8 KRTAP5-9 KRTAP6-1 KRTAP6-2 KRTAP6-3 KRTAP7-1 KRTAP8-1 KRTAP9-1 KRTAP9-2 KRTAP9-3 KRTAP9-4 KRTAP9-6 KRTAP9-7 KRTAP9-8 KRTAP9-9 KY LCP1 LDB3 LDLRAP1 LMAN1 LMNA LMNB1 LMNB2 LMNTD1 LMNTD2 LMOD1 LMOD2 LMOD3 LRPPRC LRRC10 LRRC27 LRRC39 LRRC49 LTBP1 LTBP4 LUM LZTS2 MACF1 MAP10 MAP1A MAP1B MAP1LC3A MAP1LC3B MAP1LC3B2 MAP1LC3C MAP1S MAP2 MAP2K2 MAP3K11 MAP4 MAP6 MAP6D1 MAP7 MAP9 MAPRE1 MAPRE2 MAPRE3 MAPT MARK2 MATCAP1 MDM1 MEFV MFAP1 MFAP2 MFAP4 MFAP5 MICAL1 MICAL2 MID1 MID1IP1 MID2 MISP MMP2 MNS1 MT3 MTA1 MTM1 MTMR12 MTUS1 MTUS2 MX1 MX2 MYBPC1 MYBPC2 MYBPC3 MYBPH MYBPHL MYH1 MYH10 MYH11 MYH13 MYH14 MYH15 MYH2 MYH3 MYH4 MYH6 MYH7 MYH7B MYH8 MYH9 MYL1 MYL11 MYL12A MYL12B MYL2 MYL3 MYL4 MYL5 MYL6B MYL7 MYL9 MYLK2 MYO18A MYO18B MYO1A MYO1B MYO1C MYO3A MYO5A MYO6 MYO9A MYO9B MYOD1 MYOM1 MYOM2 MYOM3 MYOT MYOZ1 MYOZ2 MYOZ3 MYPN MYZAP NARF NAV1 NAV3 NBR1 NCKAP1 NCKAP5 NCKAP5L NCKIPSD NDE1 NDEL1 NDRG1 NEB NEBL NEFH NEFL NEFM NEK2 NEK6 NEK7 NES NEXN NICN1 NIN NINL NME7 NOS1AP NPNT NRAP NRP1 NUDC NUMA1 NUSAP1 OBSCN OBSL1 ODAM ODF1 ODF2 ODF3 ODF3L2 OPA1 PACRG PAFAH1B1 PAK1 PALLD PARP4 PARVA PARVB PAWR PBXIP1 PCNT PDE4B PDE4DIP PDLIM1 PDLIM2 PDLIM3 PDLIM4 PDLIM5 PDLIM7 PGM5 PIERCE1 PIERCE2 PKP1 PKP2 PLEC PLK1 PLS1 PLS3 PNN POF1B POLB POLR2M POTEE POTEF POTEI POTEJ POTEKP PPL PPP1R12A PPP1R12B PPP2R5A PPP3CA PPP3CB PRC1 PRICKLE4 PRKD1 PRPH PSEN1 PSEN2 PSMA6 PSRC1 PSTPIP1 PSTPIP2 PTPN20 PVALEF PYCARD PYROXD1 RAB11A RAB3D RAC1 RAC2 RAC3 RACGAP1 RADIL RASSF1 RASSF3 RASSF5 RCC2 RCSD1 REEP1 REEP2 REEP3 REEP4 REM1 RGS14 RHOQ RIBC2 RMDN1 RMDN2 RMDN3 RNF4 ROR2 RP1 RP1L1 RPGRIP1L RSPH1 RTN2 RUSC1 RYR1 RYR2 RYR3 SAA1 SARM1 SAXO1 SAXO2 SCN1A SCN3B SCN5A SCN8A SCO1 SCO2 SCTR SCYGR1 SCYGR10 SCYGR2 SCYGR3 SCYGR4 SCYGR5 SCYGR6 SCYGR7 SCYGR8 SCYGR9 SDC4 SELENOS SEPTIN9 SERP1 SH2B2 SHANK2 SHROOM1 SHROOM2 SHROOM3 SHROOM4 SHTN1 SIMC1 SIRT2 SKA1 SKA2 SKA3 SLAIN1 SLAIN2 SLC1A4 SLC2A1 SLC4A1 SLC8A1 SMN1 SMN2 SMPX SMTN SMTNL1 SMTNL2 SNCA SNPH SNTB2 SORBS2 SPACA9 SPAG17 SPAG5 SPAG6 SPAG8 SPAST SPECC1 SPECC1L SPEF1 SPRY2 SPTBN1 SPTBN4 SQSTM1 SRC SRI SRPRB SSNA1 STAU2 STIM1 STK11 STMN1 STUB1 STYXL2 SVIL SYBU SYNC SYNE1 SYNE2 SYNJ1 SYNM SYNPO SYNPO2 SYNPO2L TBCA TBCB TBCC TBCD TBCE TCAP TCHP TCP1 TCP11L1 TEK TEKT1 TEKT2 TEKT3 TEKT4 TEKTIP1 TFPT THSD4 TIAM1 TLK2 TMEM214 TMOD1 TMOD2 TMOD3 TMOD4 TNK2 TNNC1 TNNC2 TNNI1 TNNI2 TNNI3 TNNT1 TNNT2 TNNT3 TOGARAM1 TOGARAM2 TPGS1 TPGS2 TPM1 TPM2 TPM3 TPM4 TPPP TPPP2 TPPP3 TPT1 TPX2 TRIM32 TRIM54 TRIM55 TRIM63 TRPV4 TSC1 TTC30A TTC30B TTL TTLL1 TTLL11 TTLL13 TTLL3 TTLL4 TTLL5 TTLL6 TTLL7 TTLL8 TTLL9 TTN TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B TUBD1 TUBE1 TUBG1 TUBG2 TUBGCP2 TUBGCP3 TUBGCP4 TUBGCP5 TUBGCP6 TWF1 TWF2 UNC45B UPP2 VCL VIM VMAC VPS18 WAS WDR47 WHAMM WHRN WIPF1 XIRP2 YES1 ZNF207 ZNF804A ZW10 ZWILCH GOCC_SWI_SNF_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SWI_SNF_COMPLEX ACTB ACTL6A ACTL6B ARID1A ARID1B ARID2 BCL11A BCL11B BCL7A BCL7B BCL7C BICRA BICRAL BRD9 DPF2 DPF3 NCR1 PBRM1 PHF10 RB1 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SS18 GOCC_SWI_SNF_SUPERFAMILY_TYPE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SWI_SNF_SUPERFAMILY_TYPE_COMPLEX ACTB ACTL6A ACTL6B ACTR5 ACTR6 ACTR8 ANP32E ARID1A ARID1B ARID2 BAZ1A BAZ1B BAZ2A BCL11A BCL11B BCL7A BCL7B BCL7C BICRA BICRAL BPTF BRD7 BRD8 BRD9 C17orf49 CDK2AP1 CDK2AP2 CECR2 CFDP1 CHD3 CHD4 CHD5 CHRAC1 DDX21 DEK DMAP1 DPF1 DPF2 DPF3 EP400 ERCC6 GATAD2A GATAD2B HDAC1 HDAC2 HMGXB4 ING3 INO80 INO80B INO80C INO80D INO80E KAT5 MBD2 MBD3 MCRS1 MTA1 MTA2 MTA3 MYBBP1A NCR1 NFRKB PBRM1 PHF10 POLE3 RB1 RBBP4 RBBP7 RSF1 RUVBL1 RUVBL2 SF3B1 SMARCA1 SMARCA2 SMARCA4 SMARCA5 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SRCAP SS18 SS18L1 SUZ12 TFPT TRRAP UCHL5 YY1 ZNHIT1 GOCC_SWR1_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SWR1_COMPLEX ACTR6 ANP32E BRD8 CFDP1 DMAP1 EP400 ING3 KAT5 RUVBL1 RUVBL2 SRCAP TRRAP ZNHIT1 GOCC_SYMMETRIC_SYNAPSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SYMMETRIC_SYNAPSE ARFGEF2 CHRM2 IQSEC3 NLGN2 NLGN3 NLGN4X NLGN4Y NTSR1 PENK SEPTIN11 SLC4A8 GOCC_SYNAPSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SYNAPSE AAK1 ABCC8 ABHD17A ABHD17B ABHD17C ABHD6 ABI1 ABI2 ABI3 ABL1 ABLIM3 ABR ACAN ACHE ACP4 ACTB ACTBL2 ACTC1 ACTG1 ACTL9 ACTN1 ACTN2 ADAM10 ADAM11 ADAM23 ADARB1 ADCY1 ADCY8 ADD1 ADD2 ADD3 ADGRA1 ADGRB1 ADGRB3 ADGRL1 ADGRL3 ADORA1 ADORA2A ADORA2B ADORA3 ADRA2A ADRB1 AGER AGRN AKAP12 AKAP5 AKAP7 AKAP9 AKR1A1 AKT1 ALDH1A1 ALS2 AMPH ANK1 ANK2 ANK3 ANKS1B ANO1 ANXA9 AP1G1 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 AP3B2 AP3D1 AP3M2 AP3S1 AP3S2 APBA1 APBA2 APBA3 APBB1 APBB2 APC2 APH1A APOA4 APOE APP APPL1 ARC ARF1 ARF4 ARF6 ARFGAP1 ARFGEF2 ARHGAP22 ARHGAP32 ARHGAP33 ARHGAP39 ARHGAP44 ARHGDIA ARHGEF15 ARHGEF7 ARHGEF9 ARL6IP5 ARL8A ARL8B ARPC2 ARPC5L ARR3 ARRB2 ASAP1 ASCC1 ASIC1 ASIC2 ATAD1 ATCAY ATP1A1 ATP1A2 ATP1A3 ATP1B2 ATP2A2 ATP2B1 ATP2B2 ATP2B3 ATP2B4 ATP6AP1 ATP6AP2 ATP6V0A1 ATP6V0A4 ATP6V0C ATP6V0D1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1D ATP6V1E1 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1H ATP7A ATP8A1 ATXN3 AURKA BAALC BACE1 BAIAP2 BAIAP3 BCAN BCL11A BCL2L1 BCR BDNF BEGAIN BIN1 BLOC1S6 BLTP1 BMPR2 BNIP3 BORCS5 BRAF BRSK1 BSN BTBD8 BTBD9 C1QA C1QB C1QC C1QL1 C1QL2 C1QL3 C4A C4B C9orf72 CABP1 CABP4 CACNA1A CACNA1B CACNA1C CACNA1E CACNA1G CACNB1 CACNB2 CACNB3 CACNB4 CACNG2 CACNG3 CACNG4 CACNG5 CACNG7 CACNG8 CAD CADM1 CADM2 CADPS CADPS2 CALB1 CALB2 CALCA CALY CAMK2A CAMK2B CAMK2N1 CAMK2N2 CAMKV CANX CAP2 CAPN5 CAPRIN1 CAPZB CARTPT CASK CASR CAV3 CBARP CBLN1 CBLN2 CBLN3 CBLN4 CD2AP CD3E CDC42 CDH1 CDH10 CDH11 CDH13 CDH15 CDH2 CDH23 CDH6 CDH8 CDH9 CDHR3 CDK16 CDK5 CDK5R1 CDKL5 CELF4 CEP112 CEP89 CHAT CHD4 CHMP2B CHN2 CHRDL1 CHRFAM7A CHRM1 CHRM2 CHRM3 CHRM4 CHRM5 CHRNA1 CHRNA10 CHRNA2 CHRNA3 CHRNA4 CHRNA5 CHRNA6 CHRNA7 CHRNA9 CHRNB1 CHRNB2 CHRNB3 CHRNB4 CHRND CHRNE CHRNG CIB2 CLCN3 CLCN4 CLCN5 CLN3 CLN8 CLSTN1 CLSTN2 CLSTN3 CLTA CLTB CLU CNGB1 CNIH2 CNIH3 CNKSR2 CNN3 CNP CNR1 CNTN1 CNTN2 CNTN5 CNTN6 CNTNAP1 CNTNAP2 CNTNAP4 COL13A1 COL4A5 COLQ COPS4 COPS5 CORO1A CORO1C CORT CPEB1 CPEB2 CPEB3 CPEB4 CPLX1 CPLX2 CPLX3 CPLX4 CPSF2 CPT1C CRH CRHBP CRHR2 CRIPT CRK CRKL CRYAB CSPG5 CTBP1 CTBP2 CTNNB1 CTNND1 CTNND2 CTTN CTTNBP2 CUL3 CYFIP1 CYFIP2 CYP46A1 DACT1 DAG1 DAGLA DAPK1 DARS1 DBH DBN1 DBNL DCC DCLK1 DDN DENND1A DES DGCR8 DGKB DGKE DGKI DGKQ DIP2A DISC1 DLG1 DLG2 DLG3 DLG4 DLG5 DLGAP1 DLGAP2 DLGAP3 DLGAP4 DMD DMTN DMXL2 DNAJA3 DNAJB1 DNAJC5 DNAJC6 DNM1 DNM1L DNM2 DNM3 DNMBP DOC2A DOC2B DOCK10 DOK7 DPYSL3 DRD1 DRD2 DRD3 DRD4 DRD5 DROSHA DRP2 DSCAM DSCAML1 DTNA DTNB DTNBP1 DVL1 DYNLL2 DYSF DYTN EEA1 EEF1A2 EEF2 EEF2K EFNA2 EFNA5 EFNB1 EFNB2 EFNB3 EGFLAM EGLN1 EGR3 EIF2S1 EIF2S2 EIF3A EIF3B EIF3D EIF3E EIF3F EIF3I EIF3L EIF4A3 EIF4E EIF4EBP2 EIF4G1 EIF5 EIF5B EIF6 ELAVL1 ELAVL4 ELFN1 ELK1 EMB ENAH EPHA4 EPHA7 EPHB1 EPHB2 EPS15 EPS8 ERBB2 ERBB4 ERBIN ERC1 ERC2 EXOC3 EXOC4 EXT1 EZH2 F2R FABP5 FAIM2 FAM107A FAM81A FARP1 FBXL20 FBXO2 FBXO45 FCGR2B FCHO2 FCHSD1 FCHSD2 FER1L4 FER1L5 FGB FGF12 FGFR2 FILIP1 FLNA FLOT1 FLOT2 FLRT2 FLRT3 FMR1 FOSL1 FRMPD4 FRRS1L FXR1 FXR2 FXYD6 FYN FZD3 FZD4 FZD5 FZD9 GABARAP GABBR1 GABBR2 GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRB1 GABRB2 GABRB3 GABRD GABRE GABRG1 GABRG2 GABRG3 GABRP GABRQ GABRR1 GABRR2 GABRR3 GAD1 GAD2 GAK GALR3 GAP43 GDI1 GDI2 GHRH GHRL GHSR GIPC1 GIT1 GIT2 GJC1 GJD2 GLRA1 GLRA2 GLRA3 GLRB GLS GNA11 GNA15 GNAI2 GNAQ GNAT2 GNB1 GNB5 GNG3 GOPC GPC1 GPC2 GPC4 GPC6 GPER1 GPHN GPM6A GPR158 GPR176 GPR179 GPR37 GRAP GRIA1 GRIA2 GRIA3 GRIA4 GRID1 GRID2 GRID2IP GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B GRIP1 GRIP2 GRIPAP1 GRK2 GRK3 GRM1 GRM2 GRM3 GRM4 GRM5 GRM6 GRM7 GSG1L GSK3A GSK3B GUCY1A1 GUCY1B1 HAP1 HAPLN1 HAPLN2 HAPLN3 HAPLN4 HCN1 HCN3 HCRT HCRTR1 HCRTR2 HIP1 HIP1R HNRNPA0 HNRNPD HNRNPF HNRNPH2 HNRNPLL HNRNPM HNRNPR HNRNPUL1 HNRNPUL2 HOMER1 HOMER2 HOMER3 HPCA HRAS HRH1 HRH2 HRH3 HRH4 HSPA8 HTR1A HTR1B HTR1D HTR1E HTR1F HTR2A HTR2B HTR2C HTR3A HTR3B HTR3C HTR3D HTR3E HTR4 HTR5A HTR6 HTR7 HTT ICA1 ICAM5 IGF2BP1 IGSF11 IGSF21 IGSF9 IGSF9B IL1RAP IL1RAPL1 IL1RAPL2 IL31RA INA INPP4A INSYN1 INSYN2A INSYN2B IQSEC1 IQSEC2 IQSEC3 ITGA2 ITGA3 ITGA5 ITGA8 ITGB1 ITGB3 ITPKA ITPR1 ITSN1 ITSN2 JAK2 KALRN KCMF1 KCNA1 KCNA2 KCNA3 KCNA4 KCNA6 KCNAB2 KCNB1 KCNC1 KCNC2 KCNC3 KCNC4 KCND1 KCND2 KCND3 KCNH1 KCNIP2 KCNJ10 KCNJ2 KCNJ3 KCNJ4 KCNJ8 KCNJ9 KCNK1 KCNK2 KCNK3 KCNK9 KCNMA1 KCNMB1 KCNMB4 KCNN1 KCNN2 KCNQ2 KCNQ3 KCNQ5 KCTD12 KCTD16 KCTD8 KIF1A KIF1B KIF3B KIF5A KIF5C KIRREL3 KLHL17 KPNA1 KPTN LAMA2 LAMA5 LAMB2 LAMP1 LAMP5 LARGE1 LGI1 LGI3 LHFPL4 LIN7A LIN7B LIN7C LPAR1 LPAR2 LPAR3 LRFN1 LRFN2 LRFN3 LRFN4 LRFN5 LRP4 LRP6 LRP8 LRRC4 LRRC4B LRRC4C LRRC7 LRRK2 LRRTM1 LRRTM2 LRRTM3 LRRTM4 LY6G6D LY6H LYN LYPD1 LYPD6 LZTS1 LZTS3 MACO1 MAGEE1 MAGI2 MAL2 MAP1A MAP1B MAP1LC3A MAP1S MAPK1 MAPK14 MAPK3 MAPK8 MAPK8IP1 MAPK8IP2 MAPK9 MAPT MBP MCTP1 MCTP2 MDGA1 MECP2 MEF2C METTL5 MFF MICAL1 MINK1 MKLN1 MME MOB4 MPDZ MPP2 MPST MPZ MRPL55 MT3 MTMR2 MTNR1B MUSK MYCBPAP MYH9 MYL7 MYLK2 MYO7A MYO9A MYOF MYRIP NAPA NAPB NCAN NCDN NCK2 NCS1 NCSTN NDE1 NDEL1 NDFIP1 NDUFS7 NECTIN1 NECTIN3 NEDD4 NEFH NEFL NEFM NETO1 NETO2 NEURL1 NF1 NGDN NGF NGFR NINJ1 NIPSNAP1 NLGN1 NLGN2 NLGN3 NLGN4X NLGN4Y NMNAT2 NMU NOG NOS1 NOS1AP NPAS4 NPBWR1 NPFF NPHP4 NPR2 NPS NPTN NPTX1 NPTX2 NPTXR NPY NPY5R NQO1 NR1D1 NR3C1 NR4A1 NRCAM NRG3 NRN1 NRP1 NRP2 NRXN1 NRXN2 NRXN3 NSF NSG1 NSMF NTF3 NTF4 NTNG1 NTNG2 NTRK2 NTS NTSR1 NUFIP1 NUMB OGT OLFM1 OLFM2 OLFM3 OMP OPHN1 OPRD1 OPRK1 OPRM1 OTOF P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX6 P2RX7 P2RY1 P2RY4 PACSIN1 PACSIN2 PAFAH1B1 PAK2 PAK3 PAK5 PAK6 PALLD PALM PALMD PARK7 PCBP1 PCBP2 PCDH15 PCDH17 PCDH8 PCDHB10 PCDHB11 PCDHB13 PCDHB14 PCDHB16 PCDHB2 PCDHB3 PCDHB4 PCDHB5 PCDHB6 PCDHB9 PCLO PCSK1 PDE2A PDE4B PDE7B PDLIM4 PDLIM5 PDPK1 PDYN PDZD11 PDZRN3 PENK PFN1 PFN2 PGRMC1 PHACTR1 PHAF1 PHB2 PI4K2A PICALM PICK1 PIN1 PIP5K1C PJA2 PKP4 PLAA PLAT PLCB1 PLCB3 PLCG1 PLCXD3 PLD1 PLD2 PLEKHA5 PLP1 PLPPR4 PLXNA4 PLXNC1 PLXND1 PMCH PMCHL2 PMP22 PNISR PNKD PNOC PORCN POSTN POTEE POTEF POTEI POTEJ POTEKP PPA2 PPFIA1 PPFIA2 PPFIA3 PPFIA4 PPFIBP1 PPFIBP2 PPM1H PPP1CA PPP1CC PPP1R9A PPP1R9B PPP2CA PPP2R1A PPP2R2A PPP3CA PPP3CB PPP3CC PPP3R1 PPT1 PRIMA1 PRKACA PRKAR1A PRKAR1B PRKAR2B PRKCB PRKCE PRKCG PRKCI PRKCZ PRKN PRNP PRR12 PRR7 PRRT1 PRRT2 PRSS12 PSD PSD2 PSD3 PSEN1 PSEN2 PSENEN PSMA3 PSMA7 PTCHD1 PTEN PTK2 PTK2B PTN PTPRA PTPRD PTPRN PTPRN2 PTPRO PTPRS PTPRT PTPRZ1 PURA PURG PVALB QKI RAB11A RAB11B RAB11FIP3 RAB12 RAB13 RAB17 RAB21 RAB26 RAB27B RAB33B RAB3A RAB3B RAB3C RAB3D RAB3GAP1 RAB40A RAB40AL RAB40B RAB40C RAB4A RAB5A RAB5B RAB6B RAB7A RAB8A RAB8B RABAC1 RAC1 RAC3 RAD51 RALA RANBP6 RAP1A RAP1B RAP2A RAPGEF2 RAPGEF4 RAPSN RASD2 RASGRP2 RELA RELB RGS10 RGS12 RGS14 RGS17 RGS7BP RGS8 RGS9 RHEB RHOA RHOB RIC3 RIMBP2 RIMS1 RIMS2 RIMS3 RIMS4 RIT2 RNF10 RNF112 RNF19A ROCK1 ROGDI ROR1 ROR2 RPH3A RPH3AL RPL12 RPL13 RPL13A RPL14 RPL19 RPL22 RPL23 RPL24 RPL26 RPL27 RPL28 RPL30 RPL32 RPL34 RPL35A RPL37 RPL37A RPL38 RPL6 RPL7 RPL7A RPL8 RPLP0 RPS11 RPS13 RPS14 RPS15A RPS16 RPS17 RPS18 RPS19 RPS20 RPS21 RPS23 RPS25 RPS26 RPS27 RPS27A RPS28 RPS3 RPS3A RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA4 RPS6KB1 RPS7 RPS9 RS1 RTN1 RTN3 RTN4 RTN4R RUSC1 S1PR2 SAMD14 SAMD4A SARM1 SCAMP1 SCAMP5 SCGN SCN10A SCN2A SCN2B SCN8A SCRIB SCRN1 SDCBP SDK1 SDK2 SEMA3A SEMA3F SEMA4B SEMA4C SEMA4F SEPTIN1 SEPTIN11 SEPTIN2 SEPTIN3 SEPTIN4 SEPTIN5 SEPTIN6 SEPTIN8 SERPINE2 SEZ6 SH2D5 SH3GL1 SH3GL2 SH3GL3 SH3KBP1 SHANK1 SHANK2 SHANK3 SHARPIN SHC4 SHISA6 SHISA7 SHISA8 SHISA9 SIGMAR1 SIPA1L1 SLC12A4 SLC12A5 SLC12A6 SLC12A7 SLC16A1 SLC16A3 SLC16A7 SLC17A5 SLC17A6 SLC17A7 SLC17A8 SLC18A1 SLC18A2 SLC18A3 SLC18B1 SLC1A1 SLC1A2 SLC1A3 SLC1A4 SLC1A6 SLC1A7 SLC22A1 SLC22A2 SLC22A3 SLC29A1 SLC29A4 SLC2A1 SLC2A13 SLC2A4 SLC30A1 SLC30A10 SLC30A3 SLC32A1 SLC35D3 SLC35F1 SLC35G2 SLC39A3 SLC3A2 SLC40A1 SLC4A10 SLC4A8 SLC5A7 SLC6A1 SLC6A11 SLC6A12 SLC6A13 SLC6A17 SLC6A2 SLC6A3 SLC6A4 SLC6A5 SLC6A6 SLC6A7 SLC6A9 SLC8A1 SLC8A2 SLC8A3 SLC9A5 SLC9B2 SLITRK1 SLITRK2 SLITRK3 SLITRK4 SLITRK5 SLURP2 SMCR8 SNAP23 SNAP25 SNAP29 SNAP47 SNAP91 SNAPIN SNCA SNCAIP SNCB SNCG SNPH SNTA1 SNTB1 SNTB2 SNX14 SNX27 SNX4 SNX6 SNX9 SORBS2 SORCS2 SORCS3 SORT1 SPARCL1 SPART SPG11 SPHK1 SPOCK1 SPTB SPTBN1 SPTBN2 SRC SRCIN1 SRGAP2 SRGN SRPX2 SRSF10 SSH1 SSPN SST STAC3 STAU1 STK38 STK38L STON1 STON2 STRN STRN4 STX11 STX12 STX16 STX19 STX1A STX1B STX2 STX3 STX4 STX6 STX7 STXBP1 STXBP2 STXBP3 STXBP4 STXBP5 SV2A SV2B SV2C SVOP SYAP1 SYDE1 SYDE2 SYN1 SYN2 SYN3 SYNC SYNDIG1 SYNE1 SYNGAP1 SYNGR1 SYNGR2 SYNGR3 SYNGR4 SYNJ1 SYNJ2 SYNPO SYNPR SYP SYPL1 SYPL2 SYT1 SYT10 SYT11 SYT12 SYT2 SYT4 SYT5 SYT6 SYT7 SYT8 SYT9 TAC1 TAMALIN TANC1 TANC2 TBC1D24 TDRD1 TDRD5 TENM2 TFR2 TH TIAM1 TIAM2 TLN2 TMED9 TMEM108 TMEM163 TMEM230 TMEM240 TMOD2 TMUB1 TNIK TNN TNR TOR1A TPBG TPGS1 TPPP TPRG1L TRAPPC4 TRIM9 TRIO TRIP4 TRPV1 TSC1 TSC2 TSC22D4 TSPOAP1 TTYH1 TUBA1A TUBB2B TUFM TULP1 UBA52 UBE3A UCN UCN3 UNC119 UNC13A UNC13B UNC13C UNC5C USH1C USH2A USP14 USP50 USP8 UTRN UTS2 VAC14 VAMP1 VAMP2 VAMP3 VAMP7 VCAN VCP VDAC1 VGF VHL VPS18 VPS35 VPS45 VPS54 VTI1A VTI1B VWC2 VWC2L WASF1 WASF2 WASF3 WASL WFS1 WHRN WNT3A WNT5A WNT7A YBX3 YWHAG YWHAH YWHAQ YWHAZ ZACN ZC4H2 ZDHHC15 ZDHHC17 ZDHHC2 ZDHHC5 ZMYND19 ZMYND8 ZNF804A ZNRF1 ZNRF2 GOCC_SYNAPSE_ASSOCIATED_EXTRACELLULAR_MATRIX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SYNAPSE_ASSOCIATED_EXTRACELLULAR_MATRIX ACAN BCAN HAPLN1 HAPLN2 HAPLN3 HAPLN4 LAMA5 NCAN PTPRZ1 TNC TNR VCAN GOCC_SYNAPTIC_CLEFT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SYNAPTIC_CLEFT ACHE ADGRB3 APOE C1QL1 C1QL2 C1QL3 CBLN1 CDH8 CDHR3 COLQ DNM3 EGFLAM GRIN1 LAMA2 LAMA5 LAMB2 LGI1 NLGN1 NPTX1 PRSS12 SLC1A1 GOCC_SYNAPTIC_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SYNAPTIC_MEMBRANE ABHD17A ABHD17B ABHD17C ABHD6 ACP4 ACTN2 ADAM10 ADAM11 ADAM23 ADCY1 ADCY8 ADGRB3 ADGRL1 ADORA1 ADORA2A ADORA3 ADRA2A AKAP9 ANK1 ANK2 ANK3 AP2M1 APBA1 APH1A ARC ATAD1 ATP2B1 ATP2B2 ATP2B3 ATP2B4 ATP6AP2 BAIAP2 CACNA1C CACNG2 CACNG3 CACNG4 CACNG5 CACNG7 CACNG8 CASK CBLN1 CDH10 CDH8 CDH9 CHRM1 CHRM2 CHRM3 CHRM4 CHRM5 CHRNA1 CHRNA10 CHRNA2 CHRNA3 CHRNA4 CHRNA5 CHRNA6 CHRNA7 CHRNA9 CHRNB1 CHRNB2 CHRNB3 CHRNB4 CHRND CHRNE CHRNG CLSTN1 CLSTN2 CLSTN3 CLTA CLTB CNIH2 CNIH3 CNKSR2 CNR1 CNTN1 CNTN2 CNTN5 CNTN6 CNTNAP2 CNTNAP4 COL13A1 CPLX3 CRKL CRYAB CSPG5 CTNNB1 DAG1 DAGLA DBN1 DCC DDN DENND1A DGKB DGKI DLG1 DLG2 DLG3 DLG4 DMD DNAJA3 DNAJC6 DNM1 DNM2 DNM3 DRD1 DRD2 DTNBP1 EFNB2 EFNB3 EPHA4 EPHB2 ERBB2 ERBB4 ERC1 ERC2 EXOC3 F2R FAIM2 FARP1 FBXO2 FBXO45 FCHO2 FLRT3 FMR1 FOSL1 FXYD6 GABBR1 GABBR2 GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRB1 GABRB2 GABRB3 GABRD GABRE GABRG1 GABRG2 GABRG3 GABRP GABRQ GABRR1 GABRR2 GABRR3 GAD2 GHSR GLRA1 GLRA2 GLRA3 GLRB GPER1 GPHN GPM6A GPR158 GPR179 GRIA1 GRIA2 GRIA3 GRIA4 GRID1 GRID2 GRID2IP GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B GRIP1 GRIP2 GRIPAP1 GRM1 GRM2 GRM3 GRM5 GRM7 GSG1L HCN1 HIP1 HIP1R HSPA8 HTR1B HTR2A HTR3A HTR3B HTR5A IGSF21 IGSF9B IL1RAPL1 IL31RA IQSEC3 ITGA3 ITGA5 ITGA8 ITGB1 ITGB3 ITSN1 ITSN2 KCNA1 KCNA2 KCNA3 KCNB1 KCNC1 KCNC2 KCNC3 KCNC4 KCND1 KCND2 KCND3 KCNH1 KCNJ2 KCNJ3 KCNJ4 KCNJ8 KCNJ9 KCNK1 KCNMA1 KCNQ5 KCTD12 KCTD16 KCTD8 LHFPL4 LIN7A LIN7B LIN7C LPAR1 LPAR2 LRFN1 LRFN2 LRFN3 LRFN4 LRFN5 LRP4 LRRC4 LRRC4B LRRC4C LRRC7 LRRTM1 LRRTM2 LRRTM3 LRRTM4 MAGEE1 MTMR2 MUSK NCSTN NDUFS7 NECTIN1 NECTIN3 NETO1 NETO2 NINJ1 NIPSNAP1 NLGN1 NLGN2 NLGN3 NLGN4X NLGN4Y NPTN NRCAM NRP1 NRP2 NRXN1 NRXN2 NRXN3 NSG1 NTNG1 NTNG2 OPRD1 OPRK1 OTOF P2RX1 P2RX6 P2RY1 P2RY4 PCDH17 PCDH8 PCDHB13 PDE2A PDLIM4 PI4K2A PICALM PICK1 PLPPR4 PPFIA2 PPP1R9B PRKCG PRR7 PRRT1 PRRT2 PSEN1 PSEN2 PSENEN PTPRA PTPRD PTPRO PTPRS PTPRT RALA RAP2A RAPSN RGS7BP RGS9 RIMS1 RIMS2 RIMS3 RIMS4 RNF10 RPH3A SCN10A SCN2A SCN8A SCRIB SEMA4B SEMA4C SEMA4F SHANK1 SHANK2 SHANK3 SHC4 SHISA6 SHISA7 SHISA8 SHISA9 SIGMAR1 SLC16A7 SLC1A2 SLC1A6 SLC1A7 SLC30A1 SLC4A8 SLC5A7 SLC6A1 SLC6A11 SLC6A2 SLC6A3 SLC6A4 SLC6A5 SLC6A6 SLC6A7 SLC6A9 SLC9A5 SLITRK1 SLITRK3 SNAP25 SNAP91 SNCAIP SNTA1 SORCS2 SORCS3 SRC SRGAP2 SRPX2 SSPN STRN STX11 STX19 STX1A STX2 STX3 STXBP1 SYAP1 SYDE1 SYDE2 SYNDIG1 SYNE1 SYNJ1 SYP SYT1 SYT11 SYT7 TAMALIN TENM2 TIAM1 TMEM240 TMUB1 TRAPPC4 TRPV1 UNC13A UNC13B UNC13C UTRN ZC4H2 ZDHHC17 ZNRF2 GOCC_SYNAPTIC_VESICLE_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SYNAPTIC_VESICLE_MEMBRANE ABCC8 AMPH ATP2B1 ATP6AP1 ATP6AP2 ATP6V0A1 ATP6V0A4 ATP6V0C ATP6V0D1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1D ATP6V1E1 ATP6V1F ATP6V1G2 ATP6V1H ATP8A1 BCL2L1 BIN1 BORCS5 BSN CBARP CLTA CLTB CPLX3 DGKI DMXL2 DNAJC5 DNM1L DOC2A DRD2 DTNBP1 DYSF FER1L4 FER1L5 GABRA2 GAD2 GRIA1 ICA1 LAMP5 LRRK2 MAL2 MCTP1 MCTP2 MYOF OPRD1 OPRK1 OTOF PHAF1 PRRT1 PRRT2 PTPRN2 PTPRS RAB11B RAB26 RAB27B RAB3A RAB3B RAB3C RAB5B RAB7A RPH3A SCAMP1 SCAMP5 SEMA4C SEPTIN8 SLC17A5 SLC17A6 SLC17A7 SLC17A8 SLC18A1 SLC18A2 SLC18A3 SLC18B1 SLC30A3 SLC32A1 SLC35D3 SLC35F1 SLC35G2 SLC4A8 SLC5A7 SLC6A17 SLC6A9 SLC9B2 SNAPIN SNCA STX16 STX1A STX6 SV2A SV2B SV2C SVOP SYN1 SYN2 SYN3 SYNDIG1 SYNGR1 SYNGR2 SYNGR3 SYNGR4 SYNPR SYP SYPL1 SYPL2 SYT1 SYT12 SYT2 SYT4 SYT5 SYT6 SYT7 SYT8 SYT9 TMEM163 TPRG1L UNC13A UNC13B UNC13C VAMP1 VAMP2 WFS1 ZNRF1 GOCC_SYNAPTOBREVIN_2_SNAP_25_SYNTAXIN_1A_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SYNAPTOBREVIN_2_SNAP_25_SYNTAXIN_1A_COMPLEX NAPA NAPB SNAP25 STX1A VAMP2 GOCC_SYNAPTONEMAL_STRUCTURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_SYNAPTONEMAL_STRUCTURE BLM BRCA1 BRCA2 C14orf39 CCNB1IP1 DMC1 FAM9A FAM9B FAM9C FKBP6 HORMAD1 HORMAD2 HSPA2 INCENP KASH5 MEI4 MLH1 MLH3 MSH4 P3H4 PLK1 RAD51 REC8 RNF212 RNF212B SMC1B SMC3 STAG3 SYCE1 SYCE1L SYCE2 SYCE3 SYCP1 SYCP2 SYCP2L SYCP3 SYN1 TEX11 TEX12 UBE2I GOCC_TELOMERASE_HOLOENZYME_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_TELOMERASE_HOLOENZYME_COMPLEX ACD DKC1 GAR1 GNL3L HNRNPC HNRNPU LSM11 NAT10 NHP2 NOP10 NVL PTGES3 SMG5 SMG6 SMG7 SNRPB SNRPD3 SNRPE TEP1 TERC TERT WRAP53 GOCC_TERMINAL_BOUTON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_TERMINAL_BOUTON AAK1 ADORA1 AP3D1 CABP4 CAD CALB1 CALB2 CALCA CNGB1 CPLX1 CPLX2 CPLX3 CPLX4 CYFIP1 GHRH GRIK2 GRIK3 GRIN1 HSPA8 KCNC2 LRRK2 MICAL1 NMU NTRK2 NTSR1 OPHN1 P2RX4 PRNP PRSS12 RAB3A RAB5A SCGN SLC18A1 SLC18A2 SLC18A3 SLC4A8 SYNJ1 SYP TBC1D24 TH TNN UNC13A UNC13B UNC13C USH2A GOCC_TERTIARY_GRANULE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_TERTIARY_GRANULE ADAM10 ADAM8 ADGRE3 ALDOA ALDOC ANO6 AP2A2 ARL8A ARMC8 ASAH1 ATAD3B ATP11A ATP6AP2 ATP6V0A1 ATP6V0C ATP8B4 B2M CAMP CANT1 CD177 CD300A CD33 CD47 CD53 CD55 CD58 CD59 CD93 CDA CEACAM1 CEACAM8 CFP CHIT1 CHRNB4 CLEC12A CLEC4C CLEC4D CLEC5A CNN2 COPB1 CR1 CRISP3 CST3 CSTB CTSD CTSH CTSS CXCL1 CYBA CYBB CYFIP1 CYSTM1 DBNL DIAPH1 DOK3 DSC1 DSG1 DSP DYNC1LI1 DYNLL1 ENPP4 FCAR FCER1G FLG2 FOLR3 FPR1 FPR2 FRMPD3 FTH1 GAA GGH GOLGA7 GPR84 GSDMD HBB HGSNAT HP IDH1 ILF2 ITGAM ITGAX ITGB2 KCNAB2 LAIR1 LAMP1 LAMP2 LAMTOR1 LAMTOR2 LAMTOR3 LGALS3 LILRA3 LILRB2 LRG1 LTA4H LTF LYZ MCEMP1 METTL7A MGAM MMP8 MMP9 NBEAL2 NCKAP1L NFASC NIT2 NRAS OLFM4 OLR1 ORM1 OSCAR PGLYRP1 PGM1 PKP1 PLAU PLD1 PPBP PRCP PRG3 PRSS3 PTAFR PTPN6 PTPRB PTPRN2 PTX3 QPCT QSOX1 RAB14 RAC1 RAP2B RAP2C RHOA SERPINB10 SERPINB12 SERPINB6 SIGLEC14 SIGLEC5 SIRPA SLC11A1 SLC2A3 SNAP23 SNAP25 SPTAN1 STBD1 STOM STX7 STXBP2 STXBP3 SVIP TARM1 TBC1D10C TCIRG1 TCN1 TIMP2 TMC6 TMEM179B TMEM63A TNFAIP6 TRPM2 TSPAN14 UBR4 VAMP1 VAMP8 VPS35L YPEL5 GOCC_TERTIARY_GRANULE_LUMEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_TERTIARY_GRANULE_LUMEN ALDOA ALDOC ARMC8 ASAH1 B2M CAMP CANT1 CDA CFP CHIT1 CNN2 CRISP3 CST3 CSTB CTSD CTSH CTSS CXCL1 CYFIP1 DBNL FLG2 FOLR3 FTH1 GGH GOLGA7 GSDMD HBB HP IDH1 ILF2 LRG1 LTA4H LTF LYZ METTL7A MMP8 MMP9 NIT2 OLFM4 ORM1 OSCAR PGLYRP1 PGM1 PPBP PRG3 PRSS3 PTPN6 PTX3 QPCT QSOX1 SPTAN1 TCN1 TIMP2 TNFAIP6 YPEL5 GOCC_TERTIARY_GRANULE_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_TERTIARY_GRANULE_MEMBRANE ADAM10 ADAM8 ANO6 ATP11A ATP6AP2 ATP6V0C ATP8B4 CD177 CD300A CD33 CD47 CD53 CD59 CD93 CEACAM1 CEACAM8 CHRNB4 CLEC12A CLEC4C CLEC4D CLEC5A COPB1 CYBA CYBB CYSTM1 DYNLL1 FCAR FCER1G FPR2 FRMPD3 GAA GPR84 HGSNAT ITGAM ITGAX ITGB2 KCNAB2 LAIR1 LAMTOR2 LAMTOR3 LILRA3 LILRB2 MCEMP1 MGAM NBEAL2 NRAS OLR1 PLAU PLD1 PTAFR PTPRB RAB14 RAP2B RAP2C SERPINB6 SIGLEC14 SIGLEC5 SIRPA SLC11A1 SLC2A3 SNAP23 SNAP25 STBD1 STOM SVIP TARM1 TMC6 TMEM63A TRPM2 TSPAN14 UBR4 VAMP1 VAMP8 GOCC_TETRASPANIN_ENRICHED_MICRODOMAIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_TETRASPANIN_ENRICHED_MICRODOMAIN ADAM10 CD81 GP6 PDPN SAMHD1 SCIMP TSPAN14 TSPAN15 TSPAN33 TSPAN9 GOCC_THO_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_THO_COMPLEX THOC1 THOC2 THOC3 THOC5 THOC6 THOC7 GOCC_TIGHT_JUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_TIGHT_JUNCTION ACTB ADCYAP1R1 AFDN AMOT AMOTL1 AMOTL2 ANK3 AOC1 APC ARHGAP17 ARHGEF2 ASH1L BVES C1QTNF5 CCDC85C CCND1 CDH5 CDK4 CGN CGNL1 CLDN1 CLDN10 CLDN11 CLDN12 CLDN14 CLDN15 CLDN16 CLDN17 CLDN18 CLDN19 CLDN2 CLDN20 CLDN22 CLDN23 CLDN24 CLDN25 CLDN3 CLDN34 CLDN4 CLDN5 CLDN6 CLDN7 CLDN8 CLDN9 CLMP CRB3 CTNNB1 CXADR CYTH1 CYTH2 CYTH3 DLG1 DLG3 ECT2 EPB41L4B EPCAM EPHA2 EPPK1 ESAM F11R FRMD4A FRMD4B FRMPD2 FZD5 GJA1 IGSF5 ILDR1 ILDR2 JAM2 JAM3 JAML LIN7A LIN7B LIN7C LSR MAGI1 MAGI2 MAGI3 MAPK15 MARVELD2 MARVELD3 MICALL2 MPDZ MPP7 MTDH MXRA8 NHS NPHP1 NPHP4 OCEL1 OCLN PALS1 PARD3 PARD3B PARD6A PARD6B PARD6G PATJ PDCD6IP PLXDC1 PMP22 POF1B PRKCI PRKCZ RAB13 RAP2B RAP2C RAPGEF2 RIGI RPGRIP1L SAPCD2 SH3BP1 SHROOM2 SIPA1L3 STRN SYMPK SYNPO TBCD TGFBR1 TJAP1 TJP1 TJP2 TJP3 TRAF4 UBN1 USP53 VAPA VASP WNK3 WNK4 YBX3 GOCC_TIM22_MITOCHONDRIAL_IMPORT_INNER_MEMBRANE_INSERTION_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_TIM22_MITOCHONDRIAL_IMPORT_INNER_MEMBRANE_INSERTION_COMPLEX AGK TIMM10 TIMM10B TIMM22 TIMM29 TIMM9 TRMT10B GOCC_TIM23_MITOCHONDRIAL_IMPORT_INNER_MEMBRANE_TRANSLOCASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_TIM23_MITOCHONDRIAL_IMPORT_INNER_MEMBRANE_TRANSLOCASE_COMPLEX DNAJC15 DNAJC19 GRPEL1 GRPEL2 HSPA9 PAM16 ROMO1 SLC25A6 TIMM10 TIMM17A TIMM17B TIMM21 TIMM23 TIMM23B TIMM44 TIMM50 GOCC_TORC1_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_TORC1_COMPLEX AKT1S1 MLST8 MTOR RPTOR TELO2 TTI1 GOCC_TORC2_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_TORC2_COMPLEX MAPKAP1 MLST8 MTOR PRR5 PRR5L RICTOR SESN3 TELO2 TTI1 GOCC_TOR_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_TOR_COMPLEX AKT1S1 MAPKAP1 MLST8 MTOR PRR5 PRR5L RICTOR RPTOR SESN3 TELO2 TTI1 GOCC_TRAMP_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_TRAMP_COMPLEX MTREX TENT4A TENT4B ZCCHC7 ZCCHC8 GOCC_TRANSCRIPTION_ELONGATION_FACTOR_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_TRANSCRIPTION_ELONGATION_FACTOR_COMPLEX AFF1 AFF2 AFF3 AFF4 CCNK CCNT1 CCNT2 CDC73 CDK12 CDK13 CDK9 CTR9 EAF1 EAF2 ELL ELL2 ELL3 ELOA ELOA2 ELOB ELOC ELOF1 ELP2 ELP4 EPOP ERCC6 ICE1 ICE2 LEO1 MLLT1 MLLT3 NELFA NELFB NELFCD NELFE NUFIP1 PAF1 PEX2 RTF1 SKIC8 SSRP1 SUPT16H SUPT4H1 SUPT5H SUPT6H TCEA2 TTF2 ZC3H8 GOCC_TRANSCRIPTION_EXPORT_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_TRANSCRIPTION_EXPORT_COMPLEX ALYREF CHTOP DDX39B SARNP THOC1 THOC2 THOC3 THOC5 THOC6 THOC7 GOCC_TRANSCRIPTION_EXPORT_COMPLEX_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_TRANSCRIPTION_EXPORT_COMPLEX_2 CETN2 CETN3 ENY2 MCM3AP PCID2 GOCC_TRANSCRIPTION_FACTOR_AP_1_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_TRANSCRIPTION_FACTOR_AP_1_COMPLEX FOS JUN JUNB JUND NFATC2 GOCC_TRANSCRIPTION_FACTOR_TFIIA_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_TRANSCRIPTION_FACTOR_TFIIA_COMPLEX GTF2A1 GTF2A1L GTF2A2 TBP TBPL1 GOCC_TRANSCRIPTION_FACTOR_TFIID_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_TRANSCRIPTION_FACTOR_TFIID_COMPLEX ERCC2 ERCC3 GTF2A1 GTF2A2 GTF2B GTF2E1 GTF2E2 GTF2F1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 PAAF1 TAF1 TAF10 TAF11 TAF11L10 TAF11L11 TAF11L12 TAF11L13 TAF11L14 TAF11L2 TAF11L3 TAF11L4 TAF11L6 TAF11L7 TAF11L8 TAF11L9 TAF12 TAF13 TAF1L TAF2 TAF3 TAF4 TAF4B TAF5 TAF5L TAF6 TAF6L TAF7 TAF7L TAF8 TAF9 TAF9B TBP TCEA1 GOCC_TRANSCRIPTION_FACTOR_TFIIH_HOLO_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_TRANSCRIPTION_FACTOR_TFIIH_HOLO_COMPLEX CCNH CDK7 ERCC2 ERCC3 GTF2H1 GTF2H2 GTF2H2C GTF2H2C_2 GTF2H3 GTF2H4 GTF2H5 MMS19 MNAT1 GOCC_TRANSCRIPTION_FACTOR_TFIIIC_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_TRANSCRIPTION_FACTOR_TFIIIC_COMPLEX GTF3C1 GTF3C2 GTF3C3 GTF3C4 GTF3C5 GTF3C6 GOCC_TRANSCRIPTION_FACTOR_TFTC_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_TRANSCRIPTION_FACTOR_TFTC_COMPLEX ATXN7 ATXN7L3 ENY2 KAT2A SUPT3H TADA3 TAF10 TAF12 TAF2 TAF4 TAF5 TAF5L TAF6 TAF7 TAF9 TAF9B TRRAP USP22 GOCC_TRANSCRIPTION_PREINITIATION_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_TRANSCRIPTION_PREINITIATION_COMPLEX BRF1 BRF2 ERCC3 GTF2A1 GTF2B GTF2H3 POLR2M RECQL5 RPAP2 RPRD1A RPRD1B RPRD2 TAF10 GOCC_TRANSCRIPTION_REGULATOR_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_TRANSCRIPTION_REGULATOR_COMPLEX AATF ABT1 ADNP AHR AJUBA AKIRIN2 ALX4 ANHX ANKRD1 ANXA2 ARID4A ARID5A ARNT ARNT2 ASCC1 ASCC2 ASCC3 ASCL1 ASCL2 ASCL3 ASCL4 ASCL5 ATF1 ATF2 ATF3 ATF4 ATF5 ATF6 ATF6B ATF7 ATF7IP ATF7IP2 ATXN7 ATXN7L3 BACH1 BACH2 BARX2 BATF BATF2 BATF3 BCL9 BCL9L BDP1 BEX1 BIN1 BMAL1 BMAL2 BORCS8-MEF2B BRF1 BRF2 BSX C1D CBFB CBX3 CBX5 CCND1 CCNH CDK2 CDK2AP1 CDK2AP2 CDK4 CDK7 CDX2 CEBPA CEBPB CEBPD CEBPE CEBPG CEBPZ CHD3 CHD4 CHD5 CLOCK CORO2A CREB1 CREB3 CREBBP CREBZF CREG1 CREM CRX CTBP1 CTBP2 CTNNB1 CTNNBIP1 DACH1 DACH2 DBP DDIT3 DDX20 DEPDC1 DHRS7B DMBX1 DR1 DRAP1 E2F1 E2F2 E2F3 E2F4 E2F5 E2F6 E2F7 E2F8 ELANE ENY2 EP300 EPAS1 ERCC2 ERCC3 ESR1 ETV3 FIGLA FLYWCH1 FOS FOSL1 FOSL2 FOXE3 FOXF1 FOXF2 FOXH1 FOXO3 GATA1 GATA2 GATA4 GATA6 GATAD2A GATAD2B GCM1 GEMIN5 GFI1 GFI1B GLI3 GMNN GPS2 GSC GTF2A1 GTF2A1L GTF2A2 GTF2B GTF2E1 GTF2E2 GTF2F1 GTF2F2 GTF2H1 GTF2H2 GTF2H2C GTF2H2C_2 GTF2H3 GTF2H4 GTF2H5 GTF3C1 GTF3C2 GTF3C3 GTF3C4 GTF3C5 GTF3C6 H1-0 HAND1 HAND2 HAX1 HCLS1 HDAC1 HDAC2 HDAC3 HDAC4 HDAC9 HDGF HELT HES6 HEY2 HIF1A HIPK2 HLF HLTF HMGA1 HMGB1 HNF1B HNRNPAB HOXA10 HOXA11 HOXA9 HOXB13 HOXB9 HOXC9 HOXD10 HOXD12 HYAL2 ING2 INSM1 INSM2 IRF9 IVNS1ABP JAZF1 JDP2 JUN JUNB JUND KAT2A KAT5 KDM1A KLF4 KLF5 LBX1 LDB1 LDB2 LEF1 LHX1 LHX3 LIMD1 LIN37 LIN52 LIN54 LIN9 LMO2 LMO4 MAF MAFB MAFF MAFG MAFK MAX MBD2 MBD3 MDM2 MDM4 MED1 MED10 MED11 MED14 MED15 MED16 MED17 MED18 MED19 MED20 MED21 MED22 MED23 MED24 MED25 MED26 MED27 MED28 MED29 MED30 MED31 MED4 MED6 MED7 MED8 MED9 MEF2A MEF2B MEIS1 MEN1 MIDEAS MIER1 MLXIPL MMS19 MNAT1 MSX1 MSX2 MTA1 MTA2 MTA3 MXD1 MXD3 MXI1 MYB MYC MYF5 MYF6 MYOD1 MYOG N4BP2L2 NAA15 NAA16 NCOA1 NCOA2 NCOA6 NCOR1 NCOR2 NEUROD1 NFAT5 NFATC1 NFATC2 NFATC3 NFATC4 NFE2 NFE2L2 NFE2L3 NFIL3 NFYA NFYB NFYC NHLH2 NKX2-1 NKX2-5 NONO NPAS2 NPAS4 NR1H2 NR1H3 NR1I2 NR2E3 NR4A1 NR4A2 NR4A3 NR5A1 NR5A2 NR6A1 ONECUT3 PAAF1 PARP1 PASD1 PBX1 PBX2 PBX3 PBXIP1 PDLIM1 PHF12 PITX1 PITX2 PKNOX1 PMF1 POLR1G POU2AF1 POU2F1 POU2F3 POU3F1 POU3F2 POU4F1 POU4F2 PPARG PRDM10 PRDM16 PRKDC PROP1 PTF1A PTOV1 PYGO2 RARA RARG RB1 RBBP4 RBBP7 RBBP8 RBL1 RBL2 RBM14 RBPJ RBPJL RCOR1 RCOR2 RCOR3 RELA RELB REST RFX3 RFX5 RFXANK RFXAP RIOX2 RLIM RUNX1 RUNX2 RUNX3 RXRA RXRB RXRG S100A10 SATB2 SCX SDR16C5 SFPQ SIN3A SIX1 SIX2 SIX3 SIX4 SIX5 SIX6 SKI SKOR1 SKOR2 SMAD1 SMAD2 SMAD3 SMAD4 SMAD5 SMAD6 SMAD7 SMAD9 SNAI3 SNAPC1 SNAPC3 SNAPC4 SNF8 SOX14 SOX15 SOX17 SOX18 SOX2 SOX4 SOX8 SOX9 SP1 SP3 SPEN SPI1 SSBP3 STAT1 STAT2 STAT3 STAT4 STAT5A STAT5B STAT6 SUB1 SUPT3H TADA3 TAF1 TAF10 TAF11 TAF11L10 TAF11L11 TAF11L12 TAF11L13 TAF11L14 TAF11L2 TAF11L3 TAF11L4 TAF11L6 TAF11L7 TAF11L8 TAF11L9 TAF12 TAF13 TAF1A TAF1B TAF1C TAF1D TAF1L TAF2 TAF3 TAF4 TAF4B TAF5 TAF5L TAF6 TAF6L TAF7 TAF7L TAF8 TAF9 TAF9B TAL1 TBL1X TBL1XR1 TBP TBPL1 TBX15 TBX18 TBX2 TBX5 TCEA1 TCF12 TCF15 TCF21 TCF3 TCF4 TCF7 TCF7L1 TCF7L2 TEAD1 TEAD2 TEAD3 TEAD4 TFAP2D TFAP4 TFDP1 TFDP2 TFDP3 THRB TLE1 TLE2 TLE3 TLE4 TLE6 TLE7 TP53 TRERF1 TRIM28 TRIP4 TRRAP USF1 USP22 VDR WTIP WWOX WWTR1 XBP1 XRCC6 YAP1 YY1 YY2 ZBTB16 ZFHX3 ZFP42 ZFPM1 ZNF224 ZNF350 ZNF541 GOCC_TRANSCRIPTION_REPRESSOR_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_TRANSCRIPTION_REPRESSOR_COMPLEX AKIRIN2 ARID4A BIN1 C1D CBX5 CCND1 CDX2 CORO2A CTBP1 CTBP2 CTNNB1 CTNNBIP1 DDX20 DEPDC1 DR1 DRAP1 ELANE ETV3 FOXO3 GATA1 GFI1 GLI3 GMNN GPS2 H1-0 HDAC1 HDAC3 HDAC4 HDGF HEY2 HMGB1 HOXC9 HOXD10 INSM1 INSM2 JAZF1 JUND LIN37 LIN52 LIN54 LIN9 MAX MDM2 MDM4 MEN1 MIER1 MXD1 MYC N4BP2L2 NCOR1 NCOR2 PASD1 PHF12 PRDM10 PRDM16 RBBP8 RBPJ RCOR1 RELB REST RLIM SDR16C5 SIN3A SKI SP1 SP3 SPEN TBL1X TBL1XR1 TBX15 TBX18 TFAP4 TP53 ZBTB16 ZFPM1 ZNF224 ZNF350 GOCC_TRANSFERASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_TRANSFERASE_COMPLEX ABAT ABTB1 ACTB ACTBL2 ACTG1 ACTL6A ACTL6B ACTL9 ACVR1 ACVR1B ACVR1C ACVR2A ACVR2B AEBP2 AKAP14 AKAP4 AMBRA1 AMFR AMN1 ANAPC1 ANAPC10 ANAPC11 ANAPC13 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 ANKIB1 ANKRD9 APPBP2 ARIH1 ARIH2 ARMC8 ASB1 ASB12 ASB2 ASB4 ASH2L ATF2 ATG101 ATG12 ATG13 ATG14 ATG16L1 ATG16L2 ATG3 ATG5 ATXN7 ATXN7L3 AZI2 BABAM2 BARD1 BCCIP BCOR BECN1 BECN2 BMI1 BOD1 BOD1L1 BRAP BRCA1 BRCA2 BRCC3 BRD1 BRD8 BRPF1 BRPF3 BTRC BUB1B C17orf49 CAB39 CAB39L CACYBP CAND1 CBLL1 CBX2 CBX4 CBX5 CBX6 CBX7 CBX8 CCNA1 CCNA2 CCNB1 CCNB2 CCNB3 CCNC CCND1 CCND2 CCND3 CCNE1 CCNE2 CCNF CCNG1 CCNG2 CCNH CCNI CCNI2 CCNJ CCNJL CCNK CCNL1 CCNL2 CCNO CCNP CCNQ CCNT1 CCNT2 CCNY CDC16 CDC20 CDC20B CDC23 CDC26 CDC27 CDC73 CDK1 CDK12 CDK13 CDK14 CDK16 CDK19 CDK2 CDK3 CDK4 CDK5 CDK5R1 CDK5R2 CDK6 CDK7 CDK8 CDK9 CDKN1A CDKN1B CDKN2D CHD8 CHM CHML CHRAC1 CHUK CISH CKS1B CKS2 CLNS1A CNPPD1 COMMD1 COP1 CRBN CRCP CREBBP CSNK2A1 CSNK2A2 CSNK2B CTR9 CUL1 CUL2 CUL3 CUL4A CUL4B CUL5 CUL7 CUL9 CXXC1 DAD1 DAPK1 DAW1 DBF4 DBF4B DCAF1 DCAF10 DCAF11 DCAF12 DCAF12L1 DCAF12L2 DCAF13 DCAF15 DCAF16 DCAF17 DCAF4 DCAF4L1 DCAF4L2 DCAF5 DCAF6 DCAF7 DCAF8 DCAF8L1 DCAF8L2 DCUN1D1 DCUN1D2 DCUN1D3 DCUN1D4 DCUN1D5 DDA1 DDB1 DDB2 DDOST DERL1 DERL2 DERL3 DET1 DHDDS DLD DLST DMAC2 DMAP1 DPM1 DPM2 DPM3 DPY30 DR1 DTL DYDC1 DYDC2 DYRK2 E2F6 EEA1 EED EID3 ELOB ELOC ELOVL6 ENC1 ENY2 EP300 EP400 EPC1 EPC2 EPOP ERC1 ERCC2 ERCC3 ERCC8 ERH ERN1 EZH1 EZH2 F13A1 F13B FAM8A1 FBH1 FBXL12 FBXL13 FBXL14 FBXL15 FBXL16 FBXL17 FBXL18 FBXL19 FBXL2 FBXL20 FBXL21P FBXL3 FBXL4 FBXL5 FBXL6 FBXL7 FBXL8 FBXO10 FBXO11 FBXO15 FBXO17 FBXO2 FBXO21 FBXO24 FBXO25 FBXO27 FBXO3 FBXO31 FBXO32 FBXO33 FBXO38 FBXO39 FBXO4 FBXO42 FBXO44 FBXO45 FBXO48 FBXO6 FBXO7 FBXO8 FBXO9 FBXW11 FBXW4 FBXW5 FBXW7 FBXW8 FEM1A FEM1B FEM1C FNTA FNTB FUT6 FZR1 GAN GID4 GID8 GLMN GNPTG GOLGA7 GOLGA7B GPR37 GTF2A1 GTF2A1L GTF2A2 GTF2B GTF2E1 GTF2E2 GTF2F1 GTF2F2 GTF2H1 GTF2H2 GTF2H2C GTF2H2C_2 GTF2H3 GTF2H4 GTF2H5 HCFC1 HCFC2 HDAC2 HDAC9 HSD17B10 HSD17B12 IGF1R IKBKB IKBKE IKBKG ILVBL ING3 ING4 ING5 INO80C INSR INSRR IRS1 JADE1 JADE2 JADE3 JARID2 KANSL1 KANSL1L KANSL2 KANSL3 KAT14 KAT2A KAT2B KAT5 KAT6A KAT6B KAT7 KAT8 KBTBD6 KBTBD7 KBTBD8 KCTD10 KCTD13 KCTD17 KCTD2 KCTD5 KDM6A KDM6B KEAP1 KLHDC1 KLHDC10 KLHDC2 KLHDC3 KLHL12 KLHL13 KLHL2 KLHL20 KLHL21 KLHL22 KLHL24 KLHL25 KLHL3 KLHL40 KLHL41 KLHL42 KLHL7 KLHL8 KLHL9 KMT2A KMT2B KMT2C KMT2D KRTCAP2 LAS1L LEO1 LMO7 LZTR1 MAD2L2 MAEA MAGT1 MAP3K5 MAP3K7 MARCHF6 MAT1A MAT2A MAT2B MAVS MAX MBIP MBTD1 MCM3 MCRS1 MEAF6 MED1 MED10 MED11 MED12 MED13 MED17 MED18 MED21 MED27 MED30 MED31 MED6 MED7 MED8 MEN1 METTL1 METTL14 METTL3 METTL4 MGA MIB2 MKLN1 MLEC MMS19 MNAT1 MORF4L1 MORF4L2 MRGBP MRPS36 MSL1 MSL2 MSL3 MSL3P1 MYZAP N6AMT1 NAA10 NAA11 NAA15 NAA16 NAA20 NAA25 NAA30 NAA35 NAA38 NAA50 NCCRP1 NCOA6 NEDD4 NEK10 NSMCE1 NSMCE2 NSMCE3 NSMCE4A NUAK1 NUAK2 NUS1 OGDH OGDHL OGT ORMDL1 ORMDL2 ORMDL3 OS9 OST4 OSTC OTULIN P3R3URF PAAF1 PAF1 PAGR1 PARD3 PARD6A PARD6B PARD6G PAXIP1 PCGF1 PCGF2 PCGF3 PCGF5 PCGF6 PCMTD1 PCNA PDCD6 PDSS1 PDSS2 PEF1 PELP1 PEX2 PFKFB1 PFKL PFKM PFKP PGGT1B PHC1 PHC2 PHC3 PHF20 PHF20L1 PHKA1 PHKA2 PHKB PHKG1 PHKG2 PIAS4 PIGA PIGC PIGH PIGM PIGP PIGQ PIGV PIGY PIK3C2A PIK3C2B PIK3C2G PIK3C3 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R4 PIK3R5 PIK3R6 POLA1 POLA2 POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POLG POLG2 POLR1A POLR1B POLR1C POLR1D POLR1E POLR1F POLR1G POLR1H POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2J2 POLR2J3 POLR2K POLR2L POLR2M POLR3A POLR3B POLR3C POLR3D POLR3E POLR3F POLR3G POLR3GL POLR3H POLR3K POLRMT POTEE POTEF POTEI POTEJ POTEKP PRAME PRAMEF6 PRAMEF9 PRDM4 PRIM1 PRIM2 PRIMPOL PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKACA PRKACB PRKACG PRKAG1 PRKAG2 PRKAG3 PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCI PRKCZ PRKDC PRKN PRMT1 PRMT5 PRPF31 PRPS1 PRPS1L1 PRPS2 PRPSAP1 PRPSAP2 PSG9 PYCARD PYDC1 QTRT1 QTRT2 RABGGTA RABGGTB RAD18 RAD51 RAMAC RAMACL RANBP10 RANBP2 RANBP9 RANGAP1 RB1CC1 RBBP4 RBBP5 RBBP7 RBCK1 RBM15 RBM15B RBX1 RCHY1 REV3L RHBDD2 RING1 RIOK1 RMND5A RMND5B RMRP RNF11 RNF14 RNF144A RNF144B RNF168 RNF19A RNF19B RNF2 RNF20 RNF217 RNF31 RNF40 RNF7 RNF8 RNMT RPAP1 RPN1 RPN2 RTF1 RUVBL1 RUVBL2 SEL1L SENP3 SESN2 SETD1A SETD1B SF3B3 SF3B5 SGF29 SHARPIN SKIC8 SKP1 SKP2 SLA2 SLF1 SLF2 SMC5 SMC6 SMCR8 SMURF2 SNRPB SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SOCS1 SOCS2 SOCS3 SOCS4 SOCS5 SOCS6 SOCS7 SPOP SPOPL SPSB1 SPSB2 SPSB3 SPSB4 SPTLC1 SPTLC2 SPTLC3 SPTSSA SPTSSB STING1 STK11 STRADA STRADB STT3A STT3B STUB1 SUGT1 SUMO4 SUPT20H SUPT20HL1 SUPT20HL2 SUPT3H SUPT7L SUZ12 SYVN1 TADA1 TADA2A TADA2B TADA3 TAF1 TAF10 TAF11 TAF11L10 TAF11L11 TAF11L12 TAF11L13 TAF11L14 TAF11L2 TAF11L3 TAF11L4 TAF11L6 TAF11L7 TAF11L8 TAF11L9 TAF12 TAF13 TAF1L TAF2 TAF3 TAF4 TAF4B TAF5 TAF5L TAF6 TAF6L TAF7 TAF7L TAF8 TAF9 TAF9B TANK TBK1 TBKBP1 TBP TBPL1 TCEA1 TENT2 TERC TERT TEX10 TGFBR1 TGFBR2 THG1L TMEM183A TMEM183BP TMEM258 TNFAIP1 TOPORS TRAF2 TRAF3 TRAF7 TREX1 TRIM40 TRMT10C TRMT6 TRMT61A TRMT61B TRPC4AP TRRAP TSPAN17 TSSK1B TSSK2 TSSK3 TSSK6 TUSC3 UBAC1 UBE2A UBE2B UBE2C UBE2D1 UBE2D2 UBE2D3 UBE2D4 UBE2E1 UBE2I UBE2J2 UBE2L3 UBE2L5 UBE2L6 UBE2N UBE2S UBE2V1 UBE2V2 UBE3D UBE4A UBE4B UBR1 UBR2 UBR3 UBXN8 ULK1 USP22 USP33 USP47 UTY UVRAG VAC14 VHL VIRMA VPS72 WDR26 WDR4 WDR5 WDR5B WDR77 WDR82 WDTC1 WTAP WWP1 WWP2 XRCC5 XRCC6 YEATS2 YEATS4 YPEL5 ZBTB7A ZC3H13 ZDHHC9 ZER1 ZNFX1 ZSWIM4 ZSWIM5 ZSWIM6 ZSWIM8 ZYG11A ZYG11B ZZZ3 GOCC_TRANSFERASE_COMPLEX_TRANSFERRING_PHOSPHORUS_CONTAINING_GROUPS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_TRANSFERASE_COMPLEX_TRANSFERRING_PHOSPHORUS_CONTAINING_GROUPS ACVR1 ACVR1B ACVR1C ACVR2A ACVR2B AKAP14 AKAP4 ATG101 ATG13 ATG14 ATXN7 ATXN7L3 AZI2 BCCIP BECN1 BECN2 CAB39 CAB39L CCNA1 CCNA2 CCNB1 CCNB2 CCNB3 CCNC CCND1 CCND2 CCND3 CCNE1 CCNE2 CCNF CCNG1 CCNG2 CCNH CCNI CCNI2 CCNJ CCNJL CCNK CCNL1 CCNL2 CCNO CCNP CCNQ CCNT1 CCNT2 CCNY CDC73 CDK1 CDK12 CDK13 CDK14 CDK16 CDK19 CDK2 CDK3 CDK4 CDK5 CDK5R1 CDK5R2 CDK6 CDK7 CDK8 CDK9 CDKN1A CDKN2D CHRAC1 CHUK CISH CKS1B CKS2 CNPPD1 CRCP CSNK2A1 CSNK2A2 CSNK2B CTR9 DAPK1 DBF4 DBF4B ENY2 ERC1 ERCC2 ERCC3 ERN1 GNPTG GTF2A1 GTF2A1L GTF2A2 GTF2B GTF2E1 GTF2E2 GTF2F1 GTF2F2 GTF2H1 GTF2H2 GTF2H2C GTF2H2C_2 GTF2H3 GTF2H4 GTF2H5 IGF1R IKBKB IKBKE IKBKG INSR INSRR IRS1 KAT2A LAS1L LEO1 MAD2L2 MAP3K5 MCM3 MED12 MED13 MMS19 MNAT1 MYZAP NEK10 NUAK1 NUAK2 P3R3URF PAAF1 PAF1 PARD3 PARD6A PARD6B PARD6G PCNA PEX2 PFKFB1 PFKL PFKM PFKP PHKA1 PHKA2 PHKB PHKG1 PHKG2 PIK3C2A PIK3C2B PIK3C2G PIK3C3 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R4 PIK3R5 PIK3R6 POLA1 POLA2 POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POLG POLG2 POLR1A POLR1B POLR1C POLR1D POLR1E POLR1F POLR1G POLR1H POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2J2 POLR2J3 POLR2K POLR2L POLR2M POLR3A POLR3B POLR3C POLR3D POLR3E POLR3F POLR3G POLR3GL POLR3H POLR3K POLRMT PRIM1 PRIM2 PRIMPOL PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKACA PRKACB PRKACG PRKAG1 PRKAG2 PRKAG3 PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCI PRKCZ PRKDC PRPS1 PRPS1L1 PRPS2 PRPSAP1 PRPSAP2 PSG9 PYCARD PYDC1 RB1CC1 REV3L RMRP RPAP1 RTF1 SESN2 SKIC8 SLA2 SMCR8 SOCS1 SOCS2 SOCS3 SOCS4 SOCS5 SOCS6 SOCS7 STING1 STK11 STRADA STRADB SUPT3H TADA3 TAF1 TAF10 TAF11 TAF11L10 TAF11L11 TAF11L12 TAF11L13 TAF11L14 TAF11L2 TAF11L3 TAF11L4 TAF11L6 TAF11L7 TAF11L8 TAF11L9 TAF12 TAF13 TAF1L TAF2 TAF3 TAF4 TAF4B TAF5 TAF5L TAF6 TAF6L TAF7 TAF7L TAF8 TAF9 TAF9B TANK TBK1 TBKBP1 TBP TBPL1 TCEA1 TENT2 TERC TERT TGFBR1 TGFBR2 TRAF3 TRIM40 TRRAP TSSK1B TSSK2 TSSK3 TSSK6 ULK1 USP22 UVRAG VAC14 XRCC5 XRCC6 ZBTB7A ZNFX1 GOCC_TRANSLATION_PREINITIATION_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_TRANSLATION_PREINITIATION_COMPLEX DHX29 EIF1 EIF1AX EIF1B EIF2S1 EIF3A EIF3B EIF3C EIF3CL EIF3D EIF3E EIF3F EIF3G EIF3H EIF3I EIF3J EIF3K EIF3L EIF3M GOCC_TRANSLOCON_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_TRANSLOCON_COMPLEX ARL6IP1 SEC61A1 SEC61A2 SEC61B SEC61G SSR4 GOCC_TRANSPORTER_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_TRANSPORTER_COMPLEX ABCA2 ABCB6 ABCB8 ABCC8 ABCC9 ABCD4 ABCG5 ABCG8 ABHD12 ABHD6 AKAP6 AKAP9 ANO1 ANO2 ANO6 ATP10A ATP10B ATP10D ATP11A ATP11B ATP11C ATP12A ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP1B1 ATP1B2 ATP1B3 ATP1B4 ATP2A1 ATP4A ATP4B ATP6V0A2 ATP6V0B ATP6V0C ATP6V0D1 ATP6V1A ATP6V1C1 ATP6V1D ATP6V1F ATP6V1G1 ATP6V1H ATP8A1 ATP8A2 ATP8B1 ATP8B2 ATP8B3 ATP8B4 BCS1L BEST1 BEST2 BEST3 BEST4 C2CD6 CACHD1 CACNA1A CACNA1B CACNA1C CACNA1D CACNA1E CACNA1F CACNA1G CACNA1H CACNA1I CACNA1S CACNA2D1 CACNA2D2 CACNA2D3 CACNA2D4 CACNB1 CACNB2 CACNB3 CACNB4 CACNG1 CACNG2 CACNG3 CACNG4 CACNG5 CACNG6 CACNG7 CACNG8 CALM1 CALM2 CALM3 CASQ2 CATSPER1 CATSPER2 CATSPER3 CATSPER4 CATSPERB CATSPERD CATSPERE CATSPERG CATSPERZ CCDC51 CFTR CHP1 CHRFAM7A CHRNA1 CHRNA2 CHRNA3 CHRNA4 CHRNA5 CHRNA6 CHRNA7 CHRNA9 CHRNB1 CHRNB2 CHRNB3 CHRNB4 CHRND CHRNE CLCA3P CLCC1 CLCN1 CLCN2 CLCN7 CLCNKA CLCNKB CLDN17 CLDN4 CLIC1 CLIC2 CLIC3 CLIC4 CLIC5 CLIC6 CNGA1 CNGA2 CNGA3 CNGA4 CNGB1 CNGB3 CNIH2 CNIH3 CNTNAP2 CPT1C CYC1 DLG3 DLG4 DPP10 DPP6 EFCAB9 EPS8 ERGIC2 ERGIC3 FKBP1A FKBP1B FOXRED1 FXYD1 FXYD2 FXYD4 GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRB1 GABRB2 GABRB3 GABRD GABRE GABRG1 GABRG2 GABRG3 GABRP GABRQ GABRR1 GABRR2 GABRR3 GLRA1 GLRA2 GLRA3 GLRB GRIA1 GRIA2 GRIA3 GRIA4 GRID2 GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B HCN1 HCN2 HCN3 HCN4 HSPA2 HTR3A HTR3B HTR3C HTR3D HTR3E KCNA1 KCNA10 KCNA2 KCNA3 KCNA4 KCNA5 KCNA6 KCNA7 KCNAB1 KCNAB2 KCNAB3 KCNB1 KCNB2 KCNC1 KCNC2 KCNC3 KCNC4 KCND1 KCND2 KCND3 KCNE1 KCNE2 KCNE5 KCNF1 KCNG1 KCNG2 KCNG3 KCNG4 KCNH1 KCNH2 KCNH4 KCNIP1 KCNIP2 KCNIP3 KCNIP4 KCNJ11 KCNJ14 KCNJ16 KCNJ2 KCNJ3 KCNJ4 KCNJ5 KCNJ6 KCNJ8 KCNK1 KCNK2 KCNK4 KCNK6 KCNMA1 KCNMB1 KCNMB2 KCNMB3 KCNMB4 KCNN1 KCNN4 KCNQ1 KCNQ2 KCNQ3 KCNQ4 KCNQ5 KCNS1 KCNS2 KCNS3 KCNV1 KCNV2 LRRC26 LRRC38 LRRC52 LRRC55 LRRC8A LRRC8B LRRC8C LRRC8D LRRC8E MCU MCUB MICU1 MICU2 MICU3 MT-CO1 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA3 NDUFA4 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFAF1 NDUFB1 NDUFB10 NDUFB11 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFC2-KCTD14 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 OLFM2 OLFM3 ORAI1 OSTM1 PACC1 PDE4B PDE4D PEX12 PEX13 PEX14 PKD1 PKD1L1 PKD1L3 PKD2 PKD2L1 PLN PORCN PRKACA PTK2B PTPA RYR1 RYR2 RYR3 SCN10A SCN11A SCN1A SCN1B SCN2A SCN2B SCN3A SCN3B SCN4A SCN4B SCN5A SCN7A SCN8A SCN9A SCNN1A SCNN1B SCNN1D SCNN1G SHISA6 SHISA7 SHISA8 SHISA9 SLC17A6 SLC17A7 SLC17A8 SLC26A6 SLC2A1 SLC5A3 SLC9A1 SMDT1 STAC3 STXBP5 TIMM10 TIMM10B TIMM13 TIMM8A TIMM8B TIMM9 TMEM249 TMEM262 TMEM30A TMEM30B TRPC1 TRPC3 TRPC4 TRPC5 TRPC6 TRPC7 TRPM4 TRPV6 TTYH1 TTYH2 TTYH3 UNC80 UQCR10 UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRFS1P1 UQCRH UQCRHL UQCRQ VWC2 VWC2L WDR93 GOCC_TRANSPORT_VESICLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_TRANSPORT_VESICLE ABCA12 ABCC8 AFTPH AMPH ANKRD27 AP1AR AP1B1 AP1G1 AP1G2 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 AP2A1 AP3S1 AP4B1 APBA1 APH1A APH1B APP AQP2 ARCN1 AREG ARFGEF3 ATP13A2 ATP2B1 ATP6AP1 ATP6AP2 ATP6V0A1 ATP6V0A4 ATP6V0C ATP6V0D1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1D ATP6V1E1 ATP6V1F ATP6V1G2 ATP6V1H ATP7A ATP8A1 AZIN2 B2M BACE1 BCL2L1 BDNF BET1 BGN BIN1 BLOC1S3 BLOC1S5 BLOC1S6 BORCS5 BRSK1 BSN BTBD8 C1QTNF5 CA4 CAV2 CBARP CCDC88A CD55 CD59 CD74 CDK16 CEACAM1 CHGA CHP1 CIDEB CLBA1 CLCN3 CLCN4 CLCN5 CLN3 CLRN1 CLTA CLTB CLTC CLTCL1 CNIH1 CNIH2 CNIH3 CNST COPA COPB1 COPB2 COPE COPG1 COPG2 COPS4 COPS5 COPZ1 COPZ2 CPA3 CPE CPLX3 CRISPLD2 CRYZL2P-SEC16B CTTNBP2 DBH DEFA4 DEFA5 DEFA6 DGKI DISC1 DLG4 DMXL2 DNAJC5 DNM1L DOC2A DPYSL3 DRD2 DTNBP1 DYSF ECE2 EDN1 EEF1AKMT4-ECE2 ERG28 ERP29 EXOC3L1 FER1L4 FER1L5 FGFR3 FGFR4 FGFRL1 FOLR1 FURIN GABBR1 GABRA2 GAD2 GALNT15 GIPC1 GOLGA5 GOLIM4 GOPC GOSR1 GOSR2 GRIA1 GRIN1 GRIN2A HAP1 HCK HCRT HLA-A HLA-B HLA-C HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G HLA-H ICA1 IGF1 IGF2R IL33 INS IQSEC1 ITPR1 KCNK9 KCNQ1 KDELR1 KDELR2 KDELR3 KIF1B KIRREL3 KLHL12 LAMP1 LAMP5 LAPTM5 LGI3 LMAN1 LRRK2 M6PR MAL2 MAP6 MCFD2 MCTP1 MCTP2 MFF MME MT3 MTMR2 MYOF MYRIP NCALD NCSTN NDEL1 NGF NKD2 NPTX1 NRSN1 NRSN2 NTF3 NTF4 NTS OPRD1 OPRK1 OTOF OVGP1 PAM PCSK1 PCSK2 PDCD6 PDE4B PEF1 PENK PHAF1 PICALM PICK1 PLEKHF2 PLIN3 PPFIA2 PPT1 PRG2 PRRT1 PRRT2 PSEN1 PSEN2 PTPRN PTPRN2 PTPRS RAB10 RAB11A RAB11B RAB11FIP5 RAB12 RAB13 RAB14 RAB1A RAB1B RAB26 RAB27A RAB27B RAB3A RAB3B RAB3C RAB3D RAB3IL1 RAB3IP RAB40A RAB40AL RAB40B RAB40C RAB5A RAB5B RAB6A RAB7A RAB8A RAB8B RAB9A RABAC1 RABEPK RASSF9 RNF112 ROGDI RPH3A RPH3AL SAR1A SAR1B SCAMP1 SCAMP5 SCAP SCG3 SCGN SEC13 SEC16A SEC16B SEC22B SEC23A SEC23B SEC23IP SEC24A SEC24B SEC24C SEC24D SEC31A SEC31B SEMA4C SEPTIN1 SEPTIN2 SEPTIN4 SEPTIN5 SEPTIN6 SEPTIN8 SFTA2 SLC17A5 SLC17A6 SLC17A7 SLC17A8 SLC17A9 SLC18A1 SLC18A2 SLC18A3 SLC18B1 SLC2A13 SLC2A4 SLC30A10 SLC30A2 SLC30A3 SLC30A5 SLC30A8 SLC32A1 SLC35D3 SLC35F1 SLC35G2 SLC40A1 SLC4A8 SLC5A7 SLC6A17 SLC6A9 SLC9B2 SNAP25 SNAP91 SNAPIN SNCA SNCAIP SNTB2 SORL1 SORT1 SPG21 SPRED2 SPRR2A SPX SREBF1 SREBF2 SSPN STEAP2 STON1 STON2 STX11 STX12 STX16 STX17 STX19 STX1A STX2 STX3 STX5 STX6 STX7 STXBP5 SURF4 SV2A SV2B SV2C SVOP SYN1 SYN2 SYN3 SYNDIG1 SYNGR1 SYNGR2 SYNGR3 SYNGR4 SYNPR SYNRG SYP SYPL1 SYPL2 SYT1 SYT10 SYT11 SYT12 SYT13 SYT15 SYT17 SYT2 SYT3 SYT4 SYT5 SYT6 SYT7 SYT8 SYT9 SYTL1 SYTL2 SYTL3 SYTL4 SYTL5 TGFA TGOLN2 TH TMED10 TMED2 TMED3 TMED7 TMED9 TMEM163 TMEM168 TMEM184A TMEM187 TMEM230 TMEM30A TOR1A TPRG1L TRAPPC4 TRIM9 TRIP11 UNC13A UNC13B UNC13C UNC13D USO1 VAMP1 VAMP2 VAMP3 VAMP4 VAMP7 VGF VMA21 VPS45 VTI1A VTI1B WFS1 YIPF1 YIPF2 YIPF3 YKT6 ZNRF1 GOCC_TRANSPORT_VESICLE_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_TRANSPORT_VESICLE_MEMBRANE ABCA12 ABCC8 AFTPH AMPH AP1B1 AP1G1 AP1G2 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 AP2A1 AP4B1 AQP2 AREG ARFGEF3 ATP2B1 ATP6AP1 ATP6AP2 ATP6V0A1 ATP6V0A4 ATP6V0C ATP6V0D1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1D ATP6V1E1 ATP6V1F ATP6V1G2 ATP6V1H ATP8A1 B2M BCL2L1 BIN1 BORCS5 BSN CA4 CBARP CD59 CD74 CEACAM1 CIDEB CLBA1 CLTA CLTB CLTC CLTCL1 CNIH1 CNIH2 CNIH3 CPE CPLX3 CRYZL2P-SEC16B DBH DGKI DMXL2 DNAJC5 DNM1L DOC2A DRD2 DTNBP1 DYSF ECE2 EEF1AKMT4-ECE2 FER1L4 FER1L5 FOLR1 GABRA2 GAD2 GOSR2 GRIA1 HLA-A HLA-B HLA-C HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G HLA-H ICA1 ITPR1 KLHL12 LAMP5 LMAN1 LRRK2 MAL2 MAP6 MCFD2 MCTP1 MCTP2 MYOF NCALD OPRD1 OPRK1 OTOF PAM PDCD6 PEF1 PHAF1 PRRT1 PRRT2 PTPRN PTPRN2 PTPRS RAB11B RAB11FIP5 RAB1A RAB26 RAB27B RAB3A RAB3B RAB3C RAB5B RAB7A RASSF9 RPH3A RPH3AL SAR1A SAR1B SCAMP1 SCAMP5 SCAP SCG3 SCGN SEC13 SEC16A SEC16B SEC22B SEC23A SEC23B SEC23IP SEC24A SEC24B SEC24C SEC24D SEC31A SEC31B SEMA4C SEPTIN8 SLC17A5 SLC17A6 SLC17A7 SLC17A8 SLC17A9 SLC18A1 SLC18A2 SLC18A3 SLC18B1 SLC30A2 SLC30A3 SLC30A5 SLC30A8 SLC32A1 SLC35D3 SLC35F1 SLC35G2 SLC4A8 SLC5A7 SLC6A17 SLC6A9 SLC9B2 SNAPIN SNCA SNTB2 SORL1 SPRED2 SREBF1 SREBF2 STX16 STX17 STX1A STX5 STX6 SV2A SV2B SV2C SVOP SYN1 SYN2 SYN3 SYNDIG1 SYNGR1 SYNGR2 SYNGR3 SYNGR4 SYNPR SYNRG SYP SYPL1 SYPL2 SYT1 SYT10 SYT12 SYT2 SYT3 SYT4 SYT5 SYT6 SYT7 SYT8 SYT9 SYTL4 TGFA TMED10 TMED2 TMED7 TMEM163 TMEM184A TMEM30A TPRG1L UNC13A UNC13B UNC13C USO1 VAMP1 VAMP2 VAMP7 VMA21 VTI1A VTI1B WFS1 ZNRF1 GOCC_TRANS_GOLGI_NETWORK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_TRANS_GOLGI_NETWORK AFTPH AP1B1 AP1G1 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 AP4B1 AP4E1 AP4M1 AP4S1 APP ARAP1 ARFGEF1 ARFGEF2 ARFIP1 ARFIP2 ARFRP1 ARL1 ARL5A ARL5B ARL5C ASAP1 ATG9A ATG9B ATP2C1 ATP2C2 ATP7A ATP7B ATP8A1 ATP8B1 ATP8B2 ATP8B3 ATP8B4 ATP9A ATP9B ATXN2 AZIN2 BACE1 BACE2 BAIAP3 BECN1 BICD1 BIRC6 BOK BPNT2 C17orf75 CA4 CABP7 CALN1 CBY1 CCDC186 CCDC91 CD74 CDH1 CHAC1 CHID1 CHST1 CHST2 CHST3 CHST4 CHST5 CHST6 CHST7 CLASP2 CLBA1 CLIP3 CLN3 CLTA CLTB CLTC CLTCL1 CLVS1 CLVS2 CNST COG1 COG2 COG3 COG4 COG5 COG6 COG7 COG8 CORO7 DENND5A DNAAF6 DOP1A DOP1B DPY30 ECPAS EIPR1 ELAPOR1 FAM91A1 FLNA FURIN FUT4 FUT7 FUT9 GBA1 GBF1 GCC2 GCNT1 GGA1 GGA2 GGA3 GOLGA1 GOLGA4 GOLPH3 GOLPH3L GOLT1A GPER1 GPR108 GRN GSAP HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HOOK2 HTR7 IGF2R INPP5K KIF13A KLHL20 LGR5 LGR6 LLGL1 LRRK2 M6PR MARCHF1 MARCHF4 MARCHF9 MICALL1 MLANA MME MMP24 MS4A6A MS4A6E MS4A7 MYO18A MYO1B NBEA NDST1 NMNAT2 NSG1 NSG2 OCRL OPTN OSBP PCSK1 PCSK1N PCSK4 PCSK5 PCSK7 PHAF1 PHETA1 PHETA2 PI4K2A PI4K2B PICK1 PIFO PIK3C2A PLD4 PLEKHA3 PLEKHA8 PLEKHJ1 PLOD3 PLPP3 POSTN PREPL PRKD1 RAB10 RAB11A RAB11FIP3 RAB13 RAB14 RAB21 RAB29 RAB30 RAB31 RAB32 RAB38 RAB43 RAB6A RAB7B RAB8A RAB9A RABEPK RAC1 RBFOX1 RELCH RGP1 RGS20 RHOBTB3 RIC1 SCAMP1 SCAMP2 SCAMP3 SCAMP4 SCAMP5 SCOC SLC10A7 SLC24A5 SLC2A4 SLC30A6 SLC39A9 SLC66A2 SLC9A7 SLC9A8 SMPD4 SNAP25 SNX9 SORL1 ST3GAL1 STX10 STX16 STX4 STX6 STX8 SYS1 SYT11 SYT17 TAS2R16 TBC1D23 TEPSIN TGFBI TGOLN2 TJAP1 TMEM165 TMEM230 TMEM79 TRAPPC6A TRAPPC6B TRAPPC9 USP6NL VAMP2 VAMP3 VAMP4 VAMP7 VPS51 VPS52 VPS53 VPS54 VTI1A WDR11 WIPI1 WLS YIPF1 YIPF2 YIPF4 YIPF5 YIPF6 YIPF7 GOCC_TRANS_GOLGI_NETWORK_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_TRANS_GOLGI_NETWORK_MEMBRANE AFTPH AP1B1 AP1G1 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 AP4B1 AP4E1 AP4M1 AP4S1 APP ARFIP1 ARFIP2 ARFRP1 ARL1 ASAP1 ATP2C2 ATP7A ATP7B ATP9A BAIAP3 BOK BPNT2 CABP7 CALN1 CD74 CLBA1 CLIP3 CLTA CLTC CLVS1 CLVS2 COG1 COG2 COG3 COG4 COG5 COG6 COG7 COG8 FUT9 GOLPH3L HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HTR7 IGF2R KIF13A LGR5 LGR6 LLGL1 M6PR MARCHF1 MMP24 MYO1B NDST1 NSG1 NSG2 PICK1 PLD4 RAB11A RAB11FIP3 RAB31 RAB43 RAB6A RAB8A RAB9A RABEPK RGP1 RHOBTB3 RIC1 SCAMP1 SCAMP2 SCAMP3 SCAMP4 SCAMP5 SLC24A5 SLC30A6 SLC9A8 ST3GAL1 STX10 STX16 STX6 SYS1 TEPSIN TMEM165 TMEM79 USP6NL VAMP3 VAMP4 VPS51 VPS52 VPS53 VPS54 VTI1A GOCC_TRANS_GOLGI_NETWORK_TRANSPORT_VESICLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_TRANS_GOLGI_NETWORK_TRANSPORT_VESICLE AFTPH AP1B1 AP1G1 AP1G2 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 AP2A1 AP4B1 ATP7A CLBA1 CLRN1 CLTA CLTB CLTC CLTCL1 FURIN GOPC IGF2R NCALD RAB12 RAB13 RAB14 RAB27B RAB8A RAB8B RASSF9 SLC18A3 SLC2A4 SORT1 SPG21 STEAP2 SYNRG TGOLN2 TMED10 TMED9 GOCC_TRANS_GOLGI_NETWORK_TRANSPORT_VESICLE_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_TRANS_GOLGI_NETWORK_TRANSPORT_VESICLE_MEMBRANE AFTPH AP1B1 AP1G1 AP1G2 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 AP2A1 AP4B1 CLBA1 CLTA CLTB CLTC CLTCL1 NCALD RASSF9 SLC18A3 SYNRG GOCC_TRAPPIII_PROTEIN_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_TRAPPIII_PROTEIN_COMPLEX TRAPPC1 TRAPPC11 TRAPPC12 TRAPPC13 TRAPPC2 TRAPPC2B TRAPPC2L TRAPPC3 TRAPPC4 TRAPPC5 TRAPPC6A TRAPPC8 GOCC_TRAPPII_PROTEIN_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_TRAPPII_PROTEIN_COMPLEX TRAPPC1 TRAPPC10 TRAPPC13 TRAPPC14 TRAPPC2 TRAPPC2B TRAPPC2L TRAPPC3 TRAPPC4 TRAPPC5 TRAPPC6B TRAPPC9 GOCC_TRAPP_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_TRAPP_COMPLEX TRAPPC1 TRAPPC10 TRAPPC11 TRAPPC12 TRAPPC13 TRAPPC14 TRAPPC2 TRAPPC2B TRAPPC2L TRAPPC3 TRAPPC3L TRAPPC4 TRAPPC5 TRAPPC6A TRAPPC6B TRAPPC8 TRAPPC9 GOCC_TRICARBOXYLIC_ACID_CYCLE_ENZYME_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_TRICARBOXYLIC_ACID_CYCLE_ENZYME_COMPLEX BCKDHA BCKDHB BCKDK DBT DLD DLST FH IDH3A IDH3B IDH3G MRPS36 OGDH OGDHL SUCLA2 SUCLG1 SUCLG2 GOCC_TRIGLYCERIDE_RICH_PLASMA_LIPOPROTEIN_PARTICLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_TRIGLYCERIDE_RICH_PLASMA_LIPOPROTEIN_PARTICLE APOA1 APOA2 APOA4 APOA5 APOB APOBR APOC1 APOC2 APOC3 APOC4 APOE APOH APOL1 APOM APOO LPL LSR PCYOX1 SELENOS VLDLR GOCC_TRNA_METHYLTRANSFERASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_TRNA_METHYLTRANSFERASE_COMPLEX HSD17B10 METTL1 TRMT10C TRMT6 TRMT61A TRMT61B WDR4 GOCC_TRNA_SPLICING_LIGASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_TRNA_SPLICING_LIGASE_COMPLEX C2orf49 DDX1 FAM98A FAM98B FAM98C RTCB RTRAF ZBTB8OS GOCC_TROPONIN_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_TROPONIN_COMPLEX PVALEF TNNC1 TNNC2 TNNI1 TNNI2 TNNI3 TNNT1 TNNT2 TNNT3 GOCC_TUBULAR_ENDOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_TUBULAR_ENDOSOME ANKRD27 SNX5 SNX6 VPS26A VPS35 GOCC_T_CELL_RECEPTOR_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_T_CELL_RECEPTOR_COMPLEX APBB1IP CD247 CD3D CD3E CD3G CD4 CD8A CD8B PTPN6 SKAP1 SYK TRAC TRAJ3 TRAT1 TRAV1-1 TRAV1-2 TRAV10 TRAV12-1 TRAV12-2 TRAV12-3 TRAV13-1 TRAV13-2 TRAV14DV4 TRAV16 TRAV17 TRAV18 TRAV19 TRAV2 TRAV20 TRAV21 TRAV22 TRAV23DV6 TRAV24 TRAV25 TRAV26-1 TRAV26-2 TRAV27 TRAV29DV5 TRAV3 TRAV30 TRAV34 TRAV35 TRAV36DV7 TRAV38-1 TRAV38-2DV8 TRAV39 TRAV4 TRAV40 TRAV41 TRAV5 TRAV6 TRAV7 TRAV8-1 TRAV8-2 TRAV8-3 TRAV8-4 TRAV8-6 TRAV9-1 TRAV9-2 TRBC1 TRBC2 TRBD1 TRBJ1-1 TRBJ1-2 TRBJ1-3 TRBJ1-4 TRBJ1-5 TRBJ1-6 TRBJ2-1 TRBJ2-2 TRBJ2-3 TRBJ2-4 TRBJ2-5 TRBJ2-6 TRBJ2-7 TRBV10-1 TRBV10-2 TRBV10-3 TRBV11-1 TRBV11-2 TRBV11-3 TRBV12-3 TRBV12-4 TRBV12-5 TRBV13 TRBV14 TRBV16 TRBV17 TRBV18 TRBV19 TRBV2 TRBV20-1 TRBV23-1 TRBV24-1 TRBV25-1 TRBV27 TRBV28 TRBV29-1 TRBV3-1 TRBV30 TRBV4-1 TRBV4-2 TRBV5-1 TRBV5-3 TRBV5-4 TRBV5-5 TRBV5-6 TRBV5-7 TRBV6-1 TRBV6-4 TRBV6-5 TRBV6-6 TRBV6-7 TRBV6-8 TRBV7-1 TRBV7-2 TRBV7-3 TRBV7-4 TRBV7-6 TRBV7-7 TRBV7-9 TRBV9 TRDC TRDD1 TRDJ1 TRDV1 TRDV2 TRDV3 TRGC1 TRGC2 TRGV1 TRGV10 TRGV11 TRGV2 TRGV3 TRGV4 TRGV5 TRGV8 TRGV9 ZAP70 GOCC_T_TUBULE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_T_TUBULE AHNAK AHNAK2 AKAP6 ANK2 ANK3 ASB3 ATP1A1 ATP1A2 ATP1B1 ATP2B4 BIN1 CACNA1C CACNA1D CACNA1S CACNA2D1 CACNB1 CACNB2 CACNB3 CACNG1 CACNG4 CACNG6 CACNG7 CACNG8 CAPN3 CASQ1 CAV3 DYSF FXYD1 IGF1R KCNJ11 KCNJ2 KCNJ3 NOS1AP PPP3CB RDX REM1 RTN2 SCN1A SCN1B SCN2A SCN2B SCN5A SLC2A4 SLC30A1 SLC8A1 SLC9A1 SRI STAC STAC3 STBD1 TGFB3 GOCC_U12_TYPE_SPLICEOSOMAL_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_U12_TYPE_SPLICEOSOMAL_COMPLEX DHX15 LSM7 PDCD7 PHF5A RBM41 RBMXL2 RBMXL3 RNPC3 SF3B1 SF3B2 SF3B3 SF3B4 SF3B5 SF3B6 SNRNP25 SNRNP35 SNRNP48 SNRPB SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SNRPGP15 YBX1 ZCRB1 ZMAT5 ZRSR2 GOCC_U1_SNRNP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_U1_SNRNP LUC7L LUC7L2 LUC7L3 PRPF39 PRPF40A PRPF40B RNU1-4 RNVU1-1 RNVU1-14 RNVU1-15 RNVU1-17 RNVU1-19 RNVU1-2A RNVU1-3 RNVU1-4 RNVU1-6 RNVU1-7 RNVU1-8 SNRNP70 SNRPA SNRPB SNRPB2 SNRPC SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SNRPGP15 SNRPN WEE2-AS1 GOCC_U2AF_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_U2AF_COMPLEX SF1 U2AF1 U2AF1L4 U2AF2 ZRSR2 ZRSR2P1 GOCC_U2_SNRNP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_U2_SNRNP BUD13 DDX46 HTATSF1 OVAAL PHF5A RBMX2 RNU2-1 SF3A1 SF3A2 SF3A3 SF3B1 SF3B2 SF3B3 SF3B4 SF3B5 SF3B6 SNIP1 SNRPA1 SNRPB SNRPB2 SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SNRPGP15 SNRPN GOCC_U2_TYPE_CATALYTIC_STEP_2_SPLICEOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_U2_TYPE_CATALYTIC_STEP_2_SPLICEOSOME AQR BCAS2 BUD31 CDC40 CDC5L CRNKL1 CWC15 CWC22 DHX8 EFTUD2 PLRG1 PPIE PPIL1 PRPF19 PRPF8 RBM22 SNRNP40 SNRPA1 SNRPB SNRPB2 SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SNW1 SRRM2 SYF2 XAB2 GOCC_U2_TYPE_SPLICEOSOMAL_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_U2_TYPE_SPLICEOSOMAL_COMPLEX AQR BCAS2 BUD13 BUD31 CASC3 CCDC12 CDC40 CDC5L CRNKL1 CWC15 CWC22 CWC25 CWC27 DHX16 DHX8 EFTUD2 EIF4A3 GCFC2 HTATSF1 IK ISY1 LSM2 LSM3 LSM4 LSM5 LSM6 LSM7 LSM8 LUC7L LUC7L2 LUC7L3 MAGOHB MFAP1 PHF5A PLRG1 PPIE PPIL1 PRPF18 PRPF19 PRPF3 PRPF31 PRPF38A PRPF39 PRPF4 PRPF40A PRPF40B PRPF6 PRPF8 RBM22 RBM8A RBMX2 RNF113A RNF113B SART1 SF3A1 SF3A2 SF3A3 SF3B1 SF3B2 SF3B3 SF3B4 SF3B5 SF3B6 SMU1 SNIP1 SNRNP200 SNRNP40 SNRNP70 SNRPA1 SNRPB SNRPB2 SNRPC SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SNRPGP15 SNRPN SNU13 SNW1 SRRM2 SYF2 TFIP11 TXNL4A U2AF2 WBP4 XAB2 YJU2 YJU2B ZMAT2 GOCC_U4_SNRNP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_U4_SNRNP DDX39B PRPF31 RNU4-1 RNU4-2 SNRPB SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SNRPGP15 SNRPN GOCC_U5_SNRNP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_U5_SNRNP AAR2 CD2BP2 DDX23 PRPF18 PRPF6 PRPF8 RNU5A-1 RNU5B-1 RNU5D-1 RNU5E-1 RNU5F-1 SNRNP200 SNRNP40 SNRPB SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SNRPGP15 SNRPN TSSC4 TXNL4A TXNL4B GOCC_U6_SNRNP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_U6_SNRNP DDX39B LSM2 LSM3 LSM4 LSM5 LSM6 LSM7 LSM8 RNU6-1 RNU6-7 RNU6-9 GOCC_U7_SNRNP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_U7_SNRNP LSM10 LSM11 SNRPB SNRPD3 SNRPE SNRPF SNRPG GOCC_UBIQUINONE_BIOSYNTHESIS_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_UBIQUINONE_BIOSYNTHESIS_COMPLEX COQ3 COQ4 COQ5 COQ6 COQ7 COQ9 GOCC_UBIQUITIN_CONJUGATING_ENZYME_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_UBIQUITIN_CONJUGATING_ENZYME_COMPLEX RNF20 RNF40 STUB1 UBE2A UBE2B UBE2N UBE2V1 UBE2V2 GOCC_UBIQUITIN_LIGASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_UBIQUITIN_LIGASE_COMPLEX ABTB1 AMBRA1 AMFR AMN1 ANAPC1 ANAPC10 ANAPC11 ANAPC13 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 ANKIB1 ANKRD9 APPBP2 ARIH1 ARIH2 ARMC8 ASB1 ASB12 ASB2 ASB4 BABAM2 BARD1 BCOR BMI1 BRAP BRCA1 BRCA2 BRCC3 BTRC BUB1B CACYBP CAND1 CBLL1 CBX2 CBX4 CBX6 CBX7 CBX8 CCNF CDC16 CDC20 CDC20B CDC23 CDC26 CDC27 CDKN1B CKS1B CKS2 COMMD1 COP1 CRBN CUL1 CUL2 CUL3 CUL4A CUL4B CUL5 CUL7 CUL9 DAW1 DCAF1 DCAF10 DCAF11 DCAF12 DCAF12L1 DCAF12L2 DCAF13 DCAF15 DCAF16 DCAF17 DCAF4 DCAF4L1 DCAF4L2 DCAF5 DCAF6 DCAF7 DCAF8 DCAF8L1 DCAF8L2 DCUN1D1 DCUN1D2 DCUN1D3 DCUN1D4 DCUN1D5 DDA1 DDB1 DDB2 DERL1 DERL2 DERL3 DET1 DMAC2 DTL DYRK2 ELOB ELOC ENC1 ERCC8 FAM8A1 FBH1 FBXL12 FBXL13 FBXL14 FBXL15 FBXL16 FBXL17 FBXL18 FBXL19 FBXL2 FBXL20 FBXL21P FBXL3 FBXL4 FBXL5 FBXL6 FBXL7 FBXL8 FBXO10 FBXO11 FBXO15 FBXO17 FBXO2 FBXO21 FBXO24 FBXO25 FBXO27 FBXO3 FBXO31 FBXO32 FBXO33 FBXO38 FBXO39 FBXO4 FBXO42 FBXO44 FBXO45 FBXO48 FBXO6 FBXO7 FBXO8 FBXO9 FBXW11 FBXW4 FBXW5 FBXW7 FBXW8 FEM1A FEM1B FEM1C FZR1 GAN GID4 GID8 GLMN GPR37 IKBKG KBTBD6 KBTBD7 KBTBD8 KCTD10 KCTD13 KCTD17 KCTD2 KCTD5 KEAP1 KLHDC1 KLHDC10 KLHDC2 KLHDC3 KLHL12 KLHL13 KLHL2 KLHL20 KLHL21 KLHL22 KLHL24 KLHL25 KLHL3 KLHL40 KLHL41 KLHL42 KLHL7 KLHL8 KLHL9 LMO7 LZTR1 MAEA MARCHF6 MAVS MED1 MED10 MED11 MED12 MED17 MED18 MED21 MED27 MED30 MED31 MED6 MED7 MED8 MIB2 MKLN1 NCCRP1 NEDD4 OS9 OTULIN PCGF1 PCGF2 PCGF3 PCGF5 PCGF6 PCMTD1 PDCD6 PEF1 PHC1 PHC2 PHC3 PRAME PRAMEF6 PRAMEF9 PRKN RAD18 RAD51 RANBP10 RANBP9 RBCK1 RBX1 RCHY1 RHBDD2 RING1 RMND5A RMND5B RNF11 RNF14 RNF144A RNF144B RNF168 RNF19A RNF19B RNF2 RNF20 RNF217 RNF31 RNF40 RNF7 RNF8 SEL1L SHARPIN SKP1 SKP2 SMURF2 SPOP SPOPL SPSB1 SPSB2 SPSB3 SPSB4 STUB1 SUGT1 SYVN1 TMEM183A TMEM183BP TNFAIP1 TOPORS TRAF2 TRAF3 TRAF7 TRPC4AP TSPAN17 UBAC1 UBE2A UBE2B UBE2C UBE2D1 UBE2D2 UBE2D3 UBE2D4 UBE2E1 UBE2J2 UBE2L3 UBE2L5 UBE2L6 UBE2N UBE2S UBE2V1 UBE3D UBE4A UBE4B UBR1 UBR2 UBR3 UBXN8 USP33 USP47 VHL WDR26 WDR77 WDTC1 WWP1 WWP2 YPEL5 ZER1 ZSWIM4 ZSWIM5 ZSWIM6 ZSWIM8 ZYG11A ZYG11B GOCC_UNCONVENTIONAL_MYOSIN_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_UNCONVENTIONAL_MYOSIN_COMPLEX DYNLL2 MYL6 MYL6B MYO18B MYO1C MYO1F MYO6 MYO7A MYO9A GOCC_UNIPLEX_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_UNIPLEX_COMPLEX MCU MCUB MICU1 MICU2 MICU3 SMDT1 GOCC_VACUOLAR_LUMEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_VACUOLAR_LUMEN ACAN ACLY ACP2 ACTR10 ACTR2 ADA2 AGA AGRN ANXA2 APOB ARG1 ARHGAP45 ARSA ARSB ASAH1 ATP13A2 AZU1 BCAN BGN BPI C3 C6orf120 CAP1 CBLIF CCT2 CCT8 CD1E CD74 CHID1 CLN5 CPPED1 CREG1 CSF3 CSPG4 CSPG5 CTSA CTSB CTSC CTSD CTSF CTSG CTSK CTSL CTSS CTSV CUBN CYB5R3 DAPK2 DCN DEFA1 DEFA1B DEFA3 DNAJC3 DPP7 DSN1 DYNC1H1 ELANE EPDR1 FABP5 FAF2 FASLG FMOD FRK FTL FUCA1 FUCA2 GAA GALC GALNS GBA1 GC GCA GDI2 GGH GLA GLB1 GM2A GNS GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 GRN GUSB GYG1 HEBP2 HEXA HEXB HGSNAT HPSE HRNR HSP90AA1 HSPA8 HSPG2 HYAL1 IDS IDUA IFI30 IMPDH1 IST1 KERA LAMP2 LGMN LIPA LUM LYZ MAN2B1 MAN2B2 MANBA MAPK1 MNDA MPO NAAA NAGLU NAPRT NCAN NEU1 NEU4 NHLRC3 NPC2 NSG1 NSG2 OGN OMD ORM2 PA2G4 PADI2 PDGFRB PLAC8 PLBD2 PLD3 PPT1 PPT2 PRDX6 PRELP PRKCD PRSS2 PRSS57 PRTN3 PSAP PSMD1 PTGES2 PYCARD PYGB RETN RNASE2 RNASE3 RNASET2 S100A7 SCARB2 SDC1 SDC2 SDC3 SDC4 SDCBP SERPINA3 SERPINB13 SERPINB3 SGSH SMPD1 SPACA7 STK11IP TCN2 TOLLIP TPP1 TRAPPC1 TTR TUBB TUBB4B TXNDC5 UNC13D VAT1 VCAN VCP GOCC_VACUOLAR_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_VACUOLAR_MEMBRANE ABCA13 ABCA2 ABCA3 ABCA5 ABCB6 ABCB9 ABCC10 ABCC11 ABCD1 ABCD4 ABHD6 ACP2 ACP3 AHNAK ANKFY1 ANPEP ANXA2 ANXA6 AP1B1 AP1G1 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 AP3B1 AP3D1 AP3M1 AP5B1 AP5M1 AP5S1 ARL8A ARL8B ARRB1 ATG14 ATG16L1 ATG16L2 ATG4B ATG9A ATP10B ATP11A ATP11B ATP11C ATP13A2 ATP6AP1 ATP6AP2 ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1C2 ATP6V1D ATP6V1E1 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1G3 ATP6V1H ATP8A1 ATRAID ATXN3 AZU1 B2M B4GALT1 BLOC1S1 BLOC1S2 BORCS5 BORCS6 BORCS7 BORCS8 BRI3 BST2 C3AR1 CALCOCO2 CCDC115 CCZ1 CCZ1B CD164 CD1B CD1D CD63 CD68 CD74 CDIP1 CEACAM6 CEACAM8 CFTR CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CKAP4 CLCN3 CLCN4 CLCN5 CLCN6 CLCN7 CLEC16A CLN3 CLN5 CLTA CLTC CMTM6 COL6A1 CP CPNE1 CPNE3 CSF3R CTNS CTSA CTSD CUBN CYB561 CYB561A3 CYBRD1 DAB2 DAGLB DDOST DEPDC5 DEPTOR DNAJC13 DNAJC5 DPP4 DRAM1 DRAM2 DTX3L ECE1 EEF1A1 EEF1A2 EGF ELAPOR1 ENPEP ENPP1 ENTPD4 EVA1A FFAR4 FLCN FLOT1 FNIP1 FNIP2 FPR1 GAA GABARAP GABARAPL1 GABARAPL2 GABARAPL3 GBA1 GDAP2 GFAP GIMAP5 GLIPR1 GLMP GNA11 GNAI1 GNAI3 GNAQ GNB1 GNB2 GNB4 GOPC GPLD1 GPR137 GPR137B GPR137C GPR143 GPR155 GRN HGSNAT HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-F HLA-H HPS4 HPS6 HPSE HSPA8 IFITM1 IFITM2 IFITM3 IRAG2 IRGM ITFG2 ITM2C JMY KICS2 KIF5B KLC2 KPTN KXD1 LAMP1 LAMP2 LAMP3 LAMP5 LAMTOR1 LAMTOR2 LAMTOR3 LAMTOR4 LAMTOR5 LAPTM4A LAPTM4B LAPTM5 LDLR LITAF LITAFD LMBRD1 LNPEP LPCAT1 LRBA LRP1 LRP2 LRRC8A LRRC8E LYN M6PR MAGT1 MANBA MAP1LC3A MAP1LC3B MAP1LC3B2 MAP1LC3C MARCHF1 MARCHF2 MARCHF8 MARCHF9 MCOLN1 MCOLN2 MCOLN3 MEAK7 MFSD1 MFSD12 MFSD8 MGST1 MINAR2 MIOS MITF MMD MREG MTMR2 MTOR MYL11 MYO6 MYO7A NAPG NCSTN NDUFC2 NEU1 NEU3 NFAM1 NKG7 NPC1 NPRL2 NPRL3 NSF OCA2 OCLN OSTM1 P2RX4 PCSK9 PGAP6 PI4K2A PIGR PIP4P1 PIP4P2 PLA2G4E PLAAT3 PLD1 PLD3 PLEKHF1 PLEKHM1 PLEKHM2 PRCP PRKD1 PSAP PSEN1 PSEN2 RAB12 RAB14 RAB2A RAB37 RAB3D RAB44 RAB5C RAB7A RAP1B RB1CC1 RDH14 RHEB RILP RMC1 RNASEK RNF13 RNF152 RNF167 RNF183 RPTOR RRAGA RRAGB RRAGC RRAGD RUBCNL SBF2 SCARB1 SCARB2 SEC13 SEH1L SESN2 SH3GLB1 SIDT2 SLC11A1 SLC11A2 SLC12A4 SLC15A3 SLC15A4 SLC17A5 SLC17A9 SLC22A17 SLC26A11 SLC29A3 SLC2A6 SLC2A8 SLC30A2 SLC30A3 SLC30A4 SLC31A2 SLC35F6 SLC36A1 SLC36A2 SLC36A3 SLC36A4 SLC37A3 SLC38A7 SLC38A9 SLC39A14 SLC39A8 SLC3A1 SLC3A2 SLC44A2 SLC46A3 SLC48A1 SLC49A4 SLC66A1 SLC66A1L SLC7A14 SLC7A5 SLCO4C1 SNAP29 SNAPIN SNX14 SORT1 SPAAR SPAG9 SPG11 SPHK2 SPNS1 SPPL2A SPPL2B SPPL2C STARD3 STARD3NL STING1 STK11IP STOM STX17 STX7 SURF4 SYNGR1 SYT11 SYT7 SZT2 TAB2 TASL TBC1D7 TCIRG1 TECPR1 TEX264 TFE3 TFEB THBD TLR3 TLR7 TLR8 TLR9 TM4SF5 TM6SF1 TM9SF1 TMBIM1 TMEM106B TMEM138 TMEM150B TMEM150C TMEM163 TMEM165 TMEM175 TMEM179B TMEM192 TMEM199 TMEM30A TMEM45B TMEM59 TMEM63A TMEM74 TMEM79 TMEM9 TMEM9B TOM1 TPCN1 TPCN2 TRAF3IP3 TRIM23 TRPM2 TSC1 TSC2 TSPAN1 UBA1 UBA52 UBXN6 ULK1 UVRAG VAC14 VAMP1 VAMP7 VAMP8 VAPA VASN VLDLR VMP1 VNN1 VOPP1 VPS11 VPS13A VPS13B VPS13C VPS16 VPS18 VPS33A VPS33B VPS35 VPS39 VPS41 VPS4A VTI1B WDFY3 WDR11 WDR24 WDR41 WDR59 WDR81 WIPI1 YWHAB ZFYVE26 ZNRF2 GOCC_VACUOLAR_PROTON_TRANSPORTING_V_TYPE_ATPASE_V0_DOMAIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_VACUOLAR_PROTON_TRANSPORTING_V_TYPE_ATPASE_V0_DOMAIN ATP6AP2 ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0E2 RNASEK TCIRG1 GOCC_VACUOLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_VACUOLE ABCA13 ABCA2 ABCA3 ABCA5 ABCB6 ABCB9 ABCC10 ABCC11 ABCD1 ABCD4 ABHD6 ACAN ACE ACLY ACP2 ACP3 ACP4 ACP5 ACR ACTR10 ACTR2 ADA ADA2 ADAM8 ADRB2 AGA AGRN AHNAK AKR1B10 AMBRA1 ANK2 ANK3 ANKFY1 ANKRD27 ANPEP ANXA11 ANXA2 ANXA6 AP1B1 AP1G1 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 AP3B1 AP3D1 AP3M1 AP5B1 AP5M1 AP5S1 APOB ARG1 ARHGAP45 ARL8A ARL8B ARRB1 ARRDC3 ARSA ARSB ARSD ARSG ARSK ASAH1 ATG12 ATG14 ATG16L1 ATG16L2 ATG4B ATG5 ATG9A ATG9B ATP10B ATP11A ATP11B ATP11C ATP13A2 ATP6AP1 ATP6AP2 ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1C2 ATP6V1D ATP6V1E1 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1G3 ATP6V1H ATP8A1 ATRAID ATXN3 AUP1 AZU1 B2M B4GALT1 BACE1 BBC3 BCAN BCL10 BECN1 BGN BLOC1S1 BLOC1S2 BORCS5 BORCS6 BORCS7 BORCS8 BPI BRI3 BST2 C3 C3AR1 C6orf120 C9orf72 CALCOCO2 CALCRL CALR CAP1 CAPN1 CAPN2 CBLIF CCDC115 CCT2 CCT8 CCZ1 CCZ1B CD164 CD1B CD1C CD1D CD1E CD34 CD63 CD68 CD74 CDC42 CDIP1 CEACAM6 CEACAM8 CFTR CHID1 CHIT1 CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CKAP4 CLCN3 CLCN4 CLCN5 CLCN6 CLCN7 CLEC16A CLN3 CLN5 CLNK CLTA CLTC CMTM6 COL6A1 CP CPA2 CPNE1 CPNE3 CPPED1 CPQ CREG1 CRHBP CRYAB CSF3 CSF3R CSPG4 CSPG5 CST7 CTBS CTNS CTSA CTSB CTSC CTSD CTSF CTSG CTSH CTSK CTSL CTSO CTSS CTSV CTSW CTSZ CUBN CXCR2 CXCR4 CYB561 CYB561A3 CYB5R3 CYBRD1 CYLC1 DAB2 DAGLB DAPK2 DCN DDOST DEFA1 DEFA1B DEFA3 DEFA4 DEPDC5 DEPTOR DLD DNAJC13 DNAJC3 DNAJC5 DNASE2 DNASE2B DOC2A DPP4 DPP7 DRAM1 DRAM2 DSN1 DTX3L DYNC1H1 ECE1 EEF1A1 EEF1A2 EGF ELANE ELAPOR1 ENPEP ENPP1 ENTPD4 EPDR1 EPG5 EVA1A FABP5 FAF2 FASLG FFAR4 FLCN FLOT1 FMOD FNBP1 FNIP1 FNIP2 FPR1 FRK FTH1 FTL FUCA1 FUCA2 FUT10 FYCO1 GAA GABARAP GABARAPL1 GABARAPL2 GABARAPL3 GALC GALNS GBA1 GC GCA GDAP2 GDI2 GFAP GGA3 GGH GIMAP5 GLA GLB1 GLB1L GLB1L2 GLB1L3 GLIPR1 GLMP GM2A GNA11 GNAI1 GNAI3 GNAQ GNB1 GNB2 GNB4 GNLY GNPTG GNS GOPC GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 GPLD1 GPR137 GPR137B GPR137C GPR143 GPR155 GRAMD1A GRIN2B GRN GUSB GYG1 GZMB GZMH HAP1 HAS2 HCK HEBP2 HEXA HEXB HGS HGSNAT HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-F HLA-H HPS1 HPS4 HPS6 HPSE HRG HRNR HSP90AA1 HSPA8 HSPG2 HTT HYAL1 HYAL2 HYAL3 IDS IDUA IFI30 IFITM1 IFITM2 IFITM3 IFNAR1 IL1B IL4I1 IMPDH1 INSR IRAG2 IRGM IST1 ITFG2 ITM2C JMY KCNE1 KCNE2 KCNQ1 KERA KICS2 KIF5B KLC2 KLHL22 KPTN KXD1 LAMP1 LAMP2 LAMP3 LAMP5 LAMTOR1 LAMTOR2 LAMTOR3 LAMTOR4 LAMTOR5 LAPTM4A LAPTM4B LAPTM5 LARS1 LDLR LGMN LIPA LITAF LITAFD LMBRD1 LNPEP LPCAT1 LRBA LRP1 LRP2 LRRC8A LRRC8E LRRK2 LUM LYN LYZ M6PR MAGT1 MAN2B1 MAN2B2 MANBA MAP1LC3A MAP1LC3B MAP1LC3B2 MAP1LC3C MAPK1 MAPK15 MARCHF1 MARCHF2 MARCHF3 MARCHF8 MARCHF9 MCOLN1 MCOLN2 MCOLN3 MEAK7 MEFV MFHAS1 MFSD1 MFSD12 MFSD8 MGST1 MINAR2 MIOS MITF MLC1 MMD MNDA MPO MREG MST1R MTMR2 MTOR MYL11 MYO5A MYO6 MYO7A NAAA NAGA NAGLU NAPG NAPRT NAPSA NBR1 NCAN NCF1 NCF2 NCF4 NCOA4 NCSTN NDUFC2 NEU1 NEU2 NEU3 NEU4 NFAM1 NHLRC3 NKG7 NPC1 NPC2 NPRL2 NPRL3 NRBF2 NSF NSG1 NSG2 OCA2 OCIAD1 OCIAD2 OCLN OCRL OGN OLFM4 OMD OPTN ORM2 OSBPL7 OSTM1 P2RX4 PA2G4 PADI2 PCSK9 PCYOX1 PDE1C PDGFRB PEG3 PGAP6 PI4K2A PIGR PIK3C3 PIK3R4 PIP4K2A PIP4K2B PIP4K2C PIP4P1 PIP4P2 PLA2G10 PLA2G15 PLA2G4E PLA2G5 PLAAT1 PLAAT3 PLAC8 PLBD1 PLBD2 PLD1 PLD3 PLEKHF1 PLEKHM1 PLEKHM2 PPT1 PPT2 PRCP PRDX6 PRELP PRF1 PRKCD PRKD1 PRSS16 PRSS2 PRSS57 PRTN3 PSAP PSAPL1 PSEN1 PSEN2 PSMD1 PTGES2 PYCARD PYGB RAB12 RAB14 RAB23 RAB24 RAB27A RAB29 RAB2A RAB37 RAB38 RAB39A RAB3A RAB3D RAB44 RAB5C RAB7A RAB7B RAB9A RAB9B RAMP2 RAMP3 RAP1B RB1CC1 RDH14 RETN RFFL RHEB RILP RMC1 RNASE2 RNASE3 RNASE6 RNASEK RNASET2 RNF13 RNF152 RNF167 RNF183 RNF19B RPS6KC1 RPTOR RRAGA RRAGB RRAGC RRAGD RUBCN RUBCNL RUFY4 S100A7 SBF2 SCARB1 SCARB2 SDC1 SDC2 SDC3 SDC4 SDCBP SEC13 SEH1L SERPINA3 SERPINB1 SERPINB13 SERPINB3 SESN2 SFTPB SFTPD SGSH SH3GLB1 SHKBP1 SIAE SIDT1 SIDT2 SLC11A1 SLC11A2 SLC12A4 SLC15A3 SLC15A4 SLC17A5 SLC17A9 SLC22A17 SLC26A11 SLC29A3 SLC2A13 SLC2A6 SLC2A8 SLC30A2 SLC30A3 SLC30A4 SLC31A2 SLC35F6 SLC36A1 SLC36A2 SLC36A3 SLC36A4 SLC37A3 SLC38A7 SLC38A9 SLC39A14 SLC39A8 SLC3A1 SLC3A2 SLC44A2 SLC46A3 SLC48A1 SLC49A4 SLC66A1 SLC66A1L SLC7A14 SLC7A5 SLCO2A1 SLCO4C1 SMPD1 SNAP23 SNAP29 SNAPIN SNCA SNX1 SNX14 SNX16 SNX2 SNX6 SORT1 SPAAR SPACA3 SPACA7 SPAG9 SPG11 SPHK2 SPNS1 SPPL2A SPPL2B SPPL2C SQSTM1 SRC SRGN SRPX STARD3 STARD3NL STING1 STK11IP STOM STS STX17 STX3 STX4 STX7 STXBP2 SULT1C2 SURF4 SYNGR1 SYT11 SYT7 SZT2 TAB2 TASL TAX1BP1 TBC1D12 TBC1D14 TBC1D17 TBC1D25 TBC1D5 TBC1D7 TCIRG1 TCN2 TECPR1 TEX264 TFE3 TFEB THBD TIAL1 TICAM1 TINAG TINAGL1 TLR3 TLR7 TLR8 TLR9 TM4SF5 TM6SF1 TM9SF1 TMBIM1 TMEM106B TMEM138 TMEM150B TMEM150C TMEM163 TMEM165 TMEM175 TMEM179B TMEM192 TMEM199 TMEM208 TMEM230 TMEM25 TMEM30A TMEM45B TMEM59 TMEM63A TMEM74 TMEM79 TMEM9 TMEM97 TMEM9B TNFAIP3 TOLLIP TOM1 TOM1L1 TP53INP1 TP53INP2 TPCN1 TPCN2 TPP1 TRAF3IP3 TRAPPC1 TRIM17 TRIM21 TRIM23 TRIM29 TRIP10 TRPM2 TSC1 TSC2 TSPAN1 TTR TUBB TUBB4B TXNDC5 TYR UBA1 UBA52 UBQLN1 UBQLN2 UBQLN4 UBXN6 ULK1 ULK2 ULK3 UNC13D UNC93B1 USE1 USP4 USP5 USP6 UVRAG VAC14 VAMP1 VAMP4 VAMP7 VAMP8 VAPA VASN VAT1 VCAN VCP VLDLR VMA21 VMP1 VNN1 VOPP1 VPS11 VPS13A VPS13B VPS13C VPS16 VPS18 VPS26A VPS33A VPS33B VPS35 VPS36 VPS39 VPS41 VPS4A VTI1A VTI1B WASH3P WASHC1 WDFY3 WDR11 WDR24 WDR41 WDR45B WDR48 WDR59 WDR81 WIPI1 WIPI2 WWOX YWHAB ZFYVE1 ZFYVE26 ZNRF1 ZNRF2 GOCC_VARICOSITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_VARICOSITY BIN1 CD40 CRHBP DAGLA MAP1B TNFRSF1B UCN UCN3 GOCC_VCP_NPL4_UFD1_AAA_ATPASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_VCP_NPL4_UFD1_AAA_ATPASE_COMPLEX FAF1 FAF2 NPLOC4 RNF125 UBXN1 UBXN7 UFD1 VCP GOCC_VESICLE_COAT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_VESICLE_COAT AFTPH AP1B1 AP1G1 AP1G2 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 ARCN1 BTBD8 CIDEB CLBA1 CLINT1 CLTA CLTB CLTC CLTCL1 COPA COPB1 COPB2 COPE COPG1 COPG2 COPZ1 COPZ2 DIPK2A ENTHD1 EPN1 EPN2 EPN3 KLHL12 MYCBPAP NCALD NECAP1 NECAP2 PDCD6 PEF1 SAR1A SAR1B SCYL1 SEC13 SEC23A SEC23B SEC24A SEC24B SEC24C SEC24D SEC31A SEC31B SGIP1 SLC18A3 STON1 STON2 SYNRG TMED3 TMED7 GOCC_VESICLE_LUMEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_VESICLE_LUMEN A1BG A2M ACAA1 ACLY ACTN1 ACTN2 ACTN4 ACTR10 ACTR1B ACTR2 ADA ADA2 AGA AGL AHSG ALAD ALB ALDOA ALDOC ALOX5 AMPD3 ANXA2 AOC1 APAF1 APOA1 APOH APOOL APP APRT ARG1 ARHGAP45 ARHGAP9 ARMC8 ARPC5 ARSA ARSB ATG7 AZU1 B2M BACE1 BIN2 BPI C1orf35 C3 C6orf120 CAB39 CAMP CAND1 CANT1 CAP1 CAT CCT2 CCT8 CDA CDC37L1 CEP290 CFD CFP CHI3L1 CHIT1 CLEC3B CLU CNN2 COMMD9 COTL1 CPPED1 CRACR2A CREG1 CRISP3 CRISPLD2 CSNK2B CSTB CTSA CTSC CTSD CTSG CTSH CTSW CTSZ CXCL1 CYB5R3 CYFIP1 CYRIB DBH DBNL DDX3X DEFA1 DEFA1B DEFA3 DEFA4 DEFA5 DERA DNAJC3 DNASE1L1 DOCK2 DPP7 DSN1 DYNC1H1 DYNLT1 ECM1 EEF1A1 EEF2 EGF EGFR ELANE EPX ERP44 F13A1 F5 F8 FABP5 FAF2 FAM3C FASLG FCN1 FERMT3 FGA FGB FGG FGR FN1 FOLR3 FRK FTL FUCA1 FUCA2 GALNS GAS6 GCA GCG GDI2 GGH GHDC GHRL GIP GLA GLB1 GM2A GMFG GNS GPI GRN GRP GSDMD GSN GSTP1 GTPBP2 GUSB GYG1 HEBP2 HEXB HGF HK3 HMGB1 HP HPSE HRG HRNR HSP90AA1 HSP90AB1 HSPA6 HSPA8 HUWE1 IDH1 IGF1 IGF2 ILF2 IMPDH1 IMPDH2 INS ISLR IST1 ITIH3 ITIH4 JUP KNG1 KPNB1 LCN2 LEFTY2 LGALS3BP LRG1 LRRC7 LTF LYZ MAGED2 MAN2B1 MAPK1 MAPK14 MIF MMP8 MMRN1 MNDA MPO MVP NAPRT NEU1 NFKB1 NHLRC2 NHLRC3 NIT2 NME2 NPC2 OLA1 OLFM4 ORM1 ORM2 OSCAR OSTF1 PA2G4 PADI2 PAFAH1B2 PCSK1 PCYOX1L PDGFA PDGFB PDXK PENK PF4 PFKL PGAM1 PGLYRP1 PGM2 PKM PLAC8 PLG PNP POMC PPBP PPIA PPIE PRDX4 PRDX6 PRG3 PRKCD PROS1 PRSS2 PRSS57 PRTN3 PSMA2 PSMA5 PSMB1 PSMB7 PSMC2 PSMC3 PSMD1 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD6 PSMD7 PTGES2 PTPN6 PTX3 PYCARD PYGB PYGL QPCT QSOX1 RAB27A RARRES2 RETN RNASE2 RNASE3 RNASET2 ROCK1 S100A11 S100A12 S100A7 S100A8 S100A9 S100P SCCPDH SCG3 SDCBP SELENOP SERPINA1 SERPINA3 SERPINA4 SERPINB1 SERPINB3 SERPINE1 SERPINF2 SERPING1 SERPINI1 SLPI SPACA7 SPARC SPP2 SPTAN1 SRGN SRP14 STK11IP TCN1 TEX264 TF TGFB1 TGFB2 TGFB3 THBS1 TIMP1 TIMP2 TIMP3 TMSB4X TOLLIP TOR4A TRAPPC1 TTR TUBB TUBB4B TXNDC5 UNC13D VAT1 VCL VCP VEGFA VEGFB VEGFC VEGFD VPS13A VTI1B VWF XRCC5 XRCC6 GOCC_VESICLE_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_VESICLE_MEMBRANE ABCA12 ABCA13 ABCA2 ABCA3 ABCA4 ABCA5 ABCA7 ABCB11 ABCB6 ABCC11 ABCC4 ABCC5 ABCC8 ABCG4 ABHD17A ABHD17B ABHD17C ABHD6 ACAP1 ACAP2 ACE2 ACP3 ACRBP ADAM10 ADAM30 ADAM8 ADCY8 ADGRE3 ADGRE5 ADGRG3 ADRB2 AFTPH AGPAT2 AGTRAP ALDH3B1 AMN AMPH ANKFY1 ANKRD27 ANO6 ANPEP ANTXR1 ANTXR2 ANXA1 ANXA2 ANXA3 ANXA4 ANXA6 ANXA7 ANXA8 AP1B1 AP1G1 AP1G2 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 AP3B1 AP3B2 AP3D1 AP3M1 AP3M2 AP3S1 AP3S2 AP4B1 AP5M1 AP5S1 APH1A APH1B APLP2 APOB APOE APPBP2 APPL1 APPL2 AQP11 AQP2 AQP4 AQP5 AQP6 AQP7 ARC ARCN1 AREG ARF6 ARFGEF3 ARHGAP1 ARHGAP21 ARHGAP32 ARL8A ARL8B ARRB1 ASB15 ASPSCR1 ATAD3B ATG12 ATG16L1 ATG5 ATG9A ATG9B ATP10B ATP11A ATP11B ATP11C ATP13A2 ATP13A3 ATP13A4 ATP13A5 ATP2B1 ATP6AP1 ATP6AP2 ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1D ATP6V1E1 ATP6V1F ATP6V1G2 ATP6V1H ATP7A ATP8A1 ATP8A2 ATP8B3 ATP8B4 ATP9A AVP AVPR2 AZU1 B2M B4GALT1 BACE1 BACE2 BAIAP2L2 BAIAP3 BCL2L1 BECN1 BIN1 BOK BORCS5 BRI3 BSG BSN BST1 BST2 BTBD8 BTC C2CD5 C3AR1 C5AR1 CA4 CACNG2 CACNG3 CACNG4 CACNG8 CADPS CADPS2 CALR CALY CAMK2A CAMK2B CAMK2D CAMK2G CAMKV CAV1 CAV2 CBARP CCDC136 CD109 CD14 CD163 CD164 CD177 CD1A CD1B CD1C CD1D CD207 CD274 CD300A CD300LG CD33 CD36 CD3D CD3G CD4 CD44 CD46 CD47 CD53 CD55 CD58 CD59 CD63 CD68 CD74 CD8B CD9 CD93 CDIP1 CEACAM1 CEACAM3 CEACAM6 CEACAM8 CEMIP CFAP65 CFTR CHMP1A CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4BP1 CHMP4C CHMP5 CHMP6 CHMP7 CHRM2 CHRNB4 CIDEB CKAP4 CLBA1 CLCA1 CLCN3 CLCN4 CLCN5 CLCN6 CLEC12A CLEC16A CLEC4C CLEC4D CLEC4E CLEC5A CLIC4 CLINT1 CLIP1 CLIP3 CLN3 CLTA CLTB CLTC CLTCL1 CLVS1 CLVS2 CMTM6 CNGA2 CNGA4 CNGB1 CNIH1 CNIH2 CNIH3 COLEC12 COMMD1 COPA COPB1 COPB2 COPE COPG1 COPG2 COPZ1 COPZ2 CORO1A CORO1C CPE CPLX3 CPNE1 CPNE3 CPTP CR1 CRYZL2P-SEC16B CSF3R CSPG5 CTNS CTSD CUZD1 CXCR1 CXCR2 CYB561 CYB561A3 CYB561D2 CYB5R1 CYBA CYBB CYSTM1 DAB2 DAGLA DBH DBNL DCST1 DCST2 DCSTAMP DCT DDOST DEGS1 DENND1A DENND4C DGAT1 DGKI DGKQ DIAPH1 DIO3 DIPK2A DISP3 DKK1 DLG4 DMBT1 DMXL2 DNAJC13 DNAJC5 DNM1L DNM2 DOC2A DOK3 DOP1B DRD2 DSC1 DSE DSG1 DSP DTNBP1 DTX3L DYNC1LI1 DYNLL1 DYSF ECE1 ECE2 EEA1 EEF1AKMT4-ECE2 EGF EGFR EHD1 EHD2 EHD3 EHD4 ELAPOR1 ENPP4 ENTHD1 ENTPD7 ENTREP1 EPGN EPHA4 EPHA8 EPHB1 EPN1 EPN2 EPN3 EPS15 EQTN ERBB2 EREG EXOC3 FABP5 FAM170B FCAR FCER1G FCGR1A FCGR1BP FCGR2A FCGR3B FCGRT FER1L4 FER1L5 FFAR4 FGD2 FIG4 FLOT2 FLRT1 FLT3 FMN2 FNDC3A FOLR1 FPR1 FPR2 FRMPD3 FURIN FZD2 FZD4 FZD5 FZD6 FZD7 GAA GABARAPL1 GABRA1 GABRA2 GABRB2 GABRB3 GABRG2 GAD1 GAD2 GALNTL5 GBP1 GBP2 GBP5 GBP7 GDE1 GGA1 GGA2 GGA3 GIMAP5 GIPC1 GJA1 GLIPR1 GNPNAT1 GOLIM4 GOPC GOSR2 GP2 GPER1 GPNMB GPR135 GPR143 GPR161 GPR18 GPR61 GPR62 GPR84 GPR89A GPRC5A GPRC5B GPRC5C GRB14 GRB2 GRIA1 GRIA2 GRIA3 GRIA4 GRIN2A GRIPAP1 HBEGF HGS HGSNAT HIP1 HIP1R HLA-A HLA-B HLA-C HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G HLA-H HMOX2 HPS6 HSD17B6 HSPA8 HTT HVCN1 HYAL3 ICA1 IFITM2 IFITM3 IFNGR2 IGF2R IL15RA IL7R INPP4A INPP5B INPP5F INSR IQGAP1 IQGAP2 IRAG2 IRAK1 IRAK2 IRAK4 IRF7 IRGM ITCH ITGA2B ITGAL ITGAM ITGAV ITGAX ITGB1 ITGB2 ITGB3 ITM2B ITPR1 ITPR2 ITPR3 IYD IZUMO1 KCNAB2 KCNH1 KCNJ4 KCNQ1 KDELR1 KDELR2 KDELR3 KIAA0319 KIF13A KIF16B KIF1A KIF1B KIFC3 KIR2DL4 KLHL12 KREMEN2 LAIR1 LAMP1 LAMP2 LAMP3 LAMP5 LAMTOR1 LAMTOR2 LAMTOR3 LAMTOR4 LAMTOR5 LAPTM4A LAPTM4B LDLR LDLRAD4 LDLRAP1 LEPROT LGALS3 LHFPL2 LILRA3 LILRB2 LILRB3 LITAF LITAFD LLGL1 LMAN1 LNPEP LPCAT1 LRIG3 LRP1 LRP2 LRP6 LRRK2 LY6G6F LY96 LYN LZTR1 M6PR MAGT1 MAL2 MALRD1 MANBA MAP3K7 MAP6 MARCHF1 MARCHF11 MARCHF2 MARCHF3 MARCHF8 MARCO MCEMP1 MCFD2 MCOLN1 MCOLN2 MCOLN3 MCTP1 MCTP2 MDM2 MFGE8 MFSD10 MFSD12 MFSD8 MGAM MGST1 MICALL1 MITD1 MLEC MMD MME MMGT1 MMP25 MON2 MOSPD2 MOXD1 MOXD2P MPEG1 MR1 MRC1 MREG MS4A3 MSR1 MTMR2 MTMR4 MVB12A MVB12B MYCBPAP MYD88 MYO1B MYO1C MYO5B MYO6 MYOF NAPEPLD NBEAL2 NCALD NCDN NCF4 NCK1 NCK2 NCKAP1L NCSTN NDFIP1 NDFIP2 NDRG1 NDUFC2 NECAP1 NECAP2 NEU3 NFAM1 NFASC NMNAT2 NOS3 NOSTRIN NPC1 NPC1L1 NRAS NSG1 NSG2 NTRK1 NTRK2 NUMB OCA2 OCRL OLR1 OPRD1 OPRK1 OPTN OR51E2 ORMDL3 OSBPL11 OSBPL6 OSBPL9 OTOF P2RX1 PACSIN1 PACSIN2 PAM PARM1 PCDH7 PCSK4 PCSK9 PDCD6 PDE6D PDIA3 PDLIM4 PECAM1 PEF1 PGRMC1 PHACTR2 PHAF1 PI4K2A PI4K2B PI4KA PICK1 PIGR PIK3C3 PIK3R4 PIKFYVE PIP4P1 PIP4P2 PIP5K1C PKD1 PKD2 PKP1 PLA1A PLA2G4B PLA2G4E PLAU PLAUR PLD1 PLD3 PLEKHB2 PLEKHF1 PLEKHF2 PLEKHM1 PLEKHM2 PLIN3 PLPP2 PMEL PMEPA1 PML PRAF2 PRCP PRRT1 PRRT2 PSAP PSEN1 PSENEN PTAFR PTCH1 PTPRB PTPRC PTPRJ PTPRN PTPRN2 PTPRS PXK RAB10 RAB11A RAB11B RAB11FIP1 RAB11FIP2 RAB11FIP3 RAB11FIP4 RAB11FIP5 RAB12 RAB13 RAB14 RAB15 RAB17 RAB18 RAB1A RAB20 RAB21 RAB22A RAB23 RAB24 RAB26 RAB27A RAB27B RAB31 RAB32 RAB34 RAB35 RAB37 RAB38 RAB39A RAB39B RAB3A RAB3B RAB3C RAB3D RAB43 RAB44 RAB4A RAB4B RAB5A RAB5B RAB5C RAB6A RAB7A RAB7B RAB8A RAB8B RAB9A RAB9B RABEP1 RABEPK RABGEF1 RAC1 RAC2 RALA RAP1A RAP1B RAP2A RAP2B RAP2C RASSF9 RBSN RCC2 REEP6 REP15 RET RFFL RHO RHOA RHOB RHOBTB1 RHOBTB2 RHOD RHOF RHOG RHOQ RHOU RHOV RILP RIPK1 RIPOR1 RMC1 RNASEK RND2 RNF13 RNF144A RNF167 ROR2 RPH3A RPH3AL RPS27A RUFY1 SAR1A SAR1B SAYSD1 SBF2 SCAMP1 SCAMP2 SCAMP3 SCAMP4 SCAMP5 SCAP SCARB1 SCARB2 SCARF1 SCG3 SCGN SCNN1B SCYL1 SCYL2 SEC13 SEC16A SEC16B SEC22B SEC23A SEC23B SEC23IP SEC24A SEC24B SEC24C SEC24D SEC31A SEC31B SELL SELP SEMA4C SEPTIN8 SERPINA5 SERPINB10 SERPINB12 SERPINB6 SGIP1 SGSM1 SH3BP5 SH3GL1 SH3GL2 SH3GL3 SH3KBP1 SIGLEC14 SIGLEC5 SIGLEC9 SIRPA SIRPB1 SLA2 SLC11A1 SLC11A2 SLC12A2 SLC15A2 SLC15A3 SLC15A4 SLC17A5 SLC17A6 SLC17A7 SLC17A8 SLC17A9 SLC18A1 SLC18A2 SLC18A3 SLC18B1 SLC1A1 SLC26A6 SLC26A7 SLC26A9 SLC27A2 SLC28A2 SLC29A3 SLC2A3 SLC2A4 SLC2A5 SLC2A8 SLC30A1 SLC30A10 SLC30A2 SLC30A3 SLC30A4 SLC30A5 SLC30A8 SLC31A1 SLC31A2 SLC32A1 SLC35D3 SLC35F1 SLC35G2 SLC36A2 SLC38A9 SLC39A13 SLC39A14 SLC39A4 SLC44A2 SLC45A2 SLC46A1 SLC46A2 SLC48A1 SLC4A11 SLC4A8 SLC5A7 SLC6A17 SLC6A4 SLC6A9 SLC9A3 SLC9A5 SLC9A6 SLC9A7 SLC9A8 SLC9A9 SLC9B2 SLCO4C1 SMAGP SMO SNAP23 SNAP25 SNAP29 SNAPIN SNCA SNF8 SNTB2 SNX1 SNX10 SNX12 SNX13 SNX14 SNX15 SNX16 SNX17 SNX18 SNX19 SNX2 SNX20 SNX21 SNX22 SNX24 SNX25 SNX27 SNX3 SNX30 SNX33 SNX4 SNX5 SNX6 SNX7 SNX8 SNX9 SORCS2 SORL1 SORT1 SPAAR SPACA1 SPACA3 SPACA6 SPARC SPG21 SPHK1 SPIRE1 SPIRE2 SPNS2 SPPL2A SPPL2B SPPL2C SPPL3 SPRED2 SREBF1 SREBF2 SRI STAB1 STAB2 STAM STAM2 STARD3 STARD3NL STBD1 STEAP1 STEAP2 STEAP3 STEAP4 STING1 STK10 STK26 STOM STOML1 STON1 STON2 STX12 STX16 STX17 STX1A STX3 STX4 STX5 STX6 STX7 STXBP5 SUN2 SURF4 SV2A SV2B SV2C SVIP SVOP SYCN SYN1 SYN2 SYN3 SYNDIG1 SYNGR1 SYNGR2 SYNGR3 SYNGR4 SYNJ1 SYNPR SYNRG SYP SYPL1 SYPL2 SYT1 SYT10 SYT11 SYT12 SYT2 SYT3 SYT4 SYT5 SYT6 SYT7 SYT8 SYT9 SYTL4 TAB1 TAB2 TAB3 TAOK2 TAP1 TAP2 TAPBP TARM1 TASL TBC1D10C TBC1D24 TBC1D3 TBC1D5 TCIRG1 TEKT3 TEPSIN TEX101 TF TFRC TGFA TGOLN2 TH THSD1 TICAM1 TICAM2 TLR1 TLR2 TLR3 TLR4 TLR6 TLR7 TLR8 TLR9 TM9SF2 TMBIM1 TMC6 TMED10 TMED2 TMED3 TMED7 TMEM106B TMEM108 TMEM150B TMEM163 TMEM165 TMEM175 TMEM179B TMEM184A TMEM190 TMEM199 TMEM225 TMEM30A TMEM45B TMEM59 TMEM63A TMEM67 TMEM9 TMEM95 TMEM9B TMX3 TNFRSF1B TNK2 TOM1 TOM1L1 TOR1A TPCN1 TPCN2 TPRG1L TRAF2 TRAF6 TRARG1 TRIM72 TRIP11 TRPM2 TSG101 TSPAN14 TSPAN15 TYR TYROBP TYRP1 UBA1 UBA52 UBAP1 UBAP1L UBB UBC UBE2D3 UBR4 UBXN6 UEVLD ULK2 UNC13A UNC13B UNC13C USO1 USP8 VAC14 VAMP1 VAMP2 VAMP3 VAMP4 VAMP5 VAMP7 VAMP8 VAPA VMA21 VNN1 VOPP1 VPS11 VPS13A VPS13B VPS13C VPS16 VPS18 VPS25 VPS26A VPS28 VPS29 VPS33A VPS33B VPS35 VPS35L VPS36 VPS37A VPS37B VPS37C VPS37D VPS39 VPS41 VPS45 VPS4A VPS4B VPS52 VPS53 VTA1 VTI1A VTI1B WAS WASH3P WASH6P WASHC1 WASHC2A WASHC2C WASHC3 WASHC4 WASHC5 WASL WDR44 WDR81 WDR83 WDR91 WFS1 WHAMM WIPI1 WLS WNT1 WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B YIPF1 YIPF2 YKT6 ZDHHC1 ZDHHC11 ZDHHC13 ZDHHC17 ZDHHC2 ZFYVE16 ZFYVE27 ZFYVE28 ZFYVE9 ZG16 ZMPSTE24 ZNRF1 ZNRF2 ZPBP ZPLD1 GOCC_VESICLE_TETHERING_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_VESICLE_TETHERING_COMPLEX CDC42 COG1 COG2 COG3 COG4 COG5 COG6 COG7 COG8 EXOC1 EXOC2 EXOC3 EXOC3L1 EXOC3L2 EXOC3L4 EXOC4 EXOC5 EXOC6 EXOC6B EXOC7 EXOC8 MYRIP NBAS RINT1 TGFBRAP1 TNFAIP2 TRAPPC1 TRAPPC10 TRAPPC11 TRAPPC12 TRAPPC13 TRAPPC14 TRAPPC2 TRAPPC2B TRAPPC2L TRAPPC3 TRAPPC3L TRAPPC4 TRAPPC5 TRAPPC6A TRAPPC6B TRAPPC8 TRAPPC9 VIPAS39 VPS11 VPS16 VPS18 VPS33A VPS33B VPS39 VPS41 VPS51 VPS52 VPS53 VPS54 VPS8 ZW10 GOCC_VOLTAGE_GATED_CALCIUM_CHANNEL_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_VOLTAGE_GATED_CALCIUM_CHANNEL_COMPLEX C2CD6 CACHD1 CACNA1A CACNA1B CACNA1C CACNA1D CACNA1E CACNA1F CACNA1G CACNA1H CACNA1I CACNA1S CACNA2D1 CACNA2D2 CACNA2D3 CACNA2D4 CACNB1 CACNB2 CACNB3 CACNB4 CACNG1 CACNG2 CACNG3 CACNG4 CACNG6 CACNG7 CACNG8 CATSPER1 CATSPER2 CATSPER3 CATSPER4 CATSPERB CATSPERD CATSPERE CATSPERG CATSPERZ EFCAB9 FKBP1A HSPA2 PDE4B PDE4D RYR1 SCN10A SCN11A SCN1A SCN2A SCN3A SCN4A SCN5A SCN7A SCN8A SCN9A STAC3 TMEM249 TMEM262 GOCC_VOLTAGE_GATED_SODIUM_CHANNEL_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_VOLTAGE_GATED_SODIUM_CHANNEL_COMPLEX SCN10A SCN11A SCN1A SCN1B SCN2A SCN2B SCN3A SCN3B SCN4A SCN4B SCN5A SCN7A SCN8A SCN9A GOCC_WASH_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_WASH_COMPLEX CAPZA1 CAPZB RCSD1 WASH3P WASH6P WASHC1 WASHC2A WASHC2C WASHC3 WASHC4 WASHC5 WIPF3 GOCC_WEIBEL_PALADE_BODY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_WEIBEL_PALADE_BODY ECE1 EDN1 RAB27A UNC13D VWF GOCC_WNT_SIGNALOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_WNT_SIGNALOSOME ADGRA2 APC AXIN1 CTNNB1 DVL1 FZD1 GSK3B LRP5 LRP6 LRRK2 RECK WNT2 WNT3 GOCC_XY_BODY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_XY_BODY BIRC2 BRCA1 DMRTC2 DNMT3A ESCO2 H2AX MAEL PBX4 PLK4 SIN3B SMARCB1 SMARCC1 SPDYA SUMO1 UBE2B GOCC_X_CHROMOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_X_CHROMOSOME CDK2 FIRRE H2AZ1 H3-3A H3-3B LRIF1 MACROH2A1 MACROH2A2 PCGF3 PCGF5 SIN3B SMCHD1 XIST GOCC_ZONA_PELLUCIDA_RECEPTOR_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ZONA_PELLUCIDA_RECEPTOR_COMPLEX CCT2 CCT3 CCT4 CCT8 HSPA1L TCP1 ZPBP ZPBP2 GOCC_ZONULA_ADHERENS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ZONULA_ADHERENS CAMSAP3 CTNNA1 CTNND1 JUP KIFC3 NECTIN2 PLEKHA7 SORBS1 GOCC_ZYMOGEN_GRANULE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOCC_ZYMOGEN_GRANULE CLCA1 CUZD1 DMBT1 DNASE1 GP2 RAB27B RAB3D SCAMP1 SLC30A2 STX3 TMED10 TMED2 VAMP2 ZG16 GOMF_11_CIS_RETINAL_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_11_CIS_RETINAL_BINDING ABCA4 CYP27C1 OPN3 OPN4 OPN5 RHO RLBP1 GOMF_14_3_3_PROTEIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_14_3_3_PROTEIN_BINDING AANAT AKT1 DAB2IP DDIT4 ESR1 FOXK1 HDAC7 HLA-F IRS2 KIF13B KLHL22 KSR1 NEK1 NFATC2 PI4KB PPP1R12A PRKCE PRKCZ RBM7 RIPOR1 RIPOR2 RPTOR SIK1 SRPK2 SYNPO2 TBC1D22A TBC1D22B TMCC3 TP53 YWHAQ ZFP36 ZFP36L1 GOMF_1_4_ALPHA_OLIGOGLUCAN_PHOSPHORYLASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_1_4_ALPHA_OLIGOGLUCAN_PHOSPHORYLASE_ACTIVITY MTAP PYGB PYGL PYGM TYMP GOMF_1_ACYLGLYCEROPHOSPHOCHOLINE_O_ACYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_1_ACYLGLYCEROPHOSPHOCHOLINE_O_ACYLTRANSFERASE_ACTIVITY LPCAT1 LPCAT2 LPCAT3 LPCAT4 MBOAT1 MBOAT2 PRDX6 TAFAZZIN GOMF_1_ALKYL_2_ACETYLGLYCEROPHOSPHOCHOLINE_ESTERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_1_ALKYL_2_ACETYLGLYCEROPHOSPHOCHOLINE_ESTERASE_ACTIVITY ASPG LCAT PAFAH1B2 PAFAH1B3 PAFAH2 PLA2G10 PLA2G6 PLA2G7 GOMF_1_PHOSPHATIDYLINOSITOL_3_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_1_PHOSPHATIDYLINOSITOL_3_KINASE_ACTIVITY ATM PIK3C2A PIK3C2B PIK3C2G PIK3C3 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R3 GOMF_1_PHOSPHATIDYLINOSITOL_3_KINASE_REGULATOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_1_PHOSPHATIDYLINOSITOL_3_KINASE_REGULATOR_ACTIVITY CCKBR CISH P3R3URF PIK3R1 PIK3R2 PIK3R3 PIK3R5 PIK3R6 SLA2 SOCS1 SOCS2 SOCS3 SOCS4 SOCS5 SOCS6 SOCS7 GOMF_1_PHOSPHATIDYLINOSITOL_4_5_BISPHOSPHATE_3_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_1_PHOSPHATIDYLINOSITOL_4_5_BISPHOSPHATE_3_KINASE_ACTIVITY IPMK PIK3C2A PIK3CA PIK3CB PIK3CD PIK3CG PIK3R6 GOMF_1_PHOSPHATIDYLINOSITOL_4_PHOSPHATE_3_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_1_PHOSPHATIDYLINOSITOL_4_PHOSPHATE_3_KINASE_ACTIVITY PIK3C2A PIK3C2B PIK3C2G PIK3CA PIK3CB PIK3CD PIK3CG GOMF_1_PHOSPHATIDYLINOSITOL_4_PHOSPHATE_5_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_1_PHOSPHATIDYLINOSITOL_4_PHOSPHATE_5_KINASE_ACTIVITY PIKFYVE PIP4K2A PIP4K2B PIP4K2C PIP5K1A PIP5K1B PIP5K1C PIP5KL1 PIPSL GOMF_1_PHOSPHATIDYLINOSITOL_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_1_PHOSPHATIDYLINOSITOL_BINDING EEA1 EPB41 FRMPD2 PICALM SCARB1 SCIN SESTD1 SNAP91 SNX10 SNX9 WDFY1 WDFY3 ZFYVE1 ZFYVE16 ZFYVE9 GOMF_2_ACYLGLYCEROL_3_PHOSPHATE_O_ACYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_2_ACYLGLYCEROL_3_PHOSPHATE_O_ACYLTRANSFERASE_ACTIVITY CRLS1 LPCAT1 LPCAT2 LPCAT3 LPCAT4 LPGAT1 MBOAT1 MBOAT2 MBOAT7 GOMF_2_ACYLGLYCEROL_O_ACYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_2_ACYLGLYCEROL_O_ACYLTRANSFERASE_ACTIVITY AWAT2 DGAT1 DGAT2 LPGAT1 MOGAT1 MOGAT2 MOGAT3 GOMF_2_IRON_2_SULFUR_CLUSTER_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_2_IRON_2_SULFUR_CLUSTER_BINDING AIFM3 AOX1 BOLA2 BOLA2B CIAPIN1 CISD1 CISD2 CISD3 FDX1 FDX2 FECH FXN GLRX2 GLRX5 ISCA1 ISCA2 ISCU KIAA0753 NDUFS1 NDUFV2 RFESD SDHB UQCRFS1 UQCRFS1P1 XDH GOMF_2_OXOGLUTARATE_DEPENDENT_DIOXYGENASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_2_OXOGLUTARATE_DEPENDENT_DIOXYGENASE_ACTIVITY ALKBH1 ALKBH2 ALKBH3 ALKBH4 ALKBH5 ALKBH8 ASPH BBOX1 EGLN1 EGLN2 EGLN3 FTO HIF1AN HR HSPBAP1 JMJD4 JMJD6 JMJD7 KDM2A KDM2B KDM3A KDM3B KDM4A KDM4B KDM4C KDM4D KDM4E KDM5A KDM5B KDM5C KDM5D KDM6A KDM6B KDM7A KDM8 OGFOD1 P3H1 P3H2 P3H3 P4HA1 P4HA2 P4HA3 P4HB P4HTM PHF2 PHF8 PHYH PHYHD1 PLOD1 PLOD2 PLOD3 RIOX1 RIOX2 RSBN1 TET1 TET2 TET3 TMLHE TYW5 UTY GOMF_3_5_CYCLIC_AMP_PHOSPHODIESTERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_3_5_CYCLIC_AMP_PHOSPHODIESTERASE_ACTIVITY ENPP1 PDE10A PDE11A PDE1A PDE1B PDE1C PDE2A PDE3A PDE3B PDE4A PDE4B PDE4C PDE4D PDE7A PDE7B PDE8A PDE8B GOMF_3_5_CYCLIC_GMP_PHOSPHODIESTERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_3_5_CYCLIC_GMP_PHOSPHODIESTERASE_ACTIVITY PDE10A PDE11A PDE1A PDE1B PDE1C PDE2A PDE3A PDE3B PDE5A PDE6A PDE6B PDE6C PDE6G PDE6H PDE8A PDE9A GOMF_3_5_DNA_EXONUCLEASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_3_5_DNA_EXONUCLEASE_ACTIVITY APEX1 APEX2 EXD2 EXO5 ISG20 MEIOB MRE11 POLD1 POLE RAD1 RAD9A REXO2 TATDN1 TREX1 TREX2 GOMF_3_5_DNA_HELICASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_3_5_DNA_HELICASE_ACTIVITY ASCC3 BLM DHX9 ERCC3 FANCM FBH1 HELQ MCM2 MCM5 MCM6 NAV2 RECQL RECQL4 RECQL5 WRN GOMF_3_5_EXONUCLEASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_3_5_EXONUCLEASE_ACTIVITY ANGEL1 ANGEL2 APEX1 APEX2 APLF CNOT1 CNOT2 CNOT6 CNOT6L CNOT7 CNOT8 DIS3 DIS3L DIS3L2 ERI1 ERI2 ERI3 EXD1 EXD2 EXD3 EXO5 EXOSC10 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC7 EXOSC9 ISG20 ISG20L2 MEIOB MRE11 NOCT PAN2 PAN3 PARN PDE12 PNLDC1 PNPT1 POLD1 POLE POLG POLRMT RAD1 RAD50 RAD9A REXO2 REXO4 TATDN1 TOE1 TREX1 TREX2 TRIR USB1 WRN XRN2 GOMF_3_5_RNA_HELICASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_3_5_RNA_HELICASE_ACTIVITY AQR DHX38 DHX9 SKIC2 SUPV3L1 YTHDC2 GOMF_3_BETA_HYDROXY_DELTA5_STEROID_DEHYDROGENASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_3_BETA_HYDROXY_DELTA5_STEROID_DEHYDROGENASE_ACTIVITY HSD3B1 HSD3B2 HSD3B7 NSDHL SDR42E1 SDR42E2 GOMF_3_CHLOROALLYL_ALDEHYDE_DEHYDROGENASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_3_CHLOROALLYL_ALDEHYDE_DEHYDROGENASE_ACTIVITY ALDH1A2 ALDH3A1 ALDH3A2 ALDH3B1 ALDH3B2 GOMF_3_HYDROXYACYL_COA_DEHYDRATASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_3_HYDROXYACYL_COA_DEHYDRATASE_ACTIVITY EHHADH HACD1 HACD2 HACD3 HACD4 HADHA HSD17B4 HTD2 GOMF_3_HYDROXYACYL_COA_DEHYDROGENASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_3_HYDROXYACYL_COA_DEHYDROGENASE_ACTIVITY EHHADH HADH HADHA HADHB HSD17B10 HSD17B12 HSD17B4 GOMF_3_PHOSPHOADENOSINE_5_PHOSPHOSULFATE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_3_PHOSPHOADENOSINE_5_PHOSPHOSULFATE_BINDING CHST12 CHST15 ENPP1 GAL3ST3 GAL3ST4 HS3ST5 SULT1A1 SULT1C3 SULT2A1 GOMF_4_GALACTOSYL_N_ACETYLGLUCOSAMINIDE_3_ALPHA_L_FUCOSYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_4_GALACTOSYL_N_ACETYLGLUCOSAMINIDE_3_ALPHA_L_FUCOSYLTRANSFERASE_ACTIVITY FUT3 FUT4 FUT5 FUT6 FUT7 FUT9 GOMF_4_IRON_4_SULFUR_CLUSTER_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_4_IRON_4_SULFUR_CLUSTER_BINDING ABCE1 ACO1 ACO2 BRIP1 CDK5RAP1 CDKAL1 CIAO3 CIAPIN1 DDX11 DNA2 DPH1 DPH2 DPYD ELP3 ERCC2 ETFDH EXO5 IREB2 ISCA2 LIAS MOCS1 MUTYH NDUFS1 NDUFS2 NDUFS7 NDUFS8 NDUFV1 NFU1 NTHL1 NUBP1 NUBP2 NUBPL POLD1 POLE PPAT PRIM2 REV3L RSAD1 RSAD2 RTEL1 SDHB TYW1 TYW1B GOMF_5ALPHA_ANDROSTANE_3BETA_17BETA_DIOL_DEHYDROGENASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_5ALPHA_ANDROSTANE_3BETA_17BETA_DIOL_DEHYDROGENASE_ACTIVITY AKR1C1 AKR1C3 AKR1C4 HSD17B6 HSD17B7 HSD3B1 GOMF_5S_RRNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_5S_RRNA_BINDING GTF3A MDM2 MRPL18 NOP53 RPF2 RPL11 RPL5 RRS1 TST GOMF_5_3_DNA_EXONUCLEASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_5_3_DNA_EXONUCLEASE_ACTIVITY APTX DCLRE1A DCLRE1B DCLRE1C EXO1 EXO5 MGME1 PLD3 PLD4 GOMF_5_3_DNA_HELICASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_5_3_DNA_HELICASE_ACTIVITY BRIP1 DDX11 DNA2 ERCC2 HELB IGHMBP2 PIF1 TWNK GOMF_5_3_EXONUCLEASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_5_3_EXONUCLEASE_ACTIVITY APTX CPSF3 DCLRE1A DCLRE1B DCLRE1C DCP2 DXO EXO1 EXO5 EXOG FAN1 FEN1 MGME1 MRE11 PLD3 PLD4 TRIR XRN1 XRN2 GOMF_5_DEOXYRIBOSE_5_PHOSPHATE_LYASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_5_DEOXYRIBOSE_5_PHOSPHATE_LYASE_ACTIVITY HMGA2 POLB POLL POLQ XRCC5 XRCC6 GOMF_7SK_SNRNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_7SK_SNRNA_BINDING CCNT1 CCNT2 CDK9 CELF3 DDX21 HEXIM1 HEXIM2 LARP7 MEPCE GOMF_7S_RNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_7S_RNA_BINDING EXOSC2 SRP14 SRP19 SRP54 SRP68 SRP72 SRP9 GOMF_ABC_TYPE_GLUTATHIONE_S_CONJUGATE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ABC_TYPE_GLUTATHIONE_S_CONJUGATE_TRANSPORTER_ACTIVITY ABCC1 ABCC10 ABCC11 ABCC2 ABCC3 ABCC4 ABCC6 RALBP1 GOMF_ABC_TYPE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ABC_TYPE_TRANSPORTER_ACTIVITY ABCA1 ABCA10 ABCA12 ABCA13 ABCA2 ABCA3 ABCA4 ABCA5 ABCA6 ABCA7 ABCA8 ABCA9 ABCB1 ABCB10 ABCB11 ABCB4 ABCB5 ABCB6 ABCB7 ABCB8 ABCB9 ABCC1 ABCC10 ABCC11 ABCC12 ABCC2 ABCC3 ABCC4 ABCC5 ABCC6 ABCC8 ABCC9 ABCD1 ABCD2 ABCD3 ABCD4 ABCG1 ABCG2 ABCG4 ABCG5 ABCG8 ATP13A1 ATP13A2 ATP13A3 CFTR RALBP1 TAP1 TAP2 GOMF_ABC_TYPE_XENOBIOTIC_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ABC_TYPE_XENOBIOTIC_TRANSPORTER_ACTIVITY ABCA3 ABCA8 ABCB1 ABCB11 ABCB5 ABCC1 ABCC10 ABCC11 ABCC2 ABCC3 ABCC4 ABCC5 ABCG2 RALBP1 GOMF_ACETYLCHOLINE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ACETYLCHOLINE_BINDING ACHE CHRFAM7A CHRM3 CHRNA1 CHRNA3 CHRNA4 CHRNA7 CHRNB1 CHRNB2 CHRNB3 CHRND GOMF_ACETYLCHOLINE_GATED_MONOATOMIC_CATION_SELECTIVE_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ACETYLCHOLINE_GATED_MONOATOMIC_CATION_SELECTIVE_CHANNEL_ACTIVITY CHRFAM7A CHRNA1 CHRNA10 CHRNA2 CHRNA3 CHRNA4 CHRNA5 CHRNA6 CHRNA7 CHRNA9 CHRNB1 CHRNB2 CHRNB3 CHRNB4 CHRND CHRNE CHRNG HTR3A HTR3B HTR3C HTR3D HTR3E ZACN GOMF_ACETYLCHOLINE_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ACETYLCHOLINE_RECEPTOR_ACTIVITY ANXA9 CHRFAM7A CHRM1 CHRM2 CHRM3 CHRM4 CHRM5 CHRNA1 CHRNA2 CHRNA3 CHRNA4 CHRNA5 CHRNA6 CHRNA7 CHRNB1 CHRNB2 CHRNB3 CHRNB4 CHRNE CHRNG HRH3 HRH4 GOMF_ACETYLCHOLINE_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ACETYLCHOLINE_RECEPTOR_BINDING DLG4 JAK2 LY6H LYNX1 LYPD1 NRXN1 PSCA RAPSN RER1 RIC3 SLURP2 UBXN2A GOMF_ACETYLCHOLINE_RECEPTOR_INHIBITOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ACETYLCHOLINE_RECEPTOR_INHIBITOR_ACTIVITY GPIHBP1 LY6E LY6G6D LY6H LYPD1 LYPD6 GOMF_ACETYLESTERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ACETYLESTERASE_ACTIVITY ABHD1 ABHD2 ABHD3 CEL SIAE GOMF_ACETYLGALACTOSAMINYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ACETYLGALACTOSAMINYLTRANSFERASE_ACTIVITY ABO B3GALNT1 B3GALNT2 B4GALNT1 B4GALNT2 B4GALNT3 B4GALNT4 CHPF CHPF2 CHSY1 CHSY3 CSGALNACT1 CSGALNACT2 EXTL2 GALNT1 GALNT10 GALNT11 GALNT12 GALNT13 GALNT14 GALNT15 GALNT16 GALNT17 GALNT18 GALNT2 GALNT3 GALNT4 GALNT5 GALNT6 GALNT7 GALNT8 GALNT9 GALNTL6 GBGT1 GOMF_ACETYLGLUCOSAMINYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ACETYLGLUCOSAMINYLTRANSFERASE_ACTIVITY A4GALT A4GNT ALG13 ALG14 B3GLCT B3GNT2 B3GNT3 B3GNT4 B3GNT5 B3GNT6 B3GNT7 B3GNT8 B4GAT1 EOGT EXT1 EXT2 EXTL1 EXTL2 EXTL3 GCNT1 GCNT2 GCNT3 GCNT4 GCNT7 HEXA HEXB LARGE1 LFNG MFNG MGAT1 MGAT2 MGAT3 MGAT4A MGAT4B MGAT4C MGAT4D MGAT5 MGAT5B OGT PIGA PIGP PIGY POMGNT1 POMGNT2 RFNG GOMF_ACETYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ACETYLTRANSFERASE_ACTIVITY AANAT ABHD14B ACAA1 ACAA2 ACAT1 ACAT2 ARRB1 ATAT1 ATF2 BAZ1A BRCA2 BRD1 BRPF1 BRPF3 CASD1 CDY1 CDY1B CDY2A CDY2B CHAT CLOCK CRAT CREBBP DBT DLAT ELP3 EP300 ESCO1 ESCO2 FASN GCAT GNPAT GNPNAT1 GTF2B GTF3C4 HADHA HADHB HAT1 HGSNAT IFNB1 ING3 ING4 JADE1 JADE2 KAT14 KAT2A KAT2B KAT5 KAT6A KAT6B KAT7 KAT8 LCAT LPCAT1 LPCAT2 LPCAT4 MCM3AP MEAF6 MOGAT2 MSL3 NAA10 NAA11 NAA15 NAA16 NAA20 NAA30 NAA40 NAA50 NAA60 NAA80 NAGS NAT1 NAT10 NAT14 NAT2 NAT8 NAT8B NAT8L NAT9 NCOA1 NCOA3 PAFAH1B2 PAFAH1B3 PAFAH2 PHF10 SAT1 SAT2 SATL1 SMARCE1 SPHK1 SRCAP TADA2A TAF1 TAF10 TAF1L TAF9 USP22 GOMF_ACETYL_COA_C_ACYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ACETYL_COA_C_ACYLTRANSFERASE_ACTIVITY ACAA1 ACAA2 ACAT1 ACAT2 HADHA HADHB SCP2 GOMF_ACIDIC_AMINO_ACID_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ACIDIC_AMINO_ACID_TRANSMEMBRANE_TRANSPORTER_ACTIVITY SLC17A6 SLC17A7 SLC17A8 SLC1A1 SLC1A2 SLC1A3 SLC1A4 SLC1A5 SLC1A6 SLC1A7 SLC25A12 SLC25A13 SLC25A18 SLC25A22 SLC38A2 SLC38A6 SLC7A11 UCP2 GOMF_ACID_AMINO_ACID_LIGASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ACID_AMINO_ACID_LIGASE_ACTIVITY CARNS1 FPGS GCLC GCLM GHDC GSS PAICS PPCS TPGS1 TTL TTLL1 TTLL10 TTLL11 TTLL12 TTLL13 TTLL2 TTLL3 TTLL4 TTLL5 TTLL6 TTLL7 TTLL8 TTLL9 GOMF_ACID_PHOSPHATASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ACID_PHOSPHATASE_ACTIVITY ACP1 ACP2 ACP3 ACP4 ACP5 ACP6 ACP7 MDP1 MINPP1 GOMF_ACID_THIOL_LIGASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ACID_THIOL_LIGASE_ACTIVITY AACS AASDH ACSBG1 ACSBG2 ACSF2 ACSF3 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 ACSM1 ACSM2A ACSM2B ACSM3 ACSM4 ACSM5 ACSM6 ACSS1 ACSS2 ACSS3 DIP2A SLC27A1 SLC27A2 SLC27A3 SLC27A4 SLC27A5 SLC27A6 SUCLA2 SUCLG1 SUCLG2 GOMF_ACROSIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ACROSIN_BINDING SERPINA5 ZP1 ZP2 ZP3 ZP4 GOMF_ACTININ_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ACTININ_BINDING ADORA2A CACNA1C CACNA1D CSRP1 CSRP2 CSRP3 DAG1 KCNA5 KCNN2 LDB3 LRRC10 MAGI1 MICALL2 MYOT MYPN NFKB1 NRAP PALLD PDLIM1 PDLIM2 PDLIM3 PDLIM4 PDLIM5 PDLIM7 PKD2 PKD2L1 PPARG PRICKLE4 PROM1 PTPRT RARA RELA SYNPO2 TRPC5 TTN XIRP2 GOMF_ACTIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ACTIN_BINDING ABI3 ABITRAM ABL1 ABL2 ABLIM1 ABLIM2 ABLIM3 ABRA ACTN1 ACTN2 ACTN3 ACTN4 ACTR2 ACTR3 ACTR3B ACTR3C ADCY8 ADD1 ADD2 ADD3 ADSS1 AFAP1 AFDN AIF1 AIF1L AJUBA ALDOA ALKBH4 ANG ANKRD24 ANKRD35 ANLN ANTXR1 ANXA6 ANXA8 ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 ARPC5L AVIL BAIAP2L1 BCL7B BIN1 BLOC1S6 CACNB2 CALD1 CAMK2B CAMSAP3 CAP1 CAP2 CAPG CAPZA1 CAPZA2 CAPZA3 CAPZB CCDC88A CCR5 CDK5R1 CDK5R2 CEACAM1 CFL1 CFL2 CGN CLMN CNN1 CNN2 CNN3 COBL COBLL1 CORO1A CORO1B CORO1C CORO2A CORO2B CORO6 CORO7 COTL1 CROCC CSRP3 CTNNA1 CTNNA2 CTNNA3 CTNNAL1 CXCR4 CYFIP1 DAAM1 DAAM2 DAG1 DBN1 DBNL DIAPH1 DIAPH2 DIAPH3 DIXDC1 DMD DMTN DNASE1 DST DSTN EGFR EMD ENAH ENC1 EPB41 EPB41L1 EPB41L2 EPB41L3 EPS8 EPS8L1 EPS8L2 EPS8L3 ERMN ESPN ESPNL EVL EZR FAM107A FBXO25 FERMT1 FERMT2 FGD4 FHDC1 FHL3 FHOD1 FHOD3 FKBP15 FLII FLNA FLNB FLNC FMN1 FMN2 FMNL1 FMNL2 FMNL3 FRG1 FSCN1 FSCN2 FSCN3 FXYD5 GAS2 GAS2L1 GAS2L2 GAS2L3 GAS7 GBP1 GC GCSAM GIPC1 GJB6 GMFB GMFG GSN HCLS1 HDAC6 HIP1 HIP1R HNRNPU HOMER2 HOOK1 HPCA IMPACT INF2 INO80 INPPL1 IPP IQGAP1 IQGAP2 IQGAP3 ITGB1 ITPRID2 JMY KBTBD13 KCNMA1 KIF18A KLHL1 KLHL17 KLHL2 KLHL20 KLHL3 KLHL4 KLHL5 KPTN LASP1 LCP1 LDB3 LIMA1 LIMCH1 LIMD2 LMOD1 LMOD2 LMOD3 LRPPRC LRRC10 LRRC27 LRRK2 LSP1 MACF1 MAEA MAP1A MAP1B MAP1S MAPT MARCKS MARCKSL1 MED28 MEFV MIB2 MICAL1 MICAL2 MICAL3 MICALL2 MISP MLPH MPRIP MRTFA MSN MSRB1 MSRB2 MTSS1 MTSS2 MYBPC1 MYBPC2 MYBPC3 MYH1 MYH10 MYH11 MYH13 MYH14 MYH15 MYH2 MYH3 MYH4 MYH6 MYH7 MYH7B MYH8 MYH9 MYL2 MYL3 MYL4 MYLK MYO10 MYO15A MYO16 MYO18A MYO18B MYO19 MYO1A MYO1B MYO1C MYO1D MYO1E MYO1F MYO1G MYO1H MYO3A MYO3B MYO5A MYO5B MYO5C MYO6 MYO7A MYO7B MYO9A MYO9B MYOT MYOZ1 MYOZ2 MYOZ3 MYPN MYRIP NCALD NEB NEBL NEXN NF2 NOD2 NOS3 NRAP OPHN1 P4HB PACRG PALLD PANX1 PARVA PARVB PARVG PAWR PDLIM1 PDLIM2 PDLIM3 PDLIM4 PDLIM5 PDLIM7 PFN1 PFN2 PFN3 PFN4 PHACTR1 PHACTR2 PHACTR3 PHACTR4 PHPT1 PICK1 PIP PKNOX2 PLEC PLEKHG3 PLEKHH2 PLS1 PLS3 POF1B PPP1R18 PPP1R42 PPP1R9A PPP1R9B PRICKLE4 PRKCE PRKN PSTPIP1 PSTPIP2 PTK2 PXK RAI14 RCSD1 RDX RUSC1 S100A4 SAMD14 SCIN SETD3 SHANK3 SHROOM1 SHROOM2 SHROOM3 SHROOM4 SHTN1 SLC6A2 SLC6A4 SMTN SNCA SNTA1 SNTB1 SNTB2 SNTG1 SNTG2 SORBS1 SPATA32 SPEF1 SPIRE1 SPIRE2 SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 SSH1 SSH2 SSH3 STK38L SVIL SYN1 SYNE1 SYNE2 SYNE3 SYNPO SYNPO2 SYNPO2L TAGLN TAGLN2 TAGLN3 TBC1D21 TLN1 TLN2 TLNRD1 TMEM201 TMOD1 TMOD2 TMOD3 TMOD4 TMSB10 TMSB15A TMSB15B TMSB15C TMSB4X TMSB4Y TNNC1 TNNC2 TNNI1 TNNI2 TNNI3 TNNT2 TNNT3 TNS1 TNS4 TPM1 TPM2 TPM3 TPM4 TRIOBP TRPC5 TRPM7 TRPV4 TTN TULP1 TWF1 TWF2 UACA UTRN UXT VASH1 VASH2 VASP VCL VIL1 VILL VPS16 VPS18 WAS WASF1 WASF2 WASF3 WASH3P WASH6P WASHC1 WASL WDR1 WHAMM WIPF1 WIPF2 WIPF3 XIRP1 XIRP2 YWHAH GOMF_ACTIN_FILAMENT_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ACTIN_FILAMENT_BINDING ABI3 ABITRAM ABL1 ABL2 ABLIM1 ABLIM2 ABLIM3 ACTN1 ACTN2 ACTN3 ACTN4 ACTR2 ACTR3 ACTR3B ACTR3C ADD1 ADD2 ADD3 ADSS1 AFDN AIF1 AIF1L AJUBA ANTXR1 ANXA6 ANXA8 ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 ARPC5L AVIL BIN1 BLOC1S6 CACNB2 CAMSAP3 CAPG CAPZA1 CAPZA2 CAPZA3 CAPZB CDK5R1 CFL1 CFL2 CLMN CNN1 CNN2 CNN3 CORO1A CORO1B CORO1C CORO2A CORO2B CORO6 COTL1 CTNNA1 CTNNA2 CTNNA3 CTNNAL1 CYFIP1 DBNL DMTN DSTN EGFR EPS8L3 ERMN ESPN ESPNL EZR FERMT1 FERMT2 FHOD1 FHOD3 FLII FLNA FLNB FLNC FMNL1 FMNL2 FMNL3 FRG1 FSCN1 FSCN2 FSCN3 GAS2 GAS2L1 GAS2L2 GAS2L3 GAS7 GJB6 GSN HCLS1 HIP1 HIP1R IQGAP1 IQGAP2 IQGAP3 ITPRID2 KBTBD13 KLHL17 KPTN LASP1 LCP1 LIMA1 LIMD2 LRPPRC MACF1 MAP1S MARCKS MARCKSL1 MICAL1 MICALL2 MISP MPRIP MYH1 MYH10 MYH11 MYH13 MYH14 MYH15 MYH2 MYH3 MYH4 MYH6 MYH7 MYH7B MYH8 MYH9 MYL4 MYO10 MYO15A MYO16 MYO18A MYO18B MYO19 MYO1A MYO1B MYO1C MYO1D MYO1E MYO1F MYO1G MYO1H MYO5A MYO5B MYO5C MYO6 MYO7A MYO7B MYO9A MYO9B NEB NEBL NEXN NRAP PANX1 PHPT1 PICK1 PKNOX2 PLEC PLS1 PLS3 POF1B PPP1R9A PPP1R9B PSTPIP1 PSTPIP2 RCSD1 SAMD14 SCIN SHROOM1 SHROOM2 SHROOM3 SHROOM4 SHTN1 SLC6A4 SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 SVIL SYNE1 SYNE3 TAGLN2 TAGLN3 TLN1 TLN2 TMEM201 TNNC1 TNNI3 TPM1 TPM2 TPM3 TPM4 TRIOBP TRPV4 TTN TULP1 TWF1 TWF2 UXT VIL1 VILL WDR1 XIRP1 XIRP2 GOMF_ACTIN_MONOMER_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ACTIN_MONOMER_BINDING ABITRAM ABL1 ABL2 COBL COBLL1 CORO1A LIMA1 LMOD2 LMOD3 MRTFA MTSS1 MTSS2 MYL2 MYL3 MYL4 NOS3 PFN1 PFN2 PFN4 PKNOX2 PRKCE TMSB10 TMSB15A TMSB15B TMSB15C TMSB4X TMSB4Y TWF1 TWF2 GOMF_ACTIVE_MONOATOMIC_ION_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ACTIVE_MONOATOMIC_ION_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ABCC8 ABCC9 ATP12A ATP13A1 ATP13A2 ATP13A3 ATP13A4 ATP13A5 ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP2A1 ATP2A2 ATP2A3 ATP2B1 ATP2B2 ATP2B3 ATP2B4 ATP2C1 ATP2C2 ATP4A ATP4B ATP5F1B ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1C2 ATP6V1D ATP6V1E1 ATP6V1E2 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1G3 ATP6V1H ATP7A ATP7B ATP8A1 CHP1 COX15 COX4I1 COX4I2 COX5A COX5B COX6B1 COX7A1 COX7A2L COX7B COX8A CTNS CYB5A CYC1 GHITM KCNJ11 KCNJ8 LETM1 MFSD2A MT-CO1 MT-CO2 MT-CO3 MT-CYB MTCO2P12 SLC10A1 SLC10A2 SLC10A3 SLC10A4 SLC10A5 SLC10A6 SLC11A1 SLC11A2 SLC12A1 SLC12A2 SLC12A3 SLC12A4 SLC12A5 SLC12A6 SLC12A7 SLC12A8 SLC12A9 SLC13A1 SLC13A2 SLC13A3 SLC13A4 SLC13A5 SLC15A1 SLC15A2 SLC15A3 SLC15A4 SLC16A1 SLC16A3 SLC17A1 SLC17A2 SLC17A3 SLC17A4 SLC17A5 SLC17A6 SLC17A7 SLC17A8 SLC18A1 SLC18A2 SLC18A3 SLC18B1 SLC19A1 SLC1A1 SLC1A2 SLC1A3 SLC1A6 SLC1A7 SLC20A1 SLC20A2 SLC22A1 SLC23A1 SLC23A2 SLC24A1 SLC24A2 SLC24A3 SLC24A4 SLC24A5 SLC25A12 SLC25A13 SLC25A18 SLC25A22 SLC25A3 SLC26A11 SLC26A3 SLC26A4 SLC26A5 SLC26A6 SLC26A7 SLC26A8 SLC28A1 SLC28A2 SLC28A3 SLC29A1 SLC2A10 SLC2A13 SLC2A9 SLC30A1 SLC30A10 SLC30A2 SLC30A6 SLC30A8 SLC32A1 SLC34A1 SLC34A2 SLC34A3 SLC36A1 SLC36A2 SLC36A3 SLC38A1 SLC38A2 SLC38A3 SLC38A4 SLC38A5 SLC38A7 SLC39A10 SLC39A12 SLC39A14 SLC39A4 SLC39A5 SLC39A6 SLC39A8 SLC3A2 SLC41A1 SLC41A3 SLC45A1 SLC45A2 SLC45A3 SLC45A4 SLC46A1 SLC47A1 SLC47A2 SLC4A1 SLC4A10 SLC4A2 SLC4A3 SLC4A4 SLC4A5 SLC4A7 SLC4A8 SLC4A9 SLC5A1 SLC5A10 SLC5A11 SLC5A12 SLC5A2 SLC5A3 SLC5A4 SLC5A5 SLC5A6 SLC5A7 SLC5A8 SLC5A9 SLC6A1 SLC6A11 SLC6A12 SLC6A13 SLC6A14 SLC6A15 SLC6A18 SLC6A2 SLC6A20 SLC6A3 SLC6A4 SLC6A5 SLC6A6 SLC6A7 SLC6A8 SLC6A9 SLC8A1 SLC8A2 SLC8A3 SLC8B1 SLC9A1 SLC9A2 SLC9A3 SLC9A4 SLC9A5 SLC9A6 SLC9A7 SLC9A8 SLC9A9 SLC9B1 SLC9B2 SLC9C1 SLC9C2 SURF1 TCIRG1 TMCO3 UQCR10 UQCRC1 UQCRFS1 UQCRFS1P1 UQCRH GOMF_ACTIVE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ACTIVE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ABCA1 ABCA10 ABCA12 ABCA13 ABCA2 ABCA3 ABCA4 ABCA5 ABCA6 ABCA7 ABCA8 ABCA9 ABCB1 ABCB10 ABCB11 ABCB4 ABCB5 ABCB6 ABCB7 ABCB8 ABCB9 ABCC1 ABCC10 ABCC11 ABCC12 ABCC2 ABCC3 ABCC4 ABCC5 ABCC6 ABCC8 ABCC9 ABCD1 ABCD2 ABCD3 ABCD4 ABCG1 ABCG2 ABCG4 ABCG5 ABCG8 ANKH ATP12A ATP13A1 ATP13A2 ATP13A3 ATP13A4 ATP13A5 ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP2A1 ATP2A2 ATP2A3 ATP2B1 ATP2B2 ATP2B3 ATP2B4 ATP2C1 ATP2C2 ATP4A ATP4B ATP5F1B ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1C2 ATP6V1D ATP6V1E1 ATP6V1E2 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1G3 ATP6V1H ATP7A ATP7B ATP8A1 CDH17 CFTR CHP1 CLCN3 CLCN4 CLCN5 CLCN6 CLCN7 COX15 COX4I1 COX4I2 COX5A COX5B COX6B1 COX7A1 COX7A2L COX7B COX8A CTNS CYB561A3 CYB561D1 CYB561D2 CYB5A CYBRD1 CYC1 GHITM KCNJ11 KCNJ8 LETM1 MCU MFSD12 MFSD2A MFSD2B MFSD4B MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MTCO2P12 NDUFA1 NDUFA10 NDUFA12 NDUFA2 NDUFA3 NDUFA4 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFB1 NDUFB10 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 RALBP1 SLC10A1 SLC10A2 SLC10A3 SLC10A4 SLC10A5 SLC10A6 SLC10A7 SLC11A1 SLC11A2 SLC12A1 SLC12A2 SLC12A3 SLC12A4 SLC12A5 SLC12A6 SLC12A7 SLC12A8 SLC12A9 SLC13A1 SLC13A2 SLC13A3 SLC13A4 SLC13A5 SLC15A1 SLC15A2 SLC15A3 SLC15A4 SLC15A5 SLC16A1 SLC16A10 SLC16A11 SLC16A12 SLC16A13 SLC16A14 SLC16A2 SLC16A3 SLC16A4 SLC16A5 SLC16A6 SLC16A7 SLC16A8 SLC16A9 SLC17A1 SLC17A2 SLC17A3 SLC17A4 SLC17A5 SLC17A6 SLC17A7 SLC17A8 SLC17A9 SLC18A1 SLC18A2 SLC18A3 SLC18B1 SLC19A1 SLC1A1 SLC1A2 SLC1A3 SLC1A4 SLC1A5 SLC1A6 SLC1A7 SLC20A1 SLC20A2 SLC22A1 SLC22A11 SLC22A18 SLC22A2 SLC22A3 SLC22A4 SLC22A5 SLC22A6 SLC22A7 SLC22A8 SLC22A9 SLC23A1 SLC23A2 SLC24A1 SLC24A2 SLC24A3 SLC24A4 SLC24A5 SLC25A1 SLC25A10 SLC25A11 SLC25A12 SLC25A13 SLC25A14 SLC25A15 SLC25A16 SLC25A17 SLC25A18 SLC25A19 SLC25A2 SLC25A21 SLC25A22 SLC25A23 SLC25A24 SLC25A25 SLC25A26 SLC25A3 SLC25A30 SLC25A31 SLC25A4 SLC25A5 SLC25A6 SLC26A1 SLC26A10P SLC26A11 SLC26A2 SLC26A3 SLC26A4 SLC26A5 SLC26A6 SLC26A7 SLC26A8 SLC26A9 SLC28A1 SLC28A2 SLC28A3 SLC29A1 SLC29A3 SLC29A4 SLC2A10 SLC2A12 SLC2A13 SLC2A4 SLC2A9 SLC30A1 SLC30A10 SLC30A2 SLC30A3 SLC30A4 SLC30A5 SLC30A6 SLC30A8 SLC30A9 SLC32A1 SLC34A1 SLC34A2 SLC34A3 SLC35A1 SLC35A2 SLC35A3 SLC35A5 SLC35B1 SLC35B2 SLC35B3 SLC35C1 SLC35C2 SLC35D1 SLC35D2 SLC35D3 SLC35E1 SLC35E2A SLC35E2B SLC35E3 SLC35E4 SLC36A1 SLC36A2 SLC36A3 SLC36A4 SLC37A1 SLC37A2 SLC37A3 SLC37A4 SLC38A1 SLC38A2 SLC38A3 SLC38A4 SLC38A5 SLC38A7 SLC39A10 SLC39A12 SLC39A14 SLC39A4 SLC39A5 SLC39A6 SLC39A8 SLC3A2 SLC41A1 SLC41A3 SLC44A1 SLC44A2 SLC44A4 SLC44A5 SLC45A1 SLC45A2 SLC45A3 SLC45A4 SLC46A1 SLC46A2 SLC46A3 SLC47A1 SLC47A2 SLC4A1 SLC4A10 SLC4A11 SLC4A2 SLC4A3 SLC4A4 SLC4A5 SLC4A7 SLC4A8 SLC4A9 SLC5A1 SLC5A10 SLC5A11 SLC5A12 SLC5A2 SLC5A3 SLC5A4 SLC5A5 SLC5A6 SLC5A7 SLC5A8 SLC5A9 SLC6A1 SLC6A11 SLC6A12 SLC6A13 SLC6A14 SLC6A15 SLC6A16 SLC6A17 SLC6A18 SLC6A19 SLC6A2 SLC6A20 SLC6A3 SLC6A4 SLC6A5 SLC6A6 SLC6A7 SLC6A8 SLC6A9 SLC7A11 SLC7A13 SLC7A5 SLC7A6 SLC7A8 SLC7A9 SLC8A1 SLC8A2 SLC8A3 SLC8B1 SLC9A1 SLC9A2 SLC9A3 SLC9A4 SLC9A5 SLC9A6 SLC9A7 SLC9A8 SLC9A9 SLC9B1 SLC9B1P1 SLC9B2 SLC9C1 SLC9C2 SLCO1A2 SLCO1B1 SLCO1B3 SLCO1B7 SLCO1C1 SLCO2A1 SLCO2B1 SLCO3A1 SLCO4A1 SLCO4C1 SLCO5A1 SLCO6A1 SURF1 TAP1 TAP2 TCIRG1 TMCO3 TMEM241 TOMM20 UCP2 UQCR10 UQCRC1 UQCRFS1 UQCRFS1P1 UQCRH GOMF_ACTIVIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ACTIVIN_BINDING ACVR1 ACVR1B ACVR2A ACVR2B ACVRL1 ENG FST FSTL3 TGFBR1 TGFBR2 TGFBR3 GOMF_ACTIVIN_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ACTIVIN_RECEPTOR_ACTIVITY ACVR1 ACVR1B ACVR1C ACVR2A ACVR2B ACVRL1 BMPR2 TGFBR1 TGFBR2 GOMF_ACTIVIN_RECEPTOR_ACTIVITY_TYPE_I https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ACTIVIN_RECEPTOR_ACTIVITY_TYPE_I ACVR1 ACVR1B ACVR1C ACVRL1 TGFBR1 GOMF_ACTIVIN_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ACTIVIN_RECEPTOR_BINDING CFC1 CFC1B FKBP1A INHBA MAGI2 NODAL SMAD6 SMAD7 SMURF1 TDGF1 TDGF1P3 WIF1 GOMF_ACYLGLYCEROL_LIPASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ACYLGLYCEROL_LIPASE_ACTIVITY ABHD1 ABHD12 ABHD12B ABHD15 ABHD16A ABHD16B ABHD2 ABHD3 ABHD6 DAGLA DAGLB FAAH LIPE MGLL PNLIPRP2 GOMF_ACYLGLYCEROL_O_ACYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ACYLGLYCEROL_O_ACYLTRANSFERASE_ACTIVITY ABHD5 AGPAT1 AGPAT2 AGPAT3 AGPAT4 AGPAT5 AWAT2 CRLS1 DGAT1 DGAT2 DGAT2L6 GPAT2 GPAT3 GPAT4 LCLAT1 LPCAT1 LPCAT2 LPCAT3 LPCAT4 LPGAT1 MBOAT1 MBOAT2 MBOAT7 MOGAT1 MOGAT2 MOGAT3 PLA2G15 PNPLA2 PNPLA3 PNPLA4 TAFAZZIN GOMF_ACYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ACYLTRANSFERASE_ACTIVITY AANAT ABHD14B ABHD4 ABHD5 ACAA1 ACAA2 ACAT1 ACAT2 ACLY ACSM1 ACSM2A ACSM2B ACSM3 ACSM4 ACSM5 ACSM6 AGPAT1 AGPAT2 AGPAT3 AGPAT4 AGPAT5 AKTIP ALAS1 ALAS2 AMFR ANAPC11 ANAPC4 ANKIB1 AREL1 ARIH1 ARIH2 ARRB1 ASB1 ASB12 ASB2 ASB4 ASPG ATAT1 ATE1 ATF2 ATG10 ATG16L1 ATG3 ATG5 AWAT1 AWAT2 BAAT BARD1 BAZ1A BCOR BFAR BIRC2 BIRC3 BIRC6 BIRC7 BIRC8 BRAP BRCA1 BRCA2 BRD1 BRPF1 BRPF3 BSPRY BTRC C10orf90 C18orf25 CASD1 CBL CBLB CBLC CBLL1 CBLL2 CBX4 CCAR1 CCNB1IP1 CDC23 CDC34 CDC42 CDY1 CDY1B CDY2A CDY2B CERS1 CERS2 CERS3 CERS4 CERS5 CERS6 CHAT CHFR CIITA CLOCK CLYBL CNOT4 COP1 CPT1A CPT1B CPT1C CPT2 CRAT CREBBP CRLS1 CROT CS CUL2 CUL3 CUL4A CUL5 CUL9 DBT DCST1 DDB2 DGAT1 DGAT2 DGAT2L6 DLAT DLST DTL DTX1 DTX2 DTX3L DTX4 DZIP3 EGR2 ELOVL1 ELOVL2 ELOVL3 ELOVL4 ELOVL5 ELOVL6 ELOVL7 ELP3 EP300 EPB42 ERCC8 ESCO1 ESCO2 F13A1 FANCL FASN FBXL14 FBXL21P FBXL22 FBXL3 FBXL5 FBXL6 FBXO10 FBXO11 FBXO17 FBXO2 FBXO21 FBXO22 FBXO24 FBXO25 FBXO27 FBXO3 FBXO30 FBXO4 FBXO40 FBXO44 FBXO6 FBXO7 FBXO9 FBXW2 FBXW8 G2E3 GCAT GGT1 GGT3P GGT5 GGT6 GGT7 GID4 GLUL GLYAT GLYATL1 GLYATL1B GLYATL2 GLYATL3 GNPAT GNPNAT1 GPAM GPAT2 GPAT3 GPAT4 GTF2B GTF3C4 HACE1 HADHA HADHB HAT1 HDAC4 HDAC7 HECTD1 HECTD2 HECTD3 HECTD4 HECW1 HECW2 HERC1 HERC2 HERC2P3 HERC3 HERC4 HERC5 HERC6 HGSNAT HHAT HHATL HLTF HMGCS1 HMGCS2 HUWE1 IFNB1 ING3 ING4 IRF2BP1 IRF2BPL ITCH JADE1 JADE2 KAT14 KAT2A KAT2B KAT5 KAT6A KAT6B KAT7 KAT8 KCMF1 KCTD10 KCTD13 KIAA1586 KLHL13 KLHL20 KLHL21 KLHL42 KLHL9 KMT2C LCAT LCLAT1 LIPT1 LIPT2 LMO7 LNX1 LNX2 LONRF1 LONRF2 LONRF3 LPCAT1 LPCAT2 LPCAT3 LPCAT4 LPGAT1 LRAT LRSAM1 LTN1 MAEA MAGEL2 MALT1 MARCHF1 MARCHF11 MARCHF2 MARCHF3 MARCHF4 MARCHF5 MARCHF6 MARCHF8 MARCHF9 MARVELD3 MBOAT1 MBOAT2 MBOAT4 MBOAT7 MCAT MCM3AP MDM2 MDM4 MEAF6 MED1 MED10 MED11 MED12 MED17 MED18 MED21 MED27 MED30 MED31 MED6 MED7 MED8 MEFV MEX3C MGRN1 MIB1 MIB2 MKRN1 MKRN2 MKRN3 MKRN4P MOGAT1 MOGAT2 MOGAT3 MSL2 MSL3 MUL1 MYCBP2 MYLIP NAA10 NAA11 NAA15 NAA16 NAA20 NAA30 NAA40 NAA50 NAA60 NAA80 NAGS NAT1 NAT10 NAT14 NAT16 NAT2 NAT8 NAT8B NAT8L NAT9 NCCRP1 NCOA1 NCOA3 NEDD4 NEDD4L NEURL1 NEURL1B NEURL2 NEURL3 NEURL4 NFX1 NHLRC1 NHLRC3 NMT1 NMT2 NOSIP NSMCE1 NSMCE2 NT5C2 OBI1 OSGEP OSGEPL1 OXSM PAFAH1B2 PAFAH1B3 PAFAH2 PCGF3 PCGF5 PDHX PDZRN3 PELI1 PELI2 PELI3 PEX10 PEX12 PEX2 PHF10 PIAS1 PIAS2 PIAS3 PIAS4 PIGW PJA1 PJA2 PLA2G15 PLA2G4A PLA2G4C PLA2G4E PLAAT1 PLAAT2 PLAAT3 PLAAT4 PLAAT5 PML PNPLA1 PNPLA2 PNPLA3 PNPLA4 PORCN PPIL2 PPP1R11 PRDX6 PRKN PRPF19 QPCT QPCTL RABGEF1 RAD18 RAG1 RAG2 RANBP2 RBBP6 RBCK1 RBX1 RC3H1 RC3H2 RCHY1 RFFL RFPL1 RFPL2 RFPL3 RFPL4A RFPL4AL1 RFPL4B RFWD3 RING1 RLIM RMND5A RMND5B RNF10 RNF103 RNF11 RNF111 RNF112 RNF113A RNF114 RNF115 RNF121 RNF122 RNF123 RNF125 RNF126 RNF128 RNF13 RNF130 RNF133 RNF135 RNF138 RNF139 RNF14 RNF141 RNF144A RNF144B RNF146 RNF148 RNF149 RNF150 RNF151 RNF152 RNF157 RNF165 RNF166 RNF167 RNF168 RNF169 RNF170 RNF175 RNF180 RNF181 RNF182 RNF183 RNF185 RNF186 RNF187 RNF19A RNF19B RNF2 RNF20 RNF208 RNF212 RNF212B RNF213 RNF214 RNF215 RNF216 RNF217 RNF220 RNF223 RNF225 RNF227 RNF25 RNF26 RNF31 RNF34 RNF38 RNF39 RNF4 RNF40 RNF41 RNF43 RNF44 RNF5 RNF6 RNF7 RNF8 RNFT1 RNFT2 RPGR RSPRY1 SAT1 SAT2 SATL1 SCP2 SH3RF1 SH3RF2 SH3RF3 SHARPIN SHPRH SIAH1 SIAH2 SIAH3 SIRT1 SIRT2 SIRT4 SIRT6 SIRT7 SMARCE1 SMURF1 SMURF2 SOAT1 SOAT2 SPHK1 SPTLC1 SPTLC2 SPTLC3 SPTSSA SPTSSB SRCAP STUB1 SYVN1 TADA2A TAF1 TAF10 TAF1L TAF9 TAFAZZIN TGM1 TGM2 TGM3 TGM4 TGM5 TGM6 TGM7 TLCD3B TMEM129 TMEM68 TNFAIP1 TNFAIP3 TOPORS TRAF2 TRAF3 TRAF3IP2 TRAF6 TRAF7 TRAIP TRIM10 TRIM11 TRIM13 TRIM14 TRIM15 TRIM17 TRIM2 TRIM21 TRIM22 TRIM23 TRIM24 TRIM25 TRIM26 TRIM27 TRIM28 TRIM3 TRIM31 TRIM32 TRIM33 TRIM34 TRIM35 TRIM36 TRIM37 TRIM38 TRIM39 TRIM4 TRIM40 TRIM41 TRIM43 TRIM43B TRIM44 TRIM45 TRIM47 TRIM48 TRIM49 TRIM49B TRIM49C TRIM49D1 TRIM49D2 TRIM5 TRIM50 TRIM51 TRIM51G TRIM52 TRIM54 TRIM55 TRIM56 TRIM58 TRIM59 TRIM6 TRIM60 TRIM61 TRIM62 TRIM63 TRIM64 TRIM64B TRIM64C TRIM65 TRIM68 TRIM69 TRIM7 TRIM71 TRIM72 TRIM73 TRIM74 TRIM75 TRIM77 TRIM8 TRIM9 TRIML1 TRIML2 TRIP12 TSPAN17 TTC3 UBA3 UBA7 UBE2A UBE2B UBE2C UBE2D1 UBE2D2 UBE2D3 UBE2D4 UBE2E1 UBE2E2 UBE2E3 UBE2F UBE2G1 UBE2G2 UBE2H UBE2I UBE2J1 UBE2J2 UBE2K UBE2L3 UBE2L5 UBE2L6 UBE2M UBE2N UBE2NL UBE2O UBE2Q1 UBE2Q2 UBE2QL1 UBE2R2 UBE2S UBE2T UBE2U UBE2W UBE2Z UBE3A UBE3B UBE3C UBE3D UBE4A UBE4B UBL4A UBOX5 UBR1 UBR2 UBR3 UBR4 UBR5 UBR7 UFC1 UFL1 UHRF1 UHRF2 USP22 VHL VPS11 VPS18 WDR24 WDSUB1 WSB1 WWP1 WWP2 XIAP YKT6 ZBED1 ZDHHC1 ZDHHC11 ZDHHC11B ZDHHC12 ZDHHC13 ZDHHC14 ZDHHC15 ZDHHC16 ZDHHC17 ZDHHC18 ZDHHC19 ZDHHC2 ZDHHC20 ZDHHC21 ZDHHC22 ZDHHC23 ZDHHC24 ZDHHC3 ZDHHC4 ZDHHC5 ZDHHC6 ZDHHC7 ZDHHC8 ZDHHC9 ZFP91 ZMIZ1 ZMIZ2 ZNF451 ZNF598 ZNF738 ZNRF1 ZNRF2 ZNRF3 ZNRF4 ZSWIM2 GOMF_ACYLTRANSFERASE_ACTIVITY_ACYL_GROUPS_CONVERTED_INTO_ALKYL_ON_TRANSFER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ACYLTRANSFERASE_ACTIVITY_ACYL_GROUPS_CONVERTED_INTO_ALKYL_ON_TRANSFER ACLY CLYBL CS HMGCS1 HMGCS2 GOMF_ACYLTRANSFERASE_ACTIVITY_TRANSFERRING_GROUPS_OTHER_THAN_AMINO_ACYL_GROUPS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ACYLTRANSFERASE_ACTIVITY_TRANSFERRING_GROUPS_OTHER_THAN_AMINO_ACYL_GROUPS AANAT ABHD14B ABHD4 ABHD5 ACAA1 ACAA2 ACAT1 ACAT2 ACSM1 ACSM2A ACSM2B ACSM3 ACSM4 ACSM5 ACSM6 AGPAT1 AGPAT2 AGPAT3 AGPAT4 AGPAT5 ALAS1 ALAS2 ARRB1 ASPG ATAT1 ATF2 AWAT1 AWAT2 BAAT BAZ1A BRCA2 BRD1 BRPF1 BRPF3 CASD1 CDY1 CDY1B CDY2A CDY2B CERS1 CERS2 CERS3 CERS4 CERS5 CERS6 CHAT CLOCK CPT1A CPT1B CPT1C CPT2 CRAT CREBBP CRLS1 CROT DBT DGAT1 DGAT2 DGAT2L6 DLAT DLST ELOVL1 ELOVL2 ELOVL3 ELOVL4 ELOVL5 ELOVL6 ELOVL7 ELP3 EP300 ESCO1 ESCO2 FASN GCAT GLUL GLYAT GLYATL1 GLYATL1B GLYATL2 GLYATL3 GNPAT GNPNAT1 GPAM GPAT2 GPAT3 GPAT4 GTF2B GTF3C4 HADHA HADHB HAT1 HGSNAT HHAT IFNB1 ING3 ING4 JADE1 JADE2 KAT14 KAT2A KAT2B KAT5 KAT6A KAT6B KAT7 KAT8 LCAT LCLAT1 LIPT1 LIPT2 LPCAT1 LPCAT2 LPCAT3 LPCAT4 LPGAT1 LRAT MBOAT1 MBOAT2 MBOAT4 MBOAT7 MCAT MCM3AP MEAF6 MOGAT1 MOGAT2 MOGAT3 MSL3 NAA10 NAA11 NAA15 NAA16 NAA20 NAA30 NAA40 NAA50 NAA60 NAA80 NAGS NAT1 NAT10 NAT14 NAT16 NAT2 NAT8 NAT8B NAT8L NAT9 NCOA1 NCOA3 NMT1 NMT2 OSGEP OSGEPL1 OXSM PAFAH1B2 PAFAH1B3 PAFAH2 PHF10 PIGW PLA2G15 PLA2G4A PLA2G4C PLA2G4E PLAAT1 PLAAT2 PLAAT3 PLAAT4 PLAAT5 PNPLA1 PNPLA2 PNPLA3 PNPLA4 PORCN PRDX6 SAT1 SAT2 SATL1 SCP2 SIRT1 SIRT2 SIRT4 SIRT6 SIRT7 SMARCE1 SOAT1 SOAT2 SPHK1 SPTLC1 SPTLC2 SPTLC3 SPTSSA SPTSSB SRCAP TADA2A TAF1 TAF10 TAF1L TAF9 TAFAZZIN TGM2 TLCD3B USP22 YKT6 ZDHHC1 ZDHHC11 ZDHHC11B ZDHHC12 ZDHHC13 ZDHHC14 ZDHHC15 ZDHHC16 ZDHHC17 ZDHHC18 ZDHHC19 ZDHHC2 ZDHHC20 ZDHHC21 ZDHHC22 ZDHHC23 ZDHHC24 ZDHHC3 ZDHHC4 ZDHHC5 ZDHHC6 ZDHHC7 ZDHHC8 ZDHHC9 GOMF_ACYL_COA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ACYL_COA_BINDING ACADL ACADVL ACBD3 ACBD4 ACBD5 ACBD6 ACBD7 ACOT7 DBI ECI2 ENSG00000205794 GCDH HADHA NAA80 PANK1 PANK3 PNPLA3 SCP2 SOAT1 SOAT2 TAF1 GOMF_ACYL_COA_OXIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ACYL_COA_OXIDASE_ACTIVITY ACAA1 ACADL ACOX1 ACOX2 ACOX3 ACOXL CRAT GOMF_ADENINE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ADENINE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY SLC25A4 SLC25A5 SLC29A1 SLC29A2 SLC43A3 GOMF_ADENOSINE_3_5_BISPHOSPHATE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ADENOSINE_3_5_BISPHOSPHATE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ABCD1 SLC25A16 SLC25A17 SLC25A42 SLC25A47 SLC33A1 GOMF_ADENOSINE_DEAMINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ADENOSINE_DEAMINASE_ACTIVITY ADA ADA2 ADAD1 ADAD2 ADAL ADAR ADARB1 ADARB2 ADAT1 ADAT2 ADAT3 LACC1 ZBP1 GOMF_ADENOSINE_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ADENOSINE_RECEPTOR_BINDING ADA2 GRM5 NECAB2 P2RY1 P2RY2 TSNAX USP4 GOMF_ADENYLATE_CYCLASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ADENYLATE_CYCLASE_ACTIVITY ADCY1 ADCY10 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 GUCY1B1 GUCY2C GUCY2D GUCY2F NPR1 NPR2 GOMF_ADENYLATE_CYCLASE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ADENYLATE_CYCLASE_BINDING ADCY2 ADCY5 ADCYAP1R1 ADRB2 AKAP12 AKAP5 AKAP6 CALM2 CALM3 CAP1 CAP2 GRIA1 GOMF_ADENYLATE_CYCLASE_REGULATOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ADENYLATE_CYCLASE_REGULATOR_ACTIVITY ADGRV1 CALM1 CALM2 CALM3 GNAS GNAZ GRM7 RGS2 GOMF_ADENYLATE_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ADENYLATE_KINASE_ACTIVITY AK1 AK2 AK3 AK4 AK5 AK6 AK7 AK8 AK9 GOMF_ADENYLYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ADENYLYLTRANSFERASE_ACTIVITY ABL1 COASY FHIT FICD FLAD1 GPHN KARS1 MOCS3 MTPAP NMNAT1 NMNAT2 NMNAT3 OAS1 OAS2 OAS3 OASL PAPOLA PAPOLB PAPOLG PAPSS1 PAPSS2 SELENOO TENT2 TENT4A TENT4B TENT5A TENT5B TENT5C TENT5D TUT1 GOMF_ADENYL_NUCLEOTIDE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ADENYL_NUCLEOTIDE_BINDING AACS AAK1 AARS1 AARS2 AARSD1 AASDH AATK ABCA1 ABCA10 ABCA12 ABCA13 ABCA2 ABCA3 ABCA4 ABCA5 ABCA6 ABCA7 ABCA8 ABCA9 ABCB1 ABCB10 ABCB11 ABCB4 ABCB5 ABCB6 ABCB7 ABCB8 ABCB9 ABCC1 ABCC10 ABCC11 ABCC12 ABCC2 ABCC3 ABCC4 ABCC5 ABCC6 ABCC8 ABCC9 ABCD1 ABCD2 ABCD3 ABCD4 ABCE1 ABCF1 ABCF2 ABCF3 ABCG1 ABCG2 ABCG4 ABCG5 ABCG8 ABL1 ABL2 ACACA ACACB ACADL ACADVL ACAT1 ACBD3 ACBD4 ACBD5 ACBD6 ACBD7 ACLY ACOT12 ACOT7 ACSBG1 ACSBG2 ACSF2 ACSF3 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 ACSM1 ACSM2A ACSM2B ACSM3 ACSM4 ACSM5 ACSM6 ACSS1 ACSS2 ACSS3 ACTA1 ACTA2 ACTB ACTBL2 ACTC1 ACTG1 ACTG2 ACTR1A ACTR1B ACTR2 ACTR3 ACTR3B ACTR3C ACTR8 ACVR1 ACVR1B ACVR1C ACVR2A ACVR2B ACVRL1 ADCK1 ADCK2 ADCY1 ADCY10 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ADH4 ADK AFG1L AFG3L2 AGAP2 AGK AK1 AK2 AK3 AK4 AK5 AK6 AK7 AK8 AK9 AKT1 AKT2 AKT3 ALDH18A1 ALDH1A1 ALDH1A3 ALDH1B1 ALDH2 ALK ALPK1 ALPK2 ALPK3 AMHR2 ANKK1 AOX1 APAF1 APRT AQR ARAF ASCC3 ASNS ASPDH ASS1 ATAD1 ATAD2 ATAD2B ATAD3A ATAD3B ATAD3C ATAD5 ATM ATP10A ATP10B ATP10D ATP11A ATP11B ATP11C ATP12A ATP13A1 ATP13A2 ATP13A3 ATP13A4 ATP13A5 ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP2A1 ATP2A2 ATP2A3 ATP2B1 ATP2B2 ATP2B3 ATP2B4 ATP2C1 ATP2C2 ATP4A ATP5F1A ATP5F1B ATP5F1D ATP6V1A ATP6V1B1 ATP6V1B2 ATP7A ATP7B ATP8A1 ATP8A2 ATP8B1 ATP8B2 ATP8B3 ATP8B4 ATP9A ATP9B ATR ATRX AURKA AURKB AURKC AXL BAG1 BAG2 BAG3 BAG4 BAG5 BAZ1B BBS10 BBS12 BCKDK BCR BCS1L BDH2 BLK BLM BMP2K BMPR1A BMPR1B BMPR2 BMS1 BMX BRAF BRIP1 BRSK1 BRSK2 BTAF1 BTK BUB1 BUB1B BVES C12orf29 C8orf44-SGK3 CACNA1B CAD CAMK1 CAMK1D CAMK1G CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 CAMKK1 CAMKK2 CAMKV CAPRIN1 CARNS1 CARS1 CARS2 CASK CAT CBR3 CBR4 CCAR2 CCT2 CCT3 CCT4 CCT5 CCT6A CCT6B CCT7 CCT8 CCT8L1P CCT8L2 CDC34 CDC42BPA CDC42BPB CDC42BPG CDC6 CDC7 CDK1 CDK10 CDK11A CDK11B CDK12 CDK13 CDK14 CDK15 CDK16 CDK17 CDK18 CDK19 CDK2 CDK20 CDK3 CDK4 CDK5 CDK6 CDK7 CDK8 CDK9 CDKL1 CDKL2 CDKL3 CDKL4 CDKL5 CENPE CERK CFAP45 CFTR CGAS CHD1 CHD1L CHD2 CHD3 CHD4 CHD5 CHD6 CHD7 CHD8 CHD9 CHEK1 CHEK2 CHKA CHKB CHORDC1 CHST12 CHST15 CHTF18 CHUK CIITA CILK1 CIT CKB CKM CKMT1A CKMT1B CKMT2 CLCN3 CLCN4 CLCN5 CLCN6 CLCN7 CLK1 CLK2 CLK3 CLK4 CLP1 CLPB CLPX CMPK1 CMPK2 CNBD2 CNGA2 CNGA4 CNGB1 CNNM2 COASY COQ8A COQ8B CPS1 CRYL1 CRYM CRYZ CRYZL1 CSF1R CSK CSNK1A1 CSNK1A1L CSNK1D CSNK1E CSNK1G1 CSNK1G2 CSNK1G3 CSNK2A1 CSNK2A2 CTBP1 CTBP2 CTPS1 CTPS2 CUL9 CYB5R3 DALRD3 DAPK1 DAPK2 DAPK3 DARS1 DARS2 DBI DCAF1 DCAKD DCK DCLK1 DCLK2 DCLK3 DDR1 DDR2 DDX1 DDX10 DDX11 DDX11L8 DDX12P DDX17 DDX18 DDX19A DDX19B DDX20 DDX21 DDX23 DDX24 DDX25 DDX27 DDX28 DDX31 DDX39A DDX39B DDX3X DDX3Y DDX4 DDX41 DDX42 DDX43 DDX46 DDX47 DDX49 DDX5 DDX50 DDX51 DDX52 DDX53 DDX54 DDX55 DDX56 DDX59 DDX6 DDX60 DDX60L DECR1 DGKA DGKB DGKD DGKE DGKG DGKH DGKI DGKK DGKQ DGKZ DGUOK DHCR7 DHFR DHFR2 DHFRP1 DHX15 DHX16 DHX29 DHX30 DHX32 DHX33 DHX34 DHX35 DHX36 DHX37 DHX38 DHX40 DHX57 DHX58 DHX8 DHX9 DICER1 DMC1 DMPK DNA2 DNAH1 DNAH10 DNAH11 DNAH12 DNAH14 DNAH17 DNAH2 DNAH3 DNAH5 DNAH6 DNAH7 DNAH8 DNAH9 DNAJA1 DNAJA2 DNAJA3 DNAJA4 DNHD1 DPH6 DPYD DQX1 DSTYK DTYMK DUOX1 DUS2 DYNC1H1 DYNC1LI1 DYNC1LI2 DYNC2H1 DYRK1A DYRK1B DYRK2 DYRK3 DYRK4 EARS2 ECI2 EEF2K EGFR EHD1 EHD2 EHD3 EHD4 EHHADH EIF2AK1 EIF2AK2 EIF2AK3 EIF2AK4 EIF2B2 EIF4A1 EIF4A2 EIF4A3 EIF4G1 ENPP1 ENSG00000205794 ENSG00000275993 ENTPD1 ENTPD2 ENTPD3 ENTPD8 EP400 EPB42 EPHA1 EPHA10 EPHA2 EPHA3 EPHA4 EPHA5 EPHA6 EPHA7 EPHA8 EPHB1 EPHB2 EPHB3 EPHB4 EPHB6 EPRS1 ERBB2 ERBB3 ERBB4 ERCC2 ERCC3 ERCC6 ERCC6L ERCC6L2 ERN1 ERN2 ETNK1 ETNK2 FAM20B FAM20C FANCM FARS2 FARSA FARSB FASTK FBH1 FBP1 FCSK FER FES FGFR1 FGFR2 FGFR3 FGFR4 FGR FICD FIGN FIGNL1 FIGNL2 FKBP4 FLAD1 FLT1 FLT3 FLT4 FMO1 FMO2 FMO3 FMO4 FMO5 FN3K FN3KRP FPGS FRK FYN G3BP1 G6PD GAK GAL3ST3 GAL3ST4 GALK1 GALK2 GAPDH GAPDHS GARS1 GART GATB GATC GCDH GCK GCLC GET3 GK GK2 GK5 GLUD1 GLUD2 GLUL GLYCTK GLYR1 GMDS GMPS GNE GPD1 GPD1L GPHN GRHPR GRK1 GRK2 GRK3 GRK4 GRK5 GRK6 GRK7 GRPEL1 GRPEL2 GSK3A GSK3B GSR GSS GUCY2C GUCY2D GUCY2F GUK1 H1-7 H6PD HACL1 HADH HADHA HARS1 HARS2 HASPIN HCK HCN1 HCN2 HCN3 HCN4 HELB HELLS HELQ HELZ HELZ2 HFM1 HIBADH HIPK1 HIPK2 HIPK3 HIPK4 HK1 HK2 HK3 HKDC1 HLCS HLTF HMGCR HNRNPU HPGD HS3ST5 HSD11B1 HSD11B2 HSD17B1 HSD17B8 HSP90AA1 HSP90AA2P HSP90AA4P HSP90AA5P HSP90AB1 HSP90AB2P HSP90AB3P HSP90AB4P HSP90B1 HSP90B2P HSPA12A HSPA12B HSPA13 HSPA14 HSPA1A HSPA1B HSPA1L HSPA2 HSPA4 HSPA4L HSPA5 HSPA6 HSPA7 HSPA8 HSPA9 HSPBP1 HSPD1 HSPE1 HSPH1 HUNK HYOU1 IARS1 IARS2 IDE IDH1 IDH2 IDH3A IDH3B IDH3G IDNK IFIH1 IGF1R IGHMBP2 IKBKB IKBKE ILK INO80 INSR INSRR IP6K1 IP6K2 IP6K3 IPMK IPPK IQCA1 IQCA1L IRAK1 IRAK2 IRAK3 IRAK4 ITK ITM2B ITM2C ITPK1 ITPKA ITPKB ITPKC JAK1 JAK2 JAK3 KALRN KARS1 KATNA1 KATNAL1 KATNAL2 KCNAB1 KCNJ1 KCNJ10 KCNJ11 KCNJ8 KCNT2 KDR KHK KIAA0232 KIF11 KIF12 KIF13A KIF13B KIF14 KIF15 KIF16B KIF17 KIF18A KIF18B KIF19 KIF1A KIF1B KIF1C KIF20A KIF20B KIF21A KIF21B KIF22 KIF23 KIF24 KIF25 KIF26A KIF26B KIF27 KIF28P KIF2A KIF2B KIF2C KIF3A KIF3B KIF3C KIF4A KIF4B KIF5A KIF5B KIF5C KIF6 KIF7 KIF9 KIFC1 KIFC2 KIFC3 KIT KSR1 KSR2 KTI12 LANCL2 LARS1 LARS2 LATS1 LATS2 LBR LCK LDHB LIG1 LIG3 LIG4 LIMK1 LIMK2 LMTK2 LMTK3 LONP1 LONP2 LRGUK LRRK1 LRRK2 LTK LYN MAB21L1 MAGI1 MAGI3 MAK MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K5 MAP2K6 MAP2K7 MAP3K1 MAP3K10 MAP3K11 MAP3K12 MAP3K13 MAP3K14 MAP3K15 MAP3K19 MAP3K2 MAP3K20 MAP3K21 MAP3K3 MAP3K4 MAP3K5 MAP3K6 MAP3K7 MAP3K8 MAP3K9 MAP4K1 MAP4K2 MAP4K3 MAP4K4 MAP4K5 MAPK1 MAPK10 MAPK11 MAPK12 MAPK13 MAPK14 MAPK15 MAPK3 MAPK4 MAPK6 MAPK7 MAPK8 MAPK9 MAPKAPK2 MAPKAPK3 MAPKAPK5 MARK1 MARK2 MARK3 MARK4 MARS1 MARS2 MAST1 MAST2 MAST3 MAST4 MASTL MAT1A MAT2A MATK MCCC1 MCCC2 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 MCM9 MCMDC2 MDN1 ME1 ME2 ME3 MELK MERTK MET MIEF1 MINK1 MKI67 MKKS MKNK1 MKNK2 MLH1 MLH3 MLKL MMAB MOCS3 MOK MORC2 MOS MOV10 MOV10L1 MPPED2 MSH2 MSH3 MSH4 MSH5 MSH6 MST1R MTHFD1 MTHFD1L MTHFR MTHFS MTOR MTPAP MTREX MTRR MUSK MVD MVK MYH1 MYH10 MYH11 MYH13 MYH14 MYH15 MYH2 MYH3 MYH4 MYH6 MYH7 MYH7B MYH8 MYH9 MYLK MYLK2 MYLK3 MYLK4 MYO10 MYO15A MYO16 MYO18A MYO18B MYO19 MYO1A MYO1B MYO1C MYO1D MYO1E MYO1F MYO1G MYO1H MYO3A MYO3B MYO5A MYO5B MYO5C MYO6 MYO7A MYO7B MYO9A MYO9B N4BP2 NAA80 NADK NADK2 NADSYN1 NAGK NAIP NARS1 NARS2 NAT10 NAV2 NAV3 NAXD NDOR1 NDUFA13 NDUFS2 NDUFV1 NEK1 NEK10 NEK11 NEK2 NEK3 NEK4 NEK5 NEK6 NEK7 NEK8 NEK9 NIM1K NLK NLRC3 NLRC4 NLRC5 NLRP1 NLRP10 NLRP11 NLRP12 NLRP13 NLRP14 NLRP2 NLRP3 NLRP4 NLRP5 NLRP6 NLRP7 NLRP8 NLRP9 NLRX1 NME1 NME2 NME2P1 NME3 NME4 NME6 NME7 NMNAT1 NMNAT2 NMNAT3 NMRK1 NMRK2 NNT NOD1 NOD2 NOL9 NOLC1 NOS1 NOS2 NOS3 NOX1 NOX5 NPR1 NPR2 NRBP1 NRBP2 NRK NSF NT5C2 NTPCR NTRK1 NTRK2 NTRK3 NUAK1 NUAK2 NUBP1 NUBP2 NUBPL NUDT6 NVL NWD1 OAS1 OAS2 OAS3 OBSCN OLA1 OPLAH ORC1 ORC4 ORC5 OXSR1 P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX6 P2RX7 P2RY1 P2RY4 PAICS PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 PALM3 PALS1 PAN3 PANK1 PANK2 PANK3 PANK4 PAPOLA PAPOLB PAPOLG PAPSS1 PAPSS2 PARP1 PARP15 PARP9 PARS2 PASK PBK PC PCCA PCCB PDE10A PDE2A PDE4A PDE4B PDE4D PDGFRA PDGFRB PDIK1L PDK1 PDK2 PDK3 PDK4 PDPK1 PDXK PEAK1 PEBP1 PEX1 PEX6 PFAS PFKFB1 PFKFB2 PFKFB3 PFKFB4 PFKL PFKM PFKP PFN1 PGD PGK1 PGK2 PGS1 PHGDH PHKG1 PHKG2 PI4K2A PI4K2B PI4KA PI4KB PIF1 PIK3C2A PIK3C2B PIK3C2G PIK3C3 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R4 PIKFYVE PIM1 PIM2 PIM3 PINK1 PIP4K2A PIP4K2B PIP4K2C PIP5K1A PIP5K1B PIP5K1C PIP5KL1 PKDCC PKLR PKM PKMYT1 PKN1 PKN2 PKN3 PLK1 PLK2 PLK3 PLK4 PLK5 PMS1 PMS2 PMVK PNCK PNKP PNPLA3 PNPLA8 POLQ POMK POPDC2 POPDC3 POR POTEKP PPCS PPIP5K1 PPIP5K2 PPP5C PRAG1 PRKAA1 PRKAA2 PRKACA PRKACB PRKACG PRKAG1 PRKAG2 PRKAG3 PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCA PRKCB PRKCD PRKCE PRKCG PRKCH PRKCI PRKCQ PRKCZ PRKD1 PRKD2 PRKD3 PRKDC PRKG1 PRKG2 PRKX PRKY PRPF4B PRPS1 PRPS1L1 PRPS2 PRPSAP1 PRPSAP2 PSKH1 PSKH2 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSTK PTK2 PTK2B PTK6 PTK7 PTPA PXK PYGL QARS1 QDPR QRSL1 RAD17 RAD50 RAD51 RAD51B RAD51C RAD51D RAD54B RAD54L RAD54L2 RAF1 RALBP1 RAPGEF2 RAPGEF3 RAPGEF4 RARS1 RARS2 RBKS RECQL RECQL4 RECQL5 RET RFC1 RFC2 RFC4 RFC5 RFK RHOBTB3 RIGI RIMKLA RIMKLB RIOK1 RIOK2 RIOK3 RIPK1 RIPK2 RIPK3 RIPK4 RNASEL RNF213 RNGTT RNLS ROCK1 ROCK2 ROR1 ROR2 ROS1 RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA4 RPS6KA5 RPS6KA6 RPS6KB1 RPS6KB2 RPS6KC1 RPS6KL1 RRM1 RSKR RTCA RTEL1 RUNX1 RUNX2 RUNX3 RUVBL1 RUVBL2 RYK RYR1 SARS1 SARS2 SBK1 SBK2 SBK3 SCN8A SCP2 SCYL1 SCYL2 SCYL3 SELENOO SEPHS1 SEPHS2 SETX SGK1 SGK2 SGK3 SHPK SHPRH SIK1 SIK2 SIK3 SIL1 SIRT1 SIRT2 SIRT3 SIRT4 SIRT5 SIRT6 SIRT7 SKIC2 SLC12A3 SLC12A4 SLC19A1 SLC22A4 SLC22A5 SLC27A2 SLC27A3 SLC27A5 SLFN11 SLFN13 SLFN14 SLFN5 SLFNL1 SLK SMARCA1 SMARCA2 SMARCA4 SMARCA5 SMARCAD1 SMARCAL1 SMC1A SMC1B SMC2 SMC3 SMC4 SMC5 SMC6 SMCHD1 SMG1 SNRK SNRNP200 SOAT1 SOAT2 SORD SPAST SPATA5 SPATA5L1 SPEG SPG7 SPHK1 SPHK2 SPO11 SPR SRC SRCAP SRD5A1 SRMS SRPK1 SRPK2 SRPK3 SRR SRXN1 STARD9 STING1 STK10 STK11 STK16 STK17A STK17B STK19 STK24 STK25 STK26 STK3 STK31 STK32A STK32B STK32C STK33 STK35 STK36 STK38 STK38L STK39 STK4 STK40 STKLD1 STRADA STRADB STYK1 SUCLA2 SUCLG2 SULT1A1 SULT1C3 SULT2A1 SUPV3L1 SWAP70 SYK SYN1 SYN2 SYN3 TAF1 TAOK1 TAOK2 TAOK3 TAP1 TAP2 TARS1 TARS2 TARS3 TBCK TBK1 TCP1 TDG TDRD12 TDRD9 TEC TEK TENT2 TENT4A TEP1 TESK1 TESK2 TEX14 TGFBR1 TGFBR2 THG1L THRAP3 TIE1 TIMM44 TK1 TK2 TKFC TLK1 TLK2 TM7SF2 TNIK TNK1 TNK2 TNNI3K TOP1 TOP2A TOP2B TOR1A TOR1B TOR2A TOR3A TOR4A TP53I3 TP53RK TPK1 TRAP1 TREX1 TRIB1 TRIB3 TRIO TRIP13 TRIT1 TRMU TRNT1 TRPM4 TRPM6 TRPM7 TRPV1 TRPV4 TSSK1B TSSK2 TSSK3 TSSK4 TSSK6 TTBK1 TTBK2 TTF2 TTK TTL TTLL1 TTLL10 TTLL11 TTLL12 TTLL13 TTLL2 TTLL3 TTLL4 TTLL5 TTLL6 TTLL7 TTLL8 TTLL9 TTN TUT1 TWF1 TWF2 TWNK TXK TYK2 TYRO3 UBA1 UBA2 UBA3 UBA5 UBA6 UBA7 UBE2A UBE2B UBE2C UBE2D1 UBE2D2 UBE2D3 UBE2D4 UBE2E1 UBE2E2 UBE2E3 UBE2F UBE2G1 UBE2G2 UBE2H UBE2I UBE2J1 UBE2J2 UBE2K UBE2L3 UBE2L5 UBE2M UBE2N UBE2O UBE2Q1 UBE2Q2 UBE2QL1 UBE2R2 UBE2S UBE2T UBE2U UBE2W UBE2Z UCK1 UCK2 UCKL1 UGDH UHMK1 ULK1 ULK2 ULK3 ULK4 UPF1 UXS1 VARS1 VARS2 VCP VPS4A VPS4B VRK1 VRK2 VRK3 VWA8 WARS1 WARS2 WEE1 WEE2 WNK1 WNK2 WNK3 WNK4 WRN WRNIP1 XRCC2 XRCC3 XRCC5 XRCC6 XYLB YARS1 YARS2 YES1 YME1L1 YTHDC2 ZAP70 ZC3HAV1 ZRANB3 GOMF_ADENYL_NUCLEOTIDE_EXCHANGE_FACTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ADENYL_NUCLEOTIDE_EXCHANGE_FACTOR_ACTIVITY BAG1 BAG2 BAG3 BAG4 BAG5 CCAR2 GRPEL1 GRPEL2 HSPA4 HSPA4L HSPBP1 HSPH1 HYOU1 PFN1 SIL1 GOMF_ADP_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ADP_BINDING ABCC8 ABCD1 ABCG1 ACTA1 APAF1 ATP5F1A ATP5F1D CHORDC1 COQ8A CYB5R3 ERN1 GCLC GLUD1 GLUD2 LONP1 ME1 MIEF1 MSH2 MSH6 MYH10 MYH9 MYO18A MYO3A MYO6 MYO7A MYO9B NLRP3 NOD2 P2RY1 PGK1 PGK2 PPP5C PRKAG1 PRKAG2 RUVBL1 RUVBL2 TAP1 VCP GOMF_ADP_D_RIBOSE_MODIFICATION_DEPENDENT_PROTEIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ADP_D_RIBOSE_MODIFICATION_DEPENDENT_PROTEIN_BINDING APLF CGAS CHD1L MACROH2A1 PARP2 XRCC1 GOMF_ADP_PHOSPHATASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ADP_PHOSPHATASE_ACTIVITY ALPL CANT1 ENTPD5 PGP SLC25A42 GOMF_ADP_RIBOSE_DIPHOSPHATASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ADP_RIBOSE_DIPHOSPHATASE_ACTIVITY ADPRM NUDT14 NUDT5 NUDT6 NUDT9 TRPM2 GOMF_ADP_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ADP_TRANSMEMBRANE_TRANSPORTER_ACTIVITY SLC17A9 SLC25A17 SLC25A23 SLC25A24 SLC25A31 SLC25A4 SLC25A41 SLC25A42 SLC25A5 SLC25A6 SLC35B1 GOMF_ADRENERGIC_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ADRENERGIC_RECEPTOR_ACTIVITY ADRA1A ADRA1B ADRA1D ADRA2A ADRA2B ADRA2C ADRB1 ADRB2 ADRB3 GOMF_ADRENERGIC_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ADRENERGIC_RECEPTOR_BINDING ADRA2A ADRA2C ADRB1 ADRB3 AKAP5 APLP1 ARRDC3 C1QBP DLG4 GNAS GRIA1 GRK2 MAGI2 NEDD4 NHERF1 PDE4D RAPGEF2 UCHL1 GOMF_ALANINE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ALANINE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY SFXN1 SLC1A4 SLC36A1 SLC36A2 SLC36A3 SLC36A4 SLC38A1 SLC38A2 SLC38A3 SLC38A4 SLC38A5 SLC38A7 SLC3A2 SLC6A14 SLC6A6 SLC7A8 GOMF_ALCOHOL_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ALCOHOL_BINDING ABCA1 ABCG1 ADAP1 ADAP2 ADH4 ADH7 ANXA6 APOA1 APOA2 APOC3 APOD APOF ASTN2 C8G CAV1 CD81 CETP CRABP1 CRABP2 CYP27C1 CYP2W1 CYTH2 DPM1 ERLIN1 ERLIN2 GLE1 GPR155 GRAMD1A GRAMD1B GRAMD1C ITPR1 ITPR2 ITPR3 LRAT MINAR2 NPC1 NPC1L1 NPC2 NR1H3 OSBP2 OSBPL10 OSBPL1A OSBPL2 OSBPL3 OSBPL5 OSBPL6 OSBPL7 OSBPL8 PLCL2 PMP2 PRKCE PROM1 PROM2 PTCH1 RBP1 RBP2 RBP3 RBP4 RBP5 RBP7 RLBP1 RPH3A SCARB2 SCP2 SIDT1 SLC38A9 SOAT1 SOAT2 STAR STARD3 STARD3NL STARD4 STARD5 STRA6 SULT2B1 SYP SYT2 TPK1 TRPC1 TRPC3 TRPC4 TRPC5 TRPC6 TRPC7 TSPO TSPO2 VDAC1 VDAC2 XPR1 GOMF_ALCOHOL_DEHYDROGENASE_ACTIVITY_ZINC_DEPENDENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ALCOHOL_DEHYDROGENASE_ACTIVITY_ZINC_DEPENDENT ADH1A ADH1B ADH1C ADH4 ADH5 ADH6 ADH7 GOMF_ALCOHOL_DEHYDROGENASE_NADPPLUS_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ALCOHOL_DEHYDROGENASE_NADPPLUS_ACTIVITY ADH4 AKR1A1 AKR1B1 AKR1B10 AKR1B15 AKR1C1 AKR1C2 AKR1C3 AKR1C4 AKR1D1 AKR1E2 AKR7A2 ALDH3A1 CBR1 DHRS3 DHRS4 DHRS7 RDH10 RDH11 RDH12 RDH13 RDH14 RDH8 GOMF_ALCOHOL_DEHYDROGENASE_NAD_P_PLUS_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ALCOHOL_DEHYDROGENASE_NAD_P_PLUS_ACTIVITY ADH1A ADH1B ADH1C ADH4 ADH5 ADH6 ADH7 ADHFE1 DHRS4 DHRS9 GOMF_ALCOHOL_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ALCOHOL_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ABCA4 MFSD10 RBP4 SLC44A1 SLC44A2 STRA6 GOMF_ALDEHYDE_DEHYDROGENASE_NAD_P_PLUS_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ALDEHYDE_DEHYDROGENASE_NAD_P_PLUS_ACTIVITY ADH4 ADH5 ALDH1A1 ALDH1A2 ALDH1A3 ALDH1B1 ALDH1L1 ALDH1L2 ALDH2 ALDH3A1 ALDH3A2 ALDH3B1 ALDH3B2 ALDH4A1 ALDH7A1 ALDH9A1 RDH11 GOMF_ALDEHYDE_LYASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ALDEHYDE_LYASE_ACTIVITY ALDOA ALDOB ALDOC ARMT1 CYP17A1 DERA HACL1 HOGA1 SGPL1 GOMF_ALDITOL_NADPPLUS_1_OXIDOREDUCTASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ALDITOL_NADPPLUS_1_OXIDOREDUCTASE_ACTIVITY ADH4 AKR1A1 AKR1B1 AKR1B10 AKR1B15 AKR1C1 AKR1C2 AKR1C3 AKR1C4 AKR1D1 AKR1E2 AKR7A2 GOMF_ALDO_KETO_REDUCTASE_NADP_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ALDO_KETO_REDUCTASE_NADP_ACTIVITY ADH4 AKR1A1 AKR1B1 AKR1B10 AKR1B15 AKR1C1 AKR1C2 AKR1C3 AKR1C4 AKR1D1 AKR1E2 AKR7A2 AKR7A3 AKR7L ALDH3A1 CBR1 DHRS3 DHRS4 DHRS7 KCNAB1 KCNAB2 KCNAB3 MIOX RDH10 RDH11 RDH12 RDH13 RDH14 RDH8 SPR GOMF_ALKALINE_PHOSPHATASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ALKALINE_PHOSPHATASE_ACTIVITY ALPG ALPI ALPL ALPP CILP CILP2 GOMF_ALKALI_METAL_ION_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ALKALI_METAL_ION_BINDING ACAT1 ADPRH ATP1A1 ATP1A2 ATP4A CAPN3 CPS1 DRG1 HDAC4 IMPA1 KCNA4 KCNJ11 PDXK PKLR PKM SCN8A SLC34A2 SLC6A4 TDG GOMF_ALKANESULFONATE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ALKANESULFONATE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY SLC16A6 SLC36A1 SLC6A11 SLC6A13 SLC6A6 GOMF_ALKANE_1_MONOOXYGENASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ALKANE_1_MONOOXYGENASE_ACTIVITY CYP4A11 CYP4A22 CYP4F12 CYP4F2 CYP4F8 GOMF_ALL_TRANS_RETINAL_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ALL_TRANS_RETINAL_BINDING ABCA4 ADH4 CYP27C1 CYP2W1 OPN3 GOMF_ALPHA_1_3_FUCOSYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ALPHA_1_3_FUCOSYLTRANSFERASE_ACTIVITY FUT10 FUT11 FUT3 FUT4 FUT5 FUT6 FUT7 FUT9 GOMF_ALPHA_2A_ADRENERGIC_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ALPHA_2A_ADRENERGIC_RECEPTOR_BINDING ADRA2C ADRB1 APLP1 GRK2 UCHL1 GOMF_ALPHA_ACTININ_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ALPHA_ACTININ_BINDING ADORA2A CACNA1C CACNA1D DAG1 KCNA5 KCNN2 LDB3 LRRC10 MAGI1 MYOT MYPN NRAP PALLD PDLIM1 PDLIM2 PDLIM3 PDLIM4 PDLIM5 PDLIM7 PKD2 PKD2L1 PPARG PRICKLE4 PTPRT RARA SYNPO2 TTN XIRP2 GOMF_ALPHA_ADRENERGIC_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ALPHA_ADRENERGIC_RECEPTOR_ACTIVITY ADRA1A ADRA1B ADRA1D ADRA2A ADRA2B ADRA2C GOMF_ALPHA_AMYLASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ALPHA_AMYLASE_ACTIVITY AMY1A AMY1B AMY1C AMY2A AMY2B GOMF_ALPHA_CATENIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ALPHA_CATENIN_BINDING AJUBA CDH2 CDH26 CTNNB1 JUP NUMB PKP2 PKP3 PTPRT VCL GOMF_ALPHA_GLUCOSIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ALPHA_GLUCOSIDASE_ACTIVITY AGL GAA GANAB GANC MGAM SI GOMF_ALPHA_KETOGLUTARATE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ALPHA_KETOGLUTARATE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY SLC13A2 SLC13A3 SLC22A6 SLC22A7 SLC25A11 SLC25A21 GOMF_ALPHA_N_ACETYLGALACTOSAMINIDE_ALPHA_2_6_SIALYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ALPHA_N_ACETYLGALACTOSAMINIDE_ALPHA_2_6_SIALYLTRANSFERASE_ACTIVITY ST6GALNAC1 ST6GALNAC2 ST6GALNAC3 ST6GALNAC4 ST6GALNAC5 ST6GALNAC6 GOMF_ALPHA_N_ACETYLNEURAMINATE_ALPHA_2_8_SIALYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ALPHA_N_ACETYLNEURAMINATE_ALPHA_2_8_SIALYLTRANSFERASE_ACTIVITY ST8SIA1 ST8SIA2 ST8SIA3 ST8SIA4 ST8SIA5 ST8SIA6 GOMF_ALPHA_TUBULIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ALPHA_TUBULIN_BINDING ARL4C ARL8A ARL8B BBS4 BEX4 C9orf24 CAV3 CDK5R1 DIP2B DLEC1 DNAL1 EFHC1 EML4 ENKD1 FAM110C FNTA FYN HDAC6 HSPH1 INO80 LRRC61 NCALD NDEL1 NISCH OFD1 PACRG RACGAP1 SETD2 SLC6A2 SNCA SPAST TAOK1 TBCB TBCE TBCEL TRAPPC14 TRIM36 TRPV4 TTLL7 WASH3P WASH6P WASHC1 WIPF3 GOMF_AMIDE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_AMIDE_BINDING ACACB ACADL ACADVL ACBD3 ACBD4 ACBD5 ACBD6 ACBD7 ACHE ACOT7 ACVR1 ADCYAP1R1 ADNP ADRB2 AGER ANG ANPEP AP2B1 AP2M1 APBA1 APBA2 APBA3 APBB1 APBB2 APBB3 APOA1 APOE ARMCX5-GPRASP2 ATP1A3 AVPR1A AVPR1B AVPR2 B2M BABAM2 BACE1 BCHE BDKRB1 BRAP C1QA C2CD2L CABP1 CACNA1A CACNA1B CALCR CALCRL CALR CCKAR CCKBR CD1A CD1B CD1C CD1D CD1E CD209 CD300LF CD36 CD74 CEMIP CERT1 CHRNA7 CLEC4M CLIP3 CLN8 CLSTN1 CLSTN2 CLSTN3 CLTA CLTB CLU CMA1 CMKLR1 CMKLR2 COL25A1 CPS1 CPTP CRHBP CRHR1 CRHR2 CRIP1 CRYAB CST3 CWC27 DBI DHCR24 DHFR DHFRP1 DLGAP3 ECE1 ECI2 EDNRB ENPEP ENSG00000205794 EPDR1 EPHA4 EPHB2 ERAP1 ERAP2 FASN FBXO2 FCGR2B FCGRT FFAR4 FKBP10 FKBP1A FKBP1B FKBP2 FKBP3 FKBP4 FKBP5 FKBP6 FKBP7 FOLH1 FOLR1 FOLR2 FOLR3 FPR2 FTCD FTCDNL1 FURIN FZD4 FZD5 FZD6 GAD2 GALR1 GALR2 GALR3 GCDH GCGR GCLC GHR GHRHR GHSR GIPR GLP1R GLP2R GLTP GLTPD2 GNMT GNRHR GNRHR2 GPR149 GPR150 GPR171 GPR22 GPR37 GPR37L1 GPRASP2 GRIA1 GRIA2 GRIA3 GRIA4 GRIN1 GRIN2A GRIN2B GRIN2D GRPR GSAP HADHA HCRTR1 HCRTR2 HFE HLA-A HLA-B HLA-C HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G HLA-H HLCS HSP90AB1 HSPG2 IAPP IDE IGF1R INHBA INSR IPO4 IPO5 ITGA2 ITGAM ITGB2 ITM2A ITM2B ITM2C IZUMO1R KCNIP2 KDELR1 KDELR2 KDELR3 KIR3DL1 KPNA1 KPNA2 KPNA3 KPNA4 KPNA5 KPNA6 KPNA7 KPNB1 LAPTM4B LBP LDLR LDLRAD3 LDLRAP1 LHCGR LILRB1 LILRB2 LILRB3 LNPEP LRP1 LRP8 LRPAP1 LVRN MAG MAML1 MAP1LC3B MAPK8IP2 MARCO MAS1 MC3R MC4R MCCC1 MCHR1 MICA MICB MME MRGPRX2 MSR1 MTHFS NAA80 NFATC1 NFKBIA NGFR NKTR NLGN1 NLN NLRP6 NMUR1 NMUR2 NOD2 NPAP1 NPBWR1 NPBWR2 NPEPPS NPEPPSP1 NPFFR1 NPFFR2 NPR1 NPR2 NPR3 NPY1R NPY4R2 NPY5R NPY6R NQO2 NUP153 NUP214 NUP58 NUP98 OMP OPRD1 OPRK1 OPRL1 OPRM1 OXTR P2RX1 PANK1 PANK3 PC PCCA PCSK5 PEX19 PEX5 PEX5L PEX7 PFDN1 PFDN2 PFDN4 PFDN5 PFDN6 PGRMC1 PHB2 PICALM PIK3R1 PLA2G4A PLEKHA8 PLEKHA8P1 PLTP PNPLA3 POM121 POM121B POM121C POM121L2 PPARG PPIA PPIAL4A PPIAL4C PPIAL4D PPIAL4E PPIAL4F PPIAL4G PPIAL4H PPIB PPIC PPID PPIE PPIF PPIG PPIH PPIL1 PPIL2 PPIL6 PPP3CA PPP3R1 PPWD1 PRLHR PRLR PRNP PSAP PTGDR2 PTH1R PTH2R QRFPR RAMP1 RAMP2 RAMP3 RANBP2 RANBP6 RELA RPS6KB1 RPS6KB2 RTN4R RXFP2 RXRA RYR2 SCARB1 SCP2 SCTR SEC61A1 SEC61A2 SLC19A1 SLC1A1 SLC1A3 SLC40A1 SLC46A1 SLC7A5 SLC7A8 SLC7A9 SOAT1 SOAT2 SORL1 SRD5A1 SRD5A2 SRP14 SRP54 SRP68 SSTR1 SSTR2 SSTR3 SSTR4 SSTR5 TAF1 TAP1 TAP2 TAPBP TGFB2 TIMM22 TLR1 TLR10 TLR2 TLR4 TLR6 TM2D1 TMEM158 TNPO1 TNPO2 TOMM20 TOMM20L TOMM40L TOMM70 TPP1 TRAV12-1 TRAV12-2 TRAV12-3 TRAV19 TRAV23DV6 TRAV29DV5 TRAV8-4 TRBV12-3 TRBV28 TRBV7-9 TREM2 TRGV3 TRGV9 TRHDE TUBB3 TYMS UROS VBP1 VDAC1 VDAC2 VIPR1 VIPR2 GOMF_AMIDE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_AMIDE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ABCB8 ABCB9 ABCD1 ABCG2 AQP10 AQP3 AQP7 AQP7B AQP7P3 AQP8 AQP9 CDH17 DISP1 PDPN SLC14A1 SLC14A2 SLC15A1 SLC15A2 SLC15A3 SLC15A4 SLC17A6 SLC17A7 SLC17A8 SLC19A1 SLC19A2 SLC1A1 SLC1A2 SLC1A3 SLC1A6 SLC1A7 SLC25A12 SLC25A13 SLC25A18 SLC25A22 SLC25A32 SLC25A47 SLC27A1 SLC33A1 SLC38A3 SLC38A5 SLC38A6 SLC38A7 SLC38A9 SLC46A1 SLC5A6 SLC7A11 TAP1 TAP2 GOMF_AMIDINE_LYASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_AMIDINE_LYASE_ACTIVITY ADSL ASL CHAC1 CHAC2 GGACT GGCT PAM GOMF_AMINE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_AMINE_BINDING DRD4 HTR1A HTR1B HTR1E HTR1F HTR2A HTR2B HTR2C HTR3A HTR5A SLC6A3 SLC6A4 GOMF_AMINE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_AMINE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY AQP8 RHAG SLC22A16 SLC22A2 SLC44A1 SLC44A2 GOMF_AMINOACYLASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_AMINOACYLASE_ACTIVITY ACY1 ACY3 ASPA CAT DARS1 PM20D1 GOMF_AMINOACYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_AMINOACYLTRANSFERASE_ACTIVITY AKTIP AMFR ANAPC11 ANAPC4 ANKIB1 AREL1 ARIH1 ARIH2 ASB1 ASB12 ASB2 ASB4 ATE1 ATG10 ATG16L1 ATG3 ATG5 BARD1 BCOR BFAR BIRC2 BIRC3 BIRC6 BIRC7 BIRC8 BRAP BRCA1 BSPRY BTRC C10orf90 C18orf25 CBL CBLB CBLC CBLL1 CBLL2 CBX4 CCAR1 CCNB1IP1 CDC23 CDC34 CDC42 CHFR CNOT4 COP1 CUL2 CUL3 CUL4A CUL5 CUL9 DCST1 DDB2 DTL DTX1 DTX2 DTX3L DTX4 DZIP3 EGR2 EPB42 ERCC8 F13A1 FANCL FBXL14 FBXL21P FBXL22 FBXL3 FBXL5 FBXL6 FBXO10 FBXO11 FBXO17 FBXO2 FBXO21 FBXO22 FBXO24 FBXO25 FBXO27 FBXO3 FBXO30 FBXO4 FBXO40 FBXO44 FBXO6 FBXO7 FBXO9 FBXW2 FBXW8 G2E3 GGT1 GGT3P GGT5 GGT6 GGT7 GID4 HACE1 HDAC4 HDAC7 HECTD1 HECTD2 HECTD3 HECTD4 HECW1 HECW2 HERC1 HERC2 HERC2P3 HERC3 HERC4 HERC5 HERC6 HLTF HUWE1 IRF2BP1 IRF2BPL ITCH KCMF1 KCTD10 KCTD13 KIAA1586 KLHL13 KLHL20 KLHL21 KLHL42 KLHL9 LMO7 LNX1 LNX2 LONRF1 LONRF2 LONRF3 LRSAM1 LTN1 MAEA MAGEL2 MALT1 MARCHF1 MARCHF11 MARCHF2 MARCHF3 MARCHF4 MARCHF5 MARCHF6 MARCHF8 MARCHF9 MARVELD3 MDM2 MDM4 MED1 MED10 MED11 MED12 MED17 MED18 MED21 MED27 MED30 MED31 MED6 MED7 MED8 MEFV MEX3C MGRN1 MIB1 MIB2 MKRN1 MKRN2 MKRN3 MKRN4P MSL2 MUL1 MYCBP2 MYLIP NCCRP1 NEDD4 NEDD4L NEURL1 NEURL1B NEURL2 NEURL3 NEURL4 NFX1 NHLRC1 NHLRC3 NOSIP NSMCE1 NSMCE2 NT5C2 OBI1 PCGF3 PCGF5 PDZRN3 PELI1 PELI2 PELI3 PEX10 PEX12 PEX2 PIAS1 PIAS2 PIAS3 PIAS4 PJA1 PJA2 PML PPIL2 PPP1R11 PRKN PRPF19 QPCT QPCTL RABGEF1 RAD18 RAG1 RAG2 RANBP2 RBBP6 RBCK1 RBX1 RC3H1 RC3H2 RCHY1 RFFL RFPL1 RFPL2 RFPL3 RFPL4A RFPL4AL1 RFPL4B RFWD3 RING1 RLIM RMND5A RMND5B RNF10 RNF103 RNF11 RNF111 RNF112 RNF113A RNF114 RNF115 RNF121 RNF122 RNF123 RNF125 RNF126 RNF128 RNF13 RNF130 RNF133 RNF135 RNF138 RNF139 RNF14 RNF141 RNF144A RNF144B RNF146 RNF148 RNF149 RNF150 RNF151 RNF152 RNF157 RNF165 RNF166 RNF167 RNF168 RNF169 RNF170 RNF175 RNF180 RNF181 RNF182 RNF183 RNF185 RNF186 RNF187 RNF19A RNF19B RNF2 RNF20 RNF208 RNF212 RNF212B RNF213 RNF214 RNF215 RNF216 RNF217 RNF220 RNF223 RNF225 RNF227 RNF25 RNF26 RNF31 RNF34 RNF38 RNF39 RNF4 RNF40 RNF41 RNF43 RNF44 RNF5 RNF6 RNF7 RNF8 RNFT1 RNFT2 RPGR RSPRY1 SH3RF1 SH3RF2 SH3RF3 SHARPIN SHPRH SIAH1 SIAH2 SIAH3 SMURF1 SMURF2 STUB1 SYVN1 TAF1 TGM1 TGM2 TGM3 TGM4 TGM5 TGM6 TGM7 TMEM129 TNFAIP1 TNFAIP3 TOPORS TRAF2 TRAF3 TRAF3IP2 TRAF6 TRAF7 TRAIP TRIM10 TRIM11 TRIM13 TRIM14 TRIM15 TRIM17 TRIM2 TRIM21 TRIM22 TRIM23 TRIM24 TRIM25 TRIM26 TRIM27 TRIM28 TRIM3 TRIM31 TRIM32 TRIM33 TRIM34 TRIM35 TRIM36 TRIM37 TRIM38 TRIM39 TRIM4 TRIM40 TRIM41 TRIM43 TRIM43B TRIM44 TRIM45 TRIM47 TRIM48 TRIM49 TRIM49B TRIM49C TRIM49D1 TRIM49D2 TRIM5 TRIM50 TRIM51 TRIM51G TRIM52 TRIM54 TRIM55 TRIM56 TRIM58 TRIM59 TRIM6 TRIM60 TRIM61 TRIM62 TRIM63 TRIM64 TRIM64B TRIM64C TRIM65 TRIM68 TRIM69 TRIM7 TRIM71 TRIM72 TRIM73 TRIM74 TRIM75 TRIM77 TRIM8 TRIM9 TRIML1 TRIML2 TRIP12 TSPAN17 TTC3 UBA3 UBA7 UBE2A UBE2B UBE2C UBE2D1 UBE2D2 UBE2D3 UBE2D4 UBE2E1 UBE2E2 UBE2E3 UBE2F UBE2G1 UBE2G2 UBE2H UBE2I UBE2J1 UBE2J2 UBE2K UBE2L3 UBE2L5 UBE2L6 UBE2M UBE2N UBE2NL UBE2O UBE2Q1 UBE2Q2 UBE2QL1 UBE2R2 UBE2S UBE2T UBE2U UBE2W UBE2Z UBE3A UBE3B UBE3C UBE3D UBE4A UBE4B UBL4A UBOX5 UBR1 UBR2 UBR3 UBR4 UBR5 UBR7 UFC1 UFL1 UHRF1 UHRF2 VHL VPS11 VPS18 WDR24 WDSUB1 WSB1 WWP1 WWP2 XIAP ZBED1 ZFP91 ZMIZ1 ZMIZ2 ZNF451 ZNF598 ZNF738 ZNRF1 ZNRF2 ZNRF3 ZNRF4 ZSWIM2 GOMF_AMINOACYL_TRNA_EDITING_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_AMINOACYL_TRNA_EDITING_ACTIVITY AARS1 AARS2 AARSD1 DTD1 DTD2 IARS1 IARS2 LARS1 LARS2 PRORSD1P TARS2 VARS1 VARS2 GOMF_AMINOACYL_TRNA_HYDROLASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_AMINOACYL_TRNA_HYDROLASE_ACTIVITY ETF1 MRPL58 PTRH1 PTRH2 PTRHD1 GOMF_AMINOPEPTIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_AMINOPEPTIDASE_ACTIVITY ACTMAP ANPEP AOPEP BLMH CTSH DNPEP DPP3 DPP4 DPP7 DPP8 DPP9 ENPEP ERAP1 ERAP2 F11 JMJD7 KDM8 LAP3 LNPEP LTA4H LVRN METAP1 METAP1D METAP2 MMP14 MMP15 MMP16 MMP17 NAALADL1 NPEPL1 NPEPPS NPEPPSP1 PEPD RNPEP RNPEPL1 TPP2 TRHDE XPNPEP1 XPNPEP2 XPNPEP3 GOMF_AMINOPHOSPHOLIPID_FLIPPASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_AMINOPHOSPHOLIPID_FLIPPASE_ACTIVITY ATP11A ATP11C ATP8A1 ATP8A2 ATP8B1 TMEM30A TMEM30B GOMF_AMINO_ACID_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_AMINO_ACID_BINDING AARS1 AGXT ASS1 CAD CASR CASTOR1 CASTOR2 CPS1 DDAH1 DDAH2 GAD2 GCLC GLDC GLRA1 GLRA2 GLRA3 GLRB GLUD1 GLUD2 GNMT GPR143 GRIN1 GRIN2B GRIN2D GRIN3A GRIN3B GRM7 KARS1 NOS1 NOS2 NOS3 OTC RARS1 SCLY SESN1 SESN2 SESN3 SHMT1 SHMT2 SLC1A1 SLC1A3 SLC38A9 SLC7A6 SRR TAT TDO2 TH THNSL2 TM4SF5 UBR1 UBR2 YARS2 GOMF_AMINO_ACID_MONOATOMIC_CATION_ANTIPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_AMINO_ACID_MONOATOMIC_CATION_ANTIPORTER_ACTIVITY SLC25A12 SLC25A13 SLC32A1 SLC38A3 SLC38A5 GOMF_AMINO_ACID_MONOATOMIC_CATION_SYMPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_AMINO_ACID_MONOATOMIC_CATION_SYMPORTER_ACTIVITY SLC1A1 SLC1A2 SLC1A3 SLC1A6 SLC1A7 SLC25A18 SLC25A22 SLC32A1 SLC36A1 SLC36A2 SLC36A3 SLC38A1 SLC38A2 SLC38A3 SLC38A4 SLC38A7 SLC6A1 SLC6A11 SLC6A12 SLC6A13 SLC6A14 SLC6A15 SLC6A18 SLC6A20 SLC6A5 SLC6A6 SLC6A7 SLC6A8 SLC6A9 GOMF_AMINO_ACID_PROTON_SYMPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_AMINO_ACID_PROTON_SYMPORTER_ACTIVITY SLC25A18 SLC25A22 SLC32A1 SLC36A1 SLC36A2 SLC36A3 GOMF_AMINO_ACID_SODIUM_SYMPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_AMINO_ACID_SODIUM_SYMPORTER_ACTIVITY SLC1A1 SLC1A2 SLC1A3 SLC1A6 SLC1A7 SLC38A1 SLC38A2 SLC38A3 SLC38A4 SLC38A7 SLC6A1 SLC6A11 SLC6A12 SLC6A13 SLC6A14 SLC6A15 SLC6A18 SLC6A20 SLC6A5 SLC6A6 SLC6A7 SLC6A8 SLC6A9 GOMF_AMINO_ACID_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_AMINO_ACID_TRANSMEMBRANE_TRANSPORTER_ACTIVITY CTNS MFSD12 NHERF1 PDPN SERINC3 SERINC5 SFXN1 SFXN2 SFXN3 SLC15A4 SLC16A10 SLC16A2 SLC17A6 SLC17A7 SLC17A8 SLC1A1 SLC1A2 SLC1A3 SLC1A4 SLC1A5 SLC1A6 SLC1A7 SLC22A2 SLC22A4 SLC25A12 SLC25A13 SLC25A15 SLC25A18 SLC25A2 SLC25A22 SLC25A26 SLC25A29 SLC25A38 SLC25A44 SLC32A1 SLC36A1 SLC36A2 SLC36A3 SLC36A4 SLC38A1 SLC38A10 SLC38A11 SLC38A2 SLC38A3 SLC38A4 SLC38A5 SLC38A6 SLC38A7 SLC38A8 SLC38A9 SLC3A1 SLC3A2 SLC43A1 SLC43A2 SLC47A1 SLC66A1 SLC66A1L SLC6A1 SLC6A11 SLC6A12 SLC6A13 SLC6A14 SLC6A15 SLC6A18 SLC6A19 SLC6A20 SLC6A5 SLC6A6 SLC6A7 SLC6A8 SLC6A9 SLC7A1 SLC7A10 SLC7A11 SLC7A13 SLC7A14 SLC7A2 SLC7A3 SLC7A4 SLC7A5 SLC7A6 SLC7A7 SLC7A8 SLC7A9 TSPO2 UCP2 GOMF_AMMONIA_LYASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_AMMONIA_LYASE_ACTIVITY FTCD HAL SDS SDSL SRR GOMF_AMMONIUM_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_AMMONIUM_TRANSMEMBRANE_TRANSPORTER_ACTIVITY AQP1 AQP8 RHAG RHBG RHCE RHCG RHD SLC12A2 SLC12A4 SLC12A5 SLC12A6 SLC12A7 GOMF_AMP_ACTIVATED_PROTEIN_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_AMP_ACTIVATED_PROTEIN_KINASE_ACTIVITY PRKAA1 PRKAA2 PRKAB2 PRKACA PRKACB PRKACG PRKAG2 PRKAG3 GOMF_AMP_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_AMP_BINDING ACSS1 ACSS2 AK8 APRT CFAP45 CYB5R3 FBP1 MPPED2 PFKL PFKM PFKP PRKAG1 PRKAG2 PRKAG3 PYGL GOMF_AMYLASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_AMYLASE_ACTIVITY AMY1A AMY1B AMY1C AMY2A AMY2B MGAM GOMF_AMYLOID_BETA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_AMYLOID_BETA_BINDING ACHE ADRB2 AGER APBA1 APBA2 APBA3 APBB1 APBB2 APBB3 APOA1 APOE ARMCX5-GPRASP2 ATP1A3 BACE1 BCHE C1QA CACNA1A CACNA1B CALCR CD36 CD74 CHRNA7 CLSTN1 CLSTN2 CLSTN3 CLU COL25A1 CRYAB CST3 DLGAP3 EPHA4 EPHB2 FBXO2 FCGR2B FPR2 FZD4 FZD5 FZD6 GPRASP2 GRIA1 GRIA2 GRIA3 GRIA4 GRIN1 GRIN2A GRIN2B GSAP HSPG2 IAPP INSR ITGA2 ITGAM ITGB2 ITM2A ITM2B ITM2C KIR3DL1 LDLR LDLRAD3 LDLRAP1 LILRB1 LILRB2 LILRB3 LRP1 LRP8 LRPAP1 MAPK8IP2 MARCO MSR1 NGFR NLGN1 PFDN1 PFDN2 PFDN4 PFDN5 PFDN6 PGRMC1 PICALM PRNP RAMP3 SCARB1 SORL1 TGFB2 TLR2 TLR4 TLR6 TM2D1 TREM2 VBP1 GOMF_ANAPHASE_PROMOTING_COMPLEX_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ANAPHASE_PROMOTING_COMPLEX_BINDING CCNF CDC20 CDC20B CLSPN FBXO5 FZR1 PLK1 PTEN UBE2S GOMF_ANDROGEN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ANDROGEN_BINDING ALDH1A1 AR SHBG SLC39A9 TSPO GOMF_ANDROSTAN_3_ALPHA_17_BETA_DIOL_DEHYDROGENASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ANDROSTAN_3_ALPHA_17_BETA_DIOL_DEHYDROGENASE_ACTIVITY AKR1C1 AKR1C2 AKR1C3 AKR1C4 DHRS9 HSD17B10 HSD17B6 RDH16 RDH5 GOMF_ANGIOTENSIN_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ANGIOTENSIN_RECEPTOR_ACTIVITY AGTR1 AGTR2 AGTRAP MAS1 MAS1L GOMF_ANGIOTENSIN_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ANGIOTENSIN_RECEPTOR_BINDING AGT ARAP1 ARRB1 ARRB2 BDKRB2 EDNRB JAK2 TYK2 ZBTB16 GOMF_ANKYRIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ANKYRIN_BINDING CACNA1D CDH1 FLNC KCNJ11 KCNQ2 KCTD6 NRCAM OBSCN PLEC PTPRC RHAG RHBG RHCG SCN5A SLC4A1 SLC8A1 SPTB SPTBN1 SPTBN4 GOMF_ANKYRIN_REPEAT_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ANKYRIN_REPEAT_BINDING HIF1AN KIF21A RELA SHANK1 TERF1 TNKS1BP1 GOMF_ANNEALING_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ANNEALING_ACTIVITY BLM DDX3X FMR1 FXR1 RAD54L RECQL RECQL4 SMARCA1 SMARCAL1 TP53 ZRANB3 GOMF_ANTIGEN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ANTIGEN_BINDING ABO B2M CD1A CD1B CD1C CD1D CD1E CD209 CD40 CLEC4M DHCR24 EP400 FCGRT FCN1 FCN2 FCN3 GP2 HFE HLA-A HLA-B HLA-C HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G HLA-H IGHA1 IGHA2 IGHD IGHE IGHG1 IGHG2 IGHG3 IGHG4 IGHM IGHV1-18 IGHV1-24 IGHV1-3 IGHV1-45 IGHV1-58 IGHV1-69 IGHV1-69-2 IGHV1-69D IGHV2-26 IGHV2-5 IGHV2-70 IGHV2-70D IGHV3-11 IGHV3-13 IGHV3-15 IGHV3-16 IGHV3-20 IGHV3-21 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-35 IGHV3-38 IGHV3-43 IGHV3-48 IGHV3-49 IGHV3-53 IGHV3-64 IGHV3-64D IGHV3-66 IGHV3-7 IGHV3-72 IGHV3-73 IGHV3-74 IGHV4-28 IGHV4-31 IGHV4-34 IGHV4-39 IGHV4-4 IGHV4-59 IGHV4-61 IGHV5-10-1 IGHV5-51 IGHV6-1 IGHV7-4-1 IGHV7-81 IGHV8-51-1 IGKC IGKV1-16 IGKV1-17 IGKV1-39 IGKV1-5 IGKV1D-12 IGKV1D-33 IGKV1D-39 IGKV2-30 IGKV2D-28 IGKV3-15 IGKV3-20 IGKV4-1 IGKV5-2 IGLC1 IGLC2 IGLC3 IGLC6 IGLC7 IGLL1 IGLL5 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-51 IGLV2-11 IGLV2-14 IGLV2-23 IGLV2-8 IGLV3-1 IGLV3-19 IGLV3-21 IGLV3-25 IGLV3-27 IGLV6-57 IGLV7-43 IL7R ITGA4 JCHAIN KIR2DL3 KLRC1 KLRC2 KLRD1 LAG3 LILRA1 LILRA2 MAML1 MICA MICB NCR3LG1 PLG PPP2R1A SIRPA SLAMF1 SLC7A5 SLC7A8 SLC7A9 SPON2 TAP1 TAP2 TAPBP TGFB1 TOPORS TRAV12-1 TRAV12-2 TRAV12-3 TRAV19 TRAV23DV6 TRAV29DV5 TRAV8-4 TRBV12-3 TRBV28 TRBV7-9 TRGV3 TRGV9 TSPAN4 GOMF_ANTIOXIDANT_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ANTIOXIDANT_ACTIVITY ALB ALOX5AP APOA4 APOE APOM CAT CLIC2 CYGB DUOX1 DUOX2 EPX FABP1 GPX1 GPX2 GPX3 GPX4 GPX5 GPX6 GPX7 GPX8 GSR GSTA1 GSTK1 GSTM2 GSTO1 GSTO2 GSTP1 GSTT1 GSTZ1 HBA1 HBA2 HBB HBD HBE1 HBG1 HBG2 HBM HBQ1 HBZ HP IPCEF1 KDM3B LPO LTC4S MGST1 MGST2 MGST3 MPO MT3 NQO1 NXN PARK7 PRDX1 PRDX2 PRDX3 PRDX4 PRDX5 PRDX6 PRXL2A PTGES PTGS1 PTGS2 PXDN PXDNL S100A9 SELENOF SELENOS SELENOT SELENOW SESN2 SOD1 SOD2 SOD3 SRXN1 TP53INP1 TPO TXN TXNDC17 TXNDC2 TXNRD1 TXNRD2 TXNRD3 UBIAD1 GOMF_ANTIPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ANTIPORTER_ACTIVITY CHP1 CLCN3 CLCN4 CLCN5 CLCN6 CLCN7 GHITM LETM1 SLC11A1 SLC17A6 SLC17A7 SLC18A1 SLC18A2 SLC18A3 SLC18B1 SLC19A1 SLC1A5 SLC22A11 SLC22A6 SLC22A8 SLC24A1 SLC24A2 SLC24A3 SLC24A4 SLC24A5 SLC25A1 SLC25A10 SLC25A11 SLC25A12 SLC25A13 SLC25A14 SLC25A15 SLC25A16 SLC25A17 SLC25A19 SLC25A2 SLC25A21 SLC25A23 SLC25A24 SLC25A25 SLC25A26 SLC25A30 SLC25A31 SLC25A4 SLC25A5 SLC25A6 SLC26A1 SLC26A10P SLC26A11 SLC26A2 SLC26A3 SLC26A4 SLC26A5 SLC26A6 SLC26A7 SLC26A8 SLC26A9 SLC30A1 SLC30A10 SLC30A2 SLC30A3 SLC30A4 SLC30A5 SLC30A6 SLC30A8 SLC30A9 SLC32A1 SLC35A1 SLC35A2 SLC35A3 SLC35A5 SLC35B1 SLC35B2 SLC35B3 SLC35C1 SLC35C2 SLC35D1 SLC35D2 SLC35D3 SLC35E1 SLC35E2A SLC35E2B SLC35E3 SLC35E4 SLC37A1 SLC37A2 SLC37A3 SLC37A4 SLC38A3 SLC38A5 SLC3A2 SLC41A1 SLC41A3 SLC44A1 SLC44A2 SLC44A4 SLC44A5 SLC47A1 SLC47A2 SLC4A1 SLC4A10 SLC4A11 SLC4A2 SLC4A3 SLC4A4 SLC4A5 SLC4A7 SLC4A8 SLC4A9 SLC6A4 SLC7A11 SLC7A13 SLC7A5 SLC7A6 SLC7A8 SLC7A9 SLC8A1 SLC8A2 SLC8A3 SLC8B1 SLC9A1 SLC9A2 SLC9A3 SLC9A4 SLC9A5 SLC9A6 SLC9A7 SLC9A8 SLC9A9 SLC9B1 SLC9B1P1 SLC9B2 SLC9C1 SLC9C2 TMCO3 TMEM241 UCP2 GOMF_APOLIPOPROTEIN_A_I_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_APOLIPOPROTEIN_A_I_BINDING ABCA1 HSPD1 LCAT SCARB1 TREM2 GOMF_APOLIPOPROTEIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_APOLIPOPROTEIN_BINDING ABCA1 HSPD1 LCAT LILRB4 LIPC LPA LPL LRP1 LRP4 LRP8 MAPT MTTP PCSK9 PLG SCARB1 TREM2 VLDLR GOMF_APOLIPOPROTEIN_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_APOLIPOPROTEIN_RECEPTOR_BINDING ABCA12 APOA1 APOA2 CDC42 KIF5C NR1H2 PCSK9 GOMF_AP_1_ADAPTOR_COMPLEX_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_AP_1_ADAPTOR_COMPLEX_BINDING AP1AR LDLRAP1 RAB32 RAB38 SIDT2 GOMF_AP_2_ADAPTOR_COMPLEX_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_AP_2_ADAPTOR_COMPLEX_BINDING AAK1 BMP2K FCHO1 HIP1 LDLRAP1 LMBRD1 RAB32 RAB38 SIDT2 TBC1D5 GOMF_ARACHIDONATE_COA_LIGASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ARACHIDONATE_COA_LIGASE_ACTIVITY ACSBG2 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 SLC27A1 SLC27A2 SLC27A3 SLC27A4 SLC27A6 GOMF_ARACHIDONIC_ACID_MONOOXYGENASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ARACHIDONIC_ACID_MONOOXYGENASE_ACTIVITY CYP1A1 CYP2A13 CYP2A6 CYP2A7 CYP2B6 CYP2C18 CYP2C19 CYP2C8 CYP2C9 CYP2E1 CYP2F1 CYP2J2 CYP2S1 CYP4A11 CYP4A22 CYP4F12 CYP4F2 CYP4Z1 GOMF_ARGININE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ARGININE_BINDING CASTOR1 CASTOR2 NOS1 NOS2 NOS3 RARS1 SLC38A9 SLC7A6 TM4SF5 GOMF_ARMADILLO_REPEAT_DOMAIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ARMADILLO_REPEAT_DOMAIN_BINDING AXIN1 CNOT1 CTNNBIP1 LEF1 STRN STRN3 STRN4 TCF7L2 GOMF_AROMATASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_AROMATASE_ACTIVITY CYP19A1 CYP1A1 CYP1A2 CYP1B1 CYP26C1 CYP2A13 CYP2A7 CYP2C18 CYP2C19 CYP2C8 CYP2C9 CYP2D7 CYP2E1 CYP2F1 CYP3A4 CYP3A43 CYP3A5 CYP3A7 CYP4A11 CYP4B1 CYP4F11 CYP4F12 CYP4F2 CYP4F3 CYP4F8 CYP4Z1 GOMF_AROMATIC_AMINO_ACID_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_AROMATIC_AMINO_ACID_TRANSMEMBRANE_TRANSPORTER_ACTIVITY SLC15A4 SLC16A10 SLC36A4 SLC38A3 SLC38A5 SLC3A2 SLC43A2 SLC6A14 SLC7A1 SLC7A5 GOMF_ARP2_3_COMPLEX_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ARP2_3_COMPLEX_BINDING AVIL CORO1B DNAI3 GMFB GMFG IQGAP2 JMY NCKIPSD PICK1 SNX9 WASF1 WASF2 WASF3 WHAMM GOMF_ARRESTIN_FAMILY_PROTEIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ARRESTIN_FAMILY_PROTEIN_BINDING ARRB1 ARRDC1 CHRM2 DRD1 GPR135 GPR61 GPR62 ITCH SLC9A5 GOMF_ARYLESTERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ARYLESTERASE_ACTIVITY APMAP CA1 CA2 PON1 PON2 PON3 GOMF_ARYLSULFATASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ARYLSULFATASE_ACTIVITY ARSA ARSB ARSD ARSF ARSG ARSH ARSI ARSJ ARSK ARSL GALNS STS SULF1 SULF2 GOMF_ARYL_HYDROCARBON_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ARYL_HYDROCARBON_RECEPTOR_BINDING AIP ARNT ARNT2 BMAL1 NCOA2 TAF4 TAF6 TBP GOMF_ARYL_SULFOTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ARYL_SULFOTRANSFERASE_ACTIVITY SULT1A1 SULT1A2 SULT1A3 SULT1A4 SULT1B1 SULT1C2 SULT1C3 SULT1C4 SULT1E1 GOMF_ASPARTIC_ENDOPEPTIDASE_ACTIVITY_INTRAMEMBRANE_CLEAVING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ASPARTIC_ENDOPEPTIDASE_ACTIVITY_INTRAMEMBRANE_CLEAVING HM13 NCSTN PSEN1 PSEN2 SPPL2A SPPL2B SPPL2C SPPL3 GOMF_ASPARTIC_TYPE_ENDOPEPTIDASE_INHIBITOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ASPARTIC_TYPE_ENDOPEPTIDASE_INHIBITOR_ACTIVITY BIN1 CRB2 GAPDH NLRP7 PRNP ROCK1 WFDC2 GOMF_ASPARTIC_TYPE_PEPTIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ASPARTIC_TYPE_PEPTIDASE_ACTIVITY ASPRV1 ASTL BACE1 BACE2 CASP3 CASP7 CTSD CTSE DDI1 DDI2 HM13 NAPSA NCSTN NRIP2 NRIP3 PGA3 PGA4 PGA5 PGC PIP PSEN1 PSEN2 REN SPPL2A SPPL2B SPPL2C SPPL3 GOMF_ATPASE_ACTIVATOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ATPASE_ACTIVATOR_ACTIVITY AHSA1 AHSA2P ATP1B1 ATP1B2 ATP1B3 ATP4B ATP6AP1 DNAJA1 DNAJA2 DNAJB1 DNAJB2 DNAJB4 DNAJB6 DNAJC1 DNAJC10 DNAJC15 DNAJC19 DNAJC2 DNAJC24 DNAJC7 FXYD2 GTF2H4 HSCB MYBPC3 NKRF TOR1AIP1 TOR1AIP2 GOMF_ATPASE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ATPASE_BINDING ABCA1 ADCY10 ALDOB ANK1 ANK2 AR ATP1B1 ATP1B2 ATP1B3 ATP5IF1 ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V1E1 ATP6V1G1 ATP6V1G3 ATXN3 BBC3 BRSK2 CAV1 CHMP4A CLPP DERL1 DNAJB1 DNAJC10 EGFR ESR1 EZR FBL FXYD3 GABARAPL2 HRC LCK LHCGR METTL21A NCSTN NKAIN1 NKD2 NOP58 NPLOC4 NR1H2 NUFIP1 PDE4D PEX19 PEX26 PGR PIH1D1 PKD2 PLN PPP3CA PSEN1 PTPN3 RALA RALB RDX RUVBL1 RUVBL2 S100A1 SDF2L1 SELENOS SLC26A9 SLC2A13 SLN SNTA1 SNU13 SNURF SNX10 SRC SVIP SYVN1 TAF9 TCIRG1 TMEM106B TMTC4 TOR1AIP1 TOR1AIP2 TRPC1 TRPC5 TUNAR UBXN1 USP25 VCPKMT WFS1 ZNHIT6 GOMF_ATPASE_COUPLED_INORGANIC_ANION_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ATPASE_COUPLED_INORGANIC_ANION_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ABCC1 ABCC10 ABCC11 ABCC2 ABCC3 ABCC4 ABCC5 ABCC6 ABCC9 CFTR GOMF_ATPASE_COUPLED_INTRAMEMBRANE_LIPID_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ATPASE_COUPLED_INTRAMEMBRANE_LIPID_TRANSPORTER_ACTIVITY ABCA1 ABCA12 ABCA2 ABCA3 ABCA4 ABCA7 ABCB1 ABCB4 ABCG1 ATP10A ATP10B ATP10D ATP11A ATP11B ATP11C ATP8A1 ATP8A2 ATP8B1 ATP8B2 ATP8B3 ATP8B4 ATP9A ATP9B MFSD2A RFT1 TMEM30A TMEM30B GOMF_ATPASE_COUPLED_ION_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ATPASE_COUPLED_ION_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ATP5F1B ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1C2 ATP6V1D ATP6V1E1 ATP6V1E2 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1G3 ATP6V1H TCIRG1 GOMF_ATPASE_COUPLED_LIPID_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ATPASE_COUPLED_LIPID_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ABCA12 ABCB11 ABCC1 ABCC11 ABCC3 ABCC4 ABCD1 ABCG1 ABCG4 GOMF_ATPASE_COUPLED_MONOATOMIC_CATION_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ATPASE_COUPLED_MONOATOMIC_CATION_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ABCC8 ABCC9 ATP12A ATP13A1 ATP13A2 ATP13A3 ATP13A4 ATP13A5 ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP2A1 ATP2A2 ATP2A3 ATP2B1 ATP2B2 ATP2B3 ATP2B4 ATP2C1 ATP2C2 ATP4A ATP4B ATP5F1B ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1C2 ATP6V1D ATP6V1E1 ATP6V1E2 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1G3 ATP6V1H ATP7A ATP7B ATP8A1 KCNJ11 KCNJ8 TCIRG1 GOMF_ATPASE_COUPLED_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ATPASE_COUPLED_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ABCA1 ABCA10 ABCA12 ABCA13 ABCA2 ABCA3 ABCA4 ABCA5 ABCA6 ABCA7 ABCA8 ABCA9 ABCB1 ABCB10 ABCB11 ABCB4 ABCB5 ABCB6 ABCB7 ABCB8 ABCB9 ABCC1 ABCC10 ABCC11 ABCC12 ABCC2 ABCC3 ABCC4 ABCC5 ABCC6 ABCC8 ABCC9 ABCD1 ABCD2 ABCD3 ABCD4 ABCG1 ABCG2 ABCG4 ABCG5 ABCG8 ATP12A ATP13A1 ATP13A2 ATP13A3 ATP13A4 ATP13A5 ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP2A1 ATP2A2 ATP2A3 ATP2B1 ATP2B2 ATP2B3 ATP2B4 ATP2C1 ATP2C2 ATP4A ATP4B ATP5F1B ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1C2 ATP6V1D ATP6V1E1 ATP6V1E2 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1G3 ATP6V1H ATP7A ATP7B ATP8A1 CFTR KCNJ11 KCNJ8 RALBP1 TAP1 TAP2 TCIRG1 TOMM20 GOMF_ATPASE_INHIBITOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ATPASE_INHIBITOR_ACTIVITY ATP5IF1 FNIP1 FNIP2 PLN TSC1 GOMF_ATPASE_REGULATOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ATPASE_REGULATOR_ACTIVITY AHSA1 AHSA2P ATP1B1 ATP1B2 ATP1B3 ATP4B ATP5IF1 ATP6AP1 BAG1 BAG2 BAG3 BAG4 BAG5 BRSK2 CCAR2 DNAJA1 DNAJA2 DNAJB1 DNAJB2 DNAJB4 DNAJB6 DNAJC1 DNAJC10 DNAJC15 DNAJC19 DNAJC2 DNAJC24 DNAJC7 FNIP1 FNIP2 FXYD2 GRPEL1 GRPEL2 GTF2H4 HSCB HSPA4 HSPA4L HSPBP1 HSPH1 HYOU1 KATNB1 MYBPC3 NKRF PFN1 PLN SIL1 TOR1AIP1 TOR1AIP2 TSC1 GOMF_ATP_ACTIVATED_INWARD_RECTIFIER_POTASSIUM_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ATP_ACTIVATED_INWARD_RECTIFIER_POTASSIUM_CHANNEL_ACTIVITY ABCC8 ABCC9 KCNJ1 KCNJ10 KCNJ11 KCNJ8 GOMF_ATP_ADP_ANTIPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ATP_ADP_ANTIPORTER_ACTIVITY SLC25A31 SLC25A4 SLC25A5 SLC25A6 SLC35B1 GOMF_ATP_DEPENDENT_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ATP_DEPENDENT_ACTIVITY ABCA1 ABCA10 ABCA12 ABCA13 ABCA2 ABCA3 ABCA4 ABCA5 ABCA6 ABCA7 ABCA8 ABCA9 ABCB1 ABCB10 ABCB11 ABCB4 ABCB5 ABCB6 ABCB7 ABCB8 ABCB9 ABCC1 ABCC10 ABCC11 ABCC12 ABCC2 ABCC3 ABCC4 ABCC5 ABCC6 ABCC8 ABCC9 ABCD1 ABCD2 ABCD3 ABCD4 ABCE1 ABCF1 ABCF2 ABCF3 ABCG1 ABCG2 ABCG4 ABCG5 ABCG8 ACIN1 ACSBG1 ACSBG2 ACSF2 ACSF3 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 ACSM1 ACSM2A ACSM2B ACSM3 ACSM4 ACSM5 ACSM6 ACTC1 AFG1L AFG3L2 AK6 AK9 ALPL APPBP2 AQR ASCC3 ATAD1 ATAD2 ATAD2B ATAD3A ATAD3B ATAD3C ATAD5 ATF7IP ATG7 ATP10A ATP10B ATP10D ATP11A ATP11B ATP11C ATP12A ATP13A1 ATP13A2 ATP13A3 ATP13A4 ATP13A5 ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP2A1 ATP2A2 ATP2A3 ATP2B1 ATP2B2 ATP2B3 ATP2B4 ATP2C1 ATP2C2 ATP4A ATP4B ATP5F1A ATP5F1B ATP5F1C ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1C2 ATP6V1D ATP6V1E1 ATP6V1E2 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1G3 ATP6V1H ATP7A ATP7B ATP8A1 ATP8A2 ATP8B1 ATP8B2 ATP8B3 ATP8B4 ATP9A ATP9B ATRX BCS1L BLM BPTF BRIP1 BTAF1 C10orf88 CARNS1 CCT2 CCT3 CCT4 CCT5 CCT6A CCT6B CCT7 CCT8 CCT8L1P CCT8L2 CDC6 CDK7 CECR2 CENPE CFTR CHD1 CHD1L CHD2 CHD3 CHD4 CHD5 CHD6 CHD7 CHD8 CHD9 CHTF18 CHTF8 CLPB CLPP CLPX CLU COQ8B DDX1 DDX10 DDX11 DDX11L8 DDX12P DDX17 DDX18 DDX19A DDX19B DDX20 DDX21 DDX23 DDX24 DDX25 DDX27 DDX28 DDX31 DDX39A DDX39B DDX3X DDX3Y DDX4 DDX41 DDX42 DDX43 DDX46 DDX47 DDX49 DDX5 DDX50 DDX51 DDX52 DDX53 DDX54 DDX55 DDX56 DDX59 DDX6 DDX60 DDX60L DHX15 DHX16 DHX29 DHX30 DHX32 DHX33 DHX34 DHX35 DHX36 DHX37 DHX38 DHX40 DHX57 DHX58 DHX8 DHX9 DICER1 DMC1 DNA2 DNAH1 DNAH10 DNAH11 DNAH12 DNAH14 DNAH17 DNAH2 DNAH3 DNAH5 DNAH6 DNAH7 DNAH8 DNAH9 DNAI2 DNAL4 DNHD1 DQX1 DSCC1 DYNC1H1 DYNC1I1 DYNC1I2 DYNC2H1 DYNLRB1 DYNLRB2 EIF4A1 EIF4A2 EIF4A3 EP400 ERCC2 ERCC3 ERCC6 ERCC6L ERCC6L2 FANCM FBH1 FIGN FIGNL1 FIGNL2 G3BP1 GET3 GPN1 HELB HELLS HELQ HELZ HELZ2 HFM1 HLTF HSP90AA1 HSP90AA2P HSP90AA4P HSP90AA5P HSP90AB1 HSP90AB2P HSP90AB3P HSP90AB4P HSP90B1 HSP90B2P HSPA13 HSPA14 HSPA1A HSPA1B HSPA1L HSPA2 HSPA4 HSPA4L HSPA5 HSPA6 HSPA7 HSPA8 HSPA9 HSPD1 HSPH1 HYOU1 IFIH1 IGHMBP2 INO80 IQCA1 IQCA1L KATNA1 KATNAL1 KATNAL2 KCNJ11 KCNJ8 KIF11 KIF12 KIF13A KIF13B KIF14 KIF15 KIF16B KIF17 KIF18A KIF18B KIF19 KIF1A KIF1B KIF1C KIF20A KIF20B KIF21A KIF21B KIF22 KIF23 KIF24 KIF25 KIF26A KIF26B KIF27 KIF28P KIF2A KIF2B KIF2C KIF3A KIF3B KIF3C KIF4A KIF4B KIF5A KIF5B KIF5C KIF6 KIF7 KIF9 KIFC1 KIFC2 KIFC3 LONP1 LONP2 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 MCM9 MDN1 MFSD2A MLH1 MLH3 MOCS3 MORC2 MORC3 MORC4 MOV10 MOV10L1 MRE11 MSH2 MSH3 MSH4 MSH5 MSH6 MTREX MYD88 MYH1 MYH10 MYH11 MYH13 MYH14 MYH15 MYH2 MYH3 MYH4 MYH6 MYH7 MYH7B MYH8 MYH9 MYL6 MYO10 MYO15A MYO18A MYO19 MYO1A MYO1B MYO1C MYO1D MYO1E MYO1F MYO1G MYO1H MYO3A MYO3B MYO5A MYO5B MYO5C MYO6 MYO7A MYO7B MYO9A MYO9B NAE1 NAIP NAV1 NAV2 NAV3 NLRP1 NLRP10 NLRP3 NSF NTPCR NUBP1 NUBP2 NUBPL NVL OLA1 ORC1 ORC4 PEX1 PEX6 PFN2 PIF1 PMS1 PMS2 PMS2P1 PMS2P3 PMS2P5 PMS2P6 POLQ PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 RAD17 RAD50 RAD51 RAD51B RAD51C RAD51D RAD54B RAD54L RAD54L2 RALBP1 RBBP4 RECQL RECQL4 RECQL5 RFC1 RFC2 RFC3 RFC4 RFC5 RFT1 RHOBTB3 RIGI RNF213 RSF1 RTEL1 RUVBL1 RUVBL2 SAE1 SETX SHOC1 SHPRH SKIC2 SLC27A1 SLC27A2 SLC27A3 SLC27A4 SLC27A5 SLC27A6 SLFN11 SMARCA1 SMARCA2 SMARCA4 SMARCA5 SMARCAD1 SMARCAL1 SMC1A SMC1B SMC2 SMC3 SMC4 SMC5 SMCHD1 SNRNP200 SPAST SPATA5 SPATA5L1 SPG7 SPO11 SRCAP SRP54 SRPRA STARD9 SUPV3L1 SWSAP1 TAP1 TAP2 TCIRG1 TCP1 TDRD12 TDRD9 TMEM30A TMEM30B TOMM20 TOP2A TOP2B TOR1A TOR1B TOR2A TOR3A TOR4A TP53 TRAP1 TRIP13 TTF2 TWNK UBA1 UBA2 UBA3 UBA5 UBA6 UBA7 UPF1 VCP VPS4A VPS4B VPS72 VWA8 WAPL WRN WRNIP1 XRCC2 XRCC3 XRCC5 XRCC6 YME1L1 YTHDC2 ZGRF1 ZNFX1 ZRANB3 GOMF_ATP_DEPENDENT_ACTIVITY_ACTING_ON_DNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ATP_DEPENDENT_ACTIVITY_ACTING_ON_DNA ASCC3 ATAD5 ATRX BLM BPTF BRIP1 BTAF1 CDK7 CECR2 CHD1 CHD1L CHD2 CHD3 CHD4 CHD5 CHD6 CHD7 CHD8 CHD9 CHTF18 CHTF8 DDX1 DDX11 DDX11L8 DDX12P DDX3X DHX30 DHX36 DHX9 DMC1 DNA2 DSCC1 EP400 ERCC2 ERCC3 ERCC6 ERCC6L ERCC6L2 FANCM FBH1 G3BP1 HELB HELLS HELQ HFM1 HLTF IGHMBP2 INO80 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 MCM9 MLH1 MLH3 MRE11 MSH2 MSH3 MSH4 MSH5 MSH6 MYD88 MYO18A NAV2 PIF1 PMS1 PMS2 PMS2P1 PMS2P3 PMS2P5 PMS2P6 POLQ RAD17 RAD50 RAD51 RAD51B RAD51C RAD51D RAD54B RAD54L RAD54L2 RBBP4 RECQL RECQL4 RECQL5 RFC1 RFC2 RFC3 RFC4 RFC5 RSF1 RTEL1 RUVBL1 RUVBL2 SETX SHPRH SMARCA1 SMARCA2 SMARCA4 SMARCA5 SMARCAD1 SMARCAL1 SPO11 SRCAP SUPV3L1 TOP2A TOP2B TTF2 TWNK UPF1 VPS72 WAPL WRN WRNIP1 XRCC2 XRCC3 XRCC5 XRCC6 ZRANB3 GOMF_ATP_DEPENDENT_ACTIVITY_ACTING_ON_RNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ATP_DEPENDENT_ACTIVITY_ACTING_ON_RNA AQR BRIP1 DDX1 DDX10 DDX11 DDX11L8 DDX12P DDX17 DDX18 DDX19A DDX19B DDX20 DDX21 DDX23 DDX24 DDX25 DDX27 DDX28 DDX31 DDX39A DDX39B DDX3X DDX3Y DDX4 DDX41 DDX42 DDX43 DDX46 DDX47 DDX49 DDX5 DDX50 DDX51 DDX52 DDX53 DDX54 DDX55 DDX56 DDX59 DDX6 DDX60 DDX60L DHX15 DHX16 DHX29 DHX30 DHX32 DHX33 DHX34 DHX35 DHX36 DHX37 DHX38 DHX40 DHX57 DHX58 DHX8 DHX9 EIF4A1 EIF4A2 EIF4A3 FANCM G3BP1 IFIH1 IGHMBP2 MOV10 MOV10L1 MTREX PIF1 RAD54B RIGI SKIC2 SNRNP200 SUPV3L1 TDRD12 TDRD9 UPF1 YTHDC2 GOMF_ATP_DEPENDENT_CHROMATIN_REMODELER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ATP_DEPENDENT_CHROMATIN_REMODELER_ACTIVITY ATRX BTAF1 CECR2 CHD1 CHD1L CHD2 CHD3 CHD4 CHD5 CHD6 CHD7 CHD8 CHD9 EP400 ERCC6 ERCC6L ERCC6L2 HELLS HLTF INO80 MYD88 RAD54B RAD54L RAD54L2 RSF1 SHPRH SMARCA1 SMARCA2 SMARCA4 SMARCA5 SMARCAD1 SMARCAL1 SRCAP TTF2 VPS72 ZRANB3 GOMF_ATP_DEPENDENT_DIACYLGLYCEROL_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ATP_DEPENDENT_DIACYLGLYCEROL_KINASE_ACTIVITY AGK DGKA DGKB DGKD DGKE DGKG DGKH DGKI DGKK DGKQ DGKZ GOMF_ATP_DEPENDENT_DNA_DAMAGE_SENSOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ATP_DEPENDENT_DNA_DAMAGE_SENSOR_ACTIVITY DMC1 MLH1 MLH3 MSH2 MSH3 MSH4 MSH5 MSH6 PMS1 PMS2 PMS2P1 PMS2P3 PMS2P5 PMS2P6 RAD51 RAD51B RAD51C RAD51D XRCC2 XRCC3 GOMF_ATP_DEPENDENT_DNA_DNA_ANNEALING_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ATP_DEPENDENT_DNA_DNA_ANNEALING_ACTIVITY RAD54L SMARCA1 SMARCAL1 TP53 ZRANB3 GOMF_ATP_DEPENDENT_PEPTIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ATP_DEPENDENT_PEPTIDASE_ACTIVITY AFG3L2 CLPP CLPX LONP1 LONP2 SPG7 YME1L1 GOMF_ATP_DEPENDENT_PROTEIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ATP_DEPENDENT_PROTEIN_BINDING DDX39B DNAJC5 HSP90AB1 PLK2 PRNP SAE1 GOMF_ATP_DEPENDENT_PROTEIN_DISAGGREGASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ATP_DEPENDENT_PROTEIN_DISAGGREGASE_ACTIVITY CLPB HSPA1A HSPA1B HSPA8 NSF VPS4A GOMF_ATP_DEPENDENT_PROTEIN_FOLDING_CHAPERONE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ATP_DEPENDENT_PROTEIN_FOLDING_CHAPERONE CCT2 CCT3 CCT4 CCT5 CCT6A CCT6B CCT7 CCT8 CCT8L1P CCT8L2 CLPX HSP90AA1 HSP90AA2P HSP90AA4P HSP90AA5P HSP90AB1 HSP90AB2P HSP90AB3P HSP90AB4P HSP90B1 HSP90B2P HSPA13 HSPA14 HSPA1A HSPA1B HSPA1L HSPA2 HSPA4 HSPA4L HSPA5 HSPA6 HSPA7 HSPA8 HSPA9 HSPD1 HSPH1 HYOU1 TCP1 TOR1A TRAP1 GOMF_ATP_GATED_ION_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ATP_GATED_ION_CHANNEL_ACTIVITY CCDC51 CFTR P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX6 P2RX7 GOMF_ATP_HYDROLYSIS_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ATP_HYDROLYSIS_ACTIVITY ABCA1 ABCA10 ABCA12 ABCA13 ABCA2 ABCA3 ABCA4 ABCA5 ABCA6 ABCA7 ABCA8 ABCA9 ABCB1 ABCB10 ABCB11 ABCB4 ABCB5 ABCB6 ABCB7 ABCB8 ABCB9 ABCC1 ABCC10 ABCC11 ABCC12 ABCC2 ABCC3 ABCC4 ABCC5 ABCC6 ABCC8 ABCC9 ABCD1 ABCD2 ABCD3 ABCD4 ABCE1 ABCF1 ABCF2 ABCF3 ABCG1 ABCG2 ABCG4 ABCG5 ABCG8 ACIN1 AFG1L AFG3L2 AK6 AK9 ALPL AQR ASCC3 ATAD1 ATAD2 ATAD2B ATAD3A ATAD3B ATAD3C ATAD5 ATF7IP ATP10A ATP10B ATP10D ATP11A ATP11B ATP11C ATP12A ATP13A1 ATP13A2 ATP13A3 ATP13A4 ATP13A5 ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP2A1 ATP2A2 ATP2A3 ATP2B1 ATP2B2 ATP2B3 ATP2B4 ATP2C1 ATP2C2 ATP4A ATP5F1A ATP5F1B ATP5F1C ATP6V1A ATP6V1G1 ATP6V1G2 ATP6V1H ATP7A ATP7B ATP8A1 ATP8A2 ATP8B1 ATP8B2 ATP8B3 ATP8B4 ATP9A ATP9B ATRX BCS1L BLM BRIP1 BTAF1 C10orf88 CARNS1 CCT2 CCT3 CCT4 CCT5 CCT6A CCT6B CCT7 CCT8 CDC6 CFTR CHD1 CHD1L CHD2 CHD3 CHD4 CHD5 CHD6 CHD7 CHD8 CHD9 CHTF18 CLPB CLPX CLU COQ8B DDX1 DDX10 DDX11 DDX11L8 DDX12P DDX17 DDX18 DDX19A DDX19B DDX20 DDX21 DDX23 DDX24 DDX25 DDX27 DDX28 DDX31 DDX39A DDX39B DDX3X DDX3Y DDX4 DDX41 DDX42 DDX43 DDX46 DDX47 DDX49 DDX5 DDX50 DDX51 DDX52 DDX53 DDX54 DDX55 DDX56 DDX59 DDX6 DDX60 DDX60L DHX15 DHX16 DHX29 DHX30 DHX32 DHX33 DHX34 DHX35 DHX36 DHX37 DHX38 DHX40 DHX57 DHX58 DHX8 DHX9 DMC1 DNA2 DNAH10 DNAH11 DNAH12 DNAH2 DNAH3 DNAH5 DNAH6 DNAH7 DNAH8 DNAH9 DQX1 DYNC1H1 DYNC2H1 EIF4A1 EIF4A2 EIF4A3 ERCC2 ERCC3 ERCC6 ERCC6L FANCM FBH1 FIGN FIGNL1 FIGNL2 G3BP1 GET3 GPN1 HELB HELQ HFM1 HSP90AA1 HSP90AA2P HSP90AA4P HSP90AA5P HSP90AB1 HSP90AB2P HSP90AB3P HSP90AB4P HSP90B1 HSP90B2P HSPA13 HSPA14 HSPA1A HSPA1B HSPA1L HSPA2 HSPA5 HSPA6 HSPA7 HSPA8 HSPA9 HSPD1 IFIH1 IGHMBP2 INO80 IQCA1 IQCA1L KATNA1 KATNAL1 KATNAL2 KIF12 KIF13A KIF13B KIF14 KIF15 KIF16B KIF17 KIF18A KIF18B KIF19 KIF1A KIF1B KIF1C KIF20A KIF20B KIF21A KIF21B KIF22 KIF23 KIF25 KIF26A KIF27 KIF28P KIF2A KIF2B KIF2C KIF3A KIF3B KIF3C KIF5A KIF5B KIF5C KIF6 KIF7 KIF9 KIFC1 KIFC2 LONP1 LONP2 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 MCM9 MDN1 MLH1 MLH3 MORC2 MORC3 MORC4 MOV10 MOV10L1 MSH2 MTREX MYH3 MYH4 MYH8 MYO18A MYO19 MYO1E MYO9B NAIP NAV1 NAV2 NAV3 NLRP1 NLRP10 NLRP3 NSF NTPCR NUBP1 NVL OLA1 ORC1 ORC4 PEX1 PEX6 PFN2 PIF1 PMS1 PMS2 PMS2P1 PMS2P3 PMS2P5 PMS2P6 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 RAD50 RAD51 RAD51B RAD51D RAD54L RAD54L2 RECQL RECQL4 RECQL5 RFC1 RFC2 RFC3 RFC4 RFC5 RHOBTB3 RIGI RNF213 RSF1 RTEL1 RUVBL1 RUVBL2 SHOC1 SKIC2 SLFN11 SMARCA5 SMARCAD1 SMC1A SMC1B SMC2 SMC3 SMC4 SMC5 SMCHD1 SNRNP200 SPAST SPATA5 SPATA5L1 SPG7 SRCAP SRP54 SRPRA SUPV3L1 SWSAP1 TAP1 TAP2 TCP1 TDRD12 TDRD9 TOR1A TOR1B TOR2A TOR3A TOR4A TRAP1 TRIP13 TWNK UPF1 VCP VPS4A VPS4B VWA8 WRN WRNIP1 XRCC5 XRCC6 YME1L1 YTHDC2 GOMF_ATP_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ATP_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ANKH SLC17A9 SLC25A17 SLC25A23 SLC25A24 SLC25A25 SLC25A31 SLC25A4 SLC25A41 SLC25A42 SLC25A5 SLC25A6 SLC35B1 GOMF_AXON_GUIDANCE_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_AXON_GUIDANCE_RECEPTOR_ACTIVITY EPHA7 EPHB1 EPHB2 EPHB3 GFRA3 HMCN2 L1CAM MYOT PTK7 ROBO1 ROBO2 GOMF_AZOLE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_AZOLE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY SLC15A4 SLC19A2 SLC19A3 SLC22A1 SLC22A2 SLC25A19 SLC28A1 SLC28A2 SLC38A3 SLC38A5 SLC44A4 SLC47A1 SLC7A1 GOMF_BASAL_TRANSCRIPTION_MACHINERY_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_BASAL_TRANSCRIPTION_MACHINERY_BINDING AGO1 AGO2 AHR AR BRD4 CCAR2 CDC73 CTDP1 CTR9 DHX9 DRAP1 EDF1 ELOF1 ELP2 ELP4 ERCC1 ERCC4 ERCC5 ESR1 ESRRB FBL FOXF2 GTF2A1 GTF2A2 GTF2B GTF2E2 GTF2F1 HNRNPU LEO1 LLPH NCOA3 NOP58 PAF1 PCF11 PCIF1 RECQL5 RPRD1A RPRD1B RPRD2 RTRAF RUVBL1 RUVBL2 SCAF1 SCAF4 SCAF8 SMYD2 SMYD3 SUPT4H1 TAF1 TAF1L TAF7 TBP TCF4 TP53 URI1 UVSSA WAC WDR43 ZNF326 ZNHIT6 GOMF_BASIC_AMINO_ACID_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_BASIC_AMINO_ACID_TRANSMEMBRANE_TRANSPORTER_ACTIVITY SLC15A4 SLC22A2 SLC25A15 SLC25A2 SLC25A29 SLC38A3 SLC38A4 SLC38A5 SLC38A9 SLC3A1 SLC47A1 SLC66A1 SLC66A1L SLC7A1 SLC7A2 SLC7A3 SLC7A4 SLC7A6 SLC7A7 SLC7A9 GOMF_BENZODIAZEPINE_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_BENZODIAZEPINE_RECEPTOR_ACTIVITY GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRE GABRG1 GABRG2 GABRG3 TSPO GOMF_BENZODIAZEPINE_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_BENZODIAZEPINE_RECEPTOR_BINDING DBI RIMBP3 RIMBP3B RIMBP3C TSPOAP1 GOMF_BETA_1_3_GALACTOSYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_BETA_1_3_GALACTOSYLTRANSFERASE_ACTIVITY B3GALNT1 B3GALT1 B3GALT2 B3GALT4 B3GALT5 B3GNT2 B3GNT3 B3GNT4 B3GNT5 B3GNT6 B3GNT7 B3GNT8 C1GALT1 C1GALT1C1 C1GALT1C1L GOMF_BETA_2_ADRENERGIC_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_BETA_2_ADRENERGIC_RECEPTOR_BINDING AKAP5 GNAS GRIA1 NEDD4 NHERF1 PDE4D GOMF_BETA_2_MICROGLOBULIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_BETA_2_MICROGLOBULIN_BINDING CD1D FCGRT HFE HLA-A HLA-E HLA-F HLA-H MICA MR1 GOMF_BETA_CATENIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_BETA_CATENIN_BINDING ADNP AJAP1 AMER1 AMER2 AMER3 APC APC2 AR ASH2L AXIN1 AXIN2 BCL9 BCL9L BTRC CALCOCO1 CARM1 CBY1 CDH1 CDH2 CDH26 CDH5 CDHR5 CHD8 CTNNA1 CTNNA2 CTNNA3 CTNNBIP1 CTNND1 CTNND2 CXADR DACT1 DACT2 DLG5 DVL1 DVL3 EP300 ESR1 FOXO1 FOXO3 FOXO4 GJA1 GLI3 GRIP1 GSK3B GSKIP HDAC6 KANK1 KDM6B KLF4 LEF1 LZIC MED12 MED12L NHERF1 NHERF2 NR4A2 NUMB PIN1 PRKN PROP1 PSEN1 PTPRJ PTPRK PTPRT PTPRU PXN RNF220 RORA RUVBL2 SALL1 SETD1A SHROOM2 SKP1 SMAD3 SMAD7 SOX17 SOX30 SOX9 SUFU TAX1BP3 TBL1XR1 TCF4 TCF7 TCF7L2 TRPC4 VCL GOMF_BETA_GALACTOSIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_BETA_GALACTOSIDASE_ACTIVITY GBA3 GLB1 GLB1L GLB1L2 GLB1L3 GOMF_BETA_GALACTOSIDE_CMP_ALPHA_2_3_SIALYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_BETA_GALACTOSIDE_CMP_ALPHA_2_3_SIALYLTRANSFERASE_ACTIVITY C20orf173 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST3GAL5 ST3GAL6 GOMF_BETA_GLUCOSIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_BETA_GLUCOSIDASE_ACTIVITY GBA1 GBA2 GBA3 KL LCT LCTL GOMF_BETA_N_ACETYLHEXOSAMINIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_BETA_N_ACETYLHEXOSAMINIDASE_ACTIVITY GM2A HEXA HEXB HEXD OGA GOMF_BETA_TUBULIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_BETA_TUBULIN_BINDING ADNP APPL1 ARL8A ARL8B BBS4 BCAS3 CCT5 CDK5R1 DLEC1 DNAI7 EMD EML4 FGF13 GABARAP GABARAPL1 GABARAPL2 GJB6 HDAC6 HTT IFT74 LRPPRC MAP1S NDEL1 PACRG PDCD5 PEX14 PIFO RACGAP1 RGS2 SLC6A2 SMC3 SPAST SYT11 TAOK1 TBCA TBCD TRPV4 TTLL7 UXT VAPB GOMF_BH3_DOMAIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_BH3_DOMAIN_BINDING BAX BCL2 BCL2L1 IRGM MCL1 RACK1 GOMF_BHLH_TRANSCRIPTION_FACTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_BHLH_TRANSCRIPTION_FACTOR_BINDING ASCL1 ASCL2 BHLHE40 BHLHE41 CREBBP FHL2 FIGLA FOXH1 HAND1 ID3 IKZF4 ISL1 KDM1A KLF5 LMO2 MAP3K10 MYOD1 NCAPG2 PSMD9 RUNX2 SCX SIRT1 SMAD3 SOX9 SP1 TCF12 TCF15 TCF21 TCF3 TWIST1 USF1 USF2 GOMF_BH_DOMAIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_BH_DOMAIN_BINDING BAK1 BAX BCL2 BCL2L1 BCL2L2 BOK IRGM MCL1 RACK1 GOMF_BICARBONATE_MONOATOMIC_ANION_ANTIPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_BICARBONATE_MONOATOMIC_ANION_ANTIPORTER_ACTIVITY SLC26A11 SLC26A3 SLC26A4 SLC26A5 SLC26A6 SLC26A7 SLC4A1 SLC4A10 SLC4A2 SLC4A3 SLC4A8 SLC4A9 GOMF_BICARBONATE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_BICARBONATE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY BEST1 CFTR SLC26A1 SLC26A10P SLC26A11 SLC26A2 SLC26A3 SLC26A4 SLC26A5 SLC26A6 SLC26A7 SLC26A8 SLC26A9 SLC39A10 SLC39A12 SLC39A14 SLC39A4 SLC39A5 SLC39A6 SLC39A8 SLC4A1 SLC4A10 SLC4A11 SLC4A2 SLC4A3 SLC4A4 SLC4A5 SLC4A7 SLC4A8 SLC4A9 GOMF_BILE_ACID_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_BILE_ACID_BINDING AKR1C1 AKR1C2 AKR1C3 AKR1C4 FABP1 NAPEPLD NR1H4 PLA2G1B PYGL VDR GOMF_BILE_ACID_SODIUM_SYMPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_BILE_ACID_SODIUM_SYMPORTER_ACTIVITY SLC10A1 SLC10A2 SLC10A3 SLC10A4 SLC10A5 SLC10A6 GOMF_BILE_ACID_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_BILE_ACID_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ABCB11 ABCC11 ABCC3 ABCC4 AKR1C4 CEACAM1 SLC10A1 SLC10A2 SLC10A3 SLC10A4 SLC10A5 SLC10A6 SLC10A7 SLC51A SLC51B SLCO1A2 SLCO1B1 SLCO1B3 SLCO1C1 GOMF_BIOACTIVE_LIPID_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_BIOACTIVE_LIPID_RECEPTOR_ACTIVITY FFAR1 GPR174 GPR31 GPR6 LPAR1 LPAR2 LPAR3 LPAR4 LPAR6 S1PR1 S1PR2 S1PR3 S1PR4 S1PR5 SPHK1 SPHK2 GOMF_BIOTIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_BIOTIN_BINDING ACACB HLCS MCCC1 PC PCCA GOMF_BITTER_TASTE_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_BITTER_TASTE_RECEPTOR_ACTIVITY TAS2R1 TAS2R10 TAS2R13 TAS2R14 TAS2R16 TAS2R19 TAS2R20 TAS2R3 TAS2R30 TAS2R31 TAS2R38 TAS2R39 TAS2R4 TAS2R40 TAS2R41 TAS2R42 TAS2R43 TAS2R45 TAS2R46 TAS2R5 TAS2R50 TAS2R60 TAS2R7 TAS2R8 TAS2R9 GOMF_BMP_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_BMP_BINDING BMPR1A BMPR1B BMPR2 CER1 CHRD CHRDL1 CHRDL2 COMP ENG GDF5 GREM1 GREM2 HJV MICOS10-NBL1 NBL1 SCUBE3 SOST SOSTDC1 TCAP UCMA GOMF_BMP_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_BMP_RECEPTOR_ACTIVITY ACVR2A ACVRL1 BMPR1A BMPR1B BMPR2 HJV SOSTDC1 GOMF_BMP_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_BMP_RECEPTOR_BINDING BMP2 BMP3 BMP4 BMP5 BMP6 CDH5 ELAPOR2 NEO1 PYCARD SCUBE3 SRC GOMF_BRANCHED_CHAIN_AMINO_ACID_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_BRANCHED_CHAIN_AMINO_ACID_TRANSMEMBRANE_TRANSPORTER_ACTIVITY SLC25A44 SLC38A9 SLC3A2 SLC43A1 SLC43A2 SLC6A14 SLC6A15 SLC6A20 SLC7A5 SLC7A8 GOMF_BUBBLE_DNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_BUBBLE_DNA_BINDING ABL1 BLM ERCC5 HMGB1 NEIL3 RECQL4 WRN XPC GOMF_BUTYRATE_COA_LIGASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_BUTYRATE_COA_LIGASE_ACTIVITY ACSF2 ACSM1 ACSM2A ACSM2B ACSM3 ACSM4 ACSM5 ACSM6 ACSS3 GOMF_C2H2_ZINC_FINGER_DOMAIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_C2H2_ZINC_FINGER_DOMAIN_BINDING EHMT1 EHMT2 GATA1 GATA2 HMGA2 LEF1 MBD2 SRRM2 TAF9 THAP7 U2AF2 WT1 ZXDA ZXDC GOMF_C3HC4_TYPE_RING_FINGER_DOMAIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_C3HC4_TYPE_RING_FINGER_DOMAIN_BINDING DNAJA1 HSPA1A HSPA1B HSPA8 KCNH2 PINK1 GOMF_C4_DICARBOXYLATE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_C4_DICARBOXYLATE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY SLC13A2 SLC13A3 SLC13A5 SLC16A1 SLC1A1 SLC1A4 SLC1A5 SLC1A6 SLC25A10 SLC25A11 SLC25A12 SLC25A13 SLC25A18 SLC25A22 UCP2 GOMF_CADHERIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CADHERIN_BINDING ABCF3 ABI1 ACVR1 ADD1 AFDN AHNAK AHSA1 ALDOA ANK3 ANLN ANXA1 ANXA2 APC ARFIP2 ARGLU1 ARHGAP1 ARHGAP18 ARHGEF16 ARVCF ASAP1 ATIC ATXN2L BAG3 BAIAP2 BAIAP2L1 BMPR2 BSG BZW1 BZW2 CALD1 CAPG CAPZA1 CAPZB CAST CBL CC2D1A CCNB2 CCS CCT8 CD2AP CD46 CDC42EP1 CDH1 CDH10 CDH11 CDH12 CDH13 CDH15 CDH17 CDH18 CDH19 CDH2 CDH20 CDH22 CDH23 CDH24 CDH26 CDH3 CDH4 CDH5 CDH6 CDH7 CDH8 CDH9 CDHR3 CDK5R1 CEMIP2 CGN CHMP2B CHMP4B CHMP5 CIP2A CKAP5 CLIC1 CLINT1 CNGA3 CNN2 CNN3 COBLL1 CORO1B CRKL CSNK1D CTNNA1 CTNNA2 CTNNA3 CTNNAL1 CTNNB1 CTNND1 CTNND2 CTTN DAB2IP DBN1 DBNL DCHS1 DDX3X DDX6 DHX29 DIAPH3 DLG1 DNAJB1 DOCK9 EEF1D EEF1G EEF2 EFHD2 EGFR EHD1 EHD4 EIF2A EIF2S3 EIF3E EIF4G2 EIF4H EIF5 EMD ENO1 EPCAM EPHA2 EPN2 EPS15 EPS15L1 EPS8L1 EPS8L2 ERC1 ESYT2 EVPL EXOC3 EZR F11R FASN FLNA FLNB FMNL2 FNBP1L FSCN1 FXYD5 GAPVD1 GCN1 GIGYF2 GIPC1 GLOD4 GOLGA2 GOLGA3 GPRC5A H1-10 H3C1 H3C10 H3C11 H3C12 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 HCFC1 HDLBP HNRNPK HSP90AB1 HSPA1A HSPA5 HSPA8 IDH1 IQGAP1 IST1 ITGA6 ITGB1 JUP KDR KIF5B KLC2 KRT18 KTN1 LAD1 LARP1 LASP1 LDHA LIMA1 LRRC59 LRRFIP1 LYPLA2 MACF1 MAPRE1 MARK2 MB21D2 MICALL1 MMP24 MPP7 MPRIP MRE11 MRTFB MYH9 MYO1B NCK1 NDRG1 NEO1 NHERF2 NIBAN2 NOP56 NOTCH3 NUDC NUMB OLA1 OLFM4 P2RX4 PACSIN2 PAICS PAK2 PAK4 PAK6 PARK7 PARVA PCBP1 PCMT1 PDLIM1 PDLIM5 PDXDC1 PFKP PFN1 PHLDB2 PI4KA PICALM PKM PKN2 PKP1 PKP2 PKP3 PKP4 PLCB3 PLEC PLIN3 PPFIBP1 PPL PPME1 PPP1CA PPP1R13L PRDX1 PRDX6 PROM1 PSEN1 PSMB6 PTPN1 PTPN11 PTPRB PTPRH PTPRJ PTPRM PTPRO PTPRT PUF60 RAB10 RAB11B RAB1A RACK1 RAN RANBP1 RANGAP1 RARS1 RDX RPL14 RPL15 RPL23A RPL24 RPL29 RPL34 RPL6 RPL7A RPS2 RPS26 RSL1D1 RTN4 RUVBL1 S100A11 S100P SCRIB SCYL1 SEPTIN2 SEPTIN7 SEPTIN9 SERBP1 SFN SH3GL1 SH3GLB1 SH3GLB2 SHTN1 SLC3A2 SLK SND1 SNX1 SNX2 SNX5 SNX9 SPTAN1 SPTBN1 SPTBN2 SRC STAT1 STK24 STK38 STX5 STXBP6 SWAP70 TAGLN2 TBC1D10A TBC1D2 TES TJP1 TJP2 TLN1 TMOD3 TMPO TNKS1BP1 TRIM25 TRIM29 TRPC4 TWF1 TWF2 TXNDC9 UBAP2 UBFD1 UNC45A USO1 USP8 VAPA VAPB VASN VASP VCL WASF2 YKT6 YWHAB YWHAE YWHAZ ZC3H15 ZC3HAV1 GOMF_CADHERIN_BINDING_INVOLVED_IN_CELL_CELL_ADHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CADHERIN_BINDING_INVOLVED_IN_CELL_CELL_ADHESION ANXA1 ANXA2 BAIAP2 BAIAP2L1 CDC42EP1 CNN3 EPCAM KRT18 PAK4 PDLIM1 PDLIM5 PKP3 PPP1CA RAB10 S100A11 STXBP6 TMOD3 TRIM29 GOMF_CADMIUM_ION_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CADMIUM_ION_BINDING MT3 NOS1 NOS3 PRM2 SLC11A2 GOMF_CALCITONIN_FAMILY_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CALCITONIN_FAMILY_RECEPTOR_ACTIVITY CALCR CALCRL CRCP RAMP1 RAMP2 RAMP3 GOMF_CALCIUM_ACTIVATED_CATION_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CALCIUM_ACTIVATED_CATION_CHANNEL_ACTIVITY ANO1 ANO10 ANO6 CALHM1 CATSPER1 CATSPER2 CATSPER4 CCT8L2 KCNK18 KCNMA1 KCNMB1 KCNMB2 KCNMB3 KCNMB4 KCNN1 KCNN2 KCNN3 KCNN4 KCNU1 PKD2L1 TMEM63A TMEM63B TMEM63C TRPC3 TRPM4 TRPM5 GOMF_CALCIUM_ACTIVATED_POTASSIUM_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CALCIUM_ACTIVATED_POTASSIUM_CHANNEL_ACTIVITY CCT8L2 KCNK18 KCNMA1 KCNMB1 KCNMB2 KCNMB3 KCNMB4 KCNN1 KCNN2 KCNN3 KCNN4 KCNU1 PKD2L1 GOMF_CALCIUM_CHANNEL_INHIBITOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CALCIUM_CHANNEL_INHIBITOR_ACTIVITY AMBP CALM1 CALM2 FKBP1A FKBP1B ITPR1 MCUB PACSIN3 PHPT1 SLC30A1 STX1A TNNI3 GOMF_CALCIUM_CHANNEL_REGULATOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CALCIUM_CHANNEL_REGULATOR_ACTIVITY AMBP C8orf44-SGK3 CABP1 CABP2 CABP4 CABP5 CACNB3 CACNG1 CACNG4 CACNG6 CACNG7 CACNG8 CALM1 CALM2 CAV3 CRISP1 FKBP1A FKBP1B GEM GRM2 GRM3 HPCAL4 ITPR1 MCUB NPY NPY2R NRXN1 NRXN2 PACSIN3 PHPT1 PRKCB PRKG1 REM1 REM2 RRAD SGK1 SGK3 SLC30A1 SRI STIM1 STIM2 STIMATE STX1A TNNI3 TSPAN13 YWHAE GOMF_CALCIUM_DEPENDENT_CYSTEINE_TYPE_ENDOPEPTIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CALCIUM_DEPENDENT_CYSTEINE_TYPE_ENDOPEPTIDASE_ACTIVITY ADGB CAPN1 CAPN10 CAPN11 CAPN12 CAPN13 CAPN14 CAPN15 CAPN2 CAPN3 CAPN5 CAPN6 CAPN7 CAPN8 CAPN9 CAPNS1 CAPNS2 GOMF_CALCIUM_DEPENDENT_PHOSPHOLIPASE_A2_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CALCIUM_DEPENDENT_PHOSPHOLIPASE_A2_ACTIVITY OC90 PLA2G10 PLA2G12A PLA2G1B PLA2G2A PLA2G2C PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G4A PLA2G4B PLA2G4C PLA2G4D PLA2G4E PLA2G4F PLA2G5 GOMF_CALCIUM_DEPENDENT_PHOSPHOLIPID_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CALCIUM_DEPENDENT_PHOSPHOLIPID_BINDING ANXA1 ANXA10 ANXA11 ANXA13 ANXA2 ANXA2P2 ANXA3 ANXA4 ANXA5 ANXA6 ANXA7 ANXA8 ANXA8L1 ANXA9 C2CD5 CPNE1 CPNE2 CPNE3 CPNE4 CPNE5 CPNE6 CPNE7 CPNE8 CPNE9 DOC2A DOC2B DYSF ESYT1 ESYT2 ESYT3 MCTP1 MCTP2 PCLO PLA2G4A PLA2G4B PLA2G4C PLA2G4D PLA2G4E PLA2G4F RPH3A SYT1 SYT10 SYT11 SYT12 SYT13 SYT15 SYT17 SYT2 SYT3 SYT4 SYT5 SYT6 SYT7 SYT8 SYT9 SYTL3 GOMF_CALCIUM_DEPENDENT_PROTEIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CALCIUM_DEPENDENT_PROTEIN_BINDING A2M ALG2 ANXA1 ANXA11 ANXA2 ANXA3 ANXA4 ANXA6 ANXA7 CABP1 CALM1 CALM2 CALM3 CASQ2 CD177 CHP1 CLEC4M CLN3 CPLX2 CPNE3 CRNN DDX5 DMBT1 FCN2 LRP8 MASP1 MASP2 MBL2 MYO1D NOS1 NSMF PDCD6 PDCD6IP PEF1 PLSCR3 RAC3 RBM22 S100A1 S100A10 S100A11 S100A12 S100A13 S100A14 S100A16 S100A2 S100A3 S100A4 S100A5 S100A6 S100A7 S100A7A S100A7L2 S100A8 S100A9 S100B S100G S100P S100PBP S100Z SEC31A SELP SLC24A4 SLC9A1 SNAP25 SNTN SPACA9 STMN2 STX2 SYN1 SYT1 TNNC1 TNNI3 TNNT3 TSG101 VAMP2 VLDLR VPS37B VPS37C WFS1 GOMF_CALCIUM_DEPENDENT_PROTEIN_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CALCIUM_DEPENDENT_PROTEIN_KINASE_ACTIVITY CAMK2B CAMK4 MAPKAPK2 MAPKAPK3 MAPKAPK5 MKNK1 MKNK2 PINK1 PKN1 PKN2 PKN3 PRKCA PRKCB PRKCD PRKCE PRKCG PRKCH PRKCI PRKCQ PRKCZ PRKD1 PRKD2 PRKD3 GOMF_CALCIUM_DEPENDENT_PROTEIN_SERINE_THREONINE_PHOSPHATASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CALCIUM_DEPENDENT_PROTEIN_SERINE_THREONINE_PHOSPHATASE_ACTIVITY CAMK2G PPM1A PPM1F PPP3CA PPP3CB PPP3CC PPP3R1 GOMF_CALCIUM_DEPENDENT_PROTEIN_SERINE_THREONINE_PHOSPHATASE_REGULATOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CALCIUM_DEPENDENT_PROTEIN_SERINE_THREONINE_PHOSPHATASE_REGULATOR_ACTIVITY PPP3R1 PPP3R2 RCAN1 RCAN2 RCAN3 GOMF_CALCIUM_INDEPENDENT_PHOSPHOLIPASE_A2_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CALCIUM_INDEPENDENT_PHOSPHOLIPASE_A2_ACTIVITY PLA2G15 PLA2G4A PLA2G4C PLA2G5 PLA2G6 PLA2G7 PLB1 PNPLA8 PRDX6 GOMF_CALCIUM_INDUCED_CALCIUM_RELEASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CALCIUM_INDUCED_CALCIUM_RELEASE_ACTIVITY BNIP1 FKBP1B PKD2 RYR1 RYR2 RYR3 GOMF_CALCIUM_ION_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CALCIUM_ION_BINDING ACER3 ACTN1 ACTN2 ACTN3 ACTN4 ADAM8 ADAMTS13 ADGRE1 ADGRE2 ADGRE3 ADGRE5 ADGRL3 ADGRL4 ADGRV1 AGRN AIF1 AIF1L ALOX15B ALPL AMY1A AMY1B AMY1C AMY2A ANKEF1 ANXA1 ANXA10 ANXA11 ANXA13 ANXA2 ANXA2P2 ANXA3 ANXA4 ANXA5 ANXA6 ANXA7 ANXA8 ANXA8L1 ANXA9 AOAH AOC1 AOC3 APCS ARSA ASAH2 ASPH ASPN ASTN2 ATP2A1 ATP2A2 BAIAP3 BCL2L10 BGLAP BMP1 BNIP2 BRAF C1R C1S C2CD5 CABCOCO1 CABP1 CABP2 CABP4 CABP5 CABP7 CABS1 CABYR CACNA1B CACNA1E CALB1 CALB2 CALM1 CALM2 CALM3 CALML3 CALML4 CALML5 CALML6 CALN1 CALR CALR3 CALU CAMKK2 CANT1 CANX CAPN1 CAPN11 CAPN12 CAPN14 CAPN2 CAPN3 CAPN8 CAPN9 CAPNS1 CAPNS2 CAPS CAPS2 CAPSL CASQ1 CASQ2 CASR CBL CBLB CBLC CCBE1 CCDC47 CD248 CD320 CD93 CDH1 CDH10 CDH11 CDH12 CDH13 CDH15 CDH16 CDH17 CDH18 CDH19 CDH2 CDH20 CDH22 CDH23 CDH24 CDH26 CDH3 CDH4 CDH5 CDH6 CDH7 CDH8 CDH9 CDHR1 CDHR2 CDHR3 CDHR4 CDHR5 CDK5R1 CELSR1 CELSR2 CELSR3 CEMIP2 CETN1 CETN2 CETN3 CGREF1 CHP1 CHP2 CIB1 CIB2 CIB3 CIB4 CLEC3B CLEC4A CLEC4E CLEC6A CLGN CLSTN1 CLSTN2 CLSTN3 CLXN COLEC11 COMP CPNE1 CPNE6 CPS1 CRACR2A CRACR2B CRB1 CRB2 CRELD1 CRELD2 CRNN CRP CRTAC1 CSN2 CUBN DAG1 DCHS1 DCHS2 DGKA DGKB DGKG DHH DLK1 DLK2 DLL1 DLL3 DLL4 DMP1 DNAH7 DNASE1L2 DNASE1L3 DNER DOC2B DSC1 DSC2 DSC3 DSG1 DSG2 DSG3 DSG4 DSPP DST DUOX1 DUOX2 DYSF EDEM1 EDEM2 EDEM3 EDIL3 EEF2K EFCAB10 EFCAB11 EFCAB12 EFCAB14 EFCAB2 EFCAB3 EFCAB5 EFCAB6 EFCAB7 EFCAB8 EFCAB9 EFCC1 EFEMP1 EFEMP2 EFHB EFHC1 EFHC2 EFHD1 EFHD2 EGF EGFL6 EGFL7 EGFL8 EGFLAM EHD1 EHD2 EHD3 EHD4 EML1 ENPP1 ENPP2 ENPP3 ENSG00000290147 EPDR1 EPS15 EPS15L1 ESYT1 ESYT2 ESYT3 EYS F10 F12 F2 F7 F9 FAM20C FAT1 FAT2 FAT3 FAT4 FBLN1 FBLN2 FBLN5 FBLN7 FBN1 FBN2 FBN3 FER1L4 FER1L5 FKBP10 FKBP14 FKBP7 FKBP9 FLG FLG2 FSCB FSTL1 FSTL4 FSTL5 GALNT3 GAS6 GCA GCH1 GJB2 GLCE GNPTAB GPD2 GRIN1 GSN GUCA1A GUCA1B GUCA1C HABP2 HEG1 HMCN1 HMCN2 HPCA HPCAL1 HPCAL4 HPGDS HRC HRNR HSP90B1 HSPA5 HSPG2 IDS IHH IQGAP1 ITGB1BP2 ITIH1 ITLN1 ITPR1 ITPR2 ITPR3 ITSN1 ITSN2 JAG1 JAG2 KCNIP1 KCNIP2 KCNIP3 KCNIP4 LALBA LCP1 LDLR LETM1 LOXL2 LPCAT1 LPCAT2 LPL LRP1 LRP1B LRP2 LRP4 LRP8 LTBP1 LTBP2 LTBP3 LTBP4 MACF1 MAN1A1 MAN1A2 MAN1B1 MAN1C1 MASP1 MASP2 MATN1 MATN2 MATN3 MATN4 MCFD2 MCTP1 MCTP2 MEGF6 MEGF8 MELK MEX3B MGP MICU1 MICU2 MICU3 MMP12 MMP13 MMRN1 MYL1 MYL10 MYL11 MYL12A MYL12B MYL2 MYL3 MYL4 MYL5 MYL6 MYL6B MYL7 MYL9 MYOF NAALADL1 NBPF26 NCALD NCAN NCS1 NDUFAB1 NECAB1 NECAB2 NECAB3 NELL1 NELL2 NHSL2 NID1 NID2 NIN NINL NKD1 NKD2 NOL3 NOTCH1 NOTCH2 NOTCH2NLA NOTCH2NLB NOTCH2NLC NOTCH3 NOTCH4 NOX5 NPNT NRXN1 NUCB1 NUCB2 OC90 OCM OCM2 OIT3 OTOF OTOL1 P4HTM PADI1 PADI2 PADI3 PADI4 PADI6 PAM PAMR1 PCDH1 PCDH10 PCDH11X PCDH11Y PCDH12 PCDH15 PCDH17 PCDH18 PCDH19 PCDH20 PCDH7 PCDH8 PCDH9 PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHAC1 PCDHAC2 PCDHB1 PCDHB10 PCDHB11 PCDHB12 PCDHB13 PCDHB14 PCDHB15 PCDHB16 PCDHB18P PCDHB2 PCDHB3 PCDHB4 PCDHB5 PCDHB6 PCDHB7 PCDHB8 PCDHB9 PCDHGA1 PCDHGA10 PCDHGA11 PCDHGA12 PCDHGA2 PCDHGA3 PCDHGA4 PCDHGA5 PCDHGA6 PCDHGA7 PCDHGA8 PCDHGA9 PCDHGB1 PCDHGB2 PCDHGB3 PCDHGB4 PCDHGB5 PCDHGB6 PCDHGB7 PCDHGC3 PCDHGC4 PCDHGC5 PCLO PCP4 PDCD6 PEF1 PGS1 PITPNM1 PITPNM2 PITPNM3 PKD1L2 PKD2 PKD2L1 PKD2L2 PKDREJ PLA2G10 PLA2G12A PLA2G12B PLA2G1B PLA2G2A PLA2G2C PLA2G2D PLA2G2E PLA2G2F PLA2G4A PLA2G4B PLA2G4C PLA2G4D PLA2G4E PLA2G4F PLA2G5 PLCB1 PLCB2 PLCB3 PLCB4 PLCD1 PLCD4 PLCG1 PLCH1 PLCH2 PLCZ1 PLS1 PLS3 PLSCR1 PLSCR2 PLSCR3 PLSCR4 PNLIPRP1 PNLIPRP2 PON1 PPEF1 PPEF2 PPP2R3A PPP2R3B PPP3CA PPP3CB PPP3R1 PPP3R2 PRF1 PRKCSH PROC PROS1 PROZ PRRG1 PRRG2 PRRG3 PRRG4 PRSS2 PRSS3 PVALB PVALEF RAB11FIP3 RAB11FIP4 RAB44 RAPGEF2 RASEF RASGRP1 RASGRP2 RASGRP3 RASGRP4 RCN1 RCN2 RCN3 RCVRN REG4 REPS1 REPS2 RET RGN RHBDL3 RHOT1 RHOT2 RPH3A RPTN RYR1 RYR2 RYR3 S100A1 S100A10 S100A11 S100A12 S100A13 S100A14 S100A16 S100A2 S100A3 S100A4 S100A5 S100A6 S100A7 S100A7A S100A7L2 S100A8 S100A9 S100B S100G S100P S100Z SCGN SCIN SCUBE1 SCUBE2 SCUBE3 SDF4 SELENON SELL SELP SGCA SHH SLC25A12 SLC25A13 SLC25A23 SLC25A24 SLC25A25 SLC8A1 SLIT1 SLIT2 SLIT3 SMOC1 SMOC2 SNCA SNCB SNED1 SNTN SPARC SPARCL1 SPATA21 SPOCK1 SPOCK2 SPOCK3 SPTA1 SPTAN1 SRI SRR STAB1 STAB2 STIM1 STIM2 SULF1 SULF2 SUSD1 SVEP1 SWAP70 SYT1 SYT10 SYT11 SYT12 SYT13 SYT15 SYT17 SYT2 SYT3 SYT4 SYT5 SYT6 SYT7 SYT8 SYT9 TBC1D8B TBC1D9 TBC1D9B TCHH TENM2 TESC TGM2 TGM3 THBD THBS1 THBS2 THBS3 THBS4 TKT TLL1 TLL2 TNFAIP6 TNNC1 TNNC2 TPD52 TPM4 TPO TPT1 TPT1P8 TRPM2 TRPM4 TTN TTYH1 TUBB4A UMOD UMODL1 UNC13A UNC13B UNC13C USP32 VCAN VIL1 VLDLR VSNL1 VWA2 VWCE ZZEF1 GOMF_CALCIUM_ION_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CALCIUM_ION_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ANXA2 ANXA2P2 ANXA6 ANXA9 ATP2A1 ATP2A2 ATP2A3 ATP2B1 ATP2B2 ATP2B3 ATP2B4 ATP2C1 ATP2C2 BNIP1 CACHD1 CACNA1A CACNA1B CACNA1C CACNA1D CACNA1E CACNA1F CACNA1G CACNA1H CACNA1I CACNA1S CACNA2D1 CACNA2D2 CACNA2D3 CACNA2D4 CACNB1 CACNB2 CACNB3 CACNB4 CACNG1 CACNG2 CACNG3 CACNG4 CACNG5 CACNG6 CACNG7 CACNG8 CALHM1 CATSPER1 CATSPER2 CATSPER3 CATSPER4 CHRNA10 CHRNA7 CHRNA9 CLCA3P CUL5 FKBP1B GHITM GPM6A GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B HTR1B ITGAV ITPR1 ITPR2 ITPR3 LETM1 MCOLN1 MCOLN2 MCOLN3 MCU NALF1 NALF2 NCS1 OPRM1 ORAI1 ORAI2 ORAI3 P2RX4 PANX1 PKD1 PKD1L1 PKD1L2 PKD1L3 PKD2 PKD2L1 PKD2L2 PKDREJ PSEN1 RASA3 RYR1 RYR2 RYR3 SCN10A SCN11A SCN1A SCN2A SCN3A SCN4A SCN5A SCN7A SCN8A SCN9A SEC61A1 SLC24A1 SLC24A2 SLC24A3 SLC24A4 SLC24A5 SLC30A10 SLC3A2 SLC8A1 SLC8A2 SLC8A3 SLC8B1 STIM2 TMC1 TMC2 TMCO1 TMEM165 TMEM37 TPCN1 TPCN2 TRPA1 TRPC1 TRPC3 TRPC4 TRPC4AP TRPC5 TRPC6 TRPC7 TRPM1 TRPM2 TRPM3 TRPM4 TRPM5 TRPM6 TRPM7 TRPM8 TRPV1 TRPV2 TRPV3 TRPV4 TRPV5 TRPV6 TSPOAP1 UCP3 GOMF_CALCIUM_MONOATOMIC_CATION_ANTIPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CALCIUM_MONOATOMIC_CATION_ANTIPORTER_ACTIVITY GHITM LETM1 SLC24A1 SLC24A2 SLC24A3 SLC24A4 SLC24A5 SLC30A10 SLC3A2 SLC8A1 SLC8A2 SLC8A3 SLC8B1 GOMF_CALCIUM_POTASSIUM_SODIUM_ANTIPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CALCIUM_POTASSIUM_SODIUM_ANTIPORTER_ACTIVITY SLC24A1 SLC24A2 SLC24A3 SLC24A4 SLC24A5 GOMF_CALCIUM_RELEASE_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CALCIUM_RELEASE_CHANNEL_ACTIVITY BNIP1 FKBP1B ITPR1 ITPR2 ITPR3 MCOLN1 MCOLN2 MCOLN3 PKD2 RASA3 RYR1 RYR2 RYR3 TPCN1 TPCN2 TRPA1 TRPM2 TRPV1 GOMF_CALCIUM_SENSITIVE_GUANYLATE_CYCLASE_ACTIVATOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CALCIUM_SENSITIVE_GUANYLATE_CYCLASE_ACTIVATOR_ACTIVITY ENSG00000290147 GUCA1A GUCA1B GUCA1C NCS1 RCVRN GOMF_CALCIUM_SODIUM_ANTIPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CALCIUM_SODIUM_ANTIPORTER_ACTIVITY SLC24A1 SLC24A2 SLC24A3 SLC24A4 SLC24A5 SLC3A2 SLC8A1 SLC8A2 SLC8A3 SLC8B1 GOMF_CALMODULIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CALMODULIN_BINDING ACE ADCY1 ADCY3 ADCY8 ADD1 ADD2 ADD3 ADORA2A AEBP1 AKAP12 AKAP5 AKT1 ARPP21 ASPM ATP2B1 ATP2B2 ATP2B3 ATP2B4 ATP5IF1 CACNA1C CACNA1S CALD1 CAMK1 CAMK1D CAMK1G CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 CAMKK1 CAMKK2 CAMKV CAMSAP1 CAMSAP2 CAMSAP3 CASK CDK5RAP2 CEACAM1 CEP97 CFAP221 CNGA2 CNN1 CNN2 CNN3 CTH DAPK1 DAPK2 DDX5 EDF1 EEA1 EEF2K ENKUR EPB41 ESR1 EWSR1 FAS FBXL2 FKBP8 GAP43 GEM GRIN1 INVS IQCB1 IQCF1 IQCF2 IQCF3 IQCF5 IQCF6 IQCG IQGAP1 IQGAP2 IQGAP3 ITPKA ITPKB ITPKC KCNH1 KCNH5 KCNN1 KCNN2 KCNN3 KCNN4 KCNQ1 KCNQ2 KCNQ3 MAP2 MAP6 MAP6D1 MAPKAPK2 MAPKAPK3 MAPKAPK5 MARCKS MARCKSL1 MBP MIP MKNK1 MKNK2 MYH1 MYH10 MYH11 MYH13 MYH14 MYH15 MYH2 MYH3 MYH4 MYH6 MYH7 MYH8 MYH9 MYLK MYLK2 MYO10 MYO15A MYO1A MYO1B MYO1C MYO1D MYO1E MYO1F MYO1G MYO3A MYO5A MYO5B MYO5C MYO6 MYO7A MYO9B NDUFAF4 NGFR NOS1 NOS2 NOS3 NRGN OBSCN ORAI1 PCNT PCP4 PCYT1A PDE1A PDE1B PDE1C PHKA1 PHKA2 PHKB PHKG1 PHKG2 PLA2G6 PLCB1 PLCB3 PNCK PPP3CA PPP3CB PPP3CC PPP3R1 RASGRF2 REM1 RGS1 RGS16 RGS2 RGS4 RIT1 RIT2 RRAD RYR1 RYR2 RYR3 SCN2A SCN5A SLC24A4 SLC8A1 SLC8A2 SLC8A3 SLC9A1 SMTNL1 SNTA1 SNTB1 SNTB2 SPA17 SPATA17 SPHK1 SPTAN1 SPTBN1 SRY STRN STRN3 STRN4 SYT1 SYT7 TJP1 TPRG1L TRPM4 TRPV1 TRPV4 TRPV5 TRPV6 TTN UBR4 UNC13A UNC13B UNC13C USP6 VAMP2 WFS1 GOMF_CALMODULIN_DEPENDENT_PROTEIN_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CALMODULIN_DEPENDENT_PROTEIN_KINASE_ACTIVITY CAMK1 CAMK1D CAMK1G CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 CAMKK1 CAMKK2 CAMKV DAPK1 EEF2K ITPKA MAPKAPK2 MAPKAPK3 MAPKAPK5 MKNK1 MKNK2 MYLK2 MYLK3 PHKA1 PHKA2 PHKG1 PHKG2 PNCK PTK2B GOMF_CALMODULIN_DEPENDENT_PROTEIN_PHOSPHATASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CALMODULIN_DEPENDENT_PROTEIN_PHOSPHATASE_ACTIVITY PPM1A PPM1F PPP3CA PPP3CB PPP3CC GOMF_CAMP_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CAMP_BINDING BVES CNBD2 CNGA2 CNGA4 CNGB1 HCN1 HCN2 HCN3 HCN4 PDE10A PDE2A PDE4A PDE4B PDE4D POPDC2 POPDC3 PRKAR1A PRKAR1B PRKAR2A PRKAR2B RAPGEF2 RAPGEF3 RAPGEF4 GOMF_CAMP_DEPENDENT_PROTEIN_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CAMP_DEPENDENT_PROTEIN_KINASE_ACTIVITY PRKAA1 PRKACA PRKACB PRKACG PRKAG1 PRKX GOMF_CAMP_DEPENDENT_PROTEIN_KINASE_INHIBITOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CAMP_DEPENDENT_PROTEIN_KINASE_INHIBITOR_ACTIVITY PKIA PKIB PKIG PPP1R1B PRKAG2 PRKAR1A PRKAR1B PRKAR2A PRKAR2B SMO GOMF_CAMP_DEPENDENT_PROTEIN_KINASE_REGULATOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CAMP_DEPENDENT_PROTEIN_KINASE_REGULATOR_ACTIVITY CXCL10 PKIA PKIB PKIG PPP1R1B PRKAG1 PRKAG2 PRKAR1A PRKAR1B PRKAR2A PRKAR2B SMO GOMF_CAMP_RESPONSE_ELEMENT_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CAMP_RESPONSE_ELEMENT_BINDING ATF2 ATF7 CREB1 CREB3L1 CREB3L2 CREB5 E4F1 HMGA2 JDP2 JUN NR4A3 TCF12 GOMF_CAMP_RESPONSE_ELEMENT_BINDING_PROTEIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CAMP_RESPONSE_ELEMENT_BINDING_PROTEIN_BINDING ATF2 ATF4 CREM CRTC1 CRTC2 CRTC3 DAPK3 DDIT3 SIK1 GOMF_CARBOHYDRATE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CARBOHYDRATE_BINDING ACAN ACR ADGRL1 ADGRL2 ADGRL3 AGL ALDOA ALDOB ALKBH3 ALPK1 AMBP APCS ASGR1 ASGR2 ATRN ATRNL1 BCAN BSG C4B CALR CALR3 CANX CD207 CD209 CD22 CD248 CD302 CD33 CD34 CD69 CD72 CD93 CHI3L1 CHI3L2 CHID1 CHODL CLC CLEC10A CLEC11A CLEC12A CLEC12B CLEC14A CLEC17A CLEC18A CLEC18B CLEC18C CLEC19A CLEC1A CLEC1B CLEC20A CLEC2A CLEC2B CLEC2D CLEC2L CLEC3A CLEC3B CLEC4A CLEC4C CLEC4D CLEC4E CLEC4F CLEC4G CLEC4M CLEC5A CLEC6A CLEC7A CLEC9A CLECL1P CLN5 CNTN1 CNTN2 COL9A1 COLEC10 COLEC11 COLEC12 CRYBG1 CRYBG2 CRYBG3 DBH DCDC1 DGCR2 DPM1 EGLN1 EGLN2 EGLN3 EMC7 ENDOU ENG ENPP1 ENPP2 EVA1C FBP1 FBXO2 FBXO6 FCER2 FCN1 FCN2 FCN3 FREM1 FUOM G6PD GAA GAL3ST3 GALK1 GALM GALNT1 GALNT10 GALNT11 GALNT12 GALNT13 GALNT14 GALNT15 GALNT16 GALNT17 GALNT18 GALNT2 GALNT3 GALNT4 GALNT5 GALNT6 GALNT7 GALNT8 GALNT9 GALNTL6 GANAB GANC GBE1 GCK GCKR GNPNAT1 GPCPD1 GPI GRIFIN GUSB GYS1 H6PD HK1 HK2 HK3 HKDC1 HLA-DRA HLA-DRB1 IGF2R IL2 ITIH1 ITLN1 ITLN2 KLRB1 KLRC1 KLRC2 KLRC3 KLRC4-KLRK1 KLRD1 KLRF1 KLRF2 KLRG1 KLRG2 KLRK1 KRT1 LAYN LGALS1 LGALS12 LGALS13 LGALS14 LGALS16 LGALS2 LGALS3 LGALS4 LGALS7B LGALS8 LGALS9 LGALS9B LGALS9C LGALSL LMAN1 LMAN1L LMAN2 LMAN2L LOXL2 LY75 MAG MAN2A1 MAN2A2 MAN2B1 MAN2B2 MAN2C1 MANBA MBL2 MGAM MLEC MRC1 MRC2 NCAN NECTIN1 NOMO1 NOMO2 NOMO3 NPTX2 OGFOD1 OGFOD2 OGFOD3 OLR1 OS9 P3H1 P3H2 P3H3 P4HA1 P4HA2 P4HA3 P4HTM PAM PFKL PFKM PFKP PHYH PKD1 PKD1L2 PKD1L3 PKLR PLA2R1 PLOD1 PLOD2 PLOD3 PPP1R3A PPP1R3B PPP1R3C PPP1R3D PPP1R3E PPP1R3F PPP1R3G PRG2 PRG3 PRG4 PTN PTX3 PYGL REG1A REG1B REG3A REG3G REG4 RPIA SELE SELL SELP SFTPA1 SFTPA2 SFTPD SI SIGLEC1 SIGLEC10 SIGLEC11 SIGLEC12 SIGLEC14 SIGLEC16 SIGLEC5 SIGLEC6 SIGLEC7 SIGLEC8 SIGLEC9 SLC2A3 SLC2A5 SLC2A8 SORD SOST STBD1 TALDO1 UGP2 VCAN VTN ZG16 ZG16B ZP3 GOMF_CARBOHYDRATE_DERIVATIVE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CARBOHYDRATE_DERIVATIVE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ABCC3 ABCC5 ABCD1 ANKH LRRC8A MFSD2A SLC15A3 SLC15A4 SLC17A5 SLC17A9 SLC19A1 SLC22A1 SLC22A2 SLC25A16 SLC25A17 SLC25A23 SLC25A24 SLC25A25 SLC25A26 SLC25A31 SLC25A4 SLC25A41 SLC25A42 SLC25A47 SLC25A5 SLC25A6 SLC28A1 SLC28A2 SLC28A3 SLC29A1 SLC29A2 SLC29A3 SLC29A4 SLC33A1 SLC35A1 SLC35A2 SLC35A3 SLC35A4 SLC35A5 SLC35B1 SLC35B2 SLC35B3 SLC35B4 SLC35C1 SLC35D1 SLC35D2 SLC35D3 SLC35E3 SLC37A1 SLC37A2 SLC37A3 SLC37A4 SLC46A2 SLC50A1 SLC5A1 SLC5A2 GOMF_CARBOHYDRATE_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CARBOHYDRATE_KINASE_ACTIVITY FGGY GALK1 GALK2 GCK GNE HK1 HK2 HK3 HKDC1 KHK NAGK PFKFB1 PFKFB2 PFKFB3 PFKFB4 PFKL PFKM PFKP POMK RBKS XYLB GOMF_CARBOHYDRATE_MONOATOMIC_CATION_SYMPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CARBOHYDRATE_MONOATOMIC_CATION_SYMPORTER_ACTIVITY SLC17A5 SLC23A1 SLC23A2 SLC2A10 SLC2A9 SLC45A1 SLC45A2 SLC45A3 SLC45A4 SLC5A1 SLC5A10 SLC5A11 SLC5A2 SLC5A3 SLC5A4 SLC5A9 GOMF_CARBOHYDRATE_PHOSPHATASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CARBOHYDRATE_PHOSPHATASE_ACTIVITY FBP1 FBP2 G6PC1 G6PC2 G6PC3 PFKFB1 PFKFB2 PFKFB3 PFKFB4 TIGAR GOMF_CARBOHYDRATE_PROTON_SYMPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CARBOHYDRATE_PROTON_SYMPORTER_ACTIVITY SLC17A5 SLC2A10 SLC2A9 SLC45A1 SLC45A2 SLC45A3 SLC45A4 GOMF_CARBOHYDRATE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CARBOHYDRATE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ABCB11 AQP1 AQP10 AQP11 AQP2 AQP3 AQP7 AQP7B AQP7P3 AQP9 MFSD4A MFSD4B PPBP SLC17A5 SLC23A1 SLC23A2 SLC23A3 SLC2A1 SLC2A10 SLC2A11 SLC2A12 SLC2A14 SLC2A2 SLC2A3 SLC2A4 SLC2A5 SLC2A6 SLC2A7 SLC2A8 SLC2A9 SLC45A1 SLC45A2 SLC45A3 SLC45A4 SLC50A1 SLC5A1 SLC5A10 SLC5A11 SLC5A2 SLC5A3 SLC5A4 SLC5A9 TMEM144 GOMF_CARBONATE_DEHYDRATASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CARBONATE_DEHYDRATASE_ACTIVITY CA1 CA10 CA11 CA12 CA13 CA14 CA2 CA3 CA4 CA5A CA5B CA5BP1 CA6 CA7 CA8 CA9 GOMF_CARBONYL_REDUCTASE_NADPH_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CARBONYL_REDUCTASE_NADPH_ACTIVITY CBR1 CBR3 DCXR DHRS1 DHRS2 DHRS4 DHRS4L1 DHRS4L2 DHRS7 GOMF_CARBON_CARBON_LYASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CARBON_CARBON_LYASE_ACTIVITY ACMSD ACOD1 ALDOA ALDOB ALDOC AMD1 ARMT1 AZIN1 AZIN2 BCKDHA CLYBL CRY1 CRY2 CSAD CYP17A1 DDC DDT DERA ECHDC1 FAHD1 GAD1 GAD2 GADL1 GGCX GOT1 HACL1 HDC HMGCL HMGCLL1 HOGA1 ME1 ME2 ME3 MLYCD MOCS1 MVD NPL ODC1 PAICS PCK1 PCK2 PDXDC1 PDXDC2P-NPIPB14P PISD PPCDC SGPL1 TYW1 TYW1B UMPS URAD UROD UXS1 GOMF_CARBON_NITROGEN_LIGASE_ACTIVITY_WITH_GLUTAMINE_AS_AMIDO_N_DONOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CARBON_NITROGEN_LIGASE_ACTIVITY_WITH_GLUTAMINE_AS_AMIDO_N_DONOR ASNS ASNSD1 CAD CPS1 GATB GATC GMPS NADSYN1 PFAS QRSL1 GOMF_CARBON_NITROGEN_LYASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CARBON_NITROGEN_LYASE_ACTIVITY ADSL APMAP ASL CHAC1 CHAC2 FTCD GGACT GGCT HAL PAM SDS SDSL SRR GOMF_CARBON_OXYGEN_LYASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CARBON_OXYGEN_LYASE_ACTIVITY ACO1 ACO2 ALAD ALKBH1 ALOXE3 APIP AUH CA1 CA10 CA11 CA12 CA13 CA14 CA2 CA3 CA4 CA5A CA5B CA5BP1 CA6 CA7 CA8 CA9 CBS CDYL CYP1A1 CYP1A2 CYP1B1 CYP2S1 DGLUCY ECHDC3 ECHS1 EHHADH ENO1 ENO2 ENO3 ENO4 ENOSF1 ENSG00000274276 ETNPPL FASN FH GATD1 GMDS HACD1 HACD2 HACD3 HACD4 HADHA HADHB HMGA2 HSD17B4 HTD2 IREB2 L3HYPDH NAXD NEIL1 NEIL2 NEIL3 NTHL1 OGG1 PARK7 PCBD1 PCBD2 POLB POLL POLQ PTGIS PTS RPS3 TBXAS1 TGDS THNSL2 TPI1 UROC1 UROS XRCC5 XRCC6 GOMF_CARBON_SULFUR_LYASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CARBON_SULFUR_LYASE_ACTIVITY ACCS ALOX5AP CENPV CENPVL1 CENPVL2 CENPVL3 CTH GLO1 GSTM4 HCCS KYAT1 KYAT3 LTC4S MGST2 MGST3 SCLY GOMF_CARBOXYLESTERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CARBOXYLESTERASE_ACTIVITY ALDH2 CES1 CES2 CES3 CES5A TNFAIP6 GOMF_CARBOXYLIC_ESTER_HYDROLASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CARBOXYLIC_ESTER_HYDROLASE_ACTIVITY AADAC AADACL2 AADACL3 AADACL4 AARS1 AARS2 AARSD1 ABHD1 ABHD10 ABHD11 ABHD12 ABHD12B ABHD15 ABHD16A ABHD16B ABHD2 ABHD3 ABHD4 ABHD5 ABHD6 ACHE ACOT1 ACOT11 ACOT12 ACOT2 ACOT4 ACOT6 ACOT7 ACOT8 ACOT9 ALDH2 AOAH APMAP ASPG BAAT BCHE BPHL CA1 CA2 CEL CES1 CES2 CES3 CES4A CES5A CHKA CLC DAGLA DAGLB DDHD1 DDHD2 DPH7 DTD1 DTD2 ENPP2 ENSG00000205794 ESD ETF1 FAAH GDE1 GDPD1 GDPD3 H6PD IARS1 IARS2 LARS1 LARS2 LCAT LDAH LGALS13 LIPA LIPC LIPE LIPF LIPG LIPH LIPI LIPK LIPM LIPN LPL LYPLA1 LYPLA2 LYPLAL1 MGLL MRPL58 NCEH1 NDST1 NDST2 NDST3 NOTUM OC90 PAFAH1B2 PAFAH1B3 PAFAH2 PGAP1 PGAP6 PGLS PLA1A PLA2G10 PLA2G12A PLA2G12B PLA2G15 PLA2G1B PLA2G2A PLA2G2C PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G4A PLA2G4B PLA2G4C PLA2G4D PLA2G4E PLA2G4F PLA2G5 PLA2G6 PLA2G7 PLAAT1 PLAAT2 PLAAT3 PLAAT4 PLAAT5 PLB1 PNLIP PNLIPRP1 PNLIPRP2 PNLIPRP3 PNPLA1 PNPLA2 PNPLA3 PNPLA4 PNPLA5 PNPLA6 PNPLA7 PNPLA8 PON1 PON2 PON3 PPME1 PRDX6 PROCA1 PRORSD1P PTRH1 PTRH2 PTRHD1 RGN RPE65 SIAE TARS2 TNFAIP6 VARS1 VARS2 GOMF_CARBOXYPEPTIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CARBOXYPEPTIDASE_ACTIVITY ACE ACE2 AEBP1 AGBL1 AGBL2 AGBL3 AGBL4 AGBL5 AGTPBP1 BLMH CNDP1 CNDP2 CPA1 CPA2 CPA3 CPA4 CPA5 CPA6 CPB1 CPB2 CPD CPE CPM CPN1 CPO CPQ CPVL CPXM1 CPXM2 CPZ CTSA CTSZ FOLH1 FOLH1B LAP3 MATCAP1 MATCAP2 MINDY1 MINDY2 NAALAD2 NAALADL1 PEPD PM20D2 PRCP SCPEP1 VASH1 VASH2 GOMF_CARBOXY_LYASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CARBOXY_LYASE_ACTIVITY ACMSD ACOD1 AMD1 AZIN1 AZIN2 BCKDHA CSAD DDC DDT ECHDC1 FAHD1 GAD1 GAD2 GADL1 GGCX GOT1 HDC ME1 ME2 ME3 MLYCD MVD ODC1 PAICS PCK1 PCK2 PDXDC1 PDXDC2P-NPIPB14P PISD PPCDC UMPS URAD UROD UXS1 GOMF_CARDIOLIPIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CARDIOLIPIN_BINDING ATP8B1 GSDMD GSDME MME NME4 OPA1 PLEKHN1 RPE65 STOML2 UCP1 UQCC3 GOMF_CARD_DOMAIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CARD_DOMAIN_BINDING BCL10 CARD10 CARD11 CARD14 CARD16 CARD18 CARD19 CARD8 CARD9 CASP1 CASP4 IRGM MAVS NOD1 NOD2 RIPK2 GOMF_CARGO_ADAPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CARGO_ADAPTOR_ACTIVITY AP1G1 AP1G2 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 AP4E1 DAB2 HIP1 HIP1R LDLRAP1 STON1 STON2 GOMF_CARGO_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CARGO_RECEPTOR_ACTIVITY ABCA1 ABCA7 ACKR2 ACKR3 ACKR4 AGER AMN APOBR ASGR1 ASGR2 CD163 CD320 CD36 COLEC12 CUBN CXCL16 DAB2 DMBT1 EGFEM1P ENDOU ENPP1 ENPP2 FOLR1 FOLR2 HMMR ILDR1 INSR ITGAM ITGB2 LDLR LGALS3BP LRP1 LRP10 LRP12 LRP1B LRP2 LRP6 LRP8 LYVE1 MARCO MEGF10 MIA3 MRC1 MSR1 OLR1 PRG4 SCARA3 SCARA5 SCARB1 SCARB2 SCARF1 SCARF2 SDC1 SORL1 SSC5D STAB1 STAB2 STBD1 SURF4 TEX261 TFR2 TFRC VLDLR VTN GOMF_CARNITINE_O_ACYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CARNITINE_O_ACYLTRANSFERASE_ACTIVITY CPT1A CPT1B CPT1C CPT2 CRAT CROT GOMF_CARNITINE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CARNITINE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY SLC16A9 SLC22A1 SLC22A16 SLC22A4 SLC22A5 SLC6A14 GOMF_CASPASE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CASPASE_BINDING BCL2L10 BFAR CARD16 CARD17P CARD18 CASP1 CTSG FADD MAGEA3 NLRC4 NLRP7 NOL3 RIOK3 RIPK2 GOMF_CATALYTIC_ACTIVITY_ACTING_ON_A_GLYCOPROTEIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CATALYTIC_ACTIVITY_ACTING_ON_A_GLYCOPROTEIN ABO B3GALT6 B3GNT3 B3GNT6 B4GALNT3 B4GALNT4 B4GALT7 C1GALT1 C1GALT1C1 C1GALT1C1L FUT8 GCNT1 GCNT3 GCNT4 MGAT1 MGAT2 MGAT3 MGAT4A MGAT4B MGAT4C MGAT5 MGAT5B POMGNT1 GOMF_CATALYTIC_ACTIVITY_ACTING_ON_A_NUCLEIC_ACID https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CATALYTIC_ACTIVITY_ACTING_ON_A_NUCLEIC_ACID AARS1 AARS2 AARSD1 AEN AGO1 AGO2 AGO3 AGO4 ALKBH1 ALKBH2 ALKBH3 ALKBH4 ALKBH5 ALKBH8 ANG ANGEL1 ANGEL2 ANKLE1 ANKZF1 APEX1 APEX2 APLF APOBEC1 APTX AQR ASCC3 ATAD5 ATRX AZGP1 BCDIN3D BLM BPTF BRIP1 BTAF1 BUD23 C12orf29 CARS1 CARS2 CDK7 CDKAL1 CECR2 CHD1 CHD1L CHD2 CHD3 CHD4 CHD5 CHD6 CHD7 CHD8 CHD9 CHRAC1 CHTF18 CHTF8 CMTR1 CMTR2 CNOT1 CNOT2 CNOT6 CNOT6L CNOT7 CNOT8 CPSF3 CRCP CRY1 CRY2 DALRD3 DARS1 DARS2 DBR1 DCLRE1A DCLRE1B DCLRE1C DCP1A DCP1B DCP2 DCPS DDX1 DDX10 DDX11 DDX11L8 DDX12P DDX17 DDX18 DDX19A DDX19B DDX20 DDX21 DDX23 DDX24 DDX25 DDX27 DDX28 DDX31 DDX39A DDX39B DDX3X DDX3Y DDX4 DDX41 DDX42 DDX43 DDX46 DDX47 DDX49 DDX5 DDX50 DDX51 DDX52 DDX53 DDX54 DDX55 DDX56 DDX59 DDX6 DDX60 DDX60L DFFB DHX15 DHX16 DHX29 DHX30 DHX32 DHX33 DHX34 DHX35 DHX36 DHX37 DHX38 DHX40 DHX57 DHX58 DHX8 DHX9 DICER1 DIMT1 DIS3 DIS3L DIS3L2 DKC1 DMC1 DNA2 DNASE1 DNASE1L1 DNASE1L2 DNASE1L3 DNASE2 DNASE2B DNMT1 DNMT3A DNMT3B DNMT3L DNTT DQX1 DROSHA DSCC1 DTD1 DTD2 DTWD1 DTWD2 DUS1L DUS2 DUS3L DUS4L DXO EARS2 EIF4A1 EIF4A2 EIF4A3 ELAC1 ELAC2 EME1 EME2 EMG1 ENDOG ENDOU ENDOV EP400 EPRS1 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC6L ERCC6L2 ERI1 ERI2 ERI3 ERN1 ERN2 ETF1 EXD2 EXO1 EXO5 EXOG EXOSC1 EXOSC10 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 FAN1 FANCM FARS2 FARSA FARSB FBH1 FBL FBLL1 FDXACB1 FEN1 FTO FTSJ1 FTSJ3 G3BP1 GARS1 GATB GATC GEN1 GGT1 GGT5 HARS1 HARS2 HELB HELLS HELQ HELZ HELZ2 HENMT1 HFM1 HLTF HMCES HMGA2 IARS1 IARS2 IFIH1 IGHMBP2 INO80 INTS11 ISG20 ISG20L2 JMJD6 KARS1 KHNYN LACTB2 LARS1 LARS2 LCMT2 LIG1 LIG3 LIG4 LRRC47 MAP1S MARF1 MARS1 MARS2 MAU2 MBD4 MBLAC1 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 MCM9 MED20 MED21 MEIOB MEPCE METTL1 METTL14 METTL15 METTL15P1 METTL16 METTL25B METTL2A METTL2B METTL3 METTL4 METTL5 METTL6 METTL7A METTL8 MGME1 MGMT MLH1 MLH3 MOV10 MOV10L1 MPG MRE11 MRM1 MRM2 MRM3 MRPL44 MRPL58 MSH2 MSH3 MSH4 MSH5 MSH6 MTFMT MTREX MUS81 MUTYH MYD88 MYO18A N4BP1 N4BP2 N6AMT1 NARS1 NARS2 NAV2 NEIL1 NEIL2 NEIL3 NIPBL NME1 NOB1 NOCT NOP2 NSUN2 NSUN3 NSUN4 NSUN5 NSUN6 NT5C3A NTHL1 NUDT1 NUDT12 NUDT16 NUDT16L1 NUDT3 NUDT4 NUDT5 NUDT7 NYNRIN OGG1 OSGEP PAN2 PAN3 PARN PARS2 PCIF1 PCNA PDE12 PGBD5 PIF1 PIWIL1 PIWIL2 PIWIL3 PIWIL4 PLD3 PLD4 PLD6 PMS1 PMS2 PMS2P1 PMS2P3 PMS2P5 PMS2P6 PNLDC1 PNPT1 POLA1 POLB POLD1 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POLG POLG2 POLH POLI POLK POLL POLM POLN POLQ POLR1A POLR1B POLR1C POLR1D POLR1H POLR2A POLR2B POLR2C POLR2E POLR2F POLR2H POLR2I POLR2J POLR2J2 POLR2J3 POLR2K POLR2L POLR3A POLR3B POLR3C POLR3F POLR3G POLR3H POLR3K POLRMT POP1 POP4 POP5 POP7 PPP1R8 PRIM1 PRIMPOL PRORP PRORSD1P PSTK PTGES3 PTRH1 PTRH2 PTRHD1 PUS1 PUS10 PUS3 QARS1 QRSL1 QTRT1 QTRT2 RAD1 RAD17 RAD50 RAD51 RAD51B RAD51C RAD51D RAD54B RAD54L RAD54L2 RAD9A RAG1 RARS1 RARS2 RBBP4 RBBP8 RCL1 RECQL RECQL4 RECQL5 REV1 REV3L REXO2 RFC1 RFC2 RFC3 RFC4 RFC5 RIDA RIGI RMRP RNASE1 RNASE10 RNASE11 RNASE12 RNASE13 RNASE2 RNASE3 RNASE4 RNASE6 RNASE7 RNASE8 RNASE9 RNASEH1 RNASEH2A RNASEK RNASEL RNASET2 RNGTT RNMT RPP14 RPP21 RPP25 RPP30 RPP38 RPP40 RPPH1 RPS3 RSF1 RTCA RTCB RTEL1 RUVBL1 RUVBL2 SAMHD1 SARS1 SARS2 SEPSECS SETMAR SETX SHPRH SKIC2 SLFN11 SLFN12 SLFN13 SLFN14 SLU7 SLX1A SLX1B SMARCA1 SMARCA2 SMARCA4 SMARCA5 SMARCAD1 SMARCAL1 SMC3 SMG6 SMUG1 SND1 SNRNP200 SPO11 SRCAP SUPV3L1 TARBP1 TARS1 TARS2 TARS3 TATDN1 TDG TDP1 TDP2 TDRD12 TDRD9 TEFM TENT4B TEP1 TERC TERF1 TERF2 TERT TFB1M TFB2M TGS1 THAP9 THG1L THUMPD2 THUMPD3 TOE1 TOP1 TOP1MT TOP2A TOP2B TOP3A TOP3B TRDMT1 TREX1 TREX2 TRIT1 TRMO TRMT1 TRMT10A TRMT10B TRMT10C TRMT11 TRMT12 TRMT13 TRMT1L TRMT2A TRMT2B TRMT44 TRMT5 TRMT61A TRMT61B TRMT9B TRMU TRNT1 TRPT1 TSEN2 TSEN34 TSNAX TSR3 TTF2 TUT1 TUT4 TUT7 TWNK TYW1 TYW1B TYW3 TYW5 UNG UPF1 USB1 VARS1 VARS2 VPS72 WAPL WARS1 WARS2 WRN WRNIP1 XRCC1 XRCC2 XRCC3 XRCC5 XRCC6 XRN1 XRN2 YARS1 YARS2 YBEY YTHDC2 ZC3H12A ZC3H12B ZC3H12C ZC3H12D ZCCHC4 ZGRF1 ZNFX1 ZRANB3 GOMF_CATALYTIC_ACTIVITY_ACTING_ON_A_RRNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CATALYTIC_ACTIVITY_ACTING_ON_A_RRNA BUD23 DIMT1 EMG1 FBL FBLL1 FDXACB1 FTSJ3 METTL15 METTL15P1 METTL16 METTL25B METTL5 MRM1 MRM2 MRM3 NOP2 NSUN4 NSUN5 SLFN12 TFB1M TFB2M TRMT2B TRMT61B TSR3 ZCCHC4 GOMF_CATALYTIC_ACTIVITY_ACTING_ON_A_TRNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CATALYTIC_ACTIVITY_ACTING_ON_A_TRNA AARS1 AARS2 AARSD1 ALKBH1 ALKBH8 ANKZF1 BCDIN3D CARS1 CARS2 CDKAL1 DALRD3 DARS1 DARS2 DTD1 DTD2 DTWD1 DTWD2 DUS1L DUS2 DUS3L DUS4L EARS2 ELAC1 ELAC2 EPRS1 ETF1 FARS2 FARSA FARSB FTO FTSJ1 GARS1 GATB GATC GGT1 GGT5 HARS1 HARS2 IARS1 IARS2 KARS1 LARS1 LARS2 LCMT2 LRRC47 MARS1 MARS2 METTL1 METTL2A METTL2B METTL6 METTL8 MRPL58 MTFMT NARS1 NARS2 NSUN2 NSUN3 NSUN6 NT5C3A OSGEP PARS2 POP1 POP4 POP5 POP7 PRORP PRORSD1P PSTK PTRH1 PTRH2 PTRHD1 PUS1 PUS10 PUS3 QARS1 QRSL1 QTRT1 QTRT2 RARS1 RARS2 RPP14 RPP21 RPP25 RPP30 RPP38 RPP40 RPPH1 SARS1 SARS2 SEPSECS TARBP1 TARS1 TARS2 TARS3 THG1L THUMPD2 THUMPD3 TRDMT1 TRIT1 TRMO TRMT1 TRMT10A TRMT10B TRMT10C TRMT11 TRMT12 TRMT13 TRMT1L TRMT2A TRMT2B TRMT44 TRMT5 TRMT61A TRMT61B TRMT9B TRMU TRNT1 TRPT1 TSEN2 TSEN34 TYW1 TYW1B TYW3 TYW5 VARS1 VARS2 WARS1 WARS2 YARS1 YARS2 GOMF_CATALYTIC_ACTIVITY_ACTING_ON_DNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CATALYTIC_ACTIVITY_ACTING_ON_DNA AEN ALKBH1 ALKBH2 ALKBH3 ALKBH4 ANKLE1 APEX1 APEX2 APLF APTX ASCC3 ATAD5 ATRX BLM BPTF BRIP1 BTAF1 CDK7 CECR2 CHD1 CHD1L CHD2 CHD3 CHD4 CHD5 CHD6 CHD7 CHD8 CHD9 CHRAC1 CHTF18 CHTF8 CRY1 CRY2 DCLRE1A DCLRE1B DCLRE1C DDX1 DDX11 DDX11L8 DDX12P DDX3X DFFB DHX30 DHX36 DHX9 DICER1 DKC1 DMC1 DNA2 DNASE1 DNASE1L1 DNASE1L2 DNASE1L3 DNASE2 DNASE2B DNMT1 DNMT3A DNMT3B DNMT3L DNTT DSCC1 EME1 EME2 ENDOG ENDOV EP400 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC6L ERCC6L2 EXD2 EXO1 EXO5 EXOG FAN1 FANCM FBH1 FEN1 FTO G3BP1 GEN1 HELB HELLS HELQ HFM1 HLTF HMCES HMGA2 IGHMBP2 INO80 ISG20 LIG1 LIG3 LIG4 MAP1S MAU2 MBD4 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 MCM9 MEIOB METTL4 MGME1 MGMT MLH1 MLH3 MPG MRE11 MSH2 MSH3 MSH4 MSH5 MSH6 MUS81 MUTYH MYD88 MYO18A N4BP2 N6AMT1 NAV2 NEIL1 NEIL2 NEIL3 NIPBL NME1 NTHL1 OGG1 PCNA PGBD5 PIF1 PLD3 PLD4 PMS1 PMS2 PMS2P1 PMS2P3 PMS2P5 PMS2P6 POLA1 POLB POLD1 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POLG POLG2 POLH POLI POLK POLL POLM POLN POLQ PRIMPOL PTGES3 RAD1 RAD17 RAD50 RAD51 RAD51B RAD51C RAD51D RAD54B RAD54L RAD54L2 RAD9A RAG1 RBBP4 RBBP8 RECQL RECQL4 RECQL5 REV1 REV3L REXO2 RFC1 RFC2 RFC3 RFC4 RFC5 RPS3 RSF1 RTEL1 RUVBL1 RUVBL2 SETMAR SETX SHPRH SLX1A SLX1B SMARCA1 SMARCA2 SMARCA4 SMARCA5 SMARCAD1 SMARCAL1 SMC3 SMUG1 SPO11 SRCAP SUPV3L1 TATDN1 TDG TDP1 TDP2 TEFM TENT4B TEP1 TERC TERF1 TERF2 TERT THAP9 TOP1 TOP1MT TOP2A TOP2B TOP3A TOP3B TREX1 TREX2 TTF2 TWNK UNG UPF1 VPS72 WAPL WRN WRNIP1 XRCC1 XRCC2 XRCC3 XRCC5 XRCC6 ZRANB3 GOMF_CATALYTIC_ACTIVITY_ACTING_ON_RNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CATALYTIC_ACTIVITY_ACTING_ON_RNA AARS1 AARS2 AARSD1 AGO1 AGO2 AGO3 AGO4 ALKBH1 ALKBH3 ALKBH5 ALKBH8 ANG ANGEL1 ANGEL2 ANKZF1 APEX1 APOBEC1 AQR AZGP1 BCDIN3D BRIP1 BUD23 C12orf29 CARS1 CARS2 CDKAL1 CMTR1 CMTR2 CNOT1 CNOT2 CNOT6 CNOT6L CNOT7 CNOT8 CPSF3 CRCP DALRD3 DARS1 DARS2 DBR1 DCP1A DCP1B DCP2 DCPS DDX1 DDX10 DDX11L8 DDX12P DDX17 DDX18 DDX19A DDX19B DDX20 DDX21 DDX23 DDX24 DDX25 DDX27 DDX28 DDX31 DDX39A DDX39B DDX3X DDX3Y DDX4 DDX41 DDX42 DDX43 DDX46 DDX47 DDX49 DDX5 DDX50 DDX51 DDX52 DDX53 DDX54 DDX55 DDX56 DDX59 DDX6 DDX60 DDX60L DHX15 DHX16 DHX29 DHX30 DHX32 DHX33 DHX34 DHX35 DHX36 DHX37 DHX38 DHX40 DHX57 DHX58 DHX8 DHX9 DICER1 DIMT1 DIS3 DIS3L DIS3L2 DROSHA DTD1 DTD2 DTWD1 DTWD2 DUS1L DUS2 DUS3L DUS4L DXO EARS2 EIF4A1 EIF4A2 EIF4A3 ELAC1 ELAC2 EMG1 ENDOG ENDOU ENDOV EPRS1 ERI1 ERI2 ERI3 ERN1 ERN2 ETF1 EXD2 EXO1 EXOG EXOSC1 EXOSC10 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 FANCM FARS2 FARSA FARSB FBL FBLL1 FDXACB1 FEN1 FTO FTSJ1 FTSJ3 G3BP1 GARS1 GATB GATC GGT1 GGT5 HARS1 HARS2 HELZ2 HENMT1 IARS1 IARS2 IFIH1 IGHMBP2 INTS11 ISG20 ISG20L2 JMJD6 KARS1 KHNYN LACTB2 LARS1 LARS2 LCMT2 LRRC47 MARF1 MARS1 MARS2 MBLAC1 MED20 MED21 MEPCE METTL1 METTL14 METTL15 METTL15P1 METTL16 METTL25B METTL2A METTL2B METTL3 METTL4 METTL5 METTL6 METTL7A METTL8 MOV10 MOV10L1 MRM1 MRM2 MRM3 MRPL44 MRPL58 MTFMT MTREX N4BP1 NARS1 NARS2 NOB1 NOCT NOP2 NSUN2 NSUN3 NSUN4 NSUN5 NSUN6 NT5C3A NUDT1 NUDT12 NUDT16 NUDT16L1 NUDT3 NUDT4 NUDT5 NUDT7 NYNRIN OSGEP PAN2 PAN3 PARN PARS2 PCIF1 PDE12 PIF1 PIWIL1 PIWIL2 PIWIL3 PIWIL4 PLD6 PNLDC1 PNPT1 POLR1A POLR1B POLR1C POLR1D POLR1H POLR2A POLR2B POLR2C POLR2E POLR2F POLR2H POLR2I POLR2J POLR2J2 POLR2J3 POLR2K POLR2L POLR3A POLR3B POLR3C POLR3F POLR3G POLR3H POLR3K POLRMT POP1 POP4 POP5 POP7 PPP1R8 PRIM1 PRIMPOL PRORP PRORSD1P PSTK PTRH1 PTRH2 PTRHD1 PUS1 PUS10 PUS3 QARS1 QRSL1 QTRT1 QTRT2 RAD54B RARS1 RARS2 RCL1 REXO2 RIDA RIGI RMRP RNASE1 RNASE10 RNASE11 RNASE12 RNASE13 RNASE2 RNASE3 RNASE4 RNASE6 RNASE7 RNASE8 RNASE9 RNASEH1 RNASEH2A RNASEK RNASEL RNASET2 RNGTT RNMT RPP14 RPP21 RPP25 RPP30 RPP38 RPP40 RPPH1 RTCA RTCB SAMHD1 SARS1 SARS2 SEPSECS SKIC2 SLFN12 SLFN13 SLFN14 SLU7 SMG6 SND1 SNRNP200 SUPV3L1 TARBP1 TARS1 TARS2 TARS3 TDP2 TDRD12 TDRD9 TERT TFB1M TFB2M TGS1 THG1L THUMPD2 THUMPD3 TOE1 TRDMT1 TRIT1 TRMO TRMT1 TRMT10A TRMT10B TRMT10C TRMT11 TRMT12 TRMT13 TRMT1L TRMT2A TRMT2B TRMT44 TRMT5 TRMT61A TRMT61B TRMT9B TRMU TRNT1 TRPT1 TSEN2 TSEN34 TSNAX TSR3 TUT1 TUT4 TUT7 TYW1 TYW1B TYW3 TYW5 UPF1 USB1 VARS1 VARS2 WARS1 WARS2 XRN1 XRN2 YARS1 YARS2 YBEY YTHDC2 ZC3H12A ZC3H12B ZC3H12C ZC3H12D ZCCHC4 GOMF_CATECHOLAMINE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CATECHOLAMINE_BINDING ADRA2A ADRA2B ADRA2C ADRB2 ADRB3 DRD1 DRD2 DRD4 DRD5 GPR143 RNLS SLC6A3 TH GOMF_CCR1_CHEMOKINE_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CCR1_CHEMOKINE_RECEPTOR_BINDING CCL23 CCL3 CCL4 CCL5 CCL7 GOMF_CCR2_CHEMOKINE_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CCR2_CHEMOKINE_RECEPTOR_BINDING CCL2 CCR2 DEFB106A DEFB106B MSMP GOMF_CCR3_CHEMOKINE_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CCR3_CHEMOKINE_RECEPTOR_BINDING CCL11 CCL24 CCL26 CCL27 NARS1 GOMF_CCR5_CHEMOKINE_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CCR5_CHEMOKINE_RECEPTOR_BINDING CCL3 CCL4 CCL5 CNIH4 JAK1 NES STAT1 GOMF_CCR6_CHEMOKINE_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CCR6_CHEMOKINE_RECEPTOR_BINDING CCL20 DEFB1 DEFB103A DEFB103B DEFB109B DEFB110 DEFB114 DEFB130A DEFB130B DEFB133 DEFB4A GOMF_CCR_CHEMOKINE_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CCR_CHEMOKINE_RECEPTOR_BINDING CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL27 CCL3 CCL3L1 CCL3L3 CCL4 CCL5 CCL7 CCL8 CCR2 CCRL2 CNIH4 CX3CL1 CXCL13 DEFB1 DEFB103A DEFB103B DEFB106A DEFB106B DEFB109B DEFB110 DEFB114 DEFB130A DEFB130B DEFB133 DEFB4A JAK1 MSMP NARS1 NES STAT1 XCL1 XCL2 GOMF_CD4_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CD4_RECEPTOR_BINDING CD22 CD74 HLA-DRB1 IL16 LCK PLSCR1 PLSCR4 SPG21 GOMF_CDP_ALCOHOL_PHOSPHATIDYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CDP_ALCOHOL_PHOSPHATIDYLTRANSFERASE_ACTIVITY CDIPT CDS1 CEPT1 CHPT1 PGS1 PIGF PTDSS2 SELENOI GOMF_CELL_ADHESION_MEDIATOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CELL_ADHESION_MEDIATOR_ACTIVITY AGER ANXA1 ANXA2 BAIAP2 BAIAP2L1 BCAM CD200 CD47 CDC42EP1 CLSTN3 CNN3 CNTN1 CNTN2 CNTN4 CNTN5 CNTN6 CXADR DSC2 DSCAM DSCAML1 DSG2 DSP EMB EMILIN1 EPCAM ESAM GLDN IGSF9 ITGA1 ITGA10 ITGA11 ITGA2 ITGB1 IZUMO1 JAM3 JUP KRT18 LRRC4C MADCAM1 MYPN NEXN NFASC NINJ1 NRCAM NTNG1 PAK4 PALLD PDLIM1 PDLIM5 PKP2 PKP3 PLXNB3 PPP1CA RAB10 ROBO3 ROBO4 RPSA RPSA2 S100A11 SIRPA STXBP6 TMIGD1 TMOD3 TRIM29 VCAM1 GOMF_CELL_ADHESION_MOLECULE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CELL_ADHESION_MOLECULE_BINDING ABCF3 ABI1 ACTN1 ACTN2 ACTN3 ACTN4 ACVR1 ADAM10 ADAM11 ADAM15 ADAM17 ADAM2 ADAM22 ADAM23 ADAM8 ADAM9 ADAMTS13 ADAMTS5 ADAMTS8 ADD1 ADGRL1 AFDN AGER AHNAK AHSA1 ALDOA ANGPTL3 ANK3 ANLN ANXA1 ANXA2 ANXA7 APC ARFIP2 ARGLU1 ARHGAP1 ARHGAP18 ARHGEF16 ARVCF ASAP1 ATIC ATXN2L BAG3 BAIAP2 BAIAP2L1 BCAM BMPR2 BSG BZW1 BZW2 CADM1 CALD1 CALR CAPG CAPZA1 CAPZB CASR CAST CBL CC2D1A CCN1 CCN2 CCN3 CCN4 CCN5 CCN6 CCNB2 CCS CCT8 CD151 CD177 CD1D CD200 CD226 CD2AP CD40LG CD46 CD47 CD81 CD9 CDC42EP1 CDH1 CDH10 CDH11 CDH12 CDH13 CDH15 CDH17 CDH18 CDH19 CDH2 CDH20 CDH22 CDH23 CDH24 CDH26 CDH3 CDH4 CDH5 CDH6 CDH7 CDH8 CDH9 CDHR2 CDHR3 CDHR5 CDK5R1 CEMIP2 CGN CHMP2B CHMP4B CHMP5 CIB2 CIP2A CKAP5 CLDN7 CLIC1 CLINT1 CLSTN3 CNGA3 CNN2 CNN3 CNTN1 CNTN2 CNTN4 CNTN5 CNTN6 COBLL1 COL16A1 COL3A1 COL4A3 COL5A1 COMP CORO1B CPE CRKL CSNK1D CTNNA1 CTNNA2 CTNNA3 CTNNAL1 CTNNB1 CTNND1 CTNND2 CTTN CX3CL1 CXADR CXCL12 DAB2IP DBN1 DBNL DCHS1 DDX3X DDX6 DHX29 DIAPH3 DLG1 DMP1 DNAJB1 DOCK9 DSC2 DSCAM DSCAML1 DSG2 DSP DST ECM2 EDIL3 EEF1D EEF1G EEF2 EFHD2 EGFL6 EGFR EHD1 EHD4 EIF2A EIF2S3 EIF3E EIF4G2 EIF4H EIF5 EMB EMD EMILIN1 EMP2 ENO1 EPCAM EPHA2 EPN2 EPS15 EPS15L1 EPS8L1 EPS8L2 ERC1 ESAM ESM1 ESYT2 EVPL EXOC3 EZR F11R FAP FASN FBLN1 FBLN5 FBN1 FCER2 FERMT1 FERMT2 FERMT3 FGA FGB FGF1 FGF2 FGG FLNA FLNB FMNL2 FN1 FNBP1L FRMD5 FSCN1 FXYD5 GAPVD1 GCN1 GFAP GFRA1 GIGYF2 GIPC1 GLDN GLOD4 GOLGA2 GOLGA3 GPNMB GPRC5A H1-10 H3C1 H3C10 H3C11 H3C12 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 HCFC1 HDLBP HMGB1 HNRNPK HSP90AB1 HSPA1A HSPA5 HSPA8 IBSP ICAM1 ICAM2 ICAM3 ICAM4 ICAM5 IDH1 IGF1 IGF2 IGSF9 IL1B IQGAP1 ISG15 IST1 ITGA1 ITGA10 ITGA11 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA6 ITGA7 ITGA8 ITGA9 ITGAD ITGAE ITGAL ITGAM ITGAV ITGAX ITGB1 ITGB1BP1 ITGB1BP2 ITGB2 ITGB3 ITGB4 ITGB5 ITGB6 ITGB7 ITGB8 ITGBL1 IZUMO1 JAM2 JAM3 JAML JUP KDR KIF5B KIRREL1 KIRREL2 KIRREL3 KLC2 KRT18 KTN1 LAD1 LAMA5 LAMB2 LARP1 LASP1 LCP1 LDHA LGALS8 LILRB2 LIMA1 LRRC4C LRRC59 LRRFIP1 LTBP4 LYN LYPLA2 MACF1 MADCAM1 MAPRE1 MARK2 MB21D2 MFGE8 MICALL1 MMP14 MMP24 MPP7 MPRIP MRE11 MRTFB MSN MYH9 MYO1B MYPN NCK1 NDRG1 NECTIN1 NECTIN2 NECTIN3 NEO1 NEXN NF2 NFASC NHERF2 NIBAN2 NINJ1 NISCH NLGN1 NLGN2 NLGN3 NLGN4X NLGN4Y NOP56 NOTCH3 NPHS1 NPNT NPTN NRCAM NRG1 NRXN1 NRXN2 NRXN3 NTNG1 NUDC NUMB OLA1 OLFM4 P2RX4 P4HB PACSIN2 PAICS PAK2 PAK4 PAK6 PALLD PARK7 PARVA PCBP1 PCMT1 PDLIM1 PDLIM5 PDXDC1 PFKP PFN1 PHLDB2 PI4KA PICALM PKM PKN2 PKP1 PKP2 PKP3 PKP4 PLCB3 PLEC PLIN3 PLPP3 PLXNB3 POSTN PPFIBP1 PPIA PPL PPME1 PPP1CA PPP1R13L PRDX1 PRDX6 PRKCA PROM1 PSEN1 PSMB6 PTK2 PTN PTPN1 PTPN11 PTPN2 PTPN6 PTPRB PTPRD PTPRF PTPRH PTPRJ PTPRM PTPRO PTPRT PTPRZ1 PUF60 PVR RAB10 RAB11B RAB1A RACK1 RAN RANBP1 RANGAP1 RARS1 RDX ROBO3 ROBO4 RPL14 RPL15 RPL23A RPL24 RPL29 RPL34 RPL6 RPL7A RPS2 RPS26 RPSA RPSA2 RSL1D1 RTN4 RUVBL1 S100A11 S100P S1PR2 S1PR3 SCRIB SCYL1 SDCBP SEMA7A SEPTIN2 SEPTIN7 SEPTIN9 SERBP1 SFN SFRP2 SH3GL1 SH3GLB1 SH3GLB2 SHTN1 SIRPA SLC14A2 SLC3A2 SLC6A4 SLK SND1 SNX1 SNX2 SNX5 SNX9 SPP1 SPTAN1 SPTBN1 SPTBN2 SRC STAT1 STK24 STK38 STX5 STXBP6 SWAP70 SYK TAGLN2 TBC1D10A TBC1D2 TENM1 TENM2 TENM3 TENM4 TES TGFBI THBS1 THBS4 THY1 TJP1 TJP2 TJP3 TLN1 TLN2 TMIGD1 TMOD3 TMPO TNKS1BP1 TNN TNXB TRIM25 TRIM29 TRPC4 TSPAN4 TSPAN8 TWF1 TWF2 TXNDC9 UBAP2 UBFD1 UNC45A USO1 USP8 UTRN VAPA VAPB VASN VASP VCAM1 VCL VSIG10 VSIG10L2 VTN VWF WASF2 YKT6 YWHAB YWHAE YWHAZ ZC3H15 ZC3HAV1 GOMF_CELL_ADHESIVE_PROTEIN_BINDING_INVOLVED_IN_BUNDLE_OF_HIS_CELL_PURKINJE_MYOCYTE_COMMUNICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CELL_ADHESIVE_PROTEIN_BINDING_INVOLVED_IN_BUNDLE_OF_HIS_CELL_PURKINJE_MYOCYTE_COMMUNICATION DSC2 DSG2 DSP JUP PKP2 GOMF_CELL_CELL_ADHESION_MEDIATOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CELL_CELL_ADHESION_MEDIATOR_ACTIVITY ANXA1 ANXA2 BAIAP2 BAIAP2L1 CD200 CD47 CDC42EP1 CLSTN3 CNN3 CNTN1 CNTN2 CNTN4 CNTN5 CNTN6 CXADR DSC2 DSCAM DSCAML1 DSG2 DSP EMB EPCAM ESAM GLDN IGSF9 IZUMO1 JAM3 JUP KRT18 LRRC4C MYPN NEXN NFASC NRCAM NTNG1 PAK4 PALLD PDLIM1 PDLIM5 PKP2 PKP3 PLXNB3 PPP1CA RAB10 ROBO3 ROBO4 S100A11 SIRPA STXBP6 TMIGD1 TMOD3 TRIM29 GOMF_CELL_MATRIX_ADHESION_MEDIATOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CELL_MATRIX_ADHESION_MEDIATOR_ACTIVITY EMILIN1 ITGA1 ITGA10 ITGA11 ITGA2 ITGB1 MADCAM1 GOMF_CENTROMERIC_DNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CENTROMERIC_DNA_BINDING CENPB CENPC KIF2C MLH3 MSH2 ZW10 GOMF_CERAMIDE_1_PHOSPHATE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CERAMIDE_1_PHOSPHATE_BINDING CERT1 CPTP GLTP GLTPD2 PLA2G4A PLEKHA8 PLEKHA8P1 GOMF_CERAMIDE_1_PHOSPHATE_TRANSFER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CERAMIDE_1_PHOSPHATE_TRANSFER_ACTIVITY CERT1 CPTP GLTP GLTPD2 MTTP PLEKHA8 PLEKHA8P1 GOMF_CERAMIDE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CERAMIDE_BINDING CD300LF CERT1 CLIP3 CLN8 CPTP EPDR1 GLTP GLTPD2 LAPTM4B MAG MAP1LC3B PLA2G4A PLEKHA8 PLEKHA8P1 PLTP PSAP RTN4R VDAC1 VDAC2 GOMF_CGMP_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CGMP_BINDING CNGA1 CNGA2 CNGA3 CNGA4 CNGB1 CNGB3 PDE10A PDE11A PDE2A PDE5A PDE6C PDE6G PDE6H PRKG1 PRKG2 RAPGEF2 GOMF_CHANNEL_ACTIVATOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CHANNEL_ACTIVATOR_ACTIVITY AKT1 LRRC26 LRRC38 LRRC52 LRRC55 NHERF1 GOMF_CHANNEL_INHIBITOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CHANNEL_INHIBITOR_ACTIVITY AMBP ANKRD36C BCL2 CALM1 CALM2 CAMK2D CAV1 CAV3 CFTR COMMD1 ENSA FKBP1A FKBP1B ITPR1 KCNMB2 KCNV1 MCUB NEDD4 NEDD4L NHERF4 PACSIN3 PCSK9 PHPT1 RACK1 RASA1 RSC1A1 SCN1B SCN3B SLC30A1 STX1A STX7 STX8 TNNI3 VAMP8 VTI1B WNK4 GOMF_CHANNEL_REGULATOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CHANNEL_REGULATOR_ACTIVITY ABCC9 ADRB2 AKAP9 AKT1 AMBP AMIGO1 ANKRD36C ARPP19 ATP2B4 BCL2 BSND C8orf44-SGK3 CABP1 CABP2 CABP4 CABP5 CACNB3 CACNG1 CACNG2 CACNG3 CACNG4 CACNG5 CACNG6 CACNG7 CACNG8 CALM1 CALM2 CAMK2D CAV1 CAV3 CFTR CHP1 CHRNA7 COMMD1 CRISP1 DLG1 DPP10 DPP6 DRD4 ENSA FGF11 FGF12 FGF13 FGF14 FKBP1A FKBP1B FLNA FXYD1 FXYD2 FXYD3 FXYD4 FXYD5 FXYD6 FXYD6P3 FXYD7 GEM GPD1L GPLD1 GRM2 GRM3 HPCAL4 ITPR1 KCNAB1 KCNAB2 KCNAB3 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNIP1 KCNIP2 KCNIP3 KCNIP4 KCNMB1 KCNMB2 KCNMB3 KCNMB4 KCNS1 KCNS3 KCNV1 LRRC26 LRRC38 LRRC52 LRRC55 MCUB NEDD4 NEDD4L NHERF1 NHERF4 NOS1 NPY NPY2R NRXN1 NRXN2 PACSIN3 PCSK9 PHPT1 PKP2 PRKCB PRKCZ PRKG1 PTPN3 RACK1 RANGRF RASA1 REM1 REM2 RRAD RSC1A1 SCLT1 SCN1B SCN2B SCN3B SCN4B SGK1 SGK2 SGK3 SLC30A1 SLC5A3 SNF8 SNTA1 SRI STIM1 STIM2 STIMATE STX1A STX7 STX8 SUMO1 TMEM168 TMPRSS3 TNNI3 TRPV1 TSPAN13 VAMP8 VTI1B WNK4 YWHAE YWHAH GOMF_CHEMOATTRACTANT_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CHEMOATTRACTANT_ACTIVITY ALKBH1 BMP4 CCL15 CCL16 CCL3 CCL5 COLEC10 CX3CL1 CXCL10 DEFB103A DEFB103B DEFB104A DEFB104B DEFB109B DEFB110 DEFB114 DEFB130A DEFB130B DEFB133 DEFB4A FGF10 FGF2 FGF7 FGF8 GDNF GPNMB HGF HMGB1 HMGB2 LGALS3 MIF NTF3 PDGFB PGF S100A4 SCG2 VEGFA VEGFB VEGFC VEGFD WNT5A GOMF_CHEMOKINE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CHEMOKINE_ACTIVITY C5 CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL27 CCL28 CCL3 CCL3L1 CCL3L3 CCL4 CCL5 CCL7 CCL8 CKLF CX3CL1 CXCL1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL14 CXCL16 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 GPR15LG PF4 PF4V1 PPBP XCL1 XCL2 GOMF_CHEMOKINE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CHEMOKINE_BINDING A2M ACKR1 ACKR2 ACKR3 ACKR4 CCR1 CCR10 CCR2 CCR3 CCR4 CCR5 CCR6 CCR7 CCR8 CCR9 CCRL2 CX3CR1 CXCR1 CXCR2 CXCR3 CXCR4 CXCR5 CXCR6 FGF2 HMGB1 ITGA4 ITGAV ITGB1 ITGB3 PDPN PLP2 XCR1 ZFP36 GOMF_CHEMOKINE_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CHEMOKINE_RECEPTOR_BINDING C5 CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL27 CCL28 CCL3 CCL3L1 CCL3L3 CCL4 CCL5 CCL7 CCL8 CCR2 CCRL2 CKLF CNIH4 CX3CL1 CX3CR1 CXCL1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL14 CXCL16 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 DEFB1 DEFB103A DEFB103B DEFB106A DEFB106B DEFB109B DEFB110 DEFB114 DEFB130A DEFB130B DEFB133 DEFB4A GPR15LG ITCH JAK1 MSMP NARS1 NES PF4 PF4V1 PPBP S100A14 STAT1 TFF2 XCL1 XCL2 YARS1 GOMF_CHEMOREPELLENT_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CHEMOREPELLENT_ACTIVITY APOA1 DPP4 EFNA5 EPHA7 FLRT2 FLRT3 NRG1 NRG3 SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A GOMF_CHITINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CHITINASE_ACTIVITY CHI3L1 CHI3L2 CHIA CHIT1 CTBS OVGP1 GOMF_CHITIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CHITIN_BINDING CHI3L1 CHI3L2 CHIA CHID1 CHIT1 CTBS FIBCD1 OVGP1 GOMF_CHLORIDE_CHANNEL_INHIBITOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CHLORIDE_CHANNEL_INHIBITOR_ACTIVITY CFTR STX1A STX7 STX8 VAMP8 VTI1B GOMF_CHLORIDE_CHANNEL_REGULATOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CHLORIDE_CHANNEL_REGULATOR_ACTIVITY BSND C8orf44-SGK3 CFTR CHRNA7 NHERF1 SGK1 SGK3 STX1A STX7 STX8 TRPV1 VAMP8 VTI1B GOMF_CHLORIDE_ION_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CHLORIDE_ION_BINDING ACE AMY1A AMY1B AMY1C AMY2A CTSC LCN1 NLGN4X NPR3 NQO2 NUDT16 SLC22A6 TDG WNK4 GOMF_CHOLESTEROL_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CHOLESTEROL_BINDING ABCA1 ABCG1 ANXA6 APOA1 APOA2 APOC3 APOD APOF CAV1 CD81 CETP ERLIN1 ERLIN2 GPR155 GRAMD1A GRAMD1B GRAMD1C MINAR2 NPC1 NPC1L1 NPC2 NR1H3 OSBP2 OSBPL10 OSBPL1A OSBPL2 OSBPL3 OSBPL5 OSBPL6 OSBPL7 OSBPL8 PMP2 PROM1 PROM2 PTCH1 SCARB2 SCP2 SIDT1 SLC38A9 SOAT1 SOAT2 STAR STARD3 STARD3NL STARD4 STARD5 SULT2B1 SYP TSPO TSPO2 VDAC1 VDAC2 GOMF_CHOLINE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CHOLINE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY SLC22A2 SLC44A1 SLC44A2 SLC44A3 SLC44A4 SLC44A5 SLC5A7 GOMF_CHONDROITIN_SULFATE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CHONDROITIN_SULFATE_BINDING ADGRE2 AGRN ANXA6 DPYSL3 IMPG1 MDK PTN PTPRS RTN4R RTN4RL1 GOMF_CHONDROITIN_SULFOTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CHONDROITIN_SULFOTRANSFERASE_ACTIVITY CHST11 CHST12 CHST13 CHST3 CHST7 CHST9 GOMF_CHROMATIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CHROMATIN_BINDING ACTB ACTL6A ACTL6B ACTN4 ACTR6 ACTRT1 ADNP AIRE AJUBA ANKRD17 APBB1 APEX1 APTX AR ARID1A ARID1B ARID3A ARID3C ARID5A ARX ASCL1 ASF1A ASH1L ASXL1 ASXL2 ASXL3 ATAD2 ATAD2B ATF2 ATF4 ATF5 ATOH1 ATRX AUTS2 BAHCC1 BAHD1 BAP1 BARX2 BCAS3 BCL6 BEND6 BMI1 BRD2 BRD3 BRD4 BRIP1 CABIN1 CALCOCO1 CAMTA2 CBX1 CBX2 CBX3 CBX4 CBX5 CBX6 CBX8 CCNT1 CCNT2 CDC45 CDCA5 CDK1 CDK9 CDT1 CDYL CEBPA CEBPB CENPA CENPB CENPF CENPS CGAS CHAF1A CHAF1B CHD1 CHD1L CHD2 CHD3 CHD4 CHD5 CHD6 CHD7 CHD8 CITED1 CITED2 CKS2 CLOCK CRAMP1 CREB3L1 CREBBP CSNK2B CTBP1 CTBP2 CTCF CTCFL CTNNB1 DDX1 DDX11 DDX5 DHX30 DHX9 DLX1 DLX2 DLX3 DMRT1 DNAJC2 DNMT1 DNMT3A DNTTIP1 DPPA2 DPPA4 E2F4 EBF2 EED EGFR EGR1 EGR2 EHMT2 ELK1 ELK4 ENY2 EOMES EP300 EP400 EPOP ERCC1 ERCC3 ERCC4 ERCC6 ERG ESR1 EXO1 EZH1 EZH2 FAAP24 FABP1 FANCM FEZF2 FLI1 FMR1 FOS FOSL1 FOSL2 FOXA1 FOXC1 FOXC2 FOXN4 FOXO1 FOXO3 FOXO4 FUS GABPA GADD45A GATA1 GATA2 GATA6 GATAD2B GLI1 GLI2 GLI3 GLYR1 GMNC GMNN GPER1 GRHL1 GRHL2 GRHL3 GRWD1 GTF2B GTF2F1 GTF2H1 H1-0 H1-1 H1-10 H1-2 H1-3 H1-4 H1-5 H1-6 H1-7 H1-8 H1-9P H2AZ1 H3-3A H3-3B H3-5 H3Y1 HCFC1 HDAC1 HDAC2 HDAC3 HDAC5 HDAC7 HELLS HES1 HES5 HESX1 HINFP HIRA HMGA1 HMGA2 HMGN1 HMGN2 HMGN3 HMGN4 HMGN5 HNF4A HNRNPC HNRNPD HNRNPU HOXC13 HOXD10 HOXD13 HP1BP3 HPF1 HR HSF1 IFT74 IKZF3 IKZF5 ING2 ING5 INSM1 IRF3 ISL1 JARID2 JDP2 JMJD1C KAT2A KAT2B KAT5 KDM1A KDM1B KDM3A KDM3B KDM4D KDM5A KDM6A KDM6B KDM8 KLF14 KLF4 KLHDC3 KMT2A KMT5B KMT5C L3MBTL1 L3MBTL2 L3MBTL3 L3MBTL4 LDB1 LEF1 LHX2 LRWD1 MACROH2A1 MACROH2A2 MAPK15 MBD1 MBD2 MBD3 MBD5 MBD6 MBTD1 MCM3AP MCM8 MCM9 MCMBP MECP2 MED1 MED12 MEF2A MEIOB MEIS1 MEIS3 MEN1 MEOX1 MITF MLH1 MLH3 MLLT1 MLLT10 MLLT3 MLLT6 MNT MORC2 MORF4L1 MPHOSPH8 MPO MRNIP MSGN1 MSH2 MSH6 MSL1 MTA1 MTA2 MTA3 MTF2 MYOD1 MYOG NAP1L1 NAP1L2 NAP1L3 NAP1L4 NCAPH NCAPH2 NCOA1 NCOA2 NCOA5 NCOA6 NCOR2 NDN NELFA NELFE NEUROD1 NEUROG1 NEUROG3 NFAT5 NFATC2 NFIA NFKB1 NIPBL NKAP NKAPL NKX2-5 NKX6-1 NOC2L NOC3L NONO NOTCH1 NPM1 NPM2 NPM3 NR1H2 NR1H3 NR5A1 NR5A2 NRL NSD1 NSD2 NUCKS1 NUDT21 NUP62 NUP98 NUPR1 OBI1 OGT ONECUT1 ORC1 OVOL2 PAF1 PARP1 PARP2 PATZ1 PAX6 PBRM1 PBX2 PCGF1 PCGF2 PCLAF PCNA PDX1 PELP1 PER1 PHC1 PHC2 PHC3 PHF1 PHF13 PHF19 PHF21A PHF8 PKN1 PKNOX1 PLAC8 POLA1 POLD1 POLE POLE3 POLG POLQ POLR1A POLR2A POLR2B POLR3A POLR3D POLR3G POU4F1 POU4F2 PPARG PPARGC1A PRDM1 PRDM11 PRDM13 PRDM14 PRDM15 PRDM8 PRIMPOL PRKAA1 PRKAA2 PRKCB PRMT6 PROP1 PTF1A PWWP2A PWWP3A PYGO2 RAD17 RAD21 RAD21L1 RAD51 RAG2 RAN RARA RARG RBBP4 RBL1 RBL2 RBMX RBPJ RBPJL RCC1 RCOR1 REC8 RELA REPIN1 RERE REST RING1 RIT2 RNF168 RNF169 RNF2 RNF20 RNF4 RNF8 RUNX2 RUVBL2 SAFB SAMD1 SAMD11 SAMD7 SAP30L SARNP SATB2 SBNO1 SBNO2 SCMH1 SCML1 SCML2 SCML4 SET SETD7 SETDB1 SETSIP SFMBT1 SFMBT2 SFPQ SHMT2 SIN3A SIN3B SIRT1 SIRT2 SIRT6 SIRT7 SIX1 SKIL SKOR2 SLC30A9 SMAD2 SMAD3 SMAD4 SMAD6 SMARCA1 SMARCA2 SMARCA4 SMARCA5 SMARCAD1 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMC1A SMC2 SMC3 SMC4 SNAI2 SOX10 SOX14 SOX15 SOX9 SP3 SPI1 SREBF1 SRF SSBP1 SSRP1 STAG1 STAG2 STAG3 STAT1 STAT3 STAT5B STPG4 SUPT16H SUPT5H SUPT6H SUV39H1 SUZ12 SVEP1 TADA2A TADA2B TAF10 TAF2 TAL1 TASOR TBR1 TCF7L2 TDRD3 TFAM TFAP2A TFAP2B THRA THRB TICRR TLE4 TNRC18 TOP1 TOP2A TOP2B TOX TOX2 TOX3 TOX4 TP53 TP63 TPR TRIM24 TRIM28 TRIM37 TSHZ3 TSPY1 TSPY10 TSPY2 TSPY26P TSPY3 TSPY4 TSPY8 TSPY9 TSPYL1 TSPYL2 TSPYL4 TSPYL5 TSPYL6 TTC21B TTC5 TTF1 UBE2T UBTF UPF1 URI1 USP3 USP51 UTY UXT VAX1 VAX2 VCX WAC WBP2 WBP2NL WDHD1 WDR13 WDR82 WRN YAP1 YY1 ZC3H12A ZC3H4 ZEB1 ZFP57 ZFX ZIC2 ZKSCAN3 ZNF143 ZNF274 ZNF276 ZNF304 ZNF354B ZNF431 ZNF445 ZNF609 ZNF683 ZNF750 ZNHIT1 GOMF_CHROMATIN_DNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CHROMATIN_DNA_BINDING ACTB ACTL6A ACTN4 APEX1 ATOH1 ATRX BAP1 BCL6 CEBPA CEBPB CHD4 CLOCK CREBBP CTCF CTCFL DHX9 EOMES EP300 EZH2 FOXC2 FOXO1 FOXO3 GATA1 GATAD2B GRHL1 GRHL2 GRHL3 H1-0 H1-1 H1-10 H1-2 H1-3 H1-4 H1-5 H1-6 H1-7 H1-8 H1-9P H2AZ1 H3-3A H3-3B H3-5 H3Y1 HDAC1 HDAC2 HDAC3 HMGA2 HMGN1 HMGN2 HMGN3 HMGN4 HMGN5 HNRNPC HNRNPU HR HSF1 INSM1 JMJD1C KDM3A KDM3B KDM4D KDM5A KDM6A KDM6B KLF4 MACROH2A1 MACROH2A2 MBD2 MBD3 MECP2 MED1 MTA2 MYOD1 MYOG NEUROG3 NKAP NOTCH1 NR1H2 NR1H3 OGT PAX6 PER1 POLE3 PPARGC1A PRDM14 RARA RBBP4 RCC1 RELA REPIN1 RUNX2 RUVBL2 SBNO1 SBNO2 SIRT6 SMAD3 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD2 SMARCE1 SRF STAT3 SUZ12 TBR1 THRA THRB TOX TOX2 TOX3 TOX4 UTY VAX1 VAX2 WBP2 WBP2NL ZFX ZIC2 ZNF276 GOMF_CHROMATIN_INSULATOR_SEQUENCE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CHROMATIN_INSULATOR_SEQUENCE_BINDING CTCF CTCFL REPIN1 ZFX ZNF276 GOMF_CHROMATIN_PROTEIN_ADAPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CHROMATIN_PROTEIN_ADAPTOR_ACTIVITY BRD1 BRD4 BRDT CHD1L EPC1 GLYR1 HDGFL2 ING2 PHF14 PIH1D1 THAP7 TONSL TSIX YEATS2 ZZEF1 GOMF_CHROMO_SHADOW_DOMAIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CHROMO_SHADOW_DOMAIN_BINDING ATRX CHAF1A LBR NIPBL SP100 TRIM28 GOMF_CILIARY_NEUROTROPHIC_FACTOR_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CILIARY_NEUROTROPHIC_FACTOR_RECEPTOR_BINDING CLCF1 CNTF CRLF1 IL6ST LIFR OSMR GOMF_CIS_REGULATORY_REGION_SEQUENCE_SPECIFIC_DNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CIS_REGULATORY_REGION_SEQUENCE_SPECIFIC_DNA_BINDING AHR ANHX APP AR ARGFX ARNT ARNT2 ARX ASCL1 ASCL2 ATF1 ATF2 ATF3 ATF4 ATF6 ATF6B ATF7 ATOH1 ATOH7 ATOH8 BACH1 BACH2 BATF BATF2 BATF3 BCL11A BCL11B BCL6 BCL6B BHLHA15 BHLHE22 BHLHE23 BHLHE40 BHLHE41 BMAL1 BMAL2 BMI1 BORCS8-MEF2B BPTF BRF1 BRF2 BSX CALCOCO1 CARF CC2D1A CC2D1B CCAR1 CDK9 CDX1 CDX2 CDX4 CEBPA CEBPB CEBPD CEBPE CEBPG CHD2 CHD7 CIART CLOCK CPHXL CPHXL2 CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 CREM CRX CRY1 CTCF CTCFL CUX2 CXXC1 DACH1 DACH2 DBP DDIT3 DDN DHX36 DHX9 DLX1 DLX2 DLX3 DLX4 DLX5 DLX6 DMRT1 DMRT2 DMRT3 DMRTA1 DMRTA2 DMRTB1 DMRTC1 DMRTC1B DMRTC2 DMTF1 DNMT3A DPRX DUX4 E2F1 E2F2 E2F3 E2F4 E2F5 E2F6 E2F7 E2F8 E4F1 EBF1 EBF2 EBF3 EBF4 EGR1 EGR2 EGR3 EGR4 EHF ELF1 ELF3 ELF4 ELK1 ELK3 ELK4 ELL ELL2 ELL3 EMX1 EMX2 EN1 EN2 EOMES EPAS1 ERG ESR1 ESR2 ESRRA ESRRB ESRRG ETS1 ETS2 ETV1 ETV2 ETV4 ETV6 EVX1 EVX2 EZH2 FEV FEZF1 FEZF2 FIGLA FLI1 FOS FOSB FOSL1 FOSL2 FOXA1 FOXA2 FOXA3 FOXB1 FOXB2 FOXC1 FOXC2 FOXD1 FOXD2 FOXD3 FOXD4 FOXD4L1 FOXD4L3 FOXD4L4 FOXD4L5 FOXD4L6 FOXE1 FOXE3 FOXF1 FOXF2 FOXH1 FOXI1 FOXI2 FOXI3 FOXJ1 FOXJ2 FOXJ3 FOXK1 FOXK2 FOXL1 FOXL2 FOXN2 FOXN3 FOXN4 FOXO1 FOXO3 FOXO3B FOXO4 FOXO6 FOXP1 FOXP2 FOXP3 FOXP4 FOXQ1 FOXS1 GABPA GATA1 GATA2 GATA3 GATA4 GATA5 GATA6 GCM1 GCM2 GFI1 GFI1B GLI1 GLI2 GLI3 GLI4 GLIS1 GLIS2 GLIS3 GMEB1 GMEB2 GRHL1 GRHL2 GRHL3 GSC GSC2 GSX1 GTF2IRD1 GTF3C5 GZF1 H2AZ1 H3-3A H3-3B HAND1 HAND2 HBP1 HDAC1 HDAC4 HDAC5 HDAC6 HDGF HDX HELT HES1 HES2 HES3 HES4 HES5 HES6 HES7 HESX1 HEY1 HEY2 HEYL HHEX HIC2 HIF1A HIF3A HINFP HIVEP1 HIVEP2 HIVEP3 HLF HMGA1 HMGA2 HMGB2 HNF1A HNF1B HNF4A HNF4G HNRNPU HOXA1 HOXA10 HOXA11 HOXA13 HOXA2 HOXA3 HOXA4 HOXA5 HOXA6 HOXA7 HOXA9 HOXB1 HOXB13 HOXB3 HOXB4 HOXB5 HOXB6 HOXB7 HOXB9 HOXC10 HOXC11 HOXC13 HOXC4 HOXC5 HOXC6 HOXC9 HOXD1 HOXD10 HOXD11 HOXD13 HOXD3 HOXD4 HOXD9 HSF1 HSF2 HSF4 HSF5 HSFX1 HSFX2 HSFX3 HSFX4 HSFY1 HSFY2 IKZF1 IKZF2 IKZF3 IKZF4 IKZF5 INSM1 INSM2 IRF1 IRF2 IRF3 IRF4 IRF5 IRF6 IRF7 IRF8 IRF9 IRX1 IRX2 IRX3 IRX4 IRX5 IRX6 ISL1 ISL2 JDP2 JUN JUNB JUND KCNIP3 KDM2B KDM6A KDM6B KLF1 KLF10 KLF11 KLF12 KLF13 KLF14 KLF15 KLF16 KLF17 KLF18 KLF2 KLF3 KLF4 KLF5 KLF6 KLF7 KLF8 KLF9 LEF1 LEUTX LHX1 LHX2 LHX3 LITAF LRRFIP1 LYL1 MAF MAF1 MAFA MAFB MAFF MAFG MAFK MAX MAZ MECOM MED1 MED12 MED8 MEF2A MEF2B MEF2C MEF2D MEIS1 MEIS2 MEIS3 MEIS3P1 MEOX1 MEOX2 MESP1 MESP2 MGA MITF MIXL1 MKX MLX MLXIP MLXIPL MNT MSC MSGN1 MSX1 MTA1 MTF1 MTOR MUC1 MXD1 MXD3 MXD4 MXI1 MYB MYBBP1A MYBL1 MYBL2 MYC MYCL MYCN MYF5 MYF6 MYNN MYOD1 MYOG MYPOP MZF1 NACC1 NACC2 NANOG NANOGP1 NANOGP8 NCOA2 NDN NEUROD1 NEUROD2 NEUROD4 NEUROD6 NEUROG1 NEUROG2 NEUROG3 NFAT5 NFATC1 NFATC2 NFATC3 NFATC4 NFE2 NFE2L1 NFE2L2 NFE2L3 NFE4 NFIA NFIB NFIC NFIL3 NFIX NFKB1 NFKB2 NFKBIZ NFYA NFYB NFYC NHLH1 NHLH2 NKRF NKX1-1 NKX1-2 NKX2-1 NKX2-2 NKX2-3 NKX2-4 NKX2-5 NKX2-6 NKX2-8 NKX3-1 NKX3-2 NKX6-1 NKX6-2 NKX6-3 NLRC5 NOBOX NOTO NPAS2 NPAS4 NR1D1 NR1D2 NR1H2 NR1H3 NR1H4 NR1I2 NR1I3 NR2C1 NR2C2 NR2E1 NR2E3 NR2F1 NR2F2 NR2F6 NR3C1 NR3C2 NR4A1 NR4A2 NR4A3 NR5A1 NR5A2 NR6A1 NRF1 NRIP1 NRL NSD1 NTN1 NTN3 OLIG1 OLIG2 OLIG3 ONECUT1 ONECUT2 ONECUT3 OTX1 OTX2 OVOL1 OVOL2 OVOL3 PASD1 PATZ1 PAX1 PAX2 PAX3 PAX4 PAX5 PAX6 PAX7 PAX8 PAX9 PBX1 PBX2 PBX3 PBX4 PDX1 PER1 PGR PHOX2B PITX1 PITX2 PITX3 PKNOX1 PKNOX2 PLAG1 PLAGL1 POU1F1 POU2F1 POU2F2 POU2F3 POU3F1 POU3F2 POU3F3 POU3F4 POU4F1 POU4F2 POU4F3 POU5F1 POU5F1B POU5F2 POU6F1 POU6F2 PPARA PPARD PPARG PRDM1 PRDM15 PRDM16 PRDM4 PRDM5 PRMT5 PROP1 PROX1 PROX2 PRRX1 PRRX2 PTF1A RAD23B RARA RARB RARG RAX RAX2 RBAK RBBP4 RBMX RBPJ RBPJL REL RELA RELB REST RFX1 RFX2 RFX3 RFX4 RFX5 RFX6 RFX7 RFX8 RORA RORB RORC RPTOR RREB1 RUNX1 RUNX2 RUNX3 RUVBL2 RXRA RXRB RXRG SAFB SALL1 SALL2 SALL3 SALL4 SARS1 SATB1 SATB2 SCRT1 SCRT2 SCX SIRT1 SIX1 SIX2 SIX3 SIX4 SIX5 SIX6 SKI SKIL SKOR1 SKOR2 SLC2A4RG SMAD1 SMAD2 SMAD3 SMAD4 SMAD5 SMAD9 SMYD3 SNAI1 SNAI2 SNAI3 SNAPC3 SNAPC4 SOHLH2 SOX1 SOX10 SOX11 SOX12 SOX13 SOX14 SOX15 SOX17 SOX18 SOX2 SOX21 SOX3 SOX30 SOX4 SOX5 SOX6 SOX7 SOX8 SOX9 SP1 SP2 SP3 SP4 SP5 SP6 SP7 SP8 SP9 SPI1 SPIB SPIC SREBF1 SREBF2 SRF SRY ST18 STAT1 STAT2 STAT3 STAT4 STAT5A STAT5B STAT6 STK16 SUB1 SUZ12 TAL1 TAL2 TARDBP TBP TBR1 TBX1 TBX10 TBX15 TBX18 TBX19 TBX2 TBX20 TBX21 TBX22 TBX3 TBX4 TBX5 TBX6 TBXT TCF12 TCF15 TCF21 TCF3 TCF4 TCF7 TCF7L1 TCF7L2 TCFL5 TEAD1 TEAD2 TEAD3 TEAD4 TEF TFAP2A TFAP2B TFAP2C TFAP2E TFAP4 TFCP2 TFCP2L1 TFDP1 TFE3 TFEB TFEC TGIF1 TGIF2 TGIF2LX TGIF2LY THAP1 THAP10 THAP11 THRA THRAP3 THRB TIPARP TLX1 TLX2 TLX3 TOP1 TP53 TP63 TP73 TPRX1 TRIM24 TWIST1 UBP1 UHRF1 USF1 USF2 USP3 UTY VAX1 VAX2 VDR VENTX WBP2 WIZ WT1 XBP1 YAP1 YY1 YY2 ZBED1 ZBTB1 ZBTB11 ZBTB12 ZBTB14 ZBTB16 ZBTB17 ZBTB2 ZBTB20 ZBTB22 ZBTB24 ZBTB25 ZBTB26 ZBTB32 ZBTB33 ZBTB34 ZBTB37 ZBTB38 ZBTB39 ZBTB4 ZBTB41 ZBTB43 ZBTB45 ZBTB48 ZBTB49 ZBTB6 ZBTB7A ZBTB7B ZBTB7C ZBTB8A ZBTB9 ZEB1 ZEB2 ZFAT ZFHX2 ZFHX3 ZFHX4 ZFP1 ZFP14 ZFP2 ZFP28 ZFP30 ZFP42 ZFP62 ZFP82 ZFP92 ZFX ZFY ZGPAT ZIC1 ZIC2 ZIC3 ZIC4 ZIC5 ZIK1 ZIM3 ZKSCAN1 ZKSCAN2 ZKSCAN3 ZKSCAN4 ZKSCAN5 ZKSCAN7 ZKSCAN8 ZNF100 ZNF107 ZNF112 ZNF114 ZNF117 ZNF12 ZNF121 ZNF131 ZNF132 ZNF134 ZNF135 ZNF136 ZNF138 ZNF140 ZNF141 ZNF143 ZNF146 ZNF148 ZNF154 ZNF157 ZNF16 ZNF160 ZNF165 ZNF17 ZNF174 ZNF175 ZNF18 ZNF181 ZNF182 ZNF184 ZNF189 ZNF195 ZNF197 ZNF2 ZNF202 ZNF205 ZNF208 ZNF211 ZNF212 ZNF213 ZNF215 ZNF217 ZNF219 ZNF221 ZNF224 ZNF225 ZNF226 ZNF227 ZNF229 ZNF23 ZNF232 ZNF236 ZNF239 ZNF24 ZNF250 ZNF251 ZNF253 ZNF254 ZNF256 ZNF257 ZNF26 ZNF260 ZNF263 ZNF264 ZNF267 ZNF268 ZNF273 ZNF274 ZNF275 ZNF277 ZNF28 ZNF280A ZNF280B ZNF280C ZNF280D ZNF281 ZNF283 ZNF284 ZNF286A ZNF286B ZNF287 ZNF296 ZNF30 ZNF300 ZNF302 ZNF304 ZNF311 ZNF317 ZNF319 ZNF32 ZNF320 ZNF322 ZNF324 ZNF324B ZNF331 ZNF333 ZNF334 ZNF335 ZNF33A ZNF33B ZNF34 ZNF341 ZNF345 ZNF347 ZNF350 ZNF354A ZNF354B ZNF354C ZNF355P ZNF358 ZNF362 ZNF366 ZNF367 ZNF37A ZNF382 ZNF383 ZNF384 ZNF394 ZNF395 ZNF396 ZNF397 ZNF408 ZNF41 ZNF410 ZNF415 ZNF416 ZNF417 ZNF418 ZNF419 ZNF420 ZNF423 ZNF426 ZNF429 ZNF43 ZNF430 ZNF431 ZNF432 ZNF444 ZNF445 ZNF446 ZNF449 ZNF454 ZNF460 ZNF461 ZNF467 ZNF468 ZNF470 ZNF471 ZNF473 ZNF479 ZNF48 ZNF480 ZNF483 ZNF484 ZNF485 ZNF486 ZNF490 ZNF492 ZNF493 ZNF496 ZNF497 ZNF500 ZNF501 ZNF502 ZNF506 ZNF514 ZNF516 ZNF519 ZNF521 ZNF524 ZNF525 ZNF526 ZNF527 ZNF528 ZNF530 ZNF534 ZNF536 ZNF540 ZNF543 ZNF544 ZNF546 ZNF547 ZNF548 ZNF549 ZNF551 ZNF552 ZNF561 ZNF562 ZNF564 ZNF565 ZNF567 ZNF568 ZNF569 ZNF570 ZNF571 ZNF572 ZNF573 ZNF574 ZNF575 ZNF577 ZNF578 ZNF580 ZNF581 ZNF583 ZNF584 ZNF585A ZNF585B ZNF586 ZNF587 ZNF594 ZNF595 ZNF597 ZNF600 ZNF605 ZNF606 ZNF607 ZNF610 ZNF611 ZNF613 ZNF615 ZNF616 ZNF621 ZNF623 ZNF624 ZNF626 ZNF628 ZNF629 ZNF630 ZNF639 ZNF644 ZNF646 ZNF648 ZNF649 ZNF655 ZNF658 ZNF658B ZNF66 ZNF660 ZNF662 ZNF664 ZNF665 ZNF667 ZNF668 ZNF670 ZNF671 ZNF675 ZNF676 ZNF677 ZNF678 ZNF679 ZNF680 ZNF681 ZNF682 ZNF683 ZNF689 ZNF691 ZNF692 ZNF695 ZNF697 ZNF699 ZNF7 ZNF701 ZNF704 ZNF707 ZNF708 ZNF71 ZNF710 ZNF711 ZNF713 ZNF714 ZNF716 ZNF717 ZNF718 ZNF721 ZNF722 ZNF723 ZNF724 ZNF726 ZNF727 ZNF728 ZNF729 ZNF730 ZNF732 ZNF735 ZNF736 ZNF737 ZNF74 ZNF740 ZNF746 ZNF750 ZNF75CP ZNF75D ZNF76 ZNF761 ZNF763 ZNF765 ZNF766 ZNF770 ZNF772 ZNF773 ZNF774 ZNF776 ZNF780A ZNF780B ZNF782 ZNF784 ZNF786 ZNF789 ZNF790 ZNF792 ZNF793 ZNF8 ZNF805 ZNF808 ZNF81 ZNF813 ZNF814 ZNF816 ZNF821 ZNF829 ZNF83 ZNF835 ZNF836 ZNF837 ZNF84 ZNF840P ZNF841 ZNF845 ZNF85 ZNF850 ZNF852 ZNF853 ZNF860 ZNF865 ZNF876P ZNF879 ZNF880 ZNF883 ZNF888 ZNF892 ZNF90 ZNF91 ZNF92 ZNF93 ZNF98 ZNF99 ZSCAN1 ZSCAN10 ZSCAN12 ZSCAN16 ZSCAN18 ZSCAN20 ZSCAN21 ZSCAN22 ZSCAN23 ZSCAN25 ZSCAN26 ZSCAN29 ZSCAN30 ZSCAN31 ZSCAN32 ZSCAN4 ZSCAN5A ZSCAN5B ZSCAN5C ZSCAN5DP ZSCAN9 GOMF_CIS_TRANS_ISOMERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CIS_TRANS_ISOMERASE_ACTIVITY AIP AIPL1 CWC27 DEGS1 FKBP10 FKBP11 FKBP14 FKBP15 FKBP1A FKBP1B FKBP1C FKBP2 FKBP3 FKBP4 FKBP5 FKBP6 FKBP7 FKBP8 FKBP9 GSTZ1 NKTR PIN1 PIN4 PPIA PPIAL4A PPIAL4C PPIAL4D PPIAL4E PPIAL4F PPIAL4G PPIAL4H PPIB PPIC PPID PPIE PPIF PPIG PPIH PPIL1 PPIL2 PPIL3 PPIL4 PPIL6 PPWD1 PTPA RANBP2 RPE65 GOMF_CLASS_I_DNA_APURINIC_OR_APYRIMIDINIC_SITE_ENDONUCLEASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CLASS_I_DNA_APURINIC_OR_APYRIMIDINIC_SITE_ENDONUCLEASE_ACTIVITY ALKBH1 NEIL1 NEIL2 NEIL3 NTHL1 OGG1 POLB RPS3 GOMF_CLATHRIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CLATHRIN_BINDING AFTPH AP1B1 AP1G1 AP1G2 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 AP4B1 BIN1 CALY CEMIP CLBA1 CLINT1 CLTA CLTB CLTC CLTCL1 DAB2 DNAJC6 DNER ENTHD1 EPN1 EPN2 EPN3 GAK GPR107 HIP1 HIP1R LDLR LDLRAP1 LMBRD1 LRP1 LRRK2 MYCBPAP NCALD NSG1 NSG2 PICALM PIK3C2A SCLT1 SMAP1 SNAP91 STON1 STON2 SYT1 SYT10 SYT11 SYT12 SYT13 SYT15 SYT17 SYT2 SYT3 SYT4 SYT5 SYT6 SYT7 SYT8 SYT9 TOM1 TOM1L1 TOM1L2 TRPC5 GOMF_CLATHRIN_HEAVY_CHAIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CLATHRIN_HEAVY_CHAIN_BINDING CEMIP CLTA CLTB GPR107 LDLR LMBRD1 LRP1 PICALM SNAP91 TOM1 GOMF_CLATHRIN_LIGHT_CHAIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CLATHRIN_LIGHT_CHAIN_BINDING CALY CLTC CLTCL1 HIP1 HIP1R NSG1 NSG2 GOMF_COA_HYDROLASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_COA_HYDROLASE_ACTIVITY ABCD1 ABCD2 ABCD3 ACAA2 ACOT1 ACOT11 ACOT12 ACOT13 ACOT2 ACOT4 ACOT6 ACOT7 ACOT8 ACOT9 ACSBG2 BAAT ENSG00000205794 HIBCH MBLAC2 OLAH PLA2G6 PPT1 THEM4 THEM5 GOMF_COA_TRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_COA_TRANSFERASE_ACTIVITY ACAA1 ACSM3 OXCT1 OXCT2 SUGCT GOMF_COBALAMIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_COBALAMIN_BINDING CBLIF CD320 CUBN LMBRD1 MMAB MMACHC MMUT MTR TCN1 TCN2 GOMF_COLLAGEN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_COLLAGEN_BINDING ACHE ADAM9 ADGRG1 ADGRG6 AEBP1 ANTXR1 AP1G1 C1QTNF1 CCBE1 CD44 CHADL COCH COL14A1 COL5A3 COL6A1 COL6A2 COMP CRTAP CTSB CTSK CTSL CTSS DDR1 DDR2 DSPP ECM2 FN1 GP6 HSD17B12 HSPG2 ITGA1 ITGA10 ITGA11 ITGA2 ITGA3 ITGB1 LACRT LOX LRRC15 LUM MMP12 MMP13 MMP9 MRC2 NID1 NID2 P3H1 P3H4 PAK1 PCOLCE PCOLCE2 PDGFA PDGFB PODN PPIB RELL2 SERPINH1 SMAD3 SMAD4 SMAD7 SPARC SPARCL1 TGFBI THBS1 TNXB USH2A VTN VWF GOMF_COLLAGEN_BINDING_INVOLVED_IN_CELL_MATRIX_ADHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_COLLAGEN_BINDING_INVOLVED_IN_CELL_MATRIX_ADHESION ITGA1 ITGA10 ITGA11 ITGA2 ITGB1 GOMF_COLLAGEN_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_COLLAGEN_RECEPTOR_ACTIVITY DDR1 DDR2 ITGA11 ITGA2 OSCAR GOMF_COMPLEMENT_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_COMPLEMENT_BINDING APCS C1QBP C4A C4B C8A C8G CALR CD59 CD93 CFB CFH CFHR1 CFHR2 CFHR3 CFHR4 CFHR5 CR1 CR2 CRP ITGAM ITGB2 MASP2 MEGF10 PHB1 PTX3 VSIG4 GOMF_COMPLEMENT_COMPONENT_C1Q_COMPLEX_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_COMPLEMENT_COMPONENT_C1Q_COMPLEX_BINDING APCS C1QBP C4A CALR CD93 CRP MEGF10 PTX3 GOMF_COMPLEMENT_COMPONENT_C3B_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_COMPLEMENT_COMPONENT_C3B_BINDING CFH CFHR1 CFHR2 CFHR3 CFHR4 CFHR5 CR1 ITGAM ITGB2 PHB1 VSIG4 GOMF_COMPLEMENT_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_COMPLEMENT_RECEPTOR_ACTIVITY C3AR1 C5AR1 C5AR2 CMKLR1 CR1 CR2 FPR1 FPR2 FPR3 GPR32 GPR32P1 GPR33 GOMF_CONNEXIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CONNEXIN_BINDING CAV3 CNST CXADR GJA5 SRC GOMF_COPPER_CHAPERONE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_COPPER_CHAPERONE_ACTIVITY ATOX1 ATP7A CCS COX17 PARK7 SCO1 SCO2 GOMF_COPPER_ION_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_COPPER_ION_BINDING ACR ADNP ALB ANG AOC1 AOC2 AOC3 APOA4 ATOX1 ATP13A2 ATP7A ATP7B CCS COA6 COMMD1 COX11 COX17 CP CUTA CUTC DBH DCT F5 F8 GPC1 HAMP HEPH HEPHL1 IL1A LACC1 LOX LOXL1 LOXL2 LOXL3 LOXL4 MOXD1 MOXD2P MT-CO2 MT3 MTCO2P12 MUC2 OR5AR1 P2RX4 PAM PARK7 PRND PRNP RNF7 S100A12 S100A13 S100A5 SCO1 SCO2 SLC31A1 SNAI3 SNCA SNCB SNCG SOD1 SOD3 SUMF1 TP53 TYR GOMF_COPPER_ION_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_COPPER_ION_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ATP7A ATP7B SLC11A2 SLC31A1 SLC31A2 SLC39A11 SLC46A3 GOMF_CORECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CORECEPTOR_ACTIVITY ACKR3 ACVR2A CCR5 CCR8 CD28 CD4 CD80 CD86 CD8A CD8B CD8B2 CSF2RB CSPG4 CXCR4 CXCR6 ENG FCRL1 GPR15 HJV IL12RB2 IL17RC IL18RAP IL1RAP IL2RB IL2RG IL6ST ITGA4 ITGAV ITGB1 ITGB3 KDR LBP LILRA4 LRP5 LRP6 LY96 NECTIN1 NECTIN2 NGFR NRP1 RAMP1 RAMP2 RAMP3 RECK RGMA RGMB TGFBR3 TMIGD2 ZP2 GOMF_CORE_PROMOTER_SEQUENCE_SPECIFIC_DNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CORE_PROMOTER_SEQUENCE_SPECIFIC_DNA_BINDING AGO1 AGO2 BAZ2A CEBPB DRAP1 EZH2 FOS FOXP1 GBX2 GTF2A1 GTF2B H2AZ1 H3-3A H3-3B HDAC1 KLF10 MMP12 MYC NPM1 NR3C1 PARK7 PAX6 POU2F1 RELA REST RRN3 RUVBL2 SMARCA4 SMARCB1 SNAPC3 STAT1 TAF1 TAF1B TAF1C TAF4 TBP TBPL1 TP53 UBTF UBTFL1 UBTFL6 ZBTB17 GOMF_CORTICOTROPIN_RELEASING_HORMONE_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CORTICOTROPIN_RELEASING_HORMONE_RECEPTOR_BINDING GNAO1 GNAS UCN UCN2 UCN3 GOMF_CO_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CO_RECEPTOR_BINDING BMP2 BMP4 DKK1 DKK2 DKK3 DKK4 DKKL1 HFE LRRK2 NEO1 TFR2 WNT3A WNT9B GOMF_CO_SMAD_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CO_SMAD_BINDING CITED1 FOXH1 GATA4 PAX6 SMAD1 SMAD2 SMAD3 SMAD6 TGIF1 TRIM33 USP9X USP9Y GOMF_CROSSOVER_JUNCTION_DNA_ENDONUCLEASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CROSSOVER_JUNCTION_DNA_ENDONUCLEASE_ACTIVITY EME1 EME2 GEN1 MUS81 RAD51C SLX1A SLX1B TEFM XRCC3 GOMF_CTPASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CTPASE_ACTIVITY ABCE1 DDX3X ENTPD4 ENTPD7 NTPCR GOMF_CULLIN_FAMILY_PROTEIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CULLIN_FAMILY_PROTEIN_BINDING ANAPC11 ASB2 BTBD1 CCDC22 DCUN1D1 DCUN1D2 DCUN1D3 DCUN1D4 DCUN1D5 DDB1 GMCL2 KCTD17 KCTD2 KCTD21 KCTD5 KCTD6 KCTD9 KLHL13 KLHL21 KLHL3 KLHL36 KLHL9 PRKN RBX1 RNF7 SKP1 GOMF_CUPRIC_ION_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CUPRIC_ION_BINDING ATP13A2 MUC2 PARK7 PRNP SUMF1 GOMF_CUPROUS_ION_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CUPROUS_ION_BINDING ATOX1 ATP7A COX17 MUC2 PARK7 PRNP SNCA SNCB SNCG GOMF_CXCR3_CHEMOKINE_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CXCR3_CHEMOKINE_RECEPTOR_BINDING CXCL10 CXCL11 CXCL13 CXCL9 PF4 GOMF_CXCR_CHEMOKINE_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CXCR_CHEMOKINE_RECEPTOR_BINDING CX3CL1 CXCL1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 ITCH PF4 PF4V1 PPBP TFF2 YARS1 GOMF_CYCLASE_ACTIVATOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CYCLASE_ACTIVATOR_ACTIVITY CALM1 CALM2 CALM3 ENSG00000290147 GNAS GUCA1A GUCA1B GUCA1C GUCA2A GUCA2B NCS1 RCVRN GOMF_CYCLASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CYCLASE_ACTIVITY ADCY1 ADCY10 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 BST1 DGLUCY GUCY1A1 GUCY1A2 GUCY1B1 GUCY2C GUCY2D GUCY2F NPR1 NPR2 RTCA TKFC GOMF_CYCLASE_INHIBITOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CYCLASE_INHIBITOR_ACTIVITY ADGRV1 GNAZ GRM7 NHERF4 RGS2 GOMF_CYCLASE_REGULATOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CYCLASE_REGULATOR_ACTIVITY ADGRV1 CALM1 CALM2 CALM3 ENSG00000290147 GNAS GNAZ GRM7 GUCA1A GUCA1B GUCA1C GUCA2A GUCA2B NCS1 NHERF4 RCVRN RGS2 GOMF_CYCLIC_NUCLEOTIDE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CYCLIC_NUCLEOTIDE_BINDING BVES CNBD2 CNGA1 CNGA2 CNGA3 CNGA4 CNGB1 CNGB3 CNP FKBP1B HCN1 HCN2 HCN3 HCN4 KCNH1 PDE10A PDE11A PDE2A PDE4A PDE4B PDE4D PDE5A PDE6C PDE6G PDE6H POPDC2 POPDC3 PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKG1 PRKG2 RAPGEF2 RAPGEF3 RAPGEF4 SLC19A1 STING1 GOMF_CYCLIC_NUCLEOTIDE_DEPENDENT_PROTEIN_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CYCLIC_NUCLEOTIDE_DEPENDENT_PROTEIN_KINASE_ACTIVITY PRKAA1 PRKACA PRKACB PRKACG PRKAG1 PRKG1 PRKG2 PRKX GOMF_CYCLIC_NUCLEOTIDE_PHOSPHODIESTERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CYCLIC_NUCLEOTIDE_PHOSPHODIESTERASE_ACTIVITY ADPRM CNP ENPP1 PDE10A PDE11A PDE1A PDE1B PDE1C PDE2A PDE3A PDE3B PDE4A PDE4B PDE4C PDE4D PDE5A PDE6A PDE6B PDE6C PDE6G PDE6H PDE7A PDE7B PDE8A PDE8B PDE9A GOMF_CYCLIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CYCLIN_BINDING CDK1 CDK12 CDK13 CDK14 CDK15 CDK2 CDK3 CDK4 CDK5RAP3 CDK6 CDKN1A CDKN1B CIZ1 CRABP2 CUL3 FBXO31 FBXW7 GAK GPS2 HDAC3 INCA1 INSM1 KLHDC9 MDFIC NDC80 POLN PROCA1 PTCH1 RACK1 RBM4 TNFAIP1 UBE3D USP2 XRCC6 GOMF_CYCLIN_DEPENDENT_PROTEIN_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CYCLIN_DEPENDENT_PROTEIN_KINASE_ACTIVITY CCND3 CCNK CDK1 CDK10 CDK11A CDK11B CDK12 CDK13 CDK14 CDK15 CDK16 CDK17 CDK18 CDK19 CDK2 CDK20 CDK3 CDK4 CDK5 CDK6 CDK7 CDK8 CDK9 CDKL1 CDKL2 CDKL3 CDKL4 CDKL5 MOK GOMF_CYCLIN_DEPENDENT_PROTEIN_SERINE_THREONINE_KINASE_ACTIVATOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CYCLIN_DEPENDENT_PROTEIN_SERINE_THREONINE_KINASE_ACTIVATOR_ACTIVITY CCNB1 CCND1 CCND2 CCND3 CCNK CCNT1 CCNT2 CCNY CCNYL1 CCNYL2 CCNYL3 CDK5R1 CDK5R2 CKS1B CKS2 MNAT1 GOMF_CYCLIN_DEPENDENT_PROTEIN_SERINE_THREONINE_KINASE_INHIBITOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CYCLIN_DEPENDENT_PROTEIN_SERINE_THREONINE_KINASE_INHIBITOR_ACTIVITY CASP3 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CDKN2D HEXIM1 HEXIM2 INCA1 KAT2B GOMF_CYCLIN_DEPENDENT_PROTEIN_SERINE_THREONINE_KINASE_REGULATOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CYCLIN_DEPENDENT_PROTEIN_SERINE_THREONINE_KINASE_REGULATOR_ACTIVITY CASP3 CCNA1 CCNA2 CCNB1 CCNB2 CCNB3 CCNC CCND1 CCND2 CCND3 CCNE1 CCNE2 CCNF CCNG1 CCNG2 CCNH CCNI CCNI2 CCNJ CCNJL CCNK CCNL1 CCNL2 CCNO CCNP CCNQ CCNT1 CCNT2 CCNY CCNYL1 CCNYL2 CCNYL3 CDK4 CDK5R1 CDK5R2 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CDKN2D CKS1B CKS2 CNPPD1 HEXIM1 HEXIM2 INCA1 KAT2B MNAT1 GOMF_CYCLOHYDROLASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CYCLOHYDROLASE_ACTIVITY ATIC GCH1 MTHFD1 MTHFD2 MTHFD2L GOMF_CYCLOSPORIN_A_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CYCLOSPORIN_A_BINDING CWC27 NKTR PPIA PPIAL4A PPIAL4C PPIAL4D PPIAL4E PPIAL4F PPIAL4G PPIAL4H PPIB PPIC PPID PPIE PPIF PPIG PPIH PPIL1 PPIL2 PPIL6 PPP3CA PPP3R1 PPWD1 RANBP2 GOMF_CYSTEINE_TYPE_ENDOPEPTIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CYSTEINE_TYPE_ENDOPEPTIDASE_ACTIVITY ADGB ATG4B ATG4C BLMH CAPN1 CAPN10 CAPN11 CAPN12 CAPN13 CAPN14 CAPN15 CAPN2 CAPN3 CAPN5 CAPN6 CAPN7 CAPN8 CAPN9 CAPNS1 CAPNS2 CARD16 CARD17P CARD18 CASP1 CASP10 CASP12 CASP14 CASP2 CASP3 CASP4 CASP5 CASP6 CASP7 CASP8 CASP9 CFLAR CLC CTSB CTSC CTSD CTSF CTSH CTSK CTSL CTSO CTSS CTSV CTSW CTSZ ESPL1 GPAA1 LGMN MALT1 PDIA3 PIGK RCE1 SENP1 SENP2 SENP5 SENP6 SENP7 SFRP1 TINAG UCHL1 USP1 USP10 USP11 USP12 USP13 USP14 USP15 USP16 USP2 USP20 USP27X USP29 USP30 USP33 USP34 USP37 USP48 USP49 USP5 USP6 USP7 USP8 USP9X GOMF_CYSTEINE_TYPE_ENDOPEPTIDASE_ACTIVITY_INVOLVED_IN_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CYSTEINE_TYPE_ENDOPEPTIDASE_ACTIVITY_INVOLVED_IN_APOPTOTIC_PROCESS CASP10 CASP12 CASP2 CASP3 CASP4 CASP5 CASP6 CASP7 CASP8 CASP9 CFLAR CLC GOMF_CYSTEINE_TYPE_ENDOPEPTIDASE_ACTIVITY_INVOLVED_IN_APOPTOTIC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CYSTEINE_TYPE_ENDOPEPTIDASE_ACTIVITY_INVOLVED_IN_APOPTOTIC_SIGNALING_PATHWAY CASP10 CASP2 CASP3 CASP8 CASP9 GOMF_CYSTEINE_TYPE_ENDOPEPTIDASE_ACTIVITY_INVOLVED_IN_EXECUTION_PHASE_OF_APOPTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CYSTEINE_TYPE_ENDOPEPTIDASE_ACTIVITY_INVOLVED_IN_EXECUTION_PHASE_OF_APOPTOSIS CASP12 CASP2 CASP3 CASP4 CASP5 CASP6 CASP7 GOMF_CYSTEINE_TYPE_ENDOPEPTIDASE_INHIBITOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CYSTEINE_TYPE_ENDOPEPTIDASE_INHIBITOR_ACTIVITY AHSG BIRC5 BIRC6 BIRC7 CARD16 CARD17P CARD18 CAST CSN2 CST1 CST11 CST2 CST3 CST4 CST5 CST6 CST7 CST8 CST9 CST9L CST9LP1 CSTA CSTB CSTL1 FETUB HRG KNG1 LCN1 LTF NAIP PTTG1 SERPINB13 SERPINB3 SPOCK1 UBE2Z WFDC2 XIAP GOMF_CYSTEINE_TYPE_ENDOPEPTIDASE_INHIBITOR_ACTIVITY_INVOLVED_IN_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CYSTEINE_TYPE_ENDOPEPTIDASE_INHIBITOR_ACTIVITY_INVOLVED_IN_APOPTOTIC_PROCESS AVP BIRC2 BIRC3 BIRC7 BIRC8 CD27 DPEP1 GAS6 NAIP NOL3 PRDX3 PRDX5 RPS6KA1 RPS6KA3 SERPINB9 SNCA TNFAIP8 TNFSF14 VIL1 XIAP GOMF_CYSTEINE_TYPE_ENDOPEPTIDASE_REGULATOR_ACTIVITY_INVOLVED_IN_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CYSTEINE_TYPE_ENDOPEPTIDASE_REGULATOR_ACTIVITY_INVOLVED_IN_APOPTOTIC_PROCESS APAF1 ATP2A3 AVP BAD BCL2L13 BEX3 BIRC2 BIRC3 BIRC7 BIRC8 CARD8 CASP1 CASP8AP2 CD27 CTSH CTSK CTSL CTSS CTSV DPEP1 FOXL2 GAS6 NAIP NKX3-1 NLRP1 NLRP12 NOD1 NOL3 PRDX3 PRDX5 PYCARD RACK1 RPS27L RPS6KA1 RPS6KA3 SERPINB9 SNCA ST20 TNFAIP8 TNFSF14 VIL1 XIAP GOMF_CYSTEINE_TYPE_EXOPEPTIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CYSTEINE_TYPE_EXOPEPTIDASE_ACTIVITY ACTMAP BLMH MINDY1 MINDY2 SCRN1 SCRN2 SCRN3 GOMF_CYSTEINE_TYPE_PEPTIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CYSTEINE_TYPE_PEPTIDASE_ACTIVITY ACTMAP ADGB ALG13 ATG4A ATG4B ATG4C ATG4D ATXN3 ATXN3L BAP1 BLMH BRCC3 CAPN1 CAPN10 CAPN11 CAPN12 CAPN13 CAPN14 CAPN15 CAPN2 CAPN3 CAPN5 CAPN6 CAPN7 CAPN8 CAPN9 CAPNS1 CAPNS2 CARD16 CARD17P CARD18 CASP1 CASP10 CASP12 CASP14 CASP2 CASP3 CASP4 CASP5 CASP6 CASP7 CASP8 CASP9 CFLAR CLC CTSB CTSC CTSD CTSF CTSH CTSK CTSL CTSO CTSS CTSV CTSW CTSZ CYLD DESI1 DESI2 EIF3F ESPL1 GGH GPAA1 HINT1 JOSD1 JOSD2 LGMN MALT1 MINDY1 MINDY2 MINDY3 MINDY4 MINDY4B OTUB1 OTUB2 OTUD1 OTUD3 OTUD4 OTUD5 OTUD6A OTUD6B OTUD7A OTUD7B OTULIN PAN2 PDIA3 PGPEP1 PGPEP1L PIGK RCE1 SCRN1 SCRN2 SCRN3 SENP1 SENP2 SENP3 SENP5 SENP6 SENP7 SENP8 SFRP1 TANK TINAG TINAGL1 TNFAIP3 TRHDE UCHL1 UCHL3 UCHL5 UFD1 UFSP2 USP1 USP10 USP11 USP12 USP13 USP14 USP15 USP16 USP17L1 USP17L10 USP17L11 USP17L12 USP17L13 USP17L15 USP17L17 USP17L18 USP17L19 USP17L2 USP17L20 USP17L21 USP17L22 USP17L23 USP17L24 USP17L3 USP17L4 USP17L5 USP17L6P USP17L7 USP17L8 USP18 USP19 USP2 USP20 USP21 USP22 USP24 USP25 USP26 USP27X USP28 USP29 USP3 USP30 USP31 USP32 USP33 USP34 USP35 USP36 USP37 USP38 USP39 USP4 USP40 USP42 USP43 USP44 USP45 USP46 USP47 USP48 USP49 USP5 USP50 USP51 USP53 USP54 USP6 USP7 USP8 USP9X USP9Y USPL1 VCPIP1 YOD1 ZC3H12A ZRANB1 ZUP1 GOMF_CYTIDINE_DEAMINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CYTIDINE_DEAMINASE_ACTIVITY AICDA APOBEC1 APOBEC2 APOBEC3A APOBEC3B APOBEC3C APOBEC3D APOBEC3F APOBEC3G APOBEC3H CDA CDADC1 GOMF_CYTIDYLYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CYTIDYLYLTRANSFERASE_ACTIVITY CDS1 CDS2 CMAS CRPPA NANS PCYT1A PCYT1B PCYT2 TAMM41 TRNT1 GOMF_CYTOCHROME_B5_REDUCTASE_ACTIVITY_ACTING_ON_NAD_P_H https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CYTOCHROME_B5_REDUCTASE_ACTIVITY_ACTING_ON_NAD_P_H CYB5R1 CYB5R2 CYB5R3 CYB5R4 CYB5RL NQO1 GOMF_CYTOKINE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CYTOKINE_ACTIVITY ADIPOQ AIMP1 ALKAL1 ALKAL2 AREG BMP1 BMP10 BMP15 BMP2 BMP3 BMP4 BMP5 BMP6 BMP7 BMP8A BMP8B C17orf99 C1QTNF4 C5 CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL27 CCL28 CCL3 CCL3L1 CCL3L3 CCL4 CCL5 CCL7 CCL8 CD40LG CD70 CER1 CKLF CLCF1 CMTM1 CMTM2 CMTM3 CMTM5 CMTM7 CMTM8 CNTF CRLF1 CSF1 CSF2 CSF3 CTF1 CX3CL1 CXCL1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL14 CXCL16 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 EBI3 EDN1 EPO FAM3B FAM3C FAM3D FASLG FGF2 FLT3LG GDF1 GDF10 GDF11 GDF15 GDF2 GDF3 GDF5 GDF6 GDF7 GDF9 GPI GPR15LG GREM1 GREM2 GRN HMGB1 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IFNE IFNG IFNK IFNL1 IFNL2 IFNL3 IFNL4 IFNW1 IL10 IL11 IL12A IL12B IL13 IL15 IL16 IL17A IL17B IL17C IL17D IL17F IL18 IL19 IL1A IL1B IL1F10 IL1RN IL2 IL20 IL21 IL22 IL23A IL24 IL25 IL26 IL27 IL3 IL31 IL32 IL33 IL34 IL36A IL36B IL36G IL36RN IL37 IL4 IL5 IL6 IL7 IL9 INHA INHBA INHBB INHBC INHBE KITLG LEFTY1 LEFTY2 LIF LTA LTB MIF MSMP MSTN NAMPT NDP NODAL NRG1 OSM PF4 PF4V1 PPBP SCG2 SCGB3A1 SECTM1 SLURP1 SPP1 TAFA5 TGFB1 TGFB2 TGFB3 THNSL2 THPO TIMP1 TNF TNFRSF11B TNFSF10 TNFSF11 TNFSF12 TNFSF13 TNFSF13B TNFSF14 TNFSF15 TNFSF18 TNFSF4 TNFSF8 TNFSF9 TSLP VEGFA VSTM1 WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT8A WNT8B WNT9A WNT9B XCL1 XCL2 GOMF_CYTOKINE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CYTOKINE_BINDING A2M ACKR1 ACKR2 ACKR3 ACKR4 ACVR1 ACVRL1 ADAM17 BGN BMPR1A BMPR1B BMPR2 CCR1 CCR10 CCR2 CCR3 CCR4 CCR5 CCR6 CCR7 CCR8 CCR9 CCRL2 CD109 CD36 CD4 CD74 CER1 CHRD CHRDL1 CHRDL2 CNTFR COMP COPS5 CRLF1 CRLF2 CSF1R CSF2RA CSF3R CX3CR1 CXCR1 CXCR2 CXCR3 CXCR4 CXCR5 CXCR6 EBI3 ELANE ENG FGF2 FZD4 GBP1 GDF5 GHR GREM1 GREM2 HAX1 HJV HMGB1 HYAL2 IFNAR1 IFNAR2 IFNGR1 IL10RA IL11RA IL12A IL12B IL12RB1 IL12RB2 IL13RA1 IL13RA2 IL17F IL18BP IL18R1 IL1R1 IL1R2 IL1RAPL1 IL1RL1 IL1RN IL20RA IL20RB IL22RA1 IL22RA2 IL23R IL27RA IL2RA IL2RB IL2RG IL31RA IL36RN IL3RA IL5RA IL6R IL6ST IL9R ITGA4 ITGAV ITGB1 ITGB3 KIT KLHL20 LEPR LIFR LRRC32 LTBP1 LTBP3 LTBP4 MICOS10-NBL1 MMP8 NBL1 NLRP7 NOG NRP1 NRP2 NRROS OSMR PARK7 PDPN PLP2 PRLR PXDN SCUBE3 SOST SOSTDC1 TCAP TGFB3 TGFBR1 TGFBR2 TGFBR3 TGFBR3L THBS1 TMC8 TNFRSF11A TNFRSF14 TNFRSF1A TNFRSF1B TRAF2 TRIM16 TSKU TWSG1 UCMA VASN WFIKKN1 WFIKKN2 XCR1 ZFP36 GOMF_CYTOKINE_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CYTOKINE_RECEPTOR_ACTIVITY ACKR2 ACKR3 ACKR4 CCR1 CCR10 CCR2 CCR3 CCR4 CCR5 CCR6 CCR7 CCR8 CCR9 CCRL2 CD4 CD44 CD74 CMKLR1 CNTFR CRLF1 CRLF2 CSF2RA CSF2RB CSF3R CX3CR1 CXCR1 CXCR2 CXCR3 CXCR4 CXCR5 CXCR6 EBI3 EPOR F3 FLT3 FZD4 GFRA1 GFRA2 GFRA4 GFRAL GHR GPR17 GPR35 GPR75 IFNAR1 IFNAR2 IFNGR1 IFNGR2 IFNLR1 IL10RA IL10RB IL11RA IL12B IL12RB1 IL12RB2 IL13RA1 IL13RA2 IL15RA IL17RA IL17RB IL17RC IL17RD IL17RE IL17REL IL18R1 IL18RAP IL1R1 IL1R2 IL1RAP IL1RAPL2 IL1RL1 IL1RL2 IL20RA IL20RB IL21R IL22RA1 IL22RA2 IL23R IL27RA IL2RA IL2RB IL2RG IL31RA IL3RA IL4R IL5RA IL6R IL6ST IL7R IL9R LEPR LIFR MPL OSMR PRLR XCR1 GOMF_CYTOKINE_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CYTOKINE_RECEPTOR_BINDING ADAM17 AMH BABAM2 BAMBI BDNF BEX3 BID C5 CADM4 CASP3 CASP8 CASP8AP2 CCDC88A CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL27 CCL28 CCL3 CCL3L1 CCL3L3 CCL4 CCL5 CCL7 CCL8 CCR2 CCRL2 CD300LF CD40LG CD70 CDH5 CFLAR CKLF CLCF1 CNIH4 CNTF CRLF1 CSF1 CSF2 CSF3 CSH1 CSH2 CSHL1 CTF1 CX3CL1 CX3CR1 CXCL1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL14 CXCL16 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 DAB2IP DDT DEFB1 DEFB103A DEFB103B DEFB106A DEFB106B DEFB109B DEFB110 DEFB114 DEFB130A DEFB130B DEFB133 DEFB4A EBI3 ECM1 EDA EFNA5 ENG EPO ERAP1 FADD FASLG FEM1B FERMT2 FKBP1A FRS2 GATA3 GH1 GH2 GPR15LG GRB2 GREM1 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IFNE IFNG IFNK IFNL1 IFNW1 IL10 IL11 IL12A IL12B IL12RB1 IL13 IL15 IL17F IL18 IL1A IL1B IL1F10 IL1RAP IL1RN IL2 IL20 IL21 IL22 IL23A IL23R IL25 IL27 IL3 IL31 IL33 IL34 IL36A IL36B IL36G IL36RN IL37 IL4 IL5 IL6 IL6R IL6ST IL7 IL9 INHBC IRAK4 ITCH ITGA5 ITGB3 JAK1 JAK2 JAK3 KITLG LEFTY1 LEFTY2 LIF LIFR LRG1 LTA LTB MADD MAP3K7 MIF MSMP MYD88 NARS1 NES NGF NOL3 NTF3 NTF4 NTRK1 OSM OSMR PDCL3 PF4 PF4V1 PGF PIBF1 PIDD1 PIK3R1 PLCG1 PPBP PRL PXDN PYCARD RASL11B RHEX RIPK1 RNF41 S100A14 SDCBP SH2B3 SHC1 SIVA1 SMAD2 SMAD3 SMAD6 SMAD7 SMURF1 SNX6 SOCS2 SPRED1 SPRED2 STAP1 STAT1 SYK TFF2 TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 TGFBR3L TGFBRAP1 TIMM50 TLR5 TLR9 TMBIM1 TNF TNFSF10 TNFSF11 TNFSF12 TNFSF13 TNFSF13B TNFSF14 TNFSF15 TNFSF18 TNFSF4 TNFSF8 TNFSF9 TOLLIP TRADD TRAF1 TRAF2 TRAF3 TRAF4 TRAF5 TRAF6 TRAP1 TRIM37 TRIP6 TSLP TYK2 USP15 VEGFA VEGFB VEGFC VEGFD XCL1 XCL2 YARS1 GOMF_CYTOSKELETAL_ANCHOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CYTOSKELETAL_ANCHOR_ACTIVITY ABI2 ANK1 ANK2 ANK3 BAIAP2 BICD1 BICD2 BIN3 EPB41L3 GAS2 GAS2L1 GAS2L2 GAS2L3 INSC JUP MAP1A MARK4 NCK1 NCK2 OBSL1 SDCBP SORBS2 SPTBN4 SYN1 GOMF_CYTOSKELETAL_MOTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CYTOSKELETAL_MOTOR_ACTIVITY ACTC1 APPBP2 CENPE DNAH1 DNAH10 DNAH11 DNAH12 DNAH14 DNAH17 DNAH2 DNAH3 DNAH5 DNAH6 DNAH7 DNAH8 DNAH9 DNAI1 DNAI2 DNAL4 DNHD1 DYNC1H1 DYNC1I1 DYNC1I2 DYNC2H1 DYNLRB1 DYNLRB2 GPR88 KIF11 KIF12 KIF13A KIF13B KIF14 KIF15 KIF16B KIF17 KIF18A KIF18B KIF19 KIF1A KIF1B KIF1C KIF20A KIF20B KIF21A KIF21B KIF22 KIF23 KIF24 KIF25 KIF26A KIF26B KIF27 KIF28P KIF2A KIF2B KIF2C KIF3A KIF3B KIF3C KIF4A KIF4B KIF5A KIF5B KIF5C KIF6 KIF7 KIF9 KIFC1 KIFC2 KIFC3 KLC1 MYH1 MYH10 MYH11 MYH13 MYH14 MYH15 MYH2 MYH3 MYH4 MYH6 MYH7 MYH7B MYH8 MYH9 MYL6 MYL6B MYO10 MYO15A MYO16 MYO18B MYO19 MYO1A MYO1B MYO1C MYO1D MYO1E MYO1F MYO1G MYO1H MYO3A MYO3B MYO5A MYO5B MYO5C MYO6 MYO7A MYO7B MYO9A MYO9B PIN1 SMC3 STARD9 GOMF_CYTOSKELETAL_PROTEIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CYTOSKELETAL_PROTEIN_BINDING AATF ABI1 ABI3 ABITRAM ABL1 ABL2 ABLIM1 ABLIM2 ABLIM3 ABRA ABRAXAS1 ABRAXAS2 ACTA1 ACTB ACTC1 ACTN1 ACTN2 ACTN3 ACTN4 ACTR2 ACTR3 ACTR3B ACTR3C ADCY8 ADD1 ADD2 ADD3 ADNP ADORA2A ADSS1 AFAP1 AFDN AGBL1 AGBL4 AGBL5 AGTPBP1 AIF1 AIF1L AJUBA ALDOA ALDOB ALDOC ALKBH4 ALMS1 ANG ANK1 ANK2 ANK3 ANKRD1 ANKRD23 ANKRD24 ANKRD35 ANLN ANTXR1 ANXA2 ANXA2P2 ANXA6 ANXA8 AP1AR AP1G1 APC APC2 APOE APPL1 ARFGEF1 ARFGEF2 ARHGEF10 ARHGEF2 ARHGEF7 ARL3 ARL4C ARL8A ARL8B ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 ARPC5L ATCAY ATF5 AVIL AXL B4GALT1 B9D2 BAG2 BAIAP2L1 BBS4 BCAS3 BCL2L11 BCL7B BEX4 BICD1 BICD2 BICDL1 BIN1 BIRC5 BLOC1S2 BLOC1S6 BMP10 BRCA1 BRCA2 BRSK1 BRSK2 C10orf90 C9orf24 CACNA1C CACNA1D CACNB2 CACYBP CALD1 CALM1 CALM2 CALM3 CAMK2B CAMK2D CAMSAP1 CAMSAP2 CAMSAP3 CAP1 CAP2 CAPG CAPN10 CAPN2 CAPN3 CAPN6 CAPZA1 CAPZA2 CAPZA3 CAPZB CAV3 CCDC170 CCDC181 CCDC187 CCDC61 CCDC66 CCDC69 CCDC88A CCDC88B CCDC88C CCR5 CCSAP CCSER2 CCT5 CDC42EP3 CDH1 CDK5 CDK5R1 CDK5R2 CDK5RAP2 CEACAM1 CENPE CENPF CENPJ CEP290 CEP295 CEP295NL CEP350 CEP44 CEP57 CEP57L1 CEP70 CETN1 CETN2 CETN3 CFAP144 CFAP157 CFL1 CFL2 CGN CHP1 CKAP5 CLASP1 CLASP2 CLIP1 CLIP2 CLIP3 CLIP4 CLMN CLSTN1 CLSTN2 CLSTN3 CLU CNGA3 CNN1 CNN2 CNN3 COBL COBLL1 CORO1A CORO1B CORO1C CORO2A CORO2B CORO6 CORO7 COTL1 CRIPT CRK CRMP1 CROCC CRYAB CSRP1 CSRP2 CSRP3 CTNNA1 CTNNA2 CTNNA3 CTNNAL1 CXCR4 CYFIP1 DAAM1 DAAM2 DAG1 DBN1 DBNL DCDC1 DCDC2 DCLK2 DCP1A DCTN1 DCTN2 DCX DDX3X DES DIAPH1 DIAPH2 DIAPH3 DIP2B DISC1 DIXDC1 DLEC1 DLG1 DLG5 DLGAP5 DMD DMTN DNAI7 DNAL1 DNASE1 DNM1 DNM1L DNM2 DNM3 DPYSL3 DPYSL4 DRG1 DST DSTN DUSP3 DYNC1I1 DYRK1A EFHC1 EGFR EMD EML1 EML2 EML3 EML4 EML5 EML6 ENAH ENC1 ENKD1 EP300 EPB41 EPB41L1 EPB41L2 EPB41L3 EPB41L4A EPB41L4B EPB41L5 EPS8 EPS8L1 EPS8L2 EPS8L3 ERMN ESPN ESPNL EVL EZR FABP3 FAM107A FAM110C FAM161A FAM83D FARP1 FARP2 FBLIM1 FBXO25 FBXW11 FERMT1 FERMT2 FES FEZ1 FGD4 FGF13 FHDC1 FHL3 FHOD1 FHOD3 FKBP15 FKBP4 FLII FLNA FLNB FLNC FMN1 FMN2 FMNL1 FMNL2 FMNL3 FMR1 FNTA FRG1 FRMD3 FRMD5 FSCN1 FSCN2 FSCN3 FSD1 FTCD FXYD5 FYN GABARAP GABARAPL1 GABARAPL2 GAPDH GAS2 GAS2L1 GAS2L2 GAS2L3 GAS7 GAS8 GBP1 GC GCSAM GIPC1 GIT1 GJA1 GJB6 GLI1 GMFB GMFG GNB3 GOLGA2 GPAA1 GRIA1 GSK3A GSK3B GSN GTSE1 HAP1 HAUS4 HAUS6 HAUS7 HAUS8 HCLS1 HDAC6 HDGFL3 HIP1 HIP1R HNRNPU HOMER2 HOOK1 HOOK2 HOOK3 HPCA HSP90AA1 HSP90AB1 HSPA2 HSPB7 HSPH1 HTT IFT74 IFT81 IFT88 IMPACT INF2 INO80 INPPL1 IPP IQGAP1 IQGAP2 IQGAP3 IRAG2 ITGB1 ITPRID2 JAKMIP1 JAKMIP2 JAKMIP3 JMY KATNA1 KATNAL1 KATNAL2 KATNB1 KATNBL1 KBTBD13 KCNA2 KCNA5 KCNC1 KCNE1 KCNJ11 KCNMA1 KCNN2 KCNQ2 KCTD6 KIF11 KIF12 KIF13A KIF13B KIF14 KIF15 KIF16B KIF17 KIF18A KIF18B KIF19 KIF1A KIF1B KIF1C KIF20A KIF20B KIF21A KIF21B KIF22 KIF23 KIF24 KIF25 KIF26A KIF26B KIF27 KIF28P KIF2A KIF2B KIF2C KIF3A KIF3B KIF3C KIF4A KIF4B KIF5A KIF5B KIF5C KIF6 KIF7 KIF9 KIFAP3 KIFBP KIFC1 KIFC2 KIFC3 KIRREL1 KLC1 KLC2 KLC3 KLC4 KLHL1 KLHL17 KLHL2 KLHL20 KLHL3 KLHL4 KLHL5 KNSTRN KPTN KRIT1 KRT2 KTN1 LARP6 LASP1 LCP1 LDB3 LGMN LIMA1 LIMCH1 LIMD2 LIN7C LLGL1 LLGL2 LMOD1 LMOD2 LMOD3 LMTK2 LRP8 LRPPRC LRRC10 LRRC27 LRRC61 LRRK2 LSP1 LYN MACF1 MACO1 MAEA MAGI1 MAP10 MAP1A MAP1B MAP1LC3A MAP1LC3B MAP1LC3B2 MAP1S MAP2 MAP4 MAP4K4 MAP6 MAP6D1 MAP7D3 MAP9 MAPK8IP1 MAPK8IP2 MAPK8IP3 MAPRE1 MAPRE2 MAPRE3 MAPT MARCKS MARCKSL1 MARK1 MARK2 MARK3 MARK4 MAST1 MAST2 MDM1 MED28 MEFV MIB2 MICAL1 MICAL2 MICAL3 MICALL2 MID1 MID2 MISP MLPH MPRIP MRTFA MSN MSRB1 MSRB2 MTCL1 MTSS1 MTSS2 MTUS1 MTUS2 MX1 MX2 MYBPC1 MYBPC2 MYBPC3 MYH1 MYH10 MYH11 MYH13 MYH14 MYH15 MYH2 MYH3 MYH4 MYH6 MYH7 MYH7B MYH8 MYH9 MYL12B MYL2 MYL3 MYL4 MYL9 MYLIP MYLK MYLK2 MYO10 MYO15A MYO16 MYO18A MYO18B MYO19 MYO1A MYO1B MYO1C MYO1D MYO1E MYO1F MYO1G MYO1H MYO3A MYO3B MYO5A MYO5B MYO5C MYO6 MYO7A MYO7B MYO9A MYO9B MYOC MYOT MYOZ1 MYOZ2 MYOZ3 MYPN MYRIP NAV3 NCALD NCKIPSD NDE1 NDEL1 NDN NDRG1 NEB NEBL NEDD1 NEFH NEFM NEIL2 NEK6 NEXN NF2 NFKB1 NHERF1 NIN NISCH NKD2 NLRP5 NME8 NOD2 NOS3 NPC1L1 NPHS1 NRAP NRCAM NUMA1 NUSAP1 OBSCN OFD1 OGG1 OPA1 OPHN1 P4HB PACRG PACSIN1 PACSIN2 PACSIN3 PAFAH1B1 PAK1 PALLD PANX1 PARVA PARVB PARVG PAWR PDCD5 PDE4B PDE6G PDLIM1 PDLIM2 PDLIM3 PDLIM4 PDLIM5 PDLIM7 PEX14 PFN1 PFN2 PFN3 PFN4 PHACTR1 PHACTR2 PHACTR3 PHACTR4 PHF6 PHPT1 PICALM PICK1 PIFO PIN1 PIP PKD2 PKD2L1 PKNOX2 PLEC PLEKHG3 PLEKHH2 PLEKHM2 PLK1 PLS1 PLS3 POF1B POLB PPARG PPP1R18 PPP1R42 PPP1R9A PPP1R9B PPP2CA PPP2CB PPP5C PRC1 PRICKLE4 PRKAA1 PRKCE PRKN PRNP PROM1 PRUNE1 PSMD10 PSRC1 PSTPIP1 PSTPIP2 PTK2 PTPN3 PTPN4 PTPRC PTPRN PTPRT PXK PXN PYCARD RAB10 RAB11A RAB11B RAB11FIP5 RAB14 RAB25 RAB27A RAB27B RAB29 RAB39B RAB3A RAB3B RAB3C RAB3D RAB6A RAB6B RAB8A RABGAP1 RACGAP1 RAD51D RAE1 RAI14 RALA RARA RCAN3 RCC2 RCSD1 RDX REEP1 REEP2 REEP3 REEP4 RELA RFLNA RFLNB RGS14 RGS2 RHAG RHBG RHCG RHOA RITA1 RMDN1 RMDN2 RMDN3 ROCK1 ROCK2 RP1 RPH3AL RPS3 RTCB RUSC1 S100A4 S100A6 S100A8 S100A9 S100B SAMD14 SAXO1 SAXO2 SBDS SCIN SCN5A SETD2 SETD3 SGIP1 SHANK3 SHROOM1 SHROOM2 SHROOM3 SHROOM4 SHTN1 SKA1 SKA2 SLC26A5 SLC4A1 SLC6A2 SLC6A4 SLC8A1 SMAD2 SMAD4 SMC3 SMTN SMTNL1 SNAP25 SNCA SNTA1 SNTB1 SNTB2 SNTG1 SNTG2 SNX5 SNX6 SORBS1 SORBS3 SPACA9 SPAG5 SPAG6 SPAG8 SPAG9 SPAST SPATA32 SPATA4 SPATA6 SPATA6L SPC24 SPEF1 SPIRE1 SPIRE2 SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 SSH1 SSH2 SSH3 SSNA1 STARD9 STAU2 STIM1 STK38L STMN1 STMN2 STMN3 STMN4 STMND1 STRBP STUB1 STXBP5 STXBP5L SUN2 SVBP SVIL SYN1 SYNE1 SYNE2 SYNE3 SYNM SYNPO SYNPO2 SYNPO2L SYT11 TAGLN TAGLN2 TAGLN3 TAOK1 TAOK2 TBC1D21 TBCA TBCB TBCC TBCD TBCE TBCEL TCAP TERF1 TIAM1 TLN1 TLN2 TLNRD1 TMEM201 TMEM67 TMOD1 TMOD2 TMOD3 TMOD4 TMSB10 TMSB15A TMSB15B TMSB15C TMSB4X TMSB4Y TNNC1 TNNC2 TNNI1 TNNI2 TNNI3 TNNT1 TNNT2 TNNT3 TNS1 TNS4 TOGARAM1 TOGARAM2 TOM1 TOR1A TOR1AIP1 TOR1B TPGS1 TPM1 TPM2 TPM3 TPM4 TPPP TPPP2 TPPP3 TPR TRAF3IP1 TRAK1 TRAK2 TRAPPC14 TRIM32 TRIM36 TRIM54 TRIM63 TRIOBP TRPC5 TRPM7 TRPV4 TTBK1 TTBK2 TTLL1 TTLL11 TTLL12 TTLL13 TTLL2 TTLL4 TTLL5 TTLL6 TTLL7 TTLL9 TTN TUBGCP2 TUBGCP3 TUBGCP4 TUBGCP5 TUBGCP6 TULP1 TWF1 TWF2 UACA UNC5C USH1C USH1G USH2A UTRN UXT VAPA VAPB VASH1 VASH2 VASP VBP1 VCL VEZT VIL1 VILL VPS16 VPS18 VPS41 WAS WASF1 WASF2 WASF3 WASH3P WASH6P WASHC1 WASL WDR1 WHAMM WIPF1 WIPF2 WIPF3 XIRP1 XIRP2 YWHAH ZNF207 GOMF_CYTOSKELETON_NUCLEAR_MEMBRANE_ANCHOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_CYTOSKELETON_NUCLEAR_MEMBRANE_ANCHOR_ACTIVITY SUN1 SUN2 SYNE1 SYNE2 SYNE3 GOMF_C_ACETYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_C_ACETYLTRANSFERASE_ACTIVITY ACAA1 ACAA2 ACAT1 ACAT2 GCAT HADHA HADHB GOMF_C_ACYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_C_ACYLTRANSFERASE_ACTIVITY ACAA1 ACAA2 ACAT1 ACAT2 ACSM1 ACSM2A ACSM2B ACSM3 ACSM4 ACSM5 ACSM6 GCAT HADHA HADHB SCP2 SPTLC1 SPTLC2 SPTLC3 SPTSSA SPTSSB GOMF_C_C_CHEMOKINE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_C_C_CHEMOKINE_BINDING ACKR1 ACKR2 ACKR3 ACKR4 CCR1 CCR10 CCR2 CCR3 CCR4 CCR5 CCR6 CCR7 CCR8 CCR9 CCRL2 CX3CR1 CXCR1 CXCR2 CXCR3 CXCR4 CXCR5 CXCR6 XCR1 ZFP36 GOMF_C_METHYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_C_METHYLTRANSFERASE_ACTIVITY COQ3 COQ5 NOP2 NSUN4 NSUN5 TRMT2A TRMT2B GOMF_C_PALMITOYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_C_PALMITOYLTRANSFERASE_ACTIVITY SPTLC1 SPTLC2 SPTLC3 SPTSSA SPTSSB GOMF_C_X3_C_CHEMOKINE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_C_X3_C_CHEMOKINE_BINDING CX3CR1 ITGA4 ITGAV ITGB1 ITGB3 GOMF_C_X_C_CHEMOKINE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_C_X_C_CHEMOKINE_BINDING A2M ACKR3 CXCR1 CXCR2 HMGB1 GOMF_C_X_C_CHEMOKINE_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_C_X_C_CHEMOKINE_RECEPTOR_ACTIVITY ACKR3 CXCR1 CXCR2 CXCR3 CXCR4 CXCR5 CXCR6 GPR35 GOMF_D1_DOPAMINE_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_D1_DOPAMINE_RECEPTOR_BINDING ARRB2 DLG4 GNAS PTGER1 SNX5 VPS35 GOMF_DAMAGED_DNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DAMAGED_DNA_BINDING APEX1 APTX AUNIP BLM BRCA1 CREBBP CRY2 CUL4B DCLRE1A DCLRE1B DCLRE1C DDB1 DDB2 EP300 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 FANCG FEN1 H2AX HMGB1 HMGB2 KDM4D MPG MSH2 MSH3 MSH6 MUTYH NBN NEIL1 NEIL2 NEIL3 NTHL1 OGG1 PARP1 PARP2 PCNA PNKP POLB POLD1 POLH POLI POLK POLQ POT1 RAD1 RAD18 RAD23A RAD23B RBBP8 RECQL4 REV1 RPA1 RPA2 RPA3 RPS3 SDE2 SIRT6 SMC6 TDG TP53BP1 TP63 UNG WRN XNDC1N XPA XPC XRCC1 XRCC5 XRCC6 GOMF_DEACETYLASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DEACETYLASE_ACTIVITY AADAC ADPRS AMDHD2 CES1 CES2 ESD HDAC1 HDAC10 HDAC11 HDAC2 HDAC3 HDAC4 HDAC5 HDAC6 HDAC7 HDAC8 HDAC9 MACROD1 MACROD2 MIER1 MIER2 MIER3 MTA2 NDST1 NDST2 NDST3 NDST4 OARD1 PIGL SIRT1 SIRT2 SIRT3 SIRT4 SIRT5 SIRT6 SIRT7 SUDS3 YDJC GOMF_DEAD_H_BOX_RNA_HELICASE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DEAD_H_BOX_RNA_HELICASE_BINDING AKAP8L DROSHA ETV3 POT1 SMAD1 SMAD3 SMAD5 SP7 GOMF_DEAMINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DEAMINASE_ACTIVITY ADA ADA2 ADAD1 ADAD2 ADAL ADAR ADARB1 ADARB2 ADAT1 ADAT2 ADAT3 AICDA AMPD1 AMPD2 AMPD3 APOBEC1 APOBEC2 APOBEC3A APOBEC3B APOBEC3C APOBEC3D APOBEC3F APOBEC3G APOBEC3H CDA CDADC1 DCTD GDA GNPDA1 GNPDA2 LACC1 RIDA ZBP1 GOMF_DEATH_DOMAIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DEATH_DOMAIN_BINDING BAX BCL2 BCL2L1 CRADD DAP DAPL1 IRGM MCL1 RACK1 RIPK1 TRADD GOMF_DEATH_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DEATH_RECEPTOR_ACTIVITY EDA2R FAS NGFR TNFRSF10A TNFRSF10B TNFRSF11A TNFRSF14 TNFRSF18 TNFRSF19 TNFRSF1A TNFRSF1B TNFRSF25 TNFRSF4 GOMF_DEATH_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DEATH_RECEPTOR_BINDING BDNF BEX3 BID CASP3 CASP8 CASP8AP2 CFLAR DAB2IP EDA FADD FASLG FEM1B MADD MYD88 NGF NOL3 NTF3 NTF4 PIDD1 RIPK1 TMBIM1 GOMF_DEHYDROASCORBIC_ACID_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DEHYDROASCORBIC_ACID_TRANSMEMBRANE_TRANSPORTER_ACTIVITY SLC23A1 SLC2A1 SLC2A10 SLC2A14 SLC2A2 SLC2A3 SLC2A6 SLC2A8 GOMF_DELAYED_RECTIFIER_POTASSIUM_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DELAYED_RECTIFIER_POTASSIUM_CHANNEL_ACTIVITY KCNA1 KCNA10 KCNA2 KCNA3 KCNA4 KCNA5 KCNA6 KCNA7 KCNB1 KCNB2 KCNC1 KCNC2 KCNC3 KCNC4 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNG1 KCNG2 KCNG3 KCNG4 KCNH1 KCNH2 KCNQ1 KCNS1 KCNS3 GOMF_DELTA_CATENIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DELTA_CATENIN_BINDING ABL1 CCDC85B CDH26 DACT1 DACT2 DACT3 PLEKHA7 PTPRJ PTPRT GOMF_DEMETHYLASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DEMETHYLASE_ACTIVITY ALKBH1 ALKBH2 ALKBH3 ALKBH4 ALKBH5 CYP1A1 CYP1A2 CYP51A1 FBXL19 FTO HR JARID2 JMJD1C JMJD6 KDM1A KDM1B KDM2A KDM2B KDM3A KDM3B KDM4A KDM4B KDM4C KDM4D KDM4E KDM4F KDM5A KDM5B KDM5C KDM5D KDM6A KDM6B KDM7A KDM8 MMACHC PHF2 PHF8 RIOX1 RIOX2 RSBN1 UTY GOMF_DENEDDYLASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DENEDDYLASE_ACTIVITY COPS4 COPS5 OTUB1 SENP8 UCHL3 USP21 GOMF_DEOXYCYTIDINE_DEAMINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DEOXYCYTIDINE_DEAMINASE_ACTIVITY AICDA APOBEC3A APOBEC3B APOBEC3C APOBEC3D APOBEC3F APOBEC3G APOBEC3H CDA GOMF_DEOXYNUCLEOSIDE_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DEOXYNUCLEOSIDE_KINASE_ACTIVITY ADK DCK DGUOK TK1 TK2 GOMF_DEOXYRIBONUCLEASE_I_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DEOXYRIBONUCLEASE_I_ACTIVITY DICER1 DNASE1 DNASE1L1 DNASE1L2 DNASE1L3 GOMF_DEOXYRIBONUCLEOTIDE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DEOXYRIBONUCLEOTIDE_BINDING DCTPP1 DUT HSP90AA1 SAMHD1 TREX1 GOMF_DESUMOYLASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DESUMOYLASE_ACTIVITY DESI1 HINT1 SENP1 SENP2 SENP3 SENP5 USPL1 GOMF_DEUBIQUITINASE_ACTIVATOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DEUBIQUITINASE_ACTIVATOR_ACTIVITY TANK TGFB1 TIFAB VCP WDR48 GOMF_DEUBIQUITINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DEUBIQUITINASE_ACTIVITY ALG13 ATXN3 ATXN3L BAP1 BRCC3 COPS5 COPS6 CYLD DESI2 EIF3F EIF3H JOSD1 JOSD2 MINDY1 MINDY2 MINDY3 MINDY4 MINDY4B MYSM1 OTUB1 OTUB2 OTUD1 OTUD3 OTUD4 OTUD5 OTUD6A OTUD6B OTUD7A OTUD7B OTULIN PAN2 PRPF8 PSMD14 PSMD7 SENP3 STAMBP STAMBPL1 TANK TNFAIP3 UCHL1 UCHL3 UCHL5 UFD1 USP1 USP10 USP11 USP12 USP13 USP14 USP15 USP16 USP17L1 USP17L10 USP17L11 USP17L12 USP17L13 USP17L15 USP17L17 USP17L18 USP17L19 USP17L2 USP17L20 USP17L21 USP17L22 USP17L23 USP17L24 USP17L3 USP17L4 USP17L5 USP17L6P USP17L7 USP17L8 USP18 USP19 USP2 USP20 USP21 USP22 USP24 USP25 USP26 USP27X USP28 USP29 USP3 USP30 USP31 USP32 USP33 USP34 USP35 USP36 USP37 USP38 USP39 USP4 USP40 USP42 USP43 USP44 USP45 USP46 USP47 USP48 USP49 USP5 USP50 USP51 USP53 USP54 USP6 USP7 USP8 USP9X USP9Y VCPIP1 YOD1 ZC3H12A ZRANB1 ZUP1 GOMF_DIACYLGLYCEROL_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DIACYLGLYCEROL_BINDING CHPT1 DGKD FITM1 FITM2 PLTP RAPGEF2 RASGRP1 RASGRP2 RASGRP3 RASGRP4 UNC13A UNC13B UNC13C GOMF_DIACYLGLYCEROL_O_ACYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DIACYLGLYCEROL_O_ACYLTRANSFERASE_ACTIVITY DGAT1 DGAT2 DGAT2L6 MOGAT1 MOGAT2 MOGAT3 GOMF_DICARBOXYLIC_ACID_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DICARBOXYLIC_ACID_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ABCC2 SLC13A2 SLC13A3 SLC13A5 SLC16A1 SLC19A1 SLC1A1 SLC1A4 SLC1A5 SLC1A6 SLC22A6 SLC22A7 SLC25A10 SLC25A11 SLC25A12 SLC25A13 SLC25A18 SLC25A21 SLC25A22 SLC26A1 SLC26A10P SLC26A2 SLC26A3 SLC26A4 SLC26A5 SLC26A6 SLC26A7 SLC26A8 SLC26A9 SLC46A1 UCP2 GOMF_DIHYDROPYRIMIDINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DIHYDROPYRIMIDINASE_ACTIVITY CRMP1 DPYS DPYSL2 DPYSL3 DPYSL4 DPYSL5 GOMF_DINUCLEOTIDE_PHOSPHATASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DINUCLEOTIDE_PHOSPHATASE_ACTIVITY CILP CILP2 ENPP1 ENPP5 NUDT12 NUDT13 NUDT17 NUDT6 GOMF_DIOXYGENASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DIOXYGENASE_ACTIVITY ADI1 ADO ALKBH1 ALKBH2 ALKBH3 ALKBH4 ALKBH5 ALKBH6 ALKBH7 ALKBH8 ALOX12 ALOX12B ALOX15 ALOX15B ALOX5 ALOX5AP ALOXE3 ASPH ASPHD1 ASPHD2 BBOX1 BCO1 BCO2 CDO1 EGLN1 EGLN2 EGLN3 ETHE1 FTO HAAO HGD HIF1AN HPD HPDL HR HSPBAP1 IDO1 IDO2 JMJD1C JMJD4 JMJD6 JMJD7 KDM2A KDM2B KDM3A KDM3B KDM4A KDM4B KDM4C KDM4D KDM4E KDM5A KDM5B KDM5C KDM5D KDM6A KDM6B KDM7A KDM8 OGFOD1 OGFOD2 OGFOD3 P3H1 P3H2 P3H3 P4HA1 P4HA2 P4HA3 P4HB P4HTM PEDS1 PHF2 PHF8 PHYH PHYHD1 PIR PLOD1 PLOD2 PLOD3 PTGS1 PTGS2 RIOX1 RIOX2 RPE65 RSBN1 RSBN1L TDO2 TET1 TET2 TET3 TMLHE TYW5 UTY GOMF_DIPEPTIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DIPEPTIDASE_ACTIVITY ACE ADAM10 CNDP1 CNDP2 CPQ DPEP1 DPEP2 DPEP3 FOLH1 FOLH1B MEP1A NAALAD2 PEPD PM20D2 SCRN1 SCRN2 SCRN3 GOMF_DIPEPTIDYL_PEPTIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DIPEPTIDYL_PEPTIDASE_ACTIVITY CTSC DPP10 DPP3 DPP4 DPP6 DPP7 DPP8 DPP9 FAP NAALAD2 PRCP PRSS16 GOMF_DIPHOSPHOTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DIPHOSPHOTRANSFERASE_ACTIVITY PRPS1 PRPS1L1 PRPS2 PRPSAP1 PRPSAP2 TPK1 GOMF_DISORDERED_DOMAIN_SPECIFIC_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DISORDERED_DOMAIN_SPECIFIC_BINDING AP2A2 AP2M1 BCL2L2 CLTC CTNNB1 DFFB EZR FKBP8 FYN GAPDH GJA5 HSP90AA1 HSP90AA2P HSP90AA4P HSP90AB1 HSP90AB2P HSP90AB3P HSP90AB4P HSPA1A HSPA2 KCNA1 KEAP1 MDM2 NCOA3 NUMA1 PPIL1 RB1 RRM1 SMAD2 SMTNL1 TEAD2 TP53 GOMF_DISULFIDE_OXIDOREDUCTASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DISULFIDE_OXIDOREDUCTASE_ACTIVITY CCS CHCHD4 DNAJC10 ERO1A ERO1B GFER GLRX GLRX2 GSR GSTO1 GSTO2 NXN P4HB PDIA2 PDIA3 PDIA4 PDIA5 PDIA6 PGK1 QSOX1 QSOX2 SCO2 STAB1 STAB2 TMX1 TMX2 TMX3 TMX4 TXN TXN2 TXNDC12 TXNDC17 TXNDC5 TXNDC8 TXNL1 GOMF_DNA_APURINIC_OR_APYRIMIDINIC_SITE_ENDONUCLEASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DNA_APURINIC_OR_APYRIMIDINIC_SITE_ENDONUCLEASE_ACTIVITY ALKBH1 APEX1 APEX2 APLF HMCES HMGA2 NEIL1 NEIL2 NEIL3 NTHL1 OGG1 POLB RPS3 GOMF_DNA_BINDING_BENDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DNA_BINDING_BENDING FOXC1 FOXD1 FOXD4 FOXI1 FOXL1 HHEX HMGA1 HMGA2 HMGB1 HMGB2 HMGB3 HMGB4 LEF1 SAP30L TERF1 TOP1 TOP2A TREX1 GOMF_DNA_BINDING_TRANSCRIPTION_ACTIVATOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DNA_BINDING_TRANSCRIPTION_ACTIVATOR_ACTIVITY ALX1 ALX4 AR ARNT2 ARX ASCL2 ATF1 ATF2 ATF3 ATF4 ATF5 ATF6 ATF6B ATMIN ATOH1 BACH1 BARHL1 BARHL2 BARX2 BATF BCL11B BHLHA15 BNC1 BORCS8-MEF2B CARF CASZ1 CDC5L CDX1 CDX4 CEBPA CEBPB CEBPD CEBPE CEBPG CLOCK CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREBRF CRX CSRNP1 CSRNP2 CSRNP3 CTCFL DBP DDIT3 DLX2 DLX3 DLX5 DMRT1 DMRT2 DMTF1 DUX4 E2F1 E2F2 E2F3 E2F4 E2F5 E4F1 EBF2 EGR1 EGR2 EGR3 EGR4 EHF ELF1 ELF3 ELF4 ELK1 ELK3 ELK4 EPAS1 ERG ESR1 ESRRB ESRRG ETS1 ETV1 ETV2 ETV4 ETV5 ETV6 FEV FEZF2 FIGLA FLI1 FOS FOSB FOSL1 FOSL2 FOXA1 FOXC1 FOXC2 FOXD1 FOXD2 FOXF1 FOXF2 FOXH1 FOXI1 FOXJ1 FOXJ2 FOXJ3 FOXK2 FOXL2 FOXN1 FOXO1 FOXO3 FOXO4 FOXP3 FOXR1 GABPA GATA1 GATA2 GATA3 GATA4 GBX2 GCM1 GCM2 GFI1B GLI1 GLIS1 GLIS2 GLIS3 GMEB1 GMEB2 GRHL1 GRHL2 GRHL3 GSX1 GTF2I HAND1 HAND2 HEYL HHEX HIF1A HINFP HLF HNF1A HNF4A HNF4G HOXA1 HOXA10 HOXA13 HOXA5 HOXA7 HOXA9 HOXB1 HOXB2 HOXB3 HOXB5 HOXB7 HOXC10 HOXC11 HOXC13 HOXC4 HOXD10 HOXD13 HOXD3 HOXD4 HOXD8 HSF1 HSF2 IKZF3 IRF1 IRF2 IRF3 IRF4 IRF5 IRF6 IRX3 IRX6 ISL1 JUN JUNB JUND KLF10 KLF13 KLF15 KLF4 KLF5 KLF6 KLF7 LEF1 LHX2 LHX3 LHX4 LITAF LMX1A MAF MAFA MAFB MAFF MAFG MECOM MEF2A MEF2B MEF2C MEF2D MEIS1 MEIS2 MEIS3 MEIS3P1 MEOX1 MEOX2 MESP1 MITF MIXL1 MLXIP MLXIPL MSGN1 MSX1 MTF1 MYB MYBL1 MYBL2 MYC MYCN MYF5 MYF6 MYOD1 MYOG MZF1 NDN NEUROD1 NEUROD2 NEUROD6 NEUROG3 NFAT5 NFATC1 NFATC2 NFATC3 NFE2L2 NFIA NFIB NFIC NFKB1 NFKB2 NFYB NFYC NHLH1 NHLH2 NKRF NKX2-2 NKX2-5 NKX2-6 NKX2-8 NKX6-3 NPAS4 NR1H2 NR1H3 NR1H4 NR1I2 NR1I3 NR2C2 NR2E1 NR2E3 NR3C1 NR4A1 NR4A2 NR4A3 NR5A2 NR6A1 NRF1 NRL ONECUT1 ONECUT2 ONECUT3 OSR2 OTX1 OTX2 OVOL2 PAX5 PAX6 PAX8 PAX9 PBX1 PBX2 PBX3 PGR PHOX2A PHOX2B PITX1 PITX3 PLAG1 PLAGL1 PLAGL2 PLSCR1 POU1F1 POU2F1 POU2F3 POU3F2 POU4F1 POU4F2 POU4F3 PPARA PRDM15 PRDM16 PRDM2 PRDM4 PROP1 PRRX1 PTF1A RAX RAX2 RBPJ RBPJL REL RELA RFX2 RFX4 RFX5 RFX6 RFXANK RFXAP RLF RORB RREB1 RUNX1 RUNX2 RXRB SALL2 SATB2 SCX SHOX SIX1 SIX2 SIX3 SIX4 SIX5 SMAD1 SMAD2 SMAD3 SMAD4 SOX1 SOX10 SOX11 SOX12 SOX17 SOX18 SOX2 SOX21 SOX30 SOX4 SOX9 SP1 SP7 SPI1 SPIB SPIC SREBF1 SRF STAT3 STAT5B STAT6 TBX19 TBX20 TBX21 TBX3 TBX5 TCF12 TCF15 TCF21 TCF3 TCF4 TEAD4 TEF TFAP2A TFAP2B TFAP2C TFAP2E TFAP4 TFCP2 TFCP2L1 TFDP1 TFDP2 TFE3 TFEC THAP11 TLX1 TLX2 TP53 TP63 TP73 UBP1 USF3 VENTX VEZF1 WT1 YY1 YY2 ZBED1 ZBED4 ZBTB16 ZBTB17 ZBTB7B ZFAT ZFP62 ZFX ZFY ZIC1 ZIC3 ZNF107 ZNF112 ZNF131 ZNF143 ZNF175 ZNF197 ZNF208 ZNF212 ZNF224 ZNF225 ZNF226 ZNF227 ZNF229 ZNF24 ZNF267 ZNF268 ZNF292 ZNF300 ZNF319 ZNF33A ZNF33B ZNF341 ZNF345 ZNF384 ZNF395 ZNF43 ZNF445 ZNF473 ZNF48 ZNF484 ZNF485 ZNF493 ZNF521 ZNF544 ZNF574 ZNF580 ZNF585A ZNF585B ZNF594 ZNF597 ZNF600 ZNF606 ZNF615 ZNF629 ZNF639 ZNF658 ZNF658B ZNF668 ZNF71 ZNF717 ZNF721 ZNF729 ZNF750 ZNF76 ZNF770 ZNF780B ZNF782 ZNF784 ZNF786 ZNF808 ZNF814 ZNF836 ZNF840P ZNF841 ZNF845 ZNF850 ZNF91 ZNF99 ZSCAN21 GOMF_DNA_BINDING_TRANSCRIPTION_FACTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DNA_BINDING_TRANSCRIPTION_FACTOR_ACTIVITY ADNP ADNP2 AEBP1 AFF3 AHDC1 AHR AHRR ALX1 ALX3 ALX4 ANHX AR ARGFX ARNT ARNT2 ARX ASCL1 ASCL2 ASCL3 ASCL4 ASCL5 ATF1 ATF2 ATF3 ATF4 ATF5 ATF6 ATF6B ATF7 ATMIN ATOH1 ATOH7 ATOH8 BACH1 BACH2 BARHL1 BARHL2 BARX1 BARX2 BATF BATF2 BATF3 BBX BCL11A BCL11B BCL6 BCL6B BHLHA15 BHLHA9 BHLHE22 BHLHE23 BHLHE40 BHLHE41 BMAL1 BMAL2 BNC1 BORCS8-MEF2B BSX CARF CASZ1 CC2D1A CC2D1B CDC5L CDX1 CDX2 CDX4 CEBPA CEBPB CEBPD CEBPE CEBPG CIC CLOCK CPHXL CPHXL2 CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 CREBL2 CREBRF CREBZF CREM CRX CSRNP1 CSRNP2 CSRNP3 CTCF CTCFL CUX1 CUX2 DACH1 DACH2 DBP DBX1 DBX2 DDIT3 DDN DEAF1 DLX1 DLX2 DLX3 DLX4 DLX5 DLX6 DMBX1 DMRT1 DMRT2 DMRT3 DMRTA1 DMRTA2 DMRTB1 DMRTC1 DMRTC1B DMRTC2 DMTF1 DPRX DRGX DUX4 DUXA DUXB E2F1 E2F2 E2F3 E2F4 E2F5 E2F6 E2F7 E2F8 E4F1 EBF1 EBF2 EBF3 EBF4 EGR1 EGR2 EGR3 EGR4 EHF ELF1 ELF2 ELF3 ELF4 ELF5 ELK1 ELK3 ELK4 EMX1 EMX2 EN1 EN2 ENO1 EOMES EPAS1 ERF ERFL ERG ESR1 ESR2 ESRRA ESRRB ESRRG ESX1 ETS1 ETS2 ETV1 ETV2 ETV3 ETV3L ETV4 ETV5 ETV6 ETV7 EVX1 EVX2 FERD3L FEV FEZF1 FEZF2 FIGLA FLI1 FOS FOSB FOSL1 FOSL2 FOXA1 FOXA2 FOXA3 FOXB1 FOXB2 FOXC1 FOXC2 FOXD1 FOXD2 FOXD3 FOXD4 FOXD4L1 FOXD4L3 FOXD4L4 FOXD4L5 FOXD4L6 FOXE1 FOXE3 FOXF1 FOXF2 FOXG1 FOXH1 FOXI1 FOXI2 FOXI3 FOXJ1 FOXJ2 FOXJ3 FOXK1 FOXK2 FOXL1 FOXL2 FOXM1 FOXN1 FOXN2 FOXN3 FOXN4 FOXO1 FOXO3 FOXO3B FOXO4 FOXO6 FOXP1 FOXP2 FOXP3 FOXP4 FOXQ1 FOXR1 FOXR2 FOXS1 GABPA GATA1 GATA2 GATA3 GATA4 GATA5 GATA6 GBX1 GBX2 GCM1 GCM2 GFI1 GFI1B GLI1 GLI2 GLI3 GLI4 GLIS1 GLIS2 GLIS3 GMEB1 GMEB2 GPBP1 GRHL1 GRHL2 GRHL3 GSC GSC2 GSX1 GSX2 GTF2I GTF2IRD1 GTF2IRD2 GTF2IRD2B GZF1 HAND1 HAND2 HBP1 HDGF HDX HELT HES1 HES2 HES3 HES4 HES5 HES6 HES7 HESX1 HEY1 HEY2 HEYL HHEX HIC1 HIC2 HIF1A HIF3A HINFP HIVEP1 HIVEP2 HIVEP3 HLF HLX HMX1 HMX2 HMX3 HNF1A HNF1B HNF4A HNF4G HOMEZ HOXA1 HOXA10 HOXA11 HOXA13 HOXA2 HOXA3 HOXA4 HOXA5 HOXA6 HOXA7 HOXA9 HOXB1 HOXB13 HOXB2 HOXB3 HOXB4 HOXB5 HOXB6 HOXB7 HOXB8 HOXB9 HOXC10 HOXC11 HOXC12 HOXC13 HOXC4 HOXC5 HOXC6 HOXC8 HOXC9 HOXD1 HOXD10 HOXD11 HOXD12 HOXD13 HOXD3 HOXD4 HOXD8 HOXD9 HSF1 HSF2 HSF4 HSF5 HSFX1 HSFX2 HSFX3 HSFX4 HSFY1 HSFY2 IKZF1 IKZF2 IKZF3 IKZF4 IKZF5 INSM1 INSM2 IRF1 IRF2 IRF3 IRF4 IRF5 IRF6 IRF7 IRF8 IRF9 IRX1 IRX2 IRX3 IRX4 IRX5 IRX6 ISL1 ISL2 ISX JDP2 JPH2 JUN JUNB JUND KCNIP3 KLF1 KLF10 KLF11 KLF12 KLF13 KLF14 KLF15 KLF16 KLF17 KLF18 KLF2 KLF3 KLF4 KLF5 KLF6 KLF7 KLF8 KLF9 LBX1 LBX2 LEF1 LEUTX LHX1 LHX2 LHX3 LHX4 LHX5 LHX6 LHX8 LHX9 LITAF LMX1A LMX1B LRRFIP1 LYL1 MAF MAFA MAFB MAFF MAFG MAFK MAX MAZ MECOM MECP2 MEF2A MEF2B MEF2C MEF2D MEIS1 MEIS2 MEIS3 MEIS3P1 MEOX1 MEOX2 MESP1 MESP2 MGA MITF MIXL1 MKX MLX MLXIP MLXIPL MNT MNX1 MSC MSGN1 MSX1 MSX2 MTF1 MXD1 MXD3 MXD4 MXI1 MYB MYBL1 MYBL2 MYC MYCL MYCN MYF5 MYF6 MYNN MYOD1 MYOG MYPOP MYRF MYRFL MYT1 MYT1L MZF1 NACC1 NACC2 NANOG NANOGNB NANOGP1 NANOGP8 NDN NEUROD1 NEUROD2 NEUROD4 NEUROD6 NEUROG1 NEUROG2 NEUROG3 NFAT5 NFATC1 NFATC2 NFATC3 NFATC4 NFE2 NFE2L1 NFE2L2 NFE2L3 NFIA NFIB NFIC NFIL3 NFILZ NFIX NFKB1 NFKB2 NFX1 NFXL1 NFYA NFYB NFYC NHLH1 NHLH2 NKRF NKX1-1 NKX1-2 NKX2-1 NKX2-2 NKX2-3 NKX2-4 NKX2-5 NKX2-6 NKX2-8 NKX3-1 NKX3-2 NKX6-1 NKX6-2 NKX6-3 NOBOX NOTO NPAS1 NPAS2 NPAS3 NPAS4 NR1D1 NR1D2 NR1H2 NR1H3 NR1H4 NR1I2 NR1I3 NR2C1 NR2C2 NR2E1 NR2E3 NR2F1 NR2F2 NR2F6 NR3C1 NR3C2 NR4A1 NR4A2 NR4A3 NR5A1 NR5A2 NR6A1 NRF1 NRL NTN1 NTN3 OLIG1 OLIG2 OLIG3 ONECUT1 ONECUT2 ONECUT3 OSR1 OSR2 OTP OTX1 OTX2 OVOL1 OVOL2 OVOL3 PASD1 PATZ1 PAX1 PAX2 PAX3 PAX4 PAX5 PAX6 PAX7 PAX8 PAX9 PBX1 PBX2 PBX3 PBX4 PCBP1 PCBP3 PDX1 PEG3 PGBD1 PGR PHOX2A PHOX2B PITX1 PITX2 PITX3 PKNOX1 PKNOX2 PLAG1 PLAGL1 PLAGL2 PLSCR1 POU1F1 POU2F1 POU2F2 POU2F3 POU3F1 POU3F2 POU3F3 POU3F4 POU4F1 POU4F2 POU4F3 POU5F1 POU5F1B POU5F2 POU6F1 POU6F2 PPARA PPARD PPARG PRDM1 PRDM15 PRDM16 PRDM2 PRDM4 PRDM5 PROP1 PROX1 PROX2 PRRX1 PRRX2 PTF1A PURA PURB PURG RARA RARB RARG RAX RAX2 RBAK RBPJ RBPJL REL RELA RELB REST RFX1 RFX2 RFX3 RFX4 RFX5 RFX6 RFX7 RFX8 RFXANK RFXAP RHOXF1 RHOXF2 RHOXF2B RLF RORA RORB RORC RREB1 RUNX1 RUNX2 RUNX3 RXRA RXRB RXRG SALL1 SALL2 SALL3 SALL4 SATB1 SATB2 SCAND2P SCRT1 SCRT2 SCX SEBOX SHOX SHOX2 SIM1 SIM2 SIX1 SIX2 SIX3 SIX4 SIX5 SIX6 SKI SKIDA1 SKIL SKOR1 SKOR2 SLC2A4RG SMAD1 SMAD2 SMAD3 SMAD4 SMAD5 SMAD9 SNAI1 SNAI2 SNAI3 SOHLH1 SOHLH2 SOX1 SOX10 SOX11 SOX12 SOX13 SOX14 SOX15 SOX17 SOX18 SOX2 SOX21 SOX3 SOX30 SOX4 SOX5 SOX6 SOX7 SOX8 SOX9 SP1 SP100 SP110 SP140 SP140L SP2 SP3 SP4 SP5 SP6 SP7 SP8 SP9 SPDEF SPI1 SPIB SPIC SPZ1 SREBF1 SREBF2 SRF SRY ST18 STAT1 STAT2 STAT3 STAT4 STAT5A STAT5B STAT6 STOX1 STOX2 TAL1 TAL2 TBR1 TBX1 TBX10 TBX15 TBX18 TBX19 TBX2 TBX20 TBX21 TBX22 TBX3 TBX4 TBX5 TBX6 TBXT TCF12 TCF15 TCF21 TCF23 TCF24 TCF3 TCF4 TCF7 TCF7L1 TCF7L2 TCFL5 TEAD1 TEAD2 TEAD3 TEAD4 TEF TFAM TFAP2A TFAP2B TFAP2C TFAP2D TFAP2E TFAP4 TFB1M TFB2M TFCP2 TFCP2L1 TFDP1 TFDP2 TFDP3 TFE3 TFEB TFEC TGIF1 TGIF2 TGIF2LX TGIF2LY THAP1 THAP10 THAP11 THRA THRB TLX1 TLX2 TLX3 TP53 TP63 TP73 TPRX1 TPRX2 TPRXL TRPS1 TSHZ1 TSHZ2 TSHZ3 TSTD1 TWIST1 TWIST2 UBP1 UNCX USF1 USF2 USF3 VAX1 VAX2 VDR VENTX VEZF1 VSX1 VSX2 WIZ WT1 XBP1 YY1 YY2 ZBED1 ZBED2 ZBED3 ZBED4 ZBED6 ZBTB1 ZBTB10 ZBTB11 ZBTB12 ZBTB14 ZBTB16 ZBTB17 ZBTB18 ZBTB2 ZBTB20 ZBTB21 ZBTB22 ZBTB24 ZBTB25 ZBTB26 ZBTB3 ZBTB32 ZBTB33 ZBTB34 ZBTB37 ZBTB38 ZBTB39 ZBTB4 ZBTB40 ZBTB41 ZBTB42 ZBTB43 ZBTB45 ZBTB46 ZBTB47 ZBTB48 ZBTB49 ZBTB5 ZBTB6 ZBTB7A ZBTB7B ZBTB7C ZBTB8A ZBTB8B ZBTB9 ZC3H8 ZEB1 ZEB2 ZFAT ZFHX2 ZFHX3 ZFHX4 ZFP1 ZFP14 ZFP2 ZFP28 ZFP3 ZFP30 ZFP37 ZFP41 ZFP42 ZFP57 ZFP62 ZFP69 ZFP69B ZFP82 ZFP90 ZFP92 ZFX ZFY ZGLP1 ZGPAT ZHX1 ZHX2 ZHX3 ZIC1 ZIC2 ZIC3 ZIC4 ZIC5 ZIK1 ZIM2 ZIM3 ZKSCAN1 ZKSCAN2 ZKSCAN3 ZKSCAN4 ZKSCAN5 ZKSCAN7 ZKSCAN8 ZNF10 ZNF100 ZNF101 ZNF107 ZNF112 ZNF114 ZNF117 ZNF12 ZNF121 ZNF124 ZNF131 ZNF132 ZNF133 ZNF134 ZNF135 ZNF136 ZNF138 ZNF14 ZNF140 ZNF141 ZNF142 ZNF143 ZNF146 ZNF148 ZNF154 ZNF155 ZNF157 ZNF16 ZNF160 ZNF165 ZNF169 ZNF17 ZNF174 ZNF175 ZNF177 ZNF18 ZNF180 ZNF181 ZNF182 ZNF184 ZNF189 ZNF19 ZNF195 ZNF197 ZNF2 ZNF20 ZNF202 ZNF205 ZNF208 ZNF211 ZNF212 ZNF213 ZNF214 ZNF215 ZNF217 ZNF219 ZNF22 ZNF221 ZNF222 ZNF223 ZNF224 ZNF225 ZNF226 ZNF227 ZNF229 ZNF23 ZNF230 ZNF232 ZNF233 ZNF234 ZNF235 ZNF236 ZNF239 ZNF24 ZNF248 ZNF25 ZNF250 ZNF251 ZNF253 ZNF254 ZNF256 ZNF257 ZNF26 ZNF260 ZNF263 ZNF264 ZNF266 ZNF267 ZNF268 ZNF273 ZNF274 ZNF275 ZNF28 ZNF280A ZNF280B ZNF280C ZNF280D ZNF281 ZNF282 ZNF283 ZNF284 ZNF285 ZNF286A ZNF286B ZNF287 ZNF292 ZNF296 ZNF3 ZNF30 ZNF300 ZNF302 ZNF304 ZNF311 ZNF316 ZNF317 ZNF319 ZNF32 ZNF320 ZNF322 ZNF324 ZNF324B ZNF329 ZNF331 ZNF333 ZNF334 ZNF337 ZNF33A ZNF33B ZNF34 ZNF341 ZNF343 ZNF345 ZNF347 ZNF35 ZNF350 ZNF354A ZNF354B ZNF354C ZNF355P ZNF358 ZNF362 ZNF366 ZNF367 ZNF37A ZNF382 ZNF383 ZNF384 ZNF391 ZNF394 ZNF395 ZNF396 ZNF397 ZNF398 ZNF404 ZNF408 ZNF41 ZNF410 ZNF414 ZNF415 ZNF416 ZNF417 ZNF418 ZNF419 ZNF420 ZNF423 ZNF425 ZNF426 ZNF429 ZNF43 ZNF430 ZNF431 ZNF432 ZNF433 ZNF436 ZNF438 ZNF439 ZNF44 ZNF440 ZNF441 ZNF442 ZNF443 ZNF444 ZNF445 ZNF446 ZNF449 ZNF45 ZNF451 ZNF454 ZNF460 ZNF461 ZNF467 ZNF468 ZNF469 ZNF470 ZNF471 ZNF473 ZNF479 ZNF48 ZNF480 ZNF483 ZNF484 ZNF485 ZNF486 ZNF487 ZNF490 ZNF491 ZNF492 ZNF493 ZNF496 ZNF497 ZNF500 ZNF501 ZNF502 ZNF506 ZNF510 ZNF511 ZNF512 ZNF512B ZNF514 ZNF516 ZNF517 ZNF518A ZNF518B ZNF519 ZNF521 ZNF524 ZNF525 ZNF526 ZNF527 ZNF528 ZNF529 ZNF530 ZNF532 ZNF534 ZNF536 ZNF540 ZNF542P ZNF543 ZNF544 ZNF546 ZNF547 ZNF548 ZNF549 ZNF550 ZNF551 ZNF552 ZNF554 ZNF555 ZNF556 ZNF557 ZNF558 ZNF559 ZNF559-ZNF177 ZNF560 ZNF561 ZNF562 ZNF563 ZNF564 ZNF565 ZNF566 ZNF567 ZNF568 ZNF569 ZNF57 ZNF570 ZNF571 ZNF572 ZNF573 ZNF574 ZNF575 ZNF576 ZNF577 ZNF578 ZNF579 ZNF580 ZNF581 ZNF582 ZNF583 ZNF584 ZNF585A ZNF585B ZNF586 ZNF587 ZNF587B ZNF589 ZNF592 ZNF594 ZNF595 ZNF596 ZNF597 ZNF599 ZNF600 ZNF605 ZNF606 ZNF607 ZNF610 ZNF611 ZNF613 ZNF614 ZNF615 ZNF616 ZNF618 ZNF619 ZNF620 ZNF621 ZNF623 ZNF624 ZNF625 ZNF626 ZNF627 ZNF628 ZNF629 ZNF630 ZNF639 ZNF641 ZNF644 ZNF646 ZNF648 ZNF649 ZNF652 ZNF654 ZNF655 ZNF658 ZNF658B ZNF66 ZNF660 ZNF662 ZNF664 ZNF665 ZNF667 ZNF668 ZNF669 ZNF670 ZNF671 ZNF672 ZNF674 ZNF675 ZNF676 ZNF677 ZNF678 ZNF679 ZNF680 ZNF681 ZNF682 ZNF683 ZNF684 ZNF687 ZNF688 ZNF689 ZNF69 ZNF691 ZNF692 ZNF695 ZNF696 ZNF697 ZNF699 ZNF7 ZNF70 ZNF700 ZNF701 ZNF702P ZNF704 ZNF705A ZNF705B ZNF705D ZNF705EP ZNF705G ZNF707 ZNF708 ZNF709 ZNF71 ZNF710 ZNF711 ZNF713 ZNF714 ZNF716 ZNF717 ZNF718 ZNF721 ZNF722 ZNF723 ZNF724 ZNF726 ZNF727 ZNF728 ZNF729 ZNF730 ZNF732 ZNF735 ZNF736 ZNF737 ZNF74 ZNF740 ZNF746 ZNF749 ZNF750 ZNF75A ZNF75CP ZNF75D ZNF76 ZNF761 ZNF763 ZNF764 ZNF765 ZNF766 ZNF768 ZNF77 ZNF770 ZNF771 ZNF772 ZNF773 ZNF774 ZNF775 ZNF776 ZNF777 ZNF778 ZNF780A ZNF780B ZNF781 ZNF782 ZNF783 ZNF784 ZNF785 ZNF786 ZNF787 ZNF789 ZNF79 ZNF790 ZNF791 ZNF792 ZNF793 ZNF799 ZNF8 ZNF80 ZNF800 ZNF805 ZNF808 ZNF81 ZNF813 ZNF814 ZNF816 ZNF818P ZNF821 ZNF823 ZNF826P ZNF829 ZNF83 ZNF833P ZNF835 ZNF836 ZNF837 ZNF84 ZNF840P ZNF841 ZNF844 ZNF845 ZNF846 ZNF85 ZNF850 ZNF852 ZNF853 ZNF860 ZNF861P ZNF865 ZNF875 ZNF876P ZNF878 ZNF879 ZNF880 ZNF883 ZNF888 ZNF891 ZNF892 ZNF90 ZNF91 ZNF92 ZNF93 ZNF98 ZNF99 ZSCAN1 ZSCAN10 ZSCAN12 ZSCAN16 ZSCAN18 ZSCAN2 ZSCAN20 ZSCAN21 ZSCAN22 ZSCAN23 ZSCAN25 ZSCAN26 ZSCAN29 ZSCAN30 ZSCAN31 ZSCAN32 ZSCAN4 ZSCAN5A ZSCAN5B ZSCAN5C ZSCAN5DP ZSCAN9 GOMF_DNA_BINDING_TRANSCRIPTION_FACTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DNA_BINDING_TRANSCRIPTION_FACTOR_BINDING ACTB ACTN4 ADD1 AHR AIP AKAP8 ANKRD1 ANKRD2 ANKRD42 ANXA4 AR ARID1A ARID5A ARNT ARNT2 ASCL1 ASCL2 ASXL1 ATF2 ATF4 ATOH8 BAZ2A BBS1 BBS10 BBS2 BBS4 BBS5 BBS7 BCAS3 BCL10 BCL2 BCL3 BCL6 BCOR BEX1 BHLHE40 BHLHE41 BMAL1 BRD8 BRMS1 BUD31 C1D CALR CARM1 CBX5 CCDC62 CCNT1 CD34 CDK5RAP3 CDKN2A CEBPA CEBPG CENPF CGGBP1 CHCHD2 CHD4 CIITA CITED2 CNOT1 CNOT7 COMMD6 COMMD7 CPNE1 CREB1 CREBBP CREM CRKL CRTC1 CRTC2 CRTC3 CRX CRY1 CRY2 CSNK2B CTBP1 CTBP2 CTDP1 CTNNB1 CXXC5 DACT1 DAPK3 DAXX DAZAP2 DCAF1 DCAF13 DDIT3 DDRGK1 DDX20 DDX5 DDX54 DGKQ DHRS7B DHX33 DHX9 DLL1 DMAP1 DNAAF4 DNAJA1 DNMT3A DTX3L DUSP26 E2F1 E4F1 EBF4 EGR2 EIF4E ELK1 EOMES EP300 EPAS1 ESR1 ESRRB ETS1 ETS2 EXOSC9 FAF1 FAM220A FAM220BP FBP1 FHL2 FIGLA FIZ1 FKBP4 FLNA FLT3 FOS FOXC1 FOXH1 FOXL2 FOXO4 FOXP1 FOXP3 GABARAPL1 GAS2L1 GATA1 GATA2 GATA3 GATA4 GATA6 GBX2 GFI1B GMNN GSC GSK3B GTF2A1 GTF2A2 GTF2B GTF2H1 GTF2I H2BC9 HAND1 HAND2 HCFC1 HCLS1 HDAC1 HDAC11 HDAC2 HDAC3 HDAC4 HDAC5 HDAC7 HDAC8 HDAC9 HES1 HES6 HEY1 HEY2 HHEX HIF1A HIF1AN HIPK2 HIRA HMGA1 HMGA2 HMGB1 HMGB2 HMGN3 HNF4A HOXA7 HOXC13 HSF1 HSPB1 ID2 ID3 ID4 IFI27 IKZF4 ISL1 JMJD1C JUN JUP KAT2A KAT2B KAT5 KAT6A KAT8 KDM1A KDM3A KDM4C KDM5D KEAP1 KLF4 KLF5 LATS1 LCOR LDB1 LEF1 LHX3 LMO1 LMO2 LMO3 LMO4 LRIF1 LYAR MAD2L2 MAGEA2 MAGEA2B MAP3K10 MAP3K7 MAPK14 MAPK3 MAX MDFIC MED1 MED12 MED13 MED14 MED16 MED17 MED24 MED25 MED30 MED4 MEF2A MEF2C MEF2D METTL23 MIXL1 MKKS MLX MLXIPL MMS19 MTA1 MTA2 MTDH MYC MYOCD MYOD1 NAAA NBN NCAPG2 NCOA1 NCOA2 NCOA3 NCOA6 NCOA7 NCOR1 NCOR2 NEK6 NEUROD1 NFATC1 NFE2L2 NFE4 NFIA NFKBIA NFYB NHLH2 NIF3L1 NKX2-1 NKX2-5 NKX3-1 NLK NLRP3 NOC2L NOTCH2 NPM1 NR0B1 NR0B2 NR1H2 NR1H4 NR1I2 NR4A1 NR4A2 NR4A3 NRIP1 NSD1 NUCKS1 OASL PADI2 PAGR1 PARK7 PARP1 PARP10 PARP9 PASD1 PBX1 PBX2 PBXIP1 PCNA PDCD11 PER1 PHB2 PIAS1 PIAS2 PITX1 PITX2 PKN1 POU1F1 POU4F1 PPARA PPARD PPARG PPARGC1A PPARGC1B PPID PRAME PRDM13 PRDM16 PRDM5 PRKCB PRKDC PRMT2 PROX1 PRRX1 PSMA6 PSMC5 PSMD10 PSMD9 PTMA PTPN2 PTPRT PURA PURB RAD21 RAD23B RARB RARG RB1 RBBP8 RBFOX2 RBPJ RBX1 RELA RERG REST RNF14 RNF25 RNF6 RPS3 RUNX1T1 RUNX2 RXRA SCX SDR16C5 SETD1A SETD3 SETD6 SIK1 SIN3A SIRT1 SIRT2 SKI SLC30A9 SMAD2 SMAD3 SMAD4 SMARCA1 SMARCA4 SMARCB1 SMARCD3 SMARCE1 SNW1 SOST SOX10 SOX17 SOX8 SOX9 SP1 SP3 SPEN SPI1 SRARP SRC SRF SRI SRY STAT1 STAT3 STAT5A STAT5B STING1 STK4 STRN TACC1 TACC2 TADA3 TAF1 TAF10 TAF11 TAF12 TAF4 TAF4B TAF6 TAF7 TAF9 TAL1 TBP TBX2 TBX20 TBX3 TBX5 TBX6 TBXT TCERG1 TCF12 TCF15 TCF21 TCF23 TCF3 TCF7L2 TCP10L TDG TEAD3 TFDP1 TFDP3 TGFB1I1 THRAP3 TLE1 TLE4 TMF1 TOB2 TP53 TP53BP1 TP53BP2 TP73 TPT1 TRERF1 TRIB1 TRIB2 TRIM24 TRIM32 TRIM6 TRIM68 TRIP12 TRIP4 TRIP6 TTC8 TWIST1 TXLNG UBXN7 UHRF2 USF1 USF2 VDR VHL WBP2 WFS1 WIPI1 WWP2 XPC YAP1 YWHAH YWHAZ YY1 ZBTB17 ZBTB49 ZBTB7A ZBTB8A ZFPM1 ZFPM2 ZMYND8 ZNF366 ZNF516 ZNF653 ZNF703 ZNF764 ZNHIT3 GOMF_DNA_BINDING_TRANSCRIPTION_REPRESSOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DNA_BINDING_TRANSCRIPTION_REPRESSOR_ACTIVITY AEBP1 ARX ASCL1 ASCL2 ASCL3 ATF3 BACH1 BACH2 BATF3 BCL11A BCL6 BCL6B BHLHE40 BHLHE41 CC2D1A CC2D1B CDX2 CEBPB CREB3L1 CREM CTCF CUX2 DACH1 DEAF1 DLX4 DMBX1 E2F6 E2F7 E2F8 E4F1 ELK3 EN1 ENO1 ERF ESX1 ETS2 ETV3 ETV6 ETV7 FERD3L FEZF1 FEZF2 FOXD3 FOXK1 FOXK2 FOXO1 FOXO3 FOXP1 FOXP2 FOXP3 FOXP4 FOXQ1 FOXR1 FOXS1 GATA3 GFI1 GLIS3 GSC GTF2IRD1 GZF1 HAND1 HDGF HELT HES1 HES2 HES5 HES6 HESX1 HEY1 HEY2 HEYL HHEX HIC1 HIC2 HIF1A HINFP HIVEP1 HMX1 HOXA2 HOXB13 HOXB8 HOXD9 HSF1 IKZF5 INSM1 INSM2 IRF3 IRF8 IRX1 IRX2 IRX3 JDP2 JPH2 JUN KCNIP3 KLF12 KLF16 KLF8 LEF1 LRRFIP1 MAFK MAX MITF MLX MLXIPL MNT MNX1 MSC MSX1 MSX2 MXD1 MXD3 MXI1 MYC MYPOP MYT1L MZF1 NACC1 NACC2 NANOG NEUROG3 NFATC2 NFATC3 NFATC4 NFE2L3 NFIL3 NFKB1 NFX1 NKX3-2 NKX6-1 NKX6-2 NKX6-3 NR1D1 NR1D2 NR2C1 NR2E1 NR2F1 NR2F6 NR3C1 OTP OVOL1 OVOL2 PATZ1 PAX6 PCBP3 PEG3 PLAGL1 POU4F1 POU4F2 POU5F1 POU6F1 PPARA PPARD PPARG PRDM1 PRDM16 PRDM2 PRDM5 PROP1 PROX1 PRRX1 PURB RARA RELA REST RORC SALL1 SATB1 SCRT1 SCRT2 SKI SKIL SMAD3 SMAD5 SNAI1 SNAI2 SNAI3 SOX13 SOX30 SOX6 SP2 SP3 SP5 SPI1 SREBF2 TBX15 TBX18 TBX2 TBX21 TBX3 TCF21 TCF3 TCF7 TCFL5 TFAP2A TFAP2C TFEC TGIF1 TGIF2 TGIF2LX TGIF2LY THAP1 THAP11 TP53 TRPS1 TWIST1 VAX1 VAX2 VSX2 YY1 ZBED2 ZBED6 ZBTB1 ZBTB10 ZBTB12 ZBTB14 ZBTB16 ZBTB17 ZBTB18 ZBTB2 ZBTB20 ZBTB21 ZBTB25 ZBTB26 ZBTB32 ZBTB33 ZBTB34 ZBTB37 ZBTB39 ZBTB4 ZBTB45 ZBTB46 ZBTB49 ZBTB5 ZBTB6 ZBTB7A ZBTB7B ZBTB8A ZC3H8 ZEB1 ZEB2 ZFHX3 ZFP37 ZFP57 ZFP69 ZFP69B ZFP90 ZGPAT ZKSCAN3 ZNF10 ZNF124 ZNF131 ZNF133 ZNF134 ZNF140 ZNF148 ZNF169 ZNF175 ZNF177 ZNF180 ZNF19 ZNF20 ZNF202 ZNF205 ZNF217 ZNF219 ZNF224 ZNF239 ZNF248 ZNF25 ZNF263 ZNF266 ZNF281 ZNF3 ZNF337 ZNF343 ZNF350 ZNF398 ZNF404 ZNF418 ZNF436 ZNF439 ZNF440 ZNF487 ZNF491 ZNF512B ZNF529 ZNF536 ZNF550 ZNF554 ZNF555 ZNF556 ZNF557 ZNF558 ZNF559 ZNF559-ZNF177 ZNF560 ZNF566 ZNF572 ZNF582 ZNF587B ZNF589 ZNF596 ZNF599 ZNF614 ZNF619 ZNF620 ZNF641 ZNF668 ZNF669 ZNF674 ZNF684 ZNF69 ZNF692 ZNF705A ZNF705B ZNF705D ZNF705EP ZNF705G ZNF746 ZNF749 ZNF750 ZNF75A ZNF764 ZNF77 ZNF778 ZNF785 ZNF79 ZNF846 ZNF85 ZNF875 ZNF891 ZNF91 ZNF93 GOMF_DNA_CLAMP_LOADER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DNA_CLAMP_LOADER_ACTIVITY CHTF18 CHTF8 DSCC1 RAD17 RFC1 RFC2 RFC3 RFC4 RFC5 GOMF_DNA_DAMAGE_SENSOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DNA_DAMAGE_SENSOR_ACTIVITY DMC1 MLH1 MLH3 MSH2 MSH3 MSH4 MSH5 MSH6 PMS1 PMS2 PMS2P1 PMS2P3 PMS2P5 PMS2P6 RAD23B RAD51 RAD51B RAD51C RAD51D SIRT6 UHRF1 XPC XRCC2 XRCC3 GOMF_DNA_DEMETHYLASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DNA_DEMETHYLASE_ACTIVITY ALKBH1 ALKBH2 ALKBH3 ALKBH4 FTO GOMF_DNA_DIRECTED_DNA_POLYMERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DNA_DIRECTED_DNA_POLYMERASE_ACTIVITY CHRAC1 DNTT POLA1 POLB POLD1 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POLG POLG2 POLH POLI POLK POLL POLM POLN POLQ PRIMPOL REV1 REV3L TENT4B GOMF_DNA_DNA_ANNEALING_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DNA_DNA_ANNEALING_ACTIVITY BLM RAD54L RECQL RECQL4 SMARCA1 SMARCAL1 TP53 ZRANB3 GOMF_DNA_ENDONUCLEASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DNA_ENDONUCLEASE_ACTIVITY ANKLE1 APEX1 APLF DCLRE1C DFFB DICER1 DNA2 DNASE1 DNASE1L1 DNASE1L2 DNASE1L3 DNASE2 DNASE2B EME1 EME2 ENDOG ENDOV ERCC1 ERCC4 ERCC5 EXO1 EXOG FAN1 FEN1 GEN1 MBD4 MRE11 MUS81 N4BP2 RAD50 RAD51C RAG1 RBBP8 RPS3 SETMAR SLX1A SLX1B TEFM XRCC1 XRCC3 ZRANB3 GOMF_DNA_ENDONUCLEASE_ACTIVITY_PRODUCING_3_PHOSPHOMONOESTERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DNA_ENDONUCLEASE_ACTIVITY_PRODUCING_3_PHOSPHOMONOESTERS DNASE2 DNASE2B EME1 EME2 GEN1 MUS81 RAD51C SLX1A SLX1B TEFM XRCC3 GOMF_DNA_EXONUCLEASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DNA_EXONUCLEASE_ACTIVITY AEN APEX1 APEX2 APTX DCLRE1A DCLRE1B DCLRE1C EXD2 EXO1 EXO5 FEN1 ISG20 MEIOB MGME1 MRE11 PLD3 PLD4 POLD1 POLE RAD1 RAD9A REXO2 TATDN1 TREX1 TREX2 GOMF_DNA_HELICASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DNA_HELICASE_ACTIVITY ASCC3 BLM BRIP1 CHD1L CHD8 CHTF18 CHTF8 DDX11 DDX11L8 DDX12P DDX3X DHX30 DHX36 DHX9 DNA2 DSCC1 ERCC2 ERCC3 ERCC6 FANCM FBH1 G3BP1 HELB HELQ HFM1 IGHMBP2 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 MCM9 MRE11 NAV2 PIF1 POLQ RAD50 RAD51 RAD54B RECQL RECQL4 RECQL5 RFC2 RFC3 RFC4 RFC5 RTEL1 RUVBL1 RUVBL2 SETX SUPV3L1 TWNK UPF1 WRN WRNIP1 XRCC5 XRCC6 ZRANB3 GOMF_DNA_INSERTION_OR_DELETION_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DNA_INSERTION_OR_DELETION_BINDING MSH2 MSH3 MSH6 PCNA PMS2 XPC GOMF_DNA_METHYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DNA_METHYLTRANSFERASE_ACTIVITY DNMT1 DNMT3A DNMT3B DNMT3L METTL4 MGMT N6AMT1 GOMF_DNA_NUCLEASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DNA_NUCLEASE_ACTIVITY AEN ANKLE1 APEX1 APEX2 APLF APTX DCLRE1A DCLRE1B DCLRE1C DFFB DICER1 DNA2 DNASE1 DNASE1L1 DNASE1L2 DNASE1L3 DNASE2 DNASE2B EME1 EME2 ENDOG ENDOV ERCC1 ERCC4 ERCC5 EXD2 EXO1 EXO5 EXOG FAN1 FEN1 GEN1 ISG20 MAP1S MBD4 MEIOB MGME1 MRE11 MUS81 N4BP2 NME1 PLD3 PLD4 POLD1 POLE RAD1 RAD50 RAD51C RAD9A RAG1 RBBP8 REXO2 RPS3 SETMAR SLX1A SLX1B TATDN1 TEFM TREX1 TREX2 XRCC1 XRCC3 ZRANB3 GOMF_DNA_N_GLYCOSYLASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DNA_N_GLYCOSYLASE_ACTIVITY APEX1 MBD4 MPG MUTYH NEIL1 NEIL2 NEIL3 NTHL1 OGG1 PCNA RPS3 SMUG1 TDG UNG GOMF_DNA_POLYMERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DNA_POLYMERASE_ACTIVITY CHRAC1 DKC1 DNTT POLA1 POLB POLD1 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POLG POLG2 POLH POLI POLK POLL POLM POLN POLQ PRIMPOL PTGES3 REV1 REV3L TENT4B TEP1 TERC TERF1 TERF2 TERT GOMF_DNA_POLYMERASE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DNA_POLYMERASE_BINDING ACD CDK2AP1 CDT1 FANCD2 FANCI HMGB1 HSP90AA1 HSP90AB1 LONP1 NABP2 NAT10 NHEJ1 PAXX PCNA POLG2 PTGES3 RAD51 RMRP RTEL1 SMARCA4 SMG6 TERC GOMF_DNA_REPLICATION_ORIGIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DNA_REPLICATION_ORIGIN_BINDING CDC45 CDC6 DDX11 DHX9 GRWD1 HSPD1 KAT7 MCM10 MCM2 MCM5 ORC1 ORC2 ORC3 ORC4 ORC5 POLA1 GOMF_DNA_SECONDARY_STRUCTURE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DNA_SECONDARY_STRUCTURE_BINDING ABL1 BLM CLSPN ERCC5 FANCM GEN1 H1-0 HAND2 HMGA1 HMGA2 HMGB1 HMGB2 HMGB3 HNRNPD KMT2A LIN54 MAPT MECP2 MEF2C MEN1 MSH2 MSH6 NEIL3 NR0B1 PAX6 POT1 RAD18 RAD51AP1 RAD51B RAD51C RAD51D RECQL4 SMC5 SMC6 WRN XPC XRCC2 XRCC3 YY1 GOMF_DNA_TOPOISOMERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DNA_TOPOISOMERASE_ACTIVITY SPO11 TOP1 TOP1MT TOP2A TOP2B TOP3A TOP3B GOMF_DNA_TRANSLOCASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DNA_TRANSLOCASE_ACTIVITY ATRX ERCC6L FBH1 RAD54B RAD54L GOMF_DOLICHYL_DIPHOSPHOOLIGOSACCHARIDE_PROTEIN_GLYCOTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DOLICHYL_DIPHOSPHOOLIGOSACCHARIDE_PROTEIN_GLYCOTRANSFERASE_ACTIVITY OSTC RPN1 RPN2 STT3A STT3B GOMF_DOLICHYL_PHOSPHATE_MANNOSE_PROTEIN_MANNOSYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DOLICHYL_PHOSPHATE_MANNOSE_PROTEIN_MANNOSYLTRANSFERASE_ACTIVITY DPM1 POMT1 POMT2 TMEM260 TMTC1 TMTC2 TMTC3 TMTC4 GOMF_DOPAMINE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DOPAMINE_BINDING DRD1 DRD2 DRD4 DRD5 GPR143 SLC6A3 TH GOMF_DOPAMINE_NEUROTRANSMITTER_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DOPAMINE_NEUROTRANSMITTER_RECEPTOR_ACTIVITY DRD1 DRD2 DRD3 DRD4 DRD5 GOMF_DOPAMINE_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DOPAMINE_RECEPTOR_BINDING ARRB2 CLIC6 DLG4 DNAJC14 GNA12 GNA13 GNAI1 GNAS NHERF1 PALM PPP1R9B PTGER1 SNX5 VPS35 GOMF_DOUBLE_STRANDED_DNA_3_5_DNA_EXONUCLEASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DOUBLE_STRANDED_DNA_3_5_DNA_EXONUCLEASE_ACTIVITY APEX1 APEX2 RAD1 RAD9A TREX1 TREX2 GOMF_DOUBLE_STRANDED_DNA_EXODEOXYRIBONUCLEASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DOUBLE_STRANDED_DNA_EXODEOXYRIBONUCLEASE_ACTIVITY APEX1 APEX2 EXO1 FEN1 RAD1 RAD9A TREX1 TREX2 GOMF_DOUBLE_STRANDED_METHYLATED_DNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DOUBLE_STRANDED_METHYLATED_DNA_BINDING EGR1 MACROH2A1 MBD1 MECP2 WT1 ZNF445 GOMF_DOUBLE_STRANDED_RNA_ADENOSINE_DEAMINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DOUBLE_STRANDED_RNA_ADENOSINE_DEAMINASE_ACTIVITY ADAD1 ADAD2 ADAR ADARB1 ADARB2 ZBP1 GOMF_DOUBLE_STRANDED_RNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DOUBLE_STRANDED_RNA_BINDING A1CF ACTN1 ADAD1 ADAD2 ADAR ADARB1 ADARB2 AGO1 AGO2 AGO3 AGO4 APTX CLTC DDX1 DDX21 DDX60 DDX60L DGCR8 DHX15 DHX30 DHX33 DHX36 DHX58 DHX9 DICER1 DUS2 EIF2AK2 EIF4A1 ELAVL1 HNRNPU HSP90AB1 HSPD1 IFIH1 ILF2 ILF3 LRRFIP1 LSM14A MBNL1 MRPL44 MSN MTDH MYH4 NLRP1 NLRP6 OAS1 OAS2 OAS3 OASL PRKRA PRKRIP1 RC3H1 RC3H2 RFTN1 RIGI SIDT1 SIDT2 SLC3A2 STAU1 STAU2 STRBP SUPV3L1 TARBP2 TFRC TLR3 TLR7 TLR8 TUBA1B TUBB4B VIM YRDC ZBP1 ZFR ZFR2 ZNF346 GOMF_DOUBLE_STRANDED_TELOMERIC_DNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DOUBLE_STRANDED_TELOMERIC_DNA_BINDING APEX1 HMBOX1 PURA RAD50 TERF1 TERF2 XRCC5 XRCC6 ZBTB48 GOMF_DYNACTIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DYNACTIN_BINDING BBS4 BICD1 BICD2 BICDL1 GSK3B HOOK3 HTT MAPT PAFAH1B1 SNX5 SNX6 SPTBN5 GOMF_DYNEIN_COMPLEX_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DYNEIN_COMPLEX_BINDING APC ATMIN BICD1 BICD2 CENPF CFAP100 CFAP73 DCTN6 DNAAF1 DNAAF8 FBXW11 FMR1 GPSM2 HDAC6 KASH5 KATNB1 LRRC43 NEFH NUMA1 PAFAH1B1 PPP1R42 RAB29 SMC3 SNCA TPR GOMF_DYNEIN_HEAVY_CHAIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DYNEIN_HEAVY_CHAIN_BINDING DNAI1 DNAI2 DNAI3 DNAI4 DNAL1 DNALI1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNC2I1 DYNC2I2 DYNC2LI1 LRRC61 NISCH TRIM58 GOMF_DYNEIN_INTERMEDIATE_CHAIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DYNEIN_INTERMEDIATE_CHAIN_BINDING BAG3 BICD1 DNAAF5 DNAAF6 DNAH1 DNAH10 DNAH11 DNAH12 DNAH14 DNAH17 DNAH2 DNAH3 DNAH5 DNAH6 DNAH7 DNAH8 DNAH9 DNHD1 DYNC1H1 DYNC2H1 DYNLL1 DYNLL2 DYNLRB1 DYNLRB2 DYNLT1 DYNLT2 DYNLT2B DYNLT3 DYNLT4 DYNLT5 FRRS1L HOOK3 HTT PAFAH1B1 RAN SPTBN5 TRIM58 GOMF_DYNEIN_LIGHT_CHAIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DYNEIN_LIGHT_CHAIN_BINDING DNAI1 DNAI2 DNAI3 DNAI4 DYNC1I1 DYNC1I2 DYNC2I1 DYNC2I2 HOOK3 GOMF_DYNEIN_LIGHT_INTERMEDIATE_CHAIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DYNEIN_LIGHT_INTERMEDIATE_CHAIN_BINDING BICD2 CCDC88A CCDC88B CCDC88C DNAH1 DNAH10 DNAH11 DNAH12 DNAH14 DNAH17 DNAH2 DNAH3 DNAH5 DNAH6 DNAH7 DNAH8 DNAH9 DNHD1 DYNC1H1 DYNC2H1 HOOK1 HOOK2 HOOK3 RAB11A RAB11FIP3 RILP RILPL1 RILPL2 GOMF_DYSTROGLYCAN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_DYSTROGLYCAN_BINDING AGR2 AGR3 AGRN CLASP1 CLASP2 DAG1 DMD FKRP MAP2 PLEC VCL GOMF_D_GLUCOSE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_D_GLUCOSE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY SLC2A1 SLC2A10 SLC2A12 SLC2A14 SLC2A2 SLC2A3 SLC2A4 SLC2A6 SLC2A7 SLC2A8 SLC5A1 SLC5A2 GOMF_D_LOOP_DNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_D_LOOP_DNA_BINDING BLM POT1 RAD51AP1 RECQL4 WRN GOMF_EFFLUX_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_EFFLUX_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ABCB1 ABCB5 ABCB6 ABCC1 ABCC4 ABCC5 ABCG2 GJA1 SLC17A3 SLC22A2 SLC26A6 SLC27A1 SLC29A4 SLC39A9 XPR1 GOMF_ELECTRON_TRANSFER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ELECTRON_TRANSFER_ACTIVITY ADH5 AIFM2 AKR1B1 AKR1C4 AKR7A2 AKR7A3 ALDH2 ALDH4A1 AOC2 ASPH CIAPIN1 COX11 COX15 COX4I1 COX4I2 COX5A COX5B COX6B1 COX7A1 COX7A2L COX7B COX8A CYB5A CYBA CYBB CYC1 CYCS CYP19A1 CYP1A2 DEGS1 DHRS3 DMGDH ETFA ETFB ETFDH FDX1 FDX2 GFUS GLDC GLRX2 GPX2 GSR HAAO HSD17B6 IDH3B IDO1 MAOB ME1 ME2 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MTCO2P12 NCF1 NCF2 NDOR1 NDUFA1 NDUFA10 NDUFA12 NDUFA2 NDUFA3 NDUFA4 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFB1 NDUFB10 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 NOX4 NQO2 P4HA2 PHGDH QDPR RDH16 SDHA SDHB SDHC SDHD SRD5A1 STEAP4 SURF1 UQCR10 UQCR11 UQCRC1 UQCRFS1 UQCRFS1P1 UQCRH GOMF_ENDODEOXYRIBONUCLEASE_ACTIVITY_PRODUCING_5_PHOSPHOMONOESTERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ENDODEOXYRIBONUCLEASE_ACTIVITY_PRODUCING_5_PHOSPHOMONOESTERS APEX1 DICER1 DNA2 DNASE1 DNASE1L1 DNASE1L2 DNASE1L3 ENDOV EXO1 FAN1 FEN1 GEN1 SLX1A SLX1B GOMF_ENDONUCLEASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ENDONUCLEASE_ACTIVITY AGO1 AGO2 AGO3 AGO4 ANG ANKLE1 ANKZF1 APEX1 APEX2 APLF CPSF3 DBR1 DCLRE1C DFFB DICER1 DIS3 DNA2 DNASE1 DNASE1L1 DNASE1L2 DNASE1L3 DNASE2 DNASE2B DROSHA ELAC1 ELAC2 EME1 EME2 ENDOD1 ENDOG ENDOU ENDOV ERCC1 ERCC4 ERCC5 ERN1 ERN2 EXO1 EXOG FAN1 FEN1 G3BP1 GEN1 INTS11 KHNYN LACTB2 LAS1L MBD4 MBLAC1 MRE11 MRPL44 MUS81 N4BP2 NOB1 NTHL1 NUDT12 NUDT16 NUDT16L1 NYNRIN OGG1 PGBD5 PIWIL1 PIWIL2 PIWIL3 PIWIL4 PLD6 PMS2 PNKP POP1 POP4 POP5 POP7 PPP1R8 PRORP PXDNL RAD50 RAD51C RAG1 RBBP8 RCL1 REXO4 RIDA RMRP RNASE1 RNASE11 RNASE2 RNASE3 RNASE4 RNASE6 RNASE7 RNASE8 RNASEH1 RNASEH2A RNASEK RNASEL RNASET2 RPP14 RPP21 RPP25 RPP30 RPP38 RPP40 RPPH1 RPS3 SETMAR SLFN13 SLFN14 SLX1A SLX1B SMG6 SND1 TEFM TSEN2 TSEN34 TSN TSNAX XRCC1 XRCC3 YBEY ZC3H12A ZC3H12B ZC3H12C ZC3H12D ZRANB3 GOMF_ENDONUCLEASE_ACTIVITY_ACTIVE_WITH_EITHER_RIBO_OR_DEOXYRIBONUCLEIC_ACIDS_AND_PRODUCING_3_PHOSPHOMONOESTERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ENDONUCLEASE_ACTIVITY_ACTIVE_WITH_EITHER_RIBO_OR_DEOXYRIBONUCLEIC_ACIDS_AND_PRODUCING_3_PHOSPHOMONOESTERS DNASE2 DNASE2B EME1 EME2 GEN1 MUS81 RAD51C RIDA RNASE1 RNASE2 RNASE4 RNASE8 SLX1A SLX1B SND1 TEFM TSEN2 TSEN34 XRCC3 GOMF_ENDONUCLEASE_ACTIVITY_ACTIVE_WITH_EITHER_RIBO_OR_DEOXYRIBONUCLEIC_ACIDS_AND_PRODUCING_5_PHOSPHOMONOESTERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ENDONUCLEASE_ACTIVITY_ACTIVE_WITH_EITHER_RIBO_OR_DEOXYRIBONUCLEIC_ACIDS_AND_PRODUCING_5_PHOSPHOMONOESTERS AGO2 AGO3 APEX1 DBR1 DICER1 DNA2 DNASE1 DNASE1L1 DNASE1L2 DNASE1L3 DROSHA ELAC1 ELAC2 ENDOV EXO1 FAN1 FEN1 GEN1 MRPL44 NUDT12 NUDT16 NUDT16L1 NYNRIN PLD6 POP1 POP4 POP5 POP7 PRORP RNASEH1 RNASEH2A RPP14 RPP21 RPP25 RPP30 RPP38 RPP40 RPPH1 SLX1A SLX1B GOMF_ENDOPEPTIDASE_ACTIVATOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ENDOPEPTIDASE_ACTIVATOR_ACTIVITY ADRM1 AIM2 APH1A APH1B CARD8 NLRC4 NLRP1 NLRP3 PSENEN PSMD14 PSME1 PSME2 PSME3 SFRP2 VSIR GOMF_ENDOPEPTIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ENDOPEPTIDASE_ACTIVITY ACE ACE2 ACR ADAM10 ADAM11 ADAM12 ADAM15 ADAM17 ADAM18 ADAM19 ADAM2 ADAM20 ADAM21 ADAM22 ADAM23 ADAM28 ADAM29 ADAM30 ADAM32 ADAM33 ADAM7 ADAM8 ADAM9 ADAMDEC1 ADAMTS1 ADAMTS10 ADAMTS12 ADAMTS13 ADAMTS14 ADAMTS15 ADAMTS16 ADAMTS17 ADAMTS18 ADAMTS19 ADAMTS2 ADAMTS20 ADAMTS3 ADAMTS4 ADAMTS5 ADAMTS6 ADAMTS7 ADAMTS8 ADAMTS9 ADAMTSL2 ADGB ADGRG6 AFG3L2 APEH ASPRV1 ASTL ATG4B ATG4C ATP23 AZU1 BACE1 BACE2 BLMH BMP1 C1R C1RL C1S C2 CAPN1 CAPN10 CAPN11 CAPN12 CAPN13 CAPN14 CAPN15 CAPN2 CAPN3 CAPN5 CAPN6 CAPN7 CAPN8 CAPN9 CAPNS1 CAPNS2 CARD16 CARD17P CARD18 CASP1 CASP10 CASP12 CASP14 CASP2 CASP3 CASP4 CASP5 CASP6 CASP7 CASP8 CASP9 CD5L CELA1 CELA2A CELA2B CELA3A CELA3B CFB CFD CFI CFLAR CIROP CLC CLCA1 CLCA2 CLCA3P CLCA4 CLPP CMA1 CORIN CPNE1 CPS1 CTRB1 CTRB2 CTRC CTRL CTSB CTSC CTSD CTSE CTSF CTSG CTSH CTSK CTSL CTSO CTSS CTSV CTSW CTSZ DDI1 DDI2 DPP4 ECE1 ECE2 ECEL1 EEF1AKMT4-ECE2 ELANE ERAP1 ERAP2 ESPL1 F10 F11 F12 F2 F3 F7 F9 FAP FURIN GPAA1 GZMA GZMB GZMH GZMK GZMM HABP2 HGF HGFAC HM13 HP HPN HPR HTRA1 HTRA2 HTRA3 HTRA4 IDE IMMP1L IMMP2L JMJD7 KDM8 KEL KLK1 KLK10 KLK11 KLK12 KLK13 KLK14 KLK15 KLK2 KLK3 KLK4 KLK5 KLK6 KLK7 KLK8 KLK9 KLKB1 LGMN LMLN LONP1 LONP2 LPA LTF MALT1 MASP1 MASP2 MBTPS1 MBTPS2 MEP1A MEP1B MIPEP MME MMEL1 MMP1 MMP10 MMP11 MMP12 MMP13 MMP14 MMP15 MMP16 MMP17 MMP19 MMP2 MMP20 MMP21 MMP23B MMP24 MMP25 MMP26 MMP27 MMP28 MMP3 MMP7 MMP8 MMP9 MST1 MST1L NAPSA NCSTN NLN NRDC NRIP2 NRIP3 OMA1 OVCH1 OVCH2 PAPPA PAPPA2 PARL PCSK1 PCSK2 PCSK4 PCSK5 PCSK6 PCSK7 PCSK9 PDIA3 PGA3 PGA4 PGA5 PGC PHEX PIDD1 PIGK PIK3IP1 PIP PITRM1 PLAT PLAU PLG PMPCA PMPCB PREP PREPL PROC PROZ PRSS1 PRSS12 PRSS2 PRSS21 PRSS22 PRSS23 PRSS27 PRSS29P PRSS3 PRSS33 PRSS36 PRSS37 PRSS38 PRSS3P2 PRSS41 PRSS42P PRSS45P PRSS46P PRSS47P PRSS48 PRSS50 PRSS51 PRSS53 PRSS54 PRSS55 PRSS56 PRSS57 PRSS58 PRSS8 PRTN3 PSEN1 PSEN2 PSMA6 PSMB10 PSMB11 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 RCE1 REN RHBDD1 RHBDD2 RHBDD3 RHBDF1 RHBDF2 RHBDL1 RHBDL2 RHBDL3 SEC11A SEC11B SEC11C SENP1 SENP2 SENP5 SENP6 SENP7 SFRP1 SHH SPG7 SPPL2A SPPL2B SPPL2C SPPL3 SPRTN ST14 TASP1 THOP1 TINAG TLL1 TLL2 TMEM59 TMPRSS11A TMPRSS11B TMPRSS11D TMPRSS11E TMPRSS11F TMPRSS12 TMPRSS13 TMPRSS15 TMPRSS2 TMPRSS3 TMPRSS4 TMPRSS5 TMPRSS6 TMPRSS7 TMPRSS9 TPP1 TPP2 TPSAB1 TPSB2 TPSD1 TPSG1 TRABD2A TRABD2B TYSND1 UCHL1 UQCRC2 USP1 USP10 USP11 USP12 USP13 USP14 USP15 USP16 USP2 USP20 USP27X USP29 USP30 USP33 USP34 USP37 USP48 USP49 USP5 USP6 USP7 USP8 USP9X YBEY YME1L1 ZMPSTE24 GOMF_ENDOPEPTIDASE_REGULATOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ENDOPEPTIDASE_REGULATOR_ACTIVITY A2M A2ML1 ABCA2 ADRM1 AGT AHSG AIM2 AMBP ANOS1 ANXA2 APH1A APH1B APLP2 APP BIN1 BIRC5 BIRC6 BIRC7 BST2 C3 C3P1 C4A C4B C5 CARD16 CARD17P CARD18 CARD8 CAST CD109 COL28A1 COL4A3 COL6A3 COL7A1 CPAMD8 CRB2 CRIM1 CSN2 CST1 CST11 CST2 CST3 CST4 CST5 CST6 CST7 CST8 CST9 CST9L CST9LP1 CSTA CSTB CSTL1 EPPIN FETUB FURIN GAPDH GBP2 GBP5 HMSD HRG ITIH1 ITIH2 ITIH3 ITIH4 ITIH5 ITIH6 KNG1 LCN1 LPA LTF LXN MANSC4 NAIP NGF NLRC4 NLRP1 NLRP3 NLRP7 OPRPN PAPLN PCSK1N PEBP1 PI3 PRNP PROS1 PSENEN PSMD14 PSME1 PSME2 PSME3 PSMF1 PTTG1 PZP RARRES1 RECK RENBP ROCK1 SERPINA1 SERPINA10 SERPINA11 SERPINA12 SERPINA2 SERPINA3 SERPINA4 SERPINA5 SERPINA6 SERPINA7 SERPINA9 SERPINB1 SERPINB10 SERPINB11 SERPINB12 SERPINB13 SERPINB2 SERPINB3 SERPINB4 SERPINB5 SERPINB6 SERPINB7 SERPINB8 SERPINB9 SERPINC1 SERPIND1 SERPINE1 SERPINE2 SERPINE3 SERPINF1 SERPINF2 SERPING1 SERPINH1 SERPINI1 SERPINI2 SFRP2 SLCO1B3 SLCO1B3-SLCO1B7 SLCO1B7 SLPI SMR3A SMR3B SPINK1 SPINK13 SPINK14 SPINK2 SPINK4 SPINK5 SPINK6 SPINK7 SPINK8 SPINK9 SPINT1 SPINT2 SPINT3 SPINT4 SPOCK1 SPOCK2 SPOCK3 SPP2 TFPI TFPI2 THBS1 TIMP1 TIMP2 TIMP3 TIMP4 UBE2Z UCHL5 USP14 VSIR WFDC1 WFDC10A WFDC10B WFDC11 WFDC12 WFDC13 WFDC2 WFDC3 WFDC5 WFDC8 WFDC9 WFIKKN1 WFIKKN2 XIAP GOMF_ENDOPOLYPHOSPHATASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ENDOPOLYPHOSPHATASE_ACTIVITY NUDT10 NUDT11 NUDT3 NUDT4 NUDT4B GOMF_ENONE_REDUCTASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ENONE_REDUCTASE_ACTIVITY AKR1C3 AKR1D1 SRD5A1 SRD5A2 SRD5A3 GOMF_ENOYL_COA_HYDRATASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ENOYL_COA_HYDRATASE_ACTIVITY AUH ECHDC3 ECHS1 EHHADH HACD1 HACD2 HACD3 HACD4 HADHA HADHB HSD17B4 HTD2 GOMF_ENZYME_ACTIVATOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ENZYME_ACTIVATOR_ACTIVITY ABHD5 ABI1 ABR ACAP1 ACAP2 ACAP3 ACSL1 ACVR2B ADAP1 ADAP2 ADGRB3 ADIPOQ ADRM1 AFAP1L2 AGAP1 AGAP11 AGAP2 AGAP3 AGAP4 AGAP5 AGAP6 AGAP7P AGAP9 AGFG1 AGFG2 AIM2 ALDH1A1 ALK ALKAL1 ALKAL2 ALOX5AP ALS2 ALS2CL ANGPT4 ANKRD27 APAF1 APH1A APH1B APOA1 APOA2 APOA4 APOA5 APOC1 APOC2 APOE APOH ARAP1 ARAP2 ARAP3 AREG ARFGAP1 ARFGAP2 ARFGAP3 ARFGEF1 ARHGAP1 ARHGAP10 ARHGAP11A ARHGAP11B ARHGAP12 ARHGAP15 ARHGAP17 ARHGAP18 ARHGAP19 ARHGAP20 ARHGAP21 ARHGAP22 ARHGAP23 ARHGAP24 ARHGAP25 ARHGAP26 ARHGAP27 ARHGAP28 ARHGAP29 ARHGAP30 ARHGAP31 ARHGAP32 ARHGAP33 ARHGAP35 ARHGAP36 ARHGAP39 ARHGAP4 ARHGAP40 ARHGAP42 ARHGAP44 ARHGAP45 ARHGAP5 ARHGAP6 ARHGAP8 ARHGAP9 ARHGDIA ARHGDIB ARHGDIG ARHGEF1 ARHGEF10L ARHGEF11 ARHGEF12 ARHGEF15 ARHGEF19 ARHGEF6 ARL1 ARRB1 ASAP1 ASAP2 ASAP3 ATG13 ATP2A3 AZIN1 AZIN2 B3GAT3 BAD BCAS3 BCL10 BCL2L13 BCR BEX3 BMI1 BMP2 BNIP2 BRPF1 BTC BTK BTRC CAB39 CAB39L CALM1 CALM2 CALM3 CARD8 CASP1 CASP3 CASP8AP2 CASP9 CAV1 CBX8 CCL3 CCL5 CCL8 CCNB1 CCND1 CCND2 CCND3 CCNK CCNT1 CCNT2 CCNY CCNYL1 CCNYL2 CCNYL3 CD24 CD40LG CDC20 CDC20B CDC42EP2 CDK5R1 CDK5R2 CDKN1A CDKN1B CFLAR CHM CHML CHN1 CHN2 CKS1B CKS2 CLPS CLPSL1 CLPSL2 CLPX COX17 CTSA CTSC CTSH CTSK CTSL CTSS CTSV CWF19L1 CXCL1 CYB5B DAB2IP DAD1 DAOA DAXX DAZAP2 DBF4 DBF4B DBNL DCP1A DCP1B DDOST DDX3X DEPDC1 DEPDC1B DEPDC5 DGKQ DLC1 DNM1L DNMT3L DOCK1 DOCK2 DOCK3 DOCK4 DOCK5 DPM2 DPM3 DUSP19 EBAG9 ECT2 EED EFNA5 EGF EGFR EIF5 ELMOD1 ELMOD2 ELMOD3 ENSG00000290147 ENTREP1 EPGN EPO ERBB3 ERCC5 ERCC6 EREG ERRFI1 ETAA1 EVI5 EVI5L FAM13A FAM13B FAM20A FAM47E FBLN1 FBXW7 FLCN FN1 FNIP1 FRS2 FYN FZR1 GAPVD1 GARNL3 GAS6 GCN1 GDI1 GDI2 GHRL GIT1 GIT2 GM2A GMFB GMFG GMIP GNAQ GNAS GNB5 GPIHBP1 GPR158 GPRC5A GPRC5B GPRC5C GPRC5D GREM1 GRM5 GRTP1 GTF2F1 GTF3C4 GUCA1A GUCA1B GUCA1C GUCA2A GUCA2B HACD3 HBEGF HSPB2 HTR2A HTR2B IGF2 IGFBP3 IL2 IL6ST IQGAP1 IQGAP2 IQGAP3 IRGM JUN KRTCAP2 LAMTOR3 LARS1 LCK LLGL1 LLGL2 LRCOL1 LRRK2 LTC4S LTF LTK MADD MAL MALT1 MAP2K1 MAP2K2 MAP3K12 MAP3K13 MAP3K20 MARK2 MGST2 MLST8 MMP15 MMP16 MMP17 MMP24 MNAT1 MOB1A MOB1B MOB2 MOB3A MOB3B MOB3C MT3 MTCP1 MTSS2 MYO9A MYO9B NCF1 NCF1B NCF1C NCF2 NCF4 NCKAP1L NCS1 NEK9 NF1 NKX3-1 NLRC4 NLRP1 NLRP12 NLRP3 NOD1 NOXA1 NOXO1 NPRL2 NPRL3 NRG1 NRG3 NRP1 NSMAF NUPR1 OCRL OPHN1 PAK2 PARK7 PARP16 PARP6 PARP8 PCNA PCOLCE PCOLCE2 PDCD5 PDE8A PDGFB PDPK1 PEX12 PGAM5 PHACTR4 PIK3CA PIK3R1 PINK1 PITRM1 PLAA PLCB1 PLEKHG6 PLXNB1 POLG2 PPP1R12B PPP1R15A PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PPP4R3A PPP4R3B PPP4R3C PREB PREX1 PREX2 PRKAG2 PRKCD PRKCE PRKRA PRSS22 PSAP PSENEN PSMC3IP PSMD14 PSME1 PSME2 PSME3 PSME4 PTPA PYCARD RAB3GAP1 RAB3GAP2 RABEP1 RABEP2 RABGAP1 RABGAP1L RACGAP1 RACK1 RALBP1 RALGAPA1 RALGAPA2 RALGAPB RAMAC RANBP1 RANBP2 RANBP3 RANBP3L RANGAP1 RAP1GAP RAP1GAP2 RAPGEF2 RASA1 RASA2 RASA3 RASA4 RASA4B RASAL1 RASAL2 RASAL3 RASGRP3 RCVRN RFC1 RGCC RGPD1 RGPD2 RGPD3 RGPD4 RGPD5 RGPD6 RGPD8 RGS1 RGS10 RGS11 RGS12 RGS14 RGS16 RGS17 RGS18 RGS2 RGS20 RGS3 RGS4 RGS5 RGS6 RGS7 RGS8 RGS9 RHEB RICTOR RIN1 RIN2 RIN3 RING1 RINL RP2 RPLP1 RPS27L RPTOR SAE1 SDHAF4 SEC23A SEC23B SFRP2 SGSM1 SGSM2 SGSM3 SH3BP1 SH3PXD2A SH3PXD2B SIPA1 SIPA1L1 SIPA1L2 SIPA1L3 SLC27A1 SLX4 SMAP1 SMAP2 SMCR8 SOS1 SPDYA SPRY2 SRC SRGAP1 SRGAP2 SRGAP3 ST20 STAP1 STARD13 STARD8 STK11 STK3 STK4 STRADA STRADB STRIT1 STX4 STXBP5 STXBP5L SUZ12 SVBP SYDE1 SYDE2 SYNGAP1 TAB1 TAGAP TANK TAOK1 TAOK2 TBC1D1 TBC1D10A TBC1D10B TBC1D10C TBC1D12 TBC1D13 TBC1D14 TBC1D15 TBC1D16 TBC1D17 TBC1D19 TBC1D2 TBC1D20 TBC1D21 TBC1D22A TBC1D22B TBC1D24 TBC1D25 TBC1D26 TBC1D2B TBC1D3 TBC1D30 TBC1D3B TBC1D3C TBC1D3D TBC1D3E TBC1D3F TBC1D3G TBC1D3H TBC1D3I TBC1D3K TBC1D3L TBC1D4 TBC1D5 TBC1D7 TBC1D8 TBC1D8B TBC1D9 TBC1D9B TBCD TBCK TCL1A TCL1B TEFM TGFA TGFB1 TGFBR2 THY1 TIAM2 TIFAB TOM1L1 TREM2 TRIM23 TSC2 UBE2L3 UBE2N USP6NL VAV3 VCP VEGFA VPS9D1 VSIR WDR4 WDR48 WNK1 WNT11 WRNIP1 XRCC5 GOMF_ENZYME_INHIBITOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ENZYME_INHIBITOR_ACTIVITY A2M A2ML1 ABCE1 ADGRV1 AGT AHSG AKT1 AKT1S1 AMBP ANGPTL3 ANGPTL4 ANOS1 ANP32E ANXA1 ANXA2 ANXA2P2 ANXA3 ANXA4 ANXA5 ANXA9 APBA3 APLP2 APOA2 APOC1 APOC2 APOC3 APP ARPP19 ARRB1 ATP2B4 ATP5IF1 BIN1 BIRC5 BIRC6 BIRC7 BOD1 BST2 C3 C3P1 C4A C4B C5 CABIN1 CABP1 CAMK2N1 CAMK2N2 CARD16 CARD17P CARD18 CASP3 CAST CCAR2 CD109 CDC42SE1 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CDKN2D CEP43 CHP1 CIB1 CIT COL28A1 COL4A3 COL6A3 COL7A1 CPAMD8 CPEB2 CRB2 CRIM1 CSN2 CST1 CST11 CST2 CST3 CST4 CST5 CST6 CST7 CST8 CST9 CST9L CST9LP1 CSTA CSTB CSTL1 DDX21 DEPTOR DFFA DNAJC3 DTX3L DUS2 DUSP19 ELFN1 ELFN2 ENSA EPPIN ERCC4 EZHIP FAF2 FBXO5 FETUB FLCN FRY FURIN GAPDH GBP2 GBP5 GCKR GLMN GMFB GMFG GNAZ GPC3 GPS1 GPS2 GRM7 GSKIP HEXIM1 HEXIM2 HMSD HRG HSPB1 HSPBP1 HYAL2 IBTK INCA1 INKA1 INKA2 IPO5 IQGAP1 IQGAP2 ITIH1 ITIH2 ITIH3 ITIH4 ITIH5 ITIH6 ITPRIP KAT2B KDM5A KNG1 LCN1 LGALS3 LILRB4 LMTK2 LPA LRP6 LRRK2 LTF LXN MACROH2A1 MANSC4 MAPK8IP1 MBIP MGAT5 MRLN MYOZ1 NAIP NCK1 NGF NHERF4 NLRP7 NOTCH1 NPM1 OAZ1 OAZ2 OAZ3 OPRPN OTUB1 PABIR1 PABIR2 PABIR3 PAPLN PARP9 PARVA PCSK1N PDC PDE6D PDE6G PDE6H PEBP1 PHACTR1 PHACTR2 PHACTR3 PI15 PI16 PI3 PIF1 PINLYP PINX1 PKIA PKIB PKIG PLN POT1 PPME1 PPP1R10 PPP1R11 PPP1R12A PPP1R12B PPP1R12C PPP1R14A PPP1R14B PPP1R14C PPP1R14D PPP1R16A PPP1R16B PPP1R17 PPP1R1A PPP1R1B PPP1R1C PPP1R2 PPP1R26 PPP1R27 PPP1R2B PPP1R2C PPP1R2P1 PPP1R35 PPP1R36 PPP1R37 PPP1R8 PPP1R9B PRKAG2 PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKRIP1 PRNP PROS1 PRPSAP1 PRPSAP2 PSMF1 PTN PTTG1 PZP QARS1 R3HDML RACK1 RARRES1 RECK RENBP RGS2 RHOH RNH1 ROCK1 RPL11 RPL23 RPL37 RPL5 RPS15 RPS20 RPS7 RPTOR RTKN SAG SCG5 SCGB1A1 SERPINA1 SERPINA10 SERPINA11 SERPINA12 SERPINA2 SERPINA3 SERPINA4 SERPINA5 SERPINA6 SERPINA7 SERPINA9 SERPINB1 SERPINB10 SERPINB11 SERPINB12 SERPINB13 SERPINB2 SERPINB3 SERPINB4 SERPINB5 SERPINB6 SERPINB7 SERPINB8 SERPINB9 SERPINC1 SERPIND1 SERPINE1 SERPINE2 SERPINE3 SERPINF1 SERPINF2 SERPING1 SERPINH1 SERPINI1 SERPINI2 SET SFN SH3BP5 SH3BP5L SH3RF2 SIMC1 SKI SLCO1B3 SLCO1B3-SLCO1B7 SLCO1B7 SLIT2 SLN SLPI SMCR8 SMO SMR3A SMR3B SNCA SNCB SOCS1 SOCS3 SPINK1 SPINK13 SPINK14 SPINK2 SPINK4 SPINK5 SPINK6 SPINK7 SPINK8 SPINK9 SPINT1 SPINT2 SPINT3 SPINT4 SPOCK1 SPOCK2 SPOCK3 SPP2 SPRED1 SPRED2 SPRY2 SPRY4 SSPOP STYX STYXL1 TAOK3 TEN1 TESC TFPI TFPI2 THBS1 TIMP1 TIMP2 TIMP3 TIMP4 TMBIM6 TNK2 TRIB1 TRIB2 TRIB3 TXNIP UBE2Z UCHL5 UCN UGT1A1 UGT1A7 UGT1A8 UMODL1 URI1 USP14 WARS1 WDTC1 WFDC1 WFDC10A WFDC10B WFDC11 WFDC12 WFDC13 WFDC2 WFDC3 WFDC5 WFDC8 WFDC9 WFIKKN1 WFIKKN2 XIAP YWHAB YWHAG GOMF_ENZYME_REGULATOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ENZYME_REGULATOR_ACTIVITY A2M A2ML1 ABCA2 ABCE1 ABHD5 ABI1 ABR ACAP1 ACAP2 ACAP3 ACSL1 ACVR2B ADAP1 ADAP2 ADGRB3 ADGRV1 ADIPOQ ADRM1 AFAP1L2 AGAP1 AGAP11 AGAP2 AGAP3 AGAP4 AGAP5 AGAP6 AGAP7P AGAP9 AGFG1 AGFG2 AGT AHCYL1 AHSG AIM2 AKAP13 AKT1 AKT1S1 ALDH1A1 ALK ALKAL1 ALKAL2 ALOX5AP ALS2 ALS2CL AMBP ANGPT4 ANGPTL3 ANGPTL4 ANKLE2 ANKRD27 ANKRD54 ANOS1 ANP32E ANXA1 ANXA2 ANXA2P2 ANXA3 ANXA4 ANXA5 ANXA9 APAF1 APBA3 APC APH1A APH1B APLP2 APOA1 APOA2 APOA4 APOA5 APOC1 APOC2 APOC3 APOE APOH APP ARAP1 ARAP2 ARAP3 AREG ARF4 ARFGAP1 ARFGAP2 ARFGAP3 ARFGEF1 ARFGEF2 ARFGEF3 ARHGAP1 ARHGAP10 ARHGAP11A ARHGAP11B ARHGAP12 ARHGAP15 ARHGAP17 ARHGAP18 ARHGAP19 ARHGAP20 ARHGAP21 ARHGAP22 ARHGAP23 ARHGAP24 ARHGAP25 ARHGAP26 ARHGAP27 ARHGAP28 ARHGAP29 ARHGAP30 ARHGAP31 ARHGAP32 ARHGAP33 ARHGAP35 ARHGAP36 ARHGAP39 ARHGAP4 ARHGAP40 ARHGAP42 ARHGAP44 ARHGAP45 ARHGAP5 ARHGAP6 ARHGAP8 ARHGAP9 ARHGDIA ARHGDIB ARHGDIG ARHGEF1 ARHGEF10 ARHGEF10L ARHGEF11 ARHGEF12 ARHGEF15 ARHGEF16 ARHGEF17 ARHGEF18 ARHGEF19 ARHGEF2 ARHGEF25 ARHGEF26 ARHGEF28 ARHGEF3 ARHGEF33 ARHGEF37 ARHGEF38 ARHGEF39 ARHGEF4 ARHGEF40 ARHGEF5 ARHGEF6 ARHGEF7 ARHGEF9 ARL1 ARL2BP ARPP19 ARRB1 ASAP1 ASAP2 ASAP3 ATG13 ATP2A3 ATP2B4 ATP5IF1 ATP6V1H AVP AZIN1 AZIN2 B3GAT3 BAD BCAR3 BCAS3 BCCIP BCL10 BCL2L13 BCR BEX3 BIN1 BIRC2 BIRC3 BIRC5 BIRC6 BIRC7 BIRC8 BMI1 BMP2 BMP2K BNIP2 BOD1 BRCC3 BRPF1 BST2 BTC BTK BTRC C3 C3P1 C4A C4B C5 C9orf72 CAB39 CAB39L CABIN1 CABP1 CALM1 CALM2 CALM3 CALML4 CALML5 CALML6 CAMK2N1 CAMK2N2 CAPN3 CARD16 CARD17P CARD18 CARD8 CASP1 CASP3 CASP8AP2 CASP9 CAST CAV1 CBX8 CCAR2 CCDC88A CCDC88C CCKBR CCL3 CCL5 CCL8 CCNA1 CCNA2 CCNB1 CCNB2 CCNB3 CCNC CCND1 CCND2 CCND3 CCNE1 CCNE2 CCNF CCNG1 CCNG2 CCNH CCNI CCNI2 CCNJ CCNJL CCNK CCNL1 CCNL2 CCNO CCNP CCNQ CCNT1 CCNT2 CCNY CCNYL1 CCNYL2 CCNYL3 CCZ1 CD109 CD24 CD27 CD40LG CDC20 CDC20B CDC37 CDC42EP2 CDC42SE1 CDK4 CDK5R1 CDK5R2 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CDKN2D CEP43 CFLAR CHM CHML CHN1 CHN2 CHP1 CIB1 CISH CIT CKS1B CKS2 CLPS CLPSL1 CLPSL2 CLPX CNPPD1 COL28A1 COL4A3 COL6A3 COL7A1 COX17 COX6A1 COX6A2 CPAMD8 CPEB2 CPN2 CRB2 CRIM1 CSN2 CSNK2B CST1 CST11 CST2 CST3 CST4 CST5 CST6 CST7 CST8 CST9 CST9L CST9LP1 CSTA CSTB CSTL1 CTSA CTSC CTSH CTSK CTSL CTSS CTSV CWF19L1 CXCL1 CXCL10 CYB5B CYTH1 CYTH2 CYTH3 CYTH4 DAB2IP DAD1 DAOA DAXX DAZAP2 DBF4 DBF4B DBNL DCP1A DCP1B DDOST DDX21 DDX3X DEF6 DENND10 DENND11 DENND1A DENND1B DENND1C DENND2A DENND2B DENND2C DENND2D DENND3 DENND4A DENND4B DENND4C DENND5A DENND5B DENND6A DENND6B DEPDC1 DEPDC1B DEPDC5 DEPTOR DFFA DGKQ DIS3 DLC1 DMPK DNAJA3 DNAJC3 DNM1L DNMBP DNMT3L DOCK1 DOCK10 DOCK11 DOCK2 DOCK3 DOCK4 DOCK5 DOCK6 DOCK7 DOCK8 DOCK9 DPEP1 DPM2 DPM3 DTX3L DUS2 DUSP19 EBAG9 ECT2 ECT2L EED EEF1B2 EEF1D EFNA5 EGF EGFR EIF2AK2 EIF2B1 EIF2B2 EIF2B3 EIF2B4 EIF2B5 EIF5 ELFN1 ELFN2 ELMO1 ELMOD1 ELMOD2 ELMOD3 ELP3 ELP4 ENSA ENSG00000290147 ENTREP1 EPGN EPO EPPIN EPS8L1 EPS8L2 EPS8L3 ERBB3 ERCC4 ERCC5 ERCC6 EREG ERRFI1 ESR1 ETAA1 EVI5 EVI5L EZHIP FAF1 FAF2 FAM13A FAM13B FAM20A FAM47E FARP1 FARP2 FBLN1 FBXO5 FBXO8 FBXW7 FETUB FGD1 FGD2 FGD3 FGD4 FGD5 FGD6 FLCN FN1 FNIP1 FOXL2 FRMD7 FRS2 FRY FURIN FYN FZR1 GAPDH GAPVD1 GARNL3 GAS6 GBF1 GBP2 GBP5 GCGR GCKR GCLM GCN1 GDI1 GDI2 GDPGP1 GHRL GIT1 GIT2 GLMN GM2A GMFB GMFG GMIP GNA11 GNA12 GNA13 GNAQ GNAS GNAZ GNB5 GPC3 GPIHBP1 GPR158 GPRC5A GPRC5B GPRC5C GPRC5D GPS1 GPS2 GPSM1 GPSM2 GPSM3 GRB2 GREM1 GRIPAP1 GRM5 GRM7 GRTP1 GSKIP GSTP1 GTF2F1 GTF3C4 GUCA1A GUCA1B GUCA1C GUCA2A GUCA2B HACD3 HBEGF HERC1 HERC2 HEXIM1 HEXIM2 HMGCR HMSD HOPX HPS1 HPS4 HRG HSP90AA1 HSP90AB1 HSPB1 HSPB2 HSPBP1 HTR2A HTR2B HYAL2 IBTK IGBP1 IGF2 IGFBP3 IKBKE IL2 IL6ST INCA1 ING2 INKA1 INKA2 IPO5 IPO7 IQGAP1 IQGAP2 IQGAP3 IQSEC1 IQSEC2 IQSEC3 IRAK1 IRGM ITGB1BP1 ITIH1 ITIH2 ITIH3 ITIH4 ITIH5 ITIH6 ITPRIP ITSN1 ITSN2 JUN KALRN KAT2B KDM5A KIAA1755 KIDINS220 KNDC1 KNG1 KRIT1 KRTCAP2 LAMTOR1 LAMTOR2 LAMTOR3 LAMTOR4 LAMTOR5 LARS1 LCK LCN1 LGALS3 LILRB4 LLGL1 LLGL2 LMTK2 LPA LRCOL1 LRP6 LRRK2 LTC4S LTF LTK LXN MACROH2A1 MADD MAL MALT1 MANSC4 MAP2K1 MAP2K2 MAP3K12 MAP3K13 MAP3K14 MAP3K20 MAPK8 MAPK8IP1 MARK2 MAT2B MBIP MCF2 MCF2L MCF2L2 MGAT5 MGST2 MLST8 MMP15 MMP16 MMP17 MMP24 MNAT1 MOB1A MOB1B MOB2 MOB3A MOB3B MOB3C MON1A MRLN MT3 MTCP1 MTMR9 MTSS2 MYCBP2 MYO9A MYO9B MYOZ1 NAIP NAP1L2 NCF1 NCF1B NCF1C NCF2 NCF4 NCK1 NCKAP1L NCS1 NEK9 NET1 NF1 NGEF NGF NHERF4 NKX3-1 NLRC4 NLRP1 NLRP12 NLRP3 NLRP7 NOD1 NOL3 NOTCH1 NOXA1 NOXO1 NPM1 NPRL2 NPRL3 NRG1 NRG3 NRP1 NSMAF NUCB1 NUCB2 NUPR1 OAZ1 OAZ2 OAZ3 OBSCN OCRL OPHN1 OPRPN OTUB1 P2RY12 P3R3URF PABIR1 PABIR2 PABIR3 PAK2 PAPLN PARK7 PARP16 PARP6 PARP8 PARP9 PARVA PCNA PCOLCE PCOLCE2 PCP2 PCSK1N PDC PDCD5 PDE6D PDE6G PDE6H PDE8A PDGFB PDP1 PDP2 PDPK1 PEBP1 PEX12 PGAM5 PHACTR1 PHACTR2 PHACTR3 PHACTR4 PI15 PI16 PI3 PIF1 PIK3CA PIK3R1 PIK3R2 PIK3R3 PIK3R5 PIK3R6 PINK1 PINLYP PINX1 PITRM1 PKIA PKIB PKIG PLAA PLCB1 PLCD4 PLCE1 PLEKHG1 PLEKHG2 PLEKHG3 PLEKHG4 PLEKHG4B PLEKHG5 PLEKHG6 PLEKHG7 PLN PLXNB1 POLG2 POT1 PPME1 PPP1R10 PPP1R11 PPP1R12A PPP1R12B PPP1R12C PPP1R14A PPP1R14B PPP1R14C PPP1R14D PPP1R15A PPP1R15B PPP1R16A PPP1R16B PPP1R17 PPP1R1A PPP1R1B PPP1R1C PPP1R2 PPP1R26 PPP1R27 PPP1R2B PPP1R2C PPP1R2P1 PPP1R35 PPP1R36 PPP1R37 PPP1R3B PPP1R7 PPP1R8 PPP1R9B PPP2R1A PPP2R1B PPP2R2A PPP2R2B PPP2R2C PPP2R2D PPP2R3A PPP2R3B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PPP3R1 PPP3R2 PPP4C PPP4R1 PPP4R2 PPP4R3A PPP4R3B PPP4R3C PPP4R4 PPP6R1 PPP6R2 PPP6R3 PRDX3 PRDX5 PREB PREX1 PREX2 PRKAG1 PRKAG2 PRKAG3 PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCD PRKCE PRKRA PRKRIP1 PRNP PROS1 PRPSAP1 PRPSAP2 PRSS22 PSAP PSD PSD2 PSD3 PSD4 PSENEN PSMC3IP PSMD1 PSMD14 PSMD2 PSMD3 PSME1 PSME2 PSME3 PSME4 PSMF1 PTGIR PTN PTPA PTTG1 PYCARD PYGO2 PZP QARS1 R3HDML RAB3GAP1 RAB3GAP2 RAB3IL1 RAB3IP RABEP1 RABEP2 RABGAP1 RABGAP1L RABGEF1 RABIF RAC2 RACGAP1 RACK1 RALBP1 RALGAPA1 RALGAPA2 RALGAPB RALGDS RALGPS1 RALGPS2 RAMAC RANBP1 RANBP2 RANBP3 RANBP3L RANGAP1 RANGRF RAP1A RAP1GAP RAP1GAP2 RAP1GDS1 RAPGEF1 RAPGEF2 RAPGEF3 RAPGEF4 RAPGEF5 RAPGEF6 RAPGEFL1 RARRES1 RASA1 RASA2 RASA3 RASA4 RASA4B RASAL1 RASAL2 RASAL3 RASGEF1A RASGEF1B RASGEF1C RASGRF1 RASGRF2 RASGRP1 RASGRP2 RASGRP3 RASGRP4 RCAN1 RCAN2 RCAN3 RCBTB2 RCC1 RCC1L RCC2 RCVRN RECK RENBP RFC1 RGCC RGL1 RGL2 RGL3 RGL4 RGN RGP1 RGPD1 RGPD2 RGPD3 RGPD4 RGPD5 RGPD6 RGPD8 RGS1 RGS10 RGS11 RGS12 RGS14 RGS16 RGS17 RGS18 RGS2 RGS20 RGS3 RGS4 RGS5 RGS6 RGS7 RGS8 RGS9 RHEB RHOD RHOF RHOH RHOU RIC1 RIC8A RIC8B RICTOR RIMS1 RIN1 RIN2 RIN3 RING1 RINL RIPK3 RNH1 ROCK1 RP2 RPGR RPL11 RPL23 RPL37 RPL5 RPLP1 RPS15 RPS20 RPS27L RPS6KA1 RPS6KA3 RPS7 RPTOR RTKN RUNDC3A SAE1 SAG SBF1 SBF2 SCG5 SCGB1A1 SDHAF4 SEC23A SEC23B SERGEF SERPINA1 SERPINA10 SERPINA11 SERPINA12 SERPINA2 SERPINA3 SERPINA4 SERPINA5 SERPINA6 SERPINA7 SERPINA9 SERPINB1 SERPINB10 SERPINB11 SERPINB12 SERPINB13 SERPINB2 SERPINB3 SERPINB4 SERPINB5 SERPINB6 SERPINB7 SERPINB8 SERPINB9 SERPINC1 SERPIND1 SERPINE1 SERPINE2 SERPINE3 SERPINF1 SERPINF2 SERPING1 SERPINH1 SERPINI1 SERPINI2 SESN2 SET SFN SFRP2 SGSM1 SGSM2 SGSM3 SH2D3A SH2D3C SH3BP1 SH3BP4 SH3BP5 SH3BP5L SH3PXD2A SH3PXD2B SH3RF2 SHOC2 SIMC1 SIPA1 SIPA1L1 SIPA1L2 SIPA1L3 SIRPA SKI SLA2 SLC27A1 SLC38A9 SLCO1B3 SLCO1B3-SLCO1B7 SLCO1B7 SLIT2 SLN SLPI SLX4 SMAP1 SMAP2 SMCR8 SMO SMR3A SMR3B SNCA SNCB SOCS1 SOCS2 SOCS3 SOCS4 SOCS5 SOCS6 SOCS7 SOS1 SOS2 SPATA13 SPDYA SPINK1 SPINK13 SPINK14 SPINK2 SPINK4 SPINK5 SPINK6 SPINK7 SPINK8 SPINK9 SPINT1 SPINT2 SPINT3 SPINT4 SPOCK1 SPOCK2 SPOCK3 SPP2 SPRED1 SPRED2 SPRY2 SPRY4 SRC SRGAP1 SRGAP2 SRGAP3 SSPOP ST20 STAP1 STARD13 STARD8 STK11 STK3 STK4 STRADA STRADB STRIT1 STX4 STXBP5 STXBP5L STYX STYXL1 SUZ12 SVBP SWAP70 SYDE1 SYDE2 SYNGAP1 TAB1 TAGAP TANK TAOK1 TAOK2 TAOK3 TBC1D1 TBC1D10A TBC1D10B TBC1D10C TBC1D12 TBC1D13 TBC1D14 TBC1D15 TBC1D16 TBC1D17 TBC1D19 TBC1D2 TBC1D20 TBC1D21 TBC1D22A TBC1D22B TBC1D24 TBC1D25 TBC1D26 TBC1D2B TBC1D3 TBC1D30 TBC1D3B TBC1D3C TBC1D3D TBC1D3E TBC1D3F TBC1D3G TBC1D3H TBC1D3I TBC1D3K TBC1D3L TBC1D4 TBC1D5 TBC1D7 TBC1D8 TBC1D8B TBC1D9 TBC1D9B TBCD TBCK TBXA2R TCL1A TCL1B TEFM TEN1 TESC TFPI TFPI2 TGFA TGFB1 TGFBR2 THADA THBS1 THG1L THY1 TIAM1 TIAM2 TIFAB TIMP1 TIMP2 TIMP3 TIMP4 TMBIM6 TNFAIP8 TNFSF14 TNK2 TOM1L1 TP53 TREM2 TRIB1 TRIB2 TRIB3 TRIM23 TRIO TSC2 TXNIP UBE2L3 UBE2N UBE2Z UCHL5 UCN UGT1A1 UGT1A7 UGT1A8 UMODL1 URI1 USP14 USP6NL VAV1 VAV2 VAV3 VCP VEGFA VIL1 VPS9D1 VSIR WARS1 WAS WASL WDR4 WDR41 WDR48 WDR6 WDR81 WDR91 WDTC1 WFDC1 WFDC10A WFDC10B WFDC11 WFDC12 WFDC13 WFDC2 WFDC3 WFDC5 WFDC8 WFDC9 WFIKKN1 WFIKKN2 WNK1 WNT11 WRNIP1 XIAP XRCC5 YWHAB YWHAG ZEB2 GOMF_ENZYME_SUBSTRATE_ADAPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ENZYME_SUBSTRATE_ADAPTOR_ACTIVITY A1CF AMBRA1 ANAPC7 ANKRD9 APPBP2 ARRDC1 ARRDC4 AXIN1 BTRC DAW1 DCAF1 DCAF12 DCAF13 DET1 DTX3L EPC1 FBXL19 FBXL2 FBXO3 FBXO4 FBXO42 FBXO45 FBXO7 FBXO9 FBXW11 FBXW7 FEM1A FEM1B FEM1C FZR1 HERPUD1 HPF1 KEAP1 KLHDC1 KLHDC10 KLHDC2 KLHDC3 KLHL15 KLHL2 KLHL22 KLHL25 KLHL3 NMNAT1 NMNAT2 PCMTD1 PDCD6 PEF1 PRAME PRAMEF6 PRAMEF9 RBM47 RPTOR RRAGC SH3BGRL SKP1 SMAD7 SPSB1 SPSB2 SPSB4 SUV39H2 TRPC4AP TUT1 VHL WDR77 ZSWIM8 GOMF_EPHRIN_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_EPHRIN_RECEPTOR_ACTIVITY EFNA3 EFNA4 EFNB3 EPHA1 EPHA10 EPHA2 EPHA3 EPHA4 EPHA5 EPHA6 EPHA7 EPHA8 EPHB1 EPHB2 EPHB3 EPHB4 EPHB6 NTRK1 GOMF_EPHRIN_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_EPHRIN_RECEPTOR_BINDING ABL1 ANKS1A ANKS1B AQP1 CBL CDK5R1 CHN1 CRK EFNA1 EFNA2 EFNA3 EFNA4 EFNA5 EFNB1 EFNB2 EFNB3 EPHA4 FYN GRB2 LYN NCK1 PIK3CG PTPN1 SDCBP SHC1 SIPA1L1 SRC GOMF_EPIDERMAL_GROWTH_FACTOR_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_EPIDERMAL_GROWTH_FACTOR_RECEPTOR_BINDING AGR2 AREG ARF4 ATXN2 BTC CBLC CCDC88A CNOT9 EFEMP1 EGF EPGN ERBB4 EREG FAM83B FER GRAP GRB2 HBEGF HIP1 ITGA5 LINGO1 MS4A1 PLSCR1 RNF126 SHC1 SLA SNX1 SNX2 SNX4 SOCS5 SOS1 TGFA TNK2 VAV2 VAV3 GOMF_EPINEPHRINE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_EPINEPHRINE_BINDING ADRA2A ADRA2B ADRA2C ADRB3 DRD4 RNLS GOMF_EPOXIDE_HYDROLASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_EPOXIDE_HYDROLASE_ACTIVITY AKR7A2 EPHX1 EPHX2 EPHX3 LTA4H RNPEP GOMF_ERBB_3_CLASS_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ERBB_3_CLASS_RECEPTOR_BINDING CDK5 ERBB2 ERBB3 NRG1 PIK3R1 GOMF_ER_RETENTION_SEQUENCE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ER_RETENTION_SEQUENCE_BINDING CEMIP KCNIP2 KDELR1 KDELR2 KDELR3 GOMF_ESTRADIOL_17_BETA_DEHYDROGENASE_NAD_P_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ESTRADIOL_17_BETA_DEHYDROGENASE_NAD_P_ACTIVITY AKR1B15 AKR1C1 AKR1C2 AKR1C3 AKR1C4 DHRS11 HSD17B1 HSD17B10 HSD17B11 HSD17B12 HSD17B13 HSD17B14 HSD17B2 HSD17B3 HSD17B4 HSD17B6 HSD17B7 HSD17B8 RDH8 GOMF_ESTROGEN_16_ALPHA_HYDROXYLASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ESTROGEN_16_ALPHA_HYDROXYLASE_ACTIVITY CYP1A1 CYP1A2 CYP1B1 CYP2C8 CYP3A4 CYP3A43 CYP3A5 CYP3A7 GOMF_ESTROGEN_2_HYDROXYLASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ESTROGEN_2_HYDROXYLASE_ACTIVITY CYP1A1 CYP1A2 CYP2B6 CYP3A4 CYP3A7 GOMF_ESTROGEN_RESPONSE_ELEMENT_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ESTROGEN_RESPONSE_ELEMENT_BINDING AR ESR1 ESR2 ESRRA ESRRB ESRRG NR3C1 NR3C2 NR6A1 PGR TRIM24 GOMF_EUKARYOTIC_INITIATION_FACTOR_4E_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_EUKARYOTIC_INITIATION_FACTOR_4E_BINDING ANGEL1 C8orf88 DDX3X EIF4EBP1 EIF4EBP2 EIF4EBP3 EIF4G1 HHEX LARP1 OTX2 GOMF_EUKARYOTIC_TRANSLATION_INITIATION_FACTOR_2ALPHA_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_EUKARYOTIC_TRANSLATION_INITIATION_FACTOR_2ALPHA_KINASE_ACTIVITY EIF2AK1 EIF2AK2 EIF2AK3 EIF2AK4 PDIK1L STK35 GOMF_EXCITATORY_EXTRACELLULAR_LIGAND_GATED_MONOATOMIC_ION_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_EXCITATORY_EXTRACELLULAR_LIGAND_GATED_MONOATOMIC_ION_CHANNEL_ACTIVITY CHRFAM7A CHRNA1 CHRNA10 CHRNA2 CHRNA3 CHRNA4 CHRNA5 CHRNA6 CHRNA7 CHRNA9 CHRNB1 CHRNB2 CHRNB3 CHRNB4 CHRND CHRNE CHRNG GLRA1 GLRA2 GLRA3 GLRB GRIK2 HTR3A HTR3B HTR3C HTR3D HTR3E P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX6 P2RX7 SLC1A7 TRPV1 ZACN GOMF_EXOGENOUS_PROTEIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_EXOGENOUS_PROTEIN_BINDING ACE2 ALB ANPEP AXL BSG CCR5 CD209 CD4 CD46 CD55 CD80 CD81 CD86 CDHR3 CDK1 CLDN1 CLDN6 CLDN9 CLEC4G CLEC4M CLEC5A CR1 CR2 CXADR CXCR4 DAG1 DPP4 EFNB2 EFNB3 EGFR EPHA2 F11R GPR15 GYPA HAVCR1 HSPA1A HSPA1B HTR2A HYAL1 HYAL2 HYAL3 ICAM1 IDE ILF3 ITGA2 ITGA5 ITGAV ITGB1 ITGB3 ITGB5 ITGB6 ITGB7 LAMP1 LDLR MOG MRC1 NCAM1 NECTIN1 NECTIN2 NECTIN4 NPC1 PLSCR1 PVR RPSA SCARB1 SCARB2 SELPLG SERPINB3 SIVA1 SLAMF1 SLC10A1 SLC1A5 SLC20A2 SLC3A2 SLC52A1 SLC52A2 SLC7A1 TFRC TNFRSF14 TNFRSF4 TYRO3 XPR1 GOMF_EXONUCLEASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_EXONUCLEASE_ACTIVITY AEN ANGEL1 ANGEL2 APEX1 APEX2 APLF APTX CNOT1 CNOT2 CNOT6 CNOT6L CNOT7 CNOT8 CPSF3 DCLRE1A DCLRE1B DCLRE1C DCP2 DCPS DDX1 DIS3 DIS3L DIS3L2 DXO ENPP1 ENPP2 ENPP3 ERI1 ERI2 ERI3 EXD1 EXD2 EXD3 EXO1 EXO5 EXOG EXOSC1 EXOSC10 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 FAN1 FEN1 ISG20 ISG20L2 MEIOB MGME1 MRE11 NOCT PAN2 PAN3 PARN PDE12 PLD3 PLD4 PNLDC1 PNPT1 POLD1 POLE POLG POLRMT RAD1 RAD50 RAD9A REXO1 REXO1L1P REXO2 REXO4 REXO5 TATDN1 TDP1 TOE1 TREX1 TREX2 TRIR USB1 WRN XRN1 XRN2 ZC3H12A GOMF_EXONUCLEASE_ACTIVITY_ACTIVE_WITH_EITHER_RIBO_OR_DEOXYRIBONUCLEIC_ACIDS_AND_PRODUCING_5_PHOSPHOMONOESTERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_EXONUCLEASE_ACTIVITY_ACTIVE_WITH_EITHER_RIBO_OR_DEOXYRIBONUCLEIC_ACIDS_AND_PRODUCING_5_PHOSPHOMONOESTERS ANGEL1 ANGEL2 APEX1 APEX2 APTX CNOT1 CNOT2 CNOT6 CNOT6L CNOT7 CNOT8 CPSF3 DCLRE1A DCLRE1B DCLRE1C DCP2 DIS3 DIS3L DIS3L2 ERI1 ERI2 ERI3 EXD2 EXO1 EXO5 EXOSC10 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC7 EXOSC9 FEN1 ISG20 ISG20L2 MEIOB MGME1 MRE11 NOCT PAN2 PAN3 PARN PDE12 PLD3 PLD4 PNLDC1 PNPT1 POLD1 POLE POLRMT RAD1 RAD9A REXO2 TATDN1 TOE1 TREX1 TREX2 USB1 XRN1 XRN2 GOMF_EXOPEPTIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_EXOPEPTIDASE_ACTIVITY ACE ACE2 ACTMAP ADAM10 AEBP1 AGBL1 AGBL2 AGBL3 AGBL4 AGBL5 AGTPBP1 ANPEP AOPEP BLMH CNDP1 CNDP2 CPA1 CPA2 CPA3 CPA4 CPA5 CPA6 CPB1 CPB2 CPD CPE CPM CPN1 CPO CPQ CPVL CPXM1 CPXM2 CPZ CTSA CTSC CTSH CTSZ DNPEP DPEP1 DPEP2 DPEP3 DPP10 DPP3 DPP4 DPP6 DPP7 DPP8 DPP9 ENPEP ERAP1 ERAP2 ERMP1 F11 FAP FOLH1 FOLH1B GGH HPN JMJD7 KDM8 LAP3 LNPEP LTA4H LVRN MATCAP1 MATCAP2 MEP1A METAP1 METAP1D METAP2 MINDY1 MINDY2 MME MMP14 MMP15 MMP16 MMP17 NAALAD2 NAALADL1 NPEPL1 NPEPPS NPEPPSP1 NUDT16 PEPD PM20D2 PRCP PRSS16 RCE1 RNPEP RNPEPL1 SCPEP1 SCRN1 SCRN2 SCRN3 TPP1 TPP2 TRHDE VASH1 VASH2 XPNPEP1 XPNPEP2 XPNPEP3 ZMPSTE24 GOMF_EXTRACELLULARLY_ATP_GATED_MONOATOMIC_CATION_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_EXTRACELLULARLY_ATP_GATED_MONOATOMIC_CATION_CHANNEL_ACTIVITY P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX6 P2RX7 GOMF_EXTRACELLULAR_LIGAND_GATED_MONOATOMIC_ION_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_EXTRACELLULAR_LIGAND_GATED_MONOATOMIC_ION_CHANNEL_ACTIVITY CHRFAM7A CHRNA1 CHRNA10 CHRNA2 CHRNA3 CHRNA4 CHRNA5 CHRNA6 CHRNA7 CHRNA9 CHRNB1 CHRNB2 CHRNB3 CHRNB4 CHRND CHRNE CHRNG GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRB1 GABRB2 GABRB3 GABRD GABRE GABRG1 GABRG2 GABRG3 GABRP GABRQ GABRR1 GABRR2 GABRR3 GLRA1 GLRA2 GLRA3 GLRB GRIA1 GRIA2 GRIA3 GRIA4 GRID1 GRID2 GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B HTR3A HTR3B HTR3C HTR3D HTR3E P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX6 P2RX7 PTK2B SLC1A7 TRPV1 ZACN GOMF_EXTRACELLULAR_MATRIX_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_EXTRACELLULAR_MATRIX_BINDING ACHE ADAM9 ADAMTS15 ADAMTS5 ADGRG1 ADGRG6 AGRN BCAM BGN CCN1 CD248 CLEC14A COL11A1 CTSS DAG1 DCN DMP1 ELN FBLN2 GPC1 ITGA2 ITGA2B ITGA3 ITGA6 ITGAV ITGB1 ITGB3 LACRT LGALS1 LGALS3 LRRC15 LYPD3 NID1 NTN4 OLFML2A OLFML2B PLEKHA2 PXDN RPSA RPSA2 SHH SLIT2 SMOC1 SMOC2 SPARC SPARCL1 SPOCK2 SPP1 SSC5D TGFBI THBS1 THSD1 TINAGL1 VEGFA VTN GOMF_EXTRACELLULAR_MATRIX_CONSTITUENT_CONFERRING_ELASTICITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_EXTRACELLULAR_MATRIX_CONSTITUENT_CONFERRING_ELASTICITY ELN EMILIN1 EMILIN2 EMILIN3 FBLN2 FBLN5 FBN1 FBN2 LAMC1 MMRN1 GOMF_EXTRACELLULAR_MATRIX_PROTEIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_EXTRACELLULAR_MATRIX_PROTEIN_BINDING CD248 CLEC14A GABBR1 ITGAV ITGB8 MEPE GOMF_EXTRACELLULAR_MATRIX_STRUCTURAL_CONSTITUENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_EXTRACELLULAR_MATRIX_STRUCTURAL_CONSTITUENT ABI3BP ACAN ADIPOQ AEBP1 AGRN AMBN AMELX AMELY ANOS1 ASPN BGN CCN1 CD4 CHADL CHI3L1 CILP COL10A1 COL11A1 COL11A2 COL12A1 COL13A1 COL14A1 COL15A1 COL16A1 COL17A1 COL18A1 COL19A1 COL1A1 COL1A2 COL21A1 COL22A1 COL23A1 COL24A1 COL25A1 COL27A1 COL28A1 COL2A1 COL3A1 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 COL5A1 COL5A2 COL5A3 COL6A1 COL6A2 COL6A3 COL6A5 COL6A6 COL7A1 COL8A1 COL8A2 COL9A1 COL9A2 COL9A3 COLQ COMP CRELD1 CTHRC1 DCN DPT DSPP ECM1 EDIL3 EFEMP1 EFEMP2 ELN EMILIN1 EMILIN2 EMILIN3 ENAM FBLN1 FBLN2 FBLN5 FBN1 FBN2 FBN3 FGA FGB FGG FGL2 FMOD FN1 HAPLN1 HAPLN4 HMCN1 HMCN2 HSPG2 IGFBP7 IMPG1 IMPG2 LAMA1 LAMA2 LAMA3 LAMA4 LAMA5 LAMB1 LAMB2 LAMB3 LAMC1 LAMC2 LTBP1 LTBP2 LTBP4 LUM MARCOL MATN1 MATN2 MATN3 MEPE MFAP2 MFAP4 MFAP5 MFGE8 MGP MMRN1 MMRN2 MUC17 MUC3A MUC4 MUC5AC MUC6 MXRA5 NID1 NID2 NPNT OGN OPTC OTOL1 PCOLCE PODN POSTN PRELP PRG2 PRG3 PRG4 PXDN SBSPON SPARC SPON1 SRPX SRPX2 STATH TECTA TECTB TFPI2 TGFBI THBS1 THBS2 THBS3 THSD4 TINAGL1 TNC TNXB TUFT1 VCAN VTN VWA1 VWF ZP1 ZP2 ZP3 ZP4 GOMF_EXTRACELLULAR_MATRIX_STRUCTURAL_CONSTITUENT_CONFERRING_COMPRESSION_RESISTANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_EXTRACELLULAR_MATRIX_STRUCTURAL_CONSTITUENT_CONFERRING_COMPRESSION_RESISTANCE ACAN AMBN AMELX AMELY ASPN BGN CHADL DCN ENAM FMOD HAPLN1 HSPG2 LUM OGN PODN PRELP PRG2 PRG3 PRG4 STATH TUFT1 VCAN GOMF_EXTRACELLULAR_MATRIX_STRUCTURAL_CONSTITUENT_CONFERRING_TENSILE_STRENGTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_EXTRACELLULAR_MATRIX_STRUCTURAL_CONSTITUENT_CONFERRING_TENSILE_STRENGTH COL10A1 COL11A1 COL11A2 COL12A1 COL13A1 COL14A1 COL15A1 COL16A1 COL17A1 COL18A1 COL19A1 COL1A1 COL1A2 COL21A1 COL22A1 COL23A1 COL24A1 COL25A1 COL27A1 COL28A1 COL2A1 COL3A1 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 COL5A1 COL5A2 COL5A3 COL6A1 COL6A2 COL6A3 COL6A5 COL6A6 COL7A1 COL8A1 COL8A2 COL9A1 COL9A2 COL9A3 COLQ MARCOL OTOL1 GOMF_E_BOX_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_E_BOX_BINDING AHR ASCL1 ASCL2 ATOH1 ATOH7 ATOH8 BHLHA15 BHLHE22 BHLHE23 BHLHE40 BHLHE41 BMAL1 BMAL2 CIART CLOCK CRY1 FIGLA GATA3 HAND2 HDAC1 HES1 HIF1A MAX MITF MYBBP1A MYC MYF5 MYF6 MYOD1 MYOG NEUROD1 NEUROD2 NEUROD4 NEUROD6 NEUROG1 NEUROG2 NEUROG3 NR1D1 OLIG1 OLIG2 OLIG3 PER1 PPARG PRMT5 PTF1A SCRT2 SCX SNAI1 SNAI2 SREBF2 TAL1 TCF12 TCF15 TCF21 TCF3 TCF4 TFAP4 TWIST1 ZEB1 GOMF_FAD_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_FAD_BINDING ACOX1 ACOX2 ACOX3 ACOXL AGPS AIFM1 AOX1 COQ6 CRY1 CRY2 CYB5R1 CYB5R2 CYB5R3 D2HGDH DAO DDO DHCR24 ERO1A ERO1B KDM1B KMO LDHD MICAL1 MICAL2 MICAL3 MMACHC MTHFR MTRR NDOR1 NQO2 PCYOX1 PRODH PRODH2 QSOX1 SQLE SQOR STEAP3 STEAP4 TXNRD1 XDH GOMF_FATTY_ACID_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_FATTY_ACID_BINDING ACOX1 ACOX2 ACOX3 ACOXL ADH5 ALB ALOX5AP APOC1 CD36 CRABP1 CRABP2 CYP4F11 DBT FABP1 FABP12 FABP2 FABP3 FABP4 FABP5 FABP5P3 FABP6 FABP7 FABP9 FFAR4 GPR31 GSTA1 GSTM2 GSTP1 HNF4A ID3 NDUFAB1 OXER1 PMP2 PPARD PPARG PRR7 PTGDS RBP1 RBP2 RBP5 RBP7 S100A8 S100A9 SCP2 SNCA STX3 TMEM175 UCP1 UGT1A8 GOMF_FATTY_ACID_DERIVATIVE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_FATTY_ACID_DERIVATIVE_BINDING ACADL ACADVL ACBD3 ACBD4 ACBD5 ACBD6 ACBD7 ACOT7 DBI ECI2 ENSG00000205794 GCDH HADHA OXER1 PNPLA3 SCP2 SOAT1 SOAT2 GOMF_FATTY_ACID_ELONGASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_FATTY_ACID_ELONGASE_ACTIVITY ELOVL1 ELOVL2 ELOVL3 ELOVL4 ELOVL5 ELOVL6 ELOVL7 GOMF_FATTY_ACID_LIGASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_FATTY_ACID_LIGASE_ACTIVITY ACSBG1 ACSBG2 ACSF2 ACSF3 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 ACSM1 ACSM2A ACSM2B ACSM3 ACSM4 ACSM5 ACSM6 SLC27A1 SLC27A2 SLC27A3 SLC27A4 SLC27A5 SLC27A6 GOMF_FATTY_ACID_OMEGA_HYDROXYLASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_FATTY_ACID_OMEGA_HYDROXYLASE_ACTIVITY CYP1A1 CYP2U1 CYP4A11 CYP4A22 CYP4F11 CYP4F2 CYP4V2 GOMF_FATTY_ACID_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_FATTY_ACID_TRANSMEMBRANE_TRANSPORTER_ACTIVITY CD36 MFSD2A SLC22A9 SLC27A1 SLC27A2 SLC27A4 SLC27A5 SLC27A6 SLC43A3 SLC5A8 GOMF_FATTY_ACYL_COA_SYNTHASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_FATTY_ACYL_COA_SYNTHASE_ACTIVITY ACSM1 ACSM2A ACSM2B ACSM3 ACSM4 ACSM5 ACSM6 GOMF_FATZ_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_FATZ_BINDING ACTN2 MYOZ1 MYOZ2 MYOZ3 TCAP GOMF_FERRIC_IRON_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_FERRIC_IRON_BINDING ACP5 FTH1 FTH1P19 FTHL17 FTL FTMT FXN MIOX RRM2 TF TH GOMF_FERROUS_IRON_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_FERROUS_IRON_BINDING ACP5 ALKBH1 ALKBH2 ALKBH3 CDO1 DNAJC24 DPH3 EGLN1 EGLN2 EGLN3 FECH FTH1 FTH1P19 FTHL17 FTL FTMT FTO FXN HAAO HEPH HIF1AN ISCU PHYH SNCA TET2 TF TH GOMF_FERROUS_IRON_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_FERROUS_IRON_TRANSMEMBRANE_TRANSPORTER_ACTIVITY MMGT1 SLC11A2 SLC25A28 SLC25A37 SLC39A14 SLC40A1 GOMF_FIBRINOGEN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_FIBRINOGEN_BINDING CDH5 FBLN1 ITGA2B ITGB3 THBS1 GOMF_FIBROBLAST_GROWTH_FACTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_FIBROBLAST_GROWTH_FACTOR_BINDING API5 CEP57 CXCL13 FGFBP1 FGFBP3 FGFR1 FGFR2 FGFR3 FGFR4 FGFRL1 FIBP GLG1 GPC1 ITGAV ITGB3 KL KLB RPS19 RPS2 S100A13 SCN5A TGFBR3 THBS1 GOMF_FIBROBLAST_GROWTH_FACTOR_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_FIBROBLAST_GROWTH_FACTOR_RECEPTOR_ACTIVITY FGFR1 FGFR2 FGFR3 FGFR4 FGFRL1 GOMF_FIBROBLAST_GROWTH_FACTOR_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_FIBROBLAST_GROWTH_FACTOR_RECEPTOR_BINDING FGF1 FGF10 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FLRT2 FLRT3 FRS2 FRS3 KL KLB NPTN GOMF_FIBRONECTIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_FIBRONECTIN_BINDING CCDC80 CTSK CTSL CTSS EPHA1 FBLN1 FSTL3 HSD17B12 IGFBP3 IGFBP5 IGFBP6 ITGA3 ITGA4 ITGAV ITGB1 ITGB3 LILRB4 LOXL3 LPA LRRC15 MMP2 MYOC PLEKHA2 SDC4 SFRP2 SSC5D THBS1 TNFAIP6 VEGFA GOMF_FILAMIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_FILAMIN_BINDING CEACAM1 CRMP1 DPYSL3 DPYSL4 FBLIM1 HSPB7 MICALL2 NEBL PDLIM2 RFLNA RFLNB SMAD4 SYNPO2 TMEM67 GOMF_FK506_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_FK506_BINDING FKBP10 FKBP1A FKBP1B FKBP2 FKBP3 FKBP4 FKBP5 FKBP6 FKBP7 NFATC1 GOMF_FLAP_ENDONUCLEASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_FLAP_ENDONUCLEASE_ACTIVITY DNA2 EXO1 FAN1 FEN1 GEN1 MUS81 SLX1A SLX1B GOMF_FLAVIN_ADENINE_DINUCLEOTIDE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_FLAVIN_ADENINE_DINUCLEOTIDE_BINDING ACAD10 ACAD11 ACAD8 ACAD9 ACADL ACADM ACADS ACADSB ACADVL ACOX1 ACOX2 ACOX3 ACOXL AGPS AIFM1 AIFM2 AIFM3 AOX1 CHDH COQ6 CRY1 CRY2 CYB5R1 CYB5R2 CYB5R3 CYBB D2HGDH DAO DDO DHCR24 DLD DPYD DUS1L DUS2 DUS3L DUS4L ERO1A ERO1B ETFA ETFDH FMO1 FMO2 FMO3 FMO4 FMO5 FOXRED2 GCDH GFER GSR ILVBL IVD KDM1A KDM1B KMO LDHD MAOA MAOB MICAL1 MICAL2 MICAL3 MMACHC MTHFR MTO1 MTRR NDOR1 NOS1 NOS2 NOS3 NOX4 NOX5 NQO2 PCYOX1 PIPOX POR PPOX PRODH PRODH2 PYROXD1 QSOX1 SDHA SQLE SQOR STEAP3 STEAP4 TXNRD1 TXNRD2 TXNRD3 XDH GOMF_FLIPPASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_FLIPPASE_ACTIVITY ABCA3 ABCA4 ABCB1 ATP10A ATP10B ATP10D ATP11A ATP11B ATP11C ATP8A1 ATP8A2 ATP8B1 ATP8B2 MFSD2A TMEM30A TMEM30B GOMF_FLOPPASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_FLOPPASE_ACTIVITY ABCA1 ABCA2 ABCA7 ABCB1 ABCB4 ABCG1 ATP10A ATP11A ATP11B ATP11C ATP8A1 ATP8A2 ATP8B1 ATP8B2 ATP8B3 RFT1 GOMF_FMN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_FMN_BINDING DUS2 HAO1 HAO2 IYD MTRR NDOR1 NDUFV1 NOS1 NOS2 NOS3 PNPO POR PPCDC TYW1 TYW1B GOMF_FOLIC_ACID_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_FOLIC_ACID_BINDING DHFR DHFRP1 FOLR1 FOLR2 FOLR3 FTCD FTCDNL1 GNMT IZUMO1R MTHFS SLC19A1 SLC46A1 TYMS UROS GOMF_FOLIC_ACID_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_FOLIC_ACID_TRANSMEMBRANE_TRANSPORTER_ACTIVITY PDPN SLC19A1 SLC19A2 SLC25A32 SLC46A1 GOMF_FOUR_WAY_JUNCTION_DNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_FOUR_WAY_JUNCTION_DNA_BINDING ABL1 BLM FANCM GEN1 HMGB1 HMGB2 HMGB3 MECP2 MEN1 MSH2 MSH6 RAD51B RAD51C RAD51D WRN XRCC2 XRCC3 YY1 GOMF_FOUR_WAY_JUNCTION_HELICASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_FOUR_WAY_JUNCTION_HELICASE_ACTIVITY BLM FANCM RECQL RECQL4 RECQL5 WRN GOMF_FRIZZLED_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_FRIZZLED_BINDING BAMBI CCDC88C CTHRC1 DVL1 DVL2 DVL3 FZD1 FZD7 LRP6 MYOC NDP RNF43 RSPO3 RYK SDCBP SFRP1 TMED2 WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT8A WNT8B WNT9A WNT9B ZNRF3 GOMF_FRUCTOSE_2_6_BISPHOSPHATE_2_PHOSPHATASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_FRUCTOSE_2_6_BISPHOSPHATE_2_PHOSPHATASE_ACTIVITY PFKFB1 PFKFB2 PFKFB3 PFKFB4 TIGAR GOMF_FRUCTOSE_6_PHOSPHATE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_FRUCTOSE_6_PHOSPHATE_BINDING GCKR PFKFB1 PFKL PFKM PFKP GOMF_FRUCTOSE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_FRUCTOSE_BINDING ALDOA ALDOB CLEC4G PFKL PFKM SLC2A5 GOMF_FRUCTOSE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_FRUCTOSE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY SLC2A11 SLC2A2 SLC2A3 SLC2A5 SLC2A6 SLC2A7 SLC2A8 SLC2A9 SLC5A10 GOMF_FUCOSE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_FUCOSE_BINDING ACR ASGR1 ASGR2 CLEC10A CLEC17A COLEC11 FUOM SELP GOMF_FUCOSYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_FUCOSYLTRANSFERASE_ACTIVITY FUT1 FUT10 FUT11 FUT2 FUT3 FUT4 FUT5 FUT6 FUT7 FUT8 FUT9 POFUT1 POFUT2 GOMF_GABA_GATED_CHLORIDE_ION_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GABA_GATED_CHLORIDE_ION_CHANNEL_ACTIVITY GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRB1 GABRB2 GABRB3 GABRE GABRG1 GABRG2 GABRG3 GOMF_GABA_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GABA_RECEPTOR_ACTIVITY GABBR1 GABBR2 GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRB1 GABRB2 GABRB3 GABRD GABRE GABRG1 GABRG2 GABRG3 GABRP GABRQ GABRR1 GABRR2 GABRR3 GPR156 GOMF_GABA_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GABA_RECEPTOR_BINDING AKAP5 ARFGEF2 CLPTM1 ERBB4 GABARAP GABARAPL1 GABARAPL2 GABARAPL3 GABRA5 GABRB1 GABRG1 JAKMIP1 LHFPL4 PLCL2 PPP2CA SHISA7 TRAK1 TRAK2 GOMF_GALACTOSIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GALACTOSIDASE_ACTIVITY GBA3 GLA GLB1 GLB1L GLB1L2 GLB1L3 NAGA GOMF_GALACTOSIDE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GALACTOSIDE_BINDING GLA GLB1 LGALS2 LGALS4 LGALS9 LGALS9B LGALS9C GOMF_GALACTOSYLCERAMIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GALACTOSYLCERAMIDASE_ACTIVITY GALC GBA1 GBA2 GBA3 LCT GOMF_GALACTOSYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GALACTOSYLTRANSFERASE_ACTIVITY A3GALT2 A4GALT ABO B3GALNT1 B3GALT1 B3GALT2 B3GALT4 B3GALT5 B3GALT6 B3GNT2 B3GNT3 B3GNT4 B3GNT5 B3GNT6 B3GNT7 B3GNT8 B4GALT1 B4GALT2 B4GALT3 B4GALT4 B4GALT5 B4GALT6 B4GALT7 C1GALT1 C1GALT1C1 C1GALT1C1L CERCAM COLGALT1 COLGALT2 LALBA PLOD3 UGT8 GOMF_GAMMA_AMINOBUTYRIC_ACID_SODIUM_CHLORIDE_SYMPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GAMMA_AMINOBUTYRIC_ACID_SODIUM_CHLORIDE_SYMPORTER_ACTIVITY SLC6A1 SLC6A11 SLC6A12 SLC6A13 SLC6A6 SLC6A8 GOMF_GAMMA_AMINOBUTYRIC_ACID_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GAMMA_AMINOBUTYRIC_ACID_TRANSMEMBRANE_TRANSPORTER_ACTIVITY NHERF1 SLC32A1 SLC6A1 SLC6A11 SLC6A12 SLC6A13 SLC6A6 SLC6A8 SLC7A14 GOMF_GAMMA_CATENIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GAMMA_CATENIN_BINDING APC APC2 CDH1 CDH2 CTNNA1 DSC3 DSG1 LEF1 PTPRJ PTPRK PTPRT TCF7L2 GOMF_GAMMA_TUBULIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GAMMA_TUBULIN_BINDING ARHGEF7 B9D2 BLOC1S2 BRCA2 BRSK1 CDK5RAP2 CENPJ CEP57 CEP57L1 CEP70 DDX3X DIXDC1 FEZ1 GIT1 LYN MARK4 NDN NDRG1 NEDD1 OFD1 PAK1 PDE4B PIFO RAB11FIP5 RACGAP1 RAD51D TUBGCP2 TUBGCP3 TUBGCP4 TUBGCP5 TUBGCP6 WASH3P WASH6P WASHC1 WIPF3 GOMF_GANGLIOSIDE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GANGLIOSIDE_BINDING CLIP3 EPDR1 MAG PSAP RTN4R GOMF_GAP_JUNCTION_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GAP_JUNCTION_CHANNEL_ACTIVITY GJA1 GJA10 GJA3 GJA4 GJA5 GJA8 GJA9 GJB1 GJB2 GJB3 GJB4 GJB5 GJB6 GJB7 GJC1 GJC2 GJC3 GJD2 GJD3 GJD4 GJE1 PANX1 PANX2 PANX3 GOMF_GAP_JUNCTION_CHANNEL_ACTIVITY_INVOLVED_IN_CARDIAC_CONDUCTION_ELECTRICAL_COUPLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GAP_JUNCTION_CHANNEL_ACTIVITY_INVOLVED_IN_CARDIAC_CONDUCTION_ELECTRICAL_COUPLING GJA1 GJA5 GJC1 GJC3 GJD3 GOMF_GAP_JUNCTION_CHANNEL_ACTIVITY_INVOLVED_IN_CELL_COMMUNICATION_BY_ELECTRICAL_COUPLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GAP_JUNCTION_CHANNEL_ACTIVITY_INVOLVED_IN_CELL_COMMUNICATION_BY_ELECTRICAL_COUPLING GJA1 GJA5 GJB2 GJB6 GJC1 GJC2 GJC3 GJD3 GOMF_GAP_JUNCTION_HEMI_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GAP_JUNCTION_HEMI_CHANNEL_ACTIVITY GJA1 GJA3 GJA5 PANX1 PANX2 PANX3 GOMF_GATED_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GATED_CHANNEL_ACTIVITY ABCC8 ABCC9 ANO1 ANO10 ANO6 ANXA6 AQP1 ASIC1 ASIC2 ASIC3 ASIC4 ASIC5 BNIP1 CACHD1 CACNA1A CACNA1B CACNA1C CACNA1D CACNA1E CACNA1F CACNA1G CACNA1H CACNA1I CACNA1S CACNA2D1 CACNA2D2 CACNA2D3 CACNA2D4 CACNB1 CACNB2 CACNB3 CACNB4 CACNG1 CACNG2 CACNG3 CACNG4 CACNG5 CACNG6 CACNG7 CACNG8 CALHM1 CALHM3 CATSPER1 CATSPER2 CATSPER3 CATSPER4 CCDC51 CCT8L2 CFTR CHRFAM7A CHRNA1 CHRNA10 CHRNA2 CHRNA3 CHRNA4 CHRNA5 CHRNA6 CHRNA7 CHRNA9 CHRNB1 CHRNB2 CHRNB3 CHRNB4 CHRND CHRNE CHRNG CLCA2 CLCA3P CLCN1 CLCN2 CLCN3 CLCN4 CLCN5 CLCN6 CLCN7 CLCNKA CLCNKB CLIC1 CLIC2 CLIC3 CLIC4 CLIC5 CLIC6 CNGA1 CNGA2 CNGA3 CNGA4 CNGB1 CNGB3 CYBB FKBP1B GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRB1 GABRB2 GABRB3 GABRD GABRE GABRG1 GABRG2 GABRG3 GABRP GABRQ GABRR1 GABRR2 GABRR3 GLRA1 GLRA2 GLRA3 GLRB GPR89A GPR89B GRIA1 GRIA2 GRIA3 GRIA4 GRID1 GRID2 GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B HCN1 HCN2 HCN3 HCN4 HTR1B HTR3A HTR3B HTR3C HTR3D HTR3E HVCN1 ITGAV ITPR1 ITPR2 ITPR3 KCNA1 KCNA10 KCNA2 KCNA3 KCNA4 KCNA5 KCNA6 KCNA7 KCNAB1 KCNAB2 KCNAB3 KCNB1 KCNB2 KCNC1 KCNC2 KCNC3 KCNC4 KCND1 KCND2 KCND3 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNF1 KCNG1 KCNG2 KCNG3 KCNG4 KCNH1 KCNH2 KCNH3 KCNH4 KCNH5 KCNH6 KCNH7 KCNH8 KCNIP1 KCNIP2 KCNIP3 KCNIP4 KCNJ1 KCNJ10 KCNJ11 KCNJ12 KCNJ13 KCNJ14 KCNJ15 KCNJ16 KCNJ18 KCNJ2 KCNJ3 KCNJ4 KCNJ5 KCNJ6 KCNJ8 KCNJ9 KCNK1 KCNK10 KCNK12 KCNK13 KCNK15 KCNK16 KCNK17 KCNK18 KCNK2 KCNK3 KCNK4 KCNK5 KCNK6 KCNK7 KCNK9 KCNMA1 KCNMB1 KCNMB2 KCNMB3 KCNMB4 KCNN1 KCNN2 KCNN3 KCNN4 KCNQ1 KCNQ2 KCNQ3 KCNQ4 KCNQ5 KCNS1 KCNS2 KCNS3 KCNT1 KCNT2 KCNU1 KCNV1 KCNV2 LRRC26 LRRC38 LRRC52 LRRC55 MCOLN1 MCOLN2 MCOLN3 NALCN NALF1 NALF2 NCS1 NOX1 OPRM1 P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX6 P2RX7 PACC1 PIEZO1 PIEZO2 PKD2 PKD2L1 PTK2B RASA3 RYR1 RYR2 RYR3 SCN10A SCN11A SCN1A SCN1B SCN2A SCN2B SCN3A SCN3B SCN4A SCN4B SCN5A SCN7A SCN8A SCN9A SCNN1A SCNN1B SCNN1D SCNN1G SHROOM2 SLC17A3 SLC1A5 SLC1A7 SNAP25 TMC1 TMC2 TMC3 TMC4 TMC5 TMC6 TMC7 TMC8 TMEM109 TMEM150C TMEM266 TMEM37 TMEM63A TMEM63B TMEM63C TPCN1 TPCN2 TRPA1 TRPC3 TRPM2 TRPM4 TRPM5 TRPM8 TRPV1 TRPV4 TSPOAP1 VDAC1 VDAC2 VDAC3 ZACN GOMF_GDP_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GDP_BINDING ARF6 ARL2 ARL3 ARL8B DIRAS1 DIRAS2 DIRAS3 DYNC1LI1 ERAS GBP1 GEM GNAI1 GNAI3 GNAT1 HRAS KRAS MIEF1 MRAS NME2 NRAS PCK1 RAB10 RAB11B RAB12 RAB14 RAB17 RAB18 RAB21 RAB22A RAB27A RAB27B RAB28 RAB29 RAB2A RAB31 RAB35 RAB3B RAB40C RAB42 RAB4A RAB5A RAB5B RAB5C RAB7A RAB8A RAB8B RAB9A RAB9B RALA RALB RAN RAP1A RAP1B RAP1BL RAP2A RAP2B RAP2C RASEF RASL12 RERG RHEB RHEBL1 RHOB RIT1 RIT2 RRAGC RRAGD RRAS RRAS2 SEPTIN12 SRP54 SUCLG2 TRIM23 UCP1 GOMF_GDP_DISSOCIATION_INHIBITOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GDP_DISSOCIATION_INHIBITOR_ACTIVITY ARHGDIA ARHGDIB ARHGDIG CCDC88A CHM CHML EIF5 GDI1 GDI2 GPSM1 GPSM2 ITGB1BP1 RANBP1 RGS14 SESN2 SH3BP4 GOMF_GDP_PHOSPHATASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GDP_PHOSPHATASE_ACTIVITY CANT1 ENTPD1 ENTPD2 ENTPD3 ENTPD4 ENTPD5 ENTPD6 ENTPD7 ENTPD8 GBP1 GOMF_GENERAL_TRANSCRIPTION_INITIATION_FACTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GENERAL_TRANSCRIPTION_INITIATION_FACTOR_ACTIVITY BRF1 CCNH DR1 DRAP1 GTF2A1 GTF2A2 GTF2B GTF2E1 GTF2E2 GTF2F1 GTF2F2 GTF2H2 GTF2H3 GTF2H4 GTF3C1 GTF3C2 GTF3C3 GTF3C4 GTF3C5 GTF3C6 PAAF1 PRRX1 RRN3 RRN3P1 RRN3P2 SNAPC1 SNAPC2 SNAPC3 SNAPC4 SNAPC5 TAF1 TAF10 TAF11 TAF12 TAF13 TAF1C TAF1L TAF2 TAF3 TAF4 TAF4B TAF5 TAF6 TAF6L TAF7 TAF7L TAF8 TAF9 TAF9B TBP TBPL1 TBPL2 UBTF UBTFL1 UBTFL6 GOMF_GENERAL_TRANSCRIPTION_INITIATION_FACTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GENERAL_TRANSCRIPTION_INITIATION_FACTOR_BINDING AHR AR ATF4 BCL10 BDP1 BRF1 BRF2 BTAF1 CAND1 CAND2 CTDP1 DR1 DRAP1 EDF1 ERCC1 ERCC4 ESR1 FBL FOXF2 GTF2A1 GTF2A2 GTF2B GTF2E2 GTF2F1 HHEX HNRNPU HSF1 JUN MED1 MTOR NOP58 NR3C1 NR3C2 POLR1E PSMC5 RELA RPTOR RUVBL1 RUVBL2 TAF1 TAF11 TAF12 TAF13 TAF1B TAF1L TAF7 TBP TCF4 THAP7 THRA TP53 YEATS2 ZBTB43 ZNHIT6 GOMF_GLUCOSE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GLUCOSE_BINDING G6PD GCK GYS1 HK1 HK2 HK3 HKDC1 PYGL SLC2A3 SLC2A8 UGP2 GOMF_GLUCOSE_SODIUM_SYMPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GLUCOSE_SODIUM_SYMPORTER_ACTIVITY SLC5A1 SLC5A10 SLC5A11 SLC5A2 SLC5A3 SLC5A4 SLC5A9 GOMF_GLUCOSIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GLUCOSIDASE_ACTIVITY AGL GAA GANAB GANC GBA1 GBA2 GBA3 KL LCT LCTL MGAM MOGS PGGHG SI GOMF_GLUCOSYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GLUCOSYLTRANSFERASE_ACTIVITY ALG10 ALG10B ALG5 ALG6 ALG8 GBA1 GBA2 GYG1 GYG2 GYS1 GYS2 PLOD1 PLOD2 PLOD3 POGLUT1 POGLUT2 POGLUT3 UGCG UGGT1 UGGT2 GOMF_GLUCURONOSYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GLUCURONOSYLTRANSFERASE_ACTIVITY B3GAT1 B3GAT2 B3GAT3 B4GAT1 CHPF CHPF2 CHSY1 CHSY3 CSGALNACT1 EXT1 EXT2 EXTL1 LARGE1 LARGE2 UGT1A1 UGT1A10 UGT1A3 UGT1A4 UGT1A5 UGT1A6 UGT1A7 UGT1A8 UGT1A9 UGT2A1 UGT2A2 UGT2A3 UGT2B10 UGT2B11 UGT2B15 UGT2B17 UGT2B28 UGT2B4 UGT2B7 UGT3A1 UGT3A2 GOMF_GLUCURONOSYL_N_ACETYLGALACTOSAMINYL_PROTEOGLYCAN_4_BETA_N_ACETYLGALACTOSAMINYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GLUCURONOSYL_N_ACETYLGALACTOSAMINYL_PROTEOGLYCAN_4_BETA_N_ACETYLGALACTOSAMINYLTRANSFERASE_ACTIVITY CHPF CHPF2 CHSY1 CHSY3 CSGALNACT1 CSGALNACT2 GOMF_GLUTAMATE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GLUTAMATE_BINDING CPS1 GAD2 GCLC GRIN1 GRIN2B GRIN2D SLC1A1 SLC1A3 GOMF_GLUTAMATE_GATED_CALCIUM_ION_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GLUTAMATE_GATED_CALCIUM_ION_CHANNEL_ACTIVITY GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GOMF_GLUTAMATE_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GLUTAMATE_RECEPTOR_ACTIVITY GRIA1 GRIA2 GRIA3 GRIA4 GRID1 GRID2 GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B GRM1 GRM2 GRM3 GRM4 GRM5 GRM6 GRM7 GRM8 PTK2B GOMF_GLUTAMATE_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GLUTAMATE_RECEPTOR_BINDING ADORA2A AKAP5 ATP2B2 CACNG2 CACNG3 CACNG4 CAMK2A CDK5R1 DLG4 DNM3 DRD2 FLOT1 FYN GNAS GRIA1 GRIP2 GRIPAP1 HIP1 HOMER1 HOMER2 HOMER3 IGSF11 MT-ND2 MYL12A NECAB2 NETO1 NETO2 NHERF1 NHERF2 NSF NSG1 OPHN1 PLCG1 PRNP PTPN4 RAPSN RASGRF1 SDCBP SHANK1 SHANK2 SHANK3 SHISA6 SHISA7 SQSTM1 SYNDIG1 GOMF_GLUTAMATE_SODIUM_SYMPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GLUTAMATE_SODIUM_SYMPORTER_ACTIVITY SLC1A1 SLC1A2 SLC1A3 SLC1A6 SLC1A7 GOMF_GLUTATHIONE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GLUTATHIONE_BINDING GSS GSTM1 GSTM2 GSTM3 GSTM4 LANCL1 MGST2 MMACHC PTGES PTGES2 GOMF_GLUTATHIONE_DISULFIDE_OXIDOREDUCTASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GLUTATHIONE_DISULFIDE_OXIDOREDUCTASE_ACTIVITY GLRX GLRX2 GSR GSTO1 GSTO2 GOMF_GLUTATHIONE_HYDROLASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GLUTATHIONE_HYDROLASE_ACTIVITY GGT1 GGT2P GGT3P GGT5 GGT6 GGT7 GGTLC1 GGTLC2 GGTLC3 GOMF_GLUTATHIONE_PEROXIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GLUTATHIONE_PEROXIDASE_ACTIVITY ALOX5AP CLIC2 GPX1 GPX2 GPX3 GPX4 GPX5 GPX6 GPX7 GPX8 GSTA1 GSTK1 GSTM2 GSTP1 GSTT1 GSTZ1 LTC4S MGST1 MGST2 MGST3 PRDX6 PTGES GOMF_GLUTATHIONE_TRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GLUTATHIONE_TRANSFERASE_ACTIVITY ALOX5AP CLIC2 GSTA1 GSTA2 GSTA3 GSTA4 GSTA5 GSTK1 GSTM1 GSTM2 GSTM3 GSTM4 GSTM5 GSTO1 GSTO2 GSTP1 GSTT1 GSTT2 GSTT2B GSTT4 GSTZ1 HPGDS LANCL1 LTC4S MGST1 MGST2 MGST3 PTGES SH3BGRL3 GOMF_GLUTATHIONE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GLUTATHIONE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ABCC1 ABCC4 ABCC5 GJA1 SLC13A3 GOMF_GLYCERALDEHYDE_3_PHOSPHATE_DEHYDROGENASE_NADPLUS_NON_PHOSPHORYLATING_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GLYCERALDEHYDE_3_PHOSPHATE_DEHYDROGENASE_NADPLUS_NON_PHOSPHORYLATING_ACTIVITY ALDH1A1 ALDH1B1 ALDH2 ALDH3A2 ALDH3B2 ALDH7A1 ALDH9A1 GOMF_GLYCEROL_3_PHOSPHATE_O_ACYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GLYCEROL_3_PHOSPHATE_O_ACYLTRANSFERASE_ACTIVITY GNPAT GPAM GPAT2 GPAT3 GPAT4 GOMF_GLYCEROL_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GLYCEROL_CHANNEL_ACTIVITY AQP10 AQP11 AQP3 AQP7 AQP7B AQP7P3 AQP9 GOMF_GLYCEROL_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GLYCEROL_TRANSMEMBRANE_TRANSPORTER_ACTIVITY AQP1 AQP10 AQP11 AQP2 AQP3 AQP7 AQP7B AQP7P3 AQP9 GOMF_GLYCEROPHOSPHODIESTER_PHOSPHODIESTERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GLYCEROPHOSPHODIESTER_PHOSPHODIESTERASE_ACTIVITY ENPP6 GDE1 GDPD2 GDPD4 GDPD5 GOMF_GLYCEROPHOSPHOLIPID_FLIPPASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GLYCEROPHOSPHOLIPID_FLIPPASE_ACTIVITY ABCA3 ABCA4 ABCB1 ATP10A ATP10B ATP11A ATP11B ATP11C ATP8A1 ATP8A2 ATP8B1 ATP8B2 MFSD2A GOMF_GLYCINE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GLYCINE_BINDING GLDC GLRA1 GLRA2 GLRA3 GLRB GNMT GRIN1 GRIN2B GRIN3A GRIN3B SRR GOMF_GLYCINE_N_ACYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GLYCINE_N_ACYLTRANSFERASE_ACTIVITY GLYAT GLYATL1 GLYATL1B GLYATL2 GLYATL3 GOMF_GLYCINE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GLYCINE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY SLC25A38 SLC32A1 SLC36A1 SLC36A2 SLC36A3 SLC38A1 SLC38A5 SLC6A5 SLC6A9 SLC7A8 GOMF_GLYCOGEN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GLYCOGEN_BINDING PPP1R3A PPP1R3B PPP1R3C PPP1R3D PPP1R3E PPP1R3F PPP1R3G STBD1 GOMF_GLYCOLIPID_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GLYCOLIPID_BINDING CD1C CEACAM5 CLEC4E CLIP3 CLN3 CLN6 DPEP1 EPDR1 FCGR3B GLTP GPAA1 HSPA2 IL2 LAMA1 LYN MAG MANF MPPE1 PIGK PIGU PLEKHA8 PPT1 PSAP RTN4R SELL SELP THY1 TPP1 TREM2 GOMF_GLYCOLIPID_MANNOSYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GLYCOLIPID_MANNOSYLTRANSFERASE_ACTIVITY ALG11 ALG2 PIGB PIGM PIGV GOMF_GLYCOSAMINOGLYCAN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GLYCOSAMINOGLYCAN_BINDING AAMP ACAN ADA2 ADAMTS1 ADAMTS15 ADAMTS3 ADAMTS5 ADAMTS8 ADAMTSL5 ADGRE2 ADGRG1 AGRN ALK ANG ANGPTL3 ANOS1 ANXA6 AOC1 APLP1 APLP2 APOA5 APOB APOE APOH APP AZU1 BCAN BGN BMP4 BMP7 BSPH1 C1QBP CCDC80 CCL15 CCL23 CCL7 CCL8 CCN1 CCN2 CCN3 CCN4 CCN5 CCN6 CD44 CEL CEMIP CFH CHODL CLEC3B COL11A1 COL11A2 COL13A1 COL17A1 COL23A1 COL25A1 COL28A1 COL5A1 COL5A3 COLQ COMP CRISPLD2 CTSG CXCL10 CXCL11 CXCL13 CXCL6 CXCL8 DCN DEFB106A DEFB106B DPYSL3 ECM2 EFEMP2 EGFLAM ELANE ELSPBP1 ENG EPYC EVA1C EXTL2 F11 F2 FBLN7 FBN1 FGF1 FGF10 FGF2 FGF4 FGF7 FGF9 FGFBP1 FGFBP3 FGFR1 FGFR2 FGFR4 FGFRL1 FN1 FSTL1 FURIN GNS GPNMB GREM2 H1-1 HABP2 HAPLN1 HAPLN2 HAPLN3 HAPLN4 HBEGF HDGF HK1 HMMR HRG HSD17B12 HYAL2 IGHM IMPG1 IMPG2 ITIH1 ITIH2 JCHAIN KNG1 LAMC2 LAYN LGR6 LIPC LIPG LIPH LIPI LPA LPL LRPAP1 LRTM1 LRTM2 LTBP2 LTBP4 LTF LXN LYSMD3 LYVE1 MDK MPIG6B MPO MSTN NAV2 NCAN NDNF NELL1 NELL2 NLRP3 NOD1 NOD2 NRP1 NRP2 PAFAH1B1 PCOLCE PCOLCE2 PCSK6 PDCD5 PF4 PF4V1 PGF PGLYRP1 PGLYRP2 PGLYRP3 PGLYRP4 PLA2G2D PODXL2 POSTN PPIA PRELP PRG2 PRNP PRSS57 PTCH1 PTN PTPRC PTPRF PTPRS REG1A REG1B REG3A REG3G REG4 RNASE7 RPL22 RPL29 RSPO1 RSPO2 RSPO3 RSPO4 RTN4R RTN4RL1 SAA1 SELL SELP SEMA5A SERPINA10 SERPINA5 SERPINC1 SERPIND1 SERPINE2 SFRP1 SHH SLIT1 SLIT2 SLIT3 SMOC1 SMOC2 SOD3 SOST SPOCK2 SPOCK3 STAB1 STAB2 SULF1 SULF2 SUSD5 TENM1 TGFBR2 TGFBR3 TGFBR3L THBS1 THBS2 THBS3 THBS4 TLR2 TMEM184A TNFAIP6 TNXB TREM2 TWSG1 USP17L24 USP17L6P VCAN VEGFA VEGFB VIT VTN ZG16 ZNF146 ZNF207 GOMF_GLYCOSPHINGOLIPID_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GLYCOSPHINGOLIPID_BINDING CLIP3 EPDR1 IL2 LAMA1 LYN MAG PSAP RTN4R SELL SELP GOMF_GLYCOSYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GLYCOSYLTRANSFERASE_ACTIVITY A3GALT2 A4GALT A4GNT ABO AGL ALG1 ALG10 ALG10B ALG11 ALG12 ALG13 ALG14 ALG1L2 ALG2 ALG3 ALG5 ALG6 ALG8 ALG9 APRT ARF4 ART1 ART3 ART4 ART5 B3GALNT1 B3GALNT2 B3GALT1 B3GALT2 B3GALT4 B3GALT5 B3GALT6 B3GALT9 B3GAT1 B3GAT2 B3GAT3 B3GLCT B3GNT2 B3GNT3 B3GNT4 B3GNT5 B3GNT6 B3GNT7 B3GNT8 B3GNT9 B3GNTL1 B4GALNT1 B4GALNT2 B4GALNT3 B4GALNT4 B4GALT1 B4GALT2 B4GALT3 B4GALT4 B4GALT5 B4GALT6 B4GALT7 B4GAT1 C1GALT1 C1GALT1C1 C1GALT1C1L C20orf173 CERCAM CHPF CHPF2 CHSY1 CHSY3 COLGALT1 COLGALT2 CSGALNACT1 CSGALNACT2 DPAGT1 DPM1 DPY19L1 DPY19L2 DPY19L2P1 DPY19L2P2 DPY19L3 DPY19L4 EOGT EXT1 EXT2 EXTL1 EXTL2 EXTL3 FUT1 FUT10 FUT11 FUT2 FUT3 FUT4 FUT5 FUT6 FUT7 FUT8 FUT9 GALNT1 GALNT10 GALNT11 GALNT12 GALNT13 GALNT14 GALNT15 GALNT16 GALNT17 GALNT18 GALNT2 GALNT3 GALNT4 GALNT5 GALNT6 GALNT7 GALNT8 GALNT9 GALNTL5 GALNTL6 GBA1 GBA2 GBE1 GBGT1 GCNT1 GCNT2 GCNT3 GCNT4 GCNT7 GLT1D1 GLT6D1 GLT8D1 GLT8D2 GTDC1 GXYLT1 GXYLT2 GYG1 GYG2 GYS1 GYS2 HAS1 HAS2 HAS3 HEXA HEXB HPRT1 HYAL1 LACC1 LALBA LARGE1 LARGE2 LFNG MFNG MGAT1 MGAT2 MGAT3 MGAT4A MGAT4B MGAT4C MGAT4D MGAT5 MGAT5B MTAP NAMPT OGT OSTC PARP1 PARP10 PARP11 PARP12 PARP14 PARP15 PARP16 PARP2 PARP3 PARP4 PARP6 PARP8 PARP9 PGAP4 PIGA PIGB PIGM PIGP PIGV PIGY PIGZ PLOD1 PLOD2 PLOD3 PNP POFUT1 POFUT2 POGLUT1 POGLUT2 POGLUT3 POMGNT1 POMGNT2 POMT1 POMT2 PPAT PRTFDC1 PYGB PYGL PYGM QPRT QTRT1 QTRT2 RFNG RPN1 RPN2 RXYLT1 SIRT1 SIRT2 SIRT3 SIRT4 SIRT5 SIRT6 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST3GAL5 ST3GAL6 ST6GAL1 ST6GAL2 ST6GALNAC1 ST6GALNAC2 ST6GALNAC3 ST6GALNAC4 ST6GALNAC5 ST6GALNAC6 ST8SIA1 ST8SIA2 ST8SIA3 ST8SIA4 ST8SIA5 ST8SIA6 STT3A STT3B TIPARP TMEM260 TMTC1 TMTC2 TMTC3 TMTC4 TNKS TNKS2 TYMP UGCG UGGT1 UGGT2 UGT1A1 UGT1A10 UGT1A3 UGT1A4 UGT1A5 UGT1A6 UGT1A7 UGT1A8 UGT1A9 UGT2A1 UGT2A2 UGT2A3 UGT2B10 UGT2B11 UGT2B15 UGT2B17 UGT2B28 UGT2B4 UGT2B7 UGT3A1 UGT3A2 UGT8 UMPS UPP1 UPP2 XXYLT1 XYLT1 XYLT2 ZC3HAV1 GOMF_GPI_ANCHOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GPI_ANCHOR_BINDING CEACAM5 DPEP1 FCGR3B GPAA1 MPPE1 PIGK PIGU THY1 GOMF_GPI_LINKED_EPHRIN_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GPI_LINKED_EPHRIN_RECEPTOR_ACTIVITY EPHA3 EPHA4 EPHA5 EPHA7 EPHA8 NTRK1 GOMF_GROWTH_FACTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GROWTH_FACTOR_ACTIVITY ADA2 AGT AMBN AMELX AMH ANGPTL3 AREG ARTN BDNF BMP1 BMP10 BMP15 BMP2 BMP3 BMP4 BMP5 BMP6 BMP7 BMP8A BMP8B BTC CCN3 CCN6 CD320 CDNF CLCF1 CLEC11A CNTF CSF1 CSF2 CSF3 CSH1 CSH2 CSHL1 CSPG5 CXCL1 CXCL12 DKK1 EFEMP1 EGF ENDOU EPGN EREG F2 FGF1 FGF10 FGF11 FGF12 FGF13 FGF14 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 GDF1 GDF10 GDF11 GDF15 GDF2 GDF3 GDF5 GDF6 GDF7 GDF9 GDNF GFER GH1 GH2 GKN1 GMFB GMFG GPI GRN HBEGF HDGF HDGFL3 HGF IGF1 IGF2 IL10 IL11 IL12A IL12B IL2 IL3 IL34 IL4 IL5 IL6 IL7 IL9 INHA INHBA INHBB INHBC INHBE JAG1 JAG2 KITLG LACRT LEFTY1 LEFTY2 LIF MACC1 MANF MDK MIA MSTN NENF NGF NODAL NRG1 NRG2 NRG3 NRG4 NRTN NTF3 NTF4 OGN OSGIN1 OSGIN2 OSM PDGFA PDGFB PDGFC PDGFD PGF PPBP PROK1 PSPN PTN RABEP1 RABEP2 REG1A TDGF1 TDGF1P3 TFF1 TGFA TGFB1 TGFB2 TGFB3 THBS4 THPO TIMP1 TYMP VEGFA VEGFB VEGFC VEGFD VGF GOMF_GROWTH_FACTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GROWTH_FACTOR_BINDING A2M ACVR1 ACVR1B ACVR1C ACVR2A ACVR2B ACVRL1 API5 BMPR2 CCN1 CCN2 CD109 CD36 CEP57 CHRDL1 COL1A1 COL1A2 COL2A1 COL3A1 COL4A1 COL5A1 COL6A1 CSF1R CXCL13 EGFR ENG EPHA2 EPHA7 EPHA8 ERBB2 ERBB3 FBXW7-AS1 FGFBP1 FGFBP2 FGFBP3 FGFR1 FGFR2 FGFR3 FGFR4 FGFRL1 FIBP FLT1 FLT3 FLT4 FSTL4 FURIN GHR GHRHR GLG1 GPC1 HAP1 HAX1 HTRA1 HYAL2 IGF1R IGF2R IGFALS IGFBP1 IGFBP2 IGFBP3 IGFBP4 IGFBP5 IGFBP6 IGFBP7 IGFBPL1 IL10RA IL11RA IL1R1 IL1R2 IL1RAPL1 IL1RN IL2RA IL2RB IL2RG IL36RN IL6R IL6ST IL9R INSR ITGA6 ITGAV ITGB3 ITGB4 KAZALD1 KDR KIT KL KLB LIFR LRP2 LRRC32 LTBP1 LTBP2 LTBP3 LTBP4 NGFR NKD2 NLRP7 NRDC NRP1 NRP2 NRROS NTRK1 NTRK2 NTRK3 OSMR PCSK6 PDGFA PDGFB PDGFRA PDGFRB PXDN RHBDF1 RHBDF2 RPS19 RPS2 S100A13 SCN5A SDCBP SEC61B SHC1 SORT1 SRPX2 TEK TGFB3 TGFBR1 TGFBR2 TGFBR3 TGFBR3L THBS1 TRIM16 TSKU TWSG1 VASN WFIKKN1 WFIKKN2 GOMF_GROWTH_FACTOR_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GROWTH_FACTOR_RECEPTOR_BINDING ADAM17 AGR2 AREG ARF4 ARTN ATXN2 BTC CADM4 CBLC CCDC88A CD300LF CDH5 CNOT9 CNTF CSF2 CSF3 DAB2IP ECM1 EFEMP1 EGF EPGN ERAP1 ERBB4 EREG ERN1 ESM1 FAM83B FER FGF1 FGF10 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FLRT2 FLRT3 FRS2 FRS3 FYN GATA3 GDNF GLMN GRAP GRB2 GREM1 HBEGF HIP1 IL10 IL11 IL12A IL12B IL12RB1 IL1A IL1B IL1F10 IL1R1 IL1RAP IL1RN IL2 IL21 IL23R IL3 IL36A IL36B IL36G IL36RN IL37 IL4 IL5 IL6 IL6R IL6ST IL7 IL9 IRAK4 ITGA5 ITGB3 JAK2 KL KLB LINGO1 LYN MS4A1 MYD88 NCSTN NHERF1 NPTN NRTN PDCL3 PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PGF PIBF1 PLSCR1 PSEN1 PSPN PTPRJ PYCARD RNF126 RNF41 SDCBP SHC1 SLA SNX1 SNX2 SNX4 SOCS5 SOS1 TGFA TIMM50 TLR5 TLR9 TNK2 TOLLIP TRIP6 TSLP VAV2 VAV3 VEGFA VEGFB VEGFC VEGFD GOMF_GROWTH_HORMONE_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GROWTH_HORMONE_RECEPTOR_BINDING CSH1 CSH2 CSHL1 GH1 GH2 JAK1 JAK2 JAK3 SOCS2 TYK2 GOMF_GTPASE_ACTIVATING_PROTEIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GTPASE_ACTIVATING_PROTEIN_BINDING ARHGAP35 CDH1 FMNL1 FMNL3 GAPVD1 NKIRAS1 NKIRAS2 PIN1 PLCD1 PLXNB1 RGS14 TUBB GOMF_GTPASE_ACTIVATOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GTPASE_ACTIVATOR_ACTIVITY ABR ACAP1 ACAP2 ACAP3 ADAP1 ADAP2 ADGRB3 AGAP1 AGAP11 AGAP2 AGAP3 AGAP4 AGAP5 AGAP6 AGAP7P AGAP9 AGFG1 AGFG2 ALDH1A1 ALS2 ALS2CL ANKRD27 ARAP1 ARAP2 ARAP3 ARFGAP1 ARFGAP2 ARFGAP3 ARFGEF1 ARHGAP1 ARHGAP10 ARHGAP11A ARHGAP11B ARHGAP12 ARHGAP15 ARHGAP17 ARHGAP18 ARHGAP19 ARHGAP20 ARHGAP21 ARHGAP22 ARHGAP23 ARHGAP24 ARHGAP25 ARHGAP26 ARHGAP27 ARHGAP28 ARHGAP29 ARHGAP30 ARHGAP31 ARHGAP32 ARHGAP33 ARHGAP35 ARHGAP36 ARHGAP39 ARHGAP4 ARHGAP40 ARHGAP42 ARHGAP44 ARHGAP45 ARHGAP5 ARHGAP6 ARHGAP8 ARHGAP9 ARHGDIA ARHGDIB ARHGDIG ARHGEF1 ARHGEF10L ARHGEF11 ARHGEF12 ARHGEF15 ARHGEF19 ARHGEF6 ARRB1 ASAP1 ASAP2 ASAP3 BCR BNIP2 CDC42EP2 CHM CHML CHN1 CHN2 DAB2IP DEPDC1 DEPDC1B DEPDC5 DLC1 DNM1L DOCK1 DOCK2 DOCK3 DOCK4 DOCK5 ECT2 EIF5 ELMOD1 ELMOD2 ELMOD3 ERRFI1 EVI5 EVI5L FAM13A FAM13B FLCN GAPVD1 GARNL3 GDI1 GDI2 GIT1 GIT2 GMIP GNAQ GNB5 GRTP1 HACD3 HTR2B IQGAP1 IQGAP2 IQGAP3 JUN LARS1 LLGL1 LLGL2 LRRK2 MTSS2 MYO9A MYO9B NCKAP1L NF1 NPRL2 NPRL3 NRP1 OCRL OPHN1 PGAM5 PLCB1 PLEKHG6 PLXNB1 PREB PREX1 PREX2 RAB3GAP1 RAB3GAP2 RABEP1 RABEP2 RABGAP1 RABGAP1L RACGAP1 RALBP1 RALGAPA1 RALGAPA2 RALGAPB RANBP1 RANBP2 RANBP3 RANBP3L RANGAP1 RAP1GAP RAP1GAP2 RAPGEF2 RASA1 RASA2 RASA3 RASA4 RASA4B RASAL1 RASAL2 RASAL3 RASGRP3 RGPD1 RGPD2 RGPD3 RGPD4 RGPD5 RGPD6 RGPD8 RGS1 RGS10 RGS11 RGS12 RGS14 RGS16 RGS17 RGS18 RGS2 RGS20 RGS3 RGS4 RGS5 RGS6 RGS7 RGS8 RGS9 RIN1 RIN2 RIN3 RINL RP2 SEC23A SEC23B SGSM1 SGSM2 SGSM3 SH3BP1 SIPA1 SIPA1L1 SIPA1L2 SIPA1L3 SMAP1 SMAP2 SMCR8 SOS1 SRGAP1 SRGAP2 SRGAP3 STARD13 STARD8 STXBP5 STXBP5L SYDE1 SYDE2 SYNGAP1 TAGAP TBC1D1 TBC1D10A TBC1D10B TBC1D10C TBC1D12 TBC1D13 TBC1D14 TBC1D15 TBC1D16 TBC1D17 TBC1D19 TBC1D2 TBC1D20 TBC1D21 TBC1D22A TBC1D22B TBC1D24 TBC1D25 TBC1D26 TBC1D2B TBC1D3 TBC1D30 TBC1D3B TBC1D3C TBC1D3D TBC1D3E TBC1D3F TBC1D3G TBC1D3H TBC1D3I TBC1D3K TBC1D3L TBC1D4 TBC1D5 TBC1D7 TBC1D8 TBC1D8B TBC1D9 TBC1D9B TBCD TBCK THY1 TIAM2 TSC2 USP6NL VAV3 VPS9D1 WNT11 GOMF_GTPASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GTPASE_ACTIVITY ABCA4 ABCE1 ADSS1 AGAP1 AGAP11 AGAP2 AGAP3 AGAP4 AGAP5 AGAP6 AGAP7P AGAP9 ARF1 ARF3 ARF4 ARF5 ARF6 ARFRP1 ARHGAP35 ARHGAP5 ARHGDIB ARL1 ARL10 ARL11 ARL13A ARL13B ARL14 ARL15 ARL16 ARL17B ARL2 ARL3 ARL4A ARL4C ARL4D ARL5A ARL5B ARL5C ARL6 ARL8A ARL8B ARL9 ATL1 ATL2 ATL3 BMS1 CDC42 CPLANE2 CRACR2A DDX3X DIRAS1 DIRAS2 DIRAS3 DNAJC27 DNM1 DNM1L DNM1P34 DNM2 DNM3 DRG1 DRG2 EEF1A1 EEF1A1P5 EEF1A2 EEF2 EEFSEC EFL1 EFTUD2 EIF2S3 EIF2S3B EIF5B ENTPD4 ENTPD7 ERAS GBP1 GBP2 GBP3 GBP4 GBP5 GBP6 GBP7 GCH1 GEM GFM1 GFM2 GIMAP7 GNA11 GNA12 GNA13 GNA14 GNA15 GNAI1 GNAI2 GNAI3 GNAL GNAO1 GNAQ GNAS GNAT1 GNAT2 GNAT3 GNAZ GNB1 GNB2 GNB3 GNB5 GNG10 GNG11 GNG3 GNG5 GNG8 GNGT1 GNGT2 GNL1 GNL2 GPN1 GPN2 GPN3 GSPT1 GSPT2 GTPBP1 GTPBP10 GTPBP2 GTPBP3 GTPBP4 GUF1 HBS1L HRAS IFT22 IFT27 IRGC IRGM KRAS LRRK2 LSG1 MFN1 MFN2 MMAA MMUT MRAS MTG1 MTG2 MTIF2 MX1 MX2 NKIRAS1 NKIRAS2 NLRP10 NRAS NTPCR NUGGC OPA1 RAB10 RAB11A RAB11B RAB12 RAB13 RAB14 RAB15 RAB17 RAB18 RAB19 RAB1A RAB1B RAB1C RAB20 RAB21 RAB22A RAB23 RAB24 RAB25 RAB26 RAB27A RAB27B RAB28 RAB29 RAB2A RAB2B RAB30 RAB31 RAB32 RAB33A RAB33B RAB34 RAB35 RAB36 RAB37 RAB38 RAB39A RAB39B RAB3A RAB3B RAB3C RAB3D RAB40A RAB40AL RAB40B RAB40C RAB41 RAB42 RAB43 RAB44 RAB4A RAB4B RAB5A RAB5B RAB5C RAB6A RAB6B RAB6C RAB6D RAB7A RAB7B RAB8A RAB8B RAB9A RAB9B RABL2A RABL2B RABL3 RABL6 RAC1 RAC2 RAC3 RALA RALB RAN RAP1A RAP1B RAP1BL RAP1GAP RAP2A RAP2B RAP2C RASA1 RASD1 RASD2 RASEF RASL10A RASL10B RASL11A RASL11B RASL12 REM1 REM2 RERG RERGL RGS1 RGS10 RGS11 RGS12 RGS13 RGS14 RGS16 RGS17 RGS18 RGS19 RGS2 RGS20 RGS21 RGS3 RGS4 RGS5 RGS6 RGS7 RGS8 RGS9 RHEB RHEBL1 RHOA RHOB RHOBTB1 RHOBTB2 RHOBTB3 RHOC RHOD RHOF RHOG RHOH RHOJ RHOQ RHOT1 RHOT2 RHOU RHOV RIT1 RIT2 RND1 RND2 RND3 RNF112 RRAD RRAGA RRAGB RRAGC RRAGD RRAS RRAS2 SAR1A SAR1B SEPTIN1 SEPTIN10 SEPTIN11 SEPTIN12 SEPTIN14 SEPTIN2 SEPTIN3 SEPTIN4 SEPTIN5 SEPTIN6 SEPTIN7 SEPTIN8 SEPTIN9 SRP54 SRPRA TBCC TMEM250 TPPP TRIM23 TSR1 TUBA1B TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B TUFM ZNG1E GOMF_GTPASE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GTPASE_BINDING ABCA1 ABI2 ADCYAP1R1 AFDN AIMP1 AKAP13 ALS2 ALS2CL AMBRA1 ANKFY1 ANKRD27 AP1G1 AP3M1 ARFIP2 ARHGAP1 ARHGAP44 ARHGDIB ARHGEF16 ARHGEF2 ASB15 ATG14 ATG16L1 ATP6AP1 ATP7A BECN1 BICD1 BICD2 BICDL1 BICDL2 BIN1 BIRC5 BNIP3 BRAF BRK1 C15orf62 C9orf72 CAV1 CCDC186 CDC42BPB CDC42EP1 CDC42EP2 CDC42EP3 CDC42EP4 CDC42EP5 CDC42SE1 CDC42SE2 CDKL5 CHM CHML CIB1 CLTA CORO1C CSE1L CYFIP1 CYFIP2 CYRIA CYRIB DAAM1 DAAM2 DAPK3 DENND10 DENND1B DENND5A DENND5B DEPDC5 DIAPH1 DIAPH2 DIAPH3 DMXL2 DNM1L DOCK1 DOCK10 DOCK11 DOCK2 DOCK3 DOCK4 DOCK5 DOCK7 DVL1 DVL2 DVL3 ECT2 EHD1 ENO1 EPRS1 EPS8 ERC1 EVI5 EVI5L EXOC2 EXOC5 EXOC8 EXPH5 FARP1 FGD1 FGD2 FGD3 FGD4 FGD5 FGD6 FLNA FMNL1 FMNL2 FMNL3 FNBP1L GAPVD1 GARRE1 GAS8 GCC1 GCC2 GDI1 GDI2 GGA1 GGA2 GGA3 GIT1 GIT2 GNB1 GNB2 GNB3 GOLGA4 GOLGA5 GRIA1 HACE1 HPS4 HPS6 HSP90AA1 IARS1 IFT20 INF2 IPO11 IPO13 IPO4 IPO5 IPO7 IPO8 IPO9 IQGAP1 IQGAP2 IQGAP3 ITPKA KCTD13 KIF3A KIF3B KNTC1 KPNB1 LAMTOR1 LCP1 LRRK2 LSM2 LZTR1 MAP3K11 MAPKAP1 MARCHF5 MEGF9 MICAL1 MICALL1 MICALL2 MLPH MTSS2 MYCBP2 MYO1C MYO5A MYO5B MYO9B MYRIP NCF2 NCKAP1 NDRG1 NGFR NOX1 NOXA1 NPC1L1 NUTF2 NXT1 OCRL PAK1 PAK2 PAK3 PARD6A PDE6D PEX5 PEX5L PFN1 PICALM PIFO PIH1D2 PKN1 PKN2 PKN3 PLCE1 PLEKHG1 PLEKHG2 PLEKHG3 POU4F1 PPP6R1 PREB PRKCH RAB11FIP1 RAB11FIP2 RAB11FIP3 RAB11FIP4 RAB11FIP5 RAB29 RAB34 RAB3GAP1 RAB3GAP2 RAB3IP RAB7A RAB8A RABAC1 RABGAP1 RABGAP1L RABGEF1 RABGGTA RABGGTB RADIL RAF1 RALBP1 RANBP1 RANBP17 RANBP2 RANBP9 RANGAP1 RANGRF RAP1A RAP1GAP RAPGEF4 RAPGEF6 RASA1 RASGRP3 RASIP1 RBSN RCC1 RCC2 RGP1 RGPD8 RHOBTB3 RHOH RIC1 RILP RILPL1 RILPL2 RIMS1 RIMS2 RIMS3 RIMS4 RIN1 RIN2 RIN3 RINL RNF152 RNF41 ROCK1 ROCK2 RPH3A RPH3AL RPTOR RRAGB RRAGC RRAGD RTKN RUSC2 SGSM1 SGSM2 SGSM3 SH3BP4 SIKE1 SOD1 SORL1 SPHK2 SPTBN1 SRGAP2 STOML2 STRIP1 STRN3 SYTL1 SYTL2 SYTL3 SYTL4 SYTL5 TAMALIN TBC1D13 TBC1D20 TBC1D21 TBC1D30 TBC1D7 TMEM127 TNFAIP1 TNPO1 TNPO2 TNPO3 TRIOBP TRIP11 TSC2 ULK1 UNC13B UNC13D USP33 USP6NL VPS9D1 WAS WASF1 WDR44 WHAMM XPO1 XPO4 XPO5 XPO6 XPO7 XPOT YBX1 YBX3 YIPF1 YIPF2 GOMF_GTPASE_INHIBITOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GTPASE_INHIBITOR_ACTIVITY CDC42SE1 CPEB2 GPS1 GPS2 IPO5 IQGAP1 IQGAP2 PDE6D RHOH RTKN SLIT2 TNK2 GOMF_GTP_DEPENDENT_PROTEIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GTP_DEPENDENT_PROTEIN_BINDING AP1G1 AP3B1 ARFIP2 CDC42 DNM1L EEA1 GCH1 HPS6 MRAS PARD6A RAB32 RAB34 RAB38 RAB3A RAB3C RAB3D RAB5B RAPGEF5 RAPGEF6 RASGRP4 UNC13B GOMF_GUANINE_NUCLEOTIDE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GUANINE_NUCLEOTIDE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ABCC4 LRRC8A SLC17A9 SLC19A1 SLC46A2 GOMF_GUANYLATE_CYCLASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GUANYLATE_CYCLASE_ACTIVITY GUCY1A1 GUCY1A2 GUCY1B1 GUCY2C GUCY2D GUCY2F NPR1 NPR2 GOMF_GUANYLATE_CYCLASE_REGULATOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GUANYLATE_CYCLASE_REGULATOR_ACTIVITY ENSG00000290147 GUCA1A GUCA1B GUCA1C GUCA2A GUCA2B NCS1 NHERF4 RCVRN GOMF_GUANYLATE_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GUANYLATE_KINASE_ACTIVITY CARD11 CASK DLG1 DLG2 GUK1 LRGUK MAGI3 MPP1 TJP2 GOMF_GUANYLYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GUANYLYLTRANSFERASE_ACTIVITY FPGT GDPGP1 GMPPB RNGTT TENT4A TENT4B THG1L GOMF_GUANYL_NUCLEOTIDE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GUANYL_NUCLEOTIDE_BINDING ACSM1 ACSM5 ACSM6 ADSS1 ADSS2 AGAP1 AGAP2 AGAP3 AK3 AK4 ANXA6 ARF1 ARF3 ARF4 ARF5 ARF6 ARFIP2 ARFRP1 ARHGAP35 ARHGAP5 ARHGEF5 ARL1 ARL10 ARL11 ARL13A ARL13B ARL14 ARL15 ARL16 ARL17B ARL2 ARL3 ARL4A ARL4C ARL4D ARL5A ARL5B ARL5C ARL6 ARL8A ARL8B ARL9 ATL1 ATL2 ATL3 BMS1 CDC42 CGAS CIITA CNGA1 CNGA2 CNGA3 CNGA4 CNGB1 CNGB3 CPLANE2 CRACR2A DAP3 DAPK1 DIRAS1 DIRAS2 DIRAS3 DNAJC27 DNM1 DNM1L DNM1P34 DNM2 DNM3 DRG1 DRG2 DYNC1LI1 EEF1A1 EEF1A1P5 EEF1A2 EEF2 EEFSEC EFL1 EFTUD2 EHD1 EHD2 EHD3 EHD4 EIF2B2 EIF2S3 EIF2S3B EIF5 EIF5B ERAL1 ERAS FKBP4 FPGT GBP1 GBP2 GBP3 GBP4 GBP5 GBP6 GBP7 GCH1 GEM GFM1 GFM2 GIMAP1 GIMAP2 GIMAP4 GIMAP5 GIMAP6 GIMAP7 GIMAP8 GIMD1 GLUD1 GLUD2 GMPPB GNA11 GNA12 GNA13 GNA14 GNA15 GNAI1 GNAI2 GNAI3 GNAL GNAO1 GNAQ GNAS GNAT1 GNAT2 GNAT3 GNAZ GNL1 GNL2 GNL3 GNL3L GPN1 GPN2 GPN3 GSPT1 GSPT2 GTPBP1 GTPBP10 GTPBP2 GTPBP3 GTPBP4 GTPBP6 GTPBP8 GUCY1A1 GUCY1A2 GUCY1B1 GUCY2C GUCY2D GUCY2F GUF1 GVINP1 HBS1L HHAT HRAS HSP90AA1 IFI44L IFT22 IFT27 INSR IRGC IRGM IRGQ KRAS LANCL2 LRRK1 LRRK2 LSG1 MAB21L1 MFHAS1 MFN1 MFN2 MIEF1 MMAA MOCS1 MPPED2 MRAS MTG1 MTG2 MTIF2 MX1 MX2 NIN NKIRAS1 NKIRAS2 NME1 NME2 NMUR2 NOA1 NOLC1 NPR1 NPR2 NRAS NUDT2 NUGGC OLA1 OPA1 PCK1 PCK2 PDE10A PDE11A PDE2A PDE5A PDE6C PDE6G PDE6H PIP4K2B PRKG1 PRKG2 RAB10 RAB11A RAB11B RAB12 RAB13 RAB14 RAB15 RAB17 RAB18 RAB19 RAB1A RAB1B RAB1C RAB20 RAB21 RAB22A RAB23 RAB24 RAB25 RAB26 RAB27A RAB27B RAB28 RAB29 RAB2A RAB2B RAB30 RAB31 RAB32 RAB33A RAB33B RAB34 RAB35 RAB36 RAB37 RAB38 RAB39A RAB39B RAB3A RAB3B RAB3C RAB3D RAB40A RAB40AL RAB40B RAB40C RAB41 RAB42 RAB43 RAB44 RAB4A RAB4B RAB5A RAB5B RAB5C RAB6A RAB6B RAB6C RAB6D RAB7A RAB7B RAB8A RAB8B RAB9A RAB9B RABL2A RABL2B RABL3 RABL6 RAC1 RAC2 RAC3 RALA RALB RAN RANBP17 RAP1A RAP1B RAP1BL RAP2A RAP2B RAP2C RAPGEF2 RASD1 RASD2 RASEF RASL10A RASL10B RASL11A RASL11B RASL12 RCC1L REM1 REM2 RERG RERGL RHEB RHEBL1 RHOA RHOB RHOBTB1 RHOBTB2 RHOC RHOD RHOF RHOG RHOH RHOJ RHOQ RHOT1 RHOT2 RHOU RHOV RIGI RIT1 RIT2 RND1 RND2 RND3 RNF112 RNGTT RP2 RRAD RRAGA RRAGB RRAGC RRAGD RRAS RRAS2 RTCB RTKN SAMHD1 SAR1A SAR1B SCG5 SEPHS1 SEPTIN1 SEPTIN10 SEPTIN11 SEPTIN12 SEPTIN14 SEPTIN2 SEPTIN3 SEPTIN4 SEPTIN5 SEPTIN6 SEPTIN7 SEPTIN8 SEPTIN9 SLC19A1 SPAG1 SRL SRP54 SRPRA SRPRB STING1 SUCLG2 TGM2 THG1L TRIM23 TSR1 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B TUBD1 TUBE1 TUBG1 TUBG2 TUFM UCP1 UPRT URGCP ZNG1A ZNG1B ZNG1C ZNG1E ZNG1F GOMF_GUANYL_NUCLEOTIDE_EXCHANGE_FACTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_GUANYL_NUCLEOTIDE_EXCHANGE_FACTOR_ACTIVITY ABR AKAP13 ALS2 ALS2CL ANKRD27 ARF4 ARFGEF1 ARFGEF2 ARFGEF3 ARHGEF1 ARHGEF10 ARHGEF10L ARHGEF11 ARHGEF12 ARHGEF15 ARHGEF16 ARHGEF17 ARHGEF18 ARHGEF19 ARHGEF2 ARHGEF25 ARHGEF26 ARHGEF28 ARHGEF3 ARHGEF33 ARHGEF37 ARHGEF38 ARHGEF39 ARHGEF4 ARHGEF40 ARHGEF5 ARHGEF6 ARHGEF7 ARHGEF9 BCAR3 BCR C9orf72 CCDC88A CCDC88C CCZ1 CYTH1 CYTH2 CYTH3 CYTH4 DEF6 DENND10 DENND11 DENND1A DENND1B DENND1C DENND2A DENND2B DENND2C DENND2D DENND3 DENND4A DENND4B DENND4C DENND5A DENND5B DENND6A DENND6B DIS3 DNMBP DOCK1 DOCK10 DOCK11 DOCK2 DOCK3 DOCK4 DOCK5 DOCK6 DOCK7 DOCK8 DOCK9 ECT2 ECT2L EEF1B2 EEF1D EGF EIF2B1 EIF2B2 EIF2B3 EIF2B4 EIF2B5 ELMO1 EPS8L1 EPS8L2 EPS8L3 FARP1 FARP2 FBXO8 FGD1 FGD2 FGD3 FGD4 FGD5 FGD6 FRMD7 GAPVD1 GBF1 GCGR GDPGP1 GNA13 GRIPAP1 HERC1 HERC2 HPS1 HPS4 IQSEC1 IQSEC2 IQSEC3 ITSN1 ITSN2 KALRN KIAA1755 KNDC1 LAMTOR1 LAMTOR2 LAMTOR3 LAMTOR4 LAMTOR5 MADD MCF2 MCF2L MCF2L2 MON1A MYCBP2 NET1 NGEF NUCB1 NUCB2 OBSCN P2RY12 PCP2 PLCD4 PLCE1 PLEKHG1 PLEKHG2 PLEKHG3 PLEKHG4 PLEKHG4B PLEKHG5 PLEKHG6 PLEKHG7 PREB PREX1 PREX2 PSD PSD2 PSD3 PSD4 PTGIR RAB3GAP1 RAB3GAP2 RAB3IL1 RAB3IP RABGEF1 RABIF RALGDS RALGPS1 RALGPS2 RANGRF RAP1A RAP1GDS1 RAPGEF1 RAPGEF2 RAPGEF3 RAPGEF4 RAPGEF5 RAPGEF6 RAPGEFL1 RASGEF1A RASGEF1B RASGEF1C RASGRF1 RASGRF2 RASGRP1 RASGRP2 RASGRP3 RASGRP4 RCBTB2 RCC1 RCC1L RCC2 RGL1 RGL2 RGL3 RGL4 RGP1 RHOD RHOF RHOU RIC1 RIC8A RIC8B RIN1 RIN2 RIN3 RINL RPGR SBF1 SBF2 SERGEF SH2D3A SH2D3C SH3BP5 SH3BP5L SLC38A9 SMCR8 SOS1 SOS2 SPATA13 SWAP70 TAGAP TBC1D10A TBXA2R THG1L TIAM1 TIAM2 TRIO VAV1 VAV2 VAV3 VPS9D1 WDR41 GOMF_G_PROTEIN_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_G_PROTEIN_ACTIVITY ARF6 ARL8B CDC42 ERAS GBP1 GNA11 HRAS IRGM KRAS MRAS NRAS RAB10 RAB11A RAB11B RAB1A RAB1B RAB1C RAB27A RAB27B RAB4A RAB4B RAB5A RAB5B RAB5C RAB7A RAC1 RAC3 RALA RALB RAN RAP1A RAP1B RAP2A RAP2B RAP2C RASL10A RASL10B RASL11A RASL11B RASL12 RERG RERGL RHOA RIT1 RIT2 GOMF_G_PROTEIN_ALPHA_SUBUNIT_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_G_PROTEIN_ALPHA_SUBUNIT_BINDING ADGRV1 CCDC88A CCDC88C DRD1 DRD2 F2R F2RL1 GAS2L2 GPSM1 GPSM2 GRIA1 HTR2B IGF1R IGF2R LPAR1 NUCB1 NUCB2 OPRM1 RGS1 RGS10 RGS14 RGS19 RGS2 RGS22 RGS4 RGS7 RIC8A RIC8B SASH1 GOMF_G_PROTEIN_BETA_GAMMA_SUBUNIT_COMPLEX_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_G_PROTEIN_BETA_GAMMA_SUBUNIT_COMPLEX_BINDING ADORA1 CETN1 CETN2 CETN3 GNA11 GNA12 GNA13 GNA14 GNA15 GNAI1 GNAI2 GNAI3 GNAL GNAO1 GNAQ GNAS GNAT1 GNAT2 GNAT3 GNAZ PIK3R5 PLCB2 GOMF_G_PROTEIN_BETA_SUBUNIT_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_G_PROTEIN_BETA_SUBUNIT_BINDING CCT5 F2R F2RL1 GNG10 GNG11 GNG12 GNG13 GNG14 GNG2 GNG3 GNG4 GNG5 GNG5B GNG7 GNG8 GNGT1 GNGT2 GRIA1 OPRM1 RASD1 RASD2 RGS11 RGS7 GOMF_G_PROTEIN_COUPLED_ACETYLCHOLINE_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_G_PROTEIN_COUPLED_ACETYLCHOLINE_RECEPTOR_ACTIVITY CHRM1 CHRM2 CHRM3 CHRM4 CHRM5 HRH3 HRH4 GOMF_G_PROTEIN_COUPLED_ADENOSINE_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_G_PROTEIN_COUPLED_ADENOSINE_RECEPTOR_ACTIVITY ADORA1 ADORA2A ADORA2B ADORA3 P2RY12 GOMF_G_PROTEIN_COUPLED_AMINE_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_G_PROTEIN_COUPLED_AMINE_RECEPTOR_ACTIVITY ADRA1A ADRA1B ADRA1D ADRA2A ADRA2B ADRA2C ADRB1 ADRB2 ADRB3 CHRM1 CHRM2 CHRM3 CHRM4 CHRM5 DRD4 HRH1 HRH2 HRH3 HRH4 HTR1A HTR1B HTR1D HTR1E HTR1F HTR2A HTR2B HTR2C HTR4 HTR5A HTR6 HTR7 TAAR1 TAAR2 TAAR3P TAAR5 TAAR6 TAAR8 TAAR9 ZNF219 GOMF_G_PROTEIN_COUPLED_CHEMOATTRACTANT_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_G_PROTEIN_COUPLED_CHEMOATTRACTANT_RECEPTOR_ACTIVITY ACKR2 ACKR3 ACKR4 CCR1 CCR10 CCR2 CCR3 CCR4 CCR5 CCR6 CCR7 CCR8 CCR9 CCRL2 CMKLR1 CX3CR1 CXCR1 CXCR2 CXCR3 CXCR4 CXCR5 CXCR6 GPR17 GPR35 GPR75 XCR1 GOMF_G_PROTEIN_COUPLED_GLUTAMATE_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_G_PROTEIN_COUPLED_GLUTAMATE_RECEPTOR_ACTIVITY GRIK3 GRM1 GRM2 GRM3 GRM4 GRM5 GRM6 GRM7 GRM8 GOMF_G_PROTEIN_COUPLED_GLUTAMATE_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_G_PROTEIN_COUPLED_GLUTAMATE_RECEPTOR_BINDING ADORA2A DNM3 FYN HOMER1 HOMER2 HOMER3 NECAB2 NHERF1 NHERF2 PRNP GOMF_G_PROTEIN_COUPLED_NEUROTRANSMITTER_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_G_PROTEIN_COUPLED_NEUROTRANSMITTER_RECEPTOR_ACTIVITY ADRB1 CHRM1 CHRM2 CHRM3 CHRM4 CHRM5 GABBR1 GABRB1 GRM1 HRH3 HRH4 GOMF_G_PROTEIN_COUPLED_OPIOID_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_G_PROTEIN_COUPLED_OPIOID_RECEPTOR_ACTIVITY NPBWR1 NPBWR2 OPRD1 OPRK1 OPRL1 OPRM1 SIGMAR1 GOMF_G_PROTEIN_COUPLED_PURINERGIC_NUCLEOTIDE_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_G_PROTEIN_COUPLED_PURINERGIC_NUCLEOTIDE_RECEPTOR_ACTIVITY GPR171 GPR34 GPR87 P2RY1 P2RY11 P2RY12 P2RY13 P2RY14 P2RY2 P2RY4 P2RY6 P2RY8 PTAFR GOMF_G_PROTEIN_COUPLED_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_G_PROTEIN_COUPLED_RECEPTOR_ACTIVITY ACKR1 ACKR2 ACKR3 ACKR4 ADCYAP1R1 ADGRA1 ADGRA2 ADGRA3 ADGRB1 ADGRB2 ADGRB3 ADGRD1 ADGRD2 ADGRE1 ADGRE2 ADGRE3 ADGRE5 ADGRF1 ADGRF2 ADGRF3 ADGRF4 ADGRF5 ADGRG1 ADGRG2 ADGRG3 ADGRG4 ADGRG5 ADGRG6 ADGRG7 ADGRL1 ADGRL2 ADGRL3 ADGRL4 ADGRV1 ADORA1 ADORA2A ADORA2B ADORA3 ADRA1A ADRA1B ADRA1D ADRA2A ADRA2B ADRA2C ADRB1 ADRB2 ADRB3 AGTR1 AGTR2 AGTRAP APLNR AR AVPR1A AVPR1B AVPR2 BDKRB1 BDKRB2 BRS3 C3AR1 C5AR1 C5AR2 CALCR CALCRL CASR CCKAR CCKBR CCR1 CCR10 CCR2 CCR3 CCR4 CCR5 CCR6 CCR7 CCR8 CCR9 CCRL2 CELSR1 CELSR2 CELSR3 CHRM1 CHRM2 CHRM3 CHRM4 CHRM5 CMKLR1 CMKLR2 CNR1 CNR2 CRCP CRHR1 CRHR2 CX3CR1 CXCR1 CXCR2 CXCR3 CXCR4 CXCR5 CXCR6 CYSLTR1 CYSLTR2 DRD1 DRD2 DRD3 DRD4 DRD5 EDNRA EDNRB ELOVL4 F2R F2RL1 F2RL2 F2RL3 FBXW7-AS1 FFAR1 FFAR2 FFAR3 FFAR4 FPR1 FPR2 FPR3 FSHR FZD1 FZD10 FZD2 FZD3 FZD4 FZD5 FZD6 FZD7 FZD8 FZD9 GABBR1 GABBR2 GABRB1 GAL GALR1 GALR2 GALR3 GCGR GHRHR GHSR GIPR GLP1R GLP2R GNAT2 GNRHR GNRHR2 GP1BA GPBAR1 GPER1 GPR101 GPR119 GPR12 GPR132 GPR135 GPR139 GPR141 GPR142 GPR143 GPR146 GPR148 GPR149 GPR15 GPR150 GPR151 GPR152 GPR153 GPR156 GPR157 GPR158 GPR160 GPR161 GPR162 GPR17 GPR171 GPR173 GPR174 GPR176 GPR179 GPR18 GPR182 GPR183 GPR19 GPR199P GPR20 GPR21 GPR22 GPR25 GPR26 GPR27 GPR3 GPR31 GPR32 GPR32P1 GPR33 GPR34 GPR35 GPR37 GPR37L1 GPR39 GPR4 GPR42 GPR45 GPR50 GPR52 GPR55 GPR6 GPR61 GPR62 GPR63 GPR65 GPR68 GPR75 GPR78 GPR82 GPR83 GPR84 GPR85 GPR87 GPR88 GPRC5A GPRC5B GPRC5C GPRC5D GPRC6A GRIK3 GRM1 GRM2 GRM3 GRM4 GRM5 GRM6 GRM7 GRM8 GRPR HCAR1 HCAR2 HCAR3 HCRTR1 HCRTR2 HPGD HRH1 HRH2 HRH3 HRH4 HTR1A HTR1B HTR1D HTR1E HTR1F HTR2A HTR2B HTR2C HTR4 HTR5A HTR6 HTR7 INPP5K KISS1R LANCL1 LGR4 LGR5 LGR6 LHCGR LPAR1 LPAR2 LPAR3 LPAR4 LPAR5 LPAR6 LTB4R LTB4R2 MAS1 MAS1L MC1R MC2R MC3R MC4R MC5R MCHR1 MCHR2 MLNR MRGPRD MRGPRE MRGPRF MRGPRG MRGPRX1 MRGPRX2 MRGPRX3 MRGPRX4 MTNR1A MTNR1B NLRP6 NMBR NMUR1 NMUR2 NPBWR1 NPBWR2 NPFFR1 NPFFR2 NPR1 NPR3 NPSR1 NPY NPY1R NPY2R NPY4R2 NPY5R NPY6R NTSR1 NTSR2 OPN1LW OPN1MW OPN1MW2 OPN1MW3 OPN1SW OPN3 OPN4 OPN5 OPRD1 OPRK1 OPRL1 OPRM1 OR10A2 OR10A3 OR10A4 OR10A5 OR10A6 OR10A7 OR10AC1 OR10AD1 OR10AG1 OR10C1 OR10D3 OR10D4P OR10G2 OR10G3 OR10G4 OR10G6 OR10G7 OR10G8 OR10G9 OR10H1 OR10H2 OR10H3 OR10H4 OR10H5 OR10J1 OR10J3 OR10J4 OR10J5 OR10J6P OR10K1 OR10K2 OR10P1 OR10Q1 OR10R2 OR10S1 OR10T2 OR10V1 OR10W1 OR10X1 OR10Z1 OR11A1 OR11G2 OR11H1 OR11H12 OR11H2 OR11H4 OR11H6 OR11H7 OR11L1 OR12D1 OR12D2 OR12D3 OR13A1 OR13C2 OR13C3 OR13C4 OR13C5 OR13C6P OR13C7 OR13C8 OR13C9 OR13D1 OR13F1 OR13G1 OR13H1 OR13J1 OR14A16 OR14A2 OR14C36 OR14I1 OR14J1 OR14K1 OR14L1P OR1A1 OR1A2 OR1B1 OR1C1 OR1D2 OR1D4 OR1D5 OR1E1 OR1E2 OR1E3 OR1F1 OR1F12P OR1F2P OR1G1 OR1I1 OR1J1 OR1J2 OR1J4 OR1K1 OR1L1 OR1L3 OR1L4 OR1L6 OR1L8 OR1M1 OR1N1 OR1N2 OR1P1 OR1Q1 OR1S1 OR1S2 OR2A1 OR2A12 OR2A14 OR2A2 OR2A25 OR2A4 OR2A42 OR2A5 OR2A7 OR2AE1 OR2AG1 OR2AG2 OR2AJ1 OR2AK2 OR2AP1 OR2AT4 OR2B11 OR2B2 OR2B3 OR2B6 OR2B8P OR2C1 OR2C3 OR2D2 OR2D3 OR2F1 OR2F2 OR2G2 OR2G3 OR2G6 OR2H1 OR2H2 OR2I1P OR2J1 OR2J2 OR2J3 OR2K2 OR2L13 OR2L2 OR2L3 OR2L5 OR2L8 OR2M2 OR2M3 OR2M4 OR2M5 OR2M7 OR2S2 OR2T1 OR2T10 OR2T11 OR2T12 OR2T2 OR2T27 OR2T29 OR2T3 OR2T33 OR2T34 OR2T35 OR2T4 OR2T5 OR2T6 OR2T7 OR2T8 OR2V1 OR2V2 OR2W1 OR2W3 OR2W5P OR2W6P OR2Y1 OR2Z1 OR3A1 OR3A2 OR3A3 OR4A15 OR4A16 OR4A47 OR4A4P OR4A5 OR4A8 OR4B1 OR4C11 OR4C12 OR4C13 OR4C15 OR4C16 OR4C3 OR4C45 OR4C46 OR4C5 OR4C6 OR4D1 OR4D10 OR4D11 OR4D2 OR4D5 OR4D6 OR4D9 OR4E1 OR4E2 OR4F15 OR4F16 OR4F17 OR4F21 OR4F29 OR4F3 OR4F4 OR4F5 OR4F6 OR4K1 OR4K13 OR4K14 OR4K15 OR4K17 OR4K2 OR4K3 OR4K5 OR4L1 OR4M1 OR4M2 OR4M2B OR4N2 OR4N4 OR4N5 OR4P4 OR4Q2 OR4Q3 OR4S1 OR4S2 OR4X1 OR4X2 OR51A2 OR51A4 OR51A7 OR51B2 OR51B4 OR51B5 OR51B6 OR51D1 OR51E1 OR51E2 OR51F1 OR51F2 OR51G1 OR51G2 OR51H1 OR51I1 OR51I2 OR51J1 OR51L1 OR51M1 OR51Q1 OR51S1 OR51T1 OR51V1 OR52A1 OR52A4P OR52A5 OR52B2 OR52B4 OR52B6 OR52D1 OR52E1 OR52E2 OR52E4 OR52E5 OR52E6 OR52E8 OR52H1 OR52I1 OR52I2 OR52J3 OR52K1 OR52K2 OR52L1 OR52L2P OR52M1 OR52N1 OR52N2 OR52N4 OR52N5 OR52P1 OR52R1 OR52W1 OR52Z1P OR56A1 OR56A3 OR56A4 OR56A5 OR56B1 OR56B2P OR56B4 OR5A1 OR5A2 OR5AC1 OR5AC2 OR5AK2 OR5AK3P OR5AL1 OR5AN1 OR5AP2 OR5AR1 OR5AS1 OR5AU1 OR5B12 OR5B17 OR5B2 OR5B21 OR5B3 OR5C1 OR5D13 OR5D14 OR5D16 OR5D18 OR5F1 OR5G3 OR5H1 OR5H14 OR5H15 OR5H2 OR5H6 OR5H8 OR5I1 OR5J2 OR5K1 OR5K2 OR5K3 OR5K4 OR5L1 OR5L2 OR5M1 OR5M10 OR5M11 OR5M3 OR5M8 OR5M9 OR5P2 OR5P3 OR5T1 OR5T2 OR5T3 OR5V1 OR5W2 OR6A2 OR6B1 OR6B2 OR6B3 OR6C1 OR6C2 OR6C3 OR6C4 OR6C6 OR6C65 OR6C68 OR6C70 OR6C74 OR6C75 OR6C76 OR6F1 OR6J1 OR6K2 OR6K3 OR6K6 OR6M1 OR6N1 OR6N2 OR6P1 OR6Q1 OR6S1 OR6T1 OR6V1 OR6X1 OR6Y1 OR7A10 OR7A17 OR7A2P OR7A5 OR7C1 OR7C2 OR7D2 OR7D4 OR7E24 OR7G1 OR7G2 OR7G3 OR8A1 OR8B12 OR8B2 OR8B3 OR8B4 OR8B8 OR8D1 OR8D2 OR8D4 OR8G1 OR8G2P OR8G3P OR8G5 OR8H1 OR8H2 OR8H3 OR8I2 OR8J1 OR8J2 OR8J3 OR8K1 OR8K3 OR8K5 OR8S1 OR8U1 OR8U3 OR8U8 OR8U9 OR9A1P OR9A2 OR9A4 OR9G1 OR9G4 OR9G9 OR9I1 OR9K2 OR9Q1 OR9Q2 OXER1 OXGR1 OXTR P2RY1 P2RY10 P2RY11 P2RY12 P2RY13 P2RY14 P2RY2 P2RY4 P2RY6 P2RY8 PAX8 PDGFRB PDGFRL PGR PPARG PRLHR PROKR1 PROKR2 PTAFR PTGDR PTGDR2 PTGER1 PTGER2 PTGER3 PTGER4 PTGFR PTGIR PTH1R PTH2R QRFPR RAMP1 RAMP2 RAMP3 RGR RHO RORB RRH RXFP1 RXFP2 RXFP3 RXFP4 S1PR1 S1PR2 S1PR3 S1PR4 S1PR5 SCTR SIGMAR1 SLC39A9 SMO SORCS1 SORCS2 SORCS3 SPHK1 SPHK2 SSTR1 SSTR2 SSTR3 SSTR4 SSTR5 SUCNR1 TAAR1 TAAR2 TAAR3P TAAR5 TAAR6 TAAR8 TAAR9 TACR1 TACR2 TACR3 TAPT1 TAS1R1 TAS1R2 TAS1R3 TAS2R1 TAS2R10 TAS2R13 TAS2R14 TAS2R16 TAS2R19 TAS2R20 TAS2R3 TAS2R30 TAS2R31 TAS2R38 TAS2R39 TAS2R4 TAS2R40 TAS2R41 TAS2R42 TAS2R43 TAS2R45 TAS2R46 TAS2R5 TAS2R50 TAS2R60 TAS2R7 TAS2R8 TAS2R9 TBXA2R TM2D1 TPRA1 TRHR TSHR UTS2R VIPR1 VIPR2 VN1R1 VN1R17P VN1R2 VN1R3 VN1R4 VN1R5 XCR1 ZNF219 GOMF_G_PROTEIN_COUPLED_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_G_PROTEIN_COUPLED_RECEPTOR_BINDING ACE ADA2 ADM ADORA1 ADORA2A ADRA2A ADRA2C ADRB1 ADRB3 AGRP AGT AGTR1 AKAP5 APELA APLN APLP1 ARAP1 ARHGEF1 ARHGEF11 ARHGEF12 ARMCX5-GPRASP2 ARR3 ARRB1 ARRB2 ARRDC3 ASIP AVP AVPR1A BAMBI BBS1 BDKRB2 BICD1 C1QBP C3 C5 CALCA CALCB CCDC88C CCKBR CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL27 CCL28 CCL3 CCL3L1 CCL3L3 CCL4 CCL5 CCL7 CCL8 CCR2 CCRL2 CKLF CLIC6 CNIH4 CNRIP1 CORT CTHRC1 CX3CL1 CX3CR1 CXCL1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL14 CXCL16 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 DEFB1 DEFB103A DEFB103B DEFB106A DEFB106B DEFB109B DEFB110 DEFB114 DEFB130A DEFB130B DEFB133 DEFB4A DLG4 DNAJA1 DNAJC14 DNM3 DVL1 DVL2 DVL3 EDN1 EDN2 EDN3 EDNRB FCN1 FEM1A FLNA FPR1 FYN FZD1 FZD7 GAL GCG GHRH GHRL GIP GNA11 GNA12 GNA13 GNA14 GNA15 GNAI1 GNAI2 GNAI3 GNAL GNAO1 GNAQ GNAS GNAT1 GNAT2 GNAT3 GNAZ GPHA2 GPHB5 GPR15LG GPRASP2 GPRC5B GRIA1 GRK2 GRK3 GRM5 HCRT HOMER1 HOMER2 HOMER3 HSPA1A HSPA1B HSPA8 IL2 INSL3 INSL5 ITCH ITGB4 JAK1 JAK2 KISS1 LRP6 MAGI2 MARCO MLN MRAP MRAP2 MSMP MYOC NARS1 NDP NECAB2 NEDD4 NES NHERF1 NHERF2 NMB NMS NMU NPB NPFF NPFFR2 NPPA NPW NPY NTS OXT P2RY1 P2RY2 PACRG PALM PDCD6IP PDE4D PDYN PENK PF4 PF4V1 PHB1 PICK1 PMCH PMCHL2 PNOC POMC PPBP PPP1R9B PPY PRKN PRLH PRNP PROK2 PSMC5 PTCH1 PTCH2 PTGER1 PTH PYY PYY3 QRFP RALA RAPGEF2 REEP1 REEP2 RLN3 RNF43 RPGRIP1 RPGRIP1L RSPO1 RSPO3 RTP1 RTP2 RTP3 RTP4 RTP5 RYK S100A14 S1PR1 S1PR2 SAA1 SAG SCT SDCBP SFRP1 SHANK1 SNX5 STAT1 STUB1 TAC1 TAC4 TAFA5 TFF2 TMED2 TSNAX TUB TULP3 TYK2 UCHL1 UCN UCN2 UCN3 USP20 USP33 USP4 UTS2B VPS35 WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT8A WNT8B WNT9A WNT9B XCL1 XCL2 YARS1 ZBTB16 ZNRF3 GOMF_G_PROTEIN_COUPLED_RECEPTOR_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_G_PROTEIN_COUPLED_RECEPTOR_KINASE_ACTIVITY GRK1 GRK2 GRK3 GRK4 GRK5 GRK6 GRK7 GOMF_G_PROTEIN_COUPLED_SEROTONIN_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_G_PROTEIN_COUPLED_SEROTONIN_RECEPTOR_ACTIVITY CHRM1 CHRM2 CHRM3 CHRM4 CHRM5 DRD4 HRH1 HRH2 HRH3 HRH4 HTR1A HTR1B HTR1D HTR1E HTR1F HTR2A HTR2B HTR2C HTR4 HTR5A HTR6 HTR7 GOMF_G_QUADRUPLEX_DNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_G_QUADRUPLEX_DNA_BINDING BLM CNBP DDX11 DHX36 LONP1 NME2 PIF1 POT1 RAD50 WRN XRN1 GOMF_G_QUADRUPLEX_RNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_G_QUADRUPLEX_RNA_BINDING AFF2 DHX30 DHX36 FMR1 LIN28A MCRS1 XRN1 GOMF_G_RICH_STRAND_TELOMERIC_DNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_G_RICH_STRAND_TELOMERIC_DNA_BINDING CTC1 HNRNPA1 HNRNPA2B1 NABP2 POT1 RPA1 RPA2 TERF1 TERF2 TERF2IP GOMF_HAPTOGLOBIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HAPTOGLOBIN_BINDING HBA1 HBA2 HBB HBD HBE1 HBG1 HBG2 HBM HBQ1 HBZ GOMF_HEAT_SHOCK_PROTEIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HEAT_SHOCK_PROTEIN_BINDING ADORA1 AHR AHSA1 APAF1 APOA1 APOA2 BAG2 BAG6 BAK1 BAX BCOR BMAL1 CAMKMT CDC37 CDC37L1 CDK1 CDK5 CDKN1B CHORDC1 CSNK2A1 CYP1A1 CYP2E1 DAXX DNAJA1 DNAJA2 DNAJA3 DNAJA4 DNAJB1 DNAJB12 DNAJB14 DNAJB2 DNAJB3 DNAJB6 DNAJB7 DNAJB8 DNAJB9 DNAJC10 DNAJC18 DNAJC2 DNAJC7 DNAJC8 DNAJC9 EEF1AKMT3 EIF2AK3 ERN1 ETFBKMT FAF1 FGF1 FICD FKBP4 FKBP5 FKBP6 GBP1 GMEB1 GPR37 GUCY1B1 HDAC2 HDAC6 HDAC8 HIF1A HIKESHI HSF1 HSP90AB1 HSPA13 HSPA14 HSPA1A HSPA1B HSPA1L HSPA2 HSPA5 HSPA6 HSPA7 HSPA8 HSPA9 HTT IQCG IRAK1 ITGAM ITGB2 KDR KPNB1 LIMK1 LMAN2 MAPT METTL18 METTL21A METTL21C METTL22 METTL23 MVD NOD2 NPAS2 NR3C1 NUP62 PACRG PDXP PGLYRP1 PPEF2 PPID PPP5C PRKD1 PRKN PTGES3 PTGES3L RNF207 RPS3 SACS SGTB SLC12A2 SNCA SPN SSUH2 ST13 STAU2 STIP1 STUB1 TELO2 TFAM TFRC TOMM34 TPR TSC1 TSC2 TTC4 UNC45A UNC45B USP19 ZFP36 GOMF_HELICASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HELICASE_ACTIVITY AQR ASCC3 ATRX BLM BRIP1 BTAF1 CHD1 CHD1L CHD2 CHD3 CHD4 CHD5 CHD6 CHD7 CHD8 CHD9 CHTF18 CHTF8 DDX1 DDX10 DDX11 DDX11L8 DDX12P DDX17 DDX18 DDX19A DDX19B DDX20 DDX21 DDX23 DDX24 DDX25 DDX27 DDX28 DDX31 DDX39A DDX39B DDX3X DDX3Y DDX4 DDX41 DDX42 DDX43 DDX46 DDX47 DDX49 DDX5 DDX50 DDX51 DDX52 DDX53 DDX54 DDX55 DDX56 DDX59 DDX6 DDX60 DDX60L DHX15 DHX16 DHX29 DHX30 DHX32 DHX33 DHX34 DHX35 DHX36 DHX37 DHX38 DHX40 DHX57 DHX58 DHX8 DHX9 DICER1 DNA2 DQX1 DSCC1 EIF4A1 EIF4A2 EIF4A3 EP400 ERCC2 ERCC3 ERCC6 ERCC6L ERCC6L2 FANCM FBH1 G3BP1 HELB HELLS HELQ HELZ HELZ2 HFM1 HLTF IFIH1 IGHMBP2 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 MCM9 MOV10 MOV10L1 MRE11 MTREX NAV2 PIF1 POLQ RAD50 RAD51 RAD54B RAD54L RAD54L2 RECQL RECQL4 RECQL5 RFC2 RFC3 RFC4 RFC5 RIGI RTEL1 RUVBL1 RUVBL2 SETX SHPRH SKIC2 SLFN11 SMARCA1 SMARCA2 SMARCA4 SMARCA5 SMARCAD1 SMARCAL1 SNRNP200 SRCAP SUPV3L1 TDRD12 TDRD9 TTF2 TWNK UPF1 WRN WRNIP1 XRCC5 XRCC6 YTHDC2 ZGRF1 ZNFX1 ZRANB3 GOMF_HEME_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HEME_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ABCB6 ABCB7 ABCC5 FLVCR1 FLVCR2 HPX PGRMC2 SLC46A1 SLC48A1 GOMF_HEMOGLOBIN_ALPHA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HEMOGLOBIN_ALPHA_BINDING HBB HBD HBE1 HBG1 HBG2 GOMF_HEMOGLOBIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HEMOGLOBIN_BINDING AHSP HBB HBD HBE1 HBG1 HBG2 HP HPR SLC4A1 GOMF_HEPARAN_SULFATE_GLUCOSAMINE_3_SULFOTRANSFERASE_1_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HEPARAN_SULFATE_GLUCOSAMINE_3_SULFOTRANSFERASE_1_ACTIVITY HS3ST1 HS3ST2 HS3ST3A1 HS3ST3B1 HS3ST4 HS3ST5 HS3ST6 GOMF_HEPARAN_SULFATE_PROTEOGLYCAN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HEPARAN_SULFATE_PROTEOGLYCAN_BINDING AGRN APOE AZU1 CFH COMP FBLN7 FGF20 FST HPSE2 HRG ITGA2 LPL LRP1 PLA2G2D PTPRC PTPRS SEMA5A SLIT1 GOMF_HEPARAN_SULFATE_SULFOTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HEPARAN_SULFATE_SULFOTRANSFERASE_ACTIVITY HS2ST1 HS3ST1 HS3ST2 HS3ST3A1 HS3ST3B1 HS3ST4 HS3ST5 HS3ST6 HS6ST1 HS6ST2 HS6ST3 NDST1 NDST2 NDST3 NDST4 GOMF_HEPARIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HEPARIN_BINDING AAMP ADA2 ADAMTS1 ADAMTS15 ADAMTS3 ADAMTS5 ADAMTS8 ADAMTSL5 ADGRG1 ALK ANG ANGPTL3 ANOS1 AOC1 APLP1 APLP2 APOA5 APOB APOE APOH APP AZU1 BMP4 BMP7 BSPH1 CCDC80 CCL15 CCL23 CCL7 CCL8 CCN1 CCN2 CCN3 CCN4 CCN5 CCN6 CEL CFH CLEC3B COL11A1 COL11A2 COL13A1 COL17A1 COL23A1 COL25A1 COL28A1 COL5A1 COL5A3 COLQ COMP CRISPLD2 CTSG CXCL10 CXCL11 CXCL13 CXCL6 CXCL8 DEFB106A DEFB106B ECM2 EFEMP2 ELANE ELSPBP1 EVA1C F11 F2 FBLN7 FBN1 FGF1 FGF10 FGF2 FGF4 FGF7 FGF9 FGFBP1 FGFBP3 FGFR1 FGFR2 FGFR4 FGFRL1 FN1 FSTL1 FURIN GPNMB GREM2 H1-1 HBEGF HDGF HRG HSD17B12 IMPG1 IMPG2 KNG1 LAMC2 LGR6 LIPC LIPG LIPH LIPI LPA LPL LRPAP1 LRTM1 LRTM2 LTBP2 LTF LXN MDK MPIG6B MPO MSTN NAV2 NDNF NELL1 NELL2 NRP1 NRP2 PAFAH1B1 PCOLCE PCOLCE2 PCSK6 PDCD5 PF4 PF4V1 PGF PLA2G2D POSTN PRELP PRG2 PRSS57 PTCH1 PTN PTPRC PTPRF PTPRS REG4 RPL22 RPL29 RSPO1 RSPO2 RSPO3 RSPO4 RTN4R RTN4RL1 SAA1 SELL SELP SERPINA10 SERPINA5 SERPINC1 SERPIND1 SERPINE2 SFRP1 SLIT1 SLIT2 SLIT3 SMOC1 SMOC2 SOD3 SOST TENM1 TGFBR3 THBS1 THBS2 THBS3 THBS4 TMEM184A TNXB TWSG1 VEGFA VEGFB VTN ZNF146 ZNF207 GOMF_HETEROTRIMERIC_G_PROTEIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HETEROTRIMERIC_G_PROTEIN_BINDING ADORA1 ADRA2A CETN1 CETN2 DRD1 DRD2 GOMF_HEXOKINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HEXOKINASE_ACTIVITY GCK HK1 HK2 HK3 HKDC1 GOMF_HEXOSAMINIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HEXOSAMINIDASE_ACTIVITY CEMIP CEMIP2 GM2A HEXA HEXB HEXD HYAL1 HYAL2 HYAL3 HYAL4 NAGA NAGLU NAGPA OGA SPAM1 GOMF_HEXOSE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HEXOSE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY MFSD4A MFSD4B PPBP SLC2A1 SLC2A10 SLC2A11 SLC2A12 SLC2A14 SLC2A2 SLC2A3 SLC2A4 SLC2A5 SLC2A6 SLC2A7 SLC2A8 SLC2A9 SLC45A1 SLC45A2 SLC5A1 SLC5A10 SLC5A11 SLC5A2 SLC5A3 SLC5A4 SLC5A9 GOMF_HEXOSYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HEXOSYLTRANSFERASE_ACTIVITY A3GALT2 A4GALT A4GNT ABO AGL ALG1 ALG10 ALG10B ALG11 ALG12 ALG13 ALG14 ALG1L2 ALG2 ALG3 ALG5 ALG6 ALG8 ALG9 B3GALNT1 B3GALNT2 B3GALT1 B3GALT2 B3GALT4 B3GALT5 B3GALT6 B3GALT9 B3GAT1 B3GAT2 B3GAT3 B3GLCT B3GNT2 B3GNT3 B3GNT4 B3GNT5 B3GNT6 B3GNT7 B3GNT8 B3GNT9 B4GALNT1 B4GALNT2 B4GALNT3 B4GALNT4 B4GALT1 B4GALT2 B4GALT3 B4GALT4 B4GALT5 B4GALT6 B4GALT7 B4GAT1 C1GALT1 C1GALT1C1 C1GALT1C1L CERCAM CHPF CHPF2 CHSY1 CHSY3 COLGALT1 COLGALT2 CSGALNACT1 CSGALNACT2 DPM1 DPY19L1 DPY19L2 DPY19L2P2 DPY19L3 DPY19L4 EOGT EXT1 EXT2 EXTL1 EXTL2 EXTL3 FUT1 FUT10 FUT11 FUT2 FUT3 FUT4 FUT5 FUT6 FUT7 FUT8 FUT9 GALNT1 GALNT10 GALNT11 GALNT12 GALNT13 GALNT14 GALNT15 GALNT16 GALNT17 GALNT18 GALNT2 GALNT3 GALNT4 GALNT5 GALNT6 GALNT7 GALNT8 GALNT9 GALNTL6 GBA1 GBA2 GBE1 GBGT1 GCNT1 GCNT2 GCNT3 GCNT4 GCNT7 GLT6D1 GYG1 GYG2 GYS1 GYS2 HAS1 HAS2 HAS3 HEXA HEXB HYAL1 LALBA LARGE1 LARGE2 LFNG MFNG MGAT1 MGAT2 MGAT3 MGAT4A MGAT4B MGAT4C MGAT4D MGAT5 MGAT5B MTAP OGT OSTC PIGA PIGB PIGM PIGP PIGV PIGY PIGZ PLOD1 PLOD2 PLOD3 POFUT1 POFUT2 POGLUT1 POGLUT2 POGLUT3 POMGNT1 POMGNT2 POMT1 POMT2 PYGB PYGL PYGM RFNG RPN1 RPN2 STT3A STT3B TMEM260 TMTC1 TMTC2 TMTC3 TMTC4 TYMP UGCG UGGT1 UGGT2 UGT1A1 UGT1A10 UGT1A3 UGT1A4 UGT1A5 UGT1A6 UGT1A7 UGT1A8 UGT1A9 UGT2A1 UGT2A2 UGT2A3 UGT2B10 UGT2B11 UGT2B15 UGT2B17 UGT2B28 UGT2B4 UGT2B7 UGT3A1 UGT3A2 UGT8 GOMF_HIGH_DENSITY_LIPOPROTEIN_PARTICLE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HIGH_DENSITY_LIPOPROTEIN_PARTICLE_BINDING ABCA1 APOA1 APOA2 APOL2 APOL5 CD36 HSPD1 LRP8 MIR30C1 MIR9-1 PLTP SCARB1 TREM2 GOMF_HIGH_VOLTAGE_GATED_CALCIUM_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HIGH_VOLTAGE_GATED_CALCIUM_CHANNEL_ACTIVITY CACNA1A CACNA1B CACNA1C CACNA1D CACNA1E CACNA1F CACNA1G CACNA1H CACNA1I CACNA1S CACNB1 CACNB2 CACNB3 CACNB4 SCN10A SCN11A SCN1A SCN2A SCN3A SCN4A SCN5A SCN7A SCN8A SCN9A GOMF_HISTAMINE_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HISTAMINE_RECEPTOR_ACTIVITY HRH1 HRH2 HRH3 HRH4 HTR6 ZNF219 GOMF_HISTONE_ACETYLTRANSFERASE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HISTONE_ACETYLTRANSFERASE_BINDING BCAS3 CEBPB CITED2 ECD EGR1 EID1 FOXP3 GLI3 KANSL1 KANSL1L KAT2B MED1 MEF2A MTF1 MYOCD PAX6 PCNA SIRT2 SP1 STAT1 TAF7 TRIM68 TRIP4 ZBTB7A GOMF_HISTONE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HISTONE_BINDING AASS AIRE ANP32A ANP32B ANP32C ANP32E APBB1 APLF ASF1A ASF1B ATAD2 ATAD2B ATRX BAZ1B BAZ2A BCAS3 BPTF BRD1 BRD2 BRD3 BRD4 BRD7 BRD9 BRDT CARM1 CBX1 CBX2 CBX3 CBX4 CBX5 CBX6 CBX8 CD1D CDY1 CDY1B CDYL CDYL2 CHAF1B CHD1 CHD2 CHD3 CHD4 CHD5 CHD6 CHD7 CHD8 CKS1B CKS2 COPRS CTCFL CTSL CXXC1 DAXX DEK DNAJC2 DNAJC9 DPF2 DPPA3 DTX3L EZH1 FAM156A FAM156B FMR1 GLYR1 GRWD1 H1-9P H2AX H2BC1 HAT1 HDAC2 HDAC4 HDGFL2 HINFP HIRA HJURP HPF1 ING1 ING2 ING3 ING4 ING5 INO80 IPO7 IPO9 JAK2 JARID2 JMJD7 KDM1B KDM4A KDM4C KDM5A KDM5B KDM7A KDM8 KMT2A KMT2C KMT2D KMT2E KMT5C L3MBTL1 L3MBTL2 L3MBTL3 L3MBTL4 LEF1 LRWD1 MBTD1 MCM2 MCM3AP MLLT1 MLLT10 MLLT3 MLLT6 MORC3 MORC4 MPHOSPH8 MSH6 MSL3 MTF2 MYSM1 NAP1L1 NAP1L2 NAP1L3 NAP1L4 NASP NCAPD2 NCAPD3 NCAPG2 NOC2L NPM1 NPM2 NPM3 PARP9 PHC1 PHC2 PHC3 PHF1 PHF13 PHF14 PHF19 PHF2 PHF6 PHF8 PHIP PIH1D1 PKN1 PRKCB PRMT6 PRMT7 PSME4 PTMA PTMS PWP1 PWWP2A PYGO1 PYGO2 RAG1 RAG2 RBBP4 RBBP5 RBBP7 RCC1 RESF1 RNF168 RNF169 RNF20 RNF8 RRP8 RSF1 SAMD11 SAMD7 SAP30L SART3 SBNO1 SBNO2 SCMH1 SCML1 SCML2 SCML4 SET SETD5 SETSIP SFMBT1 SFMBT2 SGF29 SIRT1 SMARCA2 SMARCA4 SMARCA5 SMARCC1 SMARCC2 SNCA SPHK2 SPIN1 SPIN2A SPIN2B SPIN3 SPIN4 SPTY2D1 SRCAP SSRP1 STAT1 STPG4 SUPT6H SUZ12 TAF1 TAF1L TAF7 TBL1X TBL1XR1 TDRD3 THAP7 TNKS TONSL TP53BP1 TRIM24 TSPY1 TSPY10 TSPY2 TSPY26P TSPY3 TSPY4 TSPY8 TSPY9 TSPYL1 TSPYL2 TSPYL4 TSPYL5 TSPYL6 TTLL12 UHRF1 UHRF2 UIMC1 USP15 USP16 USP3 USP49 USP51 VPS72 VRK1 WDR5 WDR5B WDTC1 WRAP53 YEATS2 YEATS4 ZCWPW1 ZCWPW2 ZMYND11 ZMYND8 ZNHIT1 ZZEF1 ZZZ3 GOMF_HISTONE_CHAPERONE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HISTONE_CHAPERONE_ACTIVITY ANP32E APLF ASF1A ASF1B IPO9 JDP2 MYD88 NAP1L1 PRDM12 PWP1 SPTY2D1 VPS72 GOMF_HISTONE_DEACETYLASE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HISTONE_DEACETYLASE_BINDING AKAP8 AKAP8L ANKRA2 ANKRD1 BCL3 BCOR BEX4 BHLHE41 BLTP3A BORCS8-MEF2B BRMS1 BRMS1L CAMTA2 CBX5 CCND1 CEBPB CHD4 CIR1 CRY1 DACT1 DDX20 DHX36 FOXP3 GCM1 GLI3 GMNN H1-4 H1-5 HDAC1 HDAC10 HDAC2 HDAC3 HDAC4 HDAC5 HDAC6 HDAC9 HES1 HEY2 HIC1 HIF1A HNRNPD HOXA10 HSP90AA1 HSP90AB1 HSPA1A HSPA1B IKZF3 INSM1 JDP2 KAT2A KAT2B KCTD21 KPNA2 LCOR LEF1 MAGEA1 MAGEA10 MAGEA11 MAGEA12 MAGEA2 MAGEA2B MAGEA3 MAGEA4 MAGEA6 MAGEA8 MAGEA9 MAGEA9B MAPK8 MECP2 MEF2A MEF2B MEF2C MEF2D MIER1 MIER2 MIER3 MTA1 MTA2 MTA3 MYOCD NACC1 NACC2 NCOR1 NCOR2 NIPBL NKX3-1 NR2C1 NR2E1 NRIP1 NUDT21 PARP1 PHB1 PHF6 PKN1 PKN2 PRKN RAD9A RARA RBBP4 RELA RFXANK SATB2 SFPQ SIK1 SIRT2 SKOR2 SMG5 SMYD4 SP1 SP2 SPI1 SRF SUDS3 TAL1 TBX2 TCF21 TFAP4 THAP7 TP53 TRAF6 TWIST1 USF1 WDTC1 YWHAB YWHAE ZBTB7B ZMYND15 GOMF_HISTONE_DEACETYLASE_REGULATOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HISTONE_DEACETYLASE_REGULATOR_ACTIVITY HOPX ING2 MAPK8 SKI TP53 UCN GOMF_HISTONE_DECROTONYLASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HISTONE_DECROTONYLASE_ACTIVITY HDAC1 HDAC2 HDAC3 HDAC8 SIRT1 GOMF_HISTONE_DEUBIQUITINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HISTONE_DEUBIQUITINASE_ACTIVITY BAP1 MYSM1 USP16 USP22 USP49 USP51 GOMF_HISTONE_H2A_UBIQUITIN_LIGASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HISTONE_H2A_UBIQUITIN_LIGASE_ACTIVITY PCGF3 PCGF5 RNF168 RNF2 TRIM37 GOMF_HISTONE_H3K14_ACETYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HISTONE_H3K14_ACETYLTRANSFERASE_ACTIVITY BRD1 BRPF3 ING4 JADE1 JADE2 KAT6A KAT6B KAT7 MEAF6 GOMF_HISTONE_H3K27ME2_H3K27ME3_DEMETHYLASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HISTONE_H3K27ME2_H3K27ME3_DEMETHYLASE_ACTIVITY KDM6A KDM6B KDM7A PHF8 UTY GOMF_HISTONE_H3K27_METHYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HISTONE_H3K27_METHYLTRANSFERASE_ACTIVITY EHMT1 EHMT2 EZH1 EZH2 JARID2 NSD3 GOMF_HISTONE_H3K36_DEMETHYLASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HISTONE_H3K36_DEMETHYLASE_ACTIVITY KDM2A KDM2B KDM4A KDM4B KDM4C KDM7A KDM8 PHF8 RIOX1 RIOX2 GOMF_HISTONE_H3K36_METHYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HISTONE_H3K36_METHYLTRANSFERASE_ACTIVITY ASH1L NSD1 NSD2 NSD3 PRDM7 PRDM9 SETD2 SETD3 SETD4 SETD5 SETMAR SMYD2 SMYD3 GOMF_HISTONE_H3K36_TRIMETHYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HISTONE_H3K36_TRIMETHYLTRANSFERASE_ACTIVITY ASH1L NSD2 PRDM9 SETD2 SETD5 GOMF_HISTONE_H3K4ME_H3K4ME2_H3K4ME3_DEMETHYLASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HISTONE_H3K4ME_H3K4ME2_H3K4ME3_DEMETHYLASE_ACTIVITY KDM5A KDM5B KDM5C KDM5D RIOX1 GOMF_HISTONE_H3K4_DEMETHYLASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HISTONE_H3K4_DEMETHYLASE_ACTIVITY KDM1A KDM1B KDM5A KDM5B KDM5C KDM5D RIOX1 RIOX2 GOMF_HISTONE_H3K4_METHYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HISTONE_H3K4_METHYLTRANSFERASE_ACTIVITY ASH1L KMT2A KMT2B KMT2C KMT2D NSD3 PRDM7 PRDM9 SETBP1 SETD1A SETD1B SETD3 SETD4 SETD7 SETMAR SMYD1 SMYD2 SMYD3 WDR5 GOMF_HISTONE_H3K4_MONOMETHYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HISTONE_H3K4_MONOMETHYLTRANSFERASE_ACTIVITY KMT2A KMT2B KMT2C KMT2D SETD1A SETD1B SETD4 SETD7 GOMF_HISTONE_H3K4_TRIMETHYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HISTONE_H3K4_TRIMETHYLTRANSFERASE_ACTIVITY KMT2A KMT2B KMT2C KMT2D PRDM9 SETD1A SETD1B SMYD1 SMYD2 SMYD3 GOMF_HISTONE_H3K9ME2_H3K9ME3_DEMETHYLASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HISTONE_H3K9ME2_H3K9ME3_DEMETHYLASE_ACTIVITY KDM4A KDM4B KDM4C KDM4D KDM4E GOMF_HISTONE_H3K9ME2_METHYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HISTONE_H3K9ME2_METHYLTRANSFERASE_ACTIVITY ASH1L EHMT1 EHMT2 MECOM PRDM16 SETD5 SETDB1 GOMF_HISTONE_H3K9ME_H3K9ME2_DEMETHYLASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HISTONE_H3K9ME_H3K9ME2_DEMETHYLASE_ACTIVITY HR KDM3A KDM3B KDM7A PHF8 GOMF_HISTONE_H3K9_DEMETHYLASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HISTONE_H3K9_DEMETHYLASE_ACTIVITY HR JMJD1C KDM1A KDM3A KDM3B KDM4A KDM4B KDM4C KDM4D KDM4E KDM4F KDM7A PHF2 PHF8 GOMF_HISTONE_H3K9_METHYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HISTONE_H3K9_METHYLTRANSFERASE_ACTIVITY ASH1L EHMT1 EHMT2 MECOM PRDM16 PRDM2 PRDM8 PRDM9 SETD5 SETDB1 SETDB2 SUV39H1 SUV39H2 GOMF_HISTONE_H3K9_MONOMETHYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HISTONE_H3K9_MONOMETHYLTRANSFERASE_ACTIVITY ASH1L MECOM PRDM16 SETD5 SETDB1 SETDB2 GOMF_HISTONE_H3K9_TRIMETHYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HISTONE_H3K9_TRIMETHYLTRANSFERASE_ACTIVITY PRDM2 PRDM9 SETDB1 SUV39H1 SUV39H2 GOMF_HISTONE_H3_ACETYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HISTONE_H3_ACETYLTRANSFERASE_ACTIVITY BRCA2 BRD1 BRPF3 EP300 ING4 JADE1 JADE2 KAT2A KAT2B KAT6A KAT6B KAT7 MCM3AP MEAF6 GOMF_HISTONE_H3_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HISTONE_H3_KINASE_ACTIVITY AURKA CHEK1 DYRK1A HASPIN JAK2 PKN1 PRKCA PRKCB RPS6KA4 RPS6KA5 VRK1 GOMF_HISTONE_H3_METHYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HISTONE_H3_METHYLTRANSFERASE_ACTIVITY ASH1L CARM1 DOT1L EHMT1 EHMT2 EZH1 EZH2 JARID2 KMT2A KMT2B KMT2C KMT2D KMT2E MECOM METTL23 NSD1 NSD2 NSD3 PRDM16 PRDM2 PRDM7 PRDM8 PRDM9 PRMT2 PRMT5 PRMT6 SETBP1 SETD1A SETD1B SETD2 SETD3 SETD4 SETD5 SETD7 SETDB1 SETDB2 SETMAR SMYD1 SMYD2 SMYD3 SUV39H1 SUV39H2 WDR5 GOMF_HISTONE_H4K12_ACETYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HISTONE_H4K12_ACETYLTRANSFERASE_ACTIVITY BRD1 BRPF1 BRPF3 HAT1 ING3 ING4 JADE1 JADE2 KAT2A KAT6A KAT7 MEAF6 GOMF_HISTONE_H4K16_ACETYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HISTONE_H4K16_ACETYLTRANSFERASE_ACTIVITY ING3 ING4 JADE1 JADE2 KAT5 KAT6A KAT7 KAT8 MSL3 GOMF_HISTONE_H4K20_METHYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HISTONE_H4K20_METHYLTRANSFERASE_ACTIVITY KMT5A KMT5B KMT5C NSD1 NSD2 PRDM6 PRDM9 SETD4 SMYD5 TTLL12 GOMF_HISTONE_H4K20_MONOMETHYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HISTONE_H4K20_MONOMETHYLTRANSFERASE_ACTIVITY KMT5A KMT5B KMT5C PRDM6 PRDM9 SETD4 GOMF_HISTONE_H4K5_ACETYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HISTONE_H4K5_ACETYLTRANSFERASE_ACTIVITY BRD1 BRPF1 BRPF3 ING3 ING4 JADE1 JADE2 KAT6A KAT7 KAT8 MEAF6 GOMF_HISTONE_H4_ACETYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HISTONE_H4_ACETYLTRANSFERASE_ACTIVITY ATF2 BRCA2 BRD1 BRPF1 BRPF3 EP300 HAT1 ING3 ING4 JADE1 JADE2 KAT2A KAT5 KAT6A KAT7 KAT8 MEAF6 MSL3 NAA40 NAA50 NAA60 USP22 GOMF_HISTONE_H4_DEMETHYLASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HISTONE_H4_DEMETHYLASE_ACTIVITY JMJD6 KDM7A PHF2 PHF8 RSBN1 GOMF_HISTONE_H4_METHYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HISTONE_H4_METHYLTRANSFERASE_ACTIVITY KMT5A KMT5B KMT5C N6AMT1 NSD1 NSD2 PRDM6 PRDM9 PRMT1 PRMT5 PRMT6 PRMT7 PRMT8 SETD4 SMYD3 SMYD5 TTLL12 GOMF_HISTONE_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HISTONE_KINASE_ACTIVITY AURKA BAZ1B BUB1 CDK1 CDK2 CHEK1 DCAF1 DYRK1A HASPIN HIPK4 JAK2 MAP3K7 PKN1 PRKAA1 PRKAA2 PRKCA PRKCB RPS6KA4 RPS6KA5 VRK1 GOMF_HISTONE_METHYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HISTONE_METHYLTRANSFERASE_ACTIVITY ANTKMT ASH1L ATPSCKMT CARM1 DOT1L EED EEF1AKMT1 EEF1AKMT2 EEF1AKMT3 EEF2KMT EHMT1 EHMT2 EZH1 EZH2 FBL FBLL1 JARID2 KMT2A KMT2B KMT2C KMT2D KMT2E KMT5A KMT5B KMT5C MECOM METTL21A METTL22 METTL23 N6AMT1 NSD1 NSD2 NSD3 NTMT1 PRDM13 PRDM16 PRDM2 PRDM6 PRDM7 PRDM8 PRDM9 PRMT1 PRMT2 PRMT5 PRMT6 PRMT7 PRMT8 SETBP1 SETD1A SETD1B SETD2 SETD3 SETD4 SETD5 SETD7 SETDB1 SETDB2 SETMAR SMYD1 SMYD2 SMYD3 SMYD5 SUV39H1 SUV39H2 SUZ12 TTLL12 VCPKMT WDR5 GOMF_HISTONE_METHYLTRANSFERASE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HISTONE_METHYLTRANSFERASE_BINDING CBX1 CBX3 CTNNB1 HSP90AB1 LCOR LCORL NOP56 PAXBP1 PHF1 PRDM1 PRDM12 PRDM4 RESF1 WIZ ZNF335 GOMF_HISTONE_MODIFYING_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HISTONE_MODIFYING_ACTIVITY ANTKMT ARRB1 ASH1L ATF2 ATPSCKMT AURKA BAP1 BAZ1A BAZ1B BRCA2 BRD1 BRPF1 BRPF3 BUB1 CARM1 CDK1 CDK2 CDY1 CDY1B CDY2A CDY2B CHEK1 CLOCK CREBBP DCAF1 DOT1L DTX3L DYRK1A EED EEF1AKMT1 EEF1AKMT2 EEF1AKMT3 EEF2KMT EHMT1 EHMT2 EP300 EYA1 EYA2 EYA3 EZH1 EZH2 FBL FBLL1 FBXL19 GTF2B GTF3C4 HASPIN HAT1 HDAC1 HDAC10 HDAC11 HDAC2 HDAC3 HDAC4 HDAC5 HDAC6 HDAC7 HDAC8 HDAC9 HIPK4 HR HUWE1 ING3 ING4 JADE1 JADE2 JAK2 JARID2 JMJD1C JMJD6 KAT14 KAT2A KAT2B KAT5 KAT6A KAT6B KAT7 KAT8 KDM1A KDM1B KDM2A KDM2B KDM3A KDM3B KDM4A KDM4B KDM4C KDM4D KDM4E KDM4F KDM5A KDM5B KDM5C KDM5D KDM6A KDM6B KDM7A KDM8 KMT2A KMT2B KMT2C KMT2D KMT2E KMT5A KMT5B KMT5C MAP3K7 MCM3AP MEAF6 MECOM METTL21A METTL22 METTL23 MIER1 MIER2 MIER3 MSL3 MTA2 MYSM1 N6AMT1 NAA40 NAA50 NAA60 NCOA1 NCOA3 NSD1 NSD2 NSD3 NTMT1 PADI2 PADI4 PCGF3 PCGF5 PHF10 PHF2 PHF8 PKN1 PRDM13 PRDM16 PRDM2 PRDM6 PRDM7 PRDM8 PRDM9 PRKAA1 PRKAA2 PRKCA PRKCB PRMT1 PRMT2 PRMT5 PRMT6 PRMT7 PRMT8 RIOX1 RIOX2 RNF168 RNF2 RNF20 RPS6KA4 RPS6KA5 RSBN1 SETBP1 SETD1A SETD1B SETD2 SETD3 SETD4 SETD5 SETD7 SETDB1 SETDB2 SETMAR SIRT1 SIRT2 SIRT3 SIRT4 SIRT6 SIRT7 SMYD1 SMYD2 SMYD3 SMYD5 SRCAP SUDS3 SUV39H1 SUV39H2 SUZ12 TADA2A TAF1 TAF10 TAF1L TAF9 TGM2 TRIM37 TTLL12 UBE2A UBR2 UHRF1 USP16 USP22 USP49 USP51 UTY VCPKMT VRK1 WDR5 GOMF_HISTONE_READER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HISTONE_READER_ACTIVITY BRD1 BRD4 BRDT CHD1L HDGFL2 ING2 PHF14 PIH1D1 THAP7 TONSL YEATS2 ZZEF1 GOMF_HISTONE_UBIQUITIN_LIGASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HISTONE_UBIQUITIN_LIGASE_ACTIVITY DTX3L HUWE1 PCGF3 PCGF5 RNF168 RNF2 RNF20 TRIM37 UBE2A UBR2 UHRF1 GOMF_HMG_BOX_DOMAIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HMG_BOX_DOMAIN_BINDING ALX4 DLX5 EGR2 GATA3 HOXA3 HOXC4 MEOX1 OLIG2 PAX3 PAX6 POU3F3 PRRX1 TCF12 GOMF_HORMONE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HORMONE_ACTIVITY ADCYAP1 ADIPOQ ADM ADM2 AGRP AGT AMH ANGPTL8 APELA APLN ASIP AVP BGLAP BMP10 C1QTNF12 C1QTNF9 CALCA CALCB CARTPT CCK CCL25 CGA CGB1 CGB2 CGB3 CGB7 CHGB COPA CORT CRH CSH1 CSH2 CSHL1 EDN1 EDN2 EDN3 ENHO EPO ERFE FBN1 FBN2 FNDC5 FSHB GAL GALP GAST GCG GH1 GH2 GHRH GHRL GIP GNRH1 GNRH2 GPHA2 GPHB5 GRP GUCA2A HAMP HCRT IAPP IGF1 IGF2 INHA INHBA INHBB INHBC INHBE INS INS-IGF2 INSL3 INSL4 INSL5 INSL6 KL KNG1 LEP LHB METRN METRNL MLN NMB NPFF NPPA NPPB NPPC NPY NTS OSTN OXT PENK PMCH PMCHL2 PNOC POMC PPY PRL PRLH PTH PTHLH PYY PYY3 QRFP REG3A RETN RETNLB RLN1 RLN2 RLN3 SCT SPX SST STC1 STC2 TG THPO TRH TSHB TTR UCN UCN2 UCN3 UTS2 UTS2B VGF VIP GOMF_HORMONE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HORMONE_BINDING ABHD2 ACVR1 ADCYAP1R1 ADIPOR1 ADIPOR2 ALDH1A1 ALDH1A3 AMHR2 AR ATP1A1 ATP1A2 ATP1A3 AVPR1A C2CD2L CALCR CALCRL CALR CCKAR CCKBR CDH13 CMKLR1 CMKLR2 CRHBP CRHR1 CRHR2 CRYM CTSH ECE1 EDNRB EGFR GALR1 GALR2 GALR3 GCGR GHR GHRHR GHSR GIPR GLP1R GLP2R GPER1 HCRTR1 HCRTR2 IDE IGF1R INHBA INSR LHCGR LRP2 MC1R MC3R MC4R MC5R MCHR1 MLNR MTNR1A NPR1 NPR2 NPR3 NR3C1 NRDC OXTR PDE3A PIK3R1 PRLR PTH1R PTH2R RAMP1 RAMP2 RXFP1 RXFP2 SCTR SEC61B SHBG SHC1 SLC39A9 SLC40A1 SULT2B1 THRA THRB TSPO TTR UCN2 VIPR1 VIPR2 GOMF_HORMONE_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HORMONE_RECEPTOR_BINDING ADCYAP1 CCK CSH1 CSH2 CSHL1 FABP4 GH1 GH2 GHRH GNAO1 GNAS GNRH1 GNRH2 GPHA2 GPHB5 JAK1 JAK2 JAK3 LEP NPPA NPPB NPPC PSMC5 PTH PTHLH PTPN11 SOCS2 TYK2 UCN UCN2 UCN3 VIP GOMF_HSP70_PROTEIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HSP70_PROTEIN_BINDING BAG6 BAX CDK1 CDKN1B CYP1A1 CYP2E1 DNAJA1 DNAJA2 DNAJA3 DNAJA4 DNAJB1 DNAJB12 DNAJB14 DNAJB2 DNAJB3 DNAJB6 DNAJB7 DNAJB8 DNAJB9 DNAJC10 DNAJC18 DNAJC2 DNAJC8 ERN1 FGF1 FICD GPR37 HDAC8 HIKESHI IQCG METTL21A MVD NOD2 NUP62 PACRG PGLYRP1 PPEF2 PPID PRKN RNF207 RPS3 SACS SGTB SNCA SPN ST13 STAU2 STUB1 TFRC TSC1 TTC4 GOMF_HSP90_PROTEIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HSP90_PROTEIN_BINDING AHR AHSA1 BMAL1 CDC37 CDK5 CHORDC1 CSNK2A1 CYP1A1 CYP2E1 EIF2AK3 ERN1 FKBP6 GBP1 GUCY1B1 HDAC6 HDAC8 HIF1A HSF1 KDR KPNB1 MAPT NOD2 NPAS2 NR3C1 NUP62 PACRG PPEF2 PPID PPP5C PTGES3 PTGES3L RPS3 SLC12A2 STIP1 STUB1 TELO2 TSC1 TSC2 TTC4 UNC45A UNC45B USP19 GOMF_HYALURONIC_ACID_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HYALURONIC_ACID_BINDING ACAN BCAN C1QBP CD44 CEMIP CHODL HAPLN1 HAPLN2 HAPLN3 HAPLN4 HMMR HYAL2 IMPG1 IMPG2 ITIH1 ITIH2 LAYN LYVE1 NCAN STAB1 STAB2 SUSD5 TNFAIP6 USP17L24 USP17L6P VCAN GOMF_HYALURONONGLUCOSAMINIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HYALURONONGLUCOSAMINIDASE_ACTIVITY CEMIP CEMIP2 HYAL1 HYAL2 HYAL3 HYAL4 OGA SPAM1 GOMF_HYDROLASE_ACTIVITY_ACTING_ON_ACID_ANHYDRIDES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HYDROLASE_ACTIVITY_ACTING_ON_ACID_ANHYDRIDES ABCA1 ABCA10 ABCA12 ABCA13 ABCA2 ABCA3 ABCA4 ABCA5 ABCA6 ABCA7 ABCA8 ABCA9 ABCB1 ABCB10 ABCB11 ABCB4 ABCB5 ABCB6 ABCB7 ABCB8 ABCB9 ABCC1 ABCC10 ABCC11 ABCC12 ABCC2 ABCC3 ABCC4 ABCC5 ABCC6 ABCC8 ABCC9 ABCD1 ABCD2 ABCD3 ABCD4 ABCE1 ABCF1 ABCF2 ABCF3 ABCG1 ABCG2 ABCG4 ABCG5 ABCG8 ACIN1 ACYP1 ACYP2 ADPRM ADSS1 AFG1L AFG3L2 AGAP1 AGAP11 AGAP2 AGAP3 AGAP4 AGAP5 AGAP6 AGAP7P AGAP9 AK6 AK9 ALPL APTX AQR ARF1 ARF3 ARF4 ARF5 ARF6 ARFRP1 ARHGAP35 ARHGAP5 ARHGDIB ARL1 ARL10 ARL11 ARL13A ARL13B ARL14 ARL15 ARL16 ARL17B ARL2 ARL3 ARL4A ARL4C ARL4D ARL5A ARL5B ARL5C ARL6 ARL8A ARL8B ARL9 ASCC3 ASMTL ATAD1 ATAD2 ATAD2B ATAD3A ATAD3B ATAD3C ATAD5 ATF7IP ATL1 ATL2 ATL3 ATP10A ATP10B ATP10D ATP11A ATP11B ATP11C ATP12A ATP13A1 ATP13A2 ATP13A3 ATP13A4 ATP13A5 ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP2A1 ATP2A2 ATP2A3 ATP2B1 ATP2B2 ATP2B3 ATP2B4 ATP2C1 ATP2C2 ATP4A ATP5F1A ATP5F1B ATP5F1C ATP6V1A ATP6V1G1 ATP6V1G2 ATP6V1H ATP7A ATP7B ATP8A1 ATP8A2 ATP8B1 ATP8B2 ATP8B3 ATP8B4 ATP9A ATP9B ATRX BCS1L BLM BMS1 BRIP1 BTAF1 C10orf88 CANT1 CARNS1 CCT2 CCT3 CCT4 CCT5 CCT6A CCT6B CCT7 CCT8 CDC42 CDC6 CFTR CHD1 CHD1L CHD2 CHD3 CHD4 CHD5 CHD6 CHD7 CHD8 CHD9 CHTF18 CILP CILP2 CLPB CLPX CLU COQ8B CPLANE2 CRACR2A DCP1A DCP1B DCP2 DCPS DCTPP1 DDX1 DDX10 DDX11 DDX11L8 DDX12P DDX17 DDX18 DDX19A DDX19B DDX20 DDX21 DDX23 DDX24 DDX25 DDX27 DDX28 DDX31 DDX39A DDX39B DDX3X DDX3Y DDX4 DDX41 DDX42 DDX43 DDX46 DDX47 DDX49 DDX5 DDX50 DDX51 DDX52 DDX53 DDX54 DDX55 DDX56 DDX59 DDX6 DDX60 DDX60L DHX15 DHX16 DHX29 DHX30 DHX32 DHX33 DHX34 DHX35 DHX36 DHX37 DHX38 DHX40 DHX57 DHX58 DHX8 DHX9 DIRAS1 DIRAS2 DIRAS3 DMC1 DNA2 DNAH10 DNAH11 DNAH12 DNAH2 DNAH3 DNAH5 DNAH6 DNAH7 DNAH8 DNAH9 DNAJC27 DNM1 DNM1L DNM1P34 DNM2 DNM3 DOLPP1 DQX1 DRG1 DRG2 DUT DXO DYNC1H1 DYNC2H1 EEF1A1 EEF1A1P5 EEF1A2 EEF2 EEFSEC EFL1 EFTUD2 EIF2S3 EIF2S3B EIF4A1 EIF4A2 EIF4A3 EIF5B ENPP1 ENPP3 ENPP4 ENPP5 ENSG00000276759 ENTPD1 ENTPD2 ENTPD3 ENTPD4 ENTPD5 ENTPD6 ENTPD7 ENTPD8 ERAS ERCC2 ERCC3 ERCC6 ERCC6L FANCM FBH1 FHIT FIGN FIGNL1 FIGNL2 FITM1 FITM2 G3BP1 GARS1 GBP1 GBP2 GBP3 GBP4 GBP5 GBP6 GBP7 GCH1 GEM GET3 GFM1 GFM2 GIMAP7 GNA11 GNA12 GNA13 GNA14 GNA15 GNAI1 GNAI2 GNAI3 GNAL GNAO1 GNAQ GNAS GNAT1 GNAT2 GNAT3 GNAZ GNB1 GNB2 GNB3 GNB5 GNG10 GNG11 GNG3 GNG5 GNG8 GNGT1 GNGT2 GNL1 GNL2 GPN1 GPN2 GPN3 GSPT1 GSPT2 GTPBP1 GTPBP10 GTPBP2 GTPBP3 GTPBP4 GUF1 HBS1L HELB HELQ HFM1 HLTF HRAS HSP90AA1 HSP90AA2P HSP90AA4P HSP90AA5P HSP90AB1 HSP90AB2P HSP90AB3P HSP90AB4P HSP90B1 HSP90B2P HSPA13 HSPA14 HSPA1A HSPA1B HSPA1L HSPA2 HSPA5 HSPA6 HSPA7 HSPA8 HSPA9 HSPD1 IFIH1 IFT22 IFT27 IGHMBP2 INO80 IQCA1 IQCA1L IRGC IRGM ITPA KATNA1 KATNAL1 KATNAL2 KIF12 KIF13A KIF13B KIF14 KIF15 KIF16B KIF17 KIF18A KIF18B KIF19 KIF1A KIF1B KIF1C KIF20A KIF20B KIF21A KIF21B KIF22 KIF23 KIF25 KIF26A KIF27 KIF28P KIF2A KIF2B KIF2C KIF3A KIF3B KIF3C KIF5A KIF5B KIF5C KIF6 KIF7 KIF9 KIFC1 KIFC2 KRAS LHPP LONP1 LONP2 LRRK2 LSG1 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 MCM9 MDN1 MFN1 MFN2 MLH1 MLH3 MMAA MMUT MORC2 MORC3 MORC4 MOV10 MOV10L1 MRAS MSH2 MTG1 MTG2 MTIF2 MTREX MX1 MX2 MYH3 MYH4 MYH8 MYO18A MYO19 MYO1E MYO9B NAIP NAV1 NAV2 NAV3 NKIRAS1 NKIRAS2 NLRP1 NLRP10 NLRP3 NRAS NSF NTPCR NUBP1 NUDT1 NUDT10 NUDT11 NUDT12 NUDT13 NUDT14 NUDT15 NUDT16 NUDT16L1 NUDT17 NUDT18 NUDT19 NUDT2 NUDT22 NUDT3 NUDT4 NUDT4B NUDT5 NUDT6 NUDT7 NUDT8 NUDT9 NUGGC NVL OLA1 OPA1 ORC1 ORC4 PEX1 PEX6 PFN2 PGP PHOSPHO1 PIF1 PLPP1 PLPP4 PLPP5 PLPP6 PMS1 PMS2 PMS2P1 PMS2P3 PMS2P5 PMS2P6 PPA1 PPA2 PRUNE1 PRUNE2 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 RAB10 RAB11A RAB11B RAB12 RAB13 RAB14 RAB15 RAB17 RAB18 RAB19 RAB1A RAB1B RAB1C RAB20 RAB21 RAB22A RAB23 RAB24 RAB25 RAB26 RAB27A RAB27B RAB28 RAB29 RAB2A RAB2B RAB30 RAB31 RAB32 RAB33A RAB33B RAB34 RAB35 RAB36 RAB37 RAB38 RAB39A RAB39B RAB3A RAB3B RAB3C RAB3D RAB40A RAB40AL RAB40B RAB40C RAB41 RAB42 RAB43 RAB44 RAB4A RAB4B RAB5A RAB5B RAB5C RAB6A RAB6B RAB6C RAB6D RAB7A RAB7B RAB8A RAB8B RAB9A RAB9B RABL2A RABL2B RABL3 RABL6 RAC1 RAC2 RAC3 RAD50 RAD51 RAD51B RAD51D RAD54L RAD54L2 RALA RALB RAN RAP1A RAP1B RAP1BL RAP1GAP RAP2A RAP2B RAP2C RASA1 RASD1 RASD2 RASEF RASL10A RASL10B RASL11A RASL11B RASL12 RECQL RECQL4 RECQL5 REM1 REM2 RERG RERGL RFC1 RFC2 RFC3 RFC4 RFC5 RGS1 RGS10 RGS11 RGS12 RGS13 RGS14 RGS16 RGS17 RGS18 RGS19 RGS2 RGS20 RGS21 RGS3 RGS4 RGS5 RGS6 RGS7 RGS8 RGS9 RHEB RHEBL1 RHOA RHOB RHOBTB1 RHOBTB2 RHOBTB3 RHOC RHOD RHOF RHOG RHOH RHOJ RHOQ RHOT1 RHOT2 RHOU RHOV RIGI RIT1 RIT2 RND1 RND2 RND3 RNF112 RNF213 RNGTT RRAD RRAGA RRAGB RRAGC RRAGD RRAS RRAS2 RSF1 RTEL1 RUVBL1 RUVBL2 SAR1A SAR1B SEPTIN1 SEPTIN10 SEPTIN11 SEPTIN12 SEPTIN14 SEPTIN2 SEPTIN3 SEPTIN4 SEPTIN5 SEPTIN6 SEPTIN7 SEPTIN8 SEPTIN9 SHOC1 SKIC2 SLC25A42 SLFN11 SMARCA5 SMARCAD1 SMC1A SMC1B SMC2 SMC3 SMC4 SMC5 SMCHD1 SNRNP200 SPAST SPATA5 SPATA5L1 SPG7 SRCAP SRP54 SRPRA SUPV3L1 SWSAP1 TAP1 TAP2 TBCC TCP1 TDRD12 TDRD9 THTPA TMEM250 TOR1A TOR1B TOR2A TOR3A TOR4A TPPP TRAP1 TRIM23 TRIP13 TRPM2 TSR1 TUBA1B TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B TUFM TWNK UPF1 VCP VPS4A VPS4B VWA8 WRN WRNIP1 XRCC5 XRCC6 YME1L1 YTHDC2 ZNG1E GOMF_HYDROLASE_ACTIVITY_ACTING_ON_CARBON_NITROGEN_BUT_NOT_PEPTIDE_BONDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HYDROLASE_ACTIVITY_ACTING_ON_CARBON_NITROGEN_BUT_NOT_PEPTIDE_BONDS ACER1 ACER2 ACER3 ACR ACY1 ACY3 ADA ADA2 ADAD1 ADAD2 ADAL ADAR ADARB1 ADARB2 ADAT1 ADAT2 ADAT3 AFMID AGA AGMAT AICDA ALLC AMDHD1 AMDHD2 AMPD1 AMPD2 AMPD3 APOBEC1 APOBEC2 APOBEC3A APOBEC3B APOBEC3C APOBEC3D APOBEC3F APOBEC3G APOBEC3H APOBEC4 ARG1 ARG2 ASAH1 ASAH2 ASAH2B ASPA ASPG ASRGL1 ATIC BTD CAD CAT CD101 CDA CDADC1 CRMP1 DARS1 DCLRE1A DCLRE1B DCTD DDAH1 DDAH2 DHODH DPEP1 DPYS DPYSL2 DPYSL3 DPYSL4 DPYSL5 FAAH FAAH2 FHIT GCH1 GDA GLS GLS2 GNPDA1 GNPDA2 HDAC1 HDAC10 HDAC11 HDAC2 HDAC3 HDAC4 HDAC5 HDAC6 HDAC7 HDAC8 HDAC9 HINT1 HINT2 HINT3 KLK3 LACC1 MBLAC2 MIER1 MIER2 MIER3 MTA2 MTHFD1 MTHFD2 MTHFD2L NAAA NADSYN1 NDST1 NDST2 NDST4 NGLY1 NIT1 NIT2 NTAN1 NTAQ1 OPLAH PADI1 PADI2 PADI3 PADI4 PADI6 PDF PGLYRP1 PGLYRP2 PGLYRP3 PGLYRP4 PIGL PM20D1 PM20D2 RIDA SIRT1 SIRT2 SIRT3 SIRT4 SIRT5 SIRT6 SIRT7 SUDS3 TASP1 TGM2 UPB1 VNN1 VNN2 ZBP1 GOMF_HYDROLASE_ACTIVITY_ACTING_ON_CARBON_NITROGEN_BUT_NOT_PEPTIDE_BONDS_IN_CYCLIC_AMIDES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HYDROLASE_ACTIVITY_ACTING_ON_CARBON_NITROGEN_BUT_NOT_PEPTIDE_BONDS_IN_CYCLIC_AMIDES AMDHD1 CAD CD101 CRMP1 DCLRE1A DCLRE1B DHODH DPEP1 DPYS DPYSL2 DPYSL3 DPYSL4 DPYSL5 MBLAC2 OPLAH GOMF_HYDROLASE_ACTIVITY_ACTING_ON_CARBON_NITROGEN_BUT_NOT_PEPTIDE_BONDS_IN_CYCLIC_AMIDINES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HYDROLASE_ACTIVITY_ACTING_ON_CARBON_NITROGEN_BUT_NOT_PEPTIDE_BONDS_IN_CYCLIC_AMIDINES ADA ADA2 ADAD1 ADAD2 ADAL ADAR ADARB1 ADARB2 ADAT1 ADAT2 ADAT3 AICDA AMPD1 AMPD2 AMPD3 APOBEC1 APOBEC2 APOBEC3A APOBEC3B APOBEC3C APOBEC3D APOBEC3F APOBEC3G APOBEC3H APOBEC4 ATIC CDA CDADC1 DCTD GCH1 GDA LACC1 MTHFD1 MTHFD2 MTHFD2L ZBP1 GOMF_HYDROLASE_ACTIVITY_ACTING_ON_CARBON_NITROGEN_BUT_NOT_PEPTIDE_BONDS_IN_LINEAR_AMIDES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HYDROLASE_ACTIVITY_ACTING_ON_CARBON_NITROGEN_BUT_NOT_PEPTIDE_BONDS_IN_LINEAR_AMIDES ACER1 ACER2 ACER3 ACR ACY1 ACY3 AFMID AGA AMDHD2 ASAH1 ASAH2 ASAH2B ASPA ASPG ASRGL1 BTD CAT DARS1 FAAH FAAH2 FHIT GLS GLS2 HDAC1 HDAC10 HDAC11 HDAC2 HDAC3 HDAC4 HDAC5 HDAC6 HDAC7 HDAC8 HDAC9 HINT1 HINT2 HINT3 KLK3 MIER1 MIER2 MIER3 MTA2 NAAA NADSYN1 NDST1 NDST2 NDST4 NGLY1 NIT1 NIT2 NTAN1 NTAQ1 PDF PGLYRP1 PGLYRP2 PGLYRP3 PGLYRP4 PIGL PM20D1 PM20D2 SIRT1 SIRT2 SIRT3 SIRT4 SIRT5 SIRT6 SIRT7 SUDS3 TASP1 TGM2 UPB1 VNN1 VNN2 GOMF_HYDROLASE_ACTIVITY_ACTING_ON_CARBON_NITROGEN_BUT_NOT_PEPTIDE_BONDS_IN_LINEAR_AMIDINES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HYDROLASE_ACTIVITY_ACTING_ON_CARBON_NITROGEN_BUT_NOT_PEPTIDE_BONDS_IN_LINEAR_AMIDINES AGMAT ALLC ARG1 ARG2 DDAH1 DDAH2 PADI1 PADI2 PADI3 PADI4 PADI6 GOMF_HYDROLASE_ACTIVITY_ACTING_ON_ESTER_BONDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HYDROLASE_ACTIVITY_ACTING_ON_ESTER_BONDS AADAC AADACL2 AADACL3 AADACL4 AARS1 AARS2 AARSD1 ABCD1 ABCD2 ABCD3 ABHD1 ABHD10 ABHD11 ABHD12 ABHD12B ABHD13 ABHD15 ABHD16A ABHD16B ABHD17A ABHD17B ABHD17C ABHD2 ABHD3 ABHD4 ABHD5 ABHD6 ACAA2 ACHE ACOT1 ACOT11 ACOT12 ACOT13 ACOT2 ACOT4 ACOT6 ACOT7 ACOT8 ACOT9 ACP1 ACP2 ACP3 ACP4 ACP5 ACP6 ACP7 ACSBG2 ACY3 ADPRM AEN AGO1 AGO2 AGO3 AGO4 ALDH2 ALPG ALPI ALPL ALPP ANG ANGEL1 ANGEL2 ANKLE1 ANKZF1 AOAH APEX1 APEX2 APLF APMAP APTX ARMT1 ARSA ARSB ARSD ARSF ARSG ARSH ARSI ARSJ ARSK ARSL ASPA ASPG ASTE1 ATP1A1 ATP1A2 AZGP1 BAAT BCHE BDKRB2 BPHL BPNT1 BPNT2 C11orf54 CA1 CA2 CAMK2G CASR CCL5 CCR1 CCR5 CDC14A CDC14B CDC14C CDC25A CDC25B CDC25C CDKN3 CEL CES1 CES2 CES3 CES4A CES5A CHKA CHRM1 CHRM3 CHRM5 CILP CILP2 CLC CNOT1 CNOT2 CNOT6 CNOT6L CNOT7 CNOT8 CNP CPPED1 CPSF3 CTDNEP1 CTDP1 CTDSP1 CTDSP2 CTDSPL CTDSPL2 DAGLA DAGLB DBR1 DCLRE1A DCLRE1B DCLRE1C DCP2 DCPS DDHD1 DDHD2 DDX1 DFFB DICER1 DIS3 DIS3L DIS3L2 DLG1 DNA2 DNAJC6 DNASE1 DNASE1L1 DNASE1L2 DNASE1L3 DNASE2 DNASE2B DPH7 DROSHA DTD1 DTD2 DUSP1 DUSP10 DUSP11 DUSP12 DUSP13 DUSP14 DUSP15 DUSP16 DUSP18 DUSP19 DUSP2 DUSP21 DUSP22 DUSP23 DUSP26 DUSP28 DUSP29 DUSP3 DUSP4 DUSP5 DUSP6 DUSP7 DUSP8 DUSP9 DXO EDNRA ELAC1 ELAC2 EME1 EME2 ENDOD1 ENDOG ENDOU ENDOV ENOPH1 ENPP1 ENPP2 ENPP3 ENPP6 ENPP7 ENSG00000205794 EPHX2 ERCC1 ERCC4 ERCC5 ERI1 ERI2 ERI3 ERN1 ERN2 ESD ETF1 EXD1 EXD2 EXD3 EXO1 EXO5 EXOG EXOSC1 EXOSC10 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 EYA1 EYA2 EYA3 EYA4 F2RL2 FAAH FAM83B FAN1 FANCM FASN FBP1 FBP2 FEN1 FICD FIG4 FRA10AC1 G3BP1 G6PC1 G6PC2 G6PC3 GALNS GDE1 GDPD1 GDPD2 GDPD3 GDPD4 GDPD5 GEN1 GNS GPCPD1 GPLD1 H6PD HACD2 HAGH HAGHL HARBI1 HDDC2 HDDC3 HDHD2 HELZ2 HIBCH IARS1 IARS2 IDS ILKAP IMPA1 IMPA2 INPP1 INPP4A INPP4B INPP5A INPP5B INPP5D INPP5E INPP5F INPP5J INPP5K INPPL1 INTS11 ISG20 ISG20L2 KHNYN LACTB2 LARS1 LARS2 LAS1L LCAT LCK LDAH LGALS13 LHPP LIPA LIPC LIPE LIPF LIPG LIPH LIPI LIPJ LIPK LIPM LIPN LPIN1 LPIN2 LPIN3 LPL LYPLA1 LYPLA2 LYPLAL1 MAP1S MARF1 MBD4 MBLAC1 MBLAC2 MDP1 MEIOB MGLL MGME1 MINPP1 MPPE1 MPPED2 MRE11 MRPL44 MRPL58 MTM1 MTMR1 MTMR14 MTMR2 MTMR3 MTMR4 MTMR6 MTMR7 MTMR8 MUS81 MYG1 MYH3 MYH6 MYH8 N4BP1 N4BP2 NANP NAPEPLD NCEH1 NDST1 NDST2 NDST3 NME1 NOB1 NOCT NOTUM NT5C NT5C1A NT5C1B NT5C2 NT5C3A NT5C3B NT5DC1 NT5DC2 NT5DC3 NT5DC4 NT5E NT5M NTHL1 NUDT12 NUDT16 NUDT16L1 NYNRIN OC90 OCRL OGG1 OLAH PAFAH1B2 PAFAH1B3 PAFAH2 PALD1 PAN2 PAN3 PARN PDE10A PDE11A PDE12 PDE1A PDE1B PDE1C PDE2A PDE3A PDE3B PDE4A PDE4B PDE4C PDE4D PDE5A PDE6A PDE6B PDE6C PDE6G PDE6H PDE7A PDE7B PDE8A PDE8B PDE9A PDIA3 PDP1 PDP2 PDXP PFKFB1 PFKFB2 PFKFB3 PFKFB4 PGAM5 PGAP1 PGAP3 PGAP6 PGBD5 PGLS PGP PHLPP1 PHLPP2 PHOSPHO1 PHOSPHO2 PHPT1 PIKFYVE PIP4P1 PIP4P2 PITPNM3 PIWIL1 PIWIL2 PIWIL3 PIWIL4 PLA1A PLA2G10 PLA2G12A PLA2G12B PLA2G15 PLA2G1B PLA2G2A PLA2G2C PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G4A PLA2G4B PLA2G4C PLA2G4D PLA2G4E PLA2G4F PLA2G5 PLA2G6 PLA2G7 PLAAT1 PLAAT2 PLAAT3 PLAAT4 PLAAT5 PLB1 PLBD1 PLBD2 PLCB1 PLCB2 PLCB3 PLCB4 PLCD1 PLCD3 PLCD4 PLCE1 PLCG1 PLCG2 PLCH1 PLCH2 PLCL1 PLCL2 PLCXD1 PLCXD2 PLCXD3 PLCZ1 PLD1 PLD2 PLD3 PLD4 PLD6 PLPP1 PLPP2 PLPP3 PLPP4 PLPP5 PLPP6 PLPP7 PLPPR1 PLPPR2 PLPPR3 PLPPR4 PLPPR5 PLSCR1 PMS2 PNKD PNKP PNLDC1 PNLIP PNLIPRP1 PNLIPRP2 PNLIPRP3 PNPLA1 PNPLA2 PNPLA3 PNPLA4 PNPLA5 PNPLA6 PNPLA7 PNPLA8 PNPT1 POLD1 POLE POLG POLRMT PON1 PON2 PON3 POP1 POP4 POP5 POP7 PP2D1 PPA2 PPEF1 PPEF2 PPM1A PPM1B PPM1D PPM1E PPM1F PPM1G PPM1H PPM1J PPM1K PPM1L PPM1M PPM1N PPME1 PPP1CA PPP1CB PPP1CC PPP1R3B PPP1R3C PPP1R3D PPP1R3E PPP1R8 PPP2CA PPP2CB PPP2R1A PPP2R5A PPP2R5D PPP3CA PPP3CB PPP3CC PPP3R1 PPP4C PPP4R1 PPP5C PPP6C PPT1 PPT2 PPTC7 PRDX6 PROCA1 PRORP PRORSD1P PRUNE1 PSPH PTEN PTER PTK2 PTP4A1 PTP4A2 PTP4A3 PTPA PTPDC1 PTPMT1 PTPN1 PTPN11 PTPN12 PTPN13 PTPN14 PTPN18 PTPN2 PTPN20 PTPN21 PTPN22 PTPN23 PTPN3 PTPN4 PTPN5 PTPN6 PTPN7 PTPN9 PTPRA PTPRB PTPRC PTPRD PTPRE PTPRF PTPRG PTPRH PTPRJ PTPRK PTPRM PTPRN PTPRN2 PTPRO PTPRQ PTPRR PTPRS PTPRT PTPRU PTPRZ1 PTRH1 PTRH2 PTRHD1 PUDP PXDNL PXYLP1 RAD1 RAD50 RAD51C RAD9A RAG1 RBBP8 RCL1 REXO1 REXO1L1P REXO2 REXO4 REXO5 RGN RIDA RMRP RNASE1 RNASE10 RNASE11 RNASE12 RNASE13 RNASE2 RNASE3 RNASE4 RNASE6 RNASE7 RNASE8 RNASE9 RNASEH1 RNASEH2A RNASEK RNASEL RNASET2 RNGTT RPAP2 RPE65 RPP14 RPP21 RPP25 RPP30 RPP38 RPP40 RPPH1 RPS3 SACM1L SAMHD1 SBF1 SETMAR SGPP1 SGPP2 SGSH SIAE SLFN12 SLFN13 SLFN14 SLX1A SLX1B SMG6 SMPD1 SMPD2 SMPD3 SMPD4 SMPDL3A SMPDL3B SND1 SSH1 SSH2 SSH3 SSU72 SSU72L1 SSU72L2 SSU72L3 SSU72L4 SSU72L5 SSU72L6 STS STYX STYXL1 STYXL2 SULF1 SULF2 SYNJ1 SYNJ2 TAB1 TARS2 TATDN1 TATDN2 TATDN3 TDP1 TDP2 TEFM THEM4 THEM5 TIGAR TIMM50 TNFAIP6 TNS1 TNS2 TNS3 TOE1 TPTE TPTE2 TREX1 TREX2 TRIR TSEN2 TSEN34 TSN TSNAX UBASH3B UBLCP1 USB1 VARS1 VARS2 WRN XRCC1 XRCC3 XRN1 XRN2 YBEY ZC3H12A ZC3H12B ZC3H12C ZC3H12D ZRANB3 GOMF_HYDROLASE_ACTIVITY_ACTING_ON_ETHER_BONDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HYDROLASE_ACTIVITY_ACTING_ON_ETHER_BONDS AKR7A2 ALOX12 EPHX1 EPHX2 EPHX3 LTA4H RNPEP TMEM86A TMEM86B GOMF_HYDROLASE_ACTIVITY_ACTING_ON_GLYCOSYL_BONDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HYDROLASE_ACTIVITY_ACTING_ON_GLYCOSYL_BONDS ABHD10 ACER1 ACER2 ACER3 ADPRH ADPRHL1 ADPRS AGL AMY1A AMY1B AMY1C AMY2A AMY2B APEX1 BST1 CD38 CEMIP CEMIP2 CHI3L1 CHI3L2 CHIA CHIT1 CLN5 CTBS DNPH1 EDEM1 EDEM2 EDEM3 ENGASE FUCA1 FUCA2 GAA GALC GANAB GANC GBA1 GBA2 GBA3 GBE1 GLA GLB1 GLB1L GLB1L2 GLB1L3 GM2A GNE GUSB HEXA HEXB HEXD HPSE HPSE2 HYAL1 HYAL2 HYAL3 HYAL4 IDUA IL18R1 IL18RAP IL1R1 IL1RAP IL1RAPL1 IL1RAPL2 IL1RL1 IL1RL2 KL KLB LALBA LCT LCTL LYG1 LYG2 LYZ LYZL1 LYZL2 LYZL4 LYZL6 MACROD1 MACROD2 MAN1A1 MAN1A2 MAN1B1 MAN1C1 MAN2A1 MAN2A2 MAN2B1 MAN2B2 MAN2C1 MANBA MANEA MANEAL MBD4 MGAM MOGS MPG MUTYH MYORG NAGA NAGLU NAGPA NEIL1 NEIL2 NEIL3 NEU1 NEU2 NEU3 NEU4 NTHL1 OARD1 OGA OGG1 OTOG OTOGL OVGP1 PARG PCNA PGGHG RPS3 SARM1 SI SMPD1 SMPDL3B SMUG1 SPACA3 SPACA5 SPACA5B SPAM1 TDG TLR1 TLR10 TLR2 TLR4 TLR6 TREH UNG GOMF_HYDROLASE_ACTIVITY_HYDROLYZING_N_GLYCOSYL_COMPOUNDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HYDROLASE_ACTIVITY_HYDROLYZING_N_GLYCOSYL_COMPOUNDS ADPRH ADPRHL1 ADPRS APEX1 BST1 CD38 DNPH1 IL18R1 IL18RAP IL1R1 IL1RAP IL1RAPL1 IL1RAPL2 IL1RL1 IL1RL2 MACROD1 MACROD2 MAN2A1 MAN2A2 MBD4 MPG MUTYH NEIL1 NEIL2 NEIL3 NTHL1 OARD1 OGG1 PCNA RPS3 SARM1 SMUG1 TDG TLR1 TLR10 TLR2 TLR4 TLR6 UNG GOMF_HYDROLASE_ACTIVITY_HYDROLYZING_O_GLYCOSYL_COMPOUNDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HYDROLASE_ACTIVITY_HYDROLYZING_O_GLYCOSYL_COMPOUNDS ABHD10 ACER1 ACER2 ACER3 ADPRS AGL AMY1A AMY1B AMY1C AMY2A AMY2B CEMIP CEMIP2 CHI3L1 CHI3L2 CHIA CHIT1 CTBS EDEM1 EDEM2 EDEM3 ENGASE FUCA1 FUCA2 GAA GALC GANAB GANC GBA1 GBA2 GBA3 GBE1 GLA GLB1 GLB1L GLB1L2 GLB1L3 GM2A GNE GUSB HEXA HEXB HEXD HPSE HPSE2 HYAL1 HYAL2 HYAL3 HYAL4 IDUA KL KLB LALBA LCT LCTL LYG1 LYG2 LYZ LYZL1 LYZL2 LYZL4 LYZL6 MAN1A1 MAN1A2 MAN1B1 MAN1C1 MAN2A1 MAN2A2 MAN2B1 MAN2B2 MAN2C1 MANBA MANEA MANEAL MGAM MOGS MYORG NAGA NAGLU NAGPA NEU1 NEU2 NEU3 NEU4 OGA OTOG OTOGL OVGP1 PARG PGGHG SI SPACA3 SPACA5 SPACA5B SPAM1 TREH GOMF_HYDROPEROXY_ICOSATETRAENOATE_DEHYDRATASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HYDROPEROXY_ICOSATETRAENOATE_DEHYDRATASE_ACTIVITY ALOXE3 CYP1A1 CYP1A2 CYP1B1 CYP2S1 PTGIS TBXAS1 GOMF_HYDROXYMETHYL_FORMYL_AND_RELATED_TRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HYDROXYMETHYL_FORMYL_AND_RELATED_TRANSFERASE_ACTIVITY AMT ATIC FTCD GART GCSH MTFMT SHMT1 SHMT2 GOMF_HYDRO_LYASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_HYDRO_LYASE_ACTIVITY ACO1 ACO2 ALAD ALOXE3 APIP AUH CA1 CA10 CA11 CA12 CA13 CA14 CA2 CA3 CA4 CA5A CA5B CA5BP1 CA6 CA7 CA8 CA9 CBS CDYL CYP1A1 CYP1A2 CYP1B1 CYP2S1 DGLUCY ECHDC3 ECHS1 EHHADH ENO1 ENO2 ENO3 ENO4 ENOSF1 ENSG00000274276 FASN FH GATD1 GMDS HACD1 HACD2 HACD3 HACD4 HADHA HADHB HSD17B4 HTD2 IREB2 L3HYPDH NAXD PARK7 PCBD1 PCBD2 PTGIS TBXAS1 TGDS UROC1 UROS GOMF_ICOSANOID_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ICOSANOID_BINDING ALOX5AP GPR31 OXER1 PPARG S100A8 S100A9 STX3 TMEM175 GOMF_ICOSANOID_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ICOSANOID_RECEPTOR_ACTIVITY CYSLTR1 CYSLTR2 HPGD LTB4R LTB4R2 PPARG PTGDR PTGDR2 PTGER1 PTGER2 PTGER3 PTGER4 PTGFR PTGIR TBXA2R GOMF_ICOSANOID_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ICOSANOID_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ABCC3 ABCC4 SLC22A1 SLC22A11 SLC22A2 SLC22A6 SLC22A7 SLC22A8 SLCO1B1 SLCO2A1 SLCO2B1 SLCO3A1 SLCO4A1 GOMF_IGE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_IGE_BINDING FCER1A FCER1G FCER2 LGALS3 MS4A2 GOMF_IGG_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_IGG_BINDING FCER1G FCGR1A FCGR1BP FCGR2A FCGR2B FCGR2C FCGR3A FCGR3B FCGRT PIP UMOD GOMF_IMMUNE_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_IMMUNE_RECEPTOR_ACTIVITY ACKR2 ACKR3 ACKR4 C3AR1 C5AR1 C5AR2 CCR1 CCR10 CCR2 CCR3 CCR4 CCR5 CCR6 CCR7 CCR8 CCR9 CCRL2 CD160 CD200R1 CD4 CD44 CD74 CMKLR1 CNTFR CR1 CR2 CRLF1 CRLF2 CSF2RA CSF2RB CSF3R CTSH CX3CR1 CXCR1 CXCR2 CXCR3 CXCR4 CXCR5 CXCR6 EBI3 EPOR F3 FCER1A FCER1G FCER2 FCGR1A FCGR1BP FCGR2B FCGR3A FLT3 FPR1 FPR2 FPR3 FZD4 GFRA1 GFRA2 GFRA4 GFRAL GHR GPR17 GPR32 GPR32P1 GPR33 GPR35 GPR75 HLA-DOA HLA-DOB HLA-DPA1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 IFNAR1 IFNAR2 IFNGR1 IFNGR2 IFNLR1 IL10RA IL10RB IL11RA IL12B IL12RB1 IL12RB2 IL13RA1 IL13RA2 IL15RA IL17RA IL17RB IL17RC IL17RD IL17RE IL17REL IL18R1 IL18RAP IL1R1 IL1R2 IL1RAP IL1RAPL2 IL1RL1 IL1RL2 IL20RA IL20RB IL21R IL22RA1 IL22RA2 IL23R IL27RA IL2RA IL2RB IL2RG IL31RA IL3RA IL4R IL5RA IL6R IL6ST IL7R IL9R KIR2DL4 KIR2DS5 KIR3DL1 KIR3DS1 KLRC1 KLRC2 KLRC4-KLRK1 KLRD1 KLRF1 KLRK1 LEPR LIFR LILRA1 LILRA2 LILRA3 LILRA4 LILRA5 LILRB1 LILRB2 LILRB4 MPL MR1 OSMR PIGR PRLR XCR1 GOMF_IMMUNOGLOBULIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_IMMUNOGLOBULIN_BINDING AMBP CD22 FCAR FCER1A FCER1G FCER2 FCGR1A FCGR1BP FCGR2A FCGR2B FCGR2C FCGR3A FCGR3B FCGRT GRIA1 HRG JCHAIN LGALS3 LILRA2 MS4A1 MS4A2 PIP UMOD VWF GOMF_IMMUNOGLOBULIN_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_IMMUNOGLOBULIN_RECEPTOR_ACTIVITY CD200R1 FCER1A FCER1G FCER2 FCGR1A FCGR1BP FCGR2B FCGR3A PIGR GOMF_IMMUNOGLOBULIN_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_IMMUNOGLOBULIN_RECEPTOR_BINDING CLEC4D CR2 FES FGR FLNA IGHA1 IGHA2 IGHE IGHG1 IGHG2 IGHG3 IGHG4 IGHM JCHAIN NCR3LG1 TARM1 GOMF_IMPORTIN_ALPHA_FAMILY_PROTEIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_IMPORTIN_ALPHA_FAMILY_PROTEIN_BINDING CDADC1 DESI1 DHX9 EI24 GOLGA2 KPNB1 RAN RB1 TPX2 GOMF_INHIBITORY_EXTRACELLULAR_LIGAND_GATED_MONOATOMIC_ION_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_INHIBITORY_EXTRACELLULAR_LIGAND_GATED_MONOATOMIC_ION_CHANNEL_ACTIVITY GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRE GABRG1 GABRG2 GABRG3 GLRA1 GLRA2 GLRA3 GLRB GOMF_INHIBITORY_MHC_CLASS_I_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_INHIBITORY_MHC_CLASS_I_RECEPTOR_ACTIVITY KIR2DS5 KIR3DL1 LILRA1 LILRA2 LILRA3 LILRA4 LILRA5 LILRB1 LILRB2 LILRB4 GOMF_INITIATOR_METHIONYL_AMINOPEPTIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_INITIATOR_METHIONYL_AMINOPEPTIDASE_ACTIVITY ACTMAP METAP1 METAP1D METAP2 RNPEPL1 GOMF_INORGANIC_ANION_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_INORGANIC_ANION_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ABCC1 ABCC10 ABCC11 ABCC2 ABCC3 ABCC4 ABCC5 ABCC6 ABCC9 ADAMTS8 ANKH ANO1 ANO10 ANO2 ANO3 ANO4 ANO5 ANO6 ANO7 ANO8 ANO9 APOL1 AQP6 BEST1 BEST2 BEST3 BEST4 BSND CFTR CLCA1 CLCA2 CLCA3P CLCA4 CLCC1 CLCN1 CLCN2 CLCN3 CLCN4 CLCN5 CLCN6 CLCN7 CLCNKA CLCNKB CLDN17 CLDN4 CLIC1 CLIC2 CLIC3 CLIC4 CLIC5 CLIC6 FXYD1 FXYD3 GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRB1 GABRB2 GABRB3 GABRD GABRE GABRG1 GABRG2 GABRG3 GABRP GABRQ GABRR1 GABRR2 GABRR3 GET3 GLRA1 GLRA2 GLRA3 GLRB KCNT2 MFSD5 MFSD8 NMUR2 OCA2 PACC1 SLC12A1 SLC12A2 SLC12A3 SLC12A4 SLC12A5 SLC12A6 SLC12A7 SLC12A8 SLC12A9 SLC13A1 SLC13A4 SLC17A1 SLC17A6 SLC17A7 SLC17A8 SLC18A1 SLC18A2 SLC1A1 SLC1A4 SLC1A7 SLC22A1 SLC22A11 SLC22A6 SLC22A8 SLC25A10 SLC25A11 SLC25A14 SLC25A27 SLC25A30 SLC26A1 SLC26A10P SLC26A11 SLC26A2 SLC26A3 SLC26A4 SLC26A5 SLC26A6 SLC26A7 SLC26A8 SLC26A9 SLC37A1 SLC37A2 SLC37A3 SLC37A4 SLC4A1 SLC4A10 SLC4A11 SLC4A2 SLC4A3 SLC4A4 SLC4A5 SLC4A7 SLC4A8 SLC4A9 SLC5A5 SLC5A6 SLC6A1 SLC6A11 SLC6A12 SLC6A13 SLC6A18 SLC6A2 SLC6A3 SLC6A4 SLC6A6 SLC6A8 TTYH1 TTYH2 TTYH3 UCP2 XPR1 GOMF_INORGANIC_DIPHOSPHATE_PHOSPHATASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_INORGANIC_DIPHOSPHATE_PHOSPHATASE_ACTIVITY ALPL LHPP PPA1 PPA2 PRUNE1 GOMF_INORGANIC_MOLECULAR_ENTITY_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_INORGANIC_MOLECULAR_ENTITY_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ABCC1 ABCC10 ABCC11 ABCC2 ABCC3 ABCC4 ABCC5 ABCC6 ABCC8 ABCC9 ADAMTS8 ANKH ANO1 ANO10 ANO2 ANO3 ANO4 ANO5 ANO6 ANO7 ANO8 ANO9 ANXA2 ANXA2P2 ANXA6 ANXA9 APOL1 AQP1 AQP10 AQP11 AQP12A AQP12B AQP2 AQP3 AQP4 AQP5 AQP6 AQP7 AQP7B AQP7P3 AQP8 AQP9 ASIC1 ASIC2 ASIC3 ASIC4 ASIC5 ATP12A ATP13A1 ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP1B4 ATP2A1 ATP2A2 ATP2A3 ATP2B1 ATP2B2 ATP2B3 ATP2B4 ATP2C1 ATP2C2 ATP4A ATP4B ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5F1EP2 ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5MGL ATP5PB ATP5PD ATP5PF ATP5PO ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1C2 ATP6V1D ATP6V1E1 ATP6V1E2 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1G3 ATP6V1H ATP7A ATP7B BEST1 BEST2 BEST3 BEST4 BNIP1 BSND CACHD1 CACNA1A CACNA1B CACNA1C CACNA1D CACNA1E CACNA1F CACNA1G CACNA1H CACNA1I CACNA1S CACNA2D1 CACNA2D2 CACNA2D3 CACNA2D4 CACNB1 CACNB2 CACNB3 CACNB4 CACNG1 CACNG2 CACNG3 CACNG4 CACNG5 CACNG6 CACNG7 CACNG8 CALHM1 CATSPER1 CATSPER2 CATSPER3 CATSPER4 CCDC51 CCT8L2 CFTR CHP1 CHRNA10 CHRNA7 CHRNA9 CLCA1 CLCA2 CLCA3P CLCA4 CLCC1 CLCN1 CLCN2 CLCN3 CLCN4 CLCN5 CLCN6 CLCN7 CLCNKA CLCNKB CLDN16 CLDN17 CLDN4 CLIC1 CLIC2 CLIC3 CLIC4 CLIC5 CLIC6 CNNM2 CNNM4 COX15 COX4I1 COX4I2 COX5A COX5B COX6B1 COX7A1 COX7A2L COX7B COX8A CTNS CUL5 CYB5A CYC1 DMAC2L FKBP1B FXYD1 FXYD3 FXYD4 GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRB1 GABRB2 GABRB3 GABRD GABRE GABRG1 GABRG2 GABRG3 GABRP GABRQ GABRR1 GABRR2 GABRR3 GET3 GHITM GLRA1 GLRA2 GLRA3 GLRB GPM6A GRIA1 GRIA2 GRIA3 GRIA4 GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B HCN1 HCN2 HCN3 HCN4 HTR1B HVCN1 ITGAV ITPR1 ITPR2 ITPR3 KCNA1 KCNA10 KCNA2 KCNA3 KCNA4 KCNA5 KCNA6 KCNA7 KCNAB1 KCNAB2 KCNAB3 KCNB1 KCNB2 KCNC1 KCNC2 KCNC3 KCNC4 KCND1 KCND2 KCND3 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNF1 KCNG1 KCNG2 KCNG3 KCNG4 KCNH1 KCNH2 KCNH3 KCNH4 KCNH5 KCNH6 KCNH7 KCNH8 KCNIP1 KCNIP2 KCNIP3 KCNIP4 KCNJ1 KCNJ10 KCNJ11 KCNJ12 KCNJ13 KCNJ14 KCNJ15 KCNJ16 KCNJ18 KCNJ2 KCNJ3 KCNJ4 KCNJ5 KCNJ6 KCNJ8 KCNJ9 KCNK1 KCNK10 KCNK12 KCNK13 KCNK15 KCNK16 KCNK17 KCNK18 KCNK2 KCNK3 KCNK4 KCNK5 KCNK6 KCNK7 KCNK9 KCNMA1 KCNMB1 KCNMB2 KCNMB3 KCNMB4 KCNN1 KCNN2 KCNN3 KCNN4 KCNQ1 KCNQ2 KCNQ3 KCNQ4 KCNQ5 KCNS1 KCNS2 KCNS3 KCNT1 KCNT2 KCNU1 KCNV1 KCNV2 LETM1 LRRC26 LRRC38 LRRC52 LRRC55 MAGT1 MCOLN1 MCOLN2 MCOLN3 MCU MFSD2A MFSD5 MFSD8 MIP MMGT1 MRS2 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MTCO2P12 NALCN NALF1 NALF2 NCS1 NIPA1 NIPA2 NIPAL1 NIPAL2 NIPAL3 NIPAL4 NMUR2 NNT NOX5 OCA2 OPRM1 ORAI1 ORAI2 ORAI3 OTOP1 OTOP2 OTOP3 P2RX4 PACC1 PANX1 PDPN PKD1 PKD1L1 PKD1L2 PKD1L3 PKD2 PKD2L1 PKD2L2 PKDREJ PSEN1 PTK2B RASA3 RHAG RHBG RHCE RHCG RHD RYR1 RYR2 RYR3 SCN10A SCN11A SCN1A SCN1B SCN2A SCN2B SCN3A SCN3B SCN4A SCN4B SCN5A SCN7A SCN8A SCN9A SCNN1A SCNN1B SCNN1D SCNN1G SEC61A1 SHROOM2 SLC10A1 SLC10A2 SLC10A3 SLC10A4 SLC10A5 SLC10A6 SLC11A1 SLC11A2 SLC12A1 SLC12A2 SLC12A3 SLC12A4 SLC12A5 SLC12A6 SLC12A7 SLC12A8 SLC12A9 SLC13A1 SLC13A2 SLC13A3 SLC13A4 SLC13A5 SLC14A1 SLC15A1 SLC15A2 SLC15A3 SLC15A4 SLC16A1 SLC16A3 SLC17A1 SLC17A2 SLC17A3 SLC17A4 SLC17A5 SLC17A6 SLC17A7 SLC17A8 SLC18A1 SLC18A2 SLC18A3 SLC18B1 SLC1A1 SLC1A2 SLC1A3 SLC1A4 SLC1A6 SLC1A7 SLC20A1 SLC20A2 SLC22A1 SLC22A11 SLC22A6 SLC22A8 SLC23A1 SLC23A2 SLC24A1 SLC24A2 SLC24A3 SLC24A4 SLC24A5 SLC25A10 SLC25A11 SLC25A12 SLC25A13 SLC25A14 SLC25A18 SLC25A22 SLC25A23 SLC25A24 SLC25A25 SLC25A27 SLC25A28 SLC25A3 SLC25A30 SLC25A37 SLC25A4 SLC25A5 SLC26A1 SLC26A10P SLC26A11 SLC26A2 SLC26A3 SLC26A4 SLC26A5 SLC26A6 SLC26A7 SLC26A8 SLC26A9 SLC28A1 SLC28A2 SLC28A3 SLC29A1 SLC2A10 SLC2A13 SLC2A9 SLC30A1 SLC30A10 SLC30A2 SLC30A3 SLC30A4 SLC30A5 SLC30A6 SLC30A7 SLC30A8 SLC30A9 SLC31A1 SLC31A2 SLC32A1 SLC34A1 SLC34A2 SLC34A3 SLC36A1 SLC36A2 SLC36A3 SLC37A1 SLC37A2 SLC37A3 SLC37A4 SLC38A1 SLC38A2 SLC38A3 SLC38A4 SLC38A5 SLC38A7 SLC39A1 SLC39A10 SLC39A11 SLC39A12 SLC39A13 SLC39A14 SLC39A2 SLC39A3 SLC39A4 SLC39A5 SLC39A6 SLC39A7 SLC39A8 SLC39A9 SLC3A2 SLC40A1 SLC41A1 SLC41A2 SLC41A3 SLC45A1 SLC45A2 SLC45A3 SLC45A4 SLC46A1 SLC46A3 SLC47A1 SLC47A2 SLC4A1 SLC4A10 SLC4A11 SLC4A2 SLC4A3 SLC4A4 SLC4A5 SLC4A7 SLC4A8 SLC4A9 SLC5A1 SLC5A10 SLC5A11 SLC5A12 SLC5A2 SLC5A3 SLC5A4 SLC5A5 SLC5A6 SLC5A7 SLC5A8 SLC5A9 SLC6A1 SLC6A11 SLC6A12 SLC6A13 SLC6A14 SLC6A15 SLC6A18 SLC6A2 SLC6A20 SLC6A3 SLC6A4 SLC6A5 SLC6A6 SLC6A7 SLC6A8 SLC6A9 SLC8A1 SLC8A2 SLC8A3 SLC8B1 SLC9A1 SLC9A2 SLC9A3 SLC9A4 SLC9A5 SLC9A6 SLC9A7 SLC9A8 SLC9A9 SLC9B1 SLC9B2 SLC9C1 SLC9C2 SNAP25 STIM2 SURF1 TCIRG1 TMC1 TMC2 TMCO1 TMCO3 TMEM165 TMEM175 TMEM37 TMEM38A TMEM38B TMEM63A TMEM63B TMEM63C TPCN1 TPCN2 TRPA1 TRPC1 TRPC3 TRPC4 TRPC4AP TRPC5 TRPC6 TRPC7 TRPM1 TRPM2 TRPM3 TRPM4 TRPM5 TRPM6 TRPM7 TRPM8 TRPV1 TRPV2 TRPV3 TRPV4 TRPV5 TRPV6 TSPOAP1 TTYH1 TTYH2 TTYH3 TUSC3 UCP1 UCP2 UCP3 UQCR10 UQCRC1 UQCRFS1 UQCRFS1P1 UQCRH XPR1 ZDHHC13 GOMF_INORGANIC_PHOSPHATE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_INORGANIC_PHOSPHATE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ANKH SLC17A7 SLC20A1 SLC20A2 SLC25A23 SLC25A24 SLC25A25 SLC25A3 GOMF_INOSITOL_1_3_4_5_6_PENTAKISPHOSPHATE_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_INOSITOL_1_3_4_5_6_PENTAKISPHOSPHATE_KINASE_ACTIVITY IP6K1 IP6K2 IP6K3 PPIP5K1 PPIP5K2 GOMF_INOSITOL_1_3_4_5_TETRAKISPHOSPHATE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_INOSITOL_1_3_4_5_TETRAKISPHOSPHATE_BINDING ADAP1 ADAP2 ASTN2 ITPR3 SYT2 GOMF_INOSITOL_1_4_5_TRISPHOSPHATE_5_PHOSPHATASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_INOSITOL_1_4_5_TRISPHOSPHATE_5_PHOSPHATASE_ACTIVITY INPP5A INPP5B INPP5D INPP5J INPP5K OCRL SYNJ1 GOMF_INOSITOL_1_4_5_TRISPHOSPHATE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_INOSITOL_1_4_5_TRISPHOSPHATE_BINDING CYTH2 ITPR1 ITPR2 ITPR3 PLCL2 RPH3A TRPC1 TRPC3 TRPC4 TRPC5 TRPC6 TRPC7 GOMF_INOSITOL_BISPHOSPHATE_PHOSPHATASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_INOSITOL_BISPHOSPHATE_PHOSPHATASE_ACTIVITY INPP1 INPP4A INPP4B INPP5K MTMR7 GOMF_INOSITOL_PHOSPHATE_PHOSPHATASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_INOSITOL_PHOSPHATE_PHOSPHATASE_ACTIVITY IMPA1 IMPA2 INPP1 INPP4A INPP4B INPP5A INPP5B INPP5D INPP5E INPP5F INPP5J INPP5K INPPL1 MINPP1 MTMR7 OCRL PTEN SYNJ1 GOMF_INOSITOL_POLYPHOSPHATE_5_PHOSPHATASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_INOSITOL_POLYPHOSPHATE_5_PHOSPHATASE_ACTIVITY INPP5A INPP5D INPP5E INPP5J INPP5K INPPL1 OCRL GOMF_INOSITOL_TETRAKISPHOSPHATE_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_INOSITOL_TETRAKISPHOSPHATE_KINASE_ACTIVITY IPMK ITPK1 ITPKA ITPKB ITPKC GOMF_INOSITOL_TETRAKISPHOSPHATE_PHOSPHATASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_INOSITOL_TETRAKISPHOSPHATE_PHOSPHATASE_ACTIVITY INPP5A INPP5B INPP5D INPP5J INPP5K MINPP1 OCRL PTEN GOMF_INOSITOL_TRISPHOSPHATE_PHOSPHATASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_INOSITOL_TRISPHOSPHATE_PHOSPHATASE_ACTIVITY INPP1 INPP4A INPP4B INPP5A INPP5B INPP5D INPP5E INPP5J INPP5K INPPL1 OCRL SYNJ1 GOMF_INSULIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_INSULIN_BINDING C2CD2L IDE IGF1R INSR PIK3R1 GOMF_INSULIN_LIKE_GROWTH_FACTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_INSULIN_LIKE_GROWTH_FACTOR_BINDING CCN2 IGF1R IGF2R IGFALS IGFBP1 IGFBP2 IGFBP3 IGFBP4 IGFBP5 IGFBP6 IGFBP7 IGFBPL1 INSR ITGA6 ITGAV ITGB3 ITGB4 KAZALD1 LRP2 GOMF_INSULIN_LIKE_GROWTH_FACTOR_II_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_INSULIN_LIKE_GROWTH_FACTOR_II_BINDING IGF2R IGFBP1 IGFBP2 IGFBP3 IGFBP4 IGFBP5 IGFBP6 INSR GOMF_INSULIN_LIKE_GROWTH_FACTOR_I_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_INSULIN_LIKE_GROWTH_FACTOR_I_BINDING IGF1R IGFBP1 IGFBP2 IGFBP3 IGFBP4 IGFBP5 IGFBP6 INSR ITGA6 ITGAV ITGB3 ITGB4 LRP2 GOMF_INSULIN_LIKE_GROWTH_FACTOR_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_INSULIN_LIKE_GROWTH_FACTOR_RECEPTOR_BINDING ARRB1 CRK GNAS IGF1 IGF2 INS INSL4 INSR IRS1 PIK3R1 REN SHC1 SOCS1 SOCS2 YWHAG YWHAH GOMF_INSULIN_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_INSULIN_RECEPTOR_BINDING CCDC88A ENPP1 GRB10 IGF1 IGF1R IGF2 INS INSL3 IRS1 IRS2 IRS4 LMBRD1 PHIP PIK3R1 PTPN1 PTPN11 SHC1 SNX1 SNX2 SNX4 SORBS1 SRC GOMF_INSULIN_RECEPTOR_SUBSTRATE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_INSULIN_RECEPTOR_SUBSTRATE_BINDING GRB2 IGF1R INSR INSRR JAK2 LONP1 NCL PIK3CA PIK3CB PIK3R1 PRKCD PRKCZ ZNF592 GOMF_INTEGRIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_INTEGRIN_BINDING ACTN1 ACTN2 ACTN3 ACTN4 ADAM10 ADAM11 ADAM15 ADAM17 ADAM2 ADAM22 ADAM23 ADAM9 ADAMTS13 ADAMTS5 ADAMTS8 ANGPTL3 ANXA7 CALR CASR CCN1 CCN2 CCN3 CCN4 CCN5 CCN6 CD151 CD177 CD226 CD40LG CD81 CD9 CDH17 CDH26 CIB2 COL16A1 COL3A1 COL4A3 COL5A1 COMP CX3CL1 CXADR CXCL12 DMP1 DST ECM2 EDIL3 EGFL6 EMILIN1 EMP2 ESM1 F11R FAP FBLN1 FBLN5 FBN1 FCER2 FERMT1 FERMT2 FERMT3 FGF1 FGF2 FN1 FRMD5 GFAP GFRA1 GPNMB HMGB1 IBSP ICAM1 ICAM2 ICAM3 ICAM4 ICAM5 IGF1 IGF2 IL1B ISG15 ITGA1 ITGA10 ITGA11 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA6 ITGA7 ITGA8 ITGA9 ITGAD ITGAE ITGAL ITGAM ITGAV ITGAX ITGB1 ITGB1BP1 ITGB1BP2 ITGB2 ITGB3 ITGB4 ITGB5 ITGB6 ITGB7 ITGB8 ITGBL1 JAM2 JAM3 JAML KDR LAMA5 LAMB2 LCP1 LGALS8 LTBP4 LYN MADCAM1 MFGE8 MMP14 MYH9 NF2 NISCH NPNT NRG1 P4HB PLPP3 PPIA PRKCA PTK2 PTN PTPN2 PTPRZ1 S1PR2 S1PR3 SEMA7A SFRP2 SLC6A4 SPP1 SRC SYK TGFBI THBS1 THBS4 THY1 TLN1 TLN2 TNN TNXB TSPAN4 TSPAN8 UTRN VCAM1 VTN VWF GOMF_INTERFERON_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_INTERFERON_RECEPTOR_ACTIVITY IFNAR1 IFNAR2 IFNGR1 IFNGR2 IL22RA1 GOMF_INTERLEUKIN_12_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_INTERLEUKIN_12_RECEPTOR_BINDING IL12A IL12B IL12RB1 IL23R JAK2 GOMF_INTERLEUKIN_17_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_INTERLEUKIN_17_RECEPTOR_ACTIVITY IL17RA IL17RB IL17RC IL17RD IL17RE IL17REL IL27RA IL6ST GOMF_INTERLEUKIN_1_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_INTERLEUKIN_1_BINDING A2M HAX1 IL1R1 IL1R2 IL1RAPL1 IL1RN IL36RN NLRP7 PXDN TRIM16 GOMF_INTERLEUKIN_1_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_INTERLEUKIN_1_RECEPTOR_ACTIVITY IL18R1 IL1R1 IL1R2 IL1RAP IL1RAPL2 IL1RL1 IL1RL2 GOMF_INTERLEUKIN_1_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_INTERLEUKIN_1_RECEPTOR_BINDING ERAP1 IL1A IL1B IL1F10 IL1RAP IL1RN IL36A IL36B IL36G IL36RN IL37 IRAK4 MYD88 TLR5 TLR9 TOLLIP TRIP6 GOMF_INTERLEUKIN_2_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_INTERLEUKIN_2_RECEPTOR_BINDING ECM1 GATA3 IL2 IL21 TIMM50 GOMF_INTERLEUKIN_6_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_INTERLEUKIN_6_RECEPTOR_BINDING ADAM17 CNTF ERAP1 IL6 IL6R IL6ST PYCARD GOMF_INTERMEDIATE_FILAMENT_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_INTERMEDIATE_FILAMENT_BINDING EPPK1 FAM83H KRT14 KRT74 MTM1 NES PKP1 PKP2 SIRT1 SYNM VIM GOMF_INTRACELLULAR_CAMP_ACTIVATED_CATION_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_INTRACELLULAR_CAMP_ACTIVATED_CATION_CHANNEL_ACTIVITY CNGA1 CNGA2 CNGA3 CNGA4 CNGB1 CNGB3 HCN1 HCN2 HCN4 GOMF_INTRACELLULAR_CGMP_ACTIVATED_CATION_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_INTRACELLULAR_CGMP_ACTIVATED_CATION_CHANNEL_ACTIVITY AQP1 CNGA1 CNGA2 CNGA3 CNGA4 CNGB1 CNGB3 GOMF_INTRACELLULAR_CHLORIDE_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_INTRACELLULAR_CHLORIDE_CHANNEL_ACTIVITY ANO1 ANO10 ANO2 ANO3 ANO4 ANO5 ANO6 ANO7 ANO8 ANO9 BEST1 CLCA1 CLCA2 CLCA4 NMUR2 OCA2 TTYH1 TTYH2 TTYH3 GOMF_INTRACELLULAR_CYCLIC_NUCLEOTIDE_ACTIVATED_MONOATOMIC_CATION_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_INTRACELLULAR_CYCLIC_NUCLEOTIDE_ACTIVATED_MONOATOMIC_CATION_CHANNEL_ACTIVITY AQP1 CNGA1 CNGA2 CNGA3 CNGA4 CNGB1 CNGB3 HCN1 HCN2 HCN4 KCNA10 GOMF_INTRACELLULAR_LIGAND_GATED_MONOATOMIC_ION_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_INTRACELLULAR_LIGAND_GATED_MONOATOMIC_ION_CHANNEL_ACTIVITY AQP1 BNIP1 CFTR CNGA1 CNGA2 CNGA3 CNGA4 CNGB1 CNGB3 FKBP1B HCN1 HCN2 HCN4 ITPR1 ITPR2 ITPR3 KCNA10 MCOLN1 MCOLN2 MCOLN3 PKD2 RASA3 RYR1 RYR2 RYR3 TPCN1 TPCN2 TRPA1 TRPM2 TRPV1 GOMF_INTRACILIARY_TRANSPORT_PARTICLE_B_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_INTRACILIARY_TRANSPORT_PARTICLE_B_BINDING KIF3B KIFAP3 TTC26 TTC30A TTC30B GOMF_INTRAMEMBRANE_LIPID_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_INTRAMEMBRANE_LIPID_TRANSPORTER_ACTIVITY ABCA1 ABCA12 ABCA2 ABCA3 ABCA4 ABCA7 ABCB1 ABCB4 ABCG1 ANO3 ANO4 ANO6 ANO9 ATG9A ATG9B ATP10A ATP10B ATP10D ATP11A ATP11B ATP11C ATP8A1 ATP8A2 ATP8B1 ATP8B2 ATP8B3 ATP8B4 ATP9A ATP9B CLPTM1L MFSD2A PLSCR1 PLSCR2 PLSCR3 PLSCR4 PLSCR5 RFT1 TMEM30A TMEM30B TMEM41B VMP1 XKR8 GOMF_INTRAMOLECULAR_OXIDOREDUCTASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_INTRAMOLECULAR_OXIDOREDUCTASE_ACTIVITY CRELD1 CRELD2 CYP2S1 DCT DDT DDTL EBP EBPL ECH1 ECHS1 ECI1 ECI2 EHHADH ENOPH1 ENOX1 ERP27 ERP29 ERP44 GLRX2 GPI GSTA1 HPGDS HSD3B1 HSD3B2 HYI IDI1 IDI2 ITGB3 MIF MPI MRI1 P4HB PDIA2 PDIA3 PDIA4 PDIA5 PDIA6 PDILT PIGK PTGDS PTGES PTGES2 PTGES3 PTGIS QSOX1 QSOX2 RPIA SREBF2 TBXAS1 TMX3 TPI1 TXNDC5 GOMF_INTRAMOLECULAR_OXIDOREDUCTASE_ACTIVITY_INTERCONVERTING_ALDOSES_AND_KETOSES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_INTRAMOLECULAR_OXIDOREDUCTASE_ACTIVITY_INTERCONVERTING_ALDOSES_AND_KETOSES GPI HYI MPI MRI1 RPIA TPI1 GOMF_INTRAMOLECULAR_OXIDOREDUCTASE_ACTIVITY_TRANSPOSING_C_C_BONDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_INTRAMOLECULAR_OXIDOREDUCTASE_ACTIVITY_TRANSPOSING_C_C_BONDS DCT DDT EBP EBPL ECH1 ECHS1 ECI1 ECI2 EHHADH GSTA1 HSD3B1 HSD3B2 IDI1 IDI2 MIF SREBF2 GOMF_INTRAMOLECULAR_TRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_INTRAMOLECULAR_TRANSFERASE_ACTIVITY ALOXE3 BPGM CYP2J2 DKC1 LSS MMUT PGAM1 PGAM2 PGAM4 PGM1 PGM2 PGM2L1 PGM3 PGM5 PMM1 PMM2 PUS1 PUS10 PUS3 PUS7 PUS7L PUSL1 RPUSD1 RPUSD2 RPUSD3 RPUSD4 TRUB1 TRUB2 GOMF_INTRAMOLECULAR_TRANSFERASE_ACTIVITY_PHOSPHOTRANSFERASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_INTRAMOLECULAR_TRANSFERASE_ACTIVITY_PHOSPHOTRANSFERASES BPGM PGAM1 PGAM2 PGAM4 PGM1 PGM2 PGM2L1 PGM3 PGM5 PMM1 PMM2 GOMF_INTRONIC_TRANSCRIPTION_REGULATORY_REGION_SEQUENCE_SPECIFIC_DNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_INTRONIC_TRANSCRIPTION_REGULATORY_REGION_SEQUENCE_SPECIFIC_DNA_BINDING BCL6 GRHL2 HSF1 HSF2 NCOA2 NKX2-1 SMYD3 VAX1 VAX2 ZC3H8 ZNF350 GOMF_INWARD_RECTIFIER_POTASSIUM_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_INWARD_RECTIFIER_POTASSIUM_CHANNEL_ACTIVITY ABCC8 ABCC9 KCNE2 KCNH2 KCNH6 KCNH7 KCNJ1 KCNJ10 KCNJ11 KCNJ12 KCNJ13 KCNJ14 KCNJ15 KCNJ16 KCNJ18 KCNJ2 KCNJ3 KCNJ4 KCNJ5 KCNJ6 KCNJ8 KCNJ9 KCNK1 KCNK6 KCNN1 KCNN2 KCNN3 GOMF_IODIDE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_IODIDE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ANO1 MFSD8 SLC26A4 SLC5A5 SLC5A6 GOMF_IONOTROPIC_GLUTAMATE_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_IONOTROPIC_GLUTAMATE_RECEPTOR_ACTIVITY GRIA1 GRIA2 GRIA3 GRIA4 GRID1 GRID2 GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B PTK2B GOMF_IONOTROPIC_GLUTAMATE_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_IONOTROPIC_GLUTAMATE_RECEPTOR_BINDING CACNG2 CACNG3 CACNG4 CDK5R1 DLG4 DRD2 FLOT1 GNAS GRIPAP1 IGSF11 MT-ND2 NETO1 NETO2 NSF NSG1 OPHN1 RAPSN SDCBP SHANK1 SHANK2 SHANK3 SHISA6 SHISA7 SQSTM1 GOMF_IRON_ION_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_IRON_ION_BINDING ABCE1 ACO2 ACP5 ADI1 ADO AGMO ALKBH1 ALKBH2 ALKBH3 ALKBH8 ALOX12 ALOX12B ALOX15 ALOX15B ALOX5 ALOXE3 AOX1 BBOX1 CALR CDO1 CH25H CIAPIN1 CYGB CYP11A1 CYP11B1 CYP11B2 CYP17A1 CYP19A1 CYP1A1 CYP1A2 CYP1B1 CYP20A1 CYP21A2 CYP24A1 CYP26A1 CYP26B1 CYP26C1 CYP27A1 CYP27B1 CYP27C1 CYP2A13 CYP2A6 CYP2A7 CYP2B6 CYP2C18 CYP2C19 CYP2C8 CYP2C9 CYP2D6 CYP2D7 CYP2E1 CYP2F1 CYP2G1P CYP2J2 CYP2R1 CYP2S1 CYP2U1 CYP2W1 CYP39A1 CYP3A4 CYP3A43 CYP3A5 CYP3A7 CYP46A1 CYP4A11 CYP4A22 CYP4B1 CYP4F11 CYP4F12 CYP4F2 CYP4F22 CYP4F3 CYP4F8 CYP4V2 CYP4X1 CYP4Z1 CYP4Z2P CYP51A1 CYP7A1 CYP7B1 CYP8B1 DNAJC24 DOHH DPH3 EGLN1 EGLN2 EGLN3 ETHE1 FA2H FAXDC2 FBXL5 FDX1 FECH FTH1 FTH1P19 FTHL17 FTL FTMT FTO FXN HAAO HBA1 HBA2 HBQ1 HBZ HEPH HIF1AN ISCA2 ISCU JMJD6 KDM3A KDM7A LCN2 LTF MELTF MIOX MSMO1 NFU1 OGFOD1 OGFOD2 OGFOD3 P3H1 P3H2 P3H3 P4HA1 P4HA2 P4HA3 P4HTM PAH PHF2 PHF8 PHYH PLOD1 PLOD2 PLOD3 PPEF1 PPEF2 PTGIS RIOX1 RRM2 SC5D SCD SNCA TBXAS1 TET1 TET2 TF TH TMLHE TPH1 TPH2 TYW5 XDH GOMF_IRON_ION_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_IRON_ION_TRANSMEMBRANE_TRANSPORTER_ACTIVITY MCOLN1 MMGT1 SLC11A1 SLC11A2 SLC25A28 SLC25A37 SLC39A14 SLC40A1 TTYH1 GOMF_ISOCITRATE_DEHYDROGENASE_NAD_P_PLUS_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ISOCITRATE_DEHYDROGENASE_NAD_P_PLUS_ACTIVITY IDH1 IDH2 IDH3A IDH3B IDH3G GOMF_ISOMERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ISOMERASE_ACTIVITY AIP AIPL1 ALOX12B ALOXE3 AMACR BPGM CFTR CRELD1 CRELD2 CWC27 CYP2J2 CYP2S1 DCT DDT DDTL DEGS1 DHRS9 DKC1 DSE DSEL EBP EBPL ECH1 ECHS1 ECI1 ECI2 EHHADH ENOPH1 ENOSF1 ENOX1 ERP27 ERP29 ERP44 FBH1 FKBP10 FKBP11 FKBP14 FKBP15 FKBP1A FKBP1B FKBP1C FKBP2 FKBP3 FKBP4 FKBP5 FKBP6 FKBP7 FKBP8 FKBP9 FUOM GALE GALM GFUS GLCE GLRX2 GNE GNPDA1 GNPDA2 GPI GSTA1 GSTZ1 HPGDS HSD17B4 HSD3B1 HSD3B2 HSPD1 HYI IDI1 IDI2 ISYNA1 ITGB3 ITPK1 KATNA1 KATNAL1 KATNAL2 L3HYPDH LSS MCEE MIF MMUT MPI MRI1 NAXE NKTR P4HB PBLD PDIA2 PDIA3 PDIA4 PDIA5 PDIA6 PDILT PGAM1 PGAM2 PGAM4 PGM1 PGM2 PGM2L1 PGM3 PGM5 PIGK PIN1 PIN4 PMM1 PMM2 PPIA PPIAL4A PPIAL4C PPIAL4D PPIAL4E PPIAL4F PPIAL4G PPIAL4H PPIB PPIC PPID PPIE PPIF PPIG PPIH PPIL1 PPIL2 PPIL3 PPIL4 PPIL6 PPWD1 PTGDS PTGES PTGES2 PTGES3 PTGIS PTPA PUS1 PUS10 PUS3 PUS7 PUS7L PUSL1 QSOX1 QSOX2 RANBP2 RENBP RPE RPE65 RPEL1 RPIA RPUSD1 RPUSD2 RPUSD3 RPUSD4 SPAST SPO11 SREBF2 SRR TBXAS1 THAP4 TMX3 TOP1 TOP1MT TOP2A TOP2B TOP3A TOP3B TPI1 TRUB1 TRUB2 TXNDC5 YJEFN3 GOMF_ISOPRENOID_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ISOPRENOID_BINDING ABCA4 ADH4 ADH7 ALDH1A2 C8G CRABP1 CRABP2 CYP26A1 CYP26B1 CYP26C1 CYP27C1 CYP2W1 FABP5 IGF2R LCN12 LRAT NR2F2 OPN3 OPN4 OPN5 PTGDS RARA RBP1 RBP2 RBP3 RBP4 RBP5 RBP7 RHO RLBP1 RXRA SERPINA5 STRA6 UGT1A1 UGT1A10 UGT1A3 UGT1A4 UGT1A6 UGT1A7 UGT1A8 UGT1A9 UGT2B15 UGT2B17 UGT2B4 UGT2B7 GOMF_I_SMAD_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_I_SMAD_BINDING ACVR1B AXIN1 AXIN2 CTNNB1 FKBP1A SMAD1 SMAD2 SMAD3 SMAD4 SMAD5 SMAD6 SMAD7 SMAD9 SMURF1 TGFB1I1 TGFBR1 GOMF_JUN_KINASE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_JUN_KINASE_BINDING DUSP10 DUSP16 GSTP1 HES1 MAD2L2 MAPK8IP1 MAPK8IP2 MAPK8IP3 PTK2 RNF13 SPAG9 GOMF_JUN_KINASE_KINASE_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_JUN_KINASE_KINASE_KINASE_ACTIVITY LRRK2 MAP3K10 MAP3K11 MAP3K12 MAP3K13 MAP3K20 MAP3K21 MAP3K5 MAP3K9 RIPK1 RIPK2 GOMF_K48_LINKED_DEUBIQUITINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_K48_LINKED_DEUBIQUITINASE_ACTIVITY ATXN3 DESI2 MINDY1 MINDY2 MINDY3 MINDY4 MINDY4B OTUD5 OTUD7B USP13 USP15 USP26 USP27X USP36 USP7 USP8 USP9X YOD1 GOMF_K48_LINKED_POLYUBIQUITIN_MODIFICATION_DEPENDENT_PROTEIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_K48_LINKED_POLYUBIQUITIN_MODIFICATION_DEPENDENT_PROTEIN_BINDING IKBKE MINDY1 MINDY2 NPLOC4 RNF31 UBQLN4 UBXN1 UFD1 VCP ZFAND2B GOMF_K63_LINKED_DEUBIQUITINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_K63_LINKED_DEUBIQUITINASE_ACTIVITY ATXN3 BRCC3 CYLD DESI2 OTUD4 OTUD5 PSMD14 STAMBP STAMBPL1 TNFAIP3 USP14 USP27X USP8 USP9X YOD1 GOMF_K63_LINKED_POLYUBIQUITIN_MODIFICATION_DEPENDENT_PROTEIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_K63_LINKED_POLYUBIQUITIN_MODIFICATION_DEPENDENT_PROTEIN_BINDING ASCC2 ATRIP FAAP20 IKBKE IKBKG MINDY2 NPLOC4 OPTN OTUD7A OTUD7B PARP10 PRPF8 RNF168 RNF169 RNF31 SPRTN SQSTM1 TAB2 TAB3 TNFAIP3 TNIP2 UIMC1 WDR81 ZBTB1 ZRANB1 ZRANB3 GOMF_KAINATE_SELECTIVE_GLUTAMATE_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_KAINATE_SELECTIVE_GLUTAMATE_RECEPTOR_ACTIVITY GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 GOMF_KERATIN_FILAMENT_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_KERATIN_FILAMENT_BINDING EPPK1 FAM83H KRT14 KRT74 SIRT1 VIM GOMF_KETOSTEROID_MONOOXYGENASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_KETOSTEROID_MONOOXYGENASE_ACTIVITY AKR1C1 AKR1C2 AKR1C3 AKR1C4 AKR1D1 GOMF_KINASE_ACTIVATOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_KINASE_ACTIVATOR_ACTIVITY ABI1 ACSL1 ACVR2B ADIPOQ AFAP1L2 AGAP2 ALK ALKAL1 ALKAL2 ALS2 ANGPT4 AREG ATG13 BCL10 BMP2 BTC CAB39 CAB39L CALM1 CALM2 CALM3 CCL5 CCNB1 CCND1 CCND2 CCND3 CCNK CCNT1 CCNT2 CCNY CCNYL1 CCNYL2 CCNYL3 CD24 CD40LG CDK5R1 CDK5R2 CDKN1A CKS1B CKS2 DAB2IP DAXX DAZAP2 DBF4 DBF4B DDX3X DGKQ DUSP19 EFNA5 EGF EGFR EPGN EPO ERBB3 ERCC6 EREG ETAA1 FAM20A GAS6 GCN1 GHRL GPRC5A GPRC5B GPRC5C GPRC5D GREM1 GRM5 HBEGF HTR2A IGF2 IL2 IL6ST IQGAP1 IRGM LAMTOR3 LTF LTK MADD MALT1 MAP2K1 MAP2K2 MAP3K12 MAP3K13 MAP3K20 MARK2 MLST8 MNAT1 MOB1A MOB1B MOB2 MOB3A MOB3B MOB3C MT3 MTCP1 NCKAP1L NEK9 NRG1 NRG3 PAK2 PARP16 PARP6 PARP8 PDE8A PIK3CA PIK3R1 PRKAG2 RGCC RHEB RICTOR RPLP1 RPTOR SLC27A1 SPDYA SPRY2 STAP1 STK11 STK3 STK4 STRADA STRADB TAB1 TAOK1 TAOK2 TCL1A TCL1B TGFA TGFBR2 TOM1L1 TREM2 VEGFA WNK1 WNT11 GOMF_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_KINASE_ACTIVITY AAK1 AATK ABL1 ABL2 ACVR1 ACVR1B ACVR1C ACVR2A ACVR2B ACVRL1 ADCK1 ADCK2 ADCK5 ADK ADPGK AGK AK1 AK2 AK3 AK4 AK5 AK6 AK7 AK8 AK9 AKT1 AKT2 AKT3 ALDH18A1 ALK ALPK1 ALPK2 ALPK3 AMHR2 ANKK1 ARAF ATM ATP23 ATR AURKA AURKB AURKC AVP AXL BAZ1B BCKDK BCR BLK BMP2K BMPR1A BMPR1B BMPR2 BMX BRAF BRD2 BRD4 BRSK1 BRSK2 BTK BUB1 BUB1B C8orf44-SGK3 CAD CAMK1 CAMK1D CAMK1G CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 CAMKK1 CAMKK2 CAMKV CARD11 CASK CCL2 CCL3 CCL5 CCL8 CCND1 CCND3 CCNE1 CCNK CDC42BPA CDC42BPB CDC42BPG CDC7 CDK1 CDK10 CDK11A CDK11B CDK12 CDK13 CDK14 CDK15 CDK16 CDK17 CDK18 CDK19 CDK2 CDK20 CDK3 CDK4 CDK5 CDK5R1 CDK6 CDK7 CDK8 CDK9 CDKL1 CDKL2 CDKL3 CDKL4 CDKL5 CDKN1A CERK CERKL CERT1 CHEK1 CHEK2 CHKA CHKB CHUK CIITA CILK1 CIT CKB CKM CKMT1A CKMT1B CKMT2 CLK1 CLK2 CLK3 CLK4 CLP1 CMPK1 CMPK2 COASY COQ8A COQ8B CPNE3 CRIM1 CSF1R CSK CSNK1A1 CSNK1A1L CSNK1D CSNK1E CSNK1G1 CSNK1G2 CSNK1G3 CSNK2A1 CSNK2A2 CSNK2B DAPK1 DAPK2 DAPK3 DCAF1 DCAKD DCK DCLK1 DCLK2 DCLK3 DDR1 DDR2 DGKA DGKB DGKD DGKE DGKG DGKH DGKI DGKK DGKQ DGKZ DGUOK DLG1 DLG2 DMPK DOLK DSTYK DTYMK DYRK1A DYRK1B DYRK2 DYRK3 DYRK4 EEF2K EFEMP1 EFNA3 EFNA4 EFNB3 EGFR EIF2AK1 EIF2AK2 EIF2AK3 EIF2AK4 ENG ENSG00000275993 EPHA1 EPHA10 EPHA2 EPHA3 EPHA4 EPHA5 EPHA6 EPHA7 EPHA8 EPHB1 EPHB2 EPHB3 EPHB4 EPHB6 ERBB2 ERBB3 ERBB4 ERN1 ERN2 ETNK1 ETNK2 FAM20A FAM20B FAM20C FASTK FCSK FER FES FGFR1 FGFR2 FGFR3 FGFR4 FGFRL1 FGGY FGR FLT1 FLT3 FLT4 FN3K FN3KRP FRK FYN GAK GALK1 GALK2 GCK GK GK2 GK5 GLYCTK GNE GRK1 GRK2 GRK3 GRK4 GRK5 GRK6 GRK7 GSK3A GSK3B GUCY2C GUCY2D GUCY2F GUK1 HASPIN HCK HIPK1 HIPK2 HIPK3 HIPK4 HJV HK1 HK2 HK3 HKDC1 HSPB8 HTATIP2 HUNK HYKK IDNK IGF1R IGF2R IKBKB IKBKE ILK INSR INSRR IP6K1 IP6K2 IP6K3 IPMK IPPK IRAK1 IRAK2 IRAK3 IRAK4 ITK ITPK1 ITPKA ITPKB ITPKC JAK1 JAK2 JAK3 KALRN KDR KHK KIT KSR1 KSR2 LATS1 LATS2 LCK LIMK1 LIMK2 LMTK2 LMTK3 LRGUK LRRK1 LRRK2 LTBP1 LTBP4 LTK LYN MAGI3 MAK MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K5 MAP2K6 MAP2K7 MAP3K1 MAP3K10 MAP3K11 MAP3K12 MAP3K13 MAP3K14 MAP3K15 MAP3K19 MAP3K2 MAP3K20 MAP3K21 MAP3K3 MAP3K4 MAP3K5 MAP3K6 MAP3K7 MAP3K8 MAP3K9 MAP4K1 MAP4K2 MAP4K3 MAP4K4 MAP4K5 MAPK1 MAPK10 MAPK11 MAPK12 MAPK13 MAPK14 MAPK15 MAPK3 MAPK4 MAPK6 MAPK7 MAPK8 MAPK9 MAPKAPK2 MAPKAPK3 MAPKAPK5 MARK1 MARK2 MARK3 MARK4 MAST1 MAST2 MAST3 MAST4 MASTL MATK MELK MERTK MET MINK1 MKNK1 MKNK2 MLKL MMD MMD2 MOK MOS MPP1 MST1R MTOR MUSK MVK MYLK MYLK2 MYLK3 MYLK4 MYO3A MYO3B N4BP2 NADK NADK2 NAGK NEK1 NEK10 NEK11 NEK2 NEK3 NEK4 NEK5 NEK6 NEK7 NEK8 NEK9 NIM1K NLK NME1 NME2 NME2P1 NME3 NME4 NME5 NME6 NME7 NME9 NMRK1 NMRK2 NOL9 NPR1 NPR2 NRBP1 NRBP2 NRK NRP1 NRP2 NT5C2 NTRK1 NTRK2 NTRK3 NUAK1 NUAK2 OBSCN OXSR1 PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 PAN3 PANK1 PANK2 PANK3 PANK4 PAPSS1 PAPSS2 PASK PBK PCK1 PDGFRA PDGFRB PDGFRL PDIK1L PDK1 PDK2 PDK3 PDK4 PDPK1 PDXK PEAK1 PEAK3 PFKFB1 PFKFB2 PFKFB3 PFKFB4 PFKL PFKM PFKP PGK1 PGK2 PGM2L1 PHKA1 PHKA2 PHKG1 PHKG2 PI4K2A PI4K2B PI4KA PI4KAP2 PI4KB PIK3C2A PIK3C2B PIK3C2G PIK3C3 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R3 PIK3R4 PIK3R6 PIKFYVE PIM1 PIM2 PIM3 PINK1 PIP4K2A PIP4K2B PIP4K2C PIP5K1A PIP5K1B PIP5K1C PIP5KL1 PIPSL PKDCC PKLR PKM PKMYT1 PKN1 PKN2 PKN3 PLK1 PLK2 PLK3 PLK4 PLK5 PMS2P1 PMS2P11 PMVK PNCK PNKP POMK PPIP5K1 PPIP5K2 PPM1D PPP1R9B PRAG1 PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKACA PRKACB PRKACG PRKAG1 PRKAG2 PRKAG3 PRKCA PRKCB PRKCD PRKCE PRKCG PRKCH PRKCI PRKCQ PRKCZ PRKD1 PRKD2 PRKD3 PRKDC PRKG1 PRKG2 PRKX PRKY PRPF4B PRPS1 PRPS1L1 PRPS2 PSKH1 PSKH2 PSTK PTK2 PTK2B PTK6 PTK7 PXK RAF1 RASSF2 RBKS RET RFK RIOK1 RIOK2 RIOK3 RIPK1 RIPK2 RIPK3 RIPK4 RNASEL ROCK1 ROCK2 ROR1 ROR2 ROS1 RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA4 RPS6KA5 RPS6KA6 RPS6KB1 RPS6KB2 RPS6KC1 RPS6KL1 RSKR RYK SBK1 SBK2 SBK3 SCYL1 SCYL2 SCYL3 SEPHS1 SEPHS2 SGK1 SGK2 SGK3 SGMS1 SGMS2 SHPK SIK1 SIK2 SIK3 SLK SMG1 SNRK SOSTDC1 SPEG SPHK1 SPHK2 SQSTM1 SRC SRMS SRPK1 SRPK2 SRPK3 STK10 STK11 STK16 STK17A STK17B STK19 STK24 STK25 STK26 STK3 STK31 STK32A STK32B STK32C STK33 STK35 STK36 STK38 STK38L STK39 STK4 STK40 STKLD1 STRADA STRADB STYK1 SYK TAF1 TAF1L TAOK1 TAOK2 TAOK3 TBCK TBK1 TEC TEK TESK1 TESK2 TEX14 TGFBR1 TGFBR2 TGFBR3 TGFBR3L TIE1 TJP2 TK1 TK2 TKFC TLK1 TLK2 TNIK TNK1 TNK2 TNNI3K TOP1 TP53RK TPK1 TRIB1 TRIB2 TRIB3 TRIM24 TRIM28 TRIO TRPM6 TRPM7 TRRAP TSSK1B TSSK2 TSSK3 TSSK4 TSSK6 TTBK1 TTBK2 TTK TTN TWF1 TXK TYK2 TYRO3 UCK1 UCK2 UCKL1 UHMK1 ULK1 ULK2 ULK3 ULK4 UPRT VRK1 VRK2 VRK3 WEE1 WEE2 WNK1 WNK2 WNK3 WNK4 XYLB YES1 ZAP70 GOMF_KINASE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_KINASE_BINDING AATF ABI2 ABL1 ACE ACP4 ACSL3 ACTA2 ACTB ACTBL2 ACTG1 ACTL9 ACVR1 ACVRL1 ADAM10 ADAM9 ADCY4 ADCY6 ADD2 ADD3 ADIPOR1 ADRA2A AGAP2 AKAP7 AKT1 ALKAL1 ALKAL2 ANGPT1 ANGPT2 ANGPT4 ANK2 ANKRA2 ANKRD2 AP1B1 AP2A1 AP2A2 APC APPL1 ARHGAP33 ARHGEF16 ARHGEF7 ARRB2 ARTN ATF2 ATF4 ATF5 ATF7 ATG13 ATP1A4 ATP1B1 ATP2B4 AURKA AURKB AVPR1A AVPR1B AXIN1 AXIN2 BAD BAG5 BANK1 BARD1 BCAR1 BCAR3 BCL10 BCL11A BCL2L1 BCL2L11 BCL2L14 BECN1 BICD1 BLNK BMPR2 BORA BRAF BRSK1 BRSK2 BTG1 C1orf112 CAB39 CACNB4 CACUL1 CADM4 CADPS CALM1 CALM2 CALM3 CAMK2N1 CAMK2N2 CARD16 CASP1 CASP9 CASR CASS4 CAV1 CAV2 CAVIN2 CAVIN3 CBL CBLB CBLC CCDC102B CCDC88A CCNA2 CCNB1 CCND1 CCND2 CCND3 CCNE1 CCNE2 CCNK CCNT1 CCNY CCNYL1 CCNYL2 CD160 CD2 CD226 CD24 CD247 CD28 CD3E CD4 CD6 CD8A CDC25A CDC25B CDC25C CDC37 CDC42 CDC6 CDH1 CDH2 CDH5 CDK12 CDK13 CDK5R1 CDK5R2 CDK5RAP1 CDK5RAP2 CDK5RAP3 CDK9 CDKN1A CDKN1B CDKN2A CDKN2B CDKN2C CDKN2D CEACAM1 CEACAM20 CEACAM3 CEACAM4 CEACAM7 CEBPA CEBPB CENPJ CEP152 CEP192 CEP43 CEP68 CHEK2 CHIA CHP1 CIR1 CIT CKS1B CKS2 CLTC CNKSR2 CNOT9 CNPPD1 CNTLN CPNE3 CRK CRKL CRY1 CRY2 CSK CSPG4 CTBP2 CTNNB1 CTNND1 CYLD DAB2IP DACT1 DACT2 DACT3 DAXX DAZAP2 DBF4B DCTN1 DCTN2 DCX DGKD DGKQ DIRAS1 DLG1 DLG2 DLG3 DLG4 DNAJA3 DNAJC3 DNM1 DNM3 DOCK4 DOK2 DOK7 DSCAM DSP DUSP1 DUSP10 DUSP12 DUSP16 DUSP19 DUSP2 DUSP22 DUSP3 DVL1 DVL2 EEF1A1 EEF1A2 EEF2 EGFR EIF3A EIF4ENIF1 ELAVL1 ELMO2 ELP2 EMP2 EPHA1 EPHA4 ERCC6L2 ERRFI1 ESR1 EXOC2 EZR FAF1 FAM83A FAM83B FAM83C FAM83D FAM83E FAM83F FAM83G FAM83H FAS FBXO5 FBXO7 FBXW5 FCRL3 FERMT2 FEZ1 FGR FIZ1 FLNA FLT3LG FNTA FOXM1 FOXO3 FRMD5 FRS2 FRS3 FZD5 GAB2 GAB4 GADD45A GAS6 GATA4 GATA6 GCH1 GCSAM GDF3 GDNF GFAP GFRAL GHR GLRX3 GNAT1 GOLGA2 GP6 GPRC5B GRAPL GRB14 GRB2 GRB7 GRIA1 GRK5 GRM5 GSK3A GSK3B GSKIP GSN GSTP1 GYS1 HCLS1 HDAC5 HDAC7 HDAC9 HES1 HIF1A HINT1 HNRNPA0 HPCA HSF1 HSP90AA1 HSP90AB1 HSP90B2P HSPB1 HTT HYAL2 IBTK IFNAR2 IKBKB IL12RB2 IL15RA IL31RA ILK INKA1 INKA2 IQGAP1 IRAK1 IRAK3 IRAK4 IRF5 IRGM IRS1 IRS2 ITGAV ITGAX ITGB1 ITGB1BP1 ITGB2 ITGB3 JAK2 JAKMIP1 JAKMIP2 JAKMIP3 JTB KAT2B KCNA5 KCNQ1 KHDRBS1 KIF11 KIF13B KIF14 KIF20A KIZ LAPTM4B LAT LATS1 LAX1 LCK LDB3 LDHB LIME1 LIMS1 LIN7B LLGL1 LRBA LRP4 LRRC14 LYST MACROH2A1 MAD2L2 MAG MAML1 MAP2K3 MAP2K6 MAP2K7 MAP3K1 MAP3K11 MAP3K12 MAP3K13 MAP3K2 MAP3K5 MAP3K7 MAP4K2 MAPK14 MAPK4 MAPK6 MAPK7 MAPK8 MAPK8IP1 MAPK8IP2 MAPK8IP3 MAPKAP1 MAPKAPK2 MAPKAPK3 MAPKAPK5 MAPRE1 MAPRE2 MAPRE3 MAPT MARCKS MARVELD3 MAVS MEF2A MFAP3 MICAL1 MICAL2 MIDN MLKL MOB1B MOB4 MSN MST1 MST1L MT-ND2 MTCP1 MVP MYCN MYH6 MYOC MYOM1 MYOM2 NAIP NBEA NBEAL1 NBEAL2 NBR1 NCK1 NCK2 NEDD9 NEFH NEK6 NEK9 NELL1 NELL2 NFATC1 NIN NOD2 NOX4 NPM1 NR3C1 NR4A3 NRG1 NRG3 NRP1 NRTN NSF NTRK1 OXSR1 PAK2 PARK7 PARN PARP1 PARP16 PARP6 PARP8 PAX6 PCNA PDCD10 PDE3B PDE8A PDGFRB PDLIM5 PEBP1 PER1 PER3 PFKFB1 PFKFB2 PFKL PFKM PGAM1 PHYHIP PICK1 PIFO PIH1D1 PIK3IP1 PIK3R1 PIK3R2 PIN1 PINK1 PIP5K1A PITPNM1 PITPNM2 PITPNM3 PIWIL1 PJA2 PKD1 PKIA PKN1 PKP2 PLCG1 PLCG2 PLEK PLG PLK1 POLA1 POLR2A POTEE POTEF POTEI POTEJ POTEKP PPARA PPEF2 PPM1D PPME1 PPP1CB PPP1CC PPP1R12A PPP1R12B PPP1R12C PPP1R15A PPP1R9B PPP2R5A PRAM1 PRC1 PRDX3 PRKAB1 PRKAB2 PRKACA PRKAG1 PRKAG2 PRKAG3 PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCB PRKCD PRKCSH PRKCZ PRKD1 PRKD2 PRKG1 PRKG2 PRKN PRKRIP1 PRLR PRMT1 PRR7 PSG1 PSG3 PSG4 PSG6 PSG7 PSG8 PSG9 PSPN PTAFR PTK2 PTK2B PTN PTPN1 PTPN11 PTPN14 PTPN2 PTPN22 PTPN23 PTPN5 PTPN6 PTPRC PTPRJ PTPRK PTPRR QARS1 RAB11FIP2 RAB8A RAC1 RAC3 RACGAP1 RACK1 RAD23A RAD9A RARA RASGRP3 RB1 RB1CC1 RBBP6 RCC2 RELA RELB RFFL RFPL1 RFPL2 RFPL3 RFPL4A RFPL4AL1 RGCC RGS14 RGS4 RHEB RHOA RHOBTB1 RHOBTB2 RHOC RHOD RHOF RHOG RHOH RHOJ RHOQ RHOU RHOV RICTOR RND1 RND2 RND3 RNF13 RNF138 RNF41 ROR2 RPS19 RPS3 RPS6 RPS6KA3 RPS7 RPTOR RYR2 SASH1 SCN5A SDC4 SFN SGO1 SH2B1 SH2B2 SH2B3 SHC1 SHC2 SHC3 SHC4 SIK1 SIKE1 SIRPA SIRT1 SIT1 SKAP1 SKI SLC12A2 SLC12A4 SLC12A6 SLC12A7 SLC2A1 SMAD1 SMAD3 SMCR8 SNAI1 SNAP91 SOCS1 SOCS5 SOX9 SP100 SPAG9 SPDYA SPDYC SPDYE1 SPDYE10 SPDYE11 SPDYE12 SPDYE14 SPDYE15 SPDYE16 SPDYE17 SPDYE18 SPDYE2 SPDYE21 SPDYE2B SPDYE3 SPDYE4 SPDYE5 SPDYE6 SPDYE7P SPDYE8 SPG11 SPRED1 SPRED2 SPRED3 SPRY2 SQSTM1 SRC SRCIN1 SREBF1 SRSF1 STAP1 STAT3 STAU2 STING1 STK11IP STK38 STRADA STRIP1 STUB1 STX17 STX1A STX1B STXBP1 SUFU SV2A SYK SYN1 TAB1 TAOK2 TAX1BP1 TBC1D14 TBL2 TBR1 TCF3 TCF7L2 TCL1A TCL1B TDG TELO2 TESK1 TEX14 TFPT TFRC THY1 TIAM1 TICAM1 TICAM2 TIRAP TJP2 TNFAIP3 TNIP1 TNIP2 TNNI3 TNS2 TOB1 TOLLIP TOM1L1 TOM1L2 TOP2A TP53 TP73 TPCN2 TPR TPRKB TPX2 TRADD TRAF2 TRAF3 TRAF4 TRAF6 TRAP1 TRAT1 TREM2 TRIB1 TRIB2 TRIB3 TRIM21 TRIM22 TRIM34 TRIM38 TRIM49 TRIM5 TRIM58 TRIM6 TRIM68 TRIM72 TRIM8 TRIP4 TRIP6 TRPV4 TSKS TTC28 TTN TUBA4A TWF2 UBQLN1 UFL1 UGT1A10 UGT1A7 UNC5C USF1 USP37 UTRN VDAC1 VRK1 VRK2 WARS1 WAS WDCP WDR45 WNK1 WWC1 WWC2 WWC3 XIAP YWHAG YWHAZ ZBTB4 ZC3HC1 ZFP36 ZFYVE26 ZPR1 GOMF_KINASE_INHIBITOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_KINASE_INHIBITOR_ACTIVITY AHSG AKT1 AKT1S1 CAMK2N1 CAMK2N2 CASP3 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CDKN2D CEP43 CHP1 CIB1 CIT DEPTOR DNAJC3 DUS2 DUSP19 GMFB GMFG GSKIP HEXIM1 HEXIM2 HSPB1 HYAL2 IBTK INCA1 INKA1 INKA2 ITPRIP KAT2B LILRB4 LRP6 MACROH2A1 MAPK8IP1 MBIP NCK1 NPM1 PARVA PKIA PKIB PKIG PPP1R1B PRKAG2 PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKRIP1 QARS1 RACK1 RHOH RPTOR SFN SH3BP5 SH3BP5L SMCR8 SMO SNCA SOCS1 SOCS3 SPRED1 SPRED2 SPRY2 SPRY4 TAOK3 TESC TRIB1 TRIB2 TRIB3 WARS1 YWHAB YWHAG GOMF_KINASE_REGULATOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_KINASE_REGULATOR_ACTIVITY ABI1 ACSL1 ACVR2B ADIPOQ AFAP1L2 AGAP2 AHSG AKT1 AKT1S1 ALK ALKAL1 ALKAL2 ALS2 ANGPT4 ANKRD54 APC AREG ATG13 BCCIP BCL10 BMP2 BTC CAB39 CAB39L CALM1 CALM2 CALM3 CAMK2N1 CAMK2N2 CASP3 CCKBR CCL5 CCNA1 CCNA2 CCNB1 CCNB2 CCNB3 CCNC CCND1 CCND2 CCND3 CCNE1 CCNE2 CCNF CCNG1 CCNG2 CCNH CCNI CCNI2 CCNJ CCNJL CCNK CCNL1 CCNL2 CCNO CCNP CCNQ CCNT1 CCNT2 CCNY CCNYL1 CCNYL2 CCNYL3 CD24 CD40LG CDC37 CDK4 CDK5R1 CDK5R2 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CDKN2D CEP43 CHP1 CIB1 CISH CIT CKS1B CKS2 CNPPD1 CSNK2B CXCL10 DAB2IP DAXX DAZAP2 DBF4 DBF4B DDX3X DEPTOR DGKQ DNAJC3 DUS2 DUSP19 EFNA5 EGF EGFR ELP3 ELP4 EPGN EPO ERBB3 ERCC6 EREG ETAA1 FAF1 FAM20A GAS6 GCN1 GHRL GMFB GMFG GPRC5A GPRC5B GPRC5C GPRC5D GREM1 GRM5 GSKIP GSTP1 HBEGF HEXIM1 HEXIM2 HSP90AB1 HSPB1 HTR2A HYAL2 IBTK IGF2 IL2 IL6ST INCA1 INKA1 INKA2 IQGAP1 IRGM ITPRIP KAT2B KIDINS220 LAMTOR3 LILRB4 LRP6 LTF LTK MACROH2A1 MADD MALT1 MAP2K1 MAP2K2 MAP3K12 MAP3K13 MAP3K20 MAPK8IP1 MARK2 MBIP MLST8 MNAT1 MOB1A MOB1B MOB2 MOB3A MOB3B MOB3C MT3 MTCP1 NCK1 NCKAP1L NEK9 NPM1 NRG1 NRG3 P3R3URF PAK2 PARP16 PARP6 PARP8 PARVA PDE8A PIK3CA PIK3R1 PIK3R2 PIK3R3 PIK3R5 PIK3R6 PKIA PKIB PKIG PPP1R1B PRKAG1 PRKAG2 PRKAG3 PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKRIP1 QARS1 RAC2 RACK1 RGCC RHEB RHOH RICTOR RPLP1 RPTOR SFN SH3BP5 SH3BP5L SLA2 SLC27A1 SMCR8 SMO SNCA SOCS1 SOCS2 SOCS3 SOCS4 SOCS5 SOCS6 SOCS7 SPDYA SPRED1 SPRED2 SPRY2 SPRY4 STAP1 STK11 STK3 STK4 STRADA STRADB TAB1 TAOK1 TAOK2 TAOK3 TCL1A TCL1B TESC TGFA TGFBR2 TOM1L1 TREM2 TRIB1 TRIB2 TRIB3 VEGFA WARS1 WDR81 WDR91 WNK1 WNT11 YWHAB YWHAG GOMF_KINESIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_KINESIN_BINDING ACTB AP1AR AP1G1 ARHGEF10 ATCAY CLSTN1 CLSTN2 CLSTN3 CROCC DCDC2 DCP1A DISC1 FAM83D IFT88 KCNA2 KCNC1 KIF18B KIF1B KIF5A KIFAP3 KIFBP KLC1 KLC2 KLC3 KLC4 KTN1 LRP8 MAPK8IP1 MAPK8IP2 MAPK8IP3 NEFH NEK6 PIFO PLEKHM2 PRC1 RAB29 SHTN1 SNCA SPAG9 SPTBN5 STAU2 TOR1A TOR1B TTBK2 GOMF_KINETOCHORE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_KINETOCHORE_BINDING CENPE CENPH CLASP1 MAD1L1 SPDL1 TTK GOMF_LACTATE_DEHYDROGENASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_LACTATE_DEHYDROGENASE_ACTIVITY LDHA LDHAL6A LDHAL6B LDHB LDHC LDHD GOMF_LACTATE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_LACTATE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY SLC16A1 SLC16A3 SLC16A7 SLC16A8 SLC5A12 SLC5A8 GOMF_LAMININ_1_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_LAMININ_1_BINDING DAG1 LACRT NID1 NTN4 PXDN SHH SLIT2 GOMF_LAMININ_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_LAMININ_BINDING ACHE ADAM9 ADGRG6 AGRN BCAM CTSS DAG1 GPC1 ITGA2 ITGA3 ITGA6 ITGB1 LACRT LGALS1 LGALS3 LRRC15 LYPD3 NID1 NTN4 PLEKHA2 PXDN RPSA RPSA2 SHH SLIT2 SSC5D THBS1 TINAGL1 GOMF_LAMIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_LAMIN_BINDING AKAP8L BNIP3L IFI27 LBR NARF PKP1 PLCB1 PPP1CC PRNP SUN1 SUN2 SYNE1 TMEM201 TMPO TOR1AIP1 GOMF_LARGE_RIBOSOMAL_SUBUNIT_RRNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_LARGE_RIBOSOMAL_SUBUNIT_RRNA_BINDING MRPL11 RPL12 RPL23 RPLP0 RPLP0P6 RPUSD4 GOMF_LBD_DOMAIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_LBD_DOMAIN_BINDING CITED1 CITED2 MED1 PPARG PROX1 RXRA SPON1 GOMF_LEUCINE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_LEUCINE_BINDING GLUD1 GLUD2 SESN1 SESN2 SESN3 UBR1 UBR2 GOMF_LEUCINE_ZIPPER_DOMAIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_LEUCINE_ZIPPER_DOMAIN_BINDING AATF ATF2 ATF4 CRX DAPK3 DDIT3 JDP2 MRTFA NRL PAWR PMF1 GOMF_LEUKOTRIENE_C4_GAMMA_GLUTAMYL_TRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_LEUKOTRIENE_C4_GAMMA_GLUTAMYL_TRANSFERASE_ACTIVITY GGT1 GGT3P GGT5 GGT6 GGT7 GOMF_LEUKOTRIENE_C4_SYNTHASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_LEUKOTRIENE_C4_SYNTHASE_ACTIVITY ALOX5AP GSTM4 LTC4S MGST2 MGST3 GOMF_LIGAND_GATED_CALCIUM_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_LIGAND_GATED_CALCIUM_CHANNEL_ACTIVITY BNIP1 FKBP1B GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D ITPR1 ITPR2 ITPR3 MCOLN1 MCOLN2 MCOLN3 P2RX4 PKD2 RASA3 RYR1 RYR2 RYR3 TPCN1 TPCN2 TRPA1 TRPM2 TRPM4 TRPM5 TRPM8 TRPV1 GOMF_LIGAND_GATED_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_LIGAND_GATED_CHANNEL_ACTIVITY ABCC8 ABCC9 ANXA6 AQP1 ASIC1 ASIC2 ASIC3 ASIC4 ASIC5 BNIP1 CCDC51 CFTR CHRFAM7A CHRNA1 CHRNA10 CHRNA2 CHRNA3 CHRNA4 CHRNA5 CHRNA6 CHRNA7 CHRNA9 CHRNB1 CHRNB2 CHRNB3 CHRNB4 CHRND CHRNE CHRNG CLCA2 CNGA1 CNGA2 CNGA3 CNGA4 CNGB1 CNGB3 FKBP1B GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRB1 GABRB2 GABRB3 GABRD GABRE GABRG1 GABRG2 GABRG3 GABRP GABRQ GABRR1 GABRR2 GABRR3 GLRA1 GLRA2 GLRA3 GLRB GRIA1 GRIA2 GRIA3 GRIA4 GRID1 GRID2 GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B HCN1 HCN2 HCN4 HTR3A HTR3B HTR3C HTR3D HTR3E ITPR1 ITPR2 ITPR3 KCNA10 KCNE2 KCNH2 KCNH6 KCNH7 KCNJ1 KCNJ10 KCNJ11 KCNJ12 KCNJ13 KCNJ14 KCNJ15 KCNJ16 KCNJ18 KCNJ2 KCNJ3 KCNJ4 KCNJ5 KCNJ6 KCNJ8 KCNJ9 KCNK1 KCNK6 KCNN1 KCNN2 KCNN3 MCOLN1 MCOLN2 MCOLN3 P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX6 P2RX7 PKD2 PTK2B RASA3 RYR1 RYR2 RYR3 SCNN1A SCNN1B SCNN1D SCNN1G SHROOM2 SLC1A5 SLC1A7 TPCN1 TPCN2 TRPA1 TRPM2 TRPM4 TRPM5 TRPM8 TRPV1 ZACN GOMF_LIGAND_GATED_MONOATOMIC_ANION_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_LIGAND_GATED_MONOATOMIC_ANION_CHANNEL_ACTIVITY CFTR GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRB1 GABRB2 GABRB3 GABRE GABRG1 GABRG2 GABRG3 GLRA1 GLRA2 GLRA3 GLRB SLC1A7 GOMF_LIGAND_GATED_MONOATOMIC_CATION_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_LIGAND_GATED_MONOATOMIC_CATION_CHANNEL_ACTIVITY ABCC8 ABCC9 AQP1 ASIC1 ASIC2 ASIC3 ASIC4 ASIC5 BNIP1 CCDC51 CHRFAM7A CHRNA1 CHRNA10 CHRNA2 CHRNA3 CHRNA4 CHRNA5 CHRNA6 CHRNA7 CHRNA9 CHRNB1 CHRNB2 CHRNB3 CHRNB4 CHRND CHRNE CHRNG CNGA1 CNGA2 CNGA3 CNGA4 CNGB1 CNGB3 FKBP1B GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D HCN1 HCN2 HCN4 HTR3A HTR3B HTR3C HTR3D HTR3E ITPR1 ITPR2 ITPR3 KCNA10 KCNE2 KCNH2 KCNH6 KCNH7 KCNJ1 KCNJ10 KCNJ11 KCNJ12 KCNJ13 KCNJ14 KCNJ15 KCNJ16 KCNJ18 KCNJ2 KCNJ3 KCNJ4 KCNJ5 KCNJ6 KCNJ8 KCNJ9 KCNK1 KCNK6 KCNN1 KCNN2 KCNN3 MCOLN1 MCOLN2 MCOLN3 P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX6 P2RX7 PKD2 RASA3 RYR1 RYR2 RYR3 SCNN1A SCNN1B SCNN1D SCNN1G SHROOM2 TPCN1 TPCN2 TRPA1 TRPM2 TRPM4 TRPM5 TRPM8 TRPV1 ZACN GOMF_LIGAND_GATED_MONOATOMIC_ION_CHANNEL_ACTIVITY_INVOLVED_IN_REGULATION_OF_PRESYNAPTIC_MEMBRANE_POTENTIAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_LIGAND_GATED_MONOATOMIC_ION_CHANNEL_ACTIVITY_INVOLVED_IN_REGULATION_OF_PRESYNAPTIC_MEMBRANE_POTENTIAL GABRA2 GABRA5 GABRB1 GABRR1 GLRA1 GRIA1 GRIA3 GRIA4 GRIK2 GRIK3 GRIK4 GRIK5 GRIN2B GRIN2D GRIN3B GOMF_LIGAND_GATED_SODIUM_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_LIGAND_GATED_SODIUM_CHANNEL_ACTIVITY ASIC1 ASIC2 ASIC3 ASIC4 ASIC5 SCNN1A SCNN1B SCNN1D SCNN1G SHROOM2 TPCN1 TPCN2 GOMF_LIGASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_LIGASE_ACTIVITY AACS AARS1 AARS2 AARSD1 AASDH ACACA ACACB ACSBG1 ACSBG2 ACSF2 ACSF3 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 ACSM1 ACSM2A ACSM2B ACSM3 ACSM4 ACSM5 ACSM6 ACSS1 ACSS2 ACSS3 ADSS1 ADSS2 ASNS ASNSD1 ASS1 ATG7 ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5F1EP2 ATP5ME ATP5MF ATP5MG ATP5MGL ATP5PB ATP5PD ATP5PF ATP5PO ATP6V0C ATP6V1A BTRC C12orf29 CAD CARNS1 CARS1 CARS2 CPS1 CTPS1 CTPS2 DALRD3 DARS1 DARS2 DIP2A DPH6 EARS2 EPRS1 FARS2 FARSA FARSB FPGS GARS1 GART GATB GATC GCLC GCLM GHDC GLUL GMPS GSS HARS1 HARS2 HLCS IARS1 IARS2 ITCH KARS1 LARS1 LARS2 LGSN LIG1 LIG3 LIG4 LIPT2 LRRC47 MARS1 MARS2 MCCC1 MCCC2 MDM2 MOCS3 MT-ATP6 MT-ATP8 MTHFD1 MTHFD1L MTHFS NADSYN1 NAE1 NAPRT NARS1 NARS2 PAICS PARS2 PC PCCA PCCB PFAS PPCS QARS1 QRSL1 RARS1 RARS2 RIMKLA RIMKLB RTCA RTCB SAE1 SARS1 SARS2 SLC27A1 SLC27A2 SLC27A3 SLC27A4 SLC27A5 SLC27A6 SUCLA2 SUCLG1 SUCLG2 TARS1 TARS2 TARS3 TPGS1 TRIM25 TTL TTLL1 TTLL10 TTLL11 TTLL12 TTLL13 TTLL2 TTLL3 TTLL4 TTLL5 TTLL6 TTLL7 TTLL8 TTLL9 UBA1 UBA2 UBA3 UBA5 UBA6 UBA7 UBE2L5 VARS1 VARS2 WARS1 WARS2 XRCC4 YARS1 YARS2 GOMF_LIGASE_ACTIVITY_FORMING_CARBON_CARBON_BONDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_LIGASE_ACTIVITY_FORMING_CARBON_CARBON_BONDS ACACA ACACB MCCC1 MCCC2 PC PCCA PCCB GOMF_LIGASE_ACTIVITY_FORMING_CARBON_NITROGEN_BONDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_LIGASE_ACTIVITY_FORMING_CARBON_NITROGEN_BONDS ADSS1 ADSS2 ASNS ASNSD1 ASS1 CAD CARNS1 CPS1 CTPS1 CTPS2 DPH6 FPGS GART GATB GATC GCLC GCLM GHDC GLUL GMPS GSS HLCS LGSN MCCC1 MTHFD1 MTHFD1L MTHFS NADSYN1 NAPRT PAICS PFAS PPCS QRSL1 RIMKLA RIMKLB TPGS1 TTL TTLL1 TTLL10 TTLL11 TTLL12 TTLL13 TTLL2 TTLL3 TTLL4 TTLL5 TTLL6 TTLL7 TTLL8 TTLL9 GOMF_LIGASE_ACTIVITY_FORMING_CARBON_OXYGEN_BONDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_LIGASE_ACTIVITY_FORMING_CARBON_OXYGEN_BONDS AARS1 AARS2 AARSD1 CARS1 CARS2 DALRD3 DARS1 DARS2 EARS2 EPRS1 FARS2 FARSA FARSB GARS1 HARS1 HARS2 IARS1 IARS2 KARS1 LARS1 LARS2 LRRC47 MARS1 MARS2 NARS1 NARS2 PARS2 QARS1 RARS1 RARS2 SARS1 SARS2 TARS1 TARS2 TARS3 VARS1 VARS2 WARS1 WARS2 YARS1 YARS2 GOMF_LIGASE_ACTIVITY_FORMING_CARBON_SULFUR_BONDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_LIGASE_ACTIVITY_FORMING_CARBON_SULFUR_BONDS AACS AASDH ACSBG1 ACSBG2 ACSF2 ACSF3 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 ACSM1 ACSM2A ACSM2B ACSM3 ACSM4 ACSM5 ACSM6 ACSS1 ACSS2 ACSS3 ATG7 DIP2A MOCS3 NAE1 SAE1 SLC27A1 SLC27A2 SLC27A3 SLC27A4 SLC27A5 SLC27A6 SUCLA2 SUCLG1 SUCLG2 UBA1 UBA2 UBA3 UBA5 UBA6 UBA7 GOMF_LIGASE_ACTIVITY_FORMING_PHOSPHORIC_ESTER_BONDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_LIGASE_ACTIVITY_FORMING_PHOSPHORIC_ESTER_BONDS C12orf29 LIG1 LIG3 LIG4 RTCA RTCB GOMF_LIM_DOMAIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_LIM_DOMAIN_BINDING ACTN2 KAT14 LDB1 LDB2 RIPK2 TLN1 GOMF_LIPASE_ACTIVATOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_LIPASE_ACTIVATOR_ACTIVITY ABHD5 APOA5 APOC2 APOH ARHGAP6 BTK CASP3 CCL3 CCL5 CCL8 FYN GM2A GPIHBP1 LCK NSMAF PDPK1 PLAA SRC STX4 GOMF_LIPASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_LIPASE_ACTIVITY AADAC ABHD1 ABHD12 ABHD12B ABHD15 ABHD16A ABHD16B ABHD2 ABHD3 ABHD4 ABHD5 ABHD6 ASPG BDKRB2 CASR CCL5 CCR1 CCR5 CEL CES1 CHRM1 CHRM3 CHRM5 CLC DAGLA DAGLB DDHD1 DDHD2 EDNRA ENPP2 ENPP7 F2RL2 FAAH FAM83B GDE1 GDPD1 GDPD3 GDPD5 GPLD1 LCAT LDAH LGALS13 LIPA LIPC LIPE LIPF LIPG LIPH LIPI LIPK LIPM LIPN LPL LYPLA1 LYPLA2 LYPLAL1 MGLL NAPEPLD NCEH1 NOTUM OC90 PDIA3 PGAP6 PITPNM3 PLA1A PLA2G10 PLA2G12A PLA2G12B PLA2G15 PLA2G1B PLA2G2A PLA2G2C PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G4A PLA2G4B PLA2G4C PLA2G4D PLA2G4E PLA2G4F PLA2G5 PLA2G6 PLA2G7 PLAAT1 PLAAT2 PLAAT3 PLAAT4 PLAAT5 PLB1 PLBD1 PLBD2 PLCB1 PLCB2 PLCB3 PLCB4 PLCD1 PLCD3 PLCD4 PLCE1 PLCG1 PLCG2 PLCH1 PLCH2 PLCL1 PLCL2 PLCZ1 PLD1 PLD2 PLD3 PLD4 PLD6 PNLIP PNLIPRP1 PNLIPRP2 PNLIPRP3 PNPLA1 PNPLA2 PNPLA3 PNPLA4 PNPLA5 PNPLA6 PNPLA7 PNPLA8 PRDX6 PROCA1 SMPD1 SMPD2 SMPD3 SMPD4 SMPDL3A SMPDL3B GOMF_LIPASE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_LIPASE_BINDING APOA5 APOB CLPS FAF2 GPIHBP1 LRPAP1 PLIN5 GOMF_LIPASE_INHIBITOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_LIPASE_INHIBITOR_ACTIVITY ANGPTL3 ANXA1 ANXA2 ANXA2P2 ANXA3 ANXA4 ANXA5 ANXA9 APOA2 APOC1 APOC2 APOC3 FAF2 PDC PINLYP SCGB1A1 SNCA SNCB GOMF_LIPID_ANTIGEN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_LIPID_ANTIGEN_BINDING CD1A CD1B CD1C CD1D CD1E GOMF_LIPID_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_LIPID_BINDING ABCA1 ABCA4 ABCG1 ACADL ACADVL ACBD3 ACBD4 ACBD5 ACBD6 ACBD7 ACOT11 ACOT12 ACOT7 ACOX1 ACOX2 ACOX3 ACOXL ACTN2 ADAP1 ADAP2 ADGRB1 ADH4 ADH5 ADH7 ADORA2A AGAP1 AIDA AKR1D1 AKT1 ALB ALDH1A2 ALOX15 ALOX15B ALOX5AP AMER1 AMER2 AMER3 AMPH ANKFY1 ANXA1 ANXA10 ANXA11 ANXA13 ANXA2 ANXA2P2 ANXA3 ANXA4 ANXA5 ANXA6 ANXA7 ANXA8 ANXA8L1 ANXA9 AP2A2 AP2M1 APOA1 APOA2 APOA4 APOA5 APOB APOC1 APOC2 APOC3 APOD APOE APOF APOH APOL1 APOL2 APOL3 APOL4 APOL5 APOL6 APOLD1 APOM APPL1 APPL2 AR ARAP1 ARAP2 ARAP3 ARFIP1 ARFIP2 ARHGAP26 ARHGAP32 ARHGAP33 ARHGAP35 ARHGAP44 ARHGAP9 ARHGEF5 ARL6 ASAP1 ATG2A ATG2B ATP13A2 ATP1A1 ATP1A2 ATP1A3 ATP5MC1 ATP5MC2 ATP5MC3 ATP8B1 AVIL AXL BAD BAIAP2L2 BAIAP3 BAX BBS5 BCAS3 BIN1 BIN2 BIN3 BLNK BLTP2 BPI BPIFA1 BPIFA2 BPIFA3 BPIFB1 BPIFB2 BPIFB3 BPIFB4 BPIFB6 BPIFC BSCL2 BTK C2CD2L C2CD5 C8G C8orf44-SGK3 CADPS CADPS2 CALB1 CAMP CAPG CARMIL2 CASP4 CAV1 CAVIN2 CCDC88A CD14 CD1A CD1B CD1C CD1D CD1E CD300A CD300LF CD36 CD4 CD55 CD6 CD81 CDK5R2 CEACAM5 CERKL CERT1 CETP CGAS CHMP2A CHMP3 CHMP4A CHPT1 CIBAR1 CIDEA CIDEB CIDEC CLEC4E CLINT1 CLIP3 CLN3 CLN6 CLN8 CLVS1 CLVS2 COMMD1 COQ8B COQ9 CPNE1 CPNE2 CPNE3 CPNE4 CPNE5 CPNE6 CPNE7 CPNE8 CPNE9 CPS1 CPTP CRABP1 CRABP2 CYP21A2 CYP26A1 CYP26B1 CYP26C1 CYP27C1 CYP2R1 CYP2W1 CYP3A4 CYP4F11 CYTH1 CYTH2 CYTH3 CYTH4 DAB2IP DAPP1 DBI DBT DCD DEFB106A DEFB106B DEFB107A DEFB107B DEFB114 DEFB118 DEFB119 DEFB136 DEFB4A DENND1A DENND1B DENND1C DEPTOR DGKA DGKB DGKD DGKG DLC1 DNM1L DOC2A DOC2B DOK7 DPEP1 DROSHA DYSF ECI2 EEA1 ENSG00000205794 ENTHD1 EPB41 EPDR1 EPN1 EPN2 EPN3 ERLIN1 ERLIN2 ESR1 ESR2 ESRRA ESRRB ESRRG ESYT1 ESYT2 ESYT3 EXOC1 EXOC7 EXOC8 F10 F2 F3 FAAH FABP1 FABP12 FABP2 FABP3 FABP4 FABP5 FABP5P3 FABP6 FABP7 FABP9 FCGR3B FCHO2 FCHSD1 FCHSD2 FER FERMT2 FERMT3 FES FFAR1 FFAR2 FFAR3 FFAR4 FGD2 FIS1 FITM1 FITM2 FLII FNBP1 FNBP1L FRMPD2 FRMPD4 FUNDC2 FYB1 FZD5 FZD7 GAB2 GABARAP GABARAPL1 GABARAPL2 GAP43 GAS6 GBF1 GC GCDH GGA1 GGA2 GGA3 GHR GLE1 GLTP GLTPD2 GOLPH3 GOLPH3L GPAA1 GPER1 GPIHBP1 GPR119 GPR12 GPR141 GPR155 GPR183 GPR31 GRAMD1A GRAMD1B GRAMD1C GRAMD2A GRB7 GRK5 GSDMA GSDMB GSDMC GSDMD GSDME GSN GSTA1 GSTM2 GSTP1 H2BC11 HADHA HAVCR1 HCK HDLBP HGS HIP1 HIP1R HMGB1 HNF4A HS1BP3 HSD11B1 HSD11B2 HSD17B1 HSPA2 HSPA8 HSPD1 IAPP ICA1 ID3 IGF2R IGHM IL2 ING2 INSIG1 INSIG2 IQGAP1 IQGAP2 IQSEC1 IRX5 ITPR1 ITPR2 ITPR3 JAG1 JCHAIN JPH2 KCNH1 KCNJ1 KCNJ2 KCNQ1 KIF16B KL KRIT1 LAMA1 LANCL2 LAPTM4B LBP LCN12 LDLRAP1 LIPF LPAR1 LPAR2 LPAR3 LPAR4 LRAT LTC4S LTF LY96 LYN MAG MAL MANF MAP1B MAP1LC3A MAP1LC3B MAP1LC3C MAPKAP1 MAPT MARK1 MARK2 MCF2L MCOLN1 MCOLN3 MCTP1 MCTP2 MELK MFGE8 MICALL1 MINAR2 MITD1 MME MPPE1 MREG MTM1 MTSS1 MTSS2 MTTP MVB12A MVB12B MYCBPAP MYO10 MYO1B MYO1E MYO1G MYOF NCF1 NCF1B NCF1C NCF4 NDUFAB1 NF1 NFE2L1 NGF NINJ1 NISCH NLRP3 NLRP6 NME4 NOXO1 NPC1 NPC1L1 NPC2 NR1H3 NR1H4 NR2F2 NR3C1 NR3C2 NR4A1 NR5A1 NR5A2 NSFL1C NUMA1 NUP35 NUP62 OBSCN OC90 OGT OMA1 OPA1 OPHN1 OPN3 OPN4 OPN5 OSBP OSBP2 OSBPL10 OSBPL11 OSBPL1A OSBPL2 OSBPL3 OSBPL5 OSBPL6 OSBPL7 OSBPL8 OSBPL9 OTC OXER1 P2RX7 PACSIN1 PACSIN2 PACSIN3 PAFAH2 PAQR5 PAQR6 PAQR7 PAQR8 PAQR9 PARD3 PARD3B PASK PCLO PCTP PCYT1A PCYT1B PDIA2 PDZD8 PEBP1 PEX3 PFN1 PFN2 PFN3 PFN4 PGR PGRMC1 PGRMC2 PHB2 PHF12 PHLDA1 PHLDA2 PHLDA3 PICALM PICK1 PIGK PIGU PIK3C2A PIK3C2B PIK3C2G PIRT PITPNA PITPNB PITPNC1 PITPNM1 PITPNM2 PITPNM3 PLA2G10 PLA2G15 PLA2G1B PLA2G2A PLA2G2C PLA2G2D PLA2G2E PLA2G2F PLA2G4A PLA2G4B PLA2G4C PLA2G4D PLA2G4E PLA2G4F PLA2G5 PLA2G7 PLAAT3 PLCB1 PLCB2 PLCD1 PLCZ1 PLD1 PLD2 PLEK2 PLEKHA1 PLEKHA2 PLEKHA3 PLEKHA4 PLEKHA5 PLEKHA8 PLEKHA8P1 PLEKHB2 PLEKHF1 PLEKHF2 PLEKHN1 PLIN1 PLTP PMP2 PNPLA3 PON1 PPARA PPARD PPARG PPP5C PPT1 PRAM1 PRAP1 PREX1 PRKCI PRLR PROM1 PROM2 PRR7 PSAP PSD PSD2 PSD4 PSMA1 PSMB4 PTAFR PTCH1 PTEN PTGDS PXDC1 PXK RAB35 RACGAP1 RAG2 RAPGEF2 RAPGEF6 RARA RASA2 RASA4 RASA4B RASAL1 RASGRP1 RASGRP2 RASGRP3 RASGRP4 RBP1 RBP2 RBP3 RBP4 RBP5 RBP7 RCSD1 RHO RLBP1 RNASE2 RNASE3 RNASE7 RNF34 RORA RORC RPE65 RPH3A RPS6KC1 RS1 RTN4R RUBCN RUBCNL RUFY1 RUFY4 RXRA S100A10 S100A13 S100A8 S100A9 S100G S1PR1 S1PR2 S1PR3 S1PR4 SAP30L SBF2 SCAP SCARB1 SCARB2 SCIN SCP2 SCUBE2 SDCBP SDCBP2 SEC14L2 SEC14L3 SEC14L4 SELL SELP SEPTIN12 SERPINA5 SERPINA6 SESTD1 SGIP1 SGK3 SH3GL1 SH3GL2 SH3GL3 SH3GLB1 SH3PXD2A SH3PXD2B SH3YL1 SHBG SHC1 SIDT1 SLC38A9 SLC9A1 SLC9A3 SMPD3 SMURF1 SNAP25 SNAP91 SNCA SNF8 SNX1 SNX10 SNX11 SNX12 SNX13 SNX14 SNX15 SNX16 SNX17 SNX18 SNX19 SNX2 SNX20 SNX21 SNX22 SNX24 SNX25 SNX27 SNX29 SNX3 SNX30 SNX31 SNX32 SNX33 SNX4 SNX5 SNX6 SNX7 SNX8 SNX9 SOAT1 SOAT2 SPHK1 SPON2 SPRR2A SPTBN1 SPTBN2 SPTBN4 STAM STAM2 STAP1 STAR STARD10 STARD13 STARD3 STARD3NL STARD4 STARD5 STARD6 STARD7 STARD8 STARD9 STOML2 STRA6 STX3 SULT1E1 SULT2B1 SVIL SYP SYT1 SYT10 SYT11 SYT12 SYT13 SYT14 SYT14P1 SYT15 SYT16 SYT17 SYT2 SYT3 SYT4 SYT5 SYT6 SYT7 SYT8 SYT9 SYTL2 SYTL3 SYTL4 SYTL5 TARDBP TEC TECPR1 TEX2 THBS1 THY1 TIAM1 TIMD4 TIRAP TLN1 TLR1 TLR10 TLR2 TLR4 TLR6 TMEM175 TNFAIP8L3 TNS2 TOM1 TOM1L1 TOM1L2 TPCN1 TPCN2 TPP1 TRAF2 TREM2 TRIL TRIM72 TRIP10 TRPV1 TRPV4 TSPO TSPO2 TTPA TTPAL TULP1 TULP3 TWF1 TWF2 UCP1 UGT1A1 UGT1A10 UGT1A3 UGT1A4 UGT1A6 UGT1A7 UGT1A8 UGT1A9 UGT2B15 UGT2B17 UGT2B4 UGT2B7 UNC119 UNC119B UNC13A UNC13B UNC13C UQCC3 VAMP2 VCP VDAC1 VDAC2 VDR VEPH1 VIL1 VILL VPS13B VPS36 WASHC2A WASHC2C WDFY1 WDFY3 WDR45 WDR45B WIPI1 WIPI2 WNT5A ZCCHC14 ZCCHC2 ZFYVE1 ZFYVE16 ZFYVE19 ZFYVE26 ZFYVE28 ZFYVE9 ZRANB2 GOMF_LIPID_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_LIPID_KINASE_ACTIVITY AGK ATM CERK CERKL DGKA DGKB DGKD DGKE DGKG DGKH DGKI DGKK DGKQ DGKZ IPMK PI4K2A PI4K2B PI4KA PI4KB PIK3C2A PIK3C2B PIK3C2G PIK3C3 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R3 PIK3R6 PIKFYVE PIP4K2A PIP4K2B PIP4K2C PIP5K1A PIP5K1B PIP5K1C PIP5KL1 PIPSL SPHK1 SPHK2 GOMF_LIPID_PHOSPHATASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_LIPID_PHOSPHATASE_ACTIVITY EPHX2 INPP5K LPIN1 LPIN2 LPIN3 PLPP1 PLPP2 PLPP3 PLPP4 PLPP5 PLPP6 PLPP7 PLPPR1 PLPPR2 PLPPR3 PLPPR4 PLPPR5 SGPP1 SGPP2 GOMF_LIPID_TRANSFER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_LIPID_TRANSFER_ACTIVITY ABCA1 ABCA3 ABCG1 ABCG5 ABCG8 APOA1 APOA2 APOA4 APOB APOE ATG2A ATG2B BLTP1 BLTP3B C2CD2L CERT1 CETP CIDEA CIDEB CIDEC CPTP ESYT1 GLTP GLTPD2 GRAMD1A GRAMD1B GRAMD1C MTTP NPC2 OSBP OSBPL2 OSBPL5 OSBPL8 PITPNA PITPNB PITPNC1 PITPNM1 PITPNM2 PITPNM3 PLEKHA8 PLEKHA8P1 PLTP PRELID1 PRELID2 PRELID3A PRELID3B STAR STARD3 STARD4 STARD5 TNFAIP8L3 TRIAP1 TSPO TTPA GOMF_LIPID_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_LIPID_TRANSPORTER_ACTIVITY ABCA1 ABCA10 ABCA12 ABCA13 ABCA2 ABCA3 ABCA4 ABCA5 ABCA6 ABCA7 ABCA8 ABCA9 ABCB1 ABCB11 ABCB4 ABCC1 ABCC11 ABCC3 ABCC4 ABCD1 ABCD2 ABCD3 ABCD4 ABCG1 ABCG4 ABCG5 ABCG8 AKR1C4 ANO3 ANO4 ANO6 ANO9 APOA1 APOA2 APOA4 APOB APOC4 APOD APOE APOF APOL3 APOM ARV1 ATG2A ATG2B ATG9A ATG9B ATP10A ATP10B ATP10D ATP11A ATP11B ATP11C ATP8A1 ATP8A2 ATP8B1 ATP8B2 ATP8B3 ATP8B4 ATP9A ATP9B BLTP1 BLTP3B C2CD2L CD36 CEACAM1 CERT1 CETP CFHR4 CIDEA CIDEB CIDEC CLPTM1L CPTP ESYT1 FABP1 FABP2 FABP4 FABP5 GLTP GLTPD2 GM2A GRAMD1A GRAMD1B GRAMD1C MFSD2A MFSD2B MTTP NPC1 NPC2 OSBP OSBP2 OSBPL10 OSBPL11 OSBPL1A OSBPL2 OSBPL3 OSBPL5 OSBPL6 OSBPL7 OSBPL8 OSBPL9 PCTP PITPNA PITPNB PITPNC1 PITPNM1 PITPNM2 PITPNM3 PLEKHA8 PLEKHA8P1 PLSCR1 PLSCR2 PLSCR3 PLSCR4 PLSCR5 PLTP PRELID1 PRELID2 PRELID3A PRELID3B RBP4 RFT1 SFTPA1 SLC10A1 SLC10A2 SLC10A3 SLC10A4 SLC10A5 SLC10A6 SLC10A7 SLC22A1 SLC22A11 SLC22A2 SLC22A6 SLC22A7 SLC22A8 SLC22A9 SLC27A1 SLC27A2 SLC27A3 SLC27A4 SLC27A5 SLC27A6 SLC2A1 SLC43A3 SLC51A SLC51B SLC5A8 SLCO1A2 SLCO1B1 SLCO1B3 SLCO1C1 SLCO2A1 SLCO2B1 SLCO3A1 SLCO4A1 SPNS2 STAR STARD3 STARD4 STARD5 STRA6 TMEM30A TMEM30B TMEM41B TNFAIP8L3 TRIAP1 TSPO TTPA VMP1 XKR8 GOMF_LIPOPEPTIDE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_LIPOPEPTIDE_BINDING CD1A CD1B CD1C CD1D CD1E LBP TLR1 TLR10 TLR2 TLR6 GOMF_LIPOPOLYSACCHARIDE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_LIPOPOLYSACCHARIDE_BINDING ADGRB1 BPI BPIFA2 BPIFC CAMP CASP4 CD14 CD6 DEFB106A DEFB106B DEFB114 DEFB118 DEFB119 DEFB136 DROSHA F2 H2BC11 HMGB1 HSPD1 LBP LTF LY96 NINJ1 NLRP6 NR4A1 P2RX7 PSMA1 PSMB4 PTAFR RNASE2 RNASE3 RNASE7 SCARB1 SELP SPON2 TLR2 TLR4 TREM2 TRIL ZRANB2 GOMF_LIPOPOLYSACCHARIDE_IMMUNE_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_LIPOPOLYSACCHARIDE_IMMUNE_RECEPTOR_ACTIVITY CD14 LY96 PTAFR SCARB1 TLR2 TLR4 GOMF_LIPOPROTEIN_LIPASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_LIPOPROTEIN_LIPASE_ACTIVITY DAGLA LIPC LIPG LIPK LIPM LIPN LPL PNPLA2 PNPLA3 GOMF_LIPOPROTEIN_PARTICLE_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_LIPOPROTEIN_PARTICLE_RECEPTOR_ACTIVITY APOBR CD36 CXCL16 ILDR1 LDLR LRP1 LRP10 LRP12 LRP1B LRP2 LRP6 LRP8 OLR1 SCARB1 SORL1 STAB1 STAB2 VLDLR GOMF_LIPOPROTEIN_PARTICLE_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_LIPOPROTEIN_PARTICLE_RECEPTOR_BINDING ANKRA2 AP2A1 AP2M1 APBB1 APBB3 APOA1 APOA2 APOA5 APOB APOC3 APOE CLTC CLU CRP DAB2 DKK1 DNAJA1 HSP90B1 HSPG2 LANCL1 LDLRAP1 LRP1 LRPAP1 MESD PCSK9 PICALM RELN SNX17 SYT1 GOMF_LIPOTEICHOIC_ACID_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_LIPOTEICHOIC_ACID_BINDING CD14 CD6 LBP NLRP6 TREM2 GOMF_LNCRNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_LNCRNA_BINDING ELAVL1 EZH2 HADHB HNRNPU MIR135A1 MIR185 MIR195 MIR29A MIR29B1 MIR361 MIR384 MIR665 NONO POU1F1 PPARGC1A PPME1 PUM2 RAD21 SIRT6 SUGT1 SUZ12 GOMF_LONG_CHAIN_FATTY_ACID_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_LONG_CHAIN_FATTY_ACID_BINDING ALOX5AP FABP1 FABP2 FABP3 FABP4 FABP9 GPR31 OXER1 PPARD PPARG PRR7 S100A8 S100A9 SCP2 STX3 TMEM175 UCP1 GOMF_LONG_CHAIN_FATTY_ACID_COA_LIGASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_LONG_CHAIN_FATTY_ACID_COA_LIGASE_ACTIVITY ACSBG1 ACSBG2 ACSF2 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 ACSM1 SLC27A1 SLC27A2 SLC27A3 SLC27A4 SLC27A5 SLC27A6 GOMF_LONG_CHAIN_FATTY_ACID_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_LONG_CHAIN_FATTY_ACID_TRANSPORTER_ACTIVITY ABCD1 ABCD2 ABCD3 ABCD4 CD36 FABP1 FABP2 FABP4 FABP5 MFSD2A SLC27A1 SLC27A2 SLC27A3 SLC27A4 SLC27A5 SLC27A6 SLC2A1 GOMF_LONG_CHAIN_FATTY_ACYL_COA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_LONG_CHAIN_FATTY_ACYL_COA_BINDING ACOT7 DBI ENSG00000205794 PNPLA3 SCP2 GOMF_LOW_DENSITY_LIPOPROTEIN_PARTICLE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_LOW_DENSITY_LIPOPROTEIN_PARTICLE_BINDING CD36 CDH13 COLEC12 CRP LDLR LIPC MSR1 PCSK9 PLTP SAMD1 SCARB1 SCARF1 SORL1 STAB1 STAB2 THBS1 TREM2 GOMF_LOW_DENSITY_LIPOPROTEIN_PARTICLE_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_LOW_DENSITY_LIPOPROTEIN_PARTICLE_RECEPTOR_ACTIVITY CD36 CXCL16 LDLR LRP1 LRP10 LRP12 LRP1B LRP2 LRP6 LRP8 OLR1 SORL1 STAB1 STAB2 VLDLR GOMF_LOW_DENSITY_LIPOPROTEIN_PARTICLE_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_LOW_DENSITY_LIPOPROTEIN_PARTICLE_RECEPTOR_BINDING ANKRA2 AP2A1 AP2M1 APBB1 APBB3 APOA5 APOB APOE CLTC CLU CRP DAB2 DKK1 DNAJA1 HSP90B1 HSPG2 LANCL1 LDLRAP1 LRPAP1 MESD PCSK9 PICALM SNX17 SYT1 GOMF_LRR_DOMAIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_LRR_DOMAIN_BINDING AATF ATF2 ATF4 CRX DAPK3 DDIT3 JDP2 LRRFIP2 MRTFA NRL PAWR PMF1 POLR2J ROBO1 STK11 ZXDC GOMF_LYASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_LYASE_ACTIVITY ACCS ACMSD ACO1 ACO2 ACOD1 ADCY1 ADCY10 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ADSL ALAD ALDOA ALDOB ALDOC ALKBH1 ALOX12B ALOX5AP ALOXE3 AMD1 APIP APMAP ARMT1 ASL AUH AZIN1 AZIN2 BCKDHA BST1 CA1 CA10 CA11 CA12 CA13 CA14 CA2 CA3 CA4 CA5A CA5B CA5BP1 CA6 CA7 CA8 CA9 CBS CD38 CDYL CENPV CENPVL1 CENPVL2 CENPVL3 CHAC1 CHAC2 CLYBL CRY1 CRY2 CSAD CTH CYP17A1 CYP1A1 CYP1A2 CYP1B1 CYP2S1 DDC DDT DDTL DERA DGLUCY ECHDC1 ECHDC2 ECHDC3 ECHS1 EHHADH ENDOU ENO1 ENO2 ENO3 ENO4 ENOSF1 ENSG00000274276 ETNPPL FAHD1 FASN FECH FH FTCD GAD1 GAD2 GADL1 GATD1 GGACT GGCT GGCX GLDC GLO1 GMDS GOT1 GSTM4 GUCY1A1 GUCY1A2 GUCY1B1 GUCY2C GUCY2D GUCY2F HACD1 HACD2 HACD3 HACD4 HACL1 HADHA HADHB HAL HCCS HDC HMGA2 HMGB1 HMGCL HMGCLL1 HOGA1 HSD17B4 HTD2 ILVBL IREB2 KYAT1 KYAT3 L3HYPDH LTC4S ME1 ME2 ME3 MGST2 MGST3 MLYCD MOCOS MOCS1 MVD NAXD NEIL1 NEIL2 NEIL3 NPL NPR1 NPR2 NTHL1 ODC1 OGG1 PAICS PAM PARK7 PCBD1 PCBD2 PCK1 PCK2 PDXDC1 PDXDC2P-NPIPB14P PHYKPL PISD PLPP6 PM20D1 POLB POLL POLQ PPCDC PTGES2 PTGIS PTS RNASE1 RNASE2 RNASET2 RPS3 RSAD2 SCLY SDS SDSL SGPL1 SRR TBXAS1 TGDS THNSL2 TKFC TPI1 TSEN2 TSEN34 TYW1 TYW1B UMPS URAD UROC1 UROD UROS USB1 UXS1 XRCC5 XRCC6 GOMF_LYSINE_ACETYLATED_HISTONE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_LYSINE_ACETYLATED_HISTONE_BINDING ATAD2B BAZ2A BRD2 BRD3 BRD4 BRD7 BRD9 BRDT CARM1 DPF2 KMT2A MLLT1 MLLT3 PHIP PSME4 SIRT1 SMARCA4 TAF1 TAF1L THAP7 TRIM24 YEATS4 ZMYND8 ZZEF1 ZZZ3 GOMF_LYSINE_N_ACETYLTRANSFERASE_ACTIVITY_ACTING_ON_ACETYL_PHOSPHATE_AS_DONOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_LYSINE_N_ACETYLTRANSFERASE_ACTIVITY_ACTING_ON_ACETYL_PHOSPHATE_AS_DONOR ATAT1 EP300 ESCO2 KAT2B NAT8 NAT8B GOMF_LYSINE_N_METHYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_LYSINE_N_METHYLTRANSFERASE_ACTIVITY ANTKMT ASH1L ATPSCKMT CAMKMT CSKMT DOT1L EEF1AKMT1 EEF1AKMT2 EEF1AKMT3 EEF1AKMT4 EEF2KMT EHMT1 EHMT2 ETFBKMT EZH1 EZH2 FAM86B1 FAM86B2 JARID2 KMT2A KMT2B KMT2C KMT2D KMT5A KMT5B KMT5C MECOM METTL13 METTL21A METTL21C METTL21EP METTL22 N6AMT1 NSD1 NSD2 NSD3 PRDM16 PRDM2 PRDM6 PRDM7 PRDM8 PRDM9 SETBP1 SETD1A SETD1B SETD2 SETD3 SETD4 SETD5 SETD6 SETD7 SETD9 SETDB1 SETDB2 SETMAR SMYD1 SMYD2 SMYD3 SMYD5 SUV39H1 SUV39H2 TTLL12 VCPKMT WDR5 GOMF_LYSOPHOSPHATIDIC_ACID_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_LYSOPHOSPHATIDIC_ACID_BINDING CLN6 GAP43 LPAR1 LPAR4 PNPLA3 PPT1 TPP1 VIL1 GOMF_LYSOPHOSPHATIDIC_ACID_PHOSPHATASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_LYSOPHOSPHATIDIC_ACID_PHOSPHATASE_ACTIVITY ACP3 ACP6 EPHX2 PLPP6 PLPPR1 PLPPR4 GOMF_LYSOPHOSPHATIDIC_ACID_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_LYSOPHOSPHATIDIC_ACID_RECEPTOR_ACTIVITY LPAR1 LPAR2 LPAR3 LPAR4 LPAR6 GOMF_LYSOPHOSPHOLIPASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_LYSOPHOSPHOLIPASE_ACTIVITY ABHD12 ABHD12B ABHD16A ABHD4 ASPG CLC ENPP2 GDE1 GDPD1 GDPD3 LGALS13 LIPC LYPLA1 LYPLA2 LYPLAL1 MGLL PLA2G15 PLA2G4A PLA2G4B PLA2G4C PLA2G4F PLA2G6 PLB1 PNPLA6 PNPLA7 PNPLA8 GOMF_LYSOPHOSPHOLIPID_ACYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_LYSOPHOSPHOLIPID_ACYLTRANSFERASE_ACTIVITY ABHD4 ABHD5 AGPAT1 AGPAT2 AGPAT3 AGPAT4 AGPAT5 CRLS1 GPAT2 GPAT3 GPAT4 LCLAT1 LPCAT1 LPCAT2 LPCAT3 LPCAT4 LPGAT1 MBOAT1 MBOAT2 MBOAT7 PNPLA3 TAFAZZIN GOMF_LYSOZYME_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_LYSOZYME_ACTIVITY LALBA LYG1 LYG2 LYZ LYZL1 LYZL2 LYZL4 LYZL6 SPACA3 SPACA5 SPACA5B GOMF_L_ALANINE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_L_ALANINE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY SFXN1 SLC1A4 SLC36A1 SLC36A2 SLC36A3 SLC36A4 SLC38A3 SLC3A2 SLC7A8 GOMF_L_AMINO_ACID_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_L_AMINO_ACID_TRANSMEMBRANE_TRANSPORTER_ACTIVITY CTNS SERINC3 SERINC5 SFXN1 SLC15A4 SLC16A10 SLC17A6 SLC17A7 SLC17A8 SLC1A1 SLC1A2 SLC1A3 SLC1A4 SLC1A5 SLC1A6 SLC1A7 SLC22A2 SLC25A12 SLC25A13 SLC25A15 SLC25A18 SLC25A2 SLC25A22 SLC25A26 SLC25A29 SLC25A38 SLC32A1 SLC36A1 SLC36A2 SLC36A3 SLC36A4 SLC38A1 SLC38A10 SLC38A11 SLC38A2 SLC38A3 SLC38A4 SLC38A5 SLC38A6 SLC38A7 SLC38A8 SLC38A9 SLC3A1 SLC3A2 SLC43A1 SLC43A2 SLC47A1 SLC66A1 SLC66A1L SLC6A14 SLC6A20 SLC6A5 SLC6A7 SLC6A9 SLC7A1 SLC7A10 SLC7A11 SLC7A13 SLC7A2 SLC7A3 SLC7A5 SLC7A6 SLC7A7 SLC7A8 SLC7A9 UCP2 GOMF_L_ARGININE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_L_ARGININE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY SLC22A2 SLC25A15 SLC25A2 SLC25A29 SLC38A4 SLC38A9 SLC47A1 SLC66A1 SLC7A1 SLC7A2 SLC7A3 SLC7A6 SLC7A7 GOMF_L_ASCORBIC_ACID_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_L_ASCORBIC_ACID_BINDING ALKBH3 DBH EGLN1 EGLN2 EGLN3 OGFOD1 OGFOD2 OGFOD3 P3H1 P3H2 P3H3 P4HA1 P4HA2 P4HA3 P4HTM PAM PHYH PLOD1 PLOD2 PLOD3 GOMF_L_ASPARTATE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_L_ASPARTATE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY SLC1A1 SLC1A4 SLC1A5 SLC1A6 SLC25A12 SLC25A13 SLC25A18 SLC25A22 UCP2 GOMF_L_GLUTAMATE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_L_GLUTAMATE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY SLC17A6 SLC17A7 SLC17A8 SLC1A1 SLC1A2 SLC1A3 SLC1A6 SLC1A7 SLC25A12 SLC25A13 SLC25A18 SLC25A22 SLC38A6 SLC7A11 GOMF_L_GLUTAMINE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_L_GLUTAMINE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY SLC1A4 SLC1A5 SLC38A1 SLC38A2 SLC38A3 SLC38A5 SLC38A6 SLC38A7 SLC38A9 GOMF_L_LACTATE_DEHYDROGENASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_L_LACTATE_DEHYDROGENASE_ACTIVITY LDHA LDHAL6A LDHAL6B LDHB LDHC GOMF_L_LEUCINE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_L_LEUCINE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY SLC38A9 SLC3A2 SLC43A1 SLC43A2 SLC7A5 SLC7A8 GOMF_L_LYSINE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_L_LYSINE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY SLC25A15 SLC25A2 SLC25A29 SLC66A1 SLC66A1L SLC7A1 SLC7A2 SLC7A3 SLC7A6 GOMF_L_ORNITHINE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_L_ORNITHINE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY SLC25A15 SLC25A2 SLC7A1 SLC7A2 SLC7A3 GOMF_L_PROLINE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_L_PROLINE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY SLC1A4 SLC36A1 SLC36A2 SLC36A3 SLC36A4 SLC6A14 SLC6A20 SLC6A7 GOMF_L_SERINE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_L_SERINE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY SERINC3 SERINC5 SFXN1 SLC1A4 SLC1A5 SLC38A2 SLC38A5 SLC7A10 GOMF_MACROLIDE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MACROLIDE_BINDING ALB FKBP10 FKBP1A FKBP1B FKBP2 FKBP3 FKBP4 FKBP5 FKBP6 FKBP7 LCN2 NFATC1 GOMF_MACROMOLECULE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MACROMOLECULE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ABCA1 ABCC5 AP4M1 AZGP1 BLOC1S3 MCL1 PEX10 PEX12 PEX13 PEX14 PEX2 SEC61A1 SEC61A2 SEC61G SEC63 SIDT1 SIDT2 SLC15A3 SLC15A4 TIMM17A TIMM17B TIMM22 TIMM23 TIMM23B TMED10 TOMM20 TOMM20L TOMM22 TOMM40 TOMM40L TOMM7 TOMM70 GOMF_MAGNESIUM_ION_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MAGNESIUM_ION_BINDING AASDHPPT ABL1 ABL2 ADCY10 ADCY2 ADPRH ADPRHL1 ADPRS ADSS1 ADSS2 ALPI ALPP ARF1 ARL3 ATP10A ATP10B ATP10D ATP11A ATP11B ATP11C ATP4A ATP8A1 ATP8A2 ATP8B1 ATP8B2 ATP8B3 ATP8B4 ATP9A ATP9B BRSK1 BRSK2 CDC42BPA CDC42BPB CDC42BPG CDK2 CERK CIB1 CIB2 CIB3 CIB4 CILK1 CLYBL COMT DCTPP1 DHX36 DIS3L2 DUT DXO DYRK2 DYRK3 ENDOG ENDOV ENO1 ENO2 ENO3 ENO4 ENOPH1 ENOSF1 ENSG00000275993 ENSG00000276759 EPHX2 ERN1 ERN2 EXD2 EXTL3 EYA2 FAN1 FARSA FARSB FEN1 FIGNL1 FOXK2 GCLC GEM GEN1 GNAI1 GSS GTPBP10 HACL1 HMGCL HPGDS HPRT1 IDH1 IDH2 IDH3A IDH3B IDH3G ILVBL IMPA1 IRAK3 IRAK4 ITPK1 LATS1 LRRK2 MAP2K7 MAP3K20 MAP3K5 MAP3K6 MAP3K7 MAP3K8 MAPK12 MARK1 MARK2 MAST1 MAST2 MAST3 MAST4 ME1 MORC2 MOV10L1 MSH2 MSH6 MTG2 MTHFD2 MTPAP MVK NEK6 NIM1K NLK NLRC4 NME1 NT5C1A NT5C1B NT5C3A NT5C3B NUAK2 NUDT12 NUDT16 NUDT18 NUDT19 NUDT3 NUDT5 NUDT7 NUDT8 OPA1 OXSR1 PAPOLA PCK1 PDCD6 PDE2A PDXK PDXP PGM1 PGM2 PGM3 PGM5 PGP PI4K2A PIF1 PINK1 PKLR PKM PLK1 PLSCR1 PLSCR3 PPA1 PPA2 PPM1A PPM1B PPM1N PRIM1 PRKACA PRKACB PRPS1 PRPS1L1 PRPS2 PRPSAP1 PRPSAP2 PRTFDC1 PSPH RAN RAP2A REXO2 RHEB RNASEH1 RP2 RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA4 RPS6KA5 RPS6KA6 RRAGC S100P SEPTIN4 SIK1 SIK2 SIK3 SNCA SNRK SPHK1 SRPK1 SRPK2 SRR STK11 STK26 STK3 STK38 STK38L STK4 SUCLA2 SUCLG2 TDG TDP2 TESC THG1L THTPA TKT TOP2A TPPP TREX1 TREX2 TSSK1B TSSK2 TSSK3 TSSK4 TSSK6 UBA2 WEE1 WEE2 WRN XXYLT1 XYLT2 YDJC GOMF_MAGNESIUM_ION_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MAGNESIUM_ION_TRANSMEMBRANE_TRANSPORTER_ACTIVITY CLDN16 CNNM2 CNNM4 MAGT1 MMGT1 MRS2 NIPA1 NIPA2 NIPAL1 NIPAL2 NIPAL3 NIPAL4 SLC41A1 SLC41A2 TUSC3 ZDHHC13 GOMF_MALATE_DEHYDROGENASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MALATE_DEHYDROGENASE_ACTIVITY LIPF MDH1 MDH1B MDH2 ME1 ME2 ME3 PHGDH GOMF_MANGANESE_ION_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MANGANESE_ION_BINDING ABL1 ABL2 ABO ADCY10 ADCY2 ADPRM ARG1 ARG2 ATP13A2 B4GALT1 B4GALT7 DCP2 DYRK2 ENDOU EXD2 EXTL2 FAM20C FEN1 GALNT1 GALNT2 GALNT3 GALNT4 GYG1 HMGCL IMPA1 LAP3 LARGE1 LARGE2 ME1 MGAT1 MGAT2 MGAT5 MGAT5B MPPE1 MPPED2 MRE11 MTPAP NEK4 NPEPL1 NUDT16 NUDT3 NUDT7 NUDT8 PAPOLA PCK1 PCK2 PEPD PIM1 POMGNT1 PPEF1 PPEF2 PPM1A PPM1B PPM1M PPM1N PRIMPOL PRKACA SOD2 TDP2 WRN XPNPEP1 XPNPEP3 XXYLT1 XYLT2 GOMF_MANGANESE_ION_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MANGANESE_ION_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ATP13A1 ATP2C1 ATP2C2 SLC11A1 SLC11A2 SLC30A10 SLC39A14 TMEM165 TRPM2 GOMF_MANNOSE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MANNOSE_BINDING ACR ASGR1 ASGR2 BSG CD207 CD209 CLEC10A CLEC17A CLEC4A CLEC4D CLEC4G CLEC4M CLEC6A CLN5 COLEC10 COLEC11 DPM1 IGF2R LMAN1 LMAN1L LMAN2 LMAN2L MANBA MBL2 MRC1 GOMF_MANNOSIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MANNOSIDASE_ACTIVITY EDEM1 EDEM2 EDEM3 MAN1A1 MAN1A2 MAN1B1 MAN1C1 MAN2A1 MAN2A2 MAN2B1 MAN2B2 MAN2C1 MANBA MANEA MANEAL GOMF_MANNOSYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MANNOSYLTRANSFERASE_ACTIVITY ALG1 ALG11 ALG12 ALG1L2 ALG2 ALG3 ALG8 ALG9 DPM1 DPY19L1 DPY19L2 DPY19L2P2 DPY19L3 DPY19L4 PIGB PIGM PIGV PIGZ POMT1 POMT2 TMEM260 TMTC1 TMTC2 TMTC3 TMTC4 GOMF_MANNOSYL_OLIGOSACCHARIDE_1_2_ALPHA_MANNOSIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MANNOSYL_OLIGOSACCHARIDE_1_2_ALPHA_MANNOSIDASE_ACTIVITY EDEM1 EDEM2 EDEM3 MAN1A1 MAN1A2 MAN1B1 MAN1C1 GOMF_MANNOSYL_OLIGOSACCHARIDE_MANNOSIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MANNOSYL_OLIGOSACCHARIDE_MANNOSIDASE_ACTIVITY EDEM1 EDEM2 EDEM3 MAN1A1 MAN1A2 MAN1B1 MAN1C1 MAN2A1 MAN2A2 GOMF_MAP_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MAP_KINASE_ACTIVITY MAP2K7 MAP3K7 MAPK1 MAPK10 MAPK11 MAPK12 MAPK13 MAPK14 MAPK15 MAPK3 MAPK4 MAPK6 MAPK7 MAPK8 MAPK9 NLK GOMF_MAP_KINASE_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MAP_KINASE_KINASE_ACTIVITY BRAF MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K5 MAP2K6 MAP2K7 MAP3K9 MAPK1 MAPK10 MAPK14 MAPK3 MAPKAPK3 MAPKAPK5 PAK3 PBK SBK2 GOMF_MAP_KINASE_KINASE_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MAP_KINASE_KINASE_KINASE_ACTIVITY ARAF BRAF EGFR LRRK2 MAP3K1 MAP3K10 MAP3K11 MAP3K12 MAP3K13 MAP3K14 MAP3K15 MAP3K2 MAP3K20 MAP3K21 MAP3K3 MAP3K4 MAP3K5 MAP3K6 MAP3K7 MAP3K8 MAP3K9 MOS RAF1 RIPK1 RIPK2 TAOK2 GOMF_MAP_KINASE_KINASE_KINASE_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MAP_KINASE_KINASE_KINASE_KINASE_ACTIVITY MAP3K7 MAP4K1 MAP4K2 MAP4K3 MAP4K5 GOMF_MAP_KINASE_PHOSPHATASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MAP_KINASE_PHOSPHATASE_ACTIVITY DUSP1 DUSP10 DUSP13 DUSP14 DUSP16 DUSP18 DUSP2 DUSP21 DUSP26 DUSP29 DUSP3 DUSP4 DUSP5 DUSP6 DUSP7 DUSP8 DUSP9 STYXL2 GOMF_MAP_KINASE_SCAFFOLD_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MAP_KINASE_SCAFFOLD_ACTIVITY AKAP13 DUSP19 IQGAP1 KSR1 MAP2K1 MAP2K2 MAPK8IP1 MAPK8IP2 MAPK8IP3 SH3RF1 SPAG9 GOMF_MAP_KINASE_TYROSINE_SERINE_THREONINE_PHOSPHATASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MAP_KINASE_TYROSINE_SERINE_THREONINE_PHOSPHATASE_ACTIVITY DUSP1 DUSP10 DUSP14 DUSP16 DUSP18 DUSP2 DUSP21 DUSP4 DUSP5 DUSP6 DUSP7 DUSP8 DUSP9 GOMF_MDM2_MDM4_FAMILY_PROTEIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MDM2_MDM4_FAMILY_PROTEIN_BINDING CDK5RAP3 MARCHF7 PPARA PSME3 RFWD3 RPL37 RPS15 RPS20 TP53 TP63 TP73 GOMF_MECHANOSENSITIVE_MONOATOMIC_ION_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MECHANOSENSITIVE_MONOATOMIC_ION_CHANNEL_ACTIVITY KCNK4 NALF1 NALF2 PIEZO1 PIEZO2 TMC1 TMC2 TMC3 TMC4 TMC5 TMC6 TMC7 TMC8 TMEM150C TMEM63A TMEM63B TRPV4 GOMF_MEDIUM_CHAIN_FATTY_ACID_COA_LIGASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MEDIUM_CHAIN_FATTY_ACID_COA_LIGASE_ACTIVITY ACSF2 ACSL3 ACSM1 ACSM2A ACSM2B ACSM3 ACSM4 ACSM5 ACSM6 GOMF_MELANOCORTIN_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MELANOCORTIN_RECEPTOR_ACTIVITY MC1R MC2R MC3R MC4R MC5R OPRM1 GOMF_MELANOCORTIN_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MELANOCORTIN_RECEPTOR_BINDING AGRP ASIP MRAP MRAP2 POMC GOMF_MEMBRANE_INSERTASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MEMBRANE_INSERTASE_ACTIVITY COX18 EMC1 EMC10 EMC2 EMC3 EMC4 EMC6 EMC7 EMC8 EMC9 GET3 MMGT1 MTCH1 MTCH2 OXA1L TIMM10 TIMM9 GOMF_MEMBRANE_POTENTIAL_DRIVEN_UNIPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MEMBRANE_POTENTIAL_DRIVEN_UNIPORTER_ACTIVITY SLC17A6 SLC17A7 SLC17A8 SLC17A9 UCP2 GOMF_METALLOAMINOPEPTIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_METALLOAMINOPEPTIDASE_ACTIVITY ANPEP AOPEP ENPEP ERAP1 ERAP2 LAP3 LNPEP LTA4H LVRN METAP1 METAP1D METAP2 MMP14 MMP15 MMP16 MMP17 NPEPL1 NPEPPS NPEPPSP1 PEPD RNPEP RNPEPL1 TRHDE XPNPEP1 XPNPEP2 XPNPEP3 GOMF_METALLOCARBOXYPEPTIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_METALLOCARBOXYPEPTIDASE_ACTIVITY ACE2 AEBP1 AGBL1 AGBL2 AGBL3 AGBL4 AGBL5 AGTPBP1 CPA1 CPA2 CPA3 CPA4 CPA5 CPA6 CPB1 CPB2 CPD CPE CPM CPN1 CPO CPXM1 CPXM2 CPZ FOLH1 FOLH1B MATCAP1 NAALAD2 PEPD VASH1 VASH2 GOMF_METALLOCHAPERONE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_METALLOCHAPERONE_ACTIVITY ATOX1 ATP7A CCS COX17 DPH3 FXN NUBP1 NUBP2 NUBPL PARK7 SCO1 SCO2 TF ZNG1E GOMF_METALLODIPEPTIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_METALLODIPEPTIDASE_ACTIVITY ACE ADAM10 CNDP1 CNDP2 CPQ DPEP1 DPEP2 MEP1A GOMF_METALLOENDOPEPTIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_METALLOENDOPEPTIDASE_ACTIVITY ACE ADAM10 ADAM11 ADAM12 ADAM15 ADAM17 ADAM18 ADAM19 ADAM2 ADAM20 ADAM21 ADAM22 ADAM23 ADAM28 ADAM29 ADAM30 ADAM32 ADAM33 ADAM7 ADAM8 ADAM9 ADAMDEC1 ADAMTS1 ADAMTS10 ADAMTS12 ADAMTS13 ADAMTS14 ADAMTS15 ADAMTS16 ADAMTS17 ADAMTS18 ADAMTS19 ADAMTS2 ADAMTS20 ADAMTS3 ADAMTS4 ADAMTS5 ADAMTS6 ADAMTS7 ADAMTS8 ADAMTS9 ADAMTSL2 AFG3L2 ASTL ATP23 BMP1 CIROP CLCA1 CLCA2 CLCA3P CLCA4 ECE1 ECE2 ECEL1 EEF1AKMT4-ECE2 IDE KEL KLK7 LMLN MBTPS2 MEP1A MEP1B MIPEP MME MMEL1 MMP1 MMP10 MMP11 MMP12 MMP13 MMP14 MMP15 MMP16 MMP17 MMP19 MMP2 MMP20 MMP21 MMP23B MMP24 MMP25 MMP26 MMP27 MMP28 MMP3 MMP7 MMP8 MMP9 NLN NRDC OMA1 PAPPA PAPPA2 PHEX PITRM1 PMPCA PMPCB PRSS2 RCE1 SPG7 SPRTN THOP1 TLL1 TLL2 TMPRSS6 TRABD2A TRABD2B UQCRC2 YBEY YME1L1 ZMPSTE24 GOMF_METALLOENDOPEPTIDASE_INHIBITOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_METALLOENDOPEPTIDASE_INHIBITOR_ACTIVITY BST2 COL4A3 FETUB LXN NGF RARRES1 RECK SPOCK1 SPOCK2 SPOCK3 TIMP1 TIMP2 TIMP3 TIMP4 WFIKKN1 WFIKKN2 GOMF_METALLOEXOPEPTIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_METALLOEXOPEPTIDASE_ACTIVITY ACE ACE2 ADAM10 AEBP1 AGBL1 AGBL2 AGBL3 AGBL4 AGBL5 AGTPBP1 ANPEP AOPEP CNDP1 CNDP2 CPA1 CPA2 CPA3 CPA4 CPA5 CPA6 CPB1 CPB2 CPD CPE CPM CPN1 CPO CPQ CPXM1 CPXM2 CPZ DPEP1 DPEP2 DPP3 ENPEP ERAP1 ERAP2 ERMP1 FOLH1 FOLH1B LAP3 LNPEP LTA4H LVRN MATCAP1 MEP1A METAP1 METAP1D METAP2 MMP14 MMP15 MMP16 MMP17 NAALAD2 NPEPL1 NPEPPS NPEPPSP1 NUDT16 PEPD RNPEP RNPEPL1 TRHDE VASH1 VASH2 XPNPEP1 XPNPEP2 XPNPEP3 ZMPSTE24 GOMF_METALLOPEPTIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_METALLOPEPTIDASE_ACTIVITY ACE ACE2 ADAM10 ADAM11 ADAM12 ADAM15 ADAM17 ADAM18 ADAM19 ADAM2 ADAM20 ADAM21 ADAM22 ADAM23 ADAM28 ADAM29 ADAM30 ADAM32 ADAM33 ADAM7 ADAM8 ADAM9 ADAMDEC1 ADAMTS1 ADAMTS10 ADAMTS12 ADAMTS13 ADAMTS14 ADAMTS15 ADAMTS16 ADAMTS17 ADAMTS18 ADAMTS19 ADAMTS2 ADAMTS20 ADAMTS3 ADAMTS4 ADAMTS5 ADAMTS6 ADAMTS7 ADAMTS8 ADAMTS9 ADAMTSL2 AEBP1 AFG3L2 AGBL1 AGBL2 AGBL3 AGBL4 AGBL5 AGTPBP1 AMZ1 AMZ2 ANPEP AOPEP ASTL ATP23 BMP1 BRCC3 CHMP1A CIROP CLCA1 CLCA2 CLCA3P CLCA4 CNDP1 CNDP2 COPS5 COPS6 CPA1 CPA2 CPA3 CPA4 CPA5 CPA6 CPB1 CPB2 CPD CPE CPM CPN1 CPO CPQ CPXM1 CPXM2 CPZ DNPEP DPEP1 DPEP2 DPP3 ECE1 ECE2 ECEL1 EEF1AKMT4-ECE2 EIF3F EIF3H ENPEP ERAP1 ERAP2 ERMP1 FOLH1 FOLH1B IDE KEL KLK7 LAP3 LMLN LNPEP LTA4H LVRN MATCAP1 MATCAP2 MBTPS2 MEP1A MEP1B METAP1 METAP1D METAP2 MIPEP MME MMEL1 MMP1 MMP10 MMP11 MMP12 MMP13 MMP14 MMP15 MMP16 MMP17 MMP19 MMP2 MMP20 MMP21 MMP23B MMP24 MMP25 MMP26 MMP27 MMP28 MMP3 MMP7 MMP8 MMP9 MPND MYSM1 NAALAD2 NAALADL1 NLN NPEPL1 NPEPPS NPEPPSP1 NRDC NUDT16 OMA1 PAPPA PAPPA2 PEPD PHEX PITRM1 PMPCA PMPCB PRPF8 PRSS2 PSMD14 PSMD7 RCE1 RNPEP RNPEPL1 SPG7 SPRTN STAMBP STAMBPL1 THOP1 TLL1 TLL2 TMPRSS6 TRABD2A TRABD2B TRHDE UQCRC2 VASH1 VASH2 XPNPEP1 XPNPEP2 XPNPEP3 YBEY YME1L1 ZMPSTE24 GOMF_METAL_CATION_MONOATOMIC_CATION_ANTIPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_METAL_CATION_MONOATOMIC_CATION_ANTIPORTER_ACTIVITY CHP1 GHITM LETM1 SLC11A1 SLC17A6 SLC17A7 SLC24A1 SLC24A2 SLC24A3 SLC24A4 SLC24A5 SLC30A1 SLC30A10 SLC30A2 SLC30A6 SLC30A8 SLC38A3 SLC38A5 SLC3A2 SLC41A1 SLC41A3 SLC4A10 SLC4A8 SLC4A9 SLC8A1 SLC8A2 SLC8A3 SLC8B1 SLC9A1 SLC9A2 SLC9A3 SLC9A4 SLC9A5 SLC9A6 SLC9A7 SLC9A8 SLC9A9 SLC9B1 SLC9B2 SLC9C1 SLC9C2 TMCO3 GOMF_METAL_CATION_PROTON_ANTIPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_METAL_CATION_PROTON_ANTIPORTER_ACTIVITY CHP1 GHITM LETM1 SLC11A1 SLC17A6 SLC17A7 SLC30A1 SLC30A2 SLC30A6 SLC30A8 SLC38A3 SLC38A5 SLC9A1 SLC9A2 SLC9A3 SLC9A4 SLC9A5 SLC9A6 SLC9A7 SLC9A8 SLC9A9 SLC9B1 SLC9B2 SLC9C1 SLC9C2 TMCO3 GOMF_METAL_CLUSTER_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_METAL_CLUSTER_BINDING ABAT ABCE1 ACO1 ACO2 AIFM3 AOX1 BOLA2 BOLA2B BRIP1 CDK5RAP1 CDKAL1 CIAO3 CIAPIN1 CISD1 CISD2 CISD3 DDX11 DNA2 DPH1 DPH2 DPYD ELP3 ERCC2 ETFDH EXO5 FDX1 FDX2 FECH FXN GLRX2 GLRX3 GLRX5 IREB2 ISCA1 ISCA2 ISCU KIAA0753 KIF4A KIF4B LIAS MOCS1 MUTYH NDUFS1 NDUFS2 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NFS1 NFU1 NTHL1 NUBP1 NUBP2 NUBPL POLD1 POLE PPAT PRIM2 REV3L RFESD RPS3 RSAD1 RSAD2 RTEL1 SDHB TYW1 TYW1B UQCRFS1 UQCRFS1P1 XDH GOMF_METAL_DEPENDENT_DEUBIQUITINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_METAL_DEPENDENT_DEUBIQUITINASE_ACTIVITY BRCC3 COPS5 COPS6 EIF3F EIF3H MYSM1 PRPF8 PSMD14 PSMD7 STAMBP STAMBPL1 GOMF_METAL_ION_SENSOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_METAL_ION_SENSOR_ACTIVITY EFCAB9 EFHB EFHD1 SLC39A4 SYT1 GOMF_METAL_ION_SEQUESTERING_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_METAL_ION_SEQUESTERING_ACTIVITY CASQ2 FTH1 LCN2 S100A7 SLC39A4 GOMF_METAL_ION_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_METAL_ION_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ABCC8 ABCC9 ANXA2 ANXA2P2 ANXA6 ANXA9 AQP1 ASIC1 ASIC2 ASIC3 ASIC4 ASIC5 ATP12A ATP13A1 ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP2A1 ATP2A2 ATP2A3 ATP2B1 ATP2B2 ATP2B3 ATP2B4 ATP2C1 ATP2C2 ATP4A ATP4B ATP7A ATP7B BNIP1 CACHD1 CACNA1A CACNA1B CACNA1C CACNA1D CACNA1E CACNA1F CACNA1G CACNA1H CACNA1I CACNA1S CACNA2D1 CACNA2D2 CACNA2D3 CACNA2D4 CACNB1 CACNB2 CACNB3 CACNB4 CACNG1 CACNG2 CACNG3 CACNG4 CACNG5 CACNG6 CACNG7 CACNG8 CALHM1 CATSPER1 CATSPER2 CATSPER3 CATSPER4 CCDC51 CCT8L2 CHP1 CHRNA10 CHRNA7 CHRNA9 CLCA3P CLDN16 CNNM2 CNNM4 CUL5 FKBP1B FXYD4 GHITM GPM6A GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B HCN1 HCN2 HCN3 HCN4 HTR1B ITGAV ITPR1 ITPR2 ITPR3 KCNA1 KCNA10 KCNA2 KCNA3 KCNA4 KCNA5 KCNA6 KCNA7 KCNAB1 KCNAB2 KCNAB3 KCNB1 KCNB2 KCNC1 KCNC2 KCNC3 KCNC4 KCND1 KCND2 KCND3 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNF1 KCNG1 KCNG2 KCNG3 KCNG4 KCNH1 KCNH2 KCNH3 KCNH4 KCNH5 KCNH6 KCNH7 KCNH8 KCNIP1 KCNIP2 KCNIP3 KCNIP4 KCNJ1 KCNJ10 KCNJ11 KCNJ12 KCNJ13 KCNJ14 KCNJ15 KCNJ16 KCNJ18 KCNJ2 KCNJ3 KCNJ4 KCNJ5 KCNJ6 KCNJ8 KCNJ9 KCNK1 KCNK10 KCNK12 KCNK13 KCNK15 KCNK16 KCNK17 KCNK18 KCNK2 KCNK3 KCNK4 KCNK5 KCNK6 KCNK7 KCNK9 KCNMA1 KCNMB1 KCNMB2 KCNMB3 KCNMB4 KCNN1 KCNN2 KCNN3 KCNN4 KCNQ1 KCNQ2 KCNQ3 KCNQ4 KCNQ5 KCNS1 KCNS2 KCNS3 KCNT1 KCNT2 KCNU1 KCNV1 KCNV2 LETM1 LRRC26 LRRC38 LRRC52 LRRC55 MAGT1 MCOLN1 MCOLN2 MCOLN3 MCU MFSD2A MMGT1 MRS2 NALCN NALF1 NALF2 NCS1 NIPA1 NIPA2 NIPAL1 NIPAL2 NIPAL3 NIPAL4 OPRM1 ORAI1 ORAI2 ORAI3 P2RX4 PANX1 PKD1 PKD1L1 PKD1L2 PKD1L3 PKD2 PKD2L1 PKD2L2 PKDREJ PSEN1 RASA3 RYR1 RYR2 RYR3 SCN10A SCN11A SCN1A SCN1B SCN2A SCN2B SCN3A SCN3B SCN4A SCN4B SCN5A SCN7A SCN8A SCN9A SCNN1A SCNN1B SCNN1D SCNN1G SEC61A1 SHROOM2 SLC10A1 SLC10A2 SLC10A3 SLC10A4 SLC10A5 SLC10A6 SLC11A1 SLC11A2 SLC12A1 SLC12A2 SLC12A3 SLC12A4 SLC12A5 SLC12A6 SLC12A7 SLC12A8 SLC12A9 SLC13A1 SLC13A2 SLC13A3 SLC13A4 SLC13A5 SLC17A1 SLC17A2 SLC17A3 SLC17A4 SLC17A6 SLC17A7 SLC17A8 SLC18A1 SLC18A2 SLC1A1 SLC1A2 SLC1A3 SLC1A6 SLC1A7 SLC20A1 SLC20A2 SLC22A1 SLC23A1 SLC23A2 SLC24A1 SLC24A2 SLC24A3 SLC24A4 SLC24A5 SLC25A28 SLC25A37 SLC28A1 SLC28A2 SLC28A3 SLC29A1 SLC30A1 SLC30A10 SLC30A2 SLC30A3 SLC30A4 SLC30A5 SLC30A6 SLC30A7 SLC30A8 SLC30A9 SLC31A1 SLC31A2 SLC34A1 SLC34A2 SLC34A3 SLC38A1 SLC38A2 SLC38A3 SLC38A4 SLC38A5 SLC38A7 SLC39A1 SLC39A10 SLC39A11 SLC39A12 SLC39A13 SLC39A14 SLC39A2 SLC39A3 SLC39A4 SLC39A5 SLC39A6 SLC39A7 SLC39A8 SLC39A9 SLC3A2 SLC40A1 SLC41A1 SLC41A2 SLC41A3 SLC46A3 SLC4A10 SLC4A11 SLC4A4 SLC4A5 SLC4A7 SLC4A8 SLC4A9 SLC5A1 SLC5A10 SLC5A11 SLC5A12 SLC5A2 SLC5A3 SLC5A4 SLC5A5 SLC5A6 SLC5A7 SLC5A8 SLC5A9 SLC6A1 SLC6A11 SLC6A12 SLC6A13 SLC6A14 SLC6A15 SLC6A18 SLC6A2 SLC6A20 SLC6A3 SLC6A4 SLC6A5 SLC6A6 SLC6A7 SLC6A8 SLC6A9 SLC8A1 SLC8A2 SLC8A3 SLC8B1 SLC9A1 SLC9A2 SLC9A3 SLC9A4 SLC9A5 SLC9A6 SLC9A7 SLC9A8 SLC9A9 SLC9B1 SLC9B2 SLC9C1 SLC9C2 SNAP25 STIM2 TMC1 TMC2 TMCO1 TMCO3 TMEM165 TMEM175 TMEM37 TMEM38A TMEM38B TPCN1 TPCN2 TRPA1 TRPC1 TRPC3 TRPC4 TRPC4AP TRPC5 TRPC6 TRPC7 TRPM1 TRPM2 TRPM3 TRPM4 TRPM5 TRPM6 TRPM7 TRPM8 TRPV1 TRPV2 TRPV3 TRPV4 TRPV5 TRPV6 TSPOAP1 TTYH1 TUSC3 UCP3 ZDHHC13 GOMF_METHYLATION_DEPENDENT_PROTEIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_METHYLATION_DEPENDENT_PROTEIN_BINDING ATRX BPTF CBX1 CBX2 CBX3 CBX4 CBX5 CBX6 CBX8 CDY1 CDY1B CDYL CDYL2 CHD1 CHD5 CHD8 CXXC1 DPF2 DPPA3 FAM156A FAM156B FMR1 GLYR1 HDGFL2 ING1 ING2 ING3 ING4 ING5 JMJD7 KDM4A KDM4C KDM5A KDM7A KDM8 KMT2E L3MBTL1 L3MBTL2 L3MBTL3 LRWD1 MBTD1 MORC3 MORC4 MPHOSPH8 MSH6 MSL3 MTF2 NCAPD3 NCAPG2 PHF1 PHF13 PHF19 PHF2 PHF20L1 PHF8 PWP1 PWWP2A PYGO1 RAG2 RRP8 SETD5 SGF29 SPIN1 SPIN2A SPIN2B SPIN3 SPIN4 SUZ12 TAF1 TAF7 TDRD3 THAP7 TP53BP1 TRIM24 TTLL12 UHRF1 WDR5 ZCWPW1 ZCWPW2 ZMYND11 ZMYND8 ZZEF1 ZZZ3 GOMF_METHYL_CPG_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_METHYL_CPG_BINDING CDX1 CDX2 CHTOP CXXC4 CXXC5 DNMT1 ERH HOXB13 LHX4 LRWD1 MBD1 MBD2 MBD3 MBD3L1 MBD3L2 MBD3L2B MBD3L3 MBD3L4 MBD3L5 MECP2 PRMT1 PRMT5 TET1 TET3 UHRF1 WDR77 ZBTB21 ZBTB33 ZBTB38 ZBTB4 ZCWPW1 GOMF_MHC_CLASS_IB_PROTEIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MHC_CLASS_IB_PROTEIN_BINDING CYRIB KIR2DS4 KIR3DL2 KLRD1 LILRB1 LILRB2 TAP1 TAP2 GOMF_MHC_CLASS_IB_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MHC_CLASS_IB_RECEPTOR_ACTIVITY CD160 KIR2DL4 KLRC1 KLRC2 KLRC4-KLRK1 KLRD1 KLRK1 LILRB1 GOMF_MHC_CLASS_II_PROTEIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MHC_CLASS_II_PROTEIN_BINDING CD4 CD74 CD81 COL2A1 FCRL6 LAG3 MFAP3 GOMF_MHC_CLASS_II_PROTEIN_COMPLEX_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MHC_CLASS_II_PROTEIN_COMPLEX_BINDING ANXA11 ATP1B1 B2M CD4 CD74 CD81 HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HSP90AA1 HSP90AB1 HSPA8 MS4A1 PKM YWHAE GOMF_MHC_CLASS_II_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MHC_CLASS_II_RECEPTOR_ACTIVITY HLA-DOA HLA-DOB HLA-DPA1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 GOMF_MHC_CLASS_I_PROTEIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MHC_CLASS_I_PROTEIN_BINDING ATP5F1A ATP5F1B BCAP31 CD244 CD8A CD8B CD8B2 DERL1 HLA-E KLRC4-KLRK1 KLRK1 LILRB1 LILRB2 PILRA PILRB TAP1 TAPBP TUBB TUBB4B VCP GOMF_MHC_CLASS_I_PROTEIN_COMPLEX_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MHC_CLASS_I_PROTEIN_COMPLEX_BINDING CD160 CD8A KLRC1 KLRC2 KLRD1 TAPBP TAPBPL GOMF_MHC_CLASS_I_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MHC_CLASS_I_RECEPTOR_ACTIVITY CD160 CTSH KIR2DS5 KIR3DL1 KIR3DS1 KLRF1 LILRA1 LILRA2 LILRA3 LILRA4 LILRA5 LILRB1 LILRB2 LILRB4 MR1 GOMF_MHC_PROTEIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MHC_PROTEIN_BINDING ATP5F1A ATP5F1B BCAP31 CD244 CD4 CD74 CD81 CD8A CD8B CD8B2 CLEC7A COL2A1 CYRIB DERL1 FCRL6 HLA-E KIR2DS4 KIR3DL2 KLRC4-KLRK1 KLRD1 KLRK1 LAG3 LILRB1 LILRB2 MARCHF1 MARCHF8 MFAP3 PILRA PILRB TAP1 TAP2 TAPBP TRAV19 TRAV29DV5 TRAV8-4 TRBV12-3 TRBV7-9 TRGV3 TRGV9 TUBB TUBB4B VCP GOMF_MHC_PROTEIN_COMPLEX_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MHC_PROTEIN_COMPLEX_BINDING ANXA11 ATP1B1 B2M CD160 CD4 CD74 CD81 CD8A CYRIB HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HSP90AA1 HSP90AB1 HSPA8 KLRC1 KLRC2 KLRD1 LILRB1 LILRB2 MS4A1 PKM TAPBP TAPBPL YWHAE GOMF_MICROFIBRIL_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MICROFIBRIL_BINDING ADAMTSL2 ADAMTSL5 LTBP1 LTBP2 POLR2A GOMF_MICROFILAMENT_MOTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MICROFILAMENT_MOTOR_ACTIVITY ACTC1 MYH1 MYH10 MYH11 MYH13 MYH14 MYH15 MYH2 MYH3 MYH4 MYH6 MYH7 MYH7B MYH8 MYH9 MYL6 MYO10 MYO15A MYO19 MYO1A MYO1B MYO1C MYO1D MYO1E MYO1F MYO1G MYO1H MYO3A MYO3B MYO5A MYO5B MYO5C MYO6 MYO7A MYO7B MYO9A MYO9B GOMF_MICROTUBULE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MICROTUBULE_BINDING ABRAXAS1 ABRAXAS2 ALMS1 APC APC2 ARHGEF2 ARL3 BCL2L11 BIRC5 C10orf90 CAMSAP1 CAMSAP2 CAMSAP3 CAPN6 CCDC170 CCDC181 CCDC187 CCDC61 CCDC66 CCDC69 CCDC88A CCDC88B CCDC88C CCSAP CCSER2 CDK5 CDK5RAP2 CENPE CENPF CEP290 CEP295 CEP295NL CEP350 CEP44 CEP57 CEP57L1 CETN1 CETN2 CETN3 CFAP144 CFAP157 CGN CHP1 CKAP5 CLASP1 CLASP2 CLIP1 CLIP2 CLIP3 CLIP4 CNN3 CRIPT CRYAB DCDC1 DCLK2 DCTN1 DCX DLGAP5 DNAI7 DNM1 DNM1L DNM2 DNM3 DRG1 DST DYNC1I1 EML1 EML2 EML3 EML4 EML5 EML6 ENKD1 EZR FAM161A FAM83D FBXW11 FES FGF13 FHDC1 FMN1 FMR1 FNTA FSD1 FTCD GABARAP GABARAPL2 GAPDH GAS2 GAS2L1 GAS2L2 GAS2L3 GAS8 GJB6 GLI1 GOLGA2 GTSE1 HAUS4 HAUS6 HAUS7 HAUS8 HDAC6 HDGFL3 HOOK1 HOOK2 HOOK3 IRAG2 JAKMIP1 JAKMIP2 JAKMIP3 JMY KATNA1 KATNAL1 KATNAL2 KATNB1 KATNBL1 KIF11 KIF12 KIF13A KIF13B KIF14 KIF15 KIF16B KIF17 KIF18A KIF18B KIF19 KIF1A KIF1B KIF1C KIF20A KIF20B KIF21A KIF21B KIF22 KIF23 KIF24 KIF25 KIF26A KIF26B KIF27 KIF28P KIF2A KIF2B KIF2C KIF3A KIF3B KIF3C KIF4A KIF4B KIF5A KIF5B KIF5C KIF6 KIF7 KIF9 KIFC1 KIFC2 KIFC3 KLC3 KNSTRN KRIT1 LRPPRC LRRK2 MACF1 MACO1 MAP10 MAP1A MAP1B MAP1LC3A MAP1LC3B MAP1LC3B2 MAP1S MAP2 MAP4 MAP4K4 MAP6 MAP6D1 MAP7D3 MAP9 MAPRE1 MAPRE2 MAPRE3 MAPT MARK4 MAST1 MAST2 MDM1 MID1 MID2 MTCL1 MTUS1 MTUS2 MX1 MX2 NAV3 NDE1 NDEL1 NDRG1 NEFH NEFM NEIL2 NIN NME8 NUMA1 NUSAP1 OGG1 OPA1 PAFAH1B1 PEX14 PLK1 POLB PRC1 PRNP PSRC1 RAB11A RACGAP1 RAE1 RCC2 REEP1 REEP2 REEP3 REEP4 RGS14 RMDN1 RMDN2 RMDN3 RP1 RPS3 S100A8 S100A9 SAXO1 SAXO2 SBDS SGIP1 SKA1 SKA2 SPACA9 SPAG5 SPAG6 SPAG8 SPAST SPATA4 SPC24 SPEF1 SSNA1 STARD9 STIM1 STRBP SUN2 SVBP TBCB TERF1 TIAM1 TOGARAM1 TOGARAM2 TPGS1 TPPP TRAF3IP1 TRIM54 TRPV4 TTBK2 TUBGCP2 TUBGCP3 TUBGCP4 TUBGCP5 TUBGCP6 UXT VAPA VAPB VASH2 VPS41 WASL WHAMM ZNF207 GOMF_MICROTUBULE_MINUS_END_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MICROTUBULE_MINUS_END_BINDING CAMSAP1 CAMSAP2 CAMSAP3 CEP290 HAUS4 HAUS7 MACF1 NIN NUMA1 TUBGCP2 TUBGCP3 TUBGCP4 TUBGCP5 TUBGCP6 GOMF_MICROTUBULE_MOTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MICROTUBULE_MOTOR_ACTIVITY APPBP2 CENPE DNAH1 DNAH10 DNAH11 DNAH12 DNAH14 DNAH17 DNAH2 DNAH3 DNAH5 DNAH6 DNAH7 DNAH8 DNAH9 DNAI2 DNAL4 DNHD1 DYNC1H1 DYNC1I1 DYNC1I2 DYNC2H1 DYNLRB1 DYNLRB2 KIF11 KIF12 KIF13A KIF13B KIF14 KIF15 KIF16B KIF17 KIF18A KIF18B KIF19 KIF1A KIF1B KIF1C KIF20A KIF20B KIF21A KIF21B KIF22 KIF23 KIF24 KIF25 KIF26A KIF26B KIF27 KIF28P KIF2A KIF2B KIF2C KIF3A KIF3B KIF3C KIF4A KIF4B KIF5A KIF5B KIF5C KIF6 KIF7 KIF9 KIFC1 KIFC2 KIFC3 SMC3 STARD9 GOMF_MICROTUBULE_PLUS_END_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MICROTUBULE_PLUS_END_BINDING APC CKAP5 CLASP1 CLASP2 CLIP1 CLIP2 CLIP3 CLIP4 DST FBXW11 KIF18A KIF2C KNSTRN MAPRE1 MAPRE2 MAPRE3 NUMA1 PAFAH1B1 STIM1 TBCB TTBK2 GOMF_MICROTUBULE_SEVERING_ATPASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MICROTUBULE_SEVERING_ATPASE_ACTIVITY FIGN FIGNL1 FIGNL2 IQCA1 IQCA1L KATNA1 KATNAL1 KATNAL2 SPAST GOMF_MINOR_GROOVE_OF_ADENINE_THYMINE_RICH_DNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MINOR_GROOVE_OF_ADENINE_THYMINE_RICH_DNA_BINDING H1-0 HAND2 HMGA1 HMGA2 HNRNPD KMT2A LIN54 MAPT MEF2C PAX6 GOMF_MINUS_END_DIRECTED_MICROTUBULE_MOTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MINUS_END_DIRECTED_MICROTUBULE_MOTOR_ACTIVITY DNAH1 DNAH10 DNAH11 DNAH12 DNAH14 DNAH17 DNAH2 DNAH3 DNAH5 DNAH6 DNAH7 DNAH8 DNAH9 DNHD1 DYNC1H1 DYNC2H1 KIF25 GOMF_MIRNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MIRNA_BINDING AGO1 AGO2 AGO3 AGO4 DDX21 DND1 DNM3OS ELAVL1 FMR1 GAS5 HNRNPA1 HNRNPA2B1 KCNQ1OT1 LIN28A MATR3 MIAT NEAT1 OIP5-AS1 PNPT1 POU5F1 PUM1 PUM2 RBM10 RBM4 RC3H1 SMAD5-AS1 SOCS3 SOX2 SOX4 SPOUT1 TARBP2 TRIM71 TUSC8 TUT4 TUT7 XIST YBX1 ZC3H10 ZC3H12A ZC3H7A ZC3H7B ZNF346 GOMF_MIRNA_INHIBITOR_ACTIVITY_VIA_BASE_PAIRING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MIRNA_INHIBITOR_ACTIVITY_VIA_BASE_PAIRING DNM3OS GAS5 KCNQ1OT1 MIAT NEAT1 OIP5-AS1 SMAD5-AS1 TUSC8 XIST GOMF_MISFOLDED_PROTEIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MISFOLDED_PROTEIN_BINDING BAG6 CLU CLUL1 DERL1 DERL2 DERL3 DNAJB11 DNAJB9 DNAJC10 DNAJC3 EDEM1 F12 HDAC6 HSPA1A HSPA5 RHBDD2 SDF2 SDF2L1 STUB1 TOR1A GOMF_MISMATCHED_DNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MISMATCHED_DNA_BINDING APTX MLH1 MLH3 MSH2 MSH3 MSH4 MSH5 MSH6 MUTYH PCNA PMS1 PMS2 TDG XPC GOMF_MISMATCH_REPAIR_COMPLEX_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MISMATCH_REPAIR_COMPLEX_BINDING ATR MCM8 MCM9 MLH1 MSH2 MSH6 MUTYH PCNA PMS2 TREX1 WRN GOMF_MITOCHONDRIAL_RIBOSOME_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MITOCHONDRIAL_RIBOSOME_BINDING C1QBP GUF1 MALSU1 MRPS27 NDUFAB1 OXA1L TACO1 TMEM223 UQCC5 GOMF_MITOCHONDRION_TARGETING_SEQUENCE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MITOCHONDRION_TARGETING_SEQUENCE_BINDING TIMM22 TOMM20 TOMM20L TOMM40L TOMM70 GOMF_MITOGEN_ACTIVATED_PROTEIN_KINASE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MITOGEN_ACTIVATED_PROTEIN_KINASE_BINDING ABL1 ACE ATF7 CDK5RAP3 DIRAS1 DUSP1 DUSP10 DUSP16 DUSP2 GCH1 MAPK14 MAPK7 MAPKAPK2 MAPKAPK3 MAPKAPK5 MICAL2 NBR1 NFATC1 PPM1D PRKG1 PRKG2 PRMT1 PTAFR PTPRJ SIRT1 STAU2 TAB1 TNIP1 TPR GOMF_MITOGEN_ACTIVATED_PROTEIN_KINASE_KINASE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MITOGEN_ACTIVATED_PROTEIN_KINASE_KINASE_BINDING ACE BRAF DAB2IP MAP3K11 PIN1 TAOK2 TRIB1 TRIB2 TRIB3 GOMF_MITOGEN_ACTIVATED_PROTEIN_KINASE_KINASE_KINASE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MITOGEN_ACTIVATED_PROTEIN_KINASE_KINASE_KINASE_BINDING DAB2IP DAZAP2 DUSP19 MAP3K11 MAP4K2 MARVELD3 PPARA PPEF2 ROR2 SASH1 STK38 TCF3 TRAF2 TRIM72 TRIM8 GOMF_MITOGEN_ACTIVATED_PROTEIN_KINASE_P38_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MITOGEN_ACTIVATED_PROTEIN_KINASE_P38_BINDING DUSP10 DUSP16 MAPK14 NFATC1 PRKG1 PRMT1 TAB1 GOMF_MODIFICATION_DEPENDENT_PROTEIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MODIFICATION_DEPENDENT_PROTEIN_BINDING ABRAXAS1 ABRAXAS2 AGAP3 AGL ANK2 ANKRD13A ANKRD13B ANKRD13D APLF ASCC2 ATAD2B ATRIP ATRX BABAM2 BAG6 BAZ2A BPTF BRCC3 BRD2 BRD3 BRD4 BRD7 BRD9 BRDT CARM1 CBX1 CBX2 CBX3 CBX4 CBX5 CBX6 CBX8 CDY1 CDY1B CDYL CDYL2 CGAS CHD1 CHD1L CHD5 CHD8 CXXC1 DAXX DNAJB2 DNAJC2 DPF2 DPPA3 DZIP3 EPS15 FAAP20 FAM156A FAM156B FAN1 FMR1 GLYR1 HDAC6 HDGFL2 IDE IKBKE IKBKG ING1 ING2 ING3 ING4 ING5 JARID2 JMJD7 KDM4A KDM4C KDM5A KDM7A KDM8 KMT2A KMT2E L3MBTL1 L3MBTL2 L3MBTL3 LAPTM5 LRWD1 LYN MACROH2A1 MBTD1 MINDY1 MINDY2 MLLT1 MLLT3 MORC3 MORC4 MPHOSPH8 MPND MSH6 MSL3 MTF2 NCAPD3 NCAPG2 NPLOC4 OPTN OTUD7A OTUD7B PARP10 PARP2 PEX1 PEX6 PHF1 PHF13 PHF19 PHF2 PHF20L1 PHF8 PHIP PLCG2 PML PRPF8 PSMD4 PSME4 PTPN6 PWP1 PWWP2A PYGO1 RAD18 RAD23A RAD23B RAG2 RNF168 RNF169 RNF31 RRP8 SETD5 SGF29 SHARPIN SIRT1 SMARCA4 SPIN1 SPIN2A SPIN2B SPIN3 SPIN4 SPRTN SQSTM1 SUZ12 TAB2 TAB3 TAF1 TAF1L TAF7 TDRD3 THAP7 TNFAIP3 TNIP2 TNIP3 TOM1 TP53BP1 TRIM24 TTLL12 UBAC1 UBL7 UBQLN1 UBQLN2 UBQLN3 UBQLN4 UBQLNL UBXN1 UFD1 UHRF1 UIMC1 USP15 VAV1 VCP WDR5 WDR81 XRCC1 YEATS2 YEATS4 ZBTB1 ZCWPW1 ZCWPW2 ZFAND2B ZFAND6 ZMYND11 ZMYND8 ZRANB1 ZRANB3 ZZEF1 ZZZ3 GOMF_MODIFIED_AMINO_ACID_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MODIFIED_AMINO_ACID_BINDING ADGRB1 ANXA13 ANXA2 ANXA2P2 ANXA5 ANXA6 ANXA9 APPL1 APPL2 ASAP1 AXL CAVIN2 CBS CD300A CD300LF CPNE1 CPNE6 CPS1 DHFR DHFRP1 DPEP1 ENSG00000274276 FASN FCHO2 FOLR1 FOLR2 FOLR3 FTCD FTCDNL1 GAP43 GAS6 GNMT GPR143 GRAMD1B GSDMA GSDMB GSDMC GSDMD HAVCR1 HMGB1 HSPA8 IZUMO1R JPH2 MARK1 MFGE8 MME MMUT MTHFR MTHFS NOX4 OSBPL10 OSBPL5 OSBPL8 PLEKHN1 RPE65 RS1 SCARB1 SCARB2 SCIN SESTD1 SLC19A1 SLC46A1 SMPD3 SYT1 SYT10 SYT11 SYT12 SYT13 SYT15 SYT17 SYT2 SYT3 SYT4 SYT5 SYT6 SYT7 SYT8 SYT9 SYTL2 THBS1 TIMD4 TLN1 TREM2 TRIM72 TYMS UROS GOMF_MODIFIED_AMINO_ACID_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MODIFIED_AMINO_ACID_TRANSMEMBRANE_TRANSPORTER_ACTIVITY CTNS PDPN SLC16A12 SLC16A9 SLC19A1 SLC19A2 SLC1A4 SLC22A1 SLC22A15 SLC22A16 SLC22A2 SLC22A4 SLC22A5 SLC25A12 SLC25A13 SLC25A15 SLC25A2 SLC25A26 SLC25A29 SLC25A32 SLC38A4 SLC38A9 SLC3A1 SLC46A1 SLC47A1 SLC5A6 SLC66A1 SLC6A13 SLC6A14 SLC6A20 SLC6A8 SLC7A1 SLC7A11 SLC7A2 SLC7A3 SLC7A6 SLC7A7 SLC7A9 GOMF_MOLECULAR_ADAPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MOLECULAR_ADAPTOR_ACTIVITY A1CF ABI1 ABI2 ACP3 ADAM10 ADAP2 AGER AHDC1 AIM2 AIMP2 AKAP13 AKAP5 AKAP6 AKAP9 AKIRIN2 ALDOB AMBRA1 AMFR ANAPC1 ANAPC7 ANK1 ANK2 ANK3 ANKRD9 AP1G1 AP1G2 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 AP4E1 APH1A APH1B APPBP2 AR ARPC4 ARRB2 ARRDC1 ARRDC4 ATG14 ATG16L1 ATP1B1 ATP1B2 ATP1B3 AXIN1 AXIN2 BAIAP2 BANK1 BBLN BBS4 BCL2 BCL2L11 BCL3 BECN1 BET1 BET1L BFAR BICD1 BICD2 BIN3 BLNK BNIP1 BRD1 BRD4 BRDT BTRC C17orf97 CAPN3 CAPRIN1 CARD10 CARD8 CAV1 CAV2 CAV3 CBX1 CBX5 CCNT1 CD3E CD3G CDC42SE2 CDKN1B CDYL CEP63 CGAS CHCHD3 CHD1L CIB1 CIDEB CIDEC CNKSR1 CNOT1 CNTLN COL11A1 COL11A2 COL14A1 COL19A1 COL1A2 COL4A2 COL4A4 COL8A2 COX15 CRADD CRK CRKL CSNK2B CSTPP1 CUL1 CUL2 CUL3 CUL4A CUL5 DAB2 DAB2IP DAW1 DAXX DCAF1 DCAF12 DCAF13 DCAF7 DDB1 DDX20 DDX3X DDX4 DEDD2 DET1 DGCR8 DHX16 DISC1 DLG1 DLG5 DLGAP1 DLGAP2 DLGAP3 DLGAP4 DOK2 DTL DTX3L DUSP19 DVL2 DYNC1LI1 DZIP1 E2F1 ECPAS ECSIT EEF1A1 EIF3B EIF4G1 ELOC EMILIN1 EPB41L3 EPC1 ERCC2 ERG28 FADD FBXL19 FBXL2 FBXO3 FBXO4 FBXO42 FBXO45 FBXO7 FBXO9 FBXW11 FBXW7 FCRL2 FEM1A FEM1B FEM1C FIRRE FIS1 FKBP4 FLRT1 FLRT2 FLRT3 FMR1 FNTA FREY1 FRMD4A FRS2 FRS3 FSCN1 FSCN2 FSCN3 FUS FXR1 FXYD2 FZR1 G3BP1 G3BP2 GAB1 GAB2 GAB3 GAB4 GAS2 GAS2L1 GAS2L2 GAS2L3 GAS6 GATAD2A GCN1 GET1 GIGYF2 GLYR1 GNB1 GNB2 GNB3 GNB4 GNB5 GOSR1 GOSR2 GRAPL GRB10 GRB14 GRB2 GRIP1 GTF2E1 H2AZ2 HCFC1 HDAC4 HDGFL2 HERPUD1 HIP1 HIP1R HMGA1 HNRNPA1 HNRNPA2B1 HOMER1 HOMER2 HPF1 HRAS HSH2D HSPA8 HYDIN2 ICE1 IFI27 IFNAR1 IFNAR2 IKBKG ING2 INSC INSM1 IPPK IQGAP1 IRAK2 IRGM IRS1 IRS2 ISCU ITGA2B ITSN1 ITSN2 JAG1 JCHAIN JUP KEAP1 KHDRBS1 KIR3DL1 KLF4 KLHDC1 KLHDC10 KLHDC2 KLHDC3 KLHL15 KLHL17 KLHL2 KLHL22 KLHL25 KLHL3 KRAS KSR1 LAMTOR1 LAMTOR2 LAMTOR3 LAMTOR4 LAMTOR5 LAT LDLR LDLRAP1 LETMD1 LGALS3 LIN28A LINC01145 LINC01783 LINC02591 LOC112267871 LOX LPL LRRK2 LTBP1 MAGI2 MAP1A MAP2K1 MAP2K2 MAP2K4 MAPK8IP1 MAPK8IP2 MAPK8IP3 MAPKAP1 MAPRE1 MAPT MARK4 MAVS MBD2 MECP2 MEN1 MICAL3 MLLT3 MLPH MMS19 MORC3 MPP7 MT-TS1 MYD88 MYH9 NAPA NAPB NAPG NCBP1 NCK1 NCK2 NCOA3 NCSTN NDC1 NDC80 NEAT1 NEFH NEFL NELFA NFATC2 NHERF1 NHERF2 NHERF4 NKAP NKD2 NLRP1 NLRP3 NLRP4 NLRP6 NMD3 NMNAT1 NMNAT2 NOLC1 NPM1 NUFIP1 NUP153 NUP62 OBSL1 OFD1 OPTN OTUD4 PAG1 PAXX PCLAF PCM1 PCMTD1 PCNT PDCD6 PDE4DIP PDZK1 PDZK1P1 PEF1 PEX14 PEX26 PEX3 PGLYRP1 PHF14 PIH1D1 PIK3R1 PKP2 PLCB3 PML POLD3 PPP1R3C PPP4R2 PRAME PRAMEF6 PRAMEF9 PRDX4 PRNP PSMC6 PSMD10 PSMD4 PSMG1 PSMG2 PSMG3 PTPN11 RAB11FIP3 RAB3A RACK1 RAD50 RAPGEF4 RAPSN RB1 RB1CC1 RBM47 RBX1 RETREG1 RETREG2 RETREG3 RGS14 RICTOR RIPK2 ROPN1B RPTOR RRAGA RRAGC RRAGD RUVBL2 RXRG SARM1 SARS1 SASH1 SAV1 SCIMP SCRIB SDCBP SEC22A SEC22B SEPTIN1 SEPTIN10 SEPTIN11 SEPTIN12 SEPTIN14 SEPTIN2 SEPTIN3 SEPTIN4 SEPTIN5 SEPTIN6 SEPTIN7 SEPTIN8 SEPTIN9 SERINC1 SGTA SGTB SH2B1 SH2B2 SH2B3 SH2D1B SH3BGRL SH3RF1 SHANK1 SHANK2 SHANK3 SHB SHC1 SKP1 SLA2 SLC35D3 SLC4A1 SLC9A1 SMAD7 SMARCD1 SNAP23 SNAP25 SNAP29 SNAP47 SNCA SOCS2 SOD3 SORBS1 SORBS2 SOS1 SP1 SPAG4 SPAG9 SPATA2 SPI1 SPPL2C SPSB1 SPSB2 SPSB4 SPTBN4 SQSTM1 SRRT ST13 STAP1 STAP2 STAT3 STING1 STON1 STON2 STUB1 STX10 STX11 STX12 STX16 STX17 STX18 STX19 STX1A STX1B STX2 STX3 STX4 STX5 STX6 STX7 STX8 SUN1 SUN2 SUN3 SUN5 SUV39H2 SYN1 SYNE1 SYNE2 SYNE3 TAB2 TAB3 TANK TAPBP TARDBP TBC1D31 TCAP TCOF1 TELO2 TERF1 TGFBR2 THAP7 TIAL1 TICAM1 TICAM2 TIRAP TJP2 TMEM250 TOLLIP TOMM70 TONSL TPR TRADD TRAF2 TRAF3IP3 TRAT1 TRDN TREX2 TRIM11 TRIM17 TRIM22 TRIM5 TRIM6 TRPC4AP TSIX TSNARE1 TUT1 TYROBP UBE2Z UBL7 UBQLN2 UBXN8 USE1 USP18 VAMP1 VAMP2 VAMP3 VAMP7 VAMP8 VHL VIM VPS11 VPS18 VTI1A VTI1B WDR59 WDR77 WIPI1 WNK1 WNK3 WWC1 WWC2 WWC3 XK YEATS2 YKT6 ZAR1 ZC3H18 ZDHHC11 ZMYND10 ZNF598 ZSWIM8 ZZEF1 GOMF_MOLECULAR_CARRIER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MOLECULAR_CARRIER_ACTIVITY ANP32E APLF ASF1A ASF1B ATOX1 ATP7A BAG3 CALR CCS CLU COX17 COX18 CSE1L CYGB DPH3 EIF4ENIF1 EMC1 EMC10 EMC2 EMC3 EMC4 EMC6 EMC7 EMC8 EMC9 FXN GET3 HBA1 HBA2 HBB HBD HBE1 HBG1 HBG2 HBM HBQ1 HBZ HIKESHI HSPA8 IPCEF1 IPO11 IPO4 IPO5 IPO9 JDP2 KPNA1 KPNA2 KPNA3 KPNA4 KPNA5 KPNA6 KPNA7 KPNB1 MB MMGT1 MTCH1 MTCH2 MYD88 NAP1L1 NDUFAB1 NGB NUBP1 NUBP2 NUBPL NUP214 NUP42 NUTF2 OXA1L PARK7 PEX19 PEX5 PRDM12 PWP1 RAN RANBP17 RANBP6 SCO1 SCO2 SNUPN SPTY2D1 TF TIMM10 TIMM9 TMCO6 TNPO1 TNPO2 TNPO3 URM1 VPS72 XPO1 XPO4 XPO5 XPO6 XPO7 ZNG1E GOMF_MOLECULAR_CONDENSATE_SCAFFOLD_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MOLECULAR_CONDENSATE_SCAFFOLD_ACTIVITY C17orf97 CAPRIN1 CARD8 CCNT1 CGAS CIDEC DAXX DDX4 FMR1 FUS FXR1 G3BP1 G3BP2 HNRNPA1 HNRNPA2B1 LGALS3 MAVS MECP2 NCK1 NEAT1 NLRP1 NLRP3 NLRP6 NPM1 PRNP RXRG SOS1 TARDBP UBQLN2 WNK1 WNK3 ZAR1 GOMF_MOLECULAR_FUNCTION_ACTIVATOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MOLECULAR_FUNCTION_ACTIVATOR_ACTIVITY ABHD5 ABI1 ABR ACAP1 ACAP2 ACAP3 ACSL1 ACVR2B ADA2 ADAP1 ADAP2 ADCYAP1 ADGRB3 ADIPOQ ADM ADM2 ADRM1 AFAP1L2 AGAP1 AGAP11 AGAP2 AGAP3 AGAP4 AGAP5 AGAP6 AGAP7P AGAP9 AGFG1 AGFG2 AGRP AGT AHSA1 AHSA2P AIM2 AIMP1 AKT1 AKT2 ALDH1A1 ALK ALKAL1 ALKAL2 ALKBH1 ALOX5AP ALS2 ALS2CL AMBN AMELX AMH ANGPT4 ANGPTL3 ANGPTL8 ANKRD27 APAF1 APELA APH1A APH1B APLN APOA1 APOA2 APOA4 APOA5 APOC1 APOC2 APOE APOH APP ARAP1 ARAP2 ARAP3 AREG ARFGAP1 ARFGAP2 ARFGAP3 ARFGEF1 ARHGAP1 ARHGAP10 ARHGAP11A ARHGAP11B ARHGAP12 ARHGAP15 ARHGAP17 ARHGAP18 ARHGAP19 ARHGAP20 ARHGAP21 ARHGAP22 ARHGAP23 ARHGAP24 ARHGAP25 ARHGAP26 ARHGAP27 ARHGAP28 ARHGAP29 ARHGAP30 ARHGAP31 ARHGAP32 ARHGAP33 ARHGAP35 ARHGAP36 ARHGAP39 ARHGAP4 ARHGAP40 ARHGAP42 ARHGAP44 ARHGAP45 ARHGAP5 ARHGAP6 ARHGAP8 ARHGAP9 ARHGDIA ARHGDIB ARHGDIG ARHGEF1 ARHGEF10L ARHGEF11 ARHGEF12 ARHGEF15 ARHGEF19 ARHGEF6 ARL1 ARRB1 ARTN ASAP1 ASAP2 ASAP3 ASIP ATG13 ATP1B1 ATP1B2 ATP1B3 ATP2A3 ATP4B ATP6AP1 AURKA AVP AZIN1 AZIN2 B3GAT3 BAD BCAS3 BCL10 BCL2L13 BCR BDNF BEX3 BGLAP BICRA BLM BMI1 BMP1 BMP10 BMP15 BMP2 BMP3 BMP4 BMP5 BMP6 BMP7 BMP8A BMP8B BNIP2 BRPF1 BTC BTK BTRC C17orf99 C1QTNF12 C1QTNF4 C1QTNF9 C5 CA9 CAB39 CAB39L CACNA1S CALCA CALCB CALM1 CALM2 CALM3 CAPRIN1 CARD8 CARTPT CASP1 CASP3 CASP8AP2 CASP9 CAV1 CBX8 CCK CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL27 CCL28 CCL3 CCL3L1 CCL3L3 CCL4 CCL5 CCL7 CCL8 CCN3 CCN6 CCNB1 CCND1 CCND2 CCND3 CCNK CCNT1 CCNT2 CCNY CCNYL1 CCNYL2 CCNYL3 CD24 CD320 CD40LG CD70 CD80 CD86 CDC20 CDC20B CDC42EP2 CDK5 CDK5R1 CDK5R2 CDKN1A CDKN1B CDNF CER1 CFLAR CGA CGB1 CGB2 CGB3 CGB7 CHGB CHM CHML CHN1 CHN2 CITED2 CKLF CKS1B CKS2 CLCF1 CLEC11A CLPS CLPSL1 CLPSL2 CLPX CMTM1 CMTM2 CMTM3 CMTM5 CMTM7 CMTM8 CNTF COLEC10 COPA CORT COX17 CRH CRLF1 CSF1 CSF2 CSF3 CSH1 CSH2 CSHL1 CSPG5 CTF1 CTSA CTSC CTSG CTSH CTSK CTSL CTSS CTSV CWF19L1 CX3CL1 CXCL1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL14 CXCL16 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 CYB5B DAB2IP DAD1 DAND5 DAOA DAXX DAZAP2 DBF4 DBF4B DBNL DCP1A DCP1B DDOST DDX3X DEFB103A DEFB103B DEFB104A DEFB104B DEFB109B DEFB110 DEFB114 DEFB130A DEFB130B DEFB133 DEFB4A DEPDC1 DEPDC1B DEPDC5 DGKQ DKK1 DLC1 DLL1 DLL4 DNAJA1 DNAJA2 DNAJB1 DNAJB2 DNAJB4 DNAJB6 DNAJC1 DNAJC10 DNAJC15 DNAJC19 DNAJC2 DNAJC24 DNAJC7 DNM1L DNMT3L DOCK1 DOCK2 DOCK3 DOCK4 DOCK5 DPM2 DPM3 DPP4 DUSP19 EBAG9 EBI3 ECT2 EDA EDN1 EDN2 EDN3 EED EFEMP1 EFNA5 EGF EGFR EIF5 ELMOD1 ELMOD2 ELMOD3 ENDOU ENHO ENSG00000290147 ENTREP1 EPGN EPHA2 EPHA7 EPO ERBB3 ERCC5 ERCC6 EREG ERFE ERRFI1 ETAA1 EVI5 EVI5L F2 F2RL2 FAM13A FAM13B FAM20A FAM3B FAM3C FAM3D FAM47E FASLG FBLN1 FBN1 FBN2 FBXW7 FGF1 FGF10 FGF11 FGF12 FGF13 FGF14 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FLCN FLRT2 FLRT3 FLT3LG FN1 FNDC5 FNIP1 FRS2 FSHB FXYD2 FYN FZR1 GAL GALP GAPVD1 GARNL3 GAS6 GAST GCG GCN1 GDF1 GDF10 GDF11 GDF15 GDF2 GDF3 GDF5 GDF6 GDF7 GDF9 GDI1 GDI2 GDNF GFER GH1 GH2 GHRH GHRL GIP GIT1 GIT2 GKN1 GM2A GMFB GMFG GMIP GNAQ GNAS GNB5 GNRH1 GNRH2 GPHA2 GPHB5 GPI GPIHBP1 GPNMB GPR158 GPR15LG GPRC5A GPRC5B GPRC5C GPRC5D GREM1 GREM2 GRM5 GRN GRP GRTP1 GTF2F1 GTF2H4 GTF3C4 GUCA1A GUCA1B GUCA1C GUCA2A GUCA2B HACD3 HAMP HBEGF HCRT HDGF HDGFL3 HGF HIF1A HMGA1 HMGB1 HMGB2 HSCB HSPA1A HSPB2 HTR2A HTR2B HTRA1 IAPP IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IFNE IFNG IFNK IFNL1 IFNL2 IFNL3 IFNL4 IFNW1 IGF1 IGF2 IGFBP3 IL10 IL11 IL12A IL12B IL13 IL15 IL16 IL17A IL17B IL17C IL17D IL17F IL18 IL19 IL1A IL1B IL1F10 IL1RN IL2 IL20 IL21 IL22 IL23A IL24 IL25 IL26 IL27 IL3 IL31 IL32 IL33 IL34 IL36A IL36B IL36G IL36RN IL37 IL4 IL5 IL6 IL6ST IL7 IL9 INCENP INHA INHBA INHBB INHBC INHBE INS INS-IGF2 INSL3 INSL4 INSL5 INSL6 IQGAP1 IQGAP2 IQGAP3 IRGM JAG1 JAG2 JMJD6 JUN KITLG KL KNG1 KRTCAP2 LACRT LAMTOR3 LARS1 LCK LEFTY1 LEFTY2 LEP LGALS3 LHB LIF LLGL1 LLGL2 LRCOL1 LRPAP1 LRRC26 LRRC38 LRRC52 LRRC55 LRRK2 LTA LTB LTC4S LTF LTK MACC1 MADD MAL MALT1 MANF MAP2K1 MAP2K2 MAP2K7 MAP3K12 MAP3K13 MAP3K20 MARK2 MDK MET METRN METRNL MGST2 MIA MICOS10-NBL1 MIF MLN MLST8 MMP15 MMP16 MMP17 MMP24 MNAT1 MOB1A MOB1B MOB2 MOB3A MOB3B MOB3C MSMP MSTN MT3 MTCP1 MTSS2 MYBPC3 MYO9A MYO9B NAMPT NBL1 NCF1 NCF1B NCF1C NCF2 NCF4 NCKAP1L NCS1 NDP NEK7 NEK9 NENF NF1 NGF NHERF1 NKRF NKX3-1 NLRC4 NLRP1 NLRP12 NLRP3 NMB NOD1 NODAL NOTCH1 NOXA1 NOXO1 NPFF NPPA NPPB NPPC NPRL2 NPRL3 NPY NRG1 NRG2 NRG3 NRG4 NRP1 NRTN NSD3 NSMAF NTF3 NTF4 NTS NUPR1 OCRL OGN OPHN1 OSGIN1 OSGIN2 OSM OSTN OXT PAK2 PARK7 PARP16 PARP6 PARP8 PCNA PCOLCE PCOLCE2 PDCD5 PDE8A PDGFA PDGFB PDGFC PDGFD PDPK1 PDYN PENK PEX12 PF4 PF4V1 PGAM5 PGF PGLYRP1 PHACTR4 PIK3CA PIK3R1 PINK1 PITRM1 PLAA PLCB1 PLCB3 PLEKHG6 PLXNB1 PMCH PMCHL2 PNOC POLG2 POMC PPBP PPP1R12B PPP1R15A PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PPP4R3A PPP4R3B PPP4R3C PPY PREB PREX1 PREX2 PRKAG2 PRKCD PRKCE PRKRA PRL PRLH PRNP PROK1 PRSS22 PSAP PSENEN PSMC3IP PSMD14 PSME1 PSME2 PSME3 PSME4 PSPN PTH PTHLH PTK2 PTN PTPA PTTG1 PYCARD PYY PYY3 QRFP RAB3GAP1 RAB3GAP2 RABEP1 RABEP2 RABGAP1 RABGAP1L RACGAP1 RACK1 RALBP1 RALGAPA1 RALGAPA2 RALGAPB RAMAC RANBP1 RANBP2 RANBP3 RANBP3L RANGAP1 RAP1GAP RAP1GAP2 RAPGEF2 RASA1 RASA2 RASA3 RASA4 RASA4B RASAL1 RASAL2 RASAL3 RASGRP3 RCVRN REG1A REG3A RETN RETNLB RFC1 RGCC RGPD1 RGPD2 RGPD3 RGPD4 RGPD5 RGPD6 RGPD8 RGS1 RGS10 RGS11 RGS12 RGS14 RGS16 RGS17 RGS18 RGS2 RGS20 RGS3 RGS4 RGS5 RGS6 RGS7 RGS8 RGS9 RHEB RICTOR RIN1 RIN2 RIN3 RING1 RINL RLN1 RLN2 RLN3 RP2 RPLP1 RPS27L RPTOR S100A4 SAE1 SCG2 SCGB3A1 SCT SDHAF4 SEC23A SEC23B SECTM1 SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SFRP2 SGSM1 SGSM2 SGSM3 SH3BP1 SH3PXD2A SH3PXD2B SHH SIPA1 SIPA1L1 SIPA1L2 SIPA1L3 SKP1 SLC27A1 SLURP1 SLX4 SMAP1 SMAP2 SMCR8 SOS1 SPDYA SPP1 SPRY2 SPX SRC SRGAP1 SRGAP2 SRGAP3 SST ST20 STAP1 STARD13 STARD8 STC1 STC2 STK11 STK3 STK4 STRADA STRADB STRIT1 STX4 STXBP5 STXBP5L SUZ12 SVBP SYDE1 SYDE2 SYNGAP1 TAB1 TAFA1 TAFA2 TAFA3 TAFA4 TAFA5 TAGAP TANK TAOK1 TAOK2 TBC1D1 TBC1D10A TBC1D10B TBC1D10C TBC1D12 TBC1D13 TBC1D14 TBC1D15 TBC1D16 TBC1D17 TBC1D19 TBC1D2 TBC1D20 TBC1D21 TBC1D22A TBC1D22B TBC1D24 TBC1D25 TBC1D26 TBC1D2B TBC1D3 TBC1D30 TBC1D3B TBC1D3C TBC1D3D TBC1D3E TBC1D3F TBC1D3G TBC1D3H TBC1D3I TBC1D3K TBC1D3L TBC1D4 TBC1D5 TBC1D7 TBC1D8 TBC1D8B TBC1D9 TBC1D9B TBCD TBCK TCL1A TCL1B TDGF1 TDGF1P3 TEFM TFF1 TG TGFA TGFB1 TGFB2 TGFB3 TGFBR2 THBS4 THNSL2 THPO THY1 TIAM2 TIFAB TIMP1 TNF TNFRSF11B TNFSF10 TNFSF11 TNFSF12 TNFSF13 TNFSF13B TNFSF14 TNFSF15 TNFSF18 TNFSF4 TNFSF8 TNFSF9 TOM1L1 TOR1AIP1 TOR1AIP2 TP53 TREM2 TRH TRIM23 TSC2 TSHB TSLP TTR TYMP UBE2L3 UBE2N UCN UCN2 UCN3 USP6NL UTS2 UTS2B VAV3 VCP VEGFA VEGFB VEGFC VEGFD VGF VIP VPS9D1 VSIR VSTM1 WDR4 WDR48 WNK1 WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT8A WNT8B WNT9A WNT9B WRNIP1 XCL1 XCL2 XRCC5 ZP3 GOMF_MOLECULAR_FUNCTION_INHIBITOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MOLECULAR_FUNCTION_INHIBITOR_ACTIVITY A2M A2ML1 ABCE1 ADGRV1 ADH7 ADRM1 AGT AGTR2 AHSG AKT1 AKT1S1 AMBP ANGPTL3 ANGPTL4 ANKRD36C ANOS1 ANP32E ANXA1 ANXA2 ANXA2P2 ANXA3 ANXA4 ANXA5 ANXA9 APBA3 APLP2 APOA2 APOC1 APOC2 APOC3 APP ARPP19 ARRB1 ATP2B4 ATP5IF1 BCL2 BEX1 BEX2 BEX3 BEX4 BIN1 BIRC5 BIRC6 BIRC7 BOD1 BST2 C3 C3P1 C4A C4B C5 CABIN1 CABP1 CALM1 CALM2 CAMK2D CAMK2N1 CAMK2N2 CARD16 CARD17P CARD18 CASP3 CAST CAV1 CAV3 CCAR2 CCL5 CD109 CDC42SE1 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CDKN2D CEP43 CFTR CHMP3 CHP1 CIB1 CIT CLEC12B COL28A1 COL4A3 COL6A3 COL7A1 COMMD1 CPAMD8 CPEB2 CRB2 CRIM1 CSN2 CST1 CST11 CST2 CST3 CST4 CST5 CST6 CST7 CST8 CST9 CST9L CST9LP1 CSTA CSTB CSTL1 DAXX DDIT3 DDX21 DEPTOR DFFA DKK1 DKK2 DKK3 DKK4 DKKL1 DNAJB1 DNAJC3 DNM3OS DTX3L DUS2 DUSP19 DUT ELFN1 ELFN2 ENSA EPPIN ERCC4 ESR2 EZHIP FAF2 FBXO5 FETUB FKBP1A FKBP1B FLCN FNIP1 FNIP2 FRAT1 FRY FST FURIN GAPDH GAS5 GBP2 GBP5 GCKR GLMN GMFB GMFG GNAZ GPC3 GPIHBP1 GPS1 GPS2 GRM7 GSKIP HEXIM1 HEXIM2 HMSD HRG HSPA1A HSPB1 HSPBP1 HYAL2 IBTK ID1 ID2 ID3 ID4 IGSF1 IL18BP IL1RN IL36RN INCA1 INKA1 INKA2 IPO5 IQGAP1 IQGAP2 ITIH1 ITIH2 ITIH3 ITIH4 ITIH5 ITIH6 ITPR1 ITPRIP KAT2B KCNAB1 KCNMB2 KCNQ1OT1 KCNV1 KDM5A KNG1 LCN1 LEF1 LGALS3 LILRB4 LMTK2 LPA LRP6 LRPAP1 LRRK2 LTF LXN LY6E LY6G6D LY6H LYAR LYPD1 LYPD6 MACROH2A1 MANSC4 MAPK8IP1 MBIP MCUB MDFI MGAT5 MIAT MRLN MYOZ1 NAIP NCK1 NEAT1 NEDD4 NEDD4L NGF NHERF4 NKX3-1 NLRP7 NOLC1 NOTCH1 NPM1 NR0B2 OAZ1 OAZ2 OAZ3 OIP5-AS1 OPRPN OTUB1 PABIR1 PABIR2 PABIR3 PACSIN3 PAPLN PARP9 PARVA PASD1 PCSK1N PCSK9 PCYT1A PDC PDE6D PDE6G PDE6H PEBP1 PHACTR1 PHACTR2 PHACTR3 PHPT1 PI15 PI16 PI3 PIF1 PINLYP PINX1 PKIA PKIB PKIG PLN POT1 PPME1 PPP1R10 PPP1R11 PPP1R12A PPP1R12B PPP1R12C PPP1R14A PPP1R14B PPP1R14C PPP1R14D PPP1R16A PPP1R16B PPP1R17 PPP1R1A PPP1R1B PPP1R1C PPP1R2 PPP1R26 PPP1R27 PPP1R2B PPP1R2C PPP1R2P1 PPP1R35 PPP1R36 PPP1R37 PPP1R8 PPP1R9B PRKAG2 PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKRIP1 PRNP PROS1 PRPSAP1 PRPSAP2 PSMF1 PTN PTTG1 PURA PXDN PZP QARS1 R3HDML RACK1 RAD18 RARRES1 RASA1 RECK REG1A RENBP RGS2 RHOH RNH1 ROCK1 RPL11 RPL23 RPL37 RPL5 RPS15 RPS20 RPS7 RPTOR RSC1A1 RTKN SAG SCG5 SCGB1A1 SCN1B SCN3B SERPINA1 SERPINA10 SERPINA11 SERPINA12 SERPINA2 SERPINA3 SERPINA4 SERPINA5 SERPINA6 SERPINA7 SERPINA9 SERPINB1 SERPINB10 SERPINB11 SERPINB12 SERPINB13 SERPINB2 SERPINB3 SERPINB4 SERPINB5 SERPINB6 SERPINB7 SERPINB8 SERPINB9 SERPINC1 SERPIND1 SERPINE1 SERPINE2 SERPINE3 SERPINF1 SERPINF2 SERPING1 SERPINH1 SERPINI1 SERPINI2 SET SFN SH3BP5 SH3BP5L SH3RF2 SIMC1 SIN3A SKI SLC30A1 SLCO1B3 SLCO1B3-SLCO1B7 SLCO1B7 SLIT2 SLN SLPI SMAD5-AS1 SMAD6 SMAD7 SMCR8 SMO SMR3A SMR3B SNCA SNCB SOCS1 SOCS3 SOST SPINK1 SPINK13 SPINK14 SPINK2 SPINK4 SPINK5 SPINK6 SPINK7 SPINK8 SPINK9 SPINT1 SPINT2 SPINT3 SPINT4 SPOCK1 SPOCK2 SPOCK3 SPOP SPP2 SPRED1 SPRED2 SPRY2 SPRY4 SSPOP STX1A STX7 STX8 STYX STYXL1 TAF1 TAF3 TAOK3 TCF23 TEN1 TESC TFDP3 TFPI TFPI2 THBS1 THRSP TIMP1 TIMP2 TIMP3 TIMP4 TMBIM6 TNK2 TNNI3 TRAPPC2B TRIB1 TRIB2 TRIB3 TSC1 TUSC8 TXNIP U2AF2 UBE2Z UCHL5 UCN UGT1A1 UGT1A7 UGT1A8 UMODL1 URI1 USP10 USP14 VAMP8 VTI1B WARS1 WDTC1 WFDC1 WFDC10A WFDC10B WFDC11 WFDC12 WFDC13 WFDC2 WFDC3 WFDC5 WFDC8 WFDC9 WFIKKN1 WFIKKN2 WNK4 XIAP XIST YWHAB YWHAG ZNF451 GOMF_MOLECULAR_SEQUESTERING_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MOLECULAR_SEQUESTERING_ACTIVITY C1R CASQ2 CASTOR1 CAV1 CDKN1A DDX56 EPN1 FTH1 GOPC HSPBP1 IMPACT INSIG1 INSIG2 LAPTM5 LCN2 LRRC15 NFKBIA PMEPA1 PRDX4 PRNP S100A7 SDCBP SEC14L1 SESN2 SLC39A4 SMAD6 SPI1 STAT3 TARBP2 TCN1 TMC8 TRIM15 TSSC4 USP38 WDR44 XAF1 YWHAE YWHAG YWHAZ ZAR1 GOMF_MOLECULAR_TAG_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MOLECULAR_TAG_ACTIVITY ISG15 NEDD8 RPS27A SUMO1 SUMO1P1 SUMO2 SUMO3 SUMO4 UBA52 UBB UBC UBL5 URM1 GOMF_MOLECULAR_TRANSDUCER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MOLECULAR_TRANSDUCER_ACTIVITY ABCA1 ABCA7 ABCC8 ABCC9 ABHD2 ACKR1 ACKR2 ACKR3 ACKR4 ACVR1 ACVR1B ACVR1C ACVR2A ACVR2B ACVRL1 ADCYAP1R1 ADGRA1 ADGRA2 ADGRA3 ADGRB1 ADGRB2 ADGRB3 ADGRD1 ADGRD2 ADGRE1 ADGRE2 ADGRE3 ADGRE5 ADGRF1 ADGRF2 ADGRF3 ADGRF4 ADGRF5 ADGRG1 ADGRG2 ADGRG3 ADGRG4 ADGRG5 ADGRG6 ADGRG7 ADGRL1 ADGRL2 ADGRL3 ADGRL4 ADGRV1 ADIPOR1 ADIPOR2 ADORA1 ADORA2A ADORA2B ADORA3 ADRA1A ADRA1B ADRA1D ADRA2A ADRA2B ADRA2C ADRB1 ADRB2 ADRB3 AGER AGTR1 AGTR2 AGTRAP AHR AHRR AIM2 ALK AMFR AMHR2 AMOT ANPEP ANTXR1 ANTXR2 ANTXRL ANXA2R ANXA9 APLNR AR ARNT ATP6AP2 ATRN AVPR1A AVPR1B AVPR2 AXL B9D1 BCAM BDKRB1 BDKRB2 BMPR1A BMPR1B BMPR2 BRS3 BTLA BTN1A1 C17orf99 C3AR1 C5AR1 C5AR2 CALCR CALCRL CARD8 CASR CCKAR CCKBR CCR1 CCR10 CCR2 CCR3 CCR4 CCR5 CCR6 CCR7 CCR8 CCR9 CCRL2 CD14 CD160 CD2 CD200R1 CD200R1L CD244 CD247 CD27 CD28 CD300A CD300C CD300E CD300H CD300LB CD300LD CD300LF CD300LG CD302 CD33 CD36 CD3D CD3E CD3G CD4 CD40 CD44 CD46 CD47 CD5 CD69 CD7 CD72 CD74 CD79A CD79B CD80 CD86 CD8A CD8B CD8B2 CD93 CELSR1 CELSR2 CELSR3 CHRFAM7A CHRM1 CHRM2 CHRM3 CHRM4 CHRM5 CHRNA1 CHRNA10 CHRNA2 CHRNA3 CHRNA4 CHRNA5 CHRNA6 CHRNA7 CHRNA9 CHRNB1 CHRNB2 CHRNB3 CHRNB4 CHRND CHRNE CHRNG CLDN3 CLDN4 CLEC12A CLEC1A CLEC1B CLEC2D CLEC4A CLEC4D CLEC4E CLEC4M CLEC6A CLEC7A CMKLR1 CMKLR2 CNR1 CNR2 CNTFR CNTNAP1 COLEC12 CR1 CR2 CRCP CRHR1 CRHR2 CRIM1 CRLF1 CRLF2 CRY1 CRY2 CSF1R CSF2RA CSF2RB CSF3R CSPG4 CTSH CUBN CUL5 CX3CR1 CXCR1 CXCR2 CXCR3 CXCR4 CXCR5 CXCR6 CYSLTR1 CYSLTR2 DCBLD1 DCBLD2 DCC DDR1 DDR2 DERL1 DHX16 DMBT1 DNER DRD1 DRD2 DRD3 DRD4 DRD5 EBI3 EDA2R EDAR EDNRA EDNRB EFEMP1 EFNA3 EFNA4 EFNB3 EGFR EIF2D ELOVL4 ENG EPHA1 EPHA10 EPHA2 EPHA3 EPHA4 EPHA5 EPHA6 EPHA7 EPHA8 EPHB1 EPHB2 EPHB3 EPHB4 EPHB6 EPOR ERBB2 ERBB3 ERBB4 ESR1 ESR2 ESRRA ESRRB ESRRG EVI2A EXTL3 F2 F2R F2RL1 F2RL2 F2RL3 F3 FAS FBXW7-AS1 FCAMR FCER1A FCER1G FCER2 FCGR1A FCGR1BP FCGR2A FCGR2B FCGR2C FCGR3A FCGR3B FCMR FCN1 FCRL1 FCRL2 FCRL3 FCRL4 FCRL5 FCRL6 FCRLA FCRLB FFAR1 FFAR2 FFAR3 FFAR4 FGFR1 FGFR2 FGFR3 FGFR4 FGFRL1 FKBP3 FLT1 FLT3 FLT4 FOLR1 FOLR2 FOLR3 FPR1 FPR2 FPR3 FSHR FZD1 FZD10 FZD2 FZD3 FZD4 FZD5 FZD6 FZD7 FZD8 FZD9 GABBR1 GABBR2 GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRB1 GABRB2 GABRB3 GABRD GABRE GABRG1 GABRG2 GABRG3 GABRP GABRQ GABRR1 GABRR2 GABRR3 GAL GALR1 GALR2 GALR3 GCGR GFRA1 GFRA2 GFRA3 GFRA4 GFRAL GHR GHRHR GHSR GIPR GLP1R GLP2R GLRA1 GLRA2 GLRA3 GLRB GNAT2 GNRHR GNRHR2 GP1BA GP1BB GP6 GPA33 GPBAR1 GPER1 GPR101 GPR119 GPR12 GPR132 GPR135 GPR139 GPR141 GPR142 GPR143 GPR146 GPR148 GPR149 GPR15 GPR150 GPR151 GPR152 GPR153 GPR156 GPR157 GPR158 GPR160 GPR161 GPR162 GPR17 GPR171 GPR173 GPR174 GPR176 GPR179 GPR18 GPR182 GPR183 GPR19 GPR199P GPR20 GPR21 GPR22 GPR25 GPR26 GPR27 GPR3 GPR31 GPR32 GPR32P1 GPR33 GPR34 GPR35 GPR37 GPR37L1 GPR39 GPR4 GPR42 GPR45 GPR50 GPR52 GPR55 GPR6 GPR61 GPR62 GPR63 GPR65 GPR68 GPR75 GPR78 GPR82 GPR83 GPR84 GPR85 GPR87 GPR88 GPRC5A GPRC5B GPRC5C GPRC5D GPRC6A GRIA1 GRIA2 GRIA3 GRIA4 GRID1 GRID2 GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B GRM1 GRM2 GRM3 GRM4 GRM5 GRM6 GRM7 GRM8 GRPR GUCY1A1 GUCY1B1 GUCY2C GUCY2D GUCY2F HCAR1 HCAR2 HCAR3 HCRTR1 HCRTR2 HJV HLA-DOA HLA-DOB HLA-DPA1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HMCN2 HNF4A HNF4G HPGD HRH1 HRH2 HRH3 HRH4 HTR1A HTR1B HTR1D HTR1E HTR1F HTR2A HTR2B HTR2C HTR3A HTR3B HTR3C HTR3D HTR3E HTR4 HTR5A HTR6 HTR7 ICAM1 IFIH1 IFNAR1 IFNAR2 IFNGR1 IFNGR2 IFNLR1 IGF1R IGF2R IGSF6 IL10RA IL10RB IL11RA IL12B IL12RB1 IL12RB2 IL13RA1 IL13RA2 IL15RA IL17RA IL17RB IL17RC IL17RD IL17RE IL17REL IL18R1 IL18RAP IL1R1 IL1R2 IL1RAP IL1RAPL2 IL1RL1 IL1RL2 IL20RA IL20RB IL21R IL22RA1 IL22RA2 IL23R IL27RA IL2RA IL2RB IL2RG IL31RA IL3RA IL4R IL5RA IL6R IL6ST IL7R IL9R INPP5K INSR INSRR INTS6 ITGA11 ITGA2 ITGA4 ITGAL ITGAV ITGAX ITGB1 ITGB2 ITGB3 IZUMO1R JMJD6 KDR KIR2DL1 KIR2DL3 KIR2DL4 KIR2DS1 KIR2DS2 KIR2DS5 KIR3DL1 KIR3DS1 KISS1R KIT KLRB1 KLRC1 KLRC2 KLRC3 KLRC4 KLRC4-KLRK1 KLRD1 KLRF1 KLRG1 KLRK1 KRT1 L1CAM LAG3 LANCL1 LBP LEPR LGR4 LGR5 LGR6 LHCGR LIFR LILRA1 LILRA2 LILRA3 LILRA4 LILRA5 LILRB1 LILRB2 LILRB3 LILRB4 LILRB5 LMBR1 LMBR1L LPAR1 LPAR2 LPAR3 LPAR4 LPAR5 LPAR6 LRP1 LRP5 LRP6 LRP8 LRRC19 LRRN2 LTB4R LTB4R2 LTBP1 LTBP4 LTK LY75 LY96 LYVE1 M6PR MARCO MAS1 MAS1L MC1R MC2R MC3R MC4R MC5R MCC MCHR1 MCHR2 MERTK MET MILR1 MLNR MMD MPL MR1 MRC1 MRC2 MRGPRD MRGPRE MRGPRF MRGPRG MRGPRX1 MRGPRX2 MRGPRX3 MRGPRX4 MST1R MTNR1A MTNR1B MUSK MYOT NCR2 NECTIN1 NECTIN2 NEO1 NFAM1 NGFR NID1 NKX3-1 NLGN1 NLGN2 NLGN3 NLGN4X NLGN4Y NLRP1 NLRP6 NMBR NMUR1 NMUR2 NOD1 NOD2 NOTCH1 NOTCH2 NOTCH3 NOTCH4 NPBWR1 NPBWR2 NPC1 NPFFR1 NPFFR2 NPR1 NPR2 NPR3 NPSR1 NPY NPY1R NPY2R NPY4R2 NPY5R NPY6R NR1D1 NR1D2 NR1H2 NR1H3 NR1H4 NR1I2 NR1I3 NR2C1 NR2C2 NR2E1 NR2E3 NR2F1 NR2F2 NR2F6 NR3C1 NR3C2 NR4A1 NR4A2 NR4A3 NR5A1 NR5A2 NR6A1 NRP1 NRP2 NRXN1 NRXN2 NRXN3 NTRK1 NTRK2 NTRK3 NTSR1 NTSR2 OGFR OGFRL1 OPN1LW OPN1MW OPN1MW2 OPN1MW3 OPN1SW OPN3 OPN4 OPN5 OPRD1 OPRK1 OPRL1 OPRM1 OR10A2 OR10A3 OR10A4 OR10A5 OR10A6 OR10A7 OR10AC1 OR10AD1 OR10AG1 OR10C1 OR10D3 OR10D4P OR10G2 OR10G3 OR10G4 OR10G6 OR10G7 OR10G8 OR10G9 OR10H1 OR10H2 OR10H3 OR10H4 OR10H5 OR10J1 OR10J3 OR10J4 OR10J5 OR10J6P OR10K1 OR10K2 OR10P1 OR10Q1 OR10R2 OR10S1 OR10T2 OR10V1 OR10W1 OR10X1 OR10Z1 OR11A1 OR11G2 OR11H1 OR11H12 OR11H2 OR11H4 OR11H6 OR11H7 OR11L1 OR12D1 OR12D2 OR12D3 OR13A1 OR13C2 OR13C3 OR13C4 OR13C5 OR13C6P OR13C7 OR13C8 OR13C9 OR13D1 OR13F1 OR13G1 OR13H1 OR13J1 OR14A16 OR14A2 OR14C36 OR14I1 OR14J1 OR14K1 OR14L1P OR1A1 OR1A2 OR1B1 OR1C1 OR1D2 OR1D4 OR1D5 OR1E1 OR1E2 OR1E3 OR1F1 OR1F12P OR1F2P OR1G1 OR1I1 OR1J1 OR1J2 OR1J4 OR1K1 OR1L1 OR1L3 OR1L4 OR1L6 OR1L8 OR1M1 OR1N1 OR1N2 OR1P1 OR1Q1 OR1S1 OR1S2 OR2A1 OR2A12 OR2A14 OR2A2 OR2A25 OR2A4 OR2A42 OR2A5 OR2A7 OR2AE1 OR2AG1 OR2AG2 OR2AJ1 OR2AK2 OR2AP1 OR2AT4 OR2B11 OR2B2 OR2B3 OR2B6 OR2B8P OR2C1 OR2C3 OR2D2 OR2D3 OR2F1 OR2F2 OR2G2 OR2G3 OR2G6 OR2H1 OR2H2 OR2I1P OR2J1 OR2J2 OR2J3 OR2K2 OR2L13 OR2L2 OR2L3 OR2L5 OR2L8 OR2M2 OR2M3 OR2M4 OR2M5 OR2M7 OR2S2 OR2T1 OR2T10 OR2T11 OR2T12 OR2T2 OR2T27 OR2T29 OR2T3 OR2T33 OR2T34 OR2T35 OR2T4 OR2T5 OR2T6 OR2T7 OR2T8 OR2V1 OR2V2 OR2W1 OR2W3 OR2W5P OR2W6P OR2Y1 OR2Z1 OR3A1 OR3A2 OR3A3 OR4A15 OR4A16 OR4A47 OR4A4P OR4A5 OR4A8 OR4B1 OR4C11 OR4C12 OR4C13 OR4C15 OR4C16 OR4C3 OR4C45 OR4C46 OR4C5 OR4C6 OR4D1 OR4D10 OR4D11 OR4D2 OR4D5 OR4D6 OR4D9 OR4E1 OR4E2 OR4F15 OR4F16 OR4F17 OR4F21 OR4F29 OR4F3 OR4F4 OR4F5 OR4F6 OR4K1 OR4K13 OR4K14 OR4K15 OR4K17 OR4K2 OR4K3 OR4K5 OR4L1 OR4M1 OR4M2 OR4M2B OR4N2 OR4N4 OR4N5 OR4P4 OR4Q2 OR4Q3 OR4S1 OR4S2 OR4X1 OR4X2 OR51A2 OR51A4 OR51A7 OR51B2 OR51B4 OR51B5 OR51B6 OR51D1 OR51E1 OR51E2 OR51F1 OR51F2 OR51G1 OR51G2 OR51H1 OR51I1 OR51I2 OR51J1 OR51L1 OR51M1 OR51Q1 OR51S1 OR51T1 OR51V1 OR52A1 OR52A4P OR52A5 OR52B2 OR52B4 OR52B6 OR52D1 OR52E1 OR52E2 OR52E4 OR52E5 OR52E6 OR52E8 OR52H1 OR52I1 OR52I2 OR52J3 OR52K1 OR52K2 OR52L1 OR52L2P OR52M1 OR52N1 OR52N2 OR52N4 OR52N5 OR52P1 OR52R1 OR52W1 OR52Z1P OR56A1 OR56A3 OR56A4 OR56A5 OR56B1 OR56B2P OR56B4 OR5A1 OR5A2 OR5AC1 OR5AC2 OR5AK2 OR5AK3P OR5AL1 OR5AN1 OR5AP2 OR5AR1 OR5AS1 OR5AU1 OR5B12 OR5B17 OR5B2 OR5B21 OR5B3 OR5C1 OR5D13 OR5D14 OR5D16 OR5D18 OR5F1 OR5G3 OR5H1 OR5H14 OR5H15 OR5H2 OR5H6 OR5H8 OR5I1 OR5J2 OR5K1 OR5K2 OR5K3 OR5K4 OR5L1 OR5L2 OR5M1 OR5M10 OR5M11 OR5M3 OR5M8 OR5M9 OR5P2 OR5P3 OR5T1 OR5T2 OR5T3 OR5V1 OR5W2 OR6A2 OR6B1 OR6B2 OR6B3 OR6C1 OR6C2 OR6C3 OR6C4 OR6C6 OR6C65 OR6C68 OR6C70 OR6C74 OR6C75 OR6C76 OR6F1 OR6J1 OR6K2 OR6K3 OR6K6 OR6M1 OR6N1 OR6N2 OR6P1 OR6Q1 OR6S1 OR6T1 OR6V1 OR6X1 OR6Y1 OR7A10 OR7A17 OR7A2P OR7A5 OR7C1 OR7C2 OR7D2 OR7D4 OR7E24 OR7G1 OR7G2 OR7G3 OR8A1 OR8B12 OR8B2 OR8B3 OR8B4 OR8B8 OR8D1 OR8D2 OR8D4 OR8G1 OR8G2P OR8G3P OR8G5 OR8H1 OR8H2 OR8H3 OR8I2 OR8J1 OR8J2 OR8J3 OR8K1 OR8K3 OR8K5 OR8S1 OR8U1 OR8U3 OR8U8 OR8U9 OR9A1P OR9A2 OR9A4 OR9G1 OR9G4 OR9G9 OR9I1 OR9K2 OR9Q1 OR9Q2 OSCAR OSMR OXER1 OXGR1 OXTR P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX6 P2RX7 P2RY1 P2RY10 P2RY11 P2RY12 P2RY13 P2RY14 P2RY2 P2RY4 P2RY6 P2RY8 PAQR3 PAQR4 PAQR5 PAQR6 PAQR7 PAQR8 PAQR9 PAX8 PDE3A PDGFRA PDGFRB PDGFRL PEAR1 PECAM1 PGLYRP1 PGLYRP2 PGLYRP3 PGLYRP4 PGR PGRMC2 PIGR PKD1 PKD1L3 PKD2L1 PKHD1 PKHD1L1 PLA2R1 PLAUR PLXNA1 PLXNA2 PLXNA3 PLXNA4 PLXNB1 PLXNB2 PLXNB3 PLXNC1 PLXND1 PPARA PPARD PPARG PRLHR PRLR PRNP PROCR PROKR1 PROKR2 PRTG PTAFR PTCH1 PTCH2 PTGDR PTGDR2 PTGER1 PTGER2 PTGER3 PTGER4 PTGFR PTGIR PTH1R PTH2R PTK2B PTK7 PTPN6 PTPRA PTPRB PTPRC PTPRD PTPRE PTPRF PTPRG PTPRH PTPRK PTPRM PTPRN2 PTPRO PTPRR PTPRT PTPRU PTPRZ1 PVR PVRIG QRFPR RAMP1 RAMP2 RAMP3 RARA RARB RARG RECK REG1A REG1B REG3A REG3G REG4 RET RGMA RGMB RGR RHO RIGI RNF139 ROBO1 ROBO2 ROBO4 ROR1 ROR2 RORA RORB RORC ROS1 RRBP1 RRH RTBDN RTN4R RTN4RL1 RTN4RL2 RXFP1 RXFP2 RXFP3 RXFP4 RXRA RXRB RXRG RYK S1PR1 S1PR2 S1PR3 S1PR4 S1PR5 SCARB1 SCARB2 SCARF1 SCTR SDC4 SEC62 SEC63 SELE SELENOS SEMA4D SIGLEC7 SIGLEC8 SIGMAR1 SLAMF1 SLAMF8 SLC1A5 SLC20A1 SLC20A2 SLC22A17 SLC39A9 SLC52A2 SMO SORCS1 SORCS2 SORCS3 SORL1 SORT1 SOSTDC1 SPHK1 SPHK2 SPN SQSTM1 SREBF1 SSTR1 SSTR2 SSTR3 SSTR4 SSTR5 STAT3 STRA6 SUCNR1 TAAR1 TAAR2 TAAR3P TAAR5 TAAR6 TAAR8 TAAR9 TACR1 TACR2 TACR3 TAPT1 TAS1R1 TAS1R2 TAS1R3 TAS2R1 TAS2R10 TAS2R13 TAS2R14 TAS2R16 TAS2R19 TAS2R20 TAS2R3 TAS2R30 TAS2R31 TAS2R38 TAS2R39 TAS2R4 TAS2R40 TAS2R41 TAS2R42 TAS2R43 TAS2R45 TAS2R46 TAS2R5 TAS2R50 TAS2R60 TAS2R7 TAS2R8 TAS2R9 TBXA2R TEK TEX264 TGFBR1 TGFBR2 TGFBR3 TGFBR3L THBD THRA THRB TIE1 TLR1 TLR10 TLR2 TLR3 TLR4 TLR5 TLR6 TLR7 TLR8 TLR9 TM2D1 TMEM123 TMEM63A TMEM63B TMEM63C TMIGD2 TMIGD3 TNFRSF10A TNFRSF10B TNFRSF10C TNFRSF10D TNFRSF11A TNFRSF11B TNFRSF13B TNFRSF13C TNFRSF14 TNFRSF17 TNFRSF18 TNFRSF19 TNFRSF1A TNFRSF1B TNFRSF25 TNFRSF4 TNFRSF6B TNFRSF8 TNFRSF9 TPRA1 TRAM1 TREM1 TREM2 TREML1 TREML2 TREML4 TRGC2 TRHR TRIM5 TRPV1 TRPV4 TSHR TSPAN12 TSPO TYRO3 UNC5A UNC5B UNC5C UNC5CL UNC5D UTS2R VAC14 VDR VIPR1 VIPR2 VLDLR VN1R1 VN1R17P VN1R2 VN1R3 VN1R4 VN1R5 XCR1 ZACN ZNF219 ZP2 GOMF_MOLYBDOPTERIN_COFACTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MOLYBDOPTERIN_COFACTOR_BINDING AOX1 GPHN MTARC1 MTARC2 SUOX XDH GOMF_MONOAMINE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MONOAMINE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY SLC18A1 SLC18A2 SLC18A3 SLC18B1 SLC22A1 SLC22A2 SLC22A3 SLC29A3 SLC29A4 SLC6A2 SLC6A3 SLC6A4 GOMF_MONOATOMIC_ANION_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MONOATOMIC_ANION_CHANNEL_ACTIVITY ANO1 ANO10 ANO2 ANO3 ANO4 ANO5 ANO6 ANO7 ANO8 ANO9 APOL1 BEST1 BEST2 BEST3 BEST4 BSND CCT8L2 CFTR CLCA1 CLCA2 CLCA3P CLCA4 CLCC1 CLCN1 CLCN2 CLCN3 CLCN4 CLCN5 CLCN6 CLCN7 CLCNKA CLCNKB CLDN17 CLDN4 CLIC1 CLIC2 CLIC3 CLIC4 CLIC5 CLIC6 FXYD1 FXYD3 GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRB1 GABRB2 GABRB3 GABRD GABRE GABRG1 GABRG2 GABRG3 GABRP GABRQ GABRR1 GABRR2 GABRR3 GLRA1 GLRA2 GLRA3 GLRB GPR89A GPR89B KCNT2 LRRC8A LRRC8B LRRC8C LRRC8D LRRC8E MFSD8 NMUR2 OCA2 PACC1 SLC17A3 SLC17A6 SLC17A7 SLC17A8 SLC1A1 SLC1A4 SLC1A7 SLC26A11 SLC26A6 SLC26A7 SLC26A8 SLC26A9 TTYH1 TTYH2 TTYH3 VDAC1 VDAC2 VDAC3 GOMF_MONOATOMIC_ANION_MONOATOMIC_CATION_SYMPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MONOATOMIC_ANION_MONOATOMIC_CATION_SYMPORTER_ACTIVITY SLC12A1 SLC12A2 SLC12A3 SLC12A4 SLC12A5 SLC12A6 SLC12A7 SLC12A8 SLC12A9 SLC13A1 SLC18A1 SLC18A2 SLC22A1 SLC39A14 SLC5A5 SLC6A1 SLC6A11 SLC6A12 SLC6A13 SLC6A18 SLC6A2 SLC6A3 SLC6A4 SLC6A6 SLC6A8 GOMF_MONOATOMIC_ANION_SODIUM_SYMPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MONOATOMIC_ANION_SODIUM_SYMPORTER_ACTIVITY SLC12A1 SLC12A2 SLC12A3 SLC13A1 SLC18A1 SLC18A2 SLC22A1 SLC5A5 SLC6A1 SLC6A11 SLC6A12 SLC6A13 SLC6A18 SLC6A2 SLC6A3 SLC6A4 SLC6A6 SLC6A8 GOMF_MONOATOMIC_ANION_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MONOATOMIC_ANION_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ANO1 ANO10 ANO2 ANO3 ANO4 ANO5 ANO6 ANO7 ANO8 ANO9 APOL1 BEST1 BEST2 BEST3 BEST4 BSND CCT8L2 CFTR CLCA1 CLCA2 CLCA3P CLCA4 CLCC1 CLCN1 CLCN2 CLCN3 CLCN4 CLCN5 CLCN6 CLCN7 CLCNKA CLCNKB CLDN17 CLDN4 CLIC1 CLIC2 CLIC3 CLIC4 CLIC5 CLIC6 FXYD1 FXYD3 GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRB1 GABRB2 GABRB3 GABRD GABRE GABRG1 GABRG2 GABRG3 GABRP GABRQ GABRR1 GABRR2 GABRR3 GLRA1 GLRA2 GLRA3 GLRB GPR89A GPR89B KCNT2 LRRC8A LRRC8B LRRC8C LRRC8D LRRC8E MFSD8 NMUR2 OCA2 PACC1 SLC12A1 SLC12A2 SLC12A3 SLC12A4 SLC12A5 SLC12A6 SLC12A7 SLC12A8 SLC12A9 SLC13A1 SLC17A3 SLC17A6 SLC17A7 SLC17A8 SLC18A1 SLC18A2 SLC19A1 SLC1A1 SLC1A2 SLC1A4 SLC1A7 SLC22A1 SLC25A14 SLC25A27 SLC26A1 SLC26A10P SLC26A11 SLC26A2 SLC26A3 SLC26A4 SLC26A5 SLC26A6 SLC26A7 SLC26A8 SLC26A9 SLC39A14 SLC4A1 SLC4A10 SLC4A2 SLC4A3 SLC4A4 SLC4A5 SLC4A7 SLC4A8 SLC4A9 SLC5A5 SLC5A6 SLC6A1 SLC6A11 SLC6A12 SLC6A13 SLC6A18 SLC6A2 SLC6A3 SLC6A4 SLC6A6 SLC6A8 TTYH1 TTYH2 TTYH3 UCP2 VDAC1 VDAC2 VDAC3 GOMF_MONOATOMIC_CATION_BICARBONATE_SYMPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MONOATOMIC_CATION_BICARBONATE_SYMPORTER_ACTIVITY SLC39A10 SLC39A12 SLC39A14 SLC39A4 SLC39A5 SLC39A6 SLC39A8 SLC4A10 SLC4A4 SLC4A5 SLC4A7 SLC4A8 SLC4A9 GOMF_MONOATOMIC_CATION_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MONOATOMIC_CATION_CHANNEL_ACTIVITY ABCC8 ABCC9 ANO1 ANO10 ANO6 ANXA2 ANXA2P2 ANXA6 ANXA9 AQP1 ASIC1 ASIC2 ASIC3 ASIC4 ASIC5 ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5F1EP2 ATP5ME ATP5MF ATP5MG ATP5MGL ATP5PB ATP5PD ATP5PF ATP5PO ATP6V0C ATP6V1A BNIP1 CACHD1 CACNA1A CACNA1B CACNA1C CACNA1D CACNA1E CACNA1F CACNA1G CACNA1H CACNA1I CACNA1S CACNA2D1 CACNA2D2 CACNA2D3 CACNA2D4 CACNB1 CACNB2 CACNB3 CACNB4 CACNG1 CACNG2 CACNG3 CACNG4 CACNG5 CACNG6 CACNG7 CACNG8 CALHM1 CALHM2 CALHM3 CALHM4 CALHM5 CALHM6 CATSPER1 CATSPER2 CATSPER3 CATSPER4 CCDC51 CCT8L2 CHRFAM7A CHRNA1 CHRNA10 CHRNA2 CHRNA3 CHRNA4 CHRNA5 CHRNA6 CHRNA7 CHRNA9 CHRNB1 CHRNB2 CHRNB3 CHRNB4 CHRND CHRNE CHRNG CLCA3P CNGA1 CNGA2 CNGA3 CNGA4 CNGB1 CNGB3 CUL5 FKBP1B FXYD4 GPM6A GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B HCN1 HCN2 HCN3 HCN4 HTR1B HTR3A HTR3B HTR3C HTR3D HTR3E HVCN1 ITGAV ITPR1 ITPR2 ITPR3 KCNA1 KCNA10 KCNA2 KCNA3 KCNA4 KCNA5 KCNA6 KCNA7 KCNAB1 KCNAB2 KCNAB3 KCNB1 KCNB2 KCNC1 KCNC2 KCNC3 KCNC4 KCND1 KCND2 KCND3 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNF1 KCNG1 KCNG2 KCNG3 KCNG4 KCNH1 KCNH2 KCNH3 KCNH4 KCNH5 KCNH6 KCNH7 KCNH8 KCNIP1 KCNIP2 KCNIP3 KCNIP4 KCNJ1 KCNJ10 KCNJ11 KCNJ12 KCNJ13 KCNJ14 KCNJ15 KCNJ16 KCNJ18 KCNJ2 KCNJ3 KCNJ4 KCNJ5 KCNJ6 KCNJ8 KCNJ9 KCNK1 KCNK10 KCNK12 KCNK13 KCNK15 KCNK16 KCNK17 KCNK18 KCNK2 KCNK3 KCNK4 KCNK5 KCNK6 KCNK7 KCNK9 KCNMA1 KCNMB1 KCNMB2 KCNMB3 KCNMB4 KCNN1 KCNN2 KCNN3 KCNN4 KCNQ1 KCNQ2 KCNQ3 KCNQ4 KCNQ5 KCNS1 KCNS2 KCNS3 KCNT1 KCNT2 KCNU1 KCNV1 KCNV2 LRRC26 LRRC38 LRRC52 LRRC55 MCOLN1 MCOLN2 MCOLN3 MCU MT-ATP6 MT-ATP8 NALCN NALF1 NALF2 NCS1 NOX5 OPRM1 ORAI1 ORAI2 ORAI3 OTOP1 OTOP2 OTOP3 P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX6 P2RX7 PANX1 PIEZO1 PIEZO2 PKD1 PKD1L1 PKD1L2 PKD1L3 PKD2 PKD2L1 PKD2L2 PKDREJ PSEN1 RASA3 RYR1 RYR2 RYR3 SCN10A SCN11A SCN1A SCN1B SCN2A SCN2B SCN3A SCN3B SCN4A SCN4B SCN5A SCN7A SCN8A SCN9A SCNN1A SCNN1B SCNN1D SCNN1G SEC61A1 SHROOM2 SLC24A1 SLC24A2 SLC24A3 SLC24A4 SLC24A5 SLC4A11 SLC6A4 SNAP25 STIM2 TMC1 TMC2 TMCO1 TMEM109 TMEM175 TMEM37 TMEM38A TMEM38B TMEM63A TMEM63B TMEM63C TPCN1 TPCN2 TRPA1 TRPC1 TRPC3 TRPC4 TRPC4AP TRPC5 TRPC6 TRPC7 TRPM1 TRPM2 TRPM3 TRPM4 TRPM5 TRPM6 TRPM7 TRPM8 TRPV1 TRPV2 TRPV3 TRPV4 TRPV5 TRPV6 TSPOAP1 UNC80 ZACN GOMF_MONOATOMIC_CATION_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MONOATOMIC_CATION_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ABCC8 ABCC9 ANO1 ANO10 ANO6 ANXA2 ANXA2P2 ANXA6 ANXA9 AQP1 ASIC1 ASIC2 ASIC3 ASIC4 ASIC5 ATP12A ATP13A1 ATP13A2 ATP13A3 ATP13A4 ATP13A5 ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP2A1 ATP2A2 ATP2A3 ATP2B1 ATP2B2 ATP2B3 ATP2B4 ATP2C1 ATP2C2 ATP4A ATP4B ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5F1EP2 ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5MGL ATP5PB ATP5PD ATP5PF ATP5PO ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1C2 ATP6V1D ATP6V1E1 ATP6V1E2 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1G3 ATP6V1H ATP7A ATP7B ATP8A1 BNIP1 CACHD1 CACNA1A CACNA1B CACNA1C CACNA1D CACNA1E CACNA1F CACNA1G CACNA1H CACNA1I CACNA1S CACNA2D1 CACNA2D2 CACNA2D3 CACNA2D4 CACNB1 CACNB2 CACNB3 CACNB4 CACNG1 CACNG2 CACNG3 CACNG4 CACNG5 CACNG6 CACNG7 CACNG8 CALHM1 CALHM2 CALHM3 CALHM4 CALHM5 CALHM6 CATSPER1 CATSPER2 CATSPER3 CATSPER4 CCDC51 CCT8L2 CHP1 CHRFAM7A CHRNA1 CHRNA10 CHRNA2 CHRNA3 CHRNA4 CHRNA5 CHRNA6 CHRNA7 CHRNA9 CHRNB1 CHRNB2 CHRNB3 CHRNB4 CHRND CHRNE CHRNG CLCA3P CLDN16 CNGA1 CNGA2 CNGA3 CNGA4 CNGB1 CNGB3 CNNM2 CNNM4 COX15 COX4I1 COX4I2 COX5A COX5B COX6B1 COX7A1 COX7A2L COX7B COX8A CTNS CUL5 CYB5A CYC1 DMAC2L FKBP1B FXYD4 GHITM GPM6A GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B HCN1 HCN2 HCN3 HCN4 HTR1B HTR3A HTR3B HTR3C HTR3D HTR3E HVCN1 ITGAV ITPR1 ITPR2 ITPR3 KCNA1 KCNA10 KCNA2 KCNA3 KCNA4 KCNA5 KCNA6 KCNA7 KCNAB1 KCNAB2 KCNAB3 KCNB1 KCNB2 KCNC1 KCNC2 KCNC3 KCNC4 KCND1 KCND2 KCND3 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNF1 KCNG1 KCNG2 KCNG3 KCNG4 KCNH1 KCNH2 KCNH3 KCNH4 KCNH5 KCNH6 KCNH7 KCNH8 KCNIP1 KCNIP2 KCNIP3 KCNIP4 KCNJ1 KCNJ10 KCNJ11 KCNJ12 KCNJ13 KCNJ14 KCNJ15 KCNJ16 KCNJ18 KCNJ2 KCNJ3 KCNJ4 KCNJ5 KCNJ6 KCNJ8 KCNJ9 KCNK1 KCNK10 KCNK12 KCNK13 KCNK15 KCNK16 KCNK17 KCNK18 KCNK2 KCNK3 KCNK4 KCNK5 KCNK6 KCNK7 KCNK9 KCNMA1 KCNMB1 KCNMB2 KCNMB3 KCNMB4 KCNN1 KCNN2 KCNN3 KCNN4 KCNQ1 KCNQ2 KCNQ3 KCNQ4 KCNQ5 KCNS1 KCNS2 KCNS3 KCNT1 KCNT2 KCNU1 KCNV1 KCNV2 LETM1 LRRC26 LRRC38 LRRC52 LRRC55 MAGT1 MCOLN1 MCOLN2 MCOLN3 MCU MFSD2A MMGT1 MRS2 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MTCO2P12 NALCN NALF1 NALF2 NCS1 NIPA1 NIPA2 NIPAL1 NIPAL2 NIPAL3 NIPAL4 NNT NOX5 OPRM1 ORAI1 ORAI2 ORAI3 OTOP1 OTOP2 OTOP3 P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX6 P2RX7 PANX1 PIEZO1 PIEZO2 PKD1 PKD1L1 PKD1L2 PKD1L3 PKD2 PKD2L1 PKD2L2 PKDREJ PSEN1 RASA3 RYR1 RYR2 RYR3 SCN10A SCN11A SCN1A SCN1B SCN2A SCN2B SCN3A SCN3B SCN4A SCN4B SCN5A SCN7A SCN8A SCN9A SCNN1A SCNN1B SCNN1D SCNN1G SEC61A1 SHROOM2 SLC10A1 SLC10A2 SLC10A3 SLC10A4 SLC10A5 SLC10A6 SLC11A1 SLC11A2 SLC12A1 SLC12A2 SLC12A3 SLC12A4 SLC12A5 SLC12A6 SLC12A7 SLC12A8 SLC12A9 SLC13A1 SLC13A2 SLC13A3 SLC13A4 SLC13A5 SLC15A1 SLC15A2 SLC15A3 SLC15A4 SLC16A1 SLC16A3 SLC17A1 SLC17A2 SLC17A3 SLC17A4 SLC17A5 SLC17A6 SLC17A7 SLC17A8 SLC18A1 SLC18A2 SLC18A3 SLC18B1 SLC1A1 SLC1A2 SLC1A3 SLC1A6 SLC1A7 SLC20A1 SLC20A2 SLC22A1 SLC23A1 SLC23A2 SLC24A1 SLC24A2 SLC24A3 SLC24A4 SLC24A5 SLC25A12 SLC25A13 SLC25A14 SLC25A18 SLC25A22 SLC25A27 SLC25A28 SLC25A3 SLC25A37 SLC25A4 SLC25A5 SLC28A1 SLC28A2 SLC28A3 SLC29A1 SLC29A4 SLC2A10 SLC2A13 SLC2A9 SLC30A1 SLC30A10 SLC30A2 SLC30A3 SLC30A4 SLC30A5 SLC30A6 SLC30A7 SLC30A8 SLC30A9 SLC31A1 SLC31A2 SLC32A1 SLC34A1 SLC34A2 SLC34A3 SLC36A1 SLC36A2 SLC36A3 SLC38A1 SLC38A2 SLC38A3 SLC38A4 SLC38A5 SLC38A7 SLC39A1 SLC39A10 SLC39A11 SLC39A12 SLC39A13 SLC39A14 SLC39A2 SLC39A3 SLC39A4 SLC39A5 SLC39A6 SLC39A7 SLC39A8 SLC39A9 SLC3A2 SLC40A1 SLC41A1 SLC41A2 SLC41A3 SLC45A1 SLC45A2 SLC45A3 SLC45A4 SLC46A1 SLC46A3 SLC47A1 SLC47A2 SLC4A10 SLC4A11 SLC4A4 SLC4A5 SLC4A7 SLC4A8 SLC4A9 SLC5A1 SLC5A10 SLC5A11 SLC5A12 SLC5A2 SLC5A3 SLC5A4 SLC5A5 SLC5A6 SLC5A7 SLC5A8 SLC5A9 SLC6A1 SLC6A11 SLC6A12 SLC6A13 SLC6A14 SLC6A15 SLC6A18 SLC6A2 SLC6A20 SLC6A3 SLC6A4 SLC6A5 SLC6A6 SLC6A7 SLC6A8 SLC6A9 SLC8A1 SLC8A2 SLC8A3 SLC8B1 SLC9A1 SLC9A2 SLC9A3 SLC9A4 SLC9A5 SLC9A6 SLC9A7 SLC9A8 SLC9A9 SLC9B1 SLC9B2 SLC9C1 SLC9C2 SNAP25 STIM2 SURF1 TCIRG1 TMC1 TMC2 TMCO1 TMCO3 TMEM109 TMEM165 TMEM175 TMEM37 TMEM38A TMEM38B TMEM63A TMEM63B TMEM63C TPCN1 TPCN2 TRPA1 TRPC1 TRPC3 TRPC4 TRPC4AP TRPC5 TRPC6 TRPC7 TRPM1 TRPM2 TRPM3 TRPM4 TRPM5 TRPM6 TRPM7 TRPM8 TRPV1 TRPV2 TRPV3 TRPV4 TRPV5 TRPV6 TSPOAP1 TTYH1 TUSC3 UCP1 UCP2 UCP3 UNC80 UQCR10 UQCRC1 UQCRFS1 UQCRFS1P1 UQCRH ZACN ZDHHC13 GOMF_MONOATOMIC_ION_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MONOATOMIC_ION_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ABCC8 ABCC9 ANO1 ANO10 ANO2 ANO3 ANO4 ANO5 ANO6 ANO7 ANO8 ANO9 ANXA2 ANXA2P2 ANXA6 ANXA9 APOL1 AQP1 ASIC1 ASIC2 ASIC3 ASIC4 ASIC5 ATP11B ATP12A ATP13A1 ATP13A2 ATP13A3 ATP13A4 ATP13A5 ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP2A1 ATP2A2 ATP2A3 ATP2B1 ATP2B2 ATP2B3 ATP2B4 ATP2C1 ATP2C2 ATP4A ATP4B ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5F1EP2 ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5MGL ATP5PB ATP5PD ATP5PF ATP5PO ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1C2 ATP6V1D ATP6V1E1 ATP6V1E2 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1G3 ATP6V1H ATP7A ATP7B ATP8A1 BEST1 BEST2 BEST3 BEST4 BNIP1 BSND CACHD1 CACNA1A CACNA1B CACNA1C CACNA1D CACNA1E CACNA1F CACNA1G CACNA1H CACNA1I CACNA1S CACNA2D1 CACNA2D2 CACNA2D3 CACNA2D4 CACNB1 CACNB2 CACNB3 CACNB4 CACNG1 CACNG2 CACNG3 CACNG4 CACNG5 CACNG6 CACNG7 CACNG8 CALHM1 CALHM2 CALHM3 CALHM4 CALHM5 CALHM6 CATSPER1 CATSPER2 CATSPER3 CATSPER4 CCDC51 CCT8L2 CFTR CHP1 CHRFAM7A CHRNA1 CHRNA10 CHRNA2 CHRNA3 CHRNA4 CHRNA5 CHRNA6 CHRNA7 CHRNA9 CHRNB1 CHRNB2 CHRNB3 CHRNB4 CHRND CHRNE CHRNG CLCA1 CLCA2 CLCA3P CLCA4 CLCC1 CLCN1 CLCN2 CLCN3 CLCN4 CLCN5 CLCN6 CLCN7 CLCNKA CLCNKB CLDN16 CLDN17 CLDN4 CLIC1 CLIC2 CLIC3 CLIC4 CLIC5 CLIC6 CNGA1 CNGA2 CNGA3 CNGA4 CNGB1 CNGB3 CNNM2 CNNM4 COX15 COX4I1 COX4I2 COX5A COX5B COX6B1 COX7A1 COX7A2L COX7B COX8A CTNS CUL5 CYB5A CYBB CYC1 DCD DMAC2L FKBP1B FXYD1 FXYD3 FXYD4 GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRB1 GABRB2 GABRB3 GABRD GABRE GABRG1 GABRG2 GABRG3 GABRP GABRQ GABRR1 GABRR2 GABRR3 GHITM GJA1 GJC1 GJD3 GLRA1 GLRA2 GLRA3 GLRB GPM6A GPR89A GPR89B GRIA1 GRIA2 GRIA3 GRIA4 GRID1 GRID2 GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B HCN1 HCN2 HCN3 HCN4 HTR1B HTR3A HTR3B HTR3C HTR3D HTR3E HVCN1 ITGAV ITPR1 ITPR2 ITPR3 KCNA1 KCNA10 KCNA2 KCNA3 KCNA4 KCNA5 KCNA6 KCNA7 KCNAB1 KCNAB2 KCNAB3 KCNB1 KCNB2 KCNC1 KCNC2 KCNC3 KCNC4 KCND1 KCND2 KCND3 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNF1 KCNG1 KCNG2 KCNG3 KCNG4 KCNH1 KCNH2 KCNH3 KCNH4 KCNH5 KCNH6 KCNH7 KCNH8 KCNIP1 KCNIP2 KCNIP3 KCNIP4 KCNJ1 KCNJ10 KCNJ11 KCNJ12 KCNJ13 KCNJ14 KCNJ15 KCNJ16 KCNJ18 KCNJ2 KCNJ3 KCNJ4 KCNJ5 KCNJ6 KCNJ8 KCNJ9 KCNK1 KCNK10 KCNK12 KCNK13 KCNK15 KCNK16 KCNK17 KCNK18 KCNK2 KCNK3 KCNK4 KCNK5 KCNK6 KCNK7 KCNK9 KCNMA1 KCNMB1 KCNMB2 KCNMB3 KCNMB4 KCNN1 KCNN2 KCNN3 KCNN4 KCNQ1 KCNQ2 KCNQ3 KCNQ4 KCNQ5 KCNS1 KCNS2 KCNS3 KCNT1 KCNT2 KCNU1 KCNV1 KCNV2 LASP1 LETM1 LRRC26 LRRC38 LRRC52 LRRC55 LRRC8A LRRC8B LRRC8C LRRC8D LRRC8E MAGT1 MCOLN1 MCOLN2 MCOLN3 MCU MCUB MFSD2A MFSD8 MMGT1 MRS2 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MTCO2P12 NALCN NALF1 NALF2 NCS1 NIPA1 NIPA2 NIPAL1 NIPAL2 NIPAL3 NIPAL4 NMUR2 NNT NOX1 NOX5 OCA2 OPRM1 ORAI1 ORAI2 ORAI3 OTOP1 OTOP2 OTOP3 P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX6 P2RX7 PACC1 PANX1 PIEZO1 PIEZO2 PKD1 PKD1L1 PKD1L2 PKD1L3 PKD2 PKD2L1 PKD2L2 PKDREJ PLP2 PSEN1 PTK2B RASA3 RYR1 RYR2 RYR3 S100A6 SCN10A SCN11A SCN1A SCN1B SCN2A SCN2B SCN3A SCN3B SCN4A SCN4B SCN5A SCN7A SCN8A SCN9A SCNN1A SCNN1B SCNN1D SCNN1G SEC61A1 SFXN1 SFXN2 SFXN3 SFXN4 SFXN5 SHROOM2 SLC10A1 SLC10A2 SLC10A3 SLC10A4 SLC10A5 SLC10A6 SLC11A1 SLC11A2 SLC12A1 SLC12A2 SLC12A3 SLC12A4 SLC12A5 SLC12A6 SLC12A7 SLC12A8 SLC12A9 SLC13A1 SLC13A2 SLC13A3 SLC13A4 SLC13A5 SLC15A1 SLC15A2 SLC15A3 SLC15A4 SLC16A1 SLC16A3 SLC17A1 SLC17A2 SLC17A3 SLC17A4 SLC17A5 SLC17A6 SLC17A7 SLC17A8 SLC18A1 SLC18A2 SLC18A3 SLC18B1 SLC19A1 SLC1A1 SLC1A2 SLC1A3 SLC1A4 SLC1A6 SLC1A7 SLC20A1 SLC20A2 SLC22A1 SLC23A1 SLC23A2 SLC24A1 SLC24A2 SLC24A3 SLC24A4 SLC24A5 SLC25A12 SLC25A13 SLC25A14 SLC25A18 SLC25A22 SLC25A27 SLC25A28 SLC25A3 SLC25A37 SLC25A4 SLC25A5 SLC26A1 SLC26A10P SLC26A11 SLC26A2 SLC26A3 SLC26A4 SLC26A5 SLC26A6 SLC26A7 SLC26A8 SLC26A9 SLC28A1 SLC28A2 SLC28A3 SLC29A1 SLC29A4 SLC2A10 SLC2A13 SLC2A9 SLC30A1 SLC30A10 SLC30A2 SLC30A3 SLC30A4 SLC30A5 SLC30A6 SLC30A7 SLC30A8 SLC30A9 SLC31A1 SLC31A2 SLC32A1 SLC34A1 SLC34A2 SLC34A3 SLC36A1 SLC36A2 SLC36A3 SLC38A1 SLC38A2 SLC38A3 SLC38A4 SLC38A5 SLC38A7 SLC39A1 SLC39A10 SLC39A11 SLC39A12 SLC39A13 SLC39A14 SLC39A2 SLC39A3 SLC39A4 SLC39A5 SLC39A6 SLC39A7 SLC39A8 SLC39A9 SLC3A2 SLC40A1 SLC41A1 SLC41A2 SLC41A3 SLC45A1 SLC45A2 SLC45A3 SLC45A4 SLC46A1 SLC46A3 SLC47A1 SLC47A2 SLC4A1 SLC4A10 SLC4A11 SLC4A2 SLC4A3 SLC4A4 SLC4A5 SLC4A7 SLC4A8 SLC4A9 SLC5A1 SLC5A10 SLC5A11 SLC5A12 SLC5A2 SLC5A3 SLC5A4 SLC5A5 SLC5A6 SLC5A7 SLC5A8 SLC5A9 SLC6A1 SLC6A11 SLC6A12 SLC6A13 SLC6A14 SLC6A15 SLC6A18 SLC6A2 SLC6A20 SLC6A3 SLC6A4 SLC6A5 SLC6A6 SLC6A7 SLC6A8 SLC6A9 SLC8A1 SLC8A2 SLC8A3 SLC8B1 SLC9A1 SLC9A2 SLC9A3 SLC9A4 SLC9A5 SLC9A6 SLC9A7 SLC9A8 SLC9A9 SLC9B1 SLC9B2 SLC9C1 SLC9C2 SNAP25 STIM2 SURF1 TCIRG1 TMC1 TMC2 TMC3 TMC4 TMC5 TMC6 TMC7 TMC8 TMCO1 TMCO3 TMEM109 TMEM120A TMEM120B TMEM150C TMEM165 TMEM175 TMEM37 TMEM38A TMEM38B TMEM63A TMEM63B TMEM63C TPCN1 TPCN2 TRPA1 TRPC1 TRPC3 TRPC4 TRPC4AP TRPC5 TRPC6 TRPC7 TRPM1 TRPM2 TRPM3 TRPM4 TRPM5 TRPM6 TRPM7 TRPM8 TRPV1 TRPV2 TRPV3 TRPV4 TRPV5 TRPV6 TSPOAP1 TTYH1 TTYH2 TTYH3 TUSC3 UCP1 UCP2 UCP3 UNC80 UQCR10 UQCRC1 UQCRFS1 UQCRFS1P1 UQCRH VDAC1 VDAC2 VDAC3 ZACN ZDHHC13 GOMF_MONOCARBOXYLATE_SODIUM_SYMPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MONOCARBOXYLATE_SODIUM_SYMPORTER_ACTIVITY SLC10A1 SLC10A2 SLC10A3 SLC10A4 SLC10A5 SLC10A6 SLC5A12 SLC5A6 SLC5A8 SLC6A1 SLC6A11 SLC6A12 SLC6A13 SLC6A6 SLC6A8 GOMF_MONOCARBOXYLIC_ACID_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MONOCARBOXYLIC_ACID_BINDING ACACB ACOX1 ACOX2 ACOX3 ACOXL ADH5 AKR1C1 AKR1C2 AKR1C3 AKR1C4 ALB ALOX5AP APOC1 CD36 CRABP1 CRABP2 CYP26A1 CYP26B1 CYP26C1 CYP27C1 CYP2W1 CYP4F11 DBT FABP1 FABP12 FABP2 FABP3 FABP4 FABP5 FABP5P3 FABP6 FABP7 FABP9 FFAR4 GPR31 GSTA1 GSTM2 GSTP1 HLCS HNF4A ID3 IGF2R LCN12 LRAT MCCC1 NAPEPLD NDUFAB1 NR1H4 NR2F2 OXER1 PC PCCA PLA2G1B PMP2 PPARD PPARG PRR7 PSAP PTGDS PYGL RARA RBP1 RBP2 RBP5 RBP7 RXRA S100A8 S100A9 SCP2 SERPINA5 SNCA STX3 TMEM175 UCP1 UGT1A1 UGT1A10 UGT1A3 UGT1A4 UGT1A6 UGT1A7 UGT1A8 UGT1A9 UGT2B15 UGT2B17 UGT2B4 UGT2B7 VDR GOMF_MONOCARBOXYLIC_ACID_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MONOCARBOXYLIC_ACID_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ABCB11 ABCC11 ABCC3 ABCC4 ABCG2 AKR1C4 CD36 CEACAM1 MFSD2A MPC1 MPC1L MPC2 NHERF1 SLC10A1 SLC10A2 SLC10A3 SLC10A4 SLC10A5 SLC10A6 SLC10A7 SLC16A1 SLC16A10 SLC16A11 SLC16A12 SLC16A13 SLC16A14 SLC16A2 SLC16A3 SLC16A4 SLC16A5 SLC16A6 SLC16A7 SLC16A8 SLC16A9 SLC1A4 SLC22A13 SLC22A9 SLC26A6 SLC27A1 SLC27A2 SLC27A4 SLC27A5 SLC27A6 SLC32A1 SLC43A3 SLC51A SLC51B SLC5A12 SLC5A6 SLC5A8 SLC6A1 SLC6A11 SLC6A12 SLC6A13 SLC6A6 SLC6A8 SLC7A14 SLCO1A2 SLCO1B1 SLCO1B3 SLCO1C1 TSPO2 GOMF_MONOOXYGENASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MONOOXYGENASE_ACTIVITY AGMO AKR1C1 AKR1C2 AKR1C3 AKR1C4 AKR1D1 CH25H CMAHP COQ6 COQ7 CYP11A1 CYP11B1 CYP11B2 CYP17A1 CYP19A1 CYP1A1 CYP1A2 CYP1B1 CYP20A1 CYP21A2 CYP24A1 CYP26A1 CYP26B1 CYP26C1 CYP27A1 CYP27B1 CYP27C1 CYP2A13 CYP2A6 CYP2A7 CYP2B6 CYP2C18 CYP2C19 CYP2C8 CYP2C9 CYP2D6 CYP2D7 CYP2E1 CYP2F1 CYP2G1P CYP2J2 CYP2R1 CYP2S1 CYP2U1 CYP2W1 CYP39A1 CYP3A4 CYP3A43 CYP3A5 CYP3A7 CYP46A1 CYP4A11 CYP4A22 CYP4B1 CYP4F11 CYP4F12 CYP4F2 CYP4F22 CYP4F3 CYP4F8 CYP4V2 CYP4X1 CYP4Z1 CYP4Z2P CYP51A1 CYP7A1 CYP7B1 CYP8B1 DBH DOHH FAXDC2 FMO1 FMO2 FMO3 FMO4 FMO5 FOXRED2 HMOX1 HMOX2 JMJD7 KMO MICAL1 MICAL2 MICAL3 MIOX MOXD1 MOXD2P MSMO1 NLRP11 NOS1 NOS2 NOS3 PAH PAM PCBD1 PCBD2 PTGIS SQLE TBXAS1 TH TPH1 TPH2 TYR TYRP1 GOMF_MONOSACCHARIDE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MONOSACCHARIDE_BINDING ACR ALDOA ALDOB ALKBH3 ALPK1 ASGR1 ASGR2 BSG CD207 CD209 CLEC10A CLEC17A CLEC4A CLEC4D CLEC4G CLEC4M CLEC6A CLN5 COLEC10 COLEC11 COLEC12 DBH DPM1 EGLN1 EGLN2 EGLN3 ENG FBP1 FUOM G6PD GALK1 GCK GNPNAT1 GPI GYS1 HK1 HK2 HK3 HKDC1 IGF2R LGALS9 LMAN1 LMAN1L LMAN2 LMAN2L MANBA MBL2 MRC1 OGFOD1 OGFOD2 OGFOD3 P3H1 P3H2 P3H3 P4HA1 P4HA2 P4HA3 P4HTM PAM PFKL PFKM PFKP PHYH PKLR PLOD1 PLOD2 PLOD3 PYGL RPIA SELP SLC2A3 SLC2A5 SLC2A8 TALDO1 UGP2 GOMF_MORPHOGEN_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MORPHOGEN_ACTIVITY CER1 DAND5 GREM1 MICOS10-NBL1 NBL1 NODAL SHH WNT1 GOMF_MRF_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MRF_BINDING BHLHE40 BHLHE41 CREBBP KDM1A KLF5 GOMF_MRNA_3_UTR_AU_RICH_REGION_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MRNA_3_UTR_AU_RICH_REGION_BINDING AGO2 APOBEC1 CPEB1 CPEB2 CPEB3 CPSF1 DHX36 ELAVL1 ELAVL3 ELAVL4 EXOSC4 EXOSC8 EXOSC9 FXR1 HNRNPA0 HNRNPD ILF3 KHSRP MEX3D NUDT21 RBM24 RBMS3 TIA1 TIAL1 ZC3H12A ZFP36 ZFP36L1 ZFP36L2 GOMF_MRNA_3_UTR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MRNA_3_UTR_BINDING AGO2 ANGEL2 APOBEC1 AUH BOLL CARHSP1 CCT5 CELF1 CELF2 CIRBP CPEB1 CPEB2 CPEB3 CPEB4 CPSF1 CRYZ CSDC2 DAZ1 DAZ2 DAZ3 DAZ4 DAZAP1 DAZL DDX17 DDX5 DHX36 DND1 ELAVL1 ELAVL2 ELAVL3 ELAVL4 EXOSC4 EXOSC8 EXOSC9 FMR1 FUS FXR1 FXR2 GEMIN5 HNRNPA0 HNRNPA1 HNRNPA1L2 HNRNPA1L3 HNRNPA2B1 HNRNPA3 HNRNPC HNRNPD HNRNPR HNRNPU IGF2BP1 IGF2BP2 IGF2BP3 ILF3 KHSRP LARP1 LARP4 LARP4B LRPPRC MEX3D MIR1-1 MIR100 MIR101-1 MIR103A1 MIR105-1 MIR106A MIR106B MIR10A MIR10B MIR1246 MIR125A MIR125B1 MIR126 MIR127 MIR1271 MIR128-1 MIR129-1 MIR1298 MIR130A MIR130B MIR133A1 MIR133B MIR134 MIR135B MIR137 MIR138-1 MIR139 MIR140 MIR141 MIR142 MIR143 MIR144 MIR145 MIR146A MIR147A MIR148B MIR151A MIR152 MIR153-1 MIR155 MIR15A MIR15B MIR16-1 MIR17 MIR181A2 MIR181B1 MIR183 MIR185 MIR186 MIR1908 MIR192 MIR193A MIR193B MIR195 MIR198 MIR199A1 MIR19A MIR200B MIR200C MIR204 MIR205 MIR206 MIR208A MIR208B MIR20A MIR20B MIR21 MIR210 MIR212 MIR214 MIR219A1 MIR223 MIR224 MIR23A MIR24-1 MIR26A1 MIR27A MIR27B MIR28 MIR296 MIR298 MIR29A MIR29B1 MIR29C MIR302C MIR30A MIR30D MIR31 MIR3173 MIR323A MIR326 MIR328 MIR335 MIR338 MIR339 MIR33A MIR33B MIR346 MIR34A MIR34B MIR34C MIR361 MIR3619 MIR3661 MIR374A MIR374B MIR379 MIR384 MIR424 MIR429 MIR448 MIR451A MIR455 MIR483 MIR486-1 MIR491 MIR493 MIR495 MIR497 MIR498 MIR499A MIR501 MIR506 MIR508 MIR515-1 MIR519D MIR520C MIR520D MIR543 MIR548D1 MIR551A MIR573 MIR6086 MIR613 MIR644A MIR650 MIR665 MIR675 MIR708 MIR769 MIR873 MIR885 MIR9-1 MIR92A1 MIR92B MIR93 MIR96 MIR98 MIR99B MIRLET7I NOVA1 NUDT21 PABPC1 PABPC1L PABPC1L2A PABPC1L2B PABPC3 PABPC4 PABPC4L PABPC5 PARN PCBP4 PUM1 PUM2 RBFOX1 RBM24 RBM38 RBM4 RBM44 RBM47 RBMS1 RBMS2 RBMS3 RC3H1 RNF20 RNF40 RNPS1 RPL41 RPL5 RPS7 RSL1D1 SECISBP2 SECISBP2L SERBP1 TAF15 TARDBP TIA1 TIAL1 TP53 TUT1 UTP23 YBX3 ZAR1 ZAR1L ZC3H12A ZFP36 ZFP36L1 ZFP36L2 ZNF385A GOMF_MRNA_5_PHOSPHATASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MRNA_5_PHOSPHATASE_ACTIVITY DCP1A DCP1B DCP2 NUDT1 NUDT16 NUDT16L1 NUDT3 NUDT4 NUDT5 NUDT7 RNGTT GOMF_MRNA_5_UTR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MRNA_5_UTR_BINDING CCT5 DDX3X DHX36 FMR1 GNL3 IGF2BP1 IGF2BP2 IGF2BP3 LARP1 LARP6 MYH10 NCL RARA RPL26 RPL41 RPL5 RPS13 RPS14 RPS3A RPS7 RSL1D1 SHMT1 SHMT2 SYNCRIP UTP23 GOMF_MRNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MRNA_BINDING A1CF ACO1 ADARB1 AGO2 ALYREF ANGEL2 APOBEC1 AQR ARC ATXN2 ATXN2L AUH BOLL C1QBP CALR CAPRIN1 CARHSP1 CASC3 CCT5 CDC40 CELF1 CELF2 CELF3 CELF4 CELF5 CELF6 CHTOP CIRBP CLUH CNBP CPEB1 CPEB2 CPEB3 CPEB4 CPSF1 CPSF6 CPSF7 CRYZ CSDC2 CSTF2 CSTF2T CSTF3 DAZ1 DAZ2 DAZ3 DAZ4 DAZAP1 DAZL DCP1A DCP1B DDX17 DDX3X DDX5 DDX6 DENR DHFR DHFR2 DHFRP1 DHX33 DHX36 DHX9 DND1 DPPA5 DXO EDC3 EEFSEC EIF2A EIF2S2 EIF3A EIF3D EIF4A1 EIF4A3 EIF4ENIF1 EIF4G1 EIF4G2 EIF4G3 ELAVL1 ELAVL2 ELAVL3 ELAVL4 ESRP1 ESRP2 ETF1 EXOSC4 EXOSC8 EXOSC9 FECH FMR1 FUBP1 FUBP3 FUS FXR1 FXR2 FYTTD1 G3BP1 G3BP2 GEMIN5 GNL3 GRSF1 HDLBP HNRNPA0 HNRNPA1 HNRNPA1L2 HNRNPA1L3 HNRNPA2B1 HNRNPA3 HNRNPAB HNRNPC HNRNPD HNRNPK HNRNPL HNRNPLL HNRNPM HNRNPR HNRNPU HSP90AA1 HYDIN2 IGF2BP1 IGF2BP2 IGF2BP3 ILF3 IREB2 JRK KHDRBS1 KHDRBS2 KHDRBS3 KHNYN KHSRP LARP1 LARP4 LARP4B LARP6 LARP7 LIN28A LIN28B LINC01145 LINC01783 LINC02591 LOC112267871 LRPPRC LSM1 LSM14A LSM14B LUC7L LUC7L2 LUC7L3 MBD2 MECP2 METTL14 METTL3 MEX3D MIR1-1 MIR100 MIR101-1 MIR103A1 MIR103B1 MIR105-1 MIR106A MIR106B MIR107 MIR10A MIR10B MIR1207 MIR1224 MIR1246 MIR125A MIR125B1 MIR126 MIR127 MIR1271 MIR1277 MIR128-1 MIR129-1 MIR1298 MIR130A MIR130B MIR132 MIR133A1 MIR133B MIR134 MIR135A1 MIR135B MIR136 MIR137 MIR138-1 MIR139 MIR140 MIR141 MIR142 MIR143 MIR144 MIR145 MIR146A MIR146B MIR147A MIR148A MIR148B MIR149 MIR150 MIR151A MIR152 MIR153-1 MIR154 MIR155 MIR15A MIR15B MIR16-1 MIR17 MIR181A2 MIR181B1 MIR181C MIR181D MIR182 MIR183 MIR185 MIR186 MIR187 MIR188 MIR18A MIR18B MIR1908 MIR190B MIR191 MIR192 MIR193A MIR193B MIR194-1 MIR195 MIR196A1 MIR198 MIR199A1 MIR199B MIR19A MIR19B1 MIR200A MIR200B MIR200C MIR203A MIR204 MIR205 MIR206 MIR208A MIR208B MIR20A MIR20B MIR21 MIR210 MIR212 MIR214 MIR215 MIR217 MIR218-1 MIR219A1 MIR22 MIR221 MIR222 MIR223 MIR224 MIR2355 MIR23A MIR24-1 MIR25 MIR26A1 MIR26B MIR27A MIR27B MIR28 MIR296 MIR298 MIR299 MIR29A MIR29B1 MIR29C MIR301A MIR301B MIR302A MIR302C MIR302D MIR302E MIR30A MIR30B MIR30C1 MIR30C2 MIR30D MIR30E MIR31 MIR3148 MIR3173 MIR32 MIR320A MIR323A MIR326 MIR328 MIR329-1 MIR330 MIR335 MIR338 MIR339 MIR33A MIR33B MIR342 MIR345 MIR346 MIR34A MIR34B MIR34C MIR361 MIR3619 MIR362 MIR363 MIR365A MIR3661 MIR371A MIR372 MIR373 MIR374A MIR374B MIR378A MIR379 MIR383 MIR384 MIR3909 MIR409 MIR410 MIR411 MIR423 MIR424 MIR425 MIR4286 MIR429 MIR448 MIR449A MIR451A MIR455 MIR4632 MIR4686 MIR483 MIR485 MIR486-1 MIR487B MIR488 MIR490 MIR491 MIR492 MIR493 MIR494 MIR495 MIR497 MIR498 MIR499A MIR501 MIR503 MIR505 MIR506 MIR508 MIR509-1 MIR511 MIR514A1 MIR515-1 MIR517A MIR517C MIR518A1 MIR518B MIR518C MIR519B MIR519D MIR519E MIR520A MIR520B MIR520C MIR520D MIR520E MIR520H MIR526A1 MIR543 MIR548C MIR548D1 MIR548P MIR551A MIR552 MIR5588 MIR562 MIR564 MIR572 MIR573 MIR582 MIR588 MIR590 MIR608 MIR6086 MIR613 MIR625 MIR638 MIR639 MIR640 MIR644A MIR650 MIR654 MIR655 MIR657 MIR659 MIR661 MIR663A MIR665 MIR675 MIR6869 MIR708 MIR758 MIR767 MIR769 MIR873 MIR876 MIR877 MIR885 MIR892B MIR9-1 MIR920 MIR92A1 MIR92B MIR93 MIR935 MIR939 MIR96 MIR98 MIR99A MIR99B MIRLET7A1 MIRLET7B MIRLET7C MIRLET7E MIRLET7F1 MIRLET7G MIRLET7I MRPL12 MRPL13 MRPS7 MSI1 MSI2 MT-TS1 MYEF2 MYH10 N4BP1 NANOS1 NANOS2 NANOS3 NCBP1 NCBP2 NCBP3 NCL NELFE NKAP NOCT NOVA1 NOVA2 NSRP1 NUDT16 NUDT21 NUP98 NXF1 NYNRIN PABPC1 PABPC1L PABPC1L2A PABPC1L2B PABPC3 PABPC4 PABPC4L PABPC5 PAIP2 PARK7 PARN PCBP1 PCBP2 PCBP3 PCBP4 PCF11 PEG10 PIWIL1 PIWIL2 PKM POLDIP3 PPIE PPP1R8 PTBP1 PTBP2 PTBP3 PUM1 PUM2 PUM3 PURB QKI RARA RBFOX1 RBFOX2 RBFOX3 RBM15 RBM15B RBM20 RBM24 RBM25 RBM38 RBM4 RBM42 RBM44 RBM46 RBM47 RBM5 RBM8A RBMS1 RBMS2 RBMS3 RBMX RBMXL2 RBMXL3 RBMY1A1 RBPMS RBPMS2 RC3H1 RC3H2 RIDA RNF20 RNF40 RNPS1 RPL13A RPL24 RPL26 RPL35 RPL41 RPL5 RPL7 RPS13 RPS14 RPS2 RPS26 RPS3 RPS3A RPS5 RPS7 RSL1D1 SAMD4A SAMD4B SCAF8 SECISBP2 SECISBP2L SERBP1 SF1 SF3B1 SF3B6 SHFL SHMT1 SHMT2 SLBP SLC4A1AP SLPI SNIP1 SNRNP35 SNRNP70 SNRPC SPEN SRBD1 SRRM2 SRRM3 SRRM4 SRSF1 SRSF4 SRSF7 SSB STAU1 STAU2 STRAP SUPT5H SYNCRIP TACO1 TAF15 TARDBP TDRD7 TEX13A TEX13B TEX13C TEX13D THOC2 THOC5 TIA1 TIAL1 TP53 TPR TRA2B TSN TUT1 TYMS UNK UPF3A UPF3B UTP23 XPO5 YBX3 YTHDC1 YTHDF1 YTHDF2 YTHDF3 ZAR1 ZAR1L ZC3H12A ZC3H12B ZC3H12C ZC3H12D ZCCHC13 ZFP36 ZFP36L1 ZFP36L2 ZNF385A ZNF638 GOMF_MRNA_METHYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MRNA_METHYLTRANSFERASE_ACTIVITY CMTR1 CMTR2 METTL14 METTL16 METTL3 METTL7A METTL8 NSUN2 PCIF1 RNMT TRMT10C TRMT61A TRMT61B GOMF_MRNA_REGULATORY_ELEMENT_BINDING_TRANSLATION_REPRESSOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MRNA_REGULATORY_ELEMENT_BINDING_TRANSLATION_REPRESSOR_ACTIVITY CELF1 CELF4 CPEB1 CPEB2 CPEB3 CPEB4 DHFR DHFRP1 PAIP2 PAIP2B PURA RARA SHMT1 SHMT2 TYMS ZNF540 GOMF_MUSCLE_ALPHA_ACTININ_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MUSCLE_ALPHA_ACTININ_BINDING LDB3 MYPN NRAP PALLD PDLIM1 PDLIM2 PDLIM3 PDLIM4 PDLIM5 PDLIM7 PKD2 PKD2L1 PRICKLE4 SYNPO2 TTN GOMF_MUTLALPHA_COMPLEX_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MUTLALPHA_COMPLEX_BINDING ATR MSH2 MSH6 MUTYH PCNA TREX1 WRN GOMF_MUTSALPHA_COMPLEX_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MUTSALPHA_COMPLEX_BINDING ATR MCM8 MCM9 MLH1 MUTYH PMS2 TREX1 GOMF_MYOSIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MYOSIN_BINDING ACTA1 ACTC1 ARFGEF1 ARFGEF2 AXL CALD1 CNGA3 CORO1A CXCR4 DMD GCSAM GIPC1 GRIA1 GSN HAP1 IQGAP3 KIRREL1 LARP6 LIMCH1 LLGL1 LLGL2 LMTK2 MLPH MYBPC1 MYBPC3 MYH8 MYL12B MYL2 MYL3 MYL4 MYL9 MYLK2 MYO19 MYOC MYRIP NHERF1 NKD2 NPC1L1 NPHS1 PDLIM2 PYCARD RAB10 RAB11A RAB11B RAB14 RAB25 RAB27A RAB27B RAB39B RAB3A RAB3B RAB3C RAB3D RAB6A RAB6B RAB8A RALA RHOA SHROOM1 SHROOM4 SNAP25 SPATA6 SPATA6L SPTBN5 STXBP5 STXBP5L TOM1 TRAK1 TRAK2 TRIM32 TRIOBP TRPM7 USH2A VEZT GOMF_MYOSIN_HEAVY_CHAIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MYOSIN_HEAVY_CHAIN_BINDING AXL CORO1A LIMCH1 MYBPC3 MYL12B MYL2 MYL3 MYL4 MYL9 NKD2 PDLIM2 SPTBN5 GOMF_MYOSIN_II_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MYOSIN_II_BINDING GCSAM GSN LIMCH1 LLGL1 LLGL2 MYL3 MYL4 NHERF1 SHROOM1 SHROOM4 STXBP5 STXBP5L TRIOBP GOMF_MYOSIN_LIGHT_CHAIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MYOSIN_LIGHT_CHAIN_BINDING CXCR4 IQGAP3 MYH8 MYLK2 MYO19 MYOC SPATA6 SPATA6L GOMF_MYOSIN_PHOSPHATASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MYOSIN_PHOSPHATASE_ACTIVITY CDC14A CDC14B CDC14C CDKN3 CPPED1 CTDNEP1 CTDP1 CTDSP1 CTDSP2 CTDSPL DUSP1 DUSP10 DUSP12 DUSP13 DUSP14 DUSP15 DUSP16 DUSP18 DUSP19 DUSP2 DUSP21 DUSP22 DUSP23 DUSP26 DUSP28 DUSP29 DUSP3 DUSP4 DUSP5 DUSP6 DUSP7 DUSP8 DUSP9 EYA1 ILKAP MYH3 MYH6 MYH8 PDXP PGAM5 PHLPP1 PHLPP2 PPEF1 PPEF2 PPM1A PPM1B PPM1D PPM1E PPM1F PPM1G PPM1H PPM1J PPM1K PPM1L PPM1M PPM1N PPP1CA PPP1CB PPP1CC PPP2CA PPP2CB PPP3CA PPP3CB PPP3CC PPP4C PPP5C PPP6C PPTC7 PTEN PTPMT1 RPAP2 SSH1 SSH2 SSH3 SSU72 SSU72L1 SSU72L2 SSU72L3 SSU72L4 SSU72L5 SSU72L6 UBLCP1 GOMF_MYOSIN_V_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MYOSIN_V_BINDING GRIA1 NPC1L1 RAB10 RAB11A RAB11B RAB14 RAB25 RAB27A RAB27B RAB39B RAB3A RAB3B RAB3C RAB3D RAB6A RAB6B RAB8A GOMF_MYRISTOYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_MYRISTOYLTRANSFERASE_ACTIVITY ACAA1 HADHB NMT1 NMT2 SCP2 ZDHHC15 ZDHHC17 ZDHHC2 ZDHHC20 ZDHHC3 ZDHHC7 GOMF_N6_METHYLADENOSINE_CONTAINING_RNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_N6_METHYLADENOSINE_CONTAINING_RNA_BINDING FMR1 HNRNPA2B1 HNRNPC IGF2BP1 IGF2BP2 IGF2BP3 YTHDC1 YTHDC2 YTHDF1 YTHDF2 YTHDF3 GOMF_NAADP_SENSITIVE_CALCIUM_RELEASE_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NAADP_SENSITIVE_CALCIUM_RELEASE_CHANNEL_ACTIVITY MCOLN1 MCOLN2 MCOLN3 TPCN1 TPCN2 GOMF_NADPH_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NADPH_BINDING CBR3 CBR4 CRYZ DECR1 DHFR DHFRP1 DUS2 GRHPR HMGCR KCNAB1 LBR MTRR NDOR1 QDPR SRD5A1 TP53I3 GOMF_NADPLUS_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NADPLUS_BINDING ALDH1A3 CRYL1 EHHADH GLUD1 HADH HADHA HPGD PARP15 PARP9 SIRT1 SIRT2 SIRT3 SIRT4 SIRT5 SIRT6 SIRT7 UXS1 ZC3HAV1 GOMF_NADPLUS_NUCLEOSIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NADPLUS_NUCLEOSIDASE_ACTIVITY BST1 CD38 IL18R1 IL18RAP IL1R1 IL1RAP IL1RAPL1 IL1RAPL2 IL1RL1 IL1RL2 SARM1 TLR1 TLR10 TLR2 TLR4 TLR6 GOMF_NADPLUS_PROTEIN_ADP_RIBOSYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NADPLUS_PROTEIN_ADP_RIBOSYLTRANSFERASE_ACTIVITY ARF4 ART1 ART3 ART4 ART5 PARP1 PARP10 PARP11 PARP12 PARP14 PARP15 PARP16 PARP2 PARP3 PARP4 PARP6 PARP8 PARP9 SIRT1 SIRT2 SIRT3 SIRT4 SIRT5 SIRT6 TIPARP TNKS TNKS2 ZC3HAV1 GOMF_NADPLUS_PROTEIN_ARGININE_ADP_RIBOSYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NADPLUS_PROTEIN_ARGININE_ADP_RIBOSYLTRANSFERASE_ACTIVITY ARF4 ART1 ART3 ART4 ART5 SIRT6 GOMF_NADPLUS_PROTEIN_ASPARTATE_ADP_RIBOSYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NADPLUS_PROTEIN_ASPARTATE_ADP_RIBOSYLTRANSFERASE_ACTIVITY PARP1 PARP16 PARP2 PARP3 PARP6 GOMF_NADPLUS_PROTEIN_CYSTEINE_ADP_RIBOSYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NADPLUS_PROTEIN_CYSTEINE_ADP_RIBOSYLTRANSFERASE_ACTIVITY PARP11 PARP12 PARP6 PARP8 SIRT4 TIPARP GOMF_NADPLUS_PROTEIN_LYSINE_ADP_RIBOSYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NADPLUS_PROTEIN_LYSINE_ADP_RIBOSYLTRANSFERASE_ACTIVITY PARP10 PARP11 PARP16 PARP3 SIRT6 GOMF_NADP_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NADP_BINDING ASPDH CAT CBR3 CBR4 CRYM CRYZ CRYZL1 DECR1 DHCR7 DHFR DHFR2 DHFRP1 DPYD DUOX1 DUS2 FMO1 FMO2 FMO3 FMO4 FMO5 G6PD GAPDH GAPDHS GLYR1 GMDS GRHPR GSR H6PD HIBADH HMGCR HSD11B1 HSD17B1 IDH1 KCNAB1 LBR ME1 ME3 MTHFR MTRR NDOR1 NNT NOS1 NOS2 NOS3 NOX1 NOX5 PGD POR QDPR SPR SRD5A1 TM7SF2 TP53I3 GOMF_NADP_RETINOL_DEHYDROGENASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NADP_RETINOL_DEHYDROGENASE_ACTIVITY AKR1B1 AKR1B10 AKR1B15 AKR1C3 DHRS3 DHRS4 DHRS7 RDH10 RDH11 RDH12 RDH13 RDH14 RDH8 GOMF_NAD_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NAD_BINDING ADH4 ALDH1A1 ALDH1A3 ALDH1B1 ALDH2 AOX1 BDH2 CRYL1 CRYZ CTBP1 CTBP2 CYB5R3 EHHADH GAPDH GAPDHS GLUD1 GLYR1 GPD1 GPD1L GRHPR HADH HADHA HIBADH HPGD HSD11B2 HSD17B8 IDH1 IDH2 IDH3A IDH3B IDH3G LDHB ME1 ME2 ME3 NDUFS2 NDUFV1 NNT NUDT6 PARP1 PARP15 PARP9 PHGDH QDPR RNLS SIRT1 SIRT2 SIRT3 SIRT4 SIRT5 SIRT6 SIRT7 SORD UGDH UXS1 ZC3HAV1 GOMF_NAD_DEPENDENT_HISTONE_DEACETYLASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NAD_DEPENDENT_HISTONE_DEACETYLASE_ACTIVITY SIRT1 SIRT2 SIRT3 SIRT6 SIRT7 GOMF_NAD_DEPENDENT_PROTEIN_DEACETYLASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NAD_DEPENDENT_PROTEIN_DEACETYLASE_ACTIVITY SIRT1 SIRT2 SIRT3 SIRT4 SIRT5 SIRT6 SIRT7 GOMF_NAD_P_H_DEHYDROGENASE_QUINONE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NAD_P_H_DEHYDROGENASE_QUINONE_ACTIVITY CBR3 CBR4 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 NDUFA1 NDUFA10 NDUFA12 NDUFA2 NDUFA3 NDUFA4 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFB1 NDUFB10 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 NQO1 NQO2 GOMF_NAD_P_H_OXIDASE_H2O2_FORMING_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NAD_P_H_OXIDASE_H2O2_FORMING_ACTIVITY AIFM1 CYB5R4 DUOX1 DUOX2 FMO5 KMO MICAL1 MICAL2 NOX4 GOMF_NAD_RETINOL_DEHYDROGENASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NAD_RETINOL_DEHYDROGENASE_ACTIVITY ADH1A ADH1B ADH1C ADH4 ADH6 ADH7 AKR1A1 AKR1C3 DHRS3 DHRS7C DHRS9 HSD17B13 HSD17B6 RDH10 RDH11 RDH12 RDH16 RDH5 RDH8 SDR16C5 SDR9C7 GOMF_NAD_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NAD_TRANSMEMBRANE_TRANSPORTER_ACTIVITY SLC25A17 SLC25A47 SLC25A51 SLC25A52 SLC25A53 GOMF_NARROW_PORE_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NARROW_PORE_CHANNEL_ACTIVITY KCNK1 KCNK10 KCNK12 KCNK13 KCNK15 KCNK16 KCNK17 KCNK18 KCNK2 KCNK3 KCNK4 KCNK5 KCNK6 KCNK7 KCNK9 NALCN PANX1 RHAG TMEM175 GOMF_NATURAL_KILLER_CELL_LECTIN_LIKE_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NATURAL_KILLER_CELL_LECTIN_LIKE_RECEPTOR_BINDING HLA-E MICA MICB RAET1E RAET1G ULBP1 ULBP2 ULBP3 GOMF_NEDD8_TRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NEDD8_TRANSFERASE_ACTIVITY AKTIP MDM2 RBX1 RNF7 UBA3 UBE2F UBE2M GOMF_NERVE_GROWTH_FACTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NERVE_GROWTH_FACTOR_BINDING A2M FURIN NGFR NTRK1 PCSK6 SORT1 GOMF_NERVE_GROWTH_FACTOR_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NERVE_GROWTH_FACTOR_RECEPTOR_BINDING BDNF BEX3 NGF NTF3 NTF4 GOMF_NETRIN_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NETRIN_RECEPTOR_ACTIVITY UNC5A UNC5B UNC5C UNC5CL UNC5D GOMF_NEUREGULIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NEUREGULIN_BINDING ERBB3 ITGA6 ITGAV ITGB3 ITGB4 GOMF_NEUREXIN_FAMILY_PROTEIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NEUREXIN_FAMILY_PROTEIN_BINDING CASK CLSTN3 CPE LRRTM2 NLGN1 NLGN2 NLGN3 NLGN4X NLGN4Y SDCBP SYTL1 SYTL2 SYTL3 SYTL4 SYTL5 GOMF_NEUROLIGIN_FAMILY_PROTEIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NEUROLIGIN_FAMILY_PROTEIN_BINDING DLG4 NRXN1 NRXN2 NRXN3 SNTG2 GOMF_NEUROPEPTIDE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NEUROPEPTIDE_ACTIVITY ADCYAP1 AGRP ASIP AVP CALCB CARTPT CCK CORT CRH GAL GHRH GRP HCRT NMB NPFF NPPA NPY NTS OXT PENK PNOC PPY PRLH PYY PYY3 QRFP SPX UCN VGF VIP GOMF_NEUROPEPTIDE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NEUROPEPTIDE_BINDING ADCYAP1R1 CMKLR2 GALR1 GALR2 GPR149 GPR171 GPR37 GRPR MC3R MC4R MCHR1 MRGPRX2 NMUR1 NMUR2 NPBWR1 NPBWR2 NPY1R NPY4R2 NPY5R NPY6R OPRD1 OPRK1 OPRL1 OPRM1 PRLHR PTGDR2 SORL1 SSTR1 SSTR2 SSTR3 SSTR4 SSTR5 GOMF_NEUROPEPTIDE_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NEUROPEPTIDE_RECEPTOR_ACTIVITY BRS3 GAL GALR1 GALR2 GALR3 GPR139 GPR143 GPR151 GPR171 GPR37 GPR83 GRPR HCRTR2 KISS1R MC2R MCHR1 NMBR NMUR1 NMUR2 NPBWR1 NPBWR2 NPFFR1 NPFFR2 NPSR1 NPY1R NPY2R NPY4R2 NPY5R NPY6R NTSR1 NTSR2 OPRM1 PRLHR PROKR1 PROKR2 QRFPR SORCS1 SORCS2 SORCS3 SSTR1 SSTR2 SSTR3 SSTR4 SSTR5 TACR1 TACR2 TACR3 GOMF_NEUROPEPTIDE_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NEUROPEPTIDE_RECEPTOR_BINDING AGRP APELA APLN ASIP CCKBR EDN1 EDN2 EDN3 GAL GHRH GNAO1 GNAS HCRT KISS1 MRAP MRAP2 NMB NMU NPPA NPY NTS PMCH PMCHL2 POMC PPY PRLH PYY PYY3 QRFP SHANK1 TAC1 TAC4 UCN UCN2 UCN3 GOMF_NEUROPEPTIDE_Y_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NEUROPEPTIDE_Y_RECEPTOR_ACTIVITY GPR83 NPY1R NPY2R NPY4R2 NPY5R NPY6R PRLHR PROKR1 PROKR2 QRFPR GOMF_NEUROTRANSMITTER_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NEUROTRANSMITTER_BINDING ACHE CHRFAM7A CHRM3 CHRNA1 CHRNA3 CHRNA4 CHRNA7 CHRNB1 CHRNB2 CHRNB3 CHRND GRIN1 GRIN2D GRIN3A GRIN3B NIPSNAP1 SLC6A11 GOMF_NEUROTRANSMITTER_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NEUROTRANSMITTER_RECEPTOR_ACTIVITY ADRB1 ANXA9 CHRFAM7A CHRM1 CHRM2 CHRM3 CHRM4 CHRM5 CHRNA1 CHRNA10 CHRNA2 CHRNA3 CHRNA4 CHRNA5 CHRNA6 CHRNA7 CHRNA9 CHRNB1 CHRNB2 CHRNB3 CHRNB4 CHRND CHRNE CHRNG DRD1 DRD2 DRD3 DRD4 DRD5 GABBR1 GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRB1 GABRB2 GABRB3 GABRD GABRE GABRG1 GABRG2 GABRG3 GABRP GABRQ GABRR1 GABRR2 GABRR3 GLRA1 GLRA2 GLRA3 GLRB GPR158 GRIA1 GRIA2 GRIA3 GRIA4 GRID1 GRID2 GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B GRM1 GRM5 HRH1 HRH2 HRH3 HRH4 HTR1A HTR1B HTR1D HTR1E HTR1F HTR2A HTR2B HTR2C HTR3A HTR3B HTR3C HTR3D HTR3E HTR4 HTR5A HTR6 HTR7 P2RY11 PTK2B TSPO ZACN GOMF_NEUROTRANSMITTER_RECEPTOR_REGULATOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NEUROTRANSMITTER_RECEPTOR_REGULATOR_ACTIVITY CDK5 FNTA GPIHBP1 LY6E LY6G6D LY6H LYNX1 LYPD1 LYPD6 LYPD6B PATE1 PATE4 SLURP1 SLURP2 SPDYE11 TMEM35A GOMF_NEUROTRANSMITTER_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NEUROTRANSMITTER_TRANSMEMBRANE_TRANSPORTER_ACTIVITY CPLX1 CPLX3 GABRQ SLC17A6 SLC17A7 SLC17A8 SLC18A3 SLC22A1 SLC22A2 SLC22A3 SLC22A4 SLC28A2 SLC29A1 SLC29A2 SLC29A3 SLC29A4 SLC6A15 SLC6A16 SLC6A2 SLC6A3 SLC6A4 GOMF_NEUROTROPHIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NEUROTROPHIN_BINDING A2M FSTL4 FURIN HAP1 NGFR NTRK1 NTRK2 NTRK3 PCSK6 SORT1 GOMF_NEUROTROPHIN_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NEUROTROPHIN_RECEPTOR_ACTIVITY GFRA1 NTRK1 NTRK2 NTRK3 SORT1 GOMF_NEUROTROPHIN_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NEUROTROPHIN_RECEPTOR_BINDING BDNF BEX3 EFNA5 FRS2 GRB2 NGF NTF3 NTF4 NTRK1 PIK3R1 PLCG1 SHC1 GOMF_NEUROTROPHIN_TRK_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NEUROTROPHIN_TRK_RECEPTOR_BINDING EFNA5 FRS2 GRB2 PIK3R1 PLCG1 SHC1 GOMF_NEUTRAL_L_AMINO_ACID_SODIUM_SYMPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NEUTRAL_L_AMINO_ACID_SODIUM_SYMPORTER_ACTIVITY SLC38A1 SLC38A2 SLC38A3 SLC38A4 SLC38A7 SLC6A15 SLC6A5 SLC6A9 GOMF_NEUTRAL_L_AMINO_ACID_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NEUTRAL_L_AMINO_ACID_TRANSMEMBRANE_TRANSPORTER_ACTIVITY MFSD12 SERINC3 SERINC5 SFXN1 SFXN2 SFXN3 SLC1A1 SLC1A2 SLC1A3 SLC1A4 SLC1A5 SLC1A6 SLC1A7 SLC25A12 SLC25A13 SLC25A38 SLC32A1 SLC36A1 SLC36A2 SLC36A3 SLC36A4 SLC38A1 SLC38A2 SLC38A3 SLC38A4 SLC38A5 SLC38A6 SLC38A7 SLC38A9 SLC3A2 SLC43A1 SLC43A2 SLC6A14 SLC6A15 SLC6A18 SLC6A19 SLC6A20 SLC6A5 SLC6A6 SLC6A7 SLC6A9 SLC7A10 SLC7A11 SLC7A5 SLC7A8 SLC7A9 GOMF_NFAT_PROTEIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NFAT_PROTEIN_BINDING FOXP3 GATA4 GATA6 MAPK14 PPARA SPI1 GOMF_NF_KAPPAB_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NF_KAPPAB_BINDING AKAP8 ANKRD42 ANXA4 BCL10 BRMS1 CDK5RAP3 CDKN2A COMMD6 COMMD7 CPNE1 EP300 FAF1 FOXP3 GSK3B HDAC1 HDAC2 HDAC3 HIF1AN MTDH NFKBIA NOTCH2 NPM1 PDCD11 PSMA6 RELA RNF25 SETD6 TAF4B TP53BP2 GOMF_NF_KAPPAB_INDUCING_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NF_KAPPAB_INDUCING_KINASE_ACTIVITY ALK IKBKE IRAK1 MAP3K14 PPP4C RIPK3 GOMF_NITRIC_OXIDE_SYNTHASE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NITRIC_OXIDE_SYNTHASE_BINDING ACTB ATP2B4 CAV1 CAV3 CD74 DMD DNM3 NOS1AP SCN5A SLC6A4 SNTA1 GOMF_NITRIC_OXIDE_SYNTHASE_REGULATOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NITRIC_OXIDE_SYNTHASE_REGULATOR_ACTIVITY AKT1 ATP2B4 EGFR ESR1 HSP90AA1 HSP90AB1 GOMF_NITRITE_REDUCTASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NITRITE_REDUCTASE_ACTIVITY CBS CYB5B CYB5R3 ENSG00000274276 MTARC1 MTARC2 GOMF_NMDA_GLUTAMATE_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NMDA_GLUTAMATE_RECEPTOR_ACTIVITY GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B PTK2B GOMF_NODAL_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NODAL_BINDING ACVR1C CFC1 CFC1B TDGF1 TDGF1P3 WIF1 GOMF_NON_MEMBRANE_SPANNING_PROTEIN_TYROSINE_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NON_MEMBRANE_SPANNING_PROTEIN_TYROSINE_KINASE_ACTIVITY ABL1 ABL2 BAZ1B BLK BMX BTK CLK1 CSK DYRK1A EIF2AK2 FER FES FGR FRK FYN HCK ITK JAK1 JAK2 JAK3 LCK LYN MATK MELK PEAK1 PKDCC PRKCD PTK2 PTK2B PTK6 RIPK2 SRC SRMS STK16 STYK1 SYK TEC TNK1 TNK2 TXK TYK2 WEE1 WEE2 YES1 ZAP70 GOMF_NON_MEMBRANE_SPANNING_PROTEIN_TYROSINE_PHOSPHATASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NON_MEMBRANE_SPANNING_PROTEIN_TYROSINE_PHOSPHATASE_ACTIVITY ACP1 DUSP22 PTPN1 PTPN11 PTPN12 PTPN18 PTPN2 PTPN22 PTPN4 PTPN6 PTPN7 PTPN9 GOMF_NOTCH_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NOTCH_BINDING AAK1 ADAM17 ATRNL1 CCN3 CHAC1 CUL3 DLK2 DLL1 DLL3 DLL4 DNER DTX1 GALNT11 HIF1AN JAG1 JAG2 KCTD10 MEGF10 NCOR2 NOTCH1 NOTCH2NLA NOTCH2NLB NOTCH4 SNED1 SNW1 TCIM GOMF_NUCLEAR_ANDROGEN_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NUCLEAR_ANDROGEN_RECEPTOR_BINDING ARID5A CALR DAXX DDX5 EP300 FOXH1 FOXP1 KDM1A KDM3A KDM4C KDM5D NSD1 PARK7 PKN1 PRKCB PRMT2 RNF14 RNF6 SMARCA4 SNW1 TCF21 TGFB1I1 TMF1 TRIM68 WIPI1 ZBTB7A GOMF_NUCLEAR_ESTROGEN_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NUCLEAR_ESTROGEN_RECEPTOR_BINDING ARID5A CCDC62 CNOT1 CTNNB1 DCAF1 DCAF13 DDX54 DNAAF4 ESR1 FOXL2 ISL1 LATS1 LCOR LEF1 MED1 MMS19 NCOA1 NCOA6 NKX3-1 NRIP1 NSD1 PADI2 PAGR1 PARP1 PCNA PHB2 PPARGC1B PPID PRMT2 RERG SRARP SRC STRN TACC1 TAF10 TRIP4 WBP2 WIPI1 ZNF366 GOMF_NUCLEAR_EXPORT_SIGNAL_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NUCLEAR_EXPORT_SIGNAL_RECEPTOR_ACTIVITY CALR CSE1L EIF4ENIF1 NUP214 NUP42 RAN RANBP17 XPO1 XPO4 XPO5 XPO6 XPO7 GOMF_NUCLEAR_GLUCOCORTICOID_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NUCLEAR_GLUCOCORTICOID_RECEPTOR_BINDING ETS2 FKBP4 FLT3 NCOR2 NR4A1 NR4A2 NR4A3 NRIP1 SMAD3 STAT5B TACC1 YWHAH GOMF_NUCLEAR_IMPORT_SIGNAL_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NUCLEAR_IMPORT_SIGNAL_RECEPTOR_ACTIVITY HIKESHI IPO11 IPO4 IPO5 IPO9 KPNA1 KPNA2 KPNA3 KPNA4 KPNA5 KPNA6 KPNA7 KPNB1 NUTF2 RANBP6 SNUPN TMCO6 TNPO1 TNPO2 TNPO3 GOMF_NUCLEAR_LOCALIZATION_SEQUENCE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NUCLEAR_LOCALIZATION_SEQUENCE_BINDING BRAP CABP1 IPO4 IPO5 KPNA1 KPNA2 KPNA3 KPNA4 KPNA5 KPNA6 KPNA7 KPNB1 NFKBIA NPAP1 NUP153 NUP214 NUP58 NUP98 POM121 POM121B POM121C POM121L2 RANBP6 TNPO1 TNPO2 GOMF_NUCLEAR_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NUCLEAR_RECEPTOR_ACTIVITY AHR AHRR AR ARNT ESR1 ESR2 ESRRA ESRRB ESRRG HNF4A HNF4G NKX3-1 NR1D1 NR1D2 NR1H2 NR1H3 NR1H4 NR1I2 NR1I3 NR2C1 NR2C2 NR2E1 NR2E3 NR2F1 NR2F2 NR2F6 NR3C1 NR3C2 NR4A1 NR4A2 NR4A3 NR5A1 NR5A2 NR6A1 PGR PPARA PPARD PPARG RARA RARB RARG RORA RORB RORC RXRA RXRB RXRG SREBF1 STAT3 THRA THRB VDR GOMF_NUCLEAR_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NUCLEAR_RECEPTOR_BINDING ACTN4 ARID1A ARID5A ASXL1 BAZ2A BCAS3 BRD8 BUD31 C1D CALR CCDC62 CNOT1 CRX CRY1 CRY2 CTBP2 CTNNB1 DAXX DCAF1 DCAF13 DDX5 DDX54 DNAAF4 EP300 ESR1 ETS2 FKBP4 FLT3 FOXH1 FOXL2 FOXP1 GAS2L1 GTF2B GTF2H1 HIF1A HMGA1 HMGN3 ISL1 JMJD1C KDM1A KDM3A KDM4C KDM5D LATS1 LCOR LEF1 LRIF1 MED1 MED12 MED13 MED14 MED16 MED17 MED24 MED25 MED30 MED4 MMS19 MYOD1 NCOA1 NCOA2 NCOA3 NCOA6 NCOA7 NCOR1 NCOR2 NKX3-1 NR0B1 NR0B2 NR1H2 NR1H4 NR1I2 NR4A1 NR4A2 NR4A3 NRIP1 NSD1 OASL PADI2 PAGR1 PARK7 PARP1 PCNA PHB2 PKN1 PPARG PPARGC1A PPARGC1B PPID PRAME PRKCB PRMT2 PROX1 RARB RARG RERG RNF14 RNF6 RXRA SIRT1 SLC30A9 SMAD3 SMARCA4 SMARCD3 SMARCE1 SNW1 SRARP SRC STAT1 STAT5B STRN TACC1 TACC2 TADA3 TAF1 TAF10 TAF11 TAF7 TCF21 TCF7L2 TGFB1I1 THRAP3 TMF1 TOB2 TRERF1 TRIM24 TRIM68 TRIP12 TRIP4 TRIP6 VDR WBP2 WIPI1 YWHAH ZBTB7A ZNF366 ZNHIT3 GOMF_NUCLEAR_RECEPTOR_COACTIVATOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NUCLEAR_RECEPTOR_COACTIVATOR_ACTIVITY ACTN1 ACTN2 ACTN4 ATXN7L3 BRD8 BUD31 CALCOCO1 CARM1 CCAR1 CCDC62 CNOT6 CNOT9 DCAF6 ELK1 ENY2 ETS1 FGF2 HELZ2 HMGA1 KDM1A KDM4C MED1 MED12 MED13 MED14 MED17 MED24 MED30 MED4 NCOA1 NCOA2 NCOA3 NCOA6 NCOA7 PKN1 PPARGC1A PPARGC1B PPRC1 PRKCB PSMC3IP RBM14 RNF4 SFR1 SLC30A9 SRA1 SS18 TACC1 TADA3 THRAP3 TMF1 TRERF1 USP22 WDR77 ZMIZ1 ZMIZ2 GOMF_NUCLEAR_RETINOIC_ACID_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NUCLEAR_RETINOIC_ACID_RECEPTOR_BINDING ACTN4 ARID5A ASXL1 CNOT1 CTBP2 HMGA1 LRIF1 MED1 MED25 NCOA1 NCOA6 NCOR2 NR0B2 NR1H2 NR1H4 NR4A2 NRIP1 NSD1 PPARG PRAME PRMT2 RARB RARG SNW1 TACC1 VDR GOMF_NUCLEAR_RETINOID_X_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NUCLEAR_RETINOID_X_RECEPTOR_BINDING ARID5A HMGA1 MED25 NCOA1 NCOA6 NCOR2 NR0B2 NR1H2 NR1H4 NR4A2 NRIP1 NSD1 PPARG RARB RARG TACC1 VDR GOMF_NUCLEAR_STEROID_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NUCLEAR_STEROID_RECEPTOR_ACTIVITY ABHD2 ESR1 ESR2 ESRRA ESRRB ESRRG GPER1 NR1D1 NR2C1 NR2E1 NR2E3 NR3C1 NR3C2 NR4A3 OR51E2 PAQR7 PAQR8 PDE3A PGR PGRMC2 PPARA PPARD RXRA RXRB RXRG GOMF_NUCLEAR_THYROID_HORMONE_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NUCLEAR_THYROID_HORMONE_RECEPTOR_BINDING ARID5A BRD8 GAS2L1 GTF2B GTF2H1 HMGN3 JMJD1C MED1 MED12 MED13 MED16 MED17 MED24 MED30 MED4 NCOA3 NCOA6 NCOR1 NR0B2 NSD1 OASL PRMT2 TACC1 TAF11 TAF7 THRAP3 TRIP12 TRIP6 ZNHIT3 GOMF_NUCLEAR_VITAMIN_D_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NUCLEAR_VITAMIN_D_RECEPTOR_BINDING MED1 MED12 MED13 MED14 MED16 MED17 MED24 MED30 MED4 RXRA SNW1 TAF11 TAF7 THRAP3 TOB2 GOMF_NUCLEASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NUCLEASE_ACTIVITY AEN AGO1 AGO2 AGO3 AGO4 ANG ANGEL1 ANGEL2 ANKLE1 ANKZF1 APEX1 APEX2 APLF APTX ASTE1 AZGP1 CNOT1 CNOT2 CNOT6 CNOT6L CNOT7 CNOT8 CPSF3 DBR1 DCLRE1A DCLRE1B DCLRE1C DCP2 DCPS DDX1 DFFB DICER1 DIS3 DIS3L DIS3L2 DNA2 DNASE1 DNASE1L1 DNASE1L2 DNASE1L3 DNASE2 DNASE2B DROSHA DXO ELAC1 ELAC2 EME1 EME2 ENDOD1 ENDOG ENDOU ENDOV ENPP1 ENPP2 ENPP3 ERCC1 ERCC4 ERCC5 ERI1 ERI2 ERI3 ERN1 ERN2 EXD1 EXD2 EXD3 EXO1 EXO5 EXOG EXOSC1 EXOSC10 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 FAN1 FANCM FEN1 G3BP1 GEN1 HARBI1 HELZ2 INTS11 ISG20 ISG20L2 KHNYN LACTB2 LAS1L MAP1S MARF1 MBD4 MBLAC1 MEIOB MGME1 MRE11 MRPL44 MUS81 MYG1 N4BP1 N4BP2 NME1 NOB1 NOCT NTHL1 NUDT12 NUDT16 NUDT16L1 NYNRIN OGG1 PAN2 PAN3 PARN PDE12 PGBD5 PIWIL1 PIWIL2 PIWIL3 PIWIL4 PLD3 PLD4 PLD6 PLSCR1 PMS2 PNKP PNLDC1 PNPT1 POLD1 POLE POLG POLRMT POP1 POP4 POP5 POP7 PPP1R8 PRORP PXDNL RAD1 RAD50 RAD51C RAD9A RAG1 RBBP8 RCL1 REXO1 REXO1L1P REXO2 REXO4 REXO5 RIDA RMRP RNASE1 RNASE10 RNASE11 RNASE12 RNASE13 RNASE2 RNASE3 RNASE4 RNASE6 RNASE7 RNASE8 RNASE9 RNASEH1 RNASEH2A RNASEK RNASEL RNASET2 RPP14 RPP21 RPP25 RPP30 RPP38 RPP40 RPPH1 RPS3 SAMHD1 SETMAR SLFN12 SLFN13 SLFN14 SLX1A SLX1B SMG6 SND1 TATDN1 TATDN2 TATDN3 TDP1 TDP2 TEFM TOE1 TREX1 TREX2 TRIR TSEN2 TSEN34 TSN TSNAX USB1 WRN XRCC1 XRCC3 XRN1 XRN2 YBEY ZC3H12A ZC3H12B ZC3H12C ZC3H12D ZRANB3 GOMF_NUCLEOBASE_CONTAINING_COMPOUND_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NUCLEOBASE_CONTAINING_COMPOUND_KINASE_ACTIVITY ADK AK1 AK2 AK3 AK4 AK5 AK6 AK7 AK8 AK9 CARD11 CASK CLP1 CMPK1 CMPK2 DCK DGUOK DLG1 DLG2 DTYMK GUK1 LRGUK MAGI3 MPP1 N4BP2 NME1 NME2 NME2P1 NME3 NME4 NME5 NME6 NME7 NME9 NOL9 NT5C2 PNKP TJP2 TK1 TK2 UCK1 UCK2 UCKL1 GOMF_NUCLEOBASE_CONTAINING_COMPOUND_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NUCLEOBASE_CONTAINING_COMPOUND_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ABCC11 ABCC4 ABCC5 ABCD1 ANKH LRRC8A SIDT1 SIDT2 SLC17A9 SLC19A1 SLC22A1 SLC22A2 SLC25A16 SLC25A17 SLC25A19 SLC25A23 SLC25A24 SLC25A25 SLC25A26 SLC25A31 SLC25A32 SLC25A33 SLC25A36 SLC25A4 SLC25A41 SLC25A42 SLC25A47 SLC25A5 SLC25A51 SLC25A52 SLC25A53 SLC25A6 SLC28A1 SLC28A2 SLC28A3 SLC29A1 SLC29A2 SLC29A3 SLC29A4 SLC33A1 SLC35A1 SLC35A2 SLC35A3 SLC35A4 SLC35A5 SLC35B1 SLC35B2 SLC35B3 SLC35B4 SLC35C1 SLC35D1 SLC35D2 SLC35D3 SLC35E3 SLC46A2 GOMF_NUCLEOBASE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NUCLEOBASE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY AQP9 SLC23A1 SLC25A4 SLC25A5 SLC28A1 SLC28A2 SLC28A3 SLC29A1 SLC29A2 SLC29A3 SLC43A3 GOMF_NUCLEOCYTOPLASMIC_CARRIER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NUCLEOCYTOPLASMIC_CARRIER_ACTIVITY CALR CSE1L EIF4ENIF1 HIKESHI IPO11 IPO4 IPO5 IPO9 KPNA1 KPNA2 KPNA3 KPNA4 KPNA5 KPNA6 KPNA7 KPNB1 NUP214 NUP42 NUTF2 RAN RANBP17 RANBP6 SNUPN TMCO6 TNPO1 TNPO2 TNPO3 XPO1 XPO4 XPO5 XPO6 XPO7 GOMF_NUCLEOSIDE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NUCLEOSIDE_BINDING ACTN4 ADORA1 CDA OARD1 PNP POLR1B POLR2B POLR3B GOMF_NUCLEOSIDE_DIPHOSPHATE_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NUCLEOSIDE_DIPHOSPHATE_KINASE_ACTIVITY AK1 AK4 AK5 AK7 AK8 AK9 CMPK1 CMPK2 DTYMK NME1 NME2 NME2P1 NME3 NME4 NME5 NME6 NME7 NME9 GOMF_NUCLEOSIDE_DIPHOSPHATE_PHOSPHATASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NUCLEOSIDE_DIPHOSPHATE_PHOSPHATASE_ACTIVITY ALPL CANT1 ENTPD1 ENTPD2 ENTPD3 ENTPD4 ENTPD5 ENTPD6 ENTPD7 ENTPD8 GBP1 NUDT15 NUDT16 NUDT18 NUDT5 PGP SLC25A42 GOMF_NUCLEOSIDE_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NUCLEOSIDE_KINASE_ACTIVITY ADK CMPK1 DCK DGUOK TK1 TK2 UCK1 UCK2 UCKL1 GOMF_NUCLEOSIDE_MONOPHOSPHATE_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NUCLEOSIDE_MONOPHOSPHATE_KINASE_ACTIVITY AK1 AK2 AK3 AK4 AK5 AK6 AK7 AK8 AK9 CARD11 CASK CMPK1 CMPK2 DLG1 DLG2 DTYMK GUK1 LRGUK MAGI3 MPP1 TJP2 GOMF_NUCLEOSIDE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NUCLEOSIDE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY SLC22A1 SLC22A2 SLC25A26 SLC28A1 SLC28A2 SLC28A3 SLC29A1 SLC29A2 SLC29A3 SLC29A4 GOMF_NUCLEOSIDE_TRIPHOSPHATASE_REGULATOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NUCLEOSIDE_TRIPHOSPHATASE_REGULATOR_ACTIVITY ABR ACAP1 ACAP2 ACAP3 ADAP1 ADAP2 ADGRB3 AGAP1 AGAP11 AGAP2 AGAP3 AGAP4 AGAP5 AGAP6 AGAP7P AGAP9 AGFG1 AGFG2 AKAP13 ALDH1A1 ALS2 ALS2CL ANKRD27 ARAP1 ARAP2 ARAP3 ARF4 ARFGAP1 ARFGAP2 ARFGAP3 ARFGEF1 ARFGEF2 ARFGEF3 ARHGAP1 ARHGAP10 ARHGAP11A ARHGAP11B ARHGAP12 ARHGAP15 ARHGAP17 ARHGAP18 ARHGAP19 ARHGAP20 ARHGAP21 ARHGAP22 ARHGAP23 ARHGAP24 ARHGAP25 ARHGAP26 ARHGAP27 ARHGAP28 ARHGAP29 ARHGAP30 ARHGAP31 ARHGAP32 ARHGAP33 ARHGAP35 ARHGAP36 ARHGAP39 ARHGAP4 ARHGAP40 ARHGAP42 ARHGAP44 ARHGAP45 ARHGAP5 ARHGAP6 ARHGAP8 ARHGAP9 ARHGDIA ARHGDIB ARHGDIG ARHGEF1 ARHGEF10 ARHGEF10L ARHGEF11 ARHGEF12 ARHGEF15 ARHGEF16 ARHGEF17 ARHGEF18 ARHGEF19 ARHGEF2 ARHGEF25 ARHGEF26 ARHGEF28 ARHGEF3 ARHGEF33 ARHGEF37 ARHGEF38 ARHGEF39 ARHGEF4 ARHGEF40 ARHGEF5 ARHGEF6 ARHGEF7 ARHGEF9 ARL2BP ARRB1 ASAP1 ASAP2 ASAP3 BCAR3 BCR BNIP2 C9orf72 CCDC88A CCDC88C CCZ1 CDC42EP2 CDC42SE1 CHM CHML CHN1 CHN2 CPEB2 CYTH1 CYTH2 CYTH3 CYTH4 DAB2IP DEF6 DENND10 DENND11 DENND1A DENND1B DENND1C DENND2A DENND2B DENND2C DENND2D DENND3 DENND4A DENND4B DENND4C DENND5A DENND5B DENND6A DENND6B DEPDC1 DEPDC1B DEPDC5 DIS3 DLC1 DNAJA3 DNM1L DNMBP DOCK1 DOCK10 DOCK11 DOCK2 DOCK3 DOCK4 DOCK5 DOCK6 DOCK7 DOCK8 DOCK9 ECT2 ECT2L EEF1B2 EEF1D EGF EIF2B1 EIF2B2 EIF2B3 EIF2B4 EIF2B5 EIF5 ELMO1 ELMOD1 ELMOD2 ELMOD3 EPS8L1 EPS8L2 EPS8L3 ERRFI1 EVI5 EVI5L FAM13A FAM13B FARP1 FARP2 FBXO8 FGD1 FGD2 FGD3 FGD4 FGD5 FGD6 FLCN FRMD7 GAPVD1 GARNL3 GBF1 GCGR GDI1 GDI2 GDPGP1 GIT1 GIT2 GMIP GNA13 GNAQ GNB5 GPS1 GPS2 GPSM1 GPSM2 GPSM3 GRB2 GRIPAP1 GRTP1 HACD3 HERC1 HERC2 HMGCR HPS1 HPS4 HTR2B IPO5 IPO7 IQGAP1 IQGAP2 IQGAP3 IQSEC1 IQSEC2 IQSEC3 ITGB1BP1 ITSN1 ITSN2 JUN KALRN KIAA1755 KNDC1 KRIT1 LAMTOR1 LAMTOR2 LAMTOR3 LAMTOR4 LAMTOR5 LARS1 LLGL1 LLGL2 LRRK2 MADD MCF2 MCF2L MCF2L2 MON1A MTSS2 MYCBP2 MYO9A MYO9B NCKAP1L NET1 NF1 NGEF NPRL2 NPRL3 NRP1 NUCB1 NUCB2 OBSCN OCRL OPHN1 P2RY12 PCP2 PDE6D PGAM5 PLCB1 PLCD4 PLCE1 PLEKHG1 PLEKHG2 PLEKHG3 PLEKHG4 PLEKHG4B PLEKHG5 PLEKHG6 PLEKHG7 PLXNB1 PREB PREX1 PREX2 PSD PSD2 PSD3 PSD4 PTGIR RAB3GAP1 RAB3GAP2 RAB3IL1 RAB3IP RABEP1 RABEP2 RABGAP1 RABGAP1L RABGEF1 RABIF RACGAP1 RALBP1 RALGAPA1 RALGAPA2 RALGAPB RALGDS RALGPS1 RALGPS2 RANBP1 RANBP2 RANBP3 RANBP3L RANGAP1 RANGRF RAP1A RAP1GAP RAP1GAP2 RAP1GDS1 RAPGEF1 RAPGEF2 RAPGEF3 RAPGEF4 RAPGEF5 RAPGEF6 RAPGEFL1 RASA1 RASA2 RASA3 RASA4 RASA4B RASAL1 RASAL2 RASAL3 RASGEF1A RASGEF1B RASGEF1C RASGRF1 RASGRF2 RASGRP1 RASGRP2 RASGRP3 RASGRP4 RCBTB2 RCC1 RCC1L RCC2 RGL1 RGL2 RGL3 RGL4 RGP1 RGPD1 RGPD2 RGPD3 RGPD4 RGPD5 RGPD6 RGPD8 RGS1 RGS10 RGS11 RGS12 RGS14 RGS16 RGS17 RGS18 RGS2 RGS20 RGS3 RGS4 RGS5 RGS6 RGS7 RGS8 RGS9 RHOD RHOF RHOH RHOU RIC1 RIC8A RIC8B RIMS1 RIN1 RIN2 RIN3 RINL RP2 RPGR RTKN RUNDC3A SBF1 SBF2 SEC23A SEC23B SERGEF SESN2 SGSM1 SGSM2 SGSM3 SH2D3A SH2D3C SH3BP1 SH3BP4 SH3BP5 SH3BP5L SIPA1 SIPA1L1 SIPA1L2 SIPA1L3 SIRPA SLC38A9 SLIT2 SMAP1 SMAP2 SMCR8 SOS1 SOS2 SPATA13 SRGAP1 SRGAP2 SRGAP3 STARD13 STARD8 STXBP5 STXBP5L SWAP70 SYDE1 SYDE2 SYNGAP1 TAGAP TBC1D1 TBC1D10A TBC1D10B TBC1D10C TBC1D12 TBC1D13 TBC1D14 TBC1D15 TBC1D16 TBC1D17 TBC1D19 TBC1D2 TBC1D20 TBC1D21 TBC1D22A TBC1D22B TBC1D24 TBC1D25 TBC1D26 TBC1D2B TBC1D3 TBC1D30 TBC1D3B TBC1D3C TBC1D3D TBC1D3E TBC1D3F TBC1D3G TBC1D3H TBC1D3I TBC1D3K TBC1D3L TBC1D4 TBC1D5 TBC1D7 TBC1D8 TBC1D8B TBC1D9 TBC1D9B TBCD TBCK TBXA2R THG1L THY1 TIAM1 TIAM2 TNK2 TRIO TSC2 USP6NL VAV1 VAV2 VAV3 VPS9D1 WAS WASL WDR41 WNT11 GOMF_NUCLEOSIDE_TRIPHOSPHATE_DIPHOSPHATASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NUCLEOSIDE_TRIPHOSPHATE_DIPHOSPHATASE_ACTIVITY ASMTL DCTPP1 DHX9 DUT ENPP1 ENPP3 ENSG00000276759 ITPA NUDT1 NUDT15 NUDT16 GOMF_NUCLEOSOMAL_DNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NUCLEOSOMAL_DNA_BINDING ACTB ACTL6A CHD4 GATAD2B H1-0 H1-1 H1-10 H1-2 H1-3 H1-4 H1-5 H1-6 H1-7 H1-8 H1-9P H2AZ1 H3-3A H3-3B H3-5 H3Y1 HDAC1 HDAC2 HMGA2 HMGN1 HMGN2 HMGN3 HMGN4 HMGN5 HNRNPC MACROH2A1 MBD2 MBD3 MTA2 RBBP4 RCC1 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD2 SMARCE1 GOMF_NUCLEOSOME_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NUCLEOSOME_BINDING ACTB ACTL6A ACTR6 ARID1A ARID1B CABIN1 CGAS CHD1L CHD4 DNTTIP1 EED GATAD2B GLYR1 H1-0 H1-1 H1-10 H1-2 H1-3 H1-4 H1-5 H1-6 H1-7 H1-8 H1-9P H2AZ1 H3-3A H3-3B H3-5 H3Y1 HDAC1 HDAC2 HIRA HMGA2 HMGN1 HMGN2 HMGN3 HMGN4 HMGN5 HNRNPC HP1BP3 L3MBTL1 MACROH2A1 MBD2 MBD3 MLLT10 MLLT6 MTA2 NAP1L4 NOC2L PARP1 PARP2 PWWP3A RBBP4 RCC1 RNF168 RNF169 RNF4 SAP30L SIRT6 SMARCA1 SMARCA4 SMARCA5 SMARCB1 SMARCC1 SMARCC2 SMARCD2 SMARCE1 SSRP1 SUPT16H SUPT6H ZNHIT1 GOMF_NUCLEOTIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NUCLEOTIDASE_ACTIVITY ACP3 BPNT1 BPNT2 NT5C NT5C1A NT5C1B NT5C2 NT5C3A NT5C3B NT5DC1 NT5DC2 NT5DC3 NT5DC4 NT5E NT5M GOMF_NUCLEOTIDE_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NUCLEOTIDE_RECEPTOR_ACTIVITY GPR171 GPR34 GPR87 P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX6 P2RX7 P2RY1 P2RY11 P2RY12 P2RY13 P2RY14 P2RY2 P2RY4 P2RY6 P2RY8 PTAFR GOMF_NUCLEOTIDE_SUGAR_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NUCLEOTIDE_SUGAR_TRANSMEMBRANE_TRANSPORTER_ACTIVITY SLC35A1 SLC35A2 SLC35A3 SLC35A4 SLC35A5 SLC35B1 SLC35B4 SLC35C1 SLC35D1 SLC35D2 SLC35D3 SLC35E3 GOMF_NUCLEOTIDE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NUCLEOTIDE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ABCC11 ABCC4 ABCC5 ABCD1 ANKH LRRC8A SLC17A9 SLC19A1 SLC25A16 SLC25A17 SLC25A19 SLC25A23 SLC25A24 SLC25A25 SLC25A31 SLC25A32 SLC25A33 SLC25A36 SLC25A4 SLC25A41 SLC25A42 SLC25A47 SLC25A5 SLC25A51 SLC25A52 SLC25A53 SLC25A6 SLC33A1 SLC35B1 SLC35B2 SLC35B3 SLC46A2 GOMF_NUCLEOTIDYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_NUCLEOTIDYLTRANSFERASE_ACTIVITY ABL1 ART1 ART3 ART4 ART5 CDS1 CDS2 CGAS CHRAC1 CMAS COASY CRCP CRPPA CTU1 CTU2 DKC1 DNTT FHIT FICD FLAD1 FPGT GALT GDPGP1 GMPPB GPHN KARS1 MAB21L1 MB21D2 MED20 MED21 MOCS3 MTPAP NANS NMNAT1 NMNAT2 NMNAT3 NUDT5 OAS1 OAS2 OAS3 OASL PAPOLA PAPOLB PAPOLG PAPSS1 PAPSS2 PARP1 PARP10 PARP11 PARP12 PARP14 PARP15 PARP16 PARP2 PARP3 PARP4 PARP6 PARP8 PARP9 PCYT1A PCYT1B PCYT2 PNPT1 POLA1 POLB POLD1 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POLG POLG2 POLH POLI POLK POLL POLM POLN POLQ POLR1A POLR1B POLR1C POLR1D POLR1H POLR2A POLR2B POLR2C POLR2E POLR2F POLR2H POLR2I POLR2J POLR2J2 POLR2J3 POLR2K POLR2L POLR3A POLR3B POLR3C POLR3F POLR3G POLR3H POLR3K POLRMT PRIM1 PRIMPOL PTGES3 REV1 REV3L RMRP RNGTT RPAP1 SELENOO SIRT4 SIRT6 TAMM41 TENT2 TENT4A TENT4B TENT5A TENT5B TENT5C TENT5D TEP1 TERC TERF1 TERF2 TERT THG1L TIPARP TNKS TNKS2 TRNT1 TUT1 TUT4 TUT7 UAP1 UAP1L1 UBA6 UGP2 YRDC GOMF_N_ACETYLGALACTOSAMINE_4_O_SULFOTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_N_ACETYLGALACTOSAMINE_4_O_SULFOTRANSFERASE_ACTIVITY CHST11 CHST13 CHST14 CHST8 CHST9 GOMF_N_ACETYLGLUCOSAMINE_6_O_SULFOTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_N_ACETYLGLUCOSAMINE_6_O_SULFOTRANSFERASE_ACTIVITY CHST1 CHST2 CHST3 CHST4 CHST5 CHST6 CHST7 GOMF_N_ACETYLLACTOSAMINE_SYNTHASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_N_ACETYLLACTOSAMINE_SYNTHASE_ACTIVITY B4GALT1 B4GALT2 B4GALT3 B4GALT4 B4GALT5 GOMF_N_ACETYLLACTOSAMINIDE_BETA_1_3_N_ACETYLGLUCOSAMINYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_N_ACETYLLACTOSAMINIDE_BETA_1_3_N_ACETYLGLUCOSAMINYLTRANSFERASE_ACTIVITY B3GNT2 B3GNT3 B3GNT4 B3GNT7 B4GAT1 GOMF_N_ACETYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_N_ACETYLTRANSFERASE_ACTIVITY AANAT ABHD14B ARRB1 ATAT1 ATF2 BAZ1A BRCA2 BRD1 BRPF1 BRPF3 CDY1 CDY1B CDY2A CDY2B CLOCK CREBBP EP300 ESCO1 ESCO2 GNPNAT1 GTF2B GTF3C4 HAT1 HGSNAT ING3 ING4 JADE1 JADE2 KAT14 KAT2A KAT2B KAT5 KAT6A KAT6B KAT7 KAT8 MCM3AP MEAF6 MSL3 NAA10 NAA11 NAA20 NAA30 NAA40 NAA50 NAA60 NAA80 NAGS NAT1 NAT10 NAT14 NAT2 NAT8 NAT8B NAT8L NAT9 NCOA1 NCOA3 PHF10 SAT1 SAT2 SATL1 SMARCE1 SRCAP TADA2A TAF1 TAF10 TAF1L TAF9 USP22 GOMF_N_ACYLSPHINGOSINE_AMIDOHYDROLASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_N_ACYLSPHINGOSINE_AMIDOHYDROLASE_ACTIVITY ACER1 ACER2 ACER3 ASAH1 ASAH2 ASAH2B NAAA GOMF_N_ACYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_N_ACYLTRANSFERASE_ACTIVITY AANAT ABHD14B ALAS1 ALAS2 ARRB1 ATAT1 ATF2 BAAT BAZ1A BRCA2 BRD1 BRPF1 BRPF3 CDY1 CDY1B CDY2A CDY2B CERS1 CERS2 CERS3 CERS4 CERS5 CERS6 CLOCK CREBBP EP300 ESCO1 ESCO2 GLYAT GLYATL1 GLYATL1B GLYATL2 GLYATL3 GNPNAT1 GTF2B GTF3C4 HAT1 HGSNAT ING3 ING4 JADE1 JADE2 KAT14 KAT2A KAT2B KAT5 KAT6A KAT6B KAT7 KAT8 MCM3AP MEAF6 MSL3 NAA10 NAA11 NAA20 NAA30 NAA40 NAA50 NAA60 NAA80 NAGS NAT1 NAT10 NAT14 NAT2 NAT8 NAT8B NAT8L NAT9 NCOA1 NCOA3 NMT1 NMT2 PHF10 PLA2G4E PLAAT1 PLAAT2 PLAAT3 PLAAT4 PLAAT5 SAT1 SAT2 SATL1 SIRT1 SIRT7 SMARCE1 SRCAP TADA2A TAF1 TAF10 TAF1L TAF9 TGM2 TLCD3B USP22 GOMF_N_FORMYL_PEPTIDE_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_N_FORMYL_PEPTIDE_RECEPTOR_ACTIVITY FPR1 FPR2 FPR3 GPR32 GPR32P1 GOMF_N_METHYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_N_METHYLTRANSFERASE_ACTIVITY ANTKMT ASH1L ATPSCKMT CAMKMT CARM1 CSKMT DIMT1 DOT1L EEF1AKMT1 EEF1AKMT2 EEF1AKMT3 EEF1AKMT4 EEF2KMT EHMT1 EHMT2 ETFBKMT EZH1 EZH2 FAM86B1 FAM86B2 FBL FBLL1 FBXO11 FDXACB1 GNMT HEMK1 HNMT INMT JARID2 KMT2A KMT2B KMT2C KMT2D KMT5A KMT5B KMT5C MECOM METTL13 METTL15 METTL15P1 METTL16 METTL18 METTL21A METTL21C METTL21EP METTL22 METTL23 METTL25B METTL5 METTL9 N6AMT1 NDUFAF7 NNMT NSD1 NSD2 NSD3 PEMT PNMT PRDM16 PRDM2 PRDM6 PRDM7 PRDM8 PRDM9 PRMT1 PRMT2 PRMT3 PRMT5 PRMT6 PRMT7 PRMT8 PRMT9 RNMT SETBP1 SETD1A SETD1B SETD2 SETD3 SETD4 SETD5 SETD6 SETD7 SETD9 SETDB1 SETDB2 SETMAR SMYD1 SMYD2 SMYD3 SMYD5 SUV39H1 SUV39H2 TFB1M TFB2M THUMPD3 TRMT1 TRMT11 TRMT1L TTLL12 VCPKMT WDR5 ZCCHC4 GOMF_N_N_DIMETHYLANILINE_MONOOXYGENASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_N_N_DIMETHYLANILINE_MONOOXYGENASE_ACTIVITY FMO1 FMO2 FMO3 FMO4 FMO5 GOMF_ODORANT_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ODORANT_BINDING GPR148 OBP2A OBP2B OR10J1 OR10J3 OR10J4 OR10K1 OR10K2 OR10Q1 OR10R2 OR10T2 OR10V1 OR10W1 OR10Z1 OR11L1 OR12D1 OR12D2 OR12D3 OR13A1 OR13G1 OR14A16 OR14A2 OR14C36 OR14I1 OR14J1 OR14K1 OR14L1P OR1K1 OR2A25 OR2A4 OR2A7 OR2C1 OR4E1 OR4E2 OR5A1 OR5A2 OR5AC1 OR5AC2 OR5AK2 OR5AK3P OR5AL1 OR5AN1 OR5AP2 OR5AR1 OR5AS1 OR5AU1 OR5B12 OR5B17 OR5B2 OR5B21 OR5B3 OR5C1 OR5D13 OR5D14 OR5D16 OR5D18 OR5F1 OR5G3 OR5H1 OR5H14 OR5H15 OR5H2 OR5H6 OR5H8 OR5I1 OR5J2 OR5K1 OR5K2 OR5K3 OR5K4 OR5L1 OR5L2 OR5M1 OR5M10 OR5M11 OR5M3 OR5M8 OR5M9 OR5P2 OR5P3 OR5T1 OR5T2 OR5T3 OR5W2 OR6B2 OR6B3 OR6K2 OR6K3 OR6K6 OR6N2 OR8A1 OR8B12 OR8B2 OR8B3 OR8B4 OR8B8 OR8D1 OR8D2 OR8D4 OR8G1 OR8G2P OR8G3P OR8G5 OR8H1 OR8H2 OR8H3 OR8I2 OR8J1 OR8J2 OR8J3 OR8K1 OR8K3 OR8K5 OR8U1 OR8U3 OR8U8 OR8U9 OR9G4 OR9I1 OR9K2 OR9Q1 OR9Q2 GOMF_OLEATE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_OLEATE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY CD36 MFSD2A SLC27A1 SLC27A2 SLC27A4 SLC27A6 GOMF_OLFACTORY_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_OLFACTORY_RECEPTOR_ACTIVITY GPR148 OR10A2 OR10A3 OR10A4 OR10A5 OR10A6 OR10A7 OR10AC1 OR10AD1 OR10AG1 OR10C1 OR10D3 OR10D4P OR10G2 OR10G3 OR10G4 OR10G6 OR10G7 OR10G8 OR10G9 OR10H1 OR10H2 OR10H3 OR10H4 OR10H5 OR10J1 OR10J3 OR10J4 OR10J5 OR10J6P OR10K1 OR10K2 OR10P1 OR10Q1 OR10R2 OR10S1 OR10T2 OR10V1 OR10W1 OR10X1 OR10Z1 OR11A1 OR11G2 OR11H1 OR11H12 OR11H2 OR11H4 OR11H6 OR11H7 OR11L1 OR12D1 OR12D2 OR12D3 OR13A1 OR13C2 OR13C3 OR13C4 OR13C5 OR13C6P OR13C7 OR13C8 OR13C9 OR13D1 OR13F1 OR13G1 OR13H1 OR13J1 OR14A16 OR14A2 OR14C36 OR14I1 OR14J1 OR14K1 OR14L1P OR1A1 OR1A2 OR1B1 OR1C1 OR1D2 OR1D4 OR1D5 OR1E1 OR1E2 OR1E3 OR1F1 OR1F12P OR1F2P OR1G1 OR1I1 OR1J1 OR1J2 OR1J4 OR1K1 OR1L1 OR1L3 OR1L4 OR1L6 OR1L8 OR1M1 OR1N1 OR1N2 OR1P1 OR1Q1 OR1S1 OR1S2 OR2A1 OR2A12 OR2A14 OR2A2 OR2A25 OR2A4 OR2A42 OR2A5 OR2A7 OR2AE1 OR2AG1 OR2AG2 OR2AJ1 OR2AK2 OR2AP1 OR2AT4 OR2B11 OR2B2 OR2B3 OR2B6 OR2B8P OR2C1 OR2C3 OR2D2 OR2D3 OR2F1 OR2F2 OR2G2 OR2G3 OR2G6 OR2H1 OR2H2 OR2I1P OR2J1 OR2J2 OR2J3 OR2K2 OR2L13 OR2L2 OR2L3 OR2L5 OR2L8 OR2M2 OR2M3 OR2M4 OR2M5 OR2M7 OR2S2 OR2T1 OR2T10 OR2T11 OR2T12 OR2T2 OR2T27 OR2T29 OR2T3 OR2T33 OR2T34 OR2T35 OR2T4 OR2T5 OR2T6 OR2T7 OR2T8 OR2V1 OR2V2 OR2W1 OR2W3 OR2W5P OR2W6P OR2Y1 OR2Z1 OR3A1 OR3A2 OR3A3 OR4A15 OR4A16 OR4A47 OR4A4P OR4A5 OR4A8 OR4B1 OR4C11 OR4C12 OR4C13 OR4C15 OR4C16 OR4C3 OR4C45 OR4C46 OR4C5 OR4C6 OR4D1 OR4D10 OR4D11 OR4D2 OR4D5 OR4D6 OR4D9 OR4E1 OR4E2 OR4F15 OR4F16 OR4F17 OR4F21 OR4F29 OR4F3 OR4F4 OR4F5 OR4F6 OR4K1 OR4K13 OR4K14 OR4K15 OR4K17 OR4K2 OR4K3 OR4K5 OR4L1 OR4M1 OR4M2 OR4M2B OR4N2 OR4N4 OR4N5 OR4P4 OR4Q2 OR4Q3 OR4S1 OR4S2 OR4X1 OR4X2 OR51A2 OR51A4 OR51A7 OR51B2 OR51B4 OR51B5 OR51B6 OR51D1 OR51E1 OR51E2 OR51F1 OR51F2 OR51G1 OR51G2 OR51H1 OR51I1 OR51I2 OR51J1 OR51L1 OR51M1 OR51Q1 OR51S1 OR51T1 OR51V1 OR52A1 OR52A4P OR52A5 OR52B2 OR52B4 OR52B6 OR52D1 OR52E1 OR52E2 OR52E4 OR52E5 OR52E6 OR52E8 OR52H1 OR52I1 OR52I2 OR52J3 OR52K1 OR52K2 OR52L1 OR52L2P OR52M1 OR52N1 OR52N2 OR52N4 OR52N5 OR52P1 OR52R1 OR52W1 OR52Z1P OR56A1 OR56A3 OR56A4 OR56A5 OR56B1 OR56B2P OR56B4 OR5A1 OR5A2 OR5AC1 OR5AC2 OR5AK2 OR5AK3P OR5AL1 OR5AN1 OR5AP2 OR5AR1 OR5AS1 OR5AU1 OR5B12 OR5B17 OR5B2 OR5B21 OR5B3 OR5C1 OR5D13 OR5D14 OR5D16 OR5D18 OR5F1 OR5G3 OR5H1 OR5H14 OR5H15 OR5H2 OR5H6 OR5H8 OR5I1 OR5J2 OR5K1 OR5K2 OR5K3 OR5K4 OR5L1 OR5L2 OR5M1 OR5M10 OR5M11 OR5M3 OR5M8 OR5M9 OR5P2 OR5P3 OR5T1 OR5T2 OR5T3 OR5V1 OR5W2 OR6A2 OR6B1 OR6B2 OR6B3 OR6C1 OR6C2 OR6C3 OR6C4 OR6C6 OR6C65 OR6C68 OR6C70 OR6C74 OR6C75 OR6C76 OR6F1 OR6J1 OR6K2 OR6K3 OR6K6 OR6M1 OR6N1 OR6N2 OR6P1 OR6Q1 OR6S1 OR6T1 OR6V1 OR6X1 OR6Y1 OR7A10 OR7A17 OR7A2P OR7A5 OR7C1 OR7C2 OR7D2 OR7D4 OR7E24 OR7G1 OR7G2 OR7G3 OR8A1 OR8B12 OR8B2 OR8B3 OR8B4 OR8B8 OR8D1 OR8D2 OR8D4 OR8G1 OR8G2P OR8G3P OR8G5 OR8H1 OR8H2 OR8H3 OR8I2 OR8J1 OR8J2 OR8J3 OR8K1 OR8K3 OR8K5 OR8S1 OR8U1 OR8U3 OR8U8 OR8U9 OR9A1P OR9A2 OR9A4 OR9G1 OR9G4 OR9G9 OR9I1 OR9K2 OR9Q1 OR9Q2 GOMF_OLFACTORY_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_OLFACTORY_RECEPTOR_BINDING REEP1 RTP1 RTP2 RTP3 RTP4 RTP5 GOMF_OLIGOPEPTIDE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_OLIGOPEPTIDE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ABCB9 CDH17 SLC15A1 SLC15A2 SLC15A3 SLC15A4 GOMF_OLIGOSACCHARIDE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_OLIGOSACCHARIDE_BINDING CHID1 COLEC11 ITLN1 ITLN2 LGALS12 LGALS16 LGALS9 LOXL2 REG1A REG1B REG3A REG3G SELE SELL SELP GOMF_OLIGOSACCHARYL_TRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_OLIGOSACCHARYL_TRANSFERASE_ACTIVITY ALG5 OSTC RPN1 RPN2 STT3A STT3B GOMF_OMEGA_PEPTIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_OMEGA_PEPTIDASE_ACTIVITY AGA APEH ASRGL1 BACE1 GGH GGT1 GGT2P GGT3P GGT5 GGT6 GGT7 GGTLC1 GGTLC2 GGTLC3 PGPEP1 TASP1 TRHDE UCHL1 GOMF_OPIOID_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_OPIOID_RECEPTOR_BINDING GNAO1 GNAS IL2 NPFFR2 PDYN PENK PNOC GOMF_OPSIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_OPSIN_BINDING ARR3 IFT20 PRCD SAG SPTBN5 GOMF_OPSONIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_OPSONIN_BINDING APCS C1QBP C4A CALR CD93 CFH CFHR1 CFHR2 CFHR3 CFHR4 CFHR5 CR1 CRP ITGAM ITGAV ITGB2 MASP2 MEGF10 PHB1 PTX3 VSIG4 GOMF_OPSONIN_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_OPSONIN_RECEPTOR_ACTIVITY C3AR1 C5AR1 C5AR2 CD14 CR1 GOMF_ORGANIC_ACID_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ORGANIC_ACID_BINDING AARS1 ACACB ACOX1 ACOX2 ACOX3 ACOXL ADH5 ADIPOQ AGRN AGXT AKR1C1 AKR1C2 AKR1C3 AKR1C4 ALB ALKBH3 ALOX5AP AMBP APOC1 ASS1 CAD CASR CASTOR1 CASTOR2 CCDC144A CD22 CD33 CD36 COL11A1 CPS1 CRABP1 CRABP2 CYP26A1 CYP26B1 CYP26C1 CYP27C1 CYP2W1 CYP4F11 DBH DBT DDAH1 DDAH2 DHFR DHFRP1 EGLN1 EGLN2 EGLN3 EPDR1 FABP1 FABP12 FABP2 FABP3 FABP4 FABP5 FABP5P3 FABP6 FABP7 FABP9 FCN1 FFAR4 FOLR1 FOLR2 FOLR3 FTCD FTCDNL1 FURIN GAD2 GCLC GLDC GLRA1 GLRA2 GLRA3 GLRB GLUD1 GLUD2 GNMT GPR143 GPR31 GRHPR GRIN1 GRIN2B GRIN2D GRIN3A GRIN3B GRM7 GSTA1 GSTM2 GSTP1 HBA1 HBA2 HBB HBD HBE1 HBG1 HBG2 HBM HBQ1 HBZ HIF1AN HLCS HNF4A ID3 IGF2R IZUMO1R KARS1 LCN12 LRAT MAG MCCC1 MDK MTHFS NAPEPLD NDUFAB1 NOS1 NOS2 NOS3 NR1H4 NR2F2 OGFOD1 OGFOD2 OGFOD3 OTC OXER1 P2RX1 P3H1 P3H2 P3H3 P4HA1 P4HA2 P4HA3 P4HTM PAM PC PCCA PCK1 PHYH PLA2G1B PLOD1 PLOD2 PLOD3 PMP2 PPARD PPARG PPIA PRR7 PSAP PTGDS PYGL RARA RARS1 RBP1 RBP2 RBP5 RBP7 RTN4R RXRA RYR2 S100A8 S100A9 SCLY SCP2 SELE SELL SELP SERPINA5 SESN1 SESN2 SESN3 SHMT1 SHMT2 SIGLEC10 SIGLEC11 SIGLEC12 SIGLEC14 SIGLEC16 SIGLEC5 SIGLEC6 SIGLEC7 SIGLEC8 SIGLEC9 SLC19A1 SLC1A1 SLC1A3 SLC38A9 SLC46A1 SLC7A6 SNCA SRR ST8SIA2 ST8SIA3 ST8SIA4 STX3 TAT TDO2 TH THNSL2 TM4SF5 TMEM175 TYMS UBR1 UBR2 UCP1 UGT1A1 UGT1A10 UGT1A3 UGT1A4 UGT1A6 UGT1A7 UGT1A8 UGT1A9 UGT2B15 UGT2B17 UGT2B4 UGT2B7 UROS VDR YARS2 GOMF_ORGANIC_ACID_SODIUM_SYMPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ORGANIC_ACID_SODIUM_SYMPORTER_ACTIVITY SLC10A1 SLC10A2 SLC10A3 SLC10A4 SLC10A5 SLC10A6 SLC13A2 SLC13A3 SLC13A5 SLC1A1 SLC1A2 SLC1A3 SLC1A6 SLC1A7 SLC23A1 SLC23A2 SLC38A1 SLC38A2 SLC38A3 SLC38A4 SLC38A7 SLC5A12 SLC5A6 SLC5A8 SLC6A1 SLC6A11 SLC6A12 SLC6A13 SLC6A14 SLC6A15 SLC6A18 SLC6A20 SLC6A5 SLC6A6 SLC6A7 SLC6A8 SLC6A9 GOMF_ORGANIC_ACID_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ORGANIC_ACID_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ABCB1 ABCB11 ABCC1 ABCC11 ABCC2 ABCC3 ABCC4 ABCG2 AKR1C4 CD36 CEACAM1 CTNS MFSD12 MFSD2A MPC1 MPC1L MPC2 NHERF1 PDPN SERINC3 SERINC5 SFXN1 SFXN2 SFXN3 SFXN5 SLC10A1 SLC10A2 SLC10A3 SLC10A4 SLC10A5 SLC10A6 SLC10A7 SLC13A2 SLC13A3 SLC13A5 SLC15A4 SLC16A1 SLC16A10 SLC16A11 SLC16A12 SLC16A13 SLC16A14 SLC16A2 SLC16A3 SLC16A4 SLC16A5 SLC16A6 SLC16A7 SLC16A8 SLC16A9 SLC17A5 SLC17A6 SLC17A7 SLC17A8 SLC19A1 SLC19A2 SLC1A1 SLC1A2 SLC1A3 SLC1A4 SLC1A5 SLC1A6 SLC1A7 SLC22A13 SLC22A2 SLC22A4 SLC22A6 SLC22A7 SLC22A9 SLC23A1 SLC23A2 SLC23A3 SLC25A1 SLC25A10 SLC25A11 SLC25A12 SLC25A13 SLC25A15 SLC25A18 SLC25A2 SLC25A21 SLC25A22 SLC25A26 SLC25A29 SLC25A32 SLC25A38 SLC25A44 SLC26A1 SLC26A10P SLC26A2 SLC26A3 SLC26A4 SLC26A5 SLC26A6 SLC26A7 SLC26A8 SLC26A9 SLC27A1 SLC27A2 SLC27A4 SLC27A5 SLC27A6 SLC29A4 SLC32A1 SLC36A1 SLC36A2 SLC36A3 SLC36A4 SLC38A1 SLC38A10 SLC38A11 SLC38A2 SLC38A3 SLC38A4 SLC38A5 SLC38A6 SLC38A7 SLC38A8 SLC38A9 SLC3A1 SLC3A2 SLC43A1 SLC43A2 SLC43A3 SLC46A1 SLC47A1 SLC51A SLC51B SLC5A12 SLC5A6 SLC5A8 SLC66A1 SLC66A1L SLC6A1 SLC6A11 SLC6A12 SLC6A13 SLC6A14 SLC6A15 SLC6A18 SLC6A19 SLC6A20 SLC6A5 SLC6A6 SLC6A7 SLC6A8 SLC6A9 SLC7A1 SLC7A10 SLC7A11 SLC7A13 SLC7A14 SLC7A2 SLC7A3 SLC7A4 SLC7A5 SLC7A6 SLC7A7 SLC7A8 SLC7A9 SLCO1A2 SLCO1B1 SLCO1B3 SLCO1C1 TSPO2 UCP2 GOMF_ORGANIC_ANION_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ORGANIC_ANION_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ABCB1 ABCB11 ABCC1 ABCC11 ABCC2 ABCC3 ABCC4 ABCC5 ABCD1 ABCG2 AKR1C4 ANKH ASIC3 BEST1 CD36 CEACAM1 CFTR CTNS GJA1 LRRC8A MFSD10 MFSD12 MFSD2A MPC1 MPC1L MPC2 NHERF1 PDPN RTBDN SERINC3 SERINC5 SFXN1 SFXN2 SFXN3 SFXN5 SLC10A1 SLC10A2 SLC10A3 SLC10A4 SLC10A5 SLC10A6 SLC10A7 SLC13A2 SLC13A3 SLC13A5 SLC15A4 SLC16A1 SLC16A10 SLC16A11 SLC16A12 SLC16A13 SLC16A14 SLC16A2 SLC16A3 SLC16A4 SLC16A5 SLC16A6 SLC16A7 SLC16A8 SLC16A9 SLC17A3 SLC17A5 SLC17A6 SLC17A7 SLC17A8 SLC17A9 SLC19A1 SLC19A2 SLC1A1 SLC1A2 SLC1A3 SLC1A4 SLC1A5 SLC1A6 SLC1A7 SLC22A1 SLC22A11 SLC22A13 SLC22A14 SLC22A2 SLC22A3 SLC22A4 SLC22A6 SLC22A7 SLC22A8 SLC22A9 SLC23A1 SLC23A2 SLC23A3 SLC25A1 SLC25A10 SLC25A11 SLC25A12 SLC25A13 SLC25A15 SLC25A16 SLC25A17 SLC25A18 SLC25A19 SLC25A2 SLC25A21 SLC25A22 SLC25A23 SLC25A24 SLC25A25 SLC25A26 SLC25A29 SLC25A31 SLC25A32 SLC25A38 SLC25A4 SLC25A41 SLC25A42 SLC25A44 SLC25A47 SLC25A5 SLC25A6 SLC26A1 SLC26A10P SLC26A11 SLC26A2 SLC26A3 SLC26A4 SLC26A5 SLC26A6 SLC26A7 SLC26A8 SLC26A9 SLC27A1 SLC27A2 SLC27A4 SLC27A5 SLC27A6 SLC2A1 SLC2A10 SLC2A14 SLC2A2 SLC2A3 SLC2A6 SLC2A8 SLC32A1 SLC33A1 SLC35A1 SLC35A3 SLC35B1 SLC35B2 SLC35B3 SLC35B4 SLC35D1 SLC35D2 SLC35D3 SLC36A1 SLC36A2 SLC36A3 SLC36A4 SLC38A1 SLC38A10 SLC38A11 SLC38A2 SLC38A3 SLC38A4 SLC38A5 SLC38A6 SLC38A7 SLC38A8 SLC38A9 SLC39A10 SLC39A12 SLC39A14 SLC39A4 SLC39A5 SLC39A6 SLC39A8 SLC3A1 SLC3A2 SLC43A1 SLC43A2 SLC43A3 SLC44A4 SLC46A1 SLC46A2 SLC47A1 SLC4A1 SLC4A10 SLC4A11 SLC4A2 SLC4A3 SLC4A4 SLC4A5 SLC4A7 SLC4A8 SLC4A9 SLC51A SLC51B SLC52A1 SLC52A2 SLC52A3 SLC5A12 SLC5A6 SLC5A8 SLC66A1 SLC66A1L SLC6A1 SLC6A11 SLC6A12 SLC6A13 SLC6A14 SLC6A15 SLC6A18 SLC6A19 SLC6A20 SLC6A5 SLC6A6 SLC6A7 SLC6A8 SLC6A9 SLC7A1 SLC7A10 SLC7A11 SLC7A13 SLC7A14 SLC7A2 SLC7A3 SLC7A4 SLC7A5 SLC7A6 SLC7A7 SLC7A8 SLC7A9 SLCO1A2 SLCO1B1 SLCO1B3 SLCO1B7 SLCO1C1 SLCO2A1 SLCO2B1 SLCO3A1 SLCO4A1 SLCO4C1 SLCO5A1 SLCO6A1 TSPO2 UCP2 GOMF_ORGANIC_CATION_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ORGANIC_CATION_TRANSMEMBRANE_TRANSPORTER_ACTIVITY AQP8 ATP13A3 RHAG SLC16A9 SLC18A3 SLC19A2 SLC19A3 SLC22A1 SLC22A15 SLC22A16 SLC22A2 SLC22A3 SLC22A4 SLC22A5 SLC25A17 SLC25A19 SLC25A20 SLC25A26 SLC25A29 SLC25A42 SLC29A3 SLC29A4 SLC44A1 SLC44A2 SLC44A3 SLC44A4 SLC44A5 SLC47A1 SLC47A2 SLC5A7 SLC6A14 SLC6A2 SLC6A20 SLC6A3 SLC7A8 SLCO1A2 TSPO2 GOMF_ORGANIC_HYDROXY_COMPOUND_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ORGANIC_HYDROXY_COMPOUND_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ABCA4 ABCB11 ABCC11 ABCC3 ABCC4 ABCG1 ABCG4 AKR1C4 AQP1 AQP10 AQP11 AQP2 AQP3 AQP7 AQP7B AQP7P3 AQP9 ASIC3 CEACAM1 MFSD10 RBP4 SLC10A1 SLC10A2 SLC10A3 SLC10A4 SLC10A5 SLC10A6 SLC10A7 SLC16A1 SLC16A3 SLC16A7 SLC16A8 SLC18A1 SLC18A2 SLC22A1 SLC2A13 SLC44A1 SLC44A2 SLC51A SLC51B SLC5A1 SLC5A11 SLC5A12 SLC5A3 SLC5A8 SLC6A2 SLC6A3 SLC6A4 SLCO1A2 SLCO1B1 SLCO1B3 SLCO1C1 STRA6 GOMF_ORGANOPHOSPHATE_ESTER_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ORGANOPHOSPHATE_ESTER_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ABCC11 ABCC4 ABCC5 ABCD1 ANKH LRRC8A MFSD2A SLC17A9 SLC19A1 SLC25A16 SLC25A17 SLC25A19 SLC25A23 SLC25A24 SLC25A25 SLC25A31 SLC25A32 SLC25A33 SLC25A36 SLC25A4 SLC25A41 SLC25A42 SLC25A47 SLC25A5 SLC25A51 SLC25A52 SLC25A53 SLC25A6 SLC33A1 SLC35B1 SLC35B2 SLC35B3 SLC37A1 SLC37A2 SLC37A3 SLC37A4 SLC44A4 SLC46A2 GOMF_ORNITHINE_DECARBOXYLASE_REGULATOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ORNITHINE_DECARBOXYLASE_REGULATOR_ACTIVITY AZIN1 AZIN2 OAZ1 OAZ2 OAZ3 GOMF_OUTWARD_RECTIFIER_POTASSIUM_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_OUTWARD_RECTIFIER_POTASSIUM_CHANNEL_ACTIVITY KCNA2 KCNA3 KCNA5 KCNB1 KCND1 KCND2 KCND3 KCNIP2 KCNK1 KCNK10 KCNK12 KCNK13 KCNK15 KCNK16 KCNK17 KCNK18 KCNK2 KCNK3 KCNK4 KCNK5 KCNK6 KCNK7 KCNK9 KCNQ1 KCNT1 KCNT2 PKD2 GOMF_OXALATE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_OXALATE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY SLC26A1 SLC26A10P SLC26A2 SLC26A3 SLC26A4 SLC26A5 SLC26A6 SLC26A7 SLC26A8 SLC26A9 GOMF_OXIDATIVE_PHOSPHORYLATION_UNCOUPLER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_OXIDATIVE_PHOSPHORYLATION_UNCOUPLER_ACTIVITY SLC25A4 SLC25A5 UCP1 UCP2 UCP3 GOMF_OXIDATIVE_RNA_DEMETHYLASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_OXIDATIVE_RNA_DEMETHYLASE_ACTIVITY ALKBH1 ALKBH3 ALKBH5 FTO JMJD6 GOMF_OXIDIZED_DNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_OXIDIZED_DNA_BINDING BLM MSH2 MSH3 MSH6 MUTYH OGG1 POT1 RECQL4 RPS3 WRN XRCC1 GOMF_OXIDOREDUCTASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_OXIDOREDUCTASE_ACTIVITY AASS ABCC4 ACAA1 ACAD10 ACAD11 ACAD8 ACAD9 ACADL ACADM ACADS ACADSB ACADVL ACOX1 ACOX2 ACOX3 ACOXL ADH1A ADH1B ADH1C ADH4 ADH5 ADH6 ADH7 ADHFE1 ADI1 ADO AGMO AIFM1 AIFM2 AIFM3 AKR1A1 AKR1B1 AKR1B10 AKR1B15 AKR1C1 AKR1C2 AKR1C3 AKR1C4 AKR1C8 AKR1D1 AKR1E2 AKR7A2 AKR7A3 AKR7L ALDH16A1 ALDH18A1 ALDH1A1 ALDH1A2 ALDH1A3 ALDH1B1 ALDH1L1 ALDH1L2 ALDH2 ALDH3A1 ALDH3A2 ALDH3B1 ALDH3B2 ALDH4A1 ALDH5A1 ALDH6A1 ALDH7A1 ALDH8A1 ALDH9A1 ALKBH1 ALKBH2 ALKBH3 ALKBH4 ALKBH5 ALKBH6 ALKBH7 ALKBH8 ALOX12 ALOX12B ALOX15 ALOX15B ALOX5 ALOX5AP ALOXE3 AMBP AOC1 AOC2 AOC3 AOX1 APEX1 ASPDH ASPH ASPHD1 ASPHD2 BBOX1 BCKDHA BCKDHB BCO1 BCO2 BDH1 BDH2 BLVRA BLVRB CAT CBR1 CBR3 CBR4 CBS CCS CDO1 CH25H CHCHD4 CHDH CIAPIN1 CLIC2 CMAHP COQ6 COQ7 COX11 COX15 COX4I1 COX4I2 COX5A COX5B COX6A1 COX6A2 COX6B1 COX7A1 COX7A2 COX7A2L COX7B COX8A CP CPOX CRAT CRYL1 CRYM CRYZ CRYZL1 CTBP1 CTBP2 CYB561 CYB561A3 CYB561D1 CYB561D2 CYB5A CYB5B CYB5R1 CYB5R2 CYB5R3 CYB5R4 CYB5RL CYBA CYBB CYBRD1 CYC1 CYCS CYGB CYP11A1 CYP11B1 CYP11B2 CYP17A1 CYP19A1 CYP1A1 CYP1A2 CYP1B1 CYP20A1 CYP21A2 CYP24A1 CYP26A1 CYP26B1 CYP26C1 CYP27A1 CYP27B1 CYP27C1 CYP2A13 CYP2A6 CYP2A7 CYP2B6 CYP2C18 CYP2C19 CYP2C8 CYP2C9 CYP2D6 CYP2D7 CYP2E1 CYP2F1 CYP2G1P CYP2J2 CYP2R1 CYP2S1 CYP2U1 CYP2W1 CYP39A1 CYP3A4 CYP3A43 CYP3A5 CYP3A7 CYP46A1 CYP4A11 CYP4A22 CYP4B1 CYP4F11 CYP4F12 CYP4F2 CYP4F22 CYP4F3 CYP4F8 CYP4V2 CYP4X1 CYP4Z1 CYP4Z2P CYP51A1 CYP7A1 CYP7B1 CYP8B1 D2HGDH DAO DBH DCT DCXR DDO DECR1 DECR2 DEGS1 DEGS2 DHCR24 DHCR7 DHDH DHFR DHFR2 DHFRP1 DHODH DHRS1 DHRS11 DHRS12 DHRS13 DHRS2 DHRS3 DHRS4 DHRS4L1 DHRS4L2 DHRS7 DHRS7B DHRS7C DHRS9 DHRSX DHTKD1 DIO1 DIO2 DIO3 DLAT DLD DMGDH DNAJC10 DOHH DPYD DUOX1 DUOX2 DUS1L DUS2 DUS3L DUS4L EGLN1 EGLN2 EGLN3 EHHADH ENOX1 ENOX2 ENSG00000274276 EPX ERO1A ERO1B ETFA ETFB ETFDH ETHE1 F8 FA2H FADS1 FADS2 FADS2B FADS3 FADS6 FAR1 FAR2 FASN FAXDC2 FDX1 FDX2 FDXR FMO1 FMO2 FMO3 FMO4 FMO5 FOXRED1 FOXRED2 FRRS1 FTH1 FTMT FTO FXN G6PD GAPDH GAPDHS GCDH GFER GFOD1 GFOD2 GFUS GLDC GLRX GLRX2 GLUD1 GLUD2 GLYR1 GMPR GMPR2 GPD1 GPD1L GPD2 GPHN GPX1 GPX2 GPX3 GPX4 GPX5 GPX6 GPX7 GPX8 GRHPR GSR GSTA1 GSTK1 GSTM2 GSTO1 GSTO2 GSTP1 GSTT1 GSTZ1 H6PD HAAO HADH HADHA HADHB HAO1 HAO2 HBA1 HBA2 HBB HBD HBE1 HBG1 HBG2 HBM HBQ1 HBZ HEATR4 HEPH HEPHL1 HGD HIBADH HIF1AN HMGCR HMOX1 HMOX2 HPD HPDL HPGD HR HSD11B1 HSD11B1L HSD11B2 HSD17B1 HSD17B10 HSD17B11 HSD17B12 HSD17B13 HSD17B14 HSD17B2 HSD17B3 HSD17B4 HSD17B6 HSD17B7 HSD17B8 HSD3B1 HSD3B2 HSD3B7 HSDL1 HSDL2 HSPBAP1 HTATIP2 IDH1 IDH2 IDH3A IDH3B IDH3G IDO1 IDO2 IFI30 IL4I1 IMPDH1 IMPDH2 IPCEF1 IVD IYD JMJD1C JMJD4 JMJD6 JMJD7 KCNAB1 KCNAB2 KCNAB3 KDM1A KDM1B KDM2A KDM2B KDM3A KDM3B KDM4A KDM4B KDM4C KDM4D KDM4E KDM4F KDM5A KDM5B KDM5C KDM5D KDM6A KDM6B KDM7A KDM8 KDSR KIAA1191 KMO L2HGDH LACC1 LBR LDHA LDHAL6A LDHAL6B LDHB LDHC LDHD LIPF LOX LOXL1 LOXL2 LOXL3 LOXL4 LPO LTC4S MAOA MAOB MDH1 MDH1B MDH2 ME1 ME2 ME3 MECR MGST1 MGST2 MGST3 MICAL1 MICAL2 MICAL3 MIOX MMACHC MOXD1 MOXD2P MPO MRPS36 MSMO1 MSRA MSRB1 MSRB2 MSRB3 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MTARC1 MTARC2 MTCO2P12 MTHFD1 MTHFD1L MTHFD2 MTHFD2L MTHFR MTRR NCF1 NCF2 NDOR1 NDUFA1 NDUFA10 NDUFA12 NDUFA2 NDUFA3 NDUFA4 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAF5 NDUFB1 NDUFB10 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 NLRP11 NNT NOS1 NOS2 NOS3 NOX1 NOX3 NOX4 NOX5 NOXRED1 NQO1 NQO2 NSDHL NXN OGDH OGDHL OGFOD1 OGFOD2 OGFOD3 OXNAD1 OXR1 P3H1 P3H2 P3H3 P4HA1 P4HA2 P4HA3 P4HB P4HTM PAH PAM PAOX PARK7 PCBD1 PCBD2 PCYOX1 PCYOX1L PDHA1 PDHA2 PDHB PDHX PDIA2 PDIA3 PDIA4 PDIA5 PDIA6 PDPR PECR PEDS1 PGD PGK1 PHF2 PHF8 PHGDH PHYH PHYHD1 PIPOX PIR PLOD1 PLOD2 PLOD3 PNPO POR PPOX PRDX1 PRDX2 PRDX3 PRDX4 PRDX5 PRDX6 PRODH PRODH2 PRXL2B PTGES PTGES2 PTGIS PTGR1 PTGR2 PTGR3 PTGS1 PTGS2 PXDN PXDNL PYCR1 PYCR2 PYCR3 PYROXD1 PYROXD2 QDPR QSOX1 QSOX2 RDH10 RDH11 RDH12 RDH13 RDH14 RDH16 RDH5 RDH8 RETSAT RIOX1 RIOX2 RNLS RPE65 RRM1 RRM2 RRM2B RSAD1 RSBN1 RSBN1L RTN4IP1 SARDH SC5D SCCPDH SCD SCD5 SCO2 SDHA SDHB SDHC SDHD SDR16C5 SDR39U1 SDR42E1 SDR42E2 SDR9C7 SELENBP1 SELENOF SELENOM SELENON SELENOT SESN1 SESN2 SESN3 SLC27A5 SMOX SNCA SOD1 SOD2 SOD3 SORD SPR SQLE SQOR SRD5A1 SRD5A2 SRD5A3 SRXN1 STAB1 STAB2 STEAP1 STEAP2 STEAP3 STEAP4 SUMF1 SUOX SURF1 TBXAS1 TDO2 TECR TECRL TET1 TET2 TET3 TH TM7SF2 TMLHE TMX1 TMX2 TMX3 TMX4 TP53I3 TPH1 TPH2 TPO TXN TXN2 TXNDC12 TXNDC17 TXNDC2 TXNDC5 TXNDC8 TXNL1 TXNRD1 TXNRD2 TXNRD3 TYR TYRP1 TYW5 UEVLD UGDH UQCR10 UQCR11 UQCRC1 UQCRFS1 UQCRFS1P1 UQCRH UTY VAT1 VAT1L VCAM1 VKORC1 VKORC1L1 WWOX XDH GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_A_HEME_GROUP_OF_DONORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_A_HEME_GROUP_OF_DONORS COX15 COX4I1 COX4I2 COX5A COX5B COX6B1 COX7A1 COX7A2L COX7B COX8A CYB5A MT-CO1 MT-CO2 MT-CO3 MTCO2P12 SURF1 GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_A_SULFUR_GROUP_OF_DONORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_A_SULFUR_GROUP_OF_DONORS CCS CHCHD4 DLD DNAJC10 ERO1A ERO1B GFER GLRX GLRX2 GSR GSTO1 GSTO2 IFI30 MSRA MSRB1 MSRB2 MSRB3 NXN P4HB PCYOX1 PCYOX1L PDIA2 PDIA3 PDIA4 PDIA5 PDIA6 PGK1 PRDX3 QSOX1 QSOX2 SCO2 SELENBP1 SELENOT SESN2 SQOR SRXN1 STAB1 STAB2 SUMF1 SUOX TMX1 TMX2 TMX3 TMX4 TXN TXN2 TXNDC12 TXNDC17 TXNDC2 TXNDC5 TXNDC8 TXNL1 TXNRD1 TXNRD2 TXNRD3 GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_A_SULFUR_GROUP_OF_DONORS_DISULFIDE_AS_ACCEPTOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_A_SULFUR_GROUP_OF_DONORS_DISULFIDE_AS_ACCEPTOR DNAJC10 IFI30 MSRA MSRB1 MSRB2 MSRB3 TXN2 TXNDC12 GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_A_SULFUR_GROUP_OF_DONORS_NAD_P_AS_ACCEPTOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_A_SULFUR_GROUP_OF_DONORS_NAD_P_AS_ACCEPTOR DLD GSR NXN PGK1 PRDX3 SELENOT TXN TXNDC17 TXNDC2 TXNRD1 TXNRD2 TXNRD3 GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_A_SULFUR_GROUP_OF_DONORS_OXYGEN_AS_ACCEPTOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_A_SULFUR_GROUP_OF_DONORS_OXYGEN_AS_ACCEPTOR ERO1A ERO1B GFER P4HB PCYOX1 PCYOX1L QSOX1 QSOX2 SELENBP1 SUMF1 SUOX GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_CH_OH_GROUP_OF_DONORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_CH_OH_GROUP_OF_DONORS ABCC4 ADH1A ADH1B ADH1C ADH4 ADH5 ADH6 ADH7 ADHFE1 AKR1A1 AKR1B1 AKR1B10 AKR1B15 AKR1C1 AKR1C2 AKR1C3 AKR1C4 AKR1D1 AKR1E2 AKR7A2 AKR7A3 AKR7L ALDH3A1 ALDH3A2 BDH1 BDH2 CBR1 CBR3 CBR4 CHDH CRYL1 CTBP1 CTBP2 CYP27A1 CYP4A22 CYP4F2 CYP4F3 D2HGDH DCXR DHDH DHRS1 DHRS11 DHRS2 DHRS3 DHRS4 DHRS4L1 DHRS4L2 DHRS7 DHRS7B DHRS7C DHRS9 EHHADH FASN G6PD GFUS GLYR1 GPD1 GPD1L GPD2 GRHPR H6PD HADH HADHA HADHB HAO1 HAO2 HIBADH HMGCR HPGD HSD11B1 HSD11B2 HSD17B1 HSD17B10 HSD17B11 HSD17B12 HSD17B13 HSD17B14 HSD17B2 HSD17B3 HSD17B4 HSD17B6 HSD17B7 HSD17B8 HSD3B1 HSD3B2 HSD3B7 IDH1 IDH2 IDH3A IDH3B IDH3G IMPDH1 IMPDH2 KCNAB1 KCNAB2 KCNAB3 KDSR L2HGDH LDHA LDHAL6A LDHAL6B LDHB LDHC LDHD LIPF MDH1 MDH1B MDH2 ME1 ME2 ME3 MIOX NSDHL PGD PHGDH PRXL2B PTGR1 PTGR2 PTGR3 RDH10 RDH11 RDH12 RDH13 RDH14 RDH16 RDH5 RDH8 SDR16C5 SDR42E1 SDR42E2 SDR9C7 SORD SPR SRD5A2 UEVLD UGDH GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_CH_OR_CH2_GROUPS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_CH_OR_CH2_GROUPS ACOX2 CYP1A2 CYP2C8 CYP2C9 CYP3A4 RRM1 RRM2 RRM2B VKORC1 VKORC1L1 XDH GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_CH_OR_CH2_GROUPS_DISULFIDE_AS_ACCEPTOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_CH_OR_CH2_GROUPS_DISULFIDE_AS_ACCEPTOR RRM1 RRM2 RRM2B VKORC1 VKORC1L1 GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_DIPHENOLS_AND_RELATED_SUBSTANCES_AS_DONORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_DIPHENOLS_AND_RELATED_SUBSTANCES_AS_DONORS CYC1 CYP1A1 LACC1 MT-CYB NQO2 UQCR10 UQCRC1 UQCRFS1 UQCRFS1P1 UQCRH GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_METAL_IONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_METAL_IONS CP CYB561A3 CYB561D1 CYB561D2 CYBRD1 FRRS1 FTH1 FTMT FXN HEPH HEPHL1 MMACHC MTRR STEAP1 STEAP2 STEAP3 STEAP4 GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_METAL_IONS_NAD_OR_NADP_AS_ACCEPTOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_METAL_IONS_NAD_OR_NADP_AS_ACCEPTOR MMACHC MTRR STEAP1 STEAP2 STEAP3 STEAP4 GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_METAL_IONS_OXYGEN_AS_ACCEPTOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_METAL_IONS_OXYGEN_AS_ACCEPTOR CP FTH1 FTMT FXN HEPH HEPHL1 GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_NAD_P_H https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_NAD_P_H ADH4 AIFM1 AIFM2 AIFM3 AKR1A1 AKR1C1 AKR1C2 AKR1C3 AKR1C4 CBR1 CBR3 CBR4 COX15 CRYZ CRYZL1 CYB5R1 CYB5R2 CYB5R3 CYB5R4 CYB5RL CYBA CYBB DCXR DHRS4 DUOX1 DUOX2 ENOX1 FMO5 KMO MICAL1 MICAL2 MIOX MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MTRR NCF1 NCF2 NDOR1 NDUFA1 NDUFA10 NDUFA12 NDUFA2 NDUFA3 NDUFA4 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFB1 NDUFB10 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 NNT NOX1 NOX3 NOX4 NOX5 NQO1 NQO2 POR RNLS TP53I3 GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_NAD_P_H_HEME_PROTEIN_AS_ACCEPTOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_NAD_P_H_HEME_PROTEIN_AS_ACCEPTOR COX15 CYB5R1 CYB5R2 CYB5R3 CYB5R4 CYB5RL MTRR NDOR1 NQO1 POR GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_NAD_P_H_OXYGEN_AS_ACCEPTOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_NAD_P_H_OXYGEN_AS_ACCEPTOR AIFM1 CYB5R4 CYBA CYBB DUOX1 DUOX2 FMO5 KMO MICAL1 MICAL2 NCF1 NCF2 NOX1 NOX3 NOX4 NOX5 GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_NAD_P_H_QUINONE_OR_SIMILAR_COMPOUND_AS_ACCEPTOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_NAD_P_H_QUINONE_OR_SIMILAR_COMPOUND_AS_ACCEPTOR ADH4 AIFM2 AKR1C1 AKR1C2 AKR1C3 AKR1C4 CBR1 CBR3 CBR4 CRYZ CRYZL1 DCXR DHRS4 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 NDUFA1 NDUFA10 NDUFA12 NDUFA2 NDUFA3 NDUFA4 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFB1 NDUFB10 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 NQO1 NQO2 TP53I3 GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_OTHER_NITROGENOUS_COMPOUNDS_AS_DONORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_OTHER_NITROGENOUS_COMPOUNDS_AS_DONORS ALDH2 CBS CYB5B CYB5R3 ENSG00000274276 GMPR GMPR2 GPHN MTARC1 MTARC2 NQO2 GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_OTHER_NITROGENOUS_COMPOUNDS_AS_DONORS_CYTOCHROME_AS_ACCEPTOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_OTHER_NITROGENOUS_COMPOUNDS_AS_DONORS_CYTOCHROME_AS_ACCEPTOR CBS CYB5B CYB5R3 ENSG00000274276 MTARC1 GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_PAIRED_DONORS_WITH_INCORPORATION_OR_REDUCTION_OF_MOLECULAR_OXYGEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_PAIRED_DONORS_WITH_INCORPORATION_OR_REDUCTION_OF_MOLECULAR_OXYGEN AGMO AKR1C1 AKR1C2 AKR1C3 AKR1C4 AKR1D1 ALKBH1 ALKBH2 ALKBH3 ALKBH4 ALKBH5 ALKBH8 ASPH BBOX1 CH25H CMAHP COQ6 COQ7 CYP11A1 CYP11B1 CYP11B2 CYP17A1 CYP19A1 CYP1A1 CYP1A2 CYP1B1 CYP20A1 CYP21A2 CYP24A1 CYP26A1 CYP26B1 CYP26C1 CYP27A1 CYP27B1 CYP27C1 CYP2A13 CYP2A6 CYP2A7 CYP2B6 CYP2C18 CYP2C19 CYP2C8 CYP2C9 CYP2D6 CYP2D7 CYP2E1 CYP2F1 CYP2G1P CYP2J2 CYP2R1 CYP2S1 CYP2U1 CYP2W1 CYP39A1 CYP3A4 CYP3A43 CYP3A5 CYP3A7 CYP46A1 CYP4A11 CYP4A22 CYP4B1 CYP4F11 CYP4F12 CYP4F2 CYP4F22 CYP4F3 CYP4F8 CYP4V2 CYP4X1 CYP4Z1 CYP4Z2P CYP51A1 CYP7A1 CYP7B1 CYP8B1 DBH DEGS1 DEGS2 DOHH EGLN1 EGLN2 EGLN3 FADS1 FADS2 FADS2B FADS3 FADS6 FAXDC2 FMO1 FMO2 FMO3 FMO4 FMO5 FTO HIF1AN HMOX1 HMOX2 HR HSPBAP1 JMJD4 JMJD6 JMJD7 KDM1A KDM1B KDM2A KDM2B KDM3A KDM3B KDM4A KDM4B KDM4C KDM4D KDM4E KDM5A KDM5B KDM5C KDM5D KDM6A KDM6B KDM7A KDM8 KMO MICAL1 MICAL2 MICAL3 MOXD1 MOXD2P MSMO1 NLRP11 NOS1 NOS2 NOS3 OGFOD1 OGFOD2 OGFOD3 P3H1 P3H2 P3H3 P4HA1 P4HA2 P4HA3 P4HB P4HTM PAH PAM PCBD1 PCBD2 PEDS1 PHF2 PHF8 PHYH PHYHD1 PLOD1 PLOD2 PLOD3 PTGIS PTGS1 PTGS2 RIOX1 RIOX2 RSBN1 SC5D SCD SCD5 SQLE TBXAS1 TET1 TET2 TET3 TH TMLHE TPH1 TPH2 TPO TYR TYRP1 TYW5 UTY GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_PAIRED_DONORS_WITH_INCORPORATION_OR_REDUCTION_OF_MOLECULAR_OXYGEN_ANOTHER_COMPOUND_AS_ONE_DONOR_AND_INCORPORATION_OF_ONE_ATOM_OF_OXYGEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_PAIRED_DONORS_WITH_INCORPORATION_OR_REDUCTION_OF_MOLECULAR_OXYGEN_ANOTHER_COMPOUND_AS_ONE_DONOR_AND_INCORPORATION_OF_ONE_ATOM_OF_OXYGEN CH25H CMAHP FAXDC2 MSMO1 TYR TYRP1 GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_PAIRED_DONORS_WITH_INCORPORATION_OR_REDUCTION_OF_MOLECULAR_OXYGEN_NAD_P_H_AS_ONE_DONOR_AND_INCORPORATION_OF_ONE_ATOM_OF_OXYGEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_PAIRED_DONORS_WITH_INCORPORATION_OR_REDUCTION_OF_MOLECULAR_OXYGEN_NAD_P_H_AS_ONE_DONOR_AND_INCORPORATION_OF_ONE_ATOM_OF_OXYGEN AKR1C1 AKR1C2 AKR1C3 AKR1C4 AKR1D1 COQ6 COQ7 CYP1A1 CYP26A1 CYP26B1 CYP27A1 CYP27B1 CYP2B6 CYP2C19 CYP2C9 CYP2D6 CYP2E1 CYP3A4 CYP46A1 CYP4F11 CYP4F2 CYP4X1 CYP51A1 CYP7A1 CYP7B1 FMO1 FMO2 FMO3 FMO4 FMO5 KMO MICAL1 MICAL2 MICAL3 NOS1 NOS2 NOS3 SQLE GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_PAIRED_DONORS_WITH_INCORPORATION_OR_REDUCTION_OF_MOLECULAR_OXYGEN_REDUCED_ASCORBATE_AS_ONE_DONOR_AND_INCORPORATION_OF_ONE_ATOM_OF_OXYGEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_PAIRED_DONORS_WITH_INCORPORATION_OR_REDUCTION_OF_MOLECULAR_OXYGEN_REDUCED_ASCORBATE_AS_ONE_DONOR_AND_INCORPORATION_OF_ONE_ATOM_OF_OXYGEN DBH MOXD1 MOXD2P NLRP11 PAM GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_PAIRED_DONORS_WITH_INCORPORATION_OR_REDUCTION_OF_MOLECULAR_OXYGEN_REDUCED_FLAVIN_OR_FLAVOPROTEIN_AS_ONE_DONOR_AND_INCORPORATION_OF_ONE_ATOM_OF_OXYGEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_PAIRED_DONORS_WITH_INCORPORATION_OR_REDUCTION_OF_MOLECULAR_OXYGEN_REDUCED_FLAVIN_OR_FLAVOPROTEIN_AS_ONE_DONOR_AND_INCORPORATION_OF_ONE_ATOM_OF_OXYGEN COQ6 CYP19A1 CYP1A1 CYP1A2 CYP1B1 CYP26C1 CYP2A13 CYP2A6 CYP2A7 CYP2B6 CYP2C18 CYP2C19 CYP2C8 CYP2C9 CYP2D6 CYP2D7 CYP2E1 CYP2F1 CYP2J2 CYP2R1 CYP2S1 CYP2U1 CYP2W1 CYP39A1 CYP3A4 CYP3A43 CYP3A5 CYP3A7 CYP4A11 CYP4A22 CYP4B1 CYP4F11 CYP4F12 CYP4F2 CYP4F3 CYP4F8 CYP4V2 CYP4Z1 CYP7A1 CYP7B1 CYP8B1 HMOX1 HMOX2 GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_PAIRED_DONORS_WITH_INCORPORATION_OR_REDUCTION_OF_MOLECULAR_OXYGEN_REDUCED_IRON_SULFUR_PROTEIN_AS_ONE_DONOR_AND_INCORPORATION_OF_ONE_ATOM_OF_OXYGEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_PAIRED_DONORS_WITH_INCORPORATION_OR_REDUCTION_OF_MOLECULAR_OXYGEN_REDUCED_IRON_SULFUR_PROTEIN_AS_ONE_DONOR_AND_INCORPORATION_OF_ONE_ATOM_OF_OXYGEN CYP11A1 CYP11B1 CYP11B2 CYP2U1 CYP4A11 CYP4A22 CYP4F12 CYP4F2 CYP4F8 GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_PAIRED_DONORS_WITH_INCORPORATION_OR_REDUCTION_OF_MOLECULAR_OXYGEN_REDUCED_PTERIDINE_AS_ONE_DONOR_AND_INCORPORATION_OF_ONE_ATOM_OF_OXYGEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_PAIRED_DONORS_WITH_INCORPORATION_OR_REDUCTION_OF_MOLECULAR_OXYGEN_REDUCED_PTERIDINE_AS_ONE_DONOR_AND_INCORPORATION_OF_ONE_ATOM_OF_OXYGEN AGMO PAH PCBD1 PCBD2 TH TPH1 TPH2 GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_PAIRED_DONORS_WITH_OXIDATION_OF_A_PAIR_OF_DONORS_RESULTING_IN_THE_REDUCTION_OF_MOLECULAR_OXYGEN_TO_TWO_MOLECULES_OF_WATER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_PAIRED_DONORS_WITH_OXIDATION_OF_A_PAIR_OF_DONORS_RESULTING_IN_THE_REDUCTION_OF_MOLECULAR_OXYGEN_TO_TWO_MOLECULES_OF_WATER DEGS1 DEGS2 FADS1 FADS2 FADS2B FADS3 FADS6 PEDS1 SC5D SCD SCD5 GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_PEROXIDE_AS_ACCEPTOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_PEROXIDE_AS_ACCEPTOR ALOX5AP CAT CLIC2 CYGB DUOX1 DUOX2 EPX GPX1 GPX2 GPX3 GPX4 GPX5 GPX6 GPX7 GPX8 GSTA1 GSTK1 GSTM2 GSTP1 GSTT1 GSTZ1 HBA1 HBA2 HBB HBD HBE1 HBG1 HBG2 HBM HBQ1 HBZ IPCEF1 LPO LTC4S MGST1 MGST2 MGST3 MPO PARK7 PRDX1 PRDX2 PRDX3 PRDX4 PRDX5 PRDX6 PTGES PTGS1 PTGS2 PXDN PXDNL SELENOF SESN1 SESN2 SESN3 TPO TXNDC17 TXNRD1 GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_SINGLE_DONORS_WITH_INCORPORATION_OF_MOLECULAR_OXYGEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_SINGLE_DONORS_WITH_INCORPORATION_OF_MOLECULAR_OXYGEN ADI1 ADO ALOX12 ALOX12B ALOX15 ALOX15B ALOX5 ALOX5AP ALOXE3 BCO1 BCO2 CDO1 ETHE1 HAAO HGD HPD HPDL IDO1 IDO2 MIOX PIR PTGS1 PTGS2 RPE65 TDO2 GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_THE_ALDEHYDE_OR_OXO_GROUP_OF_DONORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_THE_ALDEHYDE_OR_OXO_GROUP_OF_DONORS ADH4 ADH5 ADH7 AKR1B1 AKR1B10 AKR1C3 AKR1C4 ALDH16A1 ALDH18A1 ALDH1A1 ALDH1A2 ALDH1A3 ALDH1B1 ALDH1L1 ALDH1L2 ALDH2 ALDH3A1 ALDH3A2 ALDH3B1 ALDH3B2 ALDH4A1 ALDH5A1 ALDH6A1 ALDH7A1 ALDH8A1 ALDH9A1 AOX1 BCKDHA BCKDHB CYP27A1 DHTKD1 DLAT DLD FAR1 FAR2 FMO5 GAPDH GAPDHS HAO1 HSD17B12 MRPS36 OGDH OGDHL PDHA1 PDHA2 PDHB PDHX RDH11 GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_THE_ALDEHYDE_OR_OXO_GROUP_OF_DONORS_DISULFIDE_AS_ACCEPTOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_THE_ALDEHYDE_OR_OXO_GROUP_OF_DONORS_DISULFIDE_AS_ACCEPTOR BCKDHA BCKDHB DHTKD1 MRPS36 OGDH OGDHL PDHA1 PDHA2 PDHB GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_THE_ALDEHYDE_OR_OXO_GROUP_OF_DONORS_NAD_OR_NADP_AS_ACCEPTOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_THE_ALDEHYDE_OR_OXO_GROUP_OF_DONORS_NAD_OR_NADP_AS_ACCEPTOR ADH4 ADH5 AKR1B1 AKR1B10 AKR1C3 AKR1C4 ALDH16A1 ALDH18A1 ALDH1A1 ALDH1A2 ALDH1A3 ALDH1B1 ALDH1L1 ALDH1L2 ALDH2 ALDH3A1 ALDH3A2 ALDH3B1 ALDH3B2 ALDH4A1 ALDH5A1 ALDH6A1 ALDH7A1 ALDH8A1 ALDH9A1 CYP27A1 DLAT DLD FAR1 FAR2 GAPDH GAPDHS HSD17B12 OGDH PDHA1 PDHA2 PDHB PDHX RDH11 GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_THE_CH_CH_GROUP_OF_DONORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_THE_CH_CH_GROUP_OF_DONORS ACAA1 ACAD10 ACAD11 ACAD8 ACAD9 ACADL ACADM ACADS ACADSB ACADVL ACOX1 ACOX2 ACOX3 ACOXL AKR1C1 AKR1C2 AKR1C3 AKR1D1 BDH2 BLVRA BLVRB COX15 CPOX CRAT CYP2S1 DECR1 DECR2 DHCR24 DHCR7 DHDH DHODH DPYD DUS1L DUS2 DUS3L DUS4L FASN GCDH IVD LBR MECR PECR PPOX PTGES2 PTGR1 PTGR2 PTGR3 RETSAT RSAD1 SDHA SDHB SDHC SDHD SRD5A1 SRD5A2 SRD5A3 TBXAS1 TECR TECRL TM7SF2 GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_THE_CH_CH_GROUP_OF_DONORS_NAD_OR_NADP_AS_ACCEPTOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_THE_CH_CH_GROUP_OF_DONORS_NAD_OR_NADP_AS_ACCEPTOR AKR1C1 AKR1C2 AKR1C3 AKR1D1 BDH2 BLVRA BLVRB CYP2S1 DECR1 DECR2 DHCR24 DHCR7 DHDH DPYD DUS1L DUS2 DUS3L DUS4L FASN LBR MECR PECR PTGES2 PTGR1 PTGR2 PTGR3 SRD5A1 SRD5A2 SRD5A3 TBXAS1 TECR TM7SF2 GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_THE_CH_CH_GROUP_OF_DONORS_OXYGEN_AS_ACCEPTOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_THE_CH_CH_GROUP_OF_DONORS_OXYGEN_AS_ACCEPTOR ACAA1 ACADL ACOX1 ACOX2 ACOX3 ACOXL CPOX CRAT PPOX RSAD1 GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_THE_CH_CH_GROUP_OF_DONORS_WITH_A_FLAVIN_AS_ACCEPTOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_THE_CH_CH_GROUP_OF_DONORS_WITH_A_FLAVIN_AS_ACCEPTOR ACAD10 ACAD11 ACAD8 ACAD9 ACADL ACADM ACADS ACADSB ACADVL GCDH IVD TECR GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_THE_CH_NH2_GROUP_OF_DONORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_THE_CH_NH2_GROUP_OF_DONORS AOC1 AOC2 AOC3 ASPDH DAO DDO GLDC GLUD1 GLUD2 IL4I1 LOX LOXL1 LOXL2 LOXL3 LOXL4 MAOA MAOB PNPO RNLS VCAM1 GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_THE_CH_NH2_GROUP_OF_DONORS_OXYGEN_AS_ACCEPTOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_THE_CH_NH2_GROUP_OF_DONORS_OXYGEN_AS_ACCEPTOR AOC1 AOC2 AOC3 DAO DDO IL4I1 LOX LOXL1 LOXL2 LOXL3 LOXL4 MAOA MAOB PNPO RNLS VCAM1 GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_THE_CH_NH_GROUP_OF_DONORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_THE_CH_NH_GROUP_OF_DONORS AASS AIFM2 ALDH1L1 ALDH1L2 BLVRB CRYM DHFR DHFR2 DHFRP1 DMGDH ETFDH IL4I1 MTHFD1 MTHFD1L MTHFD2 MTHFD2L MTHFR NOXRED1 PAOX PIPOX PRODH PRODH2 PYCR1 PYCR2 PYCR3 QDPR SARDH SMOX GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_THE_CH_NH_GROUP_OF_DONORS_NAD_OR_NADP_AS_ACCEPTOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_OXIDOREDUCTASE_ACTIVITY_ACTING_ON_THE_CH_NH_GROUP_OF_DONORS_NAD_OR_NADP_AS_ACCEPTOR AASS ALDH1L1 ALDH1L2 BLVRB CRYM DHFR DHFR2 DHFRP1 MTHFD1 MTHFD1L MTHFD2 MTHFD2L MTHFR NOXRED1 PYCR1 PYCR2 PYCR3 QDPR GOMF_OXIDOREDUCTION_DRIVEN_ACTIVE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_OXIDOREDUCTION_DRIVEN_ACTIVE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY COX15 COX4I1 COX4I2 COX5A COX5B COX6B1 COX7A1 COX7A2L COX7B COX8A CYB561A3 CYB561D1 CYB561D2 CYB5A CYBRD1 CYC1 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MTCO2P12 NDUFA1 NDUFA10 NDUFA12 NDUFA2 NDUFA3 NDUFA4 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFB1 NDUFB10 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 SURF1 UQCR10 UQCRC1 UQCRFS1 UQCRFS1P1 UQCRH GOMF_OXO_ACID_LYASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_OXO_ACID_LYASE_ACTIVITY CLYBL HMGCL HMGCLL1 HOGA1 NPL TYW1 TYW1B GOMF_OXYGEN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_OXYGEN_BINDING ADGB ALB CBS CYGB CYP17A1 CYP19A1 CYP1A1 CYP26A1 CYP2A7 CYP2C18 CYP2C19 CYP2E1 CYP2F1 CYP3A4 CYP3A5 CYP3A7 CYP4B1 CYP8B1 EGLN2 ENSG00000274276 HBA1 HBA2 HBB HBD HBE1 HBG1 HBG2 HBM HBQ1 HBZ HIF1AN MB NDUFS2 NGB NOX4 PARK7 SOD2 TDO2 TH GOMF_OXYGEN_CARRIER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_OXYGEN_CARRIER_ACTIVITY CYGB HBA1 HBA2 HBB HBD HBE1 HBG1 HBG2 HBM HBQ1 HBZ IPCEF1 MB NGB GOMF_OXYGEN_SENSOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_OXYGEN_SENSOR_ACTIVITY EGLN2 HIF1AN NDUFS2 NOX4 PARK7 GOMF_OXYSTEROL_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_OXYSTEROL_BINDING GPR141 GPR183 INSIG1 INSIG2 OSBP OSBPL5 RORA RORC GOMF_O_ACETYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_O_ACETYLTRANSFERASE_ACTIVITY CASD1 CHAT CRAT GNPAT IFNB1 LPCAT1 LPCAT2 LPCAT4 GOMF_O_ACYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_O_ACYLTRANSFERASE_ACTIVITY ABHD5 ACAT1 AGPAT1 AGPAT2 AGPAT3 AGPAT4 AGPAT5 AWAT1 AWAT2 CASD1 CHAT CPT1A CPT1B CPT1C CPT2 CRAT CRLS1 CROT DGAT1 DGAT2 DGAT2L6 GNPAT GPAM GPAT2 GPAT3 GPAT4 HHAT IFNB1 LCAT LCLAT1 LPCAT1 LPCAT2 LPCAT3 LPCAT4 LPGAT1 LRAT MBOAT1 MBOAT2 MBOAT4 MBOAT7 MOGAT1 MOGAT2 MOGAT3 PIGW PLA2G15 PLA2G4A PLA2G4C PLAAT1 PNPLA2 PNPLA3 PNPLA4 PRDX6 SOAT1 SOAT2 TAFAZZIN GOMF_O_METHYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_O_METHYLTRANSFERASE_ACTIVITY ARMT1 ASMT ASMTL BCDIN3D CMTR1 CMTR2 COMT COMTD1 COQ3 FTSJ1 FTSJ3 HENMT1 ICMT LCMT1 MEPCE MRM1 MRM2 MRM3 PCMT1 PCMTD1 PCMTD2 TRMT13 TRMT44 GOMF_O_PALMITOYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_O_PALMITOYLTRANSFERASE_ACTIVITY CPT1A CPT1B CPT1C CPT2 LRAT GOMF_P53_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_P53_BINDING ANKRD1 AXIN1 BLM BRCA1 BRD4 BRD7 CDK5 CDKN2AIP CHD8 CREBBP DAXX DAZAP2 DUSP26 EHMT1 EHMT2 EP300 GATA1 GSK3B HDAC1 HIF1A HSPD1 HTT KDM1A MAPKAPK5 MDM2 MSX1 MUC1 MUL1 NOP53 NTRK3 NUAK1 PLK3 POU4F2 PPP1R13B PRMT5 PSME3 PTTG1IP RCHY1 RFFL RFWD3 RNF125 RNF20 RNF34 SETD7 SIRT1 SMARCA4 SMARCB1 SMYD2 STK11 TAF1 TAF3 TAF9 TEP1 TP53 TP53BP1 TP53BP2 TP53RK TP63 TP73 TRIAP1 TRIM24 TRIM29 USP10 USP7 ZNF385A ZNF385B GOMF_PALMITOYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PALMITOYLTRANSFERASE_ACTIVITY CPT1A CPT1B CPT1C CPT2 GLUL HHAT LRAT SPTLC1 SPTLC2 SPTLC3 SPTSSA SPTSSB YKT6 ZDHHC1 ZDHHC11 ZDHHC11B ZDHHC12 ZDHHC13 ZDHHC14 ZDHHC15 ZDHHC16 ZDHHC17 ZDHHC18 ZDHHC19 ZDHHC2 ZDHHC20 ZDHHC21 ZDHHC22 ZDHHC23 ZDHHC24 ZDHHC3 ZDHHC4 ZDHHC5 ZDHHC6 ZDHHC7 ZDHHC8 ZDHHC9 GOMF_PALMITOYL_COA_HYDROLASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PALMITOYL_COA_HYDROLASE_ACTIVITY ACAA2 ACOT1 ACOT11 ACOT13 ACOT2 ACOT4 ACOT7 ACOT8 ACOT9 BAAT ENSG00000205794 MBLAC2 OLAH PLA2G6 PPT1 THEM4 THEM5 GOMF_PALMITOYL_HYDROLASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PALMITOYL_HYDROLASE_ACTIVITY ABHD10 ABHD12 ABHD13 ABHD17A ABHD17B ABHD17C LYPLA1 LYPLA2 LYPLAL1 PPT1 PPT2 GOMF_PASSIVE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PASSIVE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ABCC8 ABCC9 ANO1 ANO10 ANO2 ANO3 ANO4 ANO5 ANO6 ANO7 ANO8 ANO9 ANXA2 ANXA2P2 ANXA6 ANXA9 APOL1 AQP1 AQP10 AQP11 AQP12A AQP12B AQP2 AQP3 AQP4 AQP5 AQP6 AQP7 AQP7B AQP7P3 AQP8 AQP9 ASIC1 ASIC2 ASIC3 ASIC4 ASIC5 ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5F1EP2 ATP5ME ATP5MF ATP5MG ATP5MGL ATP5PB ATP5PD ATP5PF ATP5PO ATP6V0C ATP6V1A BAK1 BAX BCL2 BCL2A1 BEST1 BEST2 BEST3 BEST4 BNIP1 BSND CACHD1 CACNA1A CACNA1B CACNA1C CACNA1D CACNA1E CACNA1F CACNA1G CACNA1H CACNA1I CACNA1S CACNA2D1 CACNA2D2 CACNA2D3 CACNA2D4 CACNB1 CACNB2 CACNB3 CACNB4 CACNG1 CACNG2 CACNG3 CACNG4 CACNG5 CACNG6 CACNG7 CACNG8 CALHM1 CALHM2 CALHM3 CALHM4 CALHM5 CALHM6 CATSPER1 CATSPER2 CATSPER3 CATSPER4 CCDC51 CCT8L2 CFTR CHRFAM7A CHRNA1 CHRNA10 CHRNA2 CHRNA3 CHRNA4 CHRNA5 CHRNA6 CHRNA7 CHRNA9 CHRNB1 CHRNB2 CHRNB3 CHRNB4 CHRND CHRNE CHRNG CLCA1 CLCA2 CLCA3P CLCA4 CLCC1 CLCN1 CLCN2 CLCN3 CLCN4 CLCN5 CLCN6 CLCN7 CLCNKA CLCNKB CLDN17 CLDN4 CLIC1 CLIC2 CLIC3 CLIC4 CLIC5 CLIC6 CNGA1 CNGA2 CNGA3 CNGA4 CNGB1 CNGB3 CUL5 CYBB DCD FKBP1B FXYD1 FXYD3 FXYD4 GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRB1 GABRB2 GABRB3 GABRD GABRE GABRG1 GABRG2 GABRG3 GABRP GABRQ GABRR1 GABRR2 GABRR3 GJA1 GJA10 GJA3 GJA4 GJA5 GJA8 GJA9 GJB1 GJB2 GJB3 GJB4 GJB5 GJB6 GJB7 GJC1 GJC2 GJC3 GJD2 GJD3 GJD4 GJE1 GLRA1 GLRA2 GLRA3 GLRB GPM6A GPR89A GPR89B GRIA1 GRIA2 GRIA3 GRIA4 GRID1 GRID2 GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B GSDMA GSDMD GSDME HCN1 HCN2 HCN3 HCN4 HTR1B HTR3A HTR3B HTR3C HTR3D HTR3E HVCN1 ITGAV ITPR1 ITPR2 ITPR3 KCNA1 KCNA10 KCNA2 KCNA3 KCNA4 KCNA5 KCNA6 KCNA7 KCNAB1 KCNAB2 KCNAB3 KCNB1 KCNB2 KCNC1 KCNC2 KCNC3 KCNC4 KCND1 KCND2 KCND3 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNF1 KCNG1 KCNG2 KCNG3 KCNG4 KCNH1 KCNH2 KCNH3 KCNH4 KCNH5 KCNH6 KCNH7 KCNH8 KCNIP1 KCNIP2 KCNIP3 KCNIP4 KCNJ1 KCNJ10 KCNJ11 KCNJ12 KCNJ13 KCNJ14 KCNJ15 KCNJ16 KCNJ18 KCNJ2 KCNJ3 KCNJ4 KCNJ5 KCNJ6 KCNJ8 KCNJ9 KCNK1 KCNK10 KCNK12 KCNK13 KCNK15 KCNK16 KCNK17 KCNK18 KCNK2 KCNK3 KCNK4 KCNK5 KCNK6 KCNK7 KCNK9 KCNMA1 KCNMB1 KCNMB2 KCNMB3 KCNMB4 KCNN1 KCNN2 KCNN3 KCNN4 KCNQ1 KCNQ2 KCNQ3 KCNQ4 KCNQ5 KCNS1 KCNS2 KCNS3 KCNT1 KCNT2 KCNU1 KCNV1 KCNV2 LRRC26 LRRC38 LRRC52 LRRC55 LRRC8A LRRC8B LRRC8C LRRC8D LRRC8E MCL1 MCOLN1 MCOLN2 MCOLN3 MCU MCUB MFSD8 MIP MPV17 MT-ATP6 MT-ATP8 NALCN NALF1 NALF2 NCS1 NMUR2 NOX1 NOX5 OCA2 OPRM1 ORAI1 ORAI2 ORAI3 OTOP1 OTOP2 OTOP3 P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX6 P2RX7 PACC1 PANX1 PANX2 PANX3 PDPN PIEZO1 PIEZO2 PKD1 PKD1L1 PKD1L2 PKD1L3 PKD2 PKD2L1 PKD2L2 PKDREJ PRF1 PSEN1 PTK2B RASA3 RHAG RHBG RHCE RHCG RHD RYR1 RYR2 RYR3 SCN10A SCN11A SCN1A SCN1B SCN2A SCN2B SCN3A SCN3B SCN4A SCN4B SCN5A SCN7A SCN8A SCN9A SCNN1A SCNN1B SCNN1D SCNN1G SEC61A1 SHROOM2 SLC12A2 SLC12A4 SLC12A5 SLC12A6 SLC12A7 SLC14A1 SLC17A3 SLC17A6 SLC17A7 SLC17A8 SLC1A1 SLC1A4 SLC1A5 SLC1A7 SLC24A1 SLC24A2 SLC24A3 SLC24A4 SLC24A5 SLC26A11 SLC26A6 SLC26A7 SLC26A8 SLC26A9 SLC4A11 SLC5A8 SLC6A4 SLC9C1 SNAP25 STIM2 TMC1 TMC2 TMC3 TMC4 TMC5 TMC6 TMC7 TMC8 TMCO1 TMEM109 TMEM120A TMEM120B TMEM150C TMEM175 TMEM266 TMEM37 TMEM38A TMEM38B TMEM63A TMEM63B TMEM63C TOMM40 TOMM40L TPCN1 TPCN2 TRPA1 TRPC1 TRPC3 TRPC4 TRPC4AP TRPC5 TRPC6 TRPC7 TRPM1 TRPM2 TRPM3 TRPM4 TRPM5 TRPM6 TRPM7 TRPM8 TRPV1 TRPV2 TRPV3 TRPV4 TRPV5 TRPV6 TSPOAP1 TTYH1 TTYH2 TTYH3 UNC80 VDAC1 VDAC2 VDAC3 ZACN GOMF_PATCHED_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PATCHED_BINDING BBS1 CAV1 CCNB1 DHH IHH PTCH1 SHH SMO GOMF_PATTERN_RECOGNITION_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PATTERN_RECOGNITION_RECEPTOR_ACTIVITY AIM2 CARD8 CD14 CD36 CLEC4D CLEC4E CLEC6A CLEC7A COLEC12 DHX16 DMBT1 FCN1 IFIH1 LY96 MARCO NLRP1 NLRP6 NOD1 NOD2 PGLYRP1 PGLYRP2 PGLYRP3 PGLYRP4 PTAFR RIGI SCARB1 TLR2 TLR3 TLR4 TLR5 TLR7 TLR8 TLR9 TRIM5 GOMF_PDZ_DOMAIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PDZ_DOMAIN_BINDING ACOX1 ACVR2A ADAM17 ADGRB1 ADRB1 ARHGAP29 ARHGEF16 ATP2B1 ATP2B2 ATP2B3 ATP2B4 BAIAP2 CACNG3 CADM1 CCDC88C CFTR CIT CLCN3 CRIM1 CRIPT CXADR CXXC4 DLG4 DOCK4 DTNA ERC1 EXOC4 F11R FZD1 FZD2 FZD3 FZD4 FZD7 FZD8 GNG12 GNG5 GPR37 GRIA1 GRID2 GRIK2 KCNJ4 KIDINS220 KIF14 LIN7B LLGL2 LNX1 LNX2 LPAR1 LPAR2 MAP2K2 MPP3 MUC17 NHERF1 NKD1 NLGN1 NSF PDZK1 PLEKHA1 PLEKHA2 PRKN PSEN1 PTEN RAPGEF2 RPS6KB1 SDC2 SHISA6 SHISA9 SLC22A12 SLC22A4 SLC22A5 SLC26A6 SLC34A1 SLC9A3 SNTA1 SNTB1 SNTG2 SRR SSTR2 SYNJ2 TAMALIN TBC1D10A TGFBR3 TMEM88 TMEM88B USHBP1 GOMF_PENTOSYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PENTOSYLTRANSFERASE_ACTIVITY APRT ARF4 ART1 ART3 ART4 ART5 GXYLT1 GXYLT2 HPRT1 LACC1 LARGE1 LARGE2 MTAP NAMPT PARP1 PARP10 PARP11 PARP12 PARP14 PARP15 PARP16 PARP2 PARP3 PARP4 PARP6 PARP8 PARP9 PNP POGLUT1 POGLUT2 POGLUT3 PPAT PRTFDC1 QPRT QTRT1 QTRT2 RXYLT1 SIRT1 SIRT2 SIRT3 SIRT4 SIRT5 SIRT6 TIPARP TNKS TNKS2 TYMP UMPS UPP1 UPP2 XXYLT1 XYLT1 XYLT2 ZC3HAV1 GOMF_PEPTIDASE_ACTIVATOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PEPTIDASE_ACTIVATOR_ACTIVITY ADRM1 AIM2 APAF1 APH1A APH1B ATP2A3 BAD BCL2L13 BEX3 CARD8 CASP1 CASP8AP2 CAV1 CLPX CTSC CTSH CTSK CTSL CTSS CTSV EBAG9 FBLN1 FN1 MAL NKX3-1 NLRC4 NLRP1 NLRP12 NLRP3 NOD1 PCOLCE PCOLCE2 PINK1 PRSS22 PSENEN PSMD14 PSME1 PSME2 PSME3 PSME4 PYCARD RACK1 RPS27L SFRP2 ST20 SVBP TANK TGFB1 TIFAB VCP VSIR WDR48 GOMF_PEPTIDASE_ACTIVATOR_ACTIVITY_INVOLVED_IN_APOPTOTIC_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PEPTIDASE_ACTIVATOR_ACTIVITY_INVOLVED_IN_APOPTOTIC_PROCESS APAF1 ATP2A3 BAD BCL2L13 BEX3 CARD8 CASP1 CASP8AP2 CTSC CTSH CTSK CTSL CTSS CTSV EBAG9 MAL NKX3-1 NLRP1 NLRP12 NOD1 PYCARD RACK1 RPS27L ST20 GOMF_PEPTIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PEPTIDASE_ACTIVITY ABHD17B ACE ACE2 ACR ACTMAP ADAM10 ADAM11 ADAM12 ADAM15 ADAM17 ADAM18 ADAM19 ADAM2 ADAM20 ADAM21 ADAM22 ADAM23 ADAM28 ADAM29 ADAM30 ADAM32 ADAM33 ADAM7 ADAM8 ADAM9 ADAMDEC1 ADAMTS1 ADAMTS10 ADAMTS12 ADAMTS13 ADAMTS14 ADAMTS15 ADAMTS16 ADAMTS17 ADAMTS18 ADAMTS19 ADAMTS2 ADAMTS20 ADAMTS3 ADAMTS4 ADAMTS5 ADAMTS6 ADAMTS7 ADAMTS8 ADAMTS9 ADAMTSL2 ADGB ADGRG6 AEBP1 AFG3L2 AGA AGBL1 AGBL2 AGBL3 AGBL4 AGBL5 AGTPBP1 ALG13 AMZ1 AMZ2 ANPEP AOPEP APEH ASPRV1 ASRGL1 ASTL ATG4A ATG4B ATG4C ATG4D ATP23 ATXN3 ATXN3L AZU1 BACE1 BACE2 BAP1 BLMH BMP1 BRCC3 C1R C1RL C1S C2 CAPN1 CAPN10 CAPN11 CAPN12 CAPN13 CAPN14 CAPN15 CAPN2 CAPN3 CAPN5 CAPN6 CAPN7 CAPN8 CAPN9 CAPNS1 CAPNS2 CARD16 CARD17P CARD18 CARD8 CASP1 CASP10 CASP12 CASP14 CASP2 CASP3 CASP4 CASP5 CASP6 CASP7 CASP8 CASP9 CD5L CELA1 CELA2A CELA2B CELA3A CELA3B CFAP44 CFB CFD CFI CFLAR CHMP1A CIROP CLC CLCA1 CLCA2 CLCA3P CLCA4 CLPP CLPX CMA1 CNDP1 CNDP2 COPS4 COPS5 COPS6 CORIN CPA1 CPA2 CPA3 CPA4 CPA5 CPA6 CPB1 CPB2 CPD CPE CPM CPN1 CPNE1 CPO CPQ CPS1 CPVL CPXM1 CPXM2 CPZ CTRB1 CTRB2 CTRC CTRL CTSA CTSB CTSC CTSD CTSE CTSF CTSG CTSH CTSK CTSL CTSO CTSS CTSV CTSW CTSZ CYLD DCD DDI1 DDI2 DESI1 DESI2 DHH DNPEP DPEP1 DPEP2 DPEP3 DPP10 DPP3 DPP4 DPP6 DPP7 DPP8 DPP9 ECE1 ECE2 ECEL1 EEF1AKMT4-ECE2 EIF3F EIF3H ELANE ENDOU ENPEP ERAP1 ERAP2 ERMP1 ESPL1 F10 F11 F12 F2 F3 F7 F9 FAM111A FAM111B FAP FOLH1 FOLH1B FURIN GGH GGT1 GGT2P GGT3P GGT5 GGT6 GGT7 GGTLC1 GGTLC2 GGTLC3 GPAA1 GZMA GZMB GZMH GZMK GZMM HABP2 HGF HGFAC HINT1 HM13 HMCES HP HPN HPR HTRA1 HTRA2 HTRA3 HTRA4 IDE IHH IMMP1L IMMP2L JMJD7 JOSD1 JOSD2 KDM8 KEL KLK1 KLK10 KLK11 KLK12 KLK13 KLK14 KLK15 KLK2 KLK3 KLK4 KLK5 KLK6 KLK7 KLK8 KLK9 KLKB1 KY LACTB LAP3 LGMN LMLN LNPEP LONP1 LONP2 LPA LTA4H LTF LVRN MALT1 MASP1 MASP2 MATCAP1 MATCAP2 MBTPS1 MBTPS2 MEP1A MEP1B METAP1 METAP1D METAP2 MINDY1 MINDY2 MINDY3 MINDY4 MINDY4B MIPEP MME MMEL1 MMP1 MMP10 MMP11 MMP12 MMP13 MMP14 MMP15 MMP16 MMP17 MMP19 MMP2 MMP20 MMP21 MMP23B MMP24 MMP25 MMP26 MMP27 MMP28 MMP3 MMP7 MMP8 MMP9 MPND MST1 MST1L MYRF MYSM1 NAALAD2 NAALADL1 NAPSA NCSTN NLN NLRP1 NPEPL1 NPEPPS NPEPPSP1 NRDC NRIP2 NRIP3 NUDT16 NUP98 OMA1 OTUB1 OTUB2 OTUD1 OTUD3 OTUD4 OTUD5 OTUD6A OTUD6B OTUD7A OTUD7B OTULIN OTULINL OVCH1 OVCH2 PAN2 PAPPA PAPPA2 PARK7 PARL PCSK1 PCSK2 PCSK4 PCSK5 PCSK6 PCSK7 PCSK9 PDIA3 PEPD PGA3 PGA4 PGA5 PGC PGPEP1 PGPEP1L PHEX PIDD1 PIGK PIK3IP1 PIP PITRM1 PLAT PLAU PLG PM20D1 PM20D2 PMPCA PMPCB PRCP PREP PREPL PROC PROZ PRPF8 PRSS1 PRSS12 PRSS16 PRSS2 PRSS21 PRSS22 PRSS23 PRSS27 PRSS29P PRSS3 PRSS33 PRSS36 PRSS37 PRSS38 PRSS3P2 PRSS41 PRSS42P PRSS45P PRSS46P PRSS47P PRSS48 PRSS50 PRSS51 PRSS53 PRSS54 PRSS55 PRSS56 PRSS57 PRSS58 PRSS8 PRTN3 PSEN1 PSEN2 PSMA6 PSMB10 PSMB11 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMD14 PSMD7 RBP3 RCE1 RELN REN RHBDD1 RHBDD2 RHBDD3 RHBDF1 RHBDF2 RHBDL1 RHBDL2 RHBDL3 RNPEP RNPEPL1 SCPEP1 SCRN1 SCRN2 SCRN3 SEC11A SEC11B SEC11C SENP1 SENP2 SENP3 SENP5 SENP6 SENP7 SENP8 SFRP1 SHH SPG7 SPPL2A SPPL2B SPPL2C SPPL3 SPRTN ST14 STAMBP STAMBPL1 TANK TASP1 TGM2 THOP1 TINAG TINAGL1 TLL1 TLL2 TMEM59 TMPRSS11A TMPRSS11B TMPRSS11D TMPRSS11E TMPRSS11F TMPRSS12 TMPRSS13 TMPRSS15 TMPRSS2 TMPRSS3 TMPRSS4 TMPRSS5 TMPRSS6 TMPRSS7 TMPRSS9 TNFAIP3 TPP1 TPP2 TPSAB1 TPSB2 TPSD1 TPSG1 TRABD2A TRABD2B TRHDE TYSND1 UCHL1 UCHL3 UCHL5 UFD1 UFSP2 UNC5CL UQCRC2 USP1 USP10 USP11 USP12 USP13 USP14 USP15 USP16 USP17L1 USP17L10 USP17L11 USP17L12 USP17L13 USP17L15 USP17L17 USP17L18 USP17L19 USP17L2 USP17L20 USP17L21 USP17L22 USP17L23 USP17L24 USP17L3 USP17L4 USP17L5 USP17L6P USP17L7 USP17L8 USP18 USP19 USP2 USP20 USP21 USP22 USP24 USP25 USP26 USP27X USP28 USP29 USP3 USP30 USP31 USP32 USP33 USP34 USP35 USP36 USP37 USP38 USP39 USP4 USP40 USP42 USP43 USP44 USP45 USP46 USP47 USP48 USP49 USP5 USP50 USP51 USP53 USP54 USP6 USP7 USP8 USP9X USP9Y USPL1 VASH1 VASH2 VCPIP1 XPNPEP1 XPNPEP2 XPNPEP3 YBEY YME1L1 YOD1 ZC3H12A ZMPSTE24 ZRANB1 ZUP1 GOMF_PEPTIDASE_REGULATOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PEPTIDASE_REGULATOR_ACTIVITY A2M A2ML1 ABCA2 ADRM1 AGT AHSG AIM2 AMBP ANOS1 ANXA2 APAF1 APH1A APH1B APLP2 APP ATP2A3 BAD BCL2L13 BEX3 BIN1 BIRC5 BIRC6 BIRC7 BST2 C3 C3P1 C4A C4B C5 CARD16 CARD17P CARD18 CARD8 CASP1 CASP8AP2 CAST CAV1 CD109 CLPX COL28A1 COL4A3 COL6A3 COL7A1 CPAMD8 CRB2 CRIM1 CSN2 CST1 CST11 CST2 CST3 CST4 CST5 CST6 CST7 CST8 CST9 CST9L CST9LP1 CSTA CSTB CSTL1 CTSC CTSH CTSK CTSL CTSS CTSV EBAG9 EPPIN FBLN1 FETUB FN1 FURIN GAPDH GBP2 GBP5 GPC3 HMSD HRG ITIH1 ITIH2 ITIH3 ITIH4 ITIH5 ITIH6 KNG1 LCN1 LPA LTF LXN MAL MANSC4 NAIP NGF NKX3-1 NLRC4 NLRP1 NLRP12 NLRP3 NLRP7 NOD1 OPRPN PAPLN PCOLCE PCOLCE2 PCSK1N PEBP1 PI15 PI16 PI3 PINK1 PRNP PROS1 PRSS22 PSENEN PSMD14 PSME1 PSME2 PSME3 PSME4 PSMF1 PTTG1 PYCARD PZP R3HDML RACK1 RARRES1 RECK RENBP ROCK1 RPS27L SERPINA1 SERPINA10 SERPINA11 SERPINA12 SERPINA2 SERPINA3 SERPINA4 SERPINA5 SERPINA6 SERPINA7 SERPINA9 SERPINB1 SERPINB10 SERPINB11 SERPINB12 SERPINB13 SERPINB2 SERPINB3 SERPINB4 SERPINB5 SERPINB6 SERPINB7 SERPINB8 SERPINB9 SERPINC1 SERPIND1 SERPINE1 SERPINE2 SERPINE3 SERPINF1 SERPINF2 SERPING1 SERPINH1 SERPINI1 SERPINI2 SFRP2 SIMC1 SLCO1B3 SLCO1B3-SLCO1B7 SLCO1B7 SLPI SMR3A SMR3B SPINK1 SPINK13 SPINK14 SPINK2 SPINK4 SPINK5 SPINK6 SPINK7 SPINK8 SPINK9 SPINT1 SPINT2 SPINT3 SPINT4 SPOCK1 SPOCK2 SPOCK3 SPP2 SSPOP ST20 SVBP TANK TFPI TFPI2 TGFB1 THBS1 TIFAB TIMP1 TIMP2 TIMP3 TIMP4 UBE2Z UCHL5 UMODL1 USP14 VCP VSIR WDR48 WFDC1 WFDC10A WFDC10B WFDC11 WFDC12 WFDC13 WFDC2 WFDC3 WFDC5 WFDC8 WFDC9 WFIKKN1 WFIKKN2 XIAP GOMF_PEPTIDE_ALPHA_N_ACETYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PEPTIDE_ALPHA_N_ACETYLTRANSFERASE_ACTIVITY NAA10 NAA11 NAA20 NAA30 NAA40 NAA50 NAA60 NAA80 GOMF_PEPTIDE_ANTIGEN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PEPTIDE_ANTIGEN_BINDING B2M CD209 CLEC4M DHCR24 FCGRT HFE HLA-A HLA-B HLA-C HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G HLA-H MAML1 MICA MICB SLC7A5 SLC7A8 SLC7A9 TAP1 TAP2 TAPBP TRAV12-1 TRAV12-2 TRAV12-3 TRAV19 TRAV23DV6 TRAV29DV5 TRAV8-4 TRBV12-3 TRBV28 TRBV7-9 TRGV3 TRGV9 GOMF_PEPTIDE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PEPTIDE_BINDING ACHE ACVR1 ADCYAP1R1 ADNP ADRB2 AGER ANG ANPEP AP2B1 AP2M1 APBA1 APBA2 APBA3 APBB1 APBB2 APBB3 APOA1 APOE ARMCX5-GPRASP2 ATP1A3 AVPR1A AVPR1B AVPR2 B2M BABAM2 BACE1 BCHE BDKRB1 BRAP C1QA C2CD2L CABP1 CACNA1A CACNA1B CALCR CALCRL CALR CCKAR CCKBR CD1A CD1B CD1C CD1D CD1E CD209 CD36 CD74 CEMIP CHRNA7 CLEC4M CLSTN1 CLSTN2 CLSTN3 CLTA CLTB CLU CMA1 CMKLR1 CMKLR2 COL25A1 CRHBP CRHR1 CRHR2 CRIP1 CRYAB CST3 CWC27 DHCR24 DLGAP3 ECE1 EDNRB ENPEP EPHA4 EPHB2 ERAP1 ERAP2 FBXO2 FCGR2B FCGRT FFAR4 FOLH1 FPR2 FURIN FZD4 FZD5 FZD6 GALR1 GALR2 GALR3 GCGR GHR GHRHR GHSR GIPR GLP1R GLP2R GNRHR GNRHR2 GPR149 GPR150 GPR171 GPR22 GPR37 GPR37L1 GPRASP2 GRIA1 GRIA2 GRIA3 GRIA4 GRIN1 GRIN2A GRIN2B GRPR GSAP HCRTR1 HCRTR2 HFE HLA-A HLA-B HLA-C HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G HLA-H HSP90AB1 HSPG2 IAPP IDE IGF1R INHBA INSR IPO4 IPO5 ITGA2 ITGAM ITGB2 ITM2A ITM2B ITM2C KCNIP2 KDELR1 KDELR2 KDELR3 KIR3DL1 KPNA1 KPNA2 KPNA3 KPNA4 KPNA5 KPNA6 KPNA7 KPNB1 LBP LDLR LDLRAD3 LDLRAP1 LHCGR LILRB1 LILRB2 LILRB3 LNPEP LRP1 LRP8 LRPAP1 LVRN MAML1 MAPK8IP2 MARCO MAS1 MC3R MC4R MCHR1 MICA MICB MME MRGPRX2 MSR1 NFKBIA NGFR NKTR NLGN1 NLN NLRP6 NMUR1 NMUR2 NOD2 NPAP1 NPBWR1 NPBWR2 NPEPPS NPEPPSP1 NPFFR1 NPFFR2 NPR1 NPR2 NPR3 NPY1R NPY4R2 NPY5R NPY6R NUP153 NUP214 NUP58 NUP98 OMP OPRD1 OPRK1 OPRL1 OPRM1 OXTR PCSK5 PEX19 PEX5 PEX5L PEX7 PFDN1 PFDN2 PFDN4 PFDN5 PFDN6 PGRMC1 PICALM PIK3R1 POM121 POM121B POM121C POM121L2 PPARG PPIA PPIAL4A PPIAL4C PPIAL4D PPIAL4E PPIAL4F PPIAL4G PPIAL4H PPIB PPIC PPID PPIE PPIF PPIG PPIH PPIL1 PPIL2 PPIL6 PPP3CA PPP3R1 PPWD1 PRLHR PRLR PRNP PTGDR2 PTH1R PTH2R QRFPR RAMP1 RAMP2 RAMP3 RANBP2 RANBP6 RELA RPS6KB1 RPS6KB2 RXFP2 RXRA SCARB1 SCTR SEC61A1 SEC61A2 SLC40A1 SLC7A5 SLC7A8 SLC7A9 SORL1 SRP14 SRP54 SRP68 SSTR1 SSTR2 SSTR3 SSTR4 SSTR5 TAP1 TAP2 TAPBP TGFB2 TIMM22 TLR1 TLR10 TLR2 TLR4 TLR6 TM2D1 TMEM158 TNPO1 TNPO2 TOMM20 TOMM20L TOMM40L TOMM70 TPP1 TRAV12-1 TRAV12-2 TRAV12-3 TRAV19 TRAV23DV6 TRAV29DV5 TRAV8-4 TRBV12-3 TRBV28 TRBV7-9 TREM2 TRGV3 TRGV9 TRHDE TUBB3 VBP1 VIPR1 VIPR2 GOMF_PEPTIDE_HORMONE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PEPTIDE_HORMONE_BINDING ACVR1 ADCYAP1R1 AVPR1A C2CD2L CALCR CALCRL CCKAR CCKBR CMKLR1 CMKLR2 CRHBP CRHR1 CRHR2 ECE1 EDNRB GALR1 GALR2 GALR3 GCGR GHR GHRHR GHSR GIPR GLP1R GLP2R HCRTR1 HCRTR2 IDE IGF1R INHBA INSR LHCGR MC3R MC4R NPR1 NPR2 NPR3 OXTR PIK3R1 PRLR PTH1R PTH2R RAMP1 RAMP2 RXFP2 SCTR SLC40A1 VIPR1 VIPR2 GOMF_PEPTIDE_HORMONE_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PEPTIDE_HORMONE_RECEPTOR_BINDING ADCYAP1 CCK GHRH GNAO1 GNAS GNRH1 GNRH2 GPHA2 GPHB5 JAK2 LEP PSMC5 PTH PTHLH PTPN11 UCN UCN2 UCN3 VIP GOMF_PEPTIDE_LYSINE_N_ACETYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PEPTIDE_LYSINE_N_ACETYLTRANSFERASE_ACTIVITY ABHD14B ARRB1 ATAT1 ATF2 BAZ1A BRCA2 BRD1 BRPF1 BRPF3 CDY1 CDY1B CDY2A CDY2B CLOCK CREBBP EP300 ESCO1 ESCO2 GTF2B GTF3C4 HAT1 ING3 ING4 JADE1 JADE2 KAT14 KAT2A KAT2B KAT5 KAT6A KAT6B KAT7 KAT8 MCM3AP MEAF6 MSL3 NAA40 NAA50 NAA60 NCOA1 NCOA3 PHF10 SRCAP TADA2A TAF1 TAF10 TAF1L TAF9 USP22 GOMF_PEPTIDE_N_ACETYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PEPTIDE_N_ACETYLTRANSFERASE_ACTIVITY ABHD14B ARRB1 ATAT1 ATF2 BAZ1A BRCA2 BRD1 BRPF1 BRPF3 CDY1 CDY1B CDY2A CDY2B CLOCK CREBBP EP300 ESCO1 ESCO2 GTF2B GTF3C4 HAT1 ING3 ING4 JADE1 JADE2 KAT14 KAT2A KAT2B KAT5 KAT6A KAT6B KAT7 KAT8 MCM3AP MEAF6 MSL3 NAA10 NAA11 NAA20 NAA30 NAA40 NAA50 NAA60 NAA80 NCOA1 NCOA3 PHF10 SRCAP TADA2A TAF1 TAF10 TAF1L TAF9 USP22 GOMF_PEPTIDE_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PEPTIDE_RECEPTOR_ACTIVITY ADCYAP1R1 AGTR1 AGTR2 AGTRAP APLNR AVPR1A AVPR1B AVPR2 BDKRB1 BDKRB2 BRS3 CALCR CALCRL CCKAR CCKBR CRCP CRHR1 CRHR2 CX3CR1 CYSLTR1 CYSLTR2 EDNRA EDNRB F2R F2RL1 F2RL2 F2RL3 FBXW7-AS1 FPR1 FPR2 FPR3 FSHR GAL GALR1 GALR2 GALR3 GCGR GHRHR GIPR GLP1R GLP2R GP1BA GPR139 GPR143 GPR151 GPR171 GPR32 GPR32P1 GPR37 GPR37L1 GPR83 GPR84 GRPR GUCY2C GUCY2D GUCY2F HCRTR1 HCRTR2 INPP5K KISS1R LGR4 LGR5 LHCGR LTB4R LTB4R2 MAS1 MAS1L MC1R MC2R MC3R MC4R MC5R MCHR1 MCHR2 MLNR NLRP6 NMBR NMUR1 NMUR2 NOD1 NPBWR1 NPBWR2 NPFFR1 NPFFR2 NPR1 NPR2 NPR3 NPSR1 NPY1R NPY2R NPY4R2 NPY5R NPY6R NTSR1 NTSR2 OGFR OGFRL1 OPRD1 OPRK1 OPRL1 OPRM1 OXTR PRLHR PROKR1 PROKR2 PTH1R PTH2R QRFPR RAMP1 RAMP2 RAMP3 RXFP1 RXFP2 RXFP3 RXFP4 S1PR2 SCTR SORCS1 SORCS2 SORCS3 SSTR1 SSTR2 SSTR3 SSTR4 SSTR5 TACR1 TACR2 TACR3 TSHR UTS2R VIPR1 VIPR2 GOMF_PEPTIDE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PEPTIDE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ABCB8 ABCB9 CDH17 DISP1 SLC15A1 SLC15A2 SLC15A3 SLC15A4 TAP1 TAP2 GOMF_PEPTIDOGLYCAN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PEPTIDOGLYCAN_BINDING HK1 IGHM JCHAIN LYSMD3 NLRP3 NOD1 NOD2 PGLYRP1 PGLYRP2 PGLYRP3 PGLYRP4 REG1A REG1B REG3A REG3G RNASE7 TLR2 TREM2 ZG16 GOMF_PEPTIDOGLYCAN_IMMUNE_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PEPTIDOGLYCAN_IMMUNE_RECEPTOR_ACTIVITY CD14 PGLYRP1 PGLYRP2 PGLYRP3 PGLYRP4 GOMF_PEPTIDOGLYCAN_MURALYTIC_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PEPTIDOGLYCAN_MURALYTIC_ACTIVITY LALBA LYG1 LYG2 LYZ LYZL1 LYZL2 LYZL4 LYZL6 PGLYRP1 PGLYRP2 PGLYRP3 PGLYRP4 SPACA3 SPACA5 SPACA5B GOMF_PEPTIDYL_PROLINE_4_DIOXYGENASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PEPTIDYL_PROLINE_4_DIOXYGENASE_ACTIVITY EGLN1 EGLN2 EGLN3 P4HA1 P4HA2 P4HA3 P4HB P4HTM GOMF_PEPTIDYL_PROLINE_DIOXYGENASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PEPTIDYL_PROLINE_DIOXYGENASE_ACTIVITY EGLN1 EGLN2 EGLN3 OGFOD1 P3H1 P3H2 P3H3 P4HA1 P4HA2 P4HA3 P4HB P4HTM GOMF_PEROXIREDOXIN_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PEROXIREDOXIN_ACTIVITY PARK7 PRDX1 PRDX2 PRDX3 PRDX4 PRDX5 PRDX6 SELENOF GOMF_PEROXISOME_PROLIFERATOR_ACTIVATED_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PEROXISOME_PROLIFERATOR_ACTIVATED_RECEPTOR_BINDING ASXL1 ASXL2 ASXL3 DUT HMGA1 MDM2 MED1 NFATC4 NR0B2 PRMT2 TACC1 GOMF_PEROXISOME_TARGETING_SEQUENCE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PEROXISOME_TARGETING_SEQUENCE_BINDING BABAM2 PEX19 PEX5 PEX5L PEX7 GOMF_PHEROMONE_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHEROMONE_RECEPTOR_ACTIVITY VN1R1 VN1R17P VN1R2 VN1R3 VN1R4 VN1R5 GOMF_PHOSPHATASE_ACTIVATOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHATASE_ACTIVATOR_ACTIVITY B3GAT3 BMP2 CALM1 CALM2 CALM3 FRS2 GTF2F1 IGFBP3 PHACTR4 PPP1R15A PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PPP4R3A PPP4R3B PPP4R3C PTPA GOMF_PHOSPHATASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHATASE_ACTIVITY ACP1 ACP2 ACP3 ACP4 ACP5 ACP6 ACP7 ALPG ALPI ALPL ALPP APTX ARMT1 ATP1A1 ATP1A2 BPNT1 BPNT2 CAMK2G CDC14A CDC14B CDC14C CDC25A CDC25B CDC25C CDKN3 CILP CILP2 CPPED1 CTDNEP1 CTDP1 CTDSP1 CTDSP2 CTDSPL CTDSPL2 DLG1 DNAJC6 DUSP1 DUSP10 DUSP11 DUSP12 DUSP13 DUSP14 DUSP15 DUSP16 DUSP18 DUSP19 DUSP2 DUSP21 DUSP22 DUSP23 DUSP26 DUSP28 DUSP29 DUSP3 DUSP4 DUSP5 DUSP6 DUSP7 DUSP8 DUSP9 ENOPH1 ENPP1 EPHX2 EYA1 EYA2 EYA3 EYA4 FBP1 FBP2 FIG4 FRA10AC1 G6PC1 G6PC2 G6PC3 HACD2 HDDC2 HDHD2 ILKAP IMPA1 IMPA2 INPP1 INPP4A INPP4B INPP5A INPP5B INPP5D INPP5E INPP5F INPP5J INPP5K INPPL1 LCK LHPP LPIN1 LPIN2 LPIN3 MDP1 MINPP1 MTM1 MTMR1 MTMR14 MTMR2 MTMR3 MTMR4 MTMR6 MTMR7 MTMR8 MYH3 MYH6 MYH8 NANP NOCT NT5C NT5C1A NT5C1B NT5C2 NT5C3A NT5C3B NT5DC1 NT5DC2 NT5DC3 NT5DC4 NT5E NT5M OCRL PALD1 PDP1 PDP2 PDXP PFKFB1 PFKFB2 PFKFB3 PFKFB4 PGAM5 PGP PHLPP1 PHLPP2 PHOSPHO1 PHOSPHO2 PHPT1 PIKFYVE PIP4P1 PIP4P2 PLPP1 PLPP2 PLPP3 PLPP4 PLPP5 PLPP6 PLPP7 PLPPR1 PLPPR2 PLPPR3 PLPPR4 PLPPR5 PNKP PON1 PON3 PP2D1 PPA2 PPEF1 PPEF2 PPM1A PPM1B PPM1D PPM1E PPM1F PPM1G PPM1H PPM1J PPM1K PPM1L PPM1M PPM1N PPP1CA PPP1CB PPP1CC PPP1R3B PPP1R3C PPP1R3D PPP1R3E PPP2CA PPP2CB PPP2R1A PPP2R5A PPP2R5D PPP3CA PPP3CB PPP3CC PPP3R1 PPP4C PPP4R1 PPP5C PPP6C PPTC7 PRUNE1 PSPH PTEN PTK2 PTP4A1 PTP4A2 PTP4A3 PTPA PTPDC1 PTPMT1 PTPN1 PTPN11 PTPN12 PTPN13 PTPN14 PTPN18 PTPN2 PTPN20 PTPN21 PTPN22 PTPN23 PTPN3 PTPN4 PTPN5 PTPN6 PTPN7 PTPN9 PTPRA PTPRB PTPRC PTPRD PTPRE PTPRF PTPRG PTPRH PTPRJ PTPRK PTPRM PTPRN PTPRN2 PTPRO PTPRQ PTPRR PTPRS PTPRT PTPRU PTPRZ1 PUDP PXYLP1 RNGTT RPAP2 SACM1L SBF1 SGPP1 SGPP2 SSH1 SSH2 SSH3 SSU72 SSU72L1 SSU72L2 SSU72L3 SSU72L4 SSU72L5 SSU72L6 STYX STYXL1 STYXL2 SYNJ1 SYNJ2 TAB1 TIGAR TIMM50 TNS1 TNS2 TNS3 TPTE TPTE2 UBASH3B UBLCP1 GOMF_PHOSPHATASE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHATASE_BINDING ADCY8 ADISSP AKAP11 AKAP5 AMBRA1 ANAPC4 ANAPC5 ANAPC7 ANK1 ANKLE2 AP3B1 ARPP19 ATP2B4 BAD BCL2 BOD1 CADM4 CARHSP1 CCDC191 CD22 CD33 CDC27 CDH2 CDH5 CDKN1B CEACAM1 CEP192 CHCHD3 CLEC12B CNST CRY1 CRY2 CSF1R CSK CSRNP2 CTNNB1 CTSC CTTNBP2NL DAB2IP DLG1 DLG3 DLG4 DYNLT4 DZIP3 EGFR EIF2AK3 ELL ENSA FBXL2 FCRL2 FCRL3 FCRL6 FER FLT4 FOXO1 GHR GNA12 GRB2 GRIN3A GTF2F1 HSP90AA1 HSP90B1 IGBP1 IGBP1C IKBKE IQGAP1 IRS2 ITGA1 JAK1 JAK3 JUP KAT2A KCNN4 KCNQ1 KIF3A KIFAP3 LCK LGALS3 LILRB1 LILRB2 LILRB4 MAGI2 MAP2K7 MAP3K5 MAPK1 MAPK14 MAPK3 MAPK8 MAPT MAST2 MASTL MET MFHAS1 MTMR3 MTMR4 MTMR9 MVP MYO16 MYOZ2 NEK2 NFATC2 NHERF1 NHERF2 PDLIM4 PHACTR4 PIK3R1 PIK3R2 PPARA PPME1 PPP1CA PPP1CC PPP1R10 PPP1R11 PPP1R15A PPP1R18 PPP1R27 PPP1R32 PPP1R35 PPP1R36 PPP1R3A PPP1R3B PPP1R3C PPP1R3D PPP1R3E PPP1R3F PPP1R3G PPP1R9B PPP3CB PPP3R1 PPP3R2 PPP6R1 PPP6R2 PPP6R3 PTK2 PTPA PTPN1 PTPRT PVRIG PXN RACK1 RCAN3 ROS1 RPA2 RPS6KB1 SBF2 SFI1 SH2D4A SH3RF2 SH3YL1 SHOC2 SIGLEC10 SIGLEC11 SIRPA SKAP1 SLC6A3 SLC9A1 SMAD2 SMAD3 SMG5 SMG7 SMTNL1 SNX3 SOD1 SPHK1 SPRED1 SPTBN4 STAT1 STAT3 STAT6 STAU1 STRN STRN3 STRN4 STX17 STYXL1 SYK SYTL2 TBK1 TERF2IP TP53 TPRN TRAF2 TRAF3 TRPC4AP TSC2 VCP VRK3 WNK1 YWHAE GOMF_PHOSPHATASE_INHIBITOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHATASE_INHIBITOR_ACTIVITY ANP32E ARPP19 BOD1 CABIN1 ELFN1 ELFN2 ENSA LGALS3 LMTK2 MGAT5 MYOZ1 PABIR1 PABIR2 PABIR3 PHACTR1 PHACTR2 PHACTR3 PPME1 PPP1R10 PPP1R11 PPP1R14A PPP1R14B PPP1R14C PPP1R14D PPP1R17 PPP1R1A PPP1R1B PPP1R1C PPP1R2 PPP1R26 PPP1R27 PPP1R2B PPP1R2C PPP1R2P1 PPP1R35 PPP1R36 PPP1R37 PPP1R8 PPP1R9B PTN SAG SET SH3RF2 STYX STYXL1 TESC URI1 GOMF_PHOSPHATASE_REGULATOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHATASE_REGULATOR_ACTIVITY ANKLE2 ANP32E ARPP19 B3GAT3 BMP2 BMP2K BOD1 CABIN1 CALM1 CALM2 CALM3 DMPK EIF2AK2 ELFN1 ELFN2 ENSA FRS2 GNA12 GTF2F1 IGBP1 IGFBP3 LGALS3 LMTK2 MGAT5 MYOZ1 PABIR1 PABIR2 PABIR3 PDP1 PDP2 PHACTR1 PHACTR2 PHACTR3 PHACTR4 PPME1 PPP1R10 PPP1R11 PPP1R12A PPP1R12B PPP1R12C PPP1R14A PPP1R14B PPP1R14C PPP1R14D PPP1R15A PPP1R15B PPP1R16A PPP1R16B PPP1R17 PPP1R1A PPP1R1B PPP1R1C PPP1R2 PPP1R26 PPP1R27 PPP1R2B PPP1R2C PPP1R2P1 PPP1R35 PPP1R36 PPP1R37 PPP1R3B PPP1R7 PPP1R8 PPP1R9B PPP2R1A PPP2R1B PPP2R2A PPP2R2B PPP2R2C PPP2R2D PPP2R3A PPP2R3B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PPP3R1 PPP3R2 PPP4R1 PPP4R2 PPP4R3A PPP4R3B PPP4R3C PPP4R4 PPP6R1 PPP6R2 PPP6R3 PTN PTPA RCAN1 RCAN2 RCAN3 SAG SBF2 SET SH3RF2 SHOC2 STYX STYXL1 TESC URI1 ZEB2 GOMF_PHOSPHATE_ION_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHATE_ION_BINDING ADSS1 ADSS2 CHST14 G6PC1 MTHFD2 NCEH1 OTC PDE2A PNP RELA RPH3A SLC34A2 GOMF_PHOSPHATE_ION_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHATE_ION_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ADAMTS8 ANKH SLC17A1 SLC17A7 SLC25A10 SLC37A1 SLC37A2 SLC37A3 SLC37A4 UCP2 XPR1 GOMF_PHOSPHATIDATE_PHOSPHATASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHATIDATE_PHOSPHATASE_ACTIVITY LPIN1 LPIN2 LPIN3 PLPP1 PLPP2 PLPP3 PLPP4 PLPP5 PLPP6 PLPPR1 PLPPR2 PLPPR3 PLPPR4 PLPPR5 GOMF_PHOSPHATIDIC_ACID_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHATIDIC_ACID_BINDING ATP13A2 CIDEA CIDEB CIDEC COMMD1 DEPTOR GRAMD1B GSDMD JPH2 MAPKAP1 MARK1 MICALL1 OPA1 PACSIN2 PITPNC1 PITPNM1 PLEKHN1 PLTP RAPGEF2 RAPGEF6 SESTD1 SMPD3 UQCC3 GOMF_PHOSPHATIDIC_ACID_TRANSFER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHATIDIC_ACID_TRANSFER_ACTIVITY PITPNC1 PLTP PRELID1 PRELID2 PRELID3A PRELID3B TRIAP1 GOMF_PHOSPHATIDYLCHOLINE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHATIDYLCHOLINE_BINDING ABCA1 APOA2 APOA4 APOA5 APOC1 CETP CHMP2A CHMP3 ESYT1 ESYT2 ESYT3 GPR119 GPR12 IGHM JCHAIN NF1 PCTP PCYT1A PCYT1B PITPNA PITPNB PITPNM1 PITPNM2 PLTP RASGRP1 RPE65 SCARB2 SERPINA5 SESTD1 VDAC1 VDAC2 GOMF_PHOSPHATIDYLCHOLINE_FLIPPASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHATIDYLCHOLINE_FLIPPASE_ACTIVITY ABCA3 ATP10A ATP10B ATP8B1 ATP8B2 GOMF_PHOSPHATIDYLCHOLINE_FLOPPASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHATIDYLCHOLINE_FLOPPASE_ACTIVITY ABCA1 ABCA7 ABCB1 ABCB4 ABCG1 ATP10A ATP8B1 ATP8B2 GOMF_PHOSPHATIDYLCHOLINE_STEROL_O_ACYLTRANSFERASE_ACTIVATOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHATIDYLCHOLINE_STEROL_O_ACYLTRANSFERASE_ACTIVATOR_ACTIVITY APOA1 APOA2 APOA4 APOA5 APOC1 APOE GOMF_PHOSPHATIDYLCHOLINE_TRANSFER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHATIDYLCHOLINE_TRANSFER_ACTIVITY ABCA3 MTTP PITPNA PITPNB PLTP GOMF_PHOSPHATIDYLCHOLINE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHATIDYLCHOLINE_TRANSPORTER_ACTIVITY ABCA1 ABCA3 ABCA7 ABCB1 ABCB4 ABCG1 ATP10A ATP10B ATP8B1 ATP8B2 MTTP PCTP PITPNA PITPNB PITPNC1 PITPNM1 PITPNM2 PLTP GOMF_PHOSPHATIDYLETHANOLAMINE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHATIDYLETHANOLAMINE_BINDING ANXA11 CD300A ESYT1 ESYT2 ESYT3 GABARAP GABARAPL2 MAP1LC3B MAP1LC3C NF1 PEBP1 PLTP TREM2 GOMF_PHOSPHATIDYLETHANOLAMINE_FLIPPASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHATIDYLETHANOLAMINE_FLIPPASE_ACTIVITY ABCA4 ABCB1 ATP11A ATP11B ATP11C ATP8A2 GOMF_PHOSPHATIDYLGLYCEROL_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHATIDYLGLYCEROL_BINDING ANXA13 ATP8B1 GSDMD GSDME MME NME4 OPA1 PITPNA PITPNC1 PLEKHN1 PLTP RPE65 STOML2 UCP1 UQCC3 GOMF_PHOSPHATIDYLINOSITOL_3_4_5_TRISPHOSPHATE_3_PHOSPHATASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHATIDYLINOSITOL_3_4_5_TRISPHOSPHATE_3_PHOSPHATASE_ACTIVITY INPP5D INPP5E PTEN TPTE TPTE2 GOMF_PHOSPHATIDYLINOSITOL_3_4_5_TRISPHOSPHATE_5_PHOSPHATASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHATIDYLINOSITOL_3_4_5_TRISPHOSPHATE_5_PHOSPHATASE_ACTIVITY FIG4 INPP5D INPP5E INPP5J INPP5K INPPL1 OCRL GOMF_PHOSPHATIDYLINOSITOL_3_4_5_TRISPHOSPHATE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHATIDYLINOSITOL_3_4_5_TRISPHOSPHATE_BINDING ADAP1 ADAP2 AKT1 ANXA8 ARAP1 ARAP2 ARAP3 ARHGAP9 ASAP1 BTK COMMD1 CYTH3 DAPP1 FCHSD2 FERMT2 FUNDC2 GAB2 GBF1 HIP1R IQGAP1 IQGAP2 JPH2 KIF16B MAPKAP1 MYO10 MYO1B MYO1G OBSCN OGT PARD3 PHLDA3 PIRT PLA2G4E PLEKHB2 RACGAP1 RAG2 WASHC2C ZFYVE1 ZFYVE16 GOMF_PHOSPHATIDYLINOSITOL_3_4_BISPHOSPHATE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHATIDYLINOSITOL_3_4_BISPHOSPHATE_BINDING ADAP2 AKT1 ANXA8 ARAP3 COMMD1 DAPP1 FCHSD2 GAB2 HIP1 HIP1R KIF16B MAPKAP1 MYO1G NCF1 OBSCN PHLDA3 PLA2G4E PLEK PLEK2 PLEKHA1 PLEKHA2 PLEKHA4 RAG2 RS1 SESTD1 SH3PXD2A TTPA WASHC2C ZFYVE1 GOMF_PHOSPHATIDYLINOSITOL_3_5_BISPHOSPHATE_3_PHOSPHATASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHATIDYLINOSITOL_3_5_BISPHOSPHATE_3_PHOSPHATASE_ACTIVITY MTM1 MTMR1 MTMR14 MTMR2 MTMR3 MTMR4 MTMR6 MTMR7 MTMR8 SYNJ1 SYNJ2 GOMF_PHOSPHATIDYLINOSITOL_3_5_BISPHOSPHATE_5_PHOSPHATASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHATIDYLINOSITOL_3_5_BISPHOSPHATE_5_PHOSPHATASE_ACTIVITY FIG4 INPP5E OCRL PIKFYVE SYNJ1 SYNJ2 GOMF_PHOSPHATIDYLINOSITOL_3_5_BISPHOSPHATE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHATIDYLINOSITOL_3_5_BISPHOSPHATE_BINDING ATP13A2 CLVS1 CLVS2 COMMD1 GBF1 HIP1 HIP1R JPH2 KIF16B MAPKAP1 PHLDA3 PLA2G4E PLEK2 PLEKHA4 PLEKHA5 RAG2 SESTD1 SH3PXD2B SNX14 SNX3 SNX5 TPCN1 TPCN2 WASHC2C WDR45 WDR45B WIPI1 WIPI2 GOMF_PHOSPHATIDYLINOSITOL_3_5_BISPHOSPHATE_PHOSPHATASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHATIDYLINOSITOL_3_5_BISPHOSPHATE_PHOSPHATASE_ACTIVITY FIG4 INPP5E MTM1 MTMR1 MTMR14 MTMR2 MTMR3 MTMR4 MTMR6 MTMR7 MTMR8 OCRL PIKFYVE SYNJ1 SYNJ2 GOMF_PHOSPHATIDYLINOSITOL_3_KINASE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHATIDYLINOSITOL_3_KINASE_BINDING AXL BECN1 CBL CORO1A DAB2IP FAM83A FAM83B FBXL2 GSN HCST IGF1R INSR INSRR IRS1 IRS2 IRS4 JAK2 LCK NLRC3 PIK3AP1 PIK3IP1 PIK3R1 PIK3R2 PTPN13 TYRO3 GOMF_PHOSPHATIDYLINOSITOL_3_KINASE_REGULATORY_SUBUNIT_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHATIDYLINOSITOL_3_KINASE_REGULATORY_SUBUNIT_BINDING CBL DAB2IP FAM83A FAM83B FBXL2 NLRC3 PIK3AP1 PIK3R1 PIK3R2 PTPN13 GOMF_PHOSPHATIDYLINOSITOL_3_PHOSPHATE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHATIDYLINOSITOL_3_PHOSPHATE_BINDING ATG2A ATG2B BBS5 DAB2IP DENND1A HIP1 JPH2 KIF16B LANCL2 NCF4 OBSCN PARD3 PHLDA3 PLA2G4A PLA2G4E PLCZ1 PLEK2 PLEKHA4 PLEKHA5 PLEKHF1 RUBCNL RUFY4 SESTD1 SH3PXD2A SH3PXD2B SNX12 SNX13 SNX20 SNX21 SNX24 SNX27 SNX3 SNX4 TECPR1 VPS13B VPS36 WASHC2C WDR45 WDR45B WIPI1 WIPI2 ZFYVE1 ZFYVE19 ZFYVE26 ZFYVE28 GOMF_PHOSPHATIDYLINOSITOL_4_5_BISPHOSPHATE_5_PHOSPHATASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHATIDYLINOSITOL_4_5_BISPHOSPHATE_5_PHOSPHATASE_ACTIVITY FIG4 INPP5B INPP5D INPP5E INPP5J INPP5K OCRL PTPMT1 SYNJ1 SYNJ2 GOMF_PHOSPHATIDYLINOSITOL_4_5_BISPHOSPHATE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHATIDYLINOSITOL_4_5_BISPHOSPHATE_BINDING ACTN2 ADAP2 ALOX15 AMER1 AMER2 AMER3 ANXA2 ANXA2P2 ANXA8 ANXA9 ASAP1 AVIL CAPG CGAS CHMP3 COMMD1 DEFB4A EXOC1 EXOC7 FCHO2 FLII FRMPD4 FZD7 GRAMD2A GSDMA GSDMB GSDMC GSDMD GSDME GSN HIP1 HIP1R JPH2 KCNJ1 KCNJ2 KCNQ1 KRIT1 LDLRAP1 MAPKAP1 MARK1 MTSS2 MYO1B MYO1G OBSCN OSBPL2 PARD3 PFN1 PFN2 PHLDA3 PICALM PLA2G4E PLCB1 PLCD1 PLCZ1 PLEKHA4 RAB35 RAG2 RPH3A SCIN SDCBP SDCBP2 SESTD1 SH3PXD2A SLC9A1 SNAP91 SNX18 SNX20 SNX21 SVIL SYT1 SYT10 SYT5 SYT7 SYT9 SYTL2 TIRAP TTPA TULP1 TULP3 TWF1 TWF2 VIL1 VILL WASHC2C GOMF_PHOSPHATIDYLINOSITOL_4_5_BISPHOSPHATE_PHOSPHATASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHATIDYLINOSITOL_4_5_BISPHOSPHATE_PHOSPHATASE_ACTIVITY FIG4 INPP5B INPP5D INPP5E INPP5J INPP5K OCRL PIP4P1 PIP4P2 PTPMT1 SYNJ1 SYNJ2 GOMF_PHOSPHATIDYLINOSITOL_4_PHOSPHATE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHATIDYLINOSITOL_4_PHOSPHATE_BINDING ARFIP1 ARFIP2 DAB2IP GOLPH3 GOLPH3L GSDMA GSDMB GSDMC GSDMD JPH2 LANCL2 NLRP3 OBSCN OSBP OSBPL5 OSBPL8 PLA2G4A PLA2G4E PLEKHA3 PLEKHA5 PLEKHA8 PLEKHF1 RUBCNL SESTD1 SH3PXD2A SNX24 SNX3 SNX5 WASHC2C GOMF_PHOSPHATIDYLINOSITOL_5_PHOSPHATE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHATIDYLINOSITOL_5_PHOSPHATE_BINDING JPH2 LANCL2 OBSCN PHLDA3 PLA2G4A PLA2G4E PLCZ1 PLEKHA5 PLEKHF1 RUBCNL SAP30L SESTD1 SH3PXD2A SH3PXD2B SNX24 SNX3 SNX5 TOM1 VEPH1 WASHC2C GOMF_PHOSPHATIDYLINOSITOL_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHATIDYLINOSITOL_BINDING ACTN2 ADAP1 ADAP2 AIDA AKT1 ALOX15 AMER1 AMER2 AMER3 ANKFY1 ANXA2 ANXA2P2 ANXA8 ANXA9 APPL1 APPL2 ARAP1 ARAP2 ARAP3 ARFIP1 ARFIP2 ARHGAP32 ARHGAP33 ARHGAP9 ASAP1 ATG2A ATG2B ATP13A2 AVIL BBS5 BCAS3 BLTP2 BTK C2CD2L C8orf44-SGK3 CAPG CCDC88A CEACAM5 CGAS CHMP3 CLVS1 CLVS2 COMMD1 CYTH3 DAB2IP DAPP1 DEFB4A DENND1A DENND1B DENND1C DPEP1 EEA1 EPB41 ESYT1 ESYT2 ESYT3 EXOC1 EXOC7 EXOC8 FCGR3B FCHO2 FCHSD2 FERMT2 FES FGD2 FLII FRMPD2 FRMPD4 FUNDC2 FZD7 GAB2 GAP43 GBF1 GGA1 GGA2 GGA3 GOLPH3 GOLPH3L GPAA1 GRAMD2A GRB7 GSDMA GSDMB GSDMC GSDMD GSDME GSN HGS HIP1 HIP1R HS1BP3 ING2 IQGAP1 IQGAP2 ITPR1 ITPR2 ITPR3 JPH2 KCNH1 KCNJ1 KCNJ2 KCNQ1 KIF16B KRIT1 LANCL2 LAPTM4B LDLRAP1 MAPKAP1 MAPT MARK1 MCF2L MITD1 MPPE1 MREG MTM1 MTSS2 MYO10 MYO1B MYO1E MYO1G NCF1 NCF1B NCF1C NCF4 NISCH NLRP3 NOXO1 NUMA1 OBSCN OGT OSBP OSBPL2 OSBPL5 OSBPL8 PARD3 PARD3B PASK PFN1 PFN2 PHF12 PHLDA1 PHLDA2 PHLDA3 PICALM PIGK PIGU PIK3C2A PIK3C2B PIK3C2G PIRT PITPNA PITPNB PITPNC1 PITPNM1 PITPNM2 PLA2G4A PLA2G4E PLCB1 PLCD1 PLCZ1 PLD1 PLD2 PLEK2 PLEKHA3 PLEKHA4 PLEKHA5 PLEKHA8 PLEKHB2 PLEKHF1 PLEKHF2 PLEKHN1 PXDC1 PXK RAB35 RACGAP1 RAG2 RCSD1 RLBP1 RNF34 RPH3A RPS6KC1 RUBCN RUBCNL RUFY4 SAP30L SBF2 SCARB1 SCIN SDCBP SDCBP2 SEPTIN12 SESTD1 SGK3 SH3PXD2A SH3PXD2B SH3YL1 SLC9A1 SLC9A3 SNAP91 SNX1 SNX10 SNX11 SNX12 SNX13 SNX14 SNX15 SNX16 SNX17 SNX18 SNX19 SNX2 SNX20 SNX21 SNX22 SNX24 SNX25 SNX27 SNX29 SNX3 SNX30 SNX31 SNX32 SNX33 SNX4 SNX5 SNX6 SNX7 SNX8 SNX9 STAM STAM2 SVIL SYT1 SYT10 SYT5 SYT7 SYT9 SYTL2 TECPR1 THY1 TIRAP TLN1 TNFAIP8L3 TOM1 TOM1L1 TOM1L2 TPCN1 TPCN2 TRPV1 TTPA TTPAL TULP1 TULP3 TWF1 TWF2 VEPH1 VIL1 VILL VPS13B VPS36 WASHC2A WASHC2C WDFY1 WDFY3 WDR45 WDR45B WIPI1 WIPI2 ZCCHC14 ZCCHC2 ZFYVE1 ZFYVE16 ZFYVE19 ZFYVE26 ZFYVE28 ZFYVE9 GOMF_PHOSPHATIDYLINOSITOL_BISPHOSPHATE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHATIDYLINOSITOL_BISPHOSPHATE_BINDING ACTN2 ADAP1 ADAP2 ALOX15 AMER1 AMER2 AMER3 ANXA2 ANXA2P2 ANXA8 ANXA9 ASAP1 ATP13A2 AVIL CAPG CGAS CHMP3 CLVS1 CLVS2 COMMD1 DEFB4A EXOC1 EXOC7 FCHO2 FLII FRMPD4 FZD7 GBF1 GRAMD2A GSDMA GSDMB GSDMC GSDMD GSDME GSN HIP1 HIP1R JPH2 KCNH1 KCNJ1 KCNJ2 KCNQ1 KIF16B KRIT1 LAPTM4B LDLRAP1 MAPKAP1 MAPT MARK1 MTSS2 MYO1B MYO1G OBSCN OSBPL2 PARD3 PFN1 PFN2 PHLDA3 PICALM PIRT PLA2G4E PLCB1 PLCD1 PLCZ1 PLEK2 PLEKHA4 PLEKHA5 RAB35 RAG2 RLBP1 RPH3A SCIN SDCBP SDCBP2 SESTD1 SH3PXD2A SH3PXD2B SLC9A1 SNAP91 SNX14 SNX18 SNX20 SNX21 SNX3 SNX5 SVIL SYT1 SYT10 SYT5 SYT7 SYT9 SYTL2 TIRAP TPCN1 TPCN2 TTPA TTPAL TULP1 TULP3 TWF1 TWF2 VIL1 VILL WASHC2C WDR45 WDR45B WIPI1 WIPI2 GOMF_PHOSPHATIDYLINOSITOL_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHATIDYLINOSITOL_KINASE_ACTIVITY ATM IPMK PI4K2A PI4K2B PI4KA PI4KB PIK3C2A PIK3C2B PIK3C2G PIK3C3 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R3 PIK3R6 PIKFYVE PIP4K2A PIP4K2B PIP4K2C PIP5K1A PIP5K1B PIP5K1C PIP5KL1 PIPSL GOMF_PHOSPHATIDYLINOSITOL_MONOPHOSPHATE_PHOSPHATASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHATIDYLINOSITOL_MONOPHOSPHATE_PHOSPHATASE_ACTIVITY INPP5F MTM1 MTMR1 MTMR14 MTMR2 MTMR3 MTMR4 MTMR6 MTMR7 MTMR8 PTEN SACM1L SYNJ1 SYNJ2 GOMF_PHOSPHATIDYLINOSITOL_PHOSPHATE_4_PHOSPHATASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHATIDYLINOSITOL_PHOSPHATE_4_PHOSPHATASE_ACTIVITY INPP4A INPP4B INPP5F OCRL PIP4P1 PIP4P2 SACM1L SYNJ1 SYNJ2 GOMF_PHOSPHATIDYLINOSITOL_PHOSPHATE_5_PHOSPHATASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHATIDYLINOSITOL_PHOSPHATE_5_PHOSPHATASE_ACTIVITY FIG4 INPP5B INPP5D INPP5E INPP5F INPP5J INPP5K INPPL1 OCRL PIKFYVE PTPMT1 SYNJ1 SYNJ2 GOMF_PHOSPHATIDYLINOSITOL_PHOSPHATE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHATIDYLINOSITOL_PHOSPHATE_BINDING ACTN2 ADAP1 ADAP2 AKT1 ALOX15 AMER1 AMER2 AMER3 ANKFY1 ANXA2 ANXA2P2 ANXA8 ANXA9 ARAP1 ARAP2 ARAP3 ARFIP1 ARFIP2 ARHGAP32 ARHGAP9 ASAP1 ATG2A ATG2B ATP13A2 AVIL BBS5 BTK CAPG CGAS CHMP3 CLVS1 CLVS2 COMMD1 CYTH3 DAB2IP DAPP1 DEFB4A DENND1A DENND1B DENND1C EXOC1 EXOC7 FCHO2 FCHSD2 FERMT2 FGD2 FLII FRMPD4 FUNDC2 FZD7 GAB2 GAP43 GBF1 GOLPH3 GOLPH3L GRAMD2A GSDMA GSDMB GSDMC GSDMD GSDME GSN HIP1 HIP1R IQGAP1 IQGAP2 JPH2 KCNH1 KCNJ1 KCNJ2 KCNQ1 KIF16B KRIT1 LANCL2 LAPTM4B LDLRAP1 MAPKAP1 MAPT MARK1 MTSS2 MYO10 MYO1B MYO1G NCF4 NLRP3 OBSCN OGT OSBP OSBPL2 OSBPL5 OSBPL8 PARD3 PFN1 PFN2 PHLDA1 PHLDA2 PHLDA3 PICALM PIRT PLA2G4A PLA2G4E PLCB1 PLCD1 PLCZ1 PLEK2 PLEKHA3 PLEKHA4 PLEKHA5 PLEKHA8 PLEKHB2 PLEKHF1 PLEKHN1 RAB35 RACGAP1 RAG2 RCSD1 RLBP1 RNF34 RPH3A RUBCN RUBCNL RUFY4 SAP30L SCIN SDCBP SDCBP2 SESTD1 SH3PXD2A SH3PXD2B SLC9A1 SNAP91 SNX10 SNX11 SNX12 SNX13 SNX14 SNX18 SNX20 SNX21 SNX22 SNX24 SNX27 SNX3 SNX4 SNX5 SVIL SYT1 SYT10 SYT5 SYT7 SYT9 SYTL2 TECPR1 TIRAP TOM1 TPCN1 TPCN2 TTPA TTPAL TULP1 TULP3 TWF1 TWF2 VEPH1 VIL1 VILL VPS13B VPS36 WASHC2A WASHC2C WDR45 WDR45B WIPI1 WIPI2 ZFYVE1 ZFYVE16 ZFYVE19 ZFYVE26 ZFYVE28 GOMF_PHOSPHATIDYLINOSITOL_PHOSPHATE_PHOSPHATASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHATIDYLINOSITOL_PHOSPHATE_PHOSPHATASE_ACTIVITY FIG4 INPP4A INPP4B INPP5B INPP5D INPP5E INPP5F INPP5J INPP5K INPPL1 MTM1 MTMR1 MTMR14 MTMR2 MTMR3 MTMR4 MTMR6 MTMR7 MTMR8 OCRL PIKFYVE PIP4P1 PIP4P2 PTEN PTPMT1 SACM1L SYNJ1 SYNJ2 TPTE TPTE2 GOMF_PHOSPHATIDYLINOSITOL_TRANSFER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHATIDYLINOSITOL_TRANSFER_ACTIVITY C2CD2L OSBPL2 PITPNA PITPNB PITPNC1 PITPNM1 PITPNM2 PITPNM3 PLTP TNFAIP8L3 GOMF_PHOSPHATIDYLINOSITOL_TRISPHOSPHATE_PHOSPHATASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHATIDYLINOSITOL_TRISPHOSPHATE_PHOSPHATASE_ACTIVITY FIG4 INPP5D INPP5E INPP5J INPP5K INPPL1 OCRL PTEN TPTE TPTE2 GOMF_PHOSPHATIDYLSERINE_1_ACYLHYDROLASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHATIDYLSERINE_1_ACYLHYDROLASE_ACTIVITY ABHD3 LIPC LIPG LPL PLA1A PLA2G15 PLAAT1 PLAAT2 PLAAT3 PLAAT4 PLAAT5 GOMF_PHOSPHATIDYLSERINE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHATIDYLSERINE_BINDING ADGRB1 ANXA13 ANXA2 ANXA2P2 ANXA5 ANXA6 ANXA9 APPL1 APPL2 ASAP1 AXL CAVIN2 CD300A CD300LF CPNE1 CPNE6 FCHO2 GAP43 GAS6 GRAMD1B GSDMA GSDMB GSDMC GSDMD HAVCR1 HMGB1 HSPA8 JPH2 MARK1 MFGE8 MME OSBPL10 OSBPL5 OSBPL8 PLEKHN1 RPE65 RS1 SCARB1 SCARB2 SCIN SESTD1 SMPD3 SYT1 SYT10 SYT11 SYT12 SYT13 SYT15 SYT17 SYT2 SYT3 SYT4 SYT5 SYT6 SYT7 SYT8 SYT9 SYTL2 THBS1 TIMD4 TLN1 TREM2 TRIM72 GOMF_PHOSPHATIDYLSERINE_FLIPPASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHATIDYLSERINE_FLIPPASE_ACTIVITY ATP11A ATP11C ATP8A1 ATP8A2 ATP8B1 GOMF_PHOSPHATIDYLSERINE_FLOPPASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHATIDYLSERINE_FLOPPASE_ACTIVITY ABCA1 ABCA7 ATP11A ATP11B ATP11C ATP8A1 ATP8A2 ATP8B1 ATP8B3 GOMF_PHOSPHATIDYL_PHOSPHOLIPASE_B_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHATIDYL_PHOSPHOLIPASE_B_ACTIVITY ASPG LIPC PLA2G15 PLA2G4A PLA2G4B PLA2G4C PLA2G6 PLB1 PNPLA6 PNPLA7 PNPLA8 GOMF_PHOSPHODIESTERASE_I_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHODIESTERASE_I_ACTIVITY APEX1 ENPP1 ENPP2 ENPP3 FAN1 GOMF_PHOSPHOFRUCTOKINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHOFRUCTOKINASE_ACTIVITY PFKFB1 PFKFB2 PFKFB3 PFKFB4 PFKL PFKM PFKP GOMF_PHOSPHOLIPASE_A1_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHOLIPASE_A1_ACTIVITY ABHD3 DDHD1 LIPC LIPG LPL PLA1A PLA2G15 PLA2G4B PLA2G4C PLA2G4D PLA2G4E PLA2G4F PLAAT1 PLAAT2 PLAAT3 PLAAT4 PLAAT5 PNPLA8 GOMF_PHOSPHOLIPASE_A2_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHOLIPASE_A2_ACTIVITY ABHD3 OC90 PGAP6 PLA2G10 PLA2G12A PLA2G12B PLA2G15 PLA2G1B PLA2G2A PLA2G2C PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G4A PLA2G4B PLA2G4C PLA2G4D PLA2G4E PLA2G4F PLA2G5 PLA2G6 PLA2G7 PLAAT1 PLAAT2 PLAAT3 PLAAT4 PLAAT5 PLB1 PNPLA2 PNPLA3 PNPLA4 PNPLA8 PRDX6 PROCA1 GOMF_PHOSPHOLIPASE_A2_INHIBITOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHOLIPASE_A2_INHIBITOR_ACTIVITY ANXA1 ANXA2 ANXA2P2 ANXA3 ANXA9 SCGB1A1 GOMF_PHOSPHOLIPASE_ACTIVATOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHOLIPASE_ACTIVATOR_ACTIVITY APOC2 ARHGAP6 BTK CASP3 CCL3 CCL5 CCL8 FYN GM2A LCK NSMAF PDPK1 PLAA SRC STX4 GOMF_PHOSPHOLIPASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHOLIPASE_ACTIVITY ABHD12 ABHD12B ABHD16A ABHD16B ABHD3 ABHD4 ABHD6 ASPG BDKRB2 CASR CCL5 CCR1 CCR5 CHRM1 CHRM3 CHRM5 CLC DDHD1 EDNRA ENPP2 ENPP7 F2RL2 FAM83B GDE1 GDPD1 GDPD3 GDPD5 GPLD1 LGALS13 LIPC LIPG LIPH LIPI LPL LYPLA1 LYPLA2 LYPLAL1 MGLL NAPEPLD NOTUM OC90 PDIA3 PGAP6 PITPNM3 PLA1A PLA2G10 PLA2G12A PLA2G12B PLA2G15 PLA2G1B PLA2G2A PLA2G2C PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G4A PLA2G4B PLA2G4C PLA2G4D PLA2G4E PLA2G4F PLA2G5 PLA2G6 PLA2G7 PLAAT1 PLAAT2 PLAAT3 PLAAT4 PLAAT5 PLB1 PLBD1 PLBD2 PLCB1 PLCB2 PLCB3 PLCB4 PLCD1 PLCD3 PLCD4 PLCE1 PLCG1 PLCG2 PLCH1 PLCH2 PLCL1 PLCL2 PLCZ1 PLD1 PLD2 PLD3 PLD4 PLD6 PNLIPRP2 PNPLA2 PNPLA3 PNPLA4 PNPLA6 PNPLA7 PNPLA8 PRDX6 PROCA1 SMPD1 SMPD2 SMPD3 SMPD4 SMPDL3A SMPDL3B GOMF_PHOSPHOLIPASE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHOLIPASE_BINDING APOC2 ARHGAP6 BANK1 BLNK BTK CLEC6A DGKQ FYN LCK LMNB1 NEFL PAFAH1B1 PDPK1 PLA2R1 PRKCZ PRKN SELE SRC SRSF3 STXBP1 SYK TESPA1 WAS GOMF_PHOSPHOLIPASE_C_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHOLIPASE_C_ACTIVITY BDKRB2 CASR CCL5 CCR1 CCR5 CHRM1 CHRM3 CHRM5 EDNRA F2RL2 GDPD5 NOTUM PDIA3 PLCB1 PLCB2 PLCB3 PLCB4 PLCD1 PLCD3 PLCD4 PLCE1 PLCG1 PLCG2 PLCH1 PLCH2 PLCL1 PLCL2 PLCZ1 SMPD1 GOMF_PHOSPHOLIPASE_D_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHOLIPASE_D_ACTIVITY FAM83B GPLD1 PLD1 PLD2 PLD3 PLD4 GOMF_PHOSPHOLIPASE_INHIBITOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHOLIPASE_INHIBITOR_ACTIVITY ANGPTL3 ANXA1 ANXA2 ANXA2P2 ANXA3 ANXA4 ANXA5 ANXA9 APOC1 PDC PINLYP SCGB1A1 SNCA SNCB GOMF_PHOSPHOLIPID_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHOLIPID_BINDING ABCA1 ABCG1 ACTN2 ADAP1 ADAP2 ADGRB1 AGAP1 AIDA AKT1 ALOX15 AMER1 AMER2 AMER3 AMPH ANKFY1 ANXA1 ANXA10 ANXA11 ANXA13 ANXA2 ANXA2P2 ANXA3 ANXA4 ANXA5 ANXA6 ANXA7 ANXA8 ANXA8L1 ANXA9 APOA1 APOA2 APOA4 APOA5 APOB APOC1 APOC3 APOE APOH APOM APPL1 APPL2 ARAP1 ARAP2 ARAP3 ARFIP1 ARFIP2 ARHGAP26 ARHGAP32 ARHGAP33 ARHGAP35 ARHGAP44 ARHGAP9 ARL6 ASAP1 ATG2A ATG2B ATP13A2 ATP8B1 AVIL AXL BAD BAIAP2L2 BAIAP3 BBS5 BCAS3 BIN1 BIN2 BLTP2 BPIFC BSCL2 BTK C2CD2L C2CD5 C8orf44-SGK3 CAPG CARMIL2 CAVIN2 CCDC88A CD300A CD300LF CEACAM5 CERT1 CETP CGAS CHMP2A CHMP3 CIBAR1 CIDEA CIDEB CIDEC CLINT1 CLN6 CLVS1 CLVS2 COMMD1 CPNE1 CPNE2 CPNE3 CPNE4 CPNE5 CPNE6 CPNE7 CPNE8 CPNE9 CPS1 CPTP CYTH3 DAB2IP DAPP1 DEFB4A DENND1A DENND1B DENND1C DEPTOR DGKA DOC2A DOC2B DPEP1 DYSF EEA1 ENTHD1 EPB41 EPDR1 EPN1 EPN2 EPN3 ESYT1 ESYT2 ESYT3 EXOC1 EXOC7 EXOC8 F10 F3 FAAH FABP1 FCGR3B FCHO2 FCHSD2 FERMT2 FES FGD2 FLII FRMPD2 FRMPD4 FUNDC2 FZD7 GAB2 GABARAP GABARAPL1 GABARAPL2 GAP43 GAS6 GBF1 GGA1 GGA2 GGA3 GLE1 GLTP GLTPD2 GOLPH3 GOLPH3L GPAA1 GPR119 GPR12 GRAMD1B GRAMD2A GRB7 GRK5 GSDMA GSDMB GSDMC GSDMD GSDME GSN HAVCR1 HGS HIP1 HIP1R HMGB1 HS1BP3 HSPA8 IGHM ING2 IQGAP1 IQGAP2 ITPR1 ITPR2 ITPR3 JAG1 JCHAIN JPH2 KCNH1 KCNJ1 KCNJ2 KCNQ1 KIF16B KRIT1 LANCL2 LAPTM4B LDLRAP1 LPAR1 LPAR4 MAP1B MAP1LC3A MAP1LC3B MAP1LC3C MAPKAP1 MAPT MARK1 MCF2L MCTP1 MCTP2 MFGE8 MICALL1 MITD1 MME MPPE1 MREG MTM1 MTSS1 MTSS2 MYCBPAP MYO10 MYO1B MYO1E MYO1G MYOF NCF1 NCF1B NCF1C NCF4 NF1 NISCH NLRP3 NME4 NOXO1 NR5A1 NR5A2 NUMA1 NUP35 NUP62 OBSCN OC90 OGT OPA1 OPHN1 OSBP OSBPL10 OSBPL1A OSBPL2 OSBPL5 OSBPL8 OTC PACSIN1 PACSIN2 PACSIN3 PAFAH2 PARD3 PARD3B PASK PCLO PCTP PCYT1A PCYT1B PEBP1 PFN1 PFN2 PHF12 PHLDA1 PHLDA2 PHLDA3 PICALM PICK1 PIGK PIGU PIK3C2A PIK3C2B PIK3C2G PIRT PITPNA PITPNB PITPNC1 PITPNM1 PITPNM2 PLA2G10 PLA2G15 PLA2G1B PLA2G2A PLA2G2C PLA2G2D PLA2G2E PLA2G2F PLA2G4A PLA2G4B PLA2G4C PLA2G4D PLA2G4E PLA2G4F PLA2G5 PLA2G7 PLCB1 PLCB2 PLCD1 PLCZ1 PLD1 PLD2 PLEK2 PLEKHA3 PLEKHA4 PLEKHA5 PLEKHA8 PLEKHA8P1 PLEKHB2 PLEKHF1 PLEKHF2 PLEKHN1 PLTP PNPLA3 PON1 PPT1 PREX1 PRKCI PSAP PSD PSD2 PSD4 PTAFR PXDC1 PXK RAB35 RACGAP1 RAG2 RAPGEF2 RAPGEF6 RASA2 RASA4 RASA4B RASAL1 RASGRP1 RCSD1 RLBP1 RNF34 RPE65 RPH3A RPS6KC1 RS1 RUBCN RUBCNL RUFY4 SAP30L SBF2 SCARB1 SCARB2 SCIN SDCBP SDCBP2 SEC14L2 SEPTIN12 SERPINA5 SESTD1 SGIP1 SGK3 SH3PXD2A SH3PXD2B SH3YL1 SHC1 SLC9A1 SLC9A3 SMPD3 SMURF1 SNAP91 SNCA SNX1 SNX10 SNX11 SNX12 SNX13 SNX14 SNX15 SNX16 SNX17 SNX18 SNX19 SNX2 SNX20 SNX21 SNX22 SNX24 SNX25 SNX27 SNX29 SNX3 SNX30 SNX31 SNX32 SNX33 SNX4 SNX5 SNX6 SNX7 SNX8 SNX9 SPTBN1 SPTBN2 SPTBN4 STAM STAM2 STAP1 STOML2 SVIL SYT1 SYT10 SYT11 SYT12 SYT13 SYT14 SYT14P1 SYT15 SYT16 SYT17 SYT2 SYT3 SYT4 SYT5 SYT6 SYT7 SYT8 SYT9 SYTL2 SYTL3 SYTL4 SYTL5 TEC TECPR1 THBS1 THY1 TIMD4 TIRAP TLN1 TNFAIP8L3 TOM1 TOM1L1 TOM1L2 TPCN1 TPCN2 TPP1 TREM2 TRIM72 TRPV1 TTPA TTPAL TULP1 TULP3 TWF1 TWF2 UCP1 UNC13A UNC13B UNC13C UQCC3 VAMP2 VDAC1 VDAC2 VEPH1 VIL1 VILL VPS13B VPS36 WASHC2A WASHC2C WDFY1 WDFY3 WDR45 WDR45B WIPI1 WIPI2 WNT5A ZCCHC14 ZCCHC2 ZFYVE1 ZFYVE16 ZFYVE19 ZFYVE26 ZFYVE28 ZFYVE9 GOMF_PHOSPHOLIPID_SCRAMBLASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHOLIPID_SCRAMBLASE_ACTIVITY ANO3 ANO4 ANO6 ANO9 ATG9A ATG9B CLPTM1L PLSCR1 PLSCR2 PLSCR3 PLSCR4 PLSCR5 TMEM41B VMP1 XKR8 GOMF_PHOSPHOLIPID_TRANSFER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHOLIPID_TRANSFER_ACTIVITY ABCA3 BLTP1 C2CD2L CERT1 CPTP ESYT1 GLTP GLTPD2 MTTP OSBPL2 PITPNA PITPNB PITPNC1 PITPNM1 PITPNM2 PITPNM3 PLEKHA8 PLEKHA8P1 PLTP PRELID1 PRELID2 PRELID3A PRELID3B TNFAIP8L3 TRIAP1 GOMF_PHOSPHOLIPID_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHOLIPID_TRANSPORTER_ACTIVITY ABCA1 ABCA3 ABCA4 ABCA7 ABCB1 ABCB4 ABCG1 ANO3 ANO4 ANO6 ANO9 ATG9A ATG9B ATP10A ATP10B ATP11A ATP11B ATP11C ATP8A1 ATP8A2 ATP8B1 ATP8B2 ATP8B3 BLTP1 C2CD2L CERT1 CETP CLPTM1L CPTP ESYT1 GLTP GLTPD2 MFSD2A MTTP OSBPL10 OSBPL2 OSBPL5 OSBPL8 PCTP PITPNA PITPNB PITPNC1 PITPNM1 PITPNM2 PITPNM3 PLEKHA8 PLEKHA8P1 PLSCR1 PLSCR2 PLSCR3 PLSCR4 PLSCR5 PLTP PRELID1 PRELID2 PRELID3A PRELID3B TMEM30A TMEM30B TMEM41B TNFAIP8L3 TRIAP1 VMP1 XKR8 GOMF_PHOSPHOPROTEIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHOPROTEIN_BINDING ABL1 ABL2 APTX ARR3 BBS1 BCAR3 BTRC CBL CBLB CBLC CBX4 CRK CRKL DPYS EPB41 FBXW7 FGR FKBP4 GPRIN1 GRAP GRAP2 GRB2 HCK IGF2R IRS1 LCK LDLRAP1 LEO1 LRP11 LYN MAPK1 MAPK3 MEN1 MID1 MID2 MTOR NCK2 NEDD4 PAFAH1B1 PCIF1 PFN1 PHF6 PIH1D1 PIK3R1 PIK3R2 PIK3R3 PIN1 PKD2 PLAT PLCG2 PRKCSH PTPN11 PTPN3 PTPN5 PTPN6 RASA1 RB1 RRAGA SAG SAMSN1 SCAF4 SCAF8 SFN SH2D3A SH2D3C SH3BP2 SHB SHC1 SHC3 SHD SHE SHF SLA SNCA SOCS3 SRC STAP1 SYK TBK1 TBL2 THRAP3 TOX3 TRPV1 UBASH3B URI1 VAV1 VAV2 YES1 YWHAB YWHAE YWHAG YWHAZ ZAP70 GOMF_PHOSPHOPROTEIN_PHOSPHATASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHOPROTEIN_PHOSPHATASE_ACTIVITY ACP1 ACP3 ACP4 CAMK2G CDC14A CDC14B CDC14C CDC25A CDC25B CDC25C CDKN3 CPPED1 CTDNEP1 CTDP1 CTDSP1 CTDSP2 CTDSPL CTDSPL2 DLG1 DNAJC6 DUSP1 DUSP10 DUSP11 DUSP12 DUSP13 DUSP14 DUSP15 DUSP16 DUSP18 DUSP19 DUSP2 DUSP21 DUSP22 DUSP23 DUSP26 DUSP28 DUSP29 DUSP3 DUSP4 DUSP5 DUSP6 DUSP7 DUSP8 DUSP9 EYA1 EYA2 EYA3 EYA4 FIG4 HACD2 ILKAP LCK MDP1 MINPP1 MTM1 MTMR14 MTMR2 MTMR3 MTMR4 MTMR6 MTMR7 MYH3 MYH6 MYH8 PALD1 PDP1 PDP2 PDXP PGAM5 PGP PHLPP1 PHLPP2 PHPT1 PP2D1 PPA2 PPEF1 PPEF2 PPM1A PPM1B PPM1D PPM1E PPM1F PPM1G PPM1H PPM1J PPM1K PPM1L PPM1M PPM1N PPP1CA PPP1CB PPP1CC PPP1R3B PPP1R3C PPP1R3D PPP1R3E PPP2CA PPP2CB PPP2R1A PPP2R5A PPP2R5D PPP3CA PPP3CB PPP3CC PPP3R1 PPP4C PPP4R1 PPP5C PPP6C PPTC7 PTEN PTK2 PTP4A1 PTP4A2 PTP4A3 PTPA PTPDC1 PTPMT1 PTPN1 PTPN11 PTPN12 PTPN13 PTPN14 PTPN18 PTPN2 PTPN20 PTPN21 PTPN22 PTPN23 PTPN3 PTPN4 PTPN5 PTPN6 PTPN7 PTPN9 PTPRA PTPRB PTPRC PTPRD PTPRE PTPRF PTPRG PTPRH PTPRJ PTPRK PTPRM PTPRN PTPRN2 PTPRO PTPRQ PTPRR PTPRS PTPRT PTPRU PTPRZ1 RNGTT RPAP2 SBF1 SSH1 SSH2 SSH3 SSU72 SSU72L1 SSU72L2 SSU72L3 SSU72L4 SSU72L5 SSU72L6 STYX STYXL1 STYXL2 TAB1 TIMM50 TNS1 TNS2 TNS3 TPTE UBASH3B UBLCP1 GOMF_PHOSPHORIC_DIESTER_HYDROLASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHORIC_DIESTER_HYDROLASE_ACTIVITY ADPRM APEX1 APEX2 BDKRB2 CASR CCL5 CCR1 CCR5 CHRM1 CHRM3 CHRM5 CNP EDNRA ENPP1 ENPP2 ENPP3 ENPP6 ENPP7 F2RL2 FAM83B FAN1 FICD GDE1 GDPD1 GDPD2 GDPD3 GDPD4 GDPD5 GPCPD1 GPLD1 MPPE1 MPPED2 NAPEPLD NOTUM PDE10A PDE11A PDE1A PDE1B PDE1C PDE2A PDE3A PDE3B PDE4A PDE4B PDE4C PDE4D PDE5A PDE6A PDE6B PDE6C PDE6G PDE6H PDE7A PDE7B PDE8A PDE8B PDE9A PDIA3 PLCB1 PLCB2 PLCB3 PLCB4 PLCD1 PLCD3 PLCD4 PLCE1 PLCG1 PLCG2 PLCH1 PLCH2 PLCL1 PLCL2 PLCXD1 PLCXD2 PLCXD3 PLCZ1 PLD1 PLD2 PLD3 PLD4 PLD6 SMPD1 SMPD2 SMPD3 SMPD4 SMPDL3A SMPDL3B TDP1 TDP2 GOMF_PHOSPHORIC_ESTER_HYDROLASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHORIC_ESTER_HYDROLASE_ACTIVITY ACP1 ACP2 ACP3 ACP4 ACP5 ACP6 ACP7 ADPRM ALPG ALPI ALPL ALPP APEX1 APEX2 APTX ARMT1 ATP1A1 ATP1A2 BDKRB2 BPNT1 BPNT2 CAMK2G CASR CCL5 CCR1 CCR5 CDC14A CDC14B CDC14C CDC25A CDC25B CDC25C CDKN3 CHRM1 CHRM3 CHRM5 CILP CILP2 CNP CPPED1 CTDNEP1 CTDP1 CTDSP1 CTDSP2 CTDSPL CTDSPL2 DLG1 DNAJC6 DUSP1 DUSP10 DUSP11 DUSP12 DUSP13 DUSP14 DUSP15 DUSP16 DUSP18 DUSP19 DUSP2 DUSP21 DUSP22 DUSP23 DUSP26 DUSP28 DUSP29 DUSP3 DUSP4 DUSP5 DUSP6 DUSP7 DUSP8 DUSP9 EDNRA ENOPH1 ENPP1 ENPP2 ENPP3 ENPP6 ENPP7 EPHX2 EYA1 EYA2 EYA3 EYA4 F2RL2 FAM83B FAN1 FBP1 FBP2 FICD FIG4 FRA10AC1 G6PC1 G6PC2 G6PC3 GDE1 GDPD1 GDPD2 GDPD3 GDPD4 GDPD5 GPCPD1 GPLD1 HACD2 HDDC2 HDDC3 HDHD2 ILKAP IMPA1 IMPA2 INPP1 INPP4A INPP4B INPP5A INPP5B INPP5D INPP5E INPP5F INPP5J INPP5K INPPL1 LCK LHPP LPIN1 LPIN2 LPIN3 MDP1 MINPP1 MPPE1 MPPED2 MTM1 MTMR1 MTMR14 MTMR2 MTMR3 MTMR4 MTMR6 MTMR7 MTMR8 MYH3 MYH6 MYH8 NANP NAPEPLD NOCT NOTUM NT5C NT5C1A NT5C1B NT5C2 NT5C3A NT5C3B NT5DC1 NT5DC2 NT5DC3 NT5DC4 NT5E NT5M OCRL PALD1 PDE10A PDE11A PDE1A PDE1B PDE1C PDE2A PDE3A PDE3B PDE4A PDE4B PDE4C PDE4D PDE5A PDE6A PDE6B PDE6C PDE6G PDE6H PDE7A PDE7B PDE8A PDE8B PDE9A PDIA3 PDP1 PDP2 PDXP PFKFB1 PFKFB2 PFKFB3 PFKFB4 PGAM5 PGP PHLPP1 PHLPP2 PHOSPHO1 PHOSPHO2 PHPT1 PIKFYVE PIP4P1 PIP4P2 PLCB1 PLCB2 PLCB3 PLCB4 PLCD1 PLCD3 PLCD4 PLCE1 PLCG1 PLCG2 PLCH1 PLCH2 PLCL1 PLCL2 PLCXD1 PLCXD2 PLCXD3 PLCZ1 PLD1 PLD2 PLD3 PLD4 PLD6 PLPP1 PLPP2 PLPP3 PLPP4 PLPP5 PLPP6 PLPP7 PLPPR1 PLPPR2 PLPPR3 PLPPR4 PLPPR5 PNKP PON1 PON3 PP2D1 PPA2 PPEF1 PPEF2 PPM1A PPM1B PPM1D PPM1E PPM1F PPM1G PPM1H PPM1J PPM1K PPM1L PPM1M PPM1N PPP1CA PPP1CB PPP1CC PPP1R3B PPP1R3C PPP1R3D PPP1R3E PPP2CA PPP2CB PPP2R1A PPP2R5A PPP2R5D PPP3CA PPP3CB PPP3CC PPP3R1 PPP4C PPP4R1 PPP5C PPP6C PPTC7 PRUNE1 PSPH PTEN PTK2 PTP4A1 PTP4A2 PTP4A3 PTPA PTPDC1 PTPMT1 PTPN1 PTPN11 PTPN12 PTPN13 PTPN14 PTPN18 PTPN2 PTPN20 PTPN21 PTPN22 PTPN23 PTPN3 PTPN4 PTPN5 PTPN6 PTPN7 PTPN9 PTPRA PTPRB PTPRC PTPRD PTPRE PTPRF PTPRG PTPRH PTPRJ PTPRK PTPRM PTPRN PTPRN2 PTPRO PTPRQ PTPRR PTPRS PTPRT PTPRU PTPRZ1 PUDP PXYLP1 RNGTT RPAP2 SACM1L SAMHD1 SBF1 SGPP1 SGPP2 SMPD1 SMPD2 SMPD3 SMPD4 SMPDL3A SMPDL3B SSH1 SSH2 SSH3 SSU72 SSU72L1 SSU72L2 SSU72L3 SSU72L4 SSU72L5 SSU72L6 STYX STYXL1 STYXL2 SYNJ1 SYNJ2 TAB1 TDP1 TDP2 TIGAR TIMM50 TNS1 TNS2 TNS3 TPTE TPTE2 UBASH3B UBLCP1 GOMF_PHOSPHORUS_OXYGEN_LYASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHORUS_OXYGEN_LYASE_ACTIVITY ADCY1 ADCY10 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 BST1 CD38 GUCY1A1 GUCY1A2 GUCY1B1 GUCY2C GUCY2D GUCY2F MOCS1 NPR1 NPR2 RNASET2 TKFC GOMF_PHOSPHORYLATION_DEPENDENT_PROTEIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHORYLATION_DEPENDENT_PROTEIN_BINDING ANK2 LYN PLCG2 PTPN6 THAP7 VAV1 GOMF_PHOSPHOSERINE_RESIDUE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHOSERINE_RESIDUE_BINDING LEO1 NEDD4 PCIF1 PIN1 SCAF4 SCAF8 YWHAB YWHAE YWHAG YWHAZ GOMF_PHOSPHOTRANSFERASE_ACTIVITY_FOR_OTHER_SUBSTITUTED_PHOSPHATE_GROUPS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHOTRANSFERASE_ACTIVITY_FOR_OTHER_SUBSTITUTED_PHOSPHATE_GROUPS AASDHPPT CDIPT CDS1 CEPT1 CHPT1 CRLS1 DPAGT1 FKRP FKTN GNPTAB GNPTG PGS1 PIGF PIGG PIGN PIGO PTDSS1 PTDSS2 SAMD8 SELENOI SGMS1 SGMS2 GOMF_PHOSPHOTRANSFERASE_ACTIVITY_NITROGENOUS_GROUP_AS_ACCEPTOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHOTRANSFERASE_ACTIVITY_NITROGENOUS_GROUP_AS_ACCEPTOR CKB CKM CKMT1A CKMT1B CKMT2 MAP4K4 NME2 GOMF_PHOSPHOTRANSFERASE_ACTIVITY_PHOSPHATE_GROUP_AS_ACCEPTOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHOTRANSFERASE_ACTIVITY_PHOSPHATE_GROUP_AS_ACCEPTOR AK1 AK2 AK3 AK4 AK5 AK6 AK7 AK8 AK9 CARD11 CASK CMPK1 CMPK2 DLG1 DLG2 DTYMK GUK1 IP6K1 IP6K2 IP6K3 LRGUK MAGI3 MPP1 NME1 NME2 NME2P1 NME3 NME4 NME5 NME6 NME7 NME9 PMVK PPIP5K1 PPIP5K2 TJP2 GOMF_PHOSPHOTYROSINE_RESIDUE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOSPHOTYROSINE_RESIDUE_BINDING ABL1 ABL2 BCAR3 CBL CBLB CBLC CRK CRKL FGR GRAP GRAP2 GRB2 HCK IRS1 LCK LDLRAP1 MAPK1 MAPK3 NCK2 PFN1 PIK3R1 PIK3R2 PIK3R3 PLCG2 PTPN11 PTPN3 PTPN5 PTPN6 RASA1 SAMSN1 SH2D3A SH2D3C SH3BP2 SHB SHC1 SHC3 SHD SHE SHF SLA SOCS3 STAP1 SYK VAV1 VAV2 YES1 ZAP70 GOMF_PHOTORECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PHOTORECEPTOR_ACTIVITY CRY1 CRY2 ELOVL4 GNAT2 GPR52 GPR88 OPN1LW OPN1MW OPN1MW2 OPN1MW3 OPN1SW OPN3 OPN4 OPN5 RGR RHO RRH GOMF_PH_DOMAIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PH_DOMAIN_BINDING EPB41L2 EPHA4 INPP5A LONP1 LSM4 NCL SESN2 ZNF592 GOMF_PIRNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PIRNA_BINDING PIWIL1 PIWIL2 PIWIL3 PIWIL4 TEX19 GOMF_PLATELET_DERIVED_GROWTH_FACTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PLATELET_DERIVED_GROWTH_FACTOR_BINDING COL1A1 COL1A2 COL2A1 COL3A1 COL4A1 COL5A1 COL6A1 PDGFA PDGFB PDGFRA PDGFRB GOMF_PLATELET_DERIVED_GROWTH_FACTOR_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PLATELET_DERIVED_GROWTH_FACTOR_RECEPTOR_BINDING ERN1 IL1R1 ITGA5 ITGB3 LYN PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PTPRJ VEGFA VEGFD GOMF_PLUS_END_DIRECTED_MICROTUBULE_MOTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PLUS_END_DIRECTED_MICROTUBULE_MOTOR_ACTIVITY KIF11 KIF14 KIF16B KIF17 KIF18A KIF18B KIF19 KIF1A KIF1B KIF1C KIF20B KIF3A KIF3B KIF5A KIF5B KIF5C GOMF_POLYAMINE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_POLYAMINE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ATP13A2 ATP13A3 ATP13A4 ATP13A5 SLC18B1 SLC22A1 SLC22A16 SLC22A2 SLC22A3 SLC47A1 GOMF_POLYOL_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_POLYOL_TRANSMEMBRANE_TRANSPORTER_ACTIVITY AQP1 AQP10 AQP11 AQP2 AQP3 AQP7 AQP7B AQP7P3 AQP9 SLC2A13 SLC5A1 SLC5A11 SLC5A3 GOMF_POLYPEPTIDE_N_ACETYLGALACTOSAMINYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_POLYPEPTIDE_N_ACETYLGALACTOSAMINYLTRANSFERASE_ACTIVITY GALNT1 GALNT10 GALNT11 GALNT12 GALNT13 GALNT14 GALNT15 GALNT16 GALNT17 GALNT18 GALNT2 GALNT3 GALNT4 GALNT5 GALNT6 GALNT7 GALNT8 GALNT9 GALNTL6 GOMF_POLYSACCHARIDE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_POLYSACCHARIDE_BINDING AGL CLEC18A CLEC18B CLEC18C CLEC4G CLEC7A ENDOU ENPP1 ENPP2 FCN2 GPCPD1 HLA-DRA HLA-DRB1 PPP1R3A PPP1R3B PPP1R3C PPP1R3D PPP1R3E PPP1R3F PPP1R3G PRG4 PTX3 REG4 STBD1 VTN GOMF_POLYSOME_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_POLYSOME_BINDING DHX9 LIN28A PIWIL1 PIWIL2 UNK YBX3 GOMF_POLYUBIQUITIN_MODIFICATION_DEPENDENT_PROTEIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_POLYUBIQUITIN_MODIFICATION_DEPENDENT_PROTEIN_BINDING ABRAXAS1 ABRAXAS2 AGAP3 AGL ASCC2 ATRIP BABAM2 BAG6 BRCC3 DZIP3 EPS15 FAAP20 HDAC6 IKBKE IKBKG MINDY1 MINDY2 MPND NPLOC4 OPTN OTUD7A OTUD7B PARP10 PRPF8 PSMD4 RAD18 RAD23A RAD23B RNF168 RNF169 RNF31 SHARPIN SPRTN SQSTM1 TAB2 TAB3 TNFAIP3 TNIP2 TNIP3 TOM1 UBAC1 UBL7 UBQLN1 UBQLN2 UBQLN3 UBQLN4 UBQLNL UBXN1 UFD1 UIMC1 VCP WDR81 ZBTB1 ZFAND2B ZFAND6 ZRANB1 ZRANB3 GOMF_POLY_ADP_D_RIBOSE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_POLY_ADP_D_RIBOSE_BINDING AIFM1 APLF HPF1 MARCHF6-DT PARP2 RNF146 XRCC1 GOMF_POLY_A_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_POLY_A_BINDING DDX1 DDX3X EIF4A3 ELAVL4 HNRNPDL HNRNPU KHDRBS1 KHDRBS2 LARP4 PABPC1 PABPC1L PABPC1L2A PABPC1L2B PABPC3 PABPC4 PABPC4L PABPC5 PABPN1 PABPN1L PAN3 PPIE RBMS1 RBMS2 RBMS3 RBPMS TIA1 ZC3H14 GOMF_POLY_A_RNA_POLYMERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_POLY_A_RNA_POLYMERASE_ACTIVITY MTPAP PAPOLA PAPOLB PAPOLG TENT2 TENT4A TENT4B TENT5A TENT5B TENT5C TENT5D TUT1 GOMF_POLY_A_SPECIFIC_RIBONUCLEASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_POLY_A_SPECIFIC_RIBONUCLEASE_ACTIVITY CNOT1 CNOT2 CNOT6 CNOT6L CNOT7 CNOT8 NOCT PAN2 PAN3 PARN PDE12 PNLDC1 TOE1 GOMF_POLY_G_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_POLY_G_BINDING ATXN1 DAZAP1 FMR1 HNRNPDL HNRNPU MCRS1 PATL1 PNPT1 GOMF_POLY_PURINE_TRACT_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_POLY_PURINE_TRACT_BINDING ATXN1 DAZAP1 DDX1 DDX3X EIF4A3 ELAVL4 FMR1 HNRNPDL HNRNPU KHDRBS1 KHDRBS2 LARP4 MCRS1 PABPC1 PABPC1L PABPC1L2A PABPC1L2B PABPC3 PABPC4 PABPC4L PABPC5 PABPN1 PABPN1L PAN3 PATL1 PNPT1 PPIE RBMS1 RBMS2 RBMS3 RBPMS TIA1 ZC3H14 GOMF_POLY_PYRIMIDINE_TRACT_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_POLY_PYRIMIDINE_TRACT_BINDING ATXN1 DAZAP1 DIS3L2 FMR1 HNRNPC HNRNPH1 HNRNPU IFIT5 KHDRBS1 KHDRBS2 MCRS1 MSI1 MSI2 PABPC1 PABPC1L PABPC1L2A PABPC1L2B PABPC3 PABPC4 PABPC4L PABPC5 PATL1 PNPT1 PTBP1 RBM11 RBMS1 RBMS2 RBMS3 SSB U2AF2 GOMF_PORIN_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PORIN_ACTIVITY BAK1 TOMM40 TOMM40L VDAC1 VDAC2 VDAC3 GOMF_POSTSYNAPTIC_NEUROTRANSMITTER_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_POSTSYNAPTIC_NEUROTRANSMITTER_RECEPTOR_ACTIVITY ADRB1 ANXA9 CHRFAM7A CHRM1 CHRM2 CHRM3 CHRM4 CHRM5 CHRNA1 CHRNA10 CHRNA2 CHRNA3 CHRNA4 CHRNA5 CHRNA6 CHRNA7 CHRNA9 CHRNB1 CHRNB2 CHRNB3 CHRNB4 CHRND CHRNE CHRNG DRD1 DRD2 DRD3 DRD4 DRD5 GABBR1 GABRA1 GABRA2 GABRA4 GABRA5 GABRA6 GABRB1 GABRB2 GABRD GABRG2 GABRG3 GABRR2 GLRA1 GLRA2 GLRA3 GLRB GRIA1 GRIA2 GRIA3 GRIA4 GRID1 GRID2 GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B GRM1 GRM5 HRH3 HRH4 HTR3A HTR3B HTR3C HTR3D HTR3E ZACN GOMF_POTASSIUM_CHANNEL_ACTIVATOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_POTASSIUM_CHANNEL_ACTIVATOR_ACTIVITY AKT1 LRRC26 LRRC38 LRRC52 LRRC55 GOMF_POTASSIUM_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_POTASSIUM_CHANNEL_ACTIVITY ABCC8 ABCC9 AQP1 CCDC51 CCT8L2 FXYD4 GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 HCN1 HCN2 HCN3 HCN4 KCNA1 KCNA10 KCNA2 KCNA3 KCNA4 KCNA5 KCNA6 KCNA7 KCNAB1 KCNAB2 KCNAB3 KCNB1 KCNB2 KCNC1 KCNC2 KCNC3 KCNC4 KCND1 KCND2 KCND3 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNF1 KCNG1 KCNG2 KCNG3 KCNG4 KCNH1 KCNH2 KCNH3 KCNH4 KCNH5 KCNH6 KCNH7 KCNH8 KCNIP1 KCNIP2 KCNIP3 KCNIP4 KCNJ1 KCNJ10 KCNJ11 KCNJ12 KCNJ13 KCNJ14 KCNJ15 KCNJ16 KCNJ18 KCNJ2 KCNJ3 KCNJ4 KCNJ5 KCNJ6 KCNJ8 KCNJ9 KCNK1 KCNK10 KCNK12 KCNK13 KCNK15 KCNK16 KCNK17 KCNK18 KCNK2 KCNK3 KCNK4 KCNK5 KCNK6 KCNK7 KCNK9 KCNMA1 KCNMB1 KCNMB2 KCNMB3 KCNMB4 KCNN1 KCNN2 KCNN3 KCNN4 KCNQ1 KCNQ2 KCNQ3 KCNQ4 KCNQ5 KCNS1 KCNS2 KCNS3 KCNT1 KCNT2 KCNU1 KCNV1 KCNV2 LRRC26 LRRC38 LRRC52 LRRC55 PKD2 PKD2L1 SCN2B SNAP25 TMEM175 TMEM38A TMEM38B TRPM5 GOMF_POTASSIUM_CHANNEL_INHIBITOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_POTASSIUM_CHANNEL_INHIBITOR_ACTIVITY CAV1 CAV3 ENSA NEDD4L RASA1 GOMF_POTASSIUM_CHANNEL_REGULATOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_POTASSIUM_CHANNEL_REGULATOR_ACTIVITY ABCC9 ADRB2 AKAP9 AKT1 AMIGO1 ARPP19 C8orf44-SGK3 CAV1 CAV3 CHP1 DLG1 DPP10 DPP6 DRD4 ENSA FLNA KCNAB1 KCNAB2 KCNAB3 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNIP1 KCNIP2 KCNIP3 KCNIP4 KCNMB1 KCNMB2 KCNMB3 KCNMB4 KCNS1 KCNS3 KCNV1 LRRC26 LRRC38 LRRC52 LRRC55 NEDD4L PRKCZ RASA1 SGK1 SGK2 SGK3 SLC5A3 SUMO1 YWHAE GOMF_POTASSIUM_CHLORIDE_SYMPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_POTASSIUM_CHLORIDE_SYMPORTER_ACTIVITY SLC12A1 SLC12A2 SLC12A3 SLC12A4 SLC12A5 SLC12A6 SLC12A7 SLC12A8 SLC12A9 GOMF_POTASSIUM_ION_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_POTASSIUM_ION_BINDING ACAT1 ADPRH ATP1A1 ATP1A2 ATP4A CPS1 DRG1 HDAC4 KCNA4 KCNJ11 PDXK PKLR PKM GOMF_POTASSIUM_ION_LEAK_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_POTASSIUM_ION_LEAK_CHANNEL_ACTIVITY KCNK1 KCNK10 KCNK12 KCNK13 KCNK15 KCNK16 KCNK17 KCNK18 KCNK2 KCNK3 KCNK4 KCNK5 KCNK6 KCNK7 KCNK9 TMEM175 GOMF_POTASSIUM_ION_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_POTASSIUM_ION_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ABCC8 ABCC9 AQP1 ATP12A ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP4A ATP4B CCDC51 CCT8L2 FXYD4 GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 HCN1 HCN2 HCN3 HCN4 KCNA1 KCNA10 KCNA2 KCNA3 KCNA4 KCNA5 KCNA6 KCNA7 KCNAB1 KCNAB2 KCNAB3 KCNB1 KCNB2 KCNC1 KCNC2 KCNC3 KCNC4 KCND1 KCND2 KCND3 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNF1 KCNG1 KCNG2 KCNG3 KCNG4 KCNH1 KCNH2 KCNH3 KCNH4 KCNH5 KCNH6 KCNH7 KCNH8 KCNIP1 KCNIP2 KCNIP3 KCNIP4 KCNJ1 KCNJ10 KCNJ11 KCNJ12 KCNJ13 KCNJ14 KCNJ15 KCNJ16 KCNJ18 KCNJ2 KCNJ3 KCNJ4 KCNJ5 KCNJ6 KCNJ8 KCNJ9 KCNK1 KCNK10 KCNK12 KCNK13 KCNK15 KCNK16 KCNK17 KCNK18 KCNK2 KCNK3 KCNK4 KCNK5 KCNK6 KCNK7 KCNK9 KCNMA1 KCNMB1 KCNMB2 KCNMB3 KCNMB4 KCNN1 KCNN2 KCNN3 KCNN4 KCNQ1 KCNQ2 KCNQ3 KCNQ4 KCNQ5 KCNS1 KCNS2 KCNS3 KCNT1 KCNT2 KCNU1 KCNV1 KCNV2 LRRC26 LRRC38 LRRC52 LRRC55 PKD2 PKD2L1 SCN2B SLC12A1 SLC12A2 SLC12A3 SLC12A4 SLC12A5 SLC12A6 SLC12A7 SLC12A8 SLC12A9 SLC17A6 SLC17A7 SLC24A1 SLC24A2 SLC24A3 SLC24A4 SLC24A5 SLC9A1 SLC9A2 SLC9A3 SLC9A4 SLC9A5 SLC9A6 SLC9A7 SLC9A8 SLC9A9 SLC9C1 SLC9C2 SNAP25 TMCO3 TMEM175 TMEM38A TMEM38B TRPM5 GOMF_POTASSIUM_PROTON_ANTIPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_POTASSIUM_PROTON_ANTIPORTER_ACTIVITY SLC17A6 SLC17A7 SLC9A1 SLC9A2 SLC9A3 SLC9A4 SLC9A5 SLC9A6 SLC9A7 SLC9A8 SLC9A9 SLC9C1 SLC9C2 TMCO3 GOMF_POU_DOMAIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_POU_DOMAIN_BINDING AR NFKBIZ POU2AF1 POU2AF2 POU2AF3 GOMF_PRENYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PRENYLTRANSFERASE_ACTIVITY CHM COQ2 COX10 DHDDS FDFT1 FDPS FNTA FNTB GGPS1 NUS1 PDSS1 PDSS2 PGGT1B PTAR1 RABGGTA RABGGTB UBIAD1 GOMF_PRERIBOSOME_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PRERIBOSOME_BINDING CINP GTPBP4 NVL SPATA5 SPATA5L1 TMA16 ZNF593 ZNF622 GOMF_PRE_MIRNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PRE_MIRNA_BINDING BCDIN3D DHX36 DICER1 LIN28A PRKRA RAN TARBP2 TRUB1 XPO5 GOMF_PRE_MRNA_3_SPLICE_SITE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PRE_MRNA_3_SPLICE_SITE_BINDING SLU7 U2AF1 U2AF1L4 U2AF2 ZRSR2 ZRSR2P1 GOMF_PRE_MRNA_5_SPLICE_SITE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PRE_MRNA_5_SPLICE_SITE_BINDING PRPF39 RNU1-4 RNU11 RNU4ATAC RNU6ATAC RNVU1-1 RNVU1-14 RNVU1-15 RNVU1-17 RNVU1-19 RNVU1-2A RNVU1-3 RNVU1-4 RNVU1-6 RNVU1-7 RNVU1-8 SNRPC TAF12-DT WEE2-AS1 GOMF_PRE_MRNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PRE_MRNA_BINDING CELF1 CELF2 CELF3 CELF4 CELF5 DDX5 ELAVL4 EP300 ERI1 HNRNPA1 HNRNPA2B1 HNRNPL HNRNPU LSM1 OVAAL PRPF39 PRPF8 PTBP1 RBM20 RBM22 RBM24 RBM4 RBM41 RBM7 RNPC3 RNU1-4 RNU11 RNU2-1 RNU4ATAC RNU6ATAC RNVU1-1 RNVU1-14 RNVU1-15 RNVU1-17 RNVU1-19 RNVU1-2A RNVU1-3 RNVU1-4 RNVU1-6 RNVU1-7 RNVU1-8 SLBP SLU7 SNRPC SOX9 SRSF6 TAF12-DT TARBP2 TARDBP TRA2B U2AF1 U2AF1L4 U2AF2 WEE2-AS1 ZRSR2 ZRSR2P1 GOMF_PRE_MRNA_INTRONIC_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PRE_MRNA_INTRONIC_BINDING ELAVL4 EP300 HNRNPA2B1 HNRNPL PRPF8 RBM20 RBM24 RBM4 RBM41 RBM7 RNPC3 SOX9 TARDBP GOMF_PRIMARY_ACTIVE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PRIMARY_ACTIVE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ABCA1 ABCA10 ABCA12 ABCA13 ABCA2 ABCA3 ABCA4 ABCA5 ABCA6 ABCA7 ABCA8 ABCA9 ABCB1 ABCB10 ABCB11 ABCB4 ABCB5 ABCB6 ABCB7 ABCB8 ABCB9 ABCC1 ABCC10 ABCC11 ABCC12 ABCC2 ABCC3 ABCC4 ABCC5 ABCC6 ABCC8 ABCC9 ABCD1 ABCD2 ABCD3 ABCD4 ABCG1 ABCG2 ABCG4 ABCG5 ABCG8 ATP12A ATP13A1 ATP13A2 ATP13A3 ATP13A4 ATP13A5 ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP2A1 ATP2A2 ATP2A3 ATP2B1 ATP2B2 ATP2B3 ATP2B4 ATP2C1 ATP2C2 ATP4A ATP4B ATP5F1B ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1C2 ATP6V1D ATP6V1E1 ATP6V1E2 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1G3 ATP6V1H ATP7A ATP7B ATP8A1 CFTR COX15 COX4I1 COX4I2 COX5A COX5B COX6B1 COX7A1 COX7A2L COX7B COX8A CYB561A3 CYB561D1 CYB561D2 CYB5A CYBRD1 CYC1 KCNJ11 KCNJ8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MTCO2P12 NDUFA1 NDUFA10 NDUFA12 NDUFA2 NDUFA3 NDUFA4 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFB1 NDUFB10 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 RALBP1 SURF1 TAP1 TAP2 TCIRG1 TOMM20 UQCR10 UQCRC1 UQCRFS1 UQCRFS1P1 UQCRH GOMF_PRIMARY_AMINE_OXIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PRIMARY_AMINE_OXIDASE_ACTIVITY AOC1 AOC2 AOC3 DAO DDO IL4I1 MAOA MAOB VCAM1 GOMF_PRIMARY_MIRNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PRIMARY_MIRNA_BINDING DDX3X DDX5 DGCR8 DROSHA EZH2 PUS10 SMAD1 SRF SRSF3 STAT3 GOMF_PROCOLLAGEN_PROLINE_4_DIOXYGENASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROCOLLAGEN_PROLINE_4_DIOXYGENASE_ACTIVITY P4HA1 P4HA2 P4HA3 P4HB P4HTM GOMF_PROCOLLAGEN_PROLINE_DIOXYGENASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROCOLLAGEN_PROLINE_DIOXYGENASE_ACTIVITY P3H1 P3H2 P3H3 P4HA1 P4HA2 P4HA3 P4HB P4HTM GOMF_PROFILIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROFILIN_BINDING ACTG1 CTTN DBN1 ENAH EVL HTT PCLO RHOQ VASP WIPF1 GOMF_PROLINE_RICH_REGION_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROLINE_RICH_REGION_BINDING ABI2 ABL1 APBB1 BAIAP2 BAIAP2L1 CCND1 CSK CYLD GAREM1 GHR GIGYF2 ITSN1 NEDD4 PFN1 RABAC1 WBP4 YAP1 GOMF_PROLINE_SODIUM_SYMPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROLINE_SODIUM_SYMPORTER_ACTIVITY SLC38A1 SLC38A2 SLC6A15 SLC6A20 SLC6A7 GOMF_PROMOTER_SPECIFIC_CHROMATIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROMOTER_SPECIFIC_CHROMATIN_BINDING ATF2 ATF4 BMI1 CHD7 DDX5 DHX9 DNMT1 E2F4 EGR1 EHMT2 ERCC1 ERCC3 ERCC4 EZH2 FOSL1 FOXC1 FOXC2 FOXO1 FOXO4 GADD45A GLI2 GTF2B GTF2F1 HDAC1 HDAC2 HNRNPU HSF1 IKZF3 IRF3 ISL1 KDM1A KLF4 MACROH2A1 MECP2 MED1 MYOD1 NDN NIPBL NRL NUP98 PCGF1 PCGF2 PDX1 POLR2A POU4F2 PRDM1 PRDM15 RBL1 RBL2 SETDB1 SIRT1 SMAD3 SOX10 STAT1 SUZ12 TAF10 TCF7L2 TP53 TRIM28 USP3 WDR13 ZC3H4 ZNF304 ZNF609 ZNF683 ZNF750 GOMF_PROSTAGLANDIN_E_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROSTAGLANDIN_E_RECEPTOR_ACTIVITY HPGD PTGER1 PTGER2 PTGER3 PTGER4 GOMF_PROSTANOID_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROSTANOID_RECEPTOR_ACTIVITY HPGD PPARG PTGDR PTGDR2 PTGER1 PTGER2 PTGER3 PTGER4 PTGFR PTGIR TBXA2R GOMF_PROTEASE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEASE_BINDING A2M ACR ADAMTS4 ADAMTSL4 ADRM1 ALPI AMFR ANXA2 ANXA2P2 ANXA9 ATP5F1A ATP9A BAG6 BANK1 BCL10 BCL2 BCL2L10 BDKRB2 BFAR BIN1 BRCA2 CARD16 CARD17P CARD18 CASP1 CASP3 CCBE1 CD177 CD28 CD70 CDK5R1 CFLAR CHL1 CHMP3 CLTC CNTNAP2 COL1A1 COL1A2 COL3A1 COMP CRADD CST3 CSTA CSTB CTSG DERL1 DERL2 DERL3 DPP4 DVL3 ECM1 ELANE F2RL1 F2RL3 F3 FADD FAM20C FAP FLOT1 FN1 FURIN GSK3B IL1R1 INS INSL3 ITGA3 ITGAV ITGB1 ITGB3 KIT LCOR LDLR LONP2 MAGEA3 MALT1 MARCHF6 MBP MIF NDUFS7 NFRKB NHERF4 NLRC4 NLRP7 NOL3 NTRK2 OS9 PANX1 PARK7 PINK1 PLG POLG PRKN PRNP PSAP PTEN PYCARD PZP RAD23A RFFL RHBDD2 RIOK3 RIPK2 RNF139 SART3 SELENOS SELL SEMG2 SERPINA1 SERPINA5 SERPINB13 SERPINB3 SERPINB4 SERPINB6 SERPINB9 SERPINC1 SERPINE1 SERPINF2 SH3PXD2A SLC2A13 SLC6A3 SPATA2 SRI STIM1 SUMO1 SYVN1 THAP5 THBS1 TIMP1 TIMP2 TIMP3 TIMP4 TNF TNFAIP3 TNFRSF10A TP53 TRIP4 TTN TWNK TYSND1 UBC VCP VWF GOMF_PROTEASOME_ACTIVATING_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEASOME_ACTIVATING_ACTIVITY PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 GOMF_PROTEASOME_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEASOME_BINDING ADRM1 BAG6 ECPAS PSMD14 PSME4 PSMF1 PSMG1 RAD23A RAD23B SACS UBAC1 UBD UCHL5 USP13 USP14 WFS1 ZFAND1 GOMF_PROTEINASE_ACTIVATED_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEINASE_ACTIVATED_RECEPTOR_ACTIVITY F2R F2RL1 F2RL2 F2RL3 GP1BA GOMF_PROTEIN_ANTIGEN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEIN_ANTIGEN_BINDING EP400 ITGA4 KLRC1 KLRC2 KLRD1 PLG PPP2R1A SIRPA GOMF_PROTEIN_ARGININE_DEIMINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEIN_ARGININE_DEIMINASE_ACTIVITY PADI1 PADI2 PADI3 PADI4 PADI6 GOMF_PROTEIN_ARGININE_N_METHYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEIN_ARGININE_N_METHYLTRANSFERASE_ACTIVITY CARM1 FBXO11 METTL23 NDUFAF7 PRMT1 PRMT2 PRMT3 PRMT5 PRMT6 PRMT7 PRMT8 PRMT9 GOMF_PROTEIN_ARGININE_OMEGA_N_ASYMMETRIC_METHYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEIN_ARGININE_OMEGA_N_ASYMMETRIC_METHYLTRANSFERASE_ACTIVITY CARM1 METTL23 PRMT1 PRMT2 PRMT3 PRMT6 PRMT8 GOMF_PROTEIN_ARGININE_OMEGA_N_MONOMETHYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEIN_ARGININE_OMEGA_N_MONOMETHYLTRANSFERASE_ACTIVITY PRMT1 PRMT3 PRMT6 PRMT7 PRMT8 PRMT9 GOMF_PROTEIN_BINDING_INVOLVED_IN_HETEROTYPIC_CELL_CELL_ADHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEIN_BINDING_INVOLVED_IN_HETEROTYPIC_CELL_CELL_ADHESION CD200 CD47 CXADR DSC2 DSG2 DSP GLDN IZUMO1 JUP NRCAM PKP2 SIRPA GOMF_PROTEIN_CARBOXYL_O_METHYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEIN_CARBOXYL_O_METHYLTRANSFERASE_ACTIVITY ARMT1 ICMT LCMT1 PCMT1 PCMTD1 PCMTD2 GOMF_PROTEIN_CARRIER_CHAPERONE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEIN_CARRIER_CHAPERONE ANP32E APLF ASF1A ASF1B BAG3 CLU COX18 EMC1 EMC10 EMC2 EMC3 EMC4 EMC6 EMC7 EMC8 EMC9 GET3 HSPA8 IPO9 JDP2 MMGT1 MTCH1 MTCH2 MYD88 NAP1L1 OXA1L PEX19 PEX5 PRDM12 PWP1 SPTY2D1 TIMM10 TIMM9 VPS72 GOMF_PROTEIN_CONTAINING_COMPLEX_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEIN_CONTAINING_COMPLEX_BINDING AAK1 ABCA1 ABCC8 ABCE1 ABI3 ABITRAM ABL1 ABL2 ABLIM1 ABLIM2 ABLIM3 ACD ACHE ACTB ACTL6A ACTL6B ACTN1 ACTN2 ACTN3 ACTN4 ACTR2 ACTR3 ACTR3B ACTR3C ACTR6 ACTRT1 ACVR1 ACVR1B ACVR2A ACVR2B ACVRL1 ADAM10 ADAM11 ADAM15 ADAM17 ADAM2 ADAM22 ADAM23 ADAM9 ADAMTS13 ADAMTS5 ADAMTS8 ADD1 ADD2 ADD3 ADGRG1 ADGRG6 ADM2 ADNP ADORA1 ADORA2A ADRA2A ADRB2 ADRM1 ADSS1 AEBP1 AFDN AGER AHR AIF1 AIF1L AIRE AJAP1 AJUBA ALAD ALOX5AP AMBP AMER1 AMFR AMIGO3 ANGPTL3 ANK1 ANK2 ANK3 ANKRD17 ANKRD54 ANTXR1 ANXA11 ANXA6 ANXA7 ANXA8 AOC1 AP1AR AP1G1 AP2A1 APBB1 APC APCS APEX1 APOA1 APOA2 APOE APOL2 APOL5 APPL1 APPL2 APTX AR ARHGAP35 ARID1A ARID1B ARID3A ARID3C ARID5A ARMH4 ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 ARPC5L ARX ASCL1 ASF1A ASH1L ASXL1 ASXL2 ASXL3 ATAD2 ATAD2B ATF1 ATF2 ATF4 ATF5 ATG101 ATM ATMIN ATOH1 ATP1B1 ATP5IF1 ATP6V0D1 ATP6V1B1 ATR ATRX AUTS2 AVIL B2M BAG3 BAG4 BAG6 BAHCC1 BAHD1 BAK1 BAP1 BARX2 BCAP31 BCAS3 BCKDHB BCL10 BCL2L2 BCL6 BECN2 BEND6 BICD1 BICD2 BIN1 BIRC2 BIRC3 BLOC1S6 BLTP3B BMI1 BMP2K BOK BOP1 BRAF BRD2 BRD3 BRD4 BRIP1 BRK1 C1QBP C1QTNF1 C4A C8A C8B C8G CABIN1 CACNB2 CALCOCO1 CALR CALY CAMSAP1 CAMSAP2 CAMSAP3 CAMTA2 CAPG CAPN2 CAPZA1 CAPZA2 CAPZA3 CAPZB CARMIL1 CARMIL2 CASP3 CASP8 CASR CAV1 CAV3 CBX1 CBX2 CBX3 CBX4 CBX5 CBX6 CBX8 CCBE1 CCDC47 CCDC88A CCN1 CCN2 CCN3 CCN4 CCN5 CCN6 CCNF CCNT1 CCNT2 CD151 CD160 CD177 CD22 CD226 CD2BP2 CD36 CD3E CD3G CD4 CD40LG CD44 CD74 CD81 CD8A CD9 CD93 CDC20 CDC20B CDC42BPB CDC45 CDCA5 CDH13 CDH17 CDH26 CDH5 CDK1 CDK5R1 CDK5RAP2 CDK9 CDKN1A CDKN1B CDKN1C CDT1 CDYL CEBPA CEBPB CEBPE CENPA CENPB CENPF CENPS CEP131 CETN1 CETN2 CETN3 CFAP100 CFAP73 CFL1 CFL2 CFLAR CFTR CGAS CHADL CHAF1A CHAF1B CHD1 CHD1L CHD2 CHD3 CHD4 CHD5 CHD6 CHD7 CHD8 CHMP6 CHRNB2 CHUK CIB2 CIITA CINP CIR1 CITED1 CITED2 CKAP5 CKS2 CLMN CLNK CLOCK CLSPN CLTA CLU CNGA1 CNGA2 CNGA3 CNGA4 CNGB1 CNGB3 CNN1 CNN2 CNN3 CNTF COCH COG2 COL14A1 COL16A1 COL3A1 COL4A3 COL5A1 COL5A3 COL6A1 COL6A2 COLEC12 COMP CORO1A CORO1B CORO1C CORO2A CORO2B CORO6 COTL1 CPEB1 CPEB2 CPEB3 CPEB4 CPS1 CPSF6 CRAMP1 CRB2 CREB3L1 CREBBP CRIPT CRP CRTAP CRYAB CSNK2B CTBP1 CTBP2 CTCF CTCFL CTDP1 CTNNA1 CTNNA2 CTNNA3 CTNNAL1 CTNNB1 CTSB CTSK CTSL CTSS CUL2 CX3CL1 CXADR CXCL12 CYFIP1 CYRIB DAB2IP DAG1 DAPL1 DBNL DCLRE1B DCTN2 DCTN6 DDB1 DDB2 DDR1 DDR2 DDX1 DDX11 DDX17 DDX3X DDX5 DEPDC5 DERL1 DERL2 DERL3 DET1 DHX29 DHX30 DHX33 DHX34 DHX9 DISC1 DLG4 DLGAP1 DLX1 DLX2 DLX3 DMP1 DMRT1 DMTN DNAAF1 DNAAF8 DNAI3 DNAJC2 DNMT1 DNMT3A DNTTIP1 DOCK2 DPPA2 DPPA4 DRD1 DRD2 DSPP DST DSTN DYNC1I1 DZIP1 E2F4 EBF2 ECM2 ECPAS EDF1 EDIL3 EED EEF2 EEFSEC EFL1 EGFL6 EGFR EGR1 EGR2 EHMT2 EIF1 EIF1B EIF2A EIF2S1 EIF3C EIF3K EIF4A3 EIF5A EIF5A2 EIF5AL1 EIF6 ELK1 ELK4 EMILIN1 EMP2 ENG ENPP1 ENY2 EOMES EP300 EP400 EPB41 EPB41L2 EPCAM EPHB1 EPHB2 EPOP EPPK1 EPS8L1 EPS8L3 ERAL1 ERCC1 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ERG ERI1 ERMN ESM1 ESPN ESPNL ESR1 ETF1 EXO1 EZH1 EZH2 EZR F11R FAAP24 FABP1 FADD FAM83H FANCM FAP FBL FBLN1 FBLN5 FBN1 FBXO5 FBXW11 FCAR FCER1A FCER1G FCER2 FCGR1A FCGR1BP FCGR2A FCGR2B FCGR2C FCGR3A FCGR3B FCGRT FCHO1 FERMT1 FERMT2 FERMT3 FEZF2 FGF1 FGF2 FGR FHOD1 FHOD3 FLCN FLI1 FLII FLNA FLNB FLNC FLT3 FMNL1 FMNL2 FMNL3 FMR1 FN1 FOS FOSL1 FOSL2 FOXA1 FOXC1 FOXC2 FOXN4 FOXO1 FOXO3 FOXO4 FRG1 FRMD5 FRRS1L FSCN1 FSCN2 FSCN3 FST FSTL3 FUS FYB1 FZD4 FZD5 FZR1 G3BP1 GABPA GABRR1 GAD2 GADD45A GARRE1 GAS2 GAS2L1 GAS2L2 GAS2L3 GAS7 GATA1 GATA2 GATA6 GATAD2B GBP1 GCH1 GCLC GCLM GCN1 GEMIN4 GEMIN5 GFAP GFRA1 GGA3 GIT1 GJB6 GLI1 GLI2 GLI3 GLRB GLYR1 GMFB GMFG GMNC GMNN GNA11 GNA12 GNA13 GNA14 GNA15 GNAI1 GNAI2 GNAI3 GNAL GNAO1 GNAQ GNAS GNAT1 GNAT2 GNAT3 GNAZ GNB1 GNB2 GNB3 GNB4 GP6 GPER1 GPIHBP1 GPNMB GPSM2 GRB10 GRHL1 GRHL2 GRHL3 GRIA1 GRIN1 GRWD1 GSN GTF2B GTF2E2 GTF2F1 GTF2H1 GTPBP4 GTPBP6 GUCY1B1 GUCY2D GUCY2F GUF1 H1-0 H1-1 H1-10 H1-2 H1-3 H1-4 H1-5 H1-6 H1-7 H1-8 H1-9P H2AZ1 H3-3A H3-3B H3-5 H3Y1 HABP4 HADHA HBE1 HCFC1 HCLS1 HDAC1 HDAC2 HDAC3 HDAC5 HDAC6 HDAC7 HELB HELLS HES1 HES5 HESX1 HEXIM1 HINFP HIP1 HIP1R HIRA HLA-A HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HMBOX1 HMGA1 HMGA2 HMGB1 HMGN1 HMGN2 HMGN3 HMGN4 HMGN5 HNF4A HNRNPC HNRNPD HNRNPU HOMER1 HOXC13 HOXD10 HOXD13 HP1BP3 HPF1 HR HRG HSD17B12 HSF1 HSP90AA1 HSP90AB1 HSPA5 HSPA8 HSPD1 HSPG2 HTR2A IBSP ICAM1 ICAM2 ICAM3 ICAM4 ICAM5 IFIH1 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IFNE IFNK IFNW1 IFRD2 IFT74 IFTAP IGF1 IGF1R IGF2 IGF2R IGHG1 IGHMBP2 IKZF3 IKZF5 IL12B IL1B IMPACT INCA1 ING2 ING5 INHA INHBA INS INSL3 INSM1 INSR IQGAP1 IQGAP2 IQGAP3 IRF3 IRS1 IRS2 IRS4 ISG15 ISL1 IST1 ITCH ITGA1 ITGA10 ITGA11 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA6 ITGA7 ITGA8 ITGA9 ITGAD ITGAE ITGAL ITGAM ITGAV ITGAX ITGB1 ITGB1BP1 ITGB1BP2 ITGB2 ITGB3 ITGB4 ITGB5 ITGB6 ITGB7 ITGB8 ITGBL1 ITPRID2 JAM2 JAM3 JAML JARID2 JCHAIN JDP2 JMJD1C JMJD6 JMY KASH5 KAT2A KAT2B KAT5 KAT6B KATNB1 KBTBD13 KCNE1 KCNH5 KCNH7 KCNIP2 KCTD2 KCTD5 KDM1A KDM1B KDM3A KDM3B KDM4D KDM5A KDM6A KDM6B KDM8 KDR KHDRBS1 KIF3A KIF3B KIF5B KIFAP3 KLF14 KLF4 KLHDC3 KLHL17 KLRC1 KLRC2 KLRD1 KMT2A KMT5B KMT5C KPTN KRAS KRT14 KRT74 KRT8 L3MBTL1 L3MBTL2 L3MBTL3 L3MBTL4 LACRT LAMA5 LAMB2 LAMB3 LARP1 LASP1 LCA5 LCK LCP1 LDB1 LDLR LDLRAP1 LEF1 LEMD3 LETM1 LETM2 LETMD1 LGALS3 LGALS8 LHX2 LILRA2 LILRB1 LILRB2 LIMA1 LIMD2 LIN28A LIPC LMBRD1 LOX LPL LRP1 LRP8 LRPPRC LRRC15 LRRC43 LRRK2 LRWD1 LTBP4 LTN1 LUM LYN LZTFL1 M6PR MACF1 MACROH2A1 MACROH2A2 MADCAM1 MAFB MAIP1 MALSU1 MAP1B MAP1S MAP3K13 MAP3K20 MAPK15 MAPK8IP2 MAPT MARCKS MARCKSL1 MARF1 MAX MB21D2 MBD1 MBD2 MBD3 MBD5 MBD6 MBTD1 MCM3AP MCM8 MCM9 MCMBP MDM2 MECP2 MED1 MED12 MEF2A MEGF10 MEIOB MEIS1 MEIS3 MEN1 MEOX1 MFGE8 MICAL1 MICALL2 MIR30C1 MIR9-1 MISP MITF MLC1 MLH1 MLH3 MLKL MLLT1 MLLT10 MLLT3 MLLT6 MMP12 MMP13 MMP14 MMP9 MNT MORC2 MORF4L1 MPHOSPH8 MPO MPRIP MR1 MRC2 MRNIP MRPS27 MRRF MS4A1 MS4A2 MSGN1 MSH2 MSH6 MSL1 MSR1 MTA1 MTA2 MTA3 MTF2 MTHFR MTIF2 MTIF3 MTM1 MTOR MTRES1 MTRFR MTTP MUTYH MYC MYH1 MYH10 MYH11 MYH13 MYH14 MYH15 MYH2 MYH3 MYH4 MYH6 MYH7 MYH7B MYH8 MYH9 MYL4 MYO10 MYO15A MYO16 MYO18A MYO18B MYO19 MYO1A MYO1B MYO1C MYO1D MYO1E MYO1F MYO1G MYO1H MYO5A MYO5B MYO5C MYO6 MYO7A MYO7B MYO9A MYO9B MYOD1 MYOG NAA10 NAA15 NAA16 NACC2 NAP1L1 NAP1L2 NAP1L3 NAP1L4 NAPA NCAPH NCAPH2 NCK2 NCKAP1L NCKIPSD NCLN NCOA1 NCOA2 NCOA5 NCOA6 NCOR2 NDN NDUFA4 NDUFA8 NDUFA9 NDUFAB1 NDUFAF2 NEAT1 NEB NEBL NECTIN1 NEFH NEFL NEIL3 NELFA NELFE NEMF NES NEUROD1 NEUROG1 NEUROG3 NEXN NF2 NFAT5 NFATC2 NFIA NFKB1 NHERF1 NID1 NID2 NIPBL NISCH NKAP NKAPL NKX2-5 NKX6-1 NMD3 NME1 NOC2L NOC3L NOD1 NOD2 NOMO1 NOMO2 NOMO3 NONO NOP58 NOPCHAP1 NOTCH1 NPAS4 NPLOC4 NPM1 NPM2 NPM3 NPNT NR0B2 NR1H2 NR1H3 NR5A1 NR5A2 NRAP NRAS NRG1 NRL NSD1 NSD2 NSF NTSR1 NUCKS1 NUDT21 NUF2 NUMA1 NUP54 NUP58 NUP62 NUP98 NUPR1 NVL OBI1 OGT OLA1 ONECUT1 ORC1 OVOL2 OXA1L P2RX1 P2RX6 P3H1 P3H4 P4HB PAF1 PAFAH1B1 PAFAH1B2 PAFAH1B3 PAK1 PANX1 PARK7 PARP1 PARP2 PATZ1 PAX6 PBRM1 PBX2 PCGF1 PCGF2 PCLAF PCNA PCOLCE PCOLCE2 PCSK9 PDE6G PDGFA PDGFB PDGFRA PDX1 PDZK1 PELO PELP1 PER1 PES1 PEX1 PEX26 PEX6 PFKP PGAM5 PHAX PHC1 PHC2 PHC3 PHF1 PHF13 PHF19 PHF21A PHF6 PHF8 PHIP PHPT1 PI4K2A PICK1 PIK3R1 PIK3R5 PIM1 PINK1 PINX1 PIP PIWIL1 PIWIL2 PKM PKN1 PKNOX1 PKNOX2 PKP1 PKP2 PLAC8 PLCB2 PLEC PLK1 PLP1 PLPP3 PLS1 PLS3 PLTP PMS2 PODN POF1B POLA1 POLD1 POLDIP3 POLE POLE3 POLG POLQ POLR1A POLR2A POLR2B POLR3A POLR3D POLR3G POU4F1 POU4F2 PPARA PPARG PPARGC1A PPIA PPIB PPIH PPP1CA PPP1CC PPP1R42 PPP1R9A PPP1R9B PPP3CA PQBP1 PRDM1 PRDM11 PRDM13 PRDM14 PRDM15 PRDM8 PRICKLE1 PRIMPOL PRKAA1 PRKAA2 PRKCA PRKCB PRKCZ PRKN PRMT2 PRMT3 PRMT5 PRMT6 PRMT7 PRNP PROP1 PRPF31 PRPF6 PRR7 PSG9 PSMD14 PSME4 PSMF1 PSMG1 PSMG3 PSMG4 PSTPIP1 PSTPIP2 PTCD3 PTCH1 PTEN PTF1A PTK2 PTK2B PTN PTPN1 PTPN11 PTPN2 PTPRC PTPRF PTPRN PTPRZ1 PTX3 PWWP2A PWWP2B PWWP3A PYGO2 PYM1 RAB29 RAB32 RAB38 RAB7A RAC1 RACK1 RAD17 RAD18 RAD21 RAD21L1 RAD23A RAD23B RAD51 RAG2 RAN RANBP2 RAP1A RAP1B RARA RARB RARG RBBP4 RBL1 RBL2 RBM23 RBM3 RBM39 RBMX RBPJ RBPJL RC3H1 RCC1 RCOR1 RCSD1 REC8 RELA RELL2 REPIN1 RERE REST RICTOR RING1 RIPK1 RIPK3 RIT2 RNASEL RNF135 RNF168 RNF169 RNF185 RNF2 RNF20 RNF4 RNF5 RNF8 RPH3A RPL23A RPLP1 RPS3 RPSA RPTOR RRAS RTN4R RUNX2 RUVBL1 RUVBL2 S1PR2 S1PR3 SACS SAFB SAMD1 SAMD11 SAMD14 SAMD7 SAP30L SARNP SATB2 SBDS SBNO1 SBNO2 SCAMP5 SCAP SCARB1 SCARF1 SCFD1 SCIN SCMH1 SCML1 SCML2 SCML4 SDCBP SEC61A1 SEC61A2 SEC61B SEC61G SECISBP2 SECISBP2L SEMA7A SERBP1 SERPINH1 SESN2 SET SETD7 SETDB1 SETSIP SF3B3 SFMBT1 SFMBT2 SFPQ SFRP2 SGTA SHANK1 SHARPIN SHC1 SHFL SHMT2 SHROOM1 SHROOM2 SHROOM3 SHROOM4 SHTN1 SIDT2 SIN3A SIN3B SIRT1 SIRT2 SIRT6 SIRT7 SIX1 SIX2 SKIL SKOR2 SLC25A3 SLC25A46 SLC26A5 SLC27A5 SLC30A9 SLC34A1 SLC3A1 SLC6A3 SLC6A4 SLF1 SLF2 SLFN12 SLFN14 SMAD2 SMAD3 SMAD4 SMAD6 SMAD7 SMARCA1 SMARCA2 SMARCA4 SMARCA5 SMARCAD1 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMC1A SMC2 SMC3 SMC4 SMG6 SNAI2 SNCA SND1 SNRPA SNRPB SNRPB2 SNRPD2 SNX1 SNX2 SNX3 SNX4 SNX9 SORBS1 SORL1 SORT1 SOX10 SOX14 SOX15 SOX9 SP3 SPARC SPARCL1 SPAST SPATA2 SPATA5 SPATA5L1 SPI1 SPP1 SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 SQSTM1 SRC SREBF1 SRF SRP19 SRP54 SRP68 SRP72 SRP9 SRPRA SRRT SSBP1 SSRP1 STAB1 STAB2 STAG1 STAG2 STAG3 STAT1 STAT3 STAT5B STAU2 STK11 STOML2 STPG4 STRAP STRN STRN3 STRN4 STXBP3 SUCLG2 SUPT16H SUPT5H SUPT6H SUV39H1 SUZ12 SVEP1 SVIL SYK SYNE1 SYNE3 SYNM TAB1 TACO1 TADA2A TADA2B TAF10 TAF2 TAF7 TAGLN2 TAGLN3 TAL1 TAPBP TAPBPL TASOR TBC1D5 TBR1 TCF7L2 TDRD3 TEF TELO2 TEPSIN TERC TERF2 TFAM TFAP2A TFAP2B TFPT TFRC TGFB3 TGFBI TGFBR1 TGFBR2 TGFBR3 THBS1 THBS4 THRA THRB THY1 TICRR TIMM50 TLE4 TLN1 TLN2 TLR2 TMA16 TMCO1 TMEM147 TMEM201 TMEM223 TMEM258 TMEM70 TNKS1BP1 TNN TNNC1 TNNI3 TNRC18 TNXB TOP1 TOP2A TOP2B TOX TOX2 TOX3 TOX4 TP53 TP63 TPM1 TPM2 TPM3 TPM4 TPR TRADD TRAF2 TREM2 TREX1 TRIM24 TRIM28 TRIM37 TRIOBP TRPV4 TSG101 TSHR TSHZ3 TSNAX TSPAN4 TSPAN8 TSPY1 TSPY10 TSPY2 TSPY26P TSPY3 TSPY4 TSPY8 TSPY9 TSPYL1 TSPYL2 TSPYL4 TSPYL5 TSPYL6 TSSC4 TSSK1B TSSK2 TSSK4 TSSK6 TSTD1 TTC21B TTC26 TTC30A TTC30B TTC5 TTF1 TTN TUB TUBA1A TUBB TULP1 TULP2 TULP3 TWF1 TWF2 TXN2 TXNRD2 UBAC1 UBD UBE2S UBE2T UBTF UBXN1 UCHL5 UHMK1 ULK1 UMOD UNG UNK UPF1 UQCC5 UQCRC1 URI1 USF1 USH1C USH1G USH2A USP13 USP14 USP16 USP3 USP51 UTRN UTY UXT VAX1 VAX2 VCAM1 VCP VCX VHL VIL1 VILL VIM VIPAS39 VLDLR VPS28 VPS33B VPS4A VPS4B VTN VWF WAC WASF1 WASF2 WASF3 WASHC2A WASHC2C WBP2 WBP2NL WDHD1 WDR1 WDR12 WDR13 WDR45B WDR82 WFS1 WHAMM WIZ WRAP53 WRN XIRP1 XIRP2 XPC XPO5 XRCC5 XRCC6 YAP1 YBX3 YTHDF1 YTHDF3 YWHAE YY1 ZC3H12A ZC3H18 ZC3H4 ZEB1 ZFAND1 ZFP36 ZFP57 ZFX ZIC2 ZKSCAN3 ZNF143 ZNF274 ZNF276 ZNF304 ZNF354B ZNF431 ZNF445 ZNF593 ZNF598 ZNF609 ZNF622 ZNF683 ZNF750 ZNF827 ZNHIT1 ZNHIT6 GOMF_PROTEIN_CONTAINING_COMPLEX_DESTABILIZING_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEIN_CONTAINING_COMPLEX_DESTABILIZING_ACTIVITY CLPB FIGN FIGNL1 FIGNL2 HSPA1A HSPA1B HSPA8 IQCA1 IQCA1L KATNA1 KATNAL1 KATNAL2 NSF SPAST VPS4A GOMF_PROTEIN_CYSTEINE_S_STEAROYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEIN_CYSTEINE_S_STEAROYLTRANSFERASE_ACTIVITY ZDHHC15 ZDHHC17 ZDHHC2 ZDHHC20 ZDHHC3 ZDHHC6 ZDHHC7 GOMF_PROTEIN_DEMETHYLASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEIN_DEMETHYLASE_ACTIVITY FBXL19 HR JARID2 JMJD1C JMJD6 KDM1A KDM1B KDM2A KDM2B KDM3A KDM3B KDM4A KDM4B KDM4C KDM4D KDM4E KDM4F KDM5A KDM5B KDM5C KDM5D KDM6A KDM6B KDM7A KDM8 PHF2 PHF8 RIOX1 RIOX2 RSBN1 UTY GOMF_PROTEIN_DIMERIZATION_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEIN_DIMERIZATION_ACTIVITY AADAT ABCB10 ABCB7 ABCB9 ABCD1 ABCD2 ABCD3 ABCG1 ABCG2 ABCG4 ABCG5 ABCG8 ABTB2 ABTB3 ACHE ACOD1 ACOT7 ACOX1 ACOX2 ACP3 ACSL6 ACTN1 ACTN4 ACVR1 ADA2 ADAM10 ADCY8 ADD1 ADD2 ADIPOQ ADORA1 ADRA1A ADRA1B ADRA2A ADRA2C ADRB1 ADRB2 ADRB3 AGTR1 AGXT AHR AHRR AIFM1 AIMP1 AKT1 ALDH1A3 ALDH3A2 ALG2 ALS2 AMBP AMHR2 ANG ANO1 ANO2 ANO3 ANO4 ANO5 ANO6 ANO7 AOC1 AOC3 AOX1 APOA1 APOA2 APOA4 APOE APPL1 APPL2 ARMCX5-GPRASP2 ARNT ARNT2 ASCL1 ASCL2 ASCL3 ASCL4 ASCL5 ASMT ATF2 ATF3 ATF4 ATF6 ATG7 ATIC ATOH1 ATOH7 ATOH8 ATP1A1 ATP1A2 ATP1B1 ATP1B2 ATP2A1 AURKA AXIN1 B2M BAK1 BANF1 BARD1 BAX BCL2 BCL2A1 BCL2L1 BCL2L10 BCL2L2 BDKRB2 BHLHA15 BHLHA9 BHLHE22 BHLHE23 BHLHE40 BHLHE41 BLM BLOC1S6 BLTP3B BMAL1 BMAL2 BMP6 BMPR1A BNIP3 BNIP3L BOK BORCS8-MEF2B BST2 BTRC BUD23 C16orf89 CACYBP CADM1 CADM3 CALCOCO2 CAMK2A CAMK2B CAMK2D CAMK2G CANT1 CARD8 CARD9 CARNMT1 CASQ2 CASR CAT CAV1 CAV2 CBS CBY1 CCDC103 CCDC66 CCDC88A CCL11 CCL5 CD247 CD300H CD4 CDA CDADC1 CDSN CEACAM1 CEACAM5 CEACAM6 CEACAM8 CEBPA CEBPB CENPA CENPF CENPS CENPT CENPW CEP131 CEP43 CEP57 CER1 CFHR5 CGAS CHEK2 CHKA CHMP1A CHMP4A CHMP4B CHMP4C CHRAC1 CHRNA7 CHUK CIB2 CIDEA CIP2A CISD1 CISD2 CITED1 CLCN1 CLEC2A CLN6 CLOCK CLPX CLTRN CNOT9 COL2A1 COL9A1 COL9A2 COL9A3 COMMD1 COQ9 CORO1A CPOX CPQ CR2 CREB3L3 CRPPA CRYAB CRYL1 CRYM CSF1 CSF1R CST7 CUBN CYBA CYBB CYP2R1 DAB2IP DAPK3 DARS2 DCK DCLRE1B DDIT3 DEFA3 DEFA4 DEFA5 DEFA6 DGAT2 DGCR8 DGKD DNM1L DNPH1 DNTTIP1 DPP4 DPY30 DPYD DR1 DRAP1 DROSHA DSCAML1 DUSP29 E2F1 E2F2 E2F3 E2F4 E2F5 E2F6 ECE1 ECT2 EEA1 EFEMP2 EIF2AK1 ELAVL1 ENDOG ENG ENO1 ENPP1 ENSG00000274276 EPAS1 EPHX2 EPRS1 ERBB2 ERBB3 ERBB4 ERCC5 ERN1 ERP29 EXD1 EXD2 EXT1 EXT2 F11R FAP FBLN5 FBXO4 FBXO7 FBXW11 FCER1G FECH FERD3L FGFR1 FGFR2 FIBIN FICD FIGLA FLNA FLRT3 FLT4 FMR1 FOXP2 FOXP3 FXR1 FXR2 FZD4 FZD9 G6PD GABBR1 GABBR2 GADD45A GALE GALM GARS1 GBP1 GBP2 GBP3 GBP4 GBP5 GCA GCH1 GDF15 GDNF GEN1 GGCT GHR GID8 GIMAP7 GLA GLB1 GLCE GLDC GLIPR2 GLUD1 GNPTG GOLGA5 GPD1 GPD1L GPHA2 GPHB5 GPRASP3 GREM1 GRHL1 GRHPR GRM6 GRM7 GRPEL1 GRPEL2 GSS GSTA4 GSTM1 GSTM2 GSTM3 GSTM4 GSTZ1 GTF2A1 GTF2A2 GUCY2D GYG1 GZMA H2AB1 H2AB2 H2AB3 H2AC1 H2AC11 H2AC12 H2AC13 H2AC15 H2AC16 H2AC17 H2AC18 H2AC19 H2AC20 H2AC21 H2AC25 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AL3 H2AP H2AX H2AZ1 H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC18 H2BC19P H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H2BK1 H2BN1 H2BW1 H2BW2 H3-3A H3-3B H3-4 H3-5 H3-7 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H3Y1 H3Y2 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C7 H4C8 H4C9 HAND1 HAND2 HARS1 HELT HES1 HES2 HES3 HES4 HES5 HES6 HES7 HESX1 HEXA HEY1 HEY2 HEYL HHEX HIF1A HIF1AN HIF3A HIP1 HIP1R HLA-G HM13 HMGCS1 HMOX1 HNF1A HNF4A HOGA1 HOOK1 HPD HPGDS HPS1 HPS4 HSD11B1 HSD17B1 HSD17B4 HSF1 HSP90AA1 HSP90AB1 HSPB1 HSPB6 HSPB8 ID1 ID2 ID3 ID4 IDE IDH1 IKBKB IKBKG IKZF3 IL10 IL12A IL12B IL17A IL17D IL17F IL6R IMPA1 IMPA2 INHBB INPP5F IRAK1 IRAK2 IRAK3 IRF3 ISCU ITGA3 ITGB1 IZUMO1 IZUMO3 JAM3 JAML JCHAIN JDP2 JUP KARS1 KATNA1 KATNB1 KCNB1 KCNB2 KCNH2 KCNN2 KIF20B KIT KLHL7 KLRF2 KMT2A KNSTRN KRT1 KRT10 KRT25 KYAT1 KYAT3 KYNU LCT LDB1 LHPP LILRB1 LILRB2 LPL LRP4 LRP6 LRRFIP1 LRRK2 LSM5 LSM6 LYL1 LYRM4 MACROH2A1 MACROH2A2 MAD2L1 MAG MAN2A1 MAP3K10 MAP3K11 MAP3K12 MAP3K13 MAP3K21 MAP3K5 MAP3K9 MAPK4 MAPK6 MASP1 MAX MCL1 MEF2A MEF2B MEF2C MEF2D MEIOSIN MESP1 MESP2 METTL3 MFF MFSD1 MGA MGAT2 MGAT4A MGLL MICU1 MICU2 MID1 MID2 MIGA1 MIGA2 MITF MIXL1 MKLN1 MLX MLXIP MLXIPL MMAA MMACHC MME MMUT MNT MORC2 MSC MSGN1 MSH2 MSH3 MSH6 MSTN MTCL1 MTHFD1L MTMR1 MTPAP MTTP MTUS2 MUC13 MVD MXD1 MXD3 MXD4 MXI1 MYC MYCL MYCN MYF5 MYF6 MYH9 MYO9B MYOD1 MYOG MYOM1 MYOM3 MZF1 NAA60 NAALADL1 NACC2 NADK2 NAE1 NAGA NARS1 NCOA1 NCOA2 NCOA3 NDP NECTIN1 NECTIN2 NECTIN3 NEUROD1 NEUROD2 NEUROD4 NEUROD6 NEUROG1 NEUROG2 NEUROG3 NFE4 NFS1 NFYB NFYC NHLH1 NHLH2 NKX2-5 NLGN4X NLRC4 NOD1 NOG NOLC1 NOS2 NPAS1 NPAS2 NPAS3 NPAS4 NPC1L1 NPM1 NPR3 NQO2 NR0B1 NR0B2 NR2C1 NR2F2 NR4A1 NR4A2 NR4A3 NR6A1 NRBP1 NRF1 NSMCE1 NSMCE3 NTRK1 NTRK2 NUDT16 NUDT16L1 NUDT21 NUDT5 ODC1 OLIG1 OLIG2 OLIG3 OXA1L P2RY1 P4HB PADI2 PAFAH1B1 PAFAH1B2 PAFAH1B3 PANK1 PANK3 PAPSS1 PARK7 PARP1 PAXX PCYT1A PDCD10 PDCD6 PDCD6IP PDE2A PDGFA PDGFB PDGFC PDGFRA PDK2 PDLIM4 PDSS1 PDSS2 PDXK PDXP PECAM1 PEF1 PEX11A PEX11B PEX7 PGLYRP3 PGLYRP4 PGRMC1 PHB1 PHB2 PHETA1 PHETA2 PIK3R1 PIK3R2 PIP4K2A PIP4K2B PKD2 PLD6 PLEK PLN PML PNPO POLE3 POLE4 POLR1C POLR1D POLR2C POLR2J POLR2J2 POLR2J3 PON1 PON3 POU3F3 PPCS PPP2CA PPP2R1A PPP3CA PPP3CB PRDM9 PRKRA PRMT2 PRMT5 PRMT8 PRPH2 PRPS1 PRPS1L1 PRPS2 PRTFDC1 PSAP PSMD7 PSMF1 PSPH PTF1A PTGS2 PTH1R PTPA PTPRO PTPRT PYCARD QTRT1 QTRT2 RAB11FIP2 RAB11FIP3 RAB11FIP4 RABEP1 RABL3 RACK1 RAG1 RALGAPA1 RALGAPA2 RALGAPB RAN RAP1GAP RASIP1 RBM11 RBM44 RBPMS RBPMS2 RCC1 RCHY1 RDH5 RELA RFPL1 RFPL2 RFPL3 RFPL4A RFPL4AL1 RILP RILPL1 RILPL2 RIPK1 RIPK2 RNF40 RNF8 ROM1 ROPN1B RPE RRAGA RRAGC RRAGD RRM2 RUVBL2 S100A1 S100A10 S100A11 S100A13 S100A16 S100A5 S100A6 S100B S100P S100Z SAE1 SARS1 SCARB2 SCLY SCX SDCBP SDCBP2 SDS SEPTIN12 SERPINF2 SETMAR SFPQ SH3GLB1 SHMT1 SHMT2 SIM1 SIM2 SIRT6 SLC11A1 SLC25A14 SLC25A27 SLC26A5 SLC30A8 SLC33A1 SLC39A13 SLC3A1 SLC3A2 SLC4A1 SLC4A11 SLC51A SLC51B SLC5A5 SLC7A13 SLC7A8 SLC7A9 SLC8B1 SLIT2 SLK SMAD3 SMAD4 SMC1A SMC3 SMCHD1 SMIM1 SNF8 SNRPC SNX1 SNX2 SNX6 SNX9 SOHLH1 SOHLH2 SOS1 SOS2 SOX6 SP1 SP100 SPPL2A SPPL2B SPPL2C SPPL3 SREBF1 SREBF2 SRF SRGAP2 SRGAP2C SRI SRM SRR SSBP1 ST13 ST13P4 ST13P5 ST3GAL2 ST6GAL1 STARD3 STARD3NL STAT1 STAT3 STAT5B STC2 STING1 STK10 STK25 STK26 STK4 STOM STRA8 STUB1 SUPT3H SUPT4H1 SUPT5H SUPT7L SUPV3L1 SYNDIG1 SYNE1 SYT1 SYT10 SYT5 SYT6 TAF1 TAF11 TAF11L10 TAF11L11 TAF11L12 TAF11L13 TAF11L14 TAF11L2 TAF11L3 TAF11L4 TAF11L6 TAF11L7 TAF11L8 TAF11L9 TAF12 TAF13 TAF3 TAF4 TAF4B TAF6 TAF6L TAF7 TAF8 TAF9 TAF9B TAL1 TAL2 TAP1 TARBP2 TARS2 TBC1D22A TBX1 TBX15 TBX18 TCF12 TCF15 TCF21 TCF23 TCF24 TCF3 TCF4 TCFL5 TCOF1 TENM1 TENM2 TENM3 TENM4 TERF1 TERF2 TERT TESC TFAP2B TFAP4 TFE3 TFEB TFEC TFRC TGFB2 THAP1 THAP12 THBS1 THRSP TIMM10 TIMM9 TKT TLR4 TLR6 TLR9 TMEM132A TMEM192 TMEM266 TMIGD1 TNNC1 TOP2A TOX3 TP53 TP53I3 TPCN1 TPD52 TPD52L1 TPI1 TPM1 TPM2 TPM4 TPPP TPR TPST1 TPST2 TREX1 TREX2 TRIM21 TRIM22 TRIM34 TRIM37 TRIM38 TRIM5 TRIM58 TRIM6 TRIM68 TRIM8 TRIM9 TRMT112 TRNT1 TRPC6 TSC2 TSG101 TSSK4 TUBA1A TUBB2B TWIST1 TWIST2 TXN TXNRD2 TYMP TYMS TYR TYROBP TYRP1 TYW5 UBA2 UBA3 UBA5 UCP2 UGT1A1 UGT1A10 UGT1A3 UGT1A4 UGT1A6 UGT1A7 UGT1A8 UGT1A9 UPB1 USF1 USF2 USF3 UXS1 VAPA VAPB VEGFA VIL1 VPS25 VPS4B WARS1 WDR54 WRN WWTR1 XBP1 XCL1 XDH XPA XPNPEP1 XPNPEP3 YARS2 YWHAE YWHAH ZBED1 ZBED4 ZBED6 ZBTB1 ZBTB16 ZBTB38 ZBTB4 ZBTB7B ZDHHC2 ZDHHC3 ZHX1 ZHX2 ZHX3 ZMYM1 ZNF174 ZNF318 ZNF862 GOMF_PROTEIN_DISULFIDE_ISOMERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEIN_DISULFIDE_ISOMERASE_ACTIVITY CRELD1 CRELD2 ENOX1 ERP27 ERP29 ERP44 GLRX2 ITGB3 P4HB PDIA2 PDIA3 PDIA4 PDIA5 PDIA6 PDILT PIGK QSOX1 QSOX2 TMX3 TXNDC5 GOMF_PROTEIN_DISULFIDE_REDUCTASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEIN_DISULFIDE_REDUCTASE_ACTIVITY CCS CHCHD4 DNAJC10 ERO1A ERO1B GFER GLRX2 NXN P4HB PDIA2 PDIA3 PDIA4 PDIA5 PDIA6 PGK1 QSOX1 QSOX2 SCO2 STAB1 STAB2 TMX3 TXN TXN2 TXNDC12 TXNDC17 TXNDC5 TXNDC8 TXNL1 GOMF_PROTEIN_DOMAIN_SPECIFIC_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEIN_DOMAIN_SPECIFIC_BINDING AATF ABI1 ABI2 ABI3 ABL1 ACOX1 ACSL3 ACTN2 ACVR2A ADAM10 ADAM12 ADAM15 ADAM17 ADAM19 ADAM9 ADGRB1 ADRB1 AFAP1 AFAP1L1 AFAP1L2 AIDA AIP AKAP5 ALX4 ANGEL1 AP2A2 AP2M1 AP4M1 APP AR ARF1 ARFIP1 ARFIP2 ARHGAP1 ARHGAP17 ARHGAP27 ARHGAP29 ARHGAP31 ARHGAP5 ARHGAP6 ARHGEF16 ARHGEF4 ARL1 ATF2 ATF4 ATN1 ATP2B1 ATP2B2 ATP2B3 ATP2B4 ATRX AXIN1 BAIAP2 BAK1 BASP1 BAX BCAR1 BCL10 BCL2 BCL2L1 BCL2L2 BHLHE40 BLNK BMI1 BOK BPY2 BPY2B BPY2C CABYR CACNG3 CACYBP CADM1 CAPG CAPN7 CARD10 CARD11 CARD14 CARD16 CARD18 CARD19 CARD8 CARD9 CASP1 CASP10 CASP2 CASP4 CASP8 CASP9 CBL CBLB CBLC CBX3 CCDC6 CCDC88A CCDC88C CCNA2 CCT6A CD2AP CD3E CD40 CDC25C CDC42 CDC5L CDK2 CENPJ CEP250 CEP68 CFTR CHAF1A CHEK1 CHMP1A CHMP1B CHMP2A CHMP2B CIT CITED1 CITED2 CLCN3 CLDN7 CLEC3B CLTC CNOT1 CNOT9 CNTLN CNTNAP1 CNTROB CRADD CRB3 CRIM1 CRIPT CRK CRX CSNK2B CTBP1 CTNNB1 CTNNBIP1 CTR9 CTTNBP2 CUL3 CXADR CXXC4 CYBA DAB2IP DAG1 DAP DAPK3 DAPL1 DAZAP2 DBNL DDB1 DDIT3 DDX20 DDX5 DDX6 DFFA DFFB DICER1 DIXDC1 DLC1 DLG1 DLG4 DLX5 DNAJA1 DNAJC6 DNM2 DOCK1 DOCK3 DOCK4 DPYSL3 DRD4 DTNA DTX1 DVL2 E2F4 EFS EGR2 EHD2 EHMT1 EHMT2 ELMO1 ELMO2 ELMO3 ENAH ENKUR ENTREP3 EPB41L2 EPB41L5 EPHA4 EPN3 EPS15 ERC1 ESPN ESRRA ESRRG ETS2 ETV6 EVL EXOC4 EZR F11R FADD FAF1 FHOD1 FKBP8 FMN1 FOXA1 FOXA2 FOXA3 FOXH1 FUT8 FYN FZD1 FZD2 FZD3 FZD4 FZD7 FZD8 GABRR1 GABRR2 GAPDH GATA1 GATA2 GATA3 GHR GJA5 GNG12 GNG5 GPR37 GPSM2 GPX1 GRB2 GRIA1 GRID2 GRIK2 GTF2F1 GUSB HCLS1 HDAC1 HES1 HEYL HGS HIF1A HIF1AN HIP1R HMGA2 HMGB2 HNRNPA1 HNRNPK HNRNPM HOMER3 HOXA3 HOXB1 HOXC4 HPCAL4 HSP90AA1 HSP90AA2P HSP90AA4P HSP90AB1 HSP90AB2P HSP90AB3P HSP90AB4P HSPA1A HSPA1B HSPA2 HSPA5 HSPA8 ICA1 ICA1L ID3 IKBKG IKZF1 IKZF4 IKZF5 IL1B INPP5A INPP5D INPP5J INPPL1 INSC INSR IQGAP1 IRF3 IRGM IRS1 IRS2 IST1 ITGA3 ITGB1BP2 ITPR1 JAK2 JDP2 KAT14 KCNA1 KCNAB1 KCNH2 KCNJ4 KCNN2 KEAP1 KHDRBS1 KHDRBS2 KHDRBS3 KIDINS220 KIF14 KIF20B KIF21A KIT KLHL17 KPNB1 L1CAM L3MBTL1 LAMP1 LAMP2 LANCL1 LAT2 LAX1 LBR LCK LDB1 LDB2 LEF1 LILRB1 LIN7A LIN7B LIN7C LITAF LLGL2 LNX1 LNX2 LONP1 LPAR1 LPAR2 LRP2 LRRFIP2 LSM4 LUC7L LYN M6PR MAP2K2 MAP3K5 MAPK15 MAPT MAVS MBD2 MCL1 MDM2 MECP2 MED1 MEOX1 MICAL1 MITD1 MLF1 MOSPD2 MPP3 MPP7 MRPL17 MRPS31 MRTFA MUC17 MVB12A MYD88 MYH9 MYO1D MYO7A MYPN NCF1 NCK1 NCKIPSD NCL NCOA2 NCOA3 NDFIP1 NDFIP2 NEDD4 NEFL NFE2 NFE2L2 NFKBIZ NHERF1 NIPBL NKD1 NKX3-1 NLGN1 NLK NLRP1 NLRP2 NOD1 NOD2 NOL3 NOXA1 NR0B1 NR0B2 NRL NSF NUMA1 NUP62 OCLN OLIG2 OSBP OSTF1 PAG1 PAK3 PALS1 PAWR PAX3 PAX6 PDE2A PDZK1 PIAS1 PICK1 PINK1 PKD1 PKD2 PLAUR PLEKHA1 PLEKHA2 PLG PLSCR1 PLSCR3 PLSCR4 PLXNB3 PLXND1 PMEPA1 PMF1 POLR2J POU2AF1 POU2AF2 POU2AF3 POU3F3 PPARA PPARG PPARGC1B PPIL1 PPP1CC PPP3R1 PRKACA PRKAR1A PRKAR2A PRKAR2B PRKDC PRKN PROX1 PRRG4 PRRX1 PSEN1 PTEN PTK2 PTPN12 PTPN22 PTPN6 PTTG1 PTTG2 PTTG3P PYCARD QKI RAB27A RAB27B RAB6A RAB8B RABEP1 RACK1 RAD9A RAN RAP2B RAPGEF1 RAPGEF2 RAPGEF3 RARA RB1 RBM39 RBMX RCC2 RELA REPS1 RFC1 RHOQ RIPK1 RIPK2 RNF2 RNF41 ROBO1 RPS6KB1 RRM1 RUFY1 RUFY2 RUNX2 RXRA SCAF1 SCAMP1 SCN5A SCNN1A SCNN1B SCNN1G SDC2 SESN2 SGIP1 SH2B2 SH2D2A SH3BGR SH3BGRL SH3BGRL2 SH3BP1 SH3BP2 SH3BP5 SH3KBP1 SH3PXD2B SHANK1 SHANK2 SHANK3 SHC4 SHCBP1 SHISA6 SHISA9 SIGLEC10 SIRPA SIRT1 SIT1 SKAP1 SKI SKP1 SLAMF1 SLC22A12 SLC22A4 SLC22A5 SLC26A6 SLC34A1 SLC9A3 SMAD2 SMTNL1 SNAP25 SNTA1 SNTB1 SNTG2 SOCS7 SOS1 SP100 SPON1 SQSTM1 SRC SRP68 SRP72 SRR SRRM2 SRSF10 SRSF12 SRSF7 SRSF9 SSTR2 STAMBP STK11 STMN3 STRN STRN3 STRN4 STUB1 STX18 STXBP1 STYX SYK SYNGAP1 SYNGR3 SYNJ1 SYNJ2 SYP TADA3 TAF9 TAMALIN TBC1D10A TCAP TCF12 TCF7L2 TDG TEAD2 TERC TERF1 TFDP1 TFDP2 TGFBR3 TH THAP7 THRA TJP2 TLN1 TMEM88 TMEM88B TNK2 TNKS1BP1 TNNI3 TOM1L1 TOP1 TP53 TP53BP2 TP63 TRA2B TRADD TRAF4 TRAK1 TREX1 TRIM11 TRIM16 TRIM28 TRIM9 TRPS1 TRPV4 TUBB TWIST1 U2AF1 U2AF2 UBE2I USHBP1 USP47 USP8 UVRAG VAPA VAPB VASP VCP VIM VPS11 VRK2 WARS1 WAS WASF2 WBP1 WBP11 WBP2NL WIPF1 WNT1 WNT3 WNT3A WNT5A WT1 XPA XRCC4 YWHAB YWHAE YWHAG YWHAH YWHAQ ZBTB16 ZBTB21 ZFYVE9 ZMYND8 ZNF106 ZNF521 ZNF592 ZNF653 ZXDA ZXDC GOMF_PROTEIN_FOLDING_CHAPERONE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEIN_FOLDING_CHAPERONE ANP32E APLF CALR CALR3 CCDC47 CCT2 CCT3 CCT4 CCT5 CCT6A CCT6B CCT7 CCT8 CCT8L1P CCT8L2 CD74 CLGN CLPX DFFA DNAJB1 DNAJB6 DNAJB7 DNAJB8 FKBP8 HSP90AA1 HSP90AA2P HSP90AA4P HSP90AA5P HSP90AB1 HSP90AB2P HSP90AB3P HSP90AB4P HSP90B1 HSP90B2P HSPA13 HSPA14 HSPA1A HSPA1B HSPA1L HSPA2 HSPA4 HSPA4L HSPA5 HSPA6 HSPA7 HSPA8 HSPA9 HSPB1 HSPB6 HSPD1 HSPE1 HSPH1 HYOU1 HYPK KHSRP LYRM7 PDCL3 PFDN1 PFDN2 RIC3 TCP1 TOR1A TRAP1 WDR83OS WIPF1 ZMYND10 GOMF_PROTEIN_FOLDING_CHAPERONE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEIN_FOLDING_CHAPERONE_BINDING AHSA1 AHSA2P ALB AMFR ATP1A1 ATP1A2 ATP1A3 ATP7A BAG1 BAG2 BAG3 BAG4 BAG5 BAG6 BAK1 BAX BIN1 BIRC2 BIRC5 CALR CDC25A CDC37 CDC37L1 CDK1 CDKN1B CFTR CLU CP CTSC CYP1A1 CYP2E1 DNAAF6 DNAJA1 DNAJA2 DNAJA3 DNAJA4 DNAJB1 DNAJB12 DNAJB13 DNAJB14 DNAJB2 DNAJB3 DNAJB4 DNAJB5 DNAJB6 DNAJB7 DNAJB8 DNAJB9 DNAJC1 DNAJC10 DNAJC18 DNAJC2 DNAJC3 DNAJC8 DNAJC9 DNLZ ERN1 ERP29 FGB FGF1 FICD FNIP1 FNIP2 GAK GET4 GNB5 GPR37 GRN GRPEL1 GRPEL2 HDAC8 HES1 HIKESHI HLA-B HSCB HSPA2 HSPA5 HSPA8 HSPB6 HSPD1 HSPE1 IQCG LRP2 MAPT METTL21A MVD NOD2 NUP62 PACRG PDPN PFDN4 PFDN6 PGLYRP1 PLG PPEF2 PPID PRKN PRNP PTGES3 PTGES3L RNF207 RPS3 SACS SCARB2 SDF2L1 SGTB SLC12A2 SLC25A17 SNCA SOD1 SPN ST13 STAU2 STUB1 SUGT1 SYVN1 TBCA TBCC TBCD TBCE TERT TFRC TIMM10 TIMM44 TIMM9 TP53 TSACC TSC1 TTC4 UBL4A USP13 VWF WRAP53 GOMF_PROTEIN_GERANYLGERANYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEIN_GERANYLGERANYLTRANSFERASE_ACTIVITY CHM FNTA PGGT1B RABGGTA RABGGTB GOMF_PROTEIN_GLUTAMIC_ACID_LIGASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEIN_GLUTAMIC_ACID_LIGASE_ACTIVITY TPGS1 TTLL1 TTLL11 TTLL13 TTLL2 TTLL4 TTLL5 TTLL6 TTLL7 TTLL9 GOMF_PROTEIN_GLUTAMINE_GAMMA_GLUTAMYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEIN_GLUTAMINE_GAMMA_GLUTAMYLTRANSFERASE_ACTIVITY EPB42 F13A1 TGM1 TGM2 TGM3 TGM4 TGM5 TGM6 TGM7 GOMF_PROTEIN_HETERODIMERIZATION_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEIN_HETERODIMERIZATION_ACTIVITY ABCD1 ABCD2 ABCG1 ABCG4 ABCG5 ABCG8 ABTB2 ABTB3 ADCY8 ADD1 ADD2 ADORA1 ADRA1A ADRA1B ADRA2A ADRA2C ADRB1 AGTR1 AHR ALG2 AOC3 APOA2 ARNT ARNT2 ATF2 ATF3 ATF4 ATF6 ATP1A1 ATP1A2 ATP1B1 ATP1B2 AURKA BAK1 BARD1 BAX BCL2 BCL2A1 BCL2L1 BCL2L10 BCL2L2 BDKRB2 BHLHA9 BHLHE40 BHLHE41 BMP6 BOK BUD23 CAV1 CAV2 CD247 CEACAM6 CEACAM8 CENPA CENPS CENPT CENPW CFHR5 CHRAC1 CHUK CREB3L3 CYBA CYBB DDIT3 DGKD DR1 DRAP1 EPAS1 ERBB2 ERBB3 EXT1 EXT2 FBXO7 FMR1 FXR1 FXR2 FZD4 FZD9 GABBR1 GABBR2 GADD45A GCA GPHA2 GPHB5 GTF2A1 GTF2A2 H2AB1 H2AB2 H2AB3 H2AC1 H2AC11 H2AC12 H2AC13 H2AC15 H2AC16 H2AC17 H2AC18 H2AC19 H2AC20 H2AC21 H2AC25 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AL3 H2AP H2AX H2AZ1 H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC18 H2BC19P H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H2BK1 H2BN1 H2BW1 H2BW2 H3-3A H3-3B H3-4 H3-5 H3-7 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H3Y1 H3Y2 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C7 H4C8 H4C9 HEXA HIF1A HIP1 HIP1R HSF1 IKBKB IKBKG IKZF3 IL12A IL12B IL17A IL17F IRAK1 IRAK2 IRAK3 ITGA3 ITGB1 JAM3 JDP2 KATNA1 KATNB1 KCNB1 KCNB2 KRT1 KRT10 KRT25 LSM5 LSM6 MACROH2A1 MACROH2A2 MAPK4 MAPK6 MCL1 MEF2A MEF2C MEF2D METTL3 MICU1 MICU2 MIGA1 MIGA2 MLX MLXIPL MTTP NAE1 NEUROD1 NEUROD2 NFYB NFYC NOLC1 NPAS1 NPAS3 NPAS4 NR4A1 NR4A2 P2RY1 P4HB PAFAH1B1 PAFAH1B2 PAFAH1B3 PDGFA PDGFB PDSS1 PDSS2 PEF1 PGLYRP3 PGLYRP4 PHB1 PHB2 PIK3R1 PIK3R2 POLE3 POLE4 PPP2CA PPP2R1A PRMT5 PSMF1 QTRT1 QTRT2 RALGAPA1 RALGAPA2 RALGAPB RAN RCC1 ROPN1B RRAGA RRAGC RRAGD SAE1 SDCBP SDCBP2 SIM1 SIM2 SLC3A1 SLC3A2 SLC51A SLC51B SLC7A13 SLC7A8 SLC7A9 SMC1A SMC3 SNX1 SNX2 SOHLH1 SOHLH2 SOS1 SOS2 SRGAP2C SRI SUPT3H SUPT4H1 SUPT5H SUPT7L SYT1 SYT10 SYT5 TAF1 TAF11 TAF11L10 TAF11L11 TAF11L12 TAF11L13 TAF11L14 TAF11L2 TAF11L3 TAF11L4 TAF11L6 TAF11L7 TAF11L8 TAF11L9 TAF12 TAF13 TAF3 TAF4 TAF4B TAF6 TAF6L TAF7 TAF8 TAF9 TAF9B TCF12 TCF3 TCF4 TCOF1 TENM1 TENM2 TENM3 TENM4 TFAP2B TLR4 TLR6 TOP2A TP53 TPM1 TPM2 TPM4 TRMT112 TUBA1A TUBB2B UBA2 UBA3 USF1 USF2 VAPA VAPB XBP1 YWHAE YWHAH ZBTB1 ZHX1 ZHX2 ZHX3 GOMF_PROTEIN_HOMODIMERIZATION_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEIN_HOMODIMERIZATION_ACTIVITY AADAT ABCB10 ABCB7 ABCB9 ABCD1 ABCD2 ABCD3 ABCG1 ABCG2 ABCG4 ACHE ACOD1 ACOT7 ACOX1 ACOX2 ACP3 ACSL6 ACTN1 ACTN4 ACVR1 ADA2 ADAM10 ADCY8 ADD1 ADD2 ADIPOQ ADRA2A ADRA2C ADRB2 ADRB3 AGXT AHR AIMP1 AKT1 ALDH1A3 ALDH3A2 ALS2 AMBP AMHR2 ANG ANO1 AOC1 AOX1 APOA1 APOA2 APOA4 APOE APPL1 APPL2 ARMCX5-GPRASP2 ARNT ASMT ATF2 ATF3 ATG7 ATIC ATP2A1 AXIN1 B2M BAK1 BANF1 BARD1 BAX BCL2 BCL2A1 BCL2L1 BCL2L10 BCL2L2 BHLHE40 BHLHE41 BLM BLOC1S6 BLTP3B BMPR1A BNIP3 BNIP3L BOK BST2 C16orf89 CACYBP CADM1 CADM3 CALCOCO2 CAMK2A CAMK2B CAMK2D CAMK2G CANT1 CARD8 CARD9 CARNMT1 CASQ2 CASR CAT CAV2 CBS CBY1 CCDC103 CCDC66 CCDC88A CCL5 CD247 CD300H CD4 CDA CDADC1 CDSN CEACAM1 CEACAM5 CEBPA CEBPB CENPF CEP131 CEP43 CEP57 CER1 CGAS CHEK2 CHKA CHMP1A CHMP4A CHMP4B CHMP4C CHRNA7 CHUK CIB2 CIDEA CIP2A CISD1 CISD2 CITED1 CLCN1 CLEC2A CLN6 CLTRN CNOT9 COL2A1 COL9A1 COL9A2 COL9A3 COMMD1 COQ9 CORO1A CPOX CPQ CR2 CREB3L3 CRPPA CRYAB CRYL1 CRYM CSF1 CSF1R CST7 CUBN CYP2R1 DAB2IP DAPK3 DARS2 DCK DCLRE1B DDIT3 DEFA3 DEFA4 DEFA5 DEFA6 DGAT2 DGCR8 DGKD DNM1L DNPH1 DNTTIP1 DPP4 DPY30 DPYD DROSHA DSCAML1 DUSP29 ECE1 ECT2 EEA1 EFEMP2 EIF2AK1 ELAVL1 ENDOG ENG ENO1 ENPP1 ENSG00000274276 EPHX2 EPRS1 ERBB4 ERCC5 ERN1 ERP29 EXD1 EXD2 EXT1 EXT2 F11R FAP FBLN5 FBXO4 FCER1G FECH FGFR1 FGFR2 FIBIN FICD FLNA FLRT3 FLT4 FMR1 FOXP2 FOXP3 FXR1 FXR2 FZD4 FZD9 G6PD GADD45A GALE GALM GBP1 GBP2 GBP3 GBP4 GBP5 GCA GCH1 GDF15 GDNF GEN1 GGCT GHR GID8 GIMAP7 GLA GLB1 GLCE GLDC GLIPR2 GLUD1 GNPTG GOLGA5 GPD1 GPD1L GPRASP3 GREM1 GRHL1 GRHPR GRM6 GRPEL1 GRPEL2 GSS GSTA4 GSTM1 GSTM2 GSTM3 GSTM4 GSTZ1 GTF2A2 GUCY2D GYG1 GZMA HAND1 HAND2 HARS1 HES1 HESX1 HEYL HHEX HIF1AN HIP1 HIP1R HLA-G HM13 HMGCS1 HMOX1 HNF4A HOGA1 HOOK1 HPD HPGDS HPS4 HSD11B1 HSD17B1 HSD17B4 HSP90AA1 HSP90AB1 HSPB1 HSPB6 HSPB8 IDE IDH1 IKBKB IKBKG IKZF3 IL17A IL17D IL17F IL6R IMPA1 IMPA2 INHBB INPP5F IRAK1 IRAK2 IRAK3 IRF3 ISCU IZUMO1 IZUMO3 JAM3 JAML JCHAIN JDP2 JUP KARS1 KCNH2 KCNN2 KIF20B KIT KLHL7 KLRF2 KMT2A KNSTRN KYAT1 KYAT3 KYNU LCT LDB1 LHPP LILRB1 LILRB2 LPL LRP4 LRP6 LRRFIP1 LRRK2 LYRM4 MAD2L1 MAG MAN2A1 MAP3K10 MAP3K11 MAP3K12 MAP3K13 MAP3K21 MAP3K5 MAP3K9 MAPK4 MASP1 MCL1 MEF2D MFF MFSD1 MGAT2 MGAT4A MGLL MID1 MID2 MIGA1 MIGA2 MIXL1 MKLN1 MLX MLXIPL MMAA MMACHC MME MMUT MORC2 MSH2 MSH3 MSH6 MSTN MTCL1 MTHFD1L MTMR1 MTPAP MTUS2 MUC13 MVD MYH9 MYO9B MYOD1 MYOM1 MYOM3 MZF1 NAA60 NAALADL1 NACC2 NADK2 NAGA NDP NECTIN1 NECTIN2 NECTIN3 NEUROG1 NFE4 NFS1 NKX2-5 NLGN4X NLRC4 NOD1 NOG NOS2 NPC1L1 NPM1 NPR3 NQO2 NR0B1 NR0B2 NR2C1 NR2F2 NR4A3 NR6A1 NRBP1 NRF1 NTRK1 NTRK2 NUDT16 NUDT16L1 NUDT21 NUDT5 ODC1 OXA1L PADI2 PAFAH1B2 PAFAH1B3 PANK1 PANK3 PAPSS1 PARK7 PARP1 PAXX PCYT1A PDCD10 PDCD6 PDCD6IP PDE2A PDGFA PDGFB PDGFC PDGFRA PDK2 PDLIM4 PDXK PDXP PECAM1 PEX11A PEX11B PEX7 PGRMC1 PHB2 PHETA1 PHETA2 PIP4K2A PIP4K2B PKD2 PLD6 PLEK PLN PML PNPO PON1 PON3 POU3F3 PPCS PRDM9 PRKRA PRMT2 PRMT8 PRPH2 PRPS1 PRPS1L1 PRPS2 PRTFDC1 PSAP PSMD7 PSMF1 PSPH PTGS2 PTH1R PTPA PTPRO PTPRT PYCARD QTRT1 QTRT2 RAB11FIP2 RAB11FIP3 RAB11FIP4 RABEP1 RABL3 RACK1 RAG1 RAP1GAP RASIP1 RBM11 RBM44 RBPMS RBPMS2 RCHY1 RDH5 RELA RFPL1 RFPL2 RFPL3 RFPL4A RFPL4AL1 RIPK1 RIPK2 RNF40 RNF8 ROM1 RPE RRAGA RRM2 RUVBL2 S100A1 S100A10 S100A11 S100A13 S100A16 S100A5 S100A6 S100B S100P S100Z SARS1 SCARB2 SCLY SDCBP2 SDS SEPTIN12 SERPINF2 SETMAR SFPQ SH3GLB1 SHMT1 SHMT2 SIRT6 SLC11A1 SLC25A14 SLC25A27 SLC26A5 SLC30A8 SLC33A1 SLC39A13 SLC3A2 SLC4A1 SLC51A SLC5A5 SLC8B1 SLIT2 SLK SMAD3 SMAD4 SMCHD1 SMIM1 SNF8 SNRPC SNX1 SNX2 SNX6 SNX9 SOHLH1 SOHLH2 SOX6 SP1 SPPL2A SPPL2B SPPL2C SPPL3 SRF SRGAP2 SRGAP2C SRM SRR SSBP1 ST3GAL2 ST6GAL1 STARD3 STARD3NL STAT1 STAT3 STAT5B STC2 STING1 STK10 STK25 STK26 STK4 STOM STUB1 SUPV3L1 SYNDIG1 SYNE1 SYT10 SYT6 TAP1 TARBP2 TARS2 TBC1D22A TBX1 TBX15 TBX18 TCF3 TENM1 TENM2 TENM3 TENM4 TERF1 TERF2 TERT TESC TFAP2B TFAP4 TFRC TGFB2 THAP1 THBS1 THRSP TIMM10 TIMM9 TKT TLR9 TMEM132A TMEM192 TMEM266 TMIGD1 TNNC1 TOP2A TOX3 TP53I3 TPCN1 TPD52 TPD52L1 TPI1 TPM1 TPM2 TPM4 TPPP TPR TPST1 TPST2 TREX1 TREX2 TRIM21 TRIM22 TRIM34 TRIM37 TRIM38 TRIM5 TRIM58 TRIM6 TRIM68 TRIM8 TRIM9 TRNT1 TRPC6 TSC2 TSG101 TSSK4 TWIST1 TXN TXNRD2 TYMP TYMS TYR TYROBP TYRP1 TYW5 UBA5 UCP2 UGT1A1 UGT1A10 UGT1A3 UGT1A4 UGT1A6 UGT1A7 UGT1A8 UGT1A9 UPB1 USF1 USF2 UXS1 VAPA VAPB VEGFA VIL1 VPS25 VPS4B WARS1 WDR54 WRN WWTR1 XCL1 XDH XPA XPNPEP1 XPNPEP3 YARS2 ZBTB1 ZBTB16 ZBTB38 ZBTB4 ZBTB7B ZDHHC2 ZDHHC3 ZHX2 ZHX3 ZNF174 ZNF318 GOMF_PROTEIN_HORMONE_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEIN_HORMONE_RECEPTOR_ACTIVITY ADIPOR1 ADIPOR2 AMHR2 CMKLR1 CMKLR2 EXTL3 FSHR GNRHR GNRHR2 GPR173 IGF1R INSR INSRR LGR4 LGR5 LGR6 LHCGR MCHR1 PAX8 RXFP2 TSHR GOMF_PROTEIN_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEIN_KINASE_ACTIVITY AAK1 AATK ABL1 ABL2 ACVR1 ACVR1B ACVR1C ACVR2A ACVR2B ACVRL1 ADCK1 ADCK2 ADCK5 AKT1 AKT2 AKT3 ALK ALPK1 ALPK2 ALPK3 AMHR2 ANKK1 ARAF ATM ATP23 ATR AURKA AURKB AURKC AVP AXL BAZ1B BCKDK BCR BLK BMP2K BMPR1A BMPR1B BMPR2 BMX BRAF BRD2 BRD4 BRSK1 BRSK2 BTK BUB1 BUB1B C8orf44-SGK3 CAD CAMK1 CAMK1D CAMK1G CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 CAMKK1 CAMKK2 CAMKV CASK CCL2 CCL3 CCL5 CCL8 CCND1 CCND3 CCNK CDC42BPA CDC42BPB CDC42BPG CDC7 CDK1 CDK10 CDK11A CDK11B CDK12 CDK13 CDK14 CDK15 CDK16 CDK17 CDK18 CDK19 CDK2 CDK20 CDK3 CDK4 CDK5 CDK5R1 CDK6 CDK7 CDK8 CDK9 CDKL1 CDKL2 CDKL3 CDKL4 CDKL5 CDKN1A CHEK1 CHEK2 CHKA CHUK CIITA CILK1 CIT CLK1 CLK2 CLK3 CLK4 COQ8A COQ8B CPNE3 CRIM1 CSF1R CSK CSNK1A1 CSNK1A1L CSNK1D CSNK1E CSNK1G1 CSNK1G2 CSNK1G3 CSNK2A1 CSNK2A2 CSNK2B DAPK1 DAPK2 DAPK3 DCAF1 DCLK1 DCLK2 DCLK3 DDR1 DDR2 DMPK DSTYK DYRK1A DYRK1B DYRK2 DYRK3 DYRK4 EEF2K EFEMP1 EFNA3 EFNA4 EFNB3 EGFR EIF2AK1 EIF2AK2 EIF2AK3 EIF2AK4 ENG ENSG00000275993 EPHA1 EPHA10 EPHA2 EPHA3 EPHA4 EPHA5 EPHA6 EPHA7 EPHA8 EPHB1 EPHB2 EPHB3 EPHB4 EPHB6 ERBB2 ERBB3 ERBB4 ERN1 ERN2 FAM20A FAM20C FASTK FER FES FGFR1 FGFR2 FGFR3 FGFR4 FGFRL1 FGR FLT1 FLT3 FLT4 FRK FYN GAK GRK1 GRK2 GRK3 GRK4 GRK5 GRK6 GRK7 GSK3A GSK3B GUCY2C GUCY2D GUCY2F HASPIN HCK HIPK1 HIPK2 HIPK3 HIPK4 HJV HSPB8 HTATIP2 HUNK IGF1R IGF2R IKBKB IKBKE ILK INSR INSRR IRAK1 IRAK2 IRAK3 IRAK4 ITK ITPKA JAK1 JAK2 JAK3 KALRN KDR KIT KSR1 KSR2 LATS1 LATS2 LCK LIMK1 LIMK2 LMTK2 LMTK3 LRRK1 LRRK2 LTBP1 LTBP4 LTK LYN MAK MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K5 MAP2K6 MAP2K7 MAP3K1 MAP3K10 MAP3K11 MAP3K12 MAP3K13 MAP3K14 MAP3K15 MAP3K19 MAP3K2 MAP3K20 MAP3K21 MAP3K3 MAP3K4 MAP3K5 MAP3K6 MAP3K7 MAP3K8 MAP3K9 MAP4K1 MAP4K2 MAP4K3 MAP4K4 MAP4K5 MAPK1 MAPK10 MAPK11 MAPK12 MAPK13 MAPK14 MAPK15 MAPK3 MAPK4 MAPK6 MAPK7 MAPK8 MAPK9 MAPKAPK2 MAPKAPK3 MAPKAPK5 MARK1 MARK2 MARK3 MARK4 MAST1 MAST2 MAST3 MAST4 MASTL MATK MELK MERTK MET MINK1 MKNK1 MKNK2 MLKL MMD MMD2 MOK MOS MST1R MTOR MUSK MYLK MYLK2 MYLK3 MYLK4 MYO3A MYO3B NEK1 NEK10 NEK11 NEK2 NEK3 NEK4 NEK5 NEK6 NEK7 NEK8 NEK9 NIM1K NLK NME2 NPR1 NPR2 NRBP1 NRBP2 NRK NRP1 NRP2 NTRK1 NTRK2 NTRK3 NUAK1 NUAK2 OBSCN OXSR1 PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 PAN3 PASK PBK PCK1 PDGFRA PDGFRB PDGFRL PDIK1L PDK1 PDK2 PDK3 PDK4 PDPK1 PEAK1 PEAK3 PHKA1 PHKA2 PHKG1 PHKG2 PIK3C3 PIK3CA PIK3CB PIK3CG PIK3R4 PIKFYVE PIM1 PIM2 PIM3 PINK1 PKDCC PKM PKMYT1 PKN1 PKN2 PKN3 PLK1 PLK2 PLK3 PLK4 PLK5 PNCK POMK PPM1D PPP1R9B PRAG1 PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKACA PRKACB PRKACG PRKAG1 PRKAG2 PRKAG3 PRKCA PRKCB PRKCD PRKCE PRKCG PRKCH PRKCI PRKCQ PRKCZ PRKD1 PRKD2 PRKD3 PRKDC PRKG1 PRKG2 PRKX PRKY PRPF4B PSKH1 PSKH2 PTK2 PTK2B PTK6 PTK7 PXK RAF1 RASSF2 RET RIOK1 RIOK2 RIOK3 RIPK1 RIPK2 RIPK3 RIPK4 RNASEL ROCK1 ROCK2 ROR1 ROR2 ROS1 RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA4 RPS6KA5 RPS6KA6 RPS6KB1 RPS6KB2 RPS6KC1 RPS6KL1 RSKR RYK SBK1 SBK2 SBK3 SCYL1 SCYL2 SGK1 SGK2 SGK3 SIK1 SIK2 SIK3 SLK SMG1 SNRK SOSTDC1 SPEG SQSTM1 SRC SRMS SRPK1 SRPK2 SRPK3 STK10 STK11 STK16 STK17A STK17B STK19 STK24 STK25 STK26 STK3 STK31 STK32A STK32B STK32C STK33 STK35 STK36 STK38 STK38L STK39 STK4 STK40 STKLD1 STRADA STRADB STYK1 SYK TAF1 TAF1L TAOK1 TAOK2 TAOK3 TBCK TBK1 TEC TEK TESK1 TESK2 TEX14 TGFBR1 TGFBR2 TGFBR3 TGFBR3L TIE1 TLK1 TLK2 TNIK TNK1 TNK2 TNNI3K TOP1 TP53RK TRIB1 TRIB2 TRIM24 TRIM28 TRIO TRPM6 TRPM7 TSSK1B TSSK2 TSSK3 TSSK4 TSSK6 TTBK1 TTBK2 TTK TTN TWF1 TXK TYK2 TYRO3 UHMK1 ULK1 ULK2 ULK3 ULK4 VRK1 VRK2 VRK3 WEE1 WEE2 WNK1 WNK2 WNK3 WNK4 YES1 ZAP70 GOMF_PROTEIN_KINASE_A_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEIN_KINASE_A_BINDING ACBD3 AKAIN1 AKAP1 AKAP10 AKAP11 AKAP12 AKAP13 AKAP14 AKAP17A AKAP3 AKAP4 AKAP5 AKAP6 AKAP7 AKAP8 AKAP8L AKAP9 ARFGEF1 ARFGEF2 C2orf88 CRYBG3 CSK DACT1 DACT2 DACT3 EZR GRIA1 GSK3A GSK3B GSKIP KCNQ1 LRRK2 MYRIP PJA2 PKIA PRKACA PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRRC1 RARA RDX RPS3 RYR2 SOX9 SPATC1L SPHKAP WASF1 WASF2 WASF3 GOMF_PROTEIN_KINASE_A_CATALYTIC_SUBUNIT_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEIN_KINASE_A_CATALYTIC_SUBUNIT_BINDING CSK EZR GSK3A GSK3B KCNQ1 PJA2 PKIA PRKAR1A PRKAR1B PRKAR2A PRKAR2B RYR2 SOX9 GOMF_PROTEIN_KINASE_A_REGULATORY_SUBUNIT_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEIN_KINASE_A_REGULATORY_SUBUNIT_BINDING ACBD3 AKAP1 AKAP11 AKAP14 AKAP5 AKAP6 AKAP7 AKAP8 AKAP8L AKAP9 ARFGEF1 ARFGEF2 C2orf88 EZR GSKIP KCNQ1 PJA2 PRKACA PRKACG PRRC1 RYR2 SPATC1L WASF1 WASF2 WASF3 GOMF_PROTEIN_KINASE_B_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEIN_KINASE_B_BINDING ANKRD2 APPL1 ARRB2 BCL10 CCDC88A PDE3B PINK1 RARA SRSF1 TRAF6 GOMF_PROTEIN_KINASE_C_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEIN_KINASE_C_ACTIVITY PKN1 PKN2 PKN3 PRKCA PRKCB PRKCD PRKCE PRKCG PRKCH PRKCI PRKCQ PRKCZ PRKD1 PRKD2 PRKD3 SMG1 GOMF_PROTEIN_KINASE_C_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEIN_KINASE_C_BINDING ABL1 ADAM9 ADCY4 ADCY6 ADD3 AVPR1A AVPR1B CAVIN2 CAVIN3 CCDC88A DACT1 DACT2 DACT3 DSP FEZ1 FLNA GLRX3 GRK5 HDAC5 HDAC7 HDAC9 HINT1 HSPB1 IRS1 ITGAV ITGB3 LDB3 MARCKS NELL1 NELL2 PDLIM5 PICK1 PKN1 PKP2 PLEK PRKCB PRKCSH PRKD1 PRKD2 RACK1 SDC4 SQSTM1 SRC TDG TIRAP TOP2A TRPV4 TWF2 UGT1A10 UGT1A7 YWHAG GOMF_PROTEIN_LIPID_COMPLEX_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEIN_LIPID_COMPLEX_BINDING ABCA1 APOA1 APOA2 APOE APOL2 APOL5 CD36 CDH13 COLEC12 CRP GPIHBP1 HSPD1 LDLR LIPC LPL LRP8 MAPT MIR30C1 MIR9-1 MSR1 PCSK9 PLTP SAMD1 SCARB1 SCARF1 SORL1 STAB1 STAB2 THBS1 TREM2 VLDLR GOMF_PROTEIN_LYSINE_6_OXIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEIN_LYSINE_6_OXIDASE_ACTIVITY LOX LOXL1 LOXL2 LOXL3 LOXL4 GOMF_PROTEIN_LYSINE_DEACETYLASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEIN_LYSINE_DEACETYLASE_ACTIVITY HDAC1 HDAC10 HDAC11 HDAC2 HDAC3 HDAC4 HDAC5 HDAC6 HDAC7 HDAC8 HDAC9 MIER1 MIER2 MIER3 MTA2 SIRT1 SIRT2 SIRT3 SIRT4 SIRT5 SIRT6 SIRT7 SUDS3 GOMF_PROTEIN_MACROMOLECULE_ADAPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEIN_MACROMOLECULE_ADAPTOR_ACTIVITY A1CF ABI1 ABI2 ADAP2 AIM2 AKAP13 AKAP6 AKIRIN2 AMBRA1 AMFR ANAPC7 ANK1 ANK2 ANK3 ANKRD9 AP1G1 AP1G2 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 AP4E1 APH1A APH1B APPBP2 ARPC4 ARRDC1 ARRDC4 ATG14 ATG16L1 ATP1B1 ATP1B2 ATP1B3 AXIN1 BAIAP2 BANK1 BBS4 BCL3 BECN1 BET1 BET1L BFAR BICD1 BICD2 BIN3 BLNK BNIP1 BRD1 BRD4 BRDT BTRC C17orf97 CAPRIN1 CARD10 CARD8 CAV1 CAV2 CBX5 CCNT1 CD3E CD3G CDC42SE2 CDYL CGAS CHD1L CIB1 CIDEC CNKSR1 CNTLN COL11A1 COL11A2 COL14A1 COL19A1 COL1A2 COL8A2 CRADD CRK CRKL CSNK2B CSTPP1 CUL1 CUL2 CUL3 CUL4A CUL5 DAB2 DAB2IP DAW1 DAXX DCAF1 DCAF12 DCAF13 DCAF7 DDB1 DDX20 DDX3X DDX4 DEDD2 DET1 DGCR8 DLG5 DOK2 DTL DTX3L DUSP19 DVL2 ELOC EPB41L3 EPC1 ERCC2 ERG28 FBXL19 FBXL2 FBXO3 FBXO4 FBXO42 FBXO45 FBXO7 FBXO9 FBXW11 FBXW7 FCRL2 FEM1A FEM1B FEM1C FKBP4 FLRT1 FLRT2 FLRT3 FMR1 FREY1 FRMD4A FRS2 FRS3 FSCN1 FSCN2 FSCN3 FUS FXR1 FXYD2 FZR1 G3BP1 G3BP2 GAB1 GAB2 GAB3 GAB4 GAS2 GAS2L1 GAS2L2 GAS2L3 GAS6 GATAD2A GET1 GLYR1 GNB1 GNB2 GNB3 GNB4 GNB5 GOSR1 GOSR2 GRAPL GRB10 GRB14 GRB2 GRIP1 HCFC1 HDGFL2 HERPUD1 HIP1 HIP1R HNRNPA1 HNRNPA2B1 HOMER1 HOMER2 HPF1 HRAS HSH2D HSPA8 ICE1 IFNAR1 IFNAR2 IKBKG ING2 INSC IQGAP1 IRGM IRS1 IRS2 JCHAIN JUP KEAP1 KHDRBS1 KLF4 KLHDC1 KLHDC10 KLHDC2 KLHDC3 KLHL15 KLHL2 KLHL22 KLHL25 KLHL3 KRAS KSR1 LAMTOR1 LAT LDLRAP1 LGALS3 LIN28A LPL LRRK2 MAGI2 MAP1A MAP2K1 MAP2K2 MAPK8IP1 MAPK8IP2 MAPK8IP3 MAPT MARK4 MAVS MECP2 MEN1 MLPH MMS19 MORC3 MPP7 MYH9 NAPA NAPB NAPG NCK1 NCK2 NCSTN NDC1 NDC80 NEAT1 NEFH NEFL NHERF1 NHERF2 NHERF4 NLRP1 NLRP3 NLRP6 NMD3 NMNAT1 NMNAT2 NOLC1 NPM1 NUFIP1 NUP153 NUP62 OBSL1 OPTN PAG1 PCMTD1 PDCD6 PDZK1 PDZK1P1 PEF1 PEX14 PEX26 PEX3 PHF14 PIH1D1 PIK3R1 POLD3 PPP4R2 PRAME PRAMEF6 PRAMEF9 PRNP PSMC6 PSMD10 PTPN11 RAB3A RACK1 RAD50 RAPGEF4 RAPSN RBM47 RETREG1 RETREG2 RETREG3 RGS14 RIPK2 ROPN1B RPTOR RRAGA RRAGC RXRG SARM1 SCRIB SDCBP SEC22A SEC22B SERINC1 SH2B1 SH2B2 SH2B3 SH2D1B SH3BGRL SH3RF1 SHANK1 SHANK2 SHANK3 SHB SHC1 SKP1 SLA2 SLC35D3 SLC4A1 SLC9A1 SMAD7 SNAP23 SNAP25 SNAP29 SNAP47 SOCS2 SORBS1 SORBS2 SOS1 SPAG4 SPAG9 SPATA2 SPSB1 SPSB2 SPSB4 SPTBN4 SQSTM1 SRRT ST13 STAP1 STAP2 STAT3 STING1 STON1 STON2 STUB1 STX10 STX11 STX12 STX16 STX17 STX18 STX19 STX1A STX1B STX2 STX3 STX4 STX5 STX6 STX7 STX8 SUN1 SUN2 SUN3 SUN5 SUV39H2 SYN1 SYNE1 SYNE2 SYNE3 TARDBP TCAP TCOF1 THAP7 TIAL1 TIRAP TJP2 TONSL TPR TRADD TRAF2 TRAT1 TRDN TRIM11 TRIM17 TRIM22 TRIM5 TRIM6 TRPC4AP TSIX TSNARE1 TUT1 UBQLN2 UBXN8 USE1 VAMP1 VAMP2 VAMP3 VAMP7 VAMP8 VHL VPS11 VPS18 VTI1A VTI1B WDR59 WDR77 WIPI1 WNK1 WNK3 XK YEATS2 YKT6 ZAR1 ZC3H18 ZDHHC11 ZNF598 ZSWIM8 ZZEF1 GOMF_PROTEIN_MEMBRANE_ADAPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEIN_MEMBRANE_ADAPTOR_ACTIVITY AKAP6 ATG14 ATG16L1 CIB1 EPB41L3 GET1 HRAS JUP KRAS LAMTOR1 LPL MYH9 NHERF1 NHERF2 NHERF4 NUP153 PDCD6 PDZK1 PDZK1P1 PEX26 RAPSN RETREG1 RETREG2 RETREG3 RRAGA RRAGC SLC4A1 SPAG4 SPTBN4 SUN1 SUN2 SUN3 SUN5 SYN1 SYNE1 SYNE2 SYNE3 TPR GOMF_PROTEIN_METHYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEIN_METHYLTRANSFERASE_ACTIVITY ANTKMT ARMT1 ASH1L ATPSCKMT CAMKMT CARM1 CSKMT DNMT3A DOT1L EED EEF1AKMT1 EEF1AKMT2 EEF1AKMT3 EEF1AKMT4 EEF2KMT EHMT1 EHMT2 ETFBKMT EZH1 EZH2 FAM86B1 FAM86B2 FAM98A FAM98B FBL FBLL1 FBXO11 HEMK1 ICMT JARID2 KMT2A KMT2B KMT2C KMT2D KMT2E KMT5A KMT5B KMT5C LCMT1 MECOM METTL13 METTL21A METTL21C METTL21EP METTL22 METTL23 METTL9 N6AMT1 NDUFAF7 NSD1 NSD2 NSD3 NTMT1 NTMT2 PCMT1 PCMTD1 PCMTD2 PRDM13 PRDM16 PRDM2 PRDM6 PRDM7 PRDM8 PRDM9 PRMT1 PRMT2 PRMT3 PRMT5 PRMT6 PRMT7 PRMT8 PRMT9 SETBP1 SETD1A SETD1B SETD2 SETD3 SETD4 SETD5 SETD6 SETD7 SETDB1 SETDB2 SETMAR SIRT7 SMYD1 SMYD2 SMYD3 SMYD5 SUV39H1 SUV39H2 SUZ12 TRMT112 TTLL12 VCPKMT WDR5 GOMF_PROTEIN_PHOSPHATASE_1_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEIN_PHOSPHATASE_1_BINDING ADISSP AKAP11 DYNLT4 FER KCNQ1 LILRB1 LILRB2 PHACTR4 PPP1CA PPP1CC PPP1R10 PPP1R11 PPP1R15A PPP1R3A PPP1R3B PPP1R3C PPP1R3D PPP1R3E PPP1R3F PPP1R3G PPP1R9B SH3RF2 SHOC2 SMTNL1 STAU1 GOMF_PROTEIN_PHOSPHATASE_2A_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEIN_PHOSPHATASE_2A_BINDING ADCY8 ANKLE2 ARPP19 BCL2 BOD1 CTTNBP2NL DAB2IP ENSA FOXO1 GNA12 GRIN3A IGBP1 IGBP1C MAPT MASTL MFHAS1 PPME1 PTPA PTPN1 RPS6KB1 SLC6A3 SMG5 SMG7 SPHK1 STAT1 STRN STRN3 STRN4 TP53 GOMF_PROTEIN_PHOSPHATASE_2B_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEIN_PHOSPHATASE_2B_BINDING AKAP5 ATP2B4 MYOZ2 PPP3CB SLC9A1 SOD1 GOMF_PROTEIN_PHOSPHATASE_ACTIVATOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEIN_PHOSPHATASE_ACTIVATOR_ACTIVITY B3GAT3 CALM1 CALM2 CALM3 IGFBP3 PHACTR4 PPP1R15A PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PPP4R3A PPP4R3B PPP4R3C PTPA GOMF_PROTEIN_PHOSPHATASE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEIN_PHOSPHATASE_BINDING ADCY8 ADISSP AKAP11 AKAP5 AMBRA1 ANAPC4 ANAPC5 ANAPC7 ANK1 ANKLE2 AP3B1 ARPP19 ATP2B4 BAD BCL2 BOD1 CADM4 CD22 CD33 CDC27 CDH2 CDH5 CDKN1B CEACAM1 CLEC12B CSF1R CSK CTNNB1 CTTNBP2NL DAB2IP DLG4 DYNLT4 EGFR EIF2AK3 ENSA FBXL2 FCRL2 FCRL3 FCRL6 FER FLT4 FOXO1 GHR GNA12 GRB2 GRIN3A GTF2F1 HSP90AA1 HSP90B1 IGBP1 IGBP1C IKBKE IQGAP1 IRS2 ITGA1 JAK1 JAK3 JUP KAT2A KCNN4 KCNQ1 KIF3A KIFAP3 LCK LGALS3 LILRB1 LILRB2 LILRB4 MAP2K7 MAP3K5 MAPK14 MAPK8 MAPT MASTL MET MFHAS1 MTMR3 MTMR4 MTMR9 MVP MYO16 MYOZ2 NEK2 PDLIM4 PHACTR4 PIK3R1 PIK3R2 PPME1 PPP1CA PPP1CC PPP1R10 PPP1R11 PPP1R15A PPP1R3A PPP1R3B PPP1R3C PPP1R3D PPP1R3E PPP1R3F PPP1R3G PPP1R9B PPP3CB PPP6R1 PPP6R2 PPP6R3 PTK2 PTPA PTPN1 PTPRT PXN RACK1 ROS1 RPA2 RPS6KB1 SH3RF2 SHOC2 SIRPA SKAP1 SLC6A3 SLC9A1 SMG5 SMG7 SMTNL1 SNX3 SOD1 SPHK1 STAT1 STAT3 STAT6 STAU1 STRN STRN3 STRN4 STX17 STYXL1 TBK1 TP53 TRAF2 TRAF3 VCP VRK3 YWHAE GOMF_PROTEIN_PHOSPHORYLATED_AMINO_ACID_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEIN_PHOSPHORYLATED_AMINO_ACID_BINDING ABL1 ABL2 BCAR3 BTRC CBL CBLB CBLC CRK CRKL FBXW7 FGR GRAP GRAP2 GRB2 HCK IRS1 LCK LDLRAP1 LEO1 MAPK1 MAPK3 NCK2 NEDD4 PCIF1 PFN1 PIK3R1 PIK3R2 PIK3R3 PIN1 PLCG2 PTPN11 PTPN3 PTPN5 PTPN6 RASA1 SAMSN1 SCAF4 SCAF8 SH2D3A SH2D3C SH3BP2 SHB SHC1 SHC3 SHD SHE SHF SLA SOCS3 STAP1 SYK VAV1 VAV2 YES1 YWHAB YWHAE YWHAG YWHAZ ZAP70 GOMF_PROTEIN_PRENYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEIN_PRENYLTRANSFERASE_ACTIVITY CHM FNTA FNTB PGGT1B PTAR1 RABGGTA RABGGTB GOMF_PROTEIN_RNA_ADAPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEIN_RNA_ADAPTOR_ACTIVITY DGCR8 LIN28A SH3BGRL TIAL1 ZNF598 GOMF_PROTEIN_SELF_ASSOCIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEIN_SELF_ASSOCIATION ABCD3 ABL1 ACHE ACVR2A ADAM8 AGXT ATXN1 AXIN1 BCL10 CARD11 CARD9 CCDC88C CCL5 CD2 CNTN2 CRK CTSC DMTN DVL2 DYRK1A ELP1 EML2 EML3 EML4 ERGIC3 FAM20C FHOD1 FLT3 FOXP1 GPSM2 HSF1 KCTD9 LDB1 MALT1 MDH2 MYD88 NHERF1 NKX3-1 NLRP1 PCSK9 PEAK3 PLEC PLSCR3 PPARG PTH1R PTK2B RETREG1 RNF112 RSAD2 RYR2 S100A7A SGTA SHANK3 SLC2A1 SMTNL1 SPTBN5 SSNA1 SVIP TCP10L TDG TEC TMEM190 TMEM43 TNFAIP3 TP53 TRIM32 TTN ZFYVE27 ZNF639 ZSWIM2 GOMF_PROTEIN_SEQUESTERING_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEIN_SEQUESTERING_ACTIVITY CASTOR1 CAV1 CDKN1A DDX56 IMPACT INSIG1 INSIG2 LAPTM5 LRRC15 NFKBIA PMEPA1 PRNP SDCBP SEC14L1 SESN2 SMAD6 SPI1 TARBP2 TMC8 USP38 YWHAE YWHAG YWHAZ GOMF_PROTEIN_SERINE_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEIN_SERINE_KINASE_ACTIVITY AAK1 AATK AKT1 AKT2 AKT3 ALPK1 ALPK2 ALPK3 ANKK1 ARAF ATM ATR AURKA AURKB AURKC BCR BMP2K BRAF BRSK1 BRSK2 BUB1 BUB1B C8orf44-SGK3 CAMK1 CAMK1D CAMK1G CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 CAMKK1 CAMKK2 CASK CDC42BPA CDC42BPB CDC42BPG CDC7 CDK1 CDK10 CDK11A CDK11B CDK12 CDK13 CDK14 CDK15 CDK16 CDK17 CDK18 CDK19 CDK2 CDK20 CDK3 CDK4 CDK5 CDK6 CDK7 CDK8 CDK9 CDKL1 CDKL2 CDKL3 CDKL4 CDKL5 CHEK1 CHEK2 CIITA CILK1 CIT CLK1 CLK2 CLK3 CLK4 CSNK1A1 CSNK1A1L CSNK1D CSNK1E CSNK1G1 CSNK1G2 CSNK1G3 CSNK2A1 CSNK2A2 DAPK1 DAPK2 DAPK3 DCAF1 DCLK1 DCLK2 DCLK3 DMPK DSTYK DYRK1A DYRK1B DYRK2 DYRK3 DYRK4 EIF2AK1 EIF2AK2 EIF2AK3 EIF2AK4 ENSG00000275993 ERN1 ERN2 FAM20C FASTK GAK GSK3A GSK3B HASPIN HIPK1 HIPK2 HIPK3 HIPK4 HUNK IKBKB ILK IRAK1 IRAK4 KALRN KSR1 KSR2 LATS1 LATS2 LIMK1 LIMK2 LMTK2 LMTK3 LRRK1 LRRK2 MAK MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K5 MAP2K6 MAP2K7 MAP3K1 MAP3K10 MAP3K11 MAP3K12 MAP3K13 MAP3K14 MAP3K15 MAP3K19 MAP3K2 MAP3K20 MAP3K21 MAP3K3 MAP3K4 MAP3K5 MAP3K6 MAP3K7 MAP3K8 MAP3K9 MAP4K1 MAP4K2 MAP4K3 MAP4K4 MAP4K5 MAPK1 MAPK10 MAPK11 MAPK12 MAPK13 MAPK14 MAPK15 MAPK3 MAPK4 MAPK6 MAPK7 MAPK8 MAPK9 MAPKAPK2 MAPKAPK3 MAPKAPK5 MARK1 MARK2 MARK3 MARK4 MAST1 MAST2 MAST3 MAST4 MASTL MELK MINK1 MKNK1 MKNK2 MOK MOS MTOR MYLK4 MYO3A MYO3B NEK1 NEK10 NEK11 NEK2 NEK3 NEK4 NEK5 NEK6 NEK7 NEK8 NEK9 NIM1K NLK NRK NUAK1 NUAK2 OBSCN OXSR1 PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 PASK PBK PDIK1L PDPK1 PHKG1 PIK3CA PIK3CB PIK3CG PIK3R4 PIKFYVE PIM1 PIM2 PIM3 PINK1 PKMYT1 PKN1 PKN2 PKN3 PLK1 PLK2 PLK3 PLK4 PNCK PRKAA1 PRKAA2 PRKACA PRKACB PRKACG PRKCA PRKCB PRKCD PRKCE PRKCG PRKCH PRKCI PRKCQ PRKCZ PRKD1 PRKD2 PRKD3 PRKDC PRKG1 PRKG2 PRKX PRKY PRPF4B PSKH1 PSKH2 RAF1 RIOK1 RIOK2 RIOK3 RIPK1 RIPK2 RIPK3 RIPK4 ROCK1 ROCK2 RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA4 RPS6KA5 RPS6KA6 RPS6KB1 RPS6KB2 RPS6KC1 RPS6KL1 RSKR SBK1 SBK2 SBK3 SGK1 SGK2 SGK3 SIK1 SIK2 SIK3 SLK SMG1 SNRK SPEG SRPK1 SRPK2 SRPK3 STK10 STK11 STK16 STK17A STK17B STK24 STK25 STK26 STK3 STK31 STK32A STK32B STK32C STK33 STK35 STK36 STK38 STK38L STK39 STK4 STK40 TAF1 TAOK1 TAOK2 TAOK3 TBK1 TESK1 TESK2 TLK1 TLK2 TNIK TNK2 TNNI3K TP53RK TRIO TRPM6 TRPM7 TSSK1B TSSK2 TSSK3 TSSK4 TSSK6 TTBK1 TTBK2 TTK TTN UHMK1 ULK1 ULK2 ULK3 ULK4 VRK1 VRK2 WNK1 WNK2 WNK3 WNK4 GOMF_PROTEIN_SERINE_THREONINE_KINASE_ACTIVATOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEIN_SERINE_THREONINE_KINASE_ACTIVATOR_ACTIVITY ACSL1 ADIPOQ ALS2 ATG13 BMP2 CAB39 CAB39L CALM1 CALM2 CALM3 CCNB1 CCND1 CCND2 CCND3 CCNK CCNT1 CCNT2 CCNY CCNYL1 CCNYL2 CCNYL3 CD40LG CDK5R1 CDK5R2 CKS1B CKS2 DAB2IP DAZAP2 DBF4 DBF4B DDX3X ETAA1 FAM20A GCN1 IGF2 IQGAP1 IRGM LTF MAP2K1 MAP2K2 MAP3K12 MAP3K13 MLST8 MNAT1 MTCP1 PARP16 PARP6 PARP8 RHEB RICTOR SLC27A1 SPRY2 STK3 STK4 STRADA STRADB TAOK1 TAOK2 TCL1A TCL1B GOMF_PROTEIN_SERINE_THREONINE_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEIN_SERINE_THREONINE_KINASE_ACTIVITY AAK1 AATK ACVR1 ACVR1B ACVR1C ACVR2A ACVR2B ACVRL1 ADCK1 ADCK2 ADCK5 AKT1 AKT2 AKT3 ALPK1 ALPK2 ALPK3 AMHR2 ANKK1 ARAF ATM ATP23 ATR AURKA AURKB AURKC BCKDK BCR BMP2K BMPR1A BMPR1B BMPR2 BRAF BRD2 BRD4 BRSK1 BRSK2 BUB1 BUB1B C8orf44-SGK3 CAMK1 CAMK1D CAMK1G CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 CAMKK1 CAMKK2 CAMKV CASK CCND3 CCNK CDC42BPA CDC42BPB CDC42BPG CDC7 CDK1 CDK10 CDK11A CDK11B CDK12 CDK13 CDK14 CDK15 CDK16 CDK17 CDK18 CDK19 CDK2 CDK20 CDK3 CDK4 CDK5 CDK6 CDK7 CDK8 CDK9 CDKL1 CDKL2 CDKL3 CDKL4 CDKL5 CHEK1 CHEK2 CHUK CIITA CILK1 CIT CLK1 CLK2 CLK3 CLK4 CPNE3 CSNK1A1 CSNK1A1L CSNK1D CSNK1E CSNK1G1 CSNK1G2 CSNK1G3 CSNK2A1 CSNK2A2 CSNK2B DAPK1 DAPK2 DAPK3 DCAF1 DCLK1 DCLK2 DCLK3 DMPK DSTYK DYRK1A DYRK1B DYRK2 DYRK3 DYRK4 EEF2K EGFR EIF2AK1 EIF2AK2 EIF2AK3 EIF2AK4 ENG ENSG00000275993 ERN1 ERN2 FAM20A FAM20C FASTK GAK GRK1 GRK2 GRK3 GRK4 GRK5 GRK6 GRK7 GSK3A GSK3B HASPIN HIPK1 HIPK2 HIPK3 HIPK4 HJV HTATIP2 HUNK IKBKB IKBKE ILK IRAK1 IRAK3 IRAK4 ITPKA KALRN KSR1 KSR2 LATS1 LATS2 LIMK1 LIMK2 LMTK2 LMTK3 LRRK1 LRRK2 LTBP1 LTBP4 MAK MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K5 MAP2K6 MAP2K7 MAP3K1 MAP3K10 MAP3K11 MAP3K12 MAP3K13 MAP3K14 MAP3K15 MAP3K19 MAP3K2 MAP3K20 MAP3K21 MAP3K3 MAP3K4 MAP3K5 MAP3K6 MAP3K7 MAP3K8 MAP3K9 MAP4K1 MAP4K2 MAP4K3 MAP4K4 MAP4K5 MAPK1 MAPK10 MAPK11 MAPK12 MAPK13 MAPK14 MAPK15 MAPK3 MAPK4 MAPK6 MAPK7 MAPK8 MAPK9 MAPKAPK2 MAPKAPK3 MAPKAPK5 MARK1 MARK2 MARK3 MARK4 MAST1 MAST2 MAST3 MAST4 MASTL MELK MINK1 MKNK1 MKNK2 MLKL MOK MOS MTOR MYLK MYLK2 MYLK3 MYLK4 MYO3A MYO3B NEK1 NEK10 NEK11 NEK2 NEK3 NEK4 NEK5 NEK6 NEK7 NEK8 NEK9 NIM1K NLK NRBP1 NRBP2 NRK NUAK1 NUAK2 OBSCN OXSR1 PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 PASK PBK PDIK1L PDK3 PDPK1 PHKA1 PHKA2 PHKG1 PHKG2 PIK3CA PIK3CG PIK3R4 PIKFYVE PIM1 PIM2 PIM3 PINK1 PKMYT1 PKN1 PKN2 PKN3 PLK1 PLK2 PLK3 PLK4 PNCK PPM1D PRKAA1 PRKAA2 PRKAB2 PRKACA PRKACB PRKACG PRKAG1 PRKAG2 PRKAG3 PRKCA PRKCB PRKCD PRKCE PRKCG PRKCH PRKCI PRKCQ PRKCZ PRKD1 PRKD2 PRKD3 PRKDC PRKG1 PRKG2 PRKX PRKY PRPF4B PSKH1 PSKH2 PTK2B RAF1 RIOK1 RIOK2 RIOK3 RIPK1 RIPK2 RIPK3 RIPK4 ROCK1 ROCK2 RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA4 RPS6KA5 RPS6KA6 RPS6KB1 RPS6KB2 RPS6KC1 RPS6KL1 RSKR SBK1 SBK2 SBK3 SGK1 SGK2 SGK3 SIK1 SIK2 SIK3 SLK SMG1 SNRK SOSTDC1 SPEG SQSTM1 SRPK1 SRPK2 SRPK3 STK10 STK11 STK16 STK17A STK17B STK19 STK24 STK25 STK26 STK3 STK31 STK32A STK32B STK32C STK33 STK35 STK36 STK38 STK38L STK39 STK4 STK40 STKLD1 SYK TAF1 TAF1L TAOK1 TAOK2 TAOK3 TBK1 TESK1 TESK2 TGFBR1 TGFBR2 TGFBR3 TGFBR3L TLK1 TLK2 TNIK TNK2 TNNI3K TOP1 TP53RK TRIO TRPM6 TRPM7 TSSK1B TSSK2 TSSK3 TSSK4 TSSK6 TTBK1 TTBK2 TTK TTN UHMK1 ULK1 ULK2 ULK3 ULK4 VRK1 VRK2 VRK3 WNK1 WNK2 WNK3 WNK4 GOMF_PROTEIN_SERINE_THREONINE_KINASE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEIN_SERINE_THREONINE_KINASE_BINDING CCDC102B DAZAP2 DNM3 MAP3K7 MAPK8 NAIP XIAP GOMF_PROTEIN_SERINE_THREONINE_KINASE_INHIBITOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEIN_SERINE_THREONINE_KINASE_INHIBITOR_ACTIVITY AKT1 AKT1S1 CASP3 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CDKN2D CIB1 CIT DEPTOR HEXIM1 HEXIM2 HSPB1 INCA1 INKA1 INKA2 KAT2B MACROH2A1 PKIA PKIB PKIG PPP1R1B PRKAG2 PRKAR1A PRKAR1B PRKAR2A PRKAR2B RPTOR SFN SMO SPRED1 SPRED2 SPRY2 YWHAG GOMF_PROTEIN_SERINE_THREONINE_PHOSPHATASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEIN_SERINE_THREONINE_PHOSPHATASE_ACTIVITY CAMK2G CDC14A CDC14B CDC14C CDKN3 CPPED1 CTDNEP1 CTDP1 CTDSP1 CTDSP2 CTDSPL CTDSPL2 DUSP1 DUSP10 DUSP12 DUSP13 DUSP14 DUSP15 DUSP16 DUSP18 DUSP19 DUSP2 DUSP21 DUSP22 DUSP23 DUSP26 DUSP28 DUSP29 DUSP3 DUSP4 DUSP5 DUSP6 DUSP7 DUSP8 DUSP9 EYA1 FIG4 ILKAP LCK MTMR14 MTMR3 MTMR4 MTMR6 MYH3 MYH6 MYH8 PDP1 PDP2 PDXP PGAM5 PHLPP1 PHLPP2 PP2D1 PPA2 PPEF1 PPEF2 PPM1A PPM1B PPM1D PPM1E PPM1F PPM1G PPM1H PPM1J PPM1K PPM1L PPM1M PPM1N PPP1CA PPP1CB PPP1CC PPP1R3C PPP1R3D PPP2CA PPP2CB PPP2R1A PPP3CA PPP3CB PPP3CC PPP3R1 PPP4C PPP5C PPP6C PPTC7 PTEN PTPMT1 RPAP2 SSH1 SSH2 SSH3 SSU72 SSU72L1 SSU72L2 SSU72L3 SSU72L4 SSU72L5 SSU72L6 TAB1 TIMM50 UBLCP1 GOMF_PROTEIN_SERINE_THREONINE_PHOSPHATASE_INHIBITOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEIN_SERINE_THREONINE_PHOSPHATASE_INHIBITOR_ACTIVITY MYOZ1 PABIR1 PABIR2 PABIR3 PPP1R11 PPP1R14A PPP1R14B PPP1R14C PPP1R14D PPP1R17 PPP1R1A PPP1R2 PPP1R8 GOMF_PROTEIN_SERINE_THREONINE_TYROSINE_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEIN_SERINE_THREONINE_TYROSINE_KINASE_ACTIVITY ACVR2B AKT1 AURKA AURKB AURKC BRAF CLK1 CLK2 CLK3 CLK4 DSTYK DYRK1A DYRK1B DYRK2 DYRK3 DYRK4 MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K5 MAP2K6 MAP2K7 MAP3K9 MAPK1 MAPK10 MAPK14 MAPK3 MAPK9 MAPKAPK3 MAPKAPK5 PAK3 PBK PRKAA2 PRKACA PRKCG RPS6KA1 RPS6KA2 RPS6KB1 SBK2 SGK1 TESK1 TESK2 TNK2 TTK GOMF_PROTEIN_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEIN_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ABCA1 AP4M1 AZGP1 BLOC1S3 MCL1 PEX10 PEX12 PEX13 PEX14 PEX2 SEC61A1 SEC61A2 SEC61G SEC63 TIMM17A TIMM17B TIMM22 TIMM23 TIMM23B TMED10 TOMM20 TOMM20L TOMM22 TOMM40 TOMM40L TOMM7 TOMM70 GOMF_PROTEIN_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEIN_TRANSPORTER_ACTIVITY ABCA1 AP4M1 ATAD1 ATP13A1 AZGP1 BLOC1S3 GPIHBP1 IGF1R LMBRD1 LRP2 MCL1 PEX1 PEX10 PEX12 PEX13 PEX14 PEX2 PEX6 RHBDF2 SEC61A1 SEC61A2 SEC61G SEC63 TIMM10B TIMM17A TIMM17B TIMM22 TIMM23 TIMM23B TIMM29 TIMM8B TMED10 TOMM20 TOMM20L TOMM22 TOMM40 TOMM40L TOMM7 TOMM70 GOMF_PROTEIN_TYROSINE_KINASE_ACTIVATOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEIN_TYROSINE_KINASE_ACTIVATOR_ACTIVITY ABI1 AFAP1L2 ALK ALKAL1 ALKAL2 ANGPT4 AREG BTC CCL5 CD24 DGKQ EFNA5 EGF EGFR EPGN ERBB3 ERCC6 EREG GAS6 GHRL GREM1 GRM5 HBEGF HTR2A IGF2 IL6ST LTK NRG1 NRG3 PAK2 STAP1 TGFA VEGFA GOMF_PROTEIN_TYROSINE_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEIN_TYROSINE_KINASE_ACTIVITY AATK ABL1 ABL2 ALK AXL BAZ1B BCR BLK BMX BTK CAMKK2 CHKA CLK1 CLK2 CLK3 CLK4 CRIM1 CSF1R CSK DDR1 DDR2 DSTYK DYRK1A DYRK1B DYRK2 DYRK3 DYRK4 EFEMP1 EFNA3 EFNA4 EFNB3 EGFR EIF2AK2 EPHA1 EPHA10 EPHA2 EPHA3 EPHA4 EPHA5 EPHA6 EPHA7 EPHA8 EPHB1 EPHB2 EPHB3 EPHB4 EPHB6 ERBB2 ERBB3 ERBB4 FER FES FGFR1 FGFR2 FGFR3 FGFR4 FGFRL1 FGR FLT1 FLT3 FLT4 FRK FYN HCK HIPK1 HIPK2 HIPK3 HIPK4 IGF1R IGF2R INSR INSRR ITK JAK1 JAK2 JAK3 KDR KIT LCK LTK LYN MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K5 MAP2K6 MAP2K7 MATK MELK MERTK MET MST1R MUSK NEK1 NRP1 NRP2 NTRK1 NTRK2 NTRK3 PBK PDGFRA PDGFRB PDGFRL PEAK1 PKDCC PKM PRKCD PTK2 PTK2B PTK6 RET RIPK2 ROR1 ROR2 ROS1 RPS6KA5 RYK SCYL1 SRC SRMS STK16 STYK1 SYK TEC TEK TESK1 TESK2 TIE1 TNK1 TNK2 TTBK1 TTK TTN TWF1 TXK TYK2 TYRO3 WEE1 WEE2 YES1 ZAP70 GOMF_PROTEIN_TYROSINE_KINASE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEIN_TYROSINE_KINASE_BINDING ACP4 ACVR1 ALKAL1 ALKAL2 ANGPT1 ANGPT2 ANGPT4 ARHGEF16 ARTN BANK1 BLNK BMPR2 CADM4 CASS4 CBL CBLB CBLC CD2 CD247 CD4 CDH1 CDH5 CEACAM1 CEACAM20 CEACAM3 CEACAM4 CEACAM7 CPNE3 CRK CRKL CSK CTNND1 DAZAP2 DOCK4 DOK2 DSCAM DUSP22 DUSP3 EIF3A ELMO2 EPHA4 FCRL3 FIZ1 FLT3LG FNTA FRS2 FRS3 GAB2 GAB4 GAS6 GDNF GFRAL GP6 GRAPL GRB14 GRB2 GRM5 HSP90AA1 HYAL2 IRS1 IRS2 ITGAX ITGB1 KHDRBS1 LRP4 MAP3K7 MFAP3 MST1 MST1L MYOC NCK1 NCK2 NEDD9 NOX4 NRG1 NRG3 NRTN PCNA PHYHIP PIK3R1 PIK3R2 PITPNM1 PITPNM2 PITPNM3 PLCG1 PLCG2 PRR7 PSG1 PSG3 PSG4 PSG6 PSG7 PSG8 PSG9 PSPN PTPN1 PTPN11 PTPN14 PTPN2 RAB8A RACK1 RNF41 SH2B1 SH2B2 SH2B3 SHC1 SHC2 SHC3 SHC4 SIRPA SOCS5 SQSTM1 STAP1 TIAM1 TJP2 TOB1 TP53 TRADD TRAT1 TREM2 TRIM6 YWHAG ZPR1 GOMF_PROTEIN_TYROSINE_KINASE_INHIBITOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEIN_TYROSINE_KINASE_INHIBITOR_ACTIVITY CEP43 HYAL2 IBTK LILRB4 RACK1 SOCS3 GOMF_PROTEIN_TYROSINE_PHOSPHATASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEIN_TYROSINE_PHOSPHATASE_ACTIVITY ACP1 ACP3 ACP4 CDC14A CDC14B CDC14C CDC25A CDC25B CDC25C CDKN3 DNAJC6 DUSP1 DUSP10 DUSP11 DUSP12 DUSP13 DUSP14 DUSP15 DUSP16 DUSP18 DUSP19 DUSP2 DUSP21 DUSP22 DUSP23 DUSP26 DUSP28 DUSP29 DUSP3 DUSP4 DUSP5 DUSP6 DUSP7 DUSP8 DUSP9 EYA1 EYA2 EYA3 EYA4 HACD2 MDP1 MTMR3 MTMR4 MTMR6 MTMR7 PALD1 PGP PPP2CA PTEN PTK2 PTP4A1 PTP4A2 PTP4A3 PTPDC1 PTPMT1 PTPN1 PTPN11 PTPN12 PTPN13 PTPN14 PTPN18 PTPN2 PTPN20 PTPN21 PTPN22 PTPN23 PTPN3 PTPN4 PTPN5 PTPN6 PTPN7 PTPN9 PTPRA PTPRB PTPRC PTPRD PTPRE PTPRF PTPRG PTPRH PTPRJ PTPRK PTPRM PTPRN PTPRN2 PTPRO PTPRQ PTPRR PTPRS PTPRT PTPRU PTPRZ1 SSH1 SSH2 SSH3 TIMM50 TNS2 TPTE UBASH3B GOMF_PROTEIN_TYROSINE_SERINE_THREONINE_PHOSPHATASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEIN_TYROSINE_SERINE_THREONINE_PHOSPHATASE_ACTIVITY CDC14A CDC14B CDC14C CDKN3 DUSP1 DUSP10 DUSP11 DUSP12 DUSP13 DUSP14 DUSP15 DUSP16 DUSP18 DUSP19 DUSP2 DUSP21 DUSP22 DUSP23 DUSP26 DUSP28 DUSP29 DUSP3 DUSP4 DUSP5 DUSP6 DUSP7 DUSP8 DUSP9 MTMR2 MTMR3 PPM1F PTP4A1 PTP4A2 PTP4A3 PTPDC1 PTPMT1 RNGTT SBF1 SSH1 SSH2 SSH3 STYX STYXL1 STYXL2 GOMF_PROTEIN_TYROSINE_THREONINE_PHOSPHATASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEIN_TYROSINE_THREONINE_PHOSPHATASE_ACTIVITY DUSP1 DUSP10 DUSP16 DUSP2 DUSP4 DUSP5 DUSP6 DUSP7 DUSP8 DUSP9 GOMF_PROTEOGLYCAN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTEOGLYCAN_BINDING ADA2 AGRN APOE AZU1 CFH COL2A1 COL5A1 COL5A3 COMP CTSB CTSK CTSL CTSS FBLN7 FCN2 FGF20 FN1 FST GPNMB HPSE HPSE2 HRG ITGA2 LPL LRP1 NID1 PLA2G2D PTPRC PTPRF PTPRS SDCBP SEMA5A SLIT1 SLIT2 THBS1 TNC GOMF_PROTON_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTON_CHANNEL_ACTIVITY ASIC5 ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5F1EP2 ATP5ME ATP5MF ATP5MG ATP5MGL ATP5PB ATP5PD ATP5PF ATP5PO ATP6V0C ATP6V1A HVCN1 MT-ATP6 MT-ATP8 NOX5 OTOP1 OTOP2 OTOP3 SLC4A11 TMEM175 GOMF_PROTON_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTON_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ASIC5 ATP12A ATP4A ATP4B ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5F1EP2 ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5MGL ATP5PB ATP5PD ATP5PF ATP5PO ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1C2 ATP6V1D ATP6V1E1 ATP6V1E2 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1G3 ATP6V1H CHP1 COX15 COX4I1 COX4I2 COX5A COX5B COX6B1 COX7A1 COX7A2L COX7B COX8A CTNS CYB5A CYC1 DMAC2L GHITM HVCN1 LETM1 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MTCO2P12 NNT NOX5 OTOP1 OTOP2 OTOP3 SLC11A1 SLC11A2 SLC15A1 SLC15A2 SLC15A3 SLC15A4 SLC16A1 SLC16A3 SLC17A5 SLC17A6 SLC17A7 SLC18A1 SLC18A2 SLC18A3 SLC18B1 SLC25A12 SLC25A13 SLC25A14 SLC25A18 SLC25A22 SLC25A27 SLC25A3 SLC25A4 SLC25A5 SLC2A10 SLC2A13 SLC2A9 SLC30A1 SLC30A2 SLC30A6 SLC30A8 SLC32A1 SLC36A1 SLC36A2 SLC36A3 SLC38A3 SLC38A5 SLC45A1 SLC45A2 SLC45A3 SLC45A4 SLC46A1 SLC47A1 SLC47A2 SLC4A11 SLC9A1 SLC9A2 SLC9A3 SLC9A4 SLC9A5 SLC9A6 SLC9A7 SLC9A8 SLC9A9 SLC9B1 SLC9B2 SLC9C1 SLC9C2 SURF1 TCIRG1 TMCO3 TMEM175 UCP1 UCP2 UCP3 UQCR10 UQCRC1 UQCRFS1 UQCRFS1P1 UQCRH GOMF_PROTON_TRANSPORTING_ATP_SYNTHASE_ACTIVITY_ROTATIONAL_MECHANISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PROTON_TRANSPORTING_ATP_SYNTHASE_ACTIVITY_ROTATIONAL_MECHANISM ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5F1EP2 ATP5ME ATP5MF ATP5MG ATP5MGL ATP5PB ATP5PD ATP5PF ATP5PO ATP6V0C ATP6V1A MT-ATP6 MT-ATP8 GOMF_PSEUDOURIDINE_SYNTHASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PSEUDOURIDINE_SYNTHASE_ACTIVITY DKC1 PUS1 PUS10 PUS3 PUS7 PUS7L PUSL1 RPUSD1 RPUSD2 RPUSD3 RPUSD4 TRUB1 TRUB2 GOMF_PURINE_NUCLEOTIDE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PURINE_NUCLEOTIDE_BINDING AACS AAK1 AARS1 AARS2 AARSD1 AASDH AATK ABCA1 ABCA10 ABCA12 ABCA13 ABCA2 ABCA3 ABCA4 ABCA5 ABCA6 ABCA7 ABCA8 ABCA9 ABCB1 ABCB10 ABCB11 ABCB4 ABCB5 ABCB6 ABCB7 ABCB8 ABCB9 ABCC1 ABCC10 ABCC11 ABCC12 ABCC2 ABCC3 ABCC4 ABCC5 ABCC6 ABCC8 ABCC9 ABCD1 ABCD2 ABCD3 ABCD4 ABCE1 ABCF1 ABCF2 ABCF3 ABCG1 ABCG2 ABCG4 ABCG5 ABCG8 ABL1 ABL2 ACACA ACACB ACADL ACADVL ACAT1 ACBD3 ACBD4 ACBD5 ACBD6 ACBD7 ACLY ACOT12 ACOT7 ACSBG1 ACSBG2 ACSF2 ACSF3 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 ACSM1 ACSM2A ACSM2B ACSM3 ACSM4 ACSM5 ACSM6 ACSS1 ACSS2 ACSS3 ACTA1 ACTA2 ACTB ACTBL2 ACTC1 ACTG1 ACTG2 ACTR1A ACTR1B ACTR2 ACTR3 ACTR3B ACTR3C ACTR8 ACVR1 ACVR1B ACVR1C ACVR2A ACVR2B ACVRL1 ADCK1 ADCK2 ADCY1 ADCY10 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ADH4 ADK ADSS1 ADSS2 AFG1L AFG3L2 AGAP1 AGAP2 AGAP3 AGK AK1 AK2 AK3 AK4 AK5 AK6 AK7 AK8 AK9 AKT1 AKT2 AKT3 ALDH18A1 ALDH1A1 ALDH1A3 ALDH1B1 ALDH2 ALK ALPK1 ALPK2 ALPK3 AMHR2 ANKK1 ANXA6 AOX1 APAF1 APRT AQR ARAF ARF1 ARF3 ARF4 ARF5 ARF6 ARFIP2 ARFRP1 ARHGAP35 ARHGAP5 ARHGEF5 ARL1 ARL10 ARL11 ARL13A ARL13B ARL14 ARL15 ARL16 ARL17B ARL2 ARL3 ARL4A ARL4C ARL4D ARL5A ARL5B ARL5C ARL6 ARL8A ARL8B ARL9 ASCC3 ASNS ASPDH ASS1 ATAD1 ATAD2 ATAD2B ATAD3A ATAD3B ATAD3C ATAD5 ATL1 ATL2 ATL3 ATM ATP10A ATP10B ATP10D ATP11A ATP11B ATP11C ATP12A ATP13A1 ATP13A2 ATP13A3 ATP13A4 ATP13A5 ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP2A1 ATP2A2 ATP2A3 ATP2B1 ATP2B2 ATP2B3 ATP2B4 ATP2C1 ATP2C2 ATP4A ATP5F1A ATP5F1B ATP5F1D ATP6V1A ATP6V1B1 ATP6V1B2 ATP7A ATP7B ATP8A1 ATP8A2 ATP8B1 ATP8B2 ATP8B3 ATP8B4 ATP9A ATP9B ATR ATRX AURKA AURKB AURKC AXL BAG1 BAG2 BAG3 BAG4 BAG5 BAZ1B BBS10 BBS12 BCKDK BCR BCS1L BDH2 BLK BLM BMP2K BMPR1A BMPR1B BMPR2 BMS1 BMX BRAF BRIP1 BRSK1 BRSK2 BTAF1 BTK BUB1 BUB1B BVES C12orf29 C8orf44-SGK3 CACNA1B CAD CAMK1 CAMK1D CAMK1G CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 CAMKK1 CAMKK2 CAMKV CAPRIN1 CARNS1 CARS1 CARS2 CASK CAT CBR3 CBR4 CCAR2 CCT2 CCT3 CCT4 CCT5 CCT6A CCT6B CCT7 CCT8 CCT8L1P CCT8L2 CDC34 CDC42 CDC42BPA CDC42BPB CDC42BPG CDC6 CDC7 CDK1 CDK10 CDK11A CDK11B CDK12 CDK13 CDK14 CDK15 CDK16 CDK17 CDK18 CDK19 CDK2 CDK20 CDK3 CDK4 CDK5 CDK6 CDK7 CDK8 CDK9 CDKL1 CDKL2 CDKL3 CDKL4 CDKL5 CENPE CERK CFAP45 CFTR CGAS CHD1 CHD1L CHD2 CHD3 CHD4 CHD5 CHD6 CHD7 CHD8 CHD9 CHEK1 CHEK2 CHKA CHKB CHORDC1 CHST12 CHST15 CHTF18 CHUK CIITA CILK1 CIT CKB CKM CKMT1A CKMT1B CKMT2 CLCN3 CLCN4 CLCN5 CLCN6 CLCN7 CLK1 CLK2 CLK3 CLK4 CLP1 CLPB CLPX CMPK1 CMPK2 CNBD2 CNGA1 CNGA2 CNGA3 CNGA4 CNGB1 CNGB3 CNNM2 COASY COQ8A COQ8B CPLANE2 CPS1 CRACR2A CRYL1 CRYM CRYZ CRYZL1 CSF1R CSK CSNK1A1 CSNK1A1L CSNK1D CSNK1E CSNK1G1 CSNK1G2 CSNK1G3 CSNK2A1 CSNK2A2 CTBP1 CTBP2 CTPS1 CTPS2 CUL9 CYB5R3 DALRD3 DAP3 DAPK1 DAPK2 DAPK3 DARS1 DARS2 DBI DCAF1 DCAKD DCK DCLK1 DCLK2 DCLK3 DDR1 DDR2 DDX1 DDX10 DDX11 DDX11L8 DDX12P DDX17 DDX18 DDX19A DDX19B DDX20 DDX21 DDX23 DDX24 DDX25 DDX27 DDX28 DDX31 DDX39A DDX39B DDX3X DDX3Y DDX4 DDX41 DDX42 DDX43 DDX46 DDX47 DDX49 DDX5 DDX50 DDX51 DDX52 DDX53 DDX54 DDX55 DDX56 DDX59 DDX6 DDX60 DDX60L DECR1 DGKA DGKB DGKD DGKE DGKG DGKH DGKI DGKK DGKQ DGKZ DGUOK DHCR7 DHFR DHFR2 DHFRP1 DHX15 DHX16 DHX29 DHX30 DHX32 DHX33 DHX34 DHX35 DHX36 DHX37 DHX38 DHX40 DHX57 DHX58 DHX8 DHX9 DICER1 DIRAS1 DIRAS2 DIRAS3 DMC1 DMPK DNA2 DNAH1 DNAH10 DNAH11 DNAH12 DNAH14 DNAH17 DNAH2 DNAH3 DNAH5 DNAH6 DNAH7 DNAH8 DNAH9 DNAJA1 DNAJA2 DNAJA3 DNAJA4 DNAJC27 DNHD1 DNM1 DNM1L DNM1P34 DNM2 DNM3 DPH6 DPYD DQX1 DRG1 DRG2 DSTYK DTYMK DUOX1 DUS2 DYNC1H1 DYNC1LI1 DYNC1LI2 DYNC2H1 DYRK1A DYRK1B DYRK2 DYRK3 DYRK4 EARS2 ECI2 EEF1A1 EEF1A1P5 EEF1A2 EEF2 EEF2K EEFSEC EFL1 EFTUD2 EGFR EHD1 EHD2 EHD3 EHD4 EHHADH EIF2AK1 EIF2AK2 EIF2AK3 EIF2AK4 EIF2B2 EIF2S3 EIF2S3B EIF4A1 EIF4A2 EIF4A3 EIF4G1 EIF5 EIF5B ENPP1 ENSG00000205794 ENSG00000275993 ENTPD1 ENTPD2 ENTPD3 ENTPD8 EP400 EPB42 EPHA1 EPHA10 EPHA2 EPHA3 EPHA4 EPHA5 EPHA6 EPHA7 EPHA8 EPHB1 EPHB2 EPHB3 EPHB4 EPHB6 EPRS1 ERAL1 ERAS ERBB2 ERBB3 ERBB4 ERCC2 ERCC3 ERCC6 ERCC6L ERCC6L2 ERN1 ERN2 ETNK1 ETNK2 FAM114A2 FAM20B FAM20C FANCM FARS2 FARSA FARSB FASTK FBH1 FBP1 FCSK FER FES FGFR1 FGFR2 FGFR3 FGFR4 FGR FICD FIGN FIGNL1 FIGNL2 FKBP4 FLAD1 FLT1 FLT3 FLT4 FMO1 FMO2 FMO3 FMO4 FMO5 FN3K FN3KRP FPGS FPGT FRK FYN G3BP1 G6PD GAK GAL3ST3 GAL3ST4 GALK1 GALK2 GAPDH GAPDHS GARS1 GART GATB GATC GBP1 GBP2 GBP3 GBP4 GBP5 GBP6 GBP7 GCDH GCH1 GCK GCLC GEM GET3 GFM1 GFM2 GIMAP1 GIMAP2 GIMAP4 GIMAP5 GIMAP6 GIMAP7 GIMAP8 GIMD1 GK GK2 GK5 GLUD1 GLUD2 GLUL GLYCTK GLYR1 GMDS GMPPB GMPS GNA11 GNA12 GNA13 GNA14 GNA15 GNAI1 GNAI2 GNAI3 GNAL GNAO1 GNAQ GNAS GNAT1 GNAT2 GNAT3 GNAZ GNE GNL1 GNL2 GNL3 GNL3L GPD1 GPD1L GPHN GPN1 GPN2 GPN3 GRHPR GRK1 GRK2 GRK3 GRK4 GRK5 GRK6 GRK7 GRPEL1 GRPEL2 GSK3A GSK3B GSPT1 GSPT2 GSR GSS GTPBP1 GTPBP10 GTPBP2 GTPBP3 GTPBP4 GTPBP6 GTPBP8 GUCY1A1 GUCY1A2 GUCY1B1 GUCY2C GUCY2D GUCY2F GUF1 GUK1 GVINP1 H1-7 H6PD HACL1 HADH HADHA HARS1 HARS2 HASPIN HBS1L HCK HCN1 HCN2 HCN3 HCN4 HELB HELLS HELQ HELZ HELZ2 HFM1 HHAT HIBADH HIPK1 HIPK2 HIPK3 HIPK4 HK1 HK2 HK3 HKDC1 HLCS HLTF HMGCR HNRNPU HPGD HRAS HS3ST5 HSD11B1 HSD11B2 HSD17B1 HSD17B8 HSP90AA1 HSP90AA2P HSP90AA4P HSP90AA5P HSP90AB1 HSP90AB2P HSP90AB3P HSP90AB4P HSP90B1 HSP90B2P HSPA12A HSPA12B HSPA13 HSPA14 HSPA1A HSPA1B HSPA1L HSPA2 HSPA4 HSPA4L HSPA5 HSPA6 HSPA7 HSPA8 HSPA9 HSPBP1 HSPD1 HSPE1 HSPH1 HUNK HYOU1 IARS1 IARS2 IDE IDH1 IDH2 IDH3A IDH3B IDH3G IDNK IFI44L IFIH1 IFT22 IFT27 IGF1R IGHMBP2 IKBKB IKBKE ILK INO80 INSR INSRR IP6K1 IP6K2 IP6K3 IPMK IPPK IQCA1 IQCA1L IRAK1 IRAK2 IRAK3 IRAK4 IRGC IRGM IRGQ ITK ITM2B ITM2C ITPK1 ITPKA ITPKB ITPKC JAK1 JAK2 JAK3 KALRN KARS1 KATNA1 KATNAL1 KATNAL2 KCNAB1 KCNJ1 KCNJ10 KCNJ11 KCNJ8 KCNT2 KDR KHK KIAA0232 KIF11 KIF12 KIF13A KIF13B KIF14 KIF15 KIF16B KIF17 KIF18A KIF18B KIF19 KIF1A KIF1B KIF1C KIF20A KIF20B KIF21A KIF21B KIF22 KIF23 KIF24 KIF25 KIF26A KIF26B KIF27 KIF28P KIF2A KIF2B KIF2C KIF3A KIF3B KIF3C KIF4A KIF4B KIF5A KIF5B KIF5C KIF6 KIF7 KIF9 KIFC1 KIFC2 KIFC3 KIT KRAS KSR1 KSR2 KTI12 LANCL2 LARS1 LARS2 LATS1 LATS2 LBR LCK LDHB LIG1 LIG3 LIG4 LIMK1 LIMK2 LMTK2 LMTK3 LONP1 LONP2 LRGUK LRRK1 LRRK2 LSG1 LTK LYN MAB21L1 MAGI1 MAGI3 MAK MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K5 MAP2K6 MAP2K7 MAP3K1 MAP3K10 MAP3K11 MAP3K12 MAP3K13 MAP3K14 MAP3K15 MAP3K19 MAP3K2 MAP3K20 MAP3K21 MAP3K3 MAP3K4 MAP3K5 MAP3K6 MAP3K7 MAP3K8 MAP3K9 MAP4K1 MAP4K2 MAP4K3 MAP4K4 MAP4K5 MAPK1 MAPK10 MAPK11 MAPK12 MAPK13 MAPK14 MAPK15 MAPK3 MAPK4 MAPK6 MAPK7 MAPK8 MAPK9 MAPKAPK2 MAPKAPK3 MAPKAPK5 MARK1 MARK2 MARK3 MARK4 MARS1 MARS2 MAST1 MAST2 MAST3 MAST4 MASTL MAT1A MAT2A MATK MCCC1 MCCC2 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 MCM9 MCMDC2 MDN1 ME1 ME2 ME3 MELK MERTK MET MFHAS1 MFN1 MFN2 MIEF1 MINK1 MKI67 MKKS MKNK1 MKNK2 MLH1 MLH3 MLKL MMAA MMAB MOCS1 MOCS3 MOK MORC2 MOS MOV10 MOV10L1 MPPED2 MRAS MSH2 MSH3 MSH4 MSH5 MSH6 MST1R MTG1 MTG2 MTHFD1 MTHFD1L MTHFR MTHFS MTIF2 MTOR MTPAP MTREX MTRR MUSK MVD MVK MX1 MX2 MYH1 MYH10 MYH11 MYH13 MYH14 MYH15 MYH2 MYH3 MYH4 MYH6 MYH7 MYH7B MYH8 MYH9 MYLK MYLK2 MYLK3 MYLK4 MYO10 MYO15A MYO16 MYO18A MYO18B MYO19 MYO1A MYO1B MYO1C MYO1D MYO1E MYO1F MYO1G MYO1H MYO3A MYO3B MYO5A MYO5B MYO5C MYO6 MYO7A MYO7B MYO9A MYO9B N4BP2 NAA80 NADK NADK2 NADSYN1 NAGK NAIP NARS1 NARS2 NAT10 NAV2 NAV3 NAXD NDOR1 NDUFA13 NDUFS2 NDUFV1 NEK1 NEK10 NEK11 NEK2 NEK3 NEK4 NEK5 NEK6 NEK7 NEK8 NEK9 NIM1K NIN NKIRAS1 NKIRAS2 NLK NLRC3 NLRC4 NLRC5 NLRP1 NLRP10 NLRP11 NLRP12 NLRP13 NLRP14 NLRP2 NLRP3 NLRP4 NLRP5 NLRP6 NLRP7 NLRP8 NLRP9 NLRX1 NME1 NME2 NME2P1 NME3 NME4 NME6 NME7 NMNAT1 NMNAT2 NMNAT3 NMRK1 NMRK2 NMUR2 NNT NOA1 NOD1 NOD2 NOL9 NOLC1 NOS1 NOS2 NOS3 NOX1 NOX5 NPR1 NPR2 NRAS NRBP1 NRBP2 NRK NSF NT5C2 NTPCR NTRK1 NTRK2 NTRK3 NUAK1 NUAK2 NUBP1 NUBP2 NUBPL NUDT2 NUDT6 NUGGC NVL NWD1 OAS1 OAS2 OAS3 OBSCN OLA1 OPA1 OPLAH ORC1 ORC4 ORC5 OXSR1 P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX6 P2RX7 P2RY1 P2RY4 PAICS PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 PALM3 PALS1 PAN3 PANK1 PANK2 PANK3 PANK4 PAPOLA PAPOLB PAPOLG PAPSS1 PAPSS2 PARP1 PARP15 PARP9 PARS2 PASK PBK PC PCCA PCCB PCK1 PCK2 PDE10A PDE11A PDE2A PDE4A PDE4B PDE4D PDE5A PDE6C PDE6G PDE6H PDGFRA PDGFRB PDIK1L PDK1 PDK2 PDK3 PDK4 PDPK1 PDXK PEAK1 PEBP1 PEX1 PEX6 PFAS PFKFB1 PFKFB2 PFKFB3 PFKFB4 PFKL PFKM PFKP PFN1 PGD PGK1 PGK2 PGS1 PHGDH PHKG1 PHKG2 PI4K2A PI4K2B PI4KA PI4KB PIF1 PIK3C2A PIK3C2B PIK3C2G PIK3C3 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R4 PIKFYVE PIM1 PIM2 PIM3 PINK1 PIP4K2A PIP4K2B PIP4K2C PIP5K1A PIP5K1B PIP5K1C PIP5KL1 PKDCC PKLR PKM PKMYT1 PKN1 PKN2 PKN3 PLK1 PLK2 PLK3 PLK4 PLK5 PMS1 PMS2 PMVK PNCK PNKP PNPLA3 PNPLA8 POLQ POMK POPDC2 POPDC3 POR POTEKP PPCS PPIP5K1 PPIP5K2 PPP5C PRAG1 PRKAA1 PRKAA2 PRKACA PRKACB PRKACG PRKAG1 PRKAG2 PRKAG3 PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCA PRKCB PRKCD PRKCE PRKCG PRKCH PRKCI PRKCQ PRKCZ PRKD1 PRKD2 PRKD3 PRKDC PRKG1 PRKG2 PRKX PRKY PRPF4B PRPS1 PRPS1L1 PRPS2 PRPSAP1 PRPSAP2 PSKH1 PSKH2 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSTK PTK2 PTK2B PTK6 PTK7 PTPA PXK PYGL QARS1 QDPR QRSL1 RAB10 RAB11A RAB11B RAB12 RAB13 RAB14 RAB15 RAB17 RAB18 RAB19 RAB1A RAB1B RAB1C RAB20 RAB21 RAB22A RAB23 RAB24 RAB25 RAB26 RAB27A RAB27B RAB28 RAB29 RAB2A RAB2B RAB30 RAB31 RAB32 RAB33A RAB33B RAB34 RAB35 RAB36 RAB37 RAB38 RAB39A RAB39B RAB3A RAB3B RAB3C RAB3D RAB40A RAB40AL RAB40B RAB40C RAB41 RAB42 RAB43 RAB44 RAB4A RAB4B RAB5A RAB5B RAB5C RAB6A RAB6B RAB6C RAB6D RAB7A RAB7B RAB8A RAB8B RAB9A RAB9B RABL2A RABL2B RABL3 RABL6 RAC1 RAC2 RAC3 RAD17 RAD50 RAD51 RAD51B RAD51C RAD51D RAD54B RAD54L RAD54L2 RAF1 RALA RALB RALBP1 RAN RANBP17 RAP1A RAP1B RAP1BL RAP2A RAP2B RAP2C RAPGEF2 RAPGEF3 RAPGEF4 RARS1 RARS2 RASD1 RASD2 RASEF RASL10A RASL10B RASL11A RASL11B RASL12 RBKS RCC1L RECQL RECQL4 RECQL5 REM1 REM2 RERG RERGL RET RFC1 RFC2 RFC4 RFC5 RFK RHEB RHEBL1 RHOA RHOB RHOBTB1 RHOBTB2 RHOBTB3 RHOC RHOD RHOF RHOG RHOH RHOJ RHOQ RHOT1 RHOT2 RHOU RHOV RIGI RIMKLA RIMKLB RIOK1 RIOK2 RIOK3 RIPK1 RIPK2 RIPK3 RIPK4 RIT1 RIT2 RNASEL RND1 RND2 RND3 RNF112 RNF213 RNGTT RNLS ROCK1 ROCK2 ROR1 ROR2 ROS1 RP2 RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA4 RPS6KA5 RPS6KA6 RPS6KB1 RPS6KB2 RPS6KC1 RPS6KL1 RRAD RRAGA RRAGB RRAGC RRAGD RRAS RRAS2 RRM1 RSKR RTCA RTCB RTEL1 RTKN RUNX1 RUNX2 RUNX3 RUVBL1 RUVBL2 RYK RYR1 SAMHD1 SAR1A SAR1B SARS1 SARS2 SBK1 SBK2 SBK3 SCG5 SCN8A SCP2 SCYL1 SCYL2 SCYL3 SELENOO SEPHS1 SEPHS2 SEPTIN1 SEPTIN10 SEPTIN11 SEPTIN12 SEPTIN14 SEPTIN2 SEPTIN3 SEPTIN4 SEPTIN5 SEPTIN6 SEPTIN7 SEPTIN8 SEPTIN9 SETX SGK1 SGK2 SGK3 SHPK SHPRH SIK1 SIK2 SIK3 SIL1 SIRT1 SIRT2 SIRT3 SIRT4 SIRT5 SIRT6 SIRT7 SKIC2 SLC12A3 SLC12A4 SLC19A1 SLC22A4 SLC22A5 SLC27A2 SLC27A3 SLC27A5 SLFN11 SLFN13 SLFN14 SLFN5 SLFNL1 SLK SMARCA1 SMARCA2 SMARCA4 SMARCA5 SMARCAD1 SMARCAL1 SMC1A SMC1B SMC2 SMC3 SMC4 SMC5 SMC6 SMCHD1 SMG1 SNRK SNRNP200 SOAT1 SOAT2 SORD SPAG1 SPAST SPATA5 SPATA5L1 SPEG SPG7 SPHK1 SPHK2 SPO11 SPR SRC SRCAP SRD5A1 SRL SRMS SRP54 SRPK1 SRPK2 SRPK3 SRPRA SRPRB SRR SRXN1 STARD9 STING1 STK10 STK11 STK16 STK17A STK17B STK19 STK24 STK25 STK26 STK3 STK31 STK32A STK32B STK32C STK33 STK35 STK36 STK38 STK38L STK39 STK4 STK40 STKLD1 STRADA STRADB STYK1 SUCLA2 SUCLG2 SULT1A1 SULT1C3 SULT2A1 SUPV3L1 SWAP70 SYK SYN1 SYN2 SYN3 TAF1 TAOK1 TAOK2 TAOK3 TAP1 TAP2 TARS1 TARS2 TARS3 TBCK TBK1 TCP1 TDG TDRD12 TDRD9 TEC TEK TENT2 TENT4A TEP1 TESK1 TESK2 TEX14 TGFBR1 TGFBR2 TGM2 THG1L THRAP3 TIE1 TIMM44 TK1 TK2 TKFC TLK1 TLK2 TM7SF2 TNIK TNK1 TNK2 TNNI3K TOP1 TOP2A TOP2B TOR1A TOR1B TOR2A TOR3A TOR4A TP53I3 TP53RK TPK1 TRAP1 TREX1 TRIB1 TRIB3 TRIM23 TRIO TRIP13 TRIT1 TRMU TRNT1 TRPM4 TRPM6 TRPM7 TRPV1 TRPV4 TSR1 TSSK1B TSSK2 TSSK3 TSSK4 TSSK6 TTBK1 TTBK2 TTF2 TTK TTL TTLL1 TTLL10 TTLL11 TTLL12 TTLL13 TTLL2 TTLL3 TTLL4 TTLL5 TTLL6 TTLL7 TTLL8 TTLL9 TTN TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B TUBD1 TUBE1 TUBG1 TUBG2 TUFM TUT1 TWF1 TWF2 TWNK TXK TYK2 TYRO3 UBA1 UBA2 UBA3 UBA5 UBA6 UBA7 UBE2A UBE2B UBE2C UBE2D1 UBE2D2 UBE2D3 UBE2D4 UBE2E1 UBE2E2 UBE2E3 UBE2F UBE2G1 UBE2G2 UBE2H UBE2I UBE2J1 UBE2J2 UBE2K UBE2L3 UBE2L5 UBE2M UBE2N UBE2O UBE2Q1 UBE2Q2 UBE2QL1 UBE2R2 UBE2S UBE2T UBE2U UBE2W UBE2Z UCK1 UCK2 UCKL1 UCP1 UGDH UHMK1 ULK1 ULK2 ULK3 ULK4 UPF1 UPRT URGCP UXS1 VARS1 VARS2 VCP VPS4A VPS4B VRK1 VRK2 VRK3 VWA8 WARS1 WARS2 WEE1 WEE2 WNK1 WNK2 WNK3 WNK4 WRN WRNIP1 XRCC2 XRCC3 XRCC5 XRCC6 XYLB YARS1 YARS2 YES1 YME1L1 YTHDC2 ZAP70 ZC3HAV1 ZNG1A ZNG1B ZNG1C ZNG1E ZNG1F ZRANB3 GOMF_PURINE_NUCLEOTIDE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PURINE_NUCLEOTIDE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ABCC11 ABCC4 ABCC5 ABCD1 ANKH LRRC8A SLC17A9 SLC19A1 SLC25A16 SLC25A17 SLC25A23 SLC25A24 SLC25A25 SLC25A31 SLC25A4 SLC25A41 SLC25A42 SLC25A47 SLC25A5 SLC25A51 SLC25A52 SLC25A53 SLC25A6 SLC33A1 SLC35B1 SLC35B2 SLC35B3 SLC46A2 GOMF_PURINE_RIBONUCLEOTIDE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PURINE_RIBONUCLEOTIDE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ABCD1 ANKH LRRC8A SLC17A9 SLC19A1 SLC25A16 SLC25A17 SLC25A23 SLC25A24 SLC25A25 SLC25A31 SLC25A4 SLC25A41 SLC25A42 SLC25A47 SLC25A5 SLC25A6 SLC33A1 SLC35B1 SLC35B2 SLC35B3 SLC46A2 GOMF_PYRIMIDINE_NUCLEOBASE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PYRIMIDINE_NUCLEOBASE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY AQP9 SLC28A1 SLC28A2 SLC28A3 SLC29A1 SLC29A2 SLC29A3 GOMF_PYRIMIDINE_NUCLEOSIDE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PYRIMIDINE_NUCLEOSIDE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY SLC22A1 SLC22A2 SLC28A1 SLC28A2 SLC28A3 SLC29A1 SLC29A2 SLC29A3 GOMF_PYRIMIDINE_NUCLEOTIDE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PYRIMIDINE_NUCLEOTIDE_BINDING DCTPP1 DUT HSP90AA1 MTPAP NT5C UGP2 GOMF_PYRIMIDINE_NUCLEOTIDE_SUGAR_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PYRIMIDINE_NUCLEOTIDE_SUGAR_TRANSMEMBRANE_TRANSPORTER_ACTIVITY SLC35A1 SLC35A2 SLC35A3 SLC35A4 SLC35A5 SLC35B1 SLC35B4 SLC35D1 SLC35D2 SLC35D3 GOMF_PYRUVATE_DEHYDROGENASE_ACETYL_TRANSFERRING_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PYRUVATE_DEHYDROGENASE_ACETYL_TRANSFERRING_KINASE_ACTIVITY BCKDK PDK1 PDK2 PDK3 PDK4 GOMF_PYRUVATE_DEHYDROGENASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PYRUVATE_DEHYDROGENASE_ACTIVITY DLAT DLD PDHA1 PDHA2 PDHB PDHX GOMF_PYRUVATE_DEHYDROGENASE_LIPOAMIDE_PHOSPHATASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PYRUVATE_DEHYDROGENASE_LIPOAMIDE_PHOSPHATASE_ACTIVITY PDP1 PDP2 PPM1H PPM1J PPM1M GOMF_PYRUVATE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_PYRUVATE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY MPC1 MPC1L MPC2 SLC16A11 SLC16A3 SLC16A7 GOMF_P_TYPE_CALCIUM_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_P_TYPE_CALCIUM_TRANSPORTER_ACTIVITY ATP2A1 ATP2A2 ATP2A3 ATP2B1 ATP2B2 ATP2B3 ATP2B4 ATP2C1 ATP2C2 GOMF_P_TYPE_POTASSIUM_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_P_TYPE_POTASSIUM_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ATP12A ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP4A ATP4B GOMF_P_TYPE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_P_TYPE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ATP12A ATP13A1 ATP13A2 ATP13A3 ATP13A4 ATP13A5 ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP2A1 ATP2A2 ATP2A3 ATP2B1 ATP2B2 ATP2B3 ATP2B4 ATP2C1 ATP2C2 ATP4A ATP4B ATP7A ATP7B GOMF_QUATERNARY_AMMONIUM_GROUP_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_QUATERNARY_AMMONIUM_GROUP_BINDING ABCA1 ACHE ACP3 APOA2 APOA4 APOA5 APOC1 BCHE CETP CHMP2A CHMP3 CHRFAM7A CHRM3 CHRNA1 CHRNA2 CHRNA3 CHRNA4 CHRNA7 CHRNB1 CHRNB2 CHRNB3 CHRND CRP DHTKD1 ESYT1 ESYT2 ESYT3 GPR119 GPR12 HACL1 IGHM ILVBL JCHAIN NF1 OGDH OGDHL PCTP PCYT1A PCYT1B PITPNA PITPNB PITPNM1 PITPNM2 PLTP RASGRP1 RPE65 SCARB2 SERPINA5 SESTD1 SLC5A7 TKT TKTL1 TKTL2 VDAC1 VDAC2 GOMF_QUATERNARY_AMMONIUM_GROUP_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_QUATERNARY_AMMONIUM_GROUP_TRANSMEMBRANE_TRANSPORTER_ACTIVITY SLC16A9 SLC18A3 SLC22A1 SLC22A15 SLC22A16 SLC22A2 SLC22A3 SLC22A4 SLC22A5 SLC25A19 SLC25A20 SLC25A29 SLC44A1 SLC44A2 SLC44A3 SLC44A4 SLC44A5 SLC5A7 SLC6A14 SLC6A20 GOMF_QUINONE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_QUINONE_BINDING AOC1 AOC2 AOC3 CBR4 COQ10A COQ10B ETFDH MT-ND4 NDUFS2 NDUFS7 SDHB SDHD SQOR TP53I3 VKORC1 VKORC1L1 GOMF_RACEMASE_AND_EPIMERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_RACEMASE_AND_EPIMERASE_ACTIVITY AMACR DHRS9 DSE DSEL FUOM GALE GALM GFUS GLCE GNE L3HYPDH MCEE NAXE RENBP RPE RPEL1 SRR YJEFN3 GOMF_RACEMASE_AND_EPIMERASE_ACTIVITY_ACTING_ON_CARBOHYDRATES_AND_DERIVATIVES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_RACEMASE_AND_EPIMERASE_ACTIVITY_ACTING_ON_CARBOHYDRATES_AND_DERIVATIVES DSE DSEL FUOM GALE GALM GFUS GLCE GNE RENBP RPE RPEL1 GOMF_RAGE_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_RAGE_RECEPTOR_BINDING FPR1 HMGB1 HMGB2 S100A12 S100A13 S100A4 S100A7 S100A8 S100A9 S100B GOMF_RDNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_RDNA_BINDING ALKBH2 BEND3 BNC1 BNC2 DHX33 GTF3C5 MACROH2A1 MAF1 MTOR RPTOR TSPYL2 GOMF_RECEPTOR_ANTAGONIST_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_RECEPTOR_ANTAGONIST_ACTIVITY ADH7 AGTR2 CCL5 DKK1 DKK2 DKK3 DKK4 DKKL1 ESR2 FST IGSF1 IL18BP IL1RN IL36RN LRPAP1 PXDN WFIKKN1 WFIKKN2 GOMF_RECEPTOR_SERINE_THREONINE_KINASE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_RECEPTOR_SERINE_THREONINE_KINASE_BINDING BMP10 BMP2 BMP3 BMP4 BMP5 BMP6 CDH5 CFC1 CFC1B ELAPOR2 FADD FKBP1A GPR17 INHBA MAGI2 MDM2 NEO1 NODAL OPRD1 OPRK1 PYCARD SCUBE3 SMAD6 SMAD7 SMURF1 SRC TDGF1 TDGF1P3 WIF1 GOMF_RECEPTOR_SIGNALING_PROTEIN_TYROSINE_KINASE_ACTIVATOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_RECEPTOR_SIGNALING_PROTEIN_TYROSINE_KINASE_ACTIVATOR_ACTIVITY ALK ALKAL1 ALKAL2 CCL5 LTK GOMF_RECEPTOR_TYROSINE_KINASE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_RECEPTOR_TYROSINE_KINASE_BINDING ACP4 ALKAL1 ALKAL2 ANGPT1 ANGPT2 ANGPT4 ARHGEF16 ARTN BLNK CADM4 CBL CBLB CBLC CD2 CPNE3 CRK CRKL DAZAP2 DOCK4 DOK2 DUSP3 EIF3A ELMO2 FIZ1 FLT3LG FNTA FRS2 FRS3 GAB2 GAB4 GAS6 GDNF GFRAL GRAPL GRB14 GRB2 HYAL2 IRS1 IRS2 ITGAX LRP4 MAP3K7 MST1 MST1L MYOC NCK1 NCK2 NRG1 NRG3 NRTN PCNA PIK3R1 PIK3R2 PITPNM1 PITPNM2 PITPNM3 PLCG1 PSPN PTPN1 PTPN11 PTPN14 PTPN2 RACK1 RNF41 SH2B1 SH2B2 SH2B3 SHC1 SHC2 SHC3 SHC4 SOCS5 SQSTM1 STAP1 TIAM1 TOB1 TP53 TRADD TRAT1 YWHAG ZPR1 GOMF_REGULATORY_RNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_REGULATORY_RNA_BINDING AGO1 AGO2 AGO3 AGO4 DDX21 DHX9 DICER1 DND1 DNM3OS ELAVL1 FAM172A FAM172BP FMR1 GAS5 HNRNPA1 HNRNPA2B1 KCNQ1OT1 LIN28A MATR3 MBD2 MECP2 MIAT NEAT1 OIP5-AS1 PIWIL1 PIWIL2 PIWIL3 PIWIL4 PNPT1 POU5F1 PRKRA PUM1 PUM2 RBM10 RBM4 RC3H1 SMAD5-AS1 SOCS3 SOX2 SOX4 SPOUT1 TARBP2 TEX19 TLR7 TLR9 TRIM71 TUSC8 TUT4 TUT7 XIST YBX1 ZC3H10 ZC3H12A ZC3H7A ZC3H7B ZNF346 GOMF_RETINAL_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_RETINAL_BINDING ABCA4 ADH4 ALDH1A2 CRABP1 CRABP2 CYP27C1 CYP2W1 OPN3 OPN4 OPN5 RBP1 RBP2 RBP3 RBP4 RBP5 RBP7 RHO RLBP1 STRA6 GOMF_RETINAL_DEHYDROGENASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_RETINAL_DEHYDROGENASE_ACTIVITY AKR1B1 AKR1B10 AKR1C3 AKR1C4 ALDH1A1 ALDH1A2 ALDH1A3 ALDH8A1 GOMF_RETINOIC_ACID_4_HYDROXYLASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_RETINOIC_ACID_4_HYDROXYLASE_ACTIVITY CYP26A1 CYP26B1 CYP26C1 CYP2C18 CYP2C8 CYP2S1 CYP2W1 CYP3A4 CYP3A5 CYP3A7 GOMF_RETINOIC_ACID_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_RETINOIC_ACID_BINDING CRABP1 CRABP2 CYP26A1 CYP26B1 CYP26C1 CYP27C1 CYP2W1 FABP5 IGF2R LCN12 LRAT NR2F2 RARA RXRA SERPINA5 UGT1A1 UGT1A10 UGT1A3 UGT1A4 UGT1A6 UGT1A7 UGT1A8 UGT1A9 UGT2B15 UGT2B17 UGT2B4 UGT2B7 GOMF_RETINOIC_ACID_RESPONSIVE_ELEMENT_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_RETINOIC_ACID_RESPONSIVE_ELEMENT_BINDING NR2F1 RARA RXRA RXRB RXRG ZNF536 GOMF_RETINOL_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_RETINOL_BINDING ADH4 ADH7 C8G CRABP1 CRABP2 CYP27C1 CYP2W1 LRAT RBP1 RBP2 RBP3 RBP4 RBP5 RBP7 RLBP1 STRA6 GOMF_RETINYL_PALMITATE_ESTERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_RETINYL_PALMITATE_ESTERASE_ACTIVITY CEL LIPE PLB1 PNLIP PNPLA2 PNPLA4 RPE65 GOMF_RETROMER_COMPLEX_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_RETROMER_COMPLEX_BINDING IGF2R M6PR RAB7A RCSD1 SNX3 SORT1 TBC1D5 WASHC2A WASHC2C GOMF_RIBOFLAVIN_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_RIBOFLAVIN_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ABCG2 RTBDN SLC22A14 SLC52A1 SLC52A2 SLC52A3 GOMF_RIBONUCLEASE_P_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_RIBONUCLEASE_P_ACTIVITY POP1 POP4 POP5 POP7 PRORP RPP14 RPP21 RPP25 RPP30 RPP38 RPP40 RPPH1 GOMF_RIBONUCLEASE_P_RNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_RIBONUCLEASE_P_RNA_BINDING POP1 POP4 POP5 POP7 RPP14 RPP21 RPP25 RPP30 RPP38 RPP40 GOMF_RIBONUCLEOPROTEIN_COMPLEX_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_RIBONUCLEOPROTEIN_COMPLEX_BINDING ABCE1 BAG6 BOP1 C1QBP CBX5 CCDC47 CD2BP2 CINP CKAP5 CPEB1 CPEB2 CPEB3 CPEB4 CPSF6 DAPL1 DDX17 DDX3X DDX5 DERL1 DERL2 DERL3 DHX29 DHX33 DHX9 DNAJC2 EEF2 EEFSEC EFL1 EIF1 EIF1B EIF2A EIF2S1 EIF3C EIF3K EIF4A3 EIF5A EIF5A2 EIF5AL1 EIF6 ERAL1 ERI1 ETF1 EZH2 FMR1 G3BP1 GCN1 GEMIN4 GEMIN5 GTPBP4 GTPBP6 GUF1 HABP4 HNRNPU HSPA5 IFIH1 IFRD2 IGHMBP2 IMPACT ITCH LARP1 LEMD3 LETM1 LETM2 LETMD1 LIN28A LTN1 MAIP1 MALSU1 MAP3K20 MDM2 MRPS27 MRRF MTIF2 MTIF3 MTOR MTRES1 MTRFR NAA10 NAA15 NAA16 NCLN NDUFAB1 NEAT1 NEMF NMD3 NME1 NOMO1 NOMO2 NOMO3 NOPCHAP1 NPM1 NVL OLA1 OXA1L PELO PES1 PHF6 PIM1 PIWIL1 PIWIL2 PPIH PPP1CA PQBP1 PRMT3 PRMT5 PRMT7 PRPF31 PRPF6 PTCD3 PYM1 RACK1 RBM23 RBM3 RBM39 RICTOR RNASEL RNF135 RPLP1 RPSA SBDS SEC61A1 SEC61A2 SEC61B SEC61G SECISBP2 SECISBP2L SERBP1 SHFL SLFN12 SLFN14 SMG6 SND1 SNRPA SNRPB SNRPB2 SNRPD2 SPATA5 SPATA5L1 SRP19 SRP54 SRP68 SRP72 SRP9 SRPRA STAU2 STRAP TACO1 TIMM50 TMA16 TMCO1 TMEM147 TMEM223 TOP2B TTC5 UHMK1 UNG UNK UQCC5 USP16 WDR12 XPO5 YBX3 YTHDF1 YTHDF3 ZC3H12A ZNF593 ZNF598 ZNF622 GOMF_RIBOSE_PHOSPHATE_DIPHOSPHOKINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_RIBOSE_PHOSPHATE_DIPHOSPHOKINASE_ACTIVITY PRPS1 PRPS1L1 PRPS2 PRPSAP1 PRPSAP2 GOMF_RIBOSOMAL_LARGE_SUBUNIT_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_RIBOSOMAL_LARGE_SUBUNIT_BINDING CPEB2 CPSF6 DHX33 EIF6 LTN1 MALSU1 MRRF MTRES1 MTRFR NDUFAB1 NEMF NMD3 NPM1 OLA1 RBM3 GOMF_RIBOSOMAL_PROTEIN_S6_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_RIBOSOMAL_PROTEIN_S6_KINASE_ACTIVITY RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA4 RPS6KA6 RPS6KB1 RPS6KB2 GOMF_RIBOSOMAL_SMALL_SUBUNIT_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_RIBOSOMAL_SMALL_SUBUNIT_BINDING ABCE1 CPEB2 DDX3X DHX29 EIF1 EIF1B ERAL1 G3BP1 LARP1 MTIF2 MTIF3 NME1 NPM1 PIM1 PTCD3 UNG USP16 GOMF_RIBOSOME_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_RIBOSOME_BINDING ABCE1 BAG6 C1QBP CCDC47 CPEB1 CPEB2 CPEB3 CPEB4 CPSF6 DAPL1 DDX3X DHX29 DHX33 DHX9 DNAJC2 EEF2 EFL1 EIF1 EIF1B EIF2A EIF2S1 EIF3C EIF3K EIF5A EIF5A2 EIF5AL1 EIF6 ERAL1 ERI1 ETF1 FMR1 G3BP1 GCN1 GEMIN5 GTPBP6 GUF1 HABP4 HSPA5 IFRD2 IGHMBP2 IMPACT LARP1 LETM1 LETM2 LETMD1 LIN28A LTN1 MAIP1 MALSU1 MAP3K20 MRPS27 MRRF MTIF2 MTIF3 MTOR MTRES1 MTRFR NAA10 NAA15 NAA16 NCLN NDUFAB1 NEMF NMD3 NME1 NOMO1 NOMO2 NOMO3 NPM1 OLA1 OXA1L PELO PIM1 PIWIL1 PIWIL2 PRMT3 PTCD3 PYM1 RACK1 RBM3 RICTOR RPSA SBDS SEC61A1 SEC61A2 SEC61B SEC61G SERBP1 SHFL SLFN12 SLFN14 SRP19 SRP68 SRP72 STAU2 TACO1 TMCO1 TMEM147 TMEM223 TTC5 UNG UNK UQCC5 USP16 YBX3 YTHDF1 YTHDF3 ZC3H12A ZNF598 GOMF_RNA_2_O_METHYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_RNA_2_O_METHYLTRANSFERASE_ACTIVITY BCDIN3D FTSJ1 FTSJ3 HENMT1 MRM1 MRM2 MRM3 TRMT13 TRMT44 GOMF_RNA_7_METHYLGUANOSINE_CAP_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_RNA_7_METHYLGUANOSINE_CAP_BINDING AGO2 CYFIP1 CYFIP2 DCPS EIF4E EIF4E1B EIF4E2 EIF4E3 GEMIN5 LARP1 NCBP1 NCBP2 NCBP3 GOMF_RNA_CAP_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_RNA_CAP_BINDING AGO2 CYFIP1 CYFIP2 DCPS EIF3D EIF4A1 EIF4E EIF4E1B EIF4E2 EIF4E3 EIF4G3 GEMIN5 IFIT5 LARP1 LARP1B LSM1 NCBP1 NCBP2 NCBP2L NCBP3 SNUPN GOMF_RNA_DIRECTED_DNA_POLYMERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_RNA_DIRECTED_DNA_POLYMERASE_ACTIVITY DKC1 PTGES3 TEP1 TERC TERF1 TERF2 TERT GOMF_RNA_DNA_HYBRID_RIBONUCLEASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_RNA_DNA_HYBRID_RIBONUCLEASE_ACTIVITY APEX1 EXO1 FEN1 NYNRIN RNASEH1 RNASEH2A GOMF_RNA_ENDONUCLEASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_RNA_ENDONUCLEASE_ACTIVITY AGO1 AGO2 AGO3 AGO4 ANG ANKZF1 APEX1 CPSF3 DBR1 DICER1 DROSHA ELAC1 ELAC2 ENDOG ENDOU ENDOV ERN1 ERN2 EXO1 EXOG FEN1 INTS11 KHNYN LACTB2 MBLAC1 MRPL44 NOB1 NUDT12 NUDT16 NUDT16L1 NYNRIN PIWIL1 PIWIL2 PIWIL3 PIWIL4 PLD6 POP1 POP4 POP5 POP7 PRORP RCL1 RIDA RMRP RNASE1 RNASE2 RNASE4 RNASE8 RNASEH1 RNASEH2A RNASEK RNASEL RNASET2 RPP14 RPP21 RPP25 RPP30 RPP38 RPP40 RPPH1 SLFN13 SLFN14 SMG6 SND1 TSEN2 TSEN34 TSNAX YBEY ZC3H12A ZC3H12B ZC3H12C ZC3H12D GOMF_RNA_ENDONUCLEASE_ACTIVITY_PRODUCING_3_PHOSPHOMONOESTERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_RNA_ENDONUCLEASE_ACTIVITY_PRODUCING_3_PHOSPHOMONOESTERS RIDA RNASE1 RNASE2 RNASE4 RNASE8 TSEN2 TSEN34 GOMF_RNA_ENDONUCLEASE_ACTIVITY_PRODUCING_5_PHOSPHOMONOESTERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_RNA_ENDONUCLEASE_ACTIVITY_PRODUCING_5_PHOSPHOMONOESTERS AGO2 AGO3 APEX1 DBR1 DICER1 DROSHA ELAC1 ELAC2 ENDOV EXO1 FEN1 MRPL44 NUDT12 NUDT16 NUDT16L1 NYNRIN PLD6 POP1 POP4 POP5 POP7 PRORP RNASEH1 RNASEH2A RPP14 RPP21 RPP25 RPP30 RPP38 RPP40 RPPH1 GOMF_RNA_EXONUCLEASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_RNA_EXONUCLEASE_ACTIVITY ANGEL1 ANGEL2 CNOT1 CNOT2 CNOT6 CNOT6L CNOT7 CNOT8 CPSF3 DCP2 DCPS DIS3 DIS3L DIS3L2 ERI1 ERI2 ERI3 EXD2 EXOSC1 EXOSC10 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 ISG20 ISG20L2 NOCT PAN2 PAN3 PARN PDE12 PNLDC1 PNPT1 POLRMT REXO2 TOE1 USB1 XRN1 XRN2 ZC3H12A GOMF_RNA_EXONUCLEASE_ACTIVITY_PRODUCING_5_PHOSPHOMONOESTERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_RNA_EXONUCLEASE_ACTIVITY_PRODUCING_5_PHOSPHOMONOESTERS ANGEL1 ANGEL2 CNOT1 CNOT2 CNOT6 CNOT6L CNOT7 CNOT8 CPSF3 DCP2 DIS3 DIS3L DIS3L2 ERI1 ERI2 ERI3 EXD2 EXOSC10 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC7 EXOSC9 ISG20 ISG20L2 NOCT PAN2 PAN3 PARN PDE12 PNLDC1 PNPT1 POLRMT REXO2 TOE1 USB1 XRN1 XRN2 GOMF_RNA_METHYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_RNA_METHYLTRANSFERASE_ACTIVITY ALKBH8 BCDIN3D BUD23 CMTR1 CMTR2 DIMT1 EMG1 FBL FBLL1 FDXACB1 FTSJ1 FTSJ3 HENMT1 LCMT2 MEPCE METTL1 METTL14 METTL15 METTL15P1 METTL16 METTL25B METTL2A METTL2B METTL3 METTL4 METTL5 METTL6 METTL7A METTL8 MRM1 MRM2 MRM3 NOP2 NSUN2 NSUN3 NSUN4 NSUN5 NSUN6 PCIF1 RNMT TARBP1 TFB1M TFB2M TGS1 THUMPD2 THUMPD3 TRDMT1 TRMO TRMT1 TRMT10A TRMT10B TRMT10C TRMT11 TRMT12 TRMT13 TRMT1L TRMT2A TRMT2B TRMT44 TRMT5 TRMT61A TRMT61B TRMT9B TYW3 ZCCHC4 GOMF_RNA_NUCLEASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_RNA_NUCLEASE_ACTIVITY AGO1 AGO2 AGO3 AGO4 ANG ANGEL1 ANGEL2 ANKZF1 APEX1 AZGP1 CNOT1 CNOT2 CNOT6 CNOT6L CNOT7 CNOT8 CPSF3 DBR1 DCP2 DCPS DICER1 DIS3 DIS3L DIS3L2 DROSHA ELAC1 ELAC2 ENDOG ENDOU ENDOV ERI1 ERI2 ERI3 ERN1 ERN2 EXD2 EXO1 EXOG EXOSC1 EXOSC10 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 FEN1 HELZ2 INTS11 ISG20 ISG20L2 KHNYN LACTB2 MARF1 MBLAC1 MRPL44 N4BP1 NOB1 NOCT NUDT12 NUDT16 NUDT16L1 NYNRIN PAN2 PAN3 PARN PDE12 PIWIL1 PIWIL2 PIWIL3 PIWIL4 PLD6 PNLDC1 PNPT1 POLRMT POP1 POP4 POP5 POP7 PPP1R8 PRORP RCL1 REXO2 RIDA RMRP RNASE1 RNASE10 RNASE11 RNASE12 RNASE13 RNASE2 RNASE3 RNASE4 RNASE6 RNASE7 RNASE8 RNASE9 RNASEH1 RNASEH2A RNASEK RNASEL RNASET2 RPP14 RPP21 RPP25 RPP30 RPP38 RPP40 RPPH1 SAMHD1 SLFN12 SLFN13 SLFN14 SMG6 SND1 TOE1 TSEN2 TSEN34 TSNAX USB1 XRN1 XRN2 YBEY ZC3H12A ZC3H12B ZC3H12C ZC3H12D GOMF_RNA_POLYMERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_RNA_POLYMERASE_ACTIVITY CRCP MED20 MED21 POLR1A POLR1B POLR1C POLR1D POLR1H POLR2A POLR2B POLR2C POLR2E POLR2F POLR2H POLR2I POLR2J POLR2J2 POLR2J3 POLR2K POLR2L POLR3A POLR3B POLR3C POLR3F POLR3G POLR3H POLR3K POLRMT PRIM1 PRIMPOL RMRP TERT TRNT1 GOMF_RNA_POLYMERASE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_RNA_POLYMERASE_BINDING AGO1 AGO2 ANP32B BIN1 BRCA1 BRD4 CCAR2 CCNT1 CCNT2 CDC73 CTR9 DHX9 ELOF1 ELP2 ELP4 ERBB2 ERCC5 ESRRB GTF2B HNRNPU LEO1 MAF1 NCOA3 NEDD4 PABPN1 PAF1 PCF11 PCIF1 PHRF1 PKN2 PPIB RECQL5 RPAP2 RPRD1A RPRD1B RPRD2 RRN3 RRN3P2 RTRAF SCAF1 SCAF4 SCAF8 SMYD2 SMYD3 SPTY2D1 STOM SUPT4H1 TAF10 TCERG1 TCERG1L URI1 UVSSA WAC WDR43 YTHDC2 ZFP36 ZNF326 GOMF_RNA_POLYMERASE_CORE_ENZYME_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_RNA_POLYMERASE_CORE_ENZYME_BINDING AGO1 AGO2 BRD4 CCAR2 CDC73 CTR9 DHX9 ELOF1 ELP2 ELP4 ERBB2 ERCC5 ESRRB GTF2B HNRNPU LEO1 MAF1 NCOA3 PAF1 PCF11 PCIF1 RECQL5 RPAP2 RPRD1A RPRD1B RPRD2 RRN3 RRN3P2 RTRAF SCAF1 SCAF4 SCAF8 SMYD2 SMYD3 SPTY2D1 SUPT4H1 URI1 UVSSA WAC WDR43 ZNF326 GOMF_RNA_POLYMERASE_III_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_RNA_POLYMERASE_III_ACTIVITY POLR1C POLR1D POLR2E POLR2F POLR2H POLR2K POLR2L POLR3A POLR3B POLR3K GOMF_RNA_POLYMERASE_III_GENERAL_TRANSCRIPTION_INITIATION_FACTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_RNA_POLYMERASE_III_GENERAL_TRANSCRIPTION_INITIATION_FACTOR_ACTIVITY BRF1 GTF3C1 GTF3C2 GTF3C3 GTF3C4 GTF3C5 GTF3C6 SNAPC1 SNAPC3 SNAPC4 SNAPC5 TBP GOMF_RNA_POLYMERASE_III_TRANSCRIPTION_REGULATORY_REGION_SEQUENCE_SPECIFIC_DNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_RNA_POLYMERASE_III_TRANSCRIPTION_REGULATORY_REGION_SEQUENCE_SPECIFIC_DNA_BINDING BRF1 BRF2 GTF3C5 MAF1 MTOR PRDX5 RPTOR SNAPC3 SNAPC4 GOMF_RNA_POLYMERASE_III_TYPE_3_PROMOTER_SEQUENCE_SPECIFIC_DNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_RNA_POLYMERASE_III_TYPE_3_PROMOTER_SEQUENCE_SPECIFIC_DNA_BINDING BRF1 BRF2 MAF1 MTOR RPTOR SNAPC3 SNAPC4 GOMF_RNA_POLYMERASE_II_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_RNA_POLYMERASE_II_ACTIVITY POLR2A POLR2B POLR2C POLR2E POLR2F POLR2H POLR2J POLR2J2 POLR2J3 POLR2K POLR2L GOMF_RNA_POLYMERASE_II_CORE_PROMOTER_SEQUENCE_SPECIFIC_DNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_RNA_POLYMERASE_II_CORE_PROMOTER_SEQUENCE_SPECIFIC_DNA_BINDING CEBPB EZH2 FOS GBX2 GTF2A1 GTF2B H2AZ1 H3-3A H3-3B HDAC1 PAX6 POU2F1 RELA REST RUVBL2 STAT1 TAF1 TBP TBPL1 GOMF_RNA_POLYMERASE_II_CTD_HEPTAPEPTIDE_REPEAT_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_RNA_POLYMERASE_II_CTD_HEPTAPEPTIDE_REPEAT_KINASE_ACTIVITY BRD4 CCNK CDK1 CDK12 CDK13 CDK7 CDK8 CDK9 DYRK1A MAPK1 GOMF_RNA_POLYMERASE_II_CTD_HEPTAPEPTIDE_REPEAT_MODIFYING_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_RNA_POLYMERASE_II_CTD_HEPTAPEPTIDE_REPEAT_MODIFYING_ACTIVITY BRD4 CCNK CDK1 CDK12 CDK13 CDK7 CDK8 CDK9 CTDP1 CTDSP1 CTDSP2 CTDSPL CTDSPL2 DYRK1A MAPK1 RPAP2 SSU72 SSU72L1 SSU72L2 SSU72L3 SSU72L4 SSU72L5 SSU72L6 GOMF_RNA_POLYMERASE_II_CTD_HEPTAPEPTIDE_REPEAT_PHOSPHATASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_RNA_POLYMERASE_II_CTD_HEPTAPEPTIDE_REPEAT_PHOSPHATASE_ACTIVITY CTDP1 CTDSP1 CTDSP2 CTDSPL CTDSPL2 RPAP2 SSU72 SSU72L1 SSU72L2 SSU72L3 SSU72L4 SSU72L5 SSU72L6 GOMF_RNA_POLYMERASE_II_C_TERMINAL_DOMAIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_RNA_POLYMERASE_II_C_TERMINAL_DOMAIN_BINDING BRD4 HNRNPU LEO1 PCIF1 RPRD1A RPRD1B RPRD2 SCAF1 SCAF4 SCAF8 GOMF_RNA_POLYMERASE_II_GENERAL_TRANSCRIPTION_INITIATION_FACTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_RNA_POLYMERASE_II_GENERAL_TRANSCRIPTION_INITIATION_FACTOR_ACTIVITY CCNH DR1 DRAP1 GTF2A1 GTF2A2 GTF2B GTF2E1 GTF2E2 GTF2F1 GTF2F2 GTF2H2 GTF2H3 GTF2H4 PAAF1 PRRX1 SNAPC1 SNAPC2 SNAPC4 SNAPC5 TAF1 TAF10 TAF11 TAF12 TAF13 TAF1L TAF2 TAF3 TAF4 TAF4B TAF5 TAF6 TAF6L TAF7 TAF7L TAF8 TAF9 TAF9B TBP TBPL1 TBPL2 GOMF_RNA_POLYMERASE_II_GENERAL_TRANSCRIPTION_INITIATION_FACTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_RNA_POLYMERASE_II_GENERAL_TRANSCRIPTION_INITIATION_FACTOR_BINDING AHR AR CTDP1 DRAP1 EDF1 ERCC1 ERCC4 ESR1 FBL FOXF2 GTF2A1 GTF2A2 GTF2E2 GTF2F1 HNRNPU NOP58 RUVBL1 RUVBL2 TAF1 TAF1L TAF7 TBP TCF4 TP53 ZNHIT6 GOMF_RNA_POLYMERASE_II_INTRONIC_TRANSCRIPTION_REGULATORY_REGION_SEQUENCE_SPECIFIC_DNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_RNA_POLYMERASE_II_INTRONIC_TRANSCRIPTION_REGULATORY_REGION_SEQUENCE_SPECIFIC_DNA_BINDING HSF1 HSF2 NCOA2 SMYD3 VAX1 VAX2 ZC3H8 ZNF350 GOMF_RNA_POLYMERASE_II_SPECIFIC_DNA_BINDING_TRANSCRIPTION_FACTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_RNA_POLYMERASE_II_SPECIFIC_DNA_BINDING_TRANSCRIPTION_FACTOR_BINDING ACTB ACTN4 ADD1 AHR AIP AKAP8 ANKRD1 ANKRD2 ANKRD42 ANXA4 AR ARID1A ARID5A ARNT ARNT2 ASXL1 ATF2 ATF4 BAZ2A BBS1 BBS10 BBS2 BBS4 BBS5 BBS7 BCAS3 BCL10 BEX1 BHLHE40 BHLHE41 BMAL1 BRD8 BRMS1 BUD31 C1D CALR CCDC62 CD34 CDK5RAP3 CDKN2A CEBPA CHD4 CITED2 CNOT1 COMMD6 COMMD7 CPNE1 CREB1 CREBBP CRKL CRX CRY1 CRY2 CSNK2B CTBP1 CTBP2 CTDP1 CTNNB1 DACT1 DAXX DCAF1 DCAF13 DDIT3 DDRGK1 DDX5 DDX54 DHX9 DLL1 DMAP1 DNAAF4 DNAJA1 DNMT3A DTX3L DUSP26 E4F1 EGR2 ELK1 EOMES EP300 EPAS1 ESR1 ESRRB ETS1 ETS2 EXOSC9 FAF1 FAM220A FAM220BP FBP1 FIZ1 FKBP4 FLT3 FOS FOXC1 FOXH1 FOXL2 FOXP1 FOXP3 GABARAPL1 GAS2L1 GATA1 GATA2 GATA3 GATA4 GATA6 GBX2 GFI1B GSC GSK3B GTF2A1 GTF2A2 GTF2B GTF2H1 GTF2I H2BC9 HAND1 HAND2 HCLS1 HDAC1 HDAC2 HDAC3 HDAC4 HDAC5 HDAC9 HES1 HES6 HEY1 HEY2 HIF1A HIF1AN HIPK2 HIRA HMGA1 HMGA2 HMGB1 HMGN3 HNF4A HSF1 HSPB1 ID2 ID4 IFI27 ISL1 JMJD1C JUN KAT8 KDM1A KDM3A KDM4C KDM5D KEAP1 KLF4 LATS1 LCOR LDB1 LEF1 LHX3 LMO2 LRIF1 MAD2L2 MAPK14 MDFIC MED1 MED12 MED13 MED14 MED16 MED17 MED24 MED25 MED30 MED4 MEF2A MEF2C MEF2D MIXL1 MKKS MLX MLXIPL MMS19 MTA1 MTA2 MTDH MYOCD MYOD1 NCOA1 NCOA2 NCOA3 NCOA6 NCOA7 NCOR1 NCOR2 NEUROD1 NFATC1 NFE2L2 NFKBIA NHLH2 NIF3L1 NKX2-1 NKX2-5 NKX3-1 NOTCH2 NPM1 NR0B1 NR0B2 NR1H2 NR1H4 NR1I2 NR4A1 NR4A2 NR4A3 NRIP1 NSD1 OASL PADI2 PAGR1 PARK7 PARP1 PARP9 PCNA PDCD11 PHB2 PIAS2 PITX1 PITX2 PKN1 POU1F1 POU4F1 PPARA PPARG PPARGC1A PPARGC1B PPID PRAME PRDM13 PRKCB PRKDC PRMT2 PROX1 PRRX1 PSMA6 PSMD10 PTPN2 PTPRT RAD23B RARB RARG RB1 RBBP8 RBPJ RBX1 RELA RERG REST RNF14 RNF25 RNF6 RXRA SDR16C5 SETD1A SETD3 SETD6 SIN3A SIRT1 SLC30A9 SMAD2 SMAD3 SMAD4 SMARCA1 SMARCA4 SMARCB1 SMARCD3 SMARCE1 SNW1 SOX17 SP1 SP3 SPEN SPI1 SRARP SRC SRF STAT1 STAT3 STAT5B STING1 STK4 STRN TACC1 TACC2 TADA3 TAF1 TAF10 TAF11 TAF4 TAF4B TAF6 TAF7 TAL1 TBP TBX20 TBX3 TBX5 TBX6 TBXT TCERG1 TCF21 TCF23 TCF3 TCF7L2 TEAD3 TFDP3 TGFB1I1 THRAP3 TMF1 TOB2 TP53 TP53BP1 TP53BP2 TP73 TRERF1 TRIB1 TRIB2 TRIM24 TRIM32 TRIM68 TRIP12 TRIP4 TRIP6 TTC8 UBXN7 UHRF2 VDR WBP2 WIPI1 WWP2 XPC YWHAH ZBTB7A ZBTB8A ZFPM1 ZFPM2 ZNF366 ZNHIT3 GOMF_RNA_POLYMERASE_I_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_RNA_POLYMERASE_I_ACTIVITY POLR1A POLR1B POLR1C POLR1D POLR1H POLR2E POLR2F POLR2H POLR2K POLR2L GOMF_RNA_POLYMERASE_I_GENERAL_TRANSCRIPTION_INITIATION_FACTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_RNA_POLYMERASE_I_GENERAL_TRANSCRIPTION_INITIATION_FACTOR_ACTIVITY RRN3 RRN3P1 RRN3P2 TAF1 TAF1C UBTF UBTFL1 UBTFL6 GOMF_RNA_POLYMERASE_I_TRANSCRIPTION_REGULATORY_REGION_SEQUENCE_SPECIFIC_DNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_RNA_POLYMERASE_I_TRANSCRIPTION_REGULATORY_REGION_SEQUENCE_SPECIFIC_DNA_BINDING BAZ2A PIH1D1 RRN3 SMARCA4 SMARCB1 TAF1B TAF1C UBTF UBTFL1 UBTFL6 GOMF_RNA_STEM_LOOP_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_RNA_STEM_LOOP_BINDING ARID5A CPEB3 CSDE1 DAZAP1 DDX3X DDX56 DHX9 EIF4A3 EPRS1 FMR1 LARP6 METTL16 MYH10 RC3H1 RC3H2 ZC3H12A GOMF_ROUNDABOUT_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ROUNDABOUT_BINDING LGR6 LRTM1 LRTM2 MYO9B SLIT1 SLIT2 SLIT3 TGFB1I1 GOMF_RRNA_ADENINE_METHYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_RRNA_ADENINE_METHYLTRANSFERASE_ACTIVITY DIMT1 METTL16 METTL25B METTL5 TFB1M TFB2M TRMT61B ZCCHC4 GOMF_RRNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_RRNA_BINDING ANG BRIX1 CAVIN1 CIRBP DDX21 DDX28 EMG1 ERAL1 ERI1 FASTKD2 FASTKD5 GTF3A IMP3 IMP4 KDM2B MAP3K20 MDM2 MRPL11 MRPL16 MRPL18 MRPL20 MRPS17 MRPS18A MRPS18C MRPS27 MRPS6 MRPS7 MTERF4 NGRN NOL12 NOP53 NPM1 NSUN4 PPAN PTCD3 RBM34 RCC1L RNASEL RPF1 RPF2 RPL11 RPL12 RPL23 RPL23A RPL37 RPL5 RPL8 RPL9 RPLP0 RPLP0P6 RPS11 RPS13 RPS18 RPS3 RPS4X RPS4Y1 RPS4Y2 RPS5 RPS9 RPUSD4 RRS1 SBDS TACO1 TST UTP23 UTP25 GOMF_RRNA_CYTOSINE_METHYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_RRNA_CYTOSINE_METHYLTRANSFERASE_ACTIVITY METTL15 METTL15P1 NOP2 NSUN4 NSUN5 GOMF_RS_DOMAIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_RS_DOMAIN_BINDING LUC7L RBM39 SRSF10 SRSF12 U2AF1 GOMF_R_SMAD_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_R_SMAD_BINDING ANKRD1 AXIN1 DDX5 DROSHA FOS FOXH1 JUN LDLRAD4 MEN1 MYOCD PARP1 PAX6 PMEPA1 PPARG PPM1A RANBP3 RGCC SMAD2 SMAD3 SMAD4 SMAD6 SMURF1 STUB1 TRIM33 ZC3H3 GOMF_S100_PROTEIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_S100_PROTEIN_BINDING AGER AHNAK ANXA11 ANXA2 ATP2A2 CACYBP EZR FGF1 IQGAP1 KCNK3 S100A1 S100A11 S100A6 S100B GOMF_SALT_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SALT_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ABCC4 ABCC8 ABCC9 ABCG2 ANKH ANO1 ANO10 ANO2 ANO3 ANO4 ANO5 ANO6 ANO7 ANO8 ANO9 ANXA2 ANXA2P2 ANXA6 ANXA9 APOL1 AQP1 AQP10 AQP11 AQP12A AQP12B AQP2 AQP3 AQP4 AQP5 AQP6 AQP7 AQP7B AQP7P3 AQP8 AQP9 ASIC1 ASIC2 ASIC3 ASIC4 ASIC5 ATP12A ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP2A1 ATP2A2 ATP2A3 ATP2B1 ATP2B2 ATP2B3 ATP2B4 ATP2C1 ATP2C2 ATP4A ATP4B ATP7A ATP7B BEST1 BEST2 BEST3 BEST4 BNIP1 BSND CACHD1 CACNA1A CACNA1B CACNA1C CACNA1D CACNA1E CACNA1F CACNA1G CACNA1H CACNA1I CACNA1S CACNA2D1 CACNA2D2 CACNA2D3 CACNA2D4 CACNB1 CACNB2 CACNB3 CACNB4 CACNG1 CACNG2 CACNG3 CACNG4 CACNG5 CACNG6 CACNG7 CACNG8 CALHM1 CATSPER1 CATSPER2 CATSPER3 CATSPER4 CCDC51 CCT8L2 CFTR CHP1 CHRNA10 CHRNA7 CHRNA9 CLCA1 CLCA2 CLCA3P CLCA4 CLCC1 CLCN1 CLCN2 CLCN3 CLCN4 CLCN5 CLCN6 CLCN7 CLCNKA CLCNKB CLDN17 CLDN4 CLIC1 CLIC2 CLIC3 CLIC4 CLIC5 CLIC6 CNNM4 CUL5 FKBP1B FXYD1 FXYD3 FXYD4 GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRB1 GABRB2 GABRB3 GABRD GABRE GABRG1 GABRG2 GABRG3 GABRP GABRQ GABRR1 GABRR2 GABRR3 GHITM GLRA1 GLRA2 GLRA3 GLRB GPM6A GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B HCN1 HCN2 HCN3 HCN4 HTR1B ITGAV ITPR1 ITPR2 ITPR3 KCNA1 KCNA10 KCNA2 KCNA3 KCNA4 KCNA5 KCNA6 KCNA7 KCNAB1 KCNAB2 KCNAB3 KCNB1 KCNB2 KCNC1 KCNC2 KCNC3 KCNC4 KCND1 KCND2 KCND3 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNF1 KCNG1 KCNG2 KCNG3 KCNG4 KCNH1 KCNH2 KCNH3 KCNH4 KCNH5 KCNH6 KCNH7 KCNH8 KCNIP1 KCNIP2 KCNIP3 KCNIP4 KCNJ1 KCNJ10 KCNJ11 KCNJ12 KCNJ13 KCNJ14 KCNJ15 KCNJ16 KCNJ18 KCNJ2 KCNJ3 KCNJ4 KCNJ5 KCNJ6 KCNJ8 KCNJ9 KCNK1 KCNK10 KCNK12 KCNK13 KCNK15 KCNK16 KCNK17 KCNK18 KCNK2 KCNK3 KCNK4 KCNK5 KCNK6 KCNK7 KCNK9 KCNMA1 KCNMB1 KCNMB2 KCNMB3 KCNMB4 KCNN1 KCNN2 KCNN3 KCNN4 KCNQ1 KCNQ2 KCNQ3 KCNQ4 KCNQ5 KCNS1 KCNS2 KCNS3 KCNT1 KCNT2 KCNU1 KCNV1 KCNV2 LETM1 LRRC26 LRRC38 LRRC52 LRRC55 MCOLN1 MCOLN2 MCOLN3 MCU MFSD2A MFSD5 MFSD8 MIP MPC1 MPC1L MPC2 NALCN NALF1 NALF2 NCS1 NMUR2 OCA2 OPRM1 ORAI1 ORAI2 ORAI3 P2RX4 PACC1 PANX1 PDPN PKD1 PKD1L1 PKD1L2 PKD1L3 PKD2 PKD2L1 PKD2L2 PKDREJ PSEN1 RASA3 RHAG RTBDN RYR1 RYR2 RYR3 SCN10A SCN11A SCN1A SCN1B SCN2A SCN2B SCN3A SCN3B SCN4A SCN4B SCN5A SCN7A SCN8A SCN9A SCNN1A SCNN1B SCNN1D SCNN1G SEC61A1 SFXN5 SHROOM2 SLC10A1 SLC10A2 SLC10A3 SLC10A4 SLC10A5 SLC10A6 SLC12A1 SLC12A2 SLC12A3 SLC12A4 SLC12A5 SLC12A6 SLC12A7 SLC12A8 SLC12A9 SLC13A1 SLC13A2 SLC13A3 SLC13A4 SLC13A5 SLC14A1 SLC16A1 SLC16A10 SLC16A11 SLC16A3 SLC16A7 SLC16A8 SLC17A1 SLC17A2 SLC17A3 SLC17A4 SLC17A6 SLC17A7 SLC17A8 SLC17A9 SLC18A1 SLC18A2 SLC18A3 SLC19A1 SLC1A1 SLC1A2 SLC1A3 SLC1A4 SLC1A6 SLC1A7 SLC20A1 SLC20A2 SLC22A1 SLC22A12 SLC22A13 SLC22A14 SLC22A2 SLC22A4 SLC23A1 SLC23A2 SLC23A3 SLC24A1 SLC24A2 SLC24A3 SLC24A4 SLC24A5 SLC25A1 SLC25A10 SLC25A11 SLC25A12 SLC25A13 SLC25A14 SLC25A15 SLC25A17 SLC25A18 SLC25A19 SLC25A2 SLC25A22 SLC25A23 SLC25A24 SLC25A25 SLC25A27 SLC25A29 SLC25A31 SLC25A4 SLC25A41 SLC25A42 SLC25A5 SLC25A6 SLC26A1 SLC26A10P SLC26A11 SLC26A2 SLC26A3 SLC26A4 SLC26A5 SLC26A6 SLC26A7 SLC26A8 SLC26A9 SLC28A1 SLC28A2 SLC28A3 SLC29A1 SLC2A9 SLC30A1 SLC30A10 SLC30A2 SLC30A3 SLC30A4 SLC30A5 SLC30A6 SLC30A7 SLC30A8 SLC30A9 SLC34A1 SLC34A2 SLC34A3 SLC35B1 SLC38A1 SLC38A2 SLC38A3 SLC38A4 SLC38A5 SLC38A6 SLC38A7 SLC39A1 SLC39A10 SLC39A11 SLC39A12 SLC39A13 SLC39A14 SLC39A2 SLC39A3 SLC39A4 SLC39A5 SLC39A6 SLC39A7 SLC39A8 SLC39A9 SLC3A2 SLC41A1 SLC41A3 SLC44A1 SLC44A2 SLC44A3 SLC44A4 SLC44A5 SLC46A1 SLC4A1 SLC4A10 SLC4A11 SLC4A2 SLC4A3 SLC4A4 SLC4A5 SLC4A7 SLC4A8 SLC4A9 SLC52A1 SLC52A2 SLC52A3 SLC5A1 SLC5A10 SLC5A11 SLC5A12 SLC5A2 SLC5A3 SLC5A4 SLC5A5 SLC5A6 SLC5A7 SLC5A8 SLC5A9 SLC66A1 SLC66A1L SLC6A1 SLC6A11 SLC6A12 SLC6A13 SLC6A14 SLC6A15 SLC6A18 SLC6A2 SLC6A20 SLC6A3 SLC6A4 SLC6A5 SLC6A6 SLC6A7 SLC6A8 SLC6A9 SLC7A1 SLC7A11 SLC7A2 SLC7A3 SLC7A6 SLC8A1 SLC8A2 SLC8A3 SLC8B1 SLC9A1 SLC9A2 SLC9A3 SLC9A4 SLC9A5 SLC9A6 SLC9A7 SLC9A8 SLC9A9 SLC9B1 SLC9B2 SLC9C1 SLC9C2 SNAP25 STIM2 TMC1 TMC2 TMCO1 TMCO3 TMEM165 TMEM175 TMEM37 TMEM38A TMEM38B TPCN1 TPCN2 TRPA1 TRPC1 TRPC3 TRPC4 TRPC4AP TRPC5 TRPC6 TRPC7 TRPM1 TRPM2 TRPM3 TRPM4 TRPM5 TRPM6 TRPM7 TRPM8 TRPV1 TRPV2 TRPV3 TRPV4 TRPV5 TRPV6 TSPO2 TSPOAP1 TTYH1 TTYH2 TTYH3 UCP2 UCP3 GOMF_SCAFFOLD_PROTEIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SCAFFOLD_PROTEIN_BINDING ADCY5 AKAP5 ATG4B ATP2B4 BAIAP2 BRAF CACNA1G CACNA1H CASP8 CAV2 CD163 CDC37 CHUK CIT CRIPT CRK DLG4 DLL1 DSP FYN GRIA1 GRID2 GRIK2 GRM2 GRM3 HOMER1 HSP90AA1 IKBKB IL6ST ITPR2 KCNA5 KCNH2 KCNQ1 KRT15 KRT18 KRT5 KRT8 LRP4 LYN MAP2K1 MAP2K2 MAP3K7 NCK2 NLGN1 NLGN3 NLGN4X NLGN4Y NOS1 NOS3 P2RY1 PANX1 PARK7 PDE4D PHF6 PLCG2 PSAP SCN5A SHANK1 SHANK3 SRC SYK TCOF1 TREM1 TREM2 UBTF VIM XRCC6 YWHAE GOMF_SCAVENGER_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SCAVENGER_RECEPTOR_ACTIVITY ACKR2 ACKR3 ACKR4 AGER CD163 CD36 COLEC12 CXCL16 DMBT1 EGFEM1P ENDOU ENPP1 ENPP2 LGALS3BP LRP1 MEGF10 MSR1 PRG4 SCARA3 SCARB1 SCARB2 SCARF1 SCARF2 SSC5D STAB1 STAB2 VTN GOMF_SECONDARY_ACTIVE_MONOCARBOXYLATE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SECONDARY_ACTIVE_MONOCARBOXYLATE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY SLC10A1 SLC10A2 SLC10A3 SLC10A4 SLC10A5 SLC10A6 SLC16A1 SLC16A3 SLC16A7 SLC32A1 SLC5A12 SLC5A6 SLC5A8 SLC6A1 SLC6A11 SLC6A12 SLC6A13 SLC6A6 SLC6A8 GOMF_SECONDARY_ACTIVE_SULFATE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SECONDARY_ACTIVE_SULFATE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY SLC13A1 SLC13A4 SLC26A1 SLC26A11 SLC26A2 SLC26A3 SLC26A4 SLC26A5 SLC26A6 SLC26A8 UCP2 GOMF_SECONDARY_ACTIVE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SECONDARY_ACTIVE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ANKH CDH17 CHP1 CLCN3 CLCN4 CLCN5 CLCN6 CLCN7 CTNS GHITM LETM1 MCU MFSD12 MFSD2A MFSD2B MFSD4B SLC10A1 SLC10A2 SLC10A3 SLC10A4 SLC10A5 SLC10A6 SLC10A7 SLC11A1 SLC11A2 SLC12A1 SLC12A2 SLC12A3 SLC12A4 SLC12A5 SLC12A6 SLC12A7 SLC12A8 SLC12A9 SLC13A1 SLC13A2 SLC13A3 SLC13A4 SLC13A5 SLC15A1 SLC15A2 SLC15A3 SLC15A4 SLC15A5 SLC16A1 SLC16A10 SLC16A11 SLC16A12 SLC16A13 SLC16A14 SLC16A2 SLC16A3 SLC16A4 SLC16A5 SLC16A6 SLC16A7 SLC16A8 SLC16A9 SLC17A1 SLC17A2 SLC17A3 SLC17A4 SLC17A5 SLC17A6 SLC17A7 SLC17A8 SLC17A9 SLC18A1 SLC18A2 SLC18A3 SLC18B1 SLC19A1 SLC1A1 SLC1A2 SLC1A3 SLC1A4 SLC1A5 SLC1A6 SLC1A7 SLC20A1 SLC20A2 SLC22A1 SLC22A11 SLC22A18 SLC22A4 SLC22A5 SLC22A6 SLC22A7 SLC22A8 SLC22A9 SLC23A1 SLC23A2 SLC24A1 SLC24A2 SLC24A3 SLC24A4 SLC24A5 SLC25A1 SLC25A10 SLC25A11 SLC25A12 SLC25A13 SLC25A14 SLC25A15 SLC25A16 SLC25A17 SLC25A18 SLC25A19 SLC25A2 SLC25A21 SLC25A22 SLC25A23 SLC25A24 SLC25A25 SLC25A26 SLC25A3 SLC25A30 SLC25A31 SLC25A4 SLC25A5 SLC25A6 SLC26A1 SLC26A10P SLC26A11 SLC26A2 SLC26A3 SLC26A4 SLC26A5 SLC26A6 SLC26A7 SLC26A8 SLC26A9 SLC28A1 SLC28A2 SLC28A3 SLC29A1 SLC2A10 SLC2A12 SLC2A13 SLC2A4 SLC2A9 SLC30A1 SLC30A10 SLC30A2 SLC30A3 SLC30A4 SLC30A5 SLC30A6 SLC30A8 SLC30A9 SLC32A1 SLC34A1 SLC34A2 SLC34A3 SLC35A1 SLC35A2 SLC35A3 SLC35A5 SLC35B1 SLC35B2 SLC35B3 SLC35C1 SLC35C2 SLC35D1 SLC35D2 SLC35D3 SLC35E1 SLC35E2A SLC35E2B SLC35E3 SLC35E4 SLC36A1 SLC36A2 SLC36A3 SLC36A4 SLC37A1 SLC37A2 SLC37A3 SLC37A4 SLC38A1 SLC38A2 SLC38A3 SLC38A4 SLC38A5 SLC38A7 SLC39A10 SLC39A12 SLC39A14 SLC39A4 SLC39A5 SLC39A6 SLC39A8 SLC3A2 SLC41A1 SLC41A3 SLC44A1 SLC44A2 SLC44A4 SLC44A5 SLC45A1 SLC45A2 SLC45A3 SLC45A4 SLC46A1 SLC46A2 SLC46A3 SLC47A1 SLC47A2 SLC4A1 SLC4A10 SLC4A11 SLC4A2 SLC4A3 SLC4A4 SLC4A5 SLC4A7 SLC4A8 SLC4A9 SLC5A1 SLC5A10 SLC5A11 SLC5A12 SLC5A2 SLC5A3 SLC5A4 SLC5A5 SLC5A6 SLC5A7 SLC5A8 SLC5A9 SLC6A1 SLC6A11 SLC6A12 SLC6A13 SLC6A14 SLC6A15 SLC6A16 SLC6A17 SLC6A18 SLC6A19 SLC6A2 SLC6A20 SLC6A3 SLC6A4 SLC6A5 SLC6A6 SLC6A7 SLC6A8 SLC6A9 SLC7A11 SLC7A13 SLC7A5 SLC7A6 SLC7A8 SLC7A9 SLC8A1 SLC8A2 SLC8A3 SLC8B1 SLC9A1 SLC9A2 SLC9A3 SLC9A4 SLC9A5 SLC9A6 SLC9A7 SLC9A8 SLC9A9 SLC9B1 SLC9B1P1 SLC9B2 SLC9C1 SLC9C2 SLCO1A2 SLCO1B1 SLCO1B3 SLCO1B7 SLCO1C1 SLCO2A1 SLCO2B1 SLCO3A1 SLCO4A1 SLCO4C1 SLCO5A1 SLCO6A1 TMCO3 TMEM241 UCP2 GOMF_SELENIUM_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SELENIUM_BINDING DIO1 DIO2 GPX3 GPX4 RPH3A SELENBP1 SELENOF SELENOP SELENOT GOMF_SEMAPHORIN_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SEMAPHORIN_RECEPTOR_ACTIVITY MET NRP1 NRP2 PLXNA1 PLXNA2 PLXNA3 PLXNA4 PLXNB1 PLXNB2 PLXNB3 PLXNC1 PLXND1 GOMF_SEMAPHORIN_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SEMAPHORIN_RECEPTOR_BINDING PLXNB1 RIT2 SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SH3BP1 GOMF_SEQUENCE_SPECIFIC_DNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SEQUENCE_SPECIFIC_DNA_BINDING ABL1 ACD ACTN4 ADNP AEBP1 AGO1 AGO2 AHR AHRR AIRE ALKBH2 ALX1 ALX3 ALX4 ANHX ANKRD23 APEX1 APP AR ARGFX ARID4A ARID4B ARID5A ARID5B ARNT ARNT2 ARX ASCL1 ASCL2 ASCL3 ASCL4 ASCL5 ASH2L ATF1 ATF2 ATF3 ATF4 ATF5 ATF6 ATF6B ATF7 ATMIN ATOH1 ATOH7 ATOH8 BACH1 BACH2 BAHD1 BARHL1 BARHL2 BARX1 BARX2 BASP1 BATF BATF2 BATF3 BAZ2A BBX BCL11A BCL11B BCL2 BCL6 BCL6B BCOR BEND3 BHLHA15 BHLHA9 BHLHE22 BHLHE23 BHLHE40 BHLHE41 BLM BMAL1 BMAL2 BMI1 BNC1 BNC2 BORCS8-MEF2B BPTF BRCA1 BRD4 BRD7 BRF1 BRF2 BSX CALCOCO1 CAMTA1 CAMTA2 CARF CARM1 CASZ1 CBFB CBX4 CC2D1A CC2D1B CCAR1 CCNT1 CDC45 CDC5L CDC6 CDK5RAP2 CDK9 CDX1 CDX2 CDX4 CEBPA CEBPB CEBPD CEBPE CEBPG CENPB CENPC CHCHD2 CHD2 CHD3 CHD7 CHTOP CIART CIC CIITA CLOCK CPHXL CPHXL2 CPSF4 CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 CREBRF CREM CRX CRY1 CRY2 CSRNP1 CSRNP2 CSRNP3 CTC1 CTCF CTCFL CUX1 CUX2 CXXC1 CXXC4 CXXC5 DACH1 DACH2 DBP DDIT3 DDN DDX11 DEAF1 DHX33 DHX36 DHX9 DLX1 DLX2 DLX3 DLX4 DLX5 DLX6 DMBX1 DMRT1 DMRT2 DMRT3 DMRTA1 DMRTA2 DMRTB1 DMRTC1 DMRTC1B DMRTC2 DMTF1 DNMT1 DNMT3A DPF1 DPRX DRAP1 DRGX DUX4 DUXA DUXB E2F1 E2F2 E2F3 E2F4 E2F5 E2F6 E2F7 E2F8 E4F1 EBF1 EBF2 EBF3 EBF4 EGR1 EGR2 EGR3 EGR4 EHF EHMT2 ELF1 ELF2 ELF3 ELF4 ELF5 ELK1 ELK3 ELK4 ELL ELL2 ELL3 EMX1 EMX2 EN1 EN2 ENO1 EOMES EPAS1 ERBB4 ERF ERFL ERG ERH ESR1 ESR2 ESRRA ESRRB ESRRG ESX1 ETS1 ETS2 ETV1 ETV2 ETV3 ETV3L ETV4 ETV5 ETV6 ETV7 EVX1 EVX2 EZH2 FBXL19 FERD3L FEV FEZF1 FEZF2 FIGLA FLI1 FOS FOSB FOSL1 FOSL2 FOXA1 FOXA2 FOXA3 FOXB1 FOXB2 FOXC1 FOXC2 FOXD1 FOXD2 FOXD3 FOXD4 FOXD4L1 FOXD4L3 FOXD4L4 FOXD4L5 FOXD4L6 FOXE1 FOXE3 FOXF1 FOXF2 FOXG1 FOXH1 FOXI1 FOXI2 FOXI3 FOXJ1 FOXJ2 FOXJ3 FOXK1 FOXK2 FOXL1 FOXL2 FOXM1 FOXN1 FOXN2 FOXN3 FOXN4 FOXO1 FOXO3 FOXO3B FOXO4 FOXO6 FOXP1 FOXP2 FOXP3 FOXP4 FOXQ1 FOXR1 FOXR2 FOXS1 GABPA GABPB1 GABPB2 GATA1 GATA2 GATA3 GATA4 GATA5 GATA6 GATAD1 GATAD2A GATAD2B GBX1 GBX2 GCM1 GCM2 GFI1 GFI1B GLI1 GLI2 GLI3 GLI4 GLIS1 GLIS2 GLIS3 GMEB1 GMEB2 GOLGB1 GRHL1 GRHL2 GRHL3 GRWD1 GSC GSC2 GSX1 GSX2 GTF2A1 GTF2B GTF2IRD1 GTF3C5 GZF1 H2AZ1 H3-3A H3-3B HAND1 HAND2 HBP1 HDAC1 HDAC4 HDAC5 HDAC6 HDGF HDX HELT HES1 HES2 HES3 HES4 HES5 HES6 HES7 HESX1 HEY1 HEY2 HEYL HHEX HIC1 HIC2 HIF1A HIF3A HINFP HIVEP1 HIVEP2 HIVEP3 HLF HLX HMBOX1 HMGA1 HMGA2 HMGB1 HMGB2 HMX1 HMX2 HMX3 HNF1A HNF1B HNF4A HNF4G HNRNPA1 HNRNPA2B1 HNRNPD HNRNPL HNRNPU HOXA1 HOXA10 HOXA11 HOXA13 HOXA2 HOXA3 HOXA4 HOXA5 HOXA6 HOXA7 HOXA9 HOXB1 HOXB13 HOXB2 HOXB3 HOXB4 HOXB5 HOXB6 HOXB7 HOXB8 HOXB9 HOXC10 HOXC11 HOXC12 HOXC13 HOXC4 HOXC5 HOXC6 HOXC8 HOXC9 HOXD1 HOXD10 HOXD11 HOXD12 HOXD13 HOXD3 HOXD4 HOXD8 HOXD9 HSF1 HSF2 HSF4 HSF5 HSFX1 HSFX2 HSFX3 HSFX4 HSFY1 HSFY2 HSPD1 IKZF1 IKZF2 IKZF3 IKZF4 IKZF5 INSM1 INSM2 IRF1 IRF2 IRF3 IRF4 IRF5 IRF6 IRF7 IRF8 IRF9 IRX1 IRX2 IRX3 IRX4 IRX5 IRX6 ISL1 ISL2 ISX JDP2 JMJD4 JUN JUNB JUND KAT2B KAT7 KCNH2 KCNIP3 KDM1A KDM2A KDM2B KDM5A KDM5B KDM6A KDM6B KIF2C KLF1 KLF10 KLF11 KLF12 KLF13 KLF14 KLF15 KLF16 KLF17 KLF18 KLF2 KLF3 KLF4 KLF5 KLF6 KLF7 KLF8 KLF9 KMT2A KMT2B KMT2D LBX1 LBX2 LEF1 LEUTX LHX1 LHX2 LHX3 LHX4 LHX5 LHX6 LHX8 LHX9 LIN28B LITAF LMNB1 LMX1A LMX1B LONP1 LRRFIP1 LRWD1 LYL1 MACROH2A1 MACROH2A2 MAEL MAF MAF1 MAFA MAFB MAFF MAFG MAFK MAPT MAX MAZ MBD1 MBD2 MBD3 MBD3L1 MBD3L2 MBD3L2B MBD3L3 MBD3L4 MBD3L5 MBD4 MBNL2 MCM10 MCM2 MCM5 MECOM MECP2 MED1 MED12 MED8 MEF2A MEF2B MEF2C MEF2D MEIS1 MEIS2 MEIS3 MEIS3P1 MEN1 MEOX1 MEOX2 MESP1 MESP2 MGA MITF MIXL1 MKX MLH3 MLX MLXIP MLXIPL MMP12 MNT MNX1 MSC MSGN1 MSH2 MSX1 MSX2 MTA1 MTA2 MTA3 MTERF3 MTF1 MTF2 MTOR MTPN MUC1 MXD1 MXD3 MXD4 MXI1 MYB MYBBP1A MYBL1 MYBL2 MYC MYCL MYCN MYF5 MYF6 MYNN MYOD1 MYOG MYPOP MYRF MYRFL MZF1 NABP2 NACC1 NACC2 NANOG NANOGP1 NANOGP8 NCL NCOA1 NCOA2 NCOR1 NDN NEUROD1 NEUROD2 NEUROD4 NEUROD6 NEUROG1 NEUROG2 NEUROG3 NFAT5 NFATC1 NFATC2 NFATC3 NFATC4 NFE2 NFE2L1 NFE2L2 NFE2L3 NFE4 NFIA NFIB NFIC NFIL3 NFIX NFKB1 NFKB2 NFKBIZ NFX1 NFXL1 NFYA NFYB NFYC NHLH1 NHLH2 NKRF NKX1-1 NKX1-2 NKX2-1 NKX2-2 NKX2-3 NKX2-4 NKX2-5 NKX2-6 NKX2-8 NKX3-1 NKX3-2 NKX6-1 NKX6-2 NKX6-3 NLRC5 NLRP3 NOBOX NOTO NPAS1 NPAS2 NPAS3 NPAS4 NPM1 NR1D1 NR1D2 NR1H2 NR1H3 NR1H4 NR1I2 NR1I3 NR2C1 NR2C2 NR2E1 NR2E3 NR2F1 NR2F2 NR2F6 NR3C1 NR3C2 NR4A1 NR4A2 NR4A3 NR5A1 NR5A2 NR6A1 NRF1 NRIP1 NRL NSD1 NSD2 NTN1 NTN3 OLIG1 OLIG2 OLIG3 ONECUT1 ONECUT2 ONECUT3 ORC1 ORC2 ORC3 ORC4 ORC5 OSR1 OSR2 OTP OTX1 OTX2 OVOL1 OVOL2 OVOL3 PARK7 PASD1 PATZ1 PAX1 PAX2 PAX3 PAX4 PAX5 PAX6 PAX7 PAX8 PAX9 PBX1 PBX2 PBX3 PBX4 PCBP1 PDX1 PEG3 PER1 PER2 PER3 PGBD1 PGBD2 PGR PHOX2A PHOX2B PIAS1 PIF1 PIH1D1 PITX1 PITX2 PITX3 PKNOX1 PKNOX2 PLAG1 PLAGL1 PLAGL2 POLA1 POLRMT POT1 POU1F1 POU2AF2 POU2F1 POU2F2 POU2F3 POU3F1 POU3F2 POU3F3 POU3F4 POU4F1 POU4F2 POU4F3 POU5F1 POU5F1B POU5F2 POU6F1 POU6F2 PPARA PPARD PPARG PPARGC1A PRDM1 PRDM14 PRDM15 PRDM16 PRDM2 PRDM4 PRDM5 PRDM9 PRDX5 PRMT1 PRMT5 PROP1 PROX1 PROX2 PRRX1 PRRX2 PTF1A PURA PURB PURG RAD23B RAD50 RAG1 RAG2 RARA RARB RARG RAX RAX2 RB1 RBAK RBBP4 RBBP5 RBL1 RBL2 RBMX RBPJ RBPJL REL RELA RELB RERE REST RFC1 RFX1 RFX2 RFX3 RFX4 RFX5 RFX6 RFX7 RFX8 RFXANK RFXAP RHOXF1 RHOXF2 RHOXF2B RNF10 RORA RORB RORC RPA1 RPA2 RPA4 RPS3 RPTOR RREB1 RRN3 RUNX1 RUNX2 RUNX3 RUVBL2 RXRA RXRB RXRG SAFB SAFB2 SALL1 SALL2 SALL3 SALL4 SARS1 SATB1 SATB2 SCRT1 SCRT2 SCX SETX SFPQ SHOX SHOX2 SIM1 SIM2 SIRT1 SIRT3 SIX1 SIX2 SIX3 SIX4 SIX5 SIX6 SKI SKIL SKOR1 SKOR2 SLC2A4RG SLTM SMAD1 SMAD2 SMAD3 SMAD4 SMAD5 SMAD6 SMAD9 SMARCA2 SMARCA4 SMARCB1 SMG1 SMG5 SMG6 SMG7 SMYD3 SNAI1 SNAI2 SNAI3 SNAPC1 SNAPC3 SNAPC4 SNCA SOHLH2 SOX1 SOX10 SOX11 SOX12 SOX13 SOX14 SOX15 SOX17 SOX18 SOX2 SOX21 SOX3 SOX30 SOX4 SOX5 SOX6 SOX7 SOX8 SOX9 SP1 SP2 SP3 SP4 SP5 SP6 SP7 SP8 SP9 SPDEF SPI1 SPIB SPIC SREBF1 SREBF2 SRF SRY ST18 STAT1 STAT2 STAT3 STAT4 STAT5A STAT5B STAT6 STK16 STN1 STOX1 STOX2 SUB1 SUV39H1 SUV39H2 SUZ12 TAF1 TAF1B TAF1C TAF2 TAF4 TAF7 TAF9 TAL1 TAL2 TARDBP TBL1X TBL1XR1 TBP TBPL1 TBR1 TBX1 TBX10 TBX15 TBX18 TBX19 TBX2 TBX20 TBX21 TBX22 TBX3 TBX4 TBX5 TBX6 TBXT TCF12 TCF15 TCF21 TCF23 TCF24 TCF3 TCF4 TCF7 TCF7L1 TCF7L2 TCFL5 TEAD1 TEAD2 TEAD3 TEAD4 TEF TELO2 TEN1 TERF1 TERF2 TERF2IP TERT TET1 TET3 TFAM TFAP2A TFAP2B TFAP2C TFAP2D TFAP2E TFAP4 TFCP2 TFCP2L1 TFDP1 TFDP2 TFDP3 TFE3 TFEB TFEC TGIF1 TGIF2 TGIF2LX TGIF2LY THAP1 THAP10 THAP11 THAP9 THRA THRAP3 THRB TINF2 TIPARP TLR9 TLX1 TLX2 TLX3 TNF TOP1 TP53 TP53BP1 TP63 TP73 TPRX1 TRIM24 TRPS1 TSN TSNAX TSPYL2 TSTD1 TWIST1 TWIST2 UBP1 UBTF UBTFL1 UBTFL6 UHRF1 UNCX UPF1 UPF2 UPF3A USF1 USF2 USF3 USP3 UTY VAX1 VAX2 VDR VENTX VEZF1 VRTN VSX1 VSX2 WBP2 WDR77 WIZ WRN WT1 XBP1 XPA XRCC5 XRCC6 XRN2 YAP1 YBX1 YBX3 YY1 YY2 ZBED1 ZBED2 ZBED4 ZBED6 ZBTB1 ZBTB10 ZBTB11 ZBTB12 ZBTB14 ZBTB16 ZBTB17 ZBTB18 ZBTB2 ZBTB20 ZBTB21 ZBTB22 ZBTB24 ZBTB25 ZBTB26 ZBTB32 ZBTB33 ZBTB34 ZBTB37 ZBTB38 ZBTB39 ZBTB4 ZBTB41 ZBTB43 ZBTB45 ZBTB46 ZBTB48 ZBTB49 ZBTB5 ZBTB6 ZBTB7A ZBTB7B ZBTB7C ZBTB8A ZBTB9 ZC3H8 ZCWPW1 ZEB1 ZEB2 ZFAT ZFHX2 ZFHX3 ZFHX4 ZFP1 ZFP14 ZFP2 ZFP28 ZFP3 ZFP30 ZFP37 ZFP41 ZFP42 ZFP57 ZFP62 ZFP69 ZFP69B ZFP82 ZFP90 ZFP92 ZFX ZFY ZGLP1 ZGPAT ZIC1 ZIC2 ZIC3 ZIC4 ZIC5 ZIK1 ZIM3 ZKSCAN1 ZKSCAN2 ZKSCAN3 ZKSCAN4 ZKSCAN5 ZKSCAN7 ZKSCAN8 ZNF10 ZNF100 ZNF101 ZNF107 ZNF112 ZNF114 ZNF117 ZNF12 ZNF121 ZNF124 ZNF131 ZNF132 ZNF133 ZNF134 ZNF135 ZNF136 ZNF138 ZNF14 ZNF140 ZNF141 ZNF142 ZNF143 ZNF146 ZNF148 ZNF154 ZNF157 ZNF16 ZNF160 ZNF165 ZNF169 ZNF17 ZNF174 ZNF175 ZNF177 ZNF18 ZNF180 ZNF181 ZNF182 ZNF184 ZNF189 ZNF19 ZNF195 ZNF197 ZNF2 ZNF20 ZNF202 ZNF205 ZNF208 ZNF211 ZNF212 ZNF213 ZNF215 ZNF217 ZNF219 ZNF221 ZNF224 ZNF225 ZNF226 ZNF227 ZNF229 ZNF23 ZNF232 ZNF236 ZNF239 ZNF24 ZNF248 ZNF25 ZNF250 ZNF251 ZNF253 ZNF254 ZNF256 ZNF257 ZNF26 ZNF260 ZNF263 ZNF264 ZNF266 ZNF267 ZNF268 ZNF273 ZNF274 ZNF275 ZNF276 ZNF277 ZNF28 ZNF280A ZNF280B ZNF280C ZNF280D ZNF281 ZNF282 ZNF283 ZNF284 ZNF286A ZNF286B ZNF287 ZNF296 ZNF3 ZNF30 ZNF300 ZNF302 ZNF304 ZNF311 ZNF316 ZNF317 ZNF319 ZNF32 ZNF320 ZNF322 ZNF324 ZNF324B ZNF331 ZNF333 ZNF334 ZNF335 ZNF337 ZNF33A ZNF33B ZNF34 ZNF341 ZNF343 ZNF345 ZNF347 ZNF35 ZNF350 ZNF354A ZNF354B ZNF354C ZNF355P ZNF358 ZNF362 ZNF366 ZNF367 ZNF37A ZNF382 ZNF383 ZNF384 ZNF385D ZNF391 ZNF394 ZNF395 ZNF396 ZNF397 ZNF398 ZNF404 ZNF408 ZNF41 ZNF410 ZNF415 ZNF416 ZNF417 ZNF418 ZNF419 ZNF420 ZNF423 ZNF425 ZNF426 ZNF429 ZNF43 ZNF430 ZNF431 ZNF432 ZNF433 ZNF436 ZNF438 ZNF439 ZNF44 ZNF440 ZNF441 ZNF442 ZNF443 ZNF444 ZNF445 ZNF446 ZNF449 ZNF451 ZNF454 ZNF460 ZNF461 ZNF467 ZNF468 ZNF470 ZNF471 ZNF473 ZNF479 ZNF48 ZNF480 ZNF483 ZNF484 ZNF485 ZNF486 ZNF487 ZNF490 ZNF491 ZNF492 ZNF493 ZNF496 ZNF497 ZNF500 ZNF501 ZNF502 ZNF506 ZNF510 ZNF512B ZNF513 ZNF514 ZNF516 ZNF517 ZNF518A ZNF518B ZNF519 ZNF521 ZNF524 ZNF525 ZNF526 ZNF527 ZNF528 ZNF529 ZNF530 ZNF534 ZNF536 ZNF540 ZNF543 ZNF544 ZNF546 ZNF547 ZNF548 ZNF549 ZNF550 ZNF551 ZNF552 ZNF554 ZNF555 ZNF556 ZNF557 ZNF558 ZNF559 ZNF559-ZNF177 ZNF560 ZNF561 ZNF562 ZNF563 ZNF564 ZNF565 ZNF566 ZNF567 ZNF568 ZNF569 ZNF57 ZNF570 ZNF571 ZNF572 ZNF573 ZNF574 ZNF575 ZNF577 ZNF578 ZNF579 ZNF580 ZNF581 ZNF582 ZNF583 ZNF584 ZNF585A ZNF585B ZNF586 ZNF587 ZNF587B ZNF589 ZNF594 ZNF595 ZNF596 ZNF597 ZNF599 ZNF600 ZNF605 ZNF606 ZNF607 ZNF610 ZNF611 ZNF613 ZNF614 ZNF615 ZNF616 ZNF619 ZNF620 ZNF621 ZNF623 ZNF624 ZNF625 ZNF626 ZNF627 ZNF628 ZNF629 ZNF630 ZNF639 ZNF641 ZNF644 ZNF646 ZNF648 ZNF649 ZNF655 ZNF658 ZNF658B ZNF66 ZNF660 ZNF662 ZNF664 ZNF665 ZNF667 ZNF668 ZNF669 ZNF670 ZNF671 ZNF672 ZNF674 ZNF675 ZNF676 ZNF677 ZNF678 ZNF679 ZNF680 ZNF681 ZNF682 ZNF683 ZNF684 ZNF689 ZNF69 ZNF691 ZNF692 ZNF695 ZNF696 ZNF697 ZNF699 ZNF7 ZNF70 ZNF700 ZNF701 ZNF704 ZNF705A ZNF705B ZNF705D ZNF705EP ZNF705G ZNF707 ZNF708 ZNF709 ZNF71 ZNF710 ZNF711 ZNF713 ZNF714 ZNF716 ZNF717 ZNF718 ZNF721 ZNF722 ZNF723 ZNF724 ZNF726 ZNF727 ZNF728 ZNF729 ZNF730 ZNF732 ZNF735 ZNF736 ZNF737 ZNF74 ZNF740 ZNF746 ZNF749 ZNF750 ZNF75A ZNF75CP ZNF75D ZNF76 ZNF761 ZNF763 ZNF764 ZNF765 ZNF766 ZNF768 ZNF77 ZNF770 ZNF771 ZNF772 ZNF773 ZNF774 ZNF776 ZNF778 ZNF780A ZNF780B ZNF782 ZNF784 ZNF785 ZNF786 ZNF787 ZNF789 ZNF79 ZNF790 ZNF791 ZNF792 ZNF793 ZNF799 ZNF8 ZNF80 ZNF805 ZNF808 ZNF81 ZNF813 ZNF814 ZNF816 ZNF821 ZNF823 ZNF829 ZNF83 ZNF835 ZNF836 ZNF837 ZNF84 ZNF840P ZNF841 ZNF844 ZNF845 ZNF846 ZNF85 ZNF850 ZNF852 ZNF853 ZNF860 ZNF865 ZNF875 ZNF876P ZNF878 ZNF879 ZNF880 ZNF883 ZNF888 ZNF891 ZNF892 ZNF90 ZNF91 ZNF92 ZNF93 ZNF98 ZNF99 ZSCAN1 ZSCAN10 ZSCAN12 ZSCAN16 ZSCAN18 ZSCAN2 ZSCAN20 ZSCAN21 ZSCAN22 ZSCAN23 ZSCAN25 ZSCAN26 ZSCAN29 ZSCAN30 ZSCAN31 ZSCAN32 ZSCAN4 ZSCAN5A ZSCAN5B ZSCAN5C ZSCAN5DP ZSCAN9 ZW10 GOMF_SEQUENCE_SPECIFIC_MRNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SEQUENCE_SPECIFIC_MRNA_BINDING DHFR DHFRP1 DHX9 ETF1 FMR1 LARP6 LIN28A NOVA1 NOVA2 RBM24 SHFL SRSF4 SSB TYMS GOMF_SEQUENCE_SPECIFIC_SINGLE_STRANDED_DNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SEQUENCE_SPECIFIC_SINGLE_STRANDED_DNA_BINDING CTC1 HNRNPA1 HNRNPA2B1 HSF1 NABP2 PCBP1 POT1 RAD50 RPA1 RPA2 STN1 TERF1 TERF2 TERF2IP GOMF_SERINE_HYDROLASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SERINE_HYDROLASE_ACTIVITY AADAC ABHD17B ACE ACHE ACR ADAM8 APEH AZU1 BMP1 C1R C1RL C1S C2 CD5L CELA1 CELA2A CELA2B CELA3A CELA3B CFB CFD CFI CLPP CMA1 CORIN CPD CPVL CTRB1 CTRB2 CTRC CTRL CTSA CTSC CTSG CTSH CTSK CTSS CTSV DPP10 DPP4 DPP6 DPP7 DPP8 DPP9 ELANE ENDOU F10 F11 F12 F2 F3 F7 F9 FAP FURIN GZMA GZMB GZMH GZMK GZMM HABP2 HGF HGFAC HP HPN HPR HTRA1 HTRA2 HTRA3 HTRA4 IMMP1L IMMP2L KLK1 KLK10 KLK11 KLK12 KLK13 KLK14 KLK15 KLK2 KLK3 KLK4 KLK5 KLK6 KLK7 KLK8 KLK9 KLKB1 LONP1 LONP2 LPA LTF MASP1 MASP2 MBTPS1 MMP1 MMP10 MMP11 MMP12 MMP13 MMP14 MMP19 MMP2 MMP3 MMP7 MMP8 MMP9 NAALAD2 NCEH1 NUP98 OVCH1 OVCH2 PARL PCSK1 PCSK2 PCSK4 PCSK5 PCSK6 PCSK7 PCSK9 PLA2G6 PLAT PLAU PLG PRCP PREP PREPL PROC PROZ PRSS1 PRSS12 PRSS16 PRSS2 PRSS21 PRSS22 PRSS23 PRSS27 PRSS29P PRSS3 PRSS33 PRSS36 PRSS37 PRSS38 PRSS3P2 PRSS41 PRSS42P PRSS45P PRSS46P PRSS47P PRSS48 PRSS50 PRSS51 PRSS53 PRSS54 PRSS55 PRSS56 PRSS57 PRSS58 PRSS8 PRTN3 RBP3 RELN RHBDD1 RHBDD2 RHBDD3 RHBDF1 RHBDF2 RHBDL1 RHBDL2 RHBDL3 SCPEP1 SEC11A SEC11B SEC11C ST14 TLL1 TLL2 TMPRSS11A TMPRSS11B TMPRSS11D TMPRSS11E TMPRSS11F TMPRSS12 TMPRSS13 TMPRSS15 TMPRSS2 TMPRSS3 TMPRSS4 TMPRSS5 TMPRSS6 TMPRSS7 TMPRSS9 TPP1 TPP2 TPSAB1 TPSB2 TPSD1 TPSG1 TYSND1 GOMF_SERINE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SERINE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY SERINC3 SERINC5 SFXN1 SFXN2 SFXN3 SLC1A4 SLC1A5 SLC38A2 SLC38A5 SLC7A10 GOMF_SERINE_TYPE_CARBOXYPEPTIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SERINE_TYPE_CARBOXYPEPTIDASE_ACTIVITY CPD CPVL CTSA PRCP SCPEP1 GOMF_SERINE_TYPE_ENDOPEPTIDASE_INHIBITOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SERINE_TYPE_ENDOPEPTIDASE_INHIBITOR_ACTIVITY A2M A2ML1 AGT AMBP ANOS1 ANXA2 APLP2 APP CD109 COL28A1 COL6A3 COL7A1 CPAMD8 CRIM1 EPPIN FURIN HMSD HRG ITIH1 ITIH2 ITIH3 ITIH4 ITIH5 ITIH6 MANSC4 PAPLN PCSK1N PEBP1 PI3 PZP RECK SERPINA1 SERPINA10 SERPINA11 SERPINA12 SERPINA2 SERPINA3 SERPINA4 SERPINA5 SERPINA6 SERPINA7 SERPINA9 SERPINB1 SERPINB10 SERPINB11 SERPINB12 SERPINB13 SERPINB2 SERPINB3 SERPINB4 SERPINB5 SERPINB6 SERPINB7 SERPINB8 SERPINB9 SERPINC1 SERPIND1 SERPINE1 SERPINE2 SERPINE3 SERPINF1 SERPINF2 SERPING1 SERPINH1 SERPINI1 SERPINI2 SLCO1B3 SLCO1B3-SLCO1B7 SLCO1B7 SLPI SPINK1 SPINK13 SPINK14 SPINK2 SPINK4 SPINK5 SPINK6 SPINK7 SPINK8 SPINK9 SPINT1 SPINT2 SPINT3 SPINT4 SPOCK1 TFPI TFPI2 WFDC1 WFDC10A WFDC10B WFDC11 WFDC12 WFDC13 WFDC2 WFDC3 WFDC5 WFDC8 WFDC9 WFIKKN1 WFIKKN2 GOMF_SERINE_TYPE_EXOPEPTIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SERINE_TYPE_EXOPEPTIDASE_ACTIVITY ACE CPD CPVL CTSA DPP7 F11 HPN PRCP PRSS16 SCPEP1 TPP1 TPP2 GOMF_SEROTONIN_GATED_MONOATOMIC_CATION_SELECTIVE_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SEROTONIN_GATED_MONOATOMIC_CATION_SELECTIVE_CHANNEL_ACTIVITY HTR3A HTR3B HTR3C HTR3D HTR3E GOMF_SEROTONIN_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SEROTONIN_RECEPTOR_ACTIVITY CHRM1 CHRM2 CHRM3 CHRM4 CHRM5 DRD4 HRH1 HRH2 HRH3 HRH4 HTR1A HTR1B HTR1D HTR1E HTR1F HTR2A HTR2B HTR2C HTR3A HTR3B HTR3C HTR3D HTR3E HTR4 HTR5A HTR6 HTR7 GOMF_SH2_DOMAIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SH2_DOMAIN_BINDING ABL1 AFAP1 AFAP1L2 ARHGAP5 BLNK CCDC88A CRK CTR9 DAG1 DLC1 GHR INPPL1 IRS1 JAK2 KHDRBS1 KHDRBS2 KIT LAT2 LAX1 LCK LILRB1 NLK NUP62 PAG1 PTK2 PTPN6 RACK1 RUFY1 SH2B2 SH3PXD2B SHCBP1 SIGLEC10 SIT1 SKAP1 SLAMF1 SQSTM1 SRC SYK SYNGR3 SYP TRPV4 GOMF_SH3_DOMAIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SH3_DOMAIN_BINDING ABI1 ABI2 ABI3 ABL1 ADAM10 ADAM12 ADAM15 ADAM17 ADAM19 ADAM9 AFAP1 AFAP1L1 AFAP1L2 AKAP5 ARHGAP1 ARHGAP17 ARHGAP27 ARHGAP31 ARHGAP6 BCAR1 CABYR CASP9 CBL CBLB CBLC CCDC6 CD2AP CD3E CIT CNTNAP1 CRB3 CRK CTTNBP2 CYBA DAB2IP DNAJC6 DNM2 DOCK1 DOCK3 DOCK4 DPYSL3 DRD4 DTX1 EFS ELMO1 ELMO2 ELMO3 ENAH ENKUR EPS15 ESPN EVL FMN1 FUT8 GPX1 GRB2 HCLS1 HIP1R INPP5D INPP5J INPPL1 ITGB1BP2 KHDRBS1 KHDRBS2 KHDRBS3 LANCL1 LRP2 LYN MAPK15 MAPT MICAL1 MVB12A MYPN NCF1 NCKIPSD NOXA1 OSTF1 PAK3 PLSCR1 PLSCR3 PLSCR4 PRKN PTPN12 PTPN22 PTPN6 PTTG1 PTTG2 PTTG3P QKI RAD9A RAPGEF1 REPS1 RUFY1 RUFY2 SGIP1 SH2D2A SH3BGR SH3BGRL SH3BGRL2 SH3BP1 SH3BP2 SH3BP5 SH3KBP1 SHANK1 SHANK2 SHANK3 SIRPA SKAP1 SOCS7 SOS1 SYNGAP1 SYNJ1 SYNJ2 TOM1L1 TP53BP2 USP8 UVRAG VASP WAS WASF2 WIPF1 ZNF106 GOMF_SHORT_CHAIN_CARBOXYLESTERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SHORT_CHAIN_CARBOXYLESTERASE_ACTIVITY ABHD1 ABHD15 ABHD2 ABHD3 CEL SIAE GOMF_SIALIC_ACID_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SIALIC_ACID_BINDING ADIPOQ AGRN CD22 CD33 FCN1 MAG SELE SELL SELP SIGLEC10 SIGLEC11 SIGLEC12 SIGLEC14 SIGLEC16 SIGLEC5 SIGLEC6 SIGLEC7 SIGLEC8 SIGLEC9 ST8SIA2 ST8SIA3 ST8SIA4 GOMF_SIALYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SIALYLTRANSFERASE_ACTIVITY C20orf173 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST3GAL5 ST3GAL6 ST6GAL1 ST6GAL2 ST6GALNAC1 ST6GALNAC2 ST6GALNAC3 ST6GALNAC4 ST6GALNAC5 ST6GALNAC6 ST8SIA1 ST8SIA2 ST8SIA3 ST8SIA4 ST8SIA5 ST8SIA6 GOMF_SIGNALING_ADAPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SIGNALING_ADAPTOR_ACTIVITY ABI1 ABI2 AIM2 AKAP13 AXIN1 BANK1 BLNK CAPRIN1 CARD10 CD3E CD3G CDC42SE2 CRK CRKL DAB2IP DDX3X DEDD2 DLG5 DOK2 DUSP19 FCRL2 FMR1 FRS2 FRS3 G3BP2 GAB1 GAB2 GAB3 GAB4 GNB1 GNB2 GNB3 GNB4 GNB5 GRAPL GRB10 GRB2 GRIP1 HOMER1 HOMER2 IFNAR1 IFNAR2 IKBKG IQGAP1 IRS1 IRS2 KHDRBS1 KSR1 LAT LDLRAP1 LRRK2 MAGI2 MAP2K1 MAP2K2 MAPK8IP1 MAPK8IP2 MAPK8IP3 MAVS MMS19 MPP7 NCK1 NCK2 NLRP1 NLRP3 NLRP6 NUP62 PAG1 PIK3R1 PTPN11 RACK1 RGS14 RIPK2 ROPN1B SARM1 SCRIB SH2B1 SH2B2 SH2B3 SH3RF1 SHANK1 SHANK2 SHANK3 SHB SHC1 SLA2 SOCS2 SORBS1 SPAG9 SPATA2 SQSTM1 STAP1 STAP2 STAT3 STING1 TRADD TRAT1 WDR59 ZDHHC11 GOMF_SIGNALING_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SIGNALING_RECEPTOR_BINDING A2M AAK1 ABCA1 ABCA12 ABL1 ACE ACP4 ACTN1 ACTN2 ACTN3 ACTN4 ADA2 ADAM10 ADAM11 ADAM15 ADAM17 ADAM2 ADAM22 ADAM23 ADAM9 ADAMTS13 ADAMTS5 ADAMTS8 ADCYAP1 ADH7 ADIPOQ ADM ADM2 ADORA1 ADORA2A ADRA2A ADRA2C ADRB1 ADRB3 AGR2 AGRP AGT AGTR1 AGTR2 AIMP1 AIP AKAP5 AKAP9 ALCAM ALKAL1 ALKAL2 ALKBH1 AMBN AMELX AMH AMN ANG ANGPT1 ANGPT2 ANGPT4 ANGPTL1 ANGPTL2 ANGPTL3 ANGPTL5 ANGPTL6 ANGPTL8 ANKRA2 ANKRD13C ANKS1A ANKS1B ANO1 ANXA1 ANXA7 AP2A1 AP2M1 APBB1 APBB3 APELA APLN APLP1 APOA1 APOA2 APOA5 APOB APOC3 APOE APOF APOL2 APP AQP1 AR ARAP1 AREG ARF4 ARFGEF2 ARHGEF1 ARHGEF11 ARHGEF12 ARHGEF16 ARMCX5-GPRASP2 ARNT ARNT2 ARPP19 ARR3 ARRB1 ARRB2 ARRDC3 ARTN ASIP ASXL1 ASXL2 ASXL3 ATP2B2 ATP5F1A ATP5F1B ATRNL1 ATXN2 AVP AVPR1A BABAM2 BAG6 BAMBI BANK1 BBS1 BCAP31 BDKRB2 BDNF BEX1 BEX2 BEX3 BEX5 BGLAP BICD1 BID BLK BLNK BMAL1 BMP1 BMP10 BMP15 BMP2 BMP3 BMP4 BMP5 BMP6 BMP7 BMP8A BMP8B BOK BTC BTN1A1 BTN2A1 BTN2A2 BTN2A3P BTN3A1 BTN3A2 BTN3A3 BTNL10P BTNL2 BTNL3 BTNL8 BTNL9 C17orf99 C1QBP C1QL1 C1QTNF12 C1QTNF4 C1QTNF9 C3 C5 CACNG2 CACNG3 CACNG4 CADM1 CADM4 CALCA CALCB CALR CAMK2A CAPRIN2 CARTPT CASK CASP3 CASP8 CASP8AP2 CASR CAV1 CBL CBLB CBLC CCDC88A CCDC88C CCK CCKBR CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL27 CCL28 CCL3 CCL3L1 CCL3L3 CCL4 CCL5 CCL7 CCL8 CCN1 CCN2 CCN3 CCN4 CCN5 CCN6 CCNB1 CCR2 CCRL2 CD151 CD160 CD177 CD2 CD22 CD226 CD244 CD276 CD300LF CD320 CD36 CD3E CD3G CD4 CD40LG CD58 CD70 CD72 CD74 CD80 CD81 CD86 CD8A CD8B CD8B2 CD9 CDC42 CDC42EP2 CDH17 CDH26 CDH5 CDK5 CDK5R1 CDNF CER1 CFC1 CFC1B CFLAR CGA CGB1 CGB2 CGB3 CGB7 CHAC1 CHGB CHN1 CHRNA10 CHUK CIB2 CKLF CLCF1 CLEC11A CLEC4D CLEC7A CLIC6 CLPTM1 CLSTN3 CLTC CLU CMTM1 CMTM2 CMTM3 CMTM5 CMTM7 CMTM8 CNIH4 CNOT9 CNPY3 CNPY4 CNRIP1 CNTF CNTFR COL16A1 COL2A1 COL3A1 COL4A3 COL5A1 COLEC10 COMP COPA CORT CPE CPNE3 CR2 CRH CRK CRKL CRLF1 CRP CRTAM CSF1 CSF2 CSF3 CSH1 CSH2 CSHL1 CSNK2B CSPG5 CTF1 CTHRC1 CTNND1 CTSG CUL3 CX3CL1 CX3CR1 CXADR CXCL1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL14 CXCL16 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 CYRIB CYTL1 DAB2 DAB2IP DAND5 DAZAP2 DBI DDT DDX54 DEFB1 DEFB103A DEFB103B DEFB104A DEFB104B DEFB106A DEFB106B DEFB109B DEFB110 DEFB114 DEFB130A DEFB130B DEFB133 DEFB4A DERL1 DHH DIAPH1 DIAPH2 DKK1 DKK2 DKK3 DKK4 DKKL1 DLG4 DLK2 DLL1 DLL3 DLL4 DMP1 DMTN DNAJA1 DNAJB11 DNAJC14 DNER DNM3 DOCK2 DOCK4 DOK2 DPP4 DRD2 DSCAM DST DTX1 DUSP3 DUT DVL1 DVL2 DVL3 EBI3 ECM1 ECM2 EDA EDIL3 EDN1 EDN2 EDN3 EDNRB EFEMP1 EFNA1 EFNA2 EFNA3 EFNA4 EFNA5 EFNB1 EFNB2 EFNB3 EGF EGFL6 EGFL7 EGFL8 EIF3A ELAPOR2 ELMO2 EMILIN1 EMP2 ENDOU ENG ENHO ENPP1 ENSA EPGN EPHA4 EPHA7 EPHB2 EPO EPS8L1 ERAP1 ERBB2 ERBB3 ERBB4 ERBIN EREG ERFE ERMAP ERN1 ESM1 ESR2 F11R F2 F2R F2RL1 F2RL2 F7 FABP4 FADD FAM3B FAM3C FAM3D FAM83B FAP FASLG FBLN1 FBLN5 FBN1 FBN2 FCER2 FCN1 FCN2 FCN3 FCRL6 FEM1A FEM1B FER FERMT1 FERMT2 FERMT3 FES FGA FGB FGF1 FGF10 FGF11 FGF12 FGF13 FGF14 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FGG FGL1 FGR FIZ1 FKBP1A FKBP1B FLNA FLOT1 FLRT2 FLRT3 FLT3LG FN1 FNDC5 FNTA FPR1 FPR2 FRK FRMD5 FRS2 FRS3 FSHB FST FYB1 FYN FZD1 FZD7 FZD8 GAB2 GAB4 GABARAP GABARAPL1 GABARAPL2 GABARAPL3 GABRA5 GABRB1 GABRG1 GAL GALNT11 GALP GAS6 GAST GATA3 GBA1 GCG GDF1 GDF10 GDF11 GDF15 GDF2 GDF3 GDF5 GDF6 GDF7 GDF9 GDNF GFAP GFER GFRA1 GFRA3 GFRAL GH1 GH2 GHRH GHRL GIP GIPC1 GKN1 GLA GLG1 GLMN GMFB GMFG GNA11 GNA12 GNA13 GNA14 GNA15 GNAI1 GNAI2 GNAI3 GNAL GNAO1 GNAQ GNAS GNAT1 GNAT2 GNAT3 GNAZ GNRH1 GNRH2 GPHA2 GPHB5 GPI GPNMB GPR15LG GPR17 GPRASP2 GPRC5B GRAP GRAPL GRB10 GRB14 GRB2 GREM1 GREM2 GRIA1 GRIP2 GRIPAP1 GRK2 GRK3 GRM5 GRN GRP GSK3A GSTM2 GUCA2A GUSB HAMP HAP1 HBEGF HCK HCRT HCST HDGF HDGFL3 HFE HGF HHLA2 HIF1AN HILPDA HIP1 HJV HLA-A HLA-B HLA-C HLA-DRA HLA-DRB1 HLA-E HLA-F HLA-G HLA-H HMGA1 HMGB1 HMGB2 HNF4A HOMER1 HOMER2 HOMER3 HRG HSP90AA1 HSP90B1 HSPA1A HSPA1B HSPA8 HSPG2 HTR1A HYAL2 IAPP IBSP ICAM1 ICAM2 ICAM3 ICAM4 ICAM5 ICOSLG IDUA IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IFNE IFNG IFNK IFNL1 IFNL2 IFNL3 IFNL4 IFNW1 IGF1 IGF1R IGF2 IGFBP1 IGFBP2 IGFBP4 IGFBP6 IGFL1 IGFL2 IGFL3 IGFL4 IGHA1 IGHA2 IGHE IGHG1 IGHG2 IGHG3 IGHG4 IGHM IGSF1 IGSF11 IHH IKBKB IKBKG IL10 IL11 IL12A IL12B IL12RB1 IL13 IL15 IL16 IL17A IL17B IL17C IL17D IL17F IL17RA IL17RC IL18 IL18BP IL19 IL1A IL1B IL1F10 IL1R1 IL1RAP IL1RAPL1 IL1RN IL2 IL20 IL21 IL22 IL23A IL23R IL24 IL25 IL26 IL27 IL3 IL31 IL32 IL33 IL34 IL36A IL36B IL36G IL36RN IL37 IL4 IL5 IL6 IL6R IL6ST IL7 IL9 INHA INHBA INHBB INHBC INHBE INS INS-IGF2 INSL3 INSL4 INSL5 INSL6 INSR IRAK4 IRS1 IRS2 IRS4 ISG15 ITCH ITGA1 ITGA10 ITGA11 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA6 ITGA7 ITGA8 ITGA9 ITGAD ITGAE ITGAL ITGAM ITGAV ITGAX ITGB1 ITGB1BP1 ITGB1BP2 ITGB2 ITGB3 ITGB4 ITGB5 ITGB6 ITGB7 ITGB8 ITGBL1 ITPRID1 ITPRID2 IZUMO1 IZUMO1R JAG1 JAG2 JAK1 JAK2 JAK3 JAKMIP1 JAM2 JAM3 JAML JCHAIN KCNA5 KCNJ8 KCTD10 KDR KIF5C KIR2DS4 KIR3DL2 KISS1 KITLG KL KLB KLRC4-KLRK1 KLRD1 KLRK1 KNG1 LACRT LAG3 LAMA1 LAMA2 LAMA3 LAMA4 LAMA5 LAMB2 LANCL1 LBP LCK LCN1 LCP1 LDLRAP1 LEFTY1 LEFTY2 LEP LEPROT LGALS3 LGALS8 LGI1 LGR6 LHB LHFPL4 LIF LIFR LILRA4 LILRB1 LILRB2 LINGO1 LMBRD1 LPA LPL LRG1 LRIG2 LRP1 LRP4 LRP6 LRPAP1 LRRC4B LRRK2 LRRTM2 LRTM1 LRTM2 LTA LTB LTBP4 LY6H LY96 LYN LYNX1 LYPD1 MACC1 MADCAM1 MADD MAG MAGI2 MANF MAP3K7 MAP7 MARCHF1 MARCHF8 MARCO MAVS MBL2 MCHR1 MDK MDM2 MED1 MEGF10 MESD METRN METRNL MFAP3 MFGE8 MIA MICA MICB MICOS10-NBL1 MIF MLN MMP14 MOG MPP1 MR1 MRAP MRAP2 MS4A1 MSMP MSN MST1 MST1L MSTN MT-ND2 MTSS1 MUC4 MYD88 MYH9 MYL12A MYO1C MYO9B MYOC NAMPT NARS1 NBL1 NCK1 NCK2 NCOA2 NCOR2 NCR3LG1 NCSTN NDP NECAB2 NEDD4 NENF NEO1 NES NETO1 NETO2 NF2 NFATC4 NGF NHERF1 NHERF2 NHERF4 NISCH NLGN1 NLGN2 NLGN3 NLGN4X NLGN4Y NMB NMS NMU NODAL NOL3 NOTCH1 NOTCH2NLA NOTCH2NLB NOTCH4 NPB NPFF NPFFR2 NPNT NPPA NPPB NPPC NPTN NPVF NPW NPY NR0B2 NR1H2 NRG1 NRG2 NRG3 NRG4 NRIP1 NRTN NRXN1 NRXN2 NRXN3 NSF NSG1 NTF3 NTF4 NTN3 NTRK1 NTS NXPH1 NXPH2 NXPH3 NXPH4 OGN OPHN1 OPRD1 OPRK1 OSGIN1 OSGIN2 OSM OSMR OSTN OXT P2RX4 P2RX7 P2RY1 P2RY2 P4HB PACRG PALM PANX1 PARK7 PCNA PCSK1N PCSK9 PDCD6IP PDCL3 PDE4D PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PDPN PDYN PDZK1 PDZK1P1 PECR PENK PEX14 PF4 PF4V1 PGF PGLYRP1 PHB1 PHIP PIBF1 PICALM PICK1 PIDD1 PIK3AP1 PIK3CG PIK3IP1 PIK3R1 PIK3R2 PILRA PILRB PITPNM1 PITPNM2 PITPNM3 PKD2 PLA2G1B PLA2G2C PLAT PLAUR PLCG1 PLCL2 PLG PLPP3 PLSCR1 PLSCR4 PLXNB1 PLXNC1 PMCH PMCHL2 PNOC POMC PPBP PPIA PPP1R9B PPP2CA PPY PRKCA PRKN PRL PRLH PRMT2 PRNP PROK1 PROK2 PRTN3 PSCA PSEN1 PSMC5 PSPN PTCH1 PTCH2 PTGER1 PTH PTHLH PTK2 PTK6 PTN PTPA PTPN1 PTPN11 PTPN14 PTPN2 PTPN4 PTPRC PTPRD PTPRJ PTPRZ1 PXDN PXN PYCARD PYY PYY3 QRFP RAB8B RABEP1 RABEP2 RACK1 RAET1E RAET1G RALA RAPGEF2 RAPSN RARA RARRES2 RASA1 RASGRF1 RASL11B REEP1 REEP2 REG1A REG3A RELN REN RER1 RETN RETNLB RGMA RHEX RIC3 RIMBP3 RIMBP3B RIMBP3C RIPK1 RIPK2 RIT2 RLN1 RLN2 RLN3 RND1 RNF126 RNF135 RNF41 RNF43 RPGRIP1 RPGRIP1L RSPO1 RSPO2 RSPO3 RTP1 RTP2 RTP3 RTP4 RTP5 RYK S100A12 S100A13 S100A14 S100A4 S100A7 S100A8 S100A9 S100B S1PR1 S1PR2 S1PR3 SAA1 SAG SCG2 SCGB3A1 SCP2 SCT SCUBE3 SCYL2 SDCBP SEC14L1 SECTM1 SELPLG SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SERPINE1 SERPINE2 SFRP1 SFRP2 SH2B1 SH2B2 SH2B3 SH3BP1 SHANK1 SHANK2 SHANK3 SHC1 SHC2 SHC3 SHC4 SHH SHISA6 SHISA7 SIPA1L1 SIVA1 SIX3 SLA SLC39A1 SLC6A3 SLC6A4 SLIT1 SLIT2 SLIT3 SLURP1 SLURP2 SMAD2 SMAD3 SMAD6 SMAD7 SMARCD1 SMARCD3 SMO SMURF1 SNED1 SNTG2 SNW1 SNX1 SNX17 SNX2 SNX4 SNX5 SNX6 SOCS1 SOCS2 SOCS5 SORBS1 SOS1 SPG21 SPP1 SPRED1 SPRED2 SPX SQSTM1 SRC SRI SRMS SRPX2 SST SSTR3 STAP1 STAT1 STAT3 STC1 STC2 STOML2 STRAP STUB1 STX1B SYK SYNDIG1 SYNE1 SYT1 SYTL1 SYTL2 SYTL3 SYTL4 SYTL5 TAC1 TAC3 TAC4 TACC1 TAF4 TAF6 TAFA1 TAFA2 TAFA3 TAFA4 TAFA5 TAOK2 TAP1 TAP2 TAPBP TARM1 TBP TCIM TDGF1 TDGF1P3 TESPA1 TF TFF1 TFF2 TG TGFA TGFB1 TGFB1I1 TGFB2 TGFB3 TGFBI TGFBR1 TGFBR2 TGFBR3 TGFBR3L TGFBRAP1 THBS1 THBS4 THNSL2 THPO THY1 TIAM1 TIGIT TIMM50 TIMP1 TIRAP TLN1 TLN2 TLR1 TLR10 TLR2 TLR4 TLR5 TLR6 TLR9 TMBIM1 TMED1 TMED2 TNF TNFRSF11B TNFSF10 TNFSF11 TNFSF12 TNFSF13 TNFSF13B TNFSF14 TNFSF15 TNFSF18 TNFSF4 TNFSF8 TNFSF9 TNK2 TNN TNXB TOB1 TOLLIP TP53 TRADD TRAF1 TRAF2 TRAF3 TRAF3IP2 TRAF4 TRAF5 TRAF6 TRAK1 TRAK2 TRAP1 TRAT1 TRAV19 TRAV29DV5 TRAV8-4 TRBV12-3 TRBV7-9 TRDN TRGV3 TRGV9 TRH TRIM24 TRIM25 TRIM37 TRIP6 TRPC1 TSHB TSLP TSNAX TSPAN4 TSPAN8 TSPOAP1 TTR TUB TUBB TUBB3 TUBB4B TULP3 TYK2 TYMP TYROBP UBXN2A UCHL1 UCN UCN2 UCN3 ULBP1 ULBP2 ULBP3 UNC93B1 USP15 USP20 USP33 USP4 UTRN UTS2 UTS2B VAV2 VAV3 VCAM1 VCP VEGFA VEGFB VEGFC VEGFD VGF VIP VPS35 VSTM1 VTCN1 VTN VWDE VWF WFIKKN1 WFIKKN2 WIF1 WIPI1 WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT8A WNT8B WNT9A WNT9B XCL1 XCL2 YARS1 YES1 YWHAG YWHAH ZAP70 ZBTB16 ZDHHC17 ZNRF3 ZP3 ZPR1 GOMF_SIGNALING_RECEPTOR_COMPLEX_ADAPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SIGNALING_RECEPTOR_COMPLEX_ADAPTOR_ACTIVITY BLNK CARD10 CD3E CD3G CRK DEDD2 DLG5 DOK2 FRS2 FRS3 G3BP2 GAB2 GAB4 GNB1 GNB2 GNB3 GNB4 GNB5 GRB10 GRB2 GRIP1 HOMER2 IRS1 IRS2 LAT LDLRAP1 LRRK2 MAGI2 MAPK8IP3 MMS19 NCK1 NCK2 NUP62 PIK3R1 PTPN11 RGS14 ROPN1B SH2B1 SH2B2 SH2B3 SHANK1 SHANK2 SHANK3 SHB SHC1 SORBS1 SPAG9 SPATA2 STAP1 TRADD TRAT1 GOMF_SIGNALING_RECEPTOR_INHIBITOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SIGNALING_RECEPTOR_INHIBITOR_ACTIVITY ADH7 AGTR2 CCL5 CLEC12B DKK1 DKK2 DKK3 DKK4 DKKL1 DUT ESR2 FKBP1A FST GPIHBP1 IGSF1 IL18BP IL1RN IL36RN LILRB4 LRPAP1 LY6E LY6G6D LY6H LYPD1 LYPD6 PCSK9 PXDN WFIKKN1 WFIKKN2 GOMF_SIGNALING_RECEPTOR_REGULATOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SIGNALING_RECEPTOR_REGULATOR_ACTIVITY ADA2 ADCYAP1 ADH7 ADIPOQ ADM ADM2 AGRP AGT AGTR2 AIMP1 ALKAL1 ALKAL2 ALKBH1 AMBN AMELX AMH ANGPT4 ANGPTL3 ANGPTL8 APELA APLN APOA1 APP AREG ARTN ASIP AVP BDNF BGLAP BMP1 BMP10 BMP15 BMP2 BMP3 BMP4 BMP5 BMP6 BMP7 BMP8A BMP8B BTC C17orf99 C1QTNF12 C1QTNF4 C1QTNF9 C5 CALCA CALCB CARTPT CCK CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL27 CCL28 CCL3 CCL3L1 CCL3L3 CCL4 CCL5 CCL7 CCL8 CCN3 CCN6 CD320 CD40LG CD70 CD80 CD86 CDC42EP2 CDK5 CDNF CER1 CGA CGB1 CGB2 CGB3 CGB7 CHGB CKLF CLCF1 CLEC11A CLEC12A CLEC12B CMTM1 CMTM2 CMTM3 CMTM5 CMTM7 CMTM8 CNTF COLEC10 COPA CORT CRH CRLF1 CSF1 CSF2 CSF3 CSH1 CSH2 CSHL1 CSPG5 CTF1 CTSG CX3CL1 CXCL1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL14 CXCL16 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 DAND5 DEFB103A DEFB103B DEFB104A DEFB104B DEFB109B DEFB110 DEFB114 DEFB130A DEFB130B DEFB133 DEFB4A DGKQ DKK1 DKK2 DKK3 DKK4 DKKL1 DLL1 DLL4 DPP4 DUT EBI3 EDA EDN1 EDN2 EDN3 EFEMP1 EFNA5 EGF EGFR ENDOU ENHO EPGN EPHA7 EPO EREG ERFE ESR2 F2 F2RL2 FAM3B FAM3C FAM3D FASLG FBN1 FBN2 FGF1 FGF10 FGF11 FGF12 FGF13 FGF14 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FKBP1A FLRT2 FLRT3 FLT3LG FNDC5 FNTA FSHB FST GAL GALP GAS6 GAST GCG GDF1 GDF10 GDF11 GDF15 GDF2 GDF3 GDF5 GDF6 GDF7 GDF9 GDNF GFER GH1 GH2 GHRH GHRL GIP GKN1 GMFB GMFG GNRH1 GNRH2 GPHA2 GPHB5 GPI GPIHBP1 GPNMB GPR15LG GREM1 GREM2 GRN GRP GUCA2A HAMP HBEGF HCRT HDGF HDGFL3 HGF HMGB1 HMGB2 HSPA1A IAPP IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IFNE IFNG IFNK IFNL1 IFNL2 IFNL3 IFNL4 IFNW1 IGF1 IGF2 IGSF1 IL10 IL11 IL12A IL12B IL13 IL15 IL16 IL17A IL17B IL17C IL17D IL17F IL18 IL18BP IL19 IL1A IL1B IL1F10 IL1RN IL2 IL20 IL21 IL22 IL23A IL24 IL25 IL26 IL27 IL3 IL31 IL32 IL33 IL34 IL36A IL36B IL36G IL36RN IL37 IL4 IL5 IL6 IL7 IL9 INHA INHBA INHBB INHBC INHBE INS INS-IGF2 INSL3 INSL4 INSL5 INSL6 JAG1 JAG2 KITLG KL KNG1 LACRT LEFTY1 LEFTY2 LEP LGALS3 LHB LIF LILRB4 LRPAP1 LTA LTB LY6E LY6G6D LY6H LYNX1 LYPD1 LYPD6 LYPD6B MACC1 MANF MDK METRN METRNL MIA MICOS10-NBL1 MIF MLN MRAP MRAP2 MSMP MSTN NAMPT NBL1 NDP NENF NGF NMB NODAL NPFF NPPA NPPB NPPC NPY NRG1 NRG2 NRG3 NRG4 NRTN NTF3 NTF4 NTS OGN OSGIN1 OSGIN2 OSM OSTN OXT PATE1 PATE4 PCSK9 PDGFA PDGFB PDGFC PDGFD PDYN PENK PF4 PF4V1 PGF PGLYRP1 PMCH PMCHL2 PNOC POMC PPBP PPY PRKCE PRL PRLH PROK1 PRRT1 PSPN PTH PTHLH PTN PXDN PYY PYY3 QRFP RABEP1 RABEP2 REG1A REG3A RETN RETNLB RLN1 RLN2 RLN3 S100A4 SCG2 SCGB3A1 SCT SECTM1 SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SFRP2 SHH SLURP1 SLURP2 SPDYE11 SPP1 SPX SST STC1 STC2 TAFA1 TAFA2 TAFA3 TAFA4 TAFA5 TDGF1 TDGF1P3 TFF1 TG TGFA TGFB1 TGFB2 TGFB3 THBS4 THNSL2 THPO TIMP1 TMEM35A TNF TNFRSF11B TNFSF10 TNFSF11 TNFSF12 TNFSF13 TNFSF13B TNFSF14 TNFSF15 TNFSF18 TNFSF4 TNFSF8 TNFSF9 TRH TSHB TSLP TTR TYMP UCN UCN2 UCN3 UTS2 UTS2B VEGFA VEGFB VEGFC VEGFD VGF VIP VSTM1 WFIKKN1 WFIKKN2 WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT8A WNT8B WNT9A WNT9B XCL1 XCL2 ZP3 GOMF_SIGNAL_RECOGNITION_PARTICLE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SIGNAL_RECOGNITION_PARTICLE_BINDING DERL1 DERL2 DERL3 SRP68 SRP72 SRP9 SRPRA GOMF_SIGNAL_SEQUENCE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SIGNAL_SEQUENCE_BINDING AP2B1 AP2M1 BABAM2 BRAP CABP1 CEMIP IPO4 IPO5 KCNIP2 KDELR1 KDELR2 KDELR3 KPNA1 KPNA2 KPNA3 KPNA4 KPNA5 KPNA6 KPNA7 KPNB1 NFKBIA NPAP1 NUP153 NUP214 NUP58 NUP98 PEX19 PEX5 PEX5L PEX7 POM121 POM121B POM121C POM121L2 RANBP6 SEC61A1 SEC61A2 SRP14 SRP54 SRP68 TIMM22 TNPO1 TNPO2 TOMM20 TOMM20L TOMM40L TOMM70 GOMF_SINGLE_STRANDED_DNA_3_5_DNA_EXONUCLEASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SINGLE_STRANDED_DNA_3_5_DNA_EXONUCLEASE_ACTIVITY EXD2 EXO5 ISG20 MEIOB POLE GOMF_SINGLE_STRANDED_DNA_5_3_DNA_EXONUCLEASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SINGLE_STRANDED_DNA_5_3_DNA_EXONUCLEASE_ACTIVITY EXO1 EXO5 MGME1 PLD3 PLD4 GOMF_SINGLE_STRANDED_DNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SINGLE_STRANDED_DNA_BINDING APTX BLM BRCA2 CDC45 CRY2 CTC1 DDX11 DHX36 DHX9 DMC1 ERCC1 ERCC4 ERCC5 FAM111A FBH1 FUBP1 FUBP3 HMCES HMGB1 HMGB2 HNRNPA1 HNRNPA2B1 HNRNPU HROB HSF1 HSPD1 IGHM IGHMBP2 JCHAIN LONP1 LRPPRC MAPT MCM10 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 MCM9 MEIOB MLH1 MMS22L MSH2 MSH3 NABP1 NABP2 NEIL3 NOL12 NUCKS1 PARK7 PCBP1 PCBP2 PCBP3 PMS2 POLA1 POLR2G POLR2H POLR3C POT1 POU4F1 PURA PURB RAD18 RAD23A RAD23B RAD50 RAD51 RAD51AP1 RAD51B RAD51D RAD52 RAD54L RADX RBMS1 RECQL RECQL4 REXO4 RNF138 RPA1 RPA2 RPA3 RPA4 RTF1 SAMHD1 SETMAR SHOC1 SMARCA1 SMARCAL1 SMC2 SMC4 SMC5 SMC6 SPRTN SSBP1 SSBP2 SSBP3 SSBP4 STN1 SUB1 SWSAP1 TDP1 TDP2 TEN1 TERF1 TERF2 TERF2IP TOP1 TOP3A TP53 TREX1 TSN TSNAX TWNK WBP11 WDR48 XPC ZRANB3 GOMF_SINGLE_STRANDED_DNA_ENDODEOXYRIBONUCLEASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SINGLE_STRANDED_DNA_ENDODEOXYRIBONUCLEASE_ACTIVITY DCLRE1C ENDOG ERCC1 ERCC4 EXOG MRE11 RAD50 RBBP8 SETMAR XRCC1 GOMF_SINGLE_STRANDED_DNA_EXODEOXYRIBONUCLEASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SINGLE_STRANDED_DNA_EXODEOXYRIBONUCLEASE_ACTIVITY EXD2 EXO1 EXO5 ISG20 MEIOB MGME1 PLD3 PLD4 POLE GOMF_SINGLE_STRANDED_DNA_HELICASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SINGLE_STRANDED_DNA_HELICASE_ACTIVITY CHTF18 CHTF8 DHX9 DNA2 DSCC1 HELB HELQ MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 MCM9 PIF1 POLQ RAD51 RFC2 RFC3 RFC4 RFC5 WRNIP1 GOMF_SINGLE_STRANDED_RNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SINGLE_STRANDED_RNA_BINDING A1CF ADARB2 AGO1 AGO2 AGO3 AGO4 AQR ATXN1 CBX4 CBX6 CBX8 CNBP DAZAP1 DDX1 DDX11 DDX3X DDX60 DDX60L DHX58 DHX9 DIS3L2 DLX2 EIF4A3 ELAVL4 ENDOV EXOSC10 FMR1 FXR1 HNRNPA1 HNRNPC HNRNPDL HNRNPF HNRNPH1 HNRNPU IFIH1 IFIT5 IGHMBP2 ILF3 JMJD6 KHDRBS1 KHDRBS2 L1TD1 LACTB2 LARP4 LONP1 LSM14A MCRS1 MIR181C MIR9-1 MSI1 MSI2 PABPC1 PABPC1L PABPC1L2A PABPC1L2B PABPC3 PABPC4 PABPC4L PABPC5 PABPN1 PABPN1L PAN3 PATL1 PIWIL1 PNPT1 POLR2G PPIE PTBP1 PUS1 RBM11 RBM7 RBMS1 RBMS2 RBMS3 RBPMS RIGI SNRPC SRA1 SSB STRBP TIA1 TLR7 TLR8 U2AF2 ZC3H14 ZCCHC13 ZFR ZFR2 GOMF_SIRNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SIRNA_BINDING AGO2 DHX9 DICER1 FAM172A FAM172BP FMR1 MBD2 MECP2 PRKRA TARBP2 TLR7 TLR9 GOMF_SMAD_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SMAD_BINDING ACVR1 ACVR1B ACVRL1 ANKRD1 AXIN1 AXIN2 BMP2 BMPR1A BMPR1B CITED1 CITED2 COL1A2 COL3A1 COL5A2 CREB3L1 CTNNB1 DAB2 DDX5 DROSHA EID2 FERMT2 FKBP1A FLNA FOS FOXH1 GATA4 HIPK2 HMGA2 IPO7 JUN LDLRAD4 MAGI2 MEF2A MEN1 MYOCD PARP1 PAX6 PMEPA1 PML PPARG PPM1A PURA PURB RANBP3 RANBP3L RGCC RNF111 SKI SKIL SKOR1 SKOR2 SMAD1 SMAD2 SMAD3 SMAD4 SMAD5 SMAD6 SMAD7 SMAD9 SMURF1 SMURF2 SNW1 STUB1 TCF12 TGFB1I1 TGFBR1 TGFBR2 TGFBR3 TGFBRAP1 TGIF1 TOB1 TRIM33 USP15 USP9X USP9Y YY1 ZBTB7A ZC3H3 ZMIZ1 GOMF_SMALL_MOLECULE_SENSOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SMALL_MOLECULE_SENSOR_ACTIVITY CASTOR1 DMC1 EFCAB9 EFHB EFHD1 EGLN2 HIF1AN MLH1 MLH3 MSH2 MSH3 MSH4 MSH5 MSH6 NDUFS2 NLRP3 NOX4 PARK7 PMS1 PMS2 PMS2P1 PMS2P3 PMS2P5 PMS2P6 RAD23B RAD51 RAD51B RAD51C RAD51D SIRT6 SLC38A9 SLC39A4 SYT1 TMEM63A TMEM63B TMEM63C TRPV4 UHRF1 XPC XRCC2 XRCC3 GOMF_SMALL_PROTEIN_ACTIVATING_ENZYME_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SMALL_PROTEIN_ACTIVATING_ENZYME_BINDING PARK7 SAE1 SUMO1 UBA2 UBE2I GOMF_SMALL_RIBOSOMAL_SUBUNIT_RRNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SMALL_RIBOSOMAL_SUBUNIT_RRNA_BINDING CIRBP MAP3K20 MRPS18A MRPS18C MRPS6 RPS13 RPS3 UTP23 GOMF_SNAP_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SNAP_RECEPTOR_ACTIVITY BET1 BET1L BNIP1 GOSR1 GOSR2 SEC22A SEC22B SNAP23 SNAP25 SNAP29 SNAP47 STX10 STX11 STX12 STX16 STX17 STX18 STX19 STX1A STX1B STX2 STX3 STX4 STX5 STX6 STX7 STX8 TSNARE1 USE1 VAMP1 VAMP2 VAMP3 VAMP7 VAMP8 VTI1A VTI1B YKT6 GOMF_SNARE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SNARE_BINDING ABCA1 ABL1 ANKRD27 BAIAP3 BLOC1S6 CACNA1A CAPN10 CPLX1 CPLX2 CPLX3 CPLX4 DAPK1 DOC2B EXOC3 EXOC3L1 EXOC3L4 GABARAPL2 GOLGA2 GOSR2 GRIK2 HECTD3 KCNB1 LRRK2 NAPA NAPB NAPG NBAS NSF PICALM PRRT2 PTPN2 RAB11A SCFD1 SEC24A SEC24B SEC24C SEC24D SLC6A4 SNAP23 SNAP25 SNAP29 SNAP47 SNAP91 SNAPIN SNCA SNPH STX10 STX11 STX12 STX16 STX17 STX19 STX1A STX1B STX2 STX3 STX4 STX5 STX6 STX7 STX8 STXBP1 STXBP2 STXBP3 STXBP4 STXBP5 STXBP5L SYT1 SYT10 SYT11 SYT12 SYT13 SYT15 SYT17 SYT2 SYT3 SYT4 SYT5 SYT6 SYT7 SYT8 SYT9 TMED10 TMED9 TNFAIP2 TPCN1 TSNARE1 TXLNA TXLNB TXLNG TXLNGY UNC13A UNC13B UNC13C UVRAG VAMP1 VAMP2 VAMP3 VAMP7 VAMP8 VPS11 VPS18 VPS50 VPS52 VPS54 VTI1A VTI1B GOMF_SNORNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SNORNA_BINDING BMS1 BYSL DDX21 DHX37 DKC1 GAR1 HEATR1 IMP3 IMP4 ISG20 NHP2 NOP10 NOP14 NOP56 NOP58 NUDT1 NUDT16 NUDT16L1 NUDT4 NUDT5 NUDT7 NUFIP1 PRKDC RRP9 SDE2 SNU13 TBL3 TSR1 UTP25 UTP6 WDR3 XRCC5 GOMF_SNRNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SNRNA_BINDING C9orf78 CCNT1 CCNT2 CDK9 CELF3 COIL DDX21 DDX39B EFTUD2 EIF5A GEMIN5 HEXIM1 HEXIM2 HNRNPU ISG20 LARP7 LSM10 LSM11 LSM2 LSM3 LSM4 LSM7 LSM8 MEPCE METTL16 NCBP2 PRPF31 PRPF4 PRPF8 RBM22 RBM41 RBM7 RBMXL2 RBMXL3 RNPC3 RNU4-1 RNU4-2 RNU4ATAC RNU6-1 RNU6-7 RNU6-9 RNU6ATAC RO60 SART3 SF3B3 SNRNP35 SNRNP70 SNRPA SNRPA1 SNRPB2 SNRPC SNRPD3 SNU13 TOE1 TUT1 GOMF_SNRNP_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SNRNP_BINDING LEMD3 PRPF31 RBM23 RBM39 SNRPA SNRPB SNRPB2 SNRPD2 STRAP GOMF_SODIUM_BICARBONATE_SYMPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SODIUM_BICARBONATE_SYMPORTER_ACTIVITY SLC4A10 SLC4A4 SLC4A5 SLC4A7 SLC4A8 SLC4A9 GOMF_SODIUM_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SODIUM_CHANNEL_ACTIVITY ASIC1 ASIC2 ASIC3 ASIC4 ASIC5 GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 HCN1 HCN2 HCN3 HCN4 KCNK1 NALCN PKD2 PKD2L1 SCN10A SCN11A SCN1A SCN1B SCN2A SCN2B SCN3A SCN3B SCN4A SCN4B SCN5A SCN7A SCN8A SCN9A SCNN1A SCNN1B SCNN1D SCNN1G SHROOM2 SLC4A11 TPCN1 TPCN2 TRPM2 TRPM4 TRPM5 GOMF_SODIUM_CHANNEL_INHIBITOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SODIUM_CHANNEL_INHIBITOR_ACTIVITY CAMK2D COMMD1 NEDD4 NEDD4L PCSK9 RSC1A1 SCN1B SCN3B GOMF_SODIUM_CHANNEL_REGULATOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SODIUM_CHANNEL_REGULATOR_ACTIVITY ATP2B4 C8orf44-SGK3 CAMK2D CAV3 COMMD1 FGF11 FGF12 FGF13 FGF14 FXYD1 FXYD2 FXYD3 FXYD4 FXYD5 FXYD6 FXYD6P3 FXYD7 GPD1L GPLD1 NEDD4 NEDD4L NOS1 PCSK9 PKP2 PTPN3 RANGRF RSC1A1 SCLT1 SCN1B SCN2B SCN3B SCN4B SGK1 SGK2 SGK3 SNTA1 TMEM168 TMPRSS3 YWHAH GOMF_SODIUM_INDEPENDENT_ORGANIC_ANION_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SODIUM_INDEPENDENT_ORGANIC_ANION_TRANSMEMBRANE_TRANSPORTER_ACTIVITY SLC22A11 SLC22A6 SLC22A7 SLC22A9 SLCO1A2 SLCO1B1 SLCO1B3 SLCO1B7 SLCO1C1 SLCO2A1 SLCO2B1 SLCO3A1 SLCO4A1 SLCO4C1 SLCO5A1 SLCO6A1 GOMF_SODIUM_ION_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SODIUM_ION_BINDING ATP1A1 ATP1A2 CAPN3 PDXK SCN8A SLC34A2 SLC6A4 TDG GOMF_SODIUM_ION_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SODIUM_ION_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ASIC1 ASIC2 ASIC3 ASIC4 ASIC5 ATP12A ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP4A CHP1 CNNM4 GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 HCN1 HCN2 HCN3 HCN4 KCNK1 MFSD2A NALCN PKD2 PKD2L1 SCN10A SCN11A SCN1A SCN1B SCN2A SCN2B SCN3A SCN3B SCN4A SCN4B SCN5A SCN7A SCN8A SCN9A SCNN1A SCNN1B SCNN1D SCNN1G SHROOM2 SLC10A1 SLC10A2 SLC10A3 SLC10A4 SLC10A5 SLC10A6 SLC12A1 SLC12A2 SLC12A3 SLC13A1 SLC13A2 SLC13A3 SLC13A4 SLC13A5 SLC17A1 SLC17A2 SLC17A3 SLC17A4 SLC17A6 SLC17A7 SLC17A8 SLC18A1 SLC18A2 SLC1A1 SLC1A2 SLC1A3 SLC1A6 SLC1A7 SLC20A1 SLC20A2 SLC22A1 SLC23A1 SLC23A2 SLC24A1 SLC24A2 SLC24A3 SLC24A4 SLC24A5 SLC28A1 SLC28A2 SLC28A3 SLC29A1 SLC34A1 SLC34A2 SLC34A3 SLC38A1 SLC38A2 SLC38A3 SLC38A4 SLC38A5 SLC38A7 SLC3A2 SLC41A1 SLC41A3 SLC4A10 SLC4A11 SLC4A4 SLC4A5 SLC4A7 SLC4A8 SLC4A9 SLC5A1 SLC5A10 SLC5A11 SLC5A12 SLC5A2 SLC5A3 SLC5A4 SLC5A5 SLC5A6 SLC5A7 SLC5A8 SLC5A9 SLC6A1 SLC6A11 SLC6A12 SLC6A13 SLC6A14 SLC6A15 SLC6A18 SLC6A2 SLC6A20 SLC6A3 SLC6A4 SLC6A5 SLC6A6 SLC6A7 SLC6A8 SLC6A9 SLC8A1 SLC8A2 SLC8A3 SLC8B1 SLC9A1 SLC9A2 SLC9A3 SLC9A4 SLC9A5 SLC9A6 SLC9A7 SLC9A8 SLC9A9 SLC9B1 SLC9B2 SLC9C1 SLC9C2 TPCN1 TPCN2 TRPM2 TRPM4 TRPM5 GOMF_SODIUM_PHOSPHATE_SYMPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SODIUM_PHOSPHATE_SYMPORTER_ACTIVITY MFSD2A SLC17A1 SLC17A2 SLC17A3 SLC17A4 SLC17A6 SLC17A7 SLC17A8 SLC20A1 SLC20A2 SLC34A1 SLC34A2 SLC34A3 GOMF_SODIUM_PROTON_ANTIPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SODIUM_PROTON_ANTIPORTER_ACTIVITY CHP1 SLC38A3 SLC38A5 SLC9A1 SLC9A2 SLC9A3 SLC9A4 SLC9A5 SLC9A6 SLC9A7 SLC9A8 SLC9A9 SLC9B1 SLC9B2 SLC9C1 SLC9C2 GOMF_SOLUTE_INORGANIC_ANION_ANTIPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SOLUTE_INORGANIC_ANION_ANTIPORTER_ACTIVITY SLC22A11 SLC22A6 SLC22A8 SLC25A14 SLC25A30 SLC26A1 SLC26A11 SLC26A2 SLC26A3 SLC26A4 SLC26A5 SLC26A6 SLC26A7 SLC26A8 SLC26A9 SLC37A1 SLC37A2 SLC37A3 SLC37A4 SLC4A1 SLC4A10 SLC4A11 SLC4A2 SLC4A3 SLC4A4 SLC4A5 SLC4A7 SLC4A8 SLC4A9 GOMF_SOLUTE_MONOATOMIC_CATION_SYMPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SOLUTE_MONOATOMIC_CATION_SYMPORTER_ACTIVITY CTNS MFSD2A SLC10A1 SLC10A2 SLC10A3 SLC10A4 SLC10A5 SLC10A6 SLC11A2 SLC12A1 SLC12A2 SLC12A3 SLC12A4 SLC12A5 SLC12A6 SLC12A7 SLC12A8 SLC12A9 SLC13A1 SLC13A2 SLC13A3 SLC13A4 SLC13A5 SLC15A1 SLC15A2 SLC15A3 SLC15A4 SLC16A1 SLC16A3 SLC17A1 SLC17A2 SLC17A3 SLC17A4 SLC17A5 SLC17A6 SLC17A7 SLC17A8 SLC18A1 SLC18A2 SLC1A1 SLC1A2 SLC1A3 SLC1A6 SLC1A7 SLC20A1 SLC20A2 SLC22A1 SLC23A1 SLC23A2 SLC25A18 SLC25A22 SLC25A3 SLC28A1 SLC28A2 SLC28A3 SLC29A1 SLC2A10 SLC2A13 SLC2A9 SLC32A1 SLC34A1 SLC34A2 SLC34A3 SLC36A1 SLC36A2 SLC36A3 SLC38A1 SLC38A2 SLC38A3 SLC38A4 SLC38A7 SLC39A10 SLC39A12 SLC39A14 SLC39A4 SLC39A5 SLC39A6 SLC39A8 SLC45A1 SLC45A2 SLC45A3 SLC45A4 SLC46A1 SLC4A10 SLC4A4 SLC4A5 SLC4A7 SLC4A8 SLC4A9 SLC5A1 SLC5A10 SLC5A11 SLC5A12 SLC5A2 SLC5A3 SLC5A4 SLC5A5 SLC5A6 SLC5A7 SLC5A8 SLC5A9 SLC6A1 SLC6A11 SLC6A12 SLC6A13 SLC6A14 SLC6A15 SLC6A18 SLC6A2 SLC6A20 SLC6A3 SLC6A4 SLC6A5 SLC6A6 SLC6A7 SLC6A8 SLC6A9 GOMF_SOLUTE_POTASSIUM_ANTIPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SOLUTE_POTASSIUM_ANTIPORTER_ACTIVITY SLC17A6 SLC17A7 SLC24A1 SLC24A2 SLC24A3 SLC24A4 SLC24A5 SLC9A1 SLC9A2 SLC9A3 SLC9A4 SLC9A5 SLC9A6 SLC9A7 SLC9A8 SLC9A9 SLC9C1 SLC9C2 TMCO3 GOMF_SOLUTE_PROTON_SYMPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SOLUTE_PROTON_SYMPORTER_ACTIVITY CTNS SLC11A2 SLC15A1 SLC15A2 SLC15A3 SLC15A4 SLC16A1 SLC16A3 SLC17A5 SLC25A18 SLC25A22 SLC25A3 SLC2A10 SLC2A13 SLC2A9 SLC32A1 SLC36A1 SLC36A2 SLC36A3 SLC45A1 SLC45A2 SLC45A3 SLC45A4 SLC46A1 GOMF_SOLUTE_SODIUM_SYMPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SOLUTE_SODIUM_SYMPORTER_ACTIVITY MFSD2A SLC10A1 SLC10A2 SLC10A3 SLC10A4 SLC10A5 SLC10A6 SLC12A1 SLC12A2 SLC12A3 SLC13A1 SLC13A2 SLC13A3 SLC13A4 SLC13A5 SLC17A1 SLC17A2 SLC17A3 SLC17A4 SLC17A6 SLC17A7 SLC17A8 SLC18A1 SLC18A2 SLC1A1 SLC1A2 SLC1A3 SLC1A6 SLC1A7 SLC20A1 SLC20A2 SLC22A1 SLC23A1 SLC23A2 SLC28A1 SLC28A2 SLC28A3 SLC29A1 SLC34A1 SLC34A2 SLC34A3 SLC38A1 SLC38A2 SLC38A3 SLC38A4 SLC38A7 SLC4A10 SLC4A4 SLC4A5 SLC4A7 SLC4A8 SLC4A9 SLC5A1 SLC5A10 SLC5A11 SLC5A12 SLC5A2 SLC5A3 SLC5A4 SLC5A5 SLC5A6 SLC5A7 SLC5A8 SLC5A9 SLC6A1 SLC6A11 SLC6A12 SLC6A13 SLC6A14 SLC6A15 SLC6A18 SLC6A2 SLC6A20 SLC6A3 SLC6A4 SLC6A5 SLC6A6 SLC6A7 SLC6A8 SLC6A9 GOMF_SOMATOSTATIN_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SOMATOSTATIN_RECEPTOR_ACTIVITY SSTR1 SSTR2 SSTR3 SSTR4 SSTR5 GOMF_SPECTRIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SPECTRIN_BINDING ADD1 ADD2 ANK1 ANK2 ANK3 CAMSAP1 CAMSAP2 CAMSAP3 DCTN2 DMTN DYNC1I1 EPB41 EPB41L2 GBP1 GNB3 KIF3A MYO10 MYO7A PDE6G PTPRC PTPRN SLC26A5 SPTBN4 SPTBN5 USH1C USH1G GOMF_SPHINGOLIPID_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SPHINGOLIPID_BINDING CD300LF CERKL CERT1 CLIP3 CLN8 CPTP EPDR1 GLTP GLTPD2 IL2 LAMA1 LAPTM4B LYN MAG MAP1LC3B PHB2 PLA2G4A PLEKHA8 PLEKHA8P1 PLTP PSAP RTN4R S1PR1 SELL SELP TRAF2 VDAC1 VDAC2 GOMF_SPHINGOLIPID_TRANSFER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SPHINGOLIPID_TRANSFER_ACTIVITY CERT1 CPTP GLTP GLTPD2 MTTP PITPNB PLEKHA8 PLEKHA8P1 PLTP GOMF_SPHINGOLIPID_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SPHINGOLIPID_TRANSPORTER_ACTIVITY ABCA1 ABCA2 ABCB1 ABCB4 ATP10A ATP10B ATP10D CERT1 CPTP GLTP GLTPD2 MFSD2B MTTP PITPNB PLEKHA8 PLEKHA8P1 PLTP SPNS2 GOMF_SPHINGOMYELIN_PHOSPHODIESTERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SPHINGOMYELIN_PHOSPHODIESTERASE_ACTIVITY ENPP7 SMPD1 SMPD2 SMPD3 SMPD4 SMPDL3A SMPDL3B GOMF_SPHINGOSINE_1_PHOSPHATE_PHOSPHATASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SPHINGOSINE_1_PHOSPHATE_PHOSPHATASE_ACTIVITY PLPP1 PLPP2 PLPP3 PLPP6 PLPP7 SGPP1 SGPP2 GOMF_SPHINGOSINE_1_PHOSPHATE_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SPHINGOSINE_1_PHOSPHATE_RECEPTOR_ACTIVITY GPR6 S1PR1 S1PR2 S1PR3 S1PR4 S1PR5 SPHK1 SPHK2 GOMF_SPHINGOSINE_N_ACYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SPHINGOSINE_N_ACYLTRANSFERASE_ACTIVITY CERS1 CERS2 CERS3 CERS4 CERS5 CERS6 TLCD3B GOMF_SPLICING_FACTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SPLICING_FACTOR_BINDING RBM20 SF3B1 SF3B4 SF3B5 UHMK1 GOMF_STAT_FAMILY_PROTEIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_STAT_FAMILY_PROTEIN_BINDING CEBPA DTX3L EP300 FAM220A FAM220BP H2BC9 HSF1 PARP9 PPARG PTPN2 PTPRT SPI1 GOMF_STEROID_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_STEROID_BINDING ABCA1 ABCG1 AKR1D1 ANXA6 APOA1 APOA2 APOC3 APOD APOF AR ATP1A1 ATP1A2 ATP1A3 CALB1 CAV1 CD81 CETP CYP21A2 CYP2R1 CYP3A4 ERLIN1 ERLIN2 ESR1 ESR2 ESRRA ESRRB ESRRG GC GPER1 GPR141 GPR155 GPR183 GRAMD1A GRAMD1B GRAMD1C HSD11B1 HSD11B2 HSD17B1 INSIG1 INSIG2 IRX5 KL MINAR2 NPC1 NPC1L1 NPC2 NR1H3 NR1H4 NR3C1 NR3C2 OSBP OSBP2 OSBPL10 OSBPL11 OSBPL1A OSBPL2 OSBPL3 OSBPL5 OSBPL6 OSBPL7 OSBPL8 OSBPL9 PAQR5 PAQR6 PAQR7 PAQR8 PAQR9 PDIA2 PGR PGRMC1 PGRMC2 PMP2 PROM1 PROM2 PTCH1 RORA RORC S100G SCAP SCARB2 SCP2 SERPINA6 SHBG SIDT1 SLC38A9 SOAT1 SOAT2 STAR STARD3 STARD3NL STARD4 STARD5 SULT1E1 SULT2B1 SYP TSPO TSPO2 UGT1A1 UGT1A8 VDAC1 VDAC2 VDR GOMF_STEROID_DEHYDROGENASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_STEROID_DEHYDROGENASE_ACTIVITY AKR1B15 AKR1C1 AKR1C2 AKR1C3 AKR1C4 AKR1D1 DHRS1 DHRS11 DHRS9 HSD11B1 HSD11B2 HSD17B1 HSD17B10 HSD17B11 HSD17B12 HSD17B13 HSD17B14 HSD17B2 HSD17B3 HSD17B4 HSD17B6 HSD17B7 HSD17B8 HSD3B1 HSD3B2 HSD3B7 HSDL1 HSDL2 NSDHL RDH14 RDH16 RDH5 RDH8 SDR42E1 SDR42E2 SRD5A1 SRD5A2 SRD5A3 GOMF_STEROID_DEHYDROGENASE_ACTIVITY_ACTING_ON_THE_CH_OH_GROUP_OF_DONORS_NAD_OR_NADP_AS_ACCEPTOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_STEROID_DEHYDROGENASE_ACTIVITY_ACTING_ON_THE_CH_OH_GROUP_OF_DONORS_NAD_OR_NADP_AS_ACCEPTOR AKR1B15 AKR1C1 AKR1C2 AKR1C3 AKR1C4 DHRS1 DHRS11 DHRS9 HSD11B1 HSD11B2 HSD17B1 HSD17B10 HSD17B11 HSD17B12 HSD17B13 HSD17B14 HSD17B2 HSD17B3 HSD17B4 HSD17B6 HSD17B7 HSD17B8 HSD3B1 HSD3B2 HSD3B7 NSDHL RDH16 RDH5 RDH8 SDR42E1 SDR42E2 SRD5A2 GOMF_STEROID_HORMONE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_STEROID_HORMONE_BINDING ATP1A1 ATP1A2 ATP1A3 GPER1 NR3C1 SULT2B1 GOMF_STEROID_HYDROXYLASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_STEROID_HYDROXYLASE_ACTIVITY CH25H CYP11A1 CYP11B1 CYP11B2 CYP17A1 CYP19A1 CYP1A1 CYP1A2 CYP1B1 CYP21A2 CYP27A1 CYP2B6 CYP2C19 CYP2C8 CYP2C9 CYP2R1 CYP2U1 CYP39A1 CYP3A4 CYP3A43 CYP3A5 CYP3A7 CYP46A1 CYP7A1 CYP7B1 CYP8B1 GOMF_STEROL_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_STEROL_BINDING ABCA1 ABCG1 ANXA6 APOA1 APOA2 APOC3 APOD APOF CAV1 CD81 CETP ERLIN1 ERLIN2 GPR141 GPR155 GPR183 GRAMD1A GRAMD1B GRAMD1C INSIG1 INSIG2 MINAR2 NPC1 NPC1L1 NPC2 NR1H3 OSBP OSBP2 OSBPL10 OSBPL11 OSBPL1A OSBPL2 OSBPL3 OSBPL5 OSBPL6 OSBPL7 OSBPL8 OSBPL9 PMP2 PROM1 PROM2 PTCH1 RORA RORC SCAP SCARB2 SCP2 SIDT1 SLC38A9 SOAT1 SOAT2 STAR STARD3 STARD3NL STARD4 STARD5 SULT2B1 SYP TSPO TSPO2 VDAC1 VDAC2 GOMF_STEROL_ESTERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_STEROL_ESTERASE_ACTIVITY CEL CES1 LCAT LDAH LIPA LIPE NCEH1 GOMF_STEROL_TRANSFER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_STEROL_TRANSFER_ACTIVITY ABCA1 ABCG1 ABCG5 ABCG8 APOA1 APOA2 APOA4 APOB APOE CETP GRAMD1A GRAMD1B GRAMD1C MTTP NPC2 OSBP OSBPL2 PLTP STAR STARD3 STARD4 STARD5 TSPO GOMF_STEROL_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_STEROL_TRANSPORTER_ACTIVITY ABCA1 ABCG1 ABCG4 ABCG5 ABCG8 APOA1 APOA2 APOA4 APOB APOE ARV1 CETP GRAMD1A GRAMD1B GRAMD1C MTTP NPC1 NPC2 OSBP OSBP2 OSBPL10 OSBPL11 OSBPL1A OSBPL2 OSBPL3 OSBPL5 OSBPL6 OSBPL7 OSBPL8 OSBPL9 PLTP STAR STARD3 STARD4 STARD5 TSPO GOMF_STORE_OPERATED_CALCIUM_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_STORE_OPERATED_CALCIUM_CHANNEL_ACTIVITY ORAI1 ORAI2 ORAI3 STIM2 TRPC1 TRPC3 TRPC4 TRPC5 TRPC6 TRPC7 GOMF_STRUCTURAL_CONSTITUENT_OF_CHROMATIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_STRUCTURAL_CONSTITUENT_OF_CHROMATIN CENPA H1-0 H1-1 H1-10 H1-2 H1-3 H1-4 H1-5 H1-6 H1-8 H2AB1 H2AB2 H2AB3 H2AC1 H2AC11 H2AC12 H2AC13 H2AC15 H2AC16 H2AC17 H2AC18 H2AC19 H2AC20 H2AC21 H2AC25 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AL3 H2AX H2AZ1 H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC18 H2BC19P H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H2BK1 H2BN1 H2BW1 H2BW2 H3-3A H3-3B H3-4 H3-5 H3-7 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H3Y1 H3Y2 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C7 H4C8 H4C9 HMGA1 LMNTD2 MACROH2A1 MACROH2A2 GOMF_STRUCTURAL_CONSTITUENT_OF_CYTOSKELETON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_STRUCTURAL_CONSTITUENT_OF_CYTOSKELETON ACTA1 ACTB ACTBL2 ACTG1 ACTL6B ACTL7A ACTL7B ACTL9 ACTR2 ACTR3 ADD2 ADD3 AGRN ANK1 ANK2 ANK3 ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 BFSP1 BFSP2 BICD1 CCDC6 CD2AP CROCC CTNNA2 CYLC1 CYLC2 DBNL DES DMD DSP EPB41 EPB41L3 EPB41L4B EPB42 ERBIN GFAP HIP1 HLA-DRB1 INA KRT14 KRT15 KRT16 KRT19 KRT2 KRT20 KRT31 KRT5 KRT6A KRT6B KRT84 KRT9 LMNA LMNB1 LMNB2 LORICRIN MSN NEFH NEFL NEFM PLEC PLS1 POTEE POTEF POTEI POTEJ POTEKP PPL SORBS2 SORBS3 SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SYNM TLN1 TLN2 TPM1 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B TUBD1 TUBE1 TUBG1 TUBG2 TUBGCP3 TUBGCP4 VILL VIM YEATS4 GOMF_STRUCTURAL_CONSTITUENT_OF_EYE_LENS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_STRUCTURAL_CONSTITUENT_OF_EYE_LENS BFSP1 BFSP2 CPOX CRYAA CRYAB CRYBA1 CRYBA2 CRYBA4 CRYBB1 CRYBB2 CRYBB3 CRYBG3 CRYGA CRYGB CRYGC CRYGD CRYGN CRYGS HSPB2 HSPB6 LIM2 MIP VIM GOMF_STRUCTURAL_CONSTITUENT_OF_MUSCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_STRUCTURAL_CONSTITUENT_OF_MUSCLE ACTN2 ACTN3 ANKRD2 ASPH CAPN3 CSRP1 CSRP2 CSRP3 DAG1 DMD JPH1 KRT19 MYBPC1 MYBPC2 MYBPC3 MYBPH MYH11 MYH8 MYL1 MYL11 MYL2 MYL3 MYL5 MYL6 MYL6B MYL9 MYOM1 MYOM2 MYOT NEB NEBL NEXN OBSCN PLEC SMTN SORBS2 SYNM TCAP TPM1 TPM2 TPM4 TTN GOMF_STRUCTURAL_CONSTITUENT_OF_MYELIN_SHEATH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_STRUCTURAL_CONSTITUENT_OF_MYELIN_SHEATH CMTM8 GPM6B MAL MAL2 MALL MARVELD1 MBP MOBP NCMAP PLLP PLP1 GOMF_STRUCTURAL_CONSTITUENT_OF_NUCLEAR_PORE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_STRUCTURAL_CONSTITUENT_OF_NUCLEAR_PORE NDC1 NPAP1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP214 NUP35 NUP54 NUP58 NUP62 NUP62CL NUP85 NUP88 NUP93 NUP98 NUTF2 POM121 POM121B POM121C POM121L2 TPR GOMF_STRUCTURAL_CONSTITUENT_OF_POSTSYNAPSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_STRUCTURAL_CONSTITUENT_OF_POSTSYNAPSE ACTB ACTBL2 ACTG1 ACTL9 ACTN1 DBNL DLG1 DNM3 HOMER1 INA NEFH NEFL POTEE POTEF POTEI POTEJ POTEKP RAPSN SHANK1 SHANK2 SPTBN2 GOMF_STRUCTURAL_CONSTITUENT_OF_POSTSYNAPTIC_ACTIN_CYTOSKELETON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_STRUCTURAL_CONSTITUENT_OF_POSTSYNAPTIC_ACTIN_CYTOSKELETON ACTB ACTBL2 ACTG1 ACTL9 DBNL POTEE POTEF POTEI POTEJ POTEKP GOMF_STRUCTURAL_CONSTITUENT_OF_PRESYNAPTIC_ACTIVE_ZONE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_STRUCTURAL_CONSTITUENT_OF_PRESYNAPTIC_ACTIVE_ZONE BSN CTBP2 ERC1 ERC2 PCLO GOMF_STRUCTURAL_CONSTITUENT_OF_RIBOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_STRUCTURAL_CONSTITUENT_OF_RIBOSOME DAP3 FAU IMP3 LINC01004 LZTS1-AS1 MRPL1 MRPL10 MRPL11 MRPL12 MRPL13 MRPL14 MRPL15 MRPL16 MRPL17 MRPL18 MRPL19 MRPL2 MRPL20 MRPL21 MRPL22 MRPL23 MRPL24 MRPL27 MRPL28 MRPL3 MRPL30 MRPL32 MRPL33 MRPL34 MRPL35 MRPL36 MRPL37 MRPL4 MRPL41 MRPL42 MRPL43 MRPL46 MRPL47 MRPL49 MRPL51 MRPL52 MRPL54 MRPL55 MRPL57 MRPL9 MRPS11 MRPS12 MRPS14 MRPS15 MRPS16 MRPS17 MRPS18A MRPS18B MRPS18C MRPS2 MRPS21 MRPS22 MRPS23 MRPS24 MRPS25 MRPS30 MRPS31 MRPS33 MRPS34 MRPS35 MRPS5 MRPS6 MRPS7 MRPS9 NDUFA7 RNA5-8SN5 RNA5S1 RNA5S9 RPL10 RPL10A RPL10L RPL11 RPL12 RPL13 RPL13A RPL13AP3 RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL22L1 RPL23 RPL23A RPL24 RPL26 RPL26L1 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL36AL RPL37 RPL37A RPL37AP8 RPL38 RPL39 RPL39L RPL39P5 RPL3L RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL7L1 RPL8 RPL9 RPLP0 RPLP0P6 RPLP1 RPLP2 RPS10 RPS10P5 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS7 RPS8 RPS9 RPSA RPSA2 RSL24D1 SRBD1 UBA52 GOMF_STRUCTURAL_CONSTITUENT_OF_SKIN_EPIDERMIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_STRUCTURAL_CONSTITUENT_OF_SKIN_EPIDERMIS FLG KRT1 KRT10 KRT2 KRT3 KRT36 KRT4 KRT5 KRT6A KRT6B KRT6C KRT7 KRT71 KRT72 KRT73 KRT74 KRT75 KRT76 KRT77 KRT78 KRT79 KRT80 KRT81 KRT82 KRT83 KRT84 KRT85 KRT86 KRTAP1-3 KRTAP5-8 LORICRIN PI3 PKP1 PNPLA1 SPRR1A SPRR2E GOMF_STRUCTURAL_CONSTITUENT_OF_SYNAPSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_STRUCTURAL_CONSTITUENT_OF_SYNAPSE ACTB ACTBL2 ACTG1 ACTL9 ACTN1 BSN CTBP2 DBNL DLG1 DNM3 ERC1 ERC2 HOMER1 INA NEFH NEFL PCLO POTEE POTEF POTEI POTEJ POTEKP PPFIA2 RAPSN SHANK1 SHANK2 SPTBN2 GOMF_STRUCTURAL_CONSTITUENT_OF_TOOTH_ENAMEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_STRUCTURAL_CONSTITUENT_OF_TOOTH_ENAMEL AMBN AMELX AMELY ENAM STATH TUFT1 GOMF_STRUCTURAL_MOLECULE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_STRUCTURAL_MOLECULE_ACTIVITY ABI3BP ACAN ACTA1 ACTB ACTBL2 ACTG1 ACTL6B ACTL7A ACTL7B ACTL9 ACTN1 ACTN2 ACTN3 ACTR2 ACTR3 ADD2 ADD3 ADIPOQ AEBP1 AGRN AHNAK AMBN AMELX AMELY ANK1 ANK2 ANK3 ANKRD2 ANOS1 APOE ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 ASPH ASPN BFSP1 BFSP2 BGLAP BGN BICD1 BSN BVES CAPN3 CCDC6 CCN1 CD2AP CD4 CENPA CHADL CHI3L1 CILP CLDN1 CLDN10 CLDN11 CLDN14 CLDN15 CLDN16 CLDN17 CLDN18 CLDN19 CLDN2 CLDN20 CLDN22 CLDN23 CLDN24 CLDN25 CLDN3 CLDN34 CLDN4 CLDN5 CLDN6 CLDN7 CLDN8 CLDN9 CLTA CLTB CLTC CLTCL1 CMTM8 COL10A1 COL11A1 COL11A2 COL12A1 COL13A1 COL14A1 COL15A1 COL16A1 COL17A1 COL18A1 COL19A1 COL1A1 COL1A2 COL21A1 COL22A1 COL23A1 COL24A1 COL25A1 COL27A1 COL28A1 COL2A1 COL3A1 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 COL5A1 COL5A2 COL5A3 COL6A1 COL6A2 COL6A3 COL6A5 COL6A6 COL7A1 COL8A1 COL8A2 COL9A1 COL9A2 COL9A3 COLQ COMP COPA COPB1 COPB2 COPE COPG1 COPG2 CPOX CRELD1 CROCC CRYAA CRYAB CRYBA1 CRYBA2 CRYBA4 CRYBB1 CRYBB2 CRYBB3 CRYBG3 CRYGA CRYGB CRYGC CRYGD CRYGN CRYGS CSRP1 CSRP2 CSRP3 CTBP2 CTHRC1 CTNNA1 CTNNA2 CYLC1 CYLC2 DAG1 DAP3 DBNL DCN DCTN3 DES DLG1 DMD DNM3 DPT DSP DSPP DST ECM1 EDIL3 EFEMP1 EFEMP2 EIF3A ELN EMILIN1 EMILIN2 EMILIN3 ENAM EPB41 EPB41L1 EPB41L2 EPB41L3 EPB41L4B EPB42 EPPK1 ERBIN ERC1 ERC2 ERVK13-1 EVPL FAU FBLN1 FBLN2 FBLN5 FBN1 FBN2 FBN3 FGA FGB FGG FGL2 FLG FLG2 FMOD FN1 GFAP GNL1 GPM6B H1-0 H1-1 H1-10 H1-2 H1-3 H1-4 H1-5 H1-6 H1-8 H2AB1 H2AB2 H2AB3 H2AC1 H2AC11 H2AC12 H2AC13 H2AC15 H2AC16 H2AC17 H2AC18 H2AC19 H2AC20 H2AC21 H2AC25 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AL3 H2AX H2AZ1 H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC18 H2BC19P H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H2BK1 H2BN1 H2BW1 H2BW2 H3-3A H3-3B H3-4 H3-5 H3-7 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H3Y1 H3Y2 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C7 H4C8 H4C9 HAPLN1 HAPLN4 HIP1 HLA-DRB1 HMCN1 HMCN2 HMGA1 HMGCL HMOX1 HOMER1 HSPB2 HSPB6 HSPG2 IGFBP7 IMP3 IMPG1 IMPG2 INA JAG1 JPH1 JUP KLHL3 KRT1 KRT10 KRT12 KRT13 KRT14 KRT15 KRT16 KRT17 KRT18 KRT19 KRT2 KRT20 KRT222 KRT23 KRT24 KRT25 KRT26 KRT27 KRT28 KRT3 KRT31 KRT32 KRT33A KRT33B KRT34 KRT35 KRT36 KRT37 KRT38 KRT39 KRT4 KRT40 KRT5 KRT6A KRT6B KRT6C KRT7 KRT71 KRT72 KRT73 KRT74 KRT75 KRT76 KRT77 KRT78 KRT79 KRT80 KRT81 KRT82 KRT83 KRT84 KRT85 KRT86 KRT9 KRTAP1-3 KRTAP11-1 KRTAP24-1 KRTAP25-1 KRTAP26-1 KRTAP27-1 KRTAP29-1 KRTAP3-1 KRTAP3-2 KRTAP3-3 KRTAP5-8 LAD1 LAMA1 LAMA2 LAMA3 LAMA4 LAMA5 LAMB1 LAMB2 LAMB3 LAMC1 LAMC2 LAMC3 LIM2 LINC01004 LLGL1 LMNA LMNB1 LMNB2 LMNTD2 LORICRIN LTBP1 LTBP2 LTBP4 LUM LZTS1-AS1 MACF1 MACROH2A1 MACROH2A2 MAL MAL2 MALL MAP1A MAP1B MAP2 MAP4 MAP7 MAPK8IP2 MARCOL MARVELD1 MATN1 MATN2 MATN3 MATR3 MBP MEPE MFAP2 MFAP4 MFAP5 MFGE8 MGP MIP MMRN1 MMRN2 MOBP MPZ MPZL1 MRPL1 MRPL10 MRPL11 MRPL12 MRPL13 MRPL14 MRPL15 MRPL16 MRPL17 MRPL18 MRPL19 MRPL2 MRPL20 MRPL21 MRPL22 MRPL23 MRPL24 MRPL27 MRPL28 MRPL3 MRPL30 MRPL32 MRPL33 MRPL34 MRPL35 MRPL36 MRPL37 MRPL4 MRPL41 MRPL42 MRPL43 MRPL46 MRPL47 MRPL49 MRPL51 MRPL52 MRPL54 MRPL55 MRPL57 MRPL9 MRPS11 MRPS12 MRPS14 MRPS15 MRPS16 MRPS17 MRPS18A MRPS18B MRPS18C MRPS2 MRPS21 MRPS22 MRPS23 MRPS24 MRPS25 MRPS30 MRPS31 MRPS33 MRPS34 MRPS35 MRPS5 MRPS6 MRPS7 MRPS9 MSN MUC17 MUC3A MUC4 MUC5AC MUC6 MXRA5 MYBPC1 MYBPC2 MYBPC3 MYBPH MYH11 MYH8 MYL1 MYL11 MYL2 MYL3 MYL5 MYL6 MYL6B MYL9 MYOM1 MYOM2 MYOT NCMAP NDC1 NDUFA7 NEB NEBL NEFH NEFL NEFM NEXN NID1 NID2 NPAP1 NPHP1 NPHP4 NPNT NUMA1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP214 NUP35 NUP54 NUP58 NUP62 NUP62CL NUP85 NUP88 NUP93 NUP98 NUTF2 OBSCN OC90 ODF2 OGN OLFM4 OPTC OTOL1 PANX1 PANX2 PANX3 PCLO PCOLCE PGM5 PI3 PKP1 PLEC PLLP PLP1 PLS1 PNN PNPLA1 PODN POM121 POM121B POM121C POM121L2 POSTN POTEE POTEF POTEI POTEJ POTEKP PPFIA2 PPL PRELP PRG2 PRG3 PRG4 PRPH PSMD11 PSMD13 PXDN RAPSN RNA5-8SN5 RNA5S1 RNA5S9 ROCK2 RPL10 RPL10A RPL10L RPL11 RPL12 RPL13 RPL13A RPL13AP3 RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL22L1 RPL23 RPL23A RPL24 RPL26 RPL26L1 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL36AL RPL37 RPL37A RPL37AP8 RPL38 RPL39 RPL39L RPL39P5 RPL3L RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL7L1 RPL8 RPL9 RPLP0 RPLP0P6 RPLP1 RPLP2 RPS10 RPS10P5 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS7 RPS8 RPS9 RPSA RPSA2 RSL24D1 SBSPON SEC13 SEC31A SEC31B SEH1L SEPTIN4 SEPTIN5 SEPTIN7 SHANK1 SHANK2 SMTN SNTA1 SNTB1 SNTB2 SNTG1 SNTG2 SORBS2 SORBS3 SPAG4 SPARC SPON1 SPRR1A SPRR1B SPRR2E SPRR3 SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SRBD1 SRPX SRPX2 STATH STX2 SYNM TCAP TECTA TECTB TFPI2 TGFBI TGM3 THBS1 THBS2 THBS3 THSD4 TINAGL1 TLN1 TLN2 TMEM30A TNC TNXB TPM1 TPM2 TPM4 TPR TTN TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B TUBD1 TUBE1 TUBG1 TUBG2 TUBGCP3 TUBGCP4 TUFT1 UBA52 UPK1B VCAN VCL VILL VIM VPS25 VTN VWA1 VWF YEATS4 ZP1 ZP2 ZP3 ZP4 GOMF_STRUCTURAL_MOLECULE_ACTIVITY_CONFERRING_ELASTICITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_STRUCTURAL_MOLECULE_ACTIVITY_CONFERRING_ELASTICITY AHNAK ELN EMILIN1 EMILIN2 EMILIN3 FBLN2 FBLN5 FBN1 FBN2 LAMC1 MMRN1 TTN GOMF_SUCCINATE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SUCCINATE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY SLC13A2 SLC13A3 SLC13A5 SLC16A1 SLC25A10 SLC25A11 GOMF_SUGAR_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SUGAR_TRANSMEMBRANE_TRANSPORTER_ACTIVITY MFSD4A MFSD4B PPBP SLC23A1 SLC23A2 SLC23A3 SLC2A1 SLC2A10 SLC2A11 SLC2A12 SLC2A14 SLC2A2 SLC2A3 SLC2A4 SLC2A5 SLC2A6 SLC2A7 SLC2A8 SLC2A9 SLC45A1 SLC45A2 SLC45A3 SLC50A1 SLC5A1 SLC5A10 SLC5A11 SLC5A2 SLC5A3 SLC5A4 SLC5A9 GOMF_SULFATE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SULFATE_BINDING CD34 GNS RCC1 SMAD4 SULT1A3 SULT1A4 GOMF_SULFATE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SULFATE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY SLC13A1 SLC13A4 SLC25A10 SLC25A11 SLC26A1 SLC26A10P SLC26A11 SLC26A2 SLC26A3 SLC26A4 SLC26A5 SLC26A6 SLC26A7 SLC26A8 SLC26A9 UCP2 GOMF_SULFATIDE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SULFATIDE_BINDING CLN3 CLN6 MANF PPT1 TPP1 TREM2 GOMF_SULFOTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SULFOTRANSFERASE_ACTIVITY CHST1 CHST10 CHST11 CHST12 CHST13 CHST14 CHST15 CHST2 CHST3 CHST4 CHST5 CHST6 CHST7 CHST8 CHST9 DSEL GAL3ST1 GAL3ST2 GAL3ST3 GAL3ST4 HS2ST1 HS3ST1 HS3ST2 HS3ST3A1 HS3ST3B1 HS3ST4 HS3ST5 HS3ST6 HS6ST1 HS6ST2 HS6ST3 NDST1 NDST2 NDST3 NDST4 SULT1A1 SULT1A2 SULT1A3 SULT1A4 SULT1B1 SULT1C2 SULT1C3 SULT1C4 SULT1E1 SULT2A1 SULT2B1 SULT4A1 SULT6B1 TPST1 TPST2 UST WSCD1 WSCD2 GOMF_SULFURIC_ESTER_HYDROLASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SULFURIC_ESTER_HYDROLASE_ACTIVITY ARSA ARSB ARSD ARSF ARSG ARSH ARSI ARSJ ARSK ARSL GALNS GNS IDS SGSH STS SULF1 SULF2 GOMF_SULFURTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SULFURTRANSFERASE_ACTIVITY CTU2 LIAS MOCOS MOCS2 MOCS3 MPST NFS1 TRMU TST TSTD1 UBA6 GOMF_SULFUR_AMINO_ACID_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SULFUR_AMINO_ACID_TRANSMEMBRANE_TRANSPORTER_ACTIVITY CTNS MFSD12 SLC1A1 SLC1A2 SLC1A4 SLC25A12 SLC25A13 SLC3A1 SLC43A2 SLC7A11 SLC7A9 GOMF_SULFUR_COMPOUND_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SULFUR_COMPOUND_BINDING AAMP ACACB ACADL ACADVL ACBD3 ACBD4 ACBD5 ACBD6 ACBD7 ACOT7 ACP5 ADA2 ADAMTS1 ADAMTS15 ADAMTS3 ADAMTS5 ADAMTS8 ADAMTSL5 ADGRE2 ADGRG1 AGRN ALK ANG ANGPTL3 ANOS1 ANXA6 AOC1 APLP1 APLP2 APOA5 APOB APOE APOH APP ATP13A2 AZU1 BMP4 BMP7 BMT2 BSPH1 CBS CCDC80 CCL15 CCL23 CCL7 CCL8 CCN1 CCN2 CCN3 CCN4 CCN5 CCN6 CD34 CEL CFH CHST12 CHST15 CLEC3B COL11A1 COL11A2 COL13A1 COL17A1 COL23A1 COL25A1 COL28A1 COL5A1 COL5A3 COLQ COMP CRISPLD2 CTSG CXCL10 CXCL11 CXCL13 CXCL6 CXCL8 DBI DBT DEFB106A DEFB106B DHTKD1 DPYSL3 ECI2 ECM2 EFEMP2 ELANE ELSPBP1 ENPP1 ENSG00000205794 ENSG00000274276 EVA1C F11 F2 FBLN7 FBN1 FGF1 FGF10 FGF2 FGF20 FGF4 FGF7 FGF9 FGFBP1 FGFBP3 FGFR1 FGFR2 FGFR4 FGFRL1 FN1 FST FSTL1 FTH1 FTH1P19 FTHL17 FTL FTMT FTSJ1 FURIN FXN GAL3ST3 GAL3ST4 GCDH GLRA1 GNMT GNS GPNMB GREM2 GSTP1 H1-1 HACL1 HADHA HBEGF HDGF HLCS HPSE2 HRG HS3ST5 HSD17B12 ILVBL IMPG1 IMPG2 ITGA2 KMT5B KMT5C KNG1 LAMC2 LGR6 LIPC LIPG LIPH LIPI LPA LPL LRP1 LRPAP1 LRTM1 LRTM2 LTBP2 LTF LXN MCCC1 MDK METTL14 METTL17 METTL3 METTL5 MIOX MOCS1 MPIG6B MPO MSTN MUC2 N6AMT1 NAA80 NAV2 NDNF NELL1 NELL2 NRP1 NRP2 OGDH OGDHL P2RX1 PAFAH1B1 PANK1 PANK3 PARK7 PC PCCA PCIF1 PCOLCE PCOLCE2 PCSK6 PDCD5 PF4 PF4V1 PGF PLA2G2D PNPLA3 POSTN PPIA PRELP PRG2 PRMT1 PRMT8 PRNP PRSS57 PTCH1 PTN PTPRC PTPRF PTPRS RCC1 REG4 RPL22 RPL29 RRM2 RSPO1 RSPO2 RSPO3 RSPO4 RTN4R RTN4RL1 RYR2 SAA1 SCP2 SELL SELP SEMA5A SERPINA10 SERPINA5 SERPINC1 SERPIND1 SERPINE2 SETD6 SFRP1 SLIT1 SLIT2 SLIT3 SMAD4 SMOC1 SMOC2 SOAT1 SOAT2 SOD3 SOST SULT1A1 SULT1A3 SULT1A4 SULT1C3 SULT2A1 SUMF1 SUV39H2 TAF1 TENM1 TF TGFBR3 TH THBS1 THBS2 THBS3 THBS4 TKT TKTL1 TKTL2 TMEM184A TNXB TPK1 TPMT TSR3 TWSG1 VEGFA VEGFB VTN ZCCHC4 ZNF146 ZNF207 GOMF_SULFUR_COMPOUND_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SULFUR_COMPOUND_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ABCC1 ABCC10 ABCC11 ABCC2 ABCC3 ABCC4 ABCC6 ABCD1 ABCG2 ATP7A ATP7B CTNS MFSD12 RALBP1 SLC13A1 SLC13A4 SLC16A6 SLC19A2 SLC19A3 SLC1A1 SLC1A2 SLC1A4 SLC22A1 SLC22A2 SLC25A10 SLC25A11 SLC25A12 SLC25A13 SLC25A19 SLC25A26 SLC25A47 SLC26A1 SLC26A10P SLC26A11 SLC26A2 SLC26A3 SLC26A4 SLC26A5 SLC26A6 SLC26A7 SLC26A8 SLC26A9 SLC27A1 SLC33A1 SLC35B2 SLC35B3 SLC36A1 SLC3A1 SLC43A2 SLC44A4 SLC47A1 SLC5A6 SLC6A11 SLC6A13 SLC6A6 SLC7A11 SLC7A9 UCP2 GOMF_SUMO_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SUMO_BINDING CASP8AP2 CBX4 GCNA HABP4 HERC2 PELP1 PML RNF111 RNF4 SERBP1 SIMC1 SOBP TDG TOLLIP UBA2 USP25 USPL1 GOMF_SUMO_LIGASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SUMO_LIGASE_ACTIVITY CBX4 EGR2 KIAA1586 NSMCE2 PIAS1 PIAS2 PIAS3 PIAS4 RANBP2 TRIM60 ZBED1 ZMIZ1 ZMIZ2 ZNF451 GOMF_SUMO_POLYMER_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SUMO_POLYMER_BINDING CASP8AP2 GCNA RNF111 RNF4 SIMC1 SOBP GOMF_SUMO_TRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SUMO_TRANSFERASE_ACTIVITY CBX4 EGR2 HDAC4 HDAC7 KIAA1586 MDM2 MUL1 NSMCE2 PIAS1 PIAS2 PIAS3 PIAS4 PML RANBP2 RNF212 RNF212B TOPORS TRIM27 TRIM28 TRIM60 UBE2I UHRF2 ZBED1 ZMIZ1 ZMIZ2 ZNF451 GOMF_SUPERCOILED_DNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SUPERCOILED_DNA_BINDING ABL1 HMGB1 HMGB2 PSIP1 RPS3 TOP1 GOMF_SUPEROXIDE_GENERATING_NADPH_OXIDASE_ACTIVATOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SUPEROXIDE_GENERATING_NADPH_OXIDASE_ACTIVATOR_ACTIVITY NCF1 NCF1B NCF1C NCF2 NCF4 NOXA1 NOXO1 PDGFB SH3PXD2A SH3PXD2B GOMF_SUPEROXIDE_GENERATING_NAD_P_H_OXIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SUPEROXIDE_GENERATING_NAD_P_H_OXIDASE_ACTIVITY CYBA CYBB DUOX1 DUOX2 NCF1 NCF2 NOX1 NOX3 NOX4 NOX5 GOMF_SYMPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SYMPORTER_ACTIVITY CTNS MFSD12 MFSD2A MFSD2B MFSD4B SLC10A1 SLC10A2 SLC10A3 SLC10A4 SLC10A5 SLC10A6 SLC10A7 SLC11A2 SLC12A1 SLC12A2 SLC12A3 SLC12A4 SLC12A5 SLC12A6 SLC12A7 SLC12A8 SLC12A9 SLC13A1 SLC13A2 SLC13A3 SLC13A4 SLC13A5 SLC15A1 SLC15A2 SLC15A3 SLC15A4 SLC15A5 SLC16A1 SLC16A11 SLC16A13 SLC16A14 SLC16A3 SLC16A4 SLC16A5 SLC16A6 SLC16A7 SLC16A8 SLC16A9 SLC17A1 SLC17A2 SLC17A3 SLC17A4 SLC17A5 SLC17A6 SLC17A7 SLC17A8 SLC18A1 SLC18A2 SLC1A1 SLC1A2 SLC1A3 SLC1A4 SLC1A5 SLC1A6 SLC1A7 SLC20A1 SLC20A2 SLC22A1 SLC22A18 SLC22A4 SLC22A5 SLC23A1 SLC23A2 SLC24A1 SLC24A2 SLC24A3 SLC24A4 SLC24A5 SLC25A18 SLC25A22 SLC25A3 SLC28A1 SLC28A2 SLC28A3 SLC29A1 SLC2A10 SLC2A12 SLC2A13 SLC2A9 SLC32A1 SLC34A1 SLC34A2 SLC34A3 SLC36A1 SLC36A2 SLC36A3 SLC36A4 SLC38A1 SLC38A2 SLC38A3 SLC38A4 SLC38A7 SLC39A10 SLC39A12 SLC39A14 SLC39A4 SLC39A5 SLC39A6 SLC39A8 SLC45A1 SLC45A2 SLC45A3 SLC45A4 SLC46A1 SLC46A2 SLC46A3 SLC4A10 SLC4A11 SLC4A4 SLC4A5 SLC4A7 SLC4A8 SLC4A9 SLC5A1 SLC5A10 SLC5A11 SLC5A12 SLC5A2 SLC5A3 SLC5A4 SLC5A5 SLC5A6 SLC5A7 SLC5A8 SLC5A9 SLC6A1 SLC6A11 SLC6A12 SLC6A13 SLC6A14 SLC6A15 SLC6A16 SLC6A17 SLC6A18 SLC6A19 SLC6A2 SLC6A20 SLC6A3 SLC6A4 SLC6A5 SLC6A6 SLC6A7 SLC6A8 SLC6A9 GOMF_SYNDECAN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SYNDECAN_BINDING GPNMB HPSE SDCBP SEMA5A TNC GOMF_SYNTAXIN_1_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SYNTAXIN_1_BINDING CPLX2 DAPK1 LRRK2 NSF PRRT2 SLC6A4 SNAP23 SNAP25 SNPH STXBP1 STXBP2 STXBP3 STXBP5 SYT1 UNC13A UNC13B UNC13C VAMP2 VAMP3 GOMF_SYNTAXIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_SYNTAXIN_BINDING ABCA1 ABL1 BAIAP3 BLOC1S6 CACNA1A CPLX1 CPLX2 CPLX3 CPLX4 DAPK1 DOC2B GOLGA2 HECTD3 LRRK2 NAPA NAPB NAPG NSF PRRT2 PTPN2 RAB11A SCFD1 SLC6A4 SNAP23 SNAP25 SNAP29 SNAP47 SNPH STX10 STX16 STX6 STX7 STX8 STXBP1 STXBP2 STXBP3 STXBP4 STXBP5 STXBP5L SYT1 SYT10 SYT13 SYT15 SYT17 SYT2 SYT5 SYT6 SYT7 SYT8 TMED10 TMED9 TPCN1 TXLNA TXLNB TXLNG TXLNGY UNC13A UNC13B UNC13C VAMP1 VAMP2 VAMP3 VAMP8 VPS11 VPS18 VPS52 VPS54 GOMF_S_ACYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_S_ACYLTRANSFERASE_ACTIVITY DLAT DLST FASN GLUL MCAT YKT6 ZDHHC1 ZDHHC11 ZDHHC11B ZDHHC12 ZDHHC13 ZDHHC14 ZDHHC15 ZDHHC16 ZDHHC17 ZDHHC18 ZDHHC19 ZDHHC2 ZDHHC20 ZDHHC21 ZDHHC22 ZDHHC23 ZDHHC24 ZDHHC3 ZDHHC4 ZDHHC5 ZDHHC6 ZDHHC7 ZDHHC8 ZDHHC9 GOMF_S_ADENOSYLMETHIONINE_DEPENDENT_METHYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_S_ADENOSYLMETHIONINE_DEPENDENT_METHYLTRANSFERASE_ACTIVITY ALKBH8 ANTKMT ARMT1 AS3MT ASH1L ASMT ASMTL ATPSCKMT BCDIN3D BMT2 BUD23 CAMKMT CARM1 CARNMT1 CIAPIN1 CMTR1 CMTR2 COMT COMTD1 COQ3 COQ5 CSKMT DIMT1 DNMT1 DNMT3A DNMT3B DNMT3L DOT1L DPH5 EEF1AKMT1 EEF1AKMT2 EEF1AKMT3 EEF1AKMT4 EEF1AKMT4-ECE2 EEF2KMT EHMT1 EHMT2 EMG1 ETFBKMT EZH1 EZH2 FAM86B1 FAM86B2 FASN FBL FBLL1 FBXO11 FDXACB1 FTSJ1 FTSJ3 GAMT GNMT GSTCD HEMK1 HENMT1 HNMT ICMT INMT JARID2 KMT2A KMT2B KMT2C KMT2D KMT5A KMT5B KMT5C LCMT1 LCMT2 MECOM MEPCE METTL1 METTL13 METTL14 METTL15 METTL15P1 METTL16 METTL17 METTL18 METTL21A METTL21C METTL21EP METTL22 METTL23 METTL25 METTL25B METTL26 METTL27 METTL2A METTL2B METTL3 METTL4 METTL5 METTL6 METTL7A METTL7B METTL8 METTL9 MRM1 MRM2 MRM3 N6AMT1 NDUFAF5 NDUFAF7 NNMT NOP2 NSD1 NSD2 NSD3 NSUN2 NSUN3 NSUN4 NSUN5 NSUN5P1 NSUN5P2 NSUN6 NSUN7 NTMT1 NTMT2 PCIF1 PCMT1 PCMTD1 PCMTD2 PEMT PNMT PRDM16 PRDM2 PRDM6 PRDM7 PRDM8 PRDM9 PRMT1 PRMT2 PRMT3 PRMT5 PRMT6 PRMT7 PRMT8 PRMT9 RNMT RRP8 SETBP1 SETD1A SETD1B SETD2 SETD3 SETD4 SETD5 SETD6 SETD7 SETD9 SETDB1 SETDB2 SETMAR SMS SMYD1 SMYD2 SMYD3 SMYD5 SRM SUV39H1 SUV39H2 TARBP1 TFB1M TFB2M TGS1 THUMPD2 THUMPD3 TPMT TRDMT1 TRMO TRMT1 TRMT10A TRMT10B TRMT10C TRMT11 TRMT12 TRMT1L TRMT2A TRMT2B TRMT44 TRMT5 TRMT61A TRMT61B TRMT9B TTLL12 VCPKMT WDR5 ZCCHC4 GOMF_S_ADENOSYL_L_METHIONINE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_S_ADENOSYL_L_METHIONINE_BINDING BMT2 CBS ENSG00000274276 FTSJ1 GNMT KMT5B KMT5C METTL14 METTL17 METTL3 METTL5 MOCS1 N6AMT1 PCIF1 PRMT1 PRMT8 SETD6 SUV39H2 TPMT TSR3 ZCCHC4 GOMF_S_METHYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_S_METHYLTRANSFERASE_ACTIVITY ASMT BHMT BHMT2 DNMT3A INMT KMT2A METTL7B MGMT MTR TPMT GOMF_TAP_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TAP_BINDING HLA-A HLA-B HLA-C HLA-F TAP1 TAP2 TAPBP GOMF_TASTE_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TASTE_RECEPTOR_ACTIVITY FFAR4 PKD1L3 PKD2L1 TAS1R1 TAS1R2 TAS1R3 TAS2R1 TAS2R10 TAS2R13 TAS2R14 TAS2R16 TAS2R19 TAS2R20 TAS2R3 TAS2R30 TAS2R31 TAS2R38 TAS2R39 TAS2R4 TAS2R40 TAS2R41 TAS2R42 TAS2R43 TAS2R45 TAS2R46 TAS2R5 TAS2R50 TAS2R60 TAS2R7 TAS2R8 TAS2R9 GOMF_TAT_PROTEIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TAT_PROTEIN_BINDING ACTB CTDP1 DLL1 DNAJA1 GABARAPL1 MDFIC NPM1 SMARCA4 SMARCB1 TRIM32 GOMF_TAU_PROTEIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TAU_PROTEIN_BINDING AATF ACTB APOE BAG2 BIN1 BRSK1 BRSK2 CDK5 CLU DCTN1 DYRK1A EP300 FKBP4 FYN GSK3A GSK3B HDAC6 HSP90AA1 HSP90AB1 HSPA2 LGMN MAP1A MAP2 MARK1 MARK2 MARK3 MARK4 PICALM PIN1 PPP2CA PPP2CB PPP5C PRKAA1 ROCK1 ROCK2 S100B SMAD2 SNCA STUB1 TAOK1 TAOK2 TTBK1 TTBK2 GOMF_TAU_PROTEIN_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TAU_PROTEIN_KINASE_ACTIVITY BRSK1 BRSK2 CDK5 CSNK1D DYRK1A FYN GSK3A GSK3B MARK1 MARK2 MARK3 MARK4 PHKG1 PHKG2 PRKAA1 ROCK1 ROCK2 SIK3 TAOK1 TAOK2 TTBK1 TTBK2 GOMF_TBP_CLASS_PROTEIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TBP_CLASS_PROTEIN_BINDING AHR BRF1 BRF2 BTAF1 CAND1 CAND2 DR1 DRAP1 ESR1 GTF2A1 GTF2A2 GTF2B HHEX NR3C1 NR3C2 RUVBL1 RUVBL2 TAF1 TAF11 TAF12 TAF13 TAF1B TAF1L THRA YEATS2 GOMF_TELETHONIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TELETHONIN_BINDING BMP10 CSRP3 KCNE1 MYOZ1 MYOZ2 MYOZ3 TTN GOMF_TELOMERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TELOMERASE_ACTIVITY DKC1 PTGES3 TEP1 TERC TERF1 TERF2 TERT GOMF_TELOMERASE_INHIBITOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TELOMERASE_INHIBITOR_ACTIVITY ERCC4 PIF1 PINX1 POT1 TEN1 GOMF_TELOMERASE_RNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TELOMERASE_RNA_BINDING DCP2 DHX36 DKC1 EXOSC10 GAR1 HNRNPC HNRNPU NAF1 NHP2 NOP10 PARN PINX1 SMG5 SMG6 SMG7 SNRPB SNRPD3 TENT4B TEP1 TERT WRAP53 XRN1 GOMF_TELOMERIC_DNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TELOMERIC_DNA_BINDING ACD APEX1 BLM CTC1 HMBOX1 HNRNPA1 HNRNPA2B1 HNRNPD KDM1A NABP2 NCL PIF1 POT1 PURA RAD50 RPA1 RPA2 RPA4 SMG1 SMG5 SMG6 SMG7 STN1 TELO2 TEN1 TERF1 TERF2 TERF2IP TERT TINF2 TP53BP1 UPF1 UPF2 UPF3A WRN XRCC5 XRCC6 ZBTB10 ZBTB48 GOMF_TESTOSTERONE_17_BETA_DEHYDROGENASE_NADPPLUS_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TESTOSTERONE_17_BETA_DEHYDROGENASE_NADPPLUS_ACTIVITY AKR1B15 AKR1C1 AKR1C3 AKR1C4 DHRS1 HSD17B1 HSD17B14 HSD17B3 HSD17B6 GOMF_TESTOSTERONE_DEHYDROGENASE_NADPLUS_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TESTOSTERONE_DEHYDROGENASE_NADPLUS_ACTIVITY AKR1C3 AKR1C4 DHRS9 HSD17B1 HSD17B10 HSD17B2 HSD17B6 HSD17B8 GOMF_TESTOSTERONE_DEHYDROGENASE_NAD_P_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TESTOSTERONE_DEHYDROGENASE_NAD_P_ACTIVITY AKR1C1 AKR1C3 AKR1C4 DHRS9 HSD17B1 HSD17B10 HSD17B2 HSD17B3 HSD17B6 HSD17B8 SRD5A2 GOMF_TETRAPYRROLE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TETRAPYRROLE_BINDING ABCB6 ADGB AMBP BACH1 CAT CBLIF CBS CD320 COX15 CUBN CYB561D1 CYB561D2 CYB5A CYB5B CYB5D2 CYB5R4 CYBA CYBB CYC1 CYCS CYGB CYP11A1 CYP11B1 CYP11B2 CYP17A1 CYP19A1 CYP1A1 CYP1A2 CYP1B1 CYP20A1 CYP21A2 CYP24A1 CYP26A1 CYP26B1 CYP26C1 CYP27A1 CYP27B1 CYP27C1 CYP2A13 CYP2A6 CYP2A7 CYP2B6 CYP2C18 CYP2C19 CYP2C8 CYP2C9 CYP2D6 CYP2D7 CYP2E1 CYP2F1 CYP2G1P CYP2J2 CYP2R1 CYP2S1 CYP2U1 CYP2W1 CYP39A1 CYP3A4 CYP3A43 CYP3A5 CYP3A7 CYP46A1 CYP4A11 CYP4A22 CYP4B1 CYP4F11 CYP4F12 CYP4F2 CYP4F22 CYP4F3 CYP4F8 CYP4V2 CYP4X1 CYP4Z1 CYP4Z2P CYP51A1 CYP7A1 CYP7B1 CYP8B1 DGCR8 DUOX1 DUOX2 EIF2AK1 ENSG00000274276 EPX FA2H FECH FLVCR1 FLVCR2 GUCY1A1 GUCY1A2 GUCY1B1 HBA1 HBA2 HBB HBD HBE1 HBG1 HBG2 HBM HBQ1 HBZ HCCS HEBP1 HEBP2 HMOX1 HMOX2 HRG IDO1 IDO2 JAK2 LMBRD1 LPO MB MMAB MMACHC MMUT MPO MT-CO1 MTR NGB NOS1 NOS2 NOS3 NOX4 NOX5 NR1D1 PGRMC1 PGRMC2 PTGES2 PTGIS PTGS1 PTGS2 PXDN PXDNL RSAD1 SDHC SDHD SLC48A1 SRC STC2 STEAP1 STEAP3 STEAP4 SUOX TBXAS1 TCN1 TCN2 TDO2 THAP4 TPO GOMF_TFIID_CLASS_TRANSCRIPTION_FACTOR_COMPLEX_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TFIID_CLASS_TRANSCRIPTION_FACTOR_COMPLEX_BINDING AHR EDF1 ERCC1 ERCC4 FBL NOP58 RUVBL1 RUVBL2 TP53 ZNHIT6 GOMF_THIAMINE_PYROPHOSPHATE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_THIAMINE_PYROPHOSPHATE_BINDING DHTKD1 HACL1 ILVBL OGDH OGDHL TKT TKTL1 TKTL2 GOMF_THIAMINE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_THIAMINE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY SLC19A2 SLC19A3 SLC22A1 SLC22A2 SLC25A19 SLC44A4 SLC47A1 GOMF_THIOESTERASE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_THIOESTERASE_BINDING ADRA2A ARF6 CDC42 HAUS7 RAC1 TRAF1 TRAF2 TRAF3 TRAF4 TRAF5 GOMF_THIOLESTER_HYDROLASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_THIOLESTER_HYDROLASE_ACTIVITY ABCD1 ABCD2 ABCD3 ABHD10 ABHD12 ABHD13 ABHD17A ABHD17B ABHD17C ACAA2 ACOT1 ACOT11 ACOT12 ACOT13 ACOT2 ACOT4 ACOT6 ACOT7 ACOT8 ACOT9 ACSBG2 BAAT ENSG00000205794 ESD FASN HAGH HAGHL HIBCH LYPLA1 LYPLA2 LYPLAL1 MBLAC2 OLAH PLA2G6 PNKD PPT1 PPT2 PTPRT THEM4 THEM5 GOMF_THIOL_OXIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_THIOL_OXIDASE_ACTIVITY ERO1A ERO1B GFER P4HB QSOX1 QSOX2 GOMF_THIOREDOXIN_DEPENDENT_PEROXIREDOXIN_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_THIOREDOXIN_DEPENDENT_PEROXIREDOXIN_ACTIVITY PRDX1 PRDX2 PRDX3 PRDX4 PRDX5 SELENOF GOMF_THIOREDOXIN_DISULFIDE_REDUCTASE_NADP_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_THIOREDOXIN_DISULFIDE_REDUCTASE_NADP_ACTIVITY NXN SELENOT TXN TXNDC2 TXNRD1 TXNRD2 TXNRD3 GOMF_THREONINE_TYPE_ENDOPEPTIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_THREONINE_TYPE_ENDOPEPTIDASE_ACTIVITY PRSS50 PSMB10 PSMB11 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 TASP1 GOMF_THREONINE_TYPE_PEPTIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_THREONINE_TYPE_PEPTIDASE_ACTIVITY AGA ASRGL1 BACE1 GGT1 GGT2P GGT3P GGT5 GGT6 GGT7 GGTLC1 GGTLC2 GGTLC3 PRSS50 PSMB10 PSMB11 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 TASP1 GOMF_THYROID_HORMONE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_THYROID_HORMONE_BINDING ALDH1A3 CRYM CTSH THRA THRB TTR GOMF_THYROID_HORMONE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_THYROID_HORMONE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY SLC16A10 SLC16A2 SLC17A4 SLC7A5 SLC7A8 SLCO1B1 SLCO1C1 SLCO4A1 GOMF_TITIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TITIN_BINDING ACTN2 ANKRD1 ANKRD23 CALM1 CALM2 CALM3 CAMK2D CAPN3 MYBPC1 MYBPC3 OBSCN TCAP TRIM63 GOMF_TOLL_LIKE_RECEPTOR_4_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TOLL_LIKE_RECEPTOR_4_BINDING DAB2IP LY96 S100A8 S100A9 TIRAP GOMF_TOLL_LIKE_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TOLL_LIKE_RECEPTOR_BINDING CD36 DAB2IP LY96 MYD88 S100A8 S100A9 SYK TIRAP TLR1 TLR10 TLR2 TLR6 TOLLIP UNC93B1 GOMF_TORC2_COMPLEX_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TORC2_COMPLEX_BINDING ARMH4 NCKAP1L PINK1 RPL23A SIRT6 GOMF_TOXIC_SUBSTANCE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TOXIC_SUBSTANCE_BINDING A4GALT ALB ASS1 AZU1 CHRNA7 DSG1 EPHX2 GUCY2C PHAX TMEM181 GOMF_TOXIN_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TOXIN_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ABCG1 LRP5 LRP6 SLC17A3 SLC22A1 SLC22A2 SLC22A3 SLC29A4 SLC7A8 GOMF_TPR_DOMAIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TPR_DOMAIN_BINDING HSP90AA1 HSP90AB1 PDE2A RAB8B SRP72 STUB1 TRAK1 GOMF_TRACE_AMINE_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TRACE_AMINE_RECEPTOR_ACTIVITY TAAR1 TAAR2 TAAR3P TAAR5 TAAR6 TAAR8 TAAR9 GOMF_TRAIL_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TRAIL_BINDING TNFRSF10A TNFRSF10B TNFRSF10C TNFRSF10D TNFSF10 GOMF_TRANSCRIPTION_COACTIVATOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TRANSCRIPTION_COACTIVATOR_ACTIVITY ABL1 ABT1 ACTL6A ACTL6B ACTN1 ACTN2 ACTN4 AIP ANKRD1 APBB1 APEX1 ARID1A ARID1B ARID5B ARL2BP ARRB1 ASXL1 ATN1 ATXN7L3 BCL10 BCL3 BCL9 BCL9L BIRC2 BRCA1 BRD4 BRD7 BRD8 BRDT BUD31 CALCOCO1 CAMTA2 CARM1 CBFB CCAR1 CCDC124 CCDC62 CD274 CEBPZ CENPJ CIITA CITED1 CITED2 CITED4 CNOT6 CNOT9 COPS5 CREBBP CTBP1 CTBP2 CTNNB1 DAXX DCAF6 DDX17 DHX9 DTX1 DYRK1A DYRK1B EDF1 ELK1 ENY2 EP300 ETS1 FGF2 FHL5 FIZ1 FUS GPS2 GTF2A1L HCFC1 HCFC2 HELZ2 HIPK2 HMGA1 HMGB1 HMGB2 HTATIP2 HYAL2 IL31RA ING4 IRF4 JADE1 JMY JUP KAT2A KAT2B KAT5 KAT6A KAT6B KAT8 KDM1A KDM4C KDM5A KMT2C KMT2D KMT2E LDB1 LMO1 LMO2 LMO3 LPIN1 LPIN2 LPIN3 MAGED1 MAK MAML1 MAML2 MAML3 MED1 MED12 MED12L MED13 MED14 MED16 MED17 MED20 MED21 MED23 MED24 MED26 MED27 MED30 MED4 MED6 MED7 MID2 MMS19 MRTFA MRTFB MTA1 MTA2 MTA3 MTDH MYCBP MYOCD MYSM1 NCOA1 NCOA2 NCOA3 NCOA4 NCOA6 NCOA7 NFKBIB NIBAN2 NME2 NOTCH1 NPAT NPM1 NRIP1 NUCKS1 NUP98 NUPR1 PAGE4 PARK7 PBXIP1 PCBD1 PDLIM1 PER2 PHF2 PKN1 PMF1 POU2AF1 POU2AF2 POU2AF3 PPARGC1A PPARGC1B PPRC1 PQBP1 PRDM16 PRKCB PRMT2 PSMC3IP PSMD9 RAP2C RBM14 RBPMS RERE RIPK3 RNF14 RNF20 RNF4 RRP1B RUVBL1 SERTAD2 SETD3 SETD4 SFR1 SIRT1 SLC30A9 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SNW1 SRA1 SRCAP SS18 SS18L1 SS18L2 SSBP3 SUB1 SUPT3H SUPT7L TACC1 TADA1 TADA2A TADA2B TADA3 TAF11 TAF11L11 TAF11L12 TAF11L13 TAF11L14 TAF11L2 TAF11L3 TAF11L4 TAF11L7 TAF11L9 TAF12 TAF5L TAF6 TAF6L TAF9 TCERG1 TDRD3 TGFB1I1 THRAP3 TMF1 TOX2 TOX3 TRERF1 TRIM13 TRIM14 TRIM15 TRIM21 TRIM22 TRIM24 TRIM25 TRIM27 TRIM28 TRIM31 TRIM32 TRIM37 TRIM38 TRIM5 TRIM52 TRIM62 TRIM8 TRIP11 TRIP4 UBE2L3 UBE3A USP16 USP21 USP22 UTF1 VGLL1 VGLL2 WBP2 WBP2NL WDR77 WNT3A WWC1 WWOX WWTR1 XPC YAF2 YAP1 ZBED1 ZFPM2 ZIC3 ZMIZ1 ZMIZ2 ZXDA ZXDC GOMF_TRANSCRIPTION_COACTIVATOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TRANSCRIPTION_COACTIVATOR_BINDING AHR AR ATF7 CCNT2 CDK9 CIT CREBBP EP300 EPAS1 ESR1 FLYWCH1 GATA1 GATA2 GATA3 GATA6 HAND2 HIF1A LHX3 MAP3K7 MED1 MED25 MED6 NFATC1 PGR PPARA PPARD RARA RELA RORA RPL23 SIX1 SMAD3 SMAD4 STAT1 STAT6 TEAD2 TERT TFAM THRB TRERF1 VGLL4 ZBTB17 ZBTB49 ZBTB8A GOMF_TRANSCRIPTION_COREGULATOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TRANSCRIPTION_COREGULATOR_ACTIVITY AASS ABL1 ABT1 ACTL6A ACTL6B ACTN1 ACTN2 ACTN4 AEBP2 AIP AJUBA AKIRIN1 AKIRIN2 ANKRD1 APBB1 APEX1 ARID1A ARID1B ARID3A ARID5A ARID5B ARL2BP ARRB1 ASXL1 ATF7IP ATF7IP2 ATN1 ATXN7L3 BASP1 BCL10 BCL3 BCL9 BCL9L BCLAF1 BCLAF3 BCOR BCORL1 BEND6 BIRC2 BRCA1 BRD4 BRD7 BRD8 BRDT BTAF1 BTG1 BTG2 BUD31 C18orf25 C1D C1QBP CALCOCO1 CAMTA1 CAMTA2 CARM1 CASP8AP2 CBFA2T2 CBFA2T3 CBFB CBX4 CCAR1 CCDC124 CCDC62 CCND1 CD274 CDY1 CDY1B CDY2A CDY2B CDYL CDYL2 CEBPZ CENPJ CHD4 CIITA CIR1 CITED1 CITED2 CITED4 CNOT2 CNOT6 CNOT7 CNOT9 COPS2 COPS5 CREBBP CREG1 CRYM CTBP1 CTBP2 CTNNB1 DAXX DCAF6 DDX1 DDX17 DDX54 DHRS7B DHX9 DMAP1 DNAJB1 DNMT3A DNMT3B DPF2 DTX1 DYRK1A DYRK1B EDF1 EID1 EID2 EID2B ELANE ELK1 ENO1 ENY2 EP300 ETS1 EWSR1 EZH1 EZH2 FBXL19 FGF2 FHL2 FHL3 FHL5 FIZ1 FLYWCH1 FOXP3 FUS GMNN GON4L GPS2 GTF2A1L HCFC1 HCFC2 HDAC1 HDAC3 HDAC7 HDAC9 HDGF HELZ2 HIPK2 HIRA HMGA1 HMGA2 HMGB1 HMGB2 HNRNPU HR HSBP1 HSBP1L1 HSPA1A HTATIP2 HYAL2 IL31RA ING4 IRF2BP1 IRF2BP2 IRF4 JADE1 JAZF1 JMJD1C JMY JUP KAT2A KAT2B KAT5 KAT6A KAT6B KAT7 KAT8 KCTD1 KDM1A KDM2A KDM2B KDM3A KDM3B KDM4C KDM5A KDM5B KDM7A KMT2C KMT2D KMT2E KMT5A LCOR LDB1 LDB2 LIMD1 LMCD1 LMO1 LMO2 LMO3 LMO4 LPIN1 LPIN2 LPIN3 LPXN MAGED1 MAK MAML1 MAML2 MAML3 MAMSTR MAP3K10 MECP2 MED1 MED10 MED11 MED12 MED12L MED13 MED13L MED14 MED15 MED16 MED17 MED18 MED19 MED20 MED21 MED22 MED23 MED24 MED26 MED27 MED29 MED30 MED31 MED4 MED6 MED7 MED8 MED9 MID2 MIDEAS MIER1 MIER2 MIER3 MMS19 MRTFA MRTFB MTA1 MTA2 MTA3 MTDH MUC1 MYBBP1A MYCBP MYOCD MYSM1 N4BP2L2 NAB1 NAB2 NCOA1 NCOA2 NCOA3 NCOA4 NCOA5 NCOA6 NCOA7 NCOR1 NCOR2 NFE4 NFKB1 NFKBIB NFKBIZ NIBAN2 NIPBL NME2 NOC2L NOTCH1 NPAT NPM1 NR0B1 NR0B2 NRG1 NRIP1 NSD1 NUCKS1 NUP98 NUPR1 PA2G4 PAGE4 PARK7 PARP10 PARP14 PARP15 PARP9 PAWR PBXIP1 PCBD1 PDLIM1 PER2 PEX14 PFDN5 PHB1 PHF10 PHF12 PHF2 PHF24 PHF8 PIAS1 PIAS2 PIAS3 PIAS4 PIR PKN1 PMF1 POU2AF1 POU2AF2 POU2AF3 PPARGC1A PPARGC1B PPP1R13L PPRC1 PQBP1 PRDM16 PRDM8 PRKCB PRKN PRMT2 PRMT5 PSMC3IP PSMD9 PTPN14 RALY RAP2C RB1 RBBP8 RBFOX2 RBM14 RBPMS RCOR1 RCOR2 RCOR3 RERE RIOX2 RIPK3 RLIM RNF14 RNF20 RNF4 RRP1B RUNX1T1 RUVBL1 RUVBL2 RYBP SAP18 SAP30 SAP30L SCAI SDR16C5 SERTAD2 SETD3 SETD4 SETD5 SF1 SFMBT1 SFMBT2 SFR1 SIAH2 SIN3A SIN3B SIRT1 SIRT6 SLC30A9 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMYD1 SND1 SNW1 SPEN SRA1 SRCAP SRSF2 SS18 SS18L1 SS18L2 SSBP3 SSX1 SUB1 SUFU SUPT20H SUPT20HL1 SUPT20HL2 SUPT3H SUPT7L TACC1 TADA1 TADA2A TADA2B TADA3 TAF11 TAF11L11 TAF11L12 TAF11L13 TAF11L14 TAF11L2 TAF11L3 TAF11L4 TAF11L7 TAF11L9 TAF12 TAF15 TAF5L TAF6 TAF6L TAF9 TAF9B TBL1X TBL1XR1 TBL1Y TCERG1 TCERG1L TCF25 TCP10L TDG TDP2 TDRD3 TFAP2A TGFB1I1 THRAP3 TLE1 TLE2 TLE3 TLE4 TLE5 TLE6 TLE7 TMF1 TOB1 TOB2 TOX2 TOX3 TP53BP1 TRERF1 TRIB3 TRIM13 TRIM14 TRIM15 TRIM21 TRIM22 TRIM24 TRIM25 TRIM27 TRIM28 TRIM31 TRIM32 TRIM37 TRIM38 TRIM5 TRIM52 TRIM62 TRIM8 TRIP11 TRIP13 TRIP4 TRRAP TSG101 UBE2L3 UBE3A URI1 USP16 USP21 USP22 UTF1 UXT VGLL1 VGLL2 WBP2 WBP2NL WDR77 WNT3A WNT4 WTIP WWC1 WWOX WWTR1 XPC YAF2 YAP1 YEATS2 YY1AP1 ZBED1 ZFPM1 ZFPM2 ZIC3 ZMIZ1 ZMIZ2 ZMYND11 ZMYND8 ZNF366 ZNF410 ZNF451 ZNF541 ZNF653 ZNF764 ZXDA ZXDB ZXDC GOMF_TRANSCRIPTION_COREGULATOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TRANSCRIPTION_COREGULATOR_BINDING AHR AR ATF7 BAIAP2 BCL6 CBX3 CCNT2 CDK9 CHD4 CHD6 CIT CNOT2 CREB3 CREBBP CTBP1 CTBP2 CTCF CTNNB1 EED EHMT1 EHMT2 ELOB ELOC ENO1 EP300 EPAS1 ESR1 ETS1 EZH2 FAM89B FLYWCH1 FOS GATA1 GATA2 GATA3 GATA6 HAND1 HAND2 HDAC1 HDAC3 HDAC5 HDAC6 HDGF HES1 HIF1A HMGA1 JUND LCOR LEF1 LHX3 LMO2 MAP3K7 MED1 MED25 MED6 MTF2 MYC NEK6 NFATC1 NFE2L2 NR1D1 NR1H4 NR5A1 NR5A2 PAX6 PBX1 PER1 PER2 PER3 PGR PHF1 PHF12 PPARA PPARD PPARG RARA RELA RORA RPL23 RUNX3 RXRA SIX1 SIX3 SMAD3 SMAD4 SMARCA4 SMARCD3 SP1 SREBF1 STAT1 STAT6 STK36 SUZ12 TEAD2 TERT TFAM THAP7 THRB TRAPPC2B TRERF1 TWIST1 UBE2I USP11 VGLL4 WIZ ZBTB16 ZBTB17 ZBTB49 ZBTB7A ZBTB8A ZNF618 ZNF644 GOMF_TRANSCRIPTION_COREPRESSOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TRANSCRIPTION_COREPRESSOR_ACTIVITY AASS AJUBA ANKRD1 APEX1 ARID5A ATF7IP ATN1 BASP1 BCL3 BCOR BCORL1 BEND6 BRD7 BTG2 C18orf25 C1D C1QBP CASP8AP2 CBFA2T2 CBFA2T3 CBX4 CCAR1 CCND1 CDY1 CDY1B CDY2A CDY2B CDYL CDYL2 CHD4 CIR1 CITED2 CNOT7 COPS2 CREBBP CREG1 CRYM CTBP1 CTBP2 DAXX DDX54 DHRS7B DMAP1 DNAJB1 DNMT3A DNMT3B DPF2 EID1 EID2 EID2B ELANE ENO1 EZH1 EZH2 FHL2 FLYWCH1 FOXP3 GMNN GPS2 HDAC1 HDAC3 HDAC7 HDAC9 HDGF HIPK2 HIRA HMGA2 HMGB1 HNRNPU HSBP1 HSBP1L1 HSPA1A IRF2BP1 IRF2BP2 JAZF1 KCTD1 KDM5B KMT5A LCOR LIMD1 LMCD1 LMO4 MAP3K10 MECP2 MED1 MIDEAS MIER1 MIER2 MIER3 MTA1 MTA2 MTA3 MYBBP1A N4BP2L2 NAB2 NCOA5 NCOR1 NCOR2 NIPBL NOC2L NPAT NR0B1 NR0B2 NRIP1 NSD1 PA2G4 PARP10 PARP14 PARP15 PARP9 PAWR PBXIP1 PEX14 PFDN5 PHB1 PHF12 PHF24 PIAS1 PIAS4 PPP1R13L PRDM8 PRKN PRMT5 RB1 RBBP8 RBFOX2 RCOR1 RCOR2 RCOR3 RERE RIOX2 RLIM RUNX1T1 RUVBL2 RYBP SAP18 SAP30 SCAI SDR16C5 SETD5 SF1 SFMBT1 SFMBT2 SIAH2 SIN3A SIN3B SIRT1 SIRT6 SMARCA4 SMYD1 SNW1 SPEN SRSF2 SSX1 SUFU TAF9B TBL1X TBL1XR1 TBL1Y TCERG1 TCF25 TCP10L TDP2 TFAP2A TLE1 TLE2 TLE3 TLE4 TLE5 TLE6 TLE7 TOB1 TOB2 TRERF1 TRIB3 TRIM22 TRIM28 TSG101 URI1 UXT WNT4 WTIP WWTR1 YAF2 YAP1 YEATS2 ZFPM1 ZFPM2 ZMYND11 ZMYND8 ZNF366 ZNF451 ZNF541 ZNF653 GOMF_TRANSCRIPTION_COREPRESSOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TRANSCRIPTION_COREPRESSOR_BINDING BCL6 CNOT2 CTBP1 CTBP2 CTNNB1 EED EHMT1 EHMT2 ELOB ELOC ENO1 ESR1 ETS1 EZH2 FAM89B HDAC1 HDAC3 HDAC5 HDAC6 HDGF HES1 LCOR LEF1 MTF2 NEK6 NR1D1 PBX1 PER1 PER2 PER3 PHF1 PHF12 RORA RUNX3 SIX3 SMAD3 SMAD4 STAT1 STK36 SUZ12 THAP7 TRAPPC2B USP11 WIZ ZBTB16 ZBTB7A ZNF644 GOMF_TRANSCRIPTION_ELONGATION_FACTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TRANSCRIPTION_ELONGATION_FACTOR_ACTIVITY EAF1 EAF2 POLR2M TCERG1 VHL WDR43 GOMF_TRANSCRIPTION_FACTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TRANSCRIPTION_FACTOR_BINDING ACTB ACTN4 ADD1 AHR AIP AKAP8 ANKRD1 ANKRD2 ANKRD42 ANXA4 APBB1 APBB2 APBB3 AR ARID1A ARID5A ARNT ARNT2 ASCL1 ASCL2 ASXL1 ATF2 ATF4 ATF7 ATOH8 BAIAP2 BAZ2A BBS1 BBS10 BBS2 BBS4 BBS5 BBS7 BCAS3 BCL10 BCL2 BCL3 BCL6 BCOR BDP1 BEX1 BHLHE40 BHLHE41 BMAL1 BRD8 BRF1 BRF2 BRMS1 BTAF1 BUD31 C1D C1QBP CALR CAND1 CAND2 CARM1 CBX3 CBX5 CCDC62 CCNT1 CCNT2 CD34 CDK5RAP3 CDK9 CDKN2A CEBPA CEBPG CENPF CGGBP1 CHCHD2 CHD4 CHD6 CIITA CIT CITED2 CNOT1 CNOT2 CNOT7 COMMD6 COMMD7 CPNE1 CREB1 CREB3 CREBBP CREM CRKL CRTC1 CRTC2 CRTC3 CRX CRY1 CRY2 CSNK2B CTBP1 CTBP2 CTCF CTDP1 CTNNB1 CXXC5 DACT1 DACT2 DAPK3 DAXX DAZAP2 DCAF1 DCAF13 DDIT3 DDRGK1 DDX20 DDX3X DDX5 DDX54 DGKQ DHRS7B DHX33 DHX9 DLL1 DMAP1 DNAAF4 DNAJA1 DNMT3A DR1 DRAP1 DTX3L DUSP26 E2F1 E4F1 EBF4 EDF1 EED EGR2 EHMT1 EHMT2 EIF4E ELK1 ELOB ELOC ENO1 EOMES EP300 EPAS1 ERCC1 ERCC4 ESR1 ESRRB ETS1 ETS2 EXOSC9 EZH2 FAF1 FAM220A FAM220BP FAM89B FBL FBP1 FHL2 FIGLA FIZ1 FKBP4 FLNA FLT3 FLYWCH1 FOS FOXC1 FOXF2 FOXH1 FOXL2 FOXO4 FOXP1 FOXP3 GABARAPL1 GAS2L1 GATA1 GATA2 GATA3 GATA4 GATA6 GBX2 GFI1B GMNN GSC GSK3B GTF2A1 GTF2A2 GTF2B GTF2E2 GTF2F1 GTF2H1 GTF2I H2BC9 HAND1 HAND2 HCFC1 HCLS1 HDAC1 HDAC11 HDAC2 HDAC3 HDAC4 HDAC5 HDAC6 HDAC7 HDAC8 HDAC9 HDGF HES1 HES6 HEY1 HEY2 HHEX HIF1A HIF1AN HIPK2 HIRA HMGA1 HMGA2 HMGB1 HMGB2 HMGN3 HNF4A HNRNPU HOXA7 HOXC13 HSF1 HSPB1 ID2 ID3 ID4 IFI16 IFI27 IGHMBP2 IKZF4 ISL1 JMJD1C JUN JUNB JUND JUP KAT2A KAT2B KAT5 KAT6A KAT8 KCTD1 KDM1A KDM1B KDM3A KDM4C KDM5D KEAP1 KLF4 KLF5 LATS1 LCOR LDB1 LEF1 LHX3 LMO1 LMO2 LMO3 LMO4 LRIF1 LYAR MAD2L2 MAGEA2 MAGEA2B MAP3K10 MAP3K7 MAPK14 MAPK3 MAX MDFI MDFIC MED1 MED12 MED12L MED13 MED14 MED16 MED17 MED19 MED24 MED25 MED29 MED30 MED4 MED6 MEF2A MEF2C MEF2D MEIS2 METTL23 MIXL1 MKKS MLX MLXIPL MMS19 MTA1 MTA2 MTDH MTF2 MTOR MYC MYOCD MYOD1 NAAA NAB1 NAB2 NBN NCAPG2 NCOA1 NCOA2 NCOA3 NCOA6 NCOA7 NCOR1 NCOR2 NEK6 NEUROD1 NFAT5 NFATC1 NFATC2 NFATC3 NFATC4 NFE2L2 NFE4 NFIA NFKBIA NFYB NHLH2 NIF3L1 NKX2-1 NKX2-5 NKX3-1 NLK NLRP3 NOC2L NOP58 NOTCH2 NPM1 NR0B1 NR0B2 NR1D1 NR1H2 NR1H4 NR1I2 NR3C1 NR3C2 NR4A1 NR4A2 NR4A3 NR5A1 NR5A2 NRIP1 NSD1 NUCKS1 OASL PADI2 PAGR1 PARK7 PARP1 PARP10 PARP9 PASD1 PAX2 PAX6 PBX1 PBX2 PBXIP1 PCNA PDCD11 PER1 PER2 PER3 PGR PHB2 PHF1 PHF12 PIAS1 PIAS2 PIM1 PITX1 PITX2 PKN1 POLR1E POU1F1 POU4F1 PPARA PPARD PPARG PPARGC1A PPARGC1B PPID PPRC1 PRAME PRDM13 PRDM16 PRDM5 PRKCB PRKDC PRMT2 PROX1 PRRX1 PSMA6 PSMC5 PSMD10 PSMD9 PTMA PTPN2 PTPRN PTPRT PURA PURB RAD21 RAD23B RARA RARB RARG RB1 RBBP8 RBFOX2 RBPJ RBX1 RELA RERG REST RNF14 RNF25 RNF4 RNF6 RORA RPL23 RPS3 RPTOR RUNX1T1 RUNX2 RUNX3 RUVBL1 RUVBL2 RXRA SAP18 SCX SDR16C5 SETD1A SETD3 SETD6 SIK1 SIN3A SIRT1 SIRT2 SIX1 SIX3 SKI SLC30A9 SMAD2 SMAD3 SMAD4 SMARCA1 SMARCA4 SMARCB1 SMARCD3 SMARCE1 SNW1 SOST SOX10 SOX17 SOX8 SOX9 SP1 SP3 SPEN SPI1 SRARP SRC SREBF1 SRF SRI SRY STAT1 STAT3 STAT5A STAT5B STAT6 STING1 STK36 STK4 STRN SUFU SUMO1 SUMO1P1 SUZ12 TACC1 TACC2 TADA3 TAF1 TAF10 TAF11 TAF12 TAF13 TAF1B TAF1L TAF3 TAF4 TAF4B TAF6 TAF7 TAF9 TAL1 TBP TBX2 TBX20 TBX3 TBX5 TBX6 TBXT TCERG1 TCF12 TCF15 TCF21 TCF23 TCF3 TCF4 TCF7L2 TCP10L TDG TEAD2 TEAD3 TERT TFAM TFCP2 TFDP1 TFDP2 TFDP3 TGFB1I1 THAP7 THRA THRAP3 THRB TLE1 TLE4 TMF1 TOB2 TP53 TP53BP1 TP53BP2 TP73 TPT1 TRAPPC2B TRERF1 TRIB1 TRIB2 TRIM24 TRIM32 TRIM6 TRIM68 TRIP12 TRIP4 TRIP6 TTC8 TWIST1 TXLNG UBE2I UBXN7 UHRF2 USF1 USF2 USP11 VDR VGLL4 VHL WBP2 WFS1 WIPI1 WIZ WWP2 XPC YAP1 YEATS2 YWHAH YWHAZ YY1 ZBTB16 ZBTB17 ZBTB43 ZBTB49 ZBTB7A ZBTB8A ZFPM1 ZFPM2 ZMYND8 ZNF366 ZNF516 ZNF618 ZNF644 ZNF653 ZNF703 ZNF764 ZNHIT3 ZNHIT6 GOMF_TRANSCRIPTION_REGULATOR_ACTIVATOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TRANSCRIPTION_REGULATOR_ACTIVATOR_ACTIVITY BICRA HIF1A JMJD6 NOTCH1 NSD3 GOMF_TRANSCRIPTION_REGULATOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TRANSCRIPTION_REGULATOR_ACTIVITY AASS ABL1 ABT1 ACTL6A ACTL6B ACTN1 ACTN2 ACTN4 ADNP ADNP2 AEBP1 AEBP2 AFF3 AHDC1 AHR AHRR AIP AJUBA AKIRIN1 AKIRIN2 ALX1 ALX3 ALX4 ANHX ANKRD1 APBB1 APEX1 AR ARGFX ARID1A ARID1B ARID3A ARID5A ARID5B ARL2BP ARNT ARNT2 ARRB1 ARX ASCL1 ASCL2 ASCL3 ASCL4 ASCL5 ASXL1 ATF1 ATF2 ATF3 ATF4 ATF5 ATF6 ATF6B ATF7 ATF7IP ATF7IP2 ATMIN ATN1 ATOH1 ATOH7 ATOH8 ATXN7L3 BACH1 BACH2 BARHL1 BARHL2 BARX1 BARX2 BASP1 BATF BATF2 BATF3 BBX BCL10 BCL11A BCL11B BCL3 BCL6 BCL6B BCL9 BCL9L BCLAF1 BCLAF3 BCOR BCORL1 BEND6 BHLHA15 BHLHA9 BHLHE22 BHLHE23 BHLHE40 BHLHE41 BIRC2 BMAL1 BMAL2 BNC1 BORCS8-MEF2B BRCA1 BRD4 BRD7 BRD8 BRDT BSX BTAF1 BTG1 BTG2 BUD31 C18orf25 C1D C1QBP CALCOCO1 CAMTA1 CAMTA2 CARF CARM1 CASP8AP2 CASZ1 CBFA2T2 CBFA2T3 CBFB CBX4 CC2D1A CC2D1B CCAR1 CCDC124 CCDC62 CCND1 CD274 CDC5L CDCA4 CDX1 CDX2 CDX4 CDY1 CDY1B CDY2A CDY2B CDYL CDYL2 CEBPA CEBPB CEBPD CEBPE CEBPG CEBPZ CENPJ CHD4 CIC CIITA CIR1 CITED1 CITED2 CITED4 CLOCK CNOT2 CNOT6 CNOT7 CNOT9 COPS2 COPS5 CPHXL CPHXL2 CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 CREBBP CREBL2 CREBRF CREBZF CREG1 CREM CRX CRYM CSRNP1 CSRNP2 CSRNP3 CTBP1 CTBP2 CTCF CTCFL CTNNB1 CUX1 CUX2 DACH1 DACH2 DAXX DBP DBX1 DBX2 DCAF6 DDIT3 DDN DDX1 DDX17 DDX54 DEAF1 DHRS7B DHX9 DLX1 DLX2 DLX3 DLX4 DLX5 DLX6 DMAP1 DMBX1 DMRT1 DMRT2 DMRT3 DMRTA1 DMRTA2 DMRTB1 DMRTC1 DMRTC1B DMRTC2 DMTF1 DNAJB1 DNMT3A DNMT3B DPF2 DPRX DRGX DTX1 DUX4 DUXA DUXB DYRK1A DYRK1B E2F1 E2F2 E2F3 E2F4 E2F5 E2F6 E2F7 E2F8 E4F1 EAF1 EAF2 EBF1 EBF2 EBF3 EBF4 EDF1 EGR1 EGR2 EGR3 EGR4 EHF EID1 EID2 EID2B ELANE ELF1 ELF2 ELF3 ELF4 ELF5 ELK1 ELK3 ELK4 EMX1 EMX2 EN1 EN2 ENO1 ENY2 EOMES EP300 EPAS1 ERF ERFL ERG ESR1 ESR2 ESRRA ESRRB ESRRG ESX1 ETS1 ETS2 ETV1 ETV2 ETV3 ETV3L ETV4 ETV5 ETV6 ETV7 EVX1 EVX2 EWSR1 EZH1 EZH2 FBXL19 FERD3L FEV FEZF1 FEZF2 FGF2 FHL2 FHL3 FHL5 FIGLA FIZ1 FLI1 FLYWCH1 FOS FOSB FOSL1 FOSL2 FOXA1 FOXA2 FOXA3 FOXB1 FOXB2 FOXC1 FOXC2 FOXD1 FOXD2 FOXD3 FOXD4 FOXD4L1 FOXD4L3 FOXD4L4 FOXD4L5 FOXD4L6 FOXE1 FOXE3 FOXF1 FOXF2 FOXG1 FOXH1 FOXI1 FOXI2 FOXI3 FOXJ1 FOXJ2 FOXJ3 FOXK1 FOXK2 FOXL1 FOXL2 FOXM1 FOXN1 FOXN2 FOXN3 FOXN4 FOXO1 FOXO3 FOXO3B FOXO4 FOXO6 FOXP1 FOXP2 FOXP3 FOXP4 FOXQ1 FOXR1 FOXR2 FOXS1 FUS GABPA GATA1 GATA2 GATA3 GATA4 GATA5 GATA6 GBX1 GBX2 GCM1 GCM2 GFI1 GFI1B GLI1 GLI2 GLI3 GLI4 GLIS1 GLIS2 GLIS3 GMEB1 GMEB2 GMNN GON4L GPBP1 GPS2 GRHL1 GRHL2 GRHL3 GSC GSC2 GSX1 GSX2 GTF2A1L GTF2I GTF2IRD1 GTF2IRD2 GTF2IRD2B GZF1 HAND1 HAND2 HBP1 HCFC1 HCFC2 HDAC1 HDAC3 HDAC7 HDAC9 HDGF HDX HELT HELZ2 HES1 HES2 HES3 HES4 HES5 HES6 HES7 HESX1 HEY1 HEY2 HEYL HHEX HIC1 HIC2 HIF1A HIF3A HINFP HIPK2 HIRA HIVEP1 HIVEP2 HIVEP3 HLF HLX HMGA1 HMGA2 HMGB1 HMGB2 HMX1 HMX2 HMX3 HNF1A HNF1B HNF4A HNF4G HNRNPU HOMEZ HOXA1 HOXA10 HOXA11 HOXA13 HOXA2 HOXA3 HOXA4 HOXA5 HOXA6 HOXA7 HOXA9 HOXB1 HOXB13 HOXB2 HOXB3 HOXB4 HOXB5 HOXB6 HOXB7 HOXB8 HOXB9 HOXC10 HOXC11 HOXC12 HOXC13 HOXC4 HOXC5 HOXC6 HOXC8 HOXC9 HOXD1 HOXD10 HOXD11 HOXD12 HOXD13 HOXD3 HOXD4 HOXD8 HOXD9 HR HSBP1 HSBP1L1 HSF1 HSF2 HSF4 HSF5 HSFX1 HSFX2 HSFX3 HSFX4 HSFY1 HSFY2 HSPA1A HTATIP2 HYAL2 ID1 ID2 ID3 ID4 IKZF1 IKZF2 IKZF3 IKZF4 IKZF5 IL31RA ING4 INSM1 INSM2 IRF1 IRF2 IRF2BP1 IRF2BP2 IRF3 IRF4 IRF5 IRF6 IRF7 IRF8 IRF9 IRX1 IRX2 IRX3 IRX4 IRX5 IRX6 ISL1 ISL2 ISX JADE1 JAZF1 JDP2 JMJD1C JMY JPH2 JUN JUNB JUND JUP KAT2A KAT2B KAT5 KAT6A KAT6B KAT7 KAT8 KCNIP3 KCTD1 KDM1A KDM2A KDM2B KDM3A KDM3B KDM4C KDM5A KDM5B KDM7A KLF1 KLF10 KLF11 KLF12 KLF13 KLF14 KLF15 KLF16 KLF17 KLF18 KLF2 KLF3 KLF4 KLF5 KLF6 KLF7 KLF8 KLF9 KMT2C KMT2D KMT2E KMT5A LBX1 LBX2 LCOR LDB1 LDB2 LEF1 LEUTX LHX1 LHX2 LHX3 LHX4 LHX5 LHX6 LHX8 LHX9 LIMD1 LITAF LMCD1 LMO1 LMO2 LMO3 LMO4 LMX1A LMX1B LPIN1 LPIN2 LPIN3 LPXN LRRFIP1 LYL1 MAF MAFA MAFB MAFF MAFG MAFK MAGED1 MAK MAML1 MAML2 MAML3 MAMSTR MAP3K10 MAX MAZ MECOM MECP2 MED1 MED10 MED11 MED12 MED12L MED13 MED13L MED14 MED15 MED16 MED17 MED18 MED19 MED20 MED21 MED22 MED23 MED24 MED26 MED27 MED29 MED30 MED31 MED4 MED6 MED7 MED8 MED9 MEF2A MEF2B MEF2C MEF2D MEIS1 MEIS2 MEIS3 MEIS3P1 MEOX1 MEOX2 MESP1 MESP2 MGA MID2 MIDEAS MIER1 MIER2 MIER3 MITF MIXL1 MKX MLX MLXIP MLXIPL MMS19 MNT MNX1 MRTFA MRTFB MSC MSGN1 MSX1 MSX2 MTA1 MTA2 MTA3 MTDH MTF1 MUC1 MXD1 MXD3 MXD4 MXI1 MYB MYBBP1A MYBL1 MYBL2 MYC MYCBP MYCL MYCN MYF5 MYF6 MYNN MYOCD MYOD1 MYOG MYPOP MYRF MYRFL MYSM1 MYT1 MYT1L MZF1 N4BP2L2 NAB1 NAB2 NACC1 NACC2 NANOG NANOGNB NANOGP1 NANOGP8 NCOA1 NCOA2 NCOA3 NCOA4 NCOA5 NCOA6 NCOA7 NCOR1 NCOR2 NDN NEUROD1 NEUROD2 NEUROD4 NEUROD6 NEUROG1 NEUROG2 NEUROG3 NFAT5 NFATC1 NFATC2 NFATC3 NFATC4 NFE2 NFE2L1 NFE2L2 NFE2L3 NFE4 NFIA NFIB NFIC NFIL3 NFILZ NFIX NFKB1 NFKB2 NFKBIB NFKBIZ NFX1 NFXL1 NFYA NFYB NFYC NHLH1 NHLH2 NIBAN2 NIPBL NKRF NKX1-1 NKX1-2 NKX2-1 NKX2-2 NKX2-3 NKX2-4 NKX2-5 NKX2-6 NKX2-8 NKX3-1 NKX3-2 NKX6-1 NKX6-2 NKX6-3 NME2 NOBOX NOC2L NOTCH1 NOTO NPAS1 NPAS2 NPAS3 NPAS4 NPAT NPM1 NR0B1 NR0B2 NR1D1 NR1D2 NR1H2 NR1H3 NR1H4 NR1I2 NR1I3 NR2C1 NR2C2 NR2E1 NR2E3 NR2F1 NR2F2 NR2F6 NR3C1 NR3C2 NR4A1 NR4A2 NR4A3 NR5A1 NR5A2 NR6A1 NRF1 NRG1 NRIP1 NRL NSD1 NTN1 NTN3 NUCKS1 NUP98 NUPR1 OLIG1 OLIG2 OLIG3 ONECUT1 ONECUT2 ONECUT3 OSR1 OSR2 OTP OTX1 OTX2 OVOL1 OVOL2 OVOL3 PA2G4 PAGE4 PARK7 PARP10 PARP14 PARP15 PARP9 PASD1 PATZ1 PAWR PAX1 PAX2 PAX3 PAX4 PAX5 PAX6 PAX7 PAX8 PAX9 PBX1 PBX2 PBX3 PBX4 PBXIP1 PCBD1 PCBP1 PCBP3 PDLIM1 PDX1 PEG3 PER2 PEX14 PFDN5 PGBD1 PGR PHB1 PHF10 PHF12 PHF2 PHF24 PHF8 PHOX2A PHOX2B PIAS1 PIAS2 PIAS3 PIAS4 PIR PITX1 PITX2 PITX3 PKN1 PKNOX1 PKNOX2 PLAG1 PLAGL1 PLAGL2 PLSCR1 PMF1 POLR2M POU1F1 POU2AF1 POU2AF2 POU2AF3 POU2F1 POU2F2 POU2F3 POU3F1 POU3F2 POU3F3 POU3F4 POU4F1 POU4F2 POU4F3 POU5F1 POU5F1B POU5F2 POU6F1 POU6F2 PPARA PPARD PPARG PPARGC1A PPARGC1B PPP1R13L PPRC1 PQBP1 PRDM1 PRDM15 PRDM16 PRDM2 PRDM4 PRDM5 PRDM8 PRKCB PRKN PRMT2 PRMT5 PROP1 PROX1 PROX2 PRRX1 PRRX2 PSMC3IP PSMD9 PTF1A PTPN14 PURA PURB PURG RALY RAP2C RARA RARB RARG RAX RAX2 RB1 RBAK RBBP8 RBFOX2 RBM14 RBPJ RBPJL RBPMS RCOR1 RCOR2 RCOR3 REL RELA RELB RERE REST RFX1 RFX2 RFX3 RFX4 RFX5 RFX6 RFX7 RFX8 RFXANK RFXAP RHOXF1 RHOXF2 RHOXF2B RIOX2 RIPK3 RLF RLIM RNF14 RNF20 RNF4 RORA RORB RORC RREB1 RRP1B RUNX1 RUNX1T1 RUNX2 RUNX3 RUVBL1 RUVBL2 RXRA RXRB RXRG RYBP SALL1 SALL2 SALL3 SALL4 SAP18 SAP30 SAP30L SATB1 SATB2 SCAI SCAND2P SCRT1 SCRT2 SCX SDR16C5 SEBOX SERTAD1 SERTAD2 SETD3 SETD4 SETD5 SF1 SFMBT1 SFMBT2 SFR1 SHOX SHOX2 SIAH2 SIM1 SIM2 SIN3A SIN3B SIRT1 SIRT6 SIX1 SIX2 SIX3 SIX4 SIX5 SIX6 SKI SKIDA1 SKIL SKOR1 SKOR2 SLC2A4RG SLC30A9 SMAD1 SMAD2 SMAD3 SMAD4 SMAD5 SMAD9 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMYD1 SNAI1 SNAI2 SNAI3 SND1 SNW1 SOHLH1 SOHLH2 SOX1 SOX10 SOX11 SOX12 SOX13 SOX14 SOX15 SOX17 SOX18 SOX2 SOX21 SOX3 SOX30 SOX4 SOX5 SOX6 SOX7 SOX8 SOX9 SP1 SP100 SP110 SP140 SP140L SP2 SP3 SP4 SP5 SP6 SP7 SP8 SP9 SPDEF SPEN SPI1 SPIB SPIC SPZ1 SRA1 SRCAP SREBF1 SREBF2 SRF SRSF2 SRY SS18 SS18L1 SS18L2 SSBP3 SSX1 ST18 STAT1 STAT2 STAT3 STAT4 STAT5A STAT5B STAT6 STOX1 STOX2 SUB1 SUFU SUPT20H SUPT20HL1 SUPT20HL2 SUPT3H SUPT7L TACC1 TADA1 TADA2A TADA2B TADA3 TAF11 TAF11L11 TAF11L12 TAF11L13 TAF11L14 TAF11L2 TAF11L3 TAF11L4 TAF11L7 TAF11L9 TAF12 TAF15 TAF5L TAF6 TAF6L TAF9 TAF9B TAL1 TAL2 TBL1X TBL1XR1 TBL1Y TBR1 TBX1 TBX10 TBX15 TBX18 TBX19 TBX2 TBX20 TBX21 TBX22 TBX3 TBX4 TBX5 TBX6 TBXT TCERG1 TCERG1L TCF12 TCF15 TCF21 TCF23 TCF24 TCF25 TCF3 TCF4 TCF7 TCF7L1 TCF7L2 TCFL5 TCP10L TDG TDP2 TDRD3 TEAD1 TEAD2 TEAD3 TEAD4 TEF TFAM TFAP2A TFAP2B TFAP2C TFAP2D TFAP2E TFAP4 TFB1M TFB2M TFCP2 TFCP2L1 TFDP1 TFDP2 TFDP3 TFE3 TFEB TFEC TGFB1I1 TGIF1 TGIF2 TGIF2LX TGIF2LY THAP1 THAP10 THAP11 THRA THRAP3 THRB TLE1 TLE2 TLE3 TLE4 TLE5 TLE6 TLE7 TLX1 TLX2 TLX3 TMF1 TOB1 TOB2 TOX2 TOX3 TP53 TP53BP1 TP63 TP73 TPRX1 TPRX2 TPRXL TRERF1 TRIB3 TRIM13 TRIM14 TRIM15 TRIM21 TRIM22 TRIM24 TRIM25 TRIM27 TRIM28 TRIM31 TRIM32 TRIM37 TRIM38 TRIM5 TRIM52 TRIM62 TRIM8 TRIP11 TRIP13 TRIP4 TRPS1 TRRAP TSG101 TSHZ1 TSHZ2 TSHZ3 TSTD1 TWIST1 TWIST2 UBE2L3 UBE3A UBP1 UNCX URI1 USF1 USF2 USF3 USP16 USP21 USP22 UTF1 UXT VAX1 VAX2 VDR VENTX VEZF1 VGLL1 VGLL2 VHL VSX1 VSX2 WBP2 WBP2NL WDR43 WDR77 WIZ WNT3A WNT4 WT1 WTIP WWC1 WWOX WWTR1 XBP1 XPC YAF2 YAP1 YEATS2 YY1 YY1AP1 YY2 ZBED1 ZBED2 ZBED3 ZBED4 ZBED6 ZBTB1 ZBTB10 ZBTB11 ZBTB12 ZBTB14 ZBTB16 ZBTB17 ZBTB18 ZBTB2 ZBTB20 ZBTB21 ZBTB22 ZBTB24 ZBTB25 ZBTB26 ZBTB3 ZBTB32 ZBTB33 ZBTB34 ZBTB37 ZBTB38 ZBTB39 ZBTB4 ZBTB40 ZBTB41 ZBTB42 ZBTB43 ZBTB45 ZBTB46 ZBTB47 ZBTB48 ZBTB49 ZBTB5 ZBTB6 ZBTB7A ZBTB7B ZBTB7C ZBTB8A ZBTB8B ZBTB9 ZC3H8 ZEB1 ZEB2 ZFAT ZFHX2 ZFHX3 ZFHX4 ZFP1 ZFP14 ZFP2 ZFP28 ZFP3 ZFP30 ZFP37 ZFP41 ZFP42 ZFP57 ZFP62 ZFP69 ZFP69B ZFP82 ZFP90 ZFP92 ZFPM1 ZFPM2 ZFX ZFY ZGLP1 ZGPAT ZHX1 ZHX2 ZHX3 ZIC1 ZIC2 ZIC3 ZIC4 ZIC5 ZIK1 ZIM2 ZIM3 ZKSCAN1 ZKSCAN2 ZKSCAN3 ZKSCAN4 ZKSCAN5 ZKSCAN7 ZKSCAN8 ZMIZ1 ZMIZ2 ZMYND11 ZMYND8 ZNF10 ZNF100 ZNF101 ZNF107 ZNF112 ZNF114 ZNF117 ZNF12 ZNF121 ZNF124 ZNF131 ZNF132 ZNF133 ZNF134 ZNF135 ZNF136 ZNF138 ZNF14 ZNF140 ZNF141 ZNF142 ZNF143 ZNF146 ZNF148 ZNF154 ZNF155 ZNF157 ZNF16 ZNF160 ZNF165 ZNF169 ZNF17 ZNF174 ZNF175 ZNF177 ZNF18 ZNF180 ZNF181 ZNF182 ZNF184 ZNF189 ZNF19 ZNF195 ZNF197 ZNF2 ZNF20 ZNF202 ZNF205 ZNF208 ZNF211 ZNF212 ZNF213 ZNF214 ZNF215 ZNF217 ZNF219 ZNF22 ZNF221 ZNF222 ZNF223 ZNF224 ZNF225 ZNF226 ZNF227 ZNF229 ZNF23 ZNF230 ZNF232 ZNF233 ZNF234 ZNF235 ZNF236 ZNF239 ZNF24 ZNF248 ZNF25 ZNF250 ZNF251 ZNF253 ZNF254 ZNF256 ZNF257 ZNF26 ZNF260 ZNF263 ZNF264 ZNF266 ZNF267 ZNF268 ZNF273 ZNF274 ZNF275 ZNF28 ZNF280A ZNF280B ZNF280C ZNF280D ZNF281 ZNF282 ZNF283 ZNF284 ZNF285 ZNF286A ZNF286B ZNF287 ZNF292 ZNF296 ZNF3 ZNF30 ZNF300 ZNF302 ZNF304 ZNF311 ZNF316 ZNF317 ZNF319 ZNF32 ZNF320 ZNF322 ZNF324 ZNF324B ZNF329 ZNF331 ZNF333 ZNF334 ZNF337 ZNF33A ZNF33B ZNF34 ZNF341 ZNF343 ZNF345 ZNF347 ZNF35 ZNF350 ZNF354A ZNF354B ZNF354C ZNF355P ZNF358 ZNF362 ZNF366 ZNF367 ZNF37A ZNF382 ZNF383 ZNF384 ZNF391 ZNF394 ZNF395 ZNF396 ZNF397 ZNF398 ZNF404 ZNF408 ZNF41 ZNF410 ZNF414 ZNF415 ZNF416 ZNF417 ZNF418 ZNF419 ZNF420 ZNF423 ZNF425 ZNF426 ZNF429 ZNF43 ZNF430 ZNF431 ZNF432 ZNF433 ZNF436 ZNF438 ZNF439 ZNF44 ZNF440 ZNF441 ZNF442 ZNF443 ZNF444 ZNF445 ZNF446 ZNF449 ZNF45 ZNF451 ZNF454 ZNF460 ZNF461 ZNF467 ZNF468 ZNF469 ZNF470 ZNF471 ZNF473 ZNF479 ZNF48 ZNF480 ZNF483 ZNF484 ZNF485 ZNF486 ZNF487 ZNF490 ZNF491 ZNF492 ZNF493 ZNF496 ZNF497 ZNF500 ZNF501 ZNF502 ZNF506 ZNF510 ZNF511 ZNF512 ZNF512B ZNF514 ZNF516 ZNF517 ZNF518A ZNF518B ZNF519 ZNF521 ZNF524 ZNF525 ZNF526 ZNF527 ZNF528 ZNF529 ZNF530 ZNF532 ZNF534 ZNF536 ZNF540 ZNF541 ZNF542P ZNF543 ZNF544 ZNF546 ZNF547 ZNF548 ZNF549 ZNF550 ZNF551 ZNF552 ZNF554 ZNF555 ZNF556 ZNF557 ZNF558 ZNF559 ZNF559-ZNF177 ZNF560 ZNF561 ZNF562 ZNF563 ZNF564 ZNF565 ZNF566 ZNF567 ZNF568 ZNF569 ZNF57 ZNF570 ZNF571 ZNF572 ZNF573 ZNF574 ZNF575 ZNF576 ZNF577 ZNF578 ZNF579 ZNF580 ZNF581 ZNF582 ZNF583 ZNF584 ZNF585A ZNF585B ZNF586 ZNF587 ZNF587B ZNF589 ZNF592 ZNF594 ZNF595 ZNF596 ZNF597 ZNF599 ZNF600 ZNF605 ZNF606 ZNF607 ZNF610 ZNF611 ZNF613 ZNF614 ZNF615 ZNF616 ZNF618 ZNF619 ZNF620 ZNF621 ZNF623 ZNF624 ZNF625 ZNF626 ZNF627 ZNF628 ZNF629 ZNF630 ZNF639 ZNF641 ZNF644 ZNF646 ZNF648 ZNF649 ZNF652 ZNF653 ZNF654 ZNF655 ZNF658 ZNF658B ZNF66 ZNF660 ZNF662 ZNF664 ZNF665 ZNF667 ZNF668 ZNF669 ZNF670 ZNF671 ZNF672 ZNF674 ZNF675 ZNF676 ZNF677 ZNF678 ZNF679 ZNF680 ZNF681 ZNF682 ZNF683 ZNF684 ZNF687 ZNF688 ZNF689 ZNF69 ZNF691 ZNF692 ZNF695 ZNF696 ZNF697 ZNF699 ZNF7 ZNF70 ZNF700 ZNF701 ZNF702P ZNF704 ZNF705A ZNF705B ZNF705D ZNF705EP ZNF705G ZNF707 ZNF708 ZNF709 ZNF71 ZNF710 ZNF711 ZNF713 ZNF714 ZNF716 ZNF717 ZNF718 ZNF721 ZNF722 ZNF723 ZNF724 ZNF726 ZNF727 ZNF728 ZNF729 ZNF730 ZNF732 ZNF735 ZNF736 ZNF737 ZNF74 ZNF740 ZNF746 ZNF749 ZNF750 ZNF75A ZNF75CP ZNF75D ZNF76 ZNF761 ZNF763 ZNF764 ZNF765 ZNF766 ZNF768 ZNF77 ZNF770 ZNF771 ZNF772 ZNF773 ZNF774 ZNF775 ZNF776 ZNF777 ZNF778 ZNF780A ZNF780B ZNF781 ZNF782 ZNF783 ZNF784 ZNF785 ZNF786 ZNF787 ZNF789 ZNF79 ZNF790 ZNF791 ZNF792 ZNF793 ZNF799 ZNF8 ZNF80 ZNF800 ZNF805 ZNF808 ZNF81 ZNF813 ZNF814 ZNF816 ZNF818P ZNF821 ZNF823 ZNF826P ZNF829 ZNF83 ZNF833P ZNF835 ZNF836 ZNF837 ZNF84 ZNF840P ZNF841 ZNF844 ZNF845 ZNF846 ZNF85 ZNF850 ZNF852 ZNF853 ZNF860 ZNF861P ZNF865 ZNF875 ZNF876P ZNF878 ZNF879 ZNF880 ZNF883 ZNF888 ZNF891 ZNF892 ZNF90 ZNF91 ZNF92 ZNF93 ZNF98 ZNF99 ZSCAN1 ZSCAN10 ZSCAN12 ZSCAN16 ZSCAN18 ZSCAN2 ZSCAN20 ZSCAN21 ZSCAN22 ZSCAN23 ZSCAN25 ZSCAN26 ZSCAN29 ZSCAN30 ZSCAN31 ZSCAN32 ZSCAN4 ZSCAN5A ZSCAN5B ZSCAN5C ZSCAN5DP ZSCAN9 ZXDA ZXDB ZXDC GOMF_TRANSCRIPTION_REGULATOR_INHIBITOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TRANSCRIPTION_REGULATOR_INHIBITOR_ACTIVITY DAXX DDIT3 DNAJB1 HSPA1A ID1 ID2 ID3 ID4 LEF1 LYAR MDFI NKX3-1 NR0B2 PASD1 PURA SIN3A SMAD6 SMAD7 TAF1 TAF3 TCF23 TFDP3 TRAPPC2B ZNF451 GOMF_TRANSFERASE_ACTIVITY_TRANSFERRING_ALKYL_OR_ARYL_OTHER_THAN_METHYL_GROUPS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TRANSFERASE_ACTIVITY_TRANSFERRING_ALKYL_OR_ARYL_OTHER_THAN_METHYL_GROUPS AGPS ALOX5AP CHM CLIC2 COQ2 COX10 DHDDS DHPS DPH1 DPH2 DTWD1 DTWD2 FDFT1 FDPS FNTA FNTB GGPS1 GSTA1 GSTA2 GSTA3 GSTA4 GSTA5 GSTK1 GSTM1 GSTM2 GSTM3 GSTM4 GSTM5 GSTO1 GSTO2 GSTP1 GSTT1 GSTT2 GSTT2B GSTT4 GSTZ1 HMBS HPGDS LANCL1 LTC4S MAT1A MAT2A MGST1 MGST2 MGST3 MMAB NANS NUS1 PDSS1 PDSS2 PGGT1B PTAR1 PTGES RABGGTA RABGGTB SH3BGRL3 SMS SRM TRIT1 TRMT12 TSR3 UBIAD1 GOMF_TRANSFERASE_ACTIVITY_TRANSFERRING_NITROGENOUS_GROUPS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TRANSFERASE_ACTIVITY_TRANSFERRING_NITROGENOUS_GROUPS AADAT ABAT ACCS ACCSL AGXT AGXT2 AMT BCAT1 BCAT2 CISD1 ETNPPL GAPDH GFPT1 GFPT2 GOT1 GOT1L1 GOT2 GPT GPT2 KYAT1 KYAT3 MGAT4A OAT PHYKPL PSAT1 TAT GOMF_TRANSFERASE_ACTIVITY_TRANSFERRING_ONE_CARBON_GROUPS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TRANSFERASE_ACTIVITY_TRANSFERRING_ONE_CARBON_GROUPS ALKBH8 AMT ANTKMT ARMT1 AS3MT ASH1L ASMT ASMTL ATIC ATPSCKMT BCDIN3D BHMT BHMT2 BMT2 BUD23 CAD CAMKMT CARM1 CARNMT1 CIAPIN1 CMTR1 CMTR2 COMT COMTD1 COQ3 COQ5 CSKMT DIMT1 DNMT1 DNMT3A DNMT3B DNMT3L DOT1L DPH5 ECE2 EED EEF1AKMT1 EEF1AKMT2 EEF1AKMT3 EEF1AKMT4 EEF1AKMT4-ECE2 EEF2KMT EHMT1 EHMT2 EMG1 ETFBKMT EZH1 EZH2 FAM86B1 FAM86B2 FAM86C1P FAM86C2P FAM98A FAM98B FASN FBL FBLL1 FBXO11 FDXACB1 FTCD FTSJ1 FTSJ3 GAMT GART GATM GCSH GNMT GSTCD HEMK1 HENMT1 HNMT ICMT INMT JARID2 KMT2A KMT2B KMT2C KMT2D KMT2E KMT5A KMT5B KMT5C LCMT1 LCMT2 MECOM MEPCE METTL1 METTL13 METTL14 METTL15 METTL15P1 METTL16 METTL17 METTL18 METTL21A METTL21C METTL21EP METTL22 METTL23 METTL24 METTL25 METTL25B METTL26 METTL27 METTL2A METTL2B METTL3 METTL4 METTL5 METTL6 METTL7A METTL7B METTL8 METTL9 MGMT MRM1 MRM2 MRM3 MTFMT MTR N6AMT1 NDUFAF5 NDUFAF7 NNMT NOP2 NSD1 NSD2 NSD3 NSUN2 NSUN3 NSUN4 NSUN5 NSUN5P1 NSUN5P2 NSUN6 NSUN7 NTMT1 NTMT2 OTC PCIF1 PCMT1 PCMTD1 PCMTD2 PEMT PNMT PRDM1 PRDM10 PRDM11 PRDM12 PRDM13 PRDM14 PRDM15 PRDM16 PRDM2 PRDM4 PRDM5 PRDM6 PRDM7 PRDM8 PRDM9 PRMT1 PRMT2 PRMT3 PRMT5 PRMT6 PRMT7 PRMT8 PRMT9 RNMT RRP8 SETBP1 SETD1A SETD1B SETD2 SETD3 SETD4 SETD5 SETD6 SETD7 SETD9 SETDB1 SETDB2 SETMAR SHMT1 SHMT2 SIRT7 SMS SMYD1 SMYD2 SMYD3 SMYD4 SMYD5 SPOUT1 SRM SUV39H1 SUV39H2 SUZ12 TARBP1 TFB1M TFB2M TGS1 THUMPD2 THUMPD3 TPMT TRDMT1 TRMO TRMT1 TRMT10A TRMT10B TRMT10C TRMT11 TRMT112 TRMT12 TRMT13 TRMT1L TRMT2A TRMT2B TRMT44 TRMT5 TRMT61A TRMT61B TRMT9B TTLL12 TYMS TYW3 VCPKMT WDR5 ZCCHC4 GOMF_TRANSFERASE_ACTIVITY_TRANSFERRING_PHOSPHORUS_CONTAINING_GROUPS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TRANSFERASE_ACTIVITY_TRANSFERRING_PHOSPHORUS_CONTAINING_GROUPS AAK1 AASDHPPT AATK ABL1 ABL2 ACVR1 ACVR1B ACVR1C ACVR2A ACVR2B ACVRL1 ADCK1 ADCK2 ADCK5 ADK ADPGK AGK AK1 AK2 AK3 AK4 AK5 AK6 AK7 AK8 AK9 AKT1 AKT2 AKT3 ALDH18A1 ALK ALPK1 ALPK2 ALPK3 AMHR2 ANKK1 ARAF ART1 ART3 ART4 ART5 ATM ATP23 ATR AURKA AURKB AURKC AVP AXL BAZ1B BCKDK BCR BLK BMP2K BMPR1A BMPR1B BMPR2 BMX BRAF BRD2 BRD4 BRSK1 BRSK2 BTK BUB1 BUB1B C8orf44-SGK3 CAD CAMK1 CAMK1D CAMK1G CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 CAMKK1 CAMKK2 CAMKV CARD11 CASK CCL2 CCL3 CCL5 CCL8 CCND1 CCND3 CCNE1 CCNK CDC42BPA CDC42BPB CDC42BPG CDC7 CDIPT CDK1 CDK10 CDK11A CDK11B CDK12 CDK13 CDK14 CDK15 CDK16 CDK17 CDK18 CDK19 CDK2 CDK20 CDK3 CDK4 CDK5 CDK5R1 CDK6 CDK7 CDK8 CDK9 CDKL1 CDKL2 CDKL3 CDKL4 CDKL5 CDKN1A CDS1 CDS2 CEPT1 CERK CERKL CERT1 CGAS CHEK1 CHEK2 CHKA CHKB CHPT1 CHRAC1 CHUK CIITA CILK1 CIT CKB CKM CKMT1A CKMT1B CKMT2 CLK1 CLK2 CLK3 CLK4 CLP1 CMAS CMPK1 CMPK2 COASY COQ8A COQ8B CPNE3 CRCP CRIM1 CRLS1 CRPPA CSF1R CSK CSNK1A1 CSNK1A1L CSNK1D CSNK1E CSNK1G1 CSNK1G2 CSNK1G3 CSNK2A1 CSNK2A2 CSNK2B CTU1 CTU2 DAPK1 DAPK2 DAPK3 DCAF1 DCAKD DCK DCLK1 DCLK2 DCLK3 DDR1 DDR2 DGKA DGKB DGKD DGKE DGKG DGKH DGKI DGKK DGKQ DGKZ DGUOK DKC1 DLG1 DLG2 DMPK DNTT DOLK DPAGT1 DSTYK DTYMK DYRK1A DYRK1B DYRK2 DYRK3 DYRK4 EEF2K EFEMP1 EFNA3 EFNA4 EFNB3 EGFR EIF2AK1 EIF2AK2 EIF2AK3 EIF2AK4 ENG ENSG00000275993 EPHA1 EPHA10 EPHA2 EPHA3 EPHA4 EPHA5 EPHA6 EPHA7 EPHA8 EPHB1 EPHB2 EPHB3 EPHB4 EPHB6 ERBB2 ERBB3 ERBB4 ERN1 ERN2 ETNK1 ETNK2 FAM20A FAM20B FAM20C FASTK FCSK FER FES FGFR1 FGFR2 FGFR3 FGFR4 FGFRL1 FGGY FGR FHIT FICD FKRP FKTN FLAD1 FLT1 FLT3 FLT4 FN3K FN3KRP FPGT FRK FYN G6PC1 GAK GALK1 GALK2 GALT GCK GDPGP1 GK GK2 GK5 GLYCTK GMPPB GNE GNPTAB GNPTG GPHN GRK1 GRK2 GRK3 GRK4 GRK5 GRK6 GRK7 GSK3A GSK3B GUCY2C GUCY2D GUCY2F GUK1 GYS1 GYS2 HASPIN HCK HIPK1 HIPK2 HIPK3 HIPK4 HJV HK1 HK2 HK3 HKDC1 HSPB8 HTATIP2 HUNK HYKK IDNK IGF1R IGF2R IKBKB IKBKE ILK INSR INSRR IP6K1 IP6K2 IP6K3 IPMK IPPK IRAK1 IRAK2 IRAK3 IRAK4 ITK ITPK1 ITPKA ITPKB ITPKC JAK1 JAK2 JAK3 KALRN KARS1 KDR KHK KIT KSR1 KSR2 LATS1 LATS2 LCK LIMK1 LIMK2 LMTK2 LMTK3 LRGUK LRRK1 LRRK2 LTBP1 LTBP4 LTK LYN MAB21L1 MAGI3 MAK MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K5 MAP2K6 MAP2K7 MAP3K1 MAP3K10 MAP3K11 MAP3K12 MAP3K13 MAP3K14 MAP3K15 MAP3K19 MAP3K2 MAP3K20 MAP3K21 MAP3K3 MAP3K4 MAP3K5 MAP3K6 MAP3K7 MAP3K8 MAP3K9 MAP4K1 MAP4K2 MAP4K3 MAP4K4 MAP4K5 MAPK1 MAPK10 MAPK11 MAPK12 MAPK13 MAPK14 MAPK15 MAPK3 MAPK4 MAPK6 MAPK7 MAPK8 MAPK9 MAPKAPK2 MAPKAPK3 MAPKAPK5 MARK1 MARK2 MARK3 MARK4 MAST1 MAST2 MAST3 MAST4 MASTL MATK MB21D2 MED20 MED21 MELK MERTK MET MINK1 MKNK1 MKNK2 MLKL MMD MMD2 MOCS3 MOK MOS MPP1 MST1R MTOR MTPAP MUSK MVK MYLK MYLK2 MYLK3 MYLK4 MYO3A MYO3B N4BP2 NADK NADK2 NAGK NANS NEK1 NEK10 NEK11 NEK2 NEK3 NEK4 NEK5 NEK6 NEK7 NEK8 NEK9 NIM1K NLK NME1 NME2 NME2P1 NME3 NME4 NME5 NME6 NME7 NME9 NMNAT1 NMNAT2 NMNAT3 NMRK1 NMRK2 NOL9 NPR1 NPR2 NRBP1 NRBP2 NRK NRP1 NRP2 NT5C2 NT5C3A NTRK1 NTRK2 NTRK3 NUAK1 NUAK2 NUDT5 OAS1 OAS2 OAS3 OASL OBSCN OXSR1 PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 PAN3 PANK1 PANK2 PANK3 PANK4 PAPOLA PAPOLB PAPOLG PAPSS1 PAPSS2 PARP1 PARP10 PARP11 PARP12 PARP14 PARP15 PARP16 PARP2 PARP3 PARP4 PARP6 PARP8 PARP9 PASK PBK PCK1 PCYT1A PCYT1B PCYT2 PDGFRA PDGFRB PDGFRL PDIK1L PDK1 PDK2 PDK3 PDK4 PDPK1 PDXK PEAK1 PEAK3 PFKFB1 PFKFB2 PFKFB3 PFKFB4 PFKL PFKM PFKP PGK1 PGK2 PGM2L1 PGS1 PHKA1 PHKA2 PHKG1 PHKG2 PI4K2A PI4K2B PI4KA PI4KAP2 PI4KB PIGF PIGG PIGN PIGO PIK3C2A PIK3C2B PIK3C2G PIK3C3 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R3 PIK3R4 PIK3R6 PIKFYVE PIM1 PIM2 PIM3 PINK1 PIP4K2A PIP4K2B PIP4K2C PIP5K1A PIP5K1B PIP5K1C PIP5KL1 PIPSL PKDCC PKLR PKM PKMYT1 PKN1 PKN2 PKN3 PLK1 PLK2 PLK3 PLK4 PLK5 PMS2P1 PMS2P11 PMVK PNCK PNKP PNPT1 POLA1 POLB POLD1 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POLG POLG2 POLH POLI POLK POLL POLM POLN POLQ POLR1A POLR1B POLR1C POLR1D POLR1H POLR2A POLR2B POLR2C POLR2E POLR2F POLR2H POLR2I POLR2J POLR2J2 POLR2J3 POLR2K POLR2L POLR3A POLR3B POLR3C POLR3F POLR3G POLR3H POLR3K POLRMT POMK PPIP5K1 PPIP5K2 PPM1D PPP1R9B PRAG1 PRIM1 PRIMPOL PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKACA PRKACB PRKACG PRKAG1 PRKAG2 PRKAG3 PRKCA PRKCB PRKCD PRKCE PRKCG PRKCH PRKCI PRKCQ PRKCZ PRKD1 PRKD2 PRKD3 PRKDC PRKG1 PRKG2 PRKX PRKY PRPF4B PRPS1 PRPS1L1 PRPS2 PRPSAP1 PRPSAP2 PSKH1 PSKH2 PSTK PTDSS1 PTDSS2 PTGES3 PTK2 PTK2B PTK6 PTK7 PXK RAF1 RASSF2 RBKS RET REV1 REV3L RFK RIOK1 RIOK2 RIOK3 RIPK1 RIPK2 RIPK3 RIPK4 RMRP RNASEL RNGTT ROCK1 ROCK2 ROR1 ROR2 ROS1 RPAP1 RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA4 RPS6KA5 RPS6KA6 RPS6KB1 RPS6KB2 RPS6KC1 RPS6KL1 RSKR RYK SAMD8 SBK1 SBK2 SBK3 SCYL1 SCYL2 SCYL3 SELENOI SELENOO SEPHS1 SEPHS2 SGK1 SGK2 SGK3 SGMS1 SGMS2 SHPK SIK1 SIK2 SIK3 SIRT4 SIRT6 SLK SMG1 SNRK SOSTDC1 SPEG SPHK1 SPHK2 SQSTM1 SRC SRMS SRPK1 SRPK2 SRPK3 STK10 STK11 STK16 STK17A STK17B STK19 STK24 STK25 STK26 STK3 STK31 STK32A STK32B STK32C STK33 STK35 STK36 STK38 STK38L STK39 STK4 STK40 STKLD1 STRADA STRADB STYK1 SYK TAF1 TAF1L TAMM41 TAOK1 TAOK2 TAOK3 TBCK TBK1 TEC TEK TENT2 TENT4A TENT4B TENT5A TENT5B TENT5C TENT5D TEP1 TERC TERF1 TERF2 TERT TESK1 TESK2 TEX14 TGFBR1 TGFBR2 TGFBR3 TGFBR3L THG1L TIE1 TIPARP TJP2 TK1 TK2 TKFC TLK1 TLK2 TNIK TNK1 TNK2 TNKS TNKS2 TNNI3K TOP1 TP53RK TPK1 TRIB1 TRIB2 TRIB3 TRIM24 TRIM28 TRIO TRNT1 TRPM6 TRPM7 TRPT1 TRRAP TSSK1B TSSK2 TSSK3 TSSK4 TSSK6 TTBK1 TTBK2 TTK TTN TUT1 TUT4 TUT7 TWF1 TXK TYK2 TYRO3 UAP1 UAP1L1 UBA6 UCK1 UCK2 UCKL1 UGP2 UHMK1 ULK1 ULK2 ULK3 ULK4 UPRT VRK1 VRK2 VRK3 WEE1 WEE2 WNK1 WNK2 WNK3 WNK4 XYLB YES1 YRDC ZAP70 GOMF_TRANSFERASE_ACTIVITY_TRANSFERRING_SULPHUR_CONTAINING_GROUPS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TRANSFERASE_ACTIVITY_TRANSFERRING_SULPHUR_CONTAINING_GROUPS ACAA1 ACSM3 CDK5RAP1 CDKAL1 CHST1 CHST10 CHST11 CHST12 CHST13 CHST14 CHST15 CHST2 CHST3 CHST4 CHST5 CHST6 CHST7 CHST8 CHST9 CTU2 DSEL GAL3ST1 GAL3ST2 GAL3ST3 GAL3ST4 HS2ST1 HS3ST1 HS3ST2 HS3ST3A1 HS3ST3B1 HS3ST4 HS3ST5 HS3ST6 HS6ST1 HS6ST2 HS6ST3 LIAS MOCOS MOCS2 MOCS3 MPST NDST1 NDST2 NDST3 NDST4 NFS1 OXCT1 OXCT2 SUGCT SULT1A1 SULT1A2 SULT1A3 SULT1A4 SULT1B1 SULT1C2 SULT1C3 SULT1C4 SULT1E1 SULT2A1 SULT2B1 SULT4A1 SULT6B1 TPST1 TPST2 TRMU TST TSTD1 UBA6 UST WSCD1 WSCD2 GOMF_TRANSFERRIN_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TRANSFERRIN_RECEPTOR_BINDING CD81 CHUK HFE HJV IKBKB IKBKG RGMA SNX1 SNX2 SNX4 TF GOMF_TRANSFORMING_GROWTH_FACTOR_BETA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TRANSFORMING_GROWTH_FACTOR_BETA_BINDING ACVR1 ACVRL1 CD109 CD36 CHRDL1 ENG HYAL2 ITGAV LRRC32 LTBP1 LTBP3 LTBP4 NRROS TGFB3 TGFBR1 TGFBR2 TGFBR3 TGFBR3L THBS1 TSKU TWSG1 VASN WFIKKN1 WFIKKN2 GOMF_TRANSFORMING_GROWTH_FACTOR_BETA_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TRANSFORMING_GROWTH_FACTOR_BETA_RECEPTOR_ACTIVITY ACVR1 ACVRL1 AMHR2 BMPR1A BMPR1B BMPR2 ENG LTBP1 LTBP4 TGFBR1 TGFBR2 TGFBR3 TGFBR3L GOMF_TRANSFORMING_GROWTH_FACTOR_BETA_RECEPTOR_ACTIVITY_TYPE_I https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TRANSFORMING_GROWTH_FACTOR_BETA_RECEPTOR_ACTIVITY_TYPE_I ACVR1 ACVRL1 BMPR1A BMPR1B TGFBR1 GOMF_TRANSFORMING_GROWTH_FACTOR_BETA_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TRANSFORMING_GROWTH_FACTOR_BETA_RECEPTOR_BINDING AMH BAMBI ENG FERMT2 FKBP1A INHBC LEFTY1 LEFTY2 LRG1 MAP3K7 RASL11B SMAD2 SMAD3 SMAD6 SMAD7 SMURF1 SNX6 TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 TGFBR3L TGFBRAP1 USP15 GOMF_TRANSITION_METAL_ION_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TRANSITION_METAL_ION_BINDING AARS1 AARS2 ABCE1 ABL1 ABL2 ABO ACE ACE2 ACER3 ACMSD ACO2 ACP5 ACR ADA ADA2 ADAM30 ADAM33 ADAM8 ADAMDEC1 ADAMTS1 ADAMTS13 ADAMTS15 ADAMTS2 ADAMTS20 ADAMTS3 ADAMTS4 ADAMTS5 ADAMTS8 ADAMTS9 ADAT2 ADCY10 ADCY2 ADH1A ADH1B ADH1C ADH4 ADH5 ADH6 ADH7 ADI1 ADNP ADO ADPRM AEBP1 AFG3L2 AGBL1 AGBL2 AGBL3 AGBL4 AGBL5 AGMO AGTPBP1 AICDA AIRE AKAP8 ALAD ALB ALKBH1 ALKBH2 ALKBH3 ALKBH8 ALOX12 ALOX12B ALOX15 ALOX15B ALOX5 ALOXE3 ALPI ALPP ANAPC11 ANG ANKIB1 ANPEP AOC1 AOC2 AOC3 AOPEP AOX1 APEX2 APIP APLP1 APLP2 APOA4 APOBEC1 APOBEC3A APOBEC3B APOBEC3C APOBEC3D APOBEC3F APOBEC3G APOBEC3H APOBEC4 APP AR ARG1 ARG2 ARHGEF2 ARIH1 ARIH2 ASAH2 ASTL ATOX1 ATP13A2 ATP7A ATP7B ATXN7L3 B4GALT1 B4GALT7 BAZ1B BBOX1 BHMT BHMT2 BIRC2 BLM BLVRA BMI1 BMP1 BRAP BRCA1 C11orf54 CA1 CA10 CA11 CA12 CA13 CA14 CA2 CA3 CA4 CA5A CA5B CA6 CA7 CA8 CA9 CAD CALB1 CALR CBLB CBLC CCS CD4 CDA CDADC1 CDIP1 CDO1 CH25H CHD3 CHD4 CHMP1A CHORDC1 CHURC1 CIAPIN1 CIZ1 CLIP1 CLPX CNBP COA6 COL25A1-DT COMMD1 COX11 COX17 CP CPA1 CPA2 CPA3 CPA4 CPA5 CPA6 CPB1 CPB2 CPD CPE CPM CPN1 CPO CPSF4 CPXM1 CPXM2 CPZ CREBBP CRIP1 CRIP2 CRNN CRYZ CSRP1 CTCF CUL9 CUTA CUTC CXXC1 CXXC4 CXXC5 CYGB CYLD CYP11A1 CYP11B1 CYP11B2 CYP17A1 CYP19A1 CYP1A1 CYP1A2 CYP1B1 CYP20A1 CYP21A2 CYP24A1 CYP26A1 CYP26B1 CYP26C1 CYP27A1 CYP27B1 CYP27C1 CYP2A13 CYP2A6 CYP2A7 CYP2B6 CYP2C18 CYP2C19 CYP2C8 CYP2C9 CYP2D6 CYP2D7 CYP2E1 CYP2F1 CYP2G1P CYP2J2 CYP2R1 CYP2S1 CYP2U1 CYP2W1 CYP39A1 CYP3A4 CYP3A43 CYP3A5 CYP3A7 CYP46A1 CYP4A11 CYP4A22 CYP4B1 CYP4F11 CYP4F12 CYP4F2 CYP4F22 CYP4F3 CYP4F8 CYP4V2 CYP4X1 CYP4Z1 CYP4Z2P CYP51A1 CYP7A1 CYP7B1 CYP8B1 CZIB D2HGDH DBF4 DBF4B DBH DCP2 DCT DCTD DHH DHX58 DMD DNAJC21 DNAJC24 DNLZ DNMT1 DNPEP DOHH DPEP1 DPF3 DPH3 DPP3 DPYS DRP2 DTNA DTNB DTX1 DTX2 DTX4 DUSP12 DYRK2 DYTN EARS2 ECE1 EEA1 EGLN1 EGLN2 EGLN3 EGR1 EHMT1 EHMT2 ENDOU ENPEP ENPP1 ENPP2 ENPP3 ENPP5 ENPP7 EP300 EPRS1 ERAP1 ERAP2 ERI2 ESCO1 ESR1 ESR2 ESRRA ESRRB ESRRG ETHE1 EXD2 EXTL2 F5 F8 FA2H FAM20C FAXDC2 FBXL19 FBXL5 FBXO11 FBXO30 FBXO40 FBXO43 FDX1 FECH FEN1 FLG FLG2 FNTB FTH1 FTH1P19 FTHL17 FTL FTMT FTO FXN GALNT1 GALNT2 GALNT3 GALNT4 GALT GATA1 GATA2 GATA3 GATA4 GATA5 GATA6 GATAD1 GATAD2B GCH1 GCM1 GDA GLI2 GLO1 GLRA1 GPC1 GRIN2A GRIN2B GTF2B GTF2H2 GTF2H2C GTF2H2C_2 GYG1 HAAO HAMP HBA1 HBA2 HBQ1 HBZ HDAC10 HDAC4 HDAC6 HEPH HEPHL1 HERC2 HHIP HIF1AN HLTF HMGCL HNF4A HNF4G HRG HRNR IDE IFIH1 IGHMBP2 IKZF4 IKZF5 IL1A IMPA1 ISCA2 ISCU ITGB1BP2 JMJD6 KAT6A KAT7 KCMF1 KDM1B KDM2A KDM2B KDM3A KDM4A KDM4C KDM5A KDM5B KDM5C KDM7A KLF4 KLF7 KMT2A KMT2B KNG1 KPNB1 L3MBTL1 L3MBTL2 L3MBTL3 L3MBTL4 LACC1 LACTB2 LANCL1 LAP3 LARGE1 LARGE2 LCN1 LCN2 LIG3 LIMS1 LIN28A LIN28B LITAF LITAFD LMCD1 LNPEP LOX LOXL1 LOXL2 LOXL3 LOXL4 LTA4H LTF LTN1 LVRN MAP3K1 MARCHF1 MARCHF10 MARCHF11 MARCHF2 MARCHF3 MARCHF4 MARCHF5 MARCHF6 MARCHF7 MARCHF8 MARCHF9 MATR3 MBD1 MBTD1 MDM2 MDM4 ME1 MEFV MELTF MEP1A MEP1B MGAT1 MGAT2 MGAT5 MGAT5B MIB1 MIB2 MID1 MID2 MIOX MME MMP1 MMP10 MMP11 MMP12 MMP13 MMP14 MMP15 MMP16 MMP17 MMP19 MMP2 MMP20 MMP21 MMP23B MMP24 MMP25 MMP26 MMP27 MMP28 MMP3 MMP7 MMP8 MMP9 MNAT1 MOCOS MORC1 MORC2 MORC3 MORC4 MOXD1 MOXD2P MPI MPPE1 MPPED2 MRE11 MSMO1 MSRB1 MSRB2 MSRB3 MT-CO2 MT1A MT1B MT1E MT1F MT1G MT1H MT1M MT1X MT2A MT3 MTARC1 MTARC2 MTCO2P12 MTPAP MTR MUC2 MYCBP2 MYRIP MYT1 MYT1L NAALADL1 NANOS1 NANOS2 NANOS3 NAPEPLD NBR1 NEIL1 NEIL2 NEIL3 NEK4 NFU1 NFX1 NFXL1 NOS1 NOS3 NPEPL1 NPEPPS NPEPPSP1 NQO2 NR1D1 NR1D2 NR1H2 NR1H3 NR1H4 NR1I2 NR1I3 NR2C1 NR2C2 NR2E1 NR2E3 NR2F1 NR2F2 NR2F6 NR3C1 NR3C2 NR4A1 NR4A2 NR4A3 NR5A1 NR5A2 NR6A1 NSD1 NSMCE2 NT5E NUDT12 NUDT16 NUDT3 NUDT7 NUDT8 OGFOD1 OGFOD2 OGFOD3 OR5AR1 OTUD7A OTUD7B P2RX4 P3H1 P3H2 P3H3 P4HA1 P4HA2 P4HA3 P4HTM PAH PAM PAPOLA PAPPA PAPPA2 PARK7 PARP1 PCK1 PCK2 PDE2A PDXK PDZRN3 PEG10 PEPD PEX10 PEX12 PEX2 PGGT1B PGLYRP1 PGLYRP2 PGLYRP3 PGLYRP4 PGR PHC1 PHC2 PHC3 PHEX PHF14 PHF2 PHF5A PHF8 PHYH PIAS1 PIAS2 PIAS3 PIAS4 PIKFYVE PIM1 PITRM1 PLA2G15 PLOD1 PLOD2 PLOD3 PLSCR1 PLSCR3 PML PNMA3 POLA1 POLE POLR1H POLR2I POLR2K POLR2L POLR3K POMGNT1 PPARA PPARD PPARG PPEF1 PPEF2 PPM1A PPM1B PPM1M PPM1N PRDM2 PRICKLE1 PRICKLE2 PRICKLE3 PRICKLE4 PRIM1 PRIMPOL PRKACA PRKCA PRKCB PRKCG PRKN PRM2 PRND PRNP PTER PTGIS PTGR2 PTGR3 PTPN1 QPCT QPCTL RABGEF1 RABGGTA RABGGTB RABIF RAG1 RAG2 RARA RARB RARG RASGRP1 RASSF1 RBAK RBBP6 RBM20 RBM4 RBM4B RBSN RBX1 RC3H1 RCHY1 RGN RIGI RIOX1 RNF11 RNF112 RNF125 RNF139 RNF14 RNF144A RNF144B RNF145 RNF146 RNF151 RNF165 RNF167 RNF19A RNF19B RNF2 RNF207 RNF216 RNF217 RNF24 RNF26 RNF31 RNF4 RNF41 RNF5 RNF7 RNF8 RNPEP RNPEPL1 RORA RORB RORC RPH3A RPS27 RPS29 RPTN RRM2 RTL3 RTL4 RTN4IP1 RXRA RXRB RXRG S100A12 S100A13 S100A2 S100A3 S100A4 S100A5 S100A6 S100A7 S100A7A S100A8 S100A9 S100B S100G S100P SAMHD1 SAP30L SC5D SCAPER SCD SCO1 SCO2 SEC23A SEC23B SEC24A SEC24B SEC24C SEC24D SEMG1 SEMG2 SETDB1 SETDB2 SETMAR SF1 SF3A2 SF3A3 SHANK3 SHH SHMT1 SHMT2 SIAH1 SIAH2 SIRT2 SIRT3 SIRT4 SIRT5 SIRT6 SKI SLC11A2 SLC30A8 SLC31A1 SLC39A4 SLFN13 SLU7 SMAD3 SMPD1 SMPDL3A SMPDL3B SNAI3 SNCA SNCB SNCG SNRPC SNTN SOD1 SOD2 SOD3 SORD SPG7 SQSTM1 SREK1IP1 SRSF7 ST18 SUMF1 SUOX SUPT4H1 SUV39H1 SUV39H2 TAB2 TAB3 TADA2A TADA2B TARS1 TBXAS1 TCEA1 TCEA2 TCEA3 TCHH TCHHL1 TDP2 TES TET1 TET2 TET3 TF TH THAP1 THAP11 THRA THRB TIMM10 TIMM13 TIMM8A TIMM8B TIMM9 TIMP1 TIMP2 TK1 TLL1 TLL2 TMEM163 TMLHE TNFAIP3 TNFSF10 TNKS TNP2 TOP3A TP53 TPH1 TPH2 TRAF1 TRAF2 TRAF3 TRAF4 TRAF5 TRAF6 TRAF7 TRHDE TRIM10 TRIM11 TRIM13 TRIM14 TRIM15 TRIM16 TRIM17 TRIM2 TRIM21 TRIM22 TRIM23 TRIM24 TRIM26 TRIM27 TRIM28 TRIM29 TRIM3 TRIM31 TRIM32 TRIM33 TRIM34 TRIM35 TRIM36 TRIM37 TRIM38 TRIM39 TRIM4 TRIM40 TRIM41 TRIM42 TRIM43 TRIM43B TRIM44 TRIM45 TRIM46 TRIM47 TRIM48 TRIM49 TRIM49B TRIM49C TRIM49D1 TRIM49D2 TRIM5 TRIM50 TRIM51 TRIM51G TRIM52 TRIM54 TRIM55 TRIM56 TRIM58 TRIM59 TRIM6 TRIM60 TRIM61 TRIM62 TRIM63 TRIM64 TRIM64B TRIM64C TRIM65 TRIM66 TRIM67 TRIM68 TRIM7 TRIM71 TRIM72 TRIM73 TRIM74 TRIM75 TRIM77 TRIM8 TRIM9 TRIML2 TRIP4 TRIT1 TRPS1 TTF2 TUT4 TUT7 TYR TYW5 UBA5 UBR1 UBR2 UBR3 UBR4 UBR5 UBR7 UHRF1 UPB1 UPF1 USP13 USP16 USP20 USP22 USP3 USP33 USP39 USP44 USP45 USP49 USP5 USP51 UTRN VAT1 VAT1L VDR WBP4 WDFY1 WRN WT1 XAF1 XDH XPNPEP1 XPNPEP3 XXYLT1 XYLT2 ZACN ZBTB32 ZC3HC1 ZCCHC10 ZCCHC12 ZCCHC13 ZCCHC14 ZCCHC17 ZCCHC2 ZCCHC24 ZCCHC3 ZCCHC4 ZCCHC7 ZCCHC8 ZCCHC9 ZCRB1 ZCWPW1 ZCWPW2 ZDBF2 ZDHHC15 ZDHHC20 ZEB1 ZFAND1 ZFAND2A ZFAND2B ZFAND3 ZFAND4 ZFAND5 ZFAND6 ZFHX2 ZFHX3 ZFHX4 ZFP37 ZFPL1 ZFPM2 ZFR ZFR2 ZFTRAF1 ZFYVE1 ZGLP1 ZGRF1 ZIM2 ZKSCAN5 ZMAT1 ZMAT2 ZMAT3 ZMAT4 ZMAT5 ZMIZ1 ZMIZ2 ZMYM1 ZMYM2 ZMYM3 ZMYM4 ZMYM5 ZMYM6 ZMYND11 ZMYND8 ZNF117 ZNF146 ZNF184 ZNF185 ZNF195 ZNF2 ZNF205 ZNF208 ZNF212 ZNF214 ZNF22 ZNF276 ZNF282 ZNF3 ZNF318 ZNF330 ZNF331 ZNF346 ZNF385A ZNF385B ZNF385C ZNF385D ZNF407 ZNF593 ZNF622 ZNF638 ZNF675 ZNF75D ZNF8 ZNF830 ZNF84 ZNF90 ZNF91 ZNF92 ZNF93 ZNFX1 ZPR1 ZRANB3 ZSWIM1 ZSWIM2 ZSWIM3 ZSWIM4 ZSWIM5 ZSWIM6 ZSWIM7 ZSWIM8 ZZEF1 ZZZ3 GOMF_TRANSITION_METAL_ION_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TRANSITION_METAL_ION_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ATP13A1 ATP2C1 ATP2C2 ATP7A ATP7B MCOLN1 MMGT1 SLC11A1 SLC11A2 SLC25A28 SLC25A37 SLC30A1 SLC30A10 SLC30A2 SLC30A3 SLC30A4 SLC30A5 SLC30A6 SLC30A7 SLC30A8 SLC30A9 SLC31A1 SLC31A2 SLC39A1 SLC39A10 SLC39A11 SLC39A12 SLC39A13 SLC39A14 SLC39A2 SLC39A3 SLC39A4 SLC39A5 SLC39A6 SLC39A7 SLC39A8 SLC39A9 SLC40A1 SLC46A3 TMEM165 TRPM2 TTYH1 GOMF_TRANSKETOLASE_OR_TRANSALDOLASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TRANSKETOLASE_OR_TRANSALDOLASE_ACTIVITY ILVBL TALDO1 TKT TKTL1 TKTL2 GOMF_TRANSLATION_ACTIVATOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TRANSLATION_ACTIVATOR_ACTIVITY BOLL CTIF DAZ1 DAZ2 DAZ3 DAZ4 DAZL DHX29 LARP1 MIF4GD PABPC1 PAIP1 RPS27L GOMF_TRANSLATION_ELONGATION_FACTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TRANSLATION_ELONGATION_FACTOR_ACTIVITY ABTB1 EEF1A1 EEF1A1P5 EEF1A2 EEF1B2 EEF1D EEF1G EEF2 EEFSEC EFL1 EFTUD2 EIF5A EIF5A2 EIF5AL1 GFM1 GFM2 GTPBP1 GTPBP2 HBS1L TSFM TUFM GOMF_TRANSLATION_FACTOR_ACTIVITY_RNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TRANSLATION_FACTOR_ACTIVITY_RNA_BINDING ABCF1 ABTB1 AGO2 COPS5 CPEB1 CPEB2 CPEB3 CPEB4 DENR DHX29 EEF1A1 EEF1A1P5 EEF1A2 EEF1B2 EEF1D EEF1G EEF2 EEF2K EEFSEC EFL1 EFTUD2 EIF1 EIF1AD EIF1AX EIF1AY EIF1B EIF2A EIF2B1 EIF2B2 EIF2B3 EIF2B4 EIF2B5 EIF2D EIF2S1 EIF2S2 EIF2S3 EIF2S3B EIF3A EIF3B EIF3C EIF3CL EIF3D EIF3E EIF3F EIF3G EIF3H EIF3I EIF3J EIF3K EIF3L EIF3M EIF4A1 EIF4A2 EIF4B EIF4E EIF4E1B EIF4E2 EIF4E3 EIF4G1 EIF4G2 EIF4G3 EIF4H EIF5 EIF5A EIF5A2 EIF5AL1 EIF5B EIF6 ETF1 GCN1 GFM1 GFM2 GSPT1 GSPT2 GTPBP1 GTPBP2 HBS1L MCTS1 MRPL58 MTIF2 MTIF3 MTRF1 MTRF1L MTRFR TSFM TUFM GOMF_TRANSLATION_INITIATION_FACTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TRANSLATION_INITIATION_FACTOR_ACTIVITY AGO2 COPS5 DENR DHX29 EIF1 EIF1AD EIF1AX EIF1AY EIF1B EIF2A EIF2B1 EIF2B2 EIF2B3 EIF2B4 EIF2B5 EIF2D EIF2S1 EIF2S2 EIF2S3 EIF2S3B EIF3A EIF3B EIF3C EIF3CL EIF3D EIF3E EIF3F EIF3G EIF3H EIF3I EIF3J EIF3K EIF3L EIF3M EIF4A1 EIF4A2 EIF4B EIF4E EIF4E1B EIF4E2 EIF4E3 EIF4G1 EIF4G2 EIF4G3 EIF4H EIF5 EIF5B EIF6 MCTS1 MTIF2 MTIF3 GOMF_TRANSLATION_INITIATION_FACTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TRANSLATION_INITIATION_FACTOR_BINDING ANGEL1 C8orf88 DAPL1 DDX3X EIF2B4 EIF2B5 EIF2S2 EIF3B EIF3C EIF3CL EIF3F EIF3M EIF4E EIF4EBP1 EIF4EBP2 EIF4EBP3 EIF4G1 EIF5 FMR1 GCH1 GLE1 HHEX LARP1 LIN28A NCK1 OTX2 POLR2D POLR2G RPS24 SYT11 TBL2 TRIM32 ZPR1 GOMF_TRANSLATION_REGULATOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TRANSLATION_REGULATOR_ACTIVITY ABCF1 ABTB1 AGO2 AIRE BOLL CELF1 CELF4 CIRBP CNBP COPS5 CPEB1 CPEB2 CPEB3 CPEB4 CTIF DAPL1 DAZ1 DAZ2 DAZ3 DAZ4 DAZL DENR DHFR DHFRP1 DHX29 EEF1A1 EEF1A1P5 EEF1A2 EEF1B2 EEF1D EEF1G EEF2 EEF2K EEFSEC EFL1 EFTUD2 EIF1 EIF1AD EIF1AX EIF1AY EIF1B EIF2A EIF2B1 EIF2B2 EIF2B3 EIF2B4 EIF2B5 EIF2D EIF2S1 EIF2S2 EIF2S3 EIF2S3B EIF3A EIF3B EIF3C EIF3CL EIF3D EIF3E EIF3F EIF3G EIF3H EIF3I EIF3J EIF3K EIF3L EIF3M EIF4A1 EIF4A2 EIF4B EIF4E EIF4E1B EIF4E2 EIF4E3 EIF4EBP1 EIF4EBP2 EIF4EBP3 EIF4G1 EIF4G2 EIF4G3 EIF4H EIF5 EIF5A EIF5A2 EIF5AL1 EIF5B EIF6 ETF1 FMR1 FXR1 FXR2 GCN1 GFM1 GFM2 GSPT1 GSPT2 GTPBP1 GTPBP2 HBS1L IFRD2 IGF2BP1 IGF2BP2 IGF2BP3 LARP1 MCTS1 MIF4GD MIR1-1 MIR100 MIR101-1 MIR103A1 MIR103B1 MIR105-1 MIR106A MIR106B MIR107 MIR10A MIR10B MIR1207 MIR1224 MIR1246 MIR125A MIR125B1 MIR126 MIR127 MIR1271 MIR1277 MIR128-1 MIR129-1 MIR1298 MIR130A MIR130B MIR132 MIR133A1 MIR133B MIR134 MIR135A1 MIR135B MIR136 MIR137 MIR138-1 MIR139 MIR140 MIR141 MIR142 MIR143 MIR144 MIR145 MIR146A MIR146B MIR147A MIR148A MIR148B MIR149 MIR150 MIR151A MIR152 MIR153-1 MIR154 MIR155 MIR15A MIR15B MIR16-1 MIR17 MIR181A2 MIR181B1 MIR181C MIR181D MIR182 MIR183 MIR185 MIR186 MIR187 MIR188 MIR18A MIR18B MIR1908 MIR190B MIR191 MIR192 MIR193A MIR193B MIR194-1 MIR195 MIR196A1 MIR198 MIR199A1 MIR199B MIR19A MIR19B1 MIR200A MIR200B MIR200C MIR203A MIR204 MIR205 MIR206 MIR208A MIR208B MIR20A MIR20B MIR21 MIR210 MIR212 MIR214 MIR215 MIR217 MIR218-1 MIR219A1 MIR22 MIR221 MIR222 MIR223 MIR224 MIR2355 MIR23A MIR24-1 MIR25 MIR26A1 MIR26B MIR27A MIR27B MIR28 MIR296 MIR298 MIR299 MIR29A MIR29B1 MIR29C MIR301A MIR301B MIR302A MIR302C MIR302D MIR302E MIR30A MIR30B MIR30C1 MIR30C2 MIR30D MIR30E MIR31 MIR3148 MIR3173 MIR32 MIR320A MIR323A MIR326 MIR328 MIR329-1 MIR330 MIR335 MIR338 MIR339 MIR33A MIR33B MIR342 MIR345 MIR346 MIR34A MIR34B MIR34C MIR361 MIR3619 MIR362 MIR363 MIR365A MIR3661 MIR371A MIR372 MIR373 MIR374A MIR374B MIR378A MIR379 MIR383 MIR384 MIR3909 MIR409 MIR410 MIR411 MIR423 MIR424 MIR425 MIR4286 MIR429 MIR448 MIR449A MIR451A MIR455 MIR4632 MIR4686 MIR483 MIR485 MIR486-1 MIR487B MIR488 MIR490 MIR491 MIR492 MIR493 MIR494 MIR495 MIR497 MIR498 MIR499A MIR501 MIR503 MIR505 MIR506 MIR508 MIR509-1 MIR511 MIR514A1 MIR515-1 MIR517A MIR517C MIR518A1 MIR518B MIR518C MIR519B MIR519D MIR519E MIR520A MIR520B MIR520C MIR520D MIR520E MIR520H MIR526A1 MIR543 MIR548C MIR548D1 MIR548P MIR551A MIR552 MIR5588 MIR562 MIR564 MIR572 MIR573 MIR582 MIR588 MIR590 MIR608 MIR6086 MIR613 MIR625 MIR638 MIR639 MIR640 MIR644A MIR650 MIR654 MIR655 MIR657 MIR659 MIR661 MIR663A MIR665 MIR675 MIR6869 MIR708 MIR758 MIR767 MIR769 MIR873 MIR876 MIR877 MIR885 MIR892B MIR9-1 MIR920 MIR92A1 MIR92B MIR93 MIR935 MIR939 MIR96 MIR98 MIR99A MIR99B MIRLET7A1 MIRLET7B MIRLET7C MIRLET7E MIRLET7F1 MIRLET7G MIRLET7I MRPL58 MTIF2 MTIF3 MTRF1 MTRF1L MTRFR NANOS1 NEURL1 NHLRC1 NHLRC3 PABPC1 PAIP1 PAIP2 PAIP2B PKP3 PURA RACK1 RARA RPL10 RPS14 RPS27L RPS9 SAMD4A SAMD4B SERBP1 SHMT1 SHMT2 TRIM2 TRIM3 TRIM71 TSFM TUFM TYMS ZCCHC13 ZNF540 GOMF_TRANSLATION_REGULATOR_ACTIVITY_NUCLEIC_ACID_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TRANSLATION_REGULATOR_ACTIVITY_NUCLEIC_ACID_BINDING ABCF1 ABTB1 AGO2 BOLL CELF1 CELF4 COPS5 CPEB1 CPEB2 CPEB3 CPEB4 CTIF DAZ1 DAZ2 DAZ3 DAZ4 DAZL DENR DHFR DHFRP1 DHX29 EEF1A1 EEF1A1P5 EEF1A2 EEF1B2 EEF1D EEF1G EEF2 EEF2K EEFSEC EFL1 EFTUD2 EIF1 EIF1AD EIF1AX EIF1AY EIF1B EIF2A EIF2B1 EIF2B2 EIF2B3 EIF2B4 EIF2B5 EIF2D EIF2S1 EIF2S2 EIF2S3 EIF2S3B EIF3A EIF3B EIF3C EIF3CL EIF3D EIF3E EIF3F EIF3G EIF3H EIF3I EIF3J EIF3K EIF3L EIF3M EIF4A1 EIF4A2 EIF4B EIF4E EIF4E1B EIF4E2 EIF4E3 EIF4G1 EIF4G2 EIF4G3 EIF4H EIF5 EIF5A EIF5A2 EIF5AL1 EIF5B EIF6 ETF1 GCN1 GFM1 GFM2 GSPT1 GSPT2 GTPBP1 GTPBP2 HBS1L IGF2BP2 LARP1 MCTS1 MIF4GD MRPL58 MTIF2 MTIF3 MTRF1 MTRF1L MTRFR PABPC1 PAIP1 PAIP2 PAIP2B PURA RARA RPS27L SHMT1 SHMT2 TSFM TUFM TYMS ZNF540 GOMF_TRANSLATION_REPRESSOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TRANSLATION_REPRESSOR_ACTIVITY CELF1 CELF4 CIRBP CPEB1 CPEB2 CPEB3 CPEB4 DAPL1 DHFR DHFRP1 EIF4EBP1 EIF4EBP2 EIF4EBP3 FMR1 IFRD2 MIR1-1 MIR100 MIR101-1 MIR103A1 MIR103B1 MIR105-1 MIR106A MIR106B MIR107 MIR10A MIR10B MIR1207 MIR1224 MIR1246 MIR125A MIR125B1 MIR126 MIR127 MIR1271 MIR1277 MIR128-1 MIR129-1 MIR1298 MIR130A MIR130B MIR132 MIR133A1 MIR133B MIR134 MIR135A1 MIR135B MIR136 MIR137 MIR138-1 MIR139 MIR140 MIR141 MIR142 MIR143 MIR144 MIR145 MIR146A MIR146B MIR147A MIR148A MIR148B MIR149 MIR150 MIR151A MIR152 MIR153-1 MIR154 MIR155 MIR15A MIR15B MIR16-1 MIR17 MIR181A2 MIR181B1 MIR181C MIR181D MIR182 MIR183 MIR185 MIR186 MIR187 MIR188 MIR18A MIR18B MIR1908 MIR190B MIR191 MIR192 MIR193A MIR193B MIR194-1 MIR195 MIR196A1 MIR198 MIR199A1 MIR199B MIR19A MIR19B1 MIR200A MIR200B MIR200C MIR203A MIR204 MIR205 MIR206 MIR208A MIR208B MIR20A MIR20B MIR21 MIR210 MIR212 MIR214 MIR215 MIR217 MIR218-1 MIR219A1 MIR22 MIR221 MIR222 MIR223 MIR224 MIR2355 MIR23A MIR24-1 MIR25 MIR26A1 MIR26B MIR27A MIR27B MIR28 MIR296 MIR298 MIR299 MIR29A MIR29B1 MIR29C MIR301A MIR301B MIR302A MIR302C MIR302D MIR302E MIR30A MIR30B MIR30C1 MIR30C2 MIR30D MIR30E MIR31 MIR3148 MIR3173 MIR32 MIR320A MIR323A MIR326 MIR328 MIR329-1 MIR330 MIR335 MIR338 MIR339 MIR33A MIR33B MIR342 MIR345 MIR346 MIR34A MIR34B MIR34C MIR361 MIR3619 MIR362 MIR363 MIR365A MIR3661 MIR371A MIR372 MIR373 MIR374A MIR374B MIR378A MIR379 MIR383 MIR384 MIR3909 MIR409 MIR410 MIR411 MIR423 MIR424 MIR425 MIR4286 MIR429 MIR448 MIR449A MIR451A MIR455 MIR4632 MIR4686 MIR483 MIR485 MIR486-1 MIR487B MIR488 MIR490 MIR491 MIR492 MIR493 MIR494 MIR495 MIR497 MIR498 MIR499A MIR501 MIR503 MIR505 MIR506 MIR508 MIR509-1 MIR511 MIR514A1 MIR515-1 MIR517A MIR517C MIR518A1 MIR518B MIR518C MIR519B MIR519D MIR519E MIR520A MIR520B MIR520C MIR520D MIR520E MIR520H MIR526A1 MIR543 MIR548C MIR548D1 MIR548P MIR551A MIR552 MIR5588 MIR562 MIR564 MIR572 MIR573 MIR582 MIR588 MIR590 MIR608 MIR6086 MIR613 MIR625 MIR638 MIR639 MIR640 MIR644A MIR650 MIR654 MIR655 MIR657 MIR659 MIR661 MIR663A MIR665 MIR675 MIR6869 MIR708 MIR758 MIR767 MIR769 MIR873 MIR876 MIR877 MIR885 MIR892B MIR9-1 MIR920 MIR92A1 MIR92B MIR93 MIR935 MIR939 MIR96 MIR98 MIR99A MIR99B MIRLET7A1 MIRLET7B MIRLET7C MIRLET7E MIRLET7F1 MIRLET7G MIRLET7I NANOS1 NHLRC1 NHLRC3 PAIP2 PAIP2B PURA RARA SAMD4A SAMD4B SERBP1 SHMT1 SHMT2 TRIM2 TRIM3 TRIM71 TYMS ZNF540 GOMF_TRANSLATION_TERMINATION_FACTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TRANSLATION_TERMINATION_FACTOR_ACTIVITY ETF1 GSPT1 GSPT2 MRPL58 MTRF1 MTRF1L MTRFR GOMF_TRANSMEMBRANE_EPHRIN_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TRANSMEMBRANE_EPHRIN_RECEPTOR_ACTIVITY EFNA3 EFNA4 EFNB3 EPHA1 EPHA10 EPHA3 EPHA4 EPHA5 EPHA6 EPHA7 EPHA8 EPHB1 EPHB2 EPHB3 EPHB6 GOMF_TRANSMEMBRANE_RECEPTOR_PROTEIN_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TRANSMEMBRANE_RECEPTOR_PROTEIN_KINASE_ACTIVITY ACVR1 ACVR1B ACVR1C ACVR2A ACVR2B ACVRL1 ALK AMHR2 AXL BMPR1A BMPR1B BMPR2 CRIM1 CSF1R DDR1 DDR2 EFEMP1 EFNA3 EFNA4 EFNB3 EGFR ENG EPHA1 EPHA10 EPHA2 EPHA3 EPHA4 EPHA5 EPHA6 EPHA7 EPHA8 EPHB1 EPHB2 EPHB3 EPHB4 EPHB6 ERBB2 ERBB4 FGFR1 FGFR2 FGFR3 FGFR4 FGFRL1 FLT1 FLT3 FLT4 HJV IGF1R IGF2R INSR INSRR KDR KIT LTBP1 LTBP4 LTK MERTK MET MST1R MUSK NRP1 NRP2 NTRK1 NTRK2 NTRK3 PDGFRA PDGFRB PDGFRL RET ROR1 ROR2 ROS1 RYK SOSTDC1 TEK TGFBR1 TGFBR2 TGFBR3 TGFBR3L TIE1 TYRO3 GOMF_TRANSMEMBRANE_RECEPTOR_PROTEIN_PHOSPHATASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TRANSMEMBRANE_RECEPTOR_PROTEIN_PHOSPHATASE_ACTIVITY PTPN6 PTPRA PTPRB PTPRC PTPRD PTPRE PTPRF PTPRG PTPRH PTPRK PTPRM PTPRN2 PTPRO PTPRR PTPRT PTPRU PTPRZ1 GOMF_TRANSMEMBRANE_RECEPTOR_PROTEIN_SERINE_THREONINE_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TRANSMEMBRANE_RECEPTOR_PROTEIN_SERINE_THREONINE_KINASE_ACTIVITY ACVR1 ACVR1B ACVR1C ACVR2A ACVR2B ACVRL1 AMHR2 BMPR1A BMPR1B BMPR2 ENG HJV LTBP1 LTBP4 SOSTDC1 TGFBR1 TGFBR2 TGFBR3 TGFBR3L GOMF_TRANSMEMBRANE_RECEPTOR_PROTEIN_SERINE_THREONINE_KINASE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TRANSMEMBRANE_RECEPTOR_PROTEIN_SERINE_THREONINE_KINASE_BINDING BMP2 BMP3 BMP4 BMP5 BMP6 CDH5 CFC1 CFC1B ELAPOR2 FKBP1A INHBA MAGI2 NEO1 NODAL PYCARD SCUBE3 SMAD6 SMAD7 SMURF1 SRC TDGF1 TDGF1P3 WIF1 GOMF_TRANSMEMBRANE_RECEPTOR_PROTEIN_TYROSINE_KINASE_ACTIVATOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TRANSMEMBRANE_RECEPTOR_PROTEIN_TYROSINE_KINASE_ACTIVATOR_ACTIVITY ALKAL1 ALKAL2 ANGPT4 AREG BTC DGKQ EFNA5 EGF EGFR EPGN EREG GREM1 HBEGF IGF2 NRG1 NRG3 TGFA VEGFA GOMF_TRANSMEMBRANE_RECEPTOR_PROTEIN_TYROSINE_KINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TRANSMEMBRANE_RECEPTOR_PROTEIN_TYROSINE_KINASE_ACTIVITY ALK AXL CRIM1 CSF1R DDR1 DDR2 EFEMP1 EFNA3 EFNA4 EFNB3 EGFR EPHA1 EPHA10 EPHA2 EPHA3 EPHA4 EPHA5 EPHA6 EPHA7 EPHA8 EPHB1 EPHB2 EPHB3 EPHB4 EPHB6 ERBB2 ERBB4 FGFR1 FGFR2 FGFR3 FGFR4 FGFRL1 FLT1 FLT3 FLT4 IGF1R IGF2R INSR INSRR KDR KIT LTK MERTK MET MST1R MUSK NRP1 NRP2 NTRK1 NTRK2 NTRK3 PDGFRA PDGFRB PDGFRL RET ROR1 ROR2 ROS1 RYK TEK TIE1 TYRO3 GOMF_TRANSMEMBRANE_RECEPTOR_PROTEIN_TYROSINE_KINASE_ADAPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TRANSMEMBRANE_RECEPTOR_PROTEIN_TYROSINE_KINASE_ADAPTOR_ACTIVITY BLNK DOK2 FRS2 FRS3 GAB2 GAB4 GRB2 IRS1 IRS2 PIK3R1 SH2B1 SH2B2 SH2B3 SHC1 STAP1 TRADD TRAT1 GOMF_TRANSMEMBRANE_TRANSPORTER_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TRANSMEMBRANE_TRANSPORTER_BINDING ABCC8 ABCC9 ACTN1 ACTN2 ACTN3 ACTN4 AKAP6 AKAP9 ANK1 ANK2 ANK3 AP2M1 ATP2A2 ATP2A3 BAG2 BAK1 CABP4 CALM1 CALM2 CALM3 CAMK2D CASR CAV1 CAV3 CBARP CDH5 CHERP CIB1 CNTNAP2 CRBN CTNNB1 DIAPH1 DLG1 DPP10 FGF12 FGF13 FHL1 FKBP1A FKBP1B FLNA FMR1 FXYD1 FYN GOPC GPD1L GRINA HAP1 HERPUD1 HOMER1 HRC HSP90AA1 HTT ID2 ITPR2 KCNAB1 KCNAB2 KCNAB3 KCNB1 KCNC1 KCNC2 KCND3 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNG4 KCNH5 KCNIP1 KCNIP2 KCNJ11 KCNQ1 LRRC26 LRRC38 LRRC52 LRRC55 LRRK2 LYN NEDD4L NHERF1 NOS1 PACS1 PACS2 PANX1 PDE4B PDE4D PHPT1 PIRT PKD1 PKD2 PKD2L1 PKP2 PPP1R9B PPP2CB PRKCSH PRNP PSMD10 PYCARD RANGRF REM1 RIMS1 RIMS2 RIMS3 RIMS4 RNF207 S100A10 SCN10A SCN1B SCN3B SCN4B SCN5A SLC5A3 SLC8A1 SNAP25 SNTA1 SRC SRI STAC TCAF1 TCAF2 TCAP TJP2 TMEM74 TRAPPC2 TRDN TSPO USP10 VDAC1 YES1 YWHAE YWHAH YWHAQ YWHAZ GOMF_TRANSMITTER_GATED_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TRANSMITTER_GATED_CHANNEL_ACTIVITY CHRFAM7A CHRNA1 CHRNA10 CHRNA2 CHRNA3 CHRNA4 CHRNA5 CHRNA6 CHRNA7 CHRNA9 CHRNB1 CHRNB2 CHRNB3 CHRNB4 CHRND CHRNE CHRNG GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRB1 GABRB2 GABRB3 GABRD GABRE GABRG1 GABRG2 GABRG3 GABRR2 GLRA1 GLRA2 GLRA3 GLRB GRIA1 GRIA2 GRIA3 GRIA4 GRID1 GRID2 GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B HTR3A HTR3B HTR3C HTR3D HTR3E PTK2B ZACN GOMF_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TRANSPORTER_ACTIVITY ABCA1 ABCA10 ABCA12 ABCA13 ABCA2 ABCA3 ABCA4 ABCA5 ABCA6 ABCA7 ABCA8 ABCA9 ABCB1 ABCB10 ABCB11 ABCB4 ABCB5 ABCB6 ABCB7 ABCB8 ABCB9 ABCC1 ABCC10 ABCC11 ABCC12 ABCC2 ABCC3 ABCC4 ABCC5 ABCC6 ABCC8 ABCC9 ABCD1 ABCD2 ABCD3 ABCD4 ABCG1 ABCG2 ABCG4 ABCG5 ABCG8 ADAMTS8 AKR1C4 ANKH ANO1 ANO10 ANO2 ANO3 ANO4 ANO5 ANO6 ANO7 ANO8 ANO9 ANXA2 ANXA2P2 ANXA6 ANXA9 AP4M1 APOA1 APOA2 APOA4 APOB APOC4 APOD APOE APOF APOL1 APOL3 APOM AQP1 AQP10 AQP11 AQP12A AQP12B AQP2 AQP3 AQP4 AQP5 AQP6 AQP7 AQP7B AQP7P3 AQP8 AQP9 ARV1 ASIC1 ASIC2 ASIC3 ASIC4 ASIC5 ATAD1 ATG2A ATG2B ATG9A ATG9B ATP10A ATP10B ATP10D ATP11A ATP11B ATP11C ATP12A ATP13A1 ATP13A2 ATP13A3 ATP13A4 ATP13A5 ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP1B4 ATP2A1 ATP2A2 ATP2A3 ATP2B1 ATP2B2 ATP2B3 ATP2B4 ATP2C1 ATP2C2 ATP4A ATP4B ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5F1EP2 ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5MGL ATP5PB ATP5PD ATP5PF ATP5PO ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1C2 ATP6V1D ATP6V1E1 ATP6V1E2 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1G3 ATP6V1H ATP7A ATP7B ATP8A1 ATP8A2 ATP8B1 ATP8B2 ATP8B3 ATP8B4 ATP9A ATP9B ATRAID AZGP1 BAK1 BAX BCL2 BCL2A1 BEST1 BEST2 BEST3 BEST4 BLOC1S3 BLTP1 BLTP3B BNIP1 BSND C2CD2L C2orf83 CACHD1 CACNA1A CACNA1B CACNA1C CACNA1D CACNA1E CACNA1F CACNA1G CACNA1H CACNA1I CACNA1S CACNA2D1 CACNA2D2 CACNA2D3 CACNA2D4 CACNB1 CACNB2 CACNB3 CACNB4 CACNG1 CACNG2 CACNG3 CACNG4 CACNG5 CACNG6 CACNG7 CACNG8 CALHM1 CALHM2 CALHM3 CALHM4 CALHM5 CALHM6 CATSPER1 CATSPER2 CATSPER3 CATSPER4 CCDC51 CCT8L2 CD36 CDH17 CEACAM1 CERT1 CETP CFHR4 CFTR CHP1 CHRFAM7A CHRNA1 CHRNA10 CHRNA2 CHRNA3 CHRNA4 CHRNA5 CHRNA6 CHRNA7 CHRNA9 CHRNB1 CHRNB2 CHRNB3 CHRNB4 CHRND CHRNE CHRNG CIDEA CIDEB CIDEC CLCA1 CLCA2 CLCA3P CLCA4 CLCC1 CLCN1 CLCN2 CLCN3 CLCN4 CLCN5 CLCN6 CLCN7 CLCNKA CLCNKB CLDN16 CLDN17 CLDN4 CLIC1 CLIC2 CLIC3 CLIC4 CLIC5 CLIC6 CLPTM1L CNGA1 CNGA2 CNGA3 CNGA4 CNGB1 CNGB3 CNNM1 CNNM2 CNNM3 CNNM4 COX15 COX4I1 COX4I2 COX5A COX5B COX6B1 COX7A1 COX7A2L COX7B COX8A CPLX1 CPLX3 CPTP CTNS CUL5 CYB561A3 CYB561D1 CYB561D2 CYB5A CYBB CYBRD1 CYC1 DCD DISP1 DISP2 DMAC2L ESYT1 FABP1 FABP2 FABP4 FABP5 FKBP1B FLVCR1 FLVCR2 FXYD1 FXYD3 FXYD4 GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRB1 GABRB2 GABRB3 GABRD GABRE GABRG1 GABRG2 GABRG3 GABRP GABRQ GABRR1 GABRR2 GABRR3 GC GET3 GHITM GJA1 GJA10 GJA3 GJA4 GJA5 GJA8 GJA9 GJB1 GJB2 GJB3 GJB4 GJB5 GJB6 GJB7 GJC1 GJC2 GJC3 GJD2 GJD3 GJD4 GJE1 GLRA1 GLRA2 GLRA3 GLRB GLTP GLTPD2 GM2A GPIHBP1 GPM6A GPR89A GPR89B GRAMD1A GRAMD1B GRAMD1C GRIA1 GRIA2 GRIA3 GRIA4 GRID1 GRID2 GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B GSDMA GSDMD GSDME HCN1 HCN2 HCN3 HCN4 HPX HTR1B HTR3A HTR3B HTR3C HTR3D HTR3E HVCN1 IGF1R ITGAV ITPR1 ITPR2 ITPR3 KCNA1 KCNA10 KCNA2 KCNA3 KCNA4 KCNA5 KCNA6 KCNA7 KCNAB1 KCNAB2 KCNAB3 KCNB1 KCNB2 KCNC1 KCNC2 KCNC3 KCNC4 KCND1 KCND2 KCND3 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNF1 KCNG1 KCNG2 KCNG3 KCNG4 KCNH1 KCNH2 KCNH3 KCNH4 KCNH5 KCNH6 KCNH7 KCNH8 KCNIP1 KCNIP2 KCNIP3 KCNIP4 KCNJ1 KCNJ10 KCNJ11 KCNJ12 KCNJ13 KCNJ14 KCNJ15 KCNJ16 KCNJ18 KCNJ2 KCNJ3 KCNJ4 KCNJ5 KCNJ6 KCNJ8 KCNJ9 KCNK1 KCNK10 KCNK12 KCNK13 KCNK15 KCNK16 KCNK17 KCNK18 KCNK2 KCNK3 KCNK4 KCNK5 KCNK6 KCNK7 KCNK9 KCNMA1 KCNMB1 KCNMB2 KCNMB3 KCNMB4 KCNN1 KCNN2 KCNN3 KCNN4 KCNQ1 KCNQ2 KCNQ3 KCNQ4 KCNQ5 KCNS1 KCNS2 KCNS3 KCNT1 KCNT2 KCNU1 KCNV1 KCNV2 LASP1 LETM1 LMBRD1 LRP2 LRP5 LRP6 LRRC26 LRRC38 LRRC52 LRRC55 LRRC8A LRRC8B LRRC8C LRRC8D LRRC8E MAGT1 MCL1 MCOLN1 MCOLN2 MCOLN3 MCU MCUB MFSD1 MFSD10 MFSD12 MFSD14A MFSD14B MFSD14CP MFSD2A MFSD2B MFSD3 MFSD4A MFSD4B MFSD5 MFSD8 MFSD9 MIP MMGT1 MPC1 MPC1L MPC2 MPV17 MRS2 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MTCO2P12 MTTP NALCN NALF1 NALF2 NCS1 NDUFA1 NDUFA10 NDUFA12 NDUFA2 NDUFA3 NDUFA4 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFB1 NDUFB10 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 NHERF1 NIPA1 NIPA2 NIPAL1 NIPAL2 NIPAL3 NIPAL4 NMUR2 NNT NOX1 NOX5 NPC1 NPC2 OCA2 OPRM1 ORAI1 ORAI2 ORAI3 OSBP OSBP2 OSBPL10 OSBPL11 OSBPL1A OSBPL2 OSBPL3 OSBPL5 OSBPL6 OSBPL7 OSBPL8 OSBPL9 OSCP1 OTOP1 OTOP2 OTOP3 P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX6 P2RX7 PACC1 PANX1 PANX2 PANX3 PCTP PDPN PEX1 PEX10 PEX12 PEX13 PEX14 PEX2 PEX6 PGRMC2 PIEZO1 PIEZO2 PITPNA PITPNB PITPNC1 PITPNM1 PITPNM2 PITPNM3 PKD1 PKD1L1 PKD1L2 PKD1L3 PKD2 PKD2L1 PKD2L2 PKDREJ PLEKHA8 PLEKHA8P1 PLP2 PLSCR1 PLSCR2 PLSCR3 PLSCR4 PLSCR5 PLTP PPBP PRELID1 PRELID2 PRELID3A PRELID3B PRF1 PSEN1 PTK2B RALBP1 RASA3 RBP4 RFT1 RHAG RHBDF2 RHBG RHCE RHCG RHD RTBDN RYR1 RYR2 RYR3 S100A6 SCN10A SCN11A SCN1A SCN1B SCN2A SCN2B SCN3A SCN3B SCN4A SCN4B SCN5A SCN7A SCN8A SCN9A SCNN1A SCNN1B SCNN1D SCNN1G SEC61A1 SEC61A2 SEC61G SEC63 SERINC3 SERINC5 SFTPA1 SFXN1 SFXN2 SFXN3 SFXN4 SFXN5 SHROOM2 SIDT1 SIDT2 SLC10A1 SLC10A2 SLC10A3 SLC10A4 SLC10A5 SLC10A6 SLC10A7 SLC11A1 SLC11A2 SLC12A1 SLC12A2 SLC12A3 SLC12A4 SLC12A5 SLC12A6 SLC12A7 SLC12A8 SLC12A9 SLC13A1 SLC13A2 SLC13A3 SLC13A4 SLC13A5 SLC14A1 SLC14A2 SLC15A1 SLC15A2 SLC15A3 SLC15A4 SLC15A5 SLC16A1 SLC16A10 SLC16A11 SLC16A12 SLC16A13 SLC16A14 SLC16A2 SLC16A3 SLC16A4 SLC16A5 SLC16A6 SLC16A7 SLC16A8 SLC16A9 SLC17A1 SLC17A2 SLC17A3 SLC17A4 SLC17A5 SLC17A6 SLC17A7 SLC17A8 SLC17A9 SLC18A1 SLC18A2 SLC18A3 SLC18B1 SLC19A1 SLC19A2 SLC19A3 SLC1A1 SLC1A2 SLC1A3 SLC1A4 SLC1A5 SLC1A6 SLC1A7 SLC20A1 SLC20A2 SLC22A1 SLC22A10 SLC22A11 SLC22A12 SLC22A13 SLC22A14 SLC22A15 SLC22A16 SLC22A17 SLC22A18 SLC22A2 SLC22A20P SLC22A23 SLC22A24 SLC22A25 SLC22A3 SLC22A31 SLC22A4 SLC22A5 SLC22A6 SLC22A7 SLC22A8 SLC22A9 SLC23A1 SLC23A2 SLC23A3 SLC24A1 SLC24A2 SLC24A3 SLC24A4 SLC24A5 SLC25A1 SLC25A10 SLC25A11 SLC25A12 SLC25A13 SLC25A14 SLC25A15 SLC25A16 SLC25A17 SLC25A18 SLC25A19 SLC25A2 SLC25A20 SLC25A21 SLC25A22 SLC25A23 SLC25A24 SLC25A25 SLC25A26 SLC25A27 SLC25A28 SLC25A29 SLC25A3 SLC25A30 SLC25A31 SLC25A32 SLC25A33 SLC25A36 SLC25A37 SLC25A38 SLC25A4 SLC25A41 SLC25A42 SLC25A44 SLC25A45 SLC25A47 SLC25A48 SLC25A5 SLC25A51 SLC25A52 SLC25A53 SLC25A6 SLC26A1 SLC26A10P SLC26A11 SLC26A2 SLC26A3 SLC26A4 SLC26A5 SLC26A6 SLC26A7 SLC26A8 SLC26A9 SLC27A1 SLC27A2 SLC27A3 SLC27A4 SLC27A5 SLC27A6 SLC28A1 SLC28A2 SLC28A3 SLC29A1 SLC29A2 SLC29A3 SLC29A4 SLC2A1 SLC2A10 SLC2A11 SLC2A12 SLC2A13 SLC2A14 SLC2A2 SLC2A3 SLC2A4 SLC2A5 SLC2A6 SLC2A7 SLC2A8 SLC2A9 SLC30A1 SLC30A10 SLC30A2 SLC30A3 SLC30A4 SLC30A5 SLC30A6 SLC30A7 SLC30A8 SLC30A9 SLC31A1 SLC31A2 SLC32A1 SLC33A1 SLC34A1 SLC34A2 SLC34A3 SLC35A1 SLC35A2 SLC35A3 SLC35A4 SLC35A5 SLC35B1 SLC35B2 SLC35B3 SLC35B4 SLC35C1 SLC35C2 SLC35D1 SLC35D2 SLC35D3 SLC35E1 SLC35E2A SLC35E2B SLC35E3 SLC35E4 SLC35F1 SLC35F2 SLC35F4 SLC35F6 SLC36A1 SLC36A2 SLC36A3 SLC36A4 SLC37A1 SLC37A2 SLC37A3 SLC37A4 SLC38A1 SLC38A10 SLC38A11 SLC38A2 SLC38A3 SLC38A4 SLC38A5 SLC38A6 SLC38A7 SLC38A8 SLC38A9 SLC39A1 SLC39A10 SLC39A11 SLC39A12 SLC39A13 SLC39A14 SLC39A2 SLC39A3 SLC39A4 SLC39A5 SLC39A6 SLC39A7 SLC39A8 SLC39A9 SLC3A1 SLC3A2 SLC40A1 SLC41A1 SLC41A2 SLC41A3 SLC43A1 SLC43A2 SLC43A3 SLC44A1 SLC44A2 SLC44A3 SLC44A4 SLC44A5 SLC45A1 SLC45A2 SLC45A3 SLC45A4 SLC46A1 SLC46A2 SLC46A3 SLC47A1 SLC47A2 SLC48A1 SLC49A3 SLC4A1 SLC4A10 SLC4A11 SLC4A2 SLC4A3 SLC4A4 SLC4A5 SLC4A7 SLC4A8 SLC4A9 SLC50A1 SLC51A SLC51B SLC52A1 SLC52A2 SLC52A3 SLC5A1 SLC5A10 SLC5A11 SLC5A12 SLC5A2 SLC5A3 SLC5A4 SLC5A5 SLC5A6 SLC5A7 SLC5A8 SLC5A9 SLC66A1 SLC66A1L SLC6A1 SLC6A11 SLC6A12 SLC6A13 SLC6A14 SLC6A15 SLC6A16 SLC6A17 SLC6A18 SLC6A19 SLC6A2 SLC6A20 SLC6A3 SLC6A4 SLC6A5 SLC6A6 SLC6A7 SLC6A8 SLC6A9 SLC7A1 SLC7A10 SLC7A11 SLC7A13 SLC7A14 SLC7A2 SLC7A3 SLC7A4 SLC7A5 SLC7A5P1 SLC7A5P2 SLC7A6 SLC7A7 SLC7A8 SLC7A9 SLC8A1 SLC8A2 SLC8A3 SLC8B1 SLC9A1 SLC9A2 SLC9A3 SLC9A4 SLC9A5 SLC9A6 SLC9A7 SLC9A8 SLC9A9 SLC9B1 SLC9B1P1 SLC9B2 SLC9C1 SLC9C2 SLCO1A2 SLCO1B1 SLCO1B3 SLCO1B3-SLCO1B7 SLCO1B7 SLCO1C1 SLCO2A1 SLCO2B1 SLCO3A1 SLCO4A1 SLCO4C1 SLCO5A1 SLCO6A1 SNAP25 SPNS1 SPNS2 SPNS3 STAR STARD3 STARD4 STARD5 STIM2 STRA6 SURF1 SV2A SV2B SV2C SVOP SVOPL TAP1 TAP2 TCIRG1 TIMM10B TIMM17A TIMM17B TIMM22 TIMM23 TIMM23B TIMM29 TIMM8B TMC1 TMC2 TMC3 TMC4 TMC5 TMC6 TMC7 TMC8 TMCO1 TMCO3 TMED10 TMEM109 TMEM120A TMEM120B TMEM144 TMEM150C TMEM165 TMEM175 TMEM184A TMEM184B TMEM184C TMEM241 TMEM266 TMEM30A TMEM30B TMEM37 TMEM38A TMEM38B TMEM41B TMEM63A TMEM63B TMEM63C TNFAIP8L3 TOMM20 TOMM20L TOMM22 TOMM40 TOMM40L TOMM7 TOMM70 TPCN1 TPCN2 TRIAP1 TRPA1 TRPC1 TRPC3 TRPC4 TRPC4AP TRPC5 TRPC6 TRPC7 TRPM1 TRPM2 TRPM3 TRPM4 TRPM5 TRPM6 TRPM7 TRPM8 TRPV1 TRPV2 TRPV3 TRPV4 TRPV5 TRPV6 TSPO TSPO2 TSPOAP1 TTPA TTYH1 TTYH2 TTYH3 TUSC3 UCP1 UCP2 UCP3 UNC80 UQCR10 UQCRC1 UQCRFS1 UQCRFS1P1 UQCRH VDAC1 VDAC2 VDAC3 VMP1 XKR8 XPR1 ZACN ZDHHC13 GOMF_TRIGLYCERIDE_LIPASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TRIGLYCERIDE_LIPASE_ACTIVITY AADAC ABHD2 ABHD5 CEL DAGLA DAGLB DDHD2 LIPC LIPE LIPF LIPG LIPK LIPM LIPN LPL PLB1 PNLIP PNLIPRP1 PNLIPRP2 PNLIPRP3 PNPLA1 PNPLA2 PNPLA3 PNPLA4 PNPLA5 GOMF_TRIPLET_CODON_AMINO_ACID_ADAPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TRIPLET_CODON_AMINO_ACID_ADAPTOR_ACTIVITY HYDIN2 LINC01145 LINC01783 LINC02591 LOC112267871 MT-TS1 GOMF_TRNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TRNA_BINDING AARS1 AARS2 AIMP1 ALKBH1 ALKBH8 C6orf52 CARS1 CTU1 CTU2 DALRD3 DARS2 DTD1 DTD2 DUS2 EARS2 EEF1A1 EEFSEC EIF1AX EIF1AY EIF2A EIF2AK4 EIF2S3 EIF2S3B EIF5B ELP1 ELP3 ELP5 FARS2 FARSA GTSF1 HSD17B10 IARS1 IARS2 IFIT5 IGHMBP2 KARS1 MARS1 METTL1 MRPS27 MTRES1 MTRFR NAT10 NEMF NSUN2 NSUN3 NSUN6 PSTK PTCD1 PUS1 RARS1 RPL35A RPUSD4 SARS1 SARS2 SEPSECS SLFN11 SLFN13 SSB TARS1 TERT THG1L THUMPD3 TRMT1 TRMT10A TRMT10B TRMT10C TRMT11 TRMT1L TRMT9B TRMU TRNAU1AP TRNT1 TYW5 WDR6 XPO5 XPOT YARS1 YARS2 YRDC GOMF_TRNA_CYTOSINE_METHYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TRNA_CYTOSINE_METHYLTRANSFERASE_ACTIVITY FTSJ1 METTL2A METTL2B METTL6 METTL8 NSUN2 NSUN3 NSUN6 TRDMT1 GOMF_TRNA_GUANINE_METHYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TRNA_GUANINE_METHYLTRANSFERASE_ACTIVITY FTSJ1 METTL1 TARBP1 THUMPD2 THUMPD3 TRMT1 TRMT10A TRMT10B TRMT10C TRMT11 TRMT1L TRMT5 GOMF_TRNA_METHYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TRNA_METHYLTRANSFERASE_ACTIVITY ALKBH8 BCDIN3D FTSJ1 LCMT2 METTL1 METTL2A METTL2B METTL6 METTL8 NSUN2 NSUN3 NSUN6 TARBP1 THUMPD2 THUMPD3 TRDMT1 TRMO TRMT1 TRMT10A TRMT10B TRMT10C TRMT11 TRMT12 TRMT13 TRMT1L TRMT2A TRMT2B TRMT44 TRMT5 TRMT61A TRMT61B TRMT9B TYW3 GOMF_TRNA_SPECIFIC_ADENOSINE_DEAMINASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TRNA_SPECIFIC_ADENOSINE_DEAMINASE_ACTIVITY ADAD1 ADAD2 ADAR ADARB1 ADARB2 ADAT1 ADAT2 ADAT3 GOMF_TRNA_SPECIFIC_RIBONUCLEASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TRNA_SPECIFIC_RIBONUCLEASE_ACTIVITY ELAC1 ELAC2 POP1 POP4 POP5 POP7 PRORP RPP14 RPP21 RPP25 RPP30 RPP38 RPP40 RPPH1 TSEN2 TSEN34 GOMF_TROPOMYOSIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TROPOMYOSIN_BINDING CALD1 LMOD1 LMOD2 LMOD3 NEBL PYCARD S100A6 SMTNL1 TMOD1 TMOD2 TMOD3 TMOD4 TNNT1 TNNT2 TNNT3 GOMF_TUBULIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TUBULIN_BINDING ABRAXAS1 ABRAXAS2 ADNP AGBL1 AGBL4 AGBL5 AGTPBP1 ALDOA ALMS1 APC APC2 APPL1 ARHGEF2 ARHGEF7 ARL3 ARL4C ARL8A ARL8B ATF5 B9D2 BBS4 BCAS3 BCL2L11 BEX4 BIRC5 BLOC1S2 BRCA1 BRCA2 BRSK1 C10orf90 C9orf24 CACYBP CAMSAP1 CAMSAP2 CAMSAP3 CAPN6 CAV3 CCDC170 CCDC181 CCDC187 CCDC61 CCDC66 CCDC69 CCDC88A CCDC88B CCDC88C CCSAP CCSER2 CCT5 CDK5 CDK5R1 CDK5RAP2 CENPE CENPF CENPJ CEP290 CEP295 CEP295NL CEP350 CEP44 CEP57 CEP57L1 CEP70 CETN1 CETN2 CETN3 CFAP144 CFAP157 CGN CHP1 CKAP5 CLASP1 CLASP2 CLIP1 CLIP2 CLIP3 CLIP4 CNN3 CRIPT CRYAB DAG1 DCDC1 DCLK2 DCTN1 DCX DDX3X DIP2B DIXDC1 DLEC1 DLGAP5 DNAI7 DNAL1 DNM1 DNM1L DNM2 DNM3 DRG1 DST DYNC1I1 EFHC1 EMD EML1 EML2 EML3 EML4 EML5 EML6 ENKD1 EZR FAM110C FAM161A FAM83D FBXW11 FES FEZ1 FGF13 FHDC1 FMN1 FMR1 FNTA FSD1 FTCD FYN GABARAP GABARAPL1 GABARAPL2 GAPDH GAS2 GAS2L1 GAS2L2 GAS2L3 GAS8 GIT1 GJA1 GJB6 GLI1 GOLGA2 GPAA1 GTSE1 HAUS4 HAUS6 HAUS7 HAUS8 HDAC6 HDGFL3 HOOK1 HOOK2 HOOK3 HSPH1 HTT IFT74 IFT81 INO80 IRAG2 JAKMIP1 JAKMIP2 JAKMIP3 JMY KATNA1 KATNAL1 KATNAL2 KATNB1 KATNBL1 KIF11 KIF12 KIF13A KIF13B KIF14 KIF15 KIF16B KIF17 KIF18A KIF18B KIF19 KIF1A KIF1B KIF1C KIF20A KIF20B KIF21A KIF21B KIF22 KIF23 KIF24 KIF25 KIF26A KIF26B KIF27 KIF28P KIF2A KIF2B KIF2C KIF3A KIF3B KIF3C KIF4A KIF4B KIF5A KIF5B KIF5C KIF6 KIF7 KIF9 KIFC1 KIFC2 KIFC3 KLC3 KNSTRN KRIT1 LRPPRC LRRC61 LRRK2 LYN MACF1 MACO1 MAP10 MAP1A MAP1B MAP1LC3A MAP1LC3B MAP1LC3B2 MAP1S MAP2 MAP4 MAP4K4 MAP6 MAP6D1 MAP7D3 MAP9 MAPRE1 MAPRE2 MAPRE3 MAPT MARK4 MAST1 MAST2 MDM1 MID1 MID2 MTCL1 MTUS1 MTUS2 MX1 MX2 NAV3 NCALD NDE1 NDEL1 NDN NDRG1 NEDD1 NEFH NEFM NEIL2 NIN NISCH NLRP5 NME8 NUMA1 NUSAP1 OFD1 OGG1 OPA1 PACRG PAFAH1B1 PAK1 PDCD5 PDE4B PEX14 PHF6 PIFO PLK1 POLB PPP1R42 PRC1 PRKN PRNP PRUNE1 PSRC1 RAB11A RAB11FIP5 RABGAP1 RACGAP1 RAD51D RAE1 RCC2 REEP1 REEP2 REEP3 REEP4 RGS14 RGS2 RITA1 RMDN1 RMDN2 RMDN3 RP1 RPS3 S100A8 S100A9 SAXO1 SAXO2 SBDS SETD2 SGIP1 SKA1 SKA2 SLC6A2 SMC3 SNCA SPACA9 SPAG5 SPAG6 SPAG8 SPAST SPATA4 SPC24 SPEF1 SSNA1 STARD9 STIM1 STMN1 STMN2 STMN3 STMN4 STMND1 STRBP SUN2 SVBP SYT11 TAOK1 TBCA TBCB TBCC TBCD TBCE TBCEL TERF1 TIAM1 TOGARAM1 TOGARAM2 TPGS1 TPPP TPPP2 TPPP3 TPR TRAF3IP1 TRAPPC14 TRIM36 TRIM54 TRPV4 TTBK2 TTLL1 TTLL11 TTLL12 TTLL13 TTLL2 TTLL4 TTLL5 TTLL6 TTLL7 TTLL9 TUBGCP2 TUBGCP3 TUBGCP4 TUBGCP5 TUBGCP6 UNC5C UXT VAPA VAPB VASH2 VBP1 VPS41 WASH3P WASH6P WASHC1 WASL WHAMM WIPF3 ZNF207 GOMF_TUMOR_NECROSIS_FACTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TUMOR_NECROSIS_FACTOR_BINDING A2M ADAM17 MMP8 TMC8 TNFRSF1A TNFRSF1B TRAF2 GOMF_TUMOR_NECROSIS_FACTOR_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TUMOR_NECROSIS_FACTOR_RECEPTOR_ACTIVITY EDA2R FAS TNFRSF11A TNFRSF14 TNFRSF18 TNFRSF19 TNFRSF1A TNFRSF1B TNFRSF25 TNFRSF4 GOMF_TUMOR_NECROSIS_FACTOR_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TUMOR_NECROSIS_FACTOR_RECEPTOR_BINDING BABAM2 CASP8 CD40LG CD70 EDA FADD FASLG LTA LTB SIVA1 STAT1 TNF TNFSF10 TNFSF11 TNFSF12 TNFSF13 TNFSF13B TNFSF14 TNFSF15 TNFSF4 TNFSF8 TNFSF9 TRADD TRAF1 TRAF2 TRAF3 TRAF4 TRAF5 TRAF6 TRAP1 TRIM37 GOMF_TUMOR_NECROSIS_FACTOR_RECEPTOR_SUPERFAMILY_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TUMOR_NECROSIS_FACTOR_RECEPTOR_SUPERFAMILY_BINDING BABAM2 BDNF BEX3 BID CASP3 CASP8 CASP8AP2 CD40LG CD70 CFLAR DAB2IP EDA FADD FASLG FEM1B LTA LTB MADD MYD88 NGF NOL3 NTF3 NTF4 PIDD1 RIPK1 SIVA1 STAT1 TMBIM1 TNF TNFSF10 TNFSF11 TNFSF12 TNFSF13 TNFSF13B TNFSF14 TNFSF15 TNFSF18 TNFSF4 TNFSF8 TNFSF9 TRADD TRAF1 TRAF2 TRAF3 TRAF4 TRAF5 TRAF6 TRAP1 TRIM37 GOMF_TYPE_1_ANGIOTENSIN_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TYPE_1_ANGIOTENSIN_RECEPTOR_BINDING AGT ARAP1 BDKRB2 EDNRB JAK2 TYK2 GOMF_TYPE_1_FIBROBLAST_GROWTH_FACTOR_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TYPE_1_FIBROBLAST_GROWTH_FACTOR_RECEPTOR_BINDING FGF17 FGF18 FGF23 FGF8 NPTN GOMF_TYPE_2_FIBROBLAST_GROWTH_FACTOR_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TYPE_2_FIBROBLAST_GROWTH_FACTOR_RECEPTOR_BINDING FGF10 FGF17 FGF18 FGF7 FGF8 GOMF_TYPE_5_METABOTROPIC_GLUTAMATE_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TYPE_5_METABOTROPIC_GLUTAMATE_RECEPTOR_BINDING ADORA2A DNM3 FYN HOMER1 NECAB2 PRNP GOMF_TYPE_II_TRANSFORMING_GROWTH_FACTOR_BETA_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TYPE_II_TRANSFORMING_GROWTH_FACTOR_BETA_RECEPTOR_BINDING AMH BAMBI ENG LRG1 MAP3K7 TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR3 TGFBR3L GOMF_TYPE_I_INTERFERON_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TYPE_I_INTERFERON_RECEPTOR_BINDING IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IFNE IFNK IFNW1 GOMF_TYPE_I_TRANSFORMING_GROWTH_FACTOR_BETA_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_TYPE_I_TRANSFORMING_GROWTH_FACTOR_BETA_RECEPTOR_BINDING ENG FERMT2 FKBP1A LRG1 SMAD2 SMAD6 SMAD7 SNX6 TGFB1 TGFB3 TGFBR2 GOMF_T_CELL_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_T_CELL_RECEPTOR_BINDING CD3E CD3G DOCK2 EPS8L1 HLA-A HLA-DRA HLA-DRB1 HLA-E LCK MR1 STOML2 GOMF_U1_SNRNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_U1_SNRNA_BINDING COIL GEMIN5 ISG20 PRPF8 SNRNP70 SNRPA SNRPB2 SNRPC GOMF_U1_SNRNP_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_U1_SNRNP_BINDING LEMD3 RBM23 RBM39 SNRPA SNRPB SNRPD2 GOMF_U2_SNRNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_U2_SNRNA_BINDING COIL ISG20 PRPF8 RO60 SF3B3 SNRPA1 GOMF_U3_SNORNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_U3_SNORNA_BINDING BMS1 DHX37 ISG20 PRKDC RRP9 SNU13 TBL3 TSR1 UTP25 XRCC5 GOMF_U4_SNRNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_U4_SNRNA_BINDING DDX39B GEMIN5 PRPF31 PRPF4 RNU6-1 RNU6-7 RNU6-9 SART3 SNU13 GOMF_U6_SNRNA_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_U6_SNRNA_BINDING DDX39B EIF5A LARP7 LSM2 LSM3 LSM4 LSM7 LSM8 METTL16 PRPF4 PRPF8 RBM22 RNU4-1 RNU4-2 SART3 TUT1 GOMF_UBIQUINOL_CYTOCHROME_C_REDUCTASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_UBIQUINOL_CYTOCHROME_C_REDUCTASE_ACTIVITY CYC1 MT-CYB UQCR10 UQCRC1 UQCRFS1 UQCRFS1P1 UQCRH GOMF_UBIQUINONE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_UBIQUINONE_BINDING COQ10A COQ10B ETFDH MT-ND4 SDHB SDHD GOMF_UBIQUITINATION_LIKE_MODIFICATION_DEPENDENT_PROTEIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_UBIQUITINATION_LIKE_MODIFICATION_DEPENDENT_PROTEIN_BINDING ANKRD13A ANKRD13B ANKRD13D DAXX DNAJB2 DNAJC2 FAAP20 FAN1 IDE JARID2 LAPTM5 PEX1 PEX6 PML RNF169 SQSTM1 TP53BP1 UIMC1 USP15 VCP GOMF_UBIQUITIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_UBIQUITIN_BINDING AMFR ASCC2 AUP1 BIRC2 BUB3 CKS1B CKS2 CUEDC1 CUEDC2 CXCR4 DDI2 DHX16 DNAAF10 DNAJB2 FAAP20 FAF1 FAF2 FBXO7 FBXW7 GGA1 GGA2 GGA3 HDAC6 HGS HSPB1 IKBKG ILRUN JARID2 MAP3K7 MARCHF7 MARK4 MDM2 MVB12A MVB12B N4BP1 N4BP2 NBR1 NEDD4 NOD1 NOD2 NPLOC4 NSFL1C NUP62 OTUB1 OTUB2 OTULINL PLAA PRKN RAD23A RAD23B RAE1 RBCK1 RNF168 RNF185 RNF19B RNF31 RNF8 RNFT1 SHARPIN SIRT2 SMAD3 SMARCAD1 SPRTN SQSTM1 STAM STAM2 TAB2 TAB3 TNFAIP3 TOLLIP TOM1 TOM1L1 TOM1L2 TOP2A TP53INP2 TRIM32 TSG101 UBAP1 UBAP1L UBE2A UBE2L6 UBE2N UBR5 UBXN1 UBXN10 UBXN11 UBXN2A UBXN2B UBXN7 UBXN8 UCHL1 UCHL3 UEVLD USP13 USP16 USP25 USP33 USP5 USPL1 VPS28 VPS36 WDR48 ZFAND2B GOMF_UBIQUITIN_CONJUGATING_ENZYME_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_UBIQUITIN_CONJUGATING_ENZYME_BINDING ANKIB1 ARIH1 ARIH2 AUP1 DCUN1D1 DCUN1D2 DCUN1D3 DCUN1D4 DCUN1D5 FOXL2 GRIK2 MARCHF6 MARCHF7 PPARA PRKN RNF125 RNF14 RNF144A RNF144B RNF180 RNF19A RNF19B RNF217 SIAH1 SIAH2 SIAH3 TOLLIP TRAF6 TRIM72 UBE3D ZMYM2 GOMF_UBIQUITIN_LIGASE_ACTIVATOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_UBIQUITIN_LIGASE_ACTIVATOR_ACTIVITY BTRC CDC20 CDC20B CDKN1B ENTREP1 FZR1 PEX12 GOMF_UBIQUITIN_LIGASE_COMPLEX_SCAFFOLD_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_UBIQUITIN_LIGASE_COMPLEX_SCAFFOLD_ACTIVITY CUL1 CUL2 CUL3 CUL4A DDB1 SKP1 GOMF_UBIQUITIN_LIGASE_INHIBITOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_UBIQUITIN_LIGASE_INHIBITOR_ACTIVITY FBXO5 RPL11 RPL23 RPL37 RPL5 RPS15 RPS20 RPS7 GOMF_UBIQUITIN_LIGASE_SUBSTRATE_ADAPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_UBIQUITIN_LIGASE_SUBSTRATE_ADAPTOR_ACTIVITY AMBRA1 ANKRD9 APPBP2 ARRDC1 ARRDC4 AXIN1 BTRC DAW1 DCAF1 DCAF12 DCAF13 DET1 FBXL19 FBXL2 FBXO3 FBXO4 FBXO42 FBXO45 FBXO7 FBXO9 FBXW11 FBXW7 FEM1A FEM1B FEM1C FZR1 HERPUD1 KEAP1 KLHDC1 KLHDC10 KLHDC2 KLHDC3 KLHL15 KLHL2 KLHL22 KLHL25 KLHL3 PCMTD1 PDCD6 PEF1 PRAME PRAMEF6 PRAMEF9 SH3BGRL SKP1 SMAD7 SPSB1 SPSB2 SPSB4 SUV39H2 TRPC4AP VHL WDR77 ZSWIM8 GOMF_UBIQUITIN_LIKE_MODIFIER_ACTIVATING_ENZYME_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_UBIQUITIN_LIKE_MODIFIER_ACTIVATING_ENZYME_ACTIVITY ATG7 MOCS3 NAE1 SAE1 UBA1 UBA2 UBA3 UBA5 UBA6 UBA7 GOMF_UBIQUITIN_LIKE_PROTEIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_UBIQUITIN_LIKE_PROTEIN_BINDING AMFR ASCC2 AUP1 BIRC2 BUB3 CASP8AP2 CBX4 CKS1B CKS2 CUEDC1 CUEDC2 CXCR4 DCUN1D1 DCUN1D2 DCUN1D3 DCUN1D4 DCUN1D5 DDI2 DHX16 DNAAF10 DNAJB2 FAAP20 FAF1 FAF2 FBXO7 FBXW7 GCNA GGA1 GGA2 GGA3 HABP4 HDAC6 HERC2 HGS HSPB1 IKBKG ILRUN JARID2 MAP3K7 MARCHF7 MARK4 MDM2 MVB12A MVB12B N4BP1 N4BP2 NBR1 NEDD4 NOD1 NOD2 NPLOC4 NSFL1C NUP62 OTUB1 OTUB2 OTULINL PELP1 PLAA PML PRKN RAD23A RAD23B RAE1 RBCK1 RNF111 RNF168 RNF185 RNF19B RNF31 RNF4 RNF8 RNFT1 SERBP1 SHARPIN SIMC1 SIRT2 SMAD3 SMARCAD1 SOBP SPRTN SQSTM1 STAM STAM2 TAB2 TAB3 TDG TNFAIP3 TOLLIP TOM1 TOM1L1 TOM1L2 TOP2A TP53INP2 TRIM32 TSG101 UBA2 UBAP1 UBAP1L UBE2A UBE2L6 UBE2N UBR5 UBXN1 UBXN10 UBXN11 UBXN2A UBXN2B UBXN7 UBXN8 UCHL1 UCHL3 UEVLD USP13 USP16 USP25 USP33 USP5 USPL1 VPS28 VPS36 WDR48 ZFAND2B GOMF_UBIQUITIN_LIKE_PROTEIN_CONJUGATING_ENZYME_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_UBIQUITIN_LIKE_PROTEIN_CONJUGATING_ENZYME_ACTIVITY ATG10 ATG3 BIRC6 CDC34 TAF1 UBE2A UBE2B UBE2C UBE2D1 UBE2D2 UBE2D3 UBE2D4 UBE2E1 UBE2E2 UBE2E3 UBE2F UBE2G1 UBE2G2 UBE2H UBE2I UBE2J1 UBE2J2 UBE2K UBE2L3 UBE2L5 UBE2L6 UBE2M UBE2N UBE2NL UBE2O UBE2Q1 UBE2Q2 UBE2QL1 UBE2R2 UBE2S UBE2T UBE2U UBE2W UBE2Z UFC1 GOMF_UBIQUITIN_LIKE_PROTEIN_CONJUGATING_ENZYME_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_UBIQUITIN_LIKE_PROTEIN_CONJUGATING_ENZYME_BINDING ANKIB1 ARIH1 ARIH2 AUP1 DCUN1D1 DCUN1D2 DCUN1D3 DCUN1D4 DCUN1D5 FOXL2 GRIK2 MARCHF6 MARCHF7 PARK7 PPARA PRKN RNF125 RNF14 RNF144A RNF144B RNF180 RNF185 RNF19A RNF19B RNF217 RNF5 RPS3 SIAH1 SIAH2 SIAH3 TCERG1 TOLLIP TRAF6 TRIM72 UBA2 UBE3D ZMYM2 GOMF_UBIQUITIN_LIKE_PROTEIN_LIGASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_UBIQUITIN_LIKE_PROTEIN_LIGASE_ACTIVITY AMFR ANAPC11 ANKIB1 AREL1 ARIH1 ARIH2 ASB1 ASB12 ASB2 ASB4 ATG3 ATG5 BFAR BIRC2 BIRC3 BIRC7 BIRC8 BRAP BSPRY BTRC C10orf90 C18orf25 CBL CBLB CBLC CBLL1 CBLL2 CBX4 CCAR1 CCNB1IP1 CDC42 CHFR COP1 CUL3 CUL4A CUL9 DCST1 DTX1 DTX2 DTX3L DTX4 DZIP3 EGR2 FANCL FBXL22 FBXO17 FBXO2 FBXO27 FBXO30 FBXO4 FBXO40 FBXO44 FBXO6 GID4 HACE1 HECTD1 HECTD2 HECW1 HECW2 HERC2 HERC2P3 HERC3 HERC4 HERC5 HERC6 HLTF HUWE1 IRF2BP1 IRF2BPL ITCH KCMF1 KIAA1586 LONRF1 LONRF2 LONRF3 LRSAM1 LTN1 MAEA MARCHF1 MARCHF2 MARCHF5 MARCHF6 MARCHF8 MARVELD3 MDM2 MED1 MED10 MED11 MED12 MED17 MED18 MED21 MED27 MED30 MED31 MED6 MED7 MED8 MEFV MEX3C MGRN1 MIB1 MIB2 MKRN1 MKRN2 MKRN3 MKRN4P MSL2 MUL1 MYCBP2 MYLIP NCCRP1 NEDD4 NEDD4L NEURL1 NEURL1B NEURL2 NEURL3 NEURL4 NFX1 NHLRC1 NHLRC3 NOSIP NSMCE1 NSMCE2 NT5C2 PCGF3 PCGF5 PDZRN3 PELI1 PELI2 PELI3 PEX10 PEX12 PEX2 PIAS1 PIAS2 PIAS3 PIAS4 PJA1 PJA2 PML PPIL2 PPP1R11 PRKN PRPF19 RABGEF1 RAD18 RAG1 RAG2 RANBP2 RBBP6 RBX1 RC3H1 RC3H2 RCHY1 RFFL RFPL1 RFPL2 RFPL3 RFPL4A RFPL4AL1 RFPL4B RFWD3 RING1 RLIM RMND5A RMND5B RNF10 RNF103 RNF11 RNF111 RNF112 RNF113A RNF114 RNF115 RNF121 RNF122 RNF123 RNF125 RNF126 RNF128 RNF13 RNF130 RNF133 RNF135 RNF138 RNF139 RNF14 RNF144A RNF144B RNF146 RNF148 RNF149 RNF150 RNF151 RNF152 RNF157 RNF165 RNF166 RNF167 RNF168 RNF170 RNF175 RNF180 RNF181 RNF183 RNF185 RNF186 RNF19A RNF19B RNF2 RNF20 RNF208 RNF213 RNF215 RNF216 RNF217 RNF220 RNF223 RNF225 RNF227 RNF25 RNF26 RNF31 RNF34 RNF38 RNF39 RNF4 RNF40 RNF41 RNF43 RNF44 RNF5 RNF6 RNF7 RNF8 RNFT1 RNFT2 RPGR SH3RF1 SH3RF2 SH3RF3 SHPRH SIAH1 SIAH2 SIAH3 SMURF1 SMURF2 STUB1 SYVN1 TMEM129 TOPORS TRAF3 TRAF3IP2 TRAF6 TRAF7 TRAIP TRIM10 TRIM11 TRIM13 TRIM14 TRIM15 TRIM17 TRIM2 TRIM21 TRIM22 TRIM23 TRIM24 TRIM25 TRIM26 TRIM27 TRIM28 TRIM3 TRIM31 TRIM32 TRIM34 TRIM35 TRIM37 TRIM38 TRIM39 TRIM4 TRIM40 TRIM41 TRIM43 TRIM43B TRIM44 TRIM45 TRIM48 TRIM49 TRIM49B TRIM49C TRIM49D1 TRIM49D2 TRIM5 TRIM50 TRIM51 TRIM51G TRIM52 TRIM54 TRIM55 TRIM56 TRIM58 TRIM59 TRIM6 TRIM60 TRIM61 TRIM62 TRIM63 TRIM64 TRIM64B TRIM64C TRIM65 TRIM68 TRIM69 TRIM7 TRIM71 TRIM72 TRIM73 TRIM74 TRIM75 TRIM77 TRIM8 TRIM9 TRIML1 TRIML2 TRIP12 UBE2A UBE2C UBE2D1 UBE2D2 UBE2D3 UBE2F UBE2K UBE2O UBE3A UBE3B UBE3C UBE3D UBE4A UBE4B UBOX5 UBR1 UBR2 UBR3 UBR4 UBR5 UBR7 UFL1 UHRF1 UHRF2 VPS11 VPS18 WDR24 WSB1 WWP1 WWP2 XIAP ZBED1 ZMIZ1 ZMIZ2 ZNF451 ZNF598 ZNRF1 ZNRF2 ZNRF3 ZNRF4 ZSWIM2 GOMF_UBIQUITIN_LIKE_PROTEIN_LIGASE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_UBIQUITIN_LIKE_PROTEIN_LIGASE_BINDING ABCB1 ABI2 ACTG1 ACVR1B AICDA AMBRA1 ANAPC2 ANKRA2 APBB1 APC ARIH1 ARRB1 ARRB2 ARRDC1 ASB4 ATP6V0C ATXN3 AUP1 AURKA AXIN1 AXIN2 BAG1 BAG2 BAG4 BAG5 BAG6 BCL10 BCL2 BECN1 BID BLZF1 BOK BRCA1 CACUL1 CACYBP CALR CAMLG CASC3 CASP10 CASP8 CBS CCDC50 CCNB1 CCT2 CD40 CDK5RAP3 CDKN1A CDKN1B CEBPB CHEK2 CKB CLU CRK CTNNB1 CUL1 CUL2 CUL3 CUL4A CUL4B CUL5 CUL7 CUL9 CXCR4 DAXX DAZAP2 DBT DDRGK1 DERL1 DET1 DIO2 DLG3 DNAJA1 DNM1L DTX1 DTX3L EGFR EGR2 EIF4E2 ELOB ENSG00000230707 ENSG00000274276 ERBB3 ERLIN1 ERLIN2 FAF1 FAF2 FANCL FATE1 FBXO7 FBXW7 FHIT FOXO1 FZD4 FZD5 FZD6 FZD8 GABARAP GABARAPL1 GABARAPL2 GABARAPL3 GGN GLMN GPI GPR37 GRIK2 GSK3B H2BC9 HAPSTR1 HDAC6 HERC2 HGS HIF1A HLTF HM13 HSP90AA1 HSP90AB1 HSPA1A HSPA1B HSPA1L HSPA5 HSPA6 HSPA7 HSPA8 HSPA9 HSPBP1 HSPD1 IKBKE IKBKG ISG15 ITCH JAK1 JKAMP JUN KCNH2 KDM4A LAPTM4B LAPTM5 LRPPRC LTBR LYN MAGEA2 MAGEA2B MAGEC2 MAP1LC3A MAP1LC3B MAP1LC3B2 MAP1LC3C MAP3K7 MC1R MC4R MDM2 MFHAS1 MFN2 MID1 MOAP1 MUL1 MYOD1 NAE1 NDUFS2 NEDD8 NEK6 NFE2L2 NFKBIA NGFR NKD2 NLK NPLOC4 OTUB1 PA2G4 PACRG PARP1 PARP9 PATZ1 PAX6 PCBP2 PDLIM2 PER1 PER3 PIAS1 PIAS2 PIAS4 PINK1 PML POLR2A POU5F1 PPARGC1A PRDX6 PRKACA PRKACB PRKAR1A PRKAR2A PRKAR2B PRKN PRR5L PRR7 PSMA3 PSMD1 PTK2B PTPN22 PTPRN PYHIN1 RAD18 RALA RALB RANGAP1 RB1 RBX1 RELA RFFL RHOBTB3 RIGI RIPK1 RNF186 RNF20 RNF31 RNF34 RNF40 RNF8 RPA2 RPL11 RPL23 RPL5 RPS27A RRAGA RTN4 SCAMP3 SCN5A SH3KBP1 SHPRH SKI SLC22A18 SLC25A5 SLF1 SLF2 SMAD1 SMAD2 SMAD3 SMAD5 SMAD6 SMAD7 SMC6 SMG5 SNCAIP SNX9 SPART SPOP SPOPL SQSTM1 STAM STAT1 STAT2 STING1 STUB1 STX8 SUMO1 SUMO1P1 SUMO2 SUMO3 SUMO4 SYT11 TANK TCP1 TGFBR1 TMBIM6 TNFRSF14 TNFRSF1B TNK2 TOLLIP TP53 TPI1 TRAF1 TRAF2 TRAF3 TRAF4 TRAF5 TRAF6 TRIB1 TRIB2 TRIB3 TRIM28 TRIM37 TRIOBP TRIP4 TSG101 TUBA1B TUBB TXNIP UBA52 UBASH3B UBB UBC UBE2A UBE2B UBE2C UBE2D1 UBE2D2 UBE2D3 UBE2D4 UBE2G1 UBE2J1 UBE2J2 UBE2K UBE2L3 UBE2L5 UBE2L6 UBE2N UBE2T UBE2W UBOX5 UBXN1 UBXN7 UCHL1 UQCRC1 USP13 USP2 USP25 VCL VCP WASHC1 WBP1L WFS1 WRAP53 XRCC5 YOD1 YWHAE YWHAZ ZNF675 GOMF_UBIQUITIN_LIKE_PROTEIN_PEPTIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_UBIQUITIN_LIKE_PROTEIN_PEPTIDASE_ACTIVITY ALG13 ATXN3 ATXN3L BAP1 BRCC3 COPS4 COPS5 COPS6 CYLD DESI1 DESI2 EIF3F EIF3H HINT1 JOSD1 JOSD2 MINDY1 MINDY2 MINDY3 MINDY4 MINDY4B MYSM1 OTUB1 OTUB2 OTUD1 OTUD3 OTUD4 OTUD5 OTUD6A OTUD6B OTUD7A OTUD7B OTULIN OTULINL PAN2 PRPF8 PSMD14 PSMD7 SENP1 SENP2 SENP3 SENP5 SENP6 SENP7 SENP8 STAMBP STAMBPL1 TANK TNFAIP3 UCHL1 UCHL3 UCHL5 UFD1 UFSP2 USP1 USP10 USP11 USP12 USP13 USP14 USP15 USP16 USP17L1 USP17L10 USP17L11 USP17L12 USP17L13 USP17L15 USP17L17 USP17L18 USP17L19 USP17L2 USP17L20 USP17L21 USP17L22 USP17L23 USP17L24 USP17L3 USP17L4 USP17L5 USP17L6P USP17L7 USP17L8 USP18 USP19 USP2 USP20 USP21 USP22 USP24 USP25 USP26 USP27X USP28 USP29 USP3 USP30 USP31 USP32 USP33 USP34 USP35 USP36 USP37 USP38 USP39 USP4 USP40 USP42 USP43 USP44 USP45 USP46 USP47 USP48 USP49 USP5 USP50 USP51 USP53 USP54 USP6 USP7 USP8 USP9X USP9Y USPL1 VCPIP1 YOD1 ZC3H12A ZRANB1 ZUP1 GOMF_UBIQUITIN_LIKE_PROTEIN_SPECIFIC_ENDOPEPTIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_UBIQUITIN_LIKE_PROTEIN_SPECIFIC_ENDOPEPTIDASE_ACTIVITY SENP1 SENP2 SENP5 SENP6 SENP7 GOMF_UBIQUITIN_MODIFICATION_DEPENDENT_HISTONE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_UBIQUITIN_MODIFICATION_DEPENDENT_HISTONE_BINDING DNAJC2 JARID2 RNF169 TP53BP1 UIMC1 USP15 GOMF_UBIQUITIN_PROTEIN_TRANSFERASE_ACTIVATOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_UBIQUITIN_PROTEIN_TRANSFERASE_ACTIVATOR_ACTIVITY BMI1 BTRC CBX8 CDC20 CDC20B CDKN1B ENTREP1 FBXW7 FZR1 PEX12 RING1 UBE2L3 UBE2N GOMF_UBIQUITIN_PROTEIN_TRANSFERASE_INHIBITOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_UBIQUITIN_PROTEIN_TRANSFERASE_INHIBITOR_ACTIVITY FBXO5 GLMN OTUB1 RPL11 RPL23 RPL37 RPL5 RPS15 RPS20 RPS7 SPRY2 GOMF_UBIQUITIN_PROTEIN_TRANSFERASE_REGULATOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_UBIQUITIN_PROTEIN_TRANSFERASE_REGULATOR_ACTIVITY BMI1 BTRC CBX8 CDC20 CDC20B CDKN1B ENTREP1 FBXO5 FBXW7 FZR1 GLMN OTUB1 PEX12 RING1 RPL11 RPL23 RPL37 RPL5 RPS15 RPS20 RPS7 SPRY2 TRIB1 TRIB2 TRIB3 UBE2L3 UBE2N GOMF_UBIQUITIN_SPECIFIC_PROTEASE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_UBIQUITIN_SPECIFIC_PROTEASE_BINDING AMFR BAG6 CHMP3 CLTC DERL1 DERL2 DERL3 LCOR MARCHF6 NHERF4 PARK7 PRKN PTEN RAD23A RHBDD2 SART3 SELENOS SPATA2 SUMO1 SYVN1 VCP GOMF_UBIQUITIN_UBIQUITIN_LIGASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_UBIQUITIN_UBIQUITIN_LIGASE_ACTIVITY AMFR ANAPC11 PELI1 PELI2 PPIL2 PRPF19 RBX1 STUB1 TRAF6 UBE2K UBE4A UBE4B UBOX5 UBR5 GOMF_UDP_GALACTOSE_BETA_N_ACETYLGLUCOSAMINE_BETA_1_3_GALACTOSYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_UDP_GALACTOSE_BETA_N_ACETYLGLUCOSAMINE_BETA_1_3_GALACTOSYLTRANSFERASE_ACTIVITY B3GALNT1 B3GALT1 B3GALT2 B3GALT4 B3GALT5 B3GNT2 B3GNT3 B3GNT4 B3GNT5 B3GNT6 B3GNT7 B3GNT8 GOMF_UDP_GLUCOSYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_UDP_GLUCOSYLTRANSFERASE_ACTIVITY ALG5 GYG1 GYG2 GYS1 GYS2 POGLUT1 POGLUT2 POGLUT3 UGCG UGGT1 UGGT2 GOMF_UDP_GLYCOSYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_UDP_GLYCOSYLTRANSFERASE_ACTIVITY A3GALT2 A4GALT A4GNT ABO ALG13 ALG14 ALG5 B3GALNT1 B3GALNT2 B3GALT1 B3GALT2 B3GALT4 B3GALT5 B3GALT6 B3GAT1 B3GAT2 B3GAT3 B3GLCT B3GNT2 B3GNT3 B3GNT4 B3GNT5 B3GNT6 B3GNT7 B3GNT8 B3GNT9 B4GALNT1 B4GALNT2 B4GALNT3 B4GALNT4 B4GALT1 B4GALT2 B4GALT3 B4GALT4 B4GALT5 B4GALT6 B4GALT7 B4GAT1 CERCAM CHPF CHPF2 CHSY1 CHSY3 COLGALT1 COLGALT2 CSGALNACT1 CSGALNACT2 EOGT EXT1 EXT2 EXTL1 EXTL2 EXTL3 GALNT1 GALNT10 GALNT11 GALNT12 GALNT13 GALNT14 GALNT15 GALNT16 GALNT17 GALNT18 GALNT2 GALNT3 GALNT4 GALNT5 GALNT6 GALNT7 GALNT8 GALNT9 GALNTL6 GBGT1 GCNT1 GCNT2 GCNT3 GCNT4 GCNT7 GLT8D1 GLT8D2 GXYLT1 GXYLT2 GYG1 GYG2 GYS1 GYS2 HAS1 HAS2 HAS3 HEXA HEXB HYAL1 LALBA LARGE1 LARGE2 LFNG MFNG MGAT1 MGAT2 MGAT3 MGAT4A MGAT4B MGAT4C MGAT4D MGAT5 MGAT5B OGT PIGA PIGP PIGY PLOD3 POGLUT1 POGLUT2 POGLUT3 POMGNT1 POMGNT2 RFNG RXYLT1 UGCG UGGT1 UGGT2 UGT1A1 UGT1A10 UGT1A3 UGT1A4 UGT1A5 UGT1A6 UGT1A7 UGT1A8 UGT1A9 UGT2A1 UGT2A2 UGT2A3 UGT2B10 UGT2B11 UGT2B15 UGT2B17 UGT2B28 UGT2B4 UGT2B7 UGT3A1 UGT3A2 UGT8 XXYLT1 XYLT1 XYLT2 GOMF_UDP_XYLOSYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_UDP_XYLOSYLTRANSFERASE_ACTIVITY GXYLT1 GXYLT2 LARGE1 LARGE2 POGLUT1 POGLUT2 POGLUT3 RXYLT1 XXYLT1 XYLT1 XYLT2 GOMF_UNFOLDED_PROTEIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_UNFOLDED_PROTEIN_BINDING AFG3L2 AHSP AIP AIPL1 APCS CALR CALR3 CANX CCAR2 CCDC115 CCT2 CCT3 CCT4 CCT5 CCT6A CCT6B CCT7 CCT8 CCT8L1P CCT8L2 CDC37 CDC37L1 CHAF1A CHAF1B CLGN CLPX CLU CRYAA CRYAB DNAJA1 DNAJA2 DNAJA3 DNAJA4 DNAJB1 DNAJB11 DNAJB13 DNAJB2 DNAJB3 DNAJB4 DNAJB5 DNAJB6 DNAJB7 DNAJB8 DNAJC4 ERLEC1 ERN1 ERN2 ERO1B GRPEL1 GRPEL2 HEATR3 HSP90AA1 HSP90AA2P HSP90AA4P HSP90AA5P HSP90AB1 HSP90AB2P HSP90AB3P HSP90AB4P HSP90B1 HSP90B2P HSPA1A HSPA1B HSPA1L HSPA2 HSPA5 HSPA6 HSPA8 HSPA9 HSPB1 HSPB2 HSPB6 HSPD1 HSPE1 HTRA2 HYOU1 LMAN1 MKKS NACA NACA2 NACA4P NACAD NAP1L4 NDUFAF1 NPM1 NUDC NUDCD2 NUDCD3 PDRG1 PET100 PFDN1 PFDN2 PFDN4 PFDN5 PFDN6 PPIA PPIB PTGES3 RP2 RUVBL2 SCAP SCG5 SERPINH1 SHQ1 SIL1 SPG7 SRSF10 SRSF12 SSUH2 SYVN1 TAPBP TCP1 TIMM10B TMEM67 TOMM20 TOR1A TRAP1 TTC1 TUBB4B UGGT1 UGGT2 VBP1 GOMF_UNIPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_UNIPORTER_ACTIVITY MCU SLC16A12 SLC17A6 SLC17A7 SLC17A8 SLC17A9 SLC2A4 UCP2 GOMF_UNMETHYLATED_CPG_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_UNMETHYLATED_CPG_BINDING CXXC1 DNMT3A FBXL19 KDM2A KDM2B KMT2A KMT2B MBD1 MECP2 TLR9 GOMF_URATE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_URATE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ABCC4 ABCG2 SLC17A2 SLC17A3 SLC17A4 SLC22A12 SLC22A13 SLC23A1 SLC2A9 GOMF_UREA_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_UREA_TRANSMEMBRANE_TRANSPORTER_ACTIVITY AQP10 AQP3 AQP7 AQP7B AQP7P3 AQP8 AQP9 SLC14A1 SLC14A2 GOMF_URIDYLYLTRANSFERASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_URIDYLYLTRANSFERASE_ACTIVITY GALT TUT1 TUT4 TUT7 UAP1 UAP1L1 UGP2 GOMF_VASCULAR_ENDOTHELIAL_GROWTH_FACTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_VASCULAR_ENDOTHELIAL_GROWTH_FACTOR_BINDING FBXW7-AS1 KDR NRP1 PDGFRA PDGFRB GOMF_VASCULAR_ENDOTHELIAL_GROWTH_FACTOR_RECEPTOR_2_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_VASCULAR_ENDOTHELIAL_GROWTH_FACTOR_RECEPTOR_2_BINDING CADM4 CCDC88A CDH5 DAB2IP GREM1 ITGA5 ITGB3 PDCL3 VEGFA GOMF_VASCULAR_ENDOTHELIAL_GROWTH_FACTOR_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_VASCULAR_ENDOTHELIAL_GROWTH_FACTOR_RECEPTOR_ACTIVITY FLT1 FLT3 FLT4 KDR NRP1 NRP2 PDGFRA GOMF_VASCULAR_ENDOTHELIAL_GROWTH_FACTOR_RECEPTOR_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_VASCULAR_ENDOTHELIAL_GROWTH_FACTOR_RECEPTOR_BINDING CADM4 CCDC88A CDH5 DAB2IP GREM1 ITGA5 ITGB3 PDCL3 PGF VEGFA VEGFB VEGFC VEGFD GOMF_VASOPRESSIN_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_VASOPRESSIN_RECEPTOR_ACTIVITY AVPR1A AVPR1B AVPR2 INPP5K NLRP6 NPSR1 OXTR GOMF_VERY_LONG_CHAIN_FATTY_ACID_COA_LIGASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_VERY_LONG_CHAIN_FATTY_ACID_COA_LIGASE_ACTIVITY ACSBG1 ACSBG2 ACSF3 ACSL4 SLC27A1 SLC27A2 SLC27A3 SLC27A4 SLC27A5 SLC27A6 GOMF_VINCULIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_VINCULIN_BINDING ACTN1 CORO2B CTNNA1 DAG1 DMD NRAP PXN RTCB SORBS3 SYNM TLN1 UTRN GOMF_VIRION_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_VIRION_BINDING ANXA2 ANXA2P2 ANXA9 APCS CD209 CLEC4M CRP HIPK2 NECTIN1 PPIA PTX3 SIGLEC1 TSG101 GOMF_VITAMIN_B6_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_VITAMIN_B6_BINDING AADAT ABAT ACCS ACCSL AGXT AGXT2 ALAS1 ALAS2 ALB CBS CISD1 CSAD CTH DDC ENSG00000274276 ETNPPL GAD1 GAD2 GADL1 GCAT GLDC GOT1 GOT1L1 GOT2 GPT GPT2 HDC KYAT1 KYAT3 KYNU MOCOS MTARC1 MTARC2 NFS1 OAT PDXDC1 PDXDC2P-NPIPB14P PDXK PHYKPL PLPBP PNPO PSAT1 PYGB PYGL PYGM SCLY SDS SDSL SGPL1 SHMT1 SHMT2 SPTLC1 SPTLC2 SPTLC3 SRR TAT THNSL2 GOMF_VITAMIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_VITAMIN_BINDING AADAT ABAT ABCA4 ACACB ACCS ACCSL ADH4 ADH7 AFM AGXT AGXT2 ALAS1 ALAS2 ALB ALDH1A2 ALKBH3 C8G CALB1 CBLIF CBS CD320 CISD1 CRABP1 CRABP2 CSAD CTH CUBN CYP27C1 CYP2R1 CYP2W1 DBH DDC DHFR DHFRP1 DHTKD1 EGLN1 EGLN2 EGLN3 ENSG00000274276 ETNPPL FASN FOLR1 FOLR2 FOLR3 FTCD FTCDNL1 GAD1 GAD2 GADL1 GC GCAT GGCX GLDC GNMT GOT1 GOT1L1 GOT2 GPT GPT2 HACL1 HDC HLCS ILVBL IRX5 IZUMO1R KL KYAT1 KYAT3 KYNU LMBRD1 LRAT MCCC1 MMAB MMACHC MMUT MOCOS MTARC1 MTARC2 MTHFS MTR NFS1 NPC1L1 OAT OGDH OGDHL OGFOD1 OGFOD2 OGFOD3 OPN3 OPN4 OPN5 P3H1 P3H2 P3H3 P4HA1 P4HA2 P4HA3 P4HTM PAM PANK3 PC PCCA PDXDC1 PDXDC2P-NPIPB14P PDXK PHYH PHYKPL PLOD1 PLOD2 PLOD3 PLPBP PNPO PSAT1 PYGB PYGL PYGM RBP1 RBP2 RBP3 RBP4 RBP5 RBP7 RHO RLBP1 S100G SCLY SDS SDSL SEC14L2 SGPL1 SHMT1 SHMT2 SLC19A1 SLC46A1 SPTLC1 SPTLC2 SPTLC3 SRR STRA6 TAT TCN1 TCN2 THNSL2 TKT TKTL1 TKTL2 TPK1 TTPA TYMS UROS VDR GOMF_VITAMIN_D_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_VITAMIN_D_BINDING CALB1 CYP2R1 GC IRX5 KL S100G VDR GOMF_VITAMIN_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_VITAMIN_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ABCA4 ABCC1 ABCD4 ABCG2 C2orf83 GC PDPN RBP4 RTBDN SLC19A1 SLC19A2 SLC19A3 SLC22A1 SLC22A14 SLC22A2 SLC23A1 SLC23A2 SLC23A3 SLC25A19 SLC25A32 SLC27A1 SLC2A1 SLC2A10 SLC2A14 SLC2A2 SLC2A3 SLC2A6 SLC2A8 SLC44A4 SLC46A1 SLC47A1 SLC52A1 SLC52A2 SLC52A3 SLC5A6 STRA6 GOMF_VOLTAGE_GATED_CALCIUM_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_VOLTAGE_GATED_CALCIUM_CHANNEL_ACTIVITY CACHD1 CACNA1A CACNA1B CACNA1C CACNA1D CACNA1E CACNA1F CACNA1G CACNA1H CACNA1I CACNA1S CACNA2D1 CACNA2D2 CACNA2D3 CACNA2D4 CACNB1 CACNB2 CACNB3 CACNB4 CACNG1 CACNG2 CACNG3 CACNG4 CACNG5 CACNG6 CACNG7 CACNG8 CALHM1 CATSPER1 CATSPER3 CATSPER4 HTR1B ITGAV NCS1 OPRM1 PKD2 RYR1 SCN10A SCN11A SCN1A SCN2A SCN3A SCN4A SCN5A SCN7A SCN8A SCN9A TMC1 TMC2 TPCN2 TRPV1 TSPOAP1 GOMF_VOLTAGE_GATED_CALCIUM_CHANNEL_ACTIVITY_INVOLVED_IN_CARDIAC_MUSCLE_CELL_ACTION_POTENTIAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_VOLTAGE_GATED_CALCIUM_CHANNEL_ACTIVITY_INVOLVED_IN_CARDIAC_MUSCLE_CELL_ACTION_POTENTIAL CACNA1C CACNA1D CACNA1G CACNA2D1 CACNB2 GOMF_VOLTAGE_GATED_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_VOLTAGE_GATED_CHANNEL_ACTIVITY ABCC8 ABCC9 ANO1 ANO6 CACHD1 CACNA1A CACNA1B CACNA1C CACNA1D CACNA1E CACNA1F CACNA1G CACNA1H CACNA1I CACNA1S CACNA2D1 CACNA2D2 CACNA2D3 CACNA2D4 CACNB1 CACNB2 CACNB3 CACNB4 CACNG1 CACNG2 CACNG3 CACNG4 CACNG5 CACNG6 CACNG7 CACNG8 CALHM1 CALHM3 CATSPER1 CATSPER2 CATSPER3 CATSPER4 CLCA3P CLCN1 CLCN2 CLCN3 CLCN4 CLCN5 CLCN6 CLCN7 CLCNKA CLCNKB CLIC1 CLIC2 CLIC3 CLIC4 CLIC5 CLIC6 CYBB GPR89A GPR89B GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B HCN1 HCN2 HCN3 HCN4 HTR1B HVCN1 ITGAV KCNA1 KCNA10 KCNA2 KCNA3 KCNA4 KCNA5 KCNA6 KCNA7 KCNAB1 KCNAB2 KCNAB3 KCNB1 KCNB2 KCNC1 KCNC2 KCNC3 KCNC4 KCND1 KCND2 KCND3 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNF1 KCNG1 KCNG2 KCNG3 KCNG4 KCNH1 KCNH2 KCNH3 KCNH4 KCNH5 KCNH6 KCNH7 KCNH8 KCNIP1 KCNIP2 KCNIP3 KCNIP4 KCNJ1 KCNJ10 KCNJ11 KCNJ12 KCNJ13 KCNJ14 KCNJ15 KCNJ16 KCNJ18 KCNJ2 KCNJ3 KCNJ4 KCNJ5 KCNJ6 KCNJ8 KCNJ9 KCNK1 KCNK10 KCNK12 KCNK13 KCNK15 KCNK16 KCNK17 KCNK18 KCNK2 KCNK3 KCNK4 KCNK5 KCNK6 KCNK7 KCNK9 KCNMA1 KCNMB4 KCNN1 KCNN2 KCNN3 KCNQ1 KCNQ2 KCNQ3 KCNQ4 KCNQ5 KCNS1 KCNS2 KCNS3 KCNT1 KCNT2 KCNU1 KCNV1 KCNV2 LRRC26 LRRC38 LRRC52 LRRC55 NALCN NCS1 NOX1 OPRM1 PKD2 PTK2B RYR1 SCN10A SCN11A SCN1A SCN1B SCN2A SCN2B SCN3A SCN3B SCN4A SCN4B SCN5A SCN7A SCN8A SCN9A SLC17A3 SNAP25 TMC1 TMC2 TMEM109 TMEM266 TMEM37 TPCN1 TPCN2 TRPM5 TRPV1 TSPOAP1 VDAC1 VDAC2 VDAC3 GOMF_VOLTAGE_GATED_CHLORIDE_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_VOLTAGE_GATED_CHLORIDE_CHANNEL_ACTIVITY ANO1 ANO6 CLCN1 CLCN2 CLCN3 CLCN4 CLCN5 CLCN6 CLCN7 CLCNKA CLCNKB GOMF_VOLTAGE_GATED_MONOATOMIC_ANION_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_VOLTAGE_GATED_MONOATOMIC_ANION_CHANNEL_ACTIVITY ANO1 ANO6 CLCN1 CLCN2 CLCN3 CLCN4 CLCN5 CLCN6 CLCN7 CLCNKA CLCNKB GPR89A GPR89B SLC17A3 VDAC1 VDAC2 VDAC3 GOMF_VOLTAGE_GATED_MONOATOMIC_CATION_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_VOLTAGE_GATED_MONOATOMIC_CATION_CHANNEL_ACTIVITY ABCC8 ABCC9 CACHD1 CACNA1A CACNA1B CACNA1C CACNA1D CACNA1E CACNA1F CACNA1G CACNA1H CACNA1I CACNA1S CACNA2D1 CACNA2D2 CACNA2D3 CACNA2D4 CACNB1 CACNB2 CACNB3 CACNB4 CACNG1 CACNG2 CACNG3 CACNG4 CACNG5 CACNG6 CACNG7 CACNG8 CALHM1 CATSPER1 CATSPER3 CATSPER4 GRIN2D HCN1 HCN2 HCN3 HCN4 HTR1B HVCN1 ITGAV KCNA1 KCNA10 KCNA2 KCNA3 KCNA4 KCNA5 KCNA6 KCNA7 KCNAB1 KCNAB2 KCNAB3 KCNB1 KCNB2 KCNC1 KCNC2 KCNC3 KCNC4 KCND1 KCND2 KCND3 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNF1 KCNG1 KCNG2 KCNG3 KCNG4 KCNH1 KCNH2 KCNH3 KCNH4 KCNH5 KCNH6 KCNH7 KCNH8 KCNIP2 KCNJ1 KCNJ10 KCNJ11 KCNJ12 KCNJ13 KCNJ14 KCNJ15 KCNJ16 KCNJ18 KCNJ2 KCNJ3 KCNJ4 KCNJ5 KCNJ6 KCNJ8 KCNJ9 KCNK1 KCNK10 KCNK12 KCNK13 KCNK15 KCNK16 KCNK17 KCNK18 KCNK2 KCNK3 KCNK4 KCNK5 KCNK6 KCNK7 KCNK9 KCNMA1 KCNN1 KCNN2 KCNN3 KCNQ1 KCNQ2 KCNQ3 KCNQ4 KCNQ5 KCNS1 KCNS2 KCNS3 KCNT1 KCNT2 KCNV1 KCNV2 LRRC26 LRRC38 LRRC52 LRRC55 NCS1 OPRM1 PKD2 RYR1 SCN10A SCN11A SCN1A SCN2A SCN2B SCN3A SCN4A SCN5A SCN7A SCN8A SCN9A SNAP25 TMC1 TMC2 TMEM109 TPCN2 TRPV1 TSPOAP1 GOMF_VOLTAGE_GATED_MONOATOMIC_ION_CHANNEL_ACTIVITY_INVOLVED_IN_REGULATION_OF_PRESYNAPTIC_MEMBRANE_POTENTIAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_VOLTAGE_GATED_MONOATOMIC_ION_CHANNEL_ACTIVITY_INVOLVED_IN_REGULATION_OF_PRESYNAPTIC_MEMBRANE_POTENTIAL KCNA1 KCNA2 KCNA4 KCNC1 KCNC2 KCNJ11 KCNJ3 KCNJ8 KCNMB4 KCNQ5 SCN10A SCN1A GOMF_VOLTAGE_GATED_POTASSIUM_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_VOLTAGE_GATED_POTASSIUM_CHANNEL_ACTIVITY ABCC8 ABCC9 HCN1 HCN2 HCN3 HCN4 KCNA1 KCNA10 KCNA2 KCNA3 KCNA4 KCNA5 KCNA6 KCNA7 KCNAB1 KCNAB2 KCNAB3 KCNB1 KCNB2 KCNC1 KCNC2 KCNC3 KCNC4 KCND1 KCND2 KCND3 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNF1 KCNG1 KCNG2 KCNG3 KCNG4 KCNH1 KCNH2 KCNH3 KCNH4 KCNH5 KCNH6 KCNH7 KCNH8 KCNIP2 KCNJ1 KCNJ10 KCNJ11 KCNJ12 KCNJ13 KCNJ14 KCNJ15 KCNJ16 KCNJ18 KCNJ2 KCNJ3 KCNJ4 KCNJ5 KCNJ6 KCNJ8 KCNJ9 KCNK1 KCNK10 KCNK12 KCNK13 KCNK15 KCNK16 KCNK17 KCNK18 KCNK2 KCNK3 KCNK4 KCNK5 KCNK6 KCNK7 KCNK9 KCNMA1 KCNN1 KCNN2 KCNN3 KCNQ1 KCNQ2 KCNQ3 KCNQ4 KCNQ5 KCNS1 KCNS2 KCNS3 KCNT1 KCNT2 KCNV1 KCNV2 LRRC26 LRRC38 LRRC52 LRRC55 PKD2 SCN2B SNAP25 GOMF_VOLTAGE_GATED_POTASSIUM_CHANNEL_ACTIVITY_INVOLVED_IN_CARDIAC_MUSCLE_CELL_ACTION_POTENTIAL_REPOLARIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_VOLTAGE_GATED_POTASSIUM_CHANNEL_ACTIVITY_INVOLVED_IN_CARDIAC_MUSCLE_CELL_ACTION_POTENTIAL_REPOLARIZATION KCNA5 KCND3 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNH2 KCNIP2 KCNJ2 KCNJ3 KCNJ5 KCNJ8 KCNQ1 SCN2B GOMF_VOLTAGE_GATED_POTASSIUM_CHANNEL_ACTIVITY_INVOLVED_IN_VENTRICULAR_CARDIAC_MUSCLE_CELL_ACTION_POTENTIAL_REPOLARIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_VOLTAGE_GATED_POTASSIUM_CHANNEL_ACTIVITY_INVOLVED_IN_VENTRICULAR_CARDIAC_MUSCLE_CELL_ACTION_POTENTIAL_REPOLARIZATION KCND3 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNH2 KCNJ3 KCNJ5 KCNJ8 KCNQ1 SCN2B GOMF_VOLTAGE_GATED_SODIUM_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_VOLTAGE_GATED_SODIUM_CHANNEL_ACTIVITY ASIC2 HCN1 HCN2 HCN3 HCN4 NALCN PKD2 SCN10A SCN11A SCN1A SCN1B SCN2A SCN2B SCN3A SCN3B SCN4A SCN4B SCN5A SCN7A SCN8A SCN9A TPCN1 TPCN2 GOMF_VOLTAGE_GATED_SODIUM_CHANNEL_ACTIVITY_INVOLVED_IN_CARDIAC_MUSCLE_CELL_ACTION_POTENTIAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_VOLTAGE_GATED_SODIUM_CHANNEL_ACTIVITY_INVOLVED_IN_CARDIAC_MUSCLE_CELL_ACTION_POTENTIAL SCN1B SCN2B SCN3B SCN4B SCN5A GOMF_VOLUME_SENSITIVE_ANION_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_VOLUME_SENSITIVE_ANION_CHANNEL_ACTIVITY CLCN3 LRRC8A LRRC8B LRRC8C LRRC8D LRRC8E TTYH1 TTYH2 TTYH3 GOMF_WATER_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_WATER_TRANSMEMBRANE_TRANSPORTER_ACTIVITY AQP1 AQP10 AQP11 AQP12A AQP12B AQP2 AQP3 AQP4 AQP5 AQP6 AQP7 AQP7B AQP7P3 AQP8 AQP9 MIP PDPN SLC14A1 SLC4A11 SLC5A1 GOMF_WD40_REPEAT_DOMAIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_WD40_REPEAT_DOMAIN_BINDING CCT6A CDC5L DDB1 TERC USP47 GOMF_WIDE_PORE_CHANNEL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_WIDE_PORE_CHANNEL_ACTIVITY BAK1 GJA1 GJA10 GJA3 GJA4 GJA5 GJA8 GJA9 GJB1 GJB2 GJB3 GJB4 GJB5 GJB6 GJB7 GJC1 GJC2 GJC3 GJD2 GJD3 GJD4 GJE1 GSDMA GSDMD GSDME PANX1 PANX2 PANX3 PRF1 TOMM40 TOMM40L VDAC1 VDAC2 VDAC3 GOMF_WNT_PROTEIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_WNT_PROTEIN_BINDING APCDD1 APCDD1L CTHRC1 FRZB FZD1 FZD10 FZD2 FZD3 FZD4 FZD5 FZD6 FZD7 FZD8 FZD9 LRP5 LRP6 MUSK NID1 PORCN PTPRO RECK ROR1 ROR2 RYK SFRP1 SFRP2 SFRP4 SFRP5 TRABD2A TRABD2B WIF1 WLS GOMF_WNT_RECEPTOR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_WNT_RECEPTOR_ACTIVITY FZD1 FZD10 FZD2 FZD3 FZD4 FZD5 FZD6 FZD7 FZD8 FZD9 LRP5 LRP6 NID1 PKD1 ROR1 RYK TSPAN12 GOMF_WW_DOMAIN_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_WW_DOMAIN_BINDING CDC25C DAZAP2 ENAH ENTREP3 KIF20B LITAF NDFIP1 NDFIP2 NFE2 PMEPA1 PRRG4 RAPGEF2 SCNN1A SCNN1B SCNN1G TNK2 TP63 TRAF4 TREX1 WBP1 WBP11 WBP2NL GOMF_XENOBIOTIC_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_XENOBIOTIC_TRANSMEMBRANE_TRANSPORTER_ACTIVITY ABCA3 ABCA8 ABCB1 ABCB11 ABCB5 ABCC1 ABCC10 ABCC11 ABCC2 ABCC3 ABCC4 ABCC5 ABCG2 ATRAID RALBP1 SLC16A6 SLC17A3 SLC18A1 SLC19A1 SLC22A1 SLC22A18 SLC22A2 SLC22A5 SLC22A6 SLC22A8 SLC29A4 SLC2A1 SLC31A1 SLC36A1 SLC37A3 SLC43A3 SLC46A1 SLC47A1 SLC47A2 SLC6A11 SLC6A13 SLC6A6 GOMF_XMP_5_NUCLEOSIDASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_XMP_5_NUCLEOSIDASE_ACTIVITY ACP3 NT5C1A NT5C1B NT5C2 NT5C3A NT5E GOMF_ZINC_ION_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ZINC_ION_BINDING AARS1 AARS2 ACE ACE2 ACER3 ACMSD ACR ADA ADA2 ADAM30 ADAM33 ADAM8 ADAMDEC1 ADAMTS1 ADAMTS13 ADAMTS15 ADAMTS2 ADAMTS20 ADAMTS3 ADAMTS4 ADAMTS5 ADAMTS8 ADAMTS9 ADAT2 ADH1A ADH1B ADH1C ADH4 ADH5 ADH6 ADH7 AEBP1 AFG3L2 AGBL1 AGBL2 AGBL3 AGBL4 AGBL5 AGTPBP1 AICDA AIRE AKAP8 ALAD ALKBH8 ALPI ALPP ANAPC11 ANKIB1 ANPEP AOC1 AOPEP APEX2 APIP APOBEC1 APOBEC3A APOBEC3B APOBEC3C APOBEC3D APOBEC3F APOBEC3G APOBEC3H APOBEC4 AR ARHGEF2 ARIH1 ARIH2 ASAH2 ASTL ATP13A2 ATXN7L3 BAZ1B BBOX1 BHMT BHMT2 BIRC2 BLM BLVRA BMI1 BMP1 BRAP BRCA1 C11orf54 CA1 CA10 CA11 CA12 CA13 CA14 CA2 CA3 CA4 CA5A CA5B CA6 CA7 CA8 CA9 CAD CALB1 CALR CBLB CBLC CD4 CDA CDADC1 CDIP1 CDO1 CHD3 CHD4 CHMP1A CHORDC1 CHURC1 CIZ1 CLIP1 CLPX CNBP COL25A1-DT CPA1 CPA2 CPA3 CPA4 CPA5 CPA6 CPB1 CPB2 CPD CPE CPM CPN1 CPO CPSF4 CPXM1 CPXM2 CPZ CREBBP CRIP1 CRIP2 CRYZ CSRP1 CTCF CUL9 CXXC1 CXXC4 CXXC5 CYLD CZIB D2HGDH DBF4 DBF4B DCTD DHH DHX58 DMD DNAJC21 DNAJC24 DNLZ DNMT1 DNPEP DPEP1 DPF3 DPP3 DPYS DRP2 DTNA DTNB DTX1 DTX2 DTX4 DUSP12 DYTN EARS2 ECE1 EEA1 EGR1 EHMT1 EHMT2 ENPEP ENPP1 ENPP2 ENPP3 ENPP5 ENPP7 EP300 EPRS1 ERAP1 ERAP2 ERI2 ESCO1 ESR1 ESR2 ESRRA ESRRB ESRRG FBXL19 FBXO11 FBXO30 FBXO40 FBXO43 FNTB GALT GATA1 GATA2 GATA3 GATA4 GATA5 GATA6 GATAD1 GATAD2B GCH1 GCM1 GDA GLI2 GLO1 GLRA1 GRIN2A GRIN2B GTF2B GTF2H2 GTF2H2C GTF2H2C_2 HDAC10 HDAC4 HDAC6 HERC2 HHIP HIF1AN HLTF HNF4A HNF4G HRG IDE IFIH1 IGHMBP2 IKZF4 IKZF5 ISCU ITGB1BP2 KAT6A KAT7 KCMF1 KDM1B KDM2A KDM2B KDM4A KDM4C KDM5A KDM5B KDM5C KDM7A KLF4 KLF7 KMT2A KMT2B KNG1 KPNB1 L3MBTL1 L3MBTL2 L3MBTL3 L3MBTL4 LACTB2 LANCL1 LCN1 LIG3 LIMS1 LIN28A LIN28B LITAF LITAFD LMCD1 LNPEP LTA4H LTN1 LVRN MAP3K1 MARCHF1 MARCHF10 MARCHF11 MARCHF2 MARCHF3 MARCHF4 MARCHF5 MARCHF6 MARCHF7 MARCHF8 MARCHF9 MATR3 MBD1 MBTD1 MDM2 MDM4 MEFV MEP1A MEP1B MIB1 MIB2 MID1 MID2 MME MMP1 MMP10 MMP11 MMP12 MMP13 MMP14 MMP15 MMP16 MMP17 MMP19 MMP2 MMP20 MMP21 MMP23B MMP24 MMP25 MMP26 MMP27 MMP28 MMP3 MMP7 MMP8 MMP9 MNAT1 MORC1 MORC2 MORC3 MORC4 MPI MSRB1 MSRB2 MSRB3 MT1A MT1B MT1E MT1F MT1G MT1H MT1M MT1X MT2A MT3 MTR MYCBP2 MYRIP MYT1 MYT1L NAALADL1 NANOS1 NANOS2 NANOS3 NAPEPLD NBR1 NEIL1 NEIL2 NEIL3 NFX1 NFXL1 NPEPPS NPEPPSP1 NQO2 NR1D1 NR1D2 NR1H2 NR1H3 NR1H4 NR1I2 NR1I3 NR2C1 NR2C2 NR2E1 NR2E3 NR2F1 NR2F2 NR2F6 NR3C1 NR3C2 NR4A1 NR4A2 NR4A3 NR5A1 NR5A2 NR6A1 NSD1 NSMCE2 NT5E NUDT12 NUDT3 OTUD7A OTUD7B P2RX4 PAM PAPPA PAPPA2 PARP1 PDE2A PDXK PDZRN3 PEG10 PEX10 PEX12 PEX2 PGGT1B PGLYRP1 PGLYRP2 PGLYRP3 PGLYRP4 PGR PHC1 PHC2 PHC3 PHEX PHF14 PHF2 PHF5A PHF8 PIAS1 PIAS2 PIAS3 PIAS4 PIKFYVE PITRM1 PLA2G15 PLSCR1 PML PNMA3 POLA1 POLE POLR1H POLR2I POLR2K POLR2L POLR3K PPARA PPARD PPARG PRDM2 PRICKLE1 PRICKLE2 PRICKLE3 PRICKLE4 PRIM1 PRIMPOL PRKCA PRKCB PRKCG PRKN PRM2 PTER PTGR2 PTGR3 PTPN1 QPCT QPCTL RABGEF1 RABGGTA RABGGTB RABIF RAG1 RAG2 RARA RARB RARG RASGRP1 RASSF1 RBAK RBBP6 RBM20 RBM4 RBM4B RBSN RBX1 RC3H1 RCHY1 RGN RIGI RNF11 RNF112 RNF125 RNF139 RNF14 RNF144A RNF144B RNF145 RNF146 RNF151 RNF165 RNF167 RNF19A RNF19B RNF2 RNF207 RNF216 RNF217 RNF24 RNF26 RNF31 RNF4 RNF41 RNF5 RNF7 RNF8 RNPEP RNPEPL1 RORA RORB RORC RPH3A RPS27 RPS29 RTL3 RTL4 RTN4IP1 RXRA RXRB RXRG S100A12 S100A13 S100A5 S100A6 S100A7 S100A8 S100A9 S100B SAMHD1 SAP30L SCAPER SEC23A SEC23B SEC24A SEC24B SEC24C SEC24D SEMG1 SEMG2 SETDB1 SETDB2 SETMAR SF1 SF3A2 SF3A3 SHANK3 SHH SHMT1 SHMT2 SIAH1 SIAH2 SIRT2 SIRT3 SIRT4 SIRT5 SIRT6 SKI SLC30A8 SLC39A4 SLFN13 SLU7 SMAD3 SMPD1 SMPDL3A SMPDL3B SNCA SNRPC SOD1 SORD SPG7 SQSTM1 SREK1IP1 SRSF7 ST18 SUPT4H1 SUV39H1 SUV39H2 TAB2 TAB3 TADA2A TADA2B TARS1 TCEA1 TCEA2 TCEA3 TES TET1 TET2 TET3 THAP1 THAP11 THRA THRB TIMM10 TIMM13 TIMM8A TIMM8B TIMM9 TIMP1 TIMP2 TK1 TLL1 TLL2 TMEM163 TNFAIP3 TNFSF10 TNKS TNP2 TOP3A TP53 TRAF1 TRAF2 TRAF3 TRAF4 TRAF5 TRAF6 TRAF7 TRHDE TRIM10 TRIM11 TRIM13 TRIM14 TRIM15 TRIM16 TRIM17 TRIM2 TRIM21 TRIM22 TRIM23 TRIM24 TRIM26 TRIM27 TRIM28 TRIM29 TRIM3 TRIM31 TRIM32 TRIM33 TRIM34 TRIM35 TRIM36 TRIM37 TRIM38 TRIM39 TRIM4 TRIM40 TRIM41 TRIM42 TRIM43 TRIM43B TRIM44 TRIM45 TRIM46 TRIM47 TRIM48 TRIM49 TRIM49B TRIM49C TRIM49D1 TRIM49D2 TRIM5 TRIM50 TRIM51 TRIM51G TRIM52 TRIM54 TRIM55 TRIM56 TRIM58 TRIM59 TRIM6 TRIM60 TRIM61 TRIM62 TRIM63 TRIM64 TRIM64B TRIM64C TRIM65 TRIM66 TRIM67 TRIM68 TRIM7 TRIM71 TRIM72 TRIM73 TRIM74 TRIM75 TRIM77 TRIM8 TRIM9 TRIML2 TRIP4 TRIT1 TRPS1 TTF2 TUT4 TUT7 UBA5 UBR1 UBR2 UBR3 UBR4 UBR5 UBR7 UHRF1 UPB1 UPF1 USP13 USP16 USP20 USP22 USP3 USP33 USP39 USP44 USP45 USP49 USP5 USP51 UTRN VAT1 VAT1L VDR WBP4 WDFY1 WT1 XAF1 ZACN ZBTB32 ZC3HC1 ZCCHC10 ZCCHC12 ZCCHC13 ZCCHC14 ZCCHC17 ZCCHC2 ZCCHC24 ZCCHC3 ZCCHC4 ZCCHC7 ZCCHC8 ZCCHC9 ZCRB1 ZCWPW1 ZCWPW2 ZDBF2 ZDHHC15 ZDHHC20 ZEB1 ZFAND1 ZFAND2A ZFAND2B ZFAND3 ZFAND4 ZFAND5 ZFAND6 ZFHX2 ZFHX3 ZFHX4 ZFP37 ZFPL1 ZFPM2 ZFR ZFR2 ZFTRAF1 ZFYVE1 ZGLP1 ZGRF1 ZIM2 ZKSCAN5 ZMAT1 ZMAT2 ZMAT3 ZMAT4 ZMAT5 ZMIZ1 ZMIZ2 ZMYM1 ZMYM2 ZMYM3 ZMYM4 ZMYM5 ZMYM6 ZMYND11 ZMYND8 ZNF117 ZNF146 ZNF184 ZNF185 ZNF195 ZNF2 ZNF205 ZNF208 ZNF212 ZNF214 ZNF22 ZNF276 ZNF282 ZNF3 ZNF318 ZNF330 ZNF331 ZNF346 ZNF385A ZNF385B ZNF385C ZNF385D ZNF407 ZNF593 ZNF622 ZNF638 ZNF675 ZNF75D ZNF8 ZNF830 ZNF84 ZNF90 ZNF91 ZNF92 ZNF93 ZNFX1 ZPR1 ZRANB3 ZSWIM1 ZSWIM2 ZSWIM3 ZSWIM4 ZSWIM5 ZSWIM6 ZSWIM7 ZSWIM8 ZZEF1 ZZZ3 GOMF_ZINC_ION_TRANSMEMBRANE_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOMF_ZINC_ION_TRANSMEMBRANE_TRANSPORTER_ACTIVITY SLC30A1 SLC30A10 SLC30A2 SLC30A3 SLC30A4 SLC30A5 SLC30A6 SLC30A7 SLC30A8 SLC30A9 SLC39A1 SLC39A10 SLC39A11 SLC39A12 SLC39A13 SLC39A14 SLC39A2 SLC39A3 SLC39A4 SLC39A5 SLC39A6 SLC39A7 SLC39A8 SLC39A9 HP_11_PAIRS_OF_RIBS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_11_PAIRS_OF_RIBS ALDH1A2 ATP6V1B2 ATR B3GALT6 B3GAT3 B4GAT1 BMP2 CASZ1 CENPJ CEP152 CHST3 CPLANE1 DNMT3A DONSON FLNB GABRD GPX4 HDAC6 HNRNPR HSPG2 KCNAB2 KYNU LBR LUZP1 MMP23B NALCN NFASC NUP88 PDPN PRDM16 PRIM1 PRKCZ RERE RNU4ATAC RPS19 RRAS2 SCUBE3 SKI SNRPB SOX2 SOX9 SPEN SRCAP TBC1D24 TBCK TOR1A UBE4B HP_2_3_FINGER_SYNDACTYLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_2_3_FINGER_SYNDACTYLY CDH3 DSP FANCF FGFR2 GPC3 GPC4 JUP LRP4 PITX1 SMO SOST WDPCP HP_2_3_TOE_CUTANEOUS_SYNDACTYLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_2_3_TOE_CUTANEOUS_SYNDACTYLY ATP9A BCOR CACNA1C CAMTA1 DEAF1 DHCR7 FGF16 GABRA3 IQCE MCTP2 MECP2 NECTIN4 PRKD1 RPL10 SCARF2 SMOC1 TP63 TRRAP HP_2_3_TOE_SYNDACTYLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_2_3_TOE_SYNDACTYLY ADNP ALDH1A2 AP1G1 APC2 ARCN1 BBS7 BCOR BHLHA9 BMP2 BMPR1B CDC45 CEP55 CERT1 CLCF1 CNOT2 CNTNAP1 CSGALNACT1 CTCF DDX11 DDX6 DHCR7 EBP FBXW11 FDFT1 FGFR1 FGFR2 GDF5 GNE H4C9 HEPHL1 HOXD13 IFT172 IFT43 IL11RA JARID2 KCNJ2 KCNJ5 KCTD1 KMT2A KMT2B LMBR1 MAB21L2 MAN1B1 MAPRE2 MED25 MEF2C MEIS2 MYCN MYRF NBN NEDD4L NIPBL NOG NSD1 PDE6D PHIP PIGY POLR3A PSMD12 PUF60 RAD21 RAI1 RALA RBPJ SALL1 SATB1 SETD2 SETD5 SHANK3 SHMT2 SIK3 SLC12A2 SLC12A6 SMAD4 SOX5 STAG1 SYT1 TBCK TBX15 TP63 TRIO TRMT5 TTI2 TXNL4A UBE2A WDPCP ZMIZ1 HP_2_4_FINGER_SYNDACTYLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_2_4_FINGER_SYNDACTYLY CDC45 CDH3 NECTIN4 SALL1 TWIST1 HP_2_HYDROXYGLUTARATE_ACIDURIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_2_HYDROXYGLUTARATE_ACIDURIA D2HGDH IDH1 IDH2 L2HGDH SLC25A1 HP_3_4_FINGER_CUTANEOUS_SYNDACTYLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_3_4_FINGER_CUTANEOUS_SYNDACTYLY CACNA1C GJA1 GLI3 H4C9 KAT6A KCTD1 TP63 HP_3_4_FINGER_SYNDACTYLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_3_4_FINGER_SYNDACTYLY BHLHA9 CDH3 CPLANE1 DSP EFNB1 GLI3 HOXD13 JUP MAB21L2 PORCN SALL1 TMEM53 HP_3_4_TOE_SYNDACTYLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_3_4_TOE_SYNDACTYLY CCNQ CDH3 GJA1 HOXD13 RHOA SALL1 SMO HP_3_METHYLGLUTACONIC_ACIDURIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_3_METHYLGLUTACONIC_ACIDURIA AGK ATAD3A ATP5F1A ATP5F1D ATP5F1E ATP5MK ATPAF1 ATPAF2 AUH CLPB DNAJC19 FDX2 HTRA2 LETM1 MICOS13 MT-ATP6 MT-ATP8 MT-TL1 NGLY1 OPA3 POLG SDHA SERAC1 SUCLG1 TAFAZZIN TIMM50 TMEM70 HP_3_METHYLGLUTARIC_ACIDURIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_3_METHYLGLUTARIC_ACIDURIA DNAJC19 HMGCL HTRA2 OPA3 TIMM50 HP_4_5_FINGER_SYNDACTYLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_4_5_FINGER_SYNDACTYLY DSP GJA1 JUP NEDD4L RTTN HP_4_5_TOE_SYNDACTYLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_4_5_TOE_SYNDACTYLY CCNQ HOXD13 MAP3K20 MYCN NECTIN4 NSDHL NSUN2 RBBP8 SALL1 TBX15 TELO2 TMEM231 HP_ABDOMINAL_AORTIC_ANEURYSM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABDOMINAL_AORTIC_ANEURYSM ACTA2 ELN FBN1 FOXE3 HEY2 HLA-B HLA-DRB1 LOX MAT2A MFAP5 MYH11 MYLK NSMCE2 P4HA2 PRKG1 PTPN22 SMAD2 SMAD3 SMAD4 TGFB2 TGFB3 TGFBR1 TGFBR2 THSD4 HP_ABDOMINAL_COLIC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABDOMINAL_COLIC ABCB4 ALAD APRT DGAT1 SI HP_ABDOMINAL_CRAMPS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABDOMINAL_CRAMPS ASXL1 CBL POLG RUNX1 SRSF2 TET2 TYMP HP_ABDOMINAL_DISTENTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABDOMINAL_DISTENTION ACTG2 AGR2 ALAD ALDOB ALG8 ANK1 ANO1 ARSA ATP1A2 ATP1A3 ATP7B BMPER BRCA1 C2orf69 CACNA1A CLMP COL11A1 COL11A2 COL2A1 COX11 CYP27B1 CYP2R1 DDRGK1 DHCR7 DICER1 DLK1 DLL3 DYM DYNC2H1 DYNC2I1 DYNC2I2 EPB42 EPCAM EPHB4 EWSR1 FBN1 FGFR3 FLI1 FLNA FLNB FOCAD FOXE1 FREM2 FSHR G6PC1 GBA1 GNE GNPTAB GUSB HLA-DQA1 HLA-DQB1 HMBS IDUA IFT122 IFT52 IFT80 IL12A IL12RB1 INPPL1 INSR IPO8 IRAK1 IRF5 ITGA6 ITGB4 KAT6A KIAA0753 KRT18 LBR LIG3 LIPA LMOD1 LRP5 LYSET MEG3 MESP2 MMEL1 MNX1 MPV17 MTOR MYH11 MYL9 MYLK MYO5B NKX2-1 NKX2-5 NKX3-2 NPHS1 PAX8 PERCC1 PI4KA PLEC POLG POLG2 POU2AF1 PRKCSH PSAP PSAT1 PSMB8 PTH1R PYGL RET RRM2B RTL1 SAR1B SAT1 SEC63 SI SLC1A3 SLC26A2 SLC26A3 SLC26A4 SLC2A2 SLC35D1 SLC37A4 SLC4A1 SLC5A1 SLC9A3 SMARCAL1 SMPD1 SPIB SPINT2 SPP1 SPTA1 SPTB STAT4 STX3 TCTN2 TFAM TNFSF15 TNPO3 TREH TRIP11 TRMU TSHR TTC26 TTC7A TXNDC15 TYMP VDR WDR35 WT1 ZEB2 HP_ABDOMINAL_OBESITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABDOMINAL_OBESITY AIP ARL6 ARMC5 ATRX BBS1 BLM BRAF CCDC28B CDH23 CUL4B DYRK1B GNAS HERC2 LIPE MAGEL2 MKRN3 NKAP NPAP1 NR3C1 PDE11A PRKAR1A PWAR1 PWRN1 RNPC3 SIM1 SNORD115-1 SNORD116-1 TP53 USP48 USP8 ZPR1 HP_ABDOMINAL_PAIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABDOMINAL_PAIN ABCA1 ABCB11 ABCB4 ABCC2 ABCD1 ABCG8 ACTG2 ACTN4 ADA2 ALAD ALDH4A1 ALDOB ANK1 ANKFY1 ANLN APC APOL1 APRT ARHGAP24 ARHGDIA ASXL1 ATP7A ATP8B1 ATRX BAZ1B BCL10 BCL11A BCL7B BCOR BIRC3 BMP2 BMP6 BMPR1A BRCA1 BRCA2 BUD23 C4A CALR CARD8 CASK CASR CBL CCND1 CCR1 CD2AP CD46 CD55 CDC73 CDKN1A CDKN1B CDKN2A CDKN2B CDKN2C CEBPE CEL CFH CFI CFTR CLCNKB CLDN16 CLIP2 CLPB COL4A3 COL4A5 COL4A6 COQ8B CORIN CPA1 CPOX CPT2 CRB2 CTLA4 CTNNB1 CTRC DAAM2 DAXX DDIT3 DGAT1 DIS3L2 DLST DMPK DNAJC30 DNASE1L3 DNMT3A ECE1 EDN3 EDNRB EIF4H ELANE ELF4 ELN EMP2 EPAS1 EPB41 EPB42 EPCAM EPOR ERAP1 ERBB2 ERBB3 ESR1 EWSR1 F12 F5 FAN1 FAS FGF13 FH FIP1L1 FKBP6 FLI1 FLT1 FOXP1 FSHR FUS G6PD GAPVD1 GBA1 GCGR GDNF GFI1 GHSR GLA GNA11 GNE GOSR2 GPC3 GPR35 GTF2I GTF2IRD1 GTF2IRD2 GUCY2C GYPC H19 HBB HBG1 HBG2 HELLPAR HEXB HFE HLA-B HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRB1 HMBS HPS1 HS3ST6 IFNGR1 IKZF1 IL10 IL12A IL12A-AS1 IL23R IL6 INF2 IRAK1 IRF2BP2 IRF4 JAK2 KCNN4 KIF1B KIT KLF1 KLRC4 KRAS LACC1 LIG3 LIMK1 LPL LRP5 MAGI2 MALT1 MAX MC2R MCM6 MDH2 MED12 MEFV MEN1 MET METTL27 MIF MITF MLH1 MLH3 MLXIPL MLYCD MMUT MPL MRAP MSH2 MSH6 MST1 MVK MYC MYO1E NABP1 NCF1 NCF4 NF1 NKX2-5 NLRP12 NLRP3 NNT NOD2 NPHS1 NPHS2 NPM1 NR1H4 NRTN NUMA1 NUP107 NUP133 NUP160 NUP205 NUP37 NUP85 NUP93 OPLAH OTC OTULIN P4HA2 PALB2 PALLD PAX2 PIEZO1 PIGA PIGT PIGY PIK3CA PIK3CG PKHD1 PLCE1 PML PMS1 PMS2 PNPT1 POLG POMT1 PORCN POU6F2 PPOX PRKAR1A PRKCSH PRSS1 PRSS2 PRTN3 PTEN PTPN22 PTPN3 PTPRO RABL3 RAD21 RARA RBCK1 REST RET RFC2 RIPK1 RNF168 RPS20 RRM2B RUNX1 SAA1 SAT1 SCARB2 SCN1B SCN5A SDHA SDHAF2 SDHB SDHC SDHD SEC63 SEMA3C SEMA3D SEMA4A SEMA4D SERPING1 SI SLC12A3 SLC25A11 SLC25A26 SLC4A1 SMAD4 SMO SOX10 SPINK1 SPP1 SPTA1 SPTB SPTBN1 SREBF1 SRP19 SRP54 SRSF2 STAR STAT3 STAT4 STAT5B STK11 STOX1 STX1A SYK TBC1D8B TBL1XR1 TBL2 TCF4 TCIRG1 TERT TET2 TGFBR2 TLR4 TMEM127 TMEM270 TNFRSF1A TP53 TREH TRIM28 TRIP13 TRPC6 TRPM4 TSC1 TSC2 TXNRD2 TYMP UBAC2 UNC45A UQCRH VHL VPS37D WT1 ZBTB16 ZNRF3 HP_ABDOMINAL_SITUS_AMBIGUUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABDOMINAL_SITUS_AMBIGUUS CIROP DNAAF5 GDF1 NODAL ODAD4 HP_ABDOMINAL_SITUS_INVERSUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABDOMINAL_SITUS_INVERSUS ACTG2 CCDC32 CFAP52 CFAP53 CFC1 CPLX1 CTBP1 FOXJ1 LETM1 NELFA NODAL NSD2 PIGG PKD1L1 ZIC3 HP_ABDOMINAL_WALL_MUSCLE_WEAKNESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABDOMINAL_WALL_MUSCLE_WEAKNESS ANXA11 CAPN3 CYP27B1 FRG1 GYG1 HNRNPA1 MAP2K2 NF1 PIGQ PTEN SKI SMCHD1 VDR HP_ABDUCENS_PALSY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABDUCENS_PALSY AIP CCDC174 CDH23 MEN1 MYMK NAXE PSAP TBC1D2B TMEM67 TRPV4 WDR26 HP_ABLEPHARON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABLEPHARON PHGDH POLR1A PSAT1 RIPK4 TWIST2 HP_ABNORMALITIES_OF_PLACENTA_OR_UMBILICAL_CORD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITIES_OF_PLACENTA_OR_UMBILICAL_CORD ADGRG6 ATP6V1B2 BCL10 C11orf80 C1QC CACNA1C CCDC22 CD46 CDKN1C CDKN2A CFH CFI CHEK2 CLPB CORIN DDX6 DLK1 DPF2 DPYSL5 F13A1 F13B F7 FANCB FANCF FAT4 FCGR3B FERMT1 FGFR3 FLT1 FOXF1 G6PC3 GATA6 GJA1 GJB2 GLB1 GLE1 GNB2 HELLPAR HMGA2 HNRNPK HOXD13 HSPG2 HYMAI IGF1 IGF2 IL6ST ITGB2 KANK2 KCNQ1 KCNQ1OT1 KHDC3L KIT KRT1 LBR LMNA LORICRIN MCTP2 MDM2 MEG3 MEI1 MKS1 MTHFS MUSK MYD88 MYH7 NLRP7 NRAS PACS1 PAK2 PGAP2 PGAP3 PHGDH PIGL PIGO PIGV PIGW PIGY PLAG1 PLAGL1 POMP POR QRICH1 RAC2 RBCK1 RTL1 SCARF2 SERPINE1 SKIC3 SLC30A9 SMARCAD1 SMARCD2 SPECC1L SPTBN1 STAG1 STK11 STOX1 TAPT1 TBC1D24 THSD1 TLK2 TP53 TP63 TRAF7 TRPV3 TWIST2 VPS35L WASHC5 WNT3 WT1 ZMPSTE24 ZNF699 HP_ABNORMALITY_IRIS_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_IRIS_MORPHOLOGY AAAS ABCB6 ACTA2 ACTB ACTG1 ADAMTS17 ADAMTSL1 ADAMTSL4 ADGRV1 ADNP AHI1 AKT1 ALG2 ALG3 ALX3 ANK1 AP3B1 AP3D1 ARL13B ARL3 ARL6IP6 ARMC9 ARSG ASPH ATOH7 ATP10A ATP6V1A B3GALNT2 B3GLCT B4GAT1 B9D1 B9D2 BAP1 BAZ1B BCL7B BCOR BDNF BEST1 BLOC1S3 BLOC1S5 BLOC1S6 BMP4 BRCA1 BRCA2 BRIP1 BTRC BUD23 C12orf57 C1QTNF5 CASZ1 CBY1 CC2D2A CCDC22 CDH23 CDON CENPF CEP104 CEP120 CEP290 CEP41 CEP78 CHD7 CHN1 CHRDL1 CIB2 CLIP2 CLRN1 COL18A1 COL25A1 COL3A1 COL4A1 COL8A2 COQ2 COX7B CPAMD8 CPLANE1 CPLX1 CRPPA CRYAA CRYBA4 CRYBB1 CRYBB2 CRYGC CRYGD CSPP1 CTBP1 CYP1B1 CYSLTR2 DACT1 DAG1 DCT DDX6 DHCR7 DIS3L2 DISP1 DLL1 DLST DLX5 DLX6 DNAJC30 DPYSL5 DTNBP1 DYRK1A EDC3 EDN3 EDNRB EFEMP1 EIF4H ELN ELP1 ELP4 EPG5 EPS15L1 ERCC4 ERCC6 ERF ESPN FAM111A FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FBN1 FBXW4 FGF3 FGF8 FGFR1 FGFR2 FGFRL1 FH FKBP6 FKRP FKTN FLI1 FLNA FOXC1 FOXE3 FOXH1 FZD4 GABRD GAS1 GATA1 GDF3 GFAP GJA1 GJA8 GLI2 GMPPA GMPPB GNA11 GNAQ GPC3 GPR143 GRHL2 GTF2I GTF2IRD1 GTF2IRD2 GZF1 H19 HARS1 HCCS HERC2 HEY2 HHAT HMGB3 HMX1 HPS1 HPS4 HPS5 HPS6 HRAS HS2ST1 HSPG2 HYLS1 IFT74 IGBP1 IGF1R IMPG1 IMPG2 INPP5E ITPR1 KANSL1 KATNIP KCNAB2 KCTD1 KIAA0586 KIAA0753 KIF1B KIF21A KIFBP KIT KITLG KMT2D KRAS KRT25 KRT71 KRT74 LAMB2 LARGE1 LDHD LETM1 LIMK1 LIPH LMX1B LOX LOXL1 LPAR6 LRMDA LRP2 LRP5 LTBP2 LUZP1 LYST MAB21L2 MAD2L2 MAF MAFB MAGEL2 MAPK1 MAT2A MAX MBTPS2 MC1R MDH2 MED12L METTL27 MFAP5 MIR184 MIR204 MITF MKRN3 MKS1 MLPH MLXIPL MMP14 MMP2 MMP23B MPDZ MPZ MSH6 MT-TS2 MTSS2 MYH11 MYLK MYO5A MYO7A MYOC NAA10 NCF1 NDN NDP NDUFB11 NELFA NF1 NF2 NOD2 NODAL NOTCH2 NOTCH3 NPAP1 NPHP1 NRAS NSD2 OCA2 OCRL OFD1 OVOL2 PAH PALB2 PAX3 PAX6 PCDH15 PCYT1A PDE4D PDE6D PDPN PDZD7 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PHOX2A PHOX2B PIBF1 PIGG PIK3R1 PITX2 PMP22 PNPLA6 POGZ POLR1B POLR1C POLR1D POMGNT1 POMGNT2 POMK POMT1 POMT2 PORCN POU6F2 PRDM16 PRKAR1A PRKCZ PRKG1 PRPH2 PRR12 PTCH1 PTCH2 PTEN PUF60 PWAR1 PWRN1 PXDN RAB27A RAD51 RAD51C RB1 RBP4 RERE REST RET RFC2 RFWD3 RHOA RLIM ROBO1 ROR1 RPGRIP1 RPGRIP1L RSPO2 RXYLT1 SALL1 SALL2 SALL4 SDHA SDHAF2 SDHB SDHC SDHD SEM1 SEMA3E SF3B1 SH3TC2 SHH SIN3A SIX3 SIX6 SKI SLC24A5 SLC25A11 SLC45A2 SLX4 SMAD2 SMAD3 SMAD4 SMCHD1 SMO SNAI2 SNORD115-1 SNORD116-1 SNRPN SOS1 SOX10 SOX2 SPEN SPRED1 SPTBN1 SRD5A3 STIM1 STX1A SUFU TBL2 TBR1 TBX2 TBX22 TCEAL1 TCOF1 TCTN1 TCTN2 TCTN3 TDGF1 TENM3 TFAP2A TGFB2 TGFB3 TGFBR1 TGFBR2 TGIF1 THSD4 TINF2 TMEM107 TMEM127 TMEM138 TMEM216 TMEM218 TMEM231 TMEM237 TMEM270 TMEM67 TOGARAM1 TONSL TP63 TRAPPC11 TRIM28 TRIM37 TRIM44 TRIP13 TRPM3 TUBA1A TUBB2B TUBB3 TXNDC15 TYR TYRP1 UBE2T UBE3A UBE4B USH1C USH1G USH2A VHL VPS13B VPS35L VPS37D VSX1 VSX2 WASHC5 WDR45 WDR73 WHRN WNT10B WNT3 WT1 XRCC2 XYLT2 YAP1 ZEB1 ZEB2 ZIC2 ZNF423 HP_ABNORMALITY_OF_ABDOMINAL_SITUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_ABDOMINAL_SITUS ACTG2 CCDC32 CFAP52 CFAP53 CFC1 CIROP CPLX1 CTBP1 DNAAF5 FOXJ1 GDF1 LETM1 NELFA NODAL NSD2 ODAD4 PIGG PKD1L1 ZIC3 HP_ABNORMALITY_OF_ACID_BASE_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_ACID_BASE_HOMEOSTASIS AARS2 ABCC8 ABCD4 ACAD9 ACADM ACADS ACADVL ACAT1 ACAT2 ACSF3 ADAMTS13 AGK AGXT AIFM1 AIP ALDH6A1 ALDH7A1 ALDOB AMPD1 AMPD2 AMPD3 APPL1 APRT ASL ASS1 ATAD3A ATP5F1A ATP5F1D ATP5F1E ATP5MK ATP6V0A4 ATP6V1B1 ATPAF1 ATPAF2 AUH BCKDHA BCKDHB BCS1L BLK BOLA3 BSND BTD C1QBP CA2 CA5A CACNA1D CACNA1S CAD CAMKMT CARS2 CD320 CDK5 CEL CHCHD10 CIDEC CLCN2 CLCNKA CLCNKB CLDN16 CLMP CLPB COA6 COA8 COQ2 COQ4 COQ8A COQ9 COX10 COX11 COX14 COX15 COX16 COX20 COX4I1 COX5A COX6A2 COX6B1 COX8A CPS1 CPT1A CPT2 CRAT CTNS CUL3 CYC1 CYP11A1 CYP17A1 CYP27A1 DARS2 DBT DEF6 DGUOK DLAT DLD DNAJC19 DNM1L DPYS DTYMK EARS2 ECHS1 EHHADH EIF2AK3 ELAC2 EPG5 ERCC6 ETFA ETFB ETFDH ETHE1 FAH FARS2 FASTKD2 FBP1 FBXL4 FDX2 FH FOCAD FOXRED1 G6PC1 GALT GATA3 GATB GATC GATM GCDH GCK GFER GFM1 GFM2 GK GLRX5 GLYCTK GOT2 GSS GTPBP3 GYS2 HADH HADHA HADHB HCFC1 HIBCH HLA-B HLCS HMGCL HNF1A HNF1B HNF4A HPD HPDL HS6ST2 HSD11B2 HSD17B10 HSPD1 HTRA2 HYMAI IBA57 IDH2 IKZF1 IL6 INS INSR INVS ISCA1 ISCU ITGA3 ITPR3 IVD JAG1 KARS1 KCNJ1 KCNJ10 KCNJ11 KCNJ16 KCNJ5 KLF11 KLHL3 KYNU L2HGDH LARS1 LARS2 LCT LDHA LETM1 LIAS LIG3 LIPT1 LIPT2 LMBRD1 LONP1 LRPPRC LYRM4 LYRM7 MARS1 MCCC1 MCCC2 MCEE MDH2 MECP2 MICOS13 MIPEP MLYCD MMAA MMAB MMACHC MMADHC MMUT MPC1 MPV17 MRM2 MRPL12 MRPL3 MRPL44 MRPS14 MRPS16 MRPS2 MRPS22 MRPS28 MRPS34 MRPS7 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TC MT-TE MT-TF MT-TH MT-TI MT-TK MT-TL1 MT-TL2 MT-TN MT-TP MT-TQ MT-TS1 MT-TS2 MT-TT MT-TV MT-TW MTFMT MTO1 MTR MTRFR MTRR MYO5B NADK2 NARS2 NAXD NAXE NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA4 NDUFA6 NDUFA8 NDUFA9 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF6 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB7 NDUFB8 NDUFB9 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NEUROD1 NEUROG3 NFS1 NFU1 NGLY1 NOTCH2 NR3C1 NR3C2 NSUN3 NUBPL OCRL OGDH OTC OXCT1 PAH PAX2 PAX4 PBX1 PC PCCA PCCB PCK1 PDHA1 PDHB PDHX PDP1 PDSS1 PDSS2 PDX1 PET100 PET117 PHKA2 PHKB PHKG2 PIGA PITRM1 PLAGL1 PLPBP PLVAP PMPCA PMPCB PNPLA8 PNPO PNPT1 POLG POLG2 POLRMT PPA2 PPCS PPM1B PRDX1 PREPL PRORP PRSS12 PTPN22 PUS1 PYGL QRSL1 RARS1 RARS2 RBCK1 RMND1 RNASEH1 RRAGD RRM2B RYR1 SARS2 SCNN1A SCNN1B SCNN1G SCO1 SCO2 SDHA SDHB SDHD SERAC1 SFXN4 SHOX SLC12A1 SLC12A3 SLC16A1 SLC25A10 SLC25A12 SLC25A13 SLC25A15 SLC25A19 SLC25A26 SLC25A3 SLC25A4 SLC25A42 SLC26A3 SLC2A2 SLC31A1 SLC34A1 SLC37A4 SLC3A1 SLC4A1 SLC4A4 SLC52A1 SLC5A1 SLC7A7 SOD1 SQOR STAT2 STX3 SUCLA2 SUCLG1 SUGCT SUOX SURF1 SYNJ1 TAFAZZIN TANGO2 TAOK1 TARS2 TIMM22 TIMM50 TIMMDC1 TK2 TKFC TMEM126B TMEM70 TPK1 TRMT10C TRMT5 TRMU TRNT1 TSFM TTC26 TUFM TWNK TXN2 TYMP UPB1 UQCC2 UQCC3 UQCRB UQCRC2 UQCRFS1 UQCRH UQCRQ USP18 USP8 VARS2 VIPAS39 VPS33B WARS2 WNK1 WNK4 YARS1 YARS2 YME1L1 ZFP57 HP_ABNORMALITY_OF_ADRENAL_PHYSIOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_ADRENAL_PHYSIOLOGY AAAS ABCD1 AIP AIRE AKT1 ARMC5 ATRX BAP1 BCOR BRAF BSND CACNA1D CACNA1H CBX2 CDH23 CDKN1A CDKN1B CDKN2A CDKN2B CDKN2C CLCN2 CLCNKA CLCNKB CTNNB1 CUL3 CYP11A1 CYP11B1 CYP11B2 CYP17A1 DHX37 DMRT3 GATA4 GATB GATC GK GLI3 GMPPA GNAS HBB HERC2 HSD11B2 HSD17B4 HSD3B2 HTR1A IARS2 INSR KANSL1 KCNJ1 KCNJ10 KCNJ11 KCNJ16 KCNJ2 KCNJ5 KLHL3 LHX4 LIPA MAGEL2 MAP3K1 MC2R MCM4 MEN1 MKRN3 MRAP MRPS25 MRPS7 NDN NDUFAF5 NF2 NFKB2 NFS1 NNT NPAP1 NR0B1 NR3C1 NR3C2 NR5A1 OCA2 OCRL PCSK1 PDE11A PDE8B PDGFB PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PIK3CA POMC POR PRKACA PRKAR1A PROP1 PWAR1 PWRN1 QRSL1 RBM28 RET ROBO1 SAA1 SAMD9 SCNN1A SCNN1B SCNN1G SERPINA6 SGPL1 SLC12A1 SLC12A3 SLC26A3 SMARCB1 SMARCE1 SMO SNORD115-1 SNORD116-1 SNRPN SOX9 SRY STAR STEAP3 SUFU TBCK TBX19 TCTN3 TERT TP53 TRAF7 TRAPPC11 TXNRD2 USP48 USP8 VAMP7 WNK1 WNK4 WT1 WWOX ZFPM2 ZNRF3 HP_ABNORMALITY_OF_ALKALINE_PHOSPHATASE_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_ALKALINE_PHOSPHATASE_LEVEL ABCB11 ABCB4 ABCC6 ABL1 ACVR1 AKR1D1 ALPL ASXL1 ATP8B1 BCR BCS1L BGN C18orf32 CBL CCDC115 CCDC47 CEBPE CHEK2 CLCN7 COG4 COG6 CSF3R CTNS CYP27B1 CYP2R1 CYP3A4 CYP7B1 DCDC2 DMP1 ELMO2 ENPP1 ESR1 FAM20C FGF23 FKBP10 GATM GPAA1 GPR35 HNF1B HNF4A HNRNPA1 HNRNPA2B1 IARS1 IL12A IL12RB1 IRF5 KIF12 LBR LIPA LRRK1 MMEL1 MST1 NPR2 NPR3 NR1H4 PEX2 PGAP2 PGAP3 PHEX PIGA PIGB PIGC PIGF PIGG PIGH PIGK PIGL PIGO PIGQ PIGS PIGT PIGU PIGV PIGW PIGY PKD2 PKHD1 PLEKHM1 POU2AF1 PRIM1 PRKCSH PTH1R RB1 RUNX1 SC5D SEMA4D SGMS2 SH3BP2 SIK3 SLC25A13 SLC2A2 SLC34A1 SLC34A3 SLC37A4 SLC39A4 SLC4A2 SLC51A SOST SPIB SQSTM1 SRSF2 TCF4 TCIRG1 TET2 TFAM TMEM199 TMEM67 TNFRSF11A TNFRSF11B TNFSF15 TNPO3 TP53 TREX1 TRPV6 TTC26 USP53 VCP VDR ZNF687 HP_ABNORMALITY_OF_AMINO_ACID_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_AMINO_ACID_METABOLISM AGA CBS ERCC2 ERCC3 ERCC4 ERCC5 SLC30A10 TAT HP_ABNORMALITY_OF_BINOCULAR_VISION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_BINOCULAR_VISION ADPRS AGRN AIP AK9 ANO10 ATP1A2 ATXN3 CACNA1A CACNA1G CDH23 CHAT CHRNA1 CHRNB1 CHRND CHRNE COL13A1 DARS2 DKK1 DNAJC13 DNAJC6 DOK7 EIF4G1 ERCC2 ERCC3 ERCC4 ERCC5 FGF14 GBA1 GIGYF2 GRK1 HLA-B HLA-DQB1 HLA-DRB1 HTRA2 KCNA1 KCND3 LRP4 LRRK2 MAPT MEN1 MGME1 MT-TL1 MT-TL2 MT-TN MT-TS1 MUSK MYO5A MYO9A NAB2 NF2 NFKB2 NOP56 NPTX1 P4HA2 PARK7 PDCD1 PINK1 PODXL POLG PRKN PRNP PRRT2 PTPN22 PUM1 RAPSN RILPL1 SAG SAMD9L SCN1A SCN4A SDHA SERPINI1 SLC18A3 SLC1A3 SLC25A1 SLC2A1 SLC5A7 SNAP25 SNCA SPTBN2 STAT6 SYNJ1 SYT2 TGFB1 TMEM240 TOP3A TPP1 TTC19 TTR TYMP UCHL1 VAMP1 VPS13C VPS35 HP_ABNORMALITY_OF_BLADDER_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_BLADDER_MORPHOLOGY ACTG2 ALDH18A1 ALG9 AQP2 ATP7A AVPR2 BAZ1B BCL7B BUD23 CC2D2A CCNQ CDH11 CLIP2 COL1A1 COL1A2 COL3A1 COL5A1 COL5A2 DNAJC30 EFEMP2 EIF4H ELN FBLN5 FKBP14 FKBP6 FOXF1 FREM2 G6PC3 GRIP1 GTF2I GTF2IRD1 GTF2IRD2 ISL1 ITGA6 ITGB4 KRAS LAMA3 LAMB3 LAMC2 LIMK1 LMOD1 LRIG2 LTBP1 LTBP4 MBTPS2 MED12 METTL27 MKKS MKS1 MLXIPL MYH11 MYL9 MYLK MYOCD MYRF NCF1 NDUFB8 NKX2-1 PAH PIGN PLEC PLOD1 POR RAC2 RFC2 ROBO1 SALL4 SLC35A2 SMAD3 STK11 STX1A TBL2 TMEM270 TP63 UPB1 VPS37D WNT4 HP_ABNORMALITY_OF_BLOOD_AND_BLOOD_FORMING_TISSUES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_BLOOD_AND_BLOOD_FORMING_TISSUES AAGAB AARS1 AASS ABCA1 ABCB6 ABCB7 ABCC2 ABCC6 ABCC8 ABCC9 ABCD3 ABCD4 ABCG8 ABHD5 ABL1 ACAD8 ACAD9 ACAT1 ACD ACP5 ACSL4 ACTA1 ACTA2 ACTC1 ACTN1 ACTN2 ACTN4 ACVR1 ACVRL1 ADA ADA2 ADAM17 ADAMTS13 ADAMTS2 ADAMTS3 ADAMTSL2 ADAR ADH5 ADK AEBP1 AGA AGGF1 AGK AGR2 AGXT AHCY AICDA AIP AK1 AK2 AKR1D1 AKT1 ALAD ALAS2 ALB ALDOA ALDOB ALG1 ALG12 ALG13 ALG2 ALG3 ALG6 ALG8 ALPK1 ALPL ALX4 AMACR AMMECR1 AMN ANAPC1 ANGPTL6 ANK1 ANKRD1 ANKRD11 ANKRD26 ANKRD55 ANO6 AP1S3 AP3B1 AP3D1 APC APC2 APOB APOE APP APPL1 ARF1 ARFGEF2 ARHGAP26 ARHGAP31 ARHGEF1 ARL6IP6 ARMC5 ARPC1B ARVCF ASAH1 ASXL1 ATM ATOH7 ATP11A ATP11C ATP5F1A ATP6AP1 ATP6AP2 ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 ATP7A ATP7B ATP8B1 ATPAF2 ATR ATRX B2M B3GALT6 B4GALT1 BACH2 BAG3 BAG5 BANK1 BAP1 BAX BCL10 BCL11A BCL11B BCL2 BCL6 BCOR BCR BEST1 BGN BICD2 BIRC3 BLK BLM BLNK BLOC1S3 BLOC1S5 BLOC1S6 BMPR1A BMPR2 BMS1 BPGM BRAF BRCA1 BRCA2 BRCC3 BRD4 BRIP1 BSCL2 BTK BTNL2 BUB1 BUB1B BUB3 C1GALT1C1 C1QB C1R C1S C2 C2orf69 C3 C4A C4B CA2 CACNA1D CACNA1S CAD CALR CAMK2B CAP2 CAPN3 CAPN5 CARD10 CARD11 CARD9 CARMIL2 CARS1 CASK CASP10 CASP8 CASR CAT CAVIN1 CBL CBLIF CBS CCBE1 CCM2 CCND1 CCR1 CD109 CD19 CD247 CD27 CD28 CD36 CD3D CD3E CD3G CD4 CD40 CD40LG CD46 CD55 CD59 CD70 CD79A CD79B CD81 CD8A CDAN1 CDC40 CDC42 CDC42BPB CDCA7 CDH23 CDIN1 CDKN1A CDKN1B CDKN2A CDKN2B CDKN2C CDSN CEBPA CEBPE CEL CELA2A CEP57 CFB CFH CFHR1 CFHR3 CFI CFTR CHD7 CHEK2 CHIC2 CHST14 CIITA CISD2 CITED2 CLCN2 CLCN7 CLCNKB CLN3 CLN5 CLPB CLPX CNBP COA8 COG1 COG2 COG4 COG6 COG8 COL14A1 COL17A1 COL1A1 COL1A2 COL2A1 COL3A1 COL4A1 COL4A2 COL4A5 COL5A1 COL5A2 COL7A1 COMT COPA COQ2 CORIN CORO1A COX10 COX16 COX4I2 CP CPA1 CPOX CPT2 CR2 CREB3L1 CREBBP CRIPT CRYAB CSF3R CSNK2A1 CSRP3 CST3 CTC1 CTCF CTLA4 CTNNB1 CTNNBL1 CTPS1 CTRC CUBN CXCR2 CXCR4 CYB561 CYB5A CYB5R3 CYBA CYBB CYBC1 CYCS CYP11B1 CYP11B2 CYP26C1 CYP2A6 CYP2C9 CYP4F22 CYP7B1 CYSLTR2 DAXX DBH DCDC2 DCLRE1B DCLRE1C DDOST DDX41 DEF6 DES DGCR2 DGCR6 DGCR8 DGKE DGUOK DHFR DHPS DIAPH1 DKC1 DLD DLL4 DLST DMD DMXL2 DNAJC19 DNAJC21 DNAJC3 DNASE1 DNASE1L3 DNASE2 DNM1L DNM2 DNMT3A DNMT3B DOCK2 DOCK6 DOCK8 DOLK DPAGT1 DPM1 DPM2 DPP9 DSE DSG1 DSG2 DSP DST DTNBP1 DUT DYNC2LI1 DZIP1L EDNRB EFEMP1 EFL1 EGFR EGLN1 EIF2AK3 EIF2AK4 ELANE ELF4 ELMO2 ELN EMILIN1 ENG ENPP1 EOGT EP300 EPAS1 EPB41 EPB42 EPCAM EPG5 EPHB2 EPHB4 EPO EPOR EPX ERAP1 ERBB3 ERCC2 ERCC3 ERCC4 ERCC6 ERCC6L2 ERCC8 ERMARD ESCO2 ESS2 ETHE1 ETS1 ETV6 EVC EVC2 EWSR1 EXT2 EXTL3 F10 F11 F12 F13A1 F13B F2 F5 F7 F8 F9 FADD FAH FAM111A FAN1 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FARS2 FARSA FARSB FAS FASLG FAT4 FBN1 FBXL4 FBXW7 FCGR2A FCGR2B FCGR2C FCGR3A FCGR3B FCHO1 FDX2 FECH FERMT1 FERMT3 FGA FGB FGF23 FGFR2 FGG FH FHL2 FIBP FIG4 FIP1L1 FKBP10 FKBP14 FKTN FLI1 FLNA FLNC FLT1 FLT3 FMO3 FN1 FNIP1 FOCAD FOXE3 FOXN1 FOXP1 FOXP2 FOXP3 FTCD FTH1 FUCA1 FUT8 FYB1 FZD4 G6PC1 G6PC3 G6PD GAA GALC GALNT2 GALT GATA1 GATA2 GATA3 GATA4 GATA5 GATA6 GATAD1 GATB GATC GBA1 GCDH GCK GCLC GDF2 GFI1 GFI1B GGCX GIMAP5 GINS1 GJA5 GLA GLB1 GLI1 GLRX5 GNA11 GNA14 GNAQ GNAS GNB1 GNB2 GNE GP1BA GP1BB GP6 GP9 GPC3 GPC4 GPI GPR35 GPX1 GREM1 GSN GSR GSS GTF2E2 GTF2H5 GUCY1A1 GYPC H4C9 HABP2 HADH HADHB HAMP HAND2 HAVCR2 HAX1 HBA1 HBA2 HBB HBD HBG1 HBG2 HCK HEATR3 HELLPAR HELLS HEY2 HIRA HK1 HLA-B HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRB1 HLCS HMCN1 HMGCL HMOX1 HNF1A HNF4A HOXA11 HPGD HPRT1 HPS1 HPS3 HPS4 HPS5 HPS6 HRG HSCB HSD17B10 HSD3B7 HSPA9 HTRA2 HYOU1 ICOS IDH1 IDH2 IFIH1 IFNG IFNGR1 IFT140 IGHG1 IGHG2 IGHM IGKC IGLL1 IKBKB IKBKG IKZF1 IKZF3 IKZF5 IL10 IL10RA IL12A IL12A-AS1 IL12B IL12RB1 IL17RA IL18BP IL1RN IL21 IL21R IL23R IL2RA IL2RB IL2RG IL36RN IL37 IL4R IL6R IL6ST IL7 IL7R INS IPO8 IRAK1 IRAK4 IREB2 IRF2BP2 IRF4 IRF5 IRF8 IRX5 ISCU ITCH ITGA2 ITGA2B ITGAM ITGB2 ITGB3 ITGB4 ITK IVD IVNS1ABP JAGN1 JAK1 JAK2 JAK3 JAM2 JAZF1 JMJD1C JPH2 KANSL1 KARS1 KCNA5 KCNE1 KCNE2 KCNE5 KCNJ1 KCNJ11 KCNJ2 KCNJ3 KCNJ5 KCNK3 KCNN4 KCNQ1 KDM6A KHK KIAA0319L KIF11 KIF15 KIF1B KIF20A KIF23 KIT KLF1 KLF11 KLHDC8B KLKB1 KLRC4 KMT2D KNG1 KNSTRN KRAS KRIT1 KRT1 KRT14 KRT5 KRT74 KRT9 LACC1 LAMA3 LAMA4 LAMB2 LAMB3 LAMC2 LAMTOR2 LARS1 LARS2 LAT LBR LCAT LCK LCP2 LDB3 LEP LEPR LIG1 LIG3 LIG4 LIPA LMAN1 LMBRD1 LMNA LMNB2 LMOD2 LMX1B LOX LPIN1 LPIN2 LPP LRBA LRP5 LRPPRC LRRC8A LSM11 LYRM7 LYST LZTR1 MAD2L2 MADD MAGT1 MALT1 MAN2B1 MAP1B MAP2K1 MAP2K2 MAPK1 MARS1 MARS2 MAT2A MAX MBD4 MCFD2 MCM10 MCM4 MDH2 MDM2 MDM4 MECOM MECP2 MED12 MEFV MEN1 MET MFAP5 MGAT2 MICOS13 MICU1 MLH1 MLH3 MLLT10 MLX MMAA MMAB MMACHC MMADHC MMEL1 MMP1 MMUT MOGS MPDU1 MPI MPIG6B MPL MPLKIP MPO MRAS MRPS7 MRTFA MS4A1 MS4A2 MSH2 MSH6 MSN MST1 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TN MT-TQ MT-TS1 MT-TS2 MT-TW MTAP MTHFD1 MTHFR MTOR MTR MTRR MTTP MTX2 MUC1 MUC5B MVK MYBPC3 MYC MYD88 MYH11 MYH6 MYH7 MYH9 MYL4 MYLK MYORG MYPN MYRF MYSM1 NAA10 NABP1 NAE1 NAF1 NAGA NAGS NARS2 NAXD NBAS NBEAL2 NBN NCAPG2 NCF1 NCF2 NCF4 NCKAP1L NDE1 NDP NDUFA6 NDUFB7 NEDD4L NEU1 NEUROD1 NEXN NF1 NF2 NFATC2 NFE2L2 NFIA NFIX NFKB1 NFKB2 NFKBIA NFS1 NGLY1 NHEJ1 NHLRC2 NHP2 NIPBL NKX2-5 NKX2-6 NLRC4 NLRP1 NLRP12 NLRP3 NOD2 NOP10 NOS3 NOTCH1 NOTCH3 NPC1 NPC2 NPHP1 NPHP4 NPM1 NPPA NR1H4 NR3C1 NRAS NSD1 NSMCE2 NSMCE3 NSUN2 NT5C3A NTHL1 NTRK1 NUMA1 NUP155 NUP214 NUTM1 OAS1 OBSCN OCLN OCRL OPA1 ORAI1 OSTM1 OTC OTUD5 OTULIN P2RY12 P4HA2 PACS2 PALB2 PANK2 PARN PAX2 PAX4 PBX1 PCCA PCCB PCNT PDCD1 PDCD10 PDE11A PDGFB PDGFRA PDGFRB PDX1 PEPD PET100 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PFKM PGK1 PGM1 PGM3 PHF21A PHGDH PHKA2 PHKB PHKG2 PI4KA PICALM PIEZO1 PIGA PIGL PIGM PIGT PIK3CA PIK3CD PIK3CG PIK3R1 PITX2 PKHD1 PKLR PLA2G4A PLA2G7 PLAU PLCG2 PLEC PLEKHM1 PLG PLN PLOD1 PLOD3 PLVAP PML PMM2 PMS1 PMS2 PNP PNPLA2 PNPO POLE POLG POLRMT POMP POT1 POU2AF1 PPCS PPIL1 PPOX PPT1 PRDM16 PRDM5 PRDX1 PRF1 PRIM1 PRKACA PRKACB PRKACG PRKAR1A PRKCD PRKCSH PRKDC PRKG1 PRLR PROC PRORP PROS1 PRPS1 PRSS1 PRSS2 PRTN3 PSAP PSEN1 PSEN2 PSMB4 PSMB8 PSMB9 PSMC1 PSMG2 PSTPIP1 PTEN PTF1A PTH1R PTPN11 PTPN2 PTPN22 PTPRC PUF60 PUS1 PXK PYCR1 QRSL1 RAB27A RAC2 RACGAP1 RAD50 RAD51 RAD51C RAD54B RAD54L RAF1 RAG1 RAG2 RANBP2 RARA RASA1 RASA2 RASGRP1 RASGRP2 RB1 RBCK1 RBM10 RBM20 RBM8A RBPJ RECQL RECQL4 REL RELB REN RET RFT1 RFWD3 RFX5 RFXANK RFXAP RHAG RHBDF2 RHCE RHD RHOH RIN2 RINT1 RIPK1 RIT1 RMRP RNASEH2A RNASEH2B RNASEH2C RNF113A RNF168 RNF43 RNU4ATAC RNU7-1 RPA1 RPGRIP1L RPL11 RPL13 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL3L RPL5 RPL8 RPL9 RPS10 RPS14 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RPSA RRAS RRAS2 RREB1 RRM2B RS1 RTEL1 RUNX1 RYR1 SAA1 SALL4 SAMD9 SAMD9L SAMHD1 SAR1B SARS2 SASH3 SAT1 SBDS SC5D SCARB2 SCN10A SCN11A SCN1B SCN2B SCN3B SCN4B SCN5A SCN9A SDHA SDHAF2 SDHB SDHC SDHD SEC23B SEC24C SEC61A1 SEC63 SEMA4A SEMA4D SERAC1 SERPINA6 SERPINC1 SERPIND1 SERPINE1 SERPINF2 SETBP1 SETD2 SETX SF3B1 SFTPA2 SFTPC SFXN4 SGCD SGCG SGPL1 SH2B3 SH2D1A SH3GL1 SH3KBP1 SHOC2 SHPK SIK3 SIN3A SKIC2 SKIC3 SLC11A2 SLC12A3 SLC17A5 SLC19A1 SLC19A2 SLC20A2 SLC25A10 SLC25A11 SLC25A13 SLC25A15 SLC25A21 SLC25A38 SLC27A4 SLC29A3 SLC2A1 SLC2A10 SLC30A10 SLC35A1 SLC35C1 SLC37A4 SLC39A13 SLC39A4 SLC39A7 SLC40A1 SLC46A1 SLC4A1 SLC4A2 SLC4A4 SLC51A SLC5A2 SLC5A6 SLC7A7 SLCO2A1 SLF2 SLFN14 SLX4 SMAD2 SMAD3 SMAD4 SMARCAL1 SMARCB1 SMARCD2 SMARCE1 SMC5 SMO SMPD1 SNORD118 SNX10 SOCS1 SON SOS1 SOS2 SP110 SPARC SPATA5 SPI1 SPIB SPINK1 SPINK5 SPP1 SPPL2A SPRED1 SPRED2 SPTA1 SPTB SRC SRD5A3 SREBF1 SRP19 SRP54 SRP72 SRSF2 SSR4 STAT1 STAT2 STAT3 STAT4 STAT5B STEAP3 STIM1 STING1 STK11 STK4 STN1 STOX1 STS STT3A STT3B STX11 STXBP1 STXBP2 SUCLA2 SUFU SURF1 SYK TAF1A TAFAZZIN TAL1 TAL2 TALDO1 TAOK1 TARS1 TBC1D24 TBCE TBK1 TBL1XR1 TBX1 TBX2 TBX21 TBXA2R TBXAS1 TCAP TCF3 TCF4 TCIRG1 TCN2 TDP2 TEK TERC TERT TET2 TF TFR2 TFRC TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 THBD THPO THRA THSD1 THSD4 TICAM1 TIMM8A TINF2 TKFC TLL1 TLR3 TLR4 TLR7 TLR8 TMEM127 TMEM147 TMEM165 TMEM237 TMEM67 TMPO TMPRSS6 TMTC3 TNFAIP3 TNFRSF11A TNFRSF13B TNFRSF13C TNFRSF1A TNFRSF1B TNFRSF4 TNFRSF9 TNFSF11 TNFSF12 TNFSF15 TNFSF4 TNIP1 TNNC1 TNNI3 TNNT2 TNPO3 TNXB TOM1 TONSL TOR1A TP53 TP63 TPI1 TPM1 TPMT TPP2 TRAC TRAF3 TRAF7 TREM2 TREX1 TRIP13 TRMT5 TRMU TRNT1 TSC1 TSC2 TSPAN12 TSR2 TTC7A TTI2 TTN TTR TUBA8 TUBB1 TXNRD2 TYK2 TYMP TYMS TYROBP UBA1 UBA2 UBAC2 UBE2A UBE2L3 UBE2T UBR1 UFD1 UMPS UNC119 UNC13D UNC45A UNC93B1 UNG UQCRFS1 UROD UROS USB1 USP18 USP48 USP8 VCL VEZF1 VHL VKORC1 VPS13A VPS13B VPS33A VPS33B VPS45 VWF WARS2 WAS WDR1 WDR19 WFS1 WIPF1 WRAP53 WRN WT1 XIAP XK XPR1 XRCC2 XRCC4 XYLT1 XYLT2 YARS1 YARS2 YIPF5 ZAP70 ZBTB16 ZBTB20 ZBTB24 ZBTB7A ZCCHC8 ZEB2 ZMPSTE24 ZNF341 ZNF408 ZNF469 ZNF699 ZNFX1 ZPR1 HP_ABNORMALITY_OF_BLOOD_CIRCULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_BLOOD_CIRCULATION ABCC6 ABCC8 ACAD9 ACTA1 ACTA2 ACTC1 ACVRL1 ADA2 AGGF1 AKT1 ALDOB ALPL AMACR ANGPTL6 APC APOE APP AQP2 ARHGAP31 ARPC1B ARVCF ASXL1 ATOH7 ATP6V0A2 ATP6V1A ATP6V1E1 ATP7A ATRX AVPR2 BAP1 BCOR BEST1 BICD2 BMPR1A BRCC3 C4A CACNA1D CALR CAPN5 CASP10 CBL CBS CCM2 CCR1 CD109 CD46 CDKN1A CDKN1B CDKN2B CDKN2C CFH CFHR1 CFHR3 CFI CISD2 CITED2 CLCN2 COL3A1 COL4A1 COL4A2 COMT COPA CPT2 CST3 CTC1 CTCF CTLA4 CTNNB1 CTNS CYP11A1 CYP11B1 CYP11B2 CYP26C1 CYP7B1 CYSLTR2 DAXX DHPS DLL4 DLST DNM2 DNMT3A DOCK6 DOCK8 DPAGT1 DST DZIP1L EFEMP1 EIF2AK4 ELN ENG ENPP1 EOGT EPAS1 EPCAM EPOR ERAP1 ERCC6 ERCC8 EXT2 F10 F11 F13A1 F13B F2 F5 F7 F8 F9 FAH FAN1 FAS FBN1 FCGR2C FGA FGB FGG FH FIP1L1 FLNA FN1 FOXE3 FOXF1 FSHR FZD4 GAA GATA2 GATA4 GATA6 GBA1 GCDH GCK GDF2 GFI1B GGCX GNA11 GNAQ GP1BA GP1BB GP9 GREM1 HADHB HELLPAR HEY2 HIRA HLA-B HLA-DPA1 HLA-DPB1 HMCN1 HMOX1 HPGD HPS1 HSD3B7 IFIH1 IFNG IFNGR1 IKBKG IKZF1 IL10 IL10RA IL12A IL12A-AS1 IL23R INS IPO8 IRF2BP2 IRF4 ITGA2 ITGA2B ITGB3 IVD JAK2 JMJD1C KANSL1 KCNJ11 KCNJ5 KIF1B KIF23 KIT KLRC4 KRAS KRIT1 LAMB2 LBR LMAN1 LMBRD1 LMNA LMOD2 LOX LRP5 MARS2 MAT2A MAX MCFD2 MDH2 MED12 MEFV MEN1 MFAP5 MLH1 MLH3 MMACHC MMUT MPI MPL MSH2 MSH6 MVK MYC MYD88 MYH11 MYH6 MYLK MYO5B NABP1 NDE1 NDP NF1 NF2 NFIA NKX2-5 NLRC4 NOTCH1 NOTCH3 NPM1 NUMA1 PCCA PCCB PDCD10 PDGFB PDGFRA PDX1 PET100 PIK3CA PKHD1 PLAU PLOD1 PLVAP PML PMM2 PMS1 PMS2 POT1 PRF1 PRKAR1A PRKCSH PRKG1 PROC PROS1 PRTN3 PTEN PTPN22 PUF60 RACGAP1 RANBP2 RARA RASA1 RB1 RBCK1 RBM10 RBPJ RET RHBDF2 RNF168 RPS20 RREB1 RS1 RUNX1 SAMD9 SBDS SDHA SDHAF2 SDHB SDHC SDHD SEC24C SEC63 SEMA4A SERPINE1 SERPINF2 SF3B1 SH2B3 SIN3A SLC25A11 SLC25A13 SLC35A1 SLC7A7 SLCO2A1 SMAD2 SMAD3 SMAD4 SMARCB1 SMARCE1 SMC5 SMO SNORD118 SP110 SPARC SREBF1 SRSF2 STAT2 STAT3 STAT4 STAT5B STIM1 STK11 STN1 STT3A STX3 SUFU TAOK1 TBL1XR1 TBX1 TBX20 TEK TERC TERT TET2 TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 THOC6 THSD1 THSD4 TLL1 TLR4 TMEM127 TMEM237 TNFRSF1A TNXB TRAF7 TREX1 TSC1 TSC2 TSPAN12 TTC26 TTC7A UBAC2 UFD1 USP18 VHL VWF WAS WFS1 WIPF1 XYLT1 XYLT2 ZBTB16 ZEB2 ZMPSTE24 ZNF408 ZNFX1 HP_ABNORMALITY_OF_BODY_MASS_INDEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_BODY_MASS_INDEX CEACAM3 CEACAM6 CFTR CLCA4 CORIN DCTN4 EDNRA FLT1 GCLC GSTM3 HFE HMOX1 HTT KCNJ11 KCNN4 MIF SERPINA1 SLC11A1 SLC16A2 SLC25A13 SLC26A9 SLC2A3 SLC6A14 SLC9A3 STOX1 STX1A TGFB1 THOC2 THRA HP_ABNORMALITY_OF_BONE_MARROW_CELL_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_BONE_MARROW_CELL_MORPHOLOGY ACD ACP5 ADA2 ADH5 ALPK1 AMN ANAPC1 ANKRD26 ASXL1 ATM ATR BACH2 BCOR BRCA2 BRIP1 CA2 CALR CARD11 CASP10 CBL CCND1 CD27 CD28 CIITA CLCN7 CLPB COG6 COQ2 CSF3R CTC1 CTLA4 CUBN CXCR2 CXCR4 DCLRE1B DDX41 DHFR DKC1 DNAJC21 DNASE2 DPP9 DUT DYNC2LI1 EFL1 ELANE ERCC4 ERCC6L2 EVC EVC2 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCI FANCL FARSB FAS FASLG FIP1L1 FLI1 FLNA FYB1 GATA1 GATA2 GBA1 GFI1 GFI1B GLI1 GNA14 GNAS GP1BA GP1BB GP9 HAVCR2 HLA-DRB1 HOXA11 HPGD IFIH1 IFNG IKZF1 IRF2BP2 IRF8 ITCH ITK IVD JAGN1 JAK2 KIF15 KIT KRAS LBR LIG4 LMBRD1 LPIN2 LRBA LYST MAD2L2 MAN2B1 MDM4 MMAA MMAB MMADHC MPIG6B MPL MRPS7 MTHFD1 MTRR MYC MYH9 MYSM1 NABP1 NAXD NBEAL2 NBN NHP2 NLRC4 NOP10 NPM1 NRAS NUMA1 OSTM1 PALB2 PARN PCCA PCCB PGM3 PIGA PIGM PML PRF1 PRKACA PRKACB PRKAR1A PRKCD PSTPIP1 PTPRC RAB27A RAC2 RAD51 RARA RASGRP1 RECQL4 RFWD3 RFX5 RFXANK RFXAP RNASEH2A RPA1 RPL18 RPL26 RPS14 RTEL1 RUNX1 SAMD9 SAMD9L SARS2 SBDS SCARB2 SF3B1 SH2B3 SH2D1A SHOC2 SLC35A1 SLC46A1 SLC7A7 SLCO2A1 SLX4 SMARCAL1 SMARCD2 SP110 SRC SRP19 SRP54 SRP72 SRSF2 STAT3 STAT5B STN1 STX11 STXBP2 TALDO1 TBL1XR1 TBXAS1 TCF3 TCIRG1 TCN2 TERC TERT TET2 TGFB1 TINF2 TLR8 TNFRSF1B TNFRSF4 TNFRSF9 TNFSF11 TP53 TYMS UBA1 UBE2T UNC13D USB1 VPS33A WAS WDR19 WRAP53 XIAP XRCC4 ZBTB16 ZCCHC8 ZNF699 ZNFX1 HP_ABNORMALITY_OF_BONE_MINERAL_DENSITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_BONE_MINERAL_DENSITY AARS1 ABCC6 ABCC9 ACP5 ADAMTS2 ADAMTSL2 ADCY10 AEBP1 AFF3 AGK AGXT AIFM1 AIP AKR1D1 ALB ALDH18A1 ALG3 ALPL AMER1 ANAPC1 ANKH ANO5 ANOS1 ANTXR2 AP1S2 AP2S1 ARL6IP6 ARMC5 ASAH1 ASXL1 ASXL2 ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP7A ATP7B ATP8B1 ATRX AVP B3GALT6 B3GAT3 B4GALT7 BAAT BANF1 BAZ1B BCL7B BMP1 BMP15 BMP2 BMP6 BMS1 BNC1 BRAF BRCA1 BRCA2 BRIP1 BUD23 CA2 CALCR CANT1 CARS1 CASR CAVIN1 CBFB CBL CBS CCDC134 CCDC141 CCN6 CCND1 CDC73 CDH23 CDKN1A CDKN1B CDKN1C CDKN2B CDKN2C CEACAM3 CEACAM6 CEP164 CEP290 CFTR CHD7 CHST3 CLCA4 CLCN5 CLCN7 CLIP2 CLPB COG1 COL1A1 COL1A2 COL2A1 COL5A1 COL5A2 COL7A1 COPB2 COX4I2 CPLX1 CREB3L1 CRIPT CRTAP CSF1R CTBP1 CTC1 CTCF CTDP1 CTNNB1 CTNND2 CTNS CTSK CYB5A CYP11A1 CYP17A1 CYP19A1 CYP27A1 CYP27B1 CYP2R1 CYP3A4 DCAF17 DCC DCHS1 DCTN4 DDOST DDRGK1 DHCR24 DHX37 DKC1 DKK1 DLK1 DLL4 DLX3 DMP1 DMRT3 DNAJC21 DNAJC30 DPAGT1 DPM2 DUSP6 DVL1 EBP EDNRA EED EFL1 EHHADH EIF2AK3 EIF4H ELANE ELN ENPP1 ERCC2 ERCC3 ERCC4 ERCC6 ERCC8 ESR1 ESR2 EXT2 FAH FAM111A FAM20C FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FARSB FAT4 FBLN5 FBN1 FBN2 FERMT3 FEZF1 FGF17 FGF23 FGF8 FGFR1 FGFR2 FKBP10 FKBP14 FKBP6 FLNA FLRT3 FN1 FOXA2 FSHR FUT8 FZD4 G6PC1 GALNS GALT GATA1 GATA4 GATM GBA1 GCLC GCM2 GEMIN4 GET4 GFI1 GJA1 GK GLA GLB1 GLI2 GLIS3 GNA11 GNAS GNPAT GNPTAB GNRH1 GNRHR GORAB GPAA1 GPR35 GSTM3 GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 HAMP HBB HECW2 HERC2 HESX1 HFE HGD HGSNAT HHAT HJV HLA-DQA1 HLA-DQB1 HMGA2 HMOX1 HNF4A HNRNPH1 HNRNPK HPGD HRAS HS6ST1 HSD17B4 HSD3B7 HSPG2 HTRA1 IARS2 IER3IP1 IFIH1 IFITM5 IFT122 IFT140 IFT43 IFT52 IGF1 IKBKG IL12A IL12RB1 IL17RD IL1RN IL6ST INVS IQCB1 IRF5 IRX5 ITGB4 KARS1 KCNJ1 KCNJ8 KCNN4 KDELR2 KIF1A KISS1 KISS1R KIT KL KNSTRN KRAS LAMA3 LAMA5 LAMB3 LAMC2 LARS2 LBR LEMD2 LEMD3 LETM1 LHX4 LIFR LIMK1 LMNA LMX1B LPIN2 LRP4 LRP5 LRP6 LRRK1 LTBP4 MAD2L2 MAFB MAGEL2 MALT1 MAN2B1 MAP2K1 MAP3K1 MAP3K7 MBTPS1 MBTPS2 MC4R MDM4 MED12 MEG3 MEN1 METTL27 MGAT2 MIA3 MIF MITF MKRN3 MLXIPL MMEL1 MMP1 MMP13 MMP14 MMP2 MPLKIP MRPS22 MSH4 MST1 MTAP MTRR MTTP MTX2 NAA20 NAB2 NAE1 NAF1 NAGA NAGLU NCF1 NDN NDNF NDP NDUFAF1 NDUFAF6 NELFA NF1 NFATC2 NFIX NFKBIA NGLY1 NHERF1 NHLH2 NHP2 NLRP3 NOP10 NOTCH2 NOTCH3 NPAP1 NPHP1 NPHP3 NPHP4 NPM1 NPR2 NR0B1 NR3C1 NR5A1 NRAS NSD2 NSMF NUP107 OCA2 OCRL OFD1 OSTM1 OTX2 P3H1 P4HB PALB2 PAPPA2 PARN PCCA PCCB PDE11A PDGFRB PDLIM4 PEPD PEX12 PHEX PHKA2 PHKB PHKG2 PIGG PIGT PIGU PIGY PIK3CD PLEC PLEKHM1 PLOD1 PLOD2 PLOD3 PMM2 POC1A POF1B POLD1 POLE POLG POLG2 POLR1B POLR1C POLR1D POLR3A POLR3H POLRMT POU1F1 POU2AF1 PRDM5 PRG4 PRKACA PRKAR1A PRLR PROK2 PROKR2 PROP1 PSAP PSMC3IP PTDSS1 PTEN PTH1R PWAR1 PWRN1 PYCR1 PYGL RAB3GAP1 RAD51 RAD51C RBL2 RECQL4 RETREG1 RFC2 RFWD3 RIGI RIN2 RNF113A RNF125 RNU4ATAC RNU7-1 RPL10 RPL11 RRM2B RSPRY1 RTEL1 RTL1 RUNX1 RUNX2 SATB2 SBDS SC5D SCARB2 SCN4A SCN9A SDCCAG8 SEC23A SEC24D SEMA3A SEMA3E SEMA4D SEMA5A SERPINA1 SERPINH1 SETBP1 SFRP4 SGMS2 SGSH SH3PXD2B SIK3 SIM1 SKI SLC10A1 SLC11A1 SLC12A1 SLC17A5 SLC25A19 SLC25A4 SLC26A2 SLC26A9 SLC29A3 SLC2A2 SLC34A1 SLC34A2 SLC34A3 SLC35A2 SLC37A4 SLC39A13 SLC39A14 SLC39A8 SLC4A1 SLC4A2 SLC6A14 SLC7A7 SLC9A3 SLCO2A1 SLX4 SMAD3 SMARCAL1 SMARCD2 SMPD1 SMS SNORD115-1 SNORD116-1 SNRPN SNX10 SOST SOX10 SOX3 SOX9 SP7 SPARC SPIB SPIDR SPRTN SPRY4 SQSTM1 SRC SRCAP SRP19 SRP54 SRSF2 SRY STAT1 STAT3 STAT6 STN1 STX16 STX1A STX3 SYK TAC3 TACR3 TAF1 TAPT1 TARS1 TBCE TBCK TBL2 TBXAS1 TCF12 TCF4 TCIRG1 TCOF1 TENT5A TERC TERT TET2 TGFB1 TGFBR2 TINF2 TJP2 TMEM165 TMEM270 TMEM38B TMEM53 TMEM67 TNFRSF11A TNFRSF11B TNFSF11 TNFSF15 TNNC2 TNPO3 TOM1 TONSL TP53 TRAF3IP1 TRAPPC2 TREM2 TRIP11 TRMT10A TRPS1 TRPV6 TSPAN12 TTC26 TWNK TYMS TYROBP UBA2 UBE2T UFSP2 UNC45A UNC80 UROD UROS USB1 USP48 USP8 USP9X VAMP7 VCP VDR VPS37D VPS53 WDR11 WDR19 WDR35 WNK1 WNT1 WNT3A WRAP53 WRN WT1 WWOX XRCC2 XYLT2 ZBTB20 ZFPM2 ZMPSTE24 ZNF408 ZNF469 ZNF668 ZNF699 ZSWIM7 HP_ABNORMALITY_OF_CANINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_CANINE APC AXIN2 CHSY1 DDX59 EDA EDARADD FGF3 FGFR1 IRF6 KDM1A LRP6 MSX1 PAX9 SUMO1 TGFA WNT10A WNT10B HP_ABNORMALITY_OF_CARDIOVASCULAR_SYSTEM_ELECTROPHYSIOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_CARDIOVASCULAR_SYSTEM_ELECTROPHYSIOLOGY ABCA12 ABCA3 ABCC6 ABCC8 ABCC9 ABCG5 ABCG8 ACAD9 ACADM ACADVL ACTA1 ACTC1 ACTN2 ACY1 ADAMTS19 AGK AGXT AKAP9 AKT1 ALDOA ALG10B ALPK3 AMN ANK2 APOB APRT ARSB ASXL1 ATP1A2 ATP1A3 ATP5F1A ATP5F1D ATP5F1E ATP5MK ATP6V1A ATP6V1E1 ATPAF1 ATPAF2 ATRX BAG5 BANF1 BAZ1B BCL7B BMP2 BMP6 BPTF BRAF BRAT1 BRF1 BTNL2 BUD23 BVES C1QBP CACNA1A CACNA1C CACNA1D CACNA1S CACNA2D1 CACNB2 CALM1 CALM2 CALM3 CASQ2 CASR CAV3 CAVIN1 CBL CCND1 CDC45 CDC73 CDH2 CDH23 CDKN1A CDKN1B CDKN2A CDKN2B CDKN2C CDON CITED2 CIZ1 CLCF1 CLCNKB CLIC2 CLIP2 CLN3 CNBP COL4A1 COQ4 COQ9 COX7B CPOX CPT1A CPT2 CREBBP CRLF1 CRLS1 CRYAB CSF2RA CSF2RB CSRP3 CTLA4 CTNNA3 CTNNB1 CUBN DAXX DBH DCAF17 DEF6 DES DHCR7 DISP1 DLL1 DLST DMD DMPK DNAJC19 DNAJC30 DNMT3A DOHH DOLK DPAGT1 DPP6 DSC2 DSC3 DSG2 DSP DST DTNA DUOX2 DUOXA2 DYSF ECE1 ECHS1 EFEMP2 EIF4H ELN ELP1 EMD ENPP1 EP300 EPAS1 ERCC6 ERCC8 EXOSC5 EYA4 FBP1 FBXL4 FGF8 FGFR1 FH FHL1 FHOD3 FKBP6 FLAD1 FLNC FMO3 FNIP1 FOXC2 FOXH1 FXN GAA GABRA3 GALC GAS1 GATA4 GATA5 GATA6 GATAD1 GBA1 GCGR GDAP1 GFM2 GJA1 GJA5 GLA GLI2 GLUL GLYCTK GMPPB GNA11 GNAI2 GNAQ GNAS GNB2 GNB5 GPC3 GPC4 GPD1L GPX4 GRIN1 GSN GTF2I GTF2IRD1 GTF2IRD2 GTPBP3 GYG1 HADH HADHA HADHB HBB HCCS HCN4 HDAC4 HEPHL1 HESX1 HFE HJV HLA-B HLA-DPA1 HLA-DPB1 HLA-DRB1 HMBS HMGCL HNF1A HNF4A HRAS HSPG2 HTRA2 IDS IFNG IKZF1 IPO8 IRX5 ISCU IYD JAG2 JPH2 JUP KCNA5 KCND3 KCNE1 KCNE2 KCNE3 KCNE5 KCNH2 KCNJ11 KCNJ18 KCNJ2 KCNJ3 KCNJ5 KCNJ8 KCNK3 KCNQ1 KCTD1 KIF1B KIF20A KIT KLHL24 KRAS KYNU LAMA2 LAMA3 LAMB3 LAMC2 LAMP2 LARS2 LDB3 LDLR LDLRAP1 LEMD2 LHX3 LHX4 LIMK1 LIPT1 LMNA LMOD2 LPIN1 LRP1 LRP12 LRP6 LZTR1 MADD MAX MDH2 MECP2 MEFV MEN1 METTL27 MFAP5 MGAT2 MGME1 MLXIPL MMP14 MMP2 MRAS MRPL12 MRPS14 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MT-TC MT-TE MT-TF MT-TH MT-TK MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTFMT MTO1 MYBPC3 MYH6 MYH7 MYL2 MYL3 MYL4 MYLK2 MYO1H MYOZ2 MYPN MYRF NAA10 NAXD NCF1 NDUFA2 NDUFA8 NDUFAF1 NDUFB11 NDUFS2 NEU1 NEXN NF1 NFIX NKX2-5 NKX2-6 NODAL NOS1AP NPPA NRAS NUP155 OBSCN P4HA2 PAX8 PCCA PCCB PCSK9 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PGM1 PHOX2B PHYH PIGU PIK3CA PITX2 PKP2 PLCH1 PLEC PLN PLXND1 PNPLA2 POLG POLG2 POMT2 POU1F1 PPA2 PPOX PPP1CB PRDM16 PRKAG2 PRKAR1A PRKG2 PROP1 PRORP PRTN3 PSAP PSEN1 PSEN2 PSMB8 PSMD12 PTCH1 PTEN PTPN11 PTPN22 PYGM RAB3GAP2 RAF1 RANGRF RASA2 RBM20 RET RFC2 RHAG RHCE RHD RIGI RIT1 RMRP RNASEH1 RNU12 RRAS RRAS2 RRM2B RYR1 RYR2 SALL4 SCN10A SCN1B SCN2B SCN3B SCN4A SCN4B SCN5A SCN9A SCNN1A SCNN1B SCNN1G SCO1 SCO2 SCUBE3 SDHA SDHAF1 SDHAF2 SDHB SDHC SDHD SELENON SEMA3A SFTPB SFTPC SGCD SGO1 SHH SIX3 SLC12A3 SLC19A2 SLC1A3 SLC25A11 SLC25A20 SLC25A4 SLC2A10 SLC40A1 SLC4A3 SLC5A5 SLC6A8 SLMAP SMAD3 SMC1A SNTA1 SOS1 SOS2 SOX10 SPECC1L SPRED1 SPRED2 SRSF2 SRY STAG2 STIL STX16 STX1A SVIL SYNE1 SYNE2 TAB2 TAFAZZIN TANGO2 TBL2 TBX20 TBX3 TBX5 TCAP TDGF1 TDP2 TECRL TERT TET2 TG TGFB3 TGFBR1 TGFBR2 TGIF1 TLL1 TMEM126B TMEM127 TMEM270 TMEM43 TMEM70 TNNC1 TNNI3 TNNI3K TNNT2 TNXB TOP3A TOR1A TOR1AIP1 TP53 TPM1 TPM2 TPM3 TPO TRDN TRPM4 TSC1 TSC2 TSHB TSHR TSPYL1 TTC26 TTN TTPA TTR TWNK UCP2 UQCRFS1 USP18 VEZF1 VHL VPS33A VPS37D WAS WIPF1 WIPI2 XK YY1 ZIC2 ZNF699 ZNRF3 HP_ABNORMALITY_OF_CARTILAGE_OF_EXTERNAL_EAR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_CARTILAGE_OF_EXTERNAL_EAR ABCC6 DHX30 EDN1 ENPP1 FGFR2 FGFR3 GNAI3 HS2ST1 MGP NSD2 PLCB4 STEEP1 TCTN3 TWIST1 ZBTB20 ZNF462 HP_ABNORMALITY_OF_CENTRAL_NERVOUS_SYSTEM_ELECTROPHYSIOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_CENTRAL_NERVOUS_SYSTEM_ELECTROPHYSIOLOGY AARS1 AARS2 AASS ABAT ABCA5 ABCC8 ABCD1 ACOX1 ACTL6B ADARB1 ADGRG1 ADGRV1 ADK ADRA2B AFG3L2 AGRN AHDC1 AHSG AIMP1 AIMP2 AKT3 ALDH4A1 ALDH5A1 ALDH7A1 ALG1 ALG11 ALG13 ALG14 ALG2 ALG3 AMT ANKRD11 ANKRD17 ANTXR1 AP1S2 AP2M1 AP3B2 AP3D1 APC2 APOL2 APOL4 ARFGEF1 ARFGEF2 ARG1 ARHGAP31 ARHGEF2 ARHGEF9 ARV1 ARX ASL ASNS ASPA ATAD1 ATN1 ATP10A ATP1A2 ATP1A3 ATP6V0A1 ATP6V1A ATP6V1B2 ATP7A ATXN1 ATXN10 B3GALNT2 BCS1L BRAF BRAT1 C1QBP CABP4 CACNA1A CACNA1B CACNA1E CACNA1G CACNA1H CACNA2D1 CACNB4 CAMK2A CAMSAP1 CARS2 CASK CASZ1 CCDC47 CCDC88A CDK19 CDK5 CDKL5 CELF2 CEP85L CERS1 CHAT CHD2 CHI3L1 CHMP2B CHRNA2 CHRNA4 CHRNB2 CILK1 CLCN2 CLCN4 CLCN6 CLN5 CLN8 CLTC CLTCL1 CLTRN CNKSR2 CNPY3 CNTN2 CNTNAP2 COL13A1 COMT COX16 COX4I1 CPA6 CPLX1 CPT1C CREBBP CRH CRPPA CSTB CTBP1 CTNNA2 CTNND2 CUL3 CUL4B CUX2 CYFIP2 CYP27A1 D2HGDH DAG1 DALRD3 DAOA DCX DDB2 DEAF1 DENND5A DEPDC5 DHDDS DHPS DIAPH3 DLL4 DMXL2 DNM1 DNM2 DOCK6 DOCK7 DOLK DPAGT1 DPM1 DPM2 DPYD DRD3 EBP EDNRB EEF1A2 EFHC1 EIF2S3 EMC1 EOGT EP300 EPG5 EPM2A ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ERMARD EXOC8 FARS2 FBXO28 FDXR FGF12 FGF13 FGFRL1 FKRP FKTN FLCN FLII FOXG1 FOXP1 FRRS1L FZR1 GABBR2 GABRA1 GABRA2 GABRA5 GABRB1 GABRB2 GABRB3 GABRD GABRG2 GAD1 GALC GFM2 GJC2 GLS GLUD1 GLYCTK GMPPB GNAO1 GNB1 GNB2 GNB5 GOLGA2 GON7 GOSR2 GPAA1 GRIA1 GRIA3 GRIA4 GRIN1 GRIN2A GRIN2B GRIN2D GRM7 GRN GUF1 HCFC1 HCN1 HECW2 HIBCH HIC1 HID1 HIKESHI HMGCL HNRNPU HRAS HSPG2 HTR2A IARS2 IER3IP1 IQSEC2 IREB2 ITGB6 JRK KANSL1 KARS1 KCNA1 KCNA2 KCNAB2 KCNB1 KCNC1 KCNC2 KCNH1 KCNJ11 KCNMA1 KCNQ2 KCNQ3 KCNT1 KCNT2 KCTD7 KDM6A KIF1A KMT2D KPNA3 KPTN KRAS LAGE3 LAMC3 LARGE1 LARS2 LETM1 LGI1 LIPT2 LMNB1 LONP1 LRPPRC LSS LUZP1 MADD MAF MAP1B MAP2K1 MAP2K2 MAPK10 MAPT MARCHF6 MCOLN1 MDH1 MECP2 MED13L MED17 MFF MFSD8 MGAT2 MMP23B MOGS MORC2 MPDU1 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW MTHFR MTHFS MTMR2 MTOR MYD88 MYH3 MYO9A NACC1 NALCN NARS2 NAXD NBEA NDP NDRG1 NDUFA9 NDUFAF8 NECAP1 NECTIN1 NEDD4L NEFL NEU1 NEUROD2 NEXMIF NF1 NGLY1 NHLRC1 NLGN3 NLGN4X NLRP3 NMNAT1 NOTCH1 NOTCH2NLC NPRL2 NPRL3 NRAS NSD2 NSF NSRP1 NTNG1 NTNG2 NTRK2 NUP107 NUP133 NUP188 NUS1 OCA2 OCRL OGDHL OPA1 OSGEP OTOF P4HTM PACS2 PAFAH1B1 PARS2 PCDH12 PCDH19 PCK1 PDE2A PDHA1 PDPN PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PGAP2 PGAP3 PHACTR1 PHF6 PHGDH PI4KA PIDD1 PIGA PIGG PIGL PIGO PIGP PIGQ PIGS PIGT PIGV PIGW PIGY PIK3CA PLAA PLCB1 PLCH1 PLP1 PLPBP PNKP PNPO POGZ POLG POMGNT1 POMT1 POMT2 PPFIBP1 PPP3CA PPT1 PRDM16 PRICKLE1 PRKAG2 PRKCZ PRNP PRODH PRPS1 PRRT2 PRUNE1 PSAP PSAT1 PSEN1 PTPN23 PTRH2 PTS PURA RAI1 RBPJ RELN RERE RIPOR2 RMRP RNF13 ROGDI RPL10 RTN2 RTN4R RTTN RUSC2 SACS SAMD12 SATB1 SCARB2 SCN1A SCN1B SCN2A SCN3A SCN8A SCN9A SEMA6B SETBP1 SETD1B SH3TC2 SHQ1 SIK1 SKI SLC12A5 SLC12A6 SLC13A5 SLC18A3 SLC1A2 SLC1A3 SLC1A4 SLC25A1 SLC25A10 SLC25A22 SLC25A46 SLC2A1 SLC32A1 SLC33A1 SLC35A2 SLC38A3 SLC39A8 SLC44A1 SLC5A7 SLC6A1 SLC6A19 SLC9A6 SMC1A SMS SNAP25 SNIP1 SNRPN SOX10 SPATA5 SPEN SPTAN1 SPTBN1 SPTBN4 SQSTM1 SRPX2 ST3GAL3 ST3GAL5 STARD7 STRADA STUB1 STX1B STXBP1 SUOX SYN2 SYNGAP1 SYNJ1 SYT1 SYT2 SZT2 TBC1D24 TBC1D2B TBCK TBK1 TBL1XR1 TET3 TFE3 TGFB1 TICAM1 TIMM50 TIMM8A TLR3 TMEM106B TP53RK TPRKB TRAF3 TRAK1 TRAPPC11 TRAPPC12 TREM2 TRIM8 TRIT1 TRPM3 TTPA TUBB2A TUBGCP2 TYROBP UBA5 UBAP1 UBE3A UBE4B UBTF UFC1 UGDH UNC80 UNC93B1 UPB1 VAMP1 VAMP2 VARS1 VARS2 VCP WASHC5 WDR4 WDR45 WDR62 WDR73 WWOX XPA XPC YEATS2 YME1L1 YRDC YWHAE YWHAG ZEB2 ZNF148 ZNF526 ZNHIT3 HP_ABNORMALITY_OF_CHORIORETINAL_PIGMENTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_CHORIORETINAL_PIGMENTATION BEST1 DCT IFNG MAGEL2 MICOS13 OAT PAX6 SIM1 SLC25A15 TSC1 TSC2 VPS33A WT1 HP_ABNORMALITY_OF_CHROMOSOME_SEGREGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_CHROMOSOME_SEGREGATION BUB1B CDAN1 ESCO2 GJA1 LBR MECP2 NKX2-5 PMFBP1 RAI1 SEC23B SHH SUN5 TRIP13 TSC1 HP_ABNORMALITY_OF_CHROMOSOME_STABILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_CHROMOSOME_STABILITY AKT1 ATM BAP1 BLM BRCA1 BRCA2 BRIP1 CDCA7 CENATAC COX4I1 DCLRE1B DNAJC21 DNMT3B ERCC4 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FMR1 HELLS LIG4 MAD2L2 MCM4 NBN NF2 PALB2 PDGFB PIK3CA RAD50 RAD51 RAD51C RFWD3 RMRP RNF168 SLX4 SMARCB1 SMARCE1 SMO SUFU TCN2 TERT TINF2 TMEM185A TOP3A TRAF7 UBE2T XRCC2 XRCC4 ZBTB24 HP_ABNORMALITY_OF_CIRCULATING_ENZYME_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_CIRCULATING_ENZYME_LEVEL AASS ABCC9 ABHD5 ACAD9 ACADM ACADVL ACTA1 ACTC1 ACTN2 ADK ADSS1 AGL AGXT AHCY AIFM1 ALDOA ALG14 ALG2 AMACR AMPD1 AMPD3 ANKRD1 ANO5 ANXA11 AP5Z1 APTX AR ASAH1 ATP5F1D B3GALNT2 B4GALT1 B4GAT1 BAG3 BAG5 BAZ1B BCL7B BICD2 BIN1 BUD23 BVES C19orf12 C1QBP CA2 CACNA1S CAP2 CAPN3 CASQ1 CAV3 CAVIN1 CCDC115 CCDC78 CFL2 CHCHD10 CHKB CLIP2 CNBP CNTN1 COA7 COG6 COG7 COG8 COL12A1 COL25A1 COL4A1 COL6A1 COL6A2 COL6A3 COL9A3 COQ2 COX16 COX20 CPT1A CPT2 CRPPA CRYAB CSRP3 DAG1 DCXR DES DGUOK DHX16 DMD DMGDH DNA2 DNAJB4 DNAJB6 DNAJC30 DNM2 DNMT3B DOK7 DOLK DPAGT1 DPM1 DPM2 DPM3 DSG2 DSP DUX4 DUX4L1 DYSF EIF4H ELN EMD ENO3 EPG5 ERGIC1 FAM111B FDX2 FHL1 FHL2 FKBP14 FKBP6 FKRP FKTN FLAD1 FLNC FRG1 GAA GABRA3 GATAD1 GATB GATC GBE1 GFPT1 GGPS1 GIPC1 GMPPB GNE GOLGA2 GOSR2 GTF2I GTF2IRD1 GTF2IRD2 GYG1 HACD1 HADH HADHA HADHB HAND2 HEXB HHAT HINT1 HNRNPA1 HNRNPA2B1 HNRNPDL HSPG2 INF2 INPP5K ISCA1 ISCU ITGA7 ITGB4 JAG2 JPH2 KBTBD13 KCNA1 KCNE3 KCNJ18 KLHL41 KLHL9 KY LAMA1 LAMA2 LAMA4 LAMP2 LARGE1 LDB3 LDHA LIMK1 LIMS2 LIPE LMNA LMOD2 LMOD3 LPIN1 LRP12 LTBP4 LYRM7 MATR3 MB MEGF10 METTL27 MGME1 MICU1 MIEF2 MLIP MLXIPL MPDU1 MPV17 MPZ MSTO1 MT-CO1 MT-CO3 MT-TE MT-TL1 MT-TL2 MT-TN MT-TS1 MTMR14 MVK MYBPC3 MYF6 MYH14 MYH6 MYH7 MYL1 MYL2 MYMK MYOT MYPN NARS2 NCF1 NEB NEFH NEFL NEXN NFS1 NOTCH2NLC NSUN2 OBSCN OCRL ORAI1 OTUD5 PABPN1 PDK3 PET100 PEX6 PFKM PGAM2 PGM1 PHKA1 PHKA2 PHKB PHKG2 PIEZO2 PIGY PIK3R5 PITRM1 PLA2G6 PLEC PLEKHG5 PLIN4 PLN PLXNA1 PNPLA2 POGLUT1 POLG POLG2 POLRMT POMGNT1 POMGNT2 POMK POMT1 POMT2 POPDC3 PPCS PRDM16 PRUNE1 PSEN1 PSEN2 PYGM PYROXD1 QRICH1 QRSL1 RAF1 RBCK1 RBM20 RFC2 RILPL1 RNASEH1 RPL3L RRM2B RXYLT1 RYR1 SCN4A SCN5A SCO2 SCYL2 SDHA SETX SGCA SGCB SGCD SGCG SIL1 SLC12A6 SLC16A1 SLC22A5 SLC25A20 SLC25A4 SLC25A42 SLC30A9 SLC39A14 SMCHD1 SPEG SPTBN4 SQOR SQSTM1 STIM1 STX1A SUCLA2 SUGCT SUOX SVIL SYNE1 SYNE2 SYNJ1 TAF1A TAFAZZIN TANGO2 TBCD TBL2 TCAP TFG TIA1 TIMM22 TK2 TMEM165 TMEM270 TMEM43 TMPO TMTC3 TNNC1 TNNI3 TNNT1 TNNT2 TOP3A TOR1AIP1 TPM1 TPM2 TPM3 TRAPPC11 TRAPPC2L TRIM32 TRIP4 TRMU TRPV4 TSFM TTN TWNK TXNRD2 UBA1 UQCRFS1 USB1 VAC14 VAPB VCL VCP VEZF1 VMA21 VPS13A VPS37D XK YME1L1 HP_ABNORMALITY_OF_CIRCULATING_FIBRINOGEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_CIRCULATING_FIBRINOGEN AHCY ANK1 B4GALT1 BCOR CD46 CFH CFI EPB42 FGA FGB FGG FIP1L1 GNA14 HAVCR2 HELLPAR IRF2BP2 ITGB2 LYST MCM10 NABP1 NGLY1 NLRC4 NPM1 NUMA1 PML PRF1 PRKAR1A RARA SLC37A4 SLC4A1 SLC7A7 SPTA1 SPTB STAT3 STAT5B STX11 STXBP2 TBL1XR1 TNFRSF9 UNC13D XIAP ZBTB16 HP_ABNORMALITY_OF_CIRCULATING_GLUCOCORTICOID_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_CIRCULATING_GLUCOCORTICOID_LEVEL AAAS ABCD1 AIRE AKT1 ARMC5 ATRX BAP1 BRAF CBX2 CDH23 CDKN1A CDKN1B CDKN2A CDKN2B CDKN2C CTNNB1 CYB5A CYP11A1 CYP11B1 CYP11B2 CYP17A1 GATB GATC GLI3 GNAS HSD11B2 HSD3B2 HTR1A KCNJ11 MC2R MEN1 MRAP NF2 NFKB2 NNT NR0B1 NR3C1 PCSK1 PDE11A PDE8B PDGFB PIK3CA POMC POR PRKACA PRKAR1A QRSL1 RET ROBO1 SERPINA6 SMARCB1 SMARCE1 SMO STAR SUFU TBX19 TERT TP53 TRAF7 TXNRD2 USP48 USP8 ZNRF3 HP_ABNORMALITY_OF_COAGULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_COAGULATION ABCC2 ABCD3 ACAD9 ACD ADK AGA AGGF1 AHCY AKR1D1 ALDOB ALG12 ALG13 ALG2 ALG6 ALG8 AMACR ANK1 ANO6 ATP6V0A2 ATP6V1A ATP6V1E1 B4GALT1 BCOR BRAF CACNA1S CBL CD46 CFH CFI CLPB COG2 COG4 COG8 COX16 CTC1 CYP7B1 DDOST DKC1 DLD DPAGT1 DPM1 DPM2 EFL1 EPB42 F10 F11 F12 F13A1 F13B F2 F5 F7 F8 F9 FAH FGA FGB FGG FIP1L1 FLNA FOCAD FOXP2 GALT GATA2 GATA6 GFI1B GGCX GNA14 GNE GP1BA GP1BB GP6 GP9 GPR35 HADH HAVCR2 HBB HELLPAR HLA-DQA1 HLA-DQB1 HMGCL HRG HSD17B10 HSD3B7 IDH1 IDH2 IKZF5 IRF2BP2 ITGA2B ITGB2 ITGB3 KLKB1 KNG1 KRAS LARS1 LMAN1 LRPPRC LYST LZTR1 MAP2K1 MCFD2 MCM10 MGAT2 MICOS13 MPDU1 MPI MRAS MST1 MTTP MYD88 NABP1 NBAS NBEAL2 NGLY1 NHP2 NLRC4 NOP10 NPM1 NR1H4 NRAS NUMA1 ORAI1 OSTM1 OTC PARN PET100 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PGM1 PLG PLOD3 PML PMM2 PRF1 PRKAR1A PROC PROS1 PTH1R PTPN11 RAF1 RARA RASA2 RBM8A RFT1 RINT1 RIT1 RRAS RRAS2 RTEL1 RYR1 SEMA4D SERAC1 SERPINC1 SERPINE1 SERPINF2 SHOC2 SLC25A13 SLC25A15 SLC30A10 SLC37A4 SLC4A1 SLC7A7 SOS1 SOS2 SPRED2 SPTA1 SPTB SRD5A3 SSR4 STAT2 STAT3 STAT5B STIM1 STX11 STXBP2 TBL1XR1 TCF4 TEK TERC TERT THBD TINF2 TNFRSF9 TRMU TYMS UNC13D UQCRFS1 USB1 VKORC1 VPS33A VPS33B VWF WRAP53 XIAP ZBTB16 HP_ABNORMALITY_OF_COMPLEMENT_SYSTEM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_COMPLEMENT_SYSTEM BANK1 BLK C1QA C1QB C1QC C1S C3 C4A C4B C5 C6 C7 C8A C8B C9 CD46 CFB CFD CFH CFHR1 CFHR3 CFI CFP CR2 CTLA4 DNASE1 DNASE1L3 ETS1 FCGR2B FCGR3B GALK1 HLA-DRB1 IGHG1 IL10 IRAK1 IRF5 ITGAM JAZF1 KIAA0319L LMNA LMNB2 MASP2 MECP2 PACS1 PDCD1 PRKCD PTPN22 PXK SAT1 SERPING1 SLC7A7 SPP1 STAT4 THBD TLR7 TNFAIP3 TNFSF4 TNIP1 TREX1 UBE2L3 HP_ABNORMALITY_OF_CONNECTIVE_TISSUE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_CONNECTIVE_TISSUE AARS1 ABCA4 ABCC6 ABCC8 ABCC9 ABCD1 ABCD4 ABHD12 ABL1 ACADM ACADS ACER3 ACP4 ACTA1 ACTA2 ACTB ACTC1 ACTG2 ACTN2 ADA2 ADAMTS2 ADAMTS3 ADAMTSL2 ADAR ADAT3 ADCY6 ADGRG1 ADGRG6 ADGRV1 ADNP AEBP1 AGA AGBL5 AGGF1 AGPAT2 AGRN AGTPBP1 AHI1 AHR AHSG AIFM1 AIMP1 AIMP2 AIRE AKT1 AKT2 ALAD ALB ALDH18A1 ALDH1A2 ALDH3A2 ALG1 ALG11 ALG12 ALG13 ALG14 ALG2 ALG3 ALG8 ALG9 ALMS1 ALPL ALS2 ALX1 ALX3 AMBN AMELX AMER1 AMH AMHR2 AMTN ANAPC1 ANAPC7 ANGPT2 ANKH ANKLE2 ANKRD1 ANKRD55 ANO5 ANTXR1 ANTXR2 AP1S2 AP2S1 AP4B1 AP4E1 AP4S1 APC APC2 AR ARF1 ARFGEF2 ARHGEF18 ARID1A ARID1B ARID2 ARL2BP ARL3 ARL6 ARMC5 ARPC1B ARPC4 ARSB ARVCF ARX ASAH1 ASCC1 ASXL1 ASXL3 ATAD1 ATP11A ATP1A2 ATP2A1 ATP5F1D ATP6V0A2 ATP6V1A ATP6V1E1 ATP7A ATP7B ATPAF2 ATR ATRIP ATRX AUTS2 AXIN2 B3GALT6 B3GAT3 B3GLCT B4GALT7 B9D2 BAG3 BAG5 BANF1 BAZ1B BBS1 BBS2 BCAS3 BCL11B BCL7B BCOR BCR BEST1 BGN BHLHA9 BICD2 BIN1 BLM BLNK BLTP1 BMP1 BMPER BMPR1A BRAF BRAT1 BRCA1 BRCA2 BRD4 BRF1 BRIP1 BRPF1 BSCL2 BTK BTNL2 BUB1 BUD23 C18orf32 C19orf12 C1R C1S CA4 CACNA1A CACNA1C CACNA1E CADM3 CAMLG CAMSAP1 CAMTA1 CANT1 CAP2 CAPN3 CARMIL2 CARS1 CASK CASP10 CASZ1 CAV1 CAVIN1 CBS CC2D2A CCBE1 CCDC134 CCDC22 CCDC32 CCDC47 CCDC8 CCL2 CCN2 CCN6 CCR6 CD247 CD79A CD79B CD96 CDC42 CDC42BPB CDC45 CDC6 CDC73 CDCA7 CDH11 CDH23 CDH3 CDHR1 CDK13 CDK5 CDKL5 CDKN1A CDKN1B CDKN1C CDKN2B CDKN2C CDON CDT1 CENPE CENPJ CEP120 CEP152 CEP55 CERKL CFAP418 CFI CFL2 CHAMP1 CHAT CHCHD10 CHD3 CHD7 CHMP1A CHN1 CHRNA1 CHRNB1 CHRND CHRNE CHRNG CHST14 CHST3 CHUK CIB2 CIDEC CLCF1 CLCN3 CLCN4 CLCNKB CLDN1 CLDN11 CLDN19 CLEC7A CLIC2 CLIP2 CLMP CLPB CLRN1 CNGA1 CNGB1 CNNM4 CNTN1 CNTNAP1 COASY COG1 COG5 COG6 COL11A1 COL11A2 COL12A1 COL13A1 COL17A1 COL1A1 COL1A2 COL25A1 COL2A1 COL3A1 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 COL7A1 COLEC10 COLEC11 COMT COQ6 COQ7 COX11 COX7B CPLX1 CPOX CPT2 CRB1 CREBBP CRKL CRLF1 CRPPA CRTAP CRX CRYAB CSGALNACT1 CSNK2A1 CSRP3 CTBP1 CTCF CTDP1 CTNND2 CTSC CTSK CUL4B CUL7 CWC27 CXCR4 CYBA CYBB CYP26C1 CYP27B1 CYP2R1 DACT1 DAG1 DARS2 DCHS1 DCX DDHD2 DDOST DDR2 DDX59 DDX6 DEGS1 DES DGCR2 DGCR6 DGCR8 DHCR24 DHCR7 DHDDS DHODH DHX16 DHX38 DIAPH1 DICER1 DIS3L2 DISP1 DLK1 DLL1 DLL3 DLX3 DMD DMP1 DMXL2 DNA2 DNAJB4 DNAJB6 DNAJC21 DNAJC30 DNASE2 DNM2 DNMT3A DNMT3B DOK7 DOLK DPAGT1 DPF2 DPH1 DPH2 DPM1 DPM2 DPP9 DPYSL5 DSE DSG2 DSP DSPP DST DUOX2 DUOXA2 DUSP6 DVL1 DVL3 DYM DYNC2H1 DYNC2I1 DYNC2I2 DYRK1A DYSF EBP ECE1 ECEL1 ECM1 EDA EDARADD EED EFEMP2 EFNB1 EHMT1 EIF4H EIF5A ELANE ELMO2 ELN ELOVL4 EMD EMG1 EN1 ENAM ENPP1 EOGT EP300 EPB41L1 EPCAM EPHB4 ERBB3 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ERGIC1 ERLIN1 ERLIN2 ERMARD ESCO2 ESPN ESS2 EXOC2 EXOC7 EXOC8 EXOSC3 EXOSC5 EXOSC8 EXOSC9 EXT2 EXTL3 EYS EZH2 F8 FAM111B FAM161A FAM20A FAM20C FAM83H FAN1 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FARSB FAS FASLG FAT4 FBLN5 FBN1 FBN2 FBXO28 FBXW11 FCSK FDFT1 FERMT1 FGD1 FGF10 FGF17 FGF3 FGF8 FGFR1 FGFR2 FGFR3 FH FHL1 FHL2 FIBP FIG4 FITM2 FKBP10 FKBP14 FKBP6 FKRP FKTN FLCN FLI1 FLNA FLNB FLNC FLRT1 FLT4 FLVCR1 FLVCR2 FOCAD FOS FOXC2 FOXE3 FOXF1 FOXH1 FOXP1 FRAS1 FREM1 FREM2 FSCN2 FTO FUCA1 FUS FUT8 FUZ FXYD2 FZD2 G6PC3 GABRD GAD1 GALNS GALNT3 GARS1 GAS1 GATA1 GATA2 GATA4 GATA6 GATAD1 GBA1 GBE1 GCH1 GCK GCM2 GDAP1 GDF1 GDF11 GDF5 GFI1 GFM2 GFPT1 GJA1 GJA5 GJA8 GJB1 GJB2 GJB6 GJC2 GLB1 GLDN GLE1 GLI2 GLI3 GLIS3 GLRA1 GLRB GLUL GMNN GMPPB GNA11 GNAO1 GNAS GNB2 GNE GNPAT GNPTAB GNRH1 GNRHR GNS GOLGA2 GON7 GORAB GP1BB GPC3 GPC4 GPC6 GPHN GPKOW GPR68 GPT2 GRHL2 GRIA4 GRID2 GRIN1 GRIN2B GRIP1 GRM7 GSC GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GUCA1B GUSB GZF1 H1-4 H19 H3-3A H4C3 H4C5 H4C9 HACD1 HAND2 HAVCR2 HBA1 HBA2 HCCS HDAC4 HDAC8 HELLS HEPACAM HES7 HESX1 HEXB HEY2 HGSNAT HIC1 HIKESHI HINT1 HIRA HIVEP2 HK1 HLA-A HLA-B HLA-DQA1 HLA-DQB1 HLA-DRB1 HMGA2 HNRNPA1 HOXD13 HPDL HPGD HRAS HS2ST1 HS6ST1 HSPB1 HSPD1 HSPG2 HUWE1 HYAL1 HYLS1 HYMAI IARS2 IBA57 IDH1 IDH3A IDH3B IDS IDUA IFIH1 IFITM5 IFNG IFT122 IFT140 IFT172 IFT43 IFT52 IFT80 IFT81 IFT88 IGF1R IGF2 IGHM IGHMBP2 IGLL1 IKBKG IL17F IL17RA IL17RC IL2RA IL2RB IL6R IL6ST IMPDH1 IMPDH2 IMPG1 IMPG2 INF2 INPP5E INPP5K INS INSR IPO8 IRF5 IRF6 IRX5 ISL1 ITCH ITGA6 ITGA7 ITGB4 ITGB6 IYD JAG2 JARID2 JMJD1C JPH2 JUP KAT6B KBTBD13 KCNA1 KCNAB2 KCNH1 KCNJ1 KCNJ11 KCNJ2 KCNJ6 KCNJ8 KCNK9 KCNN3 KCNQ1 KCNQ1OT1 KCTD1 KDF1 KDM3B KDM5B KDM5C KDM6A KIAA0319L KIAA0586 KIAA0753 KIAA1549 KIDINS220 KIF11 KIF14 KIF15 KIF1A KIF21A KIF22 KIF26A KIF5A KIF5C KIF7 KISS1 KISS1R KIZ KLC2 KLHL40 KLHL41 KLHL7 KLHL9 KLK4 KLLN KMT2A KMT2B KMT2C KMT2D KNSTRN KRAS KRT1 KRT14 KRT16 KRT5 KRT9 KY L1CAM LAGE3 LAMA2 LAMA3 LAMA4 LAMA5 LAMB3 LAMC2 LARGE1 LBR LCK LDB3 LDHD LEMD2 LEMD3 LETM1 LFNG LGI4 LHX3 LHX4 LIAS LIFR LIMK1 LIMS2 LIPE LMBR1 LMBRD2 LMF1 LMNA LMNB1 LMNB2 LMOD1 LMOD2 LMOD3 LMX1B LONP1 LOX LPIN2 LRAT LRP1 LRP2 LRP4 LRP6 LRPPRC LRRC8A LSM11 LSS LTBP1 LTBP3 LTBP4 LUZP1 LZTR1 MAD1L1 MAD2L2 MAF MAFB MAGEL2 MAK MAMLD1 MAN1B1 MAN2B1 MAP1B MAP3K20 MAP3K7 MAPK1 MAPRE2 MARS1 MASP1 MAT2A MBTPS1 MBTPS2 MC4R MCTP2 MDFIC MECP2 MECR MED11 MED12 MED13L MED25 MEFV MEG3 MEGF10 MEGF8 MEIS2 MEN1 MERTK MESP2 MET METTL27 MFAP5 MFN2 MIA3 MID1 MKS1 MLH1 MLH3 MLXIPL MMP1 MMP14 MMP2 MMP20 MMP23B MN1 MORC2 MPDU1 MPEG1 MPLKIP MPV17 MRPS34 MSH2 MSH6 MSL3 MSTO1 MSX1 MT-ND5 MT-RNR1 MT-TE MT-TF MT-TH MT-TK MT-TL1 MT-TP MT-TQ MT-TS1 MT-TS2 MTFMT MTHFR MTM1 MTMR14 MTOR MTRFR MTX2 MUSK MYBPC1 MYBPC3 MYH11 MYH2 MYH3 MYH6 MYH7 MYH8 MYL1 MYL11 MYL2 MYLK MYMK MYO18B MYO7A MYO9A MYOD1 MYOT MYPN MYRF MYSM1 NAA10 NACC1 NALCN NARS1 NAT8L NCAPG2 NCF1 NCF2 NCSTN NDE1 NDRG1 NDUFA8 NDUFAF4 NDUFAF5 NDUFB11 NEB NECTIN1 NECTIN4 NEDD4L NEFL NEK2 NEK9 NELFA NEU1 NEUROD2 NEXN NF1 NF2 NFATC2 NFIA NFIX NGLY1 NHLH2 NIPBL NKAP NKX2-5 NKX3-2 NLRP1 NLRP3 NMNAT1 NOD2 NODAL NOG NOTCH1 NOTCH2 NOTCH3 NPHP3 NPPA NR2E3 NR2F2 NR3C1 NR4A2 NRCAM NRL NSD1 NSD2 NSDHL NSMF NSRP1 NSUN2 NT5C2 NTRK1 NUAK2 NUP107 NUP133 NUP188 NUP85 NUP88 NXN OBSL1 OCLN OCRL ODAPH ODC1 OFD1 OPA1 ORAI1 ORC1 ORC4 ORC6 OSGEP OTUD5 OTUD6B OTULIN P3H1 P4HB P4HTM PACS1 PAFAH1B1 PAK2 PALB2 PAX3 PAX7 PAX8 PAX9 PBX1 PCARE PCDH15 PCNA PCNT PCSK1 PDE11A PDE4D PDE6A PDE6B PDE6G PDGFRB PDHA1 PDPN PDX1 PDXK PDZD7 PERP PEX1 PEX2 PEX5 PEX6 PEX7 PGAP1 PHACTR1 PHEX PHF6 PHGDH PI4KA PIEZO1 PIEZO2 PIGA PIGG PIGL PIGN PIGP PIGQ PIGS PIGW PIGY PIK3C2A PIK3CA PIK3CD PIK3R1 PIK3R2 PIP5K1C PITX1 PKP1 PLA2G6 PLAA PLAG1 PLAGL1 PLCG2 PLCH1 PLD1 PLEC PLEKHG5 PLIN1 PLK4 PLN PLOD1 PLOD2 PLOD3 PLP1 PLXND1 PMM2 PMP22 PMS1 PMS2 PNKP PNPT1 POGZ POLA1 POLD1 POLR1B POLR1C POLR1D POLR2A POLR3A POLR3GL POMC POMGNT1 POMK POMP POMT1 POMT2 POP1 POR PORCN POU1F1 PPARG PPCS PPIB PPM1D PPOX PPP1R12A PPP1R15B PPP1R21 PPP2CA PPP2R1A PPP2R3C PPP2R5D PPP3CA PPT1 PQBP1 PRCD PRDM12 PRDM16 PRDM5 PRG4 PRIM1 PRKACA PRKAR1A PRKCD PRKCZ PRKG1 PRKG2 PROK2 PROKR2 PROM1 PROP1 PRPF3 PRPF31 PRPF4 PRPF6 PRPF8 PRPH2 PRR12 PRUNE1 PSAT1 PSEN1 PSEN2 PSMB4 PSMB8 PSMB9 PSMG2 PSTPIP1 PTCH1 PTDSS1 PTEN PTF1A PTH1R PTPN2 PTPN22 PTRH2 PUF60 PYCR1 PYCR2 PYROXD1 RAB18 RAB23 RAB3GAP1 RAB3GAP2 RAC1 RAC2 RAD21 RAD51 RAD51C RAF1 RAPSN RARB RARS2 RASGRP1 RBBP8 RBM20 RBM28 RBP3 RDH12 RECQL4 REEP1 REEP6 RELT RERE REV3L RFC1 RFC2 RFT1 RFWD3 RFX7 RGR RHO RHOA RIC1 RIN2 RIPK4 RIPPLY2 RLBP1 RLIM RMRP RNASEH2A RNASEH2B RNASEH2C RNF113A RNF13 RNF2 RNU12 RNU4ATAC RNU7-1 ROGDI ROM1 ROR2 RP1 RP1L1 RP2 RP9 RPE65 RPGR RPGRIP1L RPL10 RPL3L RPS20 RPS26 RPS28 RPS6KA3 RREB1 RSPO2 RTL1 RTTN RUNX2 RYR1 RYR3 SAG SALL1 SALL4 SAMHD1 SATB1 SATB2 SCAPER SCARF2 SCN1B SCN2A SCN4A SCN5A SCUBE3 SCYL2 SDHA SDHAF1 SDHB SDHC SDHD SEC23B SEC24C SEC24D SEC31A SELENON SEMA4A SEMA5A SEPSECS SERPINF1 SERPINH1 SET SETBP1 SETD2 SF3B4 SGCA SGCD SGCG SGSH SH2B1 SH3BP2 SH3PXD2B SHANK3 SHH SHOC2 SHPK SIGMAR1 SIK1 SIK3 SIL1 SIN3A SIX3 SIX6 SKI SKIC2 SKIC3 SLC10A7 SLC12A1 SLC12A3 SLC12A6 SLC13A5 SLC16A2 SLC18A3 SLC1A2 SLC1A4 SLC24A4 SLC25A1 SLC25A19 SLC25A22 SLC25A24 SLC25A4 SLC25A46 SLC26A2 SLC29A3 SLC2A10 SLC2A2 SLC32A1 SLC35A1 SLC35A2 SLC35A3 SLC35C1 SLC35D1 SLC37A4 SLC39A13 SLC39A14 SLC39A7 SLC39A8 SLC5A5 SLC5A6 SLC5A7 SLC6A5 SLC6A9 SLC7A14 SLC9A6 SLURP1 SLX4 SMAD2 SMAD3 SMAD4 SMARCA2 SMARCA4 SMARCAD1 SMARCB1 SMARCC2 SMARCD1 SMARCD2 SMARCE1 SMC1A SMC3 SMCHD1 SMG9 SMOC1 SMOC2 SMPD4 SMS SNAP25 SNIP1 SNRNP200 SNRPB SNX14 SON SOX10 SOX11 SOX18 SOX4 SOX6 SOX9 SP6 SP7 SPARC SPART SPATA7 SPECC1L SPEG SPEN SPG11 SPI1 SPRED1 SPRTN SPRY4 SPTBN4 SPTLC1 SRCAP SRD5A3 SRP19 SRP54 SRPX2 STAC3 STAG2 STAT3 STAT4 STIL STIM1 STRA6 STX16 STX1A SUCLG1 SUMO1 SUZ12 SVIL SYNE1 SYNE2 SYT1 SYT2 TAC3 TACR3 TAF1 TAF1A TAFAZZIN TAPT1 TARS1 TASP1 TBC1D20 TBC1D2B TBCD TBCE TBL1XR1 TBL2 TBR1 TBX1 TBX15 TBX2 TBX3 TBX4 TBXT TCAP TCF3 TCF4 TCIRG1 TCOF1 TCTN3 TDGF1 TDO2 TELO2 TENT5A TFAP2A TFE3 TG TGDS TGFA TGFB1 TGFB2 TGFB3 TGFBI TGFBR1 TGFBR2 TGIF1 TGM1 THOC6 THRA THSD4 TLK2 TMCO1 TMEM107 TMEM165 TMEM216 TMEM218 TMEM222 TMEM270 TMEM43 TMEM67 TMEM70 TMEM94 TMPO TMTC3 TNFRSF11A TNFRSF11B TNFRSF1A TNNC1 TNNC2 TNNI2 TNNI3 TNNT1 TNNT2 TNNT3 TNPO3 TNRC6B TNXB TOP3A TOPORS TOR1A TOR1AIP1 TP53 TP53RK TP63 TPM1 TPM2 TPM3 TPO TPRKB TRAF3IP2 TRAF7 TRAIP TRAK1 TREM2 TREX1 TRIM2 TRIM37 TRIM8 TRIP11 TRIP13 TRIP4 TRMT10A TRPS1 TRPV3 TRPV4 TRPV6 TRRAP TSC1 TSC2 TSEN54 TSHB TSHR TTC26 TTC7A TTC8 TTN TUB TUBA1A TUBB TUBB3 TULP1 TWIST2 TXNL4A TXNRD2 TYROBP UBA1 UBE2T UBE4B UCHL1 UFC1 UFD1 UNC80 UPF3B UROD UROS USF3 USH1C USH1G USH2A USP48 USP7 USP8 VAMP1 VANGL1 VANGL2 VARS1 VCL VDR VEGFC VEZF1 VIPAS39 VMA21 VPS11 VPS33A VPS33B VPS35L VPS37D VPS4A VPS53 VRK1 VWA1 WASHC5 WDR11 WDR19 WDR26 WDR35 WDR4 WDR45B WDR72 WDR73 WHRN WIPI2 WLS WNT10A WNT10B WNT3 WNT4 WNT5A WNT7A WNT7B WRN WT1 XRCC2 XRCC4 XYLT1 YRDC YWHAE YY1 ZBTB20 ZBTB24 ZBTB42 ZBTB7A ZC4H2 ZDHHC9 ZEB1 ZEB2 ZFHX2 ZFP57 ZFPM2 ZIC2 ZIC3 ZMPSTE24 ZNF335 ZNF407 ZNF408 ZNF469 ZNF513 ZNF699 ZNHIT3 ZPR1 ZSWIM6 HP_ABNORMALITY_OF_COORDINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_COORDINATION AAAS AARS1 AARS2 AASS ABCA2 ABCA5 ABCA7 ABCB7 ABCC8 ABCD1 ABHD12 ABHD16A ABHD5 ACADM ACADS ACAT1 ACBD5 ACD ACO2 ACOX1 ACOX2 ACTA1 ACTL6B ADA2 ADAR ADCY5 ADGRG1 ADGRV1 ADPRS ADSL ADSS1 AFF2 AFG3L2 AGRN AGTPBP1 AHDC1 AHI1 AIFM1 AKT1 ALDH18A1 ALDH5A1 ALG11 ALG13 ALG14 ALG2 ALG6 ALG8 ALMS1 ALS2 AMACR AMFR ANK1 ANO10 ANOS1 AP1S2 AP2M1 AP3B2 AP4M1 AP5Z1 APC APC2 APOB APP APTX ARCN1 ARG1 ARHGEF2 ARID1B ARL13B ARL3 ARL6 ARMC9 ARSA ARSG ARV1 ARX ASAH1 ASL ASS1 ATAD1 ATAD3A ATCAY ATG5 ATG7 ATL1 ATM ATN1 ATP10A ATP13A2 ATP1A2 ATP1A3 ATP2B3 ATP5F1A ATP5F1D ATP5F1E ATP5MK ATP6AP2 ATP6V0A1 ATP6V0A2 ATP6V1A ATP7B ATP8A2 ATP9A ATPAF1 ATPAF2 ATXN1 ATXN10 ATXN2 ATXN3 ATXN7 ATXN8OS AUH B4GALNT1 B9D1 B9D2 BAP1 BAZ1B BBS1 BCKDHA BCKDHB BCL11A BCL7B BCS1L BEAN1 BMP15 BMPR1B BNC1 BOLA3 BRAT1 BRCA1 BSCL2 BSND BTD BUD23 C12orf4 C19orf12 C4A CA8 CACNA1A CACNA1B CACNA1G CACNA2D1 CACNA2D2 CACNB4 CAMK2B CAMTA1 CAPN1 CAPN3 CARS1 CASK CAV1 CAV3 CBY1 CC2D2A CCDC141 CCDC28B CCDC78 CCDC88C CCR1 CDC42 CDC42BPB CDH23 CDK19 CDKL5 CELF2 CEP104 CEP120 CEP164 CEP290 CEP41 CEP78 CERS1 CFL2 CHAMP1 CHAT CHCHD10 CHD2 CHD7 CHD8 CHMP1A CHP1 CIB2 CIITA CISD2 CLCN2 CLCN4 CLCNKA CLCNKB CLIP2 CLN3 CLN5 CLN6 CLN8 CLPB CLRN1 CLTC CLTRN CNKSR2 CNTNAP2 COA7 COA8 COG4 COG5 COG8 COL12A1 COL13A1 COL18A1 COL6A1 COL6A2 COL6A3 COLQ COQ2 COQ5 COQ8A COX10 COX20 COX6B1 CP CPLANE1 CPLX1 CPS1 CRAT CREBBP CRPPA CSF1R CSNK2A1 CSPP1 CSTB CTBP1 CTC1 CTDP1 CTNNA2 CTSD CTSF CTSH CUL4B CUX1 CWF19L1 CXCR4 CYFIP2 CYP27A1 CYP7B1 DAB1 DALRD3 DARS1 DARS2 DBT DCC DCHS1 DCPS DCX DDB2 DEAF1 DEGS1 DGUOK DHDDS DHFR DHX30 DKC1 DKK1 DLAT DLD DLK1 DLL1 DMPK DMXL2 DNAJC13 DNAJC19 DNAJC3 DNAJC30 DNAJC5 DNAJC6 DNAL4 DNASE1L3 DNM1 DNM1L DNMT1 DOCK3 DOHH DPAGT1 DPM1 DPP9 DPYSL5 DUSP6 DYM DYNC1H1 DYRK1A EBF3 EDNRB EED EEF1A2 EEF2 EIF2AK2 EIF2S3 EIF4G1 EIF4H ELN ELOVL1 ELOVL4 ELOVL5 ELP1 EP300 EPB42 EPM2A EPRS1 ERAP1 ERBB3 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ERMARD ESPN ETHE1 EXOSC3 EXOSC5 EXOSC8 EXOSC9 EZH2 FA2H FAM149B1 FAS FASTKD2 FAT2 FAT4 FBXL4 FBXO28 FBXW7 FDXR FEZF1 FGF12 FGF13 FGF14 FGF17 FGF8 FGFR1 FHL1 FIG4 FKBP6 FKRP FKTN FLRT3 FLVCR1 FMR1 FOCAD FOXG1 FOXI1 FOXP2 FOXRED1 FRMD4A FRMD5 FRMPD4 FRRS1L FSHR FTL FUS FXN FZR1 GABBR2 GABRA1 GABRA2 GABRA5 GABRB1 GABRB2 GABRB3 GABRD GABRG2 GALC GALT GAMT GBA1 GBA2 GBE1 GCDH GCH1 GCK GCLC GDAP1 GDAP2 GEMIN5 GFAP GFPT1 GGT1 GIGYF2 GJA1 GJB1 GJC2 GLB1 GLRA1 GLRB GLRX5 GLS GMPPA GMPPB GNAO1 GNB5 GNE GOSR2 GPAA1 GPHN GPI GRIA2 GRID2 GRIK2 GRIN1 GRIN2A GRIN2D GRM1 GRM7 GRN GSN GSS GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GTPBP2 H4C5 HACE1 HADHA HADHB HARS1 HAX1 HCN1 HCRT HEPACAM HERC1 HERC2 HESX1 HEXB HIBCH HIC1 HIKESHI HINT1 HIVEP2 HK1 HLA-B HLA-DQA1 HLA-DQB1 HLA-DRB1 HLCS HMGCL HNRNPA1 HNRNPH1 HNRNPH2 HPDL HS6ST1 HSD17B10 HSD17B4 HTRA1 HTT HUWE1 HYLS1 IFNGR1 IFRD1 IFT140 IFT74 IL10 IL12A IL12A-AS1 IL17RD IL23R IMPDH2 INPP5E INPP5K INS INVS IQCB1 IQSEC1 IRF2BPL IRF4 ISCU ITM2B ITPR1 JAM2 KARS1 KATNIP KBTBD13 KCNA1 KCNA2 KCNB1 KCNC1 KCNC2 KCNC3 KCND3 KCNJ10 KCNJ11 KCNJ16 KCNMA1 KCNN2 KCNQ2 KCTD7 KDM4B KDM5B KIAA0586 KIAA0753 KIF1A KIF1B KIF1C KIF5A KIF7 KIT KLHL41 KLLN KLRC4 KNSTRN L1CAM L2HGDH LAGE3 LAMA1 LAMB2 LARGE1 LARS2 LETM1 LGI3 LIG3 LIMK1 LINGO1 LITAF LMBRD1 LMNB1 LMNB2 LNPK LONP1 LRP12 LRP4 LRPPRC LRRK2 LYRM7 LYST LZTFL1 MAB21L1 MAG MAGEL2 MAN1B1 MAN2B1 MAPK8IP3 MAPT MARS1 MARS2 MAST1 MBD5 MCM3AP MCOLN1 MECP2 MECR MED13L MEFV MEG3 METTL27 MFN2 MFSD2A MFSD8 MICOS13 MICU1 MKRN3 MKS1 MLC1 MLXIPL MMACHC MMADHC MME MOG MORC2 MPDU1 MPLKIP MPV17 MPZ MRE11 MRPL12 MRPS22 MSH4 MSTO1 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MT-RNR1 MT-TE MT-TF MT-TH MT-TI MT-TK MT-TL1 MT-TN MT-TP MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTFMT MTHFR MTPAP MTR MTRFR MTTP MVK MYD88 MYO5A MYO7A MYO9A MYORG MYPN NAA20 NADK2 NAGS NALCN NANS NARS1 NAT8L NAXD NAXE NCF1 NDNF NDRG1 NDST1 NDUFA1 NDUFA11 NDUFA13 NDUFA4 NDUFA6 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF6 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB9 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NEB NECAP1 NEDD4L NEFH NEFL NELFA NEMF NEU1 NEUROD2 NEXMIF NF1 NF2 NFASC NFIX NGLY1 NHLRC1 NIPA1 NIPA2 NKX2-1 NKX6-2 NMNAT1 NOL3 NONO NOP56 NOTCH2NLC NPAP1 NPC1 NPC2 NPHP1 NPHP3 NPHP4 NPTX1 NR4A2 NR5A1 NRCAM NSD1 NSD2 NTN1 NTNG1 NTRK2 NUBPL NUDT2 NUP107 NUP214 NUP54 NUP62 NUS1 NUTM2B-AS1 OCA2 OFD1 OGDH OGDHL OPA1 OPA3 OPHN1 OTC OTUD6B OXR1 P2RY11 P4HA2 PACS2 PAFAH1B1 PAK1 PAK3 PANK2 PARN PARS2 PAX6 PCDH15 PCDH19 PCNA PDCD1 PDCD6IP PDE10A PDE2A PDE6D PDE8B PDGFB PDGFRB PDHA1 PDHB PDHX PDP1 PDX1 PDYN PDZD7 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PGAP2 PGAP3 PGK1 PGM2L1 PGM3 PHYH PI4KA PIBF1 PIDD1 PIEZO2 PIGA PIGG PIGK PIGL PIGO PIGP PIGQ PIGS PIGT PIGV PIGW PIGY PIK3CA PIK3CD PIK3R5 PITRM1 PLA2G6 PLD3 PLEC PLEKHG4 PLP1 PMM2 PMP2 PMP22 PMPCA PMPCB PNKP PNP PNPLA6 PNPLA8 PNPT1 PODXL POGZ POLG POLG2 POLR1C POLR3A POLR3B POLR3H POLR3K POMT1 POMT2 POU3F4 POU4F1 PPP1R15B PPP1R21 PPP2R1A PPP2R2B PPP2R5D PPP3CA PPT1 PRDM13 PRDM8 PRDX3 PRF1 PRICKLE1 PRKCG PRNP PRODH PROK2 PROKR2 PRPS1 PRRT2 PRX PSAP PSEN1 PSEN2 PSMC3IP PTEN PTPN22 PTRH2 PTS PUM1 PURA PWAR1 PWRN1 PYCR2 PYROXD1 RAB11B RAD50 RAD51 RAI1 RARS1 RDH11 REEP1 REEP2 REPS1 RFC1 RFC2 RFT1 RFX5 RFXANK RFXAP RIMS2 RIPK4 RNASEH1 RNASET2 RNF113A RNF125 RNF168 RNF216 RNF220 RNU12 ROGDI RORA RPGRIP1L RPIA RPL10 RRM2B RTEL1 RTL1 RTN2 RTN4IP1 RUBCN RUSC2 RYR1 RYR3 SACS SAMD9L SARDH SARS1 SATB1 SBF2 SCARB2 SCN1A SCN1B SCN2A SCN3A SCN4A SCN8A SCN9A SCO2 SCYL1 SDCCAG8 SDHA SDHAF1 SDHB SDHC SDHD SEC23B SEMA3A SEMA6B SET SETD2 SETX SFXN4 SGCA SGCG SGPL1 SH3TC2 SHMT2 SIGMAR1 SIK1 SIL1 SIM1 SIN3A SLC12A3 SLC12A6 SLC13A3 SLC13A5 SLC16A2 SLC17A5 SLC18A2 SLC18A3 SLC19A2 SLC19A3 SLC1A2 SLC1A3 SLC20A2 SLC22A5 SLC25A1 SLC25A15 SLC25A22 SLC25A4 SLC25A42 SLC25A46 SLC26A4 SLC2A1 SLC2A3 SLC30A10 SLC30A9 SLC32A1 SLC35A1 SLC35C1 SLC38A3 SLC39A14 SLC39A4 SLC44A1 SLC46A1 SLC4A1 SLC52A2 SLC52A3 SLC5A6 SLC5A7 SLC6A1 SLC6A19 SLC6A5 SLC6A8 SLC7A6OS SLC9A1 SLC9A6 SMAD4 SMARCA2 SMARCB1 SMARCE1 SMC1A SMC5 SMG9 SMO SMPD1 SNAI2 SNAP25 SNAP29 SNCA SNORD115-1 SNORD116-1 SNORD118 SNRPN SNX14 SOD1 SORL1 SOX10 SPART SPAST SPEN SPG11 SPG21 SPG7 SPIDR SPR SPRY4 SPTA1 SPTB SPTBN1 SPTBN2 SPTLC1 SQSTM1 SRD5A3 SRPX2 STARD7 STAT3 STAT4 STIM1 STN1 STUB1 STX1A STX1B STXBP1 SUCLA2 SUFU SUMF1 SUOX SUPT16H SURF1 SYNE1 SYNGAP1 SYNJ1 SYT1 SYT14 SYT2 SZT2 TACR3 TAF1 TANC2 TANGO2 TARDBP TARS1 TAT TBC1D23 TBC1D24 TBC1D2B TBCD TBCE TBK1 TBL2 TBP TCF20 TCF4 TCN2 TCTN1 TCTN2 TCTN3 TDP1 TDP2 TECPR2 TELO2 TERC TERT TGFB1 TGM6 TH THG1L TIA1 TIMMDC1 TINF2 TK2 TLR4 TMEM106B TMEM107 TMEM126B TMEM138 TMEM163 TMEM216 TMEM218 TMEM231 TMEM237 TMEM240 TMEM270 TMEM63A TMEM67 TMEM70 TNFSF4 TNPO2 TOE1 TOGARAM1 TOMM40 TOP3A TOPORS TPK1 TPM2 TPM3 TPP1 TPR TPRKB TRAF3IP1 TRAF7 TRAK1 TRANK1 TRAPPC11 TRAPPC6B TREM2 TRIM8 TRIO TRNT1 TRPC3 TSFM TSHB TSPOAP1 TTBK2 TTC19 TTN TTPA TTR TUBA1A TUBB TUBB2B TUBB3 TUBB4A TUBG1 TWNK TXN2 UBA5 UBAC2 UBAP1 UBE3A UBE3C UBTF UCHL1 UFC1 UQCRQ UROC1 USF3 USH1C USH1G USH2A VAMP1 VARS2 VCP VLDLR VPS13A VPS13D VPS35 VPS37D VPS41 VPS4A VPS51 VRK1 VWA1 VWA3B WARS1 WARS2 WASHC5 WDR11 WDR19 WDR26 WDR73 WDR81 WFS1 WHRN WWOX XPA XPC XRCC1 XRCC4 YME1L1 YWHAE YWHAG ZBTB11 ZBTB20 ZEB2 ZFYVE26 ZNF142 ZNF365 ZNF423 ZNF592 ZSWIM6 ZSWIM7 HP_ABNORMALITY_OF_CORNEAL_SIZE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_CORNEAL_SIZE AARS1 ACTB ACTG1 ADAMTS18 ANK1 ANTXR1 ARL2 ATOH7 B3GALNT2 B3GALT6 B3GLCT B4GAT1 B9D1 B9D2 BAZ1B BCL7B BCOR BEST1 BMP4 BRD4 BUD23 CARS1 CC2D2A CDH11 CENPF CEP290 CHN1 CHRDL1 CHST14 CLIP2 COL11A1 COL4A1 CPLX1 CRPPA CRYAA CRYBA4 CRYBB1 CRYBB2 CRYGC CRYGD CSPP1 CTBP1 CTCF CTDP1 DAG1 DEAF1 DNAJC30 DPYD EBP EIF4H ELN ERCC2 ERCC3 ERCC6 ERCC8 FANCB FBN1 FGD1 FGF3 FGFR2 FKBP14 FKBP6 FKRP FKTN FLI1 FLII FOXE3 FOXL2 FZD4 GJA1 GJA8 GMPPB GNPTAB GORAB GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 HDAC8 HMGB3 HMX1 HSPG2 IQSEC2 JAG1 KCNMA1 KDM6A KIF11 KIFBP KMT2D KRAS LARGE1 LETM1 LIMK1 LMX1B LTBP2 MAB21L2 MAF MAFB MAPRE2 MED25 METTL27 MIR184 MITF MKS1 MLXIPL MPLKIP MT-CYB NAA10 NCF1 NDP NELFA NHS NIPBL NSD2 OTX2 PAX6 PIGG PIK3R1 PITX2 PITX3 PLK4 PLOD1 POMGNT1 POMGNT2 POMK POMT1 POMT2 PPP2CA PRDM5 PRR12 PRSS56 PXDN PYCR1 RAB18 RAB23 RAB3GAP1 RAB3GAP2 RAD21 RAI1 RBP4 RECQL4 RFC2 RNF113A RPGRIP1 RPGRIP1L RSPO2 RXYLT1 SALL4 SC5D SH3PXD2B SLC16A12 SMC1A SMC3 STX1A TARS1 TBC1D20 TBL1XR1 TBL2 TBX15 TBX22 TCTN1 TCTN2 TCTN3 TEK TENM3 TFAP2A TINF2 TMEM107 TMEM216 TMEM231 TMEM237 TMEM270 TMEM67 TUBB TXNDC15 UBE3B VPS37D WNT3 ZEB2 HP_ABNORMALITY_OF_CORNEAL_THICKNESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_CORNEAL_THICKNESS ABCA4 AGBL5 AHI1 AHR AIPL1 ANTXR1 AP1B1 ARHGEF18 ARL2BP ARL3 ARL6 BBS1 BBS2 BEST1 CA4 CC2D2A CDHR1 CEP290 CERKL CFAP418 CHRDL1 CHST6 CLRN1 CNGA1 CNGB1 COL3A1 CRB1 CRX DCN DDR2 DHDDS DHX38 EYS FAM161A FGF10 FGFR2 FGFR3 FSCN2 GDF6 GNB5 GUCA1B GUCY2D HGSNAT HRAS IDH3A IDH3B IFT140 IFT172 IFT88 IMPDH1 IMPG1 IMPG2 IQCB1 KCNJ13 KERA KIAA1549 KIZ KLHL7 LCA5 LMX1B LRAT MAK MERTK MIR184 NEK2 NMNAT1 NR2E3 NR2F1 NRL OFD1 PCARE PCYT1A PDE6A PDE6B PDE6G PIEZO2 PLOD1 POMGNT1 PRCD PRDM5 PROM1 PRPF3 PRPF31 PRPF4 PRPF6 PRPF8 PRPH2 RBP3 RD3 RDH12 REEP6 RGR RHO RLBP1 ROM1 RP1 RP1L1 RP2 RP9 RPE65 RPGR RPGRIP1 SAG SCAPER SEMA4A SLC2A10 SLC4A11 SLC7A14 SNRNP200 SPATA7 TOPORS TTC8 TUB TUBA3D TUBB4B TULP1 USH2A USP45 VSX1 ZEB1 ZNF408 ZNF469 ZNF513 HP_ABNORMALITY_OF_CRANIAL_SUTURES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_CRANIAL_SUTURES AARS1 AASS ABCC8 ACE ACTB ACTG1 ADAMTS2 ADAMTS3 ADAMTSL1 ADARB1 ADSL AFF4 AGO2 AGT AGTR1 AHDC1 AIFM1 AKT1 ALDH18A1 ALG9 ALPL ALX4 AMER1 ANKRD11 ANTXR1 APC2 ARID2 ARVCF ASPA ASXL1 ASXL3 ATIC ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 ATP7A ATR ATRIP B3GALT6 B3GAT3 B3GLCT B4GALT7 BANF1 BCL11B BICRA BMP1 BMP4 BPNT2 CAMSAP1 CARS1 CASZ1 CCBE1 CCDC134 CCNQ CDC45 CDC6 CDH11 CDK8 CDKN1C CDT1 CENPE CENPJ CEP120 CEP152 CEP57 CHD4 CHD5 CHST14 CHST3 CLCN3 CLCN7 COL11A1 COL1A1 COL1A2 COL25A1 COLEC10 COLEC11 COMT CREB3L1 CREBBP CRTAP CTCF CTSK CWC27 CYP26B1 CYP27B1 CYP2R1 DCHS1 DDB1 DDX6 DIAPH1 DLK1 DMP1 DNA2 DNMT3A DONSON DPF2 DPH1 DPH2 DSE DUOX2 DUOXA2 EFEMP2 EFNB1 ELN ENPP1 EP300 ERCC1 ERCC2 ERCC3 ERCC5 ERCC6 ERF ERMARD ESCO2 EXOC8 EXTL3 FAM111A FAM20C FAT4 FBLN5 FBN1 FGFR1 FGFR2 FGFR3 FIG4 FKBP10 FLNA FLNB FOXG1 FREM1 GABRD GCK GH1 GJA1 GJA5 GJA8 GLI3 GLIS3 GMNN GNPTAB GORAB GP1BB GPC3 GPC4 GPC6 GRB10 GTF2E2 GTF2H5 H19 H3-3B H4C9 HDAC4 HERC1 HESX1 HIRA HNRNPK HNRNPU HPGD HSD17B4 HSPG2 HUWE1 IFITM5 IFT122 IFT140 IFT43 IFT52 IGF2 IL11RA IL6ST INS INTU IPO8 IRX5 IYD JMJD1C KANSL1 KAT6A KCNAB2 KCNJ11 KCNQ1 KCNQ1OT1 KDELR2 KDM4B KDM5B KIF1A KPTN KRAS KRT14 KRT5 LEMD2 LHX3 LHX4 LIG4 LMNA LMX1B LRP5 LTBP1 LUZP1 MAF MAN2B1 MAP1B MAP3K7 MAPK1 MASP1 MED12 MEG3 MEGF8 MESD MID1 MMP14 MMP2 MMP23B MPLKIP MSX2 MTX2 MYH3 NAA10 NARS2 NCAPG2 NFIA NFIX NLRP3 NOTCH2 NOTCH3 NSD1 NSRP1 NSUN2 NUP188 NUP85 ORC1 ORC4 ORC6 OTUD5 P3H1 P4HB PAM16 PCDHGC4 PCNT PDGFRB PDPN PDX1 PEX1 PEX14 PEX19 PEX2 PHEX PIGA PIGO PIGT PLK4 PLOD2 POGZ POLA1 POLR3A POR POU1F1 PPFIBP1 PPIB PPP1CB PPP1R21 PPP2R1A PPP3CA PRDM16 PRIM1 PRKCZ PRKG2 PROP1 PSAT1 PTCH1 PTDSS1 PTEN PURA PYCR1 RAB23 RAC3 RBBP8 RBM10 RECQL4 REN RERE RETREG1 RNF113A RNF125 RNU12 RNU4ATAC ROR2 RPS19 RPS6KA3 RREB1 RSPRY1 RTL1 RTTN RUNX2 SC5D SCARF2 SCN9A SCUBE3 SEC23A SEC24C SEC24D SETBP1 SETD1A SETD2 SH2B1 SH3PXD2B SIX2 SKI SLC12A6 SLC25A24 SLC2A10 SLC34A3 SLC35A2 SLC39A8 SLC5A5 SMAD3 SMAD6 SMARCD1 SMC3 SMG9 SMO SNX10 SON SP7 SPECC1L SPEN SRCAP STAT3 STXBP1 TANC2 TAPT1 TARS1 TBC1D24 TBCE TBCK TBX1 TCF12 TCIRG1 TENT5A TG TGFBR1 TGFBR2 THRA TLK2 TMCO1 TMEM216 TNFSF11 TOGARAM1 TPO TRAIP TRPV6 TSHB TWIST1 UBE4B UFD1 USP7 VAC14 VDR WDR19 WDR35 WNK1 YY1 ZEB2 ZFHX4 ZIC1 ZMPSTE24 ZNF292 ZNF462 ZNF699 HP_ABNORMALITY_OF_CYTOKINE_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_CYTOKINE_SECRETION MEFV NFKBIA PRF1 STX11 STXBP2 UNC13D HP_ABNORMALITY_OF_DENTAL_COLOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_DENTAL_COLOR ADGRV1 ALMS1 AMBN CNNM4 COL17A1 DLX3 DSPP ENAM FAM20A GALNS GATA1 GLB1 HRAS ITGB4 ITGB6 KCNJ2 KCNJ5 KLK4 KRAS KRT14 MMP20 MYO7A NRAS PDZD7 RELT ROGDI SATB1 SLC13A5 SLC24A4 UROD UROS USH2A WHRN HP_ABNORMALITY_OF_DENTAL_ERUPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_DENTAL_ERUPTION ABCA5 ACP5 ADAMTS3 ADAMTSL1 ADNP AMER1 AMMECR1 ANAPC1 ANTXR1 APC APC2 ARHGAP29 ARHGEF38 ARID1A ARID1B ARID2 ARSB ATP6V0A2 ATP6V1B2 AXIN2 BCL11B BCOR BMP4 BRD4 C2CD3 CA2 CAMK2B CBFB CCBE1 CCDC8 CDH1 CDH11 CEP120 CHD7 CHST3 CILK1 CLCN7 COBLL1 CREBBP CRTAP CTSK CUL7 CYP27B1 CYP2R1 DEAF1 DHCR7 DLG1 DLX4 DMP1 DNAJC21 DPF2 DPH1 DPYD DSP DVL1 DYNC2LI1 EDA EDA2R EDARADD EDNRA EFL1 EHMT1 ELMO2 ENPP1 EP300 ERCC1 ERCC4 ERCC6 ERCC8 EVC EVC2 FAM111A FAM20A FAM20C FAT4 FGD1 FGF3 FGFR1 FGFR2 FLII FLNA FLNB GDF5 GHR GJA1 GLI1 GLI3 GNAS GNB2 GRHL2 GTF2H5 HDAC4 HDAC8 HOXD13 IDS IFIH1 IGF1 IKBKG IL11RA IL6ST INSR INTU IQSEC2 IRF6 JUP KAT6B KCNH1 KCNJ2 KCNJ5 KCTD1 KDF1 KDM6A KIF7 KMT2C KMT2D KRT16 KRT17 KRT6A KRT6B LEMD2 LIG4 LMNA LONP1 LRP6 MAP3K7 MIA3 MID1 MKS1 MMP2 MSX1 MYSM1 NAA10 NDUFB11 NECTIN1 NEK1 NFIX NIPBL NPHS1 NSD1 NSUN2 OBSL1 OCRL P4HB PAPPA2 PAX9 PDE4D PDGFRA PDGFRB PIGA PIGF PIGL PIK3R1 POLR3A POLR3B PORCN PRKACA PRKACB PRKAR1A PTCH1 PTH1R PTHLH PUS7 RAB23 RAD21 RAI1 RECQL RECQL4 RHOA RIC1 ROR2 RPS6KA3 RUNX2 SATB1 SBDS SEC23A SEC24D SEMA3E SETBP1 SETD2 SFRP4 SH3BP2 SH3PXD2B SLC13A5 SLC1A2 SLC29A3 SLC37A4 SLC39A13 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMCHD1 SNX10 SNX14 SOX11 SOX4 SP7 SPECC1L SRCAP SRP54 STAT3 STX16 SUMO1 SUOX TBC1D24 TCF4 TCIRG1 TEKT3 TFAP2B TGFA TGFB1 THRA TNFRSF11A TNFSF11 TONSL TP63 TRIO TRIP11 TRPS1 TWIST2 UBR1 VARS1 VDR WNT10A WNT10B WNT5A ZBTB7A ZEB2 ZMPSTE24 ZSWIM6 HP_ABNORMALITY_OF_DENTAL_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_DENTAL_MORPHOLOGY ABCC9 ADAMTS10 ADAMTS3 ADGRV1 ADNP ALX4 ANAPC1 ANKRD11 ANTXR2 ARHGAP29 ARHGEF38 ARID1B ATP6V0A2 ATP6V1B2 ATR AXIN2 B3GALT6 B3GAT3 B3GLCT BAZ1B BCL11B BCL7B BCOR BMP4 BRCA1 BRF1 BUD23 C1R C1S CACNA1C CACNA1I CCBE1 CCDC47 CDH1 CDH11 CDH3 CDK10 CDK13 CHD3 CHST3 CHSY1 CKAP2L CLCN7 CLIP2 COBLL1 COL11A1 COL3A1 CREBBP CSTB CTC1 CTCF CTNND1 DCHS1 DEAF1 DHCR7 DHODH DHX37 DKC1 DLG1 DLX3 DLX4 DNAJC21 DNAJC30 DPF2 DPH2 DYNC2LI1 EDA EDA2R EDAR EDARADD EIF4H ELN ENAM EP300 EVC EVC2 EYA1 FAM20C FARS2 FAT4 FBN1 FBXO28 FGF10 FGF3 FGFR1 FGFR2 FGFR3 FKBP6 FLII FOXC1 GALNT3 GHR GJA1 GJA5 GJA8 GJB2 GLI1 GRB10 GREM2 GRIA3 GTF2I GTF2IRD1 GTF2IRD2 H4C5 HEPHL1 HRAS HS2ST1 IDS IDUA IFIH1 IFT122 IFT140 IFT43 IFT52 IKBKG IQSEC2 IRF6 KANSL1 KAT6A KAT6B KCNK9 KCNMA1 KDF1 KDM6A KIAA0753 KMT2D KRAS KRT14 KRT71 LAMB3 LIMK1 LMBRD2 LONP1 LRP6 LTBP3 MAPK1 MAPK8IP3 MAPRE2 MBD5 MCOLN1 MED12 METTL27 MGAT2 MLXIPL MSX1 MYO7A NAA10 NCF1 NECTIN1 NECTIN4 NEK1 NFIX NFKBIA NHP2 NHS NMNAT1 NOP10 NPM1 NRAS OCRL ORC1 P4HB PACS2 PARN PAX9 PCGF2 PCNT PDGFRA PDZD7 PEX1 PEX6 PIGA PIGF PIGL PIK3C2A PIK3R1 PITX2 PKP1 PLEKHM1 PLXNA1 PLXND1 POLR1B POLR1C POLR1D PORCN PQBP1 PRIM1 PRKACA PRKACB PRKD1 PURA RAI1 RBBP8 RECQL4 REV3L RFC2 RHOA RIC1 RIN2 RMRP RNU12 RPS6KA3 RTEL1 RUSC2 SATB1 SATB2 SCNM1 SEC23A SH3BP2 SIX1 SLC25A24 SLC35A2 SMARCA2 SMARCAL1 SMARCD2 SMC3 SMOC1 SMOC2 SNRPN SOX9 SRCAP ST14 STX1A SUMO1 TBC1D24 TBL2 TCF12 TCIRG1 TCOF1 TERC TERT TFAP2A TGFA TINF2 TMCO1 TMEM231 TMEM270 TNFRSF11A TONSL TP63 TRAF6 TRPS1 TSPEAR TWIST2 TYMS UBE3B UBR1 USB1 USH2A VPS13B VPS37D VPS51 WDR19 WDR35 WDR4 WHRN WNT10A WNT10B WRAP53 ZEB2 ZNF141 HP_ABNORMALITY_OF_DENTAL_STRUCTURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_DENTAL_STRUCTURE AARS1 ABL1 ACP4 ADGRV1 ADNP AGA AIRE AKT1 ALDH3A2 ALDOB ALMS1 ALPL AMBN AMELX AMTN ANAPC1 AP3B1 APC ARSB ARVCF ATP6V0A2 ATP6V1A ATP6V1E1 ATR ATRIP AXIN2 B3GALT6 BAZ1B BCL7B BMP1 BRF1 BUD23 C12orf57 CARS1 CAV1 CCDC134 CCDC8 CCN2 CCR6 CDH1 CDH11 CDH23 CDH3 CENPE CENPJ CEP152 CHD3 CIB2 CLCN7 CLDN1 CLDN19 CLEC7A CLIP2 CNNM4 COG6 COL17A1 COL1A1 COL1A2 COL2A1 COL3A1 COL5A1 COL5A2 COL7A1 COMT COX4I2 COX7B CREBBP CRLF1 CRTAP CSTB CTBP1 CTC1 CTNND1 CTSK CUL7 CYP27B1 CYP2R1 DDX59 DEAF1 DHCR7 DIAPH1 DKC1 DLX3 DMP1 DNA2 DNAJC21 DNAJC30 DPH5 DSPP EDA EDAR EDARADD EFL1 EIF4H ELANE ELMO2 ELN ENAM ENPP1 EP300 ERCC1 ERCC2 ERCC3 ERCC4 ERCC6 ERCC8 ESPN FAM111A FAM20A FAM20C FAM83H FBXO28 FERMT1 FGF10 FGF23 FGF3 FGFR1 FGFR2 FGFR3 FIG4 FKBP10 FKBP6 FLII FLNA FLNB GALNS GALNT3 GATA1 GJA1 GLB1 GNAS GNB2 GP1BB GPR68 GREM2 GRHL2 GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 HCCS HECTD4 HERC2 HIRA HLA-DQA1 HLA-DQB1 HLA-DRB1 HRAS IFIH1 IFITM5 IFT122 IFT43 IFT52 IKBKG IL17F IL17RA IL17RC IQSEC2 IRF5 IRF6 IRX5 ITGA6 ITGB4 ITGB6 JMJD1C KCNJ2 KCNJ5 KIF7 KLK4 KMT2D KRAS KRT14 KRT5 LAMA3 LAMB3 LAMC2 LIFR LIMK1 LMNA LMX1B LONP1 LRP4 LRP6 LTBP3 MAGEL2 MAPRE2 MBTPS2 MED12 MEGF8 METTL27 MIA3 MKRN3 MLXIPL MMP1 MMP13 MMP20 MPLKIP MSX1 MYO7A NCF1 NDUFB11 NECTIN1 NECTIN4 NEK1 NF1 NHP2 NOP10 NPAP1 NPM1 NRAS NTRK1 NUP133 NUP85 OBSL1 OCRL ODAPH OFD1 ORAI1 P3H1 P4HB PAK2 PARN PAX1 PAX9 PCDH15 PCGF2 PCNT PDE4D PDZD7 PEPD PERP PEX1 PEX6 PGAP1 PGM2L1 PHEX PIK3C2A PIK3R1 PKP1 PLEC PLK4 POLR1B POLR1C POLR1D PORCN PPIB PPP1CB PPP1R15B PTCH1 PTCH2 PTDSS1 PTEN PWAR1 PWRN1 RAD21 RAI1 RBBP8 RBM28 RECQL4 RELT RFC2 RHOA RNF113A RNU12 ROGDI RREB1 RTEL1 RUNX2 SATB1 SBDS SCNM1 SCUBE3 SEC23A SEC24C SEC24D SERPINF1 SERPINH1 SFRP4 SGMS2 SHOC2 SLC10A7 SLC12A2 SLC13A5 SLC24A4 SLC29A3 SLC35A2 SLC37A4 SLF2 SMARCA2 SMARCD2 SMCHD1 SMOC2 SNORD115-1 SNORD116-1 SNRPB SNRPN SOX9 SP6 SP7 SPARC SRCAP SRP54 STIM1 STX16 STX1A SUFU SUMO1 TARS1 TBCE TBL2 TBX1 TCIRG1 TCOF1 TERC TERT TGFA TGFB1 THOC6 TINF2 TMEM165 TMEM270 TNFRSF11A TNFSF11 TP63 TRAF3IP2 TRAIP TRIM37 TRIP11 TRMT10A TRPS1 TRPV3 TSC1 TTC7A TYMS UBE3B UBR1 UFD1 UROD UROS USB1 USH1C USH1G USH2A VAC14 VDR VPS37D WDR19 WDR35 WDR72 WHRN WNT10A WNT10B WRAP53 ZMPSTE24 ZMYM2 ZNF469 HP_ABNORMALITY_OF_DERMAL_MELANOSOMES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_DERMAL_MELANOSOMES AP3B1 AP3D1 CACNA1F GPR143 LYST MYO5A RAB27A HP_ABNORMALITY_OF_DIGESTIVE_SYSTEM_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_DIGESTIVE_SYSTEM_MORPHOLOGY AAGAB ABCB1 ABCB11 ABCB4 ABCC2 ABCD1 ABL1 ACADVL ACD ACOX2 ACTA2 ACTG2 ACVRL1 ADA2 ADAM17 ADAMTS2 ADAMTS3 ADAMTSL2 AGA AHI1 AIRE AK2 AKR1D1 AKT1 ALAD ALDH18A1 ALG1 ALG12 ALG3 ALG6 ALG8 ALG9 ALMS1 AMACR AMER1 ANTXR2 AP1B1 AP1S1 AP2S1 APC APC2 APOB AR ARF1 ARFGEF2 ARHGAP31 ARID1B ARL13B ARL3 ARL6 ARMC9 ARNT2 ARPC1B ARVCF ARX ASCC1 ASCL1 ASXL1 ASXL3 ATAD1 ATN1 ATP6V1E1 ATP7A ATP7B ATP8B1 ATRX AURKA AXIN2 B2M B3GLCT B9D1 B9D2 BACH2 BAP1 BAX BAZ1B BBS1 BCL10 BCL7B BCOR BCR BDNF BICRA BIN1 BLM BLNK BMPR1A BRAF BRCA1 BRCA2 BRD4 BRIP1 BTK BUB1 BUB1B BUB3 BUD23 C1R C1S C2CD3 C4A CACNA1C CALR CAMK2A CAMTA1 CAPN15 CARD11 CARD8 CARMIL2 CASP10 CASZ1 CAV1 CAVIN1 CBL CBLIF CBS CBY1 CC2D2A CCBE1 CCDC103 CCDC22 CCDC28B CCDC39 CCDC40 CCDC47 CCDC65 CCN2 CCND1 CCNO CCNQ CCR1 CCR6 CD19 CD3G CD55 CD79A CD79B CD81 CDC45 CDC73 CDCA7 CDH1 CDH11 CDK4 CDK8 CDKN1A CDKN1B CDKN2A CDKN2B CDKN2C CDON CEACAM3 CEACAM6 CENPF CEP104 CEP120 CEP290 CEP41 CEP57 CFAP221 CFAP298 CFAP300 CFAP45 CFAP74 CFC1 CFTR CHD4 CHD7 CHEK2 CHN1 CHRM3 CHRNG CHST14 CIITA CISD2 CLCA4 CLIP2 CLMP CLTRN COG6 COG8 COL14A1 COL18A1 COL1A1 COL3A1 COL4A5 COL4A6 COL5A1 COL5A2 COL7A1 COMT COX4I2 COX7B CPLANE1 CPLX1 CPOX CR2 CREBBP CRKL CSPP1 CTBP1 CTC1 CTHRC1 CTLA4 CTNNB1 CTNND1 CTRC CXCR4 CYBA CYBB CYBC1 CYP7B1 DACT1 DCC DCDC2 DCHS1 DCLRE1B DCTN4 DDB1 DDX3X DDX59 DDX6 DEF6 DGAT1 DGUOK DHCR24 DHCR7 DHODH DICER1 DIS3L2 DISP1 DKC1 DLC1 DLEC1 DLK1 DLL1 DLL4 DMP1 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAJC21 DNAJC30 DNAL1 DNM2 DNMT3B DOCK2 DOCK6 DOCK8 DOK7 DPYS DPYSL5 DRC1 DSE DSG1 DVL3 DYNC2H1 DYNC2I1 DYNC2I2 DYRK1A DZIP1L ECE1 EDN3 EDNRA EDNRB EFEMP2 EFL1 EFTUD2 EGFR EHMT1 EIF4H ELANE ELF4 ELN EMC1 ENG ENPP1 EOGT EP300 EPCAM ERAP1 ERBB2 ERBB3 ERCC2 ERCC4 ERMARD ESCO2 EWSR1 EXT1 EXT2 EXTL3 EYA1 F12 F13A1 F13B F5 FAH FAN1 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FARSB FAS FASLG FAT4 FBLN5 FBN2 FCGR2A FCHO1 FCN3 FERMT1 FGF20 FGF8 FGFR1 FGFR2 FGFR3 FGFRL1 FH FIG4 FKBP6 FKRP FKTN FLCN FLI1 FLNA FLNB FOCAD FOXC1 FOXE1 FOXF1 FOXH1 FOXJ1 FOXP3 FRAS1 FREM1 FREM2 FUZ G6PC3 GABRD GAS1 GAS2L2 GAS8 GATA1 GATA6 GBA1 GBE1 GCLC GDF2 GDF3 GDF6 GDNF GFRA1 GIMAP5 GLA GLI2 GLI3 GLIS3 GLMN GLRA1 GLRB GMPPA GMPPB GNA11 GNAS GNB2 GON7 GP1BB GPC3 GPC4 GPHN GPIHBP1 GPR35 GRB10 GREB1L GREM1 GRHL2 GRIP1 GSTM3 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GUCY2C HABP2 HCCS HDAC4 HDAC8 HEATR3 HELLS HEPACAM HES7 HESX1 HFE HIRA HLA-B HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRB1 HMBS HMGA2 HMOX1 HNF1B HNRNPK HNRNPU HOXD13 HPGD HPS1 HRAS HSD3B7 HSPA9 HSPG2 HYDIN HYLS1 HYOU1 IARS1 ICOS IDS IFIH1 IFNGR1 IFT43 IFT74 IFT80 IGHG2 IGHM IGKC IGLL1 IKBKG IKZF1 IKZF3 IL10 IL10RA IL10RB IL12A IL12A-AS1 IL12RB1 IL1B IL1RN IL21 IL23R IL2RA IL37 IL6 INAVA INPP5E INSR INTU IPO8 IRF1 IRF2BP2 IRF4 IRF5 IRGM ISL1 ITCH ITGA6 ITGA8 ITGB2 ITGB4 IVNS1ABP JAK1 JAK2 JAK3 JMJD1C KANSL1 KAT6A KAT6B KATNIP KCNAB2 KCNN4 KDM3B KDM6A KEAP1 KIAA0586 KIAA0753 KIF12 KIF21A KIF26A KIF3B KIF7 KIFBP KIT KITLG KLF6 KLLN KLRC4 KMT2C KMT2D KRAS KRT18 KYNU L1CAM LAGE3 LAMA3 LAMB3 LAMC2 LARGE1 LBR LBX1 LCT LEMD3 LETM1 LIG3 LIG4 LIMK1 LIPA LMBRD1 LMNA LMOD1 LMX1B LONP1 LPIN2 LRBA LRP2 LRPPRC LRRC56 LRRC8A LTBP1 LTBP4 LUZP1 LZTS1 MAD1L1 MAD2L2 MADD MAFB MALT1 MAMLD1 MAP1B MAP3K7 MAPK1 MASP2 MBD4 MBTPS2 MC1R MCC MCIDAS MCM6 MDM2 MED12 MEFV MEG3 MEN1 MEOX1 METTL27 MGMT MID1 MIF MINPP1 MIR17HG MITF MKKS MKS1 MLH1 MLH3 MLXIPL MMEL1 MMP1 MMP21 MMP23B MNX1 MPI MS4A1 MSH2 MSH3 MSH6 MSR1 MST1 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TE MT-TF MT-TH MT-TK MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW MTM1 MTMR14 MTOR MTRFR MTTP MUSK MUTYH MVK MYC MYCN MYD88 MYF6 MYH11 MYH3 MYLK MYO1H MYO5B MYOD1 MYRF NAA10 NBN NCF1 NCF2 NCF4 NDUFB11 NEDD4L NEFH NEK1 NEK10 NEK9 NEUROG3 NFIX NFKB1 NFKB2 NFKBIA NHP2 NIPBL NLRC4 NME5 NME8 NOD2 NODAL NOP10 NOTCH1 NOTCH2 NOTCH3 NPHP1 NPHP3 NPHS1 NPM1 NRAS NRTN NSD1 NSD2 NSUN2 NTHL1 NUP107 NUP133 NUP88 NXN OCRL ODAD1 ODAD2 ODAD3 ODAD4 ODC1 OFD1 OPLAH OSGEP OTC OTUD5 OTX2 PACS1 PAH PAICS PAK2 PALB2 PALLD PARN PAX3 PCSK1 PDE11A PDE6D PDGFRA PDGFRB PDGFRL PDPN PERCC1 PET117 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PGAP2 PGAP3 PGM3 PHGDH PHKA2 PHKG2 PHOX2B PI4KA PIBF1 PIEZO1 PIEZO2 PIGL PIGN PIGO PIGT PIGV PIGW PIGY PIK3C2A PIK3CA PIK3CD PIK3CG PIK3R1 PITX2 PKD1 PKHD1 PKP1 PLA2G2A PLA2G4A PLCG2 PLCH1 PLEC PLG PLVAP PMM2 PMS1 PMS2 PNLIP POLA1 POLD1 POLE POLG POLR1B POLR1C POLR1D POMT1 POMT2 POR PORCN POT1 POU2AF1 PPOX PPP1R12A PPP2R3C PPP2R5D PQBP1 PRDM16 PRF1 PRKAR1A PRKCD PRKCZ PRMT7 PROKR2 PRSS1 PRSS2 PRTN3 PSPH PSTPIP1 PTCH1 PTDSS1 PTEN PTF1A PTPN12 PTPN22 PTPN3 PTPRJ PTRH2 PYCR1 RABL3 RAC2 RAD21 RAD51 RAD51C RAD54B RAPSN RARB RASGRP1 RBCK1 RBM10 RBM8A RBPJ RECQL4 REL RELA RERE RET RFC2 RFWD3 RFX5 RFX6 RFXANK RFXAP RHBDF2 RIPK1 RIPK4 RMRP RNF43 RNF6 RNU12 ROBO1 ROR2 RPGR RPGRIP1L RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS6KA3 RPS7 RRAS2 RREB1 RRM2B RSPH1 RSPH3 RSPH4A RSPH9 RSPO2 RTEL1 RTL1 RTTN RUNX1 RYR1 SAA1 SALL1 SALL4 SAMD9 SAR1B SATB1 SATB2 SBDS SDHA SDHB SDHC SDHD SEC23B SEC24C SEMA3C SEMA3D SEMA3E SEMA4A SEMA4D SERPINA1 SERPING1 SERPINH1 SETBP1 SETD2 SETD5 SF3B4 SGO1 SH2B1 SH3KBP1 SHH SHPK SI SIN3A SIX1 SIX3 SIX6 SKI SKIC2 SKIC3 SLC10A2 SLC11A1 SLC12A2 SLC18A3 SLC25A12 SLC25A24 SLC26A3 SLC26A9 SLC29A3 SLC2A10 SLC2A2 SLC30A10 SLC37A4 SLC39A4 SLC39A7 SLC46A1 SLC51B SLC5A1 SLC6A14 SLC6A19 SLC6A5 SLC6A8 SLC7A7 SLC9A3 SLCO2A1 SLX4 SMAD2 SMAD3 SMAD4 SMAD7 SMARCAL1 SMARCD1 SMC1A SMC3 SMO SNAI2 SNRPB SOCS1 SON SOX10 SOX2 SOX3 SPAG1 SPEF2 SPEN SPI1 SPIB SPINK1 SPINK5 SPINT2 SRC SRCAP SREBF1 SRP54 SRSF2 STAG2 STAT1 STAT3 STAT4 STAT5B STIL STK11 STK36 STN1 STRA6 STS STX11 STX1A STX3 STXBP1 STXBP2 SUFU SUZ12 SYK SYT2 TBC1D23 TBC1D7 TBCE TBL2 TBX1 TBX3 TBXT TCF3 TCF4 TCOF1 TCTN1 TCTN2 TCTN3 TDGF1 TEK TERC TERF2IP TERT TET2 TFAP2A TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGIF1 THOC6 TINF2 TJP2 TLR2 TLR4 TMEM138 TMEM216 TMEM218 TMEM231 TMEM237 TMEM270 TMEM67 TMEM94 TMPRSS6 TMTC3 TNFAIP3 TNFRSF13B TNFRSF13C TNFRSF1A TNFSF12 TNFSF15 TNPO3 TNRC6B TNXB TOGARAM1 TOM1 TP53 TP53RK TP63 TPRKB TRAPPC11 TREH TREX1 TRIP13 TRMT5 TSR2 TTC12 TTC26 TTC7A TTR TUBA1A TWIST1 TWIST2 TWNK TYMP TYMS TYR UBA2 UBAC2 UBE2T UBE3B UBE4B UBR1 UFD1 UNC13D UNC45A UPB1 UROD UROS USB1 USF3 USP9X VAC14 VANGL1 VARS1 VPS35L VPS37D VPS51 VWF WAC WAS WASHC5 WBP11 WDR35 WDR4 WDR73 WFS1 WIPF1 WNT2B WNT3 WNT4 WNT7A WNT7B WNT9B WRAP53 WT1 WWOX XIAP XRCC2 XRCC4 XYLT2 YRDC YY1 ZAP70 ZBTB24 ZBTB7A ZEB2 ZFPM2 ZIC2 ZIC3 ZMPSTE24 ZMYND10 ZNF423 ZNF699 ZPR1 HP_ABNORMALITY_OF_DNA_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_DNA_REPAIR AARS1 CARS1 DDB2 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 FANCA FANCC FANCD2 FANCE GTF2E2 GTF2H5 MPLKIP RNF113A TARS1 XPA XPC HP_ABNORMALITY_OF_ENDOCRINE_PANCREAS_PHYSIOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_ENDOCRINE_PANCREAS_PHYSIOLOGY ABCC8 CCND1 CDKN1A CDKN1B CDKN2B CDKN2C DIS3L2 EIF2AK3 FAH GCGR GCK GLUD1 GPC3 GPC4 HAMP HJV HNF1B HNF4A INS INSR KCNJ11 LBR MAFA MEN1 PAX4 PDX1 SLC16A1 STAT3 UCP2 VHL YY1 HP_ABNORMALITY_OF_ENTERIC_NERVOUS_SYSTEM_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_ENTERIC_NERVOUS_SYSTEM_MORPHOLOGY ABCD1 ACTG2 AHI1 APC2 ARL13B ARL3 ARL6 ARMC9 ARVCF ARX ASCL1 ATP7A ATRX B9D1 B9D2 BBS1 BCOR BDNF BRCA1 BRCA2 BRIP1 CBY1 CC2D2A CCDC28B CEP104 CEP120 CEP290 CEP41 COMT CPLANE1 CSPP1 DDX3X DDX59 DHCR7 ECE1 EDN3 EDNRB ERBB2 ERBB3 ERCC4 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FOXF1 GATA1 GDNF GP1BB HIRA HYLS1 IFT74 INPP5E JMJD1C KATNIP KIAA0586 KIAA0753 KIFBP KIT KITLG KRAS L1CAM LBX1 MAD2L2 MBTPS2 MITF MKKS MKS1 MYO1H NAA10 NPHP1 NRTN NSD1 OFD1 PALB2 PAX3 PDE6D PGAP2 PGAP3 PHOX2B PIBF1 PIGL PIGN PIGO PIGV PIGW PIGY RAD51 RAD51C RET RFWD3 RMRP RPGRIP1L RREB1 SALL4 SEC24C SEMA3C SEMA3D SETBP1 SETD2 SF3B4 SH2B1 SLC6A8 SLX4 SMO SNAI2 SOX10 SREBF1 SUFU TBX1 TCF4 TCTN1 TCTN2 TCTN3 TMEM138 TMEM216 TMEM218 TMEM231 TMEM237 TMEM67 TOGARAM1 TTR TUBA1A TYR UBE2T UFD1 XRCC2 ZEB2 ZNF423 HP_ABNORMALITY_OF_EXOCRINE_PANCREAS_PHYSIOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_EXOCRINE_PANCREAS_PHYSIOLOGY ABCC8 APPL1 ARX ATP6AP1 BLK BRCA1 BRCA2 CCDC47 CDKN2A CEACAM3 CEACAM6 CEL CFTR CLCA4 CNOT1 COX4I2 CTNS CTRC DCTN4 DNAJC21 EDNRA EFL1 EIF2AK3 FCGR2A FOCAD GATA6 GCK GCLC GSTM3 HFE HMOX1 HNF1A HNF1B HNF4A INS JAG1 KCNJ11 KCNN4 KLF11 KRAS MADD MIF NEUROD1 NSD2 OFD1 PALB2 PALLD PAX4 PDX1 PRIM1 PRSS1 PRSS2 PTF1A PTRH2 PUF60 RABL3 SBDS SCNN1A SCNN1B SERPINA1 SLC11A1 SLC26A9 SLC6A14 SLC9A3 SMAD4 SPINK1 SRP54 STAT3 STX1A TGFB1 TP53 TRMT5 UBR1 YARS1 HP_ABNORMALITY_OF_EXTRAPYRAMIDAL_MOTOR_FUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_EXTRAPYRAMIDAL_MOTOR_FUNCTION ABCA7 ACAT1 ACD ACTA1 ADAR ADGRV1 ADH1C AFG3L2 ALG13 ALS2 AOPEP AP5Z1 APOE APP ARHGEF9 ASNS ATL1 ATN1 ATP13A2 ATP1A3 ATP2B3 ATP5MK ATP6AP2 ATP7B ATXN1 ATXN10 ATXN2 ATXN3 ATXN7 ATXN8OS BAP1 BAZ1B BCL7B BOLA3 BRAT1 BUD23 C19orf12 C9orf72 CACNA1I CAMK2B CAT CDK4 CDKN2A CDKN2B CHCHD10 CHCHD2 CHMP2B CLIP2 CLN3 CLN6 CLPB CLTC COASY COQ2 CP CSF1R CTC1 CTSF CYP27A1 DCAF17 DCTN1 DDB2 DDC DENND5A DHDDS DNAJC12 DNAJC13 DNAJC30 DNAJC5 DNAJC6 DPYS EARS2 EIF2AK1 EIF2AK2 EIF4G1 EIF4H ELN ERCC2 ERCC3 ERCC4 ERCC5 ETHE1 FA2H FARS2 FBXO7 FGF13 FKBP6 FKTN FLRT1 FMR1 FTL FUS GABRA1 GABRD GABRG2 GAMT GBA1 GBE1 GCH1 GIGYF2 GLB1 GLRA1 GLRB GLUD2 GM2A GPHN GRIA4 GRN GTF2I GTF2IRD1 GTF2IRD2 HCN1 HEXA HEXB HIKESHI HLA-DQB1 HPRT1 HTRA1 HTRA2 HTT IFIH1 IMPDH2 JAM2 JPH3 KBTBD13 KCNC3 KCNN2 KIF5A KLC2 KLHL41 L2HGDH LIMK1 LIPT1 LRRK2 LSM11 LYST MAPT MC1R MECP2 MED11 METTL27 MGMT MICU1 MINPP1 MITF MLXIPL MMACHC MPO MT-TT MTHFS MYORG MYPN NAGA NCF1 NDUFS7 NEB NFU1 NOS3 NOTCH3 NR4A2 OPA3 PANK2 PARK7 PCBD1 PCDH19 PDE10A PDE8B PDGFB PDGFRB PET117 PIDD1 PINK1 PLA2G6 PLAA PLAU PLP1 PODXL POLG POLG2 POT1 PPP2R2B PRDX1 PRDX3 PRKAR1B PRKN PRKRA PRNP PSAP PSEN1 PSEN2 PTS PURA RAB39B RARS1 RBM10 RFC2 RNASEH2A RNASEH2B RNASEH2C RNU7-1 RRM2B SAMD9L SAMHD1 SCN1A SCN1B SCN2A SCN9A SERAC1 SERPINI1 SIGMAR1 SLC16A2 SLC18A2 SLC20A2 SLC25A4 SLC2A1 SLC2A3 SLC30A10 SLC39A14 SLC6A3 SLC6A5 SLC6A9 SNCA SNCAIP SNCB SNORD118 SOD1 SORL1 SPG11 SPG21 SPR SPTLC1 SQSTM1 STUB1 STX1A STX1B SYNE1 SYNJ1 SYT1 TACO1 TAF1 TANGO2 TARDBP TBC1D24 TBK1 TBL2 TBP TENM4 TERF2IP TERT TH TK2 TMEM106B TMEM240 TMEM270 TNIK TNR TOMM40 TPM2 TPM3 TRAK1 TREM2 TREX1 TRPM7 TSEN2 TSEN54 TSPOAP1 TSPYL1 TTC19 TWNK UBAP1 UBTF UCHL1 UQCRC1 UQCRQ VCP VPS13A VPS13C VPS35 VPS37D WARS2 WDR45 WDR73 XPA XPC XPR1 ZFYVE26 ZMYM2 ZNF592 HP_ABNORMALITY_OF_FACIAL_ADIPOSE_TISSUE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_FACIAL_ADIPOSE_TISSUE CIDEC ERCC6 ERCC8 KCNJ6 LMNA LMNB2 POLR3A PPARG PSMB8 ZMPSTE24 HP_ABNORMALITY_OF_FACIAL_MUSCULATURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_FACIAL_MUSCULATURE ABCA1 ABCD1 ACADS ACTA1 ACTN2 ADA2 ADCY5 ADCY6 ADGRG1 ADNP ADSS1 AGRN AK9 AKT1 ALG14 ALG2 ALS2 AMER1 AMPD2 ANKH ANO5 ANTXR1 ANXA11 AP4B1 AP4E1 AP4M1 AP4S1 ASAH1 ASXL1 ATP13A2 ATP1A2 ATP1A3 ATP6AP2 ATXN1 BAG3 BAP1 BICRA BIN1 BMS1 BTNL2 CACNA1A CACNA1S CADM3 CAMK2G CAPN3 CC2D1A CFL2 CHAMP1 CHAT CHCHD10 CHD7 CHKB CHRNA1 CHRNB1 CHRND CHRNE CHRNG CLCF1 CLCN7 CLTC CNBP CNTNAP1 COL12A1 COL13A1 COL25A1 COL4A1 COL6A1 COL6A2 COL6A3 COLQ COX6A2 CRLF1 CRPPA CRYAB DBH DCTN1 DDHD2 DES DLL4 DMPK DNAJB6 DNAJC13 DNAJC6 DNM1L DNM2 DNMT3B DOK7 DPAGT1 DSE DYNC1H1 EBF3 EIF4G1 EYA1 FBXO7 FKRP FKTN FLNC FRG1 FTL GAA GAN GBA1 GDAP1 GFPT1 GIGYF2 GIPC1 GJA1 GJC2 GLE1 GMPPB GNE GPC3 GPC4 GRIA3 GSN HACD1 HERC1 HK1 HLA-DRB1 HOXB1 IRF2BPL IRF6 ITGA7 ITGB4 JAG2 JAM2 KBTBD13 KCNK4 KCNK9 KDM4B KDM5C KIF1B KLHL40 KLHL41 KMT2D KY LAMA2 LAMB2 LARGE1 LGI3 LMOD3 LPIN1 LRIF1 LRP12 LRP4 LRP5 LRRK2 MAN2B1 MAP3K20 MB MECP2 MEGF10 MGME1 MPZ MSTO1 MSX1 MT-CO1 MT-CO3 MT-TE MT-TN MT-TS1 MTM1 MTMR14 MTMR2 MTRFR MUSK MYH7 MYL1 MYL2 MYMK MYMX MYO9A MYOT MYPN NARS2 NEB NECTIN1 NEFL NF2 NFU1 NGLY1 NOD2 NOTCH2NLC NUTM2B-AS1 OBSCN OGDHL OPA1 OSTM1 PABPN1 PAX7 PCGF2 PDGFB PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PI4KA PIK3CA PLA2G6 PLAA PLEC PLXND1 PNPT1 PODXL POGZ POLG POLG2 POMT1 POMT2 POU3F3 PPP2R1A PPP2R2B PPP2R5D PRDX3 PRKCG PRRT2 PTDSS1 PTRH2 PUF60 PURA RAB11B RAPSN REV3L RILPL1 RNASEH1 RRM2B RYR1 RYR3 SALL4 SATB2 SBF2 SCN1A SCN4A SCO2 SELENON SEMA3E SET SF3B2 SGCD SH3TC2 SHMT2 SIX1 SIX5 SLC12A6 SLC18A2 SLC18A3 SLC19A3 SLC1A3 SLC25A1 SLC25A21 SLC25A4 SLC25A42 SLC30A10 SLC30A9 SLC39A14 SLC52A2 SLC52A3 SLC5A7 SLC6A3 SMARCB1 SMARCE1 SMCHD1 SMO SNAP25 SNCA SNX10 SOST SPEG SPR SPTBN2 SPTBN4 SQSTM1 SRPX2 STAC3 STAG2 STRADA SUCLA2 SUFU SUPT16H SURF1 SYNE1 SYNJ1 SYT2 TCIRG1 TECPR2 TERT TET3 TFAP2A TGFB1 TK2 TNFSF11 TNNC2 TNNT1 TOR1A TP63 TPM2 TPM3 TRAF7 TREX1 TRIM32 TRPV4 TTN TUBB3 TUBB6 TWNK TXNL4A UBA1 UBA2 UBE2T UNC80 VAMP1 VCP VPS13B VPS35 XRCC2 XYLT2 YARS1 YME1L1 YY1 ZBTB11 ZC4H2 ZFHX4 ZMIZ1 HP_ABNORMALITY_OF_FACIAL_SOFT_TISSUE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_FACIAL_SOFT_TISSUE ABCA1 ABCD1 ACADS ACTA1 ACTB ACTG1 ACTN2 ACTN4 ADA2 ADAMTS2 ADCY5 ADCY6 ADGRG1 ADNP ADSS1 AGRN AIP AK9 AKT1 ALB ALG14 ALG2 ALS2 AMER1 AMPD2 ANAPC1 ANGPT1 ANKFY1 ANKH ANLN ANO5 ANTXR1 ANXA11 AP4B1 AP4E1 AP4M1 AP4S1 APOL1 ARHGAP24 ARHGDIA ASAH1 ASXL1 ATP13A2 ATP1A2 ATP1A3 ATP6AP2 ATXN1 BAG3 BAP1 BAZ1B BCL7B BICRA BIN1 BMS1 BTNL2 BUD23 CACNA1A CACNA1S CADM3 CAMK2G CAMTA1 CAPN3 CC2D1A CCBE1 CCDC22 CD2AP CD96 CDH11 CFL2 CHAMP1 CHAT CHCHD10 CHD7 CHKB CHRNA1 CHRNB1 CHRND CHRNE CHRNG CIDEC CLCF1 CLCN7 CLIP2 CLTC CNBP CNTNAP1 COL12A1 COL13A1 COL1A1 COL25A1 COL4A1 COL4A3 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 COLQ COQ8B COX6A2 CRB2 CRLF1 CRPPA CRYAB CTLA4 DAAM2 DBH DCTN1 DDHD2 DES DHCR7 DHX30 DLL4 DMPK DNAJB6 DNAJC13 DNAJC30 DNAJC6 DNM1L DNM2 DNMT3B DOK7 DPAGT1 DPYSL5 DSE DUOX2 DUOXA2 DUX4 DUX4L1 DYNC1H1 EBF3 EIF4G1 EIF4H ELN EMP2 EPHB4 ERCC6 ERCC8 ESCO2 EYA1 F12 FBXO7 FKBP6 FKRP FKTN FLNC FOXG1 FRG1 FRMD4A FTL GAA GAN GAPVD1 GBA1 GDAP1 GFPT1 GIGYF2 GIPC1 GJA1 GJC2 GLE1 GLI3 GMPPB GNA14 GNAQ GNE GNPTAB GPC3 GPC4 GPR101 GRIA3 GSN GTF2I GTF2IRD1 GTF2IRD2 HACD1 HAVCR2 HERC1 HESX1 HK1 HLA-DPA1 HLA-DPB1 HLA-DRB1 HOXB1 HRAS HS3ST6 IFNG IGSF3 INF2 IRF2BPL IRF6 ITGA7 ITGB4 IYD JAG2 JAM2 KAT6A KBTBD13 KCNJ6 KCNK4 KCNK9 KCTD1 KDM4B KDM5C KIF1A KIF1B KLHL40 KLHL41 KLLN KMT2D KNG1 KNSTRN KPTN KRAS KRT17 KY LAMA2 LAMB2 LARGE1 LGI3 LHX3 LHX4 LIMK1 LMNA LMNB2 LMOD3 LPIN1 LRIF1 LRP12 LRP4 LRP5 LRRK2 LTBP4 MAGI2 MAN2B1 MAP3K20 MB MECP2 MED12L MEGF10 MEN1 METTL27 MGAT2 MGME1 MLH1 MLXIPL MPZ MSH2 MSH6 MSTO1 MSX1 MT-CO1 MT-CO3 MT-TE MT-TN MT-TS1 MTM1 MTMR14 MTMR2 MTRFR MUSK MYD88 MYH7 MYL1 MYL2 MYMK MYMX MYO1E MYO9A MYOF MYOT MYPN NARS2 NCF1 NEB NECTIN1 NEFL NEU1 NF2 NFU1 NGLY1 NLRP1 NOD2 NOTCH2NLC NPHS1 NPHS2 NRAS NUP107 NUP133 NUP160 NUP205 NUP37 NUP85 NUP93 NUTM2B-AS1 OBSCN OGDHL OPA1 OSTM1 PABPN1 PAX2 PAX7 PCGF2 PDGFB PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PI4KA PIEZO1 PIK3CA PIK3CD PLA2G6 PLAA PLCD1 PLCE1 PLEC PLG PLXND1 PNPT1 PODXL POGZ POLG POLG2 POLR3A POMP POMT1 POMT2 POR POU1F1 POU3F3 POU4F1 PPARG PPP1CB PPP2R1A PPP2R2B PPP2R5D PRDX3 PRKCG PROP1 PRRT2 PRTN3 PSMB4 PSMB8 PSMB9 PSPH PTDSS1 PTEN PTPN22 PTPRO PTRH2 PUF60 PURA RAB11B RAPSN RASA1 RBM8A RECQL4 REV3L RFC2 RILPL1 RIN2 RNASEH1 RRM2B RYR1 RYR3 SALL4 SATB2 SBF2 SCN1A SCN4A SCO2 SDHB SDHC SDHD SEC23B SELENON SEMA3E SERPING1 SET SETBP1 SF3B2 SGCD SH3TC2 SHANK3 SHMT2 SIX1 SIX5 SLC12A6 SLC18A2 SLC18A3 SLC19A3 SLC1A3 SLC25A1 SLC25A21 SLC25A4 SLC25A42 SLC26A2 SLC29A3 SLC30A10 SLC30A9 SLC35C1 SLC39A14 SLC52A2 SLC52A3 SLC5A5 SLC5A7 SLC6A3 SMARCB1 SMARCE1 SMCHD1 SMO SNAP25 SNCA SNX10 SNX14 SOST SOX18 SPEG SPR SPTBN1 SPTBN2 SPTBN4 SQSTM1 SRD5A3 SRPX2 STAC3 STAG2 STRADA STX1A SUCLA2 SUFU SUMF1 SUPT16H SURF1 SYNE1 SYNJ1 SYT2 TBC1D8B TBL2 TCIRG1 TECPR2 TERT TET3 TFAP2A TG TGFB1 TGFBI TK2 TMEM270 TNFRSF1A TNFSF11 TNNC2 TNNT1 TOR1A TP63 TPM2 TPM3 TPO TPP2 TRAF7 TREX1 TRIM32 TRPC6 TRPM3 TRPV4 TSC1 TSC2 TSHB TTN TUBB3 TUBB6 TWNK TXNL4A UBA1 UBA2 UBE2T UNC80 USF3 VAMP1 VCP VPS13B VPS35 VPS35L VPS37D WASHC5 WT1 XPNPEP2 XRCC2 XYLT2 YARS1 YME1L1 YY1 ZBTB11 ZC4H2 ZFHX4 ZMIZ1 ZMPSTE24 ZNHIT3 HP_ABNORMALITY_OF_FEMALE_EXTERNAL_GENITALIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_FEMALE_EXTERNAL_GENITALIA ACTB AGPAT2 AR ARID1B ATIC ATR B3GLCT BRD4 BSCL2 CASZ1 CAV1 CAVIN1 CBX2 CCNQ CD96 CDC45 CDC6 CDT1 CEP152 CHD7 CHRNG COX7B CTCF CXCR4 CYP11A1 CYP11B1 CYP19A1 DHCR24 DHCR7 DHH DHX37 DMRT3 DVL1 DVL3 ECEL1 ESCO2 ESR2 FDXR FGFR2 FIG4 FOS FRAS1 FREM2 FZD2 GABRD GAD1 GATA4 GMNN GRIP1 HCCS HDAC8 HERC2 HNRNPR HSD3B2 HSPG2 HYMAI INSR IRF6 ISL1 KAT6B KCNAB2 LIG4 LIPE LMNA LUZP1 MAGEL2 MAP3K1 MED25 MINPP1 MKRN3 MKS1 MMP23B MOGS MYH3 NDN NDUFB11 NIPBL NPAP1 NR0B1 NR3C1 NR5A1 NSUN2 NXN OCA2 ORC1 ORC4 ORC6 PCNT PDE4D PDPN PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PLAGL1 PMM2 POC1A POR PORCN PPARG PPP1R12A PPP2R3C PRDM16 PRKAR1A PRKCZ PWAR1 PWRN1 RAB18 RAB3GAP1 RAB3GAP2 RAC3 RAD21 RERE RIPK4 ROR2 RSPO1 SEMA3E SETBP1 SIM1 SKI SLC25A24 SMARCA2 SMC1A SMC3 SMCHD1 SNORD115-1 SNORD116-1 SNRPN SOX9 SPECC1L SPEN SRY TALDO1 TBC1D20 TBX15 TNXB TOE1 TP63 TRAIP TWIST2 UBE3B UBE4B UBR1 VAC14 VAMP7 WNT5A WT1 WWOX ZFPM2 HP_ABNORMALITY_OF_FEMUR_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_FEMUR_MORPHOLOGY ABCC9 ACAN ACTB ACVR1 ADAMTS2 ADAMTSL2 AFF3 AGPS AIFM1 ALG12 AMMECR1 ANKH ARCN1 ARID1B ARSL ATP6V0A2 ATP7A ATRX B3GALT6 B4GALT7 BCR BGN BHLHA9 BICD2 BMP1 BMPR1B BRCA1 BRCA2 BRF1 BRIP1 CAMK2A CANT1 CBFB CCDC47 CCN6 CDC6 CFAP410 CHD4 CHD7 CHEK2 CHST3 CLCN5 CLCN7 COG1 COG4 COG8 COL10A1 COL11A1 COL11A2 COL1A1 COL1A2 COL27A1 COL2A1 COL9A1 COL9A2 COL9A3 COMP CPLANE1 CREBBP CRKL CRTAP CSF1R CSGALNACT1 CSPP1 CTC1 CYP27A1 CYP27B1 CYP2R1 DDRGK1 DLK1 DMP1 DNAJC21 DUOX2 DUOXA2 DVL1 DVL3 DYM DYNC2H1 DYNC2I1 EED EFL1 EIF2AK3 ENPP1 EP300 ERCC4 ERCC6 EXOC6B EXT1 EXT2 EXTL3 EZH2 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FBN1 FGFR2 FGFR3 FIBP FKBP10 FLNA FLNB FN1 FUCA1 FZD2 GALNS GBA1 GDF5 GJA1 GJB2 GJB6 GLA GLB1 GLI3 GNAS GNPTAB GNPTG GORAB GPC6 GTF2E2 HDAC4 HESX1 HNRNPH1 HNRNPK HNRNPR HS2ST1 HSPA9 HSPG2 IARS2 IDUA IFIH1 IFNGR1 IFT140 IHH INPP5K IYD KCNJ8 KDELR2 KIAA0586 KIF22 KIFBP LAMA5 LBR LEMD2 LEMD3 LHX3 LHX4 LIFR LMNA LMX1B LRP5 LTBP3 LYSET MAD2L2 MADD MAN2B1 MAPK1 MATN3 MBTPS1 MEG3 MEGF8 MGAT2 MMP13 MMP9 MTHFS MTX2 NANS NEK8 NEK9 NEPRO NFIX NGLY1 NKX3-2 NRCAM ORC1 ORC6 OTUD5 P3H1 PALB2 PAM16 PCNT PCYT1A PDE4D PEX5 PHEX PI4KA PIK3C2A PLEKHM1 PLOD2 PLOD3 POC1A POLR1A POLR3A POP1 POR POU1F1 PRG4 PRKG2 PROP1 PSAP PTH1R PUF60 RAB23 RAB33B RAB3GAP2 RAD21 RAD51 RAD51C RASA1 RB1 RBM8A RET RFWD3 RINT1 RMRP RNU4ATAC RPL13 RPS6KA3 RSPRY1 RTL1 RUNX2 SALL4 SBDS SCARF2 SEMA3E SERPINF1 SERPINH1 SETBP1 SGMS2 SHOX SIL1 SKIC3 SLC10A7 SLC12A2 SLC26A2 SLC2A10 SLC31A1 SLC34A3 SLC35A2 SLC35B2 SLC39A13 SLC5A5 SLX4 SMARCAL1 SOX9 SRCAP SRP54 STXBP1 SUCLG1 TAPT1 TBX15 TBX4 TBXAS1 TCIRG1 TENT5A TG TGDS TGFB1 TGFB3 TINF2 TMEM38B TMEM53 TMEM67 TNFRSF11A TNFRSF11B TONSL TP53 TPO TRAF3IP1 TRAPPC2 TREX1 TRIP11 TRPS1 TRPV4 TRPV6 TSHB TSHR UBE2T UBE3C UFC1 UFSP2 UNC45A VDR WNT5A WNT7A XRCC2 XYLT1 XYLT2 ZMPSTE24 HP_ABNORMALITY_OF_FIBULA_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_FIBULA_MORPHOLOGY AFF3 AFF4 AMER1 ATP7A ATR BGN BHLHA9 BMPR1B CANT1 CCDC47 CEP120 CILK1 CLCN5 COG4 COL11A1 COL11A2 COL2A1 CPLANE1 CYP27B1 CYP2R1 DDR2 DDRGK1 DYNC2H1 EIF4A3 EXT1 EXT2 FGFR2 FGFR3 FLNA FLNB FZD2 GDF5 GLI3 GPC6 GPX4 IFT122 IHH INPPL1 INTU LMBR1 MET MTX2 NANS NOTCH2 PAPPA2 PHEX POR PTH1R RBM8A SERPINH1 SF3B4 SHH SHOX SLC34A3 SLC35D1 SMOC1 SOX9 TAPT1 TBX15 VDR WNT7A HP_ABNORMALITY_OF_FLUID_REGULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_FLUID_REGULATION ABCA12 ABCA3 ABCC6 ABCC8 ABCC9 ACAD8 ACAD9 ACADM ACAT1 ACP5 ACSF3 ACTA1 ACTB ACTC1 ACTG1 ACTN4 ADA ADA2 ADAMTS2 ADAMTS3 ADARB1 AGBL1 AGGF1 AGR2 AGXT AHCY AIP AK2 AKT1 ALB ALG1 ALG12 ALG14 ALG8 ALG9 ALOX12B ALOXE3 ALPK3 ANAPC1 ANGPT1 ANGPT2 ANKFY1 ANKH ANKRD55 ANLN ANTXR1 ANTXR2 AP1S3 APC2 APOA1 APOE APOL1 AQP2 ARHGAP24 ARHGDIA ARHGEF18 ARL3 ARSL ASAH1 ASL ASPRV1 ASS1 ATN1 ATP1A2 ATP1A3 ATP6V0A4 ATP7B ATRX AVPR2 B2M B4GALT1 BAP1 BAZ1B BCKDHA BCKDHB BCL2 BCL6 BCL7B BLNK BLTP1 BMP2 BMP6 BMPER BMPR1A BRAF BRD4 BSND BTNL2 BUB1 BUB1B BUB3 BUD23 C1QBP C4A CA12 CACNA1A CALCRL CAMTA1 CARS2 CASP10 CAV1 CBL CCBE1 CCDC88A CCN6 CCND1 CCR1 CD244 CD247 CD28 CD2AP CD46 CD55 CD79A CD79B CDAN1 CDC42 CDH11 CDH23 CDK5 CDKN1A CDKN1B CDKN2B CDKN2C CELSR1 CEP57 CFH CFI CFTR CHD7 CHEK2 CHRNA1 CHRND CHRNG CIITA CITED2 CLCNKA CLCNKB CLIP2 CLMP CLPB COG6 COL11A1 COL1A1 COL1A2 COL2A1 COL4A3 COL5A1 COL5A2 COL8A2 COQ8B COX16 CPN1 CPS1 CPSF3 CPT2 CRB2 CRLS1 CSGALNACT1 CTLA4 CTNNB1 CTNS CTRC CTSA CYBB CYBC1 CYC1 CYP11A1 CYP11B2 CYP24A1 CYP4F22 CYP4V2 DAAM2 DBH DBT DCHS1 DCLRE1C DDR2 DEF6 DHCR7 DHDDS DHPS DHX30 DIS3L2 DNAJC30 DNASE1L3 DNMT1 DNMT3B DOHH DOK7 DPAGT1 DSP DUOX2 DUOXA2 DUX4 DUX4L1 DYNC2H1 DYNC2I1 DYNC2I2 DYSF EBP EGFR EHHADH EIF2AK3 EIF2AK4 EIF4H ELN EMP2 ENG ENPP1 EPB41 EPCAM EPHB4 ERAP1 ERBB3 ERCC5 ERCC6 F12 F8 FARSB FAS FASLG FAT4 FCGR2A FECH FGA FGB FGFR3 FGG FIBP FIG4 FKBP6 FLNB FLNC FLT4 FN1 FOCAD FOXC2 FOXF1 FOXG1 FRG1 FRMD4A FSHR FZD4 GAA GAPVD1 GATA1 GATA2 GATA4 GATA6 GATB GATC GATM GBA1 GBE1 GCK GJC2 GLA GLB1 GLE1 GNAQ GNB2 GNPTAB GPC6 GPR101 GPR35 GRHL2 GRIP1 GSN GTF2I GTF2IRD1 GTF2IRD2 GUSB GYPC HADHA HAVCR2 HBA1 HBA2 HDAC8 HEATR3 HELLPAR HESX1 HFE HGD HLA-A HLA-B HLA-DPA1 HLA-DPB1 HLA-DRB1 HMGCL HNRNPK HPGD HRAS HS3ST6 HSD3B2 HSPG2 HYMAI IDH3A IFIH1 IFNGR1 IFT140 IFT80 IGHM IGLL1 IGSF3 IKBKG IL10 IL12A IL12A-AS1 IL1RN IL23R IL2RA IL2RB IL2RG IL36RN IL6 IL7R INF2 INPPL1 INS IRAK1 IRF4 ITK IVD IYD JAG1 KAT6A KCNJ1 KCNJ11 KCNN4 KCNQ2 KCTD1 KIAA0586 KIAA1549 KIF11 KIF1A KIF20A KIF7 KIT KLF1 KLHL40 KLHL41 KLHL7 KLRC4 KNG1 KNSTRN KPTN KRAS KRT13 KRT2 LACC1 LAMA2 LAMA3 LAMB2 LAMB3 LAMC2 LARS2 LBR LCT LHX3 LHX4 LIAS LIG4 LIMK1 LIPN LMOD3 LPIN2 LRP5 LRPPRC LRRC8A LTBP4 LYST LYZ LZTR1 MAGEL2 MAGI2 MAP2K1 MAP2K2 MAPK1 MAPRE2 MCEE MCM10 MDFIC MECOM MED12L MEFV MEN1 METTL27 MFRP MGAT2 MIF MKKS MLXIPL MMAA MMAB MMACHC MMUT MOGS MPI MRAS MRPS16 MRPS22 MRPS28 MST1 MT-CYB MTO1 MUSK MVK MYBPC3 MYD88 MYH6 MYL11 MYLK MYO1E MYO5B MYOF MYPN NAA10 NAGA NARS2 NAXD NAXE NCF1 NDN NDP NDUFAF6 NDUFB10 NDUFS4 NEB NEK1 NEK9 NEU1 NEUROG3 NFKBIA NFKBIL1 NIPAL4 NIPBL NKX2-5 NKX2-6 NLRP3 NOD2 NOS1AP NOS3 NPHS1 NPHS2 NR0B1 NR1H4 NR2E3 NR3C1 NR3C2 NRAS NRL NSD1 NSF NUP107 NUP133 NUP160 NUP205 NUP37 NUP85 NUP93 OCA2 OCRL ODC1 OSGEP OTC OTULIN OVOL2 PAX2 PBX1 PCCA PCCB PDE6G PDGFRB PDSS2 PDX1 PERCC1 PEX2 PEX5 PHGDH PIEZO1 PIGA PIGN PIK3CA PIK3CD PIK3R1 PKHD1 PKLR PLAA PLAGL1 PLCE1 PLCG2 PLD1 PLG PLVAP PLXND1 PMM2 POLG POLG2 POMGNT1 POMP POU1F1 POU4F1 PPP3CA PRF1 PRKAG2 PRKAR1A PRKCD PROP1 PRPF31 PRPF8 PRPH2 PRRT2 PRSS1 PRSS2 PRTN3 PSAT1 PSMB4 PSMB9 PSMG2 PSPH PTEN PTH1R PTPN11 PTPN14 PTPN2 PTPN22 PTPRO QRSL1 RAD21 RAF1 RAG1 RAG2 RANBP2 RASA1 RASA2 RASGRP1 RB1 RBM8A RDH5 RECQL4 REEP6 RELN RFC2 RHD RHO RIN2 RIT1 RLBP1 RMRP RNF13 RNU7-1 RP1L1 RP9 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RRAS RRAS2 RRM2B RYR1 SAT1 SCARB2 SCN1A SCN4A SCN5A SCNN1A SCNN1B SCNN1G SDR9C7 SEMA4D SERPING1 SETD2 SFTPB SFTPC SGPL1 SHANK3 SLC12A1 SLC17A5 SLC1A3 SLC22A4 SLC22A5 SLC25A13 SLC25A4 SLC26A2 SLC26A3 SLC29A3 SLC34A1 SLC34A2 SLC35C1 SLC35D1 SLC39A7 SLC4A1 SLC4A11 SLC5A1 SLC5A2 SLC5A5 SLCO2A1 SMAD4 SMC1A SMC3 SMCHD1 SMS SNRPN SNX14 SOS1 SOS2 SOX18 SPG11 SPI1 SPINK1 SPINK5 SPP1 SPRED2 SPTA1 SPTB SPTBN1 STAG1 STAT3 STAT4 STX11 STX1A STX3 SULT2B1 SUMF1 SYK TALDO1 TAPT1 TBC1D8B TBK1 TBL2 TBX20 TCF3 TCF4 TEK TG TGFB1 TGFBI TGM1 THSD1 TICAM1 TIE1 TLL1 TLR3 TLR4 TMEM260 TMEM270 TMPRSS15 TNFRSF11B TNFRSF1A TNFRSF1B TNNI3 TNNT2 TP53 TPO TPRKB TRAF3 TRAPPC2 TREX1 TRIM37 TRIP11 TRIP13 TRPC6 TSC1 TSC2 TSHB TSHR TSPAN12 TSR2 TTC26 TTR TUBB TWNK TXNDC15 UBAC2 UBR1 UNC45A UNC93B1 UROD UROS USB1 USP18 USP48 USP8 VAC14 VEGFC VHL VPS33B VPS37D VPS51 VSX1 WDR35 WNT7A WT1 XPNPEP2 XYLT2 ZEB1 ZFP57 ZNF408 ZNFX1 ZNHIT3 HP_ABNORMALITY_OF_FOLATE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_FOLATE_METABOLISM AMN CUBN DHFR FTCD HLA-DQA1 HLA-DQB1 OTUD5 PNPLA8 SLC46A1 SPTBN1 TCN2 ZNF699 HP_ABNORMALITY_OF_FONTANELLES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_FONTANELLES ACE ACTA1 ACTB ACTG1 ADAMTS2 AGT AGTR1 ALDH18A1 ALG1 ALG8 ALG9 ALPL AMER1 ANKRD11 ANTXR1 ARX ASPA ASXL3 ATP6V0A2 ATP6V1A ATP6V1E1 ATP7A ATR ATRX B3GLCT BANF1 BMPER CAV1 CBFB CCDC22 CDC45 CDH11 CDKN1C CHST14 CHUK CLCN3 COG4 COL11A1 COL11A2 COL1A1 COL1A2 COX5A CREBBP CRTAP CTSD CTSK CYP27B1 CYP2R1 DCHS1 DDR2 DDX3X DICER1 DLK1 DPYSL5 DSE DUOX2 DUOXA2 DVL1 EBP EFEMP2 EP300 ERCC1 ETFA ETFB ETFDH FAM111A FAM20C FAT4 FBLN5 FGFR2 FGFR3 FIG4 FLNA FOXE1 GH1 GJA1 GLI3 GLIS3 GNPAT GNPTAB GPX4 GRB10 H19 HDAC4 HESX1 HNF1B HOXD13 HPGD HRAS HSD17B4 HYMAI IFT140 IGF2 INPPL1 INTU IYD KCNQ1 KCNQ1OT1 KIF7 KLF1 KLHL40 KLHL41 LHX1 LHX3 LHX4 LIG4 LMNA LMOD3 LRP2 LTBP1 LTBP4 MAF MASP1 MED12 MEG3 MID1 MMP2 MPDU1 MSX2 MTOR MVK MYCN NAA10 NCAPG2 NDE1 NDUFAF3 NEB NEPRO NFASC NKX2-1 NKX2-5 NLRP3 NPHP3 NSMCE3 NSUN2 ORC1 P3H1 PAM16 PAX8 PCGF2 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PIEZO2 PIGA PIGQ PLAGL1 POLR3A POR POU1F1 PPP2R5D PROP1 PTDSS1 PYCR1 RBM10 RECQL4 REN RNU12 RNU4ATAC ROR2 RPS6KA3 RTL1 RUNX2 SEC23A SETBP1 SH3PXD2B SHPK SIX2 SKI SLC25A19 SLC25A24 SLC26A4 SLC34A3 SLC5A5 SMC3 SMG9 SOX9 SPTBN1 TALDO1 TBCE TG TPO TSHB TSHR TWIST1 UBR1 USP7 VARS1 VDR VPS35L WNT5A WT1 ZIC1 ZMPSTE24 ZSWIM6 HP_ABNORMALITY_OF_FOVEAL_PIGMENTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_FOVEAL_PIGMENTATION APOE CFHR1 CFHR3 CTNNA1 HMCN1 IMPG1 RAB28 SLC38A8 HP_ABNORMALITY_OF_FRONTAL_SINUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_FRONTAL_SINUS AGA ALX1 ALX3 ATRX COL11A1 CTSK DNAI1 FLNA KCNJ2 MPDU1 NOTCH2 RUNX2 SFRP4 SIX2 TRIM37 HP_ABNORMALITY_OF_FUNDUS_PIGMENTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_FUNDUS_PIGMENTATION AIPL1 APC ARL6 BLOC1S6 CACNA1F CAPN5 CFAP418 CFH CFI CHM CLRN1 CNGA1 COL4A1 CRX EDNRB EFEMP1 EPG5 GGCX GPR143 GUCA1A GUCY2D IFNG KIF7 LAMB2 LRAT MC1R MITF MTTP MUTYH OCA2 PAX3 PDE6G POU3F4 PRPH2 RBP3 RDH5 RHO RLBP1 ROM1 SLC25A15 SLC45A2 SOX10 TSC1 TSC2 TYR HP_ABNORMALITY_OF_GLOBE_LOCATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_GLOBE_LOCATION AARS1 AASS ABCA12 ABCC9 ABCD4 ABL1 ACBD5 ACOX1 ACTA1 ACTA2 ACTB ACTG1 ACTL6B ACY1 ADA2 ADAMTS10 ADAMTS3 ADAT3 ADGRG6 ADK ADNP AFF3 AFF4 AGA AGL AGO2 AHDC1 AIFM1 AKT1 AKT3 ALDH18A1 ALDH6A1 ALG1 ALG13 ALG6 ALG8 ALG9 ALKBH8 ALMS1 ALPL ALX1 ALX3 ALX4 AMER1 ANAPC7 ANK1 ANKH ANKRD11 ANKRD17 ANTXR1 AP1G1 AP1S2 AP3B2 AP3D1 AP4S1 APC ARCN1 ARID1B ARNT2 ARVCF ASH1L ASNS ASPM ASXL1 ASXL2 ASXL3 ATAD3A ATN1 ATP6AP1 ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 ATRX ATXN3 AUTS2 AVP B3GALT6 B3GAT3 B3GLCT B4GALT1 B4GALT7 B9D1 B9D2 BANF1 BAP1 BBS7 BCAS3 BCL11B BCORL1 BCR BGN BICRA BLNK BLTP1 BMP2 BMPER BMPR1A BNC2 BPNT2 BPTF BRAF BRCA1 BRCA2 BRCC3 BRIP1 BRPF1 BUB1B C12orf57 CACNA1C CACNA1G CAMK2A CAMK2B CAMTA1 CANT1 CARS1 CASK CASZ1 CBL CC2D2A CCBE1 CCDC22 CCDC32 CCDC47 CCND2 CCNK CD79A CD79B CDC42 CDC42BPB CDC45 CDCA7 CDH1 CDH11 CDH2 CDK10 CDK13 CDK19 CDK5RAP2 CDKL5 CDKN1C CDON CENPF CENPJ CEP120 CEP290 CEP57 CHD3 CHD4 CHD7 CHD8 CHN1 CHRNA1 CHRNA7 CHRND CHRNG CHST14 CHST3 CHSY1 CILK1 CIT CITED2 CKAP2L CLCN3 CLCN6 CLCN7 CLP1 CNOT1 CNOT3 CNTN1 CNTNAP2 COA3 COG1 COG4 COL11A1 COL11A2 COL1A1 COL1A2 COL25A1 COL27A1 COL2A1 COL3A1 COL5A1 COLEC10 COLEC11 COMT COX14 COX5A COX7B COX8A CPLANE1 CPLX1 CRB1 CREBBP CRIPT CRKL CRPPA CRTAP CSGALNACT1 CSNK2A1 CSPP1 CTBP1 CTCF CTLA4 CTNND1 CTNND2 CTSK CTU2 CUX1 CYP27A1 DCHS1 DCLRE1B DCPS DDB1 DDR2 DDX3X DDX59 DDX6 DEAF1 DEF6 DHCR7 DHPS DHX37 DICER1 DIS3L2 DISP1 DLK1 DLL1 DLX4 DNAJC21 DNM1L DNMT3A DNMT3B DOCK6 DOK7 DPF2 DPH1 DPH2 DPH5 DPM1 DPM2 DPYD DPYSL5 DSE DUSP6 DVL1 DVL3 DYNC1I2 DYRK1A EBF3 EBP EDEM3 EED EEF1A2 EFEMP2 EFNB1 EHMT1 EIF2AK3 EIF5A ELMO2 ELN EMC1 EP300 EPB41L1 EPG5 ERCC1 ERCC2 ERCC3 ERCC4 ERCC6 ERCC8 ERF ERGIC1 ERMARD ESCO2 EVC EVC2 EXOC2 EXOSC2 EXOSC9 EXT2 EXTL3 EZH2 FAM111A FAM149B1 FAM20C FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAR1 FARSA FARSB FAT4 FBN1 FBXO11 FBXO31 FGD1 FGF17 FGF20 FGF3 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFRL1 FH FIBP FIG4 FKBP14 FLCN FLI1 FLII FLNA FLNB FLT4 FMR1 FN1 FOCAD FOXC1 FOXE3 FOXF1 FOXG1 FOXH1 FOXP1 FOXP2 FRA10AC1 FRAS1 FREM1 FREM2 FUCA1 FZD2 GABRD GAD1 GALNT2 GAS1 GATA1 GATA2 GATA4 GATA5 GATA6 GATAD2B GBA1 GDF1 GFRA1 GGT1 GJA1 GJA5 GJA8 GK GLB1 GLE1 GLI2 GLI3 GLYCTK GNB2 GNE GNPTAB GNRH1 GNRHR GNS GON7 GORAB GP1BB GPAA1 GPC3 GPC4 GPKOW GPT2 GREB1L GRIA3 GRIN1 GRIP1 GSC GTF2E2 GTF2H5 H3-3A H4C11 H4C3 H4C5 H4C9 HACE1 HBA1 HBA2 HDAC4 HDAC8 HEATR3 HECTD4 HECW2 HELLS HEPACAM HERC1 HEY2 HHAT HID1 HIRA HIVEP2 HLA-DPA1 HLA-DPB1 HMGA2 HNRNPH2 HNRNPK HNRNPU HPDL HRAS HS2ST1 HS6ST1 HS6ST2 HSD17B4 HSPG2 HUWE1 HYLS1 HYMAI IARS2 IDUA IFT122 IFT140 IFT43 IFT52 IFT81 IGF1R IGF2 IGHM IGLL1 IL11RA IL1RAPL1 IL6ST INPPL1 INSR INTS1 INTS8 INTU IPO8 IQSEC2 IRF4 IRX5 ITCH ITGA3 ITGA8 JAG1 JARID2 JMJD1C KANSL1 KAT6A KAT6B KAT8 KATNB1 KATNIP KBTBD13 KCNAB2 KCNH1 KCNJ2 KCNJ5 KCNJ6 KCNK4 KCNMA1 KCNN3 KCNQ1 KCNQ1OT1 KCTD1 KDM1A KDM5C KDR KIAA0586 KIAA0753 KIDINS220 KIF15 KIF21A KIF26A KIF7 KIFBP KISS1 KISS1R KLF13 KLHL41 KMT2A KMT2B KMT2D KMT2E KNL1 KNSTRN KPTN KRAS KREMEN1 LAGE3 LARP7 LAS1L LBR LEMD2 LEMD3 LETM1 LIFR LIG4 LMBR1 LMNA LMNB1 LOX LRP2 LRP4 LRP5 LRPPRC LRRC8A LTBP1 LTBP4 LUZP1 LZTR1 MACF1 MAD1L1 MAD2L2 MAF MAFB MAN1B1 MAN2B1 MAN2C1 MAP2K1 MAP2K2 MAP3K7 MAPK1 MAPK8IP3 MAPRE2 MARS1 MARS2 MASP1 MAT2A MBD5 MCTP2 MED12 MED12L MED13 MED13L MED25 MED27 MEF2C MEG3 MEGF8 MEIS2 MFAP5 MGAT2 MICU1 MID1 MIPEP MITF MKS1 MLXIPL MMP2 MMP23B MN1 MOCS1 MOCS2 MPLKIP MRAS MRPS14 MSL3 MSTO1 MSX2 MTHFR MTOR MTX2 MUSK MYD88 MYH11 MYH3 MYLK MYOD1 MYPN NAA10 NALCN NARS1 NBAS NCDN NDE1 NDP NEB NEDD4L NELFA NF1 NF2 NFASC NFIX NGF NGLY1 NHLH2 NIN NIPBL NKX2-5 NKX2-6 NKX3-2 NLRP3 NODAL NONO NOTCH2 NOTCH3 NOVA2 NRAS NRCAM NSD1 NSD2 NSMCE3 NSMF NSRP1 NSUN2 NTNG2 NTRK1 NUP107 NUP133 NUP88 NXN OCRL ODC1 OFD1 OGT OPHN1 ORAI1 OSGEP OSTM1 OTUD5 OTX2 P3H1 P4HB PACS1 PACS2 PAFAH1B1 PAH PAICS PAK1 PAK3 PALB2 PARS2 PAX3 PCLO PDCD6IP PDE4D PDE6D PDGFB PDGFRB PDHX PDPN PDZD8 PEPD PEX1 PEX2 PEX3 PEX5 PEX6 PGAP1 PGAP2 PGAP3 PHACTR1 PHF6 PHGDH PHIP PIEZO2 PIGA PIGB PIGG PIGL PIGN PIGO PIGU PIGV PIGW PIGY PIK3CA PIK3CD PIK3R1 PIK3R2 PITX1 PITX2 PKDCC PLAGL1 PLCB3 PLCH1 PLEC PLK4 PLOD3 PLP1 PMM2 POC1A POGZ POLA1 POLD1 POLR1A POLR1B POLR1C POLR1D POLR2A POLR3A POLR3GL POLRMT POR POU1F1 POU4F1 PPP1CB PPP1R12A PPP1R15B PPP1R21 PPP2CA PPP2R1A PPP2R5D PPP3CA PRDM13 PRDM16 PRKACB PRKAR1A PRKAR1B PRKCZ PRKDC PRKG1 PRMT7 PROK2 PROKR2 PRORP PRPS1 PRR12 PRRX1 PRTN3 PRUNE1 PSAT1 PSMB8 PSMD12 PTCH1 PTCH2 PTDSS1 PTEN PTH1R PTPN11 PTPN22 PTRH2 PUF60 PUS1 PUS7 PYCR1 PYCR2 QARS1 QRICH1 RAB3GAP1 RAB3GAP2 RAC3 RAD21 RAD51 RAD51C RAF1 RAI1 RALGAPA1 RAPSN RARS2 RASA2 RB1 RBL2 RBM10 RECQL RECQL4 RELN RERE RET RFWD3 RHOBTB2 RIPK4 RIT1 RLIM RMRP RNF113A RNF2 RNU12 RNU4ATAC ROR2 RPGRIP1 RPGRIP1L RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS6KA3 RPS7 RRAS RRAS2 RREB1 RSPO2 RSPRY1 RSRC1 RTL1 RTTN RUNX2 RUSC2 RYR1 SALL4 SATB2 SCN1A SCN4A SCNM1 SCYL2 SEC23A SEC24C SEC24D SEMA3E SEMA5A SEPTIN9 SERPINH1 SET SETBP1 SETD1A SETD2 SH2B1 SH3BP2 SH3PXD2B SHANK3 SHH SHOC2 SHPK SIAH1 SIK3 SIN3A SIX2 SIX3 SKI SKIC2 SKIC3 SLC12A6 SLC18A3 SLC1A4 SLC25A12 SLC25A24 SLC26A2 SLC29A3 SLC2A10 SLC35A1 SLC35C1 SLC37A4 SLC39A13 SLC39A14 SLC39A7 SLC45A1 SLC9A6 SLC9A7 SLX4 SMAD2 SMAD3 SMAD4 SMARCA2 SMARCB1 SMARCD1 SMARCE1 SMC1A SMCHD1 SMG9 SMO SMPD4 SMS SNAP29 SNRPN SON SOS1 SOS2 SOST SOX6 SOX9 SPART SPECC1L SPEN SPI1 SPINT2 SPOP SPRED1 SPRED2 SPRY4 SPTBN1 SRC SRCAP SRD5A3 SSR4 STAG1 STAG2 STAMBP STAT3 STIL STIM1 STRADA SUFU SUOX SUPT16H SUZ12 SYNGAP1 TAC3 TACR3 TAF1 TAFAZZIN TAOK1 TAPT1 TARS1 TASP1 TBC1D20 TBC1D24 TBCD TBCE TBCK TBL1XR1 TBR1 TBX1 TBX15 TBX2 TBX4 TCF12 TCF20 TCF3 TCF4 TCIRG1 TCOF1 TCTN1 TCTN2 TCTN3 TDGF1 TDO2 TELO2 TENM3 TERT TFAP2A TFAP2B TFE3 TGDS TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGIF1 THOC2 THOC6 THRA THRB THSD1 THSD4 THUMPD1 TLK2 TMCO1 TMEM107 TMEM138 TMEM147 TMEM216 TMEM231 TMEM237 TMEM53 TMEM67 TMEM94 TNFRSF11A TOGARAM1 TONSL TOPORS TP53RK TPM2 TPM3 TPR TPRKB TRAF7 TRAPPC9 TRIM37 TRIM8 TRIO TRIP12 TRIP13 TRIP4 TRMT10A TRPM3 TRRAP TSHR TSR2 TTC26 TTC7A TTI2 TUBA1A TUBB TWIST1 TWIST2 TXNDC15 TXNL4A UBE2A UBE2T UBE3A UBE3B UBE4B UBR7 UFC1 UFD1 UGDH UMPS USB1 USP9X VAC14 VANGL2 VPS35L VPS51 VSX1 WAC WARS2 WASF1 WASHC5 WDPCP WDR11 WDR19 WDR35 WDR37 WDR4 WDR73 WNT5A WNT9B XRCC2 XRCC4 XYLT1 XYLT2 YARS1 YRDC YWHAE ZBTB18 ZBTB20 ZBTB24 ZC4H2 ZEB2 ZFPM2 ZIC1 ZIC2 ZIC3 ZMIZ1 ZMPSTE24 ZMYM2 ZMYND11 ZNF292 ZNF526 ZNF668 ZNF699 ZPR1 ZSWIM6 HP_ABNORMALITY_OF_GLYCOLIPID_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_GLYCOLIPID_METABOLISM ARSA GLA GM2A HEXA HEXB KHK LPIN1 MCOLN1 MT-CO1 MT-CO3 OBSCN PSAP HP_ABNORMALITY_OF_GLYCOLYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_GLYCOLYSIS ACAT2 AIFM1 BCS1L COX10 COX16 COX6A2 DLD FOXRED1 KARS1 LDHA LIPT2 LONP1 MECP2 MPC1 MT-ND1 MT-ND2 MT-ND3 MT-TF MT-TI MT-TK MT-TL1 MT-TP NDUFA1 NDUFA11 NDUFA6 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB9 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NUBPL PC PDHA1 PDHX PITRM1 PNPLA8 POLG SCO2 SDHB SLC25A26 TIMMDC1 TMEM126B TWNK UQCRC2 HP_ABNORMALITY_OF_HAIR_GROWTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_HAIR_GROWTH ADAM17 BRAF CDSN CST6 DSG4 EDAR EDARADD EGFR GJA1 GJB6 GTF2E2 IFT122 KRAS KRT25 KRT71 KRT74 KRT81 KRT83 KRT86 LIPH LPAR6 MAP2K1 MAP2K2 NR2F1 PPP1CB RNF113A RPL21 SHOC2 TP63 TRPS1 HP_ABNORMALITY_OF_HAIR_PIGMENTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_HAIR_PIGMENTATION ABCA2 ACD AP3B1 AP3D1 ATM ATP10A ATP7A BLOC1S3 BLOC1S5 BRCC3 CACNA1F CHN1 CLCN7 CTC1 CTNS DCT DHCR7 DKC1 DPP9 DSTYK DTNBP1 EDN3 EDNRB ELN EPG5 ERCC6 ERCC8 FAS FDFT1 FGFR3 GJB6 GNPTAB HERC2 HPS1 HPS3 HPS4 HPS5 HPS6 HRAS IFT140 INSR KANSL1 KIT KITLG KRT25 KRT71 KRT74 LAMTOR2 LIPH LMNA LPAR6 LRMDA LRPPRC LYST MAFB MAGEL2 MC1R MDM2 MITF MKRN3 MLPH MLXIPL MOGS MTAP MYO5A NAF1 NDN NHP2 NOP10 NPAP1 NPM1 OCA2 PADI3 PAH PARN PAX3 PCSK1 PDE4D PEPD PIGN POMC PRDM5 PRKAR1A PSMB8 PTPN22 PWAR1 PWRN1 RAB27A RECQL4 RMRP RPA1 RTEL1 SALL4 SIM1 SKIC2 SKIC3 SLC17A5 SLC24A5 SLC45A2 SLC5A6 SNAI2 SNORD115-1 SNORD116-1 SNRPN SOX10 SPRTN STN1 TAFAZZIN TERC TERT TFAP2A TGM3 TINF2 TMCO1 TP63 TYMS TYR TYRP1 UBE3A UBR1 USB1 WDR45 WRAP53 WRN ZNF469 ZNF699 HP_ABNORMALITY_OF_HAIR_TEXTURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_HAIR_TEXTURE AARS1 ABCD1 AFF4 AHCY ALMS1 ALX4 ARID1B ASL ATAD3A ATP6V0A2 ATP6V1A ATP6V1E1 ATP7A BCS1L BRAF BRF1 C18orf32 CARS1 CBL CBS CCDC47 CDH3 CDK13 CDSN CERT1 CLCN7 COL3A1 CSTB CTC1 DCAF17 DEAF1 DPYSL5 DSC2 DSG2 DSG4 DSP EBP EDA EDAR EDARADD EED EFNB1 EPS8L3 ERCC2 ERCC3 ERCC6 ERCC8 EZH2 FLNA FOCAD GAN GATAD2B GJA1 GJB6 GNB2 GNPTAB GNS GON7 GTF2E2 GTF2H5 GTPBP2 GUSB H4C5 HEATR3 HECTD4 HGSNAT HNRNPH2 HPD HR HRAS HRURF IFT122 IFT43 IKBKG ITGA3 JUP KANK2 KANSL1 KAT6B KCTD1 KRAS KREMEN1 KRT17 KRT25 KRT71 KRT74 KRT81 KRT83 KRT85 KRT86 LIG4 LIPH LPAR6 LZTR1 MAP2K1 MAP2K2 MED12 MPLKIP MRAS MSX1 MTOR NAA10 NAGLU NBAS NECTIN1 NECTIN4 NFIX NOTCH2 NOTCH3 NRAS NSD1 NSUN2 OCRL OFD1 PADI3 PCNT PERP PHGDH PIGL PLOD3 PORCN PPP1CB PPP1R15B PQBP1 PRR12 PTEN PTPN11 PYCR1 RAF1 RASA2 RIPK4 RIT1 RLIM RMRP RNF113A RNU4ATAC RPL21 RPS23 RPS6KA3 RRAS RRAS2 SATB2 SCUBE3 SEC23A SGSH SHOC2 SIN3A SIN3B SKIC2 SKIC3 SLC25A24 SLC7A7 SMAD4 SMARCA2 SMARCAL1 SNX10 SON SOS1 SOS2 SPINK5 SPRED2 SREBF1 ST14 SUMF1 SUOX SUZ12 SVBP TARS1 TCHH TCIRG1 TGM3 TINF2 TMCO1 TMEM147 TMEM231 TNFSF11 TP63 TRIM8 TRMT10A TRNT1 TRPS1 TTC5 TWIST2 USP9X VPS33A WDR35 WNT10A ZMPSTE24 HP_ABNORMALITY_OF_HAND_JOINT_MOBILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_HAND_JOINT_MOBILITY ASAH1 BRAF CBL CCN6 COL12A1 COL1A1 COL1A2 COL3A1 COL5A1 COL6A1 COL6A2 COL6A3 COMP CSGALNACT1 FBN1 FGD1 FLNC GNB2 GNPTAB GORAB HDAC4 HNRNPDL HRAS HYAL1 IFITM5 KCNH1 KRT1 LMX1B MED12 NFASC NLRP1 OTUD6B P4HTM PIGG PKDCC PLAA PROKR2 PRR12 PTDSS1 RAB3GAP2 RNF13 RPS6KA3 SMS SP7 TMCO1 YY1 HP_ABNORMALITY_OF_HEPATOBILIARY_SYSTEM_PHYSIOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_HEPATOBILIARY_SYSTEM_PHYSIOLOGY ABCD3 ACAD9 ACADM ACTG2 ACVRL1 AKR1D1 ALDOB ALG1 ALG3 ALG8 ALMS1 AMACR ASAH1 ASXL1 ATP6AP2 ATP7B ATRX BAAT BCS1L BLVRA BMP6 BTNL2 CACNA1S CALR CBL CC2D2A CCDC115 CCDC47 CLDN1 COA8 COG2 COG4 COG7 COQ2 COX16 CPT1A CPT2 CTC1 CYC1 CYP7B1 DAXX DCDC2 DDOST DEF6 DGUOK DKC1 DLD EIF2AK3 ENG EPM2A F13A1 F13B F5 FADD FAH FARSB FBP1 FECH FH FOCAD GALM GALT GANAB GATC GBA1 GBE1 GDF2 GFM1 GPR35 GSTZ1 H4C3 HADH HADHA HADHB HBB HFE HLA-B HLA-DRB1 HMGCL HSD3B7 IARS1 IFT122 IFT172 IKZF1 IL12A IL12RB1 IL18BP IL21R INPP5E IRF5 ITCH JAG1 JAK2 KRT18 LARS1 LARS2 LIPA LIPT1 LRPPRC LYST MARS1 MED12 MEFV MICOS13 MMEL1 MPI MPV17 MRM2 MRPS23 MRPS7 MST1 MT-ATP6 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TK MT-TL1 MT-TN MT-TS1 MT-TT MT-TV MT-TW NAGS NBAS NDUFS4 NHLRC1 NHP2 NOP10 NPC1 NPM1 NR1H4 OCLN OSTM1 OTC P4HA2 PARN PARS2 PCK1 PCK2 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PIGA PNPT1 POLG POLG2 PORCN POU2AF1 PRF1 PTPN22 QRSL1 RBM10 RINT1 RMND1 RNU12 RPGRIP1L RTEL1 RUNX1 RYR1 SC5D SCYL1 SEMA4D SERPINA1 SH2D1A SKIC3 SLC25A15 SLC25A20 SLC2A2 SLC30A10 SLC39A8 SLC7A7 SMAD4 SMPD1 SP110 SPIB SRSF2 STX11 STXBP2 SURF1 TALDO1 TCF4 TERC TERT TET2 TFAM TINF2 TJP2 TMEM199 TMEM67 TNFSF15 TNPO3 TRMT10C TRMU TYMS UBR1 UGT1A1 UNC13D UQCRC2 USB1 VPS51 WRAP53 XIAP ZNFX1 HP_ABNORMALITY_OF_HUMORAL_IMMUNITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_HUMORAL_IMMUNITY AARS1 ADA ADA2 ADAM17 ADAMTS3 AICDA AK2 ALB ALG12 ARHGEF1 ATM ATP6AP1 ATP6AP2 B2M BACH2 BANK1 BCL10 BLK BLM BLNK BTK C1QA C1QB C1QC C1S C3 C4A C4B C5 C6 C7 C8A C8B C9 CARD10 CARD11 CARD9 CARMIL2 CARS1 CASP10 CASP8 CAVIN1 CCBE1 CCND1 CD19 CD247 CD27 CD28 CD3D CD3E CD3G CD40 CD40LG CD46 CD55 CD70 CD79A CD79B CD81 CDCA7 CDSN CFB CFD CFH CFHR1 CFHR3 CFI CFP CIITA CISD2 CNBP COG6 COL1A1 COL7A1 CORO1A CR2 CSNK2A1 CTLA4 CTNNBL1 CTPS1 CXCR4 DCLRE1C DNASE1 DNASE1L3 DNMT3B DOCK8 DSG1 EGFR ELANE EPG5 ERCC2 ERCC3 ETS1 EXTL3 FAS FASLG FAT4 FCGR2B FCGR3B FLNA FNIP1 FOXP3 GALK1 GBA1 GPC3 GPC4 GPR35 GTF2E2 GTF2H5 HELLS HLA-DQA1 HLA-DQB1 HLA-DRB1 HYOU1 ICOS IFIH1 IFNGR1 IGHG1 IGHG2 IGHM IGKC IGLL1 IKBKB IKBKG IKZF1 IL10 IL12A IL12RB1 IL21 IL21R IL2RA IL2RB IL2RG IL4R IL6R IL6ST IL7R IPO8 IRAK1 IRAK4 IRF2BP2 IRF5 IRF8 ITCH ITGAM ITK IVNS1ABP JAK3 JAZF1 KIAA0319L KLHDC8B KNSTRN KRAS KRT14 KRT5 KRT74 KRT9 LAMTOR2 LAT LCK LIG1 LIG4 LMNA LMNB2 LRBA LRRC8A MAGT1 MALT1 MAN2B1 MASP2 MECP2 MGAT2 MMEL1 MOGS MPLKIP MS4A1 MS4A2 MSN MST1 MTHFD1 MTOR MUC5B MVK MYD88 MYSM1 NAE1 NBN NCKAP1L NFE2L2 NFKB1 NFKB2 NFKBIA NHEJ1 NHLRC2 NLRP1 NRAS NSMCE3 NTRK1 OAS1 ORAI1 OTULIN PACS1 PDCD1 PEPD PGM3 PIGT PIK3CD PIK3CG PIK3R1 PLA2G7 PLCG2 PLVAP PMM2 POLE POMP POU2AF1 PRF1 PRIM1 PRKCD PSMB4 PSMB8 PSMB9 PSTPIP1 PTEN PTPN22 PTPRC PXK RAC2 RAD50 RAG1 RAG2 RASGRP1 RBM8A REL RFX5 RFXANK RFXAP RIPK1 RMRP RNF113A RNF168 RNU4ATAC RPA1 RTEL1 SAMD9L SASH3 SAT1 SCARB2 SEMA4D SERPING1 SETX SFTPA2 SFTPC SH2D1A SH3KBP1 SIK3 SKIC2 SKIC3 SLC25A13 SLC35C1 SLC39A7 SLC46A1 SLC5A6 SLC7A7 SMARCAL1 SON SP110 SPI1 SPIB SPINK5 SPP1 SPPL2A SRP54 STAT2 STAT3 STAT4 STAT5B STIM1 STING1 STX11 STXBP2 SYK TARS1 TCF3 TCF4 TCN2 TERT TFRC TGFB1 THBD TIMM8A TLR7 TLR8 TNFAIP3 TNFRSF11A TNFRSF13B TNFRSF13C TNFRSF1B TNFRSF9 TNFSF12 TNFSF15 TNFSF4 TNIP1 TNPO3 TOM1 TONSL TP53 TPP2 TREX1 TRMU TRNT1 TTC7A TYK2 TYMS UBE2L3 UNC13D UNG VPS33A VPS45 WAS XIAP ZAP70 ZBTB24 ZEB2 ZNF341 HP_ABNORMALITY_OF_IMMUNE_SYSTEM_PHYSIOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_IMMUNE_SYSTEM_PHYSIOLOGY A2ML1 AARS1 AASS ABCA12 ABCA3 ABCB1 ABCB11 ABCB4 ABCC6 ABCC8 ABCC9 ABCD1 ACADVL ACD ACP5 ACTA1 ACTB ACTC1 ACTG2 ACTN4 ACVRL1 ADA ADA2 ADAM17 ADAMTS2 ADAMTS3 ADAMTSL2 ADAR ADAT3 ADNP ADORA2A AEBP1 AFF4 AGA AGL AGPAT2 AGR2 AGRN AGXT AICDA AIP AIRE AK2 AKR1D1 AKT1 AKT2 ALB ALDH18A1 ALDH1A2 ALDH3A2 ALG1 ALG12 ALG13 ALG14 ALG3 ALG5 ALG9 ALMS1 ALOX12B ALOX5 ALOXE3 ALPL AMACR AMN ANAPC1 ANGPT2 ANK1 ANKFY1 ANKRD11 ANKRD17 ANKRD55 ANLN ANO5 ANTXR2 AP1B1 AP1S3 AP2S1 AP3B1 AP3D1 APC APC2 APOA1 APOC2 APOE APOL1 APPL1 APRT AR ARHGAP24 ARHGAP29 ARHGDIA ARHGEF1 ARHGEF2 ARHGEF38 ARID1A ARID1B ARID2 ARL2BP ARL3 ARL6 ARMC5 ARPC1B ARSB ARSL ARVCF ASAH1 ASPRV1 ASXL1 ASXL3 ATAD1 ATL1 ATL3 ATM ATN1 ATOH7 ATP6AP1 ATP6AP2 ATP6V0A1 ATP6V0A2 ATP6V1B2 ATP7A ATP7B ATP8B1 ATR ATRX AUTS2 AXIN1 B2M B3GALT6 B4GALT1 BACH2 BANK1 BAP1 BAZ1B BBS1 BCAP31 BCHE BCKDHA BCKDHB BCL10 BCL11A BCL11B BCL2 BCL6 BCL7B BCOR BCR BCS1L BICC1 BICRA BIRC3 BLK BLM BLNK BLOC1S6 BMP4 BNC2 BPTF BRAF BRCA1 BRCA2 BRD4 BRIP1 BSCL2 BTD BTK BTNL2 BUB1 BUB1B BUB3 BUD23 C1GALT1C1 C1QA C1QB C1QC C1R C1S C2 C2orf69 C3 C4A C4B C5 C6 C7 C8A C8B C9 CACNA1B CACNA1C CACNA1G CALR CAMK2B CAPN3 CAPN5 CARD10 CARD11 CARD14 CARD8 CARD9 CARMIL2 CARS1 CASP10 CASP8 CASR CAT CAV1 CAVIN1 CBL CBS CCBE1 CCDC103 CCDC22 CCDC28B CCDC39 CCDC40 CCDC47 CCDC65 CCL11 CCN2 CCN6 CCND1 CCNO CCR1 CCR6 CCT5 CD151 CD19 CD244 CD247 CD27 CD28 CD2AP CD3D CD3E CD3G CD4 CD40 CD40LG CD46 CD55 CD70 CD79A CD79B CD81 CD8A CD96 CDC42 CDC42BPB CDC45 CDC73 CDCA7 CDH1 CDH23 CDH3 CDK10 CDKN1B CDKN1C CDON CDSN CEACAM3 CEACAM6 CEBPE CEL CEP57 CERS3 CFAP221 CFAP298 CFAP300 CFAP410 CFAP45 CFAP52 CFAP74 CFB CFD CFH CFHR1 CFHR3 CFHR5 CFI CFP CFTR CHAMP1 CHAT CHD1 CHD7 CHRM3 CHRNA1 CHRNA3 CHRNB1 CHRND CHRNE CHST14 CIB1 CIC CIDEC CIITA CISD2 CITED2 CLCA4 CLCN7 CLCNKB CLDN1 CLDN16 CLDN19 CLEC7A CLIP2 CLN3 CLPB CLTCL1 CLTRN CNBP COBLL1 COG1 COG4 COG6 COG7 COG8 COL11A1 COL11A2 COL13A1 COL17A1 COL1A1 COL2A1 COL3A1 COL4A3 COL4A4 COL4A5 COL4A6 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 COL7A1 COLQ COMT COPA COQ8B CORIN CORO1A COX4I2 COX8A CPA1 CPLX1 CPN1 CPSF3 CR2 CRB2 CREBBP CRIPT CRKL CRLF1 CRYAB CSF2RA CSF2RB CSF3R CSNK2A1 CSPP1 CST6 CSTA CTBP1 CTC1 CTCF CTLA4 CTNNB1 CTNNBL1 CTPS1 CTRC CTSB CTSC CUBN CUL4B CXCR2 CXCR4 CYBA CYBB CYBC1 CYP11B1 CYP4F22 CYP7A1 CYP7B1 CYSLTR2 DAAM2 DBR1 DBT DCDC2 DCLRE1B DCLRE1C DCTN4 DDB1 DDB2 DDOST DDR2 DDX41 DDX59 DDX6 DEAF1 DEF6 DGCR2 DGCR6 DGCR8 DGKE DHCR7 DIAPH1 DIP2B DISC1 DISP1 DKC1 DLG1 DLK1 DLL1 DLL3 DLX4 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH7 DNAH9 DNAI1 DNAI2 DNAJB11 DNAJB13 DNAJC21 DNAJC3 DNAJC30 DNAL1 DNASE1 DNASE1L3 DNASE2 DNMT1 DNMT3B DOCK2 DOCK8 DOHH DOK7 DOLK DPF2 DPM2 DPP9 DPYSL5 DRC1 DSE DSG1 DUT DYM DYNC2I2 DYRK1A DZIP1L EBP ECE1 ECM1 EDA EDAR EDARADD EDN3 EDNRA EDNRB EFEMP2 EFL1 EGFR EHMT1 EIF2AK3 EIF2AK4 EIF4H ELANE ELF4 ELN ELOVL4 ELP1 EMP2 EN1 ENG ENPP1 EOMES EP300 EPB42 EPCAM EPG5 EPHB4 EPM2A ERAP1 ERBB2 ERBB3 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ERF ESR1 ESS2 ETS1 EXOSC9 EXT1 EXTL3 EYA4 F13A1 F13B F5 FADD FAM111B FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FARSB FAS FASLG FAT4 FBLN5 FBN1 FBXL4 FBXO11 FBXO28 FBXW7 FCGR2A FCGR2B FCGR3A FCGR3B FCHO1 FCN3 FCSK FECH FERMT1 FERMT3 FGA FGF10 FGF3 FGF8 FGFR1 FGFR2 FGFR3 FGFRL1 FH FHL1 FIG4 FIP1L1 FKBP6 FLG FLG2 FLI1 FLII FLNA FLNC FLT1 FLT4 FLVCR1 FMO3 FMR1 FNIP1 FOCAD FOXC2 FOXD3 FOXH1 FOXJ1 FOXN1 FOXP1 FOXP2 FOXP3 FRAS1 FUCA1 FUT8 FZD2 G6PC1 G6PC3 GAA GALC GALK1 GALM GALNS GALT GANAB GAPVD1 GAS1 GAS2L2 GAS8 GATA1 GATA2 GATA3 GATA4 GATA6 GBA1 GCGR GCK GCLC GDNF GEMIN4 GFI1 GFM2 GGT1 GIMAP5 GINS1 GIPC1 GJA1 GJB2 GJB3 GJB4 GJB6 GJC2 GK GLB1 GLI2 GLI3 GLIS3 GLRA1 GLRA2 GLRB GLUL GMNN GNA11 GNAQ GNAS GNB1 GNB2 GNPTAB GNS GON7 GORAB GOT2 GP1BA GP1BB GP9 GPC3 GPC4 GPHN GPIHBP1 GPR101 GPR35 GRB10 GRHL2 GRHL3 GRHPR GRIA1 GRIA3 GRIN2A GRM7 GSN GSTM3 GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GUCY2C GUSB H3-3B H4C3 H4C5 H6PD HACD1 HAVCR2 HAX1 HBA1 HBA2 HBB HBG1 HBG2 HCK HDAC4 HDAC8 HELLS HEPHL1 HERC2 HES7 HFE HGD HGSNAT HIRA HLA-A HLA-B HLA-C HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRB1 HLA-G HLCS HMGA2 HMGCL HMOX1 HNF1A HNF4A HNMT HNRNPA2B1 HOXA13 HPGD HPS1 HPS6 HPSE2 HSD3B7 HSPA9 HSPG2 HYAL1 HYDIN HYMAI HYOU1 IARS1 IARS2 ICOS IDH1 IDS IDUA IER3IP1 IFIH1 IFNAR1 IFNAR2 IFNG IFNGR1 IFNGR2 IFT122 IFT140 IFT172 IGBP1 IGF2 IGF2R IGHG1 IGHG2 IGHM IGKC IGLL1 IGSF3 IKBKB IKBKG IKZF1 IKZF3 IL10 IL10RA IL10RB IL11RA IL12A IL12A-AS1 IL12B IL12RB1 IL13 IL17F IL17RA IL17RC IL18BP IL1R1 IL1RN IL21 IL21R IL23R IL2RA IL2RB IL2RG IL36RN IL37 IL4R IL6 IL6R IL6ST IL7 IL7R INAVA INF2 INPPL1 INS INSR IPO8 IQSEC2 IRAK1 IRAK4 IRF2BP2 IRF3 IRF4 IRF5 IRF6 IRF7 IRF8 IRF9 IRGM ISG15 ISL1 ITCH ITGA3 ITGA6 ITGA7 ITGAM ITGB2 ITGB4 ITK ITPR3 IVNS1ABP JAGN1 JAK1 JAK2 JAK3 JAZF1 JMJD1C KANK2 KANSL1 KARS1 KAT5 KAT6A KAT6B KATNIP KCNJ11 KCNJ6 KCNN4 KCTD1 KDF1 KDM5C KDM6A KDSR KIAA0319L KIAA0586 KIF11 KIF12 KIF15 KIF1A KIF20A KIRREL1 KIT KLF1 KLF11 KLHDC8B KLLN KLRC4 KMT2A KMT2B KMT2C KMT2D KMT5B KNSTRN KPTN KRAS KRT1 KRT10 KRT14 KRT17 KRT18 KRT5 KRT74 KRT9 KYNU L2HGDH LACC1 LAGE3 LAMA2 LAMA3 LAMB2 LAMB3 LAMC2 LAMTOR2 LAT LBR LCK LCP2 LDHA LEMD3 LEP LEPR LETM1 LFNG LGI3 LHCGR LIFR LIG1 LIG3 LIG4 LIMK1 LIPN LMBRD1 LMF1 LMNA LMNB1 LMNB2 LMOD1 LMX1B LONP1 LPIN1 LPIN2 LPL LRBA LRIF1 LRIG2 LRP12 LRRC32 LRRC56 LRRC8A LSM11 LSS LTBP1 LTBP3 LTBP4 LYST LYZ MAB21L1 MAD2L2 MAF MAGEL2 MAGI2 MAGT1 MALT1 MAN2B1 MANBA MAP3K20 MAP3K7 MAPK1 MARS2 MASP2 MBD5 MBL2 MBTPS2 MC2R MCCC2 MCIDAS MCM10 MCM4 MDFIC MDM4 MECP2 MED12 MED13L MED25 MEFV MEG3 MEGF10 MEIS2 MEN1 MESP2 MET METTL27 MGAT2 MGME1 MGP MIA3 MID1 MIF MINPP1 MIR140 MKRN3 MLPH MLX MLXIPL MMACHC MME MMEL1 MMP1 MMP2 MMUT MNS1 MNX1 MOGS MORC2 MPDU1 MPEG1 MPL MPLKIP MPV17 MRAP MRTFA MS4A1 MS4A2 MSMO1 MSN MST1 MSX1 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW MTAP MTHFD1 MTM1 MTOR MTTP MUC5B MUC7 MVK MYC MYCN MYD88 MYH11 MYH3 MYH6 MYH9 MYL2 MYL9 MYLK MYO1E MYO1H MYO5A MYO9A MYPN MYSM1 NAA10 NABP1 NADK2 NAE1 NAGLU NARS2 NAXD NBEA NBN NCF1 NCF2 NCF4 NCKAP1L NCSTN NDE1 NDN NDP NDUFA6 NDUFC2 NDUFS3 NECTIN1 NEK10 NEK9 NELFA NEPRO NEUROD1 NF1 NFASC NFE2L2 NFIX NFKB1 NFKB2 NFKBIA NFKBIL1 NFS1 NGF NGLY1 NHEJ1 NHLRC1 NHLRC2 NHP2 NIPAL4 NIPBL NKX2-1 NKX2-5 NLRC4 NLRP1 NLRP12 NLRP3 NME5 NME8 NNT NOD2 NODAL NOP10 NOS1 NOTCH2 NOTCH2NLC NPAP1 NPHS1 NPHS2 NPM1 NR1H4 NR3C1 NRAS NRTN NSD1 NSD2 NSMCE2 NSMCE3 NSUN2 NTRK1 NUMA1 NUP107 NUP133 NUP160 NUP205 NUP214 NUP37 NUP85 NUP93 NXN OAS1 OBSCN OCA2 OCRL ODAD1 ODAD2 ODAD3 ODAD4 ODC1 OFD1 OPLAH ORAI1 ORC6 OSGEP OSTM1 OTULIN P4HA2 P4HTM PACS1 PAFAH1B1 PAH PAK2 PALB2 PANK2 PAPSS2 PARN PAX1 PAX2 PAX4 PAX6 PCCA PCCB PCGF2 PCNT PCYT1A PDCD1 PDE11A PDE4D PDGFRA PDGFRL PDHA1 PDX1 PEPD PERCC1 PET117 PEX19 PEX5 PGM1 PGM2L1 PGM3 PHGDH PHIP PHKA2 PHKB PHKG2 PI4KA PIEZO1 PIGA PIGG PIGN PIGT PIGU PIGY PIK3CA PIK3CD PIK3CG PIK3R1 PKD1 PKD2 PKHD1 PKP1 PLA2G6 PLA2G7 PLAG1 PLAGL1 PLCD1 PLCE1 PLCG2 PLCH1 PLEC PLEKHM1 PLG PLOD1 PLP1 PLVAP PLXND1 PML PMM2 PNP PNPLA1 PNPLA2 POFUT1 POGLUT1 POGZ POLA1 POLE POLG POLH POLR2A POLR3A POLR3F POLR3GL POMP POU2AF1 PPARG PPM1D PPP1R21 PRDM12 PREPL PRF1 PRG4 PRIM1 PRKACA PRKAR1A PRKAR1B PRKCD PRKDC PRMT7 PRORP PRPS1 PRSS1 PRSS2 PRTN3 PSAP PSEN1 PSENEN PSMB10 PSMB4 PSMB8 PSMB9 PSMD12 PSMG2 PSPH PSTPIP1 PTCD3 PTCH1 PTEN PTGER2 PTPN2 PTPN22 PTPRC PTPRO PURA PWAR1 PWRN1 PXK PYROXD1 RAB27A RAB3GAP2 RAB7A RAC1 RAC2 RAD21 RAD50 RAD51 RAD51C RAG1 RAG2 RAI1 RALGAPA1 RANBP2 RAPSN RARA RASGRP1 RBCK1 RBM8A RBP4 RECQL RECQL4 REEP1 REL RELA RELB RET RETREG1 REV3L RFC2 RFT1 RFWD3 RFX5 RFX7 RFXANK RFXAP RHAG RHCE RHD RHOH RIC1 RILPL1 RIN2 RIPK1 RIPPLY2 RIT1 RMRP RNASEH2A RNASEH2B RNASEH2C RNF113A RNF125 RNF13 RNF168 RNF2 RNU12 RNU4ATAC RNU7-1 ROR2 RORC RPA1 RPGR RPL10 RPL11 RPS14 RRAS2 RREB1 RSPH1 RSPH3 RSPH4A RSPH9 RTEL1 RTL1 RTTN RUNX1 RUNX2 RYR1 SAMD9 SAMD9L SAMHD1 SASH3 SAT1 SATB1 SATB2 SBDS SCARB2 SCGB3A2 SCN10A SCN11A SCN4A SCN9A SCNN1A SCNN1B SCNN1G SDCCAG8 SDHA SDHB SDHC SDHD SDR9C7 SEC23B SEC24C SEC61A1 SELENON SEMA3C SEMA3D SEMA3E SEMA4D SEMA6B SEPSECS SERAC1 SERPINA1 SERPING1 SERPINH1 SETBP1 SETD1A SETD2 SETX SF3B1 SFTPA2 SFTPB SFTPC SGCG SGSH SH2D1A SH3KBP1 SH3PXD2B SHANK3 SHH SHOC2 SHPK SHROOM4 SIAH1 SIK1 SIK3 SIM1 SIN3A SIX3 SKIC2 SKIC3 SLC11A1 SLC12A3 SLC18A3 SLC1A4 SLC22A4 SLC25A1 SLC25A12 SLC25A13 SLC25A15 SLC25A22 SLC25A24 SLC26A2 SLC26A9 SLC27A4 SLC29A3 SLC2A1 SLC2A10 SLC30A2 SLC35A1 SLC35A2 SLC35C1 SLC37A4 SLC39A4 SLC39A7 SLC39A8 SLC3A1 SLC41A1 SLC46A1 SLC4A1 SLC52A3 SLC5A2 SLC5A6 SLC5A7 SLC6A14 SLC6A19 SLC6A5 SLC7A7 SLC7A9 SLC9A3 SLCO2A1 SLF2 SLURP1 SLX4 SMAD3 SMARCA2 SMARCA4 SMARCAD1 SMARCAL1 SMARCB1 SMARCC2 SMARCD1 SMARCD2 SMARCE1 SMC1A SMC3 SMG8 SMG9 SMN1 SMO SMPD1 SNAP25 SNAP29 SNORA31 SNORD115-1 SNORD116-1 SNRPN SNX10 SOCS1 SON SOX11 SOX17 SOX18 SOX4 SOX6 SOX9 SP110 SPAG1 SPATA5 SPEF2 SPI1 SPIB SPINK1 SPINK5 SPP1 SPPL2A SPTA1 SPTB SPTBN1 SPTBN4 SPTLC1 SPTLC2 SRCAP SRD5A3 SREBF1 SRP19 SRP54 SRSF2 SRY ST14 STAG2 STAR STAT1 STAT2 STAT3 STAT4 STAT5B STIL STIM1 STING1 STK36 STK4 STOX1 STUB1 STX11 STX16 STX1A STX3 STXBP1 STXBP2 SUCLG1 SUFU SULT2B1 SUOX SYK SYT2 TAF1 TAFAZZIN TALDO1 TAOK1 TAP1 TAP2 TAPBP TARS1 TASP1 TBC1D23 TBC1D24 TBC1D2B TBC1D7 TBC1D8B TBCD TBCE TBCK TBK1 TBL1XR1 TBL2 TBX1 TBX19 TBX2 TBX20 TBX21 TBX4 TBX6 TBXAS1 TCEAL1 TCF3 TCF4 TCIRG1 TCN2 TCTN3 TDGF1 TECPR2 TEK TERC TERT TET2 TF TFE3 TFG TFRC TG TGDS TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGIF1 TGM1 TGM5 THBD THOC6 THRB TICAM1 TIMM8A TIMMDC1 TINF2 TK2 TKFC TKT TLK2 TLL1 TLR3 TLR4 TLR7 TLR8 TMC6 TMC8 TMCO1 TMEM270 TMEM70 TMEM94 TNF TNFAIP3 TNFRSF11A TNFRSF13B TNFRSF13C TNFRSF1A TNFRSF1B TNFRSF4 TNFRSF9 TNFSF11 TNFSF12 TNFSF15 TNFSF4 TNIP1 TNNI3 TNNT2 TNPO3 TNRC6B TNXB TOM1 TONSL TOP3A TP53 TP53RK TP63 TP73 TPI1 TPM2 TPM3 TPP2 TPR TPRKB TRAC TRAF3 TRAF3IP2 TRAF6 TRAIP TRAPPC11 TRAPPC2 TREX1 TRHR TRIM37 TRIM8 TRIO TRIP11 TRIP13 TRIP4 TRMT10A TRMU TRNT1 TRPC6 TRPM4 TRPS1 TRRAP TSC1 TSC2 TSEN15 TSEN2 TSEN34 TSEN54 TSHB TSHR TTC12 TTC26 TTC7A TXNRD2 TYK2 TYMS UBA1 UBA2 UBAC2 UBB UBE2A UBE2L3 UBE2T UBE3B UFC1 UFD1 UGP2 UMOD UMPS UNC119 UNC13D UNC45A UNC93B1 UNG UQCRH UROC1 UROD UROS USB1 USF3 USP26 USP48 USP7 USP8 USP9X VAMP1 VANGL1 VARS1 VIPAS39 VPS33A VPS33B VPS35L VPS37D VPS45 VPS4A VPS51 WAC WAS WASF1 WASHC5 WDR1 WDR11 WDR19 WDR26 WDR35 WDR4 WDR73 WFS1 WIPF1 WNT4 WRAP53 WT1 XDH XIAP XPA XPC XPNPEP3 XRCC2 XRCC4 XYLT1 YARS1 YRDC YY1 ZAP70 ZBTB16 ZBTB24 ZBTB7A ZEB1 ZEB2 ZFAT ZFP57 ZIC2 ZMYND10 ZNF341 ZNF668 ZNF699 ZNF750 ZNFX1 ZNHIT3 HP_ABNORMALITY_OF_IRON_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_IRON_HOMEOSTASIS ABCD3 ALAS2 BCS1L BMP2 BMP6 CARD9 COL7A1 CP FOXP1 FTH1 FTL HAMP HBB HFE HJV KIF23 PIGA PKLR RACGAP1 SKIC2 SKIC3 SLC11A2 SLC25A38 SLC30A10 SLC40A1 STEAP3 TFR2 TRNT1 HP_ABNORMALITY_OF_JAW_MUSCLES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_JAW_MUSCLES ADGRG1 AGRN AK9 ATXN1 CACNA1S CHRNA1 CHRNB1 CHRND CHRNE COL13A1 DOK7 FLNC GIPC1 IRF6 LPIN1 LRP12 LRP4 MSX1 MT-CO1 MT-CO3 MUSK NECTIN1 NOTCH2NLC OBSCN PI4KA RAPSN RILPL1 RYR1 SCN4A SRPX2 TP63 HP_ABNORMALITY_OF_JOINT_MOBILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_JOINT_MOBILITY AARS1 ABCA12 ABCC6 ABCC8 ABCC9 ABCD1 ABHD12 ABL1 ACADM ACADS ACAN ACER3 ACTA1 ACTB ACTG1 ACTG2 ACVR1 ADAMTS10 ADAMTS17 ADAMTS2 ADAMTS3 ADAMTSL2 ADAMTSL4 ADAR ADAT3 ADCY6 ADGRG1 ADGRG6 ADGRL1 ADGRV1 ADNP AEBP1 AFF4 AGA AGRN AGTPBP1 AHDC1 AHSG AIFM1 AIMP1 AIMP2 AKT1 ALAD ALDH18A1 ALDH3A2 ALG1 ALG12 ALG13 ALG14 ALG2 ALG3 ALG8 ALG9 ALOX12B ALOXE3 ALS2 ALX1 ALX3 AMER1 AMMECR1 ANAPC1 ANKH ANKLE2 ANKRD11 ANKRD17 ANKRD55 ANO5 ANTXR1 ANTXR2 AP1G1 AP1S2 AP4B1 AP4E1 AP4M1 AP4S1 APC APC2 ARCN1 ARF1 ARFGEF2 ARID1A ARID1B ARID2 ARPC4 ARSB ARVCF ARX ASAH1 ASCC1 ASH1L ASPA ASPH ASPN ASXL1 ASXL2 ASXL3 ATAD1 ATN1 ATP11A ATP2A1 ATP5F1D ATP6AP1 ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 ATP7A ATP7B ATPAF2 ATR ATRIP ATRX AUTS2 B3GALT6 B3GAT3 B3GLCT B4GALT7 B9D2 BAG3 BANF1 BAZ1B BCAS3 BCL11A BCL7B BCOR BCR BGN BHLHA9 BICD2 BICRA BIN1 BLTP1 BMP1 BMP6 BMPER BMPR1A BMPR1B BPNT2 BRAF BRAT1 BRD4 BRF1 BRPF1 BUD23 C12orf4 C18orf32 C19orf12 C1R C1S CACNA1A CACNA1C CACNA1E CADM3 CAMK2A CAMLG CAMTA1 CANT1 CAPN3 CARS1 CASZ1 CAV1 CAVIN1 CBL CBS CCBE1 CCDC22 CCDC32 CCDC47 CCDC8 CCN2 CCN6 CCNQ CCR6 CD244 CD247 CD96 CDC42 CDC42BPB CDC45 CDC6 CDH11 CDH3 CDK13 CDK5 CDON CDT1 CENPE CENPJ CEP104 CEP152 CEP55 CFL2 CHAMP1 CHAT CHD3 CHD4 CHD7 CHMP1A CHN1 CHRNA1 CHRNB1 CHRND CHRNE CHRNG CHST11 CHST14 CHST3 CHSY1 CIITA CISD2 CKAP2L CLCF1 CLCN3 CLDN11 CLIC2 CLIP2 CLPB CNTN1 CNTNAP1 COASY COG1 COG5 COL11A1 COL11A2 COL12A1 COL13A1 COL17A1 COL18A1 COL1A1 COL1A2 COL25A1 COL27A1 COL2A1 COL3A1 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 COL7A1 COL9A1 COL9A2 COL9A3 COLEC10 COLEC11 COLQ COMP COMT COQ7 COX11 CPLX1 CPT2 CREB3L1 CREBBP CRKL CRLF1 CRPPA CRTAP CSGALNACT1 CSNK2A1 CTBP1 CTCF CTDP1 CTNNB1 CTNND2 CTSK CUL4B CUL7 CYP26B1 DAG1 DARS2 DBH DCC DCHS1 DCPS DCX DDB1 DDHD2 DDR2 DDRGK1 DDX3X DEAF1 DEGS1 DHCR24 DHODH DHX16 DHX30 DISP1 DKK1 DLG4 DLK1 DLL1 DLL3 DMD DNA2 DNAJB6 DNAJC21 DNAJC30 DNAL4 DNM2 DNMT3A DOK7 DONSON DPAGT1 DPF2 DPH1 DPH2 DPM1 DPM2 DPYD DPYSL5 DSE DSP DST DUSP6 DVL1 DVL3 DYM DYNC2LI1 DYRK1A DYSF EBP ECE1 ECEL1 EED EFEMP2 EFNB1 EIF4A3 EIF4H EIF5A ELN ELOVL4 EMD EMG1 EMILIN1 EN1 ENPP1 EP300 EPB41L1 EPCAM EPG5 ERBB3 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ERGIC1 ERLIN1 ERLIN2 ERMARD ESCO2 EVC EVC2 EXOC2 EXOC6B EXOC7 EXOC8 EXOSC3 EXOSC5 EXOSC8 EXOSC9 EXT1 EXT2 EXTL3 EZH2 F8 FAM111B FAM20C FAN1 FANCC FANCI FARSA FARSB FAT4 FBLN1 FBLN5 FBN1 FBN2 FBXL3 FBXO28 FBXW11 FCSK FDFT1 FERMT1 FGD1 FGF16 FGF17 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFRL1 FHL1 FIBP FIG4 FITM2 FKBP10 FKBP14 FKBP6 FKRP FKTN FLII FLNA FLNB FLNC FLRT1 FLVCR1 FLVCR2 FMR1 FN1 FOCAD FOXH1 FOXP1 FUCA1 FUS FUT8 FUZ FZD2 GABRA1 GABRD GABRG2 GAD1 GALNS GAN GARS1 GAS1 GATA1 GATAD2B GBA1 GBE1 GCH1 GCK GDAP1 GDF11 GDF3 GDF5 GDF6 GFM2 GFPT1 GJA1 GJA5 GJA8 GJB1 GJB2 GJB6 GLB1 GLDN GLE1 GLI1 GLI2 GLI3 GLRA1 GLRB GLUL GMNN GMPPB GNAI3 GNAS GNB1 GNB2 GNE GNPAT GNPTAB GNPTG GNRH1 GNRHR GNS GOLGA2 GON7 GORAB GP1BB GPC3 GPC4 GPC6 GPHN GPKOW GPT2 GRIA3 GRIA4 GRID2 GRIN1 GSC GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GTPBP2 GUSB GZF1 H1-4 H3-3A H3-3B H4C5 H4C9 HACD1 HBA1 HBA2 HCN1 HDAC4 HDAC8 HEPHL1 HERC1 HES7 HEXB HFE HGD HGSNAT HIKESHI HINT1 HIRA HK1 HLA-B HLA-DRB1 HNF1B HNRNPA1 HNRNPDL HNRNPH1 HNRNPH2 HNRNPK HOXA11 HOXA13 HOXD13 HPDL HPGD HRAS HS2ST1 HS6ST1 HSPB1 HSPD1 HSPG2 HUWE1 HYAL1 HYMAI IARS1 IARS2 IBA57 IDH1 IDH2 IDS IDUA IFIH1 IFITM5 IFT122 IFT43 IFT52 IGF2 IGHMBP2 IHH IKBKG IL10 IL1RAPL1 IL1RN IL2RA IL2RB IL6ST IMPDH2 INF2 INPPL1 INS IPO8 IQSEC2 IRF5 IRF6 ITCH ITGA7 ITGB4 ITGB6 JAG2 JARID2 JMJD1C JUP KANSL1 KAT6B KBTBD13 KCNAB2 KCNH1 KCNJ11 KCNJ2 KCNJ5 KCNJ6 KCNK9 KCNMA1 KCNN3 KDELR2 KDM1A KDM3B KDM5B KDM5C KDM6A KDM6B KIAA0319L KIAA0753 KIDINS220 KIF14 KIF15 KIF1A KIF21A KIF22 KIF26A KIF5A KIF5C KISS1 KISS1R KLC2 KLHL40 KLHL41 KLHL7 KLHL9 KMT2A KMT2B KMT2D KRAS KRT1 KRT14 KRT16 KRT83 KRT9 KY L1CAM LAGE3 LAMA2 LAMA5 LAMB2 LAMB3 LARGE1 LBR LEMD3 LETM1 LFNG LGI4 LIAS LIFR LIG4 LIMK1 LMBR1 LMBRD2 LMNA LMNB1 LMNB2 LMOD3 LMX1B LONP1 LOX LPIN2 LRP4 LRP5 LSM11 LSS LTBP1 LTBP2 LTBP3 LTBP4 LUZP1 LZTR1 MACROH2A1 MAF MAFB MAGEL2 MAMLD1 MAN1B1 MAN2B1 MAP1B MAP2K2 MAP3K20 MAP3K7 MAPK1 MARS1 MASP1 MATN3 MBTPS2 MCTP2 MECOM MECP2 MECR MED11 MED12 MED13L MED25 MEFV MEG3 MEGF10 MEGF8 MEOX1 MESP2 MET METTL27 MFN2 MICU1 MKKS MKS1 MLH1 MLH3 MLXIPL MMP1 MMP13 MMP2 MMP23B MMP9 MORC2 MPDU1 MPLKIP MRAS MRE11 MRPS34 MSH2 MSH6 MSL3 MSTO1 MT-TE MTM1 MTMR14 MTRFR MTX2 MUSK MVK MYBPC1 MYH2 MYH3 MYH7 MYH8 MYL1 MYL11 MYL2 MYMK MYO18B MYO9A MYOD1 MYOT MYPN NAA10 NACC1 NADSYN1 NAE1 NAGLU NALCN NANS NARS1 NCAPG2 NCF1 NDE1 NDRG1 NDUFAF4 NDUFS3 NEB NEDD4L NEFL NEK9 NEPRO NF1 NFASC NFATC2 NFIX NFKBIL1 NGLY1 NHLH2 NIPA1 NIPBL NKAP NKX3-2 NLRP1 NLRP3 NOD2 NODAL NOG NONO NOTCH2 NOTCH3 NPPA NPR2 NPR3 NR4A2 NRAS NRCAM NSD1 NSD2 NSDHL NSMF NSRP1 NSUN2 NT5C2 NTN1 NUP107 NUP133 NUP188 NUP85 NUP88 NXN OBSL1 OCA2 OCRL OFD1 OPA1 OPA3 ORAI1 ORC1 ORC4 ORC6 OSGEP OTUD5 OTUD6B OTX2 P3H1 P4HA2 P4HB P4HTM PAK2 PAX2 PAX3 PAX7 PCDH19 PCGF2 PCNA PCNT PCYT1A PDE4D PDGFRB PDHA1 PDPN PDX1 PDXK PERP PEX1 PEX2 PEX5 PEX6 PEX7 PGM2L1 PGM3 PHACTR1 PHEX PHF6 PHGDH PHIP PI4KA PIEZO2 PIGA PIGG PIGL PIGN PIGP PIGS PIGT PIGU PIGY PIK3C2A PIK3CA PIK3R1 PIK3R2 PIP5K1C PITX1 PKDCC PLA2G6 PLAA PLAGL1 PLCH1 PLEC PLEKHG5 PLK4 PLOD1 PLOD2 PLOD3 PLP1 PLXND1 PMM2 PMP22 PMS1 PMS2 PNKD PNPT1 POGZ POLD1 POLR1D POLR3A POLR3GL POMK POMT1 POMT2 POP1 POR PORCN PPP1CB PPP1R12A PPP1R15B PPP1R21 PPP2R1A PPP2R3C PPP2R5D PPP3CA PPT1 PQBP1 PRDM16 PRDM5 PRG4 PRKACA PRKACB PRKCZ PROK2 PROKR2 PRR12 PRRT2 PRUNE1 PSAT1 PSMB4 PSMB8 PSMB9 PSMG2 PSTPIP1 PTCH1 PTCH2 PTDSS1 PTEN PTF1A PTH1R PTHLH PTPN11 PTPN2 PTPN22 PTRH2 PUF60 PUS1 PYCR1 PYCR2 PYROXD1 RAB18 RAB23 RAB33B RAB3GAP1 RAB3GAP2 RAC1 RAD21 RAD51 RAF1 RAI1 RAPSN RARS2 RASA2 RBBP8 RBM28 RBM8A RECQL RECQL4 REEP1 RERE RET REV3L RFC1 RFC2 RFT1 RFX7 RIC1 RIN2 RIPK4 RIPPLY2 RIT1 RMRP RNASEH2A RNASEH2B RNASEH2C RNF113A RNF125 RNF13 RNU12 RNU4ATAC RNU7-1 ROR2 RPL10 RPL26 RPS20 RPS6KA3 RRAS RRAS2 RREB1 RSPO2 RSPRY1 RTL1 RTTN RUSC2 RYR1 RYR3 SALL1 SALL4 SAMHD1 SATB1 SATB2 SCARF2 SCN1A SCN1B SCN2A SCN4A SCN5A SCN9A SCUBE3 SCYL2 SDHA SDHAF1 SDHB SDHD SEC23A SEC24C SEC24D SEC31A SELENON SEMA4A SEMA5A SEPSECS SERPINF1 SERPINH1 SET SETBP1 SETD1A SETD2 SF3B2 SF3B4 SFRP4 SGCA SGCG SGSH SH3PXD2B SHANK3 SHH SHOC2 SHOX SHPK SIGMAR1 SIK3 SIL1 SIN3A SIN3B SIX3 SIX6 SKI SLC10A7 SLC12A6 SLC16A2 SLC18A3 SLC1A2 SLC1A4 SLC22A4 SLC25A1 SLC25A19 SLC25A4 SLC25A46 SLC26A2 SLC29A3 SLC2A10 SLC35A2 SLC35A3 SLC35B2 SLC39A13 SLC39A14 SLC39A8 SLC5A7 SLC6A5 SLC6A8 SLC6A9 SLC9A6 SLCO2A1 SLURP1 SMAD3 SMAD4 SMAD6 SMARCA2 SMARCA4 SMARCAD1 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMG9 SMOC1 SMPD4 SMS SNAP25 SNRPB SNX14 SOBP SON SOS1 SOS2 SOX10 SOX11 SOX2 SOX4 SOX5 SOX9 SP7 SPARC SPART SPEG SPEN SPG11 SPRED2 SPRTN SPRY4 SPTBN1 SPTBN4 SPTLC1 SRCAP SRD5A3 SRPX2 STAC3 STAG1 STAG2 STAT3 STAT4 STIL STIM1 STING1 STRADA STX1A STX1B STXBP1 SUCLG1 SUFU SUMF1 SUZ12 SVIL SYNE1 SYNE2 SYT1 SYT2 TAB2 TAC3 TACR3 TAF1 TANC2 TAOK1 TAPT1 TARS1 TBC1D20 TBC1D2B TBCD TBL1XR1 TBL2 TBR1 TBX1 TBX15 TBX2 TBX22 TBX3 TBX4 TBX5 TBX6 TCF12 TCTN3 TDGF1 TDO2 TELO2 TENT5A TET3 TFAP2A TFAP2B TFE3 TGDS TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGIF1 TGM1 THOC2 THOC6 TLK2 TMCO1 TMEM107 TMEM165 TMEM218 TMEM222 TMEM270 TMEM43 TMEM70 TMTC3 TNFRSF11B TNFRSF1A TNNC2 TNNI2 TNNT1 TNNT3 TNPO3 TNRC6B TNXB TOGARAM1 TONSL TOR1A TOR1AIP1 TP53RK TP63 TPM2 TPM3 TPRKB TRAIP TRAK1 TRAPPC2 TREM2 TREX1 TRIM2 TRIM8 TRIP11 TRIP13 TRIP4 TRMT10A TRPS1 TRPV3 TRPV4 TSEN54 TTC26 TTN TUBA1A TUBB3 TWIST1 TWIST2 TYROBP UBA1 UBE3A UBE4B UBR1 UCHL1 UFC1 UFD1 UNC80 UPF3B UROS USB1 USP7 USP9X VAMP1 VANGL1 VAPB VARS1 VCP VIPAS39 VMA21 VPS11 VPS13B VPS33A VPS33B VPS37A VPS37D VPS53 VRK1 VWA1 WASF1 WBP11 WDR11 WDR19 WDR26 WDR35 WDR4 WDR45B WDR73 WFS1 WIPI2 WNT1 WNT5A WNT7A WRN XYLT1 XYLT2 YARS1 YRDC YWHAG YY1 ZBTB20 ZBTB42 ZC4H2 ZDHHC9 ZEB2 ZIC1 ZIC2 ZIC3 ZMIZ1 ZMPSTE24 ZMYM2 ZNF335 ZNF341 ZNF407 ZNF469 ZNHIT3 ZPR1 HP_ABNORMALITY_OF_KREBS_CYCLE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_KREBS_CYCLE_METABOLISM FH FXN MMAA MMAB MMACHC MMADHC MT-ATP6 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TK MT-TL1 MT-TV MT-TW OGDH PRDX1 HP_ABNORMALITY_OF_LENS_SHAPE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_LENS_SHAPE ADAMTS10 ASPH COL4A3 COL4A4 COL4A5 COL4A6 CRYAB ERCC6 ERCC8 FBN1 LAMB2 LTBP2 OCRL PRPH2 RDH5 RHO RLBP1 HP_ABNORMALITY_OF_LIMB_BONE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_LIMB_BONE AARS1 ABCA12 ABCA3 ABCC8 ABCC9 ABCD1 ABL1 ACAN ACOX1 ACP5 ACSL4 ACTA1 ACTA2 ACTB ACTG1 ACTG2 ACTL6B ACVR1 ACVRL1 ADA ADA2 ADAMTS10 ADAMTS17 ADAMTS2 ADAMTS3 ADAMTSL1 ADAMTSL2 ADAT3 ADCY6 ADGRG6 ADGRV1 ADH5 ADNP AEBP1 AFF2 AFF3 AFF4 AGA AGO2 AGPS AHI1 AHSG AIFM1 AIP AKT1 AKT3 ALDH18A1 ALDH1A2 ALDH6A1 ALG12 ALG13 ALG14 ALG3 ALG6 ALG8 ALG9 ALMS1 ALOX12B ALOXE3 ALPL ALX1 ALX3 ALX4 AMER1 AMMECR1 ANAPC1 ANKH ANKLE2 ANKRD11 ANKRD55 ANO5 ANTXR1 ANTXR2 AP1G1 AP2M1 AP4M1 APC APC2 ARCN1 ARHGAP31 ARHGEF2 ARID1A ARID1B ARID2 ARL13B ARL3 ARL6 ARL6IP6 ARMC9 ARPC4 ARSB ARSK ARSL ARVCF ARX ASAH1 ASPH ASPN ASXL1 ASXL2 ASXL3 ATAD1 ATG7 ATL3 ATN1 ATP11A ATP13A2 ATP2B1 ATP6AP2 ATP6V0A2 ATP6V1B2 ATP6V1E1 ATP7A ATP9A ATPAF2 ATR ATRIP ATRX AUTS2 B2M B3GALNT2 B3GALT6 B3GAT3 B3GLCT B4GALT7 B4GAT1 B9D1 B9D2 BANF1 BAP1 BAZ1B BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCL7B BCOR BCORL1 BCR BGN BHLHA9 BICD2 BICRA BIN1 BLM BLTP1 BMP1 BMP15 BMP2 BMP4 BMP6 BMPER BMPR1A BMPR1B BMS1 BNC1 BPNT2 BPTF BRAF BRAT1 BRCA1 BRCA2 BRD4 BRF1 BRIP1 BSCL2 BTNL2 BTRC BUB1 BUB1B BUB3 BUD23 C12orf57 C1R C2CD3 CA2 CACNA1C CACNA1G CACNA2D1 CAMK2A CAMK2G CAMSAP1 CAMTA1 CANT1 CAPN3 CARS1 CASK CASR CASZ1 CBFB CBL CBS CBY1 CC2D2A CCBE1 CCDC103 CCDC134 CCDC22 CCDC28B CCDC32 CCDC39 CCDC40 CCDC47 CCDC65 CCDC8 CCDC88A CCN6 CCND2 CCNK CCNO CCNQ CD244 CD247 CD55 CD96 CDAN1 CDC42 CDC42BPB CDC45 CDC6 CDCA7 CDH1 CDH11 CDH3 CDIN1 CDK10 CDK13 CDKL5 CDKN1C CDT1 CENPE CENPF CENPJ CENPT CEP104 CEP120 CEP152 CEP164 CEP19 CEP290 CEP41 CEP55 CEP57 CERT1 CFAP221 CFAP298 CFAP300 CFAP410 CFAP418 CFAP74 CFL2 CFTR CHCHD10 CHD1 CHD2 CHD4 CHD7 CHEK2 CHN1 CHP1 CHRNA1 CHRNA7 CHRND CHRNG CHST11 CHST14 CHST3 CHSY1 CHUK CIBAR1 CIC CIITA CILK1 CITED2 CKAP2L CLCF1 CLCN3 CLCN5 CLCN7 CLIC2 CLIP2 CLP1 CLTCL1 CNOT1 CNOT2 CNOT3 CNTN1 CNTNAP1 CNTNAP2 COA7 COASY COG1 COG4 COG5 COG6 COG7 COG8 COL10A1 COL11A1 COL11A2 COL12A1 COL1A1 COL1A2 COL25A1 COL27A1 COL2A1 COL3A1 COL4A1 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 COL9A1 COL9A2 COL9A3 COLEC10 COLEC11 COMP COMT COPB1 COX4I1 COX7B CPLANE1 CPLX1 CPT1C CPT2 CRB2 CREB3L1 CREBBP CRIPT CRKL CRLF1 CRPPA CRTAP CSF1R CSGALNACT1 CSNK2A1 CSPP1 CTBP1 CTC1 CTCF CTDP1 CTNNB1 CTNND1 CTNND2 CTNS CTSC CTSD CTSK CTU2 CUL3 CUL4B CUL7 CWC27 CWF19L1 CYP19A1 CYP26B1 CYP27A1 CYP27B1 CYP2R1 CYP3A4 DACT1 DAG1 DBH DCAF8 DCHS1 DCLRE1C DCPS DDR2 DDRGK1 DDX11 DDX3X DDX59 DDX6 DEAF1 DHCR24 DHCR7 DHODH DHPS DHX30 DKC1 DLEC1 DLG4 DLK1 DLL3 DLL4 DLX3 DLX5 DLX6 DMP1 DMXL2 DNA2 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAJC21 DNAJC30 DNAL1 DNM1L DNMT3A DOCK3 DOCK6 DOK7 DONSON DPAGT1 DPF2 DPH1 DPH2 DPH5 DPM1 DPP9 DPYS DPYSL5 DRC1 DSE DSP DUOX2 DUOXA2 DVL1 DVL3 DYM DYNC1H1 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLT2B DYRK1A EBF3 EBP ECE1 ECEL1 EDA EDA2R EDN3 EDNRB EED EFEMP2 EFL1 EFNB1 EFTUD2 EGR2 EHHADH EHMT1 EIF2AK3 EIF2AK4 EIF2S3 EIF4A3 EIF4H EIF5A ELN EMC1 EMG1 EN1 ENG ENPP1 EOGT EP300 EPB41L1 EPS15L1 ERBB2 ERBB3 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ERF ERGIC1 ERLIN2 ERMARD ESCO2 EVC EVC2 EXOC6B EXOC7 EXOSC2 EXOSC5 EXOSC9 EXT1 EXT2 EXTL3 EZH2 FAM111A FAM13A FAM149B1 FAM20C FAM50A FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FARSA FAT4 FBLN1 FBLN5 FBN1 FBN2 FBXL3 FBXL4 FBXO11 FBXO28 FBXW11 FBXW4 FCGR2A FDFT1 FERMT1 FGD1 FGF10 FGF16 FGF23 FGF9 FGFR1 FGFR2 FGFR3 FGFRL1 FHL1 FIBP FIG4 FKBP10 FKBP6 FKRP FKTN FLI1 FLII FLNA FLNB FLT4 FLVCR1 FMR1 FN1 FOXA2 FOXE3 FOXJ1 FOXP1 FOXP2 FRA10AC1 FRAS1 FREM1 FREM2 FSHR FTO FTSJ1 FUCA1 FZD2 G6PC3 GABBR2 GABRA1 GABRA3 GABRD GABRG2 GALNS GALNT2 GAN GARS1 GAS2L2 GAS8 GATA1 GATA2 GATA4 GATA5 GATA6 GATAD2B GBA1 GBF1 GCH1 GDAP1 GDF1 GDF5 GDF6 GDNF GFM2 GGCX GH1 GHR GJA1 GJA5 GJA8 GJB2 GJB3 GJB4 GJB6 GLA GLB1 GLDN GLE1 GLI1 GLI2 GLI3 GLMN GMNN GNA11 GNAI1 GNAO1 GNAS GNAS-AS1 GNB1 GNB2 GNB4 GNE GNPAT GNPTAB GNPTG GON7 GORAB GP1BB GPC3 GPC4 GPC6 GPKOW GPR101 GPX4 GRB10 GRIN1 GRIP1 GRM7 GSC GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GUSB H19 H3-3A H3-3B H4C3 H4C5 H4C9 HACD1 HADHA HADHB HARS1 HBA1 HBA2 HBB HCN1 HDAC4 HDAC6 HDAC8 HEATR3 HECTD4 HEPACAM HEPHL1 HERC1 HERC2 HES7 HESX1 HEY2 HFE HHAT HIC1 HINT1 HIRA HIVEP2 HLA-DRB1 HMGA2 HNRNPA1 HNRNPH1 HNRNPH2 HNRNPK HNRNPR HOXA11 HOXA13 HOXD10 HOXD13 HPGD HRAS HS2ST1 HS6ST1 HSD17B4 HSPA9 HSPB1 HSPB8 HSPG2 HTT HUWE1 HYAL1 HYDIN HYLS1 HYOU1 IARS1 IARS2 IDH1 IDH2 IDS IDUA IFIH1 IFITM5 IFNGR1 IFT122 IFT140 IFT172 IFT27 IFT43 IFT52 IFT57 IFT74 IFT80 IFT81 IGF1 IGF1R IGF2 IGHMBP2 IHH IKBKG IL10 IL11RA IL21 IL2RA IL2RB IL2RG IL6ST IL7R IMPDH2 INF2 INPP5E INPP5K INPPL1 INSR INTS1 INTS8 INTU IPO8 IQCE IQSEC2 IRF6 IRX5 ITCH ITGA7 ITGB4 ITGB6 ITPR3 IYD JAG1 JARID2 JMJD1C JPH1 JUP KANSL1 KAT6A KAT6B KAT8 KATNB1 KATNIP KCNA1 KCNAB2 KCNE5 KCNH1 KCNJ11 KCNJ2 KCNJ5 KCNJ8 KCNK4 KCNK9 KCNMA1 KCNN3 KCTD1 KDELR2 KDM1A KDM4B KDM5B KDM5C KDM6A KDM6B KDR KDSR KIAA0586 KIAA0753 KIAA0825 KIF14 KIF15 KIF1A KIF1B KIF21A KIF22 KIF26A KIF3B KIF5C KIF7 KIFBP KL KLF13 KLHL15 KLHL40 KLHL41 KLLN KMT2A KMT2B KMT2C KMT2D KMT2E KMT5B KNSTRN KPTN KRAS KRT1 KRT10 KRT14 KRT16 KRT9 L1CAM LAGE3 LAMA3 LAMA5 LAMB3 LAMC2 LARGE1 LARS1 LAS1L LBR LEMD2 LEMD3 LETM1 LFNG LHX3 LHX4 LIFR LIG4 LIMK1 LMBR1 LMNA LMNB2 LMOD3 LMX1B LONP1 LOX LPIN2 LRBA LRP4 LRP5 LRRC56 LRRK1 LRSAM1 LSS LTBP1 LTBP2 LTBP3 LTBP4 LUZP1 LYSET LZTFL1 LZTR1 MAB21L2 MACROH2A1 MAD1L1 MAD2L2 MADD MAF MAFB MAGEL2 MALT1 MAN1B1 MAN2B1 MAN2C1 MAP1B MAP2K1 MAP2K2 MAP3K20 MAP3K7 MAPK1 MAPK8IP3 MAPKAPK5 MAPRE2 MARS1 MARS2 MASP1 MAT2A MATN3 MBD5 MBTPS1 MBTPS2 MCIDAS MCM3AP MCTP2 MECOM MECP2 MED12 MED12L MED13L MED25 MEF2C MEG3 MEGF10 MEGF8 MEIS2 MESP2 MET METTL27 MFAP5 MFN2 MGAT2 MGP MIA3 MID2 MIR140 MIR17HG MITF MKKS MKRN3 MKS1 MLXIPL MMP13 MMP14 MMP2 MMP23B MMP9 MOGS MORC2 MPLKIP MPV17 MPZ MRAS MRPS16 MRPS22 MRPS28 MSH4 MSL3 MSX2 MTAP MTFMT MTHFS MTM1 MTOR MTRR MTX2 MUC5B MUSK MYBPC1 MYCN MYH11 MYH3 MYH8 MYL11 MYL2 MYLK MYMK MYMX MYOD1 MYRF MYSM1 NAA10 NAA20 NALCN NANS NARS1 NARS2 NBAS NBN NCAPG2 NCF1 NCKAP1L NDE1 NDN NDRG1 NDUFAF6 NEB NECTIN1 NECTIN4 NEDD4L NEFL NEK1 NEK10 NEK8 NEK9 NELFA NEPRO NEU1 NEUROD2 NEXMIF NF1 NFASC NFIX NFKBIL1 NGLY1 NHP2 NHS NIN NIPBL NKAP NKX2-5 NKX2-6 NKX3-2 NLRP1 NLRP3 NME5 NME8 NOD2 NOG NONO NOP10 NOTCH1 NOTCH2 NOTCH3 NPAP1 NPHP1 NPHP3 NPM1 NPR2 NPR3 NR2F1 NR4A2 NR5A1 NRAS NRCAM NRTN NSD1 NSD2 NSDHL NSMCE2 NSMF NSUN2 NT5C2 NTNG1 NUP107 NUP133 NUP188 NUP37 NUP85 NUP88 NXN OBSL1 OCA2 OCRL ODAD1 ODAD2 ODAD3 ODAD4 ODC1 OFD1 OGT OPA3 ORC1 ORC4 ORC6 OSGEP OSTM1 OTUD5 OTUD6B OTX2 P3H1 P4HB P4HTM PACS1 PACS2 PAFAH1B1 PAH PAICS PAK3 PALB2 PAM16 PAPPA2 PAPSS2 PARN PAX1 PAX3 PCDH19 PCDHGC4 PCGF2 PCNT PCYT1A PDE3A PDE4D PDE6D PDGFRB PDPN PDXK PDZD8 PEPD PEX1 PEX2 PEX5 PEX6 PEX7 PGAP2 PGAP3 PGM3 PHEX PHF21A PHF6 PHF8 PHGDH PHIP PHOX2A PHYH PI4KA PIBF1 PIEZO2 PIGA PIGB PIGF PIGG PIGH PIGK PIGL PIGN PIGO PIGP PIGQ PIGS PIGT PIGV PIGW PIGY PIK3C2A PIK3CA PIK3CD PIK3R1 PIK3R2 PISD PITX1 PKDCC PLAA PLAG1 PLCB3 PLEC PLEKHG5 PLEKHM1 PLK4 PLOD1 PLOD2 PLOD3 PLXND1 PMM2 PMP2 PMP22 PNKP PNPLA6 POC1A POGZ POLA1 POLE POLR1A POLR3A POLR3GL POLR3H POLRMT POMGNT1 POMGNT2 POMK POMP POMT1 POMT2 POP1 POR PORCN POU1F1 PPIB PPM1D PPP1CB PPP1R12A PPP1R15B PPP1R21 PPP2R1A PPP2R3C PPP2R5D PPP3CA PQBP1 PRDM16 PRDM5 PRG4 PRIM1 PRKACA PRKACB PRKAR1A PRKAR1B PRKCZ PRKD1 PRKDC PRKG1 PRKG2 PRMT7 PROKR2 PROP1 PRR12 PRX PSAP PSAT1 PSMB4 PSMB8 PSMB9 PSMC3IP PSMD12 PTCH1 PTCH2 PTDSS1 PTEN PTF1A PTH1R PTHLH PTPN11 PTPN2 PTPN22 PTRH2 PUF60 PUM1 PURA PUS3 PWAR1 PWRN1 PYCR1 PYCR2 PYROXD1 QRICH1 RAB11B RAB18 RAB23 RAB33B RAB3GAP1 RAB3GAP2 RAB7A RAC1 RAC3 RAD21 RAD51 RAD51C RAF1 RAG1 RAG2 RAI1 RALA RAPSN RASA1 RASA2 RASGRP1 RB1 RBBP8 RBM10 RBM8A RBPJ RDH11 RECQL RECQL4 REEP1 RELN RERE RET RETREG1 REV3L RFC2 RFT1 RFWD3 RFX7 RHBDF2 RHOA RIGI RIN2 RINT1 RIPK4 RIPPLY2 RIT1 RLIM RMRP RNF113A RNF13 RNF2 RNF216 RNF6 RNU12 RNU4ATAC ROBO1 ROR2 RPGR RPGRIP1 RPGRIP1L RPL10 RPL11 RPL13 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS23 RPS24 RPS26 RPS27 RPS28 RPS29 RPS6KA3 RPS7 RRAS RRAS2 RREB1 RSPH1 RSPH3 RSPH4A RSPH9 RSPO2 RSPRY1 RTEL1 RTL1 RTTN RUNX2 RUSC2 RXYLT1 RYR1 RYR3 SACS SALL1 SALL4 SAMD9 SATB1 SATB2 SBDS SBF1 SBF2 SC5D SCAPER SCARF2 SCLT1 SCN1A SCN1B SCN2A SCN4A SCN9A SCNM1 SCNN1A SCNN1B SCNN1G SCUBE3 SCYL2 SDCCAG8 SDHB SDHC SDHD SEC23B SEC24C SEC24D SELENON SEM1 SEMA3C SEMA3D SEMA3E SEMA5A SERPINF1 SERPINH1 SETBP1 SETD1B SETD2 SETD5 SF3B2 SF3B4 SFRP4 SFTPA1 SFTPA2 SFTPB SFTPC SGMS2 SH2B1 SH3PXD2B SH3TC2 SHANK3 SHH SHMT2 SHOC2 SHOX SIAH1 SIGMAR1 SIK1 SIK3 SIL1 SIM1 SIN3A SIN3B SKI SKIC3 SLC10A7 SLC12A2 SLC12A6 SLC16A2 SLC17A5 SLC18A3 SLC22A4 SLC25A12 SLC25A22 SLC25A24 SLC25A46 SLC26A2 SLC29A3 SLC2A1 SLC2A10 SLC2A2 SLC31A1 SLC32A1 SLC34A1 SLC34A2 SLC34A3 SLC35A1 SLC35A2 SLC35A3 SLC35B2 SLC35C1 SLC35D1 SLC39A13 SLC39A8 SLC52A2 SLC5A5 SLC5A6 SLC6A1 SLC6A17 SLC6A9 SLC9A6 SLC9A7 SLCO2A1 SLURP1 SLX4 SMAD2 SMAD3 SMAD4 SMAD6 SMARCA2 SMARCA4 SMARCAD1 SMARCAL1 SMARCB1 SMARCC2 SMARCD1 SMARCD2 SMARCE1 SMC1A SMC3 SMC5 SMG9 SMO SMOC1 SMPD4 SMS SNIP1 SNORD115-1 SNORD116-1 SNRPB SNRPN SNX10 SNX14 SOD1 SON SOS1 SOS2 SOST SOX11 SOX4 SOX5 SOX6 SOX9 SP7 SPAG1 SPARC SPART SPECC1L SPEF2 SPEG SPEN SPIDR SPOP SPRED1 SPRED2 SPRTN SPTBN1 SRCAP SREBF1 SRP54 SRY SSR4 STAG1 STAG2 STAMBP STAT4 STK11 STK36 STN1 STUB1 STX16 STX1A STX1B STXBP1 SUCLG1 SUFU SUMF1 SUPT16H SUZ12 SVBP SVIL SYNE1 SYNGAP1 SYT1 SYT2 TAF1 TAF6 TAPT1 TARS1 TASP1 TBC1D24 TBC1D2B TBC1D7 TBCE TBCK TBL1XR1 TBL2 TBR1 TBX1 TBX15 TBX2 TBX22 TBX3 TBX4 TBX5 TBXAS1 TCF12 TCF20 TCF4 TCIRG1 TCTN1 TCTN2 TCTN3 TDO2 TELO2 TENT5A TERC TERT TFAP2A TFAP2B TFE3 TG TGDS TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 THOC6 THSD4 TINF2 TLK2 TLL1 TMCO1 TMEM107 TMEM138 TMEM147 TMEM165 TMEM216 TMEM218 TMEM231 TMEM237 TMEM260 TMEM270 TMEM38B TMEM53 TMEM67 TMEM70 TMEM94 TNFRSF11A TNFRSF11B TNFSF11 TNNI2 TNNT3 TOGARAM1 TONSL TOPORS TOR1A TOR1AIP1 TP53 TP53RK TP63 TPM2 TPM3 TPO TPR TPRKB TRAF3IP1 TRAF7 TRAIP TRAPPC2 TRAPPC9 TREX1 TRIM32 TRIM8 TRIO TRIP11 TRIP12 TRIP13 TRMT10A TRMT5 TRPM3 TRPS1 TRPV4 TRPV6 TRRAP TSHB TSHR TSR2 TTC12 TTC21B TTC26 TTC8 TTI2 TTN TUBA1A TUBB TUBB2B TUBB3 TWIST1 TWIST2 TXNDC15 TXNL4A TYMS UBA1 UBA2 UBE2A UBE2T UBE3A UBE3B UBE3C UBE4B UBR1 UBR7 UFC1 UFD1 UFSP2 UGP2 UNC45A UNC80 UPF3B UQCC2 USB1 USF3 USP7 USP9X VAC14 VCP VDR VPS13B VPS33A VPS35L VPS37D VPS51 WAC WASF1 WASHC5 WDPCP WDR11 WDR19 WDR26 WDR35 WDR4 WDR62 WDR73 WDR81 WFS1 WIPI2 WLS WNK1 WNT10B WNT4 WNT5A WNT7A WRAP53 WRN WWOX XRCC2 XRCC4 XYLT1 XYLT2 YRDC YWHAE YY1 YY1AP1 ZBTB20 ZC4H2 ZDHHC9 ZEB2 ZFPM2 ZIC1 ZIC3 ZMIZ1 ZMPSTE24 ZMYM2 ZMYND10 ZNF141 ZNF292 ZNF407 ZNF423 ZNF462 ZNF469 ZNF668 ZNF699 ZNHIT3 ZPR1 ZSWIM6 ZSWIM7 HP_ABNORMALITY_OF_LIPOPROTEIN_CHOLESTEROL_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_LIPOPROTEIN_CHOLESTEROL_CONCENTRATION ABCA1 ABCA2 ABCG5 ABCG8 ALB ALG6 ALMS1 ANGPTL3 APOA1 APOA2 APOA5 APOB APOC2 APOC3 APOE B4GALT1 CCDC115 CELA2A CEP19 CETP CREB3L3 CYP7A1 DYRK1B EMD EPHX2 FDFT1 FHL1 GALNT2 GHR GPIHBP1 LCAT LDLR LDLRAP1 LIPA LIPC LMNA LPL LRP6 MSMO1 MTTP NGLY1 PANK2 PCSK9 PPARG PPP1R17 PSMB8 SAR1B SLC25A13 SLC7A7 SMPD1 SYNE1 SYNE2 TMEM199 TMEM43 TTPA UBR1 HP_ABNORMALITY_OF_LOWER_EYELASHES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_LOWER_EYELASHES GJA5 GJA8 SF3B4 TCOF1 TWIST2 HP_ABNORMALITY_OF_LOWER_LIMB_EPIPHYSIS_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_LOWER_LIMB_EPIPHYSIS_MORPHOLOGY ACAN ADAMTS2 ADAMTSL2 AIFM1 ARSL ATP7A B3GALT6 BRF1 CANT1 CCN6 CDC6 CHST3 COG1 COL10A1 COL11A1 COL11A2 COL1A1 COL1A2 COL2A1 COL9A1 COL9A2 COL9A3 COMP CREBBP CSPP1 DLK1 DNAJC21 DUOX2 DUOXA2 DVL1 DVL3 DYM EFL1 EIF2AK3 EP300 EXT1 EXTL3 FN1 FZD2 GLB1 GNPTG HESX1 HS2ST1 HSPG2 IFT140 IHH INPP5K IYD KIAA0586 KIF22 LHX3 LHX4 MATN3 MEG3 NEK9 PCNT PEX5 PIK3C2A PLOD3 POU1F1 PROP1 RAB3GAP2 RAD21 RET RINT1 RNU4ATAC RPL13 RSPRY1 RTL1 SBDS SIL1 SKIC3 SLC26A2 SLC2A10 SLC39A13 SLC5A5 SMARCAL1 SRCAP SRP54 TBC1D2B TBX4 TG TINF2 TONSL TPO TRAPPC2 TREX1 TRPS1 TRPV4 TSHB TSHR UFSP2 UNC45A WNT5A HP_ABNORMALITY_OF_LOWER_LIMB_JOINT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_LOWER_LIMB_JOINT AARS1 ABCC6 ABCC9 ABCD1 ACAN ACTA1 ADAMTS2 ADAMTSL2 ADGRG1 ADGRV1 ADNP AEBP1 AFF3 AFF4 AGRN AIFM1 AKT1 ALAD ALDH18A1 ALG14 ALG2 ALG9 ANAPC1 ANGPT2 ANKLE2 ANKRD55 ANO10 ANO5 AP3B1 AP4B1 AP4E1 AP4M1 AP4S1 APC APC2 ARF1 ARFGEF2 ARID1B ARL6IP1 ARNT2 ARSB ARSK ARVCF ASAH1 ATAD1 ATL1 ATP5F1D ATP6AP2 ATP6V0A2 ATP6V1A ATP6V1E1 ATP7A ATR ATRX B3GALT6 B3GAT3 B4GALT7 BAG3 BAZ1B BCL7B BCOR BGN BHLHA9 BICD2 BICRA BIN1 BMP1 BMPR1B BPNT2 BPTF BRAF BRCA1 BRCA2 BRD4 BRF1 BRIP1 BUD23 C12orf57 C18orf32 C19orf12 CAMK2A CANT1 CAPN1 CAPN3 CARS1 CBFB CBS CCDC47 CCDC8 CCDC88C CCN6 CD247 CD40LG CD96 CDC45 CDC6 CDON CDT1 CENPJ CENPT CEP120 CEP85L CFL2 CHAT CHD4 CHMP1A CHRM3 CHRNB1 CHRNG CHST11 CHST3 CHSY1 CLCN3 CLCN5 CLCN7 CLIP2 CLTCL1 CNTNAP1 COG1 COG5 COL10A1 COL11A1 COL12A1 COL13A1 COL1A1 COL1A2 COL25A1 COL27A1 COL2A1 COL3A1 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 COL7A1 COL9A1 COL9A2 COL9A3 COLEC10 COLEC11 COLQ COMP COMT COX11 COX8A CPLX1 CPT2 CREBBP CRTAP CSGALNACT1 CSPP1 CTBP1 CTC1 CTDP1 CTNS CUL7 CYP19A1 CYP27A1 CYP27B1 CYP2R1 CYP3A4 CYP7B1 DAG1 DDR2 DDRGK1 DHCR7 DHODH DHX16 DISP1 DLL1 DMD DMP1 DNAJC21 DNAJC30 DNMT3A DONSON DPAGT1 DPM1 DPYSL5 DSTYK DVL1 DVL3 DYM DYNC2H1 DYNC2I1 DYNC2LI1 DYNLT2B DYRK1A DYSF EBP ECEL1 EFEMP2 EFL1 EIF2AK3 EIF4A3 EIF4H ELN EMD ENPP1 EP300 ERCC1 ERCC4 ERCC6 ERCC8 ERGIC1 ERLIN1 ERLIN2 ERMARD ESCO2 EVC EVC2 EXOC6B EXOSC3 EXT1 EXT2 EXTL3 EYA1 EZH2 F8 FA2H FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAT4 FBLN1 FBLN5 FBN1 FBN2 FDFT1 FGD1 FGF13 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFRL1 FHL1 FIG4 FKBP10 FKBP6 FKRP FLI1 FLNA FLNB FLNC FLT4 FN1 FOXH1 FUT8 FZD2 GABRA1 GABRD GABRG2 GALC GALNS GAN GARS1 GAS1 GATA1 GBA2 GDF5 GDF6 GEMIN4 GET4 GFM2 GFPT1 GJA1 GJB2 GJB6 GJC2 GLB1 GLI1 GLI2 GLI3 GLRA1 GLRB GMNN GMPPB GNB2 GNPTAB GNPTG GORAB GP1BB GPC3 GPC4 GPC6 GPHN GPX4 GRIA3 GSC GTF2I GTF2IRD1 GTF2IRD2 GUSB H3-3B HACD1 HACE1 HBB HCN1 HDAC4 HDAC8 HEATR3 HERC2 HGD HIRA HK1 HNRNPH1 HOXA11 HOXD13 HPGD HPRT1 HRAS HS2ST1 HS6ST1 HSPG2 HTT HYAL1 IARS2 IDH1 IDUA IFIH1 IFT172 IFT52 IFT57 IHH IL2RA IL2RB IL6ST INPP5K INPPL1 IPO8 ITGA7 JAG2 JMJD1C KANSL1 KAT6A KAT6B KDM6A KIAA0586 KIAA0753 KIF1A KIF1C KIF22 KIF5A KIF7 KLC2 KLHL41 KLHL9 KMT2D KPNA3 KRAS KRT5 KY LAMA5 LAMB2 LARGE1 LBR LETM1 LGI4 LIFR LIMK1 LMBR1 LMBRD2 LMNA LMNB2 LMOD3 LMX1B LONP1 LRP4 LTBP1 LYSET MAB21L2 MACF1 MAD2L2 MAFB MAGEL2 MAN2B1 MAN2C1 MAP1B MAP2K1 MAP2K2 MAP3K20 MAP3K7 MAPK8IP3 MARS1 MASP1 MATN3 MBTPS2 MCOLN1 MCTP2 MEFV MEGF10 MEGF8 METTL27 MFN2 MIA3 MKKS MKRN3 MLXIPL MMP13 MMP2 MMP9 MPZ MTX2 MUSK MYH3 MYH8 MYL1 MYL11 MYL2 MYO18B MYO9A MYOT NAA10 NALCN NANS NCF1 NDUFAF6 NDUFS8 NEB NEDD4L NEPRO NF1 NFATC2 NFIX NGLY1 NIPA1 NIPBL NKX3-2 NLRP3 NODAL NOG NONO NOTCH2 NPAP1 NRAS NRCAM NSD1 NSD2 NSDHL NT5C2 NTRK1 OBSL1 OCA2 OCRL OFD1 ORAI1 ORC1 ORC4 ORC6 OSGEP OSTM1 P4HTM PAFAH1B1 PALB2 PAM16 PCDH19 PDGFRB PEPD PEX16 PHEX PI4KA PIEZO1 PIEZO2 PIGA PIGL PIGT PIGY PIK3R2 PITX1 PKDCC PLA2G6 PLCH1 PLOD1 PLOD2 PMP22 PNPT1 POLR1A POLR3A POLR3B POLRMT POMT1 POMT2 POR PORCN POU3F4 PPP2R5D PRG4 PRKACA PRKACB PRKG2 PRMT7 PRR12 PSAP PSAT1 PSMD12 PSTPIP1 PTCH1 PTDSS1 PTEN PTH1R PTPN2 PTPN22 PTRH2 PUF60 PUS3 PWAR1 PWRN1 PYCR1 PYCR2 RAB18 RAB23 RAB33B RAB3GAP2 RAD21 RAD51 RAD51C RBM8A RECQL4 REEP1 RETREG1 RFC2 RFWD3 RINT1 RMRP RNU12 RNU4ATAC RPGRIP1L RPL10 RPL13 RPS15A RREB1 RSPRY1 RTN2 RTTN RUNX2 RYR1 RYR3 SALL1 SAMD9L SATB2 SCARF2 SCN1A SCN1B SCN2A SCN4A SCN9A SCYL2 SDHA SDHAF1 SDHB SDHD SEC24C SEC31A SELENOI SELENON SERPINF1 SERPINH1 SETD2 SF3B2 SF3B4 SFRP4 SGCA SH3PXD2B SHH SHOX SHROOM4 SIK3 SIL1 SIX1 SIX3 SKI SLC10A7 SLC12A2 SLC16A2 SLC18A3 SLC1A4 SLC25A1 SLC25A46 SLC26A2 SLC2A10 SLC34A3 SLC35A2 SLC35A3 SLC35B2 SLC35D1 SLC39A14 SLC39A8 SLC52A3 SLC5A7 SLC6A5 SLC6A9 SLCO2A1 SLX4 SMAD2 SMAD3 SMARCAL1 SMC1A SMC3 SMG9 SMO SMOC1 SNAP25 SNORD115-1 SNORD116-1 SNRPB SOD1 SOX9 SPARC SPART SPAST SPEG SPG11 SPTBN1 SPTBN2 SPTBN4 SRD5A3 STAG2 STAT4 STIL STUB1 STX1A STX1B STXBP1 SVIL SYNE1 SYT2 TBC1D7 TBCD TBL2 TBX1 TBX15 TBX4 TCEAL1 TCTN3 TDGF1 TELO2 TFE3 TGDS TGFB1 TGFB2 TGFBR2 TGIF1 THOC2 THRA TIMM22 TIMM8A TMEM270 TMEM67 TMTC3 TNFRSF1A TNFSF11 TNNI2 TNNT1 TNNT3 TONSL TOR1A TOR1AIP1 TPM2 TPM3 TRAPPC12 TRAPPC2 TRIM2 TRIM8 TRIP11 TRPS1 TRPV4 TTC26 TTN TUBB3 UBA1 UBA2 UBE2T UBE3A UBE3B UBR7 UCHL1 UFC1 UFD1 UFSP2 UGP2 UNC80 USP9X VAC14 VAMP1 VARS1 VCP VDR VPS13B VPS33A VPS37D WASF1 WDR19 WDR35 WDR62 WNK1 WNT5A WNT7A XRCC2 XYLT1 YWHAE YY1 ZBTB20 ZC4H2 ZEB2 ZFYVE27 ZIC2 ZIC3 ZMPSTE24 ZNF407 ZNF469 ZNF699 ZPR1 ZSWIM6 HP_ABNORMALITY_OF_LYSOSOMAL_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_LYSOSOMAL_METABOLISM ASAH1 CA2 CLCN7 GNPTAB LRP5 OCRL PSAP TNFRSF11B HP_ABNORMALITY_OF_MACULAR_PIGMENTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_MACULAR_PIGMENTATION ABCA4 ADAR APOE CACNA1F CDH3 CFAP418 CFH CFHR1 CFHR3 CFI CHM CLN3 CNGB3 CRLS1 CRX CTNNA1 EFEMP1 ELOVL4 HARS1 HMCN1 IFT74 IMPDH1 IMPG1 LCA5 LRAT MAK MC1R MFSD8 MMACHC NMNAT1 OCA2 OPN1LW OPN1MW PAX2 PCYT1A PROM1 PRPH2 RAB28 RAX2 RD3 RP2 RPE65 SLC38A8 SPATA7 TLCD3B TMCO1 VPS13B HP_ABNORMALITY_OF_MASSETER_MUSCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_MASSETER_MUSCLE CACNA1S GIPC1 LRP12 NOTCH2NLC RILPL1 RYR1 HP_ABNORMALITY_OF_MESENTERY_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_MESENTERY_MORPHOLOGY CHST14 CISD2 DSE TMEM94 WFS1 HP_ABNORMALITY_OF_MOUTH_SHAPE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_MOUTH_SHAPE ABCC8 ABL1 ADAM22 AFF3 AFF4 AGO2 AHI1 AKT1 ALX4 ANKLE2 AP1S2 ASH1L ASXL3 ATN1 ATP1A2 ATP1A3 ATP6V1B2 ATRX BAP1 BCAS3 BRAF BRD4 BRPF1 BUB1B CACNA1A CACNA1C CACNA1I CAMTA1 CCDC174 CCDC47 CCDC88A CDC42 CDH11 CDK13 CDK5 CHAMP1 CHD8 CHRNG CLTC CNOT3 COLEC10 COLEC11 COLQ CPLX1 CSNK2B CTBP1 DCHS1 DEAF1 DENND5A DGCR2 DGCR6 DGCR8 DHX30 DHX37 DIS3L2 DLK1 DNAJC21 DPF2 DPH5 DPYD DST DVL1 DVL3 EBF3 EBP ECEL1 EEF1A2 EHMT1 EIF2S3 ELN ERCC2 ESS2 EXT2 EXTL3 FAM149B1 FAT4 FBXO11 FGFRL1 FLII FOXP1 FZD2 GBA1 GCK GFM2 GK GMPPA GNB2 GPC4 GRB10 GRIA3 GTPBP2 H3-3A H4C11 H4C5 HACE1 HDAC4 HDAC8 HERC2 HMGA2 HNRNPK HOXB1 HRAS HS6ST2 HSPG2 IGF2 IL1RAPL1 INPP5E INS INTS1 IQSEC2 KANSL1 KAT6A KAT8 KCNH1 KCNJ11 KCNJ6 KCNK9 KCNMA1 KDM1A KDM4B KIAA0753 KIF15 KIF1A KIF7 KMT2D LAMA2 LAMB2 LEMD3 LETM1 LIFR LMBR1 MAFB MAGEL2 MASP1 MBD5 MED12 MED12L MED13L MEF2C MEG3 MGAT2 MKRN3 MLXIPL MSL3 MTOR MYH3 MYL11 MYMX NALCN NARS2 NCAPG2 NDN NELFA NEXMIF NFIX NGLY1 NIPBL NKAP NOG NONO NOTCH2 NOVA2 NPAP1 NRAS NSD2 NTNG2 NXN OCA2 OCRL OGT PACS1 PACS2 PAK3 PARS2 PCGF2 PCLO PDE4D PDX1 PDZD8 PGAP2 PGAP3 PHF21A PIGA PIGF PIGG PIGL PIGN PIGO PIGQ PIGT PIGU PIGV PIGW PIGY PIK3R1 PLOD3 PLXND1 POGZ POLA1 POLR3A POLRMT POMT2 PPP1CB PPP1R15B PPP2R1A PPP2R5D PRKAR1A PRKAR1B PRR12 PURA PUS7 PWAR1 PWRN1 RAB18 RAC1 RAD21 RAI1 REV3L RLIM RNU4ATAC ROR2 RPS23 RPS6KA3 RTL1 SC5D SCN4A SCNM1 SETBP1 SETD5 SF3B2 SHMT2 SIM1 SIN3A SLC1A3 SLC35A2 SLC6A8 SLC9A6 SMARCD1 SMC1A SMC3 SMC5 SNORD115-1 SNORD116-1 SNRPN SON SOX11 SOX5 SRCAP STAC3 STAT3 STRADA TASP1 TBC1D24 TBL1XR1 TBX1 TCF20 TCF4 TELO2 TET3 TFAP2B TFE3 TMEM237 TRAPPC9 TRIP12 TRMT10A TUBB4A TWIST2 UBE2A UBR1 UNC80 VPS13B WAC WDR37 WDR4 WNT5A ZBTB20 ZC4H2 ZEB2 ZMYM2 ZNF407 ZNHIT3 ZPR1 ZSWIM6 HP_ABNORMALITY_OF_MOUTH_SIZE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_MOUTH_SIZE ABCC9 ACTB ACTG1 ACTL6B ADAMTS3 ADAMTSL2 ADAT3 ADNP ADSL AFF3 AGA AKT1 AKT3 ALDH18A1 ALG9 AMMECR1 ANKRD11 AP1S2 AP2M1 AP4B1 AP4E1 AP4M1 AP4S1 APC ARID1A ARID1B ARID2 ARVCF ASXL1 ASXL3 ATAD3A ATIC ATP10A ATP6V0A2 ATP6V1B2 ATP6V1E1 ATPAF2 ATRX AUTS2 B3GAT3 B3GLCT B4GALT7 BAZ1B BBS7 BCL11B BCL7B BCR BIN1 BMP2 BMPR1A BPNT2 BPTF BRPF1 BUD23 CA2 CACNA1C CAMK2A CAMTA1 CANT1 CASZ1 CAV1 CCBE1 CCDC47 CCND2 CD96 CDC42 CDC42BPB CDC45 CDC6 CDK13 CDK19 CDT1 CENPF CENPT CEP57 CHD2 CHD7 CHRNG CHST14 CHST3 CHSY1 CLCF1 CLCN3 CLIP2 COG1 COG7 COL11A1 COL11A2 COL2A1 COL3A1 COL7A1 COMT CREBBP CRKL CRLF1 CTCF CUL4B DACT1 DCHS1 DCPS DDB1 DDX11 DHCR24 DHCR7 DLK1 DNAJC30 DONSON DPF2 DPYD DPYSL5 DSE DVL1 ECEL1 EDN1 EIF4A3 EIF4H ELN EP300 ERLIN2 EXOSC5 EXTL3 FAM20C FAT4 FBN1 FBXO11 FGFR2 FKBP6 FLCN FLNA FOXP2 FREM2 GABRA3 GABRD GALNS GATAD2B GBA1 GJA1 GLB1 GMNN GNAI3 GNB2 GNPTAB GNS GP1BB GPC3 GPC4 GRB10 GSC GTF2I GTF2IRD1 GTF2IRD2 H3-3A H4C11 H4C3 H4C5 HDAC6 HEATR3 HECTD4 HECW2 HIRA HIVEP2 HNRNPH2 HS2ST1 HSPG2 HUWE1 IARS2 IDUA IFT140 IGF1R INSR IRX5 ITGA3 JMJD1C KARS1 KAT5 KAT6A KATNB1 KCNAB2 KCNH1 KCNJ8 KCNK4 KCNMA1 KCNN3 KDM3B KDM6B KIF15 KIF7 KLHL15 KMT2B LARP7 LEMD2 LGI3 LIG4 LIMK1 LMNA LMX1B LTBP3 LUZP1 MADD MAF MAP2K1 MAP3K7 MAPK1 MAPK8IP3 MAPRE2 MBD5 MCM5 MDM2 MECP2 MED12 MED12L MED13 MED13L MEG3 METTL27 MGAT2 MIPEP MKS1 MLXIPL MMP1 MMP23B MTOR MTX2 MUSK MYBPC1 MYH3 MYL11 MYT1L NALCN NCF1 NEB NEDD4L NEXMIF NFIA NFIX NMNAT1 NONO NOTCH2 NR2F1 NRXN1 NSUN2 NXN OCA2 ORC1 ORC4 ORC6 OSGEP OTX2 PACS1 PACS2 PAFAH1B1 PAX3 PCGF2 PDPN PGAP1 PGAP2 PHACTR1 PIEZO2 PIGA PIGB PIGF PIGL PIGN PIGU PIK3CA PIK3R2 PLCB4 PMM2 POGZ POLA1 POLD1 POLR1B POLR1C POLR1D POLR3A POR POU4F1 PPM1D PPP1R15B PQBP1 PRDM16 PRKCZ PRPS1 PRRX1 PSPH PTCH1 PTDSS1 PTEN QRICH1 RAB3GAP1 RAF1 RAI1 RALGAPA1 RECQL4 RERE RFC2 RIPK4 RLIM RNF113A RNF125 RNF2 RNU12 ROR2 RPL10 RPS6KA3 RREB1 RSPO2 RTL1 RTTN RYR1 SALL1 SATB2 SCARF2 SCN1A SCNM1 SCYL2 SEC23A SEC24C SEMA3E SEPTIN9 SET SETBP1 SETD1A SF3B2 SF3B4 SH2B1 SH3PXD2B SIN3A SKI SKIC3 SLC12A2 SLC25A24 SLC2A1 SLC6A1 SMAD4 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMS SNIP1 SNRPN SON SOS1 SOX11 SOX4 SOX6 SOX9 SP7 SPEG SPEN SPRED2 SRCAP SSR4 STAG1 STRADA STX1A STXBP1 SUPT16H SYNGAP1 TAF6 TALDO1 TASP1 TBC1D20 TBL2 TBX1 TBX4 TCF4 TCOF1 TGDS THUMPD1 TLK2 TMCO1 TMEM147 TMEM270 TMEM67 TMEM70 TMLHE TNNI2 TNNT3 TP63 TPM2 TRIO TRIP12 TRIP4 TRMT10A TRMT5 TRPM3 TRRAP TTN TUBB TWIST1 TWIST2 TXNL4A UBE2A UBE3A UBE3B UBE4B UFC1 UFD1 VPS37D WAC WDR4 WDR73 WLS WNT3 YWHAE ZBTB20 ZMIZ1 ZMPSTE24 ZMYND11 ZNF148 ZNF526 ZNF699 ZSWIM6 HP_ABNORMALITY_OF_MULTIPLE_CELL_LINEAGES_IN_THE_BONE_MARROW https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_MULTIPLE_CELL_LINEAGES_IN_THE_BONE_MARROW ACD ACP5 ADA2 ADH5 ALPK1 AMN ANAPC1 ASXL1 ATR BACH2 BCOR BRCA2 BRIP1 CA2 CALR CASP10 CBL CD27 CIITA CLCN7 CLPB COG6 COQ2 CTC1 CUBN CXCR4 DCLRE1B DDX41 DHFR DKC1 DNAJC21 DNASE2 DPP9 DUT EFL1 ELANE ERCC4 ERCC6L2 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCI FANCL FARSB FAS FASLG FIP1L1 FLI1 GATA1 GATA2 GBA1 GFI1 GFI1B GNAS HAVCR2 HLA-DRB1 HOXA11 IFIH1 IFNG IKZF1 IRF2BP2 ITCH ITK IVD JAK2 KIT KRAS LBR LIG4 LMBRD1 LRBA LYST MAD2L2 MAN2B1 MDM4 MMAA MMAB MMADHC MPIG6B MPL MRPS7 MTHFD1 MTRR MYSM1 NABP1 NAXD NBEAL2 NBN NHP2 NLRC4 NOP10 NPM1 NRAS NUMA1 OSTM1 PALB2 PARN PCCA PCCB PGM3 PIGA PML PRF1 PRKAR1A PRKCD PSTPIP1 PTPRC RAB27A RAC2 RAD51 RARA RASGRP1 RECQL4 RFX5 RFXANK RFXAP RNASEH2A RPA1 RPL26 RPS14 RTEL1 RUNX1 SAMD9 SAMD9L SARS2 SBDS SCARB2 SF3B1 SH2B3 SH2D1A SHOC2 SLC46A1 SLC7A7 SLX4 SMARCAL1 SP110 SRC SRP19 SRP54 SRP72 SRSF2 STAT3 STAT5B STN1 STX11 STXBP2 TALDO1 TBL1XR1 TBXAS1 TCF3 TCIRG1 TCN2 TERC TERT TET2 TGFB1 TINF2 TLR8 TNFRSF4 TNFRSF9 TNFSF11 TP53 TYMS UBE2T UNC13D USB1 VPS33A WDR19 WRAP53 XIAP XRCC4 ZBTB16 ZCCHC8 ZNF699 HP_ABNORMALITY_OF_MUSCLE_SIZE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_MUSCLE_SIZE AARS1 ABCA1 ABCC8 ABHD12 ACADM ACADSB ACTA1 ACTB ACTN2 ADARB1 ADCY6 ADK ADSL ADSS1 AFF4 AFG3L2 AGA AGL AGPAT2 AGRN AGTPBP1 AIFM1 AIMP1 AIP AK9 AKT1 ALDH18A1 ALG3 ALG6 ALG8 ALG9 ALS2 AMPD1 AMPD2 ANG ANO5 ANTXR2 ANXA11 AP1S2 APTX AR ARCN1 ARID1A ARL6 ARMC5 ARSB ARSI ASAH1 ASCC1 ATAD3A ATL1 ATL3 ATM ATP13A2 ATP1A1 ATP2A1 ATP6V0A2 ATP6V1B2 ATP7A ATP8A2 ATRX ATXN1 ATXN2 ATXN3 B3GALNT2 B4GALNT1 B4GALT7 B4GAT1 BAG3 BAZ1B BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCL7B BICD2 BIN1 BMP1 BRAF BSCL2 BUD23 BVES C19orf12 C2orf69 C9orf72 CA8 CADM3 CAPN1 CAPN3 CARS1 CAV1 CAV3 CAVIN1 CCDC115 CCDC47 CCNF CCT5 CD28 CD59 CDCA7 CDH23 CDKN1C CEP126 CEP19 CEP290 CFAP410 CFAP418 CHAT CHCHD10 CHMP2B CHN1 CHP1 CHRNA1 CHRNB1 CHRND CHRNE CHRNG CIDEC CIZ1 CLCN1 CLIP2 CNBP CNTNAP1 COA7 COASY COG7 COG8 COL12A1 COL13A1 COL25A1 COL2A1 COL4A1 COL6A1 COL6A2 COL6A3 COL7A1 COLEC11 COLQ COMP COQ2 CPLANE1 CPSF3 CPT1A CPT1C CRPPA CTLA4 CTNS CUL4B CYP27A1 CYP7B1 DAG1 DALRD3 DAO DARS2 DCAF8 DCTN1 DES DGUOK DHH DHTKD1 DHX16 DIAPH1 DLK1 DMD DNA2 DNAJB2 DNAJC19 DNAJC30 DNM1L DNM2 DNMT3B DOK7 DPM3 DUOX2 DUOXA2 DUX4 DUX4L1 DVL1 DYNC1H1 DYSF EGR2 EHMT1 EIF4H ELN EMD ENTPD1 EPHA4 ERBB3 ERBB4 ERCC6 ERCC8 ERGIC1 ERLIN1 ERLIN2 EXOSC3 EXOSC8 EXOSC9 FAM111B FARS2 FBLN5 FBN2 FBXL4 FBXO38 FDX2 FGD4 FHL1 FIBP FIG4 FITM2 FKBP14 FKBP6 FKRP FKTN FLNA FLNC FLRT1 FLVCR1 FLVCR2 FOS FOXE1 FOXG1 FOXP2 FRG1 FUCA1 FUS FXN GAA GAN GARS1 GATA1 GBA2 GBE1 GBF1 GDAP1 GFPT1 GIPC1 GJB1 GLB1 GLE1 GLT8D1 GMPPB GNAS GNB4 GNE GNPTAB GNS GPC3 GPC4 GPR101 GPR35 GRIA3 GTF2I GTF2IRD1 GTF2IRD2 GUSB GYG1 H4C11 HACD1 HARS1 HBB HELLS HESX1 HEXB HINT1 HK1 HMGA2 HNRNPA1 HNRNPA2B1 HNRNPDL HNRNPK HRAS HS2ST1 HSPB1 HSPB3 HSPB8 HSPG2 HUWE1 HYCC1 HYMAI IBA57 IDS IDUA IFRD1 IFT140 IFT172 IFT27 IFT74 IGF2 IGHMBP2 IL6ST INF2 INPP5E INPP5K INSR IPO8 ISCU ITGA7 ITPR3 IYD JAG1 JAG2 JPH1 KANSL1 KAT6A KBTBD13 KCNA1 KCNH1 KCNJ11 KCNK9 KCNMA1 KCNN3 KCNQ1 KCNQ1OT1 KDM5C KIF1A KIF1B KIF1C KIF21A KIF5A KLC2 KLHL40 KLHL41 KLHL9 KLLN KRT14 KRT5 KY LAMA2 LAMB2 LAMP2 LARGE1 LDB3 LEMD3 LETM1 LHX3 LHX4 LIMK1 LIMS2 LIPE LITAF LMNA LMNB2 LMOD3 LMX1B LRP12 LRP4 LRSAM1 LTBP4 LZTFL1 MAFB MAG MAN2B1 MAN2C1 MAP3K20 MAP3K7 MARS1 MATR3 MB MBD5 MCCC2 MDH2 MECP2 MED13L MED25 MEG3 MEGF10 METTL27 MFN2 MGME1 MICU1 MINPP1 MKKS MKS1 MLIP MLXIPL MME MORC2 MPV17 MPZ MRE11 MST1 MSTN MSTO1 MT-ATP8 MT-TE MT-TL1 MTAP MTMR14 MTMR2 MTRFR MUSK MYBPC1 MYF6 MYH14 MYH3 MYH7 MYL2 MYMK MYMX MYO9A MYOD1 MYOT MYPN NAGA NALCN NARS2 NBN NCF1 NDE1 NDRG1 NDUFA12 NDUFA8 NDUFA9 NDUFAF6 NDUFB8 NDUFS2 NDUFS4 NEB NEFH NEFL NEK1 NEK9 NEMF NEU1 NEXMIF NGLY1 NIPA1 NKX2-1 NKX2-5 NOP56 NOTCH2NLC NPHP1 NPPA NR3C1 NT5C2 NUP88 OGDH OPA1 OPTN PAX7 PAX8 PDK3 PDXK PEX1 PEX10 PEX5 PEX6 PEX7 PFKM PFN1 PGAP1 PHF6 PHKA1 PHKA2 PHKB PHKG2 PHYH PIEZO2 PIGA PIGS PIGW PIK3C2A PIK3CA PIK3R2 PIK3R5 PIP5K1C PLAGL1 PLEC PLEKHG5 PLIN1 PLOD3 PLP1 PLXND1 PMP2 PMP22 PNKP PNPLA2 PNPLA6 PNPT1 POGLUT1 POLG POLR2A POLR3A POLRMT POMGNT1 POMGNT2 POMK POMT1 POMT2 PON1 PON2 PON3 POP1 POPDC3 POU1F1 PPARG PPARGC1A PQBP1 PRKAG2 PROP1 PRPH PRPS1 PRUNE1 PRX PSMB8 PSMG2 PTEN PTRH2 PUS1 PYCR2 PYGM PYROXD1 RAB7A RAI1 RAPSN RASA1 RBCK1 RBM28 RBM8A RECQL REEP1 RETREG1 REV3L RFC2 RILPL1 RMRP RNASEH1 RNF125 RNF170 ROR2 RPS6KA3 RRM2B RTL1 RTN2 RXYLT1 RYR1 RYR3 SACS SALL4 SBF1 SBF2 SCAPER SCLT1 SCN4A SCN5A SCN9A SCO2 SCYL1 SCYL2 SDCCAG8 SDHA SDHAF1 SDHB SDHC SDHD SEC23B SELENON SEMA4D SEPTIN9 SETBP1 SETX SFXN4 SGCA SGCB SGCD SGCG SH3TC2 SHOX SIGMAR1 SIL1 SLC12A6 SLC16A2 SLC18A3 SLC25A1 SLC25A19 SLC25A21 SLC25A4 SLC25A46 SLC26A4 SLC33A1 SLC39A13 SLC46A1 SLC52A2 SLC52A3 SLC5A5 SLC5A6 SLC5A7 SLC7A7 SLC9A6 SMAD4 SMARCA4 SMARCB1 SMCHD1 SMN1 SMN2 SMPD1 SNAP25 SNIP1 SNRPN SNX14 SOD1 SOX10 SPART SPAST SPEG SPG11 SPRTN SPTBN4 SPTLC1 SPTLC2 SQSTM1 SRY STAC3 STAT1 STIM1 STING1 STT3A STUB1 STX1A SUCLA2 SUCLG1 SURF1 SVBP SYNE1 SYNE2 SYT2 TAF15 TARDBP TBC1D23 TBCD TBCE TBCK TBK1 TBL2 TBX3 TBX5 TCAP TCF4 TDP1 TFG TG TGFB1 THRA TIA1 TIMM8A TIMMDC1 TK2 TMEM270 TMEM43 TMTC3 TNFRSF1B TNNT1 TNR TNXB TOE1 TOR1AIP1 TP53 TPI1 TPM2 TPM3 TPO TRAF3IP2 TRAPPC11 TREM2 TRIM2 TRIM32 TRIP4 TRMU TRPV4 TSHB TSHR TTC19 TTC8 TTN TTPA TUBA1A TUBB2B TWNK TYMP UBA1 UBAP1 UBE3A UBQLN2 UNC13A UNC45B USF3 USP48 USP8 VAMP1 VAPB VCP VLDLR VMA21 VPS13A VPS13D VPS33A VPS37D VRK1 VWA1 WARS1 WARS2 WASHC5 WDPCP WDR81 WNK1 WNT5A WRN YARS1 YARS2 YY1 ZBTB20 ZBTB24 ZC4H2 ZEB2 ZFP57 ZFYVE26 HP_ABNORMALITY_OF_NAIL_COLOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_NAIL_COLOR ABCA12 ATP2A2 ATR CAST DSC3 DSG1 DSP FOXC2 GJA1 GJB2 KANK2 KIF11 PEX1 PEX6 PLCD1 RNU4ATAC STK11 TRPS1 HP_ABNORMALITY_OF_NEURONAL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_NEURONAL_MIGRATION ACTB ACTG1 ADAMTS3 ADD3 ADGRG1 ADGRL1 AHDC1 AHI1 AIPL1 AKT1 AKT3 ALDH6A1 ALG11 ALG12 ANKLE2 ANKRD11 APC2 ARF1 ARFGEF2 ARHGAP31 ARHGEF9 ARID1A ARID1B ARID2 ARL13B ARL3 ARMC9 ARX ASCC1 ASNS ASPM ASXL1 ATN1 ATP1A2 ATP1A3 ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 ATR ATXN2 B3GALNT2 B4GAT1 B9D1 B9D2 BICD2 BLTP1 BMPER C2CD3 CAMSAP1 CAMTA1 CASK CBY1 CC2D2A CCBE1 CCDC22 CCDC88A CCND2 CDC40 CDH2 CDK5 CDK5RAP2 CDK6 CDKL5 CDON CENPE CENPJ CEP104 CEP120 CEP135 CEP152 CEP290 CEP41 CEP63 CEP85L CILK1 CIT CLP1 CNTNAP2 COG6 COL18A1 COL25A1 COL3A1 COL4A1 COL4A2 COPB2 CPLANE1 CPLX1 CPT2 CRADD CRB1 CRB2 CRPPA CRX CSF1R CSGALNACT1 CSNK2A1 CSPP1 CTNNA2 CTU2 CUL4B DAG1 DCHS1 DCX DEPDC5 DHCR24 DHCR7 DHX16 DHX37 DISC1 DISP1 DLK1 DLL1 DMXL2 DOCK6 DONSON DPF2 DPYSL5 DYNC1H1 DYNC1I2 DYRK1A EIF2AK2 EML1 EOMES EPG5 ERCC1 ERMARD ETFA ETFB ETFDH EXOC7 EXOSC5 FAM149B1 FAT4 FBXO28 FDFT1 FGF8 FGFR3 FH FIG4 FKRP FKTN FLI1 FLNA FLVCR2 FMR1 FOXG1 FOXH1 FRAS1 FRMD5 FTO GAS1 GDF6 GFM2 GGT1 GLI2 GLS GMNN GMPPB GNAO1 GNB1 GON7 GPHN GPSM2 GPX4 GRIN1 GRM7 GUCY2D HIC1 HNRNPK HSD17B4 HYLS1 IBA57 IER3IP1 IFT140 IFT74 IMPDH1 INPP5E INTS8 IQCB1 ISCA1 JAM2 KANSL1 KAT5 KAT6B KAT8 KATNB1 KATNIP KCNA1 KCNJ13 KIAA0586 KIAA0753 KIF11 KIF14 KIF21A KIF26A KIF2A KIF5C KIF7 KIFBP KLHL15 KNL1 LAGE3 LAMA1 LAMA2 LAMB1 LAMC3 LARGE1 LCA5 LIPT2 LMBRD2 LMNB1 LMNB2 LONP1 LRAT LRPPRC MACF1 MAGEL2 MAN1B1 MAN2C1 MAP1B MAPK8IP3 MAST1 MBOAT7 MCM7 MCPH1 MECP2 MED11 MED12 MED27 MEG3 METTL5 MFSD2A MICU1 MKS1 MLH1 MLYCD MN1 MPDZ MTOR MYORG NANS NARS1 NBN NCAPD3 NDE1 NDN NDUFA6 NEDD4L NEK1 NEUROD2 NFIX NMNAT1 NODAL NPHP1 NPRL2 NPRL3 NRCAM NSDHL NSRP1 NUP107 NUP133 NUP37 OCA2 OCLN ODC1 OFD1 OSGEP PAFAH1B1 PAX6 PCYT1A PDCD6IP PDE6D PDGFB PDGFRB PDHA1 PDHB PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PHC1 PHGDH PHOX2A PI4KA PIBF1 PIDD1 PIGB PIGP PIGQ PIK3CA PIK3R2 PLAA PLCH1 PLK4 PLP1 PMS2 PNKP POLR3A POMGNT1 POMGNT2 POMK POMT1 POMT2 POU4F1 PPFIBP1 PPIL1 PPP1R12A PRKDC PRORP PSAT1 PTCH1 PTEN PYCR2 QARS1 RAB18 RAB3GAP1 RAB3GAP2 RAC1 RALGAPA1 RD3 RDH12 RECQL4 RELN RMND1 RNU12 RNU4ATAC ROBO1 RPE65 RPGRIP1 RPGRIP1L RPS6KA3 RTL1 RTTN RXYLT1 SARS1 SASS6 SCN1B SCN2A SCN3A SEPSECS SF3B4 SHH SHMT2 SIK1 SIN3A SIX3 SLC20A2 SLC25A19 SLC25A22 SLC25A24 SLC30A9 SLC32A1 SLC5A6 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMO SMPD4 SNAP29 SNRPN SON SOX11 SOX4 SPATA7 SPEN SPOP SRD5A3 SRPX2 STAMBP STIL STS SUFU SUZ12 TAF13 TBC1D20 TBC1D24 TBL1XR1 TBR1 TCTN1 TCTN2 TCTN3 TDGF1 TGIF1 THOC2 TMEM107 TMEM138 TMEM216 TMEM218 TMEM222 TMEM231 TMEM237 TMEM67 TMTC3 TMX2 TOGARAM1 TOPORS TP53RK TP73 TPRKB TRAIP TRAPPC10 TRAPPC12 TRAPPC14 TRIM8 TRMT10C TRRAP TSEN15 TSEN2 TSEN34 TSEN54 TTC5 TUBA1A TUBA8 TUBB TUBB2A TUBB2B TUBB3 TUBB4B TUBG1 TUBGCP2 TUBGCP4 TUBGCP6 TUFM TULP1 USP18 USP45 USP9X VAC14 VIPAS39 VLDLR VPS33B VPS35L VPS4A WARS1 WASHC5 WDR26 WDR4 WDR62 WDR73 WT1 WWOX XPR1 XRCC4 YRDC YWHAE ZEB2 ZIC2 ZMIZ1 ZNF292 ZNF335 ZNF423 ZNF526 ZNHIT3 ZSWIM6 HP_ABNORMALITY_OF_NEUTROPHILS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_NEUTROPHILS AARS1 ABCC9 ABCD4 ACP5 ACTC1 ACTN2 ADA2 AGA AK2 AMN ANAPC1 ANKRD1 AP3B1 AP3D1 ASXL1 ATRX BAG3 BAG5 BCOR BLNK BTK CAMK2B CAP2 CARS1 CASP10 CBL CD40 CD40LG CD79A CD79B CDC40 CDCA7 CEBPE CIITA CLPB COG4 CRYAB CSF3R CSRP3 CTC1 CTLA4 CUBN CXCR2 CXCR4 CYBA CYBB CYBC1 DES DIAPH1 DKC1 DMD DNAJC21 DNMT3B DOLK DSG2 DSP EFL1 EIF2AK3 ELANE EPG5 ERCC2 ERCC3 ETV6 FANCA FANCC FANCD2 FANCE FANCG FANCI FAS FASLG FBXL4 FBXW7 FCGR3B FDX2 FHL2 FIBP FIP1L1 FKTN FMO3 FNIP1 FOXP3 FTCD FUT8 G6PC3 GATA1 GATA2 GATAD1 GFI1 GINS1 GPI GSS GTF2E2 GTF2H5 HAND2 HAX1 HEATR3 HELLS HLA-B HSCB HTRA2 ICOS IFNG IGHM IGLL1 IKBKG IKZF1 IL1RN IL36RN IL6ST IL7R IRAK4 IRF2BP2 IRF8 ITCH JAGN1 JPH2 KIT KRAS LAMA4 LAMTOR2 LBR LCP2 LDB3 LIG4 LMBRD1 LMNA LMOD2 LRBA LRRC8A LYST MAD2L2 MDM4 MECOM MEFV MMAA MMAB MMACHC MMUT MPLKIP MSN MTHFD1 MTRR MVK MYBPC3 MYD88 MYH6 MYH7 MYH9 MYPN MYSM1 NABP1 NBAS NCAPG2 NCF1 NCF2 NCF4 NDUFA6 NEXN NHP2 NLRP3 NOP10 NPM1 NRAS NSUN2 NUMA1 OTULIN PACS2 PARN PCCA PCCB PGM3 PIK3CD PIK3CG PIK3R1 PLN PML PMM2 PNP PPCS PPIL1 PRDM16 PRDX1 PRF1 PRKAR1A PRKCD PSEN1 PSEN2 RAB27A RAC2 RAF1 RAG1 RARA RASGRP1 RBM20 RECQL4 RELB RFX5 RFXANK RFXAP RMRP RNF113A RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL3L RPL5 RPL8 RPL9 RPS10 RPS14 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RTEL1 RUNX1 SAMD9 SAMD9L SASH3 SBDS SCN5A SDHA SEC61A1 SF3B1 SFXN4 SGCD SH2D1A SLC19A1 SLC35A1 SLC35C1 SLC37A4 SLC39A7 SLC46A1 SMARCAL1 SMARCD2 SPI1 SPPL2A SRP19 SRP54 SRSF2 STAT1 STAT3 STAT5B STK4 STX11 STXBP2 TAF1A TAFAZZIN TARS1 TBK1 TBL1XR1 TCAP TCF3 TCIRG1 TCN2 TDP2 TERC TERT TET2 TFR2 TFRC TICAM1 TINF2 TLR3 TLR8 TMEM147 TMPO TNNC1 TNNI3 TNNT2 TOM1 TONSL TPM1 TPP2 TRAC TRAF3 TSR2 TTN TXNRD2 TYMS UBE2A UNC13D UNC93B1 USB1 VCL VEZF1 VPS13B VPS33A VPS45 WAS WDR1 WIPF1 WRAP53 XIAP ZBTB16 ZBTB24 ZNFX1 HP_ABNORMALITY_OF_NEUTROPHIL_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_NEUTROPHIL_MORPHOLOGY AMN CEBPE CUBN CXCR4 FTCD LBR LYST MTHFD1 MYH9 NBAS RPS14 SF3B1 SFXN4 SLC19A1 SMARCD2 TET2 TMEM147 HP_ABNORMALITY_OF_NEUTROPHIL_PHYSIOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_NEUTROPHIL_PHYSIOLOGY CEBPE CYBA CYBB CYBC1 DNAJC21 EFL1 GPI IRF8 LCP2 LYST NCF1 NCF2 PMM2 RAC2 SBDS SLC35C1 SPPL2A SRP54 HP_ABNORMALITY_OF_OCCIPITOFRONTALIS_MUSCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_OCCIPITOFRONTALIS_MUSCLE AGRN CHAT COL13A1 MYO9A SLC18A3 SLC25A1 SLC5A7 SNAP25 SYT2 VAMP1 HP_ABNORMALITY_OF_OCULAR_ABDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_OCULAR_ABDUCTION COL25A1 GRM1 KIF21A MAFB MYMK MYMX PHOX2A ROBO3 SALL4 TUBA1A TUBB2B TUBB3 HP_ABNORMALITY_OF_OCULAR_SMOOTH_PURSUIT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_OCULAR_SMOOTH_PURSUIT AARS1 ALS2 ANO10 ATN1 ATP2B3 ATXN1 ATXN10 ATXN2 ATXN3 ATXN8OS CACNA1A CACNA1G DARS2 DPM2 EEF2 ELOVL4 FGF14 FMR1 FTL GBA2 GDAP2 GJB1 GNB1 INPP5E ITPR1 KCNC3 KCND3 KCNN2 MAN2B1 MRE11 NOP56 PAFAH1B1 PDHB PEX10 PIK3R5 PLA2G6 PLD3 PMPCA POLR3A POLR3B PRDX3 PRKCG PRNP RARS1 RFC1 RNF170 RUBCN SACS SCYL1 SETX SPG11 SPTBN2 STT3A STUB1 STXBP1 SYNE1 SYT14 TBCD TBP THG1L TMEM106B TMEM216 TMEM240 TPP1 TSEN54 TTBK2 TULP1 UCHL1 WARS2 XRCC1 XRCC4 ZFYVE26 HP_ABNORMALITY_OF_OLFACTORY_LOBE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_OLFACTORY_LOBE_MORPHOLOGY ANOS1 EDN3 EDNRB MITF MKS1 PEX1 PIGA SOX10 HP_ABNORMALITY_OF_OPTIC_CHIASM_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_OPTIC_CHIASM_MORPHOLOGY ALDH1A3 DYRK1A LETM1 OPA1 TRAPPC12 UCHL1 HP_ABNORMALITY_OF_PAIN_SENSATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_PAIN_SENSATION ABCA1 ABCD1 AIFM1 ALDH18A1 ALDH4A1 ATL1 ATL3 ATP1A2 ATXN1 CACNA1A CACNA2D1 CCT5 CDKL5 CHAMP1 CHST14 CLTCL1 DDHD1 DEAF1 DKK1 DNM1L DSE EBF3 ELP1 FAR1 FBN1 FLII FMR1 GABBR2 GABRG2 GDAP1 GJB1 GNB4 GRIA3 GRIN2A H19 HARS1 HDAC4 HERC2 HK1 HNRNPK HSPB1 IARS2 IGF2 IL6ST IQSEC2 JAG1 KCNQ1OT1 KDM5C KIF1A LIFR LMX1B MADD MAGEL2 MCM3AP MECP2 MEN1 MFN2 MKRN3 MPV17 MPZ NEFL NGF NGLY1 NKX6-2 NLRP3 NPAP1 NTNG1 NTRK1 PDK3 PDXK PEX16 PMP2 PMP22 PNPT1 PRDM12 PRNP PRPS1 PRRT2 PWAR1 PWRN1 RAI1 RELA RETREG1 RFX7 SCN10A SCN11A SCN1A SCN9A SCYL1 SDHA SH3TC2 SHANK3 SMC1A SNORD115-1 SNORD116-1 SORD SPTLC1 SPTLC2 SRPX2 SYNGAP1 TDP1 TMEM218 TRIO TRPM3 UBTF VCP WNK1 YY1 ZEB2 ZFHX2 ZFTA HP_ABNORMALITY_OF_PANCREAS_PHYSIOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_PANCREAS_PHYSIOLOGY ABCB4 ABCC8 ACTG2 AGPAT2 ALMS1 AP2S1 APOC2 APOE APPL1 ARX ATP6AP1 ATP8B1 BCKDHA BCKDHB BLK BRCA1 BRCA2 BSCL2 C4A CASR CAV1 CBS CCDC47 CCND1 CCR1 CDC73 CDKN1A CDKN1B CDKN2A CDKN2B CDKN2C CEACAM3 CEACAM6 CEL CFTR CIDEC CLCA4 CNOT1 COX4I2 CPA1 CTLA4 CTNS CTRC CYBC1 DBT DCTN4 DIS3L2 DNAJC21 EDNRA EFL1 EIF2AK3 ERAP1 FAH FAS FCGR2A FLI1 FOCAD G6PC1 GATA6 GCGR GCK GCLC GK GLUD1 GNA11 GNAS GPC3 GPC4 GPIHBP1 GPR35 GSTM3 HAMP HFE HJV HLA-B HLA-DPA1 HLA-DPB1 HMGCL HMOX1 HNF1A HNF1B HNF4A IFNGR1 IFT172 IKZF1 IL10 IL12A IL12A-AS1 IL23R INS INSR JAG1 KCNJ11 KCNN4 KLF11 KLRC4 KRAS LBR LMF1 LMNA LPL MADD MAFA MEFV MEN1 MIF MMUT MST1 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW NADK2 NDUFS3 NEUROD1 NFS1 NSD2 NSMCE2 OFD1 PALB2 PALLD PAX4 PCCA PCCB PDE11A PDX1 PNPLA2 PPARG PRIM1 PRSS1 PRSS2 PRTN3 PTF1A PTPN22 PTRH2 PUF60 RABL3 RNU7-1 SBDS SCNN1A SCNN1B SEMA4D SERPINA1 SLC11A1 SLC16A1 SLC25A13 SLC26A9 SLC37A4 SLC6A14 SLC7A7 SLC9A3 SMAD4 SMARCAL1 SPINK1 SRP54 STAT3 STAT4 STUB1 STX1A TCF4 TGFB1 TKFC TLR4 TP53 TRMT5 UBAC2 UBR1 UCP2 UQCRH VHL XPNPEP3 YARS1 YY1 HP_ABNORMALITY_OF_PATTERN_VISUAL_EVOKED_POTENTIALS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_PATTERN_VISUAL_EVOKED_POTENTIALS CLN8 CWC27 DNM1L OPA1 SPG11 HP_ABNORMALITY_OF_PERIPHERAL_NERVE_CONDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_PERIPHERAL_NERVE_CONDUCTION AARS1 ABHD12 AIFM1 ALS2 ARHGEF10 ARSA ATL1 ATL3 ATP11A ATP7B ATXN1 ATXN10 BSCL2 CACNA1S CADM3 CCT5 CEP126 CHCHD10 CNTNAP1 CPLANE1 CTDP1 CYP27A1 DCAF8 DEGS1 DHH DHX16 DNAJB6 DNAJC3 DNM2 EGR2 EMILIN1 ERCC3 ERCC4 ERCC6 ERCC8 FBLN5 FBN1 FBXO38 FGD4 FIG4 FLVCR1 FXN GABRA3 GALC GARS1 GDAP1 GFM2 GJB1 GJC2 HK1 HPDL HSD17B4 HSPB1 HSPB8 HYCC1 IDUA IGHMBP2 ITPR3 JPH1 KARS1 KCNJ18 KIF1A KIF1B LAMA2 LIG3 LITAF LMNA LRSAM1 LTBP3 LYST MATR3 MED25 MEGF10 MFF MFN2 MORC2 MPV17 MPZ MTMR2 MTRFR MYH14 NALCN NDRG1 NEFL NEU1 NFASC NGLY1 NOTCH2NLC NTRK1 PDK3 PEX6 PLA2G6 PLEKHG5 PLP1 PMP2 PMP22 PNKP PNPT1 POLG PRDX3 PRPS1 PRX PSAP PTRH2 RAB7A RAI1 REEP1 RETREG1 RFC1 RRM2B SACS SAMD9L SBF1 SBF2 SCN9A SCP2 SETX SH3TC2 SIGMAR1 SLC12A6 SLC25A15 SLC5A7 SNAP29 SORD SOX10 SPG21 SPTLC1 SPTLC2 SUCLA2 SUMF1 SYT2 TBC1D20 TDP1 TFG TPI1 TRIM2 TRPV4 TYMP UBA1 UQCRC1 VAMP1 VCP VPS13A WNK1 YARS1 YME1L1 HP_ABNORMALITY_OF_PREMOLAR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_PREMOLAR AXIN2 EDA EDARADD FGF3 FGFR1 IRF6 LRP6 MSX1 PAX9 SUMO1 TGFA WNT10A WNT10B HP_ABNORMALITY_OF_PRENATAL_DEVELOPMENT_OR_BIRTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_PRENATAL_DEVELOPMENT_OR_BIRTH AARS1 ABCA12 ABCA3 ABCB11 ABCB4 ABCC6 ABCD4 ACE ACTA1 ACTG2 ACTL6B ACY1 ADA ADA2 ADAMTS2 ADAMTS3 ADARB1 ADAT3 ADCY6 ADGRG6 ADNP AFF2 AGGF1 AGRN AGT AGTPBP1 AGTR1 AHCY AIMP1 AKAP9 AKT2 ALB ALDH1A2 ALDH7A1 ALG1 ALG12 ALG14 ALG8 ALG9 ALPK3 ALPL ALX4 AMER1 AMMECR1 ANK2 ANO1 AP1S2 AP3B2 AQP2 ARHGAP31 ARSB ARSL ARV1 ARVCF ASAH1 ASCC1 ASCL1 ASH1L ASNS ASXL1 ASXL2 ASXL3 ATAD3A ATN1 ATP1A2 ATP1A3 ATP6V0A1 ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 ATP8B1 AVPR2 B3GALT6 B3GLCT B4GALT1 B9D1 B9D2 BAZ1B BCL10 BCL7B BCR BICD2 BIN1 BMPER BNC2 BRAF BRCA1 BRCA2 BRD4 BRIP1 BSND BTG4 BUB1 BUB1B BUB3 BUD23 C11orf80 C1QBP C1QC CA2 CACNA1A CACNA1B CACNA1C CACNA1D CACNA2D1 CALCRL CALM1 CALM2 CALM3 CAMK2B CAMKMT CARS1 CARS2 CASP10 CAV3 CBL CC2D2A CCBE1 CCDC174 CCDC22 CCDC47 CD109 CD46 CD96 CDAN1 CDC42BPB CDK13 CDK19 CDKN1C CDKN2A CDON CELF2 CEP290 CEP55 CEP57 CERT1 CFH CFI CFL2 CHAT CHD7 CHEK2 CHMP2B CHRM3 CHRNA1 CHRND CHRNE CHRNG CHST3 CHUK CILK1 CLCN3 CLCN7 CLCNKA CLCNKB CLIP2 CLPB CLTC CLTCL1 CNKSR2 CNOT1 CNTN1 CNTNAP1 COASY COG5 COL11A1 COL11A2 COL12A1 COL13A1 COL1A1 COL1A2 COL25A1 COL2A1 COL3A1 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 COMT COPB2 COQ7 CORIN COX11 COX14 COX15 CPLX1 CPSF3 CPT2 CRB2 CREBBP CRKL CRLS1 CRPPA CRTAP CSGALNACT1 CSNK2A1 CSPP1 CTBP1 CTCF CTSA CYFIP2 CYP11A1 CYP11B1 CYP11B2 DALRD3 DCLRE1B DCLRE1C DDX6 DEAF1 DEF6 DHCR7 DHDDS DHPS DIS3L2 DISP1 DLK1 DLL1 DLL4 DMPK DNA2 DNAJC30 DNM1 DNM1L DNM2 DNMT3A DOCK6 DOHH DOK7 DONSON DPAGT1 DPF2 DPH5 DPM2 DPYSL5 DSP DST DTYMK DUOX2 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYRK1A DZIP1L EBF3 EBP EEF1A2 EFEMP2 EFNB1 EGFR EIF4H EIF5A ELN EMC10 ENPP1 EOGT EP300 EPB41 EPHB4 ERBB3 ERCC2 ERCC3 ERCC4 ERCC5 ERF ERGIC1 ESCO2 EXOSC9 EXT2 EXTL3 F13A1 F13B F2 F7 F8 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FARSA FARSB FAS FASLG FAT4 FBLN5 FBN1 FBXO28 FBXO43 FCGR3B FCSK FDXR FERMT1 FGF12 FGF13 FGF20 FGF8 FGFR1 FGFR3 FGFRL1 FH FIG4 FKBP14 FKBP6 FLI1 FLII FLNB FLT1 FLT4 FLVCR2 FOXC2 FOXE1 FOXF1 FOXH1 FOXRED1 FRA10AC1 FREM2 FUT8 FXR1 FZD4 FZR1 G6PC3 GABBR2 GABRA2 GABRA5 GABRB2 GABRG2 GALK1 GAS1 GATA1 GATA6 GATB GATC GBA1 GBE1 GFPT1 GFRA1 GGPS1 GJA1 GJB2 GLB1 GLDN GLE1 GLI2 GLI3 GLRB GMPPB GNB2 GNPTAB GON7 GOSR2 GP1BA GP1BB GPC3 GPC4 GPC6 GPKOW GREB1L GRIN2D GRIP1 GRM7 GRN GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GUSB GYPC H19 H4C3 HACD1 HADHA HBA1 HBA2 HBB HCN1 HDAC8 HEATR3 HELLPAR HERC2 HIC1 HIRA HLCS HMGA2 HNF1B HNRNPK HOXD13 HRAS HS2ST1 HSD17B4 HSPA9 HSPG2 HYLS1 HYMAI IARS1 IARS2 IBA57 IFIH1 IFT80 IGF1 IGF2 IGHMBP2 IKZF1 IL1RN IL2RB IL2RG IL6ST IL7R INPPL1 INVS IPO8 IQCN IQSEC2 IRF6 ITGA2 ITGA2B ITGA6 ITGA7 ITGA8 ITGB2 ITGB3 ITGB4 JMJD1C JUP KANK2 KANSL1 KAT6B KBTBD13 KCNA2 KCNB1 KCNE1 KCNE2 KCNH2 KCNJ1 KCNJ5 KCNJ6 KCNQ1 KCNQ1OT1 KCNQ5 KDM3B KHDC3L KIAA0586 KIDINS220 KIF14 KIF20A KIF21A KIF26A KIF5C KIF7 KIT KLF1 KLHL40 KLHL41 KMT2D KRAS KRT1 LAGE3 LAMA5 LAMB2 LARS2 LBR LDHA LEMD2 LETM1 LGI4 LHX1 LIFR LIG4 LIMK1 LMNA LMOD1 LMOD3 LONP1 LORICRIN LRP5 LRPPRC LTBP3 LTBP4 LZTR1 MAD2L2 MADD MAFB MAGED2 MAGEL2 MAMLD1 MAP2K1 MAP2K2 MAP3K20 MAP3K7 MAPK1 MAPT MBTPS2 MCM10 MCM4 MCTP2 MDFIC MDM2 MECOM MED12 MEG3 MEGF10 MEI1 METTL27 MGAT2 MKRN3 MKS1 MLXIPL MMACHC MOGS MPLKIP MPZ MRAS MRPS16 MRPS22 MSX1 MT-ND1 MT-ND2 MT-ND3 MTHFR MTHFS MTM1 MTMR14 MTO1 MUSK MYCN MYD88 MYF6 MYH11 MYH3 MYH7 MYL1 MYL11 MYL2 MYL9 MYLK MYMK MYO9A MYOD1 MYPN NAA10 NAA20 NALCN NCF1 NDN NDP NDUFA1 NDUFA10 NDUFA11 NDUFA6 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB7 NDUFB9 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NEB NECAP1 NECTIN1 NEK1 NEK8 NEK9 NELFA NEU1 NEXMIF NFASC NIPBL NLRP3 NLRP7 NODAL NOS1AP NOTCH1 NPAP1 NPC1 NPC2 NPHP3 NR1H4 NRAS NRCAM NSD1 NSD2 NSF NTRK2 NUBPL NUP107 NUP133 NUP188 NUP88 NUS1 OCA2 ODC1 OPA1 ORC1 OSGEP OSTM1 OTUD5 OTX2 PACS1 PACS2 PADI6 PAFAH1B1 PAICS PAK2 PALB2 PARS2 PAX2 PAX7 PBX1 PCDH12 PCGF2 PDHA1 PDX1 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PGAP2 PGAP3 PHACTR1 PHGDH PHIP PHOX2B PI4KA PIEZO1 PIGA PIGG PIGL PIGN PIGO PIGQ PIGS PIGV PIGW PIGY PKHD1 PKLR PLAG1 PLAGL1 PLD1 PLEC PLOD1 PLPBP PLVAP PMM2 PNPO POLR2A POLR3A POMP POR PPM1B PPP1CB PPP3CA PRDM13 PREPL PRKAG2 PRKCD PRMT7 PRPS1 PRRX1 PRUNE1 PSAT1 PSEN1 PTCD3 PTCH1 PTH1R PTPN11 PTPN23 PTRH2 PUF60 PWAR1 PWRN1 QRICH1 QRSL1 RAC1 RAC2 RAD21 RAD51 RAD51C RAF1 RAG1 RAG2 RAI1 RALGAPA1 RAPSN RASA1 RASA2 RASGRP1 RBCK1 RBM10 RBPJ REC114 REN RET RFC2 RFWD3 RHAG RHCE RHD RIPK4 RIT1 RMND1 RMRP RNF113A RNF2 RNU4ATAC ROBO1 RPGRIP1 RPGRIP1L RPL10 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RRAS RRAS2 RREB1 RSPO2 RSPRY1 RTL1 RYR1 RYR3 SARS2 SATB1 SCARF2 SCN10A SCN3A SCN4A SCN4B SCN5A SCN8A SCYL2 SEC24C SEC24D SELENON SEMA3E SERPINE1 SERPINH1 SETD1A SF3B4 SFTPB SFTPC SFXN4 SHH SHOC2 SHPK SHQ1 SIN3A SIX3 SKIC2 SKIC3 SLC12A1 SLC13A5 SLC16A2 SLC17A5 SLC18A3 SLC1A2 SLC25A1 SLC25A12 SLC25A19 SLC25A24 SLC25A26 SLC25A46 SLC26A2 SLC26A3 SLC27A4 SLC2A1 SLC30A9 SLC31A1 SLC35A2 SLC35D1 SLC38A3 SLC3A1 SLC5A7 SLC6A5 SLC6A9 SLC9A3 SLX4 SMARCAD1 SMARCAL1 SMARCD2 SMC1A SMC3 SMG9 SMN1 SMPD4 SNAP25 SNORD115-1 SNORD116-1 SNRPB SNRPN SNTA1 SOD1 SON SOS1 SOS2 SOX10 SOX17 SOX18 SOX9 SPECC1L SPEN SPINT2 SPOP SPRED2 SPTA1 SPTB SPTBN1 SQSTM1 STAG1 STAT2 STK11 STOX1 STRADA STX1A SUFU SYNE1 SYNGAP1 SYNJ1 SYT2 SZT2 TAF1 TALDO1 TAOK1 TAPT1 TARS1 TBC1D24 TBCD TBCK TBL2 TBX1 TBX5 TCF4 TCTN1 TCTN2 TCTN3 TDGF1 TFAM TGIF1 TGM1 THOC2 THSD1 TIMMDC1 TLK2 TMCO1 TMEM106B TMEM107 TMEM126B TMEM216 TMEM231 TMEM237 TMEM270 TMEM67 TMEM70 TNNC2 TOR1A TP53 TP53RK TP63 TPI1 TPM2 TPM3 TPRKB TRAF7 TRAIP TRAK1 TRAPPC12 TRDN TREM2 TRIM37 TRIP11 TRIP13 TRIP4 TRPV3 TRPV4 TRPV6 TSEN2 TSEN54 TSFM TSHR TSR2 TTC26 TTC7A TUBA1A TWIST1 TWIST2 TXNDC15 UBA1 UBA5 UBE2A UBE2T UFD1 UNC45B UQCC2 UQCRFS1 UROD UROS USP18 USP7 USP9X VAC14 VAMP1 VANGL2 VARS1 VCP VPS13B VPS33B VPS35L VPS37D WARS2 WASHC5 WDR35 WDR4 WDR62 WDR73 WDR81 WNT3 WNT4 WNT7A WNT9B WT1 WWOX XRCC2 YARS1 YRDC YWHAE YWHAG ZBTB18 ZBTB42 ZC4H2 ZFP36L2 ZIC2 ZIC3 ZMPSTE24 ZNF699 HP_ABNORMALITY_OF_PRIMARY_TEETH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_PRIMARY_TEETH ALPL AXIN2 B4GALT7 BCOR C1R C1S CA2 CAMK2B CBFB CLCN7 COL3A1 CSTB CTSC CTSK DEAF1 DVL1 EDA EDAR EDARADD EDNRA EHMT1 ERCC1 ERCC4 ERCC6 ERCC8 FAM111A FERMT1 FGFR1 FGFR2 FIG4 FLII FLNA GJA1 HNRNPK IL6ST IQSEC2 IRF6 KCNJ2 KCNJ5 KDF1 KIF7 LEMD2 LMNA LRP6 MSX1 NDUFB11 PAX9 PCGF2 PRKD1 PTH1R PURA PUS7 RAB23 RAI1 RHOA RNF113A RUNX2 SFRP4 SMARCAL1 SNRPN SNX10 SRCAP STAT3 SUMO1 TCIRG1 TFAP2B TGFA TMCO1 TNFSF11 TRAF6 UBR1 VAC14 VDR WNT10A WNT10B WNT5A ZBTB7A ZMPSTE24 HP_ABNORMALITY_OF_PROTHROMBIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_PROTHROMBIN ACAD9 ADK AGA AHCY AKR1D1 ALG12 AMACR CD46 CFH CFI CLPB COG8 CYP7B1 EFL1 F10 F2 F5 F7 F9 FAH GFI1B GGCX GNE GPR35 HADH HELLPAR HLA-DQA1 HLA-DQB1 HMGCL LMAN1 MCFD2 MICOS13 MST1 MTTP NBAS NGLY1 NR1H4 OTC PET100 PGM1 PLOD3 PMM2 PRF1 RINT1 SEMA4D SLC25A13 SLC30A10 SLC37A4 SOS2 TCF4 TRMU VKORC1 HP_ABNORMALITY_OF_PULMONARY_CIRCULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_PULMONARY_CIRCULATION ABCC6 ABCD4 ACTA2 ACTC1 ACVRL1 AFF4 AGGF1 AGK AGR2 AKT1 ALDH1A2 ALMS1 ARHGAP31 ARSB ATP13A3 ATP5F1A BANF1 BMPR2 BTNL2 C4A CA2 CACNA1C CACNA1D CAV1 CBS CCN2 CCR1 CCR6 CD55 CHST3 CITED2 CLCN7 COG1 COL1A1 COL1A2 COLQ COX5A COX6B1 COX7B COX8A CTCF DEF6 DLK1 DLL4 DOCK6 EIF2AK4 ENG ENPP1 EOGT ERAP1 F13A1 F2 F8 FAS FBN1 FGFR1 FGFR3 FIG4 FLNA FLNC FOXF1 FOXP1 G6PC3 GATA4 GATA6 GBA1 GDF2 GNAQ HABP2 HBB HLA-B HLA-DRB1 HSPG2 IDUA IFNGR1 IKBKG IL10 IL12A IL12A-AS1 IL12B IL23R IL6ST IPO8 IRF5 JAK2 KCNJ5 KCNK3 KCNN4 KIAA0319L KIF20A KLRC4 KMT2D KRAS KRT18 LAMA2 LAMB2 LARS2 LIFR LIPT1 LMNA MED12 MED25 MEFV MEG3 MGP MLX MMACHC MPL MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW MTHFR MUC5B MYBPC3 MYH11 MYH6 MYH7 MYMK MYPN NAA10 NDUFA8 NDUFB10 NF1 NFIX NFU1 NKX2-1 NKX2-5 NOD2 NOTCH1 ODAD1 PAM16 PDSS1 PGM1 PIEZO1 PIGA PIGN PLP1 PPCS PRIM1 PROC PROS1 PTEN RBPJ RHAG RPL3L RTL1 SARS2 SCARB2 SERPINC1 SFTPA2 SFTPB SFTPC SLC25A24 SLC29A3 SLC34A2 SLC37A4 SLC4A1 SMAD4 SMAD9 SMARCAL1 SNX10 STAT1 STAT4 TBX20 TBX4 TCIRG1 TERT TET2 THBD THPO THSD1 TLL1 TLR4 TNFSF11 TNNI3 TNNT2 TOM1 TRRAP TTC26 UBAC2 UBE2A VAC14 VCL VHL VPS33A ZMPSTE24 ZNF699 HP_ABNORMALITY_OF_RADIAL_EPIPHYSES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_RADIAL_EPIPHYSES BGN COL9A1 COL9A2 COL9A3 IFIH1 SLC26A2 HP_ABNORMALITY_OF_REFRACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_REFRACTION AARS1 ABCC6 ACOX1 ACSL4 ADAMTS10 ADAMTS17 ADAMTS18 ADAMTS2 ADAMTSL1 ADAMTSL4 ADGRL1 ADGRV1 ADNP AEBP1 AFF4 AGBL5 AGK AHDC1 AIFM1 AKT1 ALDH18A1 ALDH1A3 ALDH3A2 AMMECR1 ANKRD11 ANTXR1 AP1B1 AP1G1 AP3D1 APC2 ARCN1 ARHGEF2 ARID1A ARID1B ARID2 ARL6 ARPC4 ARR3 ARSG ARV1 ASH1L ASPH ASXL1 ASXL3 ATAD3A ATF6 ATP6AP1 ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 ATRX B3GALNT2 B3GALT6 B3GAT3 B3GLCT B4GALT1 B4GALT7 BAP1 BAZ1B BBS1 BBS9 BCL11B BCL7B BEST1 BFSP2 BICRA BLOC1S3 BLTP1 BMP4 BPTF BRAF BRCA1 BRCA2 BRD4 BRIP1 BUD23 C12orf57 C1QBP CABP4 CACNA1F CACNA1G CACNA2D4 CAMK2B CAMK2G CAMSAP1 CAMTA1 CANT1 CARS1 CASK CASZ1 CBS CC2D2A CCDC28B CCDC47 CCNQ CDC45 CDH23 CDK8 CENPT CEP78 CFAP418 CHAMP1 CHD3 CHD4 CHM CHMP1A CHRDL1 CHST14 CHST3 CHST6 CIB2 CLCN3 CLDN11 CLDN16 CLDN19 CLIP2 CLP1 CLRN1 CNGA3 CNGB3 CNNM4 CNOT3 COL11A1 COL11A2 COL12A1 COL17A1 COL18A1 COL1A2 COL25A1 COL2A1 COL3A1 COL4A1 COL4A3 COL4A4 COL4A5 COL4A6 COL5A1 COL8A2 COL9A1 COL9A2 COL9A3 COX7B CPSF1 CRB1 CREBBP CRIPT CRPPA CRYAA CRYAB CRYBA2 CRYBA4 CRYBB1 CRYBB2 CRYGC CRYGD CSGALNACT1 CSPP1 CSTA CTCF CTNNB1 CTSK CYP1B1 CYP4V2 CYSLTR2 DAG1 DDX6 DEAF1 DNAJC21 DNAJC30 DOHH DPAGT1 DPF2 DPH5 DPYD DSE DYRK1A EBF3 EDEM3 EED EFEMP1 EFL1 EHMT1 EIF2S3 EIF4H ELN ELOVL4 ELP1 EMC1 ENPP1 EP300 EPHA2 EPRS1 ERBB3 ERCC2 ERCC3 ERCC4 ERCC6 ERCC8 ERMARD ESPN EXOSC2 EXOSC5 FAM111A FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FBN1 FBN2 FBXO11 FBXW11 FBXW7 FGD1 FGF3 FGFR2 FGFR3 FIBP FKBP14 FKBP6 FKRP FKTN FLCN FLII FLNA FN1 FOXL2 FOXP1 GABRD GALNT2 GATAD2B GJA1 GJA5 GJA8 GJC2 GLE1 GLRA2 GLRB GMPPB GNA11 GNAQ GNAT1 GNAT2 GNB2 GNB3 GNPTAB GNPTG GPAA1 GPR143 GPR179 GRHL2 GRIA1 GRK1 GRM6 GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GTPBP2 GZF1 H1-4 H4C3 H4C5 HACE1 HADHA HARS1 HCCS HDAC4 HDAC8 HERC1 HERC2 HIVEP2 HK1 HNRNPK HNRNPR HS6ST2 HSPG2 HTT HUWE1 IARS2 IFIH1 IFT122 IFT172 IFT27 IFT43 IFT52 IGF1 INTS1 IPO8 IQSEC2 IRX5 JAG1 KANSL1 KAT5 KAT6A KAT8 KCNAB2 KCNE5 KCNH1 KCNV2 KDM5B KDM5C KERA KIAA0586 KIAA0753 KIDINS220 KIF11 KIF21A KIFBP KLLN KMT2B KMT2C KRAS KRT14 KRT5 LAMA1 LAMB2 LARGE1 LAS1L LCA5 LIG4 LIMK1 LMBRD2 LMX1B LOX LOXL3 LRAT LRIT3 LRMDA LRP2 LRPAP1 LRRC32 LTBP2 LUZP1 MAD2L2 MADD MAF MAG MAGEL2 MAN1B1 MAN2B1 MAP2K1 MAP2K2 MAP3K7 MAPK8IP3 MARK3 MBD5 MBTPS2 MC1R MED12 MED12L MED13L MED25 METTL27 MFRP MFSD8 MID1 MIR184 MKRN3 MLXIPL MMP23B MPLKIP MSX2 MT-TS2 MYO1H MYO5A MYO7A MYOC NADK2 NALCN NBAS NCF1 NDP NDRG1 NDUFB11 NEDD4L NEK1 NEUROD2 NFIX NIPBL NMNAT1 NOG NONO NOTCH2 NPAP1 NPR3 NR2F1 NRAS NSD1 NSUN2 NT5C2 NYX OAT OCA2 OFD1 OGT OPN1LW OPN1MW OPTN OTUD5 OTX2 OVOL2 P3H2 P4HA2 P4HTM PACS1 PACS2 PAK2 PALB2 PAX2 PAX6 PBX1 PCDH15 PCNT PCYT1A PDE4D PDE6B PDE6C PDE6H PDGFRB PDPN PDZD7 PDZD8 PGAP2 PGAP3 PGM2L1 PHIP PHOX2A PIEZO2 PIGG PIGL PIGO PIGQ PIGT PIGU PIGV PIGW PIGY PIK3CA PIK3R1 PITX2 PLOD1 PLOD3 PMM2 PNPLA6 POC1B POGZ POLR1C POLR3A POLR3B POLR3GL POMGNT1 POMK POMT1 POMT2 PPM1D PPP1R12A PPP1R21 PPP2R5D PQBP1 PRDM16 PRDM5 PRIMPOL PRKAR1B PRKCZ PRMT7 PRPS1 PRR12 PRSS56 PSMD12 PTEN PTPN11 PUF60 PURA PWAR1 PWRN1 RAB11B RAB28 RAD21 RAD50 RAD51 RAD51C RAI1 RAX RBM10 RECQL4 RERE RFC2 RFWD3 RHO RHOA RIN2 RLBP1 RMRP RNF113A RNF2 RNU4ATAC ROBO1 ROBO3 RORA RP1 RP2 RPE65 RPGR RPGRIP1 RPL10 RRAS2 RS1 SAG SATB1 SATB2 SCO2 SCUBE3 SDHB SDHC SDHD SEC23B SETBP1 SETD2 SETD5 SF3B1 SHANK3 SHOC2 SIN3A SIX6 SKI SLC12A6 SLC24A1 SLC25A24 SLC25A4 SLC2A10 SLC35A2 SLC38A8 SLC39A5 SLC39A8 SLC4A11 SLC6A6 SLC6A8 SLITRK6 SLX4 SMAD4 SMARCA4 SMARCAL1 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMG8 SMS SNORD115-1 SNORD116-1 SNRPN SOBP SON SOX10 SOX11 SOX2 SOX4 SOX5 SOX9 SPATA7 SPEN SRCAP STX1A STXBP1 SYNE1 SYT1 TAF1 TAOK1 TARS1 TASP1 TBC1D23 TBC1D24 TBC1D2B TBC1D7 TBCE TBL2 TCEAL1 TCF20 TCF4 TCTN2 TDO2 TEAD1 TFAP2A TFAP2B TFE3 TGFBI TGM5 THG1L THOC6 TIMM8A TKFC TLK2 TMEM270 TMEM63A TMEM94 TMEM98 TNPO2 TRAPPC11 TRIM37 TRIT1 TRNT1 TRPM1 TRPV4 TSPAN7 TTC8 TTLL5 TTR TUB TUBA1A TUBB2B TUBB3 TUBB4B TULP1 TWIST2 TYR UBE2T UBE3A UBE3B UBE4B UCHL1 UFC1 UNC119 UQCC3 USF3 USH1C USH1G USH2A USP7 USP9X VARS1 VCAN VPS13B VPS37D VPS50 VSX1 WAC WDR19 WDR26 WDR35 WDR45 WHRN XRCC2 XYLT1 XYLT2 YME1L1 YY1 ZBTB7A ZC4H2 ZEB1 ZEB2 ZFHX4 ZMIZ1 ZMYM2 ZNF148 ZNF408 ZNF469 ZNF644 ZSWIM6 HP_ABNORMALITY_OF_RENAL_EXCRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_RENAL_EXCRETION ACE AGT AGTR1 APRT AQP2 ATP1A1 AVPR2 BSND C3 CASR CAV1 CCN2 CCR6 CD46 CFB CFH CFHR1 CFHR3 CFI CLCNKA CLCNKB CLDN10 CLDN16 CTNS CYP24A1 DMP1 DZIP1L ENPP1 FAM20A GALNT3 HLA-DRB1 HNF1A IL6 IRF5 ITPR3 KCNJ1 KCNJ10 KCNJ5 KL LPIN1 LZTFL1 MAGED2 MT-CO1 MT-CO3 MUC1 MYH11 NPHP1 NPHP3 NPHP4 OBSCN PAX2 PBX1 PKHD1 PLVAP PTPN22 REN RRAGD RYR1 SARS2 SLC12A1 SLC12A3 SLC22A12 SLC25A20 SLC34A1 SLC41A1 SLC5A2 SON THBD TMEM67 HP_ABNORMALITY_OF_RENIN_ANGIOTENSIN_SYSTEM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_RENIN_ANGIOTENSIN_SYSTEM AVPR2 BSND CACNA1D CASR CDKN1A CDKN1B CDKN2B CDKN2C CLCN2 CLCNKA CLCNKB CYP11A1 CYP11B1 CYP11B2 CYP17A1 HSD11B2 HSD3B2 INSR KCNJ1 KCNJ10 KCNJ16 KCNJ5 MAGED2 MC2R MEN1 MRAP NNT NR3C2 POR SCNN1A SCNN1B SCNN1G SLC12A1 SLC12A3 SLC26A3 WNK1 HP_ABNORMALITY_OF_REPRODUCTIVE_SYSTEM_PHYSIOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_REPRODUCTIVE_SYSTEM_PHYSIOLOGY AARS1 AARS2 ABCA4 ABCD1 ABCD4 ABL1 ACTA2 ACTB ACTG2 ACTL9 ADAMTS3 ADARB1 ADAT3 ADGRG2 ADNP AEBP1 AFF4 AGA AGBL5 AGGF1 AGK AGPAT2 AHI1 AHR AHSG AIP AIRE AK7 AKAP3 AKR1C2 AKR1C4 AKT1 AKT2 ALDH18A1 ALDH1A2 ALG1 ALG12 ALG5 ALG8 ALG9 ALKBH8 ALMS1 ALX4 AMACR AMH AMHR2 ANAPC1 ANAPC7 ANGPT2 ANK1 ANKLE2 ANKRD11 ANOS1 ANTXR1 AP1S2 APC2 AR ARCN1 ARHGEF18 ARID1A ARID1B ARID2 ARL2BP ARL3 ARL6 ARMC2 ARMC5 ARNT2 ARSL ARVCF ARX ASH1L ASTL ASXL3 ATAD3A ATM ATN1 ATP5F1A ATP5F1D ATP5F1E ATP5MK ATP6V0A2 ATP6V1A ATP6V1E1 ATP7B ATPAF1 ATPAF2 ATR ATRX ATXN8OS AURKC AUTS2 AXL B3GALNT2 B3GLCT B4GALNT1 B4GALT7 B4GAT1 B9D1 B9D2 BAP1 BAZ1B BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCL10 BCL7B BCOR BCS1L BDNF BEST1 BICC1 BICRA BIN1 BLM BLOC1S3 BLOC1S5 BMP15 BMP2 BMP4 BMP6 BMPR1B BNC1 BPTF BPY2 BRAF BRCA1 BRCA2 BRCC3 BRD4 BRDT BRF1 BRIP1 BRWD3 BSCL2 BTG4 BUB1B BUD23 C11orf80 C14orf39 C2CD3 C2CD6 C4A CA4 CACNA1G CAMK2A CAMKMT CAMSAP1 CARS1 CASP10 CASZ1 CATIP CATSPER1 CATSPER2 CAV1 CAVIN1 CBL CBX2 CC2D2A CCBE1 CCDC103 CCDC141 CCDC174 CCDC22 CCDC28B CCDC32 CCDC34 CCDC39 CCDC40 CCDC62 CCDC65 CCDC8 CCN2 CCNO CCR1 CCR6 CD96 CDC14A CDC20 CDC42 CDC42BPB CDC45 CDC6 CDC73 CDCA7 CDH11 CDH2 CDH23 CDHR1 CDK8 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CDON CDT1 CDY1 CDY2A CEP112 CEP120 CEP152 CEP164 CEP19 CEP290 CERKL CFAP221 CFAP251 CFAP298 CFAP300 CFAP410 CFAP418 CFAP43 CFAP44 CFAP45 CFAP47 CFAP52 CFAP58 CFAP65 CFAP69 CFAP70 CFAP74 CFAP91 CFTR CHD4 CHD7 CHEK2 CHP1 CHRM3 CHRNG CHST14 CIDEC CILK1 CISD2 CITED2 CKAP2L CLCN3 CLCN4 CLDN2 CLEC7A CLIC2 CLIP2 CLP1 CLPP CLRN1 CNBP CNGA1 CNGB1 COG1 COG5 COL25A1 COL3A1 COL4A1 COLEC10 COLEC11 COMT COQ2 COX7B CPE CPLANE1 CPLX1 CRB1 CREBBP CRPPA CRX CSPP1 CT55 CTBP1 CTC1 CTCF CTDP1 CTNNB1 CTNS CUL4B CUL7 CWC27 CYB5A CYP11A1 CYP11B1 CYP17A1 CYP19A1 DACT1 DAG1 DAZ1 DAZ2 DAZ3 DAZ4 DBH DCAF17 DCC DDB2 DDX3X DDX3Y DDX59 DDX6 DGCR2 DGCR6 DGCR8 DHCR7 DHDDS DHH DHODH DHX37 DHX38 DIAPH1 DIAPH2 DICER1 DIS3L2 DKC1 DLK1 DLL3 DLX4 DMPK DMRT1 DMRT3 DMXL2 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH10 DNAH11 DNAH17 DNAH2 DNAH5 DNAH7 DNAH8 DNAH9 DNAI1 DNAI2 DNAJB11 DNAJB13 DNAJC19 DNAJC21 DNAJC30 DNAJC6 DNAL1 DNAL4 DNALI1 DNHD1 DNM1L DNM2 DNMT3A DOK7 DPAGT1 DPF2 DPH2 DPP9 DPY19L2 DPYSL5 DRC1 DSE DTNBP1 DTYMK DUSP6 DVL1 DVL3 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYRK1A DZIP1 EBF3 EBP EDEM3 EED EFNB1 EHMT1 EIF2B1 EIF2B2 EIF2B3 EIF2B4 EIF2S3 EIF4H EIF5A ELN EMG1 EP300 ERAL1 ERAP1 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ESCO2 ESR1 ESR2 ESS2 EVC EVC2 EWSR1 EXT2 EYS EZH2 F10 F11 F13A1 F13B F2 F5 F7 F8 FAM111A FAM149B1 FAM161A FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FARS2 FAS FASLG FAT4 FBLN1 FBN1 FBXO43 FBXW7 FCGR2A FDFT1 FEZF1 FGA FGB FGD1 FGF10 FGF17 FGF8 FGFR1 FGFR2 FGFR3 FGFRL1 FGG FIG4 FIGLA FIP1L1 FKBP6 FKRP FKTN FLG FLI1 FLNA FLNB FLRT3 FLT4 FMR1 FOCAD FOS FOXA2 FOXJ1 FOXL2 FRAS1 FREM2 FSCN2 FSHB FSHR FSIP2 FTO FUZ FXR1 FZD2 G6PC3 GABRD GALC GALK1 GALT GANAB GAS2L2 GAS8 GATA1 GATA3 GATA4 GATA5 GATA6 GBA1 GBA2 GCM2 GCNA GDF1 GDF6 GDF9 GFM2 GGN GGPS1 GHR GJA1 GJA5 GJB2 GJB3 GJB4 GJC2 GK GLE1 GLI1 GLI2 GLI3 GMNN GMPPB GNAS GNB2 GNRH1 GNRHR GP1BA GP1BB GP6 GP9 GPC3 GPC4 GPC6 GPR101 GPR161 GRB10 GRIA2 GRIA3 GRIN2B GRIP1 GSC GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GUCA1B GUCY1A1 H1-4 H19 H4C5 H4C9 H6PD HAMP HARS2 HBA1 HBA2 HBB HCCS HDAC4 HDAC8 HERC2 HES7 HESX1 HEXB HFE HFM1 HGSNAT HIBCH HIRA HJV HLA-B HLA-DQA1 HLA-DQB1 HLA-DRB1 HMGA2 HNF1B HNRNPH1 HNRNPK HNRNPR HOXD13 HPRT1 HPS4 HPS5 HPSE2 HRAS HS2ST1 HS6ST1 HSD17B3 HSD17B4 HSD3B2 HSF2BP HSFY1 HSPG2 HTRA2 HTT HUWE1 HYDIN HYLS1 HYMAI IDH3A IDH3B IER3IP1 IFNGR1 IFT140 IFT172 IFT27 IFT74 IFT80 IFT88 IGBP1 IGF1 IGF2 IKZF1 IL10 IL12A IL12A-AS1 IL17F IL17RA IL17RC IL17RD IL1RAPL1 IL23R IMPDH1 IMPG1 IMPG2 INPP5K INPPL1 INSL3 INVS IQCB1 IQCN IRF2BP2 IRF4 IRF5 IRF6 IRX5 ITGA2B ITGA8 ITGB3 ITGB6 JAG1 JAM3 JMJD1C KANSL1 KAT5 KAT6A KAT6B KCNAB2 KCNJ6 KCNQ1 KCNQ1OT1 KCNU1 KDM1A KDM3B KDM5B KDM5C KDM5D KDM6A KDM6B KDR KDSR KEAP1 KIAA0753 KIAA1549 KIF21A KIF7 KISS1 KISS1R KIT KIZ KLHL10 KLHL15 KLHL7 KLRC4 KMT2A KMT2D KMT2E KMT5B KPNA7 KRAS LARGE1 LARP7 LARS2 LAS1L LEP LEPR LETM1 LFNG LGR4 LHB LHCGR LHX1 LHX3 LHX4 LIG3 LIG4 LIMK1 LIPE LMAN1 LMBR1 LMNA LMNB1 LMNB2 LMOD1 LMX1B LONP1 LRAT LRIG2 LRRC56 LRRK2 LSS LUZP1 LZTFL1 LZTR1 M1AP MAD2L2 MADD MAF MAGEL2 MAK MAMLD1 MAP2K1 MAP2K2 MAP3K1 MAP3K7 MAPK1 MAPRE2 MASP1 MBD5 MBTPS2 MC2R MCFD2 MCIDAS MCM3AP MCM5 MCM8 MCM9 MCTP2 MDFIC MDM2 MECOM MECP2 MED11 MED12 MED13L MEFV MEG3 MEGF8 MEI1 MEIOB MEN1 MERTK MESP2 METTL27 MGME1 MID1 MINPP1 MKKS MKRN3 MKS1 MLXIPL MMP23B MNS1 MOGS MOS MOV10L1 MPLKIP MRAP MRAS MRE11 MRPS22 MRPS28 MRPS7 MSH4 MSH5 MSTO1 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW MTM1 MTMR14 MTOR MUSK MYF6 MYH11 MYH3 MYH9 MYL11 MYLK MYMK MYOD1 MYRF NAA10 NABP1 NAF1 NALCN NANOS1 NBEAL2 NBN NCF1 NDN NDNF NDP NDUFB11 NDUFB7 NECTIN1 NEDD4L NEK10 NEK2 NELFA NF1 NF2 NFIB NFIX NHLH2 NHP2 NIN NIPBL NKAP NKX2-5 NKX2-6 NLRP2 NLRP5 NME5 NME8 NNT NOBOX NONO NOP10 NOTCH2 NOTCH3 NPAP1 NPHP1 NPHP3 NPHP4 NPM1 NR0B1 NR2E3 NR3C1 NR5A1 NRAS NRL NSD1 NSD2 NSMF NSUN2 NTN1 NUMA1 NUP107 NUP88 NXN OBSL1 OCA2 OCRL ODAD1 ODAD2 ODAD3 ODAD4 ODC1 OFD1 OGT OPA1 OPHN1 ORC1 ORC4 ORC6 OTUD5 OTUD6B OTX2 PACS1 PACS2 PADI6 PAICS PALB2 PANX1 PAPSS2 PARK7 PARN PATL2 PAX2 PAX6 PAX7 PBX1 PCARE PCSK1 PDE11A PDE4D PDE6A PDE6B PDE6D PDE6G PDGFB PDHA2 PDPN PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PGR PHACTR1 PHF6 PHF8 PHGDH PHIP PHKA2 PHKB PHKG2 PHOX2A PIEZO1 PIEZO2 PIGA PIGG PIGL PIGN PIGS PIK3C2A PIK3CA PINK1 PKD1 PKD2 PLAG1 PLAGL1 PLAU PLCZ1 PLIN1 PLVAP PLXND1 PMFBP1 PML PMM2 PNLDC1 PNPLA6 POC1A PODXL POF1B POLA1 POLD1 POLE POLG POLG2 POLR1B POLR1C POLR1D POLR3A POLR3B POLR3H POLR3K POMGNT1 POMGNT2 POMK POMT1 POMT2 POR PORCN POU1F1 POU3F3 PPARG PPFIBP1 PPM1B PPP1CB PPP1R12A PPP1R15B PPP2R3C PQBP1 PRCD PRDM13 PRDM16 PREPL PRIM1 PRKACA PRKACB PRKACG PRKAR1A PRKCD PRKCZ PRKN PRLR PRMT7 PROK2 PROKR2 PROM1 PROP1 PRORP PRPF3 PRPF31 PRPF4 PRPF6 PRPF8 PRPH2 PRPS1 PRY PRY2 PSMB8 PSMC1 PSMC3IP PSMD12 PTCH1 PTCH2 PTDSS1 PTEN PTPN11 PTPRF PWAR1 PWRN1 PYCR1 QRICH2 RAB18 RAB23 RAB3GAP1 RAB3GAP2 RAC1 RAC3 RAD21 RAD51 RAD51C RAF1 RAPSN RARA RARB RASA2 RASGRP1 RASGRP2 RBM10 RBM28 RBMX RBMY1A1 RBP3 RCBTB1 RDH12 REC114 RECQL4 REEP6 RERE REV3L RFC2 RFWD3 RGR RHO RIN2 RIPK4 RIPPLY2 RIT1 RLBP1 RLIM RNF113A RNF135 RNF212 RNF216 RNU4ATAC ROBO1 ROM1 ROR2 RORA RP1 RP1L1 RP2 RP9 RPE65 RPGR RPGRIP1 RPGRIP1L RPL10 RPL10L RPS4Y2 RRAS RRAS2 RREB1 RRM2B RSPH1 RSPH3 RSPH4A RSPH9 RSPO1 RSPO2 RTEL1 RTL1 RTN2 RTTN RXYLT1 RYR1 SACS SAG SALL1 SAMD9 SATB2 SCAPER SCLT1 SCP2 SCYL2 SDCCAG8 SEC23A SEC24C SEMA3A SEMA3E SEMA4A SEPTIN12 SERPINE1 SETBP1 SETD1A SETD2 SETD5 SGPL1 SHOC1 SHOC2 SIAH1 SIL1 SIM1 SIN3A SIX6 SKI SLC16A2 SLC18A3 SLC19A2 SLC25A10 SLC25A13 SLC25A24 SLC26A2 SLC26A8 SLC29A3 SLC2A3 SLC34A2 SLC35D1 SLC37A4 SLC39A4 SLC3A1 SLC40A1 SLC7A14 SLFN14 SLX4 SMAD4 SMARCA2 SMARCA4 SMARCAL1 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMCHD1 SMO SMOC1 SMS SNAP29 SNCA SNORD115-1 SNORD116-1 SNRNP200 SNRPN SOHLH1 SOS1 SOS2 SOST SOX10 SOX11 SOX18 SOX2 SOX3 SOX4 SOX9 SPAG1 SPAG17 SPATA16 SPATA7 SPECC1L SPEF2 SPEN SPIDR SPINK2 SPRED2 SPRTN SPRY4 SQSTM1 SRA1 SRCAP SRD5A2 SRY SSX1 STAC3 STAG1 STAG3 STAR STAT3 STAT4 STAT5B STEAP3 STK11 STK36 STRA6 STRC STS STT3A STT3B STUB1 STX1A STXBP1 SUFU SUN5 SUZ12 SYCE1 SYCP2 SYCP3 SYNE1 SYNJ1 TAC3 TACR3 TAF4B TAF6 TARS1 TASP1 TBC1D20 TBCD TBCE TBCK TBL1X TBL1XR1 TBL2 TBX1 TBX22 TBX3 TCF12 TCF4 TCOF1 TCTN1 TCTN2 TCTN3 TDRD9 TEKT3 TERB1 TERB2 TERC TERT TEX11 TEX14 TEX15 TFAP2A TFR2 TGDS TGFB1 THOC2 THOC6 THSD1 TIAM1 TINF2 TKT TLE6 TLR4 TMEM107 TMEM216 TMEM231 TMEM237 TMEM270 TMEM67 TMEM70 TMEM94 TNFRSF1A TNRC6B TOE1 TOGARAM1 TOPORS TP53 TP63 TPM2 TPR TRAF3IP1 TRAF3IP2 TRAF7 TRANK1 TRIM32 TRIP13 TRIP4 TRMT10A TRPM3 TRRAP TSGA10 TSHB TSPY1 TSPYL1 TSR2 TTC12 TTC21A TTC29 TTC5 TTC8 TTI2 TTR TUB TUBA1A TUBB TUBB2B TUBB3 TUBB8 TULP1 TWIST1 TWIST2 TWNK TXNDC15 TXNRD2 TYMP TYMS UBA1 UBAC2 UBAP1 UBE2A UBE2T UBE4B UBR1 UBR7 UCHL1 UFD1 UPF3B UQCC2 USB1 USH2A USP26 USP48 USP7 USP8 USP9Y VAC14 VAMP7 VANGL1 VCY VEGFC VPS13B VPS13C VPS35L VPS37D VPS4A VPS50 VWF WAS WDPCP WDR11 WDR19 WDR35 WDR37 WDR62 WEE2 WFS1 WIPF1 WNT3 WNT4 WNT5A WNT7A WNT7B WRAP53 WRN WT1 WWOX XKRY XPA XPC XRCC2 XRCC4 XYLT2 YARS1 YY1 ZBTB16 ZBTB20 ZDHHC9 ZEB2 ZFHX4 ZFP36L2 ZFPM2 ZMIZ1 ZMPSTE24 ZMYM2 ZMYND10 ZMYND15 ZNF408 ZNF513 ZNF699 ZNRF3 ZP1 ZP2 ZP3 ZPBP ZPR1 ZSWIM6 ZSWIM7 HP_ABNORMALITY_OF_RETINAL_PIGMENTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_RETINAL_PIGMENTATION ABCA4 ACOX1 ADAM9 AGBL5 AHI1 AHR AIPL1 AIRE AKT1 ALDH1A3 ALDH3A2 ALDH6A1 ALMS1 AMACR APC ARHGEF18 ARL13B ARL2BP ARL3 ARL6 ARSG ATF6 ATXN7 BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BEST1 CA4 CABP4 CACNA1F CACNA2D4 CAV1 CBS CC2D2A CCDC28B CDH3 CDHR1 CEP120 CEP164 CEP19 CEP290 CERKL CFAP410 CFAP418 CFH CFI CHM CLCC1 CLCN3 CLDN19 CLN3 CLRN1 CNGA1 CNGA3 CNGB1 CNGB3 CNNM4 COA8 COX7B COX8A CP CRB1 CRX CTNNB1 CTNS CYP4V2 DHDDS DHX16 DHX38 DRAM2 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 EDN3 EDNRB EFEMP1 ELMO2 ELOVL4 EPG5 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 EYS FAM161A FKRP FLCN FLNB FLVCR1 FSCN2 GDF6 GMPPB GNAT1 GNAT2 GNB3 GPR179 GRK1 GRM6 GSS GUCA1A GUCA1B GUCY2D HADH HADHA HADHB HCCS HGSNAT HK1 HKDC1 IDH3A IDH3B IDS IFT140 IFT172 IFT27 IFT43 IFT52 IFT74 IFT80 IFT88 IMPDH1 IMPG1 IMPG2 INVS IQCB1 ISCA1 JAG1 KCNJ13 KIAA0753 KIAA1549 KIF11 KIZ KLHL7 LARGE1 LCA5 LMNA LRAT LRIT3 LYST LZTFL1 MAK MC1R MCOLN1 MECR MED12 MERTK MFRP MFSD8 MITF MKKS MKS1 MMACHC MORC2 MSTO1 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TK MT-TL1 MT-TN MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTTP NBN NCAPG2 NDUFAF1 NDUFB11 NEK2 NGLY1 NMNAT1 NOTCH2NLC NPHP1 NPHP3 NPHP4 NR2E3 NRL NYX OCA2 OFD1 OPN1LW OPN1MW OTX2 PANK2 PAX6 PCARE PCYT1A PDE6A PDE6B PDE6C PDE6G PDE6H PEPD PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PHYH PIEZO2 PISD PITPNM3 PLK4 PNPLA6 POC1B POLG POLR3A POMGNT1 POMT1 POMT2 PRCD PRDX1 PROM1 PRPF3 PRPF31 PRPF4 PRPF6 PRPF8 PRPH2 PRSS56 PTEN PUS1 RAB18 RAB28 RAB3GAP1 RAB3GAP2 RAX RAX2 RBP3 RD3 RDH11 RDH12 RDH5 REEP6 RGR RHO RIMS1 RLBP1 RMRP RNASEH1 RNF216 RNU4ATAC ROM1 RP1 RP1L1 RP2 RP9 RPE65 RPGR RPGRIP1 RPS6KA3 RRM2B SAG SCAPER SCLT1 SDCCAG8 SDHA SDHAF1 SDHB SDHD SELENOI SEMA4A SIX6 SLC12A6 SLC24A1 SLC45A2 SLC6A6 SLC7A14 SNRNP200 SOX10 SOX2 SPATA7 SUMF1 SURF1 TAF2 TBC1D20 TIMP3 TLCD3B TMEM98 TNFRSF11A TNFRSF11B TOPORS TRAF3IP1 TRIM32 TRIM37 TRPM1 TTC21B TTC8 TTLL5 TTPA TUB TUBB4B TUBGCP4 TUBGCP6 TULP1 TWNK TYR UNC119 USH2A USP45 VPS13B VPS33A VPS41 WDPCP WDR19 WFS1 WRN ZFYVE26 ZNF408 ZNF513 HP_ABNORMALITY_OF_SALIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_SALIVATION ADGRG1 ALS2 ANG ANKLE2 ANXA11 AP4B1 AP4E1 AP4M1 AP4S1 ARX ATP10A ATP1A3 ATP6AP2 ATP7B ATRX ATXN2 BANK1 BCORL1 BLK C4A C4B CACNA1I CAMTA1 CAV1 CCN2 CCNF CCR6 CERT1 CFAP410 CHAMP1 CHCHD10 CHMP2B CHRM3 CLDN10 CLDN11 CR2 CTLA4 DAO DCTN1 DEAF1 DLAT DLK1 DNASE1 DNM1L EDARADD EIF2S3 ELOVL1 EPHA4 ERBB4 ETS1 EXTL3 FBLN1 FBXO28 FCGR2B FCGR3B FGF10 FGFR2 FGFR3 FIG4 FOXG1 FOXP1 FOXP2 FUS GABBR2 GABRA1 GABRG2 GCH1 GFM2 GLE1 GLT8D1 GNS GPT2 GRIK2 GRIN2A GRIN2D GSN HDAC4 HERC1 HIVEP2 HLA-B HLA-DRB1 HNRNPA1 HNRNPH2 HPDL IGHG1 IKZF1 IL10 IRAK1 IRF5 ITGAM JAZF1 KCNC2 KIAA0319L KIF15 KIF7 LBR LMNB2 LNPK MAGEL2 MATR3 MBD5 MECP2 MED12 MED27 MEG3 MRE11 MTHFS NAA20 NALCN NAXD NEFH NEK1 NEXMIF NFIX NOD2 NONO NRXN1 NTNG2 OCA2 OPTN PAK3 PCDH19 PCGF2 PDCD1 PDE10A PFN1 PI4KA PIGL PLA2G6 PMP22 POLR3A POLR3B PON1 PON2 PON3 POU3F3 PPARGC1A PRPH PRPS1 PTPN22 PTS PXK QDPR RAB11B RSRC1 RTL1 SATB1 SATB2 SCN1A SCN1B SCN2A SCN9A SERPING1 SETD5 SH3TC2 SHMT2 SIM1 SLC12A2 SLC12A5 SLC16A2 SLC1A4 SLC25A12 SLC9A6 SLC9A7 SMARCA2 SNRPN SOD1 SPART SPEN SPP1 SPTBN1 SQSTM1 SRPX2 STAT4 STRADA SYNGAP1 TAF15 TANGO2 TARDBP TASP1 TBK1 TBX1 TH TLR7 TNFAIP3 TNFSF4 TNIP1 TP63 TREM2 TREX1 TSPOAP1 TUBB2B UBE2L3 UBE3A UBQLN2 UNC13A VAC14 VAPB VCP VPS13A ZBTB11 ZC4H2 ZEB2 HP_ABNORMALITY_OF_SECONDARY_SEXUAL_HAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_SECONDARY_SEXUAL_HAIR ADAMTS3 ANOS1 APCDD1 APOE AR AXIN2 AXL BMP15 BNC1 CCBE1 CCDC141 CDSN COL17A1 CYB5A CYP17A1 DHX37 DMRT3 DSC3 DUSP6 EPS8L3 ESR1 FAT4 FEZF1 FGF17 FOXA2 FOXL2 FSHB FSHR GATA4 GJB2 GJB6 GLI2 GNRH1 GNRHR HESX1 HLA-DRA HR ITGB4 KCTD1 KRT74 LHB LHX4 LIPH LPAR6 LSS MAP3K1 MDM2 MRPS22 MSH4 NR0B1 NR5A1 NUP107 ORC6 OTX2 POLR3H POU1F1 PPP2R3C PROP1 PSMB8 PSMC3IP RPL21 SEMA3E SNRPE SOX3 SOX9 SPIDR SPRY4 SRA1 SRY TBX3 TP63 VAMP7 WDR11 WT1 WWOX ZBTB20 ZFPM2 ZSWIM7 HP_ABNORMALITY_OF_SERUM_CYTOKINE_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_SERUM_CYTOKINE_LEVEL ABCB11 ABCB4 ADAR ANKRD55 ATP8B1 CARD10 CASP10 CD247 ELF4 FADD FAS FASLG HMOX1 IFIH1 IL12RB1 IL2RA IL2RB IL6R LSM11 MEFV NR1H4 POLA1 PRF1 PRKCD PSMB8 PTPN2 PTPN22 RASGRP1 RNASEH2A RNASEH2B RNASEH2C RNU7-1 SAMHD1 SASH3 SP110 STAT1 STAT4 STX11 STXBP2 TOM1 TREX1 UNC13D HP_ABNORMALITY_OF_SKELETAL_MATURATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_SKELETAL_MATURATION AARS1 ABCC9 ABCD4 ACAN AGA AGPAT2 AHSG AIFM1 AIP ALDH18A1 ALG9 ALMS1 ANAPC1 ANKRD11 ANKRD17 ANOS1 ANTXR1 APC2 ARCN1 ARID1A ARID1B ARID2 ASXL2 ATR ATRIP ATRX B3GAT3 B4GALT7 BAZ1B BCL7B BMP15 BMP2 BMPR1B BNC1 BRAF BRD4 BRF1 BSCL2 BTK BUD23 CANT1 CARS1 CAV1 CAVIN1 CBL CCBE1 CCDC141 CCDC8 CD96 CDC45 CDC6 CDKN1C CDT1 CENPE CENPJ CENPT CEP152 CEP57 CHD7 CHP1 CHST3 CKAP2L CLIP2 COL2A1 COX4I1 COX4I2 CPLX1 CREBBP CSGALNACT1 CTBP1 CTNS CUL7 CYB5A CYP11A1 CYP11B1 CYP17A1 CYP19A1 DCAF17 DCC DDB2 DDOST DDX6 DHX37 DMRT3 DNA2 DNAJC21 DNAJC30 DONSON DPF2 DPP6 DUSP6 DVL1 DYNC2LI1 EED EFL1 EIF4H ELN ENPP1 EP300 ERCC2 ERCC3 ERCC4 ERCC5 ESR1 EVC EVC2 EXT1 EXTL3 EYA1 EZH2 FAM111A FARSB FBN1 FEZF1 FGF17 FGF8 FGFR1 FGFRL1 FKBP6 FLNB FLRT3 FMR1 FOS FOXA2 FOXP2 FSHB FSHR GATA4 GBA1 GDF5 GET4 GH1 GHR GHRHR GHSR GJA1 GLI1 GLI2 GLI3 GMNN GNAS GNRH1 GNRHR GPC3 GPC4 GPR101 GPX4 GRB10 GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GUSB H1-4 H19 HDAC8 HESX1 HMGA2 HRAS HS6ST1 HSD11B1 HSD17B4 HSPG2 HUWE1 IFT57 IGF1 IGF1R IGF2 IGFALS IHH IL17RD INPPL1 INSR ITCH ITGB6 KARS1 KCNJ2 KCNJ8 KCNQ1 KCNQ1OT1 KIF15 KISS1 KISS1R KMT2A KRAS LEP LEPR LETM1 LGR4 LHCGR LHX4 LIG4 LIMK1 LONP1 LPIN2 LSS LTBP3 LZTR1 MADD MALT1 MAP3K1 MAP3K7 MBTPS2 MC2R MCM9 MECP2 MEN1 METTL27 MKRN3 MLXIPL MMP13 MPLKIP MRAS MRPS22 MSH4 MSMO1 MSTO1 MT-ATP8 MT-TL1 MVK NAA10 NBAS NCF1 NDNF NELFA NEU1 NFE2L2 NFIX NGLY1 NHLH2 NIN NIPBL NMNAT1 NPR2 NR0B1 NR2F1 NR5A1 NRAS NSD1 NSD2 NSMF NSUN2 NUP107 NUP85 OBSL1 ORC1 ORC4 ORC6 OTX2 PAM16 PAX1 PAX8 PCGF2 PCNT PCSK1 PDE4D PDGFRB PEX1 PEX6 PIGG PIGT PIK3C2A PIK3R1 PLK4 PNPLA6 POLA1 POLR3H POMC POP1 POR POU1F1 POU3F4 PPARG PPP1CB PPP1R15B PPP1R21 PPP2R3C PRKACA PRKACB PRKAR1A PRKG2 PROK2 PROKR2 PROP1 PSMC3IP PTCH1 PTDSS1 PTEN PTH1R PTPN11 QRICH1 RAD21 RAF1 RASA2 RBBP8 RBM28 RECQL4 RFC2 RIT1 RMRP RNF113A RNF13 RNF135 RNPC3 RNU12 RNU4ATAC ROR2 RPS6KA3 RRAS RRAS2 RRM2B RSPRY1 SBDS SCARB2 SECISBP2 SEMA3A SETD2 SHANK3 SHOC2 SIN3A SIN3B SLC10A7 SLC25A24 SLC26A2 SLC29A3 SLC35D1 SLC7A7 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMPD1 SOHLH1 SOS1 SOS2 SOX10 SOX11 SOX3 SOX4 SOX9 SPIDR SPRED2 SPRTN SPRY4 SRCAP SRP54 SRY STAT1 STAT5B STX1A SUZ12 TAB2 TAC3 TACR3 TAF13 TARS1 TBCE TBCK TBL2 TCF20 TET3 THRA TMEM270 TMEM67 TOM1 TONSL TP53 TRAIP TRH TRHR TRPS1 TRPV4 TSHB TSHR UBE3C UBR1 UFSP2 VAMP7 VPS37D WDR11 WDR4 WNT5A WT1 WWOX XPA XPC XYLT1 ZEB2 ZFPM2 ZNF699 ZSWIM7 HP_ABNORMALITY_OF_SKELETAL_MUSCLE_FIBER_SIZE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_SKELETAL_MUSCLE_FIBER_SIZE AARS2 ACTA1 ACTN2 ADGRG6 AHCY AIFM1 ALDOA ALG2 ANO5 ANXA11 ASCC1 BVES CACNA1S CAPN3 CASQ1 CAV3 CAVIN1 CCDC174 CFL2 CHRNB1 CLCN6 COL12A1 COL13A1 COL6A1 COL6A2 COL6A3 CRYAB CTBP1 DAG1 DMD DNAJB6 DPM3 DYSF FHL1 FKTN GARS1 GIPC1 GNE HNRNPA1 HNRNPA2B1 HPDL ISCU ITGA7 JAG2 KBTBD13 KIF5A KLHL41 KY LAMA2 LMNA LMOD3 LRP12 LYRM4 MAP3K20 MATR3 MB MEGF10 MICU1 MIPEP MLIP MSTO1 MTM1 MYH14 MYH2 MYL1 MYL2 MYOT MYPN NDUFA4 NEB NEFH NEK9 NOTCH2NLC OBSCN OPA1 ORAI1 PFKM PLEC POLG POMGNT1 POMT1 POMT2 POPDC3 PPARG RILPL1 RYR1 RYR3 SCN4A SCO2 SELENON SGCA SGCB SGCG SLC25A12 SMN1 SMPX SQSTM1 STAC3 STIM1 SUCLG1 SYNE1 SYNE2 SYT2 TCAP TMEM43 TNNC2 TNNT1 TOR1AIP1 TPM2 TPM3 TRIM32 TRIP4 TTN TWNK UNC45B VCP YME1L1 HP_ABNORMALITY_OF_SKIN_ADNEXA_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_SKIN_ADNEXA_MORPHOLOGY AAGAB AARS1 AASS ABCA1 ABCA12 ABCA2 ABCA5 ABCC9 ABCD1 ABHD5 ABL1 ACAN ACD ACER3 ACSL4 ACTB ACTG1 ACTG2 ACTL6B ACVR1 ACVRL1 ADA ADA2 ADAM17 ADAMTS2 ADAMTS3 ADAMTSL2 ADARB1 ADAT3 ADNP AEBP1 AFF3 AFF4 AGPAT2 AHCY AHI1 AHSG AIFM1 AIMP2 AIP AIRE AKT1 ALDH18A1 ALDH3A2 ALDH6A1 ALDOA ALG11 ALG12 ALG3 ALG9 ALMS1 ALOX12B ALOXE3 ALX1 ALX3 ALX4 AMMECR1 ANAPC1 ANGPT1 ANGPT2 ANKRD11 ANKRD17 ANOS1 ANTXR1 ANTXR2 AP1B1 AP1S3 AP2M1 AP3B1 AP3B2 AP3D1 APC APC2 APCDD1 APOE APTX AR ARHGAP31 ARHGEF2 ARID1A ARID1B ARID2 ARL13B ARL3 ARL6 ARMC5 ARMC9 ARSB ARX ASH1L ASL ASPM ASPRV1 ASXL1 ASXL2 ASXL3 ATAD3A ATL1 ATM ATP10A ATP1A2 ATP1A3 ATP2A2 ATP2B1 ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 ATP7A ATR ATRIP ATRX AUTS2 AXIN2 AXL B3GALT6 B3GAT3 B3GLCT B4GALT7 B9D1 B9D2 BANF1 BANK1 BAP1 BAZ1B BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCAS3 BCL11B BCL7B BCOR BCORL1 BCR BCS1L BGN BHLHA9 BICRA BLK BLM BLOC1S3 BLOC1S5 BMP1 BMP15 BMP2 BMP4 BMPER BMPR1B BNC1 BPTF BRAF BRCA1 BRCC3 BRD4 BRF1 BSCL2 BTD BTK BTNL2 BUD23 C12orf57 C18orf32 C3orf52 C4A C4B CACNA1A CACNA1C CACNA1F CACNA1G CAMK2A CAMK2B CAMK2G CAMKMT CAMTA1 CANT1 CAPN15 CARD14 CARS1 CASK CASR CAST CASZ1 CAV1 CAVIN1 CBL CBS CBY1 CC2D2A CCBE1 CCDC141 CCDC22 CCDC28B CCDC32 CCDC47 CCDC8 CCNK CD151 CD28 CD96 CDC42 CDC42BPB CDC45 CDH1 CDH11 CDH2 CDH23 CDH3 CDIN1 CDK10 CDK13 CDK19 CDK4 CDK5 CDKL5 CDKN1C CDKN2A CDKN2B CDON CDSN CEBPE CENPE CENPJ CENPT CEP104 CEP120 CEP152 CEP19 CEP290 CEP41 CEP57 CERS3 CERT1 CFAP418 CHD1 CHD2 CHD5 CHD7 CHD8 CHMP1A CHN1 CHRNA7 CHRNG CHST3 CHST8 CHSY1 CIT CKAP2L CLCN3 CLCN6 CLCN7 CLDN1 CLEC7A CLIP2 CLMP CLN3 CLP1 CNBP CNOT2 CNOT3 CNP COG4 COG5 COG6 COG7 COL11A1 COL11A2 COL14A1 COL17A1 COL18A1 COL1A2 COL25A1 COL3A1 COL7A1 COLEC10 COLEC11 COPB1 COX5A COX7B CPLANE1 CPLX1 CPOX CPT2 CR2 CREBBP CRIPT CRKL CSF1R CSGALNACT1 CSNK2A1 CSPP1 CST6 CSTA CSTB CTBP1 CTC1 CTCF CTDP1 CTLA4 CTNNB1 CTNND1 CTNS CTSC CTSK CTU2 CUL4B CUL7 CWC27 CWF19L1 CYB5A CYB5R3 CYFIP2 CYP11B1 CYP17A1 CYP19A1 CYP4F22 DCAF17 DCLRE1B DCLRE1C DCT DDB1 DDB2 DDX3X DDX6 DEAF1 DENND5A DHCR7 DHX30 DHX37 DICER1 DKC1 DLK1 DLL4 DLX3 DLX4 DMPK DMRT3 DMXL2 DNA2 DNAJC21 DNAJC30 DNASE1 DNMT3A DNMT3B DOCK6 DOCK7 DOLK DPAGT1 DPF2 DPH1 DPH2 DPH5 DPM1 DPM2 DPP9 DPYD DPYSL5 DSC2 DSC3 DSG1 DSG2 DSG4 DSP DST DSTYK DTNBP1 DUSP6 DUX4 DUX4L1 DVL1 DVL3 DYNC2LI1 EBF3 EBP ECE1 ECEL1 ECM1 EDA EDA2R EDAR EDARADD EDEM3 EDN3 EDNRA EDNRB EED EFNB1 EGFR EHMT1 EIF4H EIF5A ELMO2 ELN EMC1 EMC10 ENG ENPP1 EOGT EP300 EPG5 EPS8L3 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ERLIN2 ERMARD ESCO2 ESR1 ETS1 EVC EVC2 EXOC8 EXOSC2 EXT1 EXT2 EZH2 FAM111B FAM149B1 FAM20C FAR1 FAS FAT4 FBN1 FBXL4 FBXO11 FBXO28 FBXO31 FCGR2B FCGR3B FDFT1 FERMT1 FEZF1 FGD1 FGF10 FGF17 FGF3 FGF5 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFRL1 FHL1 FIG4 FKBP6 FKRP FLCN FLI1 FLII FLNA FLNB FLT4 FMR1 FOCAD FOS FOXA2 FOXC2 FOXE1 FOXG1 FOXL2 FOXN1 FOXP1 FOXP2 FOXP3 FRA10AC1 FRAS1 FREM1 FREM2 FRG1 FRMD4A FRMPD4 FSHB FSHR FTL FTO FUCA1 FUT8 FZD2 FZD6 GABRA3 GABRD GAD1 GAN GATA1 GATA4 GATAD2B GDF11 GDF3 GDF5 GDF6 GJA1 GJA5 GJA8 GJB2 GJB3 GJB4 GJB6 GJC2 GLB1 GLI1 GLI2 GLI3 GMPPA GNA11 GNA14 GNAO1 GNAS GNB2 GNE GNPTAB GNRH1 GNRHR GNS GON7 GORAB GPC3 GPC4 GPR101 GPRASP2 GRHL2 GRIN1 GRIP1 GRM7 GSN GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GTPBP2 GUSB H1-4 H3-3A H3-3B H4C11 H4C5 H4C9 H6PD HBA1 HBA2 HCCS HDAC4 HDAC8 HEATR3 HECTD4 HECW2 HEPHL1 HERC1 HERC2 HESX1 HFE HGD HGSNAT HHAT HID1 HIVEP2 HLA-B HLA-C HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB1 HLCS HMGA2 HNF1B HNRNPH1 HNRNPH2 HNRNPK HNRNPR HNRNPU HOXA13 HOXC13 HPD HPDL HPGD HPS1 HPS3 HPS4 HPS5 HPS6 HR HRAS HRURF HS2ST1 HS6ST1 HSD3B2 HSPA9 HSPG2 HTRA1 HUWE1 HYLS1 HYMAI HYOU1 IARS2 IDS IDUA IFIH1 IFNG IFT122 IFT140 IFT172 IFT27 IFT43 IFT52 IFT74 IGF1 IGF1R IGF2 IGHG1 IHH IKBKG IL10 IL11RA IL17F IL17RA IL17RC IL1RAPL1 IL2RA IL2RG IL36RN IL6ST IL7R INPP5E INPPL1 INSR INTS1 INTU IPO8 IQSEC2 IRAK1 IRF5 IRF6 IRX5 ITGA3 ITGA6 ITGAM ITGB4 ITGB6 ITPR2 JARID2 JAZF1 JUP KANK2 KANSL1 KAT5 KAT6A KAT6B KATNB1 KATNIP KCNA1 KCNAB2 KCNE5 KCNH1 KCNJ8 KCNK4 KCNK9 KCNMA1 KCNN3 KCTD1 KDF1 KDM1A KDM4B KDM5C KDM6A KDSR KEAP1 KIAA0319L KIAA0586 KIAA0753 KIF11 KIF15 KIF1A KIF26A KIF7 KIFBP KISS1 KISS1R KIT KITLG KLF13 KLHL24 KLLN KMT2A KMT2B KMT2C KMT2D KMT5B KNL1 KNSTRN KRAS KREMEN1 KRT1 KRT10 KRT14 KRT16 KRT17 KRT25 KRT5 KRT6A KRT6B KRT71 KRT74 KRT81 KRT83 KRT85 KRT86 KRT9 LAMA3 LAMB3 LAMC2 LAMTOR2 LARP7 LAS1L LEMD3 LETM1 LHB LHCGR LHX4 LIFR LIG4 LIMK1 LIPH LIPN LMBRD2 LMNA LMNB1 LMNB2 LMX1B LORICRIN LPAR6 LRMDA LRP1 LRP2 LRP4 LRPPRC LSS LTBP1 LTBP3 LTV1 LUZP1 LYST LZTFL1 LZTR1 MAB21L1 MAB21L2 MACROH2A1 MAD1L1 MADD MAF MAFB MAGEL2 MAN1B1 MAN2B1 MAN2C1 MAP1B MAP2K1 MAP2K2 MAP3K1 MAP3K20 MAP3K7 MAPK1 MAPK8IP3 MAPKAPK5 MAPRE2 MARS1 MASP1 MBD5 MBTPS2 MC1R MCCC2 MCTP2 MDM2 MECP2 MED12 MED12L MED13 MED13L MED25 MED27 MEF2C MEG3 MEGF8 MEIS2 MEN1 MEOX1 MESD METTL27 MGAT2 MGMT MGP MID1 MITF MKKS MKRN3 MKS1 MLH1 MLPH MLXIPL MMP1 MMP14 MMP2 MMP23B MN1 MOGS MPLKIP MRAS MRPS22 MSH2 MSH4 MSTO1 MSX1 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW MTAP MTHFS MTOR MTX2 MVK MYH3 MYO18B MYO5A MYOF NAA10 NAF1 NAGLU NANS NBAS NBN NCAPG2 NCF1 NDN NDST1 NDUFA12 NDUFA6 NDUFAF6 NDUFB11 NECTIN1 NECTIN4 NEK1 NEK9 NELFA NEPRO NEU1 NEUROD2 NEXMIF NF1 NFIB NFIX NFKB1 NFKB2 NFKBIA NHLH2 NHP2 NIPAL4 NIPBL NKX6-2 NLRP1 NMNAT1 NOG NOP10 NOTCH1 NOTCH2 NOTCH3 NOVA2 NPAP1 NPHP1 NPM1 NPR2 NR0B1 NR2F1 NR3C1 NR5A1 NRAS NRCAM NSD1 NSD2 NSDHL NSMF NSRP1 NSUN2 NTRK1 NUDT2 NUP107 NUP188 NUP85 NUS1 NXN OAT OBSL1 OCA2 OCRL ODC1 OFD1 OGT ORC1 ORC6 OTUD5 OTUD6B OTX2 P4HA2 PACS1 PACS2 PADI3 PAH PAK2 PAPSS2 PARN PAX3 PAX9 PCDHGC4 PCGF2 PCNT PCSK1 PDCD1 PDCD6IP PDE11A PDE4D PDE6D PDGFRB PDPN PEPD PERP PEX1 PEX19 PEX2 PEX6 PEX7 PGAP1 PGAP2 PGAP3 PGM2L1 PHF6 PHF8 PHGDH PHIP PHYH PI4KA PIBF1 PIEZO1 PIGA PIGB PIGF PIGG PIGK PIGL PIGN PIGO PIGP PIGQ PIGS PIGU PIGV PIGW PIGY PIK3C2A PIK3CD PIK3R1 PITX1 PKP1 PLAA PLAG1 PLAGL1 PLCD1 PLEC PLK4 PLOD3 PLXNA1 PNKP PNPLA1 PNPLA6 POC1A POFUT1 POGLUT1 POGZ POLA1 POLR1B POLR1C POLR1D POLR3A POLR3H POMC POMP POP1 POR PORCN POT1 POU1F1 PPARG PPM1B PPM1D PPOX PPP1CB PPP1R15B PPP1R21 PPP2R1A PPP2R3C PPP2R5D PQBP1 PRDM13 PRDM16 PRDM5 PREPL PRIM1 PRKACA PRKACB PRKAR1A PRKCD PRKCZ PRKD1 PRKG2 PRMT7 PROK2 PROKR2 PROP1 PRPS1 PRR12 PRRX1 PSENEN PSMB8 PSMC1 PSMC3 PSMC3IP PSMD12 PTCH1 PTDSS1 PTEN PTPN11 PTPN22 PTPRF PUF60 PURA PUS1 PUS7 PWAR1 PWRN1 PXK PYCR1 PYCR2 RAB18 RAB27A RAB3GAP1 RAB3GAP2 RAB7A RAC1 RAC3 RAD21 RAF1 RAG1 RAG2 RAI1 RALA RALGAPA1 RASA2 RBBP8 RBCK1 RBL2 RBM10 RBM28 RBPJ RECQL RECQL4 RERE RET RETREG1 RFC2 RHOA RHOBTB2 RIN2 RIPK4 RIT1 RLIM RMRP RNF113A RNF125 RNF13 RNF2 RNU12 RNU4ATAC ROBO1 ROR2 RPA1 RPGRIP1L RPL10 RPL11 RPL15 RPL18 RPL21 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS23 RPS24 RPS26 RPS27 RPS28 RPS29 RPS6KA3 RPS7 RRAS RRAS2 RSPO1 RSPO4 RTEL1 RTL1 RUNX2 RUSC2 SALL4 SASH1 SAT1 SATB1 SATB2 SCAPER SCARF2 SCLT1 SCN1A SCN1B SCN2A SCN4A SCN9A SCNM1 SCO2 SCUBE3 SDCCAG8 SDR9C7 SEC23A SEC23B SEC31A SEMA3E SET SETBP1 SETD1B SETD2 SETD5 SF3B1 SF3B4 SGSH SH2B1 SHANK3 SHMT2 SHOC2 SHOX SHROOM4 SIAH1 SIK1 SIM1 SIN3A SIN3B SKI SKIC2 SKIC3 SLC12A6 SLC17A5 SLC1A3 SLC1A4 SLC24A4 SLC24A5 SLC25A12 SLC25A22 SLC25A24 SLC27A4 SLC29A3 SLC2A1 SLC30A2 SLC30A9 SLC32A1 SLC35A2 SLC35C1 SLC35D1 SLC39A4 SLC3A1 SLC45A1 SLC45A2 SLC5A6 SLC6A1 SLC6A17 SLC6A9 SLC7A7 SLC9A6 SLC9A7 SLCO2A1 SLITRK1 SLURP1 SMAD4 SMARCA2 SMARCA4 SMARCAD1 SMARCAL1 SMARCB1 SMARCC2 SMARCD1 SMARCD2 SMARCE1 SMC1A SMC3 SMCHD1 SMO SMOC1 SMPD4 SMS SNAI2 SNORD115-1 SNORD116-1 SNRPE SNRPN SNX10 SNX14 SON SOS1 SOS2 SOST SOX10 SOX11 SOX18 SOX3 SOX4 SOX6 SOX9 SPATA5 SPATA5L1 SPECC1L SPEN SPIDR SPINK5 SPOP SPP1 SPRED1 SPRED2 SPRTN SPRY4 SPTBN1 SRA1 SRCAP SRD5A2 SRD5A3 SREBF1 SRY ST14 STAG1 STAG2 STAMBP STAT3 STAT4 STIM1 STING1 STK11 STN1 STRADA STT3A STUB1 STX1A STXBP1 SUCLA2 SUFU SULT2B1 SUMF1 SUOX SUPT16H SUZ12 SVBP SYNGAP1 SYT1 SZT2 TAC3 TACR3 TAF1 TAF6 TAFAZZIN TALDO1 TARS1 TASP1 TAT TBC1D20 TBC1D24 TBCD TBCK TBL1XR1 TBL2 TBX15 TBX2 TBX3 TBX4 TCF12 TCF4 TCHH TCIRG1 TCOF1 TCTN1 TCTN2 TCTN3 TECPR2 TELO2 TENT5A TERC TERF2IP TERT TET2 TFAP2A TFAP2B TFE3 TGDS TGM1 TGM3 TGM5 THOC6 THUMPD1 TIMM50 TINF2 TLK2 TLR7 TMCO1 TMEM138 TMEM147 TMEM216 TMEM218 TMEM222 TMEM231 TMEM237 TMEM270 TMEM67 TMEM94 TNFAIP3 TNFRSF1B TNFSF11 TNFSF4 TNIP1 TOE1 TOGARAM1 TOPORS TP53 TP63 TRAC TRAF3IP2 TRAF6 TRAF7 TRAIP TRAPPC10 TRAPPC9 TREX1 TRIM32 TRIM8 TRIO TRMT1 TRMT10A TRNT1 TRPM3 TRPS1 TRPV3 TRRAP TSC1 TSC2 TSPAN7 TSPEAR TSR2 TTC5 TTC7A TTC8 TTI2 TUBB TUBGCP2 TUBGCP4 TUBGCP6 TWIST1 TWIST2 TYMS TYR TYRP1 UBA2 UBE2A UBE2L3 UBE3A UBE3B UBE4B UBR1 UBR7 UFC1 UGDH UGP2 UMPS UQCC2 UQCRFS1 UROD UROS USB1 USP48 USP8 USP9X VAC14 VAMP7 VARS1 VDR VEGFC VPS13B VPS33A VPS35L VPS37A VPS37D VPS51 WAC WARS1 WASHC4 WASHC5 WBP11 WDPCP WDR11 WDR19 WDR26 WDR35 WDR45 WDR73 WDR81 WLS WNK1 WNT10A WNT10B WNT4 WNT5A WNT7A WRAP53 WRN WT1 WWOX XPA XPC XRCC4 XYLT1 XYLT2 YARS2 YY1 ZBTB18 ZBTB20 ZC4H2 ZEB2 ZFHX4 ZFPM2 ZIC1 ZIC2 ZIC3 ZMPSTE24 ZMYM2 ZMYND11 ZNF141 ZNF292 ZNF341 ZNF407 ZNF423 ZNF462 ZNF469 ZNF699 ZNF711 ZNRF3 ZPR1 ZSWIM6 ZSWIM7 HP_ABNORMALITY_OF_SKIN_ADNEXA_PHYSIOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_SKIN_ADNEXA_PHYSIOLOGY ABCA12 ABCC8 ADAT3 AIP ALDOB ALOX12B ALOXE3 ALPK1 ALX4 ARNT2 ARX ATL1 ATL3 ATP1A2 ATP1A3 BCL10 BCS1L BIRC3 BOLA3 BRAF CACNA1A CACNA1S CAMK2B CASK CCND1 CDH23 CDH3 CDKN2A CDSN CERS3 CFTR CLCF1 CLCN6 CLCNKB CLDN10 COG6 COL11A1 COL17A1 COL25A1 COL6A1 COL6A2 COL6A3 COQ2 CRLF1 CST6 CSTB CTC1 CTNNB1 CTNS CTSB CUL4B DDC DKC1 DLST DNMT3A DPP9 DSG1 DST EDA EDA2R EDAR EDARADD ELOVL4 ELP1 EPAS1 ERCC4 ERCC6 ERCC8 FAM111B FGFR1 FGFR2 FH FLG FLRT1 FOXP1 FUCA1 GABRA3 GHR GJB2 GJB6 GLA GMPPA GNA14 GPR101 GRB10 H19 HESX1 HEXB HINT1 HLA-B HLA-DRB1 HMBS HNF1A HNF4A HNRNPK HPGD HRAS IGF2 IGHMBP2 IKBKG IL12B IL6ST ITPR2 JAK2 JUP KCNA1 KCNJ11 KCNJ18 KCTD1 KDF1 KIF1A KIF1B KLC2 KLHL7 KRT1 KRT14 KRT16 KRT17 KRT5 KRT6A KRT6B KRT74 KRT9 LAMB3 LIFR LMNB1 LPAR6 MADD MALT1 MAP2K1 MAP2K2 MAX MBTPS2 MDH2 MEN1 MLX MPL NECTIN1 NF1 NFKBIA NGF NGLY1 NHP2 NIPAL4 NLRP3 NOP10 NPM1 NTRK1 OTX2 P4HA2 PARN PAX9 PERP PHOX2B PKP1 PLAA PNPLA1 POLA1 PRDM12 PRKAR1A PRNP PROKR2 PTPN22 RET RETREG1 RIPK4 ROGDI RSPO1 RTEL1 RYR1 SCN11A SCN9A SDHA SDHAF2 SDHB SDHC SDHD SDR9C7 SERPINB7 SHANK3 SHQ1 SLC12A3 SLC13A5 SLC18A2 SLC1A3 SLC25A11 SLC39A14 SLCO2A1 SLURP1 SMARCAD1 SOX10 SOX2 SOX3 SPR SPRED2 SPTLC1 SPTLC2 ST14 STIM1 STS SUCLA2 SUCLG1 SULT2B1 TAT TERC TERT TGM1 THPO TINF2 TMEM127 TP53 TP63 TRAF6 TRANK1 TRIP4 TRPV3 TSPEAR TYMS UCP2 USB1 VHL WNK1 WNT10A WRAP53 YY1 ZFHX2 ZFHX4 ZNRF3 HP_ABNORMALITY_OF_SKIN_PHYSIOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_SKIN_PHYSIOLOGY AARS1 ABCA12 ABCB11 ABCB4 ABCC6 ABCC9 ACADVL ACP5 ADA ADA2 ADAM17 ADAMTS3 ADAR AGA AIP AIRE AK2 ALOX12B ALOXE3 ANGPT2 ANK1 AP1B1 AP1S3 AP3B1 APOA1 AQP5 AR ARHGEF2 ARMC5 ARPC1B ARVCF ASPRV1 ASXL1 ATP2A2 ATP7B ATP8B1 ATRX AUTS2 B2M B4GALT1 BANK1 BCL11B BLK BLM BLNK BLOC1S6 BRAF BRCA1 BRCA2 BTD BTK BTNL2 C1QB C1QC C4A C4B C5 CACNA1G CAMK2B CARD11 CARD14 CARD9 CARMIL2 CARS1 CASP10 CASP8 CASR CAST CBL CCBE1 CCDC47 CCR1 CD247 CD28 CD3D CD3E CD3G CD40LG CD79A CD79B CDH23 CDK10 CDSN CERS3 CFI CFTR CHD7 CHST14 CHST8 CIB1 CIC CIITA CLDN1 CLEC7A CLN3 CLPB CLTRN COL7A1 COMT CORO1A COX4I2 CR2 CST6 CSTA CTLA4 CTNNB1 CTSB CTSC CYBA CYBB CYBC1 CYP11B1 CYP4F22 DCDC2 DCLRE1C DDX41 DHCR7 DIP2B DNAJC21 DNASE1 DNASE1L3 DNASE2 DOCK2 DOCK8 DOLK DPP9 DSE DSG1 DSG4 DSP EBP ECM1 EDA EDAR EDARADD EFL1 EGFR ELANE ELF4 ELOVL4 ENPP1 EPAS1 EPB42 EPG5 EPHB4 EPOR ERAP1 ERCC2 ERCC3 ERCC4 ERCC5 ESR1 ETS1 EXTL3 FAM111B FAS FAT4 FCGR2A FCGR2B FCGR3B FDPS FECH FERMT1 FERMT3 FGA FGFR2 FH FLG FLG2 FLI1 FLT4 FOCAD FOXC2 FOXN1 FOXP1 FOXP3 G6PC3 GATA1 GATA3 GFI1 GGT1 GINS1 GJA1 GJB2 GJB3 GJB4 GJB6 GJC2 GNA11 GNAS GNB2 GP1BB GPNMB GPR101 GPR35 GSN GTF2E2 GTF2H5 H3-3B H6PD HDAC4 HIRA HLA-B HLA-C HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB1 HLCS HPGD HSD3B7 HSPA9 HYOU1 IFIH1 IFNG IFNGR1 IGHG1 IGHG2 IGHM IGKC IGLL1 IKBKB IKBKG IKZF3 IL10 IL10RA IL10RB IL12A IL12A-AS1 IL12RB1 IL17F IL17RA IL17RC IL1R1 IL1RN IL21R IL23R IL2RA IL2RG IL31RA IL36RN IL4R IL6 IL6R IL6ST IL7 IL7R IPO8 IRAK1 IRF2BP2 IRF5 ITGA6 ITGAM ITGB2 ITGB4 IVNS1ABP JAK1 JAK2 JAK3 JAZF1 JMJD1C KANSL1 KARS1 KDF1 KDSR KIAA0319L KIF11 KIF12 KIT KLRC4 KNSTRN KRT1 KRT10 KRT14 KRT17 KRT5 KRT74 LACC1 LAMA3 LAMB3 LAMC2 LBR LCK LCP2 LDHA LEMD3 LGI3 LHCGR LIG1 LIG4 LIPA LIPN LMBRD1 LPIN2 LRBA LRP1 LRRC32 LRRC8A LSM11 LSS LYST LYZ MALT1 MBL2 MBTPS2 MC1R MCCC2 MECP2 MED12 MEFV MEIS2 MIA3 MIF MMEL1 MMP1 MNX1 MORC2 MPDU1 MPEG1 MPL MPLKIP MRTFA MS4A2 MSMO1 MSN MST1 MTHFD1 MVD MVK MYD88 MYO5B MYSM1 NAA10 NAE1 NAXD NBEA NCF1 NCF2 NCF4 NCKAP1L NCSTN NEK9 NFE2L2 NFKB1 NFKB2 NFKBIA NIPAL4 NLRC4 NLRP12 NLRP3 NOD2 NR1H4 NR3C1 NRAS NSMCE3 NSUN2 NUP107 OSMR OTULIN PAH PAPSS2 PCCA PCCB PDCD1 PDGFRA PEPD PERP PGM2L1 PGM3 PI4KA PIEZO1 PIGA PIK3CA PIK3CD PIK3CG PIK3R1 PKHD1 PKP1 PLA2G7 PLCG2 PLEC PMVK PNPLA1 PNPLA2 POFUT1 POGLUT1 POLE POLR3A POMP POU2AF1 PRDM12 PRF1 PRKACA PRMT7 PRTN3 PSEN1 PSENEN PSMB10 PSMB4 PSMB8 PSMB9 PSTPIP1 PTPN22 PTPN3 PTPRC PXK RAC1 RAG1 RAG2 RBCK1 RBM8A RBP4 RELB RFX5 RFX7 RFXANK RFXAP RIPK1 RIT1 RMRP RNASEH2A RNASEH2B RNASEH2C RNF113A RNU12 RNU4ATAC RNU7-1 RORC RRAS2 RREB1 RTTN RUNX1 SAMHD1 SASH3 SAT1 SBDS SCN10A SCN11A SCN9A SCNN1A SCNN1B SCNN1G SDHA SDHB SDHC SDR9C7 SEC24C SEMA4D SEMA7A SH3PXD2B SHANK3 SHOC2 SIK3 SIN3A SLC17A9 SLC27A4 SLC29A3 SLC30A2 SLC39A4 SLC39A7 SLC4A1 SLC6A19 SLCO1B1 SLCO1B3 SLCO2A1 SLF2 SLURP1 SMARCA2 SMARCAD1 SMARCC2 SMG8 SP110 SPI1 SPIB SPINK5 SPP1 SPTA1 SPTB SRCAP SRD5A3 SREBF1 SRP19 SRP54 SRSF2 ST14 STAT1 STAT3 STAT4 STAT5B STING1 STK4 STX11 STX3 STXBP2 SULT2B1 SUOX SYK TAF1 TARS1 TBC1D2B TBCK TBX1 TCF3 TCF4 TCIRG1 TEK TET2 TFRC TGFB1 TGM1 TGM5 THPO TJP2 TKT TLR4 TLR7 TLR8 TMC6 TMC8 TNFAIP3 TNFRSF1A TNFRSF1B TNFSF15 TNFSF4 TNIP1 TNPO3 TOM1 TOP3A TP53 TP63 TPR TRAC TRAF3IP2 TRAF6 TREX1 TRPM4 TRPV3 TTC7A UBA1 UBAC2 UBE2A UBE2L3 UFD1 UNC13D UNC45A UROD UROS USB1 USP48 USP53 USP8 VIPAS39 VPS33B WAS WDR1 WIPF1 WNT4 XIAP XPNPEP2 XYLT1 ZAP70 ZFYVE19 ZNF341 ZNF750 ZNFX1 HP_ABNORMALITY_OF_SKIN_PIGMENTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_SKIN_PIGMENTATION AAAS AARS1 ABCB6 ABCC9 ABCD1 ACD ACP5 ACTB ADAR ADH5 AIP AIRE AKT1 ALAS2 ALDH3A2 ALG3 ANAPC1 ANKLE2 ANTXR1 ANTXR2 AP3B1 AP3D1 APC APC2 APOE ARL6IP6 ARVCF ATM ATP10A ATP2A2 ATP6V1B2 ATP7A ATRX B4GALT7 BANF1 BAP1 BLM BLOC1S3 BLOC1S5 BLOC1S6 BMP2 BMP6 BRAF BRCA1 BRCA2 BRIP1 BTK BTNL2 BUB1 BUB1B BUB3 C1R C1S CACNA1F CARD14 CARS1 CASR CAT CAV1 CBL CBS CCN2 CCR6 CD28 CDH23 CDH3 CDK4 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CEP57 CHN1 CHRNA7 CIB1 CLCN7 CLTRN COL17A1 COL25A1 COL3A1 COL7A1 COMT COPB1 COX7B CPOX CREBBP CRIPT CSTA CTC1 CTLA4 CTNNBL1 CTNS CTSC CWC27 CXCR4 CYBA CYBB CYBC1 CYP11A1 CYP11B1 DCLRE1C DCPS DCT DDB2 DDX11 DDX3X DHX30 DKC1 DNAJC21 DNASE1L3 DPP9 DST DSTYK DTNBP1 DUOX2 EBP EDA EDAR EDARADD EDN3 EDNRB EED EMC1 EP300 EPG5 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ERF ESCO2 EZH2 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAS FBN1 FERMT1 FGFR1 FGFR2 FGFR3 FKBP10 FLNA FOXD3 GALC GATA1 GBA1 GJA1 GJB3 GJB4 GJB6 GMPPA GNA11 GNAQ GNAS GNB2 GNPTAB GP1BB GPNMB GPR101 GPR143 GTF2E2 GTF2H5 H4C5 HAMP HBB HCCS HEPACAM HERC2 HFE HGD HIRA HJV HLA-DRB1 HMGA2 HPGD HPS1 HPS3 HPS4 HPS5 HPS6 HRAS HSD3B2 IDUA IFNG IGF1 IGF2 IKBKG IL12A IL12RB1 IL6 IL7 INSR IRF4 IRF5 ITGB4 JAK3 JMJD1C KANSL1 KAT6A KCNH1 KCNMA1 KCNN3 KDF1 KDM5C KDM6A KDM6B KDSR KIAA0319L KIF15 KIT KITLG KLHL24 KLLN KMT2D KNSTRN KRAS KRT14 KRT5 LAMA3 LAMB3 LAMC2 LAMTOR2 LBR LEMD3 LIFR LIG4 LIPE LMNA LRBA LRMDA LTV1 LYST LZTR1 MAD2L2 MAFB MAGEL2 MAN1B1 MAP2K1 MAP2K2 MAPK1 MAPRE2 MAX MC1R MC2R MCM4 MED12 MEN1 MGMT MITF MKRN3 MLH1 MLPH MMEL1 MMP2 MPL MPLKIP MRAP MRAS MSH2 MSH6 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW MTOR MYO5A NBN NCF1 NCF2 NCF4 NDN NDUFB11 NF1 NF2 NFIX NFKB2 NHP2 NLRP1 NNT NOD2 NOP10 NOTCH3 NPAP1 NPM1 NR0B1 NR3C1 NRAS NSD1 NSUN2 OCA2 OCRL PAH PALB2 PANK2 PARN PAX3 PAX6 PCGF2 PCNT PCSK1 PDE11A PDE4D PDGFRA PDGFRB PHIP PIDD1 PIGA PIGN PIK3CA PIK3CD PLAG1 PLCG2 PLEC PLXND1 PMS2 POFUT1 POGLUT1 POGZ POLA1 POLE POLH POMC PORCN POT1 POU2AF1 PPOX PPP1CB PRKAR1A PROC PROS1 PSAP PSENEN PSMB8 PTCH1 PTCH2 PTEN PTPN11 PTPN22 PWAR1 PWRN1 RAB27A RAD51 RAD51C RAF1 RASA2 RBBP8 RBM28 RECQL4 RERE RET REV3L RFWD3 RFX7 RIT1 RNF113A RPA1 RPS27 RRAS RRAS2 RREB1 RTEL1 SALL4 SASH1 SDHA SDHB SDHC SDHD SEC23A SEC23B SEC24C SET SETBP1 SETD2 SGPL1 SH3PXD2B SHOC2 SIM1 SKIC2 SKIC3 SLC17A5 SLC24A5 SLC27A4 SLC29A3 SLC35A2 SLC40A1 SLC45A2 SLC6A19 SLC9A1 SLCO1B1 SLCO1B3 SLF2 SLX4 SMARCA2 SMARCAD1 SMARCAL1 SMG8 SMO SMS SNAI2 SNORD115-1 SNORD116-1 SNRPN SOS1 SOS2 SOX10 SOX18 SPIB SPINK5 SPRED1 SPRED2 SPTBN1 SRD5A3 ST3GAL5 STAR STEAP3 STK11 SUFU SUZ12 SVBP TARS1 TBX1 TCF4 TERC TERF2IP TERT TFE3 TFR2 TGM5 THPO TINF2 TMC6 TMC8 TMEM127 TNFRSF11A TNFRSF11B TNFRSF1A TNFRSF1B TNFSF15 TNPO3 TOE1 TOP3A TP53 TP53RK TP63 TRAC TRAF6 TRAPPC11 TRIP13 TRPM1 TSC1 TSC2 TUBB TUBGCP6 TWIST2 TXNRD2 TYMS TYR TYRP1 UBE2A UBE2T UBE3A UBR1 UFD1 UROD UROS USB1 USF3 USP48 USP8 USP9X UVSSA VHL VPS13B WASF1 WBP11 WDR11 WDR45 WDR73 WRAP53 XPA XPC XRCC2 ZFHX4 ZMPSTE24 ZNF699 ZPR1 HP_ABNORMALITY_OF_SKULL_OSSIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_SKULL_OSSIFICATION ALG9 ALPL ALX4 ANTXR1 BMPER COL1A1 COL1A2 COL2A1 CREB3L1 CRTAP CSF1R EXT2 FAM111A FGFR2 FIG4 HDAC6 HGSNAT HHAT IFT43 INTU LAMA5 LBR LMNA MPL NAGLU NOTCH2 OSTM1 P3H1 PHF21A PPIB PPP3CA RBL2 RUNX2 SEC23A SERPINH1 SGSH SLC25A19 SLC25A24 TAPT1 TBCE THPO TRIP11 TXNDC15 VAC14 VCP WNT7A ZMPSTE24 HP_ABNORMALITY_OF_SOMATOSENSORY_EVOKED_POTENTIALS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_SOMATOSENSORY_EVOKED_POTENTIALS ABCD1 ATXN1 CYP27A1 EPM2A GJC2 LMNB1 MARCHF6 MORC2 NHLRC1 PLP1 PRPS1 SAMD12 SEMA6B STARD7 TBC1D24 TIMM8A TTPA YEATS2 HP_ABNORMALITY_OF_SPEECH_OR_VOCALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_SPEECH_OR_VOCALIZATION AAAS AARS1 AARS2 AASS ABCA2 ABCA7 ABCB7 ABCD1 ABHD12 ABHD16A ACAD8 ACADM ACADS ACBD5 ACOX1 ACOX2 ACSF3 ACSL4 ACTB ACTG1 ACTL6B ADA2 ADAMTS2 ADAMTSL2 ADAR ADARB1 ADAT3 ADCY5 ADD3 ADGRG1 ADGRL1 ADH1C ADK ADNP ADPRS ADSL AFF2 AFG3L2 AGA AGO1 AGO2 AGTPBP1 AHDC1 AIFM1 AIMP1 AIMP2 AKT1 ALAD ALDH18A1 ALDH3A2 ALDH4A1 ALDH5A1 ALDH7A1 ALDOA ALG11 ALG12 ALG13 ALG14 ALG2 ALG9 ALMS1 ALS2 AMACR AMER1 AMFR AMMECR1 AMN AMPD2 ANK3 ANKRD11 ANKRD17 ANO10 ANOS1 ANXA11 AP1G1 AP1S2 AP2M1 AP3B2 AP4B1 AP4E1 AP4M1 AP4S1 APC2 APOE APP APTX AR ARF1 ARFGEF1 ARG1 ARHGAP29 ARHGEF2 ARHGEF38 ARID1A ARID1B ARID2 ARL13B ARL6 ARMC9 ARPC4 ARSA ARV1 ARVCF ARX ASAH1 ASH1L ASPA ASPM ASXL1 ASXL2 ASXL3 ATAD3A ATCAY ATG5 ATG7 ATL1 ATM ATN1 ATP10A ATP13A2 ATP1A1 ATP1A2 ATP1A3 ATP2B3 ATP5F1A ATP5F1D ATP5F1E ATP5MK ATP6AP2 ATP6V0A1 ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 ATP7B ATP8A2 ATP9A ATPAF1 ATPAF2 ATRX ATXN1 ATXN10 ATXN2 ATXN3 ATXN7 ATXN8OS AUH AUTS2 B3GALNT2 B3GALT6 B4GALNT1 BAP1 BAZ1B BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCAS3 BCL11B BCL7B BCOR BCORL1 BEAN1 BIN1 BLM BLTP1 BMP4 BMPR1A BMPR1B BPTF BRAF BRAT1 BRCA1 BRD4 BRF1 BRPF1 BRWD3 BSCL2 BTK BUD23 C12orf4 C19orf12 C2CD3 C9orf72 CA8 CACNA1A CACNA1B CACNA1C CACNA1E CACNA1G CACNA1I CACNA2D1 CACNA2D2 CACNB4 CAD CAMK2A CAMK2B CAMK2G CAMTA1 CAPN1 CARS1 CARS2 CASK CASZ1 CBL CC2D1A CCDC103 CCDC141 CCDC174 CCDC22 CCDC28B CCDC39 CCDC40 CCDC47 CCDC65 CCDC88A CCDC88C CCND2 CCNF CCNK CCNO CDC42 CDH1 CDK10 CDK13 CDK19 CDKL5 CDKN1C CDON CELF2 CENPJ CEP19 CEP290 CEP63 CERS1 CFAP221 CFAP298 CFAP300 CFAP418 CFAP74 CFH CFHR1 CFHR3 CHAMP1 CHCHD10 CHD2 CHD3 CHD5 CHD7 CHD8 CHKA CHKB CHMP1A CHMP2B CHRNA1 CHRNB1 CHRNE CHSY1 CIC CIITA CISD2 CIT CKAP2L CLCN3 CLCN4 CLDN11 CLIC2 CLIP2 CLN3 CLN5 CLN8 CLP1 CLPB CLTC CNKSR2 CNNM2 CNOT1 CNOT2 CNTNAP2 COA7 COA8 COASY COBLL1 COG1 COG4 COG5 COG6 COG8 COL1A1 COL1A2 COL3A1 COLQ COMT COPB1 COQ2 COX20 COX7B CP CPLX1 CPT1A CRADD CRAT CRBN CREBBP CRPPA CSF1R CSNK2A1 CSPP1 CSTB CTBP1 CTC1 CTCF CTNNA2 CTNNB1 CTNND2 CTSF CUBN CUL3 CUL4B CUX1 CWC27 CWF19L1 CXCR4 CYFIP2 CYLD CYP27A1 CYP7B1 DAB1 DAG1 DALRD3 DARS1 DARS2 DCAF17 DCC DCLRE1B DCPS DCTN1 DCX DDHD2 DDOST DDX6 DEAF1 DEGS1 DENND5A DEPDC5 DHDDS DHPS DHTKD1 DHX30 DIAPH1 DISP1 DLAT DLG1 DLG3 DLK1 DLL1 DLX4 DMD DMPK DMXL2 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAJB6 DNAJC12 DNAJC13 DNAJC30 DNAJC6 DNAL1 DNM1 DNM1L DNMT3A DOCK3 DOCK6 DOCK7 DOHH DOLK DPAGT1 DPF2 DPH5 DPM2 DPP9 DPYD DPYS DPYSL5 DRC1 DRD3 DUSP6 DYM DYNC1H1 DYNC1I2 DYNC2I2 DYRK1A EARS2 EBF3 EBP EED EEF1A2 EEF2 EFTUD2 EHMT1 EIF2AK1 EIF2AK2 EIF2B1 EIF2B2 EIF2B3 EIF2B4 EIF2S3 EIF3F EIF4A3 EIF4G1 EIF4H ELN ELOVL1 ELOVL4 ELOVL5 ELP2 EMC1 EMC10 EN1 ENTPD1 EP300 EPCAM EPM2A EPRS1 ERBB3 ERCC2 ERCC3 ERCC4 ERCC5 ERCC8 ERF ERLIN1 ERLIN2 ERMARD EXOSC2 EXOSC3 EXOSC5 EXT2 EXTL3 EYA1 EZH2 FA2H FAM111A FAN1 FANCF FAR1 FARS2 FAT2 FBLN1 FBXL3 FBXO11 FBXO28 FBXO7 FBXW11 FBXW7 FDXR FEZF1 FGF12 FGF13 FGF14 FGF17 FGF8 FGFR1 FH FIBP FIG4 FKBP6 FKRP FKTN FLCN FLG FLII FLNA FLRT1 FLRT3 FMN2 FMR1 FOCAD FOXG1 FOXH1 FOXI1 FOXJ1 FOXP1 FOXP2 FOXRED1 FRA10AC1 FRMD4A FRMPD4 FRRS1L FTCD FTL FTSJ1 FUS FXN FZR1 GABBR2 GABRA2 GABRA5 GABRB2 GABRD GABRG2 GALC GALE GALNT2 GALT GAMT GAN GAS1 GAS2L2 GAS8 GATA2 GATA4 GATAD2B GATM GBA1 GBA2 GBF1 GCDH GCH1 GCLC GDAP2 GDF5 GEMIN4 GEMIN5 GET4 GFAP GFM2 GFPT1 GHR GIGYF2 GIPC1 GJA1 GJA5 GJA8 GJB1 GJC2 GLB1 GLE1 GLI2 GLRA2 GLRX5 GLS GLUD2 GLYCTK GM2A GMNN GMPPA GMPPB GNAI1 GNAO1 GNAQ GNAS GNB1 GNB2 GNB5 GNE GNPTAB GNS GOLGA2 GORAB GOSR2 GOT2 GP1BB GPAA1 GPC3 GPC4 GPR88 GPT2 GRB10 GRHL3 GRIA1 GRIA2 GRIA3 GRIA4 GRID2 GRIK2 GRIN1 GRIN2A GRIN2B GRIN2D GRM1 GRN GSN GSS GSX2 GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GUSB H3-3A H4C11 H4C5 HACE1 HAL HBA1 HBA2 HCCS HCN1 HCN4 HDAC4 HDAC8 HECW2 HEPACAM HEPHL1 HERC1 HERC2 HESX1 HEXB HGSNAT HHAT HID1 HIKESHI HIRA HIVEP2 HK1 HLA-B HLA-DQB1 HMBS HMGA2 HMGCL HNMT HNRNPA1 HNRNPA2B1 HNRNPH1 HNRNPH2 HNRNPK HNRNPU HOXA2 HOXB1 HPCA HPRT1 HS2ST1 HS6ST1 HS6ST2 HSD17B10 HSD17B4 HSPG2 HTRA1 HTT HUWE1 HYCC1 HYDIN IARS1 IFIH1 IFNG IFRD1 IFT172 IFT27 IFT74 IGF1R IGF2 IL12B IL17RD INPP5E INPP5K INTS1 INTS8 INTU IQSEC1 IQSEC2 IREB2 IRF2BPL IRF6 ISCA2 ITPA ITPR1 JAG1 JAG2 JAK2 JAM2 JMJD1C JPH3 KANSL1 KARS1 KAT6A KAT6B KAT8 KCNA1 KCNA2 KCNA4 KCNAB2 KCNB1 KCNC2 KCNC3 KCND3 KCNH1 KCNJ10 KCNK4 KCNMA1 KCNN2 KCNQ5 KCTD17 KCTD7 KDM1A KDM3B KDM4B KDM5B KDM5C KDM6A KDM6B KIAA0586 KIAA0753 KIDINS220 KIF14 KIF15 KIF1A KIF1C KIF4A KIF5C KLC2 KLHL15 KMT2A KMT2B KMT2C KMT2D KMT2E KMT5B KNL1 KPNA3 KPTN KRAS KYNU L1CAM L2HGDH LAGE3 LAMA1 LARGE1 LAS1L LEMD3 LGI1 LIG4 LIMK1 LINGO1 LINS1 LIPT2 LMAN2L LMBRD2 LMNA LMNB1 LMNB2 LMX1B LNPK LPIN1 LRP12 LRP5 LRPPRC LRRC32 LRRC56 LRRK2 LSM11 LSS LTBP4 LUZP1 LYRM7 LZTFL1 LZTR1 MAB21L1 MACF1 MADD MAG MAGEL2 MAN1B1 MAN2B1 MAN2C1 MANBA MAP1B MAP2K1 MAP2K2 MAPK1 MAPRE2 MAPT MARS1 MARS2 MAST1 MATR3 MBD5 MBOAT7 MCIDAS MCM3AP MCOLN1 MCTP2 MDH2 MDM2 MECP2 MECR MED12 MED12L MED13 MED13L MED23 MED25 MED27 MEF2C MEG3 MEIS2 MESD METTL27 METTL5 MFF MFN2 MFSD2A MFSD8 MICOS13 MICU1 MID1 MID2 MINPP1 MKKS MKRN3 MKS1 MLH1 MLH3 MLX MLXIPL MMACHC MME MMP23B MMUT MN1 MORC2 MPDU1 MPL MPLKIP MRAS MRE11 MRPL12 MRPS14 MRPS2 MRPS34 MSH2 MSH6 MSL3 MSTO1 MSX1 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TE MT-TF MT-TH MT-TK MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TT MT-TV MT-TW MTFMT MTHFS MTO1 MTOR MTPAP MTRFR MTRR MTTP MTX2 MVK MYH3 MYH7 MYO9A MYORG MYOT MYT1L NAA10 NAA15 NAA20 NACC1 NAGS NALCN NARS1 NARS2 NAXD NAXE NBAS NBEA NBN NCAPD2 NCAPG2 NCDN NCF1 NDNF NDST1 NDUFA1 NDUFA13 NDUFA4 NDUFA6 NDUFA8 NDUFA9 NDUFAF5 NDUFAF6 NDUFB11 NDUFS1 NDUFS7 NDUFS8 NEB NECAP1 NECTIN1 NEDD4L NEFH NEFL NEK1 NEK10 NEMF NEU1 NEXMIF NF1 NF2 NFASC NFE2L2 NFIB NFIX NGLY1 NHLRC1 NIPA1 NIPA2 NIPBL NKX2-1 NKX6-2 NLGN3 NLGN4X NME5 NME8 NODAL NONO NOP56 NOTCH2NLC NOTCH3 NOVA2 NPAP1 NPC1 NPC2 NPHP1 NPPA NPRL2 NPRL3 NR2F1 NR4A2 NRAS NSD1 NSDHL NSRP1 NSUN2 NTNG1 NTNG2 NTRK2 NUBPL NUDT2 NUP107 NUP54 NUP62 NUS1 NUTM2B-AS1 NXN OBSCN OCA2 OCRL ODAD1 ODAD2 ODAD3 ODAD4 ODC1 OFD1 OGDH OPA1 OPA3 OPHN1 OPTN ORAI1 ORC4 ORC6 OSGEP OTOG OTUD6B OXR1 P4HB PABPN1 PACS1 PACS2 PAK1 PAK3 PANK2 PARS2 PAX1 PAX6 PBX1 PCDH19 PCGF2 PCNA PCNT PCYT2 PDE10A PDE2A PDE4D PDE8B PDGFB PDGFRA PDGFRB PDPN PDYN PEX1 PEX10 PEX12 PEX16 PEX2 PEX6 PFN1 PGAP1 PGAP2 PGAP3 PGK1 PGM2L1 PGM3 PHF21A PHF8 PHKA2 PHKB PHKG2 PI4KA PIEZO2 PIGA PIGC PIGF PIGG PIGH PIGM PIGN PIGO PIGP PIGS PIGV PIGW PIK3C2A PIK3CA PIK3R1 PIK3R5 PLA2G6 PLAA PLAG1 PLCH1 PLD3 PLEC PLEKHG4 PLK4 PLP1 PLPBP PMM2 PMPCA PMPCB PMS1 PMS2 PNKD PNKP PNPLA6 PNPLA8 PNPT1 POC1A PODXL POGZ POLD1 POLG POLG2 POLR1B POLR1C POLR1D POLR3A POLR3B POLR3GL POLR3K POLRMT POMGNT1 POMGNT2 POMK POMT1 POMT2 POR POT1 POU3F3 POU4F1 PPFIBP1 PPIL1 PPM1D PPP1CB PPP1R15B PPP1R21 PPP2CA PPP2R1A PPP2R2B PPP2R5D PPP3CA PPT1 PRDM16 PRDM8 PRDX3 PRICKLE1 PRKAR1B PRKCG PRKCZ PRKD1 PRKRA PRMT7 PRNP PRODH PROK2 PROKR2 PRPH PRPS1 PRR12 PRRT2 PRUNE1 PSAP PSEN1 PSEN2 PSMB1 PSMC1 PSMD12 PSMG2 PTCH1 PTEN PTPN11 PTS PUF60 PUM1 PURA PUS3 PUS7 PWAR1 PWRN1 PYCR1 PYCR2 QRICH1 RAB11B RAB18 RAB39B RAB3GAP2 RAB5IF RAC1 RAD21 RAF1 RAI1 RALA RALGAPA1 RANBP2 RARS1 RARS2 RASA2 RBBP8 REEP1 REEP2 RELN REPS1 RERE RFC1 RFC2 RFX5 RFX7 RFXANK RFXAP RHOBTB2 RIC1 RILPL1 RIMS2 RIN2 RIT1 RLIM RMND1 RNASEH1 RNASEH2A RNASEH2B RNASEH2C RNASET2 RNF113A RNF125 RNF170 RNF216 RNF220 RNU12 RNU7-1 ROGDI RORA RORB RPGR RPIA RPL10 RPS20 RPS6KA3 RRAS RRAS2 RREB1 RRM2B RRP7A RSPH1 RSPH3 RSPH4A RSPH9 RSPRY1 RSRC1 RTL1 RTTN RUBCN RUSC2 RYR1 RYR3 SACS SAMD9L SAMHD1 SARDH SASS6 SATB1 SATB2 SCAPER SCARB2 SCLT1 SCN1A SCN3A SCN4A SCN5A SCN8A SCNM1 SCO2 SCYL1 SDCCAG8 SDHA SDHAF1 SDHB SDHD SEC23A SEC24C SEC24D SEC31A SELENOI SELENON SEMA3A SEMA4A SEMA5A SEMA6B SEPTIN9 SERAC1 SERPINH1 SERPINI1 SET SETBP1 SETD1A SETD1B SETD2 SETD5 SETX SF3B4 SFXN4 SGCB SH2B1 SH3TC2 SHANK3 SHH SHMT2 SHQ1 SHROOM4 SIAH1 SIGMAR1 SIK1 SIK3 SIL1 SIM1 SIN3A SIX3 SKI SLC12A2 SLC12A6 SLC13A3 SLC13A5 SLC16A2 SLC17A5 SLC18A2 SLC19A3 SLC1A2 SLC1A3 SLC1A4 SLC20A2 SLC25A12 SLC25A15 SLC25A36 SLC25A4 SLC25A42 SLC25A46 SLC26A4 SLC2A1 SLC2A3 SLC30A10 SLC30A9 SLC33A1 SLC35A1 SLC35A2 SLC35B2 SLC38A3 SLC39A14 SLC39A8 SLC44A1 SLC6A1 SLC6A17 SLC6A19 SLC6A3 SLC6A8 SLC7A6OS SLC9A1 SLC9A6 SLC9A7 SLITRK2 SMAD6 SMARCA2 SMARCA4 SMARCAL1 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMG9 SMO SMS SNAP25 SNCA SNCAIP SNORD115-1 SNORD116-1 SNORD118 SNRPN SNX14 SOBP SOD1 SORL1 SOS1 SOS2 SOX10 SOX11 SOX4 SOX5 SOX6 SPAG1 SPARC SPART SPAST SPATA5 SPEF2 SPEG SPEN SPG11 SPG21 SPG7 SPOP SPR SPRED1 SPRED2 SPRY4 SPTBN1 SPTBN2 SPTBN4 SPTLC1 SQSTM1 SRCAP SRPX2 ST3GAL5 STAC3 STAG1 STAG2 STAT5B STIL STIM1 STK36 STRADA STS STT3A STUB1 STX1A STX1B STXBP1 SUFU SUOX SUPT16H SUZ12 SVBP SYNE1 SYNGAP1 SYNJ1 SYT1 SYT14 SYT2 SZT2 TACO1 TACR3 TAF1 TAF2 TAF6 TAF8 TANC2 TANGO2 TAOK1 TARDBP TARS1 TAT TBC1D20 TBC1D23 TBC1D24 TBC1D7 TBCD TBCE TBCK TBK1 TBL1XR1 TBL2 TBP TBR1 TBX1 TBX4 TBXAS1 TCEAL1 TCF20 TCF4 TCOF1 TCTN2 TDGF1 TDO2 TDP1 TECPR2 TECR TELO2 TENM3 TENT5A TERT TET3 TFAP2A TFE3 TGFB1 TGFBR2 TGIF1 TGM6 TH THAP1 THG1L THOC2 THOC6 THPO THRB THUMPD1 TIA1 TIAM1 TICAM1 TIMM50 TIMM8A TINF2 TK2 TKFC TKT TLK2 TLR3 TM4SF20 TMCO1 TMEM106B TMEM147 TMEM163 TMEM222 TMEM231 TMEM240 TMEM270 TMEM63C TMEM94 TMLHE TMTC3 TNIK TNNT1 TNPO2 TNR TNRC6B TOE1 TOGARAM1 TOMM40 TOP3A TOR1A TP53RK TP63 TPK1 TPP1 TPRN TRAF3 TRAF7 TRAK1 TRANK1 TRAPPC10 TRAPPC11 TRAPPC14 TRAPPC2L TRAPPC6B TRAPPC9 TREM2 TREX1 TRIM32 TRIM37 TRIM8 TRIO TRIP12 TRIP4 TRIT1 TRMT1 TRMT10A TRMT5 TRPM3 TRPS1 TRPV6 TRRAP TSC1 TSC2 TSEN15 TSHR TSPAN7 TSPOAP1 TTBK2 TTC12 TTC19 TTC5 TTC8 TTI2 TTN TTPA TTR TUBA8 TUBB TUBB2A TUBB3 TUBB4A TUBG1 TWIST1 TWIST2 TWNK TYROBP UBA1 UBA2 UBA5 UBAP1 UBB UBE2A UBE3A UBE3B UBE3C UBE4A UBE4B UBQLN2 UBTF UCHL1 UFC1 UFD1 UFM1 UFSP2 UGP2 UGT1A1 UNC80 UNC93B1 UPB1 UPF3B UQCC2 UQCRQ UROC1 USP27X USP7 USP9X VAC14 VAMP1 VAPB VARS1 VCP VLDLR VPS11 VPS13A VPS13B VPS13D VPS33A VPS35 VPS35L VPS37A VPS37D VPS41 VPS4A VWA3B WAC WARS1 WARS2 WASF1 WASHC4 WASHC5 WDPCP WDR11 WDR26 WDR37 WDR4 WDR45 WDR45B WDR62 WDR73 WDR81 WFS1 WIPI2 WLS WRN WWOX XK XPR1 XRCC1 XRCC4 XYLT1 YARS1 YIF1B YME1L1 YWHAG YY1 ZBTB11 ZBTB18 ZBTB20 ZBTB7A ZC4H2 ZDHHC9 ZEB2 ZFYVE26 ZIC2 ZMIZ1 ZMPSTE24 ZMYM2 ZMYND10 ZMYND11 ZNF142 ZNF148 ZNF292 ZNF407 ZNF462 ZNF592 ZNF711 ZSWIM6 HP_ABNORMALITY_OF_SPINAL_FACET_JOINT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_SPINAL_FACET_JOINT AEBP1 CCL2 FUZ TBXT VANGL1 VANGL2 HP_ABNORMALITY_OF_SUBCUTANEOUS_FAT_TISSUE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_SUBCUTANEOUS_FAT_TISSUE ADAMTS2 ADAMTSL2 AGPAT2 AKT1 ALG8 ALMS1 ARMC5 ATP6V0A2 ATP6V1A ATP6V1E1 ATRX BMPR1A BRAF BSCL2 CAV1 CDH23 CDKN1B COL1A1 COL1A2 ERCC6 ERCC8 FBN1 FGFR1 FH GNAS GNB2 H4C5 IGF1R INSR KCNJ6 KCNK9 LEMD2 LMNA MEN1 NAA10 NR3C1 PDE11A PHGDH PIK3CA PLIN1 PMM2 POLR3A PPARG PPP1R15B PRKACA PRKAR1A PTEN PTF1A RBM28 SKI SLC25A24 SLC2A2 SOX18 TBL1XR1 TGFB1 TGFB3 TOP3A TP53 TRMT10A USP48 USP8 ZMPSTE24 HP_ABNORMALITY_OF_SUPEROXIDE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_SUPEROXIDE_METABOLISM CYBA CYBB NADK2 NCF1 NCF2 HP_ABNORMALITY_OF_TASTE_SENSATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_TASTE_SENSATION ELP1 KIF1A RETREG1 SCN9A SLC39A4 TRANK1 WNK1 HP_ABNORMALITY_OF_TEMPERATURE_REGULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_TEMPERATURE_REGULATION ABCA12 ABCC2 ABCC6 ABL1 ACADSB ACADVL ACAT1 ACTN4 ADA ADA2 ADAMTS13 ADAR AK2 ALDOA ALG11 ALOXE3 ALPK1 ALPL ANK1 ANKFY1 ANKRD55 ANLN AP1S3 APOL1 AQP2 ARHGAP24 ARHGDIA ARL3 ASAH1 ASXL1 ATM ATP13A2 ATP1A2 ATP2A1 ATP5F1B ATP7A ATXN3 AVP AVPR2 BACH2 BCAP31 BCL10 BCL2 BCL6 BCOR BCR BIN1 BIRC3 BLNK BRAT1 BRCA1 BRCA2 BTK BTNL2 C1QB C2orf69 C3 C4A CACNA1A CACNA1C CACNA1S CALR CASK CCND1 CCR1 CD244 CD247 CD27 CD2AP CD3D CD3E CD70 CD79A CD79B CDON CEBPE CFH CFHR1 CFHR3 CFTR CHD7 CHEK2 CHRNA1 CHRND CHRNG CIITA CLCF1 CLCN6 CLCN7 CLDN10 CLEC7A CLPB COA6 COG6 COG7 COL1A1 COL4A3 COQ8B COQ9 CPOX CPT2 CR2 CRB2 CRLF1 CRLS1 CTLA4 CTRC CYBA CYBB CYBC1 CYP11B2 CYP21A2 DAAM2 DBH DCLRE1C DDB2 DDC DEF6 DGUOK DIS3L2 DISP1 DLL1 DNASE2 DNM2 DOCK2 DPP9 DST DUOX2 DUOXA2 EDA EDAR EDARADD EIF2AK3 EIF2B1 ELANE ELF4 ELP1 EMP2 ENPP1 EPB41 EPB42 ERAP1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 F5 FAH FAS FBP1 FCGR3B FGF8 FGFR1 FIP1L1 FOCAD FOXH1 FOXP1 G6PD GAA GABRA2 GALC GAPVD1 GAS1 GATA2 GCH1 GFI1 GLA GLI2 GPC3 GPR35 GYPC H19 H4C5 HAVCR2 HBB HEPHL1 HERC2 HESX1 HLA-B HLA-DPA1 HLA-DPB1 HLA-DRB1 HMBS HMGCL HNRNPK HSPG2 HTR1A IBA57 IFIH1 IFNG IFNGR1 IGHM IGLL1 IKZF1 IL10 IL12A IL12A-AS1 IL12B IL17F IL17RA IL17RC IL1R1 IL23R IL2RA IL2RB IL2RG IL36RN IL6 IL6R IL6ST IL7R INF2 IRAK1 IRF2BP2 IRF4 IRF8 ITK ITPR2 IYD JAK2 KCNJ1 KDF1 KIF1B KIT KLHL7 KLRC4 KRT14 KRT18 KRT5 LACC1 LAMA3 LAMB3 LAMC2 LBR LBX1 LCK LDHA LHX3 LHX4 LIFR LIG4 LIPA LMNB1 LPIN1 LPIN2 LRRC8A LSM11 LYST MADD MAGEL2 MAGI2 MALT1 MAP2K1 MAP2K2 MBTPS2 MCM10 MEFV MICOS13 MIF MKRN3 MLX MMACHC MPL MRPS7 MST1 MT-ATP6 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TK MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTHFR MTHFS MTMR14 MVK MYD88 MYF6 MYH3 MYO1E MYO1H NAB2 NABP1 NALCN NAXD NCF1 NCF2 NCF4 NDUFA2 NECTIN4 NFKBIA NFKBIL1 NGF NGLY1 NKX2-1 NLRC4 NLRP1 NLRP12 NLRP3 NOD2 NODAL NPAP1 NPHS1 NPHS2 NPM1 NTRK1 NUAK2 NUMA1 NUP107 NUP133 NUP160 NUP205 NUP37 NUP85 NUP93 OBSCN OCA2 ORAI1 OTULIN P4HA2 P4HTM PAX2 PAX8 PEX6 PGM1 PHOX2B PIK3CG PIK3R1 PKHD1 PLA2G6 PLCE1 PLCH1 PML PMM2 PMP22 POFUT1 POGLUT1 POLR3A POMP POU1F1 POU6F2 PRF1 PRKAR1A PRKCD PRNP PROP1 PRSS1 PRSS2 PRTN3 PSAP PSENEN PSMB10 PSMB4 PSMB8 PSMB9 PSMG2 PSTPIP1 PTCH1 PTPN2 PTPN22 PTPN3 PTPRC PTPRO PTS PWAR1 PWRN1 QDPR RAB27A RAG1 RAG2 RANBP2 RARA RB1 RBCK1 REL REST RIPK1 RMRP RNASEH2A RNASEH2B RNASEH2C RNF168 RNU4ATAC RNU7-1 RUNX1 RYR1 SAMHD1 SAT1 SCN10A SCN11A SCN4A SCN5A SCN9A SCNN1A SCNN1B SCNN1G SCYL1 SEMA4D SH2B3 SH2D1A SH3KBP1 SHANK3 SHH SHQ1 SIX3 SLC11A1 SLC12A1 SLC12A3 SLC18A2 SLC19A3 SLC22A4 SLC25A19 SLC25A20 SLC29A3 SLC31A1 SLC34A2 SLC35C1 SLC39A7 SLC41A1 SLC4A1 SLC52A1 SLC5A1 SLC5A5 SMARCAL1 SMC1A SNORD115-1 SNORD116-1 SNX10 SPI1 SPINK1 SPP1 SPR SPTA1 SPTB SPTBN1 SRP19 SRP54 SRSF2 STAC3 STAG2 STAT1 STAT2 STAT3 STAT4 STAT5B STAT6 STIL STIM1 STING1 STK4 STX11 STXBP2 SUCLG1 SYK TBC1D8B TBCK TBK1 TBL1XR1 TBX3 TCF3 TCF4 TCIRG1 TDGF1 TET2 TG TGIF1 TH TICAM1 TLR3 TLR4 TLR7 TMEM165 TNFAIP3 TNFRSF1A TNFSF11 TP53 TPO TRAF3 TRAF3IP2 TRAF6 TRANK1 TRAPPC9 TREX1 TRIM28 TRIP13 TRNT1 TRPC6 TSC1 TSC2 TSHB TSHR TSPOAP1 TSPYL1 UBA1 UBAC2 UBE3A UNC13D UNC93B1 UQCRFS1 UQCRH VANGL2 VPS11 WAS WDR1 WIPF1 WT1 XIAP XPA XPC ZBTB16 ZFHX2 ZFYVE19 ZIC2 ZNF699 ZNFX1 HP_ABNORMALITY_OF_THALAMUS_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THALAMUS_MORPHOLOGY AKT1 BAP1 CLN8 COASY COX10 CP DCC EXOC2 EXOC7 FKRP FTL GFAP GMPPB GSX2 GTPBP3 HEXB JAM2 MED17 MFF MTRFR MYORG NDE1 NF2 PDGFB PIK3C2A PIK3CA POLG POMGNT1 POMK POMT1 POMT2 PTCD3 PTCH1 RANBP2 SCP2 SETD5 SLC2A1 SMARCB1 SMARCE1 SMO SUFU TERT TRAF7 TREM2 TUBA1A TUBB2B TUBB3 TWNK HP_ABNORMALITY_OF_THE_ABDOMINAL_ORGANS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_ABDOMINAL_ORGANS AAGAB ABCA1 ABCA12 ABCB11 ABCB4 ABCC2 ABCC6 ABCC8 ABCD1 ABCD3 ABCG5 ABCG8 ABHD5 ABL1 ACAD9 ACADM ACADS ACADVL ACAT1 ACD ACOX1 ACP5 ACSL5 ACTG2 ACTN4 ACVR1B ACVR2B ACVRL1 ADA ADA2 ADAMTS13 ADAMTS3 ADAMTSL2 ADAR ADK AFF4 AGA AGGF1 AGL AGPAT2 AGR2 AHCY AIRE AKR1D1 AKT1 AKT2 ALAS2 ALDH1A2 ALDOA ALDOB ALG1 ALG13 ALG2 ALG5 ALG6 ALG8 ALG9 ALMS1 ALPK1 AMACR ANK1 ANKFY1 ANKRD55 ANKS6 ANLN ANTXR1 AP1B1 AP1S1 AP2S1 AP3B1 AP3D1 APC APC2 APOA1 APOB APOC2 APOE APOL1 APPL1 ARG1 ARHGAP24 ARHGAP31 ARHGDIA ARID1A ARID1B ARID2 ARL13B ARL6 ARMC5 ARSA ARSB ARVCF ARX ASAH1 ASL ASS1 ASXL1 ATAD3A ATM ATP11C ATP5F1A ATP5F1D ATP5F1E ATP5MK ATP6AP1 ATP6AP2 ATP6V1B2 ATP7A ATP7B ATP8B1 ATPAF1 ATPAF2 ATRX AUH AXIN1 B2M B3GLCT B4GALT1 B9D1 B9D2 BAAT BACH2 BAP1 BARD1 BAZ1B BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCAP31 BCHE BCKDHA BCKDHB BCL11A BCL2 BCL6 BCL7B BCR BCS1L BICC1 BLK BLM BLNK BLVRA BMP2 BMP6 BMPER BMPR1A BOLA3 BPGM BRAF BRCA1 BRCA2 BRD4 BRIP1 BSCL2 BTD BTK BTNL2 BUD23 C1QBP C1S C2orf69 C4A C4B CA2 CA5A CALR CARD11 CARS2 CASK CASP10 CASP8 CASR CASZ1 CAV1 CAVIN1 CBL CBS CC2D2A CCBE1 CCDC103 CCDC115 CCDC28B CCDC32 CCDC39 CCDC40 CCDC47 CCDC65 CCND1 CCNO CCR1 CD19 CD247 CD27 CD28 CD2AP CD3D CD3E CD40LG CD55 CD70 CD79A CD79B CD81 CD96 CDAN1 CDC45 CDC73 CDIN1 CDK4 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CDON CEACAM3 CEACAM6 CEL CENPF CEP120 CEP164 CEP19 CEP290 CEP83 CFAP221 CFAP298 CFAP300 CFAP410 CFAP418 CFAP45 CFAP52 CFAP53 CFAP74 CFB CFC1 CFTR CHD7 CHEK2 CHST14 CIDEC CIITA CIROP CISD2 CLCA4 CLCN7 CLCNKB CLDN1 CLEC7A CLIP2 CLPB CNOT1 CNTNAP2 COA8 COG1 COG4 COG5 COG6 COG7 COG8 COL14A1 COL4A3 COMT COQ8B CORIN COX10 COX14 COX15 COX4I2 COX5A CP CPA1 CPLX1 CPOX CPT1A CPT2 CR2 CRB2 CREBBP CSF3R CSPP1 CTBP1 CTC1 CTCF CTLA4 CTNNB1 CTNS CTRC CTSA CTSC CTSK CYBA CYBB CYBC1 CYP19A1 CYP27A1 CYP7A1 CYP7B1 DAAM2 DAXX DBT DCDC2 DCLRE1C DCTN4 DDOST DDRGK1 DEF6 DGUOK DHCR24 DHCR7 DHDDS DHFR DIS3L2 DKC1 DLD DLK1 DLL4 DMPK DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB11 DNAJB13 DNAJC19 DNAJC21 DNAJC30 DNAL1 DNASE1L3 DNASE2 DOCK2 DOCK6 DPAGT1 DPF2 DPM1 DPM2 DRC1 DSE DUOX2 DUOXA2 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DZIP1L EARS2 EDNRA EFL1 EIF2AK3 EIF4H ELANE ELN ELP1 EMP2 ENG ENPP1 EOGT EP300 EPB41 EPB42 EPCAM EPOR ERAP1 ERBB3 ERCC1 ERCC4 ERCC6 ERCC8 ESCO2 ETFA ETFB ETFDH EWSR1 EXOC2 EXTL3 F10 F5 FADD FAH FAM111A FAM111B FAN1 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FARS2 FARSA FARSB FAS FASLG FAT4 FBN1 FBP1 FCGR2A FCGR3B FCHO1 FDX2 FECH FERMT3 FGA FGB FGFR2 FGFRL1 FGG FH FKBP6 FLI1 FLNB FLNC FLT1 FMO3 FOCAD FOS FOXF1 FOXJ1 FOXP3 FOXRED1 FTH1 FTL FUCA1 G6PC1 G6PC3 G6PD GAA GABRD GALE GALK1 GALM GALNS GALT GANAB GAPVD1 GAS2L2 GAS8 GATA1 GATA2 GATA6 GBA1 GBE1 GCDH GCGR GCK GCLC GDF1 GDF2 GEMIN4 GFM1 GH1 GIMAP5 GK GLB1 GLIS3 GLRX5 GLUD1 GNA11 GNAS GNB2 GNE GNMT GNPTAB GNS GP1BA GP1BB GPC3 GPC4 GPD1 GPI GPIHBP1 GPR35 GSN GSTM3 GTF2I GTF2IRD1 GTF2IRD2 GUCY2D GUSB GYPC H19 HADH HADHA HADHB HAMP HAVCR2 HBA1 HBA2 HBB HBG1 HBG2 HCK HEPACAM HESX1 HEXB HFE HGSNAT HIRA HJV HK1 HLA-B HLA-DPA1 HLA-DPB1 HLA-DRB1 HMBS HMGA2 HMGCL HMGCS2 HMOX1 HNF1A HNF1B HNF4A HNRNPA1 HNRNPA2B1 HOXD13 HPGD HSD17B10 HSD17B4 HSD3B7 HSPG2 HTRA2 HYDIN HYLS1 HYMAI HYOU1 IARS1 ICOS IDS IDUA IER3IP1 IFIH1 IFNG IFNGR1 IFT122 IFT140 IFT172 IFT27 IFT43 IFT74 IFT80 IGF2 IGF2R IGHG2 IGHM IGKC IGLL1 IKBKG IKZF1 IKZF3 IL10 IL12A IL12A-AS1 IL12RB1 IL17F IL17RA IL17RC IL18BP IL1RN IL21R IL23R IL2RA IL2RB IL2RG IL36RN IL6 IL6ST IL7R INF2 INPP5E INPPL1 INS INSR INTU INVS IQCB1 IRAK4 IRF2BP2 IRF4 IRF5 IRF8 ITCH ITK IYD JAG1 JAK1 JAK2 JAK3 JAM2 JAM3 JMJD1C KATNB1 KCNAB2 KCNH1 KCNJ11 KCNMA1 KCNN3 KCNN4 KCNQ1 KCNQ1OT1 KDM5C KIAA0753 KIF12 KIF20A KIF23 KIF3B KIT KLF1 KLF11 KLRC4 KMT2B KMT2D KMT2E KPTN KRAS KRIT1 KRT18 KYNU LACC1 LAMA5 LARS1 LAT LBR LCAT LDLR LDLRAP1 LEMD3 LETM1 LHX1 LHX3 LHX4 LIG3 LIG4 LIMK1 LIPA LIPE LMBRD1 LMF1 LMNA LMNB2 LONP1 LPIN2 LPL LRBA LRP5 LRPPRC LRRC56 LRRC8A LSM11 LTBP3 LTBP4 LUZP1 LYRM4 LYST LYZ LZTFL1 LZTR1 MAD2L2 MADD MAFA MAGI2 MAGT1 MAN2B1 MAPK8IP3 MARS1 MC1R MCCC1 MCIDAS MCM10 MCM4 MDM2 MECOM MECP2 MED12 MED25 MEFV MEG3 MEGF8 MEN1 MET METTL27 MFN2 MGMT MICOS13 MICU1 MIF MITF MKKS MKS1 MLH1 MLH3 MLXIPL MMAA MMAB MMACHC MMEL1 MMP21 MMP23B MMUT MNS1 MOGS MPC1 MPI MPIG6B MPL MPV17 MRAS MRE11 MRPL3 MRPL44 MRPS28 MRPS7 MS4A1 MSH2 MSH6 MST1 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TE MT-TF MT-TH MT-TK MT-TL1 MT-TN MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTRR MTTP MTX2 MUC5B MVK MYBPC3 MYC MYCN MYD88 MYH11 MYL2 MYO1E MYO5B MYORG MYPN MYRF NAA10 NAB2 NADK2 NAE1 NAF1 NAGA NAGLU NAGS NBAS NBEAL2 NBN NCF1 NCF2 NCF4 NCKAP1L NDE1 NDUFA1 NDUFA11 NDUFA2 NDUFA6 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB9 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NEK1 NEK10 NEK8 NELFA NEU1 NEUROD1 NEUROG3 NFKB1 NFKB2 NFKBIA NFS1 NGLY1 NHLRC2 NHP2 NKX2-5 NLRC4 NLRP1 NLRP12 NLRP3 NME5 NME8 NOD2 NODAL NOP10 NOTCH1 NOTCH2 NOTCH3 NPC1 NPC2 NPHP1 NPHP3 NPHP4 NPHS1 NPHS2 NPM1 NR1H4 NRAS NSD1 NSD2 NSMCE2 NTHL1 NUBPL NUP107 NUP133 NUP160 NUP205 NUP37 NUP85 NUP93 NUTM1 OAS1 OCLN ODAD1 ODAD2 ODAD3 ODAD4 OFD1 ORAI1 OSTM1 OTC OTUD5 PALB2 PALLD PARN PARS2 PAX2 PAX4 PAX8 PC PCCA PCCB PCK1 PCK2 PCSK1 PCSK9 PDE11A PDGFB PDGFRA PDGFRB PDGFRL PDPN PDX1 PEPD PERCC1 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PFKM PGM1 PHKA2 PHKB PHKG2 PHYH PI4KA PIBF1 PIEZO1 PIGA PIGG PIGL PIGM PIGS PIK3C2A PIK3CA PIK3CD PIK3CG PIK3R1 PKD1 PKD1L1 PKD2 PKHD1 PKLR PLAGL1 PLCE1 PLEC PLEKHM1 PLIN1 PMM2 PMS1 PMS2 PNP PNPLA2 PNPLA6 POLD1 POLG POLG2 POLR3A POMC POT1 POU1F1 POU2AF1 POU6F2 PPARG PPOX PPP1R21 PPP2R3C PRDM16 PRF1 PRIM1 PRKAR1A PRKCD PRKCSH PRKCZ PROP1 PRPS1 PRSS1 PRSS2 PRTN3 PSAP PSMB10 PSMB4 PSMB8 PSMB9 PSMG2 PSTPIP1 PTEN PTF1A PTPN11 PTPN2 PTPN22 PTPN3 PTPRC PTPRO PTRH2 PUF60 PUS7 PYGL RAB23 RAB27A RABL3 RAC2 RAD50 RAD51 RAD51C RAD51D RAF1 RAG1 RAG2 RARB RASA2 RASGRP1 RBCK1 RBM8A RBPJ RECQL4 REL RELA RELN RERE REST RFC2 RFT1 RFWD3 RFX5 RFX6 RFXANK RFXAP RHAG RHBDF2 RHCE RHD RINT1 RIPK1 RIT1 RMND1 RMRP RNASEH2A RNASEH2B RNASEH2C RNF43 RNU4ATAC RNU7-1 RORC RPGR RPGRIP1 RPGRIP1L RPS20 RPSA RRAS RRAS2 RREB1 RRM2B RSPH1 RSPH3 RSPH4A RSPH9 RTEL1 RTL1 RUNX1 SAA1 SAMD9 SAMD9L SAMHD1 SAR1B SASH3 SBDS SC5D SCAPER SCARB2 SCLT1 SCN4A SCNN1A SCNN1B SCNN1G SCO1 SCO2 SCYL1 SDCCAG8 SDHA SDHB SDHC SDHD SEC23B SEC24C SEC63 SEMA4A SEMA4D SEMA7A SERPINA1 SERPINC1 SERPINE1 SETBP1 SETD2 SF3B1 SFTPA2 SFTPC SGSH SH2B3 SH2D1A SHPK SIK3 SKI SKIC2 SKIC3 SLC10A1 SLC11A1 SLC11A2 SLC12A3 SLC16A1 SLC16A2 SLC17A5 SLC20A2 SLC22A5 SLC25A1 SLC25A13 SLC25A15 SLC25A19 SLC25A20 SLC25A4 SLC26A4 SLC26A9 SLC29A3 SLC2A1 SLC2A2 SLC30A10 SLC34A2 SLC35C1 SLC37A4 SLC38A3 SLC39A4 SLC39A7 SLC39A8 SLC40A1 SLC44A1 SLC4A1 SLC51A SLC51B SLC5A5 SLC6A14 SLC7A7 SLC9A3 SLCO1B1 SLCO1B3 SLCO2A1 SLX4 SMAD2 SMAD4 SMARCA4 SMARCAL1 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMPD1 SNX10 SNX14 SOCS1 SON SOS1 SOS2 SOX10 SOX11 SOX4 SP110 SPAG1 SPEF2 SPEN SPI1 SPIB SPINK1 SPOP SPRED2 SPRTN SPTA1 SPTB SPTBN1 SRP54 SRSF2 STAT1 STAT3 STAT4 STAT6 STEAP3 STIM1 STK11 STK36 STN1 STOX1 STRA6 STUB1 STX11 STX1A STXBP2 SUCLG1 SUMF1 SUPT16H SURF1 SYK TALDO1 TARS2 TBC1D8B TBL2 TBX1 TBX19 TBXAS1 TCF3 TCF4 TCIRG1 TCN2 TCTN1 TCTN2 TCTN3 TELO2 TERC TERF2IP TERT TET2 TF TFAM TFE3 TFR2 TG TGFB1 TGFBR2 THPO TIMMDC1 TINF2 TJP2 TKFC TKT TLR4 TLR8 TMEM107 TMEM126B TMEM165 TMEM199 TMEM216 TMEM231 TMEM237 TMEM270 TMEM67 TMEM70 TMEM94 TMPRSS6 TNFRSF11A TNFRSF13B TNFRSF13C TNFRSF1A TNFRSF1B TNFRSF4 TNFRSF9 TNFSF11 TNFSF12 TNFSF15 TNNI3 TNNT2 TNPO3 TOGARAM1 TOM1 TP53 TPI1 TPO TPP2 TRAC TRAF3IP1 TRAF3IP2 TRAPPC11 TREX1 TRHR TRIM28 TRIM32 TRIM37 TRIP13 TRMT5 TRMU TRNT1 TRPC6 TRPV6 TSC1 TSC2 TSFM TSHB TSHR TTC12 TTC21B TTC26 TTC7A TTC8 TUFM TULP3 TWIST1 TWNK TXNDC15 TYMP TYMS UBAC2 UBE2T UBE4B UBR1 UCP2 UFD1 UGT1A1 UMPS UNC13D UNC45A UQCRB UQCRFS1 UQCRH UROD UROS USB1 USP18 USP53 USP9X VCP VHL VIPAS39 VPS11 VPS13A VPS33A VPS33B VPS37D VPS45 VPS4A VPS50 WDPCP WDR1 WDR19 WDR35 WFS1 WNT3 WNT7B WRAP53 WT1 XIAP XK XPNPEP3 XPR1 XRCC2 XRCC4 XYLT1 YARS1 YARS2 YME1L1 YY1 ZAP70 ZEB2 ZFTA ZFYVE19 ZIC3 ZMYND10 ZNF699 ZNFX1 ZPR1 HP_ABNORMALITY_OF_THE_ABDOMINAL_WALL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_ABDOMINAL_WALL AARS1 ABCC8 ABCC9 ABCD4 ACTA2 ACTG2 ADAMTS2 ADAMTSL2 ADNP AEBP1 AGA AGPAT2 ALDH18A1 ALG9 ALKBH8 AMER1 AMH AMHR2 ANTXR1 AP1S2 APC APC2 AR ARID1A ARID1B ARPC4 ARSB ARVCF ARX ATAD1 ATP1A2 ATP6V0A2 ATP6V1A ATP6V1E1 ATP7A ATRX AUTS2 B3GAT3 B3GLCT BAZ1B BCL11B BCL7B BCOR BCR BGN BHLHA9 BMP1 BMPER BRAF BRAT1 BRCA1 BRCA2 BRF1 BRIP1 BSCL2 BUB1 BUD23 C1R C1S CAMSAP1 CANT1 CARS1 CASK CAVIN1 CBL CBS CC2D2A CCBE1 CCDC22 CD96 CDC42 CDCA7 CDH11 CDKL5 CDKN1C CEP120 CHAMP1 CHD3 CHD7 CHRM3 CHRNG CHST14 CHST3 CHUK CLCN4 CLDN19 CLIP2 COL11A1 COL11A2 COL1A1 COL1A2 COL2A1 COL3A1 COL5A1 COL5A2 COLEC10 COLEC11 COMT COX11 CREBBP CRKL CSGALNACT1 CSNK2A1 CTCF CTNNB1 CTNND2 CUL4B CWC27 DACT1 DDX6 DGCR2 DGCR6 DGCR8 DHCR7 DICER1 DIS3L2 DLK1 DLL3 DMXL2 DNAJB4 DNAJC30 DNMT3A DNMT3B DPH1 DPH2 DPP9 DPYSL5 DSE DUOX2 DUOXA2 DVL1 DVL3 DYNC2H1 DYNC2I1 DYNC2I2 DYRK1A EED EFEMP2 EFNB1 EHMT1 EIF4H ELMO2 ELN ELOVL4 EN1 EOGT ERCC2 ERCC3 ERCC4 ESS2 EZH2 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FARSB FAT4 FBLN5 FBN1 FBXW11 FGD1 FGFR1 FGFR2 FIBP FKBP14 FKBP6 FLI1 FLNA FLNB FOCAD FOXE3 FOXF1 FRAS1 FREM1 FREM2 FTO FZD2 G6PC3 GAD1 GALNS GATA4 GATA6 GDF1 GDF11 GJA1 GLB1 GLI3 GLIS3 GLRA1 GLRB GMNN GNAO1 GNB2 GNE GNPAT GNPTAB GNS GP1BB GPC3 GPC4 GPC6 GPHN GRIN1 GRIN2B GRIP1 GRM7 GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GUSB GZF1 H19 H4C3 HDAC4 HELLS HES7 HESX1 HEY2 HIC1 HIRA HIVEP2 HLA-DQA1 HLA-DQB1 HMGA2 HOXD13 HSPG2 HYLS1 HYMAI IDS IDUA IFT122 IFT140 IFT80 IFT81 IGF2 IKBKG INPP5E INSR IPO8 IRF6 IRX5 ISL1 IYD JMJD1C KAT6A KCNA1 KCNH1 KCNJ11 KCNJ8 KCNQ1 KCNQ1OT1 KDM3B KDM5B KIF7 KMT2C KNSTRN KRAS KRT1 LBR LDHD LFNG LHX3 LHX4 LIMK1 LMNA LMOD1 LONP1 LOX LRP2 LRPPRC LTBP1 LTBP4 LZTR1 MAD2L2 MAF MAMLD1 MAN2B1 MANBA MAPK1 MAPRE2 MASP1 MAT2A MBTPS1 MBTPS2 MCOLN1 MDFIC MECP2 MED12 MED13L MED25 MEG3 MEGF8 MEIS2 MESP2 METTL27 MFAP5 MID1 MKS1 MLXIPL MMP14 MMP2 MPLKIP MRAS MSX1 MTFMT MTHFR MTOR MYH11 MYH3 MYLK NAA10 NALCN NAT8L NCF1 NDUFA8 NECTIN1 NEK9 NEU1 NEUROD2 NFIA NFIX NIPBL NKX2-5 NLRP3 NOTCH1 NOTCH2 NOTCH3 NPHP3 NRAS NSD1 NSDHL NUAK2 NXN OCLN OCRL ODC1 OFD1 P3H1 PACS1 PAFAH1B1 PAH PALB2 PAX8 PHGDH PI4KA PIEZO1 PIEZO2 PIGL PIGN PIGP PIGQ PIGS PIGW PIGY PIK3CD PIK3R1 PLAG1 PLAGL1 PLD1 PLOD1 PLOD2 PNKP POGZ POLR2A POLR3GL PORCN POU1F1 PPP1R12A PPP2CA PPP2R1A PPP2R3C PRDM5 PRKG1 PRKG2 PROP1 PRR12 PTCH1 PTDSS1 PTPN11 PUF60 PYCR1 RAB23 RAB3GAP2 RAC1 RAD51 RAD51C RAF1 RASA2 RFC2 RFWD3 RFX7 RIC1 RIN2 RIPK4 RIPPLY2 RIT1 RMRP RNF113A RNF13 RNF2 ROR2 RPGRIP1L RPL10 RPS6KA3 RRAS RRAS2 RREB1 RTL1 SALL1 SATB2 SCN1B SCN2A SEC24C SEC31A SEMA5A SERPINH1 SET SETBP1 SETD2 SF3B4 SGSH SH3PXD2B SHANK3 SHOC2 SHPK SIK1 SIN3A SKI SKIC2 SKIC3 SLC10A7 SLC25A22 SLC25A24 SLC26A2 SLC2A10 SLC32A1 SLC35C1 SLC35D1 SLC37A4 SLC5A5 SLC5A6 SLC6A5 SLX4 SMAD2 SMAD3 SMAD4 SMARCA2 SMARCB1 SMARCC2 SMCHD1 SNIP1 SOS1 SOS2 SOX6 SPECC1L SPRED2 SRCAP STRA6 STS STX1A SUZ12 TARS1 TASP1 TBCK TBL2 TBX1 TBX3 TBXT TENT5A TFE3 TG TGDS TGFB2 TGFB3 TGFBR1 TGFBR2 THRA THSD4 TMCO1 TMEM107 TMEM216 TMEM270 TMEM67 TMEM70 TMEM94 TNRC6B TOR1A TP63 TPO TRAF7 TRIM8 TRIP11 TRPV6 TRRAP TSHB TSHR TTC26 TTC7A TUBB TWIST2 TXNL4A UBA1 UBE2T UFD1 UPB1 USP9X VANGL2 VPS35L VPS37D WASHC5 WDR19 WDR35 WNT3 WNT5A XRCC2 XRCC4 XYLT1 YWHAE ZBTB24 ZBTB7A ZEB1 ZFP57 ZIC3 ZMPSTE24 HP_ABNORMALITY_OF_THE_ACHILLES_TENDON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_ACHILLES_TENDON ABCC9 ABHD12 ACTA1 ADAT3 ALS2 ARL6IP1 BICD2 COL12A1 COL6A1 COL6A2 COL6A3 CRPPA CYP27A1 DMD EMD FHL1 FKRP FKTN GAN GJB1 GNS HGD HINT1 HRAS JAG2 KL KRT1 KY LARGE1 LMNA LMX1B MARS1 MEGF10 MT-TE MYOT NGLY1 NSUN2 OPA1 PLEC POMT1 POU3F4 PRKCG PTRH2 PYROXD1 SCN4A SGCA SGCG SLC12A6 SLC25A4 SLC39A14 SYNE1 SYNE2 TFG TMEM43 TNNT1 TTN UFC1 ZC4H2 HP_ABNORMALITY_OF_THE_ADRENAL_GLANDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_ADRENAL_GLANDS AAAS ABCC6 ABCD1 ADA ADH5 AIP AIRE AKT1 ANTXR2 APC ARMC5 ATP6V1B2 ATRX BAP1 BCAP31 BCOR BMP4 BRAF BSND BTNL2 CACNA1D CACNA1H CACNA1S CBX2 CCDC22 CCND1 CDH23 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CDON CHD7 CHEK2 CILK1 CLCN2 CLCNKA CLCNKB CTNNB1 CUL3 CYP11A1 CYP11B1 CYP11B2 CYP17A1 CYP21A2 DHX37 DLST DMRT3 DNMT3A DPYSL5 ENPP1 EPAS1 ESR1 FH GATA4 GATB GATC GK GLI3 GMPPA GNAS GPR161 HBB HERC2 HESX1 HLA-DRB1 HSD11B2 HSD17B4 HSD3B2 HTR1A HYLS1 IARS2 IDH1 IDH2 IGF2 INSR KANSL1 KCNE3 KCNJ1 KCNJ10 KCNJ11 KCNJ16 KCNJ2 KCNJ5 KCNQ1 KCNQ1OT1 KIF1B KLHL3 LHX4 LIPA LMNA LTBP4 MAGEL2 MAP3K1 MAX MC2R MCM4 MDH2 MDM2 MEN1 MKRN3 MKS1 MRAP MRPS25 MRPS7 MTHFR NDN NDUFAF5 NF1 NF2 NFKB2 NFS1 NKX2-6 NNT NPAP1 NR0B1 NR3C1 NR3C2 NR5A1 NSDHL NUAK2 OCA2 OCRL PCSK1 PDE11A PDE8B PDGFB PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PIK3CA PLXND1 POLE POLR1B POLR1C POLR1D POMC POR PRKACA PRKAR1A PROKR2 PROP1 PTEN PWAR1 PWRN1 QRSL1 RBM28 RET ROBO1 SAA1 SAMD9 SCN4A SCNN1A SCNN1B SCNN1G SDHA SDHAF2 SDHB SDHC SDHD SEMA3E SERPINA6 SGPL1 SIX3 SLC12A1 SLC12A3 SLC25A11 SLC26A3 SMARCB1 SMARCE1 SMO SNORD115-1 SNORD116-1 SNRPN SOX9 SRY STAR STEAP3 SUFU TBC1D24 TBC1D7 TBCK TBX19 TCOF1 TCTN3 TERT TMEM127 TNXB TP53 TRAF7 TRAPPC11 TXNRD2 USP48 USP8 VAMP7 VANGL2 VHL VPS35L WASHC5 WDR11 WNK1 WNK4 WNT3 WNT4 WT1 WWOX YY1 ZFPM2 ZMPSTE24 ZNRF3 HP_ABNORMALITY_OF_THE_ALVEOLAR_RIDGES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_ALVEOLAR_RIDGES ARX ASXL1 ATP6V1B2 BRF1 C1R C1S CD96 CPLANE1 CTSC DHCR24 DHCR7 DIS3L2 DPH5 ELANE EVC EVC2 FAM149B1 FIG4 FTO GJA1 GNPTAB GNS IRF6 KIAA0753 KIF7 LYST NTRK1 OFD1 PDE6D PIGA RBM10 RERE SETBP1 SH3BP2 SH3PXD2B SNRPN TBC1D24 TBX15 TCTN3 TMEM216 TOPORS VAC14 WDR4 ZC4H2 HP_ABNORMALITY_OF_THE_AMNIOTIC_FLUID https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_AMNIOTIC_FLUID ABCB11 ABCB4 ABCC6 ACE ACTA1 ACTG2 ADAMTS3 ADARB1 ADAT3 ADCY6 ADGRG6 ADNP AGRN AGT AGTR1 AKT2 ALB ALDH1A2 ALDH7A1 ALG1 ALG12 ALG14 ALG8 ALG9 ALPL ALX4 AMER1 AMMECR1 ANO1 AQP2 ARVCF ASCC1 ASCL1 ASXL1 ASXL3 ATAD3A ATN1 ATP1A2 ATP6V0A1 ATP6V1B2 ATP6V1E1 ATP8B1 AVPR2 B3GALT6 B3GLCT B9D1 B9D2 BICD2 BIN1 BMPER BNC2 BRAF BRCA1 BRCA2 BRIP1 BSND BUB1 BUB1B BUB3 C1QBP CA2 CALCRL CBL CC2D2A CCDC47 CD96 CDC42BPB CDK13 CDKN1C CEP290 CEP55 CEP57 CERT1 CFL2 CHAT CHD7 CHRM3 CHRNA1 CHRND CHRNG CILK1 CLCN7 CLCNKA CLCNKB CLPB CLTCL1 CNTN1 CNTNAP1 COASY COG5 COL11A2 COL13A1 COL25A1 COL2A1 COMT COQ7 COX14 CPT2 CRB2 CREBBP CSNK2A1 CSPP1 DALRD3 DDX6 DEF6 DHCR7 DHPS DIS3L2 DLK1 DMPK DNM2 DOCK6 DOK7 DONSON DPF2 DPH5 DPM2 DSP DTYMK DYNC2I1 DYNC2I2 DYNC2LI1 DYRK1A DZIP1L EBF3 EBP EFEMP2 EGFR ENPP1 EP300 ERBB3 ERCC4 ERF ERGIC1 ESCO2 EXOSC9 EXT2 EXTL3 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FARSA FARSB FBLN5 FBN1 FGF20 FGFR3 FH FIG4 FKBP14 FLNB FLVCR2 FOXE1 FOXF1 FRA10AC1 FREM2 FUT8 FXR1 GATA1 GATA6 GBA1 GBE1 GFRA1 GLDN GLE1 GLI3 GMPPB GNB2 GNPTAB GP1BB GPC3 GPC4 GREB1L GRIP1 GRM7 H19 HACD1 HADHA HBA1 HBA2 HERC2 HIC1 HIRA HMGA2 HNF1B HOXD13 HRAS HS2ST1 HSD17B4 HSPA9 HSPG2 HYLS1 HYMAI IARS1 IBA57 IFIH1 IGF2 IKZF1 IL6ST INPPL1 INVS IPO8 IRF6 ITGA6 ITGA7 ITGA8 ITGB4 JMJD1C JUP KAT6B KBTBD13 KCNJ1 KCNJ6 KDM3B KIAA0586 KIDINS220 KIF14 KIF21A KIF7 KLHL40 KLHL41 KMT2D KRAS LAMB2 LARS2 LBR LHX1 LIFR LMNA LMOD1 LMOD3 LONP1 LTBP3 LZTR1 MAD2L2 MADD MAFB MAGED2 MAGEL2 MAMLD1 MAP2K2 MAP3K20 MBTPS2 MDFIC MEG3 MKRN3 MKS1 MOGS MSX1 MTHFR MTM1 MTMR14 MTO1 MUSK MYCN MYF6 MYH11 MYH3 MYL1 MYL2 MYL9 MYLK MYO9A MYOD1 MYPN NAA10 NALCN NDUFA6 NDUFB7 NEB NECTIN1 NEK8 NEK9 NPAP1 NPC2 NPHP3 NR1H4 NRAS NRCAM NUP88 ODC1 OSGEP OTUD5 OTX2 PAFAH1B1 PAICS PALB2 PAX2 PBX1 PCGF2 PDX1 PGAP2 PGAP3 PHACTR1 PHGDH PHIP PHOX2B PI4KA PIEZO1 PIGA PIGL PIGN PIGO PIGQ PIGV PIGW PIGY PKHD1 PLAG1 PLAGL1 PLEC PLPBP PLVAP PMM2 PNPO POR PPP1CB PRDM13 PRMT7 PRRX1 PSAT1 PTH1R PUF60 PWAR1 PWRN1 RAD51 RAD51C RAF1 RAPSN RBM10 REN RET RFWD3 RHAG RHCE RHD RIT1 RMND1 RNF2 RNU4ATAC ROBO1 RPGRIP1 RPGRIP1L RPL10 RPL11 RRAS2 RREB1 RSPO2 RTL1 RYR1 SATB1 SCN4A SCN8A SCYL2 SEC24C SEC24D SELENON SEMA3E SETD1A SFXN4 SHOC2 SIN3A SKIC3 SLC12A1 SLC16A2 SLC18A3 SLC25A1 SLC25A12 SLC25A24 SLC25A26 SLC25A46 SLC26A2 SLC26A3 SLC27A4 SLC2A1 SLC35A2 SLC35D1 SLC5A7 SLC6A5 SLC9A3 SLX4 SMG9 SNAP25 SNORD115-1 SNORD116-1 SNRPB SNRPN SOD1 SOS1 SOX17 SOX9 SPINT2 SPOP SPRED2 STRADA SYNE1 SYT2 SZT2 TALDO1 TAPT1 TBC1D24 TBCD TBCK TBX1 TCTN1 TCTN2 TCTN3 TFAM TMCO1 TMEM107 TMEM216 TMEM231 TMEM237 TMEM67 TMEM70 TNNC2 TOR1A TP63 TPI1 TPM2 TPM3 TRAIP TRAPPC12 TRIP11 TRIP13 TRIP4 TRPV6 TSEN2 TSEN54 TTC26 TTC7A TUBA1A TWIST1 TXNDC15 UBE2A UBE2T UFD1 UQCC2 UROD UROS VAC14 VAMP1 VANGL2 VPS33B WDR35 WDR73 WDR81 WNT3 WNT4 WNT9B XRCC2 YWHAE ZBTB42 ZC4H2 ZIC3 ZMPSTE24 ZNF699 HP_ABNORMALITY_OF_THE_ANKLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_ANKLE AARS1 ABCD1 ACTA1 ADGRG1 ADGRV1 ALAD ANGPT2 ANKRD55 ANO10 ANO5 APC2 ATL1 ATP5F1D ATP6AP2 BAZ1B BCL7B BPTF BUD23 C18orf32 C19orf12 CAPN1 CAPN3 CARS1 CCDC88C CD247 CD40LG CHMP1A CLCN5 CLIP2 COL10A1 COL12A1 COL25A1 COL6A1 COL6A2 COL6A3 COL9A1 COL9A2 COL9A3 COMP CYP27A1 CYP27B1 CYP2R1 CYP7B1 DAG1 DDR2 DNAJC30 DNMT3A DPM1 DYM DYRK1A EIF4H ELN ERGIC1 ERLIN2 ESCO2 EXT1 EXT2 FA2H FGF13 FIG4 FKBP10 FKBP6 FLNA FLT4 GABRD GABRG2 GALC GBA2 GDF5 GFM2 GJC2 GLI3 GTF2I GTF2IRD1 GTF2IRD2 HACD1 HCN1 HNRNPH1 HTT IDH1 IL2RA IL2RB ITGA7 KIF1A KIF1C KIF5A KLC2 KLHL9 KPNA3 LGI4 LIFR LIMK1 LMNA MAFB MAN2B1 MAP3K20 MAP3K7 MARS1 METTL27 MFN2 MLXIPL MMP2 MYL2 NCF1 NDUFS8 NEB NFATC2 NIPA1 NOG NONO NSD1 NT5C2 NTRK1 OCA2 ORAI1 PEX16 PI4KA PIEZO1 PIGT PLA2G6 PNPT1 POU3F4 PSAP PSAT1 PSMD12 PTPN2 PTPN22 PYCR2 RAB18 RAB3GAP2 REEP1 RETREG1 RFC2 RPL10 RTN2 RTTN RYR1 SAMD9L SCN1A SCN1B SCN2A SCN9A SCYL2 SELENOI SELENON SETD2 SGCA SLC16A2 SLC1A4 SLC34A3 SLC39A14 SLC52A3 SMG9 SOD1 SPART SPAST SPG11 SPTBN2 SPTBN4 STAT4 STUB1 STX1A STX1B SVIL SYNE1 SYT2 TBL2 TCEAL1 TIMM8A TMEM270 TNNT1 TOR1AIP1 TPM2 TPM3 UBA1 UBE3A UCHL1 VAC14 VARS1 VCP VDR VPS37D WNK1 ZFYVE27 ZMPSTE24 HP_ABNORMALITY_OF_THE_ANTERIOR_COMMISSURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_ANTERIOR_COMMISSURE CEP85L DCC MACF1 RERE TUBB3 ZEB2 HP_ABNORMALITY_OF_THE_ANTERIOR_FONTANELLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_ANTERIOR_FONTANELLE ADAMTS2 ALG9 AMER1 ANKRD11 ANTXR1 ARX ASPA ATP6V0A2 ATP6V1A ATP6V1E1 ATP7A ATR B3GLCT BANF1 CBFB CCDC22 CDC45 CDH11 CHUK COG4 COL11A1 COL11A2 COL1A1 COL1A2 COX5A CREBBP CRTAP CTSK DCHS1 DDR2 DDX3X DICER1 DLK1 DPYSL5 DSE DVL1 EBP EFEMP2 EP300 ETFA ETFB ETFDH FAM111A FAT4 FBLN5 FGFR2 FGFR3 FLNA GH1 GLI3 GLIS3 GNPTAB GRB10 H19 HDAC4 HRAS HYMAI IFT140 IGF2 INTU KIF7 KLF1 LIG4 LRP2 LTBP1 MASP1 MED12 MEG3 MID1 MMP2 MPDU1 MTOR MYCN NAA10 NCAPG2 NDUFAF3 NEPRO NFASC NLRP3 NSMCE3 NSUN2 ORC1 P3H1 PCGF2 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PIEZO2 PIGQ PLAGL1 POLR3A POR PPP2R5D RECQL4 RNU12 RNU4ATAC ROR2 RPS6KA3 RTL1 RUNX2 SEC23A SETBP1 SH3PXD2B SIX2 SKI SLC25A19 SLC25A24 SMC3 SMG9 SOX9 TALDO1 TBCE TSHB TWIST1 UBR1 VARS1 VPS35L WNT5A WT1 ZIC1 ZMPSTE24 HP_ABNORMALITY_OF_THE_ANUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_ANUS ABL1 ACADVL ADAM17 AMER1 AR ARVCF ATN1 ATP2A2 B3GLCT BCOR BRCA1 BRCA2 BRIP1 C2CD3 CACNA1C CAPN15 CASZ1 CCDC22 CCNQ CD19 CD3G CD81 CD96 CDC45 CDH1 CDH11 CDK8 CDON CEP120 CHD4 CHD7 CHRM3 COL7A1 COMT COX7B CR2 CTNND1 CYBC1 DACT1 DCHS1 DDB1 DDX3X DDX6 DEF6 DISP1 DKC1 DLL1 DOCK8 DPYS DPYSL5 DVL3 DYNC2H1 DYNC2I1 DYNC2I2 EGFR EHMT1 ELANE ELF4 EMC1 EPCAM ERCC4 ESCO2 EXTL3 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAT4 FERMT1 FGF8 FGFR2 FKRP FKTN FLI1 FOXC1 FOXF1 FOXH1 FRAS1 FREM1 FREM2 FUZ G6PC3 GABRD GAS1 GATA1 GDF3 GDF6 GLI2 GLI3 GP1BB GPC3 GPC4 GRIP1 HCCS HES7 HIRA HOXD13 HSPA9 HSPG2 ICOS IFT80 IKZF3 IL10RA IL10RB INTU IRF2BP2 ISL1 JMJD1C KAT6B KCNAB2 KDM6A KIF7 KMT2C KMT2D KYNU LARGE1 LIG4 LONP1 LRPPRC LUZP1 MAD2L2 MAMLD1 MED12 MEOX1 MID1 MKKS MKS1 MMP1 MMP23B MNX1 MS4A1 MYCN NAA10 NBN NCF4 NDUFB11 NFIX NFKB1 NFKB2 NODAL NSUN2 NXN PALB2 PDPN PERCC1 PGAP2 PGAP3 PIGL PIGN PIGO PIGV PIGW PIGY PITX2 PKP1 POMT1 POMT2 POR PORCN PPP2R3C PQBP1 PRDM16 PRKCD PRKCZ PTCH1 PTDSS1 RAD51 RAD51C RECQL4 RERE RFWD3 RFX6 RIPK1 RIPK4 RMRP RNU12 ROBO1 ROR2 RRAS2 RREB1 RSPO2 SALL1 SALL4 SEC24C SETBP1 SHH SIN3A SIX3 SKI SLC25A24 SLX4 SMO SNRPB SPEN SPINT2 STIL SUZ12 SYK TBC1D23 TBX1 TBX3 TBXT TCTN3 TDGF1 TGFB1 TGIF1 THOC6 TNFRSF13B TNFRSF13C TNFSF12 TNRC6B TP63 TWIST1 TWIST2 UBE2T UBE4B UBR1 UFD1 UPB1 USP9X VANGL1 VPS35L WASHC5 WDR35 WNT3 WNT7A XRCC2 ZIC2 ZIC3 HP_ABNORMALITY_OF_THE_AUDITORY_CANAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_AUDITORY_CANAL ADAM17 ANAPC7 ATP6V1B2 B3GLCT BRD4 CDC45 CDC6 CDT1 CHN1 CHRNG COG1 COL2A1 COL7A1 CPLX1 CTBP1 DCHS1 DDR2 EDN1 EDNRA EFTUD2 EGFR ERBB3 EYA1 FAT4 FGFR2 FGFRL1 FKRP FKTN FRAS1 FREM2 GLI3 GMNN GNAI3 GPRASP2 GRIP1 GSC HDAC8 HMX1 HOXA2 IPO8 KIF15 KMT2D LARGE1 LETM1 MAF MAFB MED12 MRTFA NIPBL NOTCH3 NSD2 ORC1 ORC4 ORC6 PAX1 PLCB4 POMT1 POMT2 POR PORCN RAD21 RPL11 RPL26 RPS26 RPS28 SALL4 SF3B2 SF3B4 SIX1 SIX5 SLC12A2 SMC1A SMC3 SMCHD1 SNRPB SOST SP7 STAG2 TBC1D24 TBX15 TCOF1 TP63 TSHZ1 TSR2 TWIST2 VPS37A HP_ABNORMALITY_OF_THE_AUTONOMIC_NERVOUS_SYSTEM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_AUTONOMIC_NERVOUS_SYSTEM AAAS ABCD1 ACOX1 ACTG2 ADH1C AHI1 AKAP9 ANK2 APC2 ARL13B ARL3 ARL6 ARMC9 ARSA ARVCF ARX ASCL1 ATL1 ATL3 ATP1A2 ATP1A3 ATP7A ATRX ATXN2 ATXN3 ATXN8OS B2M B9D1 B9D2 BBS1 BCOR BDNF BRAT1 BRCA1 BRCA2 BRIP1 CACNA1A CACNA1C CALM1 CALM2 CALM3 CAV1 CAV3 CBY1 CC2D2A CCDC28B CCT5 CDON CEP104 CEP120 CEP290 CEP41 CHCHD2 CHRNA3 CISD2 COL1A1 COL25A1 COL5A1 COL5A2 COMT COQ2 CPLANE1 CSPP1 CYB561 CYP11B2 DBH DDX3X DDX59 DEPDC5 DHCR7 DISP1 DLL1 DNAJC13 DNAJC6 ECE1 EDN3 EDNRB EIF4G1 ELP1 ERBB2 ERBB3 ERCC4 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FBXO7 FGF8 FGFR1 FMR1 FOXF1 FOXH1 GABBR2 GAS1 GATA1 GBA1 GBE1 GCK GDNF GFAP GIGYF2 GLA GLI2 GLUD2 GMPPA GNB2 GP1BB GSN HEXB HIRA HTRA2 HYLS1 IFT74 IL12A IL12RB1 IL6ST INPP5E IRF5 JMJD1C KATNIP KCNE1 KCNE2 KCNH2 KCNJ5 KCNQ1 KIAA0586 KIAA0753 KIF1B KIFBP KIT KITLG KRAS L1CAM LBX1 LEP LEPR LGI1 LIFR LMNB1 LRRK2 MAD2L2 MAPT MBTPS2 MECP2 MITF MKKS MKS1 MMEL1 MT-TT MYO1H NAA10 NODAL NOS1AP NPHP1 NR4A2 NRTN NSD1 NTRK1 OFD1 PALB2 PARK7 PAX3 PDE6D PGAP2 PGAP3 PHOX2B PIBF1 PIGL PIGN PIGO PIGV PIGW PIGY PINK1 PLA2G6 PLCH1 PODXL POLR3A POU2AF1 PPOX PRKN PRNP PSAP PTCH1 RAD21 RAD51 RAD51C RELN RET RFC1 RFWD3 RMRP RPGRIP1L RREB1 SALL4 SCN10A SCN11A SCN3A SCN4B SCN5A SCN9A SEC24C SEMA3C SEMA3D SETBP1 SETD2 SF3B4 SH2B1 SHH SIM1 SIX3 SLC18A2 SLC1A3 SLC6A2 SLC6A8 SLX4 SMC1A SMO SNAI2 SNCA SNCAIP SNTA1 SOX10 SPG11 SPIB SPTLC1 SPTLC2 SREBF1 STAG2 STIL SUFU SYNE1 SYNJ1 TBP TBX1 TBX5 TCF4 TCTN1 TCTN2 TCTN3 TDGF1 TGIF1 TMEM138 TMEM216 TMEM218 TMEM231 TMEM237 TMEM67 TNFSF15 TNPO3 TOGARAM1 TRDN TSPYL1 TTR TUBA1A TUBB3 TWNK TXN2 TYR UBE2T UCHL1 UFD1 VPS11 VPS13A VPS13C VPS35 WDR45 WFS1 XRCC2 ZEB2 ZFHX4 ZIC2 ZNF423 HP_ABNORMALITY_OF_THE_AXILLARY_HAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_AXILLARY_HAIR ADAMTS3 APCDD1 APOE AR AXIN2 AXL CCBE1 CCDC141 CDSN COL17A1 CYB5A CYP17A1 DHX37 DMRT3 DSC3 DUSP6 EPS8L3 FAT4 FEZF1 FGF17 FSHB GATA4 GJB2 GJB6 GNRH1 GNRHR HLA-DRA HR ITGB4 KCTD1 KRT74 LHB LIPH LPAR6 LSS MAP3K1 NR0B1 NR5A1 ORC6 PPP2R3C PSMB8 RPL21 SEMA3E SNRPE SOX9 SPRY4 SRA1 SRY TBX3 TP63 VAMP7 WDR11 WT1 WWOX ZBTB20 ZFPM2 HP_ABNORMALITY_OF_THE_BILIARY_SYSTEM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_BILIARY_SYSTEM ABCB11 ABCB4 ABCC2 ABCD1 ABCD3 ABCG8 ACADVL ACVRL1 ADAMTS13 ADAR ADK AGR2 AIRE AKR1D1 ALAS2 ALDOA ALDOB ALG6 ALG8 AMACR ANK1 ANKS6 AP1B1 AP1S1 APC2 APOA1 ARG1 ARL13B ARL6 ARSA ARVCF ASAH1 ASXL1 ATP11C ATP6AP1 ATP6AP2 ATP7A ATP7B ATP8B1 B2M B3GLCT B9D2 BAAT BAZ1B BBS1 BCAP31 BCL7B BCS1L BLVRA BMP6 BRCA1 BRCA2 BUD23 CA5A CALR CASK CASR CC2D2A CCDC115 CCDC28B CCDC47 CD40LG CDAN1 CDIN1 CDKN1B CDKN2A CEP290 CEP83 CFTR CIITA CLDN1 CLIP2 CNOT1 COG6 COG7 COMT COX4I2 CPA1 CPLX1 CPOX CTBP1 CTCF CTRC CYP27A1 CYP7A1 CYP7B1 DCDC2 DEF6 DGUOK DHCR7 DHFR DMPK DNAJC30 DNASE2 DPAGT1 DUOX2 DUOXA2 DZIP1L EARS2 EIF2AK3 EIF4H ELN ENG EPB41 EPB42 EPCAM ERCC4 ESCO2 ETFA ETFB ETFDH F5 FADD FARSB FCGR2A FCGR3B FECH FGA FGFRL1 FH FKBP6 FLI1 FOCAD FOXF1 FUCA1 G6PD GALE GALK1 GALM GALT GATA6 GBA1 GCGR GCLC GDF2 GFM1 GH1 GLIS3 GLRX5 GNAS GNB2 GNE GP1BB GPI GPR35 GTF2I GTF2IRD1 GTF2IRD2 GYPC HADHA HADHB HBB HBG2 HESX1 HFE HIRA HK1 HMGCL HNF1B HOXD13 HSD17B4 HSD3B7 HTRA2 HYOU1 IARS1 IER3IP1 IFIH1 IFT122 IFT140 IFT172 IGHG2 IGKC IL12A IL12RB1 IL18BP IL21R IL2RG IL36RN INPP5E INSR INTU IRF5 ITCH IYD JAG1 JAK2 JMJD1C KCNN4 KDM5C KIF12 KIF23 KIF3B KMT2D KMT2E KRAS KRT18 KYNU LBR LETM1 LHX3 LHX4 LIMK1 LIPA LMBRD1 LMNA LONP1 LPL LSM11 LYST LYZ MARS1 MECP2 MED12 MED25 METTL27 MICOS13 MKS1 MLXIPL MMACHC MMEL1 MPV17 MST1 MYO5B NAA10 NBAS NCF1 NEK8 NELFA NEUROG3 NKX2-5 NOTCH2 NPC1 NPC2 NPHP3 NR1H4 NSD1 NSD2 OCLN PALB2 PALLD PARS2 PAX8 PCSK1 PEPD PERCC1 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PFKM PGM1 PHKA2 PHKG2 PI4KA PIEZO1 PIGA PIGG PKD2 PKHD1 PKLR PNPLA2 POLG POLG2 POMC POU1F1 POU2AF1 PRF1 PRKAR1A PROP1 PRPS1 PRSS1 PRSS2 PSAP PTPN3 PYGL RAB27A RABL3 RBCK1 REL RFC2 RFX5 RFX6 RFXANK RFXAP RHAG RHCE RHD RINT1 RNASEH2A RNASEH2B RNASEH2C RNF43 RNU4ATAC RNU7-1 RPGRIP1L RREB1 SAA1 SAMHD1 SC5D SCARB2 SCNN1A SCNN1B SCNN1G SEC23B SEC24C SEMA4D SERPINA1 SETD2 SHPK SKIC3 SLC10A1 SLC16A2 SLC25A13 SLC26A4 SLC2A1 SLC2A2 SLC30A10 SLC37A4 SLC44A1 SLC4A1 SLC51A SLC51B SLC5A5 SLCO1B1 SLCO1B3 SMAD4 SMPD1 SON SP110 SPIB SPINK1 SPOP SPTA1 SPTB SPTBN1 STK11 STX11 STX1A STXBP2 SUPT16H TBL2 TBX1 TBX19 TCF4 TCTN3 TFAM TFE3 TG TGFB1 TJP2 TMEM216 TMEM270 TMEM67 TMPRSS6 TNFSF15 TNPO3 TP53 TPI1 TPO TRAF3IP1 TREX1 TRHR TRMU TSHB TSHR TTC26 TTC7A TULP3 UBR1 UFD1 UGT1A1 UNC13D UNC45A UQCRFS1 UROS USP53 USP9X VIPAS39 VPS33B VPS37D VPS4A VPS50 WDR19 WDR35 YARS1 ZFYVE19 ZIC3 ZNF699 HP_ABNORMALITY_OF_THE_BLADDER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_BLADDER ABCD1 ACER3 ACTG2 ADH1C ADNP AFF4 AGXT AIP AKT1 ALDH18A1 ALG9 ALMS1 ALS2 AMFR ANKLE2 AP5Z1 APC2 APRT AQP2 ARNT2 ARSA ARVCF ARX ASPM ASXL1 ATL1 ATP13A2 ATP1A3 ATP7A ATRX ATXN1 ATXN10 ATXN2 ATXN3 ATXN8OS AUH AVPR2 B4GALNT1 BAP1 BAZ1B BCL7B BICC1 BIN1 BMP1 BNC2 BPTF BRD4 BUD23 CABP4 CACNA1G CACNA1H CACNA1S CAMK2B CAPN1 CARMIL2 CC2D2A CCBE1 CCL2 CCND1 CCNQ CDC45 CDH11 CDK5RAP2 CDK6 CDKN1C CENPE CENPJ CEP135 CEP152 CEP63 CEP85L CFAP43 CHCHD10 CHD4 CHD7 CHMP2B CHRM3 CHRNA2 CHRNA3 CHRNA4 CHRNB2 CHST14 CISD2 CIT CLCN6 CLCNKB CLIP2 CLN3 COG5 COG7 COL18A1 COL1A1 COL1A2 COL3A1 COL5A1 COL5A2 COL7A1 COMT COPB1 COPB2 COQ2 CPT1C CREBBP CRH CYP7B1 DACT1 DARS2 DBH DCDC2 DDHD2 DDX6 DEPDC5 DKK1 DLG3 DMPK DNAJC13 DNAJC30 DNM2 DNMT1 DNMT3A DPH1 DPH2 DPH5 DSE DSTYK DVL3 DYSF EBF3 EFEMP2 EHMT1 EIF2AK1 EIF2AK2 EIF4G1 EIF4H ELN ELOVL1 EN1 EP300 EPHB4 ERCC6 ERCC8 ERLIN2 EXT1 EXT2 EYA1 FA2H FAM20A FANCF FANCI FAR1 FARS2 FBLN5 FBXO7 FGF10 FGFR2 FGFR3 FITM2 FKBP14 FKBP6 FLNA FLVCR1 FMR1 FOXF1 FOXP1 FOXP2 FREM2 FRMD5 FUS FUZ FXN G6PC3 GAA GABRA1 GABRA3 GABRB3 GABRG2 GALC GALNT2 GATA3 GBA1 GBA2 GBE1 GFAP GGT1 GIGYF2 GJA1 GJC2 GLUD2 GNB1 GNB2 GP1BB GPR101 GREB1L GRIP1 GTF2I GTF2IRD1 GTF2IRD2 H4C9 HAAO HACE1 HDAC8 HES7 HEXB HIRA HLA-B HLA-DQB1 HLA-DRB1 HMBS HNRNPA1 HNRNPA2B1 HNRNPK HNRNPU HOGA1 HOXA13 HPDL HPRT1 HPSE2 HS6ST2 HSPA9 HSPD1 HTRA1 IFT57 IGF2 IGHMBP2 IKZF1 ISL1 ITGA6 ITGB4 JAG1 JMJD1C JRK KANSL1 KAT5 KCNC3 KCND3 KCNJ10 KCNJ18 KCNQ1 KCNQ1OT1 KCNT1 KIF14 KIF1A KIF5A KIFBP KMT2B KMT2C KNL1 KPNA3 KRAS KY LAMA3 LAMB3 LAMC2 LIG3 LIMK1 LMNB1 LMOD1 LRIG2 LRRK2 LTBP1 LTBP4 MACF1 MAP3K7 MAPKAPK5 MAPKBP1 MAPT MARS2 MBTPS2 MCM7 MCPH1 MED12 MED27 METTL27 METTL5 MFSD2A MID1 MKKS MKS1 MLXIPL MMP1 MNX1 MORC2 MPZ MT-TT MTFMT MTMR14 MYCN MYF6 MYH11 MYL9 MYLK MYO1H MYOCD MYRF NAB2 NBN NCAPD3 NCAPG2 NCF1 NDUFB8 NEFL NEXMIF NF2 NFIA NGF NIPA1 NIPBL NKX2-1 NOTCH2NLC NOTCH3 NPHP3 NR4A2 NRIP1 NSD1 NUP37 OTUD5 PAH PAK2 PANK2 PAX2 PAX6 PBX1 PDCD1 PDGFB PDGFRB PEX11B PEX3 PHC1 PI4KA PIGA PIGN PIGO PIGQ PIK3CA PIK3R5 PINK1 PLA2G6 PLEC PLOD1 PLP1 PLXNA1 PMP22 PNPT1 POLG POLG2 POLR3A POLRMT POR POT1 PPOX PPP3CA PRDM8 PRKAR1B PRMT7 PRNP PSAP PSMD12 PUF60 PYCR2 RAC2 RAD21 RALGAPA1 RARB RASA1 RBCK1 RBM8A RECQL4 REEP1 REEP2 RERE RETREG1 RFC2 RNF125 RNF168 RNF170 ROBO1 ROBO2 RPL11 RREB1 RRM2B RSRC1 RTN2 RYR1 SACS SALL1 SALL4 SARS1 SASS6 SBF1 SCN9A SDHA SDHAF1 SDHB SDHD SEC24C SEMA3E SETD2 SETX SF3B2 SH2B1 SHANK3 SIGMAR1 SIX1 SIX5 SLC12A3 SLC1A4 SLC20A2 SLC25A13 SLC25A4 SLC2A1 SLC35A2 SLC44A1 SLC5A2 SLC9A6 SMAD3 SMARCA2 SMARCB1 SMARCE1 SMC1A SMC3 SMO SNCA SNCAIP SOX17 SP110 SPART SPAST SPG11 SPG7 SPOP SPTLC1 SQSTM1 STAMBP STAT1 STAT6 STIL STK11 STRA6 STUB1 STX1A SUFU SYNE1 TAF13 TBCD TBCK TBL2 TBP TBX1 TBXT TERT TGFB1 TIMM50 TMEM270 TNXB TOM1 TP63 TPP1 TRAF7 TRAPPC10 TRAPPC12 TRAPPC14 TRIO TRPS1 TRPV4 TRRAP TTR TWNK TYROBP UBAP1 UBE2A UFC1 UFD1 UNC45A UPB1 VANGL1 VANGL2 VCP VPS11 VPS35 VPS37D WARS1 WASHC5 WDR62 WFS1 WNT4 WNT7B WWOX ZC4H2 ZEB2 ZFYVE26 ZMIZ1 ZMYM2 HP_ABNORMALITY_OF_THE_BREAST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_BREAST AAGAB AARS1 ABCD4 ACD ACOX1 ACTB ADNP AFF4 AIP AKT1 AKT2 ALG11 ALG12 ALG14 ALG2 ALG3 ALG8 ALG9 ALMS1 AMER1 AMMECR1 ANOS1 ANTXR1 APC AR ARCN1 ARHGAP31 ARHGEF2 ASH1L ASXL1 ASXL3 ATM ATN1 ATR AXIN2 AXL B3GLCT B4GALT1 BAP1 BARD1 BICRA BLM BMP15 BMP6 BMPR1A BNC1 BRAF BRCA1 BRCA2 BRD4 BRIP1 C18orf32 CACNA1C CARS1 CASP10 CASP8 CBL CCDC141 CCDC22 CCDC47 CDC45 CDC6 CDH1 CDH11 CDH2 CDH23 CDK13 CDK4 CDKN1A CDKN1B CDKN2A CDKN2B CDKN2C CDT1 CERT1 CHAMP1 CHD7 CHEK2 CHRNG CHST3 CILK1 CKAP2L COG1 COG7 COL14A1 COLEC10 COLEC11 COQ8A COX7B CPE CPLX1 CPT2 CSPP1 CTBP1 CTNNB1 CUL4B CYB5A CYP11A1 CYP11B1 CYP17A1 CYP19A1 CYP21A2 DCC DDX6 DEF6 DES DHCR7 DHODH DHX37 DLK1 DMRT3 DPAGT1 DPM1 DPYSL5 DUSP6 DYRK1A EBF3 EDA EDARADD EED EFNB1 ERBB2 ERCC2 ERCC3 ERCC6 ERMARD ESR1 EXOC2 EZH2 FAS FASLG FAT4 FEZF1 FGF17 FGF8 FGFR1 FGFR2 FIG4 FLRT3 FMR1 FOXA2 FOXL2 FRAS1 FREM2 FSHB FSHR GATA4 GDF11 GLI2 GMNN GNAS GNB2 GNE GNPTAB GNRH1 GNRHR GPC3 GPC4 GPR101 GRIP1 GTF2E2 GTF2H5 H3-3A H4C9 HDAC4 HDAC8 HESX1 HFE HMMR HNRNPK HPGD HS2ST1 HS6ST1 HSD17B3 HSD3B2 IBA57 IDH1 IDH2 IGF1R IKBKG IL17RD INSR INTU IRF4 ITGA3 JARID2 KANSL1 KAT6A KATNB1 KCTD1 KDM1A KDM5B KDM6A KDM6B KIAA0586 KIF15 KIFBP KISS1 KISS1R KLLN KMT2B KMT2D KNSTRN KRAS KRT10 LAMA5 LAS1L LBR LEP LEPR LETM1 LHB LHX4 LMNA LZTR1 MAB21L1 MADD MAF MAN1B1 MAP2K1 MAP3K1 MAPRE2 MASP1 MBD4 MC1R MDH2 MDM2 MECP2 MEFV MEG3 MEGF8 MEN1 MGAT2 MGMT MITF MLH1 MPLKIP MRAS MRE11 MRPS22 MSH2 MSH4 MSH6 NBN NDNF NECTIN1 NELFA NF1 NFIX NHLH2 NIN NIPBL NONO NQO2 NR0B1 NR5A1 NRAS NSD2 NSMF NTHL1 NUP107 NUP188 OPCML ORC1 ORC4 ORC6 OTX2 PACS1 PALB2 PALLD PDE11A PEX2 PEX3 PGAP2 PGAP3 PHB1 PHF6 PIGG PIGL PIGN PIGO PIGT PIGV PIGW PIGY PIK3CA PIK3CD PLXND1 PMM2 PNPLA6 POC1A POLD1 POLE POLR3A POLR3H PORCN POT1 POU1F1 PPM1D PPP1CB PPP2R5D PRKAR1A PRKCD PRKN PRLR PROK2 PROKR2 PROP1 PSAT1 PSMB8 PSMC3IP PTEN PTPN11 PTPRF RAB18 RAB3GAP2 RABL3 RAD21 RAD50 RAD51 RAD51C RAD51D RAD54L RAF1 RASA2 RASGRP1 RB1CC1 RBM28 RELA RERE REV3L RFT1 RIPK4 RIT1 RNF113A RNF216 RNF43 RPS20 RRAS RRAS2 RSPO1 RSPO2 RTL1 SCN4A SDHB SDHC SDHD SEC23B SEMA3A SEMA3E SEMA4A SET SETBP1 SH3PXD2B SLC22A18 SLC25A24 SLC25A46 SLC29A3 SLC35A2 SLC6A17 SLCO2A1 SMAD4 SMARCA2 SMC1A SMC3 SMC5 SMCHD1 SMPD4 SMS SOS1 SOS2 SOX10 SOX3 SOX6 SOX9 SPIDR SPRED2 SPRY4 SPTBN1 SRA1 SRD5A3 SRY STAG1 STK11 STT3A TAC3 TACR3 TARS1 TBL1XR1 TBX3 TCF20 TCF4 TERF2IP TERT TFAP2A TFAP2B TIMM50 TMCO1 TMEM53 TMEM94 TNRC6B TOGARAM1 TP53 TP63 TRAF7 TRRAP TTC5 TUBB TWIST1 TWIST2 UBA2 UBE2A UBR1 USF3 USP9X VAC14 VAMP7 VPS35L WAC WASF1 WASHC5 WDR11 WDR19 WDR37 WLS WNT3 WNT7A WRN WT1 WWOX XRCC3 YY1 ZBTB20 ZC4H2 ZEB2 ZFPM2 ZFTA ZMYND11 ZNF148 ZSWIM7 HP_ABNORMALITY_OF_THE_CALCANEUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_CALCANEUS ADAMTSL1 AEBP1 ATP6AP2 CCDC8 COL1A2 COL2A1 DLK1 DYM ECEL1 EZH2 FBN1 FLNA FLNB GFM2 GJB2 GJB6 HADHA HADHB HDAC6 HOXD10 KANSL1 LBR MEG3 MET NALCN OBSL1 PHGDH RAB33B RSPRY1 RTL1 SATB2 SYT1 TNNI2 TPM2 ZEB2 HP_ABNORMALITY_OF_THE_CALF https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_CALF ACAN ACP5 ACTA1 ACTB ADGRV1 ADNP AFF3 AFF4 AIFM1 ALG12 ALPL AMER1 ANAPC1 ARCN1 ARSB ARSK ATP7A ATR ATRX B3GALT6 B3GAT3 BAZ1B BCL7B BCOR BGN BHLHA9 BMP1 BMPR1B BPNT2 BRAF BRF1 BUD23 CAMK2A CANT1 CBFB CBS CCDC47 CCN6 CDC45 CENPT CEP120 CFL2 CHD7 CHEK2 CHST3 CILK1 CLCN5 CLCN7 CLIP2 CLTCL1 COG4 COG5 COL10A1 COL11A1 COL11A2 COL1A1 COL1A2 COL2A1 COL9A1 COL9A2 COL9A3 COMP CPLANE1 CRTAP CSGALNACT1 CTC1 CTNS CYP19A1 CYP27A1 CYP27B1 CYP2R1 CYP3A4 DDR2 DDRGK1 DDX6 DLK1 DMP1 DNAJC30 DONSON DYM DYNC2H1 DYNC2I1 DYNC2LI1 EFL1 EHHADH EIF2AK3 EIF4A3 EIF4H ELN EN1 ENPP1 EVC EVC2 EXT1 EXT2 FBN1 FGF23 FGFR2 FGFR3 FIBP FKBP6 FLNA FLNB FN1 FZD2 GABRA1 GABRD GABRG2 GALNS GAN GDF5 GLB1 GLI1 GLI3 GNPTG GORAB GPC6 GPX4 GTF2I GTF2IRD1 GTF2IRD2 GUSB H3-3B HBB HCN1 HEATR3 HERC2 HPGD HS2ST1 HS6ST1 HSPG2 HYLS1 IARS2 IDH1 IDUA IFIH1 IFT122 IFT172 IFT57 IHH IL6ST INPPL1 INTU IPO8 KAT6A KDELR2 KIF22 KIF7 KLHL41 KRAS LAMA5 LBR LIFR LIMK1 LMBR1 LMOD3 LMX1B LONP1 LRP5 LTBP1 MAGEL2 MAN2B1 MAP2K1 MAP2K2 MAPK8IP3 MATN3 MBTPS2 MCTP2 MEG3 MEGF8 MET METTL27 MKRN3 MLXIPL MMP13 MMP9 MPZ MTAP MTX2 NANS NCF1 NDUFAF6 NEB NEK1 NEK8 NEK9 NEPRO NF1 NKX3-2 NOTCH2 NPAP1 NSD1 OCRL ORC1 ORC6 P3H1 P4HTM PAPPA2 PAPSS2 PCDH19 PCNT PCYT1A PDGFRB PEPD PHEX PITX1 PLOD2 PMP22 POLR1A POLR3A POLRMT POR PRKACA PRKACB PRKG2 PRR12 PTH1R PUS3 PWAR1 PWRN1 RAB23 RAB33B RAD21 RB1 RBM8A RECQL4 RFC2 RMRP RNU4ATAC RPGRIP1L RPL13 RSPRY1 RTL1 RUNX2 SATB2 SCARF2 SCN1A SCN1B SCN2A SCN9A SEMA3E SERPINH1 SETBP1 SF3B2 SF3B4 SFRP4 SGMS2 SHH SHOX SKI SLC10A7 SLC26A2 SLC29A3 SLC31A1 SLC34A1 SLC34A3 SLC35A2 SLC35D1 SLCO2A1 SMOC1 SNORD115-1 SNORD116-1 SOX9 SP7 SPART SPTBN1 STX1A STX1B TAPT1 TBC1D7 TBL2 TBX15 TBXAS1 TCTN3 TENT5A TFE3 TGDS TGFB1 TMEM270 TMEM38B TNFRSF11A TNFRSF11B TNFSF11 TONSL TP53 TPM2 TRAPPC2 TRIP11 TRPS1 TRPV4 TRPV6 TUBB3 UFSP2 UGP2 VDR VPS13B VPS37D WDR62 WNT7A XYLT1 ZBTB20 ZEB2 ZNF699 ZPR1 ZSWIM6 HP_ABNORMALITY_OF_THE_CALF_MUSCULATURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_CALF_MUSCULATURE AAAS ANO5 AR BIN1 CAPN3 CAV3 CHCHD10 CIDEC CRPPA DAG1 DES DHX16 DMD DNM2 DPM3 DYSF FBN2 FHL1 FKRP FKTN FLNC FRG1 GMPPA GMPPB HINT1 KCNA1 KLHL9 LAMA2 LARGE1 LIMS2 LMNA LTBP4 MAP3K20 MATR3 MICU1 MTMR14 MYF6 MYH7 NEB PLEC PLIN1 PMP22 PNPLA2 POMGNT1 POMGNT2 POMK POMT1 POMT2 POPDC3 PPARG REEP1 RYR1 SACS SGCA SGCB SGCD SGCG SLC25A1 SMN1 SPG11 TCAP TRAPPC11 TRIM32 TRPV4 TTN UNC45B VAPB VPS13A WASHC5 HP_ABNORMALITY_OF_THE_CAPITATE_BONE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_CAPITATE_BONE ATP7A BPNT2 DYNC2LI1 EVC EVC2 FGFR3 FLNA FLNB GLI1 PRKACA PRKACB SMOC1 HP_ABNORMALITY_OF_THE_CERVICAL_SPINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_CERVICAL_SPINE ABCC9 ACAN ACTA1 ACTB ACTG1 ADA2 ADAT3 AEBP1 AFF3 AIFM1 ALDOA ALG8 ALG9 AMMECR1 ANKRD11 ANKRD55 ANTXR2 AP5Z1 APC ARL6 ARSL ARVCF ATP6V1B2 ATRX B3GALT6 B3GAT3 B3GLCT BAP1 BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BGN BMPER BPTF BRAF BRD4 BRF1 BUB1B C2CD3 CANT1 CBL CCDC22 CCDC8 CCN6 CD247 CD96 CDH11 CDK5 CEP19 CEP290 CEP55 CFAP418 CFL2 CHN1 CHRNA1 CHRND CHRNG CHST14 CHST3 CLDN11 CLP1 COG1 COG5 COG7 COL11A1 COL11A2 COL12A1 COL2A1 COL6A1 COL6A2 COL6A3 COMP COMT CREBBP CRLF1 CSGALNACT1 CTDP1 CTNND2 CUL4B CUL7 DCC DDR2 DDRGK1 DDX3X DHCR7 DHX37 DLK1 DLL3 DOK7 DONSON DPYD DPYSL5 DSE DVL1 DVL3 DYM DYRK1A EBP ECEL1 EFNB1 EMD EP300 ERCC1 ERCC2 ERCC5 ERCC6 ERMARD ESCO2 EXOC6B EXOSC9 EXTL3 FAM20C FANCB FANCI FANCL FBN2 FGD1 FGFR1 FGFR2 FGFR3 FHL1 FKRP FLI1 FLNA FLNB FN1 FOXA2 FREM2 FTO FUCA1 FZD2 GABRA3 GALNS GATA1 GATA4 GDF3 GDF6 GJA5 GJA8 GLB1 GLE1 GLI2 GMPPB GNAS GNPTG GNS GP1BB GPC3 GPC4 GPC6 GPKOW GPX4 GUSB GZF1 H4C5 HBA1 HBA2 HDAC4 HDAC8 HEATR3 HECTD4 HES7 HESX1 HIRA HNF1B HNRNPR HPDL HRAS HS2ST1 HSPA9 HSPG2 HTRA1 IDH1 IDS IDUA IFT140 IFT172 IFT27 IFT74 IGBP1 IL2RA IL2RB IL6ST INPPL1 INTS1 INTU JMJD1C KCNH1 KCNJ8 KCNMA1 KCNN3 KIAA0586 KIF26A KIF7 KIFBP KLHL41 KNSTRN KRAS LAMA5 LARGE1 LFNG LHX3 LHX4 LIFR LMOD3 LMX1B LZTFL1 LZTR1 MADD MAFB MAN1B1 MAN2B1 MAP2K1 MAP2K2 MAPK1 MAPRE2 MECP2 MED12 MED13L MEG3 MEGF8 MEOX1 MESP2 MGAT2 MICU1 MKKS MKS1 MMP2 MPL MRPL12 MRPS28 MSL3 MUSK MYH3 MYL11 MYO18B NAA10 NALCN NANS NBAS NBN NEB NEK9 NF1 NIPBL NKX3-2 NLRP1 NOTCH2 NOTCH3 NPHP1 NRAS NUP188 NUP88 NXN OBSL1 OTUD6B OTX2 PAFAH1B1 PAICS PALB2 PAM16 PGAP1 PGAP2 PGAP3 PHGDH PIEZO2 PIGA PIGL PIGN PIGO PIGV PIGW PIGY PIK3CD PKDCC PLXNA1 POGZ POLE POLR3A POMT1 POMT2 POP1 POU1F1 PPP1CB PPP1R15B PRMT7 PROP1 PSAT1 PSMD12 PTCH1 PTPN11 PTPN2 PTPN22 PUF60 RAB23 RAB33B RAB5IF RAD21 RAF1 RB1 RDH11 RFT1 RFX7 RIPK4 RIPPLY2 RIT1 RMRP RNU4ATAC ROBO3 ROR2 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RREB1 RSPRY1 RTL1 RYR1 SALL4 SATB2 SCAPER SCLT1 SCN4A SCYL2 SDCCAG8 SEC24C SEMA5A SETBP1 SF3B4 SHOC2 SHOX SKI SLC26A2 SLC2A1 SLC35B2 SLC35D1 SMAD3 SMAD4 SMARCAL1 SMC1A SMC3 SMPD4 SMS SNRPN SOS1 SOS2 SOX9 SPRED1 SPRED2 SRCAP STAT4 STX16 STXBP1 TAF1 TALDO1 TAPT1 TBCK TBL1XR1 TBR1 TBX1 TBX15 TBX2 TBX6 TCF4 TCTN2 TECPR2 TFAP2A TGDS TGFB3 TGFBR1 THPO TIMM50 TMCO1 TNNI2 TNNT3 TOR1A TPM2 TRAPPC2 TRAPPC9 TRIM32 TRIP11 TRMT10A TRPM3 TRPV4 TSR2 TTC8 TUBB TXNDC15 UBE2A UFD1 UNC80 VPS33A VPS35L WAC WASHC5 WDPCP WDR35 WNT4 WNT5A WNT7A XYLT1 XYLT2 YWHAE ZC4H2 HP_ABNORMALITY_OF_THE_CHIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_CHIN ABL1 ACAN ACTA1 ACTB ACTG1 ADAMTSL1 ADAMTSL4 ADNP AFF3 AGA AGPAT2 AIMP2 AIP ALDH1A2 ALG13 ALG14 ANKH ANKRD11 ANTXR1 AP1S2 AP4E1 AP4M1 APC APC2 ARID1B ASXL3 ATAD3A ATP10A ATP6V0A1 ATP6V1A ATP6V1E1 ATRX BAZ1B BCL7B BCR BICRA BMPR1A BRAF BSCL2 BUD23 CACNA1G CAMK2B CAMTA1 CASZ1 CAV1 CAVIN1 CBFB CCDC8 CDC42BPB CDH11 CDH2 CDK10 CHAMP1 CHD1 CHD7 CHD8 CHRNE CHRNG CLCN3 CLCN4 CLIC2 CLIP2 CNOT3 COA6 COL2A1 COL9A2 COLQ COX7B CRKL CSNK2B CTU2 CUL4B CUL7 CYP26C1 DDR2 DEAF1 DHX30 DHX37 DLK1 DNAJC30 DNM1L DNMT3A DOCK3 DST DYM DYRK1A EBF3 EDA EED EHMT1 EIF2S3 EIF4H ELN ERCC1 ERCC4 ERCC6 ERCC8 EXOSC5 EZH2 FAM20C FBN1 FBXO31 FBXW11 FGF3 FGFR1 FGFR2 FIG4 FKBP6 FLCN FLII FLNA FMR1 FN1 FOS FOXG1 FOXP1 FRA10AC1 GABRD GALNS GFPT1 GJA1 GJA5 GJA8 GLB1 GNB2 GNPTAB GORAB GPC3 GPC4 GPR101 GRB10 GRIA3 GRIA4 GTF2I GTF2IRD1 GTF2IRD2 H19 H3-3A H3-3B H4C5 HERC1 HERC2 HNF1B HNRNPH1 HRAS HS2ST1 HS6ST2 HSPG2 IARS2 IDUA IGF2 IL11RA IL1RAPL1 IL6ST INSR IQSEC2 ITCH JARID2 KANSL1 KAT5 KAT6A KCNAB2 KCNH1 KCNJ6 KCTD1 KDM3B KDM5C KDM6B KIF11 KIF7 KIFBP KNSTRN KPTN LAMB2 LIMK1 LMNA LMNB1 LMX1B LRP1 LRP4 LRP5 LTBP3 LUZP1 MADD MAF MAGEL2 MAN1B1 MAN2B1 MAP3K7 MAPK1 MBD5 MED12 MED12L MED13L MED25 MEF2C MEG3 MEIS2 MEN1 MESD METTL27 MGAT2 MLXIPL MMP23B MRAS MSTO1 MTOR MYH3 MYH7 MYH8 MYOD1 NAA10 NALCN NCF1 NDST1 NDUFS4 NEXMIF NFIA NFIX NGLY1 NHS NOTCH2 NR2F1 NRCAM NSD1 NSD2 NSRP1 NSUN2 OBSL1 OCA2 OCRL OPHN1 OTUD5 P4HTM PAPPA2 PARS2 PAX3 PCDHGC4 PCGF2 PDCD6IP PDE4D PDGFRB PDPN PGAP2 PGAP3 PGM2L1 PIEZO2 PIGB PIGL PIGO PIGS PIGU PIGV PIGW PIGY PIK3CD PIK3R1 PLK4 PLOD3 PMM2 POC1A POGZ POLR3A PORCN POU4F1 PPARG PPP1R21 PQBP1 PRDM16 PRKACB PRKAR1A PRKCZ PRKDC PRKG2 PTCH1 PTCH2 PTDSS1 PTEN PTF1A PTPN11 PUF60 PUS7 PYCR1 RAB33B RAF1 RAI1 RALA RECQL4 RERE RFC2 RFX7 RMRP RNF113A RNF125 RNF13 RNU4ATAC RPL10 RPS6KA3 RTL1 RUNX2 RUSC2 SCNM1 SCUBE3 SELENON SEMA3E SET SETBP1 SETD2 SFRP4 SH3PXD2B SHANK3 SIN3A SKI SLC10A7 SLC12A2 SLC25A24 SLC26A2 SLC35A2 SLC35C1 SLC37A4 SLC6A17 SLC6A8 SLC9A6 SLF2 SMAD4 SMARCA2 SMPD4 SMS SNRPN SNX14 SOST SOX11 SOX18 SPECC1L SPEN SPOP SPRED2 SPTBN1 SRCAP STAG2 STEEP1 STT3A STX1A STXBP1 SUFU SUZ12 SVIL TAF1 TAFAZZIN TBC1D2B TBC1D7 TBCK TBL2 TBX22 TFAP2A TGFB1 THOC6 THUMPD1 TLK2 TMEM270 TMEM94 TNFSF11 TNNI2 TONSL TPRKB TRIO TRIP12 TRPS1 TTC5 TTN TUBGCP4 TUBGCP6 TWIST1 TWIST2 TXNL4A UBE3A UBE4B UGDH UPF3B VAC14 VPS37D WAC WDR62 XRCC4 YY1 ZBTB24 ZEB2 ZMPSTE24 ZNF148 ZNF292 ZNF526 HP_ABNORMALITY_OF_THE_CHOANAE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_CHOANAE ADGRG1 ANTXR1 ARID1B ARVCF ASXL3 BCR BRCA1 BRCA2 BRD4 BRIP1 BUB1 CDC45 CDH1 CDON CEP55 CHD7 COMT CRKL DCHS1 DHCR7 DHODH DISP1 DLL1 EFTUD2 EPCAM ERCC4 ERF FAM20C FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAT4 FGF10 FGF8 FGFR1 FGFR2 FGFR3 FOXE1 FOXH1 FRAS1 GAS1 GLI2 GLI3 GLIS3 GP1BB GRIN2B HDAC8 HIRA IGBP1 IRF6 ITCH JMJD1C KMT2D LMNA MAD2L2 MAPK1 MBTPS2 MED12 MSL3 NBN NFIX NIPBL NODAL OFD1 PAICS PALB2 PERCC1 PI4KA POLR1A POLR1B POLR1C POLR1D POR PTCH1 PTDSS1 PTH1R PTPN14 RAD21 RAD51 RAD51C RECQL4 RERE RFWD3 RPL11 RPS26 RREB1 SALL1 SALL4 SCARF2 SEC24C SEMA3E SETBP1 SHH SIX3 SLC12A2 SLC37A4 SLX4 SMC1A SMC3 SMCHD1 SOST SPINT2 SRPX2 SUFU TBX1 TCOF1 TCTN3 TDGF1 TGIF1 TP63 TWIST1 TXNL4A UBE2T UFD1 USP9X WAC WBP11 WNT3 XRCC2 ZIC2 ZMPSTE24 ZNF335 HP_ABNORMALITY_OF_THE_CLITORIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_CLITORIS AGPAT2 AR ARID1B ATIC ATR B3GLCT BSCL2 CAV1 CAVIN1 CCNQ CD96 CDC45 CDC6 CDT1 CEP152 COX7B CYP11A1 CYP11B1 DHCR7 DHX37 DMRT3 DVL1 DVL3 ESCO2 FDXR FGFR2 FIG4 FOS FRAS1 FZD2 GAD1 GATA4 GMNN HCCS HERC2 HSD3B2 INSR ISL1 KAT6B MAGEL2 MAP3K1 MED25 MINPP1 MKRN3 NDN NDUFB11 NPAP1 NR0B1 NR5A1 OCA2 ORC1 ORC4 ORC6 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 POC1A POR PORCN PPARG PPP1R12A PPP2R3C PWAR1 PWRN1 RAB18 RAB3GAP1 RAB3GAP2 ROR2 RSPO1 SIM1 SNORD115-1 SNORD116-1 SNRPN SOX9 SRY TALDO1 TBC1D20 TOE1 TP63 TRAIP UBE3B UBR1 VAC14 VAMP7 WNT5A WT1 WWOX ZFPM2 HP_ABNORMALITY_OF_THE_COAGULATION_CASCADE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_COAGULATION_CASCADE ACAD9 ADK AGA AHCY AKR1D1 ALDOB ALG12 ALG2 ALG6 ALG8 AMACR ANK1 ANO6 ATP6V0A2 ATP6V1A ATP6V1E1 B4GALT1 BCOR BRAF CACNA1S CD46 CFH CFI CLPB COG2 COG4 COG8 COX16 CYP7B1 DDOST DPAGT1 DPM1 DPM2 EFL1 EPB42 F10 F11 F12 F13A1 F13B F2 F5 F7 F8 F9 FAH FGA FGB FGG FIP1L1 FLNA FOXP2 GFI1B GGCX GNA14 GNE GP1BA GP1BB GP6 GP9 GPR35 HADH HAVCR2 HELLPAR HLA-DQA1 HLA-DQB1 HMGCL HRG HSD17B10 HSD3B7 IKZF5 IRF2BP2 ITGA2B ITGB2 ITGB3 KNG1 LARS1 LMAN1 LYST LZTR1 MAP2K1 MCFD2 MCM10 MGAT2 MICOS13 MPDU1 MPI MST1 MTTP NABP1 NBAS NBEAL2 NGLY1 NLRC4 NPM1 NR1H4 NUMA1 OSTM1 OTC PET100 PGM1 PLG PLOD3 PML PMM2 PRF1 PRKAR1A PROC PROS1 PTPN11 RARA RFT1 RINT1 RYR1 SEMA4D SERAC1 SERPINC1 SERPINE1 SLC25A13 SLC25A15 SLC30A10 SLC37A4 SLC4A1 SLC7A7 SOS1 SOS2 SPTA1 SPTB SRD5A3 SSR4 STAT3 STAT5B STX11 STXBP2 TBL1XR1 TCF4 TNFRSF9 TRMU UNC13D VKORC1 VWF XIAP ZBTB16 HP_ABNORMALITY_OF_THE_COMMON_COAGULATION_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_COMMON_COAGULATION_PATHWAY AHCY ALG12 ALG6 ANK1 ANO6 B4GALT1 BCOR BRAF CD46 CFH CFI EPB42 F10 F13A1 F13B F5 FGA FGB FGG FIP1L1 GGCX GNA14 HAVCR2 HELLPAR HRG IRF2BP2 ITGB2 LMAN1 LYST MAP2K1 MCFD2 MCM10 MGAT2 MPI NABP1 NGLY1 NLRC4 NPM1 NUMA1 PLG PML PRF1 PRKAR1A PTPN11 RARA SERPINC1 SERPINE1 SLC37A4 SLC4A1 SLC7A7 SPTA1 SPTB STAT3 STAT5B STX11 STXBP2 TBL1XR1 TNFRSF9 UNC13D VKORC1 XIAP ZBTB16 HP_ABNORMALITY_OF_THE_COSTOCHONDRAL_JUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_COSTOCHONDRAL_JUNCTION ALPL ARSL CTNS CYP27B1 CYP2R1 DDR2 DLK1 DNAJC21 DYM FGFR3 MEG3 NOG PHEX PRKG2 RTL1 SBDS SLC26A1 SLC34A1 SLC34A3 SRP54 VDR HP_ABNORMALITY_OF_THE_CRUS_OF_THE_HELIX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_CRUS_OF_THE_HELIX DHX30 EDN1 FGFR2 FGFR3 GNAI3 HS2ST1 NSD2 PLCB4 STEEP1 TCTN3 TWIST1 ZNF462 HP_ABNORMALITY_OF_THE_CURVATURE_OF_THE_CORNEA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_CURVATURE_OF_THE_CORNEA AARS1 ABCA4 ADNP AEBP1 AGBL5 AHI1 AHR AIPL1 ALDH3A2 ANKRD11 ANTXR1 AP1B1 AP3D1 APC2 ARCN1 ARHGEF18 ARHGEF2 ARID1B ARL2BP ARL3 ARL6 ARPC4 ARSG ASH1L BAP1 BAZ1B BBS1 BBS2 BBS9 BCL7B BEST1 BLOC1S3 BRCA1 BRCA2 BRIP1 BUD23 C1QBP CA4 CACNA1F CAMK2B CAMSAP1 CAMTA1 CARS1 CC2D2A CCDC28B CCDC47 CDHR1 CEP290 CEP78 CERKL CFAP418 CHD3 CHD4 CHMP1A CHRDL1 CHST14 CHST6 CLDN11 CLDN16 CLDN19 CLIP2 CLRN1 CNGA1 CNGA3 CNGB1 COL17A1 COL1A2 COL25A1 COL3A1 COL4A1 COL8A2 COL9A1 COL9A2 COL9A3 CRB1 CRX DHDDS DHX38 DNAJC21 DNAJC30 DPAGT1 DPYD DSE DYRK1A EBF3 EDEM3 EIF4H ELN EMC1 ERCC2 ERCC3 ERCC4 EXOSC5 EYS FAM161A FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FBN1 FBXW7 FIBP FKBP6 FLNA FSCN2 GALNT2 GATAD2B GDF6 GLRB GNB5 GNPTAB GPR143 GRHL2 GRIA1 GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GUCA1B GUCY2D H1-4 HARS1 HDAC4 HGSNAT HK1 HRAS IDH3A IDH3B IFT140 IFT172 IFT88 IMPDH1 IMPG1 IMPG2 INTS1 IQCB1 KAT6A KCNJ13 KCNV2 KDM5B KERA KIAA1549 KIDINS220 KIF11 KIZ KLHL7 KMT2B KRAS LCA5 LIG4 LIMK1 LMBRD2 LMX1B LRAT MAD2L2 MAG MAK MAN2B1 MAP3K7 MAPK8IP3 MARK3 MBD5 MBTPS2 MERTK METTL27 MIR184 MLXIPL MPLKIP MT-TS2 MYO1H NCF1 NEK2 NEUROD2 NFIX NIPBL NMNAT1 NOG NR2E3 NR2F1 NRL NSD1 OFD1 OTUD5 OVOL2 P4HTM PACS2 PALB2 PAX2 PBX1 PCARE PCYT1A PDE6A PDE6B PDE6G PDZD8 PIEZO2 PIGQ PIGT PIK3R1 PITX2 PLOD1 POGZ POLR3GL POMGNT1 PPP1R12A PPP2R5D PRCD PRDM5 PRKAR1B PRMT7 PROM1 PRPF3 PRPF31 PRPF4 PRPF6 PRPF8 PRPH2 RAD51 RAD51C RBP3 RD3 RDH12 RECQL4 REEP6 RERE RFC2 RFWD3 RGR RHO RHOA RLBP1 RNF113A RNF2 RNU4ATAC ROBO3 ROM1 RP1 RP1L1 RP2 RP9 RPE65 RPGR RPGRIP1 SAG SCAPER SCUBE3 SEMA4A SETBP1 SETD2 SETD5 SHOC2 SLC25A24 SLC2A10 SLC38A8 SLC39A8 SLC4A11 SLC7A14 SLX4 SMARCAL1 SMG8 SNRNP200 SPATA7 STX1A STXBP1 TARS1 TBC1D2B TBC1D7 TBCE TBL2 TCEAL1 TCF4 TEAD1 TFE3 TGFB2 TGFBI TMEM270 TNPO2 TOPORS TRIM37 TTC8 TUB TUBA3D TUBB4B TULP1 TYR UBE2T UBE3B USH2A USP45 USP9X VARS1 VPS37D VSX1 WAC XRCC2 YY1 ZBTB7A ZEB1 ZEB2 ZFHX4 ZMIZ1 ZNF408 ZNF469 ZNF513 HP_ABNORMALITY_OF_THE_DENTITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_DENTITION AARS1 ABCA12 ABCA5 ABCC9 ABL1 ACD ACOX1 ACP4 ACP5 ACSL4 ACTA1 ACTL6B ACVR1 ADAMTS10 ADAMTS2 ADAMTS3 ADAMTSL1 ADAT3 ADGRV1 ADNP AEBP1 AFF3 AGA AGO2 AGXT AHCY AIMP2 AIP AIRE AKT1 ALDH3A2 ALDOB ALKBH8 ALMS1 ALOX12B ALOXE3 ALPL ALX3 ALX4 AMBN AMELX AMER1 AMMECR1 AMTN ANAPC1 ANKH ANKRD11 ANOS1 ANTXR1 ANTXR2 AP3B1 AP3B2 APC APC2 APCDD1 ARHGAP29 ARHGEF38 ARID1A ARID1B ARID2 ARL6 ARSB ARSK ARV1 ARVCF ASPH ASPRV1 ASXL3 ATP1A2 ATP1A3 ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 ATR ATRIP ATRX AXIN2 B3GALT6 B3GAT3 B3GLCT B4GALT7 BANF1 BAP1 BAZ1B BBS1 BBS4 BCAS3 BCL11B BCL7B BCOR BLM BMP1 BMP2 BMP4 BPTF BRAF BRCA1 BRD4 BRF1 BUD23 C12orf57 C1R C1S C2CD3 CA2 CACNA1A CACNA1B CACNA1C CACNA1I CACNA2D1 CAMK2B CAMTA1 CARS1 CAT CAV1 CBFB CBS CCBE1 CCDC134 CCDC141 CCDC28B CCDC47 CCDC8 CCN2 CCR6 CDC42 CDC42BPB CDH1 CDH11 CDH23 CDH3 CDK10 CDK13 CDK19 CDK5RAP2 CDON CDSN CELF2 CENPE CENPJ CEP120 CEP152 CEP85L CERT1 CFAP418 CHD3 CHD7 CHRNE CHRNG CHST3 CHSY1 CIB2 CILK1 CKAP2L CLCN7 CLDN1 CLDN19 CLEC7A CLIP2 CLP1 CLPB CLTC CNKSR2 CNNM4 CNOT1 CNOT2 COBLL1 COG6 COL11A1 COL17A1 COL1A1 COL1A2 COL2A1 COL3A1 COL5A1 COL5A2 COL7A1 COL9A2 COMT COX4I2 COX7B CPLX1 CREB3L1 CREBBP CRLF1 CRTAP CSTB CTBP1 CTC1 CTCF CTDP1 CTNND1 CTSC CTSK CUL4B CUL7 CUX1 CXCR4 CYFIP2 CYP27A1 CYP27B1 CYP2R1 CYP4F22 DALRD3 DCAF17 DCC DCHS1 DDB2 DDR2 DDX59 DEAF1 DHCR7 DHDDS DHODH DHX37 DIAPH1 DISP1 DKC1 DLG1 DLL1 DLX3 DLX4 DMP1 DNA2 DNAJC21 DNAJC30 DNM1 DNMT3A DOCK3 DOCK7 DPF2 DPH1 DPH2 DPH5 DPM2 DPP6 DPYD DSC3 DSE DSG4 DSP DSPP DUSP6 DVL1 DVL3 DYNC2LI1 DYRK1A EDA EDA2R EDAR EDARADD EDN1 EDNRA EEF1A2 EFL1 EFNB1 EHMT1 EIF2S3 EIF4A3 EIF4H ELANE ELMO2 ELN EMC10 ENAM ENPP1 EP300 EPS8L3 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ESPN EVC EVC2 EXOSC5 EXT1 EYA1 FAM111A FAM20A FAM20C FAM83H FARS2 FAT4 FBN1 FBXO28 FERMT1 FEZF1 FGD1 FGF10 FGF12 FGF13 FGF17 FGF23 FGF3 FGF8 FGFR1 FGFR2 FGFR3 FGFRL1 FIG4 FKBP10 FKBP6 FLCN FLII FLNA FLNB FLRT3 FN1 FOXC1 FOXH1 FRAS1 FREM1 FREM2 FUCA1 FZD2 FZR1 GABBR2 GABRA2 GABRA5 GABRB2 GABRG2 GALNS GALNT3 GAS1 GATA1 GATAD2B GDF5 GFI1 GFPT1 GHR GJA1 GJA5 GJA8 GJB2 GJB6 GLB1 GLI1 GLI2 GLI3 GNAI3 GNAS GNB2 GNRH1 GNRHR GON7 GORAB GP1BB GPC3 GPC4 GPR101 GPR68 GRB10 GREM2 GRHL2 GRHL3 GRIA3 GRIN2D GRIP1 GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GUSB H19 H4C5 HACD1 HBB HCCS HCN1 HDAC4 HDAC8 HECTD4 HEPHL1 HERC2 HESX1 HIRA HIVEP2 HK1 HLA-DQA1 HLA-DQB1 HLA-DRB1 HMGA2 HMGB3 HNRNPH1 HNRNPK HOXC13 HOXD13 HRAS HS2ST1 HS6ST1 HSPA9 HSPG2 HUWE1 IDS IDUA IFIH1 IFITM5 IFT122 IFT140 IFT43 IFT52 IFT57 IGF1 IGF2 IKBKG IL11RA IL17F IL17RA IL17RC IL17RD IL1RAPL1 IL6ST INSR INTU IQSEC2 IRF5 IRF6 IRX5 ITGA6 ITGA7 ITGB2 ITGB4 ITGB6 JMJD1C JUP KANSL1 KAT6A KAT6B KATNB1 KCNA2 KCNB1 KCNE5 KCNH1 KCNJ2 KCNJ5 KCNK9 KCNMA1 KCNN3 KCNQ1OT1 KCTD1 KDF1 KDM1A KDM5C KDM6A KDM6B KIAA0753 KIDINS220 KIF15 KIF1C KIF7 KIFBP KISS1 KISS1R KLK4 KMT2A KMT2C KMT2D KRAS KREMEN1 KRT14 KRT16 KRT17 KRT5 KRT6A KRT6B KRT71 KRT74 KRT81 KRT83 KRT85 KRT86 LAGE3 LAMA3 LAMB3 LAMC2 LARP7 LBR LEMD2 LEMD3 LETM1 LGI4 LIFR LIG4 LIMK1 LIPH LIPN LMBRD2 LMNA LMNB1 LMX1B LONP1 LORICRIN LOX LPAR6 LRP4 LRP5 LRP6 LTBP2 LTBP3 LYST MADD MAF MAGEL2 MAN2B1 MAP2K1 MAP3K20 MAP3K7 MAPK1 MAPK8IP3 MAPRE2 MARS1 MASP1 MBD5 MBTPS2 MCOLN1 MCTP2 MECP2 MED12 MED13L MED27 MEGF8 MEIS2 MESD METTL27 MGAT2 MIA3 MID1 MKRN3 MKS1 MLXIPL MMP1 MMP13 MMP2 MMP20 MPLKIP MSX1 MSX2 MTM1 MTX2 MYH3 MYL2 MYMX MYO7A MYOD1 MYSM1 NAA10 NAA20 NALCN NARS1 NCF1 NDNF NDST1 NDUFB11 NECAP1 NECTIN1 NECTIN4 NEDD4L NEK1 NELFA NEPRO NF1 NFIX NFKBIA NGF NHLH2 NHP2 NHS NIPAL4 NIPBL NKX2-1 NMNAT1 NODAL NONO NOP10 NOTCH2 NOTCH3 NPAP1 NPHS1 NPM1 NRAS NSD1 NSD2 NSDHL NSMF NSUN2 NTRK1 NTRK2 NUP107 NUP133 NUP85 NUS1 NXN OBSL1 OCA2 OCRL ODAPH OFD1 ORAI1 ORC1 OSGEP OTUD5 P3H1 P4HB PACS1 PACS2 PAK2 PAPPA2 PARN PARS2 PAX1 PAX9 PCDH15 PCGF2 PCNT PCYT1A PDE4D PDGFRA PDGFRB PDZD7 PEPD PERP PEX1 PEX6 PGAP1 PGM2L1 PHEX PIGA PIGF PIGG PIGK PIGL PIGS PIGT PIK3C2A PIK3R1 PITX2 PKP1 PLCB4 PLCH1 PLEC PLEKHM1 PLG PLK4 PLOD1 PLOD3 PLXNA1 PLXND1 PNPLA6 POC1A POF1B POLD1 POLR1B POLR1C POLR1D POLR2A POLR3A POLR3B POLR3GL POLR3K POP1 PORCN POU4F1 PPIB PPP1CB PPP1R15B PPP2R3C PPP3CA PQBP1 PRDM5 PRIM1 PRKACA PRKACB PRKAR1A PRKD1 PRMT7 PROK2 PROKR2 PRR12 PSMD12 PTCH1 PTCH2 PTDSS1 PTEN PTH1R PTHLH PTPN11 PTPRF PUF60 PURA PUS7 PWAR1 PWRN1 PYROXD1 RAB23 RAB3GAP1 RAB3GAP2 RAD21 RAD51 RAI1 RBBP8 RBM28 RDH11 RECQL RECQL4 RELT REV3L RFC2 RHOA RHOBTB2 RIC1 RIGI RIN2 RIPK4 RLIM RMRP RNF113A RNF13 RNF2 RNU12 ROGDI ROR2 RPL10 RPL21 RPS23 RPS6KA3 RREB1 RSPO1 RSPRY1 RTEL1 RUNX2 RUSC2 SASH1 SATB1 SATB2 SBDS SCARF2 SCN3A SCN4A SCN8A SCNM1 SCUBE3 SDR9C7 SEC23A SEC24C SEC24D SELENON SEMA3A SEMA3E SERPINF1 SERPINH1 SET SETBP1 SETD1A SETD2 SETD5 SFRP4 SGMS2 SH3BP2 SH3PXD2B SHANK3 SHH SHOC2 SIN3A SIN3B SIX1 SIX3 SKI SLC10A7 SLC12A2 SLC13A5 SLC1A2 SLC24A4 SLC25A24 SLC29A3 SLC35A2 SLC35C1 SLC37A4 SLC38A3 SLC39A13 SLF2 SMAD2 SMAD3 SMARCA2 SMARCA4 SMARCAL1 SMARCB1 SMARCC2 SMARCD1 SMARCD2 SMARCE1 SMC1A SMC3 SMC5 SMCHD1 SMG8 SMOC1 SMOC2 SMS SNAP29 SNORD115-1 SNORD116-1 SNRPB SNRPN SNX10 SNX14 SOBP SON SOS1 SOST SOX10 SOX11 SOX18 SOX4 SOX5 SOX9 SP6 SP7 SPARC SPART SPECC1L SPEN SPRY4 SRCAP SRD5A3 SRP19 SRP54 SSR4 ST14 STAG1 STAG2 STAT3 STIL STIM1 STX16 STX1A SUFU SULT2B1 SUMO1 SUOX SYNGAP1 SYNJ1 SZT2 TAB2 TAC3 TACR3 TAF6 TANC2 TARS1 TBC1D24 TBC1D2B TBCD TBCE TBL1XR1 TBL2 TBX1 TBX3 TBX4 TCF12 TCF4 TCIRG1 TCOF1 TDGF1 TECPR2 TEKT3 TENT5A TERC TERT TFAP2A TFAP2B TGFA TGFB1 TGIF1 TGM1 THOC6 THRA TINF2 TMCO1 TMEM165 TMEM231 TMEM270 TNFRSF11A TNFRSF11B TNFSF11 TONSL TP53RK TP63 TPM2 TPM3 TPRKB TRAF3IP2 TRAF6 TRAIP TRAK1 TRIM37 TRIO TRIP11 TRMT10A TRPS1 TRPV3 TSC1 TSPAN7 TSPEAR TTC7A TTI2 TUBGCP2 TWIST1 TWIST2 TYMS UBA5 UBE3A UBE3B UBE3C UBR1 UFD1 UPF3B UROD UROS USB1 USH1C USH1G USH2A USP9X VAC14 VARS1 VDR VPS13B VPS37D VPS51 WDR11 WDR19 WDR26 WDR35 WDR4 WDR72 WDR73 WHRN WNT10A WNT10B WNT5A WRAP53 WWOX XPA XPC XRCC4 XYLT1 XYLT2 YRDC YWHAG YY1 ZBTB7A ZDHHC9 ZEB2 ZIC2 ZMPSTE24 ZMYM2 ZNF141 ZNF341 ZNF469 ZNF526 ZSWIM6 HP_ABNORMALITY_OF_THE_DIAPHRAGM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_DIAPHRAGM ABL1 ACTA1 ADAT3 ADGRG6 ALDH1A2 ALG9 ANAPC7 AR ARID1B ARID2 ASNS B3GAT3 BRD4 CD96 CDC42BPB CHRNG CHST3 CHUK COX7B CPLX1 CTBP1 DACT1 DHCR7 DIS3L2 DLL3 DNAJC19 EFEMP2 EFNB1 FBLN5 FLNA GATA4 GATA6 GDAP1 GLI3 GNB2 GNE GPC3 GPC4 HCCS HDAC4 HDAC8 HES7 HOXD13 HYLS1 IGHMBP2 KCNA1 KDM3B KDM6A KIAA0586 KIF7 KLHL40 KLHL41 KMT2D LETM1 LFNG LMOD3 LONP1 LRP2 LTBP4 MAF MAFB MAMLD1 MAP3K7 MCTP2 MEGF10 MEGF8 MESP2 MID1 MN1 MTHFR MTM1 MYOD1 MYRF NDUFAF5 NDUFB11 NEB NELFA NIPBL NR2F2 NSD2 NUAK2 PBX1 PCNA PIGG PIGN PLOD3 POGZ PORCN PPM1D RAD21 RARB REEP1 RIPPLY2 RLIM RPS26 RPS28 RSPO2 SEC31A SF3B4 SH2B1 SIN3A SLC2A10 SMARCB1 SMC1A SMC3 STAG2 STRA6 TRAIP TRIP4 TRRAP VANGL2 WLS WNT3 WNT4 WNT7B WT1 ZFPM2 ZNF699 HP_ABNORMALITY_OF_THE_DIENCEPHALON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_DIENCEPHALON AKT1 ANOS1 BAP1 BAZ1B BCL7B BRAF BUD23 CCDC141 CDH2 CDON CHD7 CLIP2 CLN8 COASY COX10 CP CPLANE1 CTNNB1 DCC DISP1 DLL1 DNAJC30 DUSP6 EIF4H ELN EXOC2 EXOC7 FAM149B1 FEZF1 FGF17 FGF8 FGFR1 FKBP6 FKRP FLRT3 FOXH1 FTL GAS1 GFAP GLI2 GLI3 GMPPB GPKOW GSX2 GTF2I GTF2IRD1 GTF2IRD2 GTPBP3 HESX1 HEXB HS6ST1 IL17RD JAM2 KIAA0753 KIF7 LEPR LHX3 LIMK1 MAGEL2 MAN2C1 MED17 METTL27 MFF MLXIPL MTRFR MYORG NCF1 NDE1 NDNF NDP NF2 NODAL OFD1 PDE6D PDGFB PIK3C2A PIK3CA PLCH1 POLG POMGNT1 POMK POMT1 POMT2 PROK2 PROKR2 PTCD3 PTCH1 RANBP2 RFC2 SCP2 SEMA3A SETD5 SHH SIM1 SIX3 SIX6 SLC2A1 SMARCB1 SMARCE1 SMC1A SMO SOX10 SOX2 SPG11 SPRY4 STAG2 STIL STX1A SUFU TACR3 TBL2 TCTN3 TDGF1 TERT TGIF1 TIAM1 TMEM216 TMEM270 TOPORS TRAF7 TREM2 TRH TUBA1A TUBB2B TUBB3 TWNK VPS16 VPS37D WDR11 ZIC2 HP_ABNORMALITY_OF_THE_DISTAL_PHALANGES_OF_THE_TOES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_DISTAL_PHALANGES_OF_THE_TOES ARID1B ARSL CANT1 EOGT FGFR1 FGFR2 FIG4 GPC4 HOXD13 HS2ST1 KCNH1 KCNN3 LMNA MAP3K20 MED25 NOG PIGF PTHLH RIPK4 ROR2 TBR1 TRPV4 TWIST1 VAC14 ZMPSTE24 HP_ABNORMALITY_OF_THE_DISTAL_PHALANX_OF_THE_2ND_FINGER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_DISTAL_PHALANX_OF_THE_2ND_FINGER BMPR1B COL2A1 FGFR2 FIG4 NSDHL TWIST1 HP_ABNORMALITY_OF_THE_DISTAL_PHALANX_OF_THE_3RD_FINGER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_DISTAL_PHALANX_OF_THE_3RD_FINGER COL2A1 FGFR2 GNAS NSDHL TWIST1 HP_ABNORMALITY_OF_THE_DISTAL_PHALANX_OF_THE_5TH_FINGER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_DISTAL_PHALANX_OF_THE_5TH_FINGER ARID1B COL2A1 GJA1 HNRNPR IGF2 NPR2 SMARCB1 TFAP2B HP_ABNORMALITY_OF_THE_DISTAL_PHALANX_OF_THE_HALLUX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_DISTAL_PHALANX_OF_THE_HALLUX CANT1 FGFR1 FGFR2 FIG4 HOXD13 MAP3K20 PTHLH TBR1 TWIST1 VAC14 HP_ABNORMALITY_OF_THE_DISTAL_PHALANX_OF_THE_THUMB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_DISTAL_PHALANX_OF_THE_THUMB ALG9 BMPR1B BPNT2 CANT1 CHSY1 CILK1 CNOT1 CREBBP CWF19L1 EP300 FGFR2 FLNA FLNB GDF5 GLI1 GLI3 GNAS HOXD13 IHH KCNH1 KIF7 KNSTRN LMBR1 MAP3K7 MEGF8 PAH PIK3CD PPP2R3C PTCH1 SALL4 SLC26A2 HP_ABNORMALITY_OF_THE_DORSAL_COLUMN_OF_THE_SPINAL_CORD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_DORSAL_COLUMN_OF_THE_SPINAL_CORD ABCD1 ALDH18A1 ATXN1 DARS2 FAR1 SETX HP_ABNORMALITY_OF_THE_ELBOW https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_ELBOW ABCC6 ABCC9 ACTA1 AEBP1 AFF3 ALDH18A1 ANO5 APC ARID1B ASAH1 ASPH ASXL1 ATP7A ATR B3GALT6 B3GAT3 B3GLCT B4GALT7 BANF1 BCOR BGN BMP1 BPNT2 BPTF BRAF BRD4 CANT1 CAPN3 CBL CCDC8 CCN6 CD96 CDC45 CDC6 CDT1 CHRNG CHST3 CLCF1 CLCN3 COL12A1 COL1A1 COL25A1 COL27A1 COL2A1 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 COL7A1 COL9A1 COL9A2 COL9A3 COLEC10 COLEC11 COMP CPT2 CREBBP CRLF1 CSGALNACT1 CUL4B CUL7 CYP26B1 CYP27A1 DDR2 DMD DONSON DVL1 DVL3 DYM DYNC2LI1 DYSF ECEL1 EMD ENPP1 EP300 ERCC1 ERCC6 ERGIC1 ERLIN2 ESCO2 EVC EVC2 EXOC6B EXTL3 EZH2 FBN1 FBN2 FBXO28 FDFT1 FGF9 FGFR1 FGFR2 FGFR3 FHL1 FKBP10 FLNA FLNB FZD2 GALNS GDF5 GHR GJA1 GJB2 GLDN GLE1 GLI1 GMNN GNB1 GNB2 GNS GPC6 GRB10 GSC HACD1 HDAC8 HEATR3 HEPHL1 HNRNPH1 HOXA11 HRAS HS2ST1 HSPG2 IDUA IFITM5 IL6ST ITCH ITGA7 JAG2 KCNK9 KDM5C KIF22 KMT2A KRAS KY L1CAM LAMA2 LARGE1 LARS2 LBR LGI4 LIFR LMBRD2 LMNA LMX1B LRP4 LTBP3 LZTR1 MACROH2A1 MAFB MAP2K1 MAP2K2 MAP3K20 MAP3K7 MAPK1 MASP1 MATN3 MECOM MED12 MET MMP13 MUSK MYH3 MYL1 MYL11 MYL2 MYOT NALCN NF1 NIPBL NOG NOTCH2 NPR2 NUP107 NXN OBSL1 OPA3 ORC1 ORC4 ORC6 P4HTM PCNT PEX1 PEX2 PEX5 PIGA PIGY PIK3C2A PITX1 PLOD1 PLOD2 PLOD3 POP1 POR PPP1CB PPP2R3C PRG4 PRKACA PRKACB PRKAR1A PRMT7 PSMB8 PSMD12 PSTPIP1 PTDSS1 PTH1R PTPN11 PYCR1 RAB33B RAD21 RAF1 RECQL4 RMRP RNU4ATAC ROR2 RSPO2 RSPRY1 SALL4 SCARF2 SCN4A SCYL2 SELENON SF3B4 SFRP4 SHOC2 SHOX SIL1 SKI SLC25A46 SLC26A2 SLC29A3 SLC35B2 SLC39A13 SLC39A8 SLC6A9 SMAD6 SMC1A SMC3 SMOC1 SNRPB SOS1 SOX9 SPRED2 SPRTN SRCAP SRY STAG1 STXBP1 SVIL SYNE1 SYNE2 SYT2 TBX15 TBX3 TBX5 TDO2 TFAP2A TFE3 TMEM222 TMEM43 TONSL TOR1A TPM2 TPM3 TRAPPC2 TRPV4 TUBB3 UBA1 UNC80 VPS13B WDR11 WNT4 WNT5A WNT7A XYLT1 HP_ABNORMALITY_OF_THE_ENDOCRINE_SYSTEM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_ENDOCRINE_SYSTEM AAAS ABCA4 ABCB11 ABCB4 ABCC6 ABCC8 ABCD1 ACP5 ACTG2 ADA ADA2 ADAMTSL1 ADAR ADAT3 ADCY3 ADCY5 ADGRG1 ADH5 ADNP ADORA2A AEBP1 AFF4 AGBL5 AGPAT2 AHI1 AHR AHSG AIP AIRE AK2 AKT1 AKT2 ALB ALDOA ALG1 ALG12 ALG14 ALG2 ALG3 ALG5 ALG6 ALG8 ALG9 ALMS1 ALX3 ALX4 AMACR AMH AMHR2 ANAPC1 ANK1 ANOS1 ANTXR1 ANTXR2 AP2S1 APC APC2 APOA5 APOE APPL1 AQP2 AR ARHGEF18 ARID1A ARID1B ARID2 ARL13B ARL2BP ARL3 ARL6 ARL6IP6 ARMC5 ARMC9 ARNT2 ARSL ARVCF ARX ASH1L ASXL3 ATAD3A ATM ATP11A ATP5F1A ATP5F1D ATP5F1E ATP5MK ATP6V1B2 ATP7A ATP7B ATP8B1 ATPAF1 ATPAF2 ATRX AVP AVPR2 AXL B3GLCT B4GALNT1 B4GALT1 B9D1 B9D2 BANF1 BAP1 BAZ1B BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCAP31 BCL10 BCL7B BCOR BCS1L BEST1 BICC1 BICRA BIRC3 BLK BLM BMP15 BMP2 BMP4 BMP6 BMPR1A BMPR1B BNC1 BPTF BRAF BRCA1 BRCA2 BRCC3 BRD4 BRIP1 BSCL2 BSND BTG4 BTK BTNL2 BUB1 BUB1B BUB3 BUD23 C14orf39 C1QBP C1S CA2 CA4 CACNA1C CACNA1D CACNA1H CACNA1S CAMKMT CARS1 CASK CASP10 CASR CASZ1 CAT CATIP CAV1 CAVIN1 CBL CBX2 CBY1 CC2D2A CCBE1 CCDC134 CCDC141 CCDC22 CCDC28B CCDC34 CCDC47 CCND1 CD55 CDC42 CDC42BPB CDC73 CDH23 CDHR1 CDKL5 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CDON CEL CELA2A CENPT CEP104 CEP112 CEP120 CEP19 CEP290 CEP41 CEP57 CERKL CFAP418 CFTR CHD4 CHD7 CHD8 CHEK2 CHRNG CIDEC CILK1 CISD2 CLCN2 CLCNKA CLCNKB CLDN10 CLDN16 CLDN19 CLIP2 CLN3 CLPB CLPP CLRN1 CNBP CNGA1 CNGB1 CNOT1 CNTNAP2 COG2 COL25A1 COL2A1 COL4A5 COL7A1 COMT COQ2 COQ6 CORIN CP CPA1 CPE CPLANE1 CPLX1 CRB1 CREBBP CRLS1 CRX CSPP1 CT55 CTBP1 CTC1 CTDP1 CTLA4 CTNNB1 CTNS CTRC CTSK CUL3 CUL4B CWC27 CYB5A CYP11A1 CYP11B1 CYP11B2 CYP17A1 CYP19A1 CYP21A2 CYP24A1 CYP27A1 CYP27B1 CYP2R1 CYP3A4 DACT1 DAXX DBH DCAF17 DCC DCHS1 DCLRE1C DDB1 DDB2 DDOST DDX3X DEAF1 DGCR2 DGCR6 DGCR8 DHCR7 DHDDS DHH DHX37 DHX38 DIAPH1 DIAPH2 DICER1 DIO1 DIS3L2 DISP1 DKC1 DLK1 DLL1 DLST DMPK DMRT1 DMRT3 DMXL2 DNAH1 DNAH10 DNAJB11 DNAJC19 DNAJC21 DNAJC3 DNAJC30 DNAL4 DNASE2 DNHD1 DNM1L DNMT1 DNMT3A DPF2 DPYSL5 DSG1 DUOX2 DUOXA2 DUSP6 DUT DYRK1A DYRK1B ECE1 EDA EDA2R EDN3 EDNRB EFL1 EHMT1 EIF2AK3 EIF2B1 EIF2S3 EIF4H EIF5A ELMO2 ELN ENPP1 ENTPD1 EP300 EPAS1 EPCAM EPG5 EPO ERBB2 ERBB3 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ERF ESCO2 ESR1 ESR2 ESS2 EXOSC2 EXT2 EYA1 EYS FAH FAM111A FAM111B FAM161A FAM20A FAN1 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FARSA FAS FASLG FAT4 FBN1 FBXO43 FCGR3B FDX2 FEZF1 FGD1 FGF13 FGF17 FGF8 FGFR1 FGFRL1 FH FIGLA FKBP6 FLCN FLI1 FLII FLNB FLRT3 FLT1 FMR1 FN1 FOCAD FOS FOXA2 FOXC1 FOXC2 FOXD3 FOXE1 FOXG1 FOXH1 FOXI1 FOXL2 FOXP1 FOXP3 FOXRED1 FRAS1 FREM1 FREM2 FSCN2 FSHB FSHR FUCA1 FUT8 FUZ FXN G6PC1 G6PC3 GABRA3 GABRD GALK1 GALNT2 GALNT3 GALT GAN GANAB GAS1 GATA1 GATA3 GATA4 GATA6 GATB GATC GBA1 GCGR GCH1 GCK GCM2 GCNA GDF9 GDNF GFM2 GH1 GHR GHRHR GHSR GJA1 GJB2 GJB3 GJB4 GK GLA GLI2 GLI3 GLIS3 GLRX5 GLUD1 GMNN GMPPA GNA11 GNAO1 GNAS GNAS-AS1 GNB1 GNB2 GNE GNRH1 GNRHR GOSR2 GP1BB GPC3 GPC4 GPD2 GPR101 GPR161 GPR35 GRB10 GREM1 GRIA1 GRIN1 GRIN2B GRM7 GTF2I GTF2IRD1 GTF2IRD2 GUCA1B GYG1 H4C5 H6PD HABP2 HACE1 HADH HADHA HADHB HAMP HBB HDAC4 HDAC8 HEPACAM HERC2 HESX1 HFE HFM1 HGSNAT HID1 HIRA HJV HLA-B HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRB1 HMGA1 HMGA2 HNF1A HNF1B HNF4A HNRNPK HNRNPR HPD HPGD HRAS HS6ST1 HSD11B1 HSD11B2 HSD17B3 HSD17B4 HSD3B2 HSPG2 HTR1A HYLS1 HYMAI IARS1 IARS2 IDH1 IDH2 IDH3A IDH3B IER3IP1 IFIH1 IFNG IFT140 IFT172 IFT27 IFT74 IFT88 IGF1 IGF1R IGF2 IGF2BP2 IGFALS IGHG2 IGKC IGSF1 IKBKG IL12A IL12RB1 IL17RD IL18BP IL2RA IL2RG IL6 IL6ST IL7R IMPDH1 IMPDH2 IMPG1 IMPG2 INPP5E INPP5K INS INSR IPO8 IQSEC2 IRF4 IRF5 IRS1 IRS2 IRS4 IRX5 ITCH ITGB6 ITPR3 IYD JAG1 JAK1 JMJD1C KANSL1 KARS1 KAT6B KATNIP KCNA1 KCNAB2 KCNE3 KCNJ1 KCNJ10 KCNJ11 KCNJ16 KCNJ18 KCNJ2 KCNJ5 KCNJ6 KCNQ1 KCNQ1OT1 KCNQ2 KCNT1 KCTD1 KDM6A KDSR KEAP1 KIAA0586 KIAA0753 KIAA1549 KIF1B KIF21A KISS1 KISS1R KIZ KL KLF1 KLF11 KLHL10 KLHL3 KLHL7 KLLN KMT2A KMT2B KMT2C KMT2D KRAS LARS2 LAS1L LBR LEMD3 LEP LEPR LETM1 LGR4 LHB LHCGR LHX1 LHX3 LHX4 LIFR LIG3 LIG4 LIMK1 LIPA LIPC LIPE LMF1 LMNA LMNB2 LPIN2 LRAT LRBA LRP4 LRP5 LRP6 LSM11 LSS LTBP4 LUZP1 LZTFL1 LZTR1 MAB21L2 MAD1L1 MAD2L2 MADD MAFA MAGED2 MAGEL2 MAK MALT1 MAMLD1 MAP2K1 MAP2K2 MAP3K1 MAP3K7 MAPK8IP1 MARS1 MARS2 MAST3 MAX MC2R MC4R MCM10 MCM4 MCM8 MCM9 MCOLN1 MCTP2 MDH2 MDM2 MDM4 MECP2 MED12 MEF2A MEG3 MEIOB MEN1 MERTK METTL27 MGAT2 MGME1 MIA3 MICU1 MID1 MINPP1 MKKS MKRN3 MKS1 MLH1 MLH3 MLXIPL MMEL1 MMP1 MMP14 MMP2 MMP23B MOG MOGS MOV10L1 MPDU1 MPI MRAP MRAS MRE11 MRPS22 MRPS25 MRPS7 MSH2 MSH3 MSH4 MSH5 MSH6 MSL3 MSMO1 MST1 MSTO1 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TC MT-TE MT-TF MT-TH MT-TK MT-TL1 MT-TL2 MT-TN MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTHFR MTNR1B MTTP MYH3 NAA10 NAB2 NAF1 NANOS1 NCF1 NDE1 NDN NDNF NDP NDUFA1 NDUFA11 NDUFA6 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB9 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NECTIN1 NEK2 NEK9 NEUROD1 NEUROD2 NEUROG3 NEXMIF NF1 NF2 NFIX NFKB2 NFKBIA NFS1 NHLH2 NHP2 NIN NIPBL NKX2-1 NKX2-5 NKX2-6 NLGN3 NLGN4X NLRP1 NLRP3 NNT NODAL NONO NOP10 NOTCH2 NOTCH3 NPAP1 NPHP1 NPHS1 NPM1 NR0B1 NR1H4 NR2E3 NR2F2 NR3C1 NR3C2 NR4A2 NR5A1 NRAS NRL NRTN NSD1 NSD2 NSDHL NSMCE2 NSMCE3 NSMF NSUN2 NTN1 NUAK2 NUBPL NUP107 OCA2 OCRL OFD1 OPA1 ORAI1 OTX2 P4HA2 PALB2 PALLD PAPPA2 PAPSS2 PARN PAX4 PAX8 PCARE PCBD1 PCNT PCSK1 PDE11A PDE4D PDE6A PDE6B PDE6D PDE6G PDE8B PDGFB PDGFRB PDHA2 PDPN PDX1 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PGM1 PHEX PHF21A PHF6 PHGDH PHKA2 PHKG2 PHOX2A PI4KA PIBF1 PIEZO1 PIGA PIGF PIGP PIGQ PIGT PIK3C2A PIK3CA PIK3R1 PITX2 PKD1 PKD2 PLAA PLAG1 PLAGL1 PLCB1 PLCD1 PLCG2 PLCH1 PLEKHM1 PLIN1 PLVAP PLXND1 PMFBP1 PMM2 PMS1 PMS2 PNKP PNLDC1 PNPLA2 PNPLA6 POC1A POF1B POLA1 POLD1 POLE POLG POLG2 POLR1B POLR1C POLR1D POLR3A POLR3B POLR3GL POLR3H POLR3K POMC POMGNT1 POR POU1F1 POU2AF1 POU3F4 PPARG PPM1B PPOX PPP1R15B PPP1R3A PPP2R3C PRCD PRDM13 PRDM16 PREPL PRIM1 PRKACA PRKAR1A PRKCD PRKCZ PRLR PRMT7 PROK2 PROKR2 PROM1 PROP1 PRORP PRPF3 PRPF31 PRPF4 PRPF6 PRPF8 PRPH2 PRPS1 PRSS1 PRSS2 PRTN3 PSMB8 PSMC3IP PSMD12 PSTPIP1 PTCH1 PTCH2 PTDSS1 PTEN PTF1A PTH PTH1R PTPN1 PTPN11 PTPN22 PTRH2 PUF60 PUS1 PWAR1 PWRN1 PYGL QRSL1 RAB18 RAB23 RAB3GAP1 RAB3GAP2 RABL3 RAC1 RAD21 RAD51 RAD51C RAF1 RAG1 RAG2 RAI1 RASA2 RASGRP1 RBM28 RBP3 RCBTB1 RDH12 RECQL4 REEP6 RERE RET RETN REV3L RFC2 RFWD3 RFX6 RGR RHO RIN2 RIT1 RLBP1 RMRP RNASEH2A RNASEH2B RNASEH2C RNF113A RNF125 RNF212 RNF216 RNPC3 RNU4ATAC RNU7-1 ROBO1 ROM1 RORC RP1 RP1L1 RP2 RP9 RPE65 RPGR RPGRIP1L RPL10 RPL10L RPS20 RRAS RRAS2 RREB1 RRM2B RTEL1 RTL1 SAA1 SAG SALL1 SAMD9 SAMHD1 SARS2 SASH1 SASH3 SBDS SCAPER SCARB2 SCLT1 SCN1A SCN1B SCN2A SCN4A SCNN1A SCNN1B SCNN1G SCP2 SDCCAG8 SDHA SDHAF2 SDHB SDHC SDHD SEC23B SEC24C SECISBP2 SEMA3A SEMA3C SEMA3D SEMA3E SEMA4A SEMA4D SERPINA6 SETBP1 SETD2 SGPL1 SH2B1 SHH SHOC1 SHROOM4 SIK1 SIK3 SIL1 SIM1 SIN3A SIX1 SIX2 SIX3 SIX6 SKI SKIC2 SKIC3 SLC12A1 SLC12A3 SLC12A5 SLC16A1 SLC16A2 SLC19A2 SLC25A11 SLC25A13 SLC25A22 SLC25A36 SLC25A4 SLC26A3 SLC26A4 SLC29A3 SLC2A2 SLC30A8 SLC32A1 SLC34A1 SLC34A3 SLC35A2 SLC37A4 SLC39A4 SLC3A1 SLC40A1 SLC4A2 SLC5A2 SLC5A5 SLC6A17 SLC7A14 SLC7A7 SLCO2A1 SLF2 SLX4 SMAD4 SMARCA4 SMARCAL1 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMC5 SMCHD1 SMO SMPD1 SMPD4 SNAP29 SNORD115-1 SNORD116-1 SNRNP200 SNRPN SOCS1 SOHLH1 SOS1 SOS2 SOST SOX10 SOX11 SOX2 SOX3 SOX4 SOX6 SOX9 SP110 SPAG17 SPATA7 SPEN SPI1 SPIB SPIDR SPINK1 SPOP SPRED2 SPRTN SPRY4 SPTBN1 SQSTM1 SRA1 SRCAP SRD5A2 SRD5A3 SREBF1 SRGAP1 SRP54 SRPX2 SRY STAG2 STAG3 STAR STAT1 STAT3 STAT5B STAT6 STEAP3 STIL STK11 STOX1 STRADA STS STUB1 STX16 STX1A SUFU SUGCT SUN5 SUPT16H SVBP SYCE1 SYCP3 TAC3 TACR3 TAF13 TAF4B TANGO2 TBC1D20 TBC1D24 TBC1D7 TBCE TBCK TBL1X TBL2 TBX1 TBX19 TBX2 TBX3 TCF12 TCF4 TCF7L2 TCOF1 TCTN1 TCTN2 TCTN3 TDGF1 TDO2 TDRD9 TERB1 TERB2 TERC TERT TEX11 TEX14 TEX15 TF TFAP2A TFE3 TFR2 TG TGFB1 TGFBR2 TGIF1 THOC2 THRA THRB TIAM1 TIMMDC1 TINF2 TKT TLR8 TMCO1 TMEM126B TMEM127 TMEM138 TMEM216 TMEM218 TMEM231 TMEM237 TMEM270 TMEM67 TNFSF15 TNPO3 TNRC6B TNXB TOGARAM1 TOM1 TONSL TOPORS TP53 TP63 TPO TRAF3IP1 TRAF7 TRAPPC11 TRAPPC9 TREX1 TRH TRHR TRIM32 TRIM8 TRIP13 TRIP4 TRMT10A TRPV6 TSC1 TSC2 TSHB TSHR TTC26 TTC7A TTC8 TTPA TTR TUB TUBA1A TUBB2B TUBB3 TULP1 TWNK TXNRD2 TYMP TYMS UBE2T UBE4B UBR1 UBR7 UCP2 UFD1 USB1 USF3 USH2A USP48 USP7 USP8 USP9X VAMP7 VANGL1 VANGL2 VAX1 VDR VHL VIPAS39 VPS13B VPS33B VPS35L VPS37D VPS4A VSX1 WAS WASHC5 WDPCP WDR11 WDR26 WDR4 WFS1 WIPF1 WNK1 WNK4 WNT3 WNT4 WRAP53 WRN WT1 WWOX XPA XPC XRCC2 XRCC4 YARS2 YIPF5 YRDC YY1 ZBTB20 ZFAT ZFP57 ZFPM2 ZFYVE26 ZIC2 ZMPSTE24 ZMYND15 ZNF148 ZNF408 ZNF423 ZNF513 ZNF526 ZNF668 ZNRF3 ZSWIM6 ZSWIM7 HP_ABNORMALITY_OF_THE_EPIPHYSES_OF_THE_DISTAL_PHALANX_OF_FINGER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_EPIPHYSES_OF_THE_DISTAL_PHALANX_OF_FINGER ARSL BMPR1B GDF5 MRPS28 SRCAP TRPS1 HP_ABNORMALITY_OF_THE_EPIPHYSES_OF_THE_FEET https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_EPIPHYSES_OF_THE_FEET ARSL COL9A1 COL9A2 COL9A3 EIF2AK3 MATN3 TBC1D2B HP_ABNORMALITY_OF_THE_EPIPHYSES_OF_THE_PROXIMAL_PHALANGES_OF_THE_HAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_EPIPHYSES_OF_THE_PROXIMAL_PHALANGES_OF_THE_HAND GDF5 IHH NPR3 RAB23 TRPS1 HP_ABNORMALITY_OF_THE_EXTRAOCULAR_MUSCLES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_EXTRAOCULAR_MUSCLES COL25A1 KIF21A LIG3 MATR3 PHOX2A POLG RRM2B TUBA1A TUBB2B TUBB3 TYMP ZFHX4 HP_ABNORMALITY_OF_THE_EXTRINSIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_EXTRINSIC_PATHWAY AHCY ALG12 ALG6 ALG8 B4GALT1 DPAGT1 DPM1 DPM2 F7 GGCX MGAT2 MPI PGM1 PMM2 SERPINC1 SLC37A4 SRD5A3 VKORC1 HP_ABNORMALITY_OF_THE_FALX_CEREBRI https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_FALX_CEREBRI ABCC6 ATN1 CDON COL11A1 DDR2 DISP1 DLL1 FGF8 FGFR1 FOXH1 GAS1 GLI2 NDE1 NODAL PLCH1 PTCH1 SHH SIX3 SMC1A STAG2 STIL SUFU TDGF1 TGIF1 ZIC2 ZSWIM6 HP_ABNORMALITY_OF_THE_FEMALE_GENITALIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_FEMALE_GENITALIA ACTB ADH5 AGPAT2 AKT1 AKT2 ALG9 ALMS1 ANOS1 ANTXR2 APC AR ARHGAP31 ARID1B ARL6 ARVCF ATIC ATM ATR AURKA AXIN1 AXIN2 B3GLCT BARD1 BAX BAZ1B BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCL7B BCOR BMP15 BMPR1A BMPR1B BNC1 BRAF BRCA1 BRCA2 BRD4 BRIP1 BSCL2 BUB1 BUB1B BUB3 BUD23 C14orf39 CAPN15 CASZ1 CAV1 CAVIN1 CBX2 CCDC141 CCDC28B CCND1 CCNQ CD96 CDC45 CDC6 CDC73 CDH1 CDKN1B CDKN2A CDT1 CEP152 CEP19 CEP290 CEP57 CFAP418 CHD7 CHEK2 CHRM3 CHRNG CIDEC CLEC7A CLIP2 CLPP COL1A1 COL3A1 COL4A5 COL4A6 COL5A1 COL5A2 COL7A1 COMT COQ6 CORIN COX7B CPLX1 CTBP1 CTC1 CTCF CTNNB1 CXCR4 CYB5A CYP11A1 CYP11B1 CYP17A1 CYP19A1 DACT1 DCAF17 DCC DDB1 DHCR24 DHCR7 DHH DHX37 DICER1 DKC1 DLC1 DLL3 DMRT1 DMRT3 DNAJC30 DUSP6 DVL1 DVL3 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 ECEL1 EIF4H ELN EP300 EPCAM ERAL1 ERBB2 ERCC4 ESCO2 ESR1 ESR2 EVC EVC2 EWSR1 F7 FAN1 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FDXR FEZF1 FGF10 FGF17 FGF20 FGF8 FGFR1 FGFR2 FGFR3 FGFRL1 FH FIG4 FIGLA FKBP6 FLCN FLI1 FLRT3 FLT1 FOS FOXE1 FOXF1 FOXL2 FRAS1 FREM1 FREM2 FSHR FZD2 GABRD GAD1 GATA2 GATA3 GATA4 GFRA1 GLI1 GLI3 GMNN GNAS GNB2 GNRH1 GNRHR GP1BB GREB1L GREM1 GRIP1 GTF2I GTF2IRD1 GTF2IRD2 HARS2 HCCS HDAC8 HERC2 HES7 HESX1 HFM1 HIRA HNF1A HNF1B HNRNPR HOXA13 HOXD13 HS6ST1 HSD3B2 HSPG2 HYLS1 HYMAI IDH1 IDH2 IFT172 IFT27 IFT74 IFT80 IL10RB IL17F IL17RA IL17RC IL17RD INSR INTU IPO8 IRF6 ISL1 ITGA8 JAK3 JMJD1C KAT6B KCNAB2 KEAP1 KIF14 KIF7 KISS1 KISS1R KLLN KRAS LARS2 LEP LEPR LETM1 LFNG LHB LIG4 LIMK1 LIPE LMNA LMNB2 LONP1 LRP2 LUZP1 LZTFL1 LZTR1 MAD1L1 MAD2L2 MAGEL2 MAMLD1 MAP3K1 MBD4 MCC MCM8 MDM2 MED25 MESP2 METTL27 MID1 MINPP1 MKKS MKRN3 MKS1 MLH1 MLH3 MLXIPL MMP14 MMP2 MMP23B MNX1 MOGS MRE11 MRPS22 MSH2 MSH3 MSH4 MSH5 MSH6 MSX1 MT-CYB MTM1 MYC MYH3 MYRF NAB2 NBN NCF1 NDN NDNF NDP NDUFB11 NF2 NHLH2 NHP2 NIN NIPBL NOBOX NOP10 NPAP1 NPHP1 NPM1 NR0B1 NR2F2 NR3C1 NR5A1 NRAS NSD2 NSMF NSUN2 NTHL1 NUP107 NXN OCA2 OFD1 OPCML ORC1 ORC4 ORC6 PALB2 PALLD PANX1 PARN PATL2 PAX3 PAX6 PCNT PDE11A PDE4D PDGFRL PDPN PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PHGDH PHKA2 PHKB PHKG2 PI4KA PIGN PIK3CA PIK3R1 PLA2G2A PLAGL1 PLG PLIN1 PMM2 PMS1 PMS2 POC1A POLD1 POLE POLR1B POLR1C POLR1D POLR3H POR PORCN PPARG PPP1R12A PPP2R1A PPP2R3C PRDM16 PRKACA PRKACB PRKAR1A PRKCZ PRKN PRLR PROK2 PROKR2 PSMC3IP PTCH1 PTEN PTPN11 PTPN12 PTPRJ PWAR1 PWRN1 RAB18 RAB3GAP1 RAB3GAP2 RABL3 RAC3 RAD21 RAD50 RAD51 RAD51C RAD51D RAD54B RARB RBM8A RECQL4 RELA RERE RET RFC2 RFWD3 RIPK4 RIPPLY2 RNF43 RNU12 ROR2 RPS20 RPS6KA3 RREB1 RSPO1 RSPO2 RTEL1 SALL1 SALL4 SCAPER SCLT1 SDCCAG8 SDHB SDHC SDHD SEC23B SEC24C SEMA3A SEMA3E SEMA4A SETBP1 SETD2 SF3B4 SIM1 SKI SLC25A24 SLC35A2 SLC37A4 SLC6A17 SLX4 SMAD3 SMAD4 SMARCA2 SMARCB1 SMC1A SMC3 SMCHD1 SNORD115-1 SNORD116-1 SNRPN SOHLH1 SOX10 SOX11 SOX3 SOX9 SPECC1L SPEN SPIDR SPINT2 SPRED1 SPRY4 SRC SRD5A2 SRY STAG3 STAT6 STK11 STOX1 STRA6 STX1A TAC3 TACR3 TALDO1 TBC1D20 TBL2 TBX1 TBX15 TBX3 TBX6 TCOF1 TCTN3 TERC TERT TGFBR1 TGFBR2 THOC6 TINF2 TLR2 TMEM270 TNXB TOE1 TP53 TP63 TRAF3IP2 TRAIP TRIM32 TRIP13 TRPV6 TSC1 TSC2 TTC8 TUBB8 TWIST2 TXNDC15 TYMS UBE2T UBE3B UBE4B UBR1 UFD1 USB1 USF3 VAC14 VAMP7 VPS37D WDPCP WDR11 WDR35 WEE2 WNT10A WNT3 WNT4 WNT5A WNT7A WNT7B WNT9B WRAP53 WRN WT1 WWOX XRCC2 ZEB2 ZFPM2 ZFTA ZMYM2 ZPR1 ZSWIM7 HP_ABNORMALITY_OF_THE_FIFTH_METATARSAL_BONE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_FIFTH_METATARSAL_BONE CDC42BPB FLNA GNAS HEPHL1 HOXD13 IQCE RIPK4 TCF4 HP_ABNORMALITY_OF_THE_FIRST_METATARSAL_BONE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_FIRST_METATARSAL_BONE ABCC9 ACVR1 CANT1 EP300 FGFR1 FGFR2 FIG4 HOXA13 NEK1 TTC26 TWIST1 VAC14 VPS35L HP_ABNORMALITY_OF_THE_FONTANELLES_OR_CRANIAL_SUTURES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_FONTANELLES_OR_CRANIAL_SUTURES AARS1 AASS ABCC8 ACE ACTA1 ACTB ACTG1 ADAMTS2 ADAMTS3 ADAMTSL1 ADARB1 ADSL AFF4 AGO2 AGT AGTR1 AHDC1 AIFM1 AKT1 ALDH18A1 ALG1 ALG8 ALG9 ALPL ALX4 AMER1 ANKRD11 ANTXR1 APC2 ARID2 ARVCF ARX ASPA ASXL1 ASXL3 ATIC ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 ATP7A ATR ATRIP ATRX B3GALT6 B3GAT3 B3GLCT B4GALT7 BANF1 BCL11B BICRA BMP1 BMP4 BMPER BPNT2 CAMSAP1 CARS1 CASZ1 CAV1 CBFB CCBE1 CCDC134 CCDC22 CCNQ CDC45 CDC6 CDH11 CDK8 CDKN1C CDT1 CENPE CENPJ CEP120 CEP152 CEP57 CHD4 CHD5 CHST14 CHST3 CHUK CLCN3 CLCN7 COG4 COL11A1 COL11A2 COL1A1 COL1A2 COL25A1 COLEC10 COLEC11 COMT COX5A CREB3L1 CREBBP CRTAP CTCF CTSD CTSK CWC27 CYP26B1 CYP27B1 CYP2R1 DCHS1 DDB1 DDR2 DDX3X DDX6 DIAPH1 DICER1 DLK1 DMP1 DNA2 DNMT3A DONSON DPF2 DPH1 DPH2 DPYSL5 DSE DUOX2 DUOXA2 DVL1 EBP EFEMP2 EFNB1 ELN ENPP1 EP300 ERCC1 ERCC2 ERCC3 ERCC5 ERCC6 ERF ERMARD ESCO2 ETFA ETFB ETFDH EXOC8 EXTL3 FAM111A FAM20C FAT4 FBLN5 FBN1 FGFR1 FGFR2 FGFR3 FIG4 FKBP10 FLNA FLNB FOXE1 FOXG1 FREM1 GABRD GCK GH1 GJA1 GJA5 GJA8 GLI3 GLIS3 GMNN GNPAT GNPTAB GORAB GP1BB GPC3 GPC4 GPC6 GPX4 GRB10 GTF2E2 GTF2H5 H19 H3-3B H4C9 HDAC4 HERC1 HESX1 HIRA HNF1B HNRNPK HNRNPU HOXD13 HPGD HRAS HSD17B4 HSPG2 HUWE1 HYMAI IFITM5 IFT122 IFT140 IFT43 IFT52 IGF2 IL11RA IL6ST INPPL1 INS INTU IPO8 IRX5 IYD JMJD1C KANSL1 KAT6A KCNAB2 KCNJ11 KCNQ1 KCNQ1OT1 KDELR2 KDM4B KDM5B KIF1A KIF7 KLF1 KLHL40 KLHL41 KPTN KRAS KRT14 KRT5 LEMD2 LHX1 LHX3 LHX4 LIG4 LMNA LMOD3 LMX1B LRP2 LRP5 LTBP1 LTBP4 LUZP1 MAF MAN2B1 MAP1B MAP3K7 MAPK1 MASP1 MED12 MEG3 MEGF8 MESD MID1 MMP14 MMP2 MMP23B MPDU1 MPLKIP MSX2 MTOR MTX2 MVK MYCN MYH3 NAA10 NARS2 NCAPG2 NDE1 NDUFAF3 NEB NEPRO NFASC NFIA NFIX NKX2-1 NKX2-5 NLRP3 NOTCH2 NOTCH3 NPHP3 NSD1 NSMCE3 NSRP1 NSUN2 NUP188 NUP85 ORC1 ORC4 ORC6 OTUD5 P3H1 P4HB PAM16 PAX8 PCDHGC4 PCGF2 PCNT PDGFRB PDPN PDX1 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PHEX PIEZO2 PIGA PIGO PIGQ PIGT PLAGL1 PLK4 PLOD2 POGZ POLA1 POLR3A POR POU1F1 PPFIBP1 PPIB PPP1CB PPP1R21 PPP2R1A PPP2R5D PPP3CA PRDM16 PRIM1 PRKCZ PRKG2 PROP1 PSAT1 PTCH1 PTDSS1 PTEN PURA PYCR1 RAB23 RAC3 RBBP8 RBM10 RECQL4 REN RERE RETREG1 RNF113A RNF125 RNU12 RNU4ATAC ROR2 RPS19 RPS6KA3 RREB1 RSPRY1 RTL1 RTTN RUNX2 SC5D SCARF2 SCN9A SCUBE3 SEC23A SEC24C SEC24D SETBP1 SETD1A SETD2 SH2B1 SH3PXD2B SHPK SIX2 SKI SLC12A6 SLC25A19 SLC25A24 SLC26A4 SLC2A10 SLC34A3 SLC35A2 SLC39A8 SLC5A5 SMAD3 SMAD6 SMARCD1 SMC3 SMG9 SMO SNX10 SON SOX9 SP7 SPECC1L SPEN SPTBN1 SRCAP STAT3 STXBP1 TALDO1 TANC2 TAPT1 TARS1 TBC1D24 TBCE TBCK TBX1 TCF12 TCIRG1 TENT5A TG TGFBR1 TGFBR2 THRA TLK2 TMCO1 TMEM216 TNFSF11 TOGARAM1 TPO TRAIP TRPV6 TSHB TSHR TWIST1 UBE4B UBR1 UFD1 USP7 VAC14 VARS1 VDR VPS35L WASHC5 WDR19 WDR35 WNK1 WNT5A WT1 YY1 ZEB2 ZFHX4 ZIC1 ZMPSTE24 ZNF292 ZNF462 ZNF699 ZSWIM6 HP_ABNORMALITY_OF_THE_FOOT_MUSCULATURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_FOOT_MUSCULATURE BIN1 BSCL2 DNM2 GNE HNRNPDL KLHL9 LMNA MTMR14 MYF6 MYH7 RYR1 HP_ABNORMALITY_OF_THE_FOREHEAD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_FOREHEAD AARS1 ABCC8 ABCC9 ABL1 ACAN ACER3 ACOX1 ACP5 ACTB ACTG1 ACTG2 ACTL6B ADA2 ADAM22 ADAMTS3 ADAMTSL1 ADARB1 ADAT3 ADK ADNP ADSL AFF4 AGO1 AGO2 AGPAT2 AGR2 AGRN AIFM1 AIP AKT3 ALDH18A1 ALDH6A1 ALG11 ALG9 ALPL ALX1 ALX3 ALX4 AMER1 AMMECR1 AMPD2 ANKLE2 ANKRD11 ANKRD17 ANTXR1 AP1G1 AP1S1 AP1S2 AP2M1 AP3B2 AP4B1 AP4E1 AP4M1 AP4S1 APC APC2 ARCN1 ARID1A ARID1B ARID2 ARNT2 ARV1 ARX ASH1L ASNS ASPM ASXL1 ASXL2 ASXL3 ATAD3A ATIC ATN1 ATP1A2 ATP1A3 ATP6AP1 ATP6AP2 ATP6V0A2 ATP6V1A ATP6V1B2 ATP7A ATR ATRX B3GALT6 B3GAT3 B3GLCT B4GALT7 B9D1 B9D2 BAP1 BAZ1B BCL7B BCORL1 BGN BICRA BMP1 BMP2 BMP4 BMPR1A BPNT2 BRAF BRCA1 BRCA2 BRD4 BRIP1 BRPF1 BRWD3 BSCL2 BUB1 BUB1B BUB3 BUD23 C12orf57 C2CD3 CA2 CACNA1A CACNA1B CACNA1C CACNA2D1 CAMK2B CAMK2G CAMKMT CAMSAP1 CAMTA1 CARS1 CASK CASZ1 CAV1 CAVIN1 CBFB CBL CC2D2A CCBE1 CCDC22 CCDC47 CCDC8 CCDC88A CCND2 CCNK CCNQ CDC42 CDC42BPB CDC6 CDH1 CDH11 CDH2 CDK19 CDK5 CDK5RAP2 CDK6 CDK8 CDKL5 CDKN1C CELF2 CENPE CENPJ CEP135 CEP152 CEP290 CEP57 CEP63 CHAT CHD1 CHD2 CHD3 CHD5 CHRNA7 CHST14 CHST3 CIT CITED2 CKAP2L CLCN3 CLCN7 CLIP2 CLP1 CLTC CNKSR2 CNOT1 CNOT3 COASY COG4 COG5 COG7 COL11A1 COL11A2 COL13A1 COL18A1 COL1A1 COL1A2 COL25A1 COL27A1 COL2A1 COL9A2 COLEC11 COPB2 COX4I1 COX5A COX7B CPLANE1 CPLX1 CPOX CPT2 CREBBP CRIPT CRPPA CRTAP CSGALNACT1 CSPP1 CTBP1 CTCF CTNND1 CTNS CTSD CTSK CTU2 CUL4B CUL7 CUX1 CWC27 CYFIP2 CYP27B1 CYP2R1 D2HGDH DALRD3 DCHS1 DDB1 DDR2 DDX11 DDX59 DDX6 DEAF1 DENND5A DHCR24 DHCR7 DHDDS DHX30 DIAPH1 DICER1 DIS3L2 DLK1 DLL3 DLX3 DLX4 DLX5 DMXL2 DNAJC30 DNM1 DNMT3A DOCK6 DOCK7 DPF2 DPH1 DPH2 DPH5 DPM1 DPM2 DPP9 DPYD DPYSL5 DSE DTYMK DVL1 DVL3 DYNC1H1 DYNC1I2 DYNC2H1 DYNC2I1 DYNC2I2 DYRK1A EBF3 EBP EDA EDA2R EDAR EDARADD EED EEF1A2 EFEMP2 EFNB1 EIF2S3 EIF4H EIF5A ELN EMC1 EMC10 EMG1 EP300 EPB41 EPB41L1 EPG5 ERCC1 ERCC2 ERCC4 ERCC5 ERCC6 ERF ERMARD ETFA ETFB ETFDH EXOC2 EXOSC1 EXOSC2 EXOSC5 EXT2 EXTL3 EZH2 FAM111A FAM149B1 FAM50A FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FARSB FAT4 FBLN5 FBN1 FBN2 FBXO11 FBXO28 FBXO31 FGD1 FGF12 FGF13 FGFR1 FGFR2 FGFR3 FGFRL1 FH FIG4 FKBP14 FKBP6 FKRP FKTN FLCN FLI1 FLII FLNA FLNB FLT4 FMR1 FOCAD FOS FOXC1 FOXG1 FOXP1 FRA10AC1 FRAS1 FREM1 FREM2 FRMD4A FRMPD4 FUCA1 FUT8 FZD2 FZR1 GABBR2 GABRA2 GABRA5 GABRB2 GABRD GABRG2 GALNT2 GATA1 GATA4 GATA5 GATA6 GATAD2B GCK GDF1 GDF11 GET4 GH1 GHR GJA1 GJA5 GJA8 GJB2 GJB6 GK GLB1 GLE1 GLI3 GMNN GMPPA GNAO1 GNB2 GNE GNPAT GNPTAB GNS GOLGA2 GON7 GPAA1 GPC3 GPC4 GPC6 GPKOW GPR101 GPT2 GRB10 GRIN1 GRIN2D GRM7 GTF2I GTF2IRD1 GTF2IRD2 GTPBP2 GYPC H1-4 H19 H3-3A H3-3B H4C5 H4C9 HBA1 HBA2 HBB HCN1 HDAC4 HDAC6 HDAC8 HEATR3 HECTD4 HECW2 HEPACAM HERC1 HERC2 HES7 HESX1 HIC1 HIVEP2 HK1 HMGA2 HNRNPH1 HNRNPK HNRNPU HOXB1 HOXD13 HRAS HS2ST1 HS6ST2 HSD17B4 HSPG2 HUWE1 HYOU1 IARS2 IDH1 IDUA IER3IP1 IFIH1 IFT122 IFT140 IFT43 IFT52 IFT57 IFT80 IFT81 IGBP1 IGF1 IGF2 IKBKG IL11RA IL2RA IL6ST INPP5E INPPL1 INS INSR INTS1 INTS8 INTU IPO8 IQSEC2 IRX5 ITCH ITGA3 JAG1 JARID2 KANSL1 KAT6A KAT6B KATNB1 KATNIP KCNA1 KCNA2 KCNAB2 KCNB1 KCNH1 KCNJ1 KCNJ11 KCNJ2 KCNJ5 KCNJ6 KCNJ8 KCNK4 KCNK9 KCNN3 KCNQ1 KCNQ1OT1 KCTD1 KDF1 KDM1A KDM4B KDM5B KDM5C KDM6B KDR KIAA0586 KIAA0753 KIDINS220 KIF11 KIF14 KIF26A KIF7 KIFBP KLF1 KMT2A KMT2B KMT2D KMT2E KMT5B KNL1 KNSTRN KPTN KRAS KREMEN1 KYNU LAGE3 LARGE1 LARP7 LARS1 LBR LEMD2 LEMD3 LETM1 LFNG LGI4 LHX3 LHX4 LIFR LIG4 LIMK1 LMBRD2 LMNB1 LMX1B LRP1 LRP2 LRP4 LRP5 LRPPRC LTBP4 LUZP1 LZTR1 MAB21L1 MAB21L2 MAD1L1 MAD2L2 MADD MAF MAGEL2 MAN1B1 MAN2B1 MAN2C1 MAP1B MAP2K1 MAP2K2 MAP3K7 MAPK1 MAPKAPK5 MAPRE2 MARS2 MBD5 MBTPS1 MBTPS2 MCM7 MCPH1 MDH1 MED12 MED12L MED13L MED25 MED27 MEF2C MEG3 MEGF8 MEIS2 MEN1 MESP2 METTL27 METTL5 MFSD2A MGP MID1 MITF MKRN3 MKS1 MLXIPL MMACHC MMP2 MMP23B MN1 MOCS1 MOCS2 MPDZ MRAS MSX2 MTM1 MTOR MTSS2 MTX2 MYH3 MYO18B MYO9A MYOD1 NAA10 NAA20 NAB2 NALCN NANS NARS1 NARS2 NBAS NBN NCAPD2 NCAPD3 NCAPG2 NCAPH NCF1 NDE1 NECAP1 NELFA NEPRO NEU1 NEUROD2 NEXMIF NF1 NFIA NFIB NFIX NFKBIA NGLY1 NHEJ1 NIPA1 NIPA2 NIPBL NKX2-5 NKX2-6 NLRP3 NONO NOTCH2 NOTCH3 NOVA2 NPAP1 NPHP3 NPR2 NRAS NRCAM NSD1 NSD2 NSRP1 NSUN2 NTNG2 NTRK2 NUDT2 NUP107 NUP133 NUP188 NUP37 NUS1 NXN OBSL1 OCLN OCRL ODC1 OFD1 OPHN1 ORAI1 ORC1 OSGEP OTUD5 P4HB P4HTM PACS1 PACS2 PAFAH1B1 PAH PAK1 PAK3 PALB2 PAM16 PARS2 PCDHGC4 PCGF2 PCNT PDCD6IP PDE4D PDE6D PDGFRB PDHA1 PDPN PDX1 PEPD PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PGAP1 PHC1 PHEX PHF8 PHGDH PHIP PIGA PIGB PIGG PIGK PIGL PIGN PIGP PIGQ PIGS PIGT PIGU PIGY PIK3C2A PIK3CA PIK3CD PIK3R1 PIK3R2 PITX2 PKDCC PLA2G6 PLAG1 PLCH1 PLK4 PMM2 PNKP PNPLA6 POC1A POGZ POLE POLR1B POLR1C POLR1D POLR2A POLR3A POMT1 POMT2 POR POU1F1 POU4F1 PPARG PPFIBP1 PPM1B PPM1D PPP1CB PPP1R15B PPP1R21 PPP2CA PPP2R1A PPP2R3C PPP2R5D PPP3CA PRDM13 PRDM16 PRDX1 PREPL PRIM1 PRKACB PRKAR1B PRKCZ PRKD1 PRKDC PRMT7 PROP1 PRPS1 PRUNE1 PSAT1 PSPH PTCH1 PTCH2 PTDSS1 PTEN PTH1R PTHLH PTPN11 PUF60 PUM1 PURA PUS7 PWAR1 PWRN1 PYCR1 PYCR2 QARS1 RAB18 RAB39B RAB3GAP1 RAB3GAP2 RAD21 RAD51 RAD51C RAF1 RAI1 RALA RALGAPA1 RARS2 RASA2 RBBP8 RBL2 RBM10 RBM8A RECQL4 RELN RERE RFC2 RFWD3 RFX7 RHOBTB2 RIN2 RIPPLY2 RIT1 RLIM RMRP RNF113A RNF125 RNF13 RNF135 RNPC3 RNU12 RNU4ATAC ROBO1 ROR2 RPGRIP1 RPGRIP1L RPL10 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS6KA3 RPS7 RRAS RRAS2 RRP7A RSPO2 RSPRY1 RTL1 RTTN RUNX2 RYR1 RYR3 SALL4 SARS1 SASS6 SATB1 SATB2 SC5D SCN1A SCN1B SCN2A SCN3A SCN4A SCN8A SCNM1 SCUBE3 SCYL2 SEC23A SEC24D SEPSECS SERPINH1 SETBP1 SETD1A SETD2 SETD5 SH2B1 SH3PXD2B SHOC2 SHPK SIK1 SIK3 SIM1 SIN3A SIX2 SIX6 SKI SKIC2 SKIC3 SLC12A2 SLC12A6 SLC13A5 SLC16A2 SLC18A3 SLC1A2 SLC1A3 SLC25A1 SLC25A12 SLC25A19 SLC25A22 SLC25A24 SLC25A46 SLC26A2 SLC2A1 SLC32A1 SLC34A3 SLC35C1 SLC38A3 SLC39A13 SLC3A1 SLC5A7 SLC6A1 SLC6A8 SLC9A7 SLX4 SMAD2 SMAD3 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMC5 SMG8 SMG9 SMO SMOC1 SMPD4 SNAP25 SNORD115-1 SNORD116-1 SNRPN SNX10 SNX14 SON SOS1 SOS2 SOST SOX11 SOX2 SOX4 SOX5 SOX6 SOX9 SP7 SPATA5L1 SPECC1L SPEN SPOP SPRED2 SPRTN SPTA1 SPTB SPTBN1 SRC SRCAP STAG2 STAMBP STAT3 STAT5B STAT6 STEEP1 STIL STIM1 STRADA STT3A STX1A STXBP1 SUFU SUMF1 SUOX SUPT16H SUZ12 SVBP SYNGAP1 SYNJ1 SYT1 SYT2 SZT2 TAB2 TAF1 TAF13 TAF6 TAFAZZIN TAOK1 TAPT1 TASP1 TBC1D20 TBC1D24 TBC1D7 TBCD TBCE TBCK TBL1XR1 TBL2 TBX1 TBX15 TBX2 TBX4 TCEAL1 TCF12 TCF20 TCF4 TCIRG1 TCOF1 TCTN1 TCTN2 TCTN3 TECPR2 TENT5A TET3 TFAP2A TFAP2B TGFB1 THOC2 THOC6 THSD1 THUMPD1 TIMM50 TMCO1 TMEM107 TMEM147 TMEM216 TMEM231 TMEM237 TMEM270 TMEM53 TMEM67 TMLHE TNPO2 TOE1 TOGARAM1 TONSL TOPORS TP53RK TP63 TRAF6 TRAK1 TRAPPC10 TRAPPC14 TRAPPC4 TRAPPC9 TRIM37 TRIM8 TRIO TRIP11 TRIP12 TRIP13 TRMT10A TRPM3 TRPS1 TRPV4 TRPV6 TRRAP TSEN15 TSEN2 TSEN34 TSEN54 TSPEAR TSR2 TTC26 TTC5 TTC7A TTI2 TUBG1 TUBGCP2 TUBGCP4 TUBGCP6 TWIST1 TWIST2 TXNDC15 UBA2 UBA5 UBE2A UBE2T UBE4B UBR7 UFC1 UGP2 UNC45A UNC80 UPF3B USB1 USP9X VAC14 VAMP1 VARS1 VDR VIPAS39 VPS13B VPS33A VPS33B VPS35L VPS37D VPS53 WAC WARS1 WASHC4 WASHC5 WBP11 WDR19 WDR35 WDR37 WDR4 WDR62 WDR73 WLS WNT4 WNT5A WWOX XRCC2 XRCC4 YWHAE YWHAG YY1 ZBTB18 ZBTB20 ZBTB7A ZC4H2 ZDHHC9 ZEB2 ZFHX4 ZFPM2 ZIC1 ZIC2 ZNF148 ZNF292 ZNF335 ZNF462 ZNF526 ZNF699 ZNF711 ZNHIT3 ZPR1 ZSWIM6 HP_ABNORMALITY_OF_THE_FOURTH_METATARSAL_BONE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_FOURTH_METATARSAL_BONE CDC42BPB DCHS1 EZH2 FAT4 HDAC4 HEPHL1 LZTFL1 PEX7 PHYH PIGS PRMT7 RSPRY1 TCF4 ZNF407 HP_ABNORMALITY_OF_THE_FRONTAL_HAIRLINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_FRONTAL_HAIRLINE ABCC9 ADA2 ADARB1 ADNP AGPAT2 AIFM1 ALG11 ALX1 ALX3 ANKRD11 ANKRD17 APC2 ARID1A ARID1B ARID2 ARX ASH1L ASXL1 ATP6V1B2 BICRA BRCA1 BRD4 BSCL2 CAV1 CAVIN1 CCNK CDC42BPB CDH1 CDK5 CIT CLCN3 COG5 COG7 CPLX1 CPOX CREBBP CTBP1 CWC27 DEAF1 DHX30 DLX4 DOCK6 DOCK7 DPF2 DPH2 DPM2 EFNB1 EMC1 EP300 ERMARD FAT4 FGD1 FGFR2 FGFR3 FKRP FLNA FOS FRAS1 FREM2 FRMD4A GATA1 GDF11 GMPPA GNB2 H1-4 H3-3A H4C5 HDAC8 HEATR3 HS2ST1 HSPG2 HYOU1 IFIH1 IGF1 INSR JARID2 KCNH1 KCNJ8 KCNN3 KDM1A KREMEN1 LETM1 LIG4 LMX1B LRP2 LRPPRC MAB21L1 MAN2B1 MAP3K7 MAPRE2 MED12 MED13L MEGF8 MEIS2 MID1 NANS NBN NELFA NEPRO NIPBL NOTCH2 NOVA2 NSD1 NSD2 NSUN2 NUDT2 PACS1 PEPD PEX1 PEX6 PGAP1 PIGG PIGK PIK3C2A POLR1B POLR1C POLR1D PPARG PPP1CB PPP1R15B PRDM13 PRKD1 RAB18 RAB3GAP2 RAD21 RALGAPA1 RBL2 RERE RHOBTB2 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 SATB1 SETD2 SETD5 SH2B1 SIN3A SLC12A6 SLC25A24 SLC35C1 SLC9A7 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMO SMPD4 SOS1 SOX11 SOX4 SPATA5L1 SPECC1L SPEN SPOP STAG2 STT3A SVBP SYT1 TAF6 TBC1D20 TBC1D24 TBL1XR1 TBX15 TBX2 TCF12 TCOF1 TECPR2 THOC6 TMCO1 TRIO TRMT10A TRPM3 TSR2 TTC5 TWIST1 TWIST2 UGP2 VPS13B VPS33A WNT4 XRCC4 ZC4H2 ZIC1 ZNF699 HP_ABNORMALITY_OF_THE_GALLBLADDER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_GALLBLADDER ABCB11 ABCB4 ABCG8 ACVRL1 AIRE ALAS2 ALDOA AMACR ANK1 ARSA ARVCF ASXL1 ATP8B1 B3GLCT BAZ1B BCL7B BLVRA BUD23 CALR CC2D2A CCDC47 CLIP2 CNOT1 COMT CPLX1 CTBP1 CYP27A1 CYP7A1 DHCR7 DMPK DNAJC30 EIF4H ELN ENG EPB41 EPB42 F5 FECH FKBP6 FOXF1 FUCA1 GATA6 GBA1 GCGR GDF2 GNE GP1BB GPI GPR35 GTF2I GTF2IRD1 GTF2IRD2 GYPC HBB HIRA HK1 HOXD13 IGHG2 IGKC INTU JAK2 JMJD1C KCNN4 KDM5C LETM1 LIMK1 MECP2 MED25 METTL27 MLXIPL MST1 NCF1 NELFA NR1H4 NSD2 PEX19 PFKM PIEZO1 PIGG PKHD1 PKLR PNPLA2 PSAP RFC2 RFX6 RREB1 SC5D SCNN1A SCNN1B SCNN1G SEC23B SEC24C SEMA4D SLC4A1 SMAD4 SMPD1 SON SPTA1 SPTB STK11 STX1A TBL2 TBX1 TCF4 TFE3 TMEM270 TPI1 UFD1 UQCRFS1 UROS VPS37D VPS4A HP_ABNORMALITY_OF_THE_GENITAL_SYSTEM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_GENITAL_SYSTEM AAGAB AARS1 AARS2 ABCA4 ABCD1 ABCD4 ABL1 ACTA1 ACTA2 ACTB ACTG2 ACTL9 ADA2 ADAMTS3 ADAR ADARB1 ADAT3 ADGRG2 ADH5 ADNP AEBP1 AFF4 AGA AGBL5 AGGF1 AGK AGPAT2 AHI1 AHR AHSG AIP AIRE AK7 AKAP3 AKR1C2 AKR1C4 AKT1 AKT2 ALDH18A1 ALDH1A2 ALG1 ALG12 ALG5 ALG8 ALG9 ALKBH8 ALMS1 ALOX12B ALOXE3 ALX4 AMACR AMH AMHR2 ANAPC1 ANAPC7 ANGPT2 ANK1 ANKLE2 ANKRD11 ANOS1 ANTXR1 ANTXR2 AP1S2 APC APC2 AR ARCN1 ARHGAP31 ARHGEF18 ARID1A ARID1B ARID2 ARL2BP ARL3 ARL6 ARL6IP6 ARMC2 ARMC5 ARNT2 ARSL ARVCF ARX ASH1L ASTL ASXL3 ATAD3A ATIC ATM ATN1 ATP5F1A ATP5F1D ATP5F1E ATP5MK ATP6AP2 ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 ATP7B ATPAF1 ATPAF2 ATR ATRX ATXN8OS AURKA AURKC AUTS2 AXIN1 AXIN2 AXL B3GALNT2 B3GLCT B4GALNT1 B4GALT7 B4GAT1 B9D1 B9D2 BAP1 BARD1 BAX BAZ1B BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCL10 BCL7B BCOR BCS1L BDNF BEST1 BICC1 BICRA BIN1 BLM BLOC1S3 BLOC1S5 BLTP1 BMP15 BMP2 BMP4 BMP6 BMPR1A BMPR1B BNC1 BPTF BPY2 BRAF BRCA1 BRCA2 BRCC3 BRD4 BRDT BRF1 BRIP1 BRWD3 BSCL2 BTG4 BTK BTNL2 BUB1 BUB1B BUB3 BUD23 C11orf80 C14orf39 C2CD3 C2CD6 C4A CA4 CACNA1G CAMK2A CAMKMT CAMSAP1 CAPN15 CARS1 CASK CASP10 CASZ1 CATIP CATSPER1 CATSPER2 CAV1 CAVIN1 CBL CBX2 CC2D2A CCBE1 CCDC103 CCDC141 CCDC174 CCDC22 CCDC28B CCDC32 CCDC34 CCDC39 CCDC40 CCDC62 CCDC65 CCDC8 CCN2 CCND1 CCNO CCNQ CCR1 CCR6 CD96 CDC14A CDC20 CDC42 CDC42BPB CDC45 CDC6 CDC73 CDCA7 CDH1 CDH11 CDH2 CDH23 CDHR1 CDK8 CDKL5 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CDON CDT1 CDY1 CDY2A CEACAM3 CEACAM6 CENPT CEP112 CEP120 CEP152 CEP164 CEP19 CEP290 CEP41 CEP57 CERKL CFAP221 CFAP251 CFAP298 CFAP300 CFAP410 CFAP418 CFAP43 CFAP44 CFAP45 CFAP47 CFAP52 CFAP58 CFAP65 CFAP69 CFAP70 CFAP74 CFAP91 CFTR CHD4 CHD7 CHEK2 CHP1 CHRM3 CHRNA3 CHRNG CHST14 CIDEC CILK1 CISD2 CITED2 CKAP2L CLCA4 CLCN3 CLCN4 CLDN2 CLEC7A CLIC2 CLIP2 CLMP CLP1 CLPP CLRN1 CNBP CNGA1 CNGB1 COG1 COG5 COL14A1 COL1A1 COL25A1 COL3A1 COL4A1 COL4A5 COL4A6 COL5A1 COL5A2 COL7A1 COLEC10 COLEC11 COMT COQ2 COQ6 CORIN COX7B CPE CPLANE1 CPLX1 CRB1 CREBBP CRPPA CRX CSPP1 CT55 CTBP1 CTC1 CTCF CTDP1 CTLA4 CTNNB1 CTNS CTU2 CUL4B CUL7 CUX1 CWC27 CXCR4 CYB5A CYP11A1 CYP11B1 CYP11B2 CYP17A1 CYP19A1 CYP21A2 DACT1 DAG1 DAZ1 DAZ2 DAZ3 DAZ4 DBH DCAF17 DCC DCHS1 DCLRE1C DCTN4 DCX DDB1 DDB2 DDX3X DDX3Y DDX59 DDX6 DGCR2 DGCR6 DGCR8 DHCR24 DHCR7 DHDDS DHH DHODH DHX37 DHX38 DIAPH1 DIAPH2 DICER1 DIS3L2 DISP1 DKC1 DLC1 DLK1 DLL1 DLL3 DLX4 DMPK DMRT1 DMRT3 DMXL2 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH10 DNAH11 DNAH17 DNAH2 DNAH5 DNAH7 DNAH8 DNAH9 DNAI1 DNAI2 DNAJB11 DNAJB13 DNAJC19 DNAJC21 DNAJC30 DNAJC6 DNAL1 DNAL4 DNALI1 DNHD1 DNM1L DNM2 DNMT3A DOCK8 DOK7 DPAGT1 DPF2 DPH2 DPM1 DPM2 DPP9 DPY19L2 DPYSL5 DRC1 DSE DTNBP1 DTYMK DUSP6 DVL1 DVL3 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYRK1A DZIP1 EBF3 EBP ECE1 ECEL1 EDEM3 EDNRA EED EFNB1 EHMT1 EIF2B1 EIF2B2 EIF2B3 EIF2B4 EIF2S3 EIF4H EIF5A ELN EMG1 EP300 EPCAM EPG5 EPHB2 ERAL1 ERAP1 ERBB2 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ERMARD ESCO2 ESR1 ESR2 ESS2 ETFA ETFB ETFDH EVC EVC2 EWSR1 EXT2 EYS EZH2 F10 F11 F13A1 F13B F2 F5 F7 F8 FAM111A FAM149B1 FAM161A FAN1 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FARS2 FARSB FAS FASLG FAT4 FBLN1 FBN1 FBXL4 FBXO43 FBXW7 FCGR2A FDFT1 FDXR FERMT1 FEZF1 FGA FGB FGD1 FGF10 FGF17 FGF20 FGF8 FGFR1 FGFR2 FGFR3 FGFRL1 FGG FH FIG4 FIGLA FIP1L1 FKBP6 FKRP FKTN FLCN FLG FLI1 FLNA FLNB FLRT3 FLT1 FLT4 FMR1 FOCAD FOS FOXA2 FOXC1 FOXE1 FOXF1 FOXH1 FOXJ1 FOXL2 FRAS1 FREM1 FREM2 FSCN2 FSHB FSHR FSIP2 FTO FUZ FXR1 FZD2 G6PC3 GABRD GAD1 GALC GALK1 GALT GANAB GAS1 GAS2L2 GAS8 GATA1 GATA2 GATA3 GATA4 GATA5 GATA6 GATAD2B GBA1 GBA2 GCLC GCM2 GCNA GDF1 GDF6 GDF9 GFM2 GFRA1 GGN GGPS1 GH1 GHR GJA1 GJA5 GJB2 GJB3 GJB4 GJC2 GK GLE1 GLI1 GLI2 GLI3 GLYCTK GMNN GMPPB GNA11 GNAO1 GNAS GNB2 GNRH1 GNRHR GP1BA GP1BB GP6 GP9 GPC3 GPC4 GPC6 GPR101 GPR161 GRB10 GREB1L GREM1 GRIA2 GRIA3 GRIN1 GRIN2B GRIP1 GRM7 GSC GSTM3 GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GUCA1B GUCY1A1 H1-4 H19 H4C11 H4C5 H4C9 H6PD HAMP HARS2 HBA1 HBA2 HBB HCCS HDAC4 HDAC8 HEATR3 HEPACAM HERC1 HERC2 HES7 HESX1 HEXB HFE HFM1 HGD HGSNAT HHAT HIBCH HID1 HIRA HJV HLA-B HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRB1 HMGA2 HMOX1 HNF1A HNF1B HNRNPH1 HNRNPK HNRNPR HOXA13 HOXD13 HPRT1 HPS4 HPS5 HPSE2 HRAS HS2ST1 HS6ST1 HSD17B3 HSD17B4 HSD3B2 HSF2BP HSFY1 HSPG2 HTRA2 HTT HUWE1 HYDIN HYLS1 HYMAI IDH1 IDH2 IDH3A IDH3B IER3IP1 IFIH1 IFNGR1 IFT140 IFT172 IFT27 IFT74 IFT80 IFT81 IFT88 IGBP1 IGF1 IGF2 IGHG2 IGKC IKZF1 IL10 IL10RB IL12A IL12A-AS1 IL17F IL17RA IL17RC IL17RD IL1RAPL1 IL23R IMPDH1 IMPG1 IMPG2 INPP5E INPP5K INPPL1 INSL3 INSR INTU INVS IPO8 IQCB1 IQCN IRF2BP2 IRF4 IRF5 IRF6 IRX5 ISL1 ITGA2B ITGA8 ITGB3 ITGB6 JAG1 JAK3 JAM3 JMJD1C KANSL1 KAT5 KAT6A KAT6B KATNIP KCNA1 KCNAB2 KCNH1 KCNJ6 KCNMA1 KCNN3 KCNN4 KCNQ1 KCNQ1OT1 KCNU1 KDM1A KDM3B KDM5B KDM5C KDM5D KDM6A KDM6B KDR KDSR KEAP1 KIAA0586 KIAA0753 KIAA1549 KIF14 KIF21A KIF7 KIFBP KISS1 KISS1R KIT KIZ KLF1 KLF6 KLHL10 KLHL15 KLHL40 KLHL41 KLHL7 KLLN KLRC4 KMT2A KMT2C KMT2D KMT2E KMT5B KPNA7 KRAS KRT5 LAMA5 LARGE1 LARP7 LARS2 LAS1L LEP LEPR LETM1 LFNG LGR4 LHB LHCGR LHX1 LHX3 LHX4 LIG3 LIG4 LIMK1 LIPE LMAN1 LMBR1 LMNA LMNB1 LMNB2 LMOD1 LMOD3 LMX1B LONP1 LRAT LRIG2 LRP2 LRPPRC LRRC56 LRRK2 LSM11 LSS LUZP1 LZTFL1 LZTR1 M1AP MAB21L1 MAB21L2 MAD1L1 MAD2L2 MADD MAF MAGEL2 MAK MAMLD1 MAP2K1 MAP2K2 MAP3K1 MAP3K7 MAPK1 MAPRE2 MASP1 MBD4 MBD5 MBTPS2 MC2R MCC MCFD2 MCIDAS MCM3AP MCM5 MCM8 MCM9 MCTP2 MDFIC MDM2 MECOM MECP2 MED11 MED12 MED12L MED13L MED25 MEFV MEG3 MEGF8 MEI1 MEIOB MEN1 MERTK MESP2 METTL23 METTL27 MGME1 MID1 MIF MINPP1 MKKS MKRN3 MKS1 MLH1 MLH3 MLXIPL MMP14 MMP2 MMP23B MNS1 MNX1 MOGS MOS MOV10L1 MPLKIP MRAP MRAS MRE11 MRPS22 MRPS28 MRPS7 MSH2 MSH3 MSH4 MSH5 MSH6 MSTO1 MSX1 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW MTM1 MTMR14 MTOR MUSK MXI1 MYC MYF6 MYH11 MYH3 MYH9 MYL11 MYLK MYMK MYMX MYOD1 MYRF NAA10 NAB2 NABP1 NAF1 NALCN NANOS1 NBEAL2 NBN NCF1 NDN NDNF NDP NDUFA6 NDUFA8 NDUFB11 NDUFB7 NDUFS4 NEB NECTIN1 NEDD4L NEK1 NEK10 NEK2 NELFA NEUROD2 NEXMIF NF1 NF2 NFIB NFIX NHLH2 NHP2 NIN NIPBL NKAP NKX2-1 NKX2-5 NKX2-6 NLRP2 NLRP3 NLRP5 NME5 NME8 NNT NOBOX NODAL NONO NOP10 NOTCH2 NOTCH3 NPAP1 NPHP1 NPHP3 NPHP4 NPM1 NR0B1 NR2E3 NR2F2 NR3C1 NR5A1 NRAS NRL NSD1 NSD2 NSMF NSUN2 NTHL1 NTN1 NUMA1 NUP107 NUP88 NXN OBSL1 OCA2 OCRL ODAD1 ODAD2 ODAD3 ODAD4 ODC1 OFD1 OGT OPA1 OPCML OPHN1 ORC1 ORC4 ORC6 OTUD5 OTUD6B OTX2 PACS1 PACS2 PADI6 PAFAH1B1 PAICS PALB2 PALLD PANX1 PAPSS2 PARK7 PARN PATL2 PAX2 PAX3 PAX6 PAX7 PBX1 PCARE PCNT PCSK1 PDE11A PDE4D PDE6A PDE6B PDE6D PDE6G PDGFB PDGFRL PDHA2 PDPN PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PGR PHACTR1 PHF21A PHF6 PHF8 PHGDH PHIP PHKA2 PHKB PHKG2 PHOX2A PI4KA PIEZO1 PIEZO2 PIGA PIGG PIGL PIGN PIGP PIGQ PIGS PIK3C2A PIK3CA PIK3R1 PINK1 PITX2 PKD1 PKD2 PLA2G2A PLAG1 PLAGL1 PLAU PLCZ1 PLG PLIN1 PLVAP PLXND1 PMFBP1 PML PMM2 PMS1 PMS2 PNKP PNLDC1 PNPLA6 POC1A PODXL POF1B POFUT1 POGLUT1 POLA1 POLD1 POLE POLG POLG2 POLR1B POLR1C POLR1D POLR3A POLR3B POLR3H POLR3K POMGNT1 POMGNT2 POMK POMT1 POMT2 POR PORCN POU1F1 POU3F3 PPARG PPFIBP1 PPM1B PPP1CB PPP1R12A PPP1R15B PPP2R1A PPP2R3C PQBP1 PRCD PRDM13 PRDM16 PREPL PRIM1 PRKACA PRKACB PRKACG PRKAR1A PRKCD PRKCZ PRKDC PRKN PRLR PRMT7 PROK2 PROKR2 PROM1 PROP1 PRORP PRPF3 PRPF31 PRPF4 PRPF6 PRPF8 PRPH2 PRPS1 PRRX1 PRTN3 PRY PRY2 PSENEN PSMB8 PSMC1 PSMC3IP PSMD12 PSPH PTCH1 PTCH2 PTDSS1 PTEN PTPN11 PTPN12 PTPN22 PTPRF PTPRJ PTRH2 PUF60 PWAR1 PWRN1 PYCR1 QRICH2 RAB18 RAB23 RAB3GAP1 RAB3GAP2 RABL3 RAC1 RAC3 RAD21 RAD50 RAD51 RAD51C RAD51D RAD54B RAF1 RAPSN RARA RARB RASA2 RASGRP1 RASGRP2 RBBP8 RBM10 RBM28 RBM8A RBMX RBMY1A1 RBP3 RCBTB1 RDH12 REC114 RECQL4 REEP6 RELA RERE RET REV3L RFC2 RFWD3 RFX7 RGR RHO RIN2 RIPK4 RIPPLY2 RIT1 RLBP1 RLIM RNASEH2A RNASEH2B RNASEH2C RNASEL RNF113A RNF135 RNF212 RNF216 RNF43 RNU12 RNU4ATAC RNU7-1 ROBO1 ROM1 ROR2 RORA RP1 RP1L1 RP2 RP9 RPE65 RPGR RPGRIP1 RPGRIP1L RPL10 RPL10L RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS4Y2 RPS6KA3 RPS7 RRAS RRAS2 RREB1 RRM2B RSPH1 RSPH3 RSPH4A RSPH9 RSPO1 RSPO2 RTEL1 RTL1 RTN2 RTTN RXYLT1 RYR1 SACS SAG SALL1 SALL4 SAMD9 SAMHD1 SATB2 SC5D SCAPER SCLT1 SCN1B SCN2A SCP2 SCUBE3 SCYL2 SDCCAG8 SDHB SDHC SDHD SEC23A SEC23B SEC24C SEMA3A SEMA3E SEMA4A SEPTIN12 SERPINA1 SERPINE1 SETBP1 SETD1A SETD2 SETD5 SF3B4 SGPL1 SHH SHOC1 SHOC2 SIAH1 SIK1 SIL1 SIM1 SIN3A SIX3 SIX6 SKI SKIC3 SLC11A1 SLC16A2 SLC18A3 SLC19A2 SLC25A10 SLC25A13 SLC25A22 SLC25A24 SLC26A2 SLC26A8 SLC26A9 SLC29A3 SLC2A3 SLC31A1 SLC32A1 SLC34A2 SLC35A2 SLC35D1 SLC37A4 SLC39A4 SLC3A1 SLC40A1 SLC6A14 SLC6A17 SLC7A14 SLC9A3 SLFN14 SLX4 SMAD3 SMAD4 SMARCA2 SMARCA4 SMARCAL1 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMCHD1 SMG8 SMO SMOC1 SMS SNAP29 SNCA SNORD115-1 SNORD116-1 SNRNP200 SNRPN SOHLH1 SOS1 SOS2 SOST SOX10 SOX11 SOX18 SOX2 SOX3 SOX4 SOX5 SOX9 SPAG1 SPAG17 SPATA16 SPATA7 SPECC1L SPEF2 SPEN SPIDR SPINK2 SPINT2 SPRED1 SPRED2 SPRTN SPRY4 SPTBN1 SQSTM1 SRA1 SRC SRCAP SRD5A2 SRY SSR4 SSX1 STAC3 STAG1 STAG3 STAR STAT3 STAT4 STAT5B STAT6 STEAP3 STK11 STK36 STOX1 STRA6 STRC STS STT3A STT3B STUB1 STX1A STXBP1 SUCLG1 SUFU SUN5 SUZ12 SYCE1 SYCP2 SYCP3 SYNE1 SYNGAP1 SYNJ1 TAC3 TACR3 TAF4B TAF6 TALDO1 TAPT1 TARS1 TASP1 TBC1D20 TBC1D24 TBCD TBCE TBCK TBL1X TBL1XR1 TBL2 TBX1 TBX15 TBX22 TBX3 TBX4 TBX6 TCF12 TCF4 TCOF1 TCTN1 TCTN2 TCTN3 TDGF1 TDRD9 TEKT3 TERB1 TERB2 TERC TERT TEX11 TEX14 TEX15 TFAP2A TFR2 TGDS TGFB1 TGFBR1 TGFBR2 TGIF1 THOC2 THOC6 THSD1 TIAM1 TINF2 TKT TLE6 TLR2 TLR4 TMCO1 TMEM107 TMEM216 TMEM231 TMEM237 TMEM270 TMEM63A TMEM67 TMEM70 TMEM94 TNFAIP3 TNFRSF1A TNRC6B TNXB TOE1 TOGARAM1 TONSL TOPORS TP53 TP63 TPM2 TPR TRAF3IP1 TRAF3IP2 TRAF7 TRAIP TRANK1 TREX1 TRIM32 TRIM8 TRIP13 TRIP4 TRMT10A TRPM3 TRPV6 TRRAP TSC1 TSC2 TSGA10 TSHB TSPY1 TSPYL1 TSR2 TTC12 TTC21A TTC29 TTC5 TTC8 TTI2 TTR TUB TUBA1A TUBB TUBB2B TUBB3 TUBB8 TULP1 TWIST1 TWIST2 TWNK TXNDC15 TXNRD2 TYMP TYMS UBA1 UBAC2 UBAP1 UBE2A UBE2T UBE3B UBE4B UBR1 UBR7 UCHL1 UFD1 UNG UPB1 UPF3B UQCC2 USB1 USF3 USH2A USP26 USP48 USP7 USP8 USP9X USP9Y VAC14 VAMP7 VANGL1 VCY VEGFC VHL VPS13B VPS13C VPS35L VPS37D VPS4A VPS50 VWF WAS WASHC5 WDPCP WDR11 WDR19 WDR35 WDR37 WDR62 WEE2 WFS1 WIPF1 WNT10A WNT3 WNT4 WNT5A WNT7A WNT7B WNT9B WRAP53 WRN WT1 WWOX XKRY XPA XPC XRCC2 XRCC4 XYLT2 YARS1 YWHAE YY1 ZBTB16 ZBTB20 ZDHHC9 ZEB2 ZFHX3 ZFHX4 ZFP36L2 ZFPM2 ZFTA ZIC2 ZMIZ1 ZMPSTE24 ZMYM2 ZMYND10 ZMYND15 ZNF408 ZNF513 ZNF699 ZNRF3 ZP1 ZP2 ZP3 ZPBP ZPR1 ZSWIM6 ZSWIM7 HP_ABNORMALITY_OF_THE_GINGIVA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_GINGIVA ABCA5 ABCC9 ADAMTS2 ADAMTS3 AEBP1 AFF3 AGA AIMP2 ALMS1 ANTXR2 AP3B1 ASXL3 ATG7 ATP6V1B2 B4GALT7 BAZ1B BCL7B BCOR BGN BLOC1S3 BLOC1S5 BUD23 C1R C1S CAT CCBE1 CD40LG CD96 CDKN1A CDKN1B CDKN2B CDKN2C CLIP2 CLPB CLTRN CNTNAP1 COL3A1 CTC1 CTSC CXCR4 CYBA CYBB CYBC1 DDR2 DHCR24 DHCR7 DKC1 DNAJC30 DNM1 DSP DVL1 DVL3 ECM1 EIF4H ELANE ELMO2 ELN ELOVL4 EMC1 EXTL3 F10 F13A1 F13B F2 F5 F7 F8 FAM20A FAM20C FAT4 FBXO28 FCGR2C FERMT1 FGA FGB FGF3 FGFR2 FGG FIG4 FIP1L1 FKBP6 FZD2 GBA1 GFI1 GJB2 GJB6 GLB1 GNAQ GNPTAB GORAB GP1BA GP1BB GP9 GPC3 GPC4 GTF2I GTF2IRD1 GTF2IRD2 GUSB HIVEP2 HPS1 HPS3 HYLS1 HYMAI IDS IDUA IER3IP1 IFNG IL18BP IL6ST INSR IRF2BP2 IRF9 ITGA2B ITGB2 ITGB3 JAK2 KCNH1 KCNJ6 KCNK4 KCNMA1 KCNN3 KIF1A KIF23 KIF7 KRT6A LBR LIMK1 LMAN1 LMNB1 LYST MAN2B1 MAP1B MBTPS2 MCFD2 MEN1 METTL27 MGAT2 MIA3 MLXIPL MMP14 MMP2 MPL MYD88 MYSM1 NABP1 NCF1 NCF2 NCF4 NEU1 NFIX NGF NHP2 NOP10 NOTCH2 NOTCH3 NPM1 NTRK1 NUMA1 NXN OCRL OSTM1 PARN PDGFRB PERP PIGA PIGN PIGS PLAGL1 PLEKHM1 PLG PML PRF1 PRKAR1A PRMT7 RACGAP1 RALGAPA1 RARA REST RFC2 RIN2 RMRP ROR2 RTEL1 SAMD9 SATB2 SBDS SC5D SCARB2 SERPINF2 SETBP1 SH3PXD2B SLC17A5 SLC29A3 SLC35C1 SLC37A4 SLC6A19 SMAD4 SOS1 SRP19 SRP54 STAT3 STAT5B STX1A TBC1D24 TBC1D2B TBCK TBL1XR1 TBL2 TCIRG1 TCTN3 TERC TERT TET2 TINF2 TMCO1 TMEM270 TRIM8 TRPV3 TSC1 TSC2 TWIST2 TYMS USB1 USP9X VAC14 VPS13B VPS37D WAS WDR26 WIPF1 WNT5A WRAP53 ZBTB16 ZEB2 ZNHIT3 HP_ABNORMALITY_OF_THE_GLABELLA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_GLABELLA ALX1 ASXL2 BICRA CPLX1 CTBP1 DLK1 DPM1 FBN1 FGFRL1 H4C5 INTS8 LETM1 LMBRD2 MEG3 NBAS NF1 NSD2 PUS7 RSPO2 RTL1 SPOP SPTBN1 TASP1 TMEM53 TP53RK ZSWIM6 HP_ABNORMALITY_OF_THE_GLENOID_FOSSA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_GLENOID_FOSSA DLK1 DYM LMX1B LYSET MEG3 ORC1 RTL1 SCARF2 HP_ABNORMALITY_OF_THE_HAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_HAND AAAS AAGAB ABCA12 ABCA3 ABCC6 ABCC8 ABCC9 ABCD1 ABL1 ACAN ACOX1 ACP5 ACSL4 ACTA1 ACTA2 ACTB ACTC1 ACTG1 ACTG2 ACTL6B ACTN2 ACVR1 ACVRL1 ADA2 ADAMTS10 ADAMTS2 ADAMTS3 ADAMTSL1 ADAMTSL2 ADAT3 ADGRG6 ADH5 ADNP AEBP1 AFF2 AFF3 AFF4 AGO2 AGPAT2 AGRN AHI1 AHSG AIFM1 AIP AK9 AKT1 AKT3 ALDH18A1 ALDH1A2 ALDH6A1 ALG12 ALG13 ALG14 ALG3 ALG6 ALG9 ALMS1 ALOX12B ALOXE3 ALS2 ALX1 ALX3 ALX4 AMER1 AMMECR1 ANAPC1 ANKLE2 ANKRD1 ANKRD11 ANKRD55 ANO5 ANTXR2 AP1B1 AP1G1 AP4M1 APC APC2 AQP5 ARCN1 ARHGAP31 ARHGEF2 ARID1A ARID1B ARID2 ARL13B ARL3 ARL6 ARMC9 ARPC4 ARSB ARSL ARVCF ARX ASAH1 ASNS ASPH ASPN ASXL1 ASXL2 ASXL3 ATAD1 ATG7 ATL1 ATL3 ATN1 ATP11A ATP13A2 ATP2A2 ATP2B1 ATP6V0A2 ATP6V1B2 ATP6V1E1 ATP7A ATP7B ATR ATRIP ATRX AUTS2 B3GALT6 B3GAT3 B3GLCT B4GALT7 B9D1 B9D2 BAG3 BAG5 BANF1 BAP1 BAZ1B BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCL7B BCOR BCORL1 BCR BGN BHLHA9 BICD2 BICRA BIN1 BLM BLTP1 BMP1 BMP15 BMP2 BMP4 BMP6 BMPR1A BMPR1B BNC1 BPNT2 BPTF BRAF BRAT1 BRCA1 BRCA2 BRD4 BRF1 BRIP1 BSCL2 BTRC BUB1 BUB1B BUB3 BUD23 C1R C2CD3 CACNA2D1 CADM3 CAMK2G CAMTA1 CANT1 CAP2 CAPN3 CARD14 CASK CAST CASZ1 CAV1 CAV3 CAVIN1 CBFB CBL CBS CBY1 CC2D2A CCBE1 CCDC22 CCDC28B CCDC32 CCDC47 CCDC8 CCDC88A CCN2 CCN6 CCND2 CCNK CCNQ CCR6 CD244 CD247 CD28 CD4 CD55 CD96 CDC42 CDC42BPB CDC45 CDC6 CDH11 CDH3 CDK10 CDK19 CDK5 CDKL5 CDKN1C CDSN CDT1 CENPE CENPJ CEP104 CEP120 CEP152 CEP19 CEP290 CEP41 CEP55 CEP57 CERS3 CFAP418 CFTR CHCHD10 CHD1 CHD4 CHD7 CHN1 CHRNA1 CHRNA7 CHRNB1 CHRND CHRNE CHRNG CHST11 CHST14 CHST3 CHSY1 CHUK CIB1 CIBAR1 CIC CIITA CILK1 CITED2 CKAP2L CLCF1 CLCN3 CLCN7 CLIC2 CLIP2 CLP1 CNOT1 CNOT2 CNOT3 CNTN1 CNTNAP1 COASY COG1 COG4 COG5 COG6 COG7 COG8 COL10A1 COL11A1 COL11A2 COL12A1 COL13A1 COL14A1 COL17A1 COL1A1 COL1A2 COL25A1 COL27A1 COL2A1 COL3A1 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 COL7A1 COL9A1 COL9A2 COL9A3 COLQ COMP COMT COPB1 COX14 COX4I1 COX7B CPLANE1 CPLX1 CPT2 CREBBP CRIPT CRKL CRLF1 CRPPA CRYAB CSGALNACT1 CSNK2A1 CSPP1 CSRP3 CST6 CSTA CTBP1 CTC1 CTCF CTDP1 CTLA4 CTNNB1 CTNND2 CTSB CTSC CTSD CTSK CTU2 CUL3 CUL4B CUL7 CWC27 CWF19L1 CYP26B1 CYP27A1 CYP4F22 DACT1 DCHS1 DCTN1 DDR2 DDX11 DDX59 DDX6 DEAF1 DES DGCR2 DGCR6 DGCR8 DHCR24 DHCR7 DHODH DHPS DHX30 DIS3L2 DKC1 DLG4 DLK1 DLL3 DLL4 DLX3 DLX4 DLX5 DLX6 DMD DMXL2 DNA2 DNAJC21 DNAJC30 DNM1L DNMT3A DOCK3 DOCK6 DOK7 DOLK DONSON DPAGT1 DPF2 DPH1 DPH2 DPH5 DPM1 DPP9 DPYD DPYS DPYSL5 DSC2 DSE DSG1 DSG2 DSP DST DVL1 DVL3 DYM DYNC1H1 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLT2B DYRK1A DYSF EBF3 EBP ECE1 ECEL1 EDA EDA2R EDN3 EDNRB EED EFEMP2 EFL1 EFNB1 EFTUD2 EGR2 EHMT1 EIF2AK3 EIF2AK4 EIF2S3 EIF4A3 EIF4H ELN EMC1 EMG1 EMILIN1 EN1 ENPP1 EOGT EP300 EPB41L1 EPS15L1 ERBB2 ERBB3 ERCC1 ERCC2 ERCC4 ERCC5 ERCC6 ERCC8 ESCO2 ESS2 EVC EVC2 EXOC6B EXOSC2 EXOSC5 EXOSC9 EXT1 EXT2 EXTL3 EZH2 FAM13A FAM149B1 FAM50A FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FARSA FAT4 FBLN1 FBLN5 FBN1 FBN2 FBXL3 FBXO11 FBXO28 FBXO38 FBXW11 FBXW4 FCGR2A FERMT1 FGD1 FGD4 FGF10 FGF16 FGF9 FGFR1 FGFR2 FGFR3 FGFRL1 FHL1 FHL2 FIBP FIG4 FKBP6 FKTN FLG FLI1 FLII FLNA FLNB FLNC FLT4 FLVCR1 FMR1 FN1 FOS FOXE3 FOXP1 FOXP2 FRA10AC1 FRAS1 FSHR FTO FTSJ1 FXN FZD2 G6PC3 GABBR2 GABRA3 GABRD GALNS GALNT2 GAN GARS1 GATA1 GATA2 GATA4 GATA5 GATA6 GATAD1 GATAD2B GBF1 GDAP1 GDF1 GDF5 GDNF GGCX GJA1 GJA5 GJA8 GJB1 GJB2 GJB3 GJB4 GJB6 GLA GLB1 GLDN GLE1 GLI1 GLI2 GLI3 GLYCTK GMNN GMPPA GNAI1 GNAO1 GNAS GNAS-AS1 GNB1 GNB2 GNE GNPTAB GNPTG GNS GON7 GORAB GP1BB GPC3 GPC4 GPKOW GPR101 GPR35 GPX4 GRB10 GRHL2 GRIK2 GRIN1 GRM7 GTF2I GTF2IRD1 GTF2IRD2 GTPBP2 GUSB GYG1 H19 H3-3A H3-3B H4C3 H4C5 H4C9 HACD1 HAND2 HARS1 HCCS HDAC4 HDAC6 HDAC8 HEATR3 HECTD4 HEPACAM HERC1 HERC2 HES7 HESX1 HEY2 HFE HHAT HIC1 HINT1 HIRA HIVEP2 HK1 HLA-DRB1 HMGA2 HNRNPA1 HNRNPDL HNRNPH1 HNRNPH2 HNRNPK HNRNPR HOXA11 HOXA13 HOXD13 HPGD HRAS HS2ST1 HSD17B4 HSPB1 HSPB3 HSPG2 HTT HUWE1 HYAL1 HYLS1 HYOU1 IARS1 IARS2 IDH1 IDS IDUA IFIH1 IFITM5 IFT122 IFT140 IFT172 IFT27 IFT43 IFT52 IFT57 IFT74 IFT80 IGF1 IGF1R IGF2 IGHMBP2 IHH IKBKG IL10 IL11RA IL21 IL2RA IL2RB IL6ST INF2 INPP5E INPP5K INPPL1 INSR INTU IPO8 IQCE IQSEC2 IRF5 IRF6 IRX5 ITCH ITGA7 ITGB4 ITGB6 ITPR3 IVNS1ABP JAG1 JARID2 JMJD1C JPH1 JPH2 JUP KANK2 KANSL1 KAT6A KAT6B KAT8 KATNB1 KATNIP KCNA1 KCNAB2 KCNE5 KCNH1 KCNJ11 KCNJ2 KCNJ5 KCNJ8 KCNK4 KCNK9 KCNMA1 KCNN3 KCTD1 KDF1 KDM1A KDM4B KDM5B KDM5C KDM6A KDM6B KDR KDSR KIAA0319L KIAA0586 KIAA0753 KIAA0825 KIDINS220 KIF15 KIF1A KIF21A KIF22 KIF5A KIF5C KIF7 KIFBP KIT KL KLF13 KLHL15 KLHL24 KLHL40 KLHL41 KLHL9 KLLN KMT2A KMT2B KMT2C KMT2D KMT2E KNSTRN KPTN KRAS KRT1 KRT10 KRT14 KRT16 KRT17 KRT2 KRT5 KRT6A KRT6B KRT6C KRT74 KRT83 KRT9 L1CAM LAGE3 LAMA3 LAMA4 LAMA5 LAMB2 LAMB3 LAMC2 LARGE1 LARS1 LAS1L LBR LDB3 LEMD3 LETM1 LFNG LHX3 LHX4 LIFR LIG3 LIG4 LIMK1 LMBR1 LMNA LMNB2 LMOD2 LMOD3 LMX1B LONP1 LORICRIN LOX LRBA LRP4 LRP5 LSS LTBP1 LTBP2 LTBP3 LTBP4 LUZP1 LZTFL1 LZTR1 MACROH2A1 MAD2L2 MADD MAF MAFB MAGEL2 MAN1B1 MAN2C1 MAP1B MAP2K1 MAP2K2 MAP3K20 MAP3K7 MAPK1 MAPK8IP3 MAPRE2 MAPT MARS1 MASP1 MAT2A MATN3 MATR3 MB MBD5 MBTPS1 MBTPS2 MCM3AP MCOLN1 MCTP2 MECOM MECP2 MED12 MED12L MED13L MED25 MEF2C MEFV MEG3 MEGF10 MEGF8 MEIS2 MEN1 MESP2 MET METTL27 MFAP5 MFN2 MGAT2 MGP MIA3 MIR140 MIR17HG MITF MKKS MKRN3 MKS1 MLXIPL MMP1 MMP14 MMP2 MMP23B MOGS MORC2 MPV17 MPZ MRAS MRPS22 MRPS28 MSH4 MSL3 MST1 MSX2 MT-TS1 MTFMT MTHFS MTM1 MTOR MTX2 MUC5B MUSK MYBPC1 MYBPC3 MYCN MYH11 MYH3 MYH6 MYH7 MYH8 MYL11 MYL2 MYLK MYMK MYMX MYOD1 MYPN MYSM1 NAA10 NAA20 NALCN NANS NARS1 NARS2 NBAS NCF1 NCKAP1L NDE1 NDN NDRG1 NDUFB11 NEB NECTIN1 NECTIN4 NEDD4L NEFL NEK1 NEK9 NELFA NEPRO NEUROD2 NEXMIF NEXN NF1 NFASC NFIX NFKBIL1 NGLY1 NHP2 NHS NIN NIPAL4 NIPBL NKAP NKX2-5 NKX2-6 NKX3-2 NLRP1 NLRP3 NOD2 NOG NONO NOP10 NOTCH1 NOTCH2 NPAP1 NPHP1 NPM1 NPR2 NPR3 NR2F1 NR5A1 NRAS NRTN NSD1 NSD2 NSDHL NSUN2 NTNG1 NTRK1 NUP107 NUP133 NUP188 NUP37 NUP85 NUP88 NXN OBSL1 OCA2 OCRL ODC1 OFD1 OGT OPA3 ORC1 ORC4 ORC6 OSGEP OTUD5 OTUD6B P3H1 P4HTM PACS1 PACS2 PAFAH1B1 PAH PAICS PAK3 PALB2 PAPPA2 PARN PAX1 PAX3 PCDHGC4 PCGF2 PCNT PCYT1A PDE3A PDE4D PDE6D PDGFRB PDHA1 PDK3 PDPN PDXK PEPD PERP PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PGAP2 PGAP3 PGM2L1 PHF21A PHF6 PHF8 PHGDH PHIP PHOX2A PHYH PI4KA PIBF1 PIEZO2 PIGA PIGB PIGF PIGG PIGH PIGL PIGN PIGO PIGP PIGQ PIGS PIGV PIGW PIGY PIK3C2A PIK3CA PIK3CD PIK3R1 PIK3R2 PITX1 PKDCC PKP1 PLAA PLAG1 PLEC PLEKHG5 PLK4 PLN PLOD1 PLOD3 PLXND1 PMM2 PMP22 PNKP PNPLA1 PNPLA2 PNPLA6 POC1A POFUT1 POGLUT1 POGZ POLA1 POLG POLR3A POLR3GL POLR3H POLRMT POMP POR PORCN POU1F1 PPARG PPCS PPM1D PPP1R15B PPP1R21 PPP2CA PPP2R1A PPP2R3C PPP3CA PQBP1 PRDM16 PRDM5 PRG4 PRIM1 PRKACA PRKACB PRKAR1A PRKAR1B PRKCZ PRKD1 PRKDC PRKG1 PRKG2 PRMT7 PROKR2 PROP1 PRR12 PRX PSEN1 PSEN2 PSENEN PSMB4 PSMB8 PSMB9 PSMC3IP PSMD12 PTCH1 PTCH2 PTDSS1 PTEN PTF1A PTH1R PTHLH PTPN11 PTPN2 PTPN22 PTPRF PTRH2 PUF60 PUM1 PWAR1 PWRN1 PYCR2 PYROXD1 QRICH1 RAB11B RAB18 RAB23 RAB33B RAB3GAP1 RAB3GAP2 RAC1 RAD21 RAD51 RAD51C RAF1 RAI1 RAPSN RASA2 RASGRP1 RB1 RBBP8 RBM10 RBM20 RBM28 RBM8A RBPJ RECQL RECQL4 REEP1 RELN RERE RET RETREG1 REV3L RFC2 RFT1 RFWD3 RFX7 RHBDF2 RIGI RIN2 RIPK4 RIPPLY2 RIT1 RLIM RMRP RNF13 RNF2 RNF216 RNU4ATAC ROBO1 ROR2 RPGRIP1 RPGRIP1L RPL10 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL3L RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS23 RPS24 RPS26 RPS27 RPS28 RPS29 RPS6KA3 RPS7 RRAS RRAS2 RREB1 RRM2B RSPO1 RSPO2 RSPRY1 RTEL1 RTL1 RTTN RUNX2 RUSC2 RYR1 RYR3 SACS SALL1 SALL4 SAMD9 SASH1 SATB1 SATB2 SBDS SBF2 SC5D SCAPER SCARF2 SCLT1 SCN1B SCN2A SCN4A SCN5A SCN9A SCNM1 SCUBE3 SCYL2 SDCCAG8 SDHA SDHB SDHC SDHD SDR9C7 SEC23B SEC24C SELENON SEM1 SEMA3C SEMA3D SEMA3E SEMA4D SEMA5A SEPSECS SERPINA12 SERPINB7 SET SETBP1 SETD1B SETD2 SETD5 SF3B2 SF3B4 SFTPA1 SFTPA2 SFTPC SGCD SH2B1 SH3PXD2B SHANK3 SHH SHMT2 SHOC2 SHOX SIAH1 SIGMAR1 SIK1 SIK3 SIL1 SIM1 SIN3A SKI SLC10A7 SLC12A6 SLC18A3 SLC22A4 SLC25A12 SLC25A21 SLC25A22 SLC25A24 SLC25A46 SLC26A2 SLC29A3 SLC2A10 SLC32A1 SLC34A2 SLC35A2 SLC35A3 SLC35B2 SLC35C1 SLC35D1 SLC39A13 SLC52A2 SLC52A3 SLC5A6 SLC6A17 SLC6A9 SLC9A6 SLC9A7 SLCO2A1 SLURP1 SLX4 SMAD2 SMAD3 SMAD4 SMARCA2 SMARCA4 SMARCAD1 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMC5 SMG9 SMO SMOC1 SMPD4 SMS SNAP29 SNIP1 SNORD115-1 SNORD116-1 SNRPB SNRPN SON SOS1 SOS2 SOST SOX11 SOX18 SOX4 SOX5 SOX6 SOX9 SP7 SPARC SPART SPECC1L SPEG SPEN SPG11 SPIDR SPOP SPRED1 SPRED2 SPRTN SPTBN1 SPTLC1 SPTLC2 SQSTM1 SRCAP SRD5A3 SREBF1 SRP54 SRY STAG1 STAG2 STAMBP STAT4 STIM1 STK11 STN1 STS STUB1 STX16 STX1A STXBP1 SUFU SULT2B1 SUMF1 SUPT16H SUZ12 SVBP SVIL SYNE1 TAF1A TAF6 TAFAZZIN TAPT1 TASP1 TAT TBC1D24 TBC1D2B TBCE TBCK TBL1XR1 TBL2 TBR1 TBX1 TBX15 TBX2 TBX22 TBX3 TBX4 TBX5 TCAP TCF12 TCF20 TCF4 TCTN1 TCTN2 TCTN3 TDO2 TELO2 TERC TERT TFAP2A TFAP2B TFE3 TFG TGDS TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGM1 TGM5 THOC2 THSD4 TIA1 TIMM8A TINF2 TK2 TLK2 TLL1 TMCO1 TMEM107 TMEM138 TMEM147 TMEM216 TMEM218 TMEM231 TMEM237 TMEM270 TMEM53 TMEM67 TMEM70 TMEM94 TMPO TNFRSF1B TNNC1 TNNI2 TNNI3 TNNT2 TNNT3 TOE1 TOGARAM1 TONSL TOPORS TOR1A TOR1AIP1 TP53RK TP63 TPM1 TPM2 TPM3 TPR TPRKB TRAIP TRAPPC11 TRAPPC2 TRAPPC9 TREX1 TRIM2 TRIM32 TRIM37 TRIM8 TRIO TRIP11 TRIP13 TRMT10A TRPM3 TRPM4 TRPS1 TRPV3 TRPV4 TRRAP TSEN15 TSEN2 TSEN34 TSEN54 TSR2 TTC21B TTC26 TTC8 TTN TUBA1A TUBB TUBB2B TUBB3 TWIST1 TWIST2 TXNDC15 TXNRD2 TYMP TYMS TYROBP UBA1 UBA2 UBE2T UBE3A UBE3B UBE4B UBR1 UBR7 UFC1 UFD1 UFSP2 UNC80 UPF3B UROS USB1 USF3 USP7 USP9X VAC14 VCL VCP VEZF1 VPS13B VPS33A VPS33B VPS35L VPS37D VPS51 WAC WASF1 WASHC5 WDPCP WDR11 WDR19 WDR35 WDR37 WDR4 WDR73 WDR81 WFS1 WIPI2 WLS WNK1 WNT10A WNT10B WNT5A WNT7A WRAP53 WRN WWOX XRCC2 XRCC4 XYLT1 XYLT2 YARS1 YRDC YWHAE YY1 YY1AP1 ZBTB20 ZC4H2 ZDHHC9 ZEB2 ZFPM2 ZIC1 ZIC3 ZMIZ1 ZMPSTE24 ZMYM2 ZNF141 ZNF292 ZNF407 ZNF423 ZNF462 ZNF469 ZNF668 ZNF699 ZNHIT3 ZSWIM7 HP_ABNORMALITY_OF_THE_HEPATIC_VASCULATURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_HEPATIC_VASCULATURE ABCD3 ACTG2 ACVRL1 ADA2 ALMS1 ARHGAP31 ASXL1 BMP6 BTNL2 CALR CBL CC2D2A CLDN1 CORIN CTNNB1 DCDC2 DGUOK DLL4 DOCK6 DZIP1L ELN ENG EOGT F5 FARSB FLT1 GBE1 GDF2 GIMAP5 GLIS3 GNB2 GPR35 HFE HLA-DRB1 IL12A IL12RB1 INPP5E IRF5 ITCH JAK2 KCNN4 KIF12 KIF20A KRIT1 LIPA MED12 MET MLXIPL MMEL1 MPI MPL MST1 NAF1 NEUROG3 NOTCH1 NPHP3 PIEZO1 PIGM PKHD1 POU2AF1 PRIM1 RBPJ RECQL4 RNU7-1 RPGRIP1L RUNX1 SEMA4D SERPINC1 SHPK SLC30A10 SLC4A1 SMAD4 SOX10 SP110 SPIB SRSF2 STN1 STOX1 TCF4 TET2 TJP2 TMEM67 TNFSF15 TNPO3 TREX1 TTC26 TULP3 UBR1 ZFYVE19 HP_ABNORMALITY_OF_THE_HUMERORADIAL_JOINT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_HUMERORADIAL_JOINT AFF3 ARID1B ASXL1 ATR B3GALT6 B3GAT3 B4GALT7 BMP1 CD96 CDC45 CHRNG CHST3 CLCN3 COL1A1 COL27A1 COL5A1 COL5A2 CREBBP CYP26B1 DONSON DVL1 EP300 ERCC1 EXOC6B EXTL3 FGF9 FGFR1 FGFR2 FLNA FZD2 GDF5 GPC6 GSC IFITM5 KIF22 L1CAM LMX1B MAP3K7 NIPBL NOG NOTCH2 POR PRKAR1A PTDSS1 RNU4ATAC ROR2 SCARF2 SHOX SKI SLC39A13 SOX9 SRCAP TBX15 WNT5A WNT7A HP_ABNORMALITY_OF_THE_HUMERUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_HUMERUS AGPS ALG12 ATP7A B3GALT6 BMP1 COL2A1 CREB3L1 CYP26B1 DONSON DYM ESCO2 EZH2 FANCB FGF9 FGFR1 FGFR2 FLNA FLNB FZD2 GDF5 GNAS GNPAT GNPTAB GPC6 GSC IFT122 IHH KIAA0753 LAMA5 LBR LMBR1 LONP1 LYSET MACROH2A1 MTHFS MYSM1 NOG PEX5 PITX1 POLR3A POR PRKG2 PTDSS1 RBM8A RECQL4 RNU4ATAC RSPO2 SALL4 SHOX SLC26A2 SNRPB SPARC SRCAP STX16 SUCLG1 TBX15 TBX3 TBX5 TGDS TGFB1 TNFRSF11B TONSL TRPV4 WNT7A ZIC3 HP_ABNORMALITY_OF_THE_HYPOTHALAMUS_PITUITARY_AXIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_HYPOTHALAMUS_PITUITARY_AXIS AAAS ABCD1 ACP5 ADAT3 ADGRG1 ADNP AFF4 AHI1 AIP AKT1 ALG5 ALG9 ALMS1 ALX3 ANK1 ANOS1 APC APOA5 AR ARL13B ARL3 ARMC5 ARMC9 ARNT2 ATRX B3GLCT B9D1 B9D2 BAP1 BICC1 BMP15 BMP4 BMPR1A BMPR1B BNC1 BPTF BRAF BRCA1 BRCA2 BRCC3 BRIP1 BTK C14orf39 CATIP CBX2 CBY1 CC2D2A CCDC141 CCDC34 CDC42BPB CDH23 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CDON CEP104 CEP120 CEP290 CEP41 CEP57 CFTR CHD7 CLPP CNBP COG2 COQ6 CPLANE1 CSPP1 CT55 CTLA4 CTNNB1 CTSK CYB5A CYP11A1 CYP17A1 DBH DCAF17 DCC DHH DHX37 DIAPH2 DISP1 DLL1 DMRT3 DMXL2 DNAH10 DNAJB11 DNAJC21 DNHD1 DUSP6 DYRK1A EDA EDA2R EFL1 EIF2S3 EPCAM ERCC4 ERCC6 ERF ESCO2 ESR1 ESR2 FAN1 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FARSA FBXO43 FEZF1 FGD1 FGF17 FGF8 FGFR1 FIGLA FKBP6 FLNB FLRT3 FMR1 FOXA2 FOXC1 FOXH1 FOXL2 FSHB FSHR GAN GANAB GAS1 GATA4 GATA6 GCNA GDF9 GH1 GHRHR GHSR GLI2 GLI3 GMNN GMPPA GNAS GNB2 GPR101 GPR161 GRB10 GRM7 HBB HERC2 HESX1 HFM1 HID1 HLA-DPA1 HLA-DPB1 HPGD HS6ST1 HSD17B4 HSD3B2 HYLS1 IARS2 IDH1 IDH2 IFNG IFT140 IFT74 IGF1 IGF2 IGSF1 IKBKG IL17RD INPP5E KANSL1 KATNIP KCNJ11 KIAA0586 KIAA0753 KISS1R KLHL10 KMT2A KRAS LARS2 LEP LEPR LHB LHCGR LHX3 LHX4 LZTR1 MAD2L2 MADD MAGEL2 MAP2K2 MAP3K1 MAST3 MCM4 MCM8 MCM9 MED12 MEIOB MEN1 MKRN3 MKS1 MLH1 MLH3 MOV10L1 MPDU1 MRPS22 MSH2 MSH4 MSH5 MSH6 MSTO1 MT-ATP8 MT-TL1 MTHFR NANOS1 NDE1 NDN NDNF NF2 NFKB2 NFKBIA NKX2-1 NODAL NONO NPAP1 NPHP1 NR0B1 NR3C1 NR5A1 NSMCE2 NUP107 OCA2 OFD1 OTX2 PALB2 PCSK1 PDE11A PDE6D PDGFB PDHA2 PI4KA PIBF1 PIK3CA PITX2 PKD1 PKD2 PLCH1 PMM2 PMS1 PMS2 PNLDC1 PNPLA6 POLA1 POLE POLR3A POLR3GL POLR3H POMC POR POU1F1 POU3F4 PPP2R3C PREPL PRKAR1A PRLR PROK2 PROKR2 PROP1 PRTN3 PSMC3IP PSMD12 PTCH1 PTDSS1 PTPN22 PUF60 PUS1 PWAR1 PWRN1 RAD51 RAD51C RBM28 RFWD3 RNF113A RNF212 RNF216 RNPC3 ROBO1 RPGRIP1L RPL10L RPS20 RRAS2 RRM2B SBDS SEMA3A SEMA3E SEMA4A SHH SHOC1 SIM1 SIN3A SIX3 SIX6 SLC29A3 SLC7A7 SLCO2A1 SLX4 SMARCB1 SMARCE1 SMC1A SMO SNORD115-1 SNORD116-1 SNRPN SOHLH1 SOX10 SOX11 SOX2 SOX3 SOX9 SPAG17 SPIDR SPRY4 SRD5A3 SRP54 SRPX2 SRY STAG2 STAG3 STAT5B STEAP3 STIL STX16 SUFU SYCE1 SYCP3 TACR3 TAF4B TBCE TBCK TBX19 TBX2 TBX3 TCTN1 TCTN2 TCTN3 TDGF1 TDRD9 TERB1 TERB2 TERT TEX11 TEX14 TEX15 TGFBR2 TGIF1 THOC2 TMCO1 TMEM138 TMEM216 TMEM218 TMEM231 TMEM237 TMEM67 TOGARAM1 TP53 TP63 TRAF7 TRAPPC11 TRH TRHR TSC1 TSC2 TSHB TTC26 UBE2T USP48 USP8 VAMP7 VANGL2 VPS13B VSX1 WASHC5 WDR11 WDR4 WT1 WWOX XRCC2 YY1 ZFPM2 ZIC2 ZMYND15 ZNF148 ZNF423 ZNRF3 ZSWIM6 ZSWIM7 HP_ABNORMALITY_OF_THE_HYPOTHENAR_EMINENCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_HYPOTHENAR_EMINENCE AAAS EIF4A3 FGD4 GMPPA RPL11 TRAPPC11 HP_ABNORMALITY_OF_THE_INCISOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_INCISOR ABCC9 ALX3 ANKRD11 ARHGAP29 ARHGEF38 ATP6V1B2 ATR ATRX AXIN2 B3GLCT BCOR BLM BMP4 BRF1 CACNA1I CCBE1 CDC42BPB CDH1 CDH11 CDON CHSY1 CKAP2L CNOT1 COBLL1 COL11A1 CREBBP CTCF DISP1 DLG1 DLL1 DLX3 DLX4 DNMT3A DOCK7 DPH2 DYNC2LI1 EDA EDARADD EIF4A3 EP300 ERCC3 EVC EVC2 FARS2 FGF3 FGF8 FGFR1 FGFR2 FOXH1 FREM1 GAS1 GATAD2B GJA1 GLI1 GLI2 GRIA3 HMGB3 HRAS IKBKG IRF6 KAT6A KCNK9 KCNMA1 LRP6 MID1 MSX1 NAA10 NECTIN1 NEK1 NHS NODAL PACS2 PAX9 PDGFRA PLCH1 PRKACA PRKACB PTCH1 PURA RIC1 RIPK4 RNF2 SCUBE3 SHH SIX3 SMAD2 SMC1A ST14 STAG1 STAG2 STIL SUFU SUMO1 TBC1D24 TBC1D2B TDGF1 TGFA TGIF1 TP63 TUBGCP2 VPS13B WNT10A WNT10B ZIC2 HP_ABNORMALITY_OF_THE_INNER_EAR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_INNER_EAR ABCC1 ADGRV1 AIFM1 AKT1 ARSG CBL CCDC50 CCND1 CDH23 CEP78 CHD7 CHN1 CIB2 CLRN1 COCH COL4A6 COQ6 DDX11 ERF ESPN ESRP1 EYA1 FGF3 FGFR2 FGFR3 FOXI1 FOXP2 GJB2 GJB6 GREB1L HAAO HARS1 HRAS KARS1 KCNJ10 KRAS LZTR1 MAFB MAP3K7 MRAS MT-TS2 MYO7A NDP NF2 NRAS ORC1 OTX2 PCDH15 PDZD7 PEX6 PI4KB POLR1B POLR1C POLR1D POU3F4 PRRX1 PTEN PTPN11 RAF1 RASA2 RIT1 RRAS RRAS2 SALL4 SEMA3E SETBP1 SIX1 SIX5 SLC26A4 SMARCB1 SOS1 SOS2 SOX10 SPRED1 SPRED2 SRCAP TCOF1 THOC1 TIMM8A TMIE TP63 TRRAP TWIST1 USH1C USH1G USH2A USP48 VHL WHRN HP_ABNORMALITY_OF_THE_INTERNAL_AUDITORY_CANAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_INTERNAL_AUDITORY_CANAL AKT1 CHN1 ERF EYA1 FGFR2 FGFR3 GJB2 GJB6 MAFB OTX2 POLR1B POLR1C POLR1D POU3F4 PRRX1 PTEN SALL4 SIX1 TCOF1 TWIST1 HP_ABNORMALITY_OF_THE_INTRINSIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_INTRINSIC_PATHWAY AHCY ALG12 ALG2 ALG6 ALG8 ATP6V0A2 ATP6V1A ATP6V1E1 B4GALT1 BRAF DPAGT1 DPM1 DPM2 F11 F12 F8 F9 GGCX KNG1 LMAN1 LZTR1 MAP2K1 MCFD2 MGAT2 MPI NGLY1 PGM1 PMM2 PTPN11 SERPINC1 SLC37A4 SOS1 SRD5A3 VKORC1 VWF HP_ABNORMALITY_OF_THE_KNEE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_KNEE ABCC6 ACAN ACTA1 ADGRV1 ADNP AEBP1 AIFM1 ALDH18A1 ALG14 ALG2 ANAPC1 ANKLE2 ANKRD55 ANO5 AP4B1 AP4E1 AP4M1 AP4S1 ARF1 ARFGEF2 ARID1B ARL6IP1 ARSB ARSK ARVCF ASAH1 ATP6V1E1 ATP7A ATRX B3GALT6 B3GAT3 B4GALT7 BAG3 BAZ1B BCL7B BCOR BGN BHLHA9 BICD2 BMP1 BPNT2 BRAF BRF1 BUD23 C19orf12 CAMK2A CANT1 CBFB CBS CCN6 CD247 CDC45 CDC6 CDT1 CENPT CFL2 CHRNB1 CHRNG CHST11 CHST3 CLCN7 CLIP2 CNTNAP1 COG5 COL10A1 COL11A1 COL12A1 COL1A1 COL1A2 COL25A1 COL2A1 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 COL7A1 COL9A1 COL9A2 COL9A3 COLQ COMP COMT COX11 CPT2 CREBBP CSGALNACT1 CTC1 CTDP1 CTNS CYP19A1 CYP27B1 CYP2R1 CYP3A4 DDR2 DDRGK1 DHX16 DMD DMP1 DNAJC30 DNMT3A DONSON DPAGT1 DPM1 DPYSL5 DYM DYNC2LI1 DYSF EBP ECEL1 EFL1 EIF2AK3 EIF4H ELN EMD ENPP1 EP300 ERCC1 ERCC6 ERGIC1 ERLIN1 ERLIN2 ERMARD ESCO2 EVC EVC2 EXOC6B EXT1 EXT2 EZH2 FBLN5 FBN1 FBN2 FDFT1 FGD1 FGFR3 FHL1 FKBP10 FKBP6 FLNA FLNB FLNC FN1 FZD2 GABRA1 GABRD GABRG2 GALNS GAN GDF5 GFPT1 GJB2 GJB6 GLB1 GLI1 GLI3 GMNN GMPPB GNB2 GNPTAB GNPTG GP1BB GPC6 GRIA3 GTF2I GTF2IRD1 GTF2IRD2 GUSB H3-3B HACD1 HBB HCN1 HEATR3 HERC2 HGD HIRA HNRNPH1 HPGD HRAS HS2ST1 HS6ST1 HSPG2 HYAL1 IARS2 IDH1 IDUA IFIH1 IFT172 IFT57 IHH IL2RA IL2RB IL6ST IPO8 ITGA7 JAG2 JMJD1C KAT6A KAT6B KIF1A KIF22 KIF7 KLHL41 KRAS KRT5 KY LAMB2 LBR LGI4 LIFR LIMK1 LMBR1 LMBRD2 LMOD3 LMX1B LONP1 LTBP1 MAB21L2 MAGEL2 MAN2B1 MAN2C1 MAP1B MAP2K1 MAP2K2 MAP3K20 MAP3K7 MAPK8IP3 MATN3 MCOLN1 MCTP2 MEFV MEGF10 MEGF8 METTL27 MIA3 MKRN3 MLXIPL MMP13 MMP9 MPZ MTX2 MYH3 MYL1 MYL11 MYL2 MYO9A MYOT NALCN NCF1 NDUFAF6 NEB NEDD4L NEPRO NF1 NFATC2 NKX3-2 NLRP3 NOTCH2 NPAP1 NRAS NSD1 NT5C2 OCRL ORC1 ORC4 ORC6 P4HTM PCDH19 PDGFRB PEPD PHEX PI4KA PIEZO2 PIGA PIGY PIK3R2 PITX1 PKDCC PLOD1 PLOD2 PMP22 POLR3A POLRMT PRG4 PRKACA PRKACB PRKG2 PRMT7 PRR12 PSAT1 PSTPIP1 PTDSS1 PTEN PTH1R PTPN2 PTPN22 PUS3 PWAR1 PWRN1 RAB23 RAB33B RAD21 RBM8A RECQL4 RETREG1 RFC2 RMRP RNU4ATAC RPGRIP1L RPL10 RPL13 RREB1 RSPRY1 RTTN RUNX2 RYR1 SATB2 SCARF2 SCN1A SCN1B SCN2A SCN4A SCN9A SCYL2 SDHA SDHAF1 SDHB SDHD SEC24C SELENON SERPINH1 SF3B2 SFRP4 SH3PXD2B SHH SHOX SIK3 SKI SLC10A7 SLC18A3 SLC25A46 SLC26A2 SLC35A3 SLC35B2 SLC39A8 SLC6A9 SLCO2A1 SMAD2 SMAD3 SNAP25 SNORD115-1 SNORD116-1 SOX9 SPART SPTBN1 SRD5A3 STAT4 STX1A STX1B STXBP1 SVIL SYNE1 SYT2 TBC1D7 TBL2 TBX1 TBX4 TCTN3 TELO2 TFE3 TGDS TGFB1 TMEM270 TMTC3 TNFRSF1A TNFSF11 TONSL TOR1A TPM2 TPM3 TRAPPC2 TRIM2 TRIP11 TRPS1 TRPV4 TTC26 TUBB3 UBA1 UBR7 UFC1 UFD1 UFSP2 UGP2 UNC80 USP9X VCP VDR VPS13B VPS37D WASF1 WDR62 WNK1 WNT7A XYLT1 YY1 ZBTB20 ZEB2 ZNF699 ZPR1 ZSWIM6 HP_ABNORMALITY_OF_THE_LARYNX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_LARYNX ADARB1 AFF4 AHDC1 AMER1 ANG ANO3 ANXA11 APC ARSL ARVCF ASAH1 ASXL3 ATP6V1E1 ATXN2 BRF1 BTD C2CD3 CACNA1C CAPN15 CASR CAT CCNF CDKN2A CENPE CFAP410 CHCHD10 CHD7 CHEK2 CHMP2B CILK1 COL12A1 COMT CREBBP CTSK DAO DCTN1 DDRGK1 DDX3X DHCR7 DLK1 DTYMK DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 EDN1 EFL1 EIF4A3 EP300 EPHA4 EPHB4 ERBB4 EXTL3 FANCB FBXW7 FERMT1 FGF10 FGFR2 FGFR3 FIG4 FLNA FLNB FOXE1 FRAS1 FREM2 FUS GABRG2 GALC GIPC1 GLE1 GLI3 GLT8D1 GMNN GP1BB GRIN2A GRIP1 H3-3A H3-3B HAAO HDAC4 HIRA HNRNPA1 HNRNPR HOXD13 HS3ST6 HSPG2 HYLS1 IDH1 IFT80 INTU JMJD1C KANSL1 KAT6A KAT6B KCNMA1 KIF22 KIF7 KRAS KRT14 KRT5 LAMA3 LAMB3 LAMC2 LBR LMNA LONP1 LRP12 LRP4 LTBP3 LTBP4 MAP3K7 MATR3 MDM2 MEG3 MEIS2 MGP MID1 MKS1 MLH1 MSH2 MSH6 MT-CYB MYMK MYMX NEFH NEK1 NFIX NIN NLRP1 NOTCH2NLC NRCAM OPTN ORC6 PCNT PFN1 PHIP PKDCC PLG PLP1 POLR3A PON1 PON2 PON3 POR PORCN PPARGC1A PPM1D PRMT7 PRPH PRRX1 PSAP PTH1R PUF60 RAF1 RAI1 RALGAPA1 RFX7 RILPL1 ROBO1 RPL10 RREB1 RSPO1 RSPO2 RTL1 SATB2 SCARF2 SCN4A SEC24C SEMA3E SERPING1 SETBP1 SF3B4 SIAH1 SLC26A2 SMAD2 SMAD4 SNIP1 SOD1 SOX4 SOX9 SPTBN1 SQSTM1 SRPX2 SYT1 TAF1 TAF15 TARDBP TBK1 TBX1 TBX3 TCTN3 TONSL TP53 TREM2 TSPYL1 UBE3B UBQLN2 UFC1 UFD1 UNC13A VAPB VCP VPS13B WDR35 WNT3 WRN XPNPEP2 ZBTB7A ZIC3 ZNF699 HP_ABNORMALITY_OF_THE_LEYDIG_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_LEYDIG_CELLS ALMS1 CYP11A1 FSHB GNAS LHB MC2R MRAP NNT PDE11A PRKAR1A SMS STAR TXNRD2 HP_ABNORMALITY_OF_THE_LIVER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_LIVER ABCA1 ABCA12 ABCB11 ABCB4 ABCC2 ABCC6 ABCC8 ABCD1 ABCD3 ABCG5 ABCG8 ABHD5 ACAD9 ACADM ACADS ACADVL ACAT1 ACOX1 ACP5 ACSL5 ACTG2 ACVR2B ACVRL1 ADA ADA2 ADAMTS13 ADAMTSL2 ADAR ADK AGA AGGF1 AGL AGPAT2 AGR2 AHCY AIRE AKR1D1 AKT2 ALAS2 ALDH1A2 ALDOA ALDOB ALG1 ALG13 ALG2 ALG5 ALG6 ALG8 ALG9 ALMS1 AMACR ANK1 ANKRD55 ANKS6 ANTXR1 AP1B1 AP1S1 AP3B1 AP3D1 APC APC2 APOA1 APOB APOC2 APOE APPL1 ARG1 ARHGAP31 ARID1A ARID1B ARID2 ARL13B ARL6 ARMC5 ARSA ARSB ARVCF ASAH1 ASL ASS1 ASXL1 ATAD3A ATP11C ATP5F1A ATP5F1D ATP5F1E ATP5MK ATP6AP1 ATP6AP2 ATP6V1B2 ATP7A ATP7B ATP8B1 ATPAF1 ATPAF2 ATRX AUH AXIN1 B2M B3GLCT B4GALT1 B9D1 B9D2 BAAT BAP1 BAZ1B BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCAP31 BCHE BCL7B BCS1L BICC1 BLK BLM BLNK BLVRA BMP2 BMP6 BMPER BMPR1A BOLA3 BRCA1 BRCA2 BRIP1 BSCL2 BTD BTK BTNL2 BUD23 C1QBP C1S C2orf69 C4B CA2 CA5A CALR CARS2 CASK CASP10 CASP8 CASR CASZ1 CAV1 CAVIN1 CBL CBS CC2D2A CCDC115 CCDC28B CCDC47 CCND1 CD19 CD247 CD27 CD28 CD3D CD3E CD40LG CD55 CD70 CD79A CD79B CD81 CD96 CDAN1 CDIN1 CDKN1B CDKN1C CDKN2A CEACAM3 CEACAM6 CEL CEP120 CEP164 CEP19 CEP290 CEP83 CFAP418 CFTR CHD7 CIDEC CIITA CLCA4 CLCN7 CLDN1 CLEC7A CLIP2 CLPB CNOT1 CNTNAP2 COA8 COG1 COG4 COG5 COG6 COG7 COG8 COMT CORIN COX14 COX15 COX4I2 COX5A CP CPA1 CPLX1 CPOX CPT1A CPT2 CR2 CREBBP CSPP1 CTBP1 CTC1 CTCF CTLA4 CTNNB1 CTNS CTRC CTSA CTSC CTSK CYBA CYBB CYBC1 CYP19A1 CYP27A1 CYP7A1 CYP7B1 DAXX DCDC2 DCLRE1C DCTN4 DDOST DDRGK1 DEF6 DGUOK DHCR7 DHDDS DHFR DIS3L2 DKC1 DLD DLK1 DLL4 DMPK DNAJB11 DNAJC19 DNAJC21 DNAJC30 DNASE1L3 DNASE2 DOCK2 DOCK6 DPAGT1 DPF2 DPM1 DPM2 DUOX2 DUOXA2 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DZIP1L EARS2 EDNRA EFL1 EIF2AK3 EIF4H ELN ENG ENPP1 EOGT EP300 EPB41 EPB42 EPCAM ERBB3 ERCC1 ERCC4 ERCC6 ERCC8 ESCO2 ETFA ETFB ETFDH EWSR1 EXTL3 F5 FADD FAH FAM111B FAN1 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FARS2 FARSA FARSB FAS FASLG FBN1 FBP1 FCGR2A FCGR3B FDX2 FECH FERMT3 FGA FGFR2 FGFRL1 FH FKBP6 FLI1 FLNC FLT1 FOCAD FOS FOXF1 FOXP3 FOXRED1 FTH1 FTL FUCA1 G6PC1 G6PC3 G6PD GAA GABRD GALE GALK1 GALM GALNS GALT GANAB GATA2 GATA6 GBA1 GBE1 GCDH GCGR GCK GCLC GDF2 GFM1 GH1 GIMAP5 GLB1 GLIS3 GLRX5 GNAS GNB2 GNE GNMT GNPTAB GNS GP1BB GPC3 GPC4 GPD1 GPI GPIHBP1 GPR35 GSTM3 GTF2I GTF2IRD1 GTF2IRD2 GUCY2D GUSB GYPC H19 HADH HADHA HADHB HAMP HAVCR2 HBA1 HBA2 HBB HBG1 HBG2 HCK HEPACAM HESX1 HEXB HFE HGSNAT HIRA HJV HK1 HLA-DRB1 HMBS HMGCL HMGCS2 HMOX1 HNF1A HNF1B HNF4A HNRNPA1 HNRNPA2B1 HOXD13 HPGD HSD17B10 HSD17B4 HSD3B7 HSPG2 HTRA2 HYMAI HYOU1 IARS1 ICOS IDS IDUA IER3IP1 IFIH1 IFNG IFNGR1 IFT122 IFT140 IFT172 IFT27 IFT43 IFT74 IFT80 IGF2 IGF2R IGHG2 IGHM IGKC IGLL1 IKBKG IL12A IL12RB1 IL17F IL17RA IL17RC IL18BP IL1RN IL21R IL2RA IL2RB IL2RG IL36RN IL6 IL6ST IL7R INPP5E INPPL1 INS INSR INTU INVS IQCB1 IRAK4 IRF2BP2 IRF4 IRF5 IRF8 ITCH ITK IYD JAG1 JAK1 JAK2 JAK3 JAM2 JAM3 JMJD1C KCNAB2 KCNH1 KCNJ11 KCNMA1 KCNN3 KCNN4 KCNQ1 KCNQ1OT1 KDM5C KIAA0753 KIF12 KIF20A KIF23 KIF3B KIT KLF1 KLF11 KMT2B KMT2D KMT2E KPTN KRAS KRIT1 KRT18 KYNU LACC1 LAMA5 LARS1 LBR LCAT LDLR LDLRAP1 LETM1 LHX3 LHX4 LIG3 LIG4 LIMK1 LIPA LIPE LMBRD1 LMNA LMNB2 LONP1 LPIN2 LPL LRP5 LRPPRC LRRC8A LSM11 LTBP3 LUZP1 LYRM4 LYST LYZ LZTFL1 LZTR1 MAD2L2 MADD MAGT1 MAN2B1 MAPK8IP3 MARS1 MCCC1 MCM4 MECOM MECP2 MED12 MED25 MEFV MEG3 MET METTL27 MFN2 MICOS13 MICU1 MIF MKKS MKS1 MLH1 MLH3 MLXIPL MMAA MMAB MMACHC MMEL1 MMP23B MMUT MOGS MPC1 MPI MPL MPV17 MRAS MRPL3 MRPL44 MRPS28 MRPS7 MS4A1 MSH2 MSH6 MST1 MT-ATP6 MT-ATP8 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TE MT-TK MT-TL1 MT-TN MT-TS1 MT-TV MT-TW MTRR MTTP MTX2 MUC5B MVK MYBPC3 MYC MYD88 MYL2 MYO5B MYORG MYPN MYRF NAA10 NAB2 NAE1 NAF1 NAGA NAGLU NAGS NBAS NCF1 NCF2 NCF4 NCKAP1L NDUFA1 NDUFA11 NDUFA2 NDUFA6 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB9 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NEK1 NEK8 NELFA NEU1 NEUROD1 NEUROG3 NFKB1 NFKB2 NFKBIA NFS1 NGLY1 NHLRC2 NHP2 NKX2-5 NLRP1 NLRP3 NOD2 NOP10 NOTCH1 NOTCH2 NPC1 NPC2 NPHP1 NPHP3 NPHP4 NPM1 NR1H4 NRAS NSD1 NSD2 NSMCE2 NUBPL OCLN OFD1 OSTM1 OTUD5 PALB2 PALLD PARN PARS2 PAX4 PAX8 PC PCCA PCCB PCK1 PCK2 PCSK1 PCSK9 PDE11A PDGFB PDGFRA PDGFRB PDGFRL PDPN PDX1 PEPD PERCC1 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PFKM PGM1 PHKA2 PHKB PHKG2 PI4KA PIEZO1 PIGA PIGG PIGL PIGM PIGS PIK3C2A PIK3CA PIK3CD PIK3CG PIK3R1 PKD1 PKD2 PKHD1 PKLR PLAGL1 PLEKHM1 PLIN1 PMM2 PMS1 PMS2 PNPLA2 PNPLA6 POLD1 POLG POLG2 POLR3A POMC POU1F1 POU2AF1 POU6F2 PPARG PPOX PPP1R21 PRDM16 PRF1 PRIM1 PRKAR1A PRKCD PRKCSH PRKCZ PROP1 PRPS1 PRSS1 PRSS2 PSAP PSMB10 PSMB4 PSMB8 PSMB9 PSMG2 PSTPIP1 PTEN PTPN11 PTPN2 PTPN22 PTPN3 PTPRC PTRH2 PUS7 PYGL RAB27A RABL3 RAC2 RAD51 RAD51C RAF1 RAG1 RAG2 RASA2 RASGRP1 RBCK1 RBM8A RBPJ RECQL4 REL RELA RERE REST RFC2 RFT1 RFWD3 RFX5 RFX6 RFXANK RFXAP RHAG RHBDF2 RHCE RHD RINT1 RIPK1 RIT1 RMND1 RMRP RNASEH2A RNASEH2B RNASEH2C RNF43 RNU4ATAC RNU7-1 RORC RPGRIP1 RPGRIP1L RPS20 RRAS RRAS2 RREB1 RRM2B RTEL1 RTL1 RUNX1 SAA1 SAMHD1 SAR1B SASH3 SBDS SC5D SCAPER SCARB2 SCLT1 SCN4A SCNN1A SCNN1B SCNN1G SCO1 SCO2 SCYL1 SDCCAG8 SDHA SDHB SDHC SDHD SEC23B SEC24C SEC63 SEMA4A SEMA4D SEMA7A SERPINA1 SERPINC1 SETBP1 SETD2 SF3B1 SFTPA2 SFTPC SGSH SH2D1A SHPK SKI SKIC2 SKIC3 SLC10A1 SLC11A1 SLC11A2 SLC16A2 SLC17A5 SLC20A2 SLC22A5 SLC25A1 SLC25A13 SLC25A15 SLC25A19 SLC25A20 SLC25A4 SLC26A4 SLC26A9 SLC29A3 SLC2A1 SLC2A2 SLC30A10 SLC34A2 SLC35C1 SLC37A4 SLC38A3 SLC39A4 SLC39A7 SLC39A8 SLC40A1 SLC44A1 SLC4A1 SLC51A SLC51B SLC5A5 SLC6A14 SLC7A7 SLC9A3 SLCO1B1 SLCO1B3 SLCO2A1 SLX4 SMAD4 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMPD1 SNX10 SNX14 SOCS1 SON SOS1 SOS2 SOX10 SOX11 SOX4 SP110 SPEN SPI1 SPIB SPINK1 SPOP SPRED2 SPRTN SPTA1 SPTB SPTBN1 SRP54 SRSF2 STAT1 STAT3 STAT4 STAT6 STEAP3 STK11 STN1 STOX1 STX11 STX1A STXBP2 SUCLG1 SUMF1 SUPT16H SURF1 SYK TALDO1 TARS2 TBL2 TBX1 TBX19 TCF3 TCF4 TCIRG1 TCN2 TCTN1 TCTN2 TCTN3 TERC TERT TET2 TF TFAM TFE3 TFR2 TG TGFB1 TGFBR2 TIMMDC1 TINF2 TJP2 TKFC TKT TLR8 TMEM107 TMEM126B TMEM165 TMEM199 TMEM216 TMEM231 TMEM237 TMEM270 TMEM67 TMEM70 TMPRSS6 TNFRSF11A TNFRSF13B TNFRSF13C TNFRSF1A TNFRSF1B TNFSF11 TNFSF12 TNFSF15 TNNI3 TNNT2 TNPO3 TOGARAM1 TOM1 TP53 TPI1 TPO TPP2 TRAC TRAF3IP1 TRAF3IP2 TRAPPC11 TREX1 TRHR TRIM28 TRIM32 TRIM37 TRIP13 TRMT5 TRMU TRPV6 TSC1 TSC2 TSFM TSHB TSHR TTC21B TTC26 TTC7A TTC8 TUFM TULP3 TWNK TXNDC15 TYMP TYMS UBE2T UBE4B UBR1 UCP2 UFD1 UGT1A1 UNC13D UNC45A UQCRB UQCRFS1 UROD UROS USB1 USP18 USP53 USP9X VCP VHL VIPAS39 VPS11 VPS13A VPS33A VPS33B VPS37D VPS45 VPS4A VPS50 WDPCP WDR19 WDR35 WRAP53 WT1 XIAP XK XPR1 XRCC2 XRCC4 XYLT1 YARS1 YARS2 ZAP70 ZFTA ZFYVE19 ZIC3 ZNF699 ZNFX1 ZPR1 HP_ABNORMALITY_OF_THE_LOWER_URINARY_TRACT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_LOWER_URINARY_TRACT ABCD1 ABL1 ACER3 ACTA1 ACTG2 ADA2 ADAT3 ADH1C ADNP AFF4 AGXT AIP AKT1 ALDH18A1 ALG12 ALG9 ALMS1 ALS2 AMFR ANKLE2 ANKRD11 AP5Z1 APC2 APRT AQP2 AR ARCN1 ARID1A ARID1B ARID2 ARL6IP6 ARNT2 ARSA ARVCF ARX ASPM ASXL1 ATL1 ATP13A2 ATP1A3 ATP6AP2 ATP7A ATR ATRX ATXN1 ATXN10 ATXN2 ATXN3 ATXN8OS AUH AVPR2 B3GLCT B4GALNT1 B9D1 B9D2 BAP1 BAZ1B BCL7B BCOR BDNF BICC1 BICRA BIN1 BMP1 BNC2 BPTF BRAF BRCA1 BRCA2 BRD4 BRIP1 BUB1B BUD23 C2CD3 CABP4 CACNA1G CACNA1H CACNA1S CAMK2B CAPN1 CARMIL2 CARS1 CASZ1 CC2D2A CCBE1 CCDC22 CCDC8 CCL2 CCND1 CCNQ CDC42 CDC42BPB CDC45 CDC6 CDCA7 CDH11 CDK5RAP2 CDK6 CDKN1C CDT1 CENPE CENPJ CEP135 CEP152 CEP290 CEP63 CEP85L CFAP43 CHCHD10 CHD4 CHD7 CHMP2B CHRM3 CHRNA2 CHRNA3 CHRNA4 CHRNB2 CHRNG CHST14 CILK1 CISD2 CIT CLCN6 CLCNKB CLIP2 CLMP CLN3 COG1 COG5 COG7 COL18A1 COL1A1 COL1A2 COL3A1 COL5A1 COL5A2 COL7A1 COLEC10 COLEC11 COMT COPB1 COPB2 COQ2 COX7B CPLX1 CPT1C CREBBP CRH CSPP1 CTBP1 CTC1 CUL4B CUL7 CUX1 CYB5A CYP11A1 CYP17A1 CYP21A2 CYP7B1 DACT1 DARS2 DBH DCDC2 DCHS1 DDHD2 DDX6 DEPDC5 DHCR7 DHX37 DKC1 DKK1 DLG3 DLL3 DMPK DMRT3 DNAJC13 DNAJC19 DNAJC30 DNM2 DNMT1 DNMT3A DPF2 DPH1 DPH2 DPH5 DPP9 DPYSL5 DSE DSTYK DVL1 DVL3 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYRK1A DYSF EBF3 EFEMP2 EFNB1 EHMT1 EIF2AK1 EIF2AK2 EIF4G1 EIF4H ELN ELOVL1 EN1 EP300 EPG5 EPHB4 ERCC4 ERCC6 ERCC8 ERLIN2 ERMARD ESCO2 EVC EVC2 EXT1 EXT2 EYA1 FA2H FAM20A FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAR1 FARS2 FAT4 FBLN5 FBXL4 FBXO7 FDFT1 FERMT1 FGF10 FGFR1 FGFR2 FGFR3 FGFRL1 FIG4 FITM2 FKBP14 FKBP6 FLNA FLT4 FLVCR1 FMR1 FOCAD FOXC1 FOXF1 FOXP1 FOXP2 FRAS1 FREM2 FRMD5 FUS FUZ FXN FZD2 G6PC3 GAA GABRA1 GABRA3 GABRB3 GABRD GABRG2 GALC GALNT2 GATA1 GATA3 GATA4 GATAD2B GBA1 GBA2 GBE1 GFAP GGT1 GIGYF2 GJA1 GJC2 GLI1 GLI3 GLUD2 GMNN GNA11 GNB1 GNB2 GP1BB GPC3 GPC4 GPR101 GRB10 GREB1L GRIP1 GTF2I GTF2IRD1 GTF2IRD2 H4C11 H4C9 HAAO HACE1 HBA1 HBA2 HCCS HDAC8 HEATR3 HES7 HEXB HIRA HLA-B HLA-DQB1 HLA-DRB1 HMBS HMGA2 HNF1B HNRNPA1 HNRNPA2B1 HNRNPH1 HNRNPK HNRNPU HOGA1 HOXA13 HOXD13 HPDL HPRT1 HPSE2 HS6ST2 HSD17B10 HSD17B3 HSD3B2 HSPA9 HSPD1 HSPG2 HTRA1 HUWE1 HYLS1 IFT57 IFT80 IGF2 IGHMBP2 IKZF1 ISL1 ITGA6 ITGB4 JAG1 JMJD1C JRK KANSL1 KAT5 KAT6B KCNAB2 KCNC3 KCND3 KCNJ10 KCNJ18 KCNQ1 KCNQ1OT1 KCNT1 KDM1A KDM3B KDM5B KDM6A KIAA0586 KIAA0753 KIF14 KIF1A KIF5A KIF7 KIFBP KLF1 KLHL40 KLHL41 KMT2B KMT2C KMT2D KNL1 KPNA3 KRAS KY LAMA3 LAMB3 LAMC2 LETM1 LFNG LIG3 LIG4 LIMK1 LMNA LMNB1 LMOD1 LMOD3 LRIG2 LRPPRC LRRK2 LSS LTBP1 LTBP4 LUZP1 MAB21L2 MACF1 MAD2L2 MAMLD1 MAP2K1 MAP3K1 MAP3K7 MAPKAPK5 MAPKBP1 MAPRE2 MAPT MARS2 MBTPS2 MCM7 MCPH1 MCTP2 MECP2 MED12 MED12L MED25 MED27 MESP2 METTL27 METTL5 MFSD2A MID1 MKKS MKS1 MLXIPL MMP1 MMP23B MNX1 MORC2 MPZ MT-TT MTFMT MTM1 MTMR14 MTOR MYCN MYF6 MYH11 MYL9 MYLK MYMK MYMX MYO1H MYOCD MYRF NAA10 NAB2 NBN NCAPD3 NCAPG2 NCF1 NDUFA6 NDUFA8 NDUFB11 NDUFB7 NDUFB8 NDUFS4 NEB NEFL NELFA NEXMIF NF2 NFIA NGF NHP2 NIPA1 NIPBL NKX2-1 NOP10 NOTCH2 NOTCH2NLC NOTCH3 NPHP3 NPM1 NR0B1 NR2F2 NR4A2 NR5A1 NRIP1 NSD1 NSD2 NSUN2 NUP37 OBSL1 OGT ORC1 ORC4 ORC6 OTUD5 PAH PAICS PAK2 PALB2 PANK2 PARN PAX2 PAX6 PBX1 PCNT PDCD1 PDE4D PDGFB PDGFRB PDPN PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PHC1 PI4KA PIEZO2 PIGA PIGG PIGN PIGO PIGQ PIK3CA PIK3R5 PINK1 PITX2 PKP1 PLA2G6 PLAG1 PLD1 PLEC PLOD1 PLP1 PLXNA1 PMP22 PNPLA6 PNPT1 POLA1 POLE POLG POLG2 POLR3A POLRMT POR POT1 PPOX PPP1R12A PPP3CA PQBP1 PRDM16 PRDM8 PRKACA PRKACB PRKAR1B PRKCZ PRMT7 PRNP PRPS1 PSAP PSMD12 PSPH PTDSS1 PTPN11 PTPRF PUF60 PYCR2 RAC1 RAC2 RAD21 RAD51 RAD51C RAF1 RALGAPA1 RARB RASA1 RBBP8 RBCK1 RBM8A RECQL4 REEP1 REEP2 RERE RETREG1 RFC2 RFWD3 RIN2 RIPPLY2 RLIM RNF125 RNF168 RNF170 RNU12 ROBO1 ROBO2 RPGRIP1 RPGRIP1L RPL10 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RREB1 RRM2B RSPO1 RSRC1 RTEL1 RTN2 RTTN RYR1 SACS SALL1 SALL4 SAMD9 SARS1 SASS6 SBF1 SCN9A SCUBE3 SDHA SDHAF1 SDHB SDHD SEC24C SEMA3E SETBP1 SETD2 SETD5 SETX SF3B2 SH2B1 SHANK3 SIAH1 SIGMAR1 SIN3A SIX1 SIX5 SIX6 SKI SKIC3 SLC12A3 SLC1A4 SLC20A2 SLC25A10 SLC25A13 SLC25A4 SLC2A1 SLC31A1 SLC35A2 SLC44A1 SLC5A2 SLC9A6 SLX4 SMAD3 SMAD4 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMCHD1 SMG8 SMO SMS SNCA SNCAIP SOX11 SOX17 SOX2 SOX4 SOX9 SP110 SPART SPAST SPEN SPG11 SPG7 SPOP SPRED1 SPTBN1 SPTLC1 SQSTM1 SRCAP SRD5A2 SRY SSR4 STAMBP STAR STAT1 STAT6 STIL STK11 STRA6 STUB1 STX1A SUCLG1 SUFU SYNE1 SYNGAP1 TAF13 TAPT1 TBCD TBCK TBL2 TBP TBX1 TBX22 TBXT TCF12 TCTN1 TCTN2 TCTN3 TERC TERT TFAP2A TGFB1 THOC6 TIMM50 TINF2 TMEM107 TMEM216 TMEM231 TMEM237 TMEM270 TMEM63A TMEM67 TMEM70 TMEM94 TNXB TOM1 TONSL TP63 TPP1 TRAF7 TRAPPC10 TRAPPC12 TRAPPC14 TRIM8 TRIO TRPS1 TRPV4 TRRAP TSR2 TTC8 TTR TUBB TWNK TXNDC15 TYMS TYROBP UBA1 UBAP1 UBE2A UBE2T UBE4B UBR1 UFC1 UFD1 UNC45A UPB1 USB1 USP9X VAC14 VAMP7 VANGL1 VANGL2 VCP VPS11 VPS35 VPS35L VPS37D WARS1 WASHC5 WDR35 WDR62 WFS1 WNT3 WNT4 WNT5A WNT7A WNT7B WRAP53 WT1 WWOX XRCC2 ZC4H2 ZEB2 ZFPM2 ZFYVE26 ZIC3 ZMIZ1 ZMPSTE24 ZMYM2 ZNF699 HP_ABNORMALITY_OF_THE_LYMPHATIC_SYSTEM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_LYMPHATIC_SYSTEM ABCA1 ABCA12 ABCB11 ABCB4 ABCD3 ABCG8 ABL1 ACD ACP5 ACVR2B ADA ADA2 ADAMTS3 ADAR AFF4 AGA AGPAT2 AGR2 AICDA AIRE AK2 AKR1D1 AKT1 AKT2 ALAS2 ALDOA ALG1 ALG14 ALG9 ALMS1 ALPK1 ANK1 ANKRD55 ANTXR2 AP3B1 AP3D1 APOA1 APOC2 APOE ARPC1B ARSB ARVCF ASAH1 ASXL1 ATM ATP6AP1 ATP6V1B2 ATP7B ATP8B1 ATRX B2M B4GALT1 B9D1 B9D2 BACH2 BANK1 BAP1 BCL10 BCL11A BCL2 BCL6 BCOR BCR BIRC3 BLK BLM BMP2 BMP6 BPGM BRAF BRCA1 BRCA2 BSCL2 BTD BTK BTNL2 C3 C4A C4B CA2 CALR CARD11 CARD9 CASK CASP10 CASP8 CASR CASZ1 CAV1 CAVIN1 CBL CC2D2A CCBE1 CCDC103 CCDC115 CCDC32 CCDC39 CCDC40 CCDC47 CCDC65 CCND1 CCNO CCR1 CD19 CD247 CD27 CD28 CD3D CD3E CD40 CD40LG CD55 CD70 CD81 CDAN1 CDC42 CDIN1 CDK4 CDKN1A CDKN1B CDKN2A CDKN2B CDKN2C CDON CELSR1 CENPF CEP290 CFAP221 CFAP298 CFAP300 CFAP410 CFAP45 CFAP74 CFC1 CFTR CHD7 CLCN7 CLDN1 CLPB COG1 COG4 COG5 COG6 COG7 COL18A1 COMT COX10 COX4I2 CPLX1 CPOX CR2 CREBBP CSF3R CSPP1 CTBP1 CTC1 CTLA4 CTNNBL1 CTNS CTSA CTSK CXCR4 CYBA CYBB CYBC1 CYP7B1 DAXX DCDC2 DCLRE1C DDRGK1 DEF6 DGUOK DHCR24 DHCR7 DIS3L2 DKC1 DLEC1 DLK1 DLL4 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAL1 DNASE1 DNASE1L3 DNASE2 DPM1 DRC1 DYNC2LI1 DZIP1L EIF2AK4 ELANE EP300 EPB41 EPB42 EPG5 EPHB4 EPOR ERAP1 ERBB3 ERCC6 ERCC8 ESCO2 ETS1 EWSR1 EXOC2 F5 FAH FAM111A FARSA FAS FASLG FAT4 FCGR2A FCGR2B FCGR3B FCHO1 FERMT3 FGA FGB FGFR2 FGFRL1 FGG FIP1L1 FLT4 FMO3 FOCAD FOXE1 FOXF1 FOXJ1 FOXP1 FOXP3 FRAS1 FREM2 FUCA1 G6PC3 G6PD GAA GABRD GALE GALK1 GAS2L2 GAS8 GATA1 GATA2 GBA1 GBE1 GCLC GDF1 GEMIN4 GIMAP5 GINS1 GLB1 GLIS3 GLRX5 GNB2 GNE GNPTAB GNS GP1BA GP1BB GPC3 GPC4 GPD1 GPI GPIHBP1 GPR35 GSN GUSB GYPC H19 HABP2 HAMP HAVCR2 HBA1 HBA2 HBB HBG1 HBG2 HCK HEXB HFE HGSNAT HIRA HJV HK1 HLA-B HLA-DPB1 HLA-DRB1 HMGA2 HMOX1 HPGD HRAS HSD17B4 HSD3B7 HSPG2 HYDIN HYLS1 IARS1 ICOS IDH1 IDH2 IDS IDUA IFIH1 IFNG IFNGR1 IFT140 IFT172 IGHG1 IGHG2 IGKC IKBKG IKZF3 IL10 IL12A IL12A-AS1 IL12RB1 IL1RN IL23R IL2RA IL2RB IL2RG IL6 IL6ST IL7R INPP5E INPPL1 IRAK1 IRF2BP2 IRF4 IRF5 IRF8 ISG15 ITCH ITGAM ITK JAK1 JAK2 JAK3 JAZF1 JMJD1C KATNB1 KCNAB2 KCNH1 KCNMA1 KCNN3 KCNN4 KIAA0319L KIF3B KIT KLF1 KLRC4 KMT2D KPTN KRAS LACC1 LAT LBR LCAT LEMD3 LETM1 LIG4 LIPA LMNA LPIN2 LPL LRBA LRRC56 LSM11 LTBP4 LUZP1 LYST LYZ LZTR1 MAGT1 MALT1 MAN2B1 MAP2K2 MC1R MCIDAS MCM10 MCM4 MECOM MECP2 MED12 MEFV MEG3 MEGF8 MEN1 MGMT MICU1 MIF MINPP1 MITF MKS1 MMP21 MMP23B MMUT MNS1 MOGS MPEG1 MPI MPIG6B MPL MRAS MS4A1 MST1 MTHFR MVK MYC MYCN MYD88 MYO5A MYO5B MYRF NABP1 NAE1 NAGLU NBEAL2 NCF1 NCF2 NCF4 NCKAP1L NDE1 NDUFS4 NEK10 NEK8 NEK9 NEU1 NF1 NFATC2 NFKB1 NFKB2 NFKBIA NGLY1 NHLRC2 NHP2 NKX2-6 NLRC4 NLRP1 NLRP12 NLRP3 NME5 NME8 NOD2 NODAL NOP10 NOTCH1 NOTCH2 NPC1 NPC2 NPHP3 NPM1 NRAS NSD2 NSMCE3 NUAK2 NUMA1 OAS1 OCLN ODAD1 ODAD2 ODAD3 ODAD4 OFD1 ORAI1 OSTM1 OTC OTULIN P4HA2 PAK2 PALB2 PALLD PARN PDCD1 PDGFRA PDPN PEPD PEX13 PEX2 PEX5 PEX7 PHKA2 PHKB PHKG2 PHYH PI4KA PIBF1 PIEZO1 PIGA PIGM PIK3C2A PIK3CA PIK3CD PIK3CG PIK3R1 PKHD1 PKLR PLEKHM1 PLXND1 PML PNP PNPLA2 POLR1B POLR1C POLR1D POLR3A POMP POT1 POU6F2 PPARG PPP2R3C PRDM16 PRF1 PRIM1 PRKAR1A PRKCD PRKCZ PSAP PSMB10 PSMB4 PSMB8 PSMB9 PSMG2 PSTPIP1 PTEN PTH1R PTPN11 PTPN2 PTPN22 PTPRC PXK RAB23 RAB27A RABL3 RAC2 RAF1 RAG1 RAG2 RARA RARB RASA1 RASA2 RASGRP1 RBCK1 RBM8A RELN RERE REST RFWD3 RHAG RHCE RHD RINT1 RIPK1 RIT1 RMRP RNASEH2A RNASEH2B RNASEH2C RNF168 RNF6 RNU4ATAC RNU7-1 RORC RPGR RPGRIP1 RPGRIP1L RPSA RRAS RRAS2 RREB1 RSPH1 RSPH3 RSPH4A RSPH9 RSPRY1 RTEL1 RTL1 RUNX1 SAMD9 SAMD9L SAMHD1 SAT1 SC5D SCARB2 SCNN1A SCNN1B SCNN1G SCYL1 SDHD SEC23B SEC24C SEMA4D SERPINA1 SETBP1 SF3B1 SGSH SH2B3 SH2D1A SH3BP2 SKI SKIC2 SKIC3 SLC17A5 SLC25A13 SLC29A3 SLC2A1 SLC30A10 SLC37A4 SLC39A4 SLC4A1 SLC7A7 SLCO2A1 SMAD2 SMAD4 SMPD1 SNX10 SNX14 SOCS1 SOS1 SOS2 SOX10 SOX18 SP110 SPAG1 SPEF2 SPEN SPP1 SPRED2 SPTA1 SPTB SRSF2 STAT1 STAT2 STAT3 STAT4 STAT5B STEAP3 STIM1 STING1 STK36 STRA6 STX11 STXBP2 SUMF1 SYK TALDO1 TBL1XR1 TBX1 TBX2 TBXAS1 TCF3 TCF4 TCIRG1 TCOF1 TCTN1 TCTN2 TCTN3 TERC TERF2IP TERT TET2 TFAP2A TFE3 TGFB1 TGFBR2 THPO TINF2 TLR4 TLR7 TLR8 TMEM107 TMEM216 TMEM231 TMEM237 TMEM67 TNFAIP3 TNFRSF11A TNFRSF13B TNFRSF13C TNFRSF1A TNFRSF1B TNFRSF4 TNFRSF9 TNFSF11 TNFSF12 TNFSF4 TNIP1 TOM1 TP53 TP63 TPI1 TPP2 TRAC TREX1 TRIM28 TRIP13 TRNT1 TRPV6 TSC1 TSC2 TTC12 TTC26 TTC7A TULP3 TWIST1 TXNDC15 TYMS UBAC2 UBE2L3 UBE4B UBR1 UFD1 UMPS UNC13D UNG UROD UROS USB1 USP53 VANGL2 VPS11 VPS13A VPS33A VPS33B VPS45 WAS WDR1 WDR35 WIPF1 WNT3 WNT7B WRAP53 WT1 WWOX XIAP XK XRCC4 YARS1 YME1L1 ZAP70 ZBTB16 ZBTB7A ZEB2 ZFYVE19 ZIC3 ZMYND10 ZNF699 ZNFX1 HP_ABNORMALITY_OF_THE_MENSTRUAL_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_MENSTRUAL_CYCLE AGGF1 AGPAT2 AIP AKT1 AKT2 ALMS1 ANOS1 ANTXR1 AR ARMC5 ATP7B ATRX AXL BAP1 BBS9 BCOR BLOC1S3 BLOC1S5 BMP15 BMP2 BMP6 BMPR1B BNC1 BPTF BRAF BRD4 BSCL2 BTG4 C14orf39 CAV1 CAVIN1 CCDC141 CDH23 CDKN1A CDKN1B CDKN1C CDKN2B CDKN2C CDON CHD7 CIDEC CISD2 CLPP CPE CTDP1 CYB5A CYP11B1 CYP17A1 CYP19A1 DCC DHH DHX37 DIAPH1 DIAPH2 DMRT3 DNM1L DTNBP1 DUSP6 EIF2B1 EIF2B2 EIF2B3 EIF2B4 ERAL1 ERCC6 ERCC8 ESR1 ESR2 F10 F11 F13A1 F13B F2 F5 F7 F8 FANCM FEZF1 FGA FGB FGF17 FGF8 FGFR1 FGFR3 FGG FIGLA FIP1L1 FLI1 FLRT3 FMR1 FOS FOXA2 FOXL2 FSHB FSHR GALT GATA3 GATA4 GDF9 GHR GLI2 GNAS GNRH1 GNRHR GP1BA GP1BB GP6 GP9 GPR101 GPR161 H6PD HAMP HARS2 HDAC8 HERC2 HESX1 HFE HFM1 HJV HMGA2 HPS4 HPS5 HS6ST1 HSD17B4 HSF2BP IGF2 IL17RD IRF2BP2 ITGA2B ITGA8 ITGB3 KISS1 KISS1R KPNA7 LARS2 LEP LEPR LHB LHX4 LIG4 LIPE LMAN1 LMNA MAGEL2 MAP3K1 MCFD2 MCM8 MCM9 MEN1 MKRN3 MOS MRPS22 MSH4 MSH5 MSTO1 MYH9 NABP1 NBEAL2 NDN NDNF NF2 NHLH2 NIN NIPBL NOBOX NPAP1 NPM1 NR0B1 NR3C1 NR5A1 NSMF NUMA1 NUP107 OCA2 OTX2 PAPSS2 PCSK1 PDE4D PDGFB PEX1 PEX10 PEX6 PHKA2 PHKB PHKG2 PIK3CA PLAG1 PLAU PLIN1 PML POF1B POLG POLG2 POLR3H POR POU1F1 PPARG PRKACG PRKAR1A PRLR PROK2 PROKR2 PROP1 PRORP PSMB8 PSMC3IP PSMD12 PTPN11 PWAR1 PWRN1 RAD21 RARA RASGRP2 RCBTB1 RNF216 ROBO1 SEMA3A SEMA3E SERPINE1 SETD2 SIM1 SLC25A13 SLC29A3 SLC37A4 SLFN14 SMARCB1 SMARCE1 SMC1A SMC3 SMCHD1 SMO SNORD115-1 SNORD116-1 SNRPN SOHLH1 SOST SOX10 SOX3 SOX9 SPIDR SPRY4 SRA1 SRY STAG3 STAT3 STAT5B STUB1 SUFU SYCE1 TAC3 TACR3 TBL1X TBL1XR1 TERT TFR2 TKT TP53 TP63 TPR TRAF7 TRIP13 TRMT10A TWNK USP48 USP8 VAMP7 VWF WAS WDR11 WIPF1 WNT4 WNT7A WRN WT1 WWOX YARS1 ZBTB16 ZFPM2 ZMPSTE24 ZSWIM7 HP_ABNORMALITY_OF_THE_METOPIC_SUTURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_METOPIC_SUTURE ABCC8 ACTB ACTG1 ADAMTSL1 ADARB1 ADSL ALG9 ASXL1 ASXL3 ATIC CAMSAP1 CDC6 CDK8 CDKN1C CLCN3 COL25A1 DDB1 DIAPH1 ERCC1 ERCC2 ERCC5 ERCC6 ERF ERMARD FGFR1 FGFR2 FOXG1 FREM1 GCK GJA5 GJA8 GLI3 GNPTAB GPC3 GPC4 H3-3B HERC1 HNRNPK HNRNPU IFT140 IGF2 IL11RA INS INTU KANSL1 KCNJ11 KCNQ1 KCNQ1OT1 KDM4B KDM5B LMX1B MAF MAP1B MAPK1 MID1 MSX2 NAA10 NARS2 NFIA NOTCH3 NSRP1 NUP188 OTUD5 PCDHGC4 PDX1 PIGA PIGT PPFIBP1 PPP2R1A PTCH1 PURA RNU4ATAC RTTN SC5D SETBP1 SIX2 SMARCD1 SMG9 SON SRCAP STAT3 STXBP1 TBCK TMEM216 TOGARAM1 TWIST1 WDR35 ZFHX4 ZNF292 ZNF462 HP_ABNORMALITY_OF_THE_MIDDLE_EAR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_MIDDLE_EAR A2ML1 ABCA12 ABCA4 ABCC6 ACP5 ACVR1 ADA ADA2 ADAMTS3 ADAT3 AFF4 AGA AGBL5 AGR2 AHI1 AHR AIFM1 AIRE AK2 ALMS1 ALOX12B ALOXE3 ALX1 ALX3 AMER1 AMMECR1 ANAPC1 ANKH ANKRD11 AP3B1 APC2 ARHGAP29 ARHGEF18 ARHGEF38 ARID2 ARL2BP ARL3 ARL6 ARSL ARVCF ASPRV1 ATN1 B3GALT6 B3GLCT BAP1 BAZ1B BBS1 BBS2 BCL7B BCOR BEST1 BLM BLNK BMP2 BMP4 BPTF BRD4 BTK BUD23 C1QB C4B CA2 CA4 CACNA1B CARMIL2 CASZ1 CC2D2A CCBE1 CCDC103 CCDC39 CCDC40 CCDC47 CCDC65 CCNO CD19 CD247 CD3D CD3E CD3G CD4 CD79A CD79B CD81 CDC42BPB CDCA7 CDH1 CDH11 CDHR1 CDK5RAP2 CERKL CFAP221 CFAP298 CFAP300 CFAP418 CFAP45 CFAP52 CFAP74 CFI CHD7 CHRNG CIITA CLCN7 CLIP2 CLRN1 CNGA1 CNGB1 CNOT1 CNOT3 COBLL1 COG1 COL11A1 COL11A2 COL1A1 COL1A2 COL2A1 COMT CORO1A CPLANE1 CPLX1 CR2 CRB1 CREB3L1 CREBBP CRX CTBP1 CTLA4 CTNND1 CTSK CXCR4 CYBA CYBB CYBC1 CYP4F22 DCHS1 DCLRE1C DDB1 DDR2 DEAF1 DHCR7 DHDDS DHODH DHX38 DIAPH3 DLG1 DLK1 DLST DLX4 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAJC30 DNAL1 DNMT3A DOCK2 DOCK8 DPF2 DPP9 DRC1 DVL1 EDN1 EDNRA EFTUD2 EIF4H EIF5A ELANE ELMO2 ELMOD3 ELN ENPP1 EP300 EPAS1 ERCC6 ERCC8 ERF EXT1 EYA1 EYA4 EYS FAM149B1 FAM161A FAM20C FANCF FANCI FAT4 FBN1 FBXW7 FCGR3A FGF10 FGF3 FGF9 FGFR2 FGFR3 FGFRL1 FH FKBP14 FKBP6 FLII FLNA FLNB FMR1 FOCAD FOXJ1 FOXP1 FRAS1 FREM2 FSCN2 FZD2 G6PC3 GABRD GALNT2 GAS2L2 GAS8 GATA1 GATA2 GDF5 GDF6 GJA1 GJB2 GJB6 GLRA2 GMNN GNB2 GNPTAB GNS GP1BB GRHL3 GRIP1 GSC GTF2I GTF2IRD1 GTF2IRD2 GUCA1B GUSB H4C3 H4C5 HAX1 HDAC4 HDAC8 HEPHL1 HGSNAT HIRA HLA-B HLA-DPA1 HLA-DPB1 HLA-DRB1 HNRNPK HOXA2 HSPG2 HYAL1 HYDIN ICOS IDH3A IDH3B IDS IDUA IFT140 IFT172 IFT88 IGBP1 IGHG2 IGHM IGKC IGLL1 IKBKB IKBKG IL11RA IL17RA IL21R IL2RB IL2RG IL6R IL6ST IL7R IMPDH1 IMPG1 IMPG2 IQSEC2 IRF2BP2 IRF6 JAGN1 JAK3 JMJD1C KANSL1 KAT6A KCNAB2 KDM6A KIAA0753 KIAA1549 KIF15 KIF1B KIF7 KIZ KLHL7 KMT2A KMT2D KMT5B LBR LETM1 LIG1 LIMK1 LIPN LMNA LONP1 LRAT LRBA LRP5 LRRC56 LRRC8A LUZP1 MAGT1 MAK MAN2B1 MAP3K7 MAPK1 MASP1 MAX MCIDAS MDH2 MED12 MEG3 MEOX1 MERTK METTL27 MGP MLXIPL MMP23B MNS1 MPDU1 MS4A1 MSX1 MYCN MYH3 NAA10 NBN NCF1 NCF2 NCF4 NCKAP1L NECTIN1 NEK1 NEK10 NEK2 NELFA NF1 NFIX NFKB1 NFKB2 NFKBIA NIPAL4 NIPBL NKX2-1 NME5 NME8 NOG NOTCH2 NOTCH2NLC NOTCH3 NR2E3 NRL NSD1 NSD2 NXN OCRL ODAD1 ODAD2 ODAD3 ODAD4 OFD1 OSTM1 OTOF P4HA2 PAX1 PCARE PCGF2 PCYT1A PDE6A PDE6B PDE6D PDE6G PDGFRA PDPN PEPD PGM1 PGM3 PHIP PIGG PIGL PIK3C2A PIK3CD PIK3CG PIK3R1 PLCG2 PLG PNP POLR1B POLR1C POLR1D POLR3A POMGNT1 POR PORCN POU3F4 PRCD PRDM16 PRDM5 PRKAR1B PRKCD PRKCZ PROM1 PRORP PRPF3 PRPF31 PRPF4 PRPF6 PRPF8 PRPH2 PRRX1 PRTN3 PSMB8 PSMD12 PTEN PTPN22 RAB23 RAC1 RAC2 RAD21 RAG1 RAG2 RAI1 RBP3 RDH12 RECQL4 REEP6 RELB RERE RET RFC2 RFX5 RFXANK RFXAP RGR RHO RIC1 RLBP1 RNF168 RNF2 RNU4ATAC ROBO1 ROM1 ROR2 RP1 RP1L1 RP2 RP9 RPE65 RPGR RPL11 RPS23 RPS26 RPS28 RREB1 RSPH1 RSPH3 RSPH4A RSPH9 RTL1 RUNX2 SAG SALL4 SC5D SCAPER SDCCAG8 SDHA SDHAF2 SDHB SDHC SDHD SDR9C7 SEC24C SEMA4A SETBP1 SETD2 SF3B2 SF3B4 SGMS2 SH2B1 SH3KBP1 SIN3A SIX1 SIX5 SKI SLC25A11 SLC25A12 SLC25A24 SLC35C1 SLC37A4 SLC39A7 SLC7A14 SLF2 SMARCD2 SMC1A SMC3 SMCHD1 SMG9 SNRNP200 SNRPB SNX10 SOST SOX9 SP7 SPAG1 SPATA7 SPEF2 SPEN SPI1 SPTBN1 SRCAP SRY STAC3 STAG2 STAT3 STK36 STX1A SULT2B1 SYK TAF1 TAOK1 TAP1 TAP2 TAPBP TBL2 TBX1 TBX22 TBX4 TCF3 TCIRG1 TCOF1 TCTN3 TELO2 TFAP2A TFE3 TGDS TGM1 TLK2 TLR8 TMCO1 TMEM127 TMEM216 TMEM270 TMEM67 TNFRSF11A TNFRSF13B TNFRSF13C TNFSF11 TNFSF12 TNRC6B TOPORS TP63 TP73 TPP2 TRAC TRPS1 TSHZ1 TSR2 TTC12 TTC8 TUB TULP1 TWIST1 TXNL4A UBB UBE4B UFD1 UNC119 USB1 USH2A USP26 VARS1 VHL VPS37D WAS WDR26 WIPF1 ZBTB20 ZEB2 ZMPSTE24 ZMYND10 ZNF341 ZNF408 ZNF469 ZNF513 ZNF699 HP_ABNORMALITY_OF_THE_MIDDLE_EAR_OSSICLES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_MIDDLE_EAR_OSSICLES ABCC6 BPTF COL1A1 COL1A2 ENPP1 EYA1 GDF6 GJB2 GJB6 IDS IL11RA MAP3K7 NOG NOTCH3 POLR1D POU3F4 PSMD12 RAD21 SETBP1 SIX1 SIX5 STAG2 TFAP2A HP_ABNORMALITY_OF_THE_MIDDLE_PHALANGES_OF_THE_TOES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_MIDDLE_PHALANGES_OF_THE_TOES EOGT FGFR1 FGFR2 FGFR3 FIG4 HOXD13 IHH NOG RAB23 TRPV4 VAC14 HP_ABNORMALITY_OF_THE_MIDDLE_PHALANX_OF_THE_2ND_FINGER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_MIDDLE_PHALANX_OF_THE_2ND_FINGER BHLHA9 BMP2 BMPR1B FIG4 GDF5 HOXD13 IFT140 INTU MYCN NSDHL RUNX2 SRCAP HP_ABNORMALITY_OF_THE_MIDDLE_PHALANX_OF_THE_5TH_FINGER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_MIDDLE_PHALANX_OF_THE_5TH_FINGER ATP6V1B2 BHLHA9 BMP2 BMPR1B DVL1 GATA1 GDF5 GJA1 GNB2 HOXD13 IFT140 IGF2 MYCN NIN NOG PUF60 RBBP8 ROR2 RUNX2 SRCAP TFAP2B WNT5A HP_ABNORMALITY_OF_THE_MITOCHONDRION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_MITOCHONDRION AARS2 ACAD8 ACAD9 ACADM AFG3L2 AGK AIFM1 AK2 ATP5F1A ATP5F1D ATP5F1E ATPAF2 BCS1L BOLA3 C1QBP CAMKMT CARS2 CDK5 CHCHD10 CHKB COA3 COA5 COA6 COA8 COL7A1 COX16 COX20 COX4I1 COX5A COX6A2 CPT2 CRLS1 CYBA CYBB CYC1 CYP27A1 DGUOK DLAT DLD DNA2 DNAJC30 DNM1L DNMT1 EARS2 ECHS1 EHHADH ELAC2 ETFA ETFB ETFDH FBXL4 FDX2 FDXR FH FLAD1 FOXRED1 FUS FXN GATC GATM GFER GFM1 GFM2 GGPS1 GLRX5 GNE GTPBP3 GYG1 HACD1 HADH HADHA HIBCH HSD17B10 IBA57 ISCA2 ISCU KARS1 LIAS LIG3 LRPPRC LYRM4 LYRM7 MECR MFF MGME1 MIEF2 MMP1 MPV17 MRM2 MRPL12 MRPS14 MRPS16 MRPS22 MRPS23 MRPS25 MT-ATP6 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MT-TE MT-TF MT-TH MT-TL1 MT-TL2 MT-TN MT-TQ MT-TS1 MT-TS2 MT-TW MTFMT MTO1 MTRFR MYH14 MYH7 NADK2 NARS2 NAXE NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA4 NDUFA6 NDUFA8 NDUFA9 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF6 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB7 NDUFB8 NDUFB9 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NEB NFS1 NFU1 NSUN3 NUBPL PDHA1 PDHB PDHX PDP1 PET100 PET117 PEX5 PNPT1 POLG POLG2 PPM1B PREPL PTCD3 PUS1 QRSL1 RARS2 RRM2B SCN4A SCO1 SCO2 SDHA SDHB SDHD SFXN4 SLC25A10 SLC25A20 SLC25A26 SLC25A3 SLC25A4 SLC34A1 SLC39A8 SLC3A1 SPG7 SQSTM1 SUCLA2 SUCLG1 TAFAZZIN TARDBP TBK1 TIMM22 TIMM50 TIMMDC1 TK2 TMEM126B TMEM70 TRIT1 TRMT5 TRMU TSFM TTC19 TTN TWNK TXN2 TYMP UQCC2 UQCC3 UQCRB UQCRH UQCRQ VARS2 VCP YARS2 HP_ABNORMALITY_OF_THE_MUSCULATURE_OF_THE_HAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_MUSCULATURE_OF_THE_HAND AAAS ACTA1 ADA2 AGRN AK9 ALS2 BICD2 BSCL2 CADM3 CAV3 CHCHD10 CHRNA1 CHRNB1 CHRND CHRNE COL13A1 COLQ COMP DCTN1 DOK7 DYSF EIF4A3 EMILIN1 FBXO38 FBXW11 FGD4 FGFR2 FLNA FLNC FXN GARS1 GATA1 GBF1 GDAP1 GJB1 GMPPA GNE GYG1 HARS1 HEATR3 HINT1 HOXA13 HSPB3 IDUA ITPR3 JAG1 KANSL1 KIF1A KLHL9 LAMB2 LDB3 LMNA LRP4 MAP3K7 MARS1 MATR3 MB MFN2 MORC2 MPZ MUSK MYH7 NEB NEFL NGLY1 PDK3 PLOD3 PMP22 PNPLA2 POLG PRX RAD51C RAPSN REEP1 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RYR1 SALL4 SBF2 SCN4A SIGMAR1 SLC12A6 SLC25A21 SLC39A13 SLC52A3 SLC5A6 SPG11 SPTLC1 SQSTM1 STIM1 SVBP TBX5 TFG TIA1 TIMM8A TK2 TRAPPC11 TRIM2 TRPV4 TSR2 TTN VCP YARS1 HP_ABNORMALITY_OF_THE_MUSCULATURE_OF_THE_LIMBS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_MUSCULATURE_OF_THE_LIMBS AAAS AARS1 ABCD1 ABHD5 ACOX1 ACTA1 ACTB ACTL6B ACTN2 ADA2 ADAR ADCY5 ADGRG1 ADSS1 AFG3L2 AGRN AIFM1 AK9 AKT1 ALAD ALDH18A1 ALG11 ALG14 ALG2 ALS2 ALX1 ALX3 AMPD1 AMPD3 ANO10 ANO5 ANXA11 AP3B2 AP4M1 AP5Z1 AR ARSI ARV1 ASAH1 ASH1L ASNS ASXL1 ASXL2 ATL1 ATL3 ATP13A2 ATP1A1 ATP1A2 ATP1A3 ATP5MC3 ATP6V0A2 ATP6V1A ATP7B ATRX B4GALNT1 BAG3 BAP1 BICD2 BIN1 BRAF BRAT1 BRF1 BSCL2 BTD BVES C19orf12 CACNA1A CACNA1B CACNA1G CACNA1S CACNA2D1 CADM3 CAMSAP1 CAPN1 CAPN3 CAV1 CAV3 CCDC8 CCND1 CCNF CD59 CDC42BPB CDK19 CELF2 CEP126 CFL2 CHAT CHCHD10 CHRNA1 CHRNB1 CHRND CHRNE CIDEC CLCN1 CLDN11 CLP1 CLTC CNKSR2 COA7 COG4 COL12A1 COL13A1 COL25A1 COL6A1 COL6A2 COL6A3 COLQ COMP COX20 COX6A1 CPLANE1 CPOX CPT1C CRPPA CRYAB CSGALNACT1 CUL7 CYFIP2 CYP27A1 CYP7B1 DAG1 DALRD3 DARS2 DCTN1 DDC DDHD1 DDHD2 DES DGUOK DHDDS DHPS DHTKD1 DHX16 DKK1 DMD DMXL2 DNA2 DNAJB2 DNAJB6 DNAJC12 DNAJC6 DNM1 DNM1L DNM2 DNMT3B DOCK6 DOK7 DPAGT1 DPH5 DPM3 DSTYK DYM DYNC1H1 DYSF EBP EEF1A2 EGR2 EIF2B2 EIF2B3 EIF4A3 ELOVL4 EMC1 EMD EMILIN1 EPHB4 ERCC1 ERCC6 ERCC8 ERGIC1 ERLIN2 EXTL3 EYA1 FA2H FAR1 FARS2 FBLN5 FBN1 FBN2 FBXO28 FBXO38 FBXW11 FDX2 FGD4 FGF12 FGF13 FGFR2 FHL1 FKRP FKTN FLI1 FLNA FLNB FLNC FRG1 FRMD4A FXN FZR1 GAA GABBR2 GABRA2 GABRA3 GABRA5 GABRB2 GABRG2 GALC GAN GARS1 GATA1 GBA2 GBF1 GCH1 GDAP1 GDAP2 GDF11 GFAP GFM2 GFPT1 GIPC1 GJB1 GMPPA GMPPB GNB1 GNB2 GNB4 GNE GPHN GRIK2 GRIN2D GRM7 GYG1 H4C5 HACD1 HACE1 HADHA HADHB HARS1 HCN1 HEATR3 HEXB HINT1 HK1 HMBS HNRNPA1 HNRNPDL HOXA13 HSPB1 HSPB3 HSPB8 HSPD1 HSPG2 HYCC1 IBA57 IDUA IFIH1 IGHMBP2 INF2 ITGA7 ITPR3 JAG1 JAG2 KANSL1 KARS1 KAT6A KATNB1 KBTBD13 KCNA1 KCNA2 KCNB1 KCNJ10 KCNJ18 KCNJ2 KDM1A KDM5C KIDINS220 KIF1A KIF1B KIF5A KIFBP KLHL41 KLHL9 KPNA3 KY L1CAM LAMA2 LAMB2 LAMP2 LARGE1 LBR LDB3 LGI4 LIG3 LIMS2 LIPE LMNA LMOD3 LMX1B LPIN1 LRIF1 LRP12 LRP4 LRSAM1 LTBP4 LYST MAP3K20 MAP3K7 MAPT MARS1 MATR3 MB MCM3AP MED11 MEGF10 MFN2 MICU1 MINPP1 MLIP MME MORC2 MPV17 MPZ MRPS2 MT-ATP6 MT-CO1 MT-CO3 MT-TE MTAP MTHFR MTMR14 MTPAP MTRFR MTRR MTTP MUSK MYBPC1 MYF6 MYH14 MYH2 MYH7 MYL2 MYMK MYMX MYO9A MYOT MYPN NCAPD3 NDRG1 NDUFA9 NDUFC2 NEB NECAP1 NEFH NEFL NF1 NF2 NGLY1 NIPA1 NOTCH2NLC NTRK2 NUP54 NUP62 NUS1 OBSCN OBSL1 OPA1 ORAI1 OSTM1 PABPN1 PACS2 PARS2 PAX1 PAX3 PCCA PCCB PDGFB PDK3 PDXK PEX7 PHKA1 PHKB PHYH PI4KA PIEZO2 PIGA PIGN PIGP PIK3CA PLAA PLEC PLIN1 PLIN4 PLOD1 PLOD3 PLP1 PLXND1 PMP2 PMP22 PNKP PNPLA2 PNPLA6 PNPT1 PODXL POGLUT1 POLG POLG2 POLR3A POMGNT1 POMGNT2 POMK POMT1 POMT2 POPDC3 POU3F4 PPARG PPOX PPP3CA PRDM13 PRNP PRORP PRPS1 PRR12 PRX PSAP PTPN11 PTS PUS1 PYCR2 PYROXD1 RAB7A RAD51C RAF1 RAI1 RAPSN RARS1 RASA1 RBM8A REEP1 REV3L RHOBTB2 RILPL1 RNASEH1 RNF170 RNU7-1 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RRM2B RTN2 RYR1 RYR3 SACS SALL4 SARDH SBF1 SBF2 SCN3A SCN4A SCN8A SCO2 SCYL1 SCYL2 SDHA SDHAF1 SDHB SDHD SECISBP2 SELENON SEPSECS SEPTIN9 SGCA SGCB SGCD SGCG SH3TC2 SIGMAR1 SLC12A6 SLC13A5 SLC16A2 SLC18A3 SLC1A2 SLC25A1 SLC25A19 SLC25A21 SLC25A4 SLC30A9 SLC31A1 SLC33A1 SLC35C1 SLC38A3 SLC39A13 SLC39A14 SLC52A2 SLC52A3 SLC5A6 SLC5A7 SLC6A3 SMARCB1 SMARCE1 SMCHD1 SMG9 SMN1 SMN2 SMO SMPX SNAP25 SORD SPART SPAST SPATA5 SPEG SPG11 SPG21 SPG7 SPR SPRED2 SPTLC1 SPTLC2 SQSTM1 SRPX2 SRY STIM1 SUFU SVBP SYNE1 SYNE2 SYNGAP1 SYNJ1 SYT2 SZT2 TARS2 TBCE TBX3 TBX5 TCAP TDP1 TERT TFG TGFB3 TIA1 TIMM8A TK2 TMEM43 TNNT1 TNPO3 TNR TPM2 TPM3 TRAF7 TRAK1 TRAPPC11 TRIM2 TRIM32 TRIO TRIP4 TRPS1 TRPV4 TSEN15 TSEN2 TSEN34 TSEN54 TSR2 TTN TWNK TYMP UBA5 UBAP1 UBTF UFC1 UFSP2 UNC45B USP8 VAMP1 VAPB VCP VHL VMA21 VPS13A VPS13D VPS37A VWA1 WARS1 WARS2 WASHC5 WDR48 WWOX YARS1 YWHAG ZFYVE26 ZFYVE27 HP_ABNORMALITY_OF_THE_MUSCULATURE_OF_THE_LOWER_LIMBS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_MUSCULATURE_OF_THE_LOWER_LIMBS AAAS ABCD1 ADSS1 ANO10 ANO5 AR ATP13A2 BIN1 BSCL2 CAPN3 CAV3 CHCHD10 CIDEC CLCN1 CRPPA CRYAB DAG1 DARS2 DES DHX16 DKK1 DMD DNAJC6 DNM2 DPM3 DYNC1H1 DYSF EMD FBN2 FHL1 FKRP FKTN FLNC FRG1 GMPPA GMPPB GNE HACE1 HINT1 HNRNPDL KCNA1 KIF1A KIF5A KLHL9 LAMA2 LARGE1 LDB3 LIMS2 LMNA LMX1B LTBP4 MAP3K20 MATR3 MICU1 MT-ATP6 MTMR14 MYF6 MYH7 NEB NEFL PI4KA PLEC PLIN1 PMP22 PNPLA2 PODXL POMGNT1 POMGNT2 POMK POMT1 POMT2 POPDC3 PPARG RASA1 REEP1 RYR1 SACS SGCA SGCB SGCD SGCG SLC25A1 SMN1 SMN2 SPAST SPG11 SPTLC1 SRY SYNE1 SYNE2 SYNJ1 TCAP TMEM43 TRAPPC11 TRIM32 TRPV4 TTN UNC45B VAMP1 VAPB VCP VMA21 VPS13A WASHC5 ZFYVE26 HP_ABNORMALITY_OF_THE_MUSCULATURE_OF_THE_THIGH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_MUSCULATURE_OF_THE_THIGH ADSS1 ANO5 DYNC1H1 EMD FHL1 HNRNPDL LMNA LMX1B NEFL REEP1 RYR1 SGCD SMN1 SMN2 SPG11 SPTLC1 SYNE1 SYNE2 TMEM43 TRPV4 VMA21 HP_ABNORMALITY_OF_THE_MUSCULATURE_OF_THE_UPPER_ARM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_MUSCULATURE_OF_THE_UPPER_ARM DNM2 EMD FHL1 HNRNPDL LMNA LMX1B MORC2 MTMR14 SGCD SYNE1 SYNE2 TCAP TMEM43 TRPV4 HP_ABNORMALITY_OF_THE_MUSCULATURE_OF_THE_UPPER_LIMBS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_MUSCULATURE_OF_THE_UPPER_LIMBS AAAS ABHD5 ACTA1 ADA2 ADSS1 AGRN AK9 ALG14 ALG2 ALS2 ALX1 ALX3 ANO5 ANXA11 ASH1L ATP6V0A2 BAG3 BICD2 BIN1 BRAF BSCL2 C19orf12 CADM3 CAPN3 CAV3 CCDC8 CEP126 CFL2 CHCHD10 CHRNA1 CHRNB1 CHRND CHRNE CLDN11 COL12A1 COL13A1 COL6A1 COL6A2 COL6A3 COLQ COMP CPLANE1 CPOX CRPPA CRYAB CSGALNACT1 CUL7 CYP7B1 DCTN1 DMD DNA2 DNAJB6 DNM1L DNM2 DOK7 DPAGT1 DSTYK DYSF EIF4A3 EMD EMILIN1 EYA1 FBLN5 FBN1 FBXO38 FBXW11 FGD4 FGFR2 FHL1 FKRP FKTN FLNA FLNB FLNC FRG1 FXN GALC GARS1 GATA1 GBF1 GDAP1 GDF11 GFPT1 GIPC1 GJB1 GMPPA GMPPB GNB4 GNE GYG1 HACD1 HARS1 HEATR3 HINT1 HK1 HMBS HNRNPDL HOXA13 HSPB1 HSPB3 IDUA INF2 ITGA7 ITPR3 JAG1 JAG2 KANSL1 KAT6A KBTBD13 KCNJ2 KIF1A KIF5A KLHL41 KLHL9 KY LAMA2 LAMB2 LDB3 LGI4 LIPE LMNA LMX1B LPIN1 LRIF1 LRP12 LRP4 MAP3K20 MAP3K7 MARS1 MATR3 MB MFN2 MORC2 MPZ MT-CO1 MT-CO3 MT-TE MTMR14 MTPAP MUSK MYBPC1 MYF6 MYH2 MYH7 MYL2 MYMK MYMX MYOT MYPN NDRG1 NEB NEFH NEFL NGLY1 NOTCH2NLC OBSCN OBSL1 OPA1 PAX1 PAX3 PDK3 PLEC PLIN4 PLOD3 PLXND1 PMP22 PNPLA2 POGLUT1 POLG POLG2 POMT1 POMT2 PPOX PRR12 PRX PSAP PTPN11 PUS1 PYROXD1 RAD51C RAF1 RAPSN RBM8A REEP1 REV3L RILPL1 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RRM2B RYR1 RYR3 SALL4 SBF2 SCN4A SELENON SEPSECS SEPTIN9 SGCA SGCB SGCD SGCG SIGMAR1 SLC12A6 SLC25A21 SLC25A4 SLC39A13 SLC52A3 SLC5A6 SMCHD1 SMN1 SMN2 SMPX SPEG SPG11 SPG7 SPRED2 SPTLC1 SQSTM1 STIM1 SVBP SYNE1 SYNE2 TBX3 TBX5 TCAP TFG TGFB3 TIA1 TIMM8A TK2 TMEM43 TNNT1 TNPO3 TNR TPM2 TPM3 TRAPPC11 TRIM2 TRIM32 TRIO TRPS1 TRPV4 TSEN15 TSEN2 TSEN34 TSEN54 TSR2 TTN TWNK VCP VPS37A VWA1 WARS1 YARS1 HP_ABNORMALITY_OF_THE_NAIL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_NAIL AAGAB AARS1 ABCA1 ABCA12 ACAN ACD ACTG2 ACTL6B ACVRL1 ADAM17 ADAMTSL2 ADNP AFF4 AIP AIRE AKT1 ALDH3A2 ALG12 ALG3 ALOX12B ALOXE3 ANAPC1 ANGPT1 ANGPT2 ANTXR1 AP1B1 AP1S3 APC APC2 APCDD1 ARHGAP31 ARID1A ARID1B ARID2 ARX ASPRV1 ATL1 ATP2A2 ATP6V0A2 ATP6V1B2 ATR B3GALT6 BANF1 BAZ1B BCL7B BCR BHLHA9 BICRA BLM BMP2 BMP4 BMPER BMPR1B BRAF BUD23 CAMK2B CAMK2G CARD14 CARS1 CASK CASR CAST CCDC22 CCDC32 CD151 CD28 CDH1 CDH3 CDIN1 CDKL5 CDKN1C CDSN CEBPE CENPT CERS3 CKAP2L CLEC7A CLIP2 COL11A1 COL11A2 COL14A1 COL17A1 COL7A1 COX7B CPLX1 CPT2 CRKL CSTA CSTB CTBP1 CTC1 CTLA4 CTNND1 CTSC CTSK CWC27 CYB5A CYB5R3 CYP4F22 DCLRE1B DHX37 DKC1 DLK1 DLL4 DLX3 DMXL2 DNAJC21 DNAJC30 DOCK6 DPF2 DPH1 DPH2 DPM1 DPYD DPYSL5 DSC3 DSG1 DSG4 DSP DST DVL1 DVL3 DYNC2LI1 EBP ECE1 EDA EDAR EDARADD EED EFNB1 EGFR EIF4H EIF5A ELN ENG ENPP1 EOGT EPS8L3 ERCC2 ERCC3 EVC EVC2 EXT2 EZH2 FAM111B FBXO28 FERMT1 FGF10 FGF9 FGFR1 FGFR2 FGFR3 FGFRL1 FHL1 FIG4 FKBP6 FLNA FLNB FLT4 FOCAD FOXC2 FOXN1 FOXP3 FRAS1 FTL FTO FUCA1 FZD2 FZD6 GDF5 GJA1 GJB2 GJB3 GJB4 GJB6 GJC2 GLI1 GLI3 GNA11 GNAO1 GPC3 GPC4 GPR101 GRHL2 GRIN1 GRM7 GSN GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 H3-3B HCCS HEPHL1 HGD HHAT HLA-B HLA-C HMGA2 HOXA13 HOXC13 HPGD HRAS HUWE1 HYMAI IFIH1 IFNG IFT122 IFT43 IFT52 IGF2 IHH IKBKG IL11RA IL17F IL17RA IL17RC IL36RN IL6ST INPPL1 INSR IRF6 ITGA3 ITGA6 ITGB4 JUP KANK2 KCNA1 KCNH1 KCNMA1 KCNN3 KCTD1 KDF1 KDM1A KDSR KIF11 KIF15 KIF1A KLHL24 KMT2D KRAS KRT1 KRT10 KRT14 KRT16 KRT17 KRT5 KRT6A KRT6B KRT74 KRT81 KRT83 KRT85 KRT86 KRT9 LAMA3 LAMB3 LAMC2 LETM1 LIG4 LIMK1 LIPH LIPN LMNA LMX1B LORICRIN LPAR6 LRP4 LSS MACROH2A1 MAF MAP2K1 MAP2K2 MAP3K20 MAPK1 MARS1 MBTPS2 MCTP2 MEG3 METTL27 MLXIPL MMP1 MPLKIP MSX1 MTX2 MVK MYOF NAF1 NCF1 NDUFB11 NECTIN1 NECTIN4 NEPRO NEUROD2 NFKB2 NFKBIA NHP2 NIPAL4 NLRP1 NOG NOP10 NOTCH1 NOTCH2 NPM1 NPR2 NSD1 NSD2 NSDHL NSUN2 NTRK1 NXN ODC1 ORC1 OTUD5 PARN PAX9 PDE4D PEPD PERP PEX1 PEX2 PEX6 PEX7 PGAP2 PGAP3 PHYH PI4KA PIEZO1 PIGA PIGB PIGF PIGL PIGN PIGO PIGP PIGQ PIGV PIGW PIGY PITX1 PKP1 PLAG1 PLAGL1 PLCD1 PLEC PLOD3 PNKP PNPLA1 POC1A POFUT1 POGLUT1 POLR3A POMP POP1 PORCN PPM1D PPP1CB PPP2R5D PQBP1 PRKACA PRKACB PRKAR1A PRKD1 PRR12 PSENEN PTDSS1 PTEN RAB3GAP1 RAB3GAP2 RAB7A RAF1 RBBP8 RBCK1 RBPJ RECQL RECQL4 RERE RETREG1 RFC2 RIPK4 RLIM RNF113A RNF13 RNU12 RNU4ATAC ROR2 RPA1 RPL21 RPS6KA3 RSPO1 RSPO4 RTEL1 RTL1 RUNX2 SASH1 SATB2 SCN1B SCN2A SCN9A SCO2 SDR9C7 SET SETBP1 SETD2 SF3B1 SHANK3 SHOC2 SHOX SIAH1 SIK1 SIN3A SIN3B SLC24A4 SLC25A22 SLC25A24 SLC32A1 SLC35D1 SLC39A4 SLCO2A1 SLURP1 SMARCA2 SMARCA4 SMARCAD1 SMARCB1 SMARCC2 SMARCD1 SMARCD2 SMARCE1 SOST SOX11 SOX18 SOX4 SOX9 SPEN SREBF1 SRY ST14 STAMBP STAT3 STIM1 STING1 STK11 STX1A STXBP1 SULT2B1 SUZ12 TAF1 TARS1 TAT TBC1D24 TBL2 TBX3 TBX4 TCF4 TCTN3 TELO2 TERC TERT TET2 TFAP2A TGM1 TGM5 TINF2 TMEM222 TMEM270 TNFRSF1B TP53 TP63 TRAF3IP2 TRAF6 TREX1 TRIM8 TRPS1 TRPV3 TRRAP TSC1 TSC2 TSPAN7 TTC7A TWIST1 TWIST2 TYMS UBE2A UBR1 UFC1 UMPS UROD USB1 VAC14 VEGFC VPS35L VPS37D WASHC5 WDR19 WDR35 WDR73 WLS WNK1 WNT10A WNT5A WNT7A WRAP53 ZBTB20 ZIC3 ZMPSTE24 ZMYM2 ZNF141 ZNF462 ZSWIM6 HP_ABNORMALITY_OF_THE_NASAL_CAVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_NASAL_CAVITY CDON DISP1 DLL1 FGF8 FGFR1 FOXH1 GAS1 GLI2 GLMN NODAL PTCH1 SHH SIX3 SUFU TDGF1 TGIF1 ZIC2 HP_ABNORMALITY_OF_THE_NASOLABIAL_REGION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_NASOLABIAL_REGION ATP6V0A2 ATP6V1A ATP6V1E1 CHST14 DSE FOXP1 GNB2 LTBP1 MAN1B1 MYBPC1 NAA10 NALCN NF1 PGM2L1 SNRPN SPRED2 TNNI2 TOR1A USP9X HP_ABNORMALITY_OF_THE_NECK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_NECK ABCC6 ABCC9 ACAN ACTA1 ACTB ACTG1 ACVR1 ADA2 ADARB1 ADAT3 AEBP1 AFF3 AGPAT2 AIFM1 AKT1 ALDH18A1 ALDH1A2 ALDOA ALG12 ALG8 ALG9 ALS2 AMER1 AMMECR1 ANKRD11 ANO3 ANTXR2 APC ARHGEF2 ARL6 ARSL ARVCF ATN1 ATP13A2 ATP1A2 ATP1A3 ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 ATP7A ATRX B3GALT6 B3GAT3 B3GLCT B4GALT1 BAP1 BAZ1B BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCL7B BCOR BCR BLTP1 BMPER BPTF BRAF BRD4 BRF1 BSCL2 BUB1 BUB1B BUB3 BUD23 C2CD3 CACNA1A CANT1 CASZ1 CAV1 CAVIN1 CBL CCDC22 CCDC8 CCN6 CD96 CDC42 CDC42BPB CDH11 CDH2 CDK10 CDK13 CDK5 CEP19 CEP290 CEP55 CEP57 CEP85L CFAP418 CFL2 CHD7 CHMP2B CHN1 CHRNA1 CHRND CHRNG CHST3 CIZ1 CLDN11 CLIP2 CLP1 CNOT3 CNP COG1 COG5 COG7 COL11A1 COL11A2 COL12A1 COL25A1 COL2A1 COL6A1 COL6A2 COL6A3 COLEC11 COMT COX20 CP CPLX1 CREBBP CRKL CRLF1 CSGALNACT1 CSPP1 CTBP1 CTNND2 CUL4B CUL7 CYP27A1 DCC DDC DDR2 DDRGK1 DDX3X DHCR7 DHPS DHX37 DKK1 DLK1 DLL3 DNAJC30 DOHH DOK7 DONSON DPYD DPYSL5 DRD2 DVL1 DVL3 DYM EBP ECEL1 EDEM3 EFNB1 EIF4H ELN EMD ENPP1 EP300 EPHB4 ERCC1 ERCC2 ERCC5 ERCC6 ERLIN2 ERMARD ESCO2 EXOC6B EXOSC9 EYA1 FAM20C FANCB FANCI FANCL FBLN5 FBN2 FBXW11 FGD1 FGFR1 FGFR2 FGFR3 FGFRL1 FHL1 FIG4 FKBP6 FLI1 FLNA FLNB FLVCR2 FN1 FOS FOXC2 FOXE1 FOXF1 FOXP2 FREM2 FTO FUS FZD2 GABRA1 GABRA3 GABRD GABRG2 GALNS GATA1 GATA2 GATA4 GCH1 GDAP2 GDF3 GDF6 GJA5 GJA8 GLB1 GLE1 GNAL GNAS GNE GNPTG GNS GP1BB GPC3 GPC4 GPC6 GPKOW GPX4 GRIK2 GRN GTF2I GTF2IRD1 GTF2IRD2 GUSB H3-3A H4C5 HABP2 HBA1 HBA2 HDAC4 HDAC8 HEATR3 HECTD4 HERC1 HES7 HESX1 HIRA HK1 HNF1B HNRNPK HNRNPR HPCA HPDL HRAS HS2ST1 HSPA9 HSPG2 HUWE1 HYLS1 IDH1 IDS IDUA IFT140 IFT172 IFT27 IFT43 IFT74 IGBP1 IGF1 IGF1R IL6ST IMPDH2 INPPL1 INTS1 INTU IRF3 IRX5 ITGA7 JMJD1C KAT6A KCNAB2 KCNC3 KCNH1 KCNJ8 KCNMA1 KCNN2 KCNN3 KCTD17 KDM4B KIAA0586 KIF1C KIF21A KIF26A KIF7 KIFBP KLHL41 KMT2A KMT2B KMT2D KNSTRN KRAS KRT5 LAMA5 LBR LETM1 LFNG LHX3 LHX4 LIFR LIMK1 LIPE LMNA LMOD3 LMX1B LRP1 LRPPRC LUZP1 LZTFL1 LZTR1 MADD MAFB MAN1B1 MAN2B1 MAP2K1 MAP2K2 MAP3K7 MAPK1 MAPRE2 MAPT MBD5 MCTP2 MECP2 MED12 MED13L MEFV MEG3 MEGF8 MEOX1 MESP2 METTL27 MGAT2 MICU1 MINPP1 MKKS MKS1 MLXIPL MMP23B MPL MRAS MRPL12 MRPS16 MRPS22 MRPS28 MSL3 MUSK MYF5 MYH3 MYH7 MYL11 MYO18B MYOD1 NAA10 NALCN NANS NAXE NBAS NBN NCF1 NDE1 NDUFB10 NDUFS3 NEB NEK9 NELFA NF1 NFIX NIPBL NKX2-1 NKX3-2 NKX6-2 NLRP1 NOG NOTCH2 NOTCH3 NPHP1 NR4A2 NRAS NSD2 NUP188 NUP88 NXN OBSL1 ODC1 OTUD5 OTUD6B PAFAH1B1 PAICS PALB2 PAM16 PCDH19 PCGF2 PDPN PEPD PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PGAP1 PGAP2 PGAP3 PHF8 PHGDH PHOX2A PIEZO1 PIEZO2 PIGA PIGG PIGL PIGN PIGO PIGS PIGV PIGW PIGY PIK3C2A PIK3CA PIK3CD PKDCC PLXNA1 PLXND1 PNKD POFUT1 POGLUT1 POGZ POLE POLR1B POLR1C POLR1D POLR3A POP1 POU1F1 PPARG PPP1CB PPP1R15B PPP2R5D PRDM16 PRDX3 PRKAR1B PRKCZ PRKRA PRMT7 PROP1 PRRT2 PSAT1 PSEN1 PSENEN PSMD12 PTCH1 PTCH2 PTEN PTPN11 PUF60 RAB23 RAB33B RAB3GAP1 RAB3GAP2 RAB5IF RAD21 RAF1 RAPSN RASA2 RB1 RDH11 RERE RFC2 RFT1 RFX7 RIPK4 RIPPLY2 RIT1 RMRP RNF170 RNU4ATAC ROBO3 ROR2 RPL10 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RRAS RRAS2 RREB1 RSPRY1 RTL1 RYR1 SALL4 SATB2 SCAPER SCLT1 SCN1A SCN1B SCN2A SCN4A SCN9A SCNM1 SCP2 SCYL2 SDCCAG8 SEC24C SELENON SEMA5A SETBP1 SF3B2 SGCE SH3PXD2B SHOC2 SHOX SIGMAR1 SIN3A SIX1 SIX5 SKI SLC18A3 SLC25A24 SLC26A2 SLC2A1 SLC31A1 SLC35A1 SLC35A2 SLC35D1 SLC39A13 SMAD4 SMARCA2 SMARCAL1 SMARCD1 SMC1A SMC3 SMPD4 SMS SNRPB SNRPN SOS1 SOS2 SOX10 SOX9 SPEN SPG11 SPRED1 SPRED2 SPTBN1 SPTLC1 SQSTM1 SRCAP SRY STAG1 STX16 STX1A STXBP1 SUFU SUPT16H SVIL SYNGAP1 TAF1 TALDO1 TAPT1 TASP1 TBC1D24 TBCK TBK1 TBL1XR1 TBL2 TBP TBR1 TBX1 TBX15 TBX2 TBX6 TCF4 TCOF1 TCTN2 TECPR2 TFAP2A TGDS TGFB2 TGM6 THAP1 THPO TICAM1 TIMM50 TLR3 TMCO1 TMEM106B TMEM151A TMEM216 TMEM260 TMEM270 TMEM94 TNNI2 TNNT3 TOGARAM1 TOR1A TPM2 TRAF3 TRAF7 TRAPPC2 TRAPPC9 TREM2 TRIM32 TRIP11 TRIP13 TRMT10A TRPM3 TRPV4 TSR2 TTC8 TTN TUBA1A TUBB TUBB2B TUBB3 TUBB4A TWIST1 TXNDC15 UBE2A UBE4B UFD1 UNC80 UNC93B1 USB1 VAC14 VCP VPS11 VPS13D VPS16 VPS33A VPS35L VPS37D VPS51 WAC WASHC5 WBP11 WDPCP WDR35 WDR37 WDR81 WNT4 WNT5A WNT7A XYLT1 XYLT2 YWHAE ZC4H2 ZMPSTE24 ZMYM2 ZNF142 ZNF699 HP_ABNORMALITY_OF_THE_ORBITAL_REGION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_ORBITAL_REGION AARS1 AASS ABAT ABCA1 ABCA12 ABCA5 ABCC9 ABCG8 ABHD5 ABL1 ACER3 ACOX1 ACSL4 ACTB ACTG1 ACTL6B ACVRL1 ADA ADA2 ADAM17 ADAMTS10 ADAMTS18 ADAMTS2 ADAMTS3 ADAMTSL2 ADAR ADARB1 ADAT3 ADH5 ADNP AEBP1 AFF2 AFF3 AFF4 AGO1 AGO2 AGR2 AHDC1 AHI1 AHSG AIFM1 AIP AIRE AKT1 AKT3 ALDH1A2 ALDH1A3 ALDH6A1 ALDOA ALG12 ALG14 ALG2 ALG3 ALG9 ALOX12B ALOXE3 ALX1 ALX3 ALX4 AMER1 AMMECR1 AMPD2 ANAPC1 ANGPT2 ANK1 ANKH ANKLE2 ANKRD11 ANKRD17 ANO10 ANO3 ANTXR1 AP1B1 AP1G1 AP1S1 AP3B1 AP3B2 AP4E1 APC APC2 APCDD1 APOA1 APOA2 APOB APOE APTX ARCN1 ARHGEF2 ARID1A ARID1B ARID2 ARL13B ARL3 ARL6 ARMC9 ARPC1B ARV1 ARVCF ARX ASAH1 ASH1L ASPH ASPM ASPRV1 ASXL1 ASXL2 ASXL3 ATAD3A ATM ATN1 ATP13A2 ATP1A2 ATP1A3 ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 ATP7A ATP9A ATR ATRIP ATRX AUTS2 AXIN2 B3GAT3 B3GLCT B4GALT7 B9D1 B9D2 BANF1 BAP1 BAZ1B BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCAS3 BCL10 BCL11A BCL11B BCL7B BCOR BCORL1 BCR BGN BICRA BIRC3 BLM BLNK BLTP1 BMP1 BMP2 BMP4 BMPER BMPR1A BPTF BRAF BRAT1 BRCA1 BRCA2 BRD4 BRF1 BRIP1 BRPF1 BTD BTK BTNL2 BUB1 BUB1B BUB3 BUD23 C12orf4 C12orf57 C2CD3 C4A CACNA1A CACNA1B CACNA1C CACNA1G CACNA2D1 CAMK2A CAMK2G CAMKMT CAMTA1 CANT1 CARD14 CARS1 CASK CASZ1 CBL CBY1 CC2D2A CCBE1 CCDC115 CCDC22 CCDC32 CCDC47 CCDC8 CCDC88A CCND1 CCND2 CCNK CCNQ CCR1 CD151 CD19 CD28 CD79A CD79B CD96 CDC42 CDC42BPB CDC45 CDCA7 CDH1 CDH11 CDH2 CDH3 CDK10 CDK13 CDK19 CDK5RAP2 CDK6 CDKL5 CDON CDSN CELF2 CENPE CENPJ CENPT CEP104 CEP120 CEP135 CEP152 CEP19 CEP290 CEP41 CEP55 CEP57 CEP63 CERS3 CERT1 CFAP418 CHAMP1 CHD1 CHD3 CHD4 CHD5 CHD7 CHD8 CHMP1A CHN1 CHRNA1 CHRNA7 CHRND CHRNG CHST14 CHST3 CHSY1 CHUK CILK1 CIT CKAP2L CLCN1 CLCN3 CLCN4 CLCN6 CLCN7 CLDN1 CLIP2 CLP1 CLTC CLTCL1 CNKSR2 CNOT1 CNOT2 CNOT3 CNTNAP1 CNTNAP2 COA3 COG1 COG6 COG7 COG8 COL11A1 COL11A2 COL17A1 COL18A1 COL1A1 COL1A2 COL25A1 COL3A1 COL5A1 COL5A2 COL7A1 COL9A3 COLEC10 COLEC11 COMT COPB1 COPB2 COQ4 COX5A COX7B CP CPLANE1 CPLX1 CR2 CREBBP CRIPT CRKL CRTAP CSF1R CSGALNACT1 CSNK2A1 CSPP1 CST6 CTBP1 CTC1 CTCF CTDP1 CTLA4 CTNND1 CTNND2 CTSA CTU2 CUL4B CUL7 CUX1 CWC27 CWF19L1 CYFIP2 CYP27A1 CYP4F22 DACT1 DALRD3 DCAF17 DCHS1 DCLRE1C DDB1 DDB2 DDC DDHD2 DDR2 DDX11 DDX3X DDX59 DDX6 DEAF1 DENND5A DGCR2 DGCR6 DGCR8 DHCR24 DHCR7 DHDDS DHODH DHX16 DHX30 DIS3L2 DKC1 DLG3 DLK1 DLST DLX4 DMXL2 DNA2 DNAJC21 DNAJC30 DNASE1L3 DNM1 DNMT3A DNMT3B DOCK3 DOCK6 DOCK7 DOK7 DOLK DONSON DPF2 DPH1 DPH2 DPH5 DPM1 DPP9 DPYD DPYSL5 DRD5 DSC3 DSE DSG4 DSP DUX4 DUX4L1 DVL1 DVL3 DYNC1H1 DYNC1I2 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYRK1A EBF3 EBP ECEL1 EDA EDA2R EDAR EDARADD EDEM3 EDN1 EDN3 EDNRA EDNRB EED EEF1A2 EFEMP2 EFNB1 EFTUD2 EGFR EHMT1 EIF2AK3 EIF4H EIF5A ELN EMC10 ENG EP300 EPG5 EPHX2 EPS8L3 ERAP1 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ERF ERLIN2 ERMARD ESCO2 ESS2 ETFA ETFB ETFDH EXOC2 EXOC8 EXOSC1 EXOSC2 EXOSC9 EXT1 EXT2 EYA1 EZH2 FAM111B FAM149B1 FAM20C FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAR1 FAS FAT4 FBLN5 FBN1 FBXL4 FBXO11 FBXO28 FBXO31 FDFT1 FERMT1 FGD1 FGF10 FGF12 FGF13 FGF20 FGF3 FGF5 FGFR1 FGFR2 FGFR3 FGFRL1 FH FHL1 FIBP FIG4 FKBP14 FKBP6 FLCN FLI1 FLII FLNA FLNB FLT4 FOCAD FOXC1 FOXC2 FOXG1 FOXL2 FOXP1 FOXP2 FRA10AC1 FRAS1 FREM1 FREM2 FRG1 FRMD4A FTL FTSJ1 FUCA1 FZD2 FZR1 G6PC1 GABBR2 GABRA2 GABRA3 GABRA5 GABRB2 GABRD GABRG2 GAD1 GALNT2 GALNT3 GATA1 GATA2 GATA4 GATAD2B GBA1 GDF11 GDF2 GFRA1 GHR GJA1 GJA5 GJA8 GJB2 GJB6 GJC2 GLA GLE1 GLI3 GLIS3 GMNN GNAQ GNAS GNB2 GNE GNPTAB GNS GON7 GORAB GP1BB GPC3 GPC4 GPC6 GPKOW GPR101 GPRASP2 GPT2 GREB1L GRIA1 GRIA3 GRIN2D GRIP1 GSC GSN GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GTPBP2 GUSB H1-4 H3-3A H4C11 H4C3 H4C5 H4C9 HBA1 HBA2 HBB HCCS HCN1 HDAC4 HDAC8 HEATR3 HECTD4 HECW2 HELLS HEPHL1 HERC1 HERC2 HGSNAT HHAT HIBCH HIC1 HID1 HIRA HIVEP2 HK1 HLA-B HLA-DRB1 HLCS HMGA2 HMOX1 HMX1 HNRNPH1 HNRNPH2 HNRNPK HNRNPR HNRNPU HOXB1 HOXC13 HPCA HPDL HR HRAS HRURF HS2ST1 HS6ST2 HSD17B4 HSPA9 HSPG2 HUWE1 HYLS1 HYMAI IARS2 ICOS IDH1 IDUA IFIH1 IFNG IFNGR1 IFT122 IFT140 IFT172 IFT27 IFT43 IFT52 IFT57 IFT74 IFT80 IGBP1 IGF1R IGHM IGLL1 IGSF3 IKZF1 IL10 IL11RA IL12A IL12A-AS1 IL1RAPL1 IL23R IL2RG IL6ST IL7R INPP5E INPPL1 INTS1 IPO8 IQSEC2 IRF6 IRX5 ITGA3 ITGA6 ITGA8 ITGB4 ITGB6 JAG1 JARID2 JMJD1C JUP KANK2 KANSL1 KAT5 KAT6A KAT6B KAT8 KATNB1 KATNIP KCNA2 KCNAB2 KCNB1 KCNE5 KCNH1 KCNJ2 KCNJ5 KCNJ6 KCNJ8 KCNK4 KCNK9 KCNMA1 KCNN3 KCTD1 KCTD17 KDF1 KDM1A KDM4B KDM5B KDM5C KDM6A KDM6B KIAA0586 KIAA0753 KIF11 KIF14 KIF15 KIF1A KIF1B KIF21A KIF26A KIF7 KIFBP KIT KITLG KLF13 KLLN KLRC4 KMT2A KMT2B KMT2C KMT2D KMT2E KMT5B KNL1 KNSTRN KPTN KRAS KREMEN1 KRT1 KRT10 KRT14 KRT17 KRT25 KRT4 KRT71 KRT74 KRT81 KRT83 KRT85 KRT86 LAMA3 LARP7 LAS1L LBR LDHD LDLR LEMD2 LEMD3 LETM1 LIFR LIG1 LIG3 LIG4 LIMK1 LIPH LIPN LMBRD1 LMBRD2 LMNA LMNB1 LMX1B LONP1 LPAR6 LPL LRBA LRP1 LRP2 LRP4 LRPPRC LRRC8A LSM11 LSS LTBP1 LTBP3 LTV1 LUZP1 LZTFL1 LZTR1 MAB21L1 MAB21L2 MACF1 MAD2L2 MADD MAF MAFB MAGEL2 MALT1 MAN1B1 MAN2B1 MAN2C1 MANBA MAP1B MAP2K1 MAP2K2 MAP3K7 MAPK1 MAPK8IP3 MAPKAPK5 MAPRE2 MAPT MARS1 MASP1 MATR3 MAX MBD5 MBTPS2 MC1R MCM7 MCPH1 MCTP2 MDH2 MECP2 MECR MED12 MED12L MED13 MED13L MED25 MED27 MEF2C MEFV MEG3 MEGF8 MEIS2 MESD METTL27 METTL5 MFSD2A MGAT2 MICU1 MID1 MINPP1 MITF MKKS MKRN3 MKS1 MLPH MLXIPL MMP1 MMP14 MMP2 MMP23B MN1 MOGS MPC1 MPDZ MPLKIP MRAS MRPL12 MRPS2 MSH6 MSL3 MSMO1 MTHFS MTOR MTSS2 MTTP MTX2 MUSK MVK MYCN MYH3 MYL11 MYMK MYMX MYO5A MYOD1 NAA10 NAA20 NAGA NAGLU NALCN NANS NARS1 NBAS NBN NCAPD3 NCAPG2 NCDN NCF1 NDN NDST1 NDUFB11 NDUFS4 NECAP1 NECTIN1 NECTIN4 NEK1 NEK9 NELFA NEPRO NEXMIF NF1 NF2 NFIA NFIB NFIX NGLY1 NHP2 NIPAL4 NIPBL NLRP1 NLRP3 NMNAT1 NOD2 NOG NONO NOP10 NOTCH2 NOTCH3 NOVA2 NPAP1 NPHP1 NPM1 NR2F1 NRAS NRCAM NSD1 NSD2 NSDHL NSRP1 NSUN2 NTRK2 NUAK2 NUDT2 NUP188 NUP37 NUP85 NUS1 NXN OBSL1 OCA2 OCRL ODC1 OFD1 OGDHL OGT ORC1 ORC6 OSGEP OTUD5 OTUD6B OTX2 P4HB PACS1 PACS2 PAFAH1B1 PAH PAK2 PAK3 PALB2 PANK2 PARK7 PARN PARS2 PAX1 PAX2 PAX3 PBX1 PCDHGC4 PCGF2 PCLO PCNA PCNT PCSK9 PDCD6IP PDE11A PDE4D PDE6D PDGFRB PDHX PDPN PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PGAP1 PGAP2 PGAP3 PGM2L1 PGM3 PHC1 PHF21A PHF6 PHF8 PHGDH PHIP PHOX2A PHOX2B PI4KA PIBF1 PIEZO1 PIEZO2 PIGA PIGB PIGG PIGK PIGL PIGN PIGO PIGQ PIGS PIGT PIGU PIGV PIGW PIGY PIK3C2A PIK3CA PIK3CD PIK3R1 PIK3R2 PITX1 PITX2 PKDCC PKHD1 PKP1 PLA2G6 PLAGL1 PLCD1 PLEC PLG PLK4 PLOD1 PLOD3 PLPBP PLXNA1 PLXND1 PMM2 PNPLA1 PNPLA6 POGZ POLA1 POLG POLH POLR1A POLR1B POLR1C POLR1D POLR3A POLR3GL POLRMT POU3F3 POU4F1 PPM1B PPP1CB PPP1R12A PPP1R15B PPP1R17 PPP1R21 PPP2CA PPP2R1A PPP2R3C PPP2R5D PPP3CA PQBP1 PRDM13 PRDM16 PREPL PRIM1 PRKAR1A PRKAR1B PRKCZ PRKD1 PRKG2 PRMT7 PRORP PRPS1 PRR12 PRRX1 PSAT1 PSMB4 PSMB8 PSMB9 PSMC1 PSMC3 PSMD12 PSPH PTCH1 PTCH2 PTDSS1 PTEN PTH1R PTPN11 PTPN22 PTPRF PUF60 PURA PUS1 PUS7 PWAR1 PWRN1 PYCR1 PYCR2 QARS1 QRICH1 RAB11B RAB18 RAB23 RAB3GAP2 RAC1 RAC3 RAD21 RAD51 RAD51C RAF1 RAG1 RAG2 RAI1 RALA RALGAPA1 RAPSN RASA2 RAX RB1 RBBP8 RBL2 RBM10 RBMX RBPJ RDH11 RECQL RECQL4 RERE RET REV3L RFC2 RFWD3 RFX7 RHOA RHOBTB2 RIC1 RIN2 RIPK4 RIT1 RLIM RMRP RNASEH2A RNASEH2B RNASEH2C RNF113A RNF125 RNF135 RNF168 RNF2 RNU12 RNU4ATAC RNU7-1 ROBO1 ROR2 RPGRIP1L RPL10 RPL11 RPL15 RPL18 RPL21 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS23 RPS24 RPS26 RPS27 RPS28 RPS29 RPS6KA3 RPS7 RRAS RRAS2 RREB1 RRM2B RSPRY1 RTEL1 RTL1 RTTN RUSC2 RYR1 RYR3 SALL1 SALL4 SAMD9 SAMHD1 SARS1 SASH1 SASS6 SATB1 SATB2 SC5D SCAPER SCARF2 SCLT1 SCN3A SCN4A SCN8A SCN9A SCNM1 SDCCAG8 SDHA SDHAF2 SDHB SDHC SDHD SDR9C7 SEC23B SEC24C SEC24D SEC31A SEMA3E SEMA5A SEPTIN9 SERPINH1 SET SETBP1 SETD1A SETD1B SETD2 SETD5 SETX SF3B2 SF3B4 SGSH SH3BP2 SH3PXD2B SHANK3 SHMT2 SHOC2 SHPK SHROOM4 SIAH1 SIM1 SIN3A SIX1 SIX2 SIX5 SKI SKIC3 SLC13A5 SLC17A5 SLC19A3 SLC1A2 SLC1A3 SLC1A4 SLC25A11 SLC25A24 SLC26A2 SLC29A3 SLC2A10 SLC30A9 SLC35A2 SLC35C1 SLC37A4 SLC38A3 SLC39A13 SLC39A4 SLC39A7 SLC3A1 SLC45A1 SLC6A17 SLC6A9 SLC9A6 SLC9A7 SLCO1B1 SLCO1B3 SLF2 SLX4 SMAD4 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMC5 SMCHD1 SMO SMOC1 SMPD4 SMS SNAI2 SNAP29 SNORD115-1 SNORD116-1 SNRPB SNRPE SNRPN SNX14 SON SOS1 SOS2 SOX10 SOX11 SOX18 SOX4 SOX5 SOX6 SOX9 SPART SPATA5 SPATA5L1 SPECC1L SPEN SPI1 SPINK5 SPOP SPRED1 SPRED2 SPTBN1 SRCAP SREBF1 SRY ST14 STAC3 STAG1 STAG2 STARD7 STAT4 STEEP1 STIL STRA6 STRADA STT3A STX11 STX16 STX1A STXBP1 SUFU SULT2B1 SUMF1 SUPT16H SUZ12 SVBP SYNGAP1 SYNJ1 SYT1 SZT2 TACSTD2 TAF1 TAF13 TAF6 TALDO1 TAPT1 TARS1 TASP1 TBC1D24 TBC1D2B TBCD TBCK TBL1XR1 TBL2 TBP TBR1 TBX1 TBX15 TBX2 TBX22 TBX3 TBX4 TBX6 TCF20 TCF3 TCF4 TCOF1 TCTN1 TCTN2 TCTN3 TELO2 TENM3 TENT5A TERC TERT TET3 TFAP2A TFAP2B TFE3 TFRC TGDS TGFB2 TGFB3 TGFBI TGM1 THAP1 THOC6 THUMPD1 TIMM50 TINF2 TKT TLK2 TLR4 TMCO1 TMEM107 TMEM127 TMEM138 TMEM147 TMEM216 TMEM218 TMEM231 TMEM237 TMEM270 TMEM53 TMEM67 TMEM94 TNFRSF13B TNFRSF13C TNFRSF1A TNFRSF1B TNNI2 TNRC6B TOE1 TOGARAM1 TONSL TOPORS TOR1A TP63 TPRKB TRAF3IP2 TRAF7 TRAIP TRAK1 TRAPPC10 TRAPPC14 TRAPPC9 TREX1 TRIM32 TRIM8 TRIO TRIP12 TRIP13 TRMT1 TRMT10A TRPM3 TRPS1 TRRAP TSC1 TSC2 TSPEAR TSR2 TTC26 TTC5 TTC7A TTC8 TTI2 TTPA TUBA1A TUBB TUBB2B TUBB3 TUBB4A TUBGCP2 TUBGCP4 TUBGCP6 TWIST1 TWIST2 TXNL4A TYMP TYMS TYR TYRP1 UBA5 UBAC2 UBE2A UBE2T UBE3A UBE3B UBE4B UBR1 UBR7 UFC1 UFD1 UGDH UGP2 UMPS UNC80 UQCC2 UROD UROS USB1 USF3 USP9X VAC14 VAMP1 VARS1 VDR VHL VPS13A VPS13B VPS33A VPS35L VPS37D VPS51 VPS53 WAC WARS1 WAS WASF1 WASHC4 WASHC5 WDPCP WDR19 WDR26 WDR35 WDR37 WDR4 WDR62 WDR73 WIPF1 WLS WNT10A WNT10B WNT4 WNT5A WNT7A WNT9B WRAP53 WT1 WWOX XPA XPC XPNPEP2 XRCC2 XRCC4 XYLT1 XYLT2 YARS1 YARS2 YWHAE YWHAG YY1 ZBTB18 ZBTB20 ZBTB24 ZC4H2 ZEB2 ZFHX4 ZIC1 ZIC2 ZMIZ1 ZMPSTE24 ZMYM2 ZMYND11 ZNF148 ZNF292 ZNF407 ZNF423 ZNF462 ZNF469 ZNF526 ZNF699 ZNF711 ZNHIT3 ZPR1 ZSWIM6 HP_ABNORMALITY_OF_THE_OUTER_EAR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_OUTER_EAR AARS1 AASS ABCA12 ABCC6 ABCC8 ABHD5 ACAN ACBD5 ACER3 ACOX1 ACP5 ACTA1 ACTB ACTG1 ACTG2 ADA2 ADAM17 ADAMTS18 ADAMTS2 ADAMTS3 ADAMTSL1 ADAMTSL2 ADAR ADAT3 ADGRG6 ADNP ADSL AEBP1 AFF2 AFF3 AFF4 AGA AGO1 AGO2 AGPAT2 AGRN AHDC1 AHI1 AHSG AIFM1 AIP AKT1 ALDH18A1 ALDH1A2 ALG12 ALG13 ALG2 ALG3 ALG6 ALG8 ALG9 ALKBH8 ALMS1 ALOX12B ALOXE3 ALX1 ALX3 ALX4 AMER1 AMMECR1 AMPD2 ANAPC7 ANK1 ANKRD11 ANO1 ANTXR1 ANTXR2 AP1G1 AP1S2 AP3B1 AP3D1 AP4E1 APC ARID1A ARID1B ARID2 ARL13B ARL3 ARL6 ARMC9 ARVCF ARX ASH1L ASNS ASPRV1 ASXL1 ASXL2 ASXL3 ATIC ATN1 ATP2B1 ATP6AP2 ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 ATR ATRIP ATRX AUTS2 B3GALNT2 B3GALT6 B3GAT3 B3GLCT B4GALT1 B4GALT7 B4GAT1 B9D1 B9D2 BAP1 BAZ1B BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCL11A BCL11B BCL7B BCOR BCR BHLHA9 BICD2 BICRA BIN1 BLM BLNK BLTP1 BMP1 BMP2 BMP4 BMPER BMPR1A BPTF BRAF BRCA1 BRCA2 BRCC3 BRD4 BRF1 BRIP1 BRPF1 BRWD3 BSCL2 BSND BUB1 BUB1B BUB3 BUD23 C12orf57 C2CD3 CA2 CACNA1C CACNA1G CACNA2D1 CAMK2A CAMK2G CAMKMT CAMTA1 CANT1 CAPN15 CARS1 CASK CASZ1 CAV1 CBL CBY1 CC2D2A CCBE1 CCDC22 CCDC32 CCDC47 CCDC8 CCNK CCNQ CD79A CD79B CD96 CDC42 CDC42BPB CDC45 CDC6 CDCA7 CDH11 CDH2 CDK10 CDK13 CDKN1C CDT1 CENPE CENPF CENPJ CEP104 CEP120 CEP152 CEP19 CEP290 CEP41 CEP55 CEP57 CFAP418 CHAMP1 CHAT CHD3 CHD4 CHD5 CHD7 CHD8 CHMP1A CHN1 CHRNA1 CHRNA7 CHRND CHRNG CHST14 CHST3 CHSY1 CHUK CILK1 CIT CLCF1 CLCN3 CLCNKA CLCNKB CLIC2 CLIP2 CLTC CNOT1 CNOT2 CNOT3 CNTNAP1 COG1 COG5 COG7 COL11A1 COL11A2 COL13A1 COL2A1 COL3A1 COL4A1 COL5A1 COL6A1 COL6A2 COL6A3 COL7A1 COLEC10 COLEC11 COMT COX7B CPE CPLANE1 CPLX1 CPOX CPT2 CREBBP CRKL CRLF1 CRPPA CSGALNACT1 CSNK2A1 CSPP1 CTBP1 CTCF CTH CTNND2 CTSD CTU2 CUL4B CUL7 CUX1 CWC27 CYP4F22 DACT1 DAG1 DCAF17 DCHS1 DCPS DDB1 DDR2 DDX11 DDX3X DDX59 DDX6 DENND5A DHCR24 DHCR7 DHODH DHPS DHX16 DHX30 DHX37 DIS3L2 DLK1 DLL3 DLX4 DLX5 DNA2 DNAJC21 DNAJC30 DNM1 DNMT3B DOCK6 DOCK7 DOK7 DONSON DPF2 DPH1 DPH2 DPP6 DPYD DPYSL5 DSE DSP DST DVL1 DVL3 DYNC2LI1 DYRK1A DZIP1L EBF3 EBP ECE1 EDEM3 EDN1 EDNRA EED EEF1A2 EFEMP2 EFL1 EFTUD2 EGFR EHMT1 EIF2S3 EIF3F EIF4A3 EIF4H EIF5A ELN EMC1 ENPP1 EP300 EPG5 ERBB3 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ERLIN2 ERMARD ESCO2 ETFA ETFB ETFDH EVC EVC2 EXOC2 EXOC7 EXOSC2 EXOSC9 EXT1 EXT2 EYA1 EZH2 FAM149B1 FAM20C FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAR1 FAT4 FBLN5 FBN1 FBN2 FBXL4 FBXO11 FBXW11 FDFT1 FGD1 FGF10 FGF20 FGF3 FGFR1 FGFR2 FGFR3 FGFRL1 FHL1 FIBP FIG4 FKBP6 FKRP FKTN FLI1 FLNA FLNB FMR1 FN1 FOXF1 FOXG1 FOXL2 FOXP1 FOXP2 FRA10AC1 FRAS1 FREM1 FREM2 FRMD4A FRMPD4 FTSJ1 FUCA1 FZD2 GABRA3 GABRD GAD1 GALNT2 GATA1 GATA4 GBA1 GDF11 GFRA1 GJA1 GJA5 GJA8 GJB3 GJB4 GK GLB1 GLE1 GLI2 GLI3 GLIS3 GLUL GMNN GNAI3 GNB1 GNB2 GNE GNS GON7 GP1BB GPC3 GPC4 GPC6 GPKOW GPR101 GPRASP2 GPT2 GPX4 GRB10 GREB1L GRIA3 GRIA4 GRIP1 GSC GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GTPBP2 H19 H3-3A H4C3 H4C5 H4C9 HBA1 HBA2 HCCS HDAC4 HDAC6 HDAC8 HEATR3 HECTD4 HECW2 HELLS HERC1 HES7 HHAT HIRA HIVEP2 HMGA2 HMGB3 HMX1 HNRNPH1 HNRNPK HOXA13 HOXA2 HOXB1 HOXD13 HRAS HS2ST1 HS6ST2 HSD17B4 HSPA9 HSPG2 HUWE1 HYLS1 HYMAI IDH1 IFIH1 IFT122 IFT140 IFT172 IFT27 IFT52 IFT74 IFT81 IGBP1 IGF1R IGF2 IGHM IGLL1 IL1RAPL1 IL6ST INPP5E INPPL1 INSR INTS1 INTU IPO8 IQSEC2 IREB2 IRX5 ITCH ITGA3 ITGA6 ITGA8 ITGB4 ITGB6 JAG1 JARID2 JMJD1C JUP KANSL1 KAT5 KAT6A KAT6B KAT8 KATNB1 KATNIP KCNAB2 KCNH1 KCNJ1 KCNJ11 KCNJ2 KCNJ5 KCNK4 KCNK9 KCNMA1 KCNN3 KCNQ1 KCNQ1OT1 KCTD1 KDM3B KDM4B KDM5B KDM5C KDM6A KDM6B KDSR KIAA0586 KIAA0753 KIF11 KIF14 KIF15 KIF1A KIF21A KIF26A KIF7 KIFBP KLF13 KLHL40 KLHL41 KMT2A KMT2B KMT2C KMT2D KNSTRN KRAS KYNU LAGE3 LARGE1 LARP7 LAS1L LBR LETM1 LFNG LGI4 LIFR LIG4 LIMK1 LIPN LMBRD1 LMBRD2 LMNA LMNB1 LMOD3 LMX1B LONP1 LRP2 LRP4 LRPPRC LRRC8A LSM11 LSS LUZP1 LZTFL1 LZTR1 MAB21L1 MACF1 MAD1L1 MAD2L2 MADD MAF MAFB MAGEL2 MAN1B1 MAN2B1 MAN2C1 MAP1B MAP2K1 MAP2K2 MAP3K7 MAPK1 MAPK8IP3 MAPRE2 MARS1 MARS2 MASP1 MBD5 MBTPS1 MBTPS2 MCM5 MCTP2 MECP2 MED12 MED13L MED25 MED27 MEF2C MEG3 MEGF8 MEIS2 MEOX1 MESD MESP2 METTL27 METTL5 MGAT2 MGP MID1 MID2 MINPP1 MITF MKKS MKS1 MLXIPL MMACHC MMP23B MN1 MPDZ MPLKIP MRAS MRPL12 MRPS14 MRPS16 MRPS2 MRPS22 MRPS28 MRTFA MSL3 MSX2 MTHFR MUSK MVK MYCN MYH3 MYMX MYO18B MYO9A MYOD1 MYSM1 NAA10 NAA20 NALCN NANS NARS1 NARS2 NBN NCF1 NDE1 NDP NDST1 NDUFB11 NEB NECTIN1 NEK1 NEK9 NELFA NEU1 NEXMIF NF1 NFIA NFIX NGLY1 NHS NIN NIPA1 NIPA2 NIPAL4 NIPBL NKAP NOTCH2 NOTCH3 NPHP1 NR2F1 NRAS NRCAM NSD1 NSD2 NSDHL NSRP1 NSUN2 NTNG2 NUP107 NUP133 NUP188 NUP85 NUP88 NXN OBSL1 OCLN OCRL ODC1 OFD1 OGT OPHN1 ORC1 ORC4 ORC6 OSGEP OTUD5 OTUD6B OTX2 PACS1 PAFAH1B1 PAH PAICS PAK1 PAK3 PALB2 PAM16 PAX1 PAX7 PBX1 PCDHGC4 PCGF2 PCLO PCNT PDE4D PDE6D PDPN PDZD8 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PGAP1 PGAP2 PGAP3 PGM2L1 PHACTR1 PHF6 PHGDH PHIP PHOX2B PIBF1 PIEZO1 PIEZO2 PIGA PIGB PIGG PIGK PIGL PIGN PIGO PIGQ PIGS PIGT PIGU PIGV PIGW PIGY PIK3CA PIK3CD PIK3R1 PITX1 PKHD1 PLAA PLAG1 PLAGL1 PLCB4 PLCH1 PLEC PLK4 PLOD1 PLOD3 PLVAP PLXNA1 PLXND1 PMM2 PNPLA6 POC1A POGZ POLA1 POLE POLR1A POLR1B POLR1C POLR1D POLR3A POMGNT1 POMGNT2 POMK POMT1 POMT2 POR PORCN POU3F3 POU4F1 PPM1B PPM1D PPP1CB PPP1R12A PPP1R15B PPP1R21 PPP2R3C PPP2R5D PQBP1 PRDM16 PRDX1 PREPL PRIM1 PRKAR1B PRKCZ PRKDC PRKG2 PRPS1 PRR12 PRRX1 PRUNE1 PSAT1 PSMB8 PSMC3 PSMD12 PTCH1 PTDSS1 PTEN PTF1A PTH1R PTPN11 PTPRF PUF60 PUM1 PURA PUS7 PYCR1 PYCR2 QARS1 QRICH1 RAB11B RAB18 RAB23 RAB3GAP1 RAB3GAP2 RAB5IF RAC1 RAD21 RAD51 RAD51C RAF1 RAI1 RALA RALGAPA1 RAPSN RARB RASA2 RB1 RBBP8 RBM10 RBM8A RBMX RDH11 RECQL RECQL4 RELN RERE RET RFC2 RFWD3 RFX7 RHOBTB2 RIC1 RIPK4 RIPPLY2 RIT1 RMRP RNASEH2A RNASEH2B RNASEH2C RNF113A RNF2 RNU4ATAC RNU7-1 ROR2 RPGRIP1 RPGRIP1L RPL10 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS23 RPS24 RPS26 RPS27 RPS28 RPS29 RPS6KA3 RPS7 RRAS RRAS2 RREB1 RSPO2 RSPRY1 RTL1 RTTN RUSC2 RXYLT1 RYR1 SALL1 SALL4 SAMHD1 SATB1 SATB2 SBDS SCAPER SCARF2 SCLT1 SCN4A SCNM1 SCYL2 SDCCAG8 SDR9C7 SEC24C SEMA3E SEMA5A SEPTIN9 SET SETBP1 SETD1A SETD5 SF3B2 SF3B4 SH3PXD2B SHANK3 SHOC2 SIAH1 SIM1 SIN3A SIX1 SIX2 SIX5 SKI SKIC3 SLC12A2 SLC12A6 SLC16A2 SLC18A3 SLC1A4 SLC25A1 SLC25A12 SLC25A24 SLC26A2 SLC2A1 SLC2A10 SLC35C1 SLC37A4 SLC39A7 SLC39A8 SLC3A1 SLC5A7 SLC6A17 SLC6A8 SLC6A9 SLC9A6 SLF2 SLX4 SMAD2 SMAD4 SMARCA2 SMARCD1 SMARCD2 SMC1A SMC3 SMC5 SMCHD1 SMG8 SMG9 SMOC1 SMPD4 SMS SNAP25 SNAP29 SNRPB SOD1 SON SOS1 SOS2 SOST SOX11 SOX4 SOX5 SOX6 SOX9 SP7 SPART SPECC1L SPEG SPEN SPI1 SPINT2 SPOP SPRED1 SPRED2 SPTBN1 SRCAP SRD5A3 SRP54 SRY SSR4 STAC3 STAG1 STAG2 STAMBP STEEP1 STRA6 STT3A STX1A STXBP1 SUFU SULT2B1 SUOX SUPT16H SUZ12 SYNE1 SYNGAP1 SYT2 TAB2 TAF1 TAFAZZIN TALDO1 TAOK1 TAPT1 TARS1 TASP1 TBC1D20 TBC1D23 TBC1D24 TBCD TBCE TBL1XR1 TBL2 TBR1 TBX1 TBX15 TBX2 TBX22 TBX4 TCF20 TCF3 TCF4 TCOF1 TCTN1 TCTN2 TCTN3 TENM3 TET3 TFAP2A TFAP2B TFE3 TGDS TGFB3 TGM1 THOC2 THUMPD1 TLK2 TMCO1 TMEM107 TMEM138 TMEM147 TMEM165 TMEM216 TMEM218 TMEM231 TMEM237 TMEM260 TMEM270 TMEM67 TMEM70 TMEM94 TNNI2 TNNT3 TNPO2 TOE1 TOGARAM1 TOPORS TOR1A TP53RK TP63 TPM2 TPM3 TPRKB TRAF7 TRAIP TRAPPC9 TREX1 TRIM32 TRIO TRIP11 TRIP12 TRIP13 TRMT1 TRMT10A TRPS1 TRPV4 TRPV6 TRRAP TSHZ1 TSPEAR TSR2 TTC26 TTC5 TTC8 TTI2 TTN TUBA1A TUBB TUBB3 TUBG1 TUBGCP2 TUBGCP4 TUBGCP6 TWIST1 TWIST2 TXNDC15 TXNL4A UBA1 UBA2 UBE2A UBE2T UBE3B UBE4B UBR7 UFC1 UFD1 UGDH UGP2 UMPS UNC80 UPF3B UQCRH USP7 USP9X VAC14 VAMP1 VANGL2 VARS1 VIPAS39 VPS13B VPS33B VPS35L VPS37A VPS37D VPS51 VPS53 VSX1 WAC WARS1 WARS2 WASHC4 WASHC5 WBP11 WDPCP WDR19 WDR35 WDR37 WDR4 WDR73 WFS1 WLS WNT3 WNT4 WNT5A WNT7A WNT7B WNT9B XRCC2 XYLT1 XYLT2 YME1L1 YRDC YWHAE YY1 ZBTB18 ZBTB20 ZBTB24 ZC4H2 ZDHHC9 ZEB2 ZIC2 ZIC3 ZMIZ1 ZMPSTE24 ZMYM2 ZMYND11 ZNF148 ZNF292 ZNF407 ZNF423 ZNF462 ZNF526 ZNF668 ZNF699 ZNF711 ZNHIT3 HP_ABNORMALITY_OF_THE_OVARY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_OVARY AGPAT2 AKT1 AKT2 ALG9 ALMS1 ANTXR2 AR ARL6 ATM BARD1 BAZ1B BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCL7B BMP15 BMPR1A BNC1 BRCA1 BRCA2 BRIP1 BSCL2 BUD23 C14orf39 CAV1 CAVIN1 CBX2 CCDC28B CDH1 CDKN2A CEP19 CEP290 CFAP418 CHD7 CHEK2 CIDEC CLIP2 CLPP CORIN CTNNB1 CYB5A CYP11B1 CYP17A1 CYP19A1 DCAF17 DHH DHX37 DICER1 DMRT1 DMRT3 DNAJC30 DUSP6 EIF4H ELN EPCAM ERAL1 ERBB2 ESR1 EWSR1 F7 FAN1 FGF17 FGF8 FGFR1 FGFR2 FIGLA FKBP6 FLI1 FLT1 FOS FOXE1 FOXL2 FSHR GATA4 GNAS GNRH1 GNRHR GTF2I GTF2IRD1 GTF2IRD2 HARS2 HFM1 HNF1A HS6ST1 IDH1 IDH2 IFT172 IFT27 IFT74 INSR KEAP1 KISS1 KISS1R KLLN KRAS LARS2 LEP LEPR LHB LIMK1 LIPE LMNA LMNB2 LZTFL1 MAP3K1 MBD4 MCM8 MDM2 METTL27 MID1 MKKS MKS1 MLH1 MLH3 MLXIPL MMP14 MMP2 MRE11 MRPS22 MSH2 MSH3 MSH4 MSH6 MSX1 MT-CYB MYC NBN NCF1 NDNF NHLH2 NOBOX NPHP1 NR0B1 NR5A1 NSMF NTHL1 NUP107 OFD1 OPCML PALB2 PALLD PANX1 PATL2 PAX6 PDE11A PHKA2 PHKB PHKG2 PIK3CA PIK3R1 PLG PLIN1 PMM2 PMS1 PMS2 POLR3H POR PPARG PPP1R12A PRKAR1A PRKN PRLR PROK2 PROKR2 PSMC3IP PTCH1 PTEN PTPN11 RABL3 RAD50 RAD51 RAD51C RAD51D RELA RFC2 RNF43 RPS20 SCAPER SCLT1 SDCCAG8 SDHB SDHC SDHD SEC23B SEMA4A SETBP1 SETD2 SLC37A4 SMAD4 SOX3 SOX9 SPIDR SPRED1 SPRY4 SRY STAG3 STK11 STOX1 STX1A TAC3 TACR3 TBL2 TBX1 TGFBR2 TMEM270 TP53 TP63 TRIM32 TRPV6 TTC8 TUBB8 USF3 VAMP7 VPS37D WDPCP WDR11 WEE2 WNT10A WNT4 WRN WT1 WWOX ZFPM2 ZFTA ZPR1 ZSWIM7 HP_ABNORMALITY_OF_THE_PALPEBRAL_FISSURES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_PALPEBRAL_FISSURES AARS1 ABAT ABCA5 ABL1 ACSL4 ACTB ACTG1 ACTL6B ADAMTS2 ADAMTS3 ADAMTSL2 ADARB1 ADAT3 ADNP AFF3 AFF4 AGO1 AGO2 AGR2 AHDC1 AKT1 ALDH1A2 ALDH1A3 ALDH6A1 ALG14 ALG2 ALX4 AMMECR1 AMPD2 ANK1 ANKLE2 ANKRD11 ANKRD17 AP1S1 AP3B1 AP3B2 AP4E1 APC APC2 ARCN1 ARHGEF2 ARID1B ARID2 ARL6 ARV1 ARVCF ARX ASPH ASPM ASXL1 ASXL3 ATAD3A ATP1A2 ATP1A3 ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 ATP7A ATR ATRIP ATRX AUTS2 B3GAT3 B3GLCT B9D2 BAP1 BAZ1B BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCL11A BCL11B BCL7B BCOR BCORL1 BCR BGN BICRA BLTP1 BMP1 BMP2 BMPR1A BPTF BRAF BRCA1 BRCA2 BRF1 BRIP1 BRPF1 BUB1 BUB1B BUB3 BUD23 C12orf57 C2CD3 CACNA1A CACNA1B CACNA1G CACNA2D1 CAMK2A CAMK2G CAMTA1 CASK CBL CCDC115 CCDC22 CCDC32 CCDC47 CCNK CD96 CDC42 CDC42BPB CDH11 CDH2 CDK10 CDK13 CDK19 CDK5RAP2 CDK6 CELF2 CENPE CENPJ CENPT CEP135 CEP152 CEP19 CEP290 CEP55 CEP57 CEP63 CERT1 CFAP418 CHAMP1 CHD1 CHD4 CHD5 CHD7 CHD8 CHN1 CHRNA7 CHRNG CHST14 CHST3 CIT CKAP2L CLCN3 CLCN4 CLIP2 CLP1 CLTC CLTCL1 CNKSR2 CNOT2 CNOT3 CNTNAP2 COG1 COG7 COL11A1 COL11A2 COL25A1 COL3A1 COL5A1 COL9A3 COLEC10 COLEC11 COMT COPB1 COPB2 CPLX1 CREBBP CRKL CRTAP CSGALNACT1 CTBP1 CTNND2 CTU2 CUL4B CUX1 CWC27 CYFIP2 DACT1 DALRD3 DCHS1 DDB1 DDR2 DDX3X DDX59 DDX6 DEAF1 DGCR2 DGCR6 DGCR8 DHCR24 DHCR7 DHDDS DHODH DHX30 DLG3 DLK1 DLX4 DMXL2 DNA2 DNAJC21 DNAJC30 DNM1 DNMT3A DOCK3 DOCK6 DOK7 DONSON DPF2 DPH1 DPH2 DPH5 DPM1 DPP9 DPYD DPYSL5 DSE DVL1 DVL3 DYNC1H1 DYNC1I2 DYNC2LI1 DYRK1A EBF3 EBP EDEM3 EED EEF1A2 EFEMP2 EFNB1 EFTUD2 EHMT1 EIF2AK3 EIF4H EIF5A ELN EP300 ERCC1 ERCC4 ERCC6 ERMARD ESCO2 ESS2 EXOC2 EXOSC2 EZH2 FAM20C FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAT4 FBLN5 FBN1 FBXL4 FBXO11 FBXO28 FBXO31 FGD1 FGF12 FGF13 FGF3 FGFR1 FGFR2 FGFR3 FHL1 FIBP FIG4 FKBP6 FLCN FLI1 FLII FLNA FOXG1 FOXL2 FOXP1 FOXP2 FRA10AC1 FREM1 FTSJ1 FZD2 FZR1 GABBR2 GABRA2 GABRA3 GABRA5 GABRB2 GABRG2 GAD1 GALNT2 GATA1 GATA4 GATAD2B GJA1 GJA5 GJA8 GLE1 GLI3 GMNN GNB2 GON7 GORAB GP1BB GPC3 GPC4 GPC6 GPKOW GRIN2D GSC GTF2I GTF2IRD1 GTF2IRD2 H3-3A H4C11 H4C3 H4C5 H4C9 HBA1 HBA2 HBB HCN1 HDAC4 HEATR3 HECTD4 HERC1 HERC2 HHAT HIRA HIVEP2 HNRNPH1 HNRNPH2 HNRNPK HNRNPR HNRNPU HRAS HS2ST1 HS6ST2 HSD17B4 HSPG2 HUWE1 IDH1 IFT140 IFT172 IFT27 IFT57 IFT74 IGBP1 IGF1R IL11RA IL1RAPL1 IL6ST INPPL1 INTS1 IPO8 IQSEC2 IRX5 JAG1 JARID2 JMJD1C KANSL1 KAT5 KAT6B KAT8 KATNB1 KCNA2 KCNB1 KCNE5 KCNH1 KCNJ2 KCNJ5 KCNMA1 KCNN3 KCTD1 KDM1A KDM4B KDM5B KDM5C KDM6A KIF11 KIF14 KIF15 KIF26A KIF7 KIFBP KLF13 KMT2A KMT2C KMT2D KMT2E KNL1 KPTN KRAS KREMEN1 LARP7 LDHD LETM1 LIFR LIG4 LIMK1 LMBRD2 LMNA LMNB1 LMX1B LRP2 LRP4 LTBP1 LZTFL1 LZTR1 MAD2L2 MADD MAF MAFB MAGEL2 MAN1B1 MAP2K1 MAP2K2 MAP3K7 MAPK1 MAPK8IP3 MAPKAPK5 MAPRE2 MASP1 MCM7 MCPH1 MCTP2 MECP2 MED12 MED12L MED13 MED13L MED25 MEF2C MEG3 MEGF8 MEIS2 METTL27 METTL5 MFSD2A MGAT2 MID1 MINPP1 MKKS MKRN3 MKS1 MLXIPL MN1 MOGS MPDZ MRAS MRPS2 MSL3 MTOR MTSS2 MUSK MVK MYCN MYH3 MYL11 MYMK MYMX MYOD1 NAA10 NAA20 NALCN NARS1 NBN NCAPD3 NCF1 NDN NDUFS4 NECAP1 NECTIN1 NEK9 NELFA NEXMIF NF1 NFIA NFIB NFIX NOG NONO NOTCH2 NOTCH3 NOVA2 NPAP1 NPHP1 NR2F1 NRAS NRCAM NSD1 NSD2 NSDHL NSRP1 NSUN2 NTRK2 NUAK2 NUP37 NUP85 NUS1 NXN OCA2 OCRL ODC1 OFD1 OGDHL ORC1 ORC6 OSGEP OTUD5 OTUD6B P4HB PACS1 PACS2 PAFAH1B1 PAK3 PALB2 PARS2 PAX3 PCDHGC4 PCGF2 PCLO PCNT PDE4D PDGFRB PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PGAP1 PGAP2 PGAP3 PGM2L1 PGM3 PHC1 PHF6 PHF8 PHIP PHOX2B PIEZO2 PIGA PIGB PIGG PIGL PIGN PIGO PIGT PIGV PIGW PIGY PIK3CA PIK3R2 PITX1 PKDCC PLK4 PLOD1 PLPBP PMM2 POGZ POLA1 POLR1A POLR1B POLR1C POLR1D POLR3A POLR3GL PPP1CB PPP1R12A PPP1R15B PPP1R21 PPP2R1A PPP2R5D PPP3CA PQBP1 PRDM13 PRIM1 PRKAR1B PRMT7 PRPS1 PRR12 PRRX1 PSMD12 PTCH1 PTEN PTPN11 PUF60 PURA PUS7 PWAR1 PWRN1 PYCR1 PYCR2 QRICH1 RAB11B RAB18 RAB3GAP2 RAC1 RAD21 RAD51 RAD51C RAF1 RAI1 RAPSN RASA2 RBBP8 RBM10 RBMX RBPJ RDH11 RECQL4 RERE RFC2 RFWD3 RFX7 RHOA RIN2 RIPK4 RIT1 RLIM RNF135 RNF2 RNU4ATAC ROR2 RPL10 RPS19 RPS28 RPS6KA3 RRAS RRAS2 RREB1 RTL1 RTTN RYR1 SALL1 SALL4 SARS1 SASS6 SATB1 SATB2 SC5D SCAPER SCARF2 SCLT1 SCN3A SCN4A SCN8A SCNM1 SDCCAG8 SEC24C SEC24D SEMA5A SEPTIN9 SET SETBP1 SETD1A SETD1B SETD2 SETD5 SF3B2 SF3B4 SH3PXD2B SHOC2 SIAH1 SIM1 SIN3A SKI SKIC3 SLC13A5 SLC19A3 SLC1A2 SLC25A24 SLC29A3 SLC2A10 SLC30A9 SLC38A3 SLC39A13 SLC45A1 SLC6A17 SLC9A7 SLF2 SLX4 SMAD4 SMARCA2 SMC1A SMC5 SMO SMOC1 SMPD4 SMS SNAP29 SNORD115-1 SNORD116-1 SNRPB SNRPN SNX14 SON SOS1 SOS2 SOX11 SOX5 SOX6 SOX9 SPART SPATA5L1 SPECC1L SPEN SPOP SPRED1 SPRED2 SPTBN1 SRCAP STAC3 STAG2 STEEP1 STIL STRA6 STT3A STX1A STXBP1 SUPT16H SUZ12 SYNGAP1 SYNJ1 SYT1 SZT2 TAF1 TAF13 TASP1 TBC1D2B TBCD TBCK TBL1XR1 TBL2 TBR1 TBX1 TBX15 TBX6 TCF4 TCOF1 TELO2 TENM3 TFAP2A TFAP2B TFE3 TGDS TGFB2 TGFB3 THOC6 THUMPD1 TLK2 TMCO1 TMEM107 TMEM147 TMEM237 TMEM270 TNNI2 TNRC6B TOE1 TOR1A TP63 TRAIP TRAK1 TRAPPC10 TRAPPC14 TRIM32 TRIO TRIP12 TRIP13 TRMT1 TRMT10A TRPM3 TRRAP TSPEAR TSR2 TTC26 TTC8 TUBB TUBB3 TUBGCP2 TWIST1 TWIST2 TXNL4A UBA5 UBE2A UBE2T UBE3A UBE3B UBR1 UBR7 UFD1 UGDH UMPS UNC80 UQCC2 USP9X VAC14 VPS13B VPS35L VPS37D WAC WARS1 WASF1 WASHC5 WDPCP WDR35 WDR62 WNT5A WWOX XRCC2 XRCC4 YWHAE YWHAG YY1 ZBTB18 ZBTB20 ZC4H2 ZEB2 ZFHX4 ZIC1 ZIC2 ZMIZ1 ZMPSTE24 ZMYM2 ZMYND11 ZNF148 ZNF292 ZNF462 ZNF526 ZSWIM6 HP_ABNORMALITY_OF_THE_PANCREAS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_PANCREAS AAGAB ABCB11 ABCB4 ABCC6 ABCC8 ACD ACTG2 ACVR1B AGPAT2 ALG5 ALG9 ALMS1 AP2S1 APC APOC2 APOE APPL1 ARX ASXL1 ATP6AP1 ATP8B1 B9D1 B9D2 BAP1 BARD1 BCKDHA BCKDHB BICC1 BLK BMPR1A BRCA1 BRCA2 BRD4 BRIP1 BSCL2 C4A CASR CASZ1 CAV1 CBS CC2D2A CCDC47 CCND1 CCR1 CDC73 CDK4 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CEACAM3 CEACAM6 CEL CEP290 CFTR CHEK2 CIDEC CLCA4 CLCNKB CNOT1 COL14A1 COX4I2 CP CPA1 CSPP1 CTC1 CTLA4 CTNS CTRC CYBC1 DBT DCTN4 DIS3L2 DKC1 DNAJB11 DNAJC21 DYNC2I1 DZIP1L EDNRA EFL1 EIF2AK3 ENPP1 EPCAM ERAP1 EWSR1 FAH FAN1 FANCD2 FAS FCGR2A FGFR2 FLI1 FLNB FOCAD FOXF1 G6PC1 GABRD GANAB GATA6 GCGR GCK GCLC GK GLIS3 GLUD1 GNA11 GNAS GPC3 GPC4 GPIHBP1 GPR35 GSTM3 HAMP HFE HJV HLA-B HLA-DPA1 HLA-DPB1 HMGCL HMOX1 HNF1A HNF1B HNF4A HOXD13 HSPG2 IFNGR1 IFT140 IFT172 IGF2 IKZF1 IL10 IL12A IL12A-AS1 IL23R INS INSR JAG1 KCNAB2 KCNJ11 KCNN4 KCNQ1 KCNQ1OT1 KLF11 KLRC4 KRAS LBR LHX1 LMF1 LMNA LPL LRP5 LUZP1 MADD MAFA MC1R MDM2 MEFV MEN1 MGMT MIF MITF MKS1 MLH1 MLH3 MMP23B MMUT MRE11 MSH2 MSH6 MST1 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW MYC MYCN NADK2 NBN NDUFS3 NEK1 NEUROD1 NFS1 NHP2 NOP10 NOTCH3 NPHP3 NPM1 NR1H4 NSD2 NSMCE2 NTHL1 NUTM1 OFD1 PALB2 PALLD PARN PAX4 PCCA PCCB PDE11A PDGFRB PDPN PDX1 PIK3CA PKD1 PKD2 PKHD1 PMS1 PMS2 PNPLA2 POT1 PPARG PRDM16 PRIM1 PRKAR1A PRKCSH PRKCZ PRSS1 PRSS2 PRTN3 PTEN PTF1A PTPN22 PTRH2 PUF60 RABL3 RAD50 RAD51 RAD51C RAD51D RARB RBM8A RECQL4 RERE RFX6 RMRP RNF43 RNU7-1 RPGRIP1 RPGRIP1L RPS20 RTEL1 SBDS SCNN1A SCNN1B SEC63 SEMA4A SEMA4D SERPINA1 SETBP1 SIK3 SKI SKIC3 SLC11A1 SLC12A3 SLC16A1 SLC25A13 SLC26A9 SLC29A3 SLC37A4 SLC6A14 SLC7A7 SLC9A3 SMAD4 SMARCAL1 SPEN SPINK1 SRP54 STAT3 STAT4 STK11 STRA6 STUB1 STX1A TCF4 TCTN1 TCTN2 TCTN3 TELO2 TERC TERF2IP TERT TF TGFB1 TGFBR2 TINF2 TKFC TLR4 TMEM107 TMEM216 TMEM231 TMEM237 TMEM67 TP53 TRMT5 TXNDC15 TYMS UBAC2 UBE4B UBR1 UCP2 UQCRH USB1 VHL WDR19 WNT7B WRAP53 WT1 XPNPEP3 YARS1 YY1 HP_ABNORMALITY_OF_THE_PARATHYROID_GLAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_PARATHYROID_GLAND ACTG2 AIRE AP2S1 ARMC5 ARVCF ATP7B CA2 CASR CDC73 CDKN1A CDKN1B CDKN2B CDKN2C CHD7 CLCNKB CLDN10 COL4A5 COMT CYP27B1 CYP2R1 DGCR2 DGCR6 DGCR8 ESS2 FAM111A FLCN FOXI1 GALNT3 GATA3 GCM2 GNA11 GNAS GNAS-AS1 GP1BB HADHA HADHB HBB HIRA IDH1 IDH2 IFNG IRX5 JMJD1C KCNJ10 KL LIG4 MEN1 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW NF1 NKX2-1 NSUN2 OCRL PIGT PLEKHM1 PRMT7 PTEN PTH PTH1R RET RREB1 SEC24C SLC12A1 SLC12A3 SLC26A4 SLC4A2 STX16 TBCE TBX1 TBX2 TRPV6 TSC1 TSC2 UFD1 VDR YY1 HP_ABNORMALITY_OF_THE_PARATHYROID_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_PARATHYROID_MORPHOLOGY CASR CDC73 CDKN1A CDKN1B CDKN2B CDKN2C CHD7 CLCNKB FLCN GATA3 GCM2 IDH1 IDH2 IFNG KL MEN1 NF1 RET SLC12A3 TBX1 TSC1 TSC2 HP_ABNORMALITY_OF_THE_PERIORBITAL_REGION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_PERIORBITAL_REGION AARS1 ABCC9 ACTB ACTG1 ACTN4 ADAMTS2 AGPAT2 AIP ANKFY1 ANKRD17 ANLN ANTXR1 AP1G1 APOL1 ARHGAP24 ARHGDIA ARX ASXL3 BAZ1B BCL7B BRAF BSCL2 BUD23 CAMTA1 CAV1 CAVIN1 CCBE1 CD2AP CDH11 CHD1 CHD8 CITED2 CLIP2 CLPB COL11A2 COL1A1 COL4A3 COL5A1 COL5A2 COQ8B CRB2 CTLA4 CYP26C1 DAAM2 DHPS DHX30 DNAJC30 DNMT3B DOCK7 DUX4 DUX4L1 EDA EDAR EDARADD EDEM3 EIF4H ELN EMP2 EPHB4 ERCC4 ESCO2 EXOC2 FBXO31 FGFR1 FGFR2 FGFR3 FHL1 FKBP6 FLNA FLT4 FOS FOXG1 FREM1 FRG1 FRMD4A FTSJ1 GAPVD1 GATA4 GATA5 GATA6 GATAD2B GDF1 GHR GJA5 GNE GNPTAB GPR101 GRIA3 GSN GTF2I GTF2IRD1 GTF2IRD2 H4C11 H4C3 H4C5 HBA1 HBA2 HDAC8 HLA-DPA1 HLA-DPB1 HRAS HS2ST1 IARS2 IDS IGSF3 INF2 JAG1 JARID2 KAT6A KCNJ8 KCTD1 KDR KIF11 KIF15 KIF1A KMT2B KMT2E KNSTRN KPTN KRAS LAS1L LBR LIG4 LIMK1 LMBRD2 LRP2 LTBP4 LZTR1 MAB21L2 MAGI2 MAP2K1 MAP2K2 MAP3K7 MASP1 MDH1 MED12L MED13 MEGF8 METTL27 MLXIPL MYD88 MYO1E MYOD1 NAA10 NCF1 NEU1 NKX2-5 NKX2-6 NPHS1 NPHS2 NRAS NRCAM NSD2 NSUN2 NUP107 NUP133 NUP160 NUP205 NUP37 NUP85 NUP93 OPHN1 PAK3 PAX2 PCGF2 PDGFRB PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PHF6 PHF8 PIEZO1 PIK3CD PIK3R1 PITX2 PLCE1 PLPBP POLR3A POMP POU4F1 PPARG PPP1R21 PPP2CA PRMT7 PRR12 PRTN3 PSMB4 PSMB9 PSMC3 PSPH PTCH1 PTH1R PTPN22 PTPRO PUS7 RAB23 RBL2 RBM10 RBMX RFC2 RIN2 RPS23 RPS6KA3 SEC23A SERPING1 SETD2 SHANK3 SIK3 SKIC3 SLC25A24 SLC29A3 SLC35C1 SMARCA2 SMCHD1 SNX14 SOST SOX11 SOX18 SOX4 SP7 SPEN SPOP SPTBN1 SRCAP STX1A SUMF1 SUZ12 TAF1 TASP1 TBC1D8B TBL2 TBX1 TCF12 TGFBI TMEM270 TNFRSF1A TOE1 TRAPPC9 TRIO TRPC6 TUBB TWIST1 TWIST2 UBE2A VPS33A VPS37D WDR4 WT1 XPNPEP2 YARS1 YY1 ZFPM2 ZIC1 ZNHIT3 ZSWIM6 HP_ABNORMALITY_OF_THE_PERIPHERAL_NERVOUS_SYSTEM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_PERIPHERAL_NERVOUS_SYSTEM AAAS AARS1 ABCD1 ABHD12 ACOX1 ACTG2 ADH1C AHI1 AIFM1 AKAP9 ALS2 ANK2 APC2 ARHGEF10 ARHGEF2 ARL13B ARL3 ARL6 ARMC9 ARSA ARVCF ARX ASCL1 ATL1 ATL3 ATP11A ATP1A2 ATP1A3 ATP7A ATP7B ATRX ATXN1 ATXN10 ATXN2 ATXN3 ATXN8OS B2M B9D1 B9D2 BBS1 BCOR BDNF BRAT1 BRCA1 BRCA2 BRIP1 BSCL2 CACNA1A CACNA1C CACNA1S CADM3 CALM1 CALM2 CALM3 CAV1 CAV3 CBY1 CC2D2A CCDC28B CCT5 CDON CEP104 CEP120 CEP126 CEP290 CEP41 CHCHD10 CHCHD2 CHRNA3 CISD2 CNTNAP1 COL1A1 COL25A1 COL5A1 COL5A2 COMP COMT COQ2 CPLANE1 CSPP1 CTDP1 CYB561 CYP11B2 CYP27A1 DBH DCAF8 DDX3X DDX59 DEGS1 DEPDC5 DHCR7 DHH DHX16 DIAPH3 DISP1 DLL1 DNAJB6 DNAJC13 DNAJC3 DNAJC6 DNM2 DYSF EBP ECE1 EDN3 EDNRB EGR2 EIF4G1 ELP1 EMILIN1 EPM2A ERBB2 ERBB3 ERCC3 ERCC4 ERCC6 ERCC8 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FBLN5 FBN1 FBXO38 FBXO7 FGD4 FGF8 FGFR1 FIG4 FLNC FLVCR1 FMR1 FOXF1 FOXH1 FXN GABBR2 GABRA3 GALC GARS1 GAS1 GATA1 GBA1 GBE1 GCK GDAP1 GDNF GFAP GFM2 GIGYF2 GJB1 GJC2 GLA GLI2 GLUD2 GMPPA GNB2 GP1BB GSN HEXB HIKESHI HINT1 HIRA HK1 HPDL HSD17B4 HSPB1 HSPB8 HTRA2 HYCC1 HYLS1 IDUA IFT74 IGHMBP2 IL12A IL12RB1 IL6ST INPP5E IRF5 ITPR3 JMJD1C JPH1 KARS1 KATNIP KCNE1 KCNE2 KCNH2 KCNJ18 KCNJ5 KCNQ1 KIAA0586 KIAA0753 KIF1A KIF1B KIFBP KIT KITLG KRAS L1CAM LAMA2 LBX1 LEP LEPR LGI1 LIFR LIG3 LITAF LMNA LMNB1 LRRK2 LRSAM1 LTBP3 LYST MAD2L2 MAPT MARCHF6 MATR3 MBTPS2 MECP2 MED25 MEGF10 MFF MFN2 MITF MKKS MKS1 MMEL1 MOGS MORC2 MPV17 MPZ MT-TT MTMR2 MTRFR MYH14 MYH3 MYO1H NAA10 NALCN NDRG1 NEFL NEU1 NFASC NGLY1 NHLRC1 NMNAT1 NODAL NOS1AP NOTCH2NLC NPHP1 NPTX1 NR4A2 NRTN NSD1 NTRK1 OFD1 OPA1 OTOF PALB2 PARK7 PAX3 PDE6D PDK3 PEX6 PGAP2 PGAP3 PHOX2B PIBF1 PIGL PIGN PIGO PIGV PIGW PIGY PINK1 PLA2G6 PLCH1 PLEKHG5 PLOD1 PLP1 PMP2 PMP22 PNKP PNPT1 PODXL POLG POLR3A POU2AF1 PPOX PRDX3 PRKN PRNP PRPS1 PRX PSAP PTCH1 PTRH2 RAB7A RAD21 RAD51 RAD51C RAI1 REEP1 RELN RET RETREG1 RFC1 RFWD3 RIPOR2 RMRP RPGRIP1L RREB1 RRM2B SACS SALL4 SAMD12 SAMD9L SBF1 SBF2 SCN10A SCN11A SCN3A SCN4B SCN5A SCN9A SCP2 SEC24C SEMA3C SEMA3D SEMA6B SEPTIN9 SETBP1 SETD2 SETX SF3B4 SH2B1 SH3TC2 SHH SIGMAR1 SIM1 SIX3 SLC12A6 SLC18A2 SLC1A3 SLC25A15 SLC5A7 SLC6A2 SLC6A8 SLX4 SMC1A SMO SNAI2 SNAP29 SNCA SNCAIP SNTA1 SORD SOX10 SPG11 SPG21 SPIB SPTBN4 SPTLC1 SPTLC2 SREBF1 STAG2 STARD7 STIL SUCLA2 SUFU SUMF1 SYNE1 SYNJ1 SYT2 TBC1D20 TBC1D24 TBP TBX1 TBX5 TCF4 TCTN1 TCTN2 TCTN3 TDGF1 TDP1 TFG TGIF1 TIMM8A TMEM138 TMEM216 TMEM218 TMEM231 TMEM237 TMEM67 TNFSF15 TNPO3 TOGARAM1 TPI1 TRDN TRIM2 TRPV4 TSPYL1 TTPA TTR TUBA1A TUBB3 TWNK TXN2 TYMP TYR UBA1 UBE2T UCHL1 UFD1 UQCRC1 VAMP1 VCP VPS11 VPS13A VPS13C VPS35 WDR45 WFS1 WNK1 XRCC2 YARS1 YEATS2 YME1L1 ZEB2 ZFHX4 ZIC2 ZNF423 HP_ABNORMALITY_OF_THE_PERIUNGUAL_REGION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_PERIUNGUAL_REGION ADAM17 BLM CEBPE IFNG IL6ST KIF1A KRT16 KRT17 KRT6A KRT6B LAMA3 LAMB3 LAMC2 MBTPS2 NFKB2 RETREG1 SCN9A SLC39A4 STAT3 STING1 TSC1 TSC2 WNK1 HP_ABNORMALITY_OF_THE_PHALANGES_OF_THE_2ND_FINGER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_PHALANGES_OF_THE_2ND_FINGER BHLHA9 BMP2 BMPR1B COL2A1 FGFR2 FIG4 GDF5 HOXD13 IFT140 INTU KIF15 MYCN NSDHL RUNX2 SRCAP TWIST1 HP_ABNORMALITY_OF_THE_PHARYNX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_PHARYNX ACP5 ADA ADA2 ADNP AICDA ALG12 ALMS1 ARHGEF1 ARID1A ARID1B ARID2 ARSB ARVCF ASAH1 ATM BLM BTK C4B CARMIL2 CCDC65 CD19 CD4 CD79A CD79B CD81 CFAP298 CFAP74 CFI CIITA CLPB COG4 COL5A1 COL5A2 COMT CORO1A CR2 CREBBP CTC1 CTLA4 CXCR4 DCLRE1C DKC1 DNAAF1 DNAAF11 DNAAF2 DNAAF4 DNAAF5 DNAAF6 DNAH5 DNAI1 DNAI2 DNAJB13 DOCK8 DPF2 DPP9 DYM EGFR ELANE EP300 F12 FCGR3A FCHO1 FOXJ1 FOXN1 FOXP1 G6PC3 GALNS GAS2L2 GAS8 GFI1 GIPC1 GJA1 GLB1 GLI3 GNPTAB GNS GP1BB GUSB HCK HGSNAT HIRA HLA-B HLA-DPB1 HLA-DRB1 HPS6 HSPG2 HYDIN HYOU1 ICOS IDS IFIH1 IGHG2 IGHM IGKC IKBKB IKBKG IL10RB IL17RA IL21R IL2RG IL6R IL6ST IL7R IRF2BP2 IVNS1ABP JAK3 JMJD1C KATNIP KDM5C KRT5 LCK LEP LEPR LRBA LRP12 MAGT1 MATR3 MBTPS2 MCIDAS MDFIC MDM4 MGAT2 MGP MID1 MS4A1 MST1R MYSM1 NAGLU NBN NCF4 NEK10 NFIX NFKB1 NFKB2 NFKBIA NHP2 NLRP12 NME5 NME8 NOP10 NOTCH2NLC NPM1 ODAD1 ODAD2 OFD1 P4HA2 PABPN1 PARN PDE11A PHIP PIK3CD PIK3R1 PLG PLP1 PLVAP PNP POLE PRKAR1A PRKCD PRPS1 PSMB8 PTEN PTPN22 RAC2 RAG1 RAG2 RAI1 RELB RFX5 RFX7 RFXANK RFXAP RILPL1 RNF168 RPGR RREB1 RSPH1 RSPH4A RSPRY1 RTEL1 SALL4 SASH3 SCNN1A SCNN1B SCNN1G SEC24C SERPING1 SETBP1 SGSH SH2D1A SH3KBP1 SHH SLC29A3 SLC37A4 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SOX11 SOX4 SOX9 SPAG1 SPI1 SRP19 SRP54 STAT1 STAT3 STK11 STK36 STK4 STX3 STXBP2 TAFAZZIN TAP1 TAP2 TAPBP TBC1D24 TBX1 TCIRG1 TCOF1 TERC TERT TINF2 TMCO1 TNFRSF13B TNFRSF13C TNFRSF1A TNFRSF9 TNFSF12 TOM1 TP53 TP63 TYMS UFD1 UNC119 UNG UQCRH USB1 USP26 USP9X WAS WRAP53 XIAP XPNPEP2 ZAP70 ZBTB24 ZBTB7A ZMYND10 ZNF341 HP_ABNORMALITY_OF_THE_PHILTRUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_PHILTRUM AARS1 AASS ABCC8 ABCC9 ABL1 ACER3 ACTA1 ACTB ACTG1 ADAMTS3 ADAMTSL1 ADAMTSL2 ADNP ADSL AFF3 AFF4 ALDH6A1 ALG11 ALG12 ALG13 ALG8 ALG9 ALX4 ANKRD11 ANKRD17 ANO1 ANTXR1 AP1G1 AP1S2 AP2M1 AP3B1 AP3D1 AP4B1 AP4E1 AP4M1 AP4S1 APC ARHGEF2 ARID1A ARID1B ARID2 ARNT2 ARSK ARVCF ARX ASH1L ATG7 ATN1 ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 ATP7A ATP9A ATRX AUTS2 AVP B3GALT6 B3GAT3 B3GLCT B4GALT1 BAP1 BAZ1B BCAS3 BCL11B BCL7B BCOR BCR BMP1 BMP2 BPTF BRAF BRAT1 BRCC3 BRD4 BRF1 BRPF1 BUB1B BUD23 C12orf57 CAMK2G CAMTA1 CANT1 CASK CASZ1 CBL CCBE1 CCDC22 CCDC8 CCNK CD96 CDC42 CDC42BPB CDC6 CDH11 CDH2 CDK10 CDK13 CDKL5 CDON CERT1 CHAMP1 CHD2 CHD5 CHD8 CHRNG CHST14 CHST3 CHSY1 CKAP2L CLCF1 CLCN3 CLCN6 CLIC2 CLIP2 CLTC CNOT1 CNOT3 COG1 COG7 COL11A1 COL11A2 COL2A1 COL3A1 COLEC11 COMT COX7B CPLX1 CREBBP CRKL CRLF1 CRTAP CSGALNACT1 CSNK2B CTBP1 CTCF CTNNB1 CUL4B CUL7 DDR2 DDX59 DDX6 DEAF1 DENND5A DHCR7 DHPS DHX30 DHX37 DIS3L2 DISP1 DLK1 DLL1 DLL3 DNAJC30 DNMT3A DOCK7 DPF2 DPM1 DPM2 DPYD DPYSL5 DSE DVL1 DVL3 DYNC2H1 DYNC2I1 DYNC2I2 DYRK1A EBF3 EBP EDEM3 EED EFTUD2 EIF2S3 EIF4H ELN EMC1 EP300 EPB41L1 EPG5 ERCC1 ERCC6 ERLIN2 ERMARD EXOC2 EXOC7 EXOSC1 EXOSC2 EXT1 EXT2 EXTL3 EZH2 FAR1 FAT4 FBN1 FBXO11 FGD1 FGF3 FGF8 FGFR1 FGFR2 FGFRL1 FIG4 FKBP6 FLCN FLI1 FLII FLNA FOXG1 FOXH1 FOXL2 FOXP2 FRA10AC1 FREM1 FZD2 GABRD GAD1 GALNT2 GAS1 GATAD2B GJA1 GJA5 GJA8 GLB1 GLI2 GLIS3 GMPPA GNB1 GNB2 GNE GNPTAB GOLGA2 GP1BB GPC6 GRIA3 GRIA4 GTF2I GTF2IRD1 GTF2IRD2 H3-3A H3-3B H4C11 H4C5 H4C9 HDAC6 HDAC8 HECTD4 HES7 HIRA HIVEP2 HNRNPH2 HNRNPU HOXB1 HPDL HRAS HS2ST1 HSD17B4 HSPG2 HUWE1 IARS2 IDH1 IFIH1 IFT140 IFT57 IFT80 IFT81 IGF1R IL6ST INPPL1 INTS1 IQSEC2 IREB2 IRX5 ITCH JARID2 JMJD1C KARS1 KAT6A KAT6B KCNAB2 KCNH1 KCNJ11 KCNJ6 KCNJ8 KCNK4 KCNK9 KDF1 KDM4B KDM5B KDM5C KIAA0753 KIDINS220 KIF11 KIF15 KIF26A KIF7 KIFBP KIT KLHL41 KMT2A KMT2D KRAS LARP7 LEMD2 LETM1 LFNG LIMK1 LMNB1 LMX1B LRP4 LRRC32 LTBP1 LTBP3 LTBP4 LUZP1 MAB21L1 MAB21L2 MADD MAF MAGEL2 MAN1B1 MAP1B MAP2K1 MAP2K2 MAP3K7 MAPK1 MAPK8IP3 MAPRE2 MARS2 MCTP2 MED12 MED12L MED13 MED25 MEF2C MEG3 MEGF8 MEIS2 MESP2 METTL23 METTL27 METTL5 MGAT2 MGP MID1 MID2 MKS1 MLXIPL MMACHC MMP23B MOCS1 MOCS2 MPC1 MRPS28 MSL3 MTOR MTX2 MUSK MYH3 MYH8 MYMK MYMX MYO18B MYOD1 NAA10 NAA20 NALCN NARS2 NBAS NBN NCF1 NEB NECTIN1 NEK9 NELFA NEXMIF NF1 NFIB NFIX NIPBL NKAP NLRP1 NODAL NOG NONO NOTCH2 NOTCH3 NOVA2 NRAS NRCAM NSD1 NSD2 NSRP1 NSUN2 NUP107 NXN OBSL1 OCLN OCRL OFD1 OPHN1 ORC4 OSTM1 OTUD6B PACS1 PAH PAM16 PARS2 PAX3 PBX1 PCDHGC4 PCLO PDCD6IP PDE4D PDGFRB PDHA1 PDPN PEX26 PGAP2 PGAP3 PGM2L1 PHF21A PHIP PIEZO2 PIGB PIGG PIGL PIGN PIGO PIGQ PIGS PIGT PIGU PIGV PIGW PIGY PIK3CA PITX2 PKDCC PLAA PLPBP PMM2 POC1A POGZ POLR3A POLR3GL POR POU4F1 PPP1CB PPP1R12A PPP1R15B PPP1R21 PPP2CA PPP2R3C PPP2R5D PPP3CA PQBP1 PRDM16 PRDX1 PRIM1 PRKACA PRKACB PRKCZ PRKDC PRMT7 PSMC3 PSMD12 PTCH1 PTEN PTH1R PTPRF PUF60 PURA PUS1 PUS7 PYCR1 PYCR2 QRICH1 RAB18 RAB3GAP1 RAB3GAP2 RAC3 RAD21 RAI1 RALA RECQL RERE RFC2 RFX7 RHOBTB2 RIC1 RIN2 RIPPLY2 RNF135 RNF2 RNU4ATAC ROBO1 ROR2 RPL10 RREB1 RTL1 RTTN RUNX2 RYR1 SATB1 SATB2 SC5D SCN1A SCN4A SEC23A SEC24C SETBP1 SETD5 SH3PXD2B SHANK3 SHH SHMT2 SHOC2 SIN3A SIX3 SKI SKIC3 SLC25A24 SLC26A2 SLC2A1 SLC2A10 SLC35A1 SLC35A2 SLC35C1 SLC45A1 SLC6A1 SLC6A17 SLC9A7 SLF2 SMAD4 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMG8 SMOC1 SMPD4 SMS SNAI2 SNRPB SNX14 SON SOX11 SOX4 SOX9 SPECC1L SPEN SPOP SPRED2 SPTBN1 SRCAP STAG2 STEEP1 STIM1 STX1A STXBP1 SUFU SUMF1 SUZ12 SYNE1 SYNGAP1 SYT1 TAB2 TAF1 TAF6 TAF8 TALDO1 TAOK1 TASP1 TBC1D20 TBC1D24 TBCE TBCK TBL1XR1 TBL2 TBR1 TBX1 TCF3 TCF4 TCTN3 TDGF1 TENM3 TET3 TFAP2A TFAP2B TGFB3 TGIF1 THOC6 THSD1 THUMPD1 TMCO1 TMEM147 TMEM237 TMEM270 TMEM53 TMEM70 TMEM94 TMLHE TNNI2 TNPO2 TOE1 TOR1A TPM3 TPR TRAPPC4 TRAPPC9 TRIM8 TRIO TRIP11 TRIP12 TRMT10A TRPM3 TRPS1 TRRAP TSPAN7 TTC5 TUBB TUBGCP2 TWIST1 TWIST2 TXNL4A UBE2A UBE3B UBE4B UBR1 UBR7 UFD1 UGDH UGP2 UNC80 UPF3B USB1 USP9X VAC14 VPS13B VPS37D VPS51 WARS2 WDR19 WDR35 WDR37 WDR4 WLS WNT4 WNT5A WWOX XYLT1 XYLT2 YARS2 ZBTB18 ZC4H2 ZDHHC9 ZEB2 ZIC2 ZMIZ1 ZNF148 ZNF292 ZNF462 ZNF699 ZPR1 HP_ABNORMALITY_OF_THE_PINEAL_GLAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_PINEAL_GLAND ABCB11 ABCB4 ADNP ATP8B1 BPTF GALNT2 INSR KANSL1 KRAS NONO NR1H4 PNPLA2 PSMD12 VAX1 WDR26 HP_ABNORMALITY_OF_THE_PLANTAR_SKIN_OF_FOOT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_PLANTAR_SKIN_OF_FOOT AAAS AAGAB ABCA12 ABCC9 ACTC1 ACTN2 AIP AKT1 ALOX12B ALOXE3 ANAPC1 ANKRD1 AP1B1 AQP5 ASXL1 ATP2A2 ATP6V0A2 ATP6V1B2 B4GALT7 BAG3 BAG5 BRAF C1R CAP2 CARD14 CAST CD28 CD4 CDSN CERS3 CFTR COG6 COL14A1 COL17A1 COL7A1 CREBBP CRYAB CSRP3 CST6 CSTA CTC1 CTLA4 CTSB CTSC CYP27A1 CYP4F22 DES DKC1 DMD DOLK DSC2 DSG1 DSG2 DSP DST ENPP1 EP300 ERCC6 FERMT1 FGFR2 FGFR3 FHL2 FIG4 FKTN GATAD1 GJA1 GJB2 GJB3 GJB4 GJB6 GMPPA GPR101 GRHL2 HAND2 HNRNPK HPGD HRAS ITGB4 IVNS1ABP JPH2 JUP KANK2 KCNH1 KCNJ8 KCNMA1 KCNN3 KDSR KLHL24 KLLN KRAS KRT1 KRT10 KRT14 KRT16 KRT17 KRT2 KRT5 KRT6A KRT6B KRT6C KRT74 KRT83 KRT9 LAMA3 LAMA4 LAMB3 LAMC2 LDB3 LIG4 LMNA LMOD2 LORICRIN LSS LZTR1 MAP2K1 MAP2K2 MBTPS2 MCOLN1 MMP1 MRAS MT-TS1 MTOR MTX2 MYBPC3 MYH6 MYH7 MYPN NECTIN1 NEXN NHP2 NIPAL4 NLRP1 NOP10 NPM1 PARN PDGFRB PEPD PERP PIGL PIGN PIGQ PIK3CA PKP1 PLAA PLEC PLN PLOD1 PNPLA1 POMP PPCS PRDM16 PRKD1 PSEN1 PSEN2 PTCH1 PTCH2 PTEN RAF1 RBM20 RECQL4 RHBDF2 RIT1 RPL3L RSPO1 RTEL1 SASH1 SCN5A SDHA SDHB SDHC SDHD SDR9C7 SEC23B SERPINA12 SERPINB7 SGCD SLCO2A1 SLURP1 SMARCAD1 SNAP29 SOX18 SRD5A3 STS SUFU SULT2B1 TAF1A TAFAZZIN TAT TBL1XR1 TCAP TERC TERT TGM1 TINF2 TMPO TNFRSF1B TNNC1 TNNI3 TNNT2 TP63 TPM1 TRAPPC11 TRPM4 TRPV3 TTN TXNRD2 TYMS USB1 USF3 VCL VEZF1 VPS33B WNT10A WRAP53 ZNF469 HP_ABNORMALITY_OF_THE_PREMAXILLA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_PREMAXILLA COLEC11 EFEMP2 GLI2 HRAS NFIX NRAS PEX19 PTCH1 RECQL SIX3 SMOC1 HP_ABNORMALITY_OF_THE_PROTEIN_C_ANTICOAGULANT_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_PROTEIN_C_ANTICOAGULANT_PATHWAY ALG12 ALG6 ALG8 B4GALT1 DPAGT1 DPM1 F5 GGCX MPI NGLY1 PROC PROS1 HP_ABNORMALITY_OF_THE_PROXIMAL_PHALANX_OF_THE_5TH_FINGER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_PROXIMAL_PHALANX_OF_THE_5TH_FINGER BHLHA9 GDF5 KIF15 NOG ROR2 HP_ABNORMALITY_OF_THE_PROXIMAL_PHALANX_OF_THE_THUMB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_PROXIMAL_PHALANX_OF_THE_THUMB BMPR1B CHSY1 FGFR2 IHH NONO PQBP1 RAB23 HP_ABNORMALITY_OF_THE_PUBIC_HAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_PUBIC_HAIR ANOS1 APCDD1 AR AXL BMP15 BNC1 CCDC141 CDSN COL17A1 CYB5A CYP17A1 DHX37 DMRT3 DUSP6 EPS8L3 ESR1 FEZF1 FGF17 FOXL2 FSHB FSHR GATA4 GJB2 GJB6 GNRH1 GNRHR HLA-DRA HR ITGB4 KCTD1 KRT74 LHB LSS MAP3K1 MDM2 MRPS22 MSH4 NR0B1 NR5A1 NUP107 ORC6 POLR3H PPP2R3C PSMC3IP RPL21 SEMA3E SOX9 SPIDR SPRY4 SRA1 SRY TP63 VAMP7 WDR11 WT1 WWOX ZFPM2 ZSWIM7 HP_ABNORMALITY_OF_THE_PULMONARY_ARTERY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_PULMONARY_ARTERY AASS ACTA2 ACVR2B ADAMTS19 AGGF1 ALDH18A1 ALDH1A2 ARHGAP31 ARSL B3GLCT BAZ1B BCL11B BCL7B BCOR BGN BMPR2 BRAF BUD23 CBL CCDC22 CCNQ CHD7 CIROP CLCN7 CLIP2 CNTN1 COL3A1 COL5A1 CRELD1 CRTAP DGCR2 DGCR6 DGCR8 DLK1 DLL4 DNAJC30 DOCK6 DVL3 EDNRB EFEMP2 EIF4H ELN EOGT ESS2 FADD FBLN5 FBN1 FGFR1 FKBP6 FLT4 FOXF1 FRA10AC1 GATA1 GATA4 GATA6 GDF1 GPC6 GTF2I GTF2IRD1 GTF2IRD2 IFT43 IPO8 ITPR1 JAG1 KITLG KRAS LIFR LIMK1 LMNA LTBP1 LTBP4 LZTR1 MED12 MEG3 METTL27 MGP MITF MLXIPL MMP21 MRAS MYH7 NAA10 NCF1 NKX2-5 NKX2-6 NODAL NOTCH1 NOTCH2 NRAS ODAD1 OTUD5 PAX6 PIGL PIGN PIGO PKD1L1 PLD1 PLXND1 POLA1 PPP1CB PTPN11 RAF1 RASA2 RBPJ RFC2 RIT1 RPL10 RRAS RRAS2 RTL1 SKIC2 SKIC3 SLC2A10 SMARCA4 SMG8 SNAI2 SNX10 SOS1 SOS2 SOX10 SPRED2 STRA6 STX1A TAOK1 TBL2 TBX1 TCIRG1 TGFBR1 TGFBR2 TLL1 TMEM270 TMEM94 TNFSF11 TRAF7 TRAIP TTC26 TYR UBE2A VPS37D WNT4 WRN ZEB2 HP_ABNORMALITY_OF_THE_PULMONARY_VASCULATURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_PULMONARY_VASCULATURE AASS ACTA2 ACVR2B ACVRL1 ADAMTS19 AFF4 AGGF1 ALDH18A1 ALDH1A2 ARHGAP31 ARSL B3GLCT BAZ1B BCL11B BCL7B BCOR BGN BMPR2 BRAF BUD23 CAV1 CBL CCDC103 CCDC22 CCDC39 CCDC40 CCDC65 CCND1 CCNO CCNQ CDC42 CFAP221 CFAP298 CFAP300 CFAP53 CFAP74 CHD7 CIROP CITED2 CLCN7 CLIP2 CNTN1 COL3A1 COL5A1 CRELD1 CRTAP DGCR2 DGCR6 DGCR8 DHCR24 DLK1 DLL3 DLL4 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAJC30 DNAL1 DOCK6 DRC1 DVL3 EDNRB EFEMP2 EIF2AK4 EIF4H ELN ENG EOGT ESS2 FADD FBLN5 FBN1 FGFR1 FKBP6 FLT4 FOXC2 FOXF1 FOXJ1 FRA10AC1 GAS2L2 GAS8 GATA1 GATA4 GATA6 GDF1 GPC3 GPC4 GPC6 GTF2I GTF2IRD1 GTF2IRD2 HES7 HYDIN IFT43 IPO8 ITPR1 JAG1 KITLG KRAS LFNG LIFR LIMK1 LMNA LRRC56 LTBP1 LTBP4 LZTR1 MCIDAS MED12 MEG3 MESP2 METTL27 MGP MITF MLXIPL MMP21 MRAS MYH7 MYRF NAA10 NCF1 NEK10 NIPA1 NIPA2 NKX2-5 NKX2-6 NME5 NME8 NODAL NOTCH1 NOTCH2 NRAS ODAD1 ODAD2 ODAD3 ODAD4 OFD1 OTUD5 PAX6 PIGL PIGN PIGO PKD1L1 PLD1 PLXND1 POLA1 PORCN PPP1CB PTPN11 RAF1 RASA2 RBPJ RFC2 RIPPLY2 RIT1 RPGR RPL10 RPS15A RRAS RRAS2 RSPH1 RSPH3 RSPH4A RSPH9 RSPO2 RTL1 SFTPB SKIC2 SKIC3 SLC2A10 SMAD2 SMAD4 SMARCA4 SMC1A SMG8 SNAI2 SNX10 SOS1 SOS2 SOX10 SPAG1 SPEF2 SPRED2 STK36 STRA6 STX1A TAOK1 TBL2 TBX1 TBX5 TCIRG1 TGFBR1 TGFBR2 TLL1 TMEM260 TMEM270 TMEM94 TNFSF11 TRAF7 TRAIP TTC12 TTC26 TUBG1 TYR UBE2A VHL VPS37D WNT3 WNT4 WRN WT1 ZEB2 ZIC3 ZMYND10 HP_ABNORMALITY_OF_THE_PULMONARY_VEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_PULMONARY_VEINS ACVR2B AFF4 B3GLCT BMPR2 CCDC103 CCDC39 CCDC40 CCDC65 CCNO CDC42 CFAP221 CFAP298 CFAP300 CFAP53 CFAP74 CIROP CITED2 CRTAP DHCR24 DLL3 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAL1 DRC1 EIF2AK4 FOXF1 FOXJ1 GAS2L2 GAS8 GATA1 GDF1 GPC3 GPC4 HES7 HYDIN LFNG LRRC56 MCIDAS MED12 MESP2 MMP21 MYRF NEK10 NIPA1 NIPA2 NME5 NME8 NODAL ODAD1 ODAD2 ODAD3 ODAD4 OFD1 RIPPLY2 RPGR RPS15A RSPH1 RSPH3 RSPH4A RSPH9 RSPO2 SFTPB SMAD2 SMC1A SPAG1 SPEF2 STK36 TBX5 TMEM260 TTC12 TUBG1 WT1 ZIC3 ZMYND10 HP_ABNORMALITY_OF_THE_PYLORUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_PYLORUS ADAMTS3 ARF1 ARFGEF2 ATP6V1E1 BCOR BCR BIN1 BRD4 CASZ1 CAVIN1 CCBE1 COL18A1 CRKL CYBA CYBB CYBC1 DHCR7 DHODH DLK1 DNM2 DYRK1A EFEMP2 ERMARD FAT4 FBLN5 FGFR2 FIG4 FLI1 FLNA GABRD GTF2H5 HDAC4 HDAC8 HNF1B HRAS HSPG2 ITGA6 ITGB4 KANSL1 KCNAB2 LAMA3 LAMB3 LAMC2 LTBP1 LTBP4 LUZP1 MAP1B MAP3K7 MAPK1 MED12 MEG3 MMP23B MTM1 MTMR14 MYF6 NAA10 NCF1 NCF2 NCF4 NEDD4L NEFH NEK9 NFIX NFKB2 NIPBL NPHS1 OTC PAK2 PDPN PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PIEZO2 PLEC PPP2R3C PPP2R5D PRDM16 PRKCZ PYCR1 RAD21 RERE RTL1 RYR1 SERPINH1 SH2B1 SKI SLC2A10 SMC1A SMC3 SPEN SYT2 TBX3 TFAP2A TMTC3 UBE4B VAC14 ZEB2 ZNF699 HP_ABNORMALITY_OF_THE_RADIAL_HEAD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_RADIAL_HEAD AFF3 ANAPC1 ARID1B ASXL1 ATR B3GALT6 B3GAT3 B4GALT7 BMP1 CD96 CDC45 CHRNG CHST3 CLCN3 COL1A1 COL27A1 COL5A1 COL5A2 CREBBP DONSON DVL1 EP300 ERCC1 ESCO2 EXOC6B EXTL3 FLNA FZD2 GPC6 GSC IFITM5 KIF22 L1CAM LMX1B MAP3K7 NIPBL NOG NOTCH2 PRKAR1A RECQL4 RNU4ATAC ROR2 SCARF2 SHOX SKI SLC39A13 SOX9 SRCAP TBX15 WNT5A HP_ABNORMALITY_OF_THE_SCROTUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_SCROTUM ACTB AKT1 ALG12 ALX4 ANOS1 AR ARCN1 ATRX BLTP1 BMP4 BUB1B CDH11 CDKN1C CHD7 CHRNG CILK1 COLEC10 CREBBP CYB5A CYP17A1 DACT1 DHCR7 DHX37 DMRT3 DYRK1A EFNB1 EP300 ERCC2 FARSB FAT4 FGD1 FGFR2 FLI1 FRAS1 FREM2 FZD2 GATA4 GLI3 GRIP1 HERC2 HMGA2 HNF1B HOXA13 HOXD13 HSD3B2 IER3IP1 IGF2 IRF6 KAT6B KIFBP KRT5 LAMA5 LHX1 LMX1B MAB21L1 MAGEL2 MAMLD1 MAP3K1 MAPRE2 MED12 MEGF8 METTL23 MID1 MINPP1 MKRN3 MNX1 MTM1 MYH3 MYRF NDN NECTIN1 NEXMIF NPAP1 NR0B1 NR5A1 OCA2 OPHN1 ORC1 ORC6 PHF6 PLAG1 PNPLA6 POFUT1 POGLUT1 POLR1B POLR1C POLR1D POR PSENEN PSMD12 PTEN PTRH2 PWAR1 PWRN1 RAB18 RAB3GAP2 RFX7 RYR1 SALL1 SAMD9 SEMA3E SETBP1 SIM1 SLC25A24 SNORD115-1 SNORD116-1 SNRPN SOX9 SPECC1L SPTBN1 SRCAP SRD5A2 SRY STT3A STT3B STXBP1 TBC1D20 TBX3 TBX4 TCOF1 TMCO1 TOE1 TRRAP TSPYL1 TUBB TWIST2 UPB1 VAMP7 WNT7A WT1 WWOX ZEB2 ZFPM2 HP_ABNORMALITY_OF_THE_SENSE_OF_SMELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_SENSE_OF_SMELL ADCY3 AKT1 ANK1 ANOS1 ARNT2 ARSL ATP13A2 ATP7A ATP7B AXL BAP1 CCDC141 CEP290 CHD7 DCC DDX6 DMXL2 DNAI1 DNAJC13 DNAJC6 DUSP6 EIF4G1 FEZF1 FGF10 FGF17 FGF8 FGFR1 FGFR2 FGFR3 FLRT3 FSHB GBA1 GIGYF2 GNRH1 GNRHR HESX1 HS6ST1 HTRA2 HTT HYLS1 IFT27 IL17RD KIF7 KISS1 KISS1R LGI1 LHB LRRK2 LZTFL1 MFN2 MICAL1 NDNF NF2 NHLH2 NSMF OTX2 PARK7 PDGFB PEX7 PHYH PIK3CA PINK1 PLXND1 PODXL PRDM12 PRKN PROK2 PROKR2 PTCH1 PTCH2 PTPN11 RELN REV3L SCN9A SCP2 SEMA3A SEMA3E SHH SLC2A3 SLC39A14 SMARCB1 SMARCE1 SMCHD1 SMO SNCA SOX10 SOX2 SOX3 SOX9 SPRY4 SRA1 SUFU SYNJ1 TAC3 TACR3 TCF12 TERT TRAF7 TRANK1 TSHZ1 UCHL1 VPS13C VPS35 WDR11 HP_ABNORMALITY_OF_THE_SEVENTH_CRANIAL_NERVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_SEVENTH_CRANIAL_NERVE ABCA1 ACTA1 ADA2 ADCY6 ADGRG1 ADNP AGRN AK9 AKT1 ALG14 ALG2 AMER1 ANKH ANO5 ANTXR1 ASAH1 BAG3 BAP1 BICRA BIN1 BMS1 BTNL2 CAPN3 CFL2 CHAT CHCHD10 CHD7 CHKB CHRNA1 CHRNB1 CHRND CHRNE CLCN7 CNTNAP1 COL12A1 COL13A1 COL25A1 COL6A1 COL6A2 COL6A3 COLQ CRLF1 CRPPA CRYAB DES DLL4 DMPK DNAJB6 DNM2 DOK7 DPAGT1 EYA1 FKRP FKTN FRG1 GAN GFPT1 GJA1 GJC2 GLE1 GMPPB GNE GSN HK1 HLA-DRB1 HOXB1 ITGB4 KBTBD13 KIF1B KLHL40 KLHL41 KMT2D KY LAMA2 LAMB2 LARGE1 LMOD3 LRP12 LRP4 LRP5 MEGF10 MGME1 MPZ MTM1 MTMR14 MTMR2 MTRFR MUSK MYH7 MYL2 MYMK MYMX MYO9A MYPN NEB NEFL NF2 NOD2 OSTM1 PABPN1 PDGFB PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PI4KA PIK3CA PLEC PLXND1 POLG POLG2 POMT1 POMT2 PTDSS1 PTRH2 PUF60 RAPSN REV3L RRM2B RYR1 SALL4 SCN4A SCO2 SELENON SEMA3E SGCD SH3TC2 SHMT2 SIX1 SIX5 SLC12A6 SLC18A3 SLC19A3 SLC25A1 SLC25A4 SLC39A14 SLC52A2 SLC52A3 SLC5A7 SMARCB1 SMARCE1 SMCHD1 SMO SNAP25 SNX10 SOST SPEG SPTBN4 SQSTM1 SRPX2 STAG2 SUCLA2 SUFU SUPT16H SYNE1 SYT2 TCIRG1 TERT TFAP2A TFG TGFB1 TK2 TOR1A TPM2 TPM3 TRAF7 TRIM32 TRPV4 TTN TUBB3 TUBB6 TWNK UBA1 UBA2 UBE2T VAMP1 VCP XRCC2 YME1L1 ZC4H2 ZFHX4 HP_ABNORMALITY_OF_THE_SHOULDER_GIRDLE_MUSCULATURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_SHOULDER_GIRDLE_MUSCULATURE ABHD5 ACTA1 AGRN AK9 ALG14 ALG2 ALX1 ALX3 ANO5 ANXA11 ASH1L ATP6V0A2 BAG3 BICD2 BIN1 BRAF C19orf12 CAPN3 CCDC8 CFL2 CHRNA1 CHRNB1 CHRND CHRNE COL12A1 COL13A1 COL6A1 COL6A2 COL6A3 COLQ CRPPA CRYAB CSGALNACT1 CUL7 DMD DNA2 DNAJB6 DNM1L DOK7 DPAGT1 DSTYK DYSF EMD EMILIN1 EYA1 FBN1 FHL1 FKRP FKTN FLNA FLNB FLNC FRG1 GALC GDAP1 GDF11 GFPT1 GMPPB GNE GYG1 HACD1 HNRNPDL ITGA7 KBTBD13 KCNJ2 KLHL41 LAMB2 LGI4 LMNA LRIF1 LRP4 MAP3K20 MAP3K7 MATR3 MT-TE MUSK MYBPC1 MYH2 MYH7 MYL2 MYMK MYMX MYOT MYPN NEB NEFL OBSL1 OPA1 PAX1 PAX3 PLIN4 PLXND1 PNPLA2 POGLUT1 POLG POLG2 POMT2 PRR12 PSAP PTPN11 PUS1 PYROXD1 RAF1 RAPSN RBM8A REV3L RRM2B RYR1 RYR3 SALL4 SCN4A SELENON SEPTIN9 SGCA SGCB SGCD SGCG SLC25A4 SMCHD1 SMN1 SMN2 SMPX SPEG SPRED2 SPTLC1 SQSTM1 SYNE1 SYNE2 TBX3 TBX5 TGFB3 TK2 TMEM43 TNNT1 TNPO3 TPM2 TPM3 TRIM32 TRIO TRPS1 TRPV4 TTN TWNK VCP VWA1 HP_ABNORMALITY_OF_THE_SPINOCEREBELLAR_TRACTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_SPINOCEREBELLAR_TRACTS ATXN1 ATXN2 ATXN3 GCLC GJB1 MAN2B1 PLP1 PRKAR1B REPS1 RNASEH1 RRM2B TDP1 HP_ABNORMALITY_OF_THE_SPLEEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_SPLEEN ABCA1 ABCA12 ABCB11 ABCB4 ABCD3 ABCG8 ABL1 ACVR2B ADA ADA2 ADAMTS3 ADAR AFF4 AGA AGPAT2 AIRE AKR1D1 AKT1 ALAS2 ALDOA ALG1 ALG9 ALMS1 ALPK1 ANK1 ANKRD55 AP3B1 AP3D1 APOA1 APOC2 APOE ARSB ARVCF ASAH1 ASXL1 ATM ATP6AP1 ATP6V1B2 ATP7B ATP8B1 ATRX B2M B4GALT1 B9D1 B9D2 BACH2 BCL11A BCL2 BCL6 BCR BMP2 BMP6 BPGM BRAF BRCA1 BRCA2 BSCL2 BTD BTNL2 C4A CA2 CALR CARD11 CASK CASP10 CASP8 CASR CASZ1 CAV1 CAVIN1 CBL CC2D2A CCBE1 CCDC103 CCDC115 CCDC32 CCDC39 CCDC40 CCDC47 CCDC65 CCND1 CCNO CCR1 CD19 CD247 CD27 CD28 CD3D CD3E CD40LG CD70 CD81 CDAN1 CDIN1 CDKN2A CDON CENPF CEP290 CFAP221 CFAP298 CFAP300 CFAP410 CFAP45 CFAP74 CFC1 CFTR CHD7 CLCN7 CLDN1 CLPB COG1 COG4 COG5 COG6 COG7 COMT COX10 COX4I2 CPLX1 CPOX CR2 CREBBP CSF3R CSPP1 CTBP1 CTC1 CTLA4 CTNS CTSA CTSK CYBA CYBB CYBC1 CYP7B1 DCDC2 DCLRE1C DDRGK1 DGUOK DHCR24 DHCR7 DKC1 DLK1 DLL4 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAL1 DNASE1L3 DNASE2 DPM1 DRC1 DYNC2LI1 DZIP1L EP300 EPB41 EPB42 EPOR ERAP1 ERBB3 ERCC6 ERCC8 ESCO2 EXOC2 F5 FAH FAM111A FARSA FAS FASLG FAT4 FCGR2A FCHO1 FERMT3 FGA FGB FGFR2 FGFRL1 FGG FMO3 FOCAD FOXF1 FOXJ1 FOXP3 FUCA1 G6PC3 G6PD GAA GABRD GALE GALK1 GAS2L2 GAS8 GATA1 GATA2 GBA1 GBE1 GCLC GDF1 GEMIN4 GIMAP5 GLB1 GLIS3 GLRX5 GNB2 GNE GNPTAB GNS GP1BA GP1BB GPC3 GPC4 GPD1 GPI GPIHBP1 GPR35 GSN GUSB GYPC HAMP HAVCR2 HBA1 HBA2 HBB HBG1 HBG2 HCK HEXB HFE HGSNAT HIRA HJV HK1 HLA-B HLA-DRB1 HMGA2 HMOX1 HPGD HSD17B4 HSD3B7 HSPG2 HYDIN HYLS1 IARS1 ICOS IDS IDUA IFIH1 IFNG IFNGR1 IFT140 IFT172 IKBKG IKZF3 IL10 IL12A IL12A-AS1 IL1RN IL23R IL2RA IL2RB IL2RG IL6 IL6ST IL7R INPP5E INPPL1 IRF2BP2 IRF4 IRF8 ITCH ITK JAK1 JAK2 JAK3 JMJD1C KATNB1 KCNAB2 KCNH1 KCNMA1 KCNN3 KCNN4 KIF3B KIT KLF1 KLRC4 KPTN KRAS LACC1 LAT LBR LCAT LEMD3 LETM1 LIG4 LIPA LMNA LPIN2 LPL LRBA LRRC56 LSM11 LTBP4 LUZP1 LYST LYZ LZTR1 MAGT1 MAN2B1 MCIDAS MCM10 MCM4 MECOM MED12 MEFV MEG3 MEGF8 MICU1 MIF MKS1 MMP21 MMP23B MMUT MNS1 MOGS MPIG6B MPL MRAS MS4A1 MST1 MVK MYC MYCN MYD88 MYO5B MYRF NAE1 NAGLU NBEAL2 NCF1 NCF2 NCF4 NCKAP1L NDE1 NDUFS4 NEK10 NEK8 NEU1 NFKB1 NFKB2 NFKBIA NGLY1 NHLRC2 NHP2 NLRC4 NLRP1 NLRP12 NLRP3 NME5 NME8 NOD2 NODAL NOP10 NOTCH1 NOTCH2 NPC1 NPC2 NPHP3 NPM1 NRAS NSD2 OAS1 OCLN ODAD1 ODAD2 ODAD3 ODAD4 OFD1 ORAI1 OSTM1 OTC PALB2 PALLD PARN PDGFRA PDPN PEPD PEX13 PEX2 PEX7 PHKA2 PHKB PHKG2 PHYH PIBF1 PIEZO1 PIGA PIGM PIK3C2A PIK3CA PIK3CD PIK3CG PIK3R1 PKHD1 PKLR PLEKHM1 PNP PNPLA2 PPARG PPP2R3C PRDM16 PRF1 PRIM1 PRKCD PRKCZ PSAP PSMB10 PSMB4 PSMB8 PSMB9 PSMG2 PSTPIP1 PTEN PTPN11 PTPN2 PTPN22 PTPRC RAB23 RAB27A RABL3 RAC2 RAF1 RAG1 RAG2 RARB RASA2 RASGRP1 RBCK1 RBM8A RELN RERE RFWD3 RHAG RHCE RHD RINT1 RIPK1 RIT1 RMRP RNASEH2A RNASEH2B RNASEH2C RNU4ATAC RNU7-1 RORC RPGR RPGRIP1 RPGRIP1L RPSA RRAS RRAS2 RREB1 RSPH1 RSPH3 RSPH4A RSPH9 RTEL1 RTL1 RUNX1 SAMD9 SAMD9L SAMHD1 SC5D SCARB2 SCYL1 SEC23B SEC24C SEMA4D SERPINA1 SETBP1 SF3B1 SGSH SH2B3 SH2D1A SKI SKIC2 SKIC3 SLC17A5 SLC25A13 SLC29A3 SLC2A1 SLC30A10 SLC37A4 SLC39A4 SLC4A1 SLC7A7 SLCO2A1 SMAD2 SMAD4 SMPD1 SNX10 SNX14 SOCS1 SOS1 SOS2 SOX10 SP110 SPAG1 SPEF2 SPEN SPRED2 SPTA1 SPTB SRSF2 STAT1 STAT3 STAT4 STEAP3 STIM1 STK36 STRA6 STX11 STXBP2 SUMF1 SYK TALDO1 TBX1 TBXAS1 TCF3 TCF4 TCIRG1 TCTN1 TCTN2 TCTN3 TERC TERT TET2 TFE3 TGFB1 THPO TINF2 TLR4 TLR8 TMEM107 TMEM216 TMEM231 TMEM237 TMEM67 TNFRSF11A TNFRSF13B TNFRSF13C TNFRSF1A TNFRSF1B TNFRSF4 TNFRSF9 TNFSF11 TNFSF12 TOM1 TP53 TPI1 TPP2 TRAC TREX1 TRNT1 TRPV6 TTC12 TTC26 TULP3 TWIST1 TXNDC15 TYMS UBAC2 UBE4B UBR1 UFD1 UMPS UNC13D UROD UROS USB1 USP53 VPS11 VPS13A VPS33A VPS33B VPS45 WDR1 WDR35 WNT3 WNT7B WRAP53 WT1 XIAP XK YARS1 YME1L1 ZAP70 ZEB2 ZFYVE19 ZIC3 ZMYND10 ZNF699 ZNFX1 HP_ABNORMALITY_OF_THE_STAPES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_STAPES ABCC6 BPTF COL1A1 COL1A2 ENPP1 GDF6 GJB2 GJB6 IDS IL11RA NOG POU3F4 PSMD12 RAD21 SETBP1 STAG2 HP_ABNORMALITY_OF_THE_SUBUNGUAL_REGION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_SUBUNGUAL_REGION ATP2A2 CARD14 COL7A1 IFNG JUP KDF1 KRT14 KRT17 MBTPS2 TRPV3 TSC1 TSC2 HP_ABNORMALITY_OF_THE_SUPRAORBITAL_RIDGES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_SUPRAORBITAL_RIDGES ABCC9 AGPAT2 ANTXR1 AP1G1 ARX BRAF BSCL2 CAV1 CAVIN1 CHD8 CITED2 COL11A2 EDA ERCC4 ESCO2 FBXO31 FGFR1 FGFR2 FGFR3 FHL1 FLNA FLT4 FOS FREM1 GATA4 GATA5 GATA6 GDF1 GHR GJA5 GRIA3 HBA1 HBA2 HDAC8 IDS JAG1 JARID2 KCNJ8 KDR KIF11 KNSTRN KRAS LAS1L LBR LIG4 LMBRD2 LZTR1 MAP2K1 MAP2K2 MAP3K7 MASP1 MEGF8 MYOD1 NEU1 NKX2-5 NKX2-6 NSUN2 OPHN1 PAK3 PDGFRB PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PHF6 PHF8 PIK3CD PIK3R1 PITX2 POLR3A PPARG PPP1R21 PRMT7 PRR12 PSMC3 PTCH1 PTH1R RAB23 RBM10 RBMX RPS6KA3 SEC23A SHANK3 SIK3 SKIC3 SLC25A24 SOST SOX11 SP7 SPOP SUZ12 TAF1 TBX1 TCF12 TOE1 TRAPPC9 TWIST1 UBE2A ZFPM2 ZIC1 ZSWIM6 HP_ABNORMALITY_OF_THE_TARSAL_BONES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_TARSAL_BONES AARS1 ADAMTSL1 ADAT3 AEBP1 ARID1B ATP6AP2 ATP7A ATPAF2 BAP1 BMPR1B CANT1 CCDC8 CHRNG CHSY1 CLTCL1 COASY COL11A2 COL1A2 COL25A1 COL2A1 CUL7 DLK1 DOK7 DPH5 DYM EBP ECEL1 EIF2AK3 EMG1 EN1 EPB41L1 ERCC1 ERCC2 ERCC5 ERCC6 ERGIC1 EXOC7 EXT1 EXT2 EZH2 FBLN1 FBN1 FGFR1 FGFR2 FGFR3 FIG4 FLNA FLNB GDF5 GDF6 GFM2 GJB2 GJB6 GLE1 GLI3 GPX4 H4C9 HADHA HADHB HDAC6 HOXA13 HOXD10 HOXD13 INPPL1 IPO8 KANSL1 KATNB1 KIF14 LBR LEMD3 LMBR1 LMNA MAF MAFB MAGEL2 MAP3K7 MATN3 MEG3 MET MKKS MMP14 MMP2 MUSK MYBPC1 MYH3 MYL11 NALCN NDE1 NGLY1 NOG NUP188 NUP88 OBSL1 OFD1 OTUD5 PEX1 PHEX PHGDH PLAA POR PSAT1 PTH1R PUF60 RAB33B RBM10 RELN RNU12 RSPRY1 RTL1 SAMD9 SATB2 SCYL2 SLC29A3 SLC2A10 SLC35D1 SMOC1 SMPD4 SOX4 SYT1 TBX4 TELO2 TNNI2 TNNT3 TOR1A TPM2 VAC14 WNT7A WRN ZC4H2 ZEB2 ZMPSTE24 HP_ABNORMALITY_OF_THE_TEMPOROMANDIBULAR_JOINT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_TEMPOROMANDIBULAR_JOINT ANKRD55 CD247 COL1A1 COL5A1 COL5A2 EDN1 GNAI3 IDS IL2RA IL2RB LAMA2 LMNA PLCB4 PTPN2 PTPN22 SF3B4 STAT4 VPS13A ZMPSTE24 HP_ABNORMALITY_OF_THE_TESTIS_SIZE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_TESTIS_SIZE AGA AKT1 ALMS1 ANOS1 ARL6 ARX ATRX AXL B4GAT1 BBS1 BRCA1 BRCA2 BRCC3 BRIP1 CATIP CCDC141 CCDC28B CCDC34 CDKN1C CEP112 CFTR CHD7 CHRM3 CLIC2 CT55 CTDP1 CUL4B CUL7 CYB5A CYP11A1 CYP11B1 CYP17A1 CYP19A1 DAZ1 DAZ2 DAZ3 DAZ4 DCAF17 DCC DDB2 DDX3Y DHX37 DKC1 DMRT3 DMXL2 DNAH10 DNAJC19 DNHD1 DUSP6 ERCC2 ERCC3 ERCC4 ERCC5 FAM111A FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FBN1 FBXO43 FEZF1 FGF17 FGF8 FGFR1 FLRT3 FMR1 FOXA2 FSHB GATA4 GBA2 GDF6 GLI2 GLI3 GNAS GNRH1 GNRHR H4C5 HDAC8 HESX1 HS6ST1 HSD3B2 HSPG2 IL17RD IL1RAPL1 KCNJ6 KDM5C KISS1 KISS1R KLHL10 LEP LEPR LHCGR LHX4 MAD2L2 MAGEL2 MAP3K1 MAP3K7 MBTPS2 MCM8 MECP2 MED12 MEIOB MOV10L1 MSH5 NAA10 NANOS1 NDN NDNF NF1 NHLH2 NR0B1 NR5A1 NSMF OCA2 OGT OTX2 PALB2 PDE11A PDHA2 PHF6 PHF8 PHGDH PMM2 PNLDC1 POLA1 POU1F1 PQBP1 PRKAR1A PROK2 PROKR2 PROP1 PTEN RAB18 RAD51 RAD51C RBMX RBMY1A1 RFWD3 RLIM RNF113A RNF212 RPL10 RPL10L RSPO1 SAMD9 SATB2 SEMA3A SEMA3E SHOC1 SIM1 SLC29A3 SLC39A4 SLX4 SNRPN SOHLH1 SOX10 SOX3 SOX9 SPAG17 SPRY4 SRA1 SRY STAG3 SYCE1 SYCP3 TAC3 TACR3 TAF4B TBC1D20 TCTN3 TDRD9 TERB1 TERB2 TEX11 TEX14 TEX15 THOC2 TOGARAM1 TSHB TSPY1 TYMS UBE2T UPF3B USP9Y VAMP7 WDR11 WRN WT1 WWOX XPA XPC XRCC2 ZDHHC9 ZFPM2 ZMYND15 ZPR1 HP_ABNORMALITY_OF_THE_THENAR_EMINENCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_THENAR_EMINENCE ADA2 EIF4A3 EMILIN1 FBXW11 FGD4 FGFR2 GATA1 HEATR3 HOXA13 RAD51C RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 SALL4 TBX5 TSR2 HP_ABNORMALITY_OF_THE_THORACIC_CAVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_THORACIC_CAVITY AGR2 AKT1 APOE BAP1 BCL10 BCL2 BCL6 BIRC3 BRD4 BTNL2 CYBA CYBB CYBC1 DNAJC21 EFEMP2 EFL1 EIF2AK4 EWSR1 FBLN5 FOXP1 GLMN GNPTAB HLA-B HLA-DPB1 HLA-DRB1 IRF4 LTBP1 MAGT1 MALT1 NAB2 NCF1 NCF2 NCF4 NF2 NUTM1 P4HA2 PDGFB PIK3CA PIK3CG PORCN PRKCD PTPN22 RASGRP1 RHBDF2 SBDS SMARCB1 SMARCE1 SMO SRP54 STAT6 SUFU TERT TRAF7 WT1 HP_ABNORMALITY_OF_THE_THYROID_GLAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_THYROID_GLAND ABCB11 ABCB4 ABCC6 ABCC8 ABCD1 ACP5 ADA ADA2 ADAMTSL1 ADAR ADAT3 ADCY5 AFF4 AIP AIRE AKT1 ALB ALG2 ALG8 ALMS1 ALX4 ANAPC1 APC APC2 APOE ARID1A ARID1B ARID2 ARL6IP6 ARNT2 ARVCF ASH1L ATP11A ATP5F1A ATP5F1D ATP5F1E ATP5MK ATP6V1B2 ATP7A ATP8B1 ATPAF1 ATPAF2 B3GLCT B4GALT1 BAP1 BAZ1B BCL10 BCL7B BCOR BICRA BIRC3 BMP4 BMP6 BMPR1A BRAF BTNL2 BUB1 BUB1B BUB3 BUD23 C1QBP C1S CACNA1C CACNA1S CASP10 CASR CASZ1 CCBE1 CCDC47 CD55 CDC73 CDH23 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CDON CEP57 CHD7 CHD8 CHEK2 CLCNKB CLIP2 CLPB COMT CPE CTLA4 CTNNB1 CTNS CYP27A1 DACT1 DCAF17 DCLRE1C DDB1 DDOST DEAF1 DICER1 DIO1 DISP1 DLL1 DMXL2 DNAH1 DNAJC19 DNAJC30 DNM1L DPF2 DUOX2 DUOXA2 DYRK1A ECE1 EDN3 EDNRB EIF2AK3 EIF4H ELN ENPP1 EPCAM ERBB2 ERBB3 EXOSC2 EXT2 EYA1 FAN1 FANCI FARSA FAS FASLG FDX2 FGF13 FGF8 FGFR1 FKBP6 FLCN FLII FMR1 FOCAD FOXA2 FOXD3 FOXE1 FOXG1 FOXH1 FOXI1 FOXP1 FOXP3 FUCA1 FUT8 GABRA3 GABRD GAS1 GATA1 GATA4 GATA6 GCH1 GDNF GLI2 GLI3 GLIS3 GNA11 GNAS GNB1 GNB2 GNE GP1BB GPR161 GPR35 GREM1 GRIA1 GRIN2B GRM7 GTF2I GTF2IRD1 GTF2IRD2 GYG1 HABP2 HBB HDAC4 HEPACAM HESX1 HFE HID1 HIRA HLA-DQA1 HLA-DQB1 HLA-DRB1 HMGA2 HNF1B HNRNPK HPD HRAS HSD17B3 HSPG2 HYMAI IDH1 IDH2 IFIH1 IFNG IGF2 IGSF1 IL12A IL12RB1 IL18BP IL2RA IL2RG IL6ST IL7R IMPDH2 INSR IPO8 IQSEC2 IRF4 IRF5 IRS4 ITCH IYD JAG1 JAK1 JMJD1C KANSL1 KARS1 KAT6B KATNIP KCNAB2 KCNJ10 KCNJ11 KCNJ18 KCNJ2 KDM6A KEAP1 KISS1R KLF1 KLLN KMT2B KMT2D KRAS LEP LEPR LHX3 LHX4 LIFR LIG4 LIMK1 LMNA LRBA LRP4 LSM11 LUZP1 MAD1L1 MADD MAGEL2 MALT1 MARS1 MC2R MCM8 MDM2 MDM4 MEN1 METTL27 MID1 MINPP1 MLH1 MLH3 MLXIPL MMEL1 MMP14 MMP2 MMP23B MOGS MPI MRAP MSH2 MSH3 MSH6 MST1 MSTO1 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TL2 MT-TN MT-TQ MT-TS1 MT-TS2 MT-TW MTTP NCF1 NDN NDUFB11 NEXMIF NF2 NFKB2 NIN NKX2-1 NKX2-5 NLRP1 NNT NODAL NPHS1 NR1H4 NR4A2 NRAS NRTN NSD1 NSDHL OCA2 OPA1 OTX2 PAX8 PCSK1 PDE11A PDE4D PDGFB PDPN PHF21A PI4KA PIEZO1 PIK3C2A PIK3CA PLAA PLAG1 PLAGL1 PLCG2 PLCH1 PLVAP PMM2 PMS1 PMS2 PNPLA6 POLG POLG2 POLR1B POLR1C POLR1D POLR3A POLR3GL POMC POU1F1 POU2AF1 POU3F4 PPP1R15B PRDM16 PRIM1 PRKAR1A PRKCD PRKCZ PROKR2 PROP1 PTCH1 PTEN PTRH2 RAG1 RAG2 RAI1 RASGRP1 RBM28 RCBTB1 RERE RET RFC2 RMRP RNASEH2A RNASEH2B RNASEH2C RNU7-1 ROBO1 RPL10 RPS20 RREB1 RRM2B SAA1 SALL1 SAMHD1 SASH1 SASH3 SCN4A SDHB SDHC SDHD SEC23B SEC24C SECISBP2 SEMA3C SEMA3D SEMA4A SEMA4D SETBP1 SETD2 SGPL1 SHH SIM1 SIX1 SIX2 SIX3 SKI SKIC2 SKIC3 SLC12A3 SLC16A2 SLC25A36 SLC25A4 SLC26A4 SLC37A4 SLC5A5 SLC6A17 SLF2 SMARCA4 SMARCAL1 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMO SNRPN SOCS1 SOX11 SOX3 SOX4 SPEN SPIB SPOP SRD5A3 SREBF1 SRGAP1 SRY STAG2 STAR STAT1 STAT3 STAT5B STEAP3 STIL STUB1 STX1A SUFU SUGCT SUPT16H SVBP TANGO2 TBC1D24 TBCK TBL1X TBL2 TBX1 TBX2 TCF4 TCOF1 TDGF1 TERT TF TG TGFBR2 TGIF1 THRA THRB TIAM1 TMEM270 TMEM67 TNFSF15 TNPO3 TOM1 TONSL TP53 TPO TRAF7 TRAPPC9 TREX1 TRH TRHR TRIP13 TRMT10A TRPV6 TSC1 TSC2 TSHB TSHR TTC7A TTR TWNK TXNRD2 UBE4B UBR1 UBR7 UFD1 USF3 USP9X VPS37D WDR11 WDR4 WFS1 WRN XRCC4 YRDC YY1 ZBTB20 ZFAT ZFP57 ZIC2 HP_ABNORMALITY_OF_THE_TONGUE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_TONGUE ABCC8 ACTB ACVRL1 ADGRG1 ADNP ADPRS AFF3 AFF4 AGA AGPAT2 AGTPBP1 AIFM1 AIP AKT1 ALG3 ALG6 ALG8 ALS2 ALX3 AMN AMPD2 AP1S3 ARID1A ARSB ASAH1 ATP11A ATP13A2 ATP1A2 ATP6V1B2 ATRX B2M B9D1 B9D2 BAP1 BAZ1B BCL7B BCR BMP4 BSCL2 BTK BUD23 C2CD3 CACNA1A CASP10 CAV1 CAVIN1 CC2D2A CCDC22 CCDC47 CDC42BPB CDCA7 CDKN1C CEP120 CEP290 CHCHD10 CHRNG CLIC2 CLIP2 CLTRN COG1 COG7 COL11A1 COL11A2 COL2A1 COL7A1 CPLANE1 CPSF3 CRKL CRPPA CSNK2A1 CSNK2B CSPP1 CUBN CUL4B DDX59 DHCR7 DHX30 DLK1 DNAJC30 DNM1 DNMT3B DOK7 DUOX2 DUOXA2 DVL1 DVL3 DYNC2H1 DYNC2I1 DYNC2I2 ECEL1 ECM1 EDN1 EDNRA EGR2 EHMT1 EIF4H ELN ELP1 ENG ERLIN2 EXOSC3 EXOSC8 EXOSC9 FAM111A FAM149B1 FAM20C FAS FASLG FBXO28 FDX2 FIBP FIG4 FKBP6 FKRP FLNA FOS FOXE1 FOXG1 FRAS1 FREM2 FRG1 FTO FUCA1 FXR1 FZD2 GAA GATA1 GIPC1 GJB2 GJB6 GLB1 GLI3 GMPPB GNAI3 GNE GNPTAB GNS GPC3 GPC4 GPR101 GRIK2 GRIP1 GSN GTF2I GTF2IRD1 GTF2IRD2 GUSB H4C5 HELLS HESX1 HEXB HLA-B HLA-DRB1 HNRNPK HRAS HS2ST1 HYMAI IDS IDUA IFT140 IFT80 IGF2 IGHMBP2 IL36RN IL6ST INPP5E INSR INTU IPO8 IYD KAT6B KCNH1 KCNJ11 KCNK9 KCNMA1 KCNN3 KCNQ1 KCNQ1OT1 KDM5C KIAA0586 KIAA0753 KIF1A KIF7 KLLN KMT2D KRT14 KRT5 KRT6A KY LAMA2 LARGE1 LGI3 LHX3 LHX4 LIFR LIMK1 LIMS2 LMBRD1 LMNA LMNB1 LMNB2 LRP12 MAN2B1 MAN2C1 MAPK1 MBD5 MBTPS2 MCTP2 MDM4 MED13L MED25 MEF2C MEG3 MEGF10 METTL27 MGAT2 MID1 MKS1 MLXIPL MMACHC MMP1 MORC2 MPZ MT-TE MTPAP MYH3 MYMK MYMX NCF1 NDUFS4 NEFL NEK1 NEK9 NEU1 NF2 NFASC NFIX NKX2-1 NKX2-5 NOP56 NOTCH2NLC NRXN1 NTRK1 NXN OCA2 OFD1 OPTN OTX2 P4HA2 PANK2 PAX8 PDE11A PDE6D PDGFB PERP PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PI4KA PIGB PIGS PIGW PIK3C2A PIK3CA PKP1 PLAGL1 PLCB4 PLXND1 PMP22 POLG POLR1B POLR1C POLR1D POMGNT1 POMK POMT1 POMT2 POP1 POU1F1 POU4F1 PPARG PQBP1 PRKAG2 PRKAR1A PRKCD PROP1 PRR12 PRRT2 PRRX1 PRUNE1 PRX PSMB8 PTDSS1 PTEN PTH1R PTPN22 RAB3GAP1 RAB3GAP2 RALGAPA1 RASGRP1 RBBP8 RBM10 RERE RETREG1 REV3L RFC2 RILPL1 RIPK4 RMND1 RMRP RNF125 ROR2 RPGRIP1 RPGRIP1L RSPO2 RTL1 RUNX2 SBF2 SCN1A SCN9A SCNM1 SDHB SDHC SDHD SEC23B SERPING1 SET SETBP1 SGCG SH3TC2 SLC25A21 SLC25A24 SLC25A46 SLC26A4 SLC35B2 SLC35C1 SLC37A4 SLC39A4 SLC46A1 SLC52A2 SLC52A3 SLC5A5 SLC6A19 SMARCA4 SMARCB1 SMARCE1 SMN1 SMN2 SMO SNIP1 SNRPB SNRPN SNX14 SOX5 SOX9 SPTBN1 SPTLC1 SREBF1 SRPX2 STX1A SUFU SYNGAP1 SYT2 TAF1 TBCD TBCK TBL2 TBX15 TBX22 TCOF1 TCTN1 TCTN2 TCTN3 TELO2 TERT TG TGDS THRA TMEM107 TMEM216 TMEM231 TMEM237 TMEM270 TMEM67 TOE1 TOPORS TPO TRAF3IP2 TRAF7 TRANK1 TRIM37 TRIP11 TRMU TRPV3 TSHB TSHR TSPYL1 TUBB4A TXNDC15 UBA1 UBE3A USF3 VAC14 VCP VPS13A VPS13B VPS33A VPS37D VRK1 VWA1 WDPCP WDR35 WNK1 WNT10A WNT5A WRAP53 XPNPEP2 ZBTB24 ZFP57 ZMPSTE24 ZNF699 HP_ABNORMALITY_OF_THE_TONGUE_MUSCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_TONGUE_MUSCLE FKRP GMPPB LARGE1 POMT1 POMT2 HP_ABNORMALITY_OF_THE_TONSILS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_TONSILS ABCA1 ADA AKT2 ARVCF BLM BTK C3 CA2 CD40LG COMT CYBC1 DCLRE1C ELANE GP1BB HIRA IDS IDUA IGHG2 IGKC IL2RA IL2RG JMJD1C MPEG1 MYO5A PIK3CD PIK3R1 PTEN RIPK1 RREB1 RSPRY1 SCNN1A SCNN1B SCNN1G SEC24C TBX1 UFD1 ZBTB7A HP_ABNORMALITY_OF_THE_UMBILICAL_CORD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_UMBILICAL_CORD ADGRG6 C1QC CACNA1C CCDC22 CLPB DDX6 DPF2 DPYSL5 F13A1 F13B F7 FANCB FANCF FAT4 FCGR3B FOXF1 G6PC3 GATA6 GNB2 HNRNPK HOXD13 HSPG2 IL6ST ITGB2 LMNA MCTP2 MKS1 MTHFS MUSK MYD88 MYH7 NRAS PACS1 PAK2 PGAP2 PGAP3 PHGDH PIGL PIGO PIGV PIGW PIGY POR QRICH1 RAC2 RBCK1 SCARF2 SERPINE1 SLC30A9 SMARCD2 SPECC1L STAG1 TAPT1 THSD1 TLK2 TRAF7 TWIST2 VPS35L WASHC5 WNT3 WT1 ZMPSTE24 ZNF699 HP_ABNORMALITY_OF_THE_UPPER_ARM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_UPPER_ARM AGPS ALG12 ATP7A B3GALT6 BMP1 COL2A1 CREB3L1 CYP26B1 DNM2 DONSON DYM EMD ESCO2 EZH2 FANCB FGF9 FGFR1 FGFR2 FHL1 FLNA FLNB FZD2 GDF5 GNAS GNPAT GNPTAB GPC6 GSC HNRNPDL IFT122 IHH KIAA0753 LAMA5 LBR LMBR1 LMNA LMX1B LONP1 LYSET MACROH2A1 MORC2 MTHFS MTMR14 MYSM1 NOG PEX5 PITX1 POLR3A POR PRKG2 PTDSS1 RBM8A RECQL4 RNU4ATAC RSPO2 SALL4 SGCD SHOX SLC26A2 SNRPB SPARC SRCAP STX16 SUCLG1 SYNE1 SYNE2 TBX15 TBX3 TBX5 TCAP TGDS TGFB1 TMEM43 TNFRSF11B TONSL TRPV4 WNT7A ZIC3 HP_ABNORMALITY_OF_THE_UPPER_RESPIRATORY_TRACT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_UPPER_RESPIRATORY_TRACT ACP5 ADA ADA2 ADARB1 ADNP AFF4 AGA AHDC1 AICDA ALG12 ALMS1 ALX1 ALX3 AMER1 ANG ANO3 ANXA11 APC ARHGEF1 ARID1A ARID1B ARID2 ARSB ARSL ARVCF ASAH1 ASXL3 ATM ATP6V1E1 ATRX ATXN2 BLM BLNK BRF1 BTD BTK C2CD3 C4B CACNA1C CAPN15 CARMIL2 CASR CAT CCDC103 CCDC39 CCDC40 CCDC65 CCNF CCNO CD19 CD4 CD79A CD79B CD81 CDKN2A CEACAM3 CEACAM6 CENPE CFAP221 CFAP298 CFAP300 CFAP410 CFAP45 CFAP52 CFAP74 CFI CFTR CHCHD10 CHD7 CHEK2 CHMP2B CIITA CILK1 CLCA4 CLPB COG4 COL11A1 COL12A1 COL5A1 COL5A2 COMT CORO1A CR2 CREBBP CSPP1 CTC1 CTLA4 CTSK CXCR4 CYBA CYBB CYBC1 DAO DCLRE1C DCTN1 DCTN4 DDRGK1 DDX3X DHCR7 DKC1 DLK1 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH7 DNAH9 DNAI1 DNAI2 DNAJB13 DNAJC21 DNAL1 DNMT3B DOCK8 DPF2 DPP9 DRC1 DTYMK DYM DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 EDN1 EDNRA EFL1 EGFR EIF4A3 ELANE EP300 EPHA4 EPHB4 ERBB4 EXTL3 F12 FANCB FBXW7 FCGR2A FCGR3A FCHO1 FERMT1 FGF10 FGFR2 FGFR3 FIG4 FLNA FLNB FMR1 FOXE1 FOXJ1 FOXN1 FOXP1 FRAS1 FREM2 FUCA1 FUS G6PC3 GABRG2 GALC GALNS GAS2L2 GAS8 GCLC GFI1 GIPC1 GJA1 GLB1 GLE1 GLI3 GLT8D1 GMNN GNPTAB GNS GP1BB GRIN2A GRIP1 GSTM3 GUSB H3-3A H3-3B HAAO HCK HDAC4 HFE HGSNAT HIRA HLA-B HLA-DPA1 HLA-DPB1 HLA-DRB1 HMOX1 HNRNPA1 HNRNPR HOXD13 HPS6 HS3ST6 HSPG2 HYDIN HYLS1 HYOU1 ICOS IDH1 IDS IFIH1 IFT80 IGHG2 IGHM IGKC IGLL1 IGSF3 IKBKB IKBKG IL10RB IL17RA IL21R IL2RG IL6R IL6ST IL7R INTU IRF2BP2 IRF8 IVNS1ABP JAK3 JMJD1C KANSL1 KAT6A KAT6B KATNIP KCNJ2 KCNMA1 KCNN4 KDM5C KIF22 KIF7 KRAS KRT14 KRT5 LAMA3 LAMB3 LAMC2 LBR LCK LEP LEPR LIG4 LMNA LONP1 LRBA LRP12 LRP4 LRRC56 LRRC8A LTBP3 LTBP4 MAGT1 MAN2B1 MAP3K7 MATR3 MBTPS2 MCIDAS MDFIC MDM2 MDM4 MEG3 MEIS2 MGAT2 MGP MID1 MIF MKS1 MLH1 MPDU1 MS4A1 MSH2 MSH6 MST1R MT-CYB MYMK MYMX MYSM1 NAGLU NBN NCF1 NCF2 NCF4 NEFH NEK1 NEK10 NF1 NFIX NFKB1 NFKB2 NFKBIA NHP2 NIN NLRP1 NLRP12 NME5 NME8 NOP10 NOTCH2 NOTCH2NLC NPM1 NRCAM ODAD1 ODAD2 ODAD3 ODAD4 OFD1 OPTN ORC6 P4HA2 PABPN1 PARN PCNT PDE11A PFN1 PGM3 PHIP PIK3CD PIK3R1 PKDCC PLG PLP1 PLVAP PNP POLE POLR3A PON1 PON2 PON3 POR PORCN PPARGC1A PPM1D PRKAR1A PRKCD PRMT7 PRPH PRPS1 PRRX1 PRTN3 PSAP PSMB4 PSMB8 PSMB9 PTEN PTH1R PTPN22 PUF60 RAC2 RAF1 RAG1 RAG2 RAI1 RALGAPA1 RELB RFX5 RFX7 RFXANK RFXAP RILPL1 RNF168 ROBO1 RPGR RPL10 RREB1 RSPH1 RSPH3 RSPH4A RSPH9 RSPO1 RSPO2 RSPRY1 RTEL1 RTL1 RUNX2 SALL4 SASH3 SATB2 SBDS SCARF2 SCN4A SCNN1A SCNN1B SCNN1G SEC24C SEMA3E SERPINA1 SERPING1 SETBP1 SF3B4 SFRP4 SGSH SH2D1A SH3KBP1 SHH SIAH1 SIX2 SLC11A1 SLC26A2 SLC26A9 SLC29A3 SLC37A4 SLC39A7 SLC6A14 SLC9A3 SMAD2 SMAD4 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMCHD1 SNIP1 SOD1 SOX11 SOX4 SOX9 SPAG1 SPEF2 SPI1 SPTBN1 SQSTM1 SRP19 SRP54 SRPX2 STAT1 STAT3 STK11 STK36 STK4 STX1A STX3 STXBP2 SYT1 TAF1 TAF15 TAFAZZIN TAP1 TAP2 TAPBP TARDBP TBC1D24 TBK1 TBX1 TBX3 TCF3 TCIRG1 TCOF1 TCTN3 TERC TERT TGFB1 TINF2 TMCO1 TNFRSF13B TNFRSF13C TNFRSF1A TNFRSF9 TNFSF12 TOM1 TONSL TP53 TP63 TREM2 TRIM37 TSPYL1 TTC12 TYMS UBE3B UBQLN2 UFC1 UFD1 UNC119 UNC13A UNG UQCRH USB1 USP26 USP9X VAPB VCP VPS13B WAS WDR35 WIPF1 WNT3 WRAP53 WRN XIAP XPNPEP2 ZAP70 ZBTB24 ZBTB7A ZIC3 ZMYND10 ZNF341 ZNF699 HP_ABNORMALITY_OF_THE_UPPER_URINARY_TRACT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_UPPER_URINARY_TRACT AAGAB ABCA12 ABCC6 ABCC8 ABCG5 ABCG8 ACE ACP5 ACSL4 ACTB ACTG1 ACTG2 ACTN4 ACVRL1 ADA ADA2 ADAMTS13 ADAMTS3 ADAMTSL1 ADAT3 ADCY10 ADGRG2 ADNP AFF3 AFF4 AGGF1 AGPAT2 AGT AGTR1 AGXT AHI1 AIP AIRE AKR1D1 AKT1 AKT3 ALDH18A1 ALDH4A1 ALDOA ALDOB ALG1 ALG5 ALG8 ALG9 ALKBH8 ALMS1 ALOX12B ALOXE3 ALPL ALX4 AMER1 AMMECR1 AMN ANKFY1 ANKLE2 ANKRD17 ANKS6 ANLN ANOS1 ANTXR1 AP1S3 AP2S1 APC APC2 APOA1 APOB APOE APOL1 APPL1 APRT AQP2 ARHGAP24 ARHGDIA ARID1A ARID1B ARID2 ARL3 ARL6 ARL6IP6 ARMC5 ARNT2 ARPC4 ARSK ARVCF ARX ASPM ASPRV1 ASXL1 ASXL2 ATN1 ATP1A1 ATP5F1A ATP5F1D ATP5F1E ATP5MK ATP6V0A4 ATP6V1B1 ATP6V1B2 ATP6V1E1 ATP7A ATP7B ATPAF1 ATPAF2 ATRX AURKA AVIL AVPR2 AXIN1 AXIN2 B2M B3GALT6 B3GLCT B4GAT1 B9D1 B9D2 BANK1 BAP1 BAX BAZ1B BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCL7B BCOR BCS1L BICC1 BICRA BLK BLM BMP4 BMPER BMPR1A BNC2 BPTF BRAF BRCA1 BRCA2 BRD4 BRF1 BRIP1 BSCL2 BSND BTNL2 BUB1 BUB1B BUB3 BUD23 C1QA C1QBP C1S C2CD3 C3 C4A C4B CA2 CACNA1D CACNA1S CAD CAMK2A CAMKMT CAPN15 CASK CASP10 CASR CASZ1 CAV1 CC2D2A CCBE1 CCDC141 CCDC22 CCDC28B CCN2 CCND1 CCND2 CCNQ CCR1 CCR6 CD109 CD151 CD2AP CD46 CD81 CD96 CDC42 CDC42BPB CDC45 CDC73 CDH11 CDK4 CDK5RAP2 CDK6 CDKL5 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CDON CEACAM3 CEACAM6 CEL CENPE CENPF CENPJ CEP120 CEP135 CEP152 CEP164 CEP19 CEP290 CEP41 CEP55 CEP57 CEP63 CEP83 CFAP418 CFB CFH CFHR1 CFHR3 CFHR5 CFI CFTR CHD4 CHD7 CHEK2 CHKA CHN1 CHRM3 CHRNA3 CHST14 CHUK CILK1 CISD2 CIT CLCA4 CLCN3 CLCN5 CLCN7 CLCNKA CLCNKB CLDN10 CLDN16 CLDN19 CLDN2 CLEC7A CLIP2 CLPB CNNM2 COA8 COG1 COG6 COG7 COL14A1 COL18A1 COL3A1 COL4A1 COL4A3 COL4A4 COL4A5 COL4A6 COL7A1 COLEC10 COLEC11 COMT COPA COPB2 COQ2 COQ6 COQ7 COQ8B CORIN COX14 CPLANE1 CPLX1 CPOX CPT1A CPT2 CR2 CRB2 CREBBP CRTAP CSPP1 CTBP1 CTH CTLA4 CTNNB1 CTNS CTU2 CUBN CWC27 CYB561 CYBC1 CYP24A1 CYP4F22 DAAM2 DACT1 DCC DCDC2 DCHS1 DCLRE1C DCTN4 DDB1 DDX59 DDX6 DEAF1 DGKE DHCR24 DHCR7 DHDDS DHODH DHX16 DHX37 DICER1 DIS3L2 DISP1 DKC1 DLC1 DLK1 DLL1 DLL3 DLL4 DLST DMP1 DMRT3 DMXL2 DNA2 DNAJB11 DNAJC21 DNAJC30 DNASE1 DNASE1L3 DNASE2 DNMT3A DPF2 DPH1 DPH2 DPYSL5 DSE DSTYK DUSP6 DVL1 DVL3 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYRK1A DZIP1L EBF3 EBP EDNRA EDNRB EFEMP2 EHHADH EHMT1 EIF2AK3 EIF4H ELN ELP1 EMP2 EN1 ENG ENPP1 EP300 EPAS1 EPG5 ERAP1 ERBB3 ERCC4 ERCC6 ERCC8 ESCO2 ETFA ETFB ETFDH ETS1 EVC EVC2 EXT1 EXT2 EXTL3 EYA1 F10 F2 F5 F8 FAH FAM149B1 FAM20A FAM20C FAN1 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAS FASLG FAT4 FBLN5 FBN1 FBXL4 FBXW11 FCGR2A FCGR2B FCGR3B FEZF1 FGA FGF10 FGF13 FGF17 FGF20 FGF23 FGF8 FGFR1 FGFR2 FGFR3 FH FIBP FIG4 FIP1L1 FKBP6 FKRP FKTN FLCN FLI1 FLII FLNA FLNB FLRT3 FLT1 FN1 FOCAD FOXC2 FOXE1 FOXF1 FOXH1 FOXI1 FOXP1 FOXP3 FOXRED1 FRAS1 FREM1 FREM2 FUT8 FUZ FXYD2 G6PC1 G6PC3 GABRD GALNT3 GANAB GAPVD1 GAS1 GATA1 GATA3 GATA4 GATA6 GATM GBA1 GBE1 GCDH GCK GCLC GCM2 GDF2 GDF3 GDF6 GEMIN4 GFRA1 GLA GLI1 GLI2 GLI3 GLIS2 GLIS3 GLMN GNA11 GNAO1 GNAS GNB1 GNB2 GNPTAB GON7 GP1BA GP1BB GP9 GPC3 GPC4 GPKOW GPR35 GRB10 GREB1L GRHPR GRIA3 GRIN1 GRIP1 GRM7 GSN GSTM3 GTF2I GTF2IRD1 GTF2IRD2 H19 H4C3 H4C5 H4C9 HAAO HABP2 HBB HDAC4 HDAC8 HEATR3 HELLPAR HES7 HESX1 HFE HGD HIC1 HIRA HLA-B HLA-DPA1 HLA-DPB1 HLA-DRB1 HMBS HMGA2 HMOX1 HNF1A HNF1B HNF4A HNRNPH1 HNRNPK HNRNPU HOGA1 HOXA13 HOXD13 HPRT1 HPS1 HPSE2 HRAS HS2ST1 HS6ST1 HSD11B2 HSD17B4 HSPA9 HSPG2 HYLS1 HYMAI IARS1 IDH1 IFIH1 IFNG IFNGR1 IFT122 IFT140 IFT172 IFT27 IFT43 IFT74 IFT80 IGF2 IGHG1 IKZF1 IL10 IL12A IL12A-AS1 IL17F IL17RA IL17RC IL17RD IL23R IL2RG IL36RN IL6 IL7R INF2 INPP5E INS INSL3 INSR INTS1 INTU INVS IPO8 IQCB1 IQSEC2 IRAK1 IRF2BP2 IRF5 ISL1 ITGA2 ITGA2B ITGA3 ITGA6 ITGA8 ITGAM ITGB3 ITGB4 ITPR3 JAG1 JAK1 JAM3 JAZF1 JMJD1C KANK2 KANSL1 KARS1 KAT5 KAT6A KAT6B KCNA1 KCNAB2 KCNE5 KCNH1 KCNJ1 KCNJ10 KCNJ11 KCNJ2 KCNJ5 KCNN4 KCNQ1 KCNQ1OT1 KCTD1 KDM6A KEAP1 KIAA0319L KIAA0586 KIAA0753 KIF14 KIF1B KIF7 KIFBP KIRREL1 KITLG KL KLF11 KLLN KLRC4 KMT2A KMT2C KMT2D KNL1 KNSTRN KRAS KRT17 KYNU LAGE3 LAMA3 LAMA5 LAMB2 LAMB3 LAMC2 LARGE1 LARS2 LCAT LDHA LDLR LDLRAP1 LEMD3 LETM1 LFNG LHX1 LIG1 LIG4 LIMK1 LIPN LMAN1 LMBRD1 LMNA LMNB1 LMNB2 LMOD1 LMX1B LONP1 LPIN1 LPIN2 LRIG2 LRP2 LRP4 LRP5 LTBP1 LTBP4 LUZP1 LYZ LZTFL1 MAD2L2 MAFB MAGED2 MAGI2 MAP2K1 MAP2K2 MAP3K1 MAP3K7 MAPK1 MAPKAPK5 MAPKBP1 MAPRE2 MARS1 MASP1 MAX MBTPS2 MCC MCFD2 MCM5 MCM7 MCPH1 MCTP2 MDH2 MDM2 MECP2 MED11 MED12 MED25 MEFV MEG3 MEN1 MEOX1 MESP2 MET METTL27 METTL5 MFSD2A MGME1 MIA3 MID1 MIF MINPP1 MITF MKKS MKS1 MLH1 MLH3 MLXIPL MMACHC MME MMP1 MMP23B MMUT MNX1 MOCOS MOCS1 MOCS2 MPDU1 MPI MRPL3 MRPS22 MRPS34 MSH2 MSH3 MSH6 MST1 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TE MT-TF MT-TH MT-TK MT-TL1 MT-TN MT-TQ MT-TS1 MT-TS2 MT-TT MT-TV MT-TW MTRR MTX2 MUC1 MVK MYCN MYD88 MYH11 MYH9 MYL9 MYLK MYMK MYMX MYO1E MYO5B MYOCD MYOD1 MYRF NAA10 NABP1 NADK2 NADSYN1 NARS2 NBN NCAPD3 NCAPG2 NCF1 NDNF NDUFA1 NDUFA11 NDUFA6 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF6 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB9 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NECTIN1 NEK1 NEK8 NELFA NEU1 NEUROD1 NEUROD2 NEXMIF NF1 NFIA NFS1 NHERF1 NIPAL4 NIPBL NKX2-1 NLRP3 NOD2 NODAL NOS1AP NOTCH2 NOTCH3 NPHP1 NPHP3 NPHP4 NPHS1 NPHS2 NPM1 NR0B1 NR5A1 NRAS NRIP1 NSD1 NSD2 NSDHL NSUN2 NTRK1 NUBPL NUMA1 NUP107 NUP133 NUP160 NUP205 NUP37 NUP85 NUP93 NXN OBSCN OCLN OCRL OFD1 OGG1 OPLAH OSGEP OTUD5 OXGR1 P4HA2 PACS1 PAFAH1B1 PAH PAK2 PALB2 PAX1 PAX2 PAX4 PAX6 PAX7 PBRM1 PBX1 PC PCK1 PCK2 PCSK9 PDCD1 PDCD6IP PDE6D PDGFRB PDGFRL PDHA1 PDPN PDSS2 PDX1 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PFKM PGAM2 PGAP2 PGAP3 PGK1 PGM1 PGM3 PHC1 PHEX PHF21A PHGDH PHKA2 PHKB PHKG2 PHYH PI4KA PIDD1 PIEZO2 PIGA PIGG PIGL PIGN PIGO PIGP PIGQ PIGT PIGV PIGW PIGY PIK3C2A PIK3CA PIK3CD PIK3R2 PKD1 PKD2 PKDCC PKHD1 PLA2G2A PLAGL1 PLCD1 PLCE1 PLD1 PLEC PLG PLVAP PLXNA1 PML PMM2 PNKP PNPLA2 PNPLA6 POGZ POLE POLR3A POLRMT POMT1 POMT2 POR PORCN POT1 POU3F4 POU6F2 PPFIBP1 PPM1B PPOX PPP1R15B PPP2R1A PPP2R3C PPP3CA PQBP1 PRCC PRDM16 PRDX1 PREPL PRF1 PRIM1 PRKACA PRKACB PRKAG2 PRKAR1A PRKCD PRKCSH PRKCZ PRMT7 PRODH PROK2 PROKR2 PRPS1 PRTN3 PSMC1 PSMD12 PTCH1 PTEN PTH PTH1R PTPN11 PTPN12 PTPN22 PTPRJ PTPRO PUF60 PUS3 PXK PYCR2 PYGL PYGM RAB18 RAB23 RAB3GAP1 RAB3GAP2 RAD21 RAD51 RAD51C RAD54B RAF1 RAG1 RAG2 RAI1 RALGAPA1 RARA RARB RASA1 RASGRP1 RBBP8 RBCK1 RBM10 RBM8A RECQL4 REN RERE REST RET RFC2 RFWD3 RFX7 RIPK4 RIPPLY2 RMND1 RMRP RNF139 RNU4ATAC RNU7-1 ROBO1 ROBO2 ROR2 RORA RPGRIP1 RPGRIP1L RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RRAGD RREB1 RRM2B RSPO2 RTL1 RTTN RYR1 SAA1 SALL1 SALL4 SARS1 SARS2 SASS6 SAT1 SBDS SC5D SCAPER SCARB2 SCARF2 SCLT1 SCN1B SCN2A SCNN1A SCNN1B SCNN1G SDCCAG8 SDHA SDHAF1 SDHAF2 SDHB SDHC SDHD SDR9C7 SEC23B SEC24C SEC61A1 SEC63 SEMA3A SEMA3E SEMA4A SEMA4D SERPINA1 SERPINF2 SERPINH1 SETBP1 SETD2 SF3B2 SF3B4 SGPL1 SH2B1 SHANK3 SHH SHOC2 SHPK SI SIK1 SIX1 SIX2 SIX3 SIX5 SKI SKIC2 SKIC3 SLC11A1 SLC12A1 SLC12A3 SLC17A5 SLC1A1 SLC1A2 SLC22A12 SLC25A11 SLC25A20 SLC25A22 SLC26A1 SLC26A4 SLC26A9 SLC29A3 SLC2A2 SLC2A9 SLC30A9 SLC32A1 SLC34A1 SLC34A2 SLC34A3 SLC35A2 SLC36A2 SLC37A4 SLC3A1 SLC41A1 SLC4A1 SLC4A2 SLC4A4 SLC5A1 SLC5A2 SLC6A14 SLC6A17 SLC7A7 SLC7A9 SLC9A3 SLX4 SMAD4 SMARCA4 SMARCAL1 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMO SMOC1 SMS SNAI2 SNAP29 SNRPB SNRPN SOCS1 SON SOS1 SOS2 SOX10 SOX11 SOX17 SOX18 SOX4 SOX9 SPART SPECC1L SPEN SPINK5 SPINT2 SPOP SPP1 SPRED1 SPRY2 SPRY4 SPTBN1 SRC SRCAP SREBF1 SRP54 SRY SSR4 STAG1 STAMBP STAT1 STAT2 STAT3 STAT4 STAT5B STIL STIM1 STK11 STOX1 STRA6 STRADA STS STX11 STX1A STX3 STXBP1 STXBP2 SUCLG1 SUFU SULT2B1 SURF1 TACR3 TAF13 TALDO1 TAOK1 TAPT1 TASP1 TBC1D20 TBC1D24 TBC1D7 TBC1D8B TBCK TBL1XR1 TBL2 TBX1 TBX15 TBX18 TBX22 TBX3 TBXT TCF4 TCN2 TCTN1 TCTN2 TCTN3 TDGF1 TELO2 TFAP2A TFE3 TGFB1 TGIF1 TGM1 THBD THOC6 TIMMDC1 TKT TLR2 TLR4 TLR7 TMCO1 TMEM107 TMEM126B TMEM127 TMEM138 TMEM165 TMEM216 TMEM218 TMEM231 TMEM237 TMEM260 TMEM270 TMEM67 TMEM70 TNFAIP3 TNFSF4 TNIP1 TNXB TOGARAM1 TOM1 TOPORS TOR1A TP53 TP53RK TP63 TPRKB TRAF3IP1 TRAF3IP2 TRAPPC10 TRAPPC14 TREX1 TRIM28 TRIM32 TRIM37 TRIM8 TRIP11 TRIP13 TRMT5 TRNT1 TRPC6 TRPS1 TRPV6 TRRAP TSC1 TSC2 TSR2 TTC21B TTC26 TTC8 TTR TULP3 TWIST2 TXNDC15 TXNL4A TYR UBA2 UBAC2 UBE2A UBE2L3 UBE2T UBE4B UBR1 UFC1 UFD1 UMOD UMPS UNC13D UNC45A UQCC2 USF3 USP18 USP8 USP9X VAC14 VAMP7 VANGL1 VDR VHL VIPAS39 VPS33A VPS33B VPS35L VPS37D VPS45 WAC WARS1 WAS WASHC5 WBP11 WDPCP WDR11 WDR19 WDR35 WDR4 WDR62 WDR73 WFS1 WIPF1 WLS WNT3 WNT4 WNT5A WNT7B WNT9B WRN WT1 WWOX XDH XPNPEP3 XRCC2 XRCC4 XYLT1 XYLT2 YAP1 YRDC YWHAE YY1 YY1AP1 ZAP70 ZBTB16 ZBTB18 ZEB2 ZFP57 ZFPM2 ZIC2 ZIC3 ZMIZ1 ZMPSTE24 ZMYM2 ZNF148 ZNF423 ZNF592 ZNF687 ZNF699 ZNFX1 ZPR1 HP_ABNORMALITY_OF_THE_URETER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_URETER ACTB ACTG1 ACTG2 AFF4 ALG9 ANKLE2 APC2 APRT AQP2 ARID1B ARNT2 ARVCF ARX ASPM ASXL1 ATP7A ATRX AVPR2 AXIN1 B3GLCT B9D1 B9D2 BAZ1B BBS12 BCL7B BCOR BICC1 BNC2 BPTF BRCA1 BRCA2 BRD4 BRF1 BRIP1 BUD23 CASK CC2D2A CCBE1 CCNQ CDC45 CDH11 CDK5RAP2 CDK6 CDKL5 CDKN1C CENPE CENPJ CEP135 CEP152 CEP290 CEP55 CEP63 CHD4 CHD7 CHRM3 CHRNA3 CIT CLIP2 COL18A1 COMT COPB2 CPT2 CREBBP CSPP1 CTLA4 DACT1 DCDC2 DDB1 DDX6 DEAF1 DHCR7 DLL3 DMXL2 DNAJC30 DNMT3A DSTYK DVL3 DYNC2LI1 EBF3 EDNRA EFEMP2 EHMT1 EIF4H ELN EP300 EPG5 ERCC4 ERCC6 ERCC8 EVC EVC2 EXT1 EYA1 FAM20C FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FBLN5 FGF10 FGFR2 FGFR3 FIBP FKBP6 FLII FLNA FOXF1 FREM2 FUZ GATA3 GATA6 GLI1 GLI3 GNAO1 GNB1 GP1BB GPC3 GPC4 GREB1L GRHPR GRIN1 GRIP1 GRM7 GTF2I GTF2IRD1 GTF2IRD2 H4C9 HAAO HDAC8 HES7 HIRA HLA-DPA1 HLA-DPB1 HNF1B HNRNPK HNRNPU HOXA13 HPSE2 HS2ST1 HSPA9 HSPG2 IFT140 IGF2 IQSEC2 ISL1 ITGA6 ITGB4 JAG1 JMJD1C KANSL1 KAT5 KCNA1 KCNQ1 KCNQ1OT1 KCTD1 KDM6A KIF14 KIFBP KMT2C KMT2D KNL1 KRAS LAMA3 LAMB3 LAMC2 LFNG LHX1 LIMK1 LMNA LMOD1 LONP1 LRIG2 LTBP1 MAD2L2 MAP3K7 MAPKAPK5 MAPKBP1 MAPRE2 MBTPS2 MCM7 MCPH1 MED12 MESP2 METTL27 METTL5 MFSD2A MID1 MKKS MKS1 MLXIPL MNX1 MYCN MYH11 MYLK MYOD1 NAA10 NADSYN1 NCAPD3 NCAPG2 NCF1 NDUFAF3 NECTIN1 NEUROD2 NFIA NIPBL NKX2-1 NODAL NPHP3 NRIP1 NSD1 NUP37 OTUD5 PAK2 PALB2 PAX2 PAX6 PBX1 PEX6 PHC1 PIEZO2 PIGA PIGL PIGN PIGO PIGP PIGQ PIGT PLD1 PLEC PLXNA1 PNKP POLR3A POR PORCN PPP3CA PRKACA PRKACB PRMT7 PRPS1 PRTN3 PSMD12 PTPN22 PUF60 PYCR2 RAB23 RAD21 RAD51 RAD51C RAI1 RALGAPA1 RARB RBCK1 RBM8A RECQL4 RERE RFC2 RFWD3 RIPK4 RIPPLY2 RNU4ATAC ROBO2 RPGRIP1 RPGRIP1L RPL11 RREB1 SALL1 SALL4 SARS1 SASS6 SCN1B SCN2A SDHA SDHAF1 SDHB SDHD SEC24C SEMA3E SETBP1 SETD2 SF3B2 SH2B1 SHANK3 SIK1 SIX1 SIX5 SLC22A12 SLC25A22 SLC26A1 SLC32A1 SLC35A2 SLC6A17 SLX4 SMC1A SMC3 SOS1 SOS2 SOX17 SPINT2 SPOP STAMBP STIL STK11 STRA6 STX1A TAF13 TBL2 TBX1 TBX18 TCTN1 TCTN2 TCTN3 TMEM107 TMEM216 TMEM231 TMEM237 TMEM270 TMEM67 TNXB TP63 TRAPPC10 TRAPPC14 TRIM8 TRPS1 TRRAP TXNDC15 UBE2A UBE2T UFC1 UFD1 UMPS UNC45A VANGL1 VPS37D WARS1 WDR62 WFS1 WNT7B XRCC2 YY1 ZEB2 ZMIZ1 ZMPSTE24 ZMYM2 HP_ABNORMALITY_OF_THE_URETHRA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_URETHRA ABL1 ACTA1 ADA2 ADAT3 AFF4 ALG12 ANKRD11 APC2 AR ARCN1 ARID1A ARID1B ARID2 ARL6IP6 ARVCF ARX ATP6AP2 ATR ATRX B3GLCT B9D1 B9D2 BAZ1B BCL7B BCOR BDNF BICRA BNC2 BRAF BRCA1 BRCA2 BRD4 BRIP1 BUB1B BUD23 C2CD3 CARS1 CASZ1 CC2D2A CCDC22 CCDC8 CDC42 CDC42BPB CDC45 CDC6 CDCA7 CDH11 CDKN1C CDT1 CEP152 CEP290 CHRM3 CHRNA3 CHRNG CILK1 CLIP2 CLMP COG1 COL3A1 COL7A1 COLEC10 COLEC11 COMT COX7B CPLX1 CREBBP CSPP1 CTBP1 CTC1 CUL4B CUL7 CUX1 CYB5A CYP11A1 CYP17A1 CYP21A2 DACT1 DCHS1 DHCR7 DHX37 DKC1 DLL3 DMRT3 DNAJC19 DNAJC30 DPF2 DPP9 DPYSL5 DVL1 DVL3 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYRK1A EFEMP2 EFNB1 EHMT1 EIF4H ELN EP300 EPG5 ERCC4 ERMARD ESCO2 EVC EVC2 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAT4 FBLN5 FBXL4 FDFT1 FERMT1 FGFR1 FGFR2 FGFRL1 FIG4 FKBP6 FLNA FLT4 FOCAD FOXC1 FOXF1 FRAS1 FREM2 FZD2 GABRD GATA1 GATA4 GATAD2B GLI1 GLI3 GMNN GNA11 GP1BB GPC3 GPC4 GRB10 GRIP1 GTF2I GTF2IRD1 GTF2IRD2 H4C11 HBA1 HBA2 HCCS HDAC8 HEATR3 HES7 HIRA HLA-B HMGA2 HNF1B HNRNPH1 HOXA13 HOXD13 HPSE2 HSD17B3 HSD3B2 HSPG2 HUWE1 HYLS1 IFT80 IGF2 IKZF1 ISL1 ITGA6 ITGB4 JMJD1C KANSL1 KAT5 KAT6B KCNAB2 KDM1A KDM3B KDM5B KDM6A KIAA0586 KIAA0753 KIF7 KIFBP KLF1 KLHL40 KLHL41 KMT2D KRAS LAMA3 LAMB3 LAMC2 LETM1 LFNG LIG4 LIMK1 LMNA LMOD3 LRIG2 LRPPRC LSS LTBP1 LUZP1 MAB21L2 MAD2L2 MAMLD1 MAP2K1 MAP3K1 MAP3K7 MAPRE2 MBTPS2 MCTP2 MECP2 MED12 MED12L MED25 MESP2 METTL27 MID1 MKKS MKS1 MLXIPL MMP1 MMP23B MNX1 MTM1 MTOR MYMK MYMX MYRF NAA10 NCF1 NDUFA6 NDUFA8 NDUFB11 NDUFB7 NDUFS4 NEB NELFA NHP2 NIPBL NKX2-1 NOP10 NOTCH2 NPM1 NR0B1 NR2F2 NR5A1 NSD1 NSD2 NSUN2 OBSL1 OGT ORC1 ORC4 ORC6 OTUD5 PAICS PALB2 PARN PAX6 PCNT PDE4D PDPN PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PIEZO2 PIGG PIGN PITX2 PKP1 PLAG1 PLD1 PLEC PNPLA6 POLA1 POLE POLR3A POR PPP1R12A PQBP1 PRDM16 PRKACA PRKACB PRKCZ PRPS1 PSMD12 PSPH PTDSS1 PTPN11 PTPRF PUF60 RAC1 RAD21 RAD51 RAD51C RAF1 RBBP8 RERE RFC2 RFWD3 RIN2 RIPPLY2 RLIM RNU12 RPGRIP1 RPGRIP1L RPL10 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RREB1 RSPO1 RTEL1 RTTN SALL1 SAMD9 SCUBE3 SEC24C SETBP1 SETD2 SETD5 SIAH1 SIN3A SIX6 SKI SKIC3 SLC25A10 SLC31A1 SLX4 SMAD4 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMCHD1 SMG8 SMS SOX11 SOX2 SOX4 SOX9 SPEN SPRED1 SPTBN1 SRCAP SRD5A2 SRY SSR4 STAR STX1A SUCLG1 SYNGAP1 TAPT1 TBL2 TBX1 TBX22 TCF12 TCTN1 TCTN2 TCTN3 TERC TERT TFAP2A THOC6 TINF2 TMEM107 TMEM216 TMEM231 TMEM237 TMEM270 TMEM63A TMEM67 TMEM70 TMEM94 TONSL TP63 TRIM8 TSR2 TTC8 TUBB TXNDC15 TYMS UBA1 UBE2A UBE2T UBE4B UBR1 UFD1 USB1 USP9X VAC14 VAMP7 VPS35L VPS37D WASHC5 WDR35 WNT3 WNT4 WNT5A WNT7A WRAP53 WT1 WWOX XRCC2 ZEB2 ZFPM2 ZIC3 ZMIZ1 ZMPSTE24 ZMYM2 ZNF699 HP_ABNORMALITY_OF_THE_URINARY_SYSTEM_PHYSIOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_URINARY_SYSTEM_PHYSIOLOGY AASS ABCA12 ABCC2 ABCC6 ABCC8 ABCD4 ACAD8 ACAD9 ACADM ACADS ACADSB ACADVL ACAT1 ACE ACP5 ACSF3 ACSL4 ACTN4 ACVR1B ACVRL1 ADA ADA2 ADAMTS13 ADCY10 ADNP AGA AGGF1 AGK AGT AGTR1 AGXT AGXT2 AHI1 AKR1D1 ALAD ALDH18A1 ALDH4A1 ALDH5A1 ALDH6A1 ALDOA ALDOB ALG1 ALG5 ALG9 ALK ALMS1 ALOX12B ALOXE3 ALPL AMMECR1 AMN AMT ANKFY1 ANKS6 ANLN ANO5 AP1S3 AP2S1 APC APC2 APOA1 APOE APOL1 APPL1 APRT AQP2 ARG1 ARHGAP24 ARHGDIA ARL3 ARL6 ARNT2 ARSB ARSK ASL ASPA ASPH ASPRV1 ASS1 ATAD3A ATIC ATP11C ATP1A1 ATP5F1A ATP5F1D ATP5F1E ATP5MK ATP6V0A4 ATP6V1B1 ATP6V1B2 ATP7A ATP7B ATPAF1 ATPAF2 ATRX AUH AVIL AVPR2 B2M BANK1 BAZ1B BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCKDHA BCKDHB BCL7B BCOR BCR BCS1L BICC1 BLK BLM BLVRA BNC2 BRCA1 BRCA2 BRD4 BRIP1 BSND BTD BTK BTNL2 BUD23 C1QA C1QBP C3 C4A C4B CA2 CA5A CACNA1S CAD CAMKMT CASK CASP10 CASR CAV1 CBS CC2D2A CCN2 CCND1 CCNQ CCR1 CCR6 CD109 CD151 CD2AP CD320 CD46 CD59 CD81 CDC42BPB CDC73 CDK4 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CEL CEP120 CEP164 CEP19 CEP290 CEP83 CFAP418 CFB CFH CFHR1 CFHR3 CFHR5 CFI CFTR CHD4 CHD7 CHRM3 CHRNA3 CHST14 CHUK CIITA CISD2 CLCN5 CLCNKA CLCNKB CLDN10 CLDN16 CLDN19 CLEC7A CLIP2 CLPB CLTRN CNNM2 COA8 COG1 COG6 COL2A1 COL3A1 COL4A1 COL4A3 COL4A4 COL4A5 COL4A6 COL7A1 COPA COQ2 COQ6 COQ8B CORIN COX14 COX16 CPOX CPS1 CPT1A CPT2 CR2 CRB2 CREBBP CRKL CRPPA CSPP1 CTH CTLA4 CTNNB1 CTNS CUBN CYB561 CYBC1 CYC1 CYP11A1 CYP11B1 CYP11B2 CYP21A2 CYP24A1 CYP27B1 CYP2R1 CYP4F22 D2HGDH DAAM2 DACT1 DBH DBT DCDC2 DCLRE1C DCXR DDB2 DDOST DGKE DGUOK DHDDS DHTKD1 DHX37 DIS3L2 DLD DLST DMD DMGDH DMP1 DMRT3 DNAJB11 DNAJC19 DNAJC30 DNASE1 DNASE1L3 DNASE2 DNMT3A DPH1 DPYD DPYS DSTYK DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYRK1A DZIP1L EFEMP2 EHHADH EHMT1 EIF2AK3 EIF4H ELN ELP1 EMP2 EN1 ENG ENPP1 EP300 EPAS1 EPG5 ERAP1 ERBB2 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ETFA ETFB ETFDH ETHE1 ETS1 EXT1 EXT2 EYA1 F10 F2 F5 F8 FAH FAM20A FAN1 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FARS2 FARSB FAS FASLG FBLN5 FBP1 FBXL4 FCGR2A FCGR2B FCGR3B FDX2 FGA FGF23 FGFR2 FH FIG4 FIP1L1 FKBP6 FKRP FLAD1 FLT1 FLVCR1 FMO3 FN1 FOCAD FOXC2 FOXI1 FOXP2 FOXP3 FOXRED1 FTCD FUCA1 FUZ FXYD2 G6PC1 G6PC3 G6PD GAA GABRA3 GALE GALK1 GALNS GALNT3 GALT GANAB GAPVD1 GATA1 GATA3 GATA4 GATA6 GATM GBA1 GCDH GCK GCLC GCM2 GDF2 GEMIN4 GGT1 GK GLA GLB1 GLDC GLIS2 GLUD1 GLYCTK GNA11 GNAS GNAS-AS1 GNE GNPTAB GNPTG GNS GON7 GP1BA GP1BB GP9 GPC3 GPHN GPR35 GRHPR GSN GSS GTF2I GTF2IRD1 GTF2IRD2 GUCY2D GUSB GYS2 H19 HACE1 HADH HADHA HADHB HAL HBB HCFC1 HDAC8 HELLPAR HGD HGSNAT HIBCH HIC1 HLA-B HLA-DPA1 HLA-DPB1 HLA-DRB1 HLCS HMBS HMGA2 HMGCL HMOX1 HNF1A HNF1B HNF4A HNRNPK HOGA1 HOXA13 HPD HPRT1 HPS1 HPSE2 HRAS HSD11B2 HSD17B10 HSD3B2 HSPA9 HSPD1 HTRA2 IBA57 IDH1 IDH2 IDS IDUA IER3IP1 IFIH1 IFNG IFNGR1 IFT122 IFT140 IFT172 IFT27 IFT43 IFT74 IFT80 IGHG1 IGHG2 IGKC IKZF1 IL10 IL12A IL12A-AS1 IL17F IL17RA IL17RC IL1B IL1RN IL23R IL2RB IL2RG IL36RN IL6 IL7R INF2 INPP5E INPPL1 INS INSR INVS IQCB1 IRAK1 IRF1 IRF2BP2 IRF5 ISCU ISL1 ITGA2 ITGA2B ITGA3 ITGA6 ITGA8 ITGAM ITGB3 ITGB4 ITPR3 IVD JAG1 JAK1 JAZF1 KANK2 KANSL1 KARS1 KAT5 KAT6A KCNE5 KCNJ1 KCNJ10 KCNJ11 KCNJ16 KCNJ18 KCNJ2 KCNJ5 KCTD1 KHK KIAA0319L KIAA0586 KIAA0753 KIF1B KIF23 KIRREL1 KL KLF11 KLF6 KLRC4 KNSTRN KRAS KRT18 KYNU L2HGDH LAGE3 LAMA3 LAMA5 LAMB2 LAMB3 LAMC2 LARS2 LCAT LDHA LDHD LETM1 LHX1 LIG4 LIMK1 LIN28B LIPN LIPT1 LMAN1 LMBRD1 LMNA LMNB1 LMNB2 LMO1 LMX1B LPIN1 LPIN2 LRIG2 LRP2 LRPPRC LTBP1 LYRM4 LYZ LZTFL1 MAD2L2 MAF MAFB MAGED2 MAGI2 MAN2B1 MANBA MAP3K1 MAPK1 MAPKBP1 MARS1 MAX MC2R MCCC1 MCCC2 MCEE MCFD2 MDH2 MDM2 MECP2 MED12 MEFV MEN1 METTL27 MIA3 MICOS13 MINPP1 MKKS MKS1 MLIP MLXIPL MLYCD MMAA MMAB MMACHC MMADHC MME MMP1 MMUT MNX1 MOCOS MOCS1 MOCS2 MPC1 MPI MRAP MRPS2 MSN MST1 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TE MT-TF MT-TH MT-TK MT-TL1 MT-TN MT-TQ MT-TS1 MT-TS2 MT-TT MT-TV MT-TW MTHFR MTR MTRR MTX2 MUC1 MUTYH MVK MYCN MYD88 MYH11 MYH9 MYL9 MYO1E MYO5B MYOCD NABP1 NADK2 NAE1 NAGA NAGLU NBN NCF1 NDUFA1 NDUFA11 NDUFA6 NDUFA9 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF6 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB9 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NEK8 NEU1 NEUROD1 NEXMIF NF1 NFS1 NFU1 NGLY1 NHERF1 NIPAL4 NIPBL NLRP3 NNT NOD2 NOS1AP NOS3 NOTCH2 NPHP1 NPHP3 NPHP4 NPHS1 NPHS2 NPM1 NPR2 NR0B1 NR5A1 NRAS NSD1 NSMCE2 NT5C3A NTRK1 NUBPL NUMA1 NUP107 NUP133 NUP160 NUP205 NUP37 NUP85 NUP93 OAT OBSCN OCLN OCRL OFD1 OGDH OPA3 OPLAH OSGEP OTC OXCT1 OXGR1 P4HA2 PAFAH1B1 PAH PALB2 PAX2 PAX4 PAX6 PBX1 PC PCBD1 PCCA PCCB PCK1 PDCD1 PDP1 PDSS2 PDX1 PEPD PET100 PET117 PEX1 PEX14 PEX19 PEX5 PEX7 PFKM PGAM2 PGK1 PGM2L1 PGM3 PHEX PHKA1 PHKA2 PHKB PHKG2 PHOX2B PHYH PHYKPL PIEZO1 PIGA PIGB PIGT PIK3C2A PIK3CA PIK3CD PIK3CG PKD1 PKD2 PKDCC PKHD1 PLCE1 PLG PLOD1 PLOD2 PLVAP PML PMM2 PNP PNPLA6 POLG POLR3A POLR3GL POLRMT POU6F2 PPM1B PPOX PRDX1 PREPL PRF1 PRKAR1A PRKCD PRMT7 PRODH PRPS1 PRTN3 PSTPIP1 PTH1R PTPN22 PTPRO PUS3 PXK PYGL PYGM RAD21 RAD51 RAD51C RAG1 RAG2 RARA RASA1 RASGRP1 RELB REN REST RET RFC2 RFWD3 RFX5 RFXANK RFXAP RMND1 RMRP RNU7-1 ROBO1 RPGRIP1L RPIA RRAGD RRM2B RYR1 SAA1 SALL1 SAMD9 SARDH SARS2 SAT1 SATB1 SCAPER SCARB2 SCLT1 SCNN1A SCNN1B SCNN1G SCO1 SDCCAG8 SDHA SDHAF2 SDHB SDHC SDHD SDR9C7 SEC61A1 SEMA4D SERAC1 SERPINA1 SERPINA6 SERPINF2 SETD2 SFXN4 SGCB SGPL1 SGSH SH2B1 SHANK3 SHPK SIX1 SIX5 SKIC3 SLC12A1 SLC12A3 SLC13A3 SLC16A1 SLC16A12 SLC17A5 SLC18A2 SLC19A2 SLC1A1 SLC22A12 SLC22A5 SLC25A1 SLC25A11 SLC25A13 SLC25A15 SLC25A19 SLC25A20 SLC25A21 SLC25A4 SLC26A1 SLC26A4 SLC28A1 SLC2A2 SLC2A9 SLC30A9 SLC34A1 SLC34A2 SLC34A3 SLC35A1 SLC35A2 SLC35C1 SLC36A2 SLC37A4 SLC3A1 SLC41A1 SLC46A1 SLC4A1 SLC4A2 SLC4A4 SLC52A1 SLC52A2 SLC5A1 SLC5A2 SLC6A18 SLC6A19 SLC6A2 SLC6A20 SLC7A7 SLC7A9 SLCO1B1 SLCO1B3 SLCO2A1 SLX4 SMAD4 SMARCA2 SMARCAL1 SMC1A SMC3 SNAP29 SNX14 SOCS1 SON SOX17 SOX18 SOX9 SPINK5 SPP1 SPRY2 SPTBN1 SRCAP SREBF1 SRY STAR STAT1 STAT2 STAT3 STAT4 STAT5B STIM1 STK11 STOX1 STS STX11 STX16 STX1A STX3 STXBP2 SUCLA2 SUCLG1 SUGCT SULT2B1 SUMF1 SUOX SURF1 TAFAZZIN TANGO2 TAOK1 TAT TBC1D24 TBC1D8B TBL1XR1 TBL2 TBX1 TBX18 TCF4 TCN2 TDO2 TERT TFAM TGFB1 TGM1 THBD THOC6 TIMM50 TIMMDC1 TK2 TKT TLR4 TLR7 TMEM126B TMEM127 TMEM138 TMEM165 TMEM216 TMEM231 TMEM237 TMEM260 TMEM270 TMEM67 TMEM70 TNFAIP3 TNFRSF11A TNFRSF11B TNFSF4 TNIP1 TNXB TOM1 TOP2A TP53 TP53RK TP63 TPK1 TPRKB TRAF3IP1 TRAF3IP2 TRAIP TREX1 TRIM28 TRIM32 TRIM8 TRIP13 TRMT5 TRMU TRNT1 TRPC6 TRPS1 TRPV4 TRPV6 TSC1 TSC2 TTC21B TTC26 TTC8 TTR TXNRD2 UBAC2 UBE2L3 UBE2T UMOD UMPS UNC13D UNC45A UQCC2 UQCRB UROC1 UROD UROS VAC14 VAMP7 VANGL1 VHL VIPAS39 VPS33A VPS33B VPS37D VPS50 WAS WASF1 WDPCP WDR19 WDR35 WDR4 WDR73 WFS1 WIPF1 WT1 WWOX XDH XPA XPC XPNPEP3 XRCC2 XYLT1 XYLT2 YAP1 YRDC YWHAE YY1AP1 ZAP70 ZBTB16 ZFPM2 ZMPSTE24 ZNF423 ZNF592 ZNF699 ZNFX1 ZNRF3 HP_ABNORMALITY_OF_THE_UTERUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_UTERUS ADH5 AKT1 ALG9 APC AR ARID1B ARVCF AURKA AXIN1 AXIN2 B3GLCT BAX BMP15 BMPR1A BMPR1B BNC1 BRAF BRCA1 BRCA2 BRD4 BRIP1 BUB1 BUB1B C14orf39 CCND1 CCNQ CDC73 CDH1 CDKN1B CHD7 CHEK2 CHRM3 CLPP COL1A1 COL3A1 COL4A5 COL4A6 COL5A1 COL5A2 COMT COQ6 COX7B CPLX1 CTBP1 CTNNB1 CXCR4 CYB5A CYP11A1 CYP11B1 CYP17A1 DACT1 DCAF17 DCC DHCR7 DHH DHX37 DLC1 DUSP6 DYNC2H1 DYNC2I1 DYNC2I2 ELN EP300 EPCAM ERAL1 ERCC4 ESCO2 ESR1 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FGF10 FGF17 FGF8 FGFR1 FGFR2 FGFR3 FGFRL1 FH FIGLA FLCN FLI1 FOXF1 FOXL2 FRAS1 FREM2 FSHR FZD2 GATA2 GATA3 GLI3 GNB2 GNRH1 GNRHR GP1BB GREB1L GREM1 GRIP1 HCCS HDAC8 HIRA HNF1B HOXA13 HS6ST1 HYLS1 IFT80 INTU IPO8 IRF6 ITGA8 JMJD1C KIF14 KISS1 KISS1R KLLN LARS2 LETM1 LRP2 LZTR1 MAD1L1 MAD2L2 MCC MID1 MINPP1 MKS1 MLH1 MLH3 MNX1 MRPS22 MSH2 MSH3 MSH4 MSH5 MSH6 MYRF NAB2 NDP NDUFB11 NF2 NHLH2 NIN NIPBL NR5A1 NRAS NSD2 NSMF NTHL1 NUP107 PALB2 PAX6 PDGFRL PHGDH PIGN PIK3CA PLA2G2A PLG PMS2 POLD1 POLE POLR3H POR PPP1R12A PPP2R1A PPP2R3C PROK2 PROKR2 PSMC3IP PTEN PTPN12 PTPRJ RAD21 RAD51 RAD51C RAD54B RARB RBM8A RFWD3 RIPK4 RPS20 RPS6KA3 RREB1 SALL1 SDHB SDHC SDHD SEC23B SEC24C SEMA4A SETBP1 SF3B4 SLC6A17 SLX4 SMAD3 SMARCB1 SMC1A SMC3 SOHLH1 SOX11 SOX9 SPECC1L SPIDR SPRY4 SRC SRY STAT6 STK11 STRA6 TAC3 TACR3 TBX1 TBX3 TGFBR1 TGFBR2 THOC6 TLR2 TNXB TOE1 TP53 TP63 TXNDC15 UBE2T UFD1 USF3 WDR11 WDR35 WNT4 WNT7A WNT7B WT1 XRCC2 ZSWIM7 HP_ABNORMALITY_OF_THE_VASCULATURE_OF_THE_EYE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_VASCULATURE_OF_THE_EYE AARS1 ABCA4 ABCC6 ACVRL1 AEBP1 AGBL5 AHI1 AHR AIPL1 AIRE ANO10 ANTXR1 AP1B1 AP1G1 APOC2 ARHGEF18 ARL2BP ARL3 ARL6 ARV1 ARVCF ASAH1 ATF6 ATM BAZ1B BBS1 BBS2 BBS9 BCL7B BEST1 BLNK BTD BTK BTNL2 BUD23 C4A CA4 CAPN5 CARS1 CC2D2A CCDC28B CCM2 CCND1 CCR1 CD19 CD79A CD79B CDHR1 CENPF CERKL CFAP410 CFAP418 CHM CLCC1 CLCNKB CLIP2 CLRN1 CNGA1 CNGA3 CNGB1 CNGB3 CNNM4 COL17A1 COL18A1 COL4A1 COL7A1 COMT CR2 CRB1 CRX CTC1 CTNNB1 CTSA CYP1B1 CYP27A1 DARS1 DDB2 DGCR2 DGCR6 DGCR8 DHDDS DHX38 DKC1 DLK1 DLST DNAJC30 DNASE1L3 DNMT3A DNMT3B DUX4 DUX4L1 EFEMP1 EIF4H ELN ENG ENPP1 EPAS1 ERAP1 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ERF ESS2 ETHE1 EYS F12 FAM161A FAS FBN1 FERMT1 FGF10 FGF12 FGFR2 FGFR3 FH FKBP6 FLVCR1 FOXC1 FOXC2 FRG1 FSCN2 FUCA1 FZD4 G6PC1 GALC GATA1 GDF2 GGCX GJB2 GJB6 GLA GLB1 GM2A GNAQ GNAS GNAT2 GP1BB GPIHBP1 GSN GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GUCA1B GUCY2D HARS1 HEXA HEXB HGSNAT HIRA HK1 HLA-A HLA-B HLA-DRB1 HLCS HSD11B2 IARS2 ICOS IDH3A IDH3B IFNGR1 IFT140 IFT172 IFT43 IFT88 IGFBP7 IGHM IGLL1 IGSF3 IKBKG IKZF1 IL10 IL12A IL12A-AS1 IL23R IMPDH1 IMPG1 IMPG2 IVNS1ABP JMJD1C KAT6A KIAA1549 KIF1B KIZ KLHL7 KLRC4 KRIT1 LAMB2 LBR LCA5 LCK LIG1 LIMK1 LOXL1 LPL LRAT LRBA LRP5 LRRC32 LRRC8A MAB21L1 MAK MANBA MAPT MASP1 MAX MBTPS2 MDH2 MEFV MEG3 MERTK METTL27 MKS1 MLXIPL MMP1 MPLKIP MT-ATP6 MT-CO1 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MTTP MVK MYD88 MYOC NAGA NBN NCF1 NDP NDUFS2 NEK1 NEK2 NEU1 NF1 NLRP1 NLRP3 NMNAT1 NOD2 NR2E3 NRL NUS1 OFD1 PAX1 PAX6 PCARE PCNA PDCD10 PDE6A PDE6B PDE6C PDE6G PDE6H PEX6 PIK3CA PIK3R1 PLG POLH POMGNT1 PRCD PROM1 PRPF3 PRPF31 PRPF4 PRPF6 PRPF8 PRPH2 PSAP PSMB4 PSMB8 PSMB9 RAG1 RAG2 RAX2 RBP3 RDH11 RDH12 RDH5 RECQL REEP6 RET RFC2 RGR RHO RLBP1 RNF113A RNF125 RNF168 ROM1 RP1 RP1L1 RP2 RP9 RPE65 RPGR RPGRIP1 RREB1 RTL1 RTTN SAG SAMD9 SASH1 SCAPER SCN9A SDHA SDHAF2 SDHB SDHC SDHD SEC24C SELENOI SEMA4A SERPINC1 SETD2 SETX SHMT2 SLC24A1 SLC25A11 SLC37A4 SLC39A4 SLC39A7 SLC6A6 SLC7A14 SMAD4 SMCHD1 SMPD1 SNRNP200 SPATA7 SPI1 SREBF1 SSBP1 STAT4 STN1 STX11 STX16 STX1A TARS1 TBL2 TBX1 TCF3 TFRC TGFBI TKT TLCD3B TLR4 TMEM127 TMEM231 TMEM270 TNFRSF13B TNFRSF13C TNFRSF1A TOPORS TP63 TREX1 TSPAN12 TTC8 TUB TULP1 UBAC2 UFD1 UNC119 UROD UROS USB1 USH2A USP45 VHL VPS33A VPS37D WAS WDR19 WIPF1 WT1 XPA XPC YME1L1 ZNF408 ZNF513 HP_ABNORMALITY_OF_THE_VERTEBRAL_COLUMN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_VERTEBRAL_COLUMN AARS1 ABCB7 ABCC6 ABCC9 ABCD1 ABHD16A ABL1 ACADS ACAN ACP5 ACTA1 ACTA2 ACTB ACTG1 ACTN2 ACVR1 ADA ADA2 ADAMTS10 ADAMTS2 ADAMTSL2 ADAR ADAT3 ADCY5 ADGRG6 ADNP AEBP1 AFF3 AFF4 AGA AGRN AHDC1 AHI1 AHSG AIFM1 AIMP1 AIMP2 AIP AK9 AKT1 ALDH18A1 ALDH1A2 ALDH3A2 ALDOA ALG1 ALG11 ALG12 ALG13 ALG14 ALG2 ALG6 ALG8 ALG9 ALMS1 ALPL ALS2 ALX3 AMER1 AMMECR1 ANK1 ANKH ANKRD11 ANKRD17 ANKRD55 ANO5 ANTXR1 ANTXR2 ANXA11 AP1G1 AP1S2 AP5Z1 APC APC2 APTX ARF1 ARFGEF2 ARID1A ARID1B ARID2 ARL13B ARL3 ARL6 ARL6IP6 ARMC9 ARPC4 ARSB ARSK ARSL ARVCF ARX ASAH1 ASH1L ASXL1 ASXL2 ASXL3 ATAD1 ATAD3A ATG7 ATL1 ATN1 ATP2B1 ATP6AP2 ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 ATP7A ATP7B ATR ATRIP ATRX AUTS2 B3GALT6 B3GAT3 B3GLCT B4GALNT1 B4GALT7 B9D1 B9D2 BAG3 BANF1 BAP1 BAZ1B BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCL11A BCL7B BCOR BCR BDNF BGN BICD2 BICRA BIN1 BMP1 BMP15 BMP2 BMPER BMPR1B BNC1 BPNT2 BPTF BRAF BRCA1 BRCA2 BRD4 BRF1 BRIP1 BRPF1 BUB1B BUD23 C1R C1S C2CD3 CACNA1G CACNA1S CADM3 CAMK2G CAMSAP1 CAMTA1 CANT1 CAPN1 CAPN15 CAPN3 CARS1 CASK CASZ1 CAVIN1 CBL CBS CBY1 CC2D2A CCBE1 CCDC134 CCDC22 CCDC32 CCDC47 CCDC8 CCL2 CCM2 CCN6 CCND1 CD247 CD46 CD96 CDC42 CDC42BPB CDC45 CDH11 CDH23 CDK10 CDK13 CDK19 CDK5 CDKL5 CDKN2A CDON CENPE CENPJ CENPT CEP104 CEP120 CEP152 CEP19 CEP290 CEP41 CEP55 CFAP410 CFAP418 CFH CFI CFL2 CHAT CHD3 CHD4 CHD7 CHKA CHMP1A CHN1 CHRM3 CHRNA1 CHRNB1 CHRND CHRNE CHRNG CHST11 CHST14 CHST3 CIC CLCF1 CLCN3 CLCN4 CLCN7 CLDN11 CLIC2 CLIP2 CLP1 CNOT2 CNP COG1 COG4 COG5 COG7 COG8 COL10A1 COL11A1 COL11A2 COL12A1 COL13A1 COL1A1 COL1A2 COL25A1 COL27A1 COL2A1 COL3A1 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 COL9A1 COL9A2 COL9A3 COLEC10 COLEC11 COLQ COMP COMT COPB1 COQ2 COQ4 COQ6 COX7B COX8A CPLANE1 CPLX1 CPOX CREB3L1 CREBBP CRKL CRLF1 CRPPA CRTAP CSF1R CSGALNACT1 CSNK2A1 CSPP1 CTBP1 CTC1 CTCF CTDP1 CTNNB1 CTNND2 CTSA CTSK CUL4B CUL7 CYP27A1 CYP7B1 DACT1 DAG1 DCC DCHS1 DCX DDHD1 DDR2 DDRGK1 DDX3X DDX59 DDX6 DEAF1 DEGS1 DES DHCR7 DHODH DHPS DHX30 DHX37 DICER1 DISP1 DKC1 DKK1 DLG4 DLK1 DLL1 DLL3 DLX5 DMD DMP1 DMPK DNA2 DNAJB4 DNAJC21 DNAJC30 DNAJC6 DNAL4 DNM1L DNM2 DNMT3A DNMT3B DOK7 DONSON DPAGT1 DPF2 DPM2 DPP6 DPP9 DPYD DPYSL5 DSE DSTYK DUX4 DUX4L1 DVL1 DVL3 DYM DYNC2H1 DYNC2I1 DYNC2I2 DYRK1A DYSF EBP ECEL1 EED EFL1 EFNB1 EGR2 EIF2AK3 EIF4H EIF5A ELN ELP1 EMC1 EMD ENPP1 EP300 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ERF ERGIC1 ERLIN1 ERLIN2 ERMARD ESCO2 EXOC6B EXOSC5 EXOSC9 EXT1 EXT2 EXTL3 EZH2 FA2H FAM111B FAM20C FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAR1 FARS2 FARSA FARSB FAT4 FBLN5 FBN1 FBN2 FBXL4 FBXO28 FGD1 FGD4 FGF10 FGF20 FGF8 FGFR1 FGFR2 FGFR3 FGFRL1 FHL1 FIG4 FKBP10 FKBP14 FKBP6 FKRP FKTN FLAD1 FLCN FLI1 FLII FLNA FLNB FLNC FLRT1 FLVCR1 FMR1 FN1 FOXA2 FOXC2 FOXE3 FOXF1 FOXG1 FOXH1 FOXP2 FOXRED1 FRAS1 FREM2 FRG1 FSHR FTO FUCA1 FUS FUT8 FUZ FXN FZD2 GABBR2 GABRA3 GABRD GAD1 GALNS GAN GARS1 GAS1 GATA1 GATA4 GBA1 GBA2 GCH1 GDAP1 GDF11 GDF3 GDF5 GDF6 GET4 GFAP GFM2 GFPT1 GFRA1 GGPS1 GH1 GJA1 GJA5 GJA8 GJB1 GJC2 GLB1 GLE1 GLI2 GLI3 GLIS3 GLS GMPPB GNA11 GNAQ GNAS GNB2 GNE GNPAT GNPTAB GNPTG GNS GON7 GORAB GOSR2 GP1BB GPC3 GPC4 GPC6 GPKOW GPR101 GPX4 GRB10 GREB1L GRIA3 GRIN1 GRIP1 GSC GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GTPBP2 GUSB GZF1 H1-4 H19 H3-3B H4C5 H4C9 HAAO HACD1 HACE1 HBA1 HBA2 HCCS HDAC4 HDAC6 HDAC8 HEATR3 HECTD4 HELLPAR HERC1 HERC2 HES7 HESX1 HEY2 HGD HGSNAT HHAT HIBCH HIC1 HINT1 HIRA HK1 HLA-B HMBS HMGA2 HMGB3 HNF1B HNRNPA1 HNRNPA2B1 HNRNPH1 HNRNPH2 HNRNPK HNRNPR HNRNPU HOXA13 HOXD13 HPDL HPGD HRAS HS2ST1 HSD17B4 HSPA9 HSPB8 HSPD1 HSPG2 HTRA1 HTT HUWE1 HYAL1 HYCC1 HYLS1 IARS2 IDH1 IDH2 IDS IDUA IFIH1 IFITM5 IFT140 IFT172 IFT27 IFT43 IFT74 IFT80 IGBP1 IGF2 IGHMBP2 IHH IKBKG IL1RN IL2RA IL2RB IL6ST IMPDH2 INPP5E INPP5K INPPL1 INTS1 INTU IPO8 IQSEC2 IRF6 ITCH ITGA7 ITGA8 ITGB6 JAG1 JAG2 JARID2 JMJD1C JPH1 KANSL1 KAT6B KATNIP KBTBD13 KCNA1 KCNAB2 KCNH1 KCNJ2 KCNJ5 KCNJ6 KCNJ8 KCNK9 KCNMA1 KCNN3 KCNQ1OT1 KCNQ2 KCNT1 KDELR2 KDM1A KDM6A KIAA0586 KIAA0753 KIF15 KIF1A KIF21A KIF22 KIF26A KIF5A KIF7 KIFBP KLC2 KLHL41 KLHL7 KLLN KMT2A KMT2C KMT2D KMT2E KNSTRN KRAS KRIT1 KY KYNU L1CAM LAGE3 LAMA2 LAMA5 LAMB2 LARGE1 LARP7 LBR LEMD3 LETM1 LFNG LGI3 LHX3 LHX4 LIFR LIG4 LIMK1 LIPE LMNA LMNB1 LMNB2 LMOD3 LMX1B LONP1 LOX LRP4 LRP5 LRRK1 LSM11 LSS LTBP1 LTBP3 LTBP4 LUZP1 LYSET LZTFL1 LZTR1 MAD2L2 MADD MAF MAFB MAGEL2 MAN1B1 MAN2B1 MAN2C1 MAP1B MAP2K1 MAP2K2 MAP3K20 MAP3K7 MAPK1 MAPK8IP3 MAPKBP1 MAPRE2 MAPT MARS1 MARS2 MASP1 MAT2A MATN3 MBD5 MBTPS1 MBTPS2 MCM3AP MECP2 MED12 MED12L MED13L MED25 MEG3 MEGF10 MEGF8 MEIS2 MEOX1 MESD MESP2 METTL27 MFAP5 MFN2 MGAT2 MGME1 MIA3 MICU1 MID1 MINPP1 MKKS MKRN3 MKS1 MLXIPL MMP13 MMP14 MMP2 MMP23B MNX1 MOGS MORC2 MPL MPLKIP MPZ MRAS MRPL12 MRPS22 MRPS28 MRPS34 MSH4 MSL3 MSTO1 MT-ATP8 MT-TL1 MTMR14 MTMR2 MTRFR MTRR MTTP MUSK MVK MYBPC1 MYF5 MYH11 MYH2 MYH3 MYH7 MYL11 MYL2 MYLK MYMK MYMX MYO18B MYO1H MYO9A MYOD1 MYPN NAA10 NAA20 NAB2 NACC1 NADSYN1 NAGLU NALCN NANS NARS1 NBAS NBN NCAPG2 NCF1 NDN NDP NDRG1 NDUFA12 NDUFAF1 NDUFAF4 NDUFAF5 NDUFAF6 NDUFB11 NDUFS3 NEB NECTIN1 NEDD4L NEFL NEK1 NEK9 NELFA NEMF NEPRO NEU1 NF1 NF2 NFATC2 NFIX NGF NGLY1 NHP2 NIN NIPBL NKAP NKX3-2 NKX6-2 NLRP1 NMNAT1 NODAL NOG NONO NOP10 NOTCH2 NOTCH2NLC NOTCH3 NPAP1 NPHP1 NPM1 NPR2 NR3C1 NR4A2 NR5A1 NRAS NRCAM NRXN1 NSD1 NSD2 NSDHL NSUN2 NT5E NTN1 NTNG1 NTRK1 NUP107 NUP133 NUP188 NUP85 NUP88 NUS1 NXN OBSL1 OCA2 OCRL ODC1 OFD1 OGDHL ORAI1 ORC1 OSGEP OTUD5 OTUD6B OTX2 OXR1 P3H1 P4HB P4HTM PABPN1 PACS1 PAFAH1B1 PAICS PALB2 PALLD PAM16 PAPSS2 PARN PAX2 PAX3 PAX6 PAX7 PCGF2 PCNT PCYT1A PDCD10 PDE11A PDE4D PDE6D PDGFB PDGFRB PDPN PDZD8 PET100 PEX5 PEX7 PGAP1 PGAP2 PGAP3 PGM3 PHACTR1 PHEX PHF6 PHF8 PHGDH PI4KA PIBF1 PIEZO1 PIEZO2 PIGA PIGG PIGL PIGN PIGO PIGQ PIGS PIGT PIGU PIGV PIGW PIGY PIK3C2A PIK3CA PIK3CD PIK3R2 PISD PKDCC PLAA PLCB1 PLCB3 PLCH1 PLEC PLEKHG5 PLEKHM1 PLK4 PLOD1 PLOD2 PLOD3 PLP1 PLXNA1 PMM2 PMP22 PNKP PNPT1 POC1A PODXL POGZ POLA1 POLD1 POLE POLG POLR1B POLR1C POLR1D POLR3A POLR3GL POLR3H POMGNT1 POMK POMT1 POMT2 POP1 POR PORCN POU1F1 POU4F1 PPIB PPM1D PPOX PPP1CB PPP1R12A PPP1R15B PPP1R21 PPP2R1A PPP2R3C PPP2R5D PQBP1 PRDM13 PRDM16 PRDM5 PRG4 PRKAR1A PRKCSH PRKCZ PRKD1 PRKG1 PRKG2 PRMT7 PROP1 PRORP PRPS1 PRR12 PRUNE1 PRX PSAT1 PSMC3IP PSMD12 PTCH1 PTCH2 PTDSS1 PTEN PTH1R PTPN11 PTPN2 PTPN22 PUF60 PUS1 PWAR1 PWRN1 PYCR1 PYCR2 PYROXD1 QRICH1 RAB18 RAB23 RAB33B RAB3GAP1 RAB3GAP2 RAB5IF RABL3 RAC1 RAC3 RAD21 RAD51 RAD51C RAF1 RAI1 RAPSN RASA1 RASA2 RB1 RBBP8 RBCK1 RBM10 RBM28 RBM8A RDH11 RECQL4 RERE RET RETREG1 RFC2 RFT1 RFWD3 RFX7 RIGI RIN2 RINT1 RIPK4 RIPPLY2 RIT1 RMRP RNASEH1 RNASEH2A RNASEH2B RNASEH2C RNF113A RNF125 RNF13 RNU12 RNU4ATAC RNU7-1 ROBO3 ROR2 RPGRIP1L RPL10 RPL11 RPL13 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS6KA3 RPS7 RRAS RRAS2 RREB1 RRM2B RSPO2 RSPRY1 RTEL1 RTL1 RTTN RUNX2 RUSC2 RYR1 RYR3 SACS SALL1 SALL4 SAMD9 SAMHD1 SATB1 SATB2 SBDS SBF1 SBF2 SC5D SCAPER SCARB2 SCARF2 SCLT1 SCN1A SCN2A SCN4A SCN9A SCUBE3 SCYL2 SDCCAG8 SDHB SDHC SDHD SEC23A SEC23B SEC24C SEC24D SEC63 SELENON SEMA3E SEMA5A SERPINF1 SERPINH1 SETBP1 SETD2 SETD5 SETX SF3B2 SF3B4 SFRP4 SGCA SGCG SGMS2 SGSH SH2B1 SH3PXD2B SH3TC2 SHANK3 SHH SHMT2 SHOC2 SHOX SHROOM4 SIGMAR1 SIL1 SIM1 SIN3A SIX3 SIX6 SKI SLC10A7 SLC12A5 SLC12A6 SLC16A2 SLC18A3 SLC1A2 SLC22A12 SLC25A1 SLC25A21 SLC25A22 SLC25A24 SLC25A42 SLC25A46 SLC26A2 SLC29A3 SLC2A1 SLC2A10 SLC2A9 SLC30A9 SLC35A2 SLC35A3 SLC35B2 SLC35D1 SLC37A4 SLC39A13 SLC39A14 SLC52A2 SLC52A3 SLC5A7 SLC6A1 SLCO2A1 SLF2 SLITRK2 SLX4 SMAD2 SMAD3 SMAD4 SMARCA2 SMARCA4 SMARCAL1 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMC5 SMCHD1 SMG9 SMO SMOC1 SMPD4 SMS SNAP25 SNORD115-1 SNORD116-1 SNRPB SNRPN SNX14 SOCS1 SON SORD SOS1 SOS2 SOST SOX11 SOX2 SOX3 SOX4 SOX5 SOX9 SP7 SPARC SPART SPAST SPATA5 SPATA5L1 SPEG SPEN SPG11 SPG7 SPIDR SPOP SPRED1 SPRED2 SPRTN SPTBN1 SPTBN4 SPTLC1 SRCAP SRD5A3 SRP54 SRY SSR4 STAC3 STAG1 STAG2 STAT3 STAT4 STAT6 STIL STX16 STX1A STXBP1 SUFU SUGCT SUMF1 SUPT16H SURF1 SUZ12 SVIL SYNE1 SYNE2 SYNJ1 SYT1 SYT2 TAF1 TALDO1 TANC2 TAPT1 TARS1 TBC1D20 TBC1D24 TBCD TBCE TBCK TBL1XR1 TBL2 TBR1 TBX1 TBX15 TBX18 TBX2 TBX4 TBX5 TBX6 TBXAS1 TBXT TCF12 TCF20 TCF4 TCIRG1 TCOF1 TCTN1 TCTN2 TCTN3 TDGF1 TECPR2 TELO2 TENT5A TERC TERT TFAP2A TFE3 TGDS TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGIF1 THPO THSD4 TIMM50 TINF2 TK2 TLK2 TMCO1 TMEM138 TMEM147 TMEM165 TMEM216 TMEM218 TMEM231 TMEM237 TMEM270 TMEM38B TMEM43 TMEM53 TMEM63C TMEM67 TMEM94 TMTC3 TNFRSF11A TNFRSF11B TNFRSF1A TNNI2 TNNT1 TNNT3 TNPO3 TOGARAM1 TONSL TOR1A TOR1AIP1 TP53 TP53RK TP63 TPI1 TPM2 TPM3 TPRKB TRAF7 TRAIP TRAPPC11 TRAPPC12 TRAPPC2 TRAPPC4 TRAPPC9 TREX1 TRIM32 TRIO TRIP11 TRIP4 TRMT10A TRPM3 TRPS1 TRPV4 TRRAP TSR2 TTC19 TTC21B TTC5 TTC8 TTI2 TTN TTPA TTR TUBA1A TUBB TUBB3 TUBB4A TUBGCP4 TUBGCP6 TWIST1 TWIST2 TXNDC15 TYMS UBA1 UBE2A UBE2T UBE3A UBE3B UBE4B UBTF UFC1 UFD1 UFSP2 UNC80 UPB1 UPF3B UROS USB1 USF3 USP48 USP7 USP8 USP9X VAC14 VAMP1 VANGL1 VANGL2 VCP VDR VHL VMA21 VPS13B VPS33A VPS35L VPS37A VPS37D VPS53 WAC WASHC5 WBP11 WDPCP WDR11 WDR35 WDR4 WDR45B WDR73 WDR81 WIPI2 WLS WNK1 WNT1 WNT3 WNT3A WNT4 WNT5A WNT7A WNT9B WRAP53 WRN WT1 XRCC2 XYLT1 XYLT2 YARS2 YIF1B YRDC YWHAE YWHAG ZBTB20 ZC4H2 ZDHHC9 ZEB2 ZIC1 ZIC2 ZIC3 ZMIZ1 ZMPSTE24 ZMYM2 ZNF341 ZNF407 ZNF423 ZNF469 ZNF699 ZSWIM7 HP_ABNORMALITY_OF_THE_VERTEBRAL_ENDPLATES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_VERTEBRAL_ENDPLATES ACP5 B3GALT6 CCN6 CHST3 CLCN7 COG4 COL10A1 COL2A1 COL9A1 COL9A2 COL9A3 COMP DMP1 DYM EIF2AK3 ENPP1 EXOC6B FN1 GNPAT GORAB IDH1 KIF22 LRRK1 MMP13 NANS PAPSS2 PDE4D POLR3A RNU4ATAC SLC10A7 SLC29A3 SLC39A13 SOST TCIRG1 TNFRSF11A TONSL TRAPPC2 ZBTB20 HP_ABNORMALITY_OF_THE_VESTIBULOCOCHLEAR_NERVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_VESTIBULOCOCHLEAR_NERVE COCH COQ6 DKK1 HRAS KARS1 LZTR1 NF2 PRNP SMARCB1 SPRED1 HP_ABNORMALITY_OF_THE_VOICE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_VOICE AARS1 ABAT ACAN ACTA1 ACTB ADAR ADCY6 ADGRG1 ADH1C AFF2 AGA AGRN AIP ALDH18A1 ALDH4A1 ALPL ALS2 AMER1 ANOS1 AOPEP AR ARHGAP29 ARHGEF38 ARID1B ARVCF ASAH1 ASPA ATG7 ATP1A3 ATP5F1A ATP5MC3 ATP6AP2 ATP6V0A2 ATRX ATXN2 ATXN3 ATXN8OS B3GALNT2 B4GALNT1 BAG3 BAZ1B BCL7B BIN1 BMP4 BRAF BUD23 C1R CADM3 CAMK2B CAMKMT CAMTA1 CAPN15 CARS1 CCDC141 CDC73 CDH1 CEP104 CHAT CHD7 CHRNA1 CHRND CHRNE CIZ1 CLIP2 CNOT2 COBLL1 COL13A1 COL6A3 COLQ COMT COQ2 COQ6 COQ9 CRLF1 CRPPA CRTAP CRYAB CTNND2 CYP27A1 DCC DCTN1 DDRGK1 DEAF1 DGCR2 DGCR6 DGCR8 DGUOK DKK1 DLEC1 DLG1 DLK1 DLST DLX4 DNAJB2 DNAJC30 DNAJC6 DNMT3A DST DUOX2 DUSP6 DYNC1I2 ECM1 EDA EED EIF2AK2 EIF4A3 EIF4H ELN EMD EPAS1 ERCC2 ERCC3 ESS2 EXOSC9 EZH2 FBN1 FEZF1 FGF17 FGF8 FGFR1 FH FHL1 FIG4 FKBP6 FKRP FKTN FLII FLNA FLRT3 FOXP1 FOXP2 FRRS1L FTL FTO GABRG2 GALT GARS1 GBA1 GDAP1 GFAP GFPT1 GGPS1 GIPC1 GLUD2 GMPPA GMPPB GNAI3 GNAL GNAS GNE GNPTAB GNRH1 GNRHR GP1BB GPC3 GPC4 GPR101 GRHL3 GRIN2A GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 HAAO HACD1 HERC2 HESX1 HIRA HK1 HMBS HRAS HS6ST1 HSPG2 HTRA1 HTT IDS IFIH1 IGHMBP2 IL17RD IL1RAPL1 INPP5K IQSEC2 IRF6 ITGA7 JAG1 JMJD1C KANSL1 KCNK9 KCTD17 KDM6A KIF1B KISS1 KISS1R KMT2B KMT2D KRT14 KRT16 KRT17 KRT5 KRT6A KRT6B LAMA2 LAMA3 LAMB2 LAMB3 LAMC2 LARGE1 LEMD3 LIFR LIMK1 LMNA LMNB1 LONP1 LRP12 LSM11 LTBP3 LTBP4 LYRM4 LZTR1 MAGEL2 MAP3K20 MAPK1 MAPT MATR3 MAX MDH2 MECP2 MED12 MEG3 MEGF10 METTL27 MFN2 MGME1 MGP MID1 MKRN3 MLXIPL MPLKIP MSX1 MT-TT MUSK MYCN MYH14 MYH3 MYL2 MYMX MYO9A MYOT MYPN NALCN NCF1 NDN NDNF NDUFS8 NECTIN1 NEFH NEU1 NF1 NF2 NFE2L2 NHLH2 NIPBL NLRP1 NLRP3 NONO NOTCH2 NOTCH2NLC NOTCH3 NPAP1 NR4A2 NSD1 NSMF NUS1 OCA2 OCRL OPA1 P4HB PABPN1 PANK2 PAX8 PCNT PDGFRA PEX19 PHF8 PI4KA PIGN PLCB4 PLEC PLIN4 PLXND1 PMP22 PNPO PODXL POLA1 POLG POMGNT1 POMT1 POMT2 POU1F1 PPM1B PPP1R21 PPP3CA PQBP1 PREPL PRKRA PROK2 PROKR2 PRPH PRX PTPN11 PWAR1 PWRN1 PYROXD1 RAF1 RAI1 RAPSN RARS1 RET REV3L RFC2 RIC1 RILPL1 RNASEH1 RNASEH2A RNASEH2B RNASEH2C RNF113A RNF6 RNU7-1 RREB1 RRM2B RTL1 RYR1 SAMHD1 SBF2 SCN4A SDHA SDHAF2 SDHB SDHC SDHD SEC24C SEC24D SEC31A SELENON SEMA3A SEMA5A SERPING1 SET SETBP1 SH2B1 SH3BP2 SH3TC2 SHOC2 SHQ1 SIL1 SIM1 SLC18A2 SLC18A3 SLC19A2 SLC25A1 SLC25A11 SLC26A2 SLC2A3 SLC3A1 SLC52A3 SLC5A7 SMAD4 SMARCB1 SMS SNAP25 SNCAIP SNORD115-1 SNORD116-1 SNRPB SNRPN SOD1 SOX10 SPART SPEG SPG7 SPRY4 SPTBN1 SRCAP SRD5A2 SRPX2 STAG2 STX16 STX1A SUZ12 SYNE1 SYNE2 SYNJ1 SYT2 TAC3 TACR3 TARS1 TBC1D2B TBL2 TBP TBX1 TFAP2A TGFBR2 TGM6 THAP1 THRA TK2 TLK2 TMEM127 TMEM270 TMEM43 TNNC2 TONSL TOR1A TP63 TPK1 TPM2 TPM3 TRAPPC12 TREX1 TRH TRHR TRIM2 TRIM37 TRIP4 TRPV4 TSHB TSHR TSPYL1 TTC19 TTC26 TTN TUBB4A TUBB6 TWNK UBA1 UBB UFD1 UNC45B UPF3B VAMP1 VARS1 VHL VPS11 VPS13A VPS13B VPS37D WDR11 WRN WWOX ZBTB18 ZDHHC9 ZFYVE26 ZNF699 HP_ABNORMALITY_OF_THE_WRIST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THE_WRIST ABCC6 ADAMTSL2 ADGRG6 AEBP1 AIFM1 AKT1 ALDH18A1 ALG12 ANKRD55 ANO5 APC ASAH1 ASXL1 ATP7A B3GALT6 BGN BHLHA9 BMPR1B BPNT2 BPTF CADM3 CANT1 CAPN3 CBFB CCN6 CD247 CHST3 CHSY1 CLCN5 COG4 COL12A1 COL25A1 COL27A1 COL2A1 COL6A1 COL6A2 COL6A3 COL7A1 COLQ COMP CYP27B1 CYP2R1 DDR2 DHX16 DLK1 DMP1 DYM DYNC2LI1 EBP EIF2AK3 ENPP1 ERCC1 ERGIC1 ERLIN2 ESCO2 EVC EVC2 EXOC6B EXT1 EXT2 EXTL3 FBLN1 FBN2 FGFR2 FGFR3 FLNA FLNB GALNS GDAP1 GDF5 GJA1 GLB1 GLI1 GNE GNPTAB GPC3 GPC4 HOXA13 HOXD13 HSPG2 IDH1 IHH IL2RA IL2RB KIDINS220 KIF22 LAMB2 LEMD3 LMBR1 LMNA LONP1 LRP4 LTBP3 MACROH2A1 MAFB MAP3K7 MATN3 MBTPS1 MECP2 MEG3 MMP14 MMP2 MUSK MYH3 MYL11 NALCN NANS NIN NOG NOTCH2 NXN OCRL OPA3 PAX3 PDE4D PI4KA PIEZO2 PIGV PITX1 POR PRG4 PRKACA PRKACB PSMD12 PTEN PTH1R PTPN2 PTPN22 RAC3 RBM8A RECQL4 RMRP ROR2 RSPRY1 RTL1 SALL4 SCYL2 SETD2 SHH SHOX SIK3 SLC10A7 SLC34A2 SLC34A3 SLC35B2 SLC35D1 SMOC1 SPG11 STAT4 TBX15 TBX3 TBX5 TNNI2 TNNT1 TNNT3 TONSL TPM2 TRAPPC2 TRIP11 TRPV4 TUBB3 UFSP2 VDR WNT7A XRCC2 XYLT1 ZMPSTE24 HP_ABNORMALITY_OF_THROMBOCYTES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THROMBOCYTES ABCA1 ABCC6 ABCD4 ABCG8 ABL1 ACAD9 ACAT1 ACD ACP5 ACTN1 ADA ADA2 ADAMTS13 ADAR ADH5 AGK ALG12 ALG8 AMN ANKRD11 ANKRD26 AP3B1 APOE ARHGAP31 ARHGEF1 ARPC1B ARVCF ASAH1 ASXL1 ATP6AP1 ATP6V1B2 ATP7B ATRX BANK1 BCOR BCR BLK BLOC1S3 BLOC1S5 BLOC1S6 BRAF BRCA1 BRCA2 BRIP1 BTK BTNL2 C3 C4A C4B CA2 CALR CASP10 CBL CD109 CD19 CD36 CD40LG CD46 CD55 CD81 CDC40 CDC42 CFB CFH CFHR1 CFHR3 CFI CIITA CISD2 CLCN7 CLPB COG1 COG4 COG6 COL4A5 COMT CORIN CR2 CTC1 CTLA4 CTNNBL1 CUBN CYCS DCLRE1C DEF6 DGKE DGUOK DHFR DIAPH1 DKC1 DLL4 DNAJC21 DNASE1 DOCK2 DOCK6 DTNBP1 DZIP1L EFL1 ELANE ELF4 ENPP1 EOGT EPB42 EPHB2 ERBB3 ERCC4 ERCC6L2 ESCO2 ETS1 ETV6 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FARS2 FAS FASLG FCGR2A FCGR2B FCGR2C FCGR3B FERMT3 FIP1L1 FLI1 FLNA FLT1 FOCAD FOXP3 FYB1 G6PC3 GALC GATA1 GATA2 GBA1 GFI1B GIMAP5 GNA14 GNAS GP1BA GP1BB GP6 GP9 GUCY1A1 HBB HEATR3 HELLPAR HIRA HLA-B HLA-DQA1 HLA-DQB1 HLA-DRB1 HLCS HMGCL HMOX1 HOXA11 HPS3 HPS4 HPS5 HPS6 HSCB ICOS IFIH1 IFNG IFNGR1 IGHG1 IKZF1 IKZF5 IL10 IL6ST IL7R IRAK1 IRF2BP2 IRF5 IRF8 ITGA2 ITGA2B ITGAM ITGB3 ITK IVD JAK2 JAM2 JAZF1 JMJD1C KARS1 KCNJ1 KCNN4 KDM6A KIAA0319L KIF15 KIT KMT2D KRAS LACC1 LARS2 LAT LBR LCK LCP2 LIG4 LIPA LMBRD1 LRBA LSM11 LYST LZTR1 MAD2L2 MADD MAGT1 MAP2K1 MARS1 MECOM MECP2 MED12 MGAT2 MMAA MMAB MMACHC MMUT MOGS MPIG6B MPL MRAS MS4A1 MTHFD1 MTOR MVK MYH9 MYORG MYSM1 NAA10 NABP1 NAF1 NBEAL2 NBN NFKB1 NFKB2 NHEJ1 NHP2 NIPBL NLRC4 NLRP3 NOP10 NOS3 NOTCH1 NPM1 NRAS NSUN2 NUMA1 OCLN OCRL ORAI1 OSTM1 OTUD5 P2RY12 P4HA2 PALB2 PARN PCCA PCCB PDCD1 PDGFB PDGFRB PEPD PHGDH PIGA PIK3CD PIK3CG PKHD1 PLA2G4A PLAU PLEKHM1 PLOD3 PML PMM2 PNP POLRMT POMP PPIL1 PRDX1 PRF1 PRIM1 PRKACG PRKAR1A PRKCD PSAP PSMB4 PSMB8 PSMB9 PSTPIP1 PTPN11 PTPN22 PXK RAD51 RAD51C RAF1 RAG1 RAG2 RARA RASA2 RASGRP1 RASGRP2 RBM8A RBPJ RECQL REL RFWD3 RFX5 RFXANK RFXAP RIT1 RNASEH2A RNASEH2B RNASEH2C RNU7-1 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS14 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RPSA RRAS RRAS2 RREB1 RTEL1 RUNX1 RYR1 SALL4 SAMD9 SAMD9L SAMHD1 SARS2 SASH3 SAT1 SBDS SC5D SCARB2 SCN10A SCN11A SCN9A SEC24C SF3B1 SH2B3 SH2D1A SKIC2 SKIC3 SLC19A2 SLC20A2 SLC35A1 SLC37A4 SLC39A7 SLC46A1 SLC7A7 SLF2 SLFN14 SLX4 SMARCAL1 SMARCD2 SMC5 SMPD1 SNX10 SOCS1 SOS1 SOS2 SP110 SPATA5 SPP1 SPRED2 SRC SRP54 SRSF2 STAT1 STAT2 STAT3 STAT4 STAT5B STIM1 STING1 STOX1 STT3B STX11 STXBP2 TALDO1 TBC1D24 TBL1XR1 TBX1 TBXA2R TBXAS1 TCIRG1 TCN2 TERC TERT TET2 TFRC TGFB1 THBD THPO TINF2 TLR7 TLR8 TMEM165 TNFAIP3 TNFRSF13B TNFRSF13C TNFSF11 TNFSF12 TNFSF4 TNIP1 TOM1 TP53 TPP2 TREX1 TRNT1 TSR2 TTC7A TUBA8 TUBB1 TYMS UBA1 UBE2L3 UBE2T UFD1 UNC13D UQCRFS1 UROS USB1 USP18 VPS33A VPS33B VPS45 VWF WARS2 WAS WDR1 WFS1 WIPF1 WRAP53 XIAP XPR1 XRCC2 ZAP70 ZBTB16 ZNFX1 HP_ABNORMALITY_OF_THUMB_PHALANX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THUMB_PHALANX ACAN ACTB ACTG1 ACVR1 ADA2 ADNP ALG9 ALX4 ATP6V1B2 B3GAT3 BCOR BICRA BMP2 BMPR1A BMPR1B BPNT2 BPTF BRCA1 BRCA2 BRD4 BRIP1 CANT1 CBFB CHN1 CHST3 CHSY1 CILK1 CNOT1 COL2A1 CREBBP CWF19L1 DACT1 DHX30 DLK1 DLX5 DNM1L DVL1 DVL3 EED EP300 ERCC4 ESCO2 EXOSC2 EZH2 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FGF10 FGF9 FGFR1 FGFR2 FGFR3 FIG4 FLNA FLNB FZD2 G6PC3 GATA1 GATA4 GDF5 GJA5 GJA8 GLI1 GLI3 GNAS GPC3 GPC4 H3-3A H3-3B HDAC8 HEATR3 HNRNPR HOXA13 HOXD13 HPGD IHH INPPL1 INTU KCNH1 KCNN3 KCTD1 KIF7 KNSTRN LAMA5 LIG4 LMBR1 MAD2L2 MAFB MAN2C1 MAP3K7 MED12 MEG3 MEGF8 MEIS2 MSX2 NAA10 NIPBL NOG NONO NSD1 NSUN2 NUP107 NXN OFD1 OTUD6B PACS1 PAH PALB2 PCDHGC4 PCNT PIGB PIGF PIK3CD POGZ PPP2R3C PQBP1 PRKD1 PRKG2 PSMD12 PTCH1 PTEN PUF60 PYCR2 RAB23 RAD21 RAD51 RAD51C RBM8A RFWD3 RLIM ROBO1 ROR2 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RTL1 SALL1 SALL4 SATB2 SETBP1 SF3B2 SF3B4 SHH SHMT2 SIAH1 SLC26A2 SLX4 SMC1A SMC3 SMO SMOC1 SNIP1 SOX9 SRCAP SUMF1 SUZ12 TBC1D24 TBX5 TP63 TRIO TRPM3 TSR2 TTC26 TWIST1 UBE2T USP9X VAC14 VPS35L WNT5A XRCC2 XYLT1 ZNF668 HP_ABNORMALITY_OF_THYROID_PHYSIOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_THYROID_PHYSIOLOGY ABCB11 ABCB4 ABCC6 ABCC8 ACP5 ADA ADAMTSL1 ADAR ADAT3 ADCY5 AFF4 AIP AIRE AKT1 ALB ALG2 ALG8 ALMS1 ALX4 ANAPC1 APC APC2 APOE ARL6IP6 ARNT2 ARVCF ASH1L ATP11A ATP5F1A ATP5F1D ATP5F1E ATP5MK ATP6V1B2 ATP8B1 ATPAF1 ATPAF2 B3GLCT B4GALT1 BAP1 BAZ1B BCL7B BCOR BICRA BMP4 BMP6 BRAF BTNL2 BUB1 BUB1B BUB3 BUD23 C1QBP CACNA1C CACNA1S CASZ1 CCDC47 CD55 CDH23 CDKN1B CDKN1C CDON CEP57 CHD7 CHD8 CLCNKB CLIP2 CLPB COMT CPE CTNNB1 CTNS CYP27A1 DACT1 DCAF17 DCLRE1C DDB1 DDOST DEAF1 DICER1 DIO1 DISP1 DLL1 DMXL2 DNAH1 DNAJC19 DNAJC30 DNM1L DUOX2 DUOXA2 DYRK1A EIF2AK3 EIF4H ELN ENPP1 EXOSC2 EXT2 FANCI FARSA FDX2 FGF13 FGF8 FGFR1 FKBP6 FLCN FLII FMR1 FOCAD FOXA2 FOXE1 FOXG1 FOXH1 FOXI1 FOXP1 FOXP3 FUCA1 FUT8 GABRA3 GABRD GAS1 GATA1 GATA4 GATA6 GCH1 GLI2 GLI3 GLIS3 GNA11 GNAS GNB1 GNE GP1BB GPR161 GRIA1 GRIN2B GRM7 GTF2I GTF2IRD1 GTF2IRD2 GYG1 HBB HDAC4 HESX1 HFE HID1 HIRA HLA-DRB1 HMGA2 HNF1B HNRNPK HPD HSD17B3 HSPG2 HYMAI IFIH1 IFNG IGF2 IGSF1 IL2RA IL2RG IL6ST IL7R IMPDH2 INSR IPO8 IQSEC2 IRF4 IRS4 ITCH IYD JAK1 JMJD1C KANSL1 KARS1 KAT6B KATNIP KCNAB2 KCNJ10 KCNJ11 KCNJ18 KCNJ2 KDM6A KEAP1 KISS1R KLF1 KMT2B KMT2D LEP LEPR LHX3 LHX4 LIFR LIG4 LIMK1 LRBA LRP4 LSM11 LUZP1 MADD MAGEL2 MARS1 MC2R MCM8 MDM4 MEN1 METTL27 MLXIPL MMP23B MOGS MPI MRAP MSTO1 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TL2 MT-TN MT-TQ MT-TS1 MT-TS2 MT-TW MTTP NCF1 NDN NEXMIF NF2 NIN NKX2-1 NKX2-5 NNT NODAL NPHS1 NR1H4 NR4A2 NSD1 OCA2 OPA1 OTX2 PAX8 PCSK1 PDE4D PDGFB PDPN PHF21A PIEZO1 PIK3C2A PIK3CA PLAA PLAG1 PLAGL1 PLCH1 PLVAP PMM2 PNPLA6 POLG POLG2 POLR3A POLR3GL POMC POU1F1 POU3F4 PPP1R15B PRDM16 PRIM1 PRKAR1A PRKCZ PROKR2 PROP1 PTCH1 PTEN PTRH2 RAG1 RAG2 RAI1 RBM28 RERE RFC2 RMRP RNASEH2A RNASEH2B RNASEH2C RNU7-1 ROBO1 RPL10 RREB1 RRM2B SAA1 SALL1 SAMHD1 SASH3 SCN4A SEC24C SECISBP2 SETBP1 SETD2 SGPL1 SHH SIM1 SIX3 SKI SKIC2 SKIC3 SLC12A3 SLC16A2 SLC25A36 SLC25A4 SLC26A4 SLC37A4 SLC5A5 SLC6A17 SLF2 SMARCAL1 SMARCB1 SMARCE1 SMC1A SMO SNRPN SOX3 SPEN SPOP SRD5A3 SRY STAG2 STAR STAT1 STAT3 STEAP3 STIL STUB1 STX1A SUFU SUGCT SUPT16H SVBP TANGO2 TBC1D24 TBCK TBL1X TBL2 TBX1 TDGF1 TERT TF TG TGIF1 THRA THRB TIAM1 TMEM270 TMEM67 TOM1 TONSL TPO TRAF7 TRAPPC9 TREX1 TRH TRHR TRIP13 TRMT10A TSC1 TSC2 TSHB TSHR TTR TWNK TXNRD2 UBE4B UBR1 UBR7 UFD1 USP9X VPS37D WDR11 WDR4 WFS1 XRCC4 YRDC YY1 ZBTB20 ZFP57 ZIC2 HP_ABNORMALITY_OF_TIBIAL_EPIPHYSES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_TIBIAL_EPIPHYSES COL11A1 COL2A1 DLK1 MEG3 RTL1 HP_ABNORMALITY_OF_TIBIA_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_TIBIA_MORPHOLOGY ACTB ADGRV1 AIFM1 ALG12 ATP7A BHLHA9 BMPR1B CEP120 CHD7 CHEK2 CHST3 CILK1 CLCN5 CLTCL1 COL10A1 COL11A1 COL11A2 COL1A1 COL1A2 COL2A1 COL9A2 COL9A3 CPLANE1 CYP27A1 CYP27B1 CYP2R1 DDX6 DLK1 DMP1 DONSON DYM DYNC2H1 EIF4A3 EN1 ENPP1 EXT1 EXT2 FGFR3 FIBP FLNA FLNB FN1 GABRA1 GABRD GABRG2 GDF5 GLI3 GORAB GPC6 HCN1 HPGD HYLS1 IHH INTU LAMA5 LIFR LMBR1 LMX1B LRP5 MEG3 MMP13 NEK1 NF1 P3H1 PCDH19 PCNT PCYT1A PDGFRB PHEX PITX1 POR PRR12 RB1 RBM8A RMRP RTL1 SATB2 SCN1A SCN1B SCN2A SCN9A SEMA3E SERPINH1 SETBP1 SHH SHOX SLC26A2 SLC29A3 SLC31A1 SLC34A3 SLC35A2 SMOC1 SOX9 STX1B TBXAS1 TCTN3 TGFB1 TP53 TRAPPC2 VDR WNT7A ZSWIM6 HP_ABNORMALITY_OF_TUMOR_NECROSIS_FACTOR_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_TUMOR_NECROSIS_FACTOR_SECRETION MEFV PRF1 STX11 STXBP2 UNC13D HP_ABNORMALITY_OF_T_CELL_PHYSIOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_T_CELL_PHYSIOLOGY ADA AK2 ARVCF CARD11 CARMIL2 CASP10 CASP8 CD19 CD3E CD40LG CIITA COG6 COMT CR2 CTPS1 DGCR2 DGCR6 DGCR8 DOCK2 EPG5 ESS2 FAS FASLG GATA3 GP1BB HIRA HLA-DRB1 ICOS JAK3 JMJD1C LCP2 LEP LEPR LIG1 MAGT1 MRTFA NSMCE3 PGM3 PNP RAB27A RAG1 RAG2 RASGRP1 RFX5 RFXANK RFXAP RNU4ATAC RREB1 SEC24C SLC39A4 SMARCAL1 TBX1 TGFB1 TNFRSF13B TNFRSF13C UFD1 UMPS WAS WIPF1 HP_ABNORMALITY_OF_UPPER_LIMB_EPIPHYSIS_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_UPPER_LIMB_EPIPHYSIS_MORPHOLOGY ARSL ATR BGN BMPR1B BPNT2 COG4 COL2A1 COL9A1 COL9A2 COL9A3 COMP CPLX1 CTBP1 DYM EIF2AK3 ERCC6 ERCC8 EVC EVC2 EXT1 FGFR3 FGFRL1 FLNA FLNB GDF5 GNPAT GPX4 IFIH1 IFT140 IFT172 IFT52 IHH KCNH1 KIF15 LETM1 MATN3 MGP MIA3 MRPS28 NEK1 NKX3-2 NPR2 NPR3 NSD2 PCNT POR PRKAR1A RAB23 RAD21 RMRP RPS6KA3 RUNX2 SALL1 SLC26A2 SRCAP TONSL TRAPPC2 TRIP11 TRPS1 TRPV4 HP_ABNORMALITY_OF_UPPER_LIMB_JOINT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_UPPER_LIMB_JOINT ABCC6 ABCC9 ACTA1 ACTG2 ADAMTS3 ADAMTSL2 ADAT3 ADGRG6 AEBP1 AFF3 AIFM1 AKT1 ALDH18A1 ALG12 ALG3 ALX1 ALX3 AMER1 ANAPC1 ANKRD55 ANO5 ANTXR2 APC APC2 ARID1B ARPC4 ASAH1 ASPH ASXL1 ASXL3 ATP7A ATR AUTS2 B3GALT6 B3GAT3 B3GLCT B4GALT7 BANF1 BAZ1B BCL7B BCOR BCR BGN BHLHA9 BICRA BMP1 BMPR1B BPNT2 BPTF BRAF BRD4 BUD23 CADM3 CANT1 CAPN3 CASZ1 CAV1 CBFB CBL CCBE1 CCDC22 CCDC8 CCN2 CCN6 CCR6 CD247 CD96 CDC45 CDC6 CDH3 CDT1 CHRNG CHST3 CHSY1 CLCF1 CLCN3 CLCN5 CLIP2 CNTN1 COG4 COG5 COL11A1 COL11A2 COL12A1 COL1A1 COL25A1 COL27A1 COL2A1 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 COL7A1 COL9A1 COL9A2 COL9A3 COLEC10 COLEC11 COLQ COMP CPLX1 CPT2 CREBBP CRKL CRLF1 CSGALNACT1 CTBP1 CTCF CTDP1 CUL4B CUL7 CYP26B1 CYP27A1 CYP27B1 CYP2R1 DDR2 DHCR24 DHODH DHX16 DLK1 DLL3 DMD DMP1 DNAJC30 DOK7 DONSON DVL1 DVL3 DYM DYNC2LI1 DYRK1A DYSF EBP ECE1 ECEL1 EED EFNB1 EIF2AK3 EIF4A3 EIF4H ELN EMD EMG1 ENPP1 EP300 ERCC1 ERCC2 ERCC5 ERCC6 ERGIC1 ERLIN2 ESCO2 EVC EVC2 EXOC6B EXT1 EXT2 EXTL3 EZH2 FAT4 FBLN1 FBN1 FBN2 FBXO28 FBXW11 FDFT1 FERMT1 FGD1 FGF16 FGF9 FGFR1 FGFR2 FGFR3 FGFRL1 FHL1 FKBP10 FKBP6 FKTN FLNA FLNB FLVCR1 FZD2 GABRD GALNS GDAP1 GDF5 GHR GJA1 GJB2 GLB1 GLDN GLE1 GLI1 GLI3 GMNN GNB1 GNB2 GNE GNPTAB GNS GON7 GPC3 GPC4 GPC6 GPKOW GRB10 GSC GTF2I GTF2IRD1 GTF2IRD2 H4C9 HACD1 HDAC8 HEATR3 HEPHL1 HES7 HINT1 HK1 HLA-DRB1 HNRNPA1 HNRNPH1 HOXA11 HOXA13 HOXD13 HRAS HS2ST1 HSPB1 HSPG2 IDH1 IDS IDUA IFITM5 IGHMBP2 IHH IKBKG IL2RA IL2RB IL6ST INF2 IPO8 IRF5 ITCH ITGA7 JAG2 JARID2 KAT6B KCNAB2 KCNK9 KDM5B KDM5C KIAA0319L KIDINS220 KIF21A KIF22 KIF5A KMT2A KMT2B KRAS KRT1 KRT14 KRT16 KRT9 KY L1CAM LAGE3 LAMA2 LAMB2 LAMB3 LARGE1 LARS2 LBR LEMD3 LETM1 LFNG LGI4 LIFR LIMK1 LMBR1 LMBRD2 LMNA LMX1B LONP1 LRP4 LTBP3 LUZP1 LZTR1 MACROH2A1 MAF MAFB MAP2K1 MAP2K2 MAP3K20 MAP3K7 MAPK1 MASP1 MATN3 MBTPS1 MBTPS2 MECOM MECP2 MED12 MED25 MEG3 MEGF10 MESP2 MET METTL27 MKS1 MLXIPL MMP13 MMP14 MMP2 MMP23B MORC2 MRAS MUSK MYBPC1 MYH3 MYL1 MYL11 MYL2 MYOD1 MYOT NAA10 NALCN NANS NCF1 NDRG1 NEDD4L NEFL NF1 NIN NIPBL NLRP3 NOD2 NOG NONO NOTCH2 NPR2 NRAS NSD1 NSD2 NUP107 NUP133 NUP88 NXN OBSL1 OCRL OPA3 ORC1 ORC4 ORC6 OSGEP P4HTM PAX3 PCNT PDE4D PDGFRB PDPN PDXK PEX1 PEX2 PEX5 PEX6 PHGDH PI4KA PIEZO2 PIGA PIGL PIGV PIGY PIK3C2A PITX1 PLEKHG5 PLOD1 PLOD2 PLOD3 PMP22 POLR3A POLR3GL POP1 POR PORCN PPP1CB PPP2R3C PQBP1 PRDM16 PRG4 PRKACA PRKACB PRKAR1A PRKCZ PRMT7 PSMB8 PSMD12 PSTPIP1 PTDSS1 PTEN PTH1R PTPN11 PTPN2 PTPN22 PTRH2 PYCR1 PYROXD1 RAB23 RAB33B RAB3GAP1 RAC3 RAD21 RAF1 RAPSN RASA2 RBM8A RECQL4 RERE RFC2 RIPPLY2 RIT1 RMRP RNU4ATAC ROR2 RPL10 RPL26 RRAS RRAS2 RSPO2 RSPRY1 RTL1 RTTN SALL4 SCARF2 SCN4A SCYL2 SELENON SETBP1 SETD2 SF3B4 SFRP4 SH3PXD2B SHH SHOC2 SHOX SIGMAR1 SIK3 SIL1 SIN3A SKI SLC10A7 SLC18A3 SLC25A46 SLC26A2 SLC29A3 SLC34A2 SLC34A3 SLC35A2 SLC35A3 SLC35B2 SLC35D1 SLC39A13 SLC39A8 SLC6A9 SMAD3 SMAD6 SMARCAD1 SMC1A SMC3 SMG9 SMOC1 SNRPB SOS1 SOS2 SOX9 SPEN SPG11 SPRED2 SPRTN SRCAP SRY STAG1 STAT4 STX1A STXBP1 SUZ12 SVIL SYNE1 SYNE2 SYT2 TBC1D2B TBL2 TBR1 TBX15 TBX2 TBX22 TBX3 TBX5 TCF12 TCTN3 TDO2 TFAP2A TFAP2B TFE3 TGDS TGFB3 TGFBR1 TGFBR2 TLK2 TMEM218 TMEM222 TMEM270 TMEM43 TMEM70 TNNI2 TNNT1 TNNT3 TONSL TOR1A TOR1AIP1 TP53RK TP63 TPM2 TPM3 TPRKB TRAPPC2 TRIP11 TRPS1 TRPV4 TUBA1A TUBB3 TWIST1 TWIST2 UBA1 UBE4B UFSP2 UNC80 UPF3B UROS VDR VPS13B VPS37D WDR11 WDR4 WDR73 WNT4 WNT5A WNT7A XRCC2 XYLT1 YRDC ZDHHC9 ZIC1 ZMPSTE24 ZNF407 HP_ABNORMALITY_OF_UPPER_LIP_VERMILLION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_UPPER_LIP_VERMILLION AARS1 ABCC9 ACTB ACTG1 ADAMTSL1 ADARB1 ADGRG6 ADNP ADSL AFF3 AFF4 AGL AGO1 AGO2 AGR2 ALDH6A1 ALG12 ALG9 AMMECR1 ANKLE2 ANKRD11 ANKRD17 AP2M1 AP3B1 AP4B1 AP4E1 AP4M1 AP4S1 APC ARHGEF2 ARID1A ARID1B ARID2 ARX ASPM ASXL2 ASXL3 ATIC ATN1 ATP1A2 ATP1A3 ATP6V1B2 ATP9A ATRX B3GLCT B4GALT1 BAP1 BCL11A BCL11B BCR BMP2 BPTF BRAT1 BRCA1 BUB1 CACNA1A CACNA1C CACNA2D1 CAMSAP1 CCNK CCNQ CDC42 CDC42BPB CDH11 CDH2 CDK10 CDK13 CDK19 CDK5RAP2 CDK6 CDON CENPE CENPJ CEP135 CEP152 CEP63 CHAMP1 CHD2 CHD8 CHMP1A CHST14 CILK1 CIT CLCN3 CLCN6 CLP1 CLTC CNOT2 COG1 COL11A1 COPB2 CPLX1 CREBBP CRKL CSF1R CSNK2A1 CTCF CTNNB1 CUX1 CYFIP2 DCHS1 DCPS DDB1 DDX59 DEAF1 DENND5A DHPS DIS3L2 DISP1 DLK1 DLL1 DMPK DNMT3A DPF2 DPM1 DPM2 DSE DVL1 DYRK1A EBF3 EDA EDA2R EDAR EDARADD EDEM3 EEF1A2 EHMT1 EIF5A EP300 EPG5 EXOC2 EXOSC2 EXT1 FAR1 FAT4 FBN1 FBXO28 FGF8 FGFR1 FIG4 FLII FOXG1 FOXH1 FZD2 GAD1 GALNT2 GAS1 GATAD2B GBA1 GJA5 GJA8 GLI2 GLIS3 GNAI1 GNB2 GNE GOLGA2 GPC4 H3-3A H4C5 H4C9 HDAC8 HERC2 HIVEP2 HK1 HNRNPK HNRNPU HOXB1 HS2ST1 HUWE1 IER3IP1 IFIH1 IFT43 IGF1R IL1RAPL1 IQSEC2 IRF6 IRX5 JARID2 KAT6A KAT6B KATNB1 KCNH1 KCNJ2 KCNJ5 KCNJ6 KCNK4 KCNK9 KCNMA1 KDM1A KDM3B KDM4B KDM5C KIF11 KIF14 KIF15 KIF7 KMT2A KMT2D KNL1 LAS1L LMBRD1 MAF MAGEL2 MAN1B1 MAP1B MAPK1 MAPK8IP3 MAPRE2 MBD5 MCM7 MCPH1 MCTP2 MECP2 MED12 MED12L MED13 MED25 MED27 MEF2C MEG3 MEIS2 MESD METTL5 MFSD2A MICU1 MID1 MINPP1 MKRN3 MKS1 MPC1 MSL3 MTOR MYL2 MYMX MYO18B MYOD1 NAA10 NAA20 NALCN NCAPD3 NCAPG2 NDN NEXMIF NFIA NIPBL NODAL NOG NONO NPAP1 NRCAM NSRP1 NSUN2 NUP37 NXN OCA2 OCRL ODC1 OGT OPHN1 OTUD6B PACS1 PACS2 PAK3 PAX3 PBX1 PCGF2 PDE4D PDGFRB PGAP2 PGAP3 PGM2L1 PHC1 PIEZO2 PIGB PIGG PIGK PIGL PIGN PIGO PIGQ PIGT PIGU PIGV PIGW PIGY PITX2 PLAA PLPBP PMM2 POGZ POLR3A PPM1D PPP1CB PPP1R15B PPP1R21 PPP2R1A PPP2R5D PQBP1 PREPL PRKACB PRKAR1B PRKDC PSMD12 PTCH1 PTRH2 PUF60 PURA PWAR1 PWRN1 PYCR2 QRICH1 RAB11B RAD21 RAI1 RALA RAPSN RFX7 RHOBTB2 RNF135 RNU4ATAC ROR2 RPL10 RPS7 RSPRY1 RTL1 RYR1 SARS1 SASS6 SATB2 SC5D SCN1A SCN4A SEC23A SETBP1 SETD1A SETD5 SH3PXD2B SHH SHMT2 SIM1 SIN3A SIX3 SLC1A3 SLC25A24 SLC25A46 SLC26A2 SLC2A1 SLC35A2 SLC6A1 SLC9A7 SMAD4 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMPD4 SNIP1 SNORD115-1 SNORD116-1 SNRPN SOX11 SOX4 SPATA5L1 SPECC1L SPEN SPTBN1 SRCAP SSR4 STAG2 STEEP1 STIL STRADA STT3A SUFU SUPT16H SYNGAP1 SYT1 TAF1 TAF13 TAF6 TAF8 TASP1 TBC1D24 TBCE TBCK TBL1XR1 TCF20 TCF3 TDGF1 TGFB3 TGIF1 THOC6 THUMPD1 TLK2 TMEM147 TMEM237 TMEM53 TMEM94 TNRC6B TOE1 TPR TRAPPC10 TRAPPC14 TRAPPC9 TRIO TRIP12 TRMT10A TRPS1 TRRAP TTC5 TUBGCP2 TWIST2 UBE3B UFC1 UNC80 USP9X VPS35L VPS51 WAC WARS1 WARS2 WASHC4 WDR19 WDR26 WDR4 WDR62 WNT5A YY1 ZBTB18 ZC4H2 ZIC2 ZMIZ1 ZNF292 ZNF407 ZNF462 ZNF526 ZNHIT3 ZSWIM6 HP_ABNORMALITY_OF_URINARY_URIC_ACID_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_URINARY_URIC_ACID_LEVEL ALDOB EHHADH GATM HPRT1 MOCS1 MOCS2 NDUFAF6 PNP PRPS1 SLC22A12 SLC2A9 SLC34A1 HP_ABNORMALITY_OF_URINE_BICARBONATE_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_URINE_BICARBONATE_LEVEL ALDOB EHHADH GATM NDUFAF6 OCRL SLC34A1 HP_ABNORMALITY_OF_URINE_CALCIUM_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_URINE_CALCIUM_CONCENTRATION ADCY10 ALPL AMMECR1 AP2S1 ATP6V0A4 ATP7B BAZ1B BCL7B BSND BTNL2 BUD23 CASR CDC73 CDKN1A CDKN1B CDKN1C CDKN2B CDKN2C CFTR CLCN5 CLCNKA CLCNKB CLDN10 CLDN16 CLDN19 CLIP2 CYP24A1 DNAJC30 EHHADH EIF4H ELN FAM20A FCGR2A FGF23 FKBP6 FXYD2 GATM GCM2 GNA11 GTF2I GTF2IRD1 GTF2IRD2 HLA-DRB1 HNF1B INSR KCNJ1 KCNJ10 KCNJ5 LIMK1 MAGED2 MEN1 METTL27 MLXIPL NCF1 NDUFAF6 OCRL PHEX PIGT PIK3C2A PTH1R RFC2 SLC12A1 SLC12A3 SLC22A12 SLC2A2 SLC2A9 SLC34A1 SLC34A3 STX1A TBL2 TGFB1 TMEM270 TNFRSF11B VPS37D HP_ABNORMALITY_OF_URINE_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_URINE_HOMEOSTASIS AASS ABCC2 ABCC6 ABCC8 ABCD4 ACAD8 ACAD9 ACADM ACADS ACADSB ACADVL ACAT1 ACP5 ACSF3 ACSL4 ACTN4 ACVR1B ACVRL1 ADAMTS13 ADCY10 AGA AGGF1 AGK AGXT AGXT2 AKR1D1 ALAD ALDH4A1 ALDH5A1 ALDH6A1 ALDOA ALDOB ALG5 ALG9 ALK ALPL AMMECR1 AMN AMT ANKFY1 ANLN ANO5 AP2S1 APC APOA1 APOE APOL1 APPL1 APRT AQP2 ARG1 ARHGAP24 ARHGDIA ARNT2 ARSB ARSK ASL ASPA ASPH ASS1 ATAD3A ATIC ATP11C ATP1A1 ATP5F1A ATP5F1D ATP5F1E ATP5MK ATP6V0A4 ATP6V1B2 ATP7B ATPAF1 ATPAF2 AUH AVPR2 B2M BANK1 BAZ1B BCKDHA BCKDHB BCL7B BCOR BCS1L BICC1 BLK BLVRA BRCA2 BSND BTD BTNL2 BUD23 C3 C4A C4B CA5A CACNA1S CAD CAMKMT CASK CASP10 CASR CBS CCND1 CD109 CD2AP CD320 CD46 CD59 CD81 CDC73 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CEL CFB CFH CFHR5 CFI CFTR CHUK CLCN5 CLCNKA CLCNKB CLDN10 CLDN16 CLDN19 CLEC7A CLIP2 CLPB CLTRN COA8 COL2A1 COL4A1 COL4A3 COL4A4 COL4A5 COL4A6 COQ2 COQ6 COQ8B CORIN COX14 COX16 CPOX CPS1 CPT1A CPT2 CR2 CRB2 CRPPA CTH CTLA4 CTNNB1 CTNS CUBN CYC1 CYP11A1 CYP11B1 CYP11B2 CYP21A2 CYP24A1 CYP27B1 CYP2R1 D2HGDH DAAM2 DBH DBT DCDC2 DCXR DDB2 DDOST DGKE DGUOK DHTKD1 DIS3L2 DLD DLST DMD DMGDH DMP1 DNAJB11 DNAJC19 DNAJC30 DNASE1 DNASE1L3 DNASE2 DNMT3A DPH1 DPYD DPYS EHHADH EIF4H ELN EMP2 ENG ENPP1 EPAS1 ERBB2 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ETFA ETFB ETFDH ETHE1 ETS1 EXT2 F10 F2 F5 F8 FAH FAM20A FAN1 FARS2 FBP1 FCGR2A FCGR2B FCGR3B FDX2 FGA FGF23 FGFR2 FH FIP1L1 FKBP6 FKRP FLAD1 FLT1 FMO3 FN1 FOCAD FOXC2 FOXP2 FTCD FUCA1 FXYD2 G6PC1 G6PD GAA GABRA3 GALE GALK1 GALNS GALT GANAB GAPVD1 GATA1 GATA3 GATA6 GATM GBA1 GCDH GCK GCLC GCM2 GDF2 GEMIN4 GGT1 GK GLA GLB1 GLDC GLUD1 GLYCTK GNA11 GNAS GNAS-AS1 GNE GNPTAB GNPTG GNS GON7 GP1BA GP1BB GP9 GPC3 GPHN GRHPR GSN GSS GTF2I GTF2IRD1 GTF2IRD2 GUCY2D GUSB GYS2 H19 HACE1 HADH HADHA HADHB HAL HBB HCFC1 HELLPAR HGD HGSNAT HIBCH HLA-B HLA-DPA1 HLA-DPB1 HLA-DRB1 HLCS HMBS HMGCL HMOX1 HNF1A HNF1B HNF4A HOGA1 HPD HPRT1 HRAS HSD11B2 HSD17B10 HSD3B2 HSPD1 HTRA2 IBA57 IDH1 IDH2 IDS IDUA IER3IP1 IFT122 IFT140 IFT172 IGHG1 IL10 IL17F IL17RA IL17RC IL1B IL1RN INF2 INPPL1 INS INSR IRAK1 IRF1 IRF2BP2 IRF5 ISCU ITGA2 ITGA2B ITGA3 ITGA6 ITGA8 ITGAM ITGB3 ITGB4 IVD JAZF1 KANK2 KARS1 KCNE5 KCNJ1 KCNJ10 KCNJ11 KCNJ16 KCNJ18 KCNJ5 KHK KIAA0319L KIF1B KIF23 KIRREL1 KLF11 KLF6 KRAS KRT18 KYNU L2HGDH LAGE3 LAMB2 LARS2 LCAT LDHA LDHD LETM1 LIMK1 LIN28B LIPT1 LMAN1 LMBRD1 LMNA LMNB2 LMO1 LMX1B LPIN1 LPIN2 LRP2 LRPPRC LYRM4 LYZ MAF MAFB MAGED2 MAGI2 MAN2B1 MANBA MARS1 MAX MC2R MCCC1 MCCC2 MCEE MCFD2 MDH2 MECP2 MED12 MEFV MEN1 METTL27 MIA3 MICOS13 MLIP MLXIPL MLYCD MMAA MMAB MMACHC MMADHC MMUT MOCOS MOCS1 MOCS2 MPC1 MRAP MRPS2 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TE MT-TF MT-TH MT-TK MT-TL1 MT-TN MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTHFR MTR MTRR MTX2 MUC1 MUTYH MVK MYCN MYH9 MYO1E NABP1 NADK2 NAGA NAGLU NCF1 NDUFA9 NDUFAF6 NDUFB10 NDUFS4 NEU1 NEUROD1 NF1 NFS1 NFU1 NGLY1 NHERF1 NIPBL NNT NOS1AP NOS3 NOTCH2 NPHP1 NPHP3 NPHS1 NPHS2 NPM1 NPR2 NR0B1 NRAS NSMCE2 NT5C3A NUMA1 NUP107 NUP133 NUP160 NUP205 NUP37 NUP85 NUP93 OAT OBSCN OCRL OFD1 OGDH OPA3 OPLAH OSGEP OTC OXCT1 OXGR1 P4HA2 PAH PAX2 PAX4 PBX1 PCBD1 PCCA PCCB PCK1 PDCD1 PDP1 PDSS2 PDX1 PEPD PET100 PET117 PEX1 PEX14 PEX5 PFKM PGAM2 PGK1 PGM2L1 PHEX PHKA1 PHKA2 PHKB PHKG2 PHOX2B PHYKPL PIEZO1 PIGA PIGB PIGT PIK3C2A PIK3CA PKD1 PKD2 PLCE1 PLOD1 PLOD2 PML PMM2 PNP POLG POLRMT POU6F2 PPM1B PPOX PRDX1 PREPL PRKAR1A PRODH PRPS1 PRTN3 PSTPIP1 PTH1R PTPN22 PTPRO PUS3 PXK PYGL PYGM RARA REN REST RET RFC2 RMRP RNU7-1 RPIA RRM2B RYR1 SAA1 SARDH SARS2 SAT1 SCARB2 SCNN1A SCO1 SDHA SDHAF2 SDHB SDHC SDHD SERAC1 SERPINA6 SERPINF2 SFXN4 SGCB SGPL1 SGSH SH2B1 SHPK SKIC3 SLC12A1 SLC12A3 SLC13A3 SLC16A1 SLC16A12 SLC18A2 SLC19A2 SLC1A1 SLC22A12 SLC22A5 SLC25A1 SLC25A11 SLC25A13 SLC25A15 SLC25A19 SLC25A20 SLC25A21 SLC25A4 SLC26A1 SLC28A1 SLC2A2 SLC2A9 SLC34A1 SLC34A2 SLC34A3 SLC35A1 SLC36A2 SLC37A4 SLC3A1 SLC52A1 SLC52A2 SLC5A1 SLC5A2 SLC6A18 SLC6A19 SLC6A2 SLC6A20 SLC7A7 SLC7A9 SLCO1B1 SLCO1B3 SLCO2A1 SMAD4 SMARCAL1 SNAP29 SNX14 SPINK5 SPP1 SPRY2 SPTBN1 SREBF1 STAR STAT2 STAT3 STAT4 STAT5B STIM1 STK11 STOX1 STX16 STX1A SUCLA2 SUCLG1 SUGCT SUMF1 SUOX SURF1 TAFAZZIN TANGO2 TAT TBC1D24 TBC1D8B TBL1XR1 TBL2 TCN2 TDO2 TERT TFAM TGFB1 THBD TIMM50 TK2 TKT TLR7 TMEM126B TMEM127 TMEM270 TMEM67 TMEM70 TNFAIP3 TNFRSF11A TNFRSF11B TNFSF4 TNIP1 TOP2A TP53 TP53RK TPK1 TPRKB TRAF3IP2 TREX1 TRIM28 TRIM8 TRIP13 TRMT5 TRMU TRNT1 TRPC6 TRPV4 TRPV6 TSC1 TSC2 TTC26 TXNRD2 UBE2L3 UMPS UNC45A UQCRB UROC1 UROD UROS VHL VIPAS39 VPS33A VPS33B VPS37D VPS50 WDR19 WDR4 WDR73 WT1 XDH XPA XPC YAP1 YRDC ZAP70 ZBTB16 ZNRF3 HP_ABNORMALITY_OF_VENOUS_PHYSIOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_VENOUS_PHYSIOLOGY BMP6 BMPR2 CD55 F5 HFE JAK2 MPL MYH7 PIGA TERC TERT TET2 TINF2 HP_ABNORMALITY_OF_VISION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_VISION AAAS AARS1 ABCA1 ABCA4 ABCA7 ABCC6 ABCD1 ACO2 ACTB ACTL6B ACVRL1 ADA2 ADAM9 ADAMTS10 ADAMTSL4 ADARB1 ADGRV1 ADNP ADPRS ADRA2B AFF3 AFF4 AFG3L2 AGBL1 AGBL5 AGO2 AGRN AGTPBP1 AHDC1 AHI1 AHR AHSG AIFM1 AIMP1 AIP AIPL1 AIRE AK9 AKT1 AKT3 ALDH3A2 ALG11 ALG2 ALG3 ALMS1 ALPK1 AMACR AMPD2 ANGPTL6 ANKH ANKRD11 ANKRD55 ANO10 ANOS1 ANTXR1 AP1B1 AP1G1 AP1S2 AP3B1 AP3B2 AP3D1 AP4B1 AP4E1 AP4M1 AP4S1 APC APOA1 APOE APP ARHGDIA ARHGEF18 ARHGEF2 ARID1A ARID1B ARID2 ARL2 ARL2BP ARL3 ARL6 ARMC9 ARNT2 ARPC4 ARSA ARSG ARSK ARV1 ARX ASB10 ASNS ASPA ASPH ATF6 ATIC ATN1 ATOH7 ATP1A2 ATP1A3 ATP5F1A ATP5F1D ATP5F1E ATP5MK ATP6V0A1 ATP6V1A ATP8A2 ATPAF1 ATPAF2 ATRX ATXN3 ATXN7 B3GALNT2 B3GAT3 B3GLCT B4GAT1 BAP1 BAZ1B BBS1 BBS2 BBS4 BBS5 BCL10 BCL7B BCOR BDNF BEST1 BIRC3 BLOC1S3 BLOC1S5 BMP4 BMPR1A BOLA3 BRAF BRAT1 BRCA1 BRCA2 BRIP1 BTD BTNL2 BUB1 BUB1B BUB3 BUD23 C19orf12 C1QBP C1QTNF5 C4A CA2 CA4 CA8 CABP4 CACNA1A CACNA1B CACNA1D CACNA1E CACNA1F CACNA1G CACNA1I CACNA2D1 CACNA2D4 CALR CAMK2A CAMK2B CAMSAP1 CAPN5 CARS1 CARS2 CASK CASZ1 CBS CC2D2A CCDC141 CCDC28B CCDC47 CCND1 CCR1 CD109 CD247 CDC42 CDC42BPB CDH1 CDH23 CDH3 CDHR1 CDK19 CDK8 CDKL5 CDON CEACAM16 CELF2 CEP120 CEP164 CEP250 CEP290 CEP41 CEP57 CEP78 CEP85L CERKL CERT1 CFAP410 CFAP418 CFH CFHR1 CFHR3 CFI CHAT CHD3 CHD7 CHKA CHM CHMP1A CHN1 CHP1 CHRDL1 CHRNA1 CHRNB1 CHRND CHRNE CHST3 CHST6 CIB2 CKAP2L CLCC1 CLCN2 CLCN4 CLCN6 CLCN7 CLCNKB CLEC3B CLEC7A CLIP2 CLN3 CLN5 CLN6 CLN8 CLP1 CLRN1 CLTC CLTRN CNGA1 CNGA3 CNGB1 CNGB3 CNKSR2 CNNM4 CNTN2 CNTNAP1 COG4 COG5 COL11A1 COL13A1 COL17A1 COL18A1 COL25A1 COL2A1 COL3A1 COL4A1 COL7A1 COL8A2 COL9A1 COL9A2 COL9A3 COPB2 COQ2 COQ7 CORIN COX11 COX6B1 COX7B CPSF3 CRB1 CREBBP CRLS1 CRPPA CRX CRYAA CRYBB1 CRYGC CSF1R CSPP1 CST6 CTC1 CTLA4 CTNNA1 CTNNB1 CTNND1 CTNND2 CTNS CTSD CTSH CWC27 CYFIP2 CYP1B1 CYP27A1 CYP4V2 CYSLTR2 D2HGDH DACT1 DALRD3 DARS2 DBH DCC DCN DCT DDB2 DDR2 DDX3X DHDDS DHX37 DHX38 DIAPH1 DISP1 DKK1 DLAT DLD DLL1 DNAJC13 DNAJC30 DNAJC6 DNM1 DNM1L DNMBP DOCK6 DOCK7 DOHH DOK7 DOLK DPAGT1 DPF2 DPM1 DPP6 DPYD DRAM2 DTNBP1 DTYMK DUSP6 DYRK1A EARS2 EBP EDN3 EDNRA EDNRB EEF1A2 EFEMP1 EIF2B1 EIF2B3 EIF4G1 EIF4H ELMO2 ELN ELOVL1 ELOVL4 ELP4 EMC1 ENG ENPP1 EPCAM EPM2A EPRS1 ERAP1 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ERF ESPN ESR1 ESRRB EXOSC2 EXOSC3 EXOSC8 EXOSC9 EYS FA2H FAM161A FAN1 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FARS2 FAS FBN1 FBN2 FBXO28 FBXW7 FCSK FDFT1 FDX2 FDXR FEZF1 FGF12 FGF13 FGF14 FGF17 FGF8 FGFR1 FGFR2 FGFR3 FH FIG4 FKBP6 FKRP FKTN FLNA FLRT3 FLT1 FLVCR1 FN1 FOXC1 FOXC2 FOXE3 FOXH1 FOXL2 FOXP1 FOXRED1 FRAS1 FREM2 FRMD7 FSCN2 FXN FZD4 FZR1 GABBR2 GABRA2 GABRA5 GABRB1 GABRB2 GABRD GABRG2 GALC GAN GAS1 GATA1 GATA2 GBA1 GDF2 GDF3 GDF6 GGCX GIGYF2 GIPC3 GJA1 GJB2 GJB6 GLB1 GLI2 GLRX5 GLYCTK GM2A GMPPA GMPPB GNA11 GNAQ GNAS GNAT1 GNAT2 GNB1 GNB3 GNS GORAB GP1BA GP1BB GPAA1 GPR101 GPR143 GPR179 GRHL2 GRIK2 GRIN1 GRIN2D GRIP1 GRK1 GRM6 GRM7 GRN GRXCR2 GSN GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GTPBP2 GTPBP3 GUCA1A GUCA1B GUCY2D GUSB H1-4 H3-3A H4C3 H4C9 HADHA HARS1 HCCS HCN1 HCRT HDAC4 HECW2 HESX1 HEXA HEXB HGD HGSNAT HIKESHI HK1 HKDC1 HLA-A HLA-B HLA-DPA1 HLA-DPB1 HLA-DQB1 HLA-DRB1 HMCN1 HMX1 HPDL HPS1 HPS3 HPS4 HPS5 HPS6 HRAS HS6ST1 HSD17B10 HSD17B4 HSD3B7 HSPG2 HTRA2 IBA57 IDH3A IDH3B IDS IFNGR1 IFT140 IFT172 IFT43 IFT74 IFT88 IGBP1 IKBKG IKZF1 IL10 IL12A IL12A-AS1 IL12B IL17F IL17RA IL17RC IL17RD IL23R IL2RA IL2RB IL6ST IMPDH1 IMPG1 IMPG2 INPP5E INVS IQCB1 IQSEC1 ISCA2 ITGA2 ITGA2B ITGB3 ITGB6 ITM2B ITPR1 JAK2 KANSL1 KARS1 KAT6A KCNA1 KCNA2 KCNAB2 KCNB1 KCND3 KCNJ13 KCNN2 KCNQ2 KCNT1 KCNV2 KCTD7 KERA KIAA0586 KIAA1549 KIDINS220 KIF11 KIF14 KIF1A KIF1C KIF21A KIF3B KIF5A KIZ KLHL7 KLRC4 KMT2B KMT2D KRAS KRT12 KRT14 KRT3 KRT5 LAMA1 LAMB2 LAMC3 LAMP2 LARGE1 LCA5 LCAT LETM1 LIFR LIM2 LIMK1 LMBRD2 LMNB1 LONP1 LRAT LRIT3 LRMDA LRP1 LRP2 LRP4 LRP5 LRPAP1 LRRK2 LSS LTBP2 LUZP1 LYRM7 LYST LZTFL1 MAB21L1 MACF1 MAD2L2 MAF MAFB MAG MAGEL2 MAK MALT1 MAP2K1 MAP2K2 MAP3K7 MAPK8IP3 MAPKAPK3 MAPT MARCHF6 MARK3 MBD5 MBTPS2 MC1R MCOLN1 MECR MED12 MED25 MEFV MEN1 MERTK METTL27 MFF MFN2 MFRP MFSD8 MGME1 MICOS13 MICU1 MIR140 MIR184 MIR204 MITF MKS1 MLH1 MLH3 MLX MLXIPL MMACHC MMP1 MMP19 MMP23B MOG MORC2 MPDZ MPL MPLKIP MSH2 MSH6 MSX2 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MT-TC MT-TE MT-TF MT-TH MT-TK MT-TL1 MT-TL2 MT-TN MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTFMT MTHFS MTOR MTR MTRFR MTRR MTTP MUSK MVK MYO5A MYO6 MYO7A MYO9A MYOC NAA10 NAB2 NADK2 NAGA NAPB NARS2 NBAS NCAPG2 NCF1 NDE1 NDN NDNF NDP NDUFA1 NDUFA11 NDUFA6 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB9 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NECAP1 NEDD4L NEK2 NEU1 NEUROD2 NF1 NF2 NFIX NFKB2 NHLRC1 NHLRC2 NHS NLRP1 NLRP3 NMNAT1 NOD2 NODAL NOG NOP56 NOTCH2NLC NOTCH3 NPHP1 NPHP3 NPHP4 NPTX1 NR2E3 NR2F1 NR3C1 NRAS NRL NSMCE2 NTRK2 NUBPL NUS1 NYX OAT OCA2 OCRL OFD1 OGDHL OGT OPA1 OPA3 OPN1LW OPN1MW OPN1SW OSGEP OSTM1 OTX2 OVOL2 P2RY11 P3H2 P4HA2 P4HTM PACS2 PAK2 PALB2 PANK2 PANK4 PARK7 PARS2 PAX2 PAX3 PAX6 PCARE PCDH12 PCDH15 PCNA PCYT1A PCYT2 PDCD1 PDE4D PDE6A PDE6B PDE6C PDE6G PDE6H PDGFB PDHA1 PDPN PDSS2 PDXK PDZD7 PDZD8 PEPD PERCC1 PET100 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PGAP1 PGK1 PHF6 PHGDH PHOX2A PHYH PI4KA PIEZO2 PIGA PIGB PIGN PIGP PIGQ PIGS PIGT PIGU PIGY PIK3CA PIK3R2 PIKFYVE PINK1 PITPNM3 PITX2 PITX3 PLA2G5 PLA2G6 PLCB1 PLCD1 PLCH1 PLEKHM1 PLG PLK4 PLOD1 PLXND1 PMPCB PMS1 PMS2 PNPLA6 PNPT1 POC1B PODXL POGZ POLA1 POLG POLG2 POLH POLR1A POLR1B POLR1C POLR1D POLR2A POLR3GL POMGNT1 POMK POMT1 POMT2 PORCN POU3F4 PPP1R12A PPP2CA PPP2R1A PPP3CA PPT1 PQBP1 PRCD PRDM16 PRDM5 PRDX1 PRIMPOL PRKCZ PRKDC PRKN PRNP PROK2 PROKR2 PROM1 PRORP PROS1 PRPF3 PRPF31 PRPF4 PRPF6 PRPF8 PRPH2 PRPS1 PRR12 PRRT2 PRSS56 PRTN3 PRUNE1 PSAP PSEN1 PSEN2 PSMD12 PTCH1 PTPN2 PTPN22 PUF60 PUM1 PUS3 PXDN PYCR1 PYCR2 RAB11B RAB18 RAB28 RAB3GAP1 RAB3GAP2 RAC1 RAD51 RAD51C RALGAPA1 RAPSN RAX2 RBP3 RBP4 RCBTB1 RD3 RDH11 RDH12 RDH5 REEP6 RERE REV3L RFC2 RFT1 RFWD3 RGR RGS9 RGS9BP RHO RHOA RIC1 RILPL1 RIMS1 RIMS2 RLBP1 RMRP RNASEH1 RNF113A RNF13 RNU12 RNU4ATAC ROM1 RORA RP1 RP1L1 RP2 RP9 RPE65 RPGR RPGRIP1 RPGRIP1L RPS20 RRAS2 RRM2B RS1 RTN4IP1 SAG SALL1 SALL2 SALL4 SAMD12 SAMD9L SAR1B SARDH SATB1 SATB2 SCAPER SCN1A SCN2A SCN3A SCN4A SCN8A SCN9A SCYL1 SDCCAG8 SDHA SDHAF1 SDHB SDHD SELENOI SEMA3A SEMA3E SEMA4A SEPSECS SERPINI1 SETBP1 SETD1A SETD5 SF3B1 SF3B2 SFXN4 SH2B3 SH3BP2 SH3TC2 SHANK3 SHH SIX3 SKI SLC12A3 SLC12A5 SLC13A5 SLC18A3 SLC19A2 SLC1A2 SLC1A3 SLC24A1 SLC24A5 SLC25A1 SLC25A19 SLC25A22 SLC25A24 SLC25A4 SLC25A46 SLC2A1 SLC31A1 SLC35A2 SLC38A3 SLC38A8 SLC39A14 SLC39A4 SLC45A2 SLC4A11 SLC4A2 SLC52A2 SLC5A7 SLC6A19 SLC6A6 SLC7A14 SLX4 SMAD4 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMCHD1 SMG9 SMO SNAP25 SNAP29 SNCA SNRNP200 SNRPN SNX10 SOBP SON SORL1 SOST SOX10 SOX11 SOX2 SOX3 SOX4 SPATA5 SPATA5L1 SPATA7 SPEN SPG11 SPRY4 SPTBN1 SPTBN2 SPTBN4 SRD5A3 SREBF1 SRY SSBP1 ST14 ST3GAL5 STAG2 STAT4 STAT6 STIL STIM1 STOX1 STX1A STX3 SUCLA2 SUFU SUMF1 SUOX SYNGAP1 SYNJ1 SYT1 SYT2 SZT2 TACR3 TACSTD2 TANGO2 TAOK1 TARS1 TASP1 TAT TBC1D20 TBC1D24 TBC1D2B TBCK TBL2 TBX1 TCF4 TCIRG1 TCOF1 TDGF1 TDO2 TEK TELO2 TENM3 TERT TET2 TFE3 TFG TGFB1 TGFBI TGFBR2 TGFBR3 TGIF1 THOC2 THPO THSD1 TIMM8A TIMMDC1 TIMP3 TK2 TLCD3B TLR4 TMEM126A TMEM126B TMEM138 TMEM216 TMEM231 TMEM237 TMEM240 TMEM270 TMEM53 TMEM67 TMEM98 TNF TNFRSF11A TNFSF11 TNFSF4 TOMM40 TOP3A TOPORS TP53 TP53RK TP63 TPP1 TRAF3IP1 TRAF3IP2 TRAF7 TRAK1 TRANK1 TRAPPC11 TRAPPC12 TRAPPC2L TRAPPC9 TREM2 TREX1 TRIM44 TRIO TRIP13 TRNT1 TRPM1 TRRAP TSEN15 TSEN2 TSEN34 TSEN54 TSFM TSPAN12 TTC19 TTC8 TTLL5 TTPA TTR TUB TUBA1A TUBA3D TUBB2B TUBB3 TUBB4A TUBB4B TUBGCP2 TUBGCP4 TUBGCP6 TULP1 TWIST1 TWIST2 TWNK TXNL4A TYMP TYR UBA5 UBAC2 UBE2T UBE4B UCHL1 UFC1 UFM1 UNC119 UROD UROS USH1C USH1G USH2A USP45 USP48 USP8 VAMP1 VAMP2 VCAN VHL VLDLR VPS11 VPS13B VPS13C VPS35 VPS37D VPS4A VPS51 VRK1 VSX1 WAC WARS2 WASF1 WDR11 WDR19 WDR26 WDR45 WDR45B WDR81 WFS1 WHRN WNT10A WT1 WWOX XPA XPC XRCC2 XRCC4 XYLT1 XYLT2 YAP1 YARS1 YEATS2 YIF1B YME1L1 YWHAG YY1 ZEB1 ZEB2 ZFHX4 ZFYVE26 ZIC2 ZMIZ1 ZNF365 ZNF408 ZNF423 ZNF469 ZNF513 ZNHIT3 ZPR1 HP_ABNORMALITY_OF_VISUAL_EVOKED_POTENTIALS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_VISUAL_EVOKED_POTENTIALS AAAS ABCA4 ACOX1 ARHGEF2 ARSA ATP1A3 ATXN1 CLCN7 CLN5 CLN8 CNGB3 COX6B1 CWC27 CYP27A1 DNM1L ELOVL4 EMC1 ERCC6 ERCC8 FXN GALC GJC2 LAMA2 MECR MFF MFN2 MOGS MPDU1 NDRG1 NDUFS4 NOTCH3 OPA1 OSTM1 PLA2G6 POGZ POLG POMGNT1 PROM1 PRPH2 PRPS1 PSAP RAB18 RAB3GAP1 RAB3GAP2 RDH11 SCAPER SLC25A22 SNX10 SPG11 SUCLA2 TBC1D20 TCIRG1 TIMM8A TNFSF11 TTPA TYR ZNHIT3 HP_ABNORMALITY_OF_VITAMIN_A_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_VITAMIN_A_METABOLISM APOB BCO1 CYP7A1 DNAJC21 DZIP1L EFL1 FARSB FOCAD GBA2 GPR35 MST1 MTTP PKHD1 SBDS SEMA4D SLC51B SRP54 TCF4 HP_ABNORMALITY_OF_VITAMIN_B12_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_VITAMIN_B12_METABOLISM ABCD1 ABCD4 ACSF3 ALDH6A1 AMN CASP10 CBLIF CCND1 CD320 CUBN FAS FASLG GRM7 GUCY2C HCFC1 HLA-DQA1 HLA-DQB1 LMBRD1 MMAA MMAB MMACHC MMADHC MMUT MTHFD1 MTR MTRR PRDX1 PRKCD RASGRP1 RNF13 SLC19A1 SUCLA2 SUCLG1 TCN2 HP_ABNORMALITY_OF_VITAMIN_B_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_VITAMIN_B_METABOLISM ABCD1 ABCD4 ACSF3 ALDH4A1 ALDH6A1 AMN CASP10 CBLIF CCND1 CD320 CUBN DHFR DLAT FAS FASLG FTCD GRM7 GUCY2C HCFC1 HLA-DQA1 HLA-DQB1 LMBRD1 MMAA MMAB MMACHC MMADHC MMUT MTHFD1 MTR MTRR OTUD5 PNPLA8 PRDX1 PRKCD RASGRP1 RNF13 SIM1 SLC19A1 SLC46A1 SLC52A1 SPTBN1 SUCLA2 SUCLG1 TCN2 TTR ZNF699 HP_ABNORMALITY_OF_VITAMIN_D_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_VITAMIN_D_METABOLISM ACOX2 ALDH18A1 AMACR CLCN5 COL7A1 CTNS CYP27B1 CYP2R1 CYP3A4 DMP1 DNAJC21 DZIP1L EFL1 ELN ENPP1 FARSB FBLN5 FGF23 FOCAD GALNT2 GALNT3 GALT GATA1 GPR35 HLA-DQA1 HLA-DQB1 IARS1 KL LRP5 MMP1 MST1 MTTP OCRL PKHD1 PTH1R RPL11 RPS10 SBDS SEMA4D SLC10A1 SLC34A1 SLC34A3 SLC37A4 SLC51B SRP54 TCF4 UROS VDR HP_ABNORMALITY_OF_VITAMIN_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_VITAMIN_METABOLISM ABCD1 ABCD4 ACOX2 ACSF3 AKR1D1 ALDH18A1 ALDH4A1 ALDH6A1 AMACR AMN APOB BCO1 CASP10 CBLIF CCND1 CD320 CLCN5 COL7A1 CTNS CUBN CYP27B1 CYP2R1 CYP3A4 CYP7A1 CYP7B1 DHFR DLAT DMP1 DNAJC21 DZIP1L EFL1 ELN ENPP1 FARSB FAS FASLG FBLN5 FGF23 FOCAD FTCD GALNT2 GALNT3 GALT GATA1 GBA2 GPR35 GRM7 GUCY2C HCFC1 HLA-DQA1 HLA-DQB1 IARS1 KL LMBRD1 LRP5 MMAA MMAB MMACHC MMADHC MMP1 MMUT MST1 MTHFD1 MTR MTRR MTTP OCRL OTUD5 PKHD1 PNPLA8 PRDX1 PRKCD PTH1R RASGRP1 RNF13 RPL11 RPS10 SAR1B SBDS SEMA4D SIM1 SLC10A1 SLC19A1 SLC30A10 SLC34A1 SLC34A3 SLC37A4 SLC46A1 SLC51B SLC52A1 SPTBN1 SRP54 SUCLA2 SUCLG1 TCF4 TCN2 TJP2 TTPA TTR UROS VDR ZNF699 HP_ABNORMALITY_OF_VON_WILLEBRAND_FACTOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_OF_VON_WILLEBRAND_FACTOR F8 FOXP2 GP1BA GP1BB GP6 GP9 IKZF5 ITGA2B ITGB3 NBEAL2 SLC37A4 VWF HP_ABNORMALITY_ON_PULMONARY_FUNCTION_TESTING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALITY_ON_PULMONARY_FUNCTION_TESTING ABCC6 ACP5 ACTA1 ACTN2 AGRN AK9 AKT1 ALMS1 ARSB B3GALT6 BAG3 BAP1 BICD2 BTNL2 CD19 CD81 CEACAM3 CEACAM6 CFAP410 CFTR CHCHD10 CHRNA1 CHRNB1 CHRND CHRNE CLCA4 COL13A1 COL2A1 COL6A2 COPA CR2 CRPPA CSF2RA CSF2RB CTLA4 DCTN4 DDR2 DKC1 DLK1 DMD DNAH11 DNAH9 DNASE1L3 DOK7 EDNRA EIF2AK4 ENG FAM111B FARSA FCGR2A FGFR3 FKRP FLNB FRG1 GALNS GCLC GDAP1 GGPS1 GIPC1 GLB1 GNPTAB GSTM3 HCK HES7 HFE HLA-B HLA-DPA1 HLA-DPB1 HLA-DRB1 HMOX1 HPS1 HPS4 ICOS IDS IKZF1 IRF2BP2 ITCH JAG2 KBTBD13 KCNN4 KLHL41 LRP12 LRP4 MAP3K20 MCIDAS MEG3 MEGF10 MESP2 MIF MS4A1 MT-TL1 MT-TL2 MT-TN MT-TS1 MUC5B MUSK MYH7 MYO1H MYOT MYPN NAA10 NDUFAF6 NEB NEK10 NF2 NFKB1 NFKB2 NKX2-1 NLRP3 NOTCH2NLC PARN PDGFB PIEZO2 PIK3CA PLOD1 POGLUT1 PRKCD PRTN3 PTPN22 PUS1 PYROXD1 RAPSN RILPL1 RNF168 RNU4ATAC RPA1 RTEL1 RTL1 SBF2 SCN4A SCNN1A SCNN1B SCNN1G SELENON SERPINA1 SFTPA1 SFTPA2 SFTPC SGCG SLC11A1 SLC12A6 SLC25A21 SLC26A9 SLC34A2 SLC6A14 SLC9A3 SMARCB1 SMARCE1 SMO SMPD1 STAC3 STK36 STX1A SUFU SYNE1 SYT2 TERT TGFB1 TINF2 TNFRSF13B TNFRSF13C TNFSF12 TNNC2 TNNT1 TOR1A TOR1AIP1 TPM2 TPM3 TRAF7 TRAPPC11 TRIP4 TSC1 TSC2 TTN UNC45B VCP WDR19 XYLT1 XYLT2 HP_ABNORMALLY_FOLDED_HELIX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALLY_FOLDED_HELIX ACTB AGO2 AMER1 AMMECR1 ARVCF ASXL2 BCL11A BCOR BHLHA9 BICRA CBL CDK13 CHD7 CHUK CLIC2 COL2A1 COMT CPT2 CREBBP CSNK2A1 CSPP1 DACT1 DDX6 EBF3 EBP EFTUD2 FANCB FBN2 FGFR2 FN1 FOXP2 FREM1 FZD2 GNAI3 GNB1 GP1BB HIRA HOXA2 HSPG2 JMJD1C KANSL1 KCTD1 KIAA0586 KMT2D LONP1 MAPRE2 MED12 NAA10 NARS1 NFIA NFIX PGM2L1 PIGA PIGB PIGL PIGN PLCB4 PPP1CB PPP2R3C PYCR2 RECQL4 RPS23 RREB1 SALL1 SCARF2 SCNM1 SEC24C SEMA3E SLC16A2 SLC26A2 SLC6A8 SMC1A TASP1 TBX1 TBX2 TCF3 TFAP2A TGFB3 TMEM94 TRIO TUBB TWIST1 UFD1 VPS51 ZMYND11 ZNF462 HP_ABNORMALLY_LARGE_GLOBE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALLY_LARGE_GLOBE ADAMTSL1 AKT1 ALKBH8 ARX ATOH7 ATR B3GAT3 CASK CHST3 CHSY1 COL2A1 CPSF1 CYP1B1 DAG1 FBN1 FGFR2 FKRP FKTN FUT8 FZD4 GLIS3 GNAQ KCNJ1 KCNJ6 LARGE1 LRPAP1 LTBP2 MAB21L1 NCAPG2 NDP OCRL PIGV PIK3R2 POMGNT1 POMK POMT1 POMT2 PTEN PXDN SBF2 SH3PXD2B SIX6 TWIST1 WDR26 HP_ABNORMALLY_LAX_OR_HYPEREXTENSIBLE_SKIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALLY_LAX_OR_HYPEREXTENSIBLE_SKIN AARS1 ABCC6 ACD ADAMTS2 ADAMTSL2 AEBP1 AKT3 ALDH18A1 ALG12 ALG8 ANTXR1 ASXL1 ATP6AP1 ATP6AP2 ATP6V0A2 ATP6V1A ATP6V1E1 ATP7A B3GALT6 B3GAT3 B4GALT1 B4GALT7 BAZ1B BCL11B BCL7B BRAF BUD23 C1R C1S CD96 CDK13 CEP55 CFTR CHST14 CHST3 CLIP2 COG7 COL12A1 COL1A1 COL1A2 COL3A1 COL5A1 COL5A2 CSPP1 CSTA DKC1 DLK1 DNAJC30 DSE EBP EED EFEMP2 EHMT1 EIF4H ELN ENPP1 EXT1 EZH2 FBLN5 FBN1 FGD1 FGF20 FGFR2 FGFR3 FIG4 FKBP14 FKBP6 FLNA FOXC1 GATA1 GBA1 GGCX GNB2 GORAB GPX4 GSN GTF2I GTF2IRD1 GTF2IRD2 H1-4 H4C5 HPGD HRAS IARS1 IFT140 IFT43 INSR IPO8 KIAA0586 KMT2C KRAS LIMK1 LTBP1 LTBP4 LZTR1 MAN1B1 MAP2K1 MAP2K2 MAPRE2 MEG3 MEGF8 METTL27 MLXIPL MRAS MRPS16 MRPS22 NAA10 NBAS NCF1 NDUFB10 NDUFB11 NEPRO NPR2 NSD1 OTUD5 PARN PAX2 PDGFRB PEX1 PIK3R1 PITX2 PLOD1 PRDM5 PRMT7 PTDSS1 PTEN PTPN11 PUF60 PYCR1 RAD21 RAF1 RFC2 RIN2 RIT1 RPS6KA3 RTEL1 RTL1 SH3PXD2B SHOC2 SKI SLC25A24 SLC26A2 SLC2A10 SLC39A13 SLC6A8 SLC7A7 SMARCA2 SMARCD2 SON SPINT2 SRD5A3 STX1A SUZ12 TBL1XR1 TBL2 TBX15 TERT TGFB2 TGM5 TINF2 TMEM270 TNXB TRAF7 TRPS1 TUBB TWIST2 VAC14 VPS37D WDR19 WDR35 WDR37 WDR81 WLS XYLT1 XYLT2 YY1 ZNF469 HP_ABNORMALLY_LOW_PITCHED_VOICE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALLY_LOW_PITCHED_VOICE BRD4 EED EZH2 GRIN2A HDAC8 NIPBL NSD1 RAD21 SMC1A SMC3 SRPX2 SUZ12 TRPS1 HP_ABNORMALLY_LOW_T_CELL_RECEPTOR_EXCISION_CIRCLE_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALLY_LOW_T_CELL_RECEPTOR_EXCISION_CIRCLE_LEVEL BCL11B DCLRE1C FOXN1 IL2RG LCP2 RAC2 RPA1 STN1 HP_ABNORMALLY_OSSIFIED_VERTEBRAE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALLY_OSSIFIED_VERTEBRAE ALPL BMPER COL11A2 COL2A1 DYNC2H1 DYNC2I1 DYNC2I2 EBP FLNB HSPG2 IFT80 INPPL1 LBR LEMD3 LFNG NKX3-2 RMRP RNU4ATAC RSPO2 SLC26A2 SOX9 TRAPPC2 TRIP11 VPS35L WDR35 WNT3 HP_ABNORMALLY_SHAPED_CARPAL_BONES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMALLY_SHAPED_CARPAL_BONES COMP DYM EIF2AK3 GDF5 GNPTAB IDH1 KIF22 HP_ABNORMAL_1ST_METACARPAL_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_1ST_METACARPAL_MORPHOLOGY ACVR1 BMPR1B BRD4 CANT1 DLK1 FANCD2 FANCI FIG4 FZD2 GDF5 GNAS HDAC8 HOXA13 IHH LAMA5 LMBR1 MEG3 NIPBL NOG NONO NPR3 PCNT PQBP1 RAD21 RNU4ATAC ROBO1 RTL1 SALL4 SETBP1 SHH SMC1A SMC3 SOX9 SRCAP TRIO VAC14 VPS35L XRCC2 HP_ABNORMAL_2ND_FINGER_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_2ND_FINGER_MORPHOLOGY ANKRD11 BHLHA9 BMP2 BMPR1B CANT1 CHSY1 COL1A1 COL2A1 CSGALNACT1 FGFR2 FIG4 FLNA FOXP2 GDF5 GPC3 GPC4 HNRNPR HOXA13 HOXD13 IFT140 IHH INTU IRX5 KIF15 KNSTRN LFNG MED12 MED25 MEIS2 MYCN NEDD4L NSDHL OPA3 PIK3CD PLOD3 PTRH2 RPL10 RUNX2 SRCAP TGDS TWIST1 HP_ABNORMAL_2ND_METACARPAL_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_2ND_METACARPAL_MORPHOLOGY BMP2 BMPR1B GDF5 GLI3 RUNX2 SALL1 HP_ABNORMAL_3RD_FINGER_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_3RD_FINGER_MORPHOLOGY CHSY1 COL1A1 COL2A1 DLK1 EN1 FGFR2 GDF5 GLI3 GNAS IHH KNSTRN MED25 MEG3 NEDD4L NSDHL PIK3CD PKDCC PLOD3 PTRH2 RTL1 SLC26A2 SMC1A TBX2 TBX3 TWIST1 HP_ABNORMAL_3RD_FINGER_PHALANX_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_3RD_FINGER_PHALANX_MORPHOLOGY CHSY1 COL2A1 FGFR2 GDF5 GNAS NSDHL TWIST1 HP_ABNORMAL_4TH_FINGER_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_4TH_FINGER_MORPHOLOGY ABCC8 ASXL3 COL11A1 COL2A1 FBXW11 GDF5 GLI3 IHH KCNJ11 KDM5B KNSTRN MECOM NARS2 NOG PIK3CD SIN3A SNRPN TBX2 TBX3 TLK2 HP_ABNORMAL_4TH_METACARPAL_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_4TH_METACARPAL_MORPHOLOGY DCHS1 EIF4A3 FAT4 FBXL3 FERMT1 FGF16 FLNA GLI3 GNAS HOXD13 LBR PIGS PORCN PRKG2 PTCH1 SHOX SMOC1 SRY SVBP TBX3 HP_ABNORMAL_5TH_FINGER_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_5TH_FINGER_MORPHOLOGY ABL1 ACVR1 ADNP AFF2 AGO2 AKT1 AKT3 ALDH1A2 ALG12 ALX3 AMER1 AMMECR1 ANKRD11 AP1G1 ARID1A ARID1B ARID2 ARL6 ARMC9 ARPC4 ATG7 ATP2B1 ATP6V1B2 ATR ATRIP ATRX AUTS2 B3GLCT B9D1 B9D2 BAZ1B BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCL7B BCOR BCR BHLHA9 BLM BMP2 BMP4 BMPR1B BPTF BRAF BRAT1 BRCA1 BRCA2 BRD4 BRF1 BRIP1 BUB1 BUB1B BUB3 BUD23 C2CD3 CANT1 CASZ1 CBL CC2D2A CCDC22 CCDC28B CCDC32 CCDC47 CCDC8 CCND2 CCNK CCNQ CD96 CDC45 CDC6 CDH11 CDKN1C CDT1 CENPE CENPJ CEP120 CEP152 CEP19 CEP290 CEP55 CEP57 CFAP418 CHD7 CHRNA7 CHST3 CHSY1 CIBAR1 CITED2 CKAP2L CLCN3 CLIP2 CNOT2 CNOT3 COL11A1 COL27A1 COL2A1 COX4I1 CPLANE1 CREBBP CRKL CSGALNACT1 CSNK2A1 CSPP1 CTCF CUL4B CUL7 DACT1 DDX11 DDX59 DEAF1 DHCR7 DHPS DNA2 DNAJC30 DONSON DPAGT1 DPF2 DSP DVL1 DVL3 DYM DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLT2B EFNB1 EIF4A3 EIF4H ELN EMG1 EP300 ERCC4 ESCO2 EVC EVC2 EXT2 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FBXW11 FGD1 FGF16 FGFR2 FGFR3 FKBP6 FLII FLNA FLNB FLT4 FRA10AC1 FZD2 GABRD GATA1 GATA4 GATA5 GATA6 GDF1 GDF5 GJA1 GJA5 GJA8 GLI2 GLI3 GMNN GNAS GNB2 GPC3 GPC4 GRB10 GTF2I GTF2IRD1 GTF2IRD2 H19 H3-3B H4C3 HDAC4 HDAC8 HIC1 HMGA2 HNRNPH1 HNRNPK HNRNPR HOXA11 HOXA13 HOXD13 HSPG2 HYLS1 IFT122 IFT140 IFT172 IFT27 IFT43 IFT52 IFT74 IFT80 IGF1 IGF2 IHH INPP5E IQCE IQSEC2 IRX5 JAG1 JARID2 JUP KAT6B KAT8 KCNAB2 KCNJ2 KCNK4 KCTD1 KDM1A KDM4B KDM5B KDM6A KDM6B KDR KIAA0753 KIAA0825 KIF15 KIF7 KIFBP KLF13 KMT2A KMT2B KMT2D KPTN KRAS L1CAM LBR LEMD3 LIFR LIG4 LIMK1 LMBR1 LMNB2 LMX1B LTBP1 LUZP1 LZTFL1 LZTR1 MACROH2A1 MAD2L2 MAF MAN1B1 MAP1B MAPK1 MAPK8IP3 MAPRE2 MASP1 MBD5 MBTPS2 MECOM MECP2 MEF2C MEGF8 MEIS2 METTL27 MIA3 MITF MKKS MKS1 MLXIPL MMP23B MRAS MYCN MYL11 NAA10 NAA20 NCF1 NEDD4L NEK1 NEXMIF NFIX NIN NIPBL NKX2-5 NKX2-6 NOG NONO NPHP1 NPR2 NRAS NSD2 NSUN2 NUP37 NUP85 NXN OBSL1 ODC1 OFD1 OGT ORC1 ORC4 ORC6 OTUD5 PACS1 PACS2 PAFAH1B1 PAICS PALB2 PCNT PDE6D PDPN PHF21A PHIP PIEZO2 PIGH PIGL PIGN PIGS PIGY PIK3C2A PIK3R2 PITX1 PKDCC PLAA PLAG1 PLK4 PLXND1 PNPLA6 POLA1 PORCN PPP2R1A PQBP1 PRDM16 PRKACB PRKCZ PRR12 PTEN PTH1R PTPN11 PUF60 PYROXD1 QRICH1 RAB11B RAB18 RAB23 RAC1 RAD21 RAD51 RAD51C RAF1 RAI1 RASA2 RB1 RBBP8 RBM8A RERE REV3L RFC2 RFWD3 RIT1 RNF216 RNU4ATAC ROR2 RPGRIP1 RPGRIP1L RPL10 RRAS RRAS2 RSPRY1 RUNX2 SALL1 SATB2 SC5D SCAPER SCLT1 SCNM1 SDCCAG8 SEMA3E SETBP1 SH3PXD2B SHANK3 SHOX SIAH1 SIK3 SIN3A SKI SLC29A3 SLC2A10 SLC9A7 SLX4 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMO SMOC1 SNRPB SNRPN SOS1 SOS2 SOX11 SOX4 SOX6 SPECC1L SPEN SPOP SPRED1 SPRED2 SRCAP STAG1 STAG2 STX1A SUFU TBC1D24 TBL2 TBX1 TBX15 TBX3 TBX4 TCF20 TCTN1 TCTN2 TCTN3 TELO2 TFAP2A TFAP2B TGDS TGFBR1 TMCO1 TMEM107 TMEM147 TMEM216 TMEM218 TMEM231 TMEM237 TMEM270 TMEM67 TP63 TPR TRAIP TRAPPC9 TRIM32 TRIO TRIP13 TRPM3 TRPS1 TRPV4 TRRAP TTC21B TTC8 TWIST1 TWIST2 TXNDC15 UBA2 UBE2T UBE3A UBE3B UBE4B UBR1 USP7 VPS13B VPS37D WDPCP WDR11 WDR19 WDR35 WDR4 WIPI2 WNT5A WNT7A XRCC2 XRCC4 XYLT1 YWHAE ZC4H2 ZDHHC9 ZFPM2 ZMYM2 ZNF141 ZNF292 ZNF462 HP_ABNORMAL_5TH_FINGER_PHALANX_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_5TH_FINGER_PHALANX_MORPHOLOGY ARID1B ATP6V1B2 BHLHA9 BMP2 BMPR1B COL2A1 DVL1 GATA1 GDF5 GJA1 GNB2 HNRNPR HOXD13 IFT140 IGF2 KIF15 MYCN NIN NOG NPR2 PUF60 RBBP8 ROR2 RUNX2 SMARCB1 SRCAP TFAP2B WNT5A ZNF141 HP_ABNORMAL_5TH_METACARPAL_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_5TH_METACARPAL_MORPHOLOGY BMP2 COL11A2 CSPP1 EIF4A3 FBN1 FERMT1 FGF16 FLNA GNAS HOXD13 KIAA0586 LBR LTBP3 NOG PRKG2 RUNX2 SMOC1 SRCAP SVBP TBX3 HP_ABNORMAL_ABDOMEN_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_ABDOMEN_MORPHOLOGY ABCA1 ABCA12 ABCB11 ABCB4 ABCC2 ABCC6 ABCC8 ABCD3 ABCG8 ABHD5 ABL1 ACADM ACADVL ACAT1 ACOX1 ACTN4 ADA ADA2 ADAMTS3 ADAMTSL2 ADAR AFF4 AGA AGGF1 AGL AGPAT2 AGR2 AKR1D1 AKT1 AKT2 ALAS2 ALDH1A2 ALDOA ALDOB ALG1 ALG13 ALG2 ALG8 ALG9 ALMS1 ALPK1 AMACR ANK1 ANKRD55 ANTXR1 AP3B1 AP3D1 APOA1 APOC2 APOE ARG1 ARHGAP31 ARL13B ARL6IP6 ARSB ARVCF ASAH1 ASL ASS1 ASXL1 ATAD3A ATM ATP5F1A ATP5F1D ATP5F1E ATP5MK ATP6AP1 ATP6AP2 ATP6V1B2 ATP7B ATP8B1 ATPAF1 ATPAF2 ATRX AUH B2M B4GALT1 BAAT BACH2 BAP1 BBS12 BCL11A BCL2 BCL6 BCR BMP2 BMP6 BOLA3 BPGM BRAF BRCA1 BRCA2 BSCL2 BTD BTNL2 BUB1 BUB1B BUB3 C1QBP C2orf69 C4A CA2 CALR CARD11 CASK CASP10 CASP8 CASR CAV1 CAVIN1 CBL CBS CC2D2A CCBE1 CCDC115 CCDC47 CCND1 CCR1 CD19 CD247 CD27 CD28 CD3D CD3E CD40LG CD55 CD70 CD81 CD96 CDAN1 CDIN1 CDKN1C CDKN2A CEP57 CFAP410 CFTR CHD7 CIDEC CLCN7 CLDN1 CLPB CNTNAP2 COA8 COG1 COG4 COG5 COG6 COG7 COL3A1 COMT COX10 COX14 COX4I2 COX5A CPOX CPT1A CPT2 CR2 CSF3R CSPP1 CTC1 CTLA4 CTNNB1 CTNS CTSA CTSK CYBA CYBB CYBC1 CYP7B1 DAXX DCDC2 DCLRE1C DDRGK1 DEF6 DGUOK DHCR24 DHCR7 DHDDS DHFR DIS3L2 DKC1 DLD DLK1 DLL4 DNAJC21 DNASE1L3 DNASE2 DOCK2 DOCK6 DPAGT1 DPM1 DPM2 DYNC2LI1 DZIP1L EARS2 EFL1 EIF2AK3 EIF5A ENPP1 EOGT EPB41 EPB42 EPHB4 EPOR ERAP1 ERBB3 ERCC1 ERCC4 ERCC6 ERCC8 ESCO2 ETFA ETFB ETFDH EWSR1 EXTL3 F5 FAH FAM111A FAM111B FARSA FARSB FAS FASLG FAT4 FBN1 FBP1 FCGR2A FCHO1 FDX2 FERMT3 FGA FGFR2 FH FLI1 FLNC FMO3 FOCAD FOS FOXP3 FOXRED1 FSHR FUCA1 G6PC1 G6PC3 G6PD GAA GALE GALK1 GALM GALNS GALT GATA1 GATA2 GBA1 GBE1 GCDH GCLC GEMIN4 GFM1 GIMAP5 GLB1 GLIS3 GLRX5 GNA11 GNB2 GNE GNMT GNPTAB GNS GP1BA GP1BB GPC3 GPC4 GPD1 GPI GPIHBP1 GPR35 GRIP1 GSN GTF2H5 GUCY2D GUSB GYPC HADHA HAMP HAVCR2 HBA1 HBA2 HBB HBG1 HBG2 HCK HEXB HFE HGSNAT HIRA HJV HK1 HLA-B HLA-DRB1 HMGCL HMGCS2 HMOX1 HNF1A HNF4A HPGD HSD17B4 HSD3B7 HYMAI HYOU1 IARS1 ICOS IDS IDUA IFIH1 IFNG IFNGR1 IFT122 IFT140 IFT172 IGF2 IKBKG IKZF3 IL10 IL12A IL12A-AS1 IL12RB1 IL18BP IL1RN IL23R IL2RA IL2RB IL2RG IL6 IL6ST IL7R INPP5E INPPL1 INSR IRAK1 IRF2BP2 IRF4 IRF5 IRF8 ITCH ITK JAK1 JAK2 JAK3 JAM2 JAM3 JMJD1C KCNH1 KCNJ11 KCNMA1 KCNN3 KCNN4 KCNQ1 KCNQ1OT1 KIF12 KIF1B KIF20A KIF3B KIT KLF1 KLRC4 KPTN KRAS KRT18 LACC1 LAMA5 LARS1 LARS2 LAT LBR LCAT LCK LIG4 LIPA LIPE LMBRD1 LMNA LPIN2 LPL LRBA LRP5 LSM11 LTBP3 LTBP4 LYRM4 LYST LYZ LZTR1 MADD MAGT1 MAN2B1 MAPK8IP3 MARS1 MCM4 MCOLN1 MDFIC MECOM MED12 MEFV MEG3 MET MFN2 MICU1 MIF MKS1 MMAA MMAB MMEL1 MMUT MOGS MPC1 MPI MPIG6B MPL MPV17 MRAS MRPL3 MRPS22 MRPS28 MRPS7 MS4A1 MST1 MT-ATP6 MT-ATP8 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TE MT-TK MT-TL1 MT-TN MT-TS1 MT-TV MT-TW MTO1 MTTP MTX2 MVK MYBPC3 MYD88 MYL2 MYO5B MYORG MYPN NAB2 NAE1 NAGA NAGLU NAGS NBEAL2 NCF1 NCF2 NCF4 NCKAP1L NDUFA1 NDUFA11 NDUFA2 NDUFA6 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB9 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NEK8 NEU1 NFKB1 NFKB2 NFKBIA NGLY1 NHLRC2 NHP2 NIPBL NLRC4 NLRP1 NLRP12 NLRP3 NOD2 NOP10 NOTCH1 NOTCH2 NPC1 NPC2 NPHP3 NPM1 NR1H4 NRAS NSD2 NUBPL OAS1 OCLN OSTM1 OTC OTUD5 PALB2 PALLD PARN PC PCCA PCCB PCK1 PDGFB PDGFRA PDGFRB PEPD PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PGM1 PHKA2 PHKB PHKG2 PHYH PIBF1 PIEZO1 PIGA PIGL PIGM PIGS PIK3C2A PIK3CA PIK3CD PIK3CG PIK3R1 PKD2 PKHD1 PKLR PLAGL1 PLEKHM1 PLVAP PMM2 PNP PNPLA2 POLD1 POLG POLG2 POU2AF1 PPARG PPP1R21 PRF1 PRG4 PRKAG2 PRKAR1A PRKCD PRKCSH PSAP PSMB10 PSMB4 PSMB8 PSMB9 PSMG2 PSTPIP1 PTEN PTH1R PTPN11 PTPN2 PTPN22 PTPRC PTRH2 PUS7 PYGL RAB27A RABL3 RAC2 RAF1 RAG1 RAG2 RASA2 RASGRP1 RBCK1 RBM8A RBPJ REL RFT1 RFX6 RHAG RHBDF2 RHCE RHD RINT1 RIPK1 RIT1 RMND1 RMRP RNASEH2A RNASEH2B RNASEH2C RNU4ATAC RNU7-1 RORC RPGRIP1L RRAS RRAS2 RREB1 RTEL1 RTL1 RUNX1 SAA1 SAMD9L SAMHD1 SASH3 SAT1 SBDS SC5D SCARB2 SCN4A SCO1 SCO2 SCYL1 SDHD SEC23B SEC24C SEC63 SEMA4D SEMA7A SERPINA1 SF3B1 SGSH SH2B3 SH2D1A SKIC2 SKIC3 SLC17A5 SLC20A2 SLC22A5 SLC25A1 SLC25A13 SLC25A15 SLC25A19 SLC25A20 SLC29A3 SLC2A1 SLC2A2 SLC30A10 SLC34A2 SLC35C1 SLC37A4 SLC38A3 SLC39A4 SLC40A1 SLC4A1 SLC7A7 SLCO2A1 SMAD3 SMAD4 SMPD1 SNX10 SNX14 SOCS1 SOS1 SOS2 SOX10 SOX18 SP110 SPIB SPP1 SPRED2 SPTA1 SPTB SPTBN1 SRP54 SRSF2 STAT1 STAT3 STAT4 STAT6 STEAP3 STX11 STXBP2 SUCLG1 SUMF1 SURF1 SYK TALDO1 TAPT1 TBX1 TBXAS1 TCF3 TCF4 TCIRG1 TCN2 TERC TERT TET2 TFAM TFAP2A TFE3 TGFB1 THPO THSD1 TIMMDC1 TINF2 TKFC TKT TLR4 TLR8 TMEM126B TMEM165 TMEM67 TMEM70 TNFRSF11A TNFRSF13B TNFRSF13C TNFRSF1A TNFRSF1B TNFRSF4 TNFRSF9 TNFSF11 TNFSF12 TNFSF15 TNNI3 TNNT2 TNPO3 TOGARAM1 TOM1 TP53 TPI1 TPP2 TRAC TRAPPC11 TREX1 TRIM37 TRIP13 TRMU TRNT1 TRPV6 TSC1 TSC2 TSFM TTC26 TUFM TULP3 TYMS UBAC2 UBR1 UCP2 UFD1 UMPS UNC13D UQCRB UROD UROS USB1 USP18 USP53 VIPAS39 VPS11 VPS13A VPS33A VPS33B VPS45 VPS4A WDR1 WDR19 WDR35 WRAP53 WT1 XIAP XK XPR1 XRCC4 XYLT1 YARS1 YARS2 YME1L1 ZAP70 ZFYVE19 ZIC3 ZNF699 ZNFX1 HP_ABNORMAL_ACETABULUM_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_ACETABULUM_MORPHOLOGY AP3B1 AP4B1 AP4E1 AP4M1 AP4S1 ARSB ARSK B3GALT6 BGN CANT1 CCN6 CENPJ CEP120 CHD4 CHRNG COG1 COL10A1 COL1A1 COL1A2 COL25A1 COL2A1 COMP CRTAP CSGALNACT1 CSPP1 DYM DYNC2H1 DYNC2I1 DYNLT2B EIF4A3 ERCC1 ERGIC1 EVC EVC2 EXTL3 FBN1 FGFR2 FGFR3 FIG4 FKBP10 FLNB GATA1 GLB1 GNPTAB GPX4 GUSB HOXA11 HSPG2 HYAL1 IFIH1 IFT52 INPPL1 KIAA0586 LAMA5 LYSET MATN3 MMP2 MYO18B NANS NRCAM PAM16 PLOD1 POLR1A PTH1R RAB23 RAB33B RINT1 RNU4ATAC RPS15A SCYL2 SERPINF1 SLC26A2 SLC35A3 SLC35D1 SMAD3 SMARCAL1 TBX4 TGFB2 TGFBR2 TIMM22 TMEM67 TONSL TRIP11 TRPV4 UFSP2 VPS33A WDR19 WDR35 XYLT1 HP_ABNORMAL_ACTIVITY_OF_MITOCHONDRIAL_RESPIRATORY_CHAIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_ACTIVITY_OF_MITOCHONDRIAL_RESPIRATORY_CHAIN AARS2 ACAD9 AFG3L2 AGK AIFM1 ATP5F1A ATP5F1D ATP5F1E ATPAF2 BCS1L BOLA3 C1QBP CARS2 CDK5 CHCHD10 COA3 COA5 COA6 COA8 COX16 COX20 COX4I1 COX5A COX6A2 CRLS1 CYC1 DGUOK EARS2 ELAC2 FBXL4 FDX2 FLAD1 FOXRED1 GATC GFER GFM1 GFM2 GTPBP3 HACD1 IBA57 ISCA2 ISCU KARS1 LRPPRC LYRM7 MECR MGME1 MIEF2 MPV17 MRM2 MRPL12 MRPS14 MRPS16 MRPS22 MRPS23 MRPS25 MT-ND1 MT-ND2 MT-ND3 MT-TE MT-TL1 MTFMT MTO1 MTRFR NARS2 NAXE NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA4 NDUFA6 NDUFA8 NDUFA9 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF6 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB7 NDUFB8 NDUFB9 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NFS1 NFU1 NSUN3 NUBPL PET100 PET117 POLG PTCD3 PUS1 QRSL1 RARS2 RRM2B SCN4A SCO2 SDHA SDHB SDHD SFXN4 SLC25A10 SLC25A26 SLC25A4 SLC39A8 SUCLA2 SUCLG1 TIMM22 TIMM50 TIMMDC1 TK2 TMEM126B TMEM70 TRIT1 TRMT5 TRMU TSFM TTC19 TXN2 UQCC2 UQCC3 UQCRB UQCRH UQCRQ VARS2 YARS2 HP_ABNORMAL_ADIPOSE_TISSUE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_ADIPOSE_TISSUE_MORPHOLOGY AARS1 ABCC6 ABCC9 ACTB ACTC1 ACTN2 ADA2 ADAMTS2 ADAMTSL2 ADAR AGPAT2 AKT1 AKT2 ALB ALG11 ALG12 ALG3 ALG8 ALG9 ALMS1 ALX1 ALX3 ANKRD1 AP2S1 APC ARMC5 ATP6V0A2 ATP6V1A ATP6V1E1 ATRX B4GALT7 BAG3 BAG5 BANF1 BLM BMPR1A BRAF BSCL2 CAP2 CARS1 CASP10 CAV1 CAVIN1 CCL2 CDC73 CDH23 CDKN1A CDKN1B CDKN2B CDKN2C CHCHD10 CIDEC CLMP COL1A1 COL1A2 COL3A1 COQ6 CRYAB CSRP3 DDOST DES DMD DNASE2 DOLK DPAGT1 DSG2 DSP EMD ENPP1 ERCC2 ERCC3 ERCC4 ERCC6 ERCC8 FAS FASLG FBN1 FGFR1 FH FHL1 FHL2 FKTN FLCN FLNA FOS FUCA1 FUZ G6PC3 GATAD1 GNA11 GNAS GNB2 GRM7 GTF2E2 GTF2H5 H4C5 HAND2 HAVCR2 HEPACAM IFIH1 IGF1R IKBKG INPP5K INSR JPH2 KCNJ6 KCNK9 KCTD1 KIF11 KLLN KRAS LAMA4 LCK LDB3 LEMD2 LEMD3 LIPE LMF1 LMNA LMNB2 LMOD2 LSM11 LZTR1 MAD1L1 MC4R MEFV MEN1 MFN2 MPLKIP MSTO1 MT-ND5 MT-RNR1 MT-TF MT-TH MT-TK MT-TL1 MT-TP MT-TQ MT-TS1 MT-TS2 MTX2 MYBPC3 MYH6 MYH7 MYPN MYSM1 NAA10 NEXN NF2 NR3C1 OTULIN PCSK1 PDE11A PDGFRB PHGDH PIK3CA PIK3R1 PLIN1 PLN PMM2 POLD1 POLR3A POMC POMP PORCN PPARG PPCS PPP1R15B PRDM16 PRIM1 PRKACA PRKAR1A PRKCD PSEN1 PSEN2 PSMB4 PSMB8 PSMB9 PSMG2 PTEN PTF1A RAF1 RASGRP1 RBM20 RBM28 RNASEH2A RNASEH2B RNASEH2C RNF113A RNU7-1 RPL10 RPL3L SAMHD1 SCN5A SDHA SDHB SDHC SDHD SEC23B SGCD SKI SLC25A24 SLC29A3 SLC2A2 SMARCB1 SOX18 SPRED1 SPRTN SYNE1 SYNE2 TAF1 TAF1A TAFAZZIN TARS1 TBL1XR1 TBXT TCAP TGFB1 TGFB3 TMEM43 TMPO TNNC1 TNNI3 TNNT2 TOP3A TP53 TPM1 TREM2 TREX1 TRMT10A TTN TWIST2 TXNRD2 TYROBP USF3 USP48 USP8 VANGL1 VANGL2 VCL VDR VEZF1 VPS4A WRN ZMPSTE24 ZSWIM6 HP_ABNORMAL_AGGRESSIVE_IMPULSIVE_OR_VIOLENT_BEHAVIOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_AGGRESSIVE_IMPULSIVE_OR_VIOLENT_BEHAVIOR ABCA12 ABCA2 ADAT3 ADNP ADSL AFF2 AGO1 AGO2 ALDH4A1 ALDH5A1 ALG13 ALG14 AMT ANK3 AP1G1 AP1S2 APC2 ARID1A ARID1B ARID2 ARPC4 ARX ASXL3 ATG7 ATP13A2 ATP1A1 ATP1A2 ATP1A3 ATP6V0A1 ATP7B ATP9A ATRX ATXN10 AUH BCAP31 BCL11A BCOR BCORL1 BPTF BRF1 C12orf4 C12orf57 CACNA1A CACNB4 CAMK2B CAMK2G CAMTA1 CASK CASZ1 CDC42BPB CDH2 CDKL5 CEP104 CEP152 CEP290 CEP85L CHD2 CHD5 CHD7 CHD8 CHKA CHMP2B CILK1 CLCN2 CLCN3 CLCN4 CLN3 CLN5 CLTCL1 CNTNAP2 CRB1 CRBN CREBBP CTNNB1 CUL4B CUX2 CYP27A1 DCDC2 DCHS1 DDX3X DEAF1 DGCR2 DGCR6 DGCR8 DHCR7 DMXL2 DNM1 DNM1L DNMT3A DPAGT1 DPF2 DPYD DPYSL5 DYNC1I2 DYRK1A EBP ECM1 EEF1A2 EFHC1 EHMT1 EIF2S3 ELP2 ENTPD1 EP300 ESS2 FAT4 FBXL3 FBXW11 FGF14 FIG4 FLII FMO3 FMR1 FOXG1 FOXP1 FRMPD4 FRRS1L FTSJ1 GABBR2 GABRA1 GABRB3 GABRD GAMT GATAD2B GDAP2 GJA5 GJA8 GJB2 GLDC GLS GNAO1 GNB1 GNS GRIA1 GRIA2 GRIA3 GRIK2 GRIN1 GRIN2A GRM7 GRN GUCY2D H4C5 HDAC4 HDC HECTD4 HECW2 HEPHL1 HERC2 HIVEP2 HNRNPH2 HPRT1 HSD17B10 HSPG2 HTR2A HTRA1 HTT IFNG IMPA1 INPP5E IQSEC1 IQSEC2 JARID2 JRK KARS1 KAT5 KCNA1 KCNAB2 KCNQ3 KCNT1 KDM3B KDM4B KDM5B KDM5C KIF11 KIF15 KIF5C KMT2A KMT2C KMT2E KMT5B KNL1 KPTN LARP7 LEPR LINGO1 LINS1 LMAN2L LUZP1 MAB21L1 MADD MAGEL2 MAN1B1 MANBA MAOA MAPK1 MAPK10 MAPT MBD5 MECP2 MED12 MED12L MED13L MED25 METTL5 MGAT2 MKRN3 MMP23B MYT1L NAA10 NAGLU NAGS NALCN NAT8L NAXD NBEA NDE1 NDN NDP NDST1 NEUROD2 NEXMIF NFASC NFIB NFIX NIPA1 NIPA2 NIPBL NKAP NMNAT1 NONO NPAP1 NRCAM NSD1 NSD2 NSDHL NTNG2 NTRK1 OCA2 OCRL ODC1 OPHN1 PACS1 PAH PAK3 PANK2 PCDH19 PDE2A PDPN PGM2L1 PHIP PIDD1 PIGF PIGH PIGL PIGP PIGQ PIGY PLA2G6 PNKP POGZ POU4F1 PPP2CA PPP2R5D PRDM16 PRKAR1B PRKCZ PRNP PRODH PRRT2 PSEN1 PSMB1 PSMD12 PTCHD1 PUS3 PUS7 PWAR1 PWRN1 PYCR2 RAI1 RBBP8 RBL2 RERE RFX7 RHOBTB2 RLIM RNU7-1 RORB RPE65 RPL10 RPS6KA3 RTTN RUSC2 SARS1 SASS6 SATB2 SCN1A SCN1B SCN2A SETBP1 SETD1A SETD2 SH2B1 SHANK3 SHMT2 SHQ1 SIK1 SIM1 SIN3A SKI SLC1A3 SLC1A4 SLC25A13 SLC25A22 SLC2A1 SLC2A3 SLC32A1 SLC52A2 SLC6A17 SLC6A4 SLC6A8 SLITRK1 SLITRK2 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMG8 SNORD115-1 SNORD116-1 SNRPN SOX11 SOX4 SOX5 SPAST SPATA5 SPEN SPOP SPR SPTBN1 SQSTM1 SRCAP STEEP1 STT3A SUCLG1 SUPT16H SVBP SYN1 SYT1 TAOK1 TBC1D23 TBP TBX1 TCF20 TCF4 TDO2 TFE3 THOC2 TIMM50 TKT TMCO1 TMEM106B TMEM147 TMEM222 TMEM231 TMEM240 TMEM67 TRAPPC10 TREM2 TREX1 TRIM8 TRIO TRIP12 TSC1 TSC2 TTC19 TTC5 TTI2 TUBG1 TULP1 TYROBP UBE2A UBE3C UBE4A UBE4B UBTF UNC80 UQCC2 UROC1 USP7 USP9X VAMP2 VCP VPS13A VPS16 WAC WARS2 WASF1 WASHC4 WDR45 WDR62 ZBTB20 ZMIZ1 ZMYND11 HP_ABNORMAL_ALPHA_GRANULES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_ALPHA_GRANULES GATA1 GFI1B IKZF5 NBEAL2 RUNX1 HP_ABNORMAL_ANATOMIC_LOCATION_OF_THE_HEART https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_ANATOMIC_LOCATION_OF_THE_HEART ACVR2B AHI1 ANKS6 ARL13B ARL2BP ARL3 ARMC9 B9D1 B9D2 BCOR CBY1 CC2D2A CCDC103 CCDC39 CCDC40 CCDC65 CCNO CDH2 CEP104 CEP120 CEP290 CEP41 CFAP221 CFAP298 CFAP300 CFAP45 CFAP52 CFAP53 CFAP74 CFC1 CIROP COL18A1 CPLANE1 CRELD1 CSPP1 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAL1 DNAL4 DRC1 DYNC2LI1 EVC EVC2 FANCB FOXJ1 GAS2L2 GAS8 GATA4 GDF1 GLI1 HES7 HYDIN HYLS1 IFT74 INPP5E INVS IRF6 KATNIP KIAA0586 KIAA0753 LMBRD1 LMNA LRRC56 LZTFL1 MCIDAS MEGF8 MKS1 MMP21 MNS1 MSX1 MYRF NECTIN1 NEK10 NEK8 NME5 NME8 NODAL NPHP3 ODAD1 ODAD2 ODAD3 ODAD4 OFD1 OTX2 PACS2 PAK2 PDE6D PIBF1 PIEZO2 PKD1L1 PKD2 PQBP1 PRKACA PRKACB PRRX1 ROBO1 RPGR RPGRIP1 RPGRIP1L RSPH1 RSPH3 RSPH4A RSPH9 RTTN SH2B1 SLC19A2 SLC38A3 SMAD2 SPAG1 SPEF2 SRCAP STK36 SUFU TCTN1 TCTN2 TCTN3 TGDS TMEM107 TMEM216 TMEM218 TMEM231 TMEM237 TMEM67 TOGARAM1 TP63 TTC12 TTC26 TTC8 TXNDC15 UBR1 WT1 ZIC3 ZMPSTE24 ZMYND10 ZNF423 HP_ABNORMAL_ANKLE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_ANKLE_MORPHOLOGY ACTA1 ADGRV1 ALAD ANGPT2 ANKRD55 ANO5 APC2 ATP5F1D C18orf32 C19orf12 CAPN3 CARS1 CD247 CHMP1A CLCN5 COL10A1 COL12A1 COL25A1 COL6A1 COL6A2 COL6A3 CYP27B1 CYP2R1 DAG1 DDR2 DNMT3A DPM1 DYRK1A ERGIC1 ERLIN2 ESCO2 EXT1 EXT2 FIG4 FKBP10 FLNA FLT4 GABRD GABRG2 GJC2 HACD1 HCN1 HNRNPH1 IDH1 IL2RA IL2RB ITGA7 KLHL9 LGI4 LIFR MAFB MAN2B1 MAP3K20 MMP2 MYL2 NEB NFATC2 NONO NSD1 NT5C2 ORAI1 PI4KA PIEZO1 PNPT1 PSAT1 PTPN2 PTPN22 RAB3GAP2 REEP1 RPL10 RTTN RYR1 SCN1A SCN1B SCN2A SCN9A SCYL2 SELENON SETD2 SGCA SLC1A4 SLC34A3 SPG11 SPTBN4 STAT4 STX1B SVIL SYT2 TNNT1 TOR1AIP1 TPM2 TPM3 UBA1 VARS1 VDR HP_ABNORMAL_ANKLE_PHYSIOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_ANKLE_PHYSIOLOGY AARS1 ABCD1 ADGRG1 ANO10 ATL1 ATP6AP2 CAPN1 CARS1 CCDC88C CD40LG COL6A1 COL6A2 COL6A3 COMP CYP27A1 CYP7B1 ERLIN2 FA2H FGF13 FLNA GALC GBA2 GFM2 GLI3 HTT KIF1A KIF1C KIF5A KLC2 KPNA3 LMNA MAP3K7 MARS1 MFN2 NDUFS8 NIPA1 OCA2 PEX16 PI4KA PIGT PLA2G6 POU3F4 PSAP PYCR2 RAB18 REEP1 RTN2 SAMD9L SELENOI SLC16A2 SLC1A4 SLC39A14 SLC52A3 SMG9 SOD1 SPART SPAST SPG11 SPTBN2 STUB1 SYNE1 TCEAL1 TIMM8A UBE3A UCHL1 VAC14 VCP ZFYVE27 ZMPSTE24 HP_ABNORMAL_ANTERIOR_CHAMBER_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_ANTERIOR_CHAMBER_MORPHOLOGY ADAMTS10 ADAMTS17 ANKRD55 ANTXR1 ASPH ATOH7 B3GLCT CD247 CHRDL1 CHST14 COL18A1 COL8A2 COLEC10 COLEC11 CYP1B1 EFEMP1 ELMO2 FBN1 FOXC1 FOXE3 FZD4 GRHL2 HMX1 IL2RA IL2RB JAG1 LARGE1 LCA5 LOXL1 LRAT LRP5 LTBP2 MASP1 MIR204 MITF MYOC NDP OVOL2 PAX6 PGAP2 PGAP3 PIGL PIGO PIGV PIGW PIGY PIK3R1 PITX2 PTPN2 PTPN22 PXDN RAB18 RPE65 SPATA7 SRCAP STAT4 TSPAN12 VSX1 ZEB1 HP_ABNORMAL_ANTERIOR_EYE_SEGMENT_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_ANTERIOR_EYE_SEGMENT_MORPHOLOGY AAAS AARS1 AASS ABCA1 ABCA12 ABCA2 ABCA4 ABCB6 ABCD1 ABCG8 ABHD12 ABHD5 ACADS ACTA2 ACTB ACTG1 ADA2 ADAMTS10 ADAMTS17 ADAMTS18 ADAMTSL1 ADAMTSL4 ADAR ADGRV1 ADNP AEBP1 AFF4 AGA AGBL1 AGBL5 AGK AHI1 AHR AIPL1 AIRE AKT1 ALDH18A1 ALDH3A2 ALDH6A1 ALDOB ALG2 ALG3 ALG8 ALMS1 ALOX12B ALOXE3 ALX1 ALX3 AMACR AMER1 AMMECR1 ANAPC1 ANK1 ANKRD11 ANKRD55 ANO1 ANO10 ANTXR1 AP1B1 AP1S1 AP3B1 AP3D1 APC APC2 APOA1 APOA2 APOB APOE ARCN1 ARHGAP31 ARHGEF18 ARHGEF2 ARID1B ARL13B ARL2 ARL2BP ARL3 ARL6 ARL6IP6 ARMC9 ARPC4 ARSB ARSG ARSL ARVCF ASAH1 ASH1L ASPH ATAD3A ATOH7 ATP10A ATP11A ATP5F1A ATP5F1D ATP5F1E ATP5MK ATP6V1A ATP6V1B2 ATP7B ATP8A2 ATPAF1 ATPAF2 B3GALNT2 B3GALT6 B3GAT3 B3GLCT B4GALNT1 B4GAT1 B9D1 B9D2 BAP1 BAZ1B BBIP1 BBS1 BBS2 BBS9 BCAP31 BCL7B BCOR BCS1L BDNF BEST1 BFSP1 BFSP2 BLOC1S3 BLOC1S5 BLOC1S6 BLTP1 BMP4 BRCA1 BRCA2 BRCC3 BRD4 BRF1 BRIP1 BTNL2 BTRC BUB1 BUB1B BUB3 BUD23 C12orf57 C1QBP C1QTNF5 C4A CA4 CA8 CACNA1F CAMK2B CAMSAP1 CAMTA1 CANT1 CARS1 CASK CASZ1 CAV1 CBS CBY1 CC2D2A CCDC22 CCDC28B CCDC47 CCR1 CD247 CDH11 CDH2 CDH23 CDHR1 CDON CENPF CEP104 CEP120 CEP164 CEP290 CEP41 CEP57 CEP78 CERKL CERS3 CFAP410 CFAP418 CHD3 CHD4 CHD7 CHMP1A CHMP4B CHN1 CHRDL1 CHST14 CHST3 CHST6 CHSY1 CHUK CIB2 CLDN11 CLDN16 CLDN19 CLIP2 CLN3 CLPB CLRN1 CLTCL1 CNBP CNGA1 CNGA3 CNGB1 CNGB3 COG4 COL11A1 COL11A2 COL17A1 COL18A1 COL1A1 COL1A2 COL25A1 COL2A1 COL3A1 COL4A1 COL4A3 COL4A4 COL4A5 COL4A6 COL5A1 COL5A2 COL7A1 COL8A2 COL9A1 COL9A2 COL9A3 COLEC10 COLEC11 COMT COPB1 COQ2 COQ6 COX7B CPAMD8 CPLANE1 CPLX1 CPT2 CRB1 CREBBP CRLF1 CRPPA CRX CRYAA CRYAB CRYBA1 CRYBA2 CRYBA4 CRYBB1 CRYBB2 CRYBB3 CRYGB CRYGC CRYGD CRYGS CSPP1 CTBP1 CTC1 CTCF CTDP1 CTNNB1 CTNS CTSA CYP1B1 CYP27A1 CYP4V2 CYP7B1 CYSLTR2 DACT1 DAG1 DCN DCT DDB2 DDR2 DDX6 DEAF1 DGCR2 DGCR6 DGCR8 DGUOK DHCR7 DHDDS DHX38 DIS3L2 DISP1 DKC1 DLL1 DLL4 DLST DLX5 DLX6 DMPK DNAI1 DNAJC21 DNAJC30 DNM1L DNMBP DNMT1 DOCK6 DPAGT1 DPYD DPYSL5 DSE DSG4 DST DTNBP1 DYM DYNC2H1 DYNC2I1 DYNC2I2 DYRK1A EBF3 EBP EDC3 EDEM3 EDN3 EDNRB EED EFEMP1 EFEMP2 EHMT1 EIF2B2 EIF4H ELMO2 ELN ELP1 ELP4 EMC1 ENTPD1 EOGT EP300 EPCAM EPG5 EPHA2 EPHX2 EPS15L1 ERAP1 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ERF ESCO2 ESPN ESS2 ETFA ETFB ETFDH EXOSC2 EXOSC5 EYS FAM111A FAM111B FAM161A FAM50A FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAR1 FAS FBLN5 FBN1 FBN2 FBXL4 FBXW11 FBXW4 FBXW7 FDXR FERMT1 FGD1 FGF10 FGF3 FGF5 FGF8 FGFR1 FGFR2 FGFR3 FGFRL1 FH FIBP FIG4 FKBP14 FKBP6 FKRP FKTN FLG FLI1 FLII FLNA FLNB FLVCR1 FOXC1 FOXC2 FOXE3 FOXH1 FOXL2 FRAS1 FSCN2 FTL FUCA1 FUT8 FYCO1 FZD4 GABRD GALK1 GALM GALNS GALNT2 GALT GAS1 GATA1 GATAD2B GBA1 GBA2 GCNT2 GDF3 GDF6 GEMIN4 GFAP GFER GHR GJA1 GJA3 GJA5 GJA8 GJB2 GJB3 GJB4 GJB6 GLA GLB1 GLI2 GLIS3 GLRB GMPPA GMPPB GNA11 GNAQ GNAS GNB5 GNPAT GNPTAB GNPTG GORAB GP1BB GPC3 GPR143 GRHL2 GRIA1 GSN GSR GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GTPBP2 GUCA1B GUCY2D GUSB GZF1 H1-4 H19 HARS1 HCCS HDAC4 HDAC8 HEATR3 HERC2 HEY2 HGSNAT HHAT HIRA HK1 HLA-A HLA-B HLA-DRB1 HLCS HMGB3 HMX1 HNRNPA1 HNRNPA2B1 HNRNPDL HPS1 HPS4 HPS5 HPS6 HRAS HS2ST1 HSF4 HSPA9 HSPG2 HTRA2 HYCC1 HYLS1 IARS2 IDH1 IDH3A IDH3B IDS IDUA IFIH1 IFNGR1 IFT140 IFT172 IFT74 IFT80 IFT88 IGBP1 IGF1R IKBKG IKZF1 IL10 IL12A IL12A-AS1 IL23R IL2RA IL2RB IL6ST IMPDH1 IMPG1 IMPG2 INPP5E INPP5K INTS1 INVS IQCB1 IQSEC2 ITM2B ITPA ITPR1 JAG1 JAM2 JAM3 JMJD1C KANSL1 KAT6A KATNIP KCNA4 KCNAB2 KCNH1 KCNJ13 KCNMA1 KCNN3 KCNV2 KCTD1 KDM5B KDM6A KDSR KERA KIAA0586 KIAA0753 KIAA1549 KIDINS220 KIF11 KIF1B KIF21A KIFBP KIT KITLG KIZ KLHL7 KLLN KLRC4 KMT2B KMT2C KMT2D KRAS KRT12 KRT14 KRT25 KRT3 KRT5 KRT71 KRT74 KRT81 KRT83 KRT86 LAMA3 LAMB1 LAMB2 LAMB3 LAMC2 LARGE1 LAS1L LBR LCA5 LCAT LDHD LDLR LEMD2 LETM1 LIFR LIG3 LIG4 LIM2 LIMK1 LIPC LIPH LMBRD2 LMNA LMX1B LONP1 LOX LOXL1 LOXL3 LPAR6 LRAT LRMDA LRP2 LRP4 LRP5 LSM11 LSS LTBP1 LTBP2 LUZP1 LYST LZTR1 MAB21L1 MAB21L2 MAD2L2 MAF MAFA MAFB MAG MAGEL2 MAK MAN2B1 MAP2K2 MAP3K7 MAPK1 MAPK8IP3 MAPKAPK5 MAPRE2 MARK3 MASP1 MAT2A MAX MBD5 MBTPS1 MBTPS2 MC1R MCOLN1 MDH2 MECP2 MED11 MED12L MED13L MED25 MED27 MEFV MEGF8 MERTK METTL27 MFAP5 MFRP MINPP1 MIP MIPEP MIR184 MIR204 MITF MKRN3 MKS1 MLPH MLXIPL MMP1 MMP14 MMP2 MMP23B MOCS1 MOCS2 MORC2 MPDZ MPLKIP MPV17 MPZ MRPS28 MSH6 MSMO1 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND5 MT-ND6 MT-TC MT-TE MT-TF MT-TK MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTAP MTSS2 MTTP MVK MYH11 MYH9 MYLK MYMK MYO1H MYO5A MYO7A MYOC MYORG MYSM1 NAA10 NACC1 NAGA NAXD NCAPG2 NCF1 NDN NDP NDUFB11 NEK2 NEK9 NELFA NEU1 NEUROD2 NF1 NF2 NFIX NGLY1 NHP2 NHS NIPAL4 NIPBL NLRP1 NLRP3 NMNAT1 NOD2 NODAL NOG NOP10 NOTCH1 NOTCH2 NOTCH3 NPAP1 NPHP1 NPHP3 NPHP4 NPM1 NR2E3 NR2F1 NRAS NRCAM NRL NSD1 NSD2 NSUN2 NTRK1 NUP188 OAT OCA2 OCLN OCRL OFD1 OPA1 OPA3 OPN1LW OPN1MW OTUD5 OTX2 OVOL2 P3H2 P4HTM PACS2 PAH PAK2 PALB2 PANK4 PARN PAX2 PAX3 PAX6 PBX1 PCARE PCDH15 PCSK9 PCYT1A PDE4D PDE6A PDE6B PDE6D PDE6G PDGFB PDGFRB PDPN PDZD7 PDZD8 PERCC1 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PGAP2 PGAP3 PHF6 PHGDH PHOX2A PHOX2B PHYH PIBF1 PIEZO2 PIGG PIGL PIGN PIGO PIGQ PIGT PIGV PIGW PIGY PIK3C2A PIK3CA PIK3R1 PIKFYVE PITX2 PITX3 PLCB3 PLCG2 PLEC PLK4 PLOD1 PLOD3 PLXND1 PMM2 PMP22 PNPLA1 PNPLA6 PNPT1 POGZ POLA1 POLG POLG2 POLH POLR1B POLR1C POLR1D POLR3A POLR3GL POMGNT1 POMGNT2 POMK POMT1 POMT2 PORCN POU6F2 PPP1R12A PPP1R17 PPP2CA PPP2R5D PQBP1 PRCD PRDM12 PRDM16 PRDM5 PRDX3 PRG4 PRIM1 PRKAG2 PRKAR1A PRKAR1B PRKCZ PRKG1 PRMT7 PROM1 PRPF3 PRPF31 PRPF4 PRPF6 PRPF8 PRPH2 PRR12 PRSS56 PRUNE1 PSAT1 PSMB8 PSMC3 PTCH1 PTCH2 PTEN PTH PTH1R PTPN2 PTPN22 PUF60 PWAR1 PWRN1 PXDN PYCR1 RAB18 RAB23 RAB27A RAB3GAP1 RAB3GAP2 RAD21 RAD51 RAD51C RAI1 RALGAPA1 RAX RB1 RBM8A RBP3 RBP4 RBPJ RD3 RDH11 RDH12 RDH5 RECQL RECQL4 REEP6 RERE REST RET REV3L RFC2 RFWD3 RGR RHO RHOA RIC1 RIPK4 RLBP1 RLIM RNASEH2A RNASEH2B RNASEH2C RNF113A RNF125 RNF13 RNF2 RNU4ATAC RNU7-1 ROBO1 ROBO3 ROM1 ROR1 RP1 RP1L1 RP2 RP9 RPE65 RPGR RPGRIP1 RPGRIP1L RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS6KA3 RPS7 RREB1 RRM2B RS1 RSPO2 RTEL1 RTN4IP1 RXYLT1 SAG SALL1 SALL2 SALL4 SAMHD1 SBF2 SC5D SCAPER SCARF2 SCN9A SCUBE3 SDCCAG8 SDHA SDHAF2 SDHB SDHC SDHD SDR9C7 SEC23A SEC23B SEC24C SEC31A SEM1 SEMA3E SEMA4A SERPING1 SETBP1 SETD2 SETD5 SF3B1 SF3B2 SH3PXD2B SH3TC2 SHH SHOC2 SHROOM4 SIL1 SIN3A SIPA1L3 SIX3 SIX6 SKI SLC16A12 SLC20A2 SLC24A5 SLC25A11 SLC25A13 SLC25A24 SLC25A4 SLC29A3 SLC2A1 SLC2A10 SLC33A1 SLC35C1 SLC38A8 SLC39A4 SLC39A8 SLC40A1 SLC45A2 SLC4A11 SLC4A4 SLC7A14 SLF2 SLX4 SMAD2 SMAD3 SMAD4 SMARCAL1 SMARCB1 SMC1A SMC3 SMC5 SMCHD1 SMG8 SMO SMPX SNAI2 SNORD115-1 SNORD116-1 SNRNP200 SNRPN SOS1 SOS2 SOX10 SOX2 SPATA7 SPEN SPINT2 SPRED1 SPRTN SPTBN1 SPTLC1 SRCAP SRD5A3 SREBF1 SRY ST14 STAT4 STIM1 STS STX16 STX1A STXBP1 SUFU SULT2B1 SUMF1 SUOX TACSTD2 TAOK1 TAP1 TAP2 TAPBP TARS1 TAT TBC1D20 TBC1D24 TBC1D2B TBC1D7 TBCE TBCK TBL1XR1 TBL2 TBR1 TBX1 TBX15 TBX2 TBX22 TCEAL1 TCF4 TCOF1 TCTN1 TCTN2 TCTN3 TDGF1 TDRD7 TEAD1 TEK TELO2 TENM3 TERC TERT TFAP2A TFE3 TGFB2 TGFB3 TGFBI TGFBR1 TGFBR2 TGIF1 TGM1 TGM3 THSD4 TINF2 TKFC TKT TLR4 TMEM107 TMEM127 TMEM138 TMEM216 TMEM218 TMEM231 TMEM237 TMEM270 TMEM67 TMEM70 TMTC3 TNPO2 TOGARAM1 TONSL TOPORS TP63 TRAF3IP1 TRAPPC11 TRAPPC2 TREX1 TRIM28 TRIM37 TRIM44 TRIP13 TRPM3 TRPV3 TRPV4 TSPAN12 TSR2 TTC8 TUB TUBA1A TUBA3D TUBB TUBB2B TUBB3 TUBB4B TUBG1 TUBGCP6 TULP1 TWIST1 TWIST2 TWNK TXNDC15 TYMS TYR TYRP1 UBA5 UBAC2 UBE2A UBE2T UBE3A UBE3B UBE4B UBIAD1 UFD1 UNC45B UROD UROS USB1 USF3 USH1C USH1G USH2A USP45 USP9X VAC14 VARS1 VCAN VCP VHL VIM VLDLR VPS13B VPS35L VPS37D VPS4A VSX1 VSX2 WAC WAS WASHC5 WDR19 WDR35 WDR37 WDR45 WDR73 WDR81 WFS1 WHRN WIPF1 WNT10B WNT3 WRAP53 WRN WT1 XPA XPC XPR1 XRCC2 XRCC4 XYLT2 YAP1 YY1 ZBTB20 ZBTB7A ZEB1 ZEB2 ZFHX2 ZFHX4 ZIC2 ZMIZ1 ZMPSTE24 ZNF335 ZNF408 ZNF423 ZNF469 ZNF513 ZNF526 HP_ABNORMAL_ANTIHELIX_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_ANTIHELIX_MORPHOLOGY AASS AP4E1 BICRA CREBBP EFTUD2 EVC EVC2 EYA1 FGFR2 FGFR3 FIG4 FLNA FOXG1 GLI2 KAT6A KAT6B KCTD1 LIG4 MGAT2 NR2F1 NSUN2 NUP188 PAX1 PGAP1 PIGN POR PYCR2 RAB11B RAB3GAP1 RAB3GAP2 RBM10 RECQL4 RPL10 SALL1 SCNM1 SLC16A2 STEEP1 TCF3 TOR1A TWIST1 WAC XYLT2 HP_ABNORMAL_ANTITRAGUS_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_ANTITRAGUS_MORPHOLOGY B3GAT3 CHST3 COL2A1 FN1 KAT6A KCTD1 PGM2L1 PIGK PNPLA6 RAB3GAP2 HP_ABNORMAL_AORTIC_ARCH_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_AORTIC_ARCH_MORPHOLOGY ACVR2B ALG3 ARVCF BCOR CFAP53 CHD7 CIROP COMT CREBBP CRELD1 DGCR2 DGCR6 DGCR8 DIS3L2 DLK1 DNAH1 DNAH9 EP300 ESS2 FGFR1 FLT4 FOXF1 GATA6 GBA1 GDF1 GJA1 GLI3 GNB2 GP1BB HIRA IPO8 JMJD1C KRAS MAP3K7 MCTP2 MEG3 MMP21 MYCN MYRF NKX2-5 NKX2-6 PIGN PIK3R2 PKD1L1 PLD1 PLXND1 PPP1CB PPP2R1A PTH1R PUF60 RREB1 RTL1 SEC24C SEMA3E SF3B2 SMG9 STRA6 SUCLG1 TBX1 TELO2 TMEM260 TTC26 UFD1 WDR26 WT1 ZIC3 HP_ABNORMAL_AORTIC_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_AORTIC_MORPHOLOGY ABCC6 ABCD4 ABCG5 ABCG8 ABL1 ACTA2 ACVR2B ADA2 ADAMTS19 ADAR ADK AEBP1 AFF4 ALDH18A1 ALDH1A2 ALG3 ALG5 ALG9 AMER1 ANGPTL6 APC2 APOB APOE ARF1 ARFGEF2 ARVCF ATN1 ATP2B1 ATP6V1A B3GALT6 B3GAT3 BAZ1B BCL7B BCOR BCR BGN BICC1 BRAF BRCA1 BRCA2 BRF1 BRIP1 BUB1 BUB1B BUB3 BUD23 C12orf57 CARS1 CASZ1 CDH2 CDK8 CDON CEP57 CFAP53 CHD4 CHD7 CHRNG CHST3 CIROP CLIP2 COL1A1 COL1A2 COL3A1 COL5A1 COL5A2 COMT COX7B CPLANE1 CREBBP CRELD1 CRKL CTCF CYP7A1 DDX3X DGCR2 DGCR6 DGCR8 DHCR7 DIS3L2 DISP1 DLK1 DLL1 DNAH1 DNAH9 DNAJB11 DNAJC30 DNMT3A DOHH DPH5 DYNC2LI1 EFEMP2 EGFR EHMT1 EIF4H ELN EMILIN1 ENG ENPP1 EP300 ERCC4 ERCC6 ERCC8 ERMARD ESS2 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FBLN5 FBN1 FBN2 FGF8 FGFR1 FGFR2 FKBP14 FKBP6 FLI1 FLNA FLNB FLT4 FMR1 FOXE3 FOXF1 FOXH1 GABRD GANAB GAS1 GATA1 GATA4 GATA5 GATA6 GBA1 GDF1 GJA1 GJA5 GJA8 GLI2 GLI3 GNB2 GP1BB GTF2I GTF2IRD1 GTF2IRD2 HCCS HDAC4 HEATR3 HEY2 HGD HIRA HLA-B HLA-DRB1 HNRNPK HRAS HSPG2 IDS IFIH1 IFNG IFT140 IL12B IPO8 JAG1 JMJD1C KANSL1 KCNAB2 KCNH1 KCNQ2 KCNT1 KDM6A KMT2D KRAS LARS2 LDLR LDLRAP1 LIMK1 LMNA LOX LRPPRC LSM11 LUZP1 LZTR1 MAD2L2 MAP1B MAP2K1 MAP3K7 MAPK1 MAT2A MCTP2 MED12 MEG3 MEIS2 METTL27 MFAP5 MID1 MKS1 MLX MLXIPL MMP14 MMP2 MMP21 MMP23B MYCN MYH11 MYH3 MYH7 MYLK MYPN MYRF NAE1 NCF1 NDUFB11 NEDD4L NEK9 NF1 NIPA1 NIPA2 NKAP NKX2-5 NKX2-6 NOD2 NODAL NOTCH1 NOTCH3 NPR3 NR2F2 NRAS NSD1 NSMCE2 NXN OSGEP P4HA2 PAH PALB2 PCSK9 PDPN PGM1 PGM3 PIGA PIGN PIK3R2 PKD1 PKD1L1 PKD2 PLCB1 PLD1 PLOD1 PLXND1 PPP1CB PPP2R1A PRDM16 PRKCZ PRKG1 PTCH1 PTEN PTH1R PTPN11 PTPN22 PUF60 RAD51 RAD51C RAI1 RBM8A RERE RFC2 RFWD3 RIN2 RNASEH2A RNASEH2B RNASEH2C RNU4ATAC RNU7-1 ROBO4 ROR2 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RREB1 RTL1 SAMHD1 SCN1A SCN2A SEC24C SEMA3E SETD2 SF3B2 SHH SIX3 SKI SLC12A5 SLC25A22 SLC25A24 SLC2A10 SLC34A2 SLX4 SMAD2 SMAD3 SMAD4 SMAD6 SMARCA2 SMG9 SOS2 SPECC1L SPEN SPTBN1 SRCAP SRY STAG2 STIL STRA6 STX1A SUCLG1 SUPT16H TAB2 TALDO1 TBC1D24 TBL2 TBX1 TBX20 TBX5 TDGF1 TELO2 TGDS TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 TGIF1 THSD1 THSD4 TMEM260 TMEM270 TMTC3 TNNT2 TPM2 TPM3 TRAF7 TREX1 TRIP13 TRRAP TSC1 TSC2 TSR2 TTC26 TUBG1 UBE2T UBE3B UBE4B UFD1 UNC45B VPS37D WAC WDPCP WDR26 WT1 XRCC2 YY1 ZEB2 ZIC2 ZIC3 ZMPSTE24 ZNF148 HP_ABNORMAL_AORTIC_VALVE_CUSP_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_AORTIC_VALVE_CUSP_MORPHOLOGY ABCC9 ACTA2 ACTB ADA2 ADAMTS19 AGO2 ARHGAP31 ARSK B3GALT6 B3GAT3 BAZ1B BBS2 BCAS3 BCL7B BCOR BUD23 CAPN15 CBL CCNQ CHST3 CLIP2 CREBBP DNAJC30 DOHH DPF2 EDNRA EIF4H ELN EP300 FBN1 FBN2 FDFT1 FKBP6 FLNA FOXE3 FOXF1 GATA5 GATA6 GJA5 GJA8 GTF2I GTF2IRD1 GTF2IRD2 H3-3A H3-3B HEY2 HNRNPK IFT122 KANSL1 KIF3B LIMK1 LOX LRPPRC MAP3K7 MAT2A MCTP2 METTL27 MFAP5 MLXIPL MMP14 MMP2 MYH11 MYH7 MYLK MYOCD NAA10 NADSYN1 NCF1 NFE2L2 NKX2-5 NOTCH1 NOTCH3 NXN OGT PACS1 PPM1D PPP2R5D PRKG1 PUF60 RAC1 RAI1 RFC2 ROBO4 RPL26 SGO1 SKIC2 SKIC3 SLC25A24 SMAD2 SMAD3 SMAD4 SMAD6 SMC3 SNIP1 SPTBN1 SRY STX1A TAB2 TAF2 TBL2 TGFB2 TGFB3 TGFBR1 TGFBR2 THSD4 TMEM270 TNXB VPS37D WAC WT1 YY1AP1 ZEB2 ZNF462 HP_ABNORMAL_AORTIC_VALVE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_AORTIC_VALVE_MORPHOLOGY ABCC9 ACSL4 ACTA2 ACTB ADA2 ADAMTS19 AGO2 AMMECR1 ARHGAP31 ARSK ARVCF B3GALT6 B3GAT3 BAZ1B BBS2 BCAS3 BCL7B BCOR BRAF BRCA1 BRCA2 BRIP1 BUD23 CAPN15 CBL CCNQ CHD7 CHRNG CHST3 CLIP2 COMT CREBBP DNAJC30 DOHH DPF2 EDNRA EIF4H ELN EP300 ERCC4 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FBN1 FBN2 FDFT1 FKBP6 FLNA FOXE3 FOXF1 GATA5 GATA6 GBA1 GJA5 GJA8 GLA GNPTAB GP1BB GTF2I GTF2IRD1 GTF2IRD2 H3-3A H3-3B HEY2 HGD HIRA HLA-B HNRNPK IFIH1 IFT122 IL12B JMJD1C KANSL1 KCNE5 KIF3B LIMK1 LMNA LOX LRPPRC MAD2L2 MAP2K2 MAP3K7 MAT2A MCTP2 METTL27 MFAP5 MLX MLXIPL MMP14 MMP2 MMP21 MYH11 MYH3 MYH7 MYLK MYOCD NAA10 NADSYN1 NCF1 NFE2L2 NFIX NKX2-5 NOTCH1 NOTCH3 NXN OGT PACS1 PALB2 PLCH1 PPM1D PPP2R5D PRKG1 PUF60 RAC1 RAD51 RAD51C RAI1 RFC2 RFWD3 RIGI ROBO4 RPL26 RPS6KA3 RREB1 SEC24C SEMA3E SGO1 SH2B1 SKI SKIC2 SKIC3 SLC25A24 SLX4 SMAD2 SMAD3 SMAD4 SMAD6 SMC3 SNIP1 SPTBN1 SRY STX1A TAB2 TAF2 TBL2 TBX1 TGFB2 TGFB3 TGFBR1 TGFBR2 THSD4 TMEM270 TMEM70 TNXB UBE2T UFD1 VPS37D WAC WT1 XRCC2 XYLT2 YY1AP1 ZEB2 ZMPSTE24 ZNF462 HP_ABNORMAL_AORTIC_VALVE_PHYSIOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_AORTIC_VALVE_PHYSIOLOGY ABCG5 ABCG8 ACTA2 ACTB ADAMTS10 ADAMTS19 ADAMTSL2 ALDH18A1 AMER1 ANKS6 APOB ARF1 ARFGEF2 ARHGAP31 ARSK ATP6V1E1 B4GALT7 BAZ1B BCL7B BCOR BCR BUB1 BUB1B BUB3 BUD23 C12orf57 C4A CBL CCDC22 CCNQ CCR1 CEP57 CHST14 CHST3 CLIC2 CLIP2 COA6 COL1A2 CREBBP CRKL D2HGDH DNAJC30 DOCK7 DOHH DPH1 DPH2 DPYSL5 DYRK1A EBP EFEMP2 EHMT1 EIF4H ELN EP300 ERAP1 ERMARD FAS FBLN5 FBN1 FGFR1 FKBP6 FLI1 FLNA FOXE3 FOXF1 GATA4 GATA5 GBA1 GJA5 GJA8 GLB1 GNPTAB GNPTG GTF2I GTF2IRD1 GTF2IRD2 HAAO HCN4 HEATR3 HEY2 HLA-B IDUA IFIH1 IFNGR1 IL10 IL12A IL12A-AS1 IL23R KIFBP KLRC4 KRAS LDLR LDLRAP1 LIMK1 LMNA LMOD2 LOX LTBP1 LTBP2 MAN2B1 MAP1B MAPK1 MAT2A MEFV METTL27 MFAP5 MLXIPL MYH11 MYLK NCF1 NEDD4L NEK8 NKX2-5 NKX2-6 NOTCH1 NOTCH2 NPHP3 NR2F2 ODAD1 PCGF2 PCSK9 PDSS1 PEX2 PLXND1 PRKG1 PUF60 RFC2 RIGI RMRP ROBO4 RRAS2 SCN1B SHOC2 SKIC2 SKIC3 SLC2A10 SLC35A1 SMAD2 SMAD3 SMAD4 SMAD6 SNIP1 SON SPRED2 SPTBN1 STAT4 STX1A SZT2 TAB2 TAF2 TBL2 TGFB2 TGFB3 TGFBR1 TGFBR2 THSD4 TLR4 TMEM270 TMTC3 TRAF7 TRIP13 TTC26 TTR TWIST1 UBAC2 VPS35L VPS37D VWF WASHC5 WT1 YY1AP1 ZEB2 ZMPSTE24 HP_ABNORMAL_ARACHNOID_MATER_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_ARACHNOID_MATER_MORPHOLOGY ADAT3 ALG5 ALG9 ALKBH8 ARID2 ATP6AP1 BICC1 CCDC22 CPLANE1 DENND5A DHCR7 DNAJB11 DNAJC19 EBP FGFR1 FGFR2 FOXC2 GANAB GPSM2 HRAS IFT140 KCNC2 KRAS NARS1 NEK1 NOTCH3 NRAS NRCAM NSD1 OFD1 OTUD5 PDGFRB PI4KA PKD1 PKD2 PLK4 PPP2R5D PUF60 PUS3 RAB3GAP2 RNU4ATAC RTTN SACS SCN1A SCN2A SH2B1 SHANK3 SLC30A9 SON STT3A TMEM231 WAC WLS XPNPEP3 ZNFX1 HP_ABNORMAL_ARM_SPAN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_ARM_SPAN APC2 COL9A1 COL9A2 COL9A3 DLG4 FBN1 MAF NSD1 SETD2 TGFB3 TRAPPC2 HP_ABNORMAL_ARTERIAL_PHYSIOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_ARTERIAL_PHYSIOLOGY ABCC6 ACP5 ACTA2 ACTB ACTC1 ACTG1 ACVRL1 ADA2 ADAMTS13 ADAR AGXT ALMS1 ANGPTL6 APP BANK1 BAZ1B BCL7B BLK BRAF BRCC3 BUD23 C4A C4B CALR CBS CCR1 CITED2 CLCNKB CLIP2 COL1A1 COL1A2 COL3A1 COL4A1 COL5A1 COL5A2 COLGALT1 COQ2 CR2 CTLA4 CTNNB1 DNAJC30 DNASE1 EIF4H ELN ENG ENPP1 EPHB4 ERAP1 ETS1 FAS FBN1 FCGR2B FCGR3B FKBP14 FKBP6 FOXE3 GATA4 GATA6 GDF2 GLA GNB2 GTF2I GTF2IRD1 GTF2IRD2 GUCY1A1 HEY2 HLA-B HLA-DPA1 HLA-DPB1 HLA-DRB1 HRAS HTRA1 IFIH1 IFNGR1 IGHG1 IKBKG IL10 IL12A IL12A-AS1 IL12B IL23R IRAK1 IRF5 ITGAM JAK2 JAZF1 KIAA0319L KLRC4 KRAS LBR LIMK1 LMNA LOX LSM11 MAT2A MECP2 MEFV METTL27 MFAP5 MLX MLXIPL MPL MYBPC3 MYH11 MYH6 MYH7 MYLK NAGA NAGS NCF1 NKX2-5 NOTCH3 NPPA NT5E P4HA2 PDCD1 PIK3C2A PIK3CA PLOD1 PLOD3 PRKG1 PRTN3 PTPN22 PXK RASA1 RFC2 RNASEH2A RNASEH2B RNASEH2C RNF125 RNF213 RNU7-1 SAMHD1 SAT1 SCN5A SCNN1A SCNN1B SCNN1G SERPINC1 SH2B3 SLC12A3 SLC2A10 SMAD2 SMAD3 SMAD4 SMARCAL1 SON SPP1 STAT4 STING1 STX1A TBL2 TBX20 TET2 TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 THPO THSD1 THSD4 TLL1 TLR4 TLR7 TMEM270 TNFAIP3 TNFSF4 TNIP1 TP53 TREX1 UBAC2 UBE2L3 VPS37D XYLT1 XYLT2 ZMPSTE24 HP_ABNORMAL_ASCENDING_AORTA_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_ASCENDING_AORTA_MORPHOLOGY ACTA2 COL3A1 ELN EMILIN1 FBN1 FOXE3 GATA5 GNB2 HEY2 LOX MAT2A MFAP5 MYH11 MYLK NKX2-5 NOTCH1 PRKG1 ROBO4 SMAD2 SMAD3 SMAD4 SMAD6 TGFB2 TGFB3 TGFBR1 TGFBR2 THSD4 HP_ABNORMAL_ASTROCYTE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_ASTROCYTE_MORPHOLOGY ADAR AIFM1 APC APC2 BRCA2 CDKN2A CHEK2 CHMP2B ERBB2 ERCC6 ERCC8 FGFR1 GRN IDH1 IDH2 IFNG LAMA2 MAPT MDM2 MLH1 MSH3 MSH6 MT-ATP6 MTOR NF1 NF2 NSD1 NUP54 NUP62 PMS2 POLG POT1 PRNP PSEN1 SETD2 SLC30A10 SQSTM1 STRADA TMEM106B TP53 TREM2 TSC1 TSC2 VCP HP_ABNORMAL_ATRIAL_ARRANGEMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_ATRIAL_ARRANGEMENT CCDC103 CCDC39 CCDC40 CCDC65 CCNO CFAP221 CFAP298 CFAP300 CFAP74 CFC1 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAL1 DRC1 FOXJ1 GAS2L2 GAS8 GDF1 HYDIN LRRC56 MCIDAS NEK10 NME5 NME8 NODAL ODAD1 ODAD2 ODAD3 ODAD4 OFD1 PKD1L1 RPGR RSPH1 RSPH3 RSPH4A RSPH9 SPAG1 SPEF2 STK36 TTC12 ZIC3 ZMYND10 HP_ABNORMAL_ATRIOVENTRICULAR_CONDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_ATRIOVENTRICULAR_CONDUCTION ABCC9 ACADVL ACTC1 ACTN2 AGXT AKAP9 BVES CACNA1C CACNA1D CACNA1S CACNA2D1 CACNB2 CALM1 CALM2 CALM3 CASQ2 CDC45 CITED2 CTNNA3 DEF6 DES DMPK DOHH DTNA EMD FHL1 FLNC GABRA3 GATA4 GATA6 GJA5 GLA GNB2 GPD1L GPX4 GRIN1 HCN4 KCND3 KCNE3 KCNE5 KCNH2 KCNJ18 KCNJ2 KCNJ5 KCNJ8 KCNK3 KCNQ1 LAMP2 LARS2 LMNA MMP14 MMP2 MT-ATP8 MT-CYB MT-TL1 MYBPC3 MYH6 MYL4 MYPN NKX2-5 NPPA PKP2 PRKAG2 PRKG2 PSEN1 PSEN2 PTPN11 RANGRF RNASEH1 RRM2B RYR2 SCN10A SCN1B SCN2B SCN3B SCN4B SCN5A SCNN1A SDHA SDHAF1 SDHB SDHD SEMA3A SLC25A20 SLC4A3 SLMAP SYNE1 SYNE2 TBX20 TBX5 TLL1 TMEM43 TRDN TRPM4 TTN TTR VEZF1 HP_ABNORMAL_ATRIOVENTRICULAR_CONNECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_ATRIOVENTRICULAR_CONNECTION CCNQ CIROP GJA1 GNB2 LRPPRC MAPKAPK5 MCTP2 MMP21 NKX2-5 NODAL NOTCH1 PLD1 PLXND1 SMARCA4 TRAF7 ZIC3 HP_ABNORMAL_ATRIOVENTRICULAR_VALVE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_ATRIOVENTRICULAR_VALVE_MORPHOLOGY ABCC6 ACTC1 ADNP AEBP1 AGGF1 AGR2 ALG5 ALG9 ANK1 ARVCF ATP6V1E1 B3GALT6 B3GAT3 BAZ1B BCL7B BCOR BGN BICC1 BRAF BRF1 BUD23 CBS CCDC22 CCNQ CHD7 CHST14 CHST3 CITED2 CLIC2 CLIP2 COL1A1 COL1A2 COL2A1 COL3A1 COL5A1 COL5A2 COMT COX7B CREBBP DCHS1 DNAJB11 DNAJC30 DPYSL5 DSE DZIP1 EIF4H ELN ENPP1 EP300 EXTL3 FBN1 FBN2 FGFR1 FIBP FKBP6 FLNA FMN2 FMR1 FOXF1 FREM1 GANAB GATA1 GATA4 GATA6 GBA1 GJA1 GNB2 GNPTAB GP1BB GTF2I GTF2IRD1 GTF2IRD2 HCCS HCN4 HEXB HGD HIRA HNRNPH2 HRAS IDS IFIH1 IFT140 IPO8 JMJD1C JPH2 KRAS LIMK1 LMNA LRPPRC LTBP3 LZTR1 MAP3K7 MAPK1 MCTP2 MED12 METTL27 MFAP5 MLXIPL MMP14 MMP2 MMP21 MTX2 MYCN MYH6 MYH7 MYPN MYRF NCF1 NDUFB11 NF1 NKX2-5 NONO NOTCH1 NPR3 NXN PCGF2 PKD1 PKD2 PLD1 PLOD1 PLXND1 POLG PRDM5 PRG4 PTPN11 RAF1 RFC2 ROBO1 ROR2 RPL5 RPS6KA3 RREB1 RYR1 SACS SEC24C SELENON SH3PXD2B SKI SLC29A3 SLC34A2 SLC6A6 SMAD3 SMAD4 SMARCA4 SPRED1 SPRED2 STX1A TAB2 TBL2 TBX1 TBX20 TGFB2 TGFBR1 TGFBR2 TLL1 TMEM260 TMEM270 TMEM94 TNXB TPM1 TPM2 TPM3 TRAF7 TTN TWNK UFD1 VPS13B VPS35L VPS37D VWF WASHC5 XYLT1 XYLT2 YY1 ZIC3 ZMPSTE24 ZNF469 HP_ABNORMAL_ATRIOVENTRICULAR_VALVE_PHYSIOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_ATRIOVENTRICULAR_VALVE_PHYSIOLOGY ABCC6 ABCG5 ABCG8 ACTC1 ADAMTS10 ADAMTS19 ADAMTSL2 ADNP AGA AGR2 AIP AKT3 ALDH18A1 ALG9 ALPK3 ANKRD11 APOB ARL6 ARSB ATP6AP1 ATP6V1E1 ATRX B3GALT6 BAG3 BANF1 BAZ1B BCL7B BUD23 C4A CBL CCND2 CCR1 CDH2 CHST14 CHST3 CITED2 CLIC2 CLIP2 COA6 COL1A1 COL1A2 COL5A1 COL5A2 COX6B1 COX7B CRYAB CSGALNACT1 CTCF DAXX DCHS1 DLL4 DNAJC30 DNMT3A DOHH DSE DTNA DVL3 DZIP1 EIF4H ELN ERAP1 EXOSC5 FAR1 FAS FBLN5 FBN1 FBN2 FHL1 FHOD3 FKBP14 FKBP6 FLNA FLNC FNIP1 G6PC3 GATA4 GATA6 GBA1 GJA1 GLA GLB1 GNPTAB GNS GPR101 GTF2I GTF2IRD1 GTF2IRD2 HAAO HADHA HADHB HCCS HEPHL1 HEXB HLA-B IDUA IFNGR1 IL10 IL12A IL12A-AS1 IL23R IL6ST IRX5 KIF20A KLHL24 KLRC4 LDLR LDLRAP1 LIMK1 LMNA LMOD2 LOX LRPPRC LTBP2 LTBP3 LZTR1 MAN2B1 MAP3K7 MAPK1 MCTP2 MEFV MEGF8 METTL27 MLXIPL MTX2 MYCN MYH6 MYH7 MYL2 MYPN MYSM1 NCAPG2 NCF1 NDUFB11 NEK1 NF1 NKAP NKX2-5 NONO NOTCH1 NOTCH2 PCSK9 PDSS1 PEX2 PIK3R2 PKD1 PLD1 POLG PPP1CB PRDM16 PRG4 PRKAR1A PYROXD1 RAD21 RAF1 RFC2 RIT1 RNF2 RPL3L RPL5 RPS19 RPS6KA3 RSPRY1 SCN4A SCN5A SDHD SGO1 SKI SLC22A5 SLC25A24 SLC31A1 SMAD3 SMAD4 SMAD6 SOX5 SPEG STAT4 STX1A SYT2 TAB2 TAFAZZIN TBL2 TBX20 TGFB3 THSD1 TLL1 TLR4 TLR7 TMEM270 TNNC2 TNNI3 TNNT2 TPM1 TTC26 TWNK TXNDC15 UBAC2 UBE2A VPS33A VPS37D WDR37 XYLT1 XYLT2 ZIC3 ZMPSTE24 ZNF148 HP_ABNORMAL_AUDITORY_EVOKED_POTENTIALS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_AUDITORY_EVOKED_POTENTIALS ARHGEF2 CYP27A1 DIAPH3 EBP EDNRB ERCC4 ERCC6 ERCC8 GALC GJC2 HIKESHI KARS1 LMNB1 MOGS MTMR2 MYH3 NDRG1 NEFL NMNAT1 OPA1 OTOF PSAP RIPOR2 SH3TC2 SOX10 SPTBN4 TIMM8A HP_ABNORMAL_AUTONOMIC_NERVOUS_SYSTEM_PHYSIOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_AUTONOMIC_NERVOUS_SYSTEM_PHYSIOLOGY AAAS ACOX1 ADH1C AKAP9 ANK2 ARSA ASCL1 ATP1A2 ATP1A3 ATP7A ATXN2 ATXN3 ATXN8OS B2M BRAT1 CACNA1A CACNA1C CALM1 CALM2 CALM3 CAV1 CAV3 CCT5 CHCHD2 CHRNA3 CISD2 COL1A1 COL25A1 COL5A1 COL5A2 COQ2 CYB561 CYP11B2 DBH DEPDC5 DNAJC13 DNAJC6 ECE1 EIF4G1 ELP1 ERBB3 FBXO7 FMR1 GABBR2 GBA1 GBE1 GFAP GIGYF2 GLA GLUD2 GMPPA GNB2 GSN HEXB HTRA2 IL12A IL12RB1 IL6ST IRF5 KCNE1 KCNE2 KCNH2 KCNJ5 KCNQ1 KIF1B LEP LEPR LGI1 LIFR LMNB1 LRRK2 MAPT MECP2 MMEL1 MT-TT NOS1AP NR4A2 NTRK1 PARK7 PHOX2B PINK1 PLA2G6 PODXL POLR3A POU2AF1 PPOX PRKN PRNP PSAP RELN RET RFC1 SCN10A SCN11A SCN3A SCN4B SCN5A SCN9A SIM1 SLC18A2 SLC1A3 SLC6A2 SNCA SNCAIP SNTA1 SOX10 SPG11 SPIB SYNE1 SYNJ1 TBP TBX5 TNFSF15 TNPO3 TRDN TSPYL1 TTR TUBB3 TXN2 UCHL1 VPS11 VPS13A VPS13C VPS35 WDR45 WFS1 ZFHX4 HP_ABNORMAL_BASAL_GANGLIA_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_BASAL_GANGLIA_MORPHOLOGY ACVR1 ADAR ADH1C AGO1 AIFM1 ALG2 AP1S2 ASNS ASPA ATP13A2 ATR ATXN2 ATXN3 ATXN8OS AUH BSCL2 C19orf12 CA2 CAMSAP1 CASR CLPB CNTNAP1 COASY COQ8A COX15 CP CPT2 CSPP1 CYB5A CYB5R3 CYP27A1 CYP2U1 DCX DENND5A DLAT DNAJC19 DNM1L EIF2AK2 ERCC3 ERCC4 ERCC6 ERCC8 ETHE1 EXOSC2 FA2H FAM111A FARS2 FASTKD2 FBXO7 FDXR FOXP2 FTL GATA3 GBA1 GCDH GCH1 GFAP GFM1 GJA1 GLB1 GLI3 GLUD2 GNA11 GNAS GSX2 GTPBP2 GTPBP3 HIBCH HSD17B10 HTRA1 HTT IDH1 IFIH1 IMPDH2 ISG15 JAM2 JPH3 KCNQ2 KIAA0586 KMT2B LONP1 LRPPRC LRRK2 LSM11 MAPT MECR MFF MICU1 MMUT MRM2 MT-ATP6 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TK MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TT MT-TV MT-TW MYORG NADK2 NANS NDE1 NDUFAF5 NDUFAF6 NDUFS1 NDUFS4 NEK1 NR4A2 NUDT2 NUP54 NUP62 OPA1 OPHN1 PANK2 PDE10A PDE8B PDGFB PDGFRB PDHA1 PDHX PDSS2 PLA2G6 PNPT1 POLR2A POLR3A PRKN PRNP PSMB8 PSMG2 RAB39B RANBP2 RFT1 RNASEH2A RNASEH2B RNASEH2C RNU7-1 SAMHD1 SCO2 SLC19A3 SLC20A2 SLC25A46 SLC2A3 SLC30A10 SLC44A1 SLC46A1 SNCA SNCAIP SNORD118 SPG11 SUCLA2 SUCLG1 SYT1 TACO1 TBCE TBCK TBP TIMM8A TK2 TREM2 TREX1 TUBA1A TUBB TUBB2B TUBB3 TYROBP VPS11 VPS13A VPS16 VPS41 VRK1 WDR45 XPR1 ZEB2 HP_ABNORMAL_BASAL_GANGLIA_MRI_SIGNAL_INTENSITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_BASAL_GANGLIA_MRI_SIGNAL_INTENSITY ALG2 ASPA COQ8A ETHE1 FASTKD2 GCDH GFAP GLB1 GLI3 GTPBP3 LRPPRC MECR MFF MICU1 MT-ATP6 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TK MT-TL1 MT-TV MT-TW NADK2 NDUFS1 NDUFS4 PDE10A PDSS2 PRNP SLC30A10 SPG11 SUCLG1 TACO1 VPS11 HP_ABNORMAL_BASOPHIL_COUNT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_BASOPHIL_COUNT ASXL1 BACH2 KIT SRSF2 TET2 HP_ABNORMAL_BASOPHIL_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_BASOPHIL_MORPHOLOGY ABL1 ASXL1 BACH2 BCR KIT RUNX1 SRSF2 TET2 HP_ABNORMAL_BEST_CORRECTED_VISUAL_ACUITY_TEST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_BEST_CORRECTED_VISUAL_ACUITY_TEST C1QTNF5 COL25A1 KIF21A PHOX2A TUBA1A TUBB2B TUBB3 HP_ABNORMAL_BLEEDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_BLEEDING ABCC6 ABCG8 ACAD9 ACP5 ACTA1 ACTA2 ACTN1 ACVRL1 ADA2 ADAMTS2 ADAMTSL2 AEBP1 AGGF1 AIP AKT1 ALDOB ALG13 ALPL AMACR AMN ANGPTL6 ANKRD26 ANO6 AP3B1 APC APOE APP ARF1 ARFGEF2 ARHGAP31 ARL6IP6 ARMC5 ARPC1B ARVCF ASXL1 ATOH7 ATP6V0A2 ATP6V1A ATP6V1E1 ATP7A ATP7B ATP8B1 ATRX B3GALT6 B4GALT1 BAP1 BCOR BEST1 BGN BICD2 BLOC1S3 BLOC1S5 BMPR1A BMS1 BRAF BRCC3 C1R C1S C2 C4A CACNA1D CALR CAPN5 CASP10 CAT CBL CBS CCM2 CCR1 CD109 CD19 CD36 CD46 CD81 CDC42BPB CDH23 CDKN1A CDKN1B CDKN2B CDKN2C CEBPE CFH CFHR1 CFHR3 CFI CHST14 CISD2 CLCN2 CLCN7 CLPB COG6 COG8 COL1A1 COL1A2 COL3A1 COL4A1 COL4A2 COL5A1 COL5A2 COMT COPA CPT2 CR2 CREB3L1 CST3 CTC1 CTCF CTLA4 CTNNB1 CUBN CYP11B1 CYP11B2 CYP26C1 CYP7B1 CYSLTR2 DAXX DCLRE1B DHPS DIAPH1 DLL4 DLST DNM2 DNMT3A DOCK6 DOCK8 DPAGT1 DPP9 DSE DST DTNBP1 DZIP1L EFEMP1 EIF2AK4 ELMO2 ELN EMILIN1 ENG ENPP1 EOGT EPAS1 EPCAM EPHB2 EPHB4 EPOR ERAP1 ERCC6 ERCC8 ERMARD ETHE1 ETV6 EXT2 F10 F11 F12 F13A1 F13B F2 F5 F7 F8 F9 FAH FAN1 FANCA FANCC FANCD2 FANCE FAS FASLG FBN1 FCGR2C FERMT3 FGA FGB FGG FH FIP1L1 FKBP10 FKBP14 FLI1 FLNA FN1 FOXE3 FUCA1 FYB1 FZD4 G6PC1 GAA GATA1 GATA2 GBA1 GCDH GDF2 GFI1B GGCX GIMAP5 GNA11 GNA14 GNAQ GNAS GP1BA GP1BB GP6 GP9 GREM1 GSN HADHB HBA1 HBA2 HCK HELLPAR HEY2 HIRA HLA-B HLA-DPA1 HLA-DPB1 HLA-DRB1 HMCN1 HMOX1 HOXA11 HPGD HPS1 HPS3 HPS4 HPS5 HPS6 HSD3B7 ICOS IFIH1 IFNG IFNGR1 IKBKG IKZF1 IKZF5 IL10 IL10RA IL12A IL12A-AS1 IL18BP IL23R IPO8 IRF2BP2 IRF4 ITGA2 ITGA2B ITGB3 ITGB4 IVD JAK2 JAM2 JMJD1C KANSL1 KCNJ5 KIF1B KIF23 KIT KLKB1 KLRC4 KRAS KRIT1 KRT1 LAMB2 LBR LCP2 LMAN1 LMBRD1 LMNA LMOD2 LMX1B LOX LRP5 LYST LZTR1 MAP1B MAP2K1 MAP2K2 MAPK1 MARS2 MAT2A MAX MCFD2 MDH2 MED12 MEFV MEN1 MFAP5 MGAT2 MLH1 MLH3 MMACHC MMUT MPI MPL MRAS MS4A1 MSH2 MSH6 MTAP MTTP MVK MYC MYD88 MYH11 MYH9 MYLK MYORG MYRF NABP1 NAGA NBEAL2 NDE1 NDP NEDD4L NEU1 NF1 NF2 NFIA NFIX NFKB1 NFKB2 NLRC4 NLRP3 NOTCH1 NOTCH3 NPM1 NR3C1 NRAS NTRK1 NUMA1 OCLN ORAI1 P2RY12 P4HA2 PCCA PCCB PDCD10 PDE11A PDGFB PDGFRA PDGFRB PEPD PET100 PEX12 PIK3CA PKHD1 PLAU PLEC PLOD1 PLOD3 PLVAP PML PMM2 PMS1 PMS2 POT1 PRDM5 PRF1 PRKACA PRKACG PRKAR1A PRKCD PRKCSH PRKG1 PRLR PROC PROS1 PRTN3 PTEN PTPN11 PTPN22 PUF60 PYCR1 RAB27A RACGAP1 RAF1 RANBP2 RARA RASA1 RASA2 RASGRP1 RASGRP2 RB1 RBCK1 RBM10 RBM8A RBPJ RET RFT1 RHBDF2 RIN2 RIT1 RNF168 RPS14 RPS20 RRAS RRAS2 RREB1 RS1 RUNX1 RYR1 SAMD9 SBDS SCARB2 SDHA SDHAF2 SDHB SDHC SDHD SEC24C SEC63 SEMA4A SERPINE1 SERPINF2 SF3B1 SH2B3 SIK3 SIN3A SLC20A2 SLC25A11 SLC25A13 SLC2A10 SLC35A1 SLC37A4 SLC39A13 SLC51A SLC7A7 SLCO2A1 SLFN14 SMAD2 SMAD3 SMAD4 SMARCB1 SMARCE1 SMC5 SMO SMPD1 SNORD118 SNX10 SOS1 SOS2 SP110 SPARC SPRED2 SRC SREBF1 SRSF2 STAT2 STAT3 STAT4 STAT5B STIM1 STK11 STN1 STT3A STX11 STXBP1 STXBP2 SUFU TAOK1 TBL1XR1 TBX1 TBXA2R TCIRG1 TEK TERC TERT TET2 TFR2 TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 THPO THSD1 THSD4 TLR4 TMEM127 TMEM237 TMTC3 TNFRSF13B TNFRSF13C TNFRSF1A TNFSF11 TNFSF12 TNXB TP53 TRAF7 TREX1 TSC1 TSC2 TSPAN12 TTC7A UBA2 UBAC2 UFD1 UNC13D UROD UROS USP18 USP48 USP8 VHL VKORC1 VPS33B VWF WAS WFS1 WIPF1 XPR1 XYLT1 XYLT2 ZBTB16 ZEB2 ZMPSTE24 ZNF408 ZNF469 ZNFX1 HP_ABNORMAL_BLISTERING_OF_THE_SKIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_BLISTERING_OF_THE_SKIN ANAPC1 AQP5 ASXL1 BLM BRAF C4A CAST CASZ1 CBL CCR1 CD151 CDSN CLCN7 CLTRN COL17A1 COL2A1 COL7A1 CPOX CSTA CTC1 CYP26C1 DKC1 DSC3 DSG1 DSG3 DSP DST ECM1 ERAP1 EXPH5 FAS FBXO28 FERMT1 FOXP3 GABRD GATA1 GJA1 GJB3 GJB4 HLA-B HLA-DQB1 HLA-DRB1 HSPG2 IFNGR1 IKBKG IKZF1 IL10 IL12A IL12A-AS1 IL23R ITGA3 ITGA6 ITGB4 JUP KCNAB2 KDSR KIT KLHL24 KLRC4 KRT1 KRT10 KRT14 KRT16 KRT17 KRT2 KRT5 KRT6A KRT6B KRT9 LAMA3 LAMB3 LAMC2 LUZP1 MEFV MMP1 MMP23B NAXD NHP2 NOP10 NPM1 PARN PDPN PKP1 PLEC PPOX PRDM16 PRKCZ RECQL4 RERE RTEL1 RUNX1 SKI SLC39A4 SLC6A19 SMARCAD1 SNX10 SPEN SRSF2 STAT4 TCIRG1 TERC TERT TET2 TGM5 TINF2 TLR4 TNFSF11 TYMS UBAC2 UBE4B UROD UROS USB1 WRAP53 HP_ABNORMAL_BLOOD_CARBON_DIOXIDE_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_BLOOD_CARBON_DIOXIDE_LEVEL ACTA1 CACNA1S HACD1 ITGA7 LRP12 MAP3K20 MYL2 NDUFS8 PHOX2B RYR1 SELENON STAC3 TPM2 TPM3 HP_ABNORMAL_BLOOD_CHLORIDE_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_BLOOD_CHLORIDE_CONCENTRATION BSND CLCNKA CLCNKB CUL3 KCNJ1 KLHL3 MAGED2 SLC12A1 SLC26A3 WNK1 WNK4 HP_ABNORMAL_BLOOD_FOLATE_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_BLOOD_FOLATE_CONCENTRATION CUBN DHFR FTCD HLA-DQA1 HLA-DQB1 OTUD5 SLC46A1 TCN2 ZNF699 HP_ABNORMAL_BLOOD_GAS_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_BLOOD_GAS_LEVEL ABCA3 ACTA1 BTNL2 CACNA1S CD40LG CNOT1 CSF2RA CSF2RB EIF2AK4 ENG FBN1 FGFR3 GATA6 HACD1 HBB HLA-DRB1 ITGA7 LONP1 LRP12 MAP3K20 MARS1 MYL2 NDUFS8 NKX2-1 PHOX2B PTRH2 RHAG RHCE RHD RYR1 SELENON SFTPB SFTPC SLC34A2 SLC35A1 SMPD1 STAC3 TPM2 TPM3 ZFPM2 HP_ABNORMAL_BLOOD_GLUCOSE_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_BLOOD_GLUCOSE_CONCENTRATION ABCC8 ACAD8 ACAD9 ACADM ACADS ACADSB ACADVL ACAT1 ACSF3 ACSL5 AFF4 AGL AKT2 ALDH7A1 ALDOB ALG12 APC2 APPL1 ARMC5 ASXL2 ATIC ATP5F1D ATP7A AUH BBS9 BCKDHA BCKDHB BCS1L BLK BMP6 CA5A CACNA1C CACNA1S CAMKMT CDKN1C CDON CEL CIC CLPB COG7 COG8 COX10 COX11 COX16 CPT1A CPT2 CTDP1 CYB561 CYC1 CYP11A1 CYP21A2 DBH DBT DGUOK DIS3L2 DLD DMXL2 DNAJC19 DOLK DYRK1B EBP EHHADH EIF2S3 ENPP1 ETFA ETFB ETFDH FAH FARSB FBP1 FGF20 FOXA2 FOXRED1 FUT8 G6PC1 GABRA3 GALK1 GALT GATA6 GATB GATC GATM GCDH GCK GFM2 GFRA1 GH1 GHR GHSR GJA1 GK GLI2 GLI3 GLUD1 GLYCTK GPC3 GPC4 GPR161 GRB10 GREB1L GYS2 H19 HADH HADHA HADHB HERC1 HESX1 HFE HMGA2 HMGCL HMGCS2 HNF1A HNF4A HRAS HSD17B10 HSD3B2 HTRA2 HYMAI HYOU1 IARS1 IARS2 IGF1 IGF2 IL6 INS INSR ITGA8 ITPR3 KCNE3 KCNJ11 KCNJ18 KCNQ1 KCNQ1OT1 KDM6A KHK KLF11 LHX3 LHX4 LMNA LRPPRC MADD MC2R MCCC1 MCCC2 MEN1 MICOS13 MLYCD MMACHC MMUT MPC1 MPV17 MRAP MRPS2 MRPS28 MRPS7 MSL3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MTO1 MTOR NAB2 NARS2 NBAS NDUFA1 NDUFA11 NDUFA6 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF6 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB9 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NEUROD1 NFKB2 NFS1 NNT NR1H4 NR3C1 NSD1 NUBPL ODC1 OTC OTX2 PAK1 PAX4 PC PCCA PCCB PCK1 PCK2 PCSK1 PDX1 PET100 PGM1 PHKA1 PHKA2 PHKB PHKG2 PIK3R1 PLAG1 PLAGL1 PLPBP PNPO POGZ POMC POR POU1F1 PPARG PPM1B PPP1R15B PPP2R5D PREPL PRKAG2 PROKR2 PROP1 PRORP PTEN PTF1A PTPN22 PYGL QRSL1 RET RFX6 RIMS2 RNF125 ROBO1 SAMD9 SCN4A SCO1 SECISBP2 SERAC1 SETD2 SGPL1 SH2B1 SHPK SLC16A1 SLC1A1 SLC22A5 SLC25A20 SLC25A36 SLC2A2 SLC34A1 SLC37A4 SLC3A1 SLC52A1 SLC5A2 SNIP1 SOX3 STAR STAT3 STAT6 SUCLG1 TANGO2 TBX19 TFAM TFE3 TFG TIMMDC1 TMEM126B TRMT10A TRPM3 TXNRD2 UCP2 UQCC3 UQCRB UQCRC2 UQCRH WARS2 WDR11 WNT9B YARS1 YY1 ZFP57 ZMPSTE24 HP_ABNORMAL_BLOOD_INORGANIC_CATION_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_BLOOD_INORGANIC_CATION_CONCENTRATION ACADVL ADAMTS3 ADCY10 ALDOB ALG12 ALPL AP1S3 AP2S1 APC2 ARVCF ATP1A1 BAZ1B BCL7B BSND BTK BTNL2 BUD23 CA2 CACNA1C CACNA1S CAMKMT CASR CAV1 CCBE1 CCDC134 CCND1 CDC73 CDKN1A CDKN1B CDKN1C CDKN2B CDKN2C CHD7 CLCN7 CLCNKA CLCNKB CLDN10 CLDN16 CLDN19 CLIP2 CNNM2 COMT CSF1R CTNS CYP24A1 CYP27B1 CYP2R1 CYP3A4 DBH DGCR2 DGCR6 DGCR8 DLST DMP1 DNAJC30 DNMT3A EGF EIF4H ELN ENPP1 EPAS1 ESS2 FAM111A FARSB FAT4 FGF23 FH FKBP6 FOCAD FOXP3 FXYD2 GABRA3 GALNT3 GATA3 GCM2 GEMIN4 GNA11 GNAS GNAS-AS1 GNB2 GP1BB GTF2I GTF2IRD1 GTF2IRD2 HADHA HADHB HIRA HLA-DQA1 HLA-DQB1 HLA-DRB1 IFT122 IL36RN JMJD1C KCNJ1 KCNJ10 KCNJ18 KIF1B KL LDHA LIMK1 LPIN1 MAX MDH2 MEN1 METTL27 MLXIPL MT-CO1 MT-CO3 NCF1 NF1 NOTCH3 NSD1 OBSCN ORAI1 OSTM1 PCBD1 PDGFB PDGFRB PHEX PIGT PIK3C2A PLEKHM1 PLVAP POLRMT PPM1B PREPL PTH PTH1R RET RFC2 RFX7 RMRP RRAGD RREB1 RYR1 SARS2 SDHA SDHAF2 SDHB SDHC SDHD SEC24C SETD2 SLC12A1 SLC12A3 SLC20A2 SLC25A11 SLC30A10 SLC34A1 SLC34A2 SLC34A3 SLC39A14 SLC39A8 SLC3A1 SLC4A1 SLC5A1 SNX10 STX16 STX1A TBCE TBL2 TBX1 TCIRG1 TIAM1 TMEM127 TMEM270 TNFRSF11A TNFSF11 TRIO TRPM6 UBR1 UFD1 USP53 VDR VHL VPS37D HP_ABNORMAL_BLOOD_ION_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_BLOOD_ION_CONCENTRATION ABCB6 ABCC6 ABCD3 ACADVL ADAMTS3 ADCY10 AIP AKAP9 ALAD ALAS2 ALDOA ALDOB ALG12 ALG8 ALPL ANK2 AP1B1 AP1S1 AP1S3 AP2S1 APC2 AQP2 ARNT2 ARVCF ATIC ATP1A1 ATP6AP1 ATP6V0A2 ATP6V0A4 ATP7A ATP7B AVPR2 BAZ1B BCL7B BCS1L BMP2 BMP6 BMPR1A BSND BTK BTNL2 BUD23 CA12 CA2 CA5A CACNA1C CACNA1D CACNA1S CALM1 CALM2 CALM3 CAMKMT CARD9 CASR CAV1 CAV3 CCBE1 CCDC134 CCND1 CDC73 CDH23 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CHD7 CLCN2 CLCN5 CLCN7 CLCNKA CLCNKB CLDN10 CLDN16 CLDN19 CLIP2 CNNM2 COG2 COL3A1 COL4A3 COL7A1 COMT CP CPOX CSF1R CTNNB1 CTNS CUL3 CYP11A1 CYP11B1 CYP11B2 CYP17A1 CYP24A1 CYP27B1 CYP2R1 CYP3A4 DBH DEF6 DGCR2 DGCR6 DGCR8 DLST DMP1 DNAJC30 DNMT3A DSG1 DZIP1L EGF EHHADH EIF2AK3 EIF4H ELN ELP1 ENPP1 EPAS1 ESS2 FAH FAM111A FAM20C FARSB FAT4 FGF23 FGFR1 FH FKBP6 FOCAD FOXP1 FOXP3 FTH1 FTL FXYD2 GABRA3 GALNT3 GATA3 GATM GCM2 GEMIN4 GNA11 GNAS GNAS-AS1 GNB2 GP1BB GTF2I GTF2IRD1 GTF2IRD2 HADHA HADHB HAMP HBB HFE HIRA HJV HLA-DQA1 HLA-DQB1 HLA-DRB1 HMBS HNF4A HRAS HSD11B2 HSD3B2 IARS1 IFT122 IL36RN INPPL1 INSR INVS IRF4 JMJD1C KCNE1 KCNE2 KCNE3 KCNH2 KCNJ1 KCNJ10 KCNJ18 KCNJ2 KCNJ5 KCNN4 KCNQ1 KIF1B KIF23 KL KLHL3 KRAS LAMA3 LAMB3 LAMC2 LDHA LIMK1 LPIN1 LYST MAGED2 MAX MC2R MDH2 MEN1 METTL27 MLXIPL MMP1 MRAP MT-CO1 MT-CO3 NAB2 NCF1 NDUFAF6 NDUFB8 NF1 NFKB2 NHERF1 NNT NOS1AP NOTCH3 NR0B1 NR3C1 NR3C2 NRAS NSD1 NUP214 OBSCN OCRL ORAI1 OSTM1 PAX2 PBX1 PCBD1 PDGFB PDGFRB PHEX PIEZO1 PIGA PIGT PIK3C2A PKD2 PKHD1 PKLR PLEKHM1 PLVAP POLG2 POLRMT POR PPM1B PPOX PREPL PRF1 PRKAR1A PTH PTH1R RACGAP1 RET RFC2 RFX7 RMRP RRAGD RREB1 RYR1 SAMD9 SARS2 SCN10A SCN4A SCN4B SCN5A SCNN1A SCNN1B SCNN1G SCO2 SDHA SDHAF2 SDHB SDHC SDHD SEC24C SERPINA6 SETD2 SKIC2 SKIC3 SLC11A2 SLC12A1 SLC12A3 SLC20A2 SLC25A11 SLC25A38 SLC26A3 SLC2A1 SLC2A2 SLC30A10 SLC30A2 SLC30A9 SLC31A1 SLC33A1 SLC34A1 SLC34A2 SLC34A3 SLC39A14 SLC39A4 SLC39A8 SLC3A1 SLC40A1 SLC4A1 SLC4A2 SLC4A4 SLC5A1 SLC7A7 SMAD4 SNTA1 SNX10 SPATA5 STAR STAT6 STEAP3 STX16 STX1A SYK TBCE TBK1 TBL2 TBX1 TBX19 TBX5 TCIRG1 TDP2 TERT TFR2 TIAM1 TICAM1 TLR3 TMEM127 TMEM270 TMPRSS6 TNFRSF11A TNFRSF11B TNFSF11 TP53 TRAF3 TRDN TRIO TRNT1 TRPM6 TSFM TXNRD2 UBR1 UFD1 UNC45A UNC93B1 USP53 USP8 VDR VHL VPS37D WNK1 WNK4 ZNRF3 HP_ABNORMAL_BLOOD_MONOVALENT_INORGANIC_CATION_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_BLOOD_MONOVALENT_INORGANIC_CATION_CONCENTRATION ABCB6 AIP AKAP9 ALAD ALDOA ALG12 ALG8 ANK2 AP1S3 AQP2 ARNT2 ATIC ATP1A1 ATP6V0A4 AVPR2 BMPR1A BSND CA12 CA5A CACNA1C CACNA1D CACNA1S CALM1 CALM2 CALM3 CASR CAV3 CDH23 CDKN2A CLCN2 CLCNKA CLCNKB CLDN10 COL3A1 CPOX CTNNB1 CTNS CUL3 CYP11A1 CYP11B1 CYP11B2 CYP17A1 DEF6 DSG1 DZIP1L EHHADH EIF2AK3 ELP1 FGFR1 FOCAD FXYD2 GABRA3 GATM GEMIN4 HMBS HSD11B2 HSD3B2 IL36RN INSR INVS IRF4 KCNE1 KCNE2 KCNE3 KCNH2 KCNJ1 KCNJ10 KCNJ18 KCNJ2 KCNJ5 KCNN4 KCNQ1 KLHL3 LPIN1 LYST MAGED2 MC2R MRAP MT-CO1 MT-CO3 NDUFAF6 NDUFB8 NFKB2 NNT NOS1AP NR0B1 NR3C1 NR3C2 NUP214 OBSCN OCRL PAX2 PBX1 PIEZO1 PKD2 PKHD1 PLVAP POLG2 POR PPOX PRF1 PRKAR1A RRAGD RYR1 SAMD9 SARS2 SCN10A SCN4A SCN4B SCN5A SCNN1A SCNN1B SCNN1G SERPINA6 SETD2 SLC12A1 SLC12A3 SLC26A3 SLC2A1 SLC2A2 SLC30A9 SLC34A1 SLC4A1 SLC4A2 SLC4A4 SLC5A1 SMAD4 SNTA1 STAR SYK TBK1 TBX19 TBX5 TDP2 TERT TICAM1 TLR3 TP53 TRAF3 TRDN TSFM TXNRD2 UNC45A UNC93B1 USP8 WNK1 WNK4 ZNRF3 HP_ABNORMAL_BLOOD_PHOSPHATE_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_BLOOD_PHOSPHATE_CONCENTRATION ABCC6 ALDOB ALPL AP2S1 CACNA1S CASR CCDC134 CDC73 CLCN5 CLCN7 COL4A3 CTNS CYP27B1 CYP2R1 CYP3A4 DMP1 EHHADH ENPP1 FAH FAM111A FAM20C FGF23 GABRA3 GALNT3 GATM GCM2 GNA11 GNAS GNAS-AS1 HNF4A HRAS INPPL1 KCNJ18 KL KRAS LPIN1 MEN1 MT-CO1 MT-CO3 NAB2 NDUFAF6 NHERF1 NRAS OBSCN OCRL PHEX POLRMT PRKAR1A PTH PTH1R RYR1 SAMD9 SLC2A2 SLC34A1 SLC34A2 SLC34A3 SNX10 STAT6 STX16 TBCE TCIRG1 TNFRSF11B TNFSF11 VDR HP_ABNORMAL_BLOOD_POTASSIUM_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_BLOOD_POTASSIUM_CONCENTRATION ABCB6 AIP AKAP9 ALDOA ANK2 ATP1A1 ATP6V0A4 BMPR1A BSND CA12 CACNA1C CACNA1D CACNA1S CALM1 CALM2 CALM3 CASR CAV3 CDH23 CDKN2A CLCN2 CLCNKA CLCNKB CLDN10 COL3A1 CTNNB1 CTNS CUL3 CYP11A1 CYP11B1 CYP11B2 CYP17A1 DEF6 EHHADH FXYD2 GABRA3 GATM GEMIN4 HSD11B2 HSD3B2 INSR INVS KCNE1 KCNE2 KCNE3 KCNH2 KCNJ1 KCNJ10 KCNJ18 KCNJ2 KCNJ5 KCNN4 KCNQ1 KLHL3 LPIN1 MAGED2 MC2R MRAP MT-CO1 MT-CO3 NDUFAF6 NFKB2 NNT NOS1AP NR3C1 NR3C2 NUP214 OBSCN OCRL PAX2 PBX1 PIEZO1 PKD2 POLG2 POR PRKAR1A RRAGD RYR1 SAMD9 SCN10A SCN4A SCN4B SCN5A SCNN1A SCNN1B SCNN1G SERPINA6 SLC12A1 SLC12A3 SLC26A3 SLC2A1 SLC2A2 SLC30A9 SLC34A1 SLC4A1 SLC4A2 SLC4A4 SMAD4 SNTA1 STAR TBX19 TBX5 TERT TP53 TRDN TXNRD2 UNC45A USP8 WNK1 WNK4 ZNRF3 HP_ABNORMAL_BLOOD_SODIUM_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_BLOOD_SODIUM_CONCENTRATION ALAD ALG12 ALG8 AP1S3 AQP2 ARNT2 ATIC AVPR2 BSND CA12 CA5A CLCNKA CLCNKB CPOX CTNS CYP11A1 CYP11B2 DSG1 DZIP1L EIF2AK3 ELP1 FGFR1 FOCAD GEMIN4 HMBS HSD3B2 IL36RN IRF4 LYST MAGED2 MC2R MRAP NDUFB8 NFKB2 NNT NR0B1 NR3C2 NUP214 OCRL PAX2 PBX1 PKHD1 PLVAP POR PPOX PRF1 RRAGD SAMD9 SARS2 SCN4A SCNN1A SCNN1B SCNN1G SETD2 SLC26A3 SLC5A1 STAR SYK TBK1 TBX19 TDP2 TICAM1 TLR3 TRAF3 TSFM TXNRD2 UNC93B1 HP_ABNORMAL_BLOOD_TRANSITION_ELEMENT_CATION_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_BLOOD_TRANSITION_ELEMENT_CATION_CONCENTRATION ABCD3 ALAS2 AP1B1 AP1S1 ATP6AP1 ATP6V0A2 ATP7A ATP7B BCS1L BMP2 BMP6 CARD9 COG2 COL7A1 CP FOXP1 FTH1 FTL HAMP HBB HFE HJV IARS1 KIF23 MMP1 PIGA PKLR RACGAP1 SCO2 SKIC2 SKIC3 SLC11A2 SLC25A38 SLC30A10 SLC30A2 SLC31A1 SLC33A1 SLC39A4 SLC39A8 SLC40A1 SLC7A7 SPATA5 STEAP3 TFR2 TMPRSS6 TRNT1 HP_ABNORMAL_BLOOD_UREA_NITROGEN_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_BLOOD_UREA_NITROGEN_CONCENTRATION ADAMTS13 ATP5F1B AVPR2 C3 CD46 CFB CFH CFHR1 CFHR3 CFI CTNS DBH ELP1 ERCC4 ERCC6 ERCC8 FAN1 MRPS7 PIGA SARS2 SLC22A12 SLC2A9 THBD HP_ABNORMAL_BLOOD_VESSEL_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_BLOOD_VESSEL_MORPHOLOGY AASS ABCA1 ABCC6 ABCC9 ABCD4 ABCG5 ABCG8 ABL1 ACP5 ACSL4 ACTA2 ACTB ACVR2B ACVRL1 ADA2 ADAMTS10 ADAMTS19 ADAMTS3 ADAMTSL1 ADAR ADAT3 ADH5 ADK AEBP1 AFF4 AGGF1 AGO2 AGPAT2 AGXT AKT1 ALB ALDH18A1 ALDH1A2 ALG12 ALG3 ALG5 ALG8 ALG9 ALMS1 ALX1 ALX3 ALX4 AMER1 AMMECR1 ANAPC7 ANGPT2 ANGPTL6 ANK1 ANKS6 ANTXR1 APC2 APOA1 APOA2 APOA5 APOB APOE APP ARF1 ARFGEF2 ARHGAP31 ARID1A ARID1B ARID2 ARL6IP6 ARPC1B ARSL ARVCF ARX ASAH1 ASCC1 ASXL2 ATN1 ATP2B1 ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 ATP7A B3GALT6 B3GAT3 B3GLCT BANF1 BAP1 BAZ1B BCL11B BCL7B BCOR BCR BEST1 BGN BICC1 BICRA BMP2 BMPR1A BMPR2 BPTF BRAF BRCA1 BRCA2 BRCC3 BRF1 BRIP1 BSCL2 BUB1 BUB1B BUB3 BUD23 C12orf57 C1QB C1R C1S C2CD3 C4A CACNA1C CADM3 CALM3 CARS1 CASP10 CASZ1 CAT CAV1 CAVIN1 CBL CBS CCBE1 CCDC103 CCDC22 CCDC39 CCDC40 CCDC47 CCDC65 CCM2 CCNO CCNQ CCR1 CD19 CD244 CD81 CD96 CDC42 CDC42BPB CDH2 CDK8 CDON CELA2A CEP120 CEP19 CEP57 CETP CFAP221 CFAP298 CFAP300 CFAP53 CFAP74 CFC1 CFI CHD4 CHD7 CHRM3 CHRNG CHST3 CHUK CIITA CIROP CITED2 CLCN7 CLCNKB CLIP2 CNTN1 COA6 COG4 COG6 COL18A1 COL1A1 COL1A2 COL3A1 COL4A1 COL5A1 COL5A2 COMT COQ4 COX7B CPLANE1 CR2 CRB2 CREBBP CRELD1 CRKL CRTAP CSF2RA CSF2RB CSGALNACT1 CTCF CTLA4 CTSA CTU2 CUX1 CWC27 CXCR2 CXCR4 CYP1B1 CYP27A1 CYP7A1 DACT1 DARS1 DCDC2 DDX11 DDX3X DDX59 DDX6 DGCR2 DGCR6 DGCR8 DHCR24 DHCR7 DIS3L2 DISP1 DLK1 DLL1 DLL3 DLL4 DMPK DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB11 DNAJB13 DNAJC30 DNAL1 DNASE1L3 DNMT3A DOCK6 DOCK8 DOHH DPF2 DPH5 DPM1 DPYSL5 DRC1 DTNA DVL3 DYNC2LI1 DYRK1A DYRK1B ECE1 EED EFEMP1 EFEMP2 EGFR EHMT1 EIF2AK3 EIF2AK4 EIF4H ELN EMILIN1 ENG ENPP1 EOGT EP300 EPHB4 EPHX2 ERAP1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ERMARD ESCO2 ESR1 ESS2 EXT1 EXT2 EZH2 F12 FADD FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FARSB FAS FASLG FAT4 FBLN5 FBN1 FBN2 FGF10 FGF8 FGFR1 FGFR2 FGFR3 FIBP FIG4 FKBP14 FKBP6 FKTN FLI1 FLNA FLNB FLT4 FMR1 FOCAD FOS FOXC1 FOXC2 FOXE3 FOXF1 FOXH1 FOXJ1 FOXP2 FRA10AC1 FTO FUCA1 FUT8 FZD4 G6PC3 GAA GABRD GALC GALNT3 GANAB GAS1 GAS2L2 GAS8 GATA1 GATA4 GATA5 GATA6 GBA1 GDF1 GDF2 GEMIN4 GGCX GHR GJA1 GJA5 GJA8 GJC2 GLB1 GLI2 GLI3 GLMN GLYCTK GM2A GMPPB GNA11 GNAQ GNB2 GNPAT GP1BB GPC3 GPC4 GPC6 GPIHBP1 GPR35 GTF2I GTF2IRD1 GTF2IRD2 GUCY1A1 GUSB HACD1 HCCS HCK HDAC4 HEATR3 HES7 HEXA HEXB HEY2 HGD HIBCH HIRA HLA-B HLA-DPA1 HLA-DPB1 HLA-DRB1 HNRNPK HOXA1 HPGD HRAS HSPG2 HTRA1 HTRA2 HYDIN HYMAI HYOU1 ICOS IDH1 IDS IFIH1 IFNG IFNGR1 IFT140 IFT27 IFT43 IGBP1 IGF2 IGFBP7 IL10 IL12A IL12A-AS1 IL12B IL12RB1 IL23R IL6 IL6ST INTU IPO8 IRF2BP2 ITPR1 JAG1 JAK2 JMJD1C KANSL1 KAT6A KAT6B KAT8 KCNAB2 KCNE5 KCNH1 KCNJ8 KCNN3 KCNQ2 KCNT1 KDM3B KDM6A KDR KIF5A KLRC4 KMT2A KMT2B KMT2D KNSTRN KRAS KRIT1 KYNU LARS2 LCAT LDLR LDLRAP1 LEMD2 LFNG LIFR LIMK1 LIPA LIPC LMBRD1 LMNA LMX1B LOX LPL LRP5 LRP6 LRPPRC LRRC56 LSM11 LTBP1 LTBP4 LUZP1 LZTR1 MAD2L2 MAF MAP1B MAP2K1 MAP3K7 MAPK1 MAPKAPK5 MASP1 MAT2A MAX MCIDAS MCTP2 MED11 MED12 MED13L MED25 MEF2A MEFV MEG3 MEGF8 MEIS2 MESP2 METTL27 MFAP5 MGAT2 MGP MID1 MKKS MKS1 MLX MLXIPL MMP14 MMP2 MMP21 MMP23B MNX1 MPL MRAS MRPS16 MS4A1 MST1 MSX2 MT-ATP6 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MVK MYCN MYD88 MYH11 MYH3 MYH7 MYLK MYOC MYOCD MYPN MYRF NAA10 NAA20 NADSYN1 NAE1 NCAPG2 NCF1 NDE1 NDP NDUFB11 NEDD4L NEK1 NEK10 NEK8 NEK9 NEU1 NF1 NFIA NFIX NFKB1 NFKB2 NFKBIL1 NIPA1 NIPA2 NKAP NKX2-5 NKX2-6 NLRP3 NME5 NME8 NOD2 NODAL NONO NOTCH1 NOTCH2 NOTCH3 NPC1 NPC2 NPHP3 NPPA NPR3 NR2F2 NRAS NSD1 NSMCE2 NT5E NXN OCLN ODAD1 ODAD2 ODAD3 ODAD4 OFD1 OSGEP OTUD5 OTULIN P4HA2 PACS1 PAH PAK2 PALB2 PAM16 PBX1 PCGF2 PCNT PCSK9 PDCD10 PDE11A PDGFB PDGFRB PDPN PEX1 PEX12 PEX19 PGM1 PGM3 PHGDH PIEZO1 PIGA PIGL PIGN PIGO PIGT PIK3CA PIK3CD PIK3CG PIK3R1 PIK3R2 PKD1 PKD1L1 PKD2 PKP2 PLAGL1 PLCB1 PLCB3 PLCH1 PLD1 PLOD1 PLOD3 PLXND1 PNP PNPLA2 POGZ POLA1 POLR1A POLR1B POLR1C POLR1D POLR3A POLR3F PORCN POU3F4 PPARG PPFIBP1 PPP1CB PPP1R15B PPP1R17 PPP2R1A PQBP1 PRDM13 PRDM16 PRDM6 PRIM1 PRKACB PRKAR1A PRKCD PRKCSH PRKCZ PRKG1 PROC PROS1 PRPF3 PRTN3 PSAP PSMD12 PTCH1 PTDSS1 PTEN PTH1R PTPN11 PTPN22 PUF60 PYCR1 QRICH1 RAB23 RAC1 RAD21 RAD51 RAD51C RAF1 RAI1 RASA1 RASA2 RASGRP1 RBM10 RBM8A RBP4 RBPJ RERE RET RFC2 RFWD3 RIN2 RIPPLY2 RIT1 RNASEH2A RNASEH2B RNASEH2C RNF213 RNU4ATAC RNU7-1 ROBO1 ROBO4 ROR2 RPGR RPL10 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RRAS RRAS2 RREB1 RSPH1 RSPH3 RSPH4A RSPH9 RSPO2 RSPRY1 RTL1 SALL1 SALL4 SAMD9 SAMHD1 SC5D SCN10A SCN11A SCN1A SCN2A SCN9A SDHB SDHD SEC24C SEC61A1 SEC63 SELENOI SEMA3E SEMA4D SERPIND1 SETD2 SF3B2 SF3B4 SFTPB SH2D1A SH3PXD2B SHANK3 SHH SIK3 SIX3 SIX6 SKI SKIC2 SKIC3 SLC12A3 SLC12A5 SLC20A2 SLC22A4 SLC25A22 SLC25A24 SLC29A3 SLC2A10 SLC34A2 SLC35A2 SLC37A4 SLC39A13 SLX4 SMAD2 SMAD3 SMAD4 SMAD6 SMARCA2 SMARCA4 SMARCAL1 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMC5 SMG8 SMG9 SMOC1 SMPD1 SNRPB SNRPN SNX10 SNX14 SON SOS1 SOS2 SOX10 SOX11 SOX2 SOX4 SPAG1 SPECC1L SPEF2 SPEN SPRED2 SPTBN1 SRCAP SRY SSR4 STAG2 STAT1 STAT3 STAT4 STIL STK36 STRA6 STX1A STXBP1 SUCLG1 SUFU SUPT16H SYK TAB2 TALDO1 TAOK1 TBC1D24 TBL2 TBX1 TBX2 TBX20 TBX4 TBX5 TCF4 TCIRG1 TCOF1 TDGF1 TEK TELO2 TFAP2B TGDS TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 TGIF1 THOC6 THPO THSD1 THSD4 TKT TLL1 TLR4 TMCO1 TMEM127 TMEM231 TMEM260 TMEM270 TMEM67 TMEM94 TMTC3 TNFRSF13B TNFRSF13C TNFRSF1A TNFSF11 TNFSF12 TNNT2 TNXB TOM1 TONSL TP63 TPM2 TPM3 TRAF7 TRAIP TREX1 TRIO TRIP11 TRIP13 TRIP4 TRPV6 TRRAP TSC1 TSC2 TSFM TSR2 TTC12 TTC26 TUBG1 TULP1 TWIST1 UBA1 UBAC2 UBE2A UBE2T UBE3B UBE4B UBR1 UBR7 UFC1 UFD1 UMPS UNC45B UQCRFS1 USP18 USP9X VAC14 VEGFC VHL VPS33A VPS35L VPS37D WAC WAS WASHC5 WDPCP WDR19 WDR26 WDR35 WDR37 WIPF1 WLS WNT4 WRN WT1 XIAP XRCC2 XYLT1 XYLT2 YME1L1 YY1 YY1AP1 ZBTB7A ZEB2 ZFPM2 ZIC2 ZIC3 ZMIZ1 ZMPSTE24 ZMYM2 ZMYND10 ZNF148 ZNF462 ZNF687 ZNF699 HP_ABNORMAL_BLOOD_ZINC_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_BLOOD_ZINC_CONCENTRATION COL7A1 IARS1 MMP1 SLC30A2 SLC39A4 SLC39A8 SLC7A7 HP_ABNORMAL_BONE_STRUCTURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_BONE_STRUCTURE AARS1 ABCC6 ABCC9 ACP5 ACVR1 ADAMTS10 ADAMTS2 ADAMTSL2 ADCY10 AEBP1 AFF3 AGA AGK AGPAT2 AGPS AGXT AIFM1 AIP AKR1D1 AKT1 ALB ALDH18A1 ALG12 ALG3 ALG9 ALPL ALX4 AMER1 ANAPC1 ANKH ANKLE2 ANO5 ANOS1 ANTXR1 ANTXR2 AP1S2 AP2S1 APC ARL6IP6 ARMC5 ARSL ASAH1 ASPM ASXL1 ASXL2 ATL3 ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP7A ATP7B ATP8B1 ATRX AVP B2M B3GALT6 B3GAT3 B4GALT7 BAAT BANF1 BAZ1B BCL7B BGN BMP1 BMP15 BMP2 BMP6 BMPER BMPR1B BMS1 BNC1 BRAF BRCA1 BRCA2 BRIP1 BSCL2 BTNL2 BUB1 BUB1B BUB3 BUD23 CA2 CALCR CANT1 CARS1 CASR CAV1 CAVIN1 CBFB CBL CBS CCDC134 CCDC141 CCN2 CCN6 CCND1 CCR6 CD96 CDC73 CDH23 CDK5RAP2 CDK6 CDKN1A CDKN1B CDKN1C CDKN2B CDKN2C CEACAM3 CEACAM6 CENPE CENPJ CEP135 CEP152 CEP164 CEP290 CEP57 CEP63 CFTR CHD7 CHEK2 CHRNG CHST3 CIT CLCA4 CLCN5 CLCN7 CLIP2 CLPB COG1 COL10A1 COL11A2 COL1A1 COL1A2 COL2A1 COL3A1 COL5A1 COL5A2 COL7A1 COL9A3 COMP COPB2 COX4I2 CPLX1 CREB3L1 CRIPT CRTAP CSF1R CSPP1 CTBP1 CTC1 CTCF CTDP1 CTNNB1 CTNND2 CTNS CTSC CTSK CYB5A CYP11A1 CYP17A1 CYP19A1 CYP27A1 CYP27B1 CYP2R1 CYP3A4 DCAF17 DCC DCHS1 DCTN4 DDOST DDR2 DDRGK1 DHCR24 DHCR7 DHX37 DKC1 DKK1 DLK1 DLL4 DLX3 DMP1 DMRT3 DNAJC21 DNAJC30 DPAGT1 DPM2 DUOX2 DUOXA2 DUSP6 DVL1 DYM DYNC2H1 DYNC2I1 DYNC2I2 EBP EDNRA EED EFL1 EHHADH EIF2AK3 EIF4H ELANE ELMO2 ELN ELP1 ENPP1 ERCC2 ERCC3 ERCC4 ERCC6 ERCC8 ESR1 ESR2 EXOC6B EXT1 EXT2 EXTL3 FAH FAM111A FAM20C FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FARSB FAT4 FBLN5 FBN1 FBN2 FERMT3 FEZF1 FGF17 FGF23 FGF8 FGFR1 FGFR2 FGFRL1 FIG4 FKBP10 FKBP14 FKBP6 FLNA FLNB FLRT3 FN1 FOS FOXA2 FSHR FUT8 FZD4 G6PC1 GALNS GALNT3 GALT GATA1 GATA4 GATM GBA1 GCLC GCM2 GDF5 GEMIN4 GET4 GFI1 GGCX GJA1 GJB2 GJB6 GK GLA GLB1 GLE1 GLI2 GLI3 GLIS3 GNA11 GNAS GNPAT GNPTAB GNRH1 GNRHR GORAB GPAA1 GPC3 GPC4 GPR35 GPX4 GSC GSTM3 GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GUSB HAMP HBB HBG1 HBG2 HDAC6 HECW2 HERC2 HESX1 HFE HGD HGSNAT HHAT HJV HLA-DQA1 HLA-DQB1 HLA-DRB1 HMGA2 HMOX1 HNF4A HNRNPA1 HNRNPA2B1 HNRNPH1 HNRNPK HOXA13 HPGD HRAS HS6ST1 HSD17B4 HSD3B7 HSPG2 HTRA1 IARS2 IDH1 IDH2 IER3IP1 IFIH1 IFITM5 IFT122 IFT140 IFT43 IFT52 IFT80 IGF1 IHH IKBKG IL12A IL12RB1 IL17RD IL1RN IL6ST INPPL1 INTU INVS IQCB1 IRF5 IRX5 ITGB4 IYD KARS1 KCNH1 KCNJ1 KCNJ8 KCNN4 KDELR2 KIAA0586 KIF14 KIF1A KIF22 KIF7 KISS1 KISS1R KIT KL KLF1 KLLN KNL1 KNSTRN KRAS LAMA3 LAMA5 LAMB3 LAMC2 LARS2 LBR LEMD2 LEMD3 LETM1 LFNG LHX3 LHX4 LIFR LIMK1 LMNA LMX1B LONP1 LPIN2 LRP4 LRP5 LRP6 LRRK1 LTBP4 MAD2L2 MAFB MAGEL2 MALT1 MAN2B1 MAP2K1 MAP3K1 MAP3K7 MATN3 MBTPS1 MBTPS2 MC4R MCM7 MCPH1 MDM4 MED12 MEG3 MEN1 METTL27 METTL5 MFSD2A MGAT2 MGP MIA3 MIF MIR140 MITF MKRN3 MLXIPL MMEL1 MMP1 MMP13 MMP14 MMP2 MPL MPLKIP MRPS22 MSH4 MST1 MTAP MTRR MTTP MTX2 NAA20 NAB2 NAE1 NAF1 NAGA NAGLU NANS NCAPD3 NCF1 NDN NDNF NDP NDUFAF1 NDUFAF6 NELFA NEU1 NF1 NFATC2 NFIX NFKBIA NGLY1 NHERF1 NHLH2 NHP2 NKX3-2 NLRP3 NOP10 NOTCH2 NOTCH3 NPAP1 NPHP1 NPHP3 NPHP4 NPM1 NPR2 NR0B1 NR3C1 NR5A1 NRAS NSD2 NSDHL NSMF NT5E NUP107 NUP37 OCA2 OCRL OFD1 ORC1 ORC6 OSTM1 OTX2 P3H1 P4HB PALB2 PAM16 PAPPA2 PARN PCCA PCCB PDE11A PDE4D PDGFRB PDLIM4 PEPD PERP PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PHC1 PHEX PHF21A PHKA2 PHKB PHKG2 PIGG PIGL PIGT PIGU PIGV PIGY PIK3CA PIK3CD PISD PLCB3 PLEC PLEKHM1 PLOD1 PLOD2 PLOD3 PMM2 POC1A POF1B POLD1 POLE POLG POLG2 POLR1B POLR1C POLR1D POLR3A POLR3H POLRMT PORCN POU1F1 POU2AF1 PPARG PPIB PPP3CA PRDM5 PRG4 PRKACA PRKAR1A PRKG2 PRLR PROK2 PROKR2 PROP1 PSAP PSMC3IP PTCH1 PTDSS1 PTEN PTH1R PWAR1 PWRN1 PYCR1 PYCR2 PYGL RAB3GAP1 RAD51 RAD51C RB1 RBL2 RECQL4 RETREG1 RFC2 RFWD3 RIGI RIN2 RMRP RNF113A RNF125 RNU4ATAC RNU7-1 RPL10 RPL11 RRM2B RSPO2 RSPRY1 RTEL1 RTL1 RUNX1 RUNX2 SALL4 SAMD9 SARS1 SASS6 SATB2 SBDS SC5D SCARB2 SCN4A SCN9A SDCCAG8 SDHB SDHC SDHD SEC23A SEC23B SEC24D SEMA3A SEMA3E SEMA4D SEMA5A SERPINA1 SERPINH1 SETBP1 SETD2 SFRP4 SGMS2 SGSH SH3BP2 SH3PXD2B SIK3 SIM1 SKI SLC10A1 SLC10A7 SLC11A1 SLC12A1 SLC17A5 SLC25A19 SLC25A24 SLC25A4 SLC26A2 SLC26A9 SLC29A3 SLC2A2 SLC34A1 SLC34A2 SLC34A3 SLC35A2 SLC35B2 SLC35D1 SLC37A4 SLC39A13 SLC39A14 SLC39A8 SLC4A1 SLC4A2 SLC5A5 SLC6A14 SLC7A7 SLC9A3 SLCO2A1 SLX4 SMAD3 SMARCAL1 SMARCD2 SMPD1 SMS SNORD115-1 SNORD116-1 SNRPB SNRPN SNX10 SOST SOX10 SOX3 SOX9 SP7 SPARC SPIB SPIDR SPRTN SPRY4 SQSTM1 SRC SRCAP SRP19 SRP54 SRSF2 SRY STAT1 STAT3 STAT6 STIL STN1 STX16 STX1A STX3 SYK TAC3 TACR3 TAF1 TAF13 TAPT1 TARS1 TBCE TBCK TBL2 TBXAS1 TCF12 TCF4 TCIRG1 TCOF1 TENT5A TERC TERT TET2 TG TGFB1 TGFBR2 THPO THRB TINF2 TJP2 TMEM165 TMEM270 TMEM38B TMEM53 TMEM67 TNFRSF11A TNFRSF11B TNFSF11 TNFSF15 TNNC2 TNPO3 TOM1 TONSL TP53 TPO TRAF3IP1 TRAPPC10 TRAPPC14 TRAPPC2 TREM2 TRIM37 TRIP11 TRIP13 TRMT10A TRPS1 TRPV3 TRPV4 TRPV6 TSHB TSHR TSPAN12 TTC26 TWNK TXNDC15 TYMS TYROBP UBA2 UBE2T UFSP2 UNC45A UNC80 UROD UROS USB1 USF3 USP48 USP8 USP9X VAC14 VAMP7 VCP VDR VPS35L VPS37D VPS53 WARS1 WDR11 WDR19 WDR35 WDR62 WNK1 WNT1 WNT3 WNT3A WNT7A WRAP53 WRN WT1 WWOX XRCC2 XYLT1 XYLT2 ZBTB20 ZFPM2 ZMPSTE24 ZNF408 ZNF469 ZNF668 ZNF699 ZSWIM7 HP_ABNORMAL_BOWEL_SOUNDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_BOWEL_SOUNDS ATRX CAV1 CCN2 CCR6 DAXX HLA-DRB1 IRF5 POLG SDHD SLC5A1 TYMP HP_ABNORMAL_BOWMAN_CAPSULE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_BOWMAN_CAPSULE_MORPHOLOGY AVIL DAAM2 DGKE EMP2 KIRREL1 NOS1AP SGPL1 SLC41A1 YRDC ZAP70 HP_ABNORMAL_BRAINSTEM_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_BRAINSTEM_MORPHOLOGY ABCD1 ADCY5 ADGRG1 AGTPBP1 AHCY AHI1 AIFM1 AKT1 ALG3 AMPD2 ANGPTL6 APC2 ARHGEF2 ARL3 ASNS ASXL1 ATP1A3 ATP6V0A1 ATXN1 ATXN2 ATXN8OS B3GALNT2 B4GAT1 BAP1 BLTP1 BRF1 CACNA1A CACNA1G CASK CCDC88C CCM2 CDC40 CDON CEP290 CEP55 CERS1 CHD2 CHMP1A CIT CLCN3 CLP1 CLTC COASY COG5 COG8 COL3A1 CRPPA CSPP1 CTNNA2 CUX2 CYP27A1 DAG1 DCC DEGS1 DISP1 DKK1 DLL1 DNAJC19 DNAJC3 DNM1 DNM1L DNMT1 DOCK7 DPM1 DYNC1H1 DYNC1I2 DYRK1A ECHS1 ELOVL5 EN1 ENG EPG5 ETHE1 EXOC2 EXOC7 EXOSC1 EXOSC3 EXOSC8 EXOSC9 FA2H FARS2 FGF8 FGFR1 FGFR3 FH FKRP FKTN FLI1 FLVCR2 FMR1 FOXH1 FOXRED1 GABRB3 GALC GAS1 GET4 GFAP GFM2 GLI2 GMPPB GNAO1 GPHN GTPBP3 IDH1 INPP5E KIAA0586 KIF1A KIFBP KPNA3 KRIT1 LAMA1 LAMA2 LAMB1 LARGE1 LMNB1 LYRM7 MAB21L1 MACF1 MAPK10 MARS2 MAST1 MDH1 MED17 MED23 MFSD2A MINPP1 MT-ND1 MT-ND2 MT-ND3 MTRFR MTRR MYH3 MYMK NAGA NDE1 NDUFA1 NDUFA11 NDUFA6 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB9 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NF2 NFIX NODAL NPHP1 NSRP1 NUBPL OPA1 PAFAH1B1 PCLO PDCD10 PDGFB PDHB PDHX PI4KA PIEZO2 PIGA PIGS PIK3CA PLCH1 PLK4 PMM2 PMPCB PNKP POGZ POMGNT1 POMK POMT1 POMT2 PPIL1 PPP1R15B PPP2CA PPP2R1A PRDM13 PRDX3 PTCH1 PTEN PYCR2 RAB11B RAC1 RANBP2 RARS2 RELN RERE RNASEH1 ROBO1 ROBO3 RORA RPGRIP1L RTTN SACS SCN1A SEPSECS SETD2 SETX SHH SIX3 SLC19A3 SLC25A46 SLC35A2 SLC5A6 SMARCA2 SMARCB1 SMARCE1 SMC1A SMO SMPD4 SNX14 SPTAN1 STAG2 STIL STUB1 SUFU SYNE1 TBC1D23 TBCD TBP TDGF1 TERT TGFBR3 TGIF1 THSD1 TIMMDC1 TMEM126B TMEM216 TMEM237 TMEM67 TMTC3 TMX2 TNFRSF11A TOE1 TRAF7 TRAPPC12 TRAPPC6B TRMT10A TRRAP TSEN15 TSEN2 TSEN34 TSEN54 TUBA1A TUBA8 TUBB TUBB2A TUBB2B TUBB3 TWNK UBE2A USP9X VLDLR VPS4A VPS51 VRK1 WARS2 WDR73 WNT1 ZIC1 ZIC2 ZNHIT3 HP_ABNORMAL_BRAINSTEM_MRI_SIGNAL_INTENSITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_BRAINSTEM_MRI_SIGNAL_INTENSITY AIFM1 CCM2 ETHE1 FOXRED1 GTPBP3 KRIT1 LAMA2 MT-ND1 MT-ND2 MT-ND3 MTRFR NDUFA1 NDUFA11 NDUFA6 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB9 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NUBPL PDCD10 PIK3CA RANBP2 SLC19A3 TIMMDC1 TMEM126B HP_ABNORMAL_BRAINSTEM_WHITE_MATTER_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_BRAINSTEM_WHITE_MATTER_MORPHOLOGY ABCD1 AHI1 ARL3 CEP290 CLCN3 CSPP1 CYP27A1 FLI1 INPP5E KIAA0586 LAMA1 LMNB1 NPHP1 SACS TMEM216 TMEM67 HP_ABNORMAL_BRAIN_CHOLINE_LEVEL_BY_MRS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_BRAIN_CHOLINE_LEVEL_BY_MRS CNP CYP27A1 GALC GRM7 IBA57 NAXE NDUFAF6 NGLY1 PSAP HP_ABNORMAL_BRAIN_FDG_POSITRON_EMISSION_TOMOGRAPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_BRAIN_FDG_POSITRON_EMISSION_TOMOGRAPHY AKT1 APOE BAP1 CHMP2B COQ2 GRN MAPT NF2 PDGFB PIK3CA PSEN1 PSEN2 SMARCB1 SMARCE1 SMO SQSTM1 SUFU TERT TMEM106B TRAF7 TRANK1 TREM2 VCP HP_ABNORMAL_BRAIN_LACTATE_LEVEL_BY_MRS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_BRAIN_LACTATE_LEVEL_BY_MRS COG8 COX11 COX16 CYP27A1 DNM1L ECHS1 FARS2 GFM2 HPDL HSD17B10 HTRA2 KARS1 LYRM4 LYRM7 MECR MRPS34 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW MTRFR NDUFAF6 NDUFB7 POLRMT SDHB SLC39A8 SQOR SUCLG1 VARS2 HP_ABNORMAL_BRAIN_N_ACETYL_ASPARTATE_LEVEL_BY_MRS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_BRAIN_N_ACETYL_ASPARTATE_LEVEL_BY_MRS ASPA ATAD3A CACNA1G CNP FARS2 FBXO28 FOCAD GALC GFM2 GRM7 NAT8L NDUFB7 NGLY1 PSAP SDHAF1 SDHD SLC25A12 SLC35A2 TBCK HP_ABNORMAL_BRANCHING_PATTERN_OF_THE_AORTIC_ARCH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_BRANCHING_PATTERN_OF_THE_AORTIC_ARCH ACVR2B CFAP53 CHD7 CIROP CREBBP CRELD1 DGCR2 DGCR6 DGCR8 DNAH1 DNAH9 EP300 ESS2 FLT4 GBA1 GDF1 IPO8 MMP21 NKX2-6 PIK3R2 PKD1L1 PLD1 PLXND1 SF3B2 STRA6 TBX1 TELO2 TMEM260 TTC26 WDR26 WT1 HP_ABNORMAL_BREATH_SOUND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_BREATH_SOUND ABCA3 AGR2 AGRN AGTPBP1 ATP11A ATP8B1 BTK CACNA1C CCDC103 CCDC39 CCDC40 CCDC65 CCNO CFAP221 CFAP298 CFAP300 CFAP74 CFTR CHAT COL13A1 COQ2 CRLF1 CSF2RA CSF2RB CTSK D2HGDH DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAL1 DPP9 DRC1 DSP DST EXOSC3 EXOSC8 EXOSC9 FAM13A FCGR3A FLNA FOXJ1 GAS2L2 GAS8 GBA1 GNB1 GNPTAB GTPBP3 HLA-DQA1 HLA-DQB1 HLA-DRB1 HYDIN IGHMBP2 JAG1 KIF22 LAMA3 LAMB3 LAMC2 LRRC56 LYRM4 MAP3K7 MCIDAS MID1 MIR140 MUC5B MYO9A NEK10 NFASC NFIX NKX2-1 NME5 NME8 NOS1 ODAD1 ODAD2 ODAD3 ODAD4 OFD1 PARN PAX8 PLP1 PRIM1 RPGR RSPH1 RSPH3 RSPH4A RSPH9 RTEL1 RYR1 SCARF2 SCN4A SCNN1A SCNN1B SCNN1G SCO2 SERPINA1 SERPING1 SFTPA1 SFTPA2 SFTPC SLC18A2 SLC18A3 SLC25A1 SLC25A46 SLC52A3 SLC5A7 SNAP25 SOX9 SPAG1 SPEF2 STK36 STN1 SYT2 TERC TERT TRPV4 TSPYL1 TTC12 VAMP1 VPS33A VRK1 ZMYND10 HP_ABNORMAL_BRONCHOALVEOLAR_LAVAGE_FLUID_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_BRONCHOALVEOLAR_LAVAGE_FLUID_MORPHOLOGY ABCA3 BTNL2 COPA CSF2RA CSF2RB HLA-DRB1 MARS1 MUC5B NKX2-1 OAS1 SFTPA1 SFTPA2 SFTPB SFTPC SLC7A7 TERT HP_ABNORMAL_BRONCHUS_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_BRONCHUS_MORPHOLOGY ABCA3 AGR2 ALDH18A1 ARHGEF1 ARL2BP ARSL ATM ATP11A B2M BACH2 BLM BLNK BTK BTNL2 C1QB CARD10 CARD11 CARMIL2 CCDC103 CCDC39 CCDC40 CCDC65 CCNO CD19 CD79A CD79B CD81 CD8A CEACAM3 CEACAM6 CFAP221 CFAP298 CFAP300 CFAP74 CFTR CLCA4 CR2 CTLA4 CXCR4 DCTN4 DDRGK1 DIAPH1 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAL1 DNMT3B DOCK8 DPP9 DRC1 DSP EDNRA EGFR EHMT1 ELN EMILIN1 ERF FAM13A FBLN5 FCGR2A FCHO1 FGFR1 FGFR2 FLNB FNIP1 FOXJ1 GAS2L2 GAS8 GCLC GMNN GNPTAB GSTM3 HFE HLA-DRB1 HMOX1 HRAS HYDIN ICOS IDS IGHG2 IGHM IGKC IGLL1 IL10RB IL17RA IL21R IL2RG IL6ST IRF2BP2 IRF8 IRF9 KAT6A KCNN4 KRT14 KRT5 LAT LRBA LRRC56 LRRC8A LTBP4 MAGT1 MALT1 MCIDAS MGP MIF MPEG1 MS4A1 MUC5B MYH11 MYRF NBN NCKAP1L NDUFA6 NEK10 NFKB1 NFKB2 NME5 NME8 ODAD1 ODAD2 ODAD3 ODAD4 OFD1 ORC4 ORC6 PAK2 PARN PGM3 PI4KA PIK3CD PIK3R1 POLA1 POLE POR PRKCD PTEN RAC1 RAC2 RASGRP1 RFX7 RIN2 RIPK1 RPGR RSPH1 RSPH3 RSPH4A RSPH9 RTEL1 SASH3 SCNN1A SCNN1B SCNN1G SCUBE3 SERPINA1 SFTPA1 SFTPA2 SFTPC SLC11A1 SLC26A2 SLC26A9 SLC29A3 SLC34A2 SLC39A7 SLC41A1 SLC6A14 SLC9A3 SLF2 SMARCA2 SOX9 SPAG1 SPEF2 SPI1 STAT1 STK36 STK4 STN1 STX1A STX3 SYK TAFAZZIN TAP1 TAP2 TAPBP TCF3 TERC TERT TET2 TGFB1 TNFRSF13B TNFRSF13C TNFRSF9 TNFSF12 TOM1 TP73 TPP2 TTC12 TTC26 UNC119 USP26 WDR1 ZMYND10 ZNF341 ZNF699 HP_ABNORMAL_BRONCHUS_PHYSIOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_BRONCHUS_PHYSIOLOGY AARS1 ACAN ALOX5 ATRX CARS1 CCL11 DAXX ERCC2 ERCC3 GALNS GTF2E2 GTF2H5 HLA-G HNMT IFNGR1 IL13 MPLKIP MUC7 PLA2G7 PTGER2 RNF113A SCGB3A2 SDHD TARS1 TBX21 TNF TSPYL1 HP_ABNORMAL_B_CELL_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_B_CELL_MORPHOLOGY ADA ALG12 ARHGEF1 ATM ATP11A B2M BACH2 BTK CARD11 CARD9 CASP10 CD19 CD3D CD3E CD3G CD79A CD79B CD81 CDCA7 CTNNBL1 CTPS1 DCLRE1B DCLRE1C DOCK8 ELF4 FAS FASLG FCHO1 FNIP1 GATA2 GFI1 HELLS HYOU1 ICOS IGHM IGLL1 IKBKB IKBKG IKZF1 IKZF3 IL21 IL2RA IL2RG IL6R IRAK4 IRF2BP2 IVNS1ABP JAK3 KNSTRN LCP2 LRBA MCM10 MS4A1 MYD88 MYSM1 NBN NCKAP1L NFKB2 NFKBIA NHEJ1 PIK3CD PIK3R1 PLCG2 POMP PRIM1 PRKCD PRKDC PTEN PTPRC RAC2 RAG1 RAG2 RASGRP1 REL RIPK1 SASH3 SH2D1A SLC39A7 SOCS1 SP110 SPI1 STAT1 SYK TBX2 TCF3 TET2 TLR8 TNFRSF9 TOM1 TRNT1 UNC119 WDR1 XIAP ZAP70 ZBTB24 HP_ABNORMAL_B_CELL_SUBSET_DISTRIBUTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_B_CELL_SUBSET_DISTRIBUTION ARHGEF1 BACH2 CD19 CTNNBL1 CTPS1 ELF4 FNIP1 HYOU1 ICOS IKBKB IL21 IL6R IRF2BP2 LCP2 LRBA PIK3CD PIK3R1 PLCG2 POMP PRKCD RASGRP1 REL SOCS1 SP110 TET2 TOM1 HP_ABNORMAL_B_TYPE_NATRIURETIC_PEPTIDE_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_B_TYPE_NATRIURETIC_PEPTIDE_CONCENTRATION BAG5 GAA HADHB RASA1 SDHD TNNT2 TTR HP_ABNORMAL_CALCIFICATION_OF_THE_CARPAL_BONES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CALCIFICATION_OF_THE_CARPAL_BONES ABCC6 DDR2 EBP ENPP1 LEMD3 SLC34A2 HP_ABNORMAL_CALVARIA_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CALVARIA_MORPHOLOGY AARS1 AASS ABL1 ACAN ACOX1 ACP5 ACTB ACTG1 ADAMTS10 ADAMTS3 ADAMTSL1 ADAR ADARB1 ADAT3 ADH5 ADK ADNP ADSL AFF4 AGA AGO2 AHDC1 AHI1 AIP AKT1 AKT3 ALDH18A1 ALDH6A1 ALG12 ALG14 ALG9 ALMS1 ALPL ALX1 ALX4 AMER1 ANKH ANKRD11 ANKRD17 ANTXR1 AP1G1 AP1S2 APC APC2 ARCN1 ARHGAP31 ARHGEF9 ARID1B ARID2 ARL13B ARL3 ARMC9 ARSB ARVCF ARX ASH1L ASPM ASXL1 ASXL3 ATAD3A ATIC ATP2B1 ATP6V0A2 ATP6V1B2 ATP7A ATR ATRIP ATRX AUTS2 B3GALT6 B3GAT3 B3GLCT B4GALT7 B9D1 B9D2 BAP1 BGN BICRA BLM BLTP1 BMP4 BMPR1A BMS1 BPNT2 BRAF BRCA1 BRCA2 BRD4 BRIP1 BRWD3 BUB1 BUB1B BUB3 C12orf57 C2CD3 CA2 CACNA1C CACNA2D1 CAMK2A CAMKMT CARS1 CASK CASZ1 CBFB CBL CBY1 CC2D2A CCBE1 CCDC22 CCDC47 CCDC8 CCNQ CD19 CD81 CD96 CDC42BPB CDC45 CDC6 CDH11 CDH2 CDK10 CDK13 CDKN1C CDT1 CENPE CENPJ CEP104 CEP120 CEP152 CEP290 CEP41 CEP57 CHAMP1 CHD1 CHD3 CHD4 CHD5 CHN1 CHRNA7 CHRNG CHST14 CHST3 CHSY1 CHUK CILK1 CITED2 CKAP2L CLCN3 CLCN7 CNOT1 CNOT3 CNTN1 CNTNAP1 COG4 COL11A1 COL11A2 COL18A1 COL1A1 COL1A2 COL25A1 COL2A1 COL5A1 COL9A2 COLEC10 COLEC11 COMT COX4I1 COX4I2 COX5A CPLANE1 CPLX1 CR2 CREB3L1 CREBBP CRIPT CRPPA CRTAP CSGALNACT1 CSPP1 CTBP1 CTCF CTNNB1 CTNS CTSK CTU2 CUL4B CUL7 CUX1 CWC27 CYFIP2 CYP26B1 CYP27B1 CYP2R1 D2HGDH DDB2 DDR2 DDX3X DDX59 DDX6 DEAF1 DENND5A DHCR24 DHCR7 DHX37 DICER1 DIS3L2 DLK1 DLL3 DLL4 DLX3 DLX5 DMP1 DMXL2 DNA2 DNMT3A DOCK6 DONSON DPF2 DPH1 DPH2 DPM1 DPM2 DPYS DPYSL5 DSE DVL1 DVL3 DYM DYNC1H1 DYNC2H1 DYNC2I1 DYNC2I2 EBF3 EBP EDA EDA2R EDAR EDARADD EFNB1 EFTUD2 EHMT1 EIF5A EMC10 EML1 ENPP1 EOGT EP300 EPB41 EPB41L1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ERF ERGIC1 ERMARD ESCO2 EXOC6B EXOC8 EXT2 EXTL3 EZH2 FAM149B1 FAM20C FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAT4 FBN1 FBN2 FBXL4 FBXO11 FERMT1 FGF9 FGFR1 FGFR2 FGFR3 FGFRL1 FH FHL1 FIG4 FKBP10 FKTN FLCN FLI1 FLII FLNA FLNB FLT4 FMR1 FOCAD FOXF1 FOXP2 FRAS1 FREM1 FREM2 FRMPD4 FTO FUCA1 FZD2 GABRD GALNT2 GATA1 GATA4 GATA5 GATA6 GATAD2B GBA1 GDF1 GDF11 GET4 GJA1 GJA5 GJA8 GK GLB1 GLI3 GLIS3 GMNN GNAS GNB2 GNE GNPTAB GNS GOLGA2 GP1BB GPC3 GPC4 GPC6 GPR101 GPX4 GRB10 GRIA1 GRIA3 GRIN1 GRIP1 GTF2E2 GTF2H5 GYPC H3-3A H3-3B H4C5 H4C9 HBA1 HBA2 HBB HCFC1 HDAC4 HDAC6 HDAC8 HECTD4 HEPACAM HEPHL1 HERC1 HERC2 HES7 HGSNAT HIRA HK1 HMGA2 HNRNPA1 HNRNPA2B1 HNRNPH1 HNRNPK HNRNPR HNRNPU HOXD13 HPGD HRAS HSD17B4 HSPA9 HSPG2 HUWE1 HYLS1 HYMAI ICOS IDS IDUA IFIH1 IFT122 IFT140 IFT43 IFT52 IFT74 IFT80 IFT81 IGF2 IKBKG IL11RA IL6ST INPP5E INPPL1 INTS1 INTU IPO8 IQSEC2 IRF2BP2 IRX5 ITCH ITGB4 JAG1 JARID2 JMJD1C KANSL1 KAT6A KAT6B KATNB1 KATNIP KCNAB2 KCNH1 KCNJ1 KCNJ2 KCNJ5 KCNK9 KCNQ1 KCNQ1OT1 KCTD1 KDM1A KDM4B KDM5B KDM6B KDR KIAA0586 KIAA0753 KIDINS220 KIF11 KIF15 KIF1A KIF21A KIF7 KIT KLF1 KMT2A KMT2B KMT2C KMT2D KMT2E KNSTRN KPTN KRAS KRT14 KRT5 KYNU LAMA5 LARS1 LBR LEMD3 LETM1 LFNG LIFR LIG4 LMNB1 LMNB2 LMX1B LONP1 LRP4 LRP5 LRPPRC LSM11 LTBP1 LTBP4 LUZP1 MAD2L2 MADD MAF MAFB MAGEL2 MAN1B1 MAN2B1 MAP2K1 MAP2K2 MAP3K7 MAPK1 MASP1 MBD5 MBTPS2 MCOLN1 MCTP2 MECP2 MED12 MED13L MED27 MEG3 MEGF8 MEIS2 MEN1 MESD MESP2 METTL23 MGAT2 MID1 MITF MKRN3 MKS1 MMP14 MMP2 MMP23B MN1 MOCS1 MOCS2 MOGS MPDU1 MPDZ MPLKIP MS4A1 MSL3 MSX2 MTHFR MTM1 MTOR MTX2 MVK MYCN MYH3 MYMK MYSM1 NAA10 NAA20 NAGLU NALCN NANS NBAS NCAPG2 NDE1 NEDD4L NEK1 NELFA NEPRO NEU1 NFIA NFIX NFKB1 NFKB2 NFKBIA NGLY1 NIPBL NKX2-5 NKX2-6 NLGN4X NLRP3 NONO NOTCH1 NOTCH2 NOTCH3 NOVA2 NPAP1 NPHP1 NPR2 NRAS NRCAM NSD1 NSD2 NSUN2 NTNG2 NUP188 NUP85 NXN OBSL1 OCA2 OCRL OFD1 OGDHL OPHN1 ORC1 ORC4 ORC6 OSGEP OSTM1 OTUD5 OTUD6B P3H1 P4HB PAFAH1B1 PAICS PAK1 PAK2 PALB2 PAM16 PCDHGC4 PCGF2 PCLO PCNT PDE4D PDE6D PDGFRB PDHA1 PDHB PDHX PDPN PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PGAP2 PGAP3 PHEX PHF21A PHF6 PHOX2A PI4KA PIBF1 PIGA PIGG PIGL PIGN PIGO PIGQ PIGT PIGV PIGW PIGY PIK3CA PIK3CD PIK3R1 PIK3R2 PKDCC PLA2G6 PLAG1 PLAGL1 PLCH1 PLEC PLEKHM1 PLK4 PLOD1 PNPLA6 POGZ POLA1 POLE POLR1B POLR1C POLR1D POLR2A POLR3A POR POU1F1 PPIB PPM1B PPM1D PPP1CB PPP1R12A PPP1R21 PPP2CA PPP2R1A PPP2R5D PPP3CA PQBP1 PRDM16 PREPL PRIM1 PRKAR1A PRKAR1B PRKCD PRKCZ PRKD1 PRMT7 PRPS1 PRUNE1 PSAT1 PSMC1 PTCH1 PTCH2 PTDSS1 PTEN PTH1R PTHLH PTPN11 PTRH2 PURA PWAR1 PWRN1 PYCR1 RAB18 RAB23 RAB39B RAB3GAP1 RAB3GAP2 RAC1 RAC3 RAD21 RAD51 RAD51C RAF1 RAI1 RALGAPA1 RB1 RBBP8 RBM8A RBPJ RECQL4 RELN RERE RFWD3 RFX7 RHOBTB2 RIPPLY2 RMRP RNASEH2A RNASEH2B RNASEH2C RNF113A RNF135 RNF216 RNPC3 RNU12 RNU4ATAC RNU7-1 ROBO3 ROR2 RPGRIP1L RPL10 RPS19 RPS23 RPS6KA3 RREB1 RSPRY1 RTL1 RTTN RUNX2 RUSC2 RYR1 SALL4 SAMHD1 SATB1 SATB2 SC5D SCARF2 SCN4A SCNM1 SCO2 SCUBE3 SCYL2 SEC23A SEC24C SEC24D SERPINH1 SET SETBP1 SETD1A SETD1B SETD2 SETD5 SFRP4 SGMS2 SGSH SH2B1 SH3PXD2B SHANK3 SHOX SIK3 SIN3A SIX2 SIX6 SKI SKIC3 SLC12A6 SLC17A5 SLC25A12 SLC25A24 SLC26A2 SLC29A3 SLC2A10 SLC34A3 SLC35A1 SLC35A2 SLC35D1 SLC39A13 SLC39A14 SLC39A8 SLC3A1 SLC6A9 SLX4 SMAD3 SMAD4 SMAD6 SMARCA2 SMARCD1 SMC1A SMC3 SMC5 SMG8 SMG9 SMO SMOC1 SMS SNAI2 SNAP29 SNORD115-1 SNORD116-1 SNRPN SNX10 SNX14 SON SOST SOX2 SOX4 SOX5 SOX6 SOX9 SP7 SPECC1L SPEN SPOP SPRTN SPTA1 SPTB SPTBN1 SRD5A3 STAC3 STAG2 STAT3 STXBP1 SUFU SUPT16H SYNE1 SYT1 TAB2 TAF1 TAF8 TANC2 TAPT1 TARS1 TBC1D20 TBC1D24 TBC1D7 TBCD TBCE TBL1XR1 TBX1 TBX15 TBX2 TBX4 TBX6 TBXAS1 TCF12 TCF20 TCIRG1 TCOF1 TCTN1 TCTN2 TCTN3 TDP2 TECPR2 TET3 TFAP2A TFAP2B TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 THOC2 THUMPD1 TIMM50 TLK2 TMCO1 TMEM138 TMEM216 TMEM218 TMEM231 TMEM237 TMEM53 TMEM67 TMEM70 TNFRSF11A TNFRSF11B TNFRSF13B TNFRSF13C TNFSF11 TNFSF12 TOGARAM1 TONSL TOPORS TOR1A TP53RK TRAIP TRAPPC9 TREX1 TRIM37 TRIO TRIP11 TRIP12 TRIP13 TRPM3 TRPS1 TRPV6 TTC26 TTC5 TTC8 TUBA1A TUBB TUBB2B TUBB3 TUBGCP4 TUBGCP6 TWIST1 TXNDC15 UBA2 UBE2T UBE3A UBE3B UBE4B UBR1 UFC1 UFD1 UGDH UGP2 UNC80 UPF3B USB1 USP7 USP9X VAC14 VANGL2 VCP VDR VPS35L WAC WASHC5 WBP11 WDR19 WDR35 WDR73 WNT5A WNT7A XPA XPC XRCC2 XRCC4 YWHAE YY1 ZBTB20 ZC4H2 ZDHHC9 ZEB2 ZFPM2 ZIC1 ZIC2 ZMPSTE24 ZMYND11 ZNF142 ZNF148 ZNF292 ZNF423 ZNF699 ZNHIT3 ZSWIM6 HP_ABNORMAL_CAPILLARY_PHYSIOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CAPILLARY_PHYSIOLOGY ATRX BRAF CDH23 FSHR LCK NR3C1 TP53 USP48 USP8 XPNPEP2 HP_ABNORMAL_CARDIAC_ATRIUM_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CARDIAC_ATRIUM_MORPHOLOGY ABCC6 ABCD4 ABL1 ACADVL ACTA2 ACTC1 ACVR2B ADA2 ADAT3 ADK ADNP AFF4 AGGF1 AGO2 AGR2 AHI1 ALG12 ALG9 AMER1 AMMECR1 ANAPC7 ANK1 APC2 ARHGAP31 ARID1A ARID1B ARID2 ARSL ARVCF ASCC1 ASXL1 ASXL2 ATIC ATN1 ATP2B1 ATP6V1A ATP6V1E1 ATP9A AUTS2 B3GALT6 B3GAT3 B3GLCT BANF1 BAZ1B BBS2 BCL7B BCOR BCR BICRA BMP2 BMPR1A BRAF BRCA1 BRCA2 BRD4 BRIP1 BUB1 BUB1B BUB3 BUD23 C2CD3 CACNA1C CACNA1D CARS1 CCBE1 CCDC103 CCDC22 CCDC39 CCDC40 CCDC65 CCNO CCNQ CDC42BPB CDC45 CDK10 CDK13 CDK8 CEP290 CEP57 CFAP221 CFAP298 CFAP300 CFAP45 CFAP53 CFAP74 CFC1 CHD3 CHD4 CHD7 CHMP1A CHRM3 CHST14 CHST3 CIROP CITED2 CLCN3 CLIP2 COG6 COG7 COL11A1 COL1A1 COL1A2 COMT COX7B CPE CPLX1 CREBBP CRKL CSGALNACT1 CTBP1 CTCF CTU2 CUL3 CUX1 DACT1 DCPS DDX6 DEF6 DHCR7 DLK1 DNA2 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAJC19 DNAJC30 DNAL1 DNMT3A DOHH DPF2 DPH1 DPH2 DPH5 DPYSL5 DRC1 DSE DVL3 DYNC2LI1 ECE1 EFTUD2 EIF2AK3 EIF4H ELN EOGT EP300 EPG5 EPHB4 ERCC4 ESCO2 EVC EVC2 EXT2 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FBN2 FBXW11 FGF13 FGFR1 FGFR2 FGFR3 FGFRL1 FHL1 FHOD3 FIG4 FKBP6 FKTN FLCN FLNA FLNB FLNC FOCAD FOXC1 FOXF1 FOXJ1 FOXP2 FRA10AC1 FRMD5 FTCD FUT8 G6PC3 GAS2L2 GAS8 GATA1 GATA4 GATA5 GATA6 GDF1 GET3 GJA1 GJA5 GJA8 GLI1 GLI3 GNB5 GNPTAB GP1BB GPC3 GPC4 GPC6 GPX4 GTF2I GTF2IRD1 GTF2IRD2 GYS1 H3-3A H3-3B H4C3 H4C9 HAAO HACD1 HCCS HDAC8 HEATR3 HIRA HNRNPH2 HNRNPK HRAS HSPA9 HYDIN IDH1 IFT172 IFT27 IGF1R INSR IPO8 IRX5 JAG1 JMJD1C KANSL1 KAT6A KAT6B KAT8 KATNB1 KCNH1 KDM1A KDM5B KDM6A KIAA0586 KIF11 KIF15 KIF20A KMT2A KMT2D KRAS LAMA5 LARP7 LETM1 LIMK1 LMBRD1 LMNA LMNB1 LMOD2 LONP1 LRRC56 LTBP4 LZTR1 MAD2L2 MAGEL2 MAP2K1 MAP2K2 MAP3K7 MAPK1 MAPKAPK5 MASP1 MBTPS2 MCIDAS MCM10 MED11 MED12 MED13L MED23 MED25 MEG3 MEGF8 MEIS2 METTL27 METTL5 MID1 MKKS MLXIPL MMP14 MMP2 MMP21 MOGS MPDZ MRAS MRPL3 MTX2 MYBPC3 MYH6 MYH7 MYL2 MYL3 MYOCD MYPN MYRF NAA10 NCAPG2 NCF1 NDE1 NDUFB11 NDUFB7 NEK1 NEK10 NEK9 NELFA NF1 NFE2L2 NFIX NIPA1 NIPA2 NIPBL NKAP NKX2-1 NKX2-5 NKX2-6 NME5 NME8 NODAL NONO NOTCH1 NOTCH2 NPHP3 NPPA NR2F2 NSD1 NSD2 NUP155 NXN OCLN ODAD1 ODAD2 ODAD3 ODAD4 OFD1 OTUD6B PACS1 PACS2 PALB2 PAX3 PCGF2 PCNT PEX19 PEX2 PGAP1 PGAP2 PHGDH PIEZO1 PIGA PIGF PIGG PIGN PIGO PIGT PIK3R2 PKD1L1 PKDCC PLD1 PLXND1 POGZ POLA1 POLR3A POR PPFIBP1 PPP1CB PPP1R21 PPP2CA PPP2R5D PQBP1 PRDM13 PRIM1 PRKACA PRKACB PRR12 PRRX1 PTEN PTF1A PTPN11 RAB23 RAC1 RAD21 RAD51 RAD51C RAF1 RAI1 RARB RBM10 RBM8A RELN RERE RFC2 RFWD3 RIPK4 RIT1 RNU4ATAC ROBO1 ROBO4 ROR2 RPGR RPL10 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL3L RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RREB1 RSPH1 RSPH3 RSPH4A RSPH9 RSPRY1 RTL1 SALL1 SALL4 SCN1B SCN5A SCUBE3 SDHD SEC24C SETBP1 SETD1A SETD2 SGO1 SH2B1 SH3PXD2B SHMT2 SHOC2 SIAH1 SIK3 SKIC2 SKIC3 SLC19A2 SLC25A24 SLC25A36 SLC29A3 SLC35A2 SLC38A3 SLF2 SLX4 SMAD2 SMAD3 SMAD4 SMAD6 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMG8 SMN1 SNRPB SNRPN SNX14 SON SOS1 SOX11 SOX4 SPAG1 SPATA5 SPECC1L SPEF2 SRCAP STAG2 STAMBP STAT1 STK36 STK4 STRA6 STRADA STX1A SUCLG1 SYT1 SZT2 TALDO1 TASP1 TBC1D24 TBL2 TBX1 TBX2 TBX20 TBX22 TBX4 TBX5 TGDS TGFB3 TGFBR1 TGFBR2 THOC6 THSD1 TKT TLL1 TMCO1 TMEM147 TMEM260 TMEM270 TMEM94 TNNI3 TNNT2 TOM1 TRAIP TRIO TRIP13 TRIP4 TRRAP TSFM TSR2 TTC12 TTC26 TUBG1 TWIST1 TXNL4A UBE2A UBE2T UBE3B UBR1 UBR7 UFC1 UFD1 UMPS UPF3B UQCRC2 USP18 USP9X VAC14 VEZF1 VPS33A VPS33B VPS35L VPS37D WASHC5 WDR35 WDR37 WLS WT1 XRCC2 XYLT2 YY1 ZBTB7A ZDHHC9 ZEB2 ZIC3 ZMPSTE24 ZMYM2 ZMYND10 ZNF341 ZNF668 ZNF699 HP_ABNORMAL_CARDIAC_BIOMARKER_TEST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CARDIAC_BIOMARKER_TEST DSG2 NPPA SCN5A SVIL TTR HP_ABNORMAL_CARDIAC_EXERCISE_STRESS_TEST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CARDIAC_EXERCISE_STRESS_TEST AKAP9 ANK2 CACNA1C CALM1 CALM2 CALM3 CAV3 KCNE1 KCNE2 KCNH2 KCNJ5 KCNQ1 NOS1AP SCN10A SCN4B SCN5A SNTA1 TBX5 TRDN HP_ABNORMAL_CARDIAC_SEPTUM_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CARDIAC_SEPTUM_MORPHOLOGY AARS1 ABCD4 ABL1 ACADVL ACTA2 ACTC1 ACVR2B ADA2 ADAMTS10 ADAT3 ADK ADNP AFF4 AGGF1 AGO2 AHI1 AKT3 ALDH1A2 ALG12 ALG8 ALG9 ALKBH8 ALPK3 AMER1 AMMECR1 ANAPC7 ANK1 ANKRD11 APC2 ARCN1 ARHGAP31 ARID1A ARID1B ARID2 ARSL ARVCF ARX ASCC1 ASXL1 ASXL2 ATIC ATN1 ATP2B1 ATP6V0A2 ATP6V1A ATP6V1E1 ATP9A ATRX AUTS2 B3GALT6 B3GAT3 B3GLCT BAP1 BAZ1B BBS2 BCL7B BCOR BCR BICRA BMP2 BMPR1A BRAF BRCA1 BRCA2 BRD4 BRF1 BRIP1 BSCL2 BUB1 BUB1B BUB3 BUD23 C2CD3 CACNA1C CACNA1D CALM3 CAMK2A CANT1 CARS1 CASK CASZ1 CCBE1 CCDC174 CCDC22 CCDC32 CCDC47 CCND2 CCNQ CD96 CDC42 CDC42BPB CDC45 CDH2 CDK10 CDK13 CDK8 CDKL5 CEP290 CEP57 CFAP45 CFAP53 CFC1 CHD3 CHD4 CHD7 CHMP1A CHRM3 CHST14 CHST3 CIROP CITED2 CKAP2L CLCN3 CLIP2 COG1 COG6 COG7 COL11A1 COL1A1 COL1A2 COMT COQ4 COX7B CPE CPLX1 CRB2 CREBBP CRELD1 CRKL CSGALNACT1 CSRP3 CTBP1 CTCF CTU2 CUL3 CUX1 CWC27 CYP27A1 DACT1 DCPS DDX11 DDX3X DDX59 DDX6 DEF6 DGCR2 DGCR6 DGCR8 DHCR7 DLK1 DLL4 DMPK DMXL2 DNA2 DNAH9 DNAJC19 DNAJC30 DNMT3A DOHH DPF2 DPH1 DPH2 DPH5 DPYSL5 DSE DSG1 DST DTNA DVL3 DYNC2I1 DYNC2LI1 DYRK1A ECE1 ECHS1 EFTUD2 EHMT1 EIF2AK3 EIF4H ELN EOGT EP300 EPG5 EPHB4 ERBB3 ERCC2 ERCC3 ERCC4 ESCO2 ESS2 EVC EVC2 EXOC2 EXT2 FADD FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FBN1 FBN2 FBXW11 FGF13 FGFR1 FGFR2 FGFR3 FGFRL1 FH FIBP FIG4 FKBP6 FKTN FLCN FLI1 FLNA FLNB FOCAD FOXC1 FOXC2 FOXF1 FOXP2 FRA10AC1 FRMD5 FTCD FTO FUT8 G6PC3 GABRD GATA1 GATA4 GATA5 GATA6 GDF1 GDF3 GDF6 GET3 GJA1 GJA5 GJA8 GLA GLI1 GLI3 GNAO1 GNB2 GNB5 GNPTAB GP1BB GPC3 GPC4 GPC6 GPX4 GRIN1 GRM7 GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GYG1 H3-3A H3-3B H4C3 H4C9 HAAO HACD1 HCCS HDAC8 HEATR3 HIRA HNRNPH2 HNRNPK HNRNPR HNRNPU HOXA13 HOXD13 HRAS HSPA9 HSPG2 HYLS1 HYMAI IDH1 IFT172 IFT27 IFT81 IGBP1 IGF1R INSR INTU IPO8 IRX5 JAG1 JAM3 JMJD1C KANSL1 KAT5 KAT6A KAT6B KAT8 KATNB1 KCNA1 KCNAB2 KCNH1 KDM1A KDM3B KDM5B KDM6A KIAA0586 KIF11 KIF15 KIF7 KIFBP KLHL41 KMT2A KMT2D KRAS LAMA5 LARP7 LARS2 LBR LEMD2 LETM1 LIMK1 LMBRD1 LMNA LMNB1 LONP1 LRP2 LRP5 LTBP2 LTBP4 LUZP1 LZTR1 MACF1 MAD2L2 MAGEL2 MAP2K1 MAP2K2 MAP3K7 MAPK1 MAPKAPK5 MASP1 MBTPS2 MCTP2 MED11 MED12 MED13L MED23 MED25 MEG3 MEGF8 MEIS2 MEOX1 METTL27 METTL5 MGAT2 MGP MICU1 MID1 MIR17HG MKKS MKS1 MLXIPL MMP14 MMP2 MMP21 MMP23B MOGS MPDZ MPL MPLKIP MRAS MRPL3 MT-CYB MTFMT MTX2 MYBPC3 MYCN MYH3 MYH6 MYH7 MYL2 MYMK MYOCD MYPN MYRF NAA10 NAA20 NAE1 NCAPG2 NCF1 NDE1 NDUFB11 NDUFB7 NDUFC2 NEDD4L NEK1 NEK9 NELFA NEUROD2 NF1 NFE2L2 NFIX NIPA1 NIPA2 NIPBL NKAP NKX2-1 NKX2-5 NKX2-6 NODAL NONO NOTCH1 NOTCH2 NOTCH3 NPHP3 NR2F2 NSD1 NSD2 NSDHL NUP107 NUP188 NXN OCLN ODAD1 ODAD3 OTUD5 OTUD6B PACS1 PACS2 PAH PALB2 PAX3 PCGF2 PCNT PDHA1 PDPN PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PGAP1 PGAP2 PGM1 PHGDH PI4KA PIEZO1 PIEZO2 PIGA PIGF PIGG PIGL PIGN PIGO PIGP PIGQ PIGT PIK3CA PIK3R2 PKD1L1 PKDCC PLAGL1 PLCH1 PLD1 PLXND1 PNKP POGZ POLA1 POLR1A POLR3A POR PORCN PPFIBP1 PPM1D PPP1CB PPP1R21 PPP2CA PPP2R5D PQBP1 PRDM13 PRDM16 PRIM1 PRKACA PRKACB PRKCZ PRKD1 PRR12 PRRX1 PSMC1 PSMD12 PTEN PTF1A PTPN11 PUF60 RAB23 RAC1 RAD21 RAD51 RAD51C RAF1 RAI1 RARB RBM10 RBM8A RECQL4 RELN RERE RFC2 RFWD3 RFX7 RIPK4 RIT1 RMRP RNF113A RNU4ATAC ROBO1 ROBO4 ROR2 RPL10 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL3L RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RRAS2 RREB1 RSPO2 RSPRY1 RTL1 RYR1 SALL1 SALL4 SATB1 SATB2 SCN1B SCN2A SCUBE3 SDHD SEC24C SEC31A SEMA3E SETBP1 SETD1A SETD2 SETD5 SF3B2 SF3B4 SH2B1 SH3PXD2B SHANK3 SHMT2 SHOC2 SIAH1 SIK1 SIK3 SIX6 SKI SKIC2 SKIC3 SLC12A2 SLC19A2 SLC25A22 SLC25A24 SLC25A36 SLC29A3 SLC32A1 SLC35A2 SLC37A4 SLC38A3 SLF2 SLX4 SMAD2 SMAD3 SMAD4 SMAD6 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMG8 SMG9 SMN1 SNRPB SNRPN SNX14 SON SOS1 SOS2 SOX11 SOX2 SOX4 SPATA5 SPECC1L SPEN SPTBN1 SRCAP STAG1 STAG2 STAMBP STAT1 STK4 STRA6 STRADA STX1A SUCLG1 SUPT16H SVBP SYNE1 SYT1 SZT2 TAB2 TALDO1 TAOK1 TAPT1 TARS1 TASP1 TBC1D24 TBCK TBL2 TBX1 TBX2 TBX20 TBX22 TBX3 TBX4 TBX5 TCIRG1 TCTN3 TET3 TFAP2B TGDS TGFB3 TGFBR1 TGFBR2 THOC6 THPO THSD1 TIAM1 TKT TLL1 TMCO1 TMEM147 TMEM237 TMEM260 TMEM270 TMEM53 TMEM94 TNFRSF11A TNNT2 TOM1 TP63 TPR TRAIP TRIM8 TRIO TRIP13 TRIP4 TRRAP TSFM TSR2 TTC26 TTC7A TUBG1 TWIST1 TXNL4A UBE2A UBE2T UBE3B UBE4B UBR1 UBR7 UFC1 UFD1 UMPS UPF3B UQCRC2 UQCRFS1 USP18 USP9X VAC14 VEZF1 VIPAS39 VPS13B VPS33A VPS33B VPS35L VPS37D WAC WASHC5 WBP11 WDPCP WDR26 WDR35 WDR37 WLS WNT4 WT1 XRCC2 XYLT1 XYLT2 YARS1 YY1 YY1AP1 ZBTB7A ZDHHC9 ZEB2 ZIC3 ZMPSTE24 ZMYM2 ZNF341 ZNF462 ZNF668 ZNF699 HP_ABNORMAL_CARDIAC_TEST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CARDIAC_TEST AKAP9 ANK2 CACNA1C CALM1 CALM2 CALM3 CAV3 DSG2 KCNE1 KCNE2 KCNH2 KCNJ5 KCNQ1 NOS1AP NPPA SCN10A SCN4B SCN5A SNTA1 SVIL TBX5 TRDN TTR HP_ABNORMAL_CARDIAC_VENTRICLE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CARDIAC_VENTRICLE_MORPHOLOGY AARS1 ABCA1 ABCC6 ABCC9 ABCG5 ABCG8 ABL1 ACADVL ACTA1 ACTC1 ACTN2 ACVR2B ADA2 ADAM17 ADAMTS10 ADAMTS19 AFF4 AGL AIP AKT3 ALDH18A1 ALDH1A2 ALG12 ALG8 ALG9 ALKBH8 ALPK3 AMER1 ANKRD11 APC2 APOB ARCN1 ARHGAP31 ARID1A ARID1B ARID2 ARL6 ARSK ARSL ARVCF ARX ASXL1 ATN1 ATP13A3 ATP6AP2 ATP6V0A2 ATP6V1E1 ATRX B3GALT6 B3GAT3 B3GLCT BAP1 BAZ1B BBS1 BCL7B BCOR BCR BIN1 BMP2 BMPR1A BMPR2 BRAF BRD4 BRF1 BSCL2 BTK BUB1 BUB1B BUB3 BUD23 C1QBP C2CD3 CACNA1C CACNA1D CALM3 CAMK2A CANT1 CARS1 CASK CAV3 CCBE1 CCDC174 CCDC22 CCDC28B CCDC32 CCDC47 CCND2 CD96 CDC45 CDH2 CDK13 CDK8 CDKL5 CEP290 CEP57 CFTR CHD3 CHD4 CHD7 CHMP1A CHRM3 CHST3 CIROP CITED2 CKAP2L CLIP2 CLN3 COG1 COG6 COG7 COL1A2 COLQ COMT COQ4 COQ7 COQ9 COX16 COX6B1 COX7B CPLX1 CPT2 CRB2 CREBBP CRKL CSGALNACT1 CSRP3 CTBP1 CTNNA3 CTU2 CUX1 CWC27 DDX11 DDX59 DEF6 DGCR2 DGCR6 DGCR8 DHCR7 DLK1 DLL4 DMD DMXL2 DNAJC19 DNAJC30 DNMT3A DOHH DPF2 DPH1 DPH2 DPH5 DPYSL5 DSC2 DSG1 DSG2 DSP DST DTNA DVL3 DYNC2I1 DYNC2LI1 DYRK1A DYSF ECE1 ECHS1 EFEMP2 EFTUD2 EGFR EIF4H ELN ENPP1 EOGT EP300 EPCAM EPG5 ERBB3 ERCC2 ERCC3 ESCO2 ESPN ESS2 EVC EVC2 EXOC2 EXT2 FADD FAN1 FANCB FANCC FANCI FBLN5 FBN1 FBN2 FCGR2A FGFR1 FGFR2 FGFRL1 FH FHL1 FIBP FIG4 FKBP6 FKRP FLI1 FLNA FLNB FLNC FNIP1 FOCAD FOXC2 FOXF1 FRA10AC1 FTO FZR1 GAA GATA1 GATA4 GATA5 GATA6 GDF1 GDF3 GDF6 GET3 GJA1 GJA5 GJA8 GLA GLI1 GLI3 GLRX5 GMPPB GNAO1 GNB2 GNPTAB GP1BB GPC3 GPC4 GPC6 GPR101 GRIN1 GRM7 GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GTPBP3 GYG1 GYS1 HACD1 HADHA HADHB HCCS HCN4 HDAC4 HDAC8 HEATR3 HIRA HNRNPK HNRNPR HOXA13 HRAS HSD11B2 HYLS1 HYMAI IDH1 IFIH1 IFT172 IFT27 IFT81 IGBP1 IGF1R INSR IPO8 ITGA7 JAG1 JAM3 JMJD1C JPH2 JUP KANSL1 KAT5 KAT6A KAT6B KAT8 KCNA1 KCNJ5 KDM3B KDM6A KIFBP KLHL41 KMT2D KRAS LAMB2 LARS2 LBR LDB3 LDLR LDLRAP1 LEMD2 LETM1 LIMK1 LMNA LONP1 LOX LRP2 LRP5 LRPPRC LTBP1 LTBP2 LTBP4 LZTR1 MACF1 MAP2K1 MAP2K2 MAP3K20 MAP3K7 MAPK1 MAPKAPK5 MASP1 MED12 MED13L MED23 MED25 MEG3 MEIS2 MEN1 MEOX1 METTL27 MGAT2 MGP MICU1 MID1 MIR17HG MKKS MLH1 MLH3 MLXIPL MMP14 MMP2 MMP21 MOGS MPLKIP MSH2 MSH6 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND5 MT-ND6 MT-TC MT-TF MT-TK MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTFMT MTX2 MYBPC3 MYCN MYH3 MYH6 MYH7 MYL2 MYL3 MYLK2 MYOCD MYOZ2 MYPN MYRF NAA10 NAA20 NAE1 NAXD NCF1 NDE1 NDUFA11 NDUFB11 NDUFB7 NDUFC2 NDUFS2 NEDD4L NEK1 NEK9 NEUROD2 NEXN NF1 NFIX NHLRC2 NIPA1 NIPA2 NIPBL NKAP NKX2-1 NKX2-5 NKX2-6 NOD2 NODAL NONO NOTCH1 NOTCH2 NOTCH3 NPHP3 NPPA NR2F2 NSD1 NSD2 NSDHL NSMCE2 NUP107 NUP188 NXN ODAD1 ODAD3 OTUD5 OTUD6B PACS1 PACS2 PAH PALB2 PCSK9 PDHA1 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PGM1 PHGDH PI4KA PIEZO2 PIGL PIGN PIGP PIGQ PIK3CA PIK3R2 PKD1L1 PKP2 PLAGL1 PLCH1 PLD1 PLN PLXND1 PMS1 PMS2 PNKP POLA1 POLG POLG2 POMT1 POMT2 PORCN PPFIBP1 PPM1D PPP1CB PPP2CA PPP2R5D PQBP1 PRDM13 PRKACA PRKACB PRKAG2 PSEN1 PSEN2 PSMC1 PSMD12 PTPN11 PUF60 RAB23 RAC1 RAD21 RAI1 RARB RBM8A RERE RFC2 RFX7 RIT1 RNF113A RNU4ATAC RNU7-1 ROR2 RPL10 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL3L RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RRAS2 RREB1 RRM2B RSPO2 RTL1 RYR1 SALL1 SALL4 SATB1 SATB2 SCN1B SCN2A SCN5A SCO1 SDHA SDHAF1 SDHB SDHD SEC24C SEC31A SELENON SEMA4A SETD2 SETD5 SF3B2 SF3B4 SFTPB SGCD SGCG SH3PXD2B SHANK3 SHOC2 SIK1 SIX3 SIX6 SKIC2 SKIC3 SLC12A2 SLC19A2 SLC25A12 SLC25A20 SLC25A22 SLC25A24 SLC25A4 SLC29A3 SLC2A10 SLC32A1 SLC37A4 SLF2 SMAD2 SMAD3 SMAD4 SMAD6 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMG8 SMG9 SMN1 SNRPB SON SOS1 SOS2 SOX11 SOX2 SOX4 SPECC1L SPEG SPEN SPTBN1 SREBF1 STAG1 STAG2 STAMBP STRA6 STX1A SVBP SVIL SYNE1 SYT2 TAB2 TALDO1 TAOK1 TAPT1 TARS1 TASP1 TBC1D24 TBCK TBL2 TBX1 TBX20 TBX3 TBX5 TCAP TCIRG1 TCTN3 TET3 TFAP2B TGDS TGFB1 TGFB3 TGFBR2 THOC6 TIAM1 TKT TLL1 TMEM237 TMEM260 TMEM270 TMEM43 TMEM53 TMEM94 TNFRSF11A TNNC1 TNNI3 TNNT2 TP63 TPK1 TPM2 TPM3 TPR TRAIP TRAPPC11 TRIM8 TRIO TRIP13 TRMT10C TRRAP TSR2 TTC26 TTC7A TTN TTR TUBG1 TWNK TXNDC15 TXNL4A UBE2A UBE3B UBR1 UBR7 UFD1 UMPS UQCRFS1 VAC14 VIPAS39 VPS13B VPS33B VPS35L VPS37D WAC WASHC5 WBP11 WDPCP WDR26 WDR35 WDR37 WNT4 WT1 XYLT1 XYLT2 YARS1 YY1AP1 ZBTB7A ZEB2 ZIC3 ZMPSTE24 ZMYM2 ZNF462 ZNF687 ZNF699 HP_ABNORMAL_CARDIAC_VENTRICULAR_FUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CARDIAC_VENTRICULAR_FUNCTION AARS2 ABCC6 ABCC9 ABCG5 ABCG8 ACADVL ACTA2 ACTC1 ADAMTS19 ALPK3 APOB ATP13A3 ATRX B2M BAG3 BAG5 BMPR2 BTNL2 CCND1 CITED2 COA6 CRYAB CSRP3 DAXX DES DLD DMD DSG2 DVL1 DYSF EFEMP2 EIF2AK4 ELN ENPP1 EYA4 FBLN5 FBN1 FHOD3 FKRP FKTN FLNC FOCAD FOXE3 GAA GATA4 GATA6 GATAD1 GDF1 GET3 GJA5 GTPBP3 HEY2 HLA-DRB1 KCNJ5 KIF20A KLHL24 LAMA2 LAMA4 LAMP2 LDB3 LDLR LDLRAP1 LMNA LMOD2 LOX LTBP1 MAT2A MFAP5 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND5 MT-ND6 MT-TC MT-TF MT-TK MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MYBPC3 MYH11 MYH6 MYH7 MYL3 MYLK MYOZ2 MYPN NEXN NKX2-5 NONO NPPA NR2F2 OTUD5 PCSK9 POLG POLG2 POMT1 POMT2 PPCS PRDM16 PRKG1 PSEN1 PSEN2 RAF1 RBM20 ROR2 RPL3L RRAGD RRM2B SCN5A SDHA SDHAF1 SDHB SDHD SELENON SGCD SGCG SLC25A4 SLC34A2 SLC6A6 SMAD2 SMAD3 SMAD4 TAB2 TAFAZZIN TBX20 TET2 TGFB2 TGFB3 TGFBR1 TGFBR2 THSD4 TLL1 TNNC1 TNNI3 TNNT2 TOP3A TPM1 TTN TTR TWNK VCL VEZF1 VHL WNT5A ZMPSTE24 HP_ABNORMAL_CARDIOMYOCYTE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CARDIOMYOCYTE_MORPHOLOGY ACTC1 ACTN2 ALPK3 CACNA1S COA5 DOLK DSP GYG1 KLHL24 LMOD2 PNPLA2 RPL3L RYR1 TNNI3 TNNT2 VCL HP_ABNORMAL_CARDIOVASCULAR_SYSTEM_PHYSIOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CARDIOVASCULAR_SYSTEM_PHYSIOLOGY AAAS AARS2 ABCA1 ABCA12 ABCA3 ABCB4 ABCB6 ABCC6 ABCC8 ABCC9 ABCD3 ABCD4 ABCG5 ABCG8 ACAD8 ACAD9 ACADM ACADVL ACAT1 ACE ACP5 ACTA1 ACTA2 ACTB ACTC1 ACTG1 ACTG2 ACTN2 ACTN4 ACVRL1 ACY1 ADA ADA2 ADAMTS10 ADAMTS13 ADAMTS19 ADAMTSL2 ADAMTSL4 ADAR ADCY5 ADD1 ADK ADNP AFF4 AGA AGGF1 AGK AGO2 AGPAT2 AGR2 AGT AGTR1 AGXT AIP AKAP9 AKT1 AKT3 ALB ALDH18A1 ALDH1A2 ALDOA ALDOB ALG10B ALG5 ALG9 ALMS1 ALPK3 ALPL ALX4 AMACR AMER1 AMN ANGPTL6 ANK2 ANKRD11 ANKS6 AP1S3 APC APOA1 APOB APOE APP APRT AQP2 ARF1 ARFGEF2 ARHGAP31 ARL6 ARMC5 ARPC1B ARPC4 ARSA ARSB ARSK ARVCF ASXL1 ATOH7 ATP11A ATP13A3 ATP1A2 ATP1A3 ATP1B1 ATP5F1A ATP5F1D ATP5F1E ATP5MK ATP6AP1 ATP6V0A2 ATP6V1A ATP6V1E1 ATP7A ATPAF1 ATPAF2 ATRX ATXN7 AVPR2 B2M B3GALT6 B3GLCT B4GALT7 BAG3 BAG5 BANF1 BANK1 BAP1 BAZ1B BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCHE BCL7B BCOR BCR BEST1 BICC1 BICD2 BICRA BLK BMP2 BMP6 BMPR1A BMPR2 BNC2 BPTF BRAF BRAT1 BRCA2 BRCC3 BRF1 BSCL2 BSND BTNL2 BUB1 BUB1B BUB3 BUD23 BVES C12orf57 C1QBP C3 C4A C4B CA2 CACNA1A CACNA1C CACNA1D CACNA1H CACNA1S CACNA2D1 CACNB2 CALM1 CALM2 CALM3 CALR CAPN5 CASP10 CASQ2 CASR CAV1 CAV3 CAVIN1 CBL CBS CC2D2A CCDC22 CCDC28B CCDC32 CCM2 CCN2 CCND1 CCND2 CCNQ CCR1 CCR6 CD109 CD2AP CD46 CD55 CDC42 CDC45 CDC73 CDH2 CDH23 CDKN1A CDKN1B CDKN2A CDKN2B CDKN2C CDON CELA2A CEP164 CEP19 CEP290 CEP57 CEP83 CFAP418 CFB CFH CFHR1 CFHR3 CFI CFTR CHCHD2 CHD3 CHD7 CHRNA3 CHST14 CHST3 CIC CIDEC CIROP CISD2 CITED2 CIZ1 CLCF1 CLCN2 CLCN7 CLCNKA CLCNKB CLDN1 CLIC2 CLIP2 CLN3 CLPB CNBP COA6 COG1 COG7 COL1A1 COL1A2 COL3A1 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL5A1 COL5A2 COLGALT1 COLQ COMT COPA COQ2 COQ4 COQ7 COQ9 CORIN COX16 COX5A COX6B1 COX7B COX8A CP CPOX CPT1A CPT2 CR2 CREBBP CRKL CRLF1 CRLS1 CRYAB CSF2RA CSF2RB CSGALNACT1 CSRP3 CST3 CTC1 CTCF CTLA4 CTNNA3 CTNNB1 CTNS CTSH CUBN CUL3 CWC27 CYB561 CYP11A1 CYP11B1 CYP11B2 CYP17A1 CYP21A2 CYP26C1 CYP27A1 CYP3A5 CYP7B1 CYSLTR2 D2HGDH DAXX DBH DCAF17 DCDC2 DCHS1 DCTN1 DDC DDX3X DDX6 DEF6 DES DGUOK DHCR7 DHPS DIS3L2 DISP1 DLD DLK1 DLL1 DLL4 DLST DMD DMPK DNAJB11 DNAJC13 DNAJC19 DNAJC30 DNAL1 DNASE1 DNM2 DNMT3A DOCK6 DOCK7 DOCK8 DOHH DOLK DPAGT1 DPH1 DPH2 DPP6 DPP9 DPYSL5 DSC2 DSC3 DSE DSG1 DSG2 DSP DST DTNA DUOX2 DUOXA2 DVL1 DVL3 DYRK1A DYRK1B DYSF DZIP1 DZIP1L EBP ECE1 ECHS1 EDA EDA2R EFEMP1 EFEMP2 EGFR EHMT1 EIF2AK4 EIF4G1 EIF4H ELAC2 ELN ELP1 EMD ENG ENPP1 EOGT EP300 EPAS1 EPCAM EPG5 EPHB4 EPOR ERAP1 ERCC4 ERCC6 ERCC8 ERMARD ETS1 EXOSC2 EXOSC5 EXT2 EYA4 F10 F11 F13A1 F13B F2 F5 F7 F8 F9 FAH FAM13A FAN1 FAR1 FARSB FAS FAT4 FBLN5 FBN1 FBN2 FBP1 FBXL4 FBXW11 FCGR2B FCGR2C FCGR3B FGA FGB FGD1 FGF8 FGFR1 FGFR2 FGFR3 FGG FH FHL1 FHOD3 FIG4 FIP1L1 FKBP14 FKBP6 FKRP FKTN FLAD1 FLI1 FLNA FLNC FLT1 FLT4 FMO3 FMR1 FN1 FNIP1 FOCAD FOS FOXA2 FOXC2 FOXE3 FOXF1 FOXH1 FOXP1 FSHR FUZ FXN FZD4 G6PC1 G6PC3 GAA GABRA3 GALC GANAB GAS1 GATA2 GATA4 GATA5 GATA6 GATAD1 GBA1 GBE1 GCDH GCGR GCH1 GCK GDAP1 GDF1 GDF2 GEMIN4 GET3 GFI1B GFM2 GGCX GIGYF2 GIMAP5 GJA1 GJA5 GJA8 GLA GLB1 GLI2 GLIS3 GLUL GLYCTK GMPPA GMPPB GNA11 GNAI2 GNAQ GNAS GNB2 GNB3 GNB5 GNPTAB GNPTG GNS GP1BA GP1BB GP9 GPC3 GPC4 GPD1L GPR101 GPR35 GPX4 GREM1 GRIN1 GSN GTF2I GTF2IRD1 GTF2IRD2 GTPBP3 GUCY1A1 GYG1 H19 H4C3 HAAO HABP2 HADH HADHA HADHB HAMP HBA1 HBA2 HBB HCCS HCN4 HCRT HDAC4 HEATR3 HELLPAR HEPHL1 HESX1 HEXB HEY2 HFE HGD HIRA HIVEP2 HJV HLA-B HLA-DPA1 HLA-DPB1 HLA-DQB1 HLA-DRB1 HMBS HMCN1 HMGCL HMOX1 HNF1A HNF4A HNRNPA1 HNRNPA2B1 HNRNPK HPGD HPS1 HPSE2 HRAS HSD11B2 HSD3B2 HSD3B7 HSPG2 HTRA1 HTRA2 IDS IDUA IFIH1 IFNG IFNGR1 IFT140 IFT172 IFT27 IFT74 IGFBP7 IGHG1 IKBKG IKZF1 IL10 IL10RA IL12A IL12A-AS1 IL12B IL12RB1 IL23R IL36RN IL6ST IMPDH2 INF2 INPP5E INS INVS IPO8 IQCB1 IRAK1 IRF2BP2 IRF4 IRF5 IRX5 ISCU ITCH ITGA2 ITGA2B ITGA8 ITGAM ITGB3 IVD IYD JAG2 JAK2 JAZF1 JMJD1C JPH2 JUP KANSL1 KAT6A KCNA5 KCND3 KCNE1 KCNE2 KCNE3 KCNE5 KCNH1 KCNH2 KCNJ1 KCNJ10 KCNJ11 KCNJ18 KCNJ2 KCNJ3 KCNJ5 KCNJ8 KCNK3 KCNN4 KCNQ1 KCTD1 KDM6A KIAA0319L KIF12 KIF1B KIF20A KIF23 KIFBP KIT KLHL24 KLHL3 KLRC4 KMT2D KRAS KRIT1 KRT18 KYNU LAMA2 LAMA3 LAMA4 LAMB2 LAMB3 LAMC2 LAMP2 LARS2 LBR LBX1 LCAT LCK LDB3 LDLR LDLRAP1 LEMD2 LEMD3 LEP LEPR LHX3 LHX4 LIFR LIMK1 LIMS2 LIPA LIPC LIPE LIPT1 LMAN1 LMBRD1 LMNA LMNB1 LMOD2 LMX1B LOX LPIN1 LPL LRIG2 LRP1 LRP12 LRP4 LRP5 LRP6 LRPPRC LRRK2 LSM11 LTBP1 LTBP2 LTBP3 LYZ LZTFL1 LZTR1 MADD MAFB MAN2B1 MAP1B MAP2K1 MAP2K2 MAP3K7 MAPK1 MAPRE2 MARS2 MAT2A MAX MBTPS2 MC2R MC4R MCFD2 MCTP2 MDH2 MDM2 MECP2 MED12 MED25 MEF2A MEFV MEG3 MEGF8 MEN1 METTL27 MFAP5 MGAT2 MGME1 MGP MKKS MKS1 MLH1 MLH3 MLX MLXIPL MMACHC MMEL1 MMP14 MMP2 MMUT MOG MPI MPL MRAP MRAS MRPL12 MRPS14 MSH2 MSH6 MST1 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MT-TC MT-TE MT-TF MT-TH MT-TK MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTFMT MTHFR MTO1 MTRR MTTP MTX2 MUC1 MUC5B MVK MYBPC3 MYC MYCN MYD88 MYH11 MYH6 MYH7 MYH9 MYL2 MYL3 MYL4 MYLK MYLK2 MYMK MYMX MYO1H MYO5B MYOZ2 MYPN MYRF MYSM1 NAA10 NABP1 NAF1 NAGA NAGS NAXD NCAPG2 NCF1 NDE1 NDP NDUFA2 NDUFA8 NDUFAF1 NDUFAF6 NDUFB10 NDUFB11 NDUFS2 NEDD4L NEK1 NEK8 NEK9 NEU1 NEUROG3 NEXN NF1 NF2 NFIA NFIX NFKB2 NFU1 NKAP NKX2-1 NKX2-5 NKX2-6 NLRC4 NNT NOD2 NODAL NONO NOS1AP NOS3 NOTCH1 NOTCH2 NOTCH2NLC NOTCH3 NPHP1 NPHP3 NPHP4 NPM1 NPPA NR2F2 NR3C1 NR3C2 NR4A2 NRAS NRXN1 NSMCE2 NT5E NTRK1 NUMA1 NUP155 OBSCN ODAD1 OFD1 OPA1 OSGEP OTUD5 OTX2 P2RY11 P4HA2 PAM16 PARN PAX2 PAX8 PBX1 PCCA PCCB PCGF2 PCSK9 PDCD1 PDCD10 PDE11A PDE3A PDE4D PDGFB PDGFRA PDSS1 PDX1 PET100 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PGAP1 PGM1 PHF21A PHOX2B PHYH PIEZO1 PIGA PIGM PIGN PIGU PIK3C2A PIK3CA PIK3R2 PITX2 PKD1 PKD2 PKHD1 PKP2 PLAU PLCG2 PLCH1 PLD1 PLEC PLIN1 PLN PLOD1 PLOD3 PLP1 PLVAP PLXND1 PML PMM2 PMS1 PMS2 PNPLA2 POLG POLG2 POLR3A POMT1 POMT2 POR POT1 POU1F1 POU2AF1 POU3F4 POU6F2 PPA2 PPARG PPCS PPOX PPP1CB PRDM16 PRDM5 PRF1 PRG4 PRIM1 PRKACA PRKAG2 PRKAR1A PRKCSH PRKG1 PRKG2 PROC PROP1 PRORP PROS1 PRTN3 PSAP PSEN1 PSEN2 PSMB8 PSMD12 PTCH1 PTEN PTGIS PTPN11 PTPN22 PUF60 PXK PYGM PYROXD1 RAB23 RAB3GAP2 RACGAP1 RAD21 RAF1 RANBP2 RANGRF RARA RASA1 RASA2 RB1 RBBP8 RBCK1 RBM10 RBM20 RBPJ REN REST RET RFC2 RGS5 RHAG RHBDF2 RHCE RHD RIGI RIT1 RMRP RNASEH1 RNASEH2A RNASEH2B RNASEH2C RNF125 RNF135 RNF168 RNF2 RNF213 RNU12 RNU4ATAC RNU7-1 ROBO4 ROR2 RPGRIP1L RPL27 RPL3L RPL5 RPS19 RPS20 RPS6KA3 RRAGD RRAS RRAS2 RREB1 RRM2B RS1 RSPRY1 RTEL1 RTL1 RUNX1 RYR1 RYR2 SAA1 SALL4 SAMD9 SAMHD1 SARDH SARS2 SAT1 SBDS SCAPER SCARB2 SCLT1 SCN10A SCN1B SCN2B SCN3B SCN4A SCN4B SCN5A SCN9A SCNN1A SCNN1B SCNN1G SCO1 SCO2 SCUBE3 SDCCAG8 SDHA SDHAF1 SDHAF2 SDHB SDHC SDHD SEC24C SEC63 SELENON SEMA3A SEMA4A SEMA4D SERPINA6 SERPINC1 SERPINE1 SERPINF2 SERPING1 SF3B1 SFTPA1 SFTPA2 SFTPB SFTPC SGCA SGCD SGCG SGO1 SH2B3 SHH SHOC2 SHPK SIM1 SIN3A SIX3 SKI SKIC2 SKIC3 SLC12A1 SLC12A3 SLC17A5 SLC19A2 SLC1A3 SLC22A5 SLC25A11 SLC25A13 SLC25A20 SLC25A24 SLC25A26 SLC25A3 SLC25A4 SLC29A3 SLC2A10 SLC30A10 SLC30A9 SLC31A1 SLC34A2 SLC35A1 SLC35A2 SLC37A4 SLC40A1 SLC4A1 SLC4A3 SLC5A5 SLC6A5 SLC6A6 SLC6A8 SLC7A7 SLCO2A1 SLMAP SMAD2 SMAD3 SMAD4 SMAD6 SMAD9 SMARCA4 SMARCAL1 SMARCB1 SMARCE1 SMC1A SMC3 SMC5 SMO SNAP29 SNCA SNIP1 SNORD118 SNTA1 SNX10 SON SOS1 SOS2 SOX10 SOX3 SOX5 SP110 SPARC SPECC1L SPEG SPG11 SPIB SPP1 SPRED1 SPRED2 SPRY2 SPTBN1 SREBF1 SRSF2 SRY STAG2 STAR STAT1 STAT2 STAT3 STAT4 STAT5B STIL STIM1 STING1 STK11 STN1 STOX1 STRA6 STRADA STT3A STX16 STX1A STX3 SUFU SUGCT SVIL SYNE1 SYNE2 SYT2 SZT2 TAB2 TAF2 TAFAZZIN TANGO2 TAOK1 TBCK TBL1XR1 TBL2 TBX1 TBX19 TBX2 TBX20 TBX3 TBX4 TBX5 TCAP TCF4 TCIRG1 TDGF1 TDP2 TECRL TEK TERC TERT TET2 TF TFAM TG TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 TGIF1 THBD THOC2 THOC6 THPO THSD1 THSD4 TINF2 TJP2 TKFC TLL1 TLR4 TLR7 TMEM126B TMEM127 TMEM237 TMEM260 TMEM270 TMEM43 TMEM67 TMEM70 TMTC3 TNFAIP3 TNFRSF11A TNFRSF11B TNFRSF1A TNFSF11 TNFSF15 TNFSF4 TNIP1 TNNC1 TNNC2 TNNI3 TNNI3K TNNT2 TNPO3 TNXB TOM1 TOP3A TOR1A TOR1AIP1 TP53 TPI1 TPM1 TPM2 TPM3 TPO TRAF3IP1 TRAF7 TRDN TREX1 TRIM28 TRIM32 TRIM37 TRIP13 TRIP4 TRPC6 TRPM4 TRRAP TSC1 TSC2 TSHB TSHR TSPAN12 TSPYL1 TTC26 TTC7A TTC8 TTN TTPA TTR TUBB TULP3 TWIST1 TWNK TXNDC15 TXNRD2 UBAC2 UBE2A UBE2L3 UBR1 UCP2 UFD1 UQCRFS1 USP18 USP48 USP8 VAC14 VANGL1 VCL VCP VEZF1 VHL VPS33A VPS35 VPS35L VPS37D VWF WAC WAS WASHC5 WDPCP WDR19 WDR35 WDR37 WFS1 WIPF1 WIPI2 WNK1 WNK4 WNT4 WNT5A WRN WT1 XK XPNPEP2 XPNPEP3 XYLT1 XYLT2 YY1 YY1AP1 ZBTB16 ZEB2 ZFYVE19 ZIC2 ZIC3 ZMPSTE24 ZNF148 ZNF341 ZNF365 ZNF408 ZNF469 ZNF699 ZNFX1 ZNRF3 HP_ABNORMAL_CAROTID_ARTERY_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CAROTID_ARTERY_MORPHOLOGY ABCA1 ABCG5 ABCG8 ACTA2 AEBP1 APOB ATP7A BAZ1B BCL7B BRCA1 BRCA2 BRIP1 BUD23 CLIP2 COL3A1 COL5A1 DCDC2 DNAJC30 EIF4H ELN ERCC4 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FBN1 FKBP6 FOXE3 GTF2I GTF2IRD1 GTF2IRD2 HEY2 HOXA1 HTRA1 IPO8 LDLR LDLRAP1 LIMK1 LMNA LMX1B LOX MAD2L2 MAT2A METTL27 MFAP5 MLXIPL MYH11 MYLK NCF1 NDE1 NF1 NKX2-6 PALB2 PCGF2 PCSK9 PLXND1 PRKG1 RAD51 RAD51C RFC2 RFWD3 SDHD SLC2A10 SLX4 SMAD2 SMAD3 SMAD4 SON STAT1 STX1A TBL2 TGFB2 TGFB3 TGFBR1 TGFBR2 THSD1 THSD4 TMEM270 TMEM67 TOM1 UBE2T VPS37D XRCC2 YY1AP1 ZMPSTE24 HP_ABNORMAL_CARPAL_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CARPAL_MORPHOLOGY ABCC6 ALDH18A1 APC ATP7A B3GALT6 BGN BHLHA9 BMPR1B BPNT2 CANT1 CBFB CHST3 CHSY1 COL27A1 COL2A1 COMP DDR2 DYM DYNC2LI1 EBP EIF2AK3 ENPP1 ESCO2 EVC EVC2 EXOC6B EXT1 EXT2 EXTL3 FBLN1 FGFR2 FGFR3 FLNA FLNB GDF5 GLI1 GNPTAB GPC3 GPC4 HOXA13 HOXD13 IDH1 IHH KIF22 LEMD3 LMBR1 LONP1 LRP4 MACROH2A1 MAFB MAP3K7 MATN3 MBTPS1 MMP14 MMP2 MYH3 NANS NIN NOG NOTCH2 NXN PAX3 PDE4D PIGV PITX1 POR PRKACA PRKACB PTH1R RBM8A RECQL4 RMRP ROR2 RSPRY1 SALL4 SETD2 SHH SHOX SLC10A7 SLC34A2 SLC35B2 SLC35D1 SMOC1 TBX5 TONSL TRIP11 TRPV4 UFSP2 WNT7A XRCC2 XYLT1 HP_ABNORMAL_CARTILAGE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CARTILAGE_MORPHOLOGY ABCC6 ANKH COL2A1 DDR2 DHX30 EDN1 ENPP1 EXT1 EXT2 F8 FGFR1 FGFR2 FGFR3 FLNB GNAI3 HGD HLA-B HS2ST1 IDH1 IDH2 KRAS LBR MAD1L1 MGP NSD2 PEX2 PEX5 PLCB4 POLR1B POLR1C POLR1D PTCH1 PTH1R PTPN11 PUF60 SIX3 SLC26A2 STEEP1 TCOF1 TCTN3 TGIF1 TNFRSF11B TRAPPC2 TWIST1 UBA1 ZBTB20 ZNF462 HP_ABNORMAL_CAUDATE_NUCLEUS_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CAUDATE_NUCLEUS_MORPHOLOGY ADAR ASNS ATP13A2 BSCL2 COASY DCX FOXP2 FTL GCDH HTT JPH3 MT-ATP6 NDUFAF5 NEK1 NUP54 NUP62 OPHN1 SLC2A3 TIMM8A TREM2 TUBB2B TUBB3 TYROBP VPS13A HP_ABNORMAL_CD4_CD8_RATIO https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CD4_CD8_RATIO AP3B1 CASP8 CIITA CTPS1 DEF6 GATA2 IL2RA IL2RB MAGT1 PGM3 POMP RASGRP1 RFX5 RFXANK RFXAP UNC119 WAS WDR1 ZAP70 HP_ABNORMAL_CELLULAR_COMPOSITION_OF_BRONCHOALVEOLAR_FLUID https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CELLULAR_COMPOSITION_OF_BRONCHOALVEOLAR_FLUID BTNL2 COPA HLA-DRB1 MUC5B NKX2-1 SFTPA1 SFTPA2 SFTPC TERT HP_ABNORMAL_CELLULAR_PHENOTYPE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CELLULAR_PHENOTYPE AARS1 AARS2 ACAD8 ACAD9 ACADM ACD ACTC1 ACTN2 ADA ADA2 ADAM17 ADAMTS3 AFG3L2 AGK AICDA AIFM1 AK2 AKT1 ALB ALG12 ALPK3 AP3B1 ARHGEF1 ARSA ARVCF ASAH1 ATM ATP5F1A ATP5F1D ATP5F1E ATP6AP1 ATP6AP2 ATPAF2 ATXN2 B2M BACH2 BAP1 BCL10 BCS1L BLM BLNK BOLA3 BRCA1 BRCA2 BRIP1 BTK BUB1B C1QBP CA2 CACNA1S CAMKMT CARD10 CARD11 CARD9 CARMIL2 CARS1 CARS2 CASP10 CASP8 CAVIN1 CCBE1 CCND1 CD19 CD247 CD27 CD28 CD320 CD3D CD3E CD3G CD40 CD40LG CD55 CD70 CD79A CD79B CD81 CDAN1 CDCA7 CDK5 CDSN CENATAC CHCHD10 CHKB CIITA CISD2 CLCN7 CLN3 CLN5 CLN6 CLN8 CNBP COA3 COA5 COA6 COA8 COG6 COL1A1 COL7A1 COMT CORO1A COX16 COX20 COX4I1 COX5A COX6A2 CPT2 CR2 CRLS1 CSNK2A1 CTLA4 CTNNBL1 CTNS CTPS1 CXCR4 CYBA CYBB CYC1 CYP27A1 DCLRE1B DCLRE1C DDB2 DEF6 DGCR2 DGCR6 DGCR8 DGUOK DLAT DLD DNA2 DNAJC21 DNAJC30 DNAJC5 DNM1L DNMT1 DNMT3B DOCK2 DOCK8 DOLK DSG1 DSP EARS2 ECHS1 EGFR EHHADH ELAC2 ELANE EPG5 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ESCO2 ESS2 ETFA ETFB ETFDH EXTL3 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAS FASLG FAT4 FBXL4 FCGR3A FDX2 FDXR FH FLAD1 FLNA FMR1 FNIP1 FOXP3 FOXRED1 FUS FXN GATA3 GATC GATM GBA1 GFER GFM1 GFM2 GGPS1 GJA1 GLRX5 GNE GNPTAB GNS GP1BB GPC3 GPC4 GPR35 GTF2E2 GTF2H5 GTPBP3 GYG1 HACD1 HADH HADHA HELLS HGSNAT HIBCH HIRA HLA-DQA1 HLA-DQB1 HLA-DRB1 HSD17B10 HYOU1 IBA57 ICOS IFIH1 IFNGR1 IGHG2 IGHM IGKC IGLL1 IKBKB IKBKG IKZF1 IL12A IL12RB1 IL17RA IL21 IL21R IL2RA IL2RB IL2RG IL4R IL6R IL6ST IL7R IPO8 IRAK4 IRF2BP2 IRF5 IRF8 ISCA2 ISCU ITCH ITK IVNS1ABP JAK3 JMJD1C KARS1 KCTD7 KIF23 KLHDC8B KLHL24 KNSTRN KRAS KRT14 KRT5 KRT74 KRT9 LAMTOR2 LAT LBR LCK LCP2 LEP LEPR LIAS LIG1 LIG3 LIG4 LMNA LMOD2 LRBA LRP5 LRPPRC LRRC8A LYRM4 LYRM7 MAD2L2 MAGT1 MALT1 MAN2B1 MCM10 MCM4 MCOLN1 MCPH1 MDM4 MECP2 MECR MFF MGAT2 MGME1 MIEF2 MMEL1 MMP1 MOGS MPLKIP MPV17 MRE11 MRM2 MRPL12 MRPS14 MRPS16 MRPS22 MRPS23 MRPS25 MRTFA MS4A1 MS4A2 MSN MST1 MT-ATP6 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MT-TE MT-TF MT-TH MT-TL1 MT-TL2 MT-TN MT-TQ MT-TS1 MT-TS2 MT-TW MTFMT MTHFD1 MTO1 MTOR MTRFR MUC5B MVK MYD88 MYH14 MYH7 MYSM1 NADK2 NAE1 NARS2 NAXE NBN NCKAP1L NDRG1 NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA4 NDUFA6 NDUFA8 NDUFA9 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF6 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB7 NDUFB8 NDUFB9 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NEB NEUROG3 NF2 NFE2L2 NFKB1 NFKB2 NFKBIA NFS1 NFU1 NHEJ1 NHLRC2 NKX2-5 NLRC4 NLRP1 NRAS NSMCE3 NSUN3 NUBPL OAS1 OCRL ORAI1 OTULIN PALB2 PANX1 PARN PATL2 PDGFB PDHA1 PDHB PDHX PDP1 PEPD PET100 PET117 PEX5 PEX6 PGM3 PIGK PIGM PIGT PIK3C2A PIK3CA PIK3CD PIK3CG PIK3R1 PLA2G7 PLCG2 PLVAP PMFBP1 PMM2 PNP PNPLA2 PNPT1 POLE POLG POLG2 POMP POT1 POU2AF1 PPM1B PREPL PRF1 PRIM1 PRKCD PSAP PSMB4 PSMB8 PSMB9 PSTPIP1 PTCD3 PTEN PTPRC PUS1 QRSL1 RAB27A RAC2 RACGAP1 RAD50 RAD51 RAD51C RAG1 RAG2 RAI1 RARS2 RASGRP1 RBM8A REL RELA RFWD3 RFX5 RFXANK RFXAP RHAG RIPK1 RMRP RNF113A RNF168 RNU4ATAC RPA1 RPL3L RREB1 RRM2B RTEL1 RYR1 SAMD9L SASH3 SCARB2 SCN4A SCO1 SCO2 SDHA SDHB SDHD SEC23B SEC24C SEMA4D SETX SFTPA2 SFTPC SFXN4 SH2D1A SH3KBP1 SHH SIK3 SKIC2 SKIC3 SLC25A10 SLC25A13 SLC25A20 SLC25A26 SLC25A3 SLC25A4 SLC2A1 SLC34A1 SLC35C1 SLC39A4 SLC39A7 SLC39A8 SLC3A1 SLC46A1 SLC5A6 SLC7A7 SLF2 SLX4 SMARCAL1 SMARCB1 SMARCE1 SMO SON SP110 SPG7 SPI1 SPIB SPINK5 SPPL2A SQSTM1 SRP54 STAT1 STAT2 STAT3 STAT5B STIM1 STING1 STX11 STXBP2 SUCLA2 SUCLG1 SUFU SUN5 SYK TAFAZZIN TARDBP TARS1 TBK1 TBX1 TCF3 TCF4 TCN2 TERT TET2 TFRC TGFB1 TIMM22 TIMM50 TIMM8A TIMMDC1 TINF2 TK2 TLR8 TMEM126B TMEM185A TMEM70 TNFRSF11A TNFRSF11B TNFRSF13B TNFRSF13C TNFRSF1B TNFRSF9 TNFSF12 TNFSF15 TNNI3 TNNT2 TNPO3 TOM1 TONSL TOP3A TP53 TPP1 TPP2 TRAF7 TRIP13 TRIT1 TRMT5 TRMU TRNT1 TSC1 TSFM TTC19 TTC7A TTN TUBB8 TWNK TXN2 TYK2 TYMP TYMS UBE2T UFD1 UMPS UNC13D UNG UQCC2 UQCC3 UQCRB UQCRH UQCRQ UVSSA VARS2 VCL VCP VPS33A VPS45 WAS WEE2 WIPF1 WRAP53 XIAP XPA XPC XRCC2 XRCC4 YARS2 ZAP70 ZBTB24 ZCCHC8 ZEB2 ZFTA ZMPSTE24 ZNF341 ZP2 HP_ABNORMAL_CELL_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CELL_MORPHOLOGY ACD ACTC1 ACTN2 ALPK3 ATXN2 CACNA1S COA5 DNAJC21 DOLK DSP GYG1 KLHL24 LIG3 LMOD2 MDM4 PANX1 PARN PATL2 PEX6 PNPLA2 POLG POT1 RELA RPA1 RPL3L RRM2B RTEL1 RYR1 TERT TINF2 TNNI3 TNNT2 TP53 TUBB8 TYMP TYMS VCL WEE2 WRAP53 ZCCHC8 ZFTA ZP2 HP_ABNORMAL_CENTRAL_SENSORY_FUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CENTRAL_SENSORY_FUNCTION ABCD1 AKT1 ATP6AP2 BAP1 NF2 PDGFB PIK3CA PRNP SMARCB1 SMARCE1 SMO SUFU TERT TRAF7 HP_ABNORMAL_CEREBELLAR_CORTEX_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CEREBELLAR_CORTEX_MORPHOLOGY ATP6V1B2 PNPT1 POLG TBC1D24 TWNK HP_ABNORMAL_CEREBELLAR_VERMIS_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CEREBELLAR_VERMIS_MORPHOLOGY ACY1 ADGRG1 ADPRS AFF3 AHI1 AIPL1 ALG3 ALX4 AP1S2 APC2 ARF1 ARHGEF2 ARID1A ARID1B ARID2 ARL13B ARL3 ARMC9 ASNS ASXL1 ASXL3 ATN1 ATP2B3 ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 ATP9A ATR ATXN1 ATXN8OS B3GALNT2 B4GALT1 B4GAT1 B9D1 B9D2 BCL11A BCOR BICD2 BLTP1 BMP4 BRF1 BUB1 BUB1B BUB3 C2CD3 CACNA1A CACNA1G CACNA2D2 CBY1 CC2D2A CCDC22 CCDC32 CDC42 CDC42BPB CDKN1C CENPF CEP104 CEP120 CEP164 CEP290 CEP41 CEP57 CHD7 CHP1 CNTNAP2 COG1 COL4A1 COX20 CPLANE1 CPSF3 CPT2 CRB1 CRPPA CRX CSF1R CSPP1 CUL4B CWF19L1 DAB1 DAG1 DCHS1 DDX3X DENND5A DHCR7 DLG4 DOK7 DPF2 DPH1 DPH2 DPH5 DPYSL5 DYNC1H1 DYNC2H1 DYNC2I1 DYNC2I2 EBF3 EBP ELOVL5 EPG5 ESCO2 EVC EVC2 EXOC2 EXOSC8 FA2H FAM149B1 FAR1 FAT4 FDXR FGFR1 FIG4 FKRP FKTN FLVCR2 FOXC1 FRMD4A FTO GDF6 GEMIN4 GJB1 GJB2 GJB6 GLI3 GMPPB GOT2 GPC3 GPC4 GRIA3 GRID2 GRM1 GTPBP2 GUCY2D H3-3A HHAT HNRNPH1 HNRNPR HRAS HTT HYLS1 IFT140 IFT172 IFT74 IFT80 IGF2 IMPDH1 INPP5E INPP5K INTS1 IQCB1 ITPR1 KATNIP KCNJ13 KCNQ1 KCNQ1OT1 KIAA0586 KIAA0753 KIF14 KIF1A KIF21A KIF5A KIF7 KNL1 KPNA3 KRAS L1CAM LAMA1 LAMB1 LARGE1 LCA5 LETM1 LMX1B LNPK LRAT LRPPRC LRRC32 MAB21L1 MACF1 MAN2C1 MAPKAPK5 MARS2 MAST1 MBD5 MDH1 MED11 MEF2C MID1 MKS1 MME MPL MRE11 MTM1 MUSK MVK MYO5A MYOD1 NCAPG2 NEK1 NMNAT1 NOP56 NPHP1 NPHP3 NPTX1 NRAS NSD1 NSRP1 NUP37 NUP88 ODC1 OFD1 OPA1 OPHN1 PACS1 PACS2 PAFAH1B1 PCGF2 PCYT1A PDE6D PEX16 PEX2 PGAP1 PGAP2 PHGDH PI4KA PIBF1 PIEZO2 PIGN PIGS PIGU PIK3R5 PLCH1 PLG PLP1 PMM2 PMPCA POLR3A POLR3B POMGNT1 POMGNT2 POMK POMT1 POMT2 PPFIBP1 PPP1CB PPP1R21 PRDM13 PRKCG PRKDC PSAT1 PTEN PTF1A PUM1 QARS1 RAB11B RAB18 RAB3GAP1 RAB3GAP2 RAC1 RAPSN RARS2 RBM10 RBM8A RD3 RDH12 RERE RFC1 RFX7 RNF113A RNU12 RNU4ATAC ROBO1 RPE65 RPGRIP1 RPGRIP1L RXYLT1 SACS SASS6 SCYL1 SEMA3E SEMA6B SEPSECS SETD2 SETX SIL1 SLC18A3 SLC25A19 SLC25A24 SLC35A2 SLC39A8 SLC9A1 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMG9 SOX11 SOX4 SPATA7 SRD5A3 SRPX2 STXBP1 SUFU SYT14 SYT2 TAF1 TBC1D20 TBC1D24 TBCK TCTN1 TCTN2 TCTN3 TDP1 TFAP2A THG1L THOC2 TMCO1 TMEM107 TMEM138 TMEM216 TMEM218 TMEM231 TMEM237 TMEM240 TMEM67 TOGARAM1 TOPORS TRAPPC9 TRIP13 TRPC3 TRRAP TSEN15 TSEN2 TSEN34 TSEN54 TUBA1A TUBB TUBB2A TUBB2B TUBB3 TUBB4B TULP1 TXNDC15 USP45 USP9X VLDLR VPS35L VPS41 VPS4A VPS51 WARS2 WASHC5 WDR35 WDR4 WDR73 WDR81 WLS XRCC4 ZEB2 ZIC1 ZNF423 HP_ABNORMAL_CEREBRAL_ARTERY_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CEREBRAL_ARTERY_MORPHOLOGY ABCG5 ABCG8 ACTA2 ADAR ALDH18A1 ALG5 ALG9 ANGPTL6 APOB APP BGN BICC1 BRCC3 COL1A1 COL3A1 COL4A1 COL5A1 COL5A2 DNAJB11 ELN ENG FARSB FBN1 FOXE3 GAA GANAB GGCX GUCY1A1 HES7 HEY2 HTRA1 IFIH1 IFT140 IPO8 LDLR LDLRAP1 LOX LSM11 MAT2A MFAP5 MYH11 MYLK NDE1 NF1 NFIA PCNT PCSK9 PDE11A PDGFB PDGFRB PKD1 PKD2 PLOD3 PRKAR1A PRKCSH PRKG1 RNASEH2A RNASEH2B RNASEH2C RNF213 RNU7-1 SAMHD1 SLC20A2 SMAD2 SMAD3 SMAD4 SMARCAL1 SPTBN1 STAT1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 THSD1 THSD4 TOM1 TONSL TREX1 HP_ABNORMAL_CEREBRAL_CORTEX_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CEREBRAL_CORTEX_MORPHOLOGY AARS1 ABCA7 ABCC6 ACD ACO2 ACP5 ACTB ACTG1 ACVR1 ACY1 ADAMTS3 ADAR ADARB1 ADGRG1 ADGRV1 AGTPBP1 AHDC1 AHI1 AIRE AKT3 ALDH18A1 ALG12 ALG8 ALS2 AMER1 AMPD2 ANKLE2 AP1S2 AP4B1 AP4E1 AP4M1 AP4S1 APC2 APOE APP ARHGAP31 ARHGEF9 ARID1A ARID1B ARID2 ARL13B ARL3 ARMC9 ARX ASCC1 ASNS ASPM ATN1 ATP13A2 ATP1A2 ATP1A3 ATP5F1A ATP5F1D ATP5F1E ATP5MK ATP6V0A1 ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 ATP7A ATP8A2 ATPAF1 ATPAF2 ATR ATRX ATXN2 B3GALNT2 B3GLCT B4GALNT1 B4GAT1 B9D1 B9D2 BAZ1B BCAP31 BCL7B BICD2 BICRA BLTP1 BMP4 BMPER BRAF BRD4 BUB1 BUD23 C2CD3 CA2 CACNA1A CACNA1E CAMSAP1 CAMTA1 CARS1 CARS2 CASK CASR CASZ1 CBY1 CCBE1 CCDC88A CCND2 CDC40 CDC42 CDH23 CDK13 CDK5 CDK5RAP2 CDK6 CDKL5 CDON CENPE CENPJ CEP104 CEP120 CEP135 CEP152 CEP41 CEP63 CEP85L CHCHD10 CHMP2B CIB2 CILK1 CISD2 CIT CIZ1 CLCN4 CLCNKB CLIP2 CLN5 CLP1 CNKSR2 CNNM2 CNTNAP2 COG1 COG6 COL11A1 COL18A1 COL25A1 COL2A1 COL3A1 COL4A1 COL4A2 COLGALT1 COPB2 CPA6 CPLANE1 CPLX1 CPT2 CRADD CRPPA CSF1R CSNK2A1 CSPP1 CTC1 CTDP1 CTNNA2 CTNNB1 CTNS CTSC CTSF CTU2 CUL4B CWC27 CYB5A CYB5R3 CYP2U1 DAG1 DCHS1 DCX DDB2 DDR2 DDX3X DENND5A DEPDC5 DGUOK DHCR24 DHCR7 DHX37 DISC1 DISP1 DKC1 DLK1 DLL1 DMXL2 DNAJC13 DNAJC30 DNM1L DOCK6 DOCK7 DONSON DPAGT1 DPF2 DPM1 DYNC1H1 DYNC1I2 DYRK1A ECM1 EHMT1 EIF2AK2 EIF2B4 EIF4G1 EIF4H ELN ELOVL4 EML1 EMX2 ENPP1 EOMES EPG5 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ERMARD ESPN ETFA ETFB ETFDH EXOC7 EXOSC2 EXOSC3 EXOSC5 EXOSC8 EXOSC9 FA2H FAM111A FAM20C FARS2 FARSB FAT4 FBLN1 FBXO28 FDFT1 FDXR FGF8 FGFR1 FGFR3 FH FIG4 FKBP6 FKRP FKTN FLI1 FLVCR2 FMR1 FOXG1 FOXH1 FRAS1 FRMD5 FRMPD4 FTO FUS GABRA5 GABRD GABRG2 GAS1 GATA3 GBA1 GBA2 GCDH GDAP2 GET4 GFM2 GIGYF2 GJA1 GLI2 GLS GLYCTK GMNN GMPPB GNA11 GNAO1 GNAQ GNAS GNB1 GNPTAB GOLGA2 GON7 GPHN GPKOW GPSM2 GPX4 GRIA3 GRIA4 GRIN1 GRM7 GRN GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GUF1 H3-3A HCN1 HDAC8 HERC1 HEXB HIC1 HIVEP2 HLA-DQA1 HLA-DQB1 HNF1B HRAS HSD17B10 HSD17B4 HSPG2 HYLS1 IARS2 IBA57 IER3IP1 IFIH1 IFNG IFT74 IKBKG INPP5E IRF8 ISCA1 ISG15 JAM2 JPH3 KARS1 KAT5 KAT6B KATNB1 KATNIP KCNA1 KCNAB2 KCNT1 KDM6A KIAA0586 KIAA0753 KIF11 KIF14 KIF1A KIF21A KIF26A KIF2A KIF5C KIFBP KL KLHL15 KMT2D KNL1 KRAS KRIT1 LAGE3 LAMA2 LAMB1 LAMC3 LARGE1 LIMK1 LIPT2 LMNB1 LMNB2 LONP1 LRPPRC LRRK2 LSM11 LUZP1 MACF1 MAF MAGEL2 MAN2B1 MAN2C1 MAP1B MAP2K1 MAP2K2 MAPK8IP3 MAPT MARS2 MAST1 MBD5 MBOAT7 MBTPS2 MCM7 MCPH1 MDH2 MECP2 MED11 MED27 MEF2C MEG3 METTL27 METTL5 MFSD2A MGP MICU1 MINPP1 MKS1 MLXIPL MLYCD MMACHC MMADHC MMP23B MN1 MPDZ MPLKIP MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW MTOR MTRR MUC1 MVK MYMK MYMX MYO5A MYO7A MYORG NANS NARS1 NCAPD3 NCF1 NDE1 NDN NDP NDUFA6 NDUFA8 NEDD4L NEK1 NEUROD2 NEXMIF NFIX NHP2 NIPA1 NIPA2 NIPBL NODAL NOP10 NOVA2 NPHP1 NPM1 NPRL2 NPRL3 NRAS NSDHL NSMCE3 NSRP1 NUP107 NUP133 NUP37 NUS1 OCA2 OCLN ODC1 OFD1 OPA1 OPHN1 OSGEP OTUD6B PAFAH1B1 PAH PARN PARS2 PAX6 PC PCDH15 PCDHGC4 PDCD6IP PDE6D PDGFB PDGFRB PDHA1 PDHB PDPN PDZD7 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PGAP1 PHACTR1 PHC1 PHGDH PHOX2A PI4KA PIBF1 PIDD1 PIGA PIGB PIGL PIGN PIGP PIGQ PIGS PIGV PIK3CA PIK3R2 PLAA PLK4 PLP1 PNKP POGZ POLG2 POLR3A POLR3B POMGNT1 POMGNT2 POMK POMT1 POMT2 POT1 POU4F1 PPFIBP1 PPIL1 PPP1R12A PPP2R2B PRDM16 PRDX1 PRKCZ PRKDC PRNP PRUNE1 PSAT1 PSEN1 PSEN2 PSMB8 PSMG2 PTCH1 PTCH2 PTDSS1 PTEN PTH PUS3 PYCR2 QARS1 QDPR RAB18 RAB39B RAB3GAP1 RAB3GAP2 RAC1 RAD21 RARS2 RECQL4 RELN RERE RFC2 RFT1 RHOBTB2 RMND1 RNASEH1 RNASEH2A RNASEH2B RNASEH2C RNASET2 RNF113A RNF125 RNU12 RNU4ATAC RNU7-1 ROBO1 RPGRIP1L RPS6KA3 RTEL1 RTL1 RTTN RXYLT1 SACS SAMHD1 SARS1 SASS6 SC5D SCN1A SCN1B SCN2A SCN3A SCN9A SCO2 SCYL2 SEPSECS SETBP1 SF3B4 SHH SHMT2 SHQ1 SIK1 SIN3A SIN3B SIX3 SKI SLC12A2 SLC12A3 SLC20A2 SLC25A15 SLC25A19 SLC25A22 SLC25A46 SLC26A2 SLC29A3 SLC2A1 SLC30A9 SLC32A1 SLC35A2 SLC35C1 SLC39A4 SLC39A8 SLC46A1 SLC4A4 SLC5A6 SLC9A6 SLITRK2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMO SMPD4 SNAP29 SNCA SNORD118 SNRPB SNRPN SNX14 SON SORL1 SOX11 SOX4 SPATA5 SPEN SPG11 SPG7 SPOP SPTAN1 SQSTM1 SRD5A3 SRPX2 STAMBP STAT2 STIL STS STUB1 STX1A STX1B SUCLA2 SUFU SUZ12 SYNJ1 TAF13 TARDBP TARS1 TBC1D20 TBC1D24 TBCD TBK1 TBL1XR1 TBL2 TBR1 TCF4 TCIRG1 TCTN1 TCTN2 TCTN3 TDGF1 TERC TERT TGIF1 TINF2 TMCO1 TMEM106B TMEM147 TMEM218 TMEM222 TMEM237 TMEM270 TMEM67 TMEM70 TMTC3 TMX2 TNFRSF11A TOGARAM1 TOMM40 TP53RK TP73 TPRKB TRAIP TRAK1 TRAPPC10 TRAPPC12 TRAPPC14 TRAPPC6B TRAPPC9 TREM2 TREX1 TRIM8 TRMT10C TRRAP TSC1 TSC2 TSEN15 TSEN2 TSEN34 TSEN54 TTC19 TTC5 TUBA1A TUBA8 TUBB TUBB2A TUBB2B TUBB3 TUBG1 TUBGCP2 TUBGCP4 TUBGCP6 TUFM TWNK TYMS TYROBP UBE3A UBE4B UBTF UGP2 USB1 USH1C USH1G USH2A USP18 USP9X VAC14 VARS1 VCP VIPAS39 VLDLR VPS13A VPS13C VPS33A VPS33B VPS35 VPS37A VPS37D VPS4A VRK1 WARS1 WDR26 WDR4 WDR62 WDR73 WFS1 WHRN WRAP53 WT1 WWOX XPA XPC XPR1 XRCC4 YRDC YWHAE YY1 ZBTB20 ZEB2 ZIC2 ZNF335 ZNF526 ZNFX1 ZNHIT3 ZSWIM6 HP_ABNORMAL_CEREBRAL_SUBCORTEX_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CEREBRAL_SUBCORTEX_MORPHOLOGY AARS1 AARS2 ABAT ABCC9 ABCD1 ABHD16A ACADS ACER3 ACO2 ACOX1 ACP5 ACTA2 ACTB ACTG1 ACTL6B ACVR1 ACY1 ADAR ADARB1 ADAT3 ADCY5 ADGRG1 ADH1C ADNP ADORA2A ADSL AGO1 AGTPBP1 AHCY AHDC1 AHI1 AHSG AIFM1 AIMP1 AIMP2 AKT3 ALDH18A1 ALDH6A1 ALDH7A1 ALG11 ALG12 ALG2 ALG3 ALG8 ALX1 ALX3 ALX4 AMER1 AMFR AMPD2 AMT ANKLE2 ANKRD11 AP1G1 AP1S2 AP2M1 AP3B2 AP4B1 AP4E1 AP4M1 AP4S1 AP5Z1 APC2 ARF1 ARFGEF2 ARHGAP31 ARID1A ARID1B ARID2 ARL13B ARL3 ARMC9 ARNT2 ARSA ARSI ARV1 ARX ASNS ASPA ASPM ASXL1 ASXL2 ASXL3 ATAD3A ATG7 ATL1 ATN1 ATP11A ATP13A2 ATP1A2 ATP1A3 ATP6AP2 ATP6V1A ATP8A2 ATP9A ATPAF2 ATR ATRX ATXN2 ATXN3 ATXN8OS AUH B3GALNT2 B3GLCT B4GALNT1 B4GAT1 B9D1 B9D2 BCAP31 BCAS3 BCL11B BCOR BICD2 BLTP1 BMP4 BPTF BRAF BRAT1 BRF1 BRPF1 BSCL2 BUB1 BUB1B BUB3 C12orf57 C19orf12 C2CD3 C2orf69 CA2 CACNA1A CACNA1B CACNA1E CACNA1G CACNA1I CACNA2D1 CAMK2A CAMLG CAMSAP1 CARS1 CARS2 CASK CASR CASZ1 CBY1 CC2D2A CCDC174 CCDC47 CCDC88A CCND2 CD96 CDC40 CDC42 CDC42BPB CDH2 CDK10 CDK13 CDK19 CDK5 CDK5RAP2 CDK6 CDK8 CDKL5 CDON CELF2 CENPE CENPF CENPJ CEP104 CEP120 CEP135 CEP152 CEP290 CEP41 CEP57 CEP63 CEP85L CFC1 CHD3 CHKA CHMP1A CHMP2B CILK1 CIT CLCN3 CLCN4 CLN5 CLN8 CLP1 CLPB CLTC CNBP CNKSR2 CNOT1 CNOT3 CNP CNTNAP1 CNTNAP2 COASY COG2 COG4 COG5 COG6 COG7 COL4A1 COPB2 COQ8A COX15 COX7B CP CPLANE1 CPLX1 CPSF3 CPT2 CREBBP CRIPT CRLS1 CRPPA CSF1R CSPP1 CTBP1 CTNNA2 CTNNB1 CTNS CTSK CTU2 CUL4B CWF19L1 CYB5A CYB5R3 CYFIP2 CYP11A1 CYP27A1 CYP2U1 CYP7B1 D2HGDH DACT1 DAG1 DALRD3 DARS1 DARS2 DCC DCDC2 DCHS1 DCX DDB1 DDHD2 DDX3X DDX59 DDX6 DEAF1 DEGS1 DENND5A DHCR24 DHCR7 DHDDS DHX16 DIAPH1 DIS3L2 DISC1 DISP1 DLAT DLL1 DLL4 DMXL2 DNAJB4 DNAJC19 DNAL4 DNM1 DNM1L DNMT1 DOCK6 DOCK7 DOHH DONSON DPAGT1 DPF2 DPH1 DPH2 DPM2 DPM3 DPYD DPYS DPYSL5 DYNC1H1 DYNC1I2 DYNC2H1 DYNC2I1 DYNC2I2 DYRK1A EARS2 EBP ECHS1 EDEM3 EEF1A2 EFNB1 EHMT1 EIF2AK2 EIF2B4 EIF2B5 EIF2S3 EMC1 EML1 EMX2 ENTPD1 EOGT EOMES EP300 EPG5 EPRS1 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ERLIN2 ERMARD ETHE1 EXOC2 EXOC7 EXOC8 EXOSC1 EXOSC2 EXOSC3 EXOSC8 EXOSC9 EXTL3 FA2H FAM111A FAM149B1 FANCB FANCD2 FANCI FAR1 FARS2 FARSA FASTKD2 FAT4 FBP2 FBXL4 FBXO28 FBXO7 FBXW11 FCSK FDFT1 FDXR FGF12 FGF13 FGF8 FGFR1 FGFR2 FGFR3 FGFRL1 FH FIG4 FKRP FKTN FLCN FLI1 FLII FLNA FLVCR2 FOXA2 FOXG1 FOXH1 FOXP2 FRA10AC1 FRMD4A FRMPD4 FTL FZR1 GAA GABBR2 GABRA2 GABRA5 GABRB1 GABRB2 GABRD GABRG2 GAD1 GALC GALNT2 GAS1 GATA3 GATAD2B GBA1 GBA2 GBE1 GCDH GCH1 GDF1 GET4 GFAP GFER GFM1 GFM2 GGT1 GJA1 GJB1 GJC2 GLB1 GLDC GLI2 GLI3 GLRX5 GLUD2 GLUL GLYCTK GM2A GMPPB GNA11 GNAO1 GNAS GNB2 GNPTAB GOLGA2 GON7 GOT2 GPC3 GPC4 GPKOW GPSM2 GPT2 GPX4 GRIA3 GRIA4 GRIK2 GRIN1 GRIN2A GRIN2D GRM7 GRN GSX2 GTF2E2 GTF2H5 GTPBP2 GTPBP3 H1-4 H3-3A HACE1 HCCS HCN1 HDAC4 HECTD4 HECW2 HEPACAM HERC1 HESX1 HHAT HIBCH HIC1 HID1 HIKESHI HIVEP2 HK1 HMGCL HNRNPK HNRNPR HNRNPU HPDL HRAS HS2ST1 HSD17B10 HSD17B4 HSPA9 HSPG2 HTRA1 HTRA2 HTT HUWE1 HYCC1 HYLS1 IBA57 IDH1 IDS IER3IP1 IFIH1 IFT140 IFT27 IFT52 IFT74 IFT80 IGBP1 IGF1R IMPDH2 INPP5E IQSEC2 IREB2 IRF2BPL ISCA2 ISG15 ITGB6 ITPR1 JAM2 JPH3 KANSL1 KARS1 KAT5 KAT6B KAT8 KATNB1 KATNIP KCNA1 KCNA2 KCNAB2 KCNB1 KCNK4 KCNMA1 KCNN2 KCNQ2 KCNT1 KCNT2 KCTD7 KDM1A KDM3B KDM4B KDM5B KIAA0586 KIAA0753 KIDINS220 KIF14 KIF15 KIF1C KIF26A KIF2A KIF5A KIF5C KIF7 KIFBP KMT2A KMT2B KMT2C KMT2E KNL1 KPNA3 KRAS L1CAM L2HGDH LAMA1 LAMA2 LAMB1 LARGE1 LEMD2 LETM1 LHX3 LHX4 LIG3 LIG4 LIPT1 LIPT2 LMBR1 LMBRD2 LMNB1 LMNB2 LMX1B LNPK LONP1 LRP12 LRP2 LRPPRC LRRC32 LRRK2 LSM11 LSS LUZP1 LYRM7 LYSET MACF1 MAF MAG MAN2B1 MAN2C1 MAP1B MAP2K2 MAPK8IP3 MAPKAPK5 MAPRE2 MAPT MAST1 MAST3 MBTPS2 MCM7 MCOLN1 MCPH1 MDH1 MDH2 MECR MED12 MED12L MED23 MED25 MED27 MEF2C METTL5 MFF MFSD2A MICU1 MID1 MINPP1 MKS1 MLC1 MLH1 MMACHC MMP23B MMUT MOCS1 MOCS2 MOGS MORC2 MPDZ MPLKIP MRM2 MRPL12 MRPS16 MRPS22 MRPS25 MSTO1 MT-ATP6 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TK MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TT MT-TV MT-TW MTFMT MTHFR MTHFS MTOR MTRFR MTRR MYL9 MYORG MYT1L NAA10 NACC1 NADK2 NAE1 NAGA NALCN NANS NARS1 NARS2 NAXD NAXE NCAPD3 NDE1 NDUFA2 NDUFA6 NDUFA8 NDUFA9 NDUFAF5 NDUFAF6 NDUFB11 NDUFB7 NDUFC2 NDUFS1 NDUFS4 NECAP1 NEDD4L NEK1 NELFA NEUROD2 NEXMIF NF1 NFIA NFIB NFIX NHLRC2 NKX2-1 NKX6-2 NMNAT1 NODAL NONO NOTCH1 NOTCH3 NOVA2 NPHP1 NR2F1 NR4A2 NRAS NRCAM NRROS NSD1 NSD2 NSRP1 NSUN2 NSUN3 NT5C2 NTN1 NTRK2 NUDT2 NUP188 NUP37 NUP54 NUP62 NUS1 OCA2 OCRL ODC1 OFD1 OGDHL OPA1 OPHN1 OSGEP OSTM1 OTUD5 OTUD6B OTX2 PACS2 PAFAH1B1 PAH PAK1 PANK2 PARS2 PAX6 PC PCGF2 PCLO PCNT PDE10A PDE6D PDE8B PDGFB PDGFRB PDHA1 PDHB PDHX PDP1 PDPN PDSS2 PDYN PEX1 PEX10 PEX16 PEX2 PGAP1 PGAP2 PGAP3 PHC1 PHGDH PI4KA PIBF1 PIEZO2 PIGA PIGB PIGG PIGH PIGL PIGN PIGP PIGQ PIGU PIK3C2A PIK3CA PIK3R2 PITX1 PLA2G6 PLAA PLCB1 PLCH1 PLEKHG2 PLK4 PLP1 PLPBP PLXNA1 PMS2 PNKP PNPT1 POGZ POLG POLG2 POLR1C POLR2A POLR3A POLR3B POLR3GL POLR3K POLRMT POMGNT1 POMGNT2 POMK POMT1 POMT2 PORCN POU1F1 POU3F3 PPFIBP1 PPIL1 PPP1R12A PPP1R15B PPP1R21 PPP2CA PPP2R1A PPP2R3C PPP2R5D PPP3CA PRDM16 PRF1 PRKCZ PRKDC PRKN PRMT7 PRNP PROKR2 PROP1 PRORP PRPS1 PRR12 PRRX1 PRUNE1 PSAP PSAT1 PSEN1 PSMB8 PSMG2 PTCH1 PTDSS1 PTEN PTPN23 PUF60 PUS3 PYCR1 PYCR2 QARS1 RAB11B RAB18 RAB23 RAB39B RAB3GAP1 RAB3GAP2 RAC1 RAC3 RAD51 RAI1 RALGAPA1 RANBP2 RARS1 RB1 RBL2 RBM10 RBPJ RECQL4 RELN REPS1 RERE RFT1 RFWD3 RHOBTB2 RIN2 RMND1 RNASEH2A RNASEH2B RNASEH2C RNASET2 RNF113A RNF13 RNF168 RNF220 RNU12 RNU4ATAC RNU7-1 ROBO1 RORA RPGRIP1 RPGRIP1L RPL10 RPS6KA3 RRM2B RSPO2 RSPRY1 RTTN RUSC2 RXYLT1 SACS SALL1 SAMD9L SAMHD1 SARS1 SASS6 SATB2 SCN1A SCN1B SCN2A SCN3A SCN8A SCO2 SCYL2 SDHB SEC31A SELENOI SEPSECS SETBP1 SETD2 SF3B2 SH3PXD2B SHANK3 SHH SHMT2 SHOC2 SIK1 SIN3A SIN3B SIX3 SIX6 SKI SLC12A2 SLC12A5 SLC12A6 SLC13A3 SLC13A5 SLC18A3 SLC19A3 SLC1A2 SLC1A4 SLC20A2 SLC25A1 SLC25A10 SLC25A15 SLC25A19 SLC25A22 SLC25A24 SLC25A4 SLC25A46 SLC2A1 SLC2A3 SLC30A10 SLC30A9 SLC32A1 SLC35A2 SLC35B2 SLC38A3 SLC39A14 SLC44A1 SLC46A1 SLC5A6 SLC6A8 SLC6A9 SLC9A6 SLITRK2 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMG8 SMG9 SMO SNAP29 SNCA SNCAIP SNIP1 SNORD118 SNX14 SON SOX10 SOX11 SOX2 SOX3 SOX4 SPATA5 SPATA5L1 SPEN SPG11 SPG21 SPG7 SPTAN1 SPTBN4 SQSTM1 SRPX2 SSR4 STAG2 STAMBP STAT2 STIL STRADA STUB1 STX11 STXBP1 STXBP2 SUCLA2 SUCLG1 SUFU SUGCT SUMF1 SUOX SUPT16H SUZ12 SVBP SYNE1 SYNGAP1 SYNJ1 SYT1 SYT2 SZT2 TACO1 TAF1 TAF13 TAF2 TAF8 TARS1 TARS2 TBC1D20 TBC1D23 TBC1D24 TBC1D7 TBCD TBCE TBCK TBP TCF12 TCF4 TCTN1 TCTN2 TCTN3 TDGF1 TECPR2 TET3 TGFB1 TGIF1 THOC2 THOC6 THUMPD1 TIAM1 TIMM50 TIMM8A TK2 TM4SF20 TMCO1 TMEM106B TMEM107 TMEM138 TMEM147 TMEM165 TMEM216 TMEM218 TMEM222 TMEM231 TMEM237 TMEM260 TMEM67 TMEM70 TMTC3 TMX2 TNR TOE1 TOGARAM1 TOPORS TP73 TPRKB TRAK1 TRAPPC10 TRAPPC11 TRAPPC12 TRAPPC14 TRAPPC6B TRAPPC9 TREM2 TREX1 TRIM8 TRIP13 TRMT1 TRMT10A TRPM3 TRRAP TSC1 TSC2 TSEN15 TSEN2 TSEN34 TSEN54 TTC5 TTI2 TUBA1A TUBA8 TUBB TUBB2A TUBB2B TUBB3 TUBG1 TUBGCP2 TWNK TXNDC15 TYMP TYROBP UBA1 UBA5 UBE2A UBE3A UBE3B UBE3C UBE4B UBTF UFC1 UGP2 UNC13D UNC80 UPF3B UQCC3 USP7 USP8 USP9X VAC14 VAMP2 VANGL2 VARS1 VARS2 VAX1 VCP VPS11 VPS13A VPS13B VPS13D VPS16 VPS41 VPS4A VPS50 VPS51 VPS53 VRK1 VWA3B WAC WARS1 WARS2 WDR26 WDR35 WDR4 WDR45 WDR45B WDR62 WDR73 WDR81 WLS WNT3 WT1 WWOX XPR1 YARS1 YIF1B YWHAE YWHAG YY1 ZBTB18 ZBTB20 ZDHHC9 ZEB2 ZFR ZFYVE26 ZIC1 ZIC2 ZMIZ1 ZNF148 ZNF335 ZNF423 ZNF462 ZNF526 ZNF699 ZNHIT3 ZSWIM6 HP_ABNORMAL_CEREBRAL_VASCULAR_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CEREBRAL_VASCULAR_MORPHOLOGY ABCC6 ABCG5 ABCG8 ACAD9 ACTA1 ACTA2 ACTB ACTC1 ACTG1 ACVRL1 ADA2 ADAMTS13 ADAR AGXT AIRE AKT1 ALDH18A1 ALG2 ALG5 ALG9 ALOX5AP ALPL ALX4 AMACR ANGPTL6 ANTXR1 APOB APP ASS1 ASXL2 ATP2B1 ATP7A ATRX B3GALT6 BAP1 BAZ1B BCL7B BGN BICC1 BICD2 BRAF BRCC3 BUD23 CACNA1D CALR CBS CCDC8 CCM2 CCND1 CD109 CD46 CDH23 CFH CFI CHMP2B CITED2 CLCN2 CLCN3 CLIP2 COL1A1 COL3A1 COL4A1 COL4A2 COL5A1 COL5A2 COLGALT1 CPS1 CPT2 CST3 CUL7 CYP11B1 CYP11B2 CYP26C1 DCX DHPS DIAPH1 DLST DNAJB11 DNAJC30 DNM2 DNMT3A DOCK8 DPAGT1 DPM3 DYRK1B EDN1 EIF4H ELN ENG ENPP1 EPAS1 EPHB4 EPOR ERCC6 ERCC8 EXT2 F10 F13A1 F13B F2 F5 F7 F8 FARSB FBN1 FCGR2C FGA FGB FGG FH FHOD3 FKBP6 FLNA FLNC FN1 FOXE3 GAA GANAB GATA2 GATA4 GATA6 GBA1 GCDH GDF2 GGCX GLA GNAI3 GNAQ GNB2 GP1BA GP1BB GRN GTF2I GTF2IRD1 GTF2IRD2 GUCY1A1 GYS1 H3-3A H4C9 HADHB HBB HELLPAR HES7 HEY2 HSD11B2 HTRA1 IFIH1 IFT140 IKBKG IL6 IPO8 ITGA2 ITGA2B ITGB3 IVD JAG1 JAK2 KANSL1 KCNJ5 KIF1B KIF20A KMT5B KRAS KRIT1 LDLR LDLRAP1 LIG3 LIMK1 LMAN1 LMBRD1 LMNA LMOD2 LOX LRPPRC LSM11 MAPT MARS2 MAT2A MAX MCCC1 MCCC2 MCFD2 MDH2 MECP2 METTL27 MFAP5 MLXIPL MMACHC MMUT MPL MSX2 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TC MT-TF MT-TH MT-TK MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTHFR MYBPC3 MYD88 MYH11 MYH6 MYLK MYPN NAGA NAGS NCF1 NDE1 NDUFA8 NF1 NF2 NFIA NGLY1 NKX2-5 NOS3 NOTCH3 NPPA NR3C1 OBSL1 ODC1 OTC PAFAH1B1 PCCA PCCB PCNT PCSK9 PDCD10 PDE11A PDGFB PDGFRB PET100 PIGA PIK3C2A PIK3CA PKD1 PKD2 PLCB4 PLIN1 PLOD3 PLXNA1 PMM2 PNP POLR3F PRKAR1A PRKCH PRKCSH PRKG1 PRNP PROC PROS1 PSEN1 PTEN RASA1 RBM10 RET RFC2 RFT1 RIN2 RNASEH2A RNASEH2B RNASEH2C RNF168 RNF213 RNU7-1 RPL10 SAMD9 SAMHD1 SCN5A SDHA SDHAF2 SDHB SDHC SDHD SERPINE1 SERPINF2 SH2B3 SIAH1 SIN3A SLC19A2 SLC20A2 SLC25A11 SLC2A10 SMAD2 SMAD3 SMAD4 SMARCAL1 SMARCB1 SMARCE1 SMO SNAP29 SNORD118 SON SPARC SPTBN1 STAT1 STAT2 STIM1 STT3A STX1A SUFU TANGO2 TBL2 TBX20 TERT TET2 TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 THPO THSD1 THSD4 TLL1 TMEM106B TMEM127 TMEM237 TMEM270 TNNI3 TNNT2 TNXB TOM1 TONSL TP53 TPP2 TRAF7 TREM2 TREX1 TRPV6 TTR USP18 USP48 USP8 VCP VHL VPS37D WAS WFS1 WIPF1 WRN XYLT1 XYLT2 ZAP70 ZMPSTE24 ZSWIM6 HP_ABNORMAL_CEREBRAL_VEIN_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CEREBRAL_VEIN_MORPHOLOGY ALX4 EDN1 EPHB4 GNAI3 MSX2 PLCB4 RASA1 HP_ABNORMAL_CEREBRAL_VENTRICLE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CEREBRAL_VENTRICLE_MORPHOLOGY AARS1 AARS2 ABCD1 ACD ACP5 ACTA2 ACTB ACTG1 ADAR ADAT3 ADGRG1 ADNP AFF3 AHCY AHI1 AKT1 AKT3 ALDH6A1 ALDH7A1 ALG12 ALG13 ALG2 ALG3 ALG8 ALPK3 AMER1 AMPD2 ANKLE2 ANKRD11 ANTXR1 AP1S2 AP4B1 AP4E1 AP4M1 APC2 ARHGAP31 ARID1A ARID1B ARID2 ARL13B ARL3 ARMC9 ARSB ARSI ARVCF ARX ASNS ASPM ASXL1 ASXL2 ASXL3 ATP11A ATP1A1 ATP1A3 ATP6AP2 ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 ATXN1 ATXN2 ATXN3 B3GALNT2 B3GALT6 B3GAT3 B3GLCT B4GALT1 B4GAT1 B9D1 B9D2 BAP1 BCAP31 BCOR BGN BICD2 BICRA BLTP1 BMP2 BMP4 BRAF BRCA1 BRCA2 BRD4 BRF1 BRIP1 BUB1 BUB1B BUB3 C12orf57 C2CD3 CARS1 CASK CASZ1 CBY1 CC2D2A CCDC103 CCDC174 CCDC22 CCDC39 CCDC40 CCDC65 CCDC88A CCDC88C CCL2 CCND2 CCNO CDC40 CDC42 CDC42BPB CDCA7 CDK5RAP2 CDK6 CDKN1C CDKN2A CDON CELF2 CENPE CENPF CENPJ CEP104 CEP120 CEP135 CEP152 CEP290 CEP41 CEP57 CEP63 CEP83 CFAP221 CFAP298 CFAP300 CFAP43 CFAP74 CHD3 CHD4 CHD7 CHEK2 CHST14 CHST3 CILK1 CIT CLCN3 CLCN4 CLCN7 CLIC2 CLP1 CLTC COASY COG1 COG4 COG5 COG6 COG8 COL18A1 COL3A1 COL4A1 COL4A2 COMT COPB2 COX16 COX20 COX6B1 COX7B COX8A CPLANE1 CPLX1 CPT2 CRB2 CREBBP CRPPA CRTAP CSF1R CSGALNACT1 CSPP1 CTBP1 CTCF CTDP1 CTNNA2 CTNNB1 CTSC CTSF CUL4B CUX1 CYFIP2 CYP26C1 D2HGDH DAG1 DCC DCHS1 DCX DDX3X DEAF1 DENND5A DHCR24 DHCR7 DHX30 DHX37 DIAPH1 DISC1 DISP1 DKC1 DLL1 DLL4 DMPK DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAL1 DNM1 DNMT1 DNMT3A DNMT3B DOCK6 DOHH DOK7 DONSON DPF2 DPH1 DPH2 DPM1 DPYSL5 DRC1 DSE DTYMK DYNC2H1 DYNC2I1 DYNC2I2 DYRK1A EBP EHMT1 EIF2B4 EIF2B5 EIF2S3 EMG1 EML1 EOGT EOMES EP300 EPHB4 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ERF ERMARD ESCO2 EVC EVC2 EXOC2 EXOC8 EXT1 EXTL3 EZH2 FAM111A FAM20C FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAR1 FARS2 FAT4 FBN1 FBP1 FBXL4 FBXO28 FBXW11 FGF8 FGFR1 FGFR2 FGFR3 FGFRL1 FH FIG4 FKRP FKTN FLI1 FLII FLNA FLVCR2 FOXF1 FOXH1 FOXJ1 FOXP3 FOXRED1 FRA10AC1 FRAS1 FTO FUZ GABBR2 GABRD GALC GAN GAS1 GAS2L2 GAS8 GBA1 GCDH GET4 GFAP GFM2 GJB2 GJB6 GLB1 GLI2 GLI3 GLUL GMPPB GNAO1 GNAQ GNAS GNB2 GON7 GOSR2 GP1BB GPC3 GPC4 GPSM2 GRIA3 GRIK2 GRIN1 GRIP1 GRM1 GRN GTF2E2 GTF2H5 GTPBP2 GUSB H1-4 H3-3A H4C9 HBA1 HBA2 HCCS HDAC4 HDAC6 HDAC8 HECW2 HELLS HEPACAM HERC1 HERC2 HES7 HIBCH HIRA HK1 HNRNPH1 HNRNPK HNRNPU HRAS HS6ST2 HSD17B4 HSPG2 HTRA2 HTT HUWE1 HYDIN HYLS1 IARS2 IBA57 IDH1 IDS IDUA IFIH1 IFNG IFT140 IFT172 IFT43 IFT74 IFT80 IGF2 INPP5E INTU IQSEC2 IRF4 ISCA1 ITPR1 JAM2 JAM3 JMJD1C KANK1 KANSL1 KAT6B KAT8 KATNB1 KATNIP KCNAB2 KCNJ6 KCNK4 KCNN2 KCNQ1 KCNQ1OT1 KCTD1 KDM1A KDM4B KDM6A KIAA0586 KIAA0753 KIDINS220 KIF14 KIF1A KIF21A KIF26A KIF5A KIF7 KIFBP KLHL15 KMT2C KMT2D KMT5B KNL1 KNSTRN KPNA3 KPTN KRAS KRT14 KRT5 L1CAM LAGE3 LAMA1 LAMB1 LARGE1 LETM1 LIG4 LIPT1 LIPT2 LMBR1 LMNB1 LMNB2 LONP1 LRRC32 LRRC56 LSM11 LUZP1 MAB21L1 MAD2L2 MAF MAG MAGEL2 MAN2B1 MAN2C1 MAP2K1 MAP2K2 MAPKAPK5 MAPRE2 MARS2 MAST1 MBTPS2 MC1R MCIDAS MCM7 MCPH1 MDM2 MED12 MED25 MEF2C METTL5 MFN2 MFSD2A MID1 MINPP1 MKRN3 MKS1 MMACHC MMP23B MOCS1 MOCS2 MPDU1 MPDZ MPLKIP MRE11 MRPS16 MSL3 MT-ATP6 MT-CYB MTHFR MTHFS MTM1 MTOR MTRR MUSK MYMK MYMX MYOD1 MYORG MYT1L NAA10 NADK2 NAE1 NANS NAXD NAXE NCAPD3 NCAPG2 NDE1 NDN NDST1 NDUFA6 NDUFA8 NDUFB11 NDUFS2 NDUFS8 NEDD4L NEK1 NEK10 NEU1 NEXMIF NF1 NF2 NFIA NFIB NFIX NGLY1 NHLRC2 NIPA1 NIPA2 NIPBL NKX3-2 NME5 NME8 NODAL NOTCH1 NOTCH2 NOTCH2NLC NOTCH3 NPAP1 NPHP1 NPHP3 NRAS NRCAM NSD1 NSD2 NSUN2 NUP107 NUP133 NUP188 NUP37 NUP88 OCA2 OCLN OCRL ODAD1 ODAD2 ODAD3 ODAD4 ODC1 OFD1 OGDH OGDHL OPHN1 OSGEP OSTM1 OTUD5 OTUD6B P4HB PAFAH1B1 PAK2 PAK3 PALB2 PARN PAX6 PCDH19 PCNT PDE2A PDE6D PDGFB PDGFRB PDHA1 PDHB PDHX PDPN PEX1 PEX10 PEX19 PEX2 PGAP1 PGAP2 PGAP3 PHACTR1 PHC1 PHGDH PI4KA PIBF1 PIEZO2 PIGA PIGB PIGG PIGN PIGO PIGQ PIGU PIGV PIK3CA PIK3CD PIK3R2 PLAA PLCH1 PLG PLOD3 PLPBP PLXNA1 PMM2 PMPCA PNKP POLR2A POLR3A POLRMT POMGNT1 POMGNT2 POMK POMT1 POMT2 POR PORCN PPFIBP1 PPIL1 PPP1CB PPP1R12A PPP1R21 PPP2CA PPP2R1A PPP2R5D PRDM16 PRDX1 PRKAG2 PRKAR1A PRKCZ PRNP PSAP PSAT1 PTCH1 PTCH2 PTDSS1 PTEN PTPN23 PUF60 PUS3 PUS7 PWAR1 PWRN1 PYCR1 PYCR2 QARS1 RAB11B RAB18 RAB3GAP1 RAB3GAP2 RAC1 RAC3 RAD21 RAD51 RAD51C RAI1 RAPSN RASA1 RBPJ RECQL4 RERE RFWD3 RHOBTB2 RNASEH2A RNASEH2B RNASEH2C RNASET2 RNF113A RNF125 RNF213 RNU12 RNU4ATAC RNU7-1 ROBO1 ROGDI RPGR RPGRIP1 RPGRIP1L RPS6KA3 RRAS2 RREB1 RSPH1 RSPH3 RSPH4A RSPH9 RSPO2 RTEL1 RTTN RXYLT1 SALL1 SAMD9 SAMHD1 SARS1 SASS6 SATB1 SCN4A SCO2 SEC24C SEC24D SEC31A SEMA3E SEPSECS SETBP1 SETD2 SF3B2 SF3B4 SH2B1 SHANK3 SHH SHMT2 SHOC2 SHPK SHQ1 SIK3 SIM1 SIN3A SIN3B SIX3 SKI SLC12A6 SLC13A5 SLC17A5 SLC18A3 SLC20A2 SLC25A1 SLC25A19 SLC25A24 SLC29A3 SLC2A1 SLC31A1 SLC35A2 SLC39A8 SLC6A9 SLC9A6 SLITRK2 SLX4 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMG9 SMO SMOC1 SNIP1 SNORD115-1 SNORD116-1 SNRPN SNX10 SON SOX11 SOX2 SOX4 SOX9 SPAG1 SPATA5L1 SPEF2 SPEN SPG11 SPRED2 SPTBN1 STAC3 STAG2 STIL STK36 STRADA SUCLA2 SUFU SUMF1 TAF1 TAF13 TAF2 TAF8 TAOK1 TAPT1 TARS1 TBC1D24 TBC1D2B TBC1D7 TBCD TBCE TBCK TBL1XR1 TBX1 TBX15 TBXT TCF4 TCIRG1 TCTN1 TCTN2 TCTN3 TDGF1 TERT TET3 TGDS TGFBR1 TGFBR2 TGIF1 THOC2 THOC6 TIMMDC1 TINF2 TMCO1 TMEM107 TMEM138 TMEM147 TMEM216 TMEM218 TMEM222 TMEM231 TMEM237 TMEM67 TMTC3 TMX2 TNFRSF11A TNFSF11 TNNI3 TNPO2 TOE1 TOGARAM1 TP53 TP53RK TPRKB TRAF7 TRAIP TRAPPC10 TRAPPC12 TRAPPC14 TRAPPC6B TREM2 TREX1 TRIM37 TRIM71 TRIP13 TRMT1 TRNT1 TRPM3 TRPS1 TRPV4 TRPV6 TRRAP TSC1 TSC2 TSEN15 TSEN2 TSEN34 TSEN54 TSFM TTC12 TTC26 TTC5 TUBA1A TUBA8 TUBB TUBB2A TUBB2B TUBB3 TUBG1 TUBGCP2 TXN2 TXNDC15 TYROBP UBE2T UBE3B UBE4B UBTF UFD1 UGDH UNC45A USP18 USP7 USP9X VAC14 VANGL1 VANGL2 VPS11 VPS13A VPS33A VPS35L VPS37A VPS51 VPS53 VRK1 VSX1 WAC WARS1 WARS2 WASF1 WASHC5 WDR26 WDR35 WDR4 WDR45B WDR62 WDR73 WDR81 WLS WNT3 XPR1 XRCC2 XRCC4 YARS1 YIPF5 YME1L1 YRDC YWHAE YY1 ZBTB11 ZBTB18 ZBTB20 ZBTB24 ZC4H2 ZEB2 ZIC1 ZIC2 ZIC3 ZMIZ1 ZMYND10 ZNF148 ZNF292 ZNF335 ZNF423 ZNF462 ZNF699 ZNHIT3 ZPR1 ZSWIM6 HP_ABNORMAL_CEREBROSPINAL_FLUID_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CEREBROSPINAL_FLUID_MORPHOLOGY AASS ABHD5 ADAR ADK AHI1 AIFM1 AKT1 AKT3 ALDH4A1 ALDH5A1 ALDH7A1 ALG13 AMER1 AMT AP1S2 ARHGAP31 ARL13B ARL3 ARMC9 ARSA ARSB ARVCF ASL ASPA ATP1A2 ATP5PO ATPAF2 B3GALNT2 B3GALT6 B3GAT3 B3GLCT B4GALT1 B4GAT1 B9D1 B9D2 BAP1 BCAT2 BICD2 BICRA BLTP1 BOLA3 BRAF BRCA1 BRCA2 BRIP1 BTNL2 BUB1B CACNA1A CBY1 CC2D2A CCDC103 CCDC22 CCDC39 CCDC40 CCDC65 CCDC88C CCL2 CCND2 CCNO CD59 CDC40 CDC42BPB CDCA7 CDON CEBPE CENPF CEP104 CEP120 CEP290 CEP41 CEP83 CFAP221 CFAP298 CFAP300 CFAP43 CFAP74 CHST3 CILK1 CLCN3 CLCN7 CLIC2 CLPB COA8 COG6 COL18A1 COL4A1 COMT COPB2 COQ8A COX10 COX11 COX14 COX20 COX4I1 COX6B1 COX7B COX8A CPLANE1 CPLX1 CPT1C CPT2 CRB2 CRPPA CRTAP CSF1R CSPP1 CTBP1 CTNNA2 CTNNB1 CYP26C1 DAG1 DARS2 DCC DDC DENND5A DHCR24 DHCR7 DHFR DISP1 DLAT DLD DLL1 DLL4 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAL1 DNM1L DNMT1 DNMT3B DOCK6 DPH1 DPH2 DPYSL5 DRC1 EBP ECHS1 EGR2 EML1 EOGT EPHB4 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ERF ESCO2 EXOSC2 FAM111A FAM20C FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FARS2 FBN1 FGF8 FGFR1 FGFR2 FGFR3 FGFRL1 FIG4 FKRP FKTN FLNA FLVCR2 FOXH1 FOXJ1 FOXRED1 FRAS1 FTL FTO FUZ GALC GAS1 GAS2L2 GAS8 GBA1 GBE1 GCDH GCH1 GFAP GFM1 GFM2 GLI2 GLI3 GLUL GLYCTK GMPPB GNAQ GP1BB GPC3 GPC4 GPSM2 GRIK2 GRIP1 GUSB H4C9 HBA1 HBA2 HCCS HDAC6 HELLS HERC1 HES7 HIRA HLA-DQB1 HLA-DRB1 HNRNPU HPDL HRAS HSD17B10 HSPG2 HTRA2 HYDIN HYLS1 IARS2 IBA57 IDS IDUA IFIH1 IFNG IFT172 IFT43 IFT74 IGHG2 IGKC IMPDH2 INPP5E IRF3 IRF4 JMJD1C KANSL1 KARS1 KATNIP KDM4B KDM6A KIAA0586 KIAA0753 KIF1A KIF26A KIF7 KMT2D KPNA3 KRAS L1CAM LAMB1 LARGE1 LETM1 LIG3 LIG4 LMBR1 LMNB1 LMNB2 LONP1 LRPPRC LRRC56 LSM11 LYRM4 LYRM7 MAD2L2 MADD MAF MAN2B1 MAP2K1 MAP2K2 MBTPS2 MC1R MCIDAS MDH2 MECP2 MED12 MFN2 MICU1 MKS1 MMACHC MPDZ MPV17 MPZ MRPS34 MT-ATP6 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TK MT-TL1 MT-TN MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTFMT MTHFR MTM1 MTRR MUSK MYT1L NADK2 NARS2 NAXE NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA4 NDUFA6 NDUFA8 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB8 NDUFB9 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NEK10 NEU1 NF1 NF2 NFIX NFU1 NGLY1 NKX3-2 NME5 NME8 NODAL NOTCH1 NOTCH2 NOTCH2NLC NOTCH3 NPHP1 NR4A2 NRAS NRCAM NSD2 NSUN2 NUBPL NUP214 OCLN ODAD1 ODAD2 ODAD3 ODAD4 OFD1 OGDH OSTM1 P4HB PAK2 PAK3 PALB2 PDE6D PDGFB PDHA1 PDHX PET100 PET117 PEX19 PEX7 PHYH PIBF1 PIEZO2 PIGU PIGV PIK3CA PIK3R2 PLCH1 PLG PMP22 PNPLA8 PNPO PNPT1 POLG POLR3A POMGNT1 POMGNT2 POMK POMT1 POMT2 POR PORCN PPIL1 PPP1CB PPP1R21 PPP2R1A PPP2R5D PRDX1 PRF1 PRKAG2 PRKAR1A PRNP PRRT2 PRX PSAP PSAT1 PTCH1 PTCH2 PTDSS1 PTEN PTS PYCR1 RAC3 RAD51 RAD51C RANBP2 RARS2 RASA1 RBPJ RECQL4 RFWD3 RMND1 RNASEH2A RNASEH2B RNASEH2C RNF125 RNU4ATAC RNU7-1 ROBO1 ROGDI RPGR RPGRIP1 RPGRIP1L RPIA RREB1 RRM2B RSPH1 RSPH3 RSPH4A RSPH9 RSPO2 RTN2 RXYLT1 SALL1 SAMD9 SAMHD1 SCN1A SCN4A SCO2 SEC24C SEC24D SETD2 SF3B2 SF3B4 SHH SHOC2 SIK3 SIX3 SKI SLC12A2 SLC12A6 SLC13A3 SLC13A5 SLC17A5 SLC25A19 SLC25A24 SLC25A4 SLC29A3 SLC2A1 SLC31A1 SLC33A1 SLC39A8 SLC6A3 SLX4 SMARCB1 SMARCC1 SMARCE1 SMC1A SMO SMOC1 SNX10 SOX2 SOX9 SPAG1 SPEF2 SPTBN1 STAG2 STAMBP STAT2 STIL STK36 STX11 STXBP2 SUCLA2 SUCLG1 SUFU SUMF1 SURF1 TAF2 TAOK1 TBC1D7 TBCK TBK1 TBX1 TBX15 TBXT TCIRG1 TCTN1 TCTN2 TCTN3 TDGF1 TERT TET3 TGFBR1 TGFBR2 TGIF1 TH TICAM1 TIMM50 TIMMDC1 TK2 TLR3 TMEM107 TMEM126B TMEM138 TMEM216 TMEM218 TMEM222 TMEM231 TMEM237 TMEM67 TNFRSF11A TNFSF11 TOE1 TOGARAM1 TP53 TPK1 TRAF3 TRAF7 TRAPPC12 TREM2 TREX1 TRIM71 TRMT1 TRMT10C TRNT1 TRPV4 TRPV6 TSC1 TSC2 TSEN15 TSPOAP1 TTC12 TTC26 TTR TUBB3 TXN2 TXNDC15 TYMP TYROBP UBAP1 UBE2T UFD1 UNC13D UNC45A UNC93B1 UQCC2 UQCC3 USP7 VAC14 VAMP1 VANGL1 VANGL2 VPS33A VPS35L VSX1 WASHC5 WDR81 WNT3 XRCC2 ZBTB20 ZBTB24 ZIC2 ZIC3 ZMYND10 ZNF423 ZNHIT3 ZPR1 HP_ABNORMAL_CERVICAL_CURVATURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CERVICAL_CURVATURE ARSL CHRNA1 CHRND CHRNG CHST14 DSE FLNB GZF1 HSPG2 RIPPLY2 SLC26A2 SOX9 HP_ABNORMAL_CERVICAL_SPINE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CERVICAL_SPINE_MORPHOLOGY ARSL CHRNA1 CHRND CHRNG CHST14 DHX37 DSE EBP FLNB FUCA1 GLE1 GZF1 HSPG2 HTRA1 POGZ POLR3A RIPPLY2 SLC26A2 SLC35B2 SOX9 TRPV4 HP_ABNORMAL_CHEEK_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CHEEK_MORPHOLOGY ACTB ACTG1 AEBP1 AFF4 AGL AIP ALX1 ALX3 ANK1 ANKRD11 ARID1B ASXL1 ATP6V0A2 ATP7A AUTS2 B3GLCT B9D1 B9D2 BCOR BICRA BMP2 BRAF BRF1 CAV1 CC2D2A CCDC22 CCDC88A CDC42BPB CDK5 CEP290 CHD7 CHN1 CITED2 CLCF1 CLCN3 COL2A1 CPE CPLX1 CREBBP CRLF1 CSPP1 CTBP1 CTNND2 CYP26C1 DACT1 DDB1 DDX3X DICER1 DLK1 DPM1 DPYD DPYSL5 DTYMK EDN1 EDNRA EEF1A2 EFEMP2 EFTUD2 EIF2AK3 EIF2S3 ELMO2 ELN EP300 EXT2 EXTL3 EYA1 FAT4 FBLN5 FBN1 FGF3 FGFR1 FGFR2 FGFRL1 FLNA FLNB FLT4 FN1 GATA4 GATA5 GATA6 GDF1 GJA5 GNAI3 GNAS GNB2 GPC3 GPC4 GPR101 GSC H1-4 H4C3 H4C5 H4C9 HEATR3 HK1 HNRNPK HNRNPU HRAS HSPG2 IARS1 IDS IDUA IER3IP1 IFT122 IFT140 IFT52 INTS1 IRX5 JAG1 KAT6A KAT6B KCNH1 KCNJ2 KDM6A KDM6B KDR KIDINS220 KIF11 KIF1A KIF7 KLHL7 KMT2B KMT2D KMT2E KRAS LARS1 LETM1 LIFR LMNA LMX1B LRP1 LRP5 LTBP1 LTBP3 MAFB MAP2K1 MAP2K2 MAP3K7 MAPK8IP3 MED12 MED13L MEG3 MID1 MITF MKS1 MLXIPL MOCS1 MOCS2 MSL3 MTHFS NAA10 NALCN NEK9 NGLY1 NKX2-5 NKX2-6 NOTCH2 NPHP3 NRAS NSD2 OCRL ODC1 PAX1 PCLO PCNT PIGB PIGN PIGQ PIGS PIK3CA PLCB4 POLR1B POLR1C POLR1D PPP1CB PPP1R15B PRMT7 PSMC3 PSPH PUF60 PURA PYCR1 RAB23 RPGRIP1 RPGRIP1L RTL1 SALL1 SALL4 SC5D SEMA3E SEMA5A SETD1A SETD1B SF3B2 SF3B4 SH3BP2 SH3PXD2B SHANK3 SIM1 SIX1 SIX5 SLC26A2 SLC29A3 SLC35A2 SLC37A4 SMARCA2 SNRPN SNX14 SON SOX11 SPECC1L SPTBN1 STAG2 STX16 STXBP1 SVBP SYK TAFAZZIN TASP1 TBCE TBL1XR1 TBX1 TCF4 TCOF1 TCTN1 TCTN2 TCTN3 TECPR2 TFAP2A TFE3 TGDS TMEM107 TMEM216 TMEM231 TMEM237 TMEM260 TMEM67 TRMT10A TRPM3 TUBB4A TXNDC15 TXNL4A UBE2A UBE3B UFC1 VPS13B VPS33A VPS35L WAC WASHC5 WBP11 WDR19 WDR26 WDR35 WLS XYLT2 YARS1 ZFPM2 ZNF462 ZNF668 ZNHIT3 ZPR1 HP_ABNORMAL_CHORIORETINAL_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CHORIORETINAL_MORPHOLOGY ABCB6 ACTB ACVRL1 ADAMTS18 AKT1 B3GALNT2 B4GAT1 B9D1 B9D2 BCOR BEST1 BMP4 C12orf57 C1QTNF5 CASK CC2D2A CCDC22 CEP290 CFH CFI CHD7 CHM CHN1 CLCN2 CLDN19 COL18A1 COL4A1 COL8A2 COX7B CRB1 CRPPA CRX CSPP1 CTNNB1 CYP4V2 DACT1 DAG1 DCT DHX16 DPP6 DPYSL5 EFEMP1 EYS FKRP FKTN FSCN2 FZD4 GDF3 GRHL2 GUCA1A GUCY2D GZF1 HADHA HCCS HHAT HLA-A HLA-DRB1 HMGB3 HMX1 IFNG IKBKG INPP5E JAG1 KIF11 KRAS LARGE1 LCA5 LRAT LRP5 MAFB MAGEL2 MICOS13 MKS1 MPDZ MT-TE MT-TK MT-TL1 NAA10 NDE1 NDP NDUFB11 NRL OAT OCRL OVOL2 PAX2 PAX6 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PIGL PNPLA6 POMGNT1 POMGNT2 POMK POMT1 POMT2 PORCN POU3F4 PRPH2 PTEN RBP4 RERE RNU7-1 ROM1 RP2 RPE65 RPGRIP1 RPGRIP1L RXYLT1 SAG SALL1 SALL4 SEMA3E SHH SIM1 SIX3 SIX6 SLC25A15 SPATA7 SPTBN1 TBX22 TCTN1 TCTN2 TCTN3 TEAD1 TIMP3 TMEM107 TMEM138 TMEM216 TMEM231 TMEM237 TMEM67 TSC1 TSC2 TSPAN12 TUBGCP4 TUBGCP6 TXNDC15 UBE3B VCAN VPS13B VPS33A VPS35L VSX1 WAC WASHC5 WT1 YAP1 ZEB1 ZEB2 ZNF408 ZNF423 ZNF668 HP_ABNORMAL_CHOROID_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CHOROID_MORPHOLOGY ABCA4 ABCB6 ABCC6 ACTB ACVRL1 ADAMTS18 AGXT AKT1 ALDH1A3 APOE B3GALNT2 B4GAT1 B9D1 B9D2 BCOR BEST1 BMP4 C12orf57 C1QTNF5 CASK CC2D2A CCDC22 CCM2 CEP290 CFH CFHR1 CFHR3 CFI CHD7 CHM CHN1 CLCN2 CLCNKB CLDN19 CLEC3B CNGB3 COL18A1 COL4A1 COL8A2 COX7B CRB1 CRPPA CRX CSPP1 CTNNB1 CYP4V2 DACT1 DAG1 DCT DHX16 DPP6 DPYSL5 EFEMP1 ELOVL4 ENPP1 EPHA2 EYS FBLN1 FBLN5 FBN2 FKRP FKTN FSCN2 FZD4 GDF3 GNAQ GRHL2 GUCA1A GUCY2D GZF1 HADHA HCCS HHAT HLA-A HLA-DRB1 HMCN1 HMGB3 HMX1 IFNG IKBKG IMPG1 IMPG2 INPP5E JAG1 KIF11 KRAS KRIT1 LARGE1 LCA5 LRAT LRP5 MAFB MAGEL2 MAPKAPK3 MFRP MICOS13 MKS1 MPDZ MT-TE MT-TK MT-TL1 NAA10 NDE1 NDP NDUFB11 NF1 NOD2 NRL OAT OCRL OTX2 OVOL2 PAX2 PAX6 PDCD10 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PIGL PIK3CA PNPLA6 POMGNT1 POMGNT2 POMK POMT1 POMT2 PORCN POU3F4 PROM1 PRPH2 PRSS56 PTEN RAX RBP4 RERE RLBP1 RNU7-1 ROM1 RP2 RPE65 RPGRIP1 RPGRIP1L RXYLT1 SAG SALL1 SALL4 SEMA3E SHH SIM1 SIX3 SIX6 SLC25A15 SOX2 SPATA7 SPTBN1 TBX22 TCTN1 TCTN2 TCTN3 TEAD1 TIMP3 TMEM107 TMEM138 TMEM216 TMEM231 TMEM237 TMEM67 TMEM98 TSC1 TSC2 TSPAN12 TUBGCP4 TUBGCP6 TXNDC15 UBE3B VCAN VPS13B VPS33A VPS35L VSX1 WAC WASHC5 WT1 XYLT1 XYLT2 YAP1 ZEB1 ZEB2 ZNF408 ZNF423 ZNF668 HP_ABNORMAL_CHOROID_PLEXUS_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CHOROID_PLEXUS_MORPHOLOGY CDKN2A CHEK2 CTSC EXOC8 FH FOXF1 GNAS IFT43 MDM2 NEDD4L NPHP3 NRAS PHGDH SETBP1 SMARCB1 TP53 ZBTB18 ZSWIM6 HP_ABNORMAL_CILIARY_BODY_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CILIARY_BODY_MORPHOLOGY BAP1 CYSLTR2 GNA11 GNAQ LAMB2 SF3B1 HP_ABNORMAL_CIRCLE_OF_WILLIS_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCLE_OF_WILLIS_MORPHOLOGY ANGPTL6 COL3A1 ENG HES7 TGFBR3 THSD1 HP_ABNORMAL_CIRCULATING_ACYLCARNITINE_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_ACYLCARNITINE_CONCENTRATION ABCD4 ACAD8 ACAD9 ACADS COX16 CPT2 ETHE1 HADH HADHA LMBRD1 LYRM7 MCEE MMACHC SLC25A20 SLC52A1 TANGO2 HP_ABNORMAL_CIRCULATING_ADRENOCORTICOTROPIN_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_ADRENOCORTICOTROPIN_CONCENTRATION AIP AKT1 ARMC5 ATRX BAP1 BRAF CDH23 CYP11A1 CYP11B1 DAXX FOXA2 GLI2 GNAS HESX1 LHX3 LHX4 MC2R MEN1 MRAP NF2 NFKB2 NNT NR3C1 OTX2 PDE11A PDGFB PIK3CA POR POU1F1 PRKAR1A PROP1 ROBO1 SMARCB1 SMARCE1 SMO SOX3 STAR SUFU TERT TP53 TRAF7 TXNRD2 USP48 USP8 HP_ABNORMAL_CIRCULATING_ALBUMIN_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_ALBUMIN_CONCENTRATION ACSL5 ACTN4 AHCY ALB ALG1 ALG12 ALG6 ALG8 ANKFY1 ANLN AP1B1 AP1S3 APOL1 APTX ARHGAP24 ARHGDIA ATP7B B2M BMPR1A CCBE1 CD2AP CD55 COL4A3 COL7A1 COQ8B CRB2 DAAM2 DGAT1 DGKE DGUOK DHCR7 DSG1 EIF2AK3 EMP2 ERCC4 FARSA FARSB FN1 FOXP3 GAPVD1 GPR35 IARS1 IFNGR1 IL12A IL12RB1 IL36RN INF2 IRF5 IRF8 ITGA3 KRT14 KRT5 LARS2 MAGI2 MICOS13 MMEL1 MPI MST1 MTTP MYO1E MYO5B NLRC4 NPHS1 NPHS2 NUP107 NUP133 NUP160 NUP205 NUP37 NUP85 NUP93 OSGEP PAX2 PDSS2 PET100 PIK3R5 PLCE1 PLVAP PMM2 PNKP POLG2 POU2AF1 PRF1 PTEN PTPRO RNU7-1 SAR1B SCARB2 SEMA4D SETX SGPL1 SH2D1A SKIC3 SLC25A13 SLCO2A1 SMAD4 SPIB STX11 STXBP2 SYK TBC1D8B TCF4 TDP1 TFAM TKFC TNFSF15 TNPO3 TRMU TRPC6 TTC26 UNC13D VPS33A WDR4 WDR73 WT1 XIAP HP_ABNORMAL_CIRCULATING_ALDOLASE_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_ALDOLASE_CONCENTRATION ALDOA ALDOB B3GALNT2 B4GAT1 COL4A1 CRPPA DAG1 FKRP FKTN HSPG2 INPP5K LARGE1 LPIN1 MT-CO1 MT-CO3 OBSCN PFKM POMGNT1 POMGNT2 POMK POMT1 POMT2 RXYLT1 SIL1 TGFB1 HP_ABNORMAL_CIRCULATING_ALDOSTERONE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_ALDOSTERONE AVPR2 CDKN1A CDKN1B CDKN2B CDKN2C MC2R MEN1 MRAP NNT SCNN1A SCNN1B SCNN1G HP_ABNORMAL_CIRCULATING_ALPHA_FETOPROTEIN_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_ALPHA_FETOPROTEIN_CONCENTRATION AFP ATM BCL10 CTNNB1 DGUOK EARS2 FAH FGFR3 FLI1 FOCAD ITGB4 KIF12 KIT MAD2L2 MET MKS1 NGLY1 NPHS1 NR1H4 OCRL PEX6 PIGN PIK3R5 PKD2 PKHD1 PLEC PNKP PRPS1 RNF168 SETX SLC25A13 STK11 ZBTB20 HP_ABNORMAL_CIRCULATING_AMINO_ACID_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_AMINO_ACID_CONCENTRATION AASS ABCD4 ADK AHCY ALDH18A1 ALDH4A1 ALDH5A1 AMT APP ARG1 ASL ASNS ASPA ASS1 ATP5F1A ATP5F1B ATP5F1D ATP5F1E ATP5MK ATPAF1 ATPAF2 BCAT2 BCKDHA BCKDHB BCKDK BCS1L BOLA3 CA5A CBS CD320 COQ9 COX10 COX16 COX5A COX6B1 COX8A CPS1 CTH DBT DLD DMGDH DNM1L DTYMK FAH FBP1 FBXL4 FOCAD FTCD GAMT GCH1 GLDC GLRX5 GLS GLUL GLYCTK GNMT GPHN GUCY2D HAL HCFC1 HPD HS6ST2 IBA57 IMPDH2 IRF6 KARS1 KYNU LIG3 LIPT1 LIPT2 LMBRD1 LYRM7 MAT1A MCCC1 MCCC2 MCEE MDH1 MICOS13 MICU1 MIPEP MMAA MMAB MMACHC MMADHC MMUT MPO MRM2 MRPL3 MRPS14 MRPS2 MT-ATP6 MT-ATP8 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TK MT-TL1 MT-TV MT-TW MTHFD1 MTHFR MTO1 MTR MTRR NADK2 NAGS NDUFA13 NDUFB10 NDUFC2 NDUFS4 NFE2L2 NFS1 NFU1 NGLY1 NOS3 NR4A2 OAT OTC PAH PC PCBD1 PCCA PCCB PCK1 PDHA1 PDHX PDP1 PET117 PHGDH PLAU PNPO POLG PPM1K PRDX1 PRODH PSAT1 PSPH PTS QDPR RRM2B SARDH SCO1 SERAC1 SKIC3 SLC19A1 SLC25A13 SLC25A15 SLC25A4 SLC30A10 SLC36A2 SLC6A18 SLC6A19 SLC6A20 SLC7A7 SPR SUCLG1 TALDO1 TARS2 TAT TDO2 TFAM TMEM126B TMEM70 TNFRSF11B TRMT10C TYMP UPB1 UQCRC2 UROC1 USP53 VARS2 HP_ABNORMAL_CIRCULATING_AMYLASE_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_AMYLASE_CONCENTRATION CNOT1 DNAJC21 EFL1 NFS1 SBDS SLC4A4 SRP54 HP_ABNORMAL_CIRCULATING_ANDROGEN_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_ANDROGEN_LEVEL AKT1 ALG6 ALMS1 ANOS1 AR B4GALNT1 BAP1 BMP6 CDKN2A CEP112 CHD7 CLN3 CPE CTNNB1 CYB5A CYP11A1 CYP11B1 CYP17A1 DCAF17 DHH DHX37 DMRT3 DMXL2 DUSP6 ESR1 FANCM FEZF1 FGD1 FGF17 FGF8 FGFR1 FKBP6 FSHB FSHR GATA4 GCNA GNAS GNRH1 GNRHR HFE HS6ST1 HSD3B2 INSR KISS1 KISS1R LEP LEPR LGR4 LHB MAP3K1 MC2R MRAP MSH4 NDNF NF2 NFKB2 NHLH2 NNT NR0B1 NR2F2 NR3C1 NR5A1 NSMF PDGFB PIK3CA POLA1 POLR3A POR PRKAR1A PROK2 PROKR2 RBM28 SEMA3A SLC39A4 SMARCB1 SMARCE1 SMO SOX9 SPRY4 SRY STAR SUFU SYCE1 TAC3 TACR3 TAF4B TERT TP53 TRAF7 TXNRD2 VAMP7 WDR11 WNT4 WT1 WWOX ZFPM2 ZMYND15 ZNRF3 HP_ABNORMAL_CIRCULATING_ANDROSTENEDIONE_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_ANDROSTENEDIONE_CONCENTRATION CDKN2A CTNNB1 CYP11B1 HSD3B2 NR3C1 POR PRKAR1A TERT TP53 WNT4 ZNRF3 HP_ABNORMAL_CIRCULATING_ANTIMULLERIAN_HORMONE_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_ANTIMULLERIAN_HORMONE_CONCENTRATION AMH AMHR2 AR C14orf39 DHX37 ESR2 FANCM SPIDR XRCC2 HP_ABNORMAL_CIRCULATING_APOLIPOPROTEIN_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_APOLIPOPROTEIN_CONCENTRATION ABCA1 APOA1 APOC2 ATP6V0A2 ATP6V1A ATP6V1E1 CCT5 LPL MTTP HP_ABNORMAL_CIRCULATING_ARGININE_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_ARGININE_CONCENTRATION ALDH18A1 ARG1 ASL ASS1 ATP5F1A CA5A CPS1 PNPO SLC25A13 HP_ABNORMAL_CIRCULATING_AROMATIC_AMINO_ACID_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_AROMATIC_AMINO_ACID_CONCENTRATION BCS1L FAH FTCD GCH1 HPD IMPDH2 KYNU NR4A2 PAH PCBD1 PNPO PTS QDPR SLC25A13 SPR TAT TDO2 TFAM HP_ABNORMAL_CIRCULATING_ASPARTATE_FAMILY_AMINO_ACID_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_ASPARTATE_FAMILY_AMINO_ACID_CONCENTRATION AASS ABCD4 ADK AHCY ASNS CBS FAH GNMT GUCY2D LMBRD1 MAT1A MICU1 MMACHC MMADHC MTHFR MTR MTRR NADK2 PNPO PRDX1 SKIC3 SLC25A13 SLC7A7 TFAM HP_ABNORMAL_CIRCULATING_BETA_GLOBULIN_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_BETA_GLOBULIN_LEVEL ALB B2M CIITA FTH1 RFX5 RFXANK RFXAP TF HP_ABNORMAL_CIRCULATING_BILIRUBIN_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_BILIRUBIN_CONCENTRATION ABCB11 ABCB4 ABCC2 ABCD3 ADK AKR1D1 ALDOA ALDOB AMACR ANK1 ATP7B ATP8B1 BAAT CASK CDAN1 CPOX CPT2 CYP7B1 DCDC2 DGUOK DUOX2 DUOXA2 EIF2AK3 EPB41 EPB42 FARSB FBP1 FH FOCAD G6PD GATA1 GLRX5 GPX1 GSR GYPC HBB HK1 HSD3B7 IARS1 IGF1 IL12A IL12RB1 IRF5 IYD KCNN4 KIF12 KIF23 KLF1 KMT2D LBR LIPT1 LRP5 MED12 MMEL1 MTTP MYO5B NAA10 NHLRC2 NR1H4 ODC1 OSTM1 OTX2 PAFAH1B1 PAX8 PEX14 PEX19 PEX2 PFKM PGK1 PIEZO1 PIGA PKHD1 PKLR PNPLA6 POLG2 POMC POU2AF1 PRF1 PRKCSH RACGAP1 RFX6 RHAG RHCE RHD RNU4ATAC ROBO1 SC5D SEC63 SEMA7A SLC10A1 SLC17A5 SLC19A1 SLC25A13 SLC2A1 SLC2A2 SLC30A10 SLC35A2 SLC4A1 SLC51A SLC5A5 SLCO1B1 SLCO1B3 SPIB SPTA1 SPTB SPTBN1 TCEAL1 TFAM TG TMEM67 TNFSF15 TNPO3 TPO TRMU TSHB TSHR TTC26 UBE2A UBR1 UGT1A1 UROS VIPAS39 VPS33B VPS50 WDR35 ZNF699 HP_ABNORMAL_CIRCULATING_BRANCHED_CHAIN_AMINO_ACID_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_BRANCHED_CHAIN_AMINO_ACID_CONCENTRATION ATP5F1B BCAT2 BCKDHA BCKDHB BCKDK DBT DLD MCCC1 MCCC2 MICU1 PPM1K HP_ABNORMAL_CIRCULATING_CALCIUM_PHOSPHATE_REGULATING_HORMONE_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_CALCIUM_PHOSPHATE_REGULATING_HORMONE_CONCENTRATION ADORA2A AIRE CASR CDC73 CDKN1A CDKN1B CDKN2B CDKN2C CLDN16 CLDN19 CYP24A1 CYP27B1 CYP2R1 CYP3A4 DLST FAM20A FH GCM2 GNAS GNAS-AS1 KIF1B KL MAX MDH2 MEN1 NF1 OCRL PDE4D PHEX PRKAR1A PTH RET RNU4ATAC SDHA SDHAF2 SDHB SDHC SDHD SLC25A11 SLC34A1 SLC34A3 SOST STX16 TBCE TBX1 TMEM127 TRPV6 VDR VHL HP_ABNORMAL_CIRCULATING_CARBOHYDRATE_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_CARBOHYDRATE_CONCENTRATION ACAT2 AIFM1 BCS1L COX10 COX16 COX6A2 DCXR DLD FOXRED1 GALE GALK1 GALM GALT GK HNF1A IL6 ITPR3 KARS1 LDHA LIPT2 LONP1 MECP2 MPC1 MT-ND1 MT-ND2 MT-ND3 MT-TF MT-TI MT-TK MT-TL1 MT-TP NDUFA1 NDUFA11 NDUFA6 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB9 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NUBPL PC PDHA1 PDHX PITRM1 PNPLA8 POLG PTPN22 RPIA SCO2 SDHB SKIC3 SLC25A13 SLC25A26 SLC2A2 SORD TIMMDC1 TKT TMEM126B TWNK UQCRC2 HP_ABNORMAL_CIRCULATING_CARBOXYLIC_ACID_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_CARBOXYLIC_ACID_CONCENTRATION AASS ABCB11 ABCB4 ABCC2 ABCD3 ABCD4 ACAD8 ACAD9 ACADM ACADS ACSF3 ADK AHCY AKR1D1 ALDH18A1 ALDH4A1 ALDH5A1 ALDH6A1 ALDH7A1 ALDOA ALDOB AMACR AMT ANK1 AP1B1 APP ARG1 ASL ASNS ASPA ASS1 ATP5F1A ATP5F1B ATP5F1D ATP5F1E ATP5MK ATP7B ATP8B1 ATPAF1 ATPAF2 BAAT BCAT2 BCKDHA BCKDHB BCKDK BCS1L BLVRA BOLA3 CA5A CASK CBS CCDC47 CD320 CDAN1 COL7A1 COQ9 COX10 COX16 COX5A COX6B1 COX8A CPOX CPS1 CPT2 CTH CYP7B1 DBT DCDC2 DGUOK DLD DMGDH DNAJC19 DNAJC21 DNM1L DTYMK DUOX2 DUOXA2 DZIP1L EFL1 EHHADH EIF2AK3 EPB41 EPB42 ETFA ETFB ETFDH ETHE1 FAH FARSB FBP1 FBXL4 FDFT1 FH FOCAD FTCD G6PD GALT GAMT GATA1 GATM GCDH GCH1 GLDC GLRX5 GLS GLUL GLYCTK GNMT GPHN GPX1 GSR GUCY2D GYPC HADH HADHA HAL HBB HCFC1 HK1 HPD HS6ST2 HSD17B10 HSD3B7 IARS1 IBA57 IDH2 IGF1 IL12A IL12RB1 IMPDH2 IRF5 IRF6 IYD KARS1 KCNN4 KIF12 KIF23 KLF1 KMT2D KYNU L2HGDH LBR LIG3 LIPT1 LIPT2 LMBRD1 LRP5 LYRM7 MAT1A MCCC1 MCCC2 MCEE MDH1 MED12 MICOS13 MICU1 MIPEP MMAA MMAB MMACHC MMADHC MMEL1 MMP1 MMUT MPO MRM2 MRPL3 MRPS14 MRPS2 MT-ATP6 MT-ATP8 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TE MT-TK MT-TL1 MT-TV MT-TW MTHFD1 MTHFR MTO1 MTR MTRR MTTP MYO5B NAA10 NADK2 NAGS NDUFA13 NDUFAF6 NDUFB10 NDUFC2 NDUFS4 NFE2L2 NFS1 NFU1 NGLY1 NHLRC2 NOS3 NR1H4 NR4A2 OAT ODC1 OSTM1 OTC OTX2 PAFAH1B1 PAH PAX8 PC PCBD1 PCCA PCCB PCK1 PDHA1 PDHX PDP1 PET117 PEX14 PEX19 PEX2 PEX26 PFKM PGK1 PHGDH PIEZO1 PIGA PKHD1 PKLR PLAU PNPLA6 PNPO POLG POLG2 POMC POU2AF1 PPM1K PRDX1 PRF1 PRKCSH PRODH PSAT1 PSPH PTS QDPR RACGAP1 RFX6 RHAG RHCE RHD RNU4ATAC ROBO1 RRM2B SARDH SBDS SC5D SCO1 SEC63 SEMA7A SERAC1 SKIC3 SLC10A1 SLC17A5 SLC19A1 SLC25A13 SLC25A15 SLC25A20 SLC25A4 SLC2A1 SLC2A2 SLC30A10 SLC34A1 SLC35A2 SLC36A2 SLC4A1 SLC51A SLC51B SLC52A1 SLC5A5 SLC6A18 SLC6A19 SLC6A20 SLC6A3 SLC7A7 SLCO1B1 SLCO1B3 SPIB SPR SPTA1 SPTB SPTBN1 SRP54 SUCLA2 SUCLG1 SUGCT TALDO1 TANGO2 TARS2 TAT TCEAL1 TDO2 TFAM TG TJP2 TMEM126B TMEM67 TMEM70 TNFRSF11B TNFSF15 TNPO3 TPO TRMT10C TRMU TSHB TSHR TTC26 TYMP UBE2A UBR1 UGT1A1 UNC45A UPB1 UQCRC2 UROC1 UROS USP53 VARS2 VIPAS39 VPS33B VPS50 WDR35 ZNF699 HP_ABNORMAL_CIRCULATING_CARNITINE_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_CARNITINE_CONCENTRATION ACAD8 ACAD9 ACADM COL7A1 CPT2 DLD EHHADH GATM HADH MMP1 MT-TE NADK2 NDUFAF6 SCO1 SLC25A20 SLC34A1 TRMU HP_ABNORMAL_CIRCULATING_CERULOPLASMIN_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_CERULOPLASMIN_CONCENTRATION AP1B1 AP1S1 ATP7A ATP7B CCDC115 COG2 CP FTH1 SLC31A1 SLC33A1 TMEM199 HP_ABNORMAL_CIRCULATING_CHOLESTEROL_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_CHOLESTEROL_CONCENTRATION ABCA1 ABCA2 ABCB4 ABCG5 ABCG8 AGPAT2 ALB ALG12 ALG6 ALMS1 ANGPTL3 APOA1 APOA2 APOA5 APOB APOC2 APOC3 APOE APTX ATAD3A ATP6AP1 B4GALT1 BSCL2 CAV1 CAV3 CAVIN1 CCDC115 CELA2A CEP19 CETP COG4 CREB3L3 CYP11A1 CYP27A1 CYP7A1 CYP7B1 DEAF1 DGAT1 DHCR24 DHCR7 DIO1 DLK1 DYRK1B EBP EMD EPHX2 FDFT1 FHL1 FLCN FLII FOS GALK1 GALNT2 GHR GPIHBP1 HSD3B7 HTT IFT172 IQSEC2 JAG1 KIF12 LCAT LDLR LDLRAP1 LIPA LIPC LMNA LPL LRP6 MEF2A MEG3 MSMO1 MTTP MYO5B NGLY1 NSDHL NUP107 OCRL PANK2 PCSK9 PEX12 PHKA2 PHKB PHKG2 PIK3R5 PMM2 PNKP PNLIP PPARG PPP1R17 PSAP PSMB8 PYGL RAI1 RSPO1 RTL1 SAR1B SC5D SETX SLC25A13 SLC25A36 SLC2A3 SLC37A4 SLC7A7 SMPD1 SYNE1 SYNE2 TBL1X TDP1 TMEM199 TMEM43 TSHB TTC26 TTPA UBE3B UBR1 HP_ABNORMAL_CIRCULATING_CITRULLINE_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_CITRULLINE_CONCENTRATION AASS ALDH18A1 ASS1 ATP5F1A CA5A CPS1 MRM2 MT-ATP6 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TK MT-TL1 MT-TV MT-TW OTC PCK1 SLC25A13 SLC25A15 SLC7A7 HP_ABNORMAL_CIRCULATING_COPPER_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_COPPER_CONCENTRATION AP1B1 AP1S1 ATP6AP1 ATP6V0A2 ATP7A ATP7B COG2 CP FTH1 SCO2 SLC31A1 SLC33A1 SPATA5 TMPRSS6 HP_ABNORMAL_CIRCULATING_CREATINE_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_CREATINE_CONCENTRATION BMPR1A RPS20 SEMA4A SLC6A8 TNPO3 HP_ABNORMAL_CIRCULATING_CREATININE_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_CREATININE_CONCENTRATION ADAMTS13 ALG5 ALG8 ALG9 APRT AVPR2 BICC1 C3 CC2D2A CCND1 CD46 CFB CFH CFHR1 CFHR3 CFI COQ7 CORIN CPT2 CTNS DBH DNAJB11 EHHADH ELP1 FAN1 FLT1 GALNT2 GAMT GANAB HBB HNF1B HPRT1 IFT140 INVS MLIP MRPS7 MUC1 NFE2L2 NPHP1 NT5E PAX2 PKD1 PKD2 SEC61A1 SLC22A12 SLC41A1 SLC4A1 SLC4A2 STOX1 THBD TMEM260 TREX1 TTC26 WDR19 HP_ABNORMAL_CIRCULATING_C_PEPTIDE_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_C_PEPTIDE_CONCENTRATION ABCC8 AGPAT2 APPL1 BLK BSCL2 CAV1 CAVIN1 CEL CIDEC CNOT1 FOS GCK HADH HNF1A HNF4A INS INSR KCNJ11 KLF11 NAB2 NEUROD1 PAX4 PDX1 PPARG SLC25A36 STAT6 UCP2 HP_ABNORMAL_CIRCULATING_C_REACTIVE_PROTEIN_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_C_REACTIVE_PROTEIN_CONCENTRATION ADA2 AP1S3 ARPC1B C1QB C2orf69 CARD10 CASR CCN6 CD244 CFTR CIITA COPA CPA1 CTLA4 CTRC DEF6 ELF4 HLA-DPA1 HLA-DPB1 HLA-DRB1 HMOX1 IL10 IL1RN IL36RN IL37 IL6 IL6R IL6ST ITGB2 ITK LACC1 MEFV MIF MVK NCF4 NFKBIL1 NLRC4 NLRP1 NLRP12 NLRP3 OTULIN POMP PRKCD PRSS1 PRSS2 PRTN3 PSMB8 PSTPIP1 PTPN22 SH2D1A SLC22A4 SPINK1 STING1 SYK TBK1 TICAM1 TLR3 TNFRSF1A TRAF3 UBA1 UNC93B1 XIAP ZNFX1 HP_ABNORMAL_CIRCULATING_DEHYDROEPIANDROSTERONE_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_DEHYDROEPIANDROSTERONE_CONCENTRATION CDKN2A CTNNB1 CYP17A1 HSD3B2 MC2R MRAP NNT POR PRKAR1A STAR TERT TP53 TXNRD2 WNT4 ZNRF3 HP_ABNORMAL_CIRCULATING_DICARBOXYLIC_ACID_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_DICARBOXYLIC_ACID_CONCENTRATION ABCB11 ABCB4 ABCC2 ABCD3 ABCD4 ACSF3 ADK AKR1D1 ALDH6A1 ALDH7A1 ALDOA ALDOB AMACR ANK1 ATP7B ATP8B1 BAAT BLVRA CASK CD320 CDAN1 CPOX CPT2 CYP7B1 DCDC2 DGUOK DNAJC19 DUOX2 DUOXA2 EIF2AK3 EPB41 EPB42 ETFA ETFB ETFDH FARSB FBP1 FDFT1 FH FOCAD G6PD GATA1 GCDH GLRX5 GPX1 GSR GYPC HBB HCFC1 HK1 HSD3B7 IARS1 IDH2 IGF1 IL12A IL12RB1 IRF5 IYD KCNN4 KIF12 KIF23 KLF1 KMT2D L2HGDH LBR LIPT1 LMBRD1 LRP5 MED12 MMAA MMAB MMACHC MMADHC MMEL1 MMUT MTR MTRR MTTP MYO5B NAA10 NHLRC2 NR1H4 ODC1 OSTM1 OTX2 PAFAH1B1 PAX8 PEX14 PEX19 PEX2 PFKM PGK1 PIEZO1 PIGA PKHD1 PKLR PNPLA6 POLG2 POMC POU2AF1 PRDX1 PRF1 PRKCSH RACGAP1 RFX6 RHAG RHCE RHD RNU4ATAC ROBO1 SC5D SEC63 SEMA7A SLC10A1 SLC17A5 SLC19A1 SLC25A13 SLC2A1 SLC2A2 SLC30A10 SLC35A2 SLC4A1 SLC51A SLC5A5 SLCO1B1 SLCO1B3 SPIB SPTA1 SPTB SPTBN1 SUCLA2 SUCLG1 SUGCT TCEAL1 TFAM TG TMEM67 TNFSF15 TNPO3 TPO TRMU TSHB TSHR TTC26 UBE2A UBR1 UGT1A1 UQCRC2 UROS VIPAS39 VPS33B VPS50 WDR35 ZNF699 HP_ABNORMAL_CIRCULATING_FATTY_ACID_ANION_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_FATTY_ACID_ANION_CONCENTRATION ABCD4 ACAD8 ACAD9 ACADM ACADS COL7A1 COX16 CPT2 DLD DNM1L EHHADH ETHE1 GATM HADH HADHA LMBRD1 LYRM7 MCEE MMACHC MMP1 MT-TE NADK2 NDUFAF6 PEX26 SCO1 SLC25A20 SLC34A1 SLC52A1 TANGO2 TRMU HP_ABNORMAL_CIRCULATING_FATTY_ACID_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_FATTY_ACID_CONCENTRATION ABCC8 ABCD1 ABCD4 ACAD8 ACAD9 ACADM ACADS ACADVL AKT2 AMACR AP1S1 BCAP31 COL7A1 COX16 CPT2 DLD DNM1L DOLK EHHADH ETHE1 GATM GLYCTK HADH HADHA HNF1A HNF4A HSD17B4 KCNJ1 KCNJ11 LMBRD1 LTC4S LYRM7 MCEE MMACHC MMP1 MT-TE NADK2 NDUFAF6 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PHYH PLA2G4A REPS1 SCO1 SCP2 SLC12A1 SLC25A20 SLC34A1 SLC52A1 TANGO2 TRMU UCP2 HP_ABNORMAL_CIRCULATING_FERRITIN_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_FERRITIN_CONCENTRATION BCS1L BMP2 BMP6 CP CPOX FOCAD FTH1 FTL GFER GLRX5 HAMP HAVCR2 HBB HFE HJV HMOX1 IFIH1 IFNG ITK KARS1 KCNN4 LYST MCM10 NLRC4 PIEZO1 PIK3CG PKLR PRF1 PUS1 SLC19A1 SLC25A38 SLC30A10 SLC40A1 SLC4A1 SLC7A7 STAT2 STEAP3 STX11 STXBP2 TFR2 TTC26 UNC13D XIAP HP_ABNORMAL_CIRCULATING_FOLLICLE_STIMULATING_HORMONE_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_FOLLICLE_STIMULATING_HORMONE_CONCENTRATION AKT1 ANOS1 AR BAP1 BMPR1B BNC1 C14orf39 CBX2 CLPP CNBP CPE CYB5A CYP11A1 CYP17A1 DHX37 DIAPH2 DMRT3 DMXL2 ERCC6 ESR2 FAM111A FANCM FEZF1 FGD1 FIGLA FKBP6 FOXL2 FSHB GATA4 GCNA GDF9 HESX1 HFM1 KISS1 KISS1R LGR4 LHB LHX3 LHX4 MAP3K1 MCM8 MCM9 MRPS22 MSH4 MSH5 NF2 NHLH2 NR0B1 NR5A1 NSMCE2 OTX2 PDGFB PIK3CA POR POU1F1 PPP2R3C PRDM13 PROP1 PSMC3IP ROBO1 SEMA3A SHOC1 SMARCB1 SMARCE1 SMO SOHLH1 SOX9 SPIDR SRY STAG3 SUFU SYCE1 TAC3 TERT TP63 TRAF7 VAMP7 WT1 WWOX XRCC2 ZFPM2 ZMYND15 ZSWIM7 HP_ABNORMAL_CIRCULATING_FREE_FATTY_ACID_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_FREE_FATTY_ACID_CONCENTRATION ABCC8 ACADVL AKT2 DOLK GLYCTK HADH HNF1A KCNJ11 UCP2 HP_ABNORMAL_CIRCULATING_FREE_T3_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_FREE_T3_CONCENTRATION MADD NKX2-5 POU1F1 SECISBP2 THRB TRHR TSHR HP_ABNORMAL_CIRCULATING_FREE_T4_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_FREE_T4_CONCENTRATION ALB CPE IRS4 KCNJ18 MADD NKX2-5 POU1F1 SECISBP2 TBL1X THRB HP_ABNORMAL_CIRCULATING_GABA_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_GABA_CONCENTRATION ALDH5A1 APP MPO NOS3 PLAU USP53 HP_ABNORMAL_CIRCULATING_GLOBULIN_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_GLOBULIN_CONCENTRATION ALB B2M CIITA FTH1 PLG RFX5 RFXANK RFXAP SERPINE1 TF HP_ABNORMAL_CIRCULATING_GLUTAMINE_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_GLUTAMINE_CONCENTRATION ASL ASS1 CA5A COX16 GLS GLUL LIPT1 NAGS OTC SLC25A13 SLC7A7 TALDO1 HP_ABNORMAL_CIRCULATING_GLUTAMINE_FAMILY_AMINO_ACID_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_GLUTAMINE_FAMILY_AMINO_ACID_CONCENTRATION ALDH18A1 ALDH4A1 ARG1 ASL ASS1 ATP5F1A CA5A COX10 COX16 COX5A CPS1 GLS GLUL LIPT1 MDH1 NAGS NDUFB10 NDUFC2 OTC PDP1 PNPO PRODH SLC25A13 SLC36A2 SLC6A18 SLC6A19 SLC6A20 SLC7A7 TALDO1 TARS2 TNFRSF11B HP_ABNORMAL_CIRCULATING_GLYCINE_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_GLYCINE_CONCENTRATION ALDH4A1 AMT ATP5F1A BOLA3 COX8A GLDC GLRX5 GLYCTK IBA57 IRF6 MMAA MMAB MMUT NFS1 NFU1 PCCA PCCB PET117 PHGDH PNPO PSAT1 SLC30A10 SLC36A2 SLC6A18 SLC6A19 SLC6A20 SLC7A7 SUCLG1 HP_ABNORMAL_CIRCULATING_GONADOTROPIN_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_GONADOTROPIN_CONCENTRATION AKT1 ANOS1 AR BAP1 BMP15 BMPR1B BNC1 C14orf39 CATIP CBX2 CCDC34 CDH23 CFTR CLPP CNBP CPE CT55 CYB5A CYP11A1 CYP17A1 DHH DHX37 DIAPH2 DMRT3 DMXL2 DNAH10 DNHD1 ERCC6 ESR1 ESR2 FAM111A FANCM FBXO43 FEZF1 FGD1 FIGLA FKBP6 FMR1 FOXL2 FSHB FSHR GATA4 GCNA GDF9 GNRH1 HESX1 HFM1 HSD17B4 KISS1 KISS1R KLHL10 LARS2 LGR4 LHB LHCGR LHX3 LHX4 MAGEL2 MAP3K1 MCM8 MCM9 MEIOB MOV10L1 MRPS22 MSH4 MSH5 NANOS1 NDN NF2 NHLH2 NR0B1 NR5A1 NSMCE2 NUP107 OCA2 OTX2 PDGFB PDHA2 PIK3CA PNLDC1 PNPLA6 POLA1 POLR3H POR POU1F1 PPP2R3C PRDM13 PROP1 PSMC3IP RNF212 ROBO1 RPL10L SEMA3A SHOC1 SMARCB1 SMARCE1 SMO SNRPN SOHLH1 SOX9 SPAG17 SPIDR SRY STAG3 SUFU SYCE1 SYCP3 TAC3 TAF4B TDRD9 TERB1 TERB2 TERT TEX11 TEX14 TEX15 TP63 TRAF7 VAMP7 WT1 WWOX XRCC2 ZFPM2 ZMYND15 ZSWIM7 HP_ABNORMAL_CIRCULATING_HOMOCYSTEINE_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_HOMOCYSTEINE_CONCENTRATION ABCD4 AHCY CBS CD320 HCFC1 LMBRD1 MCEE MMACHC MMADHC MTHFD1 MTHFR MTR MTRR NFE2L2 PRDX1 SLC19A1 HP_ABNORMAL_CIRCULATING_HORMONE_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_HORMONE_CONCENTRATION AAAS ABCA4 ABCC8 ABCD1 ADAT3 ADCY3 ADORA2A AGBL5 AGPAT2 AHI1 AHR AIP AIRE AKT1 AKT2 ALB ALG12 ALG6 ALG8 ALMS1 AMH AMHR2 ANOS1 APPL1 AR ARHGEF18 ARL2BP ARL3 ARL6 ARMC5 ATRX AVP B4GALNT1 BANF1 BAP1 BBS1 BBS2 BEST1 BLK BMP15 BMP6 BMPR1B BNC1 BRAF BSCL2 BTG4 C14orf39 CA4 CASR CATIP CAV1 CAVIN1 CBX2 CC2D2A CCDC134 CCDC141 CCDC34 CCND1 CDC73 CDH23 CDHR1 CDKN1A CDKN1B CDKN2A CDKN2B CDKN2C CEL CEP112 CERKL CFAP418 CFTR CHD7 CIDEC CLDN16 CLDN19 CLN3 CLPP CLRN1 CNBP CNGA1 CNGB1 COL2A1 CPE CRB1 CRX CT55 CTDP1 CTNNB1 CTSK CYB5A CYP11A1 CYP11B1 CYP11B2 CYP17A1 CYP24A1 CYP27B1 CYP2R1 CYP3A4 DAXX DBH DCAF17 DCC DHDDS DHH DHX37 DHX38 DIAPH2 DIO1 DIS3L2 DLST DMRT3 DMXL2 DNAH10 DNHD1 DSG1 DUOX2 DUOXA2 DUSP6 EIF2B1 EPAS1 EPO ERCC6 ESR1 ESR2 EYS FAM111A FAM161A FAM20A FANCM FBXO43 FEZF1 FGD1 FGF17 FGF8 FGFR1 FH FIGLA FKBP6 FLRT3 FMR1 FN1 FOCAD FOS FOXA2 FOXL2 FSCN2 FSHB FSHR GALK1 GALT GATA4 GATB GATC GCGR GCK GCM2 GCNA GDF9 GH1 GHR GHRHR GHSR GLI2 GLI3 GLIS3 GLUD1 GNAS GNAS-AS1 GNRH1 GNRHR GPR101 GUCA1B HADH HERC2 HESX1 HFE HFM1 HGSNAT HNF1A HNF4A HPGD HS6ST1 HSD11B2 HSD17B4 HSD3B2 HTR1A HYMAI IDH3A IDH3B IFT140 IFT172 IFT88 IGF1 IGF1R IGFALS IGSF1 IL17RD IMPDH1 IMPG1 IMPG2 INS INSR IRS4 IYD KCNJ11 KCNJ18 KCNJ6 KIAA0753 KIAA1549 KIF1B KISS1 KISS1R KIZ KL KLF11 KLHL10 KLHL7 LARS2 LEP LEPR LGR4 LHB LHCGR LHX3 LHX4 LIPE LMNA LRAT MADD MAFA MAGEL2 MAK MAP3K1 MARS2 MAX MC2R MC4R MCM8 MCM9 MCOLN1 MCTP2 MDH2 MECP2 MED12 MEIOB MEN1 MERTK MKRN3 MOV10L1 MPDU1 MPI MRAP MRPS22 MRPS7 MSH4 MSH5 NAB2 NANOS1 NDN NDNF NEK2 NEUROD1 NF1 NF2 NFKB2 NHLH2 NKX2-1 NKX2-5 NLGN3 NLGN4X NNT NPAP1 NR0B1 NR2E3 NR2F2 NR3C1 NR5A1 NRL NSMCE2 NSMF NUP107 OCA2 OCRL OFD1 OTX2 PAPPA2 PAX4 PAX8 PCARE PCSK1 PDE11A PDE4D PDE6A PDE6B PDE6G PDE8B PDGFB PDGFRB PDHA2 PDX1 PGM1 PHEX PIK3CA PLAGL1 PLIN1 PLVAP PMM2 PNLDC1 PNPLA6 POLA1 POLR3A POLR3H POMC POMGNT1 POR POU1F1 PPARG PPP2R3C PRCD PRDM13 PRKACA PRKAR1A PROK2 PROKR2 PROM1 PROP1 PRPF3 PRPF31 PRPF4 PRPF6 PRPF8 PRPH2 PSMB8 PSMC3IP PTH PWAR1 PWRN1 QRSL1 RBM28 RBP3 RDH12 REEP6 RET RGR RHO RLBP1 RNF125 RNF212 RNU4ATAC ROBO1 ROM1 RP1 RP1L1 RP2 RP9 RPE65 RPGR RPL10L SAG SCAPER SDHA SDHAF2 SDHB SDHC SDHD SECISBP2 SEMA3A SEMA4A SERPINA6 SH2B1 SHOC1 SHROOM4 SIK3 SIM1 SLC16A1 SLC16A2 SLC25A11 SLC25A36 SLC34A1 SLC34A3 SLC35A2 SLC39A4 SLC5A2 SLC5A5 SLC7A14 SLCO2A1 SMARCAL1 SMARCB1 SMARCE1 SMC5 SMO SMPD1 SNORD115-1 SNORD116-1 SNRNP200 SNRPN SOHLH1 SOST SOX10 SOX3 SOX9 SPAG17 SPATA7 SPIDR SPRY4 SRY STAG3 STAR STAT5B STAT6 STX16 SUFU SYCE1 SYCP3 TAC3 TACR3 TAF4B TBCE TBL1X TBX1 TBX19 TDO2 TDRD9 TERB1 TERB2 TERT TEX11 TEX14 TEX15 TG THRA THRB TMEM127 TMEM67 TOPORS TP53 TP63 TPO TRAF7 TRHR TRMT10A TRPV6 TSHB TSHR TTC8 TUB TULP1 TXNRD2 UCP2 USH2A USP48 USP8 USP9X VAMP7 VDR VHL WDR11 WNT4 WT1 WWOX XRCC2 YY1 ZFP57 ZFPM2 ZMPSTE24 ZMYND15 ZNF408 ZNF513 ZNRF3 ZSWIM7 HP_ABNORMAL_CIRCULATING_IGA_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_IGA_LEVEL ADA AICDA ALG12 ATM ATP6AP1 B2M BACH2 BLM BLNK BTK CARD10 CARD11 CASP10 CASP8 CAVIN1 CCND1 CD19 CD247 CD3D CD3E CD40 CD40LG CD79B CR2 CSNK2A1 CTLA4 DCLRE1C DNMT3B FAS FASLG GTF2H5 HLA-DQA1 HLA-DQB1 ICOS IGHG2 IGKC IGLL1 IKBKG IL12A IL12RB1 IL2RA IL2RG IL6ST IL7R IPO8 IRF2BP2 IRF5 ITCH IVNS1ABP JAK3 KNSTRN LCK LIG1 LRBA MMEL1 MOGS MTOR MVK NFE2L2 NFKB2 NFKBIA NLRP1 OTULIN PGM3 PIGT PIK3CD PIK3CG PIK3R1 PLCG2 PMM2 POMP POU2AF1 PRIM1 PRKCD PSMB8 PTPRC RAG1 RAG2 RASGRP1 REL RNF168 SASH3 SPI1 SPIB STAT2 STING1 SYK TCF3 TCN2 TNFRSF11A TNFRSF13B TNFRSF13C TNFSF15 TNPO3 TOM1 TYMS UNG WAS ZBTB24 ZNF341 HP_ABNORMAL_CIRCULATING_IGE_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_IGE_LEVEL ADA ADAM17 BACH2 BTK CARD10 CARD11 CARD9 CASP10 CD247 CD40 CD40LG CDSN COL7A1 DCLRE1C DOCK8 DSG1 EGFR EXTL3 FAS FASLG FOXP3 GPC3 GPC4 IKBKG IL21 IL21R IL2RA IL2RG IL4R IL6R IL6ST IL7R IPO8 IRAK4 KRT74 KRT9 LCK MS4A2 NCKAP1L NFKBIA NSMCE3 PGM3 PLA2G7 PRKCD RASGRP1 SPINK5 STAT3 STAT5B TCF3 TGFB1 TOM1 TYK2 WAS ZNF341 HP_ABNORMAL_CIRCULATING_IGG_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_IGG_LEVEL ADA AICDA ALG12 ARHGEF1 ATM ATP6AP1 B2M BACH2 BLM BLNK BTK CARD10 CASP10 CASP8 CCND1 CD19 CD247 CD3D CD3E CD3G CD40 CD40LG CD79B CD81 CNBP CR2 CSNK2A1 CTLA4 CTPS1 CXCR4 DCLRE1C DOCK8 EPG5 ERCC2 EXTL3 FAS FASLG FNIP1 ICOS IFIH1 IFNGR1 IGHG2 IGKC IKBKG IL21 IL2RB IL2RG IL6R IL6ST IL7R IPO8 IRF2BP2 IRF8 ITK IVNS1ABP JAK3 KNSTRN LCK LIG1 LRBA MGAT2 MOGS MS4A1 NAE1 NCKAP1L NFKB2 NFKBIA NHLRC2 NLRP1 PGM3 PIK3CD PIK3CG PIK3R1 PMM2 POMP PRIM1 PRKCD PSMB8 PTPRC RAC2 RAG1 RAG2 RASGRP1 REL RNF113A RNF168 SASH3 SH2D1A SH3KBP1 SLC5A6 SON SP110 SPI1 SPINK5 SPPL2A STAT2 STING1 SYK TCF3 TCN2 TGFB1 TLR8 TNFRSF11A TNFRSF13B TNFRSF13C TNFRSF9 TOM1 TONSL TPP2 TRMU TYMS UNG VPS33A XIAP ZBTB24 HP_ABNORMAL_CIRCULATING_IGM_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_IGM_LEVEL ADA ADA2 AICDA ALG12 ARHGEF1 ATP6AP1 B2M BACH2 BLM BLNK BTK CARD11 CASP10 CASP8 CD19 CD247 CD40 CD40LG CD79B CNBP CR2 CTLA4 DNMT3B DOCK8 EXTL3 FAS FASLG FNIP1 GPR35 ICOS IFNGR1 IGHG2 IGKC IGLL1 IKBKG IL12A IL12RB1 IL2RG IL6R IL6ST IRF2BP2 IRF5 IVNS1ABP JAK3 KLHDC8B KNSTRN LAMTOR2 LCK LIG1 LRBA MMEL1 MOGS MST1 MYD88 NAE1 NFKB2 NFKBIA NSMCE3 OTULIN PGM3 PIGT PIK3CD PIK3CG PIK3R1 PLCG2 POLE POMP POU2AF1 PRIM1 PRKCD PTEN PTPRC RAC2 RAG1 RAG2 RASGRP1 RNF168 SASH3 SEMA4D SH2D1A SH3KBP1 SIK3 SPI1 SPIB SPPL2A STAT2 SYK TCF3 TCF4 TCN2 TNFRSF11A TNFRSF13B TNFRSF13C TNFSF15 TNPO3 TOM1 TPP2 TYMS UNG VPS33A WAS XIAP ZBTB24 HP_ABNORMAL_CIRCULATING_INSULIN_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_INSULIN_CONCENTRATION ABCA4 ABCC8 ADCY3 AGBL5 AGPAT2 AHI1 AHR AKT2 ALMS1 APPL1 ARHGEF18 ARL2BP ARL3 ARL6 BBS1 BBS2 BEST1 BLK BSCL2 CA4 CAV1 CAVIN1 CC2D2A CDHR1 CDKN1B CEL CERKL CFAP418 CLRN1 CNGA1 CNGB1 CPE CRB1 CRX DBH DCAF17 DHDDS DHX38 DIS3L2 DMXL2 ESR1 EYS FAM161A FOCAD FOS FSCN2 GALK1 GCK GLUD1 GUCA1B HADH HERC2 HGSNAT HNF1A HNF4A HYMAI IDH3A IDH3B IFT140 IFT172 IFT88 IMPDH1 IMPG1 IMPG2 INS INSR KCNJ11 KIAA1549 KIZ KLF11 KLHL7 LEP LEPR LMNA LRAT MAFA MAGEL2 MAK MC4R MEN1 MERTK MKRN3 MPI NAB2 NEK2 NEUROD1 NPAP1 NR2E3 NRL OFD1 PAPPA2 PAX4 PCARE PCSK1 PDE6A PDE6B PDE6G PDX1 PLAGL1 PLIN1 PMM2 POMC POMGNT1 PPARG PRCD PROM1 PRPF3 PRPF31 PRPF4 PRPF6 PRPF8 PRPH2 PWAR1 PWRN1 RBP3 RDH12 REEP6 RGR RHO RLBP1 RNF125 ROM1 RP1 RP1L1 RP2 RP9 RPE65 RPGR SAG SCAPER SECISBP2 SEMA4A SH2B1 SIM1 SLC16A1 SLC25A36 SLC5A2 SLC7A14 SMC5 SNORD115-1 SNORD116-1 SNRNP200 SPATA7 STAT6 TOPORS TRMT10A TTC8 TUB TULP1 UCP2 USH2A YY1 ZFP57 ZMPSTE24 ZNF408 ZNF513 HP_ABNORMAL_CIRCULATING_INTERFERON_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_INTERFERON_CONCENTRATION ADAR ANKRD55 CD247 IFIH1 IL2RA IL2RB LSM11 POLA1 PRF1 PSMB8 PTPN2 PTPN22 RNASEH2A RNASEH2B RNASEH2C RNU7-1 SAMHD1 SP110 STAT1 STAT4 STX11 STXBP2 TOM1 TREX1 UNC13D HP_ABNORMAL_CIRCULATING_INTERLEUKIN_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_INTERLEUKIN_CONCENTRATION ABCB11 ABCB4 ANKRD55 ATP8B1 CARD10 CASP10 CD247 ELF4 FADD FAS FASLG HMOX1 IL12RB1 IL2RA IL2RB IL6R MEFV NR1H4 POLA1 PRF1 PRKCD PSMB8 PTPN2 PTPN22 RASGRP1 SASH3 SP110 STAT4 STX11 STXBP2 UNC13D HP_ABNORMAL_CIRCULATING_LEPTIN_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_LEPTIN_CONCENTRATION ADCY3 AGPAT2 AKT2 BANF1 BSCL2 CIDEC KCNJ6 LEP LEPR LIPE LMNA MECP2 ZMPSTE24 HP_ABNORMAL_CIRCULATING_LEUCINE_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_LEUCINE_CONCENTRATION ATP5F1B BCAT2 MCCC1 MCCC2 PPM1K HP_ABNORMAL_CIRCULATING_LIPID_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_LIPID_CONCENTRATION ABCA1 ABCA2 ABCB4 ABCC8 ABCD1 ABCD4 ABCG5 ABCG8 ABHD5 ACAD8 ACAD9 ACADM ACADS ACADVL ACOX2 ACTN4 ADCY3 AEBP1 AGL AGPAT2 AKT2 ALB ALG12 ALG6 ALMS1 AMACR ANGPTL3 AP1S1 APOA1 APOA2 APOA5 APOB APOC2 APOC3 APOE APTX AR ARMC5 ATAD3A ATP6AP1 B4GALT1 BAZ1B BCAP31 BCL7B BSCL2 BUD23 CAV1 CAV3 CAVIN1 CCDC115 CCT5 CELA2A CEP19 CETP CFH CFHR1 CFHR3 CIDEC CLIP2 COG4 COL7A1 COX16 CPT1A CPT2 CREB3L3 CYP11A1 CYP19A1 CYP27A1 CYP7A1 CYP7B1 DCAF17 DEAF1 DEF6 DGAT1 DHCR24 DHCR7 DIO1 DLD DLK1 DNAJC30 DNM1L DOLK DYRK1B EBP EHHADH EIF4H ELN EMD EPHX2 ETHE1 FARSA FBN1 FDFT1 FECH FHL1 FKBP6 FLCN FLII FOS G6PC1 GALK1 GALNT2 GATM GHR GK GLA GLYCTK GNAS GNPAT GPD1 GPIHBP1 GTF2I GTF2IRD1 GTF2IRD2 GYS2 HADH HADHA HAVCR2 HNF1A HNF4A HSD17B4 HSD3B7 HTT IFT172 IL12A IL12RB1 IQSEC2 IRF5 JAG1 KCNJ1 KCNJ11 KIF12 LCAT LDLR LDLRAP1 LEP LEPR LIMK1 LIPA LIPC LIPE LMAN1 LMBRD1 LMF1 LMNA LMNB2 LPL LRP6 LTC4S LYRM7 LYST MC4R MCEE MCFD2 MCM10 MEF2A MEG3 METTL27 MLXIPL MMACHC MMEL1 MMP1 MSMO1 MT-TE MT-TK MT-TL1 MTTP MTX2 MYO5A MYO5B NADK2 NCF1 NDUFAF6 NGLY1 NPHS1 NPHS2 NSDHL NSMCE2 NUP107 OCRL PANK2 PCSK9 PCYT1A PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PHKA2 PHKB PHKG2 PHYH PIGH PIGT PIK3CG PIK3R5 PLA2G4A PLA2G7 PLIN1 PLVAP PMM2 PNKP PNLIP PNPLA2 POLD1 POLR3A POU2AF1 PPARG PPP1R17 PRF1 PSAP PSMB10 PSMB4 PSMB8 PSMB9 PYGL RAB27A RAI1 REPS1 RFC2 RSPO1 RTL1 SAR1B SC5D SCO1 SCP2 SETX SGPL1 SH2B1 SLC12A1 SLC25A13 SLC25A20 SLC25A36 SLC29A3 SLC2A2 SLC2A3 SLC34A1 SLC37A4 SLC52A1 SLC7A7 SMARCAL1 SMPD1 SPIB STX11 STX1A STXBP2 SYNE1 SYNE2 TANGO2 TBCK TBL1X TBL2 TDP1 TFG TMEM199 TMEM270 TMEM43 TNFRSF9 TNFSF15 TNPO3 TRMU TSHB TTC26 TTPA UBE3B UBR1 UCP2 UNC13D VPS37D WRN XIAP XRCC4 YARS1 ZMPSTE24 HP_ABNORMAL_CIRCULATING_LONG_CHAIN_FATTY_ACID_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_LONG_CHAIN_FATTY_ACID_CONCENTRATION ABCD1 AMACR CPT2 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PHYH SCP2 HP_ABNORMAL_CIRCULATING_LYSINE_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_LYSINE_CONCENTRATION AASS MICU1 NADK2 SLC25A13 SLC7A7 HP_ABNORMAL_CIRCULATING_METABOLITE_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_METABOLITE_CONCENTRATION AASS ABCA1 ABCA2 ABCB11 ABCB4 ABCB6 ABCC2 ABCC6 ABCC8 ABCC9 ABCD1 ABCD3 ABCD4 ABCG5 ABCG8 ABHD5 ACAD8 ACAD9 ACADM ACADS ACADVL ACAT1 ACAT2 ACOX2 ACSF3 ACSL5 ACTA1 ACTC1 ACTN2 ACTN4 ADA2 ADAMTS13 ADAMTS3 ADCY10 ADCY3 ADK ADSS1 AEBP1 AFP AGL AGPAT2 AGXT AHCY AIFM1 AIP AKAP9 AKR1D1 AKT2 ALAD ALAS2 ALB ALDH18A1 ALDH4A1 ALDH5A1 ALDH6A1 ALDH7A1 ALDOA ALDOB ALG1 ALG11 ALG12 ALG14 ALG2 ALG5 ALG6 ALG8 ALG9 ALMS1 ALPL AMACR AMPD1 AMPD3 AMT ANGPTL3 ANK1 ANK2 ANKFY1 ANKRD1 ANLN ANO5 ANXA11 AP1B1 AP1S1 AP1S3 AP2S1 AP5Z1 APC2 APOA1 APOA2 APOA5 APOB APOC2 APOC3 APOE APOL1 APP APPL1 APRT APTX AQP2 AR ARG1 ARHGAP24 ARHGDIA ARMC5 ARNT2 ARPC1B ARVCF ASAH1 ASL ASNS ASPA ASS1 ATAD3A ATIC ATM ATP1A1 ATP5F1A ATP5F1B ATP5F1D ATP5F1E ATP5MK ATP6AP1 ATP6V0A2 ATP6V0A4 ATP6V1A ATP6V1E1 ATP7A ATP7B ATP8B1 ATPAF1 ATPAF2 AVPR2 B2M B3GALNT2 B4GALT1 B4GAT1 BAAT BAG3 BAG5 BAZ1B BCAP31 BCAT2 BCKDHA BCKDHB BCKDK BCL10 BCL7B BCS1L BICC1 BICD2 BIN1 BLK BLVRA BMP2 BMP6 BMPR1A BOLA3 BSCL2 BSND BTD BTK BTNL2 BUD23 BVES C19orf12 C1QB C1QBP C2orf69 C3 CA12 CA2 CA5A CACNA1C CACNA1D CACNA1S CAD CALM1 CALM2 CALM3 CAMKMT CAP2 CAPN3 CARD10 CARD9 CARS2 CASK CASQ1 CASR CAV1 CAV3 CAVIN1 CBLIF CBS CC2D2A CCBE1 CCDC115 CCDC134 CCDC47 CCDC78 CCN6 CCND1 CCT5 CD244 CD2AP CD320 CD46 CD55 CDAN1 CDC73 CDH23 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CEL CELA2A CEP19 CETP CFB CFH CFHR1 CFHR3 CFI CFL2 CFTR CHCHD10 CHD7 CHKB CIDEC CIITA CLCN2 CLCN5 CLCN7 CLCNKA CLCNKB CLDN10 CLDN16 CLDN19 CLIP2 CLPX CNBP CNNM2 CNOT1 CNTN1 COA7 COG2 COG4 COG6 COG7 COG8 COL12A1 COL25A1 COL3A1 COL4A1 COL4A3 COL6A1 COL6A2 COL6A3 COL7A1 COL9A3 COMT COPA COQ2 COQ7 COQ8B COQ9 CORIN COX10 COX16 COX20 COX5A COX6A2 COX6B1 COX8A CP CPA1 CPOX CPS1 CPT1A CPT2 CRB2 CREB3L3 CRLF1 CRPPA CRYAB CSF1R CSF2RA CSF2RB CSRP3 CTH CTLA4 CTNNB1 CTNS CTRC CUL3 CYC1 CYP11A1 CYP11B1 CYP11B2 CYP17A1 CYP19A1 CYP24A1 CYP27A1 CYP27B1 CYP2R1 CYP3A4 CYP7A1 CYP7B1 DAAM2 DAG1 DBH DBT DCAF17 DCDC2 DCLRE1C DCXR DEAF1 DEF6 DES DGAT1 DGCR2 DGCR6 DGCR8 DGKE DGUOK DHCR24 DHCR7 DHX16 DIO1 DLD DLK1 DLST DMD DMGDH DMP1 DNA2 DNAJB11 DNAJB4 DNAJB6 DNAJC19 DNAJC21 DNAJC30 DNM1L DNM2 DNMT3A DNMT3B DOK7 DOLK DPAGT1 DPM1 DPM2 DPM3 DPYS DSG1 DSG2 DSP DTYMK DUOX2 DUOXA2 DUX4 DUX4L1 DYRK1B DYSF DZIP1L EARS2 EBP EFL1 EGF EHHADH EIF2AK3 EIF4H ELF4 ELN ELP1 EMD EMP2 ENO3 ENPP1 EPAS1 EPB41 EPB42 EPG5 EPHX2 ERCC4 ERCC6 ERCC8 ERGIC1 ESS2 ETFA ETFB ETFDH ETHE1 FAH FAM111A FAM111B FAM20C FAN1 FARSA FARSB FAT4 FBN1 FBP1 FBXL4 FDFT1 FDX2 FECH FGF23 FGFR1 FGFR3 FH FHL1 FHL2 FKBP14 FKBP6 FKRP FKTN FLAD1 FLCN FLI1 FLII FLNC FLT1 FN1 FOCAD FOS FOXI1 FOXP1 FOXP3 FOXRED1 FRG1 FTCD FTH1 FTL FXYD2 G6PC1 G6PD GAA GABRA3 GALE GALK1 GALM GALNT2 GALNT3 GALT GAMT GANAB GAPVD1 GATA1 GATA3 GATAD1 GATB GATC GATM GBE1 GCDH GCH1 GCK GCM2 GEMIN4 GFER GFPT1 GGPS1 GHR GIPC1 GK GLA GLDC GLIS3 GLRX5 GLS GLUD1 GLUL GLYCTK GMPPB GNA11 GNAS GNAS-AS1 GNB2 GNE GNMT GNPAT GNPTAB GNPTG GOLGA2 GOSR2 GOT2 GP1BB GPD1 GPHN GPIHBP1 GPR35 GPX1 GSR GTF2I GTF2IRD1 GTF2IRD2 GUCY2D GYG1 GYPC GYS2 HACD1 HADH HADHA HADHB HAL HAMP HAND2 HAVCR2 HBB HCFC1 HESX1 HEXB HFE HHAT HINT1 HIRA HJV HK1 HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRB1 HLCS HMBS HMGCL HMOX1 HNF1A HNF1B HNF4A HNRNPA1 HNRNPA2B1 HNRNPDL HPD HPRT1 HRAS HS6ST2 HSD11B2 HSD17B10 HSD17B4 HSD3B2 HSD3B7 HSPG2 HTT IARS1 IBA57 IDH2 IFIH1 IFNG IFNGR1 IFT122 IFT140 IFT172 IGF1 IGFALS IL10 IL12A IL12RB1 IL1RN IL36RN IL37 IL6 IL6R IL6ST IMPDH2 INF2 INPP5K INPPL1 INS INSR INVS IQSEC2 IRF4 IRF5 IRF6 IRF8 ISCA1 ISCU ITGA3 ITGA7 ITGB2 ITGB4 ITK ITPR3 IYD JAG1 JAG2 JMJD1C JPH2 KARS1 KBTBD13 KCNA1 KCNE1 KCNE2 KCNE3 KCNH2 KCNJ1 KCNJ10 KCNJ11 KCNJ18 KCNJ2 KCNJ5 KCNN4 KCNQ1 KIF12 KIF1B KIF23 KIT KL KLF1 KLF11 KLHL3 KLHL41 KLHL9 KLKB1 KMT2D KNG1 KRAS KRT14 KRT18 KRT5 KY KYNU L2HGDH LACC1 LAMA1 LAMA2 LAMA3 LAMA4 LAMB2 LAMB3 LAMC2 LAMP2 LARGE1 LARS2 LBR LCAT LDB3 LDHA LDLR LDLRAP1 LEP LEPR LHX3 LHX4 LIG3 LIMK1 LIMS2 LIPA LIPC LIPE LIPT1 LIPT2 LMAN1 LMBRD1 LMF1 LMNA LMNB2 LMOD2 LMOD3 LONP1 LPIN1 LPL LRP12 LRP5 LRP6 LRPPRC LTBP4 LTC4S LYRM7 LYST MAD2L2 MAGED2 MAGI2 MARS1 MAT1A MATR3 MAX MB MC2R MC4R MCCC1 MCCC2 MCEE MCFD2 MCM10 MDH1 MDH2 MECP2 MED12 MEF2A MEFV MEG3 MEGF10 MEN1 MET METTL27 MGME1 MICOS13 MICU1 MIEF2 MIF MIPEP MKS1 MLIP MLXIPL MMAA MMAB MMACHC MMADHC MMEL1 MMP1 MMUT MOCOS MOCS1 MOCS2 MPC1 MPDU1 MPI MPO MPV17 MPZ MRAP MRM2 MRPL3 MRPS14 MRPS2 MRPS22 MRPS7 MSMO1 MST1 MSTO1 MT-ATP6 MT-ATP8 MT-CO1 MT-CO3 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TE MT-TF MT-TI MT-TK MT-TL1 MT-TL2 MT-TN MT-TP MT-TS1 MT-TV MT-TW MTHFD1 MTHFR MTMR14 MTO1 MTR MTRR MTTP MTX2 MUC1 MVK MYBPC3 MYC MYF6 MYH14 MYH6 MYH7 MYL1 MYL2 MYMK MYO1E MYO5A MYO5B MYOT MYPN NAA10 NAB2 NADK2 NAGS NARS2 NBAS NCF1 NCF4 NDUFA1 NDUFA11 NDUFA13 NDUFA6 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF6 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB8 NDUFB9 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NEB NEFH NEFL NEUROD1 NEXN NF1 NFE2L2 NFKB2 NFKBIL1 NFS1 NFU1 NGLY1 NHERF1 NHLRC2 NLRC4 NLRP1 NLRP12 NLRP3 NNT NOS1 NOS1AP NOS3 NOTCH2NLC NOTCH3 NPHP1 NPHS1 NPHS2 NPPA NPR2 NR0B1 NR1H4 NR3C1 NR3C2 NR4A2 NRAS NSD1 NSDHL NSMCE2 NSUN2 NT5E NUBPL NUP107 NUP133 NUP160 NUP205 NUP214 NUP37 NUP85 NUP93 OAT OBSCN OCRL ODC1 ORAI1 OSGEP OSTM1 OTC OTUD5 OTULIN OTX2 PABPN1 PAFAH1B1 PAH PANK2 PAPPA2 PAX2 PAX4 PAX8 PBX1 PC PCBD1 PCCA PCCB PCK1 PCSK9 PCYT1A PDGFB PDGFRB PDHA1 PDHB PDHX PDK3 PDP1 PDSS2 PDX1 PET100 PET117 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PFKM PGAM2 PGK1 PGM1 PHEX PHGDH PHKA1 PHKA2 PHKB PHKG2 PHYH PIEZO1 PIEZO2 PIGA PIGH PIGN PIGT PIGY PIK3C2A PIK3CG PIK3R5 PITRM1 PKD1 PKD2 PKHD1 PKLR PLA2G4A PLA2G6 PLA2G7 PLAU PLCE1 PLEC PLEKHG5 PLEKHM1 PLG PLIN1 PLIN4 PLN PLVAP PLXNA1 PMM2 PNKP PNLIP PNP PNPLA2 PNPLA6 PNPLA8 PNPO POGLUT1 POLD1 POLG POLG2 POLR3A POLRMT POMC POMGNT1 POMGNT2 POMK POMP POMT1 POMT2 POPDC3 POR POU1F1 POU2AF1 PPARG PPCS PPM1B PPM1K PPOX PPP1R17 PRDM16 PRDX1 PREPL PRF1 PRKAR1A PRKCD PRKCSH PRODH PROP1 PRPS1 PRSS1 PRSS2 PRTN3 PRUNE1 PSAP PSAT1 PSEN1 PSEN2 PSMB10 PSMB4 PSMB8 PSMB9 PSPH PSTPIP1 PTEN PTH PTH1R PTPN22 PTPRO PTS PUS1 PYGL PYGM PYROXD1 QDPR QRICH1 QRSL1 RAB27A RACGAP1 RAF1 RAG1 RAG2 RAI1 RASA1 RBCK1 RBM20 RBP4 REN REPS1 RET RFC2 RFX5 RFX6 RFX7 RFXANK RFXAP RHAG RHCE RHD RILPL1 RINT1 RMRP RNASEH1 RNF168 RNU4ATAC RNU7-1 ROBO1 RPIA RPL3L RPS20 RRAGD RREB1 RRM2B RSPO1 RTL1 RXYLT1 RYR1 SAMD9 SAR1B SARDH SARS2 SBDS SC5D SCARB2 SCN10A SCN4A SCN4B SCN5A SCNN1A SCNN1B SCNN1G SCO1 SCO2 SCP2 SCYL2 SDHA SDHAF2 SDHB SDHC SDHD SEC24C SEC61A1 SEC63 SECISBP2 SEMA4A SEMA4D SEMA7A SERAC1 SERPINA1 SERPINA6 SERPINE1 SETD2 SETX SGCA SGCB SGCD SGCG SGPL1 SH2B1 SH2D1A SIL1 SKIC2 SKIC3 SLC10A1 SLC11A2 SLC12A1 SLC12A3 SLC12A6 SLC16A1 SLC17A5 SLC19A1 SLC20A2 SLC22A12 SLC22A4 SLC22A5 SLC25A11 SLC25A13 SLC25A15 SLC25A20 SLC25A26 SLC25A36 SLC25A38 SLC25A4 SLC25A42 SLC26A3 SLC26A4 SLC29A3 SLC2A1 SLC2A2 SLC2A3 SLC2A9 SLC30A10 SLC30A2 SLC30A9 SLC31A1 SLC33A1 SLC34A1 SLC34A2 SLC34A3 SLC35A2 SLC36A2 SLC37A4 SLC39A14 SLC39A4 SLC39A8 SLC3A1 SLC40A1 SLC41A1 SLC4A1 SLC4A2 SLC4A4 SLC51A SLC51B SLC52A1 SLC5A1 SLC5A5 SLC6A18 SLC6A19 SLC6A20 SLC6A3 SLC6A6 SLC6A8 SLC7A7 SLCO1B1 SLCO1B3 SLCO2A1 SMAD4 SMARCAL1 SMCHD1 SMPD1 SNTA1 SNX10 SORD SPATA5 SPEG SPIB SPINK1 SPR SPTA1 SPTB SPTBN1 SPTBN4 SQOR SQSTM1 SRP54 STAR STAT2 STAT6 STEAP3 STIM1 STING1 STK11 STOX1 STX11 STX16 STX1A STXBP2 SUCLA2 SUCLG1 SUGCT SUOX SVIL SYK SYNE1 SYNE2 SYNJ1 TAF1A TAFAZZIN TALDO1 TANGO2 TARS2 TAT TBC1D8B TBCD TBCE TBCK TBK1 TBL1X TBL2 TBX1 TBX19 TBX5 TCAP TCEAL1 TCF4 TCIRG1 TDO2 TDP1 TDP2 TERT TF TFAM TFG TFR2 TG THBD THRB TIA1 TIAM1 TICAM1 TIMM22 TIMMDC1 TJP2 TK2 TKFC TKT TLR3 TMEM126B TMEM127 TMEM165 TMEM199 TMEM260 TMEM270 TMEM43 TMEM67 TMEM70 TMPO TMPRSS15 TMPRSS6 TMTC3 TNFRSF11A TNFRSF11B TNFRSF1A TNFRSF9 TNFSF11 TNFSF15 TNNC1 TNNI3 TNNT1 TNNT2 TNPO3 TOP3A TOR1AIP1 TP53 TPM1 TPM2 TPM3 TPO TRAF3 TRAPPC11 TRAPPC2L TRDN TREX1 TRHR TRIM32 TRIO TRIP4 TRMT10C TRMU TRNT1 TRPC6 TRPM6 TRPV4 TSFM TSHB TSHR TTC26 TTN TTPA TTR TUFM TWNK TXNRD2 TYMP UBA1 UBE2A UBE3B UBR1 UCP2 UFD1 UGT1A1 UMOD UNC13D UNC45A UNC93B1 UPB1 UQCRC2 UQCRFS1 UQCRH UROC1 UROD UROS USB1 USP53 USP8 VAC14 VAPB VARS2 VCL VCP VDR VEZF1 VHL VIPAS39 VMA21 VPS13A VPS33A VPS33B VPS37D VPS50 WDR19 WDR35 WDR4 WDR73 WNK1 WNK4 WRN WT1 XDH XIAP XK XRCC4 YARS1 YME1L1 ZBTB20 ZMPSTE24 ZNF699 ZNFX1 ZNRF3 ZPR1 HP_ABNORMAL_CIRCULATING_METHIONINE_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_METHIONINE_CONCENTRATION ABCD4 ADK AHCY CBS FAH GNMT LMBRD1 MAT1A MMACHC MMADHC MTHFR MTR MTRR PRDX1 SKIC3 SLC25A13 TFAM HP_ABNORMAL_CIRCULATING_MONOCARBOXYLIC_ACID_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_MONOCARBOXYLIC_ACID_CONCENTRATION ABCB11 ABCB4 ABCD3 ABCD4 ACAD8 ACAD9 ACADM ACADS AKR1D1 AMACR AP1B1 ATP8B1 CCDC47 COL7A1 COX16 CPT2 DLD DNAJC21 DNM1L DZIP1L EFL1 EHHADH ETHE1 GATM HADH HADHA KIF12 LMBRD1 LYRM7 MCEE MMACHC MMP1 MT-TE MYO5B NADK2 NDUFAF6 NFU1 NR1H4 PEX26 PKHD1 SBDS SCO1 SEMA7A SLC10A1 SLC25A13 SLC25A20 SLC2A2 SLC34A1 SLC51B SLC52A1 SRP54 TALDO1 TANGO2 TJP2 TRMU UNC45A VPS33B VPS50 HP_ABNORMAL_CIRCULATING_NITROGEN_COMPOUND_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_NITROGEN_COMPOUND_CONCENTRATION AASS ACAD9 ACADM ACADVL ACAT1 ADAMTS13 ALDH18A1 ALDOB ALG11 ALG5 ALG8 ALG9 ALMS1 APRT ARG1 ASL ASS1 ATP5F1A ATP5F1B ATP5F1D ATP5F1E ATP5MK ATP7B ATPAF1 ATPAF2 AVPR2 BICC1 BTD C3 CA5A CAD CARS2 CC2D2A CCND1 CD46 CFB CFH CFHR1 CFHR3 CFI CLDN16 COL4A3 COQ7 CORIN COX6B1 CPS1 CPT1A CPT2 CTNS CYC1 DBH DLD DNAJB11 DPYS EHHADH EIF2AK3 ELP1 ERCC4 ERCC6 ERCC8 FAN1 FBP1 FBXL4 FLT1 FOCAD G6PC1 GALNT2 GAMT GANAB GATM GLUD1 GLUL GOT2 GPHN HADH HADHA HADHB HBB HLCS HMGCL HNF1B HNF4A HPRT1 HSD17B10 IARS1 IFT140 INVS LMAN1 LRPPRC MARS1 MCCC1 MCCC2 MCFD2 MECP2 MLIP MMAA MMAB MMACHC MMUT MOCOS MOCS1 MOCS2 MRM2 MRPS22 MRPS7 MT-ATP6 MT-ATP8 MTO1 MUC1 MYC NAGS NBAS NDUFA6 NDUFAF6 NFE2L2 NPHP1 NR1H4 NT5E OCRL OTC PAX2 PCBD1 PCCA PCCB PDHB PFKM PHKA2 PHKB PIGA PKD1 PKD2 PNP POLG PPARG PRPS1 PYGL PYGM REN RINT1 SARS2 SEC61A1 SERAC1 SH2B1 SLC22A12 SLC22A5 SLC25A13 SLC25A15 SLC25A20 SLC25A36 SLC25A42 SLC2A2 SLC2A9 SLC34A1 SLC37A4 SLC41A1 SLC4A1 SLC4A2 SLC7A7 STOX1 TANGO2 THBD TMEM260 TMEM70 TNFRSF11A TNFRSF11B TREX1 TSFM TTC26 TUFM TYMP UMOD UQCRC2 UQCRH WDR19 XDH ZPR1 HP_ABNORMAL_CIRCULATING_NON_PROTEINOGENIC_AMINO_ACID_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_NON_PROTEINOGENIC_AMINO_ACID_CONCENTRATION AASS ADK ALDH18A1 ALDH5A1 APP ASS1 ATP5F1A CA5A CPS1 DMGDH MPO MRM2 MT-ATP6 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TK MT-TL1 MT-TV MT-TW NOS3 OAT OTC PCK1 PLAU SLC25A13 SLC25A15 SLC7A7 UPB1 USP53 HP_ABNORMAL_CIRCULATING_NUCLEOBASE_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_NUCLEOBASE_CONCENTRATION ACAT1 ALDOB ALMS1 ATP7B CLDN16 CTNS DPYS EHHADH FBP1 G6PC1 GATM GPHN HMGCL HNF1B HNF4A HPRT1 LMAN1 MCFD2 MOCOS MOCS1 MOCS2 MUC1 MYC NDUFAF6 OTC PFKM PHKA2 PHKB PNP POLG PPARG PRPS1 PYGL PYGM REN SARS2 SEC61A1 SH2B1 SLC22A12 SLC2A2 SLC2A9 SLC34A1 SLC37A4 TNFRSF11A TNFRSF11B TYMP UMOD XDH HP_ABNORMAL_CIRCULATING_ORNITHINE_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_ORNITHINE_CONCENTRATION AASS ALDH18A1 CA5A OAT SLC25A15 HP_ABNORMAL_CIRCULATING_OSTEOCALCIN_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_OSTEOCALCIN_LEVEL AVP CCDC134 COL2A1 ESR1 FAM20A FN1 SLC34A1 SLC34A3 HP_ABNORMAL_CIRCULATING_PHENYLALANINE_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_PHENYLALANINE_CONCENTRATION FTCD GCH1 IMPDH2 NR4A2 PAH PCBD1 PTS QDPR SPR HP_ABNORMAL_CIRCULATING_PHYTANIC_ACID_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_PHYTANIC_ACID_CONCENTRATION AMACR PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PHYH HP_ABNORMAL_CIRCULATING_PORPHYRIN_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_PORPHYRIN_CONCENTRATION ALAD ALAS2 CLPX CPOX ERCC8 FECH GATA1 PPOX UROD UROS HP_ABNORMAL_CIRCULATING_PROGESTERONE_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_PROGESTERONE_LEVEL CYP11B1 CYP17A1 EIF2B1 FOXL2 HSD3B2 POR HP_ABNORMAL_CIRCULATING_PROLINE_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_PROLINE_CONCENTRATION ALDH18A1 ALDH4A1 ATP5F1A CA5A COX10 COX16 COX5A LIPT1 NDUFB10 NDUFC2 PDP1 PRODH SLC36A2 SLC6A18 SLC6A19 SLC6A20 SLC7A7 TARS2 TNFRSF11B HP_ABNORMAL_CIRCULATING_PROTEINOGENIC_AMINO_ACID_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_PROTEINOGENIC_AMINO_ACID_CONCENTRATION AASS ABCD4 ADK AHCY ALDH18A1 ALDH4A1 AMT ARG1 ASL ASNS ASS1 ATP5F1A ATP5F1B BCAT2 BCKDHA BCKDHB BCKDK BCS1L BOLA3 CA5A CBS CD320 COX10 COX16 COX5A COX8A CPS1 DBT DLD FAH FTCD GCH1 GLDC GLRX5 GLS GLUL GLYCTK GNMT GPHN GUCY2D HAL HCFC1 HPD IBA57 IMPDH2 IRF6 KYNU LIPT1 LMBRD1 MAT1A MCCC1 MCCC2 MCEE MDH1 MICU1 MMAA MMAB MMACHC MMADHC MMUT MTHFD1 MTHFR MTR MTRR NADK2 NAGS NDUFB10 NDUFC2 NFE2L2 NFS1 NFU1 NR4A2 OTC PAH PCBD1 PCCA PCCB PDP1 PET117 PHGDH PNPO PPM1K PRDX1 PRODH PSAT1 PSPH PTS QDPR SARDH SKIC3 SLC19A1 SLC25A13 SLC30A10 SLC36A2 SLC6A18 SLC6A19 SLC6A20 SLC7A7 SPR SUCLG1 TALDO1 TARS2 TAT TDO2 TFAM TNFRSF11B UROC1 HP_ABNORMAL_CIRCULATING_PROTEINOGENIC_AMINO_ACID_DERIVATIVE_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_PROTEINOGENIC_AMINO_ACID_DERIVATIVE_CONCENTRATION ALDH4A1 ASPA ATP5F1A ATP5F1D ATP5F1E ATP5MK ATPAF1 ATPAF2 BCKDHA BCKDHB CA5A COQ9 COX10 COX16 COX5A COX6B1 COX8A CTH DBT DNM1L DTYMK FBP1 FBXL4 FOCAD GAMT HS6ST2 KARS1 LIG3 LIPT2 LMBRD1 LYRM7 MICOS13 MIPEP MMACHC MRPL3 MRPS14 MRPS2 MT-ATP6 MT-ATP8 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TK MT-TL1 MT-TV MT-TW MTHFR MTO1 NAGS NDUFA13 NDUFB10 NDUFC2 NDUFS4 NFS1 NGLY1 PC PDHA1 PDHX PDP1 POLG PRDX1 RRM2B SCO1 SERAC1 SLC25A13 SLC25A4 SLC7A7 TARS2 TMEM126B TMEM70 TRMT10C TYMP UQCRC2 VARS2 HP_ABNORMAL_CIRCULATING_PROTEIN_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_PROTEIN_CONCENTRATION AASS ABCA1 ABCC8 ABCC9 ABCG8 ABHD5 ACAD9 ACADM ACADVL ACSL5 ACTA1 ACTC1 ACTN2 ACTN4 ADA2 ADK ADSS1 AFP AGL AGPAT2 AGXT AHCY AIFM1 ALB ALDOA ALG1 ALG12 ALG14 ALG2 ALG6 ALG8 AMACR AMPD1 AMPD3 ANKFY1 ANKRD1 ANLN ANO5 ANXA11 AP1B1 AP1S1 AP1S3 AP5Z1 APOA1 APOC2 APOL1 APPL1 APTX AR ARHGAP24 ARHGDIA ARPC1B ASAH1 ATM ATP5F1D ATP6V0A2 ATP6V1A ATP6V1E1 ATP7A ATP7B B2M B3GALNT2 B4GALT1 B4GAT1 BAG3 BAG5 BAZ1B BCL10 BCL7B BCS1L BICD2 BIN1 BLK BMP2 BMP6 BMPR1A BSCL2 BUD23 BVES C19orf12 C1QB C1QBP C2orf69 CA2 CACNA1S CAP2 CAPN3 CARD10 CASK CASQ1 CASR CAV1 CAV3 CAVIN1 CBLIF CCBE1 CCDC115 CCDC78 CCN6 CCND1 CCT5 CD244 CD2AP CD55 CEL CFL2 CFTR CHCHD10 CHKB CIDEC CIITA CLIP2 CNBP CNOT1 CNTN1 COA7 COG2 COG6 COG7 COG8 COL12A1 COL25A1 COL4A1 COL4A3 COL6A1 COL6A2 COL6A3 COL7A1 COL9A3 COPA COQ2 COQ8B COX16 COX20 CP CPA1 CPOX CPT1A CPT2 CRB2 CRLF1 CRPPA CRYAB CSF2RA CSF2RB CSRP3 CTLA4 CTNNB1 CTRC DAAM2 DAG1 DCLRE1C DCXR DEF6 DES DGAT1 DGKE DGUOK DHCR7 DHX16 DMD DMGDH DNA2 DNAJB4 DNAJB6 DNAJC21 DNAJC30 DNM2 DNMT3B DOK7 DOLK DPAGT1 DPM1 DPM2 DPM3 DSG1 DSG2 DSP DUOX2 DUOXA2 DUX4 DUX4L1 DYSF EARS2 EFL1 EIF2AK3 EIF4H ELF4 ELN EMD EMP2 ENO3 EPG5 ERCC4 ERGIC1 FAH FAM111B FARSA FARSB FDX2 FGFR3 FHL1 FHL2 FKBP14 FKBP6 FKRP FKTN FLAD1 FLI1 FLNC FN1 FOCAD FOS FOXI1 FOXP3 FRG1 FTH1 FTL G6PD GAA GABRA3 GAPVD1 GATA1 GATAD1 GATB GATC GBE1 GCK GFER GFPT1 GGPS1 GIPC1 GLIS3 GLRX5 GMPPB GNE GNPTAB GNPTG GOLGA2 GOSR2 GPR35 GTF2I GTF2IRD1 GTF2IRD2 GYG1 HACD1 HADH HADHA HADHB HAMP HAND2 HAVCR2 HBB HESX1 HEXB HFE HHAT HINT1 HJV HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRB1 HMOX1 HNF1A HNF4A HNRNPA1 HNRNPA2B1 HNRNPDL HSPG2 IARS1 IFIH1 IFNG IFNGR1 IGFALS IL10 IL12A IL12RB1 IL1RN IL36RN IL37 IL6 IL6R IL6ST INF2 INPP5K INS INSR IRF5 IRF8 ISCA1 ISCU ITGA3 ITGA7 ITGB2 ITGB4 ITK IYD JAG2 JPH2 KARS1 KBTBD13 KCNA1 KCNE3 KCNJ10 KCNJ11 KCNJ18 KCNN4 KIF12 KIF23 KIT KLF1 KLF11 KLHL41 KLHL9 KLKB1 KNG1 KRT14 KRT5 KY LACC1 LAMA1 LAMA2 LAMA4 LAMB2 LAMP2 LARGE1 LARS2 LDB3 LDHA LHX3 LHX4 LIMK1 LIMS2 LIPE LMNA LMOD2 LMOD3 LPIN1 LPL LRP12 LTBP4 LYRM7 LYST MAD2L2 MAGI2 MATR3 MB MCM10 MEFV MEGF10 MET METTL27 MGME1 MICOS13 MICU1 MIEF2 MIF MKS1 MLIP MLXIPL MMEL1 MPDU1 MPI MPV17 MPZ MST1 MSTO1 MT-CO1 MT-CO3 MT-TE MT-TL1 MT-TL2 MT-TN MT-TS1 MTMR14 MTTP MVK MYBPC3 MYF6 MYH14 MYH6 MYH7 MYL1 MYL2 MYMK MYO1E MYO5B MYOT MYPN NAB2 NARS2 NCF1 NCF4 NEB NEFH NEFL NEUROD1 NEXN NFKBIL1 NFS1 NGLY1 NLRC4 NLRP1 NLRP12 NLRP3 NOS1 NOS1AP NOTCH2NLC NPHS1 NPHS2 NPPA NPR2 NR1H4 NSUN2 NUP107 NUP133 NUP160 NUP205 NUP37 NUP85 NUP93 OBSCN OCRL ORAI1 OSGEP OTUD5 OTULIN PABPN1 PAPPA2 PAX2 PAX4 PAX8 PDK3 PDSS2 PDX1 PET100 PEX6 PFKM PGAM2 PGM1 PHKA1 PHKA2 PHKB PHKG2 PIEZO1 PIEZO2 PIGA PIGN PIGY PIK3CG PIK3R5 PITRM1 PKD2 PKHD1 PKLR PLA2G6 PLCE1 PLEC PLEKHG5 PLG PLIN4 PLN PLVAP PLXNA1 PMM2 PNKP PNPLA2 POGLUT1 POLG POLG2 POLRMT POMGNT1 POMGNT2 POMK POMP POMT1 POMT2 POPDC3 POU1F1 POU2AF1 PPARG PPCS PRDM16 PRF1 PRKCD PROP1 PRPS1 PRSS1 PRSS2 PRTN3 PRUNE1 PSEN1 PSEN2 PSMB8 PSTPIP1 PTEN PTPN22 PTPRO PUS1 PYGM PYROXD1 QRICH1 QRSL1 RAF1 RAG1 RAG2 RASA1 RBCK1 RBM20 RBP4 RFC2 RFX5 RFXANK RFXAP RHAG RHCE RHD RILPL1 RNASEH1 RNF168 RNU7-1 RPL3L RRM2B RXYLT1 RYR1 SAR1B SBDS SCARB2 SCN4A SCN5A SCO2 SCYL2 SDHA SDHD SEMA4D SERPINA1 SERPINE1 SETX SGCA SGCB SGCD SGCG SGPL1 SH2D1A SIL1 SKIC3 SLC12A6 SLC16A1 SLC19A1 SLC22A4 SLC22A5 SLC25A13 SLC25A20 SLC25A36 SLC25A38 SLC25A4 SLC25A42 SLC26A4 SLC2A1 SLC30A10 SLC30A9 SLC31A1 SLC33A1 SLC34A1 SLC34A2 SLC34A3 SLC35A2 SLC39A14 SLC40A1 SLC4A1 SLC4A4 SLC5A5 SLC7A7 SLCO2A1 SMAD4 SMCHD1 SPEG SPIB SPINK1 SPTBN4 SQOR SQSTM1 SRP54 STAT2 STAT6 STEAP3 STIM1 STING1 STK11 STX11 STX1A STXBP2 SUCLA2 SUGCT SUOX SVIL SYK SYNE1 SYNE2 SYNJ1 TAF1A TAFAZZIN TANGO2 TBC1D8B TBCD TBK1 TBL2 TCAP TCF4 TDP1 TF TFAM TFG TFR2 TG THRB TIA1 TICAM1 TIMM22 TK2 TKFC TLR3 TMEM165 TMEM199 TMEM270 TMEM43 TMPO TMPRSS15 TMPRSS6 TMTC3 TNFRSF1A TNFSF15 TNNC1 TNNI3 TNNT1 TNNT2 TNPO3 TOP3A TOR1AIP1 TPM1 TPM2 TPM3 TPO TRAF3 TRAPPC11 TRAPPC2L TRHR TRIM32 TRIP4 TRMU TRPC6 TRPV4 TSFM TSHB TSHR TTC26 TTN TTR TWNK TXNRD2 UBA1 UBR1 UCP2 UNC13D UNC93B1 UQCRFS1 UROS USB1 VAC14 VAPB VCL VCP VEZF1 VMA21 VPS13A VPS33A VPS37D WDR4 WDR73 WT1 XIAP XK YME1L1 ZBTB20 ZNFX1 HP_ABNORMAL_CIRCULATING_SERINE_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_SERINE_CONCENTRATION PHGDH PSAT1 PSPH SLC25A13 SLC7A7 HP_ABNORMAL_CIRCULATING_SERINE_FAMILY_AMINO_ACID_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_SERINE_FAMILY_AMINO_ACID_CONCENTRATION ALDH4A1 AMT ATP5F1A BOLA3 COX8A GLDC GLRX5 GLYCTK IBA57 IRF6 MMAA MMAB MMUT NFS1 NFU1 PCCA PCCB PET117 PHGDH PNPO PSAT1 PSPH SARDH SLC25A13 SLC30A10 SLC36A2 SLC6A18 SLC6A19 SLC6A20 SLC7A7 SUCLG1 HP_ABNORMAL_CIRCULATING_SEX_HORMONE_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_SEX_HORMONE_CONCENTRATION AKT1 ALG6 ALMS1 ANOS1 AR B4GALNT1 BAP1 BMP15 BMP6 BNC1 BTG4 CDKN2A CEP112 CHD7 CLN3 CPE CTDP1 CTNNB1 CYB5A CYP11A1 CYP11B1 CYP17A1 DCAF17 DHH DHX37 DMRT3 DMXL2 DUSP6 EIF2B1 ESR1 ESR2 FANCM FEZF1 FGD1 FGF17 FGF8 FGFR1 FKBP6 FOXL2 FSHB FSHR GATA4 GCNA GDF9 GNAS GNRH1 GNRHR HFE HS6ST1 HSD3B2 INSR KISS1 KISS1R LARS2 LEP LEPR LGR4 LHB MAP3K1 MC2R MCM9 MRAP MRPS22 MSH4 NDNF NF2 NFKB2 NHLH2 NNT NR0B1 NR2F2 NR3C1 NR5A1 NSMF NUP107 PDGFB PIK3CA POLA1 POLR3A POLR3H POR PRKAR1A PROK2 PROKR2 PSMC3IP RBM28 SEMA3A SLC39A4 SMARCB1 SMARCE1 SMO SOHLH1 SOX9 SPIDR SPRY4 SRY STAG3 STAR SUFU SYCE1 TAC3 TACR3 TAF4B TERT TP53 TP63 TRAF7 TXNRD2 VAMP7 WDR11 WNT4 WT1 WWOX XRCC2 ZFPM2 ZMYND15 ZNRF3 ZSWIM7 HP_ABNORMAL_CIRCULATING_SULFUR_AMINO_ACID_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_SULFUR_AMINO_ACID_CONCENTRATION AASS ABCD4 ADK AHCY CBS CD320 FAH GNMT GPHN HCFC1 LMBRD1 MAT1A MCEE MMACHC MMADHC MTHFD1 MTHFR MTR MTRR NFE2L2 PRDX1 SKIC3 SLC19A1 SLC25A13 TFAM HP_ABNORMAL_CIRCULATING_T4_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_T4_CONCENTRATION ALG8 ALMS1 DUOX2 DUOXA2 GLIS3 HESX1 IYD KCNJ18 LHX3 LHX4 MAGEL2 NDN OCA2 PAX8 POU1F1 PROP1 SECISBP2 SLC5A5 SNRPN TG THRB TPO TRHR TSHB TSHR HP_ABNORMAL_CIRCULATING_TESTOSTERONE_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_TESTOSTERONE_CONCENTRATION AKT1 ANOS1 AR B4GALNT1 BAP1 BMP6 CEP112 CHD7 CPE CYB5A CYP11B1 CYP17A1 DCAF17 DHH DHX37 DMRT3 DMXL2 DUSP6 ESR1 FANCM FEZF1 FGD1 FGF17 FGF8 FGFR1 FKBP6 FSHB FSHR GATA4 GCNA GNAS GNRH1 GNRHR HFE HS6ST1 HSD3B2 INSR KISS1 KISS1R LEP LEPR LGR4 LHB MAP3K1 MSH4 NDNF NF2 NHLH2 NR0B1 NR2F2 NR3C1 NR5A1 NSMF PDGFB PIK3CA POLA1 POLR3A PRKAR1A PROK2 PROKR2 RBM28 SEMA3A SLC39A4 SMARCB1 SMARCE1 SMO SOX9 SPRY4 SRY SUFU SYCE1 TAC3 TACR3 TAF4B TERT TRAF7 VAMP7 WDR11 WNT4 WT1 WWOX ZFPM2 ZMYND15 HP_ABNORMAL_CIRCULATING_THYROGLOBULIN_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_THYROGLOBULIN_LEVEL DUOX2 DUOXA2 FOXI1 GLIS3 HESX1 IYD KCNJ10 LHX3 LHX4 PAX8 POU1F1 PROP1 SLC26A4 SLC35A2 SLC5A5 TG THRB TPO TRHR TSHB TSHR HP_ABNORMAL_CIRCULATING_THYROID_HORMONE_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_THYROID_HORMONE_CONCENTRATION ALB ALG8 ALMS1 CPE DIO1 DUOX2 DUOXA2 FOCAD GLIS3 HESX1 IRS4 IYD KCNJ18 LHX3 LHX4 MADD MAGEL2 NDN NKX2-5 OCA2 PAX8 POU1F1 PROP1 SECISBP2 SLC5A5 SNRPN TBL1X TG THRA THRB TPO TRHR TSHB TSHR USP9X HP_ABNORMAL_CIRCULATING_TYROSINE_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_TYROSINE_CONCENTRATION BCS1L FAH HPD PNPO SLC25A13 TAT TFAM HP_ABNORMAL_CIRCULATING_VITAMIN_E_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CIRCULATING_VITAMIN_E_CONCENTRATION AKR1D1 AMACR APOB CYP7A1 DNAJC21 DZIP1L EFL1 FOCAD GBA2 GPR35 MST1 MTTP PKHD1 SBDS SEMA4D SLC30A10 SLC51B SRP54 TCF4 TTPA HP_ABNORMAL_CLAVICLE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CLAVICLE_MORPHOLOGY ALX4 AMER1 ANTXR1 ARSK ATP7A B4GALT7 BANF1 BCOR BGN BMPR1A CBFB CDC42BPB CDC45 CDC6 CDT1 CEP120 CHD4 CHRNG COL11A1 COL2A1 CSPP1 CTSK DCHS1 DLK1 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLT2B EFNB1 EYA1 FAT4 FBXL3 FGFR1 FGFR2 FGFR3 FIG4 FKBP10 FLNA FLNB GJA1 GLI3 GMNN HHAT HOXD13 HPGD IDUA IFT140 IFT172 IFT80 IFT81 INPPL1 INTU KIAA0586 KIAA0753 KIF7 LBR LEMD2 LMNA LRP5 LRRK1 MBD5 MEG3 MMP14 MMP2 MSX2 MYSM1 NAA10 NEK1 NSDHL ORC1 ORC4 ORC6 PAX1 PCNT PIGL PORCN PTDSS1 PTEN PTH1R RBM8A RNU12 RNU4ATAC RSPO2 RTL1 RUNX2 SALL4 SCARF2 SETBP1 SH3PXD2B SKI SLC26A2 SLC35D1 SOST SRCAP TBCE TBX15 TBX3 TBX5 TNFRSF11A TNFRSF11B TRIP11 TRPV4 TTC21B TWIST1 VAC14 WDR19 WNT3 WNT7A XYLT1 ZMPSTE24 HP_ABNORMAL_CNS_MYELINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CNS_MYELINATION AARS1 ABAT ABCD1 ACBD5 ACER3 ACOX1 ACTL6B ACY1 ADAR ADARB1 ADAT3 ADGRG1 ADSL AHCY AHDC1 AIFM1 AIMP1 AIMP2 ALDH3A2 ALDH5A1 ALDH6A1 ALDH7A1 ALG13 ALG14 ALG2 ALG8 ALG9 ALS2 AP3D1 ARF1 ARID1B ARNT2 ARSA ARX ASH1L ASPA ATP11A ATP1A3 ATP6AP2 ATP6V1A ATP9A ATXN2 BCAP31 BCAS3 BCS1L BMP4 BOLA3 BRAT1 C18orf32 C2CD3 C2orf69 CACNA1I CARS1 CDC40 CDK19 CHAMP1 CHKA CLCN3 CLCN7 CLDN11 CLPB CLTC CLTCL1 CNOT3 CNTNAP1 COA8 COPB2 COX14 COX6B1 CSF1R CTC1 CTNNB1 CTSK CUL3 CYB5A CYB5R3 CYP27A1 D2HGDH DAG1 DALRD3 DARS1 DARS2 DDOST DDX6 DHX30 DHX37 DNM1L DOHH DPAGT1 DYRK1A EARS2 EDNRB EIF2AK2 EIF2B1 ELOVL1 ELOVL4 EPRS1 ERCC1 ERCC2 ERCC3 ERCC6 ERCC8 EXOC2 EXOC8 EXOSC1 EXOSC2 EXOSC5 EZH2 FA2H FANCB FANCL FAR1 FBP2 FBXL4 FBXO28 FCSK FOCAD FOXP1 FOXRED1 FRMD5 FRMPD4 FUCA1 FUS FZR1 GAA GABRA2 GABRA5 GABRG2 GALC GAN GDAP1 GEMIN4 GET4 GFAP GJC2 GLRX5 GLS GLUL GLYCTK GNAO1 GNB2 GOLGA2 GPT2 GRIK2 GRM7 GTF2E2 GTF2H5 GTPBP3 H4C5 HCFC1 HEXB HIKESHI HLA-DQB1 HLA-DRB1 HS2ST1 HSD17B4 HSPD1 HTRA1 HYCC1 IBA57 IDUA IER3IP1 IFIH1 INSR INTU ISCA1 ISCA2 ITPA KARS1 KCNC2 KCNN2 KCNT1 KDM1A KIDINS220 KIF5A L2HGDH LEMD2 LIAS LIPT1 LIPT2 LMNB1 LMX1B LRPPRC LSM11 MADD MAT1A MCOLN1 MDH2 MED17 MED27 MLYCD MMACHC MMUT MORC2 MPLKIP MT-ND1 MT-ND2 MT-ND3 MTHFS MTTP NACC1 NADK2 NAE1 NARS1 NARS2 NCDN NDUFA1 NDUFA11 NDUFA6 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB9 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NEDD4L NEUROD2 NGLY1 NKX6-2 NMNAT1 NOTCH2NLC NRCAM NRROS NUBPL NUP133 NUP188 PARS2 PC PDCD1 PDYN PEX1 PEX10 PEX13 PEX16 PEX19 PEX7 PGAP1 PGAP2 PGAP3 PGM3 PHACTR1 PHGDH PI4KA PIBF1 PIGG PIGL PIGO PIGS PIGU PIGV PIGW PIGY PKDCC PLEKHG2 PLP1 PLPBP PNPT1 POGZ POLR1C POLR2A POLR3A POLR3B POU3F3 PPFIBP1 PPIL1 PPP1R15B PPP2CA PPP2R1A PPP3CA PRF1 PRKDC PRMT7 PRPS1 PRUNE1 PSAP PTEN PURA PYCR2 QARS1 RAB11B RAB3GAP1 RARS1 RBM8A REPS1 RERE RFX7 RHOBTB2 RMND1 RNASEH2A RNASEH2B RNASEH2C RNASET2 RNF113A RNF13 RNF220 RNU7-1 SAMHD1 SDHB SETD1A SHANK3 SHPK SIGMAR1 SIN3A SLC12A5 SLC16A2 SLC1A2 SLC1A4 SLC25A12 SLC2A1 SLC33A1 SLC35A2 SLC35B2 SLC6A1 SMG9 SMPD1 SMPD4 SNIP1 SNORD118 SOX10 SP110 SPATA5 SPG11 SPTAN1 SPTBN1 SPTLC1 STAMBP STXBP1 SUMF1 TAF13 TAF2 TAOK1 TARS1 TBC1D24 TBCD TGFB1 TIAM1 TIMM22 TIMMDC1 TKFC TMEM106B TMEM126B TMEM147 TMEM163 TMEM240 TMEM63A TMTC3 TNPO2 TNR TPR TRAPPC11 TRAPPC2L TREM2 TREX1 TRIM8 TRMT10A TRMT5 TRNT1 TRRAP TTC26 TUBB4A TUFM TXN2 UBA5 UFC1 UGDH UPB1 VPS11 VPS33A WARS1 WARS2 WDR26 YIF1B YME1L1 YRDC YY1 ZC4H2 ZMIZ1 ZNF148 ZNF335 ZNF526 HP_ABNORMAL_COAGULATION_FACTOR_V_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_COAGULATION_FACTOR_V_ACTIVITY AHCY F5 LMAN1 MCFD2 SLC37A4 HP_ABNORMAL_COCCYX_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_COCCYX_MORPHOLOGY COLEC10 COLEC11 DCHS1 FAT4 MASP1 SH3PXD2B TAF1 TBX15 TRPV4 HP_ABNORMAL_COCHLEA_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_COCHLEA_MORPHOLOGY ARSG CDH23 CEP78 CIB2 CLRN1 COCH COL4A6 DDX11 ESPN EYA1 FOXI1 FOXP2 GREB1L HAAO HARS1 KCNJ10 MT-TS2 MYO7A NDP ORC1 PCDH15 PEX6 PI4KB POU3F4 SETBP1 SIX1 SIX5 SLC26A4 SRCAP TIMM8A TRRAP USH1C USH1G HP_ABNORMAL_COLUMELLA_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_COLUMELLA_MORPHOLOGY ACTB ACTG1 AFF3 AIMP2 ALG9 ALX3 ALX4 ARSL ASXL3 ATN1 ATP6V1E1 B3GLCT BICRA CAPN15 CDC42BPB CDH11 CENPF CHST14 CKAP2L CLCN3 CLP1 CREBBP CTCF CTNNB1 CWC27 DNMT3A EDEM3 EP300 ERF EXOSC2 FLI1 GJA1 GJA5 GJA8 H3-3B H4C5 HDAC4 HIVEP2 HNRNPH2 HNRNPR ITCH KAT6A KCNH1 KCTD1 KDM3B KDM5B KDM6A KMT2A KMT2D KMT5B KNL1 LIFR LMBR1 MADD MAN2C1 MBD5 MGAT2 NAA10 NALCN NOG PCDHGC4 PIK3C2A POC1A PPP1R21 PQBP1 RAC1 RDH11 RHOBTB2 RPS6KA3 RYR1 SCNM1 SETD2 SHH SMARCA2 SMG9 SOX11 SRCAP TAF6 TBCD TGDS THOC6 THUMPD1 TRIO TRIP12 TSPEAR TWIST1 UBE2A ZEB2 ZMIZ1 ZNF148 ZSWIM6 HP_ABNORMAL_COMMUNICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_COMMUNICATION AARS1 AASS ABCA7 ABHD16A ACAD8 ACADM ACADS ACBD5 ACOX1 ACOX2 ACSF3 ACSL4 ACTB ACTG1 ACTL6B ADAM22 ADAMTS2 ADAMTSL2 ADAR ADARB1 ADAT3 ADCY5 ADD3 ADGRG1 ADGRL1 ADK ADNP ADSL AFF2 AGA AGO1 AGO2 AGTPBP1 AHDC1 AIFM1 AIMP1 AIMP2 ALDH18A1 ALDH4A1 ALDH5A1 ALDH7A1 ALDOA ALG11 ALG12 ALG13 ALG14 ALG2 ALMS1 AMER1 AMFR AMMECR1 AMN AMPD2 ANK3 ANKRD11 ANKRD17 AP1G1 AP1S2 AP2M1 AP3B2 AP4B1 APC2 APP ARF1 ARFGEF1 ARFGEF2 ARHGAP29 ARHGEF2 ARHGEF38 ARID1A ARID1B ARID2 ARL13B ARL6 ARMC9 ARPC4 ARV1 ARX ASH1L ASPA ASPM ASXL1 ASXL2 ASXL3 ATAD3A ATG7 ATM ATN1 ATP10A ATP1A2 ATP1A3 ATP5F1A ATP5F1D ATP6AP2 ATP6V0A1 ATP6V0A2 ATP6V1A ATP6V1E1 ATP9A ATXN3 AUH AUTS2 B3GALT6 BAP1 BBS1 BBS9 BCAS3 BCL11B BCORL1 BCR BIN1 BLTP1 BMP4 BMPR1B BPTF BRAT1 BRCA1 BRF1 BRPF1 BRWD3 BSCL2 BTK C12orf4 C19orf12 C2CD3 CACNA1A CACNA1B CACNA1C CACNA1E CACNA1G CACNA1I CACNA2D1 CACNA2D2 CAMK2A CAMK2B CAMK2G CAMTA1 CARS1 CARS2 CASK CASZ1 CBL CC2D1A CCDC103 CCDC174 CCDC28B CCDC39 CCDC40 CCDC47 CCDC65 CCDC88A CCND2 CCNK CCNO CDC42 CDH1 CDK10 CDK13 CDK19 CDKL5 CDKN1C CDON CELF2 CENPJ CEP63 CERS1 CFAP221 CFAP298 CFAP300 CFAP418 CFAP74 CHAMP1 CHD2 CHD3 CHD5 CHD8 CHKA CHKB CHMP1A CHMP2B CIC CIT CKAP2L CLCN3 CLCN4 CLDN11 CLIC2 CLN5 CLN8 CLP1 CLPB CLTC CNKSR2 CNNM2 CNOT1 CNOT2 CNTNAP1 CNTNAP2 COA8 COBLL1 COG1 COG4 COG5 COG6 COG8 COL1A1 COL1A2 COL3A1 COPB1 COX10 COX20 COX7B CPLX1 CRADD CRAT CRBN CREBBP CRKL CSNK2A1 CSPP1 CTBP1 CTCF CTNNA2 CUBN CUL3 CUL4B CUX1 CUX2 CWC27 CWF19L1 CYFIP2 CYLD DAG1 DALRD3 DARS2 DCC DCLRE1B DCPS DCX DDX6 DEAF1 DEGS1 DENND5A DHDDS DHPS DHTKD1 DHX30 DISP1 DLG1 DLG3 DLK1 DLL1 DLX4 DMD DMPK DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAJC12 DNAL1 DNM1 DNM1L DNMT3A DOCK3 DOCK6 DOCK7 DOHH DOLK DPAGT1 DPF2 DPH5 DPM2 DPP9 DPYD DPYS DPYSL5 DRC1 DYM DYNC1H1 DYNC1I2 DYNC2I2 DYRK1A EARS2 EBF3 EBP EED EEF1A2 EFTUD2 EHMT1 EIF2AK1 EIF2AK2 EIF2S3 EIF3F EIF4A3 ELP2 EMC1 EMC10 EN1 EP300 ERCC2 ERF ERLIN2 ERMARD EXOSC2 EXOSC3 EXOSC5 EXT2 EXTL3 EZH2 FANCF FAR1 FARS2 FBLN1 FBXL3 FBXO11 FBXO28 FBXW11 FBXW7 FDXR FGF12 FGF13 FGF8 FGFR1 FIBP FIG4 FKRP FKTN FLCN FLII FLNA FMN2 FMR1 FOCAD FOXG1 FOXH1 FOXJ1 FOXP1 FOXP2 FOXRED1 FRA10AC1 FRMD4A FRMPD4 FRRS1L FTCD FTSJ1 FZR1 GABBR2 GABRA2 GABRA5 GABRB2 GABRD GABRG2 GALE GALNT2 GALT GAMT GAS1 GAS2L2 GAS8 GATAD2B GATM GCDH GEMIN4 GEMIN5 GET4 GFM1 GFM2 GJA1 GJA5 GJA8 GJB1 GLB1 GLI2 GLRA2 GLS GLYCTK GMNN GMPPA GMPPB GNAI1 GNAI3 GNAO1 GNAS GNB1 GNB2 GNB5 GNE GNPTAB GNS GOLGA2 GORAB GOT2 GPAA1 GPC3 GPC4 GPHN GPT2 GRB10 GRHL3 GRIA1 GRIA2 GRIA3 GRIA4 GRID2 GRIK2 GRIN1 GRIN2A GRIN2B GRIN2D GRM1 GRN GSX2 GUF1 H3-3A H4C11 H4C5 HACE1 HCCS HCN1 HCN4 HDAC4 HDC HECW2 HEPACAM HERC1 HERC2 HID1 HIKESHI HIVEP2 HK1 HMGA2 HNF1B HNMT HNRNPA1 HNRNPA2B1 HNRNPH1 HNRNPH2 HNRNPK HNRNPU HOXA2 HOXB1 HS2ST1 HS6ST2 HSD17B10 HSPG2 HTT HUWE1 HYDIN IARS1 IFIH1 IFT172 IFT27 IFT74 IGF1R IGF2 INPP5E INTS1 INTS8 INTU IQSEC1 IQSEC2 IRAK1 IREB2 IRF2BPL IRF6 ISCA2 ITPR1 JAG1 JAG2 KANSL1 KARS1 KAT6A KAT6B KAT8 KCNA1 KCNA2 KCNA4 KCNAB2 KCNB1 KCNC2 KCNH1 KCNJ10 KCNK4 KCNMA1 KCNN2 KCNQ5 KCNT1 KCTD7 KDM1A KDM3B KDM4B KDM5B KDM5C KDM6B KIAA0586 KIAA0753 KIDINS220 KIF15 KIF1A KIF4A KIF5C KLHL15 KMT2A KMT2B KMT2C KMT2D KMT2E KMT5B KNL1 KPNA3 KPTN KRAS KYNU L1CAM LAGE3 LAMA1 LARGE1 LAS1L LEMD3 LHX1 LIG4 LINGO1 LINS1 LIPT2 LMAN2L LMBRD2 LMNB1 LMNB2 LMX1B LNPK LRP5 LRPPRC LRRC32 LRRC56 LSS LTBP4 LUZP1 MAB21L1 MACF1 MADD MAGEL2 MAN2B1 MAN2C1 MAP1B MAPK1 MAPRE2 MAPT MARS1 MAST1 MBD5 MBOAT7 MCIDAS MCM3AP MCOLN1 MCTP2 MDH2 MECP2 MED12 MED12L MED13 MED13L MED23 MED25 MED27 MEF2C MEG3 MEIS2 MESD METTL5 MFF MFSD2A MFSD8 MICOS13 MICU1 MINPP1 MKRN3 MKS1 MMP23B MN1 MORC2 MPDU1 MRAS MRE11 MRPL12 MRPS14 MRPS34 MSL3 MSTO1 MSX1 MT-ATP6 MT-ND1 MT-ND2 MT-ND3 MTFMT MTHFS MTPAP MYO9A MYT1L NAA15 NACC1 NAGS NALCN NARS1 NAXD NBEA NBN NCAPD2 NCAPG2 NCDN NDE1 NDN NDST1 NDUFA1 NDUFA11 NDUFA13 NDUFA4 NDUFA6 NDUFA8 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB9 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NECAP1 NECTIN1 NEDD4L NEK1 NEK10 NEMF NEUROD2 NEXMIF NF1 NFE2L2 NFIB NFIX NGLY1 NHLRC2 NIPA1 NIPA2 NIPBL NLGN3 NLGN4X NME5 NME8 NODAL NONO NOTCH3 NOVA2 NPAP1 NR2F1 NR4A2 NRAS NSD1 NSDHL NSRP1 NSUN2 NTNG1 NTNG2 NTRK2 NUBPL NUDT2 NUP107 NUP54 NUP62 NUS1 NXN OCA2 ODAD1 ODAD2 ODAD3 ODAD4 ODC1 OFD1 OGDH OPHN1 ORC6 OSGEP OTOG OTUD6B OXR1 PACS1 PACS2 PAFAH1B1 PAK1 PAK3 PANK2 PARS2 PBX1 PCDH19 PCGF2 PCYT2 PDE2A PDE4D PDGFRA PDPN PDZD8 PEX1 PGAP1 PGAP2 PGAP3 PGK1 PGM2L1 PHF21A PHF8 PHKA2 PHKB PHKG2 PI4KA PIGA PIGF PIGG PIGM PIGN PIGO PIGP PIGS PIGV PIGW PIK3R1 PLA2G6 PLAA PLAG1 PLCB4 PLCH1 PLEC PLK4 PLP1 PLPBP PMM2 PMPCA PMPCB PNPT1 POGZ POLA1 POLR1D POLR3B POLR3K POLRMT POMGNT2 POMT1 POMT2 POR POT1 POU3F3 POU4F1 PPFIBP1 PPIL1 PPM1D PPP1CB PPP2CA PPP2R1A PPP2R5D PPP3CA PRDM16 PRKAR1B PRKCZ PRKD1 PRKRA PRMT7 PRNP PRODH PRPS1 PRR12 PRUNE1 PSEN1 PSEN2 PSMB1 PSMC1 PSMD12 PSMG2 PTCH1 PTEN PTS PUF60 PUM1 PURA PUS3 PUS7 PWAR1 PWRN1 PYCR1 PYCR2 QRICH1 RAB11B RAB18 RAB3GAP2 RAB5IF RAC1 RAI1 RALA RALGAPA1 RARS1 RARS2 REPS1 RERE RFC1 RFX7 RHOBTB2 RIC1 RIMS2 RLIM RMND1 RNASET2 RNF113A RNF125 RNU7-1 ROGDI RORA RORB RPGR RPL10 RPS6KA3 RRM2B RRP7A RSPH1 RSPH3 RSPH4A RSPH9 RSPRY1 RSRC1 RTL1 RTTN RUBCN RUSC2 RYR1 RYR3 SAT1 SATB1 SATB2 SCN1A SCN3A SCN4A SCN8A SCNM1 SDHA SDHAF1 SDHB SDHD SEC23A SELENOI SEMA6B SERAC1 SET SETBP1 SETD1A SETD1B SETD2 SETD5 SF3B4 SFXN4 SGCB SH2B1 SHANK3 SHH SHMT2 SHQ1 SHROOM4 SIAH1 SIK1 SIK3 SIM1 SIN3A SIX3 SKI SLC12A2 SLC12A6 SLC13A5 SLC16A2 SLC17A5 SLC1A2 SLC1A3 SLC1A4 SLC25A1 SLC25A12 SLC25A13 SLC25A36 SLC25A42 SLC25A46 SLC2A1 SLC2A3 SLC30A9 SLC33A1 SLC35A2 SLC35B2 SLC35C1 SLC38A3 SLC39A14 SLC44A1 SLC6A1 SLC6A17 SLC6A19 SLC6A3 SLC6A8 SLC9A6 SLC9A7 SLITRK1 SLITRK2 SMAD6 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMG9 SMO SMS SNAP25 SNORD115-1 SNORD116-1 SNRPN SNX14 SOBP SOD1 SORL1 SOX11 SOX4 SOX5 SPAG1 SPARC SPART SPATA5 SPEF2 SPEG SPEN SPOP SPP1 SPR SPRED1 SPTBN1 SPTBN2 SPTBN4 SQSTM1 SRCAP SRPX2 ST3GAL3 ST3GAL5 STAG1 STAG2 STAT4 STIL STK36 STRADA STT3A STX1B STXBP1 SUOX SUPT16H SVBP SYNGAP1 SYNJ1 SYT1 SZT2 TAF1 TAF2 TAF8 TANC2 TANGO2 TAOK1 TARS2 TBC1D20 TBC1D23 TBC1D24 TBC1D7 TBCD TBCE TBCK TBK1 TBL1XR1 TBR1 TBX1 TBX4 TCEAL1 TCF20 TCF4 TCTN2 TDGF1 TECR TELO2 TENM3 TENT5A TET3 TFE3 TGIF1 TH THOC2 THOC6 THRB THUMPD1 TIAM1 TIMM50 TIMMDC1 TINF2 TKFC TKT TLK2 TM4SF20 TMCO1 TMEM106B TMEM126B TMEM147 TMEM163 TMEM222 TMEM231 TMEM63C TMEM94 TMLHE TMTC3 TNIK TNNT1 TNPO2 TNR TNRC6B TOE1 TOGARAM1 TOMM40 TOR1A TP53RK TP63 TPK1 TPP1 TPRN TRAF7 TRAK1 TRAPPC10 TRAPPC11 TRAPPC14 TRAPPC2L TRAPPC6B TRAPPC9 TREM2 TREX1 TRIM8 TRIO TRIP12 TRIP4 TRIT1 TRMT1 TRPM3 TRPV6 TRRAP TSEN15 TSHR TSPAN7 TSPOAP1 TTC12 TTC5 TTI2 TTN TUBA8 TUBB TUBB2A TUBB3 TUBB4A TUBG1 TWIST1 TWIST2 TWNK UBA2 UBA5 UBB UBE2A UBE3A UBE3B UBE4A UBE4B UBTF UFC1 UFM1 UFSP2 UGP2 UGT1A1 UNC80 UQCRQ USP27X USP7 USP9X VAC14 VARS1 VCP VLDLR VPS11 VPS33A VPS37A VPS41 VPS4A WAC WARS1 WARS2 WASF1 WASHC4 WDR26 WDR37 WDR4 WDR45 WDR45B WDR62 WDR73 WDR81 WIPI2 WLS WWOX XPR1 XRCC4 XYLT1 YARS1 YIF1B YME1L1 YWHAG YY1 ZBTB11 ZBTB18 ZBTB20 ZBTB7A ZC4H2 ZEB2 ZIC2 ZMIZ1 ZMYM2 ZMYND10 ZMYND11 ZNF142 ZNF292 ZNF407 ZNF462 ZNF711 ZSWIM6 HP_ABNORMAL_CONJUGATE_EYE_MOVEMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CONJUGATE_EYE_MOVEMENT AARS1 AASS ABCB7 ABCC8 ABCC9 ABCD1 ABHD5 ACADSB ACKR3 ACO2 ACOX1 ACOX2 ACSL4 ADA2 ADAMTS3 ADARB1 ADAT3 ADD3 ADGRG1 ADNP ADPRS ADSL AEBP1 AFF3 AFF4 AGK AGO1 AGO2 AGRN AGTPBP1 AHCY AHDC1 AHI1 AIMP1 AKT1 ALDH18A1 ALDH1A3 ALDH3A2 ALDH4A1 ALDH7A1 ALG1 ALG11 ALG12 ALG2 ALG3 ALG6 ALG9 ALS2 ALX3 ALX4 AMMECR1 AMPD2 ANAPC7 ANKRD11 ANKRD17 ANTXR1 AP1G1 AP1S2 AP3B1 AP3D1 AP4B1 AP4E1 AP4M1 AP4S1 APC APC2 ARCN1 ARHGAP31 ARHGEF2 ARID1A ARID1B ARID2 ARL13B ARL3 ARL6 ARMC9 ARNT2 ARPC4 ARVCF ARX ASCL1 ASH1L ASNS ASXL1 ASXL3 ATAD3A ATG7 ATIC ATM ATOH7 ATP13A2 ATP1A2 ATP1A3 ATP2B3 ATP5F1A ATP5F1D ATP5F1E ATP5MK ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 ATP8A2 ATP9A ATPAF1 ATPAF2 ATR ATRX ATXN1 AUTS2 B3GALNT2 B3GAT3 B9D1 B9D2 BAP1 BAZ1B BBS1 BBS9 BCAP31 BCAS3 BCL11A BCL7B BCOR BCORL1 BEST1 BICRA BLOC1S3 BLOC1S5 BLTP1 BPTF BRAF BRCA1 BRCA2 BRD4 BRF1 BRIP1 BRPF1 BUD23 C9orf72 CA8 CABP4 CACNA1A CACNA1B CACNA1F CACNA1G CACNA2D2 CACNA2D4 CAMK2A CAMK2B CAMK2G CAMTA1 CARS1 CASK CASZ1 CBL CBY1 CC2D2A CCDC174 CCDC28B CCDC88C CCNQ CD96 CDC42 CDC42BPB CDC45 CDCA7 CDH11 CDH2 CDH3 CDK13 CDK8 CDKL5 CDON CENPJ CEP104 CEP120 CEP152 CEP290 CEP41 CEP83 CEP85L CHAMP1 CHAT CHCHD10 CHD3 CHD7 CHMP1A CHN1 CHRNA7 CHRNE CHRNG CHST14 CHST3 CLCN3 CLCN4 CLCN6 CLDN11 CLDN16 CLDN19 CLIP2 CLP1 CLTCL1 CLTRN CNOT3 COG1 COG5 COG8 COL11A1 COL11A2 COL12A1 COL13A1 COL18A1 COL1A2 COL25A1 COL2A1 COL4A1 COL4A2 COL6A1 COL6A2 COL6A3 COL8A2 COLEC11 COMT COQ8A CPLANE1 CPLX1 CPSF3 CRB1 CREBBP CRIPT CRPPA CRYAA CSPP1 CTBP1 CTCF CTDP1 CTNNB1 CTSK CWF19L1 CYB5A CYB5R3 CYP1B1 DAB1 DACT1 DCC DCN DCTN1 DDB1 DDB2 DDHD2 DDOST DDX3X DDX59 DDX6 DEAF1 DGUOK DHCR24 DHCR7 DHODH DHX30 DHX37 DISP1 DKC1 DLAT DLG3 DLG4 DLK1 DLL1 DLL4 DMXL2 DNAJC30 DNM1L DNMBP DNMT3A DOCK6 DOHH DOLK DPAGT1 DPF2 DPM1 DPM2 DPP6 DPYD DPYSL5 DSE DVL1 DVL3 DYNC2LI1 DYRK1A EBF3 EBP EDEM3 EFNB1 EIF2AK2 EIF2AK3 EIF2S3 EIF3F EIF4H ELN ELOVL4 EMC1 EOGT EP300 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ERF ERLIN2 ERMARD EVC EVC2 EXOC8 EXOSC1 EXOSC2 EXOSC3 EXOSC5 EXOSC8 EXOSC9 EXT2 EZH2 FA2H FAM149B1 FAM50A FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FARS2 FBLN5 FBN1 FBXL3 FBXO11 FBXO28 FBXW11 FBXW7 FCSK FGD1 FGF10 FGF14 FGF3 FGF8 FGFR1 FGFR2 FGFR3 FGFRL1 FIBP FIG4 FKBP6 FKRP FKTN FLI1 FLII FLNA FMR1 FN1 FOXC1 FOXE3 FOXH1 FOXL2 FOXP1 FOXP2 FOXRED1 FRMD4A FRMD5 FRMPD4 FTL FUS FZD2 FZD4 GABRD GALC GALNT2 GAN GAS1 GATA1 GATA4 GATAD2B GBA1 GDF5 GFPT1 GGCX GGT1 GJA1 GJA5 GJA8 GJB6 GJC2 GK GLI1 GLI2 GLRB GLRX5 GMNN GMPPA GMPPB GNA14 GNAO1 GNAQ GNAS GNAT1 GNB1 GNB2 GNB3 GOLGA2 GP1BB GPC4 GPR143 GPR179 GRHL2 GRIA1 GRIA4 GRID2 GRIK2 GRIN1 GRK1 GRM1 GRM6 GRM7 GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 H1-4 H3-3A H4C11 H4C3 H4C5 H4C9 HACE1 HADHA HDAC8 HEATR3 HECW2 HERC2 HESX1 HHAT HIBCH HID1 HIRA HK1 HLA-DQB1 HMGB3 HMX1 HNRNPH1 HNRNPH2 HNRNPR HNRNPU HOXA1 HOXA13 HOXB1 HPDL HPS3 HPS5 HPS6 HRAS HSD17B4 HSPD1 HSPG2 HUWE1 HYLS1 IARS2 IDH3A IFT27 IFT74 IGF1R IKBKG IL1RAPL1 INPP5E INPP5K INTS1 IQSEC2 IRF2BPL ISCA1 JAG1 JMJD1C KANSL1 KAT5 KAT6A KAT8 KATNIP KCNA1 KCNAB2 KCNC3 KCNE5 KCNJ13 KCNMA1 KCNN2 KCNV2 KDM1A KDM5B KDM5C KDM6A KDM6B KIAA0586 KIAA0753 KIDINS220 KIF14 KIF15 KIF21A KIF22 KIF7 KLF13 KMT2A KMT2B KMT2D KRAS KRT10 KRT25 KRT71 KRT74 L1CAM L2HGDH LAGE3 LAMA1 LAMB2 LARGE1 LARP7 LARS2 LBR LCA5 LETM1 LGI4 LIG4 LIMK1 LIPH LMBRD2 LMNB1 LMX1B LONP1 LPAR6 LRAT LRIT3 LRMDA LRP5 LRPPRC LRRC32 LUZP1 LYRM7 LYST LZTR1 MAB21L1 MAB21L2 MACF1 MAD2L2 MADD MAFB MAGEL2 MAN1B1 MAN2B1 MAP2K1 MAP2K2 MAP3K7 MAPK8IP3 MAPRE2 MAPT MBD5 MC1R MCM3AP MCOLN1 MCTP2 MDH2 MECR MED11 MED12 MED12L MED13 MED13L MED25 MEF2C MEG3 METTL27 METTL5 MFRP MID1 MID2 MKRN3 MKS1 MLXIPL MMP23B MN1 MPDU1 MPDZ MPLKIP MRAS MRPS2 MRPS34 MT-ATP6 MT-ATP8 MT-ND1 MT-ND2 MT-ND3 MTFMT MTOR MTRFR MYF5 MYH3 MYO1H MYO5A MYO9A MYOD1 NAGA NALCN NANS NAXE NBAS NCAPG2 NCDN NCF1 NDN NDP NDST1 NDUFA1 NDUFA11 NDUFA6 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB9 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NEDD4L NEK9 NELFA NEU1 NEUROD2 NEXMIF NF1 NFIX NGLY1 NHLRC2 NHS NIPBL NKX6-2 NMNAT1 NODAL NOG NONO NOP56 NOTCH1 NPAP1 NPC1 NPC2 NPHP1 NR2F1 NRAS NRCAM NRXN1 NSD1 NSD2 NSDHL NSMF NSUN2 NT5C2 NTNG2 NUBPL NUP133 NXN NYX OCA2 OCRL OFD1 OPA1 OPHN1 ORC1 OSGEP OTUD5 OTX2 OVOL2 P4HTM PACS1 PACS2 PAH PAK1 PAK2 PALB2 PAX2 PAX3 PAX6 PBX1 PCDHGC4 PCYT1A PDCD6IP PDE4D PDE6B PDE6D PDPN PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PGAP2 PGAP3 PGM2L1 PHF21A PHGDH PHIP PHOX2A PHOX2B PI4KA PIBF1 PIDD1 PIEZO2 PIGG PIGL PIGN PIGO PIGP PIGQ PIGT PIGU PIGV PIGW PIGY PIK3R1 PIK3R5 PITX2 PLA2G6 PLK4 PLOD1 PLP1 PLPBP PLXNA1 PLXND1 PMM2 PNKP PNPLA6 PNPT1 POGZ POLA1 POLG POLR1B POLR1C POLR1D POLR2A POLR3A POLR3B POLRMT POMGNT1 POMK POMT1 POMT2 PORCN POU3F4 POU4F1 PPM1D PPP1R12A PPP1R21 PPP2R5D PQBP1 PRDM13 PRDM16 PRKACA PRKACB PRKAR1A PRKAR1B PRKCZ PRMT7 PRNP PROKR2 PRPS1 PRR12 PRSS12 PRSS56 PSAP PSMC3 PSMD12 PTCH1 PTCH2 PTEN PTPN11 PTRH2 PUF60 PURA PUS3 PUS7 PWAR1 PWRN1 PYCR2 PYROXD1 RAB11B RAB39B RAB3GAP2 RAD21 RAD51 RAD51C RAF1 RAI1 RASA2 RAX RBL2 RBM8A RBPJ RECQL4 RERE RET REV3L RFC2 RFWD3 RHO RHOA RIC1 RIT1 RMRP RNASEH1 RNF113A RNF135 RNF2 ROBO1 ROBO3 ROR2 RORA RP1L1 RPE65 RPGRIP1L RPL10 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS6KA3 RPS7 RRAS RRAS2 RREB1 RRM2B RSPRY1 RTL1 SAG SALL1 SALL2 SALL4 SAMD9L SARDH SATB2 SBF1 SCN1B SCN2A SCN4A SCN8A SCNM1 SCO2 SCUBE3 SEC23A SEC24C SEMA3E SET SETBP1 SETD2 SETD5 SETX SF3B2 SGPL1 SHANK3 SHH SHMT2 SHOC2 SHROOM4 SIAH1 SIGMAR1 SIK1 SIL1 SIM1 SIN3A SIX3 SIX6 SKI SLC12A6 SLC16A2 SLC17A5 SLC18A3 SLC1A3 SLC24A1 SLC25A1 SLC25A22 SLC25A24 SLC25A4 SLC25A46 SLC2A1 SLC2A10 SLC30A9 SLC32A1 SLC35A2 SLC35C1 SLC37A4 SLC38A8 SLC39A8 SLC44A1 SLC5A7 SLC6A19 SLC6A8 SLC9A6 SLC9A7 SLX4 SMAD3 SMAD4 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMG8 SMG9 SNAP25 SNIP1 SNORD115-1 SNORD116-1 SNRPN SOBP SON SOS1 SOS2 SOST SOX11 SOX2 SOX3 SOX4 SOX5 SPATA5 SPATA7 SPECC1L SPEN SPG11 SPG7 SPOP SPRED2 SPTBN1 SPTBN2 SPTLC1 SQSTM1 SRCAP SREBF1 SSR4 STAG1 STRADA STT3A STX1A STXBP1 SUCLA2 SUCLG1 SUFU SUPT16H SYNE1 SYNGAP1 SYNJ1 SYT1 SYT2 TAF1 TAF2 TANGO2 TAOK1 TARDBP TARS1 TASP1 TBC1D23 TBC1D24 TBC1D2B TBC1D7 TBCD TBCK TBK1 TBL1XR1 TBL2 TBX1 TBX15 TBX4 TCEAL1 TCF12 TCF20 TCF4 TCOF1 TCTN1 TCTN2 TCTN3 TDGF1 TDO2 TELO2 TENM3 TET3 TFAP2A TFAP2B TFE3 TGFBI TGFBR1 TGFBR2 TGIF1 THG1L THOC2 TIMM50 TIMMDC1 TKFC TKT TLK2 TMCO1 TMEM126A TMEM126B TMEM138 TMEM216 TMEM218 TMEM222 TMEM231 TMEM237 TMEM240 TMEM270 TMEM53 TMEM63C TMEM67 TMEM94 TMEM98 TNPO2 TOGARAM1 TOPORS TOR1A TRAF3IP1 TRAPPC11 TRAPPC6B TREX1 TRIM37 TRIM8 TRIO TRIP11 TRIP12 TRIT1 TRPM1 TRPM3 TSEN15 TSR2 TTI2 TUBA1A TUBB2B TUBB3 TUBGCP4 TUBGCP6 TWIST1 TWIST2 TWNK TYR TYRP1 UBA2 UBAP1 UBE2A UBE2T UBE3A UBE3B UBE4B UBR1 UFC1 UFD1 UFSP2 UNC80 USP7 USP9X VAMP1 VCP VLDLR VPS13A VPS13B VPS37D VPS50 VPS51 VPS53 VRK1 VSX1 WAC WARS2 WASF1 WASHC4 WDR11 WDR26 WDR35 WDR45 WDR73 WDR81 WNT5A WT1 XPA XPC XRCC2 YAP1 YARS2 YME1L1 YY1 ZBTB20 ZC4H2 ZDHHC9 ZEB1 ZEB2 ZFHX4 ZIC1 ZIC2 ZMIZ1 ZNF292 ZNF407 ZNF408 ZNF423 ZSWIM6 HP_ABNORMAL_CONJUNCTIVA_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CONJUNCTIVA_MORPHOLOGY AARS1 ACVRL1 AEBP1 AIRE AKT1 ANO10 AP1B1 AP1G1 ASAH1 ASPH ATM BLNK BTD BTK BTNL2 C4A CARS1 CCR1 CD19 CD79A CD79B COL17A1 COL7A1 CR2 CTSA DACT1 DDB2 DKC1 DNASE1L3 ENG ERAP1 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ERF FAS FBN1 FERMT1 FGF10 FGFR1 FGFR2 FGFR3 FH FOXC2 FUCA1 GALNT3 GATA1 GDF2 GJB2 GJB6 GLA GNAQ GNAS GSN GTF2E2 GTF2H5 HLA-B HLA-DRB1 HLCS HMOX1 IARS2 ICOS IFNGR1 IGHM IGLL1 IGSF3 IKZF1 IL10 IL12A IL12A-AS1 IL23R KAT6A KLLN KLRC4 KRAS KRT1 KRT10 KRT14 KRT4 LAMA3 LBR LIG1 LRBA LRRC8A MAB21L1 MANBA MAPT MASP1 MBTPS2 MEFV MMP1 MPLKIP MTTP NAGA NBN NLRP1 NLRP3 NOD2 PAX1 PCNA PEX6 PIEZO1 PIGA PIK3CA PIK3R1 PITX2 PKHD1 PLG POLH PSMB4 PSMB8 PSMB9 PTEN RAG1 RAG2 RECQL RNF113A RNF125 RNF168 SALL1 SAMD9 SASH1 SCN9A SDHB SDHC SDHD SEC23B SETX SF3B2 SHMT2 SLC39A4 SLC39A7 SLCO1B1 SLCO1B3 SMAD4 SPI1 SREBF1 STAT4 STX11 STX16 TACSTD2 TARS1 TCF3 TFRC TKT TLR4 TNFRSF13B TNFRSF13C TNFRSF1A TP63 UBAC2 UBR1 UROD UROS USB1 USF3 VPS33A WAS WIPF1 XPA XPC HP_ABNORMAL_CONNECTION_OF_THE_CARDIAC_SEGMENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CONNECTION_OF_THE_CARDIAC_SEGMENTS ACVR2B ALX1 ALX3 ARHGAP31 ARID1A ARID1B ARID2 ARVCF ATP2B1 ATP6V1B2 BAZ1B BCL7B BCOR BICRA BMP2 BRAF BRCA1 BRCA2 BRIP1 BUD23 CACNA1C CASZ1 CCDC103 CCDC22 CCDC39 CCDC40 CCDC65 CCNO CCNQ CDK8 CDON CFAP221 CFAP298 CFAP300 CFAP53 CFAP74 CFC1 CHD4 CHD7 CHRM3 CHUK CIROP CITED2 CLIP2 COMT COX7B CXCR2 CXCR4 DACT1 DDX11 DDX3X DDX59 DGCR2 DGCR6 DGCR8 DISP1 DLL1 DLL4 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAJC30 DNAL1 DOCK6 DPF2 DPYSL5 DRC1 EHMT1 EIF2AK3 EIF4H ELN EOGT ERCC4 ESS2 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FGF8 FGFR1 FIG4 FKBP6 FKTN FLT4 FOXC2 FOXF1 FOXH1 FOXJ1 GABRD GAS1 GAS2L2 GAS8 GATA1 GATA4 GATA5 GATA6 GDF1 GJA1 GJA5 GJA8 GLI2 GNB2 GNPAT GP1BB GPC3 GPC4 GTF2I GTF2IRD1 GTF2IRD2 HIBCH HIRA HLA-B HLA-DRB1 HSPG2 HYDIN INTU IPO8 JAG1 JMJD1C KCNAB2 KDR LIMK1 LMNA LRPPRC LRRC56 LUZP1 MAD2L2 MAPKAPK5 MCIDAS MCTP2 MED13L MEGF8 METTL27 MKKS MLXIPL MMP14 MMP2 MMP21 MMP23B MYRF NADSYN1 NCF1 NEK10 NIPA1 NIPA2 NKX2-5 NKX2-6 NME5 NME8 NODAL NOTCH1 NOTCH2 NR2F2 NXN ODAD1 ODAD2 ODAD3 ODAD4 OFD1 OTUD5 P4HA2 PAH PALB2 PDPN PEX19 PHGDH PIGL PIGN PKD1L1 PLCH1 PLD1 PLXND1 PQBP1 PRDM16 PRKCZ PTCH1 PTPN22 PUF60 QRICH1 RAB23 RAD21 RAD51 RAD51C RAI1 RBM10 RBM8A RBPJ RERE RFC2 RFWD3 RNU4ATAC ROBO1 ROR2 RPGR RPL11 RPL5 RRAS2 RREB1 RSPH1 RSPH3 RSPH4A RSPH9 SALL1 SALL4 SEC24C SEMA3E SF3B2 SF3B4 SH3PXD2B SHH SIX3 SKI SKIC2 SKIC3 SLC35A2 SLC37A4 SLX4 SMAD2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMG9 SOX11 SOX4 SPAG1 SPECC1L SPEF2 SPEN SRCAP STAG2 STK36 STRA6 STX1A SUFU TAB2 TBC1D24 TBL2 TBX1 TBX2 TDGF1 TGIF1 TMEM260 TMEM270 TMEM94 TRAF7 TTC12 TUBG1 UBE2A UBE2T UBE4B UFD1 VAC14 VPS35L VPS37D WASHC5 WT1 XRCC2 ZEB2 ZFPM2 ZIC2 ZIC3 ZMPSTE24 ZMYND10 ZNF462 HP_ABNORMAL_CONSUMPTION_BEHAVIOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CONSUMPTION_BEHAVIOR ABCC8 ACAT1 ADCY3 ADNP AGPAT2 AGRN ALMS1 AQP2 ARID1A ARID1B ARID2 ARNT2 ASH1L ATP10A ATP5F1B AVP AVPR2 BBS9 BRAF BSCL2 BSND CACNA1A CACNA1D CASR CASZ1 CDC73 CDK13 CHAT CHD8 CISD2 CLCNKB CLDN10 CLDN16 COL13A1 CTNNB1 CTNS CYP11B1 CYP11B2 DCDC2 DHPS DNM1 DPF2 DPYD DZIP1L ELP2 EZH2 FGFR1 FOXG1 GABRD GNAS GPR101 GRB10 GRN HERC2 HESX1 HNF1A HNF1B HPSE2 HSD11B2 HSPG2 HTT IFT74 IL6 INSR IRF4 ITPR3 KCNAB2 KCNJ1 KCNJ10 KCNJ11 KCNJ5 KL LARP7 LEP LEPR LRIG2 LUZP1 LZTFL1 MAGEL2 MAN1B1 MAPT MBD5 MC4R MEIS2 MEN1 MKRN3 MMP23B MN1 MYO9A MYT1L NDN NEXMIF NKX2-1 NLRP3 NPAP1 NPHP1 NPHP3 NPHP4 NTRK2 OCA2 OTX2 PACS1 PCDH19 PCSK1 PDPN PDSS1 PGM2L1 PKHD1 PLA2G6 POMC PRDM16 PREPL PRKCZ PROKR2 PSEN1 PTPN22 PWAR1 PWRN1 RERE RFX7 SATB2 SCN4A SETD2 SH2B1 SIM1 SKI SLC12A3 SLC18A3 SLC25A1 SLC25A13 SLC2A3 SLC3A1 SLC41A1 SLC5A2 SLC5A7 SLC7A7 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SNAP25 SNORD115-1 SNORD116-1 SNRPN SOX11 SOX2 SOX3 SOX4 SPEN SUPT16H SYNGAP1 SYT2 TMEM67 TRANK1 UBE3A UBE4B UCP2 VAMP1 WFS1 YY1 ZNF699 ZSWIM6 HP_ABNORMAL_CONUS_TERMINALIS_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CONUS_TERMINALIS_MORPHOLOGY ARPC4 CPLX1 CREBBP CTBP1 CTNNB1 DARS1 EXT1 EXT2 FGFRL1 HAAO HNRNPH1 KDM1A LETM1 MNX1 NCAPG2 NELFA NFIA NOTCH3 NSD2 PIGG PIK3CA PRMT7 RAD51 RASA1 SALL1 SUPT16H TRAF7 TRAPPC14 VANGL1 ZMYM2 HP_ABNORMAL_CORNEAL_ENDOTHELIUM_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CORNEAL_ENDOTHELIUM_MORPHOLOGY AGBL1 COL8A2 CYP1B1 FOXC1 FOXE3 GRHL2 KCNJ13 LCA5 LRAT OVOL2 PAX6 PITX2 RPE65 SLC4A11 SPATA7 TCF4 VSX1 ZEB1 HP_ABNORMAL_CORNEAL_EPITHELIUM_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CORNEAL_EPITHELIUM_MORPHOLOGY AARS1 ABCA12 AEBP1 AIRE ALDH3A2 ALOX12B ALOXE3 BTNL2 C4A CARS1 CCR1 CERS3 CHST6 CLTCL1 COL17A1 COL4A3 COL4A4 COL4A5 COL4A6 COL7A1 CRLF1 CTNS DCN DDB2 ELP1 EPCAM ERAP1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 FAS FBN1 FERMT1 FGF10 FGFR2 FGFR3 FOXC2 GATA1 GJB2 GJB6 GSN GTF2E2 GTF2H5 HLA-B HLA-DRB1 HLCS IARS2 IFNGR1 IKBKG IKZF1 IL10 IL12A IL12A-AS1 IL23R IL6ST KIFBP KLRC4 KRT3 LBR LMNA MAB21L1 MBTPS2 MEFV MMP1 MPLKIP MPV17 MTTP NGLY1 NIPAL4 NLRP1 NLRP3 NOD2 NTRK1 PAX6 PERCC1 PLCG2 PLEC PNPLA1 POLH PRDM12 PRDM5 RECQL RIPK4 RNF113A RNF125 SCN9A SDR9C7 SLC35C1 SLC39A4 SPINT2 SREBF1 STAT4 SULT2B1 TARS1 TAT TGFBI TGM1 TLR4 TP63 TWIST2 UBAC2 UROD UROS WAS WIPF1 WT1 XPA XPC ZEB1 ZMPSTE24 ZNF469 HP_ABNORMAL_CORNEAL_REFLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CORNEAL_REFLEX ALG11 CLTCL1 DST ELP1 IL6ST KIF1A LIFR NTRK1 RETREG1 SCN9A WNK1 ZFHX2 HP_ABNORMAL_CORNEAL_STROMA_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CORNEAL_STROMA_MORPHOLOGY ABCA1 ABCG8 AIRE ALDH18A1 ANKRD55 APOA1 APOA2 APOB APOE ASAH1 B4GAT1 CD247 CHRDL1 CHST6 COL18A1 COL8A2 CTNS CTSA CYP1B1 CYP4V2 DDB2 EPHX2 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ESCO2 FLG FOXC1 FOXE3 GALNS GBA1 GHR GLB1 GNAS GNPTAB GNPTG GRHL2 IDS IDUA IL2RA IL2RB JAG1 KERA KRAS KRT12 LCAT LDLR LIFR LIPC LZTR1 MBTPS2 MCOLN1 MMP2 NAGA NDP NLRP3 NOD2 NTRK1 OCLN OVOL2 PAX6 PCSK9 PDGFRB PEX1 PEX2 PEX5 PITX2 PITX3 POMGNT1 PPP1R17 PRDX3 PSMB8 PTPN2 PTPN22 RAB23 RIPK4 SC5D SLC29A3 SLC4A11 SLC4A4 SMARCAL1 SOS2 SREBF1 STAT4 STS TACSTD2 TCF4 TEK TGFBI TRAPPC2 TRPV3 TRPV4 UBIAD1 VSX1 VSX2 WDR73 WT1 XPA XPC ZEB1 HP_ABNORMAL_CORNEA_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CORNEA_MORPHOLOGY AARS1 ABCA1 ABCA12 ABCA4 ABCG8 ACTB ACTG1 ADAMTS18 ADNP AEBP1 AGBL1 AGBL5 AGK AHI1 AHR AIPL1 AIRE AKT1 ALDH18A1 ALDH3A2 ALOX12B ALOXE3 ANK1 ANKRD11 ANKRD55 ANTXR1 AP1B1 AP3D1 APC2 APOA1 APOA2 APOB APOE ARCN1 ARHGEF18 ARHGEF2 ARID1B ARL2 ARL2BP ARL3 ARL6 ARPC4 ARSB ARSG ARVCF ASAH1 ASH1L ATAD3A ATOH7 ATP7B B3GALNT2 B3GALT6 B3GLCT B4GAT1 B9D1 B9D2 BAP1 BAZ1B BBS1 BBS2 BBS9 BCL7B BCOR BEST1 BLOC1S3 BMP4 BRCA1 BRCA2 BRD4 BRIP1 BTNL2 BUB1 BUB1B BUB3 BUD23 C1QBP C4A CA4 CACNA1F CAMK2B CAMSAP1 CAMTA1 CARS1 CC2D2A CCDC28B CCDC47 CCR1 CD247 CDH11 CDHR1 CENPF CEP290 CEP57 CEP78 CERKL CERS3 CFAP418 CHD3 CHD4 CHMP1A CHN1 CHRDL1 CHST14 CHST6 CHUK CLDN11 CLDN16 CLDN19 CLIP2 CLRN1 CLTCL1 CNGA1 CNGA3 CNGB1 COL11A1 COL17A1 COL18A1 COL1A1 COL1A2 COL25A1 COL3A1 COL4A1 COL4A3 COL4A4 COL4A5 COL4A6 COL5A1 COL5A2 COL7A1 COL8A2 COL9A1 COL9A2 COL9A3 COLEC10 COMT COX7B CPAMD8 CPLX1 CRB1 CREBBP CRLF1 CRPPA CRX CRYAA CRYBA4 CRYBB1 CRYBB2 CRYGC CRYGD CSPP1 CTBP1 CTCF CTDP1 CTNS CTSA CYP1B1 CYP4V2 DACT1 DAG1 DCN DDB2 DDR2 DEAF1 DGCR2 DGCR6 DGCR8 DHCR7 DHDDS DHX38 DNAI1 DNAJC21 DNAJC30 DPAGT1 DPYD DSE DST DYM DYRK1A EBF3 EBP EDEM3 EIF4H ELN ELP1 EMC1 EP300 EPCAM EPHX2 ERAP1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ESCO2 ESS2 EXOSC2 EXOSC5 EYS FAM161A FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAS FBLN5 FBN1 FBXW7 FERMT1 FGD1 FGF10 FGF3 FGFR1 FGFR2 FGFR3 FIBP FIG4 FKBP14 FKBP6 FKRP FKTN FLG FLI1 FLII FLNA FLNB FOXC1 FOXC2 FOXE3 FOXL2 FRAS1 FSCN2 FUCA1 FZD4 GALNS GALNT2 GATA1 GATAD2B GBA1 GDF6 GHR GJA1 GJA8 GJB2 GJB3 GJB4 GJB6 GLA GLB1 GLRB GMPPB GNAQ GNAS GNB5 GNPTAB GNPTG GORAB GP1BB GPR143 GRHL2 GRIA1 GSN GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GUCA1B GUCY2D GUSB H1-4 HARS1 HCCS HDAC4 HDAC8 HGSNAT HIRA HK1 HLA-B HLA-DRB1 HLCS HMGB3 HMX1 HRAS HS2ST1 HSPG2 IARS2 IDH3A IDH3B IDS IDUA IFNGR1 IFT140 IFT172 IFT88 IKBKG IKZF1 IL10 IL12A IL12A-AS1 IL23R IL2RA IL2RB IL6ST IMPDH1 IMPG1 IMPG2 INTS1 IQCB1 IQSEC2 JAG1 JAM2 JMJD1C KAT6A KCNJ13 KCNMA1 KCNV2 KDM5B KDM6A KDSR KERA KIAA1549 KIDINS220 KIF11 KIFBP KIZ KLHL7 KLRC4 KMT2B KMT2D KRAS KRT12 KRT14 KRT3 KRT5 LAMA3 LAMB3 LAMC2 LARGE1 LBR LCA5 LCAT LDLR LETM1 LIFR LIG4 LIMK1 LIPC LMBRD2 LMNA LMX1B LRAT LRP5 LTBP2 LZTR1 MAB21L1 MAB21L2 MAD2L2 MAF MAFB MAG MAK MAN2B1 MAP3K7 MAPK8IP3 MAPKAPK5 MAPRE2 MARK3 MBD5 MBTPS2 MCOLN1 MED25 MEFV MEGF8 MERTK METTL27 MIR184 MITF MKS1 MLXIPL MMP1 MMP14 MMP2 MPLKIP MPV17 MT-CYB MT-TS2 MTTP MYO1H MYORG NAA10 NAGA NCAPG2 NCF1 NDP NDUFB11 NEK2 NELFA NEU1 NEUROD2 NFIX NGLY1 NHS NIPAL4 NIPBL NLRP1 NLRP3 NMNAT1 NOD2 NOG NOTCH2 NR2E3 NR2F1 NRAS NRL NSD1 NSD2 NTRK1 OCLN OCRL OFD1 OPN1LW OPN1MW OTUD5 OTX2 OVOL2 P4HTM PACS2 PALB2 PAX2 PAX6 PBX1 PCARE PCSK9 PCYT1A PDE6A PDE6B PDE6G PDGFB PDGFRB PDZD8 PERCC1 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PIEZO2 PIGG PIGL PIGN PIGQ PIGT PIK3R1 PIKFYVE PITX2 PITX3 PLCB3 PLCG2 PLEC PLK4 PLOD1 PLXND1 PNPLA1 POGZ POLA1 POLH POLR3A POLR3GL POMGNT1 POMGNT2 POMK POMT1 POMT2 PORCN PPP1R12A PPP1R17 PPP2CA PPP2R5D PRCD PRDM12 PRDM5 PRDX3 PRKAR1B PRMT7 PROM1 PRPF3 PRPF31 PRPF4 PRPF6 PRPF8 PRPH2 PRR12 PRSS56 PSMB8 PTEN PTPN2 PTPN22 PXDN PYCR1 RAB18 RAB23 RAB3GAP1 RAB3GAP2 RAD21 RAD51 RAD51C RAI1 RAX RBM8A RBP3 RBP4 RD3 RDH12 RECQL RECQL4 REEP6 RERE REV3L RFC2 RFWD3 RGR RHO RHOA RIPK4 RLBP1 RNF113A RNF125 RNF2 RNU4ATAC ROBO3 ROM1 RP1 RP1L1 RP2 RP9 RPE65 RPGR RPGRIP1 RPGRIP1L RREB1 RSPO2 RXYLT1 SAG SALL1 SALL4 SC5D SCAPER SCARF2 SCN9A SCUBE3 SDR9C7 SEC24C SEMA4A SERPING1 SETBP1 SETD2 SETD5 SF3B2 SH3PXD2B SHOC2 SIX6 SLC16A12 SLC20A2 SLC25A24 SLC25A4 SLC29A3 SLC2A10 SLC35C1 SLC38A8 SLC39A4 SLC39A8 SLC4A11 SLC4A4 SLC7A14 SLX4 SMARCAL1 SMC1A SMC3 SMG8 SNRNP200 SOS2 SOX2 SPATA7 SPINT2 SREBF1 ST14 STAT4 STS STX1A STXBP1 SULT2B1 SUMF1 TACSTD2 TARS1 TAT TBC1D20 TBC1D2B TBC1D7 TBCE TBCK TBL1XR1 TBL2 TBX1 TBX15 TBX22 TCEAL1 TCF4 TCTN1 TCTN2 TCTN3 TEAD1 TEK TENM3 TFAP2A TFE3 TGFB2 TGFBI TGM1 TINF2 TKFC TLR4 TMEM107 TMEM216 TMEM231 TMEM237 TMEM270 TMEM67 TNPO2 TOPORS TP63 TRAPPC2 TRIM37 TRIP13 TRPV3 TRPV4 TTC8 TUB TUBA3D TUBB TUBB4B TULP1 TWIST2 TXNDC15 TYR UBAC2 UBE2T UBE3B UBIAD1 UFD1 UROD UROS USH2A USP45 USP9X VAC14 VARS1 VPS37D VSX1 VSX2 WAC WAS WDR73 WIPF1 WNT3 WT1 XPA XPC XPR1 XRCC2 YAP1 YY1 ZBTB7A ZEB1 ZEB2 ZFHX2 ZFHX4 ZMIZ1 ZMPSTE24 ZNF408 ZNF469 ZNF513 HP_ABNORMAL_CORONARY_ARTERY_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CORONARY_ARTERY_MORPHOLOGY ABCA1 ABCC6 ABCG5 ABCG8 ACTA2 ANAPC7 APOA1 APOA2 APOB APOE BRCC3 CELA2A CEP19 CIROP CYP27A1 CYP7A1 DYRK1B ELN ENPP1 EPHX2 ERCC6 ERCC8 ESR1 FBN1 FOXE3 GHR GLB1 GPIHBP1 HEY2 HGD LDLR LDLRAP1 LIPC LMNA LMX1B LOX LRP6 LZTR1 MAT2A MEF2A MFAP5 MLXIPL MYH11 MYLK NADSYN1 NKX2-6 NT5E PCSK9 PLXND1 PNPLA2 PPARG PPFIBP1 PPP1R17 PRKG1 SERPIND1 SMAD2 SMAD3 SMAD4 SMPD1 TGFB2 TGFB3 TGFBR1 TGFBR2 THSD4 TKT XYLT1 XYLT2 YY1AP1 ZNF687 HP_ABNORMAL_CORONARY_ARTERY_ORIGIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CORONARY_ARTERY_ORIGIN CIROP LZTR1 NADSYN1 NKX2-6 PLXND1 HP_ABNORMAL_CORPUS_CALLOSUM_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CORPUS_CALLOSUM_MORPHOLOGY AARS1 ABAT ABHD16A ACER3 ACO2 ACTB ACTG1 ACTL6B ACY1 ADAR ADARB1 ADAT3 ADCY5 ADNP AGTPBP1 AHCY AHDC1 AHI1 AHSG AIFM1 AIMP1 AIMP2 AKT3 ALDH18A1 ALDH6A1 ALDH7A1 ALG12 ALG2 ALG3 ALG8 ALX1 ALX3 ALX4 AMER1 AMFR AMPD2 AMT ANKLE2 ANKRD11 AP1G1 AP3B2 AP4B1 AP4E1 AP4M1 AP4S1 AP5Z1 APC2 ARFGEF2 ARHGAP31 ARID1A ARID1B ARID2 ARL13B ARL3 ARMC9 ARNT2 ARSI ARV1 ARX ASNS ASPM ASXL1 ASXL3 ATAD3A ATG7 ATL1 ATN1 ATP11A ATP13A2 ATP1A2 ATP1A3 ATP6AP2 ATP6V1A ATP8A2 ATP9A ATPAF2 ATRX B3GALNT2 B3GLCT B4GAT1 B9D1 B9D2 BCAP31 BCAS3 BCL11B BCOR BICD2 BLTP1 BMP4 BRAF BRAT1 BRF1 BRPF1 BUB1 BUB1B BUB3 C12orf57 C2CD3 C2orf69 CACNA1A CACNA1B CACNA1E CACNA1I CACNA2D1 CAMK2A CAMLG CAMSAP1 CARS1 CARS2 CASK CASZ1 CBY1 CC2D2A CCDC174 CCDC47 CCDC88A CCND2 CD96 CDC40 CDC42 CDC42BPB CDH2 CDK10 CDK13 CDK19 CDK5 CDK5RAP2 CDK6 CDK8 CDKL5 CDON CELF2 CENPE CENPF CENPJ CEP104 CEP120 CEP135 CEP152 CEP290 CEP41 CEP57 CEP63 CEP85L CFC1 CHD3 CHKA CHMP1A CILK1 CIT CLCN3 CLCN4 CLN5 CLP1 CLTC CNKSR2 CNOT1 CNOT3 CNP CNTNAP1 COASY COG2 COG4 COG6 COG7 COL4A1 COPB2 COX7B CPLANE1 CPLX1 CPSF3 CPT2 CREBBP CRIPT CRPPA CSF1R CSPP1 CTBP1 CTNNA2 CTNNB1 CTU2 CUL4B CWF19L1 CYFIP2 CYP11A1 CYP2U1 DACT1 DAG1 DALRD3 DARS1 DARS2 DCC DCHS1 DCX DDB1 DDHD2 DDX3X DDX59 DDX6 DEAF1 DENND5A DHCR24 DHCR7 DHDDS DHX16 DIAPH1 DIS3L2 DISC1 DISP1 DLL1 DMXL2 DNAJB4 DNAL4 DNM1 DNM1L DOCK7 DOHH DONSON DPAGT1 DPF2 DPH1 DPH2 DPYD DPYSL5 DYNC1H1 DYNC1I2 DYNC2H1 DYNC2I1 DYNC2I2 DYRK1A EARS2 EBP ECHS1 EEF1A2 EFNB1 EHMT1 EIF2AK2 EIF2B4 EIF2S3 EMC1 EML1 EMX2 EOMES EP300 EPG5 EPRS1 ERCC2 ERCC3 ERCC5 ERCC6 ERLIN2 ERMARD EXOC2 EXOC7 EXOC8 EXOSC1 EXOSC3 EXOSC8 EXOSC9 EXTL3 FA2H FAM149B1 FANCB FANCD2 FANCI FAR1 FAT4 FBXL4 FBXO28 FBXW11 FCSK FDFT1 FDXR FGF12 FGF13 FGF8 FGFR1 FGFR2 FGFR3 FGFRL1 FH FIG4 FKRP FKTN FLCN FLI1 FLII FLNA FLVCR2 FOXA2 FOXG1 FOXH1 FRA10AC1 FRMD4A FRMPD4 FZR1 GABBR2 GABRA2 GABRA5 GABRB1 GABRB2 GABRD GABRG2 GAD1 GALC GAS1 GBA1 GBA2 GDF1 GET4 GFER GFM1 GFM2 GGT1 GJC2 GLB1 GLDC GLI2 GLI3 GLRX5 GLUL GLYCTK GMPPB GNAO1 GNPTAB GOLGA2 GON7 GOT2 GPC3 GPC4 GPKOW GPSM2 GPT2 GPX4 GRIA3 GRIA4 GRIK2 GRIN1 GRIN2A GRIN2D GRM7 GTF2E2 GTF2H5 GTPBP2 H1-4 H3-3A HACE1 HCCS HCN1 HDAC4 HECTD4 HERC1 HESX1 HHAT HIBCH HIC1 HID1 HIVEP2 HK1 HNRNPK HNRNPR HNRNPU HPDL HRAS HS2ST1 HSD17B4 HSPA9 HSPG2 HTRA2 HUWE1 HYLS1 IBA57 IDS IER3IP1 IFIH1 IFT140 IFT27 IFT52 IFT74 IFT80 IGBP1 IGF1R INPP5E IQSEC2 IRF2BPL ITGB6 ITPR1 KANSL1 KAT5 KAT6B KAT8 KATNB1 KATNIP KCNA1 KCNA2 KCNAB2 KCNB1 KCNK4 KCNQ2 KCNT1 KCNT2 KCTD7 KDM1A KDM3B KDM4B KDM5B KIAA0586 KIAA0753 KIDINS220 KIF14 KIF15 KIF26A KIF2A KIF5A KIF5C KIF7 KIFBP KMT2A KMT2C KMT2E KNL1 KPNA3 KRAS L1CAM L2HGDH LAMB1 LARGE1 LETM1 LHX3 LHX4 LIG3 LIG4 LMBR1 LMBRD2 LMNB1 LMNB2 LNPK LONP1 LRP2 LRPPRC LRRC32 LSM11 LSS LUZP1 LYRM7 LYSET MACF1 MAF MAG MAN2B1 MAN2C1 MAP1B MAP2K2 MAPK8IP3 MAPKAPK5 MAPRE2 MAST1 MAST3 MBTPS2 MCM7 MCOLN1 MCPH1 MDH1 MDH2 MED12 MED12L MED23 MED25 MED27 MEF2C METTL5 MFSD2A MID1 MINPP1 MKS1 MLH1 MMP23B MOCS1 MOCS2 MOGS MPDZ MPLKIP MRPS16 MRPS22 MRPS25 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW MTHFR MTHFS MTOR MTRFR MYT1L NAA10 NADK2 NAE1 NALCN NANS NARS1 NARS2 NCAPD3 NDE1 NDUFA2 NDUFA8 NDUFAF5 NDUFB11 NDUFB7 NECAP1 NEDD4L NELFA NEUROD2 NEXMIF NF1 NFIA NFIB NFIX NHLRC2 NKX2-1 NKX6-2 NMNAT1 NODAL NONO NOVA2 NPHP1 NR2F1 NRAS NRCAM NRROS NSD1 NSD2 NSRP1 NSUN2 NT5C2 NTN1 NTRK2 NUDT2 NUP188 NUP37 NUS1 OCA2 ODC1 OFD1 OGDHL OPA1 OSGEP OSTM1 OTUD5 OTUD6B OTX2 PACS2 PAFAH1B1 PAH PARS2 PAX6 PCGF2 PCLO PCNT PDE6D PDHA1 PDHB PDHX PDPN PDYN PEX1 PEX16 PEX2 PGAP1 PGAP2 PGAP3 PHC1 PHGDH PI4KA PIBF1 PIEZO2 PIGA PIGB PIGG PIGH PIGL PIGN PIGP PIGQ PIGU PIK3C2A PIK3R2 PITX1 PLAA PLCB1 PLCH1 PLK4 PLP1 PLPBP PLXNA1 PMS2 PNKP PNPT1 POGZ POLG2 POLR1C POLR2A POLR3A POLR3B POLR3GL POLR3K POLRMT POMGNT1 POMGNT2 POMK POMT1 POMT2 PORCN POU1F1 POU3F3 PPFIBP1 PPIL1 PPP1R12A PPP1R15B PPP1R21 PPP2CA PPP2R1A PPP2R3C PPP2R5D PPP3CA PRDM16 PRKCZ PRKDC PRMT7 PROKR2 PROP1 PRORP PRPS1 PRRX1 PRUNE1 PSAP PSAT1 PTCH1 PTDSS1 PTPN23 PUF60 PUS3 PYCR1 PYCR2 QARS1 RAB11B RAB18 RAB23 RAB3GAP1 RAB3GAP2 RAC1 RAC3 RAD51 RAI1 RALGAPA1 RARS1 RB1 RBL2 RBM10 RECQL4 RELN REPS1 RERE RHOBTB2 RMND1 RNASEH2A RNASEH2B RNASEH2C RNF113A RNF13 RNF220 RNU12 RNU4ATAC RNU7-1 ROBO1 RORA RPGRIP1 RPGRIP1L RPS6KA3 RSPO2 RSPRY1 RTTN RUSC2 RXYLT1 SACS SALL1 SAMHD1 SARS1 SASS6 SCN1A SCN1B SCN2A SCN3A SCN8A SCYL2 SEC31A SEPSECS SETBP1 SETD2 SF3B2 SH3PXD2B SHANK3 SHH SHMT2 SHOC2 SIK1 SIN3A SIN3B SIX3 SIX6 SKI SLC12A2 SLC12A5 SLC12A6 SLC13A5 SLC1A2 SLC1A4 SLC25A1 SLC25A10 SLC25A19 SLC25A22 SLC25A24 SLC25A46 SLC30A9 SLC32A1 SLC35A2 SLC35B2 SLC38A3 SLC5A6 SLC6A8 SLC6A9 SLC9A6 SLITRK2 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMG9 SMO SNAP29 SNIP1 SON SOX11 SOX2 SOX3 SOX4 SPATA5 SPATA5L1 SPEN SPG11 SPG21 SPTAN1 SRPX2 SSR4 STAG2 STAMBP STIL STUB1 STXBP1 SUFU SUPT16H SUZ12 SVBP SYNGAP1 SYNJ1 SYT2 SZT2 TAF1 TAF13 TAF2 TAF8 TARS1 TARS2 TBC1D20 TBC1D23 TBC1D24 TBC1D7 TBCD TBCE TBCK TCF12 TCF4 TCTN1 TCTN2 TCTN3 TDGF1 TECPR2 TGFB1 TGIF1 THOC6 THUMPD1 TIAM1 TMCO1 TMEM106B TMEM107 TMEM138 TMEM147 TMEM216 TMEM218 TMEM231 TMEM237 TMEM260 TMEM67 TMEM70 TMTC3 TMX2 TNR TOE1 TOGARAM1 TOPORS TP73 TRAK1 TRAPPC10 TRAPPC12 TRAPPC14 TRAPPC6B TRAPPC9 TREM2 TREX1 TRIM8 TRIP13 TRMT10A TRRAP TSEN15 TSEN2 TSEN34 TSEN54 TTC5 TTI2 TUBA1A TUBA8 TUBB TUBB2A TUBB2B TUBB3 TUBG1 TUBGCP2 TXNDC15 TYROBP UBA5 UBE3A UBE3B UBE3C UBE4B UBTF UGP2 UNC80 UPF3B USP7 USP9X VAC14 VAMP2 VANGL2 VARS1 VARS2 VAX1 VPS11 VPS13B VPS41 VPS4A VPS50 VPS51 VPS53 VRK1 VWA3B WAC WARS1 WDR26 WDR35 WDR4 WDR45B WDR62 WDR73 WDR81 WLS WNT3 WT1 WWOX YARS1 YIF1B YWHAE YWHAG YY1 ZBTB18 ZBTB20 ZDHHC9 ZEB2 ZFR ZFYVE26 ZIC1 ZIC2 ZMIZ1 ZNF148 ZNF335 ZNF423 ZNF462 ZNF526 ZNF699 ZNHIT3 ZSWIM6 HP_ABNORMAL_CORPUS_STRIATUM_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CORPUS_STRIATUM_MORPHOLOGY ADAR AIFM1 ASNS ATP13A2 ATXN3 BSCL2 COASY CP DCX FOXP2 FTL GCDH HTT IFIH1 JPH3 LSM11 MECR MT-ATP6 NDE1 NDUFAF5 NEK1 NUP54 NUP62 OPHN1 PDE10A PDE8B PNPT1 POLR3A RANBP2 RNASEH2A RNASEH2B RNASEH2C RNU7-1 SAMHD1 SLC2A3 TIMM8A TREM2 TREX1 TUBB2B TUBB3 TYROBP VPS13A HP_ABNORMAL_CORTICAL_BONE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CORTICAL_BONE_MORPHOLOGY ADAMTS10 AGA AKT1 ANKLE2 ANO5 ASPM CCDC134 CDK5RAP2 CDK6 CENPE CENPJ CEP135 CEP152 CEP63 CIT CLCN5 CLCN7 COL1A1 COPB2 CYP27B1 CYP2R1 DMP1 ENPP1 FAM111A FARSB FBN1 FLNA GJA1 GLB1 GLE1 HPGD IL6ST KIF14 KIF1A KNL1 LEMD3 LIFR LRP4 LRP5 MAN2B1 MCM7 MCPH1 METTL5 MFSD2A MMP2 NCAPD3 NF1 NSDHL NUP37 PEX19 PHC1 PLEKHM1 PRKG2 PTDSS1 PTH1R PYCR2 RETREG1 SARS1 SASS6 SCN9A SERPINH1 SETBP1 SFRP4 SH3PXD2B SLC34A3 SLC4A2 SLCO2A1 SMS SOST STIL TAF13 TBCE TBXAS1 TCIRG1 TENT5A TGFB1 TMEM53 TNFRSF11A TRAPPC10 TRAPPC14 TRIM37 TRPV4 VDR WARS1 WDR62 WNK1 XYLT2 HP_ABNORMAL_CORTICAL_GYRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CORTICAL_GYRATION ACTB ACTG1 ADAMTS3 ADGRG1 AHDC1 AHI1 AKT3 ALG12 ANKLE2 APC2 ARHGAP31 ARHGEF9 ARID1A ARID1B ARID2 ARL13B ARL3 ARMC9 ARX ASCC1 ASNS ASPM ATN1 ATP1A2 ATP1A3 ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 ATR ATXN2 B3GALNT2 B4GAT1 B9D1 B9D2 BICD2 BLTP1 BMPER C2CD3 CAMSAP1 CAMTA1 CASK CBY1 CCBE1 CCDC88A CCND2 CDC40 CDK5 CDK5RAP2 CDK6 CDKL5 CDON CENPE CENPJ CEP104 CEP120 CEP135 CEP152 CEP41 CEP63 CEP85L CILK1 CIT CLP1 COG6 COL18A1 COL25A1 COL3A1 COL4A1 COL4A2 COPB2 CPLANE1 CPT2 CRADD CRPPA CSNK2A1 CSPP1 CTNNA2 CTU2 CUL4B DAG1 DCHS1 DCX DEPDC5 DHCR24 DHX37 DISC1 DISP1 DLK1 DLL1 DMXL2 DOCK6 DONSON DPF2 DYNC1H1 DYNC1I2 EIF2AK2 EML1 EOMES ERCC1 ERMARD ETFA ETFB ETFDH EXOC7 EXOSC5 FAT4 FBXO28 FDFT1 FGF8 FH FIG4 FKRP FKTN FLI1 FLVCR2 FOXG1 FOXH1 FRAS1 FRMD5 FTO GAS1 GFM2 GLI2 GLS GMNN GMPPB GNAO1 GNB1 GON7 GPHN GPSM2 GPX4 GRIN1 GRM7 HIC1 HSD17B4 HYLS1 IBA57 IER3IP1 IFT74 INPP5E ISCA1 KAT5 KAT6B KATNB1 KATNIP KCNA1 KIAA0586 KIAA0753 KIF11 KIF14 KIF21A KIF26A KIF2A KIF5C KIFBP KLHL15 KNL1 LAGE3 LAMA2 LAMB1 LAMC3 LARGE1 LIPT2 LMNB1 LMNB2 LONP1 LRPPRC MACF1 MAGEL2 MAN2C1 MAP1B MAPK8IP3 MAST1 MBOAT7 MCM7 MCPH1 MECP2 MED11 MED27 MEG3 METTL5 MFSD2A MICU1 MKS1 MLYCD MN1 MPDZ MTOR NANS NARS1 NCAPD3 NDE1 NDN NDUFA6 NEDD4L NEK1 NEUROD2 NFIX NODAL NPHP1 NPRL2 NPRL3 NSDHL NSRP1 NUP107 NUP133 NUP37 OCA2 OCLN ODC1 OFD1 OSGEP PAFAH1B1 PAX6 PDCD6IP PDE6D PDHA1 PDHB PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PHC1 PHGDH PHOX2A PI4KA PIBF1 PIDD1 PIGB PIGP PIGQ PIK3CA PIK3R2 PLAA PLK4 PLP1 PNKP POLR3A POMGNT1 POMGNT2 POMK POMT1 POMT2 POU4F1 PPFIBP1 PPIL1 PPP1R12A PRKDC PSAT1 PTCH1 PTEN PYCR2 QARS1 RAB18 RAB3GAP1 RAB3GAP2 RAC1 RECQL4 RELN RMND1 RNU12 RNU4ATAC ROBO1 RPGRIP1L RTL1 RTTN RXYLT1 SARS1 SASS6 SCN1B SCN2A SCN3A SEPSECS SF3B4 SHH SHMT2 SIK1 SIN3A SIX3 SLC25A19 SLC25A22 SLC30A9 SLC32A1 SLC5A6 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMO SMPD4 SNAP29 SNRPN SON SOX11 SOX4 SPOP SRD5A3 SRPX2 STAMBP STIL STS SUFU SUZ12 TAF13 TBC1D20 TBC1D24 TBL1XR1 TBR1 TCTN1 TCTN2 TCTN3 TDGF1 TGIF1 TMEM218 TMEM222 TMEM237 TMEM67 TMTC3 TMX2 TOGARAM1 TP53RK TP73 TPRKB TRAIP TRAPPC10 TRAPPC12 TRAPPC14 TRIM8 TRMT10C TRRAP TSEN15 TSEN2 TSEN34 TSEN54 TTC5 TUBA1A TUBA8 TUBB TUBB2A TUBB2B TUBB3 TUBG1 TUBGCP2 TUBGCP6 TUFM USP18 USP9X VAC14 VIPAS39 VLDLR VPS33B VPS4A WARS1 WDR26 WDR4 WDR62 WDR73 WT1 WWOX XRCC4 YRDC YWHAE ZEB2 ZIC2 ZNF335 ZNF526 ZNHIT3 HP_ABNORMAL_CRANIAL_NERVE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CRANIAL_NERVE_MORPHOLOGY ABCA1 ACTA1 ADA2 ADCY6 ADGRG1 ADNP AGRN AK9 AKT1 ALG14 ALG2 AMER1 ANKH ANO5 ANTXR1 ASAH1 ATP1A2 ATRX BAG3 BAP1 BICRA BIN1 BMS1 BRAF BTNL2 CA2 CACNA1A CAPN3 CDH23 CDKN1A CDKN1B CDKN2B CDKN2C CFL2 CHAT CHCHD10 CHD7 CHKB CHRNA1 CHRNB1 CHRND CHRNE CLCN7 CNTNAP1 COCH COL12A1 COL13A1 COL25A1 COL4A1 COL6A1 COL6A2 COL6A3 COLQ COQ6 CRLF1 CRPPA CRYAB DES DKK1 DLL4 DLST DMPK DNAJB6 DNM2 DNMT3A DOK7 DPAGT1 EGR2 EPAS1 EYA1 FGF3 FH FKRP FKTN FRG1 GAN GDF3 GDF6 GFPT1 GJA1 GJC2 GLE1 GMPPB GNAQ GNE GSN HK1 HLA-DRB1 HNRNPA1 HNRNPA2B1 HOXB1 HRAS ITGB4 KARS1 KBTBD13 KIF1B KLHL40 KLHL41 KMT2D KY LAMA2 LAMB2 LARGE1 LMOD3 LRP12 LRP4 LRP5 LZTR1 MAX MDH2 MEGF10 MEN1 MEOX1 MGME1 MPZ MTM1 MTMR14 MTMR2 MTRFR MUSK MYH7 MYL2 MYMK MYMX MYO9A MYPN NEB NEFL NF1 NF2 NFU1 NOD2 NR3C1 OSTM1 OTX2 PABPN1 PDGFB PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PI4KA PIK3CA PLEC PLEKHM1 PLXND1 POLG POLG2 POMT1 POMT2 PRNP PRRT2 PRRX1 PTDSS1 PTRH2 PUF60 RAPSN RET REV3L RRM2B RYR1 SALL4 SCN1A SCN4A SCO2 SDHA SDHAF2 SDHB SDHC SDHD SELENON SEMA3E SGCD SH3TC2 SHMT2 SIX1 SIX5 SLC12A6 SLC18A3 SLC19A3 SLC25A1 SLC25A11 SLC25A4 SLC29A3 SLC39A14 SLC52A2 SLC52A3 SLC5A7 SMARCB1 SMARCE1 SMCHD1 SMO SNAP25 SNX10 SOST SPEG SPRED1 SPTBN4 SQSTM1 SRPX2 STAG2 SUCLA2 SUFU SUPT16H SYNE1 SYT2 TCIRG1 TERT TFAP2A TFG TGFB1 TK2 TMEM127 TMEM53 TNFRSF11A TNFSF11 TOR1A TP53 TPM2 TPM3 TRAF7 TRIM32 TRPV4 TTN TUBB3 TUBB6 TWNK UBA1 UBA2 UBE2T USP48 USP8 VAMP1 VCP VHL XRCC2 YME1L1 ZC4H2 ZFHX4 HP_ABNORMAL_CRANIAL_NERVE_PHYSIOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CRANIAL_NERVE_PHYSIOLOGY ABCA1 ACTA1 ADA2 ADCY6 ADGRG1 ADNP AGRN AIP AK9 AKT1 AKT3 ALG14 ALG2 AMER1 ANGPTL6 ANKH ANO5 ANTXR1 ASAH1 BAG3 BAP1 BICRA BIN1 BMS1 BRCA1 BRCA2 BRIP1 BTNL2 C4A CA2 CAPN3 CASZ1 CCDC174 CCR1 CDH23 CFL2 CHAT CHCHD10 CHD7 CHKB CHN1 CHRNA1 CHRNB1 CHRND CHRNE CLCN7 CNTNAP1 COL12A1 COL13A1 COL25A1 COL3A1 COL6A1 COL6A2 COL6A3 COLQ CRLF1 CRPPA CRYAB CTLA4 DACT1 DES DKK1 DLL4 DMPK DNAJB6 DNASE1L3 DNM2 DOK7 DPAGT1 ENG ERAP1 ERCC4 ESCO2 EYA1 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAS FKRP FKTN FRG1 GABRD GAN GFPT1 GJA1 GJC2 GLE1 GMPPB GNE GSN HK1 HLA-B HLA-DPA1 HLA-DPB1 HLA-DRB1 HMBS HOXB1 HSPG2 IDH1 IDH2 IFNGR1 IL10 IL12A IL12A-AS1 IL23R IRF4 ITGB4 KBTBD13 KCNAB2 KIF1B KLHL40 KLHL41 KLRC4 KMT2D KY LAMA2 LAMB2 LARGE1 LMNA LMOD3 LMX1B LRP12 LRP4 LRP5 LUZP1 LYST MAD2L2 MAFB MEFV MEGF10 MEN1 MGME1 MMP23B MPZ MTM1 MTMR14 MTMR2 MTOR MTRFR MUSK MYD88 MYH7 MYL2 MYMK MYMX MYO9A MYPN NAXE NEB NEFL NF2 NLRP3 NOD2 NRAS OSTM1 PABPN1 PALB2 PDGFB PDPN PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PI4KA PIK3CA PLEC PLXND1 PMP22 POLG POLG2 POMT1 POMT2 PRDM16 PRKCZ PRNP PRTN3 PSAP PTDSS1 PTEN PTPN11 PTPN22 PTRH2 PUF60 RAD51 RAD51C RAPSN RERE REV3L RFWD3 RRM2B RYR1 SALL1 SALL4 SCN4A SCO2 SDHAF2 SDHB SDHC SDHD SELENON SEMA3E SGCD SH3TC2 SHMT2 SIX1 SIX5 SKI SLC12A6 SLC18A3 SLC19A3 SLC25A1 SLC25A4 SLC39A14 SLC52A2 SLC52A3 SLC5A7 SLX4 SMARCB1 SMARCE1 SMCHD1 SMO SNAP25 SNX10 SOST SPEG SPEN SPTBN4 SQSTM1 SRPX2 STAG2 STAT4 SUCLA2 SUFU SUPT16H SYNE1 SYT2 TBC1D2B TCIRG1 TERT TFAP2A TFG TGFB1 TGFBR3 THSD1 TK2 TLR4 TMEM67 TNFRSF11A TNFRSF1A TNFSF11 TOR1A TPM2 TPM3 TRAF7 TRIM32 TRPV4 TTN TUBB3 TUBB6 TWNK UBA1 UBA2 UBAC2 UBE2T UBE4B UGT1A1 VAMP1 VCP WDR26 XRCC2 YME1L1 ZC4H2 ZFHX4 HP_ABNORMAL_CRY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CRY ABAT AGRN ALPL ASAH1 ASPA ATP1A3 ATP5F1A ATRX CHAT CHRNA1 CHRND CHRNE COL13A1 COLQ COQ9 CRYAB CTNND2 EXOSC9 FIG4 FKTN FTO GFPT1 GGPS1 HACD1 IGHMBP2 KDM6A KMT2D LAMA2 LAMA3 LAMB2 LYRM4 MAGEL2 MECP2 MYO9A NDUFS8 NIPBL OPA1 PEX19 PNPO PPP1R21 RAPSN RYR1 SCN4A SEMA5A SIM1 SLC18A3 SLC25A1 SLC5A7 SNAP25 SNRPN SYT2 TPM3 TRIP4 TSHR TSPYL1 TTC26 UBA1 VAMP1 VARS1 VPS13B ZNF699 HP_ABNORMAL_CSF_CARBOXYLIC_ACID_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CSF_CARBOXYLIC_ACID_CONCENTRATION AASS ADK ALDH5A1 AMT ASL BOLA3 DLAT DLD GCH1 GLUL GLYCTK IBA57 LONP1 NADK2 NDUFA4 NFU1 PDHA1 PDHX PET117 PSAT1 HP_ABNORMAL_CSF_HOMOVANILLIC_ACID_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CSF_HOMOVANILLIC_ACID_CONCENTRATION DDC GCH1 IMPDH2 NGLY1 NR4A2 PNPO PTS SLC6A3 TH TSPOAP1 HP_ABNORMAL_CSF_METABOLITE_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CSF_METABOLITE_CONCENTRATION AASS ADAR ADK AIFM1 ALDH4A1 ALDH5A1 AMT ASL ASPA ATP5PO ATPAF2 BOLA3 CLPB COA8 COQ8A COX10 COX11 COX14 COX20 COX4I1 COX6B1 COX8A DARS2 DDC DHFR DLAT DLD DNM1L ECHS1 ERCC6 FARS2 FOXRED1 GCH1 GFM1 GFM2 GLUL GLYCTK HPDL HSD17B10 HTRA2 IBA57 IFIH1 IMPDH2 KARS1 LONP1 LRPPRC LSM11 LYRM4 LYRM7 MDH2 MECP2 MPV17 MRPS34 MT-ATP6 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TK MT-TL1 MT-TN MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTFMT NADK2 NARS2 NAXE NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA4 NDUFA6 NDUFA8 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB8 NDUFB9 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NFU1 NGLY1 NR4A2 NUBPL PDHA1 PDHX PET100 PET117 PNPLA8 PNPO PNPT1 PSAT1 PTS RARS2 RMND1 RNASEH2A RNASEH2B RNASEH2C RNU7-1 RPIA RRM2B SAMHD1 SCO2 SLC13A3 SLC25A19 SLC25A4 SLC2A1 SLC31A1 SLC39A8 SLC6A3 SPTBN1 STAT2 SUCLA2 SUCLG1 SURF1 TBK1 TH TICAM1 TIMM50 TIMMDC1 TLR3 TMEM126B TPK1 TRAF3 TRAPPC12 TREX1 TRMT10C TSPOAP1 TXN2 UNC93B1 UQCC2 UQCC3 HP_ABNORMAL_CSF_PROTEIN_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CSF_PROTEIN_CONCENTRATION ABHD5 ALDH4A1 ARSA ATP1A2 BCAT2 BTNL2 CACNA1A CD59 EGR2 FTL GALC GBE1 GFAP HLA-DQB1 HLA-DRB1 LIG3 LMNB1 MICU1 MPZ MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW NDUFS4 NGLY1 NOTCH2NLC OCLN PEX7 PHYH PMP22 POLG PRF1 PRNP PRRT2 PRX PSAP RANBP2 RRM2B SCN1A SLC12A2 SLC12A6 SUMF1 TBK1 TICAM1 TLR3 TRAF3 TTR TXN2 TYMP UNC93B1 HP_ABNORMAL_CSF_PYRUVATE_FAMILY_AMINO_ACID_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CSF_PYRUVATE_FAMILY_AMINO_ACID_CONCENTRATION DLAT LONP1 NDUFA4 PDHA1 PDHX PET117 HP_ABNORMAL_CSF_SERINE_FAMILY_AMINO_ACID_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CSF_SERINE_FAMILY_AMINO_ACID_CONCENTRATION AMT BOLA3 GLYCTK IBA57 NFU1 PSAT1 HP_ABNORMAL_CURVATURE_OF_THE_VERTEBRAL_COLUMN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_CURVATURE_OF_THE_VERTEBRAL_COLUMN AARS1 ABCB7 ABCC6 ABCC9 ABHD16A ABL1 ACADS ACAN ACP5 ACTA1 ACTA2 ACTB ACTG1 ACTN2 ACVR1 ADAMTS10 ADAMTS2 ADAMTSL2 ADAR ADCY5 ADGRG6 ADNP AEBP1 AFF3 AGA AGRN AHDC1 AHI1 AHSG AIFM1 AIMP1 AIMP2 AIP AK9 AKT1 ALDH18A1 ALDH3A2 ALG1 ALG11 ALG12 ALG13 ALG14 ALG2 ALG6 ALG9 ALMS1 ALS2 ALX3 AMER1 ANKRD11 ANKRD17 ANO5 ANTXR1 AP1G1 AP1S2 APC APC2 APTX ARF1 ARFGEF2 ARID1A ARID1B ARID2 ARL13B ARL3 ARL6IP6 ARMC9 ARPC4 ARSB ARSK ARSL ARVCF ARX ASAH1 ASH1L ASXL2 ASXL3 ATAD1 ATAD3A ATG7 ATL1 ATN1 ATP2B1 ATP6AP2 ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 ATP7A ATR ATRIP ATRX AUTS2 B3GALT6 B3GAT3 B3GLCT B4GALNT1 B4GALT7 B9D1 B9D2 BAG3 BANF1 BAP1 BAZ1B BCL7B BCOR BCR BDNF BGN BICD2 BICRA BIN1 BMP1 BMPR1B BPTF BRAF BRCA1 BRCA2 BRF1 BRIP1 BUD23 C1R C1S CACNA1G CACNA1S CADM3 CAMSAP1 CAMTA1 CANT1 CAPN1 CAPN3 CARS1 CASK CASZ1 CAVIN1 CBL CBS CBY1 CC2D2A CCBE1 CCDC22 CCDC32 CCDC47 CCDC8 CCM2 CCN6 CD96 CDC42 CDC42BPB CDC45 CDH11 CDK13 CDK19 CDKL5 CDON CENPE CENPJ CENPT CEP104 CEP120 CEP152 CEP290 CEP41 CFAP410 CFL2 CHAT CHD3 CHD7 CHKA CHMP1A CHRM3 CHRNA1 CHRNB1 CHRND CHRNE CHRNG CHST11 CHST14 CHST3 CIC CLCF1 CLCN4 CLIC2 CLIP2 CLP1 CNOT2 CNP COG1 COG8 COL10A1 COL11A2 COL12A1 COL13A1 COL1A1 COL1A2 COL25A1 COL27A1 COL2A1 COL3A1 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 COLEC10 COLEC11 COLQ COMP COMT COPB1 COQ2 COQ4 COQ6 COX8A CPLANE1 CPLX1 CREBBP CRKL CRLF1 CRPPA CRTAP CSF1R CSGALNACT1 CSNK2A1 CSPP1 CTBP1 CTC1 CTDP1 CTNNB1 CTNND2 CTSK CUL4B CUL7 CYP27A1 CYP7B1 DACT1 DAG1 DCC DCHS1 DCX DDHD1 DDR2 DDRGK1 DDX3X DDX59 DDX6 DEAF1 DEGS1 DES DHCR7 DHX30 DHX37 DICER1 DISP1 DKC1 DKK1 DLG4 DLK1 DLL1 DLL3 DLX5 DMD DMPK DNA2 DNAJC30 DNAJC6 DNM1L DNM2 DNMT3A DNMT3B DOK7 DPAGT1 DPF2 DPM2 DPP6 DPYSL5 DSE DSTYK DUX4 DUX4L1 DVL1 DVL3 DYM DYNC2H1 DYRK1A DYSF EBP ECEL1 EED EFNB1 EGR2 EIF2AK3 EIF4H ELN ELP1 EMC1 EMD ENPP1 EP300 ERCC1 ERCC2 ERCC3 ERCC4 ERCC6 ERCC8 ERGIC1 ERLIN1 ERLIN2 ERMARD ESCO2 EXOC6B EXOSC5 EXT2 EXTL3 EZH2 FA2H FAM111B FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FARS2 FARSA FARSB FAT4 FBLN5 FBN1 FBN2 FBXL4 FBXO28 FGD1 FGD4 FGF10 FGF8 FGFR1 FGFR2 FGFR3 FGFRL1 FHL1 FIG4 FKBP10 FKBP14 FKBP6 FKRP FKTN FLAD1 FLCN FLI1 FLII FLNA FLNB FLRT1 FLVCR1 FMR1 FN1 FOXC2 FOXE3 FOXG1 FOXH1 FOXP2 FOXRED1 FRG1 FUCA1 FUS FUT8 FUZ FXN FZD2 GABBR2 GABRD GAD1 GALNS GAN GARS1 GAS1 GBA1 GBA2 GCH1 GDAP1 GDF3 GDF5 GDF6 GET4 GFAP GFM2 GFPT1 GGPS1 GH1 GJA5 GJA8 GJB1 GJC2 GLB1 GLE1 GLI2 GLIS3 GLS GMPPB GNA11 GNAQ GNAS GNB2 GNE GNPAT GNPTAB GNPTG GNS GORAB GOSR2 GP1BB GPC3 GPC4 GPR101 GRB10 GRIA3 GRIN1 GSC GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GTPBP2 GUSB GZF1 H1-4 H19 H3-3B H4C5 H4C9 HACD1 HACE1 HDAC4 HECTD4 HERC1 HERC2 HES7 HEY2 HGD HGSNAT HINT1 HIRA HK1 HLA-B HMGA2 HMGB3 HNRNPA1 HNRNPA2B1 HNRNPH1 HNRNPH2 HNRNPK HNRNPR HNRNPU HPDL HPGD HRAS HS2ST1 HSD17B4 HSPB8 HSPD1 HSPG2 HTRA1 HTT HUWE1 HYAL1 HYCC1 HYLS1 IARS2 IDH1 IDH2 IDS IDUA IFIH1 IFT172 IFT74 IGBP1 IGF2 IGHMBP2 IHH IKBKG IL6ST IMPDH2 INPP5E INPP5K INPPL1 INTS1 IPO8 IQSEC2 IRF6 ITCH ITGA7 ITGB6 JAG1 JAG2 JARID2 JMJD1C JPH1 KANSL1 KAT6B KATNIP KBTBD13 KCNA1 KCNAB2 KCNH1 KCNJ2 KCNJ5 KCNJ6 KCNN3 KCNQ1OT1 KCNQ2 KCNT1 KDELR2 KDM6A KIAA0586 KIAA0753 KIF1A KIF21A KIF22 KIF5A KLC2 KLHL41 KLHL7 KLLN KMT2A KMT2C KMT2D KMT2E KNSTRN KRAS KRIT1 KY L1CAM LAGE3 LAMA2 LAMB2 LARGE1 LARP7 LBR LEMD3 LETM1 LFNG LGI3 LHX3 LIFR LIG4 LIMK1 LIPE LMNA LMNB1 LMNB2 LMOD3 LMX1B LONP1 LOX LRP4 LRP5 LSM11 LSS LTBP1 LTBP3 LTBP4 LUZP1 LYSET LZTR1 MAD2L2 MADD MAF MAGEL2 MAN2B1 MAP1B MAP2K1 MAP2K2 MAP3K20 MAP3K7 MAPK1 MAPK8IP3 MAPKBP1 MAPT MARS1 MARS2 MASP1 MAT2A MATN3 MBD5 MBTPS1 MBTPS2 MCM3AP MECP2 MED12 MED12L MED25 MEG3 MEGF10 MEGF8 MEIS2 MEOX1 MESD MESP2 METTL27 MFAP5 MFN2 MGAT2 MGME1 MIA3 MINPP1 MKRN3 MKS1 MLXIPL MMP13 MMP14 MMP2 MMP23B MOGS MORC2 MPL MPLKIP MPZ MRAS MRPS34 MSTO1 MTMR14 MTMR2 MTRFR MTRR MTTP MUSK MVK MYBPC1 MYF5 MYH11 MYH2 MYH3 MYH7 MYL11 MYL2 MYLK MYMK MYMX MYO18B MYO1H MYO9A MYOD1 MYPN NAA10 NAA20 NACC1 NALCN NARS1 NCAPG2 NCF1 NDN NDP NDRG1 NDUFA12 NDUFAF1 NDUFAF4 NDUFAF5 NDUFAF6 NDUFS3 NEB NECTIN1 NEDD4L NEFL NEK9 NELFA NEMF NEPRO NEU1 NF1 NF2 NFIX NGLY1 NHP2 NIN NKAP NKX3-2 NKX6-2 NMNAT1 NODAL NONO NOP10 NOTCH2 NOTCH2NLC NOTCH3 NPAP1 NPHP1 NPM1 NPR2 NR4A2 NRAS NRCAM NRXN1 NSD1 NSD2 NSDHL NSUN2 NTNG1 NUP107 NUP85 NUP88 NUS1 NXN OBSL1 OCA2 OCRL OFD1 OGDHL OTUD6B OXR1 P3H1 P4HB P4HTM PACS1 PAFAH1B1 PALB2 PAPSS2 PARN PAX2 PAX3 PAX6 PAX7 PCGF2 PCNT PCYT1A PDCD10 PDE11A PDE6D PDGFRB PDPN PDZD8 PET100 PEX5 PEX7 PGAP2 PGAP3 PGM3 PHACTR1 PHF6 PHF8 PI4KA PIBF1 PIEZO1 PIEZO2 PIGA PIGG PIGL PIGO PIGQ PIGS PIGT PIGU PIGV PIGW PIGY PIK3C2A PIK3CA PIK3CD PIK3R2 PISD PLAA PLCB1 PLCH1 PLEC PLEKHG5 PLK4 PLOD1 PLOD2 PLOD3 PLP1 PMM2 PMP22 PNKP PNPT1 PODXL POLA1 POLD1 POLE POLG POLR3A POLR3GL POMGNT1 POMK POMT1 POMT2 POP1 POR PORCN POU4F1 PPIB PPM1D PPP1CB PPP1R12A PPP1R15B PPP1R21 PPP2R1A PPP2R3C PPP2R5D PQBP1 PRDM13 PRDM16 PRDM5 PRG4 PRKAR1A PRKCZ PRKD1 PRKG1 PRKG2 PRORP PRPS1 PRUNE1 PRX PSAT1 PSMD12 PTCH1 PTCH2 PTDSS1 PTEN PTPN11 PUF60 PUS1 PWAR1 PWRN1 PYCR1 PYCR2 PYROXD1 QRICH1 RAB18 RAB23 RAB33B RAB3GAP1 RAB3GAP2 RAB5IF RAC1 RAC3 RAD51 RAD51C RAF1 RAI1 RAPSN RASA2 RBBP8 RBCK1 RBM10 RBM28 RBM8A RECQL4 RERE RET RETREG1 RFC2 RFWD3 RIGI RIN2 RIPPLY2 RIT1 RMRP RNASEH1 RNASEH2A RNASEH2B RNASEH2C RNF113A RNF125 RNF13 RNU12 RNU7-1 ROBO3 ROR2 RPGRIP1L RPL10 RPL11 RPL13 RPS6KA3 RRAS RRAS2 RREB1 RRM2B RSPRY1 RTEL1 RTL1 RUNX2 RUSC2 RYR1 RYR3 SACS SALL4 SAMD9 SAMHD1 SATB1 SATB2 SBF1 SBF2 SCARB2 SCN1A SCN2A SCN4A SCN9A SCUBE3 SCYL2 SDHB SDHC SDHD SEC23A SEC23B SEC24C SEC24D SELENON SEMA3E SEMA5A SERPINH1 SETBP1 SETD2 SETD5 SETX SF3B2 SF3B4 SFRP4 SGCA SGCG SGMS2 SGSH SH2B1 SH3PXD2B SH3TC2 SHH SHMT2 SHOX SHROOM4 SIGMAR1 SIL1 SIM1 SIN3A SIX3 SKI SLC10A7 SLC12A5 SLC12A6 SLC16A2 SLC18A3 SLC1A2 SLC25A1 SLC25A21 SLC25A22 SLC25A24 SLC25A42 SLC25A46 SLC26A2 SLC2A10 SLC30A9 SLC35A2 SLC35A3 SLC35B2 SLC37A4 SLC39A13 SLC39A14 SLC52A2 SLC52A3 SLC5A7 SLC6A1 SLCO2A1 SLITRK2 SLX4 SMAD2 SMAD3 SMAD4 SMARCA2 SMARCA4 SMARCAL1 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC5 SMCHD1 SMG9 SMS SNAP25 SNORD115-1 SNORD116-1 SNRPB SNRPN SNX14 SON SORD SOS1 SOS2 SOX11 SOX4 SOX5 SOX9 SP7 SPARC SPART SPATA5 SPATA5L1 SPEG SPEN SPG11 SPG7 SPRED1 SPRED2 SPRTN SPTBN1 SPTBN4 SPTLC1 SRCAP SRD5A3 SRY SSR4 STAC3 STAG1 STAG2 STAT3 STIL STX1A SUFU SUPT16H SURF1 SUZ12 SVIL SYNE1 SYNE2 SYNJ1 SYT1 SYT2 TAF1 TANC2 TARS1 TBC1D20 TBC1D24 TBCD TBCE TBCK TBL1XR1 TBL2 TBX1 TBX2 TBX4 TBX5 TBX6 TCF12 TCF20 TCF4 TCTN1 TCTN2 TCTN3 TDGF1 TELO2 TERC TERT TFAP2A TFE3 TGDS TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGIF1 THPO THSD4 TINF2 TK2 TLK2 TMCO1 TMEM138 TMEM147 TMEM165 TMEM216 TMEM218 TMEM231 TMEM237 TMEM270 TMEM38B TMEM43 TMEM63C TMEM67 TMEM94 TMTC3 TNFRSF11B TNNI2 TNNT1 TNNT3 TOGARAM1 TONSL TOR1A TPI1 TPM2 TPM3 TRAIP TRAPPC11 TRAPPC12 TRAPPC2 TRAPPC4 TREX1 TRIO TRIP11 TRIP4 TRMT10A TRPM3 TRPS1 TRPV4 TRRAP TTC19 TTC21B TTC5 TTI2 TTN TTPA TUBA1A TUBB3 TUBB4A TUBGCP4 TUBGCP6 TWIST1 TYMS UBA1 UBE2T UBE3A UBE4B UBTF UFC1 UFD1 UFSP2 UNC80 UPB1 UPF3B USB1 USF3 USP7 USP8 USP9X VAC14 VAMP1 VANGL1 VCP VDR VMA21 VPS13B VPS33A VPS35L VPS37A VPS37D VPS53 WASHC5 WDR11 WDR45B WDR81 WIPI2 WLS WNK1 WNT1 WNT3A WNT5A WRAP53 WT1 XRCC2 XYLT1 XYLT2 YARS2 YIF1B YWHAG ZBTB20 ZC4H2 ZDHHC9 ZEB2 ZIC1 ZIC2 ZMIZ1 ZMPSTE24 ZMYM2 ZNF407 ZNF423 ZNF469 HP_ABNORMAL_DELAYED_HYPERSENSITIVITY_SKIN_TEST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_DELAYED_HYPERSENSITIVITY_SKIN_TEST CASP10 CIITA EPG5 FAS FASLG JAK3 NSMCE3 RAB27A RFX5 RFXANK RFXAP WAS HP_ABNORMAL_DELIVERY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_DELIVERY ACTA1 ACY1 ADAMTS2 ADNP AGTPBP1 ARSB ASH1L ASXL3 ATP6V0A2 CACNA1D CD109 CDC42BPB CFL2 CHST3 COL1A1 COL1A2 COL25A1 COL3A1 COL5A1 COL5A2 CRTAP CYP11A1 CYP11B1 CYP11B2 DEF6 DHCR7 DST DTYMK EEF1A2 ERGIC1 F2 F8 FGFR3 GP1BA GP1BB HACD1 HERC2 HNRNPK IARS2 ITGA2 ITGA2B ITGB3 KBTBD13 KDM3B KLHL40 KLHL41 LDHA LEMD2 LMOD3 LTBP4 MAGEL2 MCM4 MED12 MKRN3 MKS1 MTHFS MTM1 MYH3 MYPN NEB NPAP1 OPA1 ORC1 PEX1 PIGA PLOD1 POLR3A POR PRKAG2 PTCD3 PTPN23 PWAR1 PWRN1 RBM10 RMRP RNU4ATAC RSPRY1 RYR1 SATB1 SCN4A SCYL2 SERPINH1 SHPK SLC26A2 SLC6A5 SNORD115-1 SNORD116-1 SON SPTBN1 TAF1 TAOK1 TPM2 TPM3 UQCC2 VARS1 ZMPSTE24 ZNF699 HP_ABNORMAL_DENSE_GRANULES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_DENSE_GRANULES AP3B1 BLOC1S5 HPS3 HPS4 HPS5 IKZF5 LYST RUNX1 HP_ABNORMAL_DENTAL_PULP_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_DENTAL_PULP_MORPHOLOGY AXIN2 BRF1 CHD3 COL1A1 COL5A1 COL5A2 CTC1 DEAF1 DKC1 DLX3 DSPP EDA EDARADD ENAM FAM20A FGF3 FGFR1 FLII GALNT3 GJA1 GREM2 IFT122 IFT43 IFT52 IQSEC2 IRF6 LAMB3 LRP6 MSX1 NEK1 NF1 NHP2 NOP10 NPM1 OCRL PARN PAX9 PEX1 PEX6 RAI1 RTEL1 SMOC2 SUMO1 TERC TERT TGFA TINF2 TP63 TYMS USB1 WDR19 WDR35 WNT10A WNT10B WRAP53 HP_ABNORMAL_DENTAL_ROOT_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_DENTAL_ROOT_MORPHOLOGY AXIN2 BCOR BRF1 CDH11 CHD3 CTC1 DEAF1 DKC1 DLX3 EDA EDARADD ENAM FGF3 FGFR1 FLII GALNT3 GJA1 GREM2 IFIH1 IFT122 IFT43 IFT52 IQSEC2 IRF6 LAMB3 LRP6 MSX1 NEK1 NHP2 NOP10 NPM1 OCRL PARN PAX9 PEX1 PEX6 RAI1 RTEL1 SMOC2 SUMO1 TERC TERT TGFA TINF2 TONSL TP63 TYMS USB1 WDR19 WDR35 WNT10A WNT10B WRAP53 HP_ABNORMAL_DENTATE_NUCLEUS_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_DENTATE_NUCLEUS_MORPHOLOGY ATN1 CLCN3 CP CYP27A1 DPM1 ERCC6 ERCC8 FTL GFAP PDGFB PDGFRB SLC20A2 SNORD118 WDR81 HP_ABNORMAL_DENTIN_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_DENTIN_MORPHOLOGY ACP4 AMELX B3GALT6 BMP1 CCDC134 CDH11 COL1A1 COL1A2 CRTAP DSPP FKBP10 IFITM5 MBTPS2 MIA3 P3H1 P4HB PHEX PPIB SEC24D SERPINF1 SERPINH1 SP7 SPARC TRIP11 ZNF469 HP_ABNORMAL_DERMATOGLYPHICS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_DERMATOGLYPHICS ADAMTSL1 ADNP AFF3 AIP ALDH6A1 ANKRD11 APC ARID1B ARL3 ASXL1 ASXL2 ASXL3 ATP6V0A2 ATP6V1B2 ATR AUTS2 B3GLCT B4GALT7 BAZ1B BCL7B BCOR BHLHA9 BICD2 BMP4 BMPR1B BRAF BRD4 BRF1 BUD23 CBL CCBE1 CCDC32 CCNQ CD96 CDC42BPB CDK10 CDK19 CEP55 CEP57 CHD7 CHST14 CHST3 CILK1 CKAP2L CLCN7 CLIP2 COG1 COL17A1 COL25A1 COX14 COX7B CPLX1 CREBBP CSGALNACT1 CSNK2A1 CTBP1 CTCF DDX11 DHCR7 DHODH DHX30 DIS3L2 DLK1 DLX4 DNAJC30 DOCK6 DOK7 DPAGT1 DPH1 DPH2 DPYD DSE EHMT1 EIF4H ELN EP300 ERGIC1 ESCO2 EXT1 EXTL3 EYA1 EZH2 FBXO28 FGD1 FGF9 FGFR2 FGFR3 FGFRL1 FIG4 FKBP6 FLNA FOXP1 G6PC3 GATA1 GDF5 GJA5 GJA8 GLE1 GLYCTK GNB2 GPKOW GPR101 GRIN1 GTF2I GTF2IRD1 GTF2IRD2 H3-3A H4C9 HCCS HDAC4 HDAC8 HNRNPK HOXA13 HRAS IFT122 IFT43 IFT57 IGF1 ITCH JARID2 KAT6B KATNB1 KCNH1 KCNK9 KCNMA1 KCNN3 KDM4B KDM6A KIF21A KMT2D KRAS KRT14 LETM1 LIFR LIMK1 LMX1B LONP1 LRP4 LTBP1 LTBP4 LZTR1 MAP1B MAP2K1 MAP2K2 MAP3K7 MCTP2 MED12 MED25 MEF2C MEG3 MEGF8 METTL27 MLXIPL MRAS MSL3 MTFMT MTOR MTX2 MUSK MYH3 MYOD1 NAA10 NAA20 NALCN NBAS NCF1 NDUFB11 NECTIN1 NEXMIF NGLY1 NIPBL NOG NRAS NSD2 NSDHL NUP107 NUP188 NUP88 NXN OTUD5 PACS1 PAX1 PDHA1 PEPD PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PGM2L1 PIEZO2 PIGL PIGS PKDCC PLAA PLOD3 PNPLA6 POLRMT PORCN PPP2CA PPP2R3C PPP3CA PRR12 PTPN11 PTPRF PUF60 RAB11B RAB3GAP1 RAB3GAP2 RAD21 RAF1 RAPSN RASA2 RB1 RBM10 RFC2 RIN2 RIPK4 RIT1 RNU4ATAC ROR2 RPL10 RPS23 RPS6KA3 RRAS RRAS2 RTL1 SALL4 SCYL2 SEPSECS SET SETBP1 SHOC2 SLC18A3 SLC25A12 SLC25A24 SLC39A13 SMAD2 SMARCA2 SMARCAD1 SMC1A SMC3 SMC5 SMOC1 SMPD4 SMS SOS1 SOS2 SPECC1L SPRED2 SPRTN SPTBN1 STAG1 STX1A STXBP1 TAF6 TASP1 TBL1XR1 TBL2 TBX4 TCF12 TCF4 TELO2 TFAP2A TGDS THOC2 TMEM147 TMEM270 TNNI2 TNNT3 TOE1 TP63 TPM2 TRIM37 TRIM8 TRIO TRPS1 TSEN15 TSEN2 TSEN34 TSEN54 TUBA1A TWIST1 TYMS UBE3B UBR1 UBR7 UFC1 VAC14 VPS13B VPS33A VPS37D VPS51 WAC WDR37 XYLT1 YY1 ZMYM2 ZNF292 ZNF462 HP_ABNORMAL_DERMOEPIDERMAL_JUNCTION_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_DERMOEPIDERMAL_JUNCTION_MORPHOLOGY COL17A1 DSP DST ITGA6 ITGB4 JUP KRT14 LAMA3 LAMB3 LAMC2 PLEC ZAP70 HP_ABNORMAL_DESCEMET_MEMBRANE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_DESCEMET_MEMBRANE_MORPHOLOGY AGBL1 COL8A2 CYP1B1 FOXC1 FOXE3 GRHL2 KCNJ13 OVOL2 PAX6 PITX2 SLC4A11 TCF4 VSX1 ZEB1 HP_ABNORMAL_DIAPHYSIS_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_DIAPHYSIS_MORPHOLOGY ACAN ACP5 ACTA1 ADNP AIP ALPL ANAPC1 ANO5 ANTXR2 ARCN1 ARSB ARSK ATP6V0A2 ATP7A ATRX B2M B3GALT6 B3GAT3 B4GALT7 B9D1 B9D2 BAZ1B BCL7B BCOR BCR BGN BHLHA9 BMP1 BMPR1B BPNT2 BRAF BRF1 BUD23 CA2 CAMK2A CANT1 CBFB CBS CC2D2A CCDC134 CCDC47 CCN6 CDC45 CENPT CEP290 CFL2 CHST3 CILK1 CLCN5 CLCN7 CLIP2 CLTCL1 COG5 COL10A1 COL11A1 COL11A2 COL1A1 COL1A2 COL2A1 COL9A1 COL9A2 COL9A3 COMP CPLANE1 CREB3L1 CRKL CRTAP CSF1R CSGALNACT1 CSPP1 CTC1 CTNS CYP19A1 CYP27B1 CYP2R1 CYP3A4 DDR2 DDRGK1 DLK1 DMP1 DNAJC30 DYM DYNC2H1 DYNC2I1 DYNC2LI1 EFL1 EHHADH EIF2AK3 EIF4H ELN ENPP1 ESCO2 EVC EVC2 EXT1 EXT2 FAM111A FAM20C FBN1 FBN2 FGF23 FGFR1 FGFR2 FGFR3 FIBP FIG4 FKBP10 FKBP6 FLNA FLNB FN1 GALNS GAN GDF5 GJA1 GLB1 GLI1 GLI3 GNAS GNPTG GORAB GPR101 GTF2I GTF2IRD1 GTF2IRD2 GUSB H3-3B HBB HEATR3 HERC2 HNRNPH1 HOXA11 HPGD HS2ST1 HS6ST1 HSPG2 IARS2 IDH1 IDS IDUA IFIH1 IFT122 IFT172 IFT43 IFT52 IFT57 IHH IL6ST INPPL1 IPO8 KANSL1 KAT6A KDELR2 KIAA0753 KIF22 KIF7 KLHL41 KRAS LAMA5 LBR LIFR LIMK1 LMOD3 LONP1 LRP4 LRP5 LTBP1 MAGEL2 MAN2B1 MAP2K1 MAP2K2 MAP3K7 MAPK1 MAPK8IP3 MATN3 MBTPS2 MCTP2 MEG3 MEGF8 METTL27 MKRN3 MKS1 MLXIPL MMP13 MMP9 MPZ MTAP MTX2 NCF1 NDUFAF6 NEB NEK8 NEK9 NEPRO NF1 NFIX NKX3-2 NOTCH2 NPAP1 NPR2 NSD1 OCRL ORC1 ORC6 P3H1 P4HB P4HTM PAPSS2 PCNT PCYT1A PDGFRB PEPD PHEX PLOD2 PMP22 POLR1A POLR3A POLRMT POR PRKACA PRKACB PRKG2 PTDSS1 PTH1R PTPN11 PUS3 PWAR1 PWRN1 PYCR1 RAB23 RAB33B RAD21 RBM8A RECQL4 RFC2 RIPK4 RMRP RNU4ATAC ROR2 RPGRIP1 RPGRIP1L RPL13 RPS6KA3 RSPO2 RSPRY1 RTL1 RUNX2 SATB2 SCARF2 SEC24D SERPINH1 SETBP1 SF3B2 SFRP4 SGMS2 SH3PXD2B SHOX SKI SLC10A7 SLC26A2 SLC2A2 SLC34A1 SLC34A3 SLC35D1 SLCO2A1 SMOC1 SNORD115-1 SNORD116-1 SNX10 SOST SOX9 SP7 SPARC SPART SPRED1 SPTBN1 STX16 STX1A TBC1D7 TBCE TBL2 TBXAS1 TCIRG1 TCTN1 TCTN2 TCTN3 TENT5A TFE3 TGDS TGFB1 TMEM107 TMEM165 TMEM216 TMEM231 TMEM237 TMEM270 TMEM38B TMEM53 TMEM67 TNFRSF11A TNFRSF11B TNFSF11 TONSL TPM2 TRIP11 TRPS1 TRPV4 TRPV6 TUBB3 TXNDC15 UFSP2 UGP2 VAC14 VDR VPS13B VPS35L VPS37D WDR19 WDR35 WDR62 WNT7A XYLT1 ZBTB20 ZEB2 ZNF699 ZPR1 HP_ABNORMAL_DISTAL_PHALANX_MORPHOLOGY_OF_FINGER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_DISTAL_PHALANX_MORPHOLOGY_OF_FINGER ABCC9 ACP5 ACTL6B ALG6 AMMECR1 ARHGAP31 ARID1A ARID1B ARSL ATP6V1B2 B3GALT6 B3GAT3 BANF1 BCR BGN BMPR1B BRF1 CANT1 CBFB CCDC22 CHST11 CHST3 CHUK CLCN7 COG4 COL10A1 COL2A1 COMP CREBBP CRIPT CRKL CTSC CTSK CWC27 DDR2 DLK1 DLL4 DOCK6 DSP DVL1 DYNC2LI1 EDA EDA2R EOGT EP300 EVC EVC2 EXOSC2 FGFR2 FIG4 FLNA FLNB FN1 FTO FTSJ1 GATAD2B GDF5 GGCX GJA5 GJA8 GLI1 GNAS GPC3 GPC4 HNRNPR HOXA13 HOXD13 HS2ST1 IARS1 IFT122 IFT43 IFT52 IFT57 IGF2 IHH JAG1 KCNH1 KCNJ8 KCNN3 KDM5C KIF22 KIF7 KNSTRN LBR LEMD3 LMBR1 LMNA LRP4 MACROH2A1 MAP3K7 MAPK1 MCTP2 MEG3 MGP MRPS28 MTOR NALCN NFIX NOG NOTCH1 NOTCH2 NSDHL NXN PAH PCNT PDGFRB PGAP2 PGAP3 PHF6 PIGB PIGF PIGL PIGN PIGO PIGS PIGV PIGW PIGY PIK3CD PITX1 POC1A POR PPP2R3C PRKACA PRKACB PRMT7 PTCH1 PTHLH RAB3GAP1 RAB3GAP2 RBPJ RMRP RNU4ATAC ROR2 RPS6KA3 RTL1 SALL4 SETBP1 SETD5 SLC25A24 SMARCA2 SMARCB1 SMARCE1 SOST SOX11 SPTBN1 SRCAP STAMBP TBC1D24 TBX3 TFAP2B TGFBR2 TRPS1 TRPV4 TWIST1 UNC80 VAC14 VPS35L WDR19 WDR35 WLS WNT5A ZBTB20 ZMPSTE24 HP_ABNORMAL_DRINKING_BEHAVIOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_DRINKING_BEHAVIOR AQP2 ARNT2 AVP AVPR2 BBS9 BSND CACNA1D CASR CDC73 CISD2 CLCNKB CLDN10 CLDN16 CTNS CYP11B1 CYP11B2 DCDC2 DZIP1L FGFR1 HESX1 HNF1A HNF1B HPSE2 HSD11B2 IL6 INSR IRF4 ITPR3 KCNJ1 KCNJ10 KCNJ5 KL LRIG2 LZTFL1 NKX2-1 NLRP3 NPHP1 NPHP3 NPHP4 OTX2 PKHD1 PROKR2 PTPN22 SLC12A3 SLC41A1 SLC5A2 SOX2 SOX3 TMEM67 TRANK1 WFS1 HP_ABNORMAL_DUODENUM_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_DUODENUM_MORPHOLOGY ACTG2 ADAM17 ARID1B BRCA1 BRCA2 BRIP1 BUB1 BUB1B BUB3 CAMK2A CARD8 CDC45 CDKN1A CDKN1B CDKN2B CDKN2C CDON CENPF CEP57 CFAP45 CHD7 CHST14 DISP1 DLL1 DYRK1A EP300 ERCC4 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FBN2 FGF8 FGFR1 FLI1 FOXF1 FOXH1 GAS1 GATA1 GLI2 IPO8 KDM3B MAD2L2 MEN1 MYCN MYH11 NODAL PALB2 PIGN PLA2G4A PLG PORCN PTCH1 RAD21 RAD51 RAD51C RARB RBM10 RERE RFWD3 RFX6 RTTN SALL1 SHH SIX3 SLX4 STAG2 STRA6 SUFU SYK TDGF1 TGIF1 TRIP13 TTC7A UBE2T WBP11 WNT7B XRCC2 XYLT2 ZIC2 ZIC3 HP_ABNORMAL_EARLOBE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_EARLOBE_MORPHOLOGY ABHD5 AHDC1 ARVCF ATR ATRIP B4GALT7 BCR BICRA BMP4 BRAF BUB1 CDC42BPB CDC6 CDH11 CENPE CENPJ CEP152 CHD7 COL2A1 COL3A1 COMT COX7B CREBBP CRKL CUL4B DHCR24 DNA2 DOCK7 DPYD EBF3 EFTUD2 EHMT1 EIF2S3 ELN EP300 ESCO2 FGD1 FGFR2 FIG4 FLI1 FN1 GJA1 GP1BB GPC3 GPC4 GRIA3 HBA1 HBA2 HCCS HDAC8 HIRA HIVEP2 HMX1 HNRNPH1 HRAS HS2ST1 HYMAI IL1RAPL1 JMJD1C KAT6A KCTD1 KMT2B KMT2C LAS1L MAN2C1 MAPK1 MAPRE2 MED25 MGAT2 MLXIPL NDUFB11 NOTCH2 NR2F1 NSD2 NUP85 OTUD5 PCNT PGAP3 PGM2L1 PHF6 PHIP PIGB PIGL PIGQ PIGY PIK3CA PLAGL1 PLK4 PLXNA1 POLR3A POR PRR12 PTPRF RAC1 RBBP8 RBM10 RDH11 RECQL RREB1 SCARF2 SEC24C SEMA3E SETBP1 SIN3A SLC26A2 SLC35C1 SMARCD1 SMG9 SMOC1 SMS SPEN TBL1XR1 TBX1 TMEM94 TPRKB TRAIP TRIP12 TWIST1 UFC1 UFD1 UGDH VPS13B VPS53 WARS1 WDR4 ZEB2 ZMYM2 ZNF407 HP_ABNORMAL_EAR_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_EAR_MORPHOLOGY A2ML1 AARS1 AASS ABCA12 ABCA4 ABCC1 ABCC6 ABCC8 ABHD5 ACAN ACBD5 ACER3 ACOX1 ACP5 ACTA1 ACTB ACTG1 ACTG2 ACVR1 ADA ADA2 ADAM17 ADAMTS18 ADAMTS2 ADAMTS3 ADAMTSL1 ADAMTSL2 ADAR ADAT3 ADGRG6 ADGRV1 ADNP ADSL AEBP1 AFF2 AFF3 AFF4 AGA AGBL5 AGO1 AGO2 AGPAT2 AGR2 AGRN AHDC1 AHI1 AHR AHSG AIFM1 AIP AIRE AK2 AKT1 ALDH18A1 ALDH1A2 ALG12 ALG13 ALG2 ALG3 ALG6 ALG8 ALG9 ALKBH8 ALMS1 ALOX12B ALOXE3 ALX1 ALX3 ALX4 AMER1 AMMECR1 AMPD2 ANAPC1 ANAPC7 ANK1 ANKH ANKRD11 ANO1 ANTXR1 ANTXR2 AP1G1 AP1S2 AP3B1 AP3D1 AP4E1 APC APC2 ARHGAP29 ARHGEF18 ARHGEF38 ARID1A ARID1B ARID2 ARL13B ARL2BP ARL3 ARL6 ARMC9 ARSG ARSL ARVCF ARX ASH1L ASNS ASPRV1 ASXL1 ASXL2 ASXL3 ATIC ATN1 ATP2B1 ATP6AP2 ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 ATR ATRIP ATRX AUTS2 B3GALNT2 B3GALT6 B3GAT3 B3GLCT B4GALT1 B4GALT7 B4GAT1 B9D1 B9D2 BAP1 BAZ1B BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCL11A BCL11B BCL7B BCOR BCR BEST1 BHLHA9 BICD2 BICRA BIN1 BLM BLNK BLTP1 BMP1 BMP2 BMP4 BMPER BMPR1A BPTF BRAF BRCA1 BRCA2 BRCC3 BRD4 BRF1 BRIP1 BRPF1 BRWD3 BSCL2 BSND BTK BUB1 BUB1B BUB3 BUD23 C12orf57 C1QB C2CD3 C4B CA2 CA4 CACNA1B CACNA1C CACNA1G CACNA2D1 CAMK2A CAMK2G CAMKMT CAMTA1 CANT1 CAPN15 CARMIL2 CARS1 CASK CASZ1 CAV1 CBL CBY1 CC2D2A CCBE1 CCDC103 CCDC22 CCDC32 CCDC39 CCDC40 CCDC47 CCDC50 CCDC65 CCDC8 CCND1 CCNK CCNO CCNQ CD19 CD247 CD3D CD3E CD3G CD4 CD79A CD79B CD81 CD96 CDC42 CDC42BPB CDC45 CDC6 CDCA7 CDH1 CDH11 CDH2 CDH23 CDHR1 CDK10 CDK13 CDK5RAP2 CDKN1C CDT1 CENPE CENPF CENPJ CEP104 CEP120 CEP152 CEP19 CEP290 CEP41 CEP55 CEP57 CEP78 CERKL CFAP221 CFAP298 CFAP300 CFAP418 CFAP45 CFAP52 CFAP74 CFI CHAMP1 CHAT CHD3 CHD4 CHD5 CHD7 CHD8 CHMP1A CHN1 CHRNA1 CHRNA7 CHRND CHRNG CHST14 CHST3 CHSY1 CHUK CIB2 CIITA CILK1 CIT CLCF1 CLCN3 CLCN7 CLCNKA CLCNKB CLIC2 CLIP2 CLRN1 CLTC CNGA1 CNGB1 CNOT1 CNOT2 CNOT3 CNTNAP1 COBLL1 COCH COG1 COG5 COG7 COL11A1 COL11A2 COL13A1 COL1A1 COL1A2 COL2A1 COL3A1 COL4A1 COL4A6 COL5A1 COL6A1 COL6A2 COL6A3 COL7A1 COLEC10 COLEC11 COMT COQ6 CORO1A COX7B CPE CPLANE1 CPLX1 CPOX CPT2 CR2 CRB1 CREB3L1 CREBBP CRKL CRLF1 CRPPA CRX CSGALNACT1 CSNK2A1 CSPP1 CTBP1 CTCF CTH CTLA4 CTNND1 CTNND2 CTSD CTSK CTU2 CUL4B CUL7 CUX1 CWC27 CXCR4 CYBA CYBB CYBC1 CYP4F22 DACT1 DAG1 DCAF17 DCHS1 DCLRE1C DCPS DDB1 DDR2 DDX11 DDX3X DDX59 DDX6 DEAF1 DENND5A DHCR24 DHCR7 DHDDS DHODH DHPS DHX16 DHX30 DHX37 DHX38 DIAPH3 DIS3L2 DLG1 DLK1 DLL3 DLST DLX4 DLX5 DNA2 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAJC21 DNAJC30 DNAL1 DNM1 DNMT3A DNMT3B DOCK2 DOCK6 DOCK7 DOCK8 DOK7 DONSON DPF2 DPH1 DPH2 DPP6 DPP9 DPYD DPYSL5 DRC1 DSE DSP DST DVL1 DVL3 DYNC2LI1 DYRK1A DZIP1L EBF3 EBP ECE1 EDEM3 EDN1 EDNRA EED EEF1A2 EFEMP2 EFL1 EFTUD2 EGFR EHMT1 EIF2S3 EIF3F EIF4A3 EIF4H EIF5A ELANE ELMO2 ELMOD3 ELN EMC1 ENPP1 EP300 EPAS1 EPG5 ERBB3 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ERF ERLIN2 ERMARD ESCO2 ESPN ESRP1 ESRRB ETFA ETFB ETFDH EVC EVC2 EXOC2 EXOC7 EXOSC2 EXOSC9 EXT1 EXT2 EYA1 EYA4 EYS EZH2 FAM149B1 FAM161A FAM20C FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAR1 FAT4 FBLN5 FBN1 FBN2 FBXL4 FBXO11 FBXW11 FBXW7 FCGR3A FDFT1 FGD1 FGF10 FGF20 FGF3 FGF9 FGFR1 FGFR2 FGFR3 FGFRL1 FH FHL1 FIBP FIG4 FKBP14 FKBP6 FKRP FKTN FLI1 FLII FLNA FLNB FMR1 FN1 FOCAD FOXF1 FOXG1 FOXI1 FOXJ1 FOXL2 FOXP1 FOXP2 FRA10AC1 FRAS1 FREM1 FREM2 FRMD4A FRMPD4 FSCN2 FTSJ1 FUCA1 FZD2 G6PC3 GABRA3 GABRD GAD1 GALNT2 GAS2L2 GAS8 GATA1 GATA2 GATA4 GBA1 GDF11 GDF5 GDF6 GFRA1 GJA1 GJA5 GJA8 GJB2 GJB3 GJB4 GJB6 GK GLB1 GLE1 GLI2 GLI3 GLIS3 GLRA2 GLUL GMNN GNAI3 GNB1 GNB2 GNE GNPTAB GNS GON7 GP1BB GPC3 GPC4 GPC6 GPKOW GPR101 GPRASP2 GPT2 GPX4 GRB10 GREB1L GRHL3 GRIA3 GRIA4 GRIP1 GSC GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GTPBP2 GUCA1B GUSB H19 H3-3A H4C3 H4C5 H4C9 HAAO HARS1 HAX1 HBA1 HBA2 HCCS HDAC4 HDAC6 HDAC8 HEATR3 HECTD4 HECW2 HELLS HEPHL1 HERC1 HES7 HGSNAT HHAT HIRA HIVEP2 HLA-B HLA-DPA1 HLA-DPB1 HLA-DRB1 HMGA2 HMGB3 HMX1 HNRNPH1 HNRNPK HOXA13 HOXA2 HOXB1 HOXD13 HRAS HS2ST1 HS6ST2 HSD17B4 HSPA9 HSPG2 HUWE1 HYAL1 HYDIN HYLS1 HYMAI ICOS IDH1 IDH3A IDH3B IDS IDUA IFIH1 IFT122 IFT140 IFT172 IFT27 IFT52 IFT74 IFT81 IFT88 IGBP1 IGF1R IGF2 IGHG2 IGHM IGKC IGLL1 IKBKB IKBKG IL11RA IL17RA IL1RAPL1 IL21R IL2RB IL2RG IL6R IL6ST IL7R IMPDH1 IMPG1 IMPG2 INPP5E INPPL1 INSR INTS1 INTU IPO8 IQSEC2 IREB2 IRF2BP2 IRF6 IRX5 ITCH ITGA3 ITGA6 ITGA8 ITGB4 ITGB6 JAG1 JAGN1 JAK3 JARID2 JMJD1C JUP KANSL1 KARS1 KAT5 KAT6A KAT6B KAT8 KATNB1 KATNIP KCNAB2 KCNH1 KCNJ1 KCNJ10 KCNJ11 KCNJ2 KCNJ5 KCNK4 KCNK9 KCNMA1 KCNN3 KCNQ1 KCNQ1OT1 KCTD1 KDM3B KDM4B KDM5B KDM5C KDM6A KDM6B KDSR KIAA0586 KIAA0753 KIAA1549 KIF11 KIF14 KIF15 KIF1A KIF1B KIF21A KIF26A KIF7 KIFBP KIZ KLF13 KLHL40 KLHL41 KLHL7 KMT2A KMT2B KMT2C KMT2D KMT5B KNSTRN KRAS KYNU LAGE3 LARGE1 LARP7 LAS1L LBR LETM1 LFNG LGI4 LIFR LIG1 LIG4 LIMK1 LIPN LMBRD1 LMBRD2 LMNA LMNB1 LMOD3 LMX1B LONP1 LRAT LRBA LRP2 LRP4 LRP5 LRPPRC LRRC56 LRRC8A LSM11 LSS LUZP1 LZTFL1 LZTR1 MAB21L1 MACF1 MAD1L1 MAD2L2 MADD MAF MAFB MAGEL2 MAGT1 MAK MAN1B1 MAN2B1 MAN2C1 MAP1B MAP2K1 MAP2K2 MAP3K7 MAPK1 MAPK8IP3 MAPRE2 MARS1 MARS2 MASP1 MAX MBD5 MBTPS1 MBTPS2 MCIDAS MCM5 MCTP2 MDH2 MECP2 MED12 MED13L MED25 MED27 MEF2C MEG3 MEGF8 MEIS2 MEOX1 MERTK MESD MESP2 METTL27 METTL5 MGAT2 MGP MID1 MID2 MINPP1 MITF MKKS MKS1 MLXIPL MMACHC MMP23B MN1 MNS1 MPDU1 MPDZ MPLKIP MRAS MRPL12 MRPS14 MRPS16 MRPS2 MRPS22 MRPS28 MRTFA MS4A1 MSL3 MSX1 MSX2 MT-TS2 MTHFR MUSK MVK MYCN MYH3 MYMX MYO18B MYO7A MYO9A MYOD1 MYSM1 NAA10 NAA20 NALCN NANS NARS1 NARS2 NBN NCF1 NCF2 NCF4 NCKAP1L NDE1 NDP NDST1 NDUFB11 NEB NECTIN1 NEK1 NEK10 NEK2 NEK9 NELFA NEU1 NEXMIF NF1 NF2 NFIA NFIX NFKB1 NFKB2 NFKBIA NGLY1 NHS NIN NIPA1 NIPA2 NIPAL4 NIPBL NKAP NKX2-1 NME5 NME8 NOG NOTCH2 NOTCH2NLC NOTCH3 NPHP1 NR2E3 NR2F1 NRAS NRCAM NRL NSD1 NSD2 NSDHL NSRP1 NSUN2 NTNG2 NUP107 NUP133 NUP188 NUP85 NUP88 NXN OBSL1 OCLN OCRL ODAD1 ODAD2 ODAD3 ODAD4 ODC1 OFD1 OGT OPHN1 ORC1 ORC4 ORC6 OSGEP OSTM1 OTOF OTUD5 OTUD6B OTX2 P4HA2 PACS1 PAFAH1B1 PAH PAICS PAK1 PAK3 PALB2 PAM16 PAX1 PAX7 PBX1 PCARE PCDH15 PCDHGC4 PCGF2 PCLO PCNT PCYT1A PDE4D PDE6A PDE6B PDE6D PDE6G PDGFRA PDPN PDZD7 PDZD8 PEPD PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PGAP1 PGAP2 PGAP3 PGM1 PGM2L1 PGM3 PHACTR1 PHF6 PHGDH PHIP PHOX2B PI4KB PIBF1 PIEZO1 PIEZO2 PIGA PIGB PIGG PIGH PIGK PIGL PIGN PIGO PIGQ PIGS PIGT PIGU PIGV PIGW PIGY PIK3C2A PIK3CA PIK3CD PIK3CG PIK3R1 PITX1 PKHD1 PLAA PLAG1 PLAGL1 PLCB4 PLCG2 PLCH1 PLEC PLG PLK4 PLOD1 PLOD3 PLVAP PLXNA1 PLXND1 PMM2 PNP PNPLA6 POC1A POGZ POLA1 POLE POLR1A POLR1B POLR1C POLR1D POLR3A POMGNT1 POMGNT2 POMK POMT1 POMT2 POR PORCN POU3F3 POU3F4 POU4F1 PPM1B PPM1D PPP1CB PPP1R12A PPP1R15B PPP1R21 PPP2R3C PPP2R5D PQBP1 PRCD PRDM16 PRDM5 PRDX1 PREPL PRIM1 PRKAR1B PRKCD PRKCZ PRKDC PRKG2 PROM1 PRORP PRPF3 PRPF31 PRPF4 PRPF6 PRPF8 PRPH2 PRPS1 PRR12 PRRX1 PRTN3 PRUNE1 PSAT1 PSMB8 PSMC3 PSMD12 PTCH1 PTDSS1 PTEN PTF1A PTH1R PTPN11 PTPN22 PTPRF PUF60 PUM1 PURA PUS7 PYCR1 PYCR2 QARS1 QRICH1 RAB11B RAB18 RAB23 RAB3GAP1 RAB3GAP2 RAB5IF RAC1 RAC2 RAD21 RAD51 RAD51C RAF1 RAG1 RAG2 RAI1 RALA RALGAPA1 RAPSN RARB RASA2 RB1 RBBP8 RBM10 RBM8A RBMX RBP3 RDH11 RDH12 RECQL RECQL4 REEP6 RELB RELN RERE RET RFC2 RFWD3 RFX5 RFX7 RFXANK RFXAP RGR RHO RHOBTB2 RIC1 RIPK4 RIPPLY2 RIT1 RLBP1 RMRP RNASEH2A RNASEH2B RNASEH2C RNF113A RNF168 RNF2 RNU4ATAC RNU7-1 ROBO1 ROM1 ROR2 RP1 RP1L1 RP2 RP9 RPE65 RPGR RPGRIP1 RPGRIP1L RPL10 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS23 RPS24 RPS26 RPS27 RPS28 RPS29 RPS6KA3 RPS7 RRAS RRAS2 RREB1 RSPH1 RSPH3 RSPH4A RSPH9 RSPO2 RSPRY1 RTL1 RTTN RUNX2 RUSC2 RXYLT1 RYR1 SAG SALL1 SALL4 SAMHD1 SATB1 SATB2 SBDS SC5D SCAPER SCARF2 SCLT1 SCN4A SCNM1 SCYL2 SDCCAG8 SDHA SDHAF2 SDHB SDHC SDHD SDR9C7 SEC24C SEMA3E SEMA4A SEMA5A SEPTIN9 SET SETBP1 SETD1A SETD2 SETD5 SF3B2 SF3B4 SGMS2 SH2B1 SH3KBP1 SH3PXD2B SHANK3 SHOC2 SIAH1 SIM1 SIN3A SIX1 SIX2 SIX5 SKI SKIC3 SLC12A2 SLC12A6 SLC16A2 SLC18A3 SLC1A4 SLC25A1 SLC25A11 SLC25A12 SLC25A24 SLC26A2 SLC26A4 SLC2A1 SLC2A10 SLC35C1 SLC37A4 SLC39A7 SLC39A8 SLC3A1 SLC5A7 SLC6A17 SLC6A8 SLC6A9 SLC7A14 SLC9A6 SLF2 SLX4 SMAD2 SMAD4 SMARCA2 SMARCB1 SMARCD1 SMARCD2 SMC1A SMC3 SMC5 SMCHD1 SMG8 SMG9 SMOC1 SMPD4 SMS SNAP25 SNAP29 SNRNP200 SNRPB SNX10 SOD1 SON SOS1 SOS2 SOST SOX10 SOX11 SOX4 SOX5 SOX6 SOX9 SP7 SPAG1 SPART SPATA7 SPECC1L SPEF2 SPEG SPEN SPI1 SPINT2 SPOP SPRED1 SPRED2 SPTBN1 SRCAP SRD5A3 SRP54 SRY SSR4 STAC3 STAG1 STAG2 STAMBP STAT3 STEEP1 STK36 STRA6 STT3A STX1A STXBP1 SUFU SULT2B1 SUOX SUPT16H SUZ12 SYK SYNE1 SYNGAP1 SYT2 TAB2 TAF1 TAFAZZIN TALDO1 TAOK1 TAP1 TAP2 TAPBP TAPT1 TARS1 TASP1 TBC1D20 TBC1D23 TBC1D24 TBCD TBCE TBL1XR1 TBL2 TBR1 TBX1 TBX15 TBX2 TBX22 TBX4 TCF20 TCF3 TCF4 TCIRG1 TCOF1 TCTN1 TCTN2 TCTN3 TELO2 TENM3 TET3 TFAP2A TFAP2B TFE3 TGDS TGFB3 TGM1 THOC1 THOC2 THUMPD1 TIMM8A TLK2 TLR8 TMCO1 TMEM107 TMEM127 TMEM138 TMEM147 TMEM165 TMEM216 TMEM218 TMEM231 TMEM237 TMEM260 TMEM270 TMEM67 TMEM70 TMEM94 TMIE TNFRSF11A TNFRSF13B TNFRSF13C TNFSF11 TNFSF12 TNNI2 TNNT3 TNPO2 TNRC6B TOE1 TOGARAM1 TOPORS TOR1A TP53RK TP63 TP73 TPM2 TPM3 TPP2 TPRKB TRAC TRAF7 TRAIP TRAPPC9 TREX1 TRIM32 TRIO TRIP11 TRIP12 TRIP13 TRMT1 TRMT10A TRPS1 TRPV4 TRPV6 TRRAP TSHZ1 TSPEAR TSR2 TTC12 TTC26 TTC5 TTC8 TTI2 TTN TUB TUBA1A TUBB TUBB3 TUBG1 TUBGCP2 TUBGCP4 TUBGCP6 TULP1 TWIST1 TWIST2 TXNDC15 TXNL4A UBA1 UBA2 UBB UBE2A UBE2T UBE3B UBE4B UBR7 UFC1 UFD1 UGDH UGP2 UMPS UNC119 UNC80 UPF3B UQCRH USB1 USH1C USH1G USH2A USP26 USP48 USP7 USP9X VAC14 VAMP1 VANGL2 VARS1 VHL VIPAS39 VPS13B VPS33B VPS35L VPS37A VPS37D VPS51 VPS53 VSX1 WAC WARS1 WARS2 WAS WASHC4 WASHC5 WBP11 WDPCP WDR19 WDR26 WDR35 WDR37 WDR4 WDR73 WFS1 WHRN WIPF1 WLS WNT3 WNT4 WNT5A WNT7A WNT7B WNT9B XRCC2 XYLT1 XYLT2 YME1L1 YRDC YWHAE YY1 ZBTB18 ZBTB20 ZBTB24 ZC4H2 ZDHHC9 ZEB2 ZIC2 ZIC3 ZMIZ1 ZMPSTE24 ZMYM2 ZMYND10 ZMYND11 ZNF148 ZNF292 ZNF341 ZNF407 ZNF408 ZNF423 ZNF462 ZNF469 ZNF513 ZNF526 ZNF668 ZNF699 ZNF711 ZNHIT3 HP_ABNORMAL_EATING_BEHAVIOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_EATING_BEHAVIOR ABCC8 ACAT1 ADCY3 ADNP AGPAT2 AGRN ALMS1 ARID1A ARID1B ARID2 ASH1L ATP10A ATP5F1B BBS9 BRAF BSCL2 CACNA1A CASZ1 CDK13 CHAT CHD8 CLCNKB COL13A1 CTNNB1 DHPS DNM1 DPF2 DPYD ELP2 EZH2 FOXG1 GABRD GNAS GPR101 GRB10 GRN HERC2 HNF1A HSPG2 HTT IFT74 IL6 ITPR3 KCNAB2 KCNJ10 KCNJ11 LARP7 LEP LEPR LUZP1 MAGEL2 MAN1B1 MAPT MBD5 MC4R MEIS2 MEN1 MKRN3 MMP23B MN1 MYO9A MYT1L NDN NEXMIF NKX2-1 NPAP1 NTRK2 OCA2 PACS1 PCDH19 PCSK1 PDPN PDSS1 PGM2L1 PLA2G6 POMC PRDM16 PREPL PRKCZ PSEN1 PTPN22 PWAR1 PWRN1 RERE RFX7 SATB2 SCN4A SETD2 SH2B1 SIM1 SKI SLC12A3 SLC18A3 SLC25A1 SLC25A13 SLC2A3 SLC3A1 SLC5A2 SLC5A7 SLC7A7 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SNAP25 SNORD115-1 SNORD116-1 SNRPN SOX11 SOX4 SPEN SUPT16H SYNGAP1 SYT2 TRANK1 UBE3A UBE4B UCP2 VAMP1 YY1 ZNF699 ZSWIM6 HP_ABNORMAL_EKG https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_EKG ABCC9 ACADVL ACTC1 AKAP9 ALG10B ALPK3 ANK2 ATP1A2 ATP1A3 BPTF BRF1 CACNA1A CACNA1C CACNA1D CACNA1S CACNA2D1 CACNB2 CALM1 CALM2 CALM3 CAV3 CAVIN1 CDC73 CDKN1A CDKN1B CDKN2B CDKN2C CITED2 CLCNKB CLN3 DBH DCAF17 DMD DNAJC19 DOHH DPAGT1 DSC3 DSG2 DYSF EMD FLNC FXN GAA GABRA3 GATA4 GATA6 GJA5 GMPPB GNAS GNB2 GNB5 GPC3 GPC4 GPD1L GYG1 HADH HCN4 IRX5 JUP KCNA5 KCND3 KCNE1 KCNE2 KCNE3 KCNE5 KCNH2 KCNJ18 KCNJ2 KCNJ5 KCNJ8 KCNQ1 LAMP2 MECP2 MEN1 MT-CYB MTFMT MYH6 MYH7 MYL2 MYL3 NEU1 NKX2-5 NOS1AP NPPA PHOX2B PKP2 PLXND1 POLG PRKAG2 PSMD12 RAF1 RANGRF RYR1 SCN10A SCN1B SCN2B SCN3B SCN4B SCN5A SCNN1A SEMA3A SLC12A3 SLC1A3 SLC4A3 SLC6A8 SLMAP SNTA1 SRY STX16 SVIL TANGO2 TBX20 TBX5 TECRL TLL1 TMEM43 TNNC1 TNNI3K TNNT2 TRDN TRPM4 TTR HP_ABNORMAL_ELASTICITY_OF_SKIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_ELASTICITY_OF_SKIN AARS1 ABCA12 ABCC6 ABL1 ACD ADAMTS2 ADAMTSL2 AEBP1 AIP AKT3 ALDH18A1 ALG12 ALG8 ALOX12B ALOXE3 ANTXR1 ARMC5 ASPRV1 ASXL1 ATP6AP1 ATP6AP2 ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 ATP7A ATRX B3GALT6 B3GAT3 B4GALT1 B4GALT7 BAZ1B BCL11B BCL7B BGN BRAF BUD23 C1R C1S CD96 CDH23 CDK13 CDKN2A CEP55 CFTR CHST14 CHST3 CLIP2 COG7 COL12A1 COL1A1 COL1A2 COL3A1 COL5A1 COL5A2 COPB1 CSPP1 CSTA CTNNB1 CUL4B CYP4F22 DKC1 DLG4 DLK1 DNAJC30 DSE EBP EDA EED EFEMP2 EHMT1 EIF4H ELN ENPP1 EXT1 EZH2 FBLN5 FBN1 FGD1 FGF20 FGFR2 FGFR3 FIG4 FKBP14 FKBP6 FLNA FOXC1 GATA1 GBA1 GGCX GNAS GNB2 GORAB GPX4 GSN GTF2I GTF2IRD1 GTF2IRD2 H1-4 H4C5 HPGD HRAS IARS1 IFT140 IFT43 INPPL1 INSR IPO8 KCNH1 KCNMA1 KCNN3 KIAA0586 KIF22 KMT2C KRAS LIMK1 LIPN LMNA LOX LSS LTBP1 LTBP4 LZTR1 MAN1B1 MAN2B1 MAP2K1 MAP2K2 MAP3K7 MAPRE2 MEG3 MEGF8 METTL27 MGP MICU1 MLXIPL MRAS MRPS16 MRPS22 MTAP NAA10 NBAS NCF1 NDUFB10 NDUFB11 NEPRO NIPAL4 NPR2 NR3C1 NSD1 OTUD5 PAH PARN PAX2 PDE11A PDGFRB PEX1 PIGQ PIK3R1 PITX2 PLOD1 POLD1 PRDM5 PRKAR1A PRMT7 PTDSS1 PTEN PTPN11 PUF60 PYCR1 RAD21 RAF1 RFC2 RIN2 RIT1 RPS6KA3 RTEL1 RTL1 SDR9C7 SH3PXD2B SHOC2 SKI SLC25A24 SLC26A2 SLC2A10 SLC39A13 SLC6A8 SLC7A7 SMAD2 SMAD3 SMARCA2 SMARCAD1 SMARCD2 SON SPARC SPEN SPINT2 SRD5A3 STX1A SULT2B1 SUZ12 TBL1XR1 TBL2 TBX15 TERT TGFB2 TGFBR1 TGFBR2 TGM1 TGM5 TINF2 TMEM270 TNXB TP53 TRAF7 TRIP4 TRPS1 TUBB TWIST2 USP48 USP8 VAC14 VPS37D WDR19 WDR35 WDR37 WDR81 WLS WRN XYLT1 XYLT2 YY1 ZMPSTE24 ZNF469 ZNRF3 HP_ABNORMAL_ELECTROPHYSIOLOGY_OF_SINOATRIAL_NODE_ORIGIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_ELECTROPHYSIOLOGY_OF_SINOATRIAL_NODE_ORIGIN ABCC6 ABCC9 AKAP9 ANK2 ARSB BANF1 BVES CACNA1C CACNA2D1 CACNB2 CALM1 CALM2 CALM3 CASQ2 CAV3 DLST DNMT3A EPAS1 FH GAA GFM2 GNB2 GNB5 GPD1L HCN4 HEPHL1 KCNA5 KCND3 KCNE1 KCNE2 KCNE3 KCNE5 KCNH2 KCNJ5 KCNJ8 KCNQ1 KIF1B LMNA MAX MDH2 MYH6 MYH7 MYO1H MYPN NF1 NOS1AP NPPA PEX5 PKP2 PRKAG2 RANGRF RET RYR1 RYR2 SCN10A SCN1B SCN2B SCN3B SCN4B SCN5A SCNN1A SDHA SDHAF2 SDHB SDHC SDHD SEMA3A SGO1 SLC25A11 SLMAP SNTA1 TBX5 TMEM127 TNNI3K TNNT2 TPM2 TPM3 TRDN TRPM4 VHL HP_ABNORMAL_ELECTRORETINOGRAM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_ELECTRORETINOGRAM ABCA4 ACOX1 ADAR ADGRV1 AGBL5 AGK AHI1 AHR AIPL1 ALG3 ARHGEF18 ARL2BP ARL3 ARL6 ARSG ATF6 BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BEST1 CA4 CABP4 CACNA1F CACNA2D4 CAPN5 CC2D2A CDH23 CDHR1 CEP104 CEP19 CEP290 CEP78 CERKL CFAP418 CHM CIB2 CLCC1 CLN3 CLN8 CLRN1 CNGA1 CNGA3 CNGB1 CNGB3 COL25A1 CRB1 CRX CWC27 CYP4V2 DHDDS DHX38 EMC1 ESPN EYS FAM161A FLVCR1 FSCN2 GDF6 GNAT1 GNAT2 GNB3 GNB5 GPR179 GRK1 GRM6 GUCA1A GUCA1B GUCY2D HADHA HARS1 HGSNAT HSD17B4 IDH3A IDH3B IDS IFT140 IFT172 IFT27 IFT74 IFT88 IMPDH1 IMPG1 IMPG2 IQCB1 KCNJ13 KIAA1549 KIF21A KIF3B KIZ KLHL7 LARGE1 LCA5 LRAT LRIT3 LRTOMT LZTFL1 MAK MCOLN1 MERTK MFRP MKKS MKS1 MT-ATP6 MT-TS2 MYO7A NEK2 NMNAT1 NOTCH3 NPHP1 NR2E3 NRL NUP54 NUP62 NYX OFD1 OPN1LW OPN1MW OPN1SW PCARE PCDH15 PCYT1A PDE6A PDE6B PDE6C PDE6D PDE6G PDE6H PDZD7 PEX1 PEX12 PHOX2A PIEZO2 PNPLA6 POGZ POMGNT1 PPT1 PRCD PROM1 PRPF3 PRPF31 PRPF4 PRPF6 PRPF8 PRPH2 RBP3 RD3 RDH12 RDH5 REEP6 RGR RHO RLBP1 RNF216 ROM1 RP1 RP1L1 RP2 RP9 RPE65 RPGR RPGRIP1 RS1 SAG SCAPER SCLT1 SDCCAG8 SEMA4A SLC24A1 SLC25A4 SLC7A14 SNRNP200 SPATA7 SSBP1 SUCLA2 TIMM8A TIMP3 TKFC TLCD3B TOPORS TPP1 TRIM32 TRPM1 TTC8 TTLL5 TUB TUBA1A TUBB2B TUBB3 TUBB4B TULP1 UCHL1 USH1C USH1G USH2A USP45 VSX1 WDPCP WHRN WWOX ZNF408 ZNF513 ZNF699 HP_ABNORMAL_EMOTION_AFFECT_BEHAVIOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_EMOTION_AFFECT_BEHAVIOR ABCA12 ABCA2 ABCC6 ABCC8 ACAT1 ACOX1 ACTN4 ADAR ADAT3 ADNP ADSL AFF2 AGO1 AGO2 AIFM1 AIP AKT1 ALAD ALDH4A1 ALDH5A1 ALDH7A1 ALG13 ALG14 ALG9 ALPL AMPD2 AMT ANG ANK3 ANKFY1 ANLN ANXA11 AP1G1 AP1S2 AP2M1 APC2 APOL1 AQP2 ARG1 ARHGAP24 ARHGDIA ARID1A ARID1B ARID2 ARMC5 ARPC4 ARSA ARV1 ARX ASAH1 ASH1L ASL ASNS ASPA ASS1 ASXL1 ASXL3 ATG7 ATP10A ATP13A2 ATP1A1 ATP1A2 ATP1A3 ATP5F1A ATP6V0A1 ATP7B ATP9A ATRX ATXN1 ATXN10 ATXN2 AUH AVP AVPR2 B4GALNT1 BAP1 BCAP31 BCL11A BCOR BCORL1 BCS1L BMP6 BMPR1A BPTF BRAF BRF1 BSND C12orf4 C12orf57 C19orf12 C4A C9orf72 CABP4 CACNA1A CACNB4 CAMK2A CAMK2B CAMK2G CAMTA1 CARS1 CASK CASR CASZ1 CCNF CCR1 CD2AP CDC42BPB CDH2 CDH23 CDKL5 CDKN2A CDON CEP104 CEP152 CEP290 CEP85L CFAP410 CHCHD10 CHD2 CHD5 CHD7 CHD8 CHKA CHMP2B CHRNA2 CHRNA4 CHRNB2 CILK1 CLCN2 CLCN3 CLCN4 CLCNKA CLCNKB CLN3 CLN5 CLN8 CLP1 CLTCL1 CLTRN CNP CNTNAP2 COG4 COL4A3 COQ2 COQ8B CP CPS1 CRB1 CRB2 CRBN CREBBP CRH CTNNB1 CTSF CUL4B CUX2 CYP27A1 CYP27B1 CYP2R1 DAAM2 DAO DARS1 DCDC2 DCHS1 DCTN1 DCX DDC DDX3X DEAF1 DEPDC5 DGCR2 DGCR6 DGCR8 DHCR7 DISP1 DLL1 DMXL2 DNAJC13 DNAJC6 DNM1 DNM1L DNMT1 DNMT3A DPAGT1 DPF2 DPYD DPYSL5 DYNC1I2 DYRK1A EBP ECM1 EEF1A2 EFHC1 EHMT1 EIF2B1 EIF2S3 EIF4G1 ELP1 ELP2 EMP2 ENPP1 ENTPD1 EP300 EPCAM EPHA4 EPM2A ERAP1 ERBB4 ESS2 EXOC8 EXOSC8 FAN1 FAS FAT4 FBP1 FBP2 FBXL3 FBXW11 FDFT1 FGF14 FGF8 FGFR1 FIG4 FLII FMO3 FMR1 FOCAD FOXG1 FOXH1 FOXP1 FOXRED1 FRMPD4 FRRS1L FTL FTSJ1 FUS GABBR2 GABRA1 GABRB3 GABRD GABRG2 GALC GAMT GAPVD1 GAS1 GATAD2B GBA1 GCH1 GDAP2 GFAP GIGYF2 GJA5 GJA8 GJB2 GLDC GLE1 GLI2 GLRX5 GLS GLT8D1 GM2A GNA11 GNAO1 GNAS GNB1 GNB2 GNS GRIA1 GRIA2 GRIA3 GRIA4 GRIK2 GRIN1 GRIN2A GRM7 GRN GUCY2D GYS2 H4C5 HBB HDAC4 HDAC8 HDC HECTD4 HECW2 HEPHL1 HERC2 HEXA HFE HIBCH HIKESHI HIVEP2 HLA-B HLA-DQB1 HLA-DRB1 HLCS HMGCL HNRNPA1 HNRNPH2 HPRT1 HSD17B10 HSPG2 HTR2A HTRA1 HTRA2 HTT IBA57 IFIH1 IFNG IFNGR1 IL10 IL12A IL12A-AS1 IL23R IMPA1 INF2 INPP5E IQSEC1 IQSEC2 ITPA JARID2 JPH3 JRK KANSL1 KARS1 KAT5 KCNA1 KCNAB2 KCNQ3 KCNT1 KDM3B KDM4B KDM5B KDM5C KIF11 KIF15 KIF5C KLRC4 KMT2A KMT2C KMT2E KMT5B KNL1 KPTN KRAS LARP7 LAS1L LEPR LINGO1 LINS1 LMAN2L LRRK2 LSM11 LUZP1 MAB21L1 MADD MAGEL2 MAGI2 MAN1B1 MANBA MAOA MAPK1 MAPK10 MAPK8IP3 MAPT MATR3 MBD5 MECP2 MED12 MED12L MED13L MED23 MED25 MEFV METTL5 MGAT2 MIR17HG MKRN3 MLH1 MLH3 MMP23B MOCS2 MSH2 MSH6 MT-ATP6 MTHFS MTPAP MYO1E MYT1L NAA10 NAA20 NACC1 NAGLU NAGS NALCN NAT8L NAXD NAXE NBEA NDE1 NDN NDP NDST1 NDUFA2 NDUFA6 NDUFAF4 NDUFS1 NEFH NEK1 NEUROD2 NEXMIF NF2 NFASC NFIB NFIX NHLRC1 NHLRC2 NIPA1 NIPA2 NIPBL NKAP NMNAT1 NODAL NONO NOTCH3 NPAP1 NPHS1 NPHS2 NR3C1 NRCAM NSD1 NSD2 NSDHL NTNG2 NTRK1 NUP107 NUP133 NUP160 NUP205 NUP37 NUP85 NUP93 OCA2 OCRL ODC1 OPHN1 OPTN OSTM1 OTC PACS1 PAH PAK3 PANK2 PARK7 PAX2 PCBD1 PCDH19 PDCD1 PDCD6IP PDE11A PDE2A PDGFB PDPN PERCC1 PFN1 PGK1 PGM2L1 PHGDH PHIP PIDD1 PIGF PIGH PIGL PIGP PIGQ PIGY PIK3CA PINK1 PLA2G6 PLCE1 PLCH1 PLP1 PLPBP PMS1 PMS2 PNKP PODXL POGZ POLG PON1 PON2 PON3 POU4F1 PPARGC1A PPP2CA PPP2R5D PPT1 PRDM16 PRF1 PRKACA PRKAR1A PRKAR1B PRKCZ PRKN PRNP PRODH PRPH PRRT2 PSAP PSEN1 PSMB1 PSMD12 PTCH1 PTCHD1 PTH PTPRO PTS PUF60 PUS3 PUS7 PWAR1 PWRN1 PYCR2 PYGL QDPR RAB11B RAI1 RBBP8 RBL2 RERE RFX7 RHOBTB2 RLIM RNASEH2A RNASEH2B RNASEH2C RNF125 RNF13 RNF168 RNU7-1 RORB RPE65 RPL10 RPS20 RPS6KA3 RTTN RUSC2 SAMHD1 SARDH SARS1 SASS6 SATB2 SCN1A SCN1B SCN2A SDHA SDHAF1 SDHB SDHD SEMA4A SEPSECS SETBP1 SETD1A SETD2 SH2B1 SHANK3 SHH SHMT2 SHQ1 SIK1 SIM1 SIN3A SIX3 SKI SLC16A2 SLC19A3 SLC1A2 SLC1A3 SLC1A4 SLC25A1 SLC25A13 SLC25A19 SLC25A20 SLC25A22 SLC2A1 SLC2A3 SLC32A1 SLC39A14 SLC39A4 SLC46A1 SLC52A2 SLC6A1 SLC6A17 SLC6A19 SLC6A3 SLC6A4 SLC6A8 SLC9A6 SLITRK1 SLITRK2 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMG8 SMO SMPD1 SNCA SNORD115-1 SNORD116-1 SNORD118 SNRPN SOD1 SOX11 SOX4 SOX5 SPART SPAST SPATA5 SPEN SPG11 SPG21 SPOP SPR SPTBN1 SQSTM1 SRCAP SRPX2 ST3GAL3 ST3GAL5 STAG2 STAT4 STEEP1 STIL STT3A STUB1 STX16 SUCLA2 SUCLG1 SUFU SUPT16H SVBP SYN1 SYNGAP1 SYNJ1 SYT1 TAF15 TAOK1 TARDBP TASP1 TBC1D23 TBC1D8B TBK1 TBP TBX1 TCF20 TCF4 TCN2 TDGF1 TDO2 TERT TFE3 TGFBR2 TGIF1 TH THOC2 TIMM50 TK2 TKT TLR4 TMCO1 TMEM106B TMEM147 TMEM222 TMEM231 TMEM237 TMEM240 TMEM67 TNIK TP53 TRAF7 TRANK1 TRAPPC10 TREM2 TREX1 TRIM8 TRIO TRIP12 TRMT5 TRMU TRPC6 TSC1 TSC2 TSEN15 TSFM TSPOAP1 TTC19 TTC5 TTI2 TUBB3 TUBG1 TULP1 TWNK TYROBP UBA5 UBAC2 UBE2A UBE3A UBE3C UBE4A UBE4B UBQLN2 UBTF UCHL1 UFC1 UNC13A UNC80 UQCC2 UROC1 USP48 USP7 USP8 USP9X VAMP2 VAPB VCP VDR VPS13A VPS13C VPS16 VPS35 VPS50 VPS53 WAC WARS2 WASF1 WASHC4 WDR26 WDR45 WDR62 WT1 YIF1B ZBTB20 ZEB2 ZFYVE26 ZIC2 ZMIZ1 ZMYND11 ZNRF3 ZSWIM6 HP_ABNORMAL_ENCHONDRAL_OSSIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_ENCHONDRAL_OSSIFICATION ABCC6 AGPS ALPL ARSL B3GALT6 BGN BMPER BMPR1B CANT1 CBFB CD96 CHST3 CLCN5 COL10A1 COL11A2 COL2A1 COL9A3 COMP CPLX1 CSPP1 CTBP1 CYP19A1 CYP27B1 CYP2R1 DDR2 DDRGK1 DHCR7 DLK1 DNAJC21 DUOX2 DUOXA2 DYM DYNC2H1 DYNC2I1 DYNC2I2 EBP EIF2AK3 ENPP1 ESR1 EXOC6B EXTL3 FGFR2 FGFRL1 FIG4 FLNA FLNB GDF5 GGCX GJB2 GJB6 GNPAT GPC3 GPC4 GPX4 GSC GUSB HESX1 HOXA13 HSPG2 IARS2 IFT80 IHH INPPL1 IYD KCNH1 KIAA0586 KIF22 KIF7 LBR LEMD3 LETM1 LFNG LHX3 LHX4 LONP1 MATN3 MBTPS1 MEG3 MGP MIR140 NANS NEU1 NFIX NKX3-2 NSD2 NSDHL ORC1 ORC6 PAM16 PDE4D PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PIGV PISD POU1F1 PRKAR1A PROP1 PTCH1 PTH1R RMRP RNU4ATAC RSPO2 RTL1 RUNX2 SBDS SETD2 SIK3 SLC10A7 SLC26A2 SLC34A2 SLC34A3 SLC35B2 SLC35D1 SLC5A5 SNRPB SOX9 SRP54 TG THRB TONSL TPO TRAPPC2 TRIP11 TRPV4 TSHB TSHR UFSP2 VAC14 VDR VPS35L WDR35 WNT3 XYLT1 HP_ABNORMAL_ENDOCARDIUM_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_ENDOCARDIUM_MORPHOLOGY ABCC6 ACTN2 ALPK3 BAZ1B BCL7B BRAF BUD23 C4A CCR1 CLEC7A CLIP2 CSRP3 DNAJC30 EIF4H ELN ENPP1 ERAP1 FAS FKBP6 GBA1 GJA5 GLA GTF2I GTF2IRD1 GTF2IRD2 HLA-B IDUA IFNGR1 IL10 IL12A IL12A-AS1 IL12B IL17F IL17RA IL17RC IL23R KLRC4 LDB3 LIMK1 MCM10 MEFV METTL27 MLX MLXIPL MYH7 MYL3 NCF1 PDGFRA PRKAR1A PTPN11 RAF1 RFC2 SLC22A5 SP110 STAT4 STX1A TAFAZZIN TBL2 TLR4 TMEM270 TRAF3IP2 UBAC2 VCL VPS37D HP_ABNORMAL_ENDOCRINE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_ENDOCRINE_MORPHOLOGY ABCC6 ABCD1 ADA ADH5 AIRE APC ARMC5 ATP6V1B2 ATRX BCAP31 BMP4 BRAF CACNA1D CACNA1S CCDC22 CCND1 CDH23 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CDON CHEK2 CILK1 CLCN2 CTNNB1 CYP11A1 CYP11B1 CYP11B2 CYP17A1 CYP21A2 DLST DNMT3A DPYSL5 ENPP1 EPAS1 FH GK GLI3 GNAS GPR161 HESX1 HSD3B2 HYLS1 IDH1 IDH2 IGF2 KCNE3 KCNJ5 KCNQ1 KCNQ1OT1 KIF1B LHX4 LIPA LMNA LTBP4 MAX MDH2 MDM2 MEN1 MKS1 MTHFR NF1 NKX2-6 NR0B1 NR3C1 NSDHL NUAK2 PDE11A PDE8B PEX1 PLXND1 POLE POMC POR PRKACA PRKAR1A PROKR2 PTEN RET ROBO1 SAMD9 SCN4A SDHA SDHAF2 SDHB SDHC SDHD SIX3 SLC25A11 STAR TBC1D24 TBC1D7 TBX19 TERT TMEM127 TNXB TP53 USP48 USP8 VANGL2 VHL VPS35L WASHC5 WDR11 WNT3 WNT4 YY1 ZMPSTE24 ZNRF3 HP_ABNORMAL_ENDOMETRIUM_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_ENDOMETRIUM_MORPHOLOGY AKT1 BMPR1A CDH1 EPCAM GREM1 KLLN MLH1 MLH3 MSH2 MSH3 MSH6 NTHL1 PIK3CA PMS2 POLD1 POLE PTEN SDHB SDHC SDHD SEC23B SLC6A17 THOC6 USF3 HP_ABNORMAL_ENERGY_EXPENDITURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_ENERGY_EXPENDITURE ADRB3 AGRP CARTPT ENPP1 GHRL NGLY1 NR0B2 POMC PPARG SDC3 SIM1 UCP3 HP_ABNORMAL_ENZYME_CONCENTRATION_OR_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_ENZYME_CONCENTRATION_OR_ACTIVITY AASS ABCB11 ABCB4 ABCC6 ABCD1 ABCD3 ABCD4 ABCG8 ABHD5 ABL1 ACAD9 ACADM ACADVL ACOX1 ACOX2 ACSF3 ACSL5 ACVR1 ADA ADA2 ADAR ADK AGL AGPAT2 AHCY AIFM1 AKR1D1 ALAD ALAS2 ALDH2 ALDH4A1 ALDH5A1 ALDOA ALDOB ALG11 ALG12 ALG2 ALG3 ALG6 ALG8 ALMS1 ALPL AMACR AMPD1 ANO10 AP1B1 AP1S3 APOB APOE APRT ARSA ARSB ARSL ASAH1 ASL ASPA ASXL1 ATM ATP6AP1 ATP6AP2 ATP7B ATP8B1 ATRX B3GALNT2 B4GALT1 B4GAT1 BAAT BCAP31 BCAT2 BCHE BCR BCS1L BGN BICRA BMP2 BRCA1 BRCA2 BSCL2 BTD C18orf32 C1QBP CA2 CALR CASR CAT CAV3 CAVIN1 CBL CBLIF CBS CC2D2A CCDC115 CCDC47 CD19 CD46 CD81 CDAN1 CDKN2A CEACAM3 CEACAM6 CEBPE CEP164 CFAP418 CFH CFI CFTR CHEK2 CLCA4 CLCN7 CLPB CNOT1 COG2 COG4 COG5 COG6 COG7 COG8 COL4A1 COLQ CORIN COX16 COX5A CP CPA1 CPT1A CPT2 CR2 CRPPA CSF3R CSPP1 CTNS CTRC CTSA CYBA CYBB CYC1 CYP27A1 CYP27B1 CYP2R1 CYP3A4 CYP7B1 DAG1 DAXX DCDC2 DCTN4 DDOST DEF6 DGUOK DHDDS DHFR DLAT DLD DMD DMGDH DMP1 DNAJC19 DNAJC21 DOCK2 DOLK DPAGT1 DPM1 DPM2 DPM3 DPYD DPYS DYM DZIP1L EARS2 EDNRA EFL1 EIF2AK3 ELMO2 ENO3 ENPP1 ERCC4 ERCC6 ERCC8 ESR1 F5 FADD FAH FAM20C FAN1 FARSA FARSB FBP1 FBXL4 FCSK FGF23 FH FHL1 FKBP10 FKRP FKTN FLI1 FLT1 FOCAD FOXP3 FTCD FUCA1 FXN G6PC1 GAA GALC GALE GALK1 GALM GALT GATA1 GATA2 GATM GBA1 GCDH GCLC GDF2 GFM2 GGCX GGT1 GIMAP5 GLB1 GLRX5 GLYCTK GNE GNMT GNPTAB GNPTG GPAA1 GPD1 GPHN GPI GPR35 GSS GSTM3 GUSB GYS2 HACD1 HADH HADHA HADHB HAGH HAMP HBB HEATR3 HELLPAR HEXB HFE HJV HLA-B HLA-DQA1 HLA-DQB1 HLA-DRB1 HMBS HMGCL HMGCS2 HMOX1 HNF1B HNF4A HNRNPA1 HNRNPA2B1 HPD HSD17B10 HSD17B4 HSD3B7 HSPG2 IARS1 ICOS IDS IER3IP1 IFIH1 IFT172 IKZF1 IL12A IL12RB1 IL18BP IL36RN INPP5E INPP5K IRAK1 IRF2BP2 IRF5 JAG1 JAK2 KCNN4 KHK KIAA0586 KIF12 KIF23 KIT KLF1 KRAS KY LAMB2 LARGE1 LARS1 LBR LCAT LCT LDHA LDHB LHX1 LIG3 LIPA LIPT1 LMBRD1 LPIN1 LRPPRC LRRK1 LSM11 LYRM4 LYST MAN2B1 MANBA MARS1 MCCC2 MCM6 MED12 MGAT2 MICOS13 MICU1 MIF MLIP MMAA MMAB MMACHC MMADHC MMEL1 MOCS1 MOCS2 MOGS MPDU1 MPI MPL MPV17 MRPL3 MRPL44 MRPS16 MRPS2 MRPS28 MS4A1 MST1 MT-ATP6 MT-CO1 MT-CO3 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TK MT-TL1 MT-TV MT-TW MTHFD1 MTHFR MTM1 MTR MTRR MTTP MTX2 MVK MYC MYH9 MYO5B NADK2 NBAS NCF1 NCF2 NFKB1 NFKB2 NFS1 NGLY1 NOS3 NPC1 NPC2 NPR2 NPR3 NR1H4 NSMCE2 NSUN2 OBSCN OCLN OCRL OFD1 OGDH OPLAH OTC OTUD5 PAH PALB2 PALLD PCCA PCCB PCK1 PEPD PEX13 PEX14 PEX16 PEX19 PEX2 PEX7 PFKM PGAP2 PGAP3 PGM1 PHEX PHGDH PHKA2 PHKB PHKG2 PHYH PIEZO1 PIGA PIGB PIGC PIGF PIGG PIGH PIGK PIGL PIGO PIGQ PIGS PIGT PIGU PIGV PIGW PIGY PIK3CG PITRM1 PKD2 PKHD1 PKLR PLA2G6 PLA2G7 PLEC PLEKHM1 PLOD1 PMM2 PNPLA2 POLD1 POLG POLG2 POMGNT1 POMGNT2 POMK POMT1 POMT2 POU2AF1 PPOX PRDX1 PRF1 PRIM1 PRKCD PRKCSH PRPS1 PRSS1 PRSS2 PSAP PSMB4 PSMB8 PSMB9 PTH1R PYGL RABL3 RACGAP1 RAG1 RAG2 RB1 RBCK1 RHAG RHCE RHD RINT1 RNASEH2A RNASEH2B RNASEH2C RNF220 RNU7-1 RPGRIP1L RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS14 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RRM2B RUNX1 RXYLT1 SAMHD1 SAR1B SAT1 SBDS SC5D SCO1 SDHD SEC23B SECISBP2 SEMA4D SEMA7A SERPINA1 SGMS2 SH2B1 SH3BP2 SI SIK3 SIL1 SLC11A1 SLC19A1 SLC22A5 SLC25A13 SLC25A15 SLC25A20 SLC25A4 SLC26A9 SLC2A1 SLC2A2 SLC30A10 SLC34A1 SLC34A3 SLC35A2 SLC37A4 SLC39A4 SLC4A1 SLC4A2 SLC51A SLC51B SLC6A14 SLC7A7 SLC9A3 SLCO1B1 SLCO1B3 SMAD4 SMPD1 SOST SP110 SPIB SPINK1 SPP1 SPTBN1 SQSTM1 SRD5A3 SRP54 SRSF2 STAT2 STAT4 STEAP3 STIM1 STOX1 STX11 STX1A STXBP2 SUCLG1 SUGCT SUOX TANGO2 TCF4 TCIRG1 TET2 TFAM TFR2 TGFB1 TKFC TMEM165 TMEM199 TMEM67 TNFRSF11A TNFRSF11B TNFRSF13B TNFRSF13C TNFSF12 TNFSF15 TNPO3 TP53 TRAPPC11 TREH TREX1 TRMT10C TRMU TRPV6 TSR2 TTC26 TULP3 TWNK TYMP UBR1 UGT1A1 UMPS UNC13D UQCRB UQCRC2 UROD USB1 USP18 USP53 VCP VDR VIPAS39 VPS13A VPS33B VPS50 WARS2 WDR35 WRN XDH XK YARS2 ZNF687 ZNFX1 HP_ABNORMAL_EOSINOPHIL_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_EOSINOPHIL_MORPHOLOGY ADA ASXL1 ATRX BCL11B BRAF BTNL2 CAPN3 CARD10 CARD11 CARD9 CASP10 CD247 CD3D CD3E CDH23 CDSN CHD7 CLPB DCLRE1C DOCK8 ELANE EPX EXTL3 FAS FASLG FOXP3 GFI1 GPR35 HLA-DRB1 IKBKG IL2RG IL6ST IL7R IPO8 IRF8 JAK1 KIT LIG4 MST1 NLRP1 NLRP3 NR3C1 PDGFRA PDGFRB PGM3 PIK3CG PRKCD RAG1 RAG2 RASGRP1 RBM8A RMRP RNU4ATAC SEMA4D SLC27A4 SLC46A1 SPINK5 SREBF1 SRP19 SRP54 SRSF2 STAT3 TBX21 TCF4 TCIRG1 TET2 TP53 TRAC USP48 USP8 WAS WIPF1 ZAP70 ZNF341 HP_ABNORMAL_EPIDERMAL_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_EPIDERMAL_MORPHOLOGY AAGAB ABCC6 ADAM17 AKT1 ALOX12B ALOXE3 ATP2A2 ATP2C1 CARD14 CARMIL2 CASP14 CAST CDSN CERS3 CHST8 CIB1 CLDN1 COL14A1 CSTA CYP26C1 CYP4F22 DCAF17 DSC3 DSG1 DSP EBP ECM1 EGFR ELOVL1 ELOVL4 ENPP1 EXPH5 FLG FLG2 GJA1 GJB2 GJB3 GJB6 GNB2 GRHL2 HLA-B IKZF1 IL1RN IL2RA IL36RN IL7R JUP KDSR KIF11 KIT KRT1 KRT10 KRT13 KRT16 KRT2 KRT6C KRT74 KRT9 LDHA LIPN LMNA LORICRIN LRBA LRP1 MBTPS2 MPDU1 NIPAL4 NLRP1 NSDHL OSMR PERP PKP1 POGLUT1 PPP2R3C RASA1 RECQL RIGI RNF168 SAMHD1 SASH1 SERPINB7 SERPINB8 SLC27A4 SLURP1 SMARCAD1 SULT2B1 TGM1 TGM5 WNT10A XYLT1 XYLT2 ZMPSTE24 ZNF750 HP_ABNORMAL_EPIDIDYMIS_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_EPIDIDYMIS_MORPHOLOGY BTK CCND1 CLDN2 CREBBP DHH EP300 HNF1B IGHG2 IGKC PSMB8 SRCAP UNG VHL HP_ABNORMAL_EPIGLOTTIS_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_EPIGLOTTIS_MORPHOLOGY ASAH1 C2CD3 CILK1 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 EIF4A3 FGF10 FGFR2 FGFR3 FOXE1 FREM2 GLI3 IFT80 KRT14 KRT5 NEK1 PRRX1 SERPING1 SETBP1 SF3B4 WDR35 HP_ABNORMAL_EPIPHYSEAL_OSSIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_EPIPHYSEAL_OSSIFICATION AGPS ARSL B3GALT6 BMPR1B CLCN5 COL2A1 COL9A3 COMP CSPP1 CYP19A1 CYP27B1 CYP2R1 DDR2 DDRGK1 DHCR7 DLK1 DUOX2 DUOXA2 DYM EBP ESR1 FGFR2 FLNB GDF5 GGCX GNPAT GPX4 GUSB HESX1 IARS2 IYD KCNH1 KIAA0586 KIF22 KIF7 LBR LHX3 LHX4 MATN3 MEG3 MGP MIR140 NEU1 NSDHL PAM16 PDE4D PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PISD POU1F1 PRKAR1A PROP1 PTH1R RNU4ATAC RTL1 SLC34A3 SLC5A5 SNRPB SOX9 TG THRB TONSL TPO TRAPPC2 TRPV4 TSHB TSHR VDR VPS35L HP_ABNORMAL_EPIPHYSIS_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_EPIPHYSIS_MORPHOLOGY ACAN ADAMTS2 ADAMTSL2 AGPS AIFM1 ARSB ARSL ATP7A ATR ATRIP B3GALT6 BGN BMPR1B BPNT2 BRF1 CANT1 CCN6 CDC42BPB CDC45 CDC6 CDKN1C CDT1 CENPE CENPJ CEP120 CEP152 CEP164 CEP290 CHST3 CKAP2L CLCN5 CLCN7 COG1 COG4 COL10A1 COL11A1 COL11A2 COL1A1 COL1A2 COL2A1 COL9A1 COL9A2 COL9A3 COMP CPLX1 CREBBP CSPP1 CTBP1 CYP19A1 CYP27B1 CYP2R1 DDR2 DDRGK1 DHCR7 DLK1 DNA2 DNAJC21 DPYD DUOX2 DUOXA2 DVL1 DVL3 DYM DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 EBP EFL1 EIF2AK3 EP300 ERCC6 ERCC8 ESR1 EVC EVC2 EXT1 EXTL3 FBN1 FGF9 FGFR2 FGFR3 FGFRL1 FLNA FLNB FN1 FZD2 GALNS GDF5 GEMIN4 GGCX GLB1 GMNN GNPAT GNPTG GNS GORAB GPX4 GUSB HESX1 HOXA13 HPGD HS2ST1 HSPA9 HSPG2 IARS2 IDUA IFIH1 IFT122 IFT140 IFT172 IFT52 IFT80 IHH INPP5K INPPL1 INVS IQCB1 IYD KCNH1 KIAA0586 KIAA0753 KIF15 KIF1A KIF22 KIF7 KNSTRN LBR LETM1 LHX3 LHX4 LMBR1 LONP1 LTBP3 MAFB MAP3K7 MATN3 MEG3 MGP MIA3 MIR140 MMP13 MMP9 MRPS28 NANS NEK1 NEK9 NEU1 NKX3-2 NMNAT1 NOG NPHP1 NPHP3 NPHP4 NPR2 NPR3 NSD2 NSDHL NSMCE2 NUP85 OCRL OFD1 ORC1 ORC4 ORC6 PAM16 PCNT PCYT1A PDE3A PDE4D PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PHEX PHYH PIGL PIK3C2A PIK3CD PIK3R1 PISD PLK4 PLOD3 POC1A POR PORCN POU1F1 PRDM5 PRKAR1A PROP1 PTH1R PTPN11 PYCR1 RAB23 RAB33B RAB3GAP2 RAD21 RBBP8 RET RETREG1 RINT1 RMRP RNU4ATAC RPL13 RPS6KA3 RSPRY1 RTL1 RUNX2 SALL1 SBDS SCN9A SDCCAG8 SHOX SIK3 SIL1 SKIC3 SLC10A7 SLC26A2 SLC2A10 SLC34A3 SLC35B2 SLC39A13 SLC5A5 SLCO2A1 SMAD4 SMARCA2 SMARCAL1 SNRPB SNX10 SOX9 SRCAP SRP54 TBC1D2B TBX4 TCIRG1 TG TGDS THRB TINF2 TMEM165 TMEM67 TNFSF11 TONSL TPO TRAF3IP1 TRAIP TRAPPC2 TREM2 TREX1 TRIP11 TRPS1 TRPV4 TSHB TSHR TTC21B TYROBP UFSP2 UNC45A VDR VPS35L WDR19 WNK1 WNT5A XYLT1 ZMIZ1 ZNF469 HP_ABNORMAL_EPIPHYSIS_MORPHOLOGY_OF_THE_PHALANGES_OF_THE_HAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_EPIPHYSIS_MORPHOLOGY_OF_THE_PHALANGES_OF_THE_HAND ARSL ATR BGN BMPR1B COG4 COL2A1 COMP DYM EIF2AK3 ERCC6 ERCC8 EVC EVC2 EXT1 FGFR3 FLNA GDF5 GPX4 IFT140 IFT172 IFT52 IHH KCNH1 KIF15 MGP MIA3 MRPS28 NEK1 NPR2 NPR3 PRKAR1A RAB23 RAD21 RMRP RUNX2 SRCAP TONSL TRAPPC2 TRIP11 TRPS1 TRPV4 HP_ABNORMAL_ERYTHROCYTE_ENZYME_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_ERYTHROCYTE_ENZYME_LEVEL ADA ADA2 ALAD GALT GATA1 HEATR3 KHK PHKA2 PHKG2 PIGA PKLR PRPS1 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 TSR2 VPS13A HP_ABNORMAL_ERYTHROCYTE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_ERYTHROCYTE_MORPHOLOGY AARS1 AASS ABCA1 ABCB6 ABCB7 ABCC8 ABCD3 ABCD4 ABCG8 ACAD8 ACD ACP5 ACSL4 ACTN4 ACVR1 ACVRL1 ADA ADA2 ADAMTS13 ADAR ADH5 AGGF1 AGXT AK1 AK2 ALAD ALAS2 ALDOA ALG2 ALG8 ALPL ALX4 AMMECR1 AMN ANAPC1 ANK1 ANKRD11 ANKRD55 APC APOB APPL1 ASAH1 ASXL1 ATP11C ATP5F1A ATP6AP1 ATP7B ATPAF2 ATRX BANK1 BCL10 BCL11A BCOR BIRC3 BLK BLM BMPR1A BPGM BRCA1 BRCA2 BRIP1 BSCL2 BTK BTNL2 C1GALT1C1 C1QB C2orf69 C3 C4A C4B CA2 CAD CALR CARD10 CARS1 CASK CASP10 CASR CAT CBL CBLIF CCND1 CD19 CD247 CD3G CD40LG CD46 CD55 CD59 CD81 CDAN1 CDC40 CDCA7 CDIN1 CEL CELA2A CFB CFH CFHR1 CFHR3 CFI CHD7 CIITA CISD2 CLCN7 CLCNKB CLPB CLPX COA8 COG1 COL17A1 COL2A1 COL3A1 COL4A1 COL7A1 COQ2 COX10 COX4I2 CP CPOX CR2 CRIPT CTC1 CTLA4 CUBN CYB561 CYB5A CYB5R3 CYBC1 CYP4F22 DAXX DBH DCDC2 DCLRE1C DDX41 DEF6 DGKE DHFR DIAPH1 DKC1 DMXL2 DNAJC19 DNAJC21 DNAJC3 DNASE1 DNM1L DNMT3B DPAGT1 DPP9 DUT EDNRB EFL1 EGLN1 EIF2AK3 ELANE ELF4 ELMO2 ENG EPAS1 EPB41 EPB42 EPHB4 EPO EPOR ERBB3 ERCC2 ERCC3 ERCC4 ERCC6 ERCC6L2 ERCC8 ETS1 ETV6 EWSR1 EXT2 F2 F8 FADD FAH FAM111A FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FARS2 FARSA FARSB FAS FASLG FCGR2A FCGR2B FCGR3B FDX2 FECH FERMT1 FERMT3 FGF23 FH FIP1L1 FLI1 FMO3 FN1 FOCAD FOXP1 FOXP3 FTCD FTH1 G6PC3 G6PD GALNT2 GALT GATA1 GATA2 GATB GATC GBA1 GCK GCLC GDF2 GFI1B GLA GLRX5 GNA14 GNB2 GP1BA GPI GPX1 GREM1 GSR GSS GTF2E2 GTF2H5 GYPC HAMP HAVCR2 HBA1 HBA2 HBB HBD HBG1 HBG2 HCK HEATR3 HELLPAR HELLS HK1 HLA-B HLA-DQA1 HLA-DQB1 HLA-DRB1 HMGCL HMOX1 HNF1A HNF4A HPGD HPRT1 HSCB HSPA9 ICOS IDH1 IDH2 IFIH1 IFNG IFNGR1 IFT140 IGHG1 IKZF1 IL10 IL12B IL2RA IL2RB IL2RG IL37 IL6ST IL7R INS IRAK1 IREB2 IRF2BP2 IRF4 IRF5 IRF8 IRX5 ISCU ITGA2B ITGAM ITGB4 ITK JAK2 JAZF1 KARS1 KCNE1 KCNE5 KCNJ11 KCNN4 KCNQ1 KDM6A KHK KIAA0319L KIF15 KIF1B KIF23 KIT KLF1 KLF11 KMT2D KRAS KRT14 KRT5 LAMA3 LAMB3 LAMC2 LARS1 LARS2 LAT LCAT LCK LCP2 LIG1 LIG3 LIG4 LIPA LMBRD1 LPIN2 LRBA LYRM7 LYST MAD2L2 MADD MALT1 MARS1 MDM4 MECOM MECP2 MEFV MLX MMAA MMAB MMACHC MMADHC MMP1 MMUT MPIG6B MPL MPLKIP MS4A1 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TN MT-TQ MT-TS1 MT-TS2 MT-TW MTHFD1 MTR MTRR MTTP MTX2 MUC1 MVK MYD88 MYSM1 NAA10 NABP1 NAF1 NARS2 NBN NCAPG2 NDUFB7 NEUROD1 NFKB1 NFKB2 NHEJ1 NHLRC2 NHP2 NLRC4 NLRP1 NLRP3 NOD2 NOP10 NPHP1 NPHP4 NPM1 NRAS NSMCE2 NSUN2 NT5C3A NTRK1 NUMA1 OCRL OPA1 ORAI1 OSTM1 PACS2 PALB2 PANK2 PARN PAX2 PAX4 PBX1 PCCA PCCB PCNT PDCD1 PDGFRA PDX1 PEPD PFKM PGK1 PGM3 PHF21A PHGDH PHKA2 PHKB PHKG2 PI4KA PIEZO1 PIGA PIGT PIK3CG PKLR PLA2G4A PLEC PLEKHM1 PML PNP PNPO POLG POLRMT PPOX PRDX1 PRF1 PRIM1 PRKACG PRKAR1A PRKCD PROS1 PRPS1 PSAP PSMB4 PSMB8 PSMB9 PSMC1 PSMG2 PSTPIP1 PTEN PTF1A PTH1R PTPN2 PTPN22 PUS1 PXK QRSL1 RAC2 RACGAP1 RAD51 RAD51C RAG1 RAG2 RARA RASGRP1 RBCK1 RBM8A RECQL RECQL4 REN RFWD3 RFX5 RFXANK RFXAP RHAG RHCE RHD RIPK1 RMRP RNF113A RNU7-1 RPGRIP1L RPL11 RPL13 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS14 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RPSA RRM2B RTEL1 RUNX1 SAMD9 SAMD9L SAR1B SARS2 SASH3 SAT1 SBDS SC5D SCARB2 SDHA SDHB SDHC SEC23B SEC61A1 SERPINA6 SF3B1 SFXN4 SH2B3 SHPK SLC11A2 SLC12A3 SLC19A1 SLC19A2 SLC25A10 SLC25A13 SLC25A21 SLC25A38 SLC29A3 SLC2A1 SLC30A10 SLC35C1 SLC37A4 SLC40A1 SLC46A1 SLC4A1 SLC4A2 SLC5A2 SLC7A7 SLCO2A1 SLF2 SLX4 SMAD4 SMARCAL1 SMARCD2 SMC5 SMPD1 SNX10 SOCS1 SP110 SPP1 SPTA1 SPTB SRD5A3 SRP54 SRSF2 STAT1 STAT2 STAT3 STAT4 STAT5B STEAP3 STIM1 STING1 STK11 STK4 STX11 STXBP2 SUCLA2 SURF1 SYK TAFAZZIN TALDO1 TARS1 TBCE TBL1XR1 TBX1 TBXAS1 TCF3 TCIRG1 TCN2 TEK TERC TERT TET2 TF TFR2 TFRC TGFB1 THBD THPO THRA TINF2 TKFC TLR7 TLR8 TMEM67 TMPRSS6 TNFAIP3 TNFRSF11A TNFRSF13B TNFRSF13C TNFRSF4 TNFSF11 TNFSF12 TNFSF4 TNIP1 TOM1 TOR1A TP53 TPI1 TPP2 TRAC TREX1 TRMT5 TRNT1 TSR2 TTC7A TTR TYMP TYMS UBA1 UBE2L3 UBE2T UBR1 UMPS UNC13D UNC45A UQCRFS1 UROD UROS USB1 VHL VPS13A VPS33A VPS45 WAS WFS1 WIPF1 WRAP53 WRN WT1 XK XRCC2 XRCC4 YARS1 YARS2 YIPF5 ZAP70 ZBTB16 ZBTB20 ZBTB24 ZBTB7A ZNF699 HP_ABNORMAL_ERYTHROCYTE_PHYSIOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_ERYTHROCYTE_PHYSIOLOGY ANK1 EPB41 EPB42 GYPC HBB KCNN4 PIEZO1 PKLR RHAG RHCE RHD SLC4A1 SLC4A4 SPTA1 SPTB HP_ABNORMAL_ERYTHROCYTE_SEDIMENTATION_RATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_ERYTHROCYTE_SEDIMENTATION_RATE ADA2 ANKRD55 AP1S3 ARPC1B C1QB CARD10 CASP10 CCN6 CD244 CD247 CIITA COPA CTLA4 ELF4 HLA-B HLA-DPA1 HLA-DPB1 HLA-DRB1 IFNGR1 IL10 IL1R1 IL1RN IL2RA IL2RB IL36RN IL37 IL6 IRAK1 ITK LACC1 LBR LPIN2 MEFV MIF MTTP MVK MYD88 NCF4 NFKBIL1 NLRP12 NLRP3 NOD2 P4HA2 POMP PRKCD PRTN3 PSMB4 PSMB8 PSMB9 PTPN2 PTPN22 SAT1 SLC22A4 SLC29A3 SPP1 STAT4 STING1 TGFB1 TNFRSF1A TREX1 UBA1 ZNFX1 HP_ABNORMAL_ESOPHAGUS_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_ESOPHAGUS_MORPHOLOGY AAGAB ACD ACVRL1 ADA2 ADAMTS2 ADAMTSL2 ALMS1 APC AR ARHGAP31 ARNT2 ASCC1 ATAD1 ATP7A ATP7B BAZ1B BCL7B BLM BRAF BRCA1 BRCA2 BRIP1 BUD23 CALR CARD8 CARMIL2 CBS CDKN1B CHD7 CLIP2 COG6 COL14A1 COL4A5 COL4A6 COL7A1 CTC1 CTHRC1 CYBA CYBB CYBC1 DCC DCDC2 DCLRE1B DGUOK DKC1 DLEC1 DLL4 DNAJC30 DOCK6 DOCK8 DSG1 DYNC2H1 DYNC2I1 DYNC2I2 DZIP1L EFTUD2 EIF4H ELF4 ELN ENG EOGT ERCC4 F5 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FARSB FBN2 FERMT1 FGF20 FGFR1 FGFR2 FH FKBP6 FOXF1 GBA1 GBE1 GDF2 GFRA1 GIMAP5 GLRA1 GLRB GMPPA GNB2 GPHN GRB10 GREB1L GRHL2 GTF2I GTF2IRD1 GTF2IRD2 HESX1 HLA-B HOXD13 IARS1 IFT80 IKZF1 INTU ITGA6 ITGA8 ITGB4 JAK2 KIF12 KIF3B KIT KRT18 LAMA3 LAMB3 LAMC2 LIMK1 LIPA LMBRD1 LMX1B LZTS1 MAD2L2 MALT1 MAMLD1 MED12 MEN1 METTL27 MID1 MLXIPL MMP1 MSR1 MYCN MYH11 NCF1 NCF2 NCF4 NHP2 NOP10 NOTCH1 NOTCH3 NPM1 OTX2 PAH PAICS PALB2 PARN PDE11A PDGFRA PDGFRB PGM3 PHGDH PHKA2 PHKG2 PKHD1 PLA2G4A PLEC POLA1 POLR1B POLR1C POLR1D PRKAR1A PROKR2 PSPH RAD21 RAD51 RAD51C RBPJ REL RET RFC2 RFWD3 RHBDF2 RMRP RNF6 RPL11 RTEL1 SALL1 SAMD9 SDHA SDHB SDHC SEMA3E SIX6 SLC12A2 SLC2A10 SLC30A10 SLC6A5 SLX4 SMAD3 SMAD4 SMARCD1 SOX2 SOX3 STAT1 STK11 STN1 STX1A STXBP1 TBL2 TCF4 TCOF1 TERC TERT TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TINF2 TMEM270 TMEM67 TOM1 TRAPPC11 TTC26 TYMS UBA2 UBE2T USB1 VPS37D WBP11 WDR35 WNT7A WNT9B WRAP53 WWOX XRCC2 YY1 ZIC3 HP_ABNORMAL_ESOPHAGUS_PHYSIOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_ESOPHAGUS_PHYSIOLOGY AAAS AARS1 AASS ABCA3 ABCD1 ABCD4 ACADVL ACOX1 ACTA1 ACTB ACTG2 ACTL6B ADAMTS2 ADAMTSL2 ADAR ADAT3 ADCY6 ADD3 ADGRG1 ADH1C ADNP AFF3 AFF4 AFG3L2 AGO1 AGO2 AGR2 AGRN ALDH18A1 ALDH4A1 ALG12 ALG2 ALG9 ALMS1 ALS2 AMER1 AMPD2 ANKRD11 ANXA11 AOPEP AP3B1 AP3B2 APC2 APOE APP AR ARCN1 ARF1 ARFGEF2 ARHGAP29 ARHGEF38 ARID2 ARNT2 ARSL ARV1 ARVCF ARX ASAH1 ASCC1 ASCL1 ASNS ASPA ASXL1 ASXL3 ATAD1 ATG7 ATL1 ATL3 ATN1 ATP11A ATP13A2 ATP1A2 ATP1A3 ATP2B3 ATP5F1A ATP6V0A1 ATP6V1A ATP6V1B2 ATP7A ATP7B ATP9A ATRX ATXN1 ATXN10 ATXN2 ATXN3 ATXN7 ATXN8OS B4GALNT1 BAP1 BAZ1B BCL7B BICRA BLM BMP4 BRAF BRD4 BUD23 CACNA1A CACNA1B CACNA1C CACNA1G CACNA1I CACNA2D1 CAD CAMK2B CAMTA1 CARMIL2 CARS2 CASZ1 CAV1 CAVIN1 CCDC22 CCDC47 CCN2 CCR6 CDC6 CDC73 CDH1 CDK13 CDK19 CDKL5 CDKN1A CDKN1B CDKN2B CDKN2C CDON CEACAM3 CEACAM6 CELF2 CENPT CEP85L CFTR CHAMP1 CHAT CHCHD10 CHD7 CHMP1A CHRNA1 CHRNA3 CHRND CHRNE CLCA4 CLCN1 CLCN4 CLIP2 CLN3 CLN8 CLP1 CLTC CNKSR2 CNTNAP1 COBLL1 COG7 COL13A1 COL1A1 COL2A1 COL4A5 COL4A6 COL5A1 COL5A2 COL7A1 COLQ COMT COQ2 COQ4 CORO1A COX11 CPLX1 CPSF3 CREBBP CRLF1 CRYAB CSF1R CSPP1 CTBP1 CTCF CTHRC1 CTNNB1 CTNS CYFIP2 CYP27A1 CYP7B1 DAB1 DALRD3 DCTN1 DCTN4 DCX DDB1 DDC DDHD2 DDOST DEAF1 DES DGUOK DHCR7 DHDDS DISP1 DKK1 DLG1 DLL1 DLX4 DMPK DNAAF4 DNAJB6 DNAJC13 DNAJC30 DNM1 DNM1L DPH5 DPP9 DPYSL5 DSP DST DTYMK DYRK1A DYSF EBF3 ECM1 EDEM3 EDNRA EEF1A2 EHMT1 EIF4G1 EIF4H EIF5A ELN ELP1 EP300 EPG5 EPRS1 ERCC6 ERCC8 ERLIN2 ERMARD EXOSC5 EXOSC9 EXT1 EXT2 FA2H FAM13A FARS2 FARSB FBN1 FBXL4 FBXO28 FBXO7 FBXW7 FCSK FERMT1 FGF10 FGF12 FGF13 FGF8 FGFR1 FGFR2 FGFR3 FGFRL1 FIG4 FKBP6 FKRP FLAD1 FLCN FLII FLNA FLNC FLVCR1 FMR1 FOXG1 FOXH1 FOXP2 FRG1 FTL FUS FXN FZD2 FZR1 GABBR2 GABRA2 GABRA5 GABRB2 GABRD GABRG2 GALC GAS1 GBA1 GBA2 GCDH GCH1 GCLC GDAP2 GEMIN4 GFAP GFPT1 GIGYF2 GIPC1 GJB1 GLA GLB1 GLI2 GLRA1 GLRB GLUD2 GLYCTK GMNN GMPPA GNAO1 GNAQ GNAS GNB1 GNB2 GNB5 GNS GON7 GOSR2 GP1BB GPHN GRB10 GRHL2 GRHL3 GRIA1 GRIN1 GRIN2D GRM1 GRM7 GSTM3 GTF2I GTF2IRD1 GTF2IRD2 GUCY1A1 H3-3A H3-3B H4C5 HACD1 HCN1 HDAC8 HECTD4 HEPACAM HEXB HFE HGSNAT HIRA HIVEP2 HLA-B HLA-DQA1 HLA-DQB1 HLA-DRB1 HMBS HMOX1 HNRNPH1 HNRNPH2 HNRNPK HOXB1 HPCA HPDL HPRT1 HRAS HSD17B10 HSPG2 HTRA1 HTRA2 HTT IARS2 IDH1 IDH2 IKZF1 IL6ST IL7R IPO8 IQSEC2 IRF2BPL IRF5 IRF6 ITCH ITGA7 IVNS1ABP JAG1 JMJD1C KAT6A KAT6B KATNB1 KBTBD13 KCNA2 KCNAB2 KCNB1 KCNC3 KCND3 KCNH1 KCNK9 KCNN4 KCNQ2 KCNQ3 KIAA0319L KIAA0586 KIF1A KIF5A KIT KLHL40 KLHL41 KLHL7 KMT2A KMT2B KMT2C KMT2D KNSTRN KY LAMA2 LAMB2 LBR LETM1 LIFR LIG3 LIMK1 LMNA LMNB1 LMOD3 LMX1B LONP1 LRP12 LRP5 LRPPRC LRRK2 LTBP4 LUZP1 LYRM4 MACF1 MADD MAGEL2 MAN2C1 MAP1B MAP2K2 MAP3K20 MAP3K7 MAPK1 MAPK8IP3 MAPT MATR3 MB MBD5 MCEE MECP2 MECR MED12 MED12L MED17 MED25 MEGF10 MEIS2 MEN1 METTL27 MFF MGAT2 MGME1 MID1 MIF MINPP1 MLXIPL MMP1 MMP23B MPZ MRPS25 MRPS28 MRPS34 MSL3 MSR1 MSX1 MT-ATP6 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TK MT-TL1 MT-TT MT-TV MT-TW MTHFS MTRFR MUC5B MUSK MYH11 MYH14 MYH2 MYH8 MYL2 MYMK MYO1H MYO9A MYORG MYOT MYPN NAA10 NACC1 NALCN NCAPG2 NCF1 NDE1 NDUFA13 NDUFA6 NDUFA9 NDUFAF2 NDUFS1 NDUFS3 NEB NECAP1 NECTIN1 NEDD4L NEFH NEFL NEK1 NEPRO NEU1 NEUROD2 NEXMIF NF1 NF2 NFIX NGLY1 NIPBL NODAL NONO NOP56 NOS1 NOTCH2NLC NOTCH3 NPC1 NPC2 NPHS1 NR4A2 NRCAM NRXN1 NSD1 NSD2 NSRP1 NTRK1 NTRK2 NUP214 NUP54 NUP62 NUS1 NUTM2B-AS1 OCA2 OCRL OPA1 OPTN ORC1 ORC4 ORC6 PABPN1 PACS1 PACS2 PAK1 PANK2 PARN PARS2 PAX7 PCGF2 PCNA PDE8B PDGFRA PDHA1 PDP1 PDPN PEX1 PEX16 PFN1 PGM3 PHGDH PHIP PHOX2B PI4KA PIEZO1 PIEZO2 PIGA PIGN PIGT PIK3CD PIK3R5 PLA2G6 PLAA PLCH1 PLEC PLIN4 PLP1 PLXND1 PMP22 PNKD POGZ POLG POLG2 POLR2A POLR3A POLR3B POR PORCN PPM1D PPP3CA PRDM13 PRDM16 PRDX3 PRKCG PRKCSH PRKCZ PRKRA PRMT7 PRNP PRPH PRPS1 PRUNE1 PSAP PSEN1 PSPH PTCH1 PTS PUF60 PUS3 PYCR1 PYGM PYROXD1 QDPR RAD21 RAI1 RARS1 RARS2 REEP1 RELN REPS1 RERE RET RETREG1 REV3L RFC2 RHBDF2 RIC1 RILPL1 RLIM RNASEH1 RNF125 RNF170 RNU4ATAC RPL10 RREB1 RRM2B RTEL1 SACS SALL1 SAMD9 SATB1 SATB2 SCARB2 SCN3A SCN4A SCN8A SCN9A SCUBE3 SDHA SDHB SDHC SDHD SEC23A SEC24C SEC31A SEC63 SELENON SEMA3E SEPSECS SERPINA1 SERPING1 SETBP1 SETD2 SETX SFTPA1 SFTPA2 SFTPC SH2B1 SHANK3 SHH SIAH1 SIGMAR1 SIK1 SIN3A SIX3 SKI SLC11A1 SLC12A2 SLC13A5 SLC18A3 SLC19A2 SLC19A3 SLC1A2 SLC1A3 SLC1A4 SLC25A1 SLC25A22 SLC25A24 SLC25A4 SLC26A9 SLC2A10 SLC2A3 SLC35A2 SLC37A4 SLC38A3 SLC44A1 SLC46A1 SLC52A2 SLC52A3 SLC5A7 SLC6A14 SLC6A3 SLC6A5 SLC6A9 SLC9A3 SLC9A6 SMARCA2 SMC1A SMC3 SMC5 SMG9 SNAP25 SNCA SNCAIP SNRPB SOD1 SON SOX5 SPART SPATA5 SPEN SPG11 SPG21 SPG7 SPOP SPTAN1 SPTBN4 SPTLC1 SPTLC2 SQSTM1 SRCAP SRD5A3 SRPX2 SSR4 STAC3 STAG1 STAG2 STAT3 STIL STN1 STUB1 STX1A STXBP1 SUCLA2 SUCLG1 SUPT16H SYNGAP1 SYNJ1 SYT1 SYT14 SYT2 SZT2 TAF1 TANGO2 TARDBP TBC1D23 TBC1D24 TBCD TBK1 TBL2 TBP TBX1 TBX4 TCEAL1 TCF4 TDGF1 TECPR2 TERC TERT TFAP2A TFG TGFB1 TGIF1 TGM6 TIMM22 TIMM8A TK2 TMEM270 TMEM94 TMTC3 TNNT1 TNPO3 TOP3A TOR1A TP63 TPM2 TPM3 TPP1 TRAK1 TRAPPC11 TRAPPC12 TRAPPC6B TRIO TRIP4 TRMT10C TRPV6 TSEN15 TSEN2 TSEN34 TSEN54 TSPYL1 TTBK2 TTC19 TTC26 TUBB4A TUBB6 TWIST1 TWNK TYMP TYMS UBA5 UBB UBE3A UBE4B UBQLN2 UBTF UCHL1 UFC1 UFD1 UNC45B USP7 USP9X VAC14 VAMP1 VAPB VARS1 VCP VPS11 VPS13A VPS35 VPS35L VPS37D VRK1 WAC WARS2 WASHC5 WDR26 WFS1 WNK1 WWOX XRCC1 YARS2 YWHAG YY1 ZBTB18 ZBTB7A ZC4H2 ZEB2 ZFYVE26 ZIC2 ZMYM2 ZNF699 ZSWIM6 HP_ABNORMAL_EUSTACHIAN_TUBE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_EUSTACHIAN_TUBE_MORPHOLOGY IRF6 MSX1 NECTIN1 TP63 WDR26 HP_ABNORMAL_EXTERNAL_GENITALIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_EXTERNAL_GENITALIA ABCA4 ABL1 ACTA1 ACTB ADA2 ADAR ADAT3 AFF4 AGBL5 AGPAT2 AHI1 AHR AIP AKR1C2 AKR1C4 AKT1 ALG12 ALKBH8 ALMS1 ALOX12B ALOXE3 ALX4 AMH AMHR2 ANK1 ANKRD11 ANOS1 APC2 AR ARCN1 ARHGEF18 ARID1A ARID1B ARID2 ARL2BP ARL3 ARL6 ARL6IP6 ARNT2 ARVCF ARX ATAD3A ATIC ATP6AP2 ATP6V1A ATP6V1B2 ATP6V1E1 ATR ATRX AXL B3GALNT2 B3GLCT B4GAT1 B9D1 B9D2 BAZ1B BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCL7B BCOR BDNF BEST1 BICRA BLTP1 BMP15 BMP4 BMPR1A BNC1 BRAF BRCA1 BRCA2 BRCC3 BRD4 BRIP1 BSCL2 BUB1 BUB1B BUB3 BUD23 C2CD3 CA4 CAMK2A CARS1 CASK CASZ1 CATIP CAV1 CAVIN1 CBX2 CC2D2A CCDC141 CCDC22 CCDC28B CCDC34 CCDC8 CCNQ CD96 CDC42 CDC42BPB CDC45 CDC6 CDC73 CDCA7 CDH11 CDH2 CDHR1 CDKL5 CDKN1B CDKN1C CDKN2A CDON CDT1 CENPT CEP112 CEP120 CEP152 CEP19 CEP290 CEP41 CEP57 CERKL CFAP418 CFTR CHD4 CHD7 CHEK2 CHRM3 CHRNA3 CHRNG CILK1 CKAP2L CLIP2 CLMP CLRN1 CNGA1 CNGB1 COG1 COG5 COL3A1 COL4A1 COLEC10 COLEC11 COMT COX7B CPE CPLX1 CRB1 CREBBP CRPPA CRX CSPP1 CT55 CTBP1 CTC1 CTCF CTDP1 CTU2 CUL4B CUL7 CUX1 CXCR4 CYB5A CYP11A1 CYP11B1 CYP11B2 CYP17A1 CYP19A1 CYP21A2 DACT1 DAG1 DAZ1 DAZ2 DAZ3 DAZ4 DCAF17 DCC DCHS1 DCX DDB2 DDX3Y DDX6 DHCR24 DHCR7 DHDDS DHH DHODH DHX37 DHX38 DICER1 DIS3L2 DISP1 DKC1 DLK1 DLL1 DLL3 DMRT1 DMRT3 DMXL2 DNAH10 DNAJC19 DNAJC30 DNHD1 DPF2 DPM1 DPM2 DPP9 DPYSL5 DTYMK DUSP6 DVL1 DVL3 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYRK1A EBF3 ECE1 ECEL1 EED EFNB1 EHMT1 EIF2S3 EIF4H ELN EP300 EPG5 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ERMARD ESCO2 ESR2 EVC EVC2 EWSR1 EXT2 EYS EZH2 FAM111A FAM161A FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FARSB FAT4 FBN1 FBXL4 FBXO43 FDFT1 FDXR FERMT1 FEZF1 FGD1 FGF17 FGF8 FGFR1 FGFR2 FGFRL1 FIG4 FKBP6 FKRP FKTN FLI1 FLNA FLRT3 FMR1 FOCAD FOS FOXA2 FOXC1 FOXF1 FOXH1 FRAS1 FREM2 FSCN2 FSHB FSHR FUZ FXR1 FZD2 GABRD GAD1 GAS1 GATA1 GATA4 GATAD2B GBA2 GH1 GHR GLI1 GLI2 GLI3 GLYCTK GMNN GMPPB GNA11 GNAO1 GNB2 GNRH1 GNRHR GP1BB GPC3 GPC4 GPR101 GPR161 GRB10 GRIA3 GRIN1 GRIP1 GRM7 GTF2I GTF2IRD1 GTF2IRD2 GUCA1B H19 H4C11 H4C9 HBA1 HBA2 HCCS HDAC8 HEATR3 HEPACAM HERC1 HERC2 HES7 HESX1 HGSNAT HHAT HID1 HIRA HMGA2 HNF1B HNRNPH1 HNRNPR HOXA13 HOXD13 HS6ST1 HSD17B3 HSD3B2 HSPG2 HUWE1 HYLS1 HYMAI IDH3A IDH3B IER3IP1 IFIH1 IFT140 IFT172 IFT27 IFT74 IFT80 IFT81 IFT88 IGF2 IL17RD IMPDH1 IMPG1 IMPG2 INPP5E INPP5K INSR INTU IRF6 ISL1 JMJD1C KANSL1 KAT5 KAT6B KATNIP KCNA1 KCNAB2 KCNH1 KCNJ6 KCNMA1 KCNN3 KCNQ1 KCNQ1OT1 KDM1A KDM3B KDM5B KDM5C KDM6A KEAP1 KIAA0586 KIAA0753 KIAA1549 KIF7 KIFBP KISS1 KISS1R KIZ KLF1 KLHL10 KLHL15 KLHL40 KLHL41 KLHL7 KLLN KMT2D KRAS KRT5 LAMA5 LARGE1 LEP LEPR LETM1 LFNG LHB LHCGR LHX1 LHX4 LIG4 LIMK1 LIPE LMNA LMNB2 LMOD3 LMX1B LRAT LRPPRC LSM11 LSS LUZP1 LZTFL1 MAB21L1 MAB21L2 MAD2L2 MADD MAGEL2 MAK MAMLD1 MAP2K1 MAP3K1 MAP3K7 MAPRE2 MBD5 MBTPS2 MC2R MCM8 MCTP2 MDM2 MECP2 MED12 MED12L MED25 MEG3 MEGF8 MEIOB MERTK MESP2 METTL23 METTL27 MID1 MINPP1 MKKS MKRN3 MKS1 MLXIPL MMP23B MNX1 MOGS MOV10L1 MRAP MRPS22 MSH4 MSH5 MTM1 MTOR MYH3 MYMK MYMX MYRF NAA10 NANOS1 NCF1 NDN NDNF NDUFA6 NDUFA8 NDUFB11 NDUFB7 NDUFS4 NEB NECTIN1 NEK1 NEK2 NELFA NEUROD2 NEXMIF NHLH2 NHP2 NIPBL NKX2-1 NNT NODAL NOP10 NOTCH2 NPAP1 NPHP1 NPM1 NR0B1 NR2E3 NR2F2 NR3C1 NR5A1 NRL NSD1 NSD2 NSMF NSUN2 NUP107 NXN OBSL1 OCA2 OFD1 OGT OPHN1 ORC1 ORC4 ORC6 OTUD5 OTX2 PAFAH1B1 PAICS PALB2 PARN PAX6 PBX1 PCARE PCNT PDE11A PDE4D PDE6A PDE6B PDE6G PDHA2 PDPN PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PHF21A PHF6 PHF8 PHGDH PIEZO2 PIGA PIGG PIGN PIGP PIGQ PIK3CA PITX2 PLAG1 PLAGL1 PMM2 PNKP PNLDC1 PNPLA6 POC1A POFUT1 POGLUT1 POLA1 POLE POLR1B POLR1C POLR1D POLR3A POLR3H POMGNT1 POMGNT2 POMK POMT1 POMT2 POR PORCN POU1F1 PPARG PPP1R12A PPP2R3C PQBP1 PRCD PRDM13 PRDM16 PRKACA PRKACB PRKAR1A PRKCZ PRKDC PROK2 PROKR2 PROM1 PROP1 PRPF3 PRPF31 PRPF4 PRPF6 PRPF8 PRPH2 PRPS1 PRRX1 PSENEN PSMC1 PSMC3IP PSMD12 PSPH PTCH1 PTDSS1 PTEN PTPN11 PTPRF PTRH2 PUF60 PWAR1 PWRN1 RAB18 RAB23 RAB3GAP1 RAB3GAP2 RAC1 RAC3 RAD21 RAD51 RAD51C RAF1 RBBP8 RBMY1A1 RBP3 RDH12 REEP6 RERE RFC2 RFWD3 RFX7 RGR RHO RIPK4 RIPPLY2 RLBP1 RLIM RNASEH2A RNASEH2B RNASEH2C RNF113A RNF212 RNU12 RNU4ATAC RNU7-1 ROBO1 ROM1 ROR2 RP1 RP1L1 RP2 RP9 RPE65 RPGR RPGRIP1 RPGRIP1L RPL10 RPL10L RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RREB1 RSPO1 RSPO2 RTEL1 RTL1 RTTN RXYLT1 RYR1 SAG SALL1 SAMD9 SAMHD1 SATB2 SC5D SCAPER SCLT1 SCN1B SCN2A SCUBE3 SDCCAG8 SDHB SDHC SDHD SEC23B SEC24C SEMA3A SEMA3E SEMA4A SETBP1 SETD2 SETD5 SGPL1 SHH SHOC1 SIAH1 SIK1 SIL1 SIM1 SIN3A SIX3 SIX6 SKI SKIC3 SLC25A10 SLC25A22 SLC25A24 SLC29A3 SLC31A1 SLC32A1 SLC39A4 SLC7A14 SLX4 SMAD4 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMCHD1 SMG8 SMO SMS SNORD115-1 SNORD116-1 SNRNP200 SNRPN SOHLH1 SOX10 SOX11 SOX2 SOX3 SOX4 SOX9 SPAG17 SPATA7 SPECC1L SPEN SPIDR SPRED1 SPRY4 SPTBN1 SRA1 SRCAP SRD5A2 SRY SSR4 STAG1 STAG3 STAR STK11 STS STT3A STT3B STX1A STXBP1 SUCLG1 SUFU SUZ12 SYCE1 SYCP3 SYNGAP1 TAC3 TACR3 TAF4B TALDO1 TAPT1 TBC1D20 TBC1D24 TBCE TBL1XR1 TBL2 TBX1 TBX15 TBX22 TBX3 TBX4 TCF12 TCF4 TCOF1 TCTN1 TCTN2 TCTN3 TDGF1 TDRD9 TERB1 TERB2 TERC TERT TEX11 TEX14 TEX15 TFAP2A TGIF1 THOC2 THOC6 TINF2 TMCO1 TMEM107 TMEM216 TMEM231 TMEM237 TMEM270 TMEM63A TMEM67 TMEM70 TMEM94 TNXB TOE1 TOGARAM1 TONSL TOPORS TP53 TP63 TRAIP TREX1 TRIM32 TRIM8 TRIP13 TRPM3 TRRAP TSPY1 TSPYL1 TSR2 TTC8 TUB TUBB TULP1 TWIST2 TXNDC15 TXNRD2 TYMS UBA1 UBE2A UBE2T UBE3B UBE4B UBR1 UBR7 UFD1 UPB1 USB1 USF3 USH2A USP26 USP7 USP9X USP9Y VAC14 VAMP7 VANGL1 VPS35L VPS37D WASHC5 WDPCP WDR11 WDR35 WNT3 WNT4 WNT5A WNT7A WRAP53 WT1 WWOX XPA XPC XRCC2 XRCC4 YWHAE ZEB2 ZFPM2 ZIC2 ZMIZ1 ZMPSTE24 ZMYM2 ZMYND15 ZNF408 ZNF513 ZNF699 ZPR1 ZSWIM7 HP_ABNORMAL_EXTERNAL_NOSE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_EXTERNAL_NOSE_MORPHOLOGY AASS ABCA12 ABCA4 ABCA5 ABCC8 ABCC9 ACSL4 ACTB ACTG1 ACTG2 ACTL6B ADAMTS18 ADAMTS3 ADAMTSL2 ADAR ADAT3 ADGRG6 ADNP ADSL AFF3 AFF4 AGA AGBL5 AGL AGO1 AHI1 AHR AIFM1 AIMP2 AKT1 ALDH18A1 ALDH1A2 ALDH6A1 ALG13 ALG3 ALG9 ALX1 ALX3 ALX4 AMMECR1 ANKRD11 ANKRD17 ANTXR1 AP2M1 AP4B1 AP4E1 AP4M1 AP4S1 APC ARHGEF18 ARID1A ARID1B ARID2 ARL13B ARL2BP ARL3 ARL6 ARMC9 ARSL ARVCF ARX ASH1L ASNS ASPH ASXL1 ASXL2 ASXL3 ATAD3A ATIC ATN1 ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 ATP7A ATR ATRIP ATRX AUTS2 B3GALT6 B3GLCT B9D1 B9D2 BANF1 BAP1 BBS1 BBS2 BCL11A BCOR BCR BEST1 BICRA BLTP1 BMP2 BMPER BPTF BRAF BRCA1 BRCC3 BRD4 BRF1 BUB1 BUB1B BUB3 C12orf57 C2CD3 CA4 CACNA1B CAMTA1 CANT1 CAPN15 CASK CASZ1 CAV1 CBL CBY1 CC2D2A CCDC22 CCDC47 CCDC8 CCNK CCNQ CD96 CDC42 CDC42BPB CDH11 CDHR1 CDK10 CDK13 CDK19 CDKL5 CDON CENPE CENPF CENPJ CENPT CEP104 CEP120 CEP152 CEP290 CEP41 CEP55 CEP57 CERKL CERT1 CFAP418 CHD2 CHD5 CHMP1A CHN1 CHRNA1 CHRNA7 CHRND CHRNG CHST14 CILK1 CIT CKAP2L CLCF1 CLCN3 CLIC2 CLP1 CLPB CLRN1 CNGA1 CNGB1 CNOT1 CNOT2 CNOT3 COG1 COG4 COG6 COL11A1 COL11A2 COL18A1 COL1A1 COL1A2 COL27A1 COL2A1 COL3A1 COLEC11 COMT CPLANE1 CPLX1 CPSF3 CPT2 CRB1 CREBBP CRIPT CRKL CRLF1 CRX CSF1R CSGALNACT1 CSNK2A1 CSPP1 CTBP1 CTCF CTNNB1 CTSK CUL4B CUL7 CUX1 CWC27 DDB1 DDB2 DDR2 DDX3X DEAF1 DGCR2 DGCR6 DGCR8 DHCR24 DHCR7 DHDDS DHX37 DHX38 DICER1 DIS3L2 DISP1 DLK1 DLL1 DLL3 DLX4 DMXL2 DNA2 DNMT3A DNMT3B DOCK3 DOCK6 DOCK7 DONSON DPF2 DPYD DVL1 DVL3 DYNC1I2 DYRK1A DZIP1L EBF3 EBP ECE1 ECEL1 EDA EDA2R EDAR EDARADD EDEM3 EDN3 EDNRB EFEMP2 EFNB1 EFTUD2 EHMT1 EIF2S3 EIF5A ELN EP300 EPG5 ERCC2 ERCC3 ERCC4 ERCC5 ERF ESCO2 ESS2 EXOC2 EXOSC1 EXOSC2 EXT1 EXT2 EXTL3 EYA1 EYS FAM149B1 FAM161A FAM20C FANCL FBN1 FBXL3 FBXL4 FBXO28 FBXO31 FGD1 FGF20 FGF3 FGF8 FGFR1 FGFR2 FGFR3 FGFRL1 FH FIG4 FLCN FLI1 FLII FLNA FLNB FMR1 FOCAD FOXA2 FOXC1 FOXG1 FOXH1 FOXP1 FOXP2 FRA10AC1 FRAS1 FREM1 FREM2 FRMD4A FRMPD4 FSCN2 FTO FZD2 GABRD GAD1 GAS1 GATAD2B GBA1 GDF11 GFRA1 GH1 GHR GJA1 GJA5 GJA8 GLB1 GLI2 GLI3 GLUL GMNN GNAI1 GNAO1 GNPAT GNPTAB GNS GP1BB GPAA1 GPC3 GPC4 GPC6 GREB1L GRIN1 GRIP1 GRM7 GUCA1B H3-3A H3-3B H4C3 H4C5 HDAC4 HDAC6 HDAC8 HECW2 HES7 HESX1 HGSNAT HIC1 HIRA HIVEP2 HK1 HNRNPH1 HNRNPH2 HNRNPK HNRNPR HOXB1 HPDL HRAS HS2ST1 HSPA9 HSPG2 HUWE1 HYLS1 IARS2 IDH3A IDH3B IDUA IER3IP1 IFIH1 IFT122 IFT140 IFT172 IFT43 IFT52 IFT74 IFT88 IGF1 IGF1R IL11RA IL2RA IL6ST IMPDH1 IMPG1 IMPG2 INPP5E INPPL1 INSR INTS1 IQSEC2 IRX5 ITCH ITGA8 JAG1 JARID2 JMJD1C KANSL1 KAT5 KAT6A KAT6B KATNB1 KATNIP KCNA1 KCNAB2 KCNE5 KCNH1 KCNJ11 KCNJ2 KCNJ5 KCNJ6 KCNJ8 KCNK9 KCNMA1 KCNN3 KCTD1 KDF1 KDM1A KDM3B KDM4B KDM5B KDM6A KIAA0586 KIAA0753 KIAA1549 KIF11 KIF14 KIF15 KIF1A KIF7 KIFBP KIZ KLHL15 KLHL7 KMT2A KMT2B KMT2D KMT5B KNL1 KNSTRN KPTN KRAS LAS1L LBR LEMD2 LETM1 LFNG LHX4 LIFR LIG4 LMBR1 LMBRD2 LMNA LMX1B LONP1 LRAT LRP2 LRP4 LRPPRC LSM11 LTBP1 LTBP3 LUZP1 MAB21L1 MADD MAFB MAK MAN1B1 MAN2B1 MAN2C1 MAP2K1 MAP2K2 MAP3K7 MAPK1 MAPK8IP3 MAPKAPK5 MARS2 MBD5 MBTPS2 MCTP2 MECP2 MED12 MED12L MED13L MED25 MED27 MEF2C MEG3 MEGF8 MEIS2 MERTK MESD MESP2 METTL23 METTL5 MGAT2 MGP MICU1 MID1 MIPEP MITF MKS1 MLXIPL MMP2 MMP23B MN1 MPDZ MPLKIP MRAS MSL3 MTX2 MUSK MVK MYCN MYH3 MYMK MYMX MYO18B NAA10 NACC1 NALCN NANS NARS2 NBN NEDD4L NEK2 NEK9 NEUROD2 NEXMIF NF1 NFIA NFIB NFIX NFKBIA NGLY1 NHEJ1 NIPBL NODAL NOG NOTCH2 NOVA2 NPHP1 NR2E3 NR2F1 NRAS NRL NSD1 NSD2 NSRP1 NSUN2 NUP188 NUP85 NXN OBSL1 OCLN ODC1 OFD1 ORC4 OTX2 PACS1 PAFAH1B1 PAH PAICS PAK3 PAM16 PARS2 PAX1 PAX3 PAX7 PBX1 PCARE PCDHGC4 PCGF2 PCNT PDE4D PDE6A PDE6B PDE6D PDE6G PDGFRB PDHA1 PDPN PEPD PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PGAP2 PGAP3 PGM2L1 PHF21A PHF8 PHGDH PHIP PIBF1 PIEZO2 PIGA PIGF PIGL PIGN PIGO PIGP PIGQ PIGT PIGV PIGW PIGY PIK3C2A PIK3CD PIK3R1 PKHD1 PLCB3 PLCH1 PLEC PLK4 PLOD3 PMM2 PNKP POC1A POGZ POLD1 POLG2 POLR3A POLRMT POMGNT1 POR PORCN POU1F1 POU4F1 PPM1D PPP1CB PPP1R15B PPP1R21 PPP2CA PPP2R1A PPP2R3C PPP3CA PQBP1 PRCD PRDM16 PRIM1 PRKACA PRKACB PRKAR1A PRKAR1B PRKCZ PRKD1 PRMT7 PROM1 PROP1 PRPF3 PRPF31 PRPF4 PRPF6 PRPF8 PRPH2 PRPS1 PSAT1 PTCH1 PTEN PTF1A PTH1R PTPN11 PTPRF PUF60 PURA PUS1 PUS7 PYCR1 PYCR2 QRICH1 RAB18 RAB3GAP1 RAB3GAP2 RAC1 RAC3 RAD21 RAI1 RALA RALGAPA1 RARB RBBP8 RBM10 RBM8A RBMX RBP3 RDH11 RDH12 RECQL RECQL4 REEP6 RERE RET RFX7 RGR RHO RHOA RHOBTB2 RIC1 RIPK4 RIPPLY2 RLBP1 RLIM RMRP RNASEH2A RNASEH2B RNASEH2C RNF125 RNF135 RNF2 RNU4ATAC RNU7-1 ROM1 ROR2 RP1 RP1L1 RP2 RP9 RPE65 RPGR RPGRIP1 RPGRIP1L RPL10 RPS19 RPS6KA3 RREB1 RTL1 RUNX2 RUSC2 RYR1 SAG SALL4 SAMHD1 SATB2 SC5D SCAPER SCARF2 SCN1A SCN1B SCN2A SCNM1 SCYL2 SEC23A SEC24C SEMA4A SET SETBP1 SETD1A SETD2 SETD5 SH3PXD2B SHANK3 SHH SHOC2 SIK1 SIM1 SIN3A SIX2 SIX3 SKI SKIC3 SLC17A5 SLC25A22 SLC25A24 SLC25A46 SLC26A2 SLC29A3 SLC2A1 SLC2A10 SLC32A1 SLC35C1 SLC37A4 SLC6A1 SLC6A9 SLC7A14 SLX4 SMARCA2 SMARCA4 SMARCAL1 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMC5 SMG8 SMG9 SMOC1 SMPD4 SMS SNAP29 SNIP1 SNRNP200 SNRPN SNX14 SOST SOX10 SOX11 SOX3 SOX4 SOX5 SOX9 SPATA5 SPATA7 SPECC1L SPEN SPOP SPRTN SPTBN1 SRCAP SRD5A3 STAG2 STAT5B STIL STXBP1 SUFU SUMF1 SUPT16H SUZ12 SYNGAP1 SYT1 TAF1 TAF6 TAPT1 TBC1D20 TBC1D23 TBC1D24 TBCD TBCE TBCK TBL1XR1 TBX1 TBX2 TBX4 TBX6 TCF20 TCF4 TCTN1 TCTN2 TCTN3 TDGF1 TFAP2A TFAP2B TGDS TGFB3 TGIF1 THOC6 THUMPD1 TLK2 TMCO1 TMEM107 TMEM138 TMEM216 TMEM218 TMEM231 TMEM237 TMEM53 TMEM67 TMEM70 TMEM94 TMLHE TOE1 TOGARAM1 TONSL TOPORS TOR1A TP63 TPR TRAF6 TRAIP TREX1 TRIM8 TRIO TRIP11 TRIP12 TRIP13 TRMT10A TRPM3 TRPS1 TRPV6 TRRAP TSPEAR TTC26 TTC8 TUB TUBGCP2 TUBGCP4 TUBGCP6 TULP1 TWIST1 TWIST2 TXNDC15 TXNL4A UBE2A UBE3B UBE4B UBR1 UFC1 UFD1 UNC80 USB1 USH2A USP9X VAC14 VPS13B VPS35L VPS51 WAC WASHC4 WDR19 WDR26 WDR35 WDR4 WDR62 WDR73 WLS WNT5A WNT9B WRN WWOX XPA XPC XRCC4 XYLT1 YWHAE YY1 ZBTB20 ZBTB24 ZC4H2 ZEB2 ZIC2 ZMIZ1 ZMPSTE24 ZMYM2 ZNF148 ZNF292 ZNF408 ZNF423 ZNF462 ZNF513 ZNF699 ZNHIT3 ZPR1 ZSWIM6 HP_ABNORMAL_EXTEROCEPTIVE_SENSATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_EXTEROCEPTIVE_SENSATION ABCA1 ABCD1 ADA2 AEBP1 AIFM1 AIP ALAD ALDH18A1 ALDH4A1 APP ATL1 ATL3 ATP13A2 ATP1A2 ATP7B ATXN1 BMPR1A BSCL2 C4A CACNA1A CACNA2D1 CALR CASR CBLIF CCND1 CCR1 CCT5 CDKL5 CHAMP1 CHST14 CLCNKB CLTCL1 COL1A1 COMP COQ6 CTDP1 CUBN DCAF8 DDHD1 DEAF1 DEPDC5 DHH DKK1 DNM1L DSE EBF3 ELP1 EPCAM ERAP1 FAN1 FAR1 FAS FBN1 FGD4 FLII FMR1 GABBR2 GABRG2 GALC GATA1 GBE1 GDAP1 GJB1 GLA GNA11 GNA14 GNAS GNB4 GPR101 GRIA3 GRIN2A H19 HARS1 HDAC4 HERC2 HEXB HINT1 HK1 HLA-B HLA-DQB1 HLA-DRB1 HMBS HNRNPK HPDL HPGD HRAS HSPB1 IARS2 IFNGR1 IGF2 IL10 IL12A IL12A-AS1 IL23R IL6ST IQSEC2 JAG1 JAK2 KCNJ1 KCNQ1OT1 KDM5C KIF1A KIF5A KLHL9 KLRC4 KRAS KRT1 KRT14 KRT16 KRT5 KRT9 LIFR LIG3 LITAF LMX1B LZTR1 MADD MAGEL2 MCM3AP MECP2 MEFV MEN1 MFN2 MKRN3 MLH1 MLH3 MORC2 MPL MPV17 MPZ MSH2 MSH6 MTHFR MTRFR MYORG NAGA NAGLU NALCN NARS1 NDN NDRG1 NEFL NF2 NGF NGLY1 NKX6-2 NLRP3 NPAP1 NPRL2 NPRL3 NTNG1 NTRK1 OCA2 OPA3 P4HA2 PDCD1 PDK3 PDXK PEX16 PIK3CA PLEKHG4 PMP2 PMP22 PMS1 PMS2 PNPT1 POLG PRDM12 PRNP PRORP PRPS1 PRRT2 PSAP PTPN22 PWAR1 PWRN1 RAB7A RAI1 RELA RETREG1 RFX7 RNF170 RPS20 RRM2B SACS SBF2 SCN10A SCN11A SCN1A SCN4A SCN9A SCYL1 SDHA SEMA4A SEPTIN9 SERPING1 SETX SH2B3 SH3TC2 SHANK3 SIM1 SLC12A1 SLC12A3 SLC19A2 SLC26A2 SLC2A1 SLCO2A1 SMARCB1 SMC1A SNORD115-1 SNORD116-1 SNRPN SORD SPTLC1 SPTLC2 SRPX2 STAT4 STX16 SYNGAP1 TDP1 TET2 TGFBR2 TGM1 THPO TK2 TLR4 TMEM218 TNFRSF1A TP53 TRAPPC2 TRIM32 TRIO TRPM3 TWNK TYMP UBAC2 UBTF UNC80 UROD UROS VCP VWA1 WNK1 YY1 ZEB2 ZFHX2 ZFTA HP_ABNORMAL_EYEBROW_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_EYEBROW_MORPHOLOGY AARS1 AASS ABCA12 ABCA5 ABCC9 ABL1 ACER3 ACTB ACTG1 ADA ADAM17 ADAMTS3 ADAT3 AEBP1 AFF3 AFF4 AHI1 AHSG AIFM1 AIP ALOX12B ALOXE3 ALX1 ALX4 AMMECR1 ANAPC1 ANKRD11 ANTXR1 APCDD1 APTX ARID1A ARID1B ARID2 ARL13B ARL3 ARL6 ARMC9 ARX ASH1L ASPM ASPRV1 ASXL1 ASXL2 ASXL3 ATAD3A ATP1A2 ATP1A3 ATP6V1B2 ATR AUTS2 AXIN2 B3GAT3 B4GALT7 B9D1 B9D2 BANF1 BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCAS3 BCL11B BCOR BCR BICRA BMP2 BPTF BRAF BRD4 BRF1 C12orf57 CACNA1A CAMK2G CASZ1 CBL CBY1 CC2D2A CCDC47 CCDC8 CCNK CDC42 CDC42BPB CDC45 CDH11 CDH2 CDH3 CDK10 CDK13 CDK19 CDKL5 CDON CDSN CEP104 CEP120 CEP19 CEP290 CEP41 CERT1 CFAP418 CHD1 CHD5 CHD7 CHD8 CHMP1A CHRNA7 CHST3 CHSY1 CLCN3 CLCN6 CLDN1 CLP1 CNOT2 COG6 COL11A1 COL18A1 COL1A2 COL3A1 COLEC10 COLEC11 COX5A COX7B CPLANE1 CPLX1 CREBBP CRIPT CRKL CSNK2A1 CSPP1 CTBP1 CTC1 CTCF CTU2 CUL4B CUL7 CWC27 CWF19L1 CYFIP2 CYP4F22 DCAF17 DCLRE1C DDB1 DDX3X DDX6 DEAF1 DENND5A DHX30 DKC1 DLX4 DNAJC21 DNMT3A DOCK7 DOLK DPF2 DPH1 DPH2 DPH5 DSC3 DSG4 DSP EBF3 EBP ECEL1 EDA EDA2R EDAR EDARADD EDN3 EDNRB EGFR EHMT1 EIF5A ELN EMC10 EP300 EPS8L3 ERLIN2 ERMARD ESCO2 EXT1 FAM111B FAM149B1 FAM20C FAR1 FAS FBN1 FBXL4 FBXO28 FBXO31 FGF3 FGFR1 FGFRL1 FHL1 FIG4 FLI1 FLII FOXG1 FOXL2 FOXP2 FRA10AC1 FRAS1 FREM1 FRMD4A FUCA1 GABRA3 GABRD GAD1 GJA1 GJA5 GJA8 GJB2 GJB6 GNB2 GNE GNPTAB GNS GPR101 GPRASP2 GTPBP2 GUSB H3-3A H4C11 H4C5 H4C9 HBA1 HBA2 HDAC4 HDAC8 HEATR3 HECTD4 HECW2 HEPHL1 HERC1 HGSNAT HID1 HIVEP2 HMGA2 HNRNPH1 HNRNPK HNRNPU HR HRURF HSPA9 HSPG2 HYLS1 IARS2 IDUA IFT172 IFT27 IFT74 IGF1R IL1RAPL1 IL2RG IL7R INPP5E INTS1 IQSEC2 IRX5 ITGA3 ITGB6 JARID2 JUP KANK2 KAT5 KAT6A KATNB1 KATNIP KCNAB2 KCNH1 KCNJ8 KCNK4 KCNK9 KCNMA1 KCNN3 KDF1 KDM1A KDM4B KDM5C KDM6A KIAA0586 KIAA0753 KIF26A KIF7 KIFBP KIT KLF13 KMT2A KMT2C KMT2D KMT5B KNL1 KRAS KREMEN1 KRT17 KRT25 KRT71 KRT74 KRT81 KRT83 KRT85 KRT86 LARP7 LAS1L LEMD3 LETM1 LIG4 LIPH LIPN LMBRD2 LMNA LMX1B LPAR6 LRP1 LRPPRC LSS LTBP1 LTBP3 LTV1 LUZP1 LZTFL1 LZTR1 MAB21L1 MADD MAF MAGEL2 MAN1B1 MAN2B1 MAN2C1 MAP1B MAP2K1 MAP2K2 MAP3K7 MAPK1 MAPK8IP3 MAPKAPK5 MAPRE2 MARS1 MASP1 MBD5 MBTPS2 MC1R MED12 MED12L MED13 MED13L MED25 MED27 MEF2C MEGF8 MEIS2 MESD MGAT2 MITF MKKS MKS1 MLXIPL MMP23B MN1 MTHFS MTX2 MYO5A NAA10 NAGLU NANS NBAS NCAPG2 NDST1 NECTIN1 NELFA NEPRO NF1 NFIB NFIX NHP2 NIPAL4 NIPBL NMNAT1 NOP10 NOTCH2 NPHP1 NPM1 NRAS NRCAM NSD1 NSD2 NSUN2 NUDT2 NUP188 OBSL1 OCA2 ODC1 OFD1 OGT OTUD6B OTX2 PACS1 PACS2 PARN PAX3 PCDHGC4 PCNT PDCD6IP PDE6D PDPN PEX1 PEX6 PGAP1 PGAP2 PGAP3 PHF6 PHF8 PHIP PI4KA PIBF1 PIGG PIGK PIGL PIGN PIGO PIGS PIGV PIGW PIGY PKP1 PLXNA1 PNPLA6 POLA1 POLR3A PPP1CB PPP1R15B PPP1R21 PPP2R3C PQBP1 PRDM16 PRKCZ PRKD1 PRKG2 PRR12 PRRX1 PSMC1 PSMC3 PSMD12 PTCH1 PTPN22 PTPRF PUF60 PURA PUS7 PYCR2 RAC1 RAD21 RAF1 RAG1 RAG2 RAI1 RALA RALGAPA1 RBL2 RBM10 RECQL4 RERE RET RHOBTB2 RIN2 RIPK4 RMRP RNF113A RNF125 RNF2 RNU12 RNU4ATAC ROBO1 RPGRIP1L RPL21 RPS23 RPS28 RPS6KA3 RTEL1 RUSC2 SATB1 SCAPER SCARF2 SCLT1 SCN4A SDCCAG8 SDR9C7 SEMA3E SETBP1 SETD1B SETD2 SETD5 SF3B4 SGSH SHANK3 SHMT2 SHOC2 SIAH1 SIM1 SIN3A SKI SLC1A3 SLC1A4 SLC25A24 SLC29A3 SLC35A2 SLC35C1 SLC39A4 SLC45A1 SLC6A17 SLC9A6 SMAD4 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMCHD1 SMOC1 SMPD4 SMS SNAI2 SNRPE SON SOS1 SOS2 SOX10 SOX11 SOX18 SOX4 SOX6 SPATA5 SPECC1L SPEN SPINK5 SPOP SPRED2 SPTBN1 ST14 STAG1 STAG2 STRADA STXBP1 SUFU SULT2B1 SUMF1 SUPT16H SYT1 SZT2 TAF1 TAF6 TALDO1 TASP1 TBCD TBCK TBL1XR1 TBX3 TBX4 TCF4 TCTN1 TCTN2 TCTN3 TERC TERT TFAP2B TFE3 TGDS TGM1 THUMPD1 TINF2 TMCO1 TMEM138 TMEM147 TMEM216 TMEM218 TMEM231 TMEM237 TMEM67 TMEM94 TOE1 TOGARAM1 TOPORS TP63 TRAPPC10 TRAPPC9 TRIM32 TRIM8 TRIO TRMT1 TRMT10A TRPS1 TRRAP TTC5 TTC7A TTC8 TTI2 TUBGCP2 TWIST2 TYMS TYRP1 UBE2A UBE3B UBE4B UBR7 UFC1 UGDH UGP2 UQCC2 UROS USB1 VAC14 VPS13B VPS33A VPS35L WAC WARS1 WASHC4 WDPCP WDR26 WDR35 WLS WNT10A WNT10B WNT4 WRAP53 XYLT1 XYLT2 YY1 ZBTB18 ZBTB20 ZEB2 ZIC2 ZMPSTE24 ZMYND11 ZNF292 ZNF407 ZNF423 ZNF462 ZNF699 ZNF711 ZSWIM6 HP_ABNORMAL_EYELASH_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_EYELASH_MORPHOLOGY ABCC9 AFF4 ALX1 ALX4 ANAPC1 ANTXR1 AP3B2 APCDD1 ARHGEF2 ARID1A ARID1B ARID2 ASXL2 ASXL3 ATP6V1B2 AXIN2 B4GALT7 BANF1 BICRA BLM BMP1 BRAF BRCA1 BRD4 CAMKMT CAMTA1 CANT1 CCDC47 CDC42BPB CDH1 CDH3 CDSN CHD1 CHMP1A CLDN1 CLP1 CNOT2 COL11A1 COL25A1 COL3A1 COX5A COX7B CREBBP CSF1R CSGALNACT1 CST6 CTC1 CTCF CTDP1 CTNND1 CWC27 DDB1 DENND5A DHCR7 DKC1 DLX4 DNMT3B DOCK7 DOLK DPF2 DPH1 DPH5 DPYD DSC3 DSG4 DSP DUX4 DUX4L1 DVL1 DVL3 EBP EDA EDAR EDARADD EDN3 EDNRA EDNRB EGFR EP300 EPS8L3 EXOC8 FAM111B FAS FBN1 FBXO11 FGF10 FGF5 FGFR1 FIG4 FOXC2 FRAS1 FRG1 FRMD4A FZD2 GATA1 GJA1 GJA5 GJA8 GJB2 GJB6 GNB2 GTPBP2 H4C5 HCCS HDAC8 HECTD4 HID1 HOXC13 HPDL HR HRURF HSPG2 IRX5 ITGA3 JUP KANK2 KCNH1 KCNJ8 KCNK4 KCNK9 KCNMA1 KCNN3 KDM6A KIF11 KIT KMT2A KMT2D KRAS KREMEN1 KRT25 KRT71 KRT74 KRT81 KRT83 KRT85 KRT86 LIPH LMNA LMNB1 LPAR6 LRP1 LSS LTBP1 LTBP3 LTV1 MAB21L1 MAB21L2 MADD MAF MAN1B1 MAP2K1 MAP2K2 MBD5 MBTPS2 MC1R MED27 MGAT2 MITF MLPH MOGS MPLKIP MYO5A NAA10 NCAPG2 NDUFB11 NECTIN1 NECTIN4 NF1 NHP2 NIPBL NOP10 NOTCH2 NPM1 NRCAM NXN OCA2 ODC1 ORC1 OTUD6B PACS1 PARN PAX3 PGM2L1 PHGDH PKP1 PLCD1 PLK4 PNPLA6 POLR1B POLR1C POLR1D POLR3A PPM1B PREPL PRR12 PTPN22 PUF60 PUS1 PYCR2 RAC3 RAD21 RECQL RECQL4 RHOBTB2 RIPK4 RMRP RNF2 RNU12 RNU4ATAC ROR2 RPL21 RPS23 RTEL1 RUSC2 SATB2 SEC31A SF3B4 SHANK3 SHOC2 SLC25A24 SLC30A9 SLC35C1 SLC3A1 SLC6A9 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMCHD1 SMOC1 SNAI2 SNRPE SOX10 SOX11 SOX18 SOX4 SPEN SPINK5 SPOP SRCAP ST14 STAG1 STAG2 TAF1 TAF6 TBX4 TCOF1 TENT5A TERC TERT TIMM50 TINF2 TMCO1 TP63 TRPS1 TSR2 TUBGCP4 TUBGCP6 TWIST2 TYMS TYRP1 UFC1 UROD UROS USB1 VAC14 VARS1 VPS13B VPS33A VPS51 WDR35 WNT10A WNT5A WRAP53 XYLT1 YARS2 ZFHX4 ZMPSTE24 ZNF699 HP_ABNORMAL_EYELID_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_EYELID_MORPHOLOGY AARS1 ABAT ABCA1 ABCA12 ABCA5 ABCC9 ABCG8 ABHD5 ABL1 ACOX1 ACSL4 ACTB ACTG1 ACTL6B ADA2 ADAM17 ADAMTS18 ADAMTS2 ADAMTS3 ADAMTSL2 ADAR ADARB1 ADAT3 ADH5 ADNP AFF2 AFF3 AFF4 AGO1 AGO2 AGR2 AHDC1 AHI1 AIP AKT1 AKT3 ALDH1A2 ALDH1A3 ALDH6A1 ALDOA ALG12 ALG14 ALG2 ALG3 ALG9 ALOX12B ALOXE3 ALX1 ALX3 ALX4 AMER1 AMMECR1 AMPD2 ANAPC1 ANGPT2 ANK1 ANKH ANKLE2 ANKRD11 ANKRD17 ANTXR1 AP1G1 AP1S1 AP3B1 AP3B2 AP4E1 APC APC2 APCDD1 APOA1 APOA2 APOB APOE ARCN1 ARHGEF2 ARID1A ARID1B ARID2 ARL3 ARL6 ARPC1B ARV1 ARVCF ARX ASPH ASPM ASPRV1 ASXL1 ASXL2 ASXL3 ATAD3A ATN1 ATP1A2 ATP1A3 ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 ATP7A ATP9A ATR ATRIP ATRX AUTS2 AXIN2 B3GAT3 B3GLCT B4GALT7 B9D2 BANF1 BAP1 BAZ1B BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCAS3 BCL11A BCL11B BCL7B BCOR BCORL1 BCR BGN BICRA BLM BLNK BLTP1 BMP1 BMP2 BMPER BMPR1A BPTF BRAF BRAT1 BRCA1 BRCA2 BRD4 BRF1 BRIP1 BRPF1 BUB1 BUB1B BUB3 BUD23 C12orf4 C12orf57 C2CD3 CACNA1A CACNA1B CACNA1G CACNA2D1 CAMK2A CAMK2G CAMKMT CAMTA1 CANT1 CARD14 CARS1 CASK CASZ1 CBL CCBE1 CCDC115 CCDC22 CCDC32 CCDC47 CCDC88A CCND2 CCNK CCNQ CD28 CD79A CD79B CD96 CDC42 CDC42BPB CDCA7 CDH1 CDH11 CDH2 CDH3 CDK10 CDK13 CDK19 CDK5RAP2 CDK6 CDSN CELF2 CENPE CENPJ CENPT CEP135 CEP152 CEP19 CEP290 CEP55 CEP57 CEP63 CERS3 CERT1 CFAP418 CHAMP1 CHD1 CHD3 CHD4 CHD5 CHD7 CHD8 CHMP1A CHN1 CHRNA1 CHRNA7 CHRND CHRNG CHST14 CHST3 CHUK CILK1 CIT CKAP2L CLCN3 CLCN4 CLCN7 CLDN1 CLIP2 CLP1 CLTC CLTCL1 CNKSR2 CNOT1 CNOT2 CNOT3 CNTNAP1 CNTNAP2 COA3 COG1 COG6 COG7 COG8 COL11A1 COL11A2 COL18A1 COL1A1 COL1A2 COL25A1 COL3A1 COL5A1 COL5A2 COL9A3 COLEC10 COLEC11 COMT COPB1 COPB2 COQ4 COX5A COX7B CPLANE1 CPLX1 CREBBP CRIPT CRKL CRTAP CSF1R CSGALNACT1 CSNK2A1 CSPP1 CST6 CTBP1 CTC1 CTCF CTDP1 CTLA4 CTNND1 CTNND2 CTU2 CUL4B CUX1 CWC27 CYFIP2 CYP27A1 CYP4F22 DACT1 DALRD3 DCHS1 DDB1 DDB2 DDHD2 DDR2 DDX11 DDX3X DDX59 DDX6 DEAF1 DENND5A DGCR2 DGCR6 DGCR8 DHCR24 DHCR7 DHDDS DHODH DHX16 DHX30 DIS3L2 DKC1 DLG3 DLK1 DLX4 DMXL2 DNA2 DNAJC21 DNAJC30 DNM1 DNMT3A DNMT3B DOCK3 DOCK6 DOCK7 DOK7 DOLK DONSON DPF2 DPH1 DPH2 DPH5 DPM1 DPP9 DPYD DPYSL5 DSC3 DSE DSG4 DSP DUX4 DUX4L1 DVL1 DVL3 DYNC1H1 DYNC1I2 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYRK1A EBF3 EBP ECEL1 EDA EDAR EDARADD EDEM3 EDN1 EDN3 EDNRA EDNRB EED EEF1A2 EFEMP2 EFNB1 EFTUD2 EGFR EHMT1 EIF2AK3 EIF4H EIF5A ELN EP300 EPG5 EPHX2 EPS8L3 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERMARD ESCO2 ESS2 ETFA ETFB ETFDH EXOC2 EXOC8 EXOSC1 EXOSC2 EXOSC9 EXT2 EZH2 FAM111B FAM149B1 FAM20C FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAS FAT4 FBLN5 FBN1 FBXL4 FBXO11 FBXO28 FBXO31 FDFT1 FERMT1 FGD1 FGF10 FGF12 FGF13 FGF20 FGF3 FGF5 FGFR1 FGFR2 FGFR3 FGFRL1 FHL1 FIBP FIG4 FKBP14 FKBP6 FLCN FLI1 FLII FLNA FLNB FLT4 FOCAD FOXC1 FOXC2 FOXG1 FOXL2 FOXP1 FOXP2 FRA10AC1 FRAS1 FREM1 FREM2 FRG1 FRMD4A FTSJ1 FZD2 FZR1 G6PC1 GABBR2 GABRA2 GABRA3 GABRA5 GABRB2 GABRD GABRG2 GAD1 GALNT2 GATA1 GATA2 GATA4 GATAD2B GBA1 GDF11 GFRA1 GHR GJA1 GJA5 GJA8 GJB2 GJB6 GJC2 GLE1 GLI3 GLIS3 GMNN GNB2 GNE GNPTAB GON7 GORAB GP1BB GPC3 GPC4 GPC6 GPKOW GPR101 GPRASP2 GPT2 GREB1L GRIA1 GRIA3 GRIN2D GRIP1 GSC GSN GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GTPBP2 GUSB H1-4 H3-3A H4C11 H4C3 H4C5 H4C9 HBA1 HBA2 HBB HCCS HCN1 HDAC4 HDAC8 HEATR3 HECTD4 HECW2 HELLS HERC1 HERC2 HHAT HIBCH HIC1 HID1 HIRA HIVEP2 HK1 HLA-B HNRNPH1 HNRNPH2 HNRNPK HNRNPR HNRNPU HOXB1 HOXC13 HPDL HR HRAS HRURF HS2ST1 HS6ST2 HSD17B4 HSPG2 HUWE1 IDH1 IFIH1 IFT122 IFT140 IFT172 IFT27 IFT43 IFT52 IFT57 IFT74 IFT80 IGBP1 IGF1R IGHM IGLL1 IKZF1 IL11RA IL1RAPL1 IL6ST INPP5E INPPL1 INTS1 IPO8 IQSEC2 IRF6 IRX5 ITGA3 ITGA6 ITGA8 ITGB4 JAG1 JARID2 JMJD1C JUP KANK2 KANSL1 KAT5 KAT6A KAT6B KAT8 KATNB1 KCNA2 KCNAB2 KCNB1 KCNE5 KCNH1 KCNJ2 KCNJ5 KCNJ8 KCNK4 KCNK9 KCNMA1 KCNN3 KCTD1 KDM1A KDM4B KDM5B KDM5C KDM6A KDM6B KIAA0586 KIAA0753 KIF11 KIF14 KIF15 KIF1A KIF21A KIF26A KIF7 KIFBP KIT KITLG KLF13 KMT2A KMT2B KMT2C KMT2D KMT2E KMT5B KNL1 KNSTRN KPTN KRAS KREMEN1 KRT10 KRT25 KRT71 KRT74 KRT81 KRT83 KRT85 KRT86 LAMA3 LARP7 LDHD LDLR LETM1 LIFR LIG4 LIMK1 LIPH LIPN LMBRD1 LMBRD2 LMNA LMNB1 LMX1B LONP1 LPAR6 LPL LRP1 LRP2 LRP4 LRRC8A LSM11 LSS LTBP1 LTBP3 LTV1 LUZP1 LZTFL1 LZTR1 MAB21L1 MAB21L2 MACF1 MAD2L2 MADD MAF MAFB MAGEL2 MAN1B1 MAN2B1 MAP1B MAP2K1 MAP2K2 MAP3K7 MAPK1 MAPK8IP3 MAPKAPK5 MAPRE2 MARS1 MASP1 MBD5 MBTPS2 MC1R MCM7 MCPH1 MCTP2 MECP2 MED12 MED12L MED13 MED13L MED25 MED27 MEF2C MEG3 MEGF8 MEIS2 METTL27 METTL5 MFSD2A MGAT2 MICU1 MID1 MINPP1 MITF MKKS MKRN3 MKS1 MLPH MLXIPL MMP23B MN1 MOGS MPC1 MPDZ MPLKIP MRAS MRPL12 MRPS2 MSL3 MSMO1 MTHFS MTOR MTSS2 MUSK MVK MYCN MYH3 MYL11 MYMK MYMX MYO5A MYOD1 NAA10 NAA20 NALCN NANS NARS1 NBAS NBN NCAPD3 NCAPG2 NCDN NCF1 NDN NDST1 NDUFB11 NDUFS4 NECAP1 NECTIN1 NECTIN4 NEK1 NEK9 NELFA NEXMIF NF1 NFIA NFIB NFIX NGLY1 NHP2 NIPAL4 NIPBL NOG NONO NOP10 NOTCH2 NOTCH3 NOVA2 NPAP1 NPHP1 NPM1 NR2F1 NRAS NRCAM NSD1 NSD2 NSDHL NSRP1 NSUN2 NTRK2 NUAK2 NUP188 NUP37 NUP85 NUS1 NXN OCA2 OCRL ODC1 OFD1 OGDHL ORC1 ORC6 OSGEP OTUD5 OTUD6B P4HB PACS1 PACS2 PAFAH1B1 PAH PAK2 PAK3 PALB2 PARN PARS2 PAX3 PBX1 PCDHGC4 PCGF2 PCLO PCNT PCSK9 PDE11A PDE4D PDE6D PDGFRB PDHX PDPN PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PGAP1 PGAP2 PGAP3 PGM2L1 PGM3 PHC1 PHF21A PHF6 PHF8 PHGDH PHIP PHOX2A PHOX2B PIEZO1 PIEZO2 PIGA PIGB PIGG PIGL PIGN PIGO PIGQ PIGT PIGU PIGV PIGW PIGY PIK3C2A PIK3CA PIK3CD PIK3R1 PIK3R2 PITX1 PITX2 PKDCC PKP1 PLCD1 PLEC PLK4 PLOD1 PLPBP PLXND1 PMM2 PNPLA1 PNPLA6 POGZ POLA1 POLH POLR1A POLR1B POLR1C POLR1D POLR3A POLR3GL POLRMT POU3F3 POU4F1 PPM1B PPP1CB PPP1R12A PPP1R15B PPP1R17 PPP1R21 PPP2CA PPP2R1A PPP2R3C PPP2R5D PPP3CA PQBP1 PRDM13 PRDM16 PREPL PRIM1 PRKAR1A PRKAR1B PRKCZ PRMT7 PRORP PRPS1 PRR12 PRRX1 PSAT1 PSMD12 PSPH PTCH1 PTCH2 PTEN PTH1R PTPN11 PTPN22 PUF60 PURA PUS1 PUS7 PWAR1 PWRN1 PYCR1 PYCR2 QARS1 QRICH1 RAB11B RAB18 RAB23 RAB3GAP2 RAC1 RAC3 RAD21 RAD51 RAD51C RAF1 RAI1 RALA RAPSN RASA2 RAX RB1 RBBP8 RBM10 RBMX RBPJ RDH11 RECQL RECQL4 RERE RET REV3L RFC2 RFWD3 RFX7 RHOA RHOBTB2 RIC1 RIN2 RIPK4 RIT1 RLIM RMRP RNASEH2A RNASEH2B RNASEH2C RNF113A RNF125 RNF135 RNF2 RNU12 RNU4ATAC RNU7-1 ROR2 RPL10 RPL11 RPL15 RPL18 RPL21 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS23 RPS24 RPS26 RPS27 RPS28 RPS29 RPS6KA3 RPS7 RRAS RRAS2 RREB1 RSPRY1 RTEL1 RTL1 RTTN RUSC2 RYR1 RYR3 SALL1 SALL4 SAMHD1 SARS1 SASS6 SATB1 SATB2 SC5D SCAPER SCARF2 SCLT1 SCN3A SCN4A SCN8A SCNM1 SDCCAG8 SDR9C7 SEC24C SEC24D SEC31A SEMA3E SEMA5A SEPTIN9 SET SETBP1 SETD1A SETD1B SETD2 SETD5 SF3B2 SF3B4 SH3BP2 SH3PXD2B SHANK3 SHOC2 SHROOM4 SIAH1 SIM1 SIN3A SIX2 SKI SKIC3 SLC13A5 SLC17A5 SLC19A3 SLC1A2 SLC25A24 SLC26A2 SLC29A3 SLC2A10 SLC30A9 SLC35A2 SLC35C1 SLC37A4 SLC38A3 SLC39A13 SLC39A4 SLC39A7 SLC3A1 SLC45A1 SLC6A17 SLC6A9 SLC9A7 SLF2 SLX4 SMAD4 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMC5 SMCHD1 SMO SMOC1 SMPD4 SMS SNAI2 SNAP29 SNORD115-1 SNORD116-1 SNRPB SNRPE SNRPN SNX14 SON SOS1 SOS2 SOX10 SOX11 SOX18 SOX4 SOX5 SOX6 SOX9 SPART SPATA5L1 SPECC1L SPEN SPI1 SPINK5 SPOP SPRED1 SPRED2 SPTBN1 SRCAP SREBF1 SRY ST14 STAC3 STAG1 STAG2 STEEP1 STIL STRA6 STT3A STX1A STXBP1 SUFU SULT2B1 SUPT16H SUZ12 SVBP SYNGAP1 SYNJ1 SYT1 SZT2 TAF1 TAF13 TAF6 TAPT1 TARS1 TASP1 TBC1D24 TBC1D2B TBCD TBCK TBL1XR1 TBL2 TBR1 TBX1 TBX15 TBX2 TBX22 TBX4 TBX6 TCF20 TCF3 TCF4 TCOF1 TCTN3 TELO2 TENM3 TENT5A TERC TERT TFAP2A TFAP2B TFE3 TGDS TGFB2 TGFB3 TGFBI TGM1 THOC6 THUMPD1 TIMM50 TINF2 TLK2 TMCO1 TMEM107 TMEM147 TMEM216 TMEM237 TMEM270 TMEM53 TNFRSF1B TNNI2 TNRC6B TOE1 TONSL TOPORS TOR1A TP63 TPRKB TRAF3IP2 TRAF7 TRAIP TRAK1 TRAPPC10 TRAPPC14 TRAPPC9 TREX1 TRIM32 TRIO TRIP12 TRIP13 TRMT1 TRMT10A TRPM3 TRPS1 TRRAP TSPEAR TSR2 TTC26 TTC8 TTPA TUBA1A TUBB TUBB2B TUBB3 TUBGCP2 TUBGCP4 TUBGCP6 TWIST1 TWIST2 TXNL4A TYMS TYR TYRP1 UBA5 UBE2A UBE2T UBE3A UBE3B UBE4B UBR1 UBR7 UFC1 UFD1 UGDH UGP2 UMPS UNC80 UQCC2 UROD UROS USB1 USP9X VAC14 VAMP1 VARS1 VDR VPS13B VPS33A VPS35L VPS37D VPS51 VPS53 WAC WARS1 WAS WASF1 WASHC5 WDPCP WDR19 WDR35 WDR37 WDR4 WDR62 WDR73 WIPF1 WNT10A WNT5A WNT7A WNT9B WRAP53 WT1 WWOX XPA XPC XPNPEP2 XRCC2 XRCC4 XYLT1 YARS1 YARS2 YWHAE YWHAG YY1 ZBTB18 ZBTB20 ZBTB24 ZC4H2 ZEB2 ZFHX4 ZIC1 ZIC2 ZMIZ1 ZMPSTE24 ZMYM2 ZMYND11 ZNF148 ZNF292 ZNF407 ZNF462 ZNF469 ZNF526 ZNF699 ZNHIT3 ZPR1 ZSWIM6 HP_ABNORMAL_FACIAL_EXPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_FACIAL_EXPRESSION ACTA1 ADH1C ALDH7A1 ASXL3 ATP13A2 ATP1A2 ATP1A3 ATP6AP2 ATP6V1A ATP7A ATXN2 ATXN8OS BCL11B CACNA1A CC2D1A CCDC174 CERT1 CLTC CNTNAP1 COL25A1 CP CREBBP DCTN1 DDHD2 DLK1 DMXL2 DNA2 DNAJC13 DNAJC6 DNM2 DNMT3B DPM2 DUX4 DUX4L1 EBF3 EIF2AK2 EIF4G1 EP300 ERGIC1 FA2H FBXO7 FKRP FKTN FMR1 FRG1 FTL GABRA1 GABRG2 GATAD2B GBA1 GFM2 GIGYF2 GIPC1 GLE1 GLI3 GLUD2 GMPPB GOSR2 HACD1 HLA-DQB1 HOXB1 HPSE2 HSPG2 IRF6 ITGA7 ITPR1 JAM2 KCNH1 KCNJ6 KCNK9 KCNQ2 KCNQ3 KDM6A KLHL41 KMT2D KNSTRN LAMA2 LARGE1 LRIG2 LRP12 LRRK2 MAP3K20 MAPT MECP2 MEG3 MRE11 MSTO1 MSX1 MT-TT MTMR14 MYH2 MYH3 MYH7 MYL1 MYL2 MYMX NEB NECTIN1 NOTCH2NLC NR4A2 OGDHL PABPN1 PANK2 PAX6 PCDH19 PDE2A PDGFB PDGFRB PIEZO2 PIK3CD PLA2G6 PLAA PLPBP PLXND1 PMP22 PNKD PNPT1 PODXL POLG POLG2 POMT1 POMT2 PRDX3 PRNP PRRT2 PTRH2 PURA PYROXD1 REV3L RILPL1 RIPK4 RRM2B RTL1 RYR1 SCN1A SCN1B SCN2A SCN9A SCYL2 SELENON SGCB SLC16A2 SLC18A2 SLC20A2 SLC25A4 SLC30A10 SLC39A14 SLC52A3 SLC6A3 SLC6A8 SLC6A9 SLC9A7 SMCHD1 SNCA SNCAIP SPR SPTBN4 STAC3 SYNJ1 TAFAZZIN TANGO2 TBP TECPR2 TH TK2 TNNT1 TNPO2 TP63 TPM2 TPM3 TRIM32 TTR TWNK TXNL4A UBA1 UBA5 UBE3A UFC1 VAMP1 VPS35 VPS41 HP_ABNORMAL_FACIAL_SHAPE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_FACIAL_SHAPE AARS1 AASS ABCA5 ABCC9 ACADS ACE ACER3 ACTA1 ACTB ACTG1 ACTG2 ADAMTS3 ADAMTSL1 ADAMTSL2 ADARB1 ADAT3 ADGRG1 ADGRG6 ADNP ADSL AEBP1 AFF4 AGA AGO1 AGPAT2 AGRN AGT AGTR1 AHCY AHDC1 AHI1 AIFM1 AIMP1 AIP AKT1 AKT2 ALDH18A1 ALG1 ALG11 ALG12 ALG13 ALG14 ALG2 ALG6 ALG8 ALG9 ALKBH8 ALMS1 AMER1 AMMECR1 ANGPT2 ANKRD11 ANKRD17 ANOS1 ANTXR2 AP1S2 AP2M1 AP3B1 AP4B1 AP4E1 AP4M1 AP4S1 APC APC2 ARID1A ARID1B ARID2 ARL13B ARL3 ARMC5 ARMC9 ARSB ARSK ARVCF ARX ASAH1 ASPH ASXL1 ASXL2 ATAD3A ATG7 ATP10A ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 ATP7A ATR ATRIP ATRX AUTS2 AXIN2 B3GALT6 B3GAT3 B3GLCT B4GALT1 B4GALT7 B9D1 B9D2 BAP1 BAZ1B BCAP31 BCAS3 BCL7B BCOR BCORL1 BCR BIN1 BLM BMP1 BMP4 BMPR1A BPNT2 BPTF BRAF BRAT1 BRCA1 BRCA2 BRCC3 BRF1 BRIP1 BRPF1 BRWD3 BSCL2 BSND BUB1 BUB1B BUB3 BUD23 C12orf4 C12orf57 C2CD3 CA2 CACNA1C CACNA2D2 CAMK2G CAMTA1 CANT1 CARS1 CASK CAV1 CAVIN1 CBL CBY1 CC2D2A CCBE1 CCDC115 CCDC174 CCDC47 CCDC8 CD28 CDC42 CDC42BPB CDC6 CDCA7 CDH1 CDH11 CDH23 CDK10 CDK13 CDK8 CDKN1C CENPE CENPJ CENPT CEP104 CEP120 CEP152 CEP290 CEP41 CEP55 CEP57 CEP85L CFL2 CHAMP1 CHAT CHD2 CHD4 CHD7 CHN1 CHRNA1 CHRNA7 CHRNB1 CHRND CHRNE CHRNG CHST14 CHST3 CHSY1 CIITA CLCF1 CLCN3 CLCN4 CLCNKA CLCNKB CLIC2 CLIP2 CLTCL1 CNOT1 CNP CNTN1 CNTNAP2 COG1 COG2 COG4 COG7 COL11A1 COL11A2 COL13A1 COL18A1 COL1A1 COL1A2 COL25A1 COL2A1 COL3A1 COL6A1 COL6A2 COL6A3 COL9A1 COL9A2 COL9A3 COLQ COMT COQ4 COX7B CPE CPLANE1 CPLX1 CPSF3 CREBBP CRKL CRLF1 CRTAP CSGALNACT1 CSPP1 CTBP1 CTCF CTDP1 CTLA4 CTNNB1 CTNND1 CTNND2 CTSA CUL4B CUL7 CUX1 CWC27 DACT1 DCAF17 DCHS1 DCPS DDR2 DDX11 DDX3X DDX59 DEAF1 DENND5A DHX30 DHX37 DIS3L2 DLK1 DLL1 DNA2 DNAJC19 DNAJC30 DNM1 DNMT3A DNMT3B DOCK3 DPF2 DPH1 DPH2 DPM2 DSTYK DVL1 DYM DYRK1A EBF3 EBP ECEL1 EDA EDARADD EDN1 EDNRA EED EFEMP2 EFNB1 EHMT1 EIF2S3 EIF4H ELMO2 ELN ELOVL4 EMC1 EMC10 EP300 EPG5 ERCC1 ERCC2 ERCC3 ERCC4 ERCC6 ERCC8 ERF ERMARD ETFA ETFB ETFDH EXOC2 EXOC8 EXOSC9 EXT2 EXTL3 EYA1 EZH2 FAM149B1 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAR1 FARSA FAT4 FBLN5 FBN1 FBXL4 FBXO11 FBXO31 FGD1 FGF10 FGF20 FGF3 FGF9 FGFR1 FGFR2 FGFR3 FGFRL1 FHL1 FIBP FIG4 FKBP10 FKBP6 FLCN FLI1 FLII FLNA FLNB FLT4 FMR1 FN1 FOCAD FOS FOXE1 FRA10AC1 FRAS1 FTO FUCA1 G6PC1 GAD1 GALNS GALNT2 GATA1 GBA1 GDF3 GDF5 GDF6 GFPT1 GFRA1 GHR GINS1 GIPC3 GJA1 GJA5 GJA8 GJB2 GJB6 GJC2 GLA GLB1 GMPPA GNAI3 GNAS GNE GNPTAB GNPTG GNS GP1BB GPC3 GPC4 GPC6 GPR101 GRB10 GRHL3 GRIN1 GRIN2A GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GUSB H19 H4C5 HACD1 HCCS HDAC4 HDAC8 HECTD4 HELLS HEPHL1 HERC1 HESX1 HEXB HGSNAT HIBCH HIRA HMGA2 HNRNPH1 HNRNPK HOXD13 HPGD HPSE2 HRAS HS2ST1 HS6ST2 HSD17B10 HSPG2 HUWE1 HYLS1 HYOU1 IARS1 IDS IDUA IFITM5 IFT57 IFT74 IGF1 IGF1R IGF2 INPP5E INSR IQSEC2 IRF6 ITCH ITGA3 ITGA7 ITGA8 JAG1 JAK3 JARID2 JMJD1C KANSL1 KAT5 KAT6A KAT6B KATNB1 KATNIP KBTBD13 KCNA1 KCNC3 KCNH1 KCNJ1 KCNJ2 KCNJ5 KCNJ8 KCNK9 KCNN3 KCNQ1 KCNQ1OT1 KDM4B KDM5B KDM6B KIAA0586 KIAA0753 KIF15 KIF22 KIF4A KIF7 KLF13 KLHL15 KLHL41 KMT2A KMT2B KMT2C KMT2D KMT2E KNSTRN KRAS L1CAM LAMB2 LAMTOR2 LARP7 LAS1L LEMD2 LEMD3 LETM1 LHX3 LHX4 LIFR LIG4 LIMK1 LMBRD1 LMNA LMOD3 LMX1B LONP1 LRP4 LRP6 LRPPRC LTBP1 LTBP3 LYSET LZTR1 MACF1 MAD2L2 MAF MAFB MAGEL2 MAN1B1 MAN2B1 MAN2C1 MANBA MAP2K1 MAP2K2 MAP3K20 MAP3K7 MAPK1 MAPK8IP3 MAPRE2 MATN3 MBD5 MCOLN1 MCTP2 MED12 MED12L MED13L MEG3 MEIS2 MEN1 MEOX1 METTL27 MGAT2 MGP MICU1 MID1 MID2 MIR17HG MKS1 MLXIPL MMACHC MMP14 MMP2 MN1 MOCS1 MOCS2 MOGS MORC2 MPDZ MPL MPLKIP MRAS MRPL12 MRPS28 MRPS34 MSTO1 MSX1 MTM1 MTOR MTRFR MTX2 MVK MYCN MYH3 MYH8 MYL2 MYO9A MYOD1 MYPN MYSM1 NAA10 NAGA NAGLU NALCN NANS NBAS NCF1 NDE1 NDN NDUFB11 NEB NECTIN1 NEDD4L NEU1 NEXMIF NF1 NFIA NFIB NFIX NGLY1 NHEJ1 NHS NIPA1 NIPA2 NKAP NKX2-1 NKX2-5 NKX2-6 NMNAT1 NOG NONO NOTCH2 NOTCH3 NPHP1 NPHP3 NR2F1 NR3C1 NRAS NRCAM NSD1 NSD2 NSDHL NSUN2 NTRK2 NUP107 NUP85 OBSL1 OCA2 OCRL OFD1 OPHN1 ORC6 OSTM1 OTUD5 OTUD6B P3H1 P4HTM PACS1 PACS2 PAH PAICS PAK1 PAK3 PALB2 PAM16 PAPPA2 PAX1 PAX2 PAX3 PAX7 PAX8 PAX9 PBX1 PCDHGC4 PCGF2 PCNT PCYT1A PDE11A PDE4D PDE6D PDHA1 PDHB PEPD PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PGAP2 PGAP3 PGM3 PHF21A PHF6 PHF8 PHGDH PHIP PIBF1 PIEZO1 PIEZO2 PIGA PIGB PIGF PIGG PIGK PIGL PIGN PIGO PIGQ PIGS PIGU PIGV PIGW PIGY PIK3C2A PIK3CA PIK3CD PIK3R1 PITX2 PKD2 PKHD1 PLAA PLAG1 PLCB4 PLK4 PLOD2 PLOD3 PLXND1 PMM2 POC1A POGZ POLA1 POLD1 POLR1B POLR1C POLR1D POLR3A POR PORCN POU1F1 POU4F1 PPARG PPP1R12A PPP1R15B PPP1R21 PPP2R1A PPP2R3C PPP2R5D PPP3CA PQBP1 PRDX1 PRKACA PRKACB PRKAR1A PRKAR1B PRKG2 PRMT7 PROP1 PRPS1 PSMD12 PSPH PTCH1 PTEN PTF1A PTPN11 PTRH2 PUF60 PUM1 PURA PUS3 PUS7 PYCR1 PYCR2 PYROXD1 RAB33B RAB39B RAB5IF RAC1 RAD21 RAD50 RAD51 RAD51C RAF1 RAI1 RAPSN RASA2 RBBP8 RBL2 RBMX RDH11 RECQL RECQL4 RELN REN RERE RFC2 RFWD3 RFX5 RFX7 RFXANK RFXAP RHOA RIC1 RIN2 RIT1 RLIM RMRP RNASET2 RNF113A RNF13 RNF135 RNF168 RNU4ATAC ROR2 RPGRIP1L RPL10 RPS17 RPS29 RPS6KA3 RRAS RRAS2 RREB1 RTL1 RTTN RUNX2 RUSC2 RYR1 RYR3 SALL1 SALL4 SATB2 SCN1A SCN3A SCN4A SCUBE3 SEC24C SEC24D SEC31A SELENON SEMA3E SEMA5A SEPSECS SEPTIN9 SERPINH1 SET SETBP1 SETD1B SETD2 SF3B2 SGCG SGSH SH2B1 SH3BP2 SH3PXD2B SIM1 SIN3A SIN3B SIX1 SIX5 SKIC2 SKIC3 SLC10A7 SLC12A6 SLC16A2 SLC17A5 SLC18A3 SLC1A4 SLC25A1 SLC25A12 SLC25A24 SLC26A2 SLC26A4 SLC2A1 SLC2A10 SLC2A2 SLC35A2 SLC35B2 SLC35C1 SLC37A4 SLC39A8 SLC45A1 SLC5A7 SLC6A1 SLC6A8 SLC9A6 SLC9A7 SLCO2A1 SLF2 SLX4 SMAD2 SMAD3 SMARCA2 SMARCA4 SMARCAL1 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMC5 SMO SMS SNAP25 SNAP29 SNRPN SNX14 SON SOS1 SOS2 SOST SOX11 SOX18 SOX4 SOX5 SOX6 SOX9 SP7 SPECC1L SPEG SPEN SPOP SPRED1 SPRED2 SPRTN SPTBN1 SRCAP SRD5A3 SSR4 STAG1 STAG2 STAT3 STEEP1 STRADA STT3A STUB1 STX16 STX1A STXBP1 SUFU SUMF1 SUMO1 SUZ12 SVBP SYNE1 SYNGAP1 SYT2 TAB2 TAF1 TAFAZZIN TALDO1 TAOK1 TAPT1 TARS1 TBC1D24 TBC1D2B TBC1D7 TBCK TBL1XR1 TBL2 TBR1 TBX1 TBX2 TBX22 TCF20 TCF4 TCOF1 TCTN1 TCTN2 TCTN3 TDP2 TECPR2 TELO2 TET3 TFE3 TGFA TGFB1 TGFB3 THOC6 THPO THSD1 TLK2 TMCO1 TMEM138 TMEM147 TMEM216 TMEM218 TMEM231 TMEM237 TMEM260 TMEM270 TMEM53 TMEM67 TMEM70 TMEM94 TNFRSF1B TNNI2 TNNT1 TNNT3 TNPO2 TNRC6B TOGARAM1 TONSL TOPORS TOR1A TP53 TP53RK TP63 TPM2 TPM3 TPRKB TRAIP TRAPPC9 TRIM37 TRIO TRIP11 TRIP13 TRMT10A TRMT5 TRPM3 TRPS1 TRRAP TSEN15 TSEN2 TSEN34 TSEN54 TSHR TSPAN7 TSPEAR TTC26 TTC5 TTI2 TTN TUBB TUBB4A TUBG1 TUBGCP4 TWIST1 UBA1 UBB UBE2A UBE2T UBE3A UBE3B UFD1 UNC80 UPF3B USP48 USP7 USP8 USP9X VAMP1 VPS11 VPS33A VPS37D WAC WARS2 WDR26 WDR81 WNT10A WNT10B WNT5A WNT7A WRN XRCC2 XRCC4 XYLT1 YY1 ZBTB18 ZBTB24 ZDHHC9 ZEB2 ZFHX4 ZIC1 ZIC2 ZMPSTE24 ZMYM2 ZNF148 ZNF423 ZNF699 ZNF711 ZSWIM6 HP_ABNORMAL_FACIAL_SKELETON_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_FACIAL_SKELETON_MORPHOLOGY AARS1 ABAT ABCD1 ABCD4 ABL1 ACAN ACP5 ACSL4 ACTA1 ACTA2 ACTB ACTG1 ACTG2 ADA ADA2 ADAMTS10 ADAMTS2 ADAMTS3 ADAMTSL1 ADAMTSL2 ADAMTSL4 ADAT3 ADGRG1 ADGRG6 AEBP1 AFF3 AFF4 AGA AGL AGPAT2 AGRN AHDC1 AIFM1 AIMP2 AIP AKT1 ALDH1A2 ALG1 ALG11 ALG12 ALG13 ALG14 ALG9 ALMS1 ALX1 ALX3 ALX4 AMER1 AMMECR1 ANAPC7 ANK1 ANKH ANKLE2 ANKRD11 ANKRD55 ANO5 ANTXR1 AP1S2 AP2M1 AP3D1 AP4M1 APC APC2 ARCN1 ARHGAP29 ARHGEF38 ARID1B ARID2 ARL6IP6 ARNT2 ARSL ARVCF ARX ASNS ASPH ASXL1 ASXL2 ASXL3 ATAD3A ATG7 ATM ATP10A ATP6AP2 ATP6V0A1 ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 ATP7A ATPAF2 ATR ATRIP ATRX AUTS2 B3GALT6 B3GAT3 B3GLCT B4GALT7 B9D1 B9D2 BANF1 BAZ1B BBS7 BCAP31 BCL11A BCL11B BCL7B BCR BDNF BGN BICD2 BICRA BIN1 BLM BLNK BLTP1 BMP2 BMP4 BMPER BNC2 BPNT2 BPTF BRAF BRAT1 BRCA1 BRCA2 BRCC3 BRD4 BRF1 BRIP1 BSCL2 BTK BUB1 BUB1B BUB3 BUD23 C12orf57 C1R C1S C2CD3 C4B CA2 CACNA1C CACNA1G CAMTA1 CANT1 CARS1 CASK CAV1 CAVIN1 CBFB CBL CC2D2A CCBE1 CCDC103 CCDC22 CCDC32 CCDC39 CCDC40 CCDC65 CCDC88A CCNK CCNO CD19 CD247 CD79A CD79B CD96 CDC42BPB CDC45 CDC6 CDC73 CDCA7 CDH1 CDH11 CDK5 CDKN1C CDT1 CEACAM3 CEACAM6 CENPE CENPF CENPJ CEP120 CEP135 CEP152 CEP290 CEP55 CEP57 CFAP221 CFAP298 CFAP300 CFAP45 CFAP52 CFAP74 CFI CFL2 CFTR CHAT CHD5 CHD7 CHD8 CHN1 CHRNA1 CHRND CHRNE CHRNG CHST14 CHST3 CHSY1 CHUK CIITA CILK1 CLCA4 CLCF1 CLCN3 CLCN4 CLCN7 CLIC2 CLIP2 CLPB CLTCL1 CNOT1 CNOT2 CNOT3 CNTN1 CNTNAP1 COASY COBLL1 COG1 COG4 COG5 COG6 COG7 COG8 COL11A1 COL11A2 COL12A1 COL13A1 COL1A1 COL1A2 COL25A1 COL2A1 COL3A1 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 COL9A1 COL9A2 COL9A3 COLEC11 COLQ COMT COX7B CPE CPLANE1 CPLX1 CR2 CREB3L1 CREBBP CRIPT CRKL CRLF1 CRPPA CRTAP CSF1R CSGALNACT1 CSNK2A1 CSNK2B CSPP1 CTBP1 CTC1 CTDP1 CTLA4 CTNND2 CTSK CTU2 CUL4B CUL7 CWC27 CXCR4 CYBA CYBB CYBC1 D2HGDH DCHS1 DCTN4 DDB1 DDB2 DDR2 DDX3X DEAF1 DGCR2 DGCR6 DGCR8 DHCR24 DHCR7 DHODH DHX30 DICER1 DIS3L2 DKC1 DLG1 DLG3 DLK1 DLX4 DNA2 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH7 DNAH9 DNAI1 DNAI2 DNAJB13 DNAJC21 DNAJC30 DNAL1 DNMT3A DNMT3B DOCK3 DOCK6 DOCK8 DOK7 DONSON DPAGT1 DPH1 DPH2 DPH5 DPM1 DPM2 DPYD DPYSL5 DRC1 DSE DSTYK DVL1 DVL3 DYM DYNC2H1 DYNC2I1 DYNC2I2 DYRK1A DZIP1L EBP ECEL1 EDA EDEM3 EDN1 EDNRA EED EFEMP2 EFL1 EFTUD2 EHMT1 EIF4A3 EIF4H EIF5A ELANE ELN EMC1 EMG1 EP300 EPG5 ERBB3 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ERF ERGIC1 ERMARD ESCO2 ESS2 EXOC7 EXOSC1 EXOSC5 EXT1 EXT2 EXTL3 EYA1 EZH2 FAM111A FAM149B1 FAM20C FAM50A FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FARS2 FAT4 FBN1 FBN2 FBXL3 FBXO28 FBXO31 FBXW11 FCGR2A FCGR3A FDFT1 FGD1 FGF10 FGF3 FGFR1 FGFR2 FGFR3 FGFRL1 FHL1 FIG4 FKBP6 FKRP FKTN FLCN FLII FLNA FLNB FLVCR2 FMR1 FOCAD FOS FOXC1 FOXC2 FOXE1 FOXE3 FOXF1 FOXG1 FOXJ1 FOXP1 FOXP2 FRA10AC1 FRMPD4 FTO FUCA1 FUT8 FZD2 GABRA3 GAD1 GALNS GAS2L2 GAS8 GATA1 GATA4 GATAD2B GBA1 GCLC GDF11 GEMIN4 GFPT1 GHR GJA1 GJA5 GJA8 GLB1 GLDN GLE1 GLI2 GLI3 GMNN GNA11 GNAI3 GNAS GNB2 GNPAT GNPTAB GOLGA2 GON7 GORAB GP1BB GPC3 GPC4 GPC6 GPKOW GPR101 GRB10 GRHL3 GRIA3 GRIA4 GRIP1 GSC GSTM3 GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 H3-3A H3-3B H4C3 H4C5 H4C9 HACD1 HBA1 HBA2 HBB HCCS HDAC4 HDAC6 HDAC8 HEATR3 HECTD4 HELLS HERC1 HERC2 HEY2 HFE HIRA HLA-DPA1 HLA-DPB1 HMGA2 HMOX1 HMX1 HNF1B HNRNPH1 HNRNPH2 HNRNPK HNRNPR HNRNPU HOXB1 HPDL HRAS HS2ST1 HS6ST2 HSD17B4 HSPG2 HUWE1 HYDIN HYLS1 HYMAI HYOU1 IARS2 IBA57 ICOS IDH1 IDS IDUA IFIH1 IFT140 IFT43 IFT80 IGBP1 IGF1 IGF1R IGF2 IGFALS IGHG2 IGHM IGKC IGLL1 IGSF3 IKBKB IKBKG IL11RA IL17RA IL1RAPL1 IL21R IL2RA IL2RB IL2RG IL6ST INPPL1 INSR INTS1 INTU IPO8 IQSEC2 IRF2BP2 IRF6 IRF8 IRX5 ITGA7 ITGA8 IVNS1ABP JARID2 JMJD1C KAT5 KAT6A KAT6B KATNB1 KBTBD13 KCNC2 KCNE5 KCNH1 KCNJ2 KCNJ5 KCNJ6 KCNK4 KCNK9 KCNMA1 KCNN3 KCNN4 KCTD1 KDM4B KDM5C KDM6A KDM6B KIAA0586 KIAA0753 KIDINS220 KIF11 KIF14 KIF15 KIF1A KIF21A KIF22 KIF26A KIF7 KIFBP KL KLHL41 KMT2A KMT2B KMT2D KNL1 KPTN KRAS LAGE3 LAMA2 LAMB2 LARGE1 LARP7 LAS1L LBR LEMD2 LEMD3 LETM1 LGI4 LIFR LIG4 LIMK1 LMBRD2 LMNA LMOD3 LOX LRBA LRP2 LRP4 LRP5 LRPPRC LRRC32 LRRC56 LRRC8A LTBP3 LTBP4 LZTR1 MAD1L1 MAD2L2 MADD MAF MAFB MAGEL2 MAGT1 MAMLD1 MAN1B1 MAN2B1 MAN2C1 MAP2K1 MAP2K2 MAP3K20 MAP3K7 MAPK1 MAPK8IP3 MAPKAPK5 MAPRE2 MARS1 MAT2A MBD5 MCIDAS MCM5 MCTP2 MDM4 MECP2 MED12 MED13L MED25 MEG3 MEGF8 MEN1 MESD METTL27 MFAP5 MGAT2 MGP MIA3 MID1 MIF MINPP1 MIPEP MITF MKS1 MLXIPL MMP2 MOGS MPDU1 MPLKIP MRAS MRPS22 MSL3 MSTO1 MSX1 MTHFR MTM1 MTX2 MUSK MYBPC1 MYCN MYH11 MYH3 MYH7 MYH8 MYL11 MYL2 MYLK MYMK MYMX MYO18B MYO9A MYOD1 MYPN NAA10 NALCN NARS1 NBAS NBN NCAPG2 NCF1 NCF2 NCF4 NDE1 NDP NDST1 NDUFB11 NEB NECTIN1 NEDD4L NEK1 NEK10 NEK9 NELFA NEPRO NEXMIF NF1 NFASC NFIX NFKB1 NFKB2 NFKBIA NGF NHP2 NHS NIPBL NME5 NME8 NONO NOP10 NOTCH2 NOTCH3 NPM1 NPR3 NR2F1 NRAS NRCAM NSD1 NSD2 NSDHL NSMCE2 NSRP1 NSUN2 NTRK1 NUDT2 NUP107 NUP133 NUP188 NUP85 NUP88 NXN OBSL1 OCA2 OCLN OCRL ODAD1 ODAD2 ODAD3 ODAD4 ODC1 OFD1 OPHN1 ORC1 ORC4 ORC6 OSGEP OSTM1 OTUD5 OTUD6B OTX2 P4HB P4HTM PAH PAK2 PALB2 PARN PAX1 PAX3 PAX6 PAX7 PCDHGC4 PCGF2 PCNT PDE11A PDE4D PDE6D PDGFRA PDGFRB PDZD8 PEPD PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PGAP2 PGAP3 PGM1 PGM3 PHF21A PHGDH PHIP PI4KA PIEZO1 PIEZO2 PIGA PIGB PIGF PIGG PIGL PIGN PIGO PIGQ PIGT PIGU PIGV PIGW PIGY PIK3C2A PIK3CA PIK3CD PIK3R1 PITX2 PKDCC PKHD1 PLA2G6 PLAA PLAG1 PLAGL1 PLCB4 PLEKHM1 PLK4 PLOD3 PLVAP PLXND1 PMM2 PNKD PNP POC1A POGZ POLA1 POLD1 POLE POLR1A POLR1B POLR1C POLR1D POLR3A POMGNT1 POMT1 POMT2 POR POU1F1 PPARG PPP1R12A PPP1R15B PPP3CA PQBP1 PRDM13 PREPL PRIM1 PRKACA PRKACB PRKAR1A PRKCD PRKG1 PRKG2 PRMT7 PRORP PRR12 PRRT2 PRRX1 PRTN3 PRUNE1 PSAT1 PSMB4 PSMB8 PSMB9 PSMC1 PSMC3 PSMD12 PSPH PTCH1 PTCH2 PTDSS1 PTEN PTH1R PTPN11 PTPN2 PTPN22 PUF60 PURA PUS1 PUS7 PYCR1 PYCR2 PYROXD1 RAB18 RAB23 RAB33B RAB3GAP1 RAB3GAP2 RAC2 RAC3 RAD21 RAD51 RAD51C RAF1 RAI1 RAPSN RARB RASA2 RB1 RBBP8 RBM10 RBM8A RDH11 RECQL RECQL4 RELN RERE REV3L RFC2 RFT1 RFWD3 RFX5 RFX7 RFXANK RFXAP RHOA RHOBTB2 RIC1 RIN2 RIPK4 RIT1 RLIM RMRP RNF113A RNF125 RNF168 RNU12 RNU4ATAC ROBO1 ROR2 RPGR RPGRIP1 RPGRIP1L RPL10 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS6KA3 RPS7 RRAS RRAS2 RREB1 RSPH1 RSPH3 RSPH4A RSPH9 RSPO2 RSPRY1 RSRC1 RTEL1 RTL1 RTTN RUNX2 RUSC2 RYR1 RYR3 SALL4 SASH3 SATB2 SBDS SC5D SCARF2 SCN4A SCN9A SCNM1 SCYL2 SEC23A SEC24C SEC24D SEC31A SELENON SEMA3E SEMA5A SERPINA1 SERPINH1 SETBP1 SETD2 SETD5 SF3B2 SF3B4 SFRP4 SH2B1 SH3BP2 SH3KBP1 SH3PXD2B SHANK3 SHH SHOX SIM1 SIN3A SIX1 SIX2 SIX3 SIX5 SKI SLC10A7 SLC11A1 SLC12A2 SLC12A6 SLC18A3 SLC25A1 SLC25A19 SLC25A24 SLC26A2 SLC26A9 SLC29A3 SLC2A10 SLC35A2 SLC35A3 SLC35B2 SLC35C1 SLC35D1 SLC37A4 SLC39A14 SLC39A7 SLC3A1 SLC5A7 SLC6A14 SLC6A17 SLC6A8 SLC6A9 SLC9A3 SLC9A6 SLX4 SMAD2 SMAD3 SMAD4 SMC1A SMC3 SMC5 SMCHD1 SMG8 SMO SMOC1 SMPD4 SMS SNAP25 SNIP1 SNRPB SNRPN SOBP SON SOS1 SOS2 SOST SOX18 SOX5 SOX6 SOX9 SP7 SPAG1 SPATA5 SPATA5L1 SPECC1L SPEF2 SPEG SPEN SPI1 SPOP SPRED1 SPRED2 SPRTN SRCAP SRP54 SRPX2 SRY SSR4 STAC3 STAG1 STAG2 STAMBP STAT4 STEEP1 STK36 STK4 STRA6 STT3A STX1A STXBP2 SUFU SUPT16H SUZ12 SVIL SYT2 TAB2 TAF1 TAFAZZIN TAP1 TAP2 TAPBP TAPT1 TARS1 TASP1 TAT TBC1D20 TBC1D2B TBC1D7 TBCD TBCE TBCK TBL1XR1 TBL2 TBX1 TBX15 TBX22 TBX4 TBXAS1 TCF3 TCIRG1 TCOF1 TCTN1 TCTN2 TCTN3 TELO2 TENT5A TERC TERT TFAP2A TFAP2B TFE3 TGDS TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 THOC6 THSD4 THUMPD1 TINF2 TMCO1 TMEM107 TMEM165 TMEM216 TMEM231 TMEM237 TMEM270 TMEM67 TMEM70 TNFRSF11A TNFRSF13B TNFRSF13C TNFRSF9 TNFSF11 TNNI2 TNNT3 TNPO2 TNRC6B TOE1 TONSL TOPORS TOR1A TP53RK TP63 TPM2 TPM3 TPRKB TRAIP TRIM37 TRIO TRIP11 TRIP13 TRIP4 TRMT1 TRMT10A TRPM3 TRPS1 TRRAP TSEN54 TSR2 TTC12 TTN TUBA1A TUBB TUBB3 TUBGCP2 TWIST1 TWIST2 TXNDC15 TXNL4A TYMS UBA1 UBA2 UBB UBE2A UBE2T UBE3A UBE3B UFD1 UNC119 UNC80 UPF3B USB1 VAC14 VAMP1 VANGL2 VARS1 VPS13A VPS13B VPS33B VPS35L VPS37D VPS53 WAS WASHC5 WBP11 WDR11 WDR26 WDR35 WDR4 WDR62 WDR73 WIPF1 WLS WNT3 WNT5A WNT7A WRAP53 WT1 XPA XPC XRCC2 XRCC4 YARS1 YARS2 YRDC YY1 ZBTB11 ZBTB18 ZBTB20 ZBTB24 ZC4H2 ZDHHC9 ZEB2 ZMIZ1 ZMPSTE24 ZMYND10 ZNF292 ZNF335 ZNF341 ZNF668 ZNF699 ZNHIT3 HP_ABNORMAL_FALLOPIAN_TUBE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_FALLOPIAN_TUBE_MORPHOLOGY AR BARD1 BRCA1 BRCA2 BRIP1 CHEK2 COX7B DCAF17 DHH FANCB HCCS HYLS1 KIF7 MRE11 NBN NDUFB11 PALB2 PLG PTEN RAD50 RAD51 RAD51C RAD51D TP53 WNT3 WNT4 WT1 HP_ABNORMAL_FEAR_ANXIETY_RELATED_BEHAVIOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_FEAR_ANXIETY_RELATED_BEHAVIOR ABCC9 ACSL4 ADCY5 ADGRV1 ADNP AGO1 AIP ALAD ALDH4A1 ALDH5A1 ALG14 ANG ANXA11 AP1G1 APC2 AR ARID2 ARSG ARVCF ASH1L ATP1A3 ATRX ATXN2 BAZ1B BCL11B BCL7B BMPR1A BPTF BRAF BRD4 BUD23 CABP4 CACNA1A CACNA1H CASR CCND1 CCNF CDC42BPB CDH2 CDH23 CDKL5 CDKN2A CDON CEACAM3 CEACAM6 CEP78 CFAP410 CFTR CHCHD10 CHD7 CHD8 CHMP2B CHRNA2 CHRNA4 CHRNB2 CIB2 CIC CIZ1 CLCA4 CLCN3 CLCN4 CLIP2 CLN3 CLN5 CLRN1 CLTRN COL7A1 COMT COQ2 CPOX CREBBP CRH CTNNB1 DAO DCTN1 DCTN4 DDB1 DEAF1 DENND5A DEPDC5 DISP1 DLAT DLL1 DLST DNAJC30 DNAJC6 DNMT3A DPH1 DPH2 DRD2 DUSP6 DYRK1A EDNRA EHMT1 EIF2AK1 EIF4H ELN EMC10 EP300 EPAS1 EPCAM EPHA4 ERBB4 ESPN FA2H FAN1 FGF17 FGF8 FGFR1 FH FIG4 FKBP6 FLII FLT4 FMO3 FMR1 FOXH1 FOXP1 FRMD5 FTSJ1 FUS GABBR2 GABRA1 GABRB3 GABRD GABRG2 GALT GAS1 GCH1 GCLC GLA GLE1 GLI2 GLT8D1 GM2A GNA11 GNAS GNB1 GNRH1 GNRHR GP1BB GPR101 GRIK2 GRIN2A GRN GSTM3 GTF2I GTF2IRD1 GTF2IRD2 H1-4 HARS1 HCN1 HDAC8 HECTD4 HEXB HFE HIRA HIVEP2 HLA-DQA1 HLA-DQB1 HMBS HMOX1 HNRNPA1 HNRNPH2 HS6ST1 HSPG2 HTR2A HTRA1 HTRA2 HTT IFNG IGF1R IMPDH2 IQSEC2 JMJD1C JPH3 JRK KANSL1 KCNN2 KCNN4 KCNT1 KCTD17 KIF1B KISS1 KISS1R KMT2A KMT2B KMT2E KPTN KRAS LARP7 LGI3 LIMK1 LRRK2 MAMLD1 MAN2B1 MAPK1 MAPT MATR3 MAX MBD5 MDH2 MECP2 MED12L MEN1 METTL27 MIF MIR17HG MLH1 MLH3 MLXIPL MMP1 MSH2 MSH6 MSTO1 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW MYO7A NAGS NCF1 NDP NEFH NEK1 NEXMIF NF1 NFASC NFIB NFIX NHLH2 NIPBL NKX2-1 NODAL NONO NOTCH3 NR3C1 NR4A2 NSD1 NSD2 NSMF NTNG1 OCRL OPTN PAH PAK3 PARK7 PCDH15 PCDH19 PDE10A PDE11A PDGFB PDGFRB PDZD7 PFN1 PHF21A PHIP PIK3CA PINK1 PLCH1 PMS1 PMS2 PODXL POGZ POLG POLG2 PON1 PON2 PON3 PPARGC1A PPM1D PPOX PPP1CB PPP2R2B PQBP1 PRKAR1A PRKAR1B PRKN PRNP PROK2 PROKR2 PRPH PRR12 PSEN1 PSMD12 PTCH1 PURA RAD21 RAI1 RET RFC2 RFX7 RIMS2 RLIM RNF125 RPS20 RREB1 RRM2B SATB2 SCN1A SCN1B SCN2A SCN9A SDHA SDHAF2 SDHB SDHC SDHD SEC24C SEMA4A SERPINA1 SETBP1 SETD1A SETD1B SETD2 SETD5 SGCE SHH SHQ1 SIN3A SIX3 SLC11A1 SLC25A11 SLC25A4 SLC26A9 SLC2A1 SLC2A3 SLC35C1 SLC45A1 SLC6A14 SLC6A19 SLC6A4 SLC7A6OS SLC9A3 SLITRK2 SMC1A SMC3 SMC5 SNCA SNRPN SOD1 SOX5 SPART SPECC1L SPRY4 SPTBN1 SQSTM1 SRCAP SRPX2 STAG2 STEEP1 STIL STUB1 STX16 STX1A STX1B SYNJ1 TAC3 TACR3 TAF1 TAF15 TANC2 TARDBP TBK1 TBL2 TBX1 TCF12 TCF20 TDGF1 TERT TET3 TGFB1 TGFBR2 TGIF1 THOC2 TLK2 TLR7 TMCO1 TMEM106B TMEM127 TMEM147 TMEM270 TOR1A TP53 TRANK1 TREM2 TREX1 TRIP12 TSC1 TSC2 TTC19 TTR TWNK UBQLN2 UCHL1 UFD1 UNC13A UQCRC1 USH1C USH1G USH2A USP48 USP8 VAPB VCP VHL VPS13A VPS13C VPS37D WAC WARS2 WDR11 WDR45 WFS1 WHRN XK YWHAG YY1 ZBTB20 ZIC2 ZNRF3 HP_ABNORMAL_FEMALE_MEIOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_FEMALE_MEIOSIS CDC20 PANX1 PATL2 TRIP13 TUBB8 WEE2 HP_ABNORMAL_FEMALE_REPRODUCTIVE_SYSTEM_PHYSIOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_FEMALE_REPRODUCTIVE_SYSTEM_PHYSIOLOGY AARS2 ABCD1 AGGF1 AGK AGPAT2 AIP AIRE AKT1 AKT2 ALMS1 ANAPC1 ANAPC7 ANOS1 ANTXR1 AR ARMC5 ATM ATP7B ATRX AXL B4GALNT1 BAP1 BBS9 BCOR BLM BLOC1S3 BLOC1S5 BMP15 BMP2 BMP4 BMP6 BMPR1B BNC1 BPTF BRAF BRD4 BSCL2 BTG4 C14orf39 CASP10 CAV1 CAVIN1 CCDC141 CCN2 CCR6 CDH23 CDKN1A CDKN1B CDKN1C CDKN2B CDKN2C CDON CEP164 CEP290 CHD7 CHP1 CIDEC CISD2 CLEC7A CLPP COL25A1 COQ2 CPE CTDP1 CYB5A CYP11B1 CYP17A1 CYP19A1 DCAF17 DCC DHH DHX37 DIAPH1 DIAPH2 DMRT3 DNAJC6 DNM1L DTNBP1 DUSP6 EIF2B1 EIF2B2 EIF2B3 EIF2B4 ERAL1 ERCC4 ERCC6 ERCC8 ESR1 ESR2 F10 F11 F13A1 F13B F2 F5 F7 F8 FANCM FAS FASLG FEZF1 FGA FGB FGF17 FGF8 FGFR1 FGFR3 FGG FIGLA FIP1L1 FLI1 FLRT3 FMR1 FOS FOXA2 FOXL2 FSHB FSHR FZD2 GALK1 GALT GATA3 GATA4 GDF9 GGPS1 GHR GLI2 GNAS GNRH1 GNRHR GP1BA GP1BB GP6 GP9 GPR101 GPR161 H6PD HAMP HARS2 HDAC8 HERC2 HESX1 HFE HFM1 HJV HLA-B HLA-DRB1 HMGA2 HPS4 HPS5 HS6ST1 HSD17B4 HSF2BP HTRA2 IGF2 IKZF1 IL17F IL17RA IL17RC IL17RD INVS IQCB1 IRF2BP2 IRF5 ITGA2B ITGA8 ITGB3 KISS1 KISS1R KPNA7 LARS2 LEP LEPR LHB LHX4 LIG4 LIPE LMAN1 LMNA LRRK2 MAGEL2 MAP3K1 MCFD2 MCM3AP MCM8 MCM9 MEN1 MKRN3 MOS MRPS22 MSH4 MSH5 MSTO1 MYH9 NABP1 NBEAL2 NBN NDN NDNF NF2 NHLH2 NIN NIPBL NOBOX NPAP1 NPHP1 NPHP3 NPHP4 NPM1 NR0B1 NR3C1 NR5A1 NSMF NUMA1 NUP107 OCA2 OTX2 PAPSS2 PARK7 PCSK1 PDE4D PDGFB PEX1 PEX10 PEX6 PHKA2 PHKB PHKG2 PIK3CA PINK1 PLAG1 PLAU PLIN1 PML PMM2 PODXL POF1B POLG POLG2 POLR3H POR POU1F1 PPARG PRKACG PRKAR1A PRKCD PRKN PRLR PROK2 PROKR2 PROP1 PRORP PSMB8 PSMC3IP PSMD12 PTPN11 PWAR1 PWRN1 RAD21 RARA RASGRP1 RASGRP2 RCBTB1 RIN2 RNF216 ROBO1 RTN2 SDCCAG8 SEMA3A SEMA3E SERPINE1 SETD2 SIM1 SLC25A13 SLC29A3 SLC37A4 SLFN14 SMARCB1 SMARCE1 SMC1A SMC3 SMCHD1 SMO SNCA SNORD115-1 SNORD116-1 SNRPN SOHLH1 SOST SOX10 SOX3 SOX9 SPIDR SPRY4 SRA1 SRY STAG3 STAT3 STAT5B STUB1 SUFU SYCE1 SYNJ1 TAC3 TACR3 TBL1X TBL1XR1 TERT TFR2 THOC6 TKT TP53 TP63 TPR TRAF3IP1 TRAF3IP2 TRAF7 TRIP13 TRMT10A TTI2 TWNK UBAP1 UCHL1 USP48 USP8 VAMP7 VPS13C VWF WAS WDR11 WDR19 WIPF1 WNT4 WNT7A WRN WT1 WWOX XRCC2 YARS1 ZBTB16 ZFHX4 ZFPM2 ZMPSTE24 ZSWIM7 HP_ABNORMAL_FEMORAL_HEAD_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_FEMORAL_HEAD_MORPHOLOGY ACAN ADAMTS2 ADAMTSL2 AIFM1 ATP7A B3GALT6 BRF1 CANT1 CCN6 CDC6 CHST3 COG1 COL10A1 COL11A2 COL1A1 COL1A2 COL2A1 COL9A1 COMP CREBBP CSPP1 DNAJC21 DUOX2 DUOXA2 DVL1 DVL3 DYM EFL1 EP300 EXT1 EXTL3 FN1 FZD2 GLB1 GNPTG HDAC4 HESX1 HS2ST1 HSPA9 IARS2 IDUA IFNGR1 IFT140 IHH INPP5K IYD KIAA0586 KIF22 LHX3 LHX4 MATN3 MTX2 NEK9 PCNT PEX5 PIK3C2A PLOD3 POP1 POU1F1 PRG4 PROP1 RAB33B RAB3GAP2 RAD21 RET RINT1 RNU4ATAC RSPRY1 SBDS SIL1 SKIC3 SLC26A2 SLC2A10 SLC39A13 SLC5A5 SMARCAL1 SRCAP SRP54 TBX15 TBX4 TG TINF2 TONSL TPO TRAF3IP1 TRAPPC2 TREX1 TRPS1 TRPV4 TSHB TSHR UFSP2 UNC45A WNT5A HP_ABNORMAL_FEMORAL_NECK_HEAD_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_FEMORAL_NECK_HEAD_MORPHOLOGY ABCC9 ACAN ACVR1 ADAMTS2 ADAMTSL2 AFF3 AIFM1 ARCN1 ARID1B ARSL ATP6V0A2 ATP7A ATRX B3GALT6 B4GALT7 BCR BGN BMPR1B BRF1 CANT1 CBFB CCDC47 CCN6 CDC6 CFAP410 CHD4 CHST3 COG1 COG4 COG8 COL10A1 COL11A1 COL11A2 COL1A1 COL1A2 COL27A1 COL2A1 COL9A1 COL9A2 COL9A3 COMP CREBBP CRKL CRTAP CSGALNACT1 CSPP1 CTC1 DDRGK1 DLK1 DMP1 DNAJC21 DUOX2 DUOXA2 DVL1 DVL3 DYM EED EFL1 EIF2AK3 ENPP1 EP300 ERCC6 EXOC6B EXT1 EXT2 EXTL3 EZH2 FGFR3 FKBP10 FLNA FLNB FN1 FUCA1 FZD2 GALNS GJB2 GJB6 GLB1 GLI3 GNPTAB GNPTG GTF2E2 HDAC4 HESX1 HNRNPH1 HNRNPK HNRNPR HS2ST1 HSPA9 HSPG2 IARS2 IDUA IFIH1 IFNGR1 IFT140 IHH INPP5K IYD KCNJ8 KDELR2 KIAA0586 KIF22 LBR LHX3 LHX4 LMNA LMX1B LRP5 LYSET MAN2B1 MAPK1 MATN3 MBTPS1 MEG3 MEGF8 MGAT2 MMP13 MMP9 MTX2 NANS NEK9 NFIX NGLY1 NKX3-2 NRCAM ORC1 ORC6 OTUD5 PCNT PCYT1A PDE4D PEX5 PIK3C2A PLOD3 POC1A POP1 POU1F1 PRG4 PROP1 PTH1R RAB23 RAB33B RAB3GAP2 RAD21 RBM8A RET RINT1 RMRP RNU4ATAC RPL13 RPS6KA3 RSPRY1 RTL1 RUNX2 SBDS SERPINF1 SHOX SIL1 SKIC3 SLC10A7 SLC12A2 SLC26A2 SLC2A10 SLC35A2 SLC35B2 SLC39A13 SLC5A5 SMARCAL1 SRCAP SRP54 STXBP1 TBX15 TBX4 TCIRG1 TG TGFB1 TGFB3 TINF2 TMEM53 TMEM67 TONSL TPO TRAF3IP1 TRAPPC2 TREX1 TRIP11 TRPS1 TRPV4 TSHB TSHR UBE3C UFC1 UFSP2 UNC45A WNT5A XYLT1 ZMPSTE24 HP_ABNORMAL_FEMORAL_NECK_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_FEMORAL_NECK_MORPHOLOGY ABCC9 ACVR1 ADAMTS2 ADAMTSL2 AFF3 AIFM1 ARCN1 ARID1B ATP6V0A2 ATP7A ATRX B3GALT6 B4GALT7 BCR BGN BMPR1B CANT1 CBFB CCDC47 CCN6 CFAP410 CHD4 CHST3 COG1 COG4 COG8 COL10A1 COL11A1 COL1A1 COL1A2 COL27A1 COL2A1 COL9A1 COL9A2 COL9A3 COMP CRKL CRTAP CSGALNACT1 CTC1 DDRGK1 DLK1 DMP1 DNAJC21 DVL1 DVL3 DYM EED EIF2AK3 ENPP1 ERCC6 EXOC6B EXT1 EXT2 EXTL3 EZH2 FGFR3 FKBP10 FLNA FLNB FN1 FUCA1 FZD2 GALNS GJB2 GJB6 GLB1 GLI3 GNPTAB GTF2E2 HNRNPH1 HNRNPK HNRNPR HSPG2 IDUA IFIH1 IFT140 IHH INPP5K KCNJ8 KDELR2 KIF22 LBR LMNA LMX1B LYSET MAN2B1 MAPK1 MATN3 MBTPS1 MEG3 MEGF8 MGAT2 MMP13 MMP9 MTX2 NANS NFIX NGLY1 NKX3-2 NRCAM ORC1 ORC6 OTUD5 PCNT PCYT1A PDE4D PEX5 PIK3C2A POC1A POP1 PRG4 PTH1R RAB23 RAB33B RAB3GAP2 RAD21 RBM8A RMRP RNU4ATAC RPL13 RPS6KA3 RSPRY1 RTL1 RUNX2 SBDS SERPINF1 SHOX SIL1 SLC10A7 SLC12A2 SLC26A2 SLC2A10 SLC35A2 SLC35B2 SLC39A13 SRP54 STXBP1 TBX4 TCIRG1 TGFB1 TGFB3 TMEM53 TMEM67 TONSL TRAPPC2 TRIP11 TRPV4 UBE3C UFC1 UFSP2 WNT5A XYLT1 ZMPSTE24 HP_ABNORMAL_FEMORAL_TORSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_FEMORAL_TORSION ACTB CRTAP FIBP KIFBP MADD P3H1 PI4KA SLC26A2 HP_ABNORMAL_FETAL_CARDIOVASCULAR_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_FETAL_CARDIOVASCULAR_MORPHOLOGY CACNA1C CCDC22 CRB2 DDX6 DPF2 DPYSL5 FANCB FANCF FAT4 FOXF1 GATA6 GNB2 HNRNPK HOXD13 HSPG2 LARS2 MCTP2 MDFIC MKS1 MYH7 NRAS PACS1 PAK2 PGAP2 PGAP3 PIGL PIGO PIGV PIGW PIGY POR QRICH1 RAC1 RHD RYR3 SCARF2 SLC30A9 SPECC1L STAG1 TAPT1 THSD1 TLK2 TRAF7 TWIST2 VPS35L WASHC5 WNT3 WT1 ZNF699 HP_ABNORMAL_FETAL_CENTRAL_NERVOUS_SYSTEM_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_FETAL_CENTRAL_NERVOUS_SYSTEM_MORPHOLOGY ASXL2 CDC42BPB DHPS DPYSL5 MRPS16 HP_ABNORMAL_FETAL_GASTROINTESTINAL_SYSTEM_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_FETAL_GASTROINTESTINAL_SYSTEM_MORPHOLOGY ADGRG6 EIF5A FANCB GATA1 GNB2 HSD17B4 KIF26A KMT2D LBR MDFIC NPC1 NPC2 NUP88 PIGY PTH1R RHD TRIP11 ZBTB42 ZIC3 ZNF699 HP_ABNORMAL_FETAL_GENITOURINARY_SYSTEM_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_FETAL_GENITOURINARY_SYSTEM_MORPHOLOGY B9D1 BNC2 CDC42BPB CLCN3 FGF13 FH GRIP1 KANSL1 MYL9 PI4KA PIGA TBCK ZBTB18 HP_ABNORMAL_FETAL_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_FETAL_MORPHOLOGY ABCC6 ADA ADA2 ADAMTS3 ADARB1 ADGRG6 AGGF1 AHCY ALG1 ALG8 ALG9 ALPK3 ARSL ASAH1 ASXL2 ATN1 ATP6V1B2 B9D1 BAZ1B BCL7B BMPER BNC2 BRD4 BSND BUB1 BUB1B BUB3 BUD23 CACNA1C CALCRL CARS2 CASP10 CBL CCBE1 CCDC22 CDAN1 CDC42BPB CEP57 CHD7 CHMP2B CHRNG CLCN3 CLIP2 COL11A1 COL1A1 COL1A2 COL2A1 CRB2 CRLS1 CSGALNACT1 CTSA DCLRE1C DDX6 DHCR7 DHPS DNAJC30 DOHH DPF2 DPYSL5 DYNC2H1 DYNC2I1 DYNC2I2 EBP EFNB1 EIF4H EIF5A ELN ENPP1 EPB41 EPHB4 FANCB FANCF FAS FASLG FAT4 FGF13 FGFR3 FH FIG4 FKBP6 FLNB FLT4 FOXC2 FOXF1 GATA1 GATA6 GATB GATC GBA1 GBE1 GLB1 GNB2 GPC6 GRIP1 GRN GTF2I GTF2IRD1 GTF2IRD2 GUSB GYPC HADHA HBA1 HBA2 HDAC8 HEATR3 HLCS HNRNPK HOXD13 HRAS HSD17B4 HSPG2 IFT80 IL2RG IL7R KANSL1 KIAA0586 KIF20A KIF26A KLF1 KMT2D KRAS LAMA5 LARS2 LBR LIG4 LIMK1 LRPPRC LZTR1 MAPT MCM10 MCTP2 MDFIC MECOM METTL27 MGAT2 MKS1 MLXIPL MMACHC MRAS MRPS16 MRPS22 MUSK MYH7 MYL11 MYL9 NCF1 NDUFB10 NEK1 NEK9 NEU1 NIPBL NPC1 NPC2 NR1H4 NRAS NSF NUP88 ODC1 PACS1 PAK2 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PGAP2 PGAP3 PI4KA PIEZO1 PIGA PIGL PIGN PIGO PIGV PIGW PIGY PKLR PLD1 PMM2 POR PPP3CA PRKCD PSAT1 PSEN1 PTH1R PTPN11 QRICH1 QRSL1 RAC1 RAD21 RAF1 RAG1 RAG2 RASA1 RASA2 RASGRP1 RFC2 RHD RIT1 RMRP RNU4ATAC RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RRAS RRAS2 RYR1 RYR3 SCARF2 SCN4A SCN5A SLC17A5 SLC26A2 SLC27A4 SLC30A9 SLC31A1 SLC35A2 SLC35D1 SMC1A SMC3 SOS1 SOS2 SOX18 SPECC1L SPRED2 SPTA1 SPTB SQSTM1 STAG1 STX1A TALDO1 TAPT1 TBC1D24 TBCK TBL2 TCF4 TGM1 THSD1 TLK2 TMEM106B TMEM270 TRAF7 TREM2 TRIM37 TRIP11 TRIP13 TSR2 TTC7A TWIST2 TXNDC15 UROD UROS VAC14 VCP VPS35L VPS37D WASHC5 WDR35 WNT3 WNT4 WNT7A WT1 ZBTB18 ZBTB42 ZIC3 ZNF699 HP_ABNORMAL_FETAL_PHYSIOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_FETAL_PHYSIOLOGY AARS1 ABCB4 ABCC6 ABCD4 ACTA1 ACTL6B ADCY6 ADGRG6 AFF2 AGRN ALDH7A1 ALG14 ALG8 ALG9 AP1S2 AP3B2 ARV1 ASCC1 ASCL1 ASNS ATAD3A ATP1A2 ATP1A3 ATP6V1A ATP8B1 B3GLCT BICD2 BIN1 BRD4 BUB1 CACNA1A CACNA1B CACNA2D1 CAMK2B CAMKMT CCDC174 CCDC47 CDC42BPB CDK19 CELF2 CHAT CHRNA1 CHRND CHRNE CHRNG CHUK CLPB CLTC CNKSR2 CNTN1 CNTNAP1 COL12A1 COL13A1 COL25A1 COL6A1 COL6A2 COL6A3 COX11 COX15 CPLX1 CPSF3 CRPPA CTBP1 CTCF CYFIP2 DALRD3 DEAF1 DHCR7 DHDDS DMPK DNA2 DNM1 DNM1L DNM2 DNMT3A DOCK6 DOK7 DPAGT1 DPH5 DPYSL5 EBF3 EEF1A2 EMC10 ENPP1 ERBB3 ERCC5 ERGIC1 EXOSC9 FBXO28 FGF12 FGF13 FGFR3 FGFRL1 FKBP14 FLII FOXRED1 FXR1 FZR1 GABBR2 GABRA2 GABRA5 GABRB2 GABRG2 GBA1 GBE1 GFPT1 GGPS1 GLDN GLE1 GLRB GMPPB GNB2 GOSR2 GPKOW GRIN2D H19 H4C3 HACD1 HCN1 HDAC8 HERC2 HSPG2 IGF2 IGHMBP2 IKZF1 IL1RN IL2RB IPO8 IQSEC2 ITGA7 KBTBD13 KCNA2 KCNB1 KCNQ5 KIF21A KIF5C KLHL40 KLHL41 LETM1 LGI4 LMNA LMOD3 LRPPRC MAGEL2 MAP3K20 MAP3K7 MEGF10 MKRN3 MPZ MT-ND1 MT-ND2 MT-ND3 MTM1 MTMR14 MUSK MYCN MYF6 MYH3 MYL1 MYL2 MYMK MYO9A MYOD1 MYPN NAA10 NAA20 NALCN NDN NDUFA1 NDUFA10 NDUFA11 NDUFA6 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB9 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NEB NECAP1 NEK9 NELFA NEXMIF NFASC NIPBL NPAP1 NSD1 NSD2 NTRK2 NUBPL NUP188 NUP88 NUS1 OCA2 ODC1 OSTM1 PACS2 PARS2 PAX7 PEX19 PEX2 PEX3 PGAP2 PHGDH PHOX2B PIGA PIGG PIGS PLOD1 PLPBP POLR2A PPM1B PPP3CA PREPL PRUNE1 PSAT1 PTRH2 PWAR1 PWRN1 RAD21 RAI1 RAPSN RET RIPK4 RPL11 RYR1 SCN3A SCN4A SCN8A SCYL2 SELENON SHQ1 SLC13A5 SLC16A2 SLC18A3 SLC1A2 SLC25A1 SLC25A19 SLC25A26 SLC2A1 SLC38A3 SLC3A1 SLC5A7 SLC6A9 SMC1A SMC3 SMN1 SNAP25 SNORD115-1 SNORD116-1 SNRPN SON SOX10 SPEN SYNE1 SYNGAP1 SYNJ1 SYT2 SZT2 TBCK TIMMDC1 TMCO1 TMEM126B TNNC2 TOR1A TPM2 TPM3 TRAIP TRAK1 TRIP4 TRPV4 TSFM TTC26 TUBA1A UBA1 UBA5 UNC45B UQCRFS1 USP18 USP7 VAMP1 VPS13B WDR62 WWOX YWHAG ZBTB42 ZC4H2 ZMPSTE24 HP_ABNORMAL_FETAL_PULMONARY_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_FETAL_PULMONARY_MORPHOLOGY CRLS1 MDFIC NUP88 PI4KA RHD THSD1 TTC7A WNT4 HP_ABNORMAL_FETAL_SKIN_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_FETAL_SKIN_MORPHOLOGY ADA CHD7 DCLRE1C GBA1 HLCS IL2RG IL7R LIG4 MRPS22 RAG1 RAG2 RMRP SLC27A4 TGM1 TWIST2 HP_ABNORMAL_FIFTH_TOE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_FIFTH_TOE_MORPHOLOGY ALG3 ARID1B ARL6 B9D1 B9D2 BBS1 BBS12 BBS2 BBS9 BMP4 C2CD3 CC2D2A CCDC28B CD96 CEP120 CEP290 CHSY1 CIBAR1 CKAP2L CSPP1 DDX59 DHCR7 DLEC1 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLT2B EVC EVC2 EXTL3 FRA10AC1 FREM1 GLI3 HEPHL1 HOXD13 IFT140 IFT172 IFT27 IFT74 IFT80 INPP5E IQCE KCNJ2 KCNJ5 KCNN3 KIAA0753 KIAA0825 KIF7 LBR LMBR1 LZTFL1 MAP3K20 MKKS MKS1 NEK1 NOG NPHP3 OTUD5 PDE6D PIGH PLAA PPP1R15B PRKACB RAB3GAP2 RNF6 RPGRIP1 RPGRIP1L SALL1 SC5D SCNM1 SETD5 SMARCA4 SMO SMOC1 SUFU TCTN1 TCTN2 TCTN3 TGFBR2 TMEM107 TMEM216 TMEM231 TMEM237 TMEM67 TRMT10A TTC21B TXNDC15 WDR19 WWOX ZNF141 HP_ABNORMAL_FINGERNAIL_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_FINGERNAIL_MORPHOLOGY AARS1 AFF4 AIP AIRE ARHGAP31 ARID1A ARID1B ARID2 ATP6V1B2 BAZ1B BCL7B BMPER BMPR1B BRAF BUD23 CARS1 CASR CCDC22 CDH3 CDKN1C CENPT CLEC7A CLIP2 COL11A1 COL11A2 COL17A1 COL7A1 CSTB CTC1 CTSC DKC1 DLL4 DNAJC30 DOCK6 DPF2 DPYSL5 DVL1 DVL3 DYNC2LI1 EDAR EDARADD EED EFNB1 EIF4H ELN EOGT ERCC2 ERCC3 EVC EVC2 EZH2 FBXO28 FGFR2 FKBP6 FZD2 GDF5 GJA1 GLI1 GNA11 GPR101 GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 HLA-B HMGA2 HPGD HRAS HYMAI IFT122 IFT43 IFT52 IGF2 IKBKG IL11RA IL17F IL17RA IL17RC IL6ST INPPL1 ITGB4 KCNH1 KCNMA1 KCNN3 KCTD1 KDF1 KIF1A KRAS KRT1 KRT14 KRT16 KRT17 KRT5 KRT6A KRT6B KRT74 KRT9 LIG4 LIMK1 LMNA LMX1B LRP4 MACROH2A1 MAP2K1 MAP2K2 MBTPS2 METTL27 MLXIPL MPLKIP MSX1 NCF1 NECTIN1 NHP2 NOP10 NOTCH1 NOTCH2 NPM1 NSD1 NSUN2 NXN PARN PAX9 PEPD PERP PEX1 PEX6 PGAP2 PIGF PIGN PIGO PITX1 PKP1 PLAG1 PLAGL1 PLCD1 PLEC POFUT1 POGLUT1 PPP1CB PRKACA PRKACB PSENEN PTDSS1 RBPJ RETREG1 RFC2 RNF113A RNU12 ROR2 RPS6KA3 RTEL1 RUNX2 SCN9A SF3B1 SHOC2 SHOX SLC35D1 SLC39A4 SLCO2A1 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SOST SOX11 SOX4 STAT3 STX1A SUZ12 TARS1 TBC1D24 TBL2 TBX3 TERC TERT TET2 TFAP2A TINF2 TMEM270 TP63 TRAF3IP2 TRAF6 TRPV3 TWIST2 TYMS USB1 VPS35L VPS37D WASHC5 WDR19 WDR35 WNK1 WNT10A WNT5A WRAP53 ZBTB20 ZMPSTE24 ZNF462 HP_ABNORMAL_FINGERTIP_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_FINGERTIP_MORPHOLOGY ABCA3 ADNP ARID1B ATN1 ATP11A BCOR BMPR1A CCDC22 CD55 CFTR CHD1 CREBBP CTCF DEAF1 DHX30 DPP9 DSP EIF2AK4 EMC1 EP300 EZH2 FAM13A FCGR2A FOXP1 FOXP2 GJA5 GJA8 GJB6 H3-3B H4C5 HNRNPH1 HNRNPH2 HPGD HSPG2 IL21 INTU JAG1 JARID2 KANSL1 KDM6A KMT2D KPTN LAMA3 LAMB3 LAMC2 LRBA MAP1B MED12 MED12L MUC5B NAA10 NCKAP1L NFIX NLRP3 NR2F1 NXN PAK3 PARN PKDCC PRR12 PSMB8 PTEN PTH1R RAB3GAP2 RASGRP1 RPS23 RTEL1 RUSC2 SFTPA1 SFTPA2 SFTPC SLC34A2 SLC5A6 SLCO2A1 SRCAP STK11 STN1 TBL1XR1 TCF4 TERC TERT TGFB1 TLL1 WAC ZMPSTE24 ZNF292 ZNF407 HP_ABNORMAL_FINGER_FLEXION_CREASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_FINGER_FLEXION_CREASE ATR CHST11 COL1A2 GDF5 HOXD13 IHH LMX1B MASP1 MET MYH3 NOG PIEZO2 RBBP8 ROR2 TBX15 TLK2 TNNI2 TPM2 WNT7A HP_ABNORMAL_FINGER_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_FINGER_MORPHOLOGY ABCA12 ABCA3 ABCC8 ABCC9 ABCD1 ABL1 ACAN ACOX1 ACP5 ACSL4 ACTA1 ACTA2 ACTB ACTG1 ACTG2 ACTL6B ACVR1 ADA2 ADAMTS10 ADAMTS2 ADAMTS3 ADAMTSL1 ADAMTSL2 ADAT3 ADGRG6 ADH5 ADNP AEBP1 AFF2 AGO2 AHI1 AIFM1 AIP AKT1 AKT3 ALDH18A1 ALDH1A2 ALG12 ALG13 ALG14 ALG3 ALG6 ALG9 ALMS1 ALOX12B ALOXE3 ALX1 ALX3 ALX4 AMER1 AMMECR1 ANAPC1 ANKLE2 ANKRD11 ANO5 ANTXR2 AP1G1 AP4M1 APC APC2 ARHGAP31 ARHGEF2 ARID1A ARID1B ARID2 ARL13B ARL3 ARL6 ARMC9 ARPC4 ARSL ARVCF ARX ASAH1 ASPH ASPN ASXL1 ASXL3 ATAD1 ATG7 ATL3 ATN1 ATP11A ATP13A2 ATP2B1 ATP6V1B2 ATP7A ATR ATRIP ATRX AUTS2 B3GALT6 B3GAT3 B3GLCT B4GALT7 B9D1 B9D2 BANF1 BAP1 BAZ1B BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCL7B BCOR BCORL1 BCR BGN BHLHA9 BICD2 BICRA BIN1 BLM BLTP1 BMP1 BMP15 BMP2 BMP4 BMPR1A BMPR1B BNC1 BPNT2 BPTF BRAF BRAT1 BRCA1 BRCA2 BRD4 BRF1 BRIP1 BUB1 BUB1B BUB3 BUD23 C1R C2CD3 CANT1 CAPN3 CASK CASZ1 CBFB CBL CBS CBY1 CC2D2A CCBE1 CCDC22 CCDC28B CCDC32 CCDC47 CCDC8 CCDC88A CCN6 CCND2 CCNK CCNQ CD244 CD55 CD96 CDC42 CDC42BPB CDC45 CDC6 CDH11 CDKL5 CDKN1C CDT1 CENPE CENPJ CEP104 CEP120 CEP152 CEP19 CEP290 CEP41 CEP55 CEP57 CFAP418 CFTR CHD1 CHD4 CHD7 CHN1 CHRNA1 CHRNA7 CHRND CHRNG CHST11 CHST14 CHST3 CHSY1 CHUK CIBAR1 CIC CIITA CILK1 CITED2 CKAP2L CLCF1 CLCN3 CLCN7 CLIC2 CLIP2 CLP1 CNOT1 CNOT2 CNOT3 CNTN1 COASY COG1 COG4 COG5 COG7 COG8 COL10A1 COL11A1 COL11A2 COL12A1 COL1A1 COL1A2 COL25A1 COL27A1 COL2A1 COL3A1 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 COMP COMT COPB1 COX4I1 CPLANE1 CPLX1 CPT2 CREBBP CRIPT CRKL CRLF1 CRPPA CSGALNACT1 CSNK2A1 CSPP1 CTBP1 CTCF CTDP1 CTNNB1 CTSC CTSK CTU2 CUL3 CUL4B CUL7 CWC27 CWF19L1 CYP26B1 CYP27A1 DACT1 DDR2 DDX11 DDX59 DDX6 DEAF1 DHCR7 DHODH DHPS DHX30 DLG4 DLK1 DLL3 DLL4 DLX3 DLX5 DMXL2 DNA2 DNAJC21 DNAJC30 DNM1L DNMT3A DOCK3 DOCK6 DOK7 DONSON DPAGT1 DPF2 DPH2 DPH5 DPP9 DPYS DPYSL5 DSE DSP DVL1 DVL3 DYM DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLT2B DYRK1A EBF3 EBP ECE1 ECEL1 EDA EDA2R EDN3 EDNRB EED EFEMP2 EFL1 EFNB1 EFTUD2 EHMT1 EIF2AK3 EIF2AK4 EIF2S3 EIF4A3 EIF4H ELN EMC1 EMG1 EN1 EOGT EP300 EPB41L1 ERBB2 ERBB3 ERCC1 ERCC2 ERCC4 ERCC5 ERCC6 ERCC8 ESCO2 EVC EVC2 EXOC6B EXOSC2 EXOSC5 EXOSC9 EXT1 EXT2 EXTL3 EZH2 FAM13A FAM149B1 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FARSA FAT4 FBLN5 FBN1 FBN2 FBXO11 FBXO28 FBXW11 FCGR2A FERMT1 FGD1 FGF10 FGF16 FGF9 FGFR1 FGFR2 FGFR3 FGFRL1 FIBP FIG4 FKBP6 FKTN FLI1 FLII FLNA FLNB FLT4 FLVCR1 FN1 FOXE3 FOXP1 FOXP2 FRA10AC1 FRAS1 FSHR FTO FTSJ1 FZD2 G6PC3 GABRA3 GABRD GATA1 GATA2 GATA4 GATA5 GATA6 GATAD2B GDAP1 GDF1 GDF5 GDNF GGCX GJA1 GJA5 GJA8 GJB3 GJB4 GJB6 GLDN GLI1 GLI2 GLI3 GMNN GNAI1 GNAO1 GNAS GNB1 GNB2 GNPTAB GON7 GORAB GP1BB GPC3 GPC4 GPKOW GPR101 GPX4 GRB10 GRIN1 GRM7 GTF2I GTF2IRD1 GTF2IRD2 H19 H3-3A H3-3B H4C3 H4C5 H4C9 HACD1 HDAC4 HDAC8 HEATR3 HECTD4 HEPACAM HERC1 HERC2 HES7 HESX1 HEY2 HHAT HIC1 HINT1 HIRA HIVEP2 HMGA2 HNRNPH1 HNRNPH2 HNRNPK HNRNPR HOXA11 HOXA13 HOXD13 HPGD HRAS HS2ST1 HSPG2 HUWE1 HYAL1 HYLS1 HYOU1 IARS1 IARS2 IDH1 IDS IDUA IFIH1 IFITM5 IFT122 IFT140 IFT172 IFT27 IFT43 IFT52 IFT57 IFT74 IFT80 IGF1 IGF1R IGF2 IGHMBP2 IHH IKBKG IL10 IL11RA IL21 IL6ST INPP5E INPP5K INPPL1 INTU IPO8 IQCE IQSEC2 IRX5 ITGA7 JAG1 JARID2 JMJD1C JUP KANSL1 KAT6A KAT6B KAT8 KATNB1 KATNIP KCNA1 KCNAB2 KCNE5 KCNH1 KCNJ11 KCNJ2 KCNJ8 KCNK4 KCNK9 KCNN3 KCTD1 KDM1A KDM4B KDM5B KDM5C KDM6A KDM6B KDR KDSR KIAA0586 KIAA0753 KIAA0825 KIF15 KIF1A KIF21A KIF22 KIF7 KIFBP KLF13 KLHL40 KLHL41 KMT2A KMT2B KMT2C KMT2D KMT2E KNSTRN KPTN KRAS KRT1 KRT14 KRT16 KRT9 L1CAM LAGE3 LAMA3 LAMA5 LAMB3 LAMC2 LARS1 LAS1L LBR LEMD3 LETM1 LFNG LHX3 LHX4 LIFR LIG4 LIMK1 LMBR1 LMNA LMNB2 LMOD3 LMX1B LONP1 LOX LRBA LRP4 LTBP1 LTBP2 LUZP1 LZTFL1 LZTR1 MACROH2A1 MAD2L2 MADD MAF MAFB MAGEL2 MAN1B1 MAN2C1 MAP1B MAP2K1 MAP3K20 MAP3K7 MAPK1 MAPK8IP3 MAPRE2 MASP1 MAT2A MATN3 MBD5 MBTPS2 MCTP2 MECOM MECP2 MED12 MED12L MED25 MEF2C MEG3 MEGF10 MEGF8 MEIS2 MESP2 MET METTL27 MFAP5 MGAT2 MGP MIA3 MIR17HG MITF MKKS MKRN3 MKS1 MLXIPL MMP2 MMP23B MOGS MORC2 MRAS MRPS22 MRPS28 MSH4 MSL3 MSX2 MTHFS MTM1 MTOR MTX2 MUC5B MUSK MYBPC1 MYCN MYH11 MYH3 MYH8 MYL11 MYL2 MYLK MYMK MYMX MYOD1 NAA10 NAA20 NALCN NARS1 NARS2 NCF1 NCKAP1L NDE1 NEB NEDD4L NEFL NEK1 NEK9 NELFA NEPRO NEUROD2 NEXMIF NFASC NFIX NFKBIL1 NGLY1 NHS NIN NIPBL NKAP NKX2-5 NKX2-6 NKX3-2 NLRP1 NLRP3 NOD2 NOG NONO NOTCH1 NOTCH2 NPAP1 NPHP1 NPR2 NPR3 NR2F1 NR5A1 NRAS NRTN NSD1 NSD2 NSDHL NSUN2 NUP107 NUP133 NUP37 NUP85 NUP88 NXN OBSL1 OCRL ODC1 OFD1 OGT OPA3 ORC1 ORC4 ORC6 OSGEP OTUD5 OTUD6B P4HTM PACS1 PACS2 PAFAH1B1 PAH PAICS PAK3 PALB2 PAPPA2 PARN PAX1 PAX3 PCDHGC4 PCGF2 PCNT PCYT1A PDE3A PDE4D PDE6D PDGFRB PDPN PEPD PEX1 PEX5 PEX6 PGAP2 PGAP3 PHF21A PHF6 PHF8 PHGDH PHIP PHOX2A PI4KA PIBF1 PIEZO2 PIGA PIGB PIGF PIGG PIGH PIGL PIGN PIGO PIGP PIGQ PIGS PIGV PIGW PIGY PIK3C2A PIK3CA PIK3CD PIK3R1 PIK3R2 PITX1 PKDCC PLAA PLAG1 PLK4 PLOD1 PLOD3 PLXND1 PMM2 PNKP PNPLA6 POC1A POGZ POLA1 POLR3A POLR3GL POLR3H POR PORCN POU1F1 PPP1R15B PPP1R21 PPP2R1A PPP2R3C PQBP1 PRDM16 PRDM5 PRG4 PRIM1 PRKACA PRKACB PRKAR1A PRKAR1B PRKCZ PRKD1 PRKDC PRKG1 PRKG2 PRMT7 PROKR2 PROP1 PRR12 PSMB4 PSMB8 PSMB9 PSMC3IP PSMD12 PTCH1 PTCH2 PTDSS1 PTEN PTF1A PTH1R PTHLH PTPN11 PTPN22 PTRH2 PUF60 PUM1 PWAR1 PWRN1 PYCR2 PYROXD1 QRICH1 RAB11B RAB18 RAB23 RAB33B RAB3GAP1 RAB3GAP2 RAC1 RAD21 RAD51 RAD51C RAF1 RAI1 RAPSN RASA2 RASGRP1 RB1 RBBP8 RBM10 RBM8A RBPJ RECQL RECQL4 RELN RERE RET RETREG1 REV3L RFC2 RFT1 RFWD3 RFX7 RIGI RIPK4 RIPPLY2 RIT1 RLIM RMRP RNF13 RNF216 RNU4ATAC ROBO1 ROR2 RPGRIP1 RPGRIP1L RPL10 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS23 RPS24 RPS26 RPS27 RPS28 RPS29 RPS6KA3 RPS7 RRAS RRAS2 RREB1 RSPO2 RSPRY1 RTEL1 RTL1 RTTN RUNX2 RUSC2 RYR1 RYR3 SACS SALL1 SALL4 SAMD9 SATB2 SBDS SC5D SCAPER SCARF2 SCLT1 SCN1B SCN2A SCN4A SCN9A SCNM1 SDCCAG8 SEC24C SELENON SEMA3C SEMA3D SEMA3E SETBP1 SETD1B SETD2 SETD5 SF3B2 SF3B4 SFTPA1 SFTPA2 SFTPC SH2B1 SH3PXD2B SHANK3 SHH SHMT2 SHOX SIAH1 SIK1 SIK3 SIL1 SIM1 SIN3A SKI SLC12A6 SLC18A3 SLC22A4 SLC25A12 SLC25A22 SLC25A24 SLC25A46 SLC26A2 SLC29A3 SLC2A10 SLC32A1 SLC34A2 SLC35A2 SLC35A3 SLC35B2 SLC39A13 SLC5A6 SLC9A6 SLC9A7 SLCO2A1 SLX4 SMAD2 SMAD3 SMAD4 SMARCA2 SMARCA4 SMARCAD1 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMG9 SMO SMOC1 SMPD4 SMS SNIP1 SNORD115-1 SNORD116-1 SNRPB SNRPN SON SOS1 SOS2 SOST SOX11 SOX4 SOX5 SOX6 SOX9 SP7 SPART SPECC1L SPEG SPEN SPIDR SPOP SPRED1 SPRED2 SPTBN1 SRCAP SREBF1 SRP54 STAG1 STAG2 STAMBP STK11 STN1 STUB1 STX1A SUFU SUMF1 SUPT16H SUZ12 SVBP SVIL SYNE1 TAPT1 TBC1D24 TBC1D2B TBCK TBL1XR1 TBL2 TBR1 TBX1 TBX15 TBX2 TBX22 TBX3 TBX4 TBX5 TCF20 TCF4 TCTN1 TCTN2 TCTN3 TDO2 TELO2 TERC TERT TFAP2A TFAP2B TFE3 TGDS TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 THSD4 TLK2 TLL1 TMCO1 TMEM107 TMEM138 TMEM147 TMEM216 TMEM218 TMEM231 TMEM237 TMEM270 TMEM67 TMEM70 TMEM94 TNNI2 TNNT3 TOGARAM1 TONSL TOPORS TOR1A TOR1AIP1 TP53RK TP63 TPM2 TPM3 TPR TPRKB TRAIP TRAPPC2 TRAPPC9 TRIM32 TRIM8 TRIO TRIP11 TRIP13 TRMT10A TRPM3 TRPS1 TRPV4 TRRAP TSR2 TTC21B TTC26 TTC8 TTN TUBA1A TUBB TUBB2B TUBB3 TWIST1 TWIST2 TXNDC15 UBA1 UBA2 UBE2T UBE3A UBE3B UBE4B UBR1 UFD1 UNC80 UPF3B USP7 USP9X VAC14 VPS13B VPS35L VPS37D WAC WASF1 WASHC5 WDPCP WDR11 WDR19 WDR35 WDR4 WDR73 WFS1 WIPI2 WLS WNK1 WNT10B WNT5A WNT7A XRCC2 XRCC4 XYLT1 XYLT2 YRDC YWHAE YY1 YY1AP1 ZBTB20 ZC4H2 ZDHHC9 ZEB2 ZFPM2 ZIC3 ZMIZ1 ZMPSTE24 ZMYM2 ZNF141 ZNF292 ZNF407 ZNF423 ZNF462 ZNF469 ZNF668 ZNF699 ZNHIT3 ZSWIM7 HP_ABNORMAL_FINGER_PHALANX_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_FINGER_PHALANX_MORPHOLOGY ABCA12 ABCC9 ACAN ACOX1 ACP5 ACTB ACTG1 ACTG2 ACTL6B ACVR1 ADA2 ADAMTS10 ADAMTS2 ADAMTS3 ADAMTSL2 ADAT3 ADNP AEBP1 AHI1 AKT3 ALG6 ALX1 ALX3 ALX4 AMMECR1 ANAPC1 ANTXR2 APC2 ARHGAP31 ARID1A ARID1B ARL13B ARL3 ARL6 ARMC9 ARPC4 ARSL ARVCF ASAH1 ASPN ASXL3 ATL3 ATP6V1B2 ATR B3GALT6 B3GAT3 B4GALT7 B9D1 B9D2 BANF1 BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCOR BCR BGN BHLHA9 BICRA BLM BMP2 BMP4 BMPR1A BMPR1B BPTF BRD4 BRF1 C2CD3 CANT1 CAPN3 CASZ1 CBFB CBY1 CC2D2A CCBE1 CCDC22 CCDC28B CCN6 CCND2 CD244 CD96 CDC45 CDC6 CDH11 CDKL5 CDT1 CEP104 CEP120 CEP152 CEP19 CEP290 CEP41 CFAP418 CFTR CHD7 CHN1 CHRNG CHST11 CHST3 CHSY1 CHUK CIBAR1 CIITA CLCF1 CLCN7 CNOT1 COG4 COG5 COL10A1 COL11A1 COL11A2 COL12A1 COL1A1 COL2A1 COL3A1 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 COMP COMT CPLANE1 CPLX1 CREBBP CRIPT CRKL CRLF1 CSGALNACT1 CSPP1 CTBP1 CTDP1 CTSC CTSK CUL4B CWC27 DACT1 DDR2 DDX59 DEAF1 DHCR7 DHODH DHX30 DLK1 DLL3 DLL4 DNM1L DNMT3A DOCK6 DOK7 DPYS DPYSL5 DSP DVL1 DVL3 DYM DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLT2B EBP EDA EDA2R EED EFNB1 EFTUD2 EIF2AK3 EIF4A3 EMG1 EOGT EP300 ERCC1 ERCC2 ERCC5 ERCC6 ERCC8 ESCO2 EVC EVC2 EXOSC2 EXT1 EXTL3 EZH2 FAM149B1 FANCA FANCB FANCC FANCD2 FANCE FANCI FAT4 FBN1 FBN2 FBXO28 FERMT1 FGD1 FGF10 FGF9 FGFR1 FGFR2 FGFR3 FGFRL1 FIG4 FKTN FLI1 FLII FLNA FLNB FN1 FRAS1 FTO FTSJ1 FZD2 G6PC3 GABRD GATA1 GATA4 GATAD2B GDAP1 GDF5 GGCX GJA1 GJA5 GJA8 GLI1 GLI2 GLI3 GMNN GNAS GNB2 GNPTAB GON7 GP1BB GPC3 GPC4 GPKOW GPX4 H3-3A H3-3B H4C9 HDAC4 HDAC8 HEATR3 HEPACAM HES7 HESX1 HHAT HINT1 HIRA HNRNPR HOXA13 HOXD13 HPGD HS2ST1 HSPG2 HYLS1 IARS1 IDH1 IDS IDUA IFIH1 IFT122 IFT140 IFT172 IFT27 IFT43 IFT52 IFT57 IFT74 IFT80 IGF2 IGHMBP2 IHH IKBKG IL10 IL11RA IL6ST INPP5E INPPL1 INTU IPO8 IQCE IQSEC2 JAG1 JMJD1C KAT6A KAT6B KATNIP KCNAB2 KCNH1 KCNJ2 KCNJ8 KCNK9 KCNN3 KCTD1 KDM5B KDM5C KDM6A KIAA0586 KIAA0753 KIAA0825 KIF15 KIF1A KIF21A KIF22 KIF7 KMT2A KMT2D KNSTRN KRT14 L1CAM LAGE3 LAMA5 LAMB3 LBR LEMD3 LETM1 LFNG LHX3 LHX4 LIFR LIG4 LMBR1 LMNA LONP1 LRP4 LUZP1 LZTFL1 MACROH2A1 MAFB MAN2C1 MAP3K20 MAP3K7 MAPK1 MATN3 MBD5 MBTPS2 MCTP2 MECOM MED12 MED25 MEG3 MEGF10 MEGF8 MEIS2 MESP2 MGP MIA3 MIR17HG MKKS MKS1 MMP2 MMP23B MORC2 MRPS28 MSX2 MTOR MTX2 MUSK MYBPC1 MYCN MYH3 MYH8 MYL11 MYOD1 NAA10 NALCN NEDD4L NEK1 NELFA NEPRO NFIX NFKBIL1 NGLY1 NHS NIN NIPBL NLRP3 NOD2 NOG NONO NOTCH1 NOTCH2 NPHP1 NPR2 NPR3 NSD1 NSD2 NSDHL NSUN2 NUP107 NUP133 NUP88 NXN OCRL OFD1 ORC1 ORC4 ORC6 OSGEP OTUD5 OTUD6B PACS1 PAH PAX3 PCDHGC4 PCGF2 PCNT PCYT1A PDE3A PDE4D PDE6D PDGFRB PDPN PEX1 PEX6 PGAP2 PGAP3 PHF6 PHF8 PIBF1 PIEZO2 PIGB PIGF PIGG PIGL PIGN PIGO PIGS PIGV PIGW PIGY PIK3CA PIK3CD PIK3R2 PITX1 PLAA PLOD3 PNPLA6 POC1A POGZ POLA1 POLR3A POLR3GL POR PORCN POU1F1 PPP2R3C PQBP1 PRDM16 PRG4 PRKACA PRKACB PRKAR1A PRKCZ PRKD1 PRKG2 PRMT7 PROP1 PSMB8 PSMD12 PTCH1 PTDSS1 PTEN PTH1R PTHLH PTPN22 PUF60 PYCR2 RAB23 RAB33B RAB3GAP1 RAB3GAP2 RAD21 RAI1 RAPSN RBBP8 RBM10 RBM8A RBPJ RECQL4 RERE RETREG1 RIGI RIPK4 RIPPLY2 RLIM RMRP RNU4ATAC ROBO1 ROR2 RPGRIP1 RPGRIP1L RPL10 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS6KA3 RPS7 RREB1 RTL1 RTTN RUNX2 SALL1 SALL4 SATB2 SC5D SCAPER SCARF2 SCLT1 SCN4A SCN9A SCNM1 SDCCAG8 SEC24C SETBP1 SETD2 SETD5 SF3B2 SH2B1 SH3PXD2B SHH SHMT2 SIAH1 SKI SLC18A3 SLC22A4 SLC25A24 SLC26A2 SLC29A3 SLC35A2 SLC35A3 SLC39A13 SMAD3 SMARCA2 SMARCA4 SMARCAD1 SMARCB1 SMARCE1 SMC1A SMC3 SMG9 SMO SMOC1 SNIP1 SOST SOX11 SOX9 SPEN SPTBN1 SRCAP STAMBP SUFU SUMF1 SUZ12 TBC1D24 TBC1D2B TBR1 TBX1 TBX2 TBX3 TBX5 TCTN1 TCTN2 TCTN3 TDO2 TFAP2A TFAP2B TGDS TGFB3 TGFBR1 TGFBR2 TLK2 TMCO1 TMEM107 TMEM138 TMEM216 TMEM218 TMEM231 TMEM237 TMEM67 TMEM70 TNNI2 TNNT3 TOGARAM1 TONSL TOPORS TOR1AIP1 TP53RK TP63 TPM2 TPRKB TRAPPC2 TRIM32 TRIO TRIP11 TRPM3 TRPS1 TRPV4 TSR2 TTC21B TTC26 TTC8 TUBA1A TUBB3 TWIST1 TWIST2 TXNDC15 UBE2T UBE4B UFD1 UNC80 UPF3B USP9X VAC14 VPS35L WASHC5 WDPCP WDR19 WDR35 WDR4 WDR73 WFS1 WLS WNK1 WNT5A WNT7A XRCC2 XYLT1 YRDC ZBTB20 ZDHHC9 ZIC3 ZMPSTE24 ZNF141 ZNF407 ZNF423 ZNF668 ZNF699 HP_ABNORMAL_FOOT_BONE_OSSIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_FOOT_BONE_OSSIFICATION CANT1 COL2A1 EBP EIF2AK3 FLNA HOXA13 INPPL1 MATN3 PTH1R SLC35D1 TRIP11 HP_ABNORMAL_FOOT_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_FOOT_MORPHOLOGY AAAS AAGAB AARS1 ABCA12 ABCC9 ABHD12 ABHD16A ABL1 ACAN ACTA1 ACTA2 ACTB ACTC1 ACTN2 ACVR1 ADA ADAMTS10 ADAMTS2 ADAMTS3 ADAMTSL1 ADAMTSL2 ADAT3 ADCY6 ADGRG6 ADGRV1 ADK ADNP ADPRS AEBP1 AFF3 AGA AGPAT2 AGRN AHCY AHI1 AIFM1 AIP AKT1 ALAD ALDH18A1 ALDH1A2 ALDH6A1 ALG12 ALG14 ALG2 ALG3 ALG8 ALG9 ALMS1 ALOX12B ALOXE3 ALPL ALS2 AMER1 AMMECR1 ANAPC1 ANK1 ANKRD1 ANKRD55 ANO1 ANO10 ANO5 ANOS1 AP1B1 AP1G1 AP4B1 AP4E1 AP4M1 AP4S1 APC APC2 APTX AQP5 ARCN1 ARHGAP31 ARID1A ARID1B ARL13B ARL3 ARL6 ARL6IP1 ARL6IP6 ARMC9 ARSI ARSL ARVCF ARX ASAH1 ASNS ASPH ASXL1 ASXL3 ATAD1 ATAD3A ATG7 ATL1 ATL3 ATN1 ATP13A2 ATP1A1 ATP1A2 ATP1A3 ATP2A2 ATP2B1 ATP5F1D ATP6AP2 ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 ATP7A ATP9A ATPAF2 ATR ATRIP ATRX AUTS2 B3GALNT2 B3GALT6 B3GAT3 B3GLCT B4GALNT1 B4GALT7 B4GAT1 B9D1 B9D2 BAG3 BAG5 BAP1 BAZ1B BBS1 BBS12 BBS2 BBS7 BBS9 BCAS3 BCL7B BCOR BCR BGN BHLHA9 BICD2 BIN1 BLTP1 BMP2 BMP4 BMPER BMPR1A BMPR1B BMS1 BPNT2 BPTF BRAF BRCA1 BRCA2 BRD4 BRF1 BRIP1 BRPF1 BRWD3 BSCL2 BUD23 C12orf57 C18orf32 C19orf12 C1R C2CD3 CACNA1A CACNA1B CACNA1C CADM3 CAMK2G CAMTA1 CANT1 CAP2 CAPN1 CAPN3 CARD14 CARS1 CASK CAST CASZ1 CAV1 CAV3 CAVIN1 CBFB CBY1 CC2D2A CCBE1 CCDC141 CCDC22 CCDC28B CCDC47 CCDC8 CCN2 CCN6 CCNK CCNQ CCR6 CCT5 CD247 CD28 CD4 CD96 CDC42 CDC42BPB CDC45 CDH3 CDK10 CDKL5 CDSN CENPE CENPJ CEP104 CEP120 CEP152 CEP290 CEP41 CEP55 CERS3 CERT1 CFL2 CFTR CHAT CHCHD10 CHD3 CHD7 CHD8 CHMP1A CHN1 CHP1 CHRM3 CHRNG CHST11 CHST14 CHST3 CHSY1 CIBAR1 CIC CILK1 CKAP2L CLCF1 CLCN3 CLCN4 CLDN11 CLIP2 CLTCL1 CNOT2 CNOT3 CNTNAP1 CNTNAP2 COA7 COASY COG1 COG4 COG6 COG8 COL11A1 COL11A2 COL12A1 COL13A1 COL14A1 COL17A1 COL1A1 COL1A2 COL25A1 COL27A1 COL2A1 COL3A1 COL4A1 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 COL7A1 COL9A3 COLQ COMP COMT COPB1 COQ8A COX4I1 COX6A1 COX7B CPLANE1 CPLX1 CPT1C CPT2 CREBBP CRIPT CRKL CRLF1 CRPPA CRYAB CSGALNACT1 CSNK2A1 CSPP1 CSRP3 CST6 CSTA CTBP1 CTC1 CTCF CTDP1 CTH CTLA4 CTNNA2 CTSB CTSC CTSK CTU2 CUL4B CUL7 CWC27 CYP27A1 CYP4F22 CYP7B1 DACT1 DAG1 DCAF8 DCC DCHS1 DCLRE1C DCPS DDHD1 DDHD2 DDR2 DDX11 DDX59 DDX6 DEAF1 DES DGCR2 DGCR6 DGCR8 DHCR24 DHCR7 DHH DHODH DHTKD1 DHX16 DHX30 DKC1 DLAT DLEC1 DLG4 DLK1 DLL4 DLX5 DMD DMPK DMXL2 DNA2 DNAJB2 DNAJC30 DNAJC6 DNM1L DNM2 DNMT3A DOCK6 DOK7 DOLK DONSON DPAGT1 DPH1 DPH2 DPH5 DPM1 DPM3 DPYS DSC2 DSE DSG1 DSG2 DSP DST DUSP6 DVL1 DYM DYNC1H1 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLT2B DYRK1A DYSF EBP ECEL1 EDEM3 EED EEF1A2 EFNB1 EGR2 EHMT1 EIF2AK2 EIF2AK3 EIF2S3 EIF3F EIF4A3 EIF4H EIF5A ELN EMD EMG1 EMILIN1 EN1 ENPP1 ENTPD1 EOGT EP300 EPB41L1 ERBB2 ERCC1 ERCC2 ERCC4 ERCC5 ERCC6 ERCC8 ERF ERGIC1 ERLIN2 ERMARD ESCO2 ESS2 EVC EVC2 EXOC6B EXOC7 EXOSC3 EXT1 EXT2 EXTL3 EZH2 FA2H FAM149B1 FAM20C FAM50A FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAR1 FARS2 FAT4 FBLN1 FBLN5 FBN1 FBN2 FBXL4 FBXO11 FBXO38 FBXO7 FBXW11 FDFT1 FDX2 FERMT1 FEZF1 FGD1 FGD4 FGF10 FGF14 FGF16 FGF17 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFRL1 FHL1 FHL2 FIBP FIG4 FITM2 FKBP10 FKBP14 FKBP6 FKRP FKTN FLI1 FLII FLNA FLNB FLRT1 FLRT3 FLVCR2 FMR1 FOS FOXE3 FOXG1 FRA10AC1 FRAS1 FREM1 FREM2 FUZ FXN GABBR2 GABRA1 GABRA3 GABRD GABRG2 GAD1 GALC GALNT2 GAN GARS1 GATA1 GATA4 GATA6 GATAD1 GATAD2B GBA1 GBA2 GBF1 GCH1 GDAP1 GDF11 GDF5 GDF6 GFM2 GFPT1 GHR GJA1 GJA5 GJA8 GJB1 GJB2 GJB3 GJB4 GJB6 GJC2 GLB1 GLDN GLE1 GLI1 GLI3 GMNN GMPPA GMPPB GNA11 GNAI1 GNAO1 GNAS GNB1 GNB2 GNB4 GNE GNPTAB GNS GORAB GOSR2 GP1BB GPC3 GPC4 GPR101 GPX4 GRHL2 GRIA2 GRIA3 GRIN1 GRIN2A GRIN2B GRIN2D GRIP1 GRM7 GSC GTF2E2 GTF2I GTF2IRD1 GTF2IRD2 GTPBP2 GUSB GZF1 H1-4 H3-3A H3-3B H4C11 H4C3 H4C5 H4C9 HAAO HACD1 HACE1 HADHA HADHB HAND2 HARS1 HBA1 HBA2 HCN1 HDAC4 HDAC6 HDAC8 HEATR3 HEPACAM HEPHL1 HERC1 HERC2 HESX1 HEXB HEY2 HGD HINT1 HIRA HIVEP2 HK1 HLA-DRB1 HNRNPA1 HNRNPH1 HNRNPH2 HNRNPK HNRNPR HOXA13 HOXD10 HOXD13 HPGD HPRT1 HRAS HS2ST1 HS6ST1 HSD17B4 HSPB1 HSPB8 HSPD1 HSPG2 HTT HUWE1 HYLS1 IARS2 IBA57 IDS IDUA IFIH1 IFITM5 IFRD1 IFT122 IFT140 IFT172 IFT27 IFT43 IFT52 IFT57 IFT74 IFT80 IGF1R IGF2 IGHMBP2 IHH IL11RA IL17RD IL2RA IL2RB IL2RG IL6ST IL7R IMPDH2 INF2 INPP5E INPP5K INPPL1 INSR INTS1 INTS8 IPO8 IQCE IQSEC2 IRF5 IRF6 IRX5 ITCH ITGA7 ITGA8 ITGB4 ITPR3 IVNS1ABP JAG1 JAG2 JARID2 JMJD1C JPH1 JPH2 JUP KANK2 KANSL1 KARS1 KAT6A KAT6B KAT8 KATNB1 KATNIP KBTBD13 KCNA1 KCNAB2 KCNH1 KCNJ2 KCNJ5 KCNJ8 KCNK9 KCNMA1 KCNN3 KCTD1 KDELR2 KDM4B KDM5C KDSR KIAA0319L KIAA0586 KIAA0753 KIAA0825 KIDINS220 KIF14 KIF1A KIF1B KIF22 KIF5A KIF5C KIF7 KL KLC2 KLHL24 KLHL41 KLHL9 KLLN KMT2A KMT2B KMT2D KMT5B KNSTRN KPNA3 KRAS KRT1 KRT10 KRT14 KRT16 KRT17 KRT2 KRT5 KRT6A KRT6B KRT6C KRT74 KRT83 KRT9 KY KYNU L1CAM LAMA3 LAMA4 LAMA5 LAMB2 LAMB3 LAMC2 LAMP2 LARGE1 LARS1 LAS1L LBR LDB3 LEMD3 LETM1 LGI4 LIFR LIG4 LIMK1 LIMS2 LIPE LITAF LMBR1 LMBRD1 LMNA LMNB2 LMOD2 LMX1B LONP1 LORICRIN LOX LRP4 LRP5 LRSAM1 LSS LTBP3 LTBP4 LUZP1 LZTFL1 LZTR1 MAB21L2 MAD1L1 MAD2L2 MAF MAFB MAGEL2 MAN1B1 MAN2B1 MAN2C1 MAP1B MAP2K1 MAP2K2 MAP3K20 MAP3K7 MAPK1 MAPK8IP3 MAPRE2 MARS1 MASP1 MAT2A MATN3 MBD5 MBTPS2 MCM3AP MCOLN1 MCTP2 MECP2 MED12 MED12L MED13L MED25 MEF2C MEG3 MEGF10 MEGF8 MEIS2 MEN1 MET METTL23 METTL27 MFAP5 MFN2 MFSD2A MGAT2 MGP MIA3 MIR17HG MKKS MKRN3 MKS1 MLXIPL MME MMP1 MMP14 MMP2 MMP23B MORC2 MPV17 MPZ MRAS MRE11 MRPS28 MSL3 MSTO1 MSX1 MT-TE MT-TS1 MTM1 MTMR2 MTOR MTRFR MTTP MTX2 MUSK MYBPC1 MYBPC3 MYCN MYH11 MYH14 MYH3 MYH6 MYH7 MYH8 MYL11 MYL2 MYLK MYMK MYMX MYO9A MYOD1 MYOT MYPN MYRF MYT1L NAA10 NAA20 NADSYN1 NALCN NARS1 NBAS NBN NCF1 NDE1 NDN NDNF NDRG1 NDST1 NDUFAF6 NEB NECTIN1 NECTIN4 NEDD4L NEFH NEFL NEK1 NEK8 NEK9 NELFA NEUROD2 NEXN NF1 NFATC2 NFIX NGLY1 NHP2 NIPA1 NIPAL4 NIPBL NKAP NKX2-5 NKX2-6 NKX3-2 NLRP1 NLRP3 NOD2 NOG NONO NOP10 NOTCH1 NOTCH2 NPAP1 NPHP3 NPM1 NPR2 NPR3 NR4A2 NRAS NRCAM NSD1 NSD2 NSDHL NSUN2 NT5C2 NTNG1 NUP107 NUP188 NUP85 NUP88 NXN OBSL1 OCA2 ODC1 OFD1 OGDHL OPA1 OPA3 ORAI1 ORC1 ORC6 OTUD5 OTUD6B PACS1 PAICS PALB2 PANK2 PAPPA2 PARN PCDH19 PCDHGC4 PCGF2 PCNA PCNT PDE4D PDE6D PDGFRB PDHA1 PDK3 PDPN PDXK PDZD8 PEPD PERP PEX1 PEX10 PEX2 PEX26 PEX5 PEX6 PEX7 PHEX PHF6 PHF8 PHGDH PHIP PHYH PI4KA PIBF1 PIEZO2 PIGB PIGF PIGG PIGH PIGL PIGN PIGO PIGP PIGQ PIGS PIGV PIGY PIK3CA PIK3CD PITX1 PKP1 PLA2G6 PLAA PLEC PLEKHG5 PLIN4 PLK4 PLN PLOD1 PLOD2 PLOD3 PLP1 PLXND1 PMM2 PMP2 PMP22 PMPCA PNKP PNPLA1 PNPT1 POC1A PODXL POGZ POLG POLR3A POLR3GL POLRMT POMGNT1 POMGNT2 POMK POMP POMT1 POMT2 POR PORCN POU3F4 PPARG PPCS PPM1D PPP1R15B PPP1R21 PPP2R1A PPP2R3C PPP2R5D PPP3CA PQBP1 PRDM16 PRDM5 PRG4 PRKACA PRKACB PRKAR1A PRKCG PRKCZ PRKD1 PRKG1 PRKG2 PRMT7 PROK2 PROKR2 PRPS1 PRR12 PRUNE1 PRX PSAT1 PSEN1 PSEN2 PSMB8 PSMD12 PTCH1 PTCH2 PTEN PTH1R PTHLH PTPN2 PTPN22 PTRH2 PUF60 PWAR1 PWRN1 PYCR1 PYCR2 PYROXD1 RAB11B RAB23 RAB33B RAB3GAP1 RAB3GAP2 RAB7A RAD21 RAD51 RAD51C RAF1 RAG1 RAG2 RAI1 RALA RBBP8 RBM10 RBM20 RBM8A RBPJ RECQL4 REEP1 REEP2 RELN REPS1 RERE RET RETREG1 REV3L RFC2 RFT1 RFWD3 RFX7 RHBDF2 RHOA RIN2 RINT1 RIPK4 RIT1 RLIM RMRP RNF2 RNF6 RNU12 RNU4ATAC ROBO1 ROR2 RPGRIP1 RPGRIP1L RPL10 RPL3L RPS6KA3 RREB1 RSPO1 RSPO2 RSPRY1 RTEL1 RTL1 RTN2 RTTN RUSC2 RXYLT1 RYR1 RYR3 SACS SALL1 SALL4 SAMD9 SAMD9L SARS1 SASH1 SATB1 SATB2 SBF1 SBF2 SC5D SCARF2 SCN1A SCN1B SCN2A SCN4A SCN5A SCN9A SCNM1 SCO2 SCYL1 SCYL2 SDHA SDHB SDHC SDHD SDR9C7 SEC23A SEC23B SEC24C SEC31A SELENON SEMA3A SEMA3E SERPINA12 SERPINB7 SETBP1 SETD2 SETD5 SETX SF3B4 SGCA SGCD SGCG SH3PXD2B SH3TC2 SHANK3 SHH SHMT2 SHOX SHROOM4 SIAH1 SIGMAR1 SIK1 SIK3 SIL1 SIM1 SIN3A SKI SLC10A7 SLC12A2 SLC12A6 SLC16A2 SLC17A5 SLC18A2 SLC18A3 SLC1A3 SLC1A4 SLC25A1 SLC25A19 SLC25A22 SLC25A24 SLC25A4 SLC25A46 SLC26A2 SLC29A3 SLC2A10 SLC31A1 SLC32A1 SLC33A1 SLC35A2 SLC35A3 SLC35C1 SLC35D1 SLC37A4 SLC39A13 SLC39A14 SLC39A8 SLC5A7 SLC6A8 SLC6A9 SLC9A6 SLC9A7 SLCO2A1 SLURP1 SLX4 SMAD2 SMAD3 SMAD4 SMARCA2 SMARCA4 SMARCAD1 SMARCAL1 SMARCD2 SMARCE1 SMC1A SMC3 SMC5 SMG9 SMO SMOC1 SMPD4 SMS SNAP25 SNAP29 SNCA SNIP1 SNORD115-1 SNORD116-1 SNRPN SNX14 SOD1 SON SORD SOX10 SOX18 SOX4 SOX5 SOX9 SPART SPAST SPECC1L SPEG SPEN SPG11 SPG7 SPRED2 SPRTN SPRY4 SPTBN1 SPTBN4 SPTLC1 SRD5A3 SRY STAC3 STAG1 STAG2 STAT4 STS STX1A STX1B STXBP1 SUFU SULT2B1 SUMF1 SUZ12 SVBP SVIL SYNE1 SYNE2 SYNJ1 SYT1 SYT2 TACR3 TAF1 TAF1A TAF2 TAF6 TAF8 TAFAZZIN TAOK1 TAT TBC1D23 TBC1D24 TBC1D2B TBCE TBCK TBL1XR1 TBL2 TBR1 TBX1 TBX15 TBX22 TBX3 TBX4 TCAP TCF12 TCF20 TCF4 TCTN1 TCTN2 TCTN3 TDO2 TDP1 TELO2 TERC TERT TET3 TFAP2B TFE3 TFG TGDS TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGM1 TH THOC6 THSD4 TINF2 TLK2 TLL1 TMCO1 TMEM107 TMEM138 TMEM216 TMEM218 TMEM231 TMEM237 TMEM260 TMEM270 TMEM43 TMEM67 TMEM94 TMPO TMTC3 TNFRSF1B TNNC1 TNNI2 TNNI3 TNNT1 TNNT2 TNNT3 TOGARAM1 TONSL TOPORS TOR1A TOR1AIP1 TP63 TPM1 TPM2 TPM3 TPR TRAIP TRAPPC11 TRIM2 TRIM8 TRIO TRIP11 TRIP12 TRIP4 TRMT1 TRMT10A TRMT5 TRPM3 TRPM4 TRPS1 TRPV3 TRPV4 TRRAP TSPOAP1 TTC21B TTC26 TTI2 TTN TTPA TUBB3 TWIST1 TWIST2 TWNK TXNDC15 TXNL4A TXNRD2 TYMS TYROBP UBA1 UBA2 UBAP1 UBE2A UBE2T UBE3B UBE4B UCHL1 UFC1 UFD1 UNC80 UPF3B USB1 USF3 USP7 USP8 USP9X VAC14 VAMP1 VANGL1 VAPB VARS1 VCL VCP VEZF1 VIPAS39 VLDLR VPS13A VPS13B VPS13D VPS33B VPS35L VPS37D VPS41 VRK1 VWA1 WAC WARS1 WARS2 WASF1 WASHC5 WDPCP WDR11 WDR19 WDR26 WDR35 WDR73 WDR81 WIPI2 WLS WNK1 WNT10A WNT10B WNT5A WNT7A WRAP53 WRN WWOX XPA XRCC2 XRCC4 XYLT1 XYLT2 YARS1 YME1L1 YY1 ZBTB20 ZC4H2 ZDHHC9 ZEB2 ZFYVE26 ZFYVE27 ZIC3 ZMIZ1 ZMPSTE24 ZMYM2 ZNF141 ZNF148 ZNF407 ZNF423 ZNF469 ZNF668 ZNF699 ZSWIM6 HP_ABNORMAL_FORAMEN_MAGNUM_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_FORAMEN_MAGNUM_MORPHOLOGY ALDH18A1 CHD4 CREBBP ELN EP300 FBLN5 FGFR3 FLNA FLNB GPSM2 HNRNPH1 IARS2 INPPL1 LBR RAB23 RSPRY1 RUNX2 HP_ABNORMAL_FOREARM_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_FOREARM_MORPHOLOGY AEBP1 AFF3 AFF4 AGA ALG12 ANAPC1 APC ARID1B ASXL1 ATR B2M B3GALT6 B3GAT3 B4GALT7 BAZ1B BCL7B BCOR BGN BHLHA9 BICRA BMP1 BMPR1B BRAF BRCA1 BRCA2 BRD4 BRIP1 BUD23 CANT1 CBL CCDC8 CCNQ CD96 CDC45 CHD7 CHN1 CHRNG CHST3 CHSY1 CILK1 CLCN3 CLIP2 COL10A1 COL11A1 COL1A1 COL27A1 COL2A1 COL5A1 COL5A2 COL7A1 COL9A1 COL9A2 COL9A3 COLEC10 COLEC11 COMP CPLX1 CREBBP CSGALNACT1 CTBP1 CUL7 CYP26B1 DHCR7 DHODH DNAJC30 DONSON DVL1 DYNC2H1 EIF4A3 EIF4H ELN EP300 ERCC1 ERCC4 ESCO2 EXOC6B EXT1 EXT2 EXTL3 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FGF10 FGF23 FGF9 FGFR1 FGFR2 FGFR3 FGFRL1 FKBP10 FKBP6 FLNA FLNB FZD2 GDF5 GLI3 GPC6 GSC GTF2I GTF2IRD1 GTF2IRD2 HDAC8 HOXA11 HOXD13 IFIH1 IFITM5 IFT43 IFT81 IHH JAG1 KAT6B KIF22 KRAS L1CAM LAMA5 LBR LETM1 LIMK1 LMBR1 LMX1B LRP4 LZTR1 MACROH2A1 MAD2L2 MAF MAFB MAGEL2 MAP2K1 MAP2K2 MAP3K7 MASP1 MECOM METTL27 MLXIPL MMP13 MMP9 MRAS MYH3 NALCN NCF1 NDN NIPBL NOG NOTCH2 NPR2 NRAS NSD2 OBSL1 P3H1 PALB2 PCNT PDE4D PIEZO2 PIGT PITX1 PLXND1 POR PRKAR1A PRKG2 PTDSS1 PTPN11 RAB3GAP2 RAD21 RAD51 RAD51C RAF1 RAI1 RASA2 RBM10 RBM8A RECQL4 REV3L RFC2 RFWD3 RIPK4 RIT1 RNU4ATAC ROR2 RPL26 RPS19 RRAS RRAS2 SALL4 SAMD9 SCARF2 SETBP1 SF3B4 SHH SHOX SKI SLC26A2 SLC39A13 SLX4 SMAD6 SMC1A SMC3 SNRPN SOS1 SOS2 SOX9 SPRED2 SRCAP STX1A TAPT1 TBL2 TBX15 TBX22 TBX3 TBX5 TGFB1 TMEM270 TMEM67 TNFRSF11A TNNI2 TNNT3 TPM2 TRIO TRIP11 TRPV4 TWIST1 UBE2T VPS35L VPS37D WNT5A WNT7A XRCC2 XYLT1 ZIC3 HP_ABNORMAL_FORM_OF_THE_VERTEBRAL_BODIES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_FORM_OF_THE_VERTEBRAL_BODIES ABCC9 ACAN ACP5 ACTB ACVR1 ADA AEBP1 AGA AHI1 AIFM1 AIP AKT1 ALDH1A2 ALG12 ALPL ANKRD11 ANTXR1 APC ARL13B ARL3 ARMC9 ARSB ARSK ARSL ATP6V1B2 ATP7A ATRX B3GALT6 B3GAT3 B3GLCT B9D1 B9D2 BAZ1B BCL11A BCL7B BGN BMP1 BUD23 CANT1 CAPN15 CBS CBY1 CCDC22 CCDC8 CCL2 CCN6 CDH11 CDK10 CEP104 CEP120 CEP41 CFAP410 CHD7 CHN1 CHRNG CHST3 CLCN7 CLIP2 COG1 COG4 COL10A1 COL11A1 COL11A2 COL1A1 COL1A2 COL2A1 COL9A1 COL9A2 COL9A3 COMP CPLANE1 CPLX1 CREB3L1 CRTAP CSF1R CSGALNACT1 CSPP1 CTBP1 CUL7 CYP27A1 DDR2 DDRGK1 DEAF1 DHCR7 DHX37 DLK1 DLL3 DMP1 DNAJC21 DNAJC30 DPP9 DPYSL5 DVL1 DVL3 DYM EBP EIF2AK3 EIF4H EIF5A ELN ENPP1 EXOC6B EXTL3 FANCB FANCC FBN1 FGFR1 FGFR2 FGFR3 FGFRL1 FIG4 FKBP10 FKBP6 FLI1 FLII FLNA FLNB FN1 FOXF1 FUCA1 FUZ FZD2 GALNS GJA1 GLB1 GLE1 GLI3 GNPAT GNPTAB GNS GORAB GPX4 GTF2I GTF2IRD1 GTF2IRD2 GUSB H3-3B HAAO HDAC6 HES7 HGSNAT HHAT HNRNPR HSPA9 HSPG2 HYLS1 IARS2 IDH1 IDH2 IDUA IFITM5 IFT43 IFT74 IHH IKBKG INPP5E INPPL1 IPO8 IQSEC2 ITCH JAG1 KATNIP KCNJ8 KDELR2 KDM6A KIAA0586 KIAA0753 KIF22 KMT2D KYNU LAMA5 LBR LETM1 LFNG LIFR LIMK1 LONP1 LRP4 LRP5 LRRK1 LTBP1 LTBP3 LYSET MADD MAFB MAN2B1 MAP3K7 MATN3 MBD5 MBTPS2 MEG3 MESP2 METTL27 MIA3 MKS1 MLXIPL MMP13 MMP14 MMP2 MPL MRPS28 MYH3 NAGLU NANS NCF1 NEK1 NELFA NEPRO NEU1 NF1 NKX3-2 NMNAT1 NOTCH2 NOTCH2NLC NOTCH3 NPR2 NSD2 OBSL1 OCRL OFD1 ORC1 OTUD5 P3H1 P4HB PAICS PAM16 PAPSS2 PCYT1A PDE4D PDE6D PEX7 PIBF1 PIEZO2 PIGG PLCB3 PLEKHM1 PLOD1 PLOD2 PLOD3 PMM2 POLR3A POP1 POR PPIB PPP1R15B PRKAR1A PRKG2 PTCH1 PTCH2 PTDSS1 PTEN PTH1R PUF60 PYCR1 RAB33B RAD21 RAI1 RFC2 RINT1 RIPPLY2 RMRP RNU4ATAC ROR2 RPL13 RPS19 RPS6KA3 RSPRY1 RTL1 RUNX2 SALL4 SBDS SC5D SEC23A SEC24D SEMA3E SERPINF1 SERPINH1 SF3B2 SF3B4 SFRP4 SGMS2 SGSH SH3PXD2B SIX6 SKI SLC10A7 SLC25A24 SLC26A2 SLC29A3 SLC35D1 SLC39A13 SMAD4 SMARCAL1 SMOC1 SON SOST SOX2 SOX5 SPARC SRP54 STAG2 STX1A SUFU SUMF1 TAPT1 TBC1D24 TBL2 TBX15 TBX2 TBX6 TBXAS1 TBXT TCIRG1 TCTN1 TCTN2 TCTN3 TENT5A THPO TMCO1 TMEM218 TMEM237 TMEM270 TMEM53 TMEM67 TNFRSF11A TOGARAM1 TONSL TRAPPC2 TRIP11 TRPV4 TWIST1 UBE3B UFSP2 USP8 VANGL1 VANGL2 VDR VPS35L VPS37D WASHC5 WBP11 WNT1 WNT5A WNT7A XYLT1 XYLT2 ZBTB20 HP_ABNORMAL_FOURTH_TOE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_FOURTH_TOE_MORPHOLOGY BCOR COG8 EOGT FRA10AC1 HEPHL1 MAP3K20 NOG PPP2R5D RAB3GAP2 TBC1D2B HP_ABNORMAL_FOURTH_VENTRICLE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_FOURTH_VENTRICLE_MORPHOLOGY AFF3 ALG3 AP1S2 ARID1A ARID1B ARID2 ARMC9 ASNS ASXL1 ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 ATXN1 ATXN2 ATXN3 B3GALNT2 B4GALT1 B4GAT1 B9D1 B9D2 BCOR BLTP1 BUB1 BUB1B BUB3 C2CD3 CASK CC2D2A CCDC22 CDC42 CDKN1C CEP120 CEP290 CEP57 CHD7 COL4A1 COX20 CPT2 CRPPA CSF1R CSPP1 DAG1 DDX3X DENND5A DHCR7 DOK7 DPF2 DPH1 DPH2 DPYSL5 DYNC2H1 DYNC2I1 DYNC2I2 EBP ESCO2 EVC EVC2 EXOC2 FAR1 FGFR1 FKRP FKTN FLVCR2 FTO GJB2 GJB6 GLI3 GMPPB GPC3 GPC4 GRM1 GTPBP2 HRAS HYLS1 IFT80 IGF2 KCNQ1 KCNQ1OT1 KIAA0586 KIF21A KIF5A KIF7 KRAS LAMA1 LARGE1 MAB21L1 MAPKAPK5 MEF2C MID1 MKS1 MRE11 MTM1 MUSK MYOD1 NIPA1 NIPA2 NPHP3 NRAS NUP88 OFD1 PGAP2 PHGDH PIEZO2 PIGN PLCH1 PLG PMM2 PMPCA POLR3A POMGNT1 POMGNT2 POMK POMT1 POMT2 PPP1CB RAC1 RAPSN RNF113A RNU12 RPGRIP1 RPGRIP1L RXYLT1 SEMA3E SLC18A3 SLC35A2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMG9 SOX11 SOX4 TBC1D24 TCTN1 TCTN2 TCTN3 TMEM107 TMEM138 TMEM216 TMEM231 TMEM237 TMEM67 TRIP13 TUBA1A TUBB TUBG1 TXNDC15 USP9X VPS35L VPS51 WARS2 WASHC5 WDR35 WDR73 WDR81 WLS ZIC1 HP_ABNORMAL_FOVEAL_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_FOVEAL_MORPHOLOGY ABCA4 AP3D1 APOE ATF6 BLOC1S3 BLOC1S5 CACNA1F CFAP418 CFHR1 CFHR3 CNGA3 CNGB3 CTNNA1 DCT ELOVL4 FZD4 GDF3 GDF6 GNAT2 GPR143 HMCN1 HPS4 HPS5 HPS6 IDS IKBKG IMPG1 LRP5 MC1R MFRP MTSS2 NEU1 OAT OCA2 OFD1 PAX6 PDE6C PDE6G PDE6H PROM1 PRPH2 PRR12 RAB28 RBP4 RDH5 RHO RLBP1 RPE65 RPGR SLC24A5 SLC25A19 SLC38A8 SLC45A2 TLCD3B TULP1 TYR UGP2 WT1 HP_ABNORMAL_FOVEAL_MORPHOLOGY_ON_MACULAR_OCT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_FOVEAL_MORPHOLOGY_ON_MACULAR_OCT CLEC3B GUCA1A GUCY2D PRPH2 RLBP1 SLC24A5 HP_ABNORMAL_FRONTAL_BONE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_FRONTAL_BONE_MORPHOLOGY ABL1 ACAN ACOX1 ACP5 ADK AGO2 AIP ALDH18A1 ALDH6A1 ALG9 ALPL ALX1 ALX4 AMER1 ANKRD11 ANTXR1 AP1G1 APC ARID1B ARID2 ATAD3A ATIC ATP6V0A2 ATP6V1B2 B3GALT6 B3GAT3 B3GLCT B9D1 B9D2 BAP1 BGN BICRA BMPR1A BRAF BRCA1 BRCA2 BRIP1 BRWD3 BUB1 BUB1B BUB3 C12orf57 CACNA1C CAMKMT CASZ1 CBL CCDC22 CCDC8 CDC42BPB CDH2 CDKN1C CEP57 CHD1 CHD3 CHD5 CHRNA7 CHST3 CKAP2L CLCN3 CLCN7 COG4 COL11A1 COL11A2 COL1A1 COL1A2 COL2A1 COL9A2 COX4I1 COX5A CPLANE1 CPLX1 CREBBP CRIPT CRPPA CRTAP CSGALNACT1 CSPP1 CTBP1 CTNNB1 CTNS CTSK CUL7 CUX1 CWC27 CYP27B1 CYP2R1 D2HGDH DDR2 DDX59 DDX6 DEAF1 DENND5A DHCR24 DICER1 DLK1 DLX3 DLX5 DPYSL5 DSE DVL1 DVL3 DYNC2H1 DYNC2I1 DYNC2I2 EBP EDA EDA2R EDAR EDARADD EFNB1 EIF5A EMC10 EP300 EPB41 EPB41L1 ERCC4 ERF EXTL3 FAM149B1 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FBN1 FBN2 FGFR1 FGFR2 FGFR3 FH FLI1 FLII FLNA FLNB FMR1 FUCA1 FZD2 GABRD GATAD2B GJA1 GJA5 GJA8 GK GLB1 GLI3 GMNN GNB2 GNE GNS GPC6 GPR101 GRB10 GRIN1 GYPC H3-3A H3-3B HBA1 HBA2 HBB HDAC4 HDAC6 HECTD4 HEPACAM HERC1 HK1 HMGA2 HNRNPU HOXD13 HRAS HSD17B4 HSPG2 IDUA IFT122 IFT140 IFT43 IFT52 IFT80 IGF2 IKBKG IL11RA INPPL1 INTS1 INTU IPO8 IQSEC2 ITCH JAG1 JARID2 KAT6A KATNIP KCNAB2 KCNJ1 KCTD1 KDM1A KIAA0586 KIAA0753 KIDINS220 KIF7 KLF1 KMT2B KNSTRN KPTN KRAS KYNU LARS1 LBR LEMD3 LETM1 LIFR LRP4 LRP5 LUZP1 MAD2L2 MADD MAGEL2 MAN1B1 MAN2B1 MAP2K1 MAP2K2 MBD5 MBTPS2 MED12 MED13L MED27 MEG3 MEGF8 MEN1 MID1 MITF MMP2 MMP23B MOCS1 MOCS2 MPDZ MSX2 MTHFR MTOR MTX2 NAA10 NALCN NCAPG2 NELFA NEU1 NFIA NFIX NFKBIA NLRP3 NONO NPR2 NRAS NSD1 NSD2 NTNG2 NXN OBSL1 OCRL OFD1 OPHN1 ORC1 OSGEP P4HB PAFAH1B1 PAK1 PALB2 PAM16 PCGF2 PDE4D PDE6D PDGFRB PDHA1 PDPN PEX5 PEX7 PHEX PIGG PIGL PIGN PIK3CA PIK3CD PIK3R1 PIK3R2 PLA2G6 PLAG1 PLCH1 PNPLA6 POLE POLR1B POLR1C POLR1D POLR3A POR POU1F1 PPM1B PPP1CB PPP2CA PPP2R5D PRDM16 PREPL PRIM1 PRKCZ PRKD1 PRMT7 PTCH1 PTCH2 PTDSS1 PTEN PTHLH PURA PYCR1 RAB39B RAD51 RAD51C RAI1 RECQL4 RERE RFWD3 RFX7 RNPC3 RNU12 ROR2 RPS6KA3 RSPRY1 RTL1 RUNX2 SALL4 SATB2 SCN4A SCNM1 SEC23A SEC24D SETBP1 SIK3 SIN3A SIX2 SIX6 SKI SKIC3 SLC26A2 SLC34A3 SLC39A13 SLC3A1 SLX4 SMARCA2 SMARCD1 SMC3 SMC5 SMG8 SMOC1 SNX10 SNX14 SON SOST SOX2 SOX5 SOX9 SP7 SPECC1L SPEN SPOP SPRTN SPTA1 SPTB STAG2 STAT3 SUFU SUPT16H TBC1D24 TBCD TBCE TBX15 TBX4 TCF20 TCIRG1 TCOF1 TCTN3 TGFB1 THUMPD1 TIMM50 TMEM216 TOGARAM1 TONSL TOPORS TRIM37 TRIO TRIP11 TRIP13 TRPS1 TRPV6 TTC26 TWIST1 UBE2T UBE4B UGP2 UNC80 USB1 VANGL2 VDR VPS35L WASHC5 WDR19 WDR35 WNT5A XRCC2 YWHAE ZEB2 ZNF148 HP_ABNORMAL_FULL_FIELD_ELECTRORETINOGRAM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_FULL_FIELD_ELECTRORETINOGRAM ABCA4 ACOX1 ADAR AIPL1 ALG3 ATF6 BEST1 CABP4 CACNA1F CACNA2D4 CERKL CFAP418 CLRN1 CNGA3 CNGB3 CYP4V2 GNAT1 GNAT2 GNB3 GPR179 GRK1 GRM6 GUCY2D IDH3B IDS IMPDH1 KIF3B LARGE1 LRAT LRIT3 MCOLN1 MFRP MT-ATP6 NR2E3 NUP54 NUP62 NYX OPN1SW PCYT1A PDE6B PDE6C PDE6H PEX12 POMGNT1 PPT1 PROM1 PRPH2 RDH5 RGR RHO RLBP1 RP1 RP1L1 RP9 RPE65 RPGR RPGRIP1 RS1 SAG SLC24A1 TRPM1 TTC8 USP45 ZNF513 HP_ABNORMAL_FUNDUS_AUTOFLUORESCENCE_IMAGING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_FUNDUS_AUTOFLUORESCENCE_IMAGING AIRE ARL6 ARSG BBS1 CCDC28B CFAP418 CFH CFI CWC27 EFEMP1 GUCA1A GUCY2D IDH3A IFT172 KIAA1549 KIF3B KIZ KLHL7 MFSD8 POMGNT1 PROM1 PRPF31 PRPF8 PRPH2 RAX2 RPGR TIMP3 TLCD3B TTLL5 HP_ABNORMAL_GALLBLADDER_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_GALLBLADDER_MORPHOLOGY ABCB11 ABCB4 ABCG8 ACVRL1 AIRE ALAS2 ALDOA AMACR ANK1 ARSA ARVCF ASXL1 ATP8B1 B3GLCT BAZ1B BCL7B BLVRA BUD23 CC2D2A CCDC47 CLIP2 CNOT1 COMT CYP27A1 CYP7A1 DMPK DNAJC30 EIF4H ELN ENG EPB41 EPB42 FECH FKBP6 FOXF1 GATA6 GBA1 GCGR GDF2 GNE GP1BB GPI GPR35 GTF2I GTF2IRD1 GTF2IRD2 GYPC HBB HIRA HK1 INTU JMJD1C KCNN4 KDM5C LIMK1 MED25 METTL27 MLXIPL MST1 NCF1 PEX19 PFKM PIEZO1 PKHD1 PKLR PSAP RFC2 RFX6 RREB1 SC5D SCNN1A SCNN1B SCNN1G SEC23B SEC24C SEMA4D SLC4A1 SMAD4 SMPD1 SON SPTA1 SPTB STX1A TBL2 TBX1 TCF4 TFE3 TMEM270 TPI1 UFD1 UQCRFS1 UROS VPS37D VPS4A HP_ABNORMAL_GAMMA_GLUTAMYLTRANSFERASE_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_GAMMA_GLUTAMYLTRANSFERASE_LEVEL ABCB4 ALMS1 AP1B1 BCS1L CNOT1 COG6 DCDC2 DEF6 DZIP1L FCSK GGT1 GIMAP5 GPD1 IARS1 KIF12 LIPA LYRM4 MARS1 MICOS13 MPV17 MRPL3 MYO5B PEX2 PKD2 PKHD1 SLC25A13 SLC2A1 SLC2A2 SLC37A4 SLC51A SLC51B TREX1 TRMT10C TTC26 UBR1 VPS33B XK HP_ABNORMAL_GASTRIC_MUCOSA_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_GASTRIC_MUCOSA_MORPHOLOGY ABCC2 AIRE ARID1B BAZ1B BCL7B BUD23 CARD8 CASP10 CDH1 CISD2 CLIP2 CTLA4 DEF6 DNAJC30 EIF4H ELF4 ELN FAS FASLG FKBP6 FOCAD FOXP3 GBA1 GTF2I GTF2IRD1 GTF2IRD2 IFIH1 IGHG2 IGKC IPO8 LBR LIMK1 LRBA METTL27 MLXIPL NCF1 NFKB1 PLA2G4A PRKCD RASGRP1 RFC2 RIPK1 SKIC2 SKIC3 STX1A SYK TBL2 TMEM270 VPS37D WFS1 HP_ABNORMAL_GASTROINTESTINAL_MOTILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_GASTROINTESTINAL_MOTILITY AAAS ACTA2 ACTB ACTG2 ANO1 ATP1A2 ATP1A3 BRCA1 BRCA2 CACNA1A CAMK2A CAMK2B CAVIN1 CDK4 CDKN2A CEACAM3 CEACAM6 CFTR CLCA4 CLMP COL4A5 COL4A6 CPOX DCTN4 DDIT3 DHCR7 EDNRA ERBB3 EWSR1 FAH FCGR2A FLNA FLVCR1 FOXP3 FUS GCLC GLA GMPPA GSTM3 GUCY1A1 GUCY2C HFE HMBS HMGA2 HMOX1 HNRNPK HSD17B10 IARS2 IDS IVNS1ABP KCNN4 KIF26A KRAS LIG3 LMOD1 MDM2 MEIS2 MIF MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW MTRFR MYH11 MYL9 MYLK MYO1H NUTM2B-AS1 PALB2 PALLD PHOX2B POLG PPOX PRDM12 RABL3 RAD21 RRM2B SAMD9 SERPINA1 SGO1 SLC11A1 SLC18A3 SLC1A3 SLC26A9 SLC6A14 SLC6A8 SLC9A3 SMAD4 SMO SON SOX10 STAT3 STX1A TANGO2 TGFB1 TP53 TRAPPC11 TWNK TXN2 TYMP UBR7 UNC45A WFS1 WT1 HP_ABNORMAL_GASTROINTESTINAL_VASCULAR_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_GASTROINTESTINAL_VASCULAR_MORPHOLOGY ACVRL1 CTC1 ENG GLMN VWF HP_ABNORMAL_GLIAL_CELL_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_GLIAL_CELL_MORPHOLOGY ADAR ADH1C ADNP AIFM1 AKT3 AP4M1 APC APC2 ARX ATP6V1A ATXN2 ATXN3 ATXN8OS AVP BCS1L BMPR1A BRAT1 BRCA2 C9orf72 CDKN1A CDKN1B CDKN2A CDKN2B CDKN2C CHCHD10 CHEK2 CHMP2B CNTN2 COX15 CSF1R CYP27A1 DNAJC13 DTYMK DYRK1A EHMT1 EIF2B1 EIF4G1 EPCAM ERBB2 ERCC6 ERCC8 ETFA ETFB ETFDH FAN1 FARS2 FBXO7 FGFR1 FUS GBA1 GDAP2 GIGYF2 GLS GLUD2 GRN HSD17B4 HTT IDH1 IDH2 IFNG KARS1 KCNT1 KDM3B KMT2C KRAS L2HGDH LAMA2 LMNB1 LONP1 LRPPRC LRRK2 MAN2B1 MAPT MDM2 MEN1 MLH1 MLH3 MOCS1 MOCS2 MSH2 MSH3 MSH6 MT-ATP6 MT-TT MTOR NARS2 NAXD NBN NDUFS8 NF1 NF2 NGLY1 NR4A2 NSD1 NUP54 NUP62 PAX2 PDHA1 PIGA PIK3CA PLA2G6 PLP1 PMPCA PMS1 PMS2 POLG POT1 PRKN PRNP PSEN1 PTEN RANBP2 RELA RPS20 SCO2 SEMA4A SERPINI1 SETBP1 SETD2 SLC25A46 SLC30A10 SMO SNCA SNCAIP SPRED1 SQSTM1 STRADA TARDBP TBCD TBK1 TBP TFG TGFBR2 THOC2 TLR3 TMEM106B TP53 TREM2 TSC1 TSC2 TSEN54 TYROBP UBQLN2 VCP VPS35 VRK1 YY1 ZFTA ZNF335 HP_ABNORMAL_GLOBUS_PALLIDUS_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_GLOBUS_PALLIDUS_MORPHOLOGY AGO1 C19orf12 COASY CYP27A1 CYP2U1 DLAT FA2H FTL GCDH GTPBP2 IDH1 KCNQ2 KMT2B MMUT NUDT2 PANK2 PLA2G6 POLR2A SLC30A10 SLC44A1 VPS16 VPS41 WDR45 HP_ABNORMAL_GLOMERULAR_MESANGIAL_CELLULARITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_GLOMERULAR_MESANGIAL_CELLULARITY APOE CFHR5 COPA KIRREL1 SGPL1 SPRY2 HP_ABNORMAL_GLOMERULAR_MESANGIUM_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_GLOMERULAR_MESANGIUM_MORPHOLOGY ACTN4 ADA ANKFY1 ANLN APOE APOL1 ARHGAP24 ARHGDIA AVIL CD2AP CD81 CFHR5 COL4A3 COPA COQ6 COQ8B CRB2 DAAM2 EMP2 FN1 GAPVD1 GON7 INF2 KIRREL1 LAMB2 MAGI2 MYO1E NPHS1 NPHS2 NUP107 NUP133 NUP160 NUP205 NUP37 NUP85 NUP93 OSGEP PAX2 PLCE1 PTPRO SGPL1 SPRY2 TBC1D8B TP53RK TRPC6 WDR73 WT1 YRDC HP_ABNORMAL_GLUCOSE_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_GLUCOSE_HOMEOSTASIS ABCA4 ABCB4 ABCC8 ACAD8 ACAD9 ACADM ACADS ACADSB ACADVL ACAT1 ACSF3 ACSL5 ADA2 ADAR ADCY3 AEBP1 AFF4 AGBL5 AGL AGPAT2 AHI1 AHR AIP AIRE AKT2 ALAS2 ALDH7A1 ALDOB ALG12 ALMS1 AMACR APC2 APOA5 APOE APPL1 AR ARHGEF18 ARL2BP ARL3 ARL6 ARMC5 ARNT2 ASXL2 ATIC ATM ATP5F1D ATP7A ATRX AUH BAZ1B BBS1 BBS2 BBS9 BCKDHA BCKDHB BCL7B BCS1L BEST1 BLK BLM BMP2 BMP6 BRAF BRCA1 BRCA2 BSCL2 BUD23 CA4 CA5A CACNA1C CACNA1S CAMKMT CARS1 CASR CAT CAV1 CAVIN1 CC2D2A CCDC28B CDH23 CDHR1 CDKN1B CDKN1C CDKN2A CDON CEL CELA2A CEP19 CERKL CFAP418 CFTR CIC CIDEC CISD2 CLCNKB CLIP2 CLPB CLRN1 CNBP CNGA1 CNGB1 CNOT1 COG7 COG8 COL2A1 CORIN COX10 COX11 COX16 CP CPA1 CPE CPT1A CPT2 CRB1 CRX CTC1 CTDP1 CTLA4 CTNNB1 CTNS CTRC CYB561 CYC1 CYP11A1 CYP19A1 CYP21A2 DBH DBT DCAF17 DGUOK DHDDS DHX38 DIS3L2 DISP1 DKC1 DLD DLK1 DLL1 DMXL2 DNAJC19 DNAJC21 DNAJC3 DNAJC30 DNASE2 DNM1L DNMT1 DOLK DUT DYRK1B EBP EDA EDA2R EFL1 EHHADH EIF2AK3 EIF2S3 EIF4H ELMO2 ELN ENPP1 ERCC6 ESR1 ETFA ETFB ETFDH EYS FAH FAM161A FARSB FBN1 FBP1 FCGR3B FGF20 FGF8 FGFR1 FKBP6 FLT1 FMR1 FOCAD FOS FOXA2 FOXC2 FOXH1 FOXP1 FOXP3 FOXRED1 FSCN2 FUT8 FUZ FXN G6PC1 GABRA3 GALK1 GALT GAS1 GATA3 GATA6 GATB GATC GATM GCDH GCGR GCK GFM2 GFRA1 GH1 GHR GHSR GJA1 GJB3 GJB4 GK GLI2 GLI3 GLIS3 GLRX5 GLUD1 GLYCTK GNAS GOSR2 GPC3 GPC4 GPD2 GPR101 GPR161 GPR35 GRB10 GREB1L GTF2I GTF2IRD1 GTF2IRD2 GUCA1B GYG1 GYS2 H19 HADH HADHA HADHB HAMP HBB HERC1 HERC2 HESX1 HFE HGSNAT HJV HLA-DQA1 HLA-DQB1 HLA-DRB1 HMGA1 HMGA2 HMGCL HMGCS2 HNF1A HNF1B HNF4A HRAS HSD11B1 HSD17B10 HSD3B2 HTRA2 HYMAI HYOU1 IARS1 IARS2 IDH3A IDH3B IER3IP1 IFIH1 IFT140 IFT172 IFT88 IGF1 IGF1R IGF2 IGF2BP2 IGFALS IGHG2 IGKC IL18BP IL2RA IL6 IMPDH1 IMPG1 IMPG2 INS INSR IRF4 IRS1 IRS2 ITCH ITGA8 ITPR3 KCNE3 KCNJ11 KCNJ18 KCNQ1 KCNQ1OT1 KCTD1 KDM6A KDSR KHK KIAA1549 KIZ KLF11 KLHL7 KRAS LEMD2 LEMD3 LEP LEPR LHX1 LHX3 LHX4 LIG4 LIMK1 LIPC LIPE LMF1 LMNA LMNB2 LRAT LRBA LRP6 LRPPRC LSM11 MADD MAFA MAGEL2 MAK MAPK8IP1 MC2R MC4R MCCC1 MCCC2 MEF2A MEG3 MEN1 MERTK METTL27 MFN2 MIA3 MICOS13 MICU1 MKKS MKRN3 MLXIPL MLYCD MMACHC MMP14 MMP2 MMUT MOG MPC1 MPI MPV17 MRAP MRPS2 MRPS28 MRPS7 MSL3 MST1 MT-ATP6 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TC MT-TE MT-TF MT-TH MT-TK MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTHFR MTNR1B MTO1 MTOR MTX2 NAA10 NAB2 NAF1 NARS2 NBAS NCF1 NDN NDP NDUFA1 NDUFA11 NDUFA6 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF6 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB9 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NEK2 NEUROD1 NEUROG3 NFKB2 NFS1 NHP2 NKX2-5 NNT NODAL NOP10 NOTCH3 NPAP1 NPM1 NR1H4 NR2E3 NR3C1 NRL NSD1 NSMCE2 NUAK2 NUBPL OCA2 ODC1 OFD1 OPA1 OTC OTX2 PAK1 PALB2 PALLD PAPPA2 PARN PAX4 PAX6 PC PCARE PCBD1 PCCA PCCB PCK1 PCK2 PCNT PCSK1 PDE4D PDE6A PDE6B PDE6G PDX1 PET100 PEX1 PEX10 PEX6 PGM1 PHKA1 PHKA2 PHKB PHKG2 PI4KA PIK3R1 PLAG1 PLAGL1 PLCD1 PLIN1 PLPBP PMM2 PNPLA2 PNPLA6 PNPO POC1A POGZ POLA1 POLD1 POLG POLG2 POLR3A POMC POMGNT1 POR POU1F1 PPARG PPM1B PPP1R15B PPP1R3A PPP2R5D PRCD PREPL PRKACA PRKAG2 PRKAR1A PROK2 PROKR2 PROM1 PROP1 PRORP PRPF3 PRPF31 PRPF4 PRPF6 PRPF8 PRPH2 PRSS1 PRSS2 PSMB8 PSTPIP1 PTCH1 PTEN PTF1A PTPN1 PTPN22 PTRH2 PWAR1 PWRN1 PYGL QRSL1 RABL3 RAC1 RBP3 RDH12 REEP6 RET RETN RFC2 RFX6 RGR RHO RIMS2 RLBP1 RNASEH2A RNASEH2B RNASEH2C RNF125 RNU7-1 ROBO1 ROM1 RP1 RP1L1 RP2 RP9 RPE65 RPGR RRM2B RTEL1 RTL1 SAG SAMD9 SAMHD1 SARS2 SBDS SCAPER SCN4A SCO1 SECISBP2 SEMA4A SEMA4D SERAC1 SETD2 SGPL1 SH2B1 SHH SHPK SIM1 SIN3A SIX3 SLC12A3 SLC16A1 SLC19A2 SLC1A1 SLC22A5 SLC25A20 SLC25A36 SLC25A4 SLC29A3 SLC2A2 SLC30A8 SLC34A1 SLC37A4 SLC3A1 SLC40A1 SLC52A1 SLC5A1 SLC5A2 SLC7A14 SMAD4 SMC5 SMPD4 SNIP1 SNORD115-1 SNORD116-1 SNRNP200 SNRPN SOX2 SOX3 SPATA7 SPI1 SPINK1 SRP54 STAR STAT1 STAT3 STAT6 STOX1 STUB1 STX1A SUCLG1 SUFU TANGO2 TBL2 TBX19 TCF4 TCF7L2 TDGF1 TERC TERT TFAM TFE3 TFG TGIF1 THRB TIMMDC1 TINF2 TKT TLR8 TMEM126B TMEM270 TOM1 TOPORS TP53 TREX1 TRMT10A TRMT5 TRPM3 TTC7A TTC8 TTPA TUB TULP1 TWNK TXNRD2 TYMS UBR1 UCP2 UQCC3 UQCRB UQCRC2 UQCRH USB1 USH2A USP48 USP8 VANGL1 VANGL2 VPS37D WARS2 WDR11 WFS1 WNT9B WRAP53 WRN WT1 XRCC4 YARS1 YIPF5 YY1 ZBTB20 ZFP57 ZFYVE26 ZIC2 ZMPSTE24 ZNF408 ZNF513 ZNF668 ZNRF3 HP_ABNORMAL_GLYCOSPHINGOLIPID_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_GLYCOSPHINGOLIPID_METABOLISM ARSA GLA GM2A HEXA HEXB MCOLN1 PSAP HP_ABNORMAL_GLYCOSYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_GLYCOSYLATION ALG1 ALG11 ALG12 ALG13 ALG2 ALG3 ALG6 ALG8 ATP6AP1 ATP6AP2 ATP6V0A2 ATP6V1A ATP6V1E1 B4GALT1 CAD CAMLG CCDC115 COG1 COG2 COG4 COG5 COG6 COG7 COG8 DDOST DOLK DPAGT1 DPM1 DPM2 DPM3 EDEM3 GALNT2 GET4 GORAB MAGT1 MAN1B1 MGAT2 MPDU1 MPI PGM1 PGM2L1 PMM2 RFT1 SLC35A2 SLC37A4 SLC39A8 SRD5A3 SSR4 STT3A STT3B TMEM199 HP_ABNORMAL_GONADOTROPIN_RELEASING_HORMONE_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_GONADOTROPIN_RELEASING_HORMONE_CONCENTRATION ANOS1 CCDC141 CHD7 DCC DUSP6 FEZF1 FGF17 FGF8 FGFR1 FLRT3 HESX1 HS6ST1 IL17RD NDNF PROK2 PROKR2 SEMA3A SOX10 SPRY4 TACR3 WDR11 HP_ABNORMAL_GRANULOCYTE_COUNT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_GRANULOCYTE_COUNT AARS1 ABCD4 ACP5 ADA ADA2 AGA AK2 AMN ANAPC1 AP3B1 AP3D1 ASXL1 ATRX BACH2 BCL11B BCOR BLNK BRAF BTK BTNL2 CAMK2B CAPN3 CARD10 CARD11 CARD9 CARS1 CASP10 CBL CD247 CD3D CD3E CD40 CD40LG CD79A CD79B CDC40 CDH23 CDSN CEBPE CHD7 CIITA CLPB COG4 CSF3R CTLA4 CUBN CXCR2 CXCR4 DCLRE1C DIAPH1 DNAJC21 DOCK8 EFL1 EIF2AK3 ELANE EPG5 ERCC2 ERCC3 ETV6 EXTL3 FANCA FANCC FANCD2 FANCE FANCG FANCI FAS FASLG FBXL4 FBXW7 FCGR3B FDX2 FIBP FIP1L1 FMO3 FNIP1 FOXP3 FUT8 G6PC3 GATA1 GATA2 GFI1 GINS1 GSS GTF2E2 GTF2H5 HAX1 HEATR3 HLA-DRB1 HSCB HTRA2 ICOS IFNG IGHM IGLL1 IKBKG IL1RN IL2RG IL36RN IL6ST IL7R IPO8 IRAK4 IRF2BP2 IRF8 ITCH JAGN1 JAK1 KIT KRAS LAMTOR2 LBR LIG4 LMBRD1 LRBA LRRC8A LYST MAD2L2 MDM4 MECOM MEFV MMAA MMAB MMACHC MMUT MPLKIP MSN MTRR MVK MYSM1 NABP1 NCAPG2 NDUFA6 NLRP1 NLRP3 NPM1 NR3C1 NRAS NUMA1 OTULIN PACS2 PCCA PCCB PDGFRA PDGFRB PGM3 PIK3CD PIK3CG PIK3R1 PML PNP PPIL1 PRDX1 PRF1 PRKAR1A PRKCD RAB27A RAC2 RAG1 RAG2 RARA RASGRP1 RBM8A RECQL4 RELB RFX5 RFXANK RFXAP RMRP RNF113A RNU4ATAC RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RUNX1 SAMD9 SAMD9L SASH3 SBDS SEC61A1 SF3B1 SH2D1A SLC27A4 SLC35A1 SLC35C1 SLC37A4 SLC39A7 SLC46A1 SMARCAL1 SMARCD2 SPI1 SPINK5 SREBF1 SRP19 SRP54 SRSF2 STAT1 STAT3 STAT5B STK4 STX11 STXBP2 TAFAZZIN TARS1 TBK1 TBL1XR1 TBX21 TCF3 TCIRG1 TCN2 TDP2 TERC TERT TET2 TFR2 TFRC TICAM1 TLR3 TLR8 TOM1 TONSL TP53 TPP2 TRAC TRAF3 TSR2 UBE2A UNC13D UNC93B1 USB1 USP48 USP8 VPS13B VPS33A VPS45 WAS WDR1 WIPF1 XIAP ZAP70 ZBTB16 ZNF341 ZNFX1 HP_ABNORMAL_GRANULOCYTOPOIETIC_CELL_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_GRANULOCYTOPOIETIC_CELL_MORPHOLOGY ASXL1 CSF3R CXCR2 CXCR4 GATA1 IRF8 KIT NUMA1 RARA RPL18 RPL26 SF3B1 SRSF2 TET2 HP_ABNORMAL_GREATER_SCIATIC_NOTCH_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_GREATER_SCIATIC_NOTCH_MORPHOLOGY ALG9 CEP120 CFAP410 COL11A1 COL2A1 DDRGK1 DNAJC21 DYM EXTL3 FGFR3 GPC3 GPC4 GPX4 GSC GUSB INTU MATN3 PCYT1A SBDS SLC26A2 SRP54 TRPV4 HP_ABNORMAL_GROWTH_HORMONE_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_GROWTH_HORMONE_LEVEL AIP CDH23 CDKN1A CDKN1B CDKN2B CDKN2C DSG1 GH1 GNAS GPR101 HPGD IGF1 KCNJ11 MARS2 MEN1 OTX2 PDE11A PMM2 POU1F1 PRKAR1A PROP1 ROBO1 SLCO2A1 TMEM67 HP_ABNORMAL_HAIRSHAFT_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_HAIRSHAFT_MORPHOLOGY AARS1 ASL ATP7A BCS1L CARS1 CDH3 CLCN6 DSG4 ERCC2 ERCC3 GAN GJA1 GTF2E2 GTF2H5 HEPHL1 KDF1 KRT25 KRT85 LMNA MARS1 MPLKIP NECTIN1 NECTIN4 PADI3 PEX1 PEX6 RNF113A SKIC2 SKIC3 SPINK5 ST14 TARS1 TCHH TGM3 TP63 WRN HP_ABNORMAL_HAIR_PATTERN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_HAIR_PATTERN ABCC9 ABCD1 ACTB ACTG1 ADA2 ADARB1 ADNP AEBP1 AGPAT2 AIFM1 ALDOA ALG11 ALG12 ALG9 ALMS1 ALX1 ALX3 ANKRD11 ANKRD17 ANTXR1 AP2M1 APC APC2 ARHGEF2 ARID1A ARID1B ARID2 ARX ASH1L ASXL1 ATP6V1B2 B3GAT3 BICRA BLM BRAF BRCA1 BRD4 BSCL2 CAMK2A CAMTA1 CAV1 CAVIN1 CBL CCDC22 CCNK CD96 CDC42BPB CDH1 CDH2 CDH3 CDK13 CDK5 CHD2 CHN1 CHRNG CHST3 CIT CLCN3 CNBP CNOT3 COG5 COG7 COL17A1 CPLX1 CPOX CREBBP CTBP1 CUL4B CWC27 DEAF1 DHX30 DLX4 DMPK DOCK6 DOCK7 DPF2 DPH2 DPM2 DSG4 EBP ECM1 EDEM3 EFNB1 EMC1 EP300 ERMARD EXOSC2 FAT4 FGD1 FGFR2 FGFR3 FGFRL1 FKRP FLNA FOS FOXP1 FRAS1 FREM1 FREM2 FRMD4A FRMPD4 GATA1 GDF11 GDF3 GDF6 GJA5 GJA8 GMPPA GNB2 GNE GRIP1 H1-4 H3-3A H4C5 HDAC4 HDAC8 HEATR3 HERC2 HNF1B HPGD HR HRAS HS2ST1 HSPG2 HUWE1 HYOU1 IFIH1 IFT140 IGF1 IKBKG IL2RA INSR INTU IRX5 ITGB4 JARID2 KCNH1 KCNJ8 KCNN3 KCTD1 KDM1A KDM4B KDM5C KMT2A KNSTRN KRAS KREMEN1 KRT81 KRT83 KRT85 KRT86 LAMB3 LETM1 LIG4 LMNA LMX1B LRP2 LRPPRC LZTR1 MAB21L1 MADD MAFB MAGEL2 MAN1B1 MAN2B1 MAP2K1 MAP2K2 MAP3K7 MAPK1 MAPRE2 MBD5 MED12 MED13L MED27 MEGF8 MEIS2 MEOX1 MID1 MKRN3 MRAS MYH3 MYO18B NANS NBN NECTIN4 NELFA NEPRO NEXMIF NF1 NFIX NIPBL NOTCH2 NOTCH3 NOVA2 NPAP1 NR3C1 NRAS NSD1 NSD2 NSUN2 NUDT2 OGT PACS1 PADI3 PEPD PEX1 PEX19 PEX6 PGAP1 PHF8 PIGG PIGK PIK3C2A PIK3CD POLA1 POLR1B POLR1C POLR1D PORCN PPARG PPP1CB PPP1R15B PPP2R1A PPP2R3C PQBP1 PRDM13 PRKD1 PTPN11 PWAR1 PWRN1 RAB18 RAB3GAP1 RAB3GAP2 RAD21 RAF1 RALGAPA1 RASA2 RBL2 RBM10 RERE RHOBTB2 RIT1 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RRAS RRAS2 SALL4 SATB1 SCN1A SCNM1 SETD2 SETD5 SH2B1 SHOC2 SIN3A SLC12A6 SLC25A24 SLC2A1 SLC35C1 SLC6A1 SLC9A7 SLCO2A1 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMO SMPD4 SNORD115-1 SNORD116-1 SOS1 SOS2 SOX11 SOX4 SPATA5L1 SPECC1L SPEN SPOP SPRED1 SPRED2 SRCAP SRY STAG2 STAMBP STT3A STXBP1 SVBP SYNGAP1 SYT1 TAF6 TBC1D20 TBC1D24 TBL1XR1 TBX15 TBX2 TCF12 TCF4 TCOF1 TECPR2 TFAP2A TGM3 THOC6 TMCO1 TP63 TRAC TRAF7 TRIO TRMT10A TRPM3 TSC1 TSR2 TTC5 TWIST1 TWIST2 UBE2A UBR1 UGP2 USB1 VPS13B VPS33A VPS51 WASHC5 WBP11 WNT4 WRN XRCC4 XYLT2 YY1 ZC4H2 ZIC1 ZMPSTE24 ZNF699 HP_ABNORMAL_HAIR_QUANTITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_HAIR_QUANTITY AARS1 ABCA12 ABCA5 ABCC9 ABCD1 ABHD5 ACD ACVR1 ADA ADAMTS2 ADAMTS3 ADAT3 ADNP AEBP1 AFF3 AFF4 AGPAT2 AHSG AIMP2 AIP AIRE AKT1 ALDH18A1 ALDH6A1 ALG9 ALMS1 ALOX12B ALOXE3 ALX1 ALX4 AMMECR1 ANAPC1 ANKRD11 ANOS1 ANTXR1 AP1B1 APC2 APCDD1 APOE AR ARHGAP31 ARID1A ARID1B ARID2 ARL3 ARL6 ARMC5 ARSB ARX ASH1L ASL ASPRV1 ASXL1 ASXL2 ASXL3 ATP2B1 ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 ATP7A ATR ATRIP ATRX AXIN2 AXL B3GALT6 B3GLCT B4GALT7 BANF1 BANK1 BAP1 BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCAS3 BCL11B BCORL1 BCS1L BGN BICRA BLK BLM BMP1 BMP15 BMP2 BNC1 BPTF BRAF BRCA1 BRD4 BRF1 BSCL2 BTD BTK BTNL2 C18orf32 C3orf52 C4A C4B CACNA1C CACNA1G CAMK2B CANT1 CAPN15 CARS1 CASR CASZ1 CAV1 CAVIN1 CBL CBS CCBE1 CCDC141 CCDC28B CCDC47 CD28 CDC42 CDC42BPB CDH1 CDH11 CDH2 CDH23 CDH3 CDK10 CDK5 CDKL5 CDKN2A CDON CDSN CENPE CENPJ CEP152 CEP19 CEP290 CEP57 CERS3 CERT1 CFAP418 CHD5 CHD7 CHMP1A CHRNA7 CHSY1 CKAP2L CLCN3 CLDN1 CLMP CLN3 CLP1 CNOT2 CNP COG4 COG7 COL11A1 COL17A1 COL18A1 COL3A1 COL7A1 COPB1 COX5A CPOX CR2 CREBBP CRIPT CSGALNACT1 CSNK2A1 CST6 CSTB CTC1 CTCF CTLA4 CTNNB1 CTNND1 CTSC CUL4B CWC27 CWF19L1 CYB5A CYP11B1 CYP17A1 CYP19A1 CYP4F22 DCAF17 DCLRE1B DCLRE1C DDB1 DDB2 DEAF1 DHX30 DHX37 DKC1 DLK1 DLL4 DLX3 DLX4 DMRT3 DMXL2 DNA2 DNAJC21 DNASE1 DNMT3A DOCK6 DOCK7 DOLK DPAGT1 DPF2 DPH1 DPH2 DPH5 DSC3 DSG1 DSG4 DSP DUSP6 DVL1 DVL3 DYNC2LI1 EBF3 EBP ECM1 EDA EDA2R EDAR EDARADD EDN3 EDNRA EDNRB EHMT1 EIF5A ELMO2 EMC10 EOGT EP300 EPS8L3 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ERLIN2 ESCO2 ETS1 EVC EVC2 EXOSC2 EXT1 EXT2 EZH2 FAM111B FAS FAT4 FBXO28 FBXO31 FCGR2B FCGR3B FEZF1 FGF10 FGF17 FGF3 FGF8 FGFR1 FGFR2 FHL1 FIG4 FLI1 FLII FLNA FMR1 FOS FOXE1 FOXL2 FOXN1 FOXP3 FRA10AC1 FRAS1 FREM1 FRMD4A FSHB FSHR FTL FUT8 FZD2 GABRA3 GABRD GATA1 GATA4 GATAD2B GJA1 GJA5 GJA8 GJB2 GJB3 GJB4 GJB6 GLB1 GLI1 GLI3 GNA11 GNA14 GNAS GNB2 GNE GNPTAB GNRH1 GNRHR GNS GPC3 GPC4 GPR101 GSN GTF2E2 GTF2H5 GTPBP2 GUSB H3-3B H6PD HDAC4 HDAC8 HEATR3 HECTD4 HEPHL1 HFE HGSNAT HID1 HIVEP2 HLA-B HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB1 HLCS HMGA2 HNRNPR HNRNPU HOXC13 HPD HPGD HR HRAS HRURF HS6ST1 HSD3B2 HSPA9 HSPG2 HTRA1 IDS IDUA IFT122 IFT140 IFT172 IFT27 IFT43 IFT52 IFT74 IGF1R IGHG1 IKBKG IL10 IL1RAPL1 IL2RA IL2RG IL6ST IL7R INSR IPO8 IQSEC2 IRAK1 IRF5 IRF6 IRX5 ITGA3 ITGAM ITGB4 ITGB6 JARID2 JAZF1 JUP KANK2 KANSL1 KAT6B KATNB1 KCNAB2 KCNH1 KCNJ8 KCNK4 KCNMA1 KCNN3 KCTD1 KDF1 KDM1A KDM4B KDM5C KDM6A KDSR KIAA0319L KIAA0753 KIF26A KIFBP KISS1 KISS1R KIT KLF13 KLHL24 KMT2A KMT2B KMT2D KNL1 KNSTRN KRAS KREMEN1 KRT10 KRT14 KRT16 KRT17 KRT25 KRT5 KRT6A KRT6B KRT71 KRT74 KRT81 KRT83 KRT85 KRT86 LAMA3 LAMB3 LAMC2 LEMD3 LHB LIFR LIG4 LIPH LIPN LMNA LMNB2 LORICRIN LPAR6 LRP1 LRPPRC LSS LTBP3 LTV1 LUZP1 LZTFL1 LZTR1 MAB21L1 MAF MAN2B1 MAP1B MAP2K1 MAP2K2 MAP3K1 MAP3K7 MAPK1 MAPK8IP3 MAPKAPK5 MAPRE2 MARS1 MASP1 MBD5 MBTPS2 MC1R MCCC2 MDM2 MECP2 MED12 MED13 MED25 MED27 MEG3 MEN1 MESD MGAT2 MGP MITF MKKS MKS1 MMP1 MMP14 MMP2 MMP23B MOGS MPLKIP MRAS MRPS22 MSH4 MSTO1 MSX1 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW MTX2 NAGLU NANS NBN NDST1 NDUFA12 NDUFA6 NDUFAF6 NECTIN1 NECTIN4 NEK1 NEPRO NEU1 NF1 NFIX NFKB1 NFKB2 NFKBIA NHLH2 NHP2 NIPAL4 NIPBL NKX6-2 NMNAT1 NOP10 NOTCH1 NOTCH2 NPHP1 NPM1 NR0B1 NR3C1 NR5A1 NRAS NSD1 NSDHL NSMF NSRP1 NSUN2 NTRK1 NUDT2 NUP107 NUP85 NUS1 NXN OCRL ODC1 OFD1 OGT ORC6 OTUD5 P4HA2 PACS1 PACS2 PADI3 PAPSS2 PARN PAX3 PCDHGC4 PCGF2 PCNT PDCD1 PDE11A PDGFRB PDPN PEPD PERP PEX1 PEX6 PEX7 PGM2L1 PHF6 PHF8 PHGDH PHIP PI4KA PIGL PIGN PIGU PIK3CD PIK3R1 PKP1 PLAA PLEC PLK4 PNPLA1 PNPLA6 POC1A POGZ POLR1B POLR1C POLR1D POLR3A POLR3H POP1 POR PORCN PPARG PPOX PPP1CB PPP1R15B PPP1R21 PPP2R3C PQBP1 PRDM16 PRIM1 PRKACA PRKACB PRKAR1A PRKCD PRKCZ PRKD1 PRKG2 PRMT7 PROK2 PROKR2 PRPS1 PRR12 PSMB8 PSMC3 PSMC3IP PSMD12 PTCH1 PTDSS1 PTEN PTPN11 PTPN22 PUF60 PXK PYCR1 RAB18 RAB3GAP1 RAB3GAP2 RAC1 RAD21 RAF1 RAG1 RAG2 RAI1 RASA2 RBBP8 RBM28 RBPJ RECQL RECQL4 RERE RHOA RIN2 RIPK4 RIT1 RMRP RNF113A RNF125 RNU12 RNU4ATAC ROR2 RPL10 RPL21 RPS23 RRAS RRAS2 RTEL1 RTL1 RUSC2 SASH1 SAT1 SATB2 SCAPER SCLT1 SCN4A SDCCAG8 SDR9C7 SEC23A SEMA3E SETBP1 SETD2 SETD5 SF3B4 SGSH SHOC2 SHROOM4 SKI SKIC2 SKIC3 SLC1A4 SLC25A12 SLC25A24 SLC27A4 SLC29A3 SLC30A2 SLC39A4 SLC7A7 SLCO2A1 SLITRK1 SMAD4 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCD2 SMARCE1 SMC1A SMC3 SMCHD1 SMO SMPD4 SMS SNAI2 SNRPE SNX14 SOS1 SOS2 SOX10 SOX11 SOX18 SOX4 SOX6 SOX9 SPATA5 SPEN SPIDR SPINK5 SPOP SPP1 SPRED2 SPRTN SPRY4 SPTBN1 SRA1 SRCAP SRD5A3 SREBF1 SRY ST14 STAG1 STAT4 STING1 STUB1 SUCLA2 SULT2B1 SUZ12 TAC3 TACR3 TAF1 TAF6 TALDO1 TARS1 TASP1 TBC1D20 TBCD TBCK TBX15 TBX3 TCOF1 TERC TERT TFAP2A TFE3 TGM1 TGM3 THUMPD1 TINF2 TLK2 TLR7 TMCO1 TMEM147 TMEM94 TNFAIP3 TNFRSF1B TNFSF4 TNIP1 TOE1 TOGARAM1 TP53 TP63 TRAC TRAF6 TRAIP TRAPPC10 TRAPPC9 TREX1 TRIM32 TRIM8 TRIO TRMT1 TRMT10A TRPS1 TRPV3 TSPEAR TSR2 TTC5 TTC7A TTC8 TTI2 TUBB TUBGCP2 TWIST1 TWIST2 TYMS UBA2 UBE2A UBE2L3 UBE3B UBE4B UBR1 UBR7 UFC1 UGDH UGP2 UQCC2 UQCRFS1 UROD UROS USB1 USP48 USP8 USP9X VAC14 VAMP7 VDR VPS13B VPS33A VPS37A WAC WARS1 WASHC4 WBP11 WDPCP WDR11 WDR19 WDR35 WDR81 WLS WNT10A WNT10B WNT4 WNT5A WRAP53 WRN WT1 WWOX XPA XPC XRCC4 XYLT1 ZBTB20 ZFPM2 ZIC2 ZMPSTE24 ZMYND11 ZNF292 ZNF341 ZNF407 ZNF699 ZNF711 ZNRF3 ZPR1 ZSWIM7 HP_ABNORMAL_HAIR_WHORL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_HAIR_WHORL CAMK2A CAMTA1 CREBBP EP300 FLNA FOXP1 FRMPD4 HDAC4 HERC2 IFT140 IRX5 LMNA MAGEL2 MAN1B1 MED12 MED13L MED27 MKRN3 NPAP1 OGT POLA1 PPP2R1A PPP2R3C PWAR1 PWRN1 SNORD115-1 SNORD116-1 STAMBP TCF4 TRAF7 TRIO UBE2A UBR1 WRN YY1 HP_ABNORMAL_HALLUX_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_HALLUX_MORPHOLOGY ABCC9 ACAN ACTB ACVR1 ADNP AEBP1 AKT1 ALDH6A1 ASPH ATL3 ATP6V1B2 B3GALT6 B3GAT3 BAZ1B BCL7B BCOR BHLHA9 BMP2 BMPR1B BPTF BUD23 C2CD3 CANT1 CCDC22 CDKL5 CHST11 CHST3 CHSY1 CLIP2 COL1A1 COL1A2 COL2A1 CPLANE1 CPLX1 CREBBP CSNK2A1 CTBP1 CTCF CWC27 DACT1 DLX5 DNAJC30 DNM1L DPM1 DYRK1A EBP EFNB1 EIF4A3 EIF4H ELN EP300 ERF ERMARD FAM20C FGF9 FGFR1 FGFR2 FGFR3 FGFRL1 FHL1 FIBP FIG4 FKBP6 FLI1 FLNA GATA4 GATA6 GBA1 GCH1 GDF5 GJA1 GJA5 GJA8 GLI3 GNAI1 GNE GPC4 GTF2I GTF2IRD1 GTF2IRD2 H4C9 HEATR3 HNRNPR HOXA13 HOXD13 HSPB1 HSPB8 HYLS1 IFT122 IFT172 IHH IL11RA IMPDH2 ITCH KAT6A KAT6B KCNH1 KCNJ8 KCNMA1 KCNN3 KIAA0753 KIF7 KMT2A KMT2B KMT2D LBR LETM1 LIMK1 LMBR1 LRP4 MAP3K20 MED12 MEGF8 MEIS2 METTL27 MFN2 MGP MLXIPL MYH3 NAA10 NBAS NCF1 NEK1 NELFA NFIX NKX2-5 NKX2-6 NKX3-2 NOG NONO NPR2 NPR3 NR4A2 NSD2 NUP107 NXN PCDHGC4 PDE4D PIGG PIGO PITX1 POLR3GL PPP2R1A PRDM5 PRKAR1A PSMB8 PTEN PTH1R PTHLH PTRH2 PUF60 PYCR2 RAB23 RBBP8 RFC2 RHOA ROBO1 ROR2 SALL1 SALL4 SATB2 SCARF2 SCNM1 SETBP1 SF3B4 SIAH1 SLC16A2 SLC29A3 SMARCA2 SMC1A SMO SMS SOX5 SOX9 SRY STX1A SUMF1 TAF6 TBC1D2B TBL2 TBR1 TBX1 TCF12 TMEM270 TNNT3 TP63 TPR TRPM3 TTI2 TWIST1 UBE2A USP7 USP9X VAC14 VPS37D WDPCP YY1 ZEB2 ZMIZ1 ZNF469 ZNF668 ZSWIM6 HP_ABNORMAL_HALLUX_PHALANX_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_HALLUX_PHALANX_MORPHOLOGY ABCC9 ACTB ACVR1 BHLHA9 BMP2 C2CD3 CANT1 CREBBP CTCF DACT1 EFNB1 EP300 FGFR1 FGFR2 FIG4 FLI1 GATA4 GLI3 GPC4 HOXD13 HYLS1 IFT122 IHH KCNJ8 KIAA0753 KIF7 LMBR1 MAP3K20 NEK1 NXN PTHLH RAB23 ROR2 SALL1 SALL4 SATB2 SMO SUMF1 TBR1 TWIST1 VAC14 HP_ABNORMAL_HAND_BONE_OSSIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_HAND_BONE_OSSIFICATION ABCC6 ARSL B3GALT6 BGN BMPR1B CANT1 CBFB CHST3 COL2A1 DDR2 EBP ENPP1 EXOC6B EXTL3 FLNA FLNB GDF5 GPC3 GPC4 HOXA13 IHH LEMD3 LONP1 MATN3 MBTPS1 NANS PDE4D PIGV PTCH1 PTH1R RMRP SETD2 SLC10A7 SLC34A2 SLC35B2 SLC35D1 TONSL TRIP11 TRPV4 UFSP2 XYLT1 HP_ABNORMAL_HAND_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_HAND_MORPHOLOGY ABCA12 ABCC6 ABCC8 ABCC9 ABL1 ACAN ACOX1 ACP5 ACTB ACTG1 ACTL6B ACVR1 ADA2 ADAMTS10 ADAMTSL2 ADGRG6 ADNP AFF2 AFF4 AGO2 AGPAT2 AHI1 AHSG AIFM1 AIP AKT1 AKT3 ALDH18A1 ALDH1A2 ALG12 ALG13 ALG6 ALG9 ALMS1 ALOX12B ALOXE3 ALX1 ALX3 AMER1 AMMECR1 ANAPC1 ANKRD11 ANKRD55 ANTXR2 AP1G1 APC APC2 ARCN1 ARHGAP31 ARID1A ARID1B ARID2 ARL13B ARL3 ARL6 ARMC9 ARSB ARSL ARVCF ARX ASAH1 ASNS ASPH ASXL1 ASXL2 ASXL3 ATG7 ATL1 ATL3 ATN1 ATP2B1 ATP6V1B2 ATP6V1E1 ATP7A ATR ATRIP ATRX AUTS2 B3GALT6 B3GAT3 B3GLCT B9D1 B9D2 BANF1 BAP1 BAZ1B BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCL7B BCOR BCR BGN BHLHA9 BICD2 BICRA BLM BLTP1 BMP2 BMP4 BMP6 BMPR1B BPNT2 BPTF BRAF BRAT1 BRCA1 BRCA2 BRD4 BRF1 BRIP1 BSCL2 BTRC BUB1 BUB1B BUB3 BUD23 C2CD3 CACNA2D1 CAMK2G CAMTA1 CANT1 CASK CASZ1 CAV1 CAVIN1 CBFB CBL CBY1 CC2D2A CCBE1 CCDC22 CCDC28B CCDC32 CCDC47 CCDC8 CCND2 CCNK CCNQ CD247 CD96 CDC42 CDC42BPB CDC45 CDC6 CDH11 CDH3 CDK10 CDK5 CDKL5 CDKN1C CDT1 CENPE CENPJ CEP104 CEP120 CEP152 CEP19 CEP290 CEP41 CEP55 CEP57 CFAP418 CHD7 CHN1 CHRNA1 CHRNA7 CHRND CHRNG CHST11 CHST3 CHSY1 CHUK CIBAR1 CILK1 CITED2 CKAP2L CLCN3 CLCN7 CLIP2 CNOT1 CNOT2 CNOT3 CNTN1 CNTNAP1 COASY COG1 COG4 COG5 COG7 COG8 COL10A1 COL11A1 COL11A2 COL17A1 COL25A1 COL27A1 COL2A1 COL3A1 COL7A1 COL9A1 COL9A2 COL9A3 COMP COMT COX4I1 CPLANE1 CPLX1 CREBBP CRIPT CRKL CRLF1 CSGALNACT1 CSNK2A1 CSPP1 CTBP1 CTCF CTDP1 CTNND2 CTSC CTSD CTSK CTU2 CUL3 CUL4B CUL7 CWC27 DACT1 DCHS1 DDR2 DDX11 DDX59 DEAF1 DHCR7 DHODH DHPS DLK1 DLL4 DLX3 DLX5 DLX6 DMXL2 DNA2 DNAJC30 DNMT3A DOCK6 DOK7 DONSON DPAGT1 DPF2 DPH1 DPH2 DPM1 DPYSL5 DSP DST DVL1 DVL3 DYM DYNC1H1 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLT2B EBP EDA EDA2R EED EFNB1 EFTUD2 EGR2 EIF2AK3 EIF4A3 EIF4H ELN EMG1 EN1 ENPP1 EOGT EP300 EPB41L1 EPS15L1 ERCC4 ERCC6 ERCC8 ESCO2 EVC EVC2 EXOC6B EXT1 EXT2 EXTL3 EZH2 FAM149B1 FAM50A FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAT4 FBLN1 FBN1 FBN2 FBXL3 FBXO11 FBXO28 FBXW4 FERMT1 FGD1 FGF10 FGF16 FGF9 FGFR1 FGFR2 FGFR3 FGFRL1 FIBP FIG4 FKBP6 FLI1 FLII FLNA FLNB FLT4 FMR1 FN1 FOS FOXP2 FRA10AC1 FRAS1 FTSJ1 FZD2 GABBR2 GABRD GALNS GALNT2 GAN GATA1 GATA4 GATA5 GATA6 GDAP1 GDF1 GDF5 GGCX GJA1 GJA5 GJA8 GJB2 GJB6 GLB1 GLE1 GLI1 GLI2 GLI3 GMNN GNAO1 GNAS GNAS-AS1 GNB1 GNB2 GNPTAB GP1BB GPC3 GPC4 GPR101 GPX4 GRB10 GRIK2 GRIN1 GRM7 GTF2I GTF2IRD1 GTF2IRD2 GTPBP2 GUSB H19 H3-3B H4C3 HDAC4 HDAC6 HDAC8 HEATR3 HEPACAM HERC1 HERC2 HESX1 HFE HHAT HIC1 HINT1 HIRA HMGA2 HNRNPA1 HNRNPH1 HNRNPK HNRNPR HOXA11 HOXA13 HOXD13 HPGD HRAS HSD17B4 HSPB1 HSPG2 HTT HUWE1 HYLS1 IDH1 IDS IFIH1 IFT122 IFT140 IFT172 IFT27 IFT43 IFT52 IFT57 IFT74 IFT80 IGF1 IGF1R IGF2 IHH IKBKG IL2RA IL2RB INPP5E INPP5K INPPL1 INSR INTU IQCE IQSEC2 IRF6 IRX5 ITGB4 ITGB6 JAG1 JMJD1C JPH1 JUP KAT6B KAT8 KATNIP KCNA1 KCNAB2 KCNH1 KCNJ11 KCNJ2 KCNJ5 KCNJ8 KCNK4 KCNN3 KCTD1 KDM1A KDM4B KDM5C KDM6A KDM6B KDR KIAA0586 KIAA0753 KIAA0825 KIDINS220 KIF15 KIF1A KIF21A KIF22 KIF5C KIF7 KIFBP KIT KL KLF13 KLHL15 KMT2A KMT2B KMT2D KNSTRN KPTN KRAS KRT1 KRT5 L1CAM LAMA3 LAMA5 LAMB3 LAMC2 LAS1L LBR LEMD3 LETM1 LHX3 LHX4 LIFR LIG4 LIMK1 LMBR1 LMNA LMNB2 LMX1B LONP1 LRP4 LRP5 LSS LTBP1 LTBP2 LTBP3 LUZP1 LZTFL1 LZTR1 MACROH2A1 MAD2L2 MADD MAF MAFB MAGEL2 MAN1B1 MAN2C1 MAP1B MAP2K1 MAP3K20 MAP3K7 MAPK1 MAPK8IP3 MAPRE2 MAPT MASP1 MATN3 MBD5 MBTPS1 MBTPS2 MCM3AP MCTP2 MECOM MECP2 MED12 MED25 MEF2C MEG3 MEGF8 MEIS2 MEN1 METTL27 MGAT2 MGP MIA3 MIR140 MIR17HG MITF MKKS MKRN3 MKS1 MLXIPL MMP1 MMP14 MMP2 MMP23B MOGS MORC2 MPV17 MPZ MRAS MRPS28 MSL3 MTFMT MTOR MTX2 MUSK MYBPC1 MYCN MYH3 MYL11 MYMK MYMX MYOD1 MYSM1 NAA10 NAA20 NALCN NANS NARS2 NCF1 NDN NDRG1 NEB NEDD4L NEFL NEK1 NEK9 NELFA NEPRO NEUROD2 NEXMIF NF1 NFIX NGLY1 NHS NIN NIPBL NKX2-5 NKX2-6 NKX3-2 NOG NONO NOTCH1 NOTCH2 NPAP1 NPHP1 NPR2 NPR3 NRAS NSD1 NSD2 NSDHL NSUN2 NTNG1 NTRK1 NUP107 NUP37 NUP85 NXN OBSL1 OCA2 ODC1 OFD1 OGT OPA3 ORC1 ORC4 ORC6 OTUD5 P3H1 PACS1 PACS2 PAFAH1B1 PAH PAICS PALB2 PAX3 PCDHGC4 PCGF2 PCNT PCYT1A PDE3A PDE4D PDE6D PDGFRB PDPN PEX1 PEX6 PEX7 PGAP2 PGAP3 PHF21A PHF6 PHF8 PHGDH PHIP PHOX2A PHYH PI4KA PIBF1 PIEZO2 PIGB PIGF PIGG PIGH PIGL PIGN PIGO PIGP PIGQ PIGS PIGV PIGW PIGY PIK3C2A PIK3CA PIK3CD PIK3R1 PIK3R2 PITX1 PKDCC PLAA PLAG1 PLK4 PLOD3 PLXND1 PMP22 PNKP PNPLA6 POC1A POLA1 POLR3A POR PORCN POU1F1 PPARG PPM1D PPP1R21 PPP2R1A PPP2R3C PQBP1 PRDM16 PRG4 PRIM1 PRKACA PRKACB PRKAR1A PRKCZ PRKDC PRKG2 PRMT7 PROP1 PRR12 PRX PSMD12 PTCH1 PTDSS1 PTEN PTF1A PTH1R PTHLH PTPN11 PTPN2 PTPN22 PTRH2 PUF60 PUM1 PWAR1 PWRN1 QRICH1 RAB11B RAB18 RAB23 RAB33B RAB3GAP1 RAB3GAP2 RAC1 RAD21 RAD51 RAD51C RAF1 RAI1 RASA2 RB1 RBBP8 RBM10 RBM28 RBM8A RBPJ RECQL RECQL4 RERE RETREG1 REV3L RFC2 RFWD3 RIGI RIPK4 RIT1 RMRP RNF13 RNF2 RNF216 RNU4ATAC ROBO1 ROR2 RPGRIP1 RPGRIP1L RPL10 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS6KA3 RPS7 RRAS RRAS2 RREB1 RSPO2 RSPRY1 RTL1 RUNX2 RYR3 SALL1 SALL4 SAMD9 SATB1 SATB2 SBF2 SC5D SCAPER SCARF2 SCLT1 SCN1B SCN2A SCN9A SCNM1 SCUBE3 SCYL2 SDCCAG8 SDHB SDHC SEC24C SEM1 SEMA3E SEMA5A SETBP1 SETD2 SF3B2 SF3B4 SH2B1 SH3PXD2B SHANK3 SHH SHMT2 SHOX SIAH1 SIK1 SIK3 SIL1 SIM1 SIN3A SKI SLC10A7 SLC25A22 SLC25A24 SLC26A2 SLC2A10 SLC32A1 SLC34A2 SLC35B2 SLC35D1 SLC39A13 SLC52A2 SLC6A17 SLC6A9 SLC9A7 SLCO2A1 SLX4 SMAD4 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMG9 SMO SMOC1 SNIP1 SNORD115-1 SNORD116-1 SNRPB SNRPN SON SOS1 SOS2 SOST SOX11 SOX4 SOX6 SOX9 SPARC SPART SPECC1L SPEN SPOP SPRED1 SPRED2 SPTLC2 SRCAP SRY STAG1 STAG2 STAMBP STAT4 STX16 STX1A SUFU SUZ12 SVBP SYNE1 TBC1D24 TBCE TBL1XR1 TBL2 TBR1 TBX1 TBX15 TBX22 TBX3 TBX4 TBX5 TCF12 TCF20 TCF4 TCTN1 TCTN2 TCTN3 TELO2 TFAP2A TFAP2B TFE3 TGDS TGFBR1 TGM1 TMCO1 TMEM107 TMEM138 TMEM147 TMEM216 TMEM218 TMEM231 TMEM237 TMEM270 TMEM53 TMEM67 TMEM94 TNNI2 TNNT3 TOGARAM1 TONSL TOPORS TOR1A TP63 TPM2 TPR TRAIP TRAPPC2 TRAPPC9 TREX1 TRIM32 TRIM8 TRIO TRIP11 TRIP13 TRPM3 TRPS1 TRPV3 TRPV4 TRRAP TSR2 TTC21B TTC8 TUBA1A TUBB2B TUBB3 TWIST1 TWIST2 TXNDC15 UBA2 UBE2T UBE3A UBE3B UBE4B UBR1 UFD1 UFSP2 UNC80 USP7 USP9X VAC14 VPS13B VPS33B VPS35L VPS37D WAC WASHC5 WDPCP WDR11 WDR19 WDR35 WDR4 WDR73 WDR81 WIPI2 WNK1 WNT10B WNT5A WNT7A WRN WWOX XRCC2 XRCC4 XYLT1 YWHAE YY1AP1 ZBTB20 ZC4H2 ZEB2 ZFPM2 ZIC1 ZIC3 ZMIZ1 ZMPSTE24 ZMYM2 ZNF141 ZNF292 ZNF423 ZNF462 ZNF699 HP_ABNORMAL_HARD_PALATE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_HARD_PALATE_MORPHOLOGY AMMECR1 DVL1 GLI2 LRP5 PDE11A PRKAR1A PRR12 SHH SNRPB TP63 WNT5A ZBTB20 ZEB2 HP_ABNORMAL_HDL_CHOLESTEROL_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_HDL_CHOLESTEROL_CONCENTRATION ABCA1 ALMS1 APOA1 APOA5 APOB APOC3 APOE CELA2A CEP19 CETP CREB3L3 GALNT2 GPIHBP1 LCAT LIPA LIPC LMNA MSMO1 MTTP PPARG PSMB8 SLC25A13 SLC7A7 SMPD1 HP_ABNORMAL_HEAD_BLOOD_VESSEL_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_HEAD_BLOOD_VESSEL_MORPHOLOGY ABCC6 ABCG5 ABCG8 ANTXR1 APOB ARVCF ASAH1 BAZ1B BCL7B BEST1 BUD23 CLIP2 COL4A1 COMT CTSA CYP1B1 DARS1 DNAJC30 EFEMP1 EIF4H ELN ENPP1 F12 FKBP6 FUCA1 FZD4 GALC GLB1 GM2A GP1BB GTF2I GTF2IRD1 GTF2IRD2 HEXA HEXB HIRA HOXA1 IGFBP7 JMJD1C LDLR LDLRAP1 LIMK1 LMX1B LRP5 METTL27 MLXIPL MT-ATP6 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MYOC NCF1 NDE1 NDP NEK1 NEU1 NF1 PCSK9 POLR3A PRPF3 PSAP PTDSS1 RFC2 RREB1 SEC24C SELENOI SMPD1 STX1A TBL2 TBX1 TMEM231 TMEM270 TULP1 UFD1 VPS37D YME1L1 HP_ABNORMAL_HEAD_MOVEMENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_HEAD_MOVEMENTS AARS1 ALS2 CACNA1A CACNA1H DLAT EIF2AK2 FMR1 FUS GABRA1 GABRB3 GABRG2 GAMT GJC2 GPR88 HIBCH HSPD1 JRK KARS1 KIF1C LAMA1 LMNB1 MAPT NAA10 NKX6-2 PEX10 PI4KA PIGT PLP1 PRNP RNU12 SIGMAR1 SLC2A1 SPG11 SPTBN1 SPTLC1 TMEM63A UCHL1 VAMP1 VPS13A HP_ABNORMAL_HEART_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_HEART_MORPHOLOGY AARS1 AARS2 ABCA1 ABCC6 ABCC8 ABCC9 ABCD4 ABCG5 ABCG8 ABHD5 ABL1 ACAD8 ACAD9 ACADM ACADS ACADVL ACSL4 ACTA1 ACTA2 ACTB ACTC1 ACTG2 ACTN2 ACVR2B ADA2 ADAM17 ADAMTS10 ADAMTS19 ADAMTS3 ADAR ADAT3 ADCY5 ADK ADNP ADORA2A AEBP1 AFF4 AGGF1 AGK AGL AGO2 AGPAT2 AGR2 AHCY AHI1 AIP AKT3 ALDH18A1 ALDH1A2 ALG1 ALG12 ALG3 ALG5 ALG8 ALG9 ALKBH8 ALMS1 ALPK3 ALX1 ALX3 AMER1 AMMECR1 ANAPC7 ANK1 ANKRD1 ANKRD11 ANKS6 ANO5 APC2 APOB ARCN1 ARF1 ARFGEF2 ARHGAP31 ARID1A ARID1B ARID2 ARL13B ARL2BP ARL3 ARL6 ARMC9 ARSB ARSK ARSL ARVCF ARX ASCC1 ASXL1 ASXL2 ATAD3A ATIC ATN1 ATP13A3 ATP1A2 ATP1A3 ATP2B1 ATP5F1A ATP5F1D ATP5F1E ATP5MK ATP6AP2 ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 ATP9A ATPAF1 ATPAF2 ATRX AUTS2 B2M B3GALT6 B3GAT3 B3GLCT B9D1 B9D2 BAG3 BAG5 BANF1 BAP1 BAZ1B BBS1 BBS2 BCAS3 BCL7B BCOR BCR BCS1L BGN BICC1 BICRA BIN1 BLTP1 BMP2 BMP6 BMPR1A BMPR2 BOLA3 BRAF BRCA1 BRCA2 BRCC3 BRD4 BRF1 BRIP1 BSCL2 BTK BUB1 BUB1B BUB3 BUD23 C1QBP C2CD3 C4A CACNA1A CACNA1C CACNA1D CACNA1S CALCRL CALM2 CALM3 CAMK2A CANT1 CAP2 CAPN15 CARS1 CASK CASQ2 CASZ1 CAV1 CAV3 CAVIN1 CBL CBS CBY1 CC2D2A CCBE1 CCDC103 CCDC174 CCDC22 CCDC28B CCDC32 CCDC39 CCDC40 CCDC47 CCDC65 CCND1 CCND2 CCNO CCNQ CCR1 CD96 CDC42 CDC42BPB CDC45 CDH2 CDH23 CDK10 CDK13 CDK8 CDKL5 CDKN1C CDON CENPE CEP104 CEP120 CEP290 CEP41 CEP57 CFAP221 CFAP298 CFAP300 CFAP45 CFAP52 CFAP53 CFAP74 CFC1 CFTR CHD3 CHD4 CHD7 CHKB CHMP1A CHRM3 CHRNA1 CHRND CHRNG CHST14 CHST3 CHUK CIROP CISD2 CITED2 CKAP2L CLCN3 CLCN7 CLCNKB CLEC7A CLIC2 CLIP2 CLN3 CLPB COA5 COA6 COA8 COG1 COG6 COG7 COL11A1 COL18A1 COL1A1 COL1A2 COL25A1 COL2A1 COL3A1 COL5A1 COL5A2 COL7A1 COLQ COMT COQ2 COQ4 COQ7 COQ9 COX10 COX14 COX15 COX16 COX5A COX6B1 COX7B CPE CPLANE1 CPLX1 CPT1A CPT2 CRB2 CREBBP CRELD1 CRKL CRLS1 CRYAB CSGALNACT1 CSNK2A1 CSPP1 CSRP3 CTBP1 CTCF CTLA4 CTNNA3 CTU2 CUL3 CUX1 CWC27 CXCR2 CXCR4 CYP27A1 D2HGDH DACT1 DAXX DCAF8 DCHS1 DCPS DDX11 DDX3X DDX59 DDX6 DEF6 DES DGCR2 DGCR6 DGCR8 DHCR7 DISP1 DLD DLK1 DLL1 DLL4 DMD DMPK DMXL2 DNA2 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB11 DNAJB13 DNAJB4 DNAJC19 DNAJC21 DNAJC30 DNAL1 DNAL4 DNASE1 DNASE1L3 DNMT3A DOCK6 DOHH DOLK DPF2 DPH1 DPH2 DPH5 DPM3 DPYSL5 DRC1 DSC2 DSE DSG1 DSG2 DSP DST DTNA DVL3 DYNC2I1 DYNC2LI1 DYRK1A DYSF DZIP1 EBP ECE1 ECHS1 EDNRA EFEMP2 EFL1 EFTUD2 EGFR EHMT1 EIF2AK3 EIF2AK4 EIF4H ELAC2 ELN EMD ENPP1 EOGT EP300 EPB42 EPCAM EPG5 EPHB4 ERAP1 ERBB3 ERCC1 ERCC2 ERCC3 ERCC4 ERCC6 ERCC8 ERGIC1 ERMARD ESCO2 ESPN ESS2 EVC EVC2 EXOC2 EXT2 EXTL3 EYA4 FADD FAH FAM149B1 FAN1 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAS FASTKD2 FAT4 FBLN5 FBN1 FBN2 FBXL4 FBXW11 FCGR2A FCGR2B FDFT1 FGF13 FGF8 FGFR1 FGFR2 FGFR3 FGFRL1 FH FHL1 FHL2 FHOD3 FIBP FIG4 FKBP6 FKRP FKTN FLAD1 FLCN FLI1 FLNA FLNB FLNC FLT4 FMN2 FMR1 FNIP1 FOCAD FOS FOXC1 FOXC2 FOXE3 FOXF1 FOXH1 FOXJ1 FOXP1 FOXP2 FOXRED1 FRA10AC1 FRAS1 FREM1 FRMD5 FTCD FTO FUCA1 FUT8 FXN FZR1 G6PC3 GAA GABRD GALNS GANAB GAS1 GAS2L2 GAS8 GATA1 GATA3 GATA4 GATA5 GATA6 GATAD1 GATB GATC GBA1 GBE1 GCK GDF1 GDF3 GDF6 GET3 GJA1 GJA5 GJA8 GLA GLB1 GLI1 GLI2 GLI3 GLRX5 GMPPB GNAI2 GNAO1 GNB2 GNB5 GNE GNPAT GNPTAB GNS GP1BB GPC3 GPC4 GPC6 GPR101 GPX4 GRB10 GRIN1 GRM7 GSN GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GTPBP3 GUSB GYG1 GYS1 H3-3A H3-3B H4C3 H4C9 HAAO HACD1 HADH HADHA HADHB HAMP HAND2 HBA1 HBA2 HBB HCCS HCN4 HDAC4 HDAC8 HEATR3 HES7 HEXB HEY2 HFE HGD HGSNAT HIBCH HIRA HJV HLA-B HLA-DPA1 HLA-DPB1 HLA-DRB1 HMGCL HNRNPA1 HNRNPA2B1 HNRNPH2 HNRNPK HNRNPR HNRNPU HOXA13 HOXD13 HPS1 HRAS HSD11B2 HSD17B10 HSPA9 HSPG2 HYDIN HYLS1 HYMAI IDH1 IDH2 IDS IDUA IFIH1 IFNG IFNGR1 IFT122 IFT140 IFT172 IFT27 IFT74 IFT81 IGBP1 IGF1R IGF2 IKZF1 IL10 IL12A IL12A-AS1 IL12B IL17F IL17RA IL17RC IL23R IL6 INPP5E INS INSR INTS1 INTU INVS IPO8 IRAK1 IRF4 IRF6 IRX5 ITGA7 ITK ITPA JAG1 JAG2 JAM3 JMJD1C JPH2 JUP KANSL1 KAT5 KAT6A KAT6B KAT8 KATNB1 KATNIP KBTBD13 KCNA1 KCNAB2 KCNE5 KCNH1 KCNJ11 KCNJ2 KCNJ5 KCNJ8 KCNQ1 KCNQ1OT1 KCTD1 KDM1A KDM3B KDM5B KDM6A KDR KIAA0586 KIAA0753 KIF11 KIF15 KIF20A KIF3B KIF7 KIFBP KLF1 KLHL24 KLHL41 KLRC4 KMT2A KMT2C KMT2D KRAS KYNU LACC1 LAMA2 LAMA3 LAMA4 LAMA5 LAMB2 LAMB3 LAMC2 LAMP2 LARP7 LARS2 LBR LCK LDB3 LDLR LDLRAP1 LEMD2 LEMD3 LETM1 LIAS LIMK1 LIMS2 LMBRD1 LMNA LMNB1 LMOD1 LMOD2 LONP1 LOX LRP12 LRP2 LRP5 LRPPRC LRRC56 LSM11 LTBP1 LTBP2 LTBP3 LTBP4 LUZP1 LYST LZTFL1 LZTR1 MACF1 MAD2L2 MAF MAGEL2 MAP1B MAP2K1 MAP2K2 MAP3K20 MAP3K7 MAPK1 MAPKAPK5 MASP1 MAT2A MBTPS2 MC2R MCIDAS MCM10 MCTP2 MED11 MED12 MED13L MED23 MED25 MEFV MEG3 MEGF8 MEIS2 MEN1 MEOX1 METTL27 METTL5 MFAP5 MGAT2 MGME1 MGP MIB1 MICOS13 MICU1 MID1 MIF MIPEP MIR17HG MKKS MKS1 MLH1 MLH3 MLX MLXIPL MLYCD MMACHC MMP1 MMP14 MMP2 MMP21 MMP23B MMUT MNS1 MOGS MPDZ MPL MPLKIP MRAP MRAS MRPL3 MRPL44 MRPS14 MRPS22 MSH2 MSH6 MSX1 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TC MT-TE MT-TF MT-TH MT-TK MT-TL1 MT-TN MT-TQ MT-TS1 MT-TS2 MT-TT MT-TV MT-TW MTFMT MTO1 MTTP MTX2 MYBPC3 MYCN MYH11 MYH3 MYH6 MYH7 MYH8 MYL2 MYL3 MYLK MYLK2 MYMK MYO18B MYOCD MYOT MYOZ2 MYPN MYRF MYSM1 NAA10 NAA20 NADSYN1 NAE1 NAGA NAGLU NAXD NBAS NCAPG2 NCF1 NDE1 NDUFA1 NDUFA10 NDUFA11 NDUFA2 NDUFA6 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB7 NDUFB9 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NEB NECTIN1 NEDD4L NEK1 NEK10 NEK8 NEK9 NELFA NEU1 NEUROD2 NEXN NF1 NFE2L2 NFIX NFS1 NHLRC2 NIPA1 NIPA2 NIPBL NKAP NKX2-1 NKX2-5 NKX2-6 NME5 NME8 NNT NOD2 NODAL NONO NOTCH1 NOTCH2 NOTCH3 NPHP3 NPPA NPR3 NR2F2 NRAS NSD1 NSD2 NSDHL NSMCE2 NUBPL NUP107 NUP155 NUP188 NXN OCLN ODAD1 ODAD2 ODAD3 ODAD4 OFD1 OGT OPA1 OTUD5 OTUD6B OTX2 P4HA2 PACS1 PACS2 PAH PAK2 PALB2 PAM16 PARS2 PAX3 PBX1 PCCA PCCB PCGF2 PCNT PCSK9 PDE11A PDE6D PDGFRA PDHA1 PDPN PDX1 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PGAP1 PGAP2 PGM1 PHGDH PHKA2 PHKG2 PHYH PI4KA PIBF1 PIEZO1 PIEZO2 PIGA PIGF PIGG PIGL PIGN PIGO PIGP PIGQ PIGS PIGT PIGV PIK3CA PIK3R2 PKD1 PKD1L1 PKD2 PKDCC PKP2 PLAGL1 PLCH1 PLD1 PLEC PLN PLOD1 PLVAP PLXND1 PMM2 PMS1 PMS2 PNKP PNPLA2 POGZ POLA1 POLG POLG2 POLR1A POLR3A POMGNT1 POMK POMT1 POMT2 POR PORCN PPA2 PPARG PPCS PPFIBP1 PPM1D PPP1CB PPP1R21 PPP2CA PPP2R5D PQBP1 PRDM13 PRDM16 PRDM5 PRG4 PRIM1 PRKACA PRKACB PRKAG2 PRKAR1A PRKCZ PRKD1 PRKG1 PRR12 PRRX1 PRTN3 PRUNE1 PSEN1 PSEN2 PSMB8 PSMC1 PSMD12 PTCH1 PTEN PTF1A PTPN11 PTPN14 PTPN22 PUF60 PURA PYGL PYGM QRICH1 QRSL1 RAB23 RAB3GAP2 RAC1 RAD21 RAD51 RAD51C RAF1 RAI1 RARB RASA1 RASA2 RBCK1 RBM10 RBM20 RBM8A RBPJ RECQL4 RELN RERE RFC2 RFWD3 RFX7 RIGI RIPK4 RIT1 RLIM RMND1 RMRP RNASEH1 RNASEH2A RNASEH2B RNASEH2C RNF113A RNF135 RNF220 RNU4ATAC RNU7-1 ROBO1 ROBO4 ROR2 RPGR RPGRIP1 RPGRIP1L RPL10 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL3L RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS6KA3 RPS7 RRAGD RRAS RRAS2 RREB1 RRM2B RSPH1 RSPH3 RSPH4A RSPH9 RSPO2 RSPRY1 RTL1 RTTN RYR1 RYR2 SAA1 SACS SALL1 SALL4 SAMHD1 SARDH SAT1 SATB1 SATB2 SBDS SCARB2 SCN1B SCN2A SCN5A SCO1 SCO2 SCUBE3 SCYL2 SDHA SDHAF1 SDHB SDHD SEC24C SEC31A SELENON SEMA3E SEMA4A SERPINE1 SETBP1 SETD1A SETD2 SETD5 SF3B2 SF3B4 SFTPB SGCA SGCB SGCD SGCG SGO1 SGSH SH2B1 SH3PXD2B SHANK3 SHH SHMT2 SHOC2 SIAH1 SIK1 SIK3 SIN3A SIX3 SIX6 SKI SKIC2 SKIC3 SLC12A2 SLC12A3 SLC17A5 SLC19A2 SLC1A3 SLC22A5 SLC25A12 SLC25A20 SLC25A22 SLC25A24 SLC25A3 SLC25A36 SLC25A4 SLC29A3 SLC2A10 SLC30A10 SLC31A1 SLC32A1 SLC34A2 SLC35A2 SLC37A4 SLC38A3 SLC40A1 SLC4A1 SLC5A6 SLC6A6 SLC7A7 SLF2 SLX4 SMAD2 SMAD3 SMAD4 SMAD6 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMG8 SMG9 SMN1 SMPD1 SMPX SNIP1 SNRPB SNRPN SNX10 SNX14 SON SOS1 SOS2 SOX11 SOX2 SOX4 SOX6 SOX9 SP110 SPAG1 SPATA5 SPECC1L SPEF2 SPEG SPEN SPOP SPP1 SPRED1 SPRED2 SPTA1 SPTB SPTBN1 SQSTM1 SRCAP SREBF1 SRP54 SRY STAG1 STAG2 STAMBP STAR STAT1 STAT2 STAT3 STAT4 STIL STK36 STK4 STRA6 STRADA STX1A SUCLG1 SUFU SUPT16H SURF1 SVBP SVIL SYNE1 SYNE2 SYT1 SYT2 SZT2 TAB2 TAF1A TAF2 TAFAZZIN TALDO1 TANGO2 TAOK1 TAPT1 TARS1 TASP1 TBC1D24 TBCK TBL2 TBX1 TBX2 TBX20 TBX22 TBX3 TBX4 TBX5 TCAP TCIRG1 TCOF1 TCTN1 TCTN2 TCTN3 TDGF1 TERT TET3 TFAP2B TFR2 TGDS TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGIF1 THOC6 THPO THSD1 THSD4 TIA1 TIAM1 TIMMDC1 TK2 TKFC TKT TLL1 TLR4 TMCO1 TMEM107 TMEM126A TMEM126B TMEM147 TMEM216 TMEM218 TMEM231 TMEM237 TMEM260 TMEM270 TMEM43 TMEM53 TMEM67 TMEM70 TMEM94 TMPO TMTC3 TNFRSF11A TNFRSF1A TNFSF11 TNNC1 TNNI3 TNNI3K TNNT1 TNNT2 TNXB TOGARAM1 TOM1 TOP3A TOPORS TP63 TPI1 TPK1 TPM1 TPM2 TPM3 TPR TRAF3IP2 TRAF7 TRAIP TRAPPC11 TRDN TREX1 TRIM37 TRIM8 TRIO TRIP13 TRIP4 TRMT10C TRMT5 TRNT1 TRRAP TSC1 TSC2 TSFM TSR2 TTC12 TTC26 TTC7A TTC8 TTN TTPA TTR TUBG1 TULP3 TWIST1 TWNK TXNDC15 TXNL4A TXNRD2 UBAC2 UBE2A UBE2T UBE3B UBE3C UBE4B UBR1 UBR7 UCP2 UFC1 UFD1 UMPS UPF3B UQCRC2 UQCRFS1 USP18 USP9X VAC14 VARS2 VCL VCP VEZF1 VHL VIPAS39 VPS13A VPS13B VPS33A VPS33B VPS35L VPS37D VWF WAC WARS2 WASHC5 WBP11 WDPCP WDR26 WDR35 WDR37 WFS1 WLS WNT4 WT1 XK XRCC2 XRCC4 XYLT1 XYLT2 YARS1 YARS2 YY1 YY1AP1 ZBTB7A ZDHHC9 ZEB2 ZFP57 ZFPM2 ZIC2 ZIC3 ZMPSTE24 ZMYM2 ZMYND10 ZNF341 ZNF423 ZNF462 ZNF469 ZNF668 ZNF687 ZNF699 HP_ABNORMAL_HEART_RATE_VARIABILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_HEART_RATE_VARIABILITY CACNA1D CDON DISP1 DLL1 FGF8 FGFR1 FOXH1 GALC GAS1 GLI2 MADD NODAL PHOX2B PLCH1 PSAP PTCH1 SHH SIX3 SMC1A STAG2 STIL TDGF1 TGIF1 ZIC2 HP_ABNORMAL_HEART_SOUND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_HEART_SOUND ABCG5 ABCG8 ACTC1 ADAMTS19 ADNP APOB BICRA BMPR2 CIC CITED2 CWC27 DDX6 FBN1 FIG4 FOCAD GAA GATA4 GATA5 GATA6 GNPTAB IDS LDLR LDLRAP1 MED12 MYH6 MYH7 NKX2-5 NOTCH1 PCSK9 PEX2 PRKAR1A RBBP8 SDHD SLC25A4 SMAD6 SMAD9 SPTBN1 TBX20 TLL1 TMEM260 TWIST1 HP_ABNORMAL_HEART_VALVE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_HEART_VALVE_MORPHOLOGY ABCC6 ABCC9 ACSL4 ACTA2 ACTB ACTC1 ADA2 ADAMTS19 ADNP AEBP1 AGGF1 AGO2 AGR2 ALG5 ALG9 AMMECR1 ANK1 ARF1 ARFGEF2 ARHGAP31 ARSK ARVCF ATP6V1E1 ATRX B3GALT6 B3GAT3 B3GLCT BAZ1B BBS2 BCAS3 BCL7B BCOR BGN BICC1 BIN1 BRAF BRCA1 BRCA2 BRF1 BRIP1 BUD23 CAPN15 CASZ1 CBL CBS CCDC22 CCNQ CHD7 CHRNG CHST14 CHST3 CITED2 CLCN7 CLIC2 CLIP2 COL1A1 COL1A2 COL2A1 COL3A1 COL5A1 COL5A2 COMT COX7B CPLX1 CREBBP CTBP1 DACT1 DAXX DCHS1 DDX3X DLL4 DNAJB11 DNAJC30 DNASE1L3 DOCK6 DOHH DPF2 DPYSL5 DSE DYNC2LI1 DYRK1A DZIP1 EDNRA EIF4H ELN ENPP1 EOGT EP300 ERCC4 ERMARD EVC EVC2 EXTL3 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FBN1 FBN2 FDFT1 FGFR1 FIBP FKBP6 FLNA FLT4 FMN2 FMR1 FOXE3 FOXF1 FREM1 GABRD GALNS GANAB GATA1 GATA4 GATA5 GATA6 GBA1 GJA1 GJA5 GJA8 GLA GLB1 GLI1 GNB2 GNPTAB GP1BB GTF2I GTF2IRD1 GTF2IRD2 GUSB H3-3A H3-3B HCCS HCN4 HEXB HEY2 HGD HIRA HLA-B HNRNPH2 HNRNPK HRAS HSPG2 IDS IDUA IFIH1 IFT122 IFT140 IL12B IPO8 JMJD1C JPH2 KANSL1 KAT5 KCNAB2 KCNE5 KCNJ8 KIF3B KIF7 KRAS LETM1 LIMK1 LMNA LOX LRPPRC LTBP3 LUZP1 LZTR1 MAD2L2 MAP1B MAP2K1 MAP2K2 MAP3K7 MAPK1 MAT2A MCTP2 MED12 METTL27 MFAP5 MLX MLXIPL MMP14 MMP2 MMP21 MMP23B MRAS MTX2 MYCN MYH11 MYH3 MYH6 MYH7 MYLK MYOCD MYPN MYRF NAA10 NADSYN1 NCF1 NDUFB11 NEDD4L NELFA NF1 NFE2L2 NFIX NKX2-5 NKX2-6 NONO NOTCH1 NOTCH3 NPR3 NRAS NSD2 NXN OGT PACS1 PALB2 PCGF2 PDPN PIGG PIGL PKD1 PKD2 PLCH1 PLD1 PLOD1 PLXND1 POLA1 POLG POLR3A PPM1D PPP2R5D PRDM16 PRDM5 PRG4 PRKACA PRKACB PRKAR1A PRKCZ PRKG1 PTPN11 PUF60 RAC1 RAD51 RAD51C RAF1 RAI1 RASA2 RBPJ RERE RFC2 RFWD3 RIGI RIT1 RNF135 ROBO1 ROBO4 ROR2 RPL26 RPL5 RPS6KA3 RRAS RRAS2 RREB1 RYR1 SACS SALL1 SEC24C SELENON SEMA3E SGO1 SH2B1 SH3PXD2B SKI SKIC2 SKIC3 SLC25A24 SLC29A3 SLC34A2 SLC6A6 SLX4 SMAD2 SMAD3 SMAD4 SMAD6 SMARCA4 SMC3 SMPD1 SNIP1 SNX10 SOS1 SOS2 SPEG SPEN SPRED1 SPRED2 SPTBN1 SRY STX1A TAB2 TAF2 TBL2 TBX1 TBX20 TCIRG1 TGFB2 TGFB3 TGFBR1 TGFBR2 THSD4 TLL1 TMEM260 TMEM270 TMEM70 TMEM94 TMTC3 TNFSF11 TNXB TPM1 TPM2 TPM3 TRAF7 TTN TWNK UBE2T UBE4B UFD1 VPS13B VPS35L VPS37D VWF WAC WASHC5 WT1 XRCC2 XYLT1 XYLT2 YY1 YY1AP1 ZEB2 ZIC3 ZMPSTE24 ZNF462 ZNF469 ZNF699 HP_ABNORMAL_HEART_VALVE_PHYSIOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_HEART_VALVE_PHYSIOLOGY ABCA3 ABCC6 ABCG5 ABCG8 ACAD8 ACTA2 ACTB ACTC1 ADA ADAMTS10 ADAMTS19 ADAMTSL2 ADK ADNP AGA AGO2 AGR2 AIP AKT3 ALDH18A1 ALG9 ALPK3 AMER1 ANKRD11 ANKS6 APOB ARF1 ARFGEF2 ARHGAP31 ARL6 ARPC4 ARSB ARSK ATP11A ATP6AP1 ATP6V1E1 ATRX B3GALT6 B3GLCT B4GALT7 BAG3 BANF1 BAZ1B BCL7B BCOR BCR BMP2 BPTF BRAF BUB1 BUB1B BUB3 BUD23 C12orf57 C4A CBL CCDC22 CCDC32 CCND2 CCNQ CCR1 CDC42 CDH2 CEP57 CHD3 CHD7 CHST14 CHST3 CIC CIROP CITED2 CLIC2 CLIP2 COA6 COL1A1 COL1A2 COL3A1 COL5A1 COL5A2 COX6B1 COX7B CREBBP CRKL CRYAB CSGALNACT1 CTCF CUL3 D2HGDH DAXX DCHS1 DDX3X DLL4 DNAJC30 DNAL1 DNMT3A DOCK7 DOHH DPH1 DPH2 DPP9 DPYSL5 DSE DSG1 DSP DTNA DVL3 DYRK1A DZIP1 EBP EFEMP2 EHMT1 EIF4H ELN ENPP1 EP300 ERAP1 ERMARD EXOSC5 FAM13A FAR1 FAS FAT4 FBLN5 FBN1 FBN2 FBXW11 FGFR1 FHL1 FHOD3 FKBP14 FKBP6 FKTN FLI1 FLNA FLNC FLT4 FNIP1 FOXE3 FOXF1 G6PC3 GATA4 GATA5 GATA6 GBA1 GDF1 GJA1 GJA5 GJA8 GLA GLB1 GNPTAB GNPTG GNS GPC3 GPC4 GPR101 GTF2I GTF2IRD1 GTF2IRD2 HAAO HADHA HADHB HCCS HCN4 HEATR3 HEPHL1 HEXB HEY2 HIVEP2 HLA-B HRAS IDUA IFIH1 IFNGR1 IGFBP7 IL10 IL12A IL12A-AS1 IL23R IL6ST INVS IRX5 KANSL1 KAT6A KCNH1 KDM6A KIF20A KIFBP KLHL24 KLRC4 KRAS LDLR LDLRAP1 LEMD2 LIMK1 LMNA LMOD2 LOX LRP4 LRPPRC LTBP1 LTBP2 LTBP3 LZTR1 MAN2B1 MAP1B MAP2K1 MAP2K2 MAP3K7 MAPK1 MAT2A MCTP2 MEFV MEGF8 METTL27 MFAP5 MGP MLXIPL MRAS MTX2 MUC5B MYCN MYH11 MYH6 MYH7 MYL2 MYLK MYPN MYSM1 NCAPG2 NCF1 NDUFB11 NEDD4L NEK1 NEK8 NEK9 NF1 NKAP NKX2-5 NKX2-6 NONO NOTCH1 NOTCH2 NPHP3 NR2F2 NRAS NRXN1 ODAD1 OTUD5 PARN PCGF2 PCSK9 PDSS1 PEX2 PGAP1 PIK3R2 PKD1 PLD1 PLXND1 POLG POLR3A PPP1CB PRDM16 PRDM5 PRG4 PRKAR1A PRKG1 PSMD12 PTPN11 PUF60 PYROXD1 RAB23 RAD21 RAF1 RFC2 RIGI RIT1 RMRP RNF135 RNF2 ROBO4 RPL27 RPL3L RPL5 RPS19 RPS6KA3 RRAS2 RSPRY1 RTEL1 SARDH SCN1B SCN4A SCN5A SDHD SFTPA1 SFTPA2 SFTPC SGO1 SHOC2 SKI SKIC2 SKIC3 SLC22A5 SLC25A24 SLC29A3 SLC2A10 SLC31A1 SLC35A1 SMAD2 SMAD3 SMAD4 SMAD6 SMARCA4 SMC3 SMC5 SNIP1 SON SOS1 SOS2 SOX5 SPEG SPRED1 SPRED2 SPTBN1 STAT4 STN1 STRA6 STX1A SYT2 SZT2 TAB2 TAF2 TAFAZZIN TBCK TBL2 TBX2 TBX20 TERC TERT TGFB2 TGFB3 TGFBR1 TGFBR2 THSD1 THSD4 TLL1 TLR4 TLR7 TMEM270 TMTC3 TNNC2 TNNI3 TNNT2 TPM1 TRAF7 TRIP13 TTC26 TTR TWIST1 TWNK TXNDC15 UBAC2 UBE2A VPS33A VPS35L VPS37D VWF WAC WASHC5 WDR37 WNT4 WT1 XYLT1 XYLT2 YY1AP1 ZEB2 ZIC3 ZMPSTE24 ZNF148 ZNF341 ZNF469 ZNF699 HP_ABNORMAL_HELIX_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_HELIX_MORPHOLOGY AASS ABCA12 ACBD5 ACTB ADAMTSL2 AFF2 AFF4 AGO2 ALOX12B ALOXE3 AMER1 AMMECR1 ARVCF ASPRV1 ASXL2 BCL11A BCOR BHLHA9 BICRA BMP2 BRAF CBL CDH2 CDK13 CDKN1C CHD7 CHUK CLIC2 COL2A1 COMT CPOX CPT2 CREBBP CSNK2A1 CSPP1 CYP4F22 DACT1 DDX3X DDX6 DHX30 DIS3L2 DOCK7 DSP DYRK1A EBF3 EBP EDEM3 EDN1 EFTUD2 EP300 FANCB FBN1 FBN2 FGFR2 FGFR3 FN1 FOXP1 FOXP2 FRAS1 FREM1 FZD2 GDF11 GNAI3 GNB1 GP1BB GPC3 GPC4 H4C5 HIRA HOXA2 HS2ST1 HSPG2 IGF2 JMJD1C JUP KANSL1 KCNQ1 KCNQ1OT1 KCTD1 KIAA0586 KMT2D KRAS LIPN LMNA LONP1 LZTR1 MAP1B MAP2K1 MAP2K2 MAPRE2 MED12 MRAS NAA10 NARS1 NDP NF1 NFIA NFIX NIPAL4 NIPBL NR2F1 NRAS NSD2 PAH PBX1 PEX1 PEX2 PEX5 PGAP2 PGAP3 PGM2L1 PIGA PIGB PIGL PIGN PIGO PIGS PIGV PIGW PIGY PLCB4 PPP1CB PPP2R3C PTPN11 PYCR1 PYCR2 RAF1 RASA2 RB1 RECQL4 RIT1 RPS23 RRAS RRAS2 RREB1 RTTN SALL1 SCARF2 SCNM1 SDR9C7 SEC24C SEMA3E SETBP1 SIN3A SLC16A2 SLC25A12 SLC26A2 SLC6A8 SMC1A SMS SOS1 SOS2 SPECC1L SPOP SPRED2 STEEP1 SULT2B1 SUPT16H TAF1 TASP1 TBX1 TBX2 TCF3 TCF4 TCTN3 TFAP2A TGFB3 TGM1 TMEM94 TRIO TUBB TWIST1 UFD1 VPS51 XYLT2 ZMIZ1 ZMPSTE24 ZMYND11 ZNF462 HP_ABNORMAL_HEMATOCRIT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_HEMATOCRIT BPGM EGLN1 EPAS1 EPO EPOR HBA1 HBA2 HBB HSCB JAK2 KLF1 SH2B3 VHL HP_ABNORMAL_HEMIDIAPHRAGM_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_HEMIDIAPHRAGM_MORPHOLOGY ALDH1A2 CDC42BPB GATA6 GNE NDUFAF5 NR2F2 WT1 HP_ABNORMAL_HEMOGLOBIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_HEMOGLOBIN ABCC8 ADA2 APPL1 ATRX BCL11A BLK BLM BSCL2 CEL CELA2A CYB5A CYB5R3 DMXL2 DNAJC21 DNAJC3 EPOR GATA1 GCK HBA1 HBA2 HBB HBD HBG1 HBG2 HEATR3 HNF1A HNF4A INS KCNJ11 KLF1 KLF11 MDM4 MPL MTX2 NARS2 NEUROD1 NSMCE2 PAX4 PDX1 PRPS1 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 SBDS SLC5A2 SRP54 THPO TRMT5 TSR2 WRN YIPF5 ZBTB7A HP_ABNORMAL_HEMOGLOBIN_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_HEMOGLOBIN_CONCENTRATION AMN CUBN KCNN4 KLF1 MADD PGK1 PIEZO1 PKLR SLC4A1 HP_ABNORMAL_HEPATIC_ECHOGENICITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_HEPATIC_ECHOGENICITY AHCY FOCAD LIPA PCK1 SLC37A4 HP_ABNORMAL_HEPATIC_IRON_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_HEPATIC_IRON_CONCENTRATION BCS1L BMP6 CP FARS2 FOCAD FTH1 FTL GLRX5 HBB PIGA SLC11A2 STEAP3 HP_ABNORMAL_HIP_JOINT_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_HIP_JOINT_MORPHOLOGY AARS1 ABCC6 ABCC9 ACTA1 ADAMTS2 ADAMTSL2 AEBP1 AFF3 AFF4 AGRN AKT1 ALDH18A1 ALG9 ANKRD55 AP3B1 AP4B1 AP4E1 AP4M1 AP4S1 APC APC2 ARNT2 ARSB ARSK ATAD1 ATP6V0A2 ATP6V1A ATP6V1E1 ATP7A ATR B3GALT6 B3GAT3 BGN BICD2 BICRA BIN1 BRCA1 BRCA2 BRD4 BRIP1 C12orf57 CANT1 CCDC47 CCDC8 CCN6 CD247 CD96 CDON CENPJ CEP120 CEP85L CFL2 CHAT CHD4 CHRM3 CHRNG CHST3 CLCN3 CLTCL1 COG1 COL10A1 COL12A1 COL13A1 COL1A1 COL1A2 COL25A1 COL27A1 COL2A1 COL3A1 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 COL9A3 COLEC10 COLEC11 COMP COX8A CPLX1 CRTAP CSGALNACT1 CSPP1 CTBP1 CUL7 DDR2 DHCR7 DHODH DISP1 DLL1 DNAJC21 DPYSL5 DSTYK DVL1 DVL3 DYM DYNC2H1 DYNC2I1 DYNLT2B EBP ECEL1 EFEMP2 EIF2AK3 EIF4A3 ELN ENPP1 ERCC1 ERCC4 ERCC8 ERGIC1 ERLIN2 EVC EVC2 EXOC6B EXOSC3 EXT1 EXT2 EXTL3 EYA1 F8 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAT4 FBLN1 FBLN5 FBN1 FBN2 FGF8 FGFR1 FGFR2 FGFR3 FGFRL1 FHL1 FIG4 FKBP10 FKRP FLI1 FLNA FLNB FOXH1 FUT8 FZD2 GARS1 GAS1 GATA1 GDF5 GEMIN4 GET4 GJA1 GLB1 GLI2 GLI3 GLRA1 GLRB GMPPB GNB2 GNPTAB GORAB GPC3 GPC4 GPHN GPX4 GSC GUSB HACD1 HACE1 HDAC4 HDAC8 HK1 HNRNPH1 HOXA11 HPRT1 HS2ST1 HSPG2 HYAL1 IARS2 IFIH1 IFT52 IL2RA IL2RB IL6ST INPP5K INPPL1 IPO8 ITGA7 KANSL1 KAT6B KDM6A KIAA0586 KIAA0753 KIF22 KLHL41 KMT2D LAMA5 LARGE1 LETM1 LGI4 LMNA LMNB2 LMOD3 LONP1 LRP4 LTBP1 LYSET MACF1 MAD2L2 MAP3K20 MAP3K7 MASP1 MATN3 MBTPS2 MCTP2 MKKS MMP2 MUSK MYH3 MYH8 MYL1 MYL11 MYL2 MYO18B MYO9A NAA10 NALCN NANS NEB NEPRO NFATC2 NFIX NGLY1 NIPBL NKX3-2 NODAL NRCAM NSD1 NSD2 NSDHL OBSL1 OCRL OSGEP OSTM1 P4HTM PAFAH1B1 PALB2 PAM16 PI4KA PIEZO2 PIGA PIGL PIGY PLCH1 PLOD1 PNPT1 POLR1A POLR3B POMT1 POMT2 PORCN PPP2R5D PTCH1 PTEN PTH1R PTPN2 PTPN22 PTRH2 PUF60 PYCR1 PYCR2 RAB23 RAB33B RAD21 RAD51 RAD51C RBM8A RECQL4 RFWD3 RINT1 RMRP RNU4ATAC RPS15A RUNX2 RYR1 RYR3 SCN4A SCYL2 SEC31A SELENON SERPINF1 SETD2 SF3B4 SHH SHROOM4 SIL1 SIX1 SIX3 SLC10A7 SLC12A2 SLC18A3 SLC25A1 SLC26A2 SLC2A10 SLC35A2 SLC35A3 SLC35D1 SLC5A7 SLC6A5 SLC6A9 SLX4 SMAD3 SMARCAL1 SMC1A SMC3 SMO SMOC1 SNAP25 SNRPB SOX9 SPARC SPEG STAG2 STAT4 STIL SYT2 TBCD TBX15 TBX4 TCTN3 TDGF1 TELO2 TFE3 TGFB2 TGFBR2 TGIF1 THOC2 THRA TIMM22 TMEM67 TNNT1 TNNT3 TONSL TOR1A TPM2 TPM3 TRAPPC12 TRIM8 TRIP11 TRPV4 TTN UBA1 UBA2 UBE2T UBE3B UFSP2 UNC80 USP9X VAC14 VAMP1 VPS33A WDR19 WDR35 WNT5A WNT7A XRCC2 XYLT1 YWHAE ZBTB20 ZC4H2 ZIC2 ZIC3 ZMPSTE24 ZNF407 ZNF469 HP_ABNORMAL_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_HOMEOSTASIS AARS2 ABCA12 ABCA3 ABCA4 ABCB4 ABCC2 ABCC6 ABCC8 ABCC9 ABCD4 ABL1 ACAD8 ACAD9 ACADM ACADS ACADSB ACADVL ACAT1 ACAT2 ACP5 ACSF3 ACSL5 ACTA1 ACTB ACTC1 ACTG1 ACTN4 ADA ADA2 ADAMTS13 ADAMTS2 ADAMTS3 ADAR ADARB1 ADCY3 ADRB3 AEBP1 AFF4 AGBL1 AGBL5 AGGF1 AGK AGL AGPAT2 AGR2 AGRP AGXT AHCY AHI1 AHR AIFM1 AIP AIRE AK2 AKT1 AKT2 ALAS2 ALB ALDH6A1 ALDH7A1 ALDOA ALDOB ALG1 ALG11 ALG12 ALG14 ALG3 ALG8 ALG9 ALMS1 ALOX12B ALOXE3 ALPK1 ALPK3 ALPL AMACR AMPD1 AMPD2 AMPD3 ANAPC1 ANGPT1 ANGPT2 ANK1 ANKFY1 ANKH ANKRD55 ANLN ANTXR1 ANTXR2 AP1S3 APC2 APOA1 APOA5 APOE APOL1 APPL1 APRT AQP2 AR ARHGAP24 ARHGDIA ARHGEF18 ARL2BP ARL3 ARL6 ARMC5 ARNT2 ARSL ASAH1 ASL ASPRV1 ASS1 ASXL1 ASXL2 ATAD3A ATIC ATM ATN1 ATP13A2 ATP1A2 ATP1A3 ATP2A1 ATP5F1A ATP5F1B ATP5F1D ATP5F1E ATP5MK ATP6V0A4 ATP6V1B1 ATP7A ATP7B ATPAF1 ATPAF2 ATRX ATXN3 AUH AVP AVPR2 B2M B4GALT1 BACH2 BAP1 BAZ1B BBS1 BBS2 BBS9 BCAP31 BCKDHA BCKDHB BCL10 BCL2 BCL6 BCL7B BCOR BCR BCS1L BEST1 BIN1 BIRC3 BLK BLM BLNK BLTP1 BMP2 BMP6 BMPER BMPR1A BOLA3 BRAF BRAT1 BRCA1 BRCA2 BRD4 BSCL2 BSND BTD BTK BTNL2 BUB1 BUB1B BUB3 BUD23 C1QB C1QBP C2orf69 C3 C4A CA12 CA2 CA4 CA5A CACNA1A CACNA1C CACNA1D CACNA1S CAD CALCRL CALR CAMKMT CAMTA1 CARS1 CARS2 CARTPT CASK CASP10 CASR CAT CAV1 CAVIN1 CBL CC2D2A CCBE1 CCDC28B CCDC88A CCN6 CCND1 CCR1 CD244 CD247 CD27 CD28 CD2AP CD320 CD3D CD3E CD46 CD55 CD70 CD79A CD79B CDAN1 CDC42 CDH11 CDH23 CDHR1 CDK5 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CDON CEACAM3 CEACAM6 CEBPE CEL CELA2A CELSR1 CEP19 CEP57 CERKL CFAP418 CFH CFHR1 CFHR3 CFI CFTR CHCHD10 CHD7 CHEK2 CHRNA1 CHRND CHRNG CIC CIDEC CIITA CISD2 CITED2 CLCA4 CLCF1 CLCN2 CLCN6 CLCN7 CLCNKA CLCNKB CLDN10 CLDN16 CLEC7A CLIP2 CLMP CLPB CLRN1 CNBP CNGA1 CNGB1 CNOT1 COA6 COA8 COG6 COG7 COG8 COL11A1 COL1A1 COL1A2 COL2A1 COL4A3 COL5A1 COL5A2 COL8A2 COQ2 COQ4 COQ8A COQ8B COQ9 CORIN COX10 COX11 COX14 COX15 COX16 COX20 COX4I1 COX5A COX6A2 COX6B1 COX8A CP CPA1 CPE CPN1 CPOX CPS1 CPSF3 CPT1A CPT2 CR2 CRAT CRB1 CRB2 CRLF1 CRLS1 CRX CSGALNACT1 CTC1 CTDP1 CTLA4 CTNNB1 CTNS CTRC CTSA CUL3 CYB561 CYBA CYBB CYBC1 CYC1 CYP11A1 CYP11B2 CYP17A1 CYP19A1 CYP21A2 CYP24A1 CYP27A1 CYP4F22 CYP4V2 DAAM2 DARS2 DBH DBT DCAF17 DCHS1 DCLRE1C DCTN4 DDB2 DDC DDR2 DEF6 DGUOK DHCR7 DHDDS DHPS DHX30 DHX38 DIS3L2 DISP1 DKC1 DLAT DLD DLK1 DLL1 DMXL2 DNAJC19 DNAJC21 DNAJC3 DNAJC30 DNASE1L3 DNASE2 DNM1L DNM2 DNMT1 DNMT3B DOCK2 DOHH DOK7 DOLK DPAGT1 DPP9 DPYS DSP DST DTYMK DUOX2 DUOXA2 DUT DUX4 DUX4L1 DYNC2H1 DYNC2I1 DYNC2I2 DYRK1B DYSF EARS2 EBP ECHS1 EDA EDA2R EDAR EDARADD EDNRA EFL1 EGFR EHHADH EIF2AK3 EIF2AK4 EIF2B1 EIF2S3 EIF4H ELAC2 ELANE ELF4 ELMO2 ELN ELP1 EMP2 ENG ENPP1 EPB41 EPB42 EPCAM EPG5 EPHB4 ERAP1 ERBB3 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ESR1 ETFA ETFB ETFDH ETHE1 EYS F12 F5 F8 FAH FAM161A FARS2 FARSB FAS FASLG FASTKD2 FAT4 FBN1 FBP1 FBXL4 FCGR2A FCGR3B FDX2 FECH FGA FGB FGF20 FGF8 FGFR1 FGFR3 FGG FH FIBP FIG4 FIP1L1 FKBP6 FLNB FLNC FLT1 FLT4 FMR1 FN1 FOCAD FOS FOXA2 FOXC2 FOXF1 FOXG1 FOXH1 FOXP1 FOXP3 FOXRED1 FRG1 FRMD4A FSCN2 FSHR FUCA1 FUT8 FUZ FXN FZD4 G6PC1 G6PD GAA GABRA2 GABRA3 GALC GALK1 GALT GAPVD1 GAS1 GATA1 GATA2 GATA3 GATA4 GATA6 GATB GATC GATM GBA1 GBE1 GCDH GCGR GCH1 GCK GCLC GFER GFI1 GFM1 GFM2 GFRA1 GH1 GHR GHRL GHSR GJA1 GJB3 GJB4 GJC2 GK GLA GLB1 GLE1 GLI2 GLI3 GLIS3 GLRX5 GLUD1 GLYCTK GNAQ GNAS GNB2 GNPTAB GOSR2 GOT2 GPC3 GPC4 GPC6 GPD2 GPR101 GPR161 GPR35 GRB10 GREB1L GRHL2 GRIP1 GSN GSS GSTM3 GTF2I GTF2IRD1 GTF2IRD2 GTPBP3 GUCA1B GUCY2C GUSB GYG1 GYPC GYS2 H19 H4C5 HADH HADHA HADHB HAMP HAVCR2 HBA1 HBA2 HBB HCFC1 HDAC8 HEATR3 HELLPAR HEPHL1 HERC1 HERC2 HESX1 HFE HGD HGSNAT HIBCH HJV HLA-A HLA-B HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRB1 HLCS HMBS HMGA1 HMGA2 HMGCL HMGCS2 HMOX1 HNF1A HNF1B HNF4A HNRNPK HPD HPDL HPGD HRAS HS3ST6 HS6ST2 HSD11B1 HSD11B2 HSD17B10 HSD3B2 HSPD1 HSPG2 HTR1A HTRA2 HYMAI HYOU1 IARS1 IARS2 IBA57 IDH2 IDH3A IDH3B IER3IP1 IFIH1 IFNG IFNGR1 IFT140 IFT172 IFT80 IFT88 IGF1 IGF1R IGF2 IGF2BP2 IGFALS IGHG2 IGHM IGKC IGLL1 IGSF3 IKBKG IKZF1 IL10 IL12A IL12A-AS1 IL12B IL17F IL17RA IL17RC IL18BP IL1R1 IL1RN IL23R IL2RA IL2RB IL2RG IL36RN IL6 IL6R IL6ST IL7R IMPDH1 IMPG1 IMPG2 INF2 INPPL1 INS INSR INVS IRAK1 IRF2BP2 IRF4 IRF8 IRS1 IRS2 ISCA1 ISCU ITCH ITGA3 ITGA8 ITK ITPR2 ITPR3 IVD IYD JAG1 JAK2 KARS1 KAT6A KCNE3 KCNJ1 KCNJ10 KCNJ11 KCNJ16 KCNJ18 KCNJ5 KCNN4 KCNQ1 KCNQ1OT1 KCNQ2 KCTD1 KDF1 KDM6A KDSR KHK KIAA0586 KIAA1549 KIF11 KIF1A KIF1B KIF20A KIF7 KIT KIZ KLF1 KLF11 KLHL3 KLHL40 KLHL41 KLHL7 KLRC4 KNG1 KNSTRN KPTN KRAS KRT13 KRT14 KRT18 KRT2 KRT5 KYNU L2HGDH LACC1 LAMA2 LAMA3 LAMB2 LAMB3 LAMC2 LARS1 LARS2 LBR LBX1 LCK LCT LDHA LEMD2 LEMD3 LEP LEPR LETM1 LHX1 LHX3 LHX4 LIAS LIFR LIG3 LIG4 LIMK1 LIPA LIPC LIPE LIPN LIPT1 LIPT2 LMBRD1 LMF1 LMNA LMNB1 LMNB2 LMOD3 LONP1 LPIN1 LPIN2 LRAT LRBA LRP5 LRP6 LRPPRC LRRC8A LSM11 LTBP4 LYRM4 LYRM7 LYST LYZ LZTR1 MADD MAFA MAGEL2 MAGI2 MAK MALT1 MAP2K1 MAP2K2 MAPK1 MAPK8IP1 MAPRE2 MARS1 MBTPS2 MC2R MC4R MCCC1 MCCC2 MCEE MCM10 MDFIC MDH2 MECOM MECP2 MED12L MEF2A MEFV MEG3 MEN1 MERTK METTL27 MFN2 MFRP MGAT2 MIA3 MICOS13 MICU1 MIF MIPEP MKKS MKRN3 MLX MLXIPL MLYCD MMAA MMAB MMACHC MMADHC MMP14 MMP2 MMUT MOG MOGS MPC1 MPI MPL MPV17 MRAP MRAS MRM2 MRPL12 MRPL3 MRPL44 MRPS14 MRPS16 MRPS2 MRPS22 MRPS28 MRPS34 MRPS7 MSL3 MST1 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TC MT-TE MT-TF MT-TH MT-TI MT-TK MT-TL1 MT-TL2 MT-TN MT-TP MT-TQ MT-TS1 MT-TS2 MT-TT MT-TV MT-TW MTFMT MTHFR MTHFS MTMR14 MTNR1B MTO1 MTOR MTR MTRFR MTRR MTX2 MUSK MVK MYBPC3 MYD88 MYF6 MYH3 MYH6 MYL11 MYLK MYO1E MYO1H MYO5B MYOF MYPN NAA10 NAB2 NABP1 NADK2 NAF1 NAGA NALCN NARS2 NAXD NAXE NBAS NCF1 NCF2 NCF4 NDN NDP NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA4 NDUFA6 NDUFA8 NDUFA9 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF6 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB7 NDUFB8 NDUFB9 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NEB NECTIN4 NEK1 NEK10 NEK2 NEK9 NEU1 NEUROD1 NEUROG3 NFKB2 NFKBIA NFKBIL1 NFS1 NFU1 NGF NGLY1 NHP2 NIPAL4 NIPBL NKX2-1 NKX2-5 NKX2-6 NLRC4 NLRP1 NLRP12 NLRP3 NNT NOD2 NODAL NOP10 NOS1AP NOS3 NOTCH2 NOTCH3 NPAP1 NPHS1 NPHS2 NPM1 NR0B1 NR0B2 NR1H4 NR2E3 NR3C1 NR3C2 NRAS NRL NSD1 NSF NSMCE2 NSUN3 NTRK1 NUAK2 NUBPL NUMA1 NUP107 NUP133 NUP160 NUP205 NUP37 NUP85 NUP93 OBSCN OCA2 OCRL ODC1 OFD1 OGDH OPA1 ORAI1 OSGEP OTC OTULIN OTX2 OVOL2 OXCT1 P4HA2 P4HTM PAH PAK1 PALB2 PALLD PAPPA2 PARN PAX2 PAX4 PAX6 PAX8 PBX1 PC PCARE PCBD1 PCCA PCCB PCK1 PCK2 PCNT PCSK1 PDE4D PDE6A PDE6B PDE6G PDGFRB PDHA1 PDHB PDHX PDP1 PDSS1 PDSS2 PDX1 PERCC1 PET100 PET117 PEX1 PEX10 PEX2 PEX5 PEX6 PGM1 PHGDH PHKA1 PHKA2 PHKB PHKG2 PHOX2B PI4KA PIEZO1 PIGA PIGN PIK3CA PIK3CD PIK3CG PIK3R1 PITRM1 PKHD1 PKLR PLA2G6 PLAA PLAG1 PLAGL1 PLCD1 PLCE1 PLCG2 PLCH1 PLD1 PLG PLIN1 PLPBP PLVAP PLXND1 PML PMM2 PMP22 PMPCA PMPCB PNLIP PNPLA2 PNPLA6 PNPLA8 PNPO PNPT1 POC1A POFUT1 POGLUT1 POGZ POLA1 POLD1 POLG POLG2 POLR3A POLRMT POMC POMGNT1 POMP POR POU1F1 POU4F1 POU6F2 PPA2 PPARG PPCS PPM1B PPP1R15B PPP1R3A PPP2R5D PPP3CA PRCD PRDX1 PREPL PRF1 PRKACA PRKAG2 PRKAR1A PRKCD PRNP PROK2 PROKR2 PROM1 PROP1 PRORP PRPF3 PRPF31 PRPF4 PRPF6 PRPF8 PRPH2 PRRT2 PRSS1 PRSS12 PRSS2 PRTN3 PSAP PSAT1 PSENEN PSMB10 PSMB4 PSMB8 PSMB9 PSMG2 PSPH PSTPIP1 PTCH1 PTEN PTF1A PTH1R PTPN1 PTPN11 PTPN14 PTPN2 PTPN22 PTPN3 PTPRC PTPRO PTRH2 PTS PUS1 PWAR1 PWRN1 PYGL QDPR QRSL1 RAB27A RABL3 RAC1 RAD21 RAF1 RAG1 RAG2 RANBP2 RARA RARS1 RARS2 RASA1 RASA2 RASGRP1 RB1 RBCK1 RBM8A RBP3 RDH12 RDH5 RECQL4 REEP6 REL RELN REST RET RETN RFC2 RFX6 RGR RHD RHO RIMS2 RIN2 RIPK1 RIT1 RLBP1 RMND1 RMRP RNASEH1 RNASEH2A RNASEH2B RNASEH2C RNF125 RNF13 RNF168 RNU4ATAC RNU7-1 ROBO1 ROM1 RP1 RP1L1 RP2 RP9 RPE65 RPGR RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RRAGD RRAS RRAS2 RRM2B RTEL1 RTL1 RUNX1 RYR1 SAG SAMD9 SAMHD1 SARS2 SAT1 SBDS SCAPER SCARB2 SCN10A SCN11A SCN1A SCN4A SCN5A SCN9A SCNN1A SCNN1B SCNN1G SCO1 SCO2 SCYL1 SDC3 SDHA SDHB SDHD SDR9C7 SECISBP2 SEMA4A SEMA4D SERAC1 SERPINA1 SERPING1 SETD2 SFTPB SFTPC SFXN4 SGPL1 SH2B1 SH2B3 SH2D1A SH3KBP1 SHANK3 SHH SHOX SHPK SHQ1 SIM1 SIN3A SIX3 SLC11A1 SLC12A1 SLC12A3 SLC16A1 SLC17A5 SLC18A2 SLC19A2 SLC19A3 SLC1A1 SLC1A3 SLC22A4 SLC22A5 SLC25A10 SLC25A12 SLC25A13 SLC25A15 SLC25A19 SLC25A20 SLC25A26 SLC25A3 SLC25A36 SLC25A4 SLC25A42 SLC26A2 SLC26A3 SLC26A9 SLC29A3 SLC2A2 SLC30A8 SLC31A1 SLC34A1 SLC34A2 SLC35C1 SLC35D1 SLC37A4 SLC39A7 SLC3A1 SLC40A1 SLC41A1 SLC4A1 SLC4A11 SLC4A4 SLC52A1 SLC5A1 SLC5A2 SLC5A5 SLC6A14 SLC7A14 SLC7A7 SLC9A3 SLCO2A1 SMAD4 SMARCAL1 SMC1A SMC3 SMC5 SMCHD1 SMPD4 SMS SNIP1 SNORD115-1 SNORD116-1 SNRNP200 SNRPN SNX10 SNX14 SOD1 SOS1 SOS2 SOX18 SOX2 SOX3 SPATA7 SPG11 SPI1 SPINK1 SPINK5 SPP1 SPR SPRED2 SPTA1 SPTB SPTBN1 SQOR SRCAP SRP19 SRP54 SRSF2 STAC3 STAG1 STAG2 STAR STAT1 STAT2 STAT3 STAT4 STAT5B STAT6 STIL STIM1 STING1 STK4 STOX1 STUB1 STX11 STX1A STX3 STXBP2 SUCLA2 SUCLG1 SUFU SUGCT SULT2B1 SUMF1 SUOX SURF1 SYK SYNJ1 TAFAZZIN TALDO1 TANGO2 TAOK1 TAPT1 TARS2 TBC1D8B TBCK TBK1 TBL1XR1 TBL2 TBX19 TBX20 TBX3 TCF3 TCF4 TCF7L2 TCIRG1 TDGF1 TEK TERC TERT TET2 TFAM TFE3 TFG TG TGFB1 TGFBI TGIF1 TGM1 TH THRB THSD1 TICAM1 TIE1 TIMM22 TIMM50 TIMMDC1 TINF2 TK2 TKFC TKT TLL1 TLR3 TLR4 TLR7 TLR8 TMEM126B TMEM165 TMEM260 TMEM270 TMEM70 TMPRSS15 TNFAIP3 TNFRSF11B TNFRSF1A TNFRSF1B TNFSF11 TNNI3 TNNT2 TOM1 TOPORS TP53 TPK1 TPO TPRKB TRAF3 TRAF3IP2 TRAF6 TRANK1 TRAPPC2 TRAPPC9 TREX1 TRIM28 TRIM37 TRIP11 TRIP13 TRMT10A TRMT10C TRMT5 TRMU TRNT1 TRPC6 TRPM3 TSC1 TSC2 TSFM TSHB TSHR TSPAN12 TSPOAP1 TSPYL1 TSR2 TTC26 TTC7A TTC8 TTPA TTR TUB TUBB TUFM TULP1 TWNK TXN2 TXNDC15 TXNRD2 TYMP TYMS UBA1 UBAC2 UBE3A UBR1 UCP2 UCP3 UNC13D UNC45A UNC93B1 UPB1 UQCC2 UQCC3 UQCRB UQCRC2 UQCRFS1 UQCRH UQCRQ UROD UROS USB1 USH2A USP18 USP48 USP8 VAC14 VANGL1 VANGL2 VARS2 VEGFC VHL VIPAS39 VPS11 VPS33B VPS37D VPS51 VSX1 WARS2 WAS WDR1 WDR11 WDR35 WFS1 WIPF1 WNK1 WNK4 WNT7A WNT9B WRAP53 WRN WT1 XIAP XPA XPC XPNPEP2 XRCC4 XYLT2 YARS1 YARS2 YIPF5 YME1L1 YY1 ZBTB16 ZBTB20 ZEB1 ZFHX2 ZFP57 ZFYVE19 ZFYVE26 ZIC2 ZMPSTE24 ZNF408 ZNF513 ZNF668 ZNF699 ZNFX1 ZNHIT3 ZNRF3 HP_ABNORMAL_HUMERUS_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_HUMERUS_MORPHOLOGY ATP7A B3GALT6 BMP1 COL2A1 CREB3L1 FLNB GNPTAB KIAA0753 LAMA5 LBR LYSET PRKG2 RNU4ATAC RSPO2 SLC26A2 SPARC SRCAP HP_ABNORMAL_HYPOTHALAMUS_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_HYPOTHALAMUS_MORPHOLOGY BRAF CDH2 CPLANE1 CTNNB1 FAM149B1 GLI3 KIAA0753 KIF7 LEPR MAN2C1 OFD1 PDE6D SIX6 SMO SOX2 SPG11 TCTN3 TIAM1 TMEM216 TOPORS VPS16 HP_ABNORMAL_HYPOTHALAMUS_PHYSIOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_HYPOTHALAMUS_PHYSIOLOGY AKT1 ANOS1 BAP1 CCDC141 CDON CHD7 DCC DISP1 DLL1 DUSP6 FEZF1 FGF17 FGF8 FGFR1 FLRT3 FOXH1 GAS1 GLI2 HESX1 HS6ST1 IL17RD LHX3 MAGEL2 NDNF NF2 NODAL PDGFB PIK3CA PLCH1 PROK2 PROKR2 PTCH1 SEMA3A SHH SIM1 SIX3 SMARCB1 SMARCE1 SMC1A SMO SOX10 SPRY4 STAG2 STIL SUFU TACR3 TDGF1 TERT TGIF1 TRAF7 TRH WDR11 ZIC2 HP_ABNORMAL_ILEUM_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_ILEUM_MORPHOLOGY BRCA1 BRCA2 BRIP1 CARD8 DIS3L2 ERCC4 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FGFR1 FOXF1 GMPPB GPC3 GPC4 GTF2H5 MAD2L2 MYH11 PALB2 PI4KA PPP1R12A RAD51 RAD51C RBM10 RBM8A RELA RFWD3 RFX6 SLX4 TNFAIP3 TTC7A UBE2T XRCC2 HP_ABNORMAL_ILIAC_WING_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_ILIAC_WING_MORPHOLOGY AIFM1 AMER1 ARSB ATP7A B3GALT6 BGN CCBE1 COL11A2 COL2A1 CREBBP CTSK DDR2 DLK1 DYM EED EIF2AK3 EP300 ERCC6 ERCC8 EVC EVC2 EZH2 FGFR3 FLNA FN1 FUZ GALNS GATA1 GLB1 GNPTAB GNPTG GPC3 GPC4 GPX4 GUSB HDAC6 IDUA IHH LAMA5 LYSET MATN3 MEG3 MMP13 NANS NKX3-2 PCNT PEX5 PHEX PLEKHM1 PTH1R RAB23 RIPK4 RNU4ATAC RPS6KA3 RTL1 RUNX2 SEC23A SEC24D SMAD4 SOX9 TBX15 TRAPPC2 TRIP11 TRPV4 VANGL1 VPS33A WNT7A ZBTB20 HP_ABNORMAL_ILIUM_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_ILIUM_MORPHOLOGY ACP5 AEBP1 AIFM1 AMER1 ARSB ATP7A B3GALT6 BGN CCBE1 CCN6 CEP120 COG1 COL11A1 COL11A2 COL2A1 CREBBP CTSK DDR2 DLK1 DMP1 DYM EED EIF2AK3 ENPP1 EP300 ERCC6 ERCC8 EVC EVC2 EXTL3 EZH2 FGFR3 FLNA FLNB FN1 FUZ GALNS GATA1 GLB1 GNPTAB GNPTG GPC3 GPC4 GPX4 GUSB HDAC6 HLA-B HSPG2 IDH1 IDUA IFT81 IHH INPPL1 KAT6B LAMA5 LIFR LMX1B LONP1 LYSET MAN2B1 MATN3 MEG3 MMP13 NANS NEPRO NKX3-2 PAM16 PCNT PCYT1A PEX5 PHEX PIGN PLCB3 PLEKHM1 POLR3A POP1 PTH1R RAB23 RIPK4 RMRP RNU4ATAC RPS19 RPS6KA3 RTL1 RUNX2 SEC23A SEC24D SLC26A2 SLC35D1 SMAD4 SOX9 TBX15 TMEM67 TNFRSF1A TRAPPC2 TRIP11 TRPV4 TWIST2 VANGL1 VPS33A WDR19 WNT7A ZBTB20 HP_ABNORMAL_IMMUNE_SYSTEM_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_IMMUNE_SYSTEM_MORPHOLOGY AARS1 ABCB4 ABCC9 ABCD4 ABHD5 ABL1 ACAT1 ACD ACP5 ACTC1 ACTN2 ACVRL1 ADA ADA2 ADAMTS3 ADAR ADH5 AGA AGR2 AK2 ALAD ALG12 AMN ANAPC1 ANKRD1 ANKRD26 AP1S3 AP3B1 AP3D1 APC APC2 APOE ARHGAP26 ARHGAP31 ARHGEF1 ARPC1B ASAH1 ASXL1 ATM ATP11A ATP6AP1 ATP6AP2 ATRX B2M BACH2 BAG3 BAG5 BANK1 BAX BCL10 BCL11B BCOR BCR BLK BLM BLNK BLOC1S6 BRAF BRCA1 BRCA2 BRD4 BRIP1 BTK BTNL2 BUB1 BUB1B BUB3 C4A C4B CA2 CALR CAMK2B CAP2 CAPN3 CARD10 CARD11 CARD9 CARMIL2 CARS1 CASK CASP10 CASP8 CASR CBL CCBE1 CD19 CD247 CD27 CD28 CD3D CD3E CD3G CD4 CD40 CD40LG CD70 CD79A CD79B CD81 CD8A CDC40 CDCA7 CDH23 CDKN2A CDSN CEBPA CEBPE CEP57 CFTR CHD7 CHEK2 CHIC2 CIITA CLCN7 CLN3 CLN5 CLPB COG4 CORO1A CPA1 CR2 CREBBP CRYAB CSF3R CSRP3 CTC1 CTLA4 CTNNBL1 CTPS1 CTRC CTSC CUBN CXCR2 CXCR4 CYBA CYBB CYBC1 CYP26C1 DCLRE1B DCLRE1C DDR2 DDX41 DEF6 DES DIAPH1 DKC1 DLL4 DLX3 DMD DMP1 DNAJC21 DNASE1 DNASE2 DNMT3A DNMT3B DOCK2 DOCK6 DOCK8 DOLK DSG2 DSP DUT DYNC2LI1 EFL1 EIF2AK3 ELANE ELF4 ENG ENPP1 EOGT EP300 EPB42 EPG5 EPX ERBB3 ERCC2 ERCC3 ERCC4 ERCC6L2 ETS1 ETV6 EVC EVC2 EXTL3 F13A1 F13B FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAS FASLG FAT4 FBXL4 FBXW7 FCGR2A FCGR2B FCGR3A FCGR3B FCHO1 FDX2 FERMT3 FGF23 FGFR3 FHL2 FIBP FIP1L1 FKTN FLT3 FMO3 FNIP1 FOCAD FOXN1 FOXP3 FTCD FUCA1 FUT8 G6PC3 G6PD GATA1 GATA2 GATAD1 GBA1 GFI1 GINS1 GJB2 GJB6 GLB1 GLI1 GNB1 GPI GPR35 GSS GTF2E2 GTF2H5 H4C9 HAND2 HAVCR2 HAX1 HBB HEATR3 HELLS HLA-B HLA-DPA1 HLA-DPB1 HLA-DRB1 HMGCL HSCB HTRA2 HYOU1 ICOS IDH1 IFIH1 IFNG IFNGR1 IGHG1 IGHG2 IGHM IGKC IGLL1 IKBKB IKBKG IKZF1 IKZF3 IL10 IL10RA IL10RB IL17RA IL1RN IL21 IL2RA IL2RB IL2RG IL36RN IL37 IL6R IL6ST IL7 IL7R IPO8 IRAK1 IRAK4 IRF2BP2 IRF5 IRF8 ISCU ITCH ITGAM ITGB2 ITK IVD IVNS1ABP JAGN1 JAK1 JAK2 JAK3 JAZF1 JPH2 KIAA0319L KIF11 KIT KLHDC8B KNSTRN KRAS LACC1 LAMA4 LAMTOR2 LAT LBR LCK LCP2 LDB3 LEP LEPR LIG1 LIG4 LIPA LMBRD1 LMNA LMNB2 LMOD2 LPIN2 LPP LRBA LRRC8A LSM11 LYST LZTR1 MAD2L2 MAGT1 MALT1 MAN2B1 MAP2K1 MBD4 MCM10 MCM4 MDM2 MDM4 MECOM MECP2 MEFV MGAT2 MICU1 MLH1 MLLT10 MMAA MMAB MMACHC MMUT MNX1 MPEG1 MPL MPLKIP MS4A1 MSH2 MSN MST1 MTHFD1 MTRR MVK MYBPC3 MYC MYD88 MYH6 MYH7 MYH9 MYPN MYSM1 NABP1 NAE1 NAF1 NBAS NBN NCAPG2 NCF1 NCF2 NCF4 NCKAP1L NDUFA6 NEU1 NEXN NF1 NFKB1 NFKB2 NFKBIA NHEJ1 NHLRC2 NHP2 NLRC4 NLRP1 NLRP12 NLRP3 NOP10 NOTCH1 NPC1 NPC2 NPM1 NR3C1 NRAS NSD1 NSMCE3 NSUN2 NTRK1 NUMA1 NUP214 NUTM1 OAS1 ORAI1 OSTM1 OTUD5 OTULIN PACS2 PALB2 PALLD PARN PCCA PCCB PDCD1 PDGFRA PDGFRB PGM3 PHEX PI4KA PICALM PIGA PIGL PIK3CA PIK3CD PIK3CG PIK3R1 PKHD1 PLCG2 PLN PML PMM2 PNP PNPLA2 POMP POT1 PPCS PPIL1 PPT1 PRDM16 PRDX1 PRF1 PRIM1 PRKACA PRKACB PRKAR1A PRKCD PRKDC PRSS1 PRSS2 PRTN3 PSEN1 PSEN2 PSENEN PSMB4 PSMB9 PSTPIP1 PTEN PTPN11 PTPN22 PTPRC PXK RAB27A RABL3 RAC2 RAD51 RAD51C RAF1 RAG1 RAG2 RARA RASGRP1 RB1 RBCK1 RBM20 RBM8A RBPJ RECQL4 REL RELB RFWD3 RFX5 RFXANK RFXAP RHOH RIPK1 RMRP RNASEH2A RNASEH2B RNASEH2C RNF113A RNU4ATAC RNU7-1 RPA1 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL3L RPL5 RPL8 RPL9 RPS10 RPS14 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RRAS2 RTEL1 RUNX1 SALL4 SAMD9 SAMD9L SAMHD1 SARS2 SASH3 SAT1 SBDS SCARB2 SCN10A SCN11A SCN5A SCN9A SDHA SEC61A1 SEMA4D SETBP1 SETD2 SF3B1 SFXN4 SGCD SGCG SGPL1 SH2B3 SH2D1A SH3GL1 SKIC2 SKIC3 SLC17A5 SLC19A1 SLC27A4 SLC29A3 SLC35A1 SLC35C1 SLC37A4 SLC39A7 SLC46A1 SLC7A7 SLF2 SLX4 SMAD4 SMARCAL1 SMARCD2 SMPD1 SOCS1 SP110 SPI1 SPINK1 SPINK5 SPP1 SPPL2A SPRED1 SPRED2 SREBF1 SRP19 SRP54 SRSF2 STAT1 STAT2 STAT3 STAT4 STAT5B STIM1 STING1 STK4 STN1 STS STX11 STXBP2 SYK TAF1A TAFAZZIN TAL1 TAL2 TARS1 TBK1 TBL1XR1 TBX2 TBX21 TBXAS1 TCAP TCF3 TCF4 TCIRG1 TCN2 TDP2 TERC TERT TET2 TFR2 TFRC TGFB1 THPO TICAM1 TINF2 TLR3 TLR7 TLR8 TMEM147 TMPO TNFAIP3 TNFRSF13B TNFRSF13C TNFRSF1A TNFRSF1B TNFRSF9 TNFSF12 TNFSF4 TNIP1 TNNC1 TNNI3 TNNT2 TOM1 TONSL TP53 TPM1 TPP2 TRAC TRAF3 TREM2 TREX1 TRIP13 TRNT1 TSR2 TTC7A TTI2 TTN TXNRD2 TYMS TYROBP UBE2A UBE2L3 UBE2T UNC119 UNC13D UNC93B1 UROS USB1 USP48 USP8 VANGL1 VCL VEZF1 VPS13B VPS33A VPS45 WAS WDR1 WIPF1 WRAP53 XIAP XRCC2 XRCC4 ZAP70 ZBTB16 ZBTB24 ZNF341 ZNF699 ZNFX1 ZPR1 HP_ABNORMAL_INCISOR_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_INCISOR_MORPHOLOGY ABCC9 ARHGAP29 ARHGEF38 ATP6V1B2 ATR AXIN2 B3GLCT BMP4 BRF1 CACNA1I CCBE1 CDH1 CHSY1 CKAP2L COBLL1 COL11A1 CREBBP CTCF DLG1 DLX4 DPH2 DYNC2LI1 EDA EDARADD EP300 EVC EVC2 FARS2 FGF3 FGFR1 FGFR2 GJA1 GLI1 GRIA3 IKBKG IRF6 KAT6A KCNK9 KCNMA1 LRP6 MSX1 NECTIN1 NEK1 NHS PACS2 PAX9 PDGFRA PRKACA PRKACB PURA RIC1 ST14 SUMO1 TBC1D24 TGFA TP63 VPS13B WNT10A WNT10B HP_ABNORMAL_INFERIOR_VENA_CAVA_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_INFERIOR_VENA_CAVA_MORPHOLOGY ACVR2B CCDC103 CCDC39 CCDC40 CCDC65 CCNO CFAP221 CFAP298 CFAP300 CFAP74 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAL1 DRC1 FOXJ1 GAS2L2 GAS8 HYDIN KDM3B LRRC56 MCIDAS MMP21 NEK10 NME5 NME8 ODAD1 ODAD2 ODAD3 ODAD4 OFD1 RPGR RSPH1 RSPH3 RSPH4A RSPH9 SMOC1 SPAG1 SPEF2 STK36 TTC12 ZMYND10 HP_ABNORMAL_INTERMAMILLARY_DISTANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_INTERMAMILLARY_DISTANCE ABCD4 ADNP ALG14 ALG9 AMER1 AMMECR1 ARCN1 ARHGEF2 ASH1L ASXL1 B3GLCT BRAF CBL CDH11 CDK13 CERT1 CHD7 CHST3 CILK1 COG1 COX7B CPT2 CSPP1 DHCR7 DLK1 DUSP6 EED ERCC6 ERMARD EXOC2 FGF17 FGF8 FGFR1 FRAS1 FREM2 GATA4 GNB2 GNPTAB GNRH1 GNRHR GPC3 GPC4 GRIP1 HDAC4 HNRNPK HS6ST1 IBA57 IDH1 IGF1R INTU KANSL1 KAT6A KATNB1 KIAA0586 KIFBP KISS1 KISS1R KNSTRN KRAS LAMA5 LBR LZTR1 MAB21L1 MADD MAP2K1 MAPRE2 MEG3 MEGF8 MGAT2 MRAS NECTIN1 NF1 NHLH2 NRAS NSD2 NSMF NUP188 PACS1 PIGN PIK3CD PPP1CB PROK2 PROKR2 PSAT1 PTPN11 RAB18 RAF1 RASA2 RIPK4 RIT1 RRAS RRAS2 RTL1 SMARCA2 SMPD4 SMS SOS1 SOS2 SPRED2 SPRY4 SRY TAC3 TACR3 TBL1XR1 TFAP2A TIMM50 TMCO1 TMEM94 TOGARAM1 TP63 TRAF7 TTC5 TUBB UBE2A WASF1 WDR11 WDR37 WLS ZC4H2 ZNF148 HP_ABNORMAL_INTERNAL_CAROTID_ARTERY_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_INTERNAL_CAROTID_ARTERY_MORPHOLOGY ABCG5 ABCG8 APOB HOXA1 LDLR LDLRAP1 LMX1B NDE1 NF1 PCSK9 HP_ABNORMAL_INTERNAL_GENITALIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_INTERNAL_GENITALIA AAGAB AARS1 ADGRG2 ADH5 AGPAT2 AKT1 AKT2 ALG9 ALMS1 ANOS1 ANTXR2 APC AR ARHGAP31 ARID1B ARL6 ARVCF ATM AURKA AXIN1 AXIN2 B3GLCT BARD1 BAX BAZ1B BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCL7B BCOR BMP15 BMPR1A BMPR1B BNC1 BRAF BRCA1 BRCA2 BRD4 BRIP1 BSCL2 BTK BUB1 BUB1B BUB3 BUD23 C14orf39 CAPN15 CARS1 CAV1 CAVIN1 CBX2 CC2D2A CCDC141 CCDC28B CCND1 CCNQ CDC73 CDH1 CDKN1B CDKN1C CDKN2A CEACAM3 CEACAM6 CEP19 CEP290 CEP57 CFAP418 CFTR CHD7 CHEK2 CHRM3 CIDEC CLCA4 CLDN2 CLEC7A CLIP2 CLPP COL14A1 COL1A1 COL3A1 COL4A5 COL4A6 COL5A1 COL5A2 COL7A1 COMT COQ6 CORIN COX7B CPLX1 CREBBP CTBP1 CTC1 CTLA4 CTNNB1 CXCR4 CYB5A CYP11A1 CYP11B1 CYP17A1 CYP19A1 DACT1 DCAF17 DCC DCTN4 DDB1 DHCR7 DHH DHX37 DICER1 DKC1 DLC1 DLL3 DMRT1 DMRT3 DNAJC30 DUSP6 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 EDNRA EIF4H ELN EP300 EPCAM EPHB2 ERAL1 ERBB2 ERCC2 ERCC3 ERCC4 ERCC6 ESCO2 ESR1 EVC EVC2 EWSR1 F7 FAN1 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FEZF1 FGF10 FGF17 FGF20 FGF8 FGFR1 FGFR2 FGFR3 FGFRL1 FH FIGLA FKBP6 FLCN FLI1 FLRT3 FLT1 FOS FOXE1 FOXF1 FOXL2 FRAS1 FREM1 FREM2 FSHR FZD2 GATA2 GATA3 GATA4 GCLC GFRA1 GLI1 GLI3 GNAS GNB2 GNRH1 GNRHR GP1BB GREB1L GREM1 GRIP1 GSTM3 GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 HARS2 HCCS HDAC8 HES7 HESX1 HFE HFM1 HGD HIRA HLA-DPA1 HLA-DPB1 HMOX1 HNF1A HNF1B HOXA13 HOXD13 HS6ST1 HSD17B4 HYLS1 IDH1 IDH2 IFT172 IFT27 IFT74 IFT80 IGF2 IGHG2 IGKC IL10RB IL17F IL17RA IL17RC IL17RD INSR INTU IPO8 IRF6 ITGA8 JAK3 JMJD1C KCNN4 KCNQ1 KCNQ1OT1 KEAP1 KIF14 KIF7 KISS1 KISS1R KLF6 KLLN KRAS LARS2 LEP LEPR LETM1 LFNG LHB LIMK1 LIPE LMNA LMNB2 LONP1 LRP2 LZTFL1 LZTR1 MAD1L1 MAD2L2 MAMLD1 MAP3K1 MBD4 MCC MCM8 MDM2 MESP2 METTL27 MID1 MIF MINPP1 MKKS MKS1 MLH1 MLH3 MLXIPL MMP14 MMP2 MNX1 MPLKIP MRE11 MRPS22 MSH2 MSH3 MSH4 MSH5 MSH6 MSX1 MT-CYB MTM1 MXI1 MYC MYRF NAB2 NBN NCF1 NDNF NDP NDUFB11 NF2 NHLH2 NHP2 NIN NIPBL NOBOX NOP10 NPHP1 NPM1 NR0B1 NR2F2 NR5A1 NRAS NSD2 NSMF NTHL1 NUP107 OFD1 OPCML PALB2 PALLD PANX1 PARN PATL2 PAX3 PAX6 PDE11A PDGFRL PHF6 PHGDH PHKA2 PHKB PHKG2 PI4KA PIGN PIK3CA PIK3R1 PLA2G2A PLG PLIN1 PMM2 PMS1 PMS2 POLD1 POLE POLR1B POLR1C POLR1D POLR3H POR PPARG PPP1R12A PPP2R1A PPP2R3C PRKACA PRKACB PRKAR1A PRKN PRLR PROK2 PROKR2 PRTN3 PSMB8 PSMC3IP PTCH1 PTEN PTPN11 PTPN12 PTPN22 PTPRJ RABL3 RAD21 RAD50 RAD51 RAD51C RAD51D RAD54B RARB RBM8A RECQL4 RELA RET RFC2 RFWD3 RIPK4 RIPPLY2 RNASEL RNF113A RNF43 RNU12 RPS20 RPS6KA3 RREB1 RSPO2 RTEL1 RXYLT1 SALL1 SALL4 SCAPER SCLT1 SDCCAG8 SDHB SDHC SDHD SEC23B SEC24C SEMA3A SEMA3E SEMA4A SERPINA1 SETBP1 SETD2 SF3B4 SLC11A1 SLC26A9 SLC34A2 SLC35A2 SLC37A4 SLC6A14 SLC6A17 SLC9A3 SLX4 SMAD3 SMAD4 SMARCB1 SMC1A SMC3 SOHLH1 SOX10 SOX11 SOX3 SOX9 SPECC1L SPIDR SPINT2 SPRED1 SPRY4 SRC SRCAP SRD5A2 SRY STAG3 STAT6 STK11 STOX1 STRA6 STX1A TAC3 TACR3 TARS1 TBL2 TBX1 TBX3 TBX6 TCOF1 TCTN3 TERC TERT TGFB1 TGFBR1 TGFBR2 THOC6 TINF2 TLR2 TMEM270 TNXB TOE1 TP53 TP63 TRAF3IP2 TRAIP TRIM32 TRIP13 TRPV6 TSC1 TSC2 TTC8 TUBB8 TWNK TXNDC15 TYMS UBE2T UBR1 UFD1 UNG USB1 USF3 VAMP7 VHL VPS37D WDPCP WDR11 WDR35 WEE2 WNT10A WNT3 WNT4 WNT7A WNT7B WNT9B WRAP53 WRN WT1 WWOX XRCC2 ZEB2 ZFHX3 ZFPM2 ZFTA ZMYM2 ZPR1 ZSWIM7 HP_ABNORMAL_INTERVERTEBRAL_DISK_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_INTERVERTEBRAL_DISK_MORPHOLOGY ACP5 ANKH BPNT2 CHST3 COL2A1 COL9A1 DLL3 EXTL3 FN1 GON7 HES7 HGD HOXD13 LAGE3 LFNG LMNA LTBP3 MAP3K7 MATN3 MESP2 MT-ATP8 MT-TL1 NT5E NUP107 NUP133 OSGEP PLCB3 PPP1CB RIPPLY2 RNU4ATAC RRM2B SHOC2 SLC26A2 SMAD2 SMAD3 TBX1 TMEM53 TNFRSF11B TP53RK TPRKB TRAPPC2 TRPV4 WDR4 WDR73 XYLT2 YRDC HP_ABNORMAL_INTESTINE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_INTESTINE_MORPHOLOGY AAGAB ABCB1 ABCB11 ABCB4 ABCD1 ABL1 ACADVL ACOX2 ACTA2 ACTG2 ACVRL1 ADA2 ADAM17 ADAMTS3 AGA AHI1 AIRE AK2 AKR1D1 AKT1 ALDH18A1 ALG1 ALG12 ALG3 ALG6 ALG8 ALG9 AMACR AMER1 ANTXR2 AP1B1 AP1S1 APC APC2 APOB ARID1B ARL13B ARL3 ARL6 ARMC9 ARPC1B ARVCF ARX ASCL1 ASXL1 ASXL3 ATP7A ATP8B1 ATRX AURKA AXIN2 B2M B3GLCT B9D1 B9D2 BACH2 BAX BAZ1B BBS1 BCL10 BCL7B BCOR BDNF BICRA BLM BLNK BMPR1A BRAF BRCA1 BRCA2 BRD4 BRIP1 BTK BUB1 BUB1B BUB3 BUD23 C1R C1S C4A CALR CAMK2A CARD11 CARD8 CARMIL2 CASP10 CASZ1 CAV1 CAVIN1 CBL CBY1 CC2D2A CCBE1 CCDC103 CCDC22 CCDC28B CCDC39 CCDC40 CCDC47 CCDC65 CCN2 CCND1 CCNO CCNQ CCR1 CCR6 CD3G CD55 CD79A CD79B CDC45 CDCA7 CDK8 CDKN1A CDKN1B CDKN2A CDKN2B CDKN2C CDON CEACAM3 CEACAM6 CENPF CEP104 CEP120 CEP290 CEP41 CEP57 CFAP221 CFAP298 CFAP300 CFAP45 CFAP74 CFC1 CFTR CHD7 CHEK2 CHRM3 CHST14 CIITA CISD2 CLCA4 CLIP2 CLMP CLTRN COG6 COG8 COL14A1 COL1A1 COL3A1 COL5A1 COL5A2 COMT COX4I2 COX7B CPLANE1 CPLX1 CREBBP CSPP1 CTBP1 CTC1 CTLA4 CTNNB1 CTRC CXCR4 CYBA CYBB CYBC1 CYP7B1 DACT1 DCC DCLRE1B DCTN4 DDB1 DDX3X DDX59 DEF6 DGAT1 DHCR24 DHCR7 DHODH DICER1 DIS3L2 DISP1 DKC1 DLC1 DLL1 DMP1 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAJC21 DNAJC30 DNAL1 DNMT3B DOCK2 DOCK8 DOK7 DPYSL5 DRC1 DSE DSG1 DYNC2H1 DYRK1A DZIP1L ECE1 EDN3 EDNRA EDNRB EFEMP2 EFL1 EIF4H ELANE ELF4 ELN ENG ENPP1 EP300 EPCAM ERAP1 ERBB2 ERBB3 ERCC2 ERCC4 EWSR1 EXT1 EXT2 EYA1 F12 F13A1 F13B F5 FAH FAN1 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FARSB FAS FASLG FAT4 FBLN5 FBN2 FCGR2A FCHO1 FCN3 FERMT1 FGF20 FGF8 FGFR1 FGFR2 FGFR3 FGFRL1 FH FKBP6 FLCN FLI1 FLNA FLNB FOCAD FOXE1 FOXF1 FOXH1 FOXJ1 FOXP3 FRAS1 FREM1 FREM2 GABRD GAS1 GAS2L2 GAS8 GATA1 GATA6 GCLC GDF2 GDNF GFRA1 GLA GLI2 GMPPB GNAS GP1BB GPC3 GPC4 GPIHBP1 GPR35 GREB1L GREM1 GSTM3 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GUCY2C HABP2 HCCS HDAC8 HEATR3 HELLS HEPACAM HFE HIRA HLA-B HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRB1 HMBS HMGA2 HMOX1 HNRNPK HNRNPU HPGD HPS1 HSD3B7 HSPG2 HYDIN HYLS1 HYOU1 IDS IFNGR1 IFT43 IFT74 IGHG2 IGHM IGKC IGLL1 IKBKG IL10 IL10RA IL10RB IL12A IL12A-AS1 IL12RB1 IL21 IL23R IL2RA IL37 IL6 INAVA INPP5E INSR IPO8 IRF4 IRF5 IRGM ISL1 ITCH ITGA6 ITGA8 ITGB2 ITGB4 IVNS1ABP JAK1 JAK2 JAK3 JMJD1C KAT6A KAT6B KATNIP KCNAB2 KCNN4 KDM3B KDM6A KEAP1 KIAA0586 KIAA0753 KIF21A KIF26A KIF7 KIFBP KIT KITLG KLLN KLRC4 KMT2D KRAS L1CAM LBR LBX1 LCT LEMD3 LETM1 LIG3 LIG4 LIMK1 LIPA LMNA LMOD1 LONP1 LPIN2 LRBA LRP2 LRRC56 LRRC8A LTBP1 LTBP4 LUZP1 MAD1L1 MAD2L2 MADD MAP3K7 MASP2 MBD4 MBTPS2 MCC MCIDAS MCM6 MDM2 MED12 MEFV MEN1 METTL27 MID1 MIF MINPP1 MIR17HG MITF MKKS MKS1 MLH1 MLH3 MLXIPL MMEL1 MMP21 MMP23B MNX1 MPI MSH2 MSH3 MSH6 MST1 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TE MT-TF MT-TH MT-TK MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW MTOR MTRFR MTTP MUSK MUTYH MVK MYC MYCN MYD88 MYH11 MYLK MYO1H MYO5B MYOD1 MYRF NAA10 NCF1 NCF2 NCF4 NDUFB11 NEK1 NEK10 NEUROG3 NFKBIA NHP2 NIPBL NLRC4 NME5 NME8 NOD2 NODAL NOP10 NOTCH2 NOTCH3 NPHP1 NPHP3 NPM1 NRAS NRTN NSD1 NSD2 NSUN2 NTHL1 NUP88 OCRL ODAD1 ODAD2 ODAD3 ODAD4 ODC1 OFD1 OPLAH OTUD5 PACS1 PALB2 PALLD PARN PAX3 PCSK1 PDE11A PDE6D PDGFRA PDGFRB PDGFRL PDPN PERCC1 PET117 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PGAP2 PGAP3 PGM3 PHOX2B PI4KA PIBF1 PIEZO1 PIGL PIGN PIGO PIGV PIGW PIGY PIK3C2A PIK3CA PIK3CD PIK3CG PIK3R1 PKD1 PKHD1 PKP1 PLA2G2A PLA2G4A PLCG2 PLG PLVAP PMM2 PMS1 PMS2 PNLIP POLA1 POLD1 POLE POLG POLR1B POLR1C POLR1D PORCN POU2AF1 PPOX PPP1R12A PRDM16 PRF1 PRKAR1A PRKCD PRKCZ PRMT7 PRSS1 PRSS2 PRTN3 PSTPIP1 PTCH1 PTEN PTF1A PTPN12 PTPN22 PTPRJ PTRH2 RABL3 RAC2 RAD21 RAD51 RAD51C RAD54B RAPSN RARB RASGRP1 RBCK1 RBM10 RBM8A RECQL4 RELA RERE RET RFC2 RFWD3 RFX5 RFX6 RFXANK RFXAP RHBDF2 RIPK1 RMRP RNF43 RNU12 ROBO1 RPGR RPGRIP1L RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS6KA3 RPS7 RREB1 RRM2B RSPH1 RSPH3 RSPH4A RSPH9 RTEL1 RTTN RUNX1 SAA1 SALL1 SALL4 SAR1B SATB1 SATB2 SBDS SDHA SDHB SDHC SDHD SEC23B SEC24C SEMA3C SEMA3D SEMA4A SEMA4D SERPINA1 SERPING1 SETBP1 SETD2 SETD5 SF3B4 SGO1 SH2B1 SH3KBP1 SHH SHPK SI SIN3A SIX1 SIX3 SKI SKIC2 SKIC3 SLC10A2 SLC11A1 SLC12A2 SLC18A3 SLC25A12 SLC26A9 SLC29A3 SLC2A2 SLC37A4 SLC39A4 SLC39A7 SLC46A1 SLC51B SLC5A1 SLC6A14 SLC6A19 SLC6A8 SLC7A7 SLC9A3 SLCO2A1 SLX4 SMAD2 SMAD4 SMAD7 SMARCAL1 SMC1A SMC3 SMO SNAI2 SOCS1 SON SOX10 SPAG1 SPEF2 SPEN SPI1 SPIB SPINK1 SPINK5 SPINT2 SRC SRCAP SREBF1 SRP54 SRSF2 STAG2 STAT1 STAT3 STAT4 STAT5B STK11 STK36 STRA6 STX11 STX1A STX3 STXBP2 SUFU SYK TBC1D7 TBCE TBL2 TBX1 TCF3 TCF4 TCOF1 TCTN1 TCTN2 TCTN3 TDGF1 TEK TERC TERT TET2 TFAP2A TGFB1 TGFBR2 TGIF1 TINF2 TJP2 TLR2 TLR4 TMEM138 TMEM216 TMEM218 TMEM231 TMEM237 TMEM270 TMEM67 TMEM94 TMPRSS6 TNFAIP3 TNFRSF1A TNFSF15 TNPO3 TOGARAM1 TOM1 TP53 TP63 TREH TRIP13 TRMT5 TSR2 TTC12 TTC7A TTR TUBA1A TWNK TYMP TYMS TYR UBAC2 UBE2T UBE3B UBE4B UBR1 UFD1 UNC13D UNC45A USB1 USF3 VANGL1 VARS1 VPS35L VPS37D VPS51 WAC WAS WASHC5 WBP11 WFS1 WIPF1 WNT2B WNT4 WNT7B WNT9B WRAP53 WT1 XIAP XRCC2 XRCC4 XYLT2 ZAP70 ZBTB24 ZEB2 ZFPM2 ZIC2 ZIC3 ZMPSTE24 ZMYND10 ZNF423 ZNF699 ZPR1 HP_ABNORMAL_INTONATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_INTONATION ADAMTSL2 AR ARID1B BLM BRD4 BSCL2 CHRNB1 CTNND2 CWF19L1 DNAJC13 EED EIF4G1 ERCC4 EZH2 FAM111A FBXO7 FMR1 GBA1 GHR GIGYF2 GRB10 GRIN2A HDAC8 HSPG2 IGF1R ITPA LMNA LRRK2 MDM2 MED12 MFN2 MORC2 MTX2 MYH7 NBAS NIPBL NSD1 ORC4 P4HB PCNT POC1A POLD1 PPP1R15B RAD21 RBBP8 RIN2 SEC24D SELENON SEMA5A SERPINH1 SMARCAL1 SMC1A SMC3 SNCA SRCAP SRPX2 STAT5B SUZ12 SYT2 TRIM37 TRMT10A TRPS1 TTN VPS35 WRN XRCC4 ZMPSTE24 HP_ABNORMAL_INTRAHEPATIC_BILE_DUCT_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_INTRAHEPATIC_BILE_DUCT_MORPHOLOGY AKR1D1 CC2D2A CLDN1 DCDC2 DZIP1L IL12A IL12RB1 INPP5E IRF5 JAG1 KIF3B LMBRD1 LMNA MED12 MMEL1 PEX1 PEX14 PEX2 PEX5 PKHD1 POU2AF1 RPGRIP1L SPIB TCTN3 TMEM67 TNFSF15 TNPO3 TTC26 VPS33B WDR19 ZFYVE19 HP_ABNORMAL_INTRAOCULAR_PRESSURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_INTRAOCULAR_PRESSURE ADAMTS17 ASB10 ASPH BAP1 C1QTNF5 CHRDL1 CHST14 COL18A1 COL2A1 COL8A2 CYP1B1 CYSLTR2 DSE EFEMP1 FN1 FOXE3 GLIS3 GNA11 GNAQ GRHL2 HLA-A HMX1 LMX1B LOXL1 LTBP2 MYOC NFIA OVOL2 PITX3 PRSS56 PXDN SF3B1 SLC39A14 TEK VSX1 ZEB1 HP_ABNORMAL_INVOLUNTARY_EYE_MOVEMENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_INVOLUNTARY_EYE_MOVEMENTS AARS1 AARS2 ABCA4 ABCB7 ABCC9 ABHD12 ABHD5 ACBD5 ACO2 ACOX1 ACTL6B ADAMTSL4 ADAR ADD3 ADGRG1 ADGRV1 ADORA2A ADPRS ADSL AFF3 AFG3L2 AGBL5 AGK AGRN AGTPBP1 AHDC1 AHI1 AHR AIFM1 AIMP1 AIPL1 ALDH18A1 ALG1 ALG13 ALG2 ALG3 ALG8 ALMS1 ALS2 ALX4 ANK1 ANKRD11 ANO10 ANOS1 ANTXR1 AP3B1 AP3B2 AP3D1 AP4E1 APC APC2 APTX ARHGEF18 ARHGEF2 ARID1B ARL13B ARL2BP ARL3 ARL6 ARMC9 ARNT2 ARV1 ARX ASAH1 ASH1L ASPA ATAD3A ATCAY ATF6 ATG5 ATM ATN1 ATOH7 ATP13A2 ATP1A2 ATP1A3 ATP2B3 ATP5F1A ATP5F1D ATP5F1E ATP5MK ATP6V1A ATP6V1B2 ATP6V1E1 ATPAF1 ATPAF2 ATXN1 ATXN10 ATXN2 ATXN3 ATXN7 ATXN8OS B3GLCT B4GALNT1 B9D1 B9D2 BAZ1B BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCAS3 BCL7B BCOR BDNF BEAN1 BEST1 BLOC1S3 BLOC1S5 BLOC1S6 BMP4 BRAF BRAT1 BRCA1 BRCA2 BRD4 BRIP1 BUB1B BUD23 CA4 CABP4 CACNA1A CACNA1B CACNA1E CACNA1F CACNA1G CACNA1H CACNA2D1 CACNA2D2 CACNA2D4 CACNB4 CAMK2B CAMTA1 CAPN1 CARS1 CASK CASZ1 CAV1 CBL CBY1 CC2D2A CCDC141 CCDC28B CDH3 CDHR1 CDK19 CELF2 CENPE CEP104 CEP120 CEP164 CEP19 CEP290 CEP41 CEP78 CERKL CERS1 CFAP410 CFAP418 CHAT CHD7 CHD8 CHKA CHN1 CISD2 CLCN3 CLCN6 CLCN7 CLDN11 CLDN16 CLDN19 CLIP2 CLN3 CLN5 CLP1 CLPB CLRN1 CLTC CLTCL1 CLTRN CNGA1 CNGA3 CNGB1 CNGB3 CNKSR2 CNNM4 CNOT3 CNTNAP2 COG4 COL11A1 COL13A1 COL18A1 COL25A1 COQ2 COQ5 COX10 COX15 CP CPLANE1 CPLX1 CPSF3 CRB1 CREBBP CRIPT CRLS1 CRX CRYAA CRYBA4 CRYBB1 CRYBB2 CRYGC CRYGD CSF1R CSPP1 CTBP1 CTDP1 CTNNB1 CWF19L1 CYFIP2 CYP1B1 CYP27A1 CYP7B1 DAB1 DALRD3 DARS1 DARS2 DCC DCT DCX DDB1 DEGS1 DGUOK DHCR24 DHCR7 DHDDS DHX37 DHX38 DKK1 DLAT DNAJC12 DNAJC30 DNM1 DNM1L DNMBP DNMT1 DOHH DOLK DPAGT1 DPM1 DPP6 DPYD DTNBP1 DUSP6 EBP ECHS1 EDNRB EEF1A2 EEF2 EFNB1 EGR2 EIF2S3 EIF3F EIF4H ELN ELOVL1 ELOVL4 ELOVL5 EMC10 EP300 EPG5 EPRS1 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ERLIN2 ERMARD ESCO2 EXOSC2 EXOSC3 EXOSC5 EXOSC8 EXOSC9 EXT2 EXTL3 EYS FA2H FAM149B1 FAM161A FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAR1 FASTKD2 FAT2 FBN1 FBXL4 FBXO28 FCSK FDX2 FDXR FEZF1 FGF12 FGF13 FGF14 FGF17 FGF8 FGFR1 FGFRL1 FKBP6 FLRT1 FLRT3 FMR1 FOCAD FOXC1 FOXE3 FOXG1 FOXL2 FOXP1 FOXRED1 FRMD5 FRMD7 FRMPD4 FRRS1L FSCN2 FUS FXN FZR1 GABBR2 GABRA1 GABRA2 GABRA3 GABRA5 GABRB2 GABRB3 GABRD GABRG2 GALC GALNT2 GAN GATA1 GATA3 GBA1 GBA2 GCH1 GDAP2 GDF3 GDF6 GFAP GFER GFM1 GJA1 GJA8 GJB1 GJC2 GLRX5 GM2A GMPPA GMPPB GNAS GNAT1 GNAT2 GNB1 GNB3 GNB5 GOSR2 GPAA1 GPR143 GPR179 GRIA4 GRID2 GRIK2 GRIN2A GRIN2D GRK1 GRM1 GRM6 GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GUCA1B GUCY2D H3-3A HARS1 HCN1 HDAC8 HECW2 HESX1 HGSNAT HIBCH HID1 HIKESHI HK1 HLA-B HLA-DRB1 HMGB3 HMX1 HNRNPH1 HNRNPR HPDL HPS1 HPS3 HPS4 HPS5 HPS6 HS6ST1 HSD17B10 HSD17B4 HSPD1 HSPG2 HTRA1 HTT HUWE1 HYLS1 IARS2 IBA57 IDH1 IDH3A IDH3B IFIH1 IFRD1 IFT122 IFT140 IFT172 IFT27 IFT43 IFT52 IFT74 IFT88 IGBP1 IL17RD IMPDH1 IMPDH2 IMPG1 IMPG2 INPP5E INPP5K IPO8 IQCB1 IQSEC2 IRF2BPL ISCA2 ITPR1 JAM2 JRK KANK1 KARS1 KATNIP KCNA2 KCNAB2 KCNB1 KCNC3 KCND3 KCNH1 KCNJ13 KCNK4 KCNMA1 KCNN2 KCNV2 KDM6A KIAA0586 KIAA0753 KIAA1549 KIDINS220 KIF11 KIF1A KIF1B KIF1C KIF21A KIF2A KIF5A KIF7 KIZ KLC2 KLHL7 KMT2B KMT2D KRAS KRT10 KRT14 KRT5 L1CAM L2HGDH LAGE3 LAMA1 LAMB2 LARGE1 LCA5 LETM1 LIG4 LIM2 LIMK1 LMBRD2 LMNB1 LONP1 LRAT LRIT3 LRMDA LRP4 LRP5 LRPPRC LSM11 LUZP1 LYRM7 LYST LZTFL1 LZTR1 MAB21L1 MAB21L2 MAD1L1 MAD2L2 MAF MAFB MAG MAK MAN2B1 MAP2K1 MAP2K2 MAPK8IP3 MAPKAPK5 MARS2 MBTPS2 MC1R MCOLN1 MECR MED11 MED12 MERTK METTL27 MICOS13 MINPP1 MKKS MKS1 MLXIPL MMACHC MMADHC MME MMP23B MN1 MOCS1 MOCS2 MPC1 MPDU1 MPDZ MPLKIP MPV17 MPZ MRAS MRE11 MRPL12 MRPS34 MT-ATP6 MT-ATP8 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TK MT-TL1 MT-TV MT-TW MTFMT MTHFR MTPAP MTR MTRFR MTRR MTSS2 MVK MYO5A MYO7A MYO9A NAA10 NADK2 NAGA NAGLU NALCN NANS NARS2 NAXE NCAPG2 NCF1 NDNF NDP NDST1 NDUFA1 NDUFA11 NDUFA6 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB9 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NECAP1 NEDD4L NEFL NEK2 NELFA NEU1 NFIX NHS NIPBL NKX6-2 NMNAT1 NOP56 NOTCH2NLC NPHP1 NPHP4 NPTX1 NR2E3 NR2F1 NR4A2 NRAS NRL NSD1 NSD2 NSUN2 NSUN3 NT5C2 NTNG2 NTRK2 NUBPL NUP54 NUP62 NUS1 NYX OCA2 OCLN OCRL OFD1 OGDHL OGT OPA1 OPA3 OPHN1 OPN1LW OPN1MW OPN1SW OSGEP OSTM1 OTUD5 OTX2 OXR1 P4HA2 P4HTM PACS1 PACS2 PAK2 PALB2 PANK4 PARS2 PAX2 PAX6 PAX7 PBX1 PCARE PCYT1A PCYT2 PDE6A PDE6B PDE6C PDE6D PDE6G PDE6H PDGFRB PDP1 PDPN PDZD7 PET100 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PGAP1 PHF21A PHF6 PHGDH PHIP PHOX2A PHYH PI4KA PIBF1 PIGG PIGL PIGN PIGQ PIGS PIGT PIGU PIK3R5 PITX2 PLA2G6 PLAA PLD3 PLEKHG2 PLK4 PLP1 PLXNA1 PMM2 PMP22 PMPCA PNPLA6 PNPO PNPT1 POC1B POGZ POLG POLR3A POLR3B POLR3K POMGNT1 PORCN POU3F4 POU4F1 PPFIBP1 PPP1CB PPP1R21 PPP2R5D PPP3CA PRCD PRDM13 PRDM16 PRDX1 PRDX3 PRKCG PRKCZ PRKD1 PRNP PROK2 PROKR2 PROM1 PRPF3 PRPF31 PRPF4 PRPF6 PRPF8 PRPH2 PRPS1 PRR12 PRRT2 PRSS12 PRX PSAP PSAT1 PSMD12 PTCD3 PTPN11 PTPN22 PURA PUS3 PYCR2 RAB11B RAB18 RAD21 RAD51 RAD51C RAF1 RARS1 RASA2 RBL2 RBP3 RD3 RDH12 RECQL4 REEP6 REPS1 RERE RFC1 RFC2 RFWD3 RFX7 RGR RHO RHOA RIMS2 RIPOR2 RIT1 RLBP1 RNASEH2A RNASEH2B RNASEH2C RNASET2 RNF113A RNF216 RNU12 RNU4ATAC RNU7-1 ROBO1 ROBO3 ROM1 RORA RP1 RP1L1 RP2 RP9 RPE65 RPGR RPGRIP1 RPGRIP1L RPIA RRAS RRAS2 RTN4IP1 RUBCN SACS SAG SALL2 SALL4 SAMD9L SAMHD1 SCAPER SCLT1 SCN1A SCN2A SCN3A SCN8A SCO2 SCUBE3 SDCCAG8 SDHA SDHAF1 SDHB SDHD SEMA3A SEMA3E SEMA4A SERPINI1 SETD2 SETX SH3TC2 SIGMAR1 SIL1 SIN3A SIX6 SKI SLC12A6 SLC13A5 SLC16A2 SLC17A5 SLC18A3 SLC19A2 SLC19A3 SLC1A2 SLC1A3 SLC24A1 SLC24A5 SLC25A1 SLC25A20 SLC25A24 SLC25A4 SLC25A46 SLC29A3 SLC2A1 SLC33A1 SLC35A1 SLC35A2 SLC35B2 SLC38A3 SLC38A8 SLC39A8 SLC45A2 SLC4A11 SLC52A2 SLC5A6 SLC5A7 SLC6A19 SLC6A3 SLC6A6 SLC7A14 SLC9A1 SLC9A6 SLX4 SMC1A SMC3 SMPD1 SNAP25 SNIP1 SNRNP200 SNRPN SNX10 SNX14 SON SOS1 SOS2 SOST SOX10 SOX2 SOX3 SPART SPAST SPATA5 SPATA7 SPEN SPG11 SPG7 SPRED2 SPRY4 SPTBN2 SPTBN4 SPTLC1 SQSTM1 SRD5A3 SREBF1 SRPX2 SRY STUB1 STX16 STX1A STX3 SUFU SUPT16H SURF1 SYNE1 SYNGAP1 SYNJ1 SYT1 SYT14 SYT2 SZT2 TACR3 TAF1 TAF2 TANGO2 TAOK1 TARS1 TAT TBC1D24 TBCD TBCK TBL1XR1 TBL2 TBP TCEAL1 TCIRG1 TCTN1 TCTN2 TCTN3 TDP1 TELO2 TENM3 TET3 TFAP2A TGM6 THG1L THOC2 TIMMDC1 TINF2 TKFC TMEM106B TMEM126A TMEM126B TMEM138 TMEM163 TMEM216 TMEM218 TMEM231 TMEM237 TMEM240 TMEM270 TMEM63A TMEM63C TMEM67 TNFRSF11A TNFSF11 TOE1 TOGARAM1 TONSL TOPORS TPK1 TPP1 TRAF3IP1 TRAK1 TRAPPC6B TREX1 TRIM32 TRIM44 TRIP13 TRPM1 TRPV6 TSPAN7 TTBK2 TTC19 TTC8 TTPA TTR TUB TUBA1A TUBB2B TUBB3 TUBB4A TUBB4B TUBGCP4 TUBGCP6 TUFM TULP1 TWNK TYR TYRP1 UBA5 UBAP1 UBE2T UBE3A UBE3B UBE4B UCHL1 UGP2 UNC80 UROC1 USH1C USH2A USP45 USP7 USP8 VAMP1 VLDLR VPS13B VPS13D VPS33A VPS37D VPS41 VRK1 VWA3B WARS2 WDPCP WDR11 WDR19 WDR35 WDR45 WDR48 WDR73 WFS1 WHRN WT1 WWOX XRCC1 XRCC2 XRCC4 XYLT2 YAP1 YARS1 YARS2 YWHAG ZFYVE26 ZNF292 ZNF408 ZNF423 ZNF513 ZNF699 HP_ABNORMAL_IRIS_PIGMENTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_IRIS_PIGMENTATION ACTB ACTG1 ADAMTSL4 ADGRV1 AKT1 AP3B1 AP3D1 ARSG ATP10A BAZ1B BCL7B BEST1 BLOC1S3 BLOC1S5 BLOC1S6 BUD23 C1QTNF5 CASZ1 CDH23 CEP78 CHN1 CHRDL1 CIB2 CLIP2 CLRN1 COL18A1 CPAMD8 DCT DNAJC30 DTNBP1 EDC3 EDN3 EDNRB EIF4H ELN ELP1 EPG5 ESPN FKBP6 GABRD GATA1 GNAQ GPR143 GTF2I GTF2IRD1 GTF2IRD2 HARS1 HERC2 HPS1 HPS4 HPS5 HPS6 HRAS HSPG2 IMPG1 IMPG2 KANSL1 KCNAB2 KIT KITLG LIMK1 LMX1B LRMDA LUZP1 LYST MAFB MAGEL2 MAPK1 MC1R METTL27 MITF MKRN3 MLPH MLXIPL MMP23B MT-TS2 MYH11 MYO5A MYO7A NCF1 NDN NPAP1 OCA2 PAH PAX3 PCDH15 PDE4D PDPN PDZD7 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PITX2 PNPLA6 PRDM16 PRKAR1A PRKCZ PRPH2 PRR12 PTEN PWAR1 PWRN1 RAB27A RERE RFC2 RLIM SALL4 SKI SLC24A5 SLC45A2 SNAI2 SNORD115-1 SNORD116-1 SNRPN SOS1 SOX10 SPEN STX1A TBL2 TMEM270 TP63 TYR TYRP1 UBE3A UBE4B USH1C USH1G USH2A VPS37D WDR45 WHRN XYLT2 HP_ABNORMAL_ISCHIUM_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_ISCHIUM_MORPHOLOGY ABCC9 ALG9 CAV1 CCDC8 CCN2 CCR6 CDCA7 COL11A1 COL11A2 COL2A1 CUL7 EXTL3 FGFR2 HLA-DRB1 HSPG2 IFT43 INPPL1 IRF5 KAT6B KIAA0319L LIFR OBSL1 PAM16 TBX15 TMEM53 TRIP11 HP_ABNORMAL_ISOHEMAGGLUTININ_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_ISOHEMAGGLUTININ_LEVEL ARHGEF1 CD19 CD79A CR2 MALT1 PRKCD SLC35C1 HP_ABNORMAL_JAW_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_JAW_MORPHOLOGY AARS1 ABAT ABCD1 ABCD4 ABL1 ACAN ACTA1 ACTA2 ACTB ACTG1 ACTG2 ADA2 ADAMTS10 ADAMTS2 ADAMTS3 ADAMTSL1 ADAMTSL2 ADAMTSL4 ADAT3 ADGRG1 ADGRG6 AEBP1 AFF3 AFF4 AGA AGPAT2 AGRN AHDC1 AIMP2 AIP AKT1 ALDH1A2 ALG1 ALG11 ALG12 ALG13 ALG14 ALG9 ALX1 ALX3 ALX4 AMER1 AMMECR1 ANAPC7 ANK1 ANKH ANKLE2 ANKRD11 ANKRD55 ANO5 ANTXR1 AP1S2 AP2M1 AP3D1 AP4M1 APC APC2 ARCN1 ARHGAP29 ARHGEF38 ARID1B ARID2 ARL6IP6 ARNT2 ARSL ARVCF ARX ASNS ASPH ASXL1 ASXL2 ASXL3 ATAD3A ATG7 ATP10A ATP6AP2 ATP6V0A1 ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 ATP7A ATPAF2 ATR ATRIP ATRX AUTS2 B3GALT6 B3GAT3 B3GLCT B4GALT7 B9D1 B9D2 BANF1 BAZ1B BCAP31 BCL11A BCL11B BCL7B BDNF BGN BICD2 BICRA BIN1 BLM BLTP1 BMP2 BMP4 BMPER BNC2 BPNT2 BPTF BRAF BRAT1 BRCA1 BRCA2 BRCC3 BRD4 BRF1 BRIP1 BSCL2 BUB1 BUB1B BUB3 BUD23 C12orf57 C1R C1S C2CD3 CA2 CACNA1C CACNA1G CAMTA1 CANT1 CARS1 CASK CAV1 CAVIN1 CBFB CBL CC2D2A CCBE1 CCDC22 CCDC32 CCDC88A CCNK CD247 CD96 CDC42BPB CDC45 CDC6 CDC73 CDCA7 CDH1 CDH11 CDK5 CDKN1C CDT1 CENPE CENPF CENPJ CEP120 CEP135 CEP152 CEP290 CEP55 CEP57 CFL2 CHAT CHD5 CHD7 CHD8 CHN1 CHRNA1 CHRND CHRNE CHRNG CHST14 CHST3 CHSY1 CHUK CILK1 CLCF1 CLCN3 CLCN4 CLCN7 CLIC2 CLIP2 CLPB CLTCL1 CNOT2 CNOT3 CNTN1 CNTNAP1 COASY COBLL1 COG1 COG4 COG5 COG6 COG7 COG8 COL11A1 COL11A2 COL12A1 COL13A1 COL1A1 COL1A2 COL25A1 COL2A1 COL3A1 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 COL9A1 COL9A2 COL9A3 COLEC11 COLQ COMT COX7B CPE CPLANE1 CPLX1 CREB3L1 CREBBP CRIPT CRLF1 CRPPA CRTAP CSGALNACT1 CSNK2A1 CSNK2B CSPP1 CTBP1 CTC1 CTDP1 CTNND2 CTSK CTU2 CUL4B CUL7 CWC27 D2HGDH DCHS1 DDB1 DDR2 DDX3X DEAF1 DGCR2 DGCR6 DGCR8 DHCR24 DHCR7 DHODH DHX30 DICER1 DIS3L2 DKC1 DLG1 DLK1 DLX4 DNA2 DNAJC21 DNAJC30 DNMT3A DNMT3B DOCK3 DOCK6 DOK7 DONSON DPAGT1 DPH1 DPH2 DPH5 DPM1 DPM2 DPYD DPYSL5 DSE DSTYK DVL1 DVL3 DYM DYNC2H1 DYNC2I1 DYNC2I2 DYRK1A DZIP1L EBP ECEL1 EDA EDEM3 EDN1 EDNRA EED EFEMP2 EFTUD2 EHMT1 EIF4A3 EIF4H EIF5A ELN EMC1 EMG1 EP300 EPG5 ERBB3 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ERF ERGIC1 ERMARD ESCO2 ESS2 EXOC7 EXOSC1 EXOSC5 EXT1 EXT2 EXTL3 EYA1 EZH2 FAM149B1 FAM20C FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FARS2 FAT4 FBN1 FBN2 FBXL3 FBXO28 FBXO31 FBXW11 FDFT1 FGD1 FGF10 FGF3 FGFR1 FGFR2 FGFR3 FGFRL1 FHL1 FIG4 FKBP6 FKRP FKTN FLCN FLII FLNA FLNB FLVCR2 FMR1 FOCAD FOS FOXC1 FOXC2 FOXE1 FOXE3 FOXF1 FOXG1 FOXP1 FOXP2 FRA10AC1 FRMPD4 FTO FUT8 FZD2 GABRA3 GAD1 GALNS GATA1 GATA4 GATAD2B GBA1 GDF11 GEMIN4 GFPT1 GHR GJA1 GJA5 GJA8 GLB1 GLDN GLE1 GLI2 GLI3 GMNN GNA11 GNAI3 GNB2 GNPAT GNPTAB GOLGA2 GON7 GORAB GP1BB GPC3 GPC4 GPC6 GPKOW GPR101 GRB10 GRHL3 GRIA3 GRIA4 GRIP1 GSC GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 H3-3A H3-3B H4C3 H4C5 H4C9 HACD1 HBA1 HBA2 HBB HCCS HDAC6 HDAC8 HEATR3 HECTD4 HELLS HERC1 HERC2 HEY2 HIRA HMGA2 HMX1 HNF1B HNRNPH1 HNRNPH2 HNRNPK HNRNPR HNRNPU HOXB1 HPDL HRAS HS2ST1 HS6ST2 HSD17B4 HSPG2 HUWE1 HYLS1 HYMAI HYOU1 IARS2 IBA57 IDH1 IDS IDUA IFIH1 IFT140 IFT43 IFT80 IGBP1 IGF1 IGF1R IGF2 IGFALS IL11RA IL1RAPL1 IL2RA IL2RB IL6ST INSR INTS1 INTU IPO8 IQSEC2 IRF6 IRX5 ITGA7 ITGA8 JARID2 JMJD1C KAT5 KAT6A KAT6B KATNB1 KBTBD13 KCNC2 KCNH1 KCNJ2 KCNJ5 KCNJ6 KCNK4 KCNK9 KCNMA1 KCNN3 KCTD1 KDM4B KDM5C KDM6A KDM6B KIAA0586 KIAA0753 KIDINS220 KIF11 KIF14 KIF15 KIF21A KIF26A KIF7 KIFBP KLHL41 KMT2A KMT2B KMT2D KNL1 KPTN KRAS LAGE3 LAMA2 LAMB2 LARGE1 LAS1L LBR LEMD2 LEMD3 LETM1 LGI4 LIFR LIG4 LIMK1 LMBRD2 LMNA LMOD3 LOX LRP4 LRP5 LRPPRC LRRC32 LTBP3 LTBP4 LZTR1 MAD1L1 MAD2L2 MADD MAF MAFB MAGEL2 MAMLD1 MAN2B1 MAN2C1 MAP2K1 MAP3K20 MAP3K7 MAPK1 MAPK8IP3 MAPKAPK5 MAPRE2 MARS1 MAT2A MBD5 MCM5 MCTP2 MECP2 MED12 MED13L MED25 MEG3 MEGF8 MEN1 MESD METTL27 MFAP5 MGAT2 MIA3 MID1 MINPP1 MIPEP MITF MKS1 MLXIPL MMP2 MOGS MPLKIP MRAS MRPS22 MSL3 MSTO1 MSX1 MTM1 MTX2 MUSK MYBPC1 MYCN MYH11 MYH3 MYH7 MYH8 MYL11 MYL2 MYLK MYMK MYMX MYO18B MYO9A MYOD1 MYPN NAA10 NALCN NARS1 NBN NCAPG2 NCF1 NDE1 NDST1 NDUFB11 NEB NECTIN1 NEDD4L NEK1 NEK9 NELFA NEPRO NEXMIF NF1 NFASC NFIX NHP2 NHS NIPBL NOP10 NOTCH2 NOTCH3 NPM1 NR2F1 NRAS NRCAM NSD1 NSD2 NSDHL NSMCE2 NSRP1 NSUN2 NUDT2 NUP107 NUP133 NUP188 NUP85 NUP88 NXN OCA2 OCLN OCRL ODC1 OFD1 OPHN1 ORC1 ORC4 ORC6 OSGEP OSTM1 OTUD5 OTUD6B OTX2 P4HB P4HTM PAH PAK2 PALB2 PARN PAX1 PAX3 PAX6 PAX7 PCDHGC4 PCGF2 PCNT PDE4D PDE6D PDGFRA PDGFRB PEPD PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PGAP2 PGAP3 PGM1 PHF21A PHGDH PHIP PI4KA PIEZO1 PIEZO2 PIGA PIGB PIGF PIGG PIGL PIGN PIGO PIGQ PIGT PIGV PIGW PIGY PIK3C2A PIK3CA PIK3R1 PITX2 PKDCC PKHD1 PLA2G6 PLAA PLAG1 PLAGL1 PLCB4 PLK4 PLVAP PLXND1 PMM2 PNKD POC1A POGZ POLA1 POLD1 POLE POLR1A POLR1B POLR1C POLR1D POLR3A POMGNT1 POMT1 POMT2 PPARG PPP1R12A PPP1R15B PPP3CA PQBP1 PRDM13 PREPL PRIM1 PRKACA PRKACB PRKAR1A PRKG1 PRKG2 PRMT7 PRORP PRR12 PRRT2 PRRX1 PRUNE1 PSAT1 PSMC1 PSMD12 PSPH PTCH1 PTCH2 PTDSS1 PTEN PTH1R PTPN11 PTPN2 PTPN22 PUF60 PURA PUS1 PUS7 PYCR1 PYCR2 PYROXD1 RAB18 RAB23 RAB33B RAB3GAP1 RAB3GAP2 RAC3 RAD21 RAD51 RAD51C RAF1 RAI1 RAPSN RARB RASA2 RB1 RBBP8 RBM10 RBM8A RDH11 RECQL RECQL4 RELN RERE REV3L RFC2 RFT1 RFWD3 RFX7 RHOBTB2 RIC1 RIN2 RIPK4 RIT1 RLIM RMRP RNF113A RNF125 RNU12 RNU4ATAC ROBO1 ROR2 RPGRIP1 RPGRIP1L RPL10 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS6KA3 RPS7 RRAS RRAS2 RREB1 RSPO2 RSRC1 RTEL1 RTL1 RTTN RUNX2 RUSC2 RYR1 RYR3 SALL4 SATB2 SC5D SCARF2 SCN4A SCN9A SCNM1 SCYL2 SEC23A SEC24C SEC24D SEC31A SELENON SEMA5A SERPINH1 SETBP1 SETD2 SETD5 SF3B2 SF3B4 SFRP4 SH2B1 SH3BP2 SH3PXD2B SHANK3 SHOX SIM1 SIN3A SIX1 SIX3 SIX5 SKI SLC10A7 SLC12A2 SLC12A6 SLC18A3 SLC25A1 SLC25A19 SLC25A24 SLC26A2 SLC29A3 SLC2A10 SLC35A2 SLC35A3 SLC35B2 SLC35C1 SLC37A4 SLC3A1 SLC5A7 SLC6A17 SLC6A8 SLC6A9 SLC9A6 SLX4 SMAD2 SMAD3 SMAD4 SMC1A SMC3 SMC5 SMG8 SMO SMOC1 SMPD4 SMS SNAP25 SNIP1 SNRPB SNRPN SOBP SON SOS1 SOS2 SOST SOX18 SOX5 SOX6 SOX9 SP7 SPATA5 SPATA5L1 SPECC1L SPEG SPEN SPOP SPRED1 SPRED2 SPRTN SRCAP SRPX2 SRY SSR4 STAC3 STAG1 STAG2 STAMBP STAT4 STEEP1 STRA6 STT3A STX1A SUFU SUPT16H SUZ12 SVIL SYT2 TAB2 TAF1 TAFAZZIN TAPT1 TARS1 TASP1 TBC1D20 TBC1D2B TBC1D7 TBCD TBCE TBCK TBL2 TBX1 TBX15 TBX4 TCOF1 TCTN1 TCTN2 TCTN3 TELO2 TENT5A TERC TERT TFAP2A TGDS TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 THOC6 THSD4 THUMPD1 TINF2 TMCO1 TMEM107 TMEM216 TMEM231 TMEM237 TMEM270 TMEM67 TMEM70 TNFSF11 TNNI2 TNNT3 TNPO2 TNRC6B TOE1 TONSL TOPORS TOR1A TP53RK TP63 TPM2 TPM3 TPRKB TRAIP TRIO TRIP11 TRIP13 TRIP4 TRMT1 TRMT10A TRPM3 TRPS1 TRRAP TSEN54 TSR2 TTN TUBA1A TUBB TUBB3 TUBGCP2 TWIST1 TWIST2 TXNDC15 TXNL4A TYMS UBA1 UBA2 UBB UBE2T UBE3A UBE3B UFD1 UNC80 UPF3B USB1 VAC14 VAMP1 VARS1 VPS13A VPS13B VPS33B VPS35L VPS37D VPS53 WASHC5 WBP11 WDR11 WDR26 WDR35 WDR4 WDR62 WDR73 WLS WNT3 WNT5A WNT7A WRAP53 WT1 XRCC2 XRCC4 YARS1 YARS2 YRDC YY1 ZBTB11 ZBTB18 ZBTB20 ZBTB24 ZC4H2 ZDHHC9 ZEB2 ZMIZ1 ZMPSTE24 ZNF292 ZNF335 ZNF341 ZNF668 ZNF699 ZNHIT3 HP_ABNORMAL_JEJUNUM_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_JEJUNUM_MORPHOLOGY AP1S1 CENPF MIR17HG MYCN PI4KA PPP1R12A RFX6 SLC25A12 TTC7A ZNF699 HP_ABNORMAL_JOINT_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_JOINT_MORPHOLOGY AARS1 ABCC6 ABCC9 ABCD1 ABCG8 ACAN ACP5 ACTA1 ACTB ACTG1 ACTG2 ACVR1 ADA2 ADAMTS2 ADAMTS3 ADAMTSL2 ADAR ADAT3 ADGRG1 ADGRG6 ADGRV1 ADNP AEBP1 AFF3 AFF4 AGA AGRN AIFM1 AIP AKT1 ALAD ALDH18A1 ALG12 ALG14 ALG2 ALG3 ALG9 ALPK3 ALPL ALX1 ALX3 AMER1 ANAPC1 ANGPT2 ANK1 ANKH ANKLE2 ANKRD11 ANKRD55 ANO10 ANO5 ANTXR2 AP1S3 AP2S1 AP3B1 AP4B1 AP4E1 AP4M1 AP4S1 APC APC2 APOE ARF1 ARFGEF2 ARID1B ARL6IP1 ARNT2 ARPC4 ARSB ARSK ARSL ARVCF ASAH1 ASH1L ASPH ASPN ASXL1 ASXL2 ASXL3 ATAD1 ATL1 ATL3 ATP5F1D ATP6AP2 ATP6V0A2 ATP6V1A ATP6V1E1 ATP7A ATP7B ATR ATRX AUTS2 B3GALT6 B3GAT3 B3GLCT B4GALT7 BAG3 BANF1 BANK1 BAZ1B BCL7B BCOR BCR BGN BHLHA9 BICD2 BICRA BIN1 BLK BLNK BMP1 BMP2 BMP6 BMPER BMPR1B BPNT2 BPTF BRAF BRCA1 BRCA2 BRD4 BRF1 BRIP1 BRPF1 BTK BTNL2 BUD23 C12orf57 C18orf32 C19orf12 C1QB C1R C1S C2orf69 C4A C4B CADM3 CAMK2A CANT1 CAPN1 CAPN3 CARS1 CASP10 CASZ1 CAV1 CBFB CBL CBS CCBE1 CCDC22 CCDC47 CCDC8 CCDC88C CCN2 CCN6 CCR1 CCR6 CD244 CD247 CD40LG CD79A CD79B CD96 CDC45 CDC6 CDC73 CDH11 CDH3 CDON CDT1 CENPJ CENPT CEP120 CEP85L CFI CFL2 CHAT CHD4 CHD7 CHEK2 CHMP1A CHN1 CHRM3 CHRNA1 CHRNB1 CHRND CHRNG CHST11 CHST14 CHST3 CHSY1 CHUK CIITA CLCF1 CLCN3 CLCN5 CLCN7 CLCNKB CLIP2 CLTCL1 CNTN1 CNTNAP1 COG1 COG4 COG5 COL10A1 COL11A1 COL11A2 COL12A1 COL13A1 COL1A1 COL1A2 COL25A1 COL27A1 COL2A1 COL3A1 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 COL7A1 COL9A1 COL9A2 COL9A3 COLEC10 COLEC11 COLQ COMP COMT COPA COX11 COX8A CPLX1 CPT2 CR2 CREBBP CRKL CRLF1 CRTAP CSGALNACT1 CSPP1 CTBP1 CTC1 CTCF CTDP1 CTLA4 CTNS CUL4B CUL7 CYP19A1 CYP26B1 CYP27A1 CYP27B1 CYP2R1 CYP3A4 CYP7B1 DAG1 DCC DCHS1 DCLRE1C DDB2 DDR2 DDRGK1 DHCR24 DHCR7 DHODH DHX16 DISP1 DKC1 DKK1 DLK1 DLL1 DLL3 DMD DMP1 DNAJB11 DNAJC21 DNAJC30 DNAL4 DNASE1 DNASE1L3 DNASE2 DNMT3A DOK7 DONSON DPAGT1 DPM1 DPYSL5 DSE DSTYK DVL1 DVL3 DYM DYNC2H1 DYNC2I1 DYNC2LI1 DYNLT2B DYRK1A DYSF EBP ECE1 ECEL1 EED EFEMP2 EFL1 EFNB1 EIF2AK3 EIF4A3 EIF4H ELF4 ELN ELP1 EMD EMG1 EMILIN1 ENPP1 EP300 EPB42 EPCAM ERAP1 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ERGIC1 ERLIN1 ERLIN2 ERMARD ESCO2 ETS1 EVC EVC2 EXOC6B EXOSC3 EXT1 EXT2 EXTL3 EYA1 EZH2 F10 F11 F13A1 F13B F2 F5 F7 F8 F9 FA2H FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAS FASLG FAT4 FBLN1 FBLN5 FBN1 FBN2 FBXL3 FBXO28 FBXW11 FCGR2A FCGR2B FCGR3B FDFT1 FERMT1 FGA FGB FGD1 FGF10 FGF13 FGF16 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFRL1 FGG FHL1 FIG4 FKBP10 FKBP6 FKRP FKTN FLI1 FLNA FLNB FLNC FLT4 FLVCR1 FLVCR2 FN1 FOXH1 FOXP3 FRZB FUT8 FUZ FXYD2 FZD2 G6PC1 GABRA1 GABRD GABRG2 GALC GALNS GAN GARS1 GAS1 GATA1 GBA1 GBA2 GCDH GCH1 GCM2 GDAP1 GDF3 GDF5 GDF6 GEMIN4 GET4 GFM2 GFPT1 GGCX GHR GJA1 GJB2 GJB6 GJC2 GLA GLB1 GLDN GLE1 GLI1 GLI2 GLI3 GLRA1 GLRB GMNN GMPPB GNA11 GNAS GNB1 GNB2 GNE GNPTAB GNPTG GNS GON7 GORAB GP1BB GPC3 GPC4 GPC6 GPHN GPKOW GPR101 GPX4 GRB10 GRIA3 GSC GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GUSB GZF1 H3-3B H4C9 HACD1 HACE1 HAMP HBB HCN1 HDAC4 HDAC8 HEATR3 HEPHL1 HERC2 HES7 HFE HGD HINT1 HIRA HJV HK1 HLA-B HLA-C HLA-DRB1 HNF1B HNRNPA1 HNRNPH1 HOXA11 HOXA13 HOXD10 HOXD13 HPGD HPRT1 HRAS HS2ST1 HS6ST1 HSPB1 HSPG2 HTT HYAL1 IARS2 IDH1 IDS IDUA IFIH1 IFITM5 IFNGR1 IFT172 IFT52 IFT57 IGF2 IGHG1 IGHG2 IGHM IGHMBP2 IGKC IGLL1 IHH IKBKG IL10 IL12A IL12A-AS1 IL12B IL1RN IL23R IL2RA IL2RB IL36RN IL6 IL6ST IMPDH2 INF2 INPP5K INPPL1 IPO8 IRAK1 IRF4 IRF5 IRF6 IRX5 ITCH ITGA6 ITGA7 ITGAM ITGB4 JAG2 JARID2 JAZF1 JMJD1C KANSL1 KAT6A KAT6B KCNAB2 KCNJ1 KCNK9 KDM5B KDM5C KDM6A KIAA0319L KIAA0586 KIAA0753 KIDINS220 KIF14 KIF1A KIF1C KIF21A KIF22 KIF5A KIF7 KLC2 KLHL41 KLHL9 KLRC4 KMT2A KMT2B KMT2D KNSTRN KPNA3 KRAS KRT1 KRT14 KRT16 KRT5 KRT9 KY L1CAM LACC1 LAGE3 LAMA2 LAMA5 LAMB2 LAMB3 LARGE1 LARS2 LBR LEMD3 LETM1 LFNG LGI4 LIFR LIMK1 LMAN1 LMBR1 LMBRD2 LMNA LMNB2 LMOD3 LMX1B LONP1 LPIN2 LRBA LRP4 LRP6 LRRC8A LSM11 LTBP1 LTBP3 LUZP1 LYSET LZTR1 MAB21L2 MACF1 MACROH2A1 MAD2L2 MADD MAF MAFB MAGEL2 MAN2B1 MAN2C1 MAP1B MAP2K1 MAP2K2 MAP3K20 MAP3K7 MAPK1 MAPK8IP3 MARS1 MASP1 MATN3 MBTPS1 MBTPS2 MCFD2 MCOLN1 MCTP2 MECOM MECP2 MED12 MED25 MEFV MEG3 MEGF10 MEGF8 MEN1 MEOX1 MESP2 MET METTL27 MFN2 MIA3 MIF MIR140 MKKS MKRN3 MKS1 MLX MLXIPL MMP13 MMP14 MMP2 MMP23B MMP9 MORC2 MPLKIP MPZ MRAS MTHFD1 MTX2 MUC1 MUSK MVK MYBPC1 MYD88 MYH14 MYH3 MYH8 MYL1 MYL11 MYL2 MYO18B MYO9A MYOD1 MYOT NAA10 NADSYN1 NAE1 NALCN NANS NCF1 NDRG1 NDUFAF6 NDUFS8 NEB NEDD4L NEFL NEPRO NF1 NFATC2 NFIX NFKBIL1 NGF NGLY1 NHP2 NIN NIPA1 NIPBL NKX3-2 NLRP1 NLRP12 NLRP3 NOD2 NODAL NOG NONO NOP10 NOTCH2 NOTCH3 NPAP1 NPR2 NR4A2 NRAS NRCAM NSD1 NSD2 NSDHL NT5C2 NTN1 NTRK1 NUP107 NUP133 NUP88 NXN OBSL1 OCA2 OCRL OFD1 OPA3 ORAI1 ORC1 ORC4 ORC6 OSGEP OSTM1 OTULIN P4HA2 P4HTM PAFAH1B1 PALB2 PAM16 PAX3 PCDH19 PCNT PDCD1 PDE4D PDGFRB PDPN PDXK PEPD PERCC1 PEX1 PEX16 PEX2 PEX5 PEX6 PFKM PHEX PHGDH PI4KA PIEZO1 PIEZO2 PIGA PIGL PIGT PIGV PIGY PIK3C2A PIK3CD PIK3R1 PIK3R2 PITX1 PKDCC PLA2G6 PLAU PLCH1 PLEC PLEKHG5 PLOD1 PLOD2 PLOD3 PMP22 PNPT1 POFUT1 POGLUT1 POLR1A POLR1D POLR3A POLR3B POLR3GL POLRMT POMT1 POMT2 POP1 POR PORCN POU3F4 PPP1CB PPP2R3C PPP2R5D PQBP1 PRDM16 PRG4 PRKACA PRKACB PRKAR1A PRKCD PRKCZ PRKG2 PRMT7 PRPS1 PRR12 PSAP PSAT1 PSENEN PSMB4 PSMB8 PSMB9 PSMD12 PSTPIP1 PTCH1 PTCH2 PTDSS1 PTEN PTH1R PTPN11 PTPN2 PTPN22 PTRH2 PUF60 PUS3 PWAR1 PWRN1 PXK PYCR1 PYCR2 PYROXD1 RAB18 RAB23 RAB33B RAB3GAP1 RAB3GAP2 RAC3 RAD21 RAD51 RAD51C RAF1 RAG1 RAG2 RAPSN RASA2 RASGRP1 RB1 RBM8A RECQL4 REEP1 RERE RETREG1 RFC2 RFWD3 RIGI RINT1 RIPK4 RIPPLY2 RIT1 RMRP RNASEH2A RNASEH2B RNASEH2C RNF113A RNF168 RNU12 RNU4ATAC RNU7-1 ROR2 RPGRIP1L RPL10 RPL13 RPL26 RPS15A RRAS RRAS2 RREB1 RSPO2 RSPRY1 RTL1 RTN2 RTTN RUNX2 RYR1 RYR3 SALL1 SALL4 SAMD9L SAMHD1 SAT1 SATB2 SBDS SCARB2 SCARF2 SCN1A SCN1B SCN2A SCN4A SCN9A SCYL2 SDHA SDHAF1 SDHB SDHD SEC24C SEC31A SEC61A1 SELENOI SELENON SERPINE1 SERPINF1 SERPINF2 SERPINH1 SETBP1 SETD2 SF3B2 SF3B4 SFRP4 SGCA SH3KBP1 SH3PXD2B SHH SHOC2 SHOX SHROOM4 SIGMAR1 SIK3 SIL1 SIN3A SIX1 SIX3 SIX6 SKI SLC10A7 SLC12A1 SLC12A2 SLC12A3 SLC16A2 SLC18A3 SLC1A4 SLC22A4 SLC25A1 SLC25A46 SLC26A2 SLC29A3 SLC2A10 SLC34A2 SLC34A3 SLC35A2 SLC35A3 SLC35B2 SLC35D1 SLC37A4 SLC39A13 SLC39A14 SLC39A7 SLC39A8 SLC40A1 SLC4A1 SLC52A3 SLC5A7 SLC6A5 SLC6A9 SLCO2A1 SLX4 SMAD2 SMAD3 SMAD4 SMAD6 SMARCA2 SMARCAD1 SMARCAL1 SMC1A SMC3 SMG9 SMO SMOC1 SNAP25 SNORD115-1 SNORD116-1 SNRPB SOD1 SOS1 SOS2 SOX2 SOX5 SOX9 SPARC SPART SPAST SPEG SPEN SPG11 SPI1 SPP1 SPRED2 SPRTN SPTA1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTLC1 SPTLC2 SRCAP SRD5A3 SRP54 SRY SSR4 STAG1 STAG2 STAT3 STAT4 STIL STT3A STUB1 STX1A STX1B STXBP1 SUFU SUZ12 SVIL SYK SYNE1 SYNE2 SYT2 TARS1 TBC1D2B TBC1D7 TBCD TBL2 TBR1 TBX1 TBX15 TBX2 TBX22 TBX3 TBX4 TBX5 TBX6 TCEAL1 TCF12 TCF3 TCTN3 TDGF1 TDO2 TELO2 TF TFAP2A TFAP2B TFE3 TFR2 TGDS TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGIF1 THOC2 THRA THSD4 TIMM22 TIMM8A TLK2 TLR4 TLR7 TMCO1 TMEM218 TMEM222 TMEM270 TMEM43 TMEM67 TMEM70 TMTC3 TNFAIP3 TNFRSF11B TNFRSF1A TNFSF11 TNFSF4 TNIP1 TNNI2 TNNT1 TNNT3 TNXB TOM1 TONSL TOR1A TOR1AIP1 TP53 TP53RK TP63 TPM2 TPM3 TPRKB TRAPPC12 TRAPPC2 TREX1 TRIM2 TRIM8 TRIP11 TRPS1 TRPV4 TTC26 TTN TUBA1A TUBB3 TWIST1 TWIST2 UBA1 UBA2 UBAC2 UBE2A UBE2L3 UBE2T UBE3A UBE3B UBE4B UBR7 UCHL1 UFC1 UFD1 UFSP2 UGP2 UMOD UNC80 UPF3B UROS USP9X VAC14 VAMP1 VANGL1 VARS1 VCP VDR VPS13A VPS13B VPS33A VPS37D VWF WAS WASF1 WBP11 WDR11 WDR19 WDR35 WDR4 WDR62 WDR73 WIPF1 WNK1 WNT4 WNT5A WNT7A WRN XPA XPC XRCC2 XYLT1 YRDC YWHAE YY1 ZBTB20 ZC4H2 ZDHHC9 ZEB2 ZFYVE27 ZIC1 ZIC2 ZIC3 ZMPSTE24 ZNF407 ZNF469 ZNF687 ZNF699 ZPR1 ZSWIM6 HP_ABNORMAL_KNEE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_KNEE_MORPHOLOGY ACAN ACTA1 ADNP AIFM1 ALG14 ALG2 ANAPC1 ANKLE2 ANKRD55 ARF1 ARFGEF2 ARID1B ARSB ARSK ARVCF ATP6V1E1 ATP7A ATRX B3GALT6 B3GAT3 BAG3 BAZ1B BCL7B BCOR BGN BHLHA9 BICD2 BPNT2 BRAF BRF1 BUD23 C19orf12 CAMK2A CANT1 CBFB CBS CCN6 CD247 CDC45 CDC6 CDT1 CENPT CFL2 CHRNB1 CHRNG CHST11 CHST3 CLCN7 CLIP2 CNTNAP1 COG5 COL10A1 COL11A1 COL12A1 COL1A1 COL1A2 COL25A1 COL2A1 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 COL9A1 COL9A2 COL9A3 COMP COMT COX11 CPT2 CREBBP CSGALNACT1 CTC1 CTNS CYP19A1 CYP27B1 CYP2R1 CYP3A4 DDR2 DDRGK1 DHX16 DMD DMP1 DNAJC30 DNMT3A DONSON DPAGT1 DPM1 DYM DYNC2LI1 EBP EFL1 EIF2AK3 EIF4H ELN EMD ENPP1 EP300 ERCC1 ERCC6 ERGIC1 ERLIN1 ERLIN2 ERMARD ESCO2 EVC EVC2 EXOC6B EXT1 EXT2 FBN1 FBN2 FDFT1 FGFR3 FHL1 FKBP10 FKBP6 FLNA FLNB FN1 FZD2 GALNS GAN GDF5 GFPT1 GJB2 GJB6 GLB1 GLI1 GLI3 GMNN GMPPB GNB2 GNPTAB GNPTG GP1BB GTF2I GTF2IRD1 GTF2IRD2 GUSB H3-3B HACD1 HBB HEATR3 HERC2 HIRA HPGD HS2ST1 HS6ST1 HSPG2 HYAL1 IARS2 IDH1 IDUA IFIH1 IFT172 IFT57 IHH IL2RA IL2RB IL6ST IPO8 ITGA7 JAG2 JMJD1C KAT6A KAT6B KIF22 KIF7 KLHL41 KRAS KY LBR LGI4 LIFR LIMK1 LMBR1 LMBRD2 LMOD3 LMX1B LONP1 LTBP1 MAB21L2 MAGEL2 MAN2B1 MAP1B MAP2K1 MAP2K2 MAP3K20 MAPK8IP3 MATN3 MCTP2 MEGF10 MEGF8 METTL27 MIA3 MKRN3 MLXIPL MMP13 MMP9 MPZ MTX2 MYH3 MYL1 MYL11 MYL2 MYO9A NALCN NCF1 NDUFAF6 NEB NEDD4L NEPRO NF1 NFATC2 NKX3-2 NLRP3 NOTCH2 NPAP1 NSD1 NT5C2 OCRL ORC1 ORC4 ORC6 P4HTM PEPD PHEX PI4KA PIEZO2 PIGA PIGY PIK3R2 PITX1 PKDCC PLOD1 PLOD2 PMP22 POLR3A POLRMT PRG4 PRKACA PRKACB PRKG2 PRMT7 PSAT1 PSTPIP1 PTDSS1 PTH1R PTPN2 PTPN22 PUS3 PWAR1 PWRN1 RAB23 RAB33B RAD21 RBM8A RECQL4 RFC2 RMRP RNU4ATAC RPGRIP1L RPL10 RPL13 RREB1 RSPRY1 RTTN RUNX2 RYR1 SCARF2 SCN4A SCYL2 SDHA SDHAF1 SDHB SDHD SEC24C SELENON SERPINH1 SF3B2 SFRP4 SHH SHOX SIK3 SKI SLC10A7 SLC18A3 SLC25A46 SLC26A2 SLC39A8 SLCO2A1 SMAD2 SMAD3 SNAP25 SNORD115-1 SNORD116-1 SOX9 SPART SPTBN1 SRD5A3 STAT4 STX1A STXBP1 SVIL SYT2 TBC1D7 TBL2 TBX1 TBX4 TCTN3 TELO2 TFE3 TGDS TGFB1 TMEM270 TMTC3 TNFSF11 TONSL TPM2 TPM3 TRAPPC2 TRIM2 TRIP11 TRPS1 TRPV4 TUBB3 UBA1 UBR7 UFC1 UFD1 UFSP2 UGP2 UNC80 USP9X VDR VPS13B VPS37D WDR62 WNT7A XYLT1 YY1 ZBTB20 ZEB2 ZNF699 ZPR1 ZSWIM6 HP_ABNORMAL_KNEE_PHYSIOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_KNEE_PHYSIOLOGY ADGRV1 AEBP1 ALDH18A1 ANO5 AP4B1 AP4E1 AP4M1 AP4S1 ASAH1 ATP7A B3GAT3 B4GALT7 BMP1 BPNT2 CANT1 CDT1 CFL2 CHST3 COL1A1 COL1A2 COL2A1 COL5A1 COL9A3 COMP CSGALNACT1 CTDP1 DPYSL5 DYM DYSF ECEL1 ELN EXOC6B EXT1 EXT2 EZH2 FBLN5 FBN1 FBN2 FGD1 FGFR3 FLNA FLNB FLNC GABRA1 GABRD GABRG2 GPC6 GRIA3 HCN1 HGD HNRNPH1 HRAS KRAS LMX1B MAN2C1 MAP3K7 MCOLN1 MEFV MYOT NRAS ORC1 PCDH19 PDGFRB PRR12 PTEN RYR1 SCN1A SCN1B SCN2A SCN9A SH3PXD2B SKI SLC10A7 SLC35A3 SLC35B2 SLC6A9 STX1B SYNE1 TNFRSF1A TOR1A TRIP11 TTC26 VCP WASF1 XYLT1 HP_ABNORMAL_LABIA_MAJORA_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_LABIA_MAJORA_MORPHOLOGY AR B3GLCT BRD4 CDC45 CDC6 CDT1 CHRNG CTCF DVL1 DVL3 ECEL1 ESR2 FGFR2 FIG4 FZD2 GAD1 GMNN HDAC8 HSD3B2 IRF6 LIPE MYH3 NIPBL NR5A1 ORC1 ORC4 ORC6 PMM2 POR PPP2R3C RAB3GAP2 RAD21 RIPK4 ROR2 SETBP1 SLC25A24 SMC1A SMC3 SMCHD1 TP63 TWIST2 UBE3B VAC14 WNT5A HP_ABNORMAL_LABIA_MINORA_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_LABIA_MINORA_MORPHOLOGY ACTB ATIC CDC45 CDC6 CDT1 DVL1 DVL3 ESCO2 FGFR2 FZD2 GAD1 GMNN HERC2 KAT6B MAGEL2 MKRN3 NDN NPAP1 OCA2 ORC1 ORC4 ORC6 POR PWAR1 PWRN1 RAB18 RAB3GAP1 RAB3GAP2 SETBP1 SIM1 SNORD115-1 SNORD116-1 SNRPN TBC1D20 TWIST2 WNT5A ZFPM2 HP_ABNORMAL_LABIA_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_LABIA_MORPHOLOGY ACTB AGPAT2 AR ATIC B3GLCT BRD4 BSCL2 CCNQ CDC45 CDC6 CDT1 CHD7 CHRNG CTCF DHX37 DMRT3 DVL1 DVL3 ECEL1 ESCO2 ESR2 FGFR2 FIG4 FZD2 GAD1 GATA4 GMNN HDAC8 HERC2 HNRNPR HSD3B2 HYMAI INSR IRF6 KAT6B LIPE LMNA MAGEL2 MAP3K1 MKRN3 MYH3 NDN NIPBL NPAP1 NR0B1 NR5A1 OCA2 ORC1 ORC4 ORC6 PLAGL1 PMM2 POR PORCN PPP2R3C PWAR1 PWRN1 RAB18 RAB3GAP1 RAB3GAP2 RAD21 RIPK4 ROR2 SEMA3E SETBP1 SIM1 SLC25A24 SMARCA2 SMC1A SMC3 SMCHD1 SNORD115-1 SNORD116-1 SNRPN SOX9 SRY TBC1D20 TP63 TWIST2 UBE3B VAC14 VAMP7 WNT5A WT1 WWOX ZFPM2 HP_ABNORMAL_LACRIMAL_DUCT_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_LACRIMAL_DUCT_MORPHOLOGY CD151 COL3A1 CREBBP EP300 EYA1 FGF10 FGFR2 FGFR3 FOXL2 FRAS1 FREM1 FREM2 GRIP1 HMX1 IGSF3 KAT6A KMT2D KNSTRN MED12 MEGF8 NDUFB11 NHP2 NOP10 PAX1 PAX3 PIK3CD PPP1CB PRR12 PTDSS1 SIX1 SIX5 SMC3 SMC5 SMCHD1 SOX6 SPRED2 TAF1 TCOF1 TET3 TFAP2A TGDS TP63 TRRAP USB1 YY1 HP_ABNORMAL_LACRIMAL_GLAND_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_LACRIMAL_GLAND_MORPHOLOGY BTNL2 FGF10 FGFR2 FGFR3 FOXL2 GJB2 GJB6 HLA-DRB1 SLC25A24 SOX10 HP_ABNORMAL_LACRIMAL_PUNCTUM_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_LACRIMAL_PUNCTUM_MORPHOLOGY FGF10 FGFR2 FGFR3 FOXL2 PPP2R3C TP63 UBR1 HP_ABNORMAL_LACTATE_DEHYDROGENASE_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_LACTATE_DEHYDROGENASE_LEVEL ABCG8 ACAD9 ACADM AIFM1 AKR1D1 ALDOA B3GALNT2 B4GAT1 CALR CAV3 CBLIF CD46 CDAN1 CFH CFI CHEK2 COL4A1 CPT2 CRPPA DAG1 DHFR FKRP FKTN FLI1 GAA GATA1 GATA2 HBB HELLPAR HLA-DRB1 HMGCS2 HMOX1 INPP5K IRAK1 JAK2 KCNN4 KIF23 KLF1 KY LARGE1 LDHA LDHB LIPA LPIN1 LYST MLIP MPL MT-CO1 MT-CO3 MTHFD1 MVK MYC NSUN2 OBSCN OCRL PEX2 PFKM PIEZO1 PIGA PIK3CG PITRM1 PLA2G6 PLEC PNPLA2 POMGNT1 POMGNT2 POMK POMT1 POMT2 RB1 RHAG RHCE RHD RPS14 RXYLT1 SAT1 SIL1 SLC19A1 SLC25A13 SLC4A1 SLC7A7 SPP1 STAT4 STIM1 TCIRG1 TET2 TP53 USB1 VPS13A XK ZNFX1 HP_ABNORMAL_LANGUAGE_FEATURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_LANGUAGE_FEATURE ACTB ACTG1 ADAMTS2 ADAMTSL2 ADNP AMER1 ATP6AP2 CHD8 CHMP2B CKAP2L COL1A1 COL1A2 COX7B CYLD EHMT1 FGFR1 FLCN GRIK2 GRN HCCS HDC HERC2 KRAS MAPT NAGS NDUFB11 PANK2 PDZD8 PLEC PSEN1 PUF60 RAI1 SLC25A13 SLC35C1 SLITRK1 SMARCA2 SNAP25 SPTBN1 SQSTM1 TCF4 TMEM106B TREM2 UBE2A VCP XPR1 HP_ABNORMAL_LARGE_INTESTINE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_LARGE_INTESTINE_MORPHOLOGY AAGAB ABCB1 ACADVL ACTG2 ADA2 AKT1 AP1S1 APC ARPC1B AURKA AXIN2 BACH2 BAX BAZ1B BCL10 BCL7B BCOR BLM BMPR1A BRAF BRCA1 BRCA2 BUB1 BUB1B BUB3 BUD23 C1S CARD11 CARD8 CARMIL2 CASP10 CCBE1 CCND1 CCNQ CDK8 CDKN2A CEACAM3 CEACAM6 CEP57 CFTR CHEK2 CIITA CLCA4 CLIP2 COG6 COL14A1 COL1A1 COL5A1 COL5A2 COX7B CTLA4 CTNNB1 CYBA CYBB CYBC1 DACT1 DCC DCLRE1B DCTN4 DDB1 DEF6 DICER1 DLC1 DNAJC30 DOCK2 DOCK8 EDNRA EIF4H ELANE ELF4 ELN ENG EP300 EPCAM ERBB3 F13A1 F13B FAN1 FAS FASLG FCGR2A FCHO1 FCN3 FERMT1 FGFR3 FH FKBP6 FLCN FLNB FOXE1 FOXP3 FREM1 FREM2 GATA1 GATA6 GCLC GPIHBP1 GPR35 GREM1 GSTM3 GTF2I GTF2IRD1 GTF2IRD2 GUCY2C HABP2 HCCS HEATR3 HEPACAM HFE HLA-B HLA-DRB1 HMOX1 HPS1 IGHM IKBKG IL10RA IL10RB IL21 IL37 IL6 INAVA INSR IRGM ITGB2 IVNS1ABP JAK1 JAK3 KCNN4 KEAP1 KIF7 KIT KLLN KRAS LIG4 LIMK1 LMNA LMOD1 LONP1 LRBA LTBP4 MAD1L1 MAP3K7 MASP2 MBD4 MCC MDM2 MED12 MEFV METTL27 MID1 MIF MINPP1 MKKS MLH1 MLH3 MLXIPL MNX1 MSH2 MSH3 MSH6 MST1 MUTYH MYH11 MYLK NAA10 NCF1 NCF2 NCF4 NDUFB11 NFKBIA NIPBL NLRC4 NOD2 NRAS NSUN2 NTHL1 OPLAH OTUD5 PALB2 PALLD PDE11A PDGFRA PDGFRL PERCC1 PI4KA PIGN PIGV PIGY PIK3CA PIK3CD PIK3CG PKD1 PLA2G2A PLCG2 PMS1 PMS2 POLA1 POLD1 POLE POLG POLR1B POLR1C POLR1D PRF1 PRKAR1A PRKCD PRMT7 PSTPIP1 PTEN PTPN12 PTPRJ RABL3 RAC2 RAD51C RAD54B RASGRP1 RBCK1 RECQL4 RET RFC2 RFX5 RFXANK RFXAP RHBDF2 RIPK1 RNF43 RNU12 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS6KA3 RPS7 RTEL1 SALL1 SALL4 SDHA SDHB SDHC SDHD SEC23B SEMA4A SEMA4D SERPINA1 SH3KBP1 SKIC2 SKIC3 SLC11A1 SLC26A9 SLC37A4 SLC6A14 SLC9A3 SMAD4 SMAD7 SOX10 SPINT2 SRC STAT1 STK11 STX11 STX1A STXBP2 SYK TBL2 TCF4 TCOF1 TCTN3 TFAP2A TGFB1 TGFBR2 TLR2 TMEM270 TNFAIP3 TOM1 TP53 TRIP13 TSR2 TTC7A TYMP UBR1 UNC13D USF3 VANGL1 VPS37D WAS WIPF1 XIAP ZAP70 ZMPSTE24 HP_ABNORMAL_LARGE_INTESTINE_PHYSIOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_LARGE_INTESTINE_PHYSIOLOGY ABCD1 ARSA ARVCF ATP13A2 ATRX BCR CFAP43 COMT CRKL DACT1 DAXX DDHD2 DMPK DSTYK EIF2AK2 EXT2 FA2H FGFR3 FLVCR1 FMR1 FUZ GLA GP1BB GPR35 HIRA HPSE2 HTRA1 ISL1 JMJD1C KY LMNB1 LRIG2 MAPK1 MAPK8IP3 MST1 NOP56 PLP1 PSAP RREB1 RTN2 SALL1 SCN4A SEC24C SEMA4D SLC44A1 SLC9A6 TBCD TBX1 TCF4 TP63 UBAP1 UFD1 VANGL1 VCP ZEB2 ZFYVE26 HP_ABNORMAL_LARYNX_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_LARYNX_MORPHOLOGY ADARB1 AFF4 AHDC1 AMER1 APC ARSL ARVCF ASAH1 ASXL3 ATP6V1E1 BRF1 C2CD3 CACNA1C CAPN15 CENPE CHD7 CILK1 COL12A1 COMT CREBBP CTSK DDRGK1 DLK1 DTYMK DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 EDN1 EFL1 EIF4A3 EP300 EPHB4 EXTL3 FANCB FBXW7 FERMT1 FGF10 FGFR2 FGFR3 FLNA FLNB FOXE1 FRAS1 FREM2 GALC GIPC1 GLI3 GMNN GP1BB GRIP1 H3-3A H3-3B HAAO HDAC4 HIRA HNRNPR HOXD13 HS3ST6 HSPG2 HYLS1 IDH1 IFT80 INTU JMJD1C KANSL1 KAT6A KAT6B KCNMA1 KIF22 KIF7 KRAS KRT14 KRT5 LAMA3 LAMB3 LAMC2 LBR LMNA LRP12 LRP4 LTBP3 LTBP4 MAP3K7 MATR3 MEG3 MEIS2 MGP MID1 MT-CYB MYMK MYMX NEK1 NFIX NIN NOTCH2NLC NRCAM ORC6 PCNT PHIP PKDCC PLG POLR3A POR PPM1D PRMT7 PRRX1 PSAP PTH1R PUF60 RAF1 RALGAPA1 RFX7 RILPL1 ROBO1 RPL10 RREB1 RTL1 SATB2 SCARF2 SEC24C SEMA3E SERPING1 SETBP1 SF3B4 SIAH1 SLC26A2 SMAD2 SMAD4 SNIP1 SOX4 SOX9 SPTBN1 SYT1 TBX1 TBX3 TCTN3 TONSL UBE3B UFC1 UFD1 VPS13B WDR35 WRN XPNPEP2 ZBTB7A ZIC3 ZNF699 HP_ABNORMAL_LARYNX_PHYSIOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_LARYNX_PHYSIOLOGY ANG ANXA11 ASAH1 ATXN2 BRF1 BTD CASR CCNF CFAP410 CHCHD10 CHMP2B DAO DCTN1 EPHA4 ERBB4 FIG4 FUS GABRG2 GLE1 GLT8D1 GRIN2A HNRNPA1 MATR3 NEFH NEK1 OPTN PFN1 PLP1 PON1 PON2 PON3 PPARGC1A PRPH SCN4A SOD1 SQSTM1 SRPX2 TAF1 TAF15 TARDBP TBK1 TREM2 TSPYL1 UBE3B UBQLN2 UNC13A VAPB VCP HP_ABNORMAL_LATERAL_VENTRICLE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_LATERAL_VENTRICLE_MORPHOLOGY AARS2 ACP5 ADNP AHI1 ALDH6A1 ALG13 ALG2 ANKRD11 ARSI ASXL3 ATP6AP2 BICD2 CCDC174 CLCN3 CLTC COASY COG1 COG5 COX7B CREBBP CSPP1 CUX1 D2HGDH DCX DHCR7 DHX37 DNM1 DOCK6 DTYMK EIF2B5 EML1 EP300 ERMARD EZH2 FANCI FBXW11 FRA10AC1 GAN GCDH GFM2 GLUL GRIN1 GRN HCCS HNRNPH1 HS6ST2 KAT6B KCNJ6 KCTD1 KDM1A KDM6A KIAA0586 KIAA0753 KIDINS220 KIF26A KLHL15 KMT2D LARGE1 LIPT2 LONP1 MAPKAPK5 MED25 MEF2C MPDZ MTHFS NADK2 NCAPG2 NDE1 NDUFB11 NEK1 NFIX NRCAM ODC1 PDHA1 PEX10 PEX2 PGAP3 PIGA PIGG PLXNA1 PPP1R12A PPP2R5D PSAT1 PTPN23 PUS3 RAB3GAP1 RAC1 RNU4ATAC RNU7-1 SATB1 SEC31A SLC35A2 SMG9 SNRPN SON SPG11 SPRED2 STAG2 TAF8 TAOK1 TMEM147 TNFRSF11A TTC26 TTC5 TUBA8 TUBB2B TUBB3 TYROBP USP18 VPS13A VPS51 VRK1 WARS2 YIPF5 YY1 ZEB2 ZIC1 ZIC2 ZNF148 ZNF462 HP_ABNORMAL_LDL_CHOLESTEROL_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_LDL_CHOLESTEROL_CONCENTRATION ABCA2 ABCG5 ABCG8 ALB ALG6 ANGPTL3 APOA2 APOA5 APOB APOC3 APOE B4GALT1 CCDC115 CELA2A CEP19 CYP7A1 DYRK1B EMD EPHX2 FDFT1 FHL1 GHR GPIHBP1 LCAT LDLR LDLRAP1 LIPA LMNA LPL LRP6 MSMO1 MTTP NGLY1 PANK2 PCSK9 PPP1R17 SAR1B SLC25A13 SLC7A7 SMPD1 SYNE1 SYNE2 TMEM199 TMEM43 TTPA HP_ABNORMAL_LEFT_ATRIUM_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_LEFT_ATRIUM_MORPHOLOGY BANF1 FHL1 FHOD3 FLNC FOCAD GYS1 KIF20A LMOD2 MYH7 MYL2 MYL3 MYPN NAA10 NPPA NUP155 PLD1 RARB SCN1B SCN5A SGO1 STRA6 TLL1 TNNI3 TNNT2 HP_ABNORMAL_LEFT_HEMIDIAPHRAGM_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_LEFT_HEMIDIAPHRAGM_MORPHOLOGY ALDH1A2 GATA6 NDUFAF5 NR2F2 WT1 HP_ABNORMAL_LEFT_VENTRICLE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_LEFT_VENTRICLE_MORPHOLOGY ABCA1 ABCC9 ACTC1 ACTN2 ADAM17 ADAMTS19 AIP ALG9 ARL6 ARSK ATP6AP2 B3GAT3 BBS1 BIN1 BUB1 BUB1B BUB3 C1QBP CACNA1D CAV3 CCDC28B CEP57 CHST3 CLN3 COG1 COL1A2 COQ7 COQ9 COX16 DMD DTNA EGFR EPG5 ESPN FGFR1 FHL1 FKRP FLNC FOCAD FZR1 GAA GATA5 GATA6 GLA GLRX5 GNB2 GNPTAB GTPBP3 GYS1 HADHA HADHB HCN4 HDAC4 HSD11B2 IFIH1 JPH2 KCNJ5 LDB3 LOX LRPPRC LZTR1 MEN1 MOGS MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND5 MT-ND6 MT-TC MT-TF MT-TK MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTX2 MYH6 MYH7 MYL2 MYL3 MYLK2 MYOZ2 MYPN NAXD NDUFS2 NEXN NKX2-5 NONO NOTCH1 NPPA PIGL PLN POLG POLG2 POMT1 POMT2 PSEN1 PSEN2 PTPN11 RIT1 RNU7-1 RRM2B RYR1 SCN5A SCO1 SDHA SDHAF1 SDHB SDHD SLC25A24 SLC25A4 SMAD3 SMAD6 SPEG SVIL SYT2 TAB2 TCAP TLL1 TNNI3 TNNT2 TPK1 TRIP13 TRMT10C TTN TTR TWNK WDPCP WDR35 ZIC3 ZNF462 ZNF687 HP_ABNORMAL_LEFT_VENTRICULAR_OUTFLOW_TRACT_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_LEFT_VENTRICULAR_OUTFLOW_TRACT_MORPHOLOGY ACTC1 ADAMTS19 ALG9 BUB1 BUB1B BUB3 CAV3 CEP57 FGFR1 FOCAD GATA5 GNB2 HDAC4 IFIH1 MYH6 MYH7 MYLK2 NKX2-5 NOTCH1 PIGL PTPN11 SMAD6 SYT2 TAB2 TRIP13 WDPCP ZIC3 HP_ABNORMAL_LENS_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_LENS_MORPHOLOGY AARS1 AASS ABCA12 ABCA2 ABCA4 ABCD1 ABHD12 ABHD5 ACADS ACTB ADA2 ADAMTS10 ADAMTS17 ADAMTS18 ADAMTSL4 ADGRV1 ADNP AFF4 AGA AGBL5 AGK AHI1 AHR AIPL1 AIRE AKT1 ALDH18A1 ALDH6A1 ALDOB ALG2 ALG3 ALG8 ALMS1 ALX1 ALX3 AMACR AMER1 AMMECR1 ANAPC1 ANKRD55 ANO1 ANO10 AP1S1 APC APC2 APOA1 ARCN1 ARHGAP31 ARHGEF18 ARL2 ARL2BP ARL3 ARL6 ARPC4 ARSG ARSL ARVCF ASPH ATAD3A ATOH7 ATP11A ATP5F1A ATP5F1D ATP5F1E ATP5MK ATP6V1A ATP6V1B2 ATP8A2 ATPAF1 ATPAF2 B3GALNT2 B3GALT6 B3GLCT B4GALNT1 B4GAT1 B9D1 B9D2 BAP1 BAZ1B BBIP1 BBS1 BBS2 BBS9 BCAP31 BCL7B BCOR BCS1L BDNF BEST1 BFSP1 BFSP2 BLTP1 BMP4 BRCA1 BRCA2 BRCC3 BRD4 BRF1 BRIP1 BTNL2 BUB1 BUB1B BUB3 BUD23 C12orf57 C4A CA4 CA8 CARS1 CASK CASZ1 CAV1 CBS CC2D2A CCDC28B CCR1 CD247 CDH11 CDH23 CDHR1 CENPF CEP164 CEP290 CEP57 CEP78 CERKL CFAP410 CFAP418 CHD7 CHMP4B CHRDL1 CHSY1 CIB2 CLIP2 CLN3 CLPB CLRN1 CNBP CNGA1 CNGB1 CNGB3 COG4 COL11A1 COL11A2 COL18A1 COL25A1 COL2A1 COL4A1 COL4A3 COL4A4 COL4A5 COL4A6 COL5A1 COL7A1 COL9A1 COL9A2 COL9A3 COMT COPB1 COQ6 COX7B CPAMD8 CPT2 CRB1 CREBBP CRPPA CRX CRYAA CRYAB CRYBA1 CRYBA2 CRYBA4 CRYBB1 CRYBB2 CRYBB3 CRYGB CRYGC CRYGD CRYGS CSPP1 CTC1 CTDP1 CTNNB1 CYP1B1 CYP27A1 CYP7B1 CYSLTR2 DACT1 DAG1 DDB2 DGUOK DHCR7 DHDDS DHX38 DKC1 DLL4 DMPK DNAJC30 DNM1L DNMBP DNMT1 DOCK6 DPAGT1 DSG4 DYNC2H1 DYNC2I1 DYNC2I2 DYRK1A EBP EED EFEMP2 EHMT1 EIF2B2 EIF4H ELN ELP4 ENTPD1 EOGT EP300 EPCAM EPG5 EPHA2 ERAP1 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ESCO2 ESPN ETFA ETFB ETFDH EYS FAM111A FAM111B FAM161A FAM50A FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAR1 FAS FBLN5 FBN1 FBN2 FBXL4 FBXW11 FDXR FGF3 FGF5 FH FIBP FIG4 FKBP6 FKRP FKTN FLI1 FLNA FLNB FLVCR1 FOXC1 FOXC2 FOXE3 FSCN2 FTL FYCO1 FZD4 GABRD GALK1 GALM GALT GATA1 GBA2 GCNT2 GDF6 GEMIN4 GFER GJA1 GJA3 GJA5 GJA8 GJB3 GJB4 GJB6 GLA GMPPB GNA11 GNAQ GNAS GNPAT GP1BB GSN GSR GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GTPBP2 GUCA1B GUCY2D HARS1 HCCS HDAC8 HEATR3 HGSNAT HIRA HLA-A HLA-B HLA-DRB1 HMX1 HNRNPA1 HNRNPA2B1 HNRNPDL HS2ST1 HSF4 HSPA9 HSPG2 HTRA2 HYCC1 IARS2 IDH1 IDH3A IDH3B IFNGR1 IFT140 IFT172 IFT80 IFT88 IKBKG IL10 IL12A IL12A-AS1 IL23R IL2RA IL2RB IMPDH1 IMPG1 IMPG2 INPP5E INPP5K INTS1 INVS IQCB1 ITM2B ITPA JAG1 JAM3 JMJD1C KANSL1 KCNA4 KCNAB2 KCNH1 KCNJ13 KCNMA1 KCNN3 KCTD1 KDSR KIAA1549 KIF11 KIF21A KIZ KLHL7 KLLN KLRC4 KMT2C KRT25 KRT71 KRT74 KRT81 KRT83 KRT86 LAMB1 LAMB2 LARGE1 LAS1L LCA5 LEMD2 LETM1 LIG3 LIG4 LIM2 LIMK1 LIPH LMBRD2 LMNA LMX1B LONP1 LOXL1 LOXL3 LPAR6 LRAT LRP2 LRP4 LRP5 LSS LTBP1 LTBP2 LUZP1 LZTR1 MAB21L2 MAD2L2 MAF MAFA MAK MAN2B1 MAP2K2 MAPKAPK5 MAX MBTPS1 MECP2 MED11 MED25 MED27 MEFV MERTK METTL27 MFRP MINPP1 MIP MIPEP MIR184 MIR204 MITF MKS1 MLXIPL MMP1 MMP23B MOCS1 MOCS2 MORC2 MPLKIP MRPS28 MSMO1 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND5 MT-ND6 MT-TC MT-TE MT-TF MT-TK MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTAP MVK MYH9 MYMK MYO7A MYSM1 NAA10 NACC1 NAGA NAXD NCF1 NDP NDUFB11 NEK2 NEK9 NEU1 NF2 NHP2 NHS NIPBL NMNAT1 NOD2 NOP10 NOTCH1 NOTCH2 NPHP1 NPHP3 NPHP4 NPM1 NR2E3 NRCAM NRL NSD1 NSUN2 NUP188 OAT OCLN OCRL OFD1 OPA1 OPA3 OTX2 P3H2 PAH PAK2 PALB2 PANK4 PARN PAX2 PAX6 PCARE PCDH15 PCYT1A PDE6A PDE6B PDE6G PDPN PDZD7 PERCC1 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PHF6 PHGDH PHOX2A PHYH PIGY PIK3C2A PIK3CA PIK3R1 PITX2 PITX3 PLCG2 PLK4 PLOD3 PMM2 PNPLA6 PNPT1 POLG POLG2 POLR1B POLR1C POLR1D POLR3A POLR3GL POMGNT1 POMGNT2 POMK POMT1 POMT2 PORCN PQBP1 PRCD PRDM16 PRG4 PRIM1 PRKAG2 PRKCZ PROM1 PRPF3 PRPF31 PRPF4 PRPF6 PRPF8 PRPH2 PRR12 PRUNE1 PSAT1 PSMC3 PTCH1 PTCH2 PTEN PTH PTH1R PTPN2 PTPN22 PXDN PYCR1 RAB18 RAB3GAP1 RAB3GAP2 RAD21 RAD51 RAD51C RALGAPA1 RB1 RBM8A RBP3 RBPJ RD3 RDH11 RDH12 RDH5 RECQL4 REEP6 RERE RET RFC2 RFWD3 RGR RHO RHOA RIC1 RLBP1 RNF113A RNF13 ROM1 RP1 RP1L1 RP2 RP9 RPE65 RPGR RPGRIP1 RPGRIP1L RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS6KA3 RPS7 RREB1 RRM2B RS1 RSPO2 RTEL1 RTN4IP1 RXYLT1 SAG SALL1 SALL2 SALL4 SBF2 SC5D SCAPER SDCCAG8 SDHB SDHC SDHD SEC23A SEC23B SEC24C SEC31A SEMA4A SETD2 SF3B1 SHROOM4 SIL1 SIN3A SIPA1L3 SIX6 SKI SLC16A12 SLC25A13 SLC25A4 SLC2A1 SLC33A1 SLC40A1 SLC4A4 SLC7A14 SLF2 SLX4 SMAD3 SMAD4 SMARCB1 SMC1A SMC3 SMC5 SMCHD1 SMG8 SMPX SNRNP200 SOX2 SPATA7 SPEN SPRED1 SPRTN SPTBN1 SPTLC1 SRD5A3 SREBF1 STAT4 STX16 STX1A SUFU SUMF1 SUOX TAOK1 TAP1 TAP2 TAPBP TARS1 TBC1D20 TBC1D24 TBL2 TBR1 TBX1 TCOF1 TCTN1 TCTN2 TCTN3 TDRD7 TELO2 TERC TERT TFAP2A TGFB2 TGFBI TGFBR1 TGFBR2 TGM3 TINF2 TKFC TKT TLR4 TMEM107 TMEM127 TMEM216 TMEM231 TMEM237 TMEM270 TMEM67 TMEM70 TMTC3 TONSL TOPORS TRAF3IP1 TRAPPC11 TRIM44 TRIP13 TRPM3 TRPV4 TSPAN12 TSR2 TTC8 TUB TUBA1A TUBB2B TUBB3 TUBB4B TUBG1 TUBGCP6 TULP1 TWNK TXNDC15 TYMS UBA5 UBAC2 UBE2A UBE2T UBE4B UFD1 UNC45B USB1 USF3 USH1C USH1G USH2A USP45 USP9X VAC14 VCAN VCP VHL VIM VLDLR VPS37D VPS4A VSX2 WDR19 WDR35 WDR73 WDR81 WFS1 WHRN WNT3 WRAP53 WRN WT1 XPA XPC XRCC2 XRCC4 XYLT2 YAP1 ZBTB20 ZEB2 ZNF335 ZNF408 ZNF513 ZNF526 HP_ABNORMAL_LEUKOCYTE_COUNT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_LEUKOCYTE_COUNT AARS1 ABCD4 ABL1 ACAT1 ACP5 ADA ADA2 ADAMTS3 ADH5 AGA AGR2 AK2 ALG12 AMN ANAPC1 ANKRD26 AP1S3 AP3B1 AP3D1 ARHGAP31 ARHGEF1 ARPC1B ASXL1 ATM ATP11A ATP6AP1 ATP6AP2 ATRX B2M BACH2 BANK1 BCL10 BCL11B BCOR BCR BLK BLM BLNK BLOC1S6 BRAF BRCA1 BRCA2 BRIP1 BTK BTNL2 C4A C4B CA2 CALR CAMK2B CAPN3 CARD10 CARD11 CARD9 CARS1 CASK CASP10 CASP8 CASR CBL CCBE1 CD19 CD247 CD3D CD3E CD3G CD4 CD40 CD40LG CD79A CD79B CD81 CD8A CDC40 CDCA7 CDH23 CDSN CEBPE CFTR CHD7 CIITA CLPB COG4 CORO1A CPA1 CR2 CSF3R CTLA4 CTNNBL1 CTPS1 CTRC CUBN CXCR2 CXCR4 CYBC1 DCLRE1B DCLRE1C DDX41 DEF6 DIAPH1 DKC1 DLL4 DNAJC21 DNASE1 DNMT3B DOCK2 DOCK6 DOCK8 EFL1 EIF2AK3 ELANE ELF4 EOGT EPB42 EPG5 ERCC2 ERCC3 ERCC4 ERCC6L2 ETS1 ETV6 EXTL3 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAS FASLG FAT4 FBXL4 FBXW7 FCGR2A FCGR2B FCGR3B FCHO1 FDX2 FERMT3 FIBP FIP1L1 FMO3 FNIP1 FOCAD FOXN1 FOXP3 FUT8 G6PC3 G6PD GATA1 GATA2 GBA1 GFI1 GINS1 GSS GTF2E2 GTF2H5 HAX1 HBB HEATR3 HELLS HLA-DPB1 HLA-DRB1 HMGCL HSCB HTRA2 HYOU1 ICOS IFIH1 IFNG IFNGR1 IGHG1 IGHM IGLL1 IKBKB IKBKG IKZF1 IKZF3 IL10 IL1RN IL21 IL2RA IL2RB IL2RG IL36RN IL37 IL6R IL6ST IL7 IL7R IPO8 IRAK1 IRAK4 IRF2BP2 IRF5 IRF8 ISCU ITCH ITGAM ITGB2 ITK IVD IVNS1ABP JAGN1 JAK1 JAK2 JAK3 JAZF1 KIAA0319L KIT KNSTRN KRAS LACC1 LAMTOR2 LAT LBR LCK LCP2 LEP LEPR LIG1 LIG4 LIPA LMBRD1 LMNB2 LPIN2 LRBA LRRC8A LYST MAD2L2 MAGT1 MALT1 MCM10 MDM4 MECOM MECP2 MEFV MICU1 MMAA MMAB MMACHC MMUT MPL MPLKIP MS4A1 MSN MTHFD1 MTRR MVK MYC MYD88 MYSM1 NABP1 NAE1 NAF1 NBN NCAPG2 NCKAP1L NDUFA6 NFKB1 NFKB2 NFKBIA NHEJ1 NHLRC2 NLRP1 NLRP12 NLRP3 NOTCH1 NPM1 NR3C1 NRAS NSMCE3 NUMA1 OAS1 ORAI1 OSTM1 OTUD5 OTULIN PACS2 PALB2 PCCA PCCB PDCD1 PDGFRA PDGFRB PGM3 PI4KA PIGA PIK3CD PIK3CG PIK3R1 PKHD1 PLCG2 PML PNP POMP PPIL1 PRDX1 PRF1 PRIM1 PRKAR1A PRKCD PRKDC PRSS1 PRSS2 PSMB4 PSMB9 PTEN PTPN22 PTPRC PXK RAB27A RAC2 RAD51 RAD51C RAG1 RAG2 RARA RASGRP1 RBCK1 RBM8A RBPJ RECQL4 REL RELB RFWD3 RFX5 RFXANK RFXAP RHOH RIPK1 RMRP RNASEH2B RNF113A RNU4ATAC RPA1 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS14 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RRAS2 RTEL1 RUNX1 SALL4 SAMD9 SAMD9L SARS2 SASH3 SAT1 SBDS SCARB2 SEC61A1 SF3B1 SGPL1 SH2D1A SKIC2 SKIC3 SLC27A4 SLC35A1 SLC35C1 SLC37A4 SLC39A7 SLC46A1 SLC7A7 SLF2 SLX4 SMARCAL1 SMARCD2 SOCS1 SP110 SPI1 SPINK1 SPINK5 SPP1 SPRED2 SREBF1 SRP19 SRP54 SRSF2 STAT1 STAT2 STAT3 STAT4 STAT5B STIM1 STING1 STK4 STN1 STX11 STXBP2 SYK TAFAZZIN TARS1 TBK1 TBL1XR1 TBX2 TBX21 TBXAS1 TCF3 TCIRG1 TCN2 TDP2 TERC TERT TET2 TFR2 TFRC TGFB1 TICAM1 TINF2 TLR3 TLR7 TLR8 TNFAIP3 TNFRSF13B TNFRSF13C TNFRSF1A TNFRSF9 TNFSF12 TNFSF4 TNIP1 TOM1 TONSL TP53 TPP2 TRAC TRAF3 TREX1 TRNT1 TSR2 TTC7A TTI2 UBE2A UBE2L3 UBE2T UNC119 UNC13D UNC93B1 UROS USB1 USP48 USP8 VPS13B VPS33A VPS45 WAS WDR1 WIPF1 XIAP XRCC2 XRCC4 ZAP70 ZBTB16 ZBTB24 ZNF341 ZNF699 ZNFX1 ZPR1 HP_ABNORMAL_LIBIDO https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_LIBIDO ABCD1 AIP ARMC5 ATRX BRAF CDH23 CDKN1A CDKN1B CDKN2B CDKN2C CHD7 DUSP6 FGF17 FGF8 FGFR1 FSHB GNAS GNRH1 GNRHR HS6ST1 HTT KISS1 KISS1R MEN1 NHLH2 NR3C1 NSMF PROK2 PROKR2 SLC2A3 SPRY4 TAC3 TACR3 TP53 TRANK1 USP48 USP8 WDR11 HP_ABNORMAL_LIGHT_ADAPTED_ELECTRORETINOGRAM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_LIGHT_ADAPTED_ELECTRORETINOGRAM ATF6 CACNA1F CNGA3 CNGB3 GNAT2 KIF3B OPN1SW PDE6C PDE6H PEX12 RPGR HP_ABNORMAL_LIGHT_AND_DARK_ADAPTED_ELECTRORETINOGRAM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_LIGHT_AND_DARK_ADAPTED_ELECTRORETINOGRAM ACOX1 ADAR AIPL1 ALG3 BEST1 CACNA1F CERKL CLRN1 CYP4V2 GUCY2D IDH3B IDS IMPDH1 LARGE1 LRAT MCOLN1 MFRP MT-ATP6 NR2E3 NUP54 NUP62 PCYT1A PDE6B POMGNT1 PPT1 PROM1 PRPH2 RDH5 RGR RHO RLBP1 RP1 RP9 RPE65 RPGRIP1 SAG TTC8 USP45 ZNF513 HP_ABNORMAL_LIMB_EPIPHYSIS_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_LIMB_EPIPHYSIS_MORPHOLOGY ACAN ADAMTS2 ADAMTSL2 AIFM1 ARSL ATP7A ATR B3GALT6 BGN BMPR1B BPNT2 BRF1 CANT1 CCN6 CDC6 CHST3 COG1 COG4 COL10A1 COL11A1 COL11A2 COL1A1 COL1A2 COL2A1 COL9A1 COL9A2 COL9A3 COMP CPLX1 CREBBP CSPP1 CTBP1 DLK1 DNAJC21 DUOX2 DUOXA2 DVL1 DVL3 DYM EFL1 EIF2AK3 EP300 ERCC6 ERCC8 EVC EVC2 EXT1 EXTL3 FGFR3 FGFRL1 FLNA FLNB FN1 FZD2 GDF5 GLB1 GNPAT GNPTG GPX4 HESX1 HS2ST1 HSPG2 IFIH1 IFT140 IFT172 IFT52 IHH INPP5K IYD KCNH1 KIAA0586 KIF15 KIF22 LETM1 LHX3 LHX4 MATN3 MEG3 MGP MIA3 MRPS28 NEK1 NEK9 NKX3-2 NPR2 NPR3 NSD2 PCNT PEX5 PIK3C2A PLOD3 POR POU1F1 PRKAR1A PROP1 RAB23 RAB3GAP2 RAD21 RET RINT1 RMRP RNU4ATAC RPL13 RPS6KA3 RSPRY1 RTL1 RUNX2 SALL1 SBDS SIL1 SKIC3 SLC26A2 SLC2A10 SLC39A13 SLC5A5 SMARCAL1 SRCAP SRP54 TBC1D2B TBX4 TG TINF2 TONSL TPO TRAPPC2 TREX1 TRIP11 TRPS1 TRPV4 TSHB TSHR UFSP2 UNC45A WNT5A HP_ABNORMAL_LINE_OF_SCHWALBE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_LINE_OF_SCHWALBE_MORPHOLOGY ARVCF BAZ1B BCL7B BUD23 CLIP2 COMT COX7B DGCR2 DGCR6 DGCR8 DNAJC30 EIF4H ELN ESS2 FKBP6 FOXC1 GP1BB GTF2I GTF2IRD1 GTF2IRD2 HCCS HIRA HMX1 HS2ST1 JAG1 JMJD1C LIMK1 METTL27 MLXIPL NCF1 NDUFB11 NOTCH2 PAX6 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PIK3R1 PITX2 RFC2 RREB1 SEC24C SLC38A8 STX1A TBL2 TBX1 TMEM270 UFD1 VPS37D YAP1 HP_ABNORMAL_LIP_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_LIP_MORPHOLOGY AARS1 AASS ABCA12 ABCC8 ABCC9 ABCD1 ABHD5 ABL1 ACER3 ACSL4 ACTA1 ACTB ACTG1 ACVRL1 ADAM17 ADAM22 ADAMTS2 ADAMTS3 ADAMTSL1 ADAMTSL2 ADARB1 ADAT3 ADGRG6 ADNP ADSL AFF2 AFF3 AFF4 AGA AGL AGO1 AGO2 AGR2 AIMP2 AIP ALDH6A1 ALG1 ALG11 ALG12 ALG13 ALG8 ALG9 ALOX12B ALOXE3 ALX3 ALX4 AMER1 AMMECR1 AMN AMPD2 ANGPT1 ANKLE2 ANKRD11 ANKRD17 ANO1 ANTXR1 AP1G1 AP1S2 AP1S3 AP2M1 AP3B1 AP3D1 AP4B1 AP4E1 AP4M1 AP4S1 APC ARHGAP31 ARHGEF2 ARID1A ARID1B ARID2 ARNT2 ARSK ARVCF ARX ASH1L ASPM ASPRV1 ASXL1 ASXL2 ASXL3 ATG7 ATIC ATN1 ATP1A2 ATP1A3 ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 ATP7A ATP9A ATRX AUTS2 AVP AXIN2 B3GALT6 B3GAT3 B3GLCT B4GALT1 B9D1 BANF1 BANK1 BAP1 BAZ1B BCAS3 BCL11A BCL11B BCL7B BCOR BCR BDNF BLK BLM BMP1 BMP2 BPTF BRAF BRAT1 BRCA1 BRCC3 BRD4 BRF1 BRPF1 BUB1 BUB1B BUD23 C12orf57 C4A C4B CA2 CACNA1A CACNA1C CACNA1I CACNA2D1 CAMK2G CAMSAP1 CAMTA1 CANT1 CASK CAST CASZ1 CBL CC2D2A CCBE1 CCDC22 CCDC47 CCDC8 CCNK CCNQ CD96 CDC42 CDC42BPB CDC45 CDC6 CDH1 CDH11 CDH2 CDK10 CDK13 CDK19 CDK5RAP2 CDK6 CDKL5 CDON CDT1 CENPE CENPJ CEP120 CEP135 CEP152 CEP63 CERS3 CERT1 CHAMP1 CHD2 CHD5 CHD7 CHD8 CHMP1A CHN1 CHRNG CHST14 CHST3 CHSY1 CHUK CILK1 CIT CITED2 CKAP2L CLCF1 CLCN3 CLCN6 CLEC7A CLIC2 CLIP2 CLP1 CLTC CNOT1 CNOT2 CNOT3 CNTNAP1 COG1 COG6 COG7 COL11A1 COL11A2 COL2A1 COL3A1 COLEC10 COLEC11 COMT COPB2 COX7B CPLANE1 CPLX1 CR2 CREBBP CRKL CRLF1 CRTAP CSF1R CSGALNACT1 CSNK2A1 CSNK2B CTBP1 CTCF CTLA4 CTNNB1 CTNND1 CUBN CUL4B CUL7 CUX1 CWC27 CYB5A CYB5R3 CYFIP2 CYP26C1 CYP4F22 DCHS1 DCPS DDB1 DDR2 DDRGK1 DDX3X DDX59 DDX6 DEAF1 DENND5A DHCR7 DHODH DHPS DHX30 DHX37 DIS3L2 DISP1 DLK1 DLL1 DLL3 DLX4 DMPK DNAJC30 DNASE1 DNMT3A DOCK7 DPF2 DPM1 DPM2 DPYD DPYSL5 DSC3 DSE DVL1 DVL3 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYRK1A EBF3 EBP ECM1 EDA EDA2R EDAR EDARADD EDEM3 EDNRA EED EEF1A2 EFNB1 EFTUD2 EGFR EHMT1 EIF2S3 EIF4H EIF5A ELN EMC1 ENG EP300 EPB41L1 EPG5 ERCC1 ERCC2 ERCC5 ERCC6 ERF ERLIN2 ERMARD ESCO2 ETS1 EVC EVC2 EXOC2 EXOC7 EXOSC1 EXOSC2 EXOSC5 EXT1 EXT2 EXTL3 EYA1 EZH2 FAM20C FAR1 FAT4 FBN1 FBXL4 FBXO11 FBXO28 FBXO31 FCGR2B FCGR3B FERMT1 FGD1 FGF20 FGF3 FGF8 FGFR1 FGFR2 FGFRL1 FHL1 FIBP FIG4 FKBP6 FKRP FKTN FLCN FLI1 FLII FLNA FLNB FLT4 FMR1 FOXA2 FOXC1 FOXC2 FOXG1 FOXH1 FOXL2 FOXP1 FOXP2 FRA10AC1 FRAS1 FREM1 FREM2 FRMD4A FTO FTSJ1 FUCA1 FZD2 GABRD GAD1 GALNT2 GAS1 GATA4 GATA5 GATA6 GATAD2B GBA1 GDF1 GDF11 GFRA1 GJA1 GJA5 GJA8 GJB2 GJB6 GLA GLB1 GLI1 GLI2 GLI3 GLIS3 GLUL GMNN GMPPA GNA14 GNAI1 GNB1 GNB2 GNE GNPTAB GNS GOLGA2 GP1BB GPC3 GPC4 GPC6 GPR101 GRB10 GREB1L GRHL3 GRIA1 GRIA3 GRIA4 GRIP1 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 H3-3A H3-3B H4C11 H4C3 H4C5 H4C9 HDAC4 HDAC6 HDAC8 HECTD4 HECW2 HERC2 HES7 HESX1 HGSNAT HIC1 HIRA HIVEP2 HK1 HLA-DRB1 HMGA2 HNRNPH2 HNRNPK HNRNPU HOXB1 HOXD13 HPDL HRAS HS2ST1 HS3ST6 HS6ST2 HSD17B4 HSPG2 HUWE1 HYLS1 IARS2 IDH1 IDS IDUA IER3IP1 IFIH1 IFT122 IFT140 IFT43 IFT52 IFT57 IFT80 IFT81 IGF1R IGHG1 IL10 IL17F IL17RA IL17RC IL1RAPL1 IL36RN IL6ST INPPL1 INSR INTS1 INTU IQSEC2 IRAK1 IREB2 IRF5 IRF6 IRX5 ITCH ITGA8 ITGAM JAG1 JARID2 JAZF1 JMJD1C JUP KANSL1 KARS1 KAT5 KAT6A KAT6B KAT8 KATNB1 KCNAB2 KCNE5 KCNH1 KCNJ11 KCNJ2 KCNJ5 KCNJ6 KCNJ8 KCNK4 KCNK9 KCNMA1 KCNN3 KDF1 KDM1A KDM3B KDM4B KDM5B KDM5C KDM6A KDM6B KDR KIAA0319L KIAA0753 KIDINS220 KIF11 KIF14 KIF15 KIF1A KIF26A KIF7 KIFBP KIT KLHL41 KMT2A KMT2C KMT2D KNG1 KNL1 KNSTRN KRAS KREMEN1 KRT16 KRT17 KRT6A KRT6B LARGE1 LARP7 LAS1L LBR LEMD2 LEMD3 LETM1 LFNG LHX4 LIFR LIG4 LIMK1 LIPN LMBRD1 LMNA LMNB1 LMX1B LRP4 LRP6 LRRC32 LTBP1 LTBP3 LTBP4 LUZP1 LZTR1 MAB21L1 MAB21L2 MADD MAF MAFB MAGEL2 MALT1 MAN1B1 MAP1B MAP2K1 MAP2K2 MAP3K7 MAPK1 MAPK8IP3 MAPKAPK5 MAPRE2 MARS2 MASP1 MBD5 MBTPS2 MCM5 MCM7 MCOLN1 MCPH1 MCTP2 MDH1 MECP2 MED12 MED12L MED13 MED13L MED25 MED27 MEF2C MEG3 MEGF8 MEIS2 MEOX1 MESD MESP2 METTL23 METTL27 METTL5 MFSD2A MGAT2 MGP MICU1 MID1 MID2 MINPP1 MKRN3 MKS1 MLXIPL MMACHC MMP23B MOCS1 MOCS2 MPC1 MPDU1 MRAS MRPS28 MSL3 MSX1 MSX2 MTOR MTX2 MUSK MYCN MYH3 MYH8 MYL11 MYL2 MYMK MYMX MYO18B MYOD1 MYOF NAA10 NAA20 NAGA NALCN NANS NARS2 NBAS NBN NCAPD3 NCAPG2 NCF1 NDN NDP NEB NECTIN1 NEK1 NEK9 NELFA NEU1 NEXMIF NF1 NFIA NFIB NFIX NIPAL4 NIPBL NKAP NKX2-5 NKX2-6 NLRP1 NODAL NOG NONO NOTCH2 NOTCH3 NOVA2 NPAP1 NRAS NRCAM NSD1 NSD2 NSDHL NSRP1 NSUN2 NUAK2 NUP107 NUP37 NXN OBSL1 OCA2 OCLN OCRL ODC1 OFD1 OGT OPHN1 ORC1 ORC4 ORC6 OSTM1 OTUD6B OTX2 P4HTM PACS1 PACS2 PAFAH1B1 PAH PAK3 PAM16 PARS2 PAX3 PAX6 PAX9 PBX1 PCDHGC4 PCGF2 PCLO PDCD1 PDCD6IP PDE4D PDGFRB PDHA1 PDPN PERP PEX26 PGAP2 PGAP3 PGM2L1 PHC1 PHF21A PHF8 PHGDH PHIP PIDD1 PIEZO2 PIGB PIGG PIGK PIGL PIGN PIGO PIGQ PIGS PIGT PIGU PIGV PIGW PIGY PIK3CA PIK3CD PITX2 PKDCC PKP1 PLAA PLCH1 PLG PLPBP PLXND1 PMM2 POC1A POGZ POLR1B POLR1C POLR1D POLR3A POLR3GL POMGNT1 POMT1 POMT2 POR PORCN POU1F1 POU4F1 PPM1D PPP1CB PPP1R12A PPP1R15B PPP1R21 PPP2CA PPP2R1A PPP2R3C PPP2R5D PPP3CA PQBP1 PRDM16 PRDX1 PREPL PRIM1 PRKACA PRKACB PRKAR1B PRKCZ PRKDC PRMT7 PROKR2 PROP1 PRORP PSMB8 PSMC3 PSMD12 PTCH1 PTDSS1 PTEN PTH1R PTPN11 PTPN22 PTPRF PTRH2 PUF60 PURA PUS1 PUS7 PWAR1 PWRN1 PXK PYCR1 PYCR2 QRICH1 RAB11B RAB18 RAB3GAP1 RAB3GAP2 RAB5IF RAC3 RAD21 RAF1 RAI1 RALA RAPSN RASA2 RBL2 RBMX RECQL RECQL4 RERE RET REV3L RFC2 RFX7 RHOBTB2 RIC1 RIN2 RIPK4 RIPPLY2 RIT1 RNF135 RNF2 RNU12 RNU4ATAC ROBO1 ROR2 RPGRIP1L RPL10 RPL5 RPS19 RPS23 RPS6KA3 RPS7 RRAS RRAS2 RREB1 RSPO2 RSPRY1 RTL1 RTTN RUNX2 RYR1 SALL4 SARS1 SASS6 SATB1 SATB2 SC5D SCARF2 SCN1A SCN4A SCUBE3 SCYL2 SDR9C7 SEC23A SEC24C SEC31A SEMA3E SET SETBP1 SETD1A SETD1B SETD5 SF3B2 SF3B4 SH3PXD2B SHANK3 SHH SHMT2 SHOC2 SIM1 SIN3A SIX1 SIX3 SKI SKIC3 SLC1A3 SLC25A24 SLC25A46 SLC26A2 SLC29A3 SLC2A1 SLC2A10 SLC35A1 SLC35A2 SLC35C1 SLC39A4 SLC45A1 SLC46A1 SLC6A1 SLC6A17 SLC9A7 SLF2 SMAD4 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMC5 SMG8 SMG9 SMO SMOC1 SMPD4 SMS SNAI2 SNIP1 SNORD115-1 SNORD116-1 SNRPB SNRPN SNX14 SON SOS1 SOS2 SOX11 SOX18 SOX4 SOX9 SPATA5L1 SPECC1L SPEN SPOP SPP1 SPRED2 SPTBN1 SRCAP SRD5A3 SREBF1 SSR4 STAG2 STAT4 STEEP1 STIL STIM1 STK11 STRADA STT3A STX1A STXBP1 SUFU SULT2B1 SUMF1 SUMO1 SUPT16H SUZ12 SYNE1 SYNGAP1 SYT1 TAB2 TAF1 TAF13 TAF6 TAF8 TALDO1 TAOK1 TAPT1 TASP1 TBC1D20 TBC1D24 TBCE TBCK TBL1XR1 TBL2 TBR1 TBX1 TCF20 TCF3 TCF4 TCOF1 TCTN2 TCTN3 TDGF1 TENM3 TET3 TFAP2A TFAP2B TFE3 TGDS TGFA TGFB3 TGIF1 TGM1 THOC6 THSD1 THUMPD1 TLK2 TLR7 TMCO1 TMEM147 TMEM237 TMEM270 TMEM53 TMEM70 TMEM94 TMLHE TNFAIP3 TNFSF4 TNIP1 TNNI2 TNPO2 TNRC6B TOE1 TOR1A TP63 TPM3 TPR TRAF3IP2 TRAF6 TRAPPC10 TRAPPC14 TRAPPC4 TRAPPC9 TREX1 TRIM8 TRIO TRIP11 TRIP12 TRMT10A TRPM3 TRPS1 TRRAP TSPAN7 TSPEAR TTC26 TTC5 TTI2 TUBB TUBGCP2 TWIST1 TWIST2 TXNL4A UBE2A UBE2L3 UBE3B UBE4B UBR1 UBR7 UFC1 UFD1 UGDH UGP2 UNC80 UPF3B USB1 USP9X VAC14 VAX1 VPS13B VPS33A VPS35L VPS37D VPS51 WAC WARS1 WARS2 WASHC4 WDR19 WDR26 WDR35 WDR37 WDR4 WDR62 WLS WNT10A WNT10B WNT3 WNT4 WNT5A WNT9B WT1 WWOX XPNPEP2 XRCC4 XYLT1 XYLT2 YAP1 YARS2 YWHAE YY1 ZBTB18 ZBTB20 ZC4H2 ZDHHC9 ZEB2 ZFPM2 ZIC2 ZMIZ1 ZMPSTE24 ZMYM2 ZNF148 ZNF292 ZNF407 ZNF462 ZNF526 ZNF699 ZNHIT3 ZPR1 ZSWIM6 HP_ABNORMAL_LIVER_METABOLITE_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_LIVER_METABOLITE_CONCENTRATION ABCG5 ABCG8 ABHD5 ACAD9 ACADM ACADS ACADVL ACOX1 ACSL5 ADK AGPAT2 AKR1D1 AKT2 ALDOB ALMS1 APOB APOE ARMC5 ATP6AP1 ATP6AP2 ATP7B BCS1L BLM BMP6 BSCL2 CARS2 CASZ1 CAV1 CAVIN1 CBS CCDC115 CEP19 CIDEC CLPB COA8 COX15 CP CPT1A CPT2 CYP19A1 CYP7A1 DDOST DEF6 DGUOK DHCR7 DNAJC19 DOCK2 DPM1 EARS2 ETFA ETFB ETFDH FARS2 FARSA FARSB FBP1 FOCAD FOS FTH1 FTL GABRD GLRX5 GNAS GNB2 GPD1 HADH HADHA HADHB HBB HEPACAM HMGCL HNF1B HNF4A HNRNPA1 HNRNPA2B1 HSD17B4 HSPG2 IARS1 IFIH1 IFT27 KCNAB2 KMT2B LARS1 LDLR LDLRAP1 LIG3 LIPA LIPE LMNA LMNB2 LRPPRC LUZP1 LYRM4 MARS1 MCCC1 MICOS13 MMP23B MPV17 MRPL3 MRPL44 MRPS7 MT-TN MT-TS1 MTTP MTX2 NAA10 NDUFAF1 NFS1 NGLY1 NHLRC2 NSMCE2 PCK1 PCK2 PCSK9 PDPN PGM1 PHKA2 PHKB PHKG2 PIGA PLIN1 PMM2 PNPLA2 POLD1 POLG POLG2 POLR3A PPARG PRDM16 PRKCZ PTEN PTRH2 PYGL RERE RINT1 RMND1 RNU7-1 RRM2B SAR1B SCO1 SDHA SKI SLC11A2 SLC22A5 SLC25A13 SLC25A20 SLC2A2 SLC30A10 SLC37A4 SLC40A1 SLC51B SLCO1B1 SLCO1B3 SPEN SPTBN1 STEAP3 SUCLG1 SURF1 TARS2 TBX1 TFAM TKFC TMEM199 TRAPPC11 TRMU TYMP UBE4B UNC45A VCP VPS33A VPS4A XRCC4 YARS1 ZPR1 HP_ABNORMAL_LIVER_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_LIVER_MORPHOLOGY ABCA1 ABCA12 ABCB11 ABCB4 ABCC2 ABCC6 ABCC8 ABCD3 ABCG5 ABCG8 ABHD5 ACAD9 ACADM ACADS ACADVL ACAT1 ACOX1 ACP5 ACSL5 ACTG2 ACVR2B ACVRL1 ADA ADA2 ADAMTSL2 ADAR ADK AGA AGGF1 AGL AGPAT2 AGR2 AHCY AIRE AKR1D1 AKT2 ALDH1A2 ALDOA ALDOB ALG1 ALG13 ALG2 ALG5 ALG8 ALG9 ALMS1 AMACR ANK1 ANKRD55 ANKS6 ANTXR1 AP1B1 AP1S1 AP3B1 AP3D1 APC APOA1 APOB APOC2 APOE ARG1 ARHGAP31 ARL13B ARL6 ARMC5 ARSB ASAH1 ASL ASS1 ASXL1 ATAD3A ATP5F1A ATP5F1D ATP5F1E ATP5MK ATP6AP1 ATP6AP2 ATP6V1B2 ATP7A ATP7B ATP8B1 ATPAF1 ATPAF2 ATRX AUH AXIN1 B2M B4GALT1 B9D1 B9D2 BAAT BAP1 BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCS1L BICC1 BLM BLNK BMP2 BMP6 BMPER BOLA3 BRCA1 BRCA2 BSCL2 BTD BTK BTNL2 C1QBP C1S C2orf69 C4B CA2 CALR CARS2 CASP10 CASP8 CASR CASZ1 CAV1 CAVIN1 CBL CBS CC2D2A CCDC115 CCDC28B CCDC47 CD19 CD247 CD27 CD28 CD3D CD3E CD40LG CD55 CD70 CD79A CD79B CD81 CD96 CDAN1 CDIN1 CDKN1C CDKN2A CEACAM3 CEACAM6 CEP164 CEP19 CEP290 CFAP418 CFTR CHD7 CIDEC CIITA CLCA4 CLCN7 CLDN1 CLEC7A CLPB CNTNAP2 COA8 COG1 COG4 COG5 COG6 COG7 COG8 CORIN COX14 COX15 COX4I2 COX5A CP CPOX CPT1A CPT2 CR2 CSPP1 CTC1 CTLA4 CTNNB1 CTNS CTSA CTSC CTSK CYBA CYBB CYBC1 CYP19A1 CYP7A1 CYP7B1 DAXX DCDC2 DCLRE1C DCTN4 DDOST DDRGK1 DEF6 DGUOK DHCR7 DHDDS DHFR DIS3L2 DKC1 DLD DLK1 DLL4 DNAJB11 DNAJC19 DNAJC21 DNASE1L3 DNASE2 DOCK2 DOCK6 DPAGT1 DPM1 DPM2 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DZIP1L EARS2 EDNRA EFL1 EIF2AK3 ELN ENG ENPP1 EOGT EPB42 ERBB3 ERCC1 ERCC4 ERCC6 ERCC8 ETFA ETFB ETFDH EWSR1 EXTL3 F5 FADD FAH FAM111B FARS2 FARSA FARSB FAS FASLG FBN1 FBP1 FCGR2A FDX2 FECH FERMT3 FGA FGFR2 FLNC FLT1 FOCAD FOS FOXP3 FOXRED1 FTH1 FTL FUCA1 G6PC1 G6PC3 GAA GABRD GALE GALK1 GALM GALNS GALT GANAB GATA2 GBA1 GBE1 GCDH GCLC GDF2 GFM1 GIMAP5 GLB1 GLIS3 GLRX5 GNAS GNB2 GNE GNMT GNPTAB GNS GPC3 GPC4 GPD1 GPIHBP1 GPR35 GSTM3 GUCY2D GUSB HADH HADHA HADHB HAMP HAVCR2 HBA1 HBA2 HBB HBG1 HBG2 HCK HEPACAM HEXB HFE HGSNAT HJV HLA-DRB1 HMGCL HMGCS2 HMOX1 HNF1A HNF1B HNF4A HNRNPA1 HNRNPA2B1 HPGD HSD17B4 HSD3B7 HSPG2 HYMAI HYOU1 IARS1 ICOS IDS IDUA IFIH1 IFNG IFNGR1 IFT122 IFT140 IFT172 IFT27 IFT43 IFT74 IFT80 IGF2 IGF2R IGHG2 IGHM IGKC IGLL1 IKBKG IL12A IL12RB1 IL17F IL17RA IL17RC IL18BP IL1RN IL21R IL2RA IL2RB IL2RG IL6 IL6ST IL7R INPP5E INPPL1 INSR INVS IQCB1 IRAK4 IRF4 IRF5 IRF8 ITCH ITK JAG1 JAK1 JAK2 JAK3 JAM2 JAM3 KCNAB2 KCNH1 KCNJ11 KCNMA1 KCNN3 KCNN4 KCNQ1 KCNQ1OT1 KIF12 KIF20A KIF3B KIT KLF1 KMT2B KPTN KRAS KRIT1 KRT18 LACC1 LAMA5 LARS1 LBR LCAT LDLR LDLRAP1 LIG3 LIG4 LIPA LIPE LMBRD1 LMNA LMNB2 LPIN2 LPL LRP5 LRPPRC LRRC8A LSM11 LTBP3 LUZP1 LYRM4 LYST LYZ LZTFL1 LZTR1 MADD MAGT1 MAN2B1 MAPK8IP3 MARS1 MCCC1 MCM4 MECOM MED12 MEFV MEG3 MET MFN2 MICOS13 MICU1 MIF MKKS MKS1 MLXIPL MMAA MMAB MMEL1 MMP23B MMUT MOGS MPC1 MPI MPL MPV17 MRAS MRPL3 MRPL44 MRPS28 MRPS7 MST1 MT-ATP6 MT-ATP8 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TE MT-TK MT-TL1 MT-TN MT-TS1 MT-TV MT-TW MTTP MTX2 MUC5B MVK MYBPC3 MYD88 MYL2 MYO5B MYORG MYPN MYRF NAA10 NAE1 NAF1 NAGA NAGLU NAGS NCF1 NCF2 NCF4 NCKAP1L NDUFA1 NDUFA11 NDUFA2 NDUFA6 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB9 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NEK1 NEK8 NEU1 NEUROG3 NFKBIA NFS1 NGLY1 NHLRC2 NHP2 NLRP1 NLRP3 NOP10 NOTCH1 NOTCH2 NPC1 NPC2 NPHP1 NPHP3 NPHP4 NPM1 NR1H4 NRAS NSD2 NSMCE2 NUBPL OCLN OFD1 OSTM1 OTUD5 PALB2 PALLD PARN PC PCCA PCCB PCK1 PCK2 PCSK9 PDGFB PDGFRA PDGFRB PDGFRL PDPN PEPD PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PGM1 PHKA2 PHKB PHKG2 PI4KA PIEZO1 PIGA PIGL PIGM PIGS PIK3C2A PIK3CA PIK3CD PIK3CG PIK3R1 PKD1 PKD2 PKHD1 PKLR PLAGL1 PLEKHM1 PLIN1 PMM2 PNPLA2 PNPLA6 POLD1 POLG POLG2 POLR3A POU2AF1 PPARG PPP1R21 PRDM16 PRF1 PRIM1 PRKCD PRKCSH PRKCZ PSAP PSMB10 PSMB4 PSMB8 PSMB9 PSMG2 PSTPIP1 PTEN PTPN11 PTPN2 PTPN22 PTPRC PTRH2 PUS7 PYGL RAB27A RABL3 RAC2 RAF1 RAG1 RAG2 RASA2 RASGRP1 RBCK1 RBM8A RBPJ RECQL4 REL RERE RFT1 RFX5 RFXANK RFXAP RHAG RHBDF2 RHCE RHD RINT1 RIPK1 RIT1 RMND1 RMRP RNASEH2A RNASEH2B RNASEH2C RNU4ATAC RNU7-1 RORC RPGRIP1 RPGRIP1L RRAS RRAS2 RRM2B RTEL1 RTL1 RUNX1 SAA1 SAMHD1 SAR1B SASH3 SBDS SC5D SCAPER SCARB2 SCLT1 SCN4A SCO1 SCO2 SCYL1 SDCCAG8 SDHA SDHD SEC63 SEMA4D SEMA7A SERPINA1 SERPINC1 SF3B1 SFTPA2 SFTPC SGSH SH2D1A SHPK SKI SKIC2 SKIC3 SLC11A1 SLC11A2 SLC17A5 SLC20A2 SLC22A5 SLC25A1 SLC25A13 SLC25A15 SLC25A19 SLC25A20 SLC26A9 SLC29A3 SLC2A1 SLC2A2 SLC30A10 SLC34A2 SLC35C1 SLC37A4 SLC38A3 SLC39A4 SLC39A7 SLC40A1 SLC4A1 SLC51A SLC51B SLC6A14 SLC7A7 SLC9A3 SLCO1B1 SLCO1B3 SLCO2A1 SMAD4 SMPD1 SNX10 SNX14 SOCS1 SOS1 SOS2 SOX10 SP110 SPEN SPI1 SPIB SPRED2 SPTA1 SPTB SPTBN1 SRP54 SRSF2 STAT1 STAT3 STAT4 STEAP3 STN1 STOX1 STX11 STX1A STXBP2 SUCLG1 SUMF1 SURF1 SYK TALDO1 TARS2 TBX1 TBX19 TCF3 TCF4 TCIRG1 TCN2 TCTN1 TCTN2 TCTN3 TERC TERT TET2 TFAM TFE3 TFR2 TGFB1 TIMMDC1 TINF2 TJP2 TKFC TKT TLR8 TMEM107 TMEM126B TMEM165 TMEM199 TMEM216 TMEM231 TMEM237 TMEM67 TMEM70 TNFRSF11A TNFRSF13B TNFRSF13C TNFRSF1A TNFRSF1B TNFSF11 TNFSF15 TNNI3 TNNT2 TNPO3 TOGARAM1 TOM1 TP53 TPP2 TRAC TRAF3IP1 TRAF3IP2 TRAPPC11 TREX1 TRIM32 TRIM37 TRMT5 TRMU TRPV6 TSC1 TSC2 TSFM TTC21B TTC26 TTC7A TTC8 TUFM TULP3 TXNDC15 TYMP TYMS UBE4B UBR1 UCP2 UNC13D UNC45A UQCRB UROD UROS USB1 USP18 USP53 VCP VIPAS39 VPS11 VPS13A VPS33A VPS33B VPS45 VPS4A WDPCP WDR19 WDR35 WRAP53 WT1 XIAP XK XPR1 XRCC4 XYLT1 YARS1 YARS2 ZAP70 ZFYVE19 ZIC3 ZNF699 ZNFX1 ZPR1 HP_ABNORMAL_LIVER_PARENCHYMA_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_LIVER_PARENCHYMA_MORPHOLOGY BMPER BTNL2 FOCAD HLA-DRB1 JAK1 NPHP3 PMM2 PTRH2 SLC25A13 VPS33B HP_ABNORMAL_LIVER_PHYSIOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_LIVER_PHYSIOLOGY ABCB11 ABCB4 AKR1D1 ALMS1 AMACR AP1B1 AP1S1 ASAH1 ATP8B1 CYP7B1 FH FOCAD HSD3B7 IARS1 PEX14 PGM1 PKHD1 SC5D SLC25A13 SLC2A2 SLC51A TJP2 TMPRSS6 UBR1 VPS50 ZFYVE19 HP_ABNORMAL_LOCALIZATION_OF_KIDNEY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_LOCALIZATION_OF_KIDNEY ADA2 ADAMTS3 AFF3 AFF4 AKT3 APC ARID1A ARID1B ARID2 BAZ1B BCL7B BICRA BMPER BRAF BRCA1 BRCA2 BRIP1 BUD23 CAPN15 CC2D2A CCBE1 CCND2 CCNQ CD96 CDC42BPB CFAP418 CHD7 CHN1 CHST14 CHUK CLIP2 COLEC10 COLEC11 CTU2 CWC27 DACT1 DDB1 DDX59 DDX6 DEAF1 DHCR7 DKC1 DNA2 DNAJC30 DPF2 DSE DSTYK DYNC2LI1 DYRK1A EBP EIF4H ELN ERCC4 ESCO2 EXTL3 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAT4 FGFR1 FGFR2 FKBP6 FLII FUZ GATA1 GLI3 GNB2 GRB10 GREB1L GTF2I GTF2IRD1 GTF2IRD2 HEATR3 HMGA2 HNF1B HNRNPH1 HNRNPU HOXD13 HRAS IQSEC2 JAM3 KAT5 KDM6A KMT2D KNSTRN KRAS LEMD3 LIMK1 LRP4 MAD2L2 MAFB MAP3K7 MCM5 MCTP2 METTL27 MLXIPL MNX1 MRPS34 MYCN NCF1 NIPBL NRAS NRIP1 PALB2 PAX2 PBX1 PIK3CD PIK3R2 POR PORCN PTPN11 PUF60 RAB18 RAB3GAP1 RAB3GAP2 RAD51 RAD51C RAF1 RAI1 RARB RBBP8 RBM10 RBM8A RECQL4 RFC2 RFWD3 RIPK4 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RTTN SALL1 SALL4 SC5D SEMA3E SF3B2 SLX4 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMOC1 SMS SNRPB SON SOX11 SOX4 SPECC1L SPINK5 SRY SSR4 STAG1 STRA6 STX1A TBC1D20 TBL2 TBX22 TCTN3 THOC6 TMEM270 TRIP13 TSR2 UBA2 UBE2A UBE2T USP9X VANGL1 VPS37D WAC WNT4 WNT7B WT1 XRCC2 XRCC4 ZEB2 ZIC3 ZMYM2 HP_ABNORMAL_LONG_BONE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_LONG_BONE_MORPHOLOGY ABCC9 ACAN ACP5 ACSL4 ACTA1 ACVR1 ADA ADAMTS10 ADAMTS2 ADAMTSL2 ADNP AFF3 AFF4 AGA AGPS AIFM1 AIP ALG12 ALG3 ALG9 ALPL ALX4 AMER1 AMMECR1 ANAPC1 ANKH ANO5 ANTXR1 ANTXR2 APC ARCN1 ARSB ARSK ARSL ARX ASXL2 ATP6V0A2 ATP6V1B2 ATP7A ATR ATRIP ATRX B2M B3GALT6 B3GAT3 B3GLCT B4GALT7 B9D1 B9D2 BAZ1B BCL7B BCOR BCR BGN BHLHA9 BICRA BMP1 BMP2 BMPR1A BMPR1B BPNT2 BPTF BRAF BRCA1 BRCA2 BRD4 BRF1 BRIP1 BUD23 CA2 CAMK2A CANT1 CASK CASR CBFB CBL CBS CC2D2A CCDC134 CCDC47 CCDC8 CCN6 CCNQ CD96 CDC42BPB CDC45 CDC6 CDKL5 CDKN1C CDT1 CENPE CENPJ CENPT CEP120 CEP152 CEP164 CEP290 CFAP410 CFL2 CHD7 CHEK2 CHN1 CHST3 CHSY1 CILK1 CKAP2L CLCN5 CLCN7 CLIP2 CLTCL1 COG1 COG4 COG5 COL10A1 COL11A1 COL11A2 COL1A1 COL1A2 COL2A1 COL9A1 COL9A2 COL9A3 COLEC10 COLEC11 COMP CPLANE1 CPLX1 CREB3L1 CREBBP CRKL CRTAP CSF1R CSGALNACT1 CSPP1 CTBP1 CTC1 CTCF CTNS CUL7 CWC27 CYP19A1 CYP27B1 CYP2R1 CYP3A4 DACT1 DCHS1 DCLRE1C DDR2 DDRGK1 DHCR7 DHODH DHX30 DKC1 DLK1 DMP1 DMXL2 DNA2 DNAJC21 DNAJC30 DNM1L DNMT3A DONSON DPYD DUOX2 DUOXA2 DVL1 DVL3 DYM DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 EBP EED EFL1 EFNB1 EHHADH EIF2AK3 EIF4A3 EIF4H ELN ENPP1 EP300 ERCC1 ERCC4 ERCC6 ERCC8 ESCO2 ESR1 EVC EVC2 EXOC6B EXOSC2 EXT1 EXT2 EXTL3 EZH2 FAM111A FAM20C FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAT4 FBN1 FBN2 FBXL3 FDFT1 FERMT1 FGF10 FGF16 FGF23 FGF9 FGFR1 FGFR2 FGFR3 FGFRL1 FIBP FIG4 FKBP10 FKBP6 FLI1 FLNA FLNB FN1 FZD2 G6PC3 GALNS GAN GATA4 GATAD2B GDF5 GEMIN4 GGCX GHR GJA1 GJA5 GJA8 GLB1 GLE1 GLI1 GLI3 GMNN GNAO1 GNAS GNAS-AS1 GNPAT GNPTAB GNPTG GNS GORAB GPC3 GPC4 GPC6 GPR101 GPX4 GRIN1 GRM7 GSC GTF2I GTF2IRD1 GTF2IRD2 GUSB H3-3A H3-3B HARS1 HBB HDAC4 HDAC6 HDAC8 HEATR3 HEPHL1 HERC2 HESX1 HHAT HINT1 HNRNPA1 HNRNPA2B1 HNRNPH1 HNRNPR HOXA11 HOXA13 HOXD13 HPGD HS2ST1 HS6ST1 HSPA9 HSPG2 HYLS1 IARS2 IDH1 IDH2 IDS IDUA IFIH1 IFT122 IFT140 IFT172 IFT43 IFT52 IFT57 IFT80 IFT81 IHH IL2RG IL6ST IL7R INPP5K INPPL1 INTU INVS IPO8 IQCB1 IQCE ITCH IYD JAG1 KANSL1 KAT6A KAT6B KCNA1 KCNE5 KCNH1 KCNJ2 KCNJ8 KCNMA1 KCNN3 KCTD1 KDELR2 KIAA0586 KIAA0753 KIF15 KIF1A KIF22 KIF7 KLHL41 KNSTRN KRAS LAMA5 LARP7 LBR LEMD3 LETM1 LHX3 LHX4 LIFR LIG4 LIMK1 LMBR1 LMNA LMOD3 LONP1 LPIN2 LRP4 LRP5 LRRK1 LTBP1 LTBP3 LYSET LZTFL1 LZTR1 MACROH2A1 MAD2L2 MAF MAFB MAGEL2 MAN2B1 MAN2C1 MAP2K1 MAP2K2 MAP3K7 MAPK1 MAPK8IP3 MASP1 MATN3 MBTPS2 MCTP2 MECOM MED12 MED25 MEG3 MEGF8 MEIS2 MET METTL27 MGAT2 MGP MIA3 MIR140 MKRN3 MKS1 MLXIPL MMP13 MMP2 MMP9 MPZ MRAS MRPS28 MSX2 MTAP MTHFS MTX2 MUSK MYF5 MYSM1 NADSYN1 NANS NCF1 NDN NDUFAF6 NEB NEK1 NEK8 NEK9 NEPRO NEU1 NEUROD2 NF1 NFIX NHP2 NHS NIPBL NKX3-2 NMNAT1 NOG NOP10 NOTCH2 NOTCH3 NPAP1 NPHP1 NPHP3 NPHP4 NPM1 NPR2 NPR3 NRAS NSD1 NSD2 NSDHL NSMCE2 NSUN2 NUP85 NXN OBSL1 OCRL OFD1 ORC1 ORC4 ORC6 OSTM1 OTUD6B P3H1 P4HB P4HTM PACS1 PALB2 PAM16 PAPSS2 PARN PCDHGC4 PCNT PCYT1A PDE3A PDE4D PDGFRB PEPD PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PHEX PHYH PIEZO2 PIGL PIGP PIGQ PIGS PIGT PIGU PIK3C2A PIK3CD PIK3R1 PISD PITX1 PLCB3 PLEKHM1 PLK4 PLOD2 PLOD3 PLXND1 PMP22 PNKP POC1A POGZ POLE POLR1A POLR3A POLRMT POP1 POR PORCN POU1F1 PPP3CA PRDM5 PRKACA PRKACB PRKAR1A PRKD1 PRKG2 PRMT7 PROP1 PSMD12 PTCH1 PTDSS1 PTEN PTH1R PTHLH PTPN11 PUF60 PUS3 PWAR1 PWRN1 PYCR1 PYCR2 QRICH1 RAB23 RAB33B RAB3GAP2 RAD21 RAD51 RAD51C RAF1 RAG1 RAG2 RASA1 RASA2 RB1 RBBP8 RBM10 RBM8A RBPJ RECQL4 RET RETREG1 REV3L RFC2 RFWD3 RINT1 RIPK4 RIT1 RLIM RMRP RNU4ATAC ROBO1 ROR2 RPGRIP1 RPGRIP1L RPL13 RPL26 RPS19 RPS6KA3 RRAS RRAS2 RSPO2 RSPRY1 RTEL1 RTL1 RUNX2 SALL1 SALL4 SATB2 SBDS SCARF2 SCN1B SCN2A SCN4A SCN9A SCUBE3 SDCCAG8 SEC24D SERPINH1 SETBP1 SETD5 SF3B2 SF3B4 SFRP4 SGMS2 SH3PXD2B SHH SHOX SIAH1 SIK1 SIK3 SIL1 SKI SKIC3 SLC10A7 SLC17A5 SLC25A22 SLC26A2 SLC29A3 SLC2A10 SLC2A2 SLC31A1 SLC32A1 SLC34A1 SLC34A3 SLC35A2 SLC35B2 SLC35D1 SLC39A13 SLC5A5 SLCO2A1 SLX4 SMAD4 SMAD6 SMARCA2 SMARCAL1 SMC1A SMC3 SMO SMOC1 SNIP1 SNORD115-1 SNORD116-1 SNRPB SNRPN SNX10 SON SOS1 SOS2 SOST SOX9 SP7 SPARC SPART SPRED1 SPRED2 SPTBN1 SQSTM1 SRCAP SRP54 SRY STX16 STX1A SUCLG1 SUMF1 SUZ12 SVBP TAPT1 TBC1D2B TBC1D7 TBCD TBCE TBL2 TBX15 TBX22 TBX3 TBX4 TBX5 TBXAS1 TCF4 TCIRG1 TCTN1 TCTN2 TCTN3 TENT5A TERC TERT TFE3 TG TGDS TGFB1 THRB TINF2 TMEM107 TMEM165 TMEM216 TMEM231 TMEM237 TMEM270 TMEM38B TMEM53 TMEM67 TNFRSF11A TNFRSF11B TNFSF11 TONSL TP53 TPM2 TPO TRAF3IP1 TRAIP TRAPPC2 TREM2 TREX1 TRIM37 TRIM8 TRIP11 TRPM3 TRPS1 TRPV4 TRPV6 TSHB TSHR TTC21B TTC26 TUBB3 TWIST1 TWIST2 TXNDC15 TYMS TYROBP UBE2T UFSP2 UGP2 UNC45A USB1 USP9X VAC14 VCP VDR VPS13B VPS33A VPS35L VPS37D WDR19 WDR26 WDR35 WDR62 WLS WNK1 WNT5A WNT7A WRAP53 XRCC2 XYLT1 ZBTB20 ZEB2 ZIC3 ZMIZ1 ZMPSTE24 ZNF141 ZNF407 ZNF469 ZNF668 ZNF699 ZPR1 ZSWIM6 HP_ABNORMAL_LOWER_LIMB_BONE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_LOWER_LIMB_BONE_MORPHOLOGY AARS1 ABCA12 ABCC9 ACAN ACTB ACVR1 ADA ADAMTS10 ADAMTS2 ADAMTSL1 ADAMTSL2 ADAT3 ADGRV1 ADNP AEBP1 AFF3 AFF4 AGPS AHI1 AIFM1 AKT1 ALG12 ALMS1 ALOX12B ALOXE3 ALPL AMER1 AMMECR1 ANAPC1 ANKH ANKRD55 APC ARCN1 ARHGAP31 ARID1B ARL13B ARL3 ARL6 ARL6IP6 ARMC9 ARSL ARVCF ARX ASAH1 ASXL1 ATL3 ATP6AP2 ATP6V0A2 ATP6V1B2 ATP7A ATPAF2 ATR ATRX B3GALNT2 B3GALT6 B3GAT3 B3GLCT B4GALT7 B4GAT1 B9D1 B9D2 BAP1 BBS1 BBS12 BBS2 BBS9 BCR BGN BHLHA9 BICD2 BMP1 BMP2 BMP4 BMPR1A BMPR1B BPNT2 BRCA1 BRCA2 BRD4 BRF1 BRIP1 C12orf57 C2CD3 CAMK2A CAMK2G CANT1 CASK CASZ1 CBFB CBY1 CC2D2A CCBE1 CCDC28B CCDC47 CCDC8 CCN6 CD247 CD96 CDC42BPB CDC45 CDC6 CDH11 CDKL5 CDT1 CENPE CEP104 CEP120 CEP290 CEP41 CERT1 CFAP410 CHD4 CHD7 CHEK2 CHRNG CHST11 CHST3 CHSY1 CHUK CIBAR1 CILK1 CLCN5 CLCN7 CLTCL1 COASY COG1 COG4 COG8 COL10A1 COL11A1 COL11A2 COL1A1 COL1A2 COL25A1 COL27A1 COL2A1 COL3A1 COL4A1 COL9A1 COL9A2 COL9A3 COMP COMT COX4I1 CPLANE1 CPLX1 CREBBP CRKL CRPPA CRTAP CSF1R CSGALNACT1 CSPP1 CTBP1 CTC1 CTCF CTSK CUL4B CUL7 CYP27A1 CYP27B1 CYP2R1 DACT1 DAG1 DCHS1 DCLRE1C DDR2 DDRGK1 DDX59 DDX6 DHCR24 DHCR7 DLK1 DLL4 DLX5 DMP1 DMXL2 DNAJC21 DNMT3A DOCK6 DOK7 DONSON DPH5 DUOX2 DUOXA2 DVL1 DVL3 DYM DYNC1H1 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLT2B DYRK1A EBP ECEL1 EED EFL1 EFNB1 EIF2AK3 EIF4A3 EMG1 EN1 ENPP1 EOGT EP300 EPB41L1 ERCC1 ERCC2 ERCC4 ERCC5 ERCC6 ERGIC1 ESCO2 EVC EVC2 EXOC6B EXOC7 EXT1 EXT2 EXTL3 EZH2 FAM149B1 FAM50A FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAT4 FBLN1 FBN1 FBN2 FBXL4 FBXO11 FGD1 FGF9 FGFR1 FGFR2 FGFR3 FGFRL1 FIBP FIG4 FKBP10 FKRP FKTN FLI1 FLNA FLNB FMR1 FN1 FUCA1 FZD2 GABBR2 GABRA1 GABRD GABRG2 GALNS GALNT2 GATA4 GBA1 GDF5 GDF6 GFM2 GHR GJA1 GJA5 GJA8 GJB2 GJB6 GLA GLB1 GLE1 GLI1 GLI3 GMNN GNA11 GNAO1 GNAS GNPTAB GNPTG GORAB GP1BB GPC3 GPC4 GPC6 GPX4 GRIN1 GRIP1 GRM7 GTF2E2 GUSB H4C3 H4C9 HADHA HADHB HBA1 HBA2 HCN1 HDAC4 HDAC6 HDAC8 HEATR3 HEPACAM HEPHL1 HERC2 HESX1 HINT1 HIRA HNRNPH1 HNRNPK HNRNPR HOXA13 HOXD10 HOXD13 HPGD HS2ST1 HSPA9 HSPG2 HTT HUWE1 HYLS1 IARS2 IDUA IFIH1 IFNGR1 IFT122 IFT140 IFT172 IFT27 IFT52 IFT74 IFT80 IGF1R IHH IL2RA IL2RB IL2RG IL7R INPP5E INPP5K INPPL1 INTU IPO8 IQCE IYD JMJD1C KANSL1 KAT6A KAT6B KATNB1 KATNIP KCNA1 KCNAB2 KCNH1 KCNJ2 KCNJ5 KCNJ8 KCNN3 KDELR2 KDM4B KDM5C KIAA0586 KIAA0753 KIAA0825 KIF14 KIF1A KIF22 KIF5C KIF7 KIFBP KMT2A KNSTRN LAMA5 LARGE1 LAS1L LBR LEMD2 LEMD3 LETM1 LHX3 LHX4 LIFR LIG4 LMBR1 LMNA LMNB2 LMX1B LRP4 LRP5 LTBP3 LUZP1 LYSET LZTFL1 MAD2L2 MADD MAF MAFB MAGEL2 MAN2B1 MAP3K20 MAP3K7 MAPK1 MAPK8IP3 MASP1 MATN3 MBD5 MBTPS1 MECP2 MED25 MEG3 MEGF8 MET MGAT2 MGP MIA3 MKKS MKRN3 MKS1 MMP13 MMP14 MMP2 MMP23B MMP9 MSL3 MTHFS MTX2 MUSK MYBPC1 MYCN MYH3 MYH8 MYL11 NAA10 NALCN NANS NDE1 NDN NEK1 NEK8 NEK9 NELFA NEPRO NEUROD2 NF1 NFIX NGLY1 NIPBL NKX3-2 NOG NOTCH1 NOTCH2 NPAP1 NPHP3 NPR2 NRCAM NSD2 NSDHL NSUN2 NTNG1 NUP188 NUP88 NXN OBSL1 OCA2 OFD1 ORC1 ORC4 ORC6 OTUD5 P3H1 PALB2 PAM16 PAPPA2 PAPSS2 PCDH19 PCNT PCYT1A PDE4D PDE6D PDGFRB PDPN PEX1 PEX2 PEX5 PEX7 PHEX PHF6 PHGDH PHYH PI4KA PIBF1 PIEZO2 PIGF PIGG PIGL PIGN PIGP PIGQ PIGS PIGV PIK3C2A PIK3CA PIK3CD PITX1 PLAA PLEKHM1 PLOD2 PLOD3 PNKP POC1A POLR1A POLR3A POMGNT1 POMGNT2 POMK POMT1 POMT2 POP1 POR PORCN POU1F1 PPIB PPM1D PPP2R3C PRDM16 PRG4 PRKACA PRKACB PRKAR1A PRKCZ PRKG2 PRMT7 PROP1 PRR12 PSAP PSAT1 PTEN PTH1R PTHLH PTPN2 PTPN22 PUF60 PWAR1 PWRN1 RAB23 RAB33B RAB3GAP2 RAD21 RAD51 RAD51C RAG1 RAG2 RASA1 RB1 RBM10 RBM8A RBPJ RECQL4 RELN RERE RET RETREG1 RFWD3 RINT1 RIPK4 RMRP RNF2 RNU12 RNU4ATAC ROBO1 ROR2 RPGRIP1 RPGRIP1L RPL13 RPS6KA3 RREB1 RSPRY1 RTL1 RUNX2 RXYLT1 SALL1 SALL4 SAMD9 SATB1 SATB2 SBDS SC5D SCARF2 SCN1A SCN1B SCN2A SCN9A SCNM1 SCYL2 SEC24C SEMA3E SERPINF1 SERPINH1 SETBP1 SETD5 SF3B4 SGMS2 SH3PXD2B SHH SHOX SIK1 SIL1 SIM1 SIN3A SKI SKIC3 SLC10A7 SLC12A2 SLC25A22 SLC26A2 SLC29A3 SLC2A10 SLC31A1 SLC32A1 SLC34A3 SLC35A2 SLC35B2 SLC35C1 SLC35D1 SLC39A13 SLC5A5 SLX4 SMAD4 SMARCA2 SMARCA4 SMARCAL1 SMC1A SMC3 SMO SMOC1 SMPD4 SNORD115-1 SNORD116-1 SNRPN SON SOX4 SOX9 SPART SPECC1L SPEN SRCAP SRP54 SRY STAT4 STX1B STXBP1 SUCLG1 SUFU SUMF1 SVBP SYT1 TAPT1 TBC1D24 TBCE TBL1XR1 TBX1 TBX15 TBX22 TBX3 TBX4 TBXAS1 TCF4 TCIRG1 TCTN1 TCTN2 TCTN3 TELO2 TENT5A TFAP2B TG TGDS TGFB1 TGFB3 TINF2 TMEM107 TMEM138 TMEM216 TMEM218 TMEM231 TMEM237 TMEM38B TMEM53 TMEM67 TNFRSF11A TNFRSF11B TNNI2 TNNT3 TOGARAM1 TONSL TOPORS TOR1A TP53 TP63 TPM2 TPO TPR TRAF3IP1 TRAPPC2 TREX1 TRIM8 TRIP11 TRPS1 TRPV4 TRPV6 TRRAP TSHB TSHR TTC21B TTC26 TUBB3 TWIST1 TXNDC15 UBE2A UBE2T UBE3B UBE3C UBE4B UBR7 UFC1 UFD1 UFSP2 UNC45A USP7 USP9X VAC14 VDR VPS13B VPS35L WASF1 WDR19 WDR26 WDR35 WDR81 WLS WNK1 WNT10B WNT5A WNT7A WRN XRCC2 XYLT1 XYLT2 ZBTB20 ZC4H2 ZEB2 ZMIZ1 ZMPSTE24 ZMYM2 ZNF141 ZNF407 ZNF423 ZSWIM6 HP_ABNORMAL_LOWER_LIMB_METAPHYSIS_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_LOWER_LIMB_METAPHYSIS_MORPHOLOGY AIFM1 BMP1 CFAP410 CHEK2 COL10A1 COL11A2 COMP CSPP1 DNAJC21 EZH2 FGFR3 KIAA0586 PAM16 PHEX RASA1 RB1 SBDS SETBP1 SRP54 TP53 TRIP11 TRPV4 UFSP2 HP_ABNORMAL_LOWER_LIMB_MOTOR_EVOKED_POTENTIALS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_LOWER_LIMB_MOTOR_EVOKED_POTENTIALS CPT1C KPNA3 RTN2 SLC33A1 UBAP1 WASHC5 HP_ABNORMAL_LOWER_LIP_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_LOWER_LIP_MORPHOLOGY ABCA12 ABCC9 ABHD5 ACER3 ADAMTS2 ADNP AFF3 AGA AIP ALOX12B ALOXE3 AMER1 ANTXR1 AP2M1 ARID1A ARID1B ARID2 ASPRV1 ASXL3 ATP6V1B2 ATRX B9D1 BAZ1B BCAS3 BCL11A BCL7B BDNF BMP2 BUD23 CA2 CAMTA1 CBL CCDC8 CDH11 CDKL5 CDT1 CHAMP1 CHD2 CHN1 CLIC2 CLIP2 COL11A1 CUL4B CUL7 CYP4F22 DEAF1 DENND5A DHX30 DNAJC30 DOCK7 DPF2 DYRK1A EBF3 ECM1 EDA EDA2R EDAR EDARADD EDNRA EEF1A2 EHMT1 EIF4H ELN ERCC1 ERCC2 ERCC5 ERCC6 FBN1 FBXL4 FBXO11 FGD1 FHL1 FKBP6 FLNA FOXC1 FOXG1 FRMD4A FTSJ1 FUCA1 GBA1 GJA5 GJA8 GLA GNAI1 GNS GPR101 GRHL3 GTF2I GTF2IRD1 GTF2IRD2 H3-3A HDAC4 HECW2 HGSNAT HRAS HS2ST1 HSPG2 HUWE1 IDS IDUA IFT122 IFT43 IFT52 IGF1R INSR IRF6 IRX5 KANSL1 KAT5 KCNH1 KCNMA1 KCNN3 KDM6A KIF11 KIF15 KIFBP KMT2C KNSTRN KRAS LIMK1 LIPN LTBP1 LTBP3 LZTR1 MAFB MBD5 MCOLN1 MDH1 MECP2 MED12 MED12L MED13L MED25 METTL27 MGAT2 MLXIPL MRAS MSX1 MYCN MYO18B NAGA NANS NCF1 NEU1 NEXMIF NFIX NIPAL4 NRAS OBSL1 OCRL PACS2 PAX6 PCDHGC4 PHGDH PIGL PIGN PIK3CD PITX2 PLXND1 POMGNT1 POU4F1 PPP1CB PSMB8 PTH1R PTPN11 PUS7 QRICH1 RAB3GAP1 RAB3GAP2 RAF1 RASA2 RBMX RET REV3L RFC2 RHOBTB2 RIT1 RNF135 RPL10 RPS23 RPS6KA3 RRAS RRAS2 SALL4 SCARF2 SCN1A SDR9C7 SETD1B SHOC2 SIN3A SLC25A24 SLC2A1 SLC6A1 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC5 SMG9 SMS SNRPN SOS1 SOS2 SOX11 SOX4 SPECC1L SPRED2 SRCAP STRADA STX1A SULT2B1 SYNGAP1 TASP1 TBC1D24 TBL1XR1 TBL2 TFAP2A TFAP2B TFE3 TGM1 THOC6 TMEM147 TMEM270 TMEM53 TNPO2 TTC26 UGDH VPS37D WDR19 WDR35 WT1 YY1 ZBTB20 ZEB2 ZSWIM6 HP_ABNORMAL_LOWER_MOTOR_NEURON_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_LOWER_MOTOR_NEURON_MORPHOLOGY ALS2 ASAH1 ATXN3 C19orf12 C9orf72 CHCHD10 CHMP2B DCTN1 FUS GRN MAPT MATR3 PLEKHG5 PSEN1 SETX SPG11 SPG7 SQSTM1 TARDBP TBK1 TMEM106B TREM2 TRPM7 VCP VPS13D VPS41 HP_ABNORMAL_LUMBAR_SPINE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_LUMBAR_SPINE_MORPHOLOGY AMER1 ATG7 BMPER CCN6 CDH11 COL2A1 ERLIN2 EXTL3 FBXO28 FGFR3 FLNB GALNS GBA1 GLB1 GNPTAB GUSB KIF22 LBR LHX3 MAN2B1 MED12L MGAT2 NEPRO NPR2 NTRK1 POLR3GL POP1 RPS6KA3 SC5D SLC26A2 SLF2 TRAPPC2 VPS33A HP_ABNORMAL_LUNG_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_LUNG_DEVELOPMENT AARS2 ACE ACTA1 ADGRG6 AGT AGTR1 AKT1 ALDH1A2 ALG3 ALG9 ARVCF ASCC1 ATP5F1A B3GALT6 BCOR BMPER BUB1 BUB1B BUB3 CC2D2A CCDC103 CCDC39 CCDC40 CCDC65 CCNO CDC45 CEP120 CEP55 CEP57 CFAP221 CFAP298 CFAP300 CFAP74 CHRM3 CHRNA1 CHRND CHRNG CHUK COL2A1 COMT COQ7 CPLX1 CSPP1 CTBP1 CTNNA2 CUX1 DGCR2 DGCR6 DGCR8 DHCR7 DLK1 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAL1 DOK7 DONSON DPAGT1 DRC1 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DZIP1L EMG1 ESS2 ETFA ETFB ETFDH EVC EVC2 FAM20C FANCB FGF20 FGFR3 FLCN FLNA FLNB FOXF1 FOXJ1 FRAS1 FREM2 FUZ GAS2L2 GAS8 GATA6 GBA1 GDF1 GFRA1 GLDN GLE1 GLI1 GLI3 GP1BB GPC3 GPC4 GPKOW GREB1L GRIP1 HIRA HOXD13 HSPG2 HYDIN HYLS1 IFT140 IFT172 IFT80 IFT81 INTU INVS ITGA8 JMJD1C KAT6B KIAA0586 KIAA0753 KIF21A KLHL40 KLHL41 LBR LETM1 LGI4 LIFR LMNA LMOD3 LONP1 LRRC56 LTBP4 MCIDAS MCTP2 MEG3 MEIS2 MKKS MKS1 MUSK MYH11 MYH3 MYOD1 MYRF NAA10 NDUFB10 NEB NEK1 NEK10 NEK8 NEK9 NELFA NKX2-6 NME5 NME8 NODAL NPHP3 NSD2 NSDHL NUP88 ODAD1 ODAD2 ODAD3 ODAD4 OFD1 PEX1 PHGDH PI4KA PIEZO2 PIGG PIGN PIGT PKHD1 PLXND1 PORCN PRKACA PRKACB PRRX1 PTEN PTH1R PUF60 RAPSN RARB RBM10 REN RET RLIM RPGR RREB1 RSPH1 RSPH3 RSPH4A RSPH9 RSPO2 RTL1 RYR1 SCN4A SEC24C SETBP1 SF3B2 SLC18A3 SLC25A24 SLC26A2 SLC31A1 SMO SON SPAG1 SPECC1L SPEF2 STK36 STRA6 TAPT1 TBX1 TCTN3 TMEM94 TRIP11 TRIP13 TRIP4 TRPV4 TTC12 TTC21B TUBA1A TXNDC15 UFD1 VANGL1 WDR19 WDR35 WNT3 WNT4 WNT7B WNT9B WT1 ZFPM2 ZIC3 ZMPSTE24 ZMYND10 HP_ABNORMAL_LUNG_LOBATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_LUNG_LOBATION AKT1 ALG9 ARVCF BUB1 BUB1B BUB3 CC2D2A CEP57 CHUK COMT DHCR7 EMG1 FANCB FOXF1 FRAS1 FREM2 GDF1 GLI3 GP1BB GPC3 GPC4 GRIP1 HIRA HYLS1 JMJD1C LBR MEIS2 NEK8 NKX2-6 NODAL PIGT PLXND1 PTEN PUF60 RREB1 RSPO2 SEC24C TBX1 TRIP13 UFD1 WNT3 WT1 ZIC3 HP_ABNORMAL_LUNG_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_LUNG_MORPHOLOGY AAGAB AARS1 AARS2 AASS ABCA12 ABCA3 ABL1 ACADVL ACE ACP5 ACTA1 ACTA2 ACTC1 ACTN4 ACVR2B ACVRL1 ADA ADA2 ADAMTS19 ADAMTS2 ADAMTS3 ADGRG6 ADNP AFF4 AGA AGGF1 AGR2 AGRN AGT AGTR1 AICDA AK2 AKT1 ALB ALDH18A1 ALDH1A2 ALG12 ALG14 ALG3 ALG9 ALMS1 ALOX12B ALOXE3 ALPL ANKFY1 ANLN AP3B1 AP3D1 APC2 APOL1 ARHGAP24 ARHGAP31 ARHGDIA ARHGEF1 ARID1A ARID1B ARID2 ARPC1B ARSB ARSL ARVCF ASAH1 ASCC1 ASPRV1 ASXL1 ATM ATP11A ATP5F1A ATP6V0A1 ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 B2M B3GALT6 B3GLCT BACH2 BAP1 BAZ1B BCL10 BCL11B BCL2 BCL6 BCL7B BCOR BCR BGN BIRC3 BLM BLNK BLTP1 BMP15 BMP2 BMPER BMPR2 BNC1 BRAF BRCA2 BTK BTNL2 BUB1 BUB1B BUB3 BUD23 C1QB C3 C4A C4B CACNA1B CACNA1C CALCRL CARD10 CARD11 CARMIL2 CARS1 CASP10 CASP8 CAV1 CAVIN1 CBL CC2D2A CCBE1 CCDC103 CCDC22 CCDC39 CCDC40 CCDC65 CCN2 CCND1 CCNO CCNQ CCR1 CCR6 CD19 CD247 CD27 CD28 CD2AP CD3D CD3E CD3G CD4 CD40LG CD46 CD55 CD79A CD79B CD81 CD8A CDC42 CDC45 CDCA7 CDKN2A CDON CDT1 CEACAM3 CEACAM6 CEP120 CEP55 CEP57 CFAP221 CFAP298 CFAP300 CFAP410 CFAP53 CFAP74 CFB CFH CFI CFTR CHAMP1 CHAT CHD7 CHEK2 CHRM3 CHRNA1 CHRND CHRNG CHST14 CHUK CIITA CIROP CITED2 CLCA4 CLCN7 CLEC7A CLIP2 CLPB CNTN1 COG4 COG6 COL11A2 COL13A1 COL14A1 COL2A1 COL3A1 COL4A3 COL4A5 COL4A6 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 COLQ COMT COPA COQ7 COQ8B CORO1A CPLX1 CR2 CRB2 CREBBP CRELD1 CRKL CRLF1 CRTAP CSF2RA CSF2RB CSPP1 CTBP1 CTC1 CTCF CTLA4 CTNNA2 CTNNB1 CTNNBL1 CTPS1 CTRC CTSC CUX1 CXCR4 CYBA CYBB CYBC1 CYP27A1 CYP2A6 CYP4F22 DAAM2 DCLRE1C DCTN4 DDR2 DDX59 DEF6 DGCR2 DGCR6 DGCR8 DHCR24 DHCR7 DICER1 DIP2B DIS3L2 DISP1 DKC1 DLK1 DLL1 DLL3 DLL4 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH7 DNAH9 DNAI1 DNAI2 DNAJB13 DNAJB4 DNAJC21 DNAJC30 DNAL1 DNASE1 DNASE1L3 DNMT3B DOCK2 DOCK6 DOCK8 DOK7 DONSON DPAGT1 DPF2 DPM2 DPP9 DPYSL5 DRC1 DSE DSG1 DSP DVL3 DYM DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DZIP1L EBP ECM1 EDA EDARADD EDNRA EDNRB EFEMP2 EFL1 EGFR EHHADH EHMT1 EIF2AK4 EIF4H ELANE ELF4 ELN ELP1 EMG1 EMP2 ENG EOGT EP300 EPG5 EPHB4 EPM2A ERAP1 ERBB2 ERCC2 ERCC3 ERCC6 ERF ESS2 ETFA ETFB ETFDH EVC EVC2 EWSR1 EXOSC9 EXT1 EXT2 EXTL3 FADD FAM111B FAM13A FAM20C FANCB FANCF FARSA FARSB FAS FASLG FAT4 FBLN5 FBN1 FBXO28 FBXW7 FCGR2A FCGR2B FCGR3A FCGR3B FCHO1 FCN3 FCSK FGF20 FGF8 FGFR1 FGFR3 FIG4 FIP1L1 FKBP6 FLCN FLI1 FLNA FLNB FLNC FLT4 FMO3 FOCAD FOXC2 FOXE3 FOXF1 FOXH1 FOXJ1 FOXN1 FOXP1 FOXP2 FOXP3 FRA10AC1 FRAS1 FREM2 FSHR FUCA1 FUT8 FUZ G6PC3 GAA GALNS GAPVD1 GAS1 GAS2L2 GAS8 GATA1 GATA2 GATA4 GATA6 GATM GBA1 GCLC GDF1 GEMIN4 GFI1 GFM2 GFRA1 GIPC1 GLA GLB1 GLDN GLE1 GLI1 GLI2 GLI3 GLUL GMNN GNPTAB GNS GORAB GP1BB GPC3 GPC4 GPC6 GPKOW GPR35 GREB1L GRHL3 GRIA1 GRIP1 GSN GSTM3 GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GUF1 GUSB H19 H4C3 H4C5 HACD1 HCK HELLPAR HELLS HERC2 HES7 HEY2 HFE HGSNAT HIRA HK1 HLA-B HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRB1 HMOX1 HOXD13 HPGD HPS1 HPS4 HPS6 HRAS HSPG2 HYDIN HYLS1 HYOU1 ICOS IDH1 IDS IDUA IER3IP1 IFIH1 IFNG IFNGR1 IFT122 IFT140 IFT172 IFT43 IFT80 IFT81 IGBP1 IGHG2 IGHM IGKC IGLL1 IKBKB IKBKG IKZF1 IL10 IL10RB IL12A IL12A-AS1 IL12RB1 IL17F IL17RA IL17RC IL1RN IL21 IL21R IL23R IL2RA IL2RB IL2RG IL6 IL6R IL6ST IL7R INF2 INPPL1 INTU INVS IPO8 IRAK1 IRAK4 IRF1 IRF2BP2 IRF4 IRF5 IRF8 ITCH ITGA3 ITGA7 ITGA8 ITK ITPR1 IVNS1ABP JAG1 JAGN1 JAK3 JMJD1C KANSL1 KAT6A KAT6B KATNIP KCNJ6 KCNN4 KDM5C KDM6A KEAP1 KIAA0319L KIAA0586 KIAA0753 KIF11 KIF1A KIF20A KIF21A KITLG KLHL40 KLHL41 KLRC4 KMT2D KNSTRN KPTN KRAS KRT5 LACC1 LAMA2 LAMA3 LAMB2 LAMB3 LAMC2 LAMTOR2 LAT LBR LCK LEP LEPR LETM1 LFNG LGI4 LIFR LIG1 LIG4 LIMK1 LIPN LMNA LMNB1 LMOD3 LONP1 LOX LRBA LRIF1 LRP12 LRPPRC LRRC56 LRRC8A LTBP1 LTBP3 LTBP4 LYST LZTR1 MAGEL2 MAGI2 MAGT1 MALT1 MAN2B1 MANBA MAP2K1 MAP3K20 MAP3K8 MAPK1 MARS1 MARS2 MASP2 MAT2A MBTPS2 MCIDAS MCM4 MCTP2 MDFIC MDM2 MDM4 MECP2 MED12 MED25 MEFV MEG3 MEGF10 MEIS2 MESP2 METTL27 MFAP5 MGAT2 MGP MID1 MIF MIR140 MITF MKKS MKRN3 MKS1 MLXIPL MMP21 MOGS MPLKIP MRAS MRPS22 MS4A1 MSH4 MSN MST1 MT-CYB MTHFD1 MTM1 MTO1 MUC5B MUSK MYBPC3 MYD88 MYH11 MYH3 MYH6 MYH7 MYL2 MYL9 MYLK MYO1E MYO1H MYO5A MYO9A MYOD1 MYPN MYRF MYSM1 NAA10 NAB2 NABP1 NADK2 NAE1 NAF1 NAGLU NBN NCF1 NCF2 NCF4 NDN NDUFA6 NDUFAF6 NDUFB10 NDUFC2 NEB NECTIN1 NEK1 NEK10 NEK8 NEK9 NELFA NEPRO NEU1 NF1 NFASC NFE2L2 NFIX NFKB1 NFKB2 NFKBIA NGLY1 NHLRC1 NHLRC2 NHP2 NIPA1 NIPA2 NIPAL4 NIPBL NKX2-1 NKX2-5 NKX2-6 NLRC4 NME5 NME8 NOD2 NODAL NOP10 NOS1 NOTCH1 NOTCH2 NOTCH2NLC NOTCH3 NPAP1 NPC2 NPHP3 NPHS1 NPHS2 NPM1 NR1H4 NR5A1 NRAS NSD1 NSD2 NSDHL NSMCE3 NTRK1 NUMA1 NUP107 NUP133 NUP160 NUP205 NUP214 NUP37 NUP85 NUP88 NUP93 NXN OAS1 OCA2 OCRL ODAD1 ODAD2 ODAD3 ODAD4 OFD1 ORC1 ORC6 OSTM1 OTUD5 P4HA2 P4HTM PAFAH1B1 PAK2 PANK2 PARN PAX2 PAX6 PCGF2 PCNT PDGFRB PDHA1 PEPD PERP PET117 PEX1 PEX13 PEX5 PGM3 PHGDH PHIP PI4KA PIEZO1 PIEZO2 PIGA PIGG PIGL PIGN PIGO PIGT PIK3CA PIK3CD PIK3CG PIK3R1 PKD1L1 PKHD1 PKP1 PLA2G6 PLCE1 PLCG2 PLCH1 PLD1 PLEC PLG PLOD1 PLP1 PLVAP PLXND1 PML PMM2 PNP POLA1 POLE POLR2A POLR3A POLR3H PORCN POT1 POU6F2 PPP1CB PPP1R21 PPP2R1B PRG4 PRKACA PRKACB PRKAG2 PRKAR1A PRKCD PRKDC PRKG1 PRKN PRPS1 PRRX1 PRSS1 PRSS2 PRTN3 PSAP PSMB8 PSMC3IP PTCD3 PTCH1 PTEN PTH1R PTPN11 PTPN22 PTPRO PUF60 PURA PWAR1 PWRN1 PYROXD1 RAB3GAP2 RAC1 RAC2 RAF1 RAG1 RAG2 RANBP2 RAPSN RARA RARB RASA1 RASA2 RASGRP1 RB1 RBM10 RBPJ RCBTB1 REEP1 REL RELA RELB REN REST RET RFC2 RFT1 RFX5 RFX7 RFXANK RFXAP RHOH RILPL1 RIPK1 RIPPLY2 RIT1 RLIM RMRP RNF113A RNF125 RNF168 RNU4ATAC ROR2 RPA1 RPGR RPL10 RPS15A RRAS RRAS2 RREB1 RSPH1 RSPH3 RSPH4A RSPH9 RSPO2 RTEL1 RTL1 RUNX2 RYR1 SAMD9 SAMD9L SASH3 SAT1 SATB1 SBDS SCARB2 SCN10A SCN11A SCN4A SCN9A SCNN1A SCNN1B SCNN1G SDCCAG8 SDHD SDR9C7 SEC24C SELENON SEMA4D SERPINA1 SERPINF2 SERPINH1 SETBP1 SETD2 SF3B2 SFTPA1 SFTPA2 SFTPB SFTPC SGCG SGSH SH2D1A SH3KBP1 SHH SHROOM4 SIAH1 SIK1 SIM1 SIX3 SKIC2 SKIC3 SLC11A1 SLC12A6 SLC18A3 SLC1A4 SLC22A18 SLC25A1 SLC25A22 SLC25A24 SLC26A2 SLC26A9 SLC29A3 SLC2A10 SLC31A1 SLC34A1 SLC34A2 SLC35A1 SLC35C1 SLC37A4 SLC39A7 SLC41A1 SLC46A1 SLC52A3 SLC5A7 SLC6A14 SLC7A7 SLC9A3 SLCO2A1 SMAD2 SMAD3 SMAD4 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCD2 SMARCE1 SMC1A SMG8 SMN1 SMO SMPD1 SNAI2 SNAP25 SNAP29 SNORD115-1 SNORD116-1 SNRPN SNX10 SOCS1 SON SOS1 SOS2 SOX10 SOX11 SOX18 SOX4 SOX9 SP110 SPAG1 SPECC1L SPEF2 SPI1 SPIDR SPINK1 SPINK5 SPP1 SPRED1 SPRED2 SPTBN4 SREBF1 SRP19 SRP54 STAG2 STAT1 STAT3 STAT4 STAT5B STAT6 STIL STING1 STK11 STK36 STK4 STN1 STRA6 STX1A STX3 STXBP2 SUCLG1 SULT2B1 SYK SYT2 TAF1 TAFAZZIN TAOK1 TAP1 TAP2 TAPBP TAPT1 TARS1 TASP1 TBC1D23 TBC1D24 TBC1D8B TBCD TBCE TBL1XR1 TBL2 TBX1 TBX20 TBX5 TBX6 TCEAL1 TCF3 TCF4 TCIRG1 TCTN3 TDGF1 TECPR2 TERC TERT TET2 TFG TFRC TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGIF1 TGM1 THOC2 THSD4 TIMM8A TIMMDC1 TINF2 TK2 TLL1 TLR4 TMCO1 TMEM260 TMEM270 TMEM94 TNFRSF11A TNFRSF13B TNFRSF13C TNFRSF1A TNFRSF1B TNFRSF9 TNFSF11 TNFSF12 TNNI3 TNNT2 TOM1 TONSL TP53 TP73 TPM2 TPM3 TPP2 TRAC TRAF3IP1 TRAF3IP2 TRAF7 TRAIP TREX1 TRIM28 TRIM37 TRIP11 TRIP13 TRIP4 TRPC6 TRPS1 TRPV3 TRPV4 TSC1 TSC2 TTC12 TTC21B TTC26 TTC7A TTR TUBA1A TUBG1 TXNDC15 TYK2 TYMS TYR UBA2 UBAC2 UBB UBE2A UFC1 UFD1 UGP2 UMPS UNC119 UNG UQCRH USB1 USP18 USP26 USP9X VAMP1 VANGL1 VARS1 VHL VPS33A VPS35L VPS37D VPS51 WAC WARS2 WAS WASHC5 WDR1 WDR19 WDR35 WIPF1 WNT3 WNT4 WNT7B WNT9B WRAP53 WRN WT1 XIAP YARS1 ZAP70 ZBTB16 ZBTB24 ZBTB7A ZCCHC8 ZEB2 ZFPM2 ZFTA ZIC2 ZIC3 ZMPSTE24 ZMYND10 ZNF341 ZNF668 ZNF699 ZNFX1 ZNHIT3 ZNRF3 ZSWIM7 HP_ABNORMAL_LYMPHATIC_VESSEL_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_LYMPHATIC_VESSEL_MORPHOLOGY ADAMTS3 CCBE1 CD55 CELSR1 FAT4 FLT4 FOXF1 HRAS IFNG MPI PIEZO1 RASA1 SOX18 TSC1 TSC2 HP_ABNORMAL_LYMPHOCYTE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_LYMPHOCYTE_MORPHOLOGY ACP5 ADA ADA2 ADAMTS3 AGA AK2 ALG12 AP1S3 AP3B1 ARHGEF1 ARPC1B ATM ATP11A ATP6AP2 ATRX B2M BACH2 BCL10 BCL11B BLM BLNK BRAF BTK BTNL2 CARD11 CARD9 CASP10 CASP8 CCBE1 CD19 CD247 CD28 CD3D CD3E CD3G CD4 CD70 CD79A CD79B CD81 CD8A CDCA7 CDH23 CHD7 CIITA CLN3 CLN5 CLPB CORO1A CR2 CTLA4 CTNNBL1 CTPS1 CXCR4 CYBC1 DCLRE1B DCLRE1C DEF6 DIAPH1 DNMT3B DOCK2 DOCK8 EIF2AK3 ELANE ELF4 EPG5 EXTL3 FAS FASLG FAT4 FCGR3A FCHO1 FNIP1 FOCAD FOXN1 FOXP3 FUCA1 G6PC3 GATA2 GFI1 GINS1 GLB1 GTF2H5 HELLS HLA-DPB1 HLA-DRB1 HYOU1 ICOS IFIH1 IGHM IGLL1 IKBKB IKBKG IKZF1 IKZF3 IL17RA IL21 IL2RA IL2RB IL2RG IL36RN IL6R IL6ST IL7 IL7R IRAK1 IRAK4 IRF2BP2 ITK IVNS1ABP JAK3 KLHDC8B KNSTRN KRAS LAT LBR LCK LCP2 LEP LEPR LIG1 LIG4 LMNB2 LRBA LYST MAGT1 MALT1 MAN2B1 MCM10 MCM4 MDM4 MGAT2 MS4A1 MSN MTHFD1 MYC MYD88 MYSM1 NAE1 NAF1 NBN NCAPG2 NCKAP1L NEU1 NFKB1 NFKB2 NFKBIA NHEJ1 NLRC4 NR3C1 NRAS NSMCE3 ORAI1 OTULIN PGM3 PI4KA PIK3CD PIK3CG PIK3R1 PLCG2 PNP PNPLA2 POMP PPT1 PRIM1 PRKCD PRKDC PSMB4 PSMB9 PTEN PTPRC RAC2 RAG1 RAG2 RASGRP1 REL RELB RFX5 RFXANK RFXAP RHOH RIPK1 RMRP RNASEH2B RPA1 RRAS2 SAMD9 SASH3 SAT1 SGPL1 SH2D1A SKIC2 SKIC3 SLC17A5 SLC39A7 SMARCAL1 SOCS1 SP110 SPI1 SPP1 SPRED2 SRP19 SRP54 STAT1 STAT2 STAT4 STIM1 STING1 STK4 STN1 SYK TBX2 TCF3 TCIRG1 TCN2 TERC TERT TET2 TFR2 TINF2 TLR7 TLR8 TNFAIP3 TNFRSF13B TNFRSF13C TNFRSF1B TNFRSF9 TNFSF12 TOM1 TP53 TPP2 TRNT1 TTC7A TTI2 UNC119 USP48 USP8 WAS WDR1 WIPF1 XIAP XRCC4 ZAP70 ZBTB24 HP_ABNORMAL_LYMPHOCYTE_PHYSIOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_LYMPHOCYTE_PHYSIOLOGY AARS1 ADA ADA2 ADAM17 ADAMTS3 AICDA AK2 ALB ALG12 AP3B1 ARHGEF1 ARVCF ATM ATP6AP1 ATP6AP2 B2M BACH2 BCL10 BLM BLNK BTK CARD10 CARD11 CARD9 CARMIL2 CARS1 CASP10 CASP8 CAVIN1 CCBE1 CCND1 CD19 CD247 CD27 CD28 CD3D CD3E CD3G CD40 CD40LG CD55 CD70 CD79A CD79B CD81 CDCA7 CDSN CIITA CISD2 CNBP COG6 COL1A1 COL7A1 COMT CORO1A CR2 CSNK2A1 CTLA4 CTNNBL1 CTPS1 CXCR4 DCLRE1C DEF6 DGCR2 DGCR6 DGCR8 DNMT3B DOCK2 DOCK8 DSG1 EGFR ELANE EPG5 ERCC2 ERCC3 ESS2 EXTL3 FAS FASLG FAT4 FCGR3A FLNA FNIP1 FOXP3 GATA3 GBA1 GP1BB GPC3 GPC4 GPR35 GTF2E2 GTF2H5 HELLS HIRA HLA-DQA1 HLA-DQB1 HLA-DRB1 HYOU1 ICOS IFIH1 IFNGR1 IGHG2 IGHM IGKC IGLL1 IKBKB IKBKG IKZF1 IL12A IL12RB1 IL17RA IL21 IL21R IL2RA IL2RB IL2RG IL4R IL6R IL6ST IL7R IPO8 IRAK4 IRF2BP2 IRF5 IRF8 ITCH ITK IVNS1ABP JAK3 JMJD1C KLHDC8B KNSTRN KRAS KRT14 KRT5 KRT74 KRT9 LAMTOR2 LAT LCK LCP2 LEP LEPR LIG1 LIG4 LMNA LRBA LRRC8A MAGT1 MALT1 MAN2B1 MCM10 MGAT2 MMEL1 MOGS MPLKIP MRTFA MS4A1 MS4A2 MSN MST1 MTHFD1 MTOR MUC5B MVK MYD88 MYSM1 NAE1 NBN NCKAP1L NFE2L2 NFKB1 NFKB2 NFKBIA NHEJ1 NHLRC2 NLRC4 NLRP1 NRAS NSMCE3 OAS1 ORAI1 OTULIN PEPD PGM3 PIGT PIK3CD PIK3CG PIK3R1 PLA2G7 PLCG2 PLVAP PMM2 PNP POLE POMP POU2AF1 PRF1 PRIM1 PRKCD PSMB4 PSMB8 PSMB9 PSTPIP1 PTEN PTPRC RAB27A RAC2 RAD50 RAG1 RAG2 RASGRP1 RBM8A REL RFX5 RFXANK RFXAP RIPK1 RMRP RNF113A RNF168 RNU4ATAC RPA1 RREB1 RTEL1 SAMD9L SASH3 SCARB2 SEC24C SEMA4D SETX SFTPA2 SFTPC SH2D1A SH3KBP1 SIK3 SKIC2 SKIC3 SLC25A13 SLC35C1 SLC39A4 SLC39A7 SLC46A1 SLC5A6 SLC7A7 SLF2 SMARCAL1 SON SP110 SPI1 SPIB SPINK5 SPPL2A SRP54 STAT1 STAT2 STAT3 STAT5B STIM1 STING1 STX11 STXBP2 SYK TARS1 TBX1 TCF3 TCF4 TCN2 TERT TFRC TGFB1 TIMM8A TLR8 TNFRSF11A TNFRSF13B TNFRSF13C TNFRSF1B TNFRSF9 TNFSF12 TNFSF15 TNPO3 TOM1 TONSL TP53 TPP2 TRMU TRNT1 TTC7A TYK2 TYMS UFD1 UMPS UNC13D UNG VPS33A VPS45 WAS WIPF1 XIAP ZAP70 ZBTB24 ZEB2 ZNF341 HP_ABNORMAL_LYMPHOCYTE_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_LYMPHOCYTE_PROLIFERATION CARD11 CD247 CD27 CD3D CD3E CIITA CTPS1 DEF6 DOCK2 EXTL3 IKBKB IL2RA IL2RG IL7R JAK3 KNSTRN LCP2 LIG1 MALT1 MCM10 MGAT2 MRTFA NSMCE3 PGM3 PIK3CD PNP RAC2 RAG1 RAG2 RASGRP1 REL RFX5 RFXANK RFXAP SLF2 STAT1 SYK TGFB1 TNFRSF9 WIPF1 ZAP70 HP_ABNORMAL_LYMPH_NODE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_LYMPH_NODE_MORPHOLOGY ABCA1 ACP5 ADA ADA2 ADAMTS3 AGR2 AICDA ANKRD55 APOE ARPC1B ASAH1 ASXL1 ATM ATRX BANK1 BAP1 BCL10 BCL2 BCL6 BCOR BIRC3 BLK BRCA1 BRCA2 BTK BTNL2 C4A C4B CALR CARD9 CASP10 CASP8 CBL CCBE1 CCND1 CCR1 CD19 CD247 CD27 CD28 CD40 CD40LG CD70 CD81 CDKN2A CHD7 CLCN7 CR2 CTLA4 CTNNBL1 CXCR4 CYBA CYBB CYBC1 DAXX DCLRE1C DEF6 DIS3L2 DLEC1 DNASE1 DNASE1L3 EIF2AK4 ELANE EPHB4 ERAP1 ETS1 EWSR1 FAS FASLG FAT4 FCGR2B FCGR3B FCHO1 FERMT3 FIP1L1 FOXE1 FOXP1 FOXP3 GATA2 GINS1 GPC3 H19 HABP2 HLA-B HLA-DPB1 HLA-DRB1 HMOX1 ICOS IFIH1 IFNGR1 IGHG1 IKBKG IL10 IL12A IL12A-AS1 IL12RB1 IL23R IL2RA IL2RB IL2RG IL6 IL6ST IL7R IRAK1 IRF2BP2 IRF4 IRF5 IRF8 ISG15 ITGAM ITK JAK2 JAK3 JAZF1 KIAA0319L KIT KLRC4 KRAS LACC1 LAT LCAT LIG4 LRBA LYST MAGT1 MALT1 MCM4 MECP2 MEFV MIF MINPP1 MPL MS4A1 MVK MYC MYD88 NABP1 NCF1 NCF2 NCF4 NCKAP1L NFATC2 NFKB1 NFKB2 NFKBIA NLRP12 NLRP3 NOD2 NPM1 NRAS NUMA1 OTULIN P4HA2 PALB2 PALLD PDCD1 PIK3CD PIK3CG PIK3R1 PML PNP POMP POU6F2 PRF1 PRKAR1A PRKCD PSMB4 PSMB8 PSMB9 PSMG2 PSTPIP1 PTEN PTPN2 PTPN22 PTPRC PXK RAB27A RABL3 RAC2 RAG1 RAG2 RARA RASGRP1 RBCK1 REST RIPK1 RMRP RNF168 RNF6 RNU4ATAC RUNX1 SAT1 SDHD SH2D1A SH3BP2 SLC29A3 SMAD4 SMPD1 SNX10 SOCS1 SP110 SPP1 SRSF2 STAT1 STAT2 STAT3 STAT4 STAT5B STIM1 STING1 STX11 STXBP2 SYK TBL1XR1 TCIRG1 TERT TET2 TGFBR2 TLR4 TLR7 TLR8 TNFAIP3 TNFRSF13B TNFRSF13C TNFRSF1A TNFRSF1B TNFRSF9 TNFSF11 TNFSF12 TNFSF4 TNIP1 TP53 TPP2 TRAC TREX1 TRIM28 TRIP13 TSC1 TSC2 UBAC2 UBE2L3 UNC13D UNG WDR1 WT1 WWOX XIAP XRCC4 YARS1 ZAP70 ZBTB16 ZNFX1 HP_ABNORMAL_MACROPHAGE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_MACROPHAGE_MORPHOLOGY APOE ASAH1 CALR CD27 CTLA4 CYBA CYBB DNASE2 GLB1 GPR35 HAVCR2 HLA-DPA1 HLA-DPB1 IFNG IFNGR1 ITK JAK2 LIPA LYST MPL MST1 NCF1 NCF2 NEU1 NPC1 NPC2 PIK3CG PRF1 PRTN3 PTPN22 RAB27A SAMD9L SEMA4D SGCG SH2B3 SH2D1A SLC29A3 SLC7A7 SMPD1 STX11 STXBP2 TCF4 TLR8 UNC13D XIAP ZNFX1 HP_ABNORMAL_MACROSCOPIC_URINE_APPEARANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_MACROSCOPIC_URINE_APPEARANCE ABCC2 ACTN4 AKR1D1 ALAD ANKFY1 ANLN APOL1 ARHGAP24 ARHGDIA ATP11C BLVRA CD2AP CLTRN COL4A3 COQ8B CPOX CPT2 CRB2 DAAM2 DMD EMP2 GAPVD1 GATA1 HMBS INF2 IRAK1 LPIN1 MAGI2 MT-CO1 MT-CO3 MYO1E NPHS1 NPHS2 NUP107 NUP133 NUP160 NUP205 NUP37 NUP85 NUP93 OBSCN PAX2 PLCE1 PTPRO PYGM SAT1 SLC6A19 SPP1 STAT4 TBC1D8B TRPC6 TSC1 TSC2 TTC26 UROD UROS WT1 HP_ABNORMAL_MACULAR_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_MACULAR_MORPHOLOGY AARS1 ABCA4 ABCC6 ADAR AGXT AIPL1 ALDH3A2 ANO10 AP3D1 APC APOE ARHGEF18 ARL2BP ARL3 ASAH1 ATF6 ATOH7 ATXN7 BBS5 BEST1 BLOC1S3 BLOC1S5 C1QTNF5 C9 CACNA1F CARS1 CCND1 CCNQ CDH3 CEP78 CFAP418 CFH CFHR1 CFHR3 CFI CHM CHST6 CLCN2 CLDN19 CLEC3B CLN3 CNGA3 CNGB1 CNGB3 CNNM4 COG1 COL18A1 CP CRB1 CRLS1 CRX CST3 CTNNA1 CTNNB1 CYP4V2 DCT DHDDS DHX38 DPM1 DPYD DRAM2 EBP EDN3 EDNRB EFEMP1 ELOVL4 ENPP1 EPG5 ERCC2 ERCC3 FBLN1 FBLN5 FBN2 FOXC1 FZD4 GBA1 GDF3 GDF6 GNAT2 GPR143 GRK1 GTF2E2 GTF2H5 GUCA1A GUCA1B GUCY2D HARS1 HGSNAT HK1 HLA-A HMCN1 HMX1 HPS4 HPS5 HPS6 HTRA1 IDH3A IDS IFT140 IFT74 IKBKG IMPDH1 IMPG1 IMPG2 KCNV2 KIAA1549 KLHL7 LAMB2 LCA5 LIG3 LRAT LRP5 LYST LZTFL1 MAF MAK MAPKAPK3 MC1R MERTK MFRP MFSD8 MITF MMACHC MPDZ MPLKIP MT-TE MT-TK MT-TL1 MTSS2 MYO5A NDP NEU1 NF2 NLRP3 NMNAT1 NOD2 NR2E3 NRL OAT OCA2 OFD1 OPN1LW OPN1MW PAK2 PAX2 PAX6 PCYT1A PDE6C PDE6G PDE6H PEX1 PITPNM3 PLK4 POMGNT1 PPT1 PRCD PROM1 PRPF31 PRPF4 PRPF8 PRPH2 PRPS1 PRR12 RAB28 RAX2 RBP4 RD3 RDH5 REEP6 RHO RLBP1 RNF113A RP1L1 RP2 RP9 RPE65 RPGR RPGRIP1 RS1 SAG SCAPER SEMA4A SH3BP2 SIX6 SLC24A1 SLC24A5 SLC25A19 SLC38A8 SLC45A2 SLC6A6 SMPD1 SOX10 SPATA7 SPG11 SYCE1 TARS1 TENM3 TIMP3 TLCD3B TMCO1 TNFRSF11B TRAF3IP1 TREX1 TRIM44 TRNT1 TSPAN12 TTC8 TULP1 TYR UGP2 UNC119 VHL VPS13B WDR19 WT1 XYLT1 XYLT2 YARS1 ZFYVE26 ZNF408 ZNF513 HP_ABNORMAL_MAGNESIUM_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_MAGNESIUM_CONCENTRATION ALDOB AP2S1 ATP1A1 BSND CACNA1S CASR CLCNKA CLCNKB CLDN10 CLDN16 CLDN19 CNNM2 CTNS DBH EGF FOXP3 FXYD2 GABRA3 GCM2 GNA11 GNB2 KCNJ1 KCNJ10 KCNJ18 PCBD1 PLVAP POLRMT RRAGD SARS2 SLC12A1 SLC12A3 TBCE TIAM1 TRPM6 HP_ABNORMAL_MALE_GERM_CELL_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_MALE_GERM_CELL_MORPHOLOGY ACTL9 AK7 AKAP3 ARMC2 AURKC BRDT C2CD6 CATIP CATSPER2 CCDC34 CCDC62 CDC14A CEP112 CFAP251 CFAP43 CFAP44 CFAP47 CFAP58 CFAP65 CFAP69 CFAP70 CFAP74 CFAP91 CT55 DNAH1 DNAH10 DNAH17 DNAH2 DNAH7 DNAH8 DNALI1 DNHD1 DPY19L2 DRC1 DZIP1 FBXO43 FKBP6 FSHB FSIP2 GBA2 GGN IFT74 IQCN KCNU1 KLHL10 NANOS1 PMFBP1 PPP2R3C QRICH2 SEPTIN12 SPATA16 SPEF2 SSX1 STRC SUN5 TEKT3 TSGA10 TTC21A TTC29 USP26 WDR19 ZPBP HP_ABNORMAL_MALE_INTERNAL_GENITALIA_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_MALE_INTERNAL_GENITALIA_MORPHOLOGY AAGAB ADGRG2 APC AR BARD1 BMPR1A BRCA1 BRCA2 BRIP1 BTK CCND1 CDH1 CDKN2A CEACAM3 CEACAM6 CFTR CHEK2 CLCA4 CLDN2 COL14A1 CREBBP CTLA4 DCTN4 DHH DHX37 EDNRA EP300 EPHB2 FOXE1 GCLC GREM1 GSTM3 HFE HGD HLA-DPA1 HLA-DPB1 HMOX1 HNF1B IGHG2 IGKC KCNN4 KLF6 MAD1L1 MDM2 MIF MRE11 MXI1 NAB2 NBN NR5A1 NTHL1 PALB2 PHF6 PRTN3 PSMB8 PTEN PTPN22 RAD50 RAD51 RAD51C RAD51D RNASEL RNF43 SERPINA1 SLC11A1 SLC26A9 SLC6A14 SLC9A3 SOX9 SRCAP SRY STAT6 STX1A TGFB1 TP53 UNG VHL ZFHX3 HP_ABNORMAL_MALE_REPRODUCTIVE_SYSTEM_PHYSIOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_MALE_REPRODUCTIVE_SYSTEM_PHYSIOLOGY AARS1 ABCA4 ABCD1 ABCD4 ABL1 ACTA2 ACTB ACTG2 ADAMTS3 ADARB1 ADAT3 ADGRG2 ADNP AEBP1 AFF4 AGA AGBL5 AHI1 AHR AIP AIRE AK7 AKAP3 AKR1C2 AKR1C4 AKT1 ALDH18A1 ALDH1A2 ALG12 ALG5 ALG8 ALG9 ALKBH8 ALMS1 ALX4 AMH AMHR2 ANAPC1 ANGPT2 ANK1 ANKLE2 ANKRD11 ANOS1 ANTXR1 AP1S2 APC2 AR ARCN1 ARHGEF18 ARID1A ARID1B ARID2 ARL2BP ARL3 ARL6 ARMC2 ARNT2 ARVCF ARX ASH1L ASXL3 ATAD3A ATM ATN1 ATP6V0A2 ATP6V1A ATP6V1E1 ATR ATRX ATXN8OS AUTS2 AXL B3GALNT2 B3GLCT B4GALT7 B4GAT1 B9D1 B9D2 BAP1 BAZ1B BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCL10 BCL7B BCOR BDNF BEST1 BICC1 BICRA BIN1 BLM BMP2 BMP4 BMP6 BPY2 BRAF BRCA1 BRCA2 BRCC3 BRD4 BRDT BRF1 BRIP1 BRWD3 BUB1B BUD23 C14orf39 C2CD3 C4A CA4 CACNA1G CAMK2A CAMSAP1 CARS1 CASZ1 CATIP CATSPER1 CATSPER2 CBL CBX2 CC2D2A CCBE1 CCDC103 CCDC141 CCDC174 CCDC22 CCDC28B CCDC32 CCDC34 CCDC39 CCDC40 CCDC65 CCNO CCR1 CD96 CDC14A CDC42 CDC42BPB CDC45 CDC6 CDC73 CDCA7 CDH11 CDH2 CDH23 CDHR1 CDK8 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CDON CDT1 CDY1 CDY2A CEP112 CEP120 CEP152 CEP19 CEP290 CERKL CFAP221 CFAP251 CFAP298 CFAP300 CFAP410 CFAP418 CFAP43 CFAP45 CFAP47 CFAP58 CFAP65 CFAP69 CFAP70 CFAP74 CFAP91 CFTR CHD4 CHD7 CHEK2 CHRM3 CHRNG CHST14 CILK1 CISD2 CITED2 CKAP2L CLCN3 CLCN4 CLDN2 CLIC2 CLIP2 CLP1 CLRN1 CNBP CNGA1 CNGB1 COG1 COG5 COL3A1 COL4A1 COLEC10 COLEC11 COMT COQ2 COX7B CPE CPLANE1 CPLX1 CRB1 CREBBP CRPPA CRX CSPP1 CT55 CTBP1 CTC1 CTCF CTDP1 CTNS CUL4B CUL7 CWC27 CYB5A CYP11A1 CYP11B1 CYP17A1 CYP19A1 DACT1 DAG1 DAZ1 DAZ2 DAZ3 DAZ4 DBH DCAF17 DCC DDB2 DDX3X DDX3Y DDX59 DDX6 DGCR2 DGCR6 DGCR8 DHCR7 DHDDS DHH DHODH DHX37 DHX38 DICER1 DIS3L2 DKC1 DLK1 DLL3 DLX4 DMPK DMRT1 DMRT3 DMXL2 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH10 DNAH11 DNAH17 DNAH2 DNAH5 DNAH7 DNAH8 DNAH9 DNAI1 DNAI2 DNAJB11 DNAJB13 DNAJC19 DNAJC21 DNAJC30 DNAJC6 DNAL1 DNALI1 DNHD1 DNM2 DNMT3A DOK7 DPAGT1 DPF2 DPH2 DPP9 DPYSL5 DRC1 DSE DTYMK DUSP6 DVL1 DVL3 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYRK1A DZIP1 EBF3 EBP EDEM3 EED EFNB1 EHMT1 EIF2S3 EIF4H EIF5A ELN EMG1 EP300 ERAP1 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ESCO2 ESS2 EVC EVC2 EWSR1 EXT2 EYS EZH2 FAM111A FAM149B1 FAM161A FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FARS2 FAS FAT4 FBLN1 FBN1 FBXO43 FBXW7 FDFT1 FEZF1 FGD1 FGF10 FGF17 FGF8 FGFR1 FGFR2 FGFR3 FGFRL1 FIG4 FKBP6 FKRP FKTN FLG FLI1 FLNA FLNB FLRT3 FLT4 FMR1 FOCAD FOXA2 FOXJ1 FRAS1 FREM2 FSCN2 FSHB FSIP2 FTO FUZ FXR1 FZD2 G6PC3 GABRD GALC GALT GANAB GAS2L2 GAS8 GATA1 GATA4 GATA5 GATA6 GBA1 GBA2 GCNA GDF1 GDF6 GFM2 GJA1 GJA5 GJB3 GJB4 GJC2 GK GLE1 GLI1 GLI2 GLI3 GMNN GMPPB GNAS GNB2 GNRH1 GNRHR GP1BB GPC3 GPC4 GPC6 GPR101 GPR161 GRB10 GRIA2 GRIA3 GRIN2B GRIP1 GSC GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GUCA1B GUCY1A1 H1-4 H19 H4C5 H4C9 HAMP HBA1 HBA2 HBB HCCS HDAC4 HDAC8 HERC2 HES7 HESX1 HEXB HFE HGSNAT HIBCH HIRA HJV HLA-B HMGA2 HNF1B HNRNPH1 HNRNPK HNRNPR HOXD13 HPRT1 HPSE2 HRAS HS2ST1 HS6ST1 HSD17B3 HSD3B2 HSFY1 HSPG2 HTRA2 HUWE1 HYDIN HYLS1 HYMAI IDH3A IDH3B IER3IP1 IFNGR1 IFT140 IFT172 IFT27 IFT74 IFT80 IFT88 IGBP1 IGF2 IL10 IL12A IL12A-AS1 IL17RD IL1RAPL1 IL23R IMPDH1 IMPG1 IMPG2 INPPL1 INSL3 IRF4 IRF6 IRX5 JAG1 JAM3 JMJD1C KANSL1 KAT5 KAT6A KAT6B KCNAB2 KCNJ6 KCNQ1 KCNQ1OT1 KCNU1 KDM1A KDM3B KDM5B KDM5C KDM5D KDM6A KDM6B KDR KDSR KEAP1 KIAA0753 KIAA1549 KIF21A KIF7 KISS1 KISS1R KIT KIZ KLHL10 KLHL15 KLHL7 KLRC4 KMT2A KMT2D KMT2E KMT5B KRAS LARGE1 LARP7 LAS1L LEP LEPR LETM1 LFNG LHB LHCGR LHX1 LHX4 LIG4 LIMK1 LMBR1 LMNA LMNB1 LMNB2 LMOD1 LMX1B LONP1 LRAT LRIG2 LRRC56 LRRK2 LSS LUZP1 LZTFL1 LZTR1 M1AP MAD2L2 MADD MAF MAGEL2 MAK MAMLD1 MAP2K1 MAP2K2 MAP3K1 MAP3K7 MAPK1 MAPRE2 MASP1 MBD5 MBTPS2 MC2R MCIDAS MCM5 MCM8 MCTP2 MDFIC MDM2 MECOM MECP2 MED11 MED12 MED13L MEFV MEG3 MEGF8 MEIOB MEN1 MERTK MESP2 METTL27 MID1 MINPP1 MKKS MKRN3 MKS1 MLXIPL MMP23B MOGS MOV10L1 MPLKIP MRAP MRAS MRPS28 MSH4 MSH5 MTM1 MTMR14 MTOR MUSK MYF6 MYH11 MYH3 MYL11 MYLK MYMK MYOD1 MYRF NAA10 NAF1 NALCN NANOS1 NCF1 NDN NDNF NDP NDUFB11 NDUFB7 NEDD4L NEK10 NEK2 NELFA NF1 NF2 NFIB NFIX NHLH2 NHP2 NIPBL NKAP NKX2-5 NKX2-6 NME5 NME8 NNT NONO NOP10 NOTCH2 NOTCH3 NPAP1 NPHP1 NPM1 NR0B1 NR2E3 NR3C1 NR5A1 NRAS NRL NSD1 NSD2 NSMF NSUN2 NUP88 NXN OCA2 OCRL ODAD1 ODAD2 ODAD3 ODAD4 ODC1 OFD1 OGT OPHN1 ORC1 ORC4 ORC6 OTUD5 OTUD6B OTX2 PACS1 PACS2 PAICS PALB2 PANX1 PARK7 PARN PATL2 PAX2 PAX6 PAX7 PBX1 PCARE PDE11A PDE4D PDE6A PDE6B PDE6D PDE6G PDGFB PDHA2 PDPN PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PHACTR1 PHF6 PHF8 PHGDH PHIP PIEZO1 PIEZO2 PIGA PIGG PIGL PIGN PIGS PIK3C2A PIK3CA PINK1 PKD1 PKD2 PLAG1 PLAGL1 PLVAP PMFBP1 PMM2 PNLDC1 PNPLA6 POC1A PODXL POLA1 POLD1 POLE POLG POLR1B POLR1C POLR1D POLR3A POLR3K POMGNT1 POMGNT2 POMK POMT1 POMT2 POR PORCN POU1F1 POU3F3 PPFIBP1 PPP1CB PPP1R12A PPP1R15B PQBP1 PRCD PRDM13 PRDM16 PRIM1 PRKACA PRKACB PRKAR1A PRKCZ PRKN PRMT7 PROK2 PROKR2 PROM1 PROP1 PRPF3 PRPF31 PRPF4 PRPF6 PRPF8 PRPH2 PRPS1 PRY PRY2 PSMC1 PSMD12 PTCH1 PTCH2 PTDSS1 PTEN PTPN11 PTPRF PWAR1 PWRN1 PYCR1 RAB18 RAB23 RAB3GAP1 RAB3GAP2 RAC1 RAC3 RAD21 RAD51 RAD51C RAF1 RAPSN RARB RASA2 RBM10 RBMX RBMY1A1 RBP3 RDH12 RECQL4 REEP6 RERE RFC2 RFWD3 RGR RHO RIN2 RIPK4 RIPPLY2 RIT1 RLBP1 RLIM RNF113A RNF135 RNF212 RNU4ATAC ROBO1 ROM1 ROR2 RORA RP1 RP1L1 RP2 RP9 RPE65 RPGR RPGRIP1 RPGRIP1L RPL10 RPL10L RPS4Y2 RRAS RRAS2 RREB1 RSPH1 RSPH3 RSPH4A RSPH9 RSPO1 RSPO2 RTEL1 RTL1 RTN2 RTTN RXYLT1 RYR1 SACS SAG SALL1 SAMD9 SATB2 SCAPER SCLT1 SCP2 SCYL2 SDCCAG8 SEC23A SEC24C SEMA3A SEMA3E SEMA4A SEPTIN12 SETBP1 SETD1A SETD2 SETD5 SGPL1 SHOC1 SHOC2 SIAH1 SIM1 SIN3A SIX6 SKI SLC16A2 SLC18A3 SLC19A2 SLC25A10 SLC25A24 SLC26A2 SLC26A8 SLC29A3 SLC34A2 SLC35D1 SLC39A4 SLC40A1 SLC7A14 SLX4 SMAD4 SMARCA2 SMARCA4 SMARCAL1 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMCHD1 SMO SMOC1 SMS SNCA SNORD115-1 SNORD116-1 SNRNP200 SNRPN SOHLH1 SOS1 SOS2 SOX10 SOX11 SOX18 SOX2 SOX3 SOX4 SOX9 SPAG1 SPAG17 SPATA7 SPECC1L SPEF2 SPEN SPINK2 SPRED2 SPRY4 SRA1 SRCAP SRD5A2 SRY SSX1 STAC3 STAG1 STAG3 STAR STAT4 STEAP3 STK11 STK36 STRA6 STRC STS STT3A STT3B STX1A STXBP1 SUFU SUN5 SUZ12 SYCE1 SYCP2 SYCP3 SYNE1 SYNJ1 TAC3 TACR3 TAF4B TAF6 TARS1 TASP1 TBC1D20 TBCD TBCE TBCK TBL1XR1 TBL2 TBX1 TBX22 TBX3 TCF12 TCF4 TCOF1 TCTN1 TCTN2 TCTN3 TDRD9 TEKT3 TERB1 TERB2 TERC TERT TEX11 TEX14 TEX15 TFAP2A TFR2 TGDS THOC2 THSD1 TIAM1 TINF2 TLR4 TMEM107 TMEM216 TMEM231 TMEM237 TMEM270 TMEM67 TMEM70 TMEM94 TNFRSF1A TNRC6B TOE1 TOGARAM1 TOPORS TP53 TP63 TPM2 TRAF7 TRIM32 TRIP4 TRPM3 TRRAP TSHB TSPY1 TSPYL1 TSR2 TTC12 TTC21A TTC29 TTC5 TTC8 TTR TUB TUBA1A TUBB TUBB8 TULP1 TWIST1 TWIST2 TXNDC15 TXNRD2 TYMS UBA1 UBAC2 UBAP1 UBE2A UBE2T UBE4B UBR1 UBR7 UCHL1 UFD1 UPF3B UQCC2 USB1 USH2A USP26 USP7 USP9Y VAC14 VAMP7 VANGL1 VCY VEGFC VPS13B VPS13C VPS35L VPS37D VPS50 WDPCP WDR11 WDR19 WDR35 WDR37 WDR62 WEE2 WFS1 WNT3 WNT4 WNT5A WNT7A WNT7B WRAP53 WRN WT1 WWOX XKRY XPA XPC XRCC2 XRCC4 XYLT2 YY1 ZBTB20 ZDHHC9 ZEB2 ZFPM2 ZMIZ1 ZMYM2 ZMYND10 ZMYND15 ZNF408 ZNF513 ZNF699 ZPR1 ZSWIM6 ZSWIM7 HP_ABNORMAL_MANDIBULAR_RAMUS_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_MANDIBULAR_RAMUS_MORPHOLOGY EDN1 GNAI3 HMX1 KCNJ2 NFIX PLCB4 HP_ABNORMAL_MASTOID_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_MASTOID_MORPHOLOGY CDH11 CTSK DLX3 MALT1 NBN PAX1 RAG1 RAG2 SLC39A14 TPP2 HP_ABNORMAL_MAST_CELL_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_MAST_CELL_MORPHOLOGY ASXL1 CBL CYP26C1 KIT LYST RUNX1 SRSF2 TET2 HP_ABNORMAL_MAXILLA_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_MAXILLA_MORPHOLOGY ABL1 ADAMTS10 AKT1 ALX1 ALX3 AP2M1 ARHGAP29 ARHGEF38 ARSL ATP6V1E1 B3GLCT BGN BMP2 BMP4 CBFB CDC45 CDC6 CDH1 CDH11 CDT1 CHSY1 COBLL1 COL11A1 COL2A1 COL5A1 COLEC11 CREBBP CTC1 CTSK DCHS1 DKC1 DLG1 DLK1 DLX4 EDA EDNRA EFEMP2 EFTUD2 EP300 ERF ESCO2 FAT4 FBN1 FGD1 FGF3 FGFR1 FGFR2 FGFR3 FHL1 FLNB FOXC1 FOXP2 GJA1 GLI2 GMNN GORAB GPC4 GRHL3 HBB HRAS IFIH1 IL11RA IRF6 KCNJ2 KCNJ5 KDM5C KIFBP LBR LTBP3 MAFB MED12 MEG3 MMP2 MSX1 NECTIN1 NFIX NHP2 NOP10 NPM1 NRAS ORC1 ORC4 ORC6 PARN PAX3 PDE4D PDGFRA PDGFRB PEX19 PIK3CA PITX2 POLR1A POLR1B POLR1C POLR1D PQBP1 PRKACA PRKAR1A PTCH1 PTEN PYCR2 RAB23 RAB3GAP2 RECQL RIC1 RIPK4 RPS6KA3 RTEL1 RTL1 RUNX2 SCARF2 SEC23A SETD2 SF3B2 SF3B4 SIN3A SIX3 SKI SLC12A6 SLC25A24 SMAD4 SMOC1 SNRPN SOBP SON SOX5 SRCAP STAMBP TBC1D2B TCOF1 TERC TERT TINF2 TMCO1 TP63 TRMT1 TUBGCP2 TWIST1 TWIST2 TYMS UBB UBE3A UPF3B USB1 VPS13B WDR26 WRAP53 ZBTB11 ZBTB20 ZDHHC9 ZNF668 HP_ABNORMAL_MEAN_CORPUSCULAR_HEMOGLOBIN_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_MEAN_CORPUSCULAR_HEMOGLOBIN_CONCENTRATION AARS1 ANK1 CARS1 CD46 CFH CFI EPB42 ERCC2 ERCC3 GTF2E2 GTF2H5 HBB HELLPAR KCNN4 MPLKIP PIEZO1 RHAG RNF113A SLC4A1 SPTA1 SPTB TARS1 HP_ABNORMAL_MEAN_CORPUSCULAR_VOLUME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_MEAN_CORPUSCULAR_VOLUME ABCB6 ADA2 ANKRD11 CBLIF DHFR DNAJC21 DUT EFL1 ETV6 GATA1 GLRX5 HBB HEATR3 KCNN4 KIF23 LARS2 LIG1 LPIN2 MDM4 MMADHC MTRR NHLRC2 PIEZO1 RACGAP1 RHAG RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 SAMD9 SAMD9L SBDS SLC11A2 SLC25A38 SLC4A1 SPTB SRP54 STEAP3 TERC TERT TINF2 TRNT1 TSR2 HP_ABNORMAL_MEGAKARYOCYTE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_MEGAKARYOCYTE_MORPHOLOGY ANKRD26 CALR FYB1 GATA1 GATA2 GNA14 GP1BA GP1BB GP9 HOXA11 JAK2 KIF15 MPL MYH9 MYSM1 RFWD3 RPS14 SAMD9 SF3B1 SH2B3 SLC35A1 TET2 TP53 UBA1 ZNFX1 HP_ABNORMAL_MENINGEAL_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_MENINGEAL_MORPHOLOGY ABCC6 ACTA2 ADAT3 AKT1 ALG5 ALG9 ALKBH8 ALX4 ARID2 ARMC5 ARPC4 ARVCF ATN1 ATP6AP1 B3GALNT2 BAP1 BICC1 BMPER CCDC22 CCL2 CCM2 CDKN1A CDKN1B CDKN2B CDKN2C CDON CEP290 CHEK2 COL11A1 COL18A1 COMT COQ6 CPLANE1 CREBBP CRPPA CSPP1 DACT1 DDR2 DENND5A DHCR7 DISP1 DLL1 DLL3 DNAJB11 DNAJC19 EBP EIF3F ELN EP300 FBN1 FGF8 FGFR1 FGFR2 FKRP FKTN FLNA FOXC2 FOXE3 FOXH1 FRAS1 FREM2 FUZ GANAB GAS1 GJA1 GLI2 GLI3 GMPPB GNAS GP1BB GPSM2 GRIP1 H19 HES7 HEY2 HIRA HNRNPK HRAS IFT140 IGF2 INPP5E JMJD1C KANSL1 KCNC2 KCNQ1OT1 KIAA0586 KLLN KRAS KRIT1 LARGE1 LFNG LMNA LOX LZTR1 MAT2A MBD4 MEN1 MESP2 MFAP5 MN1 MSX2 MYH11 MYLK NARS1 NDE1 NEK1 NF1 NF2 NODAL NOTCH3 NRAS NRCAM NSD1 NTHL1 OFD1 OTUD5 PAX3 PDCD10 PDGFB PDGFRB PI4KA PIK3CA PKD1 PKD2 PLCH1 PLK4 POMGNT1 POMT1 POMT2 PORCN PPP2R5D PRKG1 PTCH1 PTEN PUF60 PUS3 RAB3GAP2 RASA1 RIPPLY2 RNU4ATAC RREB1 RTTN SACS SC5D SCN1A SCN2A SDHB SDHC SDHD SEC23B SEC24C SH2B1 SHANK3 SHH SIN3A SIX3 SLC30A9 SMAD2 SMAD3 SMAD4 SMARCB1 SMARCE1 SMC1A SMO SNRPB SON STAG2 STIL STT3A SUFU TBX1 TBXT TDGF1 TERT TGFB2 TGFB3 TGFBR1 TGFBR2 TGIF1 THSD4 TMEM216 TMEM231 TMEM237 TRAF7 TTR UFD1 USF3 VANGL1 VANGL2 WAC WLS WNT7A WRN XPNPEP3 ZIC2 ZIC3 ZNFX1 ZSWIM6 HP_ABNORMAL_METABOLIC_BRAIN_IMAGING_BY_MRS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_METABOLIC_BRAIN_IMAGING_BY_MRS ACAT1 ADORA2A ASPA ATAD3A CACNA1G CNP COG8 COX11 COX16 CYP27A1 DNM1L ECHS1 FARS2 FBXO28 FOCAD GALC GAMT GATM GFM2 GRM7 HPDL HSD17B10 HTRA2 IBA57 KARS1 LYRM4 LYRM7 MECR MRPS34 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW MTRFR NAT8L NAXE NDUFAF6 NDUFB7 NGLY1 POLR3A POLRMT PSAP RPIA SDHAF1 SDHB SDHD SLC25A12 SLC35A2 SLC39A8 SLC6A8 SQOR SUCLG1 TBCK VARS2 HP_ABNORMAL_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_METABOLISM ABCD1 ABCD4 ACOX2 ACSF3 AGA AKR1D1 ALDH18A1 ALDH4A1 ALDH6A1 ALDOB ALG1 ALG11 ALG12 ALG13 ALG2 ALG3 ALG6 ALG8 AMACR AMN APOB ATP6AP1 ATP6AP2 ATP6V0A2 ATP6V1A ATP6V1E1 B4GALT1 BCO1 CAD CAMLG CASP10 CBLIF CBS CCDC115 CCND1 CD320 CLCN5 COG1 COG2 COG4 COG5 COG6 COG7 COG8 COL7A1 CTNS CUBN CYP27B1 CYP2R1 CYP3A4 CYP7A1 CYP7B1 DDOST DHFR DLAT DMP1 DNAJC21 DOLK DPAGT1 DPM1 DPM2 DPM3 DZIP1L EDEM3 EFL1 ELN ENPP1 ERCC2 ERCC3 ERCC4 ERCC5 FARSB FAS FASLG FBLN5 FGF23 FOCAD FTCD GALM GALNT2 GALNT3 GALT GATA1 GBA2 GET4 GORAB GPR35 GRM7 GUCY2C HCFC1 HLA-DQA1 HLA-DQB1 IARS1 KHK KL LMBRD1 LRP5 MAGT1 MAN1B1 MGAT2 MMAA MMAB MMACHC MMADHC MMP1 MMUT MPDU1 MPI MST1 MTHFD1 MTR MTRR MTTP OCRL OTUD5 PGM1 PGM2L1 PKHD1 PMM2 PNPLA8 PRDX1 PRKCD PTH1R RASGRP1 RFT1 RNF13 RPL11 RPS10 SAR1B SBDS SEMA4D SIM1 SLC10A1 SLC19A1 SLC2A2 SLC30A10 SLC34A1 SLC34A3 SLC35A2 SLC37A4 SLC39A8 SLC46A1 SLC51B SLC52A1 SPTBN1 SRD5A3 SRP54 SSR4 STT3A STT3B SUCLA2 SUCLG1 TAT TCF4 TCN2 TJP2 TMEM199 TTPA TTR UROS VDR ZNF699 HP_ABNORMAL_METACARPAL_EPIPHYSIS_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_METACARPAL_EPIPHYSIS_MORPHOLOGY BGN BPNT2 COG4 COL9A1 COL9A2 COL9A3 CPLX1 CTBP1 FGFRL1 GPX4 IHH LETM1 NPR3 NSD2 PCNT POR RPS6KA3 SALL1 HP_ABNORMAL_METACARPAL_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_METACARPAL_MORPHOLOGY ACVR1 ADAMTS10 ADAMTSL2 AKT1 ANAPC1 ANKRD55 APC ARHGAP31 ASXL1 ASXL2 B3GALT6 B3GAT3 B3GLCT BGN BHLHA9 BMP2 BMP6 BMPR1B BPNT2 BRD4 CANT1 CD247 CD96 CHST3 CHSY1 CLCN7 COG4 COL11A2 COL2A1 COL3A1 COL9A1 COL9A2 COL9A3 COMP CPLANE1 CPLX1 CSPP1 CTBP1 CWC27 DCHS1 DDR2 DHCR7 DLK1 DLL4 DNMT3A DOCK6 DONSON DYM EIF4A3 EOGT ESCO2 EXT1 EXT2 EXTL3 FAM149B1 FANCD2 FANCI FAT4 FBLN1 FBN1 FBXL3 FERMT1 FGF16 FGF9 FGFR1 FGFR3 FGFRL1 FIG4 FLNA FLNB FMR1 FZD2 GALNS GDF5 GJB6 GLB1 GLI3 GNAS GNAS-AS1 GPX4 GUSB HDAC4 HDAC8 HFE HHAT HOXA13 HOXD13 IFIH1 IFT140 IFT27 IFT52 IFT80 IHH IL2RA IL2RB INPP5K INPPL1 INTU KCNJ2 KIAA0586 KIAA0753 KIF22 KIF7 KL KNSTRN LAMA5 LBR LETM1 LMBR1 LONP1 LRP4 LRP5 LTBP3 MAFB MAP3K7 MATN3 MEG3 MKKS MMP14 MMP2 MYL11 MYSM1 NEK1 NEPRO NFIX NHS NIPBL NOG NONO NOTCH1 NPR2 NPR3 NSD1 NSD2 OFD1 P3H1 PCNT PCYT1A PDE3A PDE4D PDE6D PEX7 PHYH PIGS PIK3CD PLXND1 POC1A POR PORCN PQBP1 PRG4 PRKAR1A PRKG2 PRMT7 PTCH1 PTDSS1 PTEN PTH1R PTHLH PTPN2 PTPN22 RAB33B RAB3GAP2 RAD21 RBPJ RECQL4 REV3L RIPK4 RMRP RNF13 RNU4ATAC ROBO1 ROR2 RPS6KA3 RSPRY1 RTL1 RUNX2 SALL1 SALL4 SCARF2 SETBP1 SH3PXD2B SHH SHOX SIL1 SLC25A24 SLC26A2 SLC39A13 SMARCA2 SMC1A SMC3 SMOC1 SOX9 SPARC SRCAP SRY STAT4 STX16 SVBP TBX3 TBX5 TCF12 TCTN3 TFE3 TGDS TMEM216 TOPORS TP63 TRIO TRIP11 TRPS1 TWIST1 TWIST2 VAC14 VPS13B VPS35L WNT7A XRCC2 XYLT1 ZIC1 HP_ABNORMAL_METACARPOPHALANGEAL_JOINT_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_METACARPOPHALANGEAL_JOINT_MORPHOLOGY ANKRD55 ASXL1 B3GAT3 BMP6 CD247 CHST3 COL2A1 COL3A1 FLNA FMR1 GDF5 GJB6 HFE IL2RA IL2RB MAP3K7 MYL11 NOG NONO POR PQBP1 PTPN2 PTPN22 RNF13 STAT4 HP_ABNORMAL_METAPHYSEAL_TRABECULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_METAPHYSEAL_TRABECULATION AMER1 CTC1 DKC1 LIFR NHP2 NOP10 NOTCH2 NPM1 PARN PLCB3 PORCN RTEL1 SLC29A3 TCIRG1 TERC TERT TINF2 TNFRSF11A TNFRSF11B TRPV4 TYMS USB1 VDR WRAP53 HP_ABNORMAL_METAPHYSIS_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_METAPHYSIS_MORPHOLOGY ABCC9 ACAN ACP5 ACSL4 ACVR1 ADA AIFM1 ALG3 ALG9 ALPL AMER1 AMMECR1 ANAPC1 ANKH ANTXR1 ARCN1 ARSB ATP7A B3GALT6 B3GAT3 B4GALT7 BGN BMP1 BMPR1B CANT1 CASR CCDC8 CCN6 CDKN1C CENPE CEP120 CFAP410 CHD7 CHEK2 CHST3 CLCN5 CLCN7 COG4 COL10A1 COL11A1 COL11A2 COL2A1 COMP CRTAP CSF1R CSGALNACT1 CSPP1 CTC1 CTNS CUL7 CWC27 CYP27B1 CYP2R1 CYP3A4 DCLRE1C DDR2 DDRGK1 DKC1 DLK1 DNAJC21 DYM DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 EED EFL1 EIF2AK3 ERCC1 EXOC6B EXT1 EXT2 EXTL3 EZH2 FAM111A FBN1 FGFR3 FIG4 FLNA FN1 GALNS GJA1 GLB1 GNAS GNPTAB GPC6 GPX4 GSC HDAC6 HNRNPH1 HSPG2 IARS2 IDH1 IDH2 IDUA IFT122 IFT140 IFT172 IFT43 IFT52 IFT80 IL2RG IL6ST IL7R INPPL1 KCNE5 KCNJ8 KIAA0586 KIAA0753 KIF22 LBR LIFR LIG4 LMBR1 LONP1 LPIN2 LRP5 LRRK1 MAGEL2 MAP3K7 MATN3 MEG3 MMP13 MMP2 MMP9 MTAP NANS NDN NEPRO NHP2 NKX3-2 NOP10 NOTCH2 NOTCH3 NPM1 NPR2 NSD1 NSMCE2 OBSL1 OCRL OSTM1 P4HB PAM16 PARN PCNT PCYT1A PDGFRB PEX5 PEX7 PHEX PIK3C2A PISD PITX1 PLCB3 PLEKHM1 POLE POLR1A POP1 PORCN PRKG2 PTDSS1 PTH1R PTPN11 QRICH1 RAB33B RAB3GAP2 RAG1 RAG2 RASA1 RB1 RECQL4 RMRP RNU4ATAC RPL13 RSPRY1 RTEL1 RTL1 RUNX2 SBDS SEC24D SETBP1 SFRP4 SH3PXD2B SHOX SIK3 SKI SLC17A5 SLC26A2 SLC29A3 SLC34A3 SLC35D1 SLC39A13 SMAD4 SNRPN SNX10 SRP54 STX16 SUZ12 TAPT1 TBXAS1 TCIRG1 TERC TERT TGFB1 TINF2 TMEM165 TMEM53 TNFRSF11A TNFRSF11B TNFSF11 TONSL TP53 TRAPPC2 TRIP11 TRPV4 TRPV6 TTC21B TYMS UFSP2 USB1 VAC14 VDR VPS33A WDR19 WDR26 WDR35 WRAP53 XYLT1 HP_ABNORMAL_METATARSAL_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_METATARSAL_MORPHOLOGY ABCC9 ACVR1 ADAMTS10 AKT1 ANKRD55 ATL3 B3GALNT2 B3GALT6 B3GAT3 B3GLCT B4GAT1 BMPR1B CANT1 CD247 CDC42BPB CHST3 CHSY1 COG4 COL2A1 COL4A1 CPLX1 CRPPA CTBP1 DAG1 DCHS1 DDR2 DHCR24 DHCR7 DLK1 DYM EP300 ERCC6 EZH2 FAT4 FBLN1 FBN1 FBN2 FGF9 FGFR1 FGFR2 FGFRL1 FIBP FIG4 FKRP FKTN FLNA FLNB GDF5 GLI3 GNAS GUSB HDAC4 HEPHL1 HINT1 HOXA13 HOXD13 HSPG2 IFIH1 IFT140 IFT52 IHH IL2RA IL2RB INPP5K IQCE KCNJ2 KIF22 KNSTRN LARGE1 LETM1 LIG4 LMBR1 LMNB2 LRP5 LZTFL1 MAFB MAP3K20 MAP3K7 MAPK1 MEG3 MET MMP2 MYH8 NAA10 NALCN NEK1 NPR2 NSD2 NSUN2 PDE4D PEX1 PEX2 PEX5 PEX7 PHYH PIEZO2 PIGS PIK3CD POC1A POMGNT1 POMGNT2 POMK POMT1 POMT2 POR PORCN PRG4 PRKAR1A PRKG2 PRMT7 PTEN PTH1R PTHLH PTPN2 PTPN22 RAB23 RAB33B RAB3GAP2 RBPJ RIPK4 RSPRY1 RTL1 RXYLT1 SALL1 SH3PXD2B SHOX SIL1 SKI SLC26A2 SLC35A2 SMARCA2 SMOC1 SOX9 SRY STAT4 TCF4 TGDS TNNI2 TNNT3 TP63 TRPS1 TRPV4 TTC26 TUBB3 TWIST1 UBE3B VAC14 VPS13B VPS35L WDR26 WNT7A ZBTB20 ZNF407 HP_ABNORMAL_METENCEPHALON_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_METENCEPHALON_MORPHOLOGY AARS1 AARS2 ABAT ABCD1 ABHD12 ACD ACO2 ACTL6B ACY1 ADGRG1 ADGRV1 ADPRS ADSL AFF3 AFG3L2 AGTPBP1 AHCY AHDC1 AHI1 AIMP2 AIPL1 AKT1 ALDH18A1 ALDH5A1 ALG1 ALG12 ALG3 ALG6 ALG9 ALS2 ALX4 AMPD2 ANO10 AP1S2 AP3B2 AP4B1 AP4E1 AP4M1 AP4S1 APC2 APTX ARCN1 ARF1 ARG1 ARHGEF2 ARID1A ARID1B ARID2 ARL13B ARL3 ARMC9 ARNT2 ARSI ARX ASNS ASPM ASXL1 ASXL3 ATAD3A ATCAY ATG5 ATG7 ATN1 ATP13A2 ATP1A2 ATP1A3 ATP2B3 ATP5F1A ATP5F1D ATP5F1E ATP5MK ATP6AP2 ATP6V0A1 ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 ATP8A2 ATP9A ATPAF1 ATPAF2 ATR ATXN1 ATXN10 ATXN2 ATXN3 ATXN7 ATXN8OS B3GALNT2 B4GALNT1 B4GALT1 B4GAT1 B9D1 B9D2 BAP1 BAZ1B BCAP31 BCAS3 BCL11A BCL7B BCOR BCORL1 BCS1L BEAN1 BICD2 BICRA BLTP1 BMP4 BRAT1 BRD4 BRF1 BTD BUB1 BUB1B BUB3 BUD23 C19orf12 C2CD3 CACNA1A CACNA1G CACNA2D2 CAMK2B CAMLG CAMSAP1 CAMTA1 CARS1 CARS2 CASK CBY1 CC2D2A CCDC22 CCDC32 CCDC47 CCDC88A CCDC88C CCND1 CDC40 CDC42 CDC42BPB CDC45 CDH23 CDK5 CDKL5 CDKN1C CDON CENPE CENPF CEP104 CEP120 CEP164 CEP290 CEP41 CEP55 CEP57 CEP85L CERS1 CHD4 CHD7 CHMP1A CHP1 CIB2 CILK1 CIT CIZ1 CKAP2L CLCN3 CLCN7 CLIP2 CLN3 CLN5 CLN8 CLPB CLTC CNP CNTNAP1 CNTNAP2 COA7 COASY COG1 COG5 COG6 COG7 COG8 COL18A1 COL3A1 COL4A1 COQ2 COQ4 COQ5 COQ8A COQ9 COX20 COX4I1 CP CPLANE1 CPLX1 CPSF3 CPT2 CRAT CRB1 CREBBP CRPPA CRX CSF1R CSPP1 CTBP1 CTNNA2 CTSD CTSF CTSK CUL4B CUX2 CWC27 CWF19L1 CYB5A CYB5R3 CYFIP2 CYP27A1 CYP7B1 DAB1 DACT1 DAG1 DARS2 DCC DCHS1 DCLRE1B DDX3X DEGS1 DENND5A DHCR7 DHDDS DHFR DHX30 DHX37 DISC1 DISP1 DKC1 DKK1 DLG4 DLL1 DMXL2 DNAJC3 DNAJC30 DNAJC5 DNM1L DNMT1 DNMT3A DOCK6 DOCK7 DOHH DOK7 DPAGT1 DPF2 DPH1 DPH2 DPH5 DPM1 DPM2 DPYSL5 DYNC1H1 DYNC2H1 DYNC2I1 DYNC2I2 EBF3 EBP EEF2 EHMT1 EIF4H ELN ELOVL4 ELOVL5 EMC1 EN1 EOMES EP300 EPG5 EPRS1 ERCC1 ERCC2 ERCC3 ERCC5 ERCC6 ERCC8 ERF ERLIN1 ERMARD ESCO2 ESPN EVC EVC2 EXOC2 EXOC7 EXOSC1 EXOSC2 EXOSC3 EXOSC5 EXOSC8 EXOSC9 EZH2 FA2H FAM149B1 FANCB FANCI FANCL FAR1 FARS2 FAT2 FAT4 FBN1 FBXL4 FCSK FDXR FGF12 FGF14 FGF8 FGFR1 FGFR2 FGFR3 FIG4 FKBP6 FKRP FKTN FLI1 FLNA FLVCR2 FMR1 FOXC1 FOXF1 FOXH1 FOXRED1 FRMD4A FRRS1L FTL FTO FUS FUZ GAD1 GALC GAN GAS1 GBA2 GDAP2 GDF6 GEMIN4 GEMIN5 GFAP GFM2 GJA1 GJB1 GJB2 GJB6 GLI2 GLI3 GLS GMPPB GNAO1 GNAQ GNS GON7 GOT2 GPAA1 GPC3 GPC4 GPHN GPKOW GPSM2 GPX4 GRIA2 GRIA3 GRID2 GRIK2 GRIN1 GRM1 GRM7 GRN GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GTPBP2 GUCY2D H3-3A HDAC4 HDAC6 HDAC8 HEPACAM HERC1 HES7 HESX1 HEXB HHAT HK1 HLA-DQB1 HMGA2 HNRNPH1 HNRNPH2 HNRNPR HRAS HSD17B4 HTT HYCC1 HYLS1 IBA57 IDH1 IER3IP1 IFIH1 IFRD1 IFT140 IFT172 IFT74 IFT80 IGF2 IL11RA IMPDH1 INPP5E INPP5K INTS1 INTS8 IQCB1 IRF2BPL ITPR1 JAM2 JAM3 KANSL1 KARS1 KAT5 KATNB1 KATNIP KCNA1 KCNC1 KCNC3 KCND3 KCNJ10 KCNJ13 KCNMA1 KCNQ1 KCNQ1OT1 KCTD7 KDM1A KIAA0586 KIAA0753 KIDINS220 KIF14 KIF1A KIF1C KIF21A KIF5A KIF7 KLLN KMT2C KNL1 KPNA3 KRAS KY L1CAM L2HGDH LAGE3 LAMA1 LAMA2 LAMB1 LARGE1 LCA5 LEMD3 LETM1 LHX3 LHX4 LIG3 LIMK1 LIPT1 LMNB1 LMX1B LNPK LONP1 LRAT LRPPRC LRRC32 LYRM7 LYST MAB21L1 MACF1 MAF MAG MAN1B1 MAN2B1 MAN2C1 MAP2K2 MAP3K7 MAPK8IP3 MAPKAPK5 MARS2 MAST1 MBD5 MBTPS2 MCOLN1 MDH1 MDH2 MECR MED11 MED12 MED23 MED27 MEF2C METTL27 MFF MFSD2A MFSD8 MGAT2 MGME1 MICOS13 MICU1 MID1 MINPP1 MKS1 MLXIPL MME MORC2 MPL MPLKIP MRE11 MRM2 MRPS34 MSTO1 MT-ATP6 MT-ATP8 MT-CYB MT-TE MT-TK MT-TL1 MTHFR MTHFS MTM1 MUSK MVK MYH3 MYMK MYMX MYO5A MYO7A MYOD1 NADK2 NAGA NALCN NARS2 NAXE NCAPG2 NCF1 NDE1 NDP NDUFA1 NDUFA13 NDUFA6 NDUFA8 NDUFA9 NDUFAF4 NDUFS1 NDUFS4 NEK1 NELFA NEUROD2 NF2 NFASC NFIA NFIX NFKB2 NGLY1 NIPBL NKX6-2 NMNAT1 NODAL NONO NOP56 NOTCH2 NOTCH2NLC NOTCH3 NOVA2 NPHP1 NPHP3 NPTX1 NRAS NSD1 NSD2 NSRP1 NUBPL NUP133 NUP214 NUP37 NUP88 OCLN ODC1 OFD1 OPA1 OPA3 OPHN1 OSGEP OTUD5 OTX2 OXR1 PACS1 PACS2 PAFAH1B1 PARN PAX2 PCDH15 PCGF2 PCLO PCNA PCYT1A PDCD6IP PDE6D PDGFB PDGFRB PDHA1 PDHB PDHX PDYN PDZD7 PEX10 PEX16 PEX2 PEX6 PGAP1 PGAP2 PHEX PHGDH PI4KA PIBF1 PIEZO2 PIGA PIGG PIGK PIGN PIGP PIGQ PIGS PIGT PIGU PIK3CA PIK3R5 PITRM1 PLA2G6 PLAA PLCH1 PLD3 PLG PLK4 PLP1 PMM2 PMPCA PMPCB PNKP PNPLA6 PNPT1 POGZ POLA1 POLG POLG2 POLR1C POLR3A POLR3B POLR3K POMGNT1 POMGNT2 POMK POMT1 POMT2 POR PORCN POU1F1 POU4F1 PPFIBP1 PPIL1 PPP1CB PPP1R12A PPP1R15B PPP1R21 PPP2R1A PPP2R2B PRDM13 PRDX3 PRKCG PRKDC PRNP PROKR2 PROP1 PRRT2 PRRX1 PRUNE1 PSAT1 PTCH1 PTEN PTF1A PTH1R PTRH2 PUM1 QARS1 RAB11B RAB18 RAB3GAP1 RAB3GAP2 RAC1 RAD21 RAD51 RAPSN RARS2 RBBP8 RBL2 RBM10 RBM8A RD3 RDH12 RECQL4 RELN REPS1 RERE RFC1 RFC2 RFWD3 RFX7 RHOBTB2 RNASEH1 RNASEH2A RNF113A RNF13 RNF170 RNF216 RNU12 RNU4ATAC ROBO1 ROBO3 ROGDI RORA RPE65 RPGRIP1 RPGRIP1L RPL10 RPS6KA3 RRAS2 RRM2B RTEL1 RTTN RUBCN RXYLT1 SACS SALL1 SAMD9L SASS6 SC5D SCARB2 SCN1A SCN1B SCN2A SCN8A SCO2 SCYL1 SDHA SDHB SDHC SDHD SEC23B SEMA3E SEMA6B SEPSECS SERAC1 SETBP1 SETD2 SETX SF3B2 SH2B1 SH3TC2 SHANK3 SHH SHQ1 SIGMAR1 SIK1 SIK3 SIL1 SIX3 SKI SLC13A3 SLC18A3 SLC1A3 SLC20A2 SLC25A1 SLC25A19 SLC25A22 SLC25A24 SLC25A4 SLC25A46 SLC31A1 SLC32A1 SLC33A1 SLC35A2 SLC35B2 SLC39A14 SLC39A8 SLC44A1 SLC52A3 SLC5A6 SLC9A1 SLC9A6 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMG9 SMO SMPD1 SMPD4 SNORD118 SNX14 SOD1 SON SOX11 SOX2 SOX3 SOX4 SPART SPATA7 SPG11 SPG21 SPG7 SPRED1 SPTAN1 SPTBN2 SPTLC1 SQSTM1 SRD5A3 SRPX2 STAG1 STAG2 STAT2 STIL STT3A STT3B STUB1 STX1A STXBP1 SUFU SUMF1 SUOX SYNE1 SYT14 SYT2 TAF1 TAOK1 TAPT1 TARS1 TBC1D20 TBC1D23 TBC1D24 TBC1D2B TBCD TBCE TBCK TBL1XR1 TBL2 TBP TCTN1 TCTN2 TCTN3 TDGF1 TDP1 TECPR2 TERC TERT TFAP2A TGFBR1 TGFBR2 TGIF1 TGM6 THG1L THOC2 TINF2 TK2 TKFC TMCO1 TMEM107 TMEM138 TMEM216 TMEM218 TMEM231 TMEM237 TMEM240 TMEM270 TMEM67 TMEM94 TMTC3 TMX2 TNPO2 TOE1 TOGARAM1 TONSL TOP3A TOPORS TOR1A TP53RK TPP1 TRAF7 TRAPPC11 TRAPPC12 TRAPPC4 TRAPPC6B TRAPPC9 TREX1 TRIM8 TRIP13 TRMT1 TRMT10A TRPC3 TRPM3 TRRAP TSEN15 TSEN2 TSEN34 TSEN54 TTBK2 TTC19 TTPA TUBA1A TUBB TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBGCP4 TUBGCP6 TULP1 TWIST1 TWNK TXN2 TXNDC15 UBA5 UBE2A UBE3C UBTF UCHL1 UFC1 UFM1 UFSP2 USF3 USH1C USH1G USH2A USP18 USP45 USP8 USP9X VAC14 VANGL1 VANGL2 VARS1 VARS2 VHL VLDLR VPS11 VPS13B VPS13D VPS35L VPS37D VPS41 VPS4A VPS50 VPS51 VPS53 VRK1 VWA3B WAC WARS2 WASHC5 WDR26 WDR35 WDR37 WDR4 WDR45 WDR73 WDR81 WHRN WLS WNT1 WWOX XRCC1 XRCC4 YIF1B YME1L1 YRDC ZBTB11 ZEB2 ZFYVE26 ZIC1 ZIC2 ZIC3 ZMIZ1 ZNF292 ZNF335 ZNF423 ZNF592 ZNHIT3 ZPR1 ZSWIM6 HP_ABNORMAL_MIDBRAIN_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_MIDBRAIN_MORPHOLOGY ADH1C AHI1 ARL13B ARL3 ARMC9 ATP7B ATXN2 ATXN3 ATXN8OS B9D1 B9D2 BRF1 C2CD3 CC2D2A CDON CEP104 CEP120 CEP290 CEP41 CPLANE1 CSPP1 DISP1 DLL1 EXOC2 FAM149B1 FBXO7 FGF8 FOXH1 FTL GALC GAS1 GBA1 GCH1 GLI2 GLUD2 GTPBP2 IFT74 IMPDH2 INPP5E KIAA0586 KIAA0753 KIF7 LRRK2 MAPT MKS1 MT-TT NODAL NPHP1 NR4A2 OFD1 PDE6D PIBF1 PRKN PTCH1 RPGRIP1L SHH SIX3 SLC35A2 SLC44A1 SNCA SNCAIP SPG11 STIL SUFU TBCE TBP TCTN1 TCTN3 TDGF1 TGIF1 TMEM107 TMEM138 TMEM216 TMEM218 TMEM231 TMEM237 TMEM67 TOGARAM1 TOPORS VPS41 WDR45 ZIC2 ZNF423 HP_ABNORMAL_MIDDLE_EAR_REFLEXES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_MIDDLE_EAR_REFLEXES AIFM1 DIAPH3 MPDU1 OTOF PRORP HP_ABNORMAL_MIDDLE_PHALANX_MORPHOLOGY_OF_THE_HAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_MIDDLE_PHALANX_MORPHOLOGY_OF_THE_HAND ATP6V1B2 BHLHA9 BMP2 BMP4 BMPR1B CEP152 CHSY1 COL10A1 COL2A1 DOCK6 DVL1 EIF2AK3 FGFR1 FGFR2 FGFR3 FIG4 GATA1 GDF5 GJA1 GMNN GNB2 HOXA13 HOXD13 IFT140 IFT57 IGF2 IHH INTU KDM6A KMT2A KMT2D KNSTRN LMNA MBD5 MECOM MEGF8 MIR17HG MYCN NEPRO NFIX NIN NOG NONO NPR3 NSDHL PCNT PDE4D PHF6 PIK3CD POLA1 PQBP1 PTDSS1 PTH1R PUF60 RAB23 RBBP8 ROR2 RUNX2 SLC26A2 SRCAP TFAP2B TRPS1 TRPV4 VAC14 WNT5A HP_ABNORMAL_MIDFACE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_MIDFACE_MORPHOLOGY ACAN ACP5 ACSL4 ACTB ACTG1 ADAMTSL4 ADNP AEBP1 AFF4 AGL AIFM1 AIP ALG12 ALX1 ALX3 AMMECR1 AMPD2 ANK1 ANKRD11 ANKRD17 ANTXR1 APC ARID1B ARVCF ASPH ASXL1 ASXL3 ATP6V0A2 ATP6V1A ATP6V1E1 ATP7A ATRX AUTS2 B3GALT6 B3GAT3 B3GLCT B4GALT7 B9D1 B9D2 BANF1 BAZ1B BBS7 BCL11A BCL7B BCOR BCR BGN BICD2 BICRA BLM BMP2 BMP4 BPTF BRAF BRF1 BUB1B BUD23 CA2 CAMK2B CANT1 CASZ1 CAV1 CBL CC2D2A CCBE1 CCDC22 CCDC47 CCDC8 CCDC88A CDC42 CDC42BPB CDH11 CDK19 CDK5 CDKN1C CEP120 CEP290 CHD1 CHD3 CHD7 CHN1 CHST3 CILK1 CITED2 CLCF1 CLCN3 CLCN4 CLIP2 CNOT1 CNOT3 COG1 COG4 COL11A1 COL11A2 COL18A1 COL1A1 COL27A1 COL2A1 COL5A1 COL9A1 COL9A2 COL9A3 COMT COX15 COX7B CPE CPLX1 CREBBP CRKL CRLF1 CRTAP CSGALNACT1 CSPP1 CTBP1 CTCF CTDP1 CTNND2 CTSK CUL7 CYP26C1 DACT1 DCHS1 DDB1 DDR2 DDX3X DEAF1 DHODH DHX37 DICER1 DLG3 DLK1 DLX4 DNAJC30 DNMT3B DPH5 DPM1 DPYD DPYSL5 DSE DTYMK DVL1 DVL3 EBP EDN1 EDNRA EEF1A2 EFEMP2 EFTUD2 EHMT1 EIF2AK3 EIF2S3 EIF4H ELMO2 ELN EP300 EPB41L1 ERF ESCO2 EXT2 EXTL3 EYA1 FAM20C FAM50A FAT4 FBLN5 FBN1 FGF3 FGFR1 FGFR2 FGFR3 FGFRL1 FIBP FKBP6 FLII FLNA FLNB FLT4 FN1 FOXC1 FOXG1 FOXP1 FZD2 GABRD GATA1 GATA4 GATA5 GATA6 GDF1 GDF11 GHR GJA5 GJA8 GLI2 GMNN GNAI3 GNAS GNB2 GNPAT GORAB GP1BB GPC3 GPC4 GPC6 GPR101 GRIA3 GRIA4 GRIN1 GSC GTF2I GTF2IRD1 GTF2IRD2 H1-4 H19 H3-3A H3-3B H4C3 H4C5 H4C9 HBA1 HBA2 HBB HCCS HDAC4 HDAC8 HEATR3 HECW2 HEPACAM HERC1 HESX1 HIRA HK1 HNRNPH1 HNRNPH2 HNRNPK HNRNPU HOXB1 HRAS HS6ST2 HSPA9 HSPG2 IARS1 IARS2 IDS IDUA IER3IP1 IFT122 IFT140 IFT52 IFT81 IGF2 IL11RA INPPL1 INTS1 IPO8 IQSEC2 IREB2 IRX5 ITCH JAG1 JARID2 JMJD1C KAT6A KAT6B KCNAB2 KCNE5 KCNH1 KCNJ2 KCNQ1 KCNQ1OT1 KDM6A KDM6B KDR KIDINS220 KIF11 KIF15 KIF1A KIF22 KIF7 KLHL7 KMT2B KMT2C KMT2D KMT2E KRAS LARP7 LARS1 LAS1L LBR LEMD2 LETM1 LHX3 LHX4 LIFR LIMK1 LINS1 LMNA LMX1B LRP1 LRP2 LRP4 LRP5 LRPPRC LRRC32 LTBP1 LTBP3 LTBP4 LUZP1 LZTR1 MAD1L1 MAF MAFB MAN1B1 MAN2B1 MAP2K1 MAP2K2 MAP3K7 MAPK1 MAPK8IP3 MBD5 MECP2 MED12 MED13L MEG3 MEGF8 MESD METTL27 MGP MID1 MIPEP MIR140 MITF MKS1 MLXIPL MMP23B MN1 MOCS1 MOCS2 MRAS MRPS14 MSL3 MTHFS MTOR MYH3 MYSM1 NAA10 NALCN NBAS NBN NCF1 NDP NDUFB11 NECTIN1 NEK9 NEPRO NF1 NFIX NGF NGLY1 NKAP NKX2-5 NKX2-6 NONO NOTCH2 NOTCH3 NPHP3 NPR3 NRAS NSD2 NSDHL NSMCE2 NSMCE3 NTRK1 NXN OBSL1 OCRL ODC1 OFD1 OSGEP OTUD5 P4HB PAK2 PAX1 PAX3 PCGF2 PCLO PCNT PDE4D PDGFRB PDPN PDZD8 PEPD PEX1 PEX12 PEX7 PIGA PIGB PIGN PIGQ PIGS PIGT PIGU PIGV PIK3CA PIK3R1 PITX2 PKD2 PLCB4 PLOD3 PLP1 POGZ POLE POLR1A POLR1B POLR1C POLR1D POLR3A POMGNT1 POP1 POR POU1F1 PPP1CB PPP1R15B PPP2R5D PQBP1 PRDM16 PRKACA PRKAR1A PRKCZ PRMT7 PROP1 PRR12 PSMC1 PSMC3 PSMD12 PSPH PTCH1 PTEN PTH1R PTPN11 PTRH2 PUF60 PURA PYCR1 PYCR2 RAB23 RAB3GAP1 RAB3GAP2 RAC3 RAF1 RAI1 RASA2 RBM8A RDH11 RERE RFC2 RFWD3 RFX7 RHOA RIT1 RLIM RNF13 RNU12 RNU4ATAC ROR2 RPGRIP1 RPGRIP1L RPS26 RPS28 RRAS RRAS2 RREB1 RSPRY1 RTL1 RUNX2 RYR1 SALL1 SALL4 SATB1 SATB2 SC5D SCARF2 SEC23A SEC24C SEC24D SEMA3E SEMA5A SERPINH1 SETBP1 SETD1A SETD1B SETD2 SF3B2 SF3B4 SH2B1 SH3BP2 SH3PXD2B SHANK3 SHH SIM1 SIX1 SIX3 SIX5 SKI SLC25A24 SLC26A2 SLC29A3 SLC2A10 SLC35A2 SLC35D1 SLC37A4 SLC6A8 SLC9A7 SMAD2 SMAD3 SMAD4 SMARCA2 SMC1A SMCHD1 SNRPB SNRPN SNX14 SON SOS1 SOS2 SOST SOX11 SOX9 SP7 SPART SPECC1L SPEN SPRED2 SPTBN1 STAC3 STAG2 STRADA STX16 STX1A STXBP1 SVBP SYK TAFAZZIN TASP1 TAT TBCE TBL1XR1 TBL2 TBX1 TBX22 TBX4 TCF12 TCF20 TCF4 TCOF1 TCTN1 TCTN2 TCTN3 TECPR2 TFAP2A TFAP2B TFE3 TGDS TGFB3 TGFBR1 TGFBR2 TLK2 TMCO1 TMEM107 TMEM165 TMEM216 TMEM231 TMEM237 TMEM260 TMEM270 TMEM67 TONSL TP63 TRIO TRMT10A TRPM3 TSEN54 TSR2 TUBB4A TUBGCP2 TWIST1 TWIST2 TXNDC15 TXNL4A UBE2A UBE3B UBE4B UFC1 UFD1 USB1 VPS13B VPS33A VPS35L VPS37D WAC WASF1 WASHC5 WBP11 WDR19 WDR26 WDR35 WDR73 WLS WNT5A XRCC4 XYLT2 YARS1 YME1L1 YY1 ZBTB20 ZFPM2 ZIC1 ZMIZ1 ZNF407 ZNF462 ZNF668 ZNHIT3 ZPR1 HP_ABNORMAL_MITOCHONDRIAL_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_MITOCHONDRIAL_MORPHOLOGY CHCHD10 CHKB DNA2 FDXR FH FUS GGPS1 GYG1 HSD17B10 LYRM4 MFF MGME1 MRPS14 MYH14 PET117 SFXN4 SLC25A3 SPG7 SQSTM1 SUCLG1 TAFAZZIN TARDBP TBK1 TMEM126B VCP HP_ABNORMAL_MITOCHONDRIAL_NUMBER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_MITOCHONDRIAL_NUMBER CHCHD10 DNA2 GYG1 MGME1 PET117 SFXN4 HP_ABNORMAL_MITOCHONDRIAL_SHAPE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_MITOCHONDRIAL_SHAPE CHKB FDXR FH GGPS1 LYRM4 MFF MYH14 SLC25A3 SUCLG1 TMEM126B HP_ABNORMAL_MITOCHONDRIA_IN_MUSCLE_TISSUE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_MITOCHONDRIA_IN_MUSCLE_TISSUE AFG3L2 FOXRED1 MT-ATP6 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TL2 MT-TN MT-TQ MT-TS1 MT-TS2 MT-TW MYH7 NDUFA1 NDUFA11 NDUFA6 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB9 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NUBPL SDHA TIMMDC1 TMEM126B HP_ABNORMAL_MITRAL_VALVE_PHYSIOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_MITRAL_VALVE_PHYSIOLOGY ABCC6 ABCG5 ABCG8 ACTC1 ADAMTS10 ADAMTSL2 ADNP AGA AIP AKT3 ALDH18A1 ALPK3 ANKRD11 APOB ARSB B3GALT6 BAG3 BANF1 BAZ1B BCL7B BUD23 C4A CBL CCND2 CCR1 CHST14 CHST3 CITED2 CLIC2 CLIP2 COL1A1 COL1A2 COL5A1 COL5A2 COX7B CRYAB CTCF DCHS1 DNAJC30 DNMT3A DOHH DSE DTNA DZIP1 EIF4H ELN ERAP1 EXOSC5 FAR1 FAS FBLN5 FBN1 FBN2 FHL1 FHOD3 FKBP14 FKBP6 FLNA FLNC G6PC3 GATA4 GATA6 GBA1 GJA1 GLA GLB1 GNPTAB GNS GPR101 GTF2I GTF2IRD1 GTF2IRD2 HAAO HADHA HADHB HCCS HEPHL1 HEXB HLA-B IDUA IFNGR1 IL10 IL12A IL12A-AS1 IL23R IL6ST IRX5 KIF20A KLHL24 KLRC4 LDLR LDLRAP1 LIMK1 LMNA LMOD2 LOX LRPPRC LTBP2 LTBP3 LZTR1 MAN2B1 MAP3K7 MAPK1 MCTP2 MEFV METTL27 MLXIPL MTX2 MYH6 MYH7 MYL2 MYPN NCF1 NDUFB11 NF1 NKAP NKX2-5 NOTCH1 NOTCH2 PCSK9 PDSS1 PEX2 PIK3R2 PKD1 PLD1 POLG PPP1CB PRDM16 PRG4 PYROXD1 RAF1 RFC2 RIT1 RPL3L RPL5 RPS6KA3 RSPRY1 SDHD SGO1 SKI SLC22A5 SMAD3 SMAD4 SMAD6 SOX5 SPEG STAT4 STX1A SYT2 TBL2 TBX20 TGFB3 THSD1 TLL1 TLR4 TLR7 TMEM270 TNNI3 TNNT2 TPM1 TWNK TXNDC15 UBAC2 UBE2A VPS33A VPS37D XYLT1 XYLT2 ZIC3 ZMPSTE24 ZNF148 HP_ABNORMAL_MONOCYTE_COUNT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_MONOCYTE_COUNT CARD11 CLPB DDX41 ELANE G6PC3 GATA2 GFI1 IKBKB IRF8 KRAS NRAS PIK3CD PIK3CG RAC2 SRP19 SRP54 TCIRG1 WAS ZNFX1 HP_ABNORMAL_MORPHOLOGY_OF_BONY_ORBIT_OF_SKULL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_MORPHOLOGY_OF_BONY_ORBIT_OF_SKULL ADAMTS10 ALG9 CACNA1C ESCO2 FBN1 FGFR1 FGFR2 FLNB GNPTAB HERC1 HNRNPK HYMAI INPPL1 KCNJ6 LEMD2 LMNA MAF MITF MTX2 NFIX P4HB PDGFRB PLAGL1 PLOD3 POLA1 PTCH1 SERPINH1 SETBP1 SHPK SIN3A SKI TWIST1 ZMPSTE24 HP_ABNORMAL_MORPHOLOGY_OF_MUSCULATURE_OF_PHARYNX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_MORPHOLOGY_OF_MUSCULATURE_OF_PHARYNX GIPC1 LRP12 MATR3 NOTCH2NLC PLP1 RILPL1 HP_ABNORMAL_MORPHOLOGY_OF_MYOCARDIAL_TRABECULAE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_MORPHOLOGY_OF_MYOCARDIAL_TRABECULAE ACTC1 ACTN2 CALM2 COA6 DTNA HCN4 JUP LDB3 MIB1 MIPEP MYBPC3 MYH7 NONO NPPA PRDM16 SCN5A SDHA SDHD TNNT2 VARS2 HP_ABNORMAL_MORPHOLOGY_OF_THE_ABDOMINAL_MUSCULATURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_MORPHOLOGY_OF_THE_ABDOMINAL_MUSCULATURE ACTG2 ATP7A B3GLCT BRAF CANT1 CBL CD96 CDKN1C CHAMP1 CHRM3 CHRNG CHST14 COL3A1 COLEC10 COLEC11 CSGALNACT1 DIS3L2 DLK1 ELMO2 EZH2 FBN1 FLNB FOXF1 GNPTAB GPC3 GPC4 GUSB H19 IGF2 KCNQ1 KCNQ1OT1 KRAS LZTR1 MANBA MASP1 MCOLN1 MEG3 MRAS MTOR MYH3 NRAS PIGQ PORCN PPP2R3C PTPN11 RAF1 RASA2 RIT1 RMRP RRAS RRAS2 RTL1 SHPK SKI SLC25A24 SOS1 SOS2 SOX6 SPRED2 TBCK XYLT1 HP_ABNORMAL_MORPHOLOGY_OF_THE_CHOROIDAL_VASCULATURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_MORPHOLOGY_OF_THE_CHOROIDAL_VASCULATURE ABCC6 AGXT APOE C1QTNF5 CCM2 CFH CFHR1 CFHR3 CFI CLCN2 CLEC3B EFEMP1 ENPP1 FBLN1 FBLN5 FBN2 GNAQ HLA-A HMCN1 KRIT1 MAPKAPK3 PDCD10 PIK3CA PRPH2 TIMP3 XYLT1 XYLT2 HP_ABNORMAL_MORPHOLOGY_OF_THE_CONJUNCTIVAL_VASCULATURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_MORPHOLOGY_OF_THE_CONJUNCTIVAL_VASCULATURE ACVRL1 ANO10 ATM CTSA DDB2 ENG ERCC2 ERCC3 ERCC4 ERCC5 FUCA1 GDF2 GLA GNAQ LIG1 MANBA MASP1 NAGA NBN PCNA PEX6 RNF168 SASH1 SETX SMAD4 XPA XPC HP_ABNORMAL_MORPHOLOGY_OF_THE_GREAT_VESSELS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_MORPHOLOGY_OF_THE_GREAT_VESSELS AASS ABCC6 ABCC9 ABCD4 ABCG5 ABCG8 ABL1 ACSL4 ACTA2 ACTB ACVR2B ADA2 ADAMTS10 ADAMTS19 ADAR ADAT3 ADH5 ADK AEBP1 AFF4 AGGF1 AGO2 ALB ALDH18A1 ALDH1A2 ALG12 ALG3 ALG5 ALG8 ALG9 ALX1 ALX3 AMER1 AMMECR1 ANGPTL6 ANK1 ANKS6 APC2 APOB APOE ARF1 ARFGEF2 ARHGAP31 ARID1A ARID1B ARID2 ARL6IP6 ARSL ARVCF ARX ASCC1 ASXL2 ATN1 ATP2B1 ATP6V1A ATP6V1B2 B3GALT6 B3GAT3 B3GLCT BAP1 BAZ1B BCL11B BCL7B BCOR BCR BGN BICC1 BICRA BMP2 BMPR1A BMPR2 BPTF BRAF BRCA1 BRCA2 BRF1 BRIP1 BUB1 BUB1B BUB3 BUD23 C12orf57 C2CD3 CACNA1C CADM3 CALM3 CARS1 CASZ1 CBL CCDC103 CCDC22 CCDC39 CCDC40 CCDC47 CCDC65 CCNO CCNQ CD96 CDC42 CDC42BPB CDH2 CDK8 CDON CEP120 CEP57 CFAP221 CFAP298 CFAP300 CFAP53 CFAP74 CFC1 CHD4 CHD7 CHRM3 CHRNG CHST3 CHUK CIROP CITED2 CLCN7 CLIP2 CNTN1 COA6 COG6 COL18A1 COL1A1 COL1A2 COL3A1 COL5A1 COL5A2 COMT COQ4 COX7B CPLANE1 CREBBP CRELD1 CRKL CRTAP CSGALNACT1 CTCF CTU2 CUX1 CWC27 CXCR2 CXCR4 CYP7A1 DACT1 DDX11 DDX3X DDX59 DGCR2 DGCR6 DGCR8 DHCR24 DHCR7 DIS3L2 DISP1 DLK1 DLL1 DLL3 DLL4 DMPK DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB11 DNAJB13 DNAJC30 DNAL1 DNMT3A DOCK6 DOHH DPF2 DPH5 DPM1 DPYSL5 DRC1 DTNA DVL3 DYNC2LI1 DYRK1A ECE1 EED EFEMP2 EGFR EHMT1 EIF2AK3 EIF2AK4 EIF4H ELN EMILIN1 ENG ENPP1 EOGT EP300 ERCC4 ERCC6 ERCC8 ERMARD ESCO2 ESS2 EXT2 EZH2 FADD FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FBLN5 FBN1 FBN2 FGF10 FGF8 FGFR1 FGFR2 FGFR3 FIG4 FKBP14 FKBP6 FKTN FLI1 FLNA FLNB FLT4 FMR1 FOCAD FOXC1 FOXC2 FOXE3 FOXF1 FOXH1 FOXJ1 FOXP2 FRA10AC1 FTO FUT8 G6PC3 GABRD GANAB GAS1 GAS2L2 GAS8 GATA1 GATA4 GATA5 GATA6 GBA1 GDF1 GJA1 GJA5 GJA8 GLB1 GLI2 GLI3 GLYCTK GNA11 GNB2 GNPAT GP1BB GPC3 GPC4 GPC6 GTF2I GTF2IRD1 GTF2IRD2 HACD1 HCCS HDAC4 HEATR3 HES7 HEY2 HGD HIBCH HIRA HLA-B HLA-DRB1 HNRNPK HPGD HRAS HSPG2 HTRA2 HYDIN HYMAI IDS IFIH1 IFNG IFT140 IFT27 IFT43 IGBP1 IGF2 IL12B INTU IPO8 ITPR1 JAG1 JMJD1C KANSL1 KAT6A KAT6B KAT8 KCNAB2 KCNE5 KCNH1 KCNJ8 KCNN3 KCNQ2 KCNT1 KDM3B KDM6A KDR KMT2A KMT2B KMT2D KRAS KYNU LARS2 LDLR LDLRAP1 LFNG LIFR LIMK1 LMBRD1 LMNA LMX1B LOX LRPPRC LRRC56 LSM11 LTBP1 LTBP4 LUZP1 LZTR1 MAD2L2 MAF MAP1B MAP2K1 MAP3K7 MAPK1 MAPKAPK5 MASP1 MAT2A MCIDAS MCTP2 MED11 MED12 MED13L MED25 MEG3 MEGF8 MEIS2 MESP2 METTL27 MFAP5 MGAT2 MGP MID1 MKKS MKS1 MLX MLXIPL MMP14 MMP2 MMP21 MMP23B MRAS MRPS16 MYCN MYH11 MYH3 MYH7 MYLK MYOCD MYPN MYRF NAA10 NAA20 NADSYN1 NAE1 NCAPG2 NCF1 NDUFB11 NEDD4L NEK10 NEK8 NEK9 NF1 NFIX NIPA1 NIPA2 NKAP NKX2-5 NKX2-6 NME5 NME8 NOD2 NODAL NONO NOTCH1 NOTCH2 NOTCH3 NPHP3 NPR3 NR2F2 NRAS NSD1 NSMCE2 NXN OCLN ODAD1 ODAD2 ODAD3 ODAD4 OFD1 OSGEP OTUD5 P4HA2 PACS1 PAH PAK2 PALB2 PCGF2 PCNT PCSK9 PDPN PEX1 PEX19 PGM1 PGM3 PHGDH PIGA PIGL PIGN PIGO PIGT PIK3R2 PKD1 PKD1L1 PKD2 PLAGL1 PLCB1 PLCB3 PLCH1 PLD1 PLOD1 PLXND1 POGZ POLA1 POLR1A POLR1B POLR1C POLR1D PORCN PPFIBP1 PPP1CB PPP2R1A PQBP1 PRDM13 PRDM16 PRDM6 PRIM1 PRKACB PRKCD PRKCZ PRKG1 PSMD12 PTCH1 PTEN PTH1R PTPN11 PTPN22 PUF60 QRICH1 RAB23 RAC1 RAD21 RAD51 RAD51C RAF1 RAI1 RASA2 RBM10 RBM8A RBP4 RBPJ RERE RFC2 RFWD3 RIN2 RIPPLY2 RIT1 RNASEH2A RNASEH2B RNASEH2C RNU4ATAC RNU7-1 ROBO1 ROBO4 ROR2 RPGR RPL10 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RRAS RRAS2 RREB1 RSPH1 RSPH3 RSPH4A RSPH9 RSPO2 RSPRY1 RTL1 SALL1 SALL4 SAMD9 SAMHD1 SCN1A SCN2A SEC24C SEMA3E SETD2 SF3B2 SF3B4 SFTPB SH3PXD2B SHANK3 SHH SIK3 SIX3 SIX6 SKI SKIC2 SKIC3 SLC12A5 SLC25A22 SLC25A24 SLC29A3 SLC2A10 SLC34A2 SLC35A2 SLC37A4 SLX4 SMAD2 SMAD3 SMAD4 SMAD6 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMC5 SMG8 SMG9 SMOC1 SNRPB SNRPN SNX10 SNX14 SON SOS1 SOS2 SOX11 SOX2 SOX4 SPAG1 SPECC1L SPEF2 SPEN SPRED2 SPTBN1 SRCAP SRY SSR4 STAG2 STIL STK36 STRA6 STX1A STXBP1 SUCLG1 SUFU SUPT16H TAB2 TALDO1 TAOK1 TBC1D24 TBL2 TBX1 TBX2 TBX20 TBX4 TBX5 TCIRG1 TCOF1 TDGF1 TELO2 TFAP2B TGDS TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 TGIF1 THOC6 THSD1 THSD4 TKT TLL1 TMCO1 TMEM260 TMEM270 TMEM94 TMTC3 TNFSF11 TNNT2 TP63 TPM2 TPM3 TRAF7 TRAIP TREX1 TRIO TRIP11 TRIP13 TRIP4 TRPV6 TRRAP TSC1 TSC2 TSFM TSR2 TTC12 TTC26 TUBG1 TWIST1 UBE2A UBE2T UBE3B UBE4B UBR7 UFC1 UFD1 UMPS UNC45B UQCRFS1 USP18 USP9X VAC14 VPS33A VPS35L VPS37D WAC WASHC5 WDPCP WDR26 WDR35 WDR37 WLS WNT4 WRN WT1 XRCC2 YY1 YY1AP1 ZBTB7A ZEB2 ZFPM2 ZIC2 ZIC3 ZMIZ1 ZMPSTE24 ZMYM2 ZMYND10 ZNF148 ZNF462 ZNF699 HP_ABNORMAL_MORPHOLOGY_OF_THE_LIMBIC_SYSTEM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_MORPHOLOGY_OF_THE_LIMBIC_SYSTEM ABCA7 ATP1A3 BICRA CAMTA1 CARS2 CEP85L CLCN3 CNPY3 CNTN2 CPA6 CPLX1 DCC DNAL4 DPYSL5 EML1 FGFR2 GABRA1 GABRG2 GRIN1 GRM7 KDM4B MACF1 MTHFD1 NDE1 NEK1 NR2F1 NTN1 OSTM1 PCDH19 POU4F1 RAD51 RNU4ATAC SCN1A SCN1B SCN2A SCN9A SLC35A2 SLITRK2 STAMBP TBC1D24 TCF4 TUBA1A TUBB3 VAX1 VPS13A VPS51 ZEB2 HP_ABNORMAL_MORPHOLOGY_OF_THE_MUSCULATURE_OF_THE_NECK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_MORPHOLOGY_OF_THE_MUSCULATURE_OF_THE_NECK ACTA1 ALG9 ALS2 ANO3 ATP13A2 ATP1A3 B3GALT6 CACNA1A CDK10 CEP85L CIZ1 CNP COL12A1 COL25A1 COL6A1 COL6A2 COL6A3 COLEC11 COX20 CP DDC DRD2 FLI1 FOXP2 FUS GCH1 GDAP2 GDF3 GDF6 GNAL GRIK2 HK1 HPCA IMPDH2 ITGA7 KCNC3 KCNN2 KCTD17 KIF1C KIF21A KMT2B MAPT MEOX1 MYF5 NAA10 NAXE NEK9 NKX6-2 NR4A2 PCGF2 PHOX2A PNKD PPP2R5D PRDX3 PRKAR1B PRKRA PRRT2 RNF170 ROBO3 SCP2 SGCE SIGMAR1 SOX10 SPG11 SPTBN1 SPTLC1 SUPT16H SYNGAP1 TBP TGFB2 TGM6 THAP1 TMEM151A TOR1A TRPM3 TRPV4 TUBA1A TUBB2B TUBB3 TUBB4A VPS11 VPS13D VPS16 ZNF142 HP_ABNORMAL_MORPHOLOGY_OF_THE_NASAL_ALAE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_MORPHOLOGY_OF_THE_NASAL_ALAE ABCA4 ABCA5 ABCC8 ABCC9 ACSL4 ACTB ACTG2 ADAMTS3 ADAMTSL2 ADGRG6 ADNP ADSL AFF4 AGA AGBL5 AHI1 AHR AIFM1 AIMP2 AKT1 ALDH6A1 ALG13 ALG9 ALX1 ALX4 AMMECR1 ANKRD11 ANKRD17 ANTXR1 AP2M1 ARHGEF18 ARID1A ARID1B ARID2 ARL13B ARL2BP ARL3 ARL6 ARMC9 ARSL ARX ASH1L ASXL1 ASXL3 ATAD3A ATIC ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 ATRX AUTS2 B3GALT6 B3GLCT B9D1 B9D2 BAP1 BBS1 BBS2 BCL11A BCR BEST1 BICRA BLTP1 BMP2 BRAF BRCA1 BRCC3 BRD4 BRF1 BUB1B CA4 CACNA1B CAMTA1 CANT1 CASK CBL CBY1 CC2D2A CCDC8 CCNK CD96 CDC42 CDC42BPB CDH11 CDHR1 CDKL5 CDON CENPJ CEP104 CEP120 CEP290 CEP41 CEP55 CERKL CERT1 CFAP418 CHD2 CHMP1A CHN1 CKAP2L CLCF1 CLP1 CLRN1 CNGA1 CNGB1 CNOT2 CNOT3 COG1 COL11A1 COL11A2 COL27A1 COL2A1 COL3A1 CPLANE1 CPSF3 CRB1 CREBBP CRIPT CRKL CRLF1 CRX CSGALNACT1 CSNK2A1 CSPP1 CTCF CTNNB1 CUL7 CWC27 DDB1 DDB2 DDR2 DDX3X DEAF1 DGCR2 DGCR6 DGCR8 DHCR24 DHCR7 DHDDS DHX37 DHX38 DICER1 DIS3L2 DISP1 DLK1 DLL1 DLL3 DMXL2 DNMT3A DNMT3B DOCK3 DOCK7 DPF2 DPYD DVL1 DVL3 DYNC1I2 DYRK1A EBF3 ECEL1 EDA EDEM3 EDN3 EDNRB EFTUD2 EHMT1 EIF5A ELN ERCC2 ERCC3 ERCC4 ERCC5 ERF ESCO2 ESS2 EXOSC1 EXOSC2 EXT1 EXT2 EXTL3 EYA1 EYS FAM149B1 FAM161A FAM20C FBN1 FBXO31 FGD1 FGF3 FGF8 FGFR1 FGFR2 FGFR3 FH FIG4 FLI1 FLII FLNB FOXH1 FRAS1 FREM2 FRMD4A FSCN2 FTO FZD2 GAD1 GAS1 GBA1 GDF11 GJA1 GJA5 GJA8 GLI2 GLI3 GLUL GMNN GNAI1 GNAO1 GNPAT GNPTAB GNS GPAA1 GPC3 GPC4 GPC6 GRIN1 GRIP1 GRM7 GUCA1B H3-3A H4C5 HDAC4 HDAC8 HECW2 HES7 HGSNAT HIC1 HIVEP2 HK1 HNRNPH2 HNRNPK HOXB1 HPDL HRAS HYLS1 IARS2 IDH3A IDH3B IDUA IER3IP1 IFT122 IFT140 IFT172 IFT43 IFT52 IFT74 IFT88 IL6ST IMPDH1 IMPG1 IMPG2 INPP5E INPPL1 INSR IQSEC2 IRX5 KANSL1 KATNB1 KATNIP KCNA1 KCNE5 KCNH1 KCNJ11 KCNJ6 KCNJ8 KCTD1 KDM1A KDM4B KIAA0586 KIAA0753 KIAA1549 KIF11 KIF14 KIF15 KIF1A KIZ KLHL15 KLHL7 KMT2D KNSTRN KRAS LFNG LIFR LMBR1 LMBRD2 LONP1 LRAT LRPPRC LTBP3 MAB21L1 MADD MAFB MAK MAP2K1 MAP2K2 MAP3K7 MAPK1 MAPK8IP3 MARS2 MECP2 MED12 MED12L MED25 MED27 MEF2C MEG3 MEGF8 MERTK MESP2 METTL23 MGP MICU1 MID1 MIPEP MITF MKS1 MLXIPL MN1 MPLKIP MSL3 MTX2 MVK MYCN MYH3 MYMK MYMX MYO18B NAA10 NALCN NARS2 NEDD4L NEK2 NEUROD2 NEXMIF NF1 NFIA NFIB NFIX NGLY1 NIPBL NODAL NOG NOTCH2 NOVA2 NPHP1 NR2E3 NR2F1 NRAS NRL NSD1 NSRP1 NSUN2 NXN OBSL1 OCLN OFD1 ORC4 PAFAH1B1 PAH PAICS PAK3 PAM16 PARS2 PAX1 PAX3 PBX1 PCARE PCNT PDE4D PDE6A PDE6B PDE6D PDE6G PDHA1 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PHF21A PHIP PIBF1 PIEZO2 PIGA PIGF PIGN PIGP PIGQ PIGT PIGY PIK3C2A PIK3CD PIK3R1 PLCB3 PLCH1 PLEC PLK4 PLOD3 PMM2 PNKP POLG2 POLR3A POLRMT POMGNT1 PORCN POU1F1 POU4F1 PPM1D PPP1CB PPP1R15B PPP1R21 PPP2R1A PPP2R3C PRCD PRKAR1A PRKD1 PRMT7 PROM1 PRPF3 PRPF31 PRPF4 PRPF6 PRPF8 PRPH2 PRPS1 PTCH1 PTEN PTH1R PTPRF PUF60 PURA PUS7 PYCR1 PYCR2 RAB18 RAB3GAP1 RAB3GAP2 RAC1 RAC3 RAD21 RAI1 RALA RALGAPA1 RBM10 RBM8A RBP3 RDH11 RDH12 RECQL RECQL4 REEP6 RERE RGR RHO RHOA RHOBTB2 RIC1 RIPK4 RIPPLY2 RLBP1 RMRP RNF125 RNF2 RNU4ATAC ROM1 ROR2 RP1 RP1L1 RP2 RP9 RPE65 RPGR RPGRIP1L RPS6KA3 RTL1 SAG SALL4 SATB2 SC5D SCAPER SCARF2 SCN1A SCN1B SCN2A SCNM1 SEC23A SEMA4A SETBP1 SETD1A SETD5 SH3PXD2B SHH SHOC2 SIK1 SIM1 SIN3A SIX3 SKI SKIC3 SLC17A5 SLC25A22 SLC25A46 SLC26A2 SLC29A3 SLC2A1 SLC32A1 SLC37A4 SLC6A1 SLC6A9 SLC7A14 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMG9 SMOC1 SMS SNRNP200 SNRPN SNX14 SOX10 SOX11 SOX4 SPATA5 SPATA7 SPECC1L SPEN SPOP SPTBN1 SRCAP SUFU SUMF1 SYNGAP1 TAF1 TAF6 TAPT1 TBC1D20 TBC1D24 TBCK TBX1 TBX6 TCF4 TCTN1 TCTN2 TCTN3 TDGF1 TGIF1 TMCO1 TMEM138 TMEM216 TMEM218 TMEM231 TMEM237 TMEM53 TMEM67 TMEM70 TMEM94 TMLHE TOGARAM1 TONSL TOPORS TOR1A TP63 TRIM8 TRIO TRIP11 TRIP12 TRMT10A TRPM3 TRPS1 TRPV6 TRRAP TTC26 TTC8 TUB TUBGCP4 TUBGCP6 TULP1 TWIST1 TWIST2 TXNDC15 TXNL4A UBE2A UBE3B UBR1 UFC1 UNC80 USB1 USH2A USP9X VAC14 VPS35L VPS51 WDR19 WDR26 WDR35 WDR4 WLS WNT5A WWOX XPA XPC XYLT1 YWHAE ZBTB20 ZBTB24 ZC4H2 ZIC2 ZMYM2 ZNF292 ZNF408 ZNF423 ZNF462 ZNF513 ZNF699 ZNHIT3 ZSWIM6 HP_ABNORMAL_MORPHOLOGY_OF_THE_OLFACTORY_BULB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_MORPHOLOGY_OF_THE_OLFACTORY_BULB CDON CILK1 COL25A1 DISP1 DLL1 ERBB3 FGF8 FGFR1 FOXH1 FOXP2 GAS1 GLI2 GSX2 KIAA0586 KIF21A NODAL PHOX2A PLCH1 POU3F3 PROK2 PROKR2 PTCH1 SEMA3A SHH SIX3 SMC1A SMCHD1 STAG2 STIL TDGF1 TGIF1 TUBA1A TUBB2B TUBB3 ZIC2 ZSWIM6 HP_ABNORMAL_MORPHOLOGY_OF_THE_PROXIMAL_PHALANX_OF_THE_HALLUX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_MORPHOLOGY_OF_THE_PROXIMAL_PHALANX_OF_THE_HALLUX FGFR1 FGFR2 FIG4 IHH RAB23 VAC14 HP_ABNORMAL_MORPHOLOGY_OF_ULNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_MORPHOLOGY_OF_ULNA AGA ANAPC1 APC B2M B3GALT6 B3GAT3 B4GALT7 BAZ1B BCL7B BCOR BGN BHLHA9 BICRA BMPR1B BRAF BRCA1 BRCA2 BRD4 BRIP1 BUD23 CANT1 CBL CCDC8 CHD7 CHST3 CHSY1 CLIP2 COL10A1 COL11A1 COL2A1 COLEC10 COLEC11 COMP CPLX1 CSGALNACT1 CTBP1 CUL7 DHODH DNAJC30 DONSON DYNC2H1 EIF4H ELN ERCC4 ESCO2 EXOC6B EXT1 EXT2 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FGFR2 FGFR3 FGFRL1 FKBP6 FLNA FLNB GDF5 GSC GTF2I GTF2IRD1 GTF2IRD2 HDAC8 HOXA11 IFT43 IHH JAG1 KAT6B KRAS LAMA5 LETM1 LIMK1 LMBR1 LRP4 LZTR1 MACROH2A1 MAD2L2 MAF MAGEL2 MAP2K1 MAP2K2 MASP1 MECOM METTL27 MLXIPL MMP13 MMP9 MRAS NCF1 NDN NIPBL NOG NRAS NSD2 OBSL1 PALB2 PCNT PDE4D PIEZO2 PIGT PITX1 PLXND1 POR PRKAR1A PRKG2 PTPN11 RAB3GAP2 RAD21 RAD51 RAD51C RAF1 RASA2 RBM8A RECQL4 REV3L RFC2 RFWD3 RIPK4 RIT1 ROR2 RPL26 RRAS RRAS2 SALL4 SCARF2 SETBP1 SF3B4 SHOX SLC26A2 SLX4 SMAD6 SMC1A SMC3 SNRPN SOS1 SOS2 SPRED2 STX1A TBL2 TBX22 TBX3 TBX5 TGFB1 TMEM270 TNFRSF11A TWIST1 UBE2T VPS35L VPS37D WNT7A XRCC2 XYLT1 HP_ABNORMAL_MOTOR_EVOKED_POTENTIALS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_MOTOR_EVOKED_POTENTIALS CPT1C CYP27A1 GJC2 KPNA3 NEFL RTN2 SACS SLC33A1 STUB1 UBAP1 WASHC5 HP_ABNORMAL_MOTOR_NERVE_CONDUCTION_VELOCITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_MOTOR_NERVE_CONDUCTION_VELOCITY AARS1 ATP11A ATXN1 BSCL2 CCT5 CNTNAP1 CTDP1 DCAF8 DEGS1 DNAJC3 EGR2 FBXO38 FGD4 FIG4 FXN GARS1 GDAP1 GJB1 GJC2 HK1 HPDL HSPB1 HYCC1 ITPR3 JPH1 KIF1B LIG3 LITAF LMNA LRSAM1 MED25 MEGF10 MFN2 MORC2 MPZ MTMR2 NALCN NDRG1 NEFL NOTCH2NLC PLEKHG5 PMP22 PNKP POLG PRPS1 PRX PTRH2 RAB7A REEP1 RRM2B SACS SBF2 SCP2 SETX SH3TC2 SIGMAR1 SLC12A6 SLC5A7 SORD SPTLC1 SPTLC2 TBC1D20 TDP1 TRIM2 TYMP UQCRC1 VCP YARS1 HP_ABNORMAL_MOVEMENTS_OF_FACE_AND_HEAD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_MOVEMENTS_OF_FACE_AND_HEAD ADNP AFF3 ANK3 ATG7 BRAF CACNA1B CACNA2D1 CAMK2B CDKL5 CERT1 CRB1 DDC DHX30 DPAGT1 EEF1A2 FOXG1 GABBR2 GLYCTK GNB2 GRIK2 GRIN1 GUCY2D H4C5 HNRNPK HTT KAT5 KIF15 MAPK1 MBD5 MECP2 NEXMIF NMNAT1 NTNG1 NTNG2 OCA2 PDE2A PGAP3 PIGF PUS7 RAI1 RHOBTB2 RPE65 SHANK3 SMC1A SNRPN SPTBN1 SVBP TAOK1 TPR TRAPPC9 TULP1 UBE3A VPS13A ZBTB18 ZEB2 ZSWIM6 HP_ABNORMAL_MOVEMENTS_OF_THE_UPPER_EXTREMITIES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_MOVEMENTS_OF_THE_UPPER_EXTREMITIES AFF2 AP1S2 ASXL3 BCL11A CACNA1B CCNK CDK19 CDKL5 CELF2 CHD8 CIC CNTNAP2 CSNK2A1 CUX2 DHPS DHX30 DYRK1A FMR1 GABBR2 GNAI1 GRIA2 GRIK2 GRIN1 GRIN2A H4C5 HDAC4 HECW2 HERC2 HNRNPH2 IQSEC2 KCNB1 KMT5B LARP7 LMNB1 MBD5 MECP2 MGAT2 NAA20 NACC1 NEXMIF NOVA2 NTNG1 OCA2 PDZD8 PRKAR1B SATB1 SMC1A SYNGAP1 TRAPPC6B TRAPPC9 UBE3A VAMP2 ZBTB18 HP_ABNORMAL_MOVEMENTS_OF_THE_WHOLE_BODY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_MOVEMENTS_OF_THE_WHOLE_BODY AFF2 DPAGT1 GNB2 KIF15 NEXMIF RAI1 WDR26 YME1L1 ZSWIM6 HP_ABNORMAL_MUSCLE_FIBER_ALPHA_DYSTROGLYCAN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_MUSCLE_FIBER_ALPHA_DYSTROGLYCAN CRPPA DAG1 FKRP FKTN GMPPB GOSR2 LARGE1 POMGNT1 POMK POMT1 POMT2 HP_ABNORMAL_MUSCLE_FIBER_MEROSIN_EXPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_MUSCLE_FIBER_MEROSIN_EXPRESSION FKRP LAMA2 MYH7 SELENON TTN HP_ABNORMAL_MUSCLE_FIBER_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_MUSCLE_FIBER_MORPHOLOGY AARS2 ABCA7 ACTA1 ACTN2 ADGRG6 ADSS1 AFG3L2 AGRN AGTPBP1 AHCY AIFM1 AK9 ALDOA ALG14 ALG2 ALS2 ANO5 ANXA11 APP ASCC1 BCS1L BIN1 BVES CACNA1S CAPN3 CARS2 CASQ1 CAV3 CAVIN1 CCDC174 CCDC78 CFL2 CHAT CHCHD10 CHKB CHRNA1 CHRNB1 CHRND CHRNE CLCN6 CNBP COL12A1 COL13A1 COL6A1 COL6A2 COL6A3 COLQ COQ2 COQ5 COX11 CPT2 CRPPA CRYAB CTBP1 DAG1 DES DGUOK DHX16 DMD DNAJB6 DNM2 DOK7 DPAGT1 DPM3 DYNC1H1 DYSF EARS2 EMD EMILIN1 FBXL4 FHL1 FKBP14 FKRP FKTN FLNC FUS FXR1 GABRA3 GARS1 GDAP1 GFER GFPT1 GGPS1 GIPC1 GLI3 GMPPB GNE GOLGA2 GOSR2 GYG1 HACD1 HEXB HNRNPA1 HNRNPA2B1 HNRNPDL HNRNPK HPDL IFIH1 ISCU ITGA7 JAG1 JAG2 KBTBD13 KCNA1 KCNE3 KCNJ18 KIF5A KLHL40 KLHL41 KY LAMA2 LAMB2 LAMP2 LARGE1 LDB3 LIG3 LMNA LMOD2 LMOD3 LPIN1 LRIF1 LRP12 LRP4 LYRM4 MAP3K20 MATR3 MB MEGF10 MGME1 MICU1 MIEF2 MIPEP MLIP MSTO1 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-RNR1 MT-TC MT-TE MT-TF MT-TH MT-TI MT-TK MT-TL1 MT-TL2 MT-TN MT-TP MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTM1 MTMR14 MUSK MYF6 MYH14 MYH2 MYH7 MYL1 MYL2 MYO18B MYO9A MYOT MYPN NARS2 NDUFA4 NDUFB3 NDUFS4 NEB NEFH NEFL NEK9 NOTCH2NLC NUBPL OBSCN OPA1 ORAI1 PABPN1 PFKM PHKA1 PLEC PLIN4 PLOD1 PNPLA2 PNPT1 POLG POLG2 POLRMT POMGNT1 POMK POMT1 POMT2 POPDC3 PPARG PSEN1 PSEN2 PUS1 PYROXD1 RAPSN REEP1 RILPL1 RNASEH1 RRM2B RYR1 RYR3 SARS2 SCN4A SCO2 SDHA SELENON SGCA SGCB SGCG SIGMAR1 SIL1 SLC12A6 SLC18A3 SLC25A1 SLC25A12 SLC25A26 SLC25A32 SLC25A4 SLC25A42 SLC5A6 SLC5A7 SMN1 SMPX SNAP25 SORL1 SPEG SPG11 SPG7 SPTBN4 SPTLC1 SQSTM1 STAC3 STIM1 SUCLG1 SYNE1 SYNE2 SYT2 TCAP TIA1 TK2 TMEM43 TNNC2 TNNT1 TNPO3 TNXB TOMM40 TOR1AIP1 TPM2 TPM3 TRAPPC11 TREM2 TRIM32 TRIP4 TRMU TRPV4 TTN TWNK TYMP UBA1 UNC45B UQCRQ VAMP1 VCP VMA21 VPS13A YARS2 YME1L1 HP_ABNORMAL_MUSCLE_FIBER_PROTEIN_EXPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_MUSCLE_FIBER_PROTEIN_EXPRESSION CAV3 COL12A1 COL6A1 COL6A2 COL6A3 CRPPA CRYAB DAG1 DMD DYSF EMD FHL1 FKRP FKTN GFER GMPPB GOSR2 LAMA2 LARGE1 LMNA MYH7 MYOT POMGNT1 POMK POMT1 POMT2 SELENON SYNE1 SYNE2 TMEM43 TTN HP_ABNORMAL_MUSCLE_FIBER_TYPE_DISTRIBUTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_MUSCLE_FIBER_TYPE_DISTRIBUTION ACTA1 ACTN2 AGRN AGTPBP1 AK9 ALG14 ALG2 ANXA11 BIN1 CAV3 CCDC78 CFL2 CHRNA1 CHRNB1 CHRND CHRNE CLCN6 COL13A1 COL6A1 COL6A2 COL6A3 COLQ COQ5 DNM2 DOK7 DPAGT1 DYNC1H1 EMILIN1 FBXL4 FKBP14 FXR1 GARS1 GDAP1 GFPT1 GMPPB GYG1 KBTBD13 KCNA1 KLHL40 KLHL41 KY LAMB2 LMOD3 LRP4 MAP3K20 MB MTMR14 MUSK MYF6 MYH14 MYH2 MYH7 MYL1 MYPN NEB OBSCN PNPT1 POLG POLRMT POMT1 RAPSN REEP1 RYR1 RYR3 SCN4A SELENON SGCG SLC25A12 SLC5A6 SMN1 SPEG SPTLC1 STIM1 TNNC2 TNNT1 TPM2 TPM3 TTN TWNK UNC45B VCP YME1L1 HP_ABNORMAL_MUSCLE_GLYCOGEN_CONTENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_MUSCLE_GLYCOGEN_CONTENT ENO3 GAA GYG1 GYS1 MSTO1 MT-TE PFKM PHKA1 PHKA2 PHKB PHKG2 PYGM TRMU HP_ABNORMAL_MUSCLE_TISSUE_METABOLITE_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_MUSCLE_TISSUE_METABOLITE_CONCENTRATION ABHD5 ACTA1 AFG3L2 CACNA1S CHCHD10 COL12A1 COL25A1 COL6A1 COL6A2 COL6A3 COQ2 COQ8A COQ9 COX6A2 CPT2 ENO3 GAA GABRA3 GYG1 GYS1 ISCU KBTBD13 KCNE3 KCNJ18 KLHL41 MIPEP MSTO1 MT-TE MT-TN MT-TS1 MYH7 MYPN NDUFA4 NDUFS4 NEB PDSS2 PFKM PHKA1 PHKA2 PHKB PHKG2 PNPLA2 PYGM SCN4A SDHA SELENON SLC22A5 STAC3 SUCLG1 SURF1 TPM2 TPM3 TRMU TTN ZFHX4 HP_ABNORMAL_MUSCULOSKELETAL_PHYSIOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_MUSCULOSKELETAL_PHYSIOLOGY AARS1 ABCA12 ABCC6 ABCC8 ABCC9 ABCD1 ABCD4 ABHD12 ABL1 ACADM ACADS ACAN ACER3 ACP5 ACTA1 ACTB ACTG1 ACTG2 ACVR1 ADAMTS10 ADAMTS17 ADAMTS2 ADAMTS3 ADAMTSL2 ADAMTSL4 ADAR ADAT3 ADCY6 ADGRG1 ADGRG6 ADGRL1 ADGRV1 ADNP AEBP1 AFF4 AGA AGPAT2 AGRN AGTPBP1 AGXT AHDC1 AHSG AIFM1 AIMP1 AIMP2 AIP AKT1 ALAD ALDH18A1 ALDH3A2 ALG1 ALG12 ALG13 ALG14 ALG2 ALG3 ALG8 ALG9 ALMS1 ALOX12B ALOXE3 ALPL ALS2 ALX1 ALX3 AMER1 AMMECR1 ANAPC1 ANKH ANKLE2 ANKRD11 ANKRD17 ANKRD55 ANO5 ANOS1 ANTXR1 ANTXR2 AP1G1 AP1S2 AP2S1 AP4B1 AP4E1 AP4M1 AP4S1 APC APC2 ARCN1 ARF1 ARFGEF2 ARID1A ARID1B ARID2 ARMC5 ARPC4 ARSB ARVCF ARX ASAH1 ASCC1 ASH1L ASPA ASPH ASPN ASXL1 ASXL2 ASXL3 ATAD1 ATL1 ATL3 ATN1 ATP11A ATP2A1 ATP5F1D ATP6AP1 ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 ATP7A ATP7B ATPAF2 ATR ATRIP ATRX AUTS2 B2M B3GALT6 B3GAT3 B3GLCT B4GALT7 B9D2 BAG3 BANF1 BAZ1B BCAS3 BCL11A BCL7B BCOR BCR BGN BHLHA9 BICD2 BICRA BIN1 BLNK BLTP1 BMP1 BMP15 BMP2 BMP6 BMPER BMPR1A BMPR1B BNC1 BPNT2 BRAF BRAT1 BRD4 BRF1 BRPF1 BSCL2 BTK BUD23 C12orf4 C18orf32 C19orf12 C1R C1S C2orf69 C4A CA2 CACNA1A CACNA1C CACNA1E CADM3 CAMK2A CAMLG CAMTA1 CANT1 CAPN3 CARS1 CASR CASZ1 CAV1 CAVIN1 CBL CBS CCBE1 CCDC134 CCDC141 CCDC22 CCDC32 CCDC47 CCDC8 CCN2 CCN6 CCND1 CCNQ CCR1 CCR6 CCT5 CD244 CD247 CD79A CD79B CD96 CDC42 CDC42BPB CDC45 CDC6 CDC73 CDH11 CDH23 CDH3 CDK13 CDK5 CDKN1A CDKN1B CDKN1C CDKN2B CDKN2C CDON CDT1 CENPE CENPJ CENPT CEP104 CEP152 CEP55 CEP57 CFL2 CHAMP1 CHAT CHD3 CHD4 CHD7 CHEK2 CHMP1A CHN1 CHP1 CHRNA1 CHRNB1 CHRND CHRNE CHRNG CHST11 CHST14 CHST3 CHSY1 CIITA CISD2 CKAP2L CLCF1 CLCN3 CLCN5 CLCN7 CLDN11 CLIC2 CLIP2 CLPB CLTCL1 CNTN1 CNTNAP1 COASY COG1 COG5 COL11A1 COL11A2 COL12A1 COL13A1 COL17A1 COL18A1 COL1A1 COL1A2 COL25A1 COL27A1 COL2A1 COL3A1 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 COL7A1 COL9A1 COL9A2 COL9A3 COLEC10 COLEC11 COLQ COMP COMT COPB2 COQ7 COX11 COX4I1 COX4I2 CPLX1 CPOX CPT2 CREB3L1 CREBBP CRKL CRLF1 CRPPA CRTAP CSGALNACT1 CSNK2A1 CTBP1 CTC1 CTCF CTDP1 CTNNB1 CTNND2 CTNS CTSK CUL4B CUL7 CYB5A CYBA CYBB CYP11A1 CYP11B1 CYP17A1 CYP19A1 CYP26B1 CYP27A1 CYP27B1 CYP2R1 DAG1 DARS2 DBH DCAF17 DCC DCHS1 DCPS DCX DDB1 DDB2 DDHD2 DDOST DDR2 DDRGK1 DDX3X DDX6 DEAF1 DEGS1 DHCR24 DHODH DHX16 DHX30 DHX37 DISP1 DKC1 DKK1 DLG4 DLK1 DLL1 DLL3 DMD DMP1 DMRT3 DNA2 DNAJB6 DNAJC21 DNAJC30 DNAL4 DNM2 DNMT1 DNMT3A DOK7 DONSON DPAGT1 DPF2 DPH1 DPH2 DPM1 DPM2 DPP6 DPYD DPYSL5 DSE DSP DST DUSP6 DVL1 DVL3 DYM DYNC2LI1 DYRK1A DYSF EBP ECE1 ECEL1 EED EFEMP2 EFL1 EFNB1 EHHADH EIF4A3 EIF4H EIF5A ELANE ELN ELOVL4 ELP1 EMD EMG1 EMILIN1 EN1 ENPP1 EP300 EPB41L1 EPCAM EPG5 ERAP1 ERBB3 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ERGIC1 ERLIN1 ERLIN2 ERMARD ESCO2 ESR1 EVC EVC2 EXOC2 EXOC6B EXOC7 EXOC8 EXOSC3 EXOSC5 EXOSC8 EXOSC9 EXT1 EXT2 EXTL3 EYA1 EZH2 F8 FAM111A FAM111B FAM20C FAN1 FANCC FANCI FAR1 FARSA FARSB FAS FAT4 FBLN1 FBLN5 FBN1 FBN2 FBXL3 FBXO28 FBXW11 FCSK FDFT1 FERMT1 FEZF1 FGD1 FGF16 FGF17 FGF23 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFRL1 FHL1 FIBP FIG4 FIP1L1 FITM2 FKBP10 FKBP14 FKBP6 FKRP FKTN FLI1 FLII FLNA FLNB FLNC FLRT1 FLRT3 FLVCR1 FLVCR2 FMR1 FN1 FOCAD FOS FOXA2 FOXE1 FOXH1 FOXP1 FOXP2 FOXP3 FSHB FSHR FUCA1 FUS FUT8 FUZ FZD2 FZD4 GABRA1 GABRD GABRG2 GAD1 GALNS GAN GARS1 GAS1 GATA1 GATA2 GATA4 GATAD2B GATM GBA1 GBE1 GCH1 GCK GDAP1 GDF11 GDF3 GDF5 GDF6 GET4 GFM2 GFPT1 GH1 GHR GHRHR GHSR GJA1 GJA5 GJA8 GJB1 GJB2 GJB6 GK GLB1 GLDN GLE1 GLI1 GLI2 GLI3 GLRA1 GLRB GLUL GMNN GMPPB GNAI3 GNAS GNB1 GNB2 GNE GNPAT GNPTAB GNPTG GNRH1 GNRHR GNS GOLGA2 GON7 GORAB GP1BB GPC3 GPC4 GPC6 GPHN GPKOW GPR101 GPT2 GPX4 GRB10 GRIA3 GRIA4 GRID2 GRIN1 GSC GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GTPBP2 GUSB GZF1 H1-4 H19 H3-3A H3-3B H4C5 H4C9 HABP2 HACD1 HBA1 HBA2 HBB HCN1 HDAC4 HDAC8 HEPHL1 HERC1 HES7 HESX1 HEXB HFE HGD HGSNAT HIKESHI HINT1 HIRA HK1 HLA-B HLA-DRB1 HMBS HMGA2 HNF1B HNRNPA1 HNRNPA2B1 HNRNPDL HNRNPH1 HNRNPH2 HNRNPK HOXA11 HOXA13 HOXD13 HPDL HPGD HRAS HS2ST1 HS6ST1 HSD11B1 HSD17B4 HSPB1 HSPD1 HSPG2 HTRA1 HUWE1 HYAL1 HYMAI IARS1 IARS2 IBA57 IDH1 IDH2 IDS IDUA IER3IP1 IFIH1 IFITM5 IFNGR1 IFT122 IFT43 IFT52 IFT57 IGF1 IGF1R IGF2 IGFALS IGHM IGHMBP2 IGLL1 IHH IKBKG IL10 IL12A IL12A-AS1 IL12RB1 IL17RD IL1R1 IL1RAPL1 IL1RN IL23R IL2RA IL2RB IL6ST IMPDH2 INF2 INPP5K INPPL1 INS INSR IPO8 IQSEC2 IRF2BP2 IRF5 IRF6 IRX5 ITCH ITGA7 ITGB2 ITGB4 ITGB6 JAG2 JARID2 JMJD1C JUP KANSL1 KARS1 KAT6B KBTBD13 KCNAB2 KCNH1 KCNJ11 KCNJ2 KCNJ5 KCNJ6 KCNJ8 KCNK9 KCNMA1 KCNN3 KCNQ1 KCNQ1OT1 KDELR2 KDM1A KDM3B KDM5B KDM5C KDM6A KDM6B KIAA0319L KIAA0753 KIDINS220 KIF14 KIF15 KIF1A KIF1B KIF21A KIF22 KIF26A KIF5A KIF5C KISS1 KISS1R KIT KLC2 KLHL40 KLHL41 KLHL7 KLHL9 KLRC4 KMT2A KMT2B KMT2D KRAS KRT1 KRT14 KRT16 KRT17 KRT5 KRT6A KRT6B KRT83 KRT9 KY L1CAM LAGE3 LAMA2 LAMA5 LAMB2 LAMB3 LARGE1 LBR LEMD3 LEP LEPR LETM1 LFNG LGI4 LGR4 LHCGR LHX4 LIAS LIFR LIG4 LIMK1 LMBR1 LMBRD2 LMNA LMNB1 LMNB2 LMOD3 LMX1B LONP1 LOX LPIN2 LRP4 LRP5 LRRC8A LSM11 LSS LTBP1 LTBP2 LTBP3 LTBP4 LUZP1 LZTR1 MACROH2A1 MADD MAF MAFB MAGEL2 MALT1 MAMLD1 MAN1B1 MAN2B1 MAP1B MAP2K2 MAP3K1 MAP3K20 MAP3K7 MAPK1 MARS1 MASP1 MATN3 MBTPS2 MC2R MCM9 MCTP2 MECOM MECP2 MECR MED11 MED12 MED13L MED25 MEFV MEG3 MEGF10 MEGF8 MEN1 MEOX1 MESD MESP2 MET METTL27 MFN2 MICU1 MINPP1 MKKS MKRN3 MKS1 MLH1 MLH3 MLXIPL MME MMP1 MMP13 MMP14 MMP2 MMP23B MMP9 MOGS MORC2 MPDU1 MPLKIP MPV17 MRAS MRE11 MRPS22 MRPS34 MSH2 MSH4 MSH6 MSL3 MSMO1 MSTO1 MT-ATP6 MT-ATP8 MT-TE MT-TK MT-TL1 MTAP MTM1 MTMR14 MTRFR MTX2 MUSK MVK MYBPC1 MYH2 MYH3 MYH7 MYH8 MYL1 MYL11 MYL2 MYMK MYO18B MYO9A MYOD1 MYOT MYPN NAA10 NABP1 NACC1 NADSYN1 NAE1 NAGLU NALCN NANS NARS1 NBAS NCAPG2 NCF1 NCF2 NDE1 NDNF NDRG1 NDUFAF4 NDUFAF6 NDUFS3 NEB NEDD4L NEFL NEK9 NELFA NEPRO NEU1 NF1 NFASC NFATC2 NFE2L2 NFIX NFKBIL1 NGF NGLY1 NHERF1 NHLH2 NHP2 NIN NIPA1 NIPBL NKAP NKX3-2 NLRP1 NLRP12 NLRP3 NMNAT1 NOD2 NODAL NOG NONO NOP10 NOTCH2 NOTCH3 NPM1 NPPA NPR2 NPR3 NR0B1 NR2F1 NR3C1 NR4A2 NR5A1 NRAS NRCAM NSD1 NSD2 NSDHL NSMF NSRP1 NSUN2 NT5C2 NTN1 NTRK1 NUMA1 NUP107 NUP133 NUP188 NUP85 NUP88 NXN OBSL1 OCA2 OCRL OFD1 OPA1 OPA3 ORAI1 ORC1 ORC4 ORC6 OSGEP OTUD5 OTUD6B OTX2 P3H1 P4HA2 P4HB P4HTM PAK2 PAM16 PANK2 PARN PAX1 PAX2 PAX3 PAX7 PAX8 PCDH19 PCGF2 PCNA PCNT PCSK1 PCYT1A PDE4D PDGFRB PDHA1 PDPN PDX1 PDXK PERP PEX1 PEX2 PEX5 PEX6 PEX7 PGM2L1 PGM3 PHACTR1 PHEX PHF6 PHGDH PHIP PI4KA PIEZO2 PIGA PIGG PIGL PIGN PIGP PIGS PIGT PIGU PIGY PIK3C2A PIK3CA PIK3R1 PIK3R2 PIP5K1C PITX1 PKDCC PLA2G6 PLAA PLAGL1 PLCH1 PLEC PLEKHG5 PLEKHM1 PLK4 PLOD1 PLOD2 PLOD3 PLP1 PLXND1 PML PMM2 PMP22 PMS1 PMS2 PNKD PNPLA6 PNPT1 POGZ POLA1 POLD1 POLE POLR1D POLR3A POLR3GL POLR3H POMC POMK POMT1 POMT2 POP1 POR PORCN POT1 POU1F1 POU3F4 PPARG PPIB PPP1CB PPP1R12A PPP1R15B PPP1R21 PPP2R1A PPP2R3C PPP2R5D PPP3CA PPT1 PQBP1 PRDM16 PRDM5 PRG4 PRKACA PRKACB PRKAR1A PRKCZ PRKG2 PRKRA PROK2 PROKR2 PROP1 PRR12 PRRT2 PRUNE1 PSAP PSAT1 PSMB4 PSMB8 PSMB9 PSMC3IP PSMG2 PSTPIP1 PTCH1 PTCH2 PTDSS1 PTEN PTF1A PTH1R PTHLH PTPN11 PTPN2 PTPN22 PTRH2 PUF60 PUS1 PYCR1 PYCR2 PYROXD1 QRICH1 RAB18 RAB23 RAB33B RAB3GAP1 RAB3GAP2 RAB7A RAC1 RAD21 RAD51 RAF1 RAI1 RAPSN RARA RARS2 RASA1 RASA2 RB1 RBBP8 RBM28 RBM8A RECQL RECQL4 REEP1 REL RERE RET RETREG1 REV3L RFC1 RFC2 RFT1 RFX7 RIC1 RIN2 RIPK4 RIPPLY2 RIT1 RMRP RNASEH2A RNASEH2B RNASEH2C RNF113A RNF125 RNF13 RNF135 RNPC3 RNU12 RNU4ATAC RNU7-1 ROR2 RPL10 RPL26 RPS20 RPS6KA3 RRAS RRAS2 RREB1 RRM2B RSPO2 RSPRY1 RTEL1 RTL1 RTTN RUNX1 RUNX2 RUSC2 RYR1 RYR3 SALL1 SALL4 SAMHD1 SATB1 SATB2 SBDS SC5D SCARB2 SCARF2 SCN1A SCN1B SCN2A SCN4A SCN5A SCN9A SCNN1A SCNN1B SCNN1G SCUBE3 SCYL2 SDHA SDHAF1 SDHB SDHD SEC23A SEC24C SEC24D SEC31A SECISBP2 SELENON SEMA3A SEMA4A SEMA5A SEPSECS SERPINF1 SERPINF2 SERPINH1 SET SETBP1 SETD1A SETD2 SF3B2 SF3B4 SFRP4 SGCA SGCG SGMS2 SGSH SH3PXD2B SHANK3 SHH SHOC2 SHOX SHPK SIGMAR1 SIK3 SIL1 SIN3A SIN3B SIX3 SIX6 SKI SKIC3 SLC10A7 SLC12A6 SLC16A2 SLC18A3 SLC1A2 SLC1A4 SLC22A4 SLC25A1 SLC25A19 SLC25A24 SLC25A4 SLC25A46 SLC26A2 SLC29A3 SLC2A10 SLC34A1 SLC34A3 SLC35A2 SLC35A3 SLC35B2 SLC35D1 SLC37A4 SLC39A13 SLC39A14 SLC39A7 SLC39A8 SLC4A1 SLC4A2 SLC5A7 SLC6A5 SLC6A8 SLC6A9 SLC7A7 SLC9A6 SLCO2A1 SLURP1 SMAD3 SMAD4 SMAD6 SMARCA2 SMARCA4 SMARCAD1 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMG9 SMOC1 SMPD1 SMPD4 SMS SNAP25 SNRPB SNX10 SNX14 SOBP SOHLH1 SON SOS1 SOS2 SOX10 SOX11 SOX2 SOX3 SOX4 SOX5 SOX9 SP7 SPARC SPART SPEG SPEN SPG11 SPG7 SPI1 SPIDR SPRED2 SPRTN SPRY4 SPTBN1 SPTBN4 SPTLC1 SPTLC2 SQSTM1 SRCAP SRD5A3 SRP54 SRPX2 SRSF2 SRY STAC3 STAG1 STAG2 STAT1 STAT3 STAT4 STAT5B STIL STIM1 STING1 STRADA STX1A STX1B STXBP1 SUCLG1 SUFU SUMF1 SUZ12 SVIL SYK SYNE1 SYNE2 SYT1 SYT2 TAB2 TAC3 TACR3 TAF1 TAF13 TANC2 TAOK1 TAPT1 TARS1 TBC1D20 TBC1D2B TBCD TBCE TBCK TBL1XR1 TBL2 TBR1 TBX1 TBX15 TBX2 TBX22 TBX3 TBX4 TBX5 TBX6 TCF12 TCF20 TCF3 TCIRG1 TCTN3 TDGF1 TDO2 TEK TELO2 TENT5A TERC TERT TET2 TET3 TFAP2A TFAP2B TFE3 TGDS TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGIF1 TGM1 THOC2 THOC6 THRA TIMM8A TINF2 TLK2 TLR4 TMCO1 TMEM107 TMEM165 TMEM218 TMEM222 TMEM270 TMEM38B TMEM43 TMEM67 TMEM70 TMTC3 TNFRSF11A TNFRSF11B TNFRSF1A TNFSF11 TNNC2 TNNI2 TNNT1 TNNT3 TNPO3 TNRC6B TNXB TOGARAM1 TOM1 TONSL TOR1A TOR1AIP1 TP53 TP53RK TP63 TPM2 TPM3 TPRKB TRAIP TRAK1 TRAPPC2 TREM2 TREX1 TRH TRHR TRIM2 TRIM8 TRIP11 TRIP13 TRIP4 TRMT10A TRPS1 TRPV3 TRPV4 TRPV6 TSEN54 TSHB TSHR TTC26 TTN TUBA1A TUBB3 TWIST1 TWIST2 TYMS TYROBP UBA1 UBAC2 UBE3A UBE3C UBE4B UBR1 UCHL1 UFC1 UFD1 UFSP2 UNC45A UNC80 UPF3B UROS USB1 USP48 USP7 USP8 USP9X VAMP1 VAMP7 VANGL1 VAPB VARS1 VCP VDR VHL VIPAS39 VMA21 VPS11 VPS13B VPS33A VPS33B VPS37A VPS37D VPS53 VRK1 VWA1 WASF1 WBP11 WDR11 WDR19 WDR26 WDR35 WDR4 WDR45B WDR73 WFS1 WIPI2 WNK1 WNT1 WNT3A WNT5A WNT7A WRAP53 WRN WT1 WWOX XPA XPC XYLT1 XYLT2 YARS1 YRDC YWHAG YY1 YY1AP1 ZBTB16 ZBTB20 ZBTB42 ZC4H2 ZDHHC9 ZEB2 ZFHX2 ZFPM2 ZIC1 ZIC2 ZIC3 ZMIZ1 ZMPSTE24 ZMYM2 ZNF335 ZNF341 ZNF407 ZNF469 ZNF687 ZNF699 ZNHIT3 ZPR1 ZSWIM7 HP_ABNORMAL_MYELINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_MYELINATION AARS1 ABAT ABCA1 ABCD1 ABHD12 ACBD5 ACER3 ACO2 ACOX1 ACTL6B ACY1 ADAMTSL1 ADAR ADARB1 ADAT3 ADCY6 ADGRG1 ADSL AFG3L2 AHCY AHDC1 AIFM1 AIMP1 AIMP2 ALDH3A2 ALDH5A1 ALDH6A1 ALDH7A1 ALG11 ALG12 ALG13 ALG14 ALG2 ALG8 ALG9 ALS2 AP3B2 AP3D1 APTX ARF1 ARHGEF10 ARID1B ARNT2 ARSA ARV1 ARX ASH1L ASNS ASPA ASXL1 ATP11A ATP1A2 ATP1A3 ATP6AP2 ATP6V1A ATP7B ATP9A ATXN2 BAG3 BCAP31 BCAS3 BCS1L BMP4 BOLA3 BRAT1 BRPF1 C18orf32 C2CD3 C2orf69 CACNA1A CACNA1B CACNA1I CACNA2D1 CARS1 CASK CDC40 CDK19 CDKL5 CELF2 CHAMP1 CHKA CLCN3 CLCN4 CLCN7 CLDN11 CLP1 CLPB CLTC CLTCL1 CNKSR2 CNOT3 CNTNAP1 COA7 COA8 COG5 COG7 COPB2 COQ7 COX14 COX6A1 COX6B1 COX7B CREBBP CSF1R CTC1 CTDP1 CTNNB1 CTSK CUL3 CYB5A CYB5R3 CYFIP2 CYP27A1 D2HGDH DAG1 DALRD3 DARS1 DARS2 DCAF8 DCX DDOST DDX6 DEGS1 DHDDS DHFR DHH DHX16 DHX30 DHX37 DMXL2 DNAJC3 DNM1 DNM1L DNM2 DNMT1 DOHH DPAGT1 DPM1 DYRK1A EARS2 EDNRB EEF1A2 EGR2 EIF2AK2 EIF2B1 ELOVL1 ELOVL4 ELP1 EP300 EPRS1 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 EXOC2 EXOC8 EXOSC1 EXOSC2 EXOSC5 EZH2 FA2H FANCB FANCL FAR1 FBP2 FBXL4 FBXO28 FCSK FDXR FGD4 FGF12 FGF13 FIG4 FLCN FLRT1 FLVCR1 FOCAD FOXG1 FOXP1 FOXRED1 FRMD5 FRMPD4 FUCA1 FUS FZR1 GAA GABBR2 GABRA2 GABRA5 GABRB2 GABRG2 GALC GAN GATAD2B GBF1 GCDH GDAP1 GEMIN4 GET4 GFAP GFM1 GJB1 GJC2 GLRX5 GLS GLUL GLYCTK GMNN GNAO1 GNB1 GNB2 GNB4 GOLGA2 GPT2 GRIK2 GRIN1 GRIN2A GRIN2D GRM7 GTF2E2 GTF2H5 GTPBP3 H4C5 HACE1 HARS1 HCFC1 HCN1 HEXB HIKESHI HK1 HLA-DQB1 HLA-DRB1 HNRNPU HS2ST1 HSD17B4 HSPB8 HSPD1 HTRA1 HYCC1 IBA57 IDH1 IDUA IER3IP1 IFIH1 INF2 INSR INTU IREB2 ISCA1 ISCA2 ITPA JPH1 KARS1 KCNA1 KCNA2 KCNB1 KCNC2 KCNJ10 KCNN2 KCNQ2 KCNT1 KDM1A KIDINS220 KIF1A KIF1B KIF1C KIF5A KLC2 KMT2E L2HGDH LAMB1 LEMD2 LIAS LIG3 LIPT1 LIPT2 LITAF LMNA LMNB1 LMX1B LRPPRC LSM11 MADD MAN2B1 MANBA MAPK8IP3 MARS1 MAT1A MCOLN1 MDH2 MED17 MED27 MFN2 MLYCD MMACHC MME MMUT MOCS1 MOCS2 MOGS MORC2 MPLKIP MPV17 MPZ MRPS22 MT-ATP6 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TK MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTHFS MTMR2 MTRFR MTRR MTTP NACC1 NADK2 NAE1 NARS1 NARS2 NCDN NDRG1 NDUFA1 NDUFA11 NDUFA6 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB9 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NECAP1 NEDD4L NEFL NEUROD2 NGF NGLY1 NKX6-2 NMNAT1 NOTCH2NLC NR2F1 NRCAM NRROS NTRK1 NTRK2 NUBPL NUP133 NUP188 NUS1 OCA2 OSTM1 PACS2 PAK1 PARS2 PC PDCD1 PDGFRB PDYN PEX1 PEX10 PEX13 PEX16 PEX19 PEX7 PGAP1 PGAP2 PGAP3 PGM3 PHACTR1 PHGDH PI4KA PIBF1 PIGA PIGG PIGL PIGN PIGO PIGP PIGQ PIGS PIGU PIGV PIGW PIGY PKDCC PLAA PLCB1 PLEKHG2 PLEKHG5 PLP1 PLPBP PMM2 PMP2 PMP22 PNKP PNPT1 POGZ POLG POLR1C POLR2A POLR3A POLR3B POU3F3 PPFIBP1 PPIL1 PPP1R15B PPP2CA PPP2R1A PPP3CA PRF1 PRKDC PRMT7 PRPS1 PRUNE1 PRX PSAP PSAT1 PTEN PTRH2 PURA PYCR2 QARS1 RAB11B RAB3GAP1 RAB3GAP2 RAB7A RAI1 RARS1 RBM8A REPS1 RERE RETREG1 RFC1 RFX7 RHOBTB2 RMND1 RNASEH1 RNASEH2A RNASEH2B RNASEH2C RNASET2 RNF113A RNF13 RNF168 RNF220 RNU7-1 RRM2B SACS SAMHD1 SATB2 SBF1 SBF2 SCN1A SCN1B SCN2A SCN3A SCN8A SCN9A SDHB SELENOI SEPSECS SETD1A SH3TC2 SHANK3 SHPK SIGMAR1 SIK1 SIN3A SLC12A5 SLC12A6 SLC13A5 SLC16A2 SLC1A2 SLC1A4 SLC25A1 SLC25A12 SLC25A22 SLC2A1 SLC30A10 SLC32A1 SLC33A1 SLC35A2 SLC35B2 SLC38A3 SLC6A1 SLC6A8 SMG9 SMPD1 SMPD4 SNIP1 SNORD118 SOX10 SOX3 SP110 SPATA5 SPG11 SPTAN1 SPTBN1 SPTBN4 SPTLC1 STAMBP STXBP1 SUMF1 SURF1 SYNGAP1 SYNJ1 SYT1 SZT2 TAF13 TAF2 TAOK1 TARS1 TBC1D24 TBCD TBCE TDP1 TFG TGFB1 TIAM1 TIMM22 TIMMDC1 TKFC TMEM106B TMEM126B TMEM147 TMEM163 TMEM240 TMEM63A TMTC3 TNPO2 TNR TPR TRAK1 TRAPPC11 TRAPPC2L TREM2 TREX1 TRIM2 TRIM8 TRMT10A TRMT5 TRNT1 TRRAP TTC26 TUBB4A TUFM TWNK TXN2 TYMP TYROBP UBA5 UBE3A UBTF UFC1 UGDH UPB1 VPS11 VPS13A VPS33A VRK1 WARS1 WARS2 WDR26 WNK1 WWOX YARS1 YIF1B YME1L1 YRDC YWHAG YY1 ZC4H2 ZFR ZFYVE26 ZMIZ1 ZNF148 ZNF335 ZNF526 ZNF699 ZNHIT3 HP_ABNORMAL_MYELOID_CELL_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_MYELOID_CELL_MORPHOLOGY CDIN1 DDX41 KIF23 MYSM1 RACGAP1 SLC19A1 UBA1 HP_ABNORMAL_MYELOID_LEUKOCYTE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_MYELOID_LEUKOCYTE_MORPHOLOGY AARS1 ABCC9 ABCD4 ABHD5 ABL1 ACP5 ACTC1 ACTN2 ADA ADA2 AGA AK2 AMN ANAPC1 ANKRD1 AP3B1 AP3D1 APOE ASAH1 ASXL1 ATRX BACH2 BAG3 BAG5 BCL11B BCOR BCR BLNK BRAF BTK BTNL2 CALR CAMK2B CAP2 CAPN3 CARD10 CARD11 CARD9 CARS1 CASP10 CBL CD247 CD27 CD3D CD3E CD40 CD40LG CD79A CD79B CDC40 CDCA7 CDH23 CDSN CEBPE CHD7 CIITA CLPB COG4 CRYAB CSF3R CSRP3 CTC1 CTLA4 CUBN CXCR2 CXCR4 CYBA CYBB CYBC1 CYP26C1 DCLRE1C DDX41 DES DIAPH1 DKC1 DMD DNAJC21 DNASE2 DNMT3B DOCK8 DOLK DSG2 DSP EFL1 EIF2AK3 ELANE EPG5 EPX ERCC2 ERCC3 ETV6 EXTL3 FANCA FANCC FANCD2 FANCE FANCG FANCI FAS FASLG FBXL4 FBXW7 FCGR3B FDX2 FHL2 FIBP FIP1L1 FKTN FMO3 FNIP1 FOXP3 FTCD FUT8 G6PC3 GATA1 GATA2 GATAD1 GFI1 GINS1 GLB1 GPI GPR35 GSS GTF2E2 GTF2H5 HAND2 HAVCR2 HAX1 HEATR3 HELLS HLA-B HLA-DPA1 HLA-DPB1 HLA-DRB1 HSCB HTRA2 ICOS IFNG IFNGR1 IGHM IGLL1 IKBKB IKBKG IKZF1 IL1RN IL2RG IL36RN IL6ST IL7R IPO8 IRAK4 IRF2BP2 IRF8 ITCH ITK JAGN1 JAK1 JAK2 JPH2 KIT KRAS LAMA4 LAMTOR2 LBR LCP2 LDB3 LIG4 LIPA LMBRD1 LMNA LMOD2 LRBA LRRC8A LYST MAD2L2 MDM4 MECOM MEFV MMAA MMAB MMACHC MMUT MPL MPLKIP MSN MST1 MTHFD1 MTRR MVK MYBPC3 MYD88 MYH6 MYH7 MYH9 MYPN MYSM1 NABP1 NBAS NCAPG2 NCF1 NCF2 NCF4 NDUFA6 NEU1 NEXN NHP2 NLRP1 NLRP3 NOP10 NPC1 NPC2 NPM1 NR3C1 NRAS NSUN2 NUMA1 OTULIN PACS2 PARN PCCA PCCB PDGFRA PDGFRB PGM3 PIK3CD PIK3CG PIK3R1 PLN PML PMM2 PNP PPCS PPIL1 PRDM16 PRDX1 PRF1 PRKAR1A PRKCD PRTN3 PSEN1 PSEN2 PTPN22 RAB27A RAC2 RAF1 RAG1 RAG2 RARA RASGRP1 RBM20 RBM8A RECQL4 RELB RFX5 RFXANK RFXAP RMRP RNF113A RNU4ATAC RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL3L RPL5 RPL8 RPL9 RPS10 RPS14 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RTEL1 RUNX1 SAMD9 SAMD9L SASH3 SBDS SCN5A SDHA SEC61A1 SEMA4D SF3B1 SFXN4 SGCD SGCG SH2B3 SH2D1A SLC19A1 SLC27A4 SLC29A3 SLC35A1 SLC35C1 SLC37A4 SLC39A7 SLC46A1 SLC7A7 SMARCAL1 SMARCD2 SMPD1 SPI1 SPINK5 SPPL2A SREBF1 SRP19 SRP54 SRSF2 STAT1 STAT3 STAT5B STK4 STX11 STXBP2 TAF1A TAFAZZIN TARS1 TBK1 TBL1XR1 TBX21 TCAP TCF3 TCF4 TCIRG1 TCN2 TDP2 TERC TERT TET2 TFR2 TFRC TICAM1 TINF2 TLR3 TLR8 TMEM147 TMPO TNNC1 TNNI3 TNNT2 TOM1 TONSL TP53 TPM1 TPP2 TRAC TRAF3 TSR2 TTN TXNRD2 TYMS UBE2A UNC13D UNC93B1 USB1 USP48 USP8 VCL VEZF1 VPS13B VPS33A VPS45 WAS WDR1 WIPF1 WRAP53 XIAP ZAP70 ZBTB16 ZBTB24 ZNF341 ZNFX1 HP_ABNORMAL_MYOCARDIUM_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_MYOCARDIUM_MORPHOLOGY AARS1 AARS2 ABCC6 ABCC8 ABCC9 ABHD5 ACAD8 ACAD9 ACADS ACADVL ACTA1 ACTC1 ACTN2 ADA2 ADAR ADCY5 ADORA2A AGK AGL AGPAT2 AHCY AIP ALG1 ALG3 ALMS1 ALPK3 ANK1 ANKRD1 ANKRD11 ANKS6 ANO5 ARSB ATAD3A ATP1A2 ATP1A3 ATP5F1A ATP5F1D ATP5F1E ATP5MK ATP6V1A ATPAF1 ATPAF2 B2M BAG3 BAG5 BAZ1B BBS2 BCL7B BCS1L BMP2 BMP6 BOLA3 BRAF BRCA1 BRCA2 BRCC3 BRIP1 BSCL2 BUD23 C1QBP C4A CACNA1A CALM2 CAP2 CARS1 CASQ2 CASZ1 CAV1 CAV3 CAVIN1 CCND1 CCR1 CDKN1C CENPE CHKB CISD2 CLIP2 CLN3 CLPB COA5 COA6 COA8 COL7A1 COQ2 COQ4 COX10 COX14 COX15 COX6B1 COX7B CPT1A CPT2 CRLS1 CRYAB CSRP3 D2HGDH DCAF8 DDX3X DEF6 DES DHCR7 DLD DLK1 DMD DNAJB4 DNAJC19 DNAJC21 DNAJC30 DOLK DPM3 DSC2 DSG2 DSP DTNA ECHS1 EIF4H ELAC2 ELN EMD ENPP1 EPB42 EPG5 ERAP1 ERBB3 ERCC2 ERCC3 ERCC4 ERCC6 ERCC8 EYA4 FAH FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAS FASTKD2 FBXL4 FHL1 FHL2 FHOD3 FIG4 FKBP6 FKRP FKTN FLAD1 FLNA FLNC FNIP1 FOS FOXRED1 FTO FXN GAA GABRD GATA4 GATA5 GATAD1 GATC GBA1 GBE1 GJA5 GLA GLB1 GMPPB GNAI2 GNE GNPTAB GNS GPC3 GPC4 GPR101 GPX4 GSN GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GTPBP3 GUSB GYG1 GYS1 HADH HADHA HADHB HAMP HAND2 HBB HCCS HCN4 HFE HGSNAT HJV HLA-B HMGCL HNRNPA1 HNRNPA2B1 HPS1 HRAS HSD17B10 HSPG2 IDH2 IDS IDUA IFIH1 IFNGR1 IGF2 IKZF1 IL10 IL12A IL12A-AS1 IL12B IL23R INSR IRF4 ITPA JAG2 JPH2 JUP KANSL1 KAT6B KBTBD13 KCNAB2 KCNH1 KCNJ11 KCNJ2 KCNJ5 KCNJ8 KCNQ1 KCNQ1OT1 KIF20A KLF1 KLHL24 KLHL41 KLRC4 KRAS LAMA2 LAMA3 LAMA4 LAMB3 LAMC2 LAMP2 LDB3 LETM1 LIAS LIMK1 LIMS2 LMNA LMOD2 LRP12 LRPPRC LSM11 LTBP4 LUZP1 LZTR1 MAD2L2 MAP2K1 MAP2K2 MC2R MCM10 MEFV MEG3 MEN1 METTL27 MGME1 MIB1 MICOS13 MICU1 MIPEP MLX MLXIPL MLYCD MMACHC MMP1 MMP23B MMUT MPLKIP MRAP MRAS MRPL3 MRPL44 MRPS14 MRPS22 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TE MT-TF MT-TH MT-TK MT-TL1 MT-TN MT-TQ MT-TS1 MT-TS2 MT-TT MT-TV MT-TW MTO1 MYBPC3 MYH6 MYH7 MYL2 MYL3 MYLK2 MYO18B MYOCD MYOT MYOZ2 MYPN MYSM1 NAGA NAGLU NAXD NBAS NCF1 NDUFA1 NDUFA10 NDUFA11 NDUFA2 NDUFA6 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB7 NDUFB9 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NEB NEK8 NEU1 NEXN NF1 NFS1 NNT NONO NPPA NRAS NUBPL NUP107 OPA1 PALB2 PARS2 PCCA PCCB PDGFRA PDPN PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PGM1 PHKA2 PHKG2 PHYH PIGT PKP2 PLN PMM2 PNPLA2 POLG POLG2 POMGNT1 POMK POMT1 POMT2 PPA2 PPARG PPCS PPP1CB PPP1R21 PRDM16 PRKAG2 PRKCZ PRUNE1 PSEN1 PSEN2 PTPN11 PYGL PYGM QRSL1 RAB3GAP2 RAD51 RAD51C RAF1 RBCK1 RBM20 RERE RFC2 RFWD3 RIT1 RMND1 RMRP RNASEH1 RNASEH2A RNASEH2B RNASEH2C RNF113A RNF220 RNU4ATAC RNU7-1 RPL3L RRAGD RRM2B RTL1 RYR2 SAMHD1 SARDH SBDS SCARB2 SCN5A SCO2 SDHA SDHAF1 SDHB SDHD SERPINE1 SGCA SGCB SGCD SGSH SHMT2 SHOC2 SKI SLC19A2 SLC1A3 SLC22A5 SLC25A20 SLC25A3 SLC25A4 SLC2A10 SLC30A10 SLC40A1 SLC4A1 SLC5A6 SLC6A6 SLX4 SMC1A SMPX SOS1 SPEG SPEN SPRED2 SPTA1 SPTB SQSTM1 SRP54 STAR STAT4 STX1A SUCLG1 SUFU SURF1 SYNE1 SYNE2 TAF1A TAFAZZIN TANGO2 TAPT1 TARS1 TBL2 TCAP TERT TFR2 TGFB1 TGFB3 TIA1 TIMMDC1 TK2 TKFC TLR4 TMEM126A TMEM126B TMEM270 TMEM43 TMEM70 TMPO TNFRSF1A TNNC1 TNNI3 TNNI3K TNNT1 TNNT2 TOP3A TPI1 TPM1 TPM2 TPM3 TRDN TREX1 TRIM37 TRIP4 TRMT5 TRNT1 TSFM TTN TTPA TTR TULP3 TWNK TXNRD2 UBAC2 UBE2T UBE3C UBE4B UBR1 UCP2 UQCRFS1 USP9X VAC14 VARS2 VCL VCP VEZF1 VHL VPS13A VPS33A VPS37D WARS2 WFS1 XK XRCC2 XRCC4 XYLT1 XYLT2 YARS2 HP_ABNORMAL_NASAL_BASE_NORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_NASAL_BASE_NORPHOLOGY ABCA5 ARID1A ARID1B ARID2 ATP6V1B2 BCORL1 DPF2 EXOSC2 FIG4 KMT5B LIFR METTL5 MYT1L SIN3A SLC26A2 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SNX14 SOX11 SOX4 TBC1D24 USP9X VAC14 HP_ABNORMAL_NASAL_BONE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_NASAL_BONE_MORPHOLOGY ALX4 BRAF CTNNB1 PDGFRB PPP1R12A SIX3 SLC25A24 TONSL USH1G HP_ABNORMAL_NASAL_BRIDGE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_NASAL_BRIDGE_MORPHOLOGY ABCA4 ABCC9 ACAN ACOX1 ACSL4 ACTB ACTG1 ACTG2 ACY1 ADA2 ADAMTS10 ADAMTS2 ADAMTS3 ADAMTSL1 ADAMTSL2 ADAT3 ADGRG6 ADNP AFF2 AGA AGBL5 AGL AGO1 AGO2 AHDC1 AHI1 AHR AIFM1 AKT1 AKT3 ALDH6A1 ALG12 ALG2 ALG3 ALG9 ALX1 ALX3 ALX4 AMER1 AMMECR1 ANK1 ANKH ANKRD11 ANTXR1 AP2M1 AP3B1 AP4B1 AP4E1 AP4S1 APC2 ARHGEF18 ARID1A ARID1B ARID2 ARL13B ARL2BP ARL3 ARL6 ARMC9 ARSB ARSK ARSL ARVCF ARX ASH1L ASPH ASXL1 ASXL3 ATAD3A ATIC ATP6V0A2 ATP6V1A ATP6V1B2 ATPAF2 ATRX AUTS2 B3GALT6 B3GAT3 B3GLCT B4GALT1 B4GALT7 B9D1 B9D2 BAZ1B BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCAS3 BCL7B BCOR BCR BEST1 BICRA BLTP1 BMP2 BMPER BMPR1A BMPR1B BPNT2 BPTF BRAF BRCA1 BRD4 BRF1 BRPF1 BUB1B BUD23 CA4 CACNA1C CAMKMT CAMSAP1 CANT1 CASK CASZ1 CBL CBY1 CC2D2A CCBE1 CCDC22 CCND2 CCNK CCNQ CD96 CDC42 CDC42BPB CDCA7 CDH11 CDH2 CDHR1 CDK10 CDK13 CDKL5 CDKN1C CDON CENPF CEP104 CEP120 CEP152 CEP19 CEP290 CEP41 CEP57 CERKL CFAP418 CHD2 CHD3 CHD5 CHD7 CHD8 CHN1 CHST3 CILK1 CKAP2L CLIC2 CLIP2 CLP1 CLRN1 CNGA1 CNGB1 CNOT1 COG1 COG4 COG5 COG8 COL11A1 COL11A2 COL18A1 COL1A1 COL1A2 COL27A1 COL2A1 COL3A1 COL9A3 COLEC11 COMT COX4I1 COX7B CPLANE1 CPLX1 CRB1 CREBBP CRIPT CRKL CRLF1 CRX CSGALNACT1 CSNK2A1 CSPP1 CTBP1 CTNND2 CTSD CTU2 CUL4B CUL7 DCAF17 DCHS1 DDB1 DDR2 DDX3X DEAF1 DHCR24 DHCR7 DHDDS DHPS DHX30 DHX38 DICER1 DIS3L2 DISP1 DLK1 DLL1 DLL3 DMXL2 DNAJC30 DNMT3B DOCK6 DOCK7 DOK7 DPF2 DPH1 DPH2 DPH5 DPM1 DPYD DPYSL5 DUOX2 DUOXA2 DUSP6 DVL1 DVL3 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYRK1A EBF3 EBP ECE1 EDA EDAR EDARADD EDEM3 EDN3 EDNRA EDNRB EED EEF1A2 EFEMP2 EFNB1 EIF2AK3 EIF4H ELN EP300 EPG5 ERCC1 ERCC2 ERCC5 ERCC6 ERF ESCO2 ETFA ETFB ETFDH EXOC2 EXOSC1 EXOSC5 EXT1 EXT2 EXTL3 EYA1 EYS EZH2 FAM149B1 FAM161A FAM20C FANCL FAR1 FAT4 FBN1 FBXL3 FBXO28 FBXO31 FDFT1 FGD1 FGF17 FGF3 FGF8 FGFR1 FGFR2 FGFR3 FGFRL1 FH FKBP6 FLI1 FLII FLNA FLNB FOCAD FOXC1 FOXG1 FOXH1 FOXL2 FRAS1 FREM1 FREM2 FRMPD4 FSCN2 FTSJ1 FUCA1 FUT8 FZD2 G6PC3 GABRD GAD1 GALNT2 GAS1 GATA1 GATA4 GATAD2B GBA1 GDF5 GHR GJA1 GJA5 GJA8 GLB1 GLI2 GLI3 GLIS3 GLUL GMNN GNAO1 GNAS GNB2 GNE GNPAT GNPTAB GNRH1 GNRHR GNS GOLGA2 GP1BB GPC3 GPC4 GPC6 GPRASP2 GPX4 GRIN1 GRIP1 GRM7 GTF2I GTF2IRD1 GTF2IRD2 GTPBP2 GUCA1B H3-3A H4C11 H4C5 H4C9 HBA1 HBA2 HBB HCCS HDAC4 HDAC8 HEATR3 HECTD4 HECW2 HELLS HEPACAM HERC1 HERC2 HES7 HESX1 HGSNAT HIRA HIVEP2 HMGA2 HNRNPK HNRNPR HOXB1 HRAS HS2ST1 HS6ST1 HSD17B4 HSPG2 HUWE1 HYAL1 HYLS1 HYOU1 IARS2 IDH3A IDH3B IDS IDUA IFT122 IFT140 IFT172 IFT27 IFT52 IFT57 IFT74 IFT80 IFT81 IFT88 IGBP1 IGF1R IL11RA IL6ST IMPDH1 IMPG1 IMPG2 INPP5E INPPL1 INSR INTS1 INTU IPO8 IQSEC2 IRX5 IYD JAG1 JARID2 JMJD1C KANSL1 KAT5 KAT6A KAT6B KAT8 KATNB1 KATNIP KCNA1 KCNAB2 KCNE5 KCNH1 KCNJ2 KCNJ5 KCNJ6 KCNJ8 KCNK9 KCNMA1 KCNN3 KCTD1 KDM1A KDM4B KDM5B KDM5C KDM6A KDM6B KIAA0586 KIAA0753 KIAA1549 KIF11 KIF14 KIF21A KIF7 KIFBP KISS1 KISS1R KIT KIZ KLHL7 KMT2A KMT2D KMT5B KNSTRN KPTN KRAS KREMEN1 KYNU LAMA5 LARP7 LBR LEMD3 LETM1 LFNG LHX3 LHX4 LIG4 LIMK1 LINS1 LMNA LMNB1 LONP1 LRAT LRP2 LRPPRC LTBP1 LTBP3 LTBP4 LUZP1 LZTFL1 MACF1 MADD MAF MAFB MAGEL2 MAK MAN1B1 MAN2B1 MAP2K1 MAP2K2 MAP3K7 MAPK1 MAPK8IP3 MAPRE2 MARS2 MDH1 MDM2 MECP2 MED12 MED12L MED13 MED13L MED27 MEF2C MEG3 MEGF8 MEIS2 MERTK MESP2 METTL23 METTL27 MGAT2 MGP MIA3 MID1 MINPP1 MIPEP MITF MKKS MKRN3 MKS1 MLXIPL MMP2 MMP23B MN1 MRAS MRPS14 MTHFR MTOR MTX2 MUSK MYCN MYH3 MYMK MYOD1 MYRF MYT1L NAA10 NAGA NALCN NANS NBN NCF1 NDE1 NDP NDUFB11 NECTIN1 NEK1 NEK2 NELFA NEPRO NEU1 NEUROD2 NEXMIF NF1 NFASC NFIB NFIX NHLH2 NHS NIPBL NMNAT1 NODAL NOG NONO NOTCH2 NOTCH3 NPAP1 NPHP1 NPR2 NR2E3 NR2F1 NRAS NRCAM NRL NSD1 NSD2 NSDHL NSMCE3 NSMF NSRP1 NSUN2 NUDT2 NUP188 NUP88 NXN OBSL1 OFD1 OPHN1 ORC6 OTUD6B P4HTM PACS2 PAH PAICS PAK2 PAK3 PAM16 PARS2 PAX1 PAX3 PBX1 PCARE PCDHGC4 PCLO PCNT PDE4D PDE6A PDE6B PDE6D PDE6G PDGFRB PDHA1 PDPN PEPD PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PGAP1 PGAP2 PGAP3 PGM2L1 PHF21A PIBF1 PIEZO2 PIGA PIGB PIGG PIGL PIGN PIGO PIGP PIGQ PIGT PIGU PIGV PIGW PIGY PIK3C2A PIK3CA PIK3CD PIK3R1 PIK3R2 PITX1 PITX2 PKDCC PLCB3 PLK4 PLOD1 PLXNA1 PMM2 PNKP POGZ POLA1 POLE POLG2 POLR1A POLR1B POLR1C POLR1D POLR3A POLRMT POMGNT1 POR PORCN POU1F1 PPM1B PPP1R21 PQBP1 PRCD PRDM16 PREPL PRIM1 PRKAR1A PRKAR1B PRKCZ PRKD1 PRKDC PRKG2 PRMT7 PROK2 PROKR2 PROM1 PROP1 PRPF3 PRPF31 PRPF4 PRPF6 PRPF8 PRPH2 PRPS1 PSAT1 PSMC1 PSMD12 PTCH1 PTCH2 PTEN PTH1R PTPN11 PUF60 PUM1 PURA PUS7 PWAR1 PWRN1 QARS1 RAB18 RAB23 RAB3GAP1 RAB3GAP2 RAC1 RAC3 RAD21 RAF1 RAI1 RALA RALGAPA1 RAPSN RARB RARS2 RB1 RBL2 RBM10 RBP3 RDH12 RECQL RECQL4 REEP6 RELN RERE RFC2 RFX7 RGR RHO RHOA RHOBTB2 RIN2 RIPK4 RIPPLY2 RLBP1 RLIM RMRP RNF13 RNF2 RNU4ATAC ROM1 ROR2 RP1 RP1L1 RP2 RP9 RPE65 RPGR RPGRIP1L RPL10 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS23 RPS24 RPS26 RPS27 RPS28 RPS29 RPS6KA3 RPS7 RREB1 RSPRY1 RSRC1 RTL1 RTTN RUNX2 RYR1 RYR3 SAG SALL4 SATB2 SC5D SCAPER SCARF2 SCLT1 SCN1A SCN1B SCN2A SCN4A SCNM1 SCO2 SCUBE3 SCYL2 SDCCAG8 SEC23A SEC24C SEMA3E SEMA4A SEMA5A SEPTIN9 SET SETBP1 SETD2 SETD5 SF3B4 SH2B1 SH3PXD2B SHANK3 SHH SHOX SHROOM4 SIK1 SIM1 SIN3A SIX2 SIX3 SKI SKIC2 SKIC3 SLC12A6 SLC18A3 SLC1A4 SLC25A22 SLC25A24 SLC26A2 SLC2A1 SLC32A1 SLC35A2 SLC35C1 SLC39A13 SLC3A1 SLC45A1 SLC5A5 SLC6A1 SLC6A9 SLC7A14 SMAD4 SMARCA2 SMARCA4 SMARCAL1 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMG9 SMO SMOC1 SMPD4 SMS SNAI2 SNAP29 SNORD115-1 SNORD116-1 SNRNP200 SNRPN SNX14 SON SOS1 SOST SOX10 SOX11 SOX18 SOX4 SOX5 SOX6 SOX9 SP7 SPATA5 SPATA5L1 SPATA7 SPECC1L SPEN SPOP SPRED2 SPRTN SPRY4 SPTBN1 SRCAP SRD5A3 STAG1 STAG2 STAT3 STRA6 STRADA STT3A STX16 STX1A SUFU SUMF1 SUPT16H SVBP SYNE1 SYNGAP1 TAC3 TACR3 TAF1 TAF6 TALDO1 TAOK1 TAPT1 TASP1 TBC1D20 TBC1D24 TBCE TBCK TBL2 TBX1 TBX2 TBX4 TBX6 TCF20 TCF3 TCF4 TCOF1 TCTN1 TCTN2 TCTN3 TDGF1 TENT5A TFAP2A TFAP2B TFE3 TG TGFB3 TGIF1 THSD1 TLK2 TMCO1 TMEM107 TMEM138 TMEM147 TMEM216 TMEM218 TMEM231 TMEM237 TMEM270 TMEM53 TMEM67 TMEM70 TMEM94 TNNI2 TNNT3 TNPO2 TOE1 TOGARAM1 TONSL TOPORS TOR1A TP63 TPM2 TPO TPR TRAPPC9 TRIM32 TRIM37 TRIM8 TRIO TRIP11 TRIP12 TRMT1 TRPM3 TRPS1 TRPV4 TRPV6 TRRAP TSHB TSR2 TTC26 TTC8 TUB TUBA1A TUBB TUBGCP4 TUBGCP6 TULP1 TWIST1 TWIST2 TXNL4A UBE2A UBE3B UBE4B UFD1 UGP2 UMPS UNC80 UPF3B UQCC2 USB1 USH2A USP9X VANGL2 VARS1 VDR VPS13B VPS33A VPS35L VPS37D WAC WARS1 WARS2 WASHC5 WDPCP WDR11 WDR19 WDR26 WDR35 WDR37 WDR4 WLS WNT5A WNT7A XRCC4 XYLT1 YARS1 ZBTB18 ZBTB20 ZBTB24 ZDHHC9 ZEB2 ZIC2 ZMIZ1 ZMPSTE24 ZMYM2 ZNF292 ZNF335 ZNF408 ZNF423 ZNF513 ZNF526 ZNF699 ZSWIM6 HP_ABNORMAL_NASAL_DORSUM_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_NASAL_DORSUM_MORPHOLOGY AASS ABCA12 ADAR ADAT3 ALDH18A1 ALG9 ALX4 AP4M1 APC ARSL ASH1L ASPH ATP6V1E1 ATP7A ATR ATRIP ATRX B9D1 B9D2 BANF1 BMPER BUB1 BUB1B BUB3 C12orf57 CANT1 CASZ1 CAV1 CC2D2A CCDC22 CDON CENPE CENPJ CENPT CEP152 CEP290 CEP55 CEP57 CHRNA1 CHRND CHRNG CLCN3 CNOT3 COG4 COL1A1 COL1A2 COL3A1 CPLX1 CREBBP CSGALNACT1 CSPP1 CTBP1 CTSK DDR2 DISP1 DLL1 DMXL2 DNA2 DONSON DPF2 DZIP1L EBP EDA EDA2R EDAR EDARADD EFEMP2 EFNB1 ELN EP300 ERCC2 ERCC4 ERF EXOSC2 FAM20C FBN1 FBXL4 FGF20 FGF8 FGFR1 FGFR2 FGFR3 FGFRL1 FOCAD FOXA2 FOXC1 FOXH1 FOXP2 GABRD GAS1 GFRA1 GH1 GHR GLB1 GLI2 GLI3 GMNN GREB1L GRIP1 HDAC6 HESX1 HNRNPH1 HNRNPK HRAS HSPA9 HSPG2 IFIH1 IGF1 IL11RA IL2RA ITCH ITGA8 JAG1 KCNAB2 KDF1 LBR LEMD2 LETM1 LHX4 LIG4 LMBR1 LMNA LRP4 LSM11 LTBP1 LUZP1 MAN2B1 MBD5 MBTPS2 MEIS2 METTL5 MGAT2 MKS1 MMP23B MN1 MSL3 MTX2 MYH3 NALCN NBN NEK9 NFKBIA NHEJ1 NODAL NRAS NSD2 NUP188 NUP85 OTX2 PAX3 PAX7 PCNT PDE4D PDGFRB PDPN PEPD PEX1 PEX12 PHGDH PIGL PKHD1 PLCH1 PLK4 POLD1 POLR3A POU1F1 PPP2R3C PRDM16 PRKAR1A PRKCZ PRMT7 PROP1 PRPS1 PSAT1 PTCH1 PTF1A PTPN11 PUS1 PYCR1 RBBP8 RECQL RECQL4 RERE RET RLIM RMRP RNASEH2A RNASEH2B RNASEH2C RNU7-1 RPGRIP1 RPGRIP1L RPL10 RPS19 RUNX2 SAMHD1 SATB2 SCARF2 SHANK3 SHH SIX3 SKI SKIC3 SLC25A24 SLC2A10 SLC35C1 SLC37A4 SMARCA2 SMC1A SNAP29 SOST SOX3 SOX9 SPEN STAG2 STAT5B STIL SUZ12 TBCE TBL1XR1 TBX1 TCTN1 TCTN2 TCTN3 TDGF1 TFAP2B TGIF1 TMEM107 TMEM216 TMEM231 TMEM237 TMEM67 TRAF6 TRAIP TREX1 TRIP13 TWIST1 TWIST2 TXNDC15 UBE4B UBR1 VPS13B WDR73 WNT9B WRN XRCC4 ZEB2 ZIC2 ZMPSTE24 ZPR1 HP_ABNORMAL_NASAL_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_NASAL_MORPHOLOGY AARS1 AASS ABCA12 ABCA4 ABCA5 ABCC8 ABCC9 ABCD1 ABL1 ACAN ACER3 ACOX1 ACP5 ACSL4 ACTB ACTG1 ACTG2 ACTL6B ACVRL1 ACY1 ADA2 ADAMTS10 ADAMTS18 ADAMTS2 ADAMTS3 ADAMTSL1 ADAMTSL2 ADAR ADAT3 ADGRG6 ADNP ADSL AFF2 AFF3 AFF4 AGA AGBL5 AGL AGO1 AGO2 AHDC1 AHI1 AHR AHSG AIFM1 AIMP2 AIP AKT1 AKT3 ALDH18A1 ALDH1A2 ALDH6A1 ALG12 ALG13 ALG2 ALG3 ALG9 ALX1 ALX3 ALX4 AMER1 AMMECR1 ANK1 ANKH ANKRD11 ANKRD17 ANTXR1 AP1S2 AP2M1 AP3B1 AP4B1 AP4E1 AP4M1 AP4S1 APC APC2 ARHGEF18 ARID1A ARID1B ARID2 ARL13B ARL2BP ARL3 ARL6 ARMC9 ARSB ARSK ARSL ARVCF ARX ASH1L ASNS ASPH ASXL1 ASXL2 ASXL3 ATAD3A ATIC ATN1 ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 ATP7A ATPAF2 ATR ATRIP ATRX AUTS2 AVP B3GALT6 B3GAT3 B3GLCT B4GALT1 B4GALT7 B9D1 B9D2 BANF1 BAP1 BAZ1B BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCAP31 BCAS3 BCL11A BCL11B BCL7B BCOR BCORL1 BCR BEST1 BICRA BLM BLTP1 BMP2 BMPER BMPR1A BMPR1B BNC2 BPNT2 BPTF BRAF BRCA1 BRCC3 BRD4 BRF1 BRPF1 BTNL2 BUB1 BUB1B BUB3 BUD23 C12orf57 C2CD3 CA4 CACNA1B CACNA1C CACNA1G CAMKMT CAMSAP1 CAMTA1 CANT1 CAPN15 CARS1 CASK CASZ1 CAV1 CBL CBY1 CC2D2A CCBE1 CCDC103 CCDC22 CCDC39 CCDC40 CCDC47 CCDC65 CCDC8 CCDC88A CCND2 CCNK CCNO CCNQ CD96 CDC42 CDC42BPB CDCA7 CDH11 CDH2 CDHR1 CDK10 CDK13 CDK19 CDK5RAP2 CDKL5 CDKN1C CDON CEACAM3 CEACAM6 CENPE CENPF CENPJ CENPT CEP104 CEP120 CEP152 CEP19 CEP290 CEP41 CEP55 CEP57 CERKL CERT1 CFAP221 CFAP298 CFAP300 CFAP418 CFAP74 CFTR CHD2 CHD3 CHD5 CHD7 CHD8 CHMP1A CHN1 CHRNA1 CHRNA7 CHRND CHRNG CHST14 CHST3 CHSY1 CILK1 CIT CITED2 CKAP2L CLCA4 CLCF1 CLCN3 CLIC2 CLIP2 CLP1 CLPB CLRN1 CLTCL1 CNGA1 CNGB1 CNOT1 CNOT2 CNOT3 COG1 COG4 COG5 COG6 COG7 COG8 COL11A1 COL11A2 COL18A1 COL1A1 COL1A2 COL27A1 COL2A1 COL3A1 COL5A1 COL9A3 COLEC10 COLEC11 COMT COX4I1 COX7B CPLANE1 CPLX1 CPSF3 CPT2 CRB1 CREBBP CRIPT CRKL CRLF1 CRX CSF1R CSGALNACT1 CSNK2A1 CSPP1 CTBP1 CTCF CTNNB1 CTNND2 CTSD CTSK CTU2 CUL4B CUL7 CUX1 CWC27 DCAF17 DCHS1 DCPS DCTN4 DDB1 DDB2 DDR2 DDX3X DEAF1 DENND5A DGCR2 DGCR6 DGCR8 DHCR24 DHCR7 DHDDS DHPS DHX30 DHX37 DHX38 DICER1 DIS3L2 DISP1 DLK1 DLL1 DLL3 DLX4 DMXL2 DNA2 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAJC30 DNAL1 DNMT3A DNMT3B DOCK3 DOCK6 DOCK7 DOK7 DONSON DPF2 DPH1 DPH2 DPH5 DPM1 DPM2 DPYD DPYSL5 DRC1 DSE DUOX2 DUOXA2 DUSP6 DVL1 DVL3 DYNC1I2 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYRK1A DZIP1L EBF3 EBP ECE1 ECEL1 ECM1 EDA EDA2R EDAR EDARADD EDEM3 EDN3 EDNRA EDNRB EED EEF1A2 EFEMP2 EFNB1 EFTUD2 EHMT1 EIF2AK3 EIF2S3 EIF4A3 EIF4H EIF5A ELN EMG1 ENG EP300 EPG5 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ERF ESCO2 ESS2 ETFA ETFB ETFDH EXOC2 EXOSC1 EXOSC2 EXOSC5 EXT1 EXT2 EXTL3 EYA1 EYS EZH2 FAM149B1 FAM161A FAM20C FANCL FAR1 FAT4 FBN1 FBXL3 FBXL4 FBXO28 FBXO31 FCGR2A FDFT1 FGD1 FGF17 FGF20 FGF3 FGF8 FGFR1 FGFR2 FGFR3 FGFRL1 FH FHL1 FIG4 FKBP6 FLCN FLI1 FLII FLNA FLNB FLT4 FMR1 FOCAD FOXA2 FOXC1 FOXG1 FOXH1 FOXJ1 FOXL2 FOXP1 FOXP2 FRA10AC1 FRAS1 FREM1 FREM2 FRMD4A FRMPD4 FSCN2 FTO FTSJ1 FUCA1 FUT8 FZD2 G6PC3 GABRA3 GABRD GAD1 GALNT2 GAS1 GAS2L2 GAS8 GATA1 GATA4 GATA5 GATA6 GATAD2B GBA1 GCLC GDF1 GDF11 GDF5 GFRA1 GGCX GH1 GHR GJA1 GJA5 GJA8 GLB1 GLI2 GLI3 GLIS3 GLUL GMNN GMPPA GNAI1 GNAO1 GNAS GNB2 GNE GNPAT GNPTAB GNRH1 GNRHR GNS GOLGA2 GP1BB GPAA1 GPC3 GPC4 GPC6 GPR101 GPRASP2 GPX4 GREB1L GRIN1 GRIN2A GRIP1 GRM7 GSTM3 GTF2I GTF2IRD1 GTF2IRD2 GTPBP2 GUCA1B H3-3A H3-3B H4C11 H4C3 H4C5 H4C9 HBA1 HBA2 HBB HCCS HDAC4 HDAC6 HDAC8 HEATR3 HECTD4 HECW2 HELLS HEPACAM HERC1 HERC2 HES7 HESX1 HFE HGSNAT HIC1 HIRA HIVEP2 HK1 HLA-DRB1 HMGA2 HMOX1 HNRNPH1 HNRNPH2 HNRNPK HNRNPR HOXB1 HPDL HRAS HS2ST1 HS6ST1 HSD17B4 HSPA9 HSPG2 HUWE1 HYAL1 HYDIN HYLS1 HYMAI HYOU1 IARS2 IDH3A IDH3B IDS IDUA IER3IP1 IFIH1 IFT122 IFT140 IFT172 IFT27 IFT43 IFT52 IFT57 IFT74 IFT80 IFT81 IFT88 IGBP1 IGF1 IGF1R IL11RA IL1RAPL1 IL2RA IL6ST IMPDH1 IMPG1 IMPG2 INPP5E INPPL1 INSR INTS1 INTU IPO8 IQSEC2 IRF6 IRX5 ITCH ITGA3 ITGA8 ITGB6 IYD JAG1 JARID2 JMJD1C KANSL1 KAT5 KAT6A KAT6B KAT8 KATNB1 KATNIP KCNA1 KCNAB2 KCNE5 KCNH1 KCNJ11 KCNJ2 KCNJ5 KCNJ6 KCNJ8 KCNK9 KCNMA1 KCNN3 KCNN4 KCTD1 KDF1 KDM1A KDM3B KDM4B KDM5B KDM5C KDM6A KDM6B KDR KIAA0586 KIAA0753 KIAA1549 KIF11 KIF14 KIF15 KIF1A KIF21A KIF7 KIFBP KISS1 KISS1R KIT KIZ KLHL15 KLHL7 KMT2A KMT2B KMT2D KMT5B KNL1 KNSTRN KPTN KRAS KREMEN1 KYNU LAMA5 LARP7 LAS1L LBR LEMD2 LEMD3 LETM1 LFNG LHX3 LHX4 LIFR LIG4 LIMK1 LINS1 LMBR1 LMBRD2 LMNA LMNB1 LMX1B LONP1 LRAT LRP2 LRP4 LRPPRC LRRC56 LSM11 LSS LTBP1 LTBP3 LTBP4 LUZP1 LZTFL1 MAB21L1 MACF1 MADD MAF MAFB MAGEL2 MAK MAN1B1 MAN2B1 MAN2C1 MAP2K1 MAP2K2 MAP3K7 MAPK1 MAPK8IP3 MAPKAPK5 MAPRE2 MARS2 MASP1 MBD5 MBTPS2 MCIDAS MCOLN1 MCTP2 MDH1 MDM2 MECP2 MED12 MED12L MED13 MED13L MED25 MED27 MEF2C MEG3 MEGF8 MEIS2 MERTK MESD MESP2 METTL23 METTL27 METTL5 MGAT2 MGP MIA3 MICU1 MID1 MIF MINPP1 MIPEP MIR140 MITF MKKS MKRN3 MKS1 MLXIPL MMP2 MMP23B MN1 MOCS1 MOCS2 MOGS MPDZ MPLKIP MRAS MRPS14 MSL3 MSX1 MTHFR MTOR MTX2 MUSK MVK MYCN MYH3 MYMK MYMX MYO18B MYOD1 MYRF MYT1L NAA10 NACC1 NAGA NALCN NANS NARS2 NBN NCAPG2 NCF1 NDE1 NDP NDUFB11 NECTIN1 NEDD4L NEK1 NEK10 NEK2 NEK9 NELFA NEPRO NEU1 NEUROD2 NEXMIF NF1 NFASC NFIA NFIB NFIX NFKBIA NGLY1 NHEJ1 NHLH2 NHS NIN NIPBL NKX2-5 NKX2-6 NME5 NME8 NMNAT1 NODAL NOG NONO NOTCH2 NOTCH3 NOVA2 NPAP1 NPHP1 NPR2 NR2E3 NR2F1 NRAS NRCAM NRL NSD1 NSD2 NSDHL NSMCE3 NSMF NSRP1 NSUN2 NUAK2 NUDT2 NUP188 NUP85 NUP88 NXN OBSL1 OCLN ODAD1 ODAD2 ODAD3 ODAD4 ODC1 OFD1 OPHN1 ORC4 ORC6 OTUD6B OTX2 P4HTM PACS1 PACS2 PAFAH1B1 PAH PAICS PAK2 PAK3 PAM16 PARS2 PAX1 PAX3 PAX7 PBX1 PCARE PCDHGC4 PCGF2 PCLO PCNT PDE4D PDE6A PDE6B PDE6D PDE6G PDGFRB PDHA1 PDPN PEPD PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PGAP1 PGAP2 PGAP3 PGM2L1 PHF21A PHF8 PHGDH PHIP PIBF1 PIEZO2 PIGA PIGB PIGF PIGG PIGL PIGN PIGO PIGP PIGQ PIGS PIGT PIGU PIGV PIGW PIGY PIK3C2A PIK3CA PIK3CD PIK3R1 PIK3R2 PITX1 PITX2 PKDCC PKHD1 PLA2G6 PLAA PLAGL1 PLCB3 PLCH1 PLEC PLK4 PLOD1 PLOD3 PLXNA1 PMM2 PNKP POC1A POGZ POLA1 POLD1 POLE POLG2 POLR1A POLR1B POLR1C POLR1D POLR3A POLRMT POMGNT1 POR PORCN POU1F1 POU4F1 PPM1B PPM1D PPP1CB PPP1R12A PPP1R15B PPP1R21 PPP2CA PPP2R1A PPP2R3C PPP2R5D PPP3CA PQBP1 PRCD PRDM16 PREPL PRIM1 PRKACA PRKACB PRKAR1A PRKAR1B PRKCZ PRKD1 PRKDC PRKG2 PRMT7 PROK2 PROKR2 PROM1 PROP1 PRPF3 PRPF31 PRPF4 PRPF6 PRPF8 PRPH2 PRPS1 PRRX1 PSAT1 PSMB8 PSMC1 PSMD12 PTCH1 PTCH2 PTEN PTF1A PTGER2 PTH1R PTPN11 PTPRF PUF60 PUM1 PURA PUS1 PUS7 PWAR1 PWRN1 PYCR1 PYCR2 QARS1 QRICH1 RAB18 RAB23 RAB3GAP1 RAB3GAP2 RAC1 RAC3 RAD21 RAF1 RAI1 RALA RALGAPA1 RAPSN RARB RARS2 RB1 RBBP8 RBL2 RBM10 RBM8A RBMX RBP3 RDH11 RDH12 RECQL RECQL4 REEP6 RELN RERE RET RFC2 RFX7 RGR RHO RHOA RHOBTB2 RIC1 RIN2 RIPK4 RIPPLY2 RLBP1 RLIM RMRP RNASEH2A RNASEH2B RNASEH2C RNF125 RNF13 RNF135 RNF2 RNU4ATAC RNU7-1 ROM1 ROR2 RP1 RP1L1 RP2 RP9 RPE65 RPGR RPGRIP1 RPGRIP1L RPL10 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS23 RPS24 RPS26 RPS27 RPS28 RPS29 RPS6KA3 RPS7 RREB1 RSPH1 RSPH3 RSPH4A RSPH9 RSPO2 RSPRY1 RSRC1 RTL1 RTTN RUNX2 RUSC2 RYR1 RYR3 SAG SALL4 SAMHD1 SATB2 SC5D SCAPER SCARF2 SCLT1 SCN1A SCN1B SCN2A SCN4A SCNM1 SCO2 SCUBE3 SCYL2 SDCCAG8 SEC23A SEC24C SEMA3E SEMA4A SEMA5A SEPTIN9 SERPINA1 SET SETBP1 SETD1A SETD2 SETD5 SF3B4 SH2B1 SH3PXD2B SHANK3 SHH SHOC2 SHOX SHROOM4 SIK1 SIM1 SIN3A SIX2 SIX3 SKI SKIC2 SKIC3 SLC11A1 SLC12A6 SLC17A5 SLC18A3 SLC1A4 SLC25A22 SLC25A24 SLC25A46 SLC26A2 SLC26A9 SLC29A3 SLC2A1 SLC2A10 SLC32A1 SLC35A2 SLC35C1 SLC35D1 SLC37A4 SLC39A13 SLC3A1 SLC45A1 SLC5A5 SLC6A1 SLC6A14 SLC6A9 SLC7A14 SLC9A3 SLC9A6 SLF2 SLX4 SMAD4 SMARCA2 SMARCA4 SMARCAL1 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMC5 SMCHD1 SMG8 SMG9 SMO SMOC1 SMPD4 SMS SNAI2 SNAP29 SNIP1 SNORD115-1 SNORD116-1 SNRNP200 SNRPN SNX14 SON SOS1 SOST SOX10 SOX11 SOX18 SOX3 SOX4 SOX5 SOX6 SOX9 SP7 SPAG1 SPART SPATA5 SPATA5L1 SPATA7 SPECC1L SPEF2 SPEN SPOP SPRED2 SPRTN SPRY4 SPTBN1 SRCAP SRD5A3 STAG1 STAG2 STAMBP STAT3 STAT5B STIL STIM1 STING1 STK11 STK36 STRA6 STRADA STT3A STX16 STX1A STXBP1 SUFU SUMF1 SUPT16H SUZ12 SVBP SYNE1 SYNGAP1 SYT1 TAB2 TAC3 TACR3 TAF1 TAF6 TALDO1 TAOK1 TAP1 TAP2 TAPBP TAPT1 TASP1 TBC1D20 TBC1D23 TBC1D24 TBCD TBCE TBCK TBL1XR1 TBL2 TBX1 TBX2 TBX21 TBX4 TBX6 TCF20 TCF3 TCF4 TCOF1 TCTN1 TCTN2 TCTN3 TDGF1 TENT5A TFAP2A TFAP2B TFE3 TG TGDS TGFB1 TGFB3 TGIF1 THOC6 THSD1 THUMPD1 TLK2 TMCO1 TMEM107 TMEM138 TMEM147 TMEM216 TMEM218 TMEM231 TMEM237 TMEM270 TMEM53 TMEM67 TMEM70 TMEM94 TMLHE TNNI2 TNNT3 TNPO2 TOE1 TOGARAM1 TONSL TOPORS TOR1A TP63 TPM2 TPO TPR TRAF6 TRAIP TRAPPC9 TREX1 TRIM32 TRIM37 TRIM8 TRIO TRIP11 TRIP12 TRIP13 TRMT1 TRMT10A TRPM3 TRPS1 TRPV4 TRPV6 TRRAP TSHB TSPEAR TSR2 TTC12 TTC26 TTC5 TTC8 TTI2 TUB TUBA1A TUBB TUBGCP2 TUBGCP4 TUBGCP6 TULP1 TWIST1 TWIST2 TXNDC15 TXNL4A UBA1 UBE2A UBE3B UBE4B UBR1 UFC1 UFD1 UGP2 UMPS UNC119 UNC80 UPF3B UQCC2 USB1 USH1G USH2A USP9X VAC14 VANGL2 VARS1 VDR VPS13B VPS33A VPS35L VPS37D VPS51 VPS53 WAC WARS1 WARS2 WASHC4 WASHC5 WBP11 WDPCP WDR11 WDR19 WDR26 WDR35 WDR37 WDR4 WDR62 WDR73 WLS WNT3 WNT5A WNT7A WNT9B WRN WWOX XPA XPC XRCC4 XYLT1 YARS1 YARS2 YWHAE YY1 ZBTB18 ZBTB20 ZBTB24 ZC4H2 ZDHHC9 ZEB2 ZFPM2 ZIC2 ZMIZ1 ZMPSTE24 ZMYM2 ZMYND10 ZNF148 ZNF292 ZNF335 ZNF341 ZNF408 ZNF423 ZNF462 ZNF513 ZNF526 ZNF668 ZNF699 ZNHIT3 ZPR1 ZSWIM6 HP_ABNORMAL_NASAL_MUCOSA_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_NASAL_MUCOSA_MORPHOLOGY ACVRL1 BTNL2 CCDC103 CCDC39 CCDC40 CCDC65 CCNO CEACAM3 CEACAM6 CFAP221 CFAP298 CFAP300 CFAP74 CFTR CLCA4 DCTN4 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAL1 DRC1 ECM1 EDNRA ENG FCGR2A FOXJ1 GAS2L2 GAS8 GCLC GSTM3 HFE HLA-DRB1 HMOX1 HYDIN KCNN4 LRRC56 MCIDAS MIF NEK10 NME5 NME8 ODAD1 ODAD2 ODAD3 ODAD4 OFD1 PTGER2 RPGR RSPH1 RSPH3 RSPH4A RSPH9 SERPINA1 SLC11A1 SLC26A9 SLC6A14 SLC9A3 SPAG1 SPEF2 STK11 STK36 STX1A TAP1 TAP2 TAPBP TBX21 TGFB1 TTC12 UNC119 ZMYND10 HP_ABNORMAL_NASAL_SEPTUM_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_NASAL_SEPTUM_MORPHOLOGY ARSL ATP6V1B2 CREBBP EP300 EXOSC5 FGFR2 FLNB IRF6 MSX1 MYMX NECTIN1 NF1 NOG NONO PAH PTCH1 RPS6KA3 SIX3 STING1 TFAP2A TGIF1 TP63 UBA1 HP_ABNORMAL_NASAL_SKELETON_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_NASAL_SKELETON_MORPHOLOGY ALX4 BRAF CTNNB1 PDGFRB PPP1R12A PTCH1 SIX3 SLC25A24 TGIF1 TONSL UBA1 USH1G HP_ABNORMAL_NASAL_TIP_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_NASAL_TIP_MORPHOLOGY ABCA5 ABCC9 ACTB ACTG1 ACTL6B ADAMTS18 ADNP AFF3 AGL AGO1 AIFM1 ALDH1A2 ALDH6A1 ALG3 ALX3 ALX4 AP4B1 AP4E1 AP4M1 AP4S1 APC ARID1A ARID1B ARID2 ARSL ARVCF ASNS ASXL2 ASXL3 ATN1 ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 ATRX AUTS2 BCL11A BCOR BICRA BPTF BRAF C2CD3 CAMTA1 CASK CCDC47 CCDC8 CCNK CCNQ CDC42 CDC42BPB CDH11 CDK10 CDK13 CDK19 CENPJ CEP55 CEP57 CHD5 CHRNA7 CILK1 CIT CLCN3 CLIC2 CLP1 CLPB COG4 COG6 COL11A2 COL18A1 COL1A2 COLEC11 COMT CPLANE1 CPLX1 CPT2 CSF1R CSGALNACT1 CTCF CTNNB1 CUL4B CUL7 CUX1 DDX3X DGCR2 DGCR6 DGCR8 DLX4 DOCK6 DOCK7 DPF2 DPYD DYNC1I2 DYRK1A EBF3 EBP ECE1 ECEL1 EDEM3 EFEMP2 EFNB1 EIF2S3 EIF5A ELN EPG5 ESS2 EXOC2 EXOSC2 EXT1 EXT2 EXTL3 FAM149B1 FANCL FBN1 FBXL3 FBXO28 FBXO31 FLCN FLNA FLNB FMR1 FOXG1 FOXP1 FRA10AC1 FREM1 FRMPD4 FZD2 GATAD2B GJA5 GJA8 GLB1 GP1BB GPAA1 H4C3 H4C5 HDAC4 HDAC8 HECW2 HIRA HK1 HNRNPK HRAS HS2ST1 HSPA9 HUWE1 IDUA IGF1R INTS1 JAG1 JARID2 JMJD1C KANSL1 KAT5 KAT6A KAT6B KATNB1 KCNH1 KCNJ2 KCNJ5 KCNJ6 KCNK9 KCNMA1 KCNN3 KDM1A KDM3B KDM4B KDM5B KDM6A KIAA0753 KIF11 KIF15 KIF7 KIFBP KMT2A KMT2B KMT2D KNSTRN KPTN LAS1L LMNA LMX1B LRP2 LTBP1 LTBP3 MADD MAN1B1 MAP3K7 MAPKAPK5 MBD5 MCTP2 MED12 MED12L MED13L MED25 MESD METTL5 MIPEP MLXIPL MMP2 MPDZ MRAS MTX2 MUSK MYCN MYMK MYO18B NAA10 NACC1 NANS NHEJ1 NRAS NSD1 NXN OBSL1 ODC1 OFD1 PACS1 PCGF2 PDE4D PDE6D PGAP2 PGAP3 PGM2L1 PHF21A PHF8 PHIP PIGL PIGO PIGQ PIGV PIGW PIGY PIK3CD POC1A POGZ POR PORCN POU4F1 PPP2CA PPP3CA PQBP1 PRIM1 PRKACA PRKACB PRKAR1A PRKAR1B PRMT7 PTCH1 PTPRF PUF60 PURA PYCR1 PYCR2 QRICH1 RAB3GAP1 RAB3GAP2 RAD21 RARB RBMX RERE RFX7 RHOBTB2 RNF135 RNU4ATAC RPS6KA3 RREB1 RUSC2 RYR1 SATB2 SC5D SCNM1 SCYL2 SEC24C SET SETBP1 SETD2 SETD5 SH3PXD2B SHANK3 SIM1 SIN3A SIX2 SLC25A46 SLC35C1 SLX4 SMARCA2 SMARCA4 SMARCAL1 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC3 SMC5 SMG8 SMG9 SMPD4 SMS SNIP1 SNRPN SNX14 SOX11 SOX4 SOX5 SPEN SPOP SPRTN SPTBN1 SRCAP SRD5A3 STAG2 STXBP1 SUPT16H SYT1 TAF1 TBC1D23 TBC1D24 TBCK TBL1XR1 TBX1 TBX2 TBX4 TCF20 TCF4 TCTN3 TFAP2A TFAP2B TGFB3 TGIF1 TLK2 TMEM216 TMEM231 TOE1 TONSL TOPORS TP63 TPR TRIO TRPM3 TRPS1 TRRAP TUBGCP2 TWIST1 TWIST2 UFD1 UNC80 USP9X WAC WASHC4 WDR26 WDR62 XRCC4 YY1 ZBTB20 ZEB2 ZMPSTE24 ZMYM2 ZNF292 ZSWIM6 HP_ABNORMAL_NASOLACRIMAL_SYSTEM_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_NASOLACRIMAL_SYSTEM_MORPHOLOGY BCL10 BIRC3 BTNL2 CD151 COL3A1 COX7B CREBBP EP300 EYA1 FGF10 FGFR1 FGFR2 FGFR3 FOXL2 FOXP1 FRAS1 FREM1 FREM2 GJB2 GJB6 GRIP1 HCCS HLA-DRB1 HMX1 IGSF3 KAT6A KAT6B KIF11 KMT2D KNSTRN KRAS LEMD3 MALT1 MBTPS2 MED12 MEGF8 NDUFB11 NHP2 NOP10 PAX1 PAX3 PEX1 PEX6 PIK3CD PPP1CB PPP2R3C PRMT7 PRR12 PTDSS1 SATB2 SIX1 SIX5 SLC25A24 SMC3 SMC5 SMCHD1 SOX10 SOX6 SPRED2 TAF1 TCOF1 TET3 TFAP2A TGDS TP63 TRRAP TWIST1 UBR1 USB1 YY1 HP_ABNORMAL_NASOPHARYNX_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_NASOPHARYNX_MORPHOLOGY ACP5 ADA ADA2 ADNP AICDA ALG12 ALMS1 ARHGEF1 ARID1A ARID1B ARID2 ARSB ASAH1 ATM BLM BTK C4B CARMIL2 CCDC65 CD19 CD4 CD79A CD79B CD81 CFAP298 CFAP74 CFI CIITA COG4 COL5A1 COL5A2 CORO1A CR2 CREBBP CTLA4 CXCR4 DCLRE1C DNAAF1 DNAAF11 DNAAF2 DNAAF4 DNAAF5 DNAAF6 DNAH5 DNAI1 DNAI2 DNAJB13 DOCK8 DPF2 DPP9 DYM EGFR EP300 FCGR3A FCHO1 FOXJ1 FOXN1 FOXP1 G6PC3 GALNS GAS2L2 GAS8 GJA1 GLB1 GLI3 GNPTAB GNS GUSB HCK HGSNAT HLA-B HLA-DRB1 HPS6 HYDIN HYOU1 ICOS IDS IFIH1 IGHG2 IGHM IGKC IKBKB IKBKG IL10RB IL17RA IL21R IL2RG IL6R IL6ST IL7R IRF2BP2 IVNS1ABP JAK3 KATNIP KDM5C KRT5 LCK LEP LEPR LRBA MAGT1 MBTPS2 MCIDAS MDFIC MDM4 MGAT2 MGP MID1 MS4A1 MST1R MYSM1 NAGLU NBN NCF4 NEK10 NFIX NFKB1 NFKB2 NFKBIA NME5 NME8 ODAD1 ODAD2 OFD1 P4HA2 PDE11A PHIP PIK3CD PIK3R1 PLG PLVAP PNP POLE PRKAR1A PRKCD PRPS1 PSMB8 PTEN PTPN22 RAC2 RAG1 RAG2 RELB RFX5 RFX7 RFXANK RFXAP RNF168 RPGR RSPH1 RSPH4A RSPRY1 SALL4 SASH3 SCNN1A SCNN1B SCNN1G SETBP1 SGSH SH2D1A SH3KBP1 SHH SLC29A3 SLC37A4 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SOX11 SOX4 SOX9 SPAG1 SPI1 STAT1 STAT3 STK11 STK36 STK4 STX3 STXBP2 TAFAZZIN TAP1 TAP2 TAPBP TBC1D24 TBX1 TMCO1 TNFRSF13B TNFRSF13C TNFRSF1A TNFRSF9 TNFSF12 TOM1 TP53 TP63 UNC119 UNG UQCRH USB1 USP26 USP9X WAS XIAP ZAP70 ZBTB24 ZBTB7A ZMYND10 ZNF341 HP_ABNORMAL_NATURAL_KILLER_CELL_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_NATURAL_KILLER_CELL_MORPHOLOGY AP3B1 B2M CARD9 CD3D CD3E CD70 DCLRE1B DNMT3B DOCK8 ELF4 FCGR3A GATA2 GINS1 IKBKB IL2RG IL6ST IRAK4 JAK3 KNSTRN LAT LYST MCM10 MCM4 MYD88 NLRC4 PGM3 PIK3CD PIK3CG PIK3R1 PRKDC PTPRC RAG1 RAG2 RIPK1 SASH3 SP110 SYK TOM1 ZAP70 HP_ABNORMAL_NEPHRON_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_NEPHRON_MORPHOLOGY ACE ACP5 ACSL4 ACTN4 ADA AGT AGTR1 ALMS1 AMMECR1 ANKFY1 ANLN ANTXR1 APOE APOL1 ARHGAP24 ARHGDIA AVIL BANK1 BAZ1B BCL7B BCS1L BLK BSND BTNL2 BUD23 C1QA C3 C4A C4B CASP10 CCR1 CD151 CD2AP CD81 CEP83 CFH CFHR5 CFI CLCN5 CLCNKB CLIP2 COL4A3 COL4A4 COL4A5 COL7A1 COPA COQ2 COQ6 COQ8B CPT2 CR2 CRB2 CTLA4 CTNS DAAM2 DCDC2 DGKE DLST DNAJC30 DNASE1 DNASE1L3 DNASE2 DNMT3A DPH1 DPH2 EIF4H ELN ELP1 EMP2 EPAS1 ERAP1 ETS1 FAH FAN1 FAS FASLG FCGR2A FCGR2B FCGR3B FH FKBP6 FN1 FOXC2 FOXP3 G6PC1 GAPVD1 GATA3 GBE1 GLA GLIS2 GON7 GTF2I GTF2IRD1 GTF2IRD2 HLA-B HLA-DPA1 HLA-DPB1 HLA-DRB1 HNF1B IFNGR1 IFT122 IGHG1 IL10 IL12A IL12A-AS1 IL23R INF2 INVS IRAK1 IRF5 ITGA3 ITGAM ITGB4 JAG1 JAK1 JAZF1 KANK2 KCNE5 KCNJ1 KIAA0319L KIF1B KIRREL1 KLRC4 LAGE3 LAMA3 LAMA5 LAMB2 LAMB3 LAMC2 LIMK1 LMNA LMNB2 LMX1B LPIN2 MAGI2 MAX MDH2 MECP2 MEFV METTL27 MLXIPL MMACHC MME MMP1 MMUT MRPL3 MRPS22 MT-ATP6 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TE MT-TF MT-TH MT-TK MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTRR MTX2 MUC1 MYO1E MYOCD NAA10 NARS2 NCF1 NDUFAF6 NF1 NOS1AP NPHP1 NPHP3 NPHP4 NPHS1 NPHS2 NUP107 NUP133 NUP160 NUP205 NUP37 NUP85 NUP93 OCRL OSGEP PAX2 PBX1 PDCD1 PGM3 PKHD1 PLCE1 PLEC PMM2 PRKCD PRTN3 PTPN22 PTPRO PUS3 PXK RASGRP1 REN RET RFC2 RNU7-1 RPGRIP1L SCARB2 SDHA SDHAF2 SDHB SDHC SDHD SEC61A1 SGPL1 SHPK SLC12A1 SLC12A3 SLC22A12 SLC25A11 SLC2A9 SLC30A9 SLC37A4 SLC41A1 SLC7A7 SMARCAL1 SOCS1 SOX18 SPP1 SPRY2 STAT4 STX1A TBC1D8B TBL2 TLR4 TLR7 TMEM127 TMEM270 TMEM67 TNFAIP3 TNFSF4 TNIP1 TP53RK TPRKB TRAF3IP1 TREX1 TRIM8 TRPC6 TULP3 UBAC2 UBE2L3 UMOD VHL VPS33A VPS33B VPS37D WAS WDR19 WDR4 WDR73 WIPF1 WT1 XPNPEP3 YRDC ZAP70 ZNFX1 HP_ABNORMAL_NERVE_CONDUCTION_VELOCITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_NERVE_CONDUCTION_VELOCITY AARS1 ABHD12 AIFM1 ARHGEF10 ARSA ATP11A ATP7B ATXN1 ATXN10 BSCL2 CCT5 CHCHD10 CNTNAP1 CTDP1 CYP27A1 DCAF8 DEGS1 DHX16 DNAJC3 DNM2 EGR2 ERCC3 ERCC6 ERCC8 FBLN5 FBN1 FBXO38 FGD4 FIG4 FLVCR1 FXN GALC GARS1 GDAP1 GFM2 GJB1 GJC2 HK1 HPDL HSD17B4 HSPB1 HYCC1 IDUA IGHMBP2 ITPR3 JPH1 KIF1A KIF1B LAMA2 LIG3 LITAF LMNA LRSAM1 LTBP3 LYST MATR3 MED25 MEGF10 MFF MFN2 MORC2 MPZ MTMR2 MTRFR MYH14 NALCN NDRG1 NEFL NEU1 NFASC NGLY1 NOTCH2NLC PDK3 PEX6 PLA2G6 PLEKHG5 PLP1 PMP22 PNKP PNPT1 POLG PRDX3 PRPS1 PRX PSAP PTRH2 RAB7A RAI1 REEP1 RETREG1 RRM2B SACS SAMD9L SBF1 SBF2 SCN9A SCP2 SETX SH3TC2 SIGMAR1 SLC12A6 SLC25A15 SLC5A7 SORD SOX10 SPTLC1 SPTLC2 SUCLA2 TBC1D20 TDP1 TPI1 TRIM2 TYMP UQCRC1 VCP WNK1 YARS1 YME1L1 HP_ABNORMAL_NERVOUS_SYSTEM_ELECTROPHYSIOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_NERVOUS_SYSTEM_ELECTROPHYSIOLOGY AARS1 AARS2 AASS ABAT ABCA5 ABCC8 ABCD1 ABHD12 ACOX1 ACTL6B ADARB1 ADGRG1 ADGRV1 ADK ADRA2B AFG3L2 AGRN AHDC1 AHSG AIFM1 AIMP1 AIMP2 AKT3 ALDH4A1 ALDH5A1 ALDH7A1 ALG1 ALG11 ALG13 ALG14 ALG2 ALG3 ALS2 AMT ANKRD11 ANKRD17 ANTXR1 AP1S2 AP2M1 AP3B2 AP3D1 APC2 APOL2 APOL4 ARFGEF1 ARFGEF2 ARG1 ARHGAP31 ARHGEF10 ARHGEF2 ARHGEF9 ARSA ARV1 ARX ASL ASNS ASPA ATAD1 ATL1 ATL3 ATN1 ATP10A ATP11A ATP1A2 ATP1A3 ATP6V0A1 ATP6V1A ATP6V1B2 ATP7A ATP7B ATXN1 ATXN10 B3GALNT2 BCS1L BRAF BRAT1 BSCL2 C1QBP CABP4 CACNA1A CACNA1B CACNA1E CACNA1G CACNA1H CACNA1S CACNA2D1 CACNB4 CADM3 CAMK2A CAMSAP1 CARS2 CASK CASZ1 CCDC47 CCDC88A CCT5 CDK19 CDK5 CDKL5 CELF2 CEP126 CEP85L CERS1 CHAT CHCHD10 CHD2 CHI3L1 CHMP2B CHRNA2 CHRNA4 CHRNB2 CILK1 CLCN2 CLCN4 CLCN6 CLN5 CLN6 CLN8 CLTC CLTCL1 CLTRN CNKSR2 CNPY3 CNTN2 CNTNAP1 CNTNAP2 COL13A1 COMT COX16 COX4I1 CPA6 CPLANE1 CPLX1 CPT1C CREBBP CRH CRPPA CSTB CTBP1 CTDP1 CTNNA2 CTNND2 CUL3 CUL4B CUX2 CYFIP2 CYP27A1 D2HGDH DAG1 DALRD3 DAOA DCAF8 DCX DDB2 DEAF1 DEGS1 DENND5A DEPDC5 DHDDS DHH DHPS DHX16 DIAPH3 DLL4 DMXL2 DNAJB6 DNAJC3 DNM1 DNM2 DOCK6 DOCK7 DOLK DPAGT1 DPM1 DPM2 DPYD DRD3 EBP EDNRB EEF1A2 EFHC1 EGR2 EIF2S3 EMC1 EMILIN1 EOGT EP300 EPG5 EPM2A ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ERMARD EXOC8 FARS2 FBLN5 FBN1 FBXO28 FBXO38 FDXR FGD4 FGF12 FGF13 FGFRL1 FIG4 FKRP FKTN FLCN FLII FLNC FLVCR1 FOXG1 FOXP1 FRRS1L FXN FZR1 GABBR2 GABRA1 GABRA2 GABRA3 GABRA5 GABRB1 GABRB2 GABRB3 GABRD GABRG2 GAD1 GALC GARS1 GDAP1 GFM2 GJB1 GJC2 GLS GLUD1 GLYCTK GMPPB GNAO1 GNB1 GNB2 GNB5 GOLGA2 GON7 GOSR2 GPAA1 GRIA1 GRIA3 GRIA4 GRIN1 GRIN2A GRIN2B GRIN2D GRM7 GRN GUF1 HCFC1 HCN1 HECW2 HIBCH HIC1 HID1 HIKESHI HK1 HMGCL HNRNPU HPDL HRAS HSD17B4 HSPB1 HSPB8 HSPG2 HTR2A HYCC1 IARS2 IDUA IER3IP1 IGHMBP2 IQSEC2 IREB2 ITGB6 ITPR3 JPH1 JRK KANSL1 KARS1 KCNA1 KCNA2 KCNAB2 KCNB1 KCNC1 KCNC2 KCNH1 KCNJ11 KCNJ18 KCNMA1 KCNQ2 KCNQ3 KCNT1 KCNT2 KCTD7 KDM6A KIF1A KIF1B KMT2D KPNA3 KPTN KRAS LAGE3 LAMA2 LAMC3 LARGE1 LARS2 LETM1 LGI1 LIG3 LIPT2 LITAF LMNA LMNB1 LONP1 LRPPRC LRSAM1 LSS LTBP3 LUZP1 LYST MADD MAF MAP1B MAP2K1 MAP2K2 MAPK10 MAPT MARCHF6 MATR3 MCOLN1 MDH1 MECP2 MED13L MED17 MED25 MEGF10 MFF MFN2 MFSD8 MGAT2 MMP23B MOGS MORC2 MPDU1 MPV17 MPZ MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW MTHFR MTHFS MTMR2 MTOR MTRFR MYD88 MYH14 MYH3 MYO9A NACC1 NALCN NARS2 NAXD NBEA NDP NDRG1 NDUFA9 NDUFAF8 NECAP1 NECTIN1 NEDD4L NEFL NEU1 NEUROD2 NEXMIF NF1 NFASC NGLY1 NHLRC1 NLGN3 NLGN4X NLRP3 NMNAT1 NOTCH1 NOTCH2NLC NPRL2 NPRL3 NRAS NSD2 NSF NSRP1 NTNG1 NTNG2 NTRK1 NTRK2 NUP107 NUP133 NUP188 NUS1 OCA2 OCRL OGDHL OPA1 OSGEP OTOF P4HTM PACS2 PAFAH1B1 PARS2 PCDH12 PCDH19 PCK1 PDE2A PDHA1 PDK3 PDPN PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PGAP2 PGAP3 PHACTR1 PHF6 PHGDH PI4KA PIDD1 PIGA PIGG PIGL PIGO PIGP PIGQ PIGS PIGT PIGV PIGW PIGY PIK3CA PLA2G6 PLAA PLCB1 PLCH1 PLEKHG5 PLP1 PLPBP PMP2 PMP22 PNKP PNPO PNPT1 POGZ POLG POMGNT1 POMT1 POMT2 PPFIBP1 PPP3CA PPT1 PRDM16 PRDX3 PRICKLE1 PRKAG2 PRKCZ PRNP PRODH PRPS1 PRRT2 PRUNE1 PRX PSAP PSAT1 PSEN1 PTPN23 PTRH2 PTS PURA RAB7A RAI1 RBPJ REEP1 RELN RERE RETREG1 RFC1 RIPOR2 RMRP RNF13 ROGDI RPL10 RRM2B RTN2 RTN4R RTTN RUSC2 SACS SAMD12 SAMD9L SATB1 SBF1 SBF2 SCARB2 SCN1A SCN1B SCN2A SCN3A SCN8A SCN9A SCP2 SEMA6B SETBP1 SETD1B SETX SH3TC2 SHQ1 SIGMAR1 SIK1 SKI SLC12A5 SLC12A6 SLC13A5 SLC18A3 SLC1A2 SLC1A3 SLC1A4 SLC25A1 SLC25A10 SLC25A15 SLC25A22 SLC25A46 SLC2A1 SLC32A1 SLC33A1 SLC35A2 SLC38A3 SLC39A8 SLC44A1 SLC5A7 SLC6A1 SLC6A19 SLC9A6 SMC1A SMS SNAP25 SNAP29 SNIP1 SNRPN SORD SOX10 SPATA5 SPEN SPG21 SPTAN1 SPTBN1 SPTBN4 SPTLC1 SPTLC2 SQSTM1 SRPX2 ST3GAL3 ST3GAL5 STARD7 STRADA STUB1 STX1B STXBP1 SUCLA2 SUMF1 SUOX SYN2 SYNGAP1 SYNJ1 SYT1 SYT2 SZT2 TBC1D20 TBC1D24 TBC1D2B TBCK TBK1 TBL1XR1 TDP1 TET3 TFE3 TFG TGFB1 TICAM1 TIMM50 TIMM8A TLR3 TMEM106B TP53RK TPI1 TPP1 TPRKB TRAF3 TRAK1 TRAPPC11 TRAPPC12 TREM2 TRIM2 TRIM8 TRIT1 TRPM3 TRPV4 TTPA TUBB2A TUBGCP2 TYMP TYROBP UBA1 UBA5 UBAP1 UBE3A UBE4B UBTF UFC1 UGDH UNC80 UNC93B1 UPB1 UQCRC1 VAMP1 VAMP2 VARS1 VARS2 VCP VPS13A WASHC5 WDR4 WDR45 WDR62 WDR73 WNK1 WWOX XPA XPC YARS1 YEATS2 YME1L1 YRDC YWHAE YWHAG ZEB2 ZNF148 ZNF526 ZNHIT3 HP_ABNORMAL_NEURON_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_NEURON_MORPHOLOGY AGTPBP1 AKT3 ALDH18A1 ALS2 ANG ANXA11 ASAH1 ATXN2 ATXN3 C19orf12 C9orf72 CCNF CEP126 CEP55 CFAP410 CHCHD10 CHMP2B CNTNAP2 CPLANE1 CYLD DAO DCTN1 EPHA4 ERBB4 ERLIN2 EXOSC3 EXOSC8 EXOSC9 FIG4 FUS GBE1 GLE1 GLT8D1 GRN HNRNPA1 HNRNPA2B1 IGHMBP2 KIF5A MAPT MATR3 MTOR NEFH NEK1 OPTN PFN1 PIK3CA PLEKHG5 PNPLA6 PON1 PON2 PON3 PPARGC1A PRKAR1B PRPH PSEN1 RBM28 SETX SIGMAR1 SLC25A46 SMN1 SMN2 SOD1 SPG11 SPG7 SPTLC1 SQSTM1 TAF15 TARDBP TBK1 TFG TIA1 TMEM106B TREM2 TRPM7 TUBA4A TYROBP UBA1 UBQLN2 UNC13A VAPB VCP VPS13D VPS41 VRK1 ZNF335 HP_ABNORMAL_NEUTROPHIL_COUNT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_NEUTROPHIL_COUNT AARS1 ABCD4 ACP5 ADA2 AGA AMN ANAPC1 AP3B1 AP3D1 ASXL1 ATRX BCOR BLNK BTK CAMK2B CARS1 CASP10 CBL CD40 CD40LG CD79A CD79B CDC40 CEBPE CIITA CLPB COG4 CSF3R CTLA4 CUBN CXCR2 CXCR4 DIAPH1 DNAJC21 EFL1 EIF2AK3 ELANE EPG5 ERCC2 ERCC3 ETV6 FANCA FANCC FANCD2 FANCE FANCG FANCI FAS FASLG FBXL4 FBXW7 FCGR3B FDX2 FIBP FIP1L1 FMO3 FNIP1 FOXP3 FUT8 G6PC3 GATA1 GATA2 GFI1 GINS1 GSS GTF2E2 GTF2H5 HAX1 HEATR3 HSCB HTRA2 ICOS IFNG IGHM IGLL1 IKBKG IL1RN IL36RN IL6ST IL7R IRAK4 IRF2BP2 IRF8 ITCH JAGN1 KIT KRAS LAMTOR2 LBR LMBRD1 LRBA LRRC8A LYST MAD2L2 MDM4 MECOM MEFV MMAA MMAB MMACHC MMUT MPLKIP MSN MTRR MVK MYSM1 NABP1 NCAPG2 NDUFA6 NPM1 NRAS NUMA1 OTULIN PACS2 PCCA PCCB PGM3 PIK3CD PIK3CG PIK3R1 PML PNP PPIL1 PRDX1 PRF1 PRKAR1A PRKCD RAB27A RAC2 RAG1 RARA RASGRP1 RECQL4 RELB RFX5 RFXANK RFXAP RMRP RNF113A RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RUNX1 SAMD9 SAMD9L SASH3 SBDS SEC61A1 SF3B1 SH2D1A SLC35A1 SLC35C1 SLC37A4 SLC39A7 SLC46A1 SMARCAL1 SMARCD2 SPI1 SRP19 SRP54 SRSF2 STAT1 STAT3 STAT5B STK4 STX11 STXBP2 TAFAZZIN TARS1 TBK1 TBL1XR1 TCF3 TCIRG1 TCN2 TDP2 TERC TERT TET2 TFR2 TFRC TICAM1 TLR3 TLR8 TOM1 TONSL TPP2 TRAC TRAF3 TSR2 UBE2A UNC13D UNC93B1 USB1 VPS13B VPS33A VPS45 WAS WDR1 WIPF1 XIAP ZBTB16 ZNFX1 HP_ABNORMAL_NIPPLE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_NIPPLE_MORPHOLOGY AARS1 ABCD4 ACOX1 ACTB ADNP ALG11 ALG12 ALG14 ALG2 ALG3 ALG8 ALG9 AMER1 AMMECR1 ANTXR1 ARCN1 ARHGAP31 ARHGEF2 ASH1L ASXL1 ASXL3 ATN1 B3GLCT B4GALT1 BICRA BRAF BRD4 C18orf32 CACNA1C CARS1 CBL CCDC22 CCDC47 CDH11 CDH2 CDK13 CERT1 CHAMP1 CHD7 CHRNG CHST3 CILK1 CKAP2L COG1 COG7 COLEC10 COLEC11 COX7B CPLX1 CPT2 CSPP1 CTBP1 DDX6 DEF6 DHCR7 DHODH DLK1 DPAGT1 DPM1 DPYSL5 DUSP6 EBF3 EDA EDARADD EED EFNB1 ERCC2 ERCC3 ERCC6 ERMARD EXOC2 EZH2 FAT4 FGF17 FGF8 FGFR1 FIG4 FRAS1 FREM2 GATA4 GDF11 GNB2 GNE GNPTAB GNRH1 GNRHR GPC3 GPC4 GRIP1 GTF2E2 GTF2H5 H3-3A H4C9 HDAC4 HDAC8 HNRNPK HS2ST1 HS6ST1 IBA57 IDH1 IGF1R IKBKG INSR INTU JARID2 KANSL1 KAT6A KATNB1 KCTD1 KDM1A KDM5B KDM6B KIAA0586 KIF15 KIFBP KISS1 KISS1R KMT2B KMT2D KNSTRN KRAS KRT10 LAMA5 LBR LETM1 LZTR1 MAB21L1 MADD MAN1B1 MAP2K1 MAPRE2 MASP1 MDH2 MEG3 MEGF8 MGAT2 MPLKIP MRAS NECTIN1 NELFA NF1 NFIX NHLH2 NIPBL NONO NRAS NSD2 NSMF NUP188 PACS1 PEX2 PEX3 PGAP2 PGAP3 PIGG PIGL PIGN PIGO PIGT PIGV PIGW PIGY PIK3CD PMM2 PNPLA6 PORCN PPP1CB PPP2R5D PROK2 PROKR2 PSAT1 PTPN11 PTPRF RAB18 RAB3GAP2 RAD21 RAF1 RASA2 RERE RFT1 RIPK4 RIT1 RNF113A RNF216 RRAS RRAS2 RSPO2 RTL1 SET SETBP1 SLC25A24 SLC25A46 SLC35A2 SMARCA2 SMC1A SMC3 SMPD4 SMS SOS1 SOS2 SOX6 SPRED2 SPRY4 SRD5A3 SRY STAG1 STT3A TAC3 TACR3 TARS1 TBL1XR1 TBX3 TCF20 TCF4 TFAP2A TFAP2B TIMM50 TMCO1 TMEM94 TNRC6B TOGARAM1 TP63 TRAF7 TRRAP TTC5 TUBB TWIST2 UBA2 UBE2A UBR1 USP9X VAC14 VPS35L WAC WASF1 WASHC5 WDR11 WDR19 WDR37 WLS WNT3 WNT7A ZC4H2 ZEB2 ZMYND11 ZNF148 HP_ABNORMAL_NONVERBAL_COMMUNICATIVE_BEHAVIOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_NONVERBAL_COMMUNICATIVE_BEHAVIOR ADAM22 ADCY5 ADNP ADSL AGTPBP1 ALG13 ALG2 AP3B2 ARFGEF2 ARX ATP1A2 CACNA2D2 CAMK2B CDKL5 CHD8 CLP1 CNTNAP1 CNTNAP2 COX10 CUX2 DEAF1 DLK1 DOCK7 DOLK FLCN FMR1 FOXG1 FOXRED1 FRMPD4 GABBR2 GABRA2 GALNT2 GFM1 GFM2 GLS GNB5 GPHN GRIA3 GRIN1 GRIN2B GUF1 IREB2 KCNT1 KMT5B MBD5 MDH2 MECP2 MEF2C MEG3 MFF MICOS13 MT-ND1 MT-ND2 MT-ND3 NALCN NDE1 NDUFA1 NDUFA11 NDUFA13 NDUFA6 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB9 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NEUROD2 NEXMIF NHLRC2 NLGN3 NLGN4X NTNG1 NTRK2 NUBPL OPHN1 PIGP POLA1 PUF60 RAB11B RARS1 RTL1 SHANK3 SLC13A5 SLC25A1 SLC25A12 SMC1A SNRPN SPATA5 SPEN SPTBN1 ST3GAL3 SYT1 TARS2 TBC1D23 TIMMDC1 TMEM126B TMEM163 TRIM8 TWNK UBA5 UGP2 HP_ABNORMAL_NUMBER_OF_DENSE_GRANULES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_NUMBER_OF_DENSE_GRANULES AP3B1 BLOC1S5 HPS3 HPS4 HPS5 IKZF5 HP_ABNORMAL_NUMBER_OF_ERYTHROID_PRECURSORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_NUMBER_OF_ERYTHROID_PRECURSORS ADA2 CBLIF CDAN1 CDIN1 CTLA4 EPO ERBB3 G6PC3 GATA1 GLRX5 HBB HEATR3 KLF1 LARS2 LPIN2 PGK1 PIGA PKLR PNP PUS1 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS14 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 SF3B1 SLC11A2 TCN2 TET2 TP53 TSR2 UROD UROS HP_ABNORMAL_NUMBER_OF_GRANULOCYTE_PRECURSORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_NUMBER_OF_GRANULOCYTE_PRECURSORS ASXL1 CSF3R IRF8 KIT RPL18 RPL26 SF3B1 SRSF2 TET2 HP_ABNORMAL_NUMBER_OF_INCISORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_NUMBER_OF_INCISORS ANKRD11 ARHGAP29 ARHGEF38 AXIN2 B3GLCT BCOR BLM BMP4 CDC42BPB CDH1 CDH11 CDON CNOT1 COBLL1 DISP1 DLG1 DLL1 DLX3 DLX4 EDA EDARADD EIF4A3 ERCC3 EVC EVC2 FGF8 FGFR1 FOXH1 GAS1 GLI2 IRF6 LRP6 MID1 MSX1 NAA10 NECTIN1 NEK1 NHS NODAL PAX9 PDGFRA PLCH1 PTCH1 RIC1 RIPK4 SHH SIX3 SMAD2 SMC1A STAG2 STIL SUFU SUMO1 TDGF1 TGFA TGIF1 TP63 WNT10A WNT10B ZIC2 HP_ABNORMAL_NUMBER_OF_PERMANENT_TEETH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_NUMBER_OF_PERMANENT_TEETH ARHGAP29 ARHGEF38 BMP4 C1R C1S CDH1 COBLL1 CREBBP DLG1 DLX4 DVL3 EP300 GNB2 IRF6 KCTD1 LRP6 MESD MSX1 NECTIN1 OFD1 PDGFRA RAB23 RAD51 RECQL4 RIC1 RIPK4 SATB2 TP63 UBR1 WDR35 WNT10A HP_ABNORMAL_NUMBER_OF_TEETH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_NUMBER_OF_TEETH AARS1 ACOX1 ACSL4 ACTL6B ADAMTS2 ADAMTS3 ADNP AKT1 ALMS1 AMMECR1 ANAPC1 ANKRD11 ANOS1 AP3B2 APC APC2 ARHGAP29 ARHGEF38 ARL6 ARV1 ATP1A2 ATP1A3 ATP6V1A ATP6V1B2 ATR ATRIP AXIN2 B3GLCT BAZ1B BBS1 BCL11B BCL7B BCOR BLM BMP4 BUD23 C1R C1S C2CD3 CACNA1A CACNA1B CACNA2D1 CAMTA1 CBFB CCBE1 CCDC141 CCDC28B CDC42BPB CDH1 CDH11 CDH3 CDK19 CDON CELF2 CENPE CENPJ CEP152 CEP85L CFAP418 CHD7 CHSY1 CKAP2L CLDN1 CLIP2 CLTC CNKSR2 CNOT1 COBLL1 COL9A2 CPLX1 CREB3L1 CREBBP CTBP1 CTC1 CTNND1 CTSC CTSK CUX1 CYFIP2 DALRD3 DCAF17 DCC DDX59 DHCR7 DHDDS DHX37 DISP1 DKC1 DLG1 DLL1 DLX3 DLX4 DNA2 DNAJC21 DNAJC30 DNM1 DPP6 DSP DUSP6 DVL1 DVL3 DYNC2LI1 DYRK1A EDA EDAR EDARADD EEF1A2 EIF4A3 EIF4H ELN EP300 ERCC1 ERCC3 ERCC4 ERCC6 ERCC8 EVC EVC2 EXT1 FAT4 FBXO28 FEZF1 FGD1 FGF10 FGF12 FGF13 FGF17 FGF3 FGF8 FGFR1 FGFR2 FGFR3 FGFRL1 FKBP6 FLNA FLNB FLRT3 FOXC1 FOXH1 FZD2 FZR1 GABBR2 GABRA2 GABRA5 GABRB2 GABRG2 GAS1 GDF5 GHR GJA1 GLI1 GLI2 GNB2 GREM2 GRHL2 GRHL3 GRIN2D GTF2I GTF2IRD1 GTF2IRD2 HCN1 HECTD4 HESX1 HMGA2 HNRNPK HS6ST1 HSPA9 HSPG2 HUWE1 IFT122 IFT43 IFT52 IKBKG IL11RA IL17RD IL6ST IRF6 IRX5 KCNA2 KCNB1 KCNE5 KCNH1 KCNJ2 KCNJ5 KCNMA1 KCNN3 KCTD1 KDF1 KDM6A KIF1C KIFBP KMT2A KMT2D KREMEN1 KRT14 LAMB3 LEMD2 LEMD3 LETM1 LIMK1 LMNA LMNB1 LRP4 LRP6 LTBP3 MAF MAP3K7 MAPK8IP3 MBTPS2 MESD METTL27 MID1 MLXIPL MSX1 MSX2 MTX2 NAA10 NCF1 NDNF NECAP1 NECTIN1 NEK1 NELFA NEPRO NFKBIA NHP2 NHS NKX2-1 NODAL NOP10 NPM1 NSD1 NSD2 NTRK2 NUP85 NUS1 NXN OCRL OFD1 OTUD5 PACS2 PARN PARS2 PAX9 PCNT PDGFRA PERP PIGG PIGL PIK3C2A PIK3R1 PITX2 PLCH1 PLK4 PLXND1 POLR1B POLR1C POLR1D POLR3A POLR3B POLR3GL POLR3K POP1 PORCN POU4F1 PPP1R15B PPP2R3C PPP3CA PRKACA PRKACB PRKAR1A PROK2 PROKR2 PTCH1 PTEN PTH1R PTHLH PUF60 PUS7 RAB23 RAD21 RAD51 RBBP8 RBM28 RECQL4 REV3L RFC2 RHOA RIC1 RIPK4 RMRP RNF13 ROR2 RPS23 RPS6KA3 RTEL1 RUNX2 SATB2 SCN3A SCN8A SCNM1 SCUBE3 SEMA3A SETD2 SH3BP2 SHH SIX3 SLC10A7 SLC13A5 SLC1A2 SLC25A24 SLC37A4 SLC38A3 SLC39A13 SMAD2 SMARCAL1 SMC1A SMG8 SMOC2 SOX10 SPRY4 SRCAP SRD5A3 STAG2 STIL STX1A SUFU SUMO1 SYNGAP1 SYNJ1 SZT2 TACR3 TBL2 TBX3 TCF12 TCOF1 TDGF1 TERC TERT TFAP2A TGFA TGIF1 TINF2 TMEM270 TP63 TRAF6 TRAIP TRAK1 TRIM37 TRIO TRMT10A TRPS1 TRPV3 TSPEAR TWIST2 TYMS UBA5 UBE3C UBR1 USB1 VPS13B VPS37D WDR11 WDR19 WDR35 WNT10A WNT10B WNT5A WRAP53 WWOX XYLT1 YWHAG ZIC2 ZMPSTE24 HP_ABNORMAL_OCCIPITAL_BONE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_OCCIPITAL_BONE_MORPHOLOGY ADSL ALX4 AMER1 ASPM ATP6V1B2 ATP7A CCDC22 CDK13 CDKN1C CHUK CNOT1 CNOT3 CTSK CYP27B1 CYP2R1 DLL3 DPM1 DPYSL5 EHMT1 ERF EZH2 FGFR2 FIG4 FLNA FLNB GDF11 GJA5 GJA8 GLI3 HES7 HK1 HRAS HYMAI IFT122 IFT43 IFT52 IFT81 IGF2 IL11RA INPPL1 ITCH KAT6B KATNB1 KCNQ1 KCNQ1OT1 KIF11 KIF7 KRAS LFNG MAN1B1 MAN2B1 MCTP2 MED12 MESP2 METTL23 MOGS MYCN NDE1 NFIX NOTCH2 NRAS OCA2 OCRL OTUD6B PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PIGA PIGN PLAGL1 PPP1R21 PTCH1 RALGAPA1 RELN RIPPLY2 RNU4ATAC RPS23 RTTN SATB2 SETD1B SH3PXD2B SLC25A12 SLC34A3 SLC35A1 SMG9 SNRPN SOX6 SYNE1 TAF1 TBC1D24 TBX6 TFAP2B TMEM70 TOR1A TUBB3 TWIST1 UBE3A UBE3B UFC1 VAC14 VDR VPS35L WASHC5 WDR19 WDR35 WDR73 ZIC1 HP_ABNORMAL_OCULAR_ADNEXA_PHYSIOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_OCULAR_ADNEXA_PHYSIOLOGY AARS1 ANO3 ATN1 ATP13A2 CACNA1A CHN1 CLCN1 CP CPLX1 DDC DRD5 FGFR2 FGFR3 FTL HPCA HSPG2 KCTD17 MAFB MAPT MECR PANK2 PARK7 PLA2G6 POLR1B POLR1C POLR1D SALL4 STARD7 SYNJ1 TACSTD2 TAF1 TBC1D24 TBP TCOF1 THAP1 TOR1A TUBB4A TWIST1 VPS13A HP_ABNORMAL_ODONTOID_PROCESS_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_ODONTOID_PROCESS_MORPHOLOGY AIFM1 ALDH18A1 ARSB BGN COG4 COL2A1 COMP DDR2 DKK1 DLL3 DYM EIF2AK3 EXTL3 FGD1 FLNA FLNB FN1 GALNS GLB1 GNPTAB GUSB HES7 IARS2 IDUA INPPL1 LFNG LONP1 MESP2 MMP13 NFIX NMNAT1 RAB33B RMRP TRAPPC2 TRPV4 HP_ABNORMAL_ODONTOID_TISSUE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_ODONTOID_TISSUE_MORPHOLOGY AARS1 ACP4 ADGRV1 AIRE AKT1 ALDH3A2 AMBN AMELX AMTN ANAPC1 APC ARVCF ATR ATRIP AXIN2 B3GALT6 BAZ1B BCL7B BMP1 BUD23 CARS1 CCDC134 CCDC8 CDH23 CENPE CENPJ CEP152 CHD3 CIB2 CLDN1 CLDN19 CLEC7A CLIP2 CNNM4 COG6 COL17A1 COL1A1 COL1A2 COL7A1 COMT COX7B CREBBP CRTAP CTBP1 CTSK CUL7 CYP27B1 CYP2R1 DDX59 DHCR7 DIAPH1 DLX3 DNA2 DNAJC21 DNAJC30 DSPP EDA EDARADD EIF4H ELMO2 ELN ENAM EP300 ERCC1 ERCC2 ERCC3 ERCC4 ERCC6 ERCC8 ESPN FAM20A FAM20C FAM83H FBXO28 FERMT1 FGF10 FGF3 FGFR1 FGFR2 FGFR3 FKBP10 FKBP6 FLNB GALNS GALNT3 GJA1 GLB1 GNAS GNB2 GP1BB GPR68 GRHL2 GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 HCCS HIRA HLA-DQA1 HLA-DQB1 HRAS IFITM5 IFT122 IFT43 IFT52 IKBKG IL17F IL17RA IL17RC IRF6 IRX5 ITGA6 ITGB4 ITGB6 JMJD1C KCNJ2 KLK4 KRT14 KRT5 LAMA3 LAMB3 LAMC2 LIMK1 LMX1B LONP1 LRP4 LRP6 LTBP3 MBTPS2 METTL27 MIA3 MLXIPL MMP1 MMP20 MPLKIP MSX1 MYO7A NCF1 NDUFB11 NECTIN1 NECTIN4 NF1 NUP133 NUP85 OBSL1 OCRL ODAPH OFD1 ORAI1 P3H1 P4HB PAK2 PAX9 PCDH15 PCNT PDE4D PDZD7 PEX1 PEX6 PGAP1 PHEX PIK3C2A PIK3R1 PLEC PLK4 POLR1B POLR1C POLR1D PORCN PPIB PTDSS1 PTEN RAD21 RBBP8 RECQL4 RELT RFC2 RHOA RNF113A RNU12 ROGDI RREB1 RUNX2 SATB1 SCUBE3 SEC24C SEC24D SERPINF1 SERPINH1 SLC10A7 SLC13A5 SLC24A4 SLC29A3 SLC35A2 SMARCA2 SMARCD2 SMOC2 SP6 SP7 SPARC STIM1 STX16 STX1A SUMO1 TARS1 TBCE TBL2 TBX1 TCIRG1 TCOF1 TGFA TMEM165 TMEM270 TNFRSF11A TP63 TRAF3IP2 TRAIP TRIM37 TRIP11 TSC1 TTC7A UFD1 USH1C USH1G USH2A VDR VPS37D WDR19 WDR35 WDR72 WHRN WNT10A WNT10B ZNF469 HP_ABNORMAL_OOCYTE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_OOCYTE_MORPHOLOGY PANX1 PATL2 TUBB8 WEE2 ZP2 HP_ABNORMAL_OPTIC_NERVE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_OPTIC_NERVE_MORPHOLOGY AAAS AARS1 ABCA4 ABCC6 ABCG5 ABCG8 ABHD12 ACADS ACER3 ACO2 ACOX1 ACTB ACTG1 ACTL6B ADA2 ADAM22 ADAR AFF4 AFG3L2 AGBL5 AGTPBP1 AGXT AHI1 AHR AIFM1 AIPL1 AKT1 AKT3 ALDH1A2 ALDH1A3 ALG13 ALG3 ALG8 ALMS1 AMPD2 ANKRD11 ANTXR1 AP1S2 AP3B2 AP4M1 APC APOB ARHGEF18 ARHGEF2 ARL13B ARL2BP ARL3 ARL6 ARNT2 ARSA ARSL ARV1 ARVCF ARX ASB10 ASNS ASPA ASXL1 ATAD3A ATG7 ATIC ATN1 ATP1A2 ATP1A3 ATP5F1A ATP5F1D ATP5F1E ATP5MK ATP6V1A ATP6V1B2 ATPAF1 ATPAF2 ATRX ATXN1 ATXN7 AUH B3GALNT2 B3GALT6 B3GLCT B4GAT1 B9D1 B9D2 BAP1 BBS1 BBS2 BCAP31 BCOR BEST1 BLOC1S3 BOLA3 BRAF BRAT1 BTD C19orf12 C1QTNF5 C2CD3 C4A CA2 CA4 CACNA1A CACNA1B CACNA1C CACNA1F CACNA2D1 CASK CASR CASZ1 CBS CC2D2A CCDC22 CCDC88A CCND1 CCR1 CDC42 CDC42BPB CDH11 CDH23 CDHR1 CDK19 CDON CELF2 CENPF CEP290 CEP85L CERKL CFAP410 CFAP418 CHD7 CHN1 CHSY1 CISD2 CKAP2L CLCC1 CLCN2 CLCN3 CLCN7 CLDN11 CLN3 CLN8 CLP1 CLRN1 CLTC CNGA1 CNGA3 CNGB1 CNKSR2 CNNM4 CNOT3 COA8 COG6 COL18A1 COL25A1 COL4A1 COMT COX7B CPAMD8 CPLX1 CPSF3 CRB1 CRPPA CRX CSF1R CSPP1 CTBP1 CTC1 CTLA4 CTNNA2 CTNNB1 CYFIP2 CYP1B1 CYP27A1 CYP7B1 DAG1 DALRD3 DARS1 DARS2 DDB2 DDHD2 DDX11 DDX59 DENND5A DGUOK DHCR7 DHDDS DHX38 DIAPH1 DKC1 DNAJC19 DNAJC30 DNM1 DNM1L DNMT1 DNMT3A DOCK6 DPAGT1 DPM1 DPM2 DPYD DPYSL5 DYRK1A EEF1A2 EFEMP1 EIF2B1 EIF2B2 EIF2B4 ELOVL1 ELP1 ELP4 EMC1 EPCAM EPG5 EPRS1 ERAP1 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ERF ESPN EXOC2 EXOC8 EXOSC3 EXOSC5 EXOSC8 EXOSC9 EYS FA2H FAM111A FAM161A FANCB FANCI FAS FBXO28 FCSK FDFT1 FDX2 FDXR FGF12 FGF13 FGFR1 FGFR2 FGFR3 FH FKRP FKTN FLRT1 FLVCR1 FOXA2 FOXRED1 FRMPD4 FSCN2 FXN FZD4 FZR1 GABBR2 GABRA2 GABRA5 GABRB2 GABRD GABRG2 GALC GATA2 GATA3 GATAD2B GBA1 GDF3 GDF6 GEMIN4 GFM2 GGCX GJA1 GJC2 GLA GLB1 GLI2 GLRX5 GLYCTK GMPPA GMPPB GNA11 GNAQ GNAT1 GNPAT GP1BA GP1BB GPAA1 GPR161 GRIA4 GRID2 GRIN2D GRN GTPBP2 GUCA1B GUCY2D HARS1 HCN1 HESX1 HGSNAT HHAT HIKESHI HIRA HK1 HLA-A HLA-B HLA-DRB1 HMX1 HNRNPH1 HNRNPK HNRNPU HSD17B10 HSPG2 HUWE1 IBA57 IDH3A IDH3B IDS IER3IP1 IFNGR1 IFT140 IFT172 IFT43 IFT74 IFT88 IGBP1 IKBKG IL10 IL11RA IL12A IL12A-AS1 IL23R IMPDH1 IMPG1 IMPG2 INPP5E INPP5K INTS8 IQCB1 ISCA2 ITM2B JAM3 JMJD1C KANSL1 KAT6A KCNA2 KCNAB2 KCNB1 KCNC3 KCNJ13 KCNK4 KCTD7 KIAA0586 KIAA1549 KIDINS220 KIF11 KIF14 KIF1A KIF21A KIF5A KIF7 KIZ KLC2 KLHL7 KLRC4 KMT2D KNSTRN KRAS L2HGDH LAMB1 LARGE1 LCA5 LDLR LDLRAP1 LETM1 LHX3 LHX4 LRAT LRP4 LRP5 LUZP1 LYRM7 MACF1 MAFB MAG MAK MAN2B1 MAP2K1 MAP2K2 MAPKAPK5 MBTPS2 MC1R MCOLN1 MECR MED12 MEF2C MEFV MERTK MFF MFN2 MFRP MFSD8 MGP MICOS13 MICU1 MID2 MINPP1 MKS1 MMACHC MMP14 MMP19 MMP2 MMP23B MMUT MOGS MPDU1 MPDZ MPLKIP MRPS34 MSTO1 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MT-RNR1 MT-TF MT-TH MT-TK MT-TL1 MT-TN MT-TP MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTFMT MTHFR MTO1 MTOR MTPAP MTRFR MTSS2 MVK MYO5A MYOC NAA10 NADK2 NAGA NALCN NARS2 NBAS NDE1 NDP NDUFA1 NDUFA11 NDUFA13 NDUFA6 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB9 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NECAP1 NEDD4L NEFL NEK2 NELFA NEU1 NF2 NFIX NGLY1 NIPBL NLRP3 NMNAT1 NOD2 NOTCH2NLC NOTCH3 NR2E3 NR2F1 NR3C1 NRCAM NRL NSD2 NT5C2 NTRK2 NUBPL NUP54 NUP62 NUS1 OCA2 OFD1 OGDHL OPA1 OPA3 OSTM1 OTUD5 OTX2 P4HA2 P4HTM PACS2 PANK2 PARS2 PAX2 PAX6 PCARE PCK1 PCLO PCSK9 PCYT1A PCYT2 PDE6A PDE6B PDE6G PDGFB PDHX PDPN PDSS1 PDXK PERCC1 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PHOX2A PI4KA PIEZO2 PIGB PIGG PIGU PIK3CA PIK3CD PISD PLA2G6 PLAA PLEKHM1 PLK4 PLP1 PLXNA1 PMPCB PNPLA6 POC1B POGZ POLG POLG2 POLR3A POLR3B POLR3K POMGNT1 POMGNT2 POMK POMT1 POMT2 PORCN POU1F1 POU3F4 PPP1CB PPP1R21 PPP2R1A PPP3CA PPT1 PRCD PRDM16 PRICKLE3 PRKAR1A PRKCZ PRMT7 PROKR2 PROM1 PROP1 PRORP PRPF3 PRPF31 PRPF4 PRPF6 PRPF8 PRPH2 PRPS1 PRUNE1 PSAP PSMD12 PTCD3 PTEN PTF1A PTPN22 PTPN23 PUF60 RAB11B RAB18 RAB23 RAB3GAP1 RAB3GAP2 RAX2 RBL2 RBM10 RBP3 RBP4 RD3 RDH12 RECQL4 REEP6 RERE RFC1 RFX7 RGR RHO RHOA RIMS2 RLBP1 RNF113A RNF135 RNF170 RNF216 RNU7-1 ROBO1 ROM1 RP1 RP1L1 RP2 RP9 RPE65 RPGR RPGRIP1 RPGRIP1L RPIA RPS6KA3 RREB1 RRM2B RSPO2 RTN4IP1 RTTN RXYLT1 SAG SALL2 SALL4 SARDH SBF2 SCAPER SCN3A SCN8A SCYL1 SCYL2 SDHA SDHD SEC23A SEC24C SEC31A SELENOI SEMA3E SEMA4A SERAC1 SETD2 SH3BP2 SH3TC2 SIL1 SIX6 SKI SLC13A5 SLC19A2 SLC1A2 SLC25A19 SLC25A46 SLC29A3 SLC30A9 SLC38A3 SLC38A8 SLC39A14 SLC44A1 SLC45A2 SLC4A2 SLC52A2 SLC6A9 SLC7A14 SMARCB1 SMARCE1 SMG8 SMO SMOC1 SNAP29 SNRNP200 SNX10 SON SOST SOX2 SOX3 SOX5 SP7 SPATA7 SPEN SPG7 SPINT2 SPOP SRD5A3 SSBP1 ST3GAL5 STAG2 STAMBP STAT4 STT3B STX3 SUFU SUMF1 SURF1 SYNE1 SYNGAP1 SYNJ1 SZT2 TACO1 TANGO2 TASP1 TBC1D20 TBC1D24 TBC1D2B TBC1D7 TBCD TBCE TBX1 TCIRG1 TCTN1 TCTN2 TCTN3 TEK TERT TFG TGFB1 THG1L TIMM50 TIMM8A TIMMDC1 TK2 TLR4 TLR7 TMEM106B TMEM107 TMEM126A TMEM126B TMEM216 TMEM222 TMEM231 TMEM237 TMEM53 TMEM63A TMEM67 TMEM98 TMTC3 TNFRSF11A TNFRSF11B TNFSF11 TOE1 TOPORS TOR1A TP53 TPI1 TRAF7 TRAK1 TRAPPC11 TRAPPC12 TRIT1 TRNT1 TRRAP TSC1 TSC2 TSEN54 TSFM TSPAN12 TTC8 TUB TUBA1A TUBA8 TUBB2B TUBB3 TUBB4A TUBB4B TUBGCP2 TUBGCP4 TUBGCP6 TULP1 TWIST1 TWNK TXN2 TXNDC15 TYR TYRP1 UBA5 UBAC2 UBE3B UBE4B UCHL1 UFD1 UQCRFS1 USH2A USP45 USP48 USP8 VCAN VHL VPS11 VPS13B VPS33A VPS35L VPS41 VPS53 VRK1 VSX1 WARS2 WASHC5 WDR11 WDR4 WDR45 WDR73 WFS1 WNT3 WT1 WWOX XPA XPC XYLT1 XYLT2 YAP1 YME1L1 YWHAG ZEB2 ZIC1 ZNF408 ZNF513 ZNF592 ZNHIT3 ZPR1 ZSWIM6 HP_ABNORMAL_ORAL_FRENULUM_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_ORAL_FRENULUM_MORPHOLOGY ADNP AFF3 ATP6V1B2 B3GLCT BCR C2CD3 CD96 CDC42BPB CDK13 CHUK COL3A1 COL7A1 CPLANE1 CRKL DDX59 DVL1 DYNC2LI1 EFTUD2 EVC EVC2 FAM111A FAM149B1 FLNA FREM1 GLI1 GLI3 H4C5 IFT140 IFT57 KIAA0586 KIAA0753 KIF7 KMT2D LMNA MAPK1 MID1 MMP1 NEK1 NXN OFD1 PDE6D POU4F1 PRKACA PRKACB PRR12 RIPK4 ROR2 RSPO2 SCNM1 SETBP1 SETD5 SLC37A4 SMARCA2 SPTBN1 TBC1D24 TBR1 TBX22 TCTN3 TELO2 TMEM216 TOPORS WDR35 WNT5A ZMPSTE24 HP_ABNORMAL_ORAL_GLUCOSE_TOLERANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_ORAL_GLUCOSE_TOLERANCE ABCC8 APPL1 BLK CEL GCK HNF1A HNF4A INS KCNJ11 KLF11 NEUROD1 PAX4 PDX1 SLC5A1 SLC5A2 HP_ABNORMAL_ORAL_MUCOSA_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_ORAL_MUCOSA_MORPHOLOGY ABCA5 ABCC6 ABCC9 ABCD1 ACD ACVRL1 ADA2 ADAMTS2 ADAMTS3 AEBP1 AFF3 AGA AIMP2 ALMS1 ANTXR2 AP3B1 ASXL3 ATG7 ATP6V1B2 ATRX B4GALT7 BANK1 BAZ1B BCL7B BCOR BGN BLK BLOC1S3 BLOC1S5 BRAF BUD23 C1QB C1R C1S C4A C4B CARMIL2 CASP10 CAST CAT CCBE1 CCR1 CD27 CD40LG CD96 CDH23 CDKN1A CDKN1B CDKN2B CDKN2C CEBPE CLIP2 CLPB CLTRN CNTNAP1 COL17A1 COL3A1 COL7A1 CR2 CTC1 CTLA4 CTSC CXCR4 CYBA CYBB CYBC1 DCLRE1B DCLRE1C DDR2 DHCR24 DHCR7 DKC1 DNAJC21 DNAJC30 DNASE1 DNM1 DSG3 DSP DVL1 DVL3 DYNC2LI1 ECM1 EDA EFL1 EIF4H ELANE ELF4 ELMO2 ELN ELOVL4 EMC1 ENG ERAP1 ETS1 EVC EVC2 EXTL3 F10 F13A1 F13B F2 F5 F7 F8 FAM20A FAM20C FAS FASLG FAT4 FBXO28 FCGR2B FCGR2C FCGR3B FERMT1 FGA FGB FGF3 FGFR2 FGG FIG4 FIP1L1 FKBP6 FZD2 G6PC3 GBA1 GCGR GFI1 GJB2 GJB6 GLB1 GLI1 GLMN GNAQ GNPTAB GORAB GP1BA GP1BB GP9 GPC3 GPC4 GTF2I GTF2IRD1 GTF2IRD2 GUSB HIVEP2 HLA-B HLA-DQA1 HLA-DQB1 HLA-DRB1 HPS1 HPS3 HYLS1 HYMAI HYOU1 IDS IDUA IER3IP1 IFNG IFNGR1 IGHG1 IL10 IL10RA IL12A IL12A-AS1 IL17RC IL18BP IL1RN IL21 IL23R IL6 IL6ST IL7R INSR IRAK1 IRF2BP2 IRF5 IRF9 ITGA2B ITGA6 ITGAM ITGB2 ITGB3 ITGB4 ITK JAK2 JAZF1 KCNH1 KCNJ6 KCNK4 KCNMA1 KCNN3 KIAA0319L KIF1A KIF23 KIF7 KLRC4 KRT14 KRT16 KRT17 KRT4 KRT5 KRT6A KRT6B KRT6C KYNU LAMA3 LAMB3 LAMC2 LBR LIMK1 LMAN1 LMBRD1 LMNB1 LYST MALT1 MAN2B1 MAP1B MBTPS2 MCFD2 MECP2 MEFV MEN1 METTL27 MGAT2 MIA3 MLXIPL MMACHC MMP1 MMP14 MMP2 MPL MTX2 MVK MYD88 MYSM1 NABP1 NAGA NCF1 NCF2 NCF4 NEU1 NFIX NGF NHP2 NLRP12 NLRP3 NOD2 NOP10 NOTCH2 NOTCH3 NPM1 NR3C1 NTRK1 NUMA1 NXN OCRL ORAI1 OSTM1 PARN PDCD1 PDGFRB PERP PIGA PIGN PIGS PLAGL1 PLEC PLEKHM1 PLG PML PRF1 PRKACA PRKACB PRKAR1A PRKCD PRKDC PRMT7 PTPN22 PXK RACGAP1 RALGAPA1 RARA RASGRP1 RELA REST RFC2 RHBDF2 RHOH RIN2 RIPK1 RIPK4 RMRP RNF125 ROR2 RORC RPA1 RTEL1 SAA1 SAMD9 SASH3 SAT1 SATB2 SBDS SC5D SCARB2 SERPINF2 SETBP1 SH3PXD2B SLC17A5 SLC29A3 SLC35C1 SLC37A4 SLC46A1 SLC6A19 SMAD4 SOS1 SPP1 SREBF1 SRP19 SRP54 STAT3 STAT4 STAT5B STK11 STK4 STX1A SYK TBC1D24 TBC1D2B TBCK TBL1XR1 TBL2 TCIRG1 TCTN3 TERC TERT TET2 TGDS TICAM1 TINF2 TLR4 TLR7 TLR8 TMCO1 TMEM270 TNFAIP3 TNFSF4 TNIP1 TP53 TREX1 TRIM8 TRPV3 TSC1 TSC2 TWIST2 TYMS UBAC2 UBE2L3 USB1 USP48 USP8 USP9X VAC14 VPS13B VPS37D WAS WDR1 WDR26 WIPF1 WNT5A WRAP53 XYLT1 XYLT2 ZAP70 ZBTB16 ZEB2 ZNHIT3 HP_ABNORMAL_ORAL_PHYSIOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_ORAL_PHYSIOLOGY ACTA1 ADGRG1 ADNP ADSS1 ALS2 ANG ANKLE2 ANXA11 AP4B1 AP4E1 AP4M1 AP4S1 ARX ATP10A ATP1A3 ATP6AP2 ATP7B ATRX ATXN2 AXIN2 BANK1 BCOR BCORL1 BLK C4A C4B CACNA1I CAMTA1 CAV1 CCN2 CCNF CCR6 CERT1 CFAP410 CFTR CHAMP1 CHCHD10 CHMP2B CHRM3 CHRNA1 CLDN10 CLDN11 COLQ CR2 CTLA4 DAO DCTN1 DEAF1 DLAT DLK1 DNASE1 DNM1L EDA EDARADD EIF2S3 ELOVL1 EPHA4 ERBB4 ETS1 EXTL3 F10 F13A1 F13B F2 F5 F8 FARS2 FBLN1 FBXO28 FCGR2B FCGR3B FGF10 FGFR1 FGFR2 FGFR3 FIG4 FIP1L1 FOXG1 FOXP1 FOXP2 FUS GABBR2 GABRA1 GABRG2 GCH1 GFM2 GLE1 GLT8D1 GNAI3 GNS GPT2 GRIK2 GRIN1 GRIN2A GRIN2D GSN H4C5 HACD1 HDAC4 HERC1 HIVEP2 HLA-B HLA-DRB1 HNRNPA1 HNRNPH2 HOXB1 HPDL IDS IGHG1 IKZF1 IL10 IRAK1 IRF2BP2 IRF5 IRF6 ITGA7 ITGAM JAZF1 KANSL1 KCNC2 KIAA0319L KIF15 KIF23 KIF7 LAMA2 LAMB2 LBR LMNB2 LNPK LPIN1 LRP6 MAGEL2 MAP3K20 MAT1A MATR3 MBD5 MECP2 MED12 MED27 MEG3 MRE11 MSX1 MT-CO1 MT-CO3 MTHFS MTRFR MYL2 NAA20 NABP1 NALCN NAXD NECTIN1 NEFH NEK1 NEXMIF NFIX NOD2 NONO NPM1 NRXN1 NTNG2 NUMA1 OBSCN OCA2 OPTN P4HA2 PAK3 PAX9 PCDH19 PCGF2 PDCD1 PDE10A PFN1 PI4KA PIGL PLA2G6 PML PMP22 POLR3A POLR3B PON1 PON2 PON3 POU3F3 PPARGC1A PPP2R5D PRKAR1A PRPH PRPS1 PTPN22 PTS PXK PYGM PYROXD1 QDPR RAB11B RACGAP1 RARA RSRC1 RTL1 SATB1 SATB2 SCN1A SCN1B SCN2A SCN9A SCNN1A SCNN1B SCNN1G SELENBP1 SELENON SERPINE1 SERPING1 SETD5 SH3TC2 SHMT2 SIM1 SLC12A2 SLC12A5 SLC16A2 SLC1A4 SLC25A12 SLC39A14 SLC9A6 SLC9A7 SMARCA2 SNRPN SOD1 SPART SPEN SPP1 SPTBN1 SQSTM1 SRPX2 STAT3 STAT4 STAT5B STRADA SUMO1 SYNGAP1 TAF15 TANGO2 TARDBP TASP1 TBK1 TBL1XR1 TBX1 TGFA TH TLR7 TNFAIP3 TNFSF4 TNIP1 TP63 TPM2 TPM3 TREM2 TREX1 TSPOAP1 TUBB2B TUBB3 UBE2L3 UBE3A UBQLN2 UNC13A VAC14 VAPB VCP VPS13A WAS WNT10A WNT10B ZBTB11 ZBTB16 ZC4H2 ZEB2 HP_ABNORMAL_OSSIFICATION_INVOLVING_THE_FEMORAL_HEAD_AND_NECK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_OSSIFICATION_INVOLVING_THE_FEMORAL_HEAD_AND_NECK ARSL B3GALT6 COL2A1 COMP CSPP1 DUOX2 DUOXA2 DYM FLNB HESX1 IYD KIAA0586 LHX3 LHX4 MATN3 POU1F1 PROP1 RNU4ATAC SLC26A2 SLC5A5 TG TPO TSHB TSHR UFSP2 HP_ABNORMAL_OSSIFICATION_OF_THE_PUBIC_BONE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_OSSIFICATION_OF_THE_PUBIC_BONE CBFB COL2A1 FGFR2 FIG4 GJB2 GJB6 GSC NKX3-2 RUNX2 SIK3 HP_ABNORMAL_OVARIAN_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_OVARIAN_MORPHOLOGY AGPAT2 AKT1 AKT2 ALG9 ALMS1 ANTXR2 AR ARL6 ATM BAZ1B BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCL7B BMP15 BNC1 BSCL2 BUD23 C14orf39 CAV1 CAVIN1 CBX2 CEP19 CEP290 CFAP418 CHD7 CIDEC CLIP2 CLPP CORIN CYB5A CYP11B1 CYP17A1 CYP19A1 DCAF17 DHH DHX37 DMRT1 DMRT3 DNAJC30 DUSP6 EIF4H ELN ERAL1 ESR1 F7 FGF17 FGF8 FGFR1 FIGLA FKBP6 FLT1 FOS FOXL2 FSHR GATA4 GNAS GNRH1 GNRHR GTF2I GTF2IRD1 GTF2IRD2 HARS2 HFM1 HNF1A HS6ST1 IFT172 IFT27 IFT74 INSR KISS1 KISS1R KLLN LARS2 LEP LEPR LHB LIMK1 LIPE LMNA LMNB2 LZTFL1 MAP3K1 MCM8 METTL27 MID1 MKKS MKS1 MLXIPL MMP14 MMP2 MRPS22 MSH3 MSH4 MSX1 MT-CYB NCF1 NDNF NHLH2 NOBOX NPHP1 NR0B1 NR5A1 NSMF NTHL1 NUP107 OFD1 PANX1 PATL2 PAX6 PDE11A PHKA2 PHKB PHKG2 PIK3CA PIK3R1 PLIN1 PMM2 POLR3H POR PPARG PPP1R12A PRKAR1A PRLR PROK2 PROKR2 PSMC3IP PTEN PTPN11 RFC2 SCAPER SCLT1 SDCCAG8 SDHB SDHC SDHD SEC23B SETBP1 SETD2 SLC37A4 SOX3 SOX9 SPIDR SPRY4 SRY STAG3 STK11 STOX1 STX1A TAC3 TACR3 TBL2 TBX1 TMEM270 TP63 TRIM32 TRPV6 TTC8 TUBB8 USF3 VAMP7 VPS37D WDPCP WDR11 WEE2 WT1 WWOX ZFPM2 ZPR1 ZSWIM7 HP_ABNORMAL_OVARIAN_PHYSIOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_OVARIAN_PHYSIOLOGY AARS2 AGK AIP AIRE ANAPC1 ANAPC7 ATM B4GALNT1 BLM BMP15 BMP4 BNC1 C14orf39 CASP10 CDH23 CEP164 CEP290 CHD7 CHP1 COL25A1 DCAF17 DIAPH2 DUSP6 EIF2B1 EIF2B2 ERAL1 ERCC4 FAS FASLG FGF17 FGF8 FGFR1 FIGLA FMR1 FOXL2 FSHB FSHR GALK1 GALT GGPS1 GNRH1 GNRHR HFM1 HS6ST1 HSF2BP INVS IQCB1 KISS1 KISS1R LARS2 LMNA MCM3AP MCM8 MEN1 MRPS22 MSH4 NBN NHLH2 NOBOX NPHP1 NPHP3 NPHP4 NR5A1 NSMF NUP107 PMM2 POF1B POLG POLG2 POLR3H PRKCD PRLR PROK2 PROKR2 PSMC3IP RASGRP1 RCBTB1 RIN2 SDCCAG8 SPIDR SPRY4 STAG3 TAC3 TACR3 THOC6 TRAF3IP1 TTI2 TWNK WDR11 WDR19 XRCC2 ZFHX4 ZMPSTE24 ZSWIM7 HP_ABNORMAL_PALATE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PALATE_MORPHOLOGY AARS1 AASS ABCC6 ABL1 ACBD5 ACTA1 ACTA2 ACTB ACTG2 ACTN2 ACVRL1 ADA2 ADAM22 ADAMTS10 ADARB1 ADAT3 ADNP AEBP1 AFF4 AGRN AHI1 AIFM1 AK9 AKT1 ALDH6A1 ALG14 ALG2 ALG3 ALG9 ALX1 ALX3 ALX4 AMER1 AMMECR1 ANAPC7 ANK1 ANKRD11 ANKRD17 ANO1 ANOS1 ANTXR1 AP1G1 AP1S2 AP4B1 AP4E1 AP4M1 AP4S1 APC APC2 AR ARCN1 ARHGAP29 ARHGAP31 ARHGEF2 ARHGEF38 ARID1A ARID1B ARID2 ARL6 ARNT2 ARVCF ARX ASH1L ASPH ASXL1 ASXL3 ATAD1 ATG7 ATN1 ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 ATP7A ATP9A ATR ATRX B3GALNT2 B3GALT6 B3GAT3 B3GLCT B4GALT7 B4GAT1 B9D1 B9D2 BAP1 BBS1 BCOR BCR BGN BICRA BIN1 BLNK BLTP1 BMP2 BMP4 BMPER BMPR1A BPNT2 BRAF BRAT1 BRCA1 BRCA2 BRD4 BRIP1 BUB1 BUB1B BUB3 C2CD3 CA2 CACNA1S CACNA2D1 CAMSAP1 CAMTA1 CARS1 CASK CBL CBS CC2D2A CCBE1 CCDC141 CCDC22 CCDC28B CCDC32 CCDC47 CD79A CD79B CD96 CDC45 CDC6 CDH1 CDH11 CDH2 CDK10 CDK19 CDKL5 CDKN1C CDON CDT1 CENPF CEP120 CEP152 CEP290 CEP41 CEP57 CFL2 CHAMP1 CHAT CHD3 CHD4 CHD7 CHKA CHN1 CHRNA1 CHRNB1 CHRND CHRNE CHRNG CHST14 CHST3 CHSY1 CHUK CILK1 CLCF1 CLCN3 CLP1 CLTC CNOT1 CNTN1 CNTNAP1 COBLL1 COG1 COG5 COL11A1 COL11A2 COL12A1 COL13A1 COL1A2 COL2A1 COL3A1 COL4A1 COL5A1 COL6A1 COL6A2 COL6A3 COL9A1 COL9A2 COL9A3 COLEC10 COLEC11 COLQ COMT COPB1 COX14 COX6A2 COX7B CPLANE1 CPLX1 CPSF3 CPT2 CREBBP CRKL CRLF1 CRPPA CSNK2A1 CSPP1 CTBP1 CTCF CTNNB1 CTNND1 CTNND2 CTSK CTU2 CUL3 CUL4B CYP26C1 DAG1 DBH DCC DCHS1 DDHD2 DDR2 DDX11 DDX3X DDX59 DDX6 DEAF1 DEF6 DGCR2 DGCR6 DGCR8 DHCR24 DHCR7 DHODH DHPS DHX30 DIS3L2 DISP1 DLG1 DLG3 DLK1 DLL1 DLL3 DLX4 DLX5 DMXL2 DOCK3 DOK7 DONSON DPAGT1 DPH1 DPH2 DPH5 DPM1 DPM2 DPYD DPYSL5 DSE DSP DST DUSP6 DVL1 DVL3 DYNC2H1 DYRK1A EARS2 EBP ECEL1 ECM1 EDEM3 EDN1 EDNRA EEF1A2 EFEMP2 EFL1 EFNB1 EFTUD2 EIF2AK3 EIF2S3 EIF4A3 EIF5A ELMO2 ELN ENG ENPP1 EP300 EPG5 ERCC2 ERCC3 ERCC4 ERCC5 ERF ERLIN2 ERMARD ESCO2 ESS2 EXOC7 EXOSC9 EXT1 EYA1 FAM149B1 FAM20C FAM50A FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FARSB FAT4 FBN1 FBN2 FBXL3 FBXO11 FBXO28 FEZF1 FGD1 FGF10 FGF17 FGF20 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFRL1 FH FIG4 FKBP14 FKRP FKTN FLCN FLI1 FLII FLNA FLNB FLRT3 FLVCR2 FN1 FOXA2 FOXC2 FOXE1 FOXE3 FOXF1 FOXH1 FOXL2 FOXP2 FRA10AC1 FRAS1 FREM2 FRMPD4 FTO FUT8 FZD2 G6PC3 GABRA3 GAD1 GAS1 GATA1 GATA3 GATA4 GATAD2B GBA1 GDF11 GDF3 GDF6 GEMIN4 GFPT1 GFRA1 GIPC1 GJA1 GJA5 GJA8 GJB2 GLE1 GLI2 GLI3 GMNN GMPPB GNAI3 GNAO1 GNB1 GNB2 GNE GNPAT GNRH1 GNRHR GP1BB GPC3 GPC4 GPT2 GRB10 GREB1L GRHL3 GRIA3 GRIN1 GRIP1 GRM7 GSC GTF2E2 GTF2H5 H19 H4C5 HAAO HACD1 HBA1 HBA2 HCCS HDAC8 HEATR3 HECTD4 HECW2 HERC1 HERC2 HES7 HESX1 HEY2 HIRA HIVEP2 HMGA2 HNRNPH1 HNRNPH2 HNRNPK HNRNPU HOXA2 HOXB1 HOXD13 HPDL HPGD HRAS HS2ST1 HS6ST1 HSD17B4 HSPA9 HSPG2 HUWE1 HYAL1 HYLS1 HYMAI HYOU1 IBA57 IER3IP1 IFT122 IFT140 IGBP1 IGF1R IGF2 IGHM IGLL1 IL11RA IL17RD IL6ST INPP5E INPPL1 INSR INTS1 INTU IPO8 IQSEC2 IRF6 IRX5 ITGA7 ITGA8 JARID2 JMJD1C JUP KANSL1 KAT5 KAT6A KAT6B KATNIP KBTBD13 KCNA1 KCNH1 KCNJ2 KCNJ5 KCNJ6 KCNK9 KCNMA1 KCNN3 KCTD1 KDF1 KDM1A KDM5C KDM6A KDM6B KIAA0586 KIAA0753 KIF14 KIF15 KIF1A KIF21A KIF26A KIF7 KIFBP KISS1 KISS1R KLHL41 KLHL7 KLLN KMT2A KMT2B KMT2C KMT2D KPTN KRAS L1CAM LAGE3 LAMB2 LARGE1 LARS2 LBR LEMD3 LETM1 LFNG LGI4 LHX4 LIG4 LMBRD1 LMNA LMOD3 LMX1B LOX LRP12 LRP4 LRP5 LRRC32 LRRC8A LTBP1 LTBP2 LZTR1 MAD2L2 MADD MAF MAFB MAMLD1 MAN2C1 MAP1B MAP2K1 MAP2K2 MAP3K20 MAP3K7 MAPK1 MAPK8IP3 MAPKAPK5 MAPRE2 MARS1 MASP1 MAT2A MBTPS2 MCM3AP MCTP2 MECOM MECP2 MED12 MED12L MED13L MED25 MEG3 MEGF10 MEGF8 MEIS2 MEOX1 MESD MESP2 METTL23 MFAP5 MID1 MINPP1 MKKS MKS1 MN1 MOGS MPLKIP MRAS MRPL12 MSTO1 MSX1 MSX2 MT-CYB MT-TE MT-TN MT-TS1 MTM1 MTX2 MUSK MYBPC1 MYCN MYH11 MYH2 MYH3 MYH7 MYL1 MYL11 MYL2 MYLK MYMK MYMX MYO18B MYO9A MYOD1 MYPN NAA10 NAE1 NALCN NBN NCDN NDNF NDUFA8 NDUFAF6 NDUFB11 NEB NECTIN1 NEDD4L NEFL NEK1 NEK9 NELFA NEUROD2 NF1 NFASC NFIX NHLH2 NIPA1 NIPA2 NIPBL NLRP3 NODAL NONO NOTCH2 NOTCH2NLC NOTCH3 NPHP1 NR2F1 NRAS NRCAM NSD1 NSD2 NSDHL NSMF NSRP1 NSUN2 NUAK2 NUP107 NUP188 NUP88 NXN OBSL1 OCLN OCRL ODC1 OFD1 OGDHL ORC1 ORC4 ORC6 OSGEP OTUD6B OTX2 PAFAH1B1 PAH PAK3 PALB2 PAX1 PAX3 PAX7 PCDHGC4 PCGF2 PCLO PDE11A PDE6D PDGFRA PDHX PDZD8 PEPD PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PGAP1 PGAP2 PGAP3 PGM1 PGM2L1 PGM3 PHF8 PHGDH PHIP PI4KA PIEZO2 PIGA PIGB PIGG PIGH PIGL PIGN PIGO PIGP PIGQ PIGT PIGU PIGV PIGW PIGY PIK3CA PIK3R1 PITX1 PLAA PLAG1 PLAGL1 PLCB4 PLCH1 PLOD1 PLXND1 PMM2 PNKP POGZ POLA1 POLR1A POLR1B POLR1C POLR1D POLR2A POLR3A POLRMT POMGNT1 POMGNT2 POMK POMT1 POMT2 POR PORCN POU1F1 PPP1CB PPP1R21 PPP2CA PPP2R5D PPP3CA PQBP1 PRDM5 PRKAR1A PRKAR1B PRKG1 PRMT7 PROK2 PROKR2 PROP1 PRPS1 PRR12 PRRX1 PRUNE1 PSAT1 PTCH1 PTDSS1 PTEN PTPN11 PTPN14 PUF60 PUM1 PURA PUS1 PUS7 PYCR1 PYCR2 PYROXD1 QARS1 QRICH1 RAB18 RAB23 RAB3GAP1 RAB3GAP2 RAD21 RAD51 RAD51C RAF1 RAI1 RAPSN RARB RARS2 RASA2 RB1 RBM10 RBM8A RECQL4 REEP1 RERE RET REV3L RFWD3 RFX7 RIC1 RILPL1 RIN2 RIPK4 RIPPLY2 RIT1 RLIM RMRP RNASEH1 RNF113A RNU12 RNU4ATAC ROR2 RPGRIP1 RPGRIP1L RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS23 RPS24 RPS26 RPS27 RPS28 RPS29 RPS6KA3 RPS7 RRAS RRAS2 RREB1 RRM2B RSPO2 RTL1 RUNX2 RUSC2 RXYLT1 RYR1 RYR3 SALL4 SATB2 SC5D SCARF2 SCN1B SCN2A SCN4A SCNM1 SCO2 SCUBE3 SDHB SDHC SDHD SEC23A SEC23B SEC24C SEC24D SEC31A SELENOI SELENON SEMA3A SEMA3E SEMA5A SEPTIN9 SERPING1 SET SETBP1 SETD5 SF3B2 SF3B4 SH2B1 SH3BP2 SH3PXD2B SHANK3 SHH SHMT2 SHOC2 SHOX SIAH1 SIK1 SIK3 SIN3A SIX1 SIX2 SIX3 SIX5 SKI SKIC3 SLC10A7 SLC12A6 SLC17A5 SLC18A3 SLC25A1 SLC25A12 SLC25A19 SLC25A22 SLC25A24 SLC25A46 SLC26A2 SLC2A10 SLC32A1 SLC35A2 SLC35B2 SLC35C1 SLC35D1 SLC39A13 SLC39A7 SLC5A7 SLC6A17 SLF2 SLX4 SMAD2 SMAD3 SMAD4 SMARCA2 SMARCA4 SMARCB1 SMARCD1 SMC1A SMC3 SMC5 SMCHD1 SMG9 SMO SMOC1 SMPD4 SMS SNAP25 SNIP1 SNRPB SNRPN SNX14 SON SOS1 SOS2 SOX10 SOX11 SOX2 SOX3 SOX5 SOX6 SOX9 SP7 SPATA5L1 SPECC1L SPEG SPEN SPI1 SPINT2 SPOP SPRED1 SPRED2 SPRY4 SPTBN1 SPTBN4 SRY STAC3 STAG1 STAG2 STAMBP STAT3 STIL SUFU SUMO1 SUPT16H SURF1 SYNGAP1 SYT2 TAB2 TAC3 TACR3 TAF1 TAF6 TAOK1 TAPT1 TARS1 TASP1 TBC1D20 TBC1D24 TBCE TBCK TBL1XR1 TBR1 TBX1 TBX15 TBX2 TBX22 TBX4 TBX6 TCF3 TCF4 TCOF1 TCTN1 TCTN2 TCTN3 TDGF1 TECR TELO2 TET3 TFAP2A TFE3 TGDS TGFB2 TGFB3 TGFBR1 TGFBR2 TGIF1 THOC2 THOC6 THSD4 TIMM50 TLK2 TMCO1 TMEM107 TMEM216 TMEM231 TMEM237 TMEM67 TNNI2 TNNT1 TNNT3 TOE1 TOGARAM1 TOPORS TP63 TPM2 TPM3 TRAPPC2 TRIM8 TRIO TRIP12 TRIP13 TRIP4 TRMU TRPM3 TRPS1 TRPV4 TRRAP TSPEAR TSR2 TTC5 TTN TUBA1A TUBB TUBB3 TUBB6 TUBG1 TWIST1 TWIST2 TWNK TXNDC15 TXNL4A UBA1 UBB UBE2T UBE3B UFC1 UFD1 UPF3B USF3 USP9X VAC14 VAMP1 VAX1 VPS13B VPS35L VPS51 WARS2 WASHC5 WBP11 WDR11 WDR26 WDR35 WDR4 WDR73 WLS WNT3 WNT4 WNT5A WNT7A WNT9B XRCC2 XYLT1 YAP1 YARS1 YARS2 YWHAE YY1 ZBTB20 ZBTB24 ZC4H2 ZDHHC9 ZEB2 ZIC2 ZMPSTE24 ZMYM2 ZNF292 ZNF341 ZNF469 ZNF668 ZNF699 ZNHIT3 ZPR1 ZSWIM6 HP_ABNORMAL_PALMAR_DERMATOGLYPHICS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PALMAR_DERMATOGLYPHICS ADAMTSL1 ADNP AFF3 AIP ALDH6A1 ANKRD11 APC ARID1B ARL3 ASXL1 ASXL2 ASXL3 ATP6V0A2 ATP6V1B2 ATR AUTS2 B3GLCT B4GALT7 BCOR BHLHA9 BICD2 BMP4 BMPR1B BRAF BRD4 BRF1 CCBE1 CCNQ CD96 CDC42BPB CDK10 CDK19 CEP55 CEP57 CHD7 CHST14 CHST3 CILK1 CKAP2L CLCN7 COG1 COX14 COX7B CPLX1 CREBBP CSGALNACT1 CSNK2A1 CTBP1 CTCF DDX11 DHX30 DIS3L2 DLK1 DLX4 DOCK6 DOK7 DPAGT1 DPH1 DPH2 DPYD DSE EHMT1 EP300 ESCO2 EXT1 EXTL3 EZH2 FBXO28 FGD1 FGF9 FGFR2 FGFR3 FGFRL1 FIG4 FLNA FOXP1 G6PC3 GATA1 GDF5 GJA5 GJA8 GLE1 GLYCTK GNB2 GPR101 GRIN1 H3-3A H4C9 HCCS HDAC4 HDAC8 HNRNPK HRAS IFT122 IFT43 IFT57 IGF1 ITCH JARID2 KAT6B KATNB1 KCNH1 KCNK9 KCNMA1 KCNN3 KDM4B KIF21A KMT2D KRAS LETM1 LIFR LMX1B LONP1 LTBP1 LTBP4 MAP1B MAP2K1 MAP2K2 MAP3K7 MCTP2 MED12 MED25 MEF2C MEG3 MEGF8 MSL3 MTFMT MTOR MTX2 MUSK MYH3 MYOD1 NAA10 NAA20 NALCN NBAS NDUFB11 NECTIN1 NEXMIF NGLY1 NIPBL NOG NSD2 NSDHL NUP107 NUP188 NUP88 NXN OTUD5 PACS1 PDHA1 PEPD PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PGM2L1 PIEZO2 PIGS PKDCC PLAA PLOD3 PNPLA6 POLRMT PORCN PPP2CA PPP2R3C PPP3CA PRR12 PTPRF PUF60 RAB11B RAD21 RAPSN RBM10 RIN2 RIPK4 RNU4ATAC ROR2 RPL10 RPS23 RPS6KA3 RTL1 SEPSECS SET SETBP1 SHOC2 SLC18A3 SLC25A12 SLC25A24 SLC39A13 SMAD2 SMARCA2 SMARCAD1 SMC1A SMC3 SMC5 SMOC1 SMPD4 SMS SPECC1L SPRED2 SPRTN SPTBN1 STAG1 STXBP1 TAF6 TASP1 TBL1XR1 TBX4 TCF12 TCF4 TELO2 TFAP2A TGDS THOC2 TMEM147 TNNI2 TNNT3 TOE1 TPM2 TRIM37 TRIM8 TRIO TRPS1 TSEN15 TSEN2 TSEN34 TSEN54 TUBA1A TWIST1 TYMS UBE3B UBR1 UBR7 UFC1 VAC14 VPS13B VPS33A VPS51 WAC WDR37 XYLT1 YY1 ZMYM2 ZNF292 ZNF462 HP_ABNORMAL_PALM_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PALM_MORPHOLOGY AAAS AAGAB ABCA12 ABCC9 ACTC1 ACTN2 ACVRL1 ADAMTS10 ADAMTSL1 ADAMTSL2 ADNP AFF3 AIFM1 AIP AKT1 ALDH6A1 ALOX12B ALOXE3 ANKRD1 ANKRD11 ANTXR2 AP1B1 APC AQP5 ARID1B ARL3 ASXL1 ASXL2 ASXL3 ATP2A2 ATP6V0A2 ATP6V1B2 ATP7A ATR AUTS2 B3GLCT B4GALT7 BAG3 BAG5 BCOR BCR BGN BHLHA9 BICD2 BMP4 BMPR1B BRAF BRD4 BRF1 C1R CAMK2G CAMTA1 CAP2 CARD14 CAST CCBE1 CCNQ CD28 CD4 CD96 CDC42BPB CDK10 CDK19 CDSN CEP55 CEP57 CERS3 CFTR CHD7 CHST14 CHST3 CHSY1 CIB1 CILK1 CKAP2L CLCN7 COG1 COG4 COG6 COL11A1 COL11A2 COL14A1 COL17A1 COL2A1 COL7A1 COL9A2 COX14 COX7B CPLX1 CREBBP CRKL CRLF1 CRYAB CSGALNACT1 CSNK2A1 CSRP3 CST6 CSTA CTBP1 CTC1 CTCF CTLA4 CTSB CTSC CUL4B CYP4F22 DDR2 DDX11 DES DHX30 DIS3L2 DKC1 DLK1 DLX4 DMD DOCK6 DOK7 DOLK DPAGT1 DPH1 DPH2 DPM1 DPYD DPYSL5 DSC2 DSE DSG1 DSG2 DSP DST DVL1 DVL3 DYM DYNC1H1 DYNC2H1 DYNC2I1 DYNC2I2 EHMT1 ENPP1 EP300 ESCO2 EVC EVC2 EXT1 EXTL3 EZH2 FBN1 FBXO28 FERMT1 FGD1 FGF9 FGFR1 FGFR2 FGFR3 FGFRL1 FHL1 FHL2 FIG4 FKTN FLG FLNA FOXP1 FZD2 G6PC3 GATA1 GATAD1 GDF5 GJA1 GJA5 GJA8 GJB2 GJB3 GJB4 GJB6 GLE1 GLYCTK GMPPA GNB1 GNB2 GNS GPC3 GPC4 GPR101 GPR35 GPX4 GRHL2 GRIN1 H3-3A H4C9 HAND2 HCCS HDAC4 HDAC6 HDAC8 HERC2 HNRNPK HNRNPR HPGD HRAS IFT122 IFT43 IFT57 IFT80 IGF1 IGF1R IHH INPP5K INPPL1 ITCH ITGB4 IVNS1ABP JARID2 JPH2 JUP KANK2 KANSL1 KAT6B KATNB1 KCNH1 KCNJ2 KCNK9 KCNMA1 KCNN3 KDF1 KDM4B KDM5C KDM6B KDSR KIF21A KLHL15 KLHL24 KLLN KMT2B KMT2D KRAS KRT1 KRT10 KRT14 KRT16 KRT17 KRT2 KRT5 KRT6A KRT6B KRT6C KRT74 KRT83 KRT9 LAMA3 LAMA4 LAMB3 LAMC2 LBR LDB3 LETM1 LIFR LMNA LMOD2 LMX1B LONP1 LORICRIN LSS LTBP1 LTBP3 LTBP4 LZTR1 MAGEL2 MAP1B MAP2K1 MAP2K2 MAP3K7 MAPK1 MAPRE2 MBD5 MBTPS2 MCOLN1 MCTP2 MED12 MED25 MEF2C MEG3 MEGF8 MKRN3 MMP1 MRAS MRPS28 MSL3 MST1 MT-TS1 MTFMT MTOR MTX2 MUSK MYBPC3 MYH3 MYH6 MYH7 MYOD1 MYPN NAA10 NAA20 NALCN NBAS NDN NDUFB11 NECTIN1 NECTIN4 NEXMIF NEXN NGLY1 NHP2 NIPAL4 NIPBL NLRP1 NOG NOP10 NPAP1 NPM1 NSD2 NSDHL NUP107 NUP188 NUP88 NXN ORC1 OTUD5 PACS1 PARN PDGFRB PDHA1 PEPD PERP PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PGM2L1 PIEZO2 PIGA PIGL PIGS PIK3CA PIK3R1 PKDCC PKP1 PLAA PLEC PLN PLOD1 PLOD3 PNPLA1 PNPLA6 POFUT1 POGLUT1 POLRMT POMP POR PORCN PPCS PPP2CA PPP2R3C PPP3CA PRDM16 PRKAR1A PRR12 PSEN1 PSEN2 PSENEN PTCH1 PTCH2 PTDSS1 PTEN PTH1R PTPRF PUF60 PWAR1 PWRN1 RAB11B RAB3GAP2 RAD21 RAF1 RAI1 RAPSN RBM10 RBM20 RBPJ RECQL4 RHBDF2 RIN2 RIPK4 RIT1 RMRP RNU4ATAC ROR2 RPL10 RPL3L RPS23 RPS6KA3 RSPO1 RSPRY1 RTEL1 RTL1 SASH1 SCN5A SCUBE3 SDHA SDHB SDHC SDHD SDR9C7 SEC23B SEMA4D SEPSECS SERPINA12 SERPINB7 SET SETBP1 SGCD SH3PXD2B SHOC2 SIL1 SIN3A SLC18A3 SLC25A12 SLC25A24 SLC2A10 SLC35C1 SLC39A13 SLCO2A1 SLURP1 SMAD2 SMAD4 SMARCA2 SMARCAD1 SMC1A SMC3 SMC5 SMOC1 SMPD4 SMS SNAP29 SNIP1 SNORD115-1 SNORD116-1 SNRPN SOX18 SPECC1L SPRED2 SPRTN SPTBN1 SRD5A3 STAG1 STS STXBP1 SUFU SULT2B1 TAF1A TAF6 TAFAZZIN TASP1 TAT TBCE TBL1XR1 TBX4 TCAP TCF12 TCF4 TELO2 TERC TERT TFAP2A TGDS TGM1 TGM5 THOC2 TINF2 TMEM147 TMEM53 TMPO TNFRSF1B TNNC1 TNNI2 TNNI3 TNNT2 TNNT3 TOE1 TONSL TP63 TPM1 TPM2 TRAPPC11 TRIM37 TRIM8 TRIO TRIP11 TRPM4 TRPS1 TRPV3 TSEN15 TSEN2 TSEN34 TSEN54 TTN TUBA1A TWIST1 TXNRD2 TYMS UBE3B UBR1 UBR7 UFC1 UPF3B USB1 USF3 VAC14 VCL VEZF1 VPS13B VPS33A VPS33B VPS51 WAC WDR35 WDR37 WDR81 WNT10A WNT5A WRAP53 XYLT1 YY1 YY1AP1 ZC4H2 ZMYM2 ZNF292 ZNF462 ZNF469 HP_ABNORMAL_PANCREAS_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PANCREAS_MORPHOLOGY ABCC6 ABCC8 ALG5 ALG9 APPL1 ASXL1 B9D1 B9D2 BICC1 BLK CASR CASZ1 CC2D2A CCND1 CDKN1C CEL CEP290 CFTR CNOT1 CP CPA1 CSPP1 CTRC DIS3L2 DNAJB11 DNAJC21 DYNC2I1 DZIP1L EFL1 ENPP1 FANCD2 FLI1 FLNB FOCAD FOXF1 GABRD GANAB GATA6 GCK GLIS3 HNF1A HNF1B HNF4A HSPG2 IFT140 IGF2 INS KCNAB2 KCNJ11 KCNQ1 KCNQ1OT1 KLF11 LHX1 LUZP1 MKS1 MMP23B MYCN NEK1 NEUROD1 NPHP3 OFD1 PAX4 PDPN PDX1 PKD1 PKD2 PKHD1 PRDM16 PRKCZ PRSS1 PRSS2 PTF1A PTRH2 RARB RBM8A RECQL4 RERE RFX6 RPGRIP1 RPGRIP1L SBDS SETBP1 SIK3 SKI SLC29A3 SLC37A4 SPEN SPINK1 SRP54 STAT3 STRA6 TCTN1 TCTN2 TCTN3 TELO2 TMEM107 TMEM216 TMEM231 TMEM237 TMEM67 TXNDC15 UBE4B VHL WDR19 WNT7B XPNPEP3 HP_ABNORMAL_PANCREAS_SIZE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PANCREAS_SIZE ABCC8 APPL1 BLK CDKN1C CEL CNOT1 DNAJC21 EFL1 FOCAD GATA6 GCK GLIS3 HNF1A HNF1B HNF4A IGF2 INS KCNJ11 KCNQ1 KCNQ1OT1 KLF11 LHX1 NEUROD1 PAX4 PDX1 PTF1A PTRH2 RARB RFX6 SBDS SLC29A3 SRP54 STAT3 STRA6 WNT7B HP_ABNORMAL_PARANASAL_SINUS_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PARANASAL_SINUS_MORPHOLOGY ACP5 ADA ADA2 AGA ALMS1 ALX1 ALX3 AMER1 ATM ATRX BLNK BTK C4B CCDC103 CCDC39 CCDC40 CCDC65 CCNO CD19 CD79A CD79B CEACAM3 CEACAM6 CFAP221 CFAP298 CFAP300 CFAP45 CFAP52 CFAP74 CFI CFTR CIITA CLCA4 COL11A1 COL5A1 COL5A2 CR2 CSPP1 CTLA4 CTSK CXCR4 CYBA CYBB CYBC1 DCTN4 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH7 DNAH9 DNAI1 DNAI2 DNAJB13 DNAJC21 DNAL1 DNMT3B DOCK8 DRC1 EDNRA EFL1 ELANE FCGR2A FCGR3A FLNA FMR1 FOXJ1 FUCA1 GAS2L2 GAS8 GCLC GSTM3 HFE HLA-DPA1 HLA-DPB1 HMOX1 HYDIN ICOS IGHG2 IGHM IGKC IGLL1 IGSF3 IKBKB IKBKG IL17RA IL21R IL2RG IRF2BP2 IRF8 IVNS1ABP KCNJ2 KCNN4 LIG4 LRBA LRRC56 LRRC8A MAGT1 MAN2B1 MCIDAS MDM4 MGP MIF MPDU1 NBN NCF1 NCF2 NCF4 NEK10 NF1 NFKB1 NFKB2 NFKBIA NME5 NME8 NOTCH2 ODAD1 ODAD2 ODAD3 ODAD4 OFD1 PDE11A PGM3 PIK3CD PIK3R1 PNP PRKAR1A PRKCD PRTN3 PSMB4 PSMB8 PSMB9 PTEN PTPN22 RAC2 RFX5 RFXANK RFXAP RNF168 RPGR RSPH1 RSPH3 RSPH4A RSPH9 RUNX2 SASH3 SBDS SERPINA1 SFRP4 SH3KBP1 SIX2 SLC11A1 SLC26A9 SLC39A7 SLC6A14 SLC9A3 SMCHD1 SPAG1 SPEF2 SPI1 SRP54 STK36 STK4 STX1A STXBP2 TAP1 TAP2 TAPBP TBX1 TCF3 TGFB1 TMCO1 TNFRSF13B TNFRSF13C TNFRSF9 TRIM37 TTC12 UNC119 USB1 WAS WIPF1 ZMYND10 ZNF341 HP_ABNORMAL_PARIETAL_BONE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PARIETAL_BONE_MORPHOLOGY ALX4 CREBBP EP300 EXT2 FGFR2 FGFR3 FIG4 KRAS MPDU1 MSX2 PGAP2 PGAP3 PHF21A PIGL PIGO PIGV PIGW PIGY POLR3A PPM1D PTCH1 PTPN11 RNU12 RPS19 RUNX2 TWIST1 VAC14 ZIC1 ZSWIM6 HP_ABNORMAL_PAROTID_GLAND_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PAROTID_GLAND_MORPHOLOGY ATP2A2 BTNL2 CXCR4 FGFR2 HLA-DRB1 PSMB8 TCOF1 TP63 HP_ABNORMAL_PATELLA_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PATELLA_MORPHOLOGY ANAPC1 ARF1 ARFGEF2 ARID1B ARVCF BAZ1B BCL7B BHLHA9 BPNT2 BUD23 CANT1 CDC45 CDC6 CDT1 CHRNG CHST11 CLIP2 COL12A1 COL1A1 COL2A1 COL5A1 COL5A2 COL9A1 COL9A2 COL9A3 COMT CREBBP CSGALNACT1 DNAJC30 DNMT3A DONSON EBP EIF4H ELN EP300 ERMARD ESCO2 EXOC6B FBN2 FKBP10 FKBP6 FLNA FLNB FZD2 GDF5 GJB2 GJB6 GMNN GP1BB GTF2I GTF2IRD1 GTF2IRD2 HIRA JMJD1C KAT6B KIF22 LIMK1 LMBR1 LMX1B MAB21L2 MAP1B METTL27 MLXIPL NCF1 NEDD4L NLRP3 NOTCH2 OCRL ORC1 ORC4 ORC6 PIEZO2 PITX1 PKDCC PLOD1 PRKACB PRMT7 RAB23 RBM8A RECQL4 RFC2 RNU4ATAC RREB1 RYR1 SEC24C SHH SHOX SLC26A2 SOX9 STX1A STXBP1 TBC1D7 TBL2 TBX1 TBX4 TMEM270 TMTC3 UBR7 UFD1 USP9X VPS37D WNT7A XYLT1 YY1 ZSWIM6 HP_ABNORMAL_PATTERN_OF_RESPIRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PATTERN_OF_RESPIRATION AARS1 ABCA3 ABCC6 ABCC9 ABCD4 ABCG5 ABCG8 ACADM ACADS ACADSB ACADVL ACAT1 ACTA1 ACTA2 ACTC1 ACVRL1 ACY1 ADAM22 ADAMTS13 ADCY6 ADGRG1 ADNP AFF4 AGO2 AGR2 AGRN AHDC1 AHI1 AIFM1 AIP AK9 ALAS2 ALG12 ALMS1 ALPL AMER1 ANG ANXA11 AP3D1 APOB ARCN1 ARL13B ARL3 ARMC9 ARSB ARSL ARX ASAH1 ASCL1 ASNS ASXL1 ATN1 ATP11A ATP13A3 ATP1A2 ATP1A3 ATP5F1A ATP5F1B ATP5F1D ATP5F1E ATP5MK ATP6V1B2 ATPAF1 ATPAF2 ATRX ATXN2 B3GALT6 B9D1 B9D2 BANF1 BAP1 BCHE BCOR BICD2 BMP2 BMPER BMPR2 BOLA3 BRAF BRAT1 BTD BTNL2 BUB1 BUB1B BUB3 C2CD3 CA2 CA5A CABP4 CACNA1A CACNA1C CACNA1H CACNA1I CACNA1S CACNA2D1 CAMK2B CASK CASR CAV1 CBY1 CC2D2A CCDC47 CCN2 CCNF CCR6 CDC42BPB CDC45 CDC6 CDK13 CDKL5 CDON CDT1 CEP104 CEP120 CEP290 CEP41 CEP57 CFAP410 CFL2 CFTR CHAMP1 CHAT CHCHD10 CHMP2B CHRNA1 CHRNA2 CHRNA4 CHRNB1 CHRNB2 CHRND CHRNE CISD2 CITED2 CIZ1 CLCN7 CLCNKB CLPB CNTNAP1 CNTNAP2 COA6 COA8 COL12A1 COL13A1 COL1A2 COL25A1 COL2A1 COL3A1 COL4A5 COL4A6 COL6A1 COL6A2 COL6A3 COLQ COPA COQ2 COQ7 COX11 COX7B CPLANE1 CPT2 CREBBP CRH CRLF1 CRLS1 CRYAB CSF2RA CSF2RB CSPP1 CTNNB1 CTSD CTSK CYB5A CYB5R3 D2HGDH DAO DBH DCTN1 DDB1 DDC DEPDC5 DHX16 DISC1 DISP1 DKK1 DLL1 DMD DMPK DNA2 DNAAF3 DNAJB4 DNAJB6 DNAJC21 DNASE1L3 DOK7 DPAGT1 DPH1 DPH2 DPH5 DPM1 DPM2 DPP9 DSC2 DSG2 DSP DST DYNC2LI1 DZIP1L ECHS1 EDA EDN1 EFTUD2 EIF2AK4 ELN ENG ENPP1 EOMES EP300 EPHA4 EPHB4 EPOR ERBB4 ERF ERGIC1 ETFA ETFB ETFDH EXOC2 EXT2 FAM13A FAM149B1 FAM20C FARS2 FARSB FBN1 FBP1 FBXO28 FDX2 FGF13 FGF8 FGFR1 FGFR2 FGFR3 FIG4 FIP1L1 FKRP FLCN FLNA FLNC FOXE3 FOXF1 FOXH1 FOXP3 FUS FXR1 FZR1 GAA GABBR2 GABRA1 GABRB3 GABRG2 GALC GAS1 GATA4 GATA5 GATA6 GBA1 GET3 GJA5 GLA GLE1 GLI2 GLRA1 GLS GLT8D1 GLUL GMNN GNA11 GNAI3 GNAS GNB2 GNE GNPTAB GOSR2 GPHN GPR101 GRB10 GRIK2 GRIN1 GRIN2A GSN GTPBP3 GUSB GYG1 H4C5 HACD1 HBB HCCS HDAC4 HEPHL1 HERC2 HEY2 HLA-B HLA-DPB1 HLA-DRB1 HLCS HMGCL HNRNPA1 HNRNPK HOXA1 HRAS HSPD1 HSPG2 HTRA2 HYLS1 IDH1 IDS IDUA IFIH1 IFNG IFT52 IFT74 IFT81 IGHMBP2 IKZF1 IL12B IL1RN IL6ST INPP5E IPO8 IRAK1 IRF2BP2 IRF5 IRF6 ISCU ITGA3 JAK2 JPH2 JRK KAT6A KAT6B KATNB1 KATNIP KCNA1 KCNA5 KCNE1 KCNE2 KCNJ11 KCNJ2 KCNJ3 KCNJ5 KCNJ6 KCNQ1 KCNQ2 KCNQ3 KCNT1 KIAA0586 KIAA0753 KIF20A KIF5A KIF7 KIT KLHL24 KLHL41 KLHL7 KRT16 KRT17 KRT6A KRT6B LAMA2 LAMA3 LAMB2 LAMB3 LAMC2 LARP7 LBX1 LDLR LDLRAP1 LGI4 LIAS LIFR LMNA LMOD3 LONP1 LOX LRP12 LRP4 LRPPRC LRRC32 LTBP3 LYRM4 LYRM7 MAGEL2 MAPT MARS1 MAT2A MATR3 MCCC1 MCM3AP MECP2 MED27 MEGF10 MFAP5 MGAT2 MGME1 MINPP1 MKRN3 MKS1 MLX MMAA MMAB MMACHC MMUT MOG MOGS MPC1 MPV17 MRPL3 MRPS34 MSX1 MT-ATP6 MT-ATP8 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TE MT-TK MT-TL1 MT-TN MT-TS1 MT-TV MT-TW MTHFR MTM1 MUC5B MUSK MYBPC3 MYH11 MYH6 MYH7 MYL1 MYL2 MYL3 MYL4 MYLK MYO1H MYO9A MYOZ2 MYPN NAA10 NABP1 NACC1 NADK2 NAGS NALCN NAXE NCAPG2 NDE1 NDN NDUFA11 NDUFA2 NDUFA6 NDUFA8 NDUFAF2 NDUFB11 NDUFS1 NDUFS2 NDUFS4 NDUFS6 NDUFS8 NDUFV1 NEB NECTIN1 NEFH NEK1 NEMF NFIX NGLY1 NHLRC2 NKX2-1 NKX2-5 NKX2-6 NOD2 NODAL NONO NOTCH3 NPAP1 NPHP1 NPM1 NPPA NRXN1 NTNG1 NUMA1 NUP155 NUP214 OCA2 OFD1 OPA1 OPTN ORC1 ORC4 ORC6 OTX2 OXCT1 P4HTM PAM16 PARN PCCA PCCB PCGF2 PCK1 PCSK9 PDE6D PDHA1 PEX13 PEX5 PFN1 PGM1 PHOX2B PI4KA PIBF1 PIEZO2 PIGA PIGT PITX2 PKHD1 PKP2 PLA2G6 PLAA PLCB4 PLCH1 PLEC PLPBP PLXND1 PML PMM2 PNKD PNPLA2 POGZ POLG POLG2 POMT1 PON1 PON2 PON3 PPARGC1A PPP1R21 PRKAG2 PRKAR1A PRKAR1B PRKCSH PRKG1 PRMT7 PRNP PRPH PRPS1 PRR12 PRRT2 PRRX1 PSAP PSAT1 PTCH1 PTF1A PUF60 PURA PWAR1 PWRN1 PYGM RAB11B RAI1 RANBP2 RAPSN RARA RARS2 RBM10 RECQL4 REEP1 RELN RERE RET RHAG RHCE RHD RNF125 RNF13 RNU4ATAC RPGRIP1L RPS26 RPS28 RPS6KA3 RRM2B RTEL1 RUNX2 RYR1 SAT1 SATB2 SBDS SCN1B SCN2A SCN2B SCN3B SCN4A SCN4B SCN5A SCN8A SCNN1A SCNN1B SCNN1G SCO1 SCO2 SCYL2 SDCCAG8 SDHA SELENON SEPSECS SERPINA1 SERPING1 SERPINH1 SETBP1 SETD2 SFTPA1 SFTPA2 SFTPB SFTPC SH2B3 SH3BP2 SH3TC2 SHH SIK1 SIM1 SIN3A SIX3 SKI SLC12A3 SLC18A3 SLC1A3 SLC22A5 SLC25A1 SLC25A12 SLC25A15 SLC25A20 SLC25A3 SLC25A4 SLC2A1 SLC2A10 SLC31A1 SLC34A2 SLC35A1 SLC39A8 SLC52A3 SLC5A7 SLC6A5 SLC6A9 SMAD2 SMAD3 SMAD4 SMARCAL1 SMC1A SMC5 SMPD1 SNAP25 SNORD115-1 SNORD116-1 SNRPN SNX10 SOD1 SOX9 SPOP SPP1 SQSTM1 SRP54 SRPX2 SSR4 STAG2 STAT2 STAT3 STAT4 STAT5B STIL STING1 STN1 STT3B STX16 SUCLG1 SUFU SURF1 SYT1 SYT2 TAF15 TARDBP TBC1D24 TBK1 TBL1XR1 TBR1 TBX20 TBX4 TCF4 TCIRG1 TCTN1 TCTN2 TCTN3 TDGF1 TECPR2 TERC TERT TET2 TFAM TFG TGFB2 TGFB3 TGFBR1 TGFBR2 TGIF1 THSD4 TINF2 TK2 TLK2 TLL1 TMEM107 TMEM126B TMEM138 TMEM216 TMEM218 TMEM231 TMEM237 TMEM67 TNFSF11 TNNC1 TNNI3 TNNT1 TNNT2 TOE1 TOGARAM1 TOPORS TP63 TP73 TPI1 TPM2 TPM3 TRAK1 TREM2 TRIP11 TRIP13 TRMT10C TRMT5 TRMU TRPM4 TRPV4 TRPV6 TSC1 TSC2 TSEN15 TSEN2 TSEN34 TSEN54 TSFM TSPYL1 TTC19 TTN TUBB4A TWIST1 TWNK UBA1 UBE3B UBQLN2 UNC13A UNC80 UQCRC2 UQCRFS1 USP7 USP9X VAMP1 VAPB VCL VCP VPS33A VPS51 WAC WAS WDR45B WFS1 WIPF1 XPNPEP2 YARS2 ZBTB16 ZBTB7A ZC4H2 ZFPM2 ZIC2 ZIC3 ZMPSTE24 ZMYM2 ZNF423 HP_ABNORMAL_PELVIC_GIRDLE_BONE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PELVIC_GIRDLE_BONE_MORPHOLOGY AARS1 ABCC6 ABCC9 ACP5 ACTA1 ADA ADAMTS2 ADAMTSL2 AEBP1 AFF3 AFF4 AGRN AIFM1 AKT1 ALDH18A1 ALG9 AMER1 ANKH ANKRD11 ANKRD55 ANTXR1 AP3B1 AP4B1 AP4E1 AP4M1 AP4S1 APC APC2 ARNT2 ARSB ARSK ARX ATAD1 ATAD3A ATN1 ATP1A3 ATP6V0A2 ATP6V1A ATP6V1E1 ATP7A ATR ATRIP B2M B3GALT6 B3GAT3 B3GLCT BAP1 BAZ1B BCL7B BGN BICD2 BICRA BIN1 BMP1 BMPER BMPR1B BPNT2 BRCA1 BRCA2 BRD4 BRIP1 BUD23 C12orf57 CANT1 CASZ1 CAV1 CBFB CCBE1 CCDC22 CCDC47 CCDC8 CCN2 CCN6 CCR6 CD247 CD96 CDCA7 CDON CENPE CENPJ CEP120 CEP152 CEP85L CFAP410 CFL2 CHAT CHD4 CHRM3 CHRNG CHST3 CLCN3 CLCN7 CLIP2 CLTCL1 CNOT3 COG1 COG6 COL10A1 COL11A1 COL11A2 COL12A1 COL13A1 COL1A1 COL1A2 COL25A1 COL27A1 COL2A1 COL3A1 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 COL9A1 COL9A2 COL9A3 COLEC10 COLEC11 COMP COX8A CPLX1 CREBBP CRTAP CSGALNACT1 CSPP1 CTBP1 CTC1 CTSK CUL7 DCHS1 DDB1 DDR2 DDRGK1 DHCR7 DHODH DISP1 DLK1 DLL1 DMP1 DNA2 DNAJC21 DNAJC30 DPYSL5 DSTYK DVL1 DVL3 DYM DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLT2B EBP ECEL1 EED EFEMP2 EIF2AK3 EIF4A3 EIF4H ELN ENPP1 EP300 ERCC1 ERCC4 ERCC6 ERCC8 ERGIC1 ERLIN2 EVC EVC2 EXOC6B EXOSC3 EXT1 EXT2 EXTL3 EYA1 EZH2 F8 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FARS2 FAT4 FBLN1 FBLN5 FBN1 FBN2 FGF8 FGFR1 FGFR2 FGFR3 FGFRL1 FHL1 FIG4 FKBP10 FKBP6 FKRP FLI1 FLNA FLNB FN1 FOXH1 FRAS1 FREM2 FUT8 FUZ FZD2 GABRD GALNS GARS1 GAS1 GATA1 GDF5 GEMIN4 GET4 GJA1 GJB2 GJB6 GLB1 GLE1 GLI1 GLI2 GLI3 GLRA1 GLRB GMNN GMPPB GNB2 GNPAT GNPTAB GNPTG GNS GORAB GPC3 GPC4 GPHN GPX4 GRIP1 GSC GTF2I GTF2IRD1 GTF2IRD2 GUSB HACD1 HACE1 HDAC4 HDAC6 HDAC8 HEATR3 HERC2 HHAT HIVEP2 HK1 HLA-B HLA-DRB1 HNRNPH1 HNRNPK HNRNPR HOXA11 HPRT1 HS2ST1 HSPG2 HYAL1 IARS2 IDH1 IDS IDUA IFIH1 IFITM5 IFNGR1 IFT140 IFT172 IFT43 IFT52 IFT80 IFT81 IHH IL2RA IL2RB IL6ST INPP5K INPPL1 INTU IPO8 IRF5 IRX5 ITGA7 KANSL1 KAT6B KCNAB2 KCNK4 KDM3B KDM6A KIAA0319L KIAA0586 KIAA0753 KIF1A KIF22 KLHL41 KMT2D LAMA5 LARGE1 LBR LEMD3 LETM1 LGI3 LGI4 LIFR LIMK1 LMNA LMNB2 LMOD3 LMX1B LONP1 LRP4 LRP5 LTBP1 LUZP1 LYSET MACF1 MAD2L2 MAGEL2 MAN2B1 MAP3K20 MAP3K7 MASP1 MATN3 MBD5 MBTPS1 MBTPS2 MCTP2 MECOM MED12 MEG3 METTL27 MKKS MKRN3 MLXIPL MMP13 MMP2 MMP23B MMP9 MRPS25 MTX2 MUSK MYBPC1 MYH3 MYH7 MYH8 MYL1 MYL11 MYL2 MYO18B MYO9A NAA10 NALCN NANS NCF1 NDN NEB NELFA NEPRO NFATC2 NFIX NGLY1 NIN NIPBL NKX3-2 NODAL NPAP1 NRCAM NSD1 NSD2 NSDHL NTRK1 NUP85 NXN OBSL1 OCA2 OCRL OGDHL ORC1 OSGEP OSTM1 P4HTM PAFAH1B1 PALB2 PAM16 PCNT PCYT1A PDPN PEPD PEX5 PGAP2 PGAP3 PHEX PHF6 PHIP PI4KA PIEZO2 PIGA PIGG PIGL PIGN PIGO PIGV PIGW PIGY PIK3C2A PLCB3 PLCH1 PLEKHM1 PLK4 PLOD1 PNPT1 POC1A POLR1A POLR3A POLR3B POMT1 POMT2 POP1 POR PORCN PPP2R1A PPP2R3C PPP2R5D PRDM16 PRDM5 PRG4 PRIM1 PRKACA PRKACB PRKCZ PTCH1 PTEN PTH1R PTPN2 PTPN22 PTRH2 PUF60 PWAR1 PWRN1 PYCR1 PYCR2 RAB11B RAB23 RAB33B RAD21 RAD51 RAD51C RBBP8 RBM8A RECQL4 RERE RETREG1 RFC2 RFWD3 RINT1 RIPK4 RMRP RNF13 RNU4ATAC ROR2 RPS15A RPS19 RPS6KA3 RSPO2 RSPRY1 RTL1 RUNX2 RYR1 RYR3 SATB2 SBDS SCN4A SCN9A SCYL2 SEC23A SEC24D SEC31A SELENON SERPINF1 SETBP1 SETD2 SF3B4 SH3PXD2B SH3TC2 SHH SHOX SHPK SHROOM4 SIK3 SIL1 SIM1 SIX1 SIX3 SKI SLC10A7 SLC12A2 SLC18A3 SLC25A1 SLC26A2 SLC2A10 SLC35A2 SLC35A3 SLC35D1 SLC39A13 SLC5A7 SLC6A5 SLC6A9 SLX4 SMAD3 SMAD4 SMARCA2 SMARCAL1 SMC1A SMC3 SMO SMOC1 SNAP25 SNORD115-1 SNORD116-1 SNRPB SNRPN SOST SOX9 SPARC SPEG SPEN SRCAP SRP54 STAG2 STAT4 STIL STX1A SYT2 TAF1 TBCD TBL2 TBX15 TBX4 TBXAS1 TCTN3 TDGF1 TELO2 TET3 TFE3 TGFB1 TGFB2 TGFBR2 TGIF1 THOC2 THRA TIMM22 TMEM270 TMEM53 TMEM67 TNFRSF1A TNNI2 TNNT1 TNNT3 TONSL TOR1A TPM2 TPM3 TRAF3IP1 TRAIP TRAPPC11 TRAPPC12 TRAPPC2 TRIM8 TRIP11 TRPM3 TRPS1 TRPV4 TTC21B TTN TWIST1 TWIST2 UBA1 UBA2 UBE2T UBE3B UBE4B UFSP2 UMPS UNC45A UNC80 USP7 USP9X VAC14 VAMP1 VANGL1 VCP VDR VIPAS39 VPS13B VPS33A VPS33B VPS35L VPS37D WASHC5 WDR19 WDR26 WDR35 WNK1 WNT3 WNT5A WNT7A XRCC2 XYLT1 YWHAE ZBTB20 ZC4H2 ZIC2 ZIC3 ZMPSTE24 ZNF407 ZNF469 HP_ABNORMAL_PELVIS_BONE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PELVIS_BONE_MORPHOLOGY ATP7A B3GLCT BGN BMPER COL11A2 DYM ERCC6 ERCC8 EXT1 EXT2 FGFR2 FIG4 IDUA LEMD3 MBTPS2 PCNT POR PTH1R RSPRY1 TRIP11 TRPV4 VAC14 HP_ABNORMAL_PELVIS_BONE_OSSIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PELVIS_BONE_OSSIFICATION CBFB COL2A1 DYNC2H1 DYNC2I1 DYNC2I2 FGFR2 FIG4 GJB2 GJB6 GSC IFT80 LBR LEMD3 NKX3-2 RUNX2 SIK3 WDR35 HP_ABNORMAL_PENIS_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PENIS_MORPHOLOGY ABCA4 ABL1 ACTA1 ACTB ADA2 ADAR ADAT3 AFF4 AGBL5 AHI1 AHR AIP AKT1 ALG12 ALKBH8 ALMS1 ALX4 ANK1 ANKRD11 ANOS1 APC2 AR ARCN1 ARHGEF18 ARID1A ARID1B ARID2 ARL2BP ARL3 ARL6 ARL6IP6 ARNT2 ARVCF ARX ATAD3A ATP6AP2 ATP6V1A ATP6V1E1 ATR ATRX AXL B3GALNT2 B3GLCT B4GAT1 B9D2 BAZ1B BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCL7B BCOR BDNF BEST1 BICRA BLTP1 BRAF BRCA1 BRCA2 BRD4 BRIP1 BUB1B BUD23 C2CD3 CA4 CAMK2A CARS1 CASK CASZ1 CC2D2A CCDC141 CCDC22 CCDC28B CCDC8 CDC42 CDC42BPB CDC45 CDC6 CDCA7 CDH11 CDH2 CDHR1 CDKL5 CDKN1C CDON CDT1 CENPT CEP152 CEP19 CEP290 CEP41 CERKL CFAP418 CHD4 CHD7 CHRNA3 CHRNG CILK1 CLIP2 CLMP CLRN1 CNGA1 CNGB1 COG1 COG5 COL3A1 COL4A1 COLEC10 COLEC11 COMT COX7B CPE CPLX1 CRB1 CREBBP CRPPA CRX CSPP1 CTBP1 CTC1 CTCF CTU2 CUL4B CUL7 CUX1 CYB5A CYP11A1 CYP11B1 CYP17A1 CYP21A2 DACT1 DAG1 DCAF17 DCC DCHS1 DCX DDX6 DHCR7 DHDDS DHODH DHX37 DHX38 DIS3L2 DISP1 DKC1 DLL1 DLL3 DMRT3 DMXL2 DNAJC19 DNAJC30 DPF2 DPP9 DPYSL5 DTYMK DUSP6 DVL1 DVL3 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYRK1A EBF3 ECE1 EED EFNB1 EHMT1 EIF2S3 EIF4H ELN EP300 EPG5 ERCC2 ERCC4 ERCC6 ERCC8 ERMARD ESCO2 EVC EVC2 EXT2 EYS EZH2 FAM111A FAM161A FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAT4 FBXL4 FDFT1 FERMT1 FEZF1 FGF17 FGF8 FGFR1 FGFR2 FGFRL1 FIG4 FKBP6 FKRP FKTN FLNA FLRT3 FOCAD FOXC1 FOXF1 FOXH1 FRAS1 FREM2 FSCN2 FZD2 GABRD GAS1 GATA1 GATA4 GATAD2B GH1 GHR GLI1 GLI2 GLI3 GLYCTK GMNN GMPPB GNA11 GNAO1 GNB2 GNRH1 GNRHR GP1BB GPC3 GPC4 GPR101 GPR161 GRB10 GRIA3 GRIN1 GRIP1 GRM7 GTF2I GTF2IRD1 GTF2IRD2 GUCA1B H4C11 H4C9 HBA1 HBA2 HCCS HDAC8 HEATR3 HEPACAM HERC1 HERC2 HES7 HESX1 HGSNAT HID1 HIRA HMGA2 HNF1B HNRNPH1 HNRNPR HOXA13 HOXD13 HS6ST1 HSD3B2 HSPG2 HUWE1 HYLS1 IDH3A IDH3B IFIH1 IFT140 IFT172 IFT27 IFT74 IFT80 IFT88 IGF2 IL17RD IMPDH1 IMPG1 IMPG2 INPP5E INSR INTU ISL1 JMJD1C KANSL1 KAT5 KAT6B KATNIP KCNA1 KCNAB2 KCNH1 KDM1A KDM3B KDM5B KDM5C KDM6A KIAA0586 KIAA0753 KIAA1549 KIF7 KIFBP KISS1 KISS1R KIZ KLF1 KLHL15 KLHL40 KLHL41 KLHL7 KLLN KMT2D KRAS KRT5 LAMA5 LARGE1 LEP LETM1 LFNG LHB LHCGR LHX4 LIG4 LIMK1 LMNA LMNB2 LMOD3 LMX1B LRAT LRPPRC LSM11 LSS LUZP1 LZTFL1 MAB21L2 MAD2L2 MADD MAGEL2 MAK MAMLD1 MAP2K1 MAP3K1 MAPRE2 MBD5 MBTPS2 MCTP2 MECP2 MED12 MED12L MED25 MEGF8 MERTK MESP2 METTL27 MID1 MINPP1 MKKS MKRN3 MKS1 MLXIPL MMP23B MNX1 MTM1 MTOR MYH3 MYMK MYMX MYRF NAA10 NCF1 NDNF NDUFA6 NDUFA8 NDUFB11 NDUFB7 NDUFS4 NEB NEK1 NEK2 NELFA NEUROD2 NHLH2 NHP2 NIPBL NKX2-1 NODAL NOP10 NOTCH2 NPAP1 NPHP1 NPM1 NR0B1 NR2E3 NR5A1 NRL NSD1 NSD2 NSMF NSUN2 NXN OBSL1 OFD1 OGT OPHN1 ORC1 ORC4 ORC6 OTUD5 OTX2 PAFAH1B1 PAICS PALB2 PARN PAX6 PBX1 PCARE PCNT PDE4D PDE6A PDE6B PDE6G PDPN PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PHF21A PHF6 PIEZO2 PIGA PIGG PIGN PIGP PIGQ PIK3CA PITX2 PLAG1 PNKP PNPLA6 POFUT1 POGLUT1 POLE POLR1B POLR1C POLR1D POLR3A POMGNT1 POMGNT2 POMK POMT1 POMT2 POR PPP1R12A PQBP1 PRCD PRDM13 PRDM16 PRKACA PRKACB PRKCZ PRKDC PROK2 PROKR2 PROM1 PRPF3 PRPF31 PRPF4 PRPF6 PRPF8 PRPH2 PRPS1 PRRX1 PSENEN PSMC1 PSMD12 PSPH PTCH1 PTDSS1 PTEN PTPN11 PTPRF PUF60 PWAR1 PWRN1 RAB18 RAB3GAP1 RAB3GAP2 RAC1 RAD21 RAD51 RAD51C RAF1 RBBP8 RBP3 RDH12 REEP6 RERE RFC2 RFWD3 RGR RHO RIPK4 RIPPLY2 RLBP1 RLIM RNASEH2A RNASEH2B RNASEH2C RNF113A RNU12 RNU4ATAC RNU7-1 ROBO1 ROM1 ROR2 RP1 RP1L1 RP2 RP9 RPE65 RPGR RPL10 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RREB1 RSPO1 RSPO2 RTEL1 RTTN RXYLT1 RYR1 SAG SALL1 SAMD9 SAMHD1 SATB2 SC5D SCAPER SCLT1 SCN1B SCN2A SCUBE3 SDCCAG8 SDHB SDHC SDHD SEC23B SEC24C SEMA3A SEMA3E SEMA4A SETBP1 SETD2 SETD5 SGPL1 SHH SIAH1 SIK1 SIM1 SIN3A SIX3 SIX6 SKI SKIC3 SLC25A10 SLC25A22 SLC25A24 SLC29A3 SLC31A1 SLC32A1 SLC7A14 SLX4 SMAD4 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMCHD1 SMG8 SMO SMS SNORD115-1 SNORD116-1 SNRNP200 SOX10 SOX11 SOX2 SOX3 SOX4 SOX9 SPATA7 SPEN SPRED1 SPRY4 SPTBN1 SRA1 SRCAP SRD5A2 SRY SSR4 STAR STT3A STT3B STX1A STXBP1 SUCLG1 SUFU SUZ12 SYNGAP1 TAC3 TACR3 TAPT1 TBC1D20 TBCE TBL1XR1 TBL2 TBX1 TBX22 TBX3 TCF12 TCF4 TCOF1 TDGF1 TERC TERT TFAP2A TGIF1 THOC2 THOC6 TINF2 TMEM270 TMEM63A TMEM70 TMEM94 TOE1 TOGARAM1 TONSL TOPORS TP63 TREX1 TRIM32 TRIM8 TRPM3 TRRAP TSPYL1 TSR2 TTC8 TUB TUBB TULP1 TWIST2 TYMS UBA1 UBE2A UBE2T UBE4B UBR1 UBR7 UFD1 USB1 USF3 USH2A USP7 USP9X VAC14 VAMP7 VPS35L VPS37D WASHC5 WDPCP WDR11 WDR35 WNT4 WNT5A WNT7A WRAP53 WT1 WWOX XRCC2 XRCC4 YWHAE ZEB2 ZFPM2 ZIC2 ZMIZ1 ZMPSTE24 ZMYM2 ZNF408 ZNF513 ZNF699 ZPR1 HP_ABNORMAL_PERIAURICULAR_REGION_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PERIAURICULAR_REGION_MORPHOLOGY ALX1 ALX3 ANK1 ANKRD11 ARID1B AUTS2 B3GLCT BCOR BRF1 CCDC22 CHD7 CHN1 CITED2 COL2A1 CPLX1 CTBP1 CTNND2 DACT1 DICER1 DPYSL5 EDN1 EDNRA EFTUD2 EIF2AK3 EXT2 EYA1 FGFR1 FGFR2 FGFRL1 FLNA FLNB FLT4 FN1 GATA4 GATA5 GATA6 GDF1 GJA5 GNAI3 GPC3 GPC4 GSC H4C3 H4C5 H4C9 HK1 HNRNPK HNRNPU IRX5 JAG1 KAT6A KCNJ2 KDM6A KDR KIF7 KMT2D KRAS LETM1 LRP1 LRP5 MAFB MED12 MED13L MID1 MITF MSL3 NAA10 NKX2-5 NKX2-6 NPHP3 NSD2 ODC1 PAX1 PIGS PLCB4 POLR1B POLR1C POLR1D PPP1CB PRMT7 RAB23 SALL1 SALL4 SEMA3E SEMA5A SF3B2 SF3B4 SIX1 SIX5 SMARCA2 SNRPN SPECC1L STAG2 SVBP SYK TASP1 TBX1 TCOF1 TFAP2A TMEM260 TRPM3 TXNL4A UBE2A UBE3B VPS13B VPS35L WASHC5 WBP11 WLS XYLT2 ZFPM2 ZNF462 ZNF668 HP_ABNORMAL_PERICARDIUM_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PERICARDIUM_MORPHOLOGY ABCC6 ABCC9 ACADVL ADAMTS3 AEBP1 ALG9 BLTP1 C4A CALCRL CCBE1 CCR1 CDH23 CLCNKB CTLA4 DNASE1 DNASE1L3 DPH5 EIF2AK4 ENPP1 EPHB4 ERAP1 FAS FAT4 FCGR2A FCGR2B GATA6 GBA1 HBA1 HBA2 HLA-B HLA-DPA1 HLA-DPB1 HLA-DRB1 IFIH1 IFNGR1 IL10 IL12A IL12A-AS1 IL23R IL6 IRAK1 IRF4 ITK KLRC4 LACC1 LCK LETM1 LMNA LYST MAF MCM10 MEFV MIF MTO1 MYBPC3 MYRF NOD2 P4HA2 PLVAP PMM2 PRG4 PRKAG2 PRTN3 PTPN14 PTPN22 RNU7-1 SAT1 SCARB2 SLC12A3 SMAD4 SPP1 STAT4 TCTN2 TLR4 TNFRSF1A TREX1 TRIM37 TSC1 TSC2 UBAC2 UQCRFS1 HP_ABNORMAL_PERIFOLLICULAR_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PERIFOLLICULAR_MORPHOLOGY HLA-DRA KRT81 KRT83 KRT86 LRP1 MBTPS2 HP_ABNORMAL_PERIOSTEUM_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PERIOSTEUM_MORPHOLOGY COL1A1 FAM20C FGFR2 GALNT3 IL1RN KL SLCO2A1 TRPV6 HP_ABNORMAL_PERIPHERAL_ACTION_POTENTIAL_AMPLITUDE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PERIPHERAL_ACTION_POTENTIAL_AMPLITUDE ALS2 ATL1 ATL3 ATXN1 BSCL2 CADM3 CCT5 DHX16 DNAJB6 EMILIN1 FXN GDAP1 HK1 HSPB8 KARS1 LITAF LMNA MORC2 MPV17 NDRG1 NEFL PMP2 RAB7A RFC1 SBF2 SETX SIGMAR1 SORD SPTLC1 SPTLC2 SYT2 TFG TRPV4 UBA1 UQCRC1 VAMP1 VPS13A HP_ABNORMAL_PERIPHERAL_MYELINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PERIPHERAL_MYELINATION ABCA1 ADCY6 AFG3L2 APTX ARHGEF10 ARSA ASXL1 COQ7 COX6A1 CTDP1 DCAF8 DHH DHX16 DNM2 DNMT1 EGR2 ELP1 ERCC6 ERCC8 FA2H FGD4 FIG4 FLRT1 FLVCR1 GALC GAN GBF1 GCDH GDAP1 GJB1 GNB4 HACE1 HK1 HSPB8 HYCC1 INF2 JPH1 KCNJ10 KIF1A KIF1B KIF1C KLC2 LIG3 LITAF LMNA LMNB1 LRPPRC MAT1A MFN2 MMACHC MME MOCS1 MOCS2 MORC2 MPV17 MPZ MT-ATP6 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TK MT-TL1 MT-TV MT-TW MTMR2 MTRFR MTTP NDRG1 NEFL NGF NTRK1 PEX16 PLEKHG5 PLP1 PMP2 PMP22 PNPT1 POLG PRPS1 PRX PSAP RAB7A RAI1 RETREG1 RRM2B SACS SBF1 SBF2 SCN9A SH3TC2 SLC12A6 SOX10 SPG11 SPTBN1 SPTLC1 SUMF1 SURF1 TDP1 TFG TRIM2 TWNK TYMP TYROBP UBTF VPS13A WNK1 YARS1 ZNHIT3 HP_ABNORMAL_PERIPHERAL_NERVOUS_SYSTEM_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PERIPHERAL_NERVOUS_SYSTEM_MORPHOLOGY AAAS AARS1 ABCA1 ABCC8 ABCD1 ACOX1 ACTA1 ADA2 ADCY6 ADGRG1 ADNP ADPRS AFG3L2 AGRN AGTPBP1 AIFM1 AK9 AKT1 ALDH18A1 ALG12 ALG14 ALG2 ALS2 AMER1 AMPD2 ANKH ANO5 ANTXR1 ANXA11 APC APTX ARHGEF10 ARMC5 ARSA ASAH1 ASCC1 ASCL1 ASXL1 ATAD3A ATL1 ATL3 ATP11A ATP13A2 ATP1A2 ATP1A3 ATP7A ATRX ATXN3 B2M BAG3 BAP1 BDNF BICRA BIN1 BMS1 BRAF BTNL2 C19orf12 C9orf72 CA2 CACNA1A CAPN1 CAPN3 CCM2 CCND1 CCT5 CDH23 CDKN1A CDKN1B CDKN2B CDKN2C CEP126 CFL2 CHAT CHCHD10 CHD7 CHKB CHMP2B CHRNA1 CHRNB1 CHRND CHRNE CLCN7 CNTNAP1 COA7 COASY COCH COG8 COL12A1 COL13A1 COL25A1 COL4A1 COL6A1 COL6A2 COL6A3 COLQ COQ6 COQ7 COX20 COX6A1 CPLANE1 CRLF1 CRPPA CRYAB CTDP1 CTSD CYP27A1 CYP2U1 DARS2 DAXX DCAF8 DCTN1 DDHD1 DES DGUOK DHH DHX16 DKK1 DLL4 DLST DMPK DNAJB6 DNM2 DNMT1 DNMT3A DOK7 DPAGT1 DYNC1H1 EDN3 EGR2 ELOVL4 ELOVL5 ELP1 EPAS1 ERBB2 ERCC6 ERCC8 EXOSC3 EXOSC8 EXOSC9 EXT1 EXT2 EYA1 FA2H FBLN5 FGD4 FGF14 FGF3 FH FIG4 FKRP FKTN FLNC FLRT1 FLVCR1 FRG1 FUS FXN GALC GAN GBA2 GBE1 GBF1 GCDH GCGR GCK GDAP1 GDF3 GDF6 GDNF GFPT1 GJA1 GJB1 GJC2 GLE1 GMPPA GMPPB GNAQ GNAS GNB2 GNB4 GNE GRN GSN HACE1 HARS1 HEXB HINT1 HK1 HLA-DRB1 HMBS HNRNPA1 HNRNPA2B1 HOXB1 HRAS HSPB1 HSPB8 HYCC1 IBA57 IFNG IFRD1 IGHMBP2 INF2 INS ITGB4 JPH1 KARS1 KBTBD13 KCNJ10 KCNJ11 KCNK9 KIF1A KIF1B KIF1C KIF5A KIT KLC2 KLHL40 KLHL41 KLHL9 KMT2D KPNA3 KRAS KRIT1 KY LAMA2 LAMB2 LARGE1 LBX1 LIG3 LITAF LMNA LMNB1 LMOD3 LRP1 LRP12 LRP4 LRP5 LRPPRC LRSAM1 LZTR1 MAFA MAPT MARS1 MAT1A MATR3 MAX MBD4 MCM3AP MDH2 MEGF10 MEN1 MEOX1 MFN2 MGME1 MICU1 MLH1 MMACHC MME MOCS1 MOCS2 MORC2 MPV17 MPZ MT-ATP6 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TE MT-TF MT-TH MT-TK MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTM1 MTMR14 MTMR2 MTRFR MTTP MUSK MYF6 MYH7 MYL2 MYMK MYMX MYO1H MYO9A MYPN NAGA NDRG1 NEB NEFH NEFL NEMF NF1 NF2 NFU1 NGF NGLY1 NOD2 NR3C1 NTRK1 OPA1 OSTM1 OTX2 PABPN1 PDCD10 PDE11A PDGFB PDX1 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PHOX2B PI4KA PIEZO2 PIGB PIK3CA PIK3R5 PLA2G6 PLD3 PLEC PLEKHG4 PLEKHG5 PLEKHM1 PLOD1 PLP1 PLXNA1 PLXND1 PMP2 PMP22 PNPLA6 PNPT1 POLG POLG2 POMT1 POMT2 PRICKLE1 PRKAR1A PRNP PRPH PRPS1 PRRT2 PRRX1 PRX PSAP PSEN1 PTDSS1 PTRH2 PUF60 RAB7A RAI1 RAPSN REEP1 RET RETREG1 REV3L RFC1 RNF170 RNF220 RNF43 RRM2B RYR1 SACS SALL4 SAMD9L SBF1 SBF2 SCN1A SCN4A SCN9A SCO2 SDHA SDHAF2 SDHB SDHC SDHD SELENON SEMA3E SEPTIN9 SERPING1 SETX SGCD SH3TC2 SHMT2 SIX1 SIX5 SLC12A6 SLC18A3 SLC19A3 SLC25A1 SLC25A11 SLC25A19 SLC25A21 SLC25A4 SLC25A46 SLC29A3 SLC39A14 SLC52A2 SLC52A3 SLC5A7 SMARCB1 SMARCE1 SMCHD1 SMN1 SMN2 SMO SNAP25 SNX10 SOD1 SOST SOX10 SPEG SPG11 SPG7 SPRED1 SPTBN1 SPTBN4 SPTLC1 SPTLC2 SQSTM1 SRPX2 STAG2 STAT3 SUCLA2 SUFU SUMF1 SUPT16H SURF1 SYNE1 SYT2 TARDBP TBCD TBCE TBK1 TBL1XR1 TCIRG1 TDP1 TERT TFAP2A TFG TGFB1 TK2 TMEM106B TMEM127 TMEM53 TNFRSF11A TNFSF11 TOR1A TP53 TPM2 TPM3 TRAF7 TRAPPC11 TREM2 TRIM2 TRIM32 TRIP4 TRPM7 TRPV4 TSC1 TSC2 TTC19 TTN TTR TUBB3 TUBB6 TWNK TXN2 TYMP TYROBP UBA1 UBA2 UBE2T UBQLN2 UBTF UCHL1 USP48 USP8 VAMP1 VCP VHL VPS13A VPS13D VPS41 VRK1 VWA1 WARS1 WDR48 WFS1 WNK1 XK XRCC2 XRCC4 YARS1 YME1L1 YY1 ZC4H2 ZFHX4 ZFYVE26 ZNHIT3 HP_ABNORMAL_PERIPHERAL_NERVOUS_SYSTEM_PHYSIOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PERIPHERAL_NERVOUS_SYSTEM_PHYSIOLOGY AARS1 ABCD1 ABHD12 AIFM1 ALS2 ARHGEF10 ARHGEF2 ARSA ATL1 ATL3 ATP11A ATP7B ATXN1 ATXN10 BSCL2 CACNA1S CADM3 CCT5 CEP126 CHCHD10 CNTNAP1 COMP CPLANE1 CTDP1 CYP27A1 DCAF8 DEGS1 DHH DHX16 DIAPH3 DNAJB6 DNAJC3 DNM2 EBP EDNRB EGR2 EMILIN1 EPM2A ERCC3 ERCC4 ERCC6 ERCC8 FBLN5 FBN1 FBXO38 FGD4 FIG4 FLNC FLVCR1 FXN GABRA3 GALC GARS1 GDAP1 GFM2 GJB1 GJC2 HIKESHI HINT1 HK1 HPDL HSD17B4 HSPB1 HSPB8 HYCC1 IDUA IGHMBP2 ITPR3 JPH1 KARS1 KCNJ18 KIF1A KIF1B LAMA2 LIG3 LITAF LMNA LMNB1 LRSAM1 LTBP3 LYST MARCHF6 MATR3 MED25 MEGF10 MFF MFN2 MOGS MORC2 MPV17 MPZ MTMR2 MTRFR MYH14 MYH3 NALCN NDRG1 NEFL NEU1 NFASC NGLY1 NHLRC1 NMNAT1 NOTCH2NLC NPTX1 NTRK1 OPA1 OTOF PDK3 PEX6 PLA2G6 PLEKHG5 PLP1 PMP2 PMP22 PNKP PNPT1 POLG PRDX3 PRPS1 PRX PSAP PTRH2 RAB7A RAI1 REEP1 RETREG1 RFC1 RIPOR2 RRM2B SACS SAMD12 SAMD9L SBF1 SBF2 SCN9A SCP2 SEMA6B SETX SH3TC2 SIGMAR1 SLC12A6 SLC25A15 SLC5A7 SNAP29 SORD SOX10 SPG21 SPTBN4 SPTLC1 SPTLC2 STARD7 SUCLA2 SUMF1 SYT2 TBC1D20 TBC1D24 TDP1 TFG TIMM8A TPI1 TRIM2 TRPV4 TTPA TYMP UBA1 UQCRC1 VAMP1 VCP VPS13A WNK1 YARS1 YEATS2 YME1L1 HP_ABNORMAL_PERISTALSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PERISTALSIS AAAS ACTA2 ACTB ACTG2 CLMP COL4A5 COL4A6 FLVCR1 GLA GMPPA GUCY1A1 IARS2 IVNS1ABP LMOD1 MEIS2 MYH11 MYL9 MYLK MYO1H PHOX2B RAD21 SAMD9 STAT3 TRAPPC11 HP_ABNORMAL_PERITONEUM_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PERITONEUM_MORPHOLOGY ACTN4 ANKFY1 ANLN APOL1 ARHGAP24 ARHGDIA BCL2 BCL6 BRCA1 BRCA2 CALR CD2AP CDC45 CDKN2A CFB COL4A3 COQ8B CRB2 DAAM2 ELANE ELP1 EMP2 EWSR1 F10 F5 FOCAD GAPVD1 HLA-DRB1 INF2 JAK2 KRAS MAGI2 MEFV MVK MYH11 MYO1E NAB2 NPHS1 NPHS2 NUP107 NUP133 NUP160 NUP205 NUP37 NUP85 NUP93 PALB2 PALLD PAX2 PI4KA PLCE1 PTPRO RABL3 SERPINE1 SLC29A3 SMAD4 STAT6 TBC1D8B TNFRSF1A TP53 TRPC6 TTC7A WT1 HP_ABNORMAL_PERIVENTRICULAR_WHITE_MATTER_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PERIVENTRICULAR_WHITE_MATTER_MORPHOLOGY AARS1 AARS2 ABCC9 ABCD1 ABHD16A ACP5 ACTA2 ACTL6B ALDH18A1 AMPD2 AP4B1 AP4E1 AP4M1 AP4S1 AP5Z1 ARHGAP31 ARID2 ARSA ATP13A2 BRF1 CA2 CARS1 CDC42 CDK13 CLCN4 CLN5 CLPB CNBP CNKSR2 CNP CNTNAP2 COL4A1 CPLX1 CTBP1 CYP27A1 DDHD2 DEGS1 DLL4 DNM1L DOCK6 DPM2 DPM3 EDEM3 EOGT ERCC2 ERCC3 FA2H FARSA FCSK FGFRL1 FKRP GALC GFAP GM2A GMPPB GNB2 GTF2E2 GTF2H5 HIKESHI HK1 ISCA2 KCNN2 LAMA1 LARGE1 LETM1 LIPT2 LMX1B LONP1 LYRM7 MEF2C MMACHC MORC2 MPLKIP MTHFR NDUFC2 NEUROD2 NOTCH1 NRCAM NRROS NSD2 OCRL ODC1 OGDHL OPA1 PAK1 PC PDHA1 PDHB PDHX POMT1 POMT2 PPFIBP1 PRORP PRR12 PSAP PUF60 RAB3GAP2 RAC1 RBPJ RFWD3 RNF113A RPL10 RTTN SELENOI SEPSECS SHANK3 SON SPATA5L1 SPG11 SPG21 SSR4 STRADA STXBP1 SUGCT SUMF1 TARS1 TBCK TET3 TMEM222 TPRKB TREX1 TRMT1 TRPM3 TSEN54 UBA1 UQCC3 USP7 VPS11 WARS2 HP_ABNORMAL_PHALANGEAL_JOINT_MORPHOLOGY_OF_THE_HAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PHALANGEAL_JOINT_MORPHOLOGY_OF_THE_HAND ACTG2 ADAMTS3 ADAMTSL2 ADAT3 ALX1 ALX3 ANTXR2 APC2 ARID1B ARPC4 ASPN ASXL3 BCOR BCR CANT1 CAPN3 CASZ1 CCBE1 CCDC22 CCN6 CD244 CDC45 CDC6 CDT1 CFTR CHRNG CHST3 CIITA CLCF1 COG5 COL11A1 COL11A2 COL12A1 COL1A1 COL2A1 COL6A1 COL6A2 COL6A3 CRKL CRLF1 CSGALNACT1 CTDP1 CUL4B DHODH DLL3 DOK7 DVL1 DVL3 EED EFNB1 EMG1 ERCC1 ERCC2 ERCC5 ERCC6 EZH2 FAT4 FBN1 FBN2 FBXO28 FERMT1 FGD1 FGF9 FGFR1 FGFR3 FKTN FLNA FZD2 GABRD GDAP1 GDF5 GJA1 GMNN GNPTAB GON7 GPC3 GPC4 GPKOW H4C9 HES7 HINT1 HOXD13 HSPG2 IDS IDUA IGHMBP2 IKBKG IL10 IL6ST IPO8 KAT6A KAT6B KCNAB2 KCNK9 KDM5B KDM5C KIF21A KRT14 L1CAM LAGE3 LAMB3 LFNG LIFR LMBR1 LMNA LUZP1 MAFB MAP3K7 MAPK1 MATN3 MBTPS2 MED12 MED25 MEGF10 MESP2 MKS1 MMP2 MMP23B MORC2 MUSK MYBPC1 MYH3 MYL11 MYOD1 NAA10 NALCN NEDD4L NFKBIL1 NLRP3 NOD2 NOG NSD1 NUP107 NUP133 NUP88 NXN OCRL ORC1 ORC4 ORC6 OSGEP PAX3 PCGF2 PDPN PEX1 PEX6 PIEZO2 PIGL PLOD3 POLR3A POLR3GL PORCN PRDM16 PRG4 PRKCZ PSMB8 PTPN22 RAB33B RAB3GAP1 RAPSN RERE RIPPLY2 ROR2 RPL10 RTTN SALL4 SCARF2 SCN4A SETD2 SH3PXD2B SHH SKI SLC18A3 SLC22A4 SLC26A2 SLC29A3 SLC35A2 SLC35A3 SLC39A13 SMAD3 SMARCA2 SMARCA4 SMARCAD1 SMC1A SMG9 SMOC1 SPEN SUZ12 TBC1D2B TBR1 TBX2 TBX3 TCTN3 TDO2 TGDS TGFB3 TGFBR1 TGFBR2 TLK2 TMEM70 TNNI2 TNNT3 TOR1AIP1 TP53RK TPM2 TPRKB TRAPPC2 TRPS1 TRPV4 TUBA1A TUBB3 TWIST2 UBE4B UPF3B WDR4 WDR73 WFS1 WNT5A XYLT1 YRDC ZDHHC9 ZMPSTE24 ZNF407 HP_ABNORMAL_PIGMENTATION_OF_THE_ORAL_MUCOSA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PIGMENTATION_OF_THE_ORAL_MUCOSA ABCC6 ABCD1 ATRX BANK1 BLK BRAF C4A C4B CDH23 CR2 CTLA4 DNASE1 ETS1 FCGR2B FCGR3B HLA-DRB1 IGHG1 IL10 IRAK1 IRF5 ITGAM JAZF1 KIAA0319L KRT14 MECP2 MTX2 NR3C1 PDCD1 PTPN22 PXK SPP1 STAT4 STK11 TLR7 TNFAIP3 TNFSF4 TNIP1 TP53 TREX1 UBE2L3 USP48 USP8 XYLT1 XYLT2 HP_ABNORMAL_PINEAL_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PINEAL_MORPHOLOGY ADNP BPTF GALNT2 INSR KANSL1 KRAS NONO PNPLA2 PSMD12 VAX1 WDR26 HP_ABNORMAL_PITUITARY_GLAND_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PITUITARY_GLAND_MORPHOLOGY AAAS ABCD1 ACP5 ADAT3 ADGRG1 ADNP AFF4 AIP AKT1 ALG5 ALG9 ALMS1 ALX3 ANOS1 APC APOA5 AR ARMC5 ARNT2 ATRX B3GLCT BAP1 BICC1 BMP15 BMP4 BMPR1A BMPR1B BNC1 BPTF BRAF BRCC3 BTK C14orf39 CATIP CBX2 CCDC141 CCDC34 CDC42BPB CDH23 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CDON CEP57 CFTR CHD7 CLPP CNBP COG2 COQ6 CT55 CTNNB1 CTSK CYB5A CYP11A1 CYP17A1 DBH DCAF17 DCC DHH DHX37 DIAPH2 DISP1 DLL1 DMRT3 DMXL2 DNAH10 DNAJB11 DNAJC21 DNHD1 DUSP6 DYRK1A EDA EDA2R EFL1 EIF2S3 EPCAM ERCC6 ERF ESCO2 ESR1 ESR2 FAN1 FANCF FANCI FANCM FARSA FBXO43 FEZF1 FGD1 FGF17 FGF8 FGFR1 FIGLA FKBP6 FLNB FLRT3 FMR1 FOXA2 FOXH1 FOXL2 FSHB FSHR GAN GANAB GAS1 GATA4 GATA6 GCNA GDF9 GH1 GHRHR GHSR GLI2 GLI3 GMNN GMPPA GNAS GNB2 GPR101 GPR161 GRB10 GRM7 HBB HERC2 HESX1 HFM1 HID1 HPGD HS6ST1 HSD17B4 HSD3B2 IARS2 IDH1 IDH2 IFNG IFT140 IGF1 IGF2 IGSF1 IKBKG IL17RD KANSL1 KATNIP KCNJ11 KIAA0753 KISS1R KLHL10 KMT2A KRAS LARS2 LEP LEPR LHB LHCGR LHX3 LHX4 LZTR1 MADD MAGEL2 MAP2K2 MAP3K1 MAST3 MCM4 MCM8 MCM9 MED12 MEIOB MEN1 MKRN3 MLH1 MLH3 MOV10L1 MPDU1 MRPS22 MSH2 MSH4 MSH5 MSH6 MSTO1 MT-ATP8 MT-TL1 MTHFR NANOS1 NDE1 NDN NDNF NF2 NFKB2 NFKBIA NKX2-1 NODAL NONO NPAP1 NR0B1 NR3C1 NR5A1 NSMCE2 NUP107 OCA2 OTX2 PCSK1 PDE11A PDGFB PDHA2 PI4KA PIK3CA PITX2 PKD1 PKD2 PLCH1 PMM2 PMS1 PMS2 PNLDC1 PNPLA6 POLA1 POLE POLR3A POLR3GL POLR3H POMC POR POU1F1 POU3F4 PPP2R3C PREPL PRKAR1A PRLR PROK2 PROKR2 PROP1 PSMC3IP PSMD12 PTCH1 PTDSS1 PUF60 PUS1 PWAR1 PWRN1 RBM28 RFWD3 RNF113A RNF212 RNPC3 ROBO1 RPL10L RPS20 RRAS2 RRM2B SBDS SEMA3A SEMA3E SEMA4A SHH SHOC1 SIM1 SIN3A SIX3 SIX6 SLC29A3 SLC7A7 SLCO2A1 SMARCB1 SMARCE1 SMC1A SMO SNORD115-1 SNORD116-1 SNRPN SOHLH1 SOX10 SOX11 SOX2 SOX3 SOX9 SPAG17 SPIDR SPRY4 SRD5A3 SRP54 SRPX2 SRY STAG2 STAG3 STAT5B STIL STX16 SUFU SYCE1 SYCP3 TACR3 TAF4B TBCE TBCK TBX19 TBX2 TBX3 TDGF1 TDRD9 TERB1 TERB2 TERT TEX11 TEX14 TEX15 TGFBR2 TGIF1 THOC2 TMCO1 TMEM67 TP53 TP63 TRAF7 TRAPPC11 TRHR TSC1 TSC2 TSHB TTC26 USP48 USP8 VAMP7 VANGL2 VPS13B VSX1 WASHC5 WDR11 WDR4 WT1 WWOX XRCC2 YY1 ZFPM2 ZIC2 ZMYND15 ZNF148 ZNRF3 ZSWIM6 ZSWIM7 HP_ABNORMAL_PLACENTAL_MEMBRANE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PLACENTAL_MEMBRANE_MORPHOLOGY ATP6V1B2 FERMT1 GJA1 GJB2 GLE1 KANK2 KRT1 LORICRIN POMP SMARCAD1 TBC1D24 TP63 TRPV3 ZMPSTE24 HP_ABNORMAL_PLACENTAL_SIZE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PLACENTAL_SIZE CDKN1C DLK1 HMGA2 HSPG2 IGF1 IGF2 LBR LMNA MEG3 MKS1 MUSK PHGDH PLAG1 RTL1 SKIC3 ZMPSTE24 HP_ABNORMAL_PLACENTA_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PLACENTA_MORPHOLOGY BCL10 CD46 CDKN1C CDKN2A CFH CFI CHEK2 CORIN DLK1 FANCF FGFR3 FLT1 GLB1 HELLPAR HMGA2 HSPG2 HYMAI IGF1 IGF2 KCNQ1 KCNQ1OT1 KIT LBR LMNA MDM2 MEG3 MKS1 MUSK PHGDH PLAG1 PLAGL1 RTL1 SKIC3 SPTBN1 STK11 STOX1 TP53 ZMPSTE24 HP_ABNORMAL_PLATELET_FUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PLATELET_FUNCTION ABCG8 ACTN1 AP3B1 BLOC1S3 BLOC1S5 BLOC1S6 CALR CBL CISD2 DIAPH1 DTNBP1 EPHB2 FLI1 GATA1 GFI1B GNAS GP1BA GP1BB GP6 GP9 GUCY1A1 HPS3 HPS5 HPS6 IKZF5 ITGA2B ITGB3 KCNJ1 KRAS LCP2 LYST LZTR1 MGAT2 MRAS MYH9 NBEAL2 NRAS P2RY12 PLA2G4A PLAU PTPN11 RAF1 RASA2 RASGRP2 RIT1 RRAS RRAS2 RUNX1 SAMD9L SH2B3 SLC35A1 SOS1 SOS2 SPRED2 TBXA2R THPO TUBB1 VWF WAS WIPF1 HP_ABNORMAL_PLATELET_GRANULES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PLATELET_GRANULES AP3B1 BLOC1S5 GATA1 GFI1B HPS3 HPS4 HPS5 HPS6 IKZF5 LYST NBEAL2 RUNX1 SLC35A1 HP_ABNORMAL_PLATELET_MEMBRANE_PROTEIN_EXPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PLATELET_MEMBRANE_PROTEIN_EXPRESSION GP1BA GP1BB GP9 ITGA2B ITGB3 SLC35A1 HP_ABNORMAL_PLATELET_VOLUME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PLATELET_VOLUME ABCG8 ACTN1 ANKRD26 ARPC1B CD36 CDC42 COG1 CYCS DIAPH1 FLI1 FLNA FYB1 GATA1 GFI1B GP1BA GP1BB GP9 ITGA2B ITGB3 LBR MYH9 PRKACG SC5D SKIC2 SKIC3 SLC35A1 TUBA8 TUBB1 WAS HP_ABNORMAL_PLEURA_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PLEURA_MORPHOLOGY ABL1 ACTA1 ACTA2 ACTN4 ADAMTS2 ADAMTS3 AGR2 ALG14 ATP6V1A ATP6V1E1 B3GALT6 BAP1 BCL2 BCL6 BLTP1 BMP2 BRAF BTNL2 C4A CALCRL CARD10 CAV1 CBL CCBE1 CCND1 CCR1 CD28 CD46 CEACAM3 CEACAM6 CFH CFI CFTR CHST14 CLCA4 CLPB COL3A1 CTLA4 CTRC CYBB CYBC1 DCTN4 DDR2 DEF6 DICER1 DNASE1 DNASE1L3 DSE DZIP1L EDNRA EFEMP2 EIF2AK4 ELN ELP1 ENG EPHB4 ERAP1 EXT1 EXT2 FAS FAT4 FBLN5 FBN1 FCGR2A FCGR2B FLCN FOXC2 FOXE3 FOXF1 FSHR GAA GCLC GPKOW GPR35 GSTM3 GUSB HELLPAR HEY2 HFE HLA-B HLA-DPA1 HLA-DPB1 HLA-DRB1 HMOX1 HRAS IFIH1 IFNGR1 IKZF1 IL10 IL12A IL12A-AS1 IL23R IL6 IPO8 IRAK1 IRF4 ITK KCNN4 KEAP1 KIF11 KLRC4 LACC1 LAMA3 LAMB3 LAMC2 LOX LTBP1 LYST LZTR1 MAP2K1 MAT2A MDFIC MEFV MFAP5 MIF MST1 MTO1 MYD88 MYH11 MYLK NAB2 NOD2 NR1H4 P4HA2 PIEZO1 PKHD1 PLVAP PRG4 PRKAG2 PRKG1 PRSS1 PRSS2 PRTN3 PTPN11 PTPN22 RASA1 RIT1 SAT1 SCARB2 SCN4A SEMA4D SERPINA1 SERPINF2 SFTPB SFTPC SLC11A1 SLC25A24 SLC26A9 SLC31A1 SLC34A2 SLC6A14 SLC9A3 SMAD2 SMAD3 SMAD4 SOX18 SPINK1 SPP1 STAT4 STAT6 STX1A TAPT1 TCF4 TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 THSD4 TLR4 TNFRSF1A TNFRSF1B TREX1 TSC1 TSC2 TXNDC15 UBAC2 USP18 VPS51 WARS2 ZNFX1 HP_ABNORMAL_PONS_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PONS_MORPHOLOGY ADGRG1 AGTPBP1 AHCY AHI1 ALG3 AMPD2 APC2 ARHGEF2 ARL3 ASNS ATXN2 ATXN8OS B3GALNT2 BRF1 CASK CCDC88C CDON CEP290 CLCN3 CLTC CSPP1 DAG1 DCC DISP1 DLL1 DOCK7 DPM1 EPG5 EXOSC1 EXOSC3 EXOSC8 EXOSC9 FA2H FGF8 FKRP FLI1 FOXH1 GALC GAS1 GLI2 GMPPB GPHN IDH1 INPP5E KIAA0586 LAMA1 LAMA2 LARGE1 MAB21L1 MACF1 MARS2 MDH1 MED23 MINPP1 NODAL NPHP1 PCLO PI4KA PIGA PIGS PLK4 PMM2 POGZ POMGNT1 POMK POMT1 POMT2 PPIL1 PPP2R1A PRDM13 PTCH1 PTEN RELN RERE ROBO1 ROBO3 RORA RTTN SACS SEPSECS SETD2 SETX SHH SIX3 SLC25A46 SLC5A6 SMARCA2 SNX14 STIL STUB1 TBC1D23 TDGF1 TGIF1 TMEM216 TMEM67 TOE1 TRAPPC12 TSEN15 TSEN2 TSEN34 TSEN54 TUBA1A TUBB2B TUBB3 UBE2A VPS4A VPS51 VRK1 WNT1 ZIC1 ZIC2 HP_ABNORMAL_PORTAL_VENOUS_SYSTEM_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PORTAL_VENOUS_SYSTEM_MORPHOLOGY CTNNB1 JAK2 KCNN4 KIF20A MET MPL NOTCH1 PIEZO1 PIGM RECQL4 SERPINC1 SLC4A1 TET2 HP_ABNORMAL_POSTERIOR_EYE_SEGMENT_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_POSTERIOR_EYE_SEGMENT_MORPHOLOGY AAAS AARS1 ABCA4 ABCB6 ABCC6 ABCC8 ABCG5 ABCG8 ABHD12 ACADS ACBD5 ACD ACER3 ACO2 ACOX1 ACTA2 ACTB ACTG1 ACTL6B ACVRL1 ADA2 ADAM22 ADAM9 ADAMTS18 ADAMTSL1 ADAMTSL4 ADAR ADGRV1 AFF4 AFG3L2 AGBL5 AGTPBP1 AGXT AHI1 AHR AIFM1 AIPL1 AIRE AKT1 AKT3 ALDH1A2 ALDH1A3 ALDH3A2 ALDH6A1 ALG12 ALG13 ALG3 ALG6 ALG8 ALMS1 ALPK1 AMACR AMPD2 ANK1 ANKRD11 ANO10 ANTXR1 AP1S2 AP3B1 AP3B2 AP3D1 AP4M1 AP5Z1 APC APOB APOC2 APOE APPL1 ARHGEF18 ARHGEF2 ARL13B ARL2 ARL2BP ARL3 ARL6 ARL6IP6 ARMC9 ARNT2 ARSA ARSG ARSK ARSL ARV1 ARVCF ARX ASAH1 ASB10 ASNS ASPA ASXL1 ATAD3A ATCAY ATF6 ATG7 ATIC ATN1 ATOH7 ATP1A2 ATP1A3 ATP2B2 ATP5F1A ATP5F1D ATP5F1E ATP5MK ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 ATPAF1 ATPAF2 ATRX ATXN1 ATXN2 ATXN7 AUH B3GALNT2 B3GALT6 B3GLCT B4GAT1 B9D1 B9D2 BANK1 BAP1 BAZ1B BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCAP31 BCL11A BCL7B BCOR BCS1L BEST1 BLK BLM BLOC1S3 BLOC1S5 BLOC1S6 BMP4 BOLA3 BRAF BRAT1 BTD BUD23 C12orf57 C19orf12 C1QTNF5 C2CD3 C4A C4B C9 CA2 CA4 CABP4 CACNA1A CACNA1B CACNA1C CACNA1F CACNA2D1 CACNA2D4 CAPN5 CARS1 CASK CASR CASZ1 CAV1 CBS CC2D2A CCDC103 CCDC22 CCDC28B CCDC39 CCDC40 CCDC65 CCDC88A CCM2 CCND1 CCNO CCNQ CCR1 CDC42 CDC42BPB CDH11 CDH23 CDH3 CDHR1 CDK19 CDK4 CDKN2A CDKN2B CDON CEL CELF2 CENPF CEP120 CEP164 CEP19 CEP290 CEP41 CEP78 CEP83 CEP85L CERKL CFAP221 CFAP298 CFAP300 CFAP410 CFAP418 CFAP74 CFH CFHR1 CFHR3 CFI CHD7 CHEK2 CHM CHN1 CHRDL1 CHST14 CHST6 CHSY1 CIB2 CISD2 CKAP2L CLCC1 CLCN2 CLCN3 CLCN7 CLCNKB CLDN11 CLDN19 CLEC3B CLIP2 CLN3 CLN5 CLN6 CLN8 CLP1 CLRN1 CLTC CNGA1 CNGA3 CNGB1 CNGB3 CNKSR2 CNNM4 CNOT3 COA8 COG1 COG6 COL11A1 COL11A2 COL18A1 COL25A1 COL2A1 COL4A1 COL8A2 COL9A1 COL9A2 COL9A3 COMT COQ2 COX15 COX7B COX8A CP CPAMD8 CPLANE1 CPLX1 CPSF3 CR2 CRB1 CREBBP CRLS1 CRPPA CRX CRYAB CSF1R CSPP1 CST3 CTBP1 CTC1 CTLA4 CTNNA1 CTNNA2 CTNNB1 CTNS CTSA CTSD CWC27 CYFIP2 CYP1B1 CYP27A1 CYP4V2 CYP7B1 CYSLTR2 DACT1 DAG1 DALRD3 DARS1 DARS2 DCT DDB2 DDHD2 DDR2 DDX11 DDX59 DEAF1 DENND5A DGCR2 DGCR6 DGCR8 DGUOK DHCR7 DHDDS DHX16 DHX38 DIAPH1 DKC1 DLAT DLK1 DLST DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAJC19 DNAJC21 DNAJC30 DNAL1 DNASE1 DNM1 DNM1L DNM2 DNMT1 DNMT3A DNMT3B DOCK6 DPAGT1 DPM1 DPM2 DPP6 DPYD DPYSL5 DRAM2 DRC1 DSE DST DTNBP1 DUX4 DUX4L1 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYRK1A EBP EDN3 EDNRB EEF1A2 EFEMP1 EIF2B1 EIF2B2 EIF2B4 EIF4H ELMO2 ELN ELOVL1 ELOVL4 ELP1 ELP4 EMC1 ENG ENPP1 EPAS1 EPCAM EPG5 EPHA2 EPRS1 ERAP1 ERBB3 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ERF ESPN ESS2 ETHE1 ETS1 EXOC2 EXOC8 EXOSC2 EXOSC3 EXOSC5 EXOSC8 EXOSC9 EYS F12 FA2H FAM111A FAM161A FANCB FANCI FAS FBLN1 FBLN5 FBN1 FBN2 FBXO28 FCGR2B FCGR3B FCSK FDFT1 FDX2 FDXR FGF12 FGF13 FGF3 FGFR1 FGFR2 FGFR3 FH FIBP FKBP6 FKRP FKTN FLCN FLII FLNB FLRT1 FLVCR1 FOXA2 FOXC1 FOXE3 FOXJ1 FOXRED1 FRG1 FRMPD4 FSCN2 FUCA1 FXN FZD4 FZR1 G6PC1 GABBR2 GABRA2 GABRA5 GABRB2 GABRD GABRG2 GALC GALNT3 GAS2L2 GAS8 GATA2 GATA3 GATAD2B GBA1 GCDH GCK GDF2 GDF3 GDF6 GEMIN4 GFM2 GFPT1 GGCX GJA1 GJC2 GLA GLB1 GLI2 GLRX5 GLYCTK GM2A GMPPA GMPPB GNA11 GNAQ GNAT1 GNAT2 GNB3 GNB5 GNPAT GNPTAB GP1BA GP1BB GPAA1 GPIHBP1 GPR143 GPR161 GPR179 GRHL2 GRIA4 GRID2 GRIN2D GRK1 GRM6 GRN GSS GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GTPBP2 GUCA1A GUCA1B GUCY2D GZF1 HACE1 HADH HADHA HADHB HARS1 HBB HBG1 HBG2 HCCS HCN1 HESX1 HEXA HEXB HGSNAT HHAT HID1 HIKESHI HIRA HK1 HKDC1 HLA-A HLA-B HLA-DPA1 HLA-DPB1 HLA-DRB1 HMCN1 HMGB3 HMX1 HNF1A HNF4A HNRNPH1 HNRNPK HNRNPU HPS1 HPS4 HPS5 HPS6 HSD11B2 HSD17B10 HSPD1 HSPG2 HTRA1 HUWE1 HYDIN IBA57 IDH3A IDH3B IDS IDUA IER3IP1 IFNG IFNGR1 IFT122 IFT140 IFT172 IFT27 IFT43 IFT52 IFT74 IFT80 IFT88 IGBP1 IGFBP7 IGHG1 IKBKG IL10 IL11RA IL12A IL12A-AS1 IL12B IL23R IMPDH1 IMPG1 IMPG2 INPP5E INPP5K INS INSR INTS1 INTS8 INVS IPO8 IQCB1 IQSEC2 IRAK1 IRF5 ISCA1 ISCA2 ITGAM ITM2B IVNS1ABP JAG1 JAM3 JAZF1 JMJD1C KANSL1 KAT6A KATNB1 KCNA2 KCNAB2 KCNB1 KCNC3 KCNJ11 KCNJ13 KCNK4 KCNV2 KCTD7 KIAA0319L KIAA0586 KIAA0753 KIAA1549 KIDINS220 KIF11 KIF14 KIF1A KIF1B KIF21A KIF3B KIF5A KIF7 KIZ KLC2 KLF1 KLF11 KLHL7 KLRC4 KMT2D KNSTRN KRAS KRIT1 KRT25 KRT71 KRT74 L2HGDH LAMA1 LAMB1 LAMB2 LARGE1 LCA5 LCK LDLR LDLRAP1 LETM1 LHX3 LHX4 LIG3 LIMK1 LIPH LMNA LOXL1 LOXL3 LPAR6 LPL LRAT LRIT3 LRP2 LRP4 LRP5 LRRC32 LRRC56 LTBP2 LUZP1 LYRM7 LYST LZTFL1 MAB21L1 MACF1 MAF MAFB MAG MAGEL2 MAK MAN2B1 MAN2C1 MAP2K1 MAP2K2 MAPKAPK3 MAPKAPK5 MAPRE2 MAX MBTPS2 MC1R MCIDAS MCOLN1 MDH2 MECP2 MECR MED12 MEF2C MEFV MEG3 MERTK METTL27 MFF MFN2 MFRP MFSD8 MGMT MGP MIA3 MICOS13 MICU1 MID2 MINPP1 MIR204 MITF MKKS MKS1 MLX MLXIPL MMACHC MMP14 MMP19 MMP2 MMP23B MMUT MOGS MORC2 MPDU1 MPDZ MPLKIP MRPS34 MSRB3 MSTO1 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MT-RNR1 MT-TE MT-TF MT-TH MT-TK MT-TL1 MT-TN MT-TP MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTFMT MTHFR MTO1 MTOR MTPAP MTRFR MTSS2 MTTP MUTYH MVK MYD88 MYO5A MYO6 MYO7A MYOC NAA10 NADK2 NAGA NALCN NARS2 NBAS NBN NCAPG2 NCF1 NDE1 NDP NDUFA1 NDUFA11 NDUFA13 NDUFA6 NDUFA9 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB9 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NECAP1 NEDD4L NEFL NEK1 NEK10 NEK2 NEK8 NELFA NEU1 NEUROD1 NF1 NF2 NFIX NGLY1 NHS NIPBL NLRP3 NME5 NME8 NMNAT1 NOD2 NOTCH2NLC NOTCH3 NPHP1 NPHP3 NPHP4 NR2E3 NR2F1 NR3C1 NRCAM NRL NSD2 NSMCE2 NT5C2 NTRK2 NUBPL NUP54 NUP62 NUS1 NYX OAT OCA2 OCRL ODAD1 ODAD2 ODAD3 ODAD4 OFD1 OGDHL OPA1 OPA3 OPN1LW OPN1MW OPN1SW OSTM1 OTUD5 OTX2 OVOL2 P3H2 P4HA2 P4HTM PACS2 PAK2 PANK2 PARS2 PAX2 PAX3 PAX4 PAX6 PCARE PCDH15 PCK1 PCLO PCNA PCSK9 PCYT1A PCYT2 PDCD1 PDCD10 PDE6A PDE6B PDE6C PDE6D PDE6G PDE6H PDGFB PDGFRB PDHX PDPN PDSS1 PDX1 PDXK PDZD7 PEPD PERCC1 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PGAP1 PGK1 PHOX2A PHYH PI4KA PIBF1 PIEZO2 PIGB PIGG PIGL PIGU PIK3CA PIK3CD PISD PITPNM3 PLA2G5 PLA2G6 PLAA PLEKHM1 PLK4 PLOD1 PLP1 PLXNA1 PMM2 PMPCB PNPLA6 POC1B POGZ POLG POLG2 POLR3A POLR3B POLR3K POMGNT1 POMGNT2 POMK POMT1 POMT2 PORCN POT1 POU1F1 POU3F4 PPP1CB PPP1R21 PPP2R1A PPP2R3C PPP3CA PPT1 PRCD PRDM16 PRDM5 PRDX1 PRF1 PRICKLE3 PRKAR1A PRKCZ PRMT7 PROC PROKR2 PROM1 PROP1 PRORP PROS1 PRPF3 PRPF31 PRPF4 PRPF6 PRPF8 PRPH2 PRPS1 PRR12 PRSS56 PRTN3 PRUNE1 PSAP PSMD12 PTCD3 PTCH1 PTEN PTF1A PTPN22 PTPN23 PUF60 PUS1 PXK RAB11B RAB18 RAB23 RAB28 RAB3GAP1 RAB3GAP2 RAI1 RAX RAX2 RB1 RBL2 RBM10 RBP3 RBP4 RCBTB1 RD3 RDH11 RDH12 RDH5 RECQL4 REEP6 RELN RERE RET RFC1 RFC2 RFX7 RGR RGS9 RGS9BP RHO RHOA RIMS1 RIMS2 RLBP1 RMRP RNASEH1 RNF113A RNF135 RNF170 RNF216 RNU4ATAC RNU7-1 ROBO1 ROM1 RP1 RP1L1 RP2 RP9 RPE65 RPGR RPGRIP1 RPGRIP1L RPIA RPL10 RPS6KA3 RREB1 RRM2B RS1 RSPH1 RSPH3 RSPH4A RSPH9 RSPO2 RTL1 RTN4IP1 RTTN RXYLT1 SACS SAG SALL1 SALL2 SALL4 SAR1B SARDH SBDS SBF2 SCAPER SCLT1 SCN3A SCN8A SCYL1 SCYL2 SDCCAG8 SDHA SDHAF1 SDHAF2 SDHB SDHC SDHD SEC23A SEC24C SEC31A SELENOI SEMA3E SEMA4A SERAC1 SERPINC1 SETD2 SF3B1 SH2B1 SH3BP2 SH3TC2 SHH SIL1 SIM1 SIX3 SIX6 SKI SLC12A6 SLC13A5 SLC19A2 SLC1A2 SLC24A1 SLC24A5 SLC25A11 SLC25A15 SLC25A19 SLC25A46 SLC29A3 SLC30A9 SLC35A2 SLC37A4 SLC38A3 SLC38A8 SLC39A14 SLC44A1 SLC45A2 SLC4A2 SLC52A2 SLC6A6 SLC6A9 SLC7A14 SMAD4 SMARCB1 SMARCE1 SMC5 SMCHD1 SMG8 SMO SMOC1 SMPD1 SNAP29 SNRNP200 SNX10 SON SOST SOX10 SOX2 SOX3 SOX5 SP7 SPAG1 SPATA7 SPEF2 SPEN SPG11 SPG7 SPINT2 SPOP SPP1 SPTBN1 SRD5A3 SSBP1 ST3GAL5 STAG2 STAMBP STAT3 STAT4 STK36 STN1 STT3B STUB1 STX1A STX3 SUFU SUMF1 SURF1 SYCE1 SYNE1 SYNGAP1 SYNJ1 SZT2 TACO1 TAF2 TANGO2 TARS1 TASP1 TBC1D20 TBC1D24 TBC1D2B TBC1D7 TBCD TBCE TBL2 TBX1 TBX22 TCIRG1 TCTN1 TCTN2 TCTN3 TEAD1 TEK TELO2 TENM3 TERC TERF2IP TERT TFAP2A TFG TGFB1 THG1L THSD1 TIMM50 TIMM8A TIMMDC1 TIMP3 TINF2 TK2 TLCD3B TLR4 TLR7 TMCO1 TMEM106B TMEM107 TMEM126A TMEM126B TMEM127 TMEM138 TMEM216 TMEM218 TMEM222 TMEM231 TMEM237 TMEM270 TMEM53 TMEM63A TMEM67 TMEM98 TMTC3 TNFAIP3 TNFRSF11A TNFRSF11B TNFSF11 TNFSF4 TNIP1 TOE1 TOPORS TOR1A TP53 TPI1 TPP1 TRAF3IP1 TRAF7 TRAK1 TRAPPC11 TRAPPC12 TRAPPC2 TRAPPC9 TREX1 TRIM32 TRIM37 TRIM44 TRIP13 TRIT1 TRNT1 TRPM1 TRPM3 TRRAP TSC1 TSC2 TSEN54 TSFM TSPAN12 TTC12 TTC21B TTC8 TTLL5 TTPA TTR TUB TUBA1A TUBA8 TUBB TUBB2B TUBB3 TUBB4A TUBB4B TUBGCP2 TUBGCP4 TUBGCP6 TULP1 TWIST1 TWNK TXN2 TXNDC15 TYR TYRP1 UBA5 UBAC2 UBE2L3 UBE3B UBE4B UCHL1 UFD1 UGP2 UNC119 UQCRFS1 USH1C USH1G USH2A USP45 USP48 USP8 VCAN VHL VPS11 VPS13B VPS33A VPS35L VPS37D VPS41 VPS4A VPS53 VRK1 VSX1 WAC WARS2 WASHC5 WDPCP WDR11 WDR19 WDR4 WDR45 WDR73 WFS1 WHRN WNT3 WRN WT1 WWOX XPA XPC XRCC4 XYLT1 XYLT2 YAP1 YARS1 YME1L1 YWHAG ZEB1 ZEB2 ZFYVE26 ZIC1 ZMYND10 ZNF408 ZNF423 ZNF469 ZNF513 ZNF592 ZNF668 ZNHIT3 ZPR1 ZSWIM6 HP_ABNORMAL_POSTERIOR_PITUITARY_MORPHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_POSTERIOR_PITUITARY_MORPHOGENESIS ADGRG1 AKT1 BAP1 CDON DYRK1A ERF FOXA2 GLI2 GPR161 HESX1 KIAA0753 LHX3 LHX4 MTHFR NF2 OTX2 PDGFB PI4KA PIK3CA POU1F1 PROKR2 PROP1 PUF60 ROBO1 SMARCB1 SMARCE1 SMO SOX3 SRPX2 SUFU TBX3 TERT TRAF7 VANGL2 WDR11 HP_ABNORMAL_POSTERIOR_SEGMENT_IMAGING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_POSTERIOR_SEGMENT_IMAGING AIRE ARL6 ARSG ATF6 BBS1 CCDC28B CFAP418 CFH CFI CLCC1 CLEC3B CNGA3 CNGB3 CWC27 EFEMP1 GNAT2 GUCA1A GUCY2D HLA-A IDH3A IFT172 KIAA1549 KIF3B KIZ KLHL7 MFSD8 PDE6C PDE6H PMM2 POMGNT1 PROM1 PRPF31 PRPF8 PRPH2 RAX2 RLBP1 RP1L1 RPGR SELENOI SLC24A5 SLC6A6 TIMP3 TLCD3B TRNT1 TTLL5 HP_ABNORMAL_POSTURING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_POSTURING ABCD4 AOPEP EPG5 PANK2 PRNP TIMM8A TOR1A HP_ABNORMAL_PREIMPLANTATION_EMBRYONIC_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PREIMPLANTATION_EMBRYONIC_DEVELOPMENT BTG4 FBXO43 IQCN REC114 TRIP13 ZFP36L2 HP_ABNORMAL_PREPUTIUM_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PREPUTIUM_MORPHOLOGY APC2 AR BRCA1 BRCA2 BRIP1 CENPT CTCF DKC1 ERCC4 ERMARD FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FERMT1 MAD2L2 MAMLD1 NSD1 PALB2 PQBP1 RAD51 RAD51C RFWD3 SETD2 SIN3A SLX4 UBE2T XRCC2 HP_ABNORMAL_PROLACTIN_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PROLACTIN_LEVEL AKT1 BAP1 DBH FOXA2 GCNA GLI2 GLI3 GNAS HESX1 IGSF1 LHX3 LHX4 NF2 OTX2 PDGFB PIK3CA POU1F1 PROP1 RBM28 SMARCB1 SMARCE1 SMO SOX3 SUFU TAF4B TERT TRAF7 TRHR ZMYND15 HP_ABNORMAL_PROPORTION_OF_CD4_POSITIVE_T_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PROPORTION_OF_CD4_POSITIVE_T_CELLS ATM ATP6AP2 BCL11B BLM CARD9 CASP10 CD4 CIITA DEF6 DIAPH1 DOCK8 EPG5 EXTL3 FAS FASLG HLA-DPB1 IKBKB IL2RG IL7R ITK IVNS1ABP KNSTRN LAT LCK LCP2 LEP LEPR MAGT1 MYC NSMCE3 OTULIN PGM3 PIK3CD PIK3R1 PRKCD RASGRP1 RFX5 RFXANK RFXAP SASH3 SMARCAL1 TOM1 UNC119 WAS HP_ABNORMAL_PROPORTION_OF_CD8_POSITIVE_T_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PROPORTION_OF_CD8_POSITIVE_T_CELLS BLM CARD9 CASP10 CD3G CD8A EXTL3 FAS FASLG IKBKB IL2RG IL7R NSMCE3 PGM3 PIK3CG PRKCD RASGRP1 SASH3 TCF3 WAS WIPF1 ZAP70 HP_ABNORMAL_PROPORTION_OF_DOUBLE_NEGATIVE_ALPHA_BETA_REGULATORY_T_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PROPORTION_OF_DOUBLE_NEGATIVE_ALPHA_BETA_REGULATORY_T_CELL CASP10 FAS FASLG FOXP3 PIK3CG PRKCD RASGRP1 HP_ABNORMAL_PROPORTION_OF_MEMORY_T_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PROPORTION_OF_MEMORY_T_CELLS BCL10 NCKAP1L PIK3CG SASH3 TCF3 HP_ABNORMAL_PROPORTION_OF_NAIVE_T_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PROPORTION_OF_NAIVE_T_CELLS BCL11B IL2RG PIK3R1 SASH3 SMARCAL1 SYK HP_ABNORMAL_PROSODY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PROSODY ADAMTSL2 AR ARID1B BLM BRD4 BSCL2 CHRNB1 CTNND2 CWF19L1 DNAJC13 EED EIF4G1 ERCC4 EZH2 FAM111A FBXO7 FMR1 FOXP2 GBA1 GHR GIGYF2 GRB10 GRIN2A HDAC8 HSPG2 IGF1R ITPA LMNA LRRK2 MAPT MDM2 MED12 MFN2 MORC2 MT-ATP6 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TK MT-TL1 MT-TV MT-TW MTX2 MYH7 NBAS NIPBL NSD1 ORC4 P4HB PCNT POC1A POLD1 PPP1R15B RAD21 RBBP8 RIN2 SEC24D SELENON SEMA5A SERPINH1 SMARCAL1 SMC1A SMC3 SNCA SRCAP SRPX2 STAT5B SUZ12 SYT2 TRIM37 TRMT10A TRPS1 TTN VPS35 WRN XRCC4 ZMPSTE24 HP_ABNORMAL_PROSTATE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PROSTATE_MORPHOLOGY AAGAB APC AR BARD1 BMPR1A BRCA1 BRCA2 BRIP1 BTK CDH1 CDKN2A CHEK2 COL14A1 CTLA4 EPHB2 FOXE1 GREM1 HGD HLA-DPA1 HLA-DPB1 KLF6 MAD1L1 MDM2 MRE11 MXI1 NAB2 NBN NTHL1 PALB2 PHF6 PRTN3 PTEN PTPN22 RAD50 RAD51 RAD51C RAD51D RNASEL RNF43 STAT6 TP53 ZFHX3 HP_ABNORMAL_PROTEIN_GLYCOSYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PROTEIN_GLYCOSYLATION ALG1 ALG11 ALG12 ALG13 ALG2 ALG3 ALG6 ALG8 ATP6AP1 ATP6AP2 ATP6V0A2 ATP6V1A ATP6V1E1 B4GALT1 CAMLG COG1 COG4 COG5 COG6 COG7 COG8 DDOST DOLK DPAGT1 DPM1 DPM2 DPM3 EDEM3 GALNT2 GET4 GORAB MAGT1 MAN1B1 MGAT2 MPDU1 MPI PGM1 PGM2L1 PMM2 RFT1 SLC35A2 SLC37A4 SLC39A8 SRD5A3 SSR4 TMEM199 HP_ABNORMAL_PROTEIN_O_LINKED_GLYCOSYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PROTEIN_O_LINKED_GLYCOSYLATION ATP6AP1 COG4 DPM2 DPM3 GALNT2 SLC35A2 SLC37A4 TMEM199 HP_ABNORMAL_PROXIMAL_PHALANX_MORPHOLOGY_OF_THE_HAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PROXIMAL_PHALANX_MORPHOLOGY_OF_THE_HAND BHLHA9 BMPR1B CDKL5 CHSY1 COL10A1 COL2A1 CREBBP EP300 FANCD2 FGFR3 FIG4 FLNB GDF5 GNAS IHH KIF15 KIF22 LMBR1 MTOR NOG NPR3 RAB23 ROR2 SHH TRIO TRPS1 VAC14 XRCC2 HP_ABNORMAL_PR_INTERVAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PR_INTERVAL CACNA1S CLCNKB DOHH DSG2 GAA GABRA3 GNB2 GNB5 GPD1L KCNA5 KCNJ18 MT-CYB MTFMT NKX2-5 PRKAG2 SCN2B SCN5A SLC12A3 TLL1 TRPM4 HP_ABNORMAL_PUBIC_BONE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PUBIC_BONE_MORPHOLOGY ABCC9 ATP7A BMP1 CAV1 CBFB CCDC8 CCN2 CCR6 COL11A2 COL2A1 CPLX1 CTBP1 CUL7 DYM FGFR2 FIG4 FLNA FRAS1 FREM2 GJB2 GJB6 GRIP1 GSC HLA-DRB1 HNRNPR HSPG2 INPPL1 INTU IRF5 KAT6B KIAA0319L LETM1 MATN3 NELFA NKX3-2 NSD2 OBSL1 PIGG RNU4ATAC RUNX2 SETBP1 SIK3 SMAD4 TBX15 WNT7A HP_ABNORMAL_PULMONARY_ALVEOLAR_SYSTEM_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PULMONARY_ALVEOLAR_SYSTEM_MORPHOLOGY FOXF1 GUF1 SFTPC SLC34A2 STRA6 HP_ABNORMAL_PULMONARY_INTERSTITIAL_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PULMONARY_INTERSTITIAL_MORPHOLOGY ABCA3 AGR2 AP3B1 AP3D1 ASAH1 ATP11A BACH2 BMP15 BMPR2 BNC1 BTK BTNL2 CASP10 CAV1 CCDC103 CCDC39 CCDC40 CCDC65 CCN2 CCNO CCR6 CFAP221 CFAP298 CFAP300 CFAP74 COL3A1 COPA CSF2RA CSF2RB CTC1 CTLA4 CYBC1 DKC1 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAJB4 DNAL1 DOCK2 DPP9 DRC1 DSP EHHADH EIF2AK4 ERF FAM111B FAM13A FARSA FARSB FAS FASLG FOXJ1 FOXP3 FSHR GAS2L2 GAS8 GATM GBA1 HCK HLA-B HLA-DPA1 HLA-DPB1 HLA-DRB1 HPS1 HPS4 HPS6 HYDIN IL1RN IL2RA IL2RB IRF5 ITGA3 KIAA0319L LRRC56 MARS1 MCIDAS MRPS22 MSH4 MUC5B NAF1 NDUFAF6 NEK10 NHLRC2 NHP2 NKX2-1 NME5 NME8 NOP10 NPC2 NR5A1 NSMCE3 NUP107 ODAD1 ODAD2 ODAD3 ODAD4 OFD1 PAK2 PARN PIK3CG PLCG2 PLEC POLR3H PRKCD PRTN3 PSMC3IP PTPN22 RAC2 RAG1 RASGRP1 RCBTB1 RNF168 RPA1 RPGR RSPH1 RSPH3 RSPH4A RSPH9 RTEL1 SCARB2 SFTPA1 SFTPA2 SFTPB SFTPC SLC34A1 SLC34A2 SMPD1 SP110 SPAG1 SPEF2 SPIDR STAT3 STAT5B STING1 STK36 STN1 STXBP2 TERC TERT THOC2 TINF2 TOM1 TP53 TTC12 UNC119 ZCCHC8 ZMYND10 ZNFX1 ZSWIM7 HP_ABNORMAL_PULMONARY_THORACIC_IMAGING_FINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PULMONARY_THORACIC_IMAGING_FINDING ABCA3 AGR2 APOE ARVCF ASAH1 ATP11A B2M B3GALT6 BACH2 BCL10 BCL11A BIRC3 BMPR2 BTNL2 C1QB C4A CASP10 CAV1 CCDC103 CCDC39 CCDC40 CCDC65 CCN2 CCNO CCR1 CCR6 CFAP221 CFAP298 CFAP300 CFAP74 COL3A1 COMT CSF2RA CSF2RB CTLA4 CXCR4 CYBB DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAL1 DOCK2 DPP9 DRC1 DSP EIF2AK4 ERAP1 FAM13A FAS FASLG FOXJ1 FOXP1 GAS2L2 GAS8 GBA1 GP1BB HBB HBG1 HBG2 HIRA HLA-B HLA-DPA1 HLA-DPB1 HLA-DRB1 HYDIN IFIH1 IFNGR1 IL10 IL12A IL12A-AS1 IL23R IL2RA IL6ST IRF5 JMJD1C KIF1B KLF1 KLRC4 LAMA2 LPIN2 LRRC56 LTBP4 MALT1 MCIDAS MEFV MUC5B MYD88 NEK10 NHLRC2 NKX2-1 NME5 NME8 OCRL ODAD1 ODAD2 ODAD3 ODAD4 OFD1 PARN PAX3 PDGFRA PLEC PRIM1 PRKCD PRTN3 PTPN22 RAB27A RASGRP1 RIPK4 RPGR RREB1 RSPH1 RSPH3 RSPH4A RSPH9 RTEL1 SEC24C SFTPA1 SFTPA2 SFTPB SFTPC SLC34A2 SLC41A1 SMPD1 SPAG1 SPEF2 STAT1 STAT3 STAT4 STK36 STN1 TBX1 TERC TERT TLR4 TP73 TSC1 TSC2 TTC12 UBA1 UBAC2 UFD1 ZMYND10 HP_ABNORMAL_PULMONARY_VALVE_CUSP_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PULMONARY_VALVE_CUSP_MORPHOLOGY ATRX B3GLCT DAXX TGFBR1 TGFBR2 HP_ABNORMAL_PULMONARY_VALVE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PULMONARY_VALVE_MORPHOLOGY ARHGAP31 ARVCF ATRX B3GLCT BRAF CBL CLCN7 COMT DACT1 DAXX DDX3X DLL4 DOCK6 DYRK1A EOGT FLT4 FOXF1 GP1BB HIRA IDS JMJD1C KAT5 KIF7 KRAS LZTR1 MRAS NOTCH1 NRAS NXN PIGL POLA1 POLR3A PRKAR1A PTPN11 RAF1 RASA2 RBPJ RIT1 RNF135 ROR2 RRAS RRAS2 RREB1 SALL1 SEC24C SNX10 SOS1 SOS2 SPRED2 TBX1 TCIRG1 TGFBR1 TGFBR2 TMEM70 TNFSF11 UFD1 ZEB2 ZNF699 HP_ABNORMAL_PULMONARY_VALVE_PHYSIOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PULMONARY_VALVE_PHYSIOLOGY ABCA3 ACAD8 ADA ADAMTS10 ADAMTS19 ADK AGO2 ANKS6 ARHGAP31 ARPC4 ARSB ATP11A B3GLCT B4GALT7 BAZ1B BCL7B BCOR BMP2 BPTF BRAF BUB1B BUD23 CCDC22 CCDC32 CCNQ CDC42 CHD3 CHD7 CHST3 CIC CIROP CLIP2 COL1A1 COL1A2 COL3A1 CREBBP CUL3 DCHS1 DDX3X DNAJC30 DNAL1 DPP9 DPYSL5 DSG1 DSP EFEMP2 EIF4H ELN ENPP1 EP300 FAM13A FAT4 FBN1 FBXW11 FKBP6 FKTN FLNA FLT4 FOXF1 G6PC3 GATA4 GATA6 GDF1 GNPTAB GPC3 GPC4 GTF2I GTF2IRD1 GTF2IRD2 HIVEP2 HRAS IGFBP7 INVS KANSL1 KAT6A KCNH1 KDM6A KIF20A KRAS LEMD2 LIMK1 LRP4 LTBP2 LZTR1 MAP2K1 MAP2K2 MAP3K7 METTL27 MGP MLXIPL MRAS MUC5B NCF1 NEK8 NEK9 NF1 NKX2-6 NOTCH1 NOTCH2 NRAS NRXN1 OTUD5 PARN PGAP1 PLD1 PLXND1 POLR3A PPP1CB PRDM5 PSMD12 PTPN11 RAB23 RAD21 RAF1 RFC2 RIT1 RNF135 RPL27 RTEL1 SARDH SFTPA1 SFTPA2 SFTPC SGO1 SHOC2 SKIC3 SLC29A3 SMAD2 SMAD3 SMAD6 SMARCA4 SMC3 SMC5 SOS1 SOS2 SPRED1 SPRED2 STN1 STRA6 STX1A TAB2 TBCK TBL2 TBX2 TERC TERT TMEM270 TRAF7 VPS35L VPS37D WAC WASHC5 WNT4 ZEB2 ZIC3 ZNF341 ZNF469 ZNF699 HP_ABNORMAL_PULSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PULSE ABCC6 ENPP1 RASA1 XYLT1 XYLT2 HP_ABNORMAL_PUPILLARY_FUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PUPILLARY_FUNCTION ACTA2 AIMP1 ATF6 ATP1A2 ATP1A3 BAP1 CACNA1A CHRDL1 CHRM3 CHRNA3 CNGA3 CNGB3 COL18A1 COL25A1 COLQ CYSLTR2 DDC DNMBP ERCC6 GALC GNA11 GNAQ GNAT2 GNB2 HHAT KIF1B KIF21A LAMB2 LCA5 LOXL1 LRAT MPZ MYH11 MYL9 NOTCH2NLC ORAI1 OSTM1 PDE6C PDE6H PEX10 PEX7 PHOX2A PHYH PMP22 PRNP PRORP PRPS1 PSAP RAB18 RPE65 RPGR SF3B1 SH3TC2 SIX6 SLC1A3 SPATA7 STIM1 TMEM53 TUBA1A TUBB2B TUBB3 TULP1 ZFHX4 HP_ABNORMAL_PUPILLARY_LIGHT_REFLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PUPILLARY_LIGHT_REFLEX AIMP1 ATF6 CHRM3 CHRNA3 CNGA3 CNGB3 COL18A1 COL25A1 COLQ GALC GNAT2 KIF21A LAMB2 LCA5 LRAT MPZ PDE6C PDE6H PHOX2A PMP22 PRPS1 PSAP RPE65 RPGR SH3TC2 SPATA7 TUBA1A TUBB2B TUBB3 TULP1 HP_ABNORMAL_PUPIL_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PUPIL_MORPHOLOGY AAAS ADAMTSL4 AP3D1 ARL6IP6 ATOH7 CHN1 COL18A1 COL25A1 COL3A1 COL4A1 COL8A2 CPAMD8 CPLX1 CTBP1 DDX6 ELP1 FBN1 FGFRL1 FOXC1 FZD4 GFAP GJA1 GMPPA GNA11 GPR143 GRHL2 HRAS KCTD1 KIF21A KRT25 KRT71 KRT74 LAMB2 LETM1 LIPH LOXL1 LPAR6 MAB21L2 MAFB MPZ NDP NSD2 OCRL OVOL2 PAX6 PCYT1A PHOX2A PHOX2B PIK3R1 PITX2 PMP22 POMT2 PTEN RB1 RBP4 RHOA SALL4 SH3TC2 SIN3A STIM1 TBX2 TINF2 TMEM67 TONSL TRPM3 TUBA1A TUBB2B TUBB3 VSX1 WT1 ZEB1 ZEB2 HP_ABNORMAL_PUTAMEN_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PUTAMEN_MORPHOLOGY FTL GCDH RANBP2 TUBB3 VPS13A HP_ABNORMAL_PYRAMIDAL_SIGN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_PYRAMIDAL_SIGN AAAS AARS1 AARS2 ABCB7 ABCD1 ABHD12 ABHD16A ACADS ACOX1 ADAR ADD3 ADGRG1 ADPRS AFG3L2 AIFM1 AIMP1 ALDH18A1 ALDH3A2 ALG13 ALS2 AMPD2 ANO10 ANXA11 AP2M1 AP4B1 AP4E1 AP4M1 AP4S1 APOE ARSA ARX ASPA ATG5 ATL1 ATP13A2 ATP1A2 ATP1A3 ATP2B3 ATP6AP2 ATP7A ATXN1 ATXN10 ATXN2 ATXN3 ATXN7 ATXN8OS B4GALNT1 BCAP31 BCAT2 BICD2 BMPR1A BRAT1 BSCL2 C19orf12 C4A CACNA1A CACNA1G CAMSAP1 CAMTA1 CAPN1 CARS1 CAV1 CCR1 CCT5 CHCHD10 CHD2 CHMP2B CHP1 CLDN11 CLPB CNP CNTNAP1 COA8 COL4A1 COQ2 COQ8A COX20 CPT1C CTC1 CTDP1 CTSF CWF19L1 CYP27A1 CYP2U1 CYP7B1 DARS1 DARS2 DDC DDHD1 DDHD2 DEGS1 DKK1 DLAT DMXL2 DNAJC3 DNAJC6 DNM1L DNMT1 DPM3 DPYS DSTYK DTYMK EARS2 EEF2 EIF2AK2 EIF2S3 ELOVL1 ELOVL4 EPCAM EPRS1 ERAP1 ERCC2 ERCC3 ERCC6 ERLIN1 ERLIN2 ETHE1 FA2H FAN1 FAR1 FARS2 FAS FBXO7 FGF13 FKRP FTL FUCA1 FUS FXN GALC GAN GBA2 GBE1 GCH1 GFAP GFM2 GJB1 GJC2 GLRX5 GM2A GMPPB GPT2 GRIA3 GRID2 GRM1 GTF2E2 GTF2H5 HADHA HADHB HEXB HLA-B HPDL HSPD1 HTRA1 HTT HYCC1 IBA57 IDUA IFIH1 IFNGR1 IL10 IL12A IL12A-AS1 IL23R IMPDH2 IREB2 IRF2BPL IRF4 JAM2 KARS1 KCNA1 KCNA4 KCNC3 KDM5C KIF1A KIF1C KIF5A KLC2 KLRC4 KMT2B KPNA3 KRAS KY L2HGDH LARGE1 LETM1 LIG3 LMNB1 LSM11 LYRM7 MAG MAN2B1 MAPT MCOLN1 MDH2 MECP2 MECR MEFV MFN2 MLH1 MLH3 MORC2 MPLKIP MPZ MSH2 MSH6 MT-ATP6 MT-TE MTFMT MTPAP MTRFR MTTP MYORG NAGA NALCN NDE1 NDUFA13 NDUFA4 NDUFS1 NDUFS2 NDUFS4 NDUFS7 NEFH NEFL NEXMIF NFASC NIPA1 NKX6-2 NOP56 NR4A2 NT5C2 NUBPL NUP54 NUP62 OPA1 OPA3 PANK2 PARS2 PCYT2 PDGFB PDGFRB PDYN PET117 PEX10 PEX16 PEX7 PGAP1 PHYH PI4KA PIGA PIGT PIK3CA PIK3R5 PLA2G6 PLAA PLP1 PMP2 PMP22 PMS1 PMS2 PNKP PNPLA6 PNPT1 PODXL POLG POLR3A POLR3B POMGNT1 POMK POMT1 POMT2 POU4F1 PPP2R2B PRICKLE1 PRKRA PRNP PRPS1 PRSS12 PSAP PSEN1 PTEN PYCR2 RARS1 REEP1 REEP2 RFC1 RNASEH1 RNASEH2A RNASEH2B RNASEH2C RNF113A RNF170 RNU7-1 RORA RPS20 RRM2B RTN2 RTTN RUSC2 SACS SAMD9L SAMHD1 SCN1A SCN1B SDHA SDHAF1 SDHB SDHD SELENOI SEMA4A SEPSECS SETX SHMT2 SIGMAR1 SLC12A5 SLC16A2 SLC19A3 SLC1A2 SLC1A3 SLC1A4 SLC20A2 SLC25A15 SLC25A46 SLC2A1 SLC2A3 SLC33A1 SLC39A14 SLC44A1 SLC6A1 SLC6A3 SLC9A7 SNCA SNORD118 SNX14 SOD1 SOX10 SPART SPAST SPG11 SPG21 SPG7 SQSTM1 STAT4 STUB1 SYNE1 SYNGAP1 SYNJ1 TACO1 TAF2 TANGO2 TARDBP TARS1 TBC1D20 TBC1D24 TBK1 TBP TFG TGFBR2 TGM6 TH THG1L TIMM8A TLR4 TMEM106B TMEM63A TMEM63C TOR1A TPP1 TREM2 TREX1 TRMT5 TSEN15 TSEN2 TSEN34 TSEN54 TSPOAP1 TTBK2 TTC19 TTPA TTR TWNK TYROBP UBAC2 UBAP1 UBTF UCHL1 UFC1 UGDH VAMP1 VAPB VCP VPS13C VPS13D VPS41 VWA3B WASHC5 WWOX ZFR ZFYVE26 ZFYVE27 HP_ABNORMAL_P_WAVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_P_WAVE EMD GJA5 NPPA SCN3B SCN5A TLL1 HP_ABNORMAL_QRS_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_QRS_COMPLEX CACNA1D GJA5 GNB2 IRX5 JUP LAMP2 PKP2 PRKAG2 SVIL TMEM43 HP_ABNORMAL_QT_INTERVAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_QT_INTERVAL ACADVL AKAP9 ALG10B ALPK3 ANK2 BPTF CACNA1C CACNA1S CACNA2D1 CACNB2 CALM1 CALM2 CALM3 CAV3 CAVIN1 CDC73 CDKN1A CDKN1B CDKN2B CDKN2C CLCNKB DNAJC19 DPAGT1 FLNC GABRA3 GMPPB GNAS GNB2 GPC3 GPC4 HADH HCN4 KCNA5 KCND3 KCNE1 KCNE2 KCNH2 KCNJ18 KCNJ2 KCNJ5 KCNQ1 MECP2 MEN1 NOS1AP PHOX2B PSMD12 RYR1 SCN10A SCN4B SCN5A SLC12A3 SLC4A3 SLC6A8 SNTA1 SRY STX16 SVIL TANGO2 TBX5 TECRL TNNI3K TNNT2 TRDN TRPM4 HP_ABNORMAL_RADIOACTIVE_IODINE_UPTAKE_TEST_RESULT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_RADIOACTIVE_IODINE_UPTAKE_TEST_RESULT DUOX2 DUOXA2 HESX1 IYD LHX3 LHX4 POU1F1 PROP1 SLC5A5 TG TPO TRHR TSHB TSHR HP_ABNORMAL_RAPID_EYE_MOVEMENT_SLEEP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_RAPID_EYE_MOVEMENT_SLEEP COQ2 CTSH DNMT1 HCRT HLA-DQB1 HLA-DRB1 MAGEL2 MEN1 MOG P2RY11 RFC1 SIM1 TNFSF4 YY1 ZNF365 HP_ABNORMAL_RECTUM_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_RECTUM_MORPHOLOGY AKT1 APC AXIN2 BAZ1B BCL7B BCOR BMPR1A BUD23 CCBE1 CCNQ CDK8 CDKN2A CEACAM3 CEACAM6 CFTR CHEK2 CLCA4 CLIP2 COL1A1 COL5A1 COL5A2 COX7B CYBA CYBB DACT1 DCTN4 DDB1 DICER1 DNAJC30 DOCK2 EDNRA EIF4H ELN ENG EPCAM FAN1 FCGR2A FKBP6 FREM1 FREM2 GCLC GREM1 GSTM3 GTF2I GTF2IRD1 GTF2IRD2 HCCS HFE HMOX1 IGHM IL10RB INSR ITGB2 JAK3 KCNN4 KEAP1 KIF7 KIT KLLN KRAS LIG4 LIMK1 LMNA LONP1 LTBP4 MDM2 METTL27 MID1 MIF MKKS MLH1 MLH3 MLXIPL MNX1 MSH2 MSH3 MSH6 MUTYH MYH11 NAA10 NCF1 NCF2 NDUFB11 NSUN2 NTHL1 OTUD5 PDE11A PDGFRA PI4KA PIGN PIGV PIK3CA PMS1 PMS2 POLD1 POLE POLR1B POLR1C POLR1D PRKAR1A PRMT7 PTEN RAC2 RAD51C RECQL4 RFC2 RNF43 RNU12 RPS20 RPS6KA3 SALL1 SALL4 SDHA SDHB SDHC SDHD SEC23B SEMA4A SERPINA1 SLC11A1 SLC26A9 SLC6A14 SLC9A3 SMAD4 SPINT2 STK11 STX1A TBL2 TCOF1 TCTN3 TGFB1 TGFBR2 TMEM270 TP53 TTC7A UBR1 USF3 VANGL1 VPS37D HP_ABNORMAL_REFLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_REFLEX AAAS AARS1 AARS2 AASS ABAT ABCA1 ABCA4 ABCB7 ABCC8 ABCC9 ABCD1 ABHD12 ABHD16A ABHD5 ACADM ACAT1 ACD ACER3 ACO2 ACOX1 ACSL4 ACTA1 ACTL6B ADAR ADCY5 ADCY6 ADGRG1 ADPRS ADSL ADSS1 AFG3L2 AGBL5 AGRN AGTPBP1 AHI1 AHR AIFM1 AIMP2 AK9 ALDH18A1 ALDH4A1 ALDH5A1 ALG1 ALG11 ALG14 ALG2 ALG3 ALG6 ALG9 ALS2 AMACR AMFR AMPD1 AMPD2 AMT ANKLE2 ANO10 ANXA11 AP1S2 AP3B2 AP4B1 AP4E1 AP4M1 AP4S1 AP5Z1 APOB APOE APTX AR ARHGEF18 ARHGEF2 ARL2BP ARL3 ARL6 ARL6IP1 ARSA ARSI ARV1 ARX ASAH1 ASCC1 ASNS ASPA ASPM ATAD1 ATG5 ATL1 ATL3 ATM ATN1 ATP11A ATP13A2 ATP1A1 ATP1A2 ATP1A3 ATP2A1 ATP2B3 ATP5MC3 ATP5MK ATP6AP2 ATP6V1A ATP6V1B2 ATP7A ATP8A2 ATP9A ATRX ATXN1 ATXN10 ATXN2 ATXN3 ATXN7 ATXN8OS AUH AUTS2 B3GALNT2 B4GALNT1 B4GAT1 BAG3 BAZ1B BBS1 BBS2 BCAS3 BCAT2 BCL7B BCS1L BEAN1 BEST1 BICD2 BIN1 BRAT1 BRCA1 BRCA2 BRIP1 BSCL2 BSND BUD23 C19orf12 C4A CA4 CA8 CACNA1A CACNA1B CACNA1E CACNA1G CACNA1S CACNA2D1 CADM3 CAMLG CAMSAP1 CAMTA1 CAPN1 CARS1 CARS2 CASK CAV1 CAV3 CC2D2A CCDC47 CCDC88A CCDC88C CCR1 CCT5 CD40LG CD59 CDC40 CDHR1 CDK19 CDK5 CDK5RAP2 CDK6 CELF2 CENPE CENPJ CEP135 CEP152 CEP63 CERKL CFAP418 CFL2 CHAT CHCHD10 CHCHD2 CHKA CHMP1A CHMP2B CHP1 CHRNA1 CHRNB1 CHRND CHRNE CIT CLCNKA CLCNKB CLDN11 CLIP2 CLN5 CLP1 CLPB CLRN1 CLTC CLTRN CNBP CNGA1 CNGB1 CNKSR2 CNP CNTN1 CNTNAP1 CNTNAP2 COA7 COASY COG4 COG5 COG7 COL12A1 COL13A1 COL25A1 COL4A1 COLQ COPB2 COQ2 COQ5 COQ8A COQ9 COX10 COX11 COX20 COX4I1 COX5A COX6A1 COX8A CPT1A CPT1C CRAT CRB1 CREBBP CRPPA CRX CRYAB CSF1R CTDP1 CTNNA2 CTSF CWF19L1 CYFIP2 CYP27A1 CYP2U1 CYP7B1 DAG1 DALRD3 DARS1 DARS2 DBH DCAF8 DCC DCTN1 DDB2 DDC DDHD1 DDHD2 DEAF1 DEGS1 DENND5A DES DGUOK DHDDS DHH DHTKD1 DHX16 DHX30 DHX38 DKC1 DKK1 DLAT DMD DNAJB2 DNAJC3 DNAJC30 DNAJC6 DNASE1L3 DNM1 DNM1L DNM2 DNMT1 DOCK3 DOK7 DPAGT1 DPM1 DPM2 DPM3 DPYD DST DSTYK DTYMK DUOX2 DUOXA2 DYM DYNC1H1 DYNC1I2 DYSF EARS2 EEF1A2 EEF2 EGR2 EIF2AK2 EIF2S3 EIF4H ELN ELOVL1 ELOVL4 ELP1 ELP2 EMC1 EMD EMILIN1 ENTPD1 EP300 ERAP1 ERBB3 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ERGIC1 ERLIN1 ERLIN2 ETHE1 EXOC8 EXOSC1 EXOSC3 EXOSC5 EXOSC8 EXOSC9 EXTL3 EYA1 EYS FA2H FAM111B FAM161A FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAR1 FARS2 FAS FASTKD2 FBLN5 FBN1 FBXO28 FBXO38 FBXO7 FDX2 FGD4 FGF12 FGF13 FHL1 FIG4 FKBP10 FKBP6 FKRP FKTN FLI1 FLII FLNC FLRT1 FLVCR1 FMR1 FRMPD4 FSCN2 FTL FUCA1 FUS FUZ FXN FXR1 FZR1 GAA GABBR2 GABRA2 GABRA3 GABRA5 GABRB2 GABRG2 GAD1 GALC GAMT GAN GARS1 GBA1 GBA2 GBE1 GBF1 GCH1 GCLC GDAP1 GDAP2 GEMIN4 GEMIN5 GFAP GFER GFM1 GFM2 GFPT1 GGT1 GIPC1 GJA1 GJB1 GJC2 GLB1 GLDC GLE1 GLRA1 GLRB GLRX5 GLUL GLYCTK GM2A GMPPA GMPPB GNAQ GNAS GNB1 GNB2 GNB4 GNE GNPTAB GNS GOLGA2 GOSR2 GPAA1 GPHN GPT2 GRIA3 GRID2 GRIN1 GRIN2A GRIN2D GRM1 GRM7 GRN GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GTPBP2 GUCA1B H4C5 HACD1 HADHA HADHB HARS1 HCN1 HDAC4 HECTD4 HESX1 HEXB HGSNAT HIBCH HIKESHI HINT1 HK1 HLA-B HMGCL HNRNPDL HNRNPK HPDL HPRT1 HRAS HSD17B4 HSPB1 HSPB3 HSPB8 HSPD1 HSPG2 HTRA1 HTRA2 HTT HUWE1 HYCC1 IARS2 IBA57 IDH3A IDH3B IER3IP1 IFNGR1 IFRD1 IFT140 IFT172 IFT88 IGHMBP2 IL10 IL12A IL12A-AS1 IL23R IL6ST IMPDH1 IMPDH2 IMPG1 IMPG2 INF2 INPP5E INPP5K IQSEC2 IREB2 IRF2BPL ISCA1 ISCA2 ISCU ITGA7 ITPR1 ITPR3 IYD JAG1 JAM2 JAM3 JPH1 JPH3 KARS1 KATNB1 KBTBD13 KCNA1 KCNA2 KCNA4 KCNB1 KCNC3 KCND3 KCNJ18 KCNJ6 KCNK4 KCNK9 KCNMA1 KCNQ2 KCNQ3 KCNT1 KDM1A KDM5C KIAA0586 KIAA1549 KIDINS220 KIF14 KIF1A KIF1B KIF1C KIF5A KIZ KLC2 KLHL41 KLHL7 KLHL9 KLRC4 KNL1 KPNA3 KRAS KY L1CAM LAMA2 LAMB2 LARGE1 LBR LDB3 LETM1 LGI3 LGI4 LHX3 LHX4 LIFR LIMK1 LITAF LMNA LMNB1 LMOD3 LPIN1 LRAT LRP12 LRP4 LRRK1 LRRK2 LRSAM1 LYRM4 LYRM7 LYST MAB21L1 MAD2L2 MAG MAGEL2 MAK MAN2B1 MAP3K20 MAPT MARS1 MARS2 MAT1A MATR3 MBOAT7 MCCC1 MCCC2 MCM3AP MCM7 MCOLN1 MCPH1 MDH2 MECP2 MECR MED17 MED25 MEFV MEGF10 MERTK METTL27 METTL5 MFF MFN2 MFSD2A MGME1 MICOS13 MICU1 MINPP1 MKS1 MLXIPL MMAA MME MORC2 MPLKIP MPV17 MPZ MRE11 MRPS25 MRPS34 MSL3 MSTN MSTO1 MT-ATP6 MT-ATP8 MT-CO1 MT-CO3 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TE MT-TK MT-TL1 MT-TL2 MT-TN MT-TS1 MT-TT MT-TV MT-TW MTM1 MTMR14 MTPAP MTRFR MTTP MUSK MYF6 MYH14 MYH7 MYL1 MYL2 MYO1H MYO9A MYORG MYOT MYPN NAA10 NAA20 NADK2 NAGA NAGLU NALCN NARS1 NARS2 NCAPD3 NCF1 NDE1 NDP NDRG1 NDUFA1 NDUFA4 NDUFA9 NDUFAF2 NDUFAF3 NDUFAF4 NDUFS1 NDUFS2 NDUFS4 NDUFS7 NDUFS8 NEB NECAP1 NEFH NEFL NEK1 NEK2 NEU1 NFASC NFIX NGLY1 NIPA1 NKX6-2 NONO NOP56 NOTCH2NLC NR2E3 NR4A2 NRAS NRCAM NRL NSD1 NSRP1 NSUN2 NT5C2 NTRK2 NUBPL NUP214 NUP37 NUP54 NUP62 NUS1 OBSCN OCA2 OCLN OCRL OFD1 OPA1 OPA3 ORAI1 OSTM1 PACS2 PAH PAK3 PALB2 PANK2 PARK7 PARN PARS2 PAX1 PAX7 PC PCARE PCDH12 PCLO PCYT2 PDE6A PDE6B PDE6G PDE8B PDGFB PDGFRB PDHB PDK3 PDSS1 PDXK PDYN PET100 PET117 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PGAP1 PGAP2 PGAP3 PGM3 PHC1 PHYH PI4KA PIEZO2 PIGA PIGB PIGG PIGL PIGN PIGO PIGP PIGT PIGV PIGW PIGY PIK3R5 PINK1 PITRM1 PITX3 PKDCC PLA2G6 PLAA PLCB1 PLEC PLEKHG4 PLEKHG5 PLOD1 PLP1 PLXNA1 PMM2 PMP2 PMP22 PMPCA PNKP PNPLA2 PNPLA6 PNPT1 PODXL POLG POLG2 POLR3A POLR3B POMGNT1 POMGNT2 POMK POMT1 POMT2 POU1F1 POU3F4 POU4F1 PPIL1 PPOX PPP1R15B PPP1R21 PPP2R2B PPP2R5D PPP3CA PQBP1 PRCD PRDM12 PRDM13 PRDM8 PRICKLE1 PRKCG PRKN PRKRA PRNP PROM1 PROP1 PRORP PRPF3 PRPF31 PRPF4 PRPF6 PRPF8 PRPH PRPH2 PRPS1 PRR12 PRRT2 PRSS12 PRUNE1 PRX PSAP PSAT1 PSEN1 PSMB8 PSMC1 PTF1A PTRH2 PTS PUS3 PYCR2 PYROXD1 QARS1 QRICH1 RAB18 RAB3GAP1 RAB3GAP2 RAB7A RAD51 RAD51C RAI1 RAPSN RARS1 RARS2 RBP3 RDH12 REEP1 REEP2 REEP6 REPS1 RETREG1 RFC1 RFC2 RFT1 RFWD3 RFX7 RGR RHO RILPL1 RLBP1 RLIM RMND1 RMRP RNASEH1 RNASEH2C RNF113A RNF170 RNF2 RNF220 ROM1 RP1 RP1L1 RP2 RP9 RPE65 RPGR RPGRIP1L RRM2B RTEL1 RTN2 RUBCN RUSC2 RXYLT1 RYR1 SACS SAG SAMD9L SAR1B SARS1 SASS6 SBF1 SBF2 SCAPER SCN1A SCN3A SCN4A SCN8A SCN9A SCO2 SCYL1 SCYL2 SDHA SDHAF1 SDHB SDHD SEC31A SELENOI SELENON SEMA4A SEMA6B SEPSECS SEPTIN9 SET SETX SH3TC2 SHANK3 SHMT2 SIGMAR1 SIK1 SIL1 SIM1 SLC12A2 SLC12A6 SLC13A5 SLC16A2 SLC18A2 SLC18A3 SLC19A3 SLC1A2 SLC1A3 SLC1A4 SLC20A2 SLC25A1 SLC25A12 SLC25A15 SLC25A19 SLC25A21 SLC25A22 SLC25A4 SLC25A46 SLC29A3 SLC2A1 SLC2A3 SLC31A1 SLC33A1 SLC35A1 SLC35C1 SLC38A3 SLC39A14 SLC39A8 SLC44A1 SLC46A1 SLC52A2 SLC52A3 SLC5A5 SLC5A6 SLC5A7 SLC6A19 SLC6A5 SLC6A9 SLC7A14 SLC9A1 SLC9A7 SLX4 SMC5 SMG9 SMN1 SMN2 SMPD1 SNAP25 SNAP29 SNCA SNIP1 SNRNP200 SNRPN SNX14 SOD1 SOX10 SPART SPAST SPATA7 SPEG SPG11 SPG21 SPG7 SPR SPTAN1 SPTBN1 SPTBN2 SPTBN4 SPTLC1 SPTLC2 SQSTM1 SRPX2 ST3GAL3 ST3GAL5 STAC3 STAT4 STIL STIM1 STUB1 STX16 STX1A SUCLA2 SUCLG1 SUMF1 SURF1 SYNE1 SYNE2 SYNGAP1 SYNJ1 SYT2 SZT2 TAF1 TAF13 TAF2 TANGO2 TAOK1 TARDBP TARS1 TBC1D20 TBC1D23 TBC1D24 TBCD TBCK TBK1 TBL2 TBX4 TCAP TCEAL1 TCTN2 TDP1 TECPR2 TERT TFG TG TGM6 TH TICAM1 TIMM50 TIMM8A TINF2 TK2 TLR3 TLR4 TMCO1 TMEM106B TMEM240 TMEM270 TMEM43 TMEM63A TMEM63C TMEM67 TMX2 TNNT1 TNR TOE1 TOPORS TOR1A TPI1 TPM2 TPM3 TPO TPP1 TRAF3 TRAK1 TRAPPC10 TRAPPC11 TRAPPC14 TRAPPC6B TREM2 TREX1 TRIM2 TRIM32 TRIM37 TRIM8 TRIO TRIP4 TRMT10A TRMT5 TRMU TRPV4 TRRAP TSEN15 TSEN2 TSEN34 TSEN54 TSHB TSHR TSPOAP1 TSPYL1 TTBK2 TTC19 TTC8 TTN TTPA TTR TUB TUBA8 TUBB2B TUBB3 TUBGCP2 TULP1 TWNK TYMP TYROBP UBA1 UBA5 UBAC2 UBAP1 UBE2T UBE3A UCHL1 UFC1 UGDH UGP2 UNC93B1 UQCRQ UROC1 USH2A USP8 VAC14 VAMP1 VANGL1 VAPB VCP VLDLR VPS11 VPS13A VPS13C VPS13D VPS33A VPS37A VPS37D VRK1 VWA1 VWA3B WARS1 WARS2 WASHC5 WDR4 WDR45 WDR62 WDR73 WDR81 WLS WNK1 WWOX XK XPA XPC XRCC1 XRCC2 YARS1 YWHAG ZC4H2 ZEB2 ZFR ZFYVE26 ZFYVE27 ZNF142 ZNF408 ZNF513 ZNHIT3 ZSWIM6 HP_ABNORMAL_RELATIONSHIP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_RELATIONSHIP AP2M1 CHD2 MECP2 NEXMIF NLGN3 NLGN4X SCN1A SLC2A1 SLC6A1 SYNGAP1 HP_ABNORMAL_RENAL_COLLECTING_SYSTEM_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_RENAL_COLLECTING_SYSTEM_MORPHOLOGY COL18A1 DHCR7 EYA1 FANCA FANCC FANCD2 FANCE IARS1 JAG1 KDM6A KMT2D LAMA3 LAMB3 LAMC2 MAPK1 OTUD5 PIGA PIGL PIGN PIGY POGZ PSMC1 RTTN SHOC2 SIX1 SUCLG1 TELO2 TNXB TP63 HP_ABNORMAL_RENAL_CORPUSCLE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_RENAL_CORPUSCLE_MORPHOLOGY ACSL4 ACTN4 ADA ALMS1 AMMECR1 ANKFY1 ANLN APOE APOL1 ARHGAP24 ARHGDIA AVIL BANK1 BLK BSND C1QA C3 C4A C4B CASP10 CCR1 CD151 CD2AP CD81 CEP83 CFH CFHR5 CFI CLCN5 CLCNKB COL4A3 COL4A4 COL4A5 COL7A1 COPA COQ2 COQ6 COQ8B CR2 CRB2 CTLA4 DAAM2 DGKE DLST DNASE1 DNASE1L3 DNASE2 DNMT3A ELP1 EMP2 EPAS1 ERAP1 ETS1 FAH FAS FASLG FCGR2A FCGR2B FCGR3B FH FN1 FOXC2 FOXP3 G6PC1 GAPVD1 GATA3 GLA GON7 HLA-B HLA-DPA1 HLA-DPB1 HLA-DRB1 HNF1B IFNGR1 IGHG1 IL10 IL12A IL12A-AS1 IL23R INF2 IRAK1 IRF5 ITGA3 ITGAM ITGB4 JAG1 JAK1 JAZF1 KANK2 KCNE5 KCNJ1 KIAA0319L KIF1B KIRREL1 KLRC4 LAGE3 LAMA5 LAMB2 LMNA LMNB2 LMX1B LPIN2 MAGI2 MAX MDH2 MECP2 MEFV MMACHC MME MMP1 MT-ATP6 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TE MT-TF MT-TH MT-TK MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTRR MTX2 MUC1 MYO1E MYOCD NAA10 NARS2 NF1 NOS1AP NPHP3 NPHS1 NPHS2 NUP107 NUP133 NUP160 NUP205 NUP37 NUP85 NUP93 OCRL OSGEP PAX2 PDCD1 PGM3 PLCE1 PLEC PRKCD PRTN3 PTPN22 PTPRO PXK RASGRP1 REN RET RNU7-1 SCARB2 SDHA SDHAF2 SDHB SDHC SDHD SEC61A1 SGPL1 SLC12A1 SLC12A3 SLC25A11 SLC37A4 SLC41A1 SLC7A7 SMARCAL1 SOCS1 SOX18 SPP1 SPRY2 STAT4 TBC1D8B TLR4 TLR7 TMEM127 TNFAIP3 TNFSF4 TNIP1 TP53RK TPRKB TREX1 TRIM8 TRPC6 UBAC2 UBE2L3 VHL VPS33A WAS WDR19 WDR4 WDR73 WIPF1 WT1 YRDC ZAP70 ZNFX1 HP_ABNORMAL_RENAL_CORTEX_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_RENAL_CORTEX_MORPHOLOGY ACSL4 ACTN4 ADA ALMS1 AMMECR1 ANKFY1 ANLN APOE APOL1 ARHGAP24 ARHGDIA AVIL BANK1 BLK BSND C1QA C3 C4A C4B CASP10 CCR1 CD151 CD2AP CD81 CD96 CDKN1C CEP290 CEP83 CFH CFHR5 CFI CLCN5 CLCN7 CLCNKB COL4A3 COL4A4 COL4A5 COL7A1 COPA COQ2 COQ6 COQ7 COQ8B CR2 CRB2 CSPP1 CTLA4 DAAM2 DCDC2 DGKE DHX16 DLST DNASE1 DNASE1L3 DNASE2 DNMT3A DZIP1L ELP1 EMP2 EPAS1 ERAP1 ETFA ETFB ETFDH ETS1 FAH FAS FASLG FCGR2A FCGR2B FCGR3B FH FN1 FOXC2 FOXP3 G6PC1 GAPVD1 GATA3 GLA GON7 H4C3 HLA-B HLA-DPA1 HLA-DPB1 HLA-DRB1 HNF1B IFNG IFNGR1 IFT140 IGF2 IGHG1 IL10 IL12A IL12A-AS1 IL23R INF2 INVS IRAK1 IRF5 ITGA3 ITGAM ITGB4 JAG1 JAK1 JAZF1 KANK2 KCNE5 KCNJ1 KCNQ1 KCNQ1OT1 KIAA0319L KIAA0586 KIF1B KIRREL1 KLRC4 LAGE3 LAMA5 LAMB2 LMNA LMNB2 LMX1B LPIN2 MAGI2 MAX MDH2 MECP2 MEFV MMACHC MME MMP1 MPDU1 MT-ATP6 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TE MT-TF MT-TH MT-TK MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTRR MTX2 MUC1 MYO1E MYOCD NAA10 NARS2 NEK8 NF1 NIPBL NOS1AP NPHP1 NPHP3 NPHP4 NPHS1 NPHS2 NUP107 NUP133 NUP160 NUP205 NUP37 NUP85 NUP93 OCRL OSGEP PAX2 PBX1 PDCD1 PDCD6IP PEX1 PEX2 PGM3 PIGQ PKHD1 PLCE1 PLEC PRKCD PRTN3 PTPN22 PTPRO PXK RASGRP1 REN RET RNU7-1 SCARB2 SDHA SDHAF2 SDHB SDHC SDHD SEC61A1 SGPL1 SKIC3 SLC12A1 SLC12A3 SLC25A11 SLC37A4 SLC41A1 SLC7A7 SMARCAL1 SOCS1 SOX18 SPP1 SPRY2 STAT4 TBC1D8B TLR4 TLR7 TMEM127 TMEM67 TNFAIP3 TNFSF4 TNIP1 TP53RK TPRKB TREX1 TRIM8 TRPC6 TSC2 TULP3 UBAC2 UBE2L3 USP18 VHL VPS33A VPS33B WAS WDR19 WDR4 WDR73 WIPF1 WT1 XPNPEP3 YRDC ZAP70 ZNF699 ZNFX1 HP_ABNORMAL_RENAL_CORTICOMEDULLARY_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_RENAL_CORTICOMEDULLARY_DIFFERENTIATION ACTN4 BSND CEP290 CLCN7 COQ7 DCDC2 DHX16 DZIP1L H4C3 IFNG IFT140 INVS NIPBL PAX2 PBX1 PDCD6IP PKHD1 TMEM67 TSC2 TULP3 USP18 VPS33B HP_ABNORMAL_RENAL_ECHOGENICITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_RENAL_ECHOGENICITY ACTN4 BICC1 CC2D2A CILK1 COG6 CRB2 CSPP1 DAAM2 DCDC2 DZIP1L FOCAD IFT43 INVS KIAA0586 KIF14 LAMB2 MYH11 MYOCD NSD2 PBX1 PDCD6IP PIGY PKHD1 REN RNU7-1 ROBO1 SARS2 SLC22A12 SLC30A9 TBX18 TCTN2 TMEM67 TTC26 TULP3 XPNPEP3 HP_ABNORMAL_RENAL_INSTERSTITIAL_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_RENAL_INSTERSTITIAL_MORPHOLOGY ACP5 ALG5 ALMS1 ANTXR1 BAZ1B BCL7B BCS1L BSND BTNL2 BUD23 CEP83 CLCN5 CLCNKB CLIP2 CPT2 CTNS DCDC2 DNAJC30 DPH1 DPH2 EIF4H ELN FAN1 FKBP6 FOXC2 FOXP3 GBE1 GTF2I GTF2IRD1 GTF2IRD2 HLA-DRB1 IFT122 INVS LIMK1 METTL27 MLXIPL MMUT MRPL3 MUC1 NCF1 NDUFAF6 NPHP1 NPHP3 NPHP4 PKHD1 PTPRO PUS3 REN RFC2 RPGRIP1L SLC12A3 SLC30A9 SLC37A4 SLC7A7 STX1A TBL2 TMEM270 TMEM67 TRAF3IP1 TULP3 VPS37D WDR19 HP_ABNORMAL_RENAL_MEDULLA_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_RENAL_MEDULLA_MORPHOLOGY ACTN4 AHI1 ANKS6 AP2S1 BSND CEP120 CEP164 CEP290 CEP41 CEP83 CLCN7 COQ7 CRB2 DCDC2 DHX16 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DZIP1L FAN1 GLIS2 H4C3 IFNG IFT140 IFT172 IFT43 IFT80 INVS IQCB1 JAG1 KIAA0753 LONP1 MAPKBP1 MUC1 NEK8 NIPBL NPHP1 NPHP3 NPHP4 PAX2 PBX1 PDCD6IP PDHA1 PKHD1 RPGRIP1L SDCCAG8 TMEM138 TMEM216 TMEM67 TRAF3IP1 TRIP11 TSC2 TTC21B TULP3 USP18 VPS33B WDR19 XPNPEP3 ZNF423 ZNF699 HP_ABNORMAL_RENAL_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_RENAL_MORPHOLOGY ABCC6 ABCC8 ABCG5 ABCG8 ACE ACP5 ACSL4 ACTB ACTG1 ACTG2 ACTN4 ACVRL1 ADA ADA2 ADAMTS3 ADAMTSL1 ADAT3 ADCY10 ADGRG2 ADNP AFF3 AFF4 AGPAT2 AGT AGTR1 AGXT AHI1 AIP AIRE AKR1D1 AKT1 AKT3 ALDH18A1 ALG5 ALG8 ALG9 ALKBH8 ALMS1 ALPL AMER1 AMMECR1 ANKFY1 ANKLE2 ANKRD17 ANKS6 ANLN ANOS1 ANTXR1 AP2S1 APC APC2 APOB APOE APOL1 APPL1 APRT ARHGAP24 ARHGDIA ARID1A ARID1B ARID2 ARL3 ARL6 ARL6IP6 ARMC5 ARNT2 ARPC4 ARSK ARVCF ARX ASPM ASXL2 ATN1 ATP1A1 ATP5F1A ATP5F1D ATP5F1E ATP5MK ATP6V0A4 ATP6V1B1 ATP6V1B2 ATP6V1E1 ATP7A ATP7B ATPAF1 ATPAF2 ATRX AVIL B2M B3GALT6 B3GLCT B4GAT1 B9D1 B9D2 BANK1 BAP1 BAZ1B BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCL7B BCOR BCS1L BICC1 BICRA BLK BMP4 BMPER BNC2 BRAF BRCA1 BRCA2 BRD4 BRF1 BRIP1 BSCL2 BSND BTNL2 BUB1 BUB1B BUB3 BUD23 C1QA C2CD3 C3 C4A C4B CA2 CACNA1D CAMK2A CAMKMT CAPN15 CASK CASP10 CASR CASZ1 CC2D2A CCBE1 CCDC141 CCDC22 CCND1 CCND2 CCNQ CCR1 CD151 CD2AP CD81 CD96 CDC42 CDC42BPB CDC73 CDK5RAP2 CDK6 CDKL5 CDKN1A CDKN1B CDKN1C CDKN2B CDKN2C CDON CEACAM3 CEACAM6 CEL CENPE CENPF CENPJ CEP120 CEP135 CEP152 CEP164 CEP19 CEP290 CEP41 CEP55 CEP57 CEP63 CEP83 CFAP418 CFH CFHR5 CFI CFTR CHD7 CHKA CHN1 CHRM3 CHRNA3 CHST14 CHUK CILK1 CIT CLCA4 CLCN3 CLCN5 CLCN7 CLCNKA CLCNKB CLDN10 CLDN16 CLDN19 CLDN2 CLIP2 CLPB COG1 COG6 COG7 COL18A1 COL4A1 COL4A3 COL4A4 COL4A5 COL7A1 COLEC10 COLEC11 COMT COPA COPB2 COQ2 COQ6 COQ7 COQ8B COX14 CPLANE1 CPT2 CR2 CRB2 CREBBP CRTAP CSPP1 CTH CTLA4 CTNNB1 CTNS CTU2 CWC27 CYP24A1 DAAM2 DACT1 DCC DCDC2 DCHS1 DCTN4 DDB1 DDX59 DDX6 DEAF1 DGKE DHCR24 DHCR7 DHX16 DICER1 DIS3L2 DISP1 DKC1 DLK1 DLL1 DLL4 DLST DMXL2 DNA2 DNAJB11 DNAJC21 DNAJC30 DNASE1 DNASE1L3 DNASE2 DNMT3A DPF2 DPH1 DPH2 DPYSL5 DSE DSTYK DUSP6 DVL1 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYRK1A DZIP1L EBP EDNRA EHMT1 EIF4H ELN ELP1 EMP2 EN1 ENG ENPP1 EP300 EPAS1 ERAP1 ERBB3 ERCC4 ERCC6 ERCC8 ESCO2 ETFA ETFB ETFDH ETS1 EVC EVC2 EXTL3 EYA1 FAH FAM149B1 FAM20A FAM20C FAN1 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAS FASLG FAT4 FBLN5 FBN1 FBXW11 FCGR2A FCGR2B FCGR3B FEZF1 FGF10 FGF13 FGF17 FGF20 FGF23 FGF8 FGFR1 FGFR2 FGFR3 FH FIBP FIG4 FKBP6 FKRP FKTN FLCN FLI1 FLII FLNA FLNB FLRT3 FN1 FOCAD FOXC2 FOXF1 FOXH1 FOXP3 FRAS1 FREM1 FREM2 FUT8 FUZ G6PC1 G6PC3 GABRD GALNT3 GANAB GAPVD1 GAS1 GATA1 GATA3 GBE1 GCK GCLC GCM2 GDF2 GDF3 GDF6 GEMIN4 GFRA1 GLA GLI1 GLI2 GLI3 GLIS2 GLIS3 GLMN GNA11 GNAO1 GNAS GNB1 GNB2 GNPTAB GON7 GP1BA GP1BB GP9 GPC3 GPC4 GPKOW GRB10 GREB1L GRHPR GRIA3 GRIN1 GRIP1 GRM7 GSTM3 GTF2I GTF2IRD1 GTF2IRD2 H4C3 H4C5 H4C9 HAAO HDAC4 HDAC8 HEATR3 HESX1 HFE HGD HIRA HLA-B HLA-DPA1 HLA-DPB1 HLA-DRB1 HMGA2 HMOX1 HNF1A HNF1B HNF4A HNRNPH1 HNRNPK HNRNPU HOGA1 HOXD13 HPRT1 HPSE2 HRAS HS2ST1 HS6ST1 HSD11B2 HSD17B4 HSPA9 HSPG2 HYLS1 IARS1 IDH1 IFNG IFNGR1 IFT122 IFT140 IFT172 IFT27 IFT43 IFT74 IFT80 IGF2 IGHG1 IL10 IL12A IL12A-AS1 IL17RD IL23R INF2 INPP5E INS INSL3 INSR INTS1 INTU INVS IPO8 IQCB1 IQSEC2 IRAK1 IRF5 ITGA3 ITGA6 ITGA8 ITGAM ITGB4 JAG1 JAK1 JAM3 JAZF1 JMJD1C KANK2 KANSL1 KAT5 KAT6A KAT6B KCNA1 KCNAB2 KCNE5 KCNH1 KCNJ1 KCNJ11 KCNJ2 KCNJ5 KCNN4 KCNQ1 KCNQ1OT1 KCTD1 KDM6A KIAA0319L KIAA0586 KIAA0753 KIF14 KIF1B KIF7 KIRREL1 KL KLF11 KLRC4 KMT2A KMT2D KNL1 KNSTRN KRAS KRT17 KYNU LAGE3 LAMA3 LAMA5 LAMB2 LAMB3 LAMC2 LARGE1 LDLR LDLRAP1 LEMD3 LHX1 LIG1 LIG4 LIMK1 LMBRD1 LMNA LMNB1 LMNB2 LMOD1 LMX1B LONP1 LPIN2 LRIG2 LRP4 LRP5 LTBP4 LUZP1 LZTFL1 MAD2L2 MAFB MAGED2 MAGI2 MAP2K1 MAP2K2 MAP3K7 MAPK1 MAPKBP1 MASP1 MAX MBTPS2 MCM5 MCM7 MCPH1 MCTP2 MDH2 MDM2 MECP2 MED11 MED12 MED25 MEFV MEG3 MEN1 MEOX1 METTL27 METTL5 MFSD2A MGME1 MIA3 MID1 MIF MKKS MKS1 MLXIPL MMACHC MME MMP1 MMP23B MMUT MNX1 MOCOS MOCS1 MOCS2 MPDU1 MPI MRPL3 MRPS22 MRPS34 MSH3 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TE MT-TF MT-TH MT-TK MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTRR MTX2 MUC1 MYCN MYH11 MYL9 MYLK MYMK MYMX MYO1E MYO5B MYOCD MYOD1 MYRF NAA10 NADSYN1 NARS2 NBN NCAPD3 NCAPG2 NCF1 NDNF NDUFAF3 NDUFAF6 NEK1 NEK8 NEUROD1 NEUROD2 NF1 NFIA NHERF1 NIPBL NLRP3 NOD2 NODAL NOS1AP NOTCH2 NPHP1 NPHP3 NPHP4 NPHS1 NPHS2 NRAS NRIP1 NSD1 NSD2 NSDHL NSUN2 NUP107 NUP133 NUP160 NUP205 NUP37 NUP85 NUP93 NXN OCRL OFD1 OPLAH OSGEP OTUD5 OXGR1 PACS1 PAH PALB2 PAX1 PAX2 PAX4 PAX7 PBX1 PCK1 PCK2 PCSK9 PDCD1 PDCD6IP PDE6D PDHA1 PDPN PDX1 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PGAP2 PGAP3 PGM1 PGM3 PHC1 PHGDH PI4KA PIDD1 PIEZO2 PIGA PIGL PIGN PIGO PIGP PIGQ PIGT PIGV PIGW PIGY PIK3C2A PIK3CA PIK3CD PIK3R2 PKD1 PKD2 PKHD1 PLCD1 PLCE1 PLD1 PLEC PLG PLVAP PLXNA1 PMM2 PNKP PNPLA2 POGZ POLE POLR3A POLRMT POMT1 POMT2 POR PORCN POU3F4 PPFIBP1 PPM1B PPP1R15B PPP2R1A PPP2R3C PPP3CA PQBP1 PRDM16 PREPL PRIM1 PRKACA PRKACB PRKAG2 PRKAR1A PRKCD PRKCSH PRKCZ PRMT7 PROK2 PROKR2 PRPS1 PRTN3 PSMC1 PTCH1 PTEN PTH PTH1R PTPN11 PTPN22 PTPRO PUF60 PUS3 PXK PYCR2 RAB18 RAB23 RAB3GAP1 RAB3GAP2 RAD21 RAD51 RAD51C RAF1 RAI1 RARB RASGRP1 RBBP8 RBM10 RBM8A RECQL4 REN RERE RET RFC2 RFWD3 RFX7 RIPK4 RMND1 RNU4ATAC RNU7-1 ROBO1 ROBO2 ROR2 RORA RPGRIP1 RPGRIP1L RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RRAGD RREB1 RSPO2 RTL1 RTTN SAA1 SALL1 SALL4 SARS1 SARS2 SASS6 SBDS SC5D SCAPER SCARB2 SCARF2 SCLT1 SCN1B SCN2A SDCCAG8 SDHA SDHAF2 SDHB SDHC SDHD SEC24C SEC61A1 SEC63 SEMA3A SEMA3E SERPINA1 SERPINH1 SETBP1 SETD2 SF3B2 SF3B4 SGPL1 SH2B1 SHANK3 SHH SHOC2 SHPK SI SIK1 SIX1 SIX3 SIX5 SKI SKIC2 SKIC3 SLC11A1 SLC12A1 SLC12A3 SLC1A1 SLC1A2 SLC22A12 SLC25A11 SLC25A22 SLC26A1 SLC26A9 SLC29A3 SLC2A2 SLC2A9 SLC30A9 SLC32A1 SLC34A1 SLC34A2 SLC34A3 SLC35A2 SLC36A2 SLC37A4 SLC3A1 SLC41A1 SLC4A1 SLC5A1 SLC6A14 SLC6A17 SLC7A7 SLC7A9 SLC9A3 SLX4 SMAD4 SMARCA4 SMARCAL1 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMO SMOC1 SMS SNRPB SOCS1 SON SOS1 SOX10 SOX11 SOX17 SOX18 SOX4 SOX9 SPART SPECC1L SPEN SPINK5 SPINT2 SPOP SPP1 SPRED1 SPRY2 SPRY4 SRCAP SRP54 SRY SSR4 STAG1 STAT1 STAT4 STIL STK11 STRA6 STRADA STS STX1A STX3 SUCLG1 SUFU TACR3 TAF13 TAPT1 TASP1 TBC1D20 TBC1D24 TBC1D7 TBC1D8B TBCK TBL2 TBX1 TBX15 TBX18 TBX22 TBX3 TBXT TCTN1 TCTN2 TCTN3 TDGF1 TELO2 TFAP2A TGFB1 TGIF1 THOC6 TKT TLR4 TLR7 TMCO1 TMEM107 TMEM127 TMEM138 TMEM216 TMEM218 TMEM231 TMEM237 TMEM260 TMEM270 TMEM67 TNFAIP3 TNFSF4 TNIP1 TNXB TOGARAM1 TOM1 TOPORS TOR1A TP53RK TP63 TPRKB TRAF3IP1 TRAPPC10 TRAPPC14 TREX1 TRIM32 TRIM8 TRIP11 TRIP13 TRNT1 TRPC6 TRPV6 TRRAP TSC1 TSC2 TSR2 TTC21B TTC26 TTC8 TULP3 TXNDC15 TXNL4A UBA2 UBAC2 UBE2A UBE2L3 UBE2T UBE4B UBR1 UFD1 UMOD USP18 USP8 USP9X VAC14 VANGL1 VDR VHL VIPAS39 VPS33A VPS33B VPS35L VPS37D VPS45 WAC WARS1 WAS WASHC5 WBP11 WDPCP WDR11 WDR19 WDR35 WDR4 WDR62 WDR73 WFS1 WIPF1 WLS WNT3 WNT4 WNT5A WNT7B WNT9B WT1 XDH XPNPEP3 XRCC2 XRCC4 YRDC YY1 YY1AP1 ZAP70 ZBTB18 ZEB2 ZIC2 ZIC3 ZMIZ1 ZMYM2 ZNF148 ZNF423 ZNF687 ZNF699 ZNFX1 ZPR1 HP_ABNORMAL_RENAL_PELVIS_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_RENAL_PELVIS_MORPHOLOGY ACTB ACTG1 ACTG2 ALG9 APC APC2 ARID1B ARL3 ARNT2 ARPC4 ATN1 ATP6V1B2 ATP7A ATRX B3GALT6 B3GLCT B4GAT1 B9D1 BAP1 BBS12 BCOR BNC2 BRAF BRF1 CA2 CAMK2A CASZ1 CCBE1 CCDC22 CCNQ CD81 CDC42 CDC42BPB CDKN1C CENPF CHD7 CHRM3 CHRNA3 CHST14 CLCN3 COG1 COG7 COL18A1 CPT2 CREBBP CRTAP CTLA4 CTNNB1 DDB1 DDX6 DHCR7 DLK1 DPYSL5 DSE DVL1 DYNC2H1 DYNC2I1 DYNC2I2 DYRK1A EBP EN1 EP300 ERBB3 ERCC6 ERCC8 EYA1 FAM20C FANCB FGF10 FGF13 FGFR1 FGFR2 FGFR3 FH FLI1 FLNA FOCAD FOXF1 G6PC3 GABRD GATA3 GEMIN4 GLI3 GNB1 GPC3 GPC4 GREB1L GRIA3 HDAC4 HLA-DPA1 HLA-DPB1 HNRNPK HOXD13 HPSE2 HSPG2 HYLS1 IARS1 IFT27 IFT80 IPO8 ITGA6 ITGB4 KANSL1 KAT6A KAT6B KCNAB2 KCTD1 KDM6A KIAA0753 KMT2D KRAS LAMA3 LAMB3 LAMC2 LIG4 LMNB1 LMOD1 LRIG2 LTBP4 LUZP1 MAP2K1 MAP2K2 MAP3K7 MASP1 MBTPS2 MED11 MED12 MED25 MEG3 MIA3 MID1 MKKS MMP23B MYCN MYL9 MYMK MYMX MYOD1 NAA10 NBN NCAPG2 NDUFAF3 NF1 NFIA NRIP1 NSD1 NSDHL NSUN2 NXN OFD1 OTUD5 PAX7 PDPN PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PGAP2 PGAP3 PGM1 PI4KA PIEZO2 PIGA PIGL PIGN PIGO PIGV PIGW PIGY PLD1 PLEC POLE POLR3A POR PORCN PPP3CA PRDM16 PRKCZ PRTN3 PTPN22 RAB18 RAB23 RAB3GAP1 RAB3GAP2 RAD51C RBM10 RBM8A RECQL4 RERE RFX7 RNU4ATAC ROR2 RORA RTL1 SALL4 SCARF2 SEMA3E SETBP1 SETD2 SHANK3 SHH SIX1 SIX5 SKI SLC6A17 SOS1 SOX17 SOX9 SPART SPEN SPINK5 SRCAP STRA6 TAPT1 TASP1 TBC1D20 TBC1D24 TBCK TBX1 TBX15 TBX18 TFAP2A TOGARAM1 TP63 TRRAP TTC26 UBE4B UBR1 USP9X VPS35L WASHC5 WDR35 WFS1 WLS WNT5A XDH YY1 ZBTB18 ZEB2 ZIC3 ZMYM2 HP_ABNORMAL_RENAL_PHYSIOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_RENAL_PHYSIOLOGY ABCA12 ABCC6 ABCC8 ACE ACP5 ACSL4 ACTN4 ACVRL1 ADA ADA2 ADAMTS13 AGGF1 AGT AGTR1 AGXT AHI1 ALDH18A1 ALDH4A1 ALDOA ALDOB ALG1 ALG5 ALG9 ALMS1 ALOX12B ALOXE3 AMMECR1 AMN ANKFY1 ANKS6 ANLN AP1S3 AP2S1 APC2 APOA1 APOE APOL1 APPL1 APRT AQP2 ARHGAP24 ARHGDIA ARL6 ASPRV1 ATP1A1 ATP6V0A4 ATP6V1B1 ATP7B AVIL AVPR2 B2M BANK1 BAZ1B BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCL7B BCOR BCS1L BICC1 BLK BNC2 BRCA1 BRCA2 BRD4 BRIP1 BSND BTNL2 BUD23 C1QA C1QBP C3 C4A C4B CA2 CACNA1S CAD CASP10 CASR CAV1 CC2D2A CCN2 CCND1 CCNQ CCR1 CCR6 CD109 CD151 CD2AP CD46 CD81 CDC73 CDK4 CEL CEP120 CEP164 CEP19 CEP290 CEP83 CFAP418 CFB CFH CFHR1 CFHR3 CFHR5 CFI CHD4 CHD7 CHRM3 CHRNA3 CHST14 CISD2 CLCN5 CLCNKA CLCNKB CLDN10 CLDN16 CLDN19 CLEC7A CLIP2 CLPB CNNM2 COA8 COG1 COG6 COL3A1 COL4A1 COL4A3 COL4A4 COL4A5 COL4A6 COL7A1 COPA COQ2 COQ6 COQ8B CORIN CPOX CPT1A CPT2 CR2 CRB2 CSPP1 CTLA4 CTNS CUBN CYB561 CYBC1 CYP24A1 CYP4F22 DAAM2 DACT1 DCDC2 DCLRE1C DGKE DHDDS DHX37 DIS3L2 DLST DMP1 DMRT3 DNAJB11 DNAJC30 DNASE1 DNASE1L3 DNASE2 DNMT3A DPH1 DSTYK DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DZIP1L EFEMP2 EHHADH EHMT1 EIF2AK3 EIF4H ELN ELP1 EMP2 ENG ENPP1 EPAS1 EPG5 ERAP1 ERCC4 ERCC6 ERCC8 ETFA ETFB ETFDH ETS1 EYA1 F10 F2 F5 F8 FAH FAM20A FAN1 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAS FASLG FBLN5 FBXL4 FCGR2A FCGR2B FCGR3B FGA FH FIG4 FIP1L1 FKBP6 FLT1 FN1 FOXI1 FOXP3 FOXRED1 FUZ FXYD2 G6PC1 GALNT3 GANAB GAPVD1 GATA3 GATA4 GATM GBA1 GCDH GCK GCM2 GDF2 GLA GLIS2 GNAS GON7 GP1BA GP1BB GP9 GPC3 GPR35 GRHPR GSN GTF2I GTF2IRD1 GTF2IRD2 H19 HBB HDAC8 HELLPAR HGD HIC1 HLA-B HLA-DPA1 HLA-DPB1 HLA-DRB1 HMBS HMGA2 HMOX1 HNF1A HNF1B HNF4A HNRNPK HOGA1 HOXA13 HPRT1 HPS1 HPSE2 HRAS HSD11B2 IFIH1 IFNG IFNGR1 IFT122 IFT140 IFT172 IFT27 IFT43 IFT74 IFT80 IGHG1 IKZF1 IL10 IL12A IL12A-AS1 IL17F IL17RA IL17RC IL23R IL2RG IL36RN IL6 IL7R INF2 INPP5E INS INVS IQCB1 IRAK1 IRF2BP2 IRF5 ITGA2 ITGA2B ITGA3 ITGA6 ITGAM ITGB3 ITGB4 ITPR3 JAG1 JAK1 JAZF1 KANK2 KARS1 KCNE5 KCNJ1 KCNJ10 KCNJ11 KCNJ2 KCNJ5 KCTD1 KIAA0319L KIAA0586 KIAA0753 KIF1B KIRREL1 KL KLF11 KLRC4 KYNU LAGE3 LAMA5 LAMB2 LARS2 LCAT LDHA LHX1 LIG4 LIMK1 LIPN LMAN1 LMNB2 LMX1B LPIN1 LPIN2 LRIG2 LRP2 LTBP1 LYZ LZTFL1 MAD2L2 MAFB MAGED2 MAGI2 MAP3K1 MAPKBP1 MARS1 MAX MCFD2 MDH2 MDM2 MECP2 MED12 MEFV MEN1 METTL27 MKKS MKS1 MLXIPL MMACHC MME MMP1 MMUT MOCOS MPI MST1 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TE MT-TF MT-TH MT-TK MT-TL1 MT-TN MT-TQ MT-TS1 MT-TS2 MT-TT MT-TW MTRR MUC1 MYCN MYD88 MYH11 MYH9 MYO1E MYO5B MYOCD NABP1 NADK2 NCF1 NDUFA1 NDUFA11 NDUFA6 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF6 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB9 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NEK8 NEUROD1 NEXMIF NF1 NFS1 NIPAL4 NIPBL NLRP3 NOD2 NOS1AP NOTCH2 NPHP1 NPHP3 NPHP4 NPHS1 NPHS2 NPM1 NR0B1 NR5A1 NSD1 NTRK1 NUBPL NUMA1 NUP107 NUP133 NUP160 NUP205 NUP37 NUP85 NUP93 OBSCN OCLN OCRL OFD1 OSGEP P4HA2 PAFAH1B1 PALB2 PAX2 PAX4 PAX6 PBX1 PC PDCD1 PDSS2 PDX1 PEX19 PEX7 PFKM PGAM2 PGK1 PGM3 PHEX PHKA2 PHKB PHKG2 PHYH PIGA PKD1 PKD2 PKDCC PKHD1 PLCE1 PLG PLVAP PML PMM2 PNPLA6 POLRMT POU6F2 PPOX PRDX1 PRF1 PRKAR1A PRKCD PRODH PRPS1 PRTN3 PTPN22 PTPRO PUS3 PXK PYGM RAD21 RAD51 RAD51C RAG1 RAG2 RARA RASA1 RASGRP1 REN REST RET RFC2 RFWD3 RMND1 RMRP RNU7-1 ROBO1 RPGRIP1L RRAGD RRM2B RYR1 SAA1 SALL1 SARS2 SAT1 SCAPER SCARB2 SCLT1 SCNN1A SCNN1B SCNN1G SDCCAG8 SDHA SDHAF2 SDHB SDHC SDHD SDR9C7 SEC61A1 SEMA4D SERPINA1 SERPINF2 SETD2 SGPL1 SH2B1 SHANK3 SHPK SIX1 SIX5 SLC12A1 SLC12A3 SLC17A5 SLC22A12 SLC25A11 SLC25A20 SLC26A1 SLC26A4 SLC2A2 SLC2A9 SLC30A9 SLC34A1 SLC34A2 SLC34A3 SLC35A2 SLC37A4 SLC3A1 SLC41A1 SLC4A1 SLC4A2 SLC4A4 SLC5A1 SLC5A2 SLC7A7 SLC7A9 SLX4 SMAD4 SMARCAL1 SMC1A SMC3 SNAP29 SOCS1 SON SOX18 SOX9 SPP1 SPRY2 SPTBN1 SRCAP SREBF1 SRY STAT1 STAT2 STAT3 STAT4 STAT5B STIM1 STOX1 STS STX11 STX1A STX3 STXBP2 SULT2B1 SURF1 TAOK1 TBC1D8B TBL1XR1 TBL2 TBX1 TBX18 TCF4 TCN2 TGM1 THBD TIMMDC1 TLR4 TLR7 TMEM126B TMEM127 TMEM138 TMEM165 TMEM216 TMEM231 TMEM237 TMEM260 TMEM270 TMEM67 TNFAIP3 TNFSF4 TNIP1 TOM1 TP53RK TPRKB TRAF3IP1 TRAF3IP2 TREX1 TRIM28 TRIM32 TRIM8 TRIP13 TRMT5 TRPC6 TSC1 TSC2 TTC21B TTC26 TTC8 TTR UBAC2 UBE2L3 UBE2T UMOD UMPS UNC13D UQCC2 VAC14 VAMP7 VANGL1 VHL VIPAS39 VPS33A VPS33B VPS37D WAS WDPCP WDR19 WDR35 WDR4 WDR73 WFS1 WIPF1 WT1 WWOX XDH XPNPEP3 XRCC2 XYLT1 XYLT2 YAP1 YRDC YWHAE YY1AP1 ZAP70 ZBTB16 ZFPM2 ZMPSTE24 ZNF423 ZNF592 ZNF699 ZNFX1 HP_ABNORMAL_RENAL_TUBULAR_EPITHELIAL_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_RENAL_TUBULAR_EPITHELIAL_MORPHOLOGY CEP83 CLCN5 GLIS2 ITGA3 MUC1 MYO1E NPHP1 NPHP3 NPHP4 NPHS1 NUP107 NUP133 REN RPGRIP1L TMEM67 UMOD VPS33A VPS33B XPNPEP3 HP_ABNORMAL_RENAL_TUBULAR_LUMEN_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_RENAL_TUBULAR_LUMEN_MORPHOLOGY CRB2 DCDC2 SLC41A1 TMEM67 TULP3 HP_ABNORMAL_RENAL_TUBULAR_RESORPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_RENAL_TUBULAR_RESORPTION BCS1L BSND CEP290 CLCNKA CLCNKB CNNM2 COA8 CTNS FAH FAM20A GALNT3 GATM HNF1B HNF4A MT-TN MT-TS1 NPHP1 OCRL PIGA POLRMT RRM2B SLC12A3 SLC4A4 SURF1 HP_ABNORMAL_RENAL_TUBULE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_RENAL_TUBULE_MORPHOLOGY ACE ACP5 AGT AGTR1 ALMS1 ANTXR1 BAZ1B BCL7B BCS1L BSND BTNL2 BUD23 CEP83 CLCN5 CLCNKB CLIP2 CPT2 CRB2 CTNS DCDC2 DNAJC30 DPH1 DPH2 EIF4H ELN FAN1 FKBP6 FOXC2 FOXP3 GBE1 GLA GLIS2 GTF2I GTF2IRD1 GTF2IRD2 HLA-DRB1 IFT122 INVS ITGA3 LAMA3 LAMB3 LAMC2 LIMK1 METTL27 MLXIPL MMUT MRPL3 MRPS22 MT-ATP6 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TK MT-TL1 MT-TV MT-TW MUC1 MYO1E NCF1 NDUFAF6 NPHP1 NPHP3 NPHP4 NPHS1 NUP107 NUP133 OCRL PKHD1 PMM2 PTPRO PUS3 REN RFC2 RPGRIP1L SHPK SLC12A3 SLC22A12 SLC2A9 SLC30A9 SLC37A4 SLC41A1 SLC7A7 STX1A TBL2 TMEM270 TMEM67 TRAF3IP1 TULP3 UMOD VPS33A VPS33B VPS37D WDR19 XPNPEP3 HP_ABNORMAL_RENAL_VASCULAR_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_RENAL_VASCULAR_MORPHOLOGY ABCG5 ABCG8 ADA2 ALG9 APOB ELN ENPP1 FIG4 GEMIN4 JAG1 LDLR LDLRAP1 MAX MLXIPL NF1 PCSK9 PNPLA2 POU3F4 RET SDHB SDHD STAT1 TMEM127 TOM1 VAC14 VHL WDR19 YY1AP1 HP_ABNORMAL_REPETITIVE_MANNERISMS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_REPETITIVE_MANNERISMS ADGRL1 ADNP AFF2 AFF3 AGO1 ALKBH8 ANK3 AP1S2 AP4B1 AP4E1 AP4M1 AP4S1 ARID2 ARPC4 ASH1L ASXL3 ATG7 ATP9A ATRX AUTS2 BCL11A BCORL1 BICRA BRAF CABP4 CACNA1B CACNA1H CACNA2D1 CAMK2B CAMTA1 CASZ1 CCNK CDK19 CDKL5 CELF2 CEP85L CERT1 CHAMP1 CHD1 CHD3 CHD8 CHMP2B CHRNA2 CHRNA4 CHRNB2 CIC CLCN3 CNTNAP2 CPLX1 CRB1 CREBBP CRH CSNK2A1 CTBP1 CUX2 DDC DDX6 DEAF1 DEPDC5 DHPS DHX30 DLL1 DNAJC19 DOCK7 DPAGT1 DPF2 DPYSL5 DYRK1A EBF3 EEF1A2 EHMT1 ELP2 EP300 EXT2 EXTL3 FBXO28 FBXW11 FGFRL1 FLCN FLII FMR1 FOXG1 FOXP1 GABBR2 GABRA1 GABRB3 GABRD GABRG2 GJA5 GJA8 GLYCTK GNAI1 GNB2 GRIA2 GRIK2 GRIN1 GRIN2A GRN GUCY2D H4C5 HDAC4 HECW2 HERC2 HNRNPH2 HNRNPK HNRNPR HSPG2 HTT HUWE1 IFNG IQSEC2 JRK KAT5 KAT6A KCNAB2 KCNB1 KCNN2 KCNT1 KIF15 KIF5C KMT2A KMT5B KPTN KYNU LARP7 LETM1 LMNB1 LUZP1 MACF1 MADD MAPK1 MAPT MBD5 MECP2 MEF2C MGAT2 MMP23B NAA10 NAA15 NAA20 NACC1 NAGS NAPB NARS1 NAT8L NDP NEXMIF NLGN3 NLGN4X NMNAT1 NOVA2 NPC2 NR2F1 NSD2 NTNG1 NTNG2 NTRK2 OCA2 OCRL OPHN1 PACS2 PDE2A PDPN PDZD8 PGAP1 PGAP3 PIGF POGZ POLA1 PPP2CA PPP2R5D PRDM16 PRKAR1B PRKCZ PRODH PSEN1 PUF60 PUS7 RAB11B RAB39B RAC1 RAI1 RBL2 RERE RFX7 RHOBTB2 RPE65 RTTN SATB1 SCN1A SH2B1 SHANK3 SHMT2 SIK1 SKI SLC1A4 SLC2A1 SLC6A8 SLC9A6 SMARCA2 SMC1A SNRPN SOX5 SPATA5 SPEN SPTBN1 SQSTM1 SVBP SYNGAP1 SYT1 TANC2 TAOK1 TARDBP TBC1D23 TBCD TBR1 TBX1 TCEAL1 TCF20 TCF4 TFE3 THOC2 TKT TMEM106B TMEM222 TMEM67 TPR TRANK1 TRAPPC6B TRAPPC9 TREM2 TRIM8 TRIO TSC1 TSC2 TTI2 TUBB3 TULP1 UBE3A UBE4B VAMP2 VARS1 VCP VPS13A WDR26 WDR4 YME1L1 ZBTB18 ZBTB20 ZEB2 ZMYM2 ZNF526 ZSWIM6 HP_ABNORMAL_REPRODUCTIVE_SYSTEM_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_REPRODUCTIVE_SYSTEM_MORPHOLOGY AAGAB AARS1 ABCA4 ABL1 ACTA1 ACTB ACTL9 ADA2 ADAR ADAT3 ADGRG2 ADH5 AFF4 AGBL5 AGPAT2 AHI1 AHR AIP AK7 AKAP3 AKR1C2 AKR1C4 AKT1 AKT2 ALG12 ALG9 ALKBH8 ALMS1 ALOX12B ALOXE3 ALX4 AMH AMHR2 ANK1 ANKRD11 ANOS1 ANTXR2 APC APC2 AR ARCN1 ARHGAP31 ARHGEF18 ARID1A ARID1B ARID2 ARL2BP ARL3 ARL6 ARL6IP6 ARMC2 ARNT2 ARVCF ARX ATAD3A ATIC ATM ATP6AP2 ATP6V1A ATP6V1B2 ATP6V1E1 ATR ATRX AURKA AURKC AXIN1 AXIN2 AXL B3GALNT2 B3GLCT B4GAT1 B9D1 B9D2 BARD1 BAX BAZ1B BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCL7B BCOR BDNF BEST1 BICRA BLTP1 BMP15 BMP4 BMPR1A BMPR1B BNC1 BRAF BRCA1 BRCA2 BRCC3 BRD4 BRDT BRIP1 BSCL2 BTK BTNL2 BUB1 BUB1B BUB3 BUD23 C14orf39 C2CD3 C2CD6 CA4 CAMK2A CAPN15 CARS1 CASK CASZ1 CATIP CATSPER2 CAV1 CAVIN1 CBX2 CC2D2A CCDC141 CCDC22 CCDC28B CCDC34 CCDC62 CCDC8 CCND1 CCNQ CD96 CDC14A CDC42 CDC42BPB CDC45 CDC6 CDC73 CDCA7 CDH1 CDH11 CDH2 CDHR1 CDKL5 CDKN1B CDKN1C CDKN2A CDON CDT1 CEACAM3 CEACAM6 CENPT CEP112 CEP120 CEP152 CEP19 CEP290 CEP41 CEP57 CERKL CFAP251 CFAP418 CFAP43 CFAP44 CFAP47 CFAP58 CFAP65 CFAP69 CFAP70 CFAP74 CFAP91 CFTR CHD4 CHD7 CHEK2 CHRM3 CHRNA3 CHRNG CIDEC CILK1 CKAP2L CLCA4 CLDN2 CLEC7A CLIP2 CLMP CLPP CLRN1 CNGA1 CNGB1 COG1 COG5 COL14A1 COL1A1 COL3A1 COL4A1 COL4A5 COL4A6 COL5A1 COL5A2 COL7A1 COLEC10 COLEC11 COMT COQ6 CORIN COX7B CPE CPLX1 CRB1 CREBBP CRPPA CRX CSPP1 CT55 CTBP1 CTC1 CTCF CTDP1 CTLA4 CTNNB1 CTU2 CUL4B CUL7 CUX1 CXCR4 CYB5A CYP11A1 CYP11B1 CYP11B2 CYP17A1 CYP19A1 CYP21A2 DACT1 DAG1 DAZ1 DAZ2 DAZ3 DAZ4 DCAF17 DCC DCHS1 DCLRE1C DCTN4 DCX DDB1 DDB2 DDX3Y DDX6 DHCR24 DHCR7 DHDDS DHH DHODH DHX37 DHX38 DICER1 DIS3L2 DISP1 DKC1 DLC1 DLK1 DLL1 DLL3 DMRT1 DMRT3 DMXL2 DNAH1 DNAH10 DNAH17 DNAH2 DNAH7 DNAH8 DNAJC19 DNAJC30 DNALI1 DNHD1 DPF2 DPM1 DPM2 DPP9 DPY19L2 DPYSL5 DRC1 DTYMK DUSP6 DVL1 DVL3 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYRK1A DZIP1 EBF3 ECE1 ECEL1 EDNRA EED EFNB1 EHMT1 EIF2S3 EIF4H ELN EP300 EPCAM EPG5 EPHB2 ERAL1 ERBB2 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ERMARD ESCO2 ESR1 ESR2 EVC EVC2 EWSR1 EXT2 EYS EZH2 F7 FAM111A FAM161A FAN1 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FARSB FAT4 FBN1 FBXL4 FBXO43 FDFT1 FDXR FERMT1 FEZF1 FGD1 FGF10 FGF17 FGF20 FGF8 FGFR1 FGFR2 FGFR3 FGFRL1 FH FIG4 FIGLA FKBP6 FKRP FKTN FLCN FLI1 FLNA FLRT3 FLT1 FMR1 FOCAD FOS FOXA2 FOXC1 FOXE1 FOXF1 FOXH1 FOXL2 FRAS1 FREM1 FREM2 FSCN2 FSHB FSHR FSIP2 FUZ FXR1 FZD2 GABRD GAD1 GAS1 GATA1 GATA2 GATA3 GATA4 GATAD2B GBA2 GCLC GFRA1 GGN GH1 GHR GLI1 GLI2 GLI3 GLYCTK GMNN GMPPB GNA11 GNAO1 GNAS GNB2 GNRH1 GNRHR GP1BB GPC3 GPC4 GPR101 GPR161 GRB10 GREB1L GREM1 GRIA3 GRIN1 GRIP1 GRM7 GSTM3 GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GUCA1B H19 H4C11 H4C9 HARS2 HBA1 HBA2 HCCS HDAC8 HEATR3 HEPACAM HERC1 HERC2 HES7 HESX1 HFE HFM1 HGD HGSNAT HHAT HID1 HIRA HLA-DPA1 HLA-DPB1 HLA-DRB1 HMGA2 HMOX1 HNF1A HNF1B HNRNPH1 HNRNPR HOXA13 HOXD13 HS6ST1 HSD17B3 HSD17B4 HSD3B2 HSPG2 HUWE1 HYLS1 HYMAI IDH1 IDH2 IDH3A IDH3B IER3IP1 IFIH1 IFT140 IFT172 IFT27 IFT74 IFT80 IFT81 IFT88 IGF2 IGHG2 IGKC IL10RB IL17F IL17RA IL17RC IL17RD IMPDH1 IMPG1 IMPG2 INPP5E INPP5K INSR INTU IPO8 IQCN IRF6 ISL1 ITGA8 JAK3 JMJD1C KANSL1 KAT5 KAT6B KATNIP KCNA1 KCNAB2 KCNH1 KCNJ6 KCNMA1 KCNN3 KCNN4 KCNQ1 KCNQ1OT1 KCNU1 KDM1A KDM3B KDM5B KDM5C KDM6A KEAP1 KIAA0586 KIAA0753 KIAA1549 KIF14 KIF7 KIFBP KISS1 KISS1R KIZ KLF1 KLF6 KLHL10 KLHL15 KLHL40 KLHL41 KLHL7 KLLN KMT2D KRAS KRT5 LAMA5 LARGE1 LARS2 LEP LEPR LETM1 LFNG LHB LHCGR LHX1 LHX4 LIG4 LIMK1 LIPE LMNA LMNB2 LMOD3 LMX1B LONP1 LRAT LRP2 LRPPRC LSM11 LSS LUZP1 LZTFL1 LZTR1 MAB21L1 MAB21L2 MAD1L1 MAD2L2 MADD MAGEL2 MAK MAMLD1 MAP2K1 MAP3K1 MAP3K7 MAPRE2 MBD4 MBD5 MBTPS2 MC2R MCC MCM8 MCTP2 MDM2 MECP2 MED12 MED12L MED25 MEG3 MEGF8 MEIOB MERTK MESP2 METTL23 METTL27 MID1 MIF MINPP1 MKKS MKRN3 MKS1 MLH1 MLH3 MLXIPL MMP14 MMP2 MMP23B MNX1 MOGS MOV10L1 MPLKIP MRAP MRE11 MRPS22 MSH2 MSH3 MSH4 MSH5 MSH6 MSX1 MT-CYB MTM1 MTOR MXI1 MYC MYH3 MYMK MYMX MYRF NAA10 NAB2 NANOS1 NBN NCF1 NDN NDNF NDP NDUFA6 NDUFA8 NDUFB11 NDUFB7 NDUFS4 NEB NECTIN1 NEK1 NEK2 NELFA NEUROD2 NEXMIF NF2 NHLH2 NHP2 NIN NIPBL NKX2-1 NNT NOBOX NODAL NOP10 NOTCH2 NPAP1 NPHP1 NPM1 NR0B1 NR2E3 NR2F2 NR3C1 NR5A1 NRAS NRL NSD1 NSD2 NSMF NSUN2 NTHL1 NUP107 NXN OBSL1 OCA2 OFD1 OGT OPCML OPHN1 ORC1 ORC4 ORC6 OTUD5 OTX2 PAFAH1B1 PAICS PALB2 PALLD PANX1 PARN PATL2 PAX3 PAX6 PBX1 PCARE PCNT PDE11A PDE4D PDE6A PDE6B PDE6G PDGFRL PDHA2 PDPN PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PHF21A PHF6 PHF8 PHGDH PHKA2 PHKB PHKG2 PI4KA PIEZO2 PIGA PIGG PIGN PIGP PIGQ PIK3CA PIK3R1 PITX2 PLA2G2A PLAG1 PLAGL1 PLG PLIN1 PMFBP1 PMM2 PMS1 PMS2 PNKP PNLDC1 PNPLA6 POC1A POFUT1 POGLUT1 POLA1 POLD1 POLE POLR1B POLR1C POLR1D POLR3A POLR3H POMGNT1 POMGNT2 POMK POMT1 POMT2 POR PORCN POU1F1 PPARG PPP1R12A PPP2R1A PPP2R3C PQBP1 PRCD PRDM13 PRDM16 PRKACA PRKACB PRKAR1A PRKCZ PRKDC PRKN PRLR PROK2 PROKR2 PROM1 PROP1 PRPF3 PRPF31 PRPF4 PRPF6 PRPF8 PRPH2 PRPS1 PRRX1 PRTN3 PSENEN PSMB8 PSMC1 PSMC3IP PSMD12 PSPH PTCH1 PTDSS1 PTEN PTPN11 PTPN12 PTPN22 PTPRF PTPRJ PTRH2 PUF60 PWAR1 PWRN1 QRICH2 RAB18 RAB23 RAB3GAP1 RAB3GAP2 RABL3 RAC1 RAC3 RAD21 RAD50 RAD51 RAD51C RAD51D RAD54B RAF1 RARB RBBP8 RBM8A RBMY1A1 RBP3 RDH12 RECQL4 REEP6 RELA RERE RET RFC2 RFWD3 RFX7 RGR RHO RIPK4 RIPPLY2 RLBP1 RLIM RNASEH2A RNASEH2B RNASEH2C RNASEL RNF113A RNF212 RNF43 RNU12 RNU4ATAC RNU7-1 ROBO1 ROM1 ROR2 RP1 RP1L1 RP2 RP9 RPE65 RPGR RPGRIP1 RPGRIP1L RPL10 RPL10L RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS6KA3 RPS7 RREB1 RSPO1 RSPO2 RTEL1 RTL1 RTTN RXYLT1 RYR1 SAG SALL1 SALL4 SAMD9 SAMHD1 SATB2 SC5D SCAPER SCLT1 SCN1B SCN2A SCUBE3 SDCCAG8 SDHB SDHC SDHD SEC23B SEC24C SEMA3A SEMA3E SEMA4A SEPTIN12 SERPINA1 SETBP1 SETD2 SETD5 SF3B4 SGPL1 SHH SHOC1 SIAH1 SIK1 SIL1 SIM1 SIN3A SIX3 SIX6 SKI SKIC3 SLC11A1 SLC25A10 SLC25A22 SLC25A24 SLC26A9 SLC29A3 SLC31A1 SLC32A1 SLC34A2 SLC35A2 SLC37A4 SLC39A4 SLC6A14 SLC6A17 SLC7A14 SLC9A3 SLX4 SMAD3 SMAD4 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMCHD1 SMG8 SMO SMS SNORD115-1 SNORD116-1 SNRNP200 SNRPN SOHLH1 SOX10 SOX11 SOX2 SOX3 SOX4 SOX9 SPAG17 SPATA16 SPATA7 SPECC1L SPEF2 SPEN SPIDR SPINT2 SPRED1 SPRY4 SPTBN1 SRA1 SRC SRCAP SRD5A2 SRY SSR4 SSX1 STAG1 STAG3 STAR STAT6 STK11 STOX1 STRA6 STRC STS STT3A STT3B STX1A STXBP1 SUCLG1 SUFU SUN5 SUZ12 SYCE1 SYCP3 SYNGAP1 TAC3 TACR3 TAF4B TALDO1 TAPT1 TARS1 TBC1D20 TBC1D24 TBCE TBL1XR1 TBL2 TBX1 TBX15 TBX22 TBX3 TBX4 TBX6 TCF12 TCF4 TCOF1 TCTN1 TCTN2 TCTN3 TDGF1 TDRD9 TEKT3 TERB1 TERB2 TERC TERT TEX11 TEX14 TEX15 TFAP2A TGFB1 TGFBR1 TGFBR2 TGIF1 THOC2 THOC6 TINF2 TLR2 TMCO1 TMEM107 TMEM216 TMEM231 TMEM237 TMEM270 TMEM63A TMEM67 TMEM70 TMEM94 TNFAIP3 TNXB TOE1 TOGARAM1 TONSL TOPORS TP53 TP63 TRAF3IP2 TRAIP TREX1 TRIM32 TRIM8 TRIP13 TRPM3 TRPV6 TRRAP TSC1 TSC2 TSGA10 TSPY1 TSPYL1 TSR2 TTC21A TTC29 TTC8 TUB TUBB TUBB8 TULP1 TWIST2 TWNK TXNDC15 TXNRD2 TYMS UBA1 UBE2A UBE2T UBE3B UBE4B UBR1 UBR7 UFD1 UNG UPB1 USB1 USF3 USH2A USP26 USP7 USP9X USP9Y VAC14 VAMP7 VANGL1 VHL VPS35L VPS37D WASHC5 WDPCP WDR11 WDR19 WDR35 WEE2 WNT10A WNT3 WNT4 WNT5A WNT7A WNT7B WNT9B WRAP53 WRN WT1 WWOX XPA XPC XRCC2 XRCC4 YWHAE ZEB2 ZFHX3 ZFPM2 ZFTA ZIC2 ZMIZ1 ZMPSTE24 ZMYM2 ZMYND15 ZNF408 ZNF513 ZNF699 ZPBP ZPR1 ZSWIM7 HP_ABNORMAL_RESPIRATORY_MOTILE_CILIUM_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_RESPIRATORY_MOTILE_CILIUM_MORPHOLOGY ARMC2 CCDC103 CCDC39 CCDC40 CFAP298 CFAP300 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF5 DNAH11 DNAH7 DNAH9 DNAI1 DNAI2 DNAJB13 DNAL1 NME5 NME8 ODAD1 ODAD3 RSPH3 RSPH4A RSPH9 SPAG1 TTC12 ZMYND10 HP_ABNORMAL_RESPIRATORY_MOTILE_CILIUM_PHYSIOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_RESPIRATORY_MOTILE_CILIUM_PHYSIOLOGY CCDC103 CCDC39 CCDC40 CCDC65 CCNO CFAP298 CFAP300 CFAP74 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAL1 DRC1 GAS8 HYDIN NME8 ODAD1 ODAD2 ODAD3 RSPH1 RSPH3 RSPH4A RSPH9 SPAG1 STK36 TTC12 ZMYND10 HP_ABNORMAL_RESPIRATORY_SYSTEM_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_RESPIRATORY_SYSTEM_MORPHOLOGY AAGAB AARS1 AARS2 AASS ABCA12 ABCA3 ABL1 ACADVL ACE ACP5 ACTA1 ACTA2 ACTC1 ACTN4 ACVR2B ACVRL1 ADA ADA2 ADAMTS19 ADAMTS2 ADAMTS3 ADAMTSL2 ADARB1 ADGRG6 ADNP AFF4 AGA AGGF1 AGR2 AGRN AGT AGTR1 AHDC1 AICDA AK2 AKT1 ALB ALDH18A1 ALDH1A2 ALG12 ALG14 ALG3 ALG9 ALMS1 ALOX12B ALOXE3 ALPL ALX1 ALX3 AMER1 ANG ANKFY1 ANLN ANO3 ANXA11 AP3B1 AP3D1 APC APC2 APOE APOL1 ARHGAP24 ARHGAP31 ARHGDIA ARHGEF1 ARID1A ARID1B ARID2 ARL2BP ARMC2 ARNT2 ARPC1B ARSB ARSL ARVCF ASAH1 ASCC1 ASPRV1 ASXL1 ASXL3 ATM ATP11A ATP5F1A ATP6V0A1 ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 ATRX ATXN2 B2M B3GALT6 B3GLCT BACH2 BAP1 BAZ1B BCL10 BCL11A BCL11B BCL2 BCL6 BCL7B BCOR BCR BGN BIRC3 BLM BLNK BLTP1 BMP15 BMP2 BMPER BMPR2 BNC1 BRAF BRCA1 BRCA2 BRF1 BRIP1 BTD BTK BTNL2 BUB1 BUB1B BUB3 BUD23 C1QB C2CD3 C3 C4A C4B CACNA1B CACNA1C CALCRL CAPN15 CARD10 CARD11 CARMIL2 CARS1 CASP10 CASP8 CASR CAT CAV1 CAVIN1 CBL CC2D2A CCBE1 CCDC103 CCDC22 CCDC39 CCDC40 CCDC65 CCN2 CCND1 CCNF CCNO CCNQ CCR1 CCR6 CD19 CD247 CD27 CD28 CD2AP CD3D CD3E CD3G CD4 CD40LG CD46 CD55 CD79A CD79B CD81 CD8A CDC42 CDC45 CDCA7 CDKN2A CDON CDT1 CEACAM3 CEACAM6 CENPE CEP120 CEP55 CEP57 CFAP221 CFAP298 CFAP300 CFAP410 CFAP45 CFAP52 CFAP53 CFAP74 CFB CFH CFI CFTR CHAMP1 CHAT CHCHD10 CHD7 CHEK2 CHMP2B CHRM3 CHRNA1 CHRND CHRNG CHST14 CHUK CIITA CILK1 CIROP CITED2 CLCA4 CLCN7 CLEC7A CLIP2 CLPB CNTN1 COG4 COG6 COL11A1 COL11A2 COL12A1 COL13A1 COL14A1 COL17A1 COL2A1 COL3A1 COL4A3 COL4A5 COL4A6 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 COL7A1 COLQ COMT COPA COQ7 COQ8B CORO1A CPLX1 CR2 CRB2 CREBBP CRELD1 CRKL CRLF1 CRTAP CSF2RA CSF2RB CSPP1 CTBP1 CTC1 CTCF CTLA4 CTNNA2 CTNNB1 CTNNBL1 CTPS1 CTRC CTSC CTSK CUX1 CXCR4 CYBA CYBB CYBC1 CYP27A1 CYP2A6 CYP4F22 DAAM2 DAO DCHS1 DCLRE1C DCTN1 DCTN4 DDR2 DDRGK1 DDX3X DDX59 DEAF1 DEF6 DGCR2 DGCR6 DGCR8 DHCR24 DHCR7 DIAPH1 DICER1 DIP2B DIS3L2 DISP1 DKC1 DLK1 DLL1 DLL3 DLL4 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH7 DNAH9 DNAI1 DNAI2 DNAJB13 DNAJB4 DNAJC21 DNAJC30 DNAL1 DNASE1 DNASE1L3 DNMT3B DOCK2 DOCK6 DOCK8 DOK7 DONSON DPAGT1 DPF2 DPM2 DPP9 DPYSL5 DRC1 DSE DSG1 DSP DTYMK DVL3 DYM DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DZIP1L EBP ECM1 EDA EDARADD EDN1 EDNRA EDNRB EFEMP2 EFL1 EGFR EHHADH EHMT1 EIF2AK4 EIF4A3 EIF4H ELANE ELF4 ELN ELP1 EMC1 EMG1 EMILIN1 EMP2 ENG EOGT EP300 EPG5 EPHA4 EPHB4 EPM2A ERAP1 ERBB2 ERBB4 ERCC2 ERCC3 ERCC4 ERCC6 ERF ESS2 ETFA ETFB ETFDH EVC EVC2 EWSR1 EXOSC9 EXT1 EXT2 EXTL3 F12 F5 FADD FAM111B FAM13A FAM20C FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FARSA FARSB FAS FASLG FAT4 FBLN5 FBN1 FBN2 FBXO28 FBXW7 FCGR2A FCGR2B FCGR3A FCGR3B FCHO1 FCN3 FCSK FERMT1 FGF10 FGF20 FGF8 FGFR1 FGFR2 FGFR3 FIG4 FIP1L1 FKBP6 FLCN FLI1 FLII FLNA FLNB FLNC FLT4 FMO3 FMR1 FNIP1 FOCAD FOXC2 FOXE1 FOXE3 FOXF1 FOXH1 FOXI1 FOXJ1 FOXN1 FOXP1 FOXP2 FOXP3 FRA10AC1 FRAS1 FREM1 FREM2 FSHR FUCA1 FUS FUT8 FUZ G6PC3 GAA GABRG2 GALC GALNS GAPVD1 GAS1 GAS2L2 GAS8 GATA1 GATA2 GATA4 GATA6 GATM GBA1 GCLC GDF1 GDF2 GEMIN4 GFI1 GFM2 GFRA1 GIMAP5 GIPC1 GJA1 GLA GLB1 GLDN GLE1 GLI1 GLI2 GLI3 GLMN GLT8D1 GLUL GMNN GNPTAB GNS GORAB GP1BB GPC3 GPC4 GPC6 GPKOW GPR35 GREB1L GRHL3 GRIA1 GRIN2A GRIP1 GSN GSTM3 GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GUF1 GUSB H19 H3-3A H3-3B H4C3 H4C5 HAAO HACD1 HBB HBG1 HBG2 HCK HDAC4 HELLPAR HELLS HERC2 HES7 HESX1 HEY2 HFE HGSNAT HIRA HK1 HLA-B HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRB1 HMOX1 HNRNPA1 HNRNPR HOXD13 HPGD HPS1 HPS4 HPS6 HRAS HS3ST6 HSPG2 HYDIN HYLS1 HYOU1 ICOS IDH1 IDS IDUA IER3IP1 IFIH1 IFNG IFNGR1 IFT122 IFT140 IFT172 IFT43 IFT80 IFT81 IGBP1 IGHG2 IGHM IGKC IGLL1 IGSF3 IKBKB IKBKG IKZF1 IL10 IL10RB IL12A IL12A-AS1 IL12B IL12RB1 IL17F IL17RA IL17RC IL1RN IL21 IL21R IL23R IL2RA IL2RB IL2RG IL6 IL6R IL6ST IL7R INF2 INPPL1 INTU INVS IPO8 IQSEC2 IRAK1 IRAK4 IRF1 IRF2BP2 IRF4 IRF5 IRF8 IRF9 ITCH ITGA3 ITGA7 ITGA8 ITK ITPR1 IVNS1ABP JAG1 JAGN1 JAK3 JMJD1C KANSL1 KAT6A KAT6B KATNIP KCNJ10 KCNJ2 KCNJ6 KCNMA1 KCNN4 KDM5C KDM6A KEAP1 KIAA0319L KIAA0586 KIAA0753 KIF11 KIF1A KIF1B KIF20A KIF21A KIF22 KIF7 KITLG KLF1 KLHL40 KLHL41 KLRC4 KMT2C KMT2D KNSTRN KPTN KRAS KRT14 KRT5 LACC1 LAMA2 LAMA3 LAMB2 LAMB3 LAMC2 LAMTOR2 LAT LBR LCK LEP LEPR LETM1 LFNG LGI4 LIFR LIG1 LIG4 LIMK1 LIPN LMBRD1 LMNA LMNB1 LMOD3 LONP1 LOX LPIN2 LRBA LRIF1 LRP12 LRP4 LRPPRC LRRC56 LRRC8A LTBP1 LTBP3 LTBP4 LYST LZTR1 MAD2L2 MAGEL2 MAGI2 MAGT1 MALT1 MAN2B1 MANBA MAP2K1 MAP3K20 MAP3K7 MAP3K8 MAPK1 MARS1 MARS2 MASP2 MAT2A MATR3 MBTPS2 MCIDAS MCM4 MCTP2 MDFIC MDM2 MDM4 MECP2 MED12 MED25 MEFV MEG3 MEGF10 MEIS2 MESP2 METTL27 MFAP5 MGAT2 MGP MID1 MIF MIR140 MITF MKKS MKRN3 MKS1 MLH1 MLX MLXIPL MMP1 MMP21 MOGS MPDU1 MPEG1 MPLKIP MRAS MRPS22 MS4A1 MSH2 MSH4 MSH6 MSN MST1 MST1R MT-CYB MTHFD1 MTM1 MTO1 MUC5B MUSK MYBPC3 MYCN MYD88 MYH11 MYH3 MYH6 MYH7 MYL2 MYL9 MYLK MYMK MYMX MYO1E MYO1H MYO5A MYO9A MYOD1 MYPN MYRF MYSM1 NAA10 NAB2 NABP1 NADK2 NAE1 NAF1 NAGLU NBN NCF1 NCF2 NCF4 NCKAP1L NDN NDUFA6 NDUFAF6 NDUFB10 NDUFC2 NEB NECTIN1 NEFH NEK1 NEK10 NEK8 NEK9 NELFA NEPRO NEU1 NF1 NFASC NFE2L2 NFIX NFKB1 NFKB2 NFKBIA NGLY1 NHLRC1 NHLRC2 NHP2 NIN NIPA1 NIPA2 NIPAL4 NIPBL NKX2-1 NKX2-5 NKX2-6 NLRC4 NLRP1 NLRP12 NME5 NME8 NOD2 NODAL NOP10 NOS1 NOTCH1 NOTCH2 NOTCH2NLC NOTCH3 NPAP1 NPC2 NPHP3 NPHS1 NPHS2 NPM1 NR1H4 NR5A1 NRAS NRCAM NSD1 NSD2 NSDHL NSMCE3 NTRK1 NUMA1 NUP107 NUP133 NUP160 NUP205 NUP214 NUP37 NUP85 NUP88 NUP93 NXN OAS1 OCA2 OCRL ODAD1 ODAD2 ODAD3 ODAD4 OFD1 OPTN ORC1 ORC4 ORC6 OSTM1 OTUD5 OTX2 P4HA2 P4HTM PABPN1 PAFAH1B1 PAICS PAK2 PALB2 PANK2 PARN PAX2 PAX3 PAX6 PCGF2 PCNT PDE11A PDGFRA PDGFRB PDHA1 PEPD PERP PET117 PEX1 PEX13 PEX5 PFN1 PGM3 PHGDH PHIP PI4KA PIEZO1 PIEZO2 PIGA PIGG PIGL PIGN PIGO PIGT PIK3CA PIK3CD PIK3CG PIK3R1 PKD1L1 PKDCC PKHD1 PKP1 PLA2G6 PLCE1 PLCG2 PLCH1 PLD1 PLEC PLG PLOD1 PLP1 PLVAP PLXND1 PML PMM2 PNP POLA1 POLE POLG POLR1B POLR1C POLR1D POLR2A POLR3A POLR3H PON1 PON2 PON3 POR PORCN POT1 POU6F2 PPARGC1A PPM1D PPP1CB PPP1R21 PPP2R1B PRG4 PRIM1 PRKACA PRKACB PRKAG2 PRKAR1A PRKCD PRKDC PRKG1 PRKN PRMT7 PROKR2 PRPH PRPS1 PRRX1 PRSS1 PRSS2 PRTN3 PSAP PSMB4 PSMB8 PSMB9 PSMC3IP PTCD3 PTCH1 PTEN PTH1R PTPN11 PTPN22 PTPRO PUF60 PURA PWAR1 PWRN1 PYROXD1 RAB27A RAB3GAP2 RAC1 RAC2 RAD51 RAD51C RAF1 RAG1 RAG2 RAI1 RALGAPA1 RANBP2 RAPSN RARA RARB RASA1 RASA2 RASGRP1 RB1 RBM10 RBPJ RCBTB1 REEP1 REL RELA RELB REN REST RET RFC2 RFT1 RFWD3 RFX5 RFX7 RFXANK RFXAP RHOH RILPL1 RIN2 RIPK1 RIPK4 RIPPLY2 RIT1 RLIM RMRP RNF113A RNF125 RNF168 RNU4ATAC ROBO1 ROR2 RPA1 RPGR RPL10 RPL5 RPS15A RRAS RRAS2 RREB1 RSPH1 RSPH3 RSPH4A RSPH9 RSPO1 RSPO2 RSPRY1 RTEL1 RTL1 RUNX2 RYR1 SALL1 SALL4 SAMD9 SAMD9L SASH3 SAT1 SATB1 SATB2 SBDS SCARB2 SCARF2 SCN10A SCN11A SCN4A SCN9A SCNN1A SCNN1B SCNN1G SCUBE3 SDCCAG8 SDHD SDR9C7 SEC24C SELENON SEMA3E SEMA4D SERPINA1 SERPINF2 SERPING1 SERPINH1 SETBP1 SETD2 SF3B2 SF3B4 SFRP4 SFTPA1 SFTPA2 SFTPB SFTPC SGCG SGSH SH2D1A SH3KBP1 SHH SHROOM4 SIAH1 SIK1 SIM1 SIX2 SIX3 SKIC2 SKIC3 SLC11A1 SLC12A2 SLC12A6 SLC18A3 SLC1A4 SLC22A18 SLC25A1 SLC25A22 SLC25A24 SLC26A2 SLC26A4 SLC26A9 SLC29A3 SLC2A10 SLC31A1 SLC34A1 SLC34A2 SLC35A1 SLC35C1 SLC37A4 SLC39A7 SLC41A1 SLC46A1 SLC52A3 SLC5A7 SLC6A14 SLC7A7 SLC9A3 SLCO2A1 SLF2 SLX4 SMAD2 SMAD3 SMAD4 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCD2 SMARCE1 SMC1A SMCHD1 SMG8 SMN1 SMO SMPD1 SNAI2 SNAP25 SNAP29 SNIP1 SNORD115-1 SNORD116-1 SNRPB SNRPN SNX10 SOCS1 SOD1 SON SOS1 SOS2 SOX10 SOX11 SOX18 SOX2 SOX3 SOX4 SOX9 SP110 SPAG1 SPECC1L SPEF2 SPI1 SPIDR SPINK1 SPINK5 SPP1 SPRED1 SPRED2 SPTBN1 SPTBN4 SQSTM1 SREBF1 SRP19 SRP54 SRPX2 STAG2 STAT1 STAT3 STAT4 STAT5B STAT6 STIL STING1 STK11 STK36 STK4 STN1 STRA6 STX1A STX3 STXBP2 SUCLG1 SULT2B1 SYK SYT1 SYT2 TAF1 TAF15 TAFAZZIN TAOK1 TAP1 TAP2 TAPBP TAPT1 TARDBP TARS1 TASP1 TBC1D23 TBC1D24 TBC1D8B TBCD TBCE TBK1 TBL1XR1 TBL2 TBX1 TBX20 TBX3 TBX5 TBX6 TCEAL1 TCF3 TCF4 TCIRG1 TCOF1 TCTN3 TDGF1 TECPR2 TERC TERT TET2 TFG TFRC TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGIF1 TGM1 THOC2 THSD4 TIMM8A TIMMDC1 TINF2 TK2 TLL1 TLR4 TMCO1 TMEM260 TMEM270 TMEM94 TNFRSF11A TNFRSF13B TNFRSF13C TNFRSF1A TNFRSF1B TNFRSF9 TNFSF11 TNFSF12 TNNI3 TNNT2 TOM1 TONSL TP53 TP63 TP73 TPM2 TPM3 TPP2 TRAC TRAF3IP1 TRAF3IP2 TRAF7 TRAIP TREM2 TREX1 TRIM2 TRIM28 TRIM37 TRIP11 TRIP13 TRIP4 TRPC6 TRPS1 TRPV3 TRPV4 TRRAP TSC1 TSC2 TSPYL1 TTC12 TTC21B TTC26 TTC7A TTR TUBA1A TUBG1 TXNDC15 TYK2 TYMS TYR UBA1 UBA2 UBAC2 UBB UBE2A UBE2T UBE3B UBQLN2 UFC1 UFD1 UGP2 UMPS UNC119 UNC13A UNG UQCRH USB1 USP18 USP26 USP9X VAMP1 VANGL1 VAPB VARS1 VCP VHL VPS13B VPS33A VPS35L VPS37D VPS51 WAC WARS2 WAS WASHC5 WBP11 WDR1 WDR19 WDR26 WDR35 WIPF1 WNT3 WNT4 WNT7A WNT7B WNT9B WRAP53 WRN WT1 XIAP XPNPEP2 XRCC2 YARS1 ZAP70 ZBTB16 ZBTB24 ZBTB7A ZCCHC8 ZEB2 ZFPM2 ZFTA ZIC2 ZIC3 ZMPSTE24 ZMYND10 ZNF341 ZNF668 ZNF699 ZNFX1 ZNHIT3 ZNRF3 ZSWIM7 HP_ABNORMAL_RESPIRATORY_SYSTEM_PHYSIOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_RESPIRATORY_SYSTEM_PHYSIOLOGY AAAS AARS1 ABCA12 ABCA3 ABCB11 ABCB4 ABCC6 ABCC9 ABCD4 ABCG5 ABCG8 ACADM ACADS ACADSB ACADVL ACAN ACAT1 ACE ACOX1 ACP5 ACTA1 ACTA2 ACTC1 ACTN2 ACVR1 ACVRL1 ACY1 ADA ADAM22 ADAMTS13 ADAMTS3 ADCY6 ADGRG1 ADGRG6 ADNP ADPRS AFF3 AFF4 AGGF1 AGK AGO2 AGR2 AGRN AGT AGTPBP1 AGTR1 AHCY AHDC1 AHI1 AIFM1 AIP AK9 AKT1 ALAD ALAS2 ALDH1A2 ALDH7A1 ALG1 ALG12 ALG14 ALG9 ALMS1 ALOX5 ALPL AMER1 AMT ANG ANXA11 AP3D1 APC APOB ARCN1 ARHGAP31 ARL13B ARL2BP ARL3 ARL6 ARMC9 ARSB ARSL ARV1 ARVCF ARX ASAH1 ASCC1 ASCL1 ASNS ASXL1 ATAD1 ATL1 ATL3 ATN1 ATP11A ATP13A3 ATP1A2 ATP1A3 ATP5F1A ATP5F1B ATP5F1D ATP5F1E ATP5MK ATP6V1B2 ATP8B1 ATPAF1 ATPAF2 ATRX ATXN1 ATXN2 ATXN8OS B3GALT6 B9D1 B9D2 BAG3 BANF1 BAP1 BBS1 BCHE BCL11B BCOR BDNF BICD2 BIN1 BLM BLNK BMP2 BMPER BMPR2 BOLA3 BRAF BRAT1 BSCL2 BTD BTK BTNL2 BUB1 BUB1B BUB3 C2CD3 C4A C4B CA2 CA5A CABP4 CACNA1A CACNA1C CACNA1D CACNA1H CACNA1I CACNA1S CACNA2D1 CAMK2B CANT1 CARD10 CARD11 CARMIL2 CARS1 CASK CASP8 CASR CAV1 CBS CBY1 CC2D2A CCBE1 CCDC103 CCDC174 CCDC28B CCDC39 CCDC40 CCDC47 CCDC65 CCL11 CCN2 CCNF CCNO CCR1 CCR6 CD19 CD40LG CD55 CD79A CD79B CD81 CDC42BPB CDC45 CDC6 CDK13 CDKL5 CDKN1C CDON CDSN CDT1 CEACAM3 CEACAM6 CEP104 CEP120 CEP290 CEP41 CEP57 CFAP221 CFAP298 CFAP300 CFAP410 CFAP45 CFAP52 CFAP74 CFL2 CFTR CHAMP1 CHAT CHCHD10 CHD7 CHMP2B CHRNA1 CHRNA2 CHRNA4 CHRNB1 CHRNB2 CHRND CHRNE CHRNG CHST3 CISD2 CITED2 CIZ1 CLCA4 CLCF1 CLCN6 CLCN7 CLCNKB CLEC7A CLPB CNOT1 CNTN1 CNTNAP1 CNTNAP2 COA6 COA8 COG1 COG7 COL11A1 COL11A2 COL12A1 COL13A1 COL1A1 COL1A2 COL25A1 COL2A1 COL3A1 COL4A5 COL4A6 COL6A1 COL6A2 COL6A3 COLQ COMT COPA COQ2 COQ4 COQ7 COQ9 COX11 COX14 COX4I2 COX5A COX6A2 COX6B1 COX7B COX8A CPLANE1 CPOX CPS1 CPT2 CR2 CREBBP CRH CRLF1 CRLS1 CRPPA CRYAB CSF2RA CSF2RB CSGALNACT1 CSPP1 CTCF CTLA4 CTNNB1 CTSD CTSK CUL7 CYB5A CYB5R3 CYBA CYBB CYBC1 CYP27A1 D2HGDH DAG1 DAO DAXX DBH DCTN1 DCTN4 DCX DDB1 DDC DDR2 DDRGK1 DDX3X DDX41 DEF6 DEPDC5 DES DHX16 DISC1 DISP1 DKC1 DKK1 DLEC1 DLK1 DLL1 DLL3 DLL4 DMD DMPK DNA2 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAJB4 DNAJB6 DNAJC21 DNAL1 DNASE1L3 DNM1L DNM2 DOCK6 DOCK8 DOK7 DOLK DPAGT1 DPH1 DPH2 DPH5 DPM1 DPM2 DPP9 DPYD DRC1 DSC2 DSG2 DSP DST DTYMK DYM DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYSF DZIP1L ECHS1 EDA EDN1 EDN3 EDNRA EFEMP2 EFTUD2 EGR2 EIF2AK4 ELN ELOVL4 ELP1 EMD ENG ENPP1 EOGT EOMES EP300 EPHA4 EPHB4 EPOR ERAP1 ERBB3 ERBB4 ERCC2 ERCC3 ERF ERGIC1 ETFA ETFB ETFDH EXOC2 EXOSC3 EXOSC8 EXOSC9 EXT2 F12 F13A1 F2 F8 FAM111B FAM13A FAM149B1 FAM20C FARS2 FARSA FARSB FAS FAT4 FBLN5 FBN1 FBP1 FBXO28 FCGR2A FCGR3A FCSK FDX2 FGF13 FGF8 FGFR1 FGFR2 FGFR3 FHL1 FIG4 FIP1L1 FKBP10 FKRP FKTN FLAD1 FLCN FLG FLNA FLNB FLNC FOCAD FOXE1 FOXE3 FOXF1 FOXG1 FOXH1 FOXI1 FOXJ1 FOXP1 FOXP2 FOXP3 FOXRED1 FREM2 FRG1 FUS FXR1 FZR1 G6PC3 GAA GABBR2 GABRA1 GABRA3 GABRB3 GABRG2 GALC GALK1 GALNS GARS1 GAS1 GAS2L2 GAS8 GATA2 GATA4 GATA5 GATA6 GBA1 GCLC GDAP1 GDF2 GDNF GET3 GFPT1 GFRA1 GGPS1 GGT1 GIPC1 GJA5 GLA GLB1 GLE1 GLI2 GLI3 GLRA1 GLS GLT8D1 GLUL GLYCTK GM2A GMNN GMPPA GMPPB GNA11 GNAI3 GNAQ GNAS GNB1 GNB2 GNE GNPTAB GOSR2 GP1BA GP1BB GP9 GPC3 GPC4 GPHN GPR101 GPX4 GRB10 GRHL2 GRIK2 GRIN1 GRIN2A GRM7 GSC GSN GSTM3 GTF2E2 GTF2H5 GTPBP3 GUSB GYG1 H4C5 HABP2 HACD1 HADHA HADHB HBB HCCS HCK HDAC4 HEPHL1 HERC2 HES7 HEXA HEY2 HFE HIBCH HIRA HLA-B HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRB1 HLA-G HLCS HMBS HMGA2 HMGCL HMOX1 HNMT HNRNPA1 HNRNPA2B1 HNRNPK HOXA1 HPDL HPS1 HPS4 HRAS HSD3B2 HSPD1 HSPG2 HTRA2 HYDIN HYLS1 HYMAI IBA57 ICOS IDH1 IDS IDUA IFIH1 IFNG IFNGR1 IFT140 IFT172 IFT52 IFT74 IFT80 IFT81 IGF2 IGHG2 IGHM IGHMBP2 IGKC IGLL1 IKBKG IKZF1 IL10 IL12A IL12A-AS1 IL12B IL13 IL17F IL17RA IL17RC IL1RN IL21R IL23R IL2RG IL4R IL6ST INPP5E INPP5K INPPL1 INVS IPO8 IRAK1 IRF2BP2 IRF4 IRF5 IRF6 ISCU ITCH ITGA3 ITGA7 JAG1 JAG2 JAK1 JAK2 JMJD1C JPH2 JRK JUP KARS1 KAT6A KAT6B KATNB1 KATNIP KBTBD13 KCNA1 KCNA5 KCNE1 KCNE2 KCNE3 KCNJ10 KCNJ11 KCNJ18 KCNJ2 KCNJ3 KCNJ5 KCNJ6 KCNK3 KCNN4 KCNQ1 KCNQ2 KCNQ3 KCNT1 KIAA0319L KIAA0586 KIAA0753 KIF20A KIF21A KIF22 KIF5A KIF7 KIT KLHL24 KLHL40 KLHL41 KLHL7 KLRC4 KMT2D KNSTRN KRAS KRT16 KRT17 KRT18 KRT6A KRT6B KYNU LAMA2 LAMA3 LAMB2 LAMB3 LAMC2 LAMP2 LARGE1 LARP7 LARS2 LAT LBR LBX1 LDLR LDLRAP1 LFNG LGI4 LIAS LIFR LIG4 LIPT1 LIPT2 LMNA LMOD3 LMX1B LONP1 LOX LPIN2 LRBA LRP12 LRP4 LRP5 LRPPRC LRRC32 LRRC56 LRRC8A LTBP1 LTBP3 LTBP4 LYRM4 LYRM7 MADD MAGEL2 MAMLD1 MAP3K20 MAP3K7 MAPT MARS1 MAT2A MATR3 MB MCCC1 MCCC2 MCIDAS MCM3AP MCM4 MDFIC MECP2 MED11 MED12 MED25 MED27 MEFV MEG3 MEGF10 MESP2 MFAP5 MFN2 MGAT2 MGME1 MGP MIA3 MICOS13 MID1 MIF MINPP1 MIR140 MKRN3 MKS1 MLX MLYCD MMAA MMAB MMACHC MMP1 MMUT MOG MOGS MORC2 MPC1 MPEG1 MPL MPLKIP MPV17 MPZ MRPL3 MRPS14 MRPS34 MS4A1 MS4A2 MSX1 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TE MT-TF MT-TH MT-TK MT-TL1 MT-TL2 MT-TN MT-TQ MT-TS1 MT-TS2 MT-TT MT-TV MT-TW MTFMT MTHFR MTM1 MTMR14 MTOR MTTP MUC5B MUC7 MUSK MYBPC1 MYBPC3 MYD88 MYF6 MYH11 MYH3 MYH6 MYH7 MYL1 MYL2 MYL3 MYL4 MYLK MYMK MYO1H MYO9A MYOD1 MYOT MYOZ2 MYPN NAA10 NABP1 NACC1 NADK2 NAGS NALCN NAXE NBN NCAPG2 NCF1 NCF2 NCF4 NDE1 NDN NDUFA1 NDUFA10 NDUFA11 NDUFA2 NDUFA6 NDUFA8 NDUFA9 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF6 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB8 NDUFB9 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NEB NECTIN1 NEFH NEK1 NEK10 NEK9 NEMF NF1 NF2 NFASC NFIX NFKB1 NFKB2 NFS1 NFU1 NGLY1 NHLRC2 NKX2-1 NKX2-5 NKX2-6 NLRP3 NME5 NME8 NOD2 NODAL NONO NOS1 NOTCH1 NOTCH2NLC NOTCH3 NPAP1 NPC2 NPHP1 NPHS1 NPM1 NPPA NR1H4 NRXN1 NSF NSUN2 NTNG1 NUBPL NUMA1 NUP155 NUP188 NUP214 NUP88 NUTM2B-AS1 OAS1 OCA2 OCRL ODAD1 ODAD2 ODAD3 ODAD4 ODC1 OFD1 OPA1 OPTN ORAI1 ORC1 ORC4 ORC6 OSTM1 OTX2 OXCT1 P4HA2 P4HTM PAM16 PANK2 PARN PAX2 PAX7 PAX8 PBX1 PCCA PCCB PCGF2 PCK1 PCSK9 PDE6D PDGFB PDHA1 PDSS1 PEPD PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PFN1 PGM1 PGM3 PHOX2B PHYH PI4KA PIBF1 PIEZO1 PIEZO2 PIGA PIGN PIGT PIGY PIK3CA PIK3CD PIK3R1 PIP5K1C PITX2 PKHD1 PKP2 PLA2G6 PLA2G7 PLAA PLAG1 PLAGL1 PLCB3 PLCB4 PLCG2 PLCH1 PLEC PLEKHG5 PLOD1 PLOD2 PLP1 PLPBP PLXND1 PML PMM2 PMP22 PNKD PNPLA2 POGLUT1 POGZ POLG POLG2 POLR1B POLR1C POLR1D POMK POMT1 POMT2 PON1 PON2 PON3 POR PPARGC1A PPCS PPOX PPP1R21 PRDM13 PRIM1 PRKAG2 PRKAR1A PRKAR1B PRKCD PRKCSH PRKG1 PRMT7 PRNP PROC PROS1 PRPH PRPS1 PRR12 PRRT2 PRRX1 PRTN3 PRUNE1 PSAP PSAT1 PTCD3 PTCH1 PTEN PTF1A PTGER2 PTPN22 PTRH2 PUF60 PURA PUS1 PWAR1 PWRN1 PYGM PYROXD1 RAB11B RAC2 RAI1 RALGAPA1 RANBP2 RAPSN RARA RARS2 RBM10 RBPJ RECQL4 REEP1 RELB RELN REN RERE RET RFC1 RFT1 RFX7 RHAG RHCE RHD RIC1 RILPL1 RIPK1 RIPPLY2 RMND1 RMRP RNASEH1 RNASEH2A RNF113A RNF125 RNF13 RNF168 RNF6 RNU4ATAC RPA1 RPGR RPGRIP1L RPL3L RPS26 RPS28 RPS6KA3 RREB1 RRM2B RSPH1 RSPH3 RSPH4A RSPH9 RTEL1 RTL1 RUNX2 RYR1 SARS2 SAT1 SATB2 SBDS SBF2 SCARB2 SCARF2 SCGB3A2 SCN1B SCN2A SCN2B SCN3B SCN4A SCN4B SCN5A SCN8A SCN9A SCNN1A SCNN1B SCNN1G SCO1 SCO2 SCYL2 SDCCAG8 SDHA SDHD SEC24C SEC31A SEC63 SELENON SEMA3E SEPSECS SEPTIN9 SERPINA1 SERPINC1 SERPING1 SERPINH1 SETBP1 SETD2 SF3B4 SFTPA1 SFTPA2 SFTPB SFTPC SGCG SH2B3 SH3BP2 SH3TC2 SHH SHPK SIK1 SIK3 SIM1 SIN3A SIX3 SKI SLC11A1 SLC12A3 SLC12A6 SLC18A2 SLC18A3 SLC19A3 SLC1A3 SLC22A5 SLC25A1 SLC25A12 SLC25A15 SLC25A20 SLC25A21 SLC25A24 SLC25A26 SLC25A3 SLC25A4 SLC25A46 SLC26A2 SLC26A4 SLC26A9 SLC27A4 SLC29A3 SLC2A1 SLC2A10 SLC30A9 SLC31A1 SLC34A2 SLC35A1 SLC37A4 SLC39A7 SLC39A8 SLC41A1 SLC4A1 SLC52A2 SLC52A3 SLC5A7 SLC6A14 SLC6A5 SLC6A9 SLC7A7 SLC9A3 SMAD2 SMAD3 SMAD4 SMAD9 SMARCAL1 SMARCB1 SMARCE1 SMC1A SMC5 SMN1 SMO SMPD1 SMPD4 SMPX SNAP25 SNORD115-1 SNORD116-1 SNRPB SNRPN SNX10 SOD1 SON SOX9 SP110 SPAG1 SPEF2 SPEG SPG11 SPI1 SPINK5 SPOP SPP1 SPTLC1 SPTLC2 SQSTM1 SREBF1 SRP54 SRPX2 SSR4 STAC3 STAG2 STAT1 STAT2 STAT3 STAT4 STAT5B STIL STIM1 STING1 STK36 STN1 STRA6 STT3B STX16 STX1A STXBP1 SUCLA2 SUCLG1 SUFU SURF1 SYNE1 SYNE2 SYT1 SYT2 TAF15 TALDO1 TARDBP TARS1 TBC1D24 TBCD TBCK TBK1 TBL1XR1 TBR1 TBX1 TBX20 TBX21 TBX4 TCF3 TCF4 TCIRG1 TCOF1 TCTN1 TCTN2 TCTN3 TDGF1 TECPR2 TERC TERT TET2 TFAM TFG TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGIF1 THBD THPO THSD1 THSD4 TICAM1 TIMMDC1 TINF2 TK2 TLK2 TLL1 TLR3 TLR4 TMEM107 TMEM126B TMEM138 TMEM216 TMEM218 TMEM231 TMEM237 TMEM43 TMEM67 TMEM70 TNF TNFRSF13B TNFRSF13C TNFSF11 TNFSF12 TNNC1 TNNC2 TNNI3 TNNT1 TNNT2 TNPO3 TOE1 TOGARAM1 TOM1 TOPORS TOR1A TOR1AIP1 TP63 TP73 TPI1 TPM2 TPM3 TRAF3 TRAF3IP2 TRAF7 TRAIP TRAK1 TRAPPC11 TREM2 TRIM2 TRIP11 TRIP13 TRIP4 TRMT10C TRMT5 TRMU TRPM4 TRPV4 TRPV6 TRRAP TSC1 TSC2 TSEN15 TSEN2 TSEN34 TSEN54 TSFM TSPYL1 TTC12 TTC19 TTC21B TTC26 TTN TUBA1A TUBB4A TUFM TWIST1 TWNK TXNDC15 UBA1 UBAC2 UBE2A UBE3B UBQLN2 UFD1 UFM1 UNC13A UNC45A UNC45B UNC80 UNC93B1 UQCRC2 UQCRFS1 USP18 USP7 USP9X VAC14 VAMP1 VAPB VARS2 VCL VCP VHL VMA21 VPS33A VPS51 VRK1 WAC WAS WDR11 WDR19 WDR35 WDR45B WFS1 WIPF1 WT1 WWOX XPNPEP2 XYLT1 XYLT2 YARS2 ZBTB16 ZBTB7A ZC4H2 ZFPM2 ZIC2 ZIC3 ZMPSTE24 ZMYM2 ZMYND10 ZNF148 ZNF423 ZNF699 ZSWIM6 HP_ABNORMAL_RESPONSE_TO_ACTH_STIMULATION_TEST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_RESPONSE_TO_ACTH_STIMULATION_TEST CYP17A1 MC2R NFKB2 POR RBM28 TXNRD2 HP_ABNORMAL_RESPONSE_TO_ENDOCRINE_STIMULATION_TEST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_RESPONSE_TO_ENDOCRINE_STIMULATION_TEST ABCC8 ACP5 ADAT3 ADNP AFF4 AIP AKT1 ALMS1 ARMC5 ARNT2 BAP1 BPTF BRCC3 BTK CDH23 CDKN1C CDON CEP57 CHD7 CTSK CYP17A1 DCAF17 DISP1 DLL1 DNAJC21 DYRK1A EFL1 EIF2S3 ESCO2 FANCF FANCI FEZF1 FGF8 FGFR1 FLNB FOXA2 FOXH1 GAS1 GH1 GHRHR GHSR GLI2 GLI3 GMNN GNAS GNB2 GRB10 GRM7 HERC2 HESX1 HNF1A HSD3B2 IARS2 IGF2 KANSL1 KATNIP KCNJ11 KIAA0753 KMT2A LEPR LHX3 LHX4 MADD MAGEL2 MAP2K2 MC2R MED12 MEN1 MKRN3 MPDU1 MRAP NDN NF2 NFKB2 NHLH2 NKX2-1 NNT NODAL NPAP1 OCA2 OTX2 PCSK1 PDGFB PIK3CA PITX2 PLCH1 PNPLA6 POLE POLR3A POLR3GL POMC POR POU1F1 POU3F4 PREPL PRKAR1A PROP1 PSMD12 PTCH1 PWAR1 PWRN1 RBM28 RFWD3 RNPC3 RRAS2 SBDS SHH SIN3A SIX3 SLC29A3 SLC7A7 SMARCB1 SMARCE1 SMC1A SMO SNORD115-1 SNORD116-1 SNRPN SOX11 SOX3 SRD5A3 SRP54 STAG2 STAR STAT5B STIL STX16 SUFU TBCE TBCK TBX2 TDGF1 TERT TGIF1 THOC2 TMCO1 TMEM67 TP63 TRAF7 TXNRD2 UCP2 VPS13B WASHC5 WDR4 YY1 ZIC2 ZNF148 HP_ABNORMAL_RESPONSE_TO_GLUCAGON_STIMULATION_TEST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_RESPONSE_TO_GLUCAGON_STIMULATION_TEST ABCC8 HNF1A KCNJ11 MED12 UCP2 HP_ABNORMAL_RESPONSE_TO_INSULIN_TOLERANCE_TEST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_RESPONSE_TO_INSULIN_TOLERANCE_TEST GHRHR LHX4 MC2R MRAP NNT POU1F1 STAR TXNRD2 HP_ABNORMAL_RESPONSE_TO_SOCIAL_NORMS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_RESPONSE_TO_SOCIAL_NORMS ADSL ATP10A ATRX BAZ1B BCL7B BUD23 CDKL5 CHAMP1 CLIP2 CSF1R DDX59 DNAJC30 DYRK1A EIF4H ELN FKBP6 GABBR2 GATAD2B GLI3 GRIK2 GRIN1 GTF2I GTF2IRD1 GTF2IRD2 HSD17B10 KANSL1 LIMK1 MAPT MBD5 MECP2 MED13L METTL27 MLXIPL NCF1 NOVA2 NTNG1 NTNG2 OCA2 PDE2A PGAP1 PIGH PIGS POGZ PSEN1 RFC2 SLC6A17 SLC9A6 SMARCA2 SMC1A SNRPN STX1A TBC1D2B TBL2 TELO2 TMEM270 UBE3A VPS37D WDR4 HP_ABNORMAL_RETICULOCYTE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_RETICULOCYTE_MORPHOLOGY ABCB6 ABCG8 ADA2 ADAMTS13 AMN ANK1 BCL11A CASK CASP10 CDAN1 CDIN1 CFH CFHR1 CFHR3 CLCN7 CPOX CUBN EPB41 EPB42 FANCA FANCC FANCD2 FANCE FAS FASLG G6PD GATA1 GCLC GYPC HBB HBG1 HBG2 HEATR3 HK1 IFNG KCNN4 KLF1 MTTP MYSM1 NHLRC2 PFKM PGK1 PIEZO1 PIGA PKLR PRF1 PRKCD RASGRP1 RHAG RHCE RHD RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 SBDS SEC23B SLC2A1 SLC4A1 SPTA1 SPTB STEAP3 TCN2 TERC TERT TSR2 UROS HP_ABNORMAL_RETINAL_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_RETINAL_MORPHOLOGY AARS1 ABCA4 ABCB6 ABCC6 ABCC8 ABHD12 ACBD5 ACD ACO2 ACOX1 ACTA2 ACTB ACTG1 ACTL6B ACVRL1 ADAM9 ADAMTS18 ADAMTSL1 ADAMTSL4 ADAR ADGRV1 AGBL5 AGXT AHI1 AHR AIPL1 AIRE AKT1 ALDH1A3 ALDH3A2 ALDH6A1 ALG12 ALG6 ALG8 ALMS1 ALPK1 AMACR ANK1 ANO10 ANTXR1 AP3B2 AP3D1 AP5Z1 APC APOB APOC2 APOE APPL1 ARHGEF18 ARL13B ARL2 ARL2BP ARL3 ARL6 ARL6IP6 ARMC9 ARSG ARV1 ARVCF ASAH1 ASPA ASXL1 ATCAY ATF6 ATG7 ATOH7 ATP1A2 ATP1A3 ATP2B2 ATP5F1A ATP5F1D ATP5F1E ATP5MK ATP6V0A2 ATP6V1A ATP6V1E1 ATPAF1 ATPAF2 ATXN2 ATXN7 B3GALNT2 B3GLCT B4GAT1 B9D1 B9D2 BANK1 BAP1 BAZ1B BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCL11A BCL7B BCOR BCS1L BEST1 BLK BLM BLOC1S3 BLOC1S5 BMP4 BUD23 C12orf57 C1QTNF5 C2CD3 C4A C4B C9 CA2 CA4 CABP4 CACNA1A CACNA1B CACNA1F CACNA2D1 CACNA2D4 CAPN5 CARS1 CASK CAV1 CBS CC2D2A CCDC103 CCDC22 CCDC28B CCDC39 CCDC40 CCDC65 CCM2 CCND1 CCNO CCNQ CCR1 CDH23 CDH3 CDHR1 CDK19 CDK4 CDKN2A CDKN2B CEL CELF2 CENPF CEP120 CEP164 CEP19 CEP290 CEP41 CEP78 CEP83 CERKL CFAP221 CFAP298 CFAP300 CFAP410 CFAP418 CFAP74 CFH CFHR1 CFHR3 CFI CHD7 CHEK2 CHM CHN1 CHRDL1 CHST14 CHST6 CIB2 CLCC1 CLCN2 CLCN3 CLCNKB CLDN19 CLEC3B CLIP2 CLN3 CLN5 CLN6 CLRN1 CLTC CNGA1 CNGA3 CNGB1 CNGB3 CNKSR2 CNNM4 COA8 COG1 COL11A1 COL11A2 COL18A1 COL2A1 COL4A1 COL8A2 COL9A1 COL9A2 COL9A3 COMT COQ2 COX15 COX7B COX8A CP CPLANE1 CPLX1 CR2 CRB1 CREBBP CRLS1 CRPPA CRX CRYAB CSPP1 CST3 CTBP1 CTC1 CTLA4 CTNNA1 CTNNB1 CTNS CTSA CTSD CWC27 CYFIP2 CYP1B1 CYP27A1 CYP4V2 CYSLTR2 DACT1 DAG1 DALRD3 DARS1 DCT DDR2 DEAF1 DGCR2 DGCR6 DGCR8 DHDDS DHX16 DHX38 DLAT DLK1 DLST DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAJC21 DNAJC30 DNAL1 DNASE1 DNM1 DNM2 DNMT3A DNMT3B DPAGT1 DPM1 DPP6 DPYD DPYSL5 DRAM2 DRC1 DSE DST DUX4 DUX4L1 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYRK1A EBP EDN3 EDNRB EEF1A2 EFEMP1 EIF4H ELMO2 ELN ELOVL4 ENG ENPP1 EPAS1 EPG5 ERAP1 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ESPN ESS2 ETHE1 ETS1 EXOSC2 EXOSC3 EYS F12 FAM111A FAM161A FAS FBLN1 FBLN5 FBN1 FBN2 FBXO28 FCGR2B FCGR3B FDXR FGF12 FGF13 FGF3 FGFR1 FGFR2 FH FIBP FKBP6 FKRP FKTN FLCN FLII FLNB FLVCR1 FOXC1 FOXE3 FOXJ1 FRG1 FSCN2 FUCA1 FZD4 FZR1 G6PC1 GABBR2 GABRA2 GABRA5 GABRB2 GABRG2 GALC GALNT3 GAS2L2 GAS8 GATA3 GBA1 GCDH GCK GDF2 GDF3 GDF6 GFPT1 GGCX GLB1 GM2A GMPPB GNA11 GNAQ GNAT1 GNAT2 GNB3 GNB5 GNPTAB GP1BB GPIHBP1 GPR143 GPR179 GRHL2 GRIN2D GRK1 GRM6 GRN GSS GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GUCA1A GUCA1B GUCY2D GZF1 HACE1 HADH HADHA HADHB HARS1 HBB HBG1 HBG2 HCCS HCN1 HEXA HEXB HGSNAT HHAT HID1 HIRA HK1 HKDC1 HLA-A HLA-B HLA-DPA1 HLA-DPB1 HLA-DRB1 HMCN1 HMGB3 HMX1 HNF1A HNF4A HPS4 HPS5 HPS6 HSD11B2 HSD17B10 HSPD1 HTRA1 HYDIN IDH3A IDH3B IDS IDUA IFNG IFNGR1 IFT122 IFT140 IFT172 IFT27 IFT43 IFT52 IFT74 IFT80 IFT88 IGFBP7 IGHG1 IKBKG IL10 IL12A IL12A-AS1 IL12B IL23R IMPDH1 IMPG1 IMPG2 INPP5E INS INSR INTS1 INVS IPO8 IQCB1 IQSEC2 IRAK1 IRF5 ISCA1 ITGAM ITM2B IVNS1ABP JAG1 JAZF1 JMJD1C KATNB1 KCNA2 KCNB1 KCNJ11 KCNJ13 KCNV2 KIAA0319L KIAA0586 KIAA0753 KIAA1549 KIF11 KIF1B KIF3B KIF5A KIZ KLF1 KLF11 KLHL7 KLRC4 KRAS KRIT1 KRT25 KRT71 KRT74 LAMA1 LAMB2 LARGE1 LCA5 LCK LETM1 LIG3 LIMK1 LIPH LMNA LOXL1 LOXL3 LPAR6 LPL LRAT LRIT3 LRP2 LRP5 LRRC32 LRRC56 LTBP2 LYST LZTFL1 MAB21L1 MAF MAFB MAGEL2 MAK MAN2B1 MAN2C1 MAPKAPK3 MAPRE2 MAX MC1R MCIDAS MCOLN1 MDH2 MECP2 MECR MED12 MEFV MEG3 MERTK METTL27 MFRP MFSD8 MGMT MIA3 MICOS13 MIR204 MITF MKKS MKS1 MLX MLXIPL MMACHC MORC2 MPDZ MPLKIP MSRB3 MSTO1 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MT-TE MT-TF MT-TH MT-TK MT-TL1 MT-TN MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTSS2 MTTP MVK MYD88 MYO5A MYO6 MYO7A MYOC NAA10 NBN NCAPG2 NCF1 NDE1 NDP NDUFA1 NDUFA9 NDUFAF1 NDUFB11 NDUFS2 NECAP1 NEK1 NEK10 NEK2 NEK8 NELFA NEU1 NEUROD1 NF1 NF2 NGLY1 NHS NLRP3 NME5 NME8 NMNAT1 NOD2 NOTCH2NLC NPHP1 NPHP3 NPHP4 NR2E3 NRCAM NRL NSD2 NSMCE2 NTRK2 NUS1 NYX OAT OCA2 OCRL ODAD1 ODAD2 ODAD3 ODAD4 OFD1 OPA1 OPN1LW OPN1MW OPN1SW OTX2 OVOL2 P3H2 P4HA2 PACS2 PAK2 PANK2 PARS2 PAX2 PAX4 PAX6 PCARE PCDH15 PCNA PCYT1A PDCD1 PDCD10 PDE6A PDE6B PDE6C PDE6D PDE6G PDE6H PDGFRB PDX1 PDZD7 PEPD PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PGAP1 PGK1 PHYH PIBF1 PIEZO2 PIGG PIGL PIK3CA PISD PITPNM3 PLA2G5 PLK4 PLOD1 PMM2 PNPLA6 POC1B POGZ POLG POLR3A POMGNT1 POMGNT2 POMK POMT1 POMT2 PORCN POT1 POU3F4 PPP2R3C PPP3CA PPT1 PRCD PRDM5 PRDX1 PRF1 PROM1 PROS1 PRPF3 PRPF31 PRPF4 PRPF6 PRPF8 PRPH2 PRPS1 PRR12 PRSS56 PRTN3 PRUNE1 PSAP PTCH1 PTEN PTPN22 PUF60 PUS1 PXK RAB18 RAB28 RAB3GAP1 RAB3GAP2 RAI1 RAX RAX2 RB1 RBP3 RBP4 RCBTB1 RD3 RDH11 RDH12 RDH5 REEP6 RELN RERE RET RFC2 RGR RHO RIMS1 RIMS2 RLBP1 RMRP RNASEH1 RNF113A RNF216 RNU4ATAC RNU7-1 ROM1 RP1 RP1L1 RP2 RP9 RPE65 RPGR RPGRIP1 RPGRIP1L RPL10 RPS6KA3 RREB1 RRM2B RS1 RSPH1 RSPH3 RSPH4A RSPH9 RTL1 RTTN RXYLT1 SACS SAG SALL1 SALL2 SALL4 SAR1B SBDS SCAPER SCLT1 SCN3A SCN8A SDCCAG8 SDHA SDHAF1 SDHAF2 SDHB SDHC SDHD SEC24C SELENOI SEMA3E SEMA4A SERPINC1 SETD2 SF3B1 SH2B1 SH3BP2 SHH SIM1 SIX3 SIX6 SLC12A6 SLC13A5 SLC19A2 SLC1A2 SLC24A1 SLC24A5 SLC25A11 SLC25A15 SLC25A19 SLC35A2 SLC37A4 SLC38A3 SLC38A8 SLC45A2 SLC6A6 SLC7A14 SMAD4 SMCHD1 SMPD1 SNRNP200 SOX10 SOX2 SPAG1 SPATA7 SPEF2 SPG11 SPP1 SPTBN1 SRD5A3 SSBP1 STAT3 STAT4 STK36 STN1 STUB1 STX1A SUMF1 SURF1 SYCE1 SYNGAP1 SYNJ1 SZT2 TAF2 TARS1 TBC1D20 TBL2 TBX1 TBX22 TCTN1 TCTN2 TCTN3 TEAD1 TEK TELO2 TENM3 TERC TERF2IP TERT TFAP2A THSD1 TIMP3 TINF2 TK2 TLCD3B TLR4 TLR7 TMCO1 TMEM107 TMEM127 TMEM138 TMEM216 TMEM218 TMEM231 TMEM237 TMEM270 TMEM67 TMEM98 TNFAIP3 TNFRSF11A TNFRSF11B TNFSF4 TNIP1 TOPORS TP53 TPP1 TRAF3IP1 TRAK1 TRAPPC2 TRAPPC9 TREX1 TRIM32 TRIM37 TRIM44 TRIP13 TRNT1 TRPM1 TRPM3 TSC1 TSC2 TSPAN12 TTC12 TTC21B TTC8 TTLL5 TTPA TUB TUBB TUBB4B TUBGCP4 TUBGCP6 TULP1 TWNK TXN2 TXNDC15 TYR UBA5 UBAC2 UBE2L3 UBE3B UFD1 UGP2 UNC119 USH1C USH1G USH2A USP45 VCAN VHL VPS13B VPS33A VPS35L VPS37D VPS41 VPS4A VSX1 WAC WARS2 WASHC5 WDPCP WDR19 WFS1 WHRN WRN WT1 WWOX XRCC4 XYLT1 XYLT2 YAP1 YARS1 YME1L1 YWHAG ZEB1 ZEB2 ZFYVE26 ZMYND10 ZNF408 ZNF423 ZNF469 ZNF513 ZNF668 ZPR1 HP_ABNORMAL_RETINAL_MORPHOLOGY_ON_MACULAR_OCT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_RETINAL_MORPHOLOGY_ON_MACULAR_OCT ATF6 CLCC1 CLEC3B CNGA3 CNGB3 GNAT2 GUCA1A GUCY2D HLA-A PDE6C PDE6H PMM2 PRPH2 RLBP1 RPGR SELENOI SLC24A5 SLC6A6 TIMP3 TRNT1 HP_ABNORMAL_RETINAL_NERVE_FIBER_LAYER_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_RETINAL_NERVE_FIBER_LAYER_MORPHOLOGY CYP27A1 DNAJC30 OPA1 PDGFRB SACS HP_ABNORMAL_RETINAL_VASCULAR_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_RETINAL_VASCULAR_MORPHOLOGY ABCA4 ABCC6 ACVRL1 AGBL5 AHI1 AHR AIPL1 ANTXR1 APOC2 ARHGEF18 ARL2BP ARL3 ARL6 ARV1 ARVCF ASAH1 ATF6 BAZ1B BBS1 BBS2 BBS9 BCL7B BEST1 BUD23 CA4 CAPN5 CC2D2A CCDC28B CCM2 CCND1 CDHR1 CENPF CERKL CFAP410 CFAP418 CHM CLCC1 CLCNKB CLIP2 CLRN1 CNGA1 CNGA3 CNGB1 CNGB3 CNNM4 COL18A1 COL4A1 COMT CRB1 CRX CTC1 CTNNB1 CTSA CYP1B1 CYP27A1 DARS1 DGCR2 DGCR6 DGCR8 DHDDS DHX38 DLK1 DLST DNAJC30 DNMT3A DNMT3B DUX4 DUX4L1 EFEMP1 EIF4H ELN ENG ENPP1 EPAS1 ERCC4 ESS2 ETHE1 EYS F12 FAM161A FGF12 FH FKBP6 FLVCR1 FRG1 FSCN2 FUCA1 FZD4 G6PC1 GALC GDF2 GGCX GLB1 GM2A GNAQ GNAT2 GP1BB GPIHBP1 GTF2I GTF2IRD1 GTF2IRD2 GUCA1B GUCY2D HARS1 HEXA HEXB HGSNAT HIRA HK1 HLA-A HSD11B2 IDH3A IDH3B IFT140 IFT172 IFT43 IFT88 IGFBP7 IKBKG IMPDH1 IMPG1 IMPG2 IVNS1ABP JMJD1C KIAA1549 KIF1B KIZ KLHL7 KRIT1 LAMB2 LCA5 LCK LIMK1 LOXL1 LPL LRAT LRP5 LRRC32 MAK MAX MDH2 MEG3 MERTK METTL27 MKS1 MLXIPL MT-ATP6 MT-CO1 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MVK MYD88 MYOC NCF1 NDP NDUFS2 NEK1 NEK2 NEU1 NF1 NMNAT1 NOD2 NR2E3 NRL NUS1 OFD1 PAX6 PCARE PCNA PDCD10 PDE6A PDE6B PDE6C PDE6G PDE6H PIK3CA POMGNT1 PRCD PROM1 PRPF3 PRPF31 PRPF4 PRPF6 PRPF8 PRPH2 PSAP RAX2 RBP3 RDH11 RDH12 RDH5 REEP6 RET RFC2 RGR RHO RLBP1 ROM1 RP1 RP1L1 RP2 RP9 RPE65 RPGR RPGRIP1 RREB1 RTL1 RTTN SAG SCAPER SDHA SDHAF2 SDHB SDHC SDHD SEC24C SELENOI SEMA4A SERPINC1 SETD2 SLC24A1 SLC25A11 SLC37A4 SLC6A6 SLC7A14 SMAD4 SMCHD1 SMPD1 SNRNP200 SPATA7 SSBP1 STN1 STX1A TBL2 TBX1 TLCD3B TMEM127 TMEM231 TMEM270 TOPORS TREX1 TSPAN12 TTC8 TUB TULP1 UFD1 UNC119 USH2A USP45 VHL VPS37D WDR19 WT1 YME1L1 ZNF408 ZNF513 HP_ABNORMAL_RIB_CAGE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_RIB_CAGE_MORPHOLOGY ABCC9 ABCD4 ACAN ACP5 ACTA1 ACTB ADA ADAMTS10 AFF3 AIFM1 AKT1 ALDH1A2 ALG12 ALPL AMER1 ANK1 ANKRD11 ANTXR1 APC AR ARSB ARSK ARSL ATP6V1B2 ATP7A ATR B3GALT6 B3GAT3 B4GAT1 BANF1 BCOR BGN BIN1 BMP1 BMP2 BMPER BRAF C2CD3 CA2 CANT1 CASZ1 CBL CCDC22 CCDC8 CDC42BPB CDC45 CDC6 CDON CDT1 CENPJ CEP120 CEP152 CFAP410 CHD7 CHRM3 CHRNA1 CHRND CHRNG CHST3 CILK1 CLCN7 COG1 COL10A1 COL11A1 COL11A2 COL13A1 COL1A1 COL1A2 COL2A1 COMP CPLANE1 CPLX1 CREB3L1 CRTAP CSF1R CSGALNACT1 CSPP1 CTBP1 CTNS CUL7 CYP27B1 CYP2R1 DACT1 DDR2 DDRGK1 DHCR7 DISP1 DLK1 DLL1 DLL3 DNAJC21 DNM2 DNMT3A DONSON DPYSL5 DYM DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLT2B EBP EFL1 EFNB1 EIF2AK3 ERMARD ESCO2 EVC EVC2 EXOC6B EXT1 EXT2 EZH2 FAM111A FBN1 FERMT1 FGF8 FGFR2 FGFR3 FGFRL1 FIG4 FLI1 FLNA FLNB FOXF1 FOXH1 FUCA1 FUZ GABRD GALNS GAS1 GATA4 GATA6 GDF11 GDF3 GDF6 GLB1 GLE1 GLI2 GLI3 GMNN GNPTAB GNPTG GNS GPC3 GPC4 GPKOW GPX4 GUSB H19 HDAC6 HERC1 HES7 HGSNAT HHAT HNF1B HNRNPR HOXD13 HRAS HSPG2 IDH1 IDS IDUA IFT122 IFT140 IFT172 IFT43 IFT57 IFT80 IFT81 IGF1R IGF2 IHH IKBKG IL1RN INPPL1 INTU IRF6 JAG1 KAT6A KCNAB2 KCNJ8 KCNQ1OT1 KDELR2 KIAA0586 KIAA0753 KLHL40 KLHL41 KMT2A KRAS KYNU LAMA5 LBR LETM1 LFNG LIFR LMNA LMOD3 LMX1B LRP4 LRP5 LUZP1 LZTR1 MAF MAMLD1 MAN2B1 MAP2K1 MAP3K7 MAPK1 MATN3 MEG3 MEOX1 MESD MESP2 MGAT2 MGP MMP13 MMP23B MRAS MTM1 MTMR14 MTX2 MUSK MYF5 MYF6 MYH3 NAA10 NAGLU NALCN NEB NEK1 NEK9 NELFA NFASC NIPBL NKX3-2 NODAL NOG NRAS NSD2 NSDHL NUP88 NXN OBSL1 OCRL ODC1 ORC1 ORC4 ORC6 P3H1 P4HB PAICS PAM16 PAX3 PAX7 PCGF2 PCYT1A PDGFRB PDPN PEX1 PHEX PIGG PLCB3 PLOD1 POLR3A POP1 POR PORCN PPIB PPP3CA PRDM16 PRIM1 PRKACA PRKACB PRKCZ PRKG2 PTCH1 PTDSS1 PTEN PTH1R PTPN11 PUF60 RAB33B RAB5IF RAF1 RASA2 RBM8A RECQL4 RERE RIPPLY2 RIT1 RMRP RNU12 RNU4ATAC ROR2 RPS19 RPS26 RRAS RRAS2 RSPO2 RTL1 RTTN RUNX2 RYR1 SALL1 SBDS SCARF2 SCN4A SCUBE3 SEC24D SELENON SEMA3E SERPINH1 SETBP1 SF3B2 SF3B4 SGSH SH2B1 SHH SIX3 SIX6 SKI SLC26A1 SLC26A2 SLC34A1 SLC34A3 SLC35D1 SMAD4 SMO SNRPB SNX10 SON SOS1 SOS2 SOST SOX2 SOX9 SP7 SPEN SPRED2 SRCAP SRP54 STIL TAPT1 TBC1D24 TBCE TBCK TBX15 TBX5 TBX6 TCIRG1 TDGF1 TENT5A TFE3 TGIF1 TMCO1 TMEM53 TNFRSF11A TNFRSF11B TNFSF11 TOR1A TRAPPC2 TRIP11 TRPV4 TRPV6 TTC21B UBA1 UBE3B UBE4B USP18 VAC14 VANGL1 VDR VPS33A VPS35L WASHC5 WDR19 WDR35 WNT1 WNT3 WNT4 WNT7A XYLT1 XYLT2 ZIC2 ZMPSTE24 HP_ABNORMAL_RIB_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_RIB_MORPHOLOGY ABCC9 ABCD4 ACTA1 ACTB ADA ADAMTS10 AFF3 AIFM1 ALDH1A2 ALG12 ALPL AMER1 ANK1 ANKRD11 APC ARSB ARSK ARSL ATP6V1B2 ATP7A ATR B3GALT6 B3GAT3 B4GAT1 BANF1 BGN BIN1 BMP2 BMPER C2CD3 CA2 CASZ1 CCDC22 CCDC8 CDC45 CDC6 CDON CDT1 CENPJ CEP120 CEP152 CFAP410 CHD7 CHRM3 CHRNA1 CHRND CHRNG CHST3 CLCN7 COG1 COL10A1 COL11A1 COL11A2 COL1A1 COL1A2 COL2A1 COMP CPLANE1 CPLX1 CREB3L1 CRTAP CSPP1 CTBP1 CTNS CUL7 CYP27B1 CYP2R1 DACT1 DDR2 DDRGK1 DHCR7 DISP1 DLK1 DLL1 DLL3 DNAJC21 DNM2 DNMT3A DONSON DPYSL5 DYM DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLT2B EBP EFL1 ERMARD ESCO2 EVC EVC2 EXOC6B EXT1 EXT2 EZH2 FAM111A FBN1 FERMT1 FGF8 FGFR3 FGFRL1 FIG4 FLI1 FLNA FLNB FOXF1 FOXH1 FUZ GABRD GALNS GAS1 GATA6 GDF11 GDF3 GDF6 GLB1 GLE1 GLI2 GLI3 GMNN GNPTAB GNS GPC3 GPC4 GPX4 GUSB HDAC6 HES7 HGSNAT HNF1B HNRNPR HOXD13 HSPG2 IDS IDUA IFT122 IFT140 IFT172 IFT43 IFT57 IFT80 IFT81 IHH IKBKG IL1RN INPPL1 INTU IRF6 JAG1 KCNAB2 KCNJ8 KIAA0586 KIAA0753 KLHL40 KLHL41 KMT2A KYNU LAMA5 LBR LETM1 LFNG LIFR LMNA LMOD3 LMX1B LRP4 LRP5 LUZP1 MAF MAMLD1 MAN2B1 MAP3K7 MATN3 MEG3 MEOX1 MESP2 MGP MMP13 MMP23B MTM1 MTMR14 MTX2 MUSK MYF5 MYF6 MYH3 NAGLU NALCN NEB NEK1 NEK9 NELFA NFASC NIPBL NKX3-2 NODAL NOG NSD2 NSDHL NUP88 NXN OBSL1 OCRL ODC1 ORC1 ORC4 ORC6 P3H1 P4HB PAICS PAM16 PAX3 PCYT1A PDGFRB PDPN PHEX PIGG PLCB3 PLOD1 POLR3A POR PORCN PPIB PPP3CA PRDM16 PRIM1 PRKCZ PRKG2 PTCH1 PTDSS1 PTH1R PTPN11 PUF60 RBM8A RECQL4 RERE RIPPLY2 RMRP RNU12 RNU4ATAC ROR2 RPS19 RPS26 RRAS2 RSPO2 RTL1 RTTN RUNX2 RYR1 SALL1 SBDS SCARF2 SCN4A SCUBE3 SEC24D SEMA3E SERPINH1 SETBP1 SF3B2 SF3B4 SGSH SH2B1 SHH SIX3 SIX6 SKI SLC26A1 SLC26A2 SLC34A1 SLC34A3 SLC35D1 SMAD4 SMO SNRPB SNX10 SON SOST SOX2 SOX9 SP7 SPEN SRCAP SRP54 STIL TAPT1 TBC1D24 TBCE TBCK TBX5 TBX6 TCIRG1 TDGF1 TENT5A TFE3 TGIF1 TMCO1 TMEM53 TNFRSF11A TNFSF11 TOR1A TRIP11 TRPV4 TRPV6 TTC21B UBA1 UBE4B USP18 VAC14 VANGL1 VDR VPS35L WASHC5 WDR19 WDR35 WNT1 WNT3 WNT4 WNT7A XYLT1 ZIC2 ZMPSTE24 HP_ABNORMAL_RIB_OSSIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_RIB_OSSIFICATION BMPER COL10A1 DNAJC21 EBP LBR MGP SBDS SLC26A2 SRP54 HP_ABNORMAL_RIGHT_VENTRICLE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_RIGHT_VENTRICLE_MORPHOLOGY ACTA1 ACTC1 ALG9 ALPK3 ATP13A3 BMPR2 BTK CDH2 CFTR CITED2 COLQ CTNNA3 DSC2 DSG2 DSP DYSF FCGR2A FIBP FLNA FNIP1 FOXF1 GATA4 GATA6 GPC3 GPC4 GTPBP3 HACD1 IPO8 ITGA7 JUP KMT2D LAMB2 LTBP4 MAP3K20 MMP21 MYH6 MYH7 MYL2 NKX2-5 NKX2-6 NONO NOTCH1 NPHP3 PIGN PKP2 PLD1 PLXND1 SCN5A SELENON SFTPB SGCG SLC25A12 SREBF1 STAMBP TBX20 TGFB1 TGFB3 TLL1 TMEM43 TPM2 TPM3 TRAPPC11 TTN VIPAS39 VPS33B HP_ABNORMAL_RIGHT_VENTRICULAR_FUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_RIGHT_VENTRICULAR_FUNCTION ACTC1 ATP13A3 ATRX BMPR2 CITED2 DAXX DVL1 EIF2AK4 GATA4 GATA6 MYH6 MYH7 NKX2-5 ROR2 SDHD SELENON SLC34A2 TBX20 TLL1 TTN WNT5A HP_ABNORMAL_SACCADIC_EYE_MOVEMENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_SACCADIC_EYE_MOVEMENTS AFG3L2 AGTPBP1 ALS2 ANO10 APTX ATP13A2 ATP1A2 ATP1A3 ATP2B3 ATXN1 ATXN2 ATXN3 ATXN7 ATXN8OS CACNA1A CACNA1G CHP1 CLCN7 COQ5 DARS2 DHX16 DNAJC6 EEF2 ELOVL5 FBXO7 FRMD5 FXN GBA1 GBA2 GDAP2 GJC2 GRM1 INPP5E ITPR1 KCNN2 KIF1A KIF1B MAPT MECR MFN2 MME MRE11 MYORG NDUFA13 NKX6-2 NOP56 NPHP1 PDYN PEX10 PEX2 PIK3R5 PLA2G6 PLD3 PNKP PRDX3 PRNP SCP2 SCYL1 SHMT2 SLC1A3 SLC35A2 SLC44A1 SLC6A3 SNCA SNX10 SOX3 SPTBN2 SYNE1 SYT2 TCIRG1 TGM6 TMEM216 TMEM240 TNFSF11 TNR TPP1 TUBB3 TUBB4A UBAP1 VAMP1 VPS13A VPS13D VPS41 XRCC1 HP_ABNORMAL_SACROILIAC_JOINT_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_SACROILIAC_JOINT_MORPHOLOGY DMP1 ENPP1 FGFR3 HLA-B PHEX TNFRSF1A TWIST2 HP_ABNORMAL_SACRUM_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_SACRUM_MORPHOLOGY AEBP1 AFF3 ANK1 APC2 ARID1B ASXL1 B3GLCT B9D2 BAP1 BAZ1B BCL7B BICD2 BMPER BUD23 CAMK2G CAPN15 CCL2 CD96 CDK10 CLIP2 COL2A1 COLEC10 COX7B CPLX1 CTBP1 CTCF DCHS1 DEAF1 DHCR7 DHPS DICER1 DMP1 DNAJC30 DVL1 DVL3 DYRK1A EBP EIF4H ELN ENPP1 ERF EXTL3 FANCB FANCF FANCL FAT4 FGF20 FGFR2 FGFR3 FGFRL1 FKBP6 FLNB FUCA1 FUZ FZD2 GDF3 GDF6 GFRA1 GNB2 GNS GREB1L GTF2I GTF2IRD1 GTF2IRD2 H4C5 HAAO HCCS HIC1 HLA-B HNRNPK HOXA13 HOXD13 IL6ST ITGA8 KANSL1 KCNK9 KIF15 KMT2A LBR LETM1 LIFR LIG4 LIMK1 MAN2C1 MASP1 MED12 MEOX1 METTL27 MLXIPL MNX1 NADSYN1 NCAPG2 NCF1 NDUFB11 NELFA NODAL NOTCH3 NSD1 NSD2 NSUN2 NXN ODC1 OTUD6B PAFAH1B1 PAM16 PDGFRB PHEX PIGG POC1A POLA1 PRMT7 PRR12 PSMD12 PTH1R RAB23 RET RFC2 RMRP ROR2 RPL10 RPS19 RTTN RUNX2 SCARF2 SETBP1 SETD2 SETD5 SHANK3 SLC26A2 SMC5 SMG9 SMOC1 SPOP SRD5A3 STX1A SUGCT TAF1 TBL2 TBX1 TBX4 TBX6 TBXT TCF4 TMCO1 TMEM270 TNFRSF1A TP63 TRIP11 TWIST2 USP9X VANGL1 VANGL2 VPS37D WLS WNT5A WNT7A WNT9B YWHAE ZIC3 ZNF699 HP_ABNORMAL_SALIVARY_GLAND_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_SALIVARY_GLAND_MORPHOLOGY ATP2A2 B2M BTNL2 CXCR4 FGF10 FGFR2 FGFR3 GRHL3 HLA-DRB1 IRF6 MLH1 MSH2 MSH6 NOD2 OGDH PLAG1 PSMB8 TCOF1 TP63 HP_ABNORMAL_SARCOMERE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_SARCOMERE_MORPHOLOGY ACTN2 ANO5 DES FXR1 KY LAMA2 LMOD2 NOTCH2NLC RYR1 SQSTM1 TNNT1 TTN UNC45B HP_ABNORMAL_SCALP_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_SCALP_MORPHOLOGY AARS1 ABCC9 ACD ACTB ACTG1 ADA2 ADAM17 ADARB1 ADNP AEBP1 AGPAT2 AHSG AIFM1 ALDOA ALG11 ALG12 ALG9 ALX1 ALX3 ALX4 ANKRD11 ANKRD17 ANTXR1 APC APC2 APCDD1 ARHGEF2 ARID1A ARID1B ARID2 ARX ASH1L ASXL1 ATP6V1B2 ATR ATRIP ATRX AXIN2 B3GALT6 B3GAT3 B4GALT7 BANF1 BICRA BRAF BRCA1 BRD4 BSCL2 C3orf52 CACNA1C CARS1 CAV1 CAVIN1 CBL CBS CCDC22 CCNK CDC42BPB CDH1 CDH2 CDH23 CDH3 CDK13 CDK5 CDSN CENPE CENPJ CEP152 CHN1 CHRNG CHST3 CIT CLCN3 CLDN1 CNOT3 COG5 COG7 COL17A1 COL18A1 COL3A1 COL7A1 CPLX1 CPOX CREBBP CRIPT CST6 CTBP1 CWC27 DCLRE1B DCLRE1C DEAF1 DHX30 DKC1 DLX4 DNA2 DOCK6 DOCK7 DPF2 DPH1 DPH2 DPM2 DSC3 DSG4 EBP ECM1 EDARADD EDEM3 EFNB1 EGFR EIF5A EMC1 EP300 EPS8L3 ERCC2 ERCC3 ERMARD EXT1 FAS FAT4 FGD1 FGFR2 FGFR3 FGFRL1 FIG4 FKRP FLI1 FLNA FOS FRAS1 FREM1 FREM2 FRMD4A GATA1 GDF11 GDF3 GDF6 GJA1 GJB2 GJB6 GMPPA GNB2 GNE GTF2E2 GTF2H5 H1-4 H3-3A H4C5 HDAC4 HDAC8 HEATR3 HLA-DRA HNF1B HPGD HR HRURF HS2ST1 HSPG2 HTRA1 HUWE1 HYOU1 IFIH1 IFT140 IGF1 IGF1R INSR INTU IPO8 IRX5 ITGA3 ITGB4 ITGB6 JARID2 JUP KANK2 KAT6B KCNH1 KCNJ8 KCNN3 KCTD1 KDF1 KDM1A KDM4B KIFBP KLHL24 KMT2A KNSTRN KRAS KREMEN1 KRT14 KRT17 KRT25 KRT74 LAMA3 LAMB3 LAMC2 LETM1 LIG4 LIPH LMNA LMX1B LPAR6 LRP2 LRPPRC LSS LTV1 LZTR1 MAB21L1 MADD MAF MAFB MAN2B1 MAP2K1 MAP2K2 MAP3K7 MAPK1 MAPRE2 MBD5 MBTPS2 MED12 MED13L MED25 MEGF8 MEIS2 MEOX1 MGAT2 MID1 MMP1 MPLKIP MRAS MSX2 MYH3 MYO18B NANS NBN NDE1 NECTIN4 NELFA NEPRO NF1 NFIX NFKBIA NHP2 NIPBL NOP10 NOTCH2 NOTCH3 NOVA2 NR3C1 NRAS NSD1 NSD2 NSUN2 NTRK1 NUDT2 NUP85 OCRL ODC1 PACS1 PARN PCGF2 PCNT PEPD PEX1 PEX19 PEX6 PGAP1 PHF8 PI4KA PIGG PIGK PIK3C2A PIK3CD PKP1 PLEC PLK4 POLR1B POLR1C POLR1D POLR3A PPARG PPP1CB PPP1R15B PRDM13 PRKD1 PTDSS1 PTPN11 PTPN22 RAB18 RAB3GAP1 RAB3GAP2 RAD21 RAF1 RALGAPA1 RASA2 RBBP8 RBL2 RECQL4 RERE RHOA RHOBTB2 RIN2 RIPK4 RIT1 RNF113A RNU12 RNU4ATAC RPL11 RPL15 RPL18 RPL21 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RRAS RRAS2 RTEL1 SALL4 SASH1 SATB1 SCNM1 SETD2 SETD5 SH2B1 SHOC2 SIN3A SLC12A6 SLC25A24 SLC27A4 SLC29A3 SLC35C1 SLC39A4 SLC9A7 SLCO2A1 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMO SMPD4 SNRPE SOS1 SOS2 SOX11 SOX18 SOX4 SPATA5L1 SPECC1L SPEN SPINK5 SPOP SPRED1 SPRED2 SRCAP SRY STAG2 STT3A SVBP SYT1 TAF6 TARS1 TBC1D20 TBC1D24 TBL1XR1 TBX15 TBX2 TCF12 TCOF1 TECPR2 TERT TFAP2A THOC6 TINF2 TMCO1 TP53 TP63 TRAIP TRIO TRMT10A TRPM3 TRPS1 TSC1 TSPEAR TSR2 TTC5 TTC7A TWIST1 TWIST2 UBA2 UBE2A UBR1 UGP2 UROD UROS USB1 USP48 USP8 VAC14 VPS13B VPS33A VPS51 WASHC5 WBP11 WLS WNT10A WNT4 WRN XRCC4 XYLT2 ZBTB20 ZC4H2 ZIC1 ZNF699 HP_ABNORMAL_SCAPULA_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_SCAPULA_MORPHOLOGY ACTA1 ACTB ADA ADA2 ALG14 ALG2 ANO5 ANXA11 ASH1L ATP6V0A2 BAG3 BICD2 BIN1 BRAF C19orf12 CAPN3 CCDC8 CDH2 COL11A1 COL11A2 COL12A1 COL2A1 COL3A1 COL6A1 COL6A2 COL6A3 COLQ CRPPA CSGALNACT1 CUL7 DLK1 DNM1L DPAGT1 DSTYK DYM DYSF EFNB1 EMD EMILIN1 EXT1 EXT2 EYA1 FBN1 FGFR1 FGFR3 FHL1 FIG4 FLNA FLNB FLNC FRG1 GATA1 GDF11 GDF3 GDF6 GFPT1 GMPPB GNE GNPTAB GPX4 GSC GYG1 HEATR3 HSPG2 INPPL1 KBTBD13 KCNJ2 KLHL41 LAMB2 LBR LEMD3 LGI4 LMNA LMX1B LRIF1 LYSET MAP3K7 MEG3 MEOX1 MYBPC1 MYH2 MYH7 MYPN NEB NEFL NPR2 NSDHL OBSL1 OPA1 ORC1 PAX1 PAX3 PCNT PLIN4 POGLUT1 POLG POMT2 POR PRR12 PSMB8 PTCH1 PTPN11 PUS1 PYROXD1 RAF1 RIPK4 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RSPO2 RTL1 RUNX2 RYR1 RYR3 SCARF2 SCN4A SEPTIN9 SF3B4 SGCA SGCB SGCD SGCG SLC35D1 SMCHD1 SMPX SOST SOX9 SPEG SPRED2 SPTLC1 SQSTM1 SYNE1 SYNE2 TBX15 TBX2 TBX3 TBX5 TGFB3 TK2 TMCO1 TMEM43 TNNT1 TNPO3 TPM2 TPM3 TRIO TRIP11 TRPS1 TRPV4 TSR2 TTN TWNK VAC14 VCP VWA1 WBP11 WDR35 HP_ABNORMAL_SCLERA_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_SCLERA_MORPHOLOGY ABCC6 ADAMTS2 AKT1 ALPL ARL2 ATP6V0A2 B3GALT6 B3GAT3 B4GALT7 BCL11A BEST1 BMP1 C1R CA2 CANT1 CFAP410 CHST14 CHST3 CHSY1 CLCNKB COG4 COL12A1 COL1A1 COL1A2 COL3A1 COL5A1 CREB3L1 CRTAP CSGALNACT1 CTSK CYB5A CYB5R3 DACT1 DNASE1L3 DPAGT1 DSE DVL1 DVL3 ENPP1 ESCO2 EXOSC1 FBN1 FGFR1 FKBP10 FKBP14 FZD2 GATA1 GDF11 GHR GNB2 HADHA HECTD4 HGD IDS IFITM5 IGF2 IKBKG IMPG2 INPPL1 IPO8 KDM1A KDM6A KIFBP KMT2A KMT2D KRAS LRP5 MAP3K7 MBTPS2 MC1R MED27 MEGF8 MESD MFRP MSX2 MVK NFIX NLRP3 NXN OCA2 P4HB PAX1 PAX2 PGM1 PIGT PLOD1 POLR3A POLRMT PPIB PPP1R15B PPP1R21 PRDM5 PRKAR1A PRKG2 PRMT7 PRSS56 PSMB8 PTEN PUS3 PYCR1 RMRP ROR2 RPS23 RYR3 SALL1 SEC24D SERPINH1 SF3B2 SLC26A2 SLC29A3 SLC39A13 SON SP7 TELO2 TENT5A TGFB3 TGFBR1 TGFBR2 TMEM163 TMEM38B TRMT10A TRMT5 UNC45A UROD UROS VPS4A WASF1 WNT1 WNT5A WWOX XYLT1 XYLT2 ZNF469 HP_ABNORMAL_SCROTAL_RUGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_SCROTAL_RUGATION MINPP1 NR5A1 SOX9 SRY TOE1 HP_ABNORMAL_SECOND_TOE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_SECOND_TOE_MORPHOLOGY ATP6V1B2 BCOR BMP2 BMPR1B CHSY1 GDF5 HNRNPR IPO8 KCNN3 MAP3K20 PIGL SMARCA2 TBC1D24 TBC1D2B HP_ABNORMAL_SELLA_TURCICA_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_SELLA_TURCICA_MORPHOLOGY ABCC9 ADAMTSL2 ALDH18A1 ATRX BMP4 BRAF CDH11 CDH23 DYM FLNA GLB1 GNPTAB GUSB IDUA LHX4 MAF MAN2B1 MTX2 NAA10 NKX2-1 NOTCH2 NR3C1 OBSL1 PCNT PLOD3 POP1 PTCH1 RMRP SLC17A5 SOST STUB1 TBC1D2B TP53 TRIM37 TSHB USP48 USP8 VPS33A ZSWIM6 HP_ABNORMAL_SENSORY_NERVE_CONDUCTION_VELOCITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_SENSORY_NERVE_CONDUCTION_VELOCITY ATXN1 CHCHD10 DNAJC3 EGR2 FLVCR1 FXN GDAP1 HPDL KIF1A LIG3 MFN2 MPZ MTRFR NGLY1 NOTCH2NLC PMP22 POLG PRX PTRH2 RETREG1 RRM2B SACS SCN9A SLC12A6 SPTLC1 TYMP WNK1 YARS1 YME1L1 HP_ABNORMAL_SEPTUM_PELLUCIDUM_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_SEPTUM_PELLUCIDUM_MORPHOLOGY ALG12 APC2 ARNT2 B3GALNT2 B4GAT1 BANF1 CDC42BPB CDON CILK1 CNOT1 COL18A1 COL4A1 COX7B CPLX1 CRPPA CSGALNACT1 CSPP1 CTBP1 DAG1 DHCR24 DISP1 DLL1 DYNC1I2 EHMT1 EZH2 FANCI FGF8 FGFR1 FGFR2 FGFRL1 FKRP FKTN FOXA2 FOXH1 GAS1 GLI2 GPR161 HCCS HESX1 HYLS1 IDH1 KIAA0586 KIF7 KRAS L1CAM LARGE1 LETM1 LHX4 LRRC32 MAPK1 MAPKAPK5 MBTPS2 MED25 MITF MUSK NDUFB11 NFIX NKX2-1 NODAL NSD1 NSD2 OTX2 PACS1 PAFAH1B1 PCGF2 PIEZO2 PIGA PIK3CA PLCH1 POMGNT1 POMGNT2 POMK POMT1 POMT2 POU1F1 PPP1R12A PPP1R21 PPP2R5D PROKR2 PROP1 PTCH1 PTDSS1 RAB5IF RBM8A RNF125 ROBO1 RSPO2 RXYLT1 SETD2 SHH SIX3 SMG8 SOX2 SOX3 SSR4 STAG2 STIL STT3A TAF1 TDGF1 TGIF1 TUBB2B WDR11 WNT3 ZIC2 ZSWIM6 HP_ABNORMAL_SERUM_BICARBONATE_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_SERUM_BICARBONATE_CONCENTRATION CPT2 KCNJ10 SLC26A3 SLC4A4 WNK1 HP_ABNORMAL_SERUM_BILE_ACID_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_SERUM_BILE_ACID_CONCENTRATION ABCB11 ABCB4 ABCD3 AKR1D1 AMACR AP1B1 ATP8B1 CCDC47 DNAJC21 DZIP1L EFL1 KIF12 MYO5B NR1H4 PKHD1 SBDS SEMA7A SLC10A1 SLC25A13 SLC2A2 SLC51B SRP54 TALDO1 TJP2 UNC45A VPS33B VPS50 HP_ABNORMAL_SERUM_ESTRADIOL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_SERUM_ESTRADIOL AKT1 AR BAP1 BMP15 BNC1 CDKN2A CTDP1 CTNNB1 CYB5A CYP17A1 DCAF17 DHH DHX37 DMRT3 ESR1 ESR2 FEZF1 FOXL2 FSHB FSHR GATA4 GDF9 GNRH1 KISS1 LARS2 LEP LEPR MAP3K1 MCM9 MRPS22 MSH4 NDNF NF2 NR0B1 NR5A1 NUP107 PDGFB PIK3CA POLR3A POLR3H POR PRKAR1A PSMC3IP SEMA3A SMARCB1 SMARCE1 SMO SOHLH1 SOX9 SPIDR SRY STAG3 SUFU TERT TP53 TP63 TRAF7 VAMP7 WT1 WWOX XRCC2 ZFPM2 ZNRF3 ZSWIM7 HP_ABNORMAL_SERUM_INSULIN_LIKE_GROWTH_FACTOR_1_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_SERUM_INSULIN_LIKE_GROWTH_FACTOR_1_LEVEL ADAT3 AIP ALG12 CTSK DCAF17 GALT GH1 GHR GHRHR GHSR GPR101 IGF1 IGF1R IGFALS KIAA0753 MCTP2 MED12 MEN1 MPDU1 NFKB2 PDE11A PGM1 PRKAR1A RBM28 ROBO1 SIK3 SMPD1 SOX3 STAT5B HP_ABNORMAL_SERUM_IRON_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_SERUM_IRON_CONCENTRATION BCS1L BMP2 CARD9 COL7A1 CP FOXP1 FTH1 FTL HAMP HFE HJV KIF23 PIGA PKLR RACGAP1 SKIC2 SKIC3 SLC11A2 STEAP3 TFR2 TRNT1 HP_ABNORMAL_SEX_DETERMINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_SEX_DETERMINATION AKR1C2 AKR1C4 CBX2 CILK1 CYB5A CYP11A1 CYP17A1 DHH DHX37 DMRT3 GATA4 MAP3K1 NR0B1 NR5A1 RSPO1 SOX9 SRY VAMP7 WNT4 WT1 WWOX ZFPM2 HP_ABNORMAL_SHAPE_OF_THE_PALPEBRAL_FISSURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_SHAPE_OF_THE_PALPEBRAL_FISSURE AGO1 ANKRD17 BRCA1 BRCA2 BRF1 BRIP1 CCDC47 CHD1 CLCN3 DNM1 EHMT1 ERCC4 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FOXL2 GON7 HERC2 HNRNPH2 IFT74 KAT5 KATNB1 KIF15 KMT2C LMX1B MAD2L2 MAGEL2 MAPK1 MKRN3 NDN NPAP1 NSD2 NSDHL OCA2 PALB2 PHIP PMM2 PUF60 PWAR1 PWRN1 RAD51 RAD51C RFWD3 RNF2 SIM1 SLX4 SNORD115-1 SNORD116-1 SNRPN STXBP1 SYT1 UBE2A UBE2T XRCC2 HP_ABNORMAL_SHARPEY_FIBER_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_SHARPEY_FIBER_MORPHOLOGY ALPL ANKH ANKRD55 AP2S1 ATP7A ATP7B CD247 CDC73 CLCNKB DMP1 ENPP1 FXYD2 GCM2 GNA11 HLA-B HYAL1 IL2RA IL2RB KCNJ1 LMNA MEFV MEN1 NOTCH3 PDGFRB PHEX PTPN2 PTPN22 SLC12A1 SLC12A3 STAT4 TNFRSF11B TNFRSF1A WRN HP_ABNORMAL_SHOULDER_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_SHOULDER_MORPHOLOGY ABCC6 AEBP1 ANKRD55 ARF1 ARFGEF2 ATP7A B3GAT3 BAZ1B BCL7B BCOR BUD23 CBFB CCN6 CD247 CHD7 CHRNG CHST3 CLIP2 COL12A1 COL1A1 COL1A2 COL5A1 COL5A2 CUL4B DLK1 DNAJC30 DYM EFNB1 EIF4H ELN ENPP1 ERMARD EYA1 FIG4 FKBP6 FLNA GABRA3 GDF3 GDF6 GNB2 GSC GTF2I GTF2IRD1 GTF2IRD2 HHAT HSPG2 IL2RA IL2RB IRX5 JAG2 KY LGI4 LIMK1 LMBRD2 LMNA LMX1B LYSET MAP1B MEG3 MEOX1 METTL27 MLXIPL MYH3 MYL11 NAA10 NCF1 NEDD4L NGLY1 ORC1 OTUD6B PAX1 PIEZO2 PPP1R15B PRNP PTCH1 PTPN2 PTPN22 RBM8A RFC2 RNU4ATAC RTL1 RUNX2 SALL4 SCARF2 SCN4A SPRTN STAT4 STX1A TBL2 TBX5 TMEM270 TMTC3 TNNT1 TRAPPC2 TRMT10A TRPV4 VPS37D HP_ABNORMAL_SHOULDER_PHYSIOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_SHOULDER_PHYSIOLOGY COMP ECEL1 FBN1 GNE GNPTAB HGD LMNA PKDCC RECQL4 SGCA TPM2 TRAPPC2 ZC4H2 ZMPSTE24 HP_ABNORMAL_SIZE_OF_PITUITARY_GLAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_SIZE_OF_PITUITARY_GLAND AKT1 BAP1 BRAF CDH23 COG2 CTNNB1 FGF8 GHSR GNB2 HS6ST1 KIAA0753 MAGEL2 MAST3 MED12 NDE1 NF2 NFKB2 PDGFB PIK3CA RBM28 SIM1 SMARCB1 SMARCE1 SMO SUFU TERT TRAF7 VSX1 HP_ABNORMAL_SIZE_OF_THE_DENTAL_ROOT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_SIZE_OF_THE_DENTAL_ROOT AXIN2 BCOR EDA EDARADD FGFR1 IFIH1 IRF6 LRP6 MSX1 PAX9 SMOC2 SUMO1 TGFA TONSL WNT10A WNT10B HP_ABNORMAL_SIZE_OF_THE_PALPEBRAL_FISSURES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_SIZE_OF_THE_PALPEBRAL_FISSURES ACTB ACTG1 ADNP AFF3 ALDH1A3 ALG14 ALX4 ANK1 ANKRD11 AP3B2 ARID2 ARX ATP6V1A ATP6V1E1 ATR AUTS2 B3GLCT B9D2 BAZ1B BCL11B BCL7B BCOR BCR BICRA BMP1 BPTF BRAF BRCA1 BRCA2 BRIP1 BRPF1 BUB1 BUD23 CACNA1G CAMK2G CCNK CDC42BPB CDK13 CEP152 CEP55 CEP57 CHD4 CHN1 CLIP2 CLP1 CLTCL1 COG7 COL25A1 COLEC10 COLEC11 CREBBP CRKL CUL4B CUX1 DACT1 DCHS1 DDB1 DDR2 DDX3X DDX6 DGCR2 DGCR6 DGCR8 DLK1 DNAJC30 DNM1 DNMT3A DOCK6 DONSON DPH5 DVL1 DVL3 EBP EDEM3 EFEMP2 EIF4H EIF5A ELN EP300 ERCC1 ERCC4 ERCC6 ERMARD ESS2 EXOSC2 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAT4 FBXO28 FIBP FKBP6 FOXG1 FOXL2 FOXP1 FOXP2 FRA10AC1 FTSJ1 FZD2 GABRA3 GATAD2B GJA1 GJA5 GJA8 GNB2 GPC6 GPKOW GTF2I GTF2IRD1 GTF2IRD2 H4C5 HDAC4 HHAT HNRNPH1 HNRNPH2 HNRNPK HNRNPR HSPG2 HUWE1 INPPL1 INTS1 IPO8 IRX5 KANSL1 KAT6B KCNJ2 KCNJ5 KCTD1 KDM4B KDM6A KIF15 KIF26A KMT2A KMT2D KPTN KRAS LARP7 LIFR LIG4 LIMK1 LMBRD2 LMNA LMNB1 MAD2L2 MADD MAFB MAGEL2 MAP2K1 MAP2K2 MAPK1 MAPK8IP3 MAPKAPK5 MAPRE2 MASP1 MCTP2 MECP2 MED12 MED13 MEG3 METTL27 MLXIPL MOGS MUSK MYCN MYH3 MYL11 NCF1 NFIB NSUN2 NUAK2 NXN ODC1 ORC1 OTUD6B PALB2 PAX3 PCGF2 PCLO PCNT PDE4D PGAP2 PGAP3 PGM3 PHF6 PIEZO2 PIGL PIGO PIGV PIGW PIGY PIK3R2 POLA1 POLR1A POLR3A PPP1R12A PRIM1 PRKAR1B PRMT7 PRR12 PUF60 PURA PYCR1 RAB18 RAC1 RAD51 RAD51C RBM10 RBMX RBPJ RECQL4 RERE RFC2 RFWD3 RFX7 RHOA RIPK4 RNU4ATAC ROR2 RPL10 RTL1 SALL1 SALL4 SCARF2 SEPTIN9 SETBP1 SETD2 SETD5 SF3B2 SIN3A SLC25A24 SLC2A10 SLC6A17 SLX4 SMAD4 SMARCA2 SMC5 SMO SMOC1 SMPD4 SNX14 SOX11 SOX6 SOX9 SPEN SPOP SPTBN1 SRCAP STAC3 STRA6 STT3A STX1A TBC1D2B TBL1XR1 TBL2 TBX1 TBX15 TENM3 TGFB3 THOC6 TLK2 TMEM107 TMEM270 TP63 TRIP12 TRMT1 TUBB TXNL4A UBE2T UBE3B UGDH USP9X VPS37D WAC WARS1 WDR35 WNT5A XRCC2 ZBTB18 ZFHX4 ZMPSTE24 ZMYM2 ZNF148 HP_ABNORMAL_SKIN_MORPHOLOGY_OF_THE_PALM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_SKIN_MORPHOLOGY_OF_THE_PALM AAAS AAGAB ABCA12 ABCC9 ACTC1 ACTN2 ACVRL1 ADAMTSL1 ADNP AFF3 AIP AKT1 ALDH6A1 ALOX12B ALOXE3 ANKRD1 ANKRD11 AP1B1 APC AQP5 ARID1B ARL3 ASXL1 ASXL2 ASXL3 ATP2A2 ATP6V0A2 ATP6V1B2 ATR AUTS2 B3GLCT B4GALT7 BAG3 BAG5 BCOR BHLHA9 BICD2 BMP4 BMPR1B BRAF BRD4 BRF1 C1R CAP2 CARD14 CAST CCBE1 CCNQ CD28 CD4 CD96 CDC42BPB CDK10 CDK19 CDSN CEP55 CEP57 CERS3 CFTR CHD7 CHST14 CHST3 CIB1 CILK1 CKAP2L CLCN7 COG1 COG6 COL14A1 COL17A1 COL7A1 COX14 COX7B CPLX1 CREBBP CRYAB CSGALNACT1 CSNK2A1 CSRP3 CST6 CSTA CTBP1 CTC1 CTCF CTLA4 CTSB CTSC CYP4F22 DDX11 DES DHX30 DIS3L2 DKC1 DLK1 DLX4 DMD DOCK6 DOK7 DOLK DPAGT1 DPH1 DPH2 DPYD DSC2 DSE DSG1 DSG2 DSP DST EHMT1 ENPP1 EP300 ESCO2 EXT1 EXTL3 EZH2 FBXO28 FERMT1 FGD1 FGF9 FGFR2 FGFR3 FGFRL1 FHL2 FIG4 FKTN FLG FLNA FOXP1 G6PC3 GATA1 GATAD1 GDF5 GJA1 GJA5 GJA8 GJB2 GJB3 GJB4 GJB6 GLE1 GLYCTK GMPPA GNB2 GPR101 GPR35 GRHL2 GRIN1 H3-3A H4C9 HAND2 HCCS HDAC4 HDAC8 HNRNPK HPGD HRAS IFT122 IFT43 IFT57 IGF1 ITCH ITGB4 IVNS1ABP JARID2 JPH2 JUP KANK2 KAT6B KATNB1 KCNH1 KCNK9 KCNMA1 KCNN3 KDF1 KDM4B KDSR KIF21A KLHL24 KLLN KMT2D KRAS KRT1 KRT10 KRT14 KRT16 KRT17 KRT2 KRT5 KRT6A KRT6B KRT6C KRT74 KRT83 KRT9 LAMA3 LAMA4 LAMB3 LAMC2 LBR LDB3 LETM1 LIFR LMNA LMOD2 LMX1B LONP1 LORICRIN LSS LTBP1 LTBP4 LZTR1 MAP1B MAP2K1 MAP2K2 MAP3K7 MBTPS2 MCOLN1 MCTP2 MED12 MED25 MEF2C MEG3 MEGF8 MMP1 MRAS MSL3 MST1 MT-TS1 MTFMT MTOR MTX2 MUSK MYBPC3 MYH3 MYH6 MYH7 MYOD1 MYPN NAA10 NAA20 NALCN NBAS NDUFB11 NECTIN1 NECTIN4 NEXMIF NEXN NGLY1 NHP2 NIPAL4 NIPBL NLRP1 NOG NOP10 NPM1 NSD2 NSDHL NUP107 NUP188 NUP88 NXN OTUD5 PACS1 PARN PDGFRB PDHA1 PEPD PERP PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PGM2L1 PIEZO2 PIGL PIGS PIK3CA PKDCC PKP1 PLAA PLEC PLN PLOD1 PLOD3 PNPLA1 PNPLA6 POFUT1 POGLUT1 POLRMT POMP PORCN PPCS PPP2CA PPP2R3C PPP3CA PRDM16 PRR12 PSEN1 PSEN2 PSENEN PTCH1 PTCH2 PTEN PTPRF PUF60 RAB11B RAD21 RAF1 RAPSN RBM10 RBM20 RHBDF2 RIN2 RIPK4 RIT1 RNU4ATAC ROR2 RPL10 RPL3L RPS23 RPS6KA3 RSPO1 RTEL1 RTL1 SASH1 SCN5A SDHA SDHB SDHC SDHD SDR9C7 SEC23B SEMA4D SEPSECS SERPINA12 SERPINB7 SET SETBP1 SGCD SHOC2 SLC18A3 SLC25A12 SLC25A24 SLC39A13 SLCO2A1 SLURP1 SMAD2 SMARCA2 SMARCAD1 SMC1A SMC3 SMC5 SMOC1 SMPD4 SMS SNAP29 SOX18 SPECC1L SPRED2 SPRTN SPTBN1 SRD5A3 STAG1 STS STXBP1 SUFU SULT2B1 TAF1A TAF6 TAFAZZIN TASP1 TAT TBL1XR1 TBX4 TCAP TCF12 TCF4 TELO2 TERC TERT TFAP2A TGDS TGM1 TGM5 THOC2 TINF2 TMEM147 TMPO TNFRSF1B TNNC1 TNNI2 TNNI3 TNNT2 TNNT3 TOE1 TP63 TPM1 TPM2 TRAPPC11 TRIM37 TRIM8 TRIO TRPM4 TRPS1 TRPV3 TSEN15 TSEN2 TSEN34 TSEN54 TTN TUBA1A TWIST1 TXNRD2 TYMS UBE3B UBR1 UBR7 UFC1 USB1 USF3 VAC14 VCL VEZF1 VPS13B VPS33A VPS33B VPS51 WAC WDR37 WNT10A WRAP53 XYLT1 YY1 ZC4H2 ZMYM2 ZNF292 ZNF462 ZNF469 HP_ABNORMAL_SKULL_BASE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_SKULL_BASE_MORPHOLOGY ABAT ABCC9 ACADVL ACP5 AFF3 ALDH18A1 ALDH7A1 ALG3 ALX4 AMER1 ANKH AP1S2 APC2 ARID1A ARID1B ARID2 ARMC9 ASXL1 ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 B3GALNT2 B3GALT6 B4GALT1 B4GAT1 B9D1 B9D2 BANF1 BCOR BLTP1 BRF1 BUB1 BUB1B BUB3 C2CD3 CAMSAP1 CC2D2A CCDC22 CDC42 CDH2 CDKN1C CEP120 CEP290 CEP57 CHD7 CLP1 CNOT3 COG1 COL1A1 COL1A2 COL4A1 CPLANE1 CPT2 CREBBP CRPPA CSF1R CSPP1 CTU2 DAG1 DDX3X DENND5A DHCR7 DKK1 DLK1 DOK7 DPF2 DPH1 DPH2 DPH5 DPYSL5 DYNC2H1 DYNC2I1 DYNC2I2 EBP EDEM3 EP300 ERCC5 ESCO2 EVC EVC2 EXOSC8 FAR1 FBXO28 FGFR1 FGFR2 FKRP FKTN FLNA FLNB FLVCR2 FOXC1 FTO GDF6 GJB2 GJB6 GLI3 GNAS GPC3 GPC4 GTPBP2 HRAS HYLS1 IFT80 IGF2 IL6ST KATNB1 KCNQ1 KCNQ1OT1 KIAA0586 KIF21A KIF5A KIF7 KRAS LARGE1 LBR MAB21L1 MAN2B1 MAP3K7 MAPKAPK5 MBD5 MEG3 MID1 MKS1 MRE11 MSX2 MTM1 MUSK MYF5 MYOD1 NDUFC2 NEK8 NOTCH2 NOTCH3 NPHP3 NRAS NSD1 NUP88 OFD1 OPHN1 PACS2 PDGFRB PGAP2 PHGDH PIEZO2 PIGN PIGU PITX1 PLCH1 PLG PLPBP PMM2 PMPCA POGZ POLR2A POLR3A POMGNT1 POMGNT2 POMK POMT1 POMT2 PPFIBP1 PPP1CB PRX PTDSS1 PTH1R PUF60 RAB18 RAC1 RAPSN RFT1 RNF113A RNU12 RPGRIP1 RPGRIP1L RTL1 RXYLT1 SEMA3E SETBP1 SETD2 SH2B1 SH3PXD2B SIK3 SIX2 SLC18A3 SLC31A1 SLC35A2 SLC4A2 SLC5A6 SLF2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMG9 SNORD118 SOX11 SOX3 SOX4 SUFU TAF8 TBC1D24 TBX15 TCTN1 TCTN2 TCTN3 TGFB1 TIMMDC1 TMEM107 TMEM138 TMEM216 TMEM231 TMEM237 TMEM53 TMEM67 TNFRSF11A TRIP13 TUBA1A TUBB TUBB2A TXNDC15 USP9X VPS35L VPS51 VRK1 VSX1 WASHC5 WDR35 WDR73 WDR81 ZBTB20 ZEB2 ZIC1 ZSWIM6 HP_ABNORMAL_SMALL_INTESTINAL_MUCOSA_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_SMALL_INTESTINAL_MUCOSA_MORPHOLOGY ADAM17 ALG3 ALG9 CIITA DEF6 DGAT1 EPCAM FOXP3 IL2RA LCT LRBA MCM6 MPI MYO5B NLRC4 PCSK1 PERCC1 PMM2 RFX5 RFXANK RFXAP SAR1B SKIC2 SKIC3 SPINK5 STAT1 STX3 SYK TOM1 UNC45A WNT2B HP_ABNORMAL_SMALL_INTESTINE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_SMALL_INTESTINE_MORPHOLOGY ABCB11 ACOX2 ACTG2 ADAM17 ADAMTS3 AKR1D1 ALDH18A1 ALG1 ALG3 ALG6 ALG8 ALG9 AMACR ANTXR2 AP1S1 APOB ARID1B ATP8B1 BICRA BLNK BMPR1A BRCA1 BRCA2 BRIP1 BUB1 BUB1B BUB3 CAMK2A CARD8 CCBE1 CCDC47 CD55 CDC45 CDKN1A CDKN1B CDKN2B CDKN2C CDON CEACAM3 CEACAM6 CENPF CEP57 CFAP45 CFTR CHD7 CHST14 CIITA CLCA4 CLMP COG8 COX4I2 CPLX1 CTBP1 CTRC CXCR4 CYP7B1 DCTN4 DEF6 DGAT1 DIS3L2 DISP1 DLL1 DNAJC21 DSE DYRK1A DZIP1L EDNRA EFEMP2 EFL1 ELN EP300 EPCAM ERCC4 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FBLN5 FBN2 FCGR2A FGF8 FGFR1 FGFRL1 FLI1 FLNA FOCAD FOXF1 FOXH1 FOXP3 FRAS1 GAS1 GATA1 GCLC GLI2 GMPPB GPC3 GPC4 GPR35 GSTM3 GTF2H5 HFE HLA-DQA1 HLA-DQB1 HMOX1 HSD3B7 IGHG2 IGKC IL12A IL12RB1 IL2RA IPO8 IRF5 IVNS1ABP KAT6B KCNN4 KDM3B LBR LCT LETM1 LIPA LRBA LTBP1 MAD2L2 MCM6 MED12 MEN1 MIF MIR17HG MLXIPL MMEL1 MPI MST1 MTTP MYCN MYH11 MYO5B NLRC4 NODAL NSD2 ODC1 PALB2 PCSK1 PERCC1 PET117 PEX12 PI4KA PIGN PIK3C2A PKHD1 PLA2G4A PLG PLVAP PMM2 PNLIP PORCN POU2AF1 PPP1R12A PRSS1 PRSS2 PTCH1 PTEN PTF1A PTRH2 RAD21 RAD51 RAD51C RARB RBM10 RBM8A RELA RERE RFWD3 RFX5 RFX6 RFXANK RFXAP RTTN SALL1 SAR1B SATB2 SBDS SEMA4D SERPINA1 SHH SHPK SIX3 SKIC2 SKIC3 SLC10A2 SLC11A1 SLC25A12 SLC26A9 SLC51B SLC6A14 SLC7A7 SLC9A3 SLX4 SOCS1 SPIB SPINK1 SPINK5 SRCAP SRP54 STAG2 STAT1 STAT3 STAT5B STRA6 STX1A STX3 SUFU SYK TBC1D7 TCF4 TDGF1 TGFB1 TGIF1 TJP2 TNFAIP3 TNFSF15 TNPO3 TOM1 TRIP13 TTC7A UBE2T UNC45A WAC WBP11 WNT2B WNT4 WNT7B XRCC2 XYLT2 ZIC2 ZIC3 ZNF699 HP_ABNORMAL_SOCIAL_BEHAVIOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_SOCIAL_BEHAVIOR AARS1 ABCA7 ABCC8 ACOX1 ADNP ADSL ALG11 AMPD2 AP2M1 AP4B1 AP4E1 AP4M1 AP4S1 APC2 APP ARSA ATP10A ATRX BAZ1B BCL7B BUD23 C12orf4 CACNA1G CACNA1H CAMTA1 CARS1 CCNK CDC40 CDKL5 CHAMP1 CHD2 CHMP1A CIT CLIP2 CLTC CNTNAP2 COG6 CREBBP CSF1R CTNNA2 DDX59 DLK1 DNAJC30 DNAJC6 DPYD DYRK1A EBP EIF4H ELN EP300 ERCC2 ERCC3 EXTL3 FKBP6 FMR1 FOXG1 FOXP2 GABBR2 GABRA1 GABRB3 GABRG2 GATAD2B GFM2 GLI3 GRIK2 GRIN1 GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 HERC1 HSD17B10 HTRA2 IFNG IQSEC2 ITPR1 JRK KANSL1 LCA5 LIMK1 LINGO1 LNPK LRAT LRRK2 MAN2C1 MAPT MBD5 MECP2 MED12 MED13L MEG3 METTL27 MLXIPL MPLKIP NCF1 NEXMIF NF1 NLGN1 NONO NOVA2 NTNG1 NTNG2 OCA2 OPHN1 PARK7 PCDH19 PDE2A PGAP1 PIGH PIGS PINK1 PLA2G6 PODXL POGZ POLA1 POU4F1 PPIL1 PRKN PSAP PSEN1 PSEN2 PUS3 RFC2 RLIM RNF113A RPE65 RTL1 SCN1A SETBP1 SETD2 SH2B1 SHANK3 SLC2A1 SLC6A1 SLC6A17 SLC6A8 SLC9A6 SMARCA2 SMC1A SNCA SNRPN SNX14 SORL1 SPATA7 SPTBN1 STX1A SYNGAP1 SYNJ1 TARS1 TBC1D2B TBL2 TBR1 TELO2 TET3 TMEM270 TMTC3 TOMM40 TREM2 TRIM8 TSC1 TSC2 TTC19 TUBB3 UBE3A UCHL1 VPS13C VPS37D WARS2 WDR4 WLS ZMYND11 HP_ABNORMAL_SOFT_PALATE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_SOFT_PALATE_MORPHOLOGY ADA2 AEBP1 ALG3 ALG9 AMER1 AMMECR1 ARHGAP29 ARHGEF38 ASPH ATP6V1B2 B3GALNT2 B4GALT7 B4GAT1 B9D2 BCOR BGN BICRA BIN1 BMP4 BRCA1 BRCA2 BRIP1 BUB1 CDC45 CDC6 CDH1 CDH11 CDON CDT1 CHD4 CHD7 COBLL1 COL11A1 COL11A2 COL2A1 COL4A1 CRPPA CUL3 DAG1 DDX3X DDX59 DGCR2 DGCR6 DGCR8 DHCR24 DHCR7 DISP1 DLG1 DLG3 DLK1 DLL1 DLX4 DVL1 DYRK1A EDN1 EIF4A3 ERCC4 ESS2 EYA1 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FBXO11 FGF10 FGF8 FGFR1 FGFR2 FGFR3 FKBP14 FKRP FKTN FLNA FOXH1 FTO GAS1 GATA1 GJA5 GJA8 GLI2 GLI3 GMNN GNAI3 GNB2 GRHL3 H4C5 HAAO HEATR3 HNRNPK HYAL1 HYLS1 IFT140 IGBP1 IPO8 IRF6 KAT6B KCNH1 KCNK9 KCNMA1 KCNN3 KCTD1 KDM6B KIF14 KIF7 KMT2C KMT2D LARGE1 MAD2L2 MAP3K7 MED12 MEG3 METTL23 MSX1 MSX2 MYL11 MYMX NECTIN1 NEK1 NODAL NONO NXN ORC1 ORC4 ORC6 PALB2 PDGFRA PGAP1 PGAP2 PGAP3 PGM1 PI4KA PIEZO2 PIGL PIGO PIGV PIGW PIGY PLCB4 PLCH1 POGZ POLA1 POLR3A POMGNT1 POMGNT2 POMK POMT1 POMT2 PPP1CB PRR12 PTCH1 PTDSS1 RAD21 RAD51 RAD51C RAI1 RECQL4 RFWD3 RFX7 RIC1 RLIM RNU4ATAC ROR2 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS23 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RTL1 RXYLT1 RYR1 SATB2 SCNM1 SEC23A SELENOI SEMA3E SERPING1 SETD5 SF3B4 SHH SHMT2 SIAH1 SIX1 SIX3 SKIC3 SLC25A19 SLC2A10 SLC39A13 SLX4 SMAD3 SMAD4 SMARCD1 SMC1A SMCHD1 SMPD4 SMS SNRPB SNRPN SON SPEG SPTBN1 STAC3 STAG2 STIL SUPT16H TBCE TBX1 TBX22 TCOF1 TCTN3 TDGF1 TGDS TGFB2 TGFB3 TGFBR1 TGFBR2 TGIF1 THOC6 TMEM231 TP63 TSR2 TTN TUBB6 TWIST1 TWIST2 TXNL4A UBB UBE2T USP9X WDR35 XRCC2 XYLT1 ZEB2 ZIC2 ZPR1 HP_ABNORMAL_SPACED_INCISORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_SPACED_INCISORS ABCC9 ALX3 ANKRD11 ATRX CHSY1 DNMT3A DOCK7 FREM1 GATAD2B HMGB3 HRAS RNF2 STAG1 TUBGCP2 HP_ABNORMAL_SPERM_AXONEME_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_SPERM_AXONEME_MORPHOLOGY AK7 CATIP CFAP91 FSIP2 QRICH2 SPEF2 USP26 WDR19 HP_ABNORMAL_SPERM_HEAD_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_SPERM_HEAD_MORPHOLOGY ACTL9 ARMC2 AURKC BRDT C2CD6 CATIP CATSPER2 CCDC62 CEP112 CFAP69 CFAP70 CFAP91 CT55 DNAH17 DPY19L2 FBXO43 GBA2 GGN IQCN PMFBP1 SPATA16 STRC SUN5 TEKT3 TSGA10 TTC29 USP26 ZPBP HP_ABNORMAL_SPERM_MOTILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_SPERM_MOTILITY AK7 AKAP3 ALG5 ALG9 ARL2BP ARMC2 BICC1 BRDT CATIP CATSPER1 CATSPER2 CCDC103 CCDC34 CCDC39 CCDC40 CCDC65 CCNO CDC14A CEP112 CFAP221 CFAP251 CFAP298 CFAP300 CFAP410 CFAP43 CFAP45 CFAP47 CFAP58 CFAP65 CFAP69 CFAP70 CFAP74 CFAP91 CT55 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH10 DNAH11 DNAH17 DNAH2 DNAH5 DNAH7 DNAH8 DNAH9 DNAI1 DNAI2 DNAJB11 DNAJB13 DNAL1 DNALI1 DNHD1 DRC1 DZIP1 FBXO43 FOXJ1 FSIP2 GANAB GAS2L2 GAS8 GBA2 HNF1B HYDIN IFT140 IFT74 KCNU1 KLHL10 LRRC56 MCIDAS NEK10 NME5 NME8 ODAD1 ODAD2 ODAD3 ODAD4 OFD1 PDE11A PDHA2 PKD1 PKD2 PMFBP1 PRKAR1A RPGR RPL10L RSPH1 RSPH3 RSPH4A RSPH9 SEPTIN12 SLC26A8 SPAG1 SPAG17 SPEF2 SPINK2 SSX1 STK36 STRC SUN5 TEKT3 TTC12 TTC21A TTC29 USP26 WDR19 ZMYND10 HP_ABNORMAL_SPERM_TAIL_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_SPERM_TAIL_MORPHOLOGY AK7 AKAP3 ARMC2 AURKC CATIP CATSPER2 CCDC34 CFAP251 CFAP43 CFAP44 CFAP47 CFAP58 CFAP65 CFAP69 CFAP70 CFAP74 CFAP91 CT55 DNAH1 DNAH10 DNAH17 DNAH2 DNAH7 DNAH8 DNALI1 DNHD1 DRC1 DZIP1 FKBP6 FSIP2 IFT74 KCNU1 QRICH2 SPEF2 SSX1 STRC TTC21A TTC29 USP26 WDR19 HP_ABNORMAL_SPINAL_CORD_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_SPINAL_CORD_MORPHOLOGY ABCA1 ABCD1 ACTA2 ACTB ACVRL1 ACY1 AKT1 ALDH18A1 AMER1 APC ARID1B ARPC4 ARSB ARSL ARVCF ATP6V1B2 ATXN1 ATXN2 ATXN3 B2M B3GALT6 B3GLCT B4GAT1 BAZ1B BCL7B BICD2 BMP2 BMS1 BRAF BRCA1 BRCA2 BRIP1 BTD BUD23 CCBE1 CCL2 CCM2 CCND1 CCNQ CCT5 CDK13 CHN1 CHRNG CLIP2 CLP1 COG4 COL18A1 COL2A1 COLEC10 COLEC11 COMP COMT COQ6 CPLX1 CREBBP CTBP1 CTNNB1 CUL7 CYP27A1 CYP7B1 DACT1 DARS1 DARS2 DDHD2 DDR2 DKK1 DLK1 DLL3 DLL4 DNA2 DNAJC3 DNAJC30 EIF4H ELN ENG EP300 ERCC4 EXT1 EXT2 EXTL3 FA2H FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAR1 FBLN1 FBN1 FGFRL1 FIBP FKBP6 FLI1 FLNA FLNB FLVCR1 FOXC2 FOXE1 FOXE3 FOXF1 FUZ FXN GALNS GCLC GDF3 GDF6 GFAP GJB1 GJB2 GLB1 GLRX5 GNAS GNPTAB GP1BB GTF2I GTF2IRD1 GTF2IRD2 HAAO HABP2 HBB HES7 HEY2 HIRA HMGA2 HMX1 HNRNPH1 HNRNPK HRAS IDS IDUA IKBKG IL11RA IRF6 ITGB4 JMJD1C KANSL1 KCNH1 KDM1A KIF1B KIF22 KPNA3 KRIT1 LEMD3 LETM1 LFNG LIG4 LIMK1 LMNB1 LMX1B LOX LYST LZTR1 MAD2L2 MAFB MAN2B1 MAP3K7 MASP1 MAT2A MBTPS2 MEG3 MEOX1 MESP2 METTL27 MFAP5 MFN2 MINPP1 MLXIPL MMACHC MNX1 MORC2 MTHFD1 MTHFR MTR MTRR MYH11 MYH3 MYLK NAXE NCAPG2 NCF1 NEFL NEK9 NELFA NEPRO NF1 NF2 NFIA NFIX NMNAT1 NOTCH2 NOTCH2NLC NOTCH3 NRAS NSD2 NSUN2 PALB2 PAX3 PDCD10 PHEX PHGDH PI4KA PIGG PIK3CA PLEC PLP1 PNPLA6 POLA1 POLG PORCN PRKAR1B PRKG1 PRMT7 PRPS1 PSAT1 PTCH1 PTDSS1 PTPN11 PUF60 RAB23 RAD51 RAD51C RAF1 RAI1 RASA1 RBM8A RECQL4 RELA REPS1 RFC2 RFWD3 RIPPLY2 RMRP RNASEH1 RORA RPS19 RREB1 RRM2B RTL1 RTN2 RUNX2 SALL1 SALL4 SEC24C SETD2 SETX SH2B1 SLC25A19 SLC26A2 SLC33A1 SLX4 SMAD2 SMAD3 SMAD4 SMARCB1 SNRPB SOX9 SPARC SPG11 SPG7 STX1A SUPT16H TBC1D24 TBL2 TBX1 TBX6 TBXT TDP1 TGFB2 TGFB3 TGFBR1 TGFBR2 THSD4 TLR7 TMEM270 TNXB TRAF7 TRAPPC14 TRIM36 TRPV4 TWNK UBA2 UBAP1 UBE2T UFD1 VANGL1 VANGL2 VHL VPS37D WASHC5 WBP11 XRCC2 ZFTA ZIC1 ZMYM2 HP_ABNORMAL_SPINAL_MENINGEAL_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_SPINAL_MENINGEAL_MORPHOLOGY ACTA2 ELN FBN1 FOXC2 FOXE3 HEY2 KANSL1 LOX MAT2A MFAP5 MYH11 MYLK NF1 NOTCH3 PRKG1 RASA1 SMAD2 SMAD3 SMAD4 TGFB2 TGFB3 TGFBR1 TGFBR2 THSD4 HP_ABNORMAL_SPUTUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_SPUTUM ACTA2 ACVRL1 BTNL2 C4A CCDC103 CCDC39 CCDC40 CCDC65 CCNO CCR1 CEACAM3 CEACAM6 CFAP221 CFAP298 CFAP300 CFAP74 CFTR CLCA4 CLEC7A COL3A1 COL5A1 COL5A2 CTLA4 DCTN4 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAL1 DNASE1L3 DRC1 EDNRA EIF2AK4 ELN ENG ERAP1 F5 FAS FBN1 FCGR2A FOXE3 FOXJ1 GAS2L2 GAS8 GCLC GDF2 GIMAP5 GSTM3 HEY2 HFE HLA-B HLA-DPA1 HLA-DPB1 HLA-DRB1 HMOX1 HYDIN IFNG IFNGR1 IL10 IL12A IL12A-AS1 IL12B IL17F IL17RA IL17RC IL23R KCNN4 KLRC4 LOX LRRC56 MAT2A MCIDAS MEFV MFAP5 MIF MLX MYH11 MYLK NEK10 NME5 NME8 ODAD1 ODAD2 ODAD3 ODAD4 OFD1 PRKG1 PRTN3 PTPN22 RPGR RSPH1 RSPH3 RSPH4A RSPH9 SCNN1A SCNN1B SCNN1G SERPINA1 SLC11A1 SLC26A9 SLC34A2 SLC6A14 SLC9A3 SMAD2 SMAD3 SMAD4 SPAG1 SPEF2 STAT4 STK36 STX1A TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 THSD4 TLL1 TLR4 TRAF3IP2 TSC1 TSC2 TTC12 UBAC2 ZMYND10 HP_ABNORMAL_STERNAL_OSSIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_STERNAL_OSSIFICATION CD96 CPLX1 CTBP1 FGFRL1 FIG4 LETM1 NFIX NSD2 ORC1 ORC6 SOX9 VAC14 HP_ABNORMAL_STERNUM_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_STERNUM_MORPHOLOGY ABCC6 ABL1 ACP5 ACTA1 ACTA2 ACTB ADAMTSL2 ADGRG1 ADNP AEBP1 AGA AGRN AIFM1 AKT1 ALDH18A1 ALPL AMER1 ANAPC7 AP1G1 APC2 ARID1B ARID2 ARL3 ARSB ASAH1 ASH1L ASPH ASXL1 ATAD3A ATG7 ATP2B1 ATP6V0A2 ATP7A B3GALT6 B3GAT3 B3GLCT B4GALT7 BAZ1B BCL7B BCOR BCORL1 BGN BICD2 BICRA BMP1 BMP2 BRAF BRD4 BUB1B BUD23 CA2 CBL CBS CCBE1 CCDC47 CD96 CDC42 CDC42BPB CDH11 CEP120 CFL2 CHAT CHRM3 CHRNG CHST11 CHST14 CHST3 CLIP2 COG4 COL11A2 COL12A1 COL13A1 COL1A2 COL2A1 COL3A1 COL5A1 CPLX1 CREBBP CRTAP CSF1R CSGALNACT1 CTBP1 CTNS CUL7 CUX1 CYP27B1 CYP2R1 DACT1 DDR2 DHODH DICER1 DLK1 DNAJC30 DPF2 DSE DVL1 DVL3 DYM DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYRK1A EFEMP2 EFNB1 EIF4H ELMO2 ELN EMD EP300 ERF EVC EVC2 EXTL3 FAM149B1 FAM20C FARSB FBLN5 FBN1 FBN2 FGD1 FGFR1 FGFR2 FGFR3 FGFRL1 FHL1 FIG4 FKBP10 FKBP6 FKTN FLNA FLNB FMR1 FN1 FOXE3 FRA10AC1 FRAS1 FZD2 G6PC3 GALNS GATA6 GBA1 GDF11 GJA5 GJA8 GLB1 GNB1 GNPTAB GNPTG GORAB GPC3 GPC4 GTF2I GTF2IRD1 GTF2IRD2 GTPBP2 GUSB GZF1 HACD1 HBA1 HBA2 HDAC4 HDAC8 HES7 HEY2 HNRNPH1 HNRNPH2 HNRNPK HPGD HRAS HS2ST1 HSD17B4 HSPG2 HUWE1 HYOU1 IFT122 IFT140 IFT172 IFT43 IFT52 IFT80 IGBP1 IGF1R IHH IL6ST INPP5K INPPL1 INTS1 IPO8 IRX5 ITCH ITGA7 KANSL1 KAT6A KDELR2 KDM5C KDM6B KIAA0753 KIF7 KLHL41 KLLN KMT2A KRAS KRT5 LAMA5 LBR LETM1 LGI3 LIG4 LIMK1 LMBRD2 LMNA LMOD3 LMX1B LONP1 LOX LRP2 LRP4 LTBP1 LTBP2 LZTR1 MAF MAN1B1 MAN2B1 MAP2K1 MAP2K2 MAP3K20 MAP3K7 MAPRE2 MARS2 MAT2A MATN3 MBTPS1 MBTPS2 MECP2 MED12 MED25 MEG3 MEGF10 MEGF8 MET METTL27 MFAP5 MGAT2 MLXIPL MME MRAS MSTO1 MTX2 MYF5 MYH11 MYH3 MYL2 MYLK MYO9A MYOD1 MYPN NAA10 NALCN NARS1 NCF1 NEB NEK1 NEPRO NEU1 NF1 NFIX NHLRC2 NIPBL NKAP NKX3-2 NOG NOTCH2 NOTCH3 NPR3 NRAS NSD1 NSD2 NSUN2 NUP107 NXN OBSL1 ORC1 ORC6 OSGEP PACS1 PCGF2 PDHX PGAP2 PGAP3 PHEX PI4KA PIEZO1 PIEZO2 PIGL PIGO PIGQ PIGS PIGT PIGU PIGV PIGW PIGY PIK3C2A PIK3CA PLAA PLEKHM1 PLOD1 PLOD2 PLXND1 POLR2A PPIB PPP1CB PPP1R15B PPP1R21 PPP2R1A PQBP1 PRKG1 PRKG2 PROKR2 PRR12 PTCH1 PTEN PTF1A PTPN11 PUF60 PYCR1 PYCR2 PYROXD1 RAB33B RAB3GAP2 RAB5IF RAD21 RAF1 RASA2 RBM10 REST RET RFC2 RIN2 RIT1 RMRP RNF135 ROR2 RPS6KA3 RRAS RRAS2 RSPRY1 RTL1 SCARF2 SCN4A SDHB SDHC SDHD SEC23B SEC24D SELENON SETBP1 SETD2 SH3PXD2B SHOC2 SIK3 SIL1 SKI SLC12A2 SLC16A2 SLC18A3 SLC25A1 SLC2A10 SLC34A1 SLC34A3 SLC37A4 SLC5A7 SLC9A6 SMAD2 SMAD3 SMAD4 SMC1A SMC3 SMS SNAP25 SNX14 SOS1 SOS2 SOX10 SOX5 SOX9 SP7 SPECC1L SPRED1 SPRED2 SPRTN SRPX2 SRY STX1A SYNE1 SYNE2 SYT2 TAF1 TBCD TBCK TBL2 TBX3 TBX5 TBX6 TCTN3 TELO2 TGDS TGFB2 TGFB3 TGFBR1 TGFBR2 THSD4 TMCO1 TMEM231 TMEM270 TMEM43 TMEM94 TNFRSF11A TNFRSF11B TNNT1 TOE1 TPM2 TPM3 TRIO TRIP11 TRIP4 TRMT10A TRPM3 TRPS1 TRPV4 TTC21B TUBB UBTF UCHL1 UPF3B USF3 VAC14 VAMP1 VDR VPS13B VPS33A VPS37A VPS37D WBP11 WDR11 WDR19 WDR35 WNT5A WNT7A XYLT1 XYLT2 ZBTB20 ZDHHC9 ZEB2 ZFPM2 ZMIZ1 ZNF668 HP_ABNORMAL_STOMACH_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_STOMACH_MORPHOLOGY AAGAB ABCC2 ACD ADAMTS2 ADAMTS3 ADAMTSL2 AIRE AKT1 ALDH18A1 APC ARF1 ARFGEF2 ARID1B ATAD1 ATP6V1E1 ATP7A AURKA AXIN2 BAP1 BAX BAZ1B BCL10 BCL7B BCOR BCR BIN1 BLM BMPR1A BRAF BRD4 BUB1 BUB1B BUB3 BUD23 C1R CAMTA1 CARD8 CASP10 CASZ1 CAVIN1 CBLIF CCBE1 CCND1 CDH1 CDK4 CDKN2A CDKN2B CEP57 CHEK2 CHST14 CISD2 CLIP2 COL14A1 COL18A1 COL1A1 COL5A1 COL5A2 CRKL CTLA4 CTNNB1 CYBA CYBB CYBC1 DCC DEF6 DHCR7 DHODH DLC1 DLK1 DNAJC30 DNM2 DYRK1A EFEMP2 EIF4H ELF4 ELN ENG EP300 ERBB2 ERMARD EXT2 FAS FASLG FAT4 FBLN5 FGFR2 FGFR3 FIG4 FKBP6 FLCN FLI1 FLNA FOCAD FOXP3 GABRD GBA1 GLIS3 GLRA1 GLRB GON7 GPHN GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 HDAC4 HDAC8 HNF1B HRAS HSPG2 IFIH1 IGHG2 IGKC IL1B IL1RN IPO8 IRF1 ITGA6 ITGB4 KANSL1 KCNAB2 KIT KLF6 KRAS LAGE3 LAMA3 LAMB3 LAMC2 LBR LIMK1 LRBA LTBP1 LTBP4 LUZP1 MAP1B MAP3K7 MAPK1 MC1R MCC MDM2 MED12 MEG3 METTL27 MGMT MITF MLH1 MLH3 MLXIPL MMP23B MSH2 MSH3 MSH6 MTM1 MTMR14 MUTYH MYF6 MYH11 NAA10 NCF1 NCF2 NCF4 NEDD4L NEFH NEK9 NFIX NFKB1 NFKB2 NIPBL NPHS1 NRAS NUP107 NUP133 OSGEP OTC PAK2 PDE11A PDGFRA PDGFRL PDPN PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PIEZO2 PIK3CA PLA2G2A PLA2G4A PLEC PORCN POT1 PPP2R3C PPP2R5D PRDM16 PRKAR1A PRKCD PRKCZ PTCH1 PTPN12 PTPRJ PYCR1 RAD21 RAD54B RASGRP1 RERE RFC2 RIPK1 RNF43 RPS20 RTL1 RYR1 SDHA SDHB SDHC SEMA4A SERPINA1 SERPINH1 SH2B1 SKI SKIC2 SKIC3 SLC2A10 SLC6A5 SMAD4 SMC1A SMC3 SPEN SRC STK11 STS STX1A SYK SYT2 TBL2 TBX3 TCF4 TERF2IP TERT TFAP2A TGFB3 TLR2 TMEM270 TMTC3 TNXB TP53 TP53RK TPRKB TREX1 TRIP13 UBE4B VAC14 VPS37D WDR4 WDR73 WFS1 YRDC ZBTB7A ZEB2 ZNF699 HP_ABNORMAL_STOOL_COMPOSITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_STOOL_COMPOSITION ALAD BRCA1 BRCA2 CPOX CYP7B1 DCDC2 DEF6 EPCAM GATA1 HSD3B7 MYO5B PERCC1 PPOX PTPN3 RFX6 SLC10A2 SLC26A3 SLC9A3 UROD UROS HP_ABNORMAL_ST_SEGMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_ST_SEGMENT ABCC9 ACTC1 AKAP9 CACNA1C CACNA2D1 CACNB2 CITED2 CLCNKB GATA4 GATA6 GPD1L GYG1 HCN4 KCND3 KCNE3 KCNE5 KCNJ8 MYH6 NKX2-5 PKP2 POLG PRKAG2 RAF1 RANGRF RYR1 SCN10A SCN1B SCN2B SCN3B SCN5A SCNN1A SEMA3A SLC12A3 SLMAP TBX20 TLL1 TNNC1 TNNT2 TRPM4 HP_ABNORMAL_SUBARACHNOID_SPACE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_SUBARACHNOID_SPACE_MORPHOLOGY ACTA2 ACVRL1 AHCY AIFM1 ALDH7A1 ALG11 ALG12 ALG2 ALG9 ANGPTL6 APP ATP11A CD109 CDH2 CHD3 COL3A1 COX16 CUX1 DCC DNM1 DOCK8 DTYMK ELN ENG F10 FBN1 FOXE3 GAA GCDH GDF2 GP1BA GP1BB GRIN1 HEY2 IDH1 ITGA2 ITGA2B ITGB3 KIFBP L1CAM LMNB2 LOX MAN2C1 MAT2A MFAP5 MPDU1 MRE11 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW MTRR MYH11 MYLK NARS1 NMNAT1 PIGW PLCH1 PLPBP PRKG1 RASA1 RNU4ATAC SEPSECS SLC33A1 SMAD2 SMAD3 SMAD4 SNRPN STIM1 SYNGAP1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 THSD1 THSD4 TSEN15 TSEN2 TSEN34 TSEN54 TTC26 WAC WARS2 HP_ABNORMAL_SUBCLAVIAN_ARTERY_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_SUBCLAVIAN_ARTERY_MORPHOLOGY ACTA2 CREBBP DDX6 EP300 KNSTRN NKX2-6 PIK3CD PLD1 PLXND1 HP_ABNORMAL_SUBCUTANEOUS_FAT_TISSUE_DISTRIBUTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_SUBCUTANEOUS_FAT_TISSUE_DISTRIBUTION AKT1 ATP6V0A2 ATP6V1A ATP6V1E1 PMM2 PTEN TBL1XR1 TGFB1 HP_ABNORMAL_SUBSTANTIA_NIGRA_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_SUBSTANTIA_NIGRA_MORPHOLOGY ADH1C ATXN2 ATXN3 ATXN8OS FBXO7 FTL GBA1 GCH1 GLUD2 GTPBP2 IMPDH2 LRRK2 MAPT MT-TT NR4A2 PRKN SLC44A1 SNCA SNCAIP SPG11 TBCE TBP VPS41 WDR45 HP_ABNORMAL_SUPERIOR_CEREBELLAR_PEDUNCLE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_SUPERIOR_CEREBELLAR_PEDUNCLE_MORPHOLOGY AHI1 ARL3 CEP290 CLCN3 CSPP1 FLI1 INPP5E KIAA0586 LAMA1 NPHP1 TMEM216 TMEM67 HP_ABNORMAL_SWEAT_GLAND_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_SWEAT_GLAND_MORPHOLOGY CDH3 EDA EPS8L3 HOXC13 IKBKG KDF1 KRT14 KRT71 KRT74 KRT85 LIPH LMNA LPAR6 MSX1 NFKBIA NTRK1 RPL21 SOX18 TBX3 TP63 ZMPSTE24 ZNF141 HP_ABNORMAL_SWEAT_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_SWEAT_HOMEOSTASIS AGR2 CA12 CEACAM3 CEACAM6 CFTR CLCA4 DCTN4 EDNRA FCGR2A FUCA1 GCLC GSTM3 GUCY2C HFE HMOX1 KCNN4 MIF NEK10 PNLIP SCNN1A SCNN1B SERPINA1 SLC11A1 SLC26A9 SLC6A14 SLC9A3 STX1A TGFB1 HP_ABNORMAL_SYNAPTIC_TRANSMISSION_AT_THE_NEUROMUSCULAR_JUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_SYNAPTIC_TRANSMISSION_AT_THE_NEUROMUSCULAR_JUNCTION ACAD9 ACADM ACTA1 AGRN AK9 ALG14 ALG2 ANG ANXA11 ATRX ATXN2 BRAF CACNA1S CASQ1 CASR CCNF CDH23 CFAP410 CFL2 CHAT CHCHD10 CHMP2B CHRNA1 CHRNB1 CHRND CHRNE COA8 COL13A1 COLQ DAO DCTN1 DES DKK1 DOK7 DPAGT1 EPHA4 ERBB4 FIG4 FKRP FLNC FUS GFPT1 GIPC1 GLE1 GLT8D1 GMPPB GNA11 HACD1 HINT1 HNRNPA1 ITGA7 KBTBD13 KCNE3 KCNK9 KLHL41 LAMB2 LARGE1 LDB3 LMOD3 LPIN1 LRP12 LRP4 MAP3K20 MATR3 MINPP1 MT-CO1 MT-CO3 MTM1 MUSK MYL2 MYO9A MYPN NEB NEFH NEK1 NGLY1 NOTCH2NLC NR3C1 OBSCN OPTN ORAI1 PFN1 PLEC POMT1 POMT2 PON1 PON2 PON3 PPARGC1A PRPH RAPSN RILPL1 RNASEH1 RRM2B RYR1 SCN4A SELENON SLC18A3 SLC25A1 SLC34A2 SLC5A7 SNAP25 SOD1 SQSTM1 STIM1 SYNE1 SYT2 TAF15 TARDBP TBK1 TFG TOE1 TP53 TPM2 TPM3 TREM2 UBQLN2 UNC13A USP48 USP8 VAMP1 VAPB VCP HP_ABNORMAL_SYNOVIAL_MEMBRANE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_SYNOVIAL_MEMBRANE_MORPHOLOGY ANKRD55 BRAF CD247 F8 HYAL1 IL2RA IL2RB LPIN2 MAP2K1 NOD2 POLR3A PRG4 PTPN11 PTPN2 PTPN22 STAT4 TRAPPC2 HP_ABNORMAL_SYSTEMIC_ARTERIAL_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_SYSTEMIC_ARTERIAL_MORPHOLOGY ABCA1 ABCC6 ABCD4 ABCG5 ABCG8 ABL1 ACTA2 ACVR2B ADA2 ADAMTS19 ADAMTSL1 ADAR ADK AEBP1 AFF4 AGXT ALDH18A1 ALDH1A2 ALG3 ALG5 ALG9 ALMS1 AMER1 ANAPC7 ANGPTL6 ANTXR1 APC2 APOA1 APOA2 APOA5 APOB APOE APP ARF1 ARFGEF2 ARL6IP6 ARVCF ASAH1 ATN1 ATP2B1 ATP6V1A ATP7A B3GALT6 B3GAT3 BANF1 BAZ1B BCL7B BCOR BCR BEST1 BGN BICC1 BMPR2 BRAF BRCA1 BRCA2 BRCC3 BRF1 BRIP1 BUB1 BUB1B BUB3 BUD23 C12orf57 CARS1 CASZ1 CAT CDH2 CDK8 CDON CELA2A CEP19 CEP57 CETP CFAP53 CHD4 CHD7 CHRNG CHST3 CIROP CLIP2 COL1A1 COL1A2 COL3A1 COL4A1 COL5A1 COL5A2 COMT COX7B CPLANE1 CREBBP CRELD1 CRKL CSF2RA CSF2RB CTCF CTSA CYP1B1 CYP27A1 CYP7A1 DARS1 DCDC2 DDX3X DDX6 DGCR2 DGCR6 DGCR8 DHCR7 DIS3L2 DISP1 DLK1 DLL1 DNAH1 DNAH9 DNAJB11 DNAJC30 DNMT3A DOHH DPH5 DYNC2LI1 DYRK1B EFEMP1 EFEMP2 EGFR EHMT1 EIF4H ELN EMILIN1 ENG ENPP1 EP300 EPHX2 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ERMARD ESR1 ESS2 F12 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FARSB FBLN5 FBN1 FBN2 FGF8 FGFR1 FGFR2 FIG4 FKBP14 FKBP6 FLI1 FLNA FLNB FLT4 FMR1 FOXE3 FOXF1 FOXH1 FUCA1 FZD4 GAA GABRD GALC GANAB GAS1 GATA1 GATA4 GATA5 GATA6 GBA1 GDF1 GEMIN4 GGCX GHR GJA1 GJA5 GJA8 GLB1 GLI2 GLI3 GM2A GNA11 GNB2 GP1BB GPIHBP1 GTF2I GTF2IRD1 GTF2IRD2 GUCY1A1 HCCS HDAC4 HEATR3 HES7 HEXA HEXB HEY2 HGD HIRA HLA-B HLA-DRB1 HNRNPK HOXA1 HRAS HSPG2 HTRA1 HYOU1 IDS IFIH1 IFNG IFT140 IGFBP7 IL12B IPO8 JAG1 JAK2 JMJD1C KANSL1 KCNAB2 KCNH1 KCNQ2 KCNT1 KDM6A KMT2D KNSTRN KRAS LARS2 LCAT LDLR LDLRAP1 LIMK1 LIPA LIPC LMNA LMX1B LOX LPL LRP5 LRP6 LRPPRC LSM11 LTBP1 LUZP1 LZTR1 MAD2L2 MAP1B MAP2K1 MAP3K7 MAPK1 MAT2A MAX MCTP2 MED12 MEF2A MEG3 MEIS2 METTL27 MFAP5 MID1 MKS1 MLX MLXIPL MMP14 MMP2 MMP21 MMP23B MPL MT-ATP6 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MYCN MYH11 MYH3 MYH7 MYLK MYOC MYPN MYRF NADSYN1 NAE1 NCF1 NDE1 NDP NDUFB11 NEDD4L NEK1 NEK9 NEU1 NF1 NFIA NIPA1 NIPA2 NKAP NKX2-5 NKX2-6 NOD2 NODAL NOTCH1 NOTCH3 NPC1 NPC2 NPR3 NR2F2 NRAS NSD1 NSMCE2 NT5E NXN OSGEP P4HA2 PAH PALB2 PCGF2 PCNT PCSK9 PDE11A PDGFB PDGFRB PDPN PGM1 PGM3 PIGA PIGN PIK3CD PIK3CG PIK3R2 PKD1 PKD1L1 PKD2 PLCB1 PLD1 PLOD1 PLOD3 PLXND1 PNPLA2 POU3F4 PPARG PPFIBP1 PPP1CB PPP1R17 PPP2R1A PRDM16 PRKAR1A PRKCSH PRKCZ PRKG1 PRPF3 PSAP PTCH1 PTEN PTH1R PTPN11 PTPN22 PUF60 RAD51 RAD51C RAI1 RBM8A RERE RET RFC2 RFWD3 RIN2 RNASEH2A RNASEH2B RNASEH2C RNF213 RNU4ATAC RNU7-1 ROBO4 ROR2 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RREB1 RTL1 SAMHD1 SC5D SCN1A SCN2A SDHB SDHD SEC24C SELENOI SEMA3E SERPIND1 SETD2 SF3B2 SHH SIX3 SKI SLC12A5 SLC20A2 SLC25A22 SLC25A24 SLC2A10 SLC34A2 SLX4 SMAD2 SMAD3 SMAD4 SMAD6 SMARCA2 SMARCAL1 SMG9 SMPD1 SON SOS2 SPECC1L SPEN SPTBN1 SRCAP SRY STAG2 STAT1 STIL STRA6 STX1A SUCLG1 SUPT16H TAB2 TALDO1 TBC1D24 TBL2 TBX1 TBX20 TBX5 TDGF1 TELO2 TGDS TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 TGIF1 THPO THSD1 THSD4 TKT TMEM127 TMEM231 TMEM260 TMEM270 TMEM67 TMTC3 TNNT2 TNXB TOM1 TONSL TPM2 TPM3 TRAF7 TREX1 TRIP13 TRRAP TSC1 TSC2 TSR2 TTC26 TUBG1 TULP1 UBA1 UBE2T UBE3B UBE4B UFD1 UNC45B VAC14 VHL VPS37D WAC WDPCP WDR26 WRN WT1 XRCC2 XYLT1 XYLT2 YME1L1 YY1 YY1AP1 ZEB2 ZIC2 ZIC3 ZMPSTE24 ZNF148 ZNF687 HP_ABNORMAL_SYSTEMIC_BLOOD_PRESSURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_SYSTEMIC_BLOOD_PRESSURE AAAS ABCA3 ABCB4 ABCB6 ABCC6 ABCD3 ABCG5 ABCG8 ACAT1 ACE ACP5 ACTA2 ACTG2 ACTN4 ACVRL1 ADA2 ADAMTSL4 ADD1 AGT AGTR1 AIP ALB ALG5 ALG9 ALMS1 ALX4 ANGPTL6 APOA1 APOB APRT ARHGAP31 ARL6 ARMC5 ARSA ARVCF ASXL1 ATP1B1 ATP7A ATRX AVPR2 B2M BANF1 BANK1 BAZ1B BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCL7B BICC1 BLK BMP6 BMPR2 BNC2 BRAF BRCA2 BRCC3 BSCL2 BSND BTNL2 BUD23 C3 C4A C4B CACNA1D CACNA1H CALR CASR CAV1 CBL CBS CC2D2A CCDC28B CCN2 CCND1 CCR6 CD2AP CD46 CDH23 CDKN1A CDKN1B CDKN2A CDKN2B CDKN2C CELA2A CEP164 CEP19 CEP290 CEP83 CFAP418 CFB CFH CFHR1 CFHR3 CFI CHCHD2 CHRNA3 CIDEC CLCN2 CLCNKA CLCNKB CLDN1 CLIP2 COL1A1 COL3A1 COL4A3 COL4A4 COL4A5 COL5A1 COL5A2 COMT COQ2 COQ7 CORIN CPOX CR2 CTLA4 CTNNB1 CUL3 CYB561 CYP11A1 CYP11B1 CYP11B2 CYP17A1 CYP21A2 CYP3A5 DAXX DBH DCDC2 DCTN1 DDC DEF6 DGUOK DHCR7 DIS3L2 DLL4 DLST DNAJB11 DNAJC13 DNAJC30 DNASE1 DNMT3A DOCK6 DST DYRK1B DZIP1L ECE1 EDA EDA2R EGFR EIF4G1 EIF4H ELN ELP1 ENG ENPP1 EOGT EPAS1 EPOR ERCC4 ERCC6 ERCC8 ETS1 EXOSC2 EXT2 F5 FARSB FBN1 FCGR2B FCGR3B FGA FGFR2 FH FIG4 FKBP6 FLT1 FMO3 FMR1 FN1 FOXA2 FOXE3 FUZ G6PC1 GANAB GATA5 GBA1 GBE1 GCH1 GDF2 GEMIN4 GIGYF2 GIMAP5 GLA GLI2 GLIS3 GMPPA GNA11 GNAS GNB2 GNB3 GP1BB GPC3 GPR101 GPR35 GSN GTF2I GTF2IRD1 GTF2IRD2 GUCY1A1 H19 H4C3 HADHB HBB HELLPAR HESX1 HEXB HEY2 HFE HGD HIRA HLA-B HLA-DPA1 HLA-DPB1 HLA-DRB1 HMBS HMGCL HMOX1 HNRNPK HPSE2 HSD11B2 HSD3B2 HTRA1 IDS IDUA IFIH1 IFNG IFT140 IFT172 IFT27 IFT74 IGHG1 IL10 IL12A IL12B IL12RB1 IMPDH2 INF2 INPP5E INVS IQCB1 IRAK1 IRF4 IRF5 ITCH ITGA8 ITGAM JAK2 JAZF1 JMJD1C KCNJ1 KCNJ10 KCNJ5 KCTD1 KIAA0319L KIF12 KIF1B KIT KLHL3 KRT18 KYNU LAMB2 LARS2 LBX1 LDLR LDLRAP1 LEMD3 LEP LEPR LHX4 LIMK1 LIPA LIPE LMNA LMNB1 LMX1B LOX LRIG2 LRP6 LRPPRC LRRK2 LYZ LZTFL1 MAFB MAT2A MAX MBTPS2 MC2R MC4R MDH2 MDM2 MECP2 MED12 MEF2A MEN1 METTL27 MFAP5 MGP MKKS MKS1 MLX MLXIPL MMEL1 MMP14 MMP2 MPI MPL MRAP MST1 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND5 MT-ND6 MT-TC MT-TE MT-TF MT-TK MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTFMT MTRR MUC1 MYH11 MYLK MYMK MYMX NAF1 NCF1 NDUFAF6 NEUROG3 NF1 NFIX NFKB2 NKX2-5 NNT NOD2 NOS3 NOTCH1 NOTCH2 NOTCH3 NPHP1 NPHP3 NPHP4 NR3C1 NR3C2 NR4A2 NSMCE2 NTRK1 OFD1 OSGEP OTX2 PAM16 PAX2 PBX1 PCSK9 PDCD1 PDE11A PDE3A PDE4D PHF21A PIGA PIGM PKD1 PKD2 PKHD1 PLIN1 POR POU1F1 POU2AF1 POU3F4 POU6F2 PPARG PPOX PRIM1 PRKACA PRKAG2 PRKAR1A PRKG1 PROP1 PRTN3 PSAP PTGIS PTPN22 PXK RBPJ REN REST RET RFC2 RGS5 RNU4ATAC RNU7-1 RPGRIP1L RREB1 RUNX1 RYR1 SAA1 SCAPER SCLT1 SCN2B SCNN1A SCNN1B SCNN1G SDCCAG8 SDHA SDHAF2 SDHB SDHC SDHD SEC24C SEMA4D SERPINA6 SERPING1 SFTPB SFTPC SH2B3 SHPK SIM1 SLC12A1 SLC12A3 SLC25A11 SLC25A20 SLC2A10 SLC30A10 SLC30A9 SLC35A2 SLC37A4 SMAD2 SMAD3 SMAD4 SMAD6 SMARCAL1 SNCA SOX10 SOX3 SP110 SPG11 SPIB SPP1 SPRY2 SRSF2 STAR STAT1 STAT2 STAT4 STN1 STOX1 STX1A SUGCT TBL2 TBX1 TBX19 TCF4 TERT TET2 TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 THBD THSD1 THSD4 TJP2 TLR7 TMEM127 TMEM237 TMEM270 TMEM67 TMEM70 TNFAIP3 TNFRSF11A TNFRSF11B TNFSF15 TNFSF4 TNIP1 TNNT2 TNPO3 TOM1 TP53 TRAF3IP1 TREX1 TRIM28 TRIM32 TRIP13 TRPC6 TSC1 TSC2 TTC26 TTC8 TTR TULP3 TXNRD2 UBE2L3 UBR1 UFD1 USP48 USP8 VAC14 VANGL1 VHL VPS35 VPS37D WDPCP WDR19 WDR35 WNK1 WNK4 WRN WT1 XPNPEP3 XYLT1 XYLT2 YY1AP1 ZFYVE19 ZMPSTE24 ZNRF3 HP_ABNORMAL_TALUS_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_TALUS_MORPHOLOGY AARS1 ADAT3 ARID1B ATPAF2 BAP1 CCDC8 CHRNG CLTCL1 COASY COL25A1 CUL7 DOK7 DPH5 EMG1 EN1 EPB41L1 ERCC1 ERCC2 ERCC5 ERCC6 ERGIC1 EXOC7 FGFR2 FIG4 FLNA GLE1 H4C9 HOXD10 IPO8 KATNB1 KIF14 LMNA MAF MAGEL2 MET MUSK MYBPC1 MYH3 MYL11 NALCN NDE1 NUP188 NUP88 OBSL1 OTUD5 PEX1 PHEX PHGDH PLAA POR PSAT1 PUF60 RBM10 RELN RSPRY1 SAMD9 SCYL2 SLC29A3 SLC2A10 SMPD4 SOX4 TELO2 TNNI2 TNNT3 TOR1A TPM2 VAC14 WRN ZC4H2 ZMPSTE24 HP_ABNORMAL_TARSAL_OSSIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_TARSAL_OSSIFICATION CANT1 COL2A1 EBP EIF2AK3 HOXA13 INPPL1 MATN3 PTH1R SLC35D1 HP_ABNORMAL_TEMPER_TANTRUMS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_TEMPER_TANTRUMS ADNP ARPC4 CLCN3 CNTNAP2 CSNK2A1 CTCF CTNNB1 DPF2 FMR1 FOXP2 GBA1 GNAI1 KAT5 MAGEL2 NDN OCA2 PACS1 PPP2R5D RSRC1 SATB2 SCN8A SETBP1 SIM1 SNRPN SRCAP TACO1 TAOK1 TLK2 TUBB2B USP7 WARS2 HP_ABNORMAL_TEMPORAL_BONE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_TEMPORAL_BONE_MORPHOLOGY CEP57 FGFR3 GDF3 GDF6 POR HP_ABNORMAL_TEMPORAL_LOBE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_TEMPORAL_LOBE_MORPHOLOGY ABCC6 ACD ACP5 ACVR1 ADAR AIRE AMER1 AP1S2 APP ATP7A BRAF CA2 CASR CLCNKB COL11A1 COL2A1 COLGALT1 CPT2 CSF1R CTC1 CTNNB1 CTNS CTSC CYP2U1 DAG1 DDR2 DENND5A DKC1 DNM1L ECM1 ENPP1 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 EXOSC2 FAM111A FAM20C FARSB FGFR1 FGFR3 GATA3 GJA1 GNA11 GNAQ GNAS HLA-DQA1 HLA-DQB1 HRAS IFIH1 IFNG IRF8 ISG15 JAM2 KARS1 KATNB1 KL KRAS KRIT1 LSM11 MGP MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW MYMK MYMX MYO5A MYORG NDE1 NHP2 NOP10 NPM1 NRAS NSMCE3 OCLN ODC1 OPA1 PAH PARN PDGFB PDGFRB PEX1 PEX6 POT1 PPFIBP1 PSMB8 PSMG2 PTCH1 PTCH2 PTH QDPR RAB39B RELN RNASEH2A RNASEH2B RNASEH2C RNASET2 RNU7-1 RTEL1 SAMHD1 SC5D SLC12A3 SLC20A2 SLC25A46 SLC26A2 SLC29A3 SLC2A1 SLC46A1 SLC4A4 SMARCB1 SNORD118 SNRPB STAT2 SUCLA2 SUFU TCIRG1 TERC TERT TINF2 TNFRSF11A TREM2 TREX1 TSC1 TSC2 TYMS TYROBP USB1 USP18 VPS33A WRAP53 WWOX XPR1 ZBTB20 ZNFX1 ZSWIM6 HP_ABNORMAL_TENDON_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_TENDON_MORPHOLOGY AARS1 ABCC8 ABCC9 ABCD1 ABCG5 ABCG8 ABHD12 ABL1 ACADM ACADS ACER3 ACTA1 ACTG2 ADAMTS3 ADAMTSL2 ADAR ADAT3 ADCY6 ADGRG1 ADGRG6 AGRN AGTPBP1 AHSG AIFM1 AIMP1 AIMP2 ALAD ALDH18A1 ALDH3A2 ALG1 ALG12 ALG13 ALG14 ALG2 ALG3 ALG8 ALG9 ALS2 ALX1 ALX3 AMER1 ANKLE2 ANKRD55 ANO5 ANTXR2 AP1S2 AP4B1 AP4E1 AP4S1 APC2 APOA1 APOA2 APOB APOE ARID1B ARL6IP1 ARPC4 ARSB ARX ASAH1 ASCC1 ASXL1 ASXL3 ATAD1 ATP11A ATP2A1 ATP5F1D ATP6V1A ATP6V1E1 ATPAF2 ATR ATRX AUTS2 B3GALT6 B3GAT3 B4GALT7 B9D2 BAG3 BANF1 BCAS3 BCOR BCR BGN BHLHA9 BICD2 BIN1 BLTP1 BMPR1A BRAT1 BRF1 BRPF1 C18orf32 C19orf12 CACNA1A CACNA1C CACNA1E CADM3 CAMLG CANT1 CAPN3 CARS1 CASZ1 CAV1 CAVIN1 CCBE1 CCDC22 CCDC32 CCDC47 CCN2 CCN6 CCR6 CD244 CD247 CDC42 CDC45 CDC6 CDH3 CDK13 CDK5 CDON CDT1 CEP55 CETP CFL2 CHAT CHD7 CHMP1A CHN1 CHRNA1 CHRNB1 CHRND CHRNE CHRNG CHST14 CHST3 CIITA CLCF1 CLCN3 CLDN11 CLIC2 CLPB CNTN1 CNTNAP1 COASY COG1 COG5 COL11A1 COL11A2 COL12A1 COL13A1 COL17A1 COL1A1 COL1A2 COL25A1 COL2A1 COL3A1 COL6A1 COL6A2 COL6A3 COL7A1 COQ7 COX11 CPT2 CREBBP CRKL CRLF1 CRPPA CSGALNACT1 CTCF CTDP1 CUL4B CYP27A1 DAG1 DARS2 DCHS1 DCX DDHD2 DDR2 DEGS1 DHCR24 DHODH DHX16 DISP1 DLK1 DLL1 DLL3 DMD DNA2 DNAJB6 DNM2 DOK7 DPAGT1 DPH1 DPH2 DPM1 DPM2 DSE DSP DST DUSP6 DVL1 DVL3 DYM DYRK1A EBP ECE1 ECEL1 EED EFNB1 EIF5A ELN ELOVL4 EMD EMG1 EMILIN1 EP300 EPB41L1 EPCAM EPHX2 ERBB3 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ERGIC1 ERLIN1 ERLIN2 ESCO2 EXOC2 EXOC7 EXOC8 EXOSC3 EXOSC5 EXOSC8 EXOSC9 EXTL3 EZH2 F8 FAM111B FAM20C FAN1 FANCC FAT4 FBN1 FBN2 FBXO28 FBXW11 FCSK FDFT1 FERMT1 FGD1 FGF17 FGF8 FGFR1 FGFR2 FGFR3 FHL1 FIBP FIG4 FITM2 FKBP10 FKRP FKTN FLNA FLNC FLRT1 FLVCR1 FLVCR2 FOXH1 FOXP1 FUCA1 FUS FUT8 FZD2 GABRD GAD1 GAN GARS1 GAS1 GBA1 GBA2 GBE1 GCH1 GCK GDAP1 GDF5 GFM2 GFPT1 GHR GJA1 GJA5 GJA8 GJB1 GJB2 GJB6 GLDN GLE1 GLI2 GLI3 GLUL GMNN GMPPB GNB2 GNPAT GNPTAB GNRH1 GNRHR GNS GOLGA2 GON7 GORAB GPC3 GPC4 GPKOW GPT2 GRIA4 GRID2 GRIN1 GSC GTF2E2 GTF2H5 GUSB H1-4 H3-3A H4C9 HACD1 HBA1 HBA2 HES7 HEXB HGD HIKESHI HINT1 HK1 HLA-DRB1 HNRNPA1 HOXD13 HPDL HRAS HS2ST1 HS6ST1 HSPB1 HSPD1 HSPG2 HUWE1 IARS2 IBA57 IDH1 IDS IDUA IFIH1 IGF2 IGHMBP2 IKBKG IL10 IL2RA IL2RB IL6ST IMPDH2 INF2 INS IPO8 IRF5 ITCH ITGA7 ITGB4 ITGB6 JAG2 JARID2 JUP KAT6B KBTBD13 KCNAB2 KCNJ11 KCNJ6 KCNK9 KCNN3 KDM5B KDM5C KIAA0319L KIAA0753 KIDINS220 KIF14 KIF15 KIF1A KIF21A KIF22 KIF26A KIF5A KIF5C KISS1 KISS1R KL KLC2 KLHL40 KLHL41 KLHL7 KLHL9 KMT2A KMT2B KRAS KRT1 KRT14 KRT16 KRT9 KY L1CAM LAGE3 LAMA2 LAMA5 LAMB3 LARGE1 LBR LDLR LDLRAP1 LEMD3 LFNG LGI4 LIAS LIFR LMBR1 LMBRD2 LMNA LMNB1 LMOD3 LMX1B LONP1 LPIN2 LSM11 LSS LTBP4 LUZP1 LZTR1 MAF MAFB MAGEL2 MAN1B1 MAP3K20 MAP3K7 MAPK1 MARS1 MBTPS2 MECP2 MECR MED11 MED12 MED13L MED25 MEG3 MEGF10 MEGF8 MESP2 MET MFN2 MKS1 MLH1 MLH3 MLXIPL MMP1 MMP2 MMP23B MORC2 MPDU1 MPLKIP MRPS34 MSH2 MSH6 MSL3 MT-TE MTM1 MTMR14 MTRFR MTX2 MUSK MYBPC1 MYH2 MYH3 MYH7 MYH8 MYL1 MYL11 MYL2 MYMK MYO18B MYO9A MYOD1 MYOT MYPN NAA10 NACC1 NALCN NARS1 NCAPG2 NDE1 NDRG1 NDUFAF4 NEB NEDD4L NEFL NEK9 NFATC2 NFKBIL1 NGLY1 NHLH2 NIPBL NKAP NKX3-2 NLRP3 NOD2 NODAL NOG NPPA NR4A2 NRCAM NSD1 NSDHL NSMF NSRP1 NSUN2 NT5C2 NUP107 NUP133 NUP188 NUP88 NXN OCRL OPA1 ORAI1 ORC1 ORC4 ORC6 OSGEP OTUD5 OTUD6B P4HTM PAX3 PAX7 PCNA PCSK9 PDGFRB PDHA1 PDPN PDX1 PDXK PERP PEX1 PEX2 PEX5 PEX6 PEX7 PHACTR1 PHF6 PHGDH PI4KA PIEZO2 PIGA PIGL PIGN PIGP PIGS PIGY PIK3C2A PIK3CA PIK3R2 PIP5K1C PITX1 PLA2G6 PLAA PLCH1 PLEC PLEKHG5 PLOD1 PLOD2 PLOD3 PLP1 PLXND1 PMM2 PMP22 PMS1 PMS2 PNPT1 POLD1 POLR3A POLR3GL POMK POMT1 POMT2 POP1 POR PORCN POU3F4 PPP1R17 PPP1R21 PPP2R5D PPP3CA PPT1 PQBP1 PRDM16 PRDM5 PRG4 PRKCG PRKCZ PROK2 PROKR2 PRUNE1 PSAT1 PSMB4 PSMB8 PSMB9 PSMG2 PSTPIP1 PTCH1 PTDSS1 PTF1A PTH1R PTPN2 PTPN22 PTRH2 PYCR1 PYCR2 PYROXD1 RAB18 RAB23 RAB3GAP1 RAB3GAP2 RAPSN RARS2 RBM28 REEP1 RERE REV3L RFC1 RFT1 RIC1 RIPK4 RIPPLY2 RMRP RNASEH2A RNASEH2B RNASEH2C RNF113A RNF13 RNU4ATAC RNU7-1 ROR2 RPL10 RPS20 RSPO2 RTL1 RTTN RYR1 RYR3 SALL4 SAMHD1 SATB2 SCARF2 SCN4A SCN5A SCYL2 SDHA SDHAF1 SDHB SDHD SEC31A SELENON SEMA4A SEPSECS SETBP1 SETD2 SGCA SGCG SH3PXD2B SHH SHPK SIGMAR1 SIK3 SIL1 SIN3A SIX3 SKI SLC10A7 SLC12A6 SLC16A2 SLC18A3 SLC1A2 SLC1A4 SLC22A4 SLC25A1 SLC25A19 SLC25A4 SLC25A46 SLC26A2 SLC29A3 SLC2A10 SLC35A2 SLC35A3 SLC39A13 SLC39A14 SLC39A8 SLC5A7 SLC6A9 SLC9A6 SLURP1 SMAD3 SMAD4 SMARCA2 SMARCAD1 SMC1A SMG9 SMOC1 SMPD4 SMS SNAP25 SNRPB SNX14 SON SOX10 SOX9 SPART SPEG SPEN SPG11 SPRTN SPRY4 SPTBN4 SPTLC1 SRD5A3 SRPX2 STAC3 STAG2 STAT3 STAT4 STIL STIM1 SUCLG1 SUZ12 SVIL SYNE1 SYNE2 SYT1 SYT2 TAC3 TACR3 TAPT1 TARS1 TBC1D20 TBC1D2B TBCD TBR1 TBX15 TBX2 TBX3 TBX4 TCTN3 TDGF1 TDO2 TELO2 TFAP2A TFG TGDS TGFB3 TGFBR1 TGFBR2 TGIF1 TGM1 THOC6 TLK2 TMEM107 TMEM218 TMEM222 TMEM43 TMEM70 TNNC2 TNNI2 TNNT1 TNNT3 TNPO3 TOR1A TOR1AIP1 TP53RK TP63 TPM2 TPM3 TPRKB TRAK1 TREX1 TRIM2 TRIP13 TRIP4 TRPS1 TRPV3 TRPV4 TSEN54 TTN TTPA TTR TUBA1A TUBB3 TWIST2 UBA1 UBE4B UCHL1 UFC1 UNC80 UPF3B UROS USP7 VAMP1 VARS1 VIPAS39 VMA21 VPS11 VPS33A VPS33B VPS53 VRK1 VWA1 WDR11 WDR26 WDR4 WDR45B WDR73 WIPI2 WNT5A WNT7A XYLT1 YRDC YY1 ZBTB20 ZBTB42 ZC4H2 ZDHHC9 ZEB2 ZIC2 ZMPSTE24 ZNF335 ZNF407 ZNF469 ZNHIT3 ZPR1 HP_ABNORMAL_THALAMIC_MRI_SIGNAL_INTENSITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_THALAMIC_MRI_SIGNAL_INTENSITY AKT1 BAP1 CLN8 COX10 CP FTL GFAP GTPBP3 HEXB MFF MTRFR NF2 PDGFB PIK3CA POLG PTCD3 SCP2 SMARCB1 SMARCE1 SMO SUFU TERT TRAF7 TREM2 TWNK HP_ABNORMAL_THIRD_TOE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_THIRD_TOE_MORPHOLOGY BCOR COG8 DACT1 EOGT LMNA MAP3K20 NOG SALL1 TBC1D2B HP_ABNORMAL_THIRD_VENTRICLE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_THIRD_VENTRICLE_MORPHOLOGY ASNS ATP6AP2 C2CD3 CSPP1 DNMT1 EIF2B5 KCNN2 KIAA0586 KIDINS220 LARGE1 MED25 ODC1 TAOK1 TTC5 USP7 HP_ABNORMAL_THORACIC_SPINE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_THORACIC_SPINE_MORPHOLOGY AARS1 ACTA1 ADGRG6 AEBP1 AGRN AIFM1 AK9 ALDH3A2 ALMS1 AMER1 ANKRD11 AP1G1 BAG3 CARS1 CCN6 CDH11 CHRNA1 CHRNB1 CHRND CHRNE COG1 COL13A1 COL2A1 CYP27A1 DES DMD DOK7 DYM ERCC2 ERCC3 ERLIN1 EXTL3 FBXO28 FGFR3 FLI1 FLNB GBA1 GDF3 GLB1 GNPTAB GNS GTF2E2 GTF2H5 GUSB HECTD4 HINT1 IARS2 ITCH KIF22 KMT2D KY LBR LHX3 LMNA LRP4 MAN2B1 MED12L MGAT2 MOGS MPLKIP MTRFR MUSK MYH7 MYPN NARS1 NEK9 NEPRO NFIX NKX3-2 NPR2 PCGF2 PEX5 PHF8 PIK3C2A PIK3R2 PLK4 PLOD1 POP1 PRKG2 PUF60 PYCR2 RAB3GAP2 RAB5IF RAPSN RBBP8 RMRP RNF113A RYR1 SC5D SCN4A SERPINH1 SGCA SLC26A2 SMARCAL1 SOX5 SOX9 SPRTN SRD5A3 TARS1 TBX5 TMEM231 TONSL TPM2 TPM3 TRAPPC2 TRPV4 TUBB3 VPS13B VPS33A WDR81 XYLT2 ZMPSTE24 HP_ABNORMAL_THORAX_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_THORAX_MORPHOLOGY AARS1 ABCA3 ABCC6 ABCC9 ABCD4 ABL1 ACAN ACP5 ACTA1 ACTA2 ACTB ACTG2 ADA ADA2 ADAMTS10 ADAMTS3 ADAMTSL2 ADGRG1 ADGRG6 ADNP AEBP1 AFF3 AGA AGRN AIFM1 AK9 AKT1 ALDH18A1 ALDH1A2 ALDH3A2 ALG12 ALG14 ALG2 ALMS1 ALPL ALX4 AMER1 ANAPC7 ANK1 ANKRD11 ANKRD55 ANO5 ANTXR1 ANXA11 AP1G1 APC APC2 AR ARF1 ARFGEF2 ARID1B ARID2 ARL3 ARSB ARSK ARSL ARVCF ASAH1 ASH1L ASPH ASXL1 ATAD3A ATG7 ATP2B1 ATP6V0A2 ATP6V1B2 ATP7A ATR B3GALT6 B3GAT3 B3GLCT B4GALT7 B4GAT1 BAG3 BANF1 BAP1 BAZ1B BCL7B BCOR BCORL1 BGN BICD2 BICRA BIN1 BMP1 BMP2 BMPER BMPR1A BRAF BRD4 BUB1B BUD23 C19orf12 C2CD3 CA2 CANT1 CAPN3 CARS1 CASR CASZ1 CBFB CBL CBS CCBE1 CCDC22 CCDC47 CCDC8 CCN6 CD247 CD96 CDC42 CDC42BPB CDC45 CDC6 CDH11 CDH2 CDON CDT1 CENPJ CEP120 CEP152 CFAP410 CFL2 CHAT CHD4 CHD7 CHRM3 CHRNA1 CHRNB1 CHRND CHRNE CHRNG CHST11 CHST14 CHST3 CILK1 CLCN7 CLIP2 COG1 COG4 COL10A1 COL11A1 COL11A2 COL12A1 COL13A1 COL1A1 COL1A2 COL2A1 COL3A1 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 COLQ COMP COMT CPLANE1 CPLX1 CREB3L1 CREBBP CRPPA CRTAP CSF1R CSGALNACT1 CSPP1 CTBP1 CTNS CTSK CUL4B CUL7 CUX1 CYP21A2 CYP27A1 CYP27B1 CYP2R1 DACT1 DCHS1 DDR2 DDRGK1 DDX3X DES DHCR7 DHODH DICER1 DISP1 DLG3 DLK1 DLL1 DLL3 DMD DNAJC21 DNAJC30 DNM1L DNM2 DNMT3A DOK7 DONSON DPAGT1 DPF2 DPYSL5 DSE DSTYK DVL1 DVL3 DYM DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLT2B DYRK1A DYSF EBP EFEMP2 EFL1 EFNB1 EIF2AK3 EIF4H ELMO2 ELN EMD EMILIN1 ENPP1 EP300 ERCC2 ERCC3 ERF ERLIN1 ERMARD ESCO2 EVC EVC2 EXOC6B EXT1 EXT2 EXTL3 EYA1 EZH2 FAM111A FAM149B1 FAM20C FARSB FAT4 FBLN5 FBN1 FBN2 FBXL3 FBXO28 FERMT1 FGD1 FGF8 FGFR1 FGFR2 FGFR3 FGFRL1 FHL1 FIG4 FKBP10 FKBP6 FKTN FLI1 FLNA FLNB FLNC FMR1 FN1 FOXE3 FOXF1 FOXH1 FRA10AC1 FRAS1 FREM2 FRG1 FUCA1 FUZ FZD2 G6PC3 GABRA3 GABRD GAD1 GALNS GAS1 GATA1 GATA4 GATA6 GBA1 GDAP1 GDF11 GDF3 GDF6 GFPT1 GJA1 GJA5 GJA8 GLB1 GLE1 GLI1 GLI2 GLI3 GMNN GMPPB GNB1 GNB2 GNE GNPTAB GNPTG GNS GORAB GP1BB GPC3 GPC4 GPKOW GPX4 GSC GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GTPBP2 GUSB GYG1 GZF1 H19 HACD1 HBA1 HBA2 HDAC4 HDAC6 HDAC8 HEATR3 HECTD4 HERC1 HES7 HEY2 HGSNAT HHAT HINT1 HIRA HNF1B HNRNPH1 HNRNPH2 HNRNPK HNRNPR HOXD13 HPGD HRAS HS2ST1 HSD17B4 HSPG2 HUWE1 HYOU1 IARS2 IDH1 IDS IDUA IFT122 IFT140 IFT172 IFT43 IFT52 IFT57 IFT80 IFT81 IGBP1 IGF1R IGF2 IHH IKBKG IL1RN IL2RA IL2RB IL6ST INPP5K INPPL1 INTS1 INTU IPO8 IRF6 IRX5 ITCH ITGA3 ITGA7 JAG1 JAG2 JMJD1C KANSL1 KAT6A KBTBD13 KCNAB2 KCNJ2 KCNJ8 KCNQ1OT1 KDELR2 KDM5C KDM6B KIAA0586 KIAA0753 KIF22 KIF7 KLHL40 KLHL41 KLLN KMT2A KMT2D KRAS KRT5 KY KYNU LAMA2 LAMA5 LAMB2 LBR LEMD2 LEMD3 LETM1 LFNG LGI3 LGI4 LHX3 LIFR LIG4 LIMK1 LMBRD2 LMNA LMOD3 LMX1B LONP1 LOX LRIF1 LRP2 LRP4 LRP5 LRRK1 LTBP1 LTBP2 LUZP1 LYSET LZTR1 MAF MAMLD1 MAN1B1 MAN2B1 MAP1B MAP2K1 MAP2K2 MAP3K20 MAP3K7 MAPK1 MAPRE2 MARS2 MAT2A MATN3 MBD5 MBTPS1 MBTPS2 MECP2 MED12 MED12L MED25 MEG3 MEGF10 MEGF8 MEOX1 MESD MESP2 MET METTL27 MFAP5 MGAT2 MGP MLXIPL MME MMP13 MMP14 MMP2 MMP23B MOGS MPLKIP MRAS MSTO1 MSX2 MTM1 MTMR14 MTOR MTRFR MTX2 MUSK MYBPC1 MYF5 MYF6 MYH11 MYH2 MYH3 MYH7 MYL11 MYL2 MYLK MYO9A MYOD1 MYPN MYSM1 NAA10 NADSYN1 NAGLU NALCN NARS1 NCF1 NEB NEDD4L NEFL NEK1 NEK9 NELFA NEPRO NEU1 NF1 NFASC NFIX NGLY1 NHLRC2 NIPBL NKAP NKX3-2 NODAL NOG NOTCH2 NOTCH3 NPR2 NPR3 NRAS NSD1 NSD2 NSDHL NSUN2 NUP107 NUP88 NXN OBSL1 OCRL ODC1 OPA1 ORC1 ORC4 ORC6 OSGEP OTUD6B P3H1 P4HB PACS1 PAICS PAM16 PAX1 PAX3 PAX7 PCGF2 PCNT PCYT1A PDGFRB PDHX PDPN PEX1 PEX5 PGAP2 PGAP3 PHEX PHF8 PI4KA PIEZO1 PIEZO2 PIGA PIGG PIGL PIGN PIGO PIGQ PIGS PIGT PIGU PIGV PIGW PIGY PIK3C2A PIK3CA PIK3R2 PLAA PLCB3 PLEKHM1 PLIN4 PLK4 PLOD1 PLOD2 PLXND1 POGLUT1 POLG POLR2A POLR3A POMT2 POP1 POR PORCN PPIB PPP1CB PPP1R15B PPP1R21 PPP2R1A PPP3CA PQBP1 PRDM16 PRIM1 PRKACA PRKACB PRKCZ PRKG1 PRKG2 PRNP PROKR2 PRR12 PSMB8 PTCH1 PTDSS1 PTEN PTF1A PTH1R PTPN11 PTPN2 PTPN22 PUF60 PUS1 PYCR1 PYCR2 PYROXD1 RAB33B RAB3GAP2 RAB5IF RAD21 RAF1 RAPSN RASA2 RBBP8 RBM10 RBM8A RECQL4 RERE REST RET RFC2 RIN2 RIPK4 RIPPLY2 RIT1 RMRP RNF113A RNF135 RNU12 RNU4ATAC ROR2 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS6KA3 RPS7 RRAS RRAS2 RREB1 RSPO2 RSPRY1 RTL1 RTTN RUNX2 RYR1 RYR3 SALL1 SALL4 SBDS SC5D SCARF2 SCN4A SCUBE3 SDHB SDHC SDHD SEC23A SEC23B SEC24C SEC24D SELENON SEMA3E SEPTIN9 SERPINH1 SETBP1 SETD2 SF3B2 SF3B4 SFRP4 SFTPB SFTPC SGCA SGCB SGCD SGCG SGSH SH2B1 SH3PXD2B SHH SHOC2 SIK3 SIL1 SIM1 SIX3 SIX6 SKI SLC10A7 SLC12A2 SLC16A2 SLC17A5 SLC18A3 SLC25A1 SLC26A1 SLC26A2 SLC2A1 SLC2A10 SLC34A1 SLC34A3 SLC35D1 SLC37A4 SLC5A7 SLC9A6 SMAD2 SMAD3 SMAD4 SMARCAL1 SMC1A SMC3 SMCHD1 SMO SMPX SMS SNAP25 SNRPB SNX10 SNX14 SON SOS1 SOS2 SOST SOX10 SOX2 SOX5 SOX9 SP7 SPECC1L SPEG SPEN SPRED1 SPRED2 SPRTN SPTLC1 SQSTM1 SRCAP SRD5A3 SRP54 SRPX2 SRY STAT4 STIL STX1A SYNE1 SYNE2 SYT2 TAF1 TAPT1 TARS1 TBC1D24 TBCD TBCE TBCK TBL2 TBX1 TBX15 TBX2 TBX3 TBX5 TBX6 TCIRG1 TCTN2 TCTN3 TDGF1 TELO2 TENT5A TFE3 TGDS TGFB2 TGFB3 TGFBR1 TGFBR2 TGIF1 THSD4 TK2 TMCO1 TMEM231 TMEM270 TMEM43 TMEM53 TMEM94 TMTC3 TNFRSF11A TNFRSF11B TNFSF11 TNNT1 TNPO3 TOE1 TONSL TOR1A TPM2 TPM3 TRAPPC2 TRIO TRIP11 TRIP4 TRMT10A TRPM3 TRPS1 TRPV4 TRPV6 TSR2 TTC21B TTN TUBB TUBB3 TWIST1 TWNK UBA1 UBE3B UBE4B UBTF UCHL1 UFD1 UPF3B USF3 USP18 VAC14 VAMP1 VANGL1 VCP VDR VPS13B VPS33A VPS35L VPS37A VPS37D VRK1 VWA1 WASHC5 WBP11 WDR11 WDR19 WDR35 WDR81 WNT1 WNT3 WNT4 WNT5A WNT7A WRN XYLT1 XYLT2 ZBTB20 ZC4H2 ZDHHC9 ZEB2 ZFPM2 ZIC2 ZMIZ1 ZMPSTE24 ZNF668 HP_ABNORMAL_THROMBOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_THROMBOSIS ABCC9 ACVRL1 ADA2 AGGF1 AKT1 ALG6 BCOR BMPR2 C4A CALR CASR CBS CCR1 CD46 CD55 CFH CFI CFTR CITED2 CPA1 CTLA4 CTNNB1 CTRC ENG EPAS1 EPOR ERAP1 F12 F13A1 F2 F5 F8 F9 FAS FCGR2C FGA FGB FGG FIP1L1 FLNC GATA4 GATA5 GATA6 GDF2 GJA5 GNAQ HABP2 HBB HELLPAR HLA-B HLA-DPA1 HLA-DPB1 HLA-DRB1 HRG IDH1 IDH2 IFNGR1 IL10 IL12A IL12A-AS1 IL23R IL6ST IRF2BP2 JAK2 KCNA5 KCNE1 KCNE2 KCNJ2 KCNJ3 KCNJ5 KCNK3 KCNN4 KCNQ1 KIF11 KIF20A KLRC4 LIPA LPIN1 MEFV MET MMACHC MPI MPL MT-CO1 MT-CO3 MT-CYB MTHFR MTRR MYH7 MYH9 MYL4 MYPN NABP1 NFS1 NKX2-5 NKX2-6 NLRC4 NOTCH1 NPM1 NPPA NUMA1 NUP155 OBSCN P4HA2 PDE11A PDGFRA PGM1 PIEZO1 PIGA PIGM PITX2 PLG PML PMM2 PRDX1 PRKAR1A PROC PRORP PROS1 PRSS1 PRSS2 PRTN3 PTEN PTH1R PTPN22 RARA RASA1 RFT1 RHAG RYR1 SAA1 SCN1B SCN2B SCN3B SCN4B SCN5A SERPINC1 SERPIND1 SH2B3 SLC2A10 SLC4A1 SMAD4 SPINK1 STAT3 STAT4 STAT5B TBL1XR1 TET2 TGFB2 THBD THPO TLL1 TLR4 TNNI3 TNNT2 TP53 TTN TTR UBA1 UBAC2 VHL ZBTB16 HP_ABNORMAL_THUMB_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_THUMB_MORPHOLOGY ABCD1 ACAN ACTA1 ACTB ACTG1 ACVR1 ADA2 ADAMTS10 ADGRG6 ADH5 ADNP ALDH18A1 ALG12 ALG13 ALG3 ALG9 ALX4 ANKLE2 ANKRD11 AP4M1 APC ATAD1 ATP6V1B2 ATP7A B3GALT6 B3GAT3 B3GLCT B9D1 B9D2 BAP1 BAZ1B BCL7B BCOR BHLHA9 BICD2 BICRA BLTP1 BMP2 BMP4 BMPR1A BMPR1B BPNT2 BPTF BRCA1 BRCA2 BRD4 BRIP1 BUD23 CANT1 CBFB CC2D2A CDC42 CDC45 CEP290 CHD7 CHN1 CHST11 CHST14 CHST3 CHSY1 CILK1 CLIC2 CLIP2 CNOT1 COG7 COL12A1 COL2A1 COL6A1 COL6A2 COL6A3 CPLANE1 CPLX1 CREBBP CRIPT CRLF1 CRPPA CSPP1 CTBP1 CUL3 CWF19L1 DACT1 DHCR7 DHODH DHX30 DLK1 DLX5 DNAJC30 DNM1L DONSON DPH2 DSE DVL1 DVL3 DYNC2H1 DYNC2I1 DYNC2I2 ECE1 ECEL1 EDN3 EDNRB EED EFTUD2 EIF4A3 EIF4H ELN EP300 EPB41L1 ERBB2 ERBB3 ERCC1 ERCC4 ESCO2 EXOSC2 EXOSC9 EXTL3 EZH2 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FBLN5 FBN1 FBN2 FGF10 FGF9 FGFR1 FGFR2 FGFR3 FGFRL1 FIBP FIG4 FKBP6 FLNA FLNB FRA10AC1 FRAS1 FZD2 G6PC3 GATA1 GATA4 GDF5 GDNF GJA1 GJA5 GJA8 GLI1 GLI3 GNAS GNB1 GON7 GPC3 GPC4 GPKOW GTF2I GTF2IRD1 GTF2IRD2 H3-3A H3-3B HDAC8 HEATR3 HEPACAM HNRNPR HOXA13 HOXD13 HPGD HYLS1 IFT80 IHH INPPL1 INTU KAT6B KATNB1 KCNH1 KCNN3 KCTD1 KDM1A KIF7 KLHL40 KLHL41 KNSTRN L1CAM LAGE3 LAMA5 LETM1 LIFR LIG4 LIMK1 LMBR1 LMNB2 LMOD3 LONP1 LRP4 LTBP2 MAD2L2 MAFB MAN2C1 MAP3K7 MED12 MED25 MEG3 MEGF8 MEIS2 METTL27 MGAT2 MGP MIR17HG MKS1 MLXIPL MSL3 MSX2 MYBPC1 MYCN MYH3 MYL11 NAA10 NALCN NCF1 NDE1 NEB NEK1 NEK9 NELFA NIPBL NKX3-2 NOG NONO NPR3 NRTN NSD1 NSD2 NSUN2 NUP107 NUP133 NXN OFD1 OPA3 OSGEP OTUD6B PACS1 PAH PALB2 PCDHGC4 PCGF2 PCNT PHF8 PHGDH PIGB PIGF PIGG PIGY PIK3CD PKDCC PLXND1 POGZ PPP2R3C PQBP1 PRKD1 PRKG2 PSMD12 PTCH1 PTEN PTH1R PTRH2 PUF60 PYCR2 RAB23 RAD21 RAD51 RAD51C RB1 RBM8A RECQL RECQL4 RELN RET REV3L RFC2 RFT1 RFWD3 RIPK4 RLIM RNU4ATAC ROBO1 ROR2 RPGRIP1 RPGRIP1L RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RRAS2 RSPO2 RTL1 RUNX2 SALL1 SALL4 SATB2 SEMA3C SEMA3D SETBP1 SF3B2 SF3B4 SHH SHMT2 SIAH1 SIN3A SLC26A2 SLC35B2 SLC9A6 SLX4 SMC1A SMC3 SMO SMOC1 SMPD4 SNIP1 SON SOX9 SPART SRCAP SREBF1 STUB1 STX1A SUMF1 SUZ12 SVBP SYNE1 TAPT1 TBC1D24 TBL2 TBX5 TCTN1 TCTN2 TCTN3 TDO2 TFAP2A TGDS TMEM107 TMEM216 TMEM231 TMEM237 TMEM270 TMEM67 TNNI2 TNNT3 TOR1A TP53RK TP63 TPM2 TPRKB TRIO TRPM3 TSR2 TTC26 TWIST1 TXNDC15 UBE2T USP9X VAC14 VPS35L VPS37D WDR35 WDR4 WDR73 WIPI2 WNT5A XRCC2 XYLT1 YRDC ZC4H2 ZEB2 ZIC3 ZMYM2 ZNF462 ZNF668 ZNF699 HP_ABNORMAL_THYMUS_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_THYMUS_MORPHOLOGY ADA AK2 AKT1 ALG14 ANTXR2 ARVCF ATM CDKN1A CDKN1B CDKN2B CDKN2C CHD7 COMT DCLRE1C EPG5 ERCC8 FRAS1 FREM2 G6PC3 GP1BB HIRA IL2RG JMJD1C KMT2D LTBP4 MCM10 MEN1 MTHFR NEK9 NKX2-6 NSMCE3 NUAK2 ORAI1 PEX5 PI4KA PLXND1 POLR1B POLR1C POLR1D POLR3A PTEN RAG1 RAG2 RORC RREB1 SEC24C SKIC2 SKIC3 TBX1 TBX2 TCOF1 TFAP2A TP63 TTC7A UFD1 VANGL2 WAS WIPF1 HP_ABNORMAL_THYROID_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_THYROID_MORPHOLOGY ABCD1 ADA ADA2 ADAMTSL1 AKT1 ALMS1 APC ARID1A ARID1B ARID2 ATP7A BMPR1A C1S CACNA1S CASP10 CCBE1 CDC73 CDH23 CDKN1A CDKN1B CDKN2A CDKN2B CDKN2C CHD7 CHEK2 CLCNKB CTLA4 DCLRE1C DICER1 DNAH1 DPF2 DUOX2 DUOXA2 ECE1 EDN3 EDNRB EPCAM ERBB2 ERBB3 EYA1 FAN1 FAS FASLG FLCN FOXD3 FOXE1 FOXI1 FOXP3 GDNF GLI3 GNAS GNB2 GPR35 GREM1 HABP2 HEPACAM HESX1 HLA-DQA1 HLA-DQB1 HRAS IDH1 IDH2 IL18BP IL2RA IL2RG IL6ST IL7R IRS4 ITCH IYD JAG1 KAT6B KCNJ10 KCNJ18 KEAP1 KLLN KMT2D KRAS LHX3 LHX4 LIFR LIG4 LMNA LRBA MAD1L1 MDM2 MEN1 MID1 MINPP1 MLH1 MLH3 MMP14 MMP2 MSH2 MSH3 MSH6 MST1 NDUFB11 NFKB2 NKX2-1 NKX2-5 NLRP1 NRAS NRTN NSDHL PAX8 PDE11A PI4KA PIK3CA PLCG2 PMS1 PMS2 POLG POLG2 POLR1B POLR1C POLR1D POU1F1 PRKAR1A PRKCD PROP1 PTEN RAG1 RAG2 RASGRP1 RCBTB1 RET RMRP RPS20 RRM2B SASH1 SDHB SDHC SDHD SEC23B SEMA3C SEMA3D SEMA4A SEMA4D SIX1 SLC12A3 SLC25A4 SLC26A4 SLC37A4 SLC5A5 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMO SOCS1 SOX11 SOX4 SREBF1 SRGAP1 STAT1 STAT5B SUGCT TBX2 TCF4 TCOF1 TG TGFBR2 THRB TOM1 TP53 TPO TRHR TSHB TSHR TTC7A TWNK USF3 WRN ZFAT HP_ABNORMAL_THYROID_STIMULATING_HORMONE_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_THYROID_STIMULATING_HORMONE_LEVEL ALB ALMS1 CDH23 CPE DCAF17 DMXL2 DUOX2 DUOXA2 GLIS3 GNAS HESX1 IGSF1 IRS4 IYD KCNJ18 LHX3 LHX4 MRPS7 NKX2-1 NKX2-5 OTX2 PAX8 PDGFRB PLVAP PMM2 POU1F1 PRKAR1A PROP1 PSMB8 ROBO1 SECISBP2 SLC16A2 SLC25A36 SLC35A2 SLC5A5 SMARCAL1 SMC5 TBL1X TG THRB TPO TRHR TSHB TSHR HP_ABNORMAL_TISSUE_METABOLITE_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_TISSUE_METABOLITE_CONCENTRATION ABCD1 ABCG5 ABCG8 ABHD5 ACAD9 ACADM ACADS ACADVL ACBD5 ACOX1 ACSL5 ACTA1 ADK AFG3L2 AGPAT2 AKR1D1 AKT2 ALDOB ALMS1 APOB APOE ARMC5 ARSA ATP6AP1 ATP6AP2 ATP7B BCS1L BLM BMP6 BSCL2 CACNA1S CARS2 CASZ1 CAV1 CAVIN1 CBS CCDC115 CEP19 CHCHD10 CIDEC CLPB COA8 COL12A1 COL25A1 COL6A1 COL6A2 COL6A3 COQ2 COQ8A COQ9 COX15 COX6A2 CP CPT1A CPT2 CYP19A1 CYP7A1 DDOST DEF6 DGUOK DHCR7 DNAJC19 DOCK2 DPM1 EARS2 ENO3 ETFA ETFB ETFDH FARS2 FARSA FARSB FBP1 FOCAD FOS FTH1 FTL GAA GABRA3 GABRD GLA GLRX5 GM2A GNAS GNB2 GPD1 GYG1 GYS1 HADH HADHA HADHB HBB HEPACAM HEXA HEXB HMGCL HNF1B HNF4A HNRNPA1 HNRNPA2B1 HSD17B4 HSPG2 IARS1 IFIH1 IFT27 ISCU KBTBD13 KCNAB2 KCNE3 KCNJ18 KHK KLHL41 KMT2B LARS1 LDLR LDLRAP1 LIG3 LIPA LIPE LMNA LMNB2 LPIN1 LRPPRC LUZP1 LYRM4 MARS1 MCCC1 MCOLN1 MICOS13 MIPEP MMP23B MPV17 MRPL3 MRPL44 MRPS7 MSTO1 MT-CO1 MT-CO3 MT-TE MT-TN MT-TS1 MTTP MTX2 MYH7 MYPN NAA10 NDUFA4 NDUFAF1 NDUFS4 NEB NFS1 NGLY1 NHLRC2 NSMCE2 OBSCN PCK1 PCK2 PCSK9 PDPN PDSS2 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PFKM PGM1 PHKA1 PHKA2 PHKB PHKG2 PIGA PLIN1 PMM2 PNPLA2 POLD1 POLG POLG2 POLR3A PPARG PRDM16 PRKCZ PSAP PTEN PTRH2 PYGL PYGM RERE RINT1 RMND1 RNU7-1 RRM2B SAR1B SCN4A SCO1 SDHA SELENON SKI SLC11A2 SLC22A5 SLC25A13 SLC25A20 SLC2A2 SLC30A10 SLC37A4 SLC40A1 SLC51B SLCO1B1 SLCO1B3 SPEN SPTBN1 STAC3 STEAP3 SUCLG1 SURF1 TARS2 TBX1 TFAM TKFC TMEM199 TPM2 TPM3 TRAPPC11 TRMU TTN TYMP UBE4B UNC45A VCP VPS33A VPS4A XRCC4 YARS1 ZFHX4 ZPR1 HP_ABNORMAL_TOENAIL_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_TOENAIL_MORPHOLOGY AFF4 AIP ANGPT2 APC ARHGAP31 ARID1A ARID1B ARID2 ATP6V1B2 BAZ1B BCL7B BCR BHLHA9 BMP2 BUD23 CKAP2L CLEC7A CLIP2 COL11A1 COL17A1 COL7A1 CPT2 CRKL CSTB CTC1 DKC1 DLL4 DNAJC30 DOCK6 DPF2 DPH1 DPH2 DSP DST DYNC2LI1 EDAR EDARADD EED EIF4H EIF5A ELN EOGT EVC EVC2 EZH2 FERMT1 FGFR1 FKBP6 FLT4 FTO GDF5 GJB2 GJC2 GLI1 GPC4 GPR101 GTF2I GTF2IRD1 GTF2IRD2 HOXA13 HRAS IFT122 IFT43 IFT52 IKBKG IL17F IL17RA IL17RC INPPL1 ITGB4 JUP KCNH1 KCNN3 KDM1A KIF11 KIF1A KLHL24 KRT14 KRT5 KRT74 LIG4 LIMK1 LMNA LMX1B LRP4 MAPK1 METTL27 MLXIPL MSX1 NCF1 NECTIN1 NECTIN4 NHP2 NOG NOP10 NOTCH1 NPM1 NSD1 NSUN2 ODC1 PARN PERP PEX1 PEX6 PIEZO1 PIGF PLCD1 PORCN PPP1CB PPP2R5D PRKACA PRKACB RAB3GAP1 RAB3GAP2 RAB7A RBPJ RETREG1 RFC2 RIPK4 RTEL1 RUNX2 SCN9A SCO2 SET SHANK3 SHOC2 SHOX SLC35D1 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SOX11 SOX4 STX1A SUZ12 TAF1 TBC1D24 TBL2 TBX3 TBX4 TCTN3 TELO2 TERC TERT TINF2 TMEM270 TP63 TRAF3IP2 TYMS UMPS USB1 VEGFC VPS37D WDR19 WDR35 WLS WNK1 WNT10A WNT7A WRAP53 ZIC3 ZMPSTE24 ZMYM2 ZSWIM6 HP_ABNORMAL_TOE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_TOE_MORPHOLOGY AARS1 ABCA12 ABCC9 ABL1 ACAN ACTB ACVR1 ADA ADAMTS2 ADCY6 ADNP AEBP1 AHI1 AKT1 ALDH1A2 ALDH6A1 ALG12 ALG3 ALMS1 ALOX12B ALOXE3 AMER1 AP1G1 APC APC2 ARCN1 ARHGAP31 ARID1A ARID1B ARL13B ARL3 ARL6 ARL6IP6 ARMC9 ARSL ARVCF ARX ASAH1 ASPH ASXL1 ATL3 ATN1 ATP2B1 ATP6V1B2 ATP6V1E1 ATP9A ATR ATRIP B3GALT6 B3GAT3 B3GLCT B4GALT7 B9D1 B9D2 BAZ1B BBS1 BBS12 BBS2 BBS7 BBS9 BCL7B BCOR BCR BHLHA9 BLTP1 BMP2 BMP4 BMPER BMPR1A BMPR1B BMS1 BPNT2 BPTF BRCA1 BRCA2 BRD4 BRIP1 BSCL2 BUD23 C12orf57 C2CD3 CACNA1C CAMTA1 CANT1 CASK CASZ1 CBY1 CC2D2A CCDC22 CCDC28B CCDC47 CCNQ CD96 CDC42 CDC45 CDH3 CDKL5 CENPE CENPJ CEP104 CEP120 CEP152 CEP290 CEP41 CEP55 CERT1 CHCHD10 CHD7 CHP1 CHRNG CHST11 CHST3 CHSY1 CIBAR1 CILK1 CKAP2L CLCF1 CLIP2 CNOT2 CNTNAP1 COA7 COG8 COL11A2 COL12A1 COL1A1 COL1A2 COL2A1 COL3A1 COL6A1 COL6A2 COL6A3 COMT COX4I1 COX7B CPLANE1 CPLX1 CPT1C CPT2 CREBBP CRKL CSGALNACT1 CSNK2A1 CSPP1 CTBP1 CTCF CTU2 CUL4B CWC27 DACT1 DCAF8 DCLRE1C DCPS DDX11 DDX59 DDX6 DEAF1 DHCR7 DLEC1 DLK1 DLL4 DLX5 DMXL2 DNA2 DNAJC30 DNM1L DNMT3A DOCK6 DPM1 DSP DVL1 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLT2B DYRK1A EBP EED EFNB1 EGR2 EIF2AK3 EIF4A3 EIF4H EIF5A ELN EN1 EOGT EP300 ERCC1 ERCC4 ERF ERLIN2 ERMARD ESCO2 EVC EVC2 EXT2 EXTL3 EZH2 FAM149B1 FAM20C FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAT4 FBLN1 FBN1 FBXO11 FBXW11 FDFT1 FGF10 FGF16 FGF9 FGFR1 FGFR2 FGFR3 FGFRL1 FHL1 FIBP FIG4 FKBP6 FLI1 FLII FLNA FLNB FRA10AC1 FRAS1 FREM1 FREM2 GABRA3 GABRD GALNT2 GARS1 GATA1 GATA4 GATA6 GATAD2B GBA1 GBF1 GCH1 GDAP1 GDF5 GDF6 GHR GJA1 GJA5 GJA8 GLI1 GLI3 GMNN GNA11 GNAI1 GNAO1 GNAS GNB4 GNE GP1BB GPC3 GPC4 GPX4 GRIN1 GRIP1 GRM7 GTF2I GTF2IRD1 GTF2IRD2 H3-3A H4C9 HARS1 HBA1 HBA2 HDAC4 HDAC8 HEATR3 HEPACAM HEPHL1 HERC2 HIRA HNRNPH1 HNRNPK HNRNPR HOXA13 HOXD13 HPGD HRAS HS2ST1 HSD17B4 HSPB1 HSPB8 HSPG2 HUWE1 HYLS1 IFT122 IFT140 IFT172 IFT27 IFT43 IFT52 IFT57 IFT74 IFT80 IGF1R IHH IL11RA IL2RG IL7R IMPDH2 INF2 INPP5E INTS1 INTS8 IPO8 IQCE IQSEC2 IRF6 IRX5 ITCH ITGB4 ITPR3 JARID2 JMJD1C JUP KAT6A KAT6B KAT8 KATNIP KCNA1 KCNAB2 KCNH1 KCNJ2 KCNJ5 KCNJ8 KCNMA1 KCNN3 KCTD1 KIAA0586 KIAA0753 KIAA0825 KIF1A KIF1B KIF7 KMT2A KMT2B KMT2D KMT5B KRAS LARS1 LBR LETM1 LIFR LIG4 LIMK1 LMBR1 LMNA LRP4 LRSAM1 LTBP4 LUZP1 LZTFL1 MAB21L2 MAD1L1 MAD2L2 MAN1B1 MAN2C1 MAP3K20 MAPK1 MAPRE2 MBD5 MCTP2 MECP2 MED12 MED25 MEF2C MEG3 MEGF8 MEIS2 METTL27 MFN2 MGP MIA3 MIR17HG MKKS MKS1 MLXIPL MMP2 MMP23B MORC2 MPV17 MPZ MRPS28 MTM1 MTX2 MYCN MYH3 MYH8 MYL11 MYOD1 MYRF NAA10 NBAS NBN NCF1 NDRG1 NECTIN1 NECTIN4 NEDD4L NEFL NEK1 NEK9 NELFA NEUROD2 NFIX NIPBL NKX2-5 NKX2-6 NKX3-2 NOD2 NOG NONO NOTCH1 NOTCH2 NPHP3 NPR2 NPR3 NR4A2 NRAS NRCAM NSD1 NSD2 NSDHL NSUN2 NT5C2 NUP107 NUP85 NXN ODC1 OFD1 OTUD5 OTUD6B PALB2 PAPPA2 PCDHGC4 PCGF2 PCNT PDE4D PDE6D PDPN PDXK PDZD8 PEX7 PHF6 PHF8 PHGDH PHIP PHYH PIBF1 PIEZO2 PIGF PIGG PIGH PIGL PIGN PIGO PIGP PIGQ PIGV PIGY PIK3CA PITX1 PLAA PLEC PLEKHG5 PLK4 PMP2 PMP22 PNKP POLR3A POLR3GL PORCN PPP1R15B PPP1R21 PPP2R1A PPP2R5D PRDM16 PRDM5 PRG4 PRKACA PRKACB PRKAR1A PRKCZ PRKD1 PRKG2 PRX PSAT1 PSMB8 PSMD12 PTEN PTH1R PTHLH PTRH2 PUF60 PYCR2 RAB11B RAB23 RAB3GAP1 RAB3GAP2 RAB7A RAD21 RAD51 RAD51C RAG1 RAG2 RAI1 RALA RBBP8 RBPJ REEP1 RERE RETREG1 RFC2 RFWD3 RFX7 RHBDF2 RHOA RIPK4 RMRP RNF6 RNU4ATAC ROBO1 ROR2 RPGRIP1 RPGRIP1L RPL10 RREB1 RSPRY1 RTL1 RYR3 SACS SALL1 SALL4 SATB1 SATB2 SBF2 SC5D SCARF2 SCN1B SCN2A SCN4A SCN9A SCNM1 SEC24C SETBP1 SETD2 SETD5 SF3B4 SH3TC2 SHANK3 SHH SHMT2 SHOX SIAH1 SIGMAR1 SIK1 SIK3 SIN3A SKI SLC12A2 SLC12A6 SLC16A2 SLC25A22 SLC26A2 SLC29A3 SLC32A1 SLC35A3 SLC35C1 SLC39A8 SLC6A9 SLCO2A1 SLX4 SMAD2 SMAD4 SMARCA2 SMARCA4 SMARCAD1 SMARCD2 SMARCE1 SMC1A SMC3 SMO SMOC1 SMS SNRPN SOD1 SOX5 SOX9 SPART SPECC1L SPEN SRY STAG1 STX1A SUFU SUMF1 SUZ12 SVBP SVIL SYT1 SYT2 TAF6 TBC1D24 TBC1D2B TBCK TBL1XR1 TBL2 TBR1 TBX1 TBX15 TBX22 TBX3 TBX4 TCF12 TCF20 TCF4 TCTN1 TCTN2 TCTN3 TELO2 TFAP2B TGDS TGFB3 TGFBR2 THOC6 TLL1 TMCO1 TMEM107 TMEM138 TMEM216 TMEM218 TMEM231 TMEM237 TMEM260 TMEM270 TMEM67 TMEM94 TNNT3 TOGARAM1 TOPORS TOR1A TP63 TPM2 TPR TRAIP TRIM8 TRIO TRIP12 TRMT10A TRMT5 TRPM3 TRPV4 TRRAP TTC21B TTI2 TWIST1 TWIST2 TXNDC15 TXNL4A UBA2 UBE2A UBE2T UBE4B UFD1 USP7 USP9X VAC14 VCP VPS13B VPS37D WASF1 WDPCP WDR19 WIPI2 WLS WNK1 WNT10B WNT5A WNT7A WWOX XRCC2 XYLT1 XYLT2 YY1 ZEB2 ZMIZ1 ZMPSTE24 ZMYM2 ZNF141 ZNF407 ZNF423 ZNF469 ZNF668 ZNF699 ZSWIM6 HP_ABNORMAL_TOE_PHALANX_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_TOE_PHALANX_MORPHOLOGY ABCC9 ACTB ACVR1 ARID1B ARSL ARX ATP6V1B2 BHLHA9 BMP2 BMPR1A BMPR1B BRCA1 BRCA2 BRIP1 C2CD3 CANT1 CASK CDKL5 COL12A1 COL3A1 COL6A1 COL6A2 COL6A3 CREBBP CTCF DACT1 DMXL2 EFNB1 EOGT EP300 ERCC4 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FGFR1 FGFR2 FGFR3 FIG4 FLI1 GATA4 GDF5 GLI3 GNAO1 GPC4 GRIN1 GRM7 HNRNPH1 HOXD13 HPGD HS2ST1 HYLS1 IFT122 IHH KCNA1 KCNH1 KCNJ8 KCNN3 KIAA0753 KIF1A KIF7 LMBR1 LMNA MAD2L2 MAP3K20 MED25 NEK1 NEUROD2 NOG NOTCH2 NXN PALB2 PIGF PIGL PIGP PIGQ PNKP PTEN PTHLH RAB23 RAD51 RAD51C RETREG1 RFWD3 RHBDF2 RIPK4 ROR2 SALL1 SALL4 SATB2 SCN1B SCN2A SCN9A SIK1 SLC25A22 SLC32A1 SLCO2A1 SLX4 SMARCA2 SMARCA4 SMO SOX9 SUMF1 TBC1D24 TBR1 TLL1 TP63 TRIM8 TRPV4 TWIST1 UBE2A UBE2T VAC14 WDR19 WLS WNK1 WNT7A XRCC2 ZMPSTE24 HP_ABNORMAL_TONGUE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_TONGUE_MORPHOLOGY ABCC8 ACTB ACVRL1 ADGRG1 ADNP AFF3 AFF4 AGA AGPAT2 AIP AKT1 ALG3 ALG6 ALG8 ALX3 AMN AMPD2 AP1S3 ARID1A ARSB ATP6V1B2 ATRX B9D1 B9D2 BAZ1B BCL7B BCR BMP4 BSCL2 BTK BUD23 C2CD3 CAV1 CAVIN1 CC2D2A CCDC22 CCDC47 CDC42BPB CDCA7 CDKN1C CEP120 CEP290 CLIC2 CLIP2 CLTRN COG1 COG7 COL11A1 COL11A2 COL2A1 COL7A1 CPLANE1 CPSF3 CRKL CRPPA CSNK2A1 CSNK2B CSPP1 CUBN CUL4B DDX59 DHCR7 DHX30 DLK1 DNAJC30 DNM1 DNMT3B DOK7 DUOX2 DUOXA2 DVL1 DVL3 DYNC2H1 DYNC2I1 DYNC2I2 ECEL1 ECM1 EDN1 EDNRA EHMT1 EIF4H ELN ENG ERLIN2 EXOSC3 FAM111A FAM149B1 FAM20C FBXO28 FDX2 FIBP FIG4 FKBP6 FKRP FLNA FOS FOXE1 FOXG1 FRAS1 FREM2 FRG1 FTO FUCA1 FZD2 GAA GATA1 GJB2 GLB1 GLI3 GMPPB GNAI3 GNE GNPTAB GNS GPC3 GPC4 GPR101 GRIK2 GRIP1 GSN GTF2I GTF2IRD1 GTF2IRD2 GUSB H4C5 HELLS HESX1 HEXB HLA-B HLA-DRB1 HNRNPK HRAS HS2ST1 HYMAI IDS IDUA IFT140 IFT80 IGF2 IGHMBP2 IL36RN IL6ST INPP5E INSR IPO8 IYD KCNH1 KCNJ11 KCNMA1 KCNN3 KCNQ1 KCNQ1OT1 KDM5C KIAA0753 KIF7 KLLN KMT2D KRT14 KRT5 KRT6A KY LAMA2 LARGE1 LHX3 LHX4 LIFR LIMK1 LIMS2 LMBRD1 LMNA LMNB1 LMNB2 MAN2B1 MAN2C1 MAPK1 MBD5 MCTP2 MED13L MED25 MEF2C MEG3 METTL27 MGAT2 MID1 MKS1 MLXIPL MMACHC MMP1 MORC2 MT-TE MYMK MYMX NCF1 NEFL NEK1 NEK9 NEU1 NFASC NFIX NKX2-1 NKX2-5 NOP56 NRXN1 NXN OCA2 OFD1 OPTN OTX2 P4HA2 PANK2 PAX8 PDE11A PDE6D PEX1 PEX16 PI4KA PIGB PIGS PIGW PIK3C2A PIK3CA PKP1 PLAGL1 PLCB4 PLXND1 POLR1B POLR1C POLR1D POMGNT1 POMK POMT1 POMT2 POP1 POU1F1 POU4F1 PPARG PQBP1 PRKAG2 PRKAR1A PROP1 PRR12 PRRX1 PSMB8 PTDSS1 PTEN PTH1R PTPN22 RAB3GAP1 RAB3GAP2 RALGAPA1 RBBP8 RBM10 RERE REV3L RFC2 RIPK4 RMRP RNF125 ROR2 RPGRIP1 RPGRIP1L RSPO2 RTL1 RUNX2 SBF2 SCNM1 SDHB SDHC SDHD SEC23B SET SETBP1 SGCG SH3TC2 SLC25A24 SLC26A4 SLC35B2 SLC35C1 SLC37A4 SLC39A4 SLC46A1 SLC52A3 SLC5A5 SLC6A19 SMARCA4 SMARCB1 SMO SNIP1 SNRPB SNRPN SNX14 SOX5 SOX9 SPTBN1 SPTLC1 SREBF1 SRPX2 STX1A TAF1 TBCK TBL2 TBX15 TBX22 TCOF1 TCTN1 TCTN2 TCTN3 TELO2 TG TGDS THRA TMEM107 TMEM216 TMEM231 TMEM237 TMEM270 TMEM67 TOPORS TPO TRAF3IP2 TRIM37 TRIP11 TRMU TSHB TSHR TXNDC15 UBE3A USF3 VAC14 VPS13A VPS13B VPS33A VPS37D WDR35 WNT10A WNT5A ZBTB24 ZFP57 ZMPSTE24 ZNF699 HP_ABNORMAL_TONGUE_PHYSIOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_TONGUE_PHYSIOLOGY ADPRS AGTPBP1 AIFM1 ALS2 ASAH1 ATP11A ATP13A2 ATP1A2 CACNA1A CHCHD10 EDN1 EGR2 ELP1 EXOSC3 EXOSC8 EXOSC9 FRAS1 FXR1 GAA GIPC1 GNAI3 KCNK9 KIF1A LGI3 LRP12 MEGF10 MPZ MTPAP NDUFS4 NOP56 NOTCH2NLC NTRK1 OPTN PLCB4 PMP22 POLG PRRT2 PRUNE1 PRX RETREG1 RILPL1 RMND1 SBF2 SCN1A SCN9A SH3TC2 SLC25A21 SLC25A46 SLC39A4 SLC52A2 SLC52A3 SMN1 SMN2 SPTLC1 SYNGAP1 SYT2 TBCD TOE1 TRANK1 TSPYL1 TUBB4A UBA1 VCP VRK1 VWA1 WNK1 HP_ABNORMAL_TRABECULAR_BONE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_TRABECULAR_BONE_MORPHOLOGY AMER1 ANAPC1 CLCN5 CTC1 CYP27B1 CYP2R1 DKC1 DMP1 ENPP1 NHP2 NOP10 NOTCH2 NPM1 PARN PLCB3 PORCN PTH1R RECQL4 RTEL1 SLC29A3 SLC34A3 TCIRG1 TERC TERT TINF2 TNFRSF11A TNFRSF11B TRPV4 TYMS USB1 VDR WRAP53 HP_ABNORMAL_TRACHEAL_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_TRACHEAL_MORPHOLOGY ADAMTSL2 AFF4 AHDC1 AMER1 ARNT2 ARSL B3GALT6 BAZ1B BCL7B BMPER BRCA1 BRCA2 BRIP1 BUB1 BUD23 CHD7 CLIP2 COL2A1 CTC1 CYBA CYBB CYBC1 DCHS1 DDR2 DDRGK1 DHCR7 DKC1 DNAJC30 EBP EHMT1 EIF4H ELN EMC1 ERCC4 ERF EXTL3 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAT4 FBN2 FGF20 FGFR1 FGFR2 FKBP6 FLNB FOXF1 FOXI1 FRAS1 FREM2 GFRA1 GLMN GMNN GREB1L GRIP1 GTF2I GTF2IRD1 GTF2IRD2 HDAC4 HESX1 HK1 HOXD13 HRAS HYLS1 IDS IDUA ITGA8 KANSL1 KCNJ10 KIF22 KIF7 KMT2C LBR LIMK1 LMBRD1 LTBP3 LTBP4 MAD2L2 MAP3K7 METTL27 MGP MID1 MLXIPL MYCN MYRF NCF1 NCF2 NCF4 NHP2 NOP10 NOTCH3 NPM1 ORC4 ORC6 OTX2 PAICS PALB2 PARN PAX3 PCNT PDGFRB POLA1 POLG POLR1B POLR1C POLR1D PROKR2 PRRX1 RAB3GAP2 RAC1 RAD51 RAD51C RALGAPA1 RET RFC2 RFWD3 RMRP RPL5 RSPO2 RTEL1 SALL1 SCUBE3 SEMA3E SETD2 SLC12A2 SLC26A2 SLC26A4 SLX4 SMAD4 SNRPB SOX2 SOX3 SOX9 STX1A TBL2 TCOF1 TERC TERT TINF2 TMEM270 TONSL TRIM2 TRRAP TYMS UBA2 UBE2T USB1 USP9X VPS37D WBP11 WDR26 WNT3 WNT7A WNT9B WRAP53 XRCC2 ZEB2 ZIC3 ZNF699 HP_ABNORMAL_TRACHEOBRONCHIAL_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_TRACHEOBRONCHIAL_MORPHOLOGY ABCA3 ADAMTSL2 AFF4 AGR2 AHDC1 ALDH18A1 AMER1 ARHGEF1 ARL2BP ARNT2 ARSL ATM ATP11A B2M B3GALT6 BACH2 BAZ1B BCL7B BLM BLNK BMPER BRAF BRCA1 BRCA2 BRIP1 BTK BTNL2 BUB1 BUD23 C1QB CARD10 CARD11 CARMIL2 CASP8 CCDC103 CCDC39 CCDC40 CCDC65 CCNO CD19 CD79A CD79B CD81 CD8A CEACAM3 CEACAM6 CFAP221 CFAP298 CFAP300 CFAP74 CFTR CHD7 CLCA4 CLIP2 COL2A1 COL4A5 COL4A6 CR2 CTC1 CTLA4 CXCR4 CYBA CYBB CYBC1 CYP2A6 DCHS1 DCTN4 DDR2 DDRGK1 DEAF1 DHCR7 DIAPH1 DICER1 DKC1 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAJC30 DNAL1 DNMT3B DOCK8 DPP9 DRC1 DSP EBP EDNRA EGFR EHMT1 EIF4H ELN EMC1 EMILIN1 ERBB2 ERCC4 ERCC6 ERF EXTL3 FAM13A FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FASLG FAT4 FBLN5 FBN2 FCGR2A FCHO1 FGF20 FGFR1 FGFR2 FKBP6 FLII FLNB FNIP1 FOXF1 FOXI1 FOXJ1 FRAS1 FREM2 GAS2L2 GAS8 GCLC GFRA1 GLMN GMNN GNPTAB GREB1L GRIP1 GSTM3 GTF2I GTF2IRD1 GTF2IRD2 HDAC4 HESX1 HFE HK1 HLA-DPB1 HLA-DRB1 HMOX1 HOXD13 HRAS HYDIN HYLS1 ICOS IDS IDUA IGHG2 IGHM IGKC IGLL1 IL10RB IL17RA IL21R IL2RG IL6ST IQSEC2 IRF1 IRF2BP2 IRF8 IRF9 ITGA8 KANSL1 KAT6A KCNJ10 KCNN4 KEAP1 KIF22 KIF7 KMT2C KRAS KRT14 KRT5 LAT LBR LIMK1 LMBRD1 LRBA LRRC56 LRRC8A LTBP3 LTBP4 MAD2L2 MAGT1 MALT1 MAP3K7 MAP3K8 MCIDAS METTL27 MGP MID1 MIF MLXIPL MPEG1 MS4A1 MUC5B MYCN MYH11 MYRF NBN NCF1 NCF2 NCF4 NCKAP1L NDUFA6 NEK10 NFKB1 NFKB2 NHP2 NME5 NME8 NOP10 NOTCH3 NPM1 ODAD1 ODAD2 ODAD3 ODAD4 OFD1 ORC4 ORC6 OTX2 PAICS PAK2 PALB2 PARN PAX3 PCNT PDGFRB PGM3 PI4KA PIK3CA PIK3CD PIK3R1 POLA1 POLE POLG POLR1B POLR1C POLR1D POR PPP2R1B PRKCD PRKN PROKR2 PRRX1 PTEN RAB3GAP2 RAC1 RAC2 RAD51 RAD51C RAI1 RALGAPA1 RASGRP1 RET RFC2 RFWD3 RFX7 RIN2 RIPK1 RMRP RPGR RPL5 RSPH1 RSPH3 RSPH4A RSPH9 RSPO2 RTEL1 SALL1 SASH3 SCNN1A SCNN1B SCNN1G SCUBE3 SEMA3E SERPINA1 SETD2 SFTPA1 SFTPA2 SFTPC SLC11A1 SLC12A2 SLC22A18 SLC26A2 SLC26A4 SLC26A9 SLC29A3 SLC34A2 SLC39A7 SLC41A1 SLC6A14 SLC9A3 SLF2 SLX4 SMAD4 SMARCA2 SNRPB SOX2 SOX3 SOX9 SPAG1 SPEF2 SPI1 STAT1 STK36 STK4 STN1 STX1A STX3 SYK TAFAZZIN TAP1 TAP2 TAPBP TBL2 TCF3 TCOF1 TERC TERT TET2 TGFB1 TINF2 TMEM270 TNFRSF13B TNFRSF13C TNFRSF9 TNFSF12 TOM1 TONSL TP73 TPP2 TRIM2 TRRAP TTC12 TTC26 TYMS UBA2 UBE2T UNC119 USB1 USP26 USP9X VPS37D WBP11 WDR1 WDR26 WNT3 WNT7A WNT9B WRAP53 XRCC2 ZEB2 ZIC3 ZMYND10 ZNF341 ZNF699 HP_ABNORMAL_TRAGUS_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_TRAGUS_MORPHOLOGY DACT1 EFTUD2 GLI2 KAT6A KCTD1 NUP188 PIGN RNU4ATAC SALL1 SF3B2 SMCHD1 HP_ABNORMAL_TRANSFERRIN_SATURATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_TRANSFERRIN_SATURATION BCS1L BMP6 FTH1 FTL HAMP HFE HJV PKLR SLC25A38 SLC30A10 SLC40A1 STEAP3 TFR2 HP_ABNORMAL_TRICUSPID_VALVE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_TRICUSPID_VALVE_MORPHOLOGY AGGF1 ARVCF CCDC22 CHD7 CHST14 COL1A1 COL5A1 COL5A2 COMT COX7B DPYSL5 FBN1 FGFR1 FLNA FOXF1 FREM1 GATA1 GATA6 GP1BB HCCS HIRA IDS JMJD1C JPH2 KRAS MAP3K7 MMP21 MYCN MYH7 MYRF NDUFB11 NONO NXN PCGF2 PLD1 ROR2 RPS6KA3 RREB1 SEC24C TBX1 TMEM260 TPM1 UFD1 VPS35L WASHC5 YY1 HP_ABNORMAL_TRICUSPID_VALVE_PHYSIOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_TRICUSPID_VALVE_PHYSIOLOGY ABCC6 ACTC1 ADAMTS19 ADAMTSL2 AGR2 ALG9 ALPK3 ARL6 ARSB ATP6AP1 ATP6V1E1 ATRX CDH2 CHST14 CHST3 CITED2 CLIC2 COA6 COL1A2 COX6B1 COX7B CSGALNACT1 DAXX DLL4 DNMT3A DOHH DVL3 EXOSC5 FBN1 FKBP14 FLNA FLNC FNIP1 GATA4 GATA6 HADHA HADHB HCCS HEPHL1 KIF20A LMOD2 MEGF8 MTX2 MYCN MYH6 MYH7 MYPN MYSM1 NCAPG2 NDUFB11 NEK1 NKX2-5 NONO PEX2 PLD1 PPP1CB PRKAR1A RAD21 RNF2 RPL3L RPS19 SCN4A SCN5A SDHD SLC25A24 SLC31A1 TAB2 TAFAZZIN TBX20 TLL1 TNNC2 TNNI3 TNNT2 TTC26 TXNDC15 VPS33A WDR37 HP_ABNORMAL_TUBULAR_BASEMENT_MEMBRANE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_TUBULAR_BASEMENT_MEMBRANE_MORPHOLOGY DCDC2 MUC1 NPHP1 TMEM67 XPNPEP3 HP_ABNORMAL_T_CELL_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_T_CELL_MORPHOLOGY ACP5 ADA AP3B1 ATM ATP6AP2 BCL10 BCL11B BLM BLNK BTK BTNL2 CARD11 CARD9 CASP10 CASP8 CD19 CD247 CD3D CD3E CD3G CD4 CD79A CD79B CD81 CD8A CIITA CR2 CTNNBL1 CTPS1 DCLRE1C DEF6 DIAPH1 DNMT3B DOCK2 DOCK8 EPG5 EXTL3 FAS FASLG FCHO1 FOXN1 FOXP3 GATA2 HLA-DPB1 HLA-DRB1 ICOS IGLL1 IKBKB IKBKG IL21 IL2RA IL2RB IL2RG IL7 IL7R IRAK4 ITK IVNS1ABP JAK3 KNSTRN LAT LCK LCP2 LEP LEPR LIG1 MAGT1 MCM10 MS4A1 MYC MYD88 NBN NCKAP1L NFKBIA NHEJ1 NSMCE3 OTULIN PGM3 PIK3CD PIK3CG PIK3R1 PNP POMP PRKCD PRKDC PTPRC RAC2 RAG1 RAG2 RASGRP1 RFX5 RFXANK RFXAP RHOH RIPK1 RPA1 SASH3 SH2D1A SMARCAL1 SP110 STAT1 STN1 SYK TBX2 TCF3 TNFRSF13B TNFRSF13C TOM1 UNC119 WAS WDR1 WIPF1 XIAP ZAP70 HP_ABNORMAL_T_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_T_CELL_PROLIFERATION CARD11 CD3E CTPS1 DOCK2 LCP2 LIG1 MRTFA NSMCE3 PGM3 RAG1 RAG2 RASGRP1 TGFB1 WIPF1 HP_ABNORMAL_T_CELL_SUBSET_DISTRIBUTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_T_CELL_SUBSET_DISTRIBUTION AP3B1 ATM ATP6AP2 BCL10 BCL11B BLM CARD11 CARD9 CASP10 CASP8 CD247 CD3D CD3E CD3G CD4 CD8A CIITA CTNNBL1 CTPS1 DCLRE1C DEF6 DIAPH1 DOCK8 EPG5 EXTL3 FAS FASLG FOXN1 FOXP3 GATA2 HLA-DPB1 IKBKB IL2RA IL2RB IL2RG IL7R ITK IVNS1ABP KNSTRN LAT LCK LCP2 LEP LEPR LIG1 MAGT1 MYC NCKAP1L NSMCE3 OTULIN PGM3 PIK3CD PIK3CG PIK3R1 PNP POMP PRKCD RAG1 RAG2 RASGRP1 RFX5 RFXANK RFXAP RHOH SASH3 SMARCAL1 SYK TCF3 TOM1 UNC119 WAS WDR1 WIPF1 ZAP70 HP_ABNORMAL_T_WAVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_T_WAVE AKAP9 ALG10B ANK2 ATP1A2 ATP1A3 BRF1 CACNA1A CACNA1C CALM1 CALM2 CALM3 CAV3 CLCNKB CLN3 DCAF17 GYG1 JUP KCNE1 KCNE2 KCNH2 KCNJ2 KCNJ5 KCNQ1 MECP2 MYL2 MYL3 NOS1AP PRKAG2 RYR1 SCN10A SCN4B SCN5A SLC12A3 SLC1A3 SNTA1 TBX5 TRDN HP_ABNORMAL_ULNAR_METAPHYSIS_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_ULNAR_METAPHYSIS_MORPHOLOGY ANAPC1 COL10A1 COL2A1 COMP MAGEL2 MMP13 MMP9 NDN RECQL4 SNRPN HP_ABNORMAL_UMBILICAL_STUMP_BLEEDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_UMBILICAL_STUMP_BLEEDING F10 F13A1 F13B F2 FGA FGB FGG SERPINF2 HP_ABNORMAL_UMBILICUS_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_UMBILICUS_MORPHOLOGY AARS1 ABCC8 ABCC9 ACTG2 ADAMTS2 ADNP AEBP1 AGA AGPAT2 ALDH18A1 ANTXR1 APC2 ARID1B ARSB ARVCF ARX ATAD1 ATP6V0A2 ATP7A ATRX AUTS2 B3GLCT BAZ1B BCL11B BCL7B BCOR BGN BMP1 BRCA1 BRCA2 BRIP1 BSCL2 BUD23 C1R C1S CARS1 CASK CAVIN1 CCBE1 CDCA7 CDH11 CDKL5 CHAMP1 CHD3 CHD7 CHRNG CHST14 CLDN19 CLIP2 COL1A1 COL2A1 COL3A1 COL5A1 COL5A2 COLEC10 COLEC11 COMT COX11 CREBBP CSNK2A1 DGCR2 DGCR6 DGCR8 DICER1 DLK1 DLL3 DMXL2 DNAJC30 DNMT3A DNMT3B DUOX2 DUOXA2 DVL1 DVL3 EED EFNB1 EHMT1 EIF4H ELMO2 ELN EN1 EOGT ERCC2 ERCC3 ERCC4 ESS2 EZH2 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FBLN5 FBN1 FBXW11 FGD1 FGFR2 FKBP14 FKBP6 FLNA FOCAD FRAS1 FREM2 FTO FZD2 GATA6 GJA1 GLI3 GLIS3 GLRA1 GLRB GMNN GNAO1 GNPTAB GP1BB GPC3 GPC4 GPC6 GPHN GRIN1 GRIP1 GRM7 GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GUSB GZF1 H19 H4C3 HDAC4 HELLS HES7 HESX1 HIRA HIVEP2 HSPG2 HYMAI IDS IDUA IFT140 IGF2 IKBKG IPO8 IRF6 ISL1 IYD JMJD1C KAT6A KCNA1 KCNH1 KCNJ11 KCNJ8 KDM3B KIF7 KMT2C KNSTRN KRT1 LBR LFNG LHX3 LHX4 LIMK1 LMNA LMOD1 LRP2 LTBP4 MAD2L2 MAN2B1 MAPRE2 MASP1 MBTPS2 MED12 MED13L MEG3 MEGF8 MESP2 METTL27 MID1 MLXIPL MPLKIP MSX1 MTOR MYH11 MYH3 MYLK NAA10 NALCN NCF1 NECTIN1 NEU1 NEUROD2 NFIX NIPBL NKX2-5 NOTCH1 NOTCH2 NOTCH3 NSD1 NSDHL NXN OCLN OCRL PACS1 PALB2 PAX8 PHGDH PIGL PIGP PIGQ PIGS PIGW PIK3CD PLAGL1 PLOD1 PNKP POLR3GL PORCN POU1F1 PPP2CA PRDM5 PRKG2 PROP1 PRR12 PTCH1 RAB23 RAC1 RAD51 RAD51C RFC2 RFWD3 RFX7 RIN2 RIPK4 RIPPLY2 RNF113A RNF2 ROR2 RREB1 RTL1 SALL1 SCN1B SCN2A SEC24C SEC31A SETBP1 SETD2 SGSH SH3PXD2B SHANK3 SIK1 SKI SLC25A22 SLC25A24 SLC26A2 SLC2A10 SLC32A1 SLC35C1 SLC35D1 SLC5A5 SLC6A5 SLX4 SMAD3 SMARCA2 SMARCB1 SNIP1 SOX6 SPECC1L SRCAP STX1A SUZ12 TARS1 TBL2 TBX1 TENT5A TFE3 TG TGDS TGFBR2 TMEM270 TMEM70 TOR1A TP63 TPO TRAF7 TRIM8 TRIP11 TRPV6 TRRAP TSHB TSHR TUBB TWIST2 UBE2T UFD1 VPS37D WNT5A XRCC2 ZBTB24 ZBTB7A ZFP57 ZMPSTE24 HP_ABNORMAL_UPPER_LIMB_BONE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_UPPER_LIMB_BONE_MORPHOLOGY ACAN ACVR1 ADAMTS10 ADAMTSL2 ADNP AFF3 AFF4 AGA AGPS AKT1 ALG12 ALX4 AMMECR1 ANAPC1 ANKRD55 APC ARHGAP31 ARID1B ASAH1 ASXL1 ASXL2 ATL3 ATP7A ATR B2M B3GALT6 B3GAT3 B3GLCT B4GALT7 BANF1 BAZ1B BCL7B BCOR BGN BHLHA9 BICRA BMP1 BMP2 BMP6 BMPR1A BMPR1B BPNT2 BPTF BRAF BRCA1 BRCA2 BRD4 BRIP1 BUD23 CANT1 CBFB CBL CCDC8 CCNQ CD247 CD96 CDC45 CDKL5 CHD7 CHN1 CHRNG CHST3 CHSY1 CILK1 CLCN3 CLCN7 CLIP2 COG4 COL10A1 COL11A1 COL11A2 COL1A1 COL27A1 COL2A1 COL3A1 COL5A1 COL5A2 COL9A1 COL9A2 COL9A3 COLEC10 COLEC11 COMP CPLANE1 CPLX1 CREB3L1 CREBBP CSGALNACT1 CSPP1 CTBP1 CTSC CTSK CUL7 CWC27 CYP26B1 DACT1 DCHS1 DDR2 DHCR7 DHODH DHX30 DLK1 DLL4 DNAJC30 DNM1L DNMT3A DOCK6 DONSON DVL1 DVL3 DYM DYNC2H1 EED EIF4A3 EIF4H ELN EOGT EP300 ERCC1 ERCC4 ESCO2 EXOC6B EXOSC2 EXT1 EXT2 EXTL3 EZH2 FAM149B1 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAT4 FBLN1 FBN1 FBXL3 FERMT1 FGF10 FGF16 FGF23 FGF9 FGFR1 FGFR2 FGFR3 FGFRL1 FIG4 FKBP10 FKBP6 FLNA FLNB FMR1 FZD2 G6PC3 GALNS GATA4 GATAD2B GDF5 GJA5 GJA8 GJB6 GLB1 GLI3 GNAS GNAS-AS1 GNPAT GNPTAB GPC3 GPC4 GPC6 GPX4 GSC GTF2I GTF2IRD1 GTF2IRD2 GUSB H3-3A H3-3B HDAC4 HDAC8 HFE HHAT HNRNPR HOXA11 HOXA13 HOXD13 HPGD HS2ST1 IFIH1 IFITM5 IFT122 IFT140 IFT27 IFT43 IFT52 IFT80 IFT81 IHH IL2RA IL2RB INPP5K INPPL1 INTU JAG1 KAT6B KCNH1 KCNJ2 KCTD1 KIAA0586 KIAA0753 KIF1A KIF22 KIF7 KL KNSTRN KRAS L1CAM LAMA5 LBR LETM1 LIG4 LIMK1 LMBR1 LMNA LMX1B LONP1 LRP4 LRP5 LTBP3 LYSET LZTR1 MACROH2A1 MAD2L2 MAF MAFB MAGEL2 MAN2C1 MAP2K1 MAP2K2 MAP3K7 MASP1 MATN3 MECOM MED12 MEG3 MEGF8 MEIS2 METTL27 MKKS MLXIPL MMP13 MMP14 MMP2 MMP9 MRAS MSX2 MTHFS MTX2 MYH3 MYL11 MYSM1 NALCN NCF1 NDN NEK1 NEPRO NFIX NHS NIPBL NOG NONO NOTCH1 NOTCH2 NPR2 NPR3 NRAS NSD1 NSD2 NSUN2 NXN OBSL1 OFD1 OTUD6B P3H1 PACS1 PALB2 PCDHGC4 PCNT PCYT1A PDE3A PDE4D PDE6D PDGFRB PEX5 PEX7 PHYH PIEZO2 PIGS PIGT PIK3CD PITX1 PLXND1 POC1A POGZ POLR3A POR PORCN PQBP1 PRG4 PRKAR1A PRKD1 PRKG2 PRMT7 PSMD12 PTCH1 PTDSS1 PTEN PTH1R PTHLH PTPN11 PTPN2 PTPN22 PUF60 PYCR2 RAB23 RAB33B RAB3GAP2 RAD21 RAD51 RAD51C RAF1 RASA2 RBM10 RBM8A RBPJ RECQL4 RETREG1 REV3L RFC2 RFWD3 RIGI RIPK4 RIT1 RLIM RMRP RNF13 RNU4ATAC ROBO1 ROR2 RPL26 RPS19 RPS6KA3 RRAS RRAS2 RSPO2 RSPRY1 RTL1 RUNX2 SALL1 SALL4 SAMD9 SATB2 SCARF2 SCN9A SETBP1 SETD5 SF3B4 SH3PXD2B SHH SHOX SIAH1 SIL1 SKI SLC25A24 SLC26A2 SLC39A13 SLX4 SMAD6 SMARCA2 SMC1A SMC3 SMO SMOC1 SNIP1 SNRPB SNRPN SOS1 SOS2 SOX9 SPARC SPRED2 SRCAP SRY STAT4 STX16 STX1A SUCLG1 SUMF1 SUZ12 SVBP TAPT1 TBL2 TBX15 TBX22 TBX3 TBX5 TCF12 TCTN3 TFE3 TGDS TGFB1 TMEM216 TMEM270 TMEM67 TNFRSF11A TNFRSF11B TNNI2 TNNT3 TONSL TOPORS TP63 TPM2 TRIO TRIP11 TRPM3 TRPS1 TRPV4 TTC26 TWIST1 TWIST2 UBE2T USP9X VAC14 VPS13B VPS35L VPS37D WDR19 WLS WNK1 WNT5A WNT7A XRCC2 XYLT1 ZIC1 ZIC3 ZMPSTE24 ZNF141 ZNF668 HP_ABNORMAL_UPPER_LIMB_METAPHYSIS_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_UPPER_LIMB_METAPHYSIS_MORPHOLOGY ANAPC1 COL10A1 COL2A1 COMP EZH2 GNAS MAGEL2 MMP13 MMP9 NDN PHEX RECQL4 RPL13 SNRPN STX16 TRAPPC2 TRPV4 HP_ABNORMAL_UPPER_LIP_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_UPPER_LIP_MORPHOLOGY AARS1 AASS ABCC8 ABCC9 ABL1 ACER3 ACTA1 ACTB ACTG1 ADAMTS3 ADAMTSL1 ADAMTSL2 ADARB1 ADGRG6 ADNP ADSL AFF2 AFF3 AFF4 AGL AGO1 AGO2 AGR2 ALDH6A1 ALG11 ALG12 ALG13 ALG8 ALG9 ALX3 ALX4 AMER1 AMMECR1 AMPD2 ANKLE2 ANKRD11 ANKRD17 ANO1 ANTXR1 AP1G1 AP1S2 AP2M1 AP3B1 AP3D1 AP4B1 AP4E1 AP4M1 AP4S1 APC ARHGAP31 ARHGEF2 ARID1A ARID1B ARID2 ARNT2 ARSK ARVCF ARX ASH1L ASPM ASXL1 ASXL2 ASXL3 ATG7 ATIC ATN1 ATP1A2 ATP1A3 ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 ATP7A ATP9A ATRX AUTS2 AVP B3GALT6 B3GAT3 B3GLCT B4GALT1 BAP1 BAZ1B BCAS3 BCL11A BCL11B BCL7B BCOR BCR BMP1 BMP2 BPTF BRAF BRAT1 BRCA1 BRCC3 BRD4 BRF1 BRPF1 BUB1 BUB1B BUD23 C12orf57 CACNA1A CACNA1C CACNA2D1 CAMK2G CAMSAP1 CAMTA1 CANT1 CASK CASZ1 CBL CC2D2A CCBE1 CCDC22 CCDC8 CCNK CCNQ CD96 CDC42 CDC42BPB CDC6 CDH1 CDH11 CDH2 CDK10 CDK13 CDK19 CDK5RAP2 CDK6 CDKL5 CDON CENPE CENPJ CEP120 CEP135 CEP152 CEP63 CERT1 CHAMP1 CHD2 CHD5 CHD7 CHD8 CHMP1A CHRNG CHST14 CHST3 CHSY1 CHUK CILK1 CIT CKAP2L CLCF1 CLCN3 CLCN6 CLIC2 CLIP2 CLP1 CLTC CNOT1 CNOT2 CNOT3 COG1 COG7 COL11A1 COL11A2 COL2A1 COL3A1 COLEC10 COLEC11 COMT COPB2 COX7B CPLANE1 CPLX1 CREBBP CRKL CRLF1 CRTAP CSF1R CSGALNACT1 CSNK2A1 CSNK2B CTBP1 CTCF CTNNB1 CTNND1 CUL4B CUL7 CUX1 CYFIP2 CYP26C1 DCHS1 DCPS DDB1 DDR2 DDX3X DDX59 DDX6 DEAF1 DENND5A DHCR7 DHODH DHPS DHX30 DHX37 DIS3L2 DISP1 DLK1 DLL1 DLL3 DLX4 DMPK DNAJC30 DNMT3A DOCK7 DPF2 DPM1 DPM2 DPYD DPYSL5 DSE DVL1 DVL3 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYRK1A EBF3 EBP EDA EDA2R EDAR EDARADD EDEM3 EED EEF1A2 EFNB1 EFTUD2 EHMT1 EIF2S3 EIF4H EIF5A ELN EMC1 EP300 EPB41L1 EPG5 ERCC1 ERCC6 ERLIN2 ERMARD ESCO2 EVC EVC2 EXOC2 EXOC7 EXOSC1 EXOSC2 EXT1 EXT2 EXTL3 EZH2 FAM20C FAR1 FAT4 FBN1 FBXO11 FBXO28 FGD1 FGF20 FGF3 FGF8 FGFR1 FGFR2 FGFRL1 FIG4 FKBP6 FKRP FKTN FLCN FLI1 FLII FLNA FLNB FOXA2 FOXC2 FOXG1 FOXH1 FOXL2 FOXP2 FRA10AC1 FRAS1 FREM1 FREM2 FZD2 GABRD GAD1 GALNT2 GAS1 GATAD2B GBA1 GDF11 GFRA1 GJA1 GJA5 GJA8 GLB1 GLI2 GLI3 GLIS3 GMPPA GNAI1 GNB1 GNB2 GNE GNPTAB GOLGA2 GP1BB GPC3 GPC4 GPC6 GREB1L GRHL3 GRIA3 GRIA4 GRIP1 GTF2I GTF2IRD1 GTF2IRD2 H3-3A H3-3B H4C11 H4C3 H4C5 H4C9 HDAC6 HDAC8 HECTD4 HERC2 HES7 HESX1 HIC1 HIRA HIVEP2 HK1 HNRNPH2 HNRNPK HNRNPU HOXB1 HOXD13 HPDL HRAS HS2ST1 HSD17B4 HSPG2 HUWE1 HYLS1 IARS2 IDH1 IER3IP1 IFIH1 IFT140 IFT43 IFT57 IFT80 IFT81 IGF1R IL1RAPL1 IL6ST INPPL1 INTS1 INTU IQSEC2 IREB2 IRF6 IRX5 ITCH ITGA8 JARID2 JMJD1C JUP KANSL1 KARS1 KAT5 KAT6A KAT6B KATNB1 KCNAB2 KCNH1 KCNJ11 KCNJ2 KCNJ5 KCNJ6 KCNJ8 KCNK4 KCNK9 KCNMA1 KDF1 KDM1A KDM3B KDM4B KDM5B KDM5C KIAA0753 KIDINS220 KIF11 KIF14 KIF15 KIF1A KIF26A KIF7 KIFBP KIT KLHL41 KMT2A KMT2D KNL1 KRAS LARGE1 LARP7 LAS1L LEMD2 LETM1 LFNG LHX4 LIMK1 LMBRD1 LMNB1 LMX1B LRP4 LRRC32 LTBP1 LTBP3 LTBP4 LUZP1 MAB21L1 MAB21L2 MADD MAF MAGEL2 MAN1B1 MAP1B MAP2K1 MAP2K2 MAP3K7 MAPK1 MAPK8IP3 MAPRE2 MARS2 MASP1 MBD5 MCM7 MCPH1 MCTP2 MECP2 MED12 MED12L MED13 MED25 MED27 MEF2C MEG3 MEGF8 MEIS2 MEOX1 MESD MESP2 METTL23 METTL27 METTL5 MFSD2A MGAT2 MGP MICU1 MID1 MID2 MINPP1 MKRN3 MKS1 MLXIPL MMACHC MMP23B MOCS1 MOCS2 MPC1 MRPS28 MSL3 MSX1 MSX2 MTOR MTX2 MUSK MYH3 MYH8 MYL2 MYMK MYMX MYO18B MYOD1 NAA10 NAA20 NALCN NARS2 NBAS NBN NCAPD3 NCAPG2 NCF1 NDN NEB NECTIN1 NEK1 NEK9 NELFA NEXMIF NF1 NFIA NFIB NFIX NIPBL NKAP NLRP1 NODAL NOG NONO NOTCH2 NOTCH3 NOVA2 NPAP1 NRAS NRCAM NSD1 NSD2 NSDHL NSRP1 NSUN2 NUAK2 NUP107 NUP37 NXN OBSL1 OCA2 OCLN OCRL ODC1 OFD1 OGT OPHN1 ORC4 OSTM1 OTUD6B OTX2 PACS1 PACS2 PAFAH1B1 PAH PAK3 PAM16 PARS2 PAX3 PBX1 PCDHGC4 PCGF2 PCLO PDCD6IP PDE4D PDGFRB PDHA1 PDPN PEX26 PGAP2 PGAP3 PGM2L1 PHC1 PHF21A PHF8 PHGDH PHIP PIEZO2 PIGB PIGG PIGK PIGL PIGN PIGO PIGQ PIGS PIGT PIGU PIGV PIGW PIGY PIK3CA PITX2 PKDCC PLAA PLCH1 PLPBP PMM2 POC1A POGZ POLR1B POLR1C POLR1D POLR3A POLR3GL POMT1 POMT2 POR PORCN POU1F1 POU4F1 PPM1D PPP1CB PPP1R12A PPP1R15B PPP1R21 PPP2CA PPP2R1A PPP2R3C PPP2R5D PPP3CA PQBP1 PRDM16 PRDX1 PREPL PRIM1 PRKACA PRKACB PRKAR1B PRKCZ PRKDC PRMT7 PROKR2 PROP1 PSMC3 PSMD12 PTCH1 PTEN PTH1R PTPRF PTRH2 PUF60 PURA PUS1 PUS7 PWAR1 PWRN1 PYCR1 PYCR2 QRICH1 RAB11B RAB18 RAB3GAP1 RAB3GAP2 RAB5IF RAC3 RAD21 RAI1 RALA RAPSN RECQL RECQL4 RERE RET RFC2 RFX7 RHOBTB2 RIC1 RIN2 RIPK4 RIPPLY2 RNF135 RNF2 RNU4ATAC ROBO1 ROR2 RPGRIP1L RPL10 RPL5 RPS19 RPS7 RREB1 RSPO2 RSPRY1 RTL1 RTTN RUNX2 RYR1 SARS1 SASS6 SATB1 SATB2 SC5D SCN1A SCN4A SEC23A SEC24C SEMA3E SETBP1 SETD1A SETD5 SF3B2 SF3B4 SH3PXD2B SHANK3 SHH SHMT2 SHOC2 SIM1 SIN3A SIX3 SKI SKIC3 SLC1A3 SLC25A24 SLC25A46 SLC26A2 SLC29A3 SLC2A1 SLC2A10 SLC35A1 SLC35A2 SLC35C1 SLC45A1 SLC6A1 SLC6A17 SLC9A7 SLF2 SMAD4 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMG8 SMO SMOC1 SMPD4 SMS SNAI2 SNIP1 SNORD115-1 SNORD116-1 SNRPB SNRPN SNX14 SON SOX11 SOX4 SOX9 SPATA5L1 SPECC1L SPEN SPOP SPRED2 SPTBN1 SRCAP SSR4 STAG2 STEEP1 STIL STIM1 STRADA STT3A STX1A STXBP1 SUFU SUMF1 SUMO1 SUPT16H SUZ12 SYNE1 SYNGAP1 SYT1 TAB2 TAF1 TAF13 TAF6 TAF8 TALDO1 TAOK1 TAPT1 TASP1 TBC1D20 TBC1D24 TBCE TBCK TBL1XR1 TBL2 TBR1 TBX1 TCF20 TCF3 TCF4 TCOF1 TCTN2 TCTN3 TDGF1 TENM3 TET3 TFAP2A TFAP2B TGDS TGFB3 TGIF1 THOC6 THSD1 THUMPD1 TLK2 TMCO1 TMEM147 TMEM237 TMEM270 TMEM53 TMEM70 TMEM94 TMLHE TNNI2 TNPO2 TNRC6B TOE1 TOR1A TP63 TPM3 TPR TRAPPC10 TRAPPC14 TRAPPC4 TRAPPC9 TRIM8 TRIO TRIP11 TRIP12 TRMT10A TRPM3 TRPS1 TRRAP TSPAN7 TTC5 TUBB TUBGCP2 TWIST1 TWIST2 TXNL4A UBE2A UBE3B UBE4B UBR1 UBR7 UFC1 UFD1 UGDH UGP2 UNC80 UPF3B USB1 USP9X VAC14 VAX1 VPS13B VPS35L VPS37D VPS51 WAC WARS1 WARS2 WASHC4 WDR19 WDR26 WDR35 WDR37 WDR4 WDR62 WLS WNT3 WNT4 WNT5A WNT9B WWOX XYLT1 XYLT2 YAP1 YARS2 YWHAE YY1 ZBTB18 ZC4H2 ZDHHC9 ZEB2 ZIC2 ZMIZ1 ZNF148 ZNF292 ZNF407 ZNF462 ZNF526 ZNF699 ZNHIT3 ZPR1 ZSWIM6 HP_ABNORMAL_UPPER_MOTOR_NEURON_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_UPPER_MOTOR_NEURON_MORPHOLOGY ALDH18A1 ALS2 CHCHD10 ERLIN2 FUS GBE1 MATR3 PNPLA6 SPG7 SQSTM1 TARDBP TBK1 TYROBP VCP HP_ABNORMAL_URETER_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_URETER_MORPHOLOGY ACTB ACTG1 ACTG2 ALG9 APC2 APRT AQP2 ARID1B ARX AVPR2 AXIN1 B3GLCT B9D1 B9D2 BBS12 BCOR BRCA1 BRCA2 BRIP1 CASK CC2D2A CCNQ CDKL5 CEP290 CEP55 CHRM3 COL18A1 CPT2 CSPP1 DDB1 DMXL2 DYNC2LI1 EDNRA EPG5 ERCC4 ERCC6 ERCC8 EVC EVC2 FAM20C FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FIBP FLNA FOXF1 FREM2 FUZ GATA6 GLI1 GLI3 GNAO1 GPC3 GPC4 GRIN1 GRIP1 GRM7 HNF1B HPSE2 HS2ST1 IFT140 ITGA6 ITGB4 KCNA1 KCTD1 KIF14 LAMA3 LAMB3 LAMC2 LHX1 LMNA LMOD1 LONP1 MAD2L2 MAPRE2 MBTPS2 MED12 MKKS MKS1 MYH11 MYLK NAA10 NADSYN1 NCAPG2 NDUFAF3 NEUROD2 NODAL NPHP3 NSD1 PAK2 PALB2 PBX1 PEX6 PIEZO2 PIGN PIGP PIGQ PIGT PLD1 PLEC PNKP PORCN PRKACA PRKACB PRPS1 PSMD12 RAB23 RAD51 RAD51C RBM8A RFWD3 RIPK4 RNU4ATAC RPGRIP1 RPGRIP1L SCN1B SCN2A SETBP1 SETD2 SIK1 SLC22A12 SLC25A22 SLC32A1 SLC6A17 SLX4 SMC3 SOS1 SOS2 SOX17 SPINT2 TBX18 TCTN1 TCTN2 TCTN3 TMEM107 TMEM216 TMEM231 TMEM237 TMEM67 TP63 TRIM8 TXNDC15 UBE2T VANGL1 WFS1 XRCC2 ZMPSTE24 HP_ABNORMAL_URETER_PHYSIOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_URETER_PHYSIOLOGY ACTG2 AFF4 ANKLE2 APC2 ARNT2 ARVCF ASPM ASXL1 ATP7A ATRX BAZ1B BCL7B BICC1 BNC2 BPTF BRD4 BRF1 BUD23 CCBE1 CCNQ CDC45 CDH11 CDK5RAP2 CDK6 CDKN1C CENPE CENPJ CEP135 CEP152 CEP63 CHD4 CHD7 CHRM3 CHRNA3 CIT CLIP2 COL18A1 COMT COPB2 CREBBP CTLA4 DACT1 DCDC2 DDX6 DHCR7 DNAJC30 DNMT3A DSTYK DVL3 EBF3 EFEMP2 EHMT1 EIF4H ELN EP300 EXT1 EYA1 FANCF FANCI FBLN5 FGF10 FGFR2 FGFR3 FKBP6 FLNA FUZ GATA3 GNB1 GP1BB GREB1L GRHPR GTF2I GTF2IRD1 GTF2IRD2 H4C9 HAAO HDAC8 HIRA HLA-DPA1 HLA-DPB1 HNF1B HNRNPK HNRNPU HOXA13 HPSE2 HSPA9 IGF2 ISL1 JAG1 JMJD1C KANSL1 KAT5 KCNQ1 KCNQ1OT1 KDM6A KIF14 KIFBP KMT2C KMT2D KNL1 LAMA3 LAMB3 LAMC2 LIMK1 LRIG2 LTBP1 MAP3K7 MAPKAPK5 MAPKBP1 MBTPS2 MCM7 MCPH1 MED12 METTL27 METTL5 MFSD2A MID1 MLXIPL MNX1 MYCN MYOD1 NCAPD3 NCAPG2 NCF1 NFIA NIPBL NKX2-1 NODAL NRIP1 NSD1 NUP37 OTUD5 PAK2 PAX2 PAX6 PBX1 PHC1 PIGA PIGL PIGN PIGO PIGQ PIGT PLXNA1 POLR3A POR PPP3CA PRMT7 PRTN3 PSMD12 PTPN22 PUF60 PYCR2 RAD21 RALGAPA1 RARB RBCK1 RBM8A RECQL4 RERE RFC2 ROBO2 RPL11 RREB1 SALL1 SALL4 SARS1 SASS6 SDHA SDHAF1 SDHB SDHD SEC24C SEMA3E SETBP1 SETD2 SF3B2 SH2B1 SHANK3 SIX1 SIX5 SLC26A1 SLC35A2 SMC1A SMC3 SOX17 SPOP STAMBP STIL STRA6 STX1A TAF13 TBL2 TBX1 TBX18 TMEM270 TNXB TP63 TRAPPC10 TRAPPC14 TRPS1 TRRAP UBE2A UFC1 UFD1 UNC45A VANGL1 VPS37D WARS1 WDR62 WNT7B YY1 ZEB2 ZMIZ1 ZMYM2 HP_ABNORMAL_URINARY_COLOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_URINARY_COLOR ABCC2 AKR1D1 ALAD ATP11C BLVRA CLTRN CPOX CPT2 DMD GATA1 HMBS IRAK1 LPIN1 MT-CO1 MT-CO3 OBSCN PYGM SAT1 SLC6A19 SPP1 STAT4 TSC1 TSC2 TTC26 UROD UROS HP_ABNORMAL_URINARY_ELECTROLYTE_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_URINARY_ELECTROLYTE_CONCENTRATION ABCC6 ADCY10 ALDOB ALG5 ALG9 ALPL AMMECR1 AP2S1 ATP1A1 ATP6V0A4 ATP7B AVPR2 BAZ1B BCL7B BICC1 BSND BTNL2 BUD23 CACNA1S CASR CDC73 CDKN1A CDKN1B CDKN1C CDKN2B CDKN2C CFTR CLCN5 CLCNKA CLCNKB CLDN10 CLDN16 CLDN19 CLIP2 COA8 CTNS CYP11A1 CYP11B1 CYP11B2 CYP21A2 CYP24A1 DCDC2 DMP1 DNAJB11 DNAJC30 EHHADH EIF4H ELN ENPP1 FAM20A FCGR2A FGF23 FKBP6 FXYD2 GABRA3 GANAB GATM GCM2 GNA11 GNAS GTF2I GTF2IRD1 GTF2IRD2 HLA-DRB1 HNF1B HNF4A HRAS HSD11B2 HSD3B2 IFT122 IFT140 INPPL1 INSR KCNJ1 KCNJ10 KCNJ16 KCNJ18 KCNJ5 KRAS LIMK1 MAGED2 MC2R MEN1 METTL27 MLXIPL MRAP MT-TN MT-TS1 MUC1 NCF1 NDUFAF6 NHERF1 NNT NR0B1 NRAS OCRL PHEX PIGT PIK3C2A PKD1 PKD2 PTH1R RFC2 SARS2 SCNN1A SERPINA6 SLC12A1 SLC12A3 SLC22A12 SLC2A2 SLC2A9 SLC34A1 SLC34A3 STAR STX1A SURF1 TBL2 TGFB1 TMEM270 TMEM67 TNFRSF11B TXNRD2 VPS37D HP_ABNORMAL_URINARY_NUCLEOBASE_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_URINARY_NUCLEOBASE_CONCENTRATION ATIC CHUK DPYD DPYS SLC28A1 HP_ABNORMAL_URINE_ALPHA_KETOGLUTARATE_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_URINE_ALPHA_KETOGLUTARATE_CONCENTRATION AASS ALDH4A1 ATP6V1B2 COX16 DLD GLUD1 NFU1 OGDH PIGB SDHB SLC13A3 SLC25A1 TBC1D24 TPK1 HP_ABNORMAL_URINE_CARBOHYDRATE_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_URINE_CARBOHYDRATE_LEVEL ACVR1B APC CASP10 DCXR ERBB2 FBP1 FGFR2 FOXP2 FUCA1 GAA GALE GALK1 GALT GK GLB1 IL1B IL1RN IRF1 KHK KLF6 KRAS KRT18 MAN2B1 MANBA MUTYH NEU1 OCRL PIK3CA RPIA SHPK SKIC3 SLC25A13 SMAD4 SNX14 STK11 TKT TP53 HP_ABNORMAL_URINE_CARBOXYLIC_ACID_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_URINE_CARBOXYLIC_ACID_LEVEL ABCD4 ACAD8 ACAD9 ACADM ACADS ACADSB ACADVL ACSF3 AGK ALAD ALDH5A1 ALDH6A1 ARG1 ASL ASS1 ATAD3A ATP5F1A ATP5F1D ATP5F1E ATP5MK ATPAF1 ATPAF2 AUH BCKDHA BCKDHB CA5A CAD CD320 CLPB COX16 CPOX CPT1A CPT2 D2HGDH DBT DHTKD1 DNAJC19 ETFA ETFB ETFDH ETHE1 FDX2 FH FOCAD FTCD GATA1 GCDH HADH HCFC1 HGD HLCS HMBS HMGCL HPD HSPD1 HTRA2 IDH1 IDH2 KIF1B L2HGDH LETM1 LMBRD1 MCCC1 MCEE MICOS13 MLYCD MMAA MMAB MMACHC MMADHC MMUT MT-ATP6 MT-ATP8 MT-TL1 MTR MTRR MVK NDUFB10 NDUFS4 NFU1 NGLY1 OPA3 OTC OXCT1 PAH PCCA PCCB PEX14 POLG PPOX PRDX1 RET SCO1 SDHA SERAC1 SFXN4 SLC13A3 SLC18A2 SLC22A5 SLC25A1 SLC25A15 SLC25A20 SLC52A1 SLC7A7 SUCLA2 SUCLG1 SUGCT TAFAZZIN TAT TCN2 TFAM TIMM50 TMEM70 TRMU UMPS UROC1 UROS HP_ABNORMAL_URINE_CYTOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_URINE_CYTOLOGY ACP5 ACSL4 ACVRL1 ADAMTS13 AGGF1 AGXT ALG5 ALG9 AMMECR1 APOA1 APRT B2M BANK1 BCOR BICC1 BLK BRCA2 C3 C4A C4B CD109 CD2AP CD46 CD81 CFB CFH CFHR5 CFI CLCN5 CLDN16 CLDN19 CLEC7A COL4A1 COL4A3 COL4A4 COL4A5 COL4A6 CR2 CTLA4 CTNS CUBN DIS3L2 DLST DNAJB11 DNASE1 DNASE1L3 DNMT3A DPH1 ENG EPAS1 ETS1 F10 F2 F5 F8 FAN1 FCGR2B FCGR3B FGA FH FIP1L1 FN1 GANAB GATA3 GBA1 GDF2 GLA GP1BA GP1BB GP9 GPC3 GRHPR H19 HBB HLA-B HLA-DPA1 HLA-DPB1 HLA-DRB1 HMOX1 HNF1B HOGA1 HPRT1 IFT140 IGHG1 IL10 IL17F IL17RA IL17RC INF2 IRAK1 IRF2BP2 IRF5 ITGA2 ITGA2B ITGA6 ITGAM ITGB3 ITGB4 JAZF1 KANK2 KCNE5 KIAA0319L KIF1B LARS2 LMAN1 LMNB2 LMX1B LPIN2 LYZ MAX MCFD2 MDH2 MECP2 MMACHC MYO1E NABP1 NF1 NOS1AP NOTCH2 NPHP3 NPM1 NUMA1 NUP133 NUP85 NUP93 OCRL P4HA2 PAX2 PBX1 PDCD1 PFKM PKD1 PKD2 PML POU6F2 PRDX1 PRKAR1A PRTN3 PTPN22 PXK RARA REST RET SAT1 SCARB2 SDHA SDHAF2 SDHB SDHC SDHD SERPINF2 SLC22A12 SLC25A11 SLC2A9 SLC34A2 SLC37A4 SLC5A1 SMAD4 SMARCAL1 SPP1 SPRY2 SPTBN1 SREBF1 STAT3 STAT4 STAT5B STIM1 TBL1XR1 THBD TLR7 TMEM127 TNFAIP3 TNFSF4 TNIP1 TRAF3IP2 TREX1 TRIM28 TRIP13 TSC1 TSC2 UBE2L3 UMPS VHL WT1 YAP1 ZBTB16 HP_ABNORMAL_URINE_HORMONE_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_URINE_HORMONE_LEVEL ARMC5 ATRX BRAF CDH23 CDKN1B CDKN2A CTNNB1 CYP11B1 CYP17A1 GNAS NR3C1 PRKAR1A TERT TP53 USP48 USP8 ZNRF3 HP_ABNORMAL_URINE_MAGNESIUM_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_URINE_MAGNESIUM_CONCENTRATION ATP1A1 CASR CLDN16 CLDN19 FXYD2 GNA11 IFT122 KCNJ10 SLC12A3 HP_ABNORMAL_URINE_METABOLITE_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_URINE_METABOLITE_LEVEL AASS ABCC8 ABCD4 ACAD8 ACAD9 ACADM ACADS ACADSB ACADVL ACAT1 ACP5 ACSF3 ACSL4 ACTN4 ACVR1B ADAMTS13 AGA AGK AGXT2 ALAD ALDH4A1 ALDH5A1 ALDH6A1 ALDOA ALDOB ALG5 ALG9 ALK ALPL AMMECR1 AMN AMT ANKFY1 ANLN ANO5 APC APOA1 APOE APOL1 APPL1 APRT ARG1 ARHGAP24 ARHGDIA ARSB ARSK ASL ASPA ASPH ASS1 ATAD3A ATIC ATP5F1A ATP5F1D ATP5F1E ATP5MK ATP6V1B2 ATP7B ATPAF1 ATPAF2 AUH B2M BANK1 BAZ1B BCKDHA BCKDHB BCL7B BCS1L BICC1 BLK BSND BUD23 C3 C4A C4B CA5A CACNA1S CAD CAMKMT CASK CASP10 CASR CBS CCND1 CD2AP CD320 CD46 CD59 CD81 CEL CFB CFH CFI CHUK CLCN5 CLCNKA CLCNKB CLDN16 CLIP2 CLPB CLTRN COA8 COL2A1 COL4A3 COL4A4 COL4A5 COL4A6 COQ2 COQ6 COQ8B CORIN COX14 COX16 CPOX CPS1 CPT1A CPT2 CR2 CRB2 CRPPA CTH CTLA4 CTNS CUBN CYC1 CYP27B1 CYP2R1 D2HGDH DAAM2 DBH DBT DCXR DDB2 DDOST DGKE DGUOK DHTKD1 DLD DLST DMD DMGDH DNAJB11 DNAJC19 DNAJC30 DNASE1 DNASE1L3 DNASE2 DNMT3A DPH1 DPYD DPYS EHHADH EIF4H ELN EMP2 EPAS1 ERBB2 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ETFA ETFB ETFDH ETHE1 ETS1 EXT2 FAH FAN1 FARS2 FBP1 FCGR2B FCGR3B FDX2 FGA FGFR2 FH FKBP6 FKRP FLT1 FMO3 FN1 FOCAD FOXC2 FOXP2 FTCD FUCA1 G6PC1 G6PD GAA GALE GALK1 GALNS GALT GANAB GAPVD1 GATA1 GATA3 GATA6 GATM GBA1 GCDH GCK GCLC GEMIN4 GGT1 GK GLA GLB1 GLDC GLUD1 GLYCTK GNE GNPTAB GNPTG GNS GON7 GPHN GSN GSS GTF2I GTF2IRD1 GTF2IRD2 GUCY2D GUSB GYS2 HACE1 HADH HADHA HADHB HAL HCFC1 HELLPAR HGD HGSNAT HIBCH HLA-DPA1 HLA-DPB1 HLA-DRB1 HLCS HMBS HMGCL HMOX1 HNF1A HNF1B HNF4A HPD HPRT1 HSD17B10 HSPD1 HTRA2 IBA57 IDH1 IDH2 IDS IDUA IER3IP1 IFT140 IFT172 IGHG1 IL10 IL1B IL1RN INF2 INS IRAK1 IRF1 IRF5 ISCU ITGA3 ITGA8 ITGAM IVD JAZF1 KANK2 KARS1 KCNE5 KCNJ1 KCNJ11 KHK KIAA0319L KIF1B KIF23 KIRREL1 KLF11 KLF6 KRAS KRT18 KYNU L2HGDH LAGE3 LAMB2 LCAT LDHA LETM1 LIMK1 LIN28B LIPT1 LMBRD1 LMNA LMNB2 LMO1 LMX1B LPIN1 LPIN2 LRP2 LRPPRC LYZ MAF MAFB MAGI2 MAN2B1 MANBA MARS1 MAX MCCC1 MCCC2 MCEE MDH2 MECP2 MED12 MEFV METTL27 MIA3 MICOS13 MLIP MLXIPL MLYCD MMAA MMAB MMACHC MMADHC MMUT MOCOS MOCS1 MOCS2 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TE MT-TF MT-TH MT-TK MT-TL1 MT-TN MT-TQ MT-TS1 MT-TS2 MT-TW MTHFR MTR MTRR MTX2 MUTYH MVK MYCN MYH9 MYO1E NADK2 NAGA NAGLU NCF1 NDUFAF6 NDUFB10 NDUFS4 NEU1 NEUROD1 NF1 NFS1 NFU1 NGLY1 NIPBL NOS1AP NOS3 NOTCH2 NPHP3 NPHS1 NPHS2 NPR2 NSMCE2 NT5C3A NUP107 NUP133 NUP160 NUP205 NUP37 NUP85 NUP93 OAT OBSCN OCRL OFD1 OGDH OPA3 OPLAH OSGEP OTC OXCT1 OXGR1 PAH PAX2 PAX4 PBX1 PCBD1 PCCA PCCB PCK1 PDCD1 PDSS2 PDX1 PEPD PET100 PEX1 PEX14 PEX5 PFKM PGAM2 PGK1 PHKA1 PHKA2 PHKB PHKG2 PHOX2B PHYKPL PIEZO1 PIGA PIGB PIGT PIK3C2A PIK3CA PKD1 PKD2 PLCE1 PLOD1 PLOD2 PMM2 PNP POLG PPM1B PPOX PRDX1 PREPL PRODH PRPS1 PRTN3 PSTPIP1 PTPN22 PTPRO PUS3 PXK PYGL PYGM REN RET RFC2 RMRP RNU7-1 RPIA RRM2B RYR1 SAA1 SARDH SARS2 SAT1 SCARB2 SCO1 SDHA SDHAF2 SDHB SDHC SDHD SERAC1 SFXN4 SGCB SGPL1 SGSH SH2B1 SHPK SKIC3 SLC12A1 SLC12A3 SLC13A3 SLC16A1 SLC16A12 SLC18A2 SLC19A2 SLC1A1 SLC22A12 SLC22A5 SLC25A1 SLC25A11 SLC25A13 SLC25A15 SLC25A20 SLC26A1 SLC28A1 SLC2A2 SLC2A9 SLC34A1 SLC35A1 SLC36A2 SLC37A4 SLC3A1 SLC52A1 SLC5A1 SLC5A2 SLC6A18 SLC6A19 SLC6A2 SLC6A20 SLC7A7 SLC7A9 SLCO1B1 SLCO1B3 SLCO2A1 SMAD4 SMARCAL1 SNAP29 SNX14 SPINK5 SPP1 SPRY2 STAT2 STAT3 STAT4 STK11 STOX1 STX1A SUCLA2 SUCLG1 SUGCT SUMF1 SUOX SURF1 TAFAZZIN TANGO2 TAT TBC1D24 TBC1D8B TBL2 TCN2 TDO2 TFAM THBD TIMM50 TK2 TKT TLR7 TMEM127 TMEM270 TMEM70 TNFAIP3 TNFRSF11A TNFRSF11B TNFSF4 TNIP1 TOP2A TP53 TP53RK TPK1 TPRKB TREX1 TRIM8 TRMT5 TRMU TRNT1 TRPC6 TRPV4 TRPV6 UBE2L3 UMPS UNC45A UQCRB UROC1 UROD UROS VHL VIPAS39 VPS33A VPS33B VPS37D VPS50 WDR19 WDR4 WDR73 WT1 XDH XPA XPC YRDC ZAP70 HP_ABNORMAL_URINE_OSMOLALITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_URINE_OSMOLALITY AQP2 ARNT2 AVPR2 CLCN5 KCNJ1 NPHP1 SLC12A1 HP_ABNORMAL_URINE_PH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_URINE_PH ABCD4 ACAD8 ACAD9 ACADM ACADS ACADSB ACADVL ACSF3 AGXT ALAD ALDH5A1 ALDH6A1 ATPAF2 BCS1L BTD CA5A CD320 COX16 CPOX CPT1A CPT2 D2HGDH DHTKD1 ETFA ETFB ETFDH ETHE1 FH FLAD1 FOCAD FTCD GATA1 GATM GCDH GRHPR HADH HCFC1 HGD HLCS HMBS HMGCL HOGA1 HPD HSPD1 IDH1 IDH2 KIF1B L2HGDH LDHD LETM1 LIPT1 LMBRD1 LYRM4 MCCC1 MCCC2 MCEE MLYCD MMAA MMAB MMACHC MMADHC MMUT MPC1 MRPS2 MT-ATP6 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TK MT-TL1 MT-TV MT-TW MTR MTRR MVK NADK2 NDUFA9 NDUFB10 NDUFS4 NFS1 NFU1 OXCT1 OXGR1 PAH PCCA PCCB PDP1 PET117 PEX1 PEX14 PGM2L1 POLG POLRMT PPOX PRDX1 RET SCO1 SDHD SFXN4 SLC13A3 SLC18A2 SLC22A5 SLC25A1 SLC25A19 SLC25A20 SLC25A21 SLC25A4 SLC26A1 SLC52A1 SLC52A2 SUCLA2 SUCLG1 SUGCT TAT TCN2 TFAM TMEM126B TRMU UROC1 UROS HP_ABNORMAL_URINE_PHOSPHATE_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_URINE_PHOSPHATE_CONCENTRATION ABCC6 ALDOB ATP7B CASR CDC73 CLCN5 COA8 CTNS DMP1 EHHADH ENPP1 FAM20A FGF23 GATM GCM2 GNAS HNF4A HRAS INPPL1 KRAS MEN1 MT-TN MT-TS1 NDUFAF6 NHERF1 NRAS OCRL PHEX PTH1R SLC2A2 SLC34A1 SLC34A3 SURF1 HP_ABNORMAL_URINE_POTASSIUM_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_URINE_POTASSIUM_CONCENTRATION ATP1A1 BSND CACNA1S CLCNKA CLCNKB CTNS CYP11A1 EHHADH GABRA3 GATM KCNJ1 KCNJ10 KCNJ18 NDUFAF6 SERPINA6 SLC12A1 SLC12A3 SLC34A1 HP_ABNORMAL_URINE_PROTEIN_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_URINE_PROTEIN_LEVEL ABCC8 ACP5 ACSL4 ACTN4 ADAMTS13 ALG5 ALG9 AMMECR1 AMN ANKFY1 ANLN APOA1 APOE APOL1 APRT ARHGAP24 ARHGDIA ATP7B B2M BANK1 BAZ1B BCL7B BICC1 BLK BUD23 C3 C4A C4B CD2AP CD46 CD81 CFB CFH CFI CLCN5 CLCNKB CLIP2 COA8 COL4A3 COL4A4 COL4A5 COL4A6 COQ2 COQ6 COQ8B CORIN CR2 CRB2 CTLA4 CTNS CUBN DAAM2 DDOST DGKE DLST DNAJB11 DNAJC30 DNASE1 DNASE1L3 DNASE2 DNMT3A DPH1 EHHADH EIF4H ELN EMP2 EPAS1 ERCC4 ERCC6 ERCC8 ETS1 EXT2 FAN1 FCGR2B FCGR3B FGA FH FKBP6 FLT1 FN1 FOXC2 G6PC1 GALT GANAB GAPVD1 GATA3 GATM GBA1 GCK GLA GON7 GSN GTF2I GTF2IRD1 GTF2IRD2 HELLPAR HLA-DPA1 HLA-DPB1 HLA-DRB1 HMOX1 HNF1B HNF4A IER3IP1 IFT140 IFT172 IGHG1 IL10 INF2 INS IRAK1 IRF5 ITGA3 ITGA8 ITGAM JAZF1 KANK2 KARS1 KCNE5 KCNJ11 KIAA0319L KIF1B KIRREL1 LAGE3 LAMB2 LCAT LIMK1 LMNB2 LMX1B LPIN2 LRP2 LYZ MAF MAFB MAGI2 MAX MDH2 MECP2 MED12 MEFV METTL27 MIA3 MLXIPL MMACHC MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TE MT-TF MT-TH MT-TK MT-TL1 MT-TN MT-TQ MT-TS1 MT-TS2 MT-TW MTX2 MYH9 MYO1E NCF1 NDUFAF6 NEU1 NF1 NIPBL NOS1AP NOS3 NOTCH2 NPHP3 NPHS1 NPHS2 NUP107 NUP133 NUP160 NUP205 NUP37 NUP85 NUP93 OCRL OFD1 OSGEP PAX2 PBX1 PDCD1 PDSS2 PDX1 PEX1 PIGA PKD1 PKD2 PLCE1 PMM2 PRDX1 PRODH PRTN3 PSTPIP1 PTPN22 PTPRO PUS3 PXK PYGL REN RET RFC2 RNU7-1 SAA1 SARS2 SAT1 SCARB2 SDHA SDHAF2 SDHB SDHC SDHD SGPL1 SH2B1 SLC12A3 SLC22A12 SLC25A11 SLC2A2 SLC2A9 SLC34A1 SLC35A1 SLC37A4 SLC7A7 SMARCAL1 SNAP29 SPP1 SPRY2 STAT2 STAT3 STAT4 STOX1 STX1A SURF1 TBC1D8B TBL2 THBD TLR7 TMEM127 TMEM270 TNFAIP3 TNFSF4 TNIP1 TP53RK TPRKB TREX1 TRIM8 TRPC6 UBE2L3 UNC45A VHL VIPAS39 VPS33A VPS33B VPS37D VPS50 WDR19 WDR4 WDR73 WT1 YRDC ZAP70 HP_ABNORMAL_URINE_SODIUM_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_URINE_SODIUM_CONCENTRATION AVPR2 BSND CLCNKA CLCNKB CYP11A1 CYP11B2 EHHADH GATM HSD11B2 KCNJ10 MC2R MRAP NDUFAF6 NNT SLC34A1 STAR TXNRD2 HP_ABNORMAL_UTERINE_CERVIX_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_UTERINE_CERVIX_MORPHOLOGY AR CDKN1B COL1A1 COL3A1 COL5A1 COL5A2 CXCR4 FGFR3 GATA2 MAD1L1 PLG SRY STK11 HP_ABNORMAL_UTERUS_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_UTERUS_MORPHOLOGY AKT1 ALG9 APC AURKA AXIN1 AXIN2 BAX BMPR1A BRAF BRCA1 BRCA2 BRIP1 BUB1 BUB1B CCND1 CCNQ CDC73 CDH1 CHEK2 COL1A1 COL3A1 COL4A5 COL4A6 COL5A1 COL5A2 COQ6 CTNNB1 DACT1 DCC DHCR7 DLC1 DYNC2H1 DYNC2I1 DYNC2I2 ELN EP300 EPCAM ERCC4 ESCO2 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FGF10 FGFR2 FGFR3 FH FLCN FLI1 FOXF1 FRAS1 FREM2 FZD2 GATA3 GNB2 GREM1 GRIP1 HNF1B HOXA13 HYLS1 IFT80 INTU IPO8 ITGA8 KLLN LARS2 LRP2 LZTR1 MAD2L2 MCC MID1 MLH1 MLH3 MNX1 MSH2 MSH3 MSH6 NAB2 NDP NF2 NRAS NTHL1 PALB2 PDGFRL PHGDH PIGN PIK3CA PLA2G2A PMS2 POLD1 POLE PPP1R12A PTEN PTPN12 PTPRJ RAD51 RAD51C RAD54B RARB RFWD3 RIPK4 RPS20 RPS6KA3 SALL1 SDHB SDHC SDHD SEC23B SEMA4A SETBP1 SF3B4 SLC6A17 SLX4 SMAD3 SMARCB1 SPECC1L SRC SRY STAT6 STK11 STRA6 TBX3 TGFBR1 TGFBR2 THOC6 TLR2 TNXB TP53 UBE2T USF3 WDR35 WNT4 WT1 XRCC2 HP_ABNORMAL_UVEA_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_UVEA_MORPHOLOGY AAAS ABCA4 ABCB6 ABCC6 ACTA2 ACTB ACTG1 ACVRL1 ADAMTS17 ADAMTS18 ADAMTSL1 ADAMTSL4 ADGRV1 ADNP AGXT AHI1 AIRE AKT1 ALDH1A3 ALG2 ALG3 ALX3 ANK1 ANKRD55 AP1S3 AP3B1 AP3D1 APOE ARL13B ARL3 ARL6IP6 ARMC9 ARSG ASPH ATOH7 ATP10A ATP6V1A B3GALNT2 B3GLCT B4GAT1 B9D1 B9D2 BAP1 BAZ1B BCL10 BCL7B BCOR BDNF BEST1 BIRC3 BLM BLOC1S3 BLOC1S5 BLOC1S6 BMP4 BRCA1 BRCA2 BRIP1 BTNL2 BTRC BUD23 C12orf57 C1QTNF5 CAPN5 CASK CASP10 CASZ1 CBY1 CC2D2A CCDC22 CCM2 CD247 CD27 CDH23 CDON CENPF CEP104 CEP120 CEP290 CEP41 CEP78 CFH CFHR1 CFHR3 CFI CHD7 CHM CHN1 CHRDL1 CIB2 CLCN2 CLCNKB CLDN19 CLEC3B CLIP2 CLRN1 CNGB3 COL18A1 COL25A1 COL3A1 COL4A1 COL8A2 COQ2 COX7B CPAMD8 CPLANE1 CPLX1 CRB1 CRPPA CRX CRYAA CRYBA4 CRYBB1 CRYBB2 CRYGC CRYGD CSPP1 CTBP1 CTNNB1 CYP1B1 CYP4V2 CYSLTR2 DACT1 DAG1 DCT DDX6 DHCR7 DHX16 DIS3L2 DISP1 DLL1 DLST DLX5 DLX6 DNAJC30 DNASE1L3 DPP6 DPYSL5 DTNBP1 DYRK1A EDC3 EDN3 EDNRB EFEMP1 EIF4H ELN ELOVL4 ELP1 ELP4 ENPP1 EPG5 EPHA2 EPS15L1 ERCC1 ERCC4 ERCC6 ERCC8 ERF ESPN EYS FAM111A FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAS FASLG FBLN1 FBLN5 FBN1 FBN2 FBXW4 FGF3 FGF8 FGFR1 FGFR2 FGFRL1 FH FKBP6 FKRP FKTN FLI1 FLNA FOXC1 FOXE3 FOXH1 FOXP1 FSCN2 FZD4 GABRD GAS1 GATA1 GDF3 GFAP GJA1 GJA8 GLI2 GMPPA GMPPB GNA11 GNAQ GPC3 GPR143 GPR35 GRHL2 GTF2I GTF2IRD1 GTF2IRD2 GUCA1A GUCY2D GZF1 H19 HADHA HARS1 HCCS HERC2 HEY2 HHAT HLA-A HLA-B HLA-DRB1 HMCN1 HMGB3 HMX1 HPS1 HPS4 HPS5 HPS6 HRAS HS2ST1 HSPG2 HYLS1 IDS IFNG IFT74 IGBP1 IGF1R IKBKG IL2RA IL2RB IL36RN IL6 IMPG1 IMPG2 INPP5E IRF4 ITPR1 JAG1 KANSL1 KATNIP KCNAB2 KCTD1 KIAA0586 KIAA0753 KIF11 KIF1B KIF21A KIFBP KIT KITLG KMT2D KRAS KRIT1 KRT25 KRT71 KRT74 LACC1 LAMB2 LARGE1 LCA5 LDHD LETM1 LIMK1 LIPH LMX1B LOX LOXL1 LPAR6 LRAT LRBA LRMDA LRP2 LRP5 LTBP2 LUZP1 LYST MAB21L2 MAD2L2 MAF MAFB MAGEL2 MALT1 MAPK1 MAPKAPK3 MAT2A MAX MBTPS2 MC1R MDH2 MED12L METTL27 MFAP5 MFRP MICOS13 MIF MIR184 MIR204 MITF MKRN3 MKS1 MLPH MLXIPL MMP14 MMP2 MMP23B MPDZ MPZ MSH6 MST1 MT-TE MT-TK MT-TL1 MT-TS2 MTSS2 MYH11 MYLK MYO5A MYO7A MYOC NAA10 NCF1 NDE1 NDN NDP NDUFB11 NELFA NF1 NF2 NLRP1 NLRP3 NOD2 NODAL NOTCH2 NOTCH3 NPAP1 NPHP1 NRAS NRL NSD2 OAT OCA2 OCRL OFD1 OTX2 OVOL2 PAH PALB2 PAX2 PAX3 PAX6 PCDH15 PCYT1A PDCD10 PDE4D PDE6D PDPN PDZD7 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PHOX2A PHOX2B PIBF1 PIGG PIGL PIK3CA PIK3R1 PITX2 PMP22 PNPLA6 POGZ POLR1B POLR1C POLR1D POMGNT1 POMGNT2 POMK POMT1 POMT2 PORCN POU3F4 POU6F2 PRDM16 PRKAR1A PRKCD PRKCZ PRKG1 PROM1 PRPH2 PRR12 PRSS56 PTCH1 PTCH2 PTEN PTPN2 PTPN22 PUF60 PWAR1 PWRN1 PXDN RAB27A RAD51 RAD51C RASGRP1 RAX RB1 RBP4 RERE REST RET RFC2 RFWD3 RHOA RLBP1 RLIM RNU7-1 ROBO1 ROM1 ROR1 RP2 RPE65 RPGRIP1 RPGRIP1L RSPO2 RXYLT1 SAG SALL1 SALL2 SALL4 SDHA SDHAF2 SDHB SDHC SDHD SEM1 SEMA3E SEMA4D SF3B1 SH3TC2 SHH SIM1 SIN3A SIX3 SIX6 SKI SLC24A5 SLC25A11 SLC25A15 SLC45A2 SLX4 SMAD2 SMAD3 SMAD4 SMCHD1 SMO SNAI2 SNORD115-1 SNORD116-1 SNRPN SOS1 SOX10 SOX2 SPATA7 SPEN SPRED1 SPTBN1 SRD5A3 STAT4 STIM1 STUB1 STX1A SUFU TBL2 TBR1 TBX2 TBX22 TCEAL1 TCF4 TCOF1 TCTN1 TCTN2 TCTN3 TDGF1 TEAD1 TENM3 TFAP2A TGFB2 TGFB3 TGFBR1 TGFBR2 TGIF1 THSD4 TIMP3 TINF2 TKT TMEM107 TMEM127 TMEM138 TMEM216 TMEM218 TMEM231 TMEM237 TMEM270 TMEM67 TMEM98 TNFAIP3 TNFRSF1A TOGARAM1 TONSL TP63 TRAPPC11 TRIM28 TRIM37 TRIM44 TRIP13 TRPM3 TSC1 TSC2 TSPAN12 TUBA1A TUBB2B TUBB3 TUBGCP4 TUBGCP6 TXNDC15 TYR TYRP1 UBE2T UBE3A UBE3B UBE4B USH1C USH1G USH2A VCAN VHL VPS13B VPS33A VPS35L VPS37D VSX1 VSX2 WAC WASHC5 WDR45 WDR73 WHRN WNT10B WNT3 WT1 XRCC2 XYLT1 XYLT2 YAP1 ZEB1 ZEB2 ZIC2 ZNF408 ZNF423 ZNF668 HP_ABNORMAL_UVULA_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_UVULA_MORPHOLOGY AEBP1 ALG3 ALG9 AMER1 AMMECR1 ASPH ATP6V1B2 B3GALNT2 B4GALT7 B4GAT1 B9D2 BCOR BGN BIN1 BMP4 BRCA1 BRCA2 BRIP1 CDC45 CDC6 CDH11 CDON CDT1 CHD4 COL11A1 COL11A2 COL2A1 COL4A1 CRPPA CUL3 DAG1 DDX3X DDX59 DHCR24 DHCR7 DISP1 DLG3 DLK1 DLL1 EDN1 EIF4A3 ERCC4 EYA1 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FBXO11 FGF10 FGF8 FGFR1 FGFR2 FGFR3 FKRP FKTN FLNA FOXH1 FTO GAS1 GJA5 GJA8 GLI2 GLI3 GMNN GNAI3 GRHL3 HAAO HNRNPK HYAL1 HYLS1 IFT140 IGBP1 IPO8 IRF6 KAT6B KCNH1 KCNK9 KCNMA1 KCNN3 KCTD1 KDM6B KIF14 KIF7 KMT2C KMT2D LARGE1 MAD2L2 MAP3K7 MEG3 METTL23 MYL11 NODAL NXN ORC1 ORC4 ORC6 PALB2 PGAP1 PGAP2 PGAP3 PGM1 PI4KA PIEZO2 PIGL PIGO PIGV PIGW PIGY PLCB4 PLCH1 POGZ POLA1 POMGNT1 POMGNT2 POMK POMT1 POMT2 PPP1CB PRR12 PTCH1 PTDSS1 RAD51 RAD51C RECQL4 RFWD3 RFX7 RNU4ATAC ROR2 RPL5 RPS23 RPS28 RTL1 RXYLT1 RYR1 SATB2 SEC23A SELENOI SERPING1 SETD5 SHH SHMT2 SIAH1 SIX1 SIX3 SKIC3 SLC2A10 SLC39A13 SLX4 SMAD3 SMAD4 SMARCD1 SMC1A SMCHD1 SMPD4 SMS SNRPN SON SPEG SPTBN1 STAC3 STAG2 STIL SUPT16H TBCE TBX1 TBX22 TCTN3 TDGF1 TGDS TGFB2 TGFB3 TGFBR1 TGFBR2 TGIF1 TMEM231 TP63 TTN TXNL4A UBB UBE2T USP9X WDR35 XRCC2 XYLT1 ZEB2 ZIC2 HP_ABNORMAL_U_WAVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_U_WAVE CAV3 CLCNKB KCNJ2 KCNJ5 SLC12A3 HP_ABNORMAL_VAGINA_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_VAGINA_MORPHOLOGY AR ARHGAP31 ARL6 B3GLCT BBS1 BBS12 BCOR BUB1 BUB1B BUB3 CAPN15 CCDC28B CCNQ CEP57 CHRM3 CLEC7A COL3A1 COL4A5 COL4A6 COL7A1 CYB5A CYP11A1 CYP11B1 CYP17A1 DACT1 DDB1 DHCR7 DHH DHX37 DMRT3 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 FGFR2 FH FRAS1 FREM1 FREM2 GATA3 GATA4 GLI3 GRIP1 HOXA13 HYLS1 IFT80 IL10RB IL17F IL17RA IL17RC INTU IRF6 ITGA8 JAK3 KIF14 KIF7 LONP1 MAMLD1 MAP3K1 MKKS MNX1 MTM1 NAB2 NR0B1 NR2F2 NR5A1 PAX3 PAX6 PI4KA POLR1B POLR1C POLR1D POR PPP1R12A PPP2R1A RECQL4 RELA RIPK4 RNU12 RSPO2 SALL1 SALL4 SLC35A2 SMAD3 SOX9 SPINT2 SRD5A2 SRY STAT6 TBX3 TCOF1 TCTN3 TP63 TRAF3IP2 TRIP13 UBR1 VAMP7 WDR35 WNT3 WNT4 WT1 WWOX ZEB2 ZFPM2 ZMYM2 HP_ABNORMAL_VASCULAR_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_VASCULAR_MORPHOLOGY AASS ABCA1 ABCC6 ABCC9 ABCD4 ABCG5 ABCG8 ABL1 ACAD9 ACP5 ACSL4 ACTA1 ACTA2 ACTB ACTC1 ACTG1 ACVR2B ACVRL1 ADA2 ADAMTS10 ADAMTS13 ADAMTS19 ADAMTS3 ADAMTSL1 ADAR ADAT3 ADH5 ADK AEBP1 AFF4 AGGF1 AGO2 AGPAT2 AGXT AIRE AKT1 ALB ALDH18A1 ALDH1A2 ALG12 ALG2 ALG3 ALG5 ALG8 ALG9 ALMS1 ALOX5AP ALPL ALX1 ALX3 ALX4 AMACR AMER1 AMMECR1 ANAPC7 ANGPT2 ANGPTL6 ANK1 ANKS6 ANTXR1 APC2 APOA1 APOA2 APOA5 APOB APOE APP ARF1 ARFGEF2 ARHGAP31 ARID1A ARID1B ARID2 ARL6IP6 ARPC1B ARSL ARVCF ARX ASAH1 ASCC1 ASS1 ASXL2 ATN1 ATP2B1 ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 ATP7A ATRX B2M B3GALT6 B3GAT3 B3GLCT BANF1 BAP1 BAZ1B BCL11B BCL7B BCOR BCR BEST1 BGN BICC1 BICD2 BICRA BMP2 BMPR1A BMPR2 BPTF BRAF BRCA1 BRCA2 BRCC3 BRF1 BRIP1 BSCL2 BUB1 BUB1B BUB3 BUD23 C12orf57 C1QB C1R C1S C2CD3 C4A CACNA1C CACNA1D CADM3 CALM3 CALR CARS1 CASP10 CASZ1 CAT CAV1 CAVIN1 CBL CBS CCBE1 CCDC103 CCDC22 CCDC39 CCDC40 CCDC47 CCDC65 CCDC8 CCM2 CCND1 CCNO CCNQ CCR1 CD109 CD19 CD244 CD46 CD55 CD81 CD96 CDC42 CDC42BPB CDH2 CDH23 CDK8 CDON CELA2A CELSR1 CEP120 CEP19 CEP57 CETP CFAP221 CFAP298 CFAP300 CFAP53 CFAP74 CFC1 CFH CFI CHD4 CHD7 CHMP2B CHRM3 CHRNG CHST3 CHUK CIITA CIROP CITED2 CLCN2 CLCN3 CLCN7 CLCNKB CLIP2 CLN6 CLN8 CNTN1 COA6 COG4 COG6 COL18A1 COL1A1 COL1A2 COL3A1 COL4A1 COL4A2 COL5A1 COL5A2 COLGALT1 COMT COQ4 COX7B CPLANE1 CPS1 CPT2 CR2 CRB2 CREBBP CRELD1 CRKL CRTAP CSF2RA CSF2RB CSGALNACT1 CST3 CTC1 CTCF CTLA4 CTSA CTSD CTU2 CUL7 CUX1 CWC27 CXCR2 CXCR4 CYP11B1 CYP11B2 CYP1B1 CYP26C1 CYP27A1 CYP7A1 DACT1 DARS1 DCDC2 DCX DDX11 DDX3X DDX59 DDX6 DGCR2 DGCR6 DGCR8 DHCR24 DHCR7 DHPS DIAPH1 DIS3L2 DISP1 DLK1 DLL1 DLL3 DLL4 DLST DMPK DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB11 DNAJB13 DNAJC30 DNAJC5 DNAL1 DNASE1L3 DNM2 DNMT3A DOCK6 DOCK8 DOHH DPAGT1 DPF2 DPH5 DPM1 DPM3 DPYSL5 DRC1 DTNA DVL3 DYNC2LI1 DYRK1A DYRK1B ECE1 EDN1 EED EFEMP1 EFEMP2 EGFR EHMT1 EIF2AK3 EIF2AK4 EIF4H ELN EMILIN1 ENG ENPP1 EOGT EP300 EPAS1 EPHB4 EPHX2 EPOR ERAP1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ERMARD ESCO2 ESR1 ESS2 EXT1 EXT2 EZH2 F10 F12 F13A1 F13B F2 F5 F7 F8 FADD FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FARSB FAS FASLG FAT4 FBLN5 FBN1 FBN2 FCGR2C FGA FGB FGF10 FGF8 FGFR1 FGFR2 FGFR3 FGG FH FHOD3 FIBP FIG4 FKBP14 FKBP6 FKTN FLI1 FLNA FLNB FLNC FLT4 FMR1 FN1 FOCAD FOS FOXC1 FOXC2 FOXE1 FOXE3 FOXF1 FOXH1 FOXJ1 FOXP2 FRA10AC1 FTO FUCA1 FUT8 FZD4 G6PC3 GAA GABRD GALC GALNT3 GANAB GAS1 GAS2L2 GAS8 GATA1 GATA2 GATA4 GATA5 GATA6 GBA1 GCDH GDF1 GDF2 GEMIN4 GGCX GHR GJA1 GJA5 GJA8 GJC2 GLA GLB1 GLI2 GLI3 GLMN GLYCTK GM2A GMPPB GNA11 GNAI3 GNAQ GNB2 GNPAT GP1BA GP1BB GPC3 GPC4 GPC6 GPIHBP1 GPR35 GRN GTF2I GTF2IRD1 GTF2IRD2 GUCY1A1 GUSB GYS1 H3-3A H4C9 HABP2 HACD1 HADHB HBB HCCS HCK HDAC4 HEATR3 HELLPAR HES7 HEXA HEXB HEY2 HGD HIBCH HIRA HLA-B HLA-DPA1 HLA-DPB1 HLA-DRB1 HNRNPK HOXA1 HPGD HRAS HSD11B2 HSPG2 HTRA1 HTRA2 HYDIN HYMAI HYOU1 ICOS IDH1 IDS IFIH1 IFNG IFNGR1 IFT140 IFT27 IFT43 IGBP1 IGF2 IGFBP7 IKBKG IL10 IL12A IL12A-AS1 IL12B IL12RB1 IL23R IL6 IL6ST INTU IPO8 IRF2BP2 ITGA2 ITGA2B ITGB3 ITPR1 IVD JAG1 JAK2 JMJD1C KANSL1 KAT6A KAT6B KAT8 KCNAB2 KCNE5 KCNH1 KCNJ5 KCNJ8 KCNN3 KCNQ2 KCNT1 KDM3B KDM6A KDR KIF1B KIF20A KIF5A KLRC4 KMT2A KMT2B KMT2D KMT5B KNSTRN KRAS KRIT1 KYNU LARS2 LCAT LDLR LDLRAP1 LEMD2 LFNG LIFR LIG3 LIMK1 LIPA LIPC LMAN1 LMBRD1 LMNA LMOD2 LMX1B LOX LPL LRP5 LRP6 LRPPRC LRRC56 LSM11 LTBP1 LTBP4 LUZP1 LZTR1 MAD2L2 MAF MAP1B MAP2K1 MAP3K7 MAPK1 MAPKAPK5 MAPT MARS2 MASP1 MAT2A MAX MCCC1 MCCC2 MCFD2 MCIDAS MCTP2 MDH2 MECP2 MED11 MED12 MED13L MED25 MEF2A MEFV MEG3 MEGF8 MEIS2 MESP2 METTL27 MFAP5 MGAT2 MGP MID1 MINPP1 MKKS MKS1 MLX MLXIPL MMACHC MMP14 MMP2 MMP21 MMP23B MMUT MNX1 MPI MPL MRAS MRPS16 MS4A1 MST1 MSX2 MT-ATP6 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MT-TC MT-TF MT-TH MT-TK MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTHFR MVK MYBPC3 MYCN MYD88 MYH11 MYH3 MYH6 MYH7 MYLK MYOC MYOCD MYPN MYRF NAA10 NAA20 NADSYN1 NAE1 NAGA NAGS NCAPG2 NCF1 NDE1 NDP NDUFA8 NDUFB11 NEDD4L NEK1 NEK10 NEK8 NEK9 NEU1 NF1 NF2 NFIA NFIX NFKB1 NFKB2 NFKBIL1 NGLY1 NIPA1 NIPA2 NKAP NKX2-5 NKX2-6 NLRP3 NME5 NME8 NOD2 NODAL NONO NOS3 NOTCH1 NOTCH2 NOTCH3 NPC1 NPC2 NPHP3 NPPA NPR3 NR2F2 NR3C1 NRAS NSD1 NSMCE2 NT5E NXN OBSL1 OCLN ODAD1 ODAD2 ODAD3 ODAD4 ODC1 OFD1 OSGEP OTC OTUD5 OTULIN P4HA2 PACS1 PAFAH1B1 PAH PAK2 PALB2 PAM16 PBX1 PCCA PCCB PCGF2 PCNT PCSK9 PDCD10 PDE11A PDGFB PDGFRB PDPN PET100 PEX1 PEX12 PEX19 PGM1 PGM3 PHGDH PIEZO1 PIGA PIGL PIGN PIGO PIGT PIK3C2A PIK3CA PIK3CD PIK3CG PIK3R1 PIK3R2 PKD1 PKD1L1 PKD2 PKP2 PLAGL1 PLCB1 PLCB3 PLCB4 PLCH1 PLD1 PLIN1 PLOD1 PLOD3 PLXNA1 PLXND1 PMM2 PNP PNPLA2 POGZ POLA1 POLR1A POLR1B POLR1C POLR1D POLR3A POLR3F PORCN POU3F4 PPARG PPFIBP1 PPP1CB PPP1R15B PPP1R17 PPP2R1A PPT1 PQBP1 PRDM13 PRDM16 PRDM6 PRIM1 PRKACB PRKAR1A PRKCD PRKCH PRKCSH PRKCZ PRKG1 PRNP PROC PROS1 PRPF3 PRTN3 PSAP PSEN1 PSMD12 PTCH1 PTDSS1 PTEN PTH1R PTPN11 PTPN22 PUF60 PYCR1 QRICH1 RAB23 RAC1 RAD21 RAD51 RAD51C RAF1 RAI1 RASA1 RASA2 RASGRP1 RBM10 RBM8A RBP4 RBPJ RERE RET RFC2 RFT1 RFWD3 RIN2 RIPPLY2 RIT1 RNASEH2A RNASEH2B RNASEH2C RNF168 RNF213 RNU4ATAC RNU7-1 ROBO1 ROBO4 ROR2 RPGR RPL10 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RRAS RRAS2 RREB1 RSPH1 RSPH3 RSPH4A RSPH9 RSPO2 RSPRY1 RTL1 SALL1 SALL4 SAMD9 SAMHD1 SC5D SCN10A SCN11A SCN1A SCN2A SCN5A SCN9A SDHA SDHAF2 SDHB SDHC SDHD SEC24C SEC61A1 SEC63 SELENOI SEMA3E SEMA4D SERPIND1 SERPINE1 SERPINF2 SETD2 SF3B2 SF3B4 SFTPB SH2B3 SH2D1A SH3PXD2B SHANK3 SHH SIAH1 SIK3 SIN3A SIX3 SIX6 SKI SKIC2 SKIC3 SLC12A3 SLC12A5 SLC19A2 SLC20A2 SLC22A4 SLC25A11 SLC25A22 SLC25A24 SLC29A3 SLC2A10 SLC34A2 SLC35A2 SLC37A4 SLC39A13 SLX4 SMAD2 SMAD3 SMAD4 SMAD6 SMARCA2 SMARCA4 SMARCAL1 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMC5 SMG8 SMG9 SMO SMOC1 SMPD1 SNAP29 SNORD118 SNRPB SNRPN SNX10 SNX14 SON SOS1 SOS2 SOX10 SOX11 SOX18 SOX2 SOX4 SPAG1 SPARC SPECC1L SPEF2 SPEN SPRED2 SPTBN1 SRCAP SRY SSR4 STAG2 STAT1 STAT2 STAT3 STAT4 STIL STIM1 STK36 STRA6 STT3A STX1A STXBP1 SUCLG1 SUFU SUPT16H SYK TAB2 TALDO1 TANGO2 TAOK1 TBC1D24 TBL2 TBX1 TBX2 TBX20 TBX4 TBX5 TCF4 TCIRG1 TCOF1 TDGF1 TEK TELO2 TERT TET2 TFAP2B TGDS TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 TGIF1 THOC6 THPO THSD1 THSD4 TKT TLL1 TLR4 TMCO1 TMEM106B TMEM127 TMEM231 TMEM237 TMEM260 TMEM270 TMEM67 TMEM94 TMTC3 TNFRSF13B TNFRSF13C TNFRSF1A TNFSF11 TNFSF12 TNNI3 TNNT2 TNXB TOM1 TONSL TP53 TP63 TPM2 TPM3 TPP2 TRAF7 TRAIP TREM2 TREX1 TRIO TRIP11 TRIP13 TRIP4 TRPV6 TRRAP TSC1 TSC2 TSFM TSR2 TTC12 TTC26 TTR TUBG1 TULP1 TWIST1 UBA1 UBAC2 UBE2A UBE2T UBE3B UBE4B UBR1 UBR7 UFC1 UFD1 UMPS UNC45B UQCRFS1 USP18 USP48 USP8 USP9X VAC14 VCP VEGFC VHL VPS33A VPS35L VPS37D VWF WAC WAS WASHC5 WDPCP WDR19 WDR26 WDR35 WDR37 WFS1 WIPF1 WLS WNT4 WRN WT1 XIAP XRCC2 XYLT1 XYLT2 YME1L1 YY1 YY1AP1 ZAP70 ZBTB7A ZEB2 ZFPM2 ZIC2 ZIC3 ZMIZ1 ZMPSTE24 ZMYM2 ZMYND10 ZNF148 ZNF462 ZNF687 ZNF699 ZSWIM6 HP_ABNORMAL_VASCULAR_PHYSIOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_VASCULAR_PHYSIOLOGY ABCC6 ABCD4 ACP5 ACTA2 ACTB ACTC1 ACTG1 ACVRL1 ADA2 ADAMTS13 ADAR AFF4 AGGF1 AGK AGR2 AGXT AKT1 ALB ALDH1A2 ALMS1 ANGPTL6 APP ARHGAP31 ARSB ATP13A3 ATP5F1A ATRX BANF1 BANK1 BAZ1B BCL7B BLK BMP6 BMPR2 BRAF BRCC3 BTNL2 BUD23 C4A C4B CA2 CACNA1C CACNA1D CALR CAV1 CBS CCN2 CCR1 CCR6 CD55 CDH23 CHST3 CITED2 CLCN7 CLCNKB CLIP2 COG1 COL1A1 COL1A2 COL3A1 COL4A1 COL5A1 COL5A2 COLGALT1 COLQ COQ2 COX5A COX6B1 COX7B COX8A CR2 CTCF CTLA4 CTNNB1 DEF6 DLK1 DLL4 DNAJC30 DNASE1 DOCK6 EIF2AK4 EIF4H ELN ENG ENPP1 EOGT EPHB4 ERAP1 ETS1 F13A1 F2 F5 F8 FAS FBN1 FCGR2B FCGR3B FGFR1 FGFR3 FIG4 FKBP14 FKBP6 FLNA FLNC FOXE3 FOXF1 FOXP1 FSHR G6PC3 GATA4 GATA6 GBA1 GDF2 GLA GNAQ GNB2 GTF2I GTF2IRD1 GTF2IRD2 GUCY1A1 HABP2 HBB HEY2 HFE HLA-B HLA-DPA1 HLA-DPB1 HLA-DRB1 HRAS HSPG2 HTRA1 IDUA IFIH1 IFNGR1 IGHG1 IKBKG IL10 IL12A IL12A-AS1 IL12B IL23R IL6ST IPO8 IRAK1 IRF5 ITGAM JAK2 JAZF1 KCNJ5 KCNK3 KCNN4 KIAA0319L KIF20A KLRC4 KMT2D KRAS KRT18 LAMA2 LAMB2 LARS2 LBR LCK LIFR LIMK1 LIPT1 LMNA LOX LSM11 MAT2A MECP2 MED12 MED25 MEFV MEG3 METTL27 MFAP5 MGP MLX MLXIPL MMACHC MPL MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW MTHFR MUC5B MYBPC3 MYH11 MYH6 MYH7 MYLK MYMK MYPN NAA10 NAGA NAGS NCF1 NDUFA8 NDUFB10 NF1 NFIX NFU1 NKX2-1 NKX2-5 NOD2 NOTCH1 NOTCH3 NPPA NR3C1 NT5E ODAD1 P4HA2 PAM16 PDCD1 PDSS1 PGM1 PIEZO1 PIGA PIGN PIK3C2A PIK3CA PLOD1 PLOD3 PLP1 PPCS PRIM1 PRKG1 PROC PROS1 PRTN3 PTEN PTPN22 PXK RASA1 RBPJ RFC2 RHAG RNASEH2A RNASEH2B RNASEH2C RNF125 RNF213 RNU7-1 RPL3L RTL1 RYR1 SAMHD1 SARS2 SAT1 SCARB2 SCN5A SCNN1A SCNN1B SCNN1G SERPINC1 SFTPA2 SFTPB SFTPC SH2B3 SLC12A3 SLC25A24 SLC29A3 SLC2A10 SLC34A2 SLC37A4 SLC4A1 SMAD2 SMAD3 SMAD4 SMAD9 SMARCAL1 SNX10 SON SPP1 STAT1 STAT4 STING1 STX1A TBL2 TBX20 TBX4 TCIRG1 TERC TERT TET2 TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 THBD THPO THSD1 THSD4 TINF2 TLL1 TLR4 TLR7 TMEM270 TNFAIP3 TNFSF11 TNFSF4 TNIP1 TNNI3 TNNT2 TOM1 TP53 TREX1 TRRAP TTC26 UBAC2 UBE2A UBE2L3 USP48 USP8 VAC14 VCL VHL VPS33A VPS37D XPNPEP2 XYLT1 XYLT2 ZMPSTE24 ZNF699 HP_ABNORMAL_VENA_CAVA_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_VENA_CAVA_MORPHOLOGY ACVR2B ADH5 ATN1 BAP1 CCDC103 CCDC39 CCDC40 CCDC65 CCNO CFAP221 CFAP298 CFAP300 CFAP74 CFC1 CIROP CREBBP CWC27 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAL1 DRC1 EP300 ERCC8 FADD FANCB FOXF1 FOXJ1 GAS2L2 GAS8 GNB2 HYDIN KDM3B LRPPRC LRRC56 MCIDAS MED25 MID1 MMP21 NCAPG2 NEK10 NKX2-6 NME5 NME8 ODAD1 ODAD2 ODAD3 ODAD4 OFD1 PLXND1 PRKACB PRKCD RAI1 RBM10 RPGR RSPH1 RSPH3 RSPH4A RSPH9 SLC29A3 SMAD2 SMG8 SMOC1 SPAG1 SPEF2 SRCAP STK36 TMEM260 TTC12 UBE2A UQCRFS1 WT1 ZIC3 ZMYND10 ZNF699 HP_ABNORMAL_VENOUS_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_VENOUS_MORPHOLOGY ACVR2B ADH5 AEBP1 AGGF1 AGPAT2 AKT1 ALX4 ANGPT2 ANTXR1 ARVCF ATN1 ATP6V0A2 ATP6V1A ATP6V1E1 ATP7A BANF1 BAP1 BSCL2 C1R C1S CAV1 CAVIN1 CCDC103 CCDC39 CCDC40 CCDC65 CCM2 CCNO CFAP221 CFAP298 CFAP300 CFAP74 CFC1 CIROP CLCNKB COG4 COL3A1 COMT CREBBP CWC27 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAL1 DRC1 ENG EP300 EPHB4 ERCC8 FADD FANCB FIBP FLT4 FOS FOXC2 FOXF1 FOXJ1 G6PC3 GAS2L2 GAS8 GBA1 GJC2 GLMN GNAQ GNB2 GP1BB GPR35 HIRA HYDIN JMJD1C KDM3B KIF5A KRIT1 LEMD2 LMNA LRPPRC LRRC56 MCIDAS MED25 MID1 MMP21 MST1 MSX2 NCAPG2 NDP NEK10 NKX2-6 NME5 NME8 NOTCH3 ODAD1 ODAD2 ODAD3 ODAD4 OFD1 PDCD10 PDGFRB PIEZO1 PIK3CA PIK3R1 PLOD1 PLXND1 POLR3A PPARG PPP1R15B PRKACB PRKCD PROC PROS1 PTDSS1 PTEN PYCR1 RAI1 RASA1 RBM10 RPGR RREB1 RSPH1 RSPH3 RSPH4A RSPH9 SEC24C SEMA4D SLC12A3 SLC25A24 SLC29A3 SLC39A13 SMAD2 SMAD3 SMG8 SMOC1 SPAG1 SPEF2 SRCAP STK36 TBX1 TCF4 TEK TMEM260 TTC12 UBE2A UFD1 UQCRFS1 VEGFC VHL WT1 ZIC3 ZMPSTE24 ZMYND10 ZNF699 HP_ABNORMAL_VENTRICULAR_AXIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_VENTRICULAR_AXIS GAA MYH7 PLXND1 PRKAG2 TNNT2 HP_ABNORMAL_VENTRICULAR_SEPTUM_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_VENTRICULAR_SEPTUM_MORPHOLOGY AARS1 ABL1 ACADVL ACVR2B ADA2 ADAMTS10 AFF4 AKT3 ALDH1A2 ALG12 ALG8 ALG9 ALKBH8 ALPK3 AMER1 ANKRD11 APC2 ARCN1 ARHGAP31 ARID1A ARID1B ARID2 ARSL ARVCF ARX ASXL1 ATN1 ATP6V0A2 ATRX B3GALT6 B3GLCT BAP1 BAZ1B BCL7B BCOR BCR BMP2 BRAF BRD4 BRF1 BSCL2 BUD23 C2CD3 CACNA1C CACNA1D CALM3 CAMK2A CANT1 CARS1 CASK CCBE1 CCDC174 CCDC22 CCDC32 CCDC47 CCND2 CD96 CDC45 CDK13 CDK8 CDKL5 CEP290 CEP57 CHD3 CHD4 CHD7 CHMP1A CHRM3 CHST3 CIROP CITED2 CKAP2L CLIP2 COG6 COG7 COMT COQ4 COX7B CPLX1 CRB2 CREBBP CRKL CSGALNACT1 CSRP3 CTBP1 CTU2 CUX1 CWC27 DDX11 DDX59 DGCR2 DGCR6 DGCR8 DHCR7 DLK1 DLL4 DMXL2 DNAJC19 DNAJC30 DNMT3A DOHH DPF2 DPH1 DPH2 DPH5 DPYSL5 DSG1 DST DTNA DVL3 DYNC2I1 DYNC2LI1 DYRK1A ECE1 ECHS1 EFTUD2 EIF4H ELN EOGT EP300 ERBB3 ERCC2 ERCC3 ESCO2 ESS2 EVC EVC2 EXOC2 EXT2 FADD FANCB FANCC FANCI FBN1 FBN2 FGFR1 FGFR2 FGFRL1 FH FIBP FIG4 FKBP6 FLI1 FLNB FOCAD FOXC2 FOXF1 FRA10AC1 FTO GATA1 GATA4 GATA5 GATA6 GDF1 GDF3 GDF6 GET3 GJA1 GJA5 GJA8 GLA GLI1 GLI3 GNAO1 GNB2 GP1BB GPC3 GPC4 GPC6 GRIN1 GRM7 GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GYG1 HCCS HDAC8 HEATR3 HIRA HNRNPK HNRNPR HOXA13 HRAS HYLS1 HYMAI IDH1 IFT172 IFT27 IFT81 IGBP1 IGF1R INSR IPO8 JAG1 JAM3 JMJD1C KANSL1 KAT5 KAT6A KAT6B KAT8 KCNA1 KDM3B KDM6A KIFBP KLHL41 KMT2D KRAS LARS2 LBR LEMD2 LETM1 LIMK1 LONP1 LRP2 LRP5 LTBP2 LZTR1 MACF1 MAP2K1 MAP2K2 MAP3K7 MAPK1 MASP1 MED12 MED13L MED23 MED25 MEG3 MEIS2 MEOX1 METTL27 MGAT2 MGP MICU1 MID1 MIR17HG MKKS MLXIPL MMP14 MMP2 MPLKIP MT-CYB MTFMT MYBPC3 MYCN MYH3 MYH7 MYL2 MYOCD MYPN MYRF NAA10 NAA20 NAE1 NCF1 NDUFB11 NDUFB7 NDUFC2 NEDD4L NEK1 NEK9 NEUROD2 NF1 NFIX NIPA1 NIPA2 NIPBL NKAP NKX2-1 NKX2-5 NKX2-6 NODAL NONO NOTCH1 NOTCH2 NOTCH3 NR2F2 NSD1 NSD2 NUP107 NUP188 NXN ODAD1 ODAD3 OTUD5 OTUD6B PACS1 PACS2 PAH PALB2 PDHA1 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PGM1 PHGDH PI4KA PIEZO2 PIGL PIGP PIGQ PIK3CA PIK3R2 PKD1L1 PLAGL1 PLCH1 PLD1 PLXND1 PNKP POLA1 PORCN PPFIBP1 PPM1D PPP1CB PPP2CA PPP2R5D PQBP1 PRDM13 PRKACA PRKACB PSMC1 PSMD12 PTPN11 PUF60 RAB23 RAC1 RAD21 RAI1 RARB RBM8A RERE RFC2 RFX7 RIT1 RNF113A RNU4ATAC ROR2 RPL10 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL3L RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RRAS2 RREB1 RSPO2 RTL1 RYR1 SALL1 SALL4 SATB1 SATB2 SCN1B SCN2A SEC24C SEC31A SETD2 SETD5 SF3B2 SF3B4 SH3PXD2B SHANK3 SHOC2 SIK1 SIX6 SKIC2 SKIC3 SLC12A2 SLC19A2 SLC25A22 SLC29A3 SLC32A1 SLC37A4 SLF2 SMAD2 SMAD4 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMG8 SMG9 SMN1 SNRPB SON SOS1 SOS2 SOX11 SOX2 SOX4 SPECC1L SPEN SPTBN1 STAG1 STAG2 STAMBP STRA6 STX1A SVBP SYNE1 TAB2 TALDO1 TAOK1 TAPT1 TARS1 TASP1 TBC1D24 TBCK TBL2 TBX1 TBX3 TBX5 TCIRG1 TCTN3 TET3 TFAP2B TGDS TGFB3 THOC6 TIAM1 TKT TMEM237 TMEM260 TMEM270 TMEM53 TMEM94 TNFRSF11A TNNT2 TP63 TPR TRAIP TRIM8 TRIO TRRAP TSR2 TTC26 TTC7A TUBG1 TXNL4A UBE2A UBE3B UBR1 UBR7 UFD1 UMPS UQCRFS1 VAC14 VIPAS39 VPS13B VPS33B VPS35L VPS37D WAC WASHC5 WBP11 WDR26 WDR37 WNT4 WT1 XYLT1 XYLT2 YARS1 YY1AP1 ZBTB7A ZEB2 ZIC3 ZMYM2 ZNF462 ZNF699 HP_ABNORMAL_VERTEBRAL_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_VERTEBRAL_MORPHOLOGY ABCC6 ABCC9 ACAN ACP5 ACTB ACVR1 ADA AEBP1 AFF4 AGA AHI1 AIFM1 AIP AKT1 ALDH1A2 ALG12 ALPL ANKRD11 ANTXR1 APC APC2 ARL13B ARL3 ARMC9 ARSB ARSK ARSL ASH1L ASXL2 ATP6V1B2 ATP7A ATRX B3GALT6 B3GAT3 B3GLCT B9D1 B9D2 BAZ1B BCL11A BCL7B BGN BMP1 BMP15 BMPER BNC1 BRAF BRPF1 BUD23 CANT1 CAPN15 CBS CBY1 CCDC134 CCDC22 CCDC8 CCL2 CCN6 CCND1 CDC45 CDH11 CDH23 CDK10 CDON CEP104 CEP120 CEP41 CFAP410 CHD4 CHD7 CHN1 CHRM3 CHRNA1 CHRND CHRNG CHST14 CHST3 CLCN3 CLCN7 CLIP2 COG1 COG4 COL10A1 COL11A1 COL11A2 COL1A1 COL1A2 COL2A1 COL9A1 COL9A2 COL9A3 COLEC11 COMP CPLANE1 CPLX1 CREB3L1 CRTAP CSF1R CSGALNACT1 CSPP1 CTBP1 CTSA CUL7 CYP27A1 DACT1 DCC DDR2 DDRGK1 DEAF1 DHCR7 DHODH DHX37 DISP1 DKK1 DLK1 DLL1 DLL3 DMP1 DNAJC21 DNAJC30 DNAL4 DPP9 DPYSL5 DSE DVL1 DVL3 DYM DYNC2H1 DYNC2I1 DYNC2I2 EBP EFL1 EIF2AK3 EIF4H EIF5A ELN ENPP1 ESCO2 EXOC6B EXTL3 FANCB FANCC FANCI FBN1 FGD1 FGF8 FGFR1 FGFR2 FGFR3 FGFRL1 FIG4 FKBP10 FKBP6 FKRP FLI1 FLII FLNA FLNB FN1 FOXA2 FOXF1 FOXH1 FRAS1 FREM2 FSHR FUCA1 FUZ FZD2 GALNS GAS1 GBA1 GDF11 GDF3 GDF5 GDF6 GJA1 GLB1 GLE1 GLI2 GLI3 GNPAT GNPTAB GNS GORAB GPC3 GPC4 GPX4 GRIP1 GTF2I GTF2IRD1 GTF2IRD2 GUSB GZF1 H3-3B HAAO HDAC6 HES7 HESX1 HGD HGSNAT HHAT HIBCH HNF1B HNRNPK HNRNPR HOXD13 HRAS HSPA9 HSPG2 HTRA1 HYLS1 IARS2 IDH1 IDH2 IDS IDUA IFITM5 IFT43 IFT74 IFT80 IHH IKBKG IL1RN INPP5E INPPL1 IPO8 IQSEC2 ITCH JAG1 KANSL1 KATNIP KCNJ8 KDELR2 KDM1A KDM6A KIAA0586 KIAA0753 KIF22 KIF7 KMT2D KRAS KYNU LAMA5 LBR LEMD3 LETM1 LFNG LHX4 LIFR LIMK1 LONP1 LRP4 LRP5 LRRK1 LTBP1 LTBP3 LYSET MADD MAFB MAN2B1 MAP3K7 MATN3 MBD5 MBTPS2 MEG3 MEOX1 MESD MESP2 METTL27 MIA3 MID1 MKS1 MLXIPL MMP13 MMP14 MMP2 MNX1 MPL MRPS22 MRPS28 MSH4 MYH3 MYO18B NADSYN1 NAGLU NALCN NANS NCF1 NEK1 NEK9 NELFA NEPRO NEU1 NF1 NFATC2 NKX3-2 NMNAT1 NODAL NOG NOTCH2 NOTCH2NLC NOTCH3 NPR2 NR3C1 NR5A1 NRAS NSD1 NSD2 NSDHL NTN1 NUP107 NXN OBSL1 OCRL OFD1 ORC1 OTUD5 OTX2 P3H1 P4HB PAICS PAM16 PAPSS2 PAX3 PCYT1A PDE4D PDE6D PEX7 PHEX PHF6 PIBF1 PIEZO2 PIGG PLCB3 PLEKHM1 PLOD1 PLOD2 PLOD3 PMM2 POGZ POLR3A POLR3H POP1 POR POU1F1 PPIB PPP1R15B PRKAR1A PRKG2 PROP1 PSMC3IP PTCH1 PTCH2 PTDSS1 PTEN PTH1R PUF60 PYCR1 RAB33B RAD21 RAD51 RAI1 RBM8A RECQL4 RFC2 RINT1 RIPPLY2 RMRP RNU4ATAC ROR2 RPL13 RPS19 RPS6KA3 RSPO2 RSPRY1 RTL1 RUNX2 SALL1 SALL4 SBDS SC5D SCARB2 SEC23A SEC24D SEMA3E SERPINF1 SERPINH1 SETD2 SF3B2 SF3B4 SFRP4 SGMS2 SGSH SH2B1 SH3PXD2B SHH SIX3 SIX6 SKI SLC10A7 SLC25A24 SLC26A2 SLC29A3 SLC35B2 SLC35D1 SLC39A13 SMAD4 SMARCAL1 SMOC1 SMS SON SOST SOX2 SOX3 SOX5 SOX9 SPARC SPIDR SRP54 STAG2 STIL STX1A SUFU SUMF1 TAF1 TAPT1 TBC1D24 TBL2 TBX15 TBX2 TBX5 TBX6 TBXAS1 TBXT TCIRG1 TCTN1 TCTN2 TCTN3 TDGF1 TENT5A TGIF1 THPO TMCO1 TMEM218 TMEM237 TMEM270 TMEM53 TMEM67 TNFRSF11A TNNI2 TNNT3 TOGARAM1 TONSL TP53 TPM2 TRAPPC2 TRIP11 TRPV4 TWIST1 UBE3B UFSP2 UROS USP48 USP8 VANGL1 VANGL2 VDR VPS35L VPS37D WASHC5 WBP11 WDR35 WNT1 WNT3 WNT3A WNT4 WNT5A WNT7A XYLT1 XYLT2 ZBTB20 ZIC2 ZIC3 ZSWIM7 HP_ABNORMAL_VERTEBRAL_SEGMENTATION_AND_FUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_VERTEBRAL_SEGMENTATION_AND_FUSION BMPER CHN1 FGD1 FLNA FUZ GDF3 GDF6 MAFB MEOX1 SALL4 VANGL1 HP_ABNORMAL_VESTIBULAR_FUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_VESTIBULAR_FUNCTION ABCC9 ADA2 AIFM1 AIP ALMS1 ARSG ATP1A2 ATP2B2 ATXN3 BCOR BRAF C4A CACNA1A CACNA1G CACNB4 CALM1 CALM2 CALM3 CASQ2 CATSPER2 CCDC50 CCND1 CCR1 CD164 CDH23 CEACAM16 CEP78 CIB2 CLCNKB CLIC5 CLRN1 CLRN2 CNNM2 COCH COL3A1 CRYM CTNNB1 DBH DKK1 DLST DMXL2 DNMT3A ELMOD3 EPAS1 EPOR ERAP1 ESPN ESRP1 FAS FGF14 FH FIP1L1 FLI1 FOXI1 FXN GATA2 GATA4 GATA5 GATA6 GCDH GCGR GIPC3 GJA5 GJB2 GJB3 GJB6 GLA GRXCR1 GRXCR2 GYG1 HARS1 HLA-B HLA-DRB1 IFNGR1 IL10 IL12A IL12A-AS1 IL23R IRF2BP2 JAG1 JAK2 JUP KARS1 KCNA1 KCNA5 KCNE1 KCNE2 KCNJ10 KCNJ2 KCNJ3 KCNJ5 KCNQ1 KCNQ2 KIF1B KLRC4 LHFPL5 LOXHD1 LRP4 LRTOMT MAX MCM2 MDH2 MED12 MEFV MEN1 MPL MT-TS2 MVK MYD88 MYL2 MYL4 MYO6 MYO7A NABP1 NAGA NARS2 NF1 NF2 NKX2-5 NKX2-6 NOP56 NPM1 NPPA NUMA1 NUP155 OTOG OTOGL P4HA2 PCDH15 PDE1C PDGFB PDZD7 PITX2 PLS1 PML PNPT1 POLG PPIP5K2 PRKAR1A PRRT2 PTPN22 PTPRQ RARA RET RFC1 RIPOR2 RYR1 RYR2 SCD5 SCN1A SCN1B SCN2A SCN2B SCN3B SCN4B SCN5A SDHA SDHAF2 SDHB SDHC SDHD SH2B3 SLC12A3 SLC17A8 SLC1A3 SLC25A11 SLC26A4 SLC39A14 SLC9A1 SOX6 STAT3 STAT4 STAT5B STRC SUFU TBC1D24 TBL1XR1 TECRL TET2 THOC1 THPO TIMM8A TLR4 TMC1 TMEM127 TMEM132E TNC TNFRSF1A TPK1 TRDN TRPM4 TTN TWNK UBAC2 USH1C USH1G VHL VSX1 WHRN ZBTB16 HP_ABNORMAL_VESTIBULO_OCULAR_REFLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_VESTIBULO_OCULAR_REFLEX CACNA1A CLIC5 ESPN FGF14 FXN KARS1 RFC1 HP_ABNORMAL_VISUAL_ELECTROPHYSIOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_VISUAL_ELECTROPHYSIOLOGY AAAS ABCA4 ACOX1 ADAR ADGRV1 AGBL5 AGK AHI1 AHR AIPL1 ALG3 ARHGEF18 ARHGEF2 ARL2BP ARL3 ARL6 ARSA ARSG ATF6 ATP1A3 ATXN1 ATXN3 BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BEST1 CA4 CABP4 CACNA1F CACNA2D4 CAPN5 CC2D2A CDH23 CDHR1 CEP104 CEP19 CEP290 CEP78 CERKL CFAP418 CHM CIB2 CLCC1 CLCN7 CLN3 CLN5 CLN8 CLRN1 CNGA1 CNGA3 CNGB1 CNGB3 COL25A1 COX6B1 CRB1 CRX CWC27 CYP27A1 CYP4V2 DHDDS DHX38 DNM1L ELOVL4 EMC1 ERCC6 ERCC8 ESPN EYS FAM161A FLVCR1 FSCN2 FXN GALC GDF6 GJC2 GNAT1 GNAT2 GNB3 GNB5 GPR179 GRK1 GRM6 GUCA1A GUCA1B GUCY2D HADHA HARS1 HGSNAT HSD17B4 IDH3A IDH3B IDS IFT140 IFT172 IFT27 IFT74 IFT88 IMPDH1 IMPG1 IMPG2 IQCB1 KCNJ13 KIAA1549 KIF21A KIF3B KIZ KLHL7 LAMA2 LARGE1 LCA5 LRAT LRIT3 LRTOMT LZTFL1 MAK MCOLN1 MECR MERTK MFF MFN2 MFRP MKKS MKS1 MOGS MPDU1 MT-ATP6 MT-TS2 MYO7A NDRG1 NDUFS4 NEK2 NMNAT1 NOTCH3 NPHP1 NR2E3 NRL NUP54 NUP62 NYX OFD1 OPA1 OPN1LW OPN1MW OPN1SW OSTM1 PCARE PCDH15 PCYT1A PDE6A PDE6B PDE6C PDE6D PDE6G PDE6H PDZD7 PEX1 PEX12 PHOX2A PIEZO2 PLA2G6 PNPLA6 POGZ POLG POMGNT1 PPT1 PRCD PROM1 PRPF3 PRPF31 PRPF4 PRPF6 PRPF8 PRPH2 PRPS1 PSAP RAB18 RAB3GAP1 RAB3GAP2 RBP3 RD3 RDH11 RDH12 RDH5 REEP6 RGR RHO RLBP1 RNF216 ROM1 RP1 RP1L1 RP2 RP9 RPE65 RPGR RPGRIP1 RS1 SAG SCAPER SCLT1 SDCCAG8 SEMA4A SLC24A1 SLC25A22 SLC25A4 SLC7A14 SNRNP200 SNX10 SPATA7 SPG11 SSBP1 SUCLA2 TBC1D20 TCIRG1 TIMM8A TIMP3 TKFC TLCD3B TNFSF11 TOPORS TPP1 TRIM32 TRPM1 TTC8 TTLL5 TTPA TUB TUBA1A TUBB2B TUBB3 TUBB4B TULP1 TYR UCHL1 USH1C USH1G USH2A USP45 VSX1 WDPCP WHRN WWOX ZNF408 ZNF513 ZNF699 ZNHIT3 HP_ABNORMAL_VISUAL_FIELD_TEST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_VISUAL_FIELD_TEST AKT1 BAP1 BRAF CDH23 COL25A1 CTNNB1 KIF21A MT-ATP6 NF2 PDGFB PHOX2A PIK3CA SMARCB1 SMARCE1 SMO SUFU TERT TRAF7 TUBA1A TUBB2B TUBB3 HP_ABNORMAL_VISUAL_FIXATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_VISUAL_FIXATION AMPD2 ASAH1 ASPA ATF6 CCDC88A CLCN3 CLP1 CNGA3 CNGB3 DPM1 GBA1 GNAT2 ITPR1 OFD1 PDE6C PDE6H PET100 PIGB PTPN23 RANBP2 RNF13 RPGR SLC39A8 VPS13D VPS41 VPS4A HP_ABNORMAL_VITAMIN_B12_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_VITAMIN_B12_LEVEL ABCD1 ABCD4 AMN CASP10 CBLIF CUBN FAS FASLG GRM7 GUCY2C HLA-DQA1 HLA-DQB1 LMBRD1 MMAA MMAB MMACHC MMADHC MMUT MTHFD1 MTR MTRR PRDX1 PRKCD RASGRP1 RNF13 SLC19A1 TCN2 HP_ABNORMAL_VITREOUS_HUMOR_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_VITREOUS_HUMOR_MORPHOLOGY ARL3 ARSK ATOH7 BAP1 BCOR BEST1 CAPN5 COL11A1 COL11A2 COL18A1 COL2A1 COL9A1 COL9A2 COL9A3 COX7B CRB1 CRPPA CTNNB1 CYSLTR2 ERBB3 FZD4 GNA11 GNAQ HCCS HLA-A KCNJ13 LAMB2 LRP5 NDP NDUFB11 NF2 NR2E3 P3H2 PAK2 PAX6 PROC PRPF8 PRR12 RB1 RS1 SF3B1 SIX3 SMC5 TSPAN12 TTR VCAN ZNF408 ZSWIM6 HP_ABNORMAL_VOCAL_CORD_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_VOCAL_CORD_MORPHOLOGY GIPC1 LRP12 MATR3 NOTCH2NLC RILPL1 HP_ABNORMAL_ZYGOMATIC_BONE_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_ZYGOMATIC_BONE_MORPHOLOGY ACAN ACSL4 ADAMTSL4 AGL AIFM1 AMMECR1 APC ARID1B ARVCF ASPH ASXL3 ATP6V0A2 ATP6V1A ATP6V1E1 ATRX B3GALT6 BAZ1B BBS7 BCL7B BCR BGN BLM BMP2 BRAF BUB1B BUD23 CA2 CANT1 CCBE1 CDH11 CHD7 CLIP2 CNOT1 CNOT3 COG4 COL11A1 COL11A2 COL1A1 COL2A1 COL5A1 COL9A1 COL9A2 COL9A3 COMT CRKL CTDP1 CUL7 DCHS1 DDR2 DHODH DLG3 DNAJC30 DNMT3B DVL1 EBP EFTUD2 EHMT1 EIF4H ELN ERF ESCO2 FAM20C FAM50A FAT4 FBN1 FGFR1 FGFR2 FGFR3 FKBP6 FLNA FLNB FOXC1 FOXP1 FZD2 GATA1 GJA5 GJA8 GLI2 GORAB GP1BB GPC6 GRIA3 GSC GTF2I GTF2IRD1 GTF2IRD2 HBA1 HBA2 HBB HDAC4 HDAC8 HERC1 HIRA HNRNPH1 HS6ST2 HSPG2 INPPL1 IPO8 JMJD1C KCNE5 KCNH1 KCNJ2 KIF1A KIF22 KIF7 KRAS LARP7 LAS1L LIFR LIMK1 LMNA LRP2 LRP4 LRPPRC LTBP4 MAF MAN1B1 MAN2B1 MAP2K1 MAP2K2 MAPK1 MBD5 MECP2 MED12 METTL27 MGP MLXIPL MYH3 NBAS NBN NCF1 NDP NECTIN1 NF1 NGF NONO NOTCH2 NOTCH3 NPR3 NSDHL NSMCE2 NTRK1 OBSL1 OFD1 PAX3 PCGF2 PDE4D PDZD8 PEPD PEX1 PEX12 PEX7 PIGA PIGT PIGU PIGV PIK3R1 PLOD3 POGZ POLE POLR1A POLR1B POLR1C POLR1D POLR3A POMGNT1 POR POU1F1 PQBP1 PRMT7 PSMC3 PTH1R PYCR1 PYCR2 RAB23 RAB3GAP1 RAB3GAP2 RAI1 RBM8A RDH11 RFC2 RFX7 RHOA RLIM RNU12 RNU4ATAC ROR2 RPS26 RREB1 RSPRY1 RUNX2 SATB2 SCARF2 SEC23A SEC24C SEMA3E SERPINH1 SETBP1 SETD2 SF3B2 SF3B4 SHANK3 SHH SIX3 SLC26A2 SLC2A10 SLC35D1 SLC6A8 SMAD3 SMAD4 SNRPB SOST SP7 STAG2 STX1A TAT TBL1XR1 TBL2 TBX1 TBX22 TBX4 TCOF1 TFAP2A TFAP2B TFE3 TGDS TGFBR1 TGFBR2 TMEM165 TMEM237 TMEM270 TONSL TP63 TWIST1 TWIST2 UBE2A UFD1 VPS13B VPS37D WNT5A XRCC4 YY1 ZBTB20 ZNHIT3 HP_ABNORMAL_Z_DISC_MORPHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABNORMAL_Z_DISC_MORPHOLOGY ACTN2 DES FXR1 KY LMOD2 SQSTM1 TNNT1 UNC45B HP_ABSCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABSCESS ABCB4 ACVRL1 B2M BLM BRCA1 BRCA2 BTK CARMIL2 CDKN2A CTSC CYBA CYBB CYBC1 DDR2 DLX3 DMP1 ELANE ELF4 ENG ENPP1 FGF23 FGFR3 G6PC3 GJB2 GJB6 IGHG2 IGHM IGKC IKBKB IKZF3 IL10RA IL10RB IL17RA IL1RN IL6R IL6ST IRAK4 ITGB2 KRAS LCK LCP2 MEFV MNX1 MPEG1 MYD88 NCF1 NCF2 NCF4 NTRK1 OTULIN PALB2 PALLD PGM3 PHEX PI4KA PKHD1 PSEN1 PSENEN PSTPIP1 RABL3 RAC2 RIPK1 SMAD4 STAT3 TGFB1 TP53 TTC7A UBE2A VANGL1 WDR1 ZNF341 HP_ABSENCE_OF_LYMPH_NODE_GERMINAL_CENTER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABSENCE_OF_LYMPH_NODE_GERMINAL_CENTER ADA CD40 CD40LG EPHB4 PTPRC SP110 HP_ABSENCE_OF_PUBERTAL_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABSENCE_OF_PUBERTAL_DEVELOPMENT CHD7 CYP17A1 DCHS1 DHX37 DUSP6 ESR1 FAT4 FGF17 FGF8 FGFR1 GNRH1 GNRHR HS6ST1 IL17RD KISS1 KISS1R LMNA MAGEL2 NHLH2 NR0B1 NSMF NUP107 PROK2 PROKR2 RNF216 SIM1 SPRY4 TAC3 TACR3 WDR11 ZMPSTE24 HP_ABSENCE_OF_RENAL_CORTICOMEDULLARY_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABSENCE_OF_RENAL_CORTICOMEDULLARY_DIFFERENTIATION H4C3 IFNG INVS PAX2 PBX1 PKHD1 TSC2 HP_ABSENCE_OF_SECONDARY_SEX_CHARACTERISTICS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABSENCE_OF_SECONDARY_SEX_CHARACTERISTICS CHD7 CYB5A CYP11A1 CYP17A1 DHX37 DMRT3 DUSP6 ESR1 FGF17 FGF8 FGFR1 FOXA2 GATA4 GLI2 GNRH1 GNRHR HESX1 HS6ST1 KISS1 KISS1R LEP LEPR LHX4 MAP3K1 NHLH2 NR0B1 NR5A1 NSMF OTX2 POLA1 POU1F1 PROK2 PROKR2 PROP1 SOX3 SOX9 SPRY4 SRY TAC3 TACR3 VAMP7 WDR11 WT1 WWOX ZFPM2 HP_ABSENCE_OF_STOMACH_BUBBLE_ON_FETAL_SONOGRAPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABSENCE_OF_STOMACH_BUBBLE_ON_FETAL_SONOGRAPHY ADGRG6 FANCB KIF26A NUP88 TRIP11 ZBTB42 ZIC3 HP_ABSENCE_OF_SUBCUTANEOUS_FAT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABSENCE_OF_SUBCUTANEOUS_FAT AARS1 CARS1 CAV1 ERCC2 ERCC3 ERCC4 FBN1 GTF2E2 GTF2H5 KCNJ6 LMNA MPLKIP PIK3R1 POLR3A PRIM1 RNF113A TARS1 ZMPSTE24 HP_ABSENCE_OF_THE_SACRUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABSENCE_OF_THE_SACRUM CCL2 FANCB FUZ HAAO MNX1 NODAL PTH1R TBXT VANGL1 VANGL2 ZIC3 HP_ABSENT_AXILLARY_HAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABSENT_AXILLARY_HAIR APOE AR CYP17A1 EPS8L3 GJB2 GJB6 HR ITGB4 LSS PPP2R3C SNRPE TBX3 ZBTB20 HP_ABSENT_BRAINSTEM_AUDITORY_RESPONSES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABSENT_BRAINSTEM_AUDITORY_RESPONSES ERCC4 ERCC6 ERCC8 KARS1 MOGS NEFL OPA1 OTOF RIPOR2 SOX10 SPTBN4 TIMM8A HP_ABSENT_CIRCULATING_B_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABSENT_CIRCULATING_B_CELLS BTK CD79A FNIP1 IGLL1 SLC39A7 SPI1 TNFRSF9 HP_ABSENT_DISTAL_INTERPHALANGEAL_CREASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABSENT_DISTAL_INTERPHALANGEAL_CREASES HOXD13 IHH LMX1B RBBP8 TLK2 TPM2 HP_ABSENT_DISTAL_PHALANGES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABSENT_DISTAL_PHALANGES CHUK DOCK6 KCNN3 LBR NOG SLC25A24 TGFBR2 HP_ABSENT_EARLOBE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABSENT_EARLOBE ATR ATRIP B4GALT7 CENPE CENPJ CEP152 COL3A1 CREBBP DNA2 EP300 ESCO2 HMX1 KMT2B NUP85 PCNT PLK4 POLR3A RBBP8 TRAIP ZNF407 HP_ABSENT_EPIPHYSES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABSENT_EPIPHYSES ADAMTSL2 CANT1 CDC6 CHST3 COG1 COL11A2 COL2A1 COMP DYM EXTL3 GLB1 HS2ST1 IFT140 KIF22 LONP1 MATN3 PIK3C2A PLOD3 RNU4ATAC SMARCAL1 TRAPPC2 TRPV4 HP_ABSENT_EYEBROW https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABSENT_EYEBROW ALX1 ANAPC1 AXIN2 BRAF CDH3 CWC27 DSP EDA EDARADD FRAS1 GJA1 GJB6 HR JUP KRAS KRT85 LMNA LTV1 MAP2K2 MBTPS2 ODC1 PI4KA PKP1 POLR3A RECQL4 RIPK4 RNU12 SMARCA2 SOX18 TTC7A TWIST2 UBE3B UROS ZMPSTE24 HP_ABSENT_FACIAL_HAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABSENT_FACIAL_HAIR ANAPC1 AR BRAF CDSN CWC27 DSP EDA EDARADD FGF10 FRAS1 GJB2 HOXC13 HR JUP KRT74 KRT85 LMNA LRP1 MBTPS2 NECTIN4 ODC1 PHGDH PKP1 POLR1B POLR1C POLR1D POLR3A RECQL RECQL4 RIPK4 RNU12 SF3B4 SOX18 TCOF1 TP63 TWIST2 ZBTB20 ZMPSTE24 HP_ABSENT_FINGERNAIL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABSENT_FINGERNAIL APC ARHGAP31 ARID1A ARX ATP6V1B2 BCR CASK CDKL5 COL7A1 CRKL DLL4 DMXL2 DOCK6 DSP EOGT FIG4 GNAO1 GRIN1 GRM7 JUP KCNA1 KCNH1 KCNMA1 KCNN3 LRP4 MAPK1 NEUROD2 NOG NOTCH1 PIGP PIGQ PNKP PORCN RBPJ SCN1B SCN2A SIK1 SLC25A22 SLC32A1 TBC1D24 TRIM8 HP_ABSENT_FOVEAL_REFLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABSENT_FOVEAL_REFLEX ATF6 CACNA1F CNGA3 CNGB3 GNAT2 HPS6 OFD1 PDE6C PDE6G PDE6H PRPH2 RBP4 RDH5 RHO RLBP1 RPE65 RPGR TLCD3B HP_ABSENT_FRONTAL_SINUSES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABSENT_FRONTAL_SINUSES ATRX COL11A1 CTSK DNAI1 FLNA NOTCH2 RUNX2 TRIM37 HP_ABSENT_GALLBLADDER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABSENT_GALLBLADDER CC2D2A CNOT1 FOXF1 GATA6 INTU RFX6 SON HP_ABSENT_HAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABSENT_HAIR ALX1 ANAPC1 APOE AR AXIN2 BRAF CDH3 CDSN CWC27 CYP17A1 DSP EDA EDARADD EPS8L3 FGF10 FRAS1 GJA1 GJB2 GJB6 GNRH1 HOXC13 HR ITGB4 JUP KRAS KRT74 KRT85 LMNA LRP1 LSS LTV1 MAP2K2 MBTPS2 NECTIN4 NR5A1 ODC1 PHGDH PI4KA PKP1 POLR1B POLR1C POLR1D POLR3A PPP2R3C RECQL RECQL4 RIPK4 RNU12 SF3B4 SMARCA2 SNRPE SOX18 TBX3 TCOF1 TP63 TTC7A TWIST2 UBE3B UROS ZBTB20 ZMPSTE24 HP_ABSENT_HAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABSENT_HAND ARHGAP31 BTRC DLL4 DLX5 DLX6 DOCK6 EOGT EPS15L1 FBXW4 IKBKG LMBR1 NOTCH1 PLXND1 RBPJ REV3L SEM1 TBX3 TP63 WNT10B HP_ABSENT_HYPOPLASTIC_PARANASAL_SINUSES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABSENT_HYPOPLASTIC_PARANASAL_SINUSES AMER1 FUCA1 RUNX2 SFRP4 SIX2 SMCHD1 HP_ABSENT_INNER_AND_OUTER_DYNEIN_ARMS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABSENT_INNER_AND_OUTER_DYNEIN_ARMS CFAP300 DNAAF11 DNAAF3 TTC12 ZMYND10 HP_ABSENT_INNER_DYNEIN_ARMS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABSENT_INNER_DYNEIN_ARMS CCDC39 CFAP300 DNAAF1 DNAAF11 DNAAF3 DNAAF5 DNAH7 TTC12 ZMYND10 HP_ABSENT_LACRIMAL_PUNCTUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABSENT_LACRIMAL_PUNCTUM FGF10 FGFR2 FGFR3 TP63 UBR1 HP_ABSENT_NIPPLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABSENT_NIPPLE CDH11 EDA EDARADD FIG4 KMT2D PTPRF RSPO2 SLC25A24 TP63 TWIST2 HP_ABSENT_OR_MINIMALLY_OSSIFIED_VERTEBRAL_BODIES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABSENT_OR_MINIMALLY_OSSIFIED_VERTEBRAL_BODIES ALPL BMPER COL2A1 DYNC2H1 DYNC2I1 DYNC2I2 FLNB IFT80 LBR SLC26A2 SOX9 TRIP11 VPS35L WDR35 HP_ABSENT_OUTER_DYNEIN_ARMS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABSENT_OUTER_DYNEIN_ARMS CFAP298 CFAP300 DNAAF1 DNAAF11 DNAAF3 DNAAF5 DNAH9 DNAI1 DNAI2 DNAL1 ODAD1 ODAD3 TTC12 ZMYND10 HP_ABSENT_PALMAR_CREASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABSENT_PALMAR_CREASE DOK7 KIF21A MUSK MYH3 MYOD1 NALCN NUP88 PIEZO2 RAPSN RIPK4 SLC18A3 SLC39A13 TUBA1A HP_ABSENT_PATELLAR_REFLEXES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABSENT_PATELLAR_REFLEXES ERLIN1 FBLN5 GNB4 HSPB3 IL6ST KLHL9 LIFR MFN2 MYH14 PMP2 PSMC1 SMN1 SMN2 WARS1 HP_ABSENT_PHALANGEAL_CREASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABSENT_PHALANGEAL_CREASE COL1A2 HOXD13 IHH LMX1B MASP1 MET MYH3 NOG PIEZO2 RBBP8 ROR2 TBX15 TLK2 TNNI2 TPM2 HP_ABSENT_PUBIC_HAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABSENT_PUBIC_HAIR AR CYP17A1 EPS8L3 GJB2 GJB6 GNRH1 HR ITGB4 NR5A1 HP_ABSENT_RADIUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABSENT_RADIUS CHD7 CHN1 DONSON ESCO2 FANCA FANCB FANCC FANCD2 FANCE FANCL FGFR2 FLNB GLI3 LMBR1 MAFB RBM8A RECQL4 RIPK4 RPL26 SALL4 SF3B4 TBX3 TBX5 TRIO XRCC2 ZIC3 HP_ABSENT_SEPTUM_PELLUCIDUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABSENT_SEPTUM_PELLUCIDUM ARNT2 B3GALNT2 B4GAT1 CDC42BPB CDON CILK1 CNOT1 COL18A1 COL4A1 COX7B CPLX1 CRPPA CSGALNACT1 CSPP1 CTBP1 DAG1 DHCR24 DYNC1I2 EHMT1 EZH2 FANCI FGFR1 FGFR2 FGFRL1 FKRP FKTN FOXA2 GLI2 GPR161 HCCS HESX1 HYLS1 KIAA0586 KIF7 KRAS L1CAM LARGE1 LETM1 LHX4 MBTPS2 MUSK NDUFB11 NFIX NSD2 OTX2 PIEZO2 PIGA PLCH1 POMGNT1 POMGNT2 POMK POMT1 POMT2 POU1F1 PPP1R12A PROKR2 PROP1 PTDSS1 ROBO1 RSPO2 RXYLT1 SOX2 SOX3 SSR4 STAG2 WDR11 WNT3 HP_ABSENT_SKIN_PIGMENTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABSENT_SKIN_PIGMENTATION KIT MC1R OCA2 TYR TYRP1 HP_ABSENT_SPEECH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABSENT_SPEECH ABHD16A ACOX1 ACTL6B ADARB1 ADNP ADSL AGTPBP1 AIMP1 AIMP2 ALDH18A1 ALG11 ALG14 AMPD2 AP1S2 AP3B2 ARFGEF1 ARID1A ARID1B ARID2 ARL13B ASH1L ASPA ASXL3 ATG7 ATN1 ATP10A ATP1A2 ATP5F1A ATP6V1A ATP9A BCAS3 BCL11B BLTP1 BMP4 BRAT1 C2CD3 CACNA1B CACNA1E CACNA1I CACNA2D1 CACNA2D2 CAMK2A CAMK2B CARS2 CASK CASZ1 CCDC47 CCDC88A CCND2 CDC42 CDON CENPJ CHAMP1 CHKA CHMP1A CLCN3 CLCN4 CLIC2 CLP1 CLPB CLTC CNKSR2 CNNM2 CNTNAP2 COG4 COG8 COPB1 CPLX1 CRBN CREBBP CSNK2A1 CSPP1 CTNNA2 CUL4B CYFIP2 DAG1 DALRD3 DARS2 DCPS DEAF1 DEGS1 DENND5A DHX30 DISP1 DLL1 DNM1 DNM1L DOCK3 DOCK7 DOHH DOLK DPAGT1 DPF2 DPH5 DPM2 DPYD DPYSL5 DYRK1A EARS2 EBP EEF1A2 EIF2AK2 EIF3F ELP2 EP300 ERLIN2 EXOSC3 EXOSC5 EXTL3 FARS2 FGF12 FGF13 FGF8 FGFR1 FKRP FKTN FOXG1 FOXH1 FOXRED1 FRA10AC1 FRMD4A FRMPD4 FRRS1L GABBR2 GABRB2 GABRD GABRG2 GAMT GAS1 GEMIN4 GET4 GFM2 GLI2 GMPPB GNAI1 GNAO1 GNB5 GNS GOT2 GPT2 GRIA1 GRIA2 GRIA4 GRIK2 GRIN1 GRIN2B GRIN2D GRM1 GSX2 H4C11 HCN1 HDAC4 HECW2 HEPACAM HERC1 HID1 HIKESHI HIVEP2 HNRNPH1 HNRNPH2 HNRNPK HNRNPU HSD17B10 HSPG2 HTT HUWE1 IARS1 IFIH1 INTS1 INTS8 IQSEC1 IQSEC2 IREB2 IRF2BPL ISCA2 KARS1 KAT6A KCNA2 KCNAB2 KCNB1 KCNC2 KCNH1 KCNJ10 KCNQ5 KCTD7 KIAA0586 KIF15 KIF1A KIF5C KLHL15 KMT5B LARGE1 LAS1L LINGO1 LINS1 LIPT2 LMAN2L LMNB1 LNPK LUZP1 MAB21L1 MACF1 MAGEL2 MAST1 MBOAT7 MCOLN1 MDH2 MECP2 MED12 MED25 MEF2C MFF MFSD2A MINPP1 MKS1 MMP23B MPDU1 MRPL12 MRPS34 MSL3 NACC1 NALCN NCAPD2 NCAPG2 NEDD4L NEXMIF NFIX NGLY1 NODAL NR2F1 NSD1 NSRP1 NTNG2 NTRK2 OCA2 ODC1 OPHN1 OTUD6B PACS1 PARS2 PCGF2 PDPN PGAP1 PGAP2 PGAP3 PIGA PIGF PIGG PIGN PIGP PIGS PIGV PIGW PLCH1 PLK4 PLP1 PMPCB PNPT1 POGZ POLR3K POLRMT POMT1 POMT2 POT1 PPFIBP1 PPIL1 PPP2R1A PPP2R5D PPP3CA PRDM16 PRKCZ PRPS1 PRUNE1 PSMB1 PSMC1 PTCH1 PURA PUS3 PYCR2 RAB11B RAB18 RAB3GAP2 RAB5IF RAC1 RALA RALGAPA1 RARS2 RERE RHOBTB2 RMND1 RNU7-1 RPL10 SATB1 SATB2 SCN1A SCN3A SERAC1 SETBP1 SHH SHQ1 SHROOM4 SIK1 SIX3 SKI SLC12A2 SLC12A6 SLC13A5 SLC1A2 SLC1A4 SLC25A12 SLC2A1 SLC33A1 SLC35A2 SLC35B2 SLC38A3 SLC39A14 SLC6A17 SLC6A3 SLC9A6 SLITRK2 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMS SNRPN SNX14 SOD1 SOX11 SOX4 SPATA5 SPEN SPTBN1 SPTBN4 SRCAP ST3GAL5 STAG2 STIL STRADA STXBP1 SUOX SUPT16H SYNGAP1 SYT1 SZT2 TAF2 TANGO2 TBC1D20 TBCD TBCE TBL1XR1 TCF4 TCTN2 TDGF1 TELO2 TFE3 TGIF1 TIMM50 TKT TMCO1 TMEM106B TMEM147 TMEM231 TMTC3 TNPO2 TOE1 TOGARAM1 TOR1A TRAPPC10 TRAPPC11 TRAPPC2L TRAPPC6B TREX1 TRIM8 TRIO TRIT1 TRPM3 TRPV6 TRRAP TTC5 TUBA8 TUBB2A UBA5 UBE2A UBE3A UBE3B UBE4B UBTF UFC1 UFM1 UFSP2 UGP2 UNC80 UQCRQ USP27X USP7 VARS1 VPS11 VPS33A VPS41 VPS4A WAC WARS1 WARS2 WDR26 WDR37 WDR4 WDR45 WDR45B YME1L1 YY1 ZBTB18 ZC4H2 ZEB2 ZIC2 ZSWIM6 HP_ABSENT_SPERM_FLAGELLA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABSENT_SPERM_FLAGELLA AK7 AKAP3 ARMC2 CCDC34 CFAP251 CFAP43 CFAP44 CFAP47 CFAP58 CFAP65 CFAP91 DNAH1 DNAH10 DNAH17 DNAH2 DNAH8 DNHD1 DRC1 DZIP1 FSIP2 QRICH2 SPEF2 SSX1 TTC21A TTC29 WDR19 HP_ABSENT_STERNAL_OSSIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABSENT_STERNAL_OSSIFICATION FIG4 ORC1 ORC6 SOX9 VAC14 HP_ABSENT_TESTIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABSENT_TESTIS BRCA1 BRCA2 BRIP1 DHX37 ERCC4 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM GDF6 MAD2L2 PALB2 RAD51 RAD51C RFWD3 SLX4 TCTN3 UBE2T XRCC2 HP_ABSENT_THUMB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABSENT_THUMB ADA2 CUL3 DONSON ERCC4 ESCO2 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCI FANCL FGF10 FGFR2 FGFR3 FIG4 GATA1 HEATR3 PSMD12 RAD51 RAD51C RBM8A RECQL4 RFWD3 RIPK4 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RSPO2 SALL4 SF3B4 SLX4 SON TBX5 TSR2 VAC14 XRCC2 HP_ABSENT_THUMBNAIL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABSENT_THUMBNAIL ARX ATP6V1B2 CASK CDKL5 DMXL2 GNAO1 GRIN1 GRM7 KCNA1 KCNH1 NEUROD2 PIGP PIGQ PNKP SCN1B SCN2A SIK1 SLC25A22 SLC32A1 TRIM8 HP_ABSENT_TIBIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABSENT_TIBIA ATP7A CHD7 DYNC2H1 GLI3 LMBR1 PITX1 HP_ABSENT_TOE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABSENT_TOE ABCC9 ACVR1 APC ARHGAP31 ARID1B ARSL BHLHA9 BMP2 BMPR1B CHST11 CHSY1 CPLX1 CTBP1 DACT1 DLL4 DLX5 DOCK6 EIF4A3 EOGT FGFR1 FGFR2 FGFRL1 FIG4 FLNA GDF5 GJA1 GLI3 GPC4 HOXA13 HOXD13 IHH KAT6A KCNH1 KCNJ8 KCNN3 LETM1 LMBR1 LMNA LRP4 MAP3K20 MGP NEK1 NELFA NOG NOTCH1 NOTCH2 NSD2 NSDHL PIGF PIGG PORCN PTHLH PUF60 RBPJ RIPK4 ROBO1 ROR2 SALL1 SALL4 SF3B4 SMARCA4 SMOC1 TPR TRPV4 VAC14 WNT10B WNT7A HP_ABSENT_TOENAIL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABSENT_TOENAIL APC ARID1A ATP6V1B2 BCR COL7A1 CRKL DSP GPC4 JUP KCNH1 KCNN3 KRT14 LRP4 MAPK1 NOTCH1 PIGF PORCN WNT7A HP_ABSENT_VAS_DEFERENS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABSENT_VAS_DEFERENS ADGRG2 AR CEACAM3 CEACAM6 CFTR CLCA4 DCTN4 EDNRA GCLC GSTM3 HFE HMOX1 HNF1B KCNN4 MIF SERPINA1 SLC11A1 SLC26A9 SLC6A14 SLC9A3 STX1A TGFB1 HP_ABULIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ABULIA CHMP2B GRN HTRA1 MAPT NOTCH3 PSEN1 SQSTM1 TMEM106B TREM2 VCP HP_ACANTHOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ACANTHOCYTOSIS APOB CAD CYP4F22 GATA1 KCNN4 MTTP PANK2 SAR1B SC5D SPTB TOR1A VPS13A XK HP_ACANTHOLYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ACANTHOLYSIS ATP2A2 ATP2C1 CAST DSG1 DSP HLA-B IKZF1 JUP KRT2 HP_ACANTHOSIS_NIGRICANS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ACANTHOSIS_NIGRICANS ABCC8 AFF4 AGPAT2 AIP AKT2 ALMS1 APPL1 BLK BSCL2 BUB1 CAV1 CAVIN1 CEL CHD8 CIDEC CLDN1 COPB1 CUL4B CYP19A1 ELOVL1 ERF ESR1 FGFR2 FGFR3 FOS FOXG1 GCK GPR101 HNF1A HNF4A HRAS HSD11B1 INS INSR JARID2 JUP KCNJ11 KLF11 LIPE LMNA MC4R NEUROD1 NSMCE2 PAX4 PCSK1 PDX1 PEX1 PEX6 PKDCC PLIN1 POLR3A POMC PPARG PSMB4 PSMB8 PSMB9 SMARCD2 SPINK5 SUPT16H TFE3 XRCC4 HP_ACCELERATED_ATHEROSCLEROSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ACCELERATED_ATHEROSCLEROSIS ABCA1 ABCC6 APOE CELA2A CYP7A1 LMNA XYLT1 XYLT2 HP_ACCELERATED_SKELETAL_MATURATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ACCELERATED_SKELETAL_MATURATION ABCC9 ACAN AGPAT2 AIP ALMS1 APC2 ARCN1 ASXL2 B3GAT3 B4GALT7 BSCL2 CANT1 CAV1 CAVIN1 CDKN1C CHST3 CSGALNACT1 CYP11B1 CYP19A1 DDOST DDX6 EED EZH2 FOS GLI3 GNAS GPC3 GPC4 GPR101 GPX4 GUSB H1-4 HSD11B1 IGF2 INPPL1 INSR KCNJ8 KCNQ1 KCNQ1OT1 KMT2A LEP LEPR LHCGR MC2R MEN1 MKRN3 NFIX NSD1 PDE4D PPARG PRKAR1A PRKG2 PTCH1 PTH1R RMRP RNF135 SETD2 SHANK3 SLC10A7 SLC26A2 SLC35D1 SMARCA2 SUZ12 TCF20 TET3 TRPS1 TSHR UBE3C XYLT1 HP_ACCESSORY_ORAL_FRENULUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ACCESSORY_ORAL_FRENULUM C2CD3 CD96 CHUK CPLANE1 DDX59 DYNC2LI1 EFTUD2 FLNA GLI3 IFT140 IFT57 KIAA0586 OFD1 PRKACA PRKACB SCNM1 TCTN3 TELO2 HP_ACCESSORY_SPLEEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ACCESSORY_SPLEEN ATP6AP1 B9D1 B9D2 CC2D2A CENPF CEP290 CPLX1 CREBBP CSPP1 CTBP1 EP300 ESCO2 EXOC2 FGFRL1 HYLS1 LETM1 LTBP4 MKS1 MYCN MYRF NSD2 PPP2R3C PRIM1 RPGRIP1 RPGRIP1L TCTN1 TCTN2 TCTN3 TMEM107 TMEM216 TMEM231 TMEM237 TMEM67 TXNDC15 WT1 YARS1 HP_ACEPHALIC_SPERMATOZOA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ACEPHALIC_SPERMATOZOA BRDT CEP112 PMFBP1 SUN5 TSGA10 HP_ACETABULAR_DYSPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ACETABULAR_DYSPLASIA AP3B1 AP4B1 AP4E1 AP4M1 AP4S1 B3GALT6 CHRNG COL25A1 COMP EIF4A3 ERGIC1 EXTL3 GLB1 GUSB MYO18B NRCAM POLR1A RPS15A SCYL2 SLC26A2 SLC35A3 TIMM22 VPS33A HP_ACETABULAR_SPURS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ACETABULAR_SPURS COL2A1 DYNC2H1 DYNC2I1 DYNLT2B EVC EVC2 WDR19 HP_ACHILLES_TENDON_CONTRACTURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ACHILLES_TENDON_CONTRACTURE ABCC9 ABHD12 ACTA1 ADAT3 ALS2 BICD2 COL12A1 COL6A1 COL6A2 COL6A3 CRPPA DMD EMD FHL1 FKRP FKTN GJB1 GNS HINT1 HRAS JAG2 KY LARGE1 LMNA LMX1B MARS1 MEGF10 MT-TE MYOT NGLY1 NSUN2 OPA1 PLEC POMT1 PTRH2 PYROXD1 SCN4A SGCA SGCG SLC12A6 SLC25A4 SLC39A14 SYNE1 SYNE2 TMEM43 TNNT1 TTN UFC1 ZC4H2 HP_ACHOLIC_STOOLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ACHOLIC_STOOLS BRCA1 BRCA2 CYP7B1 DCDC2 HSD3B7 MYO5B PTPN3 RFX6 HP_ACHROMATOPSIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ACHROMATOPSIA ATF6 CNGA3 CNGB3 GNAT2 NBAS HP_ACIDEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ACIDEMIA ABCD4 ACSF3 ALDH6A1 CD320 DNAJC19 ETFA ETFB ETFDH GCDH HCFC1 IDH2 L2HGDH LMBRD1 MMAA MMAB MMACHC MMADHC MMUT MTR MTRR PAH PRDX1 SUCLA2 SUCLG1 SUGCT HP_ACNE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ACNE ABCC6 AGA AIP AR ARMC5 ARVCF ATRX BRAF C4A CCR1 CDH23 CLN3 COMT CYP11B1 ECM1 ENPP1 ERAP1 ESR1 FAS FGFR2 GJB2 GJB6 GNAS GP1BB GPR101 H6PD HIRA HLA-B HPGD HYOU1 IFNGR1 IKBKB IL10 IL12A IL12A-AS1 IL23R JMJD1C KDF1 KLRC4 KRT5 LHCGR LPIN2 MEFV MEIS2 NCSTN NR3C1 PAPSS2 POFUT1 POGLUT1 PRKACA PSEN1 PSENEN PSTPIP1 RBP4 RREB1 SEC24C SH3PXD2B SLCO2A1 STAT4 TBX1 TLR4 TP53 UBAC2 UFD1 USP48 USP8 WNT4 XIAP XYLT1 HP_ACNE_INVERSA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ACNE_INVERSA GJB2 GJB6 HYOU1 IKBKB KDF1 KRT5 MEFV NCSTN POFUT1 POGLUT1 PSEN1 PSENEN HP_ACQUIRED_ABNORMAL_HAIR_PATTERN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ACQUIRED_ABNORMAL_HAIR_PATTERN ABCD1 ALMS1 ANTXR1 AP2M1 APC BLM CHD2 CNBP COL17A1 DMPK DSG4 EBP ECM1 EXOSC2 GJA5 GJA8 HR HRAS IKBKG IL2RA ITGB4 KCTD1 KDM5C KRT81 KRT83 KRT86 LAMB3 LMNA NECTIN4 NEXMIF NR3C1 PADI3 PORCN PQBP1 SCN1A SLC2A1 SLC6A1 SYNGAP1 TGM3 TP63 TRAC WNT4 ZMPSTE24 HP_ACRAL_BLISTERING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ACRAL_BLISTERING COL17A1 COL7A1 FBXO28 FERMT1 ITGB4 KRT14 KRT5 PLEC SMARCAD1 HP_ACRAL_OVERGROWTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ACRAL_OVERGROWTH AIP CAVIN1 GNAS GPR101 PRKAR1A HP_ACRAL_ULCERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ACRAL_ULCERATION CCT5 KIF1A MPV17 NGF NTRK1 RETREG1 SCN9A SPTLC1 WNK1 HP_ACROMESOMELIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ACROMESOMELIA GDF5 KIF15 NGLY1 NPR2 RAC1 HP_ACROMICRIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ACROMICRIA DLK1 GH1 HERC2 MAGEL2 MEG3 MKRN3 NPAP1 PWAR1 PWRN1 RTL1 SLC26A2 SNORD115-1 SNORD116-1 HP_ACROPARESTHESIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ACROPARESTHESIA COMP GALC HEXB LMX1B PMP22 PRNP SLC26A2 SPTLC2 HP_ACTION_TREMOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ACTION_TREMOR AARS1 ABCB7 ABHD12 ACBD5 ADPRS AFG3L2 AKT1 ALDH18A1 ALS2 AMACR ANO10 ANO3 ARSA ATCAY ATM ATN1 ATP13A2 ATP2B3 ATP6AP2 ATXN1 ATXN10 ATXN2 BRAT1 BSCL2 CACNA1A CACNA1C CACNA1G CAMTA1 CARS1 CARS2 CCDC88C CLCN2 COL6A3 COQ2 CSTB CTDP1 CWF19L1 CYP7B1 DNAJC19 DNAJC30 DRD3 EIF2AK2 ELOVL4 EPRS1 ERCC2 ERCC3 ERCC6 ERCC8 FARS2 FBXO7 FGF14 FLVCR1 FMR1 FUS FXN GABRA1 GABRG2 GALT GCH1 GGT1 GJB1 GJC2 GRIK2 GSS GTF2E2 GTF2H5 HIBCH HSD17B4 HSPD1 HYCC1 IFRD1 IMPDH2 ITM2B ITPR1 JPH3 KARS1 KCNC3 KCND3 KCNJ10 KCNK4 KCNN2 KIF1C KNSTRN LAMA1 LEMD2 LMAN2L LMNB1 MAG MAOA MFN2 MPLKIP MPZ MRE11 MT-ATP6 MT-CO1 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MYBPC1 NDRG1 NDUFS2 NFASC NGLY1 NIPA1 NKX2-1 NKX6-2 NOL3 NONO NOP56 NOTCH2NLC NPTX1 NR4A2 OPA3 OPHN1 PARK7 PCDH19 PDGFB PEX10 PI4KA PIGA PIK3CA PIK3CD PIK3R5 PITRM1 PLA2G6 PLP1 PMM2 PMP22 PNPLA6 POLG POLR3A POLR3B POU4F1 PPP1R15B PPP2R2B PRDX3 PRICKLE1 PRKRA PSAP PTEN QRICH1 RARS1 REEP2 RFC1 RILPL1 RNF113A RNU12 SACS SCARB2 SCN1A SCN1B SCN2A SCN9A SCP2 SCYL1 SEMA6B SETX SIGMAR1 SLC19A3 SLC25A46 SLC30A10 SLC9A1 SMG9 SNCA SPG11 SPTBN1 SPTBN2 SPTLC1 STUB1 TARS1 TBP TECR TENM4 TGM6 TH THG1L TK2 TMCO1 TMEM106B TMEM240 TMEM63A TMEM70 TPK1 TPP1 TPR TSPOAP1 TTR TUBB4A UCHL1 UFC1 UROC1 VAPB VLDLR VPS13A VWA3B WARS2 WDR81 XPNPEP3 YWHAG HP_ACUTE_ENCEPHALOPATHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ACUTE_ENCEPHALOPATHY ACY1 ATP5F1A COG8 MYRF NDUFS4 PCCA PCCB RANBP2 SLC22A5 SLC25A15 SQOR TRAF3 HP_ACUTE_HEPATIC_FAILURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ACUTE_HEPATIC_FAILURE ACAD9 ATP7B CACNA1S CALR CYC1 EIF2AK3 F5 FAH GFM1 GPR35 HADH HLA-B IKZF1 IL18BP ITCH JAK2 KRT18 LARS1 LIPA MEFV MPV17 MST1 NBAS POLG POLG2 PORCN RINT1 RYR1 SCYL1 SEMA4D SH2D1A TCF4 TRMU XIAP ZNFX1 HP_ACUTE_INFECTIOUS_PNEUMONIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ACUTE_INFECTIOUS_PNEUMONIA CFTR CSF2RA CSF2RB SCNN1A SCNN1B SCNN1G HP_ACUTE_KIDNEY_INJURY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ACUTE_KIDNEY_INJURY ALDOA APRT BSND C3 CACNA1S CCND1 CD46 CFB CFH CFHR1 CFHR3 CFI CLCNKA CLCNKB CORIN DGKE DZIP1L FLT1 HELLPAR HNF1B HPRT1 IFT140 LDHA LPIN1 MT-CO1 MT-CO3 OBSCN PIGA PKHD1 PRPS1 PYGM RYR1 SAA1 SLC22A12 SLC26A1 SLC2A9 STAT2 STOX1 TCN2 THBD HP_ACUTE_LEUKEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ACUTE_LEUKEMIA ABL1 ADA2 ADH5 APC2 ASXL1 ATM ATRX BAX BCR BLM BRCA2 BUB1 BUB1B BUB3 CALR CDKN2A CEBPA CEP57 CHEK2 CHIC2 CLPB DDX41 DKC1 DNAJC21 DNMT3A DUT DYNC2LI1 EFL1 ELANE ERBB3 ETV6 EVC EVC2 FLT3 GATA1 GATA2 GFI1 GLI1 GNB1 HAX1 HEATR3 IDH1 IKZF1 JAK2 KIT KRAS LIG4 LPP MBD4 MDM2 MEFV MLLT10 MPL MSH2 NBN NPM1 NSD1 NSUN2 NUMA1 NUP214 PICALM PIGL PRKACA PRKACB RARA RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS14 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RUNX1 SAMD9 SAMD9L SBDS SETD2 SF3B1 SH2B3 SH3GL1 SMPD1 SPRED1 SRP19 SRP54 SRSF2 STS TAL1 TAL2 TCF3 TCIRG1 TERT TET2 THPO TP53 TREM2 TRIP13 TSR2 TYROBP UBE2T WAS WIPF1 XRCC4 HP_ACUTE_LYMPHOBLASTIC_LEUKEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ACUTE_LYMPHOBLASTIC_LEUKEMIA ABL1 APC2 ATM BAX BCR BLM BRCA2 BUB1 BUB1B BUB3 CDKN2A CEP57 CHEK2 CLPB DUT ELANE ETV6 FLT3 GFI1 GNB1 HAX1 IKZF1 LIG4 MDM2 MSH2 NBN NSD1 NSUN2 NUP214 PIGL SETD2 SRP19 SRP54 TAL1 TAL2 TCF3 TCIRG1 TP53 TRIP13 HP_ACUTE_MYELOID_LEUKEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ACUTE_MYELOID_LEUKEMIA ADA2 ADH5 ASXL1 BLM BRCA2 CDKN2A CEBPA CHEK2 CHIC2 CLPB DDX41 DKC1 DNAJC21 DNMT3A EFL1 ELANE ERBB3 ETV6 FLT3 GATA1 GATA2 GFI1 HEATR3 JAK2 KIT KRAS LPP MBD4 MDM2 MEFV MLLT10 MPL NPM1 NUP214 PICALM RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS14 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RUNX1 SAMD9 SAMD9L SBDS SF3B1 SH3GL1 SRP19 SRP54 SRSF2 TCIRG1 TERT TET2 THPO TP53 TSR2 UBE2T HP_ACUTE_OTITIS_MEDIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ACUTE_OTITIS_MEDIA CIITA JAK3 RFX5 RFXANK RFXAP HP_ACUTE_PANCREATITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ACUTE_PANCREATITIS AGPAT2 APOE BSCL2 CYBC1 HMGCL LMNA NSMCE2 RNU7-1 HP_ACUTE_PHASE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ACUTE_PHASE_RESPONSE ADA2 ADORA2A AIRE ANKRD55 AP1S3 ARPC1B BCS1L BMP2 BMP6 C1QB C2orf69 CARD10 CASP10 CASR CD244 CD247 CDC73 CDKN1A CDKN1B CDKN2B CDKN2C CFTR CIITA CLDN16 CLDN19 COPA CP CPA1 CPOX CTLA4 CTRC CYP24A1 CYP27B1 CYP2R1 CYP3A4 DEF6 DLST ELF4 FAM20A FH FOCAD FTH1 FTL GCM2 GLRX5 GNAS GNAS-AS1 HAMP HAVCR2 HBB HFE HJV HLA-B HLA-DPA1 HLA-DPB1 HLA-DRB1 HMOX1 IFIH1 IFNG IFNGR1 IL10 IL1R1 IL1RN IL2RA IL2RB IL36RN IL37 IL6 IL6ST IRAK1 ITGB2 ITK KARS1 KCNN4 KIF1B KL LACC1 LBR LPIN2 LYST MAX MCM10 MDH2 MEFV MEN1 MIF MVK MYD88 NCF4 NF1 NFKBIL1 NLRC4 NLRP1 NLRP12 NLRP3 NOD2 OCRL OTULIN P4HA2 PDE4D PHEX PIEZO1 PIK3CG PKLR POMP PRF1 PRKAR1A PRKCD PRSS1 PRSS2 PRTN3 PSMB10 PSMB4 PSMB8 PSMB9 PSMG2 PSTPIP1 PTH PTPN2 PTPN22 PUS1 RET RNU4ATAC SAT1 SDHA SDHAF2 SDHB SDHC SDHD SH2D1A SLC19A1 SLC22A4 SLC25A11 SLC25A38 SLC29A3 SLC34A1 SLC34A3 SLC40A1 SLC4A1 SLC7A7 SOST SPINK1 SPP1 STAT2 STAT4 STEAP3 STING1 STX11 STX16 STXBP2 SYK TBCE TBK1 TBX1 TFR2 TGFB1 TICAM1 TLR3 TMEM127 TMPRSS6 TNFRSF1A TRAF3 TREX1 TRPV6 TTC26 UBA1 UNC13D UNC93B1 VDR VHL XIAP ZNFX1 HP_ACUTE_RHABDOMYOLYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ACUTE_RHABDOMYOLYSIS CACNA1S CTDP1 LPIN1 RYR1 TANGO2 HP_ADDUCTED_THUMB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ADDUCTED_THUMB ABCD1 ACTA1 ADGRG6 ALDH18A1 ALG13 ALG3 ANKLE2 AP4M1 ATAD1 ATP7A B3GALT6 BAZ1B BCL7B BICD2 BLTP1 BUD23 CHST11 CHST14 CLIP2 COG7 COL12A1 COL6A1 COL6A2 COL6A3 CREBBP CRLF1 CRPPA DLK1 DNAJC30 DPH2 DSE ECE1 ECEL1 EDN3 EDNRB EIF4H ELN EP300 EPB41L1 ERBB2 ERBB3 ERCC1 EXOSC9 FBLN5 FBN1 FBN2 FKBP6 GDNF GNB1 GON7 GPKOW GTF2I GTF2IRD1 GTF2IRD2 KATNB1 KCNH1 KLHL40 KLHL41 L1CAM LAGE3 LIFR LIMK1 LMOD3 MED25 MEG3 METTL27 MLXIPL MSL3 MYBPC1 MYH3 MYL11 NALCN NCF1 NDE1 NEB NEK9 NRTN NUP107 NUP133 OSGEP PCGF2 PHGDH PIGY RBM8A RELN RET RFC2 RFT1 RTL1 SEMA3C SEMA3D SHMT2 SLC35B2 SLC9A6 SMO SMPD4 SREBF1 STUB1 STX1A SYNE1 TAPT1 TBL2 TDO2 TGDS TMEM270 TNNI2 TNNT3 TOR1A TP53RK TPM2 TPRKB VPS37D WDR4 WDR73 YRDC ZEB2 HP_ADENOCARCINOMA_OF_THE_COLON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ADENOCARCINOMA_OF_THE_COLON AAGAB ADA2 BMPR1A COL14A1 GATA1 GREM1 HEATR3 MAD1L1 MLH1 MUTYH POLD1 POLE RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 TSR2 HP_ADENOCARCINOMA_OF_THE_INTESTINES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ADENOCARCINOMA_OF_THE_INTESTINES AAGAB ADA2 APC BMPR1A COL14A1 GATA1 GPR35 GREM1 HEATR3 MAD1L1 MLH1 MSH2 MST1 MUTYH NTHL1 POLD1 POLE RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 SEMA4D SMAD4 TCF4 TSR2 HP_ADENOCARCINOMA_OF_THE_SMALL_INTESTINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ADENOCARCINOMA_OF_THE_SMALL_INTESTINE AAGAB APC BMPR1A COL14A1 GREM1 MLH1 MSH2 NTHL1 SMAD4 HP_ADENOMATOUS_COLONIC_POLYPOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ADENOMATOUS_COLONIC_POLYPOSIS APC AXIN2 BMPR1A ENG EPCAM GREM1 MBD4 MLH1 MSH3 MUTYH NTHL1 PMS2 POLD1 POLE PTEN RNF43 SMAD4 HP_ADENOMA_SEBACEUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ADENOMA_SEBACEUM AKT1 HRAS IFNG KLLN KRAS KRT17 MEN1 MLH1 MSH2 MSH6 NRAS PIK3CA PLCD1 PTEN SDHB SDHC SDHD SEC23B TSC1 TSC2 USF3 HP_ADIPOSE_TISSUE_LOSS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ADIPOSE_TISSUE_LOSS AARS1 AGPAT2 BLM BSCL2 CARS1 CAV1 CAVIN1 CIDEC ERCC2 ERCC3 ERCC4 ERCC6 ERCC8 FBN1 FOS GTF2E2 GTF2H5 INSR KCNJ6 LIPE LMNA LMNB2 MPLKIP PIK3R1 PLIN1 POLD1 POLR3A PPARG PRIM1 PSMB8 RNF113A TARS1 ZMPSTE24 HP_ADRENAL_HYPERPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ADRENAL_HYPERPLASIA AIRE ARMC5 ATP6V1B2 ATRX BRAF CACNA1D CDH23 CLCN2 CYP11B1 CYP11B2 CYP17A1 CYP21A2 GNAS HSD3B2 KCNJ5 NR3C1 PDE8B POR PRKACA STAR TBC1D24 TP53 USP48 USP8 HP_ADRENAL_HYPOPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ADRENAL_HYPOPLASIA ABCD1 ADH5 BCAP31 BMP4 CCDC22 CDKN1C CDON CILK1 CYP11A1 DPYSL5 GLI3 GPR161 HESX1 LHX4 LMNA LTBP4 MKS1 MTHFR NR0B1 NSDHL NUAK2 PEX1 POLE POMC PROKR2 ROBO1 SAMD9 SIX3 TBC1D7 TBX19 TNXB VANGL2 VPS35L WASHC5 WDR11 ZMPSTE24 HP_ADRENAL_INSUFFICIENCY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ADRENAL_INSUFFICIENCY AAAS ABCD1 AIP AIRE AKT1 BAP1 BCOR BRAF CDH23 CTNNB1 CYP11A1 CYP11B1 CYP11B2 CYP17A1 DHX37 DMRT3 GATA4 GATB GATC GK GLI3 GMPPA HBB HERC2 HSD11B2 HSD17B4 HSD3B2 IARS2 KANSL1 LHX4 LIPA MAGEL2 MAP3K1 MC2R MCM4 MEN1 MKRN3 MRAP MRPS25 MRPS7 NDN NDUFAF5 NF2 NFKB2 NFS1 NNT NPAP1 NR0B1 NR3C1 NR3C2 NR5A1 OCA2 PCSK1 PDGFB PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PIK3CA POMC POR PROP1 PWAR1 PWRN1 QRSL1 RBM28 ROBO1 SAA1 SAMD9 SCNN1A SCNN1B SCNN1G SERPINA6 SGPL1 SMARCB1 SMARCE1 SMO SNORD115-1 SNORD116-1 SNRPN SOX9 SRY STAR STEAP3 SUFU TBCK TBX19 TCTN3 TERT TRAF7 TRAPPC11 TXNRD2 VAMP7 WT1 WWOX ZFPM2 HP_ADRENAL_OVERACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ADRENAL_OVERACTIVITY AIRE ARMC5 ATRX BRAF BSND CACNA1D CACNA1H CBX2 CDH23 CDKN1A CDKN1B CDKN2A CDKN2B CDKN2C CLCN2 CLCNKA CLCNKB CTNNB1 CYP11A1 CYP11B1 CYP11B2 GNAS HTR1A INSR KCNJ1 KCNJ10 KCNJ11 KCNJ16 KCNJ2 KCNJ5 MEN1 NR3C1 NR3C2 OCRL PDE11A PDE8B POR PRKACA PRKAR1A RET SCNN1A SCNN1B SCNN1G SLC12A1 SLC12A3 SLC26A3 TERT TP53 USP48 USP8 ZNRF3 HP_ADRENOCORTICAL_ABNORMALITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ADRENOCORTICAL_ABNORMALITY ABCD1 CDKN1A CDKN1B CDKN2B CDKN2C GK MEN1 NKX2-6 PDE11A PLXND1 PRKAR1A HP_ADRENOCORTICAL_ADENOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ADRENOCORTICAL_ADENOMA APC CACNA1S CDKN1B CLCN2 CYP11B1 CYP11B2 KCNE3 MEN1 SCN4A HP_ADRENOCORTICAL_CARCINOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ADRENOCORTICAL_CARCINOMA APC CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CHEK2 CTNNB1 IGF2 KCNQ1 KCNQ1OT1 MDM2 MEN1 PRKAR1A TERT TP53 ZNRF3 HP_ADRENOCORTICOTROPIC_HORMONE_DEFICIENCY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ADRENOCORTICOTROPIC_HORMONE_DEFICIENCY AIP ARNT2 CDH23 CDKN2A CTNNB1 GLI3 LHX3 MEN1 POMC POU3F4 PRKAR1A TBX19 TERT TP53 ZNRF3 HP_ADRENOCORTICOTROPIC_HORMONE_EXCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ADRENOCORTICOTROPIC_HORMONE_EXCESS ABCD1 CYP11A1 CYP17A1 HSD3B2 MCM4 HP_ADRENOCORTICOTROPIN_DEFICIENT_ADRENAL_INSUFFICIENCY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ADRENOCORTICOTROPIN_DEFICIENT_ADRENAL_INSUFFICIENCY AIP CDH23 MEN1 NFKB2 RBM28 TBX19 HP_ADULT_ONSET https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ADULT_ONSET AAAS AAGAB AARS1 AARS2 ABCA4 ABCA7 ABCB4 ABCC1 ABCC8 ABCC9 ABCG8 ABHD12 ACD ACTA1 ACTC1 ACTG1 ACTN2 ACVR1B ADGRG2 ADH1C AFG3L2 AGBL1 AIP AK7 AKAP3 AKT1 AKT2 ALDH18A1 ALDH5A1 ALG10B ALG5 ALOX5AP AMACR ANKH ANLN ANO10 ANO3 ANO5 ANXA11 ANXA5 AOPEP AP5Z1 APC APOA1 APOE APP APPL1 APTX AR ARHGEF10 ARHGEF18 ARL2BP ARMC5 ASTL ATL1 ATL3 ATN1 ATP11A ATP13A2 ATP1A1 ATP1A2 ATP1A3 ATP2B2 ATP5MC3 ATP6AP2 ATP6V0A1 ATP7B ATXN1 ATXN10 ATXN2 ATXN3 ATXN8OS AUH AURKC B2M B4GALNT1 BAG3 BAG5 BAP1 BBS2 BCL10 BEAN1 BLK BLVRA BMP6 BMPR2 BPGM BPY2 BRCA1 BRCA2 BRDT BSCL2 BTNL2 BVES C14orf39 C19orf12 C1QBP C1QTNF5 C2CD6 C3 C9 C9orf72 CACNA1A CACNA1C CACNA1I CACNB4 CADM3 CAPN3 CARD9 CASK CASQ2 CASR CATIP CATSPER1 CATSPER2 CAV1 CAV3 CBFB CC2D2A CCDC34 CCDC39 CCDC62 CCDC88C CCND1 CCNF CD164 CDC20 CDH1 CDH2 CDH23 CDY1 CDY2A CEBPE CEL CEP78 CFAP251 CFAP43 CFAP44 CFAP58 CFH CFHR1 CFHR3 CFI CHCHD10 CHCHD2 CHMP2B CHRNA1 CHRNA2 CIB1 CLCN1 CLCN2 CLEC3B CLN6 CNBP CNNM2 COCH COL2A1 COL4A1 COL4A3 COL6A3 COQ2 COQ8B CORIN CP CPOX CPT1C CPT2 CRYAB CRYBA2 CSF1R CSRP3 CT55 CTNNA1 CTNS CTSF CYLD CYP11B1 CYP27A1 CYP7B1 DAB1 DAZ1 DAZ2 DAZ3 DCTN1 DDX3Y DDX41 DES DGKE DGUOK DHTKD1 DIABLO DIAPH2 DIAPH3 DLST DMD DNA2 DNAH1 DNAH17 DNAH8 DNAJB11 DNAJB2 DNAJB4 DNAJB6 DNAJC3 DNAJC30 DNAJC5 DNALI1 DNHD1 DNM1L DNMT1 DNMT3B DPM3 DPY19L2 DRAM2 DRC1 DRD5 DSC2 DSG2 DSP DTNA DYRK1B DYSF EEF2 EIF2AK2 EIF2AK4 EIF2B3 EIF4G1 ELMOD3 ELOVL4 ELOVL5 ENG ENO3 ENPP1 EPAS1 EPCAM EPHA10 ERBB4 ERCC6 ERCC6L2 ESR2 F2 F5 F8 FANCM FARS2 FAT2 FBLN5 FBN1 FBXO43 FDPS FGF14 FHL1 FHOD3 FIG4 FKBP6 FKTN FLNC FMR1 FN1 FOXC1 FOXE3 FSHB FSIP2 FTH1 FTL FZD4 G6PD GAA GABRA3 GALC GANAB GARS1 GATA2 GATAD1 GBA1 GBE1 GBF1 GCGR GCK GCM2 GCNA GDAP2 GDF9 GFAP GGCX GGN GIPC1 GJA5 GJC2 GK GLUD2 GNA11 GNAI2 GNAL GNAS GNB3 GNB4 GNE GPD2 GPIHBP1 GRN GSN GYG1 H6PD HAMP HAVCR2 HCN4 HFM1 HGD HGSNAT HINT1 HJV HK1 HKDC1 HLA-DQB1 HLA-DRB1 HMCN1 HMGA1 HNF1A HNF1B HNF4A HNRNPA1 HNRNPDL HPRT1 HRG HSFY1 HSPB1 HSPB3 HSPB8 HTRA1 ICOS IDS IFIH1 IFT140 IFT74 IGF2BP2 IKZF1 IL36RN IL6 IMPG1 IMPG2 INF2 INS INSR IQCN IRS1 IRS2 ITM2B ITPR1 ITPR3 JAG2 JAK2 JPH2 JPH3 JUP KCNA5 KCNC3 KCND3 KCNE1 KCNE2 KCNH2 KCNJ11 KCNJ18 KCNJ2 KCNJ5 KCNK3 KCNQ1 KCNU1 KCTD17 KDM5D KIF1B KIF5A KLHL24 KLHL3 KLHL7 KLKB1 KNG1 KPNA7 KRAS KRT18 LAMA2 LAMA4 LBR LCAT LDB3 LGI1 LHB LIG3 LIG4 LIPC LIPE LITAF LMF1 LMNA LMNB1 LMX1B LOX LRIF1 LRP12 LRP5 LRP6 LRRK2 LYST LZTR1 M1AP MAFA MAFB MAGT1 MAK MAP1B MAPK8IP1 MAPKAPK3 MAPKBP1 MAPT MARCHF6 MARS1 MARS2 MATR3 MB MBD4 MCCC1 MCM6 MED25 MEF2A MEFV MEI1 MEIOB MEN1 MFAP5 MFRP MFSD8 MGME1 MICAL1 MLH1 MME MN1 MOCOS MOG MORC2 MOS MOV10L1 MPEG1 MPO MPZ MSH2 MSH3 MSH4 MSH5 MSH6 MT-TT MTNR1B MTOR MUC1 MYBPC3 MYH6 MYH7 MYL2 MYL4 MYORG MYOT MYPN NAF1 NAGA NAGLU NEFH NEFL NEK1 NEUROD1 NEXN NF1 NF2 NFKB1 NLRP2 NLRP3 NLRP5 NLRP7 NOL3 NOS3 NOTCH2NLC NOTCH3 NPC1 NPHP1 NPPA NPTX1 NR0B1 NR2E3 NR3C1 NR4A2 NRCAM NRIP1 NRL NT5C2 NTHL1 NUTM2B-AS1 OBSCN OPTN OSMR OTC OXGR1 P2RX2 PABPN1 PARK7 PARN PATL2 PAX2 PAX4 PDCD1 PDE11A PDE1C PDE8B PDGFB PDGFRB PDHA2 PDK3 PDX1 PDYN PHKA1 PIGA PIGT PIK3CA PIK3R5 PKD2 PKHD1 PKP2 PLA2G6 PLAU PLCZ1 PLD3 PLEKHG5 PLG PLIN1 PLIN4 PLN PMP2 PMP22 PMVK PNKP PNLDC1 PNPLA2 POF1B POGLUT1 POLD1 POLE POLG POLG2 POLRMT POT1 PPARG PPOX PPP1R3A PPP2R3C PRDM16 PRDX3 PRKAG2 PRKAR1A PRKCH PRKCSH PRKG1 PRKN PRKRA PRLR PRNP PRPF4 PRPF6 PRPF8 PRPH PRPH2 PRRT2 PRY PRY2 PSAP PSEN1 PSEN2 PTEN PTF1A PTPN1 PUM1 PYGM QRICH2 RAB39B RAF1 RAPGEF2 RAX2 RBM12 RBM20 RBMY1A1 RBP3 RCBTB1 REC114 REEP1 REEP6 RELN RETN RFC1 RIGI RILPL1 RIPOR2 RNASEH1 RNASEL RNF170 RNF216 RP1 RP2 RPA1 RPGR RPL10L RPS14 RPS19 RPS4Y2 RRAGD RRM2B RTEL1 RYR2 SAMD12 SAMD9L SASH3 SCARB2 SCN10A SCN1A SCN1B SCN2B SCN3B SCN4A SCN4B SCN5A SCNN1G SDHA SDHAF2 SDHB SDHC SDHD SEC23B SEC61A1 SEC63 SELENBP1 SEMA3A SEPTIN12 SERPINA1 SERPINA6 SERPING1 SERPINH1 SETX SFRP4 SFTPA1 SGCD SGO1 SH3BP2 SH3TC2 SHANK3 SHOC1 SLC12A5 SLC17A9 SLC19A2 SLC19A3 SLC20A2 SLC22A12 SLC25A13 SLC25A4 SLC26A1 SLC26A8 SLC2A10 SLC2A2 SLC30A8 SLC34A2 SLC37A4 SLC39A14 SLC44A4 SLC4A1 SLC4A11 SLC4A2 SLC4A3 SLC4A4 SLC7A6OS SLCO2A1 SMAD2 SMAD4 SMARCB1 SMARCE1 SMCHD1 SMN1 SMN2 SMPD1 SMPX SNCA SNCAIP SNORD118 SNTA1 SOCS1 SOD1 SOHLH1 SOST SPAG17 SPG11 SPG7 SPINK2 SPRY2 SPTLC1 SPTLC2 SSBP1 SSX1 STAG3 STARD7 STAT1 STIM1 STK11 STOX1 STRC STT3A STUB1 SUFU SUN5 SYCE1 SYCP2 SYCP3 SYNE1 SYNJ1 TAF1 TAF4B TARDBP TBC1D24 TBC1D8B TBK1 TBP TBX18 TBX3 TCAP TCF4 TCF7L2 TDRD9 TECRL TERB1 TERB2 TERC TERT TEX11 TEX14 TEX15 TFG TGFBI TGFBR1 TGM6 THAP1 THBD THOC1 THSD1 THSD4 TIA1 TIE1 TIMP3 TINF2 TK2 TLCD3B TLR7 TLR8 TMEM126B TMEM240 TMEM43 TNC TNFAIP3 TNFRSF13C TNNC1 TNNI3 TNNT1 TNNT2 TNPO3 TNRC6A TOP3A TOR1A TOR1AIP1 TP53 TP63 TPM1 TPP1 TRDN TREX1 TRIM32 TRMT5 TRPC3 TRPC6 TRPM3 TRPM7 TRPV4 TSC1 TSC2 TSGA10 TTBK2 TTC19 TTC21A TTLL5 TTN TTR TUBA4A TUBB4A TULP3 TWNK TYROBP UBA1 UBQLN2 UCHL1 UNC119 UNC13D UQCRC1 USP26 USP48 USP9Y VAMP1 VAPB VCL VCP VCY VEZF1 VHL VPS11 VPS13D VPS16 VPS35 VSX1 WASHC5 WDR19 WEE2 WFS1 WNT4 XK XKRY XPR1 XRCC1 XRCC2 YARS1 YEATS2 ZEB1 ZFP36L2 ZMYND15 ZNF408 ZNF687 ZP1 ZP3 ZPBP ZSWIM7 HP_ADULT_ONSET_SENSORINEURAL_HEARING_IMPAIRMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ADULT_ONSET_SENSORINEURAL_HEARING_IMPAIRMENT DGUOK DKK1 ERCC6 ERCC8 GJB6 HP_ADVANCED_ERUPTION_OF_TEETH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ADVANCED_ERUPTION_OF_TEETH ADNP AMER1 BCL11B C2CD3 CEP120 CILK1 CREBBP DHCR7 DPH1 DSP EHMT1 EP300 EVC EVC2 FAM20C FGFR2 FLNA GLI3 GTF2H5 INSR INTU JUP KDF1 KDM6A KMT2C KMT2D KRT16 KRT17 KRT6A KRT6B LMNA MID1 MKS1 NEK1 NFIX NSD1 POLR3A POLR3B PTH1R RPS6KA3 SPECC1L VARS1 ZMPSTE24 ZSWIM6 HP_ADVANCED_OSSIFICATION_OF_CARPAL_BONES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ADVANCED_OSSIFICATION_OF_CARPAL_BONES B3GALT6 CANT1 NANS PDE4D PTH1R SETD2 SLC10A7 SLC35B2 SLC35D1 XYLT1 HP_AGAMMAGLOBULINEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_AGAMMAGLOBULINEMIA BLNK BTK CARD11 CD79A CD79B CDCA7 CIITA FNIP1 HELLS IGHM IGLL1 IKBKB IL2RG LRRC8A PIK3R1 RFX5 RFXANK RFXAP SH3KBP1 SLC39A7 SPI1 TCF3 TIMM8A TTC7A HP_AGENESIS_OF_CENTRAL_INCISOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_AGENESIS_OF_CENTRAL_INCISOR AXIN2 EDA EDARADD EIF4A3 FGFR1 IRF6 LRP6 MSX1 NEK1 PAX9 SUMO1 TGFA WNT10A WNT10B HP_AGENESIS_OF_CEREBELLAR_VERMIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_AGENESIS_OF_CEREBELLAR_VERMIS ALX4 B4GAT1 CEP290 FKRP INPP5E KIF14 KPNA3 MEF2C MVK PDE6D PTF1A RNU4ATAC TCTN3 TFAP2A TMEM216 TMEM237 ZEB2 HP_AGENESIS_OF_CORPUS_CALLOSUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_AGENESIS_OF_CORPUS_CALLOSUM AARS1 ABAT ACTB ACTG1 ADAT3 AHI1 ALX1 ALX3 ALX4 AMER1 AMT ANKLE2 AP1G1 ARID1A ARID1B ARID2 ARMC9 ARNT2 ARX ASPM ASXL1 ATRX B3GALNT2 B3GLCT B4GAT1 BCL11B BMP4 BUB1B C12orf57 C2CD3 CAMSAP1 CARS1 CASZ1 CC2D2A CDC40 CDC42BPB CDH2 CDK13 CDK5 CDK5RAP2 CDK6 CDK8 CDON CENPE CENPF CENPJ CEP120 CEP135 CEP152 CEP41 CEP63 CFC1 CILK1 CIT CLCN3 CNOT1 COL4A1 COPB2 COX7B CPLANE1 CPLX1 CPT2 CREBBP CRPPA CSF1R CTBP1 CTU2 CWF19L1 CYP11A1 DACT1 DAG1 DCC DCHS1 DCX DDX3X DDX59 DHCR24 DHCR7 DHX16 DIS3L2 DISC1 DISP1 DLL1 DNAL4 DNM1 DPF2 DPH1 DPH2 DPYD DPYSL5 DYNC1I2 DYNC2H1 DYNC2I1 DYNC2I2 EARS2 EFNB1 EHMT1 EML1 EMX2 EOMES EP300 EPG5 ERCC2 ERCC3 ERCC5 ERCC6 FANCD2 FANCI FAT4 FCSK FGF8 FGFR1 FGFR2 FGFRL1 FH FIG4 FKRP FKTN FLI1 FLVCR2 FOXA2 FOXG1 FOXH1 FRA10AC1 FRMD4A GABRD GAS1 GDF1 GET4 GGT1 GLDC GLI2 GLI3 GMPPB GPC3 GPC4 GPSM2 GPX4 GTF2E2 GTF2H5 H3-3A HCCS HECTD4 HESX1 HIBCH HNRNPK HNRNPR HNRNPU HS2ST1 HSPA9 HSPG2 HYLS1 IFT80 IGBP1 INPP5E KANSL1 KAT5 KAT6B KATNB1 KCNAB2 KDM4B KDM5B KIAA0753 KIDINS220 KIF14 KIF15 KIF26A KIF7 KNL1 KRAS L1CAM LARGE1 LETM1 LHX3 LHX4 LMNB2 LONP1 LRP2 LRPPRC LRRC32 LUZP1 MAN2C1 MBTPS2 MCM7 MCPH1 MDH1 MED12 MED12L MED25 METTL5 MFSD2A MID1 MKS1 MLH1 MMP23B MPDZ MPLKIP MRPS16 MRPS25 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW MTHFR NARS2 NCAPD3 NDE1 NDUFAF5 NDUFB11 NELFA NFIA NFIB NFIX NKX2-1 NODAL NPHP1 NSD1 NSD2 NTN1 NUP37 OFD1 OSTM1 OTUD5 OTX2 PDHA1 PDHB PDHX PDPN PDYN PEX2 PGAP1 PHC1 PHGDH PIEZO2 PIGG PIGN PLCH1 PLK4 PLXNA1 PMS2 POLR2A POLR3A POMGNT1 POMGNT2 POMK POMT1 POMT2 PORCN POU1F1 PPIL1 PPP1R12A PPP2R1A PPP2R3C PRDM16 PRKCZ PROKR2 PROP1 PRRX1 PTCH1 PTDSS1 PUF60 PYCR1 PYCR2 RAB3GAP1 RAB3GAP2 RAC3 RAD51 RECQL4 RELN RERE RNF113A RNU4ATAC ROBO1 RPGRIP1L RSPO2 RTTN RXYLT1 SALL1 SARS1 SASS6 SCYL2 SEC31A SF3B2 SHANK3 SHH SIX3 SIX6 SKI SLC12A2 SLC12A6 SLC25A1 SLC25A19 SLC30A9 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMO SOX11 SOX2 SOX3 SOX4 SPEN SPG11 STAG2 STIL SUFU SUPT16H SUZ12 TAF13 TARS1 TBC1D23 TCF12 TCTN3 TDGF1 TGIF1 THUMPD1 TMEM237 TMEM260 TNR TP73 TRAPPC10 TRAPPC12 TRAPPC14 TTC5 TUBA1A TUBA8 TUBB TUBB2B TUBB3 UBE4B VAC14 VANGL2 VAX1 WARS1 WDR35 WDR4 WDR62 WNT3 YARS1 YY1 ZBTB18 ZEB2 ZIC1 ZIC2 ZNF148 ZNF335 ZNF462 ZNF699 ZSWIM6 HP_AGENESIS_OF_INCISOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_AGENESIS_OF_INCISOR ARHGAP29 ARHGEF38 AXIN2 B3GLCT BCOR BLM BMP4 CDC42BPB CDH1 CDH11 COBLL1 DLG1 DLX3 DLX4 EDA EDARADD EIF4A3 ERCC3 FGFR1 GLI2 IRF6 LRP6 MSX1 NAA10 NECTIN1 NEK1 PAX9 PDGFRA RIC1 RIPK4 SUMO1 TGFA TP63 WNT10A WNT10B HP_AGENESIS_OF_LATERAL_INCISOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_AGENESIS_OF_LATERAL_INCISOR ARHGAP29 ARHGEF38 AXIN2 B3GLCT BCOR BLM BMP4 CDH1 COBLL1 DLG1 DLX4 EDA EDARADD ERCC3 FGFR1 IRF6 LRP6 MSX1 NAA10 NECTIN1 PAX9 PDGFRA RIC1 SUMO1 TGFA TP63 WNT10A WNT10B HP_AGENESIS_OF_MAXILLARY_INCISOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_AGENESIS_OF_MAXILLARY_INCISOR AXIN2 B3GLCT BCOR BLM EDA EDARADD ERCC3 FGFR1 IRF6 LRP6 MSX1 NAA10 PAX9 RIPK4 SUMO1 TGFA WNT10A WNT10B HP_AGENESIS_OF_PERMANENT_TEETH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_AGENESIS_OF_PERMANENT_TEETH C1R C1S CREBBP DVL3 EP300 GNB2 KCTD1 LRP6 MESD MSX1 OFD1 RAB23 RAD51 RECQL4 RIPK4 SATB2 UBR1 WDR35 WNT10A HP_AGE_OF_DEATH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_AGE_OF_DEATH AARS2 ABAT ABCA12 ABCA3 ABCB11 ACAD9 ACADVL ACOX1 ACTA1 ACTB ACTG2 ACTL6B ACTN2 ADCY5 ADCY6 AFF3 AIMP1 AIMP2 ALB ALG1 ALG11 ALG14 ALG8 ALPL AMT ANTXR2 AP1S1 APP ARHGEF9 ARX ASCL1 ASXL3 ATAD3A ATG7 ATP1A2 ATP5F1A ATP5MK ATP6AP1 ATP7A ATPAF2 ATRX BAZ1B BCL7B BCS1L BIN1 BMPR1B BOLA3 BRAT1 BUD23 C18orf32 C2orf69 CAD CALCRL CAMSAP1 CCDC22 CD3G CD96 CDC40 CDK5 CDON CENPF CEP120 CEP55 CLCF1 CLCN3 CLIP2 CLN8 CNOT1 CNTN1 CNTNAP1 COASY COG6 COG7 COL11A1 COL2A1 COX10 COX11 COX16 COX5A COX8A CPT2 CRIPT CRLF1 CRLS1 CRPPA CRTAP CRYAB CST3 CTSD DCX DHCR7 DLD DLK1 DLL3 DNAJC30 DNM1L DNM2 DOLK DONSON DPH1 DPH5 DPM2 DPYSL5 DSP DTYMK DYNLT2B ECHS1 EDNRB EFL1 EIF4H ELAC2 ELN ELOVL4 EMG1 ENG EPCAM EPG5 ERCC1 ERCC2 ERCC4 ERCC5 ERCC6 ESCO2 ETFA ETFB ETFDH ETHE1 EXOC8 EXOSC8 EXTL3 FADD FAM111A FAM20C FAN1 FANCB FARS2 FCGR3B FCHO1 FGA FGB FGFR3 FGG FHL1 FKBP6 FKRP FLI1 FLNA FLNB FOXF1 FRAS1 FREM2 FTO FXR1 GAD1 GATC GBA1 GDF5 GET3 GFAP GFM2 GLB1 GLDC GLE1 GLI3 GLUL GNPTAB GPC3 GPC4 GPHN GPR161 GRIP1 GRM7 GTF2I GTF2IRD1 GTF2IRD2 HADHB HBB HDAC6 HESX1 HEXB HMGCL HOXA13 HSPG2 HTRA2 HYLS1 IDUA IKBKB IL6ST INTU ITGA6 ITGB4 ITPA JAK2 JAM3 JPH2 KARS1 KIF20A KLHL40 KRAS KRT5 LAMA3 LAMB2 LAMB3 LAMC2 LAT LBR LGI4 LHX4 LIFR LIMK1 LIPA LIPT1 LIPT2 LMNA LMOD1 LMOD2 LMOD3 LRPPRC LTBP4 LTC4S LYRM7 MADD MALT1 MBTPS2 MDFIC MEG3 MESP2 METTL27 MFF MFSD2A MGP MLH1 MLH3 MLXIPL MOCS2 MPDU1 MPI MPL MRM2 MRPL3 MRPL44 MRPS16 MRPS22 MRPS34 MSH2 MSH6 MT-TN MT-TS1 MTMR14 MTX2 MUSK MYF6 MYH11 MYH6 MYH7 MYL1 MYL2 MYLK MYO5B NADK2 NADSYN1 NAXD NAXE NCF1 NDUFA2 NDUFAF3 NDUFAF4 NDUFB10 NDUFB11 NDUFB8 NDUFS4 NDUFS6 NDUFS7 NDUFV1 NDUFV2 NEB NEK8 NFIX NFS1 NFU1 NHLRC2 NLRP7 NPC2 NPHP3 NR1H4 NRAS NSD2 NSDHL NSF NUP214 NUP88 NXN OAS1 OCRL OGDH ORAI1 ORC1 OSTM1 PAICS PAM16 PET100 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PHGDH PHOX2B PIGA PIGB PIGY PIK3CA PIP5K1C PITX1 PKHD1 PLCB3 PLEC PLIN1 PLVAP PLXND1 PMM2 PMS1 PMS2 POLG POLR3A POLR3B POMT2 POR POT1 PPCS PPFIBP1 PPIL1 PQBP1 PROKR2 PRPS1 PSAP PSAT1 PSMB8 PTF1A PTH1R PTPRC QRSL1 RAB27A RAD51C RARB RARS2 RBM10 RBM8A REC114 RET REV3L RFC2 RHAG RHCE RHD RINT1 RMND1 RNASEH2A RNASEH2C RNU4ATAC ROBO1 ROR2 RPL3L RPS6KA3 RTL1 RYR1 SATB1 SCN1B SCN4A SCO2 SCYL2 SDHD SEC31A SERPINC1 SERPINE1 SERPINH1 SFTPB SIK1 SLC17A5 SLC25A19 SLC25A22 SLC25A24 SLC25A4 SLC25A46 SLC26A2 SLC33A1 SLC35D1 SLC52A3 SLC9A6 SMARCD2 SMN1 SMO SMOC1 SMPD4 SNAP29 SNRPB SOST STAT2 STRA6 STT3B STX1A STX3 SUCLG1 SUOX SURF1 TARS2 TBL2 TBXT TFAM TGFBR2 THPO THSD1 TIMMDC1 TK2 TMEM260 TMEM270 TMEM70 TNFRSF11A TNNI3 TOR1A TPI1 TPP2 TRIP11 TRMT10C TRMU TSEN2 TSEN54 TSFM TSPYL1 TTC26 TTC7A TUFM TYMP UBR1 VIPAS39 VPS33A VPS33B VPS35L VPS37D VPS4A VPS50 WASHC5 WDR11 WRN WT1 ZIC3 ZMPSTE24 ZNFX1 HP_AGGRESSIVE_BEHAVIOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_AGGRESSIVE_BEHAVIOR ABCA2 ADAT3 ADNP ADSL AFF2 AGO1 AGO2 ALDH4A1 ALDH5A1 ALG14 AMT ANK3 AP1G1 AP1S2 APC2 ARID1A ARID1B ARID2 ARPC4 ATP13A2 ATP1A2 ATP1A3 ATP7B ATP9A ATXN10 BCAP31 BCOR BCORL1 BPTF BRF1 C12orf4 CACNA1A CACNB4 CAMK2B CAMTA1 CDC42BPB CEP152 CEP290 CEP85L CHD2 CHD5 CHD8 CHKA CHMP2B CILK1 CLCN2 CLCN4 CLN3 CLN5 CNTNAP2 CREBBP CTNNB1 CUL4B CUX2 CYP27A1 DCDC2 DDX3X DEAF1 DGCR2 DGCR6 DGCR8 DHCR7 DNM1 DNMT3A DPAGT1 DPF2 DPYD DPYSL5 DYNC1I2 DYRK1A EBP ECM1 EEF1A2 EFHC1 EHMT1 EIF2S3 ELP2 ENTPD1 EP300 ESS2 FBXL3 FBXW11 FGF14 FIG4 FMO3 FMR1 FOXG1 FOXP1 FRMPD4 FRRS1L FTSJ1 GABRA1 GABRB3 GABRD GAMT GDAP2 GLDC GNB1 GNS GRIA3 GRIK2 GRIN2A GRN HDAC4 HDC HECTD4 HEPHL1 HERC2 HIVEP2 HNRNPH2 HSD17B10 HTRA1 HTT IFNG IMPA1 INPP5E IQSEC1 IQSEC2 JARID2 JRK KCNQ3 KCNT1 KDM3B KDM4B KDM5B KDM5C KIF11 KMT2A KMT2E KMT5B KNL1 LEPR LINGO1 LINS1 LMAN2L MAB21L1 MAN1B1 MANBA MAOA MAPK1 MAPK10 MAPT MBD5 MECP2 MED12 MED12L MED13L MED25 METTL5 MGAT2 MYT1L NAA10 NAGLU NAGS NAXD NBEA NDP NDST1 NEXMIF NFASC NFIB NKAP NONO NRCAM NSD1 NSD2 NSDHL OCRL ODC1 PACS1 PAH PAK3 PCDH19 PDE2A PGM2L1 PHIP PIDD1 PIGH PIGY PLA2G6 POGZ POU4F1 PPP2R5D PRKAR1B PRNP PRODH PRRT2 PSEN1 PSMB1 PSMD12 PTCHD1 PUS3 PUS7 PYCR2 RBBP8 RFX7 RLIM RORB RUSC2 SARS1 SASS6 SATB2 SCN1A SETBP1 SETD1A SETD2 SH2B1 SHANK3 SHMT2 SIN3A SLC1A3 SLC25A13 SLC2A1 SLC2A3 SLC52A2 SLC6A17 SLC6A8 SLITRK1 SLITRK2 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SOX11 SOX4 SOX5 SPAST SPEN SPR SPTBN1 SQSTM1 SRCAP STEEP1 STT3A SUCLG1 SUPT16H SYN1 TBP TBX1 TCF20 TCF4 TDO2 TFE3 TIMM50 TMEM106B TMEM147 TMEM222 TMEM231 TMEM240 TMEM67 TRAPPC10 TREM2 TRIO TRIP12 TSC1 TSC2 TTC19 TTC5 TTI2 TYROBP UBE2A UBE3C UBE4A UBTF UQCC2 UROC1 USP7 USP9X VCP VPS13A VPS16 WAC WARS2 WDR45 WDR62 ZBTB20 ZMIZ1 ZMYND11 HP_AGITATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_AGITATION ABCA7 ABCC8 ACAT1 ADA2 ADCY5 AFF2 ALAD ANG ANXA11 APP ATP6V0A1 ATXN2 BRAT1 CACNA1A CCNF CDKL5 CFAP410 CHCHD10 CHMP2B COX10 CYP27A1 DAO DCDC2 DCTN1 DCX DEAF1 DNAJC13 DNAJC6 ECE1 EIF2S3 EIF4G1 EPHA4 ERBB4 FGF12 FIG4 FUS GABBR2 GBA1 GIGYF2 GLE1 GLS GLT8D1 GNAS GNS GRN H4C5 HNF1A HNF4A HNRNPA1 HSD17B10 HTRA2 HTT IGF1R KCNJ11 KIF11 LRRK2 LSS MATR3 MECP2 MED13L NAGS NDST1 NEFH NEK1 NTNG1 OPTN PAK3 PARK7 PDE11A PFN1 PINK1 PODXL PON1 PON2 PON3 PPARGC1A PRKAR1A PRKN PRPH PSEN1 PSEN2 PTS SATB1 SLC2A3 SMC1A SNCA SOD1 SORL1 SPAST SPTBN1 SQSTM1 SUOX SYNJ1 TAF15 TARDBP TBK1 TMEM67 TOMM40 TRANK1 TREM2 TSHR UBQLN2 UCHL1 UCP2 UNC13A VAPB VCP VPS13C VPS35 WAC HP_AGNOSIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_AGNOSIA ABCA7 ABCD1 APOE APP ATP6AP2 BMPR1A CEP85L CHMP2B EPCAM EPRS1 FAN1 GRN KRAS MAPT MLH1 MLH3 MSH2 MSH6 PIK3CA PMS1 PMS2 PSEN1 PSEN2 RPS20 SEMA4A SORL1 TGFBR2 TMEM106B TOMM40 TREM2 TYROBP HP_AGYRIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_AGYRIA CDK5 CEP85L CRPPA DAG1 DCX FKRP FKTN KIF2A LARGE1 PAFAH1B1 POMK POMT1 POMT2 TMTC3 TUBA1A TUBB2B TUBB3 TUBG1 HP_AIRWAY_HYPERRESPONSIVENESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_AIRWAY_HYPERRESPONSIVENESS ALOX5 CCL11 HLA-G HNMT IL13 MUC7 PLA2G7 SCGB3A2 TNF HP_AIRWAY_OBSTRUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_AIRWAY_OBSTRUCTION ACTC1 AHDC1 ALMS1 APC ARVCF BLM BTNL2 CARMIL2 CCDC103 CCDC39 CCDC40 CCDC65 CCNO CEACAM3 CEACAM6 CFAP221 CFAP298 CFAP300 CFAP74 CFTR CITED2 CLCA4 COL11A1 COMT CTLA4 CYBA CYBB CYBC1 DCTN4 DDRGK1 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAL1 DNASE1L3 DRC1 EDNRA ENG F12 FGFR2 FGFR3 FOXJ1 GAS2L2 GAS8 GATA4 GATA6 GCLC GLA GNE GP1BB GSTM3 GUSB HFE HIRA HLA-DPA1 HLA-DPB1 HLA-DRB1 HMOX1 HYDIN IDS JMJD1C KCNJ6 KCNN4 KIF22 LMNA LRRC56 MCIDAS MGP MIF MMP1 MPEG1 MYH6 NCF1 NCF2 NCF4 NEK10 NFIX NFKB1 NKX2-5 NME5 NME8 ODAD1 ODAD2 ODAD3 ODAD4 OFD1 POGLUT1 POR PRTN3 PTPN22 RAC2 RPGR RREB1 RSPH1 RSPH3 RSPH4A RSPH9 SCNN1A SCNN1B SCNN1G SEC24C SERPINA1 SH3BP2 SLC11A1 SLC26A9 SLC6A14 SLC9A3 SOX9 SPAG1 SPEF2 STK36 STX1A TBX1 TBX20 TGFB1 THSD4 TLL1 TTC12 UFD1 VPS33A WAS WIPF1 XPNPEP2 ZMPSTE24 ZMYND10 ZSWIM6 HP_AKINESIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_AKINESIA ATP13A2 CHRNA1 CHRND CHRNG CNTN1 CP DCTN1 DNAJC13 DNAJC6 DOK7 DPAGT1 EIF4G1 ERBB3 FGF14 FLVCR2 FXR1 GBA1 GIGYF2 KARS1 KIF21A LRRK2 MAPT MUSK MYOD1 NDUFA13 NEB NR4A2 NUP88 PANK2 PODXL RAPSN SLC18A3 SNCA SYNJ1 TMEM240 TOR1A TUBA1A VPS13C VPS35 WDR45 HP_ALACRIMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ALACRIMA AAAS CLDN10 DST ELP1 FGF10 FGFR2 FGFR3 GMPPA MADD NGLY1 PAX1 PIGQ SETBP1 SLC12A2 SOX10 TRAPPC11 HP_ALBINISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ALBINISM AP3B1 AP3D1 BLOC1S3 BLOC1S5 CACNA1F DTNBP1 EDNRB EPG5 HPS1 HPS3 HPS4 HPS5 HPS6 LRMDA MC1R MITF OCA2 SLC45A2 TYR TYRP1 WDR45 HP_ALBUMINURIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ALBUMINURIA ABCC8 ALG5 ALG9 BICC1 CUBN DNAJB11 GALT GANAB GCK IER3IP1 IFT140 INS KCNJ11 MIA3 PDX1 PEX1 PKD1 PKD2 SLC37A4 STAT3 HP_ALCOHOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ALCOHOLISM ADH1B ADH1C BCOR FIP1L1 GABRA2 HTR2A HTT IRF2BP2 LEMD3 NABP1 NPM1 NUMA1 PML PRKAR1A RARA SGCE SLC2A3 STAT3 STAT5B TAS2R16 TBK1 TBL1XR1 TICAM1 TLR3 TRAF3 UNC93B1 ZBTB16 HP_ALEXIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ALEXIA CHMP2B GRN MAPT PSEN1 TMEM106B TREM2 VCP HP_ALKALOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ALKALOSIS AIP ASL ASS1 BSND CA5A CACNA1D CLCN2 CLCNKA CLCNKB CPS1 CYP17A1 HLA-B HSD11B2 IKZF1 KCNJ1 KCNJ10 KCNJ5 NARS2 NR3C1 OTC SARS2 SCNN1A SCNN1B SCNN1G SLC12A1 SLC12A3 SLC25A15 SLC26A3 USP8 HP_ALLERGIC_RHINITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ALLERGIC_RHINITIS CARMIL2 CDSN COX4I2 CPN1 IGHG2 IGKC IL21R IL4R KRT74 MS4A2 PGM3 PLA2G7 PLCG2 SIK3 SLC27A4 SPINK5 HP_ALLERGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ALLERGY ABCC9 ADA ARL6 BBS1 CAMK2B CARD11 CARMIL2 CCDC28B CDSN CHD1 COX4I2 CPN1 CSTA CTLA4 DOCK8 DPP9 DSG1 FOCAD FOXP1 FOXP3 IGHG2 IGKC IL21R IL4R IL6ST IPO8 JAK1 KRT74 MS4A2 MTOR PGM3 PLA2G7 PLCG2 PSTPIP1 RBM8A SIK3 SLC27A4 SOX6 SPINK5 SPTBN1 TGM5 HP_ALOBAR_HOLOPROSENCEPHALY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ALOBAR_HOLOPROSENCEPHALY FGFR1 PLCH1 PTCH1 SIX3 STAG2 ZIC2 HP_ALOPECIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ALOPECIA AARS1 ABCA12 ABCD1 ABHD5 ACVR1 ADA AEBP1 AHSG AIRE ALMS1 ALOX12B ALOXE3 ALX4 ANAPC1 ANTXR1 AP1B1 APCDD1 ARHGAP31 ARMC5 ATP7A ATR BANF1 BANK1 BAP1 BCS1L BLK BLM BMP2 BTD BTK BTNL2 C4A C4B CARS1 CASR CD28 CDSN CERS3 CHD7 CLDN1 COL17A1 COL18A1 COL3A1 COL7A1 CR2 CSTB CTC1 CTLA4 CWC27 CYP11B1 DCAF17 DCLRE1C DDB2 DKC1 DLL4 DMXL2 DNASE1 DOCK6 DOLK DSG4 DSP DVL1 DVL3 EBP ECM1 EDAR EDARADD EDNRA EOGT EPS8L3 ERCC2 ERCC3 ERCC4 ERCC5 ETS1 EXOSC2 FAM111B FCGR2B FCGR3B FGFR1 FLI1 FLNA FOXN1 FOXP3 FTL FZD2 GATA1 GJA1 GJB2 GJB3 GJB4 GJB6 GNA11 GNAS GTF2E2 GTF2H5 H6PD HEPHL1 HFE HLA-B HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB1 HLCS HR HRAS HRURF HTRA1 IGHG1 IKBKG IL10 IL2RA IL2RG IL7R IPO8 IRAK1 IRF5 ITGAM ITGB4 ITGB6 JAZF1 JUP KANSL1 KCTD1 KDF1 KDM5C KDSR KIAA0319L KLHL24 KRAS KRT14 KRT16 KRT17 KRT5 KRT6A KRT6B KRT74 KRT81 KRT83 KRT85 KRT86 LAMA3 LAMB3 LAMC2 LIG4 LIPH LMNA LORICRIN LPAR6 LSS MAP2K2 MBTPS2 MCCC2 MECP2 MGP MMP1 MOGS MPLKIP NECTIN1 NECTIN4 NFKB1 NFKB2 NHP2 NIPAL4 NOP10 NOTCH1 NPM1 NRAS NSDHL NXN ODC1 OFD1 P4HA2 PADI3 PARN PDCD1 PERP PEX7 PI4KA PIK3R1 PKP1 PLEC PNPLA1 PNPLA6 POLR3A PORCN PRKACA PRKCD PTPN22 PXK RAG1 RAG2 RBM28 RBPJ RECQL4 RHOA RIN2 RIPK4 RMRP RNF113A RNU4ATAC ROR2 RPL21 RTEL1 SASH1 SAT1 SDR9C7 SLC27A4 SLC29A3 SLC30A2 SLC39A4 SLITRK1 SMARCA2 SNRPE SOX18 SPP1 SREBF1 STAT4 STUB1 SULT2B1 TARS1 TERC TERT TGM1 TGM3 TINF2 TLR7 TNFAIP3 TNFRSF1B TNFSF4 TNIP1 TP63 TRAC TREX1 TRPV3 TTC7A TYMS UBE2L3 UBR1 UQCRFS1 UROD UROS USB1 VDR WNT10A WNT5A WRAP53 WRN XPA XPC ZMPSTE24 ZNF341 ZPR1 HP_ALOPECIA_OF_SCALP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ALOPECIA_OF_SCALP AARS1 CARS1 CDSN CLDN1 COL17A1 COL18A1 COL3A1 DCLRE1C EBP ECM1 ERCC2 ERCC3 GATA1 GJB2 GJB6 GTF2E2 GTF2H5 HTRA1 ITGB4 KDF1 KLHL24 KRT14 KRT74 LAMA3 LAMB3 LAMC2 MAP2K2 MBTPS2 MPLKIP PI4KA PKP1 PLEC POLR3A RHOA RNF113A SASH1 SLC27A4 SLC29A3 SLC39A4 TARS1 TP63 TTC7A UROD UROS WRN HP_ALOPECIA_TOTALIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ALOPECIA_TOTALIS ALX4 ANAPC1 DSP FOXN1 GJB6 JUP LMNA LSS MBTPS2 NFKB2 RECQL4 RIPK4 UQCRFS1 ZMPSTE24 HP_ALOPECIA_UNIVERSALIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ALOPECIA_UNIVERSALIS AHSG AIRE DSP HR IL2RA LMNA PERP PKP1 SNRPE TRPV3 VDR HP_ALTERNATING_ESOTROPIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ALTERNATING_ESOTROPIA APC CDC42BPB CLCN6 COG8 DPP6 LMBRD2 LMNB1 MPDZ PPP2R5D SLC38A8 HP_ALVEOLAR_CELL_CARCINOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ALVEOLAR_CELL_CARCINOMA BRAF CASP8 CYP2A6 EGFR ERBB2 ERCC6 FASLG IRF1 KRAS MAP3K8 MUC5B PIK3CA PPP2R1B PRKN SFTPA2 SFTPC SLC22A18 TERT HP_ALVEOLAR_RHABDOMYOSARCOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ALVEOLAR_RHABDOMYOSARCOMA DICER1 FOXO1 KEAP1 PAX3 PAX7 HP_ALVEOLAR_RIDGE_OVERGROWTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ALVEOLAR_RIDGE_OVERGROWTH BRF1 CD96 DHCR24 DPH5 FTO NTRK1 OFD1 PIGA RBM10 SH3BP2 SNRPN TBX15 WDR4 HP_ALZHEIMER_DISEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ALZHEIMER_DISEASE ABCA7 APOE APP CACNA1G GATA1 MPO NOS3 PLAU PSEN1 PSEN2 HP_AMAUROSIS_FUGAX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_AMAUROSIS_FUGAX ADA2 ADRA2B ATP1A2 BMPR1A CACNA1A CALR CNTN2 CTNND2 EPCAM FAN1 HLA-B HLA-DRB1 IL12B JAK2 KRAS MARCHF6 MLH1 MLH3 MLX MPL MSH2 MSH6 P4HA2 PIK3CA PMS1 PMS2 PRRT2 PTPN22 RPS20 SAMD12 SCN1A SEMA4A SH2B3 TET2 TGFBR2 TP53 YEATS2 HP_AMBIGUOUS_GENITALIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_AMBIGUOUS_GENITALIA AKR1C2 AKR1C4 AR ARX ATP6V1B2 ATRX B9D1 B9D2 BDNF BMP15 BNC1 BUB1 BUB1B BUB3 CC2D2A CDON CEP120 CEP290 CEP41 CEP57 CHD4 CILK1 CKAP2L COX7B CSPP1 CTU2 CYB5A CYP11A1 CYP11B1 CYP17A1 CYP19A1 DHCR24 DHCR7 DHX37 DISP1 DLL1 DMRT3 DYNC2H1 DYNC2I1 DYNC2I2 FDXR FGF8 FGFR1 FOXH1 FRAS1 FREM2 FSHR FUZ FZD2 GAS1 GATA4 GLI2 GLI3 GRIP1 HCCS HOXD13 HSD17B3 HSD3B2 IFT80 IFT81 IGF2 IRF6 MAP3K1 MINPP1 MKS1 MRPS22 MSH4 MYRF NDUFB11 NEK1 NODAL NR0B1 NR2F2 NR3C1 NR5A1 NUP107 PAX6 PBX1 POLR3H POR PSMC3IP PTCH1 RIPK4 RPGRIP1 RPGRIP1L RSPO1 SC5D SHH SIX3 SOX3 SOX9 SPIDR SRD5A2 SRY SUFU TBC1D24 TBX15 TCTN1 TCTN2 TCTN3 TDGF1 TGIF1 TMEM107 TMEM216 TMEM231 TMEM237 TMEM67 TNXB TOE1 TRAIP TRIP13 TSPYL1 TWIST2 TXNDC15 VAMP7 VANGL1 WDR35 WNT4 WT1 WWOX ZFPM2 ZIC2 ZNF699 ZSWIM7 HP_AMBIGUOUS_GENITALIA_FEMALE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_AMBIGUOUS_GENITALIA_FEMALE CYP11B1 CYP19A1 DHCR24 HSD3B2 MKS1 SRY TBX15 TNXB WT1 HP_AMBIGUOUS_GENITALIA_MALE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_AMBIGUOUS_GENITALIA_MALE CYB5A CYP11A1 CYP17A1 DHCR24 HSD3B2 MKS1 SC5D SRD5A2 SRY TBX15 TSPYL1 WT1 HP_AMBLYOPIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_AMBLYOPIA ACVRL1 ADAMTSL4 ADNP AFF4 AP1G1 AP4B1 AP4E1 AP4M1 AP4S1 ARHGEF2 ATOH7 B3GAT3 C1QBP CBS CDC42BPB CHN1 CHST3 CLCN6 CLN3 COL11A1 COL25A1 COL4A1 COL8A2 COL9A1 COL9A2 COL9A3 COX7B CRYAA CRYBB1 CRYGC DNMBP DPP6 DYRK1A ELN ELP4 ENG EPRS1 ERF FBN1 FGFR2 FGFR3 FLNA FOXL2 FZD4 GDF2 GPR143 GRHL2 H1-4 H4C3 HCCS HDAC4 HPS6 KAT6A KCNN2 KIF11 KIF21A KMT2D LAMA1 LIM2 LMBRD2 MAFB MAP3K7 MED12 MED25 MICU1 MLXIPL NDP NDUFB11 NF2 NFIX NOG NPHP4 NR2F1 OCRL OGT OVOL2 P4HTM PAX6 PDZD8 PHOX2A PIGN PITX2 POLR3GL PRR12 PRSS56 PUF60 RIC1 RORA RRAS2 SALL4 SCN8A SF3B2 SMAD4 SMCHD1 SMO SOBP TANGO2 TASP1 TBX1 TFE3 TRIO TUBA1A TUBB2B TUBB3 TWIST1 UFC1 VSX1 WAC WARS2 WDR26 XYLT2 YME1L1 ZEB1 ZFHX4 ZMIZ1 HP_AMEGAKARYOCYTIC_THROMBOCYTOPENIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_AMEGAKARYOCYTIC_THROMBOCYTOPENIA BRAF HOXA11 MAP2K1 MECOM MPL PTPN11 HP_AMELOGENESIS_IMPERFECTA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_AMELOGENESIS_IMPERFECTA ACP4 AMBN AMELX AMTN CLDN19 CNNM4 DLX3 DNAJC21 ENAM FAM20A FAM83H GPR68 ITGB6 KLK4 LAMA3 LAMB3 LTBP3 MMP20 ODAPH ORAI1 PEX1 PEX6 RELT ROGDI SATB1 SLC10A7 SLC13A5 SLC24A4 SMARCD2 SP6 STIM1 TMEM165 WDR72 HP_AMENORRHEA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_AMENORRHEA AGPAT2 AIP AKT1 ANOS1 ANTXR1 AR ATRX AXL BAP1 BMP15 BMP2 BMP6 BMPR1B BNC1 BPTF BRAF BRD4 BSCL2 C14orf39 CAV1 CAVIN1 CCDC141 CDH23 CDKN1A CDKN1B CDKN2B CDKN2C CDON CHD7 CISD2 CLPP CPE CTDP1 CYB5A CYP17A1 CYP19A1 DCC DHH DHX37 DIAPH2 DMRT3 DUSP6 EIF2B1 EIF2B2 EIF2B3 EIF2B4 ERAL1 ERCC6 ESR1 ESR2 FANCM FEZF1 FGF17 FGF8 FGFR1 FIGLA FLRT3 FOS FOXA2 FOXL2 FSHB FSHR GALT GATA3 GATA4 GDF9 GLI2 GNRH1 GNRHR GPR161 HAMP HARS2 HDAC8 HERC2 HESX1 HFE HFM1 HJV HS6ST1 HSD17B4 HSF2BP IL17RD ITGA8 KISS1 KISS1R KPNA7 LARS2 LEP LEPR LHB LHX4 LIG4 LMNA MAGEL2 MAP3K1 MCM8 MCM9 MEN1 MKRN3 MOS MRPS22 MSH4 MSH5 MSTO1 NDN NDNF NF2 NHLH2 NIN NIPBL NOBOX NPAP1 NR0B1 NR3C1 NR5A1 NSMF NUP107 OCA2 OTX2 PAPSS2 PCSK1 PDGFB PEX1 PEX6 PIK3CA POF1B POLG POLG2 POLR3H POR POU1F1 PPARG PRKAR1A PRLR PROK2 PROKR2 PROP1 PRORP PSMC3IP PSMD12 PWAR1 PWRN1 RAD21 RCBTB1 RNF216 ROBO1 SEMA3A SEMA3E SIM1 SLC29A3 SMARCB1 SMARCE1 SMC1A SMC3 SMCHD1 SMO SNORD115-1 SNORD116-1 SNRPN SOHLH1 SOX10 SOX3 SOX9 SPIDR SPRY4 SRA1 SRY STAG3 SUFU SYCE1 TAC3 TACR3 TBL1X TERT TFR2 TKT TP53 TP63 TRAF7 TRMT10A TWNK USP48 USP8 VAMP7 WDR11 WNT4 WNT7A WRN WT1 WWOX YARS1 ZFPM2 ZSWIM7 HP_AMINOACIDURIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_AMINOACIDURIA AASS ABCD4 ACADM AGXT2 ALDH4A1 ALDH5A1 ALDH6A1 ALDOB AMT ARG1 ASL ASPA ASPH ATP7B ATPAF2 BCS1L CAMKMT CASR CBS CLCN5 CLTRN COA8 CPS1 CTH CTNS CYP27B1 CYP2R1 DDB2 DGUOK DHTKD1 DMGDH EHHADH ERCC2 ERCC3 ERCC4 ERCC5 ETFA ETFB ETFDH FAH FARS2 FH FOCAD FTCD GALE GALT GATM GCLC GEMIN4 GGT1 GLDC GLYCTK GPHN GSS GUCY2D HAL HCFC1 HGD HIBCH HNF4A IBA57 IVD KYNU LETM1 LIPT1 LMBRD1 MARS1 MCCC2 MMACHC MMADHC MOCS1 MOCS2 MT-TN MT-TS1 MTHFR MTR MTRR NADK2 NAGA NDUFAF6 NEU1 NFS1 NFU1 NGLY1 OAT OCRL OPLAH OTC PCCA PCCB PET100 PEX1 PEX5 PHYKPL PLOD2 PPM1B PRDX1 PREPL PRODH RRM2B SARDH SLC13A3 SLC19A2 SLC1A1 SLC25A13 SLC25A15 SLC2A2 SLC34A1 SLC35A1 SLC36A2 SLC3A1 SLC6A18 SLC6A19 SLC6A20 SLC7A7 SLC7A9 SPINK5 SUCLA2 SUOX SURF1 TDO2 TK2 TNFRSF11A TNFRSF11B TRNT1 TRPV6 UMPS UQCRB VIPAS39 VPS33B XPA XPC HP_AMNIOTIC_CONSTRICTION_RING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_AMNIOTIC_CONSTRICTION_RING FERMT1 GJA1 GJB2 GLE1 KANK2 KRT1 LORICRIN POMP SMARCAD1 TP63 TRPV3 HP_AMYLOIDOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_AMYLOIDOSIS APOA1 APOE APP ASXL1 B2M CCND1 COL7A1 CST3 FGA GPR35 GSN IL31RA ITM2B KIT LIG4 LYZ MEFV MMP1 MST1 NLRP1 NLRP3 OSMR POLA1 PRNP PSEN2 RET SAA1 SEMA4D SLC7A7 SRSF2 TACSTD2 TCF4 TET2 TNFRSF1A TTR HP_AMYOTROPHIC_LATERAL_SCLEROSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_AMYOTROPHIC_LATERAL_SCLEROSIS ALS2 ANG ANXA11 ATXN2 C9orf72 CCNF CFAP410 CHCHD10 CHMP2B CYLD DAO DCTN1 EPHA4 ERBB4 FIG4 FUS GLE1 GLT8D1 HNRNPA1 HNRNPA2B1 KIF5A MAPT MATR3 NEFH NEK1 OPTN PFN1 PON1 PON2 PON3 PPARGC1A PRPH PSEN1 SETX SIGMAR1 SOD1 SPG11 SPTLC1 SQSTM1 TAF15 TARDBP TBK1 TIA1 TREM2 TRPM7 TUBA4A UBQLN2 UNC13A VAPB VCP HP_ANAL_ATRESIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANAL_ATRESIA ABL1 AMER1 AR ARVCF B3GLCT BCOR BRCA1 BRCA2 BRIP1 CAPN15 CCDC22 CCNQ CD19 CD81 CDC45 CDH1 CEP120 CHD7 CHRM3 COMT COX7B CR2 CTNND1 DACT1 DCHS1 DPYS DPYSL5 DYNC2H1 DYNC2I1 DYNC2I2 EHMT1 EMC1 EPCAM ERCC4 EXTL3 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FGFR2 FKRP FKTN FOXF1 FRAS1 FREM2 FUZ GATA1 GDF3 GDF6 GLI3 GP1BB GPC3 GPC4 GRIP1 HCCS HIRA HOXD13 HSPA9 ICOS IFT80 INTU IRF2BP2 JMJD1C KAT6B KDM6A KIF7 KMT2C KMT2D LARGE1 LONP1 MAD2L2 MAMLD1 MED12 MEOX1 MID1 MKKS MKS1 MNX1 MS4A1 MYCN NAA10 NBN NDUFB11 NFKB1 NFKB2 PALB2 PERCC1 PIGN PIGO PITX2 POMT1 POMT2 PPP2R3C PQBP1 PRKCD RAD51 RAD51C RECQL4 RFWD3 RIPK4 RNU12 RREB1 RSPO2 SALL1 SALL4 SEC24C SIN3A SLX4 SPINT2 TBC1D23 TBX1 TBX3 TBXT TCTN3 THOC6 TNFRSF13B TNFRSF13C TNFSF12 TNRC6B TWIST1 TWIST2 UBE2T UBR1 UFD1 UPB1 USP9X VANGL1 VPS35L WASHC5 WDR35 WNT3 WNT7A XRCC2 ZIC3 HP_ANAL_FISSURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANAL_FISSURE ADAM17 COL7A1 CYBC1 EGFR MMP1 HP_ANAL_FISTULA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANAL_FISTULA CD3G ELF4 KDM6A KMT2D MNX1 NCF4 PKP1 SYK TGFB1 HP_ANAL_STENOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANAL_STENOSIS AMER1 CACNA1C CDC45 CDH11 CHD7 DCHS1 FAT4 FERMT1 FOXC1 FRAS1 FREM1 FREM2 GRIP1 HES7 KAT6B KDM6A KMT2D LIG4 MED12 MNX1 NBN NSUN2 PGAP2 PIGN PIGO PITX2 RIPK4 RMRP SALL1 SALL4 SMO SNRPB TBX3 TP63 HP_ANARTHRIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANARTHRIA ALDH18A1 ALS2 ATP13A2 DNAJC6 FA2H FAR1 FTL FUS KMT2B PODXL SIGMAR1 SPG11 SPTLC1 SYNJ1 TBCE UBA1 HP_ANASARCA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANASARCA DEF6 DPAGT1 FARSB PLVAP PMM2 POLG PRKAG2 SCARB2 UBR1 HP_ANDROGEN_INSUFFICIENCY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANDROGEN_INSUFFICIENCY AR LHB MAMLD1 PMFBP1 SUN5 HP_ANEMIA_DUE_TO_REDUCED_LIFE_SPAN_OF_RED_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANEMIA_DUE_TO_REDUCED_LIFE_SPAN_OF_RED_CELLS ABCB6 ABCG8 ACP5 ADA ADAMTS13 ADAR AK1 ALAD ALDOA ANK1 ATP11C ATP7B BANK1 BCL11A BLK BTNL2 C3 C4A C4B CASK CASP10 CD19 CD247 CD3G CD40LG CD46 CD59 CD81 CDAN1 CFB CFH CFHR1 CFHR3 CFI CIITA COL4A1 CPOX CR2 CTLA4 CYBC1 DEF6 DGKE DNASE1 EPB41 EPB42 ETS1 FAS FASLG FCGR2A FCGR2B FCGR3B FECH FOXP3 G6PD GALT GATA1 GCLC GNB2 GP1BA GPI GPX1 GSR GSS GYPC HBA1 HBA2 HBB HBG1 HBG2 HELLPAR HK1 HLA-DRB1 HMOX1 ICOS IFIH1 IGHG1 IL10 IL2RA IL2RB IRAK1 IRF2BP2 IRF5 ITGAM ITK JAZF1 KCNN4 KDM6A KIAA0319L KLF1 KMT2D KRAS LAT LCAT LCP2 LRBA MECP2 MS4A1 NBN NFKB1 NFKB2 NHLRC2 NLRP1 NRAS NT5C3A PDCD1 PFKM PGK1 PGM3 PI4KA PIEZO1 PIGA PIGT PIK3CG PKLR PNP PRKCD PSMG2 PTPN22 PXK RAG1 RAG2 RASGRP1 RFX5 RFXANK RFXAP RHAG RHCE RHD RNU7-1 SAT1 SLC19A1 SLC2A1 SLC4A1 SOCS1 SPP1 SPTA1 SPTB STAT1 STAT3 STAT4 STIM1 STK4 THBD TLR7 TLR8 TNFAIP3 TNFRSF13B TNFRSF13C TNFRSF4 TNFSF12 TNFSF4 TNIP1 TOM1 TPI1 TPP2 TRAC TREX1 TTC7A UBE2L3 UROD UROS WAS WIPF1 ZAP70 HP_ANEMIA_OF_INADEQUATE_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANEMIA_OF_INADEQUATE_PRODUCTION ABCB7 ABCD3 ABCD4 ACVRL1 ADA2 AGGF1 ALAS2 ALDOA ALG2 AMN APC ASXL1 ATP6AP1 ATRX BCL11A BRCA1 BRCA2 BRIP1 C2orf69 CARD10 CASP10 CAT CBLIF CD55 CDAN1 CDIN1 CLCNKB CLPX COL2A1 COL7A1 COX10 COX4I2 CP CUBN DAXX DHFR DIAPH1 DNAJC19 DNAJC21 DNM1L EFL1 EIF2AK3 ELF4 ELMO2 ENG ERCC4 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FARSA FAS FASLG FDX2 FECH FGF23 FN1 FOXP3 FTCD GALNT2 GATA1 GDF2 HBA1 HBA2 HBB HBD HBG1 HBG2 HEATR3 HK1 HLA-DQA1 HLA-DQB1 HPRT1 HSCB HSPA9 IL6ST IREB2 IRX5 ISCU KARS1 KCNE1 KCNN4 KCNQ1 KIF23 KIT KLF1 LARS1 LARS2 LCAT LMBRD1 LPIN2 MAD2L2 MMACHC MMADHC MMP1 MTHFD1 MTR MTRR MVK MYD88 NAA10 OPA1 OSTM1 PALB2 PHGDH PIEZO1 PLA2G4A PNPO PRDX1 PSMB8 PSMC1 PSTPIP1 PUS1 RAC2 RACGAP1 RAD51 RAD51C RFWD3 RHAG RHCE RHD RIPK1 RMRP RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS14 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 SAMD9L SBDS SCARB2 SEC23B SF3B1 SFXN4 SHPK SLC12A3 SLC19A1 SLC19A2 SLC25A10 SLC25A21 SLC25A38 SLC29A3 SLC35C1 SLC37A4 SLC46A1 SLC4A1 SLX4 SMAD4 SMPD1 SRD5A3 SRP54 SRSF2 STK11 SUCLA2 TAFAZZIN TCN2 TEK TET2 TF TGFB1 TKFC TMPRSS6 TOR1A TPI1 TREX1 TRNT1 TSR2 UBA1 UBE2T UMPS UQCRFS1 WAS WFS1 WIPF1 XRCC2 YARS2 ZNF699 HP_ANEMIC_PALLOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANEMIC_PALLOR ALAS2 BMPR1A ENG FANCA FANCC FANCD2 FANCE SMAD4 HP_ANENCEPHALY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANENCEPHALY B4GAT1 B9D1 B9D2 CC2D2A CCL2 CEP290 CEP55 CSPP1 DACT1 FLVCR2 FUZ GPKOW HOXD13 HYLS1 KIAA0586 KIF7 MKS1 NDE1 NUAK2 PHGDH RPGRIP1 RPGRIP1L SNRPB TBX15 TBXT TCTN1 TCTN2 TCTN3 TMEM107 TMEM216 TMEM231 TMEM237 TMEM67 TRIM36 TXNDC15 VANGL1 VANGL2 WDR81 HP_ANGINA_PECTORIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANGINA_PECTORIS ABCA1 ABCC6 ABCG5 ABCG8 ACTC1 APOA1 APOB APOE ATP13A3 CTLA4 CYP27A1 ENPP1 GLA HLA-DPA1 HLA-DPB1 IDUA JAK2 JPH2 LCAT LDLR LDLRAP1 LIPC LMNA MPL PCSK9 PMM2 PNPLA2 PRTN3 PTEN PTPN22 TET2 TNNC1 TNNT2 TTR XYLT1 XYLT2 ZMPSTE24 HP_ANGIOEDEMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANGIOEDEMA ANGPT1 CPN1 DNASE1L3 F12 HS3ST6 KIT KNG1 MYOF PLCG2 PLG SERPING1 SPINK5 XPNPEP2 HP_ANGIOFIBROMAS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANGIOFIBROMAS AKT1 CDKN1A CDKN1B CDKN2B CDKN2C HRAS IFNG KLLN KRAS KRT17 MEN1 MLH1 MSH2 MSH6 NRAS PIK3CA PLCD1 PTEN SDHB SDHC SDHD SEC23B SUFU TSC1 TSC2 USF3 HP_ANGIOID_STREAKS_OF_THE_FUNDUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANGIOID_STREAKS_OF_THE_FUNDUS ABCC6 AKT1 ENPP1 GALNT3 GGCX PIK3CA PTEN TNFRSF11B XYLT1 XYLT2 HP_ANGIOKERATOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANGIOKERATOMA AGA FUCA1 GLA GLB1 MANBA NAGA HP_ANGIOSARCOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANGIOSARCOMA ANGPT2 EPHB4 FLT4 GJC2 PIEZO1 HP_ANGLE_CLOSURE_GLAUCOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANGLE_CLOSURE_GLAUCOMA ATOH7 COL18A1 FZD4 LRP5 NDP TMEM98 HP_ANGULAR_CHEILITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANGULAR_CHEILITIS AMN CAST CUBN DSC3 GJB2 GJB6 KRT16 KRT17 KRT6A KRT6B SREBF1 HP_ANGULATED_MUSCLE_FIBERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANGULATED_MUSCLE_FIBERS ANXA11 GDAP1 LRIF1 SMN1 SPTLC1 TRIP4 HP_ANHIDROSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANHIDROSIS ALOX12B ALOXE3 ALPK1 BCS1L CAMK2B CLDN10 COL25A1 COQ2 DPP9 EDA EDAR EDARADD ERCC6 ERCC8 FUCA1 KIF1A KRT14 LMNB1 MBTPS2 NFKBIA NGF NGLY1 NTRK1 PAX9 PERP PKP1 RETREG1 RYR1 SCN9A SPTLC2 TRPV3 WNK1 ZFHX4 HP_ANHYDRAMNIOS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANHYDRAMNIOS FGF20 GFRA1 ITGA8 ROBO1 TCTN2 HP_ANIRIDIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANIRIDIA BRCA2 BTRC CHN1 DIS3L2 DLST DLX5 DLX6 ELP4 EPS15L1 FAM111A FBXW4 FH FOXC1 FOXE3 GPC3 H19 ITPR1 KIF1B LDHD MAFB MAX MDH2 NF1 PAX6 PITX2 PORCN POU6F2 REST RET SALL4 SDHA SDHAF2 SDHB SDHC SDHD SEM1 SLC25A11 TMEM127 TP63 TRIM28 TRIM44 TRIP13 VHL WNT10B WT1 HP_ANISOCORIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANISOCORIA AAAS COL25A1 DDX6 GMPPA KCTD1 KIF21A LOXL1 PHOX2A PMP22 SH3TC2 SIN3A TMEM67 TUBA1A TUBB2B TUBB3 HP_ANISOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANISOCYTOSIS ATPAF2 CASK CDAN1 CDIN1 G6PD GATA1 GLRX5 HBB KIF23 KLF1 NHLRC2 PKLR RACGAP1 RHAG RHCE RHD RPS14 TMPRSS6 TRNT1 UMPS UROS HP_ANISOMETROPIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANISOMETROPIA AP1G1 CLCN3 COL25A1 KRAS RERE SLC35A2 ZFHX4 HP_ANISOPOIKILOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANISOPOIKILOCYTOSIS AMN CAD CLPB CRIPT CUBN HBB KCNN4 MPIG6B SC5D STEAP3 HP_ANKLE_CLONUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANKLE_CLONUS AARS1 ABCD1 ADGRG1 ANO10 ATL1 ATP6AP2 CAPN1 CARS1 CCDC88C CD40LG CYP27A1 CYP7B1 ERLIN2 FA2H FGF13 GALC GBA2 GFM2 HTT KIF1A KIF1C KIF5A KLC2 KPNA3 MARS1 NDUFS8 PEX16 PI4KA PIGT PLA2G6 POU3F4 PSAP RAB18 REEP1 RTN2 SAMD9L SELENOI SLC16A2 SLC1A4 SLC39A14 SLC52A3 SMG9 SOD1 SPART SPAST SPG11 SPTBN2 STUB1 SYNE1 TCEAL1 TIMM8A UCHL1 VAC14 VCP ZFYVE27 HP_ANKLE_CONTRACTURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANKLE_CONTRACTURE ACTA1 ALAD ANO5 APC2 ATP5F1D C18orf32 C19orf12 CAPN3 COL12A1 COL25A1 COL6A1 COL6A2 COL6A3 DAG1 DDR2 DPM1 DYRK1A ERGIC1 ERLIN2 ESCO2 FIG4 FKBP10 FLNA HACD1 ITGA7 KLHL9 LGI4 MAP3K20 MMP2 MYL2 NEB NFATC2 NSD1 NT5C2 ORAI1 PI4KA PNPT1 PSAT1 REEP1 RPL10 RTTN RYR1 SCYL2 SELENON SETD2 SGCA SLC1A4 SPG11 SPTBN4 SVIL SYT2 TNNT1 TOR1AIP1 TPM2 TPM3 UBA1 VARS1 HP_ANKLE_PAIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANKLE_PAIN COMP HYAL1 LEMD3 MAFB MATN3 HP_ANKLE_SWELLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANKLE_SWELLING ANGPT2 ANKRD55 CD247 FLT4 GJC2 IL2RA IL2RB MAFB PIEZO1 PTPN2 PTPN22 STAT4 HP_ANKLE_WEAKNESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANKLE_WEAKNESS AGRN AK9 BSCL2 CHRNA1 CHRNB1 CHRND CHRNE COL13A1 DOK7 LDB3 LRP4 MATR3 MUSK PMP22 RAPSN SCN4A TTN HP_ANKYLOBLEPHARON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANKYLOBLEPHARON BCOR CHUK CILK1 DDB2 ERCC2 ERCC3 ERCC4 ERCC5 FREM2 IRF6 NAA10 RAX RIPK4 TP63 XPA XPC HP_ANKYLOGLOSSIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANKYLOGLOSSIA ADNP AFF3 BCR CDC42BPB COL7A1 CRKL DDX59 FAM111A H4C5 KMT2D LMNA MAPK1 MID1 MMP1 NXN OFD1 POU4F1 PRR12 ROR2 RSPO2 SETBP1 SLC37A4 SPTBN1 TBX22 TELO2 ZMPSTE24 HP_ANKYLOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANKYLOSIS ADGRG6 ENPP1 FGFR1 FGFR2 GDF5 GNAI3 GNAS MBTPS2 MMP2 MUSK NOG PERP POR PTDSS1 TNFRSF11B TRPV3 WNT7A ZMPSTE24 HP_ANNULAR_PANCREAS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANNULAR_PANCREAS ASXL1 CASZ1 FANCD2 FLI1 FOXF1 GABRD HSPG2 KCNAB2 LUZP1 MMP23B MYCN PDPN PRDM16 PRKCZ RARB RECQL4 RERE RFX6 SETBP1 SIK3 SKI SPEN STRA6 TELO2 UBE4B WNT7B HP_ANODONTIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANODONTIA DCAF17 DVL1 DVL3 EDA EDAR EDARADD ERCC1 ERCC4 ERCC6 ERCC8 FLNA FZD2 GRHL3 IFT122 NECTIN1 RPS6KA3 WNT5A HP_ANOMALOUS_TRICHROMACY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANOMALOUS_TRICHROMACY C1QTNF5 DNM1L GUCY2D NR2E3 OPA1 OPA3 OPN1LW OPN1MW OPN1SW POC1B RBP4 HP_ANOMIC_APHASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANOMIC_APHASIA CHMP2B GRN MAPT PLP1 PSEN1 TMEM106B TREM2 HP_ANONYCHIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANONYCHIA ACTG2 APC ARHGAP31 ARID1A ARID1B ARX ATP2A2 ATP6V1B2 BCR CASK CDKL5 COL17A1 COL7A1 CRKL DLL4 DMXL2 DOCK6 DSP EOGT FIG4 GJB6 GNAO1 GPC4 GRHL2 GRIN1 GRM7 ITGB4 JUP KCNA1 KCNH1 KCNMA1 KCNN3 KRT14 LAMA3 LAMB3 LAMC2 LMX1B LRP4 MAPK1 MMP1 NEUROD2 NOG NOTCH1 PIGF PIGP PIGQ PLEC PNKP PORCN RBBP8 RBPJ RIPK4 ROR2 RSPO4 SCN1B SCN2A SIK1 SLC25A22 SLC25A24 SLC32A1 TBC1D24 TP63 TRIM8 WNT10A WNT7A ZBTB20 HP_ANOPHTHALMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANOPHTHALMIA ALDH1A3 B3GALNT2 B4GAT1 B9D1 B9D2 BCOR BMP4 CC2D2A CEP290 CHD7 COL4A1 COX7B CRPPA CSPP1 DAG1 DOCK7 ERCC1 ERCC4 ERCC6 ERCC8 FANCB FKRP FKTN FRAS1 FREM1 FREM2 GLI2 GRIP1 HCCS HYLS1 KIF11 KIF7 LARGE1 MAB21L2 MKS1 NAA10 NDUFB11 NUAK2 OTX2 POMGNT1 POMGNT2 POMK POMT1 POMT2 PORCN RARB RAX RBP4 RPGRIP1 RPGRIP1L RXYLT1 SEMA3E SF3B2 SHH SIX6 SMCHD1 SMOC1 SOX2 STRA6 TCTN1 TCTN2 TCTN3 TFAP2A TMEM107 TMEM216 TMEM231 TMEM237 TMEM67 TXNDC15 WNT7B HP_ANORECTAL_ANOMALY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANORECTAL_ANOMALY AKT1 APC ARVCF AXIN2 BAZ1B BCL7B BCOR BMPR1A BUD23 CCBE1 CCNQ CDK8 CDKN2A CEACAM3 CEACAM6 CFTR CHEK2 CHN1 CLCA4 CLIP2 COL1A1 COL5A1 COL5A2 COMT COX7B CTC1 CYBA CYBB DACT1 DCTN4 DDB1 DICER1 DKC1 DNAJC30 DOCK2 EDNRA EIF4H ELN ENG EPCAM FAN1 FCGR2A FKBP6 FREM1 FREM2 GCLC GP1BB GREM1 GSTM3 GTF2I GTF2IRD1 GTF2IRD2 HCCS HFE HIRA HMOX1 HOXD13 IGHM IL10RB INSR ITGB2 JAK3 JMJD1C KCNN4 KEAP1 KIF7 KIT KLLN KRAS LIG4 LIMK1 LMNA LONP1 LTBP4 MAFB MDM2 METTL27 MID1 MIF MKKS MLH1 MLH3 MLXIPL MNX1 MSH2 MSH3 MSH6 MUTYH MYH11 NAA10 NBN NCF1 NCF2 NDUFB11 NHP2 NOP10 NPM1 NSUN2 NTHL1 OTUD5 PARN PDE11A PDGFRA PI4KA PIGN PIGV PIK3CA PMS1 PMS2 POLD1 POLE POLR1B POLR1C POLR1D PRKAR1A PRMT7 PTEN RAC2 RAD51C RECQL4 RFC2 RNF43 RNU12 RPS20 RPS6KA3 RREB1 RTEL1 SALL1 SALL4 SDHA SDHB SDHC SDHD SEC23B SEC24C SEMA4A SERPINA1 SLC11A1 SLC26A9 SLC6A14 SLC9A3 SMAD4 SPINT2 STK11 STX1A TBL2 TBX1 TCOF1 TCTN3 TERC TERT TGFB1 TGFBR2 TINF2 TMEM270 TP53 TTC7A TYMS UBR1 UFD1 USB1 USF3 VANGL1 VPS37D WRAP53 HP_ANOREXIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANOREXIA ACAT1 ALPL AQP2 ARG1 ASXL1 ATM ATP1A2 ATP1A3 ATRX AVPR2 BCOR BRCA1 BRCA2 C4A CACNA1A CALR CBL CBS CCND1 CCR1 CD247 CD3D CD3E CDKN1A CDKN1B CDKN2A CDKN2B CDKN2C DAXX ERAP1 FAS FIP1L1 FLI1 GBA1 GLA HLA-B HLA-DRB1 HLCS HMGCL IFNGR1 IL10 IL12A IL12A-AS1 IL12B IL23R IRF2BP2 IRF4 JAK2 KLRC4 KRAS MC2R MECP2 MEFV MEN1 MLX MMADHC MMUT MPL MRAP MYD88 NABP1 NFS1 NNT NPM1 NUMA1 P4HA2 PALB2 PALLD PKHD1 PML PRKAR1A PTPN22 PTPN3 RABL3 RARA RUNX1 SCARB2 SLC19A2 SLC1A3 SLC39A4 SLC46A1 SLC4A1 SMAD4 SRSF2 STAR STAT3 STAT4 STAT5B SYK TBL1XR1 TET2 TGFB1 TLR4 TP53 TXNRD2 UBAC2 ZBTB16 HP_ANOSMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANOSMIA ADCY3 ANK1 ANOS1 ARNT2 ARSL ATP13A2 CCDC141 CHD7 DCC DNAI1 DUSP6 FEZF1 FGF10 FGF17 FGF8 FGFR1 FGFR2 FGFR3 FLRT3 FSHB GNRH1 HESX1 HS6ST1 IL17RD KISS1 KISS1R LZTFL1 MFN2 NDNF NHLH2 NSMF OTX2 PEX7 PHYH PROK2 PROKR2 SCN9A SEMA3A SEMA3E SHH SLC39A14 SMCHD1 SOX10 SOX2 SOX3 SPRY4 TAC3 TACR3 TCF12 WDR11 HP_ANOTIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANOTIA CDC45 CDC6 CDT1 DDX3X FANCB FANCL GMNN HOXA2 ORC1 ORC4 ORC6 POLR1A POLR1D SF3B2 HP_ANTECUBITAL_PTERYGIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANTECUBITAL_PTERYGIUM ADGRG6 CHRNG CHUK IGF2 KIF14 LMX1B MYH3 HP_ANTENATAL_ONSET https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANTENATAL_ONSET ACTA1 ACTG2 ADCY6 ADGRG6 ALDH1A2 ALG1 ALG8 ALPK3 ALX4 ASNS ATP1A2 B4GAT1 B9D1 B9D2 BICC1 BICD2 BMPER BUB1B CACNA1S CALM2 CC2D2A CCDC134 CCDC88C CDC42BPB CENPE CHD7 CHRNG CHUK CILK1 CLPB CNTNAP1 COASY COL2A1 COX16 CPSF3 CPT2 CRB2 CREB3L1 CRLS1 CRTAP CYP26B1 DCC DDR2 DDRGK1 DEF6 DLL3 DNM1 DPH5 DYNC2LI1 EIF5A ERCC5 ERCC8 EXOC7 EXOSC9 EZH2 FANCB FARSA FARSB FGF20 FGFR3 FH FKBP14 FTO FZR1 GBA1 GFRA1 GINS1 GLDN GLUL GNPTAB GRIP1 GUSB HCFC1 HERC2 HNRNPK IARS1 IFIH1 IL6ST KDELR2 KDM6A KIAA0753 KIDINS220 KIF14 KIF20A KIF5C KIF7 KLF1 KMT2B KMT2D L1CAM LARS2 LBR LGI4 LMNA LMNB1 LMOD1 MAGEL2 MAP3K7 MBTPS2 MCM10 MDFIC MEGF10 MESP2 MINPP1 MKRN3 MKS1 MNS1 MPDZ MRPS22 MYH11 MYRF NAA20 NADK2 NDUFB11 NDUFB3 NDUFB7 NDUFC2 NEK8 NEK9 NPAP1 NRIP1 NSD1 NSD2 NUP155 NUP88 OBSL1 P3H1 PAICS PCDH12 PDX1 PI4KA PIGA PIGG PKHD1 PLCH1 PLEC PLG PLOD3 PLXND1 POMK PPP1CB PPP3CA PRIM1 PRKAG2 PRRX1 PSMD12 PTH1R PWAR1 PWRN1 PYCR1 RAC1 RAD21 RECQL4 RIPK4 RMRP RNF2 RNU4ATAC ROBO1 RPL10 RPL26 RSPO2 RYR1 RYR3 SAMHD1 SCN4A SCN5A SCUBE3 SDHA SDHD SEC24D SERPINH1 SHQ1 SIN3A SKIC2 SLC12A1 SLC25A19 SLC30A9 SLC31A1 SLC35A3 SLC35B2 SLC35D1 SNAP25 SNORD115-1 SNORD116-1 SOS1 SOX10 SOX18 SOX9 STRA6 STT3B SYNE1 SYT2 TAF2 TBX18 TBXT TCTN3 THSD1 TMEM216 TMEM218 TMEM38B TNFRSF11A TNNT2 TOGARAM1 TOP3A TPM1 TRAIP TRIP11 TRPV6 TWIST2 TXNDC15 UBR1 USP18 VRK1 WDR19 WDR4 WDR45B WNT3 WNT4 WT1 XYLT1 ZBTB42 ZIC2 ZIC3 ZMPSTE24 ZNF526 HP_ANTERIORLY_PLACED_ANUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANTERIORLY_PLACED_ANUS ACADVL ATN1 B3GLCT C2CD3 CDC45 CDH11 CDK8 CDON CHD4 COX7B DACT1 DCHS1 DDB1 DDX3X DDX6 DISP1 DLL1 DVL3 ERCC4 ESCO2 FAT4 FGF8 FGFR2 FOXH1 FREM1 GAS1 GLI2 GLI3 HCCS KAT6B KYNU LRPPRC MED12 NDUFB11 NFIX NODAL PGAP2 PGAP3 PIGL PIGO PIGV PIGW PIGY POR PORCN PTCH1 PTDSS1 RECQL4 RFX6 ROBO1 RRAS2 SALL1 SETBP1 SHH SIX3 SLC25A24 SNRPB STIL SUZ12 TDGF1 TGIF1 TP63 TWIST2 UBR1 ZIC2 HP_ANTERIOR_BEAKING_OF_LUMBAR_VERTEBRAE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANTERIOR_BEAKING_OF_LUMBAR_VERTEBRAE AGA FUCA1 GALNS GLB1 GUSB HP_ANTERIOR_CHAMBER_SYNECHIAE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANTERIOR_CHAMBER_SYNECHIAE ADAMTS17 ANKRD55 ASPH ATOH7 B3GLCT CD247 COL18A1 COL8A2 CYP1B1 FOXC1 FOXE3 GRHL2 HMX1 IL2RA IL2RB LARGE1 LCA5 LRAT MIR204 NDP OVOL2 PAX6 PITX2 PTPN2 PTPN22 PXDN RPE65 SPATA7 STAT4 VSX1 ZEB1 HP_ANTERIOR_CREASES_OF_EARLOBE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANTERIOR_CREASES_OF_EARLOBE BRAF GPC3 GPC4 PRR12 TBX1 HP_ANTERIOR_OPEN_BITE_MALOCCLUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANTERIOR_OPEN_BITE_MALOCCLUSION AMELX ATP6V1B2 BMP2 DSPP ENAM FAM83H GNAI3 GPR68 ITGB6 KCNH1 KCNMA1 KCNN3 KLK4 MMP20 RELT HP_ANTERIOR_PITUITARY_AGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANTERIOR_PITUITARY_AGENESIS FOXA2 GATA6 GLI2 HESX1 LHX4 OTX2 POU1F1 PROP1 ROBO1 SIX3 HP_ANTERIOR_PITUITARY_DYSGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANTERIOR_PITUITARY_DYSGENESIS ARNT2 CDC42BPB DMXL2 FGFR1 FOXA2 GATA6 GH1 GHRHR GLI2 HESX1 HID1 LHX3 LHX4 MADD MAGEL2 MTHFR NDN NONO OCA2 OTX2 POU1F1 POU3F4 PROKR2 PROP1 PTDSS1 RBM28 RNPC3 ROBO1 SIX3 SIX6 SNRPN SOX2 SOX3 TBX3 TTC26 VANGL2 ZSWIM6 HP_ANTERIOR_PLAGIOCEPHALY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANTERIOR_PLAGIOCEPHALY ALX4 ATP6V1B2 PIGO TBC1D24 TCF12 HP_ANTERIOR_POLAR_CATARACT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANTERIOR_POLAR_CATARACT COL4A3 CRYGB EBP HS2ST1 HSF4 MIR184 TAOK1 HP_ANTERIOR_RIB_CUPPING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANTERIOR_RIB_CUPPING ADA AIFM1 CFAP410 COL10A1 COL11A1 COL2A1 DDR2 DLK1 DNAJC21 EFL1 INPPL1 MEG3 RTL1 SBDS SLC35D1 SRP54 HP_ANTERIOR_SYNECHIAE_OF_THE_ANTERIOR_CHAMBER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANTERIOR_SYNECHIAE_OF_THE_ANTERIOR_CHAMBER ASPH COL18A1 COL8A2 CYP1B1 FOXC1 FOXE3 GRHL2 OVOL2 PAX6 PITX2 PXDN VSX1 ZEB1 HP_ANTERIOR_UVEITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANTERIOR_UVEITIS AIRE ANKRD55 CD247 HLA-B HLA-DRB1 IKBKG IL2RA IL2RB IL6 LACC1 MIF NOD2 PTPN2 PTPN22 STAT4 STUB1 TNFAIP3 HP_ANTEVERTED_EARS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANTEVERTED_EARS BCOR CACNA1G FGF3 HMGB3 KANSL1 KAT6A KCTD1 PBX1 RPL10 SYNGAP1 TTI2 HP_ANTINEUTROPHIL_ANTIBODY_POSITIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANTINEUTROPHIL_ANTIBODY_POSITIVITY ARPC1B BACH2 BANK1 BLK C4A C4B CASP10 CLPB CR2 CTLA4 CTNNB1 DEF6 DNASE1 DNASE1L3 EIF2AK4 ELANE ETS1 FAS FASLG FCGR2B FCGR3B GFI1 HLA-DRB1 IGHG1 IL10 IRAK1 IRF5 ITCH ITGAM JAZF1 KIAA0319L MECP2 PDCD1 PRKCD PTPN22 PXK RASGRP1 SAT1 SPP1 SRP19 SRP54 STAT4 STING1 TCIRG1 TLR7 TLR8 TNFAIP3 TNFSF4 TNIP1 TREX1 UBE2L3 HP_ANTINUCLEAR_ANTIBODY_POSITIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANTINUCLEAR_ANTIBODY_POSITIVITY ACP5 ANKRD55 ARPC1B BANK1 BLK C1QB C1QC C4A C4B CARD10 CASP10 CD247 COPA CR2 CRYAB CTLA4 DNASE1 DNASE1L3 EIF2AK4 ETS1 FAS FASLG FCGR2A FCGR2B FCGR3B HLA-DRB1 IGHG1 IL10 IL12A IL12RB1 IL2RA IL2RB IRAK1 IRF5 ITGAM JAZF1 KIAA0319L LACC1 LBR MECP2 MMEL1 MMP2 MS4A1 NLRP1 PDCD1 PLCG2 POMP POU2AF1 PRKCD PTPN2 PTPN22 PXK RASGRP1 RIPK1 SAT1 SLC7A7 SOCS1 SPIB SPP1 STAT4 STING1 TLR7 TNFAIP3 TNFSF15 TNFSF4 TNIP1 TNPO3 TREX1 UBE2L3 HP_ANTIPHOSPHOLIPID_ANTIBODY_POSITIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANTIPHOSPHOLIPID_ANTIBODY_POSITIVITY ADA2 CASP10 CTLA4 DEF6 DNASE1 FAS FASLG FCGR2A FCGR2B IRAK1 PRKCD PTPN22 RASGRP1 SAT1 SPP1 STAT1 STAT4 STING1 TOM1 TREX1 HP_ANTI_ACETYLCHOLINE_RECEPTOR_ANTIBODY_POSITIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANTI_ACETYLCHOLINE_RECEPTOR_ANTIBODY_POSITIVITY AGRN ALG14 CHAT CHRNA1 CHRNB1 CHRND CHRNE COL13A1 COLQ DOK7 MYO9A PLEC PREPL RAPSN SCN4A SLC18A3 SLC25A1 SLC5A7 SNAP25 SYT2 VAMP1 HP_ANTI_THYROGLOBULIN_ANTIBODY_POSITIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANTI_THYROGLOBULIN_ANTIBODY_POSITIVITY CARD10 NFKB2 POMP RASGRP1 THRB TSHR HP_ANTI_THYROID_PEROXIDASE_ANTIBODY_POSITIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANTI_THYROID_PEROXIDASE_ANTIBODY_POSITIVITY ADA FOXP3 GLIS3 ITCH NFKB2 POMP RASGRP1 THRB TSHR HP_ANURIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ANURIA ACE AGT AGTR1 C3 CD46 CFB CFH CFHR1 CFHR3 CFI MYH11 REN THBD HP_AORTIC_ANEURYSM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_AORTIC_ANEURYSM ABL1 ACTA2 ADAMTS19 ADAR AEBP1 AFF4 ALDH18A1 ALDH1A2 ALG5 ALG9 ANGPTL6 APC2 ARF1 ARFGEF2 ATP2B1 ATP6V1A B3GALT6 B3GAT3 BAZ1B BCL7B BCR BGN BICC1 BRF1 BUD23 C12orf57 CARS1 CASZ1 CHD7 CHRNG CHST3 CLIP2 COL1A1 COL1A2 COL3A1 COL5A1 COL5A2 CRKL DNAJB11 DNAJC30 DNMT3A DPH5 EFEMP2 EIF4H ELN ENG ERCC6 ERCC8 ERMARD FBLN5 FBN1 FBN2 FKBP6 FLNA FLNB FMR1 FOXE3 GABRD GANAB GATA5 GJA5 GJA8 GTF2I GTF2IRD1 GTF2IRD2 HEY2 HGD HLA-B HLA-DRB1 HNRNPK HSPG2 IFIH1 IFNG IFT140 IL12B IPO8 KANSL1 KCNAB2 KCNH1 LIMK1 LMNA LOX LSM11 LUZP1 MAP1B MAPK1 MAT2A MED12 METTL27 MFAP5 MID1 MLX MLXIPL MMP23B MYH11 MYH3 MYLK MYPN NCF1 NEDD4L NKAP NKX2-5 NOD2 NODAL NOTCH1 NOTCH3 NPR3 NSD1 NSMCE2 P4HA2 PDPN PGM3 PIGN PKD1 PKD2 PLOD1 PPP1CB PRDM16 PRKCZ PRKG1 PTEN PTPN22 RAI1 RERE RFC2 RIN2 RNASEH2A RNASEH2B RNASEH2C RNU7-1 ROBO4 SAMHD1 SEMA3E SETD2 SKI SLC25A24 SLC2A10 SMAD2 SMAD3 SMAD4 SMAD6 SPECC1L SPEN SPTBN1 STX1A TAB2 TBL2 TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 THSD1 THSD4 TMEM270 TMTC3 TNNT2 TPM2 TPM3 TREX1 TSC1 TSC2 UBE4B VPS37D ZMPSTE24 HP_AORTIC_ARCH_ANEURYSM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_AORTIC_ARCH_ANEURYSM ACTA2 BAZ1B BCL7B BUD23 CASZ1 CHD7 CLIP2 DNAJC30 EIF4H ELN FKBP6 GABRD GATA5 GTF2I GTF2IRD1 GTF2IRD2 HSPG2 KCNAB2 KCNH1 LIMK1 LOX LUZP1 METTL27 MLXIPL MMP23B NCF1 NKX2-5 NOTCH1 PDPN PRDM16 PRKCZ RERE RFC2 SEMA3E SKI SMAD6 SPEN STX1A TBL2 TGFBR2 TMEM270 UBE4B VPS37D HP_AORTIC_ATHEROSCLEROTIC_LESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_AORTIC_ATHEROSCLEROTIC_LESION ABCG5 ABCG8 APOB APOE CYP7A1 LDLR LDLRAP1 LMNA PCSK9 HP_AORTIC_DISSECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_AORTIC_DISSECTION ABCC6 ACTA2 ANGPTL6 BGN COL3A1 ELN EMILIN1 ENG ENPP1 FBN1 FOXE3 GATA5 HEY2 HLA-B HLA-DRB1 IPO8 LOX MAT2A MFAP5 MYH11 MYLK NKX2-5 NOTCH1 P4HA2 PLOD1 PRKG1 PTPN22 ROBO4 SLC2A10 SMAD2 SMAD3 SMAD4 SMAD6 TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 THSD1 THSD4 HP_AORTIC_REGURGITATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_AORTIC_REGURGITATION ACTA2 ADAMTS19 ALDH18A1 ARF1 ARFGEF2 ARSK ATP6V1E1 BCR BUB1 BUB1B BUB3 C12orf57 C4A CCNQ CCR1 CEP57 CHST14 CHST3 COA6 COL1A2 CRKL D2HGDH DOHH DYRK1A EHMT1 ELN ERAP1 ERMARD FAS FBLN5 FBN1 FLNA FOXE3 GATA4 GATA5 GJA5 GJA8 GNPTAB GNPTG HCN4 HEATR3 HEY2 HLA-B IDUA IFNGR1 IL10 IL12A IL12A-AS1 IL23R KIFBP KLRC4 LMNA LMOD2 LOX MAN2B1 MAP1B MAPK1 MAT2A MEFV MFAP5 MYH11 MYLK NEDD4L NKX2-5 NKX2-6 NOTCH1 PCGF2 PDSS1 PEX2 PLXND1 PRKG1 PUF60 SHOC2 SKIC2 SKIC3 SLC2A10 SLC35A1 SMAD2 SMAD3 SMAD4 SMAD6 SON SPRED2 SPTBN1 STAT4 SZT2 TAB2 TGFB2 TGFB3 TGFBR1 TGFBR2 THSD4 TLR4 TMTC3 TRIP13 TTC26 UBAC2 YY1AP1 ZMPSTE24 HP_AORTIC_ROOT_ANEURYSM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_AORTIC_ROOT_ANEURYSM ABL1 ACTA2 AEBP1 AFF4 ALDH1A2 ALG5 ALG9 ANGPTL6 ATP2B1 B3GALT6 B3GAT3 BGN BICC1 CARS1 CHST3 COL1A1 COL1A2 COL3A1 COL5A1 COL5A2 DNAJB11 DNMT3A EFEMP2 ELN ENG ERCC6 ERCC8 FBN1 FBN2 FMR1 FOXE3 GANAB HEY2 HNRNPK IFT140 IPO8 KANSL1 KCNH1 LMNA LOX MAT2A MFAP5 MID1 MYH11 MYLK MYPN NKAP NPR3 PGM3 PIGN PKD1 PKD2 PPP1CB PRKG1 ROBO4 SLC2A10 SMAD2 SMAD3 SMAD4 SPECC1L TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 THSD1 THSD4 TPM2 TPM3 HP_AORTIC_TORTUOSITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_AORTIC_TORTUOSITY IPO8 MFAP5 SLC2A10 SMAD3 SMAD6 TGFB2 HP_AORTIC_VALVE_CALCIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_AORTIC_VALVE_CALCIFICATION GATA5 GBA1 HGD IFIH1 LMNA NKX2-5 NOTCH1 RIGI SMAD6 ZMPSTE24 HP_AORTIC_VALVE_STENOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_AORTIC_VALVE_STENOSIS ACTB ADAMTS10 ADAMTSL2 AMER1 ANKS6 ARHGAP31 ARSK B4GALT7 BCOR CBL CCDC22 CHST3 CLIC2 CREBBP DPH1 DPH2 DPYSL5 DYRK1A EBP EHMT1 EP300 FBN1 FGFR1 FLI1 FOXF1 GATA5 GBA1 GLB1 GNPTG HAAO IDUA IFIH1 KRAS LMNA LTBP2 NEK8 NKX2-5 NOTCH1 NOTCH2 NPHP3 NR2F2 ODAD1 RIGI RMRP ROBO4 SCN1B SLC2A10 SMAD4 SMAD6 SNIP1 TAB2 TAF2 TRAF7 TTR TWIST1 VPS35L VWF WASHC5 WT1 ZEB2 ZMPSTE24 HP_AORTOPULMONARY_COLLATERAL_ARTERIES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_AORTOPULMONARY_COLLATERAL_ARTERIES ALDH1A2 FLT4 GDF1 KCNQ2 KCNT1 PIGA PKD1L1 PLCB1 PLXND1 SCN1A SCN2A SLC12A5 SLC25A22 TBC1D24 YY1 HP_APATHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APATHY ACAT1 ALAD ATP13A2 ATXN10 BMP6 C9orf72 CACNA1A CDON CHCHD10 CHMP2B COQ2 CP DCTN1 DISP1 DLL1 DNAJC13 DNAJC6 DNMT1 EHMT1 EIF4G1 FGF8 FGFR1 FOXH1 FUS GAS1 GBA1 GDAP2 GFAP GIGYF2 GLI2 GM2A GRN HEXA HFE HLA-DQB1 HMGCL HTRA1 HTRA2 HTT JPH3 LRRK2 MAPT NODAL NOTCH3 PARK7 PDGFB PINK1 PLCH1 PLP1 PODXL PRKAR1B PRKN PRNP PSEN1 PTCH1 SHH SIX3 SLC2A3 SMARCB1 SMC1A SNCA SPAST SQSTM1 STAG2 STIL SYNJ1 TARDBP TBK1 TDGF1 TGIF1 TMEM106B TMEM240 TRANK1 TREM2 TREX1 TSFM UCHL1 VCP VPS13A VPS13C VPS35 ZIC2 HP_APHASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APHASIA ABCA7 ACTB ACTG1 ADA2 ADAMTS2 ADAMTSL2 AMER1 APP ARVCF ATP1A2 ATRX CACNA1A CFH CFHR1 CFHR3 CHMP2B CKAP2L COL1A1 COL1A2 COMT COX7B CYLD DEPDC5 DNM1L EHMT1 FA2H FGFR1 FLCN FRRS1L GJB1 GP1BB GRIN2A GRN HCCS HIRA HLA-DQB1 HNRNPA1 HNRNPA2B1 HTRA1 JMJD1C KCNC2 KRAS L1CAM L2HGDH LGI1 MAPT MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW NDUFA1 NDUFB11 NF2 NOTCH3 NPPA NPRL2 NPRL3 NSDHL OCRL PLEC PLP1 POLR1B POLR1C POLR1D PRNP PRRT2 PSEN1 PSEN2 RAI1 RELN RREB1 SCN1A SCN5A SEC24C SETBP1 SMARCA2 SMARCAL1 SORL1 SQSTM1 STS TBX1 TCF4 TCOF1 TIA1 TMEM106B TOMM40 TREM2 TREX1 UBTF UFD1 VCP HP_APHTHOUS_ULCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APHTHOUS_ULCER ADA2 C4A CARMIL2 CASP10 CCR1 CEBPE CLPB DCLRE1C ELANE ERAP1 FAS FASLG GFI1 HLA-B HLA-DQA1 HLA-DQB1 HYOU1 IFNGR1 IL10 IL12A IL12A-AS1 IL17RC IL21 IL23R IL6 KLRC4 MALT1 MEFV MVK NCF4 NLRP12 NLRP3 NOD2 ORAI1 PRKCD PRKDC RASGRP1 RIN2 RNF125 RORC SASH3 SRP19 SRP54 STAT4 STK4 TCIRG1 TICAM1 TLR4 TLR8 UBAC2 WDR1 HP_APLASIA_CUTIS_CONGENITA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_CUTIS_CONGENITA ALG9 ALX4 ARHGAP31 ATP6V1B2 BMS1 CDH1 COL17A1 COL7A1 COX7B CPLX1 CTBP1 DLL4 DOCK6 DSP EOGT FGFRL1 HSPA9 ITGA6 ITGB4 KCTD1 KRAS KRT14 KRT5 LAMA3 LAMB3 LAMC2 LETM1 MCTP2 MMP1 MSX2 NELFA NOTCH1 NSD2 PIGG PLEC RBPJ TAF1 TFAP2A UBA2 UBR1 HP_APLASIA_CUTIS_CONGENITA_OF_SCALP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_CUTIS_CONGENITA_OF_SCALP ALG9 ALX4 ARHGAP31 BMS1 CDH1 CPLX1 CTBP1 DLL4 FGFRL1 ITGA6 ITGB4 LETM1 MCTP2 MSX2 NELFA NSD2 PIGG PLEC UBA2 UBR1 HP_APLASIA_CUTIS_CONGENITA_ON_TRUNK_OR_LIMBS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_CUTIS_CONGENITA_ON_TRUNK_OR_LIMBS ARHGAP31 ITGA6 ITGB4 KRT14 KRT5 PLEC HP_APLASIA_CUTIS_CONGENITA_OVER_THE_SCALP_VERTEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_CUTIS_CONGENITA_OVER_THE_SCALP_VERTEX BMS1 CDH1 DLL4 ITGB4 MCTP2 PLEC UBA2 HP_APLASIA_HYPOPLASIA_AFFECTING_BONES_OF_THE_AXIAL_SKELETON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_AFFECTING_BONES_OF_THE_AXIAL_SKELETON AARS1 ABCD1 ABCD4 ACTA1 ACTB ACTG1 ACTG2 ACVR1 ADA2 ADAMTS2 ADAMTSL2 ADAT3 ADGRG1 ADGRG6 AEBP1 AFF3 AFF4 AGA AGRN AHDC1 AIFM1 AKT1 ALDH1A2 ALG1 ALG12 ALG13 ALG14 ALG9 ALPL ALX1 ALX3 ALX4 AMER1 AMMECR1 ANAPC7 ANK1 ANKLE2 ANKRD11 ANTXR1 APC ARCN1 ARID1B ARID2 ARL6IP6 ARSB ARSL ARVCF ARX ASNS ASXL1 ASXL3 ATAD3A ATP6AP2 ATP6V0A2 ATP6V1B2 ATP7A ATPAF2 ATR ATRIP ATRX AUTS2 B3GALT6 B3GAT3 B3GLCT B4GALT7 B4GAT1 B9D1 B9D2 BANF1 BAZ1B BCAP31 BCL11A BCL11B BCL7B BCOR BDNF BGN BICD2 BICRA BLM BLTP1 BMP2 BMP4 BMPER BMPR1A BPNT2 BPTF BRAF BRAT1 BRCA1 BRCA2 BRD4 BRF1 BRIP1 BUB1 BUB1B BUB3 BUD23 C12orf57 C1R C1S C2CD3 CA2 CACNA1C CAMTA1 CANT1 CARS1 CASK CASZ1 CBFB CBL CC2D2A CCDC22 CCDC32 CCL2 CD96 CDC42BPB CDC45 CDC6 CDCA7 CDK5 CDKN1C CDT1 CENPE CENPF CENPJ CEP120 CEP152 CEP290 CEP55 CEP57 CFL2 CHAT CHD4 CHD5 CHD7 CHD8 CHN1 CHRNA1 CHRND CHRNG CHST14 CHST3 CHSY1 CHUK CILK1 CLCF1 CLCN3 CLIP2 CLPB CLTCL1 CNOT2 CNTNAP1 COASY COG1 COG4 COG7 COG8 COL11A1 COL11A2 COL12A1 COL13A1 COL1A1 COL1A2 COL25A1 COL2A1 COL3A1 COL5A1 COL6A1 COL6A2 COL6A3 COL9A1 COL9A2 COL9A3 COMP COMT COX7B CPE CPLANE1 CPLX1 CREB3L1 CREBBP CRIPT CRLF1 CRTAP CSGALNACT1 CSNK2A1 CSPP1 CTBP1 CTDP1 CTNND2 CTSK CTU2 CUL7 CWC27 D2HGDH DCHS1 DDR2 DDRGK1 DDX3X DEAF1 DHCR24 DHCR7 DHODH DICER1 DIS3L2 DLK1 DNA2 DNAI1 DNAJC21 DNAJC30 DNMT3A DNMT3B DOCK6 DOK7 DONSON DPAGT1 DPH1 DPH2 DPH5 DPM1 DPM2 DPYD DPYSL5 DSE DSTYK DVL1 DVL3 DYM DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLT2B DYRK1A DZIP1L EBP ECEL1 EDN1 EDNRA EED EFEMP2 EFNB1 EFTUD2 EIF2AK3 EIF4A3 EIF4H EIF5A ELN EMC1 EMG1 EP300 EPG5 ERBB3 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERGIC1 ERMARD ESCO2 EVC EVC2 EXT1 EXT2 EXTL3 EYA1 EZH2 FAM149B1 FAM20C FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAT4 FBN1 FBN2 FBXL3 FBXO28 FBXW11 FDFT1 FGD1 FGF10 FGF3 FGFR1 FGFR2 FGFR3 FGFRL1 FIG4 FKBP6 FKRP FKTN FLCN FLI1 FLII FLNA FLNB FLVCR2 FN1 FOCAD FOXC2 FOXF1 FOXG1 FRA10AC1 FRAS1 FUCA1 FUZ FZD2 GABRA3 GABRD GAD1 GALNS GATA1 GATA4 GATAD2B GBA1 GDF11 GEMIN4 GHR GJA1 GJA5 GJA8 GLB1 GLDN GLE1 GLI3 GMNN GNA11 GNAI3 GNB2 GNPAT GNPTAB GNS GOLGA2 GON7 GP1BB GPC3 GPC4 GPC6 GPKOW GPX4 GRB10 GRIP1 GSC GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GUSB H3-3A H4C9 HAAO HACD1 HBA1 HBA2 HCCS HDAC6 HDAC8 HEATR3 HECTD4 HELLS HES7 HIRA HMGA2 HMX1 HNRNPH2 HNRNPR HNRNPU HOXB1 HOXD13 HRAS HSD17B4 HSPG2 HUWE1 HYLS1 HYMAI HYOU1 IARS2 IDUA IFT122 IFT140 IFT172 IFT43 IFT80 IFT81 IGF1 IGF1R IGF2 IGFALS IHH INPPL1 INTS1 INTU IPO8 IQSEC2 IRF6 IRX5 ITGA7 JMJD1C KAT6A KAT6B KATNB1 KBTBD13 KCNAB2 KCNH1 KCNJ2 KCNJ5 KCNJ6 KCNK4 KCNK9 KCNMA1 KCNN3 KDM4B KDM5C KDM6A KIAA0586 KIAA0753 KIDINS220 KIF14 KIF21A KIF26A KIF7 KLHL41 KMT2A KMT2D KNL1 KPTN KRAS KYNU LAGE3 LAMA5 LARGE1 LAS1L LBR LEMD2 LEMD3 LETM1 LFNG LGI4 LIFR LIG4 LIMK1 LMBRD2 LMNA LMOD3 LMX1B LONP1 LRP2 LRP4 LRPPRC LRRC32 LTBP4 LUZP1 LZTR1 MAD1L1 MAD2L2 MADD MAFB MAN2C1 MAP2K1 MAP3K20 MAP3K7 MAPK1 MAPK8IP3 MAPRE2 MARS1 MBD5 MCM5 MCTP2 MECP2 MED12 MEG3 METTL27 MID1 MINPP1 MIPEP MITF MKS1 MLXIPL MMP2 MMP23B MNX1 MPLKIP MRAS MSTO1 MSX2 MTX2 MUSK MYBPC1 MYCN MYF5 MYH3 MYH7 MYH8 MYL2 MYMK MYMX MYO18B MYO9A MYOD1 MYPN NAA10 NALCN NBN NCAPG2 NCF1 NDE1 NDUFB11 NEB NECTIN1 NEDD4L NEK1 NEK9 NELFA NF1 NFASC NFIX NIPBL NKX3-2 NODAL NOG NOTCH2 NOTCH3 NRAS NRCAM NSD1 NSD2 NSDHL NSMCE2 NSUN2 NUP107 NUP133 NUP85 NUP88 NXN OCLN OCRL OFD1 ORC1 ORC4 ORC6 OSGEP OSTM1 OTX2 P4HB PAH PAICS PAK2 PALB2 PAM16 PAX1 PAX6 PAX7 PCGF2 PCNT PDE4D PDE6D PDGFRB PDPN PEPD PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PGAP2 PGAP3 PGM1 PHF21A PHGDH PHIP PI4KA PIEZO1 PIEZO2 PIGA PIGB PIGF PIGG PIGL PIGN PIGO PIGQ PIGT PIGV PIGW PIGY PIK3CA PIK3R1 PKDCC PKHD1 PLA2G6 PLAA PLAG1 PLAGL1 PLCB3 PLCB4 PLK4 PLVAP PLXND1 POC1A POGZ POLD1 POLE POLR1A POLR1B POLR1C POLR1D POLR3A POMGNT1 POMT1 POMT2 POR PORCN PPP1R12A PPP1R15B PPP3CA PQBP1 PRDM13 PRDM16 PRIM1 PRKAR1A PRKCZ PRORP PRRX1 PRUNE1 PSAT1 PSMB8 PSMC1 PSMD12 PSPH PTCH1 PTDSS1 PTEN PTH1R PTPN11 PUF60 PURA PUS1 PUS7 PYROXD1 RAB18 RAB23 RAB33B RAB3GAP1 RAB3GAP2 RAC3 RAD21 RAD51 RAD51C RAF1 RAI1 RAPSN RARB RASA2 RB1 RBBP8 RBM10 RBM8A RDH11 RECQL4 RELN RERE REV3L RFC2 RFT1 RFWD3 RHOBTB2 RIN2 RINT1 RIPK4 RIT1 RLIM RMRP RNF113A RNU12 RNU4ATAC ROBO1 ROR2 RPGRIP1 RPGRIP1L RPL10 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RRAS RRAS2 RREB1 RSPO2 RTL1 RTTN RUNX2 RYR3 SALL4 SATB2 SC5D SCARF2 SCN4A SCUBE3 SCYL2 SEC24C SEC24D SEC31A SELENON SEMA5A SERPINH1 SETBP1 SETD2 SETD5 SF3B2 SF3B4 SFRP4 SH2B1 SH3PXD2B SHANK3 SHOX SIM1 SIN3A SIX1 SIX2 SIX6 SKI SLC10A7 SLC18A3 SLC25A1 SLC25A19 SLC25A24 SLC26A2 SLC29A3 SLC2A10 SLC35A3 SLC35B2 SLC35D1 SLC37A4 SLC5A7 SLX4 SMC1A SMC3 SMC5 SMCHD1 SMG8 SMO SMOC1 SNAP25 SNIP1 SNRPB SNRPN SOS1 SOS2 SOX2 SOX6 SOX9 SP7 SPATA5L1 SPECC1L SPEG SPEN SPOP SPRED1 SPRED2 SPRTN SRCAP SRPX2 SRY SSR4 STAC3 STAG1 STAG2 STRA6 STX1A SUMF1 SUPT16H SUZ12 SYT2 TAB2 TAF1 TAPT1 TARS1 TASP1 TBC1D20 TBC1D24 TBCD TBCE TBCK TBL2 TBX1 TBX15 TBX3 TBX4 TBX5 TBX6 TBXT TCIRG1 TCOF1 TCTN1 TCTN2 TCTN3 TELO2 TENT5A TFAP2A TGDS TGFBR1 TGFBR2 THOC6 TMCO1 TMEM107 TMEM216 TMEM231 TMEM237 TMEM270 TMEM67 TMEM70 TNFRSF11A TNNI2 TNNT3 TNRC6B TOE1 TOPORS TOR1A TP53RK TP63 TPM2 TPM3 TPRKB TRAIP TRAPPC2 TRIM37 TRIO TRIP11 TRIP13 TRIP4 TRMT10A TRPM3 TRPS1 TRPV4 TRPV6 TRRAP TSEN54 TSR2 TTN TUBA1A TUBB TUBB3 TWIST1 TWIST2 TXNDC15 TXNL4A UBA1 UBE2T UBE3B UBE4B UFD1 UNC80 UPF3B USB1 VAC14 VAMP1 VANGL1 VANGL2 VARS1 VPS13B VPS33B VPS35L VPS37D VPS53 WASHC5 WDR11 WDR26 WDR35 WDR4 WDR62 WDR73 WLS WNT3 WNT5A WNT7A WT1 XRCC2 XRCC4 XYLT1 YARS1 YARS2 YRDC YY1 ZBTB18 ZBTB24 ZC4H2 ZDHHC9 ZIC3 ZMIZ1 ZMPSTE24 ZNF292 ZNF335 ZNF341 ZNF668 ZNF699 HP_APLASIA_HYPOPLASIA_AFFECTING_THE_ANTERIOR_SEGMENT_OF_THE_EYE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_AFFECTING_THE_ANTERIOR_SEGMENT_OF_THE_EYE ADAMTS10 ADAMTSL1 B9D1 B9D2 BAZ1B BCL7B BDNF BRCA1 BRCA2 BRIP1 BTRC BUD23 CC2D2A CEP290 CHN1 CLIP2 COL2A1 COL4A1 CPAMD8 CPLX1 CSPP1 CTBP1 DIS3L2 DLST DLX5 DLX6 DNAJC30 EIF4H ELN ELP4 EPS15L1 ERCC4 ERCC6 FAM111A FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FBN1 FBXW11 FBXW4 FGF3 FGFR1 FGFRL1 FH FKBP6 FOXC1 FOXE3 GPC3 GTF2I GTF2IRD1 GTF2IRD2 H19 HHAT HMX1 HS2ST1 IGF1R ITPR1 KIF1B LAMB2 LDHD LETM1 LIMK1 LMX1B LRP2 LTBP2 MAD2L2 MAFB MAX MDH2 METTL27 MIR184 MITF MKS1 MLXIPL MT-CYB NCF1 NDP NF1 NSD2 PALB2 PAX3 PAX6 PIK3R1 PITX2 PORCN POU6F2 PRR12 RAD51 RAD51C REST RET RFC2 RFWD3 RPGRIP1 RPGRIP1L SALL4 SDHA SDHAF2 SDHB SDHC SDHD SEM1 SLC25A11 SLX4 SOX10 STIM1 STX1A TBL2 TCTN1 TCTN2 TCTN3 TMEM107 TMEM127 TMEM216 TMEM231 TMEM237 TMEM270 TMEM67 TONSL TP63 TRIM28 TRIM44 TRIP13 TXNDC15 UBE2T VHL VPS37D VSX1 WDR73 WNT10B WT1 XRCC2 XYLT2 HP_APLASIA_HYPOPLASIA_AFFECTING_THE_EYE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_AFFECTING_THE_EYE AARS1 ABCA4 ABCB6 ACTB ACTG1 ADAMTS10 ADAMTSL1 ALDH1A2 ALDH1A3 ALDH6A1 ALX1 ALX3 ALX4 ANKRD11 AP2M1 AP3D1 APC ARHGAP31 ARNT2 ARSL ARVCF ARX ASNS ASPH ATAD3A ATF6 ATN1 ATOH7 B3GALNT2 B4GAT1 B9D1 B9D2 BAZ1B BCL7B BCOR BDNF BEST1 BLOC1S3 BLOC1S5 BMP4 BRCA1 BRCA2 BRIP1 BTRC BUB1 BUB1B BUB3 BUD23 C12orf57 CACNA1C CACNA1F CAPN15 CARS1 CASK CC2D2A CDC42BPB CDON CENPF CEP120 CEP290 CEP57 CEP85L CFAP418 CHD2 CHD7 CHN1 CHUK CLIP2 CNGA3 CNGB3 COL18A1 COL25A1 COL2A1 COL4A1 COMT COX14 COX7B CPAMD8 CPLX1 CRB1 CRPPA CRYAA CSPP1 CTBP1 CTDP1 CTNNB1 DACT1 DAG1 DCT DDHD2 DHCR7 DIS3L2 DLL4 DLST DLX5 DLX6 DNAJC30 DNMT3A DOCK6 DOCK7 DONSON DPYD EBP EIF4H ELN ELOVL4 ELP4 EOGT EPG5 EPS15L1 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ERF ESCO2 EXOC2 FAM111A FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FBN1 FBXW11 FBXW4 FDFT1 FGF3 FGFR1 FGFRL1 FH FIG4 FKBP6 FKRP FKTN FOXA2 FOXC1 FOXC2 FOXE3 FOXL2 FRAS1 FREM1 FREM2 FZD4 GATAD2B GDF3 GDF6 GJA1 GJA5 GJA8 GLI2 GLI3 GLYCTK GMPPB GNAT2 GNPAT GP1BB GPC3 GPR143 GPR161 GPRASP2 GRIA4 GRIP1 GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 H19 HCCS HDAC6 HESX1 HHAT HIRA HMGB3 HMX1 HNRNPK HNRNPU HPS4 HPS5 HPS6 HRAS HS2ST1 HSPG2 HYLS1 IFT74 IGF1R IKBKG INTS1 INTU ITPR1 JAM3 JARID2 JMJD1C KCNK4 KERA KIF11 KIF14 KIF15 KIF1B KIF21A KIF7 KMT2D KNSTRN KRAS LAMB2 LARGE1 LDHD LETM1 LHX3 LHX4 LIMK1 LMBRD2 LMX1B LRP2 LRP5 LTBP2 LYST MAB21L2 MACF1 MAD2L2 MAF MAFB MAP2K2 MAPRE2 MAX MBTPS2 MC1R MDH2 MED12 MED13L MED25 MEF2C METTL27 MFRP MIR184 MITF MKS1 MLXIPL MPDZ MPLKIP MT-CYB MTSS2 MYO5A NAA10 NCF1 NDE1 NDP NDUFB11 NEFL NEU1 NEXMIF NF1 NFIX NHS NOTCH1 NR2F1 NRAS NSD2 NUAK2 NUP188 OCA2 OCRL OSGEP OTUD5 OTX2 PALB2 PAX2 PAX3 PAX6 PCYT1A PDE6C PDE6D PDE6H PDGFRB PEX7 PHGDH PHOX2A PHYH PIEZO2 PIGN PIK3CA PIK3CD PIK3R1 PITX2 PITX3 PLK4 PLXNA1 POGZ POLR1B POLR1C POLR1D POLR3A POMGNT1 POMGNT2 POMK POMT1 POMT2 PORCN POU1F1 POU6F2 PPP1CB PPP2R1A PQBP1 PRIM1 PROKR2 PROM1 PROP1 PRPH2 PRPS1 PRR12 PRSS56 PTCH1 PTF1A PTPN23 PUF60 PXDN RAB18 RAB3GAP1 RAB3GAP2 RAD51 RAD51C RARB RAX RB1 RBBP8 RBP4 RBPJ RECQL4 RERE REST RET RFC2 RFWD3 RFX7 RHOA RIPK4 RMRP RNF113A RNF135 ROBO1 RPGR RPGRIP1 RPGRIP1L RREB1 RSPO2 RTTN RXYLT1 SALL1 SALL4 SCN1A SCN8A SDHA SDHAF2 SDHB SDHC SDHD SEC24C SEM1 SEMA3E SETD2 SETD5 SF3B2 SHH SIN3A SIX3 SIX6 SLC16A12 SLC24A5 SLC25A11 SLC25A19 SLC25A24 SLC2A1 SLC38A8 SLC45A2 SLC6A1 SLX4 SMAD4 SMC5 SMCHD1 SMG9 SMO SMOC1 SNAP29 SNX10 SON SOX10 SOX2 SOX3 SPECC1L SPOP SRD5A3 STAG2 STIM1 STRA6 STX1A SYCE1 SYNGAP1 TARS1 TBC1D20 TBCE TBL1XR1 TBL2 TBR1 TBX1 TBX15 TCOF1 TCTN1 TCTN2 TCTN3 TENM3 TFAP2A TKFC TMEM107 TMEM127 TMEM216 TMEM231 TMEM237 TMEM270 TMEM67 TMEM98 TMTC3 TOGARAM1 TONSL TP63 TRIM28 TRIM44 TRIP13 TRIT1 TSPAN12 TUBA1A TUBA8 TUBB TUBB2B TUBB3 TUBGCP4 TUBGCP6 TXNDC15 TYR UBE2T UFD1 UGP2 VAC14 VAX1 VHL VPS13B VPS35L VPS37D VSX1 VSX2 WDR11 WDR37 WDR73 WNT10B WNT3 WNT7B WT1 XRCC2 XYLT2 YAP1 YME1L1 ZEB2 ZIC1 ZNF408 ZNF699 ZPR1 ZSWIM6 HP_APLASIA_HYPOPLASIA_AFFECTING_THE_FUNDUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_AFFECTING_THE_FUNDUS ABCA4 ALDH1A2 ALDH1A3 ANKRD11 AP3D1 APC ARNT2 ARSL ASNS ATAD3A ATF6 ATOH7 B3GALNT2 BLOC1S3 BLOC1S5 CACNA1C CACNA1F CASK CDC42BPB CDON CENPF CEP85L CFAP418 CHN1 CNGA3 CNGB3 COL18A1 COL25A1 CRPPA DCT DDHD2 DNMT3A DPYD EBP ELOVL4 EPG5 ERF EXOC2 FANCB FANCI FDFT1 FGFR1 FKRP FKTN FOXA2 FOXC1 FZD4 GATAD2B GDF3 GDF6 GLI2 GLYCTK GMPPB GNAT2 GNPAT GPR143 GPR161 GRIA4 HESX1 HMX1 HNRNPK HNRNPU HPS4 HPS5 HPS6 IFT74 IKBKG KCNK4 KIF14 KIF21A KNSTRN LAMB2 LARGE1 LHX3 LHX4 LYST MACF1 MAF MAFB MAP2K2 MBTPS2 MC1R MED12 MEF2C MPDZ MTSS2 MYO5A NDE1 NDP NEFL NEU1 NFIX NR2F1 OCA2 OTUD5 OTX2 PAX6 PDE6C PDE6H PHOX2A PIK3CD PLXNA1 POGZ POLR3A POMGNT1 POMK POMT1 POMT2 POU1F1 PPP1CB PPP2R1A PROKR2 PROM1 PROP1 PRPH2 PRPS1 PRR12 PTF1A PTPN23 PUF60 RECQL4 RFX7 RNF113A RNF135 ROBO1 RPGR RSPO2 RTTN SALL4 SCN8A SETD2 SIX6 SLC24A5 SLC25A19 SLC38A8 SLC45A2 SNAP29 SON SOX2 SOX3 SPOP SRD5A3 STAG2 TRIM44 TRIT1 TUBA1A TUBA8 TUBB2B TUBB3 TYR UGP2 WDR11 WNT3 WT1 YME1L1 ZIC1 ZPR1 ZSWIM6 HP_APLASIA_HYPOPLASIA_INVOLVING_BONES_OF_THE_FEET https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_INVOLVING_BONES_OF_THE_FEET ABCC9 ACVR1 ADA ADAMTS2 ADAMTSL2 ADNP ALMS1 ALOX12B ALOXE3 APC ARHGAP31 ARID1B ARL6 ARSL ASAH1 ASXL1 ATP6V1B2 B3GLCT BBS1 BGN BHLHA9 BMP2 BMPR1B BPNT2 BRD4 C12orf57 CAMK2G CANT1 CASZ1 CCBE1 CCDC28B CCDC47 CDC42BPB CDKL5 CENPE CEP120 CERT1 CHD7 CHST11 CHSY1 COG1 COG4 COL11A1 COL2A1 COL3A1 COX4I1 CPLX1 CTBP1 CTSK CUL4B DACT1 DCHS1 DCLRE1C DHCR7 DLK1 DLL4 DLX5 DNMT3A DOCK6 DYM DYNC1H1 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYRK1A EIF4A3 EOGT EP300 EZH2 FAM50A FAT4 FBN1 FBXL4 FBXO11 FGD1 FGFR1 FGFR2 FGFR3 FGFRL1 FIG4 FLI1 FLNA FLNB FMR1 GABBR2 GABRD GALNT2 GDF5 GHR GJA1 GLI3 GNAS GPC3 GPC4 GPX4 GRIP1 H4C3 HBA1 HBA2 HDAC4 HDAC6 HDAC8 HEATR3 HEPHL1 HERC2 HINT1 HNRNPR HOXA13 HOXD13 HSPG2 HTT HUWE1 IFT122 IFT140 IFT172 IFT52 IFT80 IGF1R IHH IL2RG IL7R INPPL1 IQCE KAT6A KCNAB2 KCNH1 KCNJ2 KCNJ5 KCNJ8 KCNN3 KDM4B KDM5C KIAA0753 KIF5C KMT2A KNSTRN LAS1L LBR LETM1 LIG4 LMBR1 LMNA LRP4 LTBP3 LUZP1 LZTFL1 MAGEL2 MAP3K20 MAP3K7 MAPK8IP3 MASP1 MBD5 MECP2 MEG3 MGP MIA3 MKRN3 MMP23B MSL3 MYCN NDN NEK1 NELFA NGLY1 NIPBL NOG NOTCH1 NOTCH2 NPAP1 NPR2 NSD2 NSDHL NSUN2 NTNG1 OCA2 OFD1 PDE4D PDGFRB PDPN PEX7 PHF6 PHYH PIGF PIGG PIGL PIGN PIGS PIGV PIK3CD POC1A PORCN PPM1D PRDM16 PRKAR1A PRKCZ PRKG2 PRMT7 PTH1R PTHLH PUF60 PWAR1 PWRN1 RAB23 RAB33B RAB3GAP2 RAD21 RAG1 RAG2 RBPJ RECQL4 RERE RIPK4 RMRP RNF2 RNU4ATAC ROBO1 ROR2 RSPRY1 RTL1 SALL1 SALL4 SATB1 SATB2 SF3B4 SHOX SIL1 SIM1 SIN3A SKI SLC26A2 SLC35C1 SMAD4 SMARCA2 SMARCA4 SMC1A SMC3 SMOC1 SNORD115-1 SNORD116-1 SNRPN SON SOX9 SPART SPECC1L SPEN SRY SVBP TBC1D24 TBCE TBL1XR1 TBX22 TBX3 TCF4 TELO2 TGDS TNNT3 TONSL TP63 TPR TRIP11 TRPS1 TRPV4 TRRAP TTC21B TUBB3 TWIST1 UBE2A UBE4B USP7 USP9X VAC14 VPS13B VPS35L WASF1 WDR19 WDR35 WDR81 WLS WNT10B WNT7A ZMIZ1 ZMYM2 ZNF407 HP_APLASIA_HYPOPLASIA_INVOLVING_BONES_OF_THE_LOWER_LIMBS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_INVOLVING_BONES_OF_THE_LOWER_LIMBS ABCC9 ACVR1 ADA ADAMTS2 ADAMTSL2 ADNP AFF3 AFF4 AGPS AIFM1 ALG12 ALMS1 ALOX12B ALOXE3 ALPL AMER1 AMMECR1 ANAPC1 APC ARHGAP31 ARID1B ARL6 ARL6IP6 ARSL ASAH1 ASXL1 ATP6V1B2 ATP7A ATR B3GALT6 B3GLCT BBS1 BGN BHLHA9 BMP2 BMPR1B BPNT2 BRD4 C12orf57 CAMK2A CAMK2G CANT1 CASZ1 CCBE1 CCDC28B CCDC47 CCN6 CDC42BPB CDC45 CDC6 CDH11 CDKL5 CDT1 CENPE CEP120 CERT1 CFAP410 CHD4 CHD7 CHRNG CHST11 CHST3 CHSY1 CHUK COG1 COG4 COL11A1 COL2A1 COL3A1 COMP COX4I1 CPLANE1 CPLX1 CTBP1 CTC1 CTSK CUL4B DACT1 DCHS1 DCLRE1C DDRGK1 DHCR7 DLK1 DLL4 DLX5 DNMT3A DOCK6 DONSON DYM DYNC1H1 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYRK1A EIF4A3 EOGT EP300 ESCO2 EXOC6B EXT1 EXT2 EZH2 FAM50A FAT4 FBN1 FBXL4 FBXO11 FGD1 FGFR1 FGFR2 FGFR3 FGFRL1 FIG4 FKBP10 FLI1 FLNA FLNB FMR1 FN1 FZD2 GABBR2 GABRD GALNT2 GDF5 GHR GJA1 GJB2 GJB6 GLI3 GMNN GNA11 GNAS GPC3 GPC4 GPC6 GPX4 GRIP1 H4C3 HBA1 HBA2 HDAC4 HDAC6 HDAC8 HEATR3 HEPHL1 HERC2 HINT1 HNRNPR HOXA13 HOXD13 HSPG2 HTT HUWE1 HYLS1 IDUA IFNGR1 IFT122 IFT140 IFT172 IFT52 IFT80 IGF1R IHH IL2RG IL7R INPPL1 INTU IQCE KAT6A KAT6B KCNAB2 KCNH1 KCNJ2 KCNJ5 KCNJ8 KCNN3 KDM4B KDM5C KIAA0753 KIF5C KMT2A KNSTRN LAMA5 LAS1L LBR LETM1 LIFR LIG4 LMBR1 LMNA LMX1B LRP4 LTBP3 LUZP1 LZTFL1 MAGEL2 MAP3K20 MAP3K7 MAPK8IP3 MASP1 MATN3 MBD5 MBTPS1 MECP2 MEG3 MET MGP MIA3 MKRN3 MMP13 MMP23B MMP9 MSL3 MTHFS MTX2 MYCN NANS NDN NEK1 NELFA NGLY1 NIPBL NOG NOTCH1 NOTCH2 NPAP1 NPR2 NSD2 NSDHL NSUN2 NTNG1 OCA2 OFD1 ORC1 ORC4 ORC6 PAPSS2 PDE4D PDGFRB PDPN PEX5 PEX7 PHF6 PHYH PIGF PIGG PIGL PIGN PIGS PIGV PIK3C2A PIK3CD PITX1 POC1A POLR3A POP1 PORCN PPIB PPM1D PRDM16 PRG4 PRKAR1A PRKCZ PRKG2 PRMT7 PTH1R PTHLH PUF60 PWAR1 PWRN1 RAB23 RAB33B RAB3GAP2 RAD21 RAG1 RAG2 RBM8A RBPJ RECQL4 RERE RIPK4 RMRP RNF2 RNU4ATAC ROBO1 ROR2 RSPRY1 RTL1 RUNX2 SALL1 SALL4 SATB1 SATB2 SERPINH1 SF3B4 SHH SHOX SIL1 SIM1 SIN3A SKI SLC10A7 SLC26A2 SLC31A1 SLC35A2 SLC35C1 SLC35D1 SLC39A13 SMAD4 SMARCA2 SMARCA4 SMC1A SMC3 SMOC1 SNORD115-1 SNORD116-1 SNRPN SON SOX9 SPART SPECC1L SPEN SRY STXBP1 SUCLG1 SVBP TAPT1 TBC1D24 TBCE TBL1XR1 TBX15 TBX22 TBX3 TBX4 TCF4 TCTN3 TELO2 TGDS TMEM67 TNFRSF11A TNNT3 TONSL TP63 TPR TRAF3IP1 TRAPPC2 TRIP11 TRPS1 TRPV4 TRPV6 TRRAP TTC21B TUBB3 TWIST1 UBE2A UBE4B UBR7 USP7 USP9X VAC14 VPS13B VPS35L WASF1 WDR19 WDR35 WDR81 WLS WNT10B WNT7A XYLT1 ZMIZ1 ZMYM2 ZNF407 ZSWIM6 HP_APLASIA_HYPOPLASIA_INVOLVING_BONES_OF_THE_THORAX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_INVOLVING_BONES_OF_THE_THORAX ACTB ALDH1A2 ALG12 ALPL ALX4 ARID1B ATP6V1B2 ATP7A ATR B3GALT6 B3GAT3 B4GALT7 B4GAT1 BCOR BGN BMP2 BMPER BMPR1A BUB1B C2CD3 CASZ1 CBFB CCDC22 CDC42BPB CDC45 CDC6 CDT1 CENPJ CEP120 CEP152 CHD4 CHST3 COL11A1 COL11A2 COL2A1 CPLANE1 CSPP1 CTSK CUL7 DCHS1 DDR2 DDRGK1 DLK1 DNMT3A DONSON DPYSL5 DYM DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLT2B EFNB1 ERMARD EVC EVC2 EZH2 FAT4 FBN1 FBXL3 FGFR1 FGFR2 FGFR3 FIG4 FLI1 FLNA FLNB FRA10AC1 FRAS1 FUZ GABRD GMNN GNPTAB GPC3 GPC4 GPX4 GSC HDAC6 HES7 HNRNPR HOXD13 HSPG2 IDUA IFT122 IFT140 IFT172 IFT43 IFT80 IFT81 IHH INPPL1 INTU KCNAB2 KIAA0586 KMT2A KYNU LAMA5 LBR LEMD2 LMNA LMX1B LRP2 LUZP1 MEG3 MMP23B MSX2 MYF5 NAA10 NALCN NEK1 NFASC NFIX NIPBL NKX3-2 NOG NSDHL NUP88 ORC1 ORC4 ORC6 PAICS PAM16 PCGF2 PCNT PDPN PIGL PLCB3 POR PORCN PRDM16 PRIM1 PRKCZ PSMB8 PTCH1 PTDSS1 PTEN PTH1R PTPN11 PUF60 RBM10 RERE RIPK4 RNU12 RNU4ATAC ROR2 RPS19 RRAS2 RSPO2 RTL1 RUNX2 SALL4 SCARF2 SCUBE3 SETBP1 SF3B4 SIX6 SKI SLC26A2 SLC35D1 SMO SNRPB SOX2 SOX9 SPEN SRCAP TAPT1 TBC1D24 TBCK TBX15 TBX3 TBX5 TBX6 TMEM231 TOR1A TRIP11 TRPV4 TRPV6 TWIST1 UBA1 UBE4B VAC14 VANGL1 VPS35L WASHC5 WDR35 WNT3 WNT7A XYLT1 ZMPSTE24 HP_APLASIA_HYPOPLASIA_INVOLVING_BONES_OF_THE_UPPER_LIMBS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_INVOLVING_BONES_OF_THE_UPPER_LIMBS ABCA12 ABCC9 ACAN ACP5 ACTL6B ACVR1 ADA2 ADAMTS10 ADAMTSL2 ADNP AFF4 AGPS AIFM1 ALDH18A1 ALG12 ALG13 ALG6 ALMS1 ALOX12B ALOXE3 ANAPC1 ANKRD11 ANTXR2 AP1G1 APC ARHGAP31 ARID1A ARID1B ARID2 ARSL ARX ASAH1 ASPH ASXL2 ATP6V1B2 ATP7A ATR B2M B3GALT6 B3GLCT BCOR BCR BGN BHLHA9 BICRA BMP2 BMP4 BMPR1B BPNT2 BPTF BRCA1 BRCA2 BRD4 BRF1 BRIP1 BTRC CACNA2D1 CAMK2G CAMTA1 CANT1 CASK CBFB CCBE1 CCDC22 CCDC8 CCNQ CD96 CDC42BPB CDH11 CDK10 CDKL5 CDKN1C CENPE CEP152 CHD7 CHN1 CHRNA1 CHRND CHRNG CHST11 CHST3 CHSY1 CHUK CLCN7 CNOT2 CNOT3 COG1 COG4 COL10A1 COL11A1 COL11A2 COL25A1 COL2A1 COL3A1 COL9A2 COL9A3 COMP COX4I1 CPLX1 CREBBP CRIPT CRKL CRLF1 CSGALNACT1 CTBP1 CTNND2 CTSK CUL3 CUL4B CUL7 CWC27 DCHS1 DDR2 DHCR7 DHODH DLK1 DLL4 DLX5 DLX6 DMXL2 DNMT3A DOCK6 DONSON DPF2 DPH1 DPH2 DPM1 DVL1 DVL3 DYM DYNC1H1 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 EDA EDA2R EIF2AK3 EIF4A3 EN1 EOGT EP300 EPS15L1 ERCC4 ESCO2 EVC EVC2 EXOC6B EXT1 EXT2 EXTL3 FAM50A FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAT4 FBN1 FBXL3 FBXO11 FBXO28 FBXW4 FERMT1 FGD1 FGF10 FGF16 FGF9 FGFR1 FGFR2 FGFR3 FGFRL1 FIG4 FKBP10 FLNA FLNB FMR1 FN1 FRAS1 FTSJ1 FZD2 GABBR2 GALNT2 GATA1 GDF5 GGCX GJA1 GJA5 GJA8 GLI1 GLI3 GMNN GNAO1 GNAS GNAS-AS1 GNB2 GNPAT GNPTAB GPC3 GPC4 GPC6 GPX4 GRIN1 GRM7 GSC HDAC4 HDAC6 HDAC8 HEATR3 HERC2 HESX1 HHAT HMGA2 HNRNPR HOXA13 HOXD13 HPGD HTT HUWE1 HYLS1 IFT122 IFT140 IFT43 IFT52 IFT57 IFT80 IFT81 IGF1R IGF2 IHH IKBKG INPP5K INPPL1 INTU IRX5 JAG1 KAT6B KCNA1 KCNH1 KCNJ2 KCNJ5 KCNJ8 KCNN3 KDM1A KDM4B KDM5C KDM6A KIAA0753 KIF15 KIF21A KIF22 KIF5C KIFBP KLHL15 KMT2A KMT2D KNSTRN KRAS LAMA5 LAS1L LBR LETM1 LHX3 LHX4 LIG4 LMBR1 LMNA LMNB2 LONP1 LRP4 LTBP2 LTBP3 MACROH2A1 MAD2L2 MAFB MAGEL2 MAP3K7 MAPK1 MAPK8IP3 MAPRE2 MASP1 MATN3 MBD5 MCTP2 MECOM MECP2 MED12 MEG3 MEGF8 MEIS2 MGP MIR140 MIR17HG MKRN3 MMP13 MMP9 MRPS28 MSL3 MTFMT MTHFS MTOR MYCN MYH3 MYSM1 NALCN NANS NDN NEK1 NELFA NEPRO NEUROD2 NFIX NGLY1 NHS NIN NIPBL NOG NOTCH1 NOTCH2 NPAP1 NPR2 NSD2 NSDHL NSUN2 NTNG1 NXN OBSL1 OCA2 OFD1 ORC1 P3H1 PALB2 PCGF2 PCNT PCYT1A PDE3A PDE4D PDGFRB PEX5 PEX7 PGAP2 PGAP3 PHF6 PHOX2A PHYH PIGB PIGF PIGG PIGL PIGN PIGO PIGP PIGQ PIGS PIGT PIGV PIGW PIGY PIK3C2A PIK3CD PIK3R1 PITX1 PKDCC PLAG1 PLXND1 PNKP POC1A POLA1 POLR3A POR PORCN POU1F1 PPM1D PPP2R3C PRIM1 PRKACA PRKACB PRKAR1A PRKG2 PRMT7 PROP1 PSMD12 PTCH1 PTDSS1 PTH1R PTHLH PUF60 PUM1 PWAR1 PWRN1 RAB33B RAB3GAP2 RAC1 RAD21 RAD51 RAD51C RAI1 RB1 RBBP8 RBM10 RBM8A RBPJ RECQL4 REV3L RFWD3 RIPK4 RMRP RNF2 RNU4ATAC ROBO1 ROR2 RPL10 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS6KA3 RPS7 RSPO2 RSPRY1 RTL1 RUNX2 RYR3 SALL4 SATB1 SATB2 SCARF2 SCN1B SCN2A SCUBE3 SEM1 SEMA5A SETBP1 SF3B4 SH3PXD2B SHH SHOX SIK1 SIL1 SIM1 SIN3A SLC25A22 SLC25A24 SLC26A2 SLC32A1 SLC39A13 SLC6A17 SLCO2A1 SLX4 SMAD4 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMOC1 SNIP1 SNORD115-1 SNORD116-1 SNRPB SNRPN SON SOX11 SOX4 SOX9 SPECC1L SRCAP SRY STAMBP STX16 SUCLG1 SVBP TBC1D24 TBCE TBL1XR1 TBX3 TBX5 TCF4 TCTN3 TELO2 TFAP2A TFAP2B TGDS TGFB1 TMEM53 TNFRSF11B TNNI2 TNNT3 TONSL TP63 TPM2 TRIM8 TRIO TRIP11 TRPM3 TRPS1 TRPV4 TSR2 TUBA1A TUBB2B TUBB3 TWIST1 TWIST2 UBE2T UNC80 USP7 USP9X VAC14 VPS13B VPS35L WAC WDR19 WDR35 WDR81 WIPI2 WNT10B WNT5A WNT7A WRN XRCC2 XYLT1 YY1AP1 ZBTB20 ZIC3 ZMIZ1 ZMPSTE24 ZMYM2 ZNF699 HP_APLASIA_HYPOPLASIA_INVOLVING_FOREARM_BONES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_INVOLVING_FOREARM_BONES AFF4 ALG12 APC ATR B2M BHLHA9 BMPR1B BRCA1 BRCA2 BRIP1 CCDC8 CCNQ CHD7 CHN1 CHST3 COL2A1 CUL7 DHCR7 DHODH DONSON DYNC2H1 EIF4A3 ERCC4 ESCO2 EXOC6B EXT1 EXT2 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FGF10 FGFR1 FGFR2 FGFR3 FKBP10 FLNB GDF5 GLI3 GSC HOXD13 IFT81 IHH JAG1 LMBR1 LRP4 MACROH2A1 MAD2L2 MAFB MMP13 MMP9 MYH3 NALCN NIPBL NOG NPR2 OBSL1 PALB2 PDE4D PIGT PITX1 PLXND1 PRKAR1A RAD51 RAD51C RBM10 RBM8A RECQL4 REV3L RFWD3 RIPK4 ROR2 RPL26 RPS19 SALL4 SCARF2 SF3B4 SHH SHOX SLX4 TBX3 TBX5 TGFB1 TNNI2 TNNT3 TPM2 TRIO TRIP11 UBE2T VPS35L WNT7A XRCC2 ZIC3 HP_APLASIA_HYPOPLASIA_INVOLVING_THE_CARPAL_BONES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_INVOLVING_THE_CARPAL_BONES ALDH18A1 COMP DYM EIF2AK3 EXOC6B GNPTAB KIF22 LMBR1 NANS RBM8A RECQL4 RSPRY1 SALL4 TRPV4 WNT7A XRCC2 HP_APLASIA_HYPOPLASIA_INVOLVING_THE_FEMORAL_HEAD_AND_NECK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_INVOLVING_THE_FEMORAL_HEAD_AND_NECK AIFM1 B3GALT6 BMPR1B CANT1 CCN6 CFAP410 CHD4 CHST3 COL2A1 COMP CTC1 DDRGK1 DLK1 EXOC6B FGFR3 FN1 IDUA IFNGR1 IFT140 IHH LBR MATN3 MBTPS1 MEG3 MMP9 MTX2 NANS PEX5 PIK3C2A POC1A POP1 PRG4 RAD21 RSPRY1 RTL1 RUNX2 SHOX SLC10A7 SLC26A2 SLC39A13 TMEM67 TONSL TRAF3IP1 TRAPPC2 TRPV4 XYLT1 HP_APLASIA_HYPOPLASIA_INVOLVING_THE_METACARPAL_BONES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_INVOLVING_THE_METACARPAL_BONES ACVR1 ADAMTSL2 ANAPC1 ASXL2 B3GALT6 B3GLCT BGN BMP2 BMPR1B BPNT2 BRD4 CANT1 CD96 CHST3 CHSY1 COG4 COL11A2 COL2A1 COL9A3 COMP CWC27 DCHS1 DDR2 DLK1 DNMT3A DONSON DYM EIF4A3 EXT1 EXT2 EXTL3 FANCD2 FANCI FAT4 FBN1 FBXL3 FERMT1 FGF16 FGFR1 FIG4 FLNA FLNB FZD2 GDF5 GLI3 GNAS GNAS-AS1 GPX4 HDAC4 HDAC8 HHAT HOXA13 HOXD13 IFT52 IFT80 IHH INPPL1 KCNJ2 KNSTRN LAMA5 LBR LMBR1 LONP1 LTBP3 MAP3K7 MATN3 MEG3 MYSM1 NEPRO NHS NIPBL NOG NPR2 P3H1 PCNT PCYT1A PDE3A PDE4D PEX7 PHYH PIGS PIK3CD PLXND1 POC1A POR PORCN PRKAR1A PRKG2 PRMT7 PTCH1 PTH1R PTHLH RAB33B RAB3GAP2 RAD21 RECQL4 REV3L RIPK4 RMRP RNU4ATAC ROBO1 ROR2 RPS6KA3 RSPRY1 RTL1 RUNX2 SALL4 SETBP1 SHH SHOX SIL1 SLC26A2 SLC39A13 SMARCA2 SMC1A SMC3 SOX9 SRCAP SRY STX16 SVBP TBX3 TGDS TP63 TRIO TRIP11 TRPS1 TWIST2 VAC14 VPS13B VPS35L WNT7A XRCC2 XYLT1 HP_APLASIA_HYPOPLASIA_INVOLVING_THE_MUSCULATURE_OF_THE_UPPER_LIMBS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_INVOLVING_THE_MUSCULATURE_OF_THE_UPPER_LIMBS FLNA LMX1B MAP3K7 RBM8A SALL4 HP_APLASIA_HYPOPLASIA_INVOLVING_THE_NOSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_INVOLVING_THE_NOSE ALG9 ALX1 ALX4 ANKRD11 ASXL3 ATP6V1B2 BCR BICRA BRCA1 CENPJ CKAP2L CLP1 COL3A1 CREBBP CRKL CTNNB1 CWC27 DDB1 DDR2 DGCR2 DGCR6 DGCR8 DYRK1A EDA EDEM3 EDN3 EDNRB EIF5A ESCO2 ESS2 EXT2 FGF3 FLNB FRAS1 FREM2 GHR GJA1 GMNN GRIP1 H3-3A HDAC4 HNRNPH2 HNRNPK IARS2 KANSL1 KCNJ6 KMT2D LMBR1 LMNA MADD MAPK1 MGP MITF MTX2 MVK MYH3 MYMX MYO18B NAA10 NALCN NEXMIF NFIX NOG NSUN2 OFD1 ORC4 OTX2 PAX3 PCNT PHF21A PIK3R1 PLEC PPP1CB PPP2R3C PRPS1 PRRX1 PTCH1 PURA PYCR1 RDH11 RECQL RECQL4 RIPK4 RNU4ATAC RSPO2 SCARF2 SCNM1 SIN3A SIX3 SLC37A4 SMARCA2 SMCHD1 SOX10 SOX11 SPATA5 SRCAP STAG2 TAF6 TBX1 TGIF1 TMLHE TONSL TP63 TRIO TRPS1 TWIST1 TWIST2 TXNL4A UBE2A UBR1 USB1 USH1G WNT3 ZMPSTE24 HP_APLASIA_HYPOPLASIA_INVOLVING_THE_PELVIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_INVOLVING_THE_PELVIS ABCC9 AIFM1 B3GALT6 BMPR1B CANT1 CCDC8 CCN6 CEP120 CFAP410 CHD4 CHST3 COL11A2 COL2A1 COMP CPLX1 CTBP1 CTC1 CUL7 DDRGK1 DLK1 ERCC6 ERCC8 EXOC6B FGFR2 FGFR3 FN1 HSPG2 IDUA IFNGR1 IFT140 IHH INPPL1 INTU KAT6B LBR LETM1 MATN3 MBTPS1 MEG3 MMP9 MTX2 NANS NELFA NSD2 NSDHL OBSL1 PEX5 PIGG PIK3C2A POC1A POP1 PORCN PRG4 RAD21 RSPO2 RSPRY1 RTL1 RUNX2 SETBP1 SHOX SLC10A7 SLC26A2 SLC39A13 SMARCAL1 TBX15 TMEM67 TONSL TRAF3IP1 TRAPPC2 TRPV4 WNT3 WNT7A XYLT1 HP_APLASIA_HYPOPLASIA_INVOLVING_THE_SINUSES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_INVOLVING_THE_SINUSES AGA ALX1 ALX3 AMER1 ATRX COL11A1 CTSK DNAI1 FLNA FUCA1 NOTCH2 RUNX2 SFRP4 SIX2 SMCHD1 TRIM37 HP_APLASIA_HYPOPLASIA_INVOLVING_THE_SKELETAL_MUSCULATURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_INVOLVING_THE_SKELETAL_MUSCULATURE ACTA1 ALG9 ATP6V0A2 B3GALNT2 B4GAT1 CAV3 CHRNA1 CHRND CHRNG COL4A1 COLEC11 CRPPA DAG1 FBN2 FKRP FKTN FLNA FLVCR2 GLE1 HACD1 HBB INPP5K ITGA7 LARGE1 LMX1B MAP3K20 MAP3K7 MYL2 MYMK MYMX PIEZO2 PLXND1 PMP22 POMGNT1 POMGNT2 POMK POMT1 POMT2 RBM8A REV3L RXYLT1 SALL4 SCN4A SELENON SIL1 TBX3 TBX5 TPM2 TPM3 TRPV4 HP_APLASIA_HYPOPLASIA_INVOLVING_THE_SKELETON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_INVOLVING_THE_SKELETON AARS1 ABCA12 ABCC9 ABCD1 ABCD4 ACAN ACP5 ACTA1 ACTB ACTG1 ACTG2 ACTL6B ACVR1 ADA ADA2 ADAMTS10 ADAMTS2 ADAMTSL2 ADAT3 ADGRG1 ADGRG6 ADNP AEBP1 AFF3 AFF4 AGA AGPS AGRN AHDC1 AIFM1 AKT1 ALDH18A1 ALDH1A2 ALG1 ALG12 ALG13 ALG14 ALG6 ALG9 ALMS1 ALOX12B ALOXE3 ALPL ALX1 ALX3 ALX4 AMER1 AMMECR1 ANAPC1 ANAPC7 ANK1 ANKLE2 ANKRD11 ANTXR1 ANTXR2 AP1G1 APC ARCN1 ARHGAP31 ARID1A ARID1B ARID2 ARL6 ARL6IP6 ARSB ARSL ARVCF ARX ASAH1 ASNS ASPH ASXL1 ASXL2 ASXL3 ATAD3A ATP6AP2 ATP6V0A2 ATP6V1B2 ATP7A ATPAF2 ATR ATRIP ATRX AUTS2 B2M B3GALT6 B3GAT3 B3GLCT B4GALT7 B4GAT1 B9D1 B9D2 BANF1 BAZ1B BBS1 BCAP31 BCL11A BCL11B BCL7B BCOR BCR BDNF BGN BHLHA9 BICD2 BICRA BLM BLTP1 BMP2 BMP4 BMPER BMPR1A BMPR1B BPNT2 BPTF BRAF BRAT1 BRCA1 BRCA2 BRD4 BRF1 BRIP1 BTRC BUB1 BUB1B BUB3 BUD23 C12orf57 C1R C1S C2CD3 CA2 CACNA1C CACNA2D1 CAMK2A CAMK2G CAMTA1 CANT1 CARS1 CASK CASZ1 CBFB CBL CC2D2A CCBE1 CCDC22 CCDC28B CCDC32 CCDC47 CCDC8 CCL2 CCN6 CCNQ CD96 CDC42BPB CDC45 CDC6 CDCA7 CDH11 CDK10 CDK5 CDKL5 CDKN1C CDT1 CENPE CENPF CENPJ CEP120 CEP152 CEP290 CEP55 CEP57 CERT1 CFAP410 CFL2 CHAT CHD4 CHD5 CHD7 CHD8 CHN1 CHRNA1 CHRND CHRNG CHST11 CHST14 CHST3 CHSY1 CHUK CILK1 CLCF1 CLCN3 CLCN7 CLIP2 CLPB CLTCL1 CNOT2 CNOT3 CNTNAP1 COASY COG1 COG4 COG7 COG8 COL10A1 COL11A1 COL11A2 COL12A1 COL13A1 COL1A1 COL1A2 COL25A1 COL2A1 COL3A1 COL5A1 COL6A1 COL6A2 COL6A3 COL9A1 COL9A2 COL9A3 COMP COMT COX4I1 COX7B CPE CPLANE1 CPLX1 CREB3L1 CREBBP CRIPT CRKL CRLF1 CRTAP CSGALNACT1 CSNK2A1 CSPP1 CTBP1 CTC1 CTDP1 CTNND2 CTSK CTU2 CUL3 CUL4B CUL7 CWC27 D2HGDH DACT1 DCHS1 DCLRE1C DDR2 DDRGK1 DDX3X DEAF1 DHCR24 DHCR7 DHODH DICER1 DIS3L2 DLK1 DLL4 DLX5 DLX6 DMXL2 DNA2 DNAI1 DNAJC21 DNAJC30 DNMT3A DNMT3B DOCK6 DOK7 DONSON DPAGT1 DPF2 DPH1 DPH2 DPH5 DPM1 DPM2 DPYD DPYSL5 DSE DSTYK DVL1 DVL3 DYM DYNC1H1 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLT2B DYRK1A DZIP1L EBP ECEL1 EDA EDA2R EDN1 EDNRA EED EFEMP2 EFNB1 EFTUD2 EIF2AK3 EIF4A3 EIF4H EIF5A ELN EMC1 EMG1 EN1 EOGT EP300 EPG5 EPS15L1 ERBB3 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERGIC1 ERMARD ESCO2 EVC EVC2 EXOC6B EXT1 EXT2 EXTL3 EYA1 EZH2 FAM149B1 FAM20C FAM50A FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAT4 FBN1 FBN2 FBXL3 FBXL4 FBXO11 FBXO28 FBXW11 FBXW4 FDFT1 FERMT1 FGD1 FGF10 FGF16 FGF3 FGF9 FGFR1 FGFR2 FGFR3 FGFRL1 FIG4 FKBP10 FKBP6 FKRP FKTN FLCN FLI1 FLII FLNA FLNB FLVCR2 FMR1 FN1 FOCAD FOXC2 FOXF1 FOXG1 FRA10AC1 FRAS1 FTSJ1 FUCA1 FUT8 FUZ FZD2 GABBR2 GABRA3 GABRD GAD1 GALNS GALNT2 GATA1 GATA4 GATAD2B GBA1 GDF11 GDF5 GEMIN4 GGCX GHR GJA1 GJA5 GJA8 GJB2 GJB6 GLB1 GLDN GLE1 GLI1 GLI3 GLUL GMNN GNA11 GNAI3 GNAO1 GNAS GNAS-AS1 GNB2 GNPAT GNPTAB GNS GOLGA2 GON7 GP1BB GPC3 GPC4 GPC6 GPKOW GPX4 GRB10 GRIN1 GRIP1 GRM7 GSC GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GUSB H3-3A H4C3 H4C9 HAAO HACD1 HBA1 HBA2 HCCS HDAC4 HDAC6 HDAC8 HEATR3 HECTD4 HELLS HEPHL1 HERC2 HES7 HESX1 HHAT HINT1 HIRA HMGA2 HMX1 HNRNPH2 HNRNPR HNRNPU HOXA13 HOXB1 HOXD13 HPGD HRAS HSD17B4 HSPG2 HTT HUWE1 HYLS1 HYMAI HYOU1 IARS2 IDH1 IDH2 IDUA IFNGR1 IFT122 IFT140 IFT172 IFT43 IFT52 IFT57 IFT80 IFT81 IGF1 IGF1R IGF2 IGFALS IHH IKBKG IL2RG IL6ST IL7R INPP5K INPPL1 INTS1 INTU IPO8 IQCE IQSEC2 IRF6 IRX5 ITGA7 JAG1 JMJD1C KAT6A KAT6B KATNB1 KBTBD13 KCNA1 KCNAB2 KCNH1 KCNJ2 KCNJ5 KCNJ6 KCNJ8 KCNK4 KCNK9 KCNMA1 KCNN3 KDM1A KDM4B KDM5C KDM6A KIAA0586 KIAA0753 KIDINS220 KIF14 KIF15 KIF21A KIF22 KIF26A KIF5C KIF7 KIFBP KLHL15 KLHL41 KMT2A KMT2D KNL1 KNSTRN KPTN KRAS KYNU LAGE3 LAMA5 LARGE1 LAS1L LBR LEMD2 LEMD3 LETM1 LFNG LGI4 LHX3 LHX4 LIFR LIG4 LIMK1 LMBR1 LMBRD2 LMNA LMNB2 LMOD3 LMX1B LONP1 LRP2 LRP4 LRPPRC LRRC32 LTBP2 LTBP3 LTBP4 LUZP1 LZTFL1 LZTR1 MAB21L2 MACROH2A1 MAD1L1 MAD2L2 MADD MAFB MAGEL2 MAN2C1 MAP2K1 MAP3K20 MAP3K7 MAPK1 MAPK8IP3 MAPRE2 MARS1 MASP1 MATN3 MBD5 MBTPS1 MBTPS2 MCM5 MCTP2 MECOM MECP2 MED12 MEG3 MEGF8 MEIS2 MET METTL27 MGP MIA3 MID1 MINPP1 MIPEP MIR140 MIR17HG MITF MKRN3 MKS1 MLXIPL MMP13 MMP2 MMP23B MMP9 MNX1 MPLKIP MRAS MRPS28 MSL3 MSTO1 MSX2 MTFMT MTHFS MTOR MTX2 MUSK MYBPC1 MYCN MYF5 MYH3 MYH7 MYH8 MYL2 MYMK MYMX MYO18B MYO9A MYOD1 MYPN MYSM1 NAA10 NALCN NANS NBAS NBN NCAPG2 NCF1 NDE1 NDN NDUFB11 NEB NECTIN1 NEDD4L NEK1 NEK9 NELFA NEPRO NEUROD2 NF1 NFASC NFIX NGLY1 NHS NIN NIPBL NKX2-6 NKX3-2 NODAL NOG NOTCH1 NOTCH2 NOTCH3 NPAP1 NPR2 NRAS NRCAM NSD1 NSD2 NSDHL NSMCE2 NSUN2 NTNG1 NUP107 NUP133 NUP85 NUP88 NXN OBSL1 OCA2 OCLN OCRL OFD1 ORC1 ORC4 ORC6 OSGEP OSTM1 OTX2 P3H1 P4HB PAH PAICS PAK2 PALB2 PAM16 PAPSS2 PAX1 PAX6 PAX7 PCGF2 PCNT PCYT1A PDE3A PDE4D PDE6D PDGFRB PDHA1 PDPN PEPD PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PGAP2 PGAP3 PGM1 PHF21A PHF6 PHGDH PHIP PHOX2A PHYH PI4KA PIEZO1 PIEZO2 PIGA PIGB PIGF PIGG PIGL PIGN PIGO PIGP PIGQ PIGS PIGT PIGV PIGW PIGY PIK3C2A PIK3CA PIK3CD PIK3R1 PITX1 PKDCC PKHD1 PLA2G6 PLAA PLAG1 PLAGL1 PLCB3 PLCB4 PLK4 PLVAP PLXND1 PNKP POC1A POGZ POLA1 POLD1 POLE POLR1A POLR1B POLR1C POLR1D POLR3A POMGNT1 POMT1 POMT2 POP1 POR PORCN POU1F1 PPIB PPM1D PPP1R12A PPP1R15B PPP2R3C PPP3CA PQBP1 PRDM13 PRDM16 PRG4 PRIM1 PRKACA PRKACB PRKAR1A PRKCZ PRKG2 PRMT7 PROP1 PRORP PRRX1 PRUNE1 PSAT1 PSMB8 PSMC1 PSMD12 PSPH PTCH1 PTDSS1 PTEN PTH1R PTHLH PTPN11 PUF60 PUM1 PURA PUS1 PUS7 PWAR1 PWRN1 PYROXD1 RAB18 RAB23 RAB33B RAB3GAP1 RAB3GAP2 RAC1 RAC3 RAD21 RAD51 RAD51C RAF1 RAG1 RAG2 RAI1 RAPSN RARB RASA2 RB1 RBBP8 RBM10 RBM8A RBPJ RDH11 RECQL4 RELN RERE REV3L RFC2 RFT1 RFWD3 RHOBTB2 RIN2 RINT1 RIPK4 RIT1 RLIM RMRP RNF113A RNF2 RNU12 RNU4ATAC ROBO1 ROR2 RPGRIP1 RPGRIP1L RPL10 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS6KA3 RPS7 RRAS RRAS2 RREB1 RSPO2 RSPRY1 RTL1 RTTN RUNX2 RYR3 SALL1 SALL4 SATB1 SATB2 SC5D SCARF2 SCN1B SCN2A SCN4A SCUBE3 SCYL2 SEC24C SEC24D SEC31A SELENON SEM1 SEMA5A SERPINH1 SETBP1 SETD2 SETD5 SF3B2 SF3B4 SFRP4 SH2B1 SH3PXD2B SHANK3 SHH SHOX SIK1 SIK3 SIL1 SIM1 SIN3A SIX1 SIX2 SIX6 SKI SLC10A7 SLC18A3 SLC25A1 SLC25A19 SLC25A22 SLC25A24 SLC26A2 SLC29A3 SLC2A10 SLC31A1 SLC32A1 SLC35A2 SLC35A3 SLC35B2 SLC35C1 SLC35D1 SLC37A4 SLC39A13 SLC39A8 SLC5A7 SLC6A17 SLCO2A1 SLX4 SMAD4 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMC5 SMCHD1 SMG8 SMO SMOC1 SNAP25 SNIP1 SNORD115-1 SNORD116-1 SNRPB SNRPN SON SOS1 SOS2 SOX11 SOX2 SOX4 SOX6 SOX9 SP7 SPART SPATA5L1 SPECC1L SPEG SPEN SPOP SPRED1 SPRED2 SPRTN SRCAP SRPX2 SRY SSR4 STAC3 STAG1 STAG2 STAMBP STRA6 STX16 STX1A STXBP1 SUCLG1 SUMF1 SUPT16H SUZ12 SVBP SYT2 TAB2 TAF1 TAPT1 TARS1 TASP1 TBC1D20 TBC1D24 TBCD TBCE TBCK TBL1XR1 TBL2 TBX1 TBX15 TBX22 TBX3 TBX4 TBX5 TBX6 TBXT TCF4 TCIRG1 TCOF1 TCTN1 TCTN2 TCTN3 TELO2 TENT5A TFAP2A TFAP2B TGDS TGFB1 TGFBR1 TGFBR2 THOC6 TMCO1 TMEM107 TMEM216 TMEM231 TMEM237 TMEM270 TMEM53 TMEM67 TMEM70 TNFRSF11A TNFRSF11B TNNI2 TNNT3 TNRC6B TOE1 TONSL TOPORS TOR1A TP53RK TP63 TPM2 TPM3 TPR TPRKB TRAF3IP1 TRAIP TRAPPC2 TRIM37 TRIM8 TRIO TRIP11 TRIP13 TRIP4 TRMT10A TRPM3 TRPS1 TRPV4 TRPV6 TRRAP TSEN54 TSR2 TTC21B TTN TUBA1A TUBB TUBB2B TUBB3 TWIST1 TWIST2 TXNDC15 TXNL4A UBA1 UBE2A UBE2T UBE3B UBE4B UBR7 UFD1 UNC80 UPF3B USB1 USP7 USP9X VAC14 VAMP1 VANGL1 VANGL2 VARS1 VPS13B VPS33B VPS35L VPS37D VPS53 WAC WASF1 WASHC5 WDR11 WDR19 WDR26 WDR35 WDR4 WDR62 WDR73 WDR81 WIPI2 WLS WNT10B WNT3 WNT5A WNT7A WRN WT1 XRCC2 XRCC4 XYLT1 YARS1 YARS2 YRDC YY1 YY1AP1 ZBTB18 ZBTB20 ZBTB24 ZC4H2 ZDHHC9 ZIC3 ZMIZ1 ZMPSTE24 ZMYM2 ZNF292 ZNF335 ZNF341 ZNF407 ZNF668 ZNF699 ZSWIM6 HP_APLASIA_HYPOPLASIA_INVOLVING_THE_VERTEBRAL_COLUMN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_INVOLVING_THE_VERTEBRAL_COLUMN ACVR1 AIFM1 ARSB ARSL BGN CCL2 CLCN3 COG4 COL11A1 COL2A1 COMP CSPP1 DDR2 DDRGK1 DYM EBP EIF2AK3 EXTL3 FANCB FANCL FGD1 FLNB FN1 FUCA1 FUZ GALNS GLB1 GNPTAB GNS GUSB HAAO IARS2 IDUA INPPL1 KIAA0586 LBR LFNG LONP1 MNX1 NFIX NODAL NOG NOTCH2 NSDHL POC1A POGZ POLR3A PRKAR1A PTH1R RAB33B RINT1 RMRP ROR2 RPS19 SF3B2 SIX6 SLC26A2 SLC29A3 SLC35B2 SLC35D1 SOX2 SOX9 SUMF1 TBXT TCIRG1 TNFRSF11A TP63 TRAPPC2 TRIP11 TRPV4 VANGL1 VANGL2 WNT7A ZIC3 HP_APLASIA_HYPOPLASIA_OF_FACIAL_BONES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_FACIAL_BONES ALX1 BAZ1B BCL7B BRAF BUD23 CEP120 CHD7 CLIP2 CNOT1 COL11A1 DNAJC30 DYM EDA EIF4H ELN FGFR1 FGFR2 FIG4 FKBP6 GLI2 GTF2I GTF2IRD1 GTF2IRD2 KRAS LIMK1 LMNA MAP2K1 MAP2K2 METTL27 MLXIPL MTHFR NBAS NCF1 NECTIN1 NOTCH2 OFD1 PEPD POLR1B POLR1C POLR1D POLR3A PTCH1 RFC2 RUNX2 SEMA3E SF3B2 SF3B4 SIX3 SMOC1 STX1A TBL2 TCOF1 TMEM270 TWIST2 VANGL2 VPS13B VPS37D HP_APLASIA_HYPOPLASIA_OF_FINGERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_FINGERS ABCA12 ABCC9 ACAN ACP5 ACTL6B ACVR1 ADA2 ADAMTS10 AIFM1 ALG6 ALMS1 ALOX12B ALOXE3 AP1G1 APC ARHGAP31 ARID1A ARID1B ARID2 ARSL ARX ASAH1 ASPH ATP6V1B2 BCOR BCR BHLHA9 BICRA BMP2 BMP4 BMPR1B BRCA1 BRCA2 BRD4 BRF1 BRIP1 CANT1 CASK CBFB CCDC22 CDC42BPB CDKL5 CDKN1C CEP152 CHD7 CHN1 CHRNA1 CHRND CHRNG CHST11 CHST3 CLCN7 CNOT2 COG4 COL10A1 COL25A1 COL2A1 COMP COX4I1 CPLX1 CREBBP CRIPT CRKL CTBP1 CTSK CUL3 CUL7 CWC27 DDR2 DHCR7 DHODH DLK1 DLL4 DLX5 DMXL2 DOCK6 DONSON DPF2 DVL1 DYNC2LI1 EDA EDA2R EIF2AK3 EIF4A3 EN1 EOGT EP300 ERCC4 ESCO2 EVC EVC2 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FBN1 FGD1 FGF10 FGFR1 FGFR2 FGFR3 FGFRL1 FIG4 FLNA FLNB FN1 FRAS1 FTSJ1 FZD2 GATA1 GDF5 GGCX GJA1 GJA5 GJA8 GLI1 GMNN GNAO1 GNAS GNB2 GPC3 GPC4 GPX4 GRIN1 GRM7 HDAC8 HEATR3 HESX1 HMGA2 HNRNPR HOXA13 HOXD13 IFT122 IFT140 IFT43 IFT52 IFT57 IGF1R IGF2 IHH INTU IRX5 JAG1 KCNA1 KCNH1 KCNJ2 KCNJ8 KCNN3 KDM1A KDM5C KDM6A KIF15 KIF21A KMT2A KMT2D KNSTRN LAMA5 LBR LETM1 LHX3 LHX4 LIG4 LMBR1 LMNA LMNB2 LRP4 LTBP2 MAD2L2 MAFB MAP3K7 MAPK1 MAPK8IP3 MASP1 MBD5 MCTP2 MECOM MED12 MEG3 MEGF8 MEIS2 MGP MIR17HG MTOR MYCN NEK1 NELFA NEPRO NEUROD2 NFIX NIN NIPBL NOG NOTCH1 NOTCH2 NSD2 NSDHL NSUN2 NXN OBSL1 OFD1 PALB2 PCNT PCYT1A PDE4D PDGFRB PGAP2 PGAP3 PHF6 PHOX2A PIGB PIGF PIGG PIGL PIGN PIGO PIGP PIGQ PIGS PIGV PIGW PIGY PIK3C2A PIK3CD PKDCC PLAG1 PLXND1 PNKP POC1A POLA1 POR PORCN POU1F1 PRKACA PRKACB PRKG2 PRMT7 PROP1 PSMD12 PTCH1 PTH1R PTHLH PUF60 RAC1 RAD21 RAD51 RAD51C RB1 RBBP8 RBM8A RBPJ RECQL4 REV3L RFWD3 RIPK4 RMRP RNU4ATAC ROBO1 ROR2 RPL10 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS6KA3 RPS7 RSPO2 RTL1 RUNX2 RYR3 SALL4 SCN1B SCN2A SETBP1 SF3B4 SHH SIK1 SIN3A SLC25A22 SLC25A24 SLC26A2 SLC32A1 SLX4 SMAD4 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMOC1 SON SOX11 SOX4 SOX9 SRCAP STAMBP SVBP TBC1D24 TBL1XR1 TBX3 TBX5 TCTN3 TFAP2A TFAP2B TP63 TRIM8 TRIO TRPM3 TRPS1 TRPV4 TSR2 TUBA1A TUBB2B TUBB3 TWIST1 UBE2T VAC14 VPS35L WDR19 WDR35 WIPI2 WNT10B WNT5A WNT7A XRCC2 ZBTB20 ZMIZ1 ZMPSTE24 ZMYM2 ZNF699 HP_APLASIA_HYPOPLASIA_OF_METATARSAL_BONES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_METATARSAL_BONES B3GLCT BMPR1B CANT1 CDC42BPB CHSY1 COG4 COL2A1 DCHS1 DYM EP300 EZH2 FAT4 FBN1 FGFR1 FGFR2 FIG4 FLNA FLNB GDF5 GNAS HDAC4 HEPHL1 HINT1 HOXA13 HOXD13 IFT140 IFT52 IQCE KCNJ2 KNSTRN LMBR1 LZTFL1 MAP3K7 NPR2 PDE4D PEX7 PHYH PIGS PIK3CD POC1A PORCN PRKAR1A PRKG2 PRMT7 PTHLH RAB33B RBPJ RIPK4 RSPRY1 SALL1 SIL1 SLC26A2 SMARCA2 SRY TCF4 TP63 TRPS1 TRPV4 TWIST1 VPS13B VPS35L WNT7A ZNF407 HP_APLASIA_HYPOPLASIA_OF_THE_1ST_METACARPAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_1ST_METACARPAL ACVR1 BMPR1B BRD4 CANT1 DLK1 FANCD2 FANCI FIG4 FZD2 GDF5 HDAC8 HOXA13 LAMA5 LMBR1 MEG3 NIPBL NOG PCNT RAD21 ROBO1 RTL1 SALL4 SETBP1 SHH SMC1A SMC3 SOX9 SRCAP TRIO VAC14 VPS35L XRCC2 HP_APLASIA_HYPOPLASIA_OF_THE_2ND_FINGER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_2ND_FINGER BMP2 BMPR1B COL2A1 FIG4 GDF5 GPC3 GPC4 HOXD13 IFT140 INTU IRX5 KIF15 MEIS2 MYCN NSDHL RUNX2 SRCAP HP_APLASIA_HYPOPLASIA_OF_THE_2ND_METACARPAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_2ND_METACARPAL BMP2 BMPR1B GDF5 GLI3 RUNX2 HP_APLASIA_HYPOPLASIA_OF_THE_3RD_FINGER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_3RD_FINGER COL2A1 EN1 GDF5 GNAS NSDHL TBX3 HP_APLASIA_HYPOPLASIA_OF_THE_3RD_METACARPAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_3RD_METACARPAL FLNA GNAS LBR SVBP TBX3 HP_APLASIA_HYPOPLASIA_OF_THE_4TH_FINGER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_4TH_FINGER COL2A1 GDF5 MECOM NOG TBX3 HP_APLASIA_HYPOPLASIA_OF_THE_4TH_METACARPAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_4TH_METACARPAL DCHS1 FAT4 FBXL3 FERMT1 FLNA GLI3 GNAS LBR PIGS PORCN PRKG2 PTCH1 SHOX SRY SVBP TBX3 HP_APLASIA_HYPOPLASIA_OF_THE_5TH_FINGER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_5TH_FINGER ARID1A ARID1B ARID2 ATP6V1B2 BMP2 BMPR1B CDKN1C CNOT2 COL2A1 COX4I1 CUL7 DPF2 DVL1 EIF4A3 FGD1 GATA1 GDF5 GJA1 GNAS GNB2 HMGA2 HNRNPR HOXA13 HOXD13 IFT140 IGF2 KDM6A KIF15 KMT2A KMT2D MAPK8IP3 MASP1 MEIS2 MYCN NIN NOG OBSL1 PIK3C2A PKDCC PLAG1 PUF60 RAC1 RBBP8 ROR2 RUNX2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC3 SOX11 SOX4 SRCAP TBC1D24 TBX3 TFAP2B WNT5A WNT7A ZMYM2 HP_APLASIA_HYPOPLASIA_OF_THE_5TH_METACARPAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_5TH_METACARPAL BMP2 COL11A2 FERMT1 FGF16 FLNA GNAS HOXD13 LBR NOG PRKG2 RUNX2 SRCAP SVBP TBX3 HP_APLASIA_HYPOPLASIA_OF_THE_ABDOMINAL_WALL_MUSCULATURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_ABDOMINAL_WALL_MUSCULATURE ACTG2 ATP7A BRAF CANT1 CBL CD96 CHRM3 CHRNG COL3A1 COLEC11 CSGALNACT1 DIS3L2 FBN1 FLNB GPC3 GPC4 KRAS LZTR1 MANBA MCOLN1 MRAS MYH3 NRAS PTPN11 RAF1 RASA2 RIT1 RMRP RRAS RRAS2 SKI SLC25A24 SOS1 SOS2 SPRED2 XYLT1 HP_APLASIA_HYPOPLASIA_OF_THE_BLADDER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_BLADDER ALG9 CC2D2A CCNQ FREM2 GRIP1 ITGA6 ITGB4 LAMA3 LAMB3 LAMC2 MBTPS2 MED12 MKS1 PLEC ROBO1 WNT4 HP_APLASIA_HYPOPLASIA_OF_THE_BREASTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_BREASTS ACTB ANOS1 ANTXR1 BMP15 BNC1 CCDC141 CDC45 CDC6 CDT1 CHD7 DCC DUSP6 DYRK1A EFNB1 ESR1 FEZF1 FGF17 FGF8 FGFR1 FLRT3 FOXA2 FSHB FSHR GLI2 GMNN GNRH1 GNRHR HESX1 HS6ST1 IKBKG IL17RD KCTD1 KISS1 KISS1R LHX4 LMNA MAF MRPS22 MSH4 NDNF NHLH2 NIN NR5A1 NSMF NUP107 ORC1 ORC4 ORC6 OTX2 PLXND1 POC1A POLR3H POU1F1 PROK2 PROKR2 PROP1 PSMC3IP REV3L SEMA3A SOX10 SOX3 SPIDR SPRY4 TAC3 TACR3 TBX3 TP63 TWIST2 USP9X WDR11 YY1 ZSWIM7 HP_APLASIA_HYPOPLASIA_OF_THE_CAPITAL_FEMORAL_EPIPHYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_CAPITAL_FEMORAL_EPIPHYSIS ADAMTSL2 CANT1 CDC6 CHST3 COG1 COL11A2 COL2A1 COMP DYM EXTL3 GLB1 HS2ST1 IFT140 KIF22 MATN3 PIK3C2A PLOD3 SMARCAL1 TRAPPC2 HP_APLASIA_HYPOPLASIA_OF_THE_CEREBELLAR_VERMIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_CEREBELLAR_VERMIS ACY1 ADGRG1 AFF3 AHI1 AIPL1 ALG3 ALX4 AP1S2 APC2 ARHGEF2 ARID1A ARID1B ARID2 ARL13B ARL3 ARMC9 ASNS ASXL1 ASXL3 ATN1 ATP2B3 ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 ATP9A ATR B3GALNT2 B4GALT1 B4GAT1 B9D1 B9D2 BCOR BICD2 BLTP1 BMP4 BRF1 BUB1 BUB1B BUB3 C2CD3 CBY1 CC2D2A CCDC22 CCDC32 CDC42 CDC42BPB CDKN1C CENPF CEP104 CEP120 CEP164 CEP290 CEP41 CEP57 CHD7 COG1 COL4A1 CPLANE1 CPSF3 CPT2 CRB1 CRPPA CRX CSF1R CSPP1 CWF19L1 DAG1 DCHS1 DDX3X DENND5A DHCR7 DOK7 DPF2 DPH1 DPH2 DPH5 DPYSL5 DYNC1H1 DYNC2H1 DYNC2I1 DYNC2I2 EBF3 EBP EPG5 ESCO2 EVC EVC2 EXOC2 EXOSC8 FAM149B1 FAR1 FAT4 FDXR FGFR1 FIG4 FKRP FKTN FLVCR2 FOXC1 FRMD4A FTO GDF6 GEMIN4 GJB2 GJB6 GLI3 GMPPB GOT2 GPC3 GPC4 GRIA3 GRM1 GTPBP2 GUCY2D H3-3A HHAT HNRNPH1 HNRNPR HRAS HYLS1 IFT140 IFT172 IFT74 IFT80 IGF2 IMPDH1 INPP5E INTS1 IQCB1 ITPR1 KATNIP KCNJ13 KCNQ1 KCNQ1OT1 KIAA0586 KIAA0753 KIF14 KIF21A KIF5A KIF7 KNL1 KPNA3 KRAS L1CAM LAMA1 LAMB1 LARGE1 LCA5 LETM1 LNPK LRAT LRPPRC LRRC32 MAB21L1 MACF1 MAN2C1 MAPKAPK5 MAST1 MBD5 MDH1 MED11 MEF2C MID1 MKS1 MPL MRE11 MTM1 MUSK MVK MYOD1 NCAPG2 NEK1 NMNAT1 NPHP1 NPHP3 NRAS NSD1 NSRP1 NUP37 NUP88 OFD1 OPHN1 PACS1 PACS2 PAFAH1B1 PCGF2 PCYT1A PDE6D PGAP1 PGAP2 PHGDH PI4KA PIBF1 PIEZO2 PIGN PIGU PLCH1 PLG PMM2 POLR3A POMGNT1 POMGNT2 POMK POMT1 POMT2 PPFIBP1 PPP1CB PPP1R21 PRDM13 PRKDC PSAT1 PTEN PTF1A RAB11B RAB18 RAB3GAP1 RAB3GAP2 RAC1 RAPSN RARS2 RBM10 RBM8A RD3 RDH12 RERE RFX7 RNF113A RNU4ATAC ROBO1 RPE65 RPGRIP1 RPGRIP1L RXYLT1 SACS SASS6 SEMA3E SEMA6B SEPSECS SETD2 SLC18A3 SLC25A19 SLC25A24 SLC35A2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMG9 SOX11 SOX4 SPATA7 SRD5A3 SRPX2 SUFU SYT2 TAF1 TBC1D20 TBC1D24 TBCK TCTN1 TCTN2 TCTN3 TFAP2A THG1L THOC2 TMCO1 TMEM107 TMEM138 TMEM216 TMEM218 TMEM231 TMEM237 TMEM67 TOGARAM1 TOPORS TRAPPC9 TRIP13 TRRAP TSEN15 TSEN2 TSEN34 TSEN54 TUBA1A TUBB TUBB2A TUBB2B TUBB3 TUBB4B TULP1 TXNDC15 USP45 USP9X VLDLR VPS35L VPS4A VPS51 WARS2 WASHC5 WDR35 WDR73 WDR81 WLS ZEB2 ZIC1 ZNF423 HP_APLASIA_HYPOPLASIA_OF_THE_CEREBELLUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_CEREBELLUM ABAT ACD ACY1 ADGRG1 ADGRV1 AFF3 AFG3L2 AGTPBP1 AHCY AHI1 AIPL1 ALG12 ALG3 ALG6 ALX4 AMPD2 AP1S2 APC2 ARHGEF2 ARID1A ARID1B ARID2 ARL13B ARL3 ARMC9 ARNT2 ARSI ASNS ASPM ASXL1 ASXL3 ATAD3A ATCAY ATG5 ATG7 ATN1 ATP2B3 ATP5F1A ATP6V0A1 ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 ATP9A ATR ATXN2 B3GALNT2 B4GALT1 B4GAT1 B9D1 B9D2 BCOR BICD2 BLTP1 BMP4 BRD4 BRF1 BUB1 BUB1B BUB3 C2CD3 CACNA1G CAMSAP1 CAMTA1 CARS2 CASK CBY1 CC2D2A CCDC22 CCDC32 CCDC47 CDC40 CDC42 CDC42BPB CDH23 CDK5 CDKN1C CENPE CENPF CEP104 CEP120 CEP164 CEP290 CEP41 CEP55 CEP57 CEP85L CHD7 CHMP1A CIB2 CILK1 CIT CLCN3 COASY COG1 COL3A1 COL4A1 COQ4 CPLANE1 CPLX1 CPSF3 CPT2 CRB1 CRPPA CRX CSF1R CSPP1 CTBP1 CTNNA2 CWF19L1 DAG1 DCHS1 DDX3X DENND5A DHCR7 DHFR DHX37 DISC1 DKC1 DMXL2 DOCK6 DOK7 DPAGT1 DPF2 DPH1 DPH2 DPH5 DPM2 DPYSL5 DYNC1H1 DYNC2H1 DYNC2I1 DYNC2I2 EBF3 EBP EHMT1 ELN EN1 EOMES EPG5 ERCC1 ERCC2 ERCC5 ERCC6 ERF ERMARD ESCO2 ESPN EVC EVC2 EXOC2 EXOC7 EXOSC1 EXOSC2 EXOSC3 EXOSC8 EXOSC9 EZH2 FAM149B1 FANCB FANCL FAR1 FAT4 FDXR FGFR1 FGFR2 FGFR3 FIG4 FKRP FKTN FLNA FLVCR2 FOXC1 FRMD4A FTO GDF6 GEMIN4 GFM2 GJA1 GJB2 GJB6 GLI3 GMPPB GOT2 GPAA1 GPC3 GPC4 GPHN GPKOW GPSM2 GPX4 GRIA3 GRM1 GTPBP2 GUCY2D H3-3A HDAC6 HDAC8 HERC1 HESX1 HHAT HNRNPH1 HNRNPH2 HNRNPR HRAS HYLS1 IER3IP1 IFT140 IFT172 IFT74 IFT80 IGF2 IMPDH1 INPP5E INPP5K INTS1 INTS8 IQCB1 ITPR1 JAM3 KARS1 KATNIP KCNJ13 KCNQ1 KCNQ1OT1 KIAA0586 KIAA0753 KIDINS220 KIF14 KIF21A KIF5A KIF7 KMT2C KNL1 KPNA3 KRAS L1CAM L2HGDH LAMA1 LAMB1 LARGE1 LCA5 LETM1 LMNB1 LNPK LRAT LRPPRC LRRC32 MAB21L1 MACF1 MAN1B1 MAN2C1 MAP2K2 MAPK8IP3 MAPKAPK5 MARS2 MAST1 MBD5 MBTPS2 MDH1 MED11 MEF2C MFSD2A MGAT2 MICOS13 MID1 MINPP1 MKS1 MLXIPL MPL MRE11 MSTO1 MT-TE MT-TK MT-TL1 MTHFR MTM1 MUSK MVK MYMK MYMX MYO5A MYO7A MYOD1 NAGA NCAPG2 NDE1 NDP NDUFA6 NEK1 NELFA NFIX NIPBL NMNAT1 NODAL NONO NPHP1 NPHP3 NRAS NSD1 NSD2 NSRP1 NUP37 NUP88 OCLN OFD1 OPHN1 OTUD5 OTX2 OXR1 PACS1 PACS2 PAFAH1B1 PARN PCDH15 PCGF2 PCLO PCYT1A PDE6D PDHB PDZD7 PEX2 PGAP1 PGAP2 PHGDH PI4KA PIBF1 PIEZO2 PIGA PIGG PIGN PIGT PIGU PIK3CA PLCH1 PLG PLK4 PLP1 PMM2 PMPCA POLR3A POMGNT1 POMGNT2 POMK POMT1 POMT2 POU4F1 PPFIBP1 PPIL1 PPP1CB PPP1R15B PPP1R21 PPP2R1A PRDM13 PRKDC PROKR2 PRRX1 PSAT1 PTEN PTF1A PTRH2 RAB11B RAB18 RAB3GAP1 RAB3GAP2 RAC1 RAD21 RAPSN RARS2 RBBP8 RBM10 RBM8A RD3 RDH12 RELN RERE RFX7 RHOBTB2 RNF113A RNU12 RNU4ATAC ROBO1 ROBO3 ROGDI RORA RPE65 RPGRIP1 RPGRIP1L RPL10 RPS6KA3 RTEL1 RTTN RXYLT1 SACS SAMD9L SASS6 SEMA3E SEMA6B SEPSECS SETD2 SHQ1 SIL1 SIX3 SLC18A3 SLC1A3 SLC25A1 SLC25A19 SLC25A24 SLC25A46 SLC35A2 SLC9A6 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMG9 SMPD4 SNX14 SON SOX11 SOX2 SOX3 SOX4 SPATA7 SPTBN2 SRD5A3 SRPX2 STAG2 STAT2 STUB1 SUFU SUOX SYT2 TAF1 TAPT1 TBC1D20 TBC1D23 TBC1D24 TBCK TCTN1 TCTN2 TCTN3 TERC TERT TFAP2A THG1L THOC2 TINF2 TKFC TMCO1 TMEM107 TMEM138 TMEM216 TMEM218 TMEM231 TMEM237 TMEM67 TMTC3 TNPO2 TOE1 TOGARAM1 TOPORS TP53RK TRAPPC12 TRAPPC9 TRIP13 TRMT10A TRRAP TSEN15 TSEN2 TSEN34 TSEN54 TUBA1A TUBB TUBB2A TUBB2B TUBB3 TUBB4B TUBGCP4 TUBGCP6 TULP1 TWIST1 TXNDC15 UBE3C UFC1 UFSP2 USH1C USH1G USH2A USP18 USP45 USP9X VAC14 VANGL2 VARS2 VLDLR VPS13B VPS35L VPS4A VPS51 VRK1 WAC WARS2 WASHC5 WDR26 WDR35 WDR73 WDR81 WHRN WLS WNT1 YME1L1 ZBTB11 ZEB2 ZIC1 ZIC3 ZNF292 ZNF335 ZNF423 ZNF592 HP_APLASIA_HYPOPLASIA_OF_THE_CEREBRAL_WHITE_MATTER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_CEREBRAL_WHITE_MATTER FDXR KDM1A MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW NACC1 NARS1 PSAT1 SLC2A1 STRADA TMX2 WARS2 ZEB2 HP_APLASIA_HYPOPLASIA_OF_THE_CLAVICLES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_CLAVICLES ALX4 ATP7A B4GALT7 BCOR BGN BMPR1A CBFB CDC42BPB CDC45 CDC6 CDT1 CHD4 CTSK DCHS1 DYNC2LI1 EFNB1 FAT4 FBXL3 FGFR2 FIG4 FLNA GMNN HOXD13 IDUA KIAA0586 LEMD2 LMNA MSX2 NAA10 NSDHL ORC1 ORC4 ORC6 PIGL PORCN PTDSS1 PTEN PTH1R RNU12 RNU4ATAC RSPO2 RUNX2 SALL4 SCARF2 SRCAP TBX3 TBX5 TRIP11 TWIST1 VAC14 WNT7A XYLT1 ZMPSTE24 HP_APLASIA_HYPOPLASIA_OF_THE_CLITORIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_CLITORIS B3GLCT CDC45 CDC6 CDT1 DVL1 DVL3 FZD2 GMNN HERC2 MAGEL2 MKRN3 NDN NPAP1 OCA2 ORC1 ORC4 ORC6 POC1A PORCN PPP2R3C PWAR1 PWRN1 RAB18 RAB3GAP1 RAB3GAP2 ROR2 SIM1 SNORD115-1 SNORD116-1 SNRPN TBC1D20 WNT5A HP_APLASIA_HYPOPLASIA_OF_THE_CORPUS_CALLOSUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_CORPUS_CALLOSUM AARS1 ABAT ACER3 ACO2 ACTB ACTG1 ACTL6B ACY1 ADAR ADARB1 ADAT3 ADNP AHCY AHDC1 AHI1 AIFM1 AIMP2 AKT3 ALDH6A1 ALDH7A1 ALG12 ALG2 ALG3 ALG8 ALX1 ALX3 ALX4 AMER1 AMPD2 AMT ANKLE2 ANKRD11 AP1G1 AP3B2 AP4B1 AP4E1 AP4M1 AP4S1 AP5Z1 APC2 ARFGEF2 ARHGAP31 ARID1A ARID1B ARID2 ARL13B ARL3 ARMC9 ARNT2 ARSI ARX ASNS ASPM ASXL1 ASXL3 ATL1 ATN1 ATP13A2 ATP6AP2 ATP6V1A ATP9A ATRX B3GALNT2 B3GLCT B4GAT1 B9D1 B9D2 BCL11B BCOR BICD2 BLTP1 BMP4 BRAF BRAT1 BRF1 BUB1 BUB1B BUB3 C12orf57 C2CD3 CACNA1I CACNA2D1 CAMSAP1 CARS1 CARS2 CASK CASZ1 CBY1 CC2D2A CCDC174 CCDC88A CD96 CDC40 CDC42 CDC42BPB CDH2 CDK10 CDK13 CDK5 CDK5RAP2 CDK6 CDK8 CDKL5 CDON CENPE CENPF CENPJ CEP104 CEP120 CEP135 CEP152 CEP290 CEP41 CEP57 CEP63 CFC1 CHMP1A CILK1 CIT CLCN3 CLCN4 CLP1 CNOT1 CNOT3 CNP CNTNAP1 COASY COG2 COG4 COG6 COG7 COL4A1 COPB2 COX7B CPLANE1 CPLX1 CPT2 CREBBP CRIPT CRPPA CSF1R CSPP1 CTBP1 CTNNA2 CTNNB1 CTU2 CUL4B CWF19L1 CYP11A1 CYP2U1 DACT1 DAG1 DARS1 DARS2 DCC DCHS1 DCX DDHD2 DDX3X DDX59 DDX6 DEAF1 DHCR24 DHCR7 DHX16 DIAPH1 DIS3L2 DISC1 DISP1 DLL1 DMXL2 DNAL4 DNM1 DOCK7 DONSON DPAGT1 DPF2 DPH1 DPH2 DPYD DPYSL5 DYNC1H1 DYNC1I2 DYNC2H1 DYNC2I1 DYNC2I2 DYRK1A EARS2 EBP EFNB1 EHMT1 EIF2AK2 EIF2S3 EMC1 EML1 EMX2 EOMES EP300 EPG5 EPRS1 ERCC2 ERCC3 ERCC5 ERCC6 ERLIN2 ERMARD EXOC2 EXOC7 EXOC8 EXOSC1 EXOSC8 EXTL3 FA2H FAM149B1 FANCB FANCD2 FANCI FAT4 FBXL4 FBXW11 FCSK FDFT1 FDXR FGF8 FGFR1 FGFR2 FGFR3 FGFRL1 FH FIG4 FKRP FKTN FLCN FLI1 FLII FLNA FLVCR2 FOXA2 FOXG1 FOXH1 FRA10AC1 FRMD4A FRMPD4 GABRA5 GABRB1 GABRD GAD1 GAS1 GBA1 GBA2 GDF1 GET4 GFER GFM1 GFM2 GGT1 GJC2 GLDC GLI2 GLI3 GLRX5 GLUL GLYCTK GMPPB GNAO1 GOT2 GPC3 GPC4 GPKOW GPSM2 GPT2 GPX4 GRIA3 GRIA4 GRIN1 GRIN2A GRM7 GTF2E2 GTF2H5 GTPBP2 H3-3A HACE1 HCCS HECTD4 HESX1 HIBCH HIC1 HIVEP2 HK1 HNRNPK HNRNPR HNRNPU HPDL HRAS HS2ST1 HSD17B4 HSPA9 HSPG2 HTRA2 HUWE1 HYLS1 IBA57 IER3IP1 IFIH1 IFT140 IFT27 IFT52 IFT74 IFT80 IGBP1 IGF1R INPP5E IQSEC2 KANSL1 KAT5 KAT6B KAT8 KATNB1 KATNIP KCNA1 KCNAB2 KCNK4 KCNQ2 KCNT1 KCNT2 KCTD7 KDM1A KDM4B KDM5B KIAA0586 KIAA0753 KIDINS220 KIF14 KIF15 KIF26A KIF2A KIF5A KIF5C KIF7 KIFBP KMT2C KNL1 KRAS L1CAM LAMB1 LARGE1 LETM1 LHX3 LHX4 LIG4 LMBR1 LMNB1 LMNB2 LNPK LONP1 LRP2 LRPPRC LRRC32 LSM11 LSS LUZP1 MACF1 MAF MAN2C1 MAP1B MAPK8IP3 MAPKAPK5 MAPRE2 MBTPS2 MCM7 MCPH1 MDH1 MED12 MED12L MED25 MEF2C METTL5 MFSD2A MID1 MINPP1 MKS1 MLH1 MMP23B MOCS1 MOCS2 MOGS MPDZ MPLKIP MRPS16 MRPS22 MRPS25 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW MTHFR MTHFS MTOR MTRFR NAA10 NADK2 NAE1 NALCN NANS NARS1 NARS2 NCAPD3 NDE1 NDUFA2 NDUFAF5 NDUFB11 NEDD4L NELFA NEUROD2 NEXMIF NF1 NFIA NFIB NFIX NHLRC2 NKX2-1 NKX6-2 NMNAT1 NODAL NONO NOVA2 NPHP1 NR2F1 NRAS NRROS NSD1 NSD2 NSUN2 NT5C2 NTN1 NUP188 NUP37 OCA2 OFD1 OGDHL OSGEP OSTM1 OTUD5 OTUD6B OTX2 PAFAH1B1 PAH PARS2 PAX6 PCGF2 PCLO PCNT PDE6D PDHA1 PDHB PDHX PDPN PDYN PEX1 PEX2 PGAP1 PGAP2 PHC1 PHGDH PIBF1 PIEZO2 PIGA PIGB PIGG PIGN PIGP PIGQ PIGU PIK3R2 PITX1 PLAA PLCH1 PLK4 PLPBP PLXNA1 PMS2 PNKP POGZ POLG2 POLR1C POLR2A POLR3A POLR3B POLR3GL POMGNT1 POMGNT2 POMK POMT1 POMT2 PORCN POU1F1 POU3F3 PPFIBP1 PPIL1 PPP1R12A PPP1R15B PPP1R21 PPP2CA PPP2R1A PPP2R3C PRDM16 PRKCZ PRKDC PRMT7 PROKR2 PROP1 PRPS1 PRRX1 PRUNE1 PSAP PSAT1 PTCH1 PTDSS1 PTPN23 PUF60 PUS3 PYCR1 PYCR2 QARS1 RAB18 RAB23 RAB3GAP1 RAB3GAP2 RAC1 RAC3 RAD51 RAI1 RALGAPA1 RARS1 RB1 RECQL4 RELN REPS1 RERE RHOBTB2 RMND1 RNASEH2A RNASEH2B RNASEH2C RNF113A RNF13 RNU4ATAC RNU7-1 ROBO1 RORA RPGRIP1 RPGRIP1L RPS6KA3 RSPO2 RSPRY1 RTTN RUSC2 RXYLT1 SACS SALL1 SAMHD1 SARS1 SASS6 SCN1B SCN2A SCN3A SCYL2 SEC31A SEPSECS SETBP1 SETD2 SF3B2 SH3PXD2B SHANK3 SHH SHMT2 SHOC2 SIK1 SIN3A SIX3 SIX6 SKI SLC12A2 SLC12A6 SLC1A2 SLC1A4 SLC25A1 SLC25A10 SLC25A19 SLC25A22 SLC25A24 SLC30A9 SLC32A1 SLC35A2 SLC35B2 SLC5A6 SLC6A8 SLC6A9 SLC9A6 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMG9 SMO SNIP1 SON SOX11 SOX2 SOX3 SOX4 SPATA5 SPATA5L1 SPEN SPG11 SPG21 SPTAN1 SRPX2 SSR4 STAG2 STAMBP STIL STXBP1 SUFU SUPT16H SUZ12 SVBP TAF1 TAF13 TAF2 TARS1 TARS2 TBC1D20 TBC1D23 TBCD TBCE TBCK TCF12 TCF4 TCTN1 TCTN2 TCTN3 TDGF1 TECPR2 TGFB1 TGIF1 THUMPD1 TMCO1 TMEM106B TMEM107 TMEM138 TMEM216 TMEM218 TMEM231 TMEM237 TMEM260 TMEM67 TMEM70 TMTC3 TMX2 TNR TOE1 TOGARAM1 TOPORS TP73 TRAPPC10 TRAPPC12 TRAPPC14 TRAPPC6B TRAPPC9 TREM2 TREX1 TRIM8 TRIP13 TRMT10A TRRAP TSEN15 TSEN2 TSEN34 TSEN54 TTC5 TTI2 TUBA1A TUBA8 TUBB TUBB2A TUBB2B TUBB3 TUBGCP2 TXNDC15 TYROBP UBA5 UBE3A UBE3B UBE4B UBTF UGP2 UNC80 UPF3B USP7 USP9X VAC14 VAMP2 VANGL2 VARS1 VARS2 VAX1 VPS11 VPS50 VPS51 VPS53 VWA3B WAC WARS1 WDR26 WDR35 WDR4 WDR45B WDR62 WDR73 WDR81 WLS WNT3 WT1 WWOX YARS1 YIF1B YWHAE YY1 ZBTB18 ZBTB20 ZDHHC9 ZEB2 ZFR ZFYVE26 ZIC1 ZIC2 ZMIZ1 ZNF148 ZNF335 ZNF423 ZNF462 ZNF699 ZNHIT3 ZSWIM6 HP_APLASIA_HYPOPLASIA_OF_THE_DISTAL_PHALANGES_OF_THE_HAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_DISTAL_PHALANGES_OF_THE_HAND ABCC9 ACP5 ACTL6B ALG6 ARHGAP31 ARID1A ARID1B ARSL ATP6V1B2 BCR BMPR1B BRF1 CBFB CCDC22 CHST11 CHST3 CHUK CLCN7 COG4 COL10A1 COL2A1 COMP CRIPT CRKL CWC27 DLL4 DOCK6 DVL1 DYNC2LI1 EDA EDA2R EOGT EVC EVC2 FIG4 FLNA FLNB FN1 FTSJ1 GDF5 GGCX GJA5 GJA8 GLI1 GNAS GPC3 GPC4 HNRNPR HOXA13 HOXD13 IFT122 IFT43 IFT52 IFT57 IGF2 IHH JAG1 KCNH1 KCNJ8 KCNN3 KDM5C KNSTRN LBR LMNA MAP3K7 MAPK1 MCTP2 MGP MTOR NFIX NOG NOTCH1 NOTCH2 NSDHL NXN PCNT PDGFRB PGAP2 PGAP3 PHF6 PIGB PIGF PIGL PIGN PIGO PIGS PIGV PIGW PIGY PIK3CD POC1A POR PRKACA PRKACB PRMT7 PTCH1 PTHLH RBPJ ROR2 RPS6KA3 SALL4 SETBP1 SLC25A24 SMARCA2 SMARCB1 SMARCE1 SOX11 STAMBP TBC1D24 TBX3 TGFBR2 TRPS1 TRPV4 TWIST1 VAC14 VPS35L WDR19 WDR35 ZBTB20 ZMPSTE24 HP_APLASIA_HYPOPLASIA_OF_THE_DISTAL_PHALANGES_OF_THE_TOES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_DISTAL_PHALANGES_OF_THE_TOES ARID1B ARSL EOGT FIG4 GPC4 HOXD13 KCNH1 KCNN3 MAP3K20 NOG PIGF PTHLH RIPK4 ROR2 TRPV4 VAC14 HP_APLASIA_HYPOPLASIA_OF_THE_DISTAL_PHALANX_OF_THE_HALLUX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_DISTAL_PHALANX_OF_THE_HALLUX FIG4 HOXD13 MAP3K20 PTHLH VAC14 HP_APLASIA_HYPOPLASIA_OF_THE_EAR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_EAR ABHD5 ADA2 ADNP AGA AMER1 ATRX B3GAT3 B3GLCT BMP2 BPTF CAMK2A CASZ1 CD96 CDC45 CDC6 CDT1 CENPJ CHD5 CHD7 CHST3 CNOT1 COG1 CPLX1 CRPPA CTBP1 DACT1 DCHS1 DDR2 DDX11 DDX3X DHODH DLK1 EDN1 EDNRA EFTUD2 EIF5A EYA1 FANCB FANCF FANCL FAT4 FBXO11 FGF10 FGF3 FGFR2 FGFR3 FIG4 FKRP FKTN FOXI1 FOXP2 GABRD GATA1 GBA1 GLI3 GMNN GNAI3 GON7 GREB1L HDAC8 HEATR3 HECTD4 HIVEP2 HNRNPK HOXA13 HOXA2 HS6ST2 HSPA9 HSPG2 INTU ITGA6 ITGB4 KCNAB2 KCNJ10 KCTD1 KIF15 KMT2D LAGE3 LARGE1 LAS1L LETM1 LMBRD1 LMNA LUZP1 MAF MAN2C1 MAP1B MAPRE2 MBD5 MCM5 MED12 MEG3 MMP23B MSX2 NELFA NFIX NIN NSD2 NUP107 NUP133 ORC1 ORC4 ORC6 OSGEP OTUD6B PAK1 PAM16 PBX1 PCGF2 PCNT PDPN PIGG PIGN PIK3CA PLCB4 PLEC POC1A POLA1 POLE POLR1A POLR1B POLR1C POLR1D POMT1 POMT2 PRDM16 PRIM1 PRKCZ PSMD12 RBM10 RECQL RERE RIC1 RIPK4 RNU4ATAC RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RSPO2 RSPRY1 RTL1 SALL1 SEMA3E SETD1A SF3B2 SF3B4 SIAH1 SIM1 SIX1 SIX5 SKI SKIC3 SLC26A4 SLC35C1 SLF2 SMAD4 SPEN SPOP STAG2 TBX15 TCOF1 TCTN3 TFAP2A TP53RK TP63 TPRKB TSR2 TWIST1 TWIST2 UBE4B UFC1 UQCRH WDR4 WDR73 WNT3 YRDC ZMYM2 ZNF462 HP_APLASIA_HYPOPLASIA_OF_THE_EARLOBES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_EARLOBES ABHD5 AHDC1 ARVCF ATR ATRIP B4GALT7 CDC6 CENPE CENPJ CEP152 CHD7 COL2A1 COL3A1 COMT CREBBP DNA2 EBF3 EP300 ESCO2 FGFR2 FIG4 FLI1 FN1 GP1BB HBA1 HBA2 HIRA HMX1 HNRNPH1 JMJD1C KAT6A KCTD1 KMT2B NUP85 PCNT PLK4 POLR3A PTPRF RBBP8 RBM10 RREB1 SCARF2 SEC24C SEMA3E SLC35C1 SMS TBX1 TRAIP UFD1 VPS13B ZMYM2 ZNF407 HP_APLASIA_HYPOPLASIA_OF_THE_EPIGLOTTIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_EPIGLOTTIS C2CD3 CILK1 DYNC2LI1 EIF4A3 FGF10 FGFR2 FGFR3 FREM2 GLI3 NEK1 PRRX1 SETBP1 SF3B4 HP_APLASIA_HYPOPLASIA_OF_THE_EXTREMITIES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_EXTREMITIES ABCA12 ABCC9 ACAN ACP5 ACTB ACTL6B ACVR1 ADA ADA2 ADAMTS10 ADAMTS2 ADAMTSL2 ADNP AFF3 AFF4 AGPS AIFM1 ALDH18A1 ALG12 ALG13 ALG6 ALG9 ALMS1 ALOX12B ALOXE3 ALPL AMER1 AMMECR1 ANAPC1 ANKRD11 ANTXR2 AP1G1 APC ARCN1 ARHGAP31 ARID1A ARID1B ARID2 ARL6 ARL6IP6 ARSL ARX ASAH1 ASPH ASXL1 ASXL2 ATP6V1B2 ATP7A ATR B2M B3GALT6 B3GAT3 B3GLCT B9D1 BBS1 BCOR BCR BGN BHLHA9 BICRA BMP2 BMP4 BMPR1B BPNT2 BPTF BRCA1 BRCA2 BRD4 BRF1 BRIP1 BTRC C12orf57 CACNA2D1 CAMK2A CAMK2G CAMTA1 CANT1 CASK CASZ1 CBFB CCBE1 CCDC22 CCDC28B CCDC47 CCDC8 CCN6 CCNQ CD96 CDC42BPB CDC45 CDC6 CDH11 CDK10 CDKL5 CDKN1C CDT1 CENPE CEP120 CEP152 CEP57 CERT1 CFAP410 CHD4 CHD7 CHN1 CHRNA1 CHRND CHRNG CHST11 CHST3 CHSY1 CHUK CILK1 CLCN7 CLPB CLTCL1 CNOT2 CNOT3 COG1 COG4 COL10A1 COL11A1 COL11A2 COL1A1 COL1A2 COL25A1 COL2A1 COL3A1 COL9A1 COL9A2 COL9A3 COMP COX4I1 CPLANE1 CPLX1 CREB3L1 CREBBP CRIPT CRKL CRLF1 CRTAP CSGALNACT1 CSPP1 CTBP1 CTC1 CTNND2 CTSK CUL3 CUL4B CUL7 CWC27 DACT1 DCHS1 DCLRE1C DDR2 DDRGK1 DHCR24 DHCR7 DHODH DLK1 DLL4 DLX5 DLX6 DMXL2 DNMT3A DOCK6 DONSON DPF2 DPH1 DPH2 DPM1 DPYD DVL1 DVL3 DYM DYNC1H1 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYRK1A EBP EDA EDA2R EFNB1 EIF2AK3 EIF4A3 EN1 EOGT EP300 EPS15L1 ERCC4 ESCO2 EVC EVC2 EXOC6B EXT1 EXT2 EXTL3 EZH2 FAM20C FAM50A FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAT4 FBN1 FBXL3 FBXL4 FBXO11 FBXO28 FBXW4 FERMT1 FGD1 FGF10 FGF16 FGF9 FGFR1 FGFR2 FGFR3 FGFRL1 FIG4 FKBP10 FLI1 FLNA FLNB FMR1 FN1 FRAS1 FTSJ1 FUT8 FZD2 GABBR2 GABRD GAD1 GALNT2 GATA1 GDF5 GGCX GHR GJA1 GJA5 GJA8 GJB2 GJB6 GLB1 GLI1 GLI3 GLUL GMNN GNA11 GNAO1 GNAS GNAS-AS1 GNB2 GNPAT GNPTAB GPC3 GPC4 GPC6 GPX4 GRIN1 GRIP1 GRM7 GSC H4C3 HBA1 HBA2 HDAC4 HDAC6 HDAC8 HEATR3 HEPHL1 HERC2 HESX1 HHAT HINT1 HMGA2 HNRNPR HOXA13 HOXD13 HPGD HRAS HSPG2 HTT HUWE1 HYLS1 IDH1 IDH2 IDUA IFNGR1 IFT122 IFT140 IFT172 IFT43 IFT52 IFT57 IFT80 IFT81 IGF1R IGF2 IHH IKBKG IL2RG IL6ST IL7R INPP5K INPPL1 INTU IQCE IRX5 JAG1 KAT6A KAT6B KCNA1 KCNAB2 KCNH1 KCNJ2 KCNJ5 KCNJ8 KCNN3 KDM1A KDM4B KDM5C KDM6A KIAA0586 KIAA0753 KIF15 KIF21A KIF22 KIF5C KIF7 KIFBP KLHL15 KMT2A KMT2D KNSTRN KRAS KYNU LAMA5 LAS1L LBR LETM1 LHX3 LHX4 LIFR LIG4 LMBR1 LMNA LMNB2 LMX1B LONP1 LRP4 LTBP2 LTBP3 LUZP1 LZTFL1 MAB21L2 MACROH2A1 MAD2L2 MAFB MAGEL2 MAP3K20 MAP3K7 MAPK1 MAPK8IP3 MAPRE2 MASP1 MATN3 MBD5 MBTPS1 MBTPS2 MCTP2 MECOM MECP2 MED12 MEG3 MEGF8 MEIS2 MET MGP MIA3 MIR140 MIR17HG MKRN3 MMP13 MMP23B MMP9 MRPS28 MSL3 MTFMT MTHFS MTOR MTX2 MYCN MYH3 MYSM1 NALCN NANS NBAS NDN NEK1 NELFA NEPRO NEUROD2 NFIX NGLY1 NHS NIN NIPBL NKX2-6 NOG NOTCH1 NOTCH2 NPAP1 NPR2 NSD2 NSDHL NSUN2 NTNG1 NXN OBSL1 OCA2 OFD1 ORC1 ORC4 ORC6 P3H1 PALB2 PAM16 PAPSS2 PCGF2 PCNT PCYT1A PDE3A PDE4D PDGFRB PDHA1 PDPN PEX5 PEX7 PGAP2 PGAP3 PHF6 PHGDH PHOX2A PHYH PIGB PIGF PIGG PIGL PIGN PIGO PIGP PIGQ PIGS PIGT PIGV PIGW PIGY PIK3C2A PIK3CD PIK3R1 PITX1 PKDCC PLAG1 PLCB3 PLXND1 PNKP POC1A POLA1 POLE POLR3A POP1 POR PORCN POU1F1 PPIB PPM1D PPP2R3C PRDM16 PRG4 PRIM1 PRKACA PRKACB PRKAR1A PRKCZ PRKG2 PRMT7 PROP1 PSMD12 PTCH1 PTDSS1 PTH1R PTHLH PUF60 PUM1 PWAR1 PWRN1 RAB23 RAB33B RAB3GAP2 RAC1 RAD21 RAD51 RAD51C RAG1 RAG2 RAI1 RB1 RBBP8 RBM10 RBM8A RBPJ RECQL4 RERE REV3L RFWD3 RIPK4 RMRP RNF2 RNU4ATAC ROBO1 ROR2 RPL10 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS6KA3 RPS7 RSPO2 RSPRY1 RTL1 RUNX2 RYR3 SALL1 SALL4 SATB1 SATB2 SCARF2 SCN1B SCN2A SCUBE3 SEM1 SEMA5A SERPINH1 SETBP1 SF3B4 SH3PXD2B SHH SHOX SIK1 SIK3 SIL1 SIM1 SIN3A SKI SLC10A7 SLC25A22 SLC25A24 SLC26A2 SLC31A1 SLC32A1 SLC35A2 SLC35C1 SLC35D1 SLC39A13 SLC39A8 SLC6A17 SLCO2A1 SLX4 SMAD4 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMO SMOC1 SNIP1 SNORD115-1 SNORD116-1 SNRPB SNRPN SON SOX11 SOX4 SOX9 SPART SPECC1L SPEN SRCAP SRY STAMBP STX16 STXBP1 SUCLG1 SVBP TAPT1 TBC1D24 TBCE TBCK TBL1XR1 TBX15 TBX22 TBX3 TBX4 TBX5 TCF4 TCTN3 TELO2 TFAP2A TFAP2B TGDS TGFB1 TMEM53 TMEM67 TNFRSF11A TNFRSF11B TNNI2 TNNT3 TONSL TP63 TPM2 TPR TRAF3IP1 TRAPPC2 TRIM8 TRIO TRIP11 TRPM3 TRPS1 TRPV4 TRPV6 TRRAP TSR2 TTC21B TUBA1A TUBB2B TUBB3 TWIST1 TWIST2 UBE2A UBE2T UBE4B UBR7 UNC80 USP7 USP9X VAC14 VPS13B VPS35L WAC WASF1 WDR19 WDR35 WDR81 WIPI2 WLS WNT10B WNT3 WNT5A WNT7A WRN XRCC2 XRCC4 XYLT1 YY1AP1 ZBTB20 ZIC3 ZMIZ1 ZMPSTE24 ZMYM2 ZNF407 ZNF699 ZSWIM6 HP_APLASIA_HYPOPLASIA_OF_THE_EYEBROW https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_EYEBROW AARS1 AASS ABCA12 ADA AEBP1 AHSG ALOX12B ALOXE3 ALX1 ALX4 ANAPC1 ANTXR1 APCDD1 ASPRV1 ASXL3 ATAD3A ATP1A2 ATP1A3 ATR AXIN2 B4GALT7 BANF1 BCL11B BRAF BRF1 CACNA1A CCNK CDC42 CDC42BPB CDC45 CDH3 CEP120 CHD7 CHST3 CLDN1 COG6 COL11A1 COL3A1 CRIPT CWC27 CYP4F22 DCAF17 DCLRE1C DDX3X DHX30 DLX4 DNAJC21 DOLK DPH1 DPH2 DPH5 DSC3 DSG4 DSP EBP EDA EDA2R EDAR EDARADD EPS8L3 FAM111B FIG4 FLI1 FRAS1 GAD1 GJA1 GJB2 GJB6 GNPTAB GTPBP2 H3-3A H4C5 HBA1 HBA2 HDAC4 HECW2 HEPHL1 HERC1 HNRNPK HR HRURF IL2RG IL7R IRX5 ITGA3 ITGB6 JARID2 JUP KANK2 KAT5 KAT6A KDF1 KDM1A KDM4B KDM6A KIFBP KMT2D KMT5B KRAS KREMEN1 KRT17 KRT25 KRT71 KRT74 KRT85 LARP7 LIG4 LIPH LIPN LMBRD2 LMNA LPAR6 LRP1 LSS LTV1 LZTR1 MAN1B1 MAP2K1 MAP2K2 MAPKAPK5 MARS1 MBTPS2 MED12 MED12L MED25 MEGF8 MEIS2 MESD MTX2 NAA10 NECTIN1 NF1 NFIB NIPAL4 NSD1 NSUN2 NUP188 ODC1 OTX2 PCNT PEX1 PEX6 PI4KA PIGK PIGL PKP1 PLXNA1 POLR3A PPP1CB PPP2R3C PQBP1 PRRX1 PURA RAF1 RAG1 RAG2 RBL2 RECQL4 RHOBTB2 RIN2 RIPK4 RMRP RNF113A RNU12 RNU4ATAC RPL21 RPS28 SDR9C7 SF3B4 SHOC2 SIAH1 SLC1A3 SMARCA2 SMS SNRPE SON SOS1 SOS2 SOX18 SPINK5 SPOP SPRED2 ST14 STAG1 STAG2 SULT2B1 TBCD TBX3 TCF4 TGDS TGM1 THUMPD1 TMEM147 TP63 TRPS1 TTC7A TWIST2 UBE3B UROS USB1 VAC14 WDR26 WDR35 WLS WNT10A WNT10B YY1 ZMPSTE24 HP_APLASIA_HYPOPLASIA_OF_THE_EYELID https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_EYELID ADAR ADNP ALX1 CCNQ CDH11 CHD7 DHODH EDNRA EIF5A ESCO2 FGFR1 FLI1 FRAS1 FREM1 FREM2 GRIP1 IFIH1 KCTD1 KRAS LSM11 MAB21L2 PHGDH POLR1A POLR1B POLR1C POLR1D PSAT1 RIPK4 RNASEH2A RNASEH2B RNASEH2C RNU7-1 RPL26 SAMHD1 SEMA3E SF3B2 SF3B4 SLC25A24 TCOF1 TREX1 TWIST1 TWIST2 TXNL4A ZPR1 HP_APLASIA_HYPOPLASIA_OF_THE_FALLOPIAN_TUBE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_FALLOPIAN_TUBE AR DCAF17 DHH WNT3 WNT4 HP_APLASIA_HYPOPLASIA_OF_THE_FEMUR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_FEMUR AGPS AIFM1 ALG12 AMMECR1 B3GALT6 BHLHA9 BMPR1B CAMK2A CANT1 CCN6 CFAP410 CHD4 CHST3 COL11A1 COL2A1 COMP CPLANE1 CTC1 DDRGK1 DLK1 EXOC6B FGFR3 FLNB FN1 GDF5 IDUA IFNGR1 IFT140 IHH LBR MATN3 MBTPS1 MEG3 MMP9 MTHFS MTX2 NANS PEX5 PIK3C2A POC1A POLR3A POP1 PRG4 PUF60 RAD21 RNU4ATAC RSPRY1 RTL1 RUNX2 SALL4 SERPINH1 SHOX SLC10A7 SLC26A2 SLC31A1 SLC39A13 SUCLG1 TAPT1 TBX15 TBX4 TGDS TMEM67 TNFRSF11A TONSL TRAF3IP1 TRAPPC2 TRPV4 TRPV6 WNT7A XYLT1 HP_APLASIA_HYPOPLASIA_OF_THE_FIBULA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_FIBULA AFF3 AFF4 AMER1 ATR BHLHA9 BMPR1B CEP120 COG4 COL11A1 CPLANE1 DYNC2H1 EIF4A3 FLNA FLNB FZD2 GDF5 GPC6 IFT122 INPPL1 INTU LMBR1 MET PTH1R RBM8A SF3B4 SHOX SLC35D1 SMOC1 SOX9 TBX15 WNT7A HP_APLASIA_HYPOPLASIA_OF_THE_FOVEA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_FOVEA AP3D1 ATF6 BLOC1S3 BLOC1S5 CACNA1F CFAP418 CNGA3 CNGB3 DCT GDF3 GDF6 GNAT2 GPR143 HPS4 HPS5 IKBKG MC1R MTSS2 NEU1 OCA2 PAX6 PDE6C PDE6H PRR12 RPGR SLC24A5 SLC25A19 SLC38A8 SLC45A2 TYR UGP2 WT1 HP_APLASIA_HYPOPLASIA_OF_THE_HALLUX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_HALLUX ABCC9 ACVR1 BHLHA9 BMP2 BMPR1B CHST11 CHSY1 CPLX1 CTBP1 EIF4A3 FGFR1 FGFR2 FGFRL1 FIG4 FLNA GDF5 GJA1 GLI3 GPC4 HOXA13 HOXD13 IHH KAT6A KCNJ8 LETM1 MAP3K20 MGP NELFA NOG NSD2 PIGG PTHLH PUF60 ROBO1 SALL4 TPR VAC14 HP_APLASIA_HYPOPLASIA_OF_THE_HUMERUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_HUMERUS AGPS ALG12 ATP7A ESCO2 FANCB FLNA FLNB FZD2 GDF5 GNPAT GPC6 GSC IFT122 IHH KIAA0753 LMBR1 LONP1 MTHFS MYSM1 NOG PEX5 POLR3A RBM8A RECQL4 RNU4ATAC SALL4 SNRPB SUCLG1 TBX3 TBX5 TGDS TNFRSF11B ZIC3 HP_APLASIA_HYPOPLASIA_OF_THE_INNER_EAR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_INNER_EAR DDX11 EYA1 FGF3 FOXI1 FOXP2 GREB1L KCNJ10 SIX1 SIX5 SLC26A4 HP_APLASIA_HYPOPLASIA_OF_THE_LENS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_LENS ADAMTS10 COL2A1 CPAMD8 FBN1 FBXW11 FGF3 FOXE3 HMX1 LMX1B LTBP2 MT-CYB NDP PRR12 TONSL XYLT2 HP_APLASIA_HYPOPLASIA_OF_THE_LUNGS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_LUNGS AARS2 ACE ACTA1 ADGRG6 AGT AGTR1 ALDH1A2 ALG3 ALG9 ASCC1 ATP5F1A B3GALT6 BCOR BMPER CC2D2A CDC45 CEP120 CEP55 CHRM3 CHRNA1 CHRND CHRNG COL2A1 COQ7 CPLX1 CSPP1 CTBP1 CTNNA2 DHCR7 DLK1 DOK7 DONSON DPAGT1 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DZIP1L ETFA ETFB ETFDH EVC EVC2 FAM20C FANCB FGF20 FGFR3 FLNA FLNB FRAS1 FREM2 FUZ GATA6 GBA1 GFRA1 GLDN GLE1 GLI1 GPKOW GREB1L GRIP1 HOXD13 HSPG2 IFT140 IFT172 IFT80 IFT81 INTU INVS ITGA8 KAT6B KIAA0586 KIAA0753 KIF21A KLHL40 KLHL41 LBR LETM1 LGI4 LIFR LMNA LMOD3 LONP1 LTBP4 MCTP2 MEG3 MKKS MKS1 MUSK MYH11 MYH3 MYOD1 MYRF NAA10 NDUFB10 NEB NEK1 NEK8 NEK9 NELFA NKX2-6 NPHP3 NSD2 NSDHL NUP88 PEX1 PHGDH PI4KA PIEZO2 PIGG PIGN PKHD1 PLXND1 PORCN PRKACA PRKACB PRRX1 PTH1R RAPSN RARB RBM10 REN RET RLIM RSPO2 RTL1 RYR1 SCN4A SETBP1 SF3B2 SLC18A3 SLC25A24 SLC26A2 SLC31A1 SMO SON SPECC1L STRA6 TAPT1 TCTN3 TMEM94 TRIP11 TRIP4 TRPV4 TTC21B TUBA1A TXNDC15 VANGL1 WDR19 WDR35 WNT3 WNT4 WNT7B WNT9B WT1 ZFPM2 ZIC3 ZMPSTE24 HP_APLASIA_HYPOPLASIA_OF_THE_MIDDLE_PHALANGES_OF_THE_HAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_MIDDLE_PHALANGES_OF_THE_HAND ATP6V1B2 BHLHA9 BMP2 BMP4 BMPR1B CEP152 COL10A1 COL2A1 DOCK6 DVL1 EIF2AK3 FGFR1 FGFR2 FGFR3 FIG4 GATA1 GDF5 GJA1 GMNN GNB2 HOXA13 HOXD13 IFT140 IFT57 IGF2 IHH INTU KDM6A KMT2A KMT2D LMNA MBD5 MECOM MEGF8 MIR17HG MYCN NEPRO NIN NOG NSDHL PCNT PDE4D PHF6 POLA1 PTDSS1 PTH1R PUF60 RAB23 RBBP8 ROR2 RUNX2 SLC26A2 SRCAP TFAP2B TRPV4 VAC14 WNT5A HP_APLASIA_HYPOPLASIA_OF_THE_MIDDLE_PHALANGES_OF_THE_TOES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_MIDDLE_PHALANGES_OF_THE_TOES EOGT FIG4 IHH NOG RAB23 VAC14 HP_APLASIA_HYPOPLASIA_OF_THE_NAILS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_NAILS AARS1 ACTG2 ACTL6B ADAMTSL2 AFF4 ALG12 ALG3 ALOX12B ALOXE3 APC APC2 ARHGAP31 ARID1A ARID1B ARID2 ARX ATP2A2 ATP6V0A2 ATP6V1B2 B3GALT6 BAZ1B BCL7B BCR BHLHA9 BICRA BMPER BUD23 CARS1 CASK CCDC22 CCDC32 CDH1 CDIN1 CDKL5 CDKN1C CENPT CKAP2L CLIP2 COL11A1 COL11A2 COL17A1 COL7A1 CPT2 CRKL CTC1 CWC27 DHX37 DKC1 DLK1 DLL4 DMXL2 DNAJC21 DNAJC30 DOCK6 DPF2 DPH1 DPH2 DPYD DPYSL5 DSP DYNC2LI1 EED EIF4H EIF5A ELN EOGT ERCC2 ERCC3 EVC EVC2 EZH2 FBXO28 FGFR1 FGFR2 FIG4 FKBP6 FLNB FRAS1 FTO GDF5 GJB6 GLI1 GNAO1 GPC3 GPC4 GRHL2 GRIN1 GRM7 GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 HEPHL1 HMGA2 HOXA13 HRAS HUWE1 HYMAI IFT122 IFT43 IGF2 IHH IKBKG INPPL1 ITGB4 JUP KCNA1 KCNH1 KCNMA1 KCNN3 KDM1A KIF15 KMT2D KRT14 KRT5 LAMA3 LAMB3 LAMC2 LIG4 LIMK1 LMNA LMX1B LRP4 MAPK1 MBTPS2 MCTP2 MEG3 METTL27 MLXIPL MMP1 MPLKIP MSX1 NCF1 NECTIN4 NEPRO NEUROD2 NHP2 NOG NOP10 NOTCH1 NOTCH2 NPM1 NPR2 NSD1 NSDHL NSUN2 ODC1 OTUD5 PARN PEX2 PGAP2 PGAP3 PIGA PIGB PIGF PIGL PIGN PIGO PIGP PIGQ PIGV PIGW PIGY PLAG1 PLAGL1 PLEC PNKP POC1A POLR3A POP1 PORCN PPM1D PPP1CB PPP2R5D PRKACA PRKACB PRR12 PTDSS1 RAF1 RBBP8 RBPJ RERE RFC2 RIPK4 RLIM RNF113A ROR2 RPS6KA3 RSPO1 RSPO4 RTEL1 RTL1 SCN1B SCN2A SCO2 SET SETD2 SHANK3 SHOC2 SHOX SIAH1 SIK1 SLC25A22 SLC25A24 SLC32A1 SLC35D1 SMARCA2 SMARCA4 SMARCAD1 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SOX11 SOX4 SOX9 SPEN STAMBP STX1A SUZ12 TARS1 TBC1D24 TBL2 TBX3 TBX4 TCTN3 TELO2 TERC TERT TFAP2A TINF2 TMEM222 TMEM270 TP63 TRIM8 TRRAP TSPAN7 TWIST1 TWIST2 TYMS USB1 VAC14 VPS35L VPS37D WASHC5 WDR73 WLS WNT10A WNT7A WRAP53 ZBTB20 ZIC3 ZMPSTE24 ZMYM2 ZNF462 HP_APLASIA_HYPOPLASIA_OF_THE_NASAL_BONE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_NASAL_BONE ALX4 PDGFRB PPP1R12A SIX3 SLC25A24 TONSL USH1G HP_APLASIA_HYPOPLASIA_OF_THE_NASAL_SEPTUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_NASAL_SEPTUM FLNB NOG PTCH1 SIX3 TGIF1 HP_APLASIA_HYPOPLASIA_OF_THE_NIPPLES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_NIPPLES ALG9 ANTXR1 BRD4 CCDC22 CCDC47 CDH11 CHRNG CPLX1 CTBP1 DLK1 DPYSL5 EDA EDARADD EFNB1 FAT4 FIG4 GNE HDAC8 IKBKG KCTD1 KDM6B KIF15 KMT2D KRT10 LETM1 MEG3 MEGF8 MGAT2 NELFA NIPBL NSD2 PEX2 PIGG PIGL PIGN PORCN PTPRF RAD21 RSPO2 RTL1 SETBP1 SLC25A24 SMC1A SMC3 TBX3 TP63 TUBB TWIST2 UBR1 USP9X VAC14 VPS35L WASHC5 WNT3 WNT7A HP_APLASIA_HYPOPLASIA_OF_THE_OPTIC_NERVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_OPTIC_NERVE ALDH1A2 ALDH1A3 ANKRD11 APC ARNT2 ARSL ASNS ATAD3A B3GALNT2 CACNA1C CASK CDC42BPB CDON CENPF CEP85L CHN1 COL25A1 CRPPA DDHD2 DNMT3A ERF EXOC2 FANCB FANCI FDFT1 FGFR1 FKRP FKTN FOXA2 GATAD2B GDF3 GDF6 GLI2 GLYCTK GMPPB GNPAT GPR161 GRIA4 HESX1 HNRNPK HNRNPU IFT74 KCNK4 KIF14 KIF21A KNSTRN LARGE1 LHX3 LHX4 MACF1 MAFB MAP2K2 MBTPS2 MED12 MEF2C NDE1 NEFL NFIX NR2F1 OTUD5 OTX2 PAX6 PHOX2A PIK3CD PLXNA1 POGZ POLR3A POMGNT1 POMK POMT1 POMT2 POU1F1 PPP1CB PPP2R1A PROKR2 PROP1 PRPS1 PTF1A PTPN23 PUF60 RECQL4 RFX7 RNF113A RNF135 ROBO1 RSPO2 RTTN SALL4 SCN8A SETD2 SIX6 SNAP29 SON SOX2 SOX3 SPOP SRD5A3 STAG2 TRIT1 TUBA1A TUBA8 TUBB2B TUBB3 WDR11 WNT3 WT1 YME1L1 ZIC1 ZPR1 ZSWIM6 HP_APLASIA_HYPOPLASIA_OF_THE_OVARY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_OVARY ALG9 AR ARL6 BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BMP15 BNC1 C14orf39 CEP19 CEP290 CFAP418 CHD7 CLPP DCAF17 DHH DHX37 DMRT3 DUSP6 ERAL1 FGF17 FGF8 FGFR1 FIGLA FOXL2 FSHR GATA4 GNRH1 GNRHR HARS2 HFM1 HS6ST1 IFT172 IFT27 IFT74 KISS1 KISS1R LARS2 LEP LEPR LZTFL1 MAP3K1 MCM8 MKKS MKS1 MRPS22 MSH4 NDNF NHLH2 NOBOX NPHP1 NR0B1 NR5A1 NSMF NUP107 PAX6 PMM2 POLR3H PPP1R12A PROK2 PROKR2 PSMC3IP PTPN11 SCAPER SCLT1 SDCCAG8 SETBP1 SOX9 SPIDR SPRY4 SRY STAG3 TAC3 TACR3 TP63 TRIM32 TTC8 VAMP7 WDPCP WDR11 WT1 WWOX ZFPM2 ZPR1 ZSWIM7 HP_APLASIA_HYPOPLASIA_OF_THE_PALMAR_CREASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_PALMAR_CREASES AUTS2 CHST14 DOK7 DSE KIF21A MUSK MYH3 MYOD1 NALCN NUP88 PIEZO2 PLOD3 RAPSN RIPK4 SLC18A3 SLC39A13 TUBA1A HP_APLASIA_HYPOPLASIA_OF_THE_PATELLA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_PATELLA ANAPC1 ARID1B BHLHA9 CDC45 CDC6 CDT1 CHRNG DONSON ESCO2 FKBP10 GDF5 GJB2 GJB6 GMNN KAT6B LMBR1 LMX1B ORC1 ORC4 ORC6 PITX1 PRMT7 RBM8A RECQL4 SHH SHOX SOX9 STXBP1 TBX4 UBR7 WNT7A ZSWIM6 HP_APLASIA_HYPOPLASIA_OF_THE_PHALANGES_OF_THE_5TH_TOE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_PHALANGES_OF_THE_5TH_TOE ARID1B KCNN3 MAP3K20 NOG SMARCA4 HP_APLASIA_HYPOPLASIA_OF_THE_PHALANGES_OF_THE_HALLUX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_PHALANGES_OF_THE_HALLUX ACVR1 FIG4 HOXD13 IHH MAP3K20 PTHLH VAC14 HP_APLASIA_HYPOPLASIA_OF_THE_PHALANGES_OF_THE_HAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_PHALANGES_OF_THE_HAND ABCC9 ACP5 ACTL6B ACVR1 ADAMTS2 ALG6 ANAPC1 ARHGAP31 ARID1A ARID1B ARSL ATP6V1B2 BCR BGN BHLHA9 BMP2 BMP4 BMPR1B BRD4 BRF1 CANT1 CBFB CCDC22 CDH11 CEP152 CHST11 CHST3 CHUK CLCN7 CNOT1 COG4 COL10A1 COL11A2 COL2A1 COMP CRIPT CRKL CWC27 DDR2 DLK1 DLL4 DNMT3A DOCK6 DPYS DVL1 DVL3 DYM DYNC2LI1 EDA EDA2R EIF2AK3 EIF4A3 EOGT EVC EVC2 EXTL3 FANCD2 FANCI FBN1 FGFR1 FGFR2 FGFR3 FIG4 FLNA FLNB FN1 FRAS1 FTSJ1 FZD2 GATA1 GDF5 GGCX GJA1 GJA5 GJA8 GLI1 GMNN GNAS GNB2 GPC3 GPC4 GPX4 HDAC4 HDAC8 HHAT HNRNPR HOXA13 HOXD13 IDH1 IFT122 IFT140 IFT43 IFT52 IFT57 IGF2 IHH IL11RA INPPL1 INTU JAG1 KAT6B KCNH1 KCNJ2 KCNJ8 KCNN3 KDM5C KDM6A KIF15 KMT2A KMT2D KNSTRN LAMA5 LBR LIFR LMBR1 LMNA LONP1 MAP3K7 MAPK1 MBD5 MCTP2 MECOM MEG3 MEGF8 MGP MIA3 MIR17HG MTOR MYCN NEPRO NFIX NHS NIN NIPBL NOG NOTCH1 NOTCH2 NPR2 NSDHL NXN PCNT PCYT1A PDE3A PDE4D PDGFRB PGAP2 PGAP3 PHF6 PIEZO2 PIGB PIGF PIGL PIGN PIGO PIGS PIGV PIGW PIGY PIK3CD POC1A POLA1 POR PORCN PRKACA PRKACB PRKAR1A PRKG2 PRMT7 PTCH1 PTDSS1 PTH1R PTHLH PUF60 RAB23 RAB33B RAB3GAP2 RAD21 RBBP8 RBM8A RBPJ RECQL4 RIPK4 ROBO1 ROR2 RPS6KA3 RTL1 RUNX2 SALL4 SETBP1 SH3PXD2B SHH SLC25A24 SLC26A2 SLC39A13 SMARCA2 SMARCB1 SMARCE1 SMC1A SMC3 SOX11 SOX9 SRCAP STAMBP TBC1D24 TBX3 TFAP2B TGFBR2 TP63 TRIO TRIP11 TRPS1 TRPV4 TWIST1 VAC14 VPS35L WDR19 WDR35 WNT5A WNT7A XRCC2 XYLT1 ZBTB20 ZMPSTE24 HP_APLASIA_HYPOPLASIA_OF_THE_PHALANGES_OF_THE_THUMB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_PHALANGES_OF_THE_THUMB ACVR1 BMPR1B BRD4 CANT1 CNOT1 DLK1 FANCD2 FANCI FGFR2 FIG4 FLNA FZD2 GDF5 GNAS HDAC8 HOXA13 IHH KCNH1 KNSTRN LAMA5 LMBR1 MAP3K7 MEG3 NIPBL NOG PCNT PIK3CD PTCH1 RAD21 ROBO1 RTL1 SALL4 SETBP1 SHH SMC1A SMC3 SOX9 SRCAP TRIO VAC14 VPS35L XRCC2 HP_APLASIA_HYPOPLASIA_OF_THE_PHALANGES_OF_THE_TOES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_PHALANGES_OF_THE_TOES ACVR1 ARID1B ARSL ATP6V1B2 BMPR1B EOGT FIG4 GDF5 GPC4 HOXD13 IHH KCNH1 KCNN3 LMNA MAP3K20 NOG PIGF PIGL PTHLH RAB23 RIPK4 ROR2 SMARCA4 TBC1D24 TP63 TRPV4 VAC14 WLS WNT7A HP_APLASIA_HYPOPLASIA_OF_THE_PROXIMAL_PHALANGES_OF_THE_HAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_PROXIMAL_PHALANGES_OF_THE_HAND BMPR1B COL2A1 FANCD2 FGFR3 FIG4 GDF5 IHH KIF15 LMBR1 MTOR SHH TRIO VAC14 XRCC2 HP_APLASIA_HYPOPLASIA_OF_THE_PUBIC_BONE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_PUBIC_BONE ABCC9 CCDC8 COL11A2 COL2A1 CPLX1 CTBP1 CUL7 FGFR2 HSPG2 INPPL1 INTU KAT6B LETM1 MATN3 NELFA NSD2 OBSL1 PIGG SETBP1 TBX15 WNT7A HP_APLASIA_HYPOPLASIA_OF_THE_RADIUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_RADIUS AFF4 ALG12 APC ATR BRCA1 BRCA2 BRIP1 CCNQ CHD7 CHN1 DHCR7 DHODH DONSON EIF4A3 ERCC4 ESCO2 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FGF10 FGFR1 FGFR2 FGFR3 FKBP10 FLNB GDF5 GLI3 HOXD13 IFT81 IHH LMBR1 LRP4 MACROH2A1 MAD2L2 MAFB MMP13 MMP9 MYH3 NALCN NIPBL NPR2 PALB2 PDE4D PITX1 PLXND1 PRKAR1A RAD51 RAD51C RBM10 RBM8A RECQL4 REV3L RFWD3 RIPK4 ROR2 RPL26 RPS19 SALL4 SF3B4 SHH SHOX SLX4 TBX3 TBX5 TGFB1 TNNI2 TNNT3 TPM2 TRIO TRIP11 UBE2T WNT7A XRCC2 ZIC3 HP_APLASIA_HYPOPLASIA_OF_THE_RETINA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_RETINA ABCA4 AP3D1 ATF6 ATOH7 BLOC1S3 BLOC1S5 CACNA1F CFAP418 CNGA3 CNGB3 COL18A1 DCT DPYD EBP ELOVL4 EPG5 FOXC1 FZD4 GDF3 GDF6 GNAT2 GPR143 HMX1 HPS4 HPS5 HPS6 IKBKG LAMB2 LYST MAF MC1R MPDZ MTSS2 MYO5A NDP NEU1 OCA2 PAX6 PDE6C PDE6H POMGNT1 PROM1 PRPH2 PRR12 RPGR SLC24A5 SLC25A19 SLC38A8 SLC45A2 TRIM44 TYR UGP2 WT1 HP_APLASIA_HYPOPLASIA_OF_THE_RIBS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_RIBS ALDH1A2 ALG12 ALPL ATP6V1B2 ATR B3GALT6 B3GAT3 B4GAT1 BMP2 BMPER C2CD3 CASZ1 CCDC22 CENPJ CEP120 CEP152 CHST3 COL11A1 COL11A2 COL2A1 CPLANE1 CSPP1 CUL7 DDR2 DDRGK1 DLK1 DNMT3A DONSON DPYSL5 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLT2B ERMARD EVC EVC2 EZH2 FBN1 FGFR3 FIG4 FLI1 FLNA FLNB FUZ GABRD GNPTAB GPC3 GPC4 GPX4 HDAC6 HES7 HNRNPR HSPG2 IFT122 IFT140 IFT172 IFT43 IFT80 IFT81 IHH INPPL1 INTU KCNAB2 KIAA0586 KMT2A KYNU LAMA5 LBR LMX1B LUZP1 MEG3 MMP23B MYF5 NALCN NEK1 NFASC NKX3-2 NSDHL NUP88 ORC1 ORC6 PAICS PAM16 PDPN PLCB3 PORCN PRDM16 PRIM1 PRKCZ PTCH1 PTH1R PTPN11 PUF60 RERE RNU12 RNU4ATAC ROR2 RPS19 RRAS2 RSPO2 RTL1 RUNX2 SCARF2 SCUBE3 SETBP1 SF3B4 SIX6 SKI SLC26A2 SLC35D1 SMO SNRPB SOX2 SOX9 SPEN SRCAP TAPT1 TBC1D24 TBCK TBX6 TOR1A TRIP11 TRPV4 TRPV6 UBA1 UBE4B VAC14 VANGL1 VPS35L WASHC5 WDR35 WNT3 HP_APLASIA_HYPOPLASIA_OF_THE_SACRUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_SACRUM CCL2 FANCB FANCL FUCA1 FUZ HAAO MNX1 NODAL POC1A PTH1R ROR2 RPS19 TBXT TP63 TRIP11 VANGL1 VANGL2 WNT7A ZIC3 HP_APLASIA_HYPOPLASIA_OF_THE_SCAPULAE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_SCAPULAE ACTB COL11A1 COL11A2 COL2A1 DLK1 DYM FGFR1 FGFR3 FIG4 FLNA GNPTAB GSC INPPL1 MEG3 NSDHL PCNT POR PSMB8 RIPK4 RSPO2 RTL1 RUNX2 SCARF2 SLC35D1 SOX9 TBX15 TBX3 TRIP11 VAC14 WDR35 HP_APLASIA_HYPOPLASIA_OF_THE_SKIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_SKIN ABCC6 ABL1 ACD ADA2 ADAMTS2 ADAMTSL2 ADNP AEBP1 AIP ALDH18A1 ALG9 ALX4 ANAPC1 ANTXR2 ARF1 ARFGEF2 ARHGAP31 ARL6IP6 ARMC5 ATM ATP6V1B2 ATRX B3GALT6 B4GALT7 BGN BMS1 BRAF C1R C1S CARMIL2 CAV1 CDH1 CDH23 CDKN2A CHRNG CHST14 CHUK COL12A1 COL17A1 COL1A1 COL1A2 COL3A1 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 COL7A1 COPB1 COX7B CPLX1 CTBP1 CTC1 CTNNB1 CTSC CUL4B DDB2 DDR2 DHCR24 DHX30 DKC1 DLG4 DLL4 DOCK6 DSE DSP DST EDA EDAR EDARADD ENPP1 EOGT ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERMARD FBN1 FERMT1 FGFRL1 FKBP14 FLNA FMR1 GNA11 GNAS GORAB GSN HCCS HSPA9 IFT140 IPO8 ITGA6 ITGB4 KCTD1 KDF1 KLHL24 KRAS KRT14 KRT2 KRT5 LAMA3 LAMB3 LAMC2 LETM1 LIFR LMNA LOX LRP1 LSS MAP1B MCTP2 MGP MMP1 MSX2 MTAP MVK MYH3 NDUFB11 NEDD4L NELFA NFIX NHP2 NOP10 NOTCH1 NPM1 NR3C1 NSD2 ORC1 PARN PDE11A PDGFRB PEPD PIGG PIK3R1 PLEC PLOD1 PMVK POLD1 POLH POLR3A PORCN PPARG PPP1CB PRKAR1A PRKD1 PROC PROS1 PTDSS1 PYCR1 RBCK1 RBPJ RECQL RECQL4 RTEL1 SATB2 SLC29A3 SLC2A10 SLC39A13 SMAD2 SMAD3 SMARCAD1 SMO SOX18 SPEN TAF1 TCIRG1 TERC TERT TFAP2A TGFB2 TGFBR1 TGFBR2 TINF2 TMTC3 TNFRSF11A TNXB TP53 TP63 TRAF6 TWIST2 TYMS UBA2 UBE3B UBR1 USB1 USP48 USP8 WNT10A WRAP53 WRN XPA XPC ZMPSTE24 ZNRF3 HP_APLASIA_HYPOPLASIA_OF_THE_SPLEEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_SPLEEN AIRE B9D1 B9D2 BCL11A CC2D2A CCDC103 CCDC32 CCDC39 CCDC40 CCDC65 CCNO CEP290 CFAP221 CFAP298 CFAP300 CFAP74 CFC1 CSPP1 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAL1 DRC1 FAM111A FOXF1 FOXJ1 GAS2L2 GAS8 GDF1 HBB HBG1 HBG2 HMOX1 HYDIN KATNB1 KLF1 LRRC56 MCIDAS MCM10 MKS1 MNS1 MYCN NDE1 NEK10 NEK8 NME5 NME8 NODAL NPHP3 ODAD1 ODAD2 ODAD3 ODAD4 OFD1 ORAI1 RELN RPGR RPGRIP1 RPGRIP1L RPSA RSPH1 RSPH3 RSPH4A RSPH9 SAMD9 SMAD2 SPAG1 SPEF2 STIM1 STK36 STRA6 TCTN1 TCTN2 TCTN3 TMEM107 TMEM216 TMEM231 TMEM237 TMEM67 TTC12 TWIST1 TXNDC15 WNT3 ZEB2 ZIC3 ZMYND10 HP_APLASIA_HYPOPLASIA_OF_THE_STERNUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_STERNUM ARID1B BUB1B FIG4 FRA10AC1 FRAS1 GPC3 GPC4 LAMA5 LRP2 NFIX NIPBL NOG ORC1 ORC6 PCGF2 RBM10 SETBP1 SOX9 TMEM231 VAC14 HP_APLASIA_HYPOPLASIA_OF_THE_SWEAT_GLANDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_SWEAT_GLANDS EDA IKBKG KDF1 LMNA NFKBIA NTRK1 TBX3 ZMPSTE24 HP_APLASIA_HYPOPLASIA_OF_THE_THUMB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_THUMB ACAN ACVR1 ADA2 ADAMTS10 APC ATP6V1B2 BCOR BHLHA9 BICRA BMPR1B BRCA2 BRD4 BRIP1 CANT1 CHD7 CHN1 CHST11 COL2A1 CPLX1 CREBBP CTBP1 CUL3 DHCR7 DHODH DLK1 DONSON EIF4A3 EP300 ERCC4 ESCO2 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCI FANCL FBN1 FGF10 FGFR1 FGFR2 FGFR3 FGFRL1 FIG4 FLNA FRAS1 FZD2 GATA1 GDF5 GNAS HDAC8 HEATR3 HOXA13 IHH KCNH1 KDM1A KNSTRN LAMA5 LETM1 LIG4 LMBR1 LMNB2 LRP4 LTBP2 MAFB MAP3K7 MED12 MEG3 MGP MIR17HG MYCN NELFA NIPBL NOG NSD2 NSUN2 PALB2 PCNT PIGG PIK3CD PKDCC PLXND1 PSMD12 PTCH1 RAD21 RAD51 RAD51C RB1 RBM8A RECQL4 REV3L RFWD3 RIPK4 RNU4ATAC ROBO1 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RSPO2 RTL1 SALL4 SETBP1 SF3B4 SHH SIN3A SLC26A2 SLX4 SMC1A SMC3 SON SOX9 SRCAP SVBP TBX5 TFAP2A TP63 TRIO TRPM3 TSR2 UBE2T VAC14 VPS35L WIPI2 XRCC2 ZMYM2 ZNF699 HP_APLASIA_HYPOPLASIA_OF_THE_THYMUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_THYMUS ADA AK2 ANTXR2 ARVCF ATM CHD7 COMT DCLRE1C FREM2 G6PC3 GP1BB HIRA IL2RG JMJD1C KMT2D LTBP4 MCM10 NEK9 NKX2-6 NSMCE3 ORAI1 PEX5 PI4KA PLXND1 POLR1B POLR1C POLR1D POLR3A RAG1 RAG2 RORC RREB1 SEC24C SKIC2 SKIC3 TBX1 TBX2 TCOF1 TP63 TTC7A UFD1 WAS WIPF1 HP_APLASIA_HYPOPLASIA_OF_THE_THYROID_GLAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_THYROID_GLAND ADAMTSL1 DUOX2 FOXE1 GLI3 GNB2 HESX1 IRS4 KAT6B KMT2D LHX3 LHX4 NKX2-1 NKX2-5 NSDHL PAX8 POLR1B POLR1C POLR1D POU1F1 PROP1 SLC26A4 TCOF1 TRHR TSHB TSHR HP_APLASIA_HYPOPLASIA_OF_THE_TIBIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_TIBIA ALG12 ATP7A BHLHA9 BMPR1B CEP120 CHD7 DLK1 DONSON DYNC2H1 EIF4A3 FLNB GDF5 GLI3 GPC6 HYLS1 IHH INTU LAMA5 LIFR LMBR1 MEG3 NEK1 PITX1 RTL1 SHH SHOX SLC31A1 SLC35A2 SMOC1 TCTN3 ZSWIM6 HP_APLASIA_HYPOPLASIA_OF_THE_TONGUE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_TONGUE B9D1 B9D2 BMP4 CC2D2A CEP290 CSPP1 DHCR7 ECM1 EDN1 GLI3 GNAI3 LMNB2 MKS1 MYMK MYMX NEK1 OTX2 PLCB4 PLXND1 PRRX1 PTDSS1 RBBP8 REV3L RPGRIP1 RPGRIP1L SMO TBX15 TCTN1 TCTN2 TCTN3 TMEM107 TMEM216 TMEM231 TMEM237 TMEM67 TRIM37 TXNDC15 VPS13B HP_APLASIA_HYPOPLASIA_OF_THE_TRAGUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_TRAGUS EFTUD2 GLI2 KAT6A KCTD1 NUP188 SF3B2 SMCHD1 HP_APLASIA_HYPOPLASIA_OF_THE_ULNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_ULNA APC B2M BHLHA9 BMPR1B BRCA1 BRCA2 BRIP1 CCDC8 CHD7 CHST3 COL2A1 CUL7 DHODH DYNC2H1 ERCC4 ESCO2 EXOC6B FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FGFR2 FLNB GDF5 GSC IHH JAG1 LMBR1 LRP4 MAD2L2 NOG OBSL1 PALB2 PDE4D PIGT PRKAR1A RAD51 RAD51C RBM8A RECQL4 RFWD3 ROR2 RPL26 SALL4 SCARF2 SF3B4 SHOX SLX4 TBX3 TBX5 UBE2T VPS35L WNT7A XRCC2 HP_APLASIA_HYPOPLASIA_OF_THE_UTERUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_UTERUS ADH5 AR ARID1B B3GLCT BMP15 BMPR1B BNC1 C14orf39 CHD7 CLPP COX7B CPLX1 CTBP1 CYB5A CYP11A1 CYP11B1 CYP17A1 DCAF17 DHH DHX37 DUSP6 ERAL1 ESR1 FANCL FGF17 FGF8 FGFR1 FGFRL1 FIGLA FOXL2 FSHR GATA3 GLI3 GNRH1 GNRHR HCCS HNF1B HS6ST1 IRF6 KIF14 KISS1 KISS1R LARS2 LETM1 MINPP1 MRPS22 MSH4 MSH5 MYRF NDUFB11 NHLH2 NIN NR5A1 NSD2 NSMF NUP107 POLR3H POR PPP2R1A PPP2R3C PROK2 PROKR2 PSMC3IP RBM8A SOHLH1 SOX11 SPIDR SPRY4 STRA6 TAC3 TACR3 TOE1 TP63 TXNDC15 WDR11 WNT4 WNT7A ZSWIM7 HP_APLASIA_HYPOPLASIA_OF_THE_UVULA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_UVULA BRCA1 BRCA2 BRIP1 ERCC4 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM MAD2L2 NXN PALB2 PI4KA PRR12 RAD51 RAD51C RFWD3 ROR2 SLX4 SPTBN1 UBE2T WDR35 XRCC2 HP_APLASIA_HYPOPLASIA_OF_THE_VAGINA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_VAGINA B3GLCT CYB5A CYP11B1 CYP17A1 DHX37 DMRT3 GATA3 GATA4 GLI3 IRF6 MAP3K1 NR0B1 NR5A1 PAX3 PPP2R1A SOX9 SRY VAMP7 WNT4 WT1 WWOX ZFPM2 HP_APLASIA_HYPOPLASIA_OF_THE_VERTEBRAE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_THE_VERTEBRAE ACVR1 ARSL CLCN3 COL11A1 COL2A1 CSPP1 DDRGK1 EBP FLNB FN1 FUZ GLB1 GNS INPPL1 KIAA0586 LBR NOTCH2 NSDHL POGZ POLR3A PRKAR1A RINT1 RPS19 SF3B2 SIX6 SLC26A2 SLC29A3 SLC35B2 SLC35D1 SOX2 SOX9 SUMF1 TCIRG1 TNFRSF11A TRPV4 VANGL1 HP_APLASIA_HYPOPLASIA_OF_TOE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_HYPOPLASIA_OF_TOE ABCC9 ACVR1 ADA ADAMTS2 ADNP ALMS1 ALOX12B ALOXE3 APC ARHGAP31 ARID1B ARSL ASAH1 ASXL1 B3GLCT BHLHA9 BMP2 BMPR1B BPNT2 C12orf57 CHD7 CHST11 CHSY1 COL2A1 COX4I1 CPLX1 CTBP1 DACT1 DCLRE1C DHCR7 DLL4 DLX5 DNMT3A DOCK6 DYRK1A EIF4A3 EOGT EP300 FGFR1 FGFR2 FGFR3 FGFRL1 FIG4 FLI1 FLNA GDF5 GHR GJA1 GLI3 GNAS GPC3 GPC4 GPX4 GRIP1 HBA1 HBA2 HDAC4 HEATR3 HOXA13 HOXD13 IFT122 IFT140 IHH IL2RG IL7R KAT6A KCNH1 KCNJ8 KCNN3 KMT2A LETM1 LIG4 LMBR1 LMNA LRP4 MAP3K20 MGP MIA3 MYCN NEK1 NELFA NOG NOTCH1 NOTCH2 NPR2 NSD2 NSDHL OFD1 PDE4D PHF6 PIGF PIGG PIGV PORCN PRKAR1A PRKG2 PTH1R PTHLH PUF60 RAB3GAP2 RAG1 RAG2 RBPJ RIPK4 RMRP RNU4ATAC ROBO1 ROR2 SALL1 SALL4 SF3B4 SHOX SLC26A2 SMAD4 SMARCA4 SMOC1 SOX9 SPECC1L SVBP TBL1XR1 TBX22 TBX3 TGDS TNNT3 TPR TRPV4 VAC14 WASF1 WNT10B WNT7A ZMIZ1 HP_APLASIA_INVOLVING_BONES_OF_THE_EXTREMITIES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_INVOLVING_BONES_OF_THE_EXTREMITIES ATP6V1B2 ATP7A BMPR1B CHD7 DYNC2H1 EOGT FANCD2 FGFR2 FIG4 GDF5 GJA1 GLI3 IFT140 KCNN3 LMBR1 LMNA MEGF8 NSDHL PITX1 SHH TRIO VAC14 XRCC2 HP_APLASIA_INVOLVING_BONES_OF_THE_LOWER_LIMBS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_INVOLVING_BONES_OF_THE_LOWER_LIMBS ATP7A BMPR1B CHD7 DYNC2H1 EOGT FIG4 GDF5 GLI3 KCNN3 LMBR1 LMNA PITX1 VAC14 HP_APLASIA_INVOLVING_BONES_OF_THE_UPPER_LIMBS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_INVOLVING_BONES_OF_THE_UPPER_LIMBS ATP6V1B2 BMPR1B FANCD2 FGFR2 FIG4 GJA1 IFT140 LMBR1 LMNA MEGF8 NSDHL SHH TRIO VAC14 XRCC2 HP_APLASIA_OF_METACARPAL_BONES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_OF_METACARPAL_BONES FANCD2 FIG4 GLI3 LMBR1 RECQL4 SALL4 SHH TBX3 TRIO VAC14 XRCC2 HP_APLASIA_OF_THE_BLADDER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_OF_THE_BLADDER CC2D2A FREM2 ITGA6 ITGB4 PLEC HP_APLASIA_OF_THE_FINGERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_OF_THE_FINGERS ADA2 ATP6V1B2 BHLHA9 BMPR1B CHD7 COL25A1 CUL3 DLX5 DONSON EN1 ERCC4 ESCO2 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCI FANCL FGF10 FGFR2 FGFR3 FIG4 GATA1 GJA1 HEATR3 IFT140 KIF21A LMBR1 LMNA MEGF8 NEK1 NIPBL NSDHL PHOX2A PORCN PSMD12 RAD51 RAD51C RBM8A RECQL4 RFWD3 RIPK4 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RSPO2 SALL4 SF3B4 SHH SLX4 SMOC1 SON TBX3 TBX5 TRIO TSR2 TUBA1A TUBB2B TUBB3 VAC14 WNT10B WNT7A XRCC2 HP_APLASIA_OF_THE_MIDDLE_PHALANX_OF_THE_HAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_OF_THE_MIDDLE_PHALANX_OF_THE_HAND ATP6V1B2 FGFR2 FIG4 GJA1 IFT140 LMNA MEGF8 NSDHL HP_APLASIA_OF_THE_MUSCULATURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_OF_THE_MUSCULATURE CHRNA1 CHRND CHRNG LMX1B MYMK MYMX PLXND1 REV3L TBX3 TBX5 TRPV4 HP_APLASIA_OF_THE_NASAL_BONE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_OF_THE_NASAL_BONE ALX4 PDGFRB PPP1R12A SIX3 TONSL HP_APLASIA_OF_THE_OLFACTORY_BULB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_OF_THE_OLFACTORY_BULB CILK1 COL25A1 ERBB3 FGFR1 KIAA0586 KIF21A PHOX2A PROK2 PROKR2 SEMA3A TUBA1A TUBB2B TUBB3 ZSWIM6 HP_APLASIA_OF_THE_OVARY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_OF_THE_OVARY AR PMM2 PSMC3IP PTPN11 TP63 HP_APLASIA_OF_THE_PECTORALIS_MAJOR_MUSCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_OF_THE_PECTORALIS_MAJOR_MUSCLE MYMK MYMX PLXND1 REV3L TBX3 TBX5 HP_APLASIA_OF_THE_PHALANGES_OF_THE_TOES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_OF_THE_PHALANGES_OF_THE_TOES BMPR1B EOGT FIG4 GDF5 KCNN3 LMNA VAC14 HP_APLASIA_OF_THE_PROXIMAL_PHALANGES_OF_THE_HAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_OF_THE_PROXIMAL_PHALANGES_OF_THE_HAND BMPR1B FANCD2 FIG4 LMBR1 SHH TRIO VAC14 XRCC2 HP_APLASIA_OF_THE_SEMICIRCULAR_CANAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_OF_THE_SEMICIRCULAR_CANAL CBL CHD7 KRAS LZTR1 MRAS NRAS PTPN11 RAF1 RASA2 RIT1 RRAS RRAS2 SOS1 SOS2 SOX10 SPRED2 HP_APLASIA_OF_THE_ULNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_OF_THE_ULNA ESCO2 LMBR1 TBX3 TBX5 WNT7A HP_APLASIA_OF_THE_UTERUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASIA_OF_THE_UTERUS AR ARID1B CPLX1 CTBP1 CYP11A1 CYP17A1 DHX37 FANCL FGFRL1 GATA3 LETM1 MINPP1 MYRF NSD2 PPP2R1A RBM8A TOE1 TP63 TXNDC15 WNT4 WNT7A HP_APLASTIC_ANEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASTIC_ANEMIA ACD ANAPC1 CD27 CLPB DNAJC21 EFL1 ELANE FANCB GATA2 GFI1 HOXA11 IFNG NBN NHP2 NOP10 PALB2 PRF1 RECQL4 SBDS SH2D1A SRP19 SRP54 SRP72 TCIRG1 TERC TERT TINF2 XIAP HP_APLASTIC_CLAVICLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASTIC_CLAVICLE ATP7A CBFB CDC45 CDC6 CDT1 CTSK FIG4 GMNN KIAA0586 ORC1 ORC4 ORC6 PIGL PTDSS1 PTH1R RNU12 RNU4ATAC RUNX2 SALL4 HP_APLASTIC_HYPOPLASTIC_LACRIMAL_GLANDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASTIC_HYPOPLASTIC_LACRIMAL_GLANDS FGF10 FGFR2 FGFR3 FOXL2 GJB2 GJB6 SLC25A24 SOX10 HP_APLASTIC_HYPOPLASTIC_TOENAIL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APLASTIC_HYPOPLASTIC_TOENAIL AFF4 APC ARHGAP31 ARID1A ARID1B ARID2 ATP6V1B2 BAZ1B BCL7B BCR BUD23 CKAP2L CLIP2 COL11A1 COL7A1 CPT2 CRKL CTC1 DKC1 DLL4 DNAJC30 DOCK6 DPF2 DPH1 DPH2 DSP DYNC2LI1 EED EIF4H EIF5A ELN EOGT EVC EVC2 EZH2 FGFR1 FKBP6 FTO GDF5 GLI1 GPC4 GTF2I GTF2IRD1 GTF2IRD2 HOXA13 HRAS INPPL1 JUP KCNH1 KCNN3 KDM1A KRT14 KRT5 LIG4 LIMK1 LRP4 MAPK1 METTL27 MLXIPL MSX1 NCF1 NECTIN4 NHP2 NOG NOP10 NOTCH1 NPM1 NSD1 NSUN2 ODC1 PARN PIGF PORCN PPP1CB PPP2R5D PRKACA PRKACB RBPJ RFC2 RIPK4 RTEL1 SCO2 SET SHANK3 SHOC2 SHOX SLC35D1 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SOX11 SOX4 STX1A SUZ12 TBC1D24 TBL2 TBX3 TBX4 TCTN3 TELO2 TERC TERT TINF2 TMEM270 TYMS USB1 VPS37D WLS WNT7A WRAP53 ZIC3 ZMYM2 HP_APNEA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APNEA ABCA3 ABCC9 ACADSB ACY1 ADAM22 ADGRG1 AFF4 AGRN AHDC1 AHI1 AIP ALPL AMER1 AP3D1 ARCN1 ARL13B ARL3 ARMC9 ARSB ARSL ASCL1 ASNS ASXL1 ATN1 ATP1A2 ATP1A3 ATP5F1A B9D1 B9D2 BCHE BICD2 BMP2 BRAF BRAT1 BTD BUB1 BUB1B BUB3 C2CD3 CA2 CACNA1A CACNA1C CACNA1I CACNA2D1 CAMK2B CBY1 CC2D2A CCDC47 CDC42BPB CDK13 CDKL5 CDON CEP104 CEP120 CEP290 CEP41 CEP57 CHAMP1 CHAT CHRNE CISD2 CLCN7 COL13A1 COL3A1 COLQ COQ2 CPLANE1 CPT2 CREBBP CRLS1 CRYAB CSPP1 CTNNB1 CTSD CTSK D2HGDH DCTN1 DDB1 DDC DISP1 DKK1 DLL1 DMD DNA2 DPAGT1 DPH1 DPH2 DPH5 DST ECHS1 EDN1 EP300 EXOC2 EXT2 FAM149B1 FARS2 FBN1 FBP1 FBXO28 FGF13 FGF8 FGFR1 FGFR2 FGFR3 FLCN FOXH1 FXR1 GABBR2 GABRG2 GAS1 GBA1 GLI2 GLRA1 GLUL GNAI3 GNB2 GNE GNPTAB GPHN GPR101 GRB10 GRIK2 GRIN1 GRIN2A GSN GUSB H4C5 HACD1 HDAC4 HERC2 HMGCL HRAS HSPD1 HSPG2 HTRA2 HYLS1 IDS IDUA IFT74 IL6ST INPP5E KAT6B KATNIP KCNJ11 KCNQ2 KCNQ3 KIAA0586 KIAA0753 KIF5A KIF7 LAMB2 LARP7 LBX1 LIAS LIFR LRPPRC LRRC32 LTBP3 MAGEL2 MCCC1 MCM3AP MECP2 MED27 MINPP1 MKRN3 MKS1 MOG MOGS MRPS34 MT-ATP6 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TK MT-TL1 MT-TV MT-TW MTHFR MYL1 MYO1H MYO9A NAA10 NACC1 NADK2 NALCN NCAPG2 NDN NDUFA11 NDUFA2 NDUFA6 NDUFAF2 NDUFS1 NDUFS2 NDUFS4 NDUFS8 NDUFV1 NEB NEFH NEK1 NFIX NGLY1 NODAL NONO NOTCH3 NPAP1 NPHP1 NTNG1 NUP214 OCA2 OFD1 OPA1 P4HTM PCCA PCCB PCGF2 PCK1 PDE6D PDHA1 PEX13 PEX5 PHOX2B PI4KA PIBF1 PIGT PLA2G6 PLAA PLCB4 PLCH1 PLPBP POGZ PRKAG2 PRKAR1B PRMT7 PRNP PRPH PRPS1 PRR12 PRRT2 PSAP PSAT1 PTCH1 PTF1A PURA PWAR1 PWRN1 RAB11B RAI1 RARS2 RBM10 RECQL4 RERE RET RNF125 RPGRIP1L RPS6KA3 RUNX2 SATB2 SCN2A SCN4A SCN5A SCN8A SCO1 SEPSECS SFTPB SH3BP2 SHH SIM1 SIN3A SIX3 SKI SLC18A3 SLC1A3 SLC25A1 SLC25A12 SLC25A20 SLC2A1 SLC39A8 SLC5A7 SLC6A5 SLC6A9 SMC1A SNAP25 SNORD115-1 SNORD116-1 SNRPN SNX10 SOD1 SOX9 SPOP SRPX2 STAG2 STAT2 STIL SUCLG1 SUFU SYT1 SYT2 TBR1 TCF4 TCIRG1 TCTN1 TCTN2 TCTN3 TDGF1 TECPR2 TERT TGIF1 TMEM107 TMEM138 TMEM216 TMEM218 TMEM231 TMEM237 TMEM67 TNFSF11 TNNT1 TOE1 TOGARAM1 TOPORS TRIP13 TRPV4 TSEN15 TSEN2 TSEN34 TSEN54 TSPYL1 TTC19 TWIST1 UNC80 USP7 VAMP1 VPS51 WFS1 ZBTB7A ZC4H2 ZIC2 ZMYM2 ZNF423 HP_APNEIC_EPISODES_IN_INFANCY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APNEIC_EPISODES_IN_INFANCY ACADSB CC2D2A FBP1 FGF13 HACD1 NACC1 NDUFS8 PLA2G6 SCN4A SCN5A HP_APNEIC_EPISODES_PRECIPITATED_BY_ILLNESS_FATIGUE_STRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APNEIC_EPISODES_PRECIPITATED_BY_ILLNESS_FATIGUE_STRESS AGRN CHAT CHRNE COL13A1 MYO9A PDHA1 SLC18A3 SLC25A1 SLC5A7 SNAP25 SYT2 VAMP1 HP_APPENDICULAR_HYPOTONIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APPENDICULAR_HYPOTONIA CACNA1C CWF19L1 EXOSC9 FBXO28 FNIP1 GBA1 GEMIN5 GNPTAB GOSR2 LGI3 NAPB NRROS PEX3 PRPS1 SLC30A9 UNC80 HP_APPENDICULAR_SPASTICITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APPENDICULAR_SPASTICITY AARS1 AASS ABCA12 ABCD1 ABHD16A ACER3 ACP5 ACTL6B ADAR ADD3 ADGRG1 AFF3 AFG3L2 AIFM1 AIMP1 ALDH18A1 ALDH3A2 ALG3 ALG9 ALS2 AMFR AMPD2 ANKLE2 AP1S2 AP4B1 AP4E1 AP4M1 AP4S1 AP5Z1 APC2 APOE ARG1 ARL6IP1 ARSA ARSI ARX ASNS ATL1 ATN1 ATP13A2 ATP5F1A ATP5F1D ATP5F1E ATP5MC3 ATP5MK ATP6AP2 ATP6V0A1 ATP6V1A ATPAF1 ATPAF2 ATRX ATXN10 AUH B4GALNT1 BCL11B BCOR BICD2 BSCL2 BTD C19orf12 CACNA1C CACNA1D CACNA1E CAMK2B CAMLG CAPN1 CCDC88C CCT5 CDC40 CLCN4 CLIC2 CLN8 CLTC CNP CNPY3 CNTNAP2 COA8 COASY COG2 COL4A2 COLGALT1 COQ5 COX15 CPT1C CSF1R CTNNA2 CTNNB1 CYB5A CYB5R3 CYP27A1 CYP2U1 CYP7B1 DARS1 DDHD1 DDHD2 DEGS1 DENND5A DNAJC19 DNM1 DNM1L DPH5 DSTYK DTYMK DYM DYNC1H1 EARS2 EDNRB EIF2AK1 EIF2S3 ELOVL1 ELOVL4 ELP2 ENTPD1 ERCC1 ERCC4 ERCC6 ERCC8 ERLIN1 ERLIN2 EXOC2 EXOSC8 FA2H FAR1 FARS2 FBLN1 FBXO7 FCSK FLNA FLRT1 FUCA1 FUS GALC GAMT GAN GATAD2B GBA1 GBA2 GBE1 GCDH GFAP GFM2 GJA1 GJC2 GLB1 GLRX5 GLYCTK GM2A GOT2 GPT2 GRIA4 GRIN1 GSS GSX2 GTPBP2 GUF1 H4C5 HACE1 HECTD4 HEPACAM HIKESHI HMGCL HPDL HSD17B10 HSD17B4 HSPD1 HUWE1 IBA57 IDUA IFIH1 INPP5K INTS8 KANK1 KARS1 KCNC2 KCNJ6 KCNQ2 KDM5C KIDINS220 KIF1A KIF2A KIF5A KIF5C KLC2 KPNA3 KY L1CAM L2HGDH LAMB1 LIAS LIPT1 LIPT2 LMNB1 LMX1B LSM11 LYRM7 LYST MAG MAN2B1 MARS1 MCOLN1 MECP2 MED13L MFSD2A MICOS13 MINPP1 MOCS1 MOCS2 MRE11 MRM2 MRPS22 MT-ATP6 MT-ATP8 MTFMT MTHFR MTPAP MTRFR NAA10 NALCN NAXD NDE1 NDUFA13 NDUFA4 NDUFAF4 NDUFAF5 NEU1 NEXMIF NFU1 NIPA1 NSRP1 NT5C2 NTRK2 NUP54 NUP62 NUS1 ODC1 OPA1 OPA3 OSTM1 OTUD6B PAFAH1B1 PAX3 PCDH12 PDHX PET100 PEX16 PEX3 PGAP1 PHACTR1 PHGDH PI4KA PIGA PLA2G6 PLP1 PNP PNPLA6 POLG POLR3GL PPFIBP1 PPIL1 PPP1R15B PQBP1 PRDM13 PRDM8 PRNP PRPS1 PRRT2 PRUNE1 PSAP PSAT1 PSEN1 PSMC1 RAB18 RAB3GAP1 RAB3GAP2 RANBP2 RARS1 RARS2 REEP1 REEP2 REPS1 RERE RNASEH2A RNASEH2B RNASEH2C RNF170 RNF220 RNU7-1 RTN2 SACS SAMHD1 SATB1 SATB2 SCN2A SCN3A SDHA SDHAF1 SDHB SDHD SEC31A SELENOI SEPSECS SETX SHMT2 SHQ1 SIGMAR1 SIX6 SLC16A2 SLC18A2 SLC19A3 SLC1A4 SLC25A15 SLC2A1 SLC30A10 SLC33A1 SLC35A2 SMC1A SOD1 SOX10 SOX2 SOX4 SPART SPAST SPATA5L1 SPG11 SPG21 SPG7 SPTAN1 SPTBN1 SPTLC1 SRPX2 STAMBP STUB1 STXBP1 SYNE1 SYNJ1 TACO1 TAF1 TANGO2 TBC1D20 TBCD TBCE TCEAL1 TECPR2 TFG THOC2 TMEM222 TMEM63C TMTC3 TMX2 TNR TOE1 TPK1 TRAPPC12 TRAPPC4 TREX1 TRMT10A TSEN15 TTC19 TTR TUBA1A TUBB3 TUBG1 UBAP1 UBE4A UCHL1 UNC80 USP8 VAMP1 VCP VPS37A VPS41 VPS53 VWA3B WARS2 WASHC5 WDR45 WDR45B WDR48 WDR62 WDR73 WWOX YIF1B ZFR ZFYVE26 ZFYVE27 ZNF668 HP_APRAXIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_APRAXIA AARS2 ABCA7 ABCC8 ABCD1 ADGRG1 AFG3L2 AHI1 APOE APP APTX ARL13B ARL3 ARMC9 ARPC4 ATP13A2 ATP1A2 ATP1A3 ATP6AP2 ATXN2 B9D1 B9D2 BCR BLTP1 BRAF C9orf72 CACNA1A CACNA1G CBY1 CC2D2A CDKL5 CDON CEP104 CEP120 CEP290 CEP41 CHCHD10 CHD1 CHD3 CHMP2B CLTC CPLANE1 CRKL CSF1R CSPP1 CWF19L1 DDOST DISP1 DLAT DLL1 DMPK DNM1L EBF3 EPM2A EXOSC3 FA2H FGF8 FGFR1 FOXG1 FOXH1 FOXP1 FOXP2 FRRS1L FUS GABBR2 GALK1 GALT GAS1 GBA1 GCK GLI2 GPAA1 GRID2 GRIN2A GRN H4C11 HECTD4 HTRA1 HYLS1 IFT172 IFT74 INPP5E INS ITPR1 KANSL1 KATNIP KCNH1 KCNJ11 KDM1A KDM6B KIAA0586 KIAA0753 LAMA1 MAPK1 MAPT MAST1 MECP2 MED13 MKS1 MRE11 MYO9A NGLY1 NHLRC1 NKX2-1 NODAL NONO NPHP1 NPTX1 NTNG1 OFD1 PACS1 PANK2 PDE6D PDX1 PEX10 PEX2 PEX6 PGAP2 PGAP3 PI4KA PIBF1 PIGL PIGO PIGV PIGW PIGY PIK3R5 PLA2G6 PLCH1 PLP1 PMPCA PNKP PNPT1 POU4F1 PRKAR1B PRNP PSEN1 PSEN2 PTCH1 PTEN PURA RAI1 RNF135 RORA RPGRIP1L SETX SH2B1 SHH SIX3 SLC1A3 SLC25A15 SLC2A1 SLC30A9 SLC6A8 SMC1A SMPD1 SNX14 SORL1 SOX3 SPART SPG21 SPR SQSTM1 SRCAP SRPX2 STAG2 STAT3 STIL STUB1 SUFU SYNJ1 TARDBP TBK1 TBP TCTN1 TCTN2 TCTN3 TDGF1 TGIF1 TIMM8A TMEM106B TMEM107 TMEM138 TMEM216 TMEM218 TMEM231 TMEM237 TMEM67 TNR TOE1 TOGARAM1 TOMM40 TPP1 TRAPPC11 TREM2 TREX1 TTC19 TUBA1A TUBB2B TUBB3 TUBB4A TYROBP UBE3A UFC1 USP7 VCP VPS11 XRCC1 XRCC4 YME1L1 ZC4H2 ZIC2 HP_AQUEDUCTAL_STENOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_AQUEDUCTAL_STENOSIS AP1S2 CHD7 CLCN3 DONSON FANCB FGFR1 FGFR2 GON7 L1CAM LAGE3 NF1 NUP107 NUP133 OSGEP PLCH1 ROBO1 SEMA3E SF3B4 SLC12A6 SMARCC1 TP53RK TPRKB TTC26 WDR4 WDR73 YRDC ZIC3 HP_ARACHNODACTYLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ARACHNODACTYLY ABL1 ACTA2 ACTG2 AEBP1 ALG14 AMER1 ARVCF ASPH ASXL3 ATP2B1 B3GALT6 B4GALT7 BCR BGN BMP1 BMP15 BNC1 C1R CBS CHRNG CHST14 CIC CNTN1 COL11A1 COL2A1 COMT CPLX1 CRKL CTBP1 CTSC CYP26B1 DLG4 DPAGT1 DSE EFEMP2 ELN FARSA FBLN5 FBN1 FBN2 FGFR2 FGFR3 FLNA FOXE3 FSHR GP1BB H3-3B HERC1 HEY2 HIRA HNRNPH1 HNRNPH2 IPO8 JMJD1C KANSL1 LAGE3 LETM1 LOX MAPK1 MAT2A MED12 MFAP5 MRPS22 MSH4 MTM1 MYH11 MYLK NALCN NARS1 NELFA NKAP NPR2 NPR3 NR5A1 NSD2 NUP107 OSGEP OTUD6B PAPPA2 PEPD PHF8 PIEZO2 PIGG PLOD1 POLR3H POR PQBP1 PRDM5 PRKG1 PSMC3IP PTCH1 PTCH2 PYCR2 RECQL RREB1 SATB2 SCARF2 SEC24C SH2B1 SIN3A SKI SLC2A10 SMAD2 SMAD3 SMAD4 SMARCE1 SMS SON SOX6 SPIDR STUB1 SUFU TBX1 TGFB2 TGFB3 TGFBR1 TGFBR2 THSD4 UBE3B UFD1 UNC80 UPF3B VPS13B XYLT2 YRDC ZDHHC9 ZEB2 ZNF469 ZSWIM7 HP_ARACHNOID_HEMANGIOMATOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ARACHNOID_HEMANGIOMATOSIS DLST FH GNAQ KIF1B MAX MDH2 NF1 RET SDHA SDHAF2 SDHB SDHC SDHD SLC25A11 TMEM127 VHL HP_AREFLEXIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_AREFLEXIA AARS1 ABHD5 ACER3 ACO2 ACOX1 ACTA1 ADCY6 AGRN AIFM1 ALDH18A1 ALDH4A1 ALG1 ALG14 ALG2 ALG6 AMPD1 ANXA11 APTX ARL6IP1 ARSI ASAH1 ASCC1 ATP11A ATP1A1 ATP1A2 ATP1A3 ATP6AP2 ATXN1 ATXN3 B3GALNT2 B4GAT1 BICD2 BIN1 CACNA1A CADM3 CARS2 CAV3 CCDC47 CD59 CDK5 CFL2 CHAT CHCHD10 CLPB CNTN1 CNTNAP1 CNTNAP2 COASY COG7 COL12A1 COL13A1 COL25A1 COL4A1 COLQ COX6A1 CRPPA CRYAB DAG1 DCAF8 DES DHX16 DKK1 DNAJB2 DNAJC3 DNM1L DNM2 DPAGT1 DPYD DST DYSF EGR2 ENTPD1 ERBB3 ERCC6 ERCC8 ERGIC1 ERLIN1 FAM111B FBLN5 FBXO28 FGD4 FHL1 FIG4 FKRP FKTN FLVCR1 FXN FXR1 GAA GAN GARS1 GBE1 GBF1 GDAP1 GEMIN5 GFPT1 GIPC1 GJB1 GLE1 GMPPB GNB4 GNE GOSR2 HACD1 HADHA HADHB HARS1 HINT1 HK1 HNRNPK HSD17B4 HSPB1 HSPB3 HSPB8 IBA57 IFRD1 IGHMBP2 IL6ST INF2 INPP5K ISCU ITGA7 ITPR3 JAG1 JPH1 KARS1 KBTBD13 KCNJ18 KCNK9 KIF1A KIF1B KLC2 KLHL41 KLHL9 LAMA2 LAMB2 LARGE1 LGI4 LIFR LMNA LPIN1 LRP12 LRSAM1 MAG MAP3K20 MARS1 MCM3AP MED25 MEGF10 MFN2 MME MORC2 MPV17 MPZ MRE11 MT-TT MTM1 MTMR14 MTRFR MTTP MYF6 MYH14 MYL1 MYL2 MYO1H MYO9A MYOT MYPN NARS2 NDRG1 NDUFAF2 NEB NEFL NOTCH2NLC OCRL OPA1 OPA3 ORAI1 PAX7 PDK3 PDSS1 PDXK PEX1 PEX10 PEX11B PEX12 PEX14 PEX2 PEX3 PEX5 PGM3 PIEZO2 PIGB PIK3R5 PLA2G6 PLEC PLEKHG4 PLEKHG5 PMM2 PMP2 PMP22 PNKP PNPLA2 PNPLA6 PNPT1 POLG POLG2 POMGNT1 POMGNT2 POMK POMT1 POMT2 PPP1R21 PPP2R5D PRNP PRORP PRPS1 PRX PSMC1 PYROXD1 RAB7A RAI1 REEP1 RETREG1 RFC1 RILPL1 RMND1 RNASEH1 RNF170 RRM2B RXYLT1 RYR1 SACS SAR1B SBF1 SBF2 SCN9A SCO2 SCYL2 SELENON SETX SH3TC2 SIGMAR1 SIL1 SLC12A6 SLC18A3 SLC1A3 SLC25A1 SLC25A21 SLC25A4 SLC25A46 SLC52A2 SLC5A6 SLC5A7 SLC9A1 SMN1 SMN2 SNAP25 SNAP29 SOX10 SPEG SPG11 SPTBN4 SPTLC1 SQSTM1 STAC3 STIM1 SUCLG1 SURF1 SYNE1 SYT2 TBCD TBCK TCAP TDP1 TECPR2 TFG TIMM50 TNNT1 TOR1A TPM2 TPM3 TRIM2 TRIM32 TRIP4 TRPV4 TTN TTPA TWNK TYMP UBA1 UGDH VAMP1 VAPB VCP VPS13A WARS1 WNK1 XK XRCC1 YARS1 ZC4H2 HP_AREFLEXIA_OF_LOWER_LIMBS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_AREFLEXIA_OF_LOWER_LIMBS AARS1 ACOX1 ALDH18A1 ARL6IP1 ATP6AP2 ATXN3 BIN1 CADM3 CCDC47 COASY CRYAB DES DNAJC3 DNM2 DYSF ERLIN1 FAM111B FBLN5 FXN GAN GBE1 GJB1 GLE1 GNB4 GNE HARS1 HINT1 HSPB1 HSPB3 HSPB8 IGHMBP2 IL6ST ITPR3 JAG1 KIF1A KLC2 KLHL9 LIFR MAG MCM3AP MFN2 MORC2 MRE11 MTMR14 MYF6 MYH14 NEFL OPA1 OPA3 ORAI1 PDK3 PEX10 PGM3 PLEKHG4 PMP2 PMP22 PNPT1 POLG POLG2 PRPS1 PSMC1 RAB7A RAI1 REEP1 RNASEH1 RRM2B RYR1 SACS SBF2 SIGMAR1 SLC25A4 SLC5A6 SLC9A1 SMN1 SMN2 SPG11 SQSTM1 STIM1 TCAP TOR1A TWNK TYMP VCP VPS13A WARS1 XK HP_AREFLEXIA_OF_UPPER_LIMBS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_AREFLEXIA_OF_UPPER_LIMBS CLPB DKK1 IGHMBP2 JAG1 SBF2 SLC9A1 XK HP_ARM_DYSTONIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ARM_DYSTONIA ALS2 ANO3 AOPEP ATP1A3 DLAT FTL FUS KMT2B SIGMAR1 SPG11 SPTLC1 SYNE1 VPS16 HP_ARRHINENCEPHALY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ARRHINENCEPHALY ADAR ARVCF ATP6V1B2 CHD7 COMT CPLANE1 FANCB FIG4 FUZ GLI3 GP1BB HIRA HYLS1 IFIH1 JMJD1C KIF14 KIF7 LSM11 RNASEH2A RNASEH2B RNASEH2C RNU7-1 RREB1 SAMHD1 SEC24C SF3B4 SMOC1 TBC1D24 TBX1 TCTN3 TREX1 UFD1 VAC14 VANGL1 HP_ARTERIAL_DISSECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ARTERIAL_DISSECTION COL1A1 COL3A1 COL5A1 COL5A2 IPO8 PLOD1 SMAD3 TGFBR1 TGFBR2 HP_ARTERIAL_RUPTURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ARTERIAL_RUPTURE COL1A1 COL1A2 COL3A1 COL5A1 COL5A2 FKBP14 PLOD1 PLOD3 HP_ARTERIAL_STENOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ARTERIAL_STENOSIS ABCA1 ABCC6 ABCG5 ABCG8 ACTA2 ADA2 AEBP1 AGXT APOA1 APOA2 APOB APOE ARL6IP6 ATP7A BAZ1B BCL7B BEST1 BRCC3 BUD23 CELA2A CEP19 CLIP2 COL3A1 CYP27A1 CYP7A1 DNAJC30 EIF4H ELN ENPP1 EPHX2 ERCC6 ERCC8 ESR1 F12 FBN1 FIG4 FKBP6 FOXE3 GEMIN4 GHR GNA11 GPIHBP1 GTF2I GTF2IRD1 GTF2IRD2 HEY2 HLA-B HTRA1 IDS IL12B JAG1 JAK2 LDLR LDLRAP1 LIMK1 LIPC LMNA LOX LRP6 MAT2A MAX MEF2A METTL27 MFAP5 MLX MLXIPL MPL MYH11 MYLK NCF1 NF1 NOTCH3 PCNT PCSK9 PNPLA2 POU3F4 PPARG PPP1R17 PRKG1 RET RFC2 SDHB SDHD SERPIND1 SLC2A10 SMAD2 SMAD3 SMAD4 SMPD1 STAT1 STX1A TBL2 TGFB2 TGFB3 TGFBR1 TGFBR2 THPO THSD4 TMEM127 TMEM270 TOM1 VAC14 VHL VPS37D XYLT1 XYLT2 YY1AP1 ZNF687 HP_ARTERIAL_THROMBOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ARTERIAL_THROMBOSIS AKT1 C4A CALR CBS CCR1 ERAP1 F2 FAS FCGR2C HLA-B HLA-DRB1 IFNGR1 IL10 IL12A IL12A-AS1 IL23R JAK2 KLRC4 MEFV MPL MYH7 P4HA2 PIGA PROS1 PTEN PTPN22 SERPINC1 SH2B3 STAT4 TET2 THPO TLR4 TP53 UBAC2 HP_ARTERIA_LUSORIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ARTERIA_LUSORIA DDX6 KNSTRN NKX2-6 PIK3CD PLD1 PLXND1 HP_ARTERIOSCLEROSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ARTERIOSCLEROSIS ABCA1 ABCC6 ABCG5 ABCG8 ACTA2 AGXT ALMS1 ANGPTL6 ANTXR1 APOA1 APOA2 APOA5 APOB APOE ASAH1 BANF1 BRCC3 CAT CELA2A CEP19 CETP COL3A1 CSF2RA CSF2RB CYP27A1 CYP7A1 ELN ENG ENPP1 EPHX2 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ESR1 FBN1 FOXE3 GGCX GHR GLB1 GPIHBP1 HEY2 HGD HLA-DRB1 HTRA1 LCAT LDLR LDLRAP1 LIPA LIPC LMNA LOX LPL LRP6 MAT2A MEF2A MFAP5 MYH11 MYLK NEU1 NPC1 NPC2 PCSK9 PIK3CG PNPLA2 PPARG PPP1R17 PRKG1 SC5D SERPIND1 SMAD2 SMAD3 SMAD4 SMARCAL1 SMPD1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 THSD1 THSD4 TNXB WRN XYLT1 XYLT2 ZMPSTE24 ZNF687 HP_ARTERIOVENOUS_FISTULA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ARTERIOVENOUS_FISTULA ACVRL1 AGGF1 COL1A1 COL3A1 COL5A1 COL5A2 ENG EPHB4 GDF2 RASA1 SMAD4 HP_ARTERIOVENOUS_MALFORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ARTERIOVENOUS_MALFORMATION ACVRL1 ADAMTS3 AGGF1 AKT1 ARHGAP31 ARL6IP6 BRCA1 BRCA2 BRIP1 CAV1 CBS CCBE1 COL1A1 COL3A1 COL5A1 COL5A2 DLL4 DOCK6 ENG EOGT EPHB4 ERCC4 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAT4 GDF2 GLMN GNA11 GNAQ GUSB IL6 KRAS MAD2L2 MNX1 NOTCH1 PALB2 PIK3CA PTEN RAD51 RAD51C RASA1 RBPJ RFWD3 SLX4 SMAD4 TEK UBE2T XRCC2 HP_ARTHRALGIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ARTHRALGIA ABCC6 ABCG5 ABCG8 ADA2 AIP ANKH ANKRD55 ANTXR2 AP1S3 APC APOB ARSB ASAH1 ASPN ASXL1 ATP7B BAZ1B BCL11A BCL7B BMP6 BUD23 C1QB C1R C1S C4A CAV1 CBL CCN2 CCN6 CCR1 CCR6 CD19 CD244 CD247 CD55 CD81 CHST11 CHST3 CIITA CLCNKB CLIP2 COL10A1 COL11A1 COL11A2 COL1A1 COL2A1 COL5A1 COL5A2 COL9A1 COMP COPA CR2 CTLA4 CTNNB1 DDB2 DDRGK1 DNAJC30 DSE EIF4H ELN ENPP1 EPOR ERAP1 ERCC2 ERCC3 ERCC4 ERCC5 F8 FAS FKBP6 FTL GLA GNB2 GNPTG GPR101 GTF2I GTF2IRD1 GTF2IRD2 HBB HBG1 HBG2 HFE HGD HLA-B HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRB1 HPGD ICOS IFNGR1 IGHG2 IGKC IL10 IL12A IL12A-AS1 IL12B IL1RN IL23R IL2RA IL2RB IL36RN IL6 IRAK1 IRF2BP2 IRF4 IRF5 JAK2 KIF7 KIT KLF1 KLRC4 LACC1 LBR LDLR LDLRAP1 LEMD3 LIMK1 LMNA LMNB2 LPIN2 MAFB MATN3 MEFV METTL27 MFN2 MIF MLX MLXIPL MMP2 MPL MS4A1 MSMO1 MVK MYH3 NCF1 NFKB1 NFKB2 NFKBIL1 NLRC4 NLRP12 NLRP3 NOD2 NOTCH2 OTULIN P4HA2 PCSK9 PHEX PIGT PKDCC PLCG2 POMP PRKCD PRTN3 PSMB4 PSMB8 PSMB9 PSTPIP1 PTH1R PTPN2 PTPN22 RFC2 RNU4ATAC RUNX1 SAT1 SEPTIN9 SFRP4 SLC12A3 SLC22A4 SLC26A2 SLC40A1 SLCO2A1 SMAD2 SMPD1 SOST SPP1 SRSF2 STAT4 STING1 STX1A TBL2 TET2 TLR4 TLR7 TMEM270 TNFRSF11B TNFRSF13B TNFRSF13C TNFRSF1A TNFSF12 TNXB TRAPPC2 TREM2 TREX1 TRPS1 TYROBP UBA1 UBAC2 UFSP2 VCP VPS37D XPA XPC HP_ARTHRALGIA_OF_THE_HIP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ARTHRALGIA_OF_THE_HIP B2M COL2A1 COL9A1 COL9A2 COL9A3 COMP MATN3 SLC26A2 TRAPPC2 HP_ARTHRITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ARTHRITIS ABCG8 ACAN ACP5 ADA2 ADAR AEBP1 AGA AIP ANK1 ANKH ANKRD55 AP1S3 APOE ARVCF ASAH1 ASPN ATP7B BANK1 BLK BLNK BMP6 BTK C1QB C2orf69 C4A C4B CANT1 CASP10 CAV1 CCN2 CCN6 CCR1 CCR6 CD244 CD247 CD79A CD79B CFI CIITA CLCN7 CLCNKB COL11A1 COL11A2 COL1A1 COL2A1 COL3A1 COL5A1 COL5A2 COL9A1 COL9A2 COL9A3 COMP COMT COPA CR2 CTLA4 DCLRE1C DDRGK1 DNAJB11 DNASE1 DNASE1L3 ELF4 EMILIN1 EPB42 EPCAM ERAP1 ETS1 EXT1 EXT2 F8 F9 FAS FASLG FBN1 FCGR2A FCGR2B FCGR3B FGF10 FGFR2 FGFR3 FOXP3 FRZB G6PC1 GBA1 GCH1 GDF5 GHR GJB2 GJB6 GLA GNAS GP1BB GPR101 HFE HGD HIRA HJV HLA-B HLA-C HLA-DRB1 HNF1B HOXD10 HPGD HPRT1 IDS IFIH1 IFNGR1 IGHG1 IGHG2 IGHM IGKC IGLL1 IL10 IL12A IL12A-AS1 IL12B IL23R IL2RA IL2RB IL36RN IL6 IMPDH2 IRAK1 IRF4 IRF5 ITGAM JAZF1 JMJD1C KIAA0319L KIF22 KLRC4 KNSTRN KRT5 LACC1 LBR LMNA LMX1B LRBA LRP6 LRRC8A LSM11 MATN3 MECP2 MEFV MIF MIR140 MLX MMP13 MMP14 MMP2 MTHFD1 MUC1 MVK MYD88 MYH14 NFKBIL1 NGF NLRP12 NLRP3 NOD2 NR4A2 NTRK1 OCRL P4HA2 PDCD1 PERCC1 PFKM PHEX PIK3CD PIK3R1 POFUT1 POGLUT1 PRG4 PRKCD PRPS1 PSENEN PSMB4 PSMB9 PSTPIP1 PTEN PTPN2 PTPN22 PXK RAG1 RAG2 RASGRP1 RNASEH2A RNASEH2B RNASEH2C RNF168 RNU7-1 RREB1 SAMHD1 SAT1 SCARB2 SEC24C SEC61A1 SH3KBP1 SLC12A3 SLC22A4 SLC26A2 SLC37A4 SLC39A7 SLC40A1 SLC4A1 SLCO2A1 SMAD2 SMAD3 SPI1 SPP1 SPTA1 SPTB STAT4 STT3A SYK TBX1 TCF3 TF TFR2 TGFB3 THSD4 TLR4 TLR7 TNFAIP3 TNFRSF11B TNFRSF1A TNFSF4 TNIP1 TOM1 TRAPPC2 TREX1 TRPS1 TRPV4 UBA1 UBAC2 UBE2L3 UFD1 UFSP2 UMOD VPS13A WAS WIPF1 ZMPSTE24 ZNF687 HP_ARTHROGRYPOSIS_MULTIPLEX_CONGENITA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ARTHROGRYPOSIS_MULTIPLEX_CONGENITA ABCC8 ACTA1 ADGRG6 AGRN AGTPBP1 ALG3 ASCC1 AUTS2 BICD2 BLTP1 CACNA1E CDK5 CEP55 CFL2 CHAT CHMP1A CHRNA1 CHRNE CHRNG CHST14 CLCN3 CNTNAP1 COL13A1 DHCR24 DOK7 DSE ERBB3 ERCC1 ERCC2 ERCC5 ERCC6 ERGIC1 EXOC7 EXOSC3 EXOSC8 EXOSC9 FAM20C FBN2 FKBP10 GBA1 GBE1 GCK GFM2 GFPT1 GLE1 GNB2 GNPTAB HSPG2 IBA57 INS ITGB4 KAT6B KBTBD13 KCNJ11 KIDINS220 KIF14 KIF1A KIF21A KIF5C KLHL40 KLHL41 LAMA5 LGI4 LMNA LMOD3 LZTR1 MAGEL2 MTRFR MUSK MYBPC1 MYH3 MYH8 MYO9A MYOD1 MYPN NALCN NEB NEK9 NUP88 OTUD5 PDX1 PI4KA PIEZO2 PIGS PIP5K1C PLEC PLOD2 PLXND1 PPP3CA RAPSN REV3L RFT1 RIPK4 SCYL2 SHPK SLC18A3 SLC25A1 SLC25A46 SLC35A3 SLC5A7 SLC6A9 SLC9A6 SMPD4 SNAP25 SOX10 STAC3 STAT3 SYNE1 SYT2 TBCD TNNI2 TOR1A TPM2 TPM3 TRIP13 TRIP4 TRPV4 TSEN54 TUBA1A UBA1 VAMP1 VIPAS39 VPS33B VRK1 ZBTB42 ZC4H2 ZMPSTE24 ZNF335 ZNHIT3 HP_ARTHROPATHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ARTHROPATHY ALPL ANKH ATL1 ATL3 BMP2 BMP6 CCN6 CD244 CHST3 CIITA COL11A1 COL2A1 DMP1 DNASE2 ELP1 ENPP1 F8 HAMP HFE HGD HJV HPGD IL10 IL36RN IL6ST MEFV MMP14 MMP2 NFKBIL1 NGF NLRP1 NLRP3 NOD2 NTRK1 PIK3CD PRG4 PTPN22 SAMHD1 SLC22A4 SPTLC1 SPTLC2 STAT3 TNFAIP3 TNFRSF1A TRPV4 HP_ASCENDING_TUBULAR_AORTA_ANEURYSM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ASCENDING_TUBULAR_AORTA_ANEURYSM ACTA2 ADAMTS19 ATP6V1A B3GALT6 BGN BRF1 COL3A1 FBLN5 FBN1 FLNA FMR1 GJA5 GJA8 HLA-B IL12B IPO8 LMNA LOX MED12 MLX MYH11 NODAL SMAD3 TGFB2 TGFBR2 THSD4 ZMPSTE24 HP_ASCITES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ASCITES ABCB11 ABCB4 ABCC6 ACTN4 ADAMTS3 AGGF1 ALG8 ALG9 ARHGAP31 ARL6IP6 ASAH1 ASXL1 ATP6AP2 ATP7B ATP8B1 BMP2 BUB1 BUB1B BUB3 CALR CBL CCBE1 CD27 CD55 CEP57 CYBB DCDC2 DEF6 DGUOK DIS3L2 DLL4 DNASE1L3 DOCK6 DZIP1L EIF2AK3 EIF5A ENPP1 EOGT EPHB4 ERCC4 EWSR1 F5 FAH FAM111A FARSB FAT4 FH FLI1 FOCAD FSHR GALT GBA1 GBE1 GIMAP5 GNA11 GNB2 GPR35 GRIP1 GUSB HFE HSD17B4 IL12A IL12RB1 IRAK1 IRF5 JAK2 KIF20A KRT18 LARS2 LBR LCK LIPA LTBP4 MDFIC MEFV MMEL1 MPV17 MRPS22 MST1 MTO1 MYBPC3 NEU1 NOTCH1 NPC1 NPC2 NR1H4 OSTM1 PIEZO1 PIGA PKHD1 PLVAP POLG POU2AF1 PRG4 PRKAG2 PRKAR1A PRKCSH PTH1R RBPJ RFX6 RHBDF2 RHD RNU7-1 RUNX1 SAT1 SCARB2 SCN4A SEMA4D SLC17A5 SMPD1 SOX18 SP110 SPIB SPP1 SRSF2 STAT4 TAPT1 TCF4 TET2 TFAM THSD1 TMEM67 TNFSF15 TNPO3 TRIM37 TRIP13 TSC1 TSC2 TTC26 UBR1 USP18 WDR35 WT1 HP_ASPIRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ASPIRATION ADGRG1 ADNP ARV1 ATP1A2 ATP1A3 ATXN8OS CACNA1A CREBBP DCX DHX16 DOLK DST EP300 FBXO28 FOXG1 GLRA1 GM2A GNB2 GPHN GRB10 GRM7 HEXA LAMA2 LRP12 MATR3 MID1 NAA10 PI4KA SEC31A SLC1A3 SRPX2 HP_ASPIRATION_PNEUMONIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ASPIRATION_PNEUMONIA ACTA1 AFF4 ARID1A ARID1B ARID2 ASAH1 ATP6V0A1 ATP6V1B2 CDON COL4A5 COL4A6 CRLF1 CSPP1 DISP1 DLL1 DPF2 EPM2A FGF8 FGFR1 FIG4 FOXH1 GAS1 GBA1 GIPC1 GLB1 GLI2 GRHL3 HACD1 HLA-DQA1 HLA-DQB1 IGBP1 ITGA7 KAT6A KDM6A KIAA0586 KMT2D KNSTRN LMNB1 LONP1 LRIF1 LRP12 MAP3K20 MARS2 MID1 MYL2 MYO1H NADK2 NDUFA6 NFIX NHLRC1 NODAL NOS1 NOTCH2NLC NTRK1 PAFAH1B1 PANK2 PDHA1 PIGA PIGN PIK3CD PLA2G6 PLCH1 PMM2 PTCD3 PTCH1 PURA RILPL1 SAMD9 SDHD SELENON SHH SIX3 SLC25A24 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SNAP29 SOX11 SOX4 SP110 STAG2 STIL TAF1 TBC1D24 TDGF1 TFG TGIF1 TIMM8A TPM2 TPM3 UBB ZIC2 HP_ASTERIXIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ASTERIXIS ABCB11 ABCB4 ATP8B1 NR1H4 SLC25A13 HP_ASTHENIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ASTHENIA ALAS2 DGUOK LBR MAN2B1 MTHFD1 NSDHL PIGA PLEKHM1 PRORP SERPINA6 HP_ASTHMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ASTHMA ADA AFF4 AGR2 ALG9 ALMS1 ALOX5 ARL6 ARSL ARVCF BBS1 BCL11B C4B CARD10 CARD11 CARMIL2 CASP8 CCDC28B CCL11 CDC42BPB CDKN1C CDON CDSN CEACAM3 CEACAM6 CFTR CLCA4 COMT COX4I2 CREBBP DCTN4 DDX41 DISP1 DLL1 DOCK8 DPP9 EDNRA ELOVL4 EP300 ERCC2 FCGR2A FGF8 FGFR1 FLG FOCAD FOXH1 FOXP2 GAS1 GCLC GGT1 GLI2 GNB1 GNB2 GP1BA GP1BB GP9 GRHL2 GSTM3 HFE HIRA HLA-G HMGA2 HMOX1 HNMT IDS IFT172 IGF2 IGHG2 IGKC IL13 IL21R IL4R IL6ST IPO8 JAK1 JMJD1C KCNN4 LIFR LIG4 LMX1B LRBA MIA3 MIF MS4A2 MTOR MUC7 NEK9 NFKB2 NKX2-1 NOD2 NODAL NSUN2 ODAD3 ODC1 PEPD PEX5 PGM3 PLA2G7 PLAG1 PLCG2 PTCH1 PTGER2 RELB RFX7 RIC1 RREB1 SCGB3A2 SCN4A SDHD SEC24C SERPINA1 SHH SIK3 SIX3 SLC11A1 SLC26A9 SLC27A4 SLC6A14 SLC9A3 SPINK5 STX1A STXBP1 SUFU TALDO1 TBCK TBX1 TBX21 TDGF1 TGFB1 TGIF1 TNF TRAIP TTC26 UFD1 UNC45A USP7 VPS51 WAC WDR11 ZIC2 ZNF699 HP_ASTIGMATISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ASTIGMATISM AARS1 ADNP AEBP1 AGBL5 ALDH3A2 ANKRD11 AP3D1 APC2 ARCN1 ARHGEF2 ARID1B ARL6 ARPC4 ARSG ASH1L BAP1 BBS1 BBS9 BLOC1S3 BRCA1 BRCA2 BRIP1 C1QBP CACNA1F CAMK2B CAMSAP1 CAMTA1 CARS1 CC2D2A CCDC28B CCDC47 CEP78 CHD3 CHD4 CHMP1A CHRDL1 CHST14 CHST6 CLDN11 CLDN16 CLDN19 CLRN1 CNGA3 COL17A1 COL1A2 COL25A1 COL4A1 COL8A2 COL9A1 COL9A2 COL9A3 DNAJC21 DPAGT1 DPYD DSE DYRK1A EBF3 EDEM3 EMC1 ERCC2 ERCC3 ERCC4 EXOSC5 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FBN1 FBXW7 FIBP FLNA GALNT2 GATAD2B GLRB GNPTAB GPR143 GRHL2 GRIA1 GTF2E2 GTF2H5 H1-4 HARS1 HDAC4 HK1 IFT172 INTS1 KAT6A KCNV2 KDM5B KIDINS220 KIF11 KMT2B KRAS LIG4 LMBRD2 LMX1B MAD2L2 MAG MAN2B1 MAP3K7 MAPK8IP3 MBD5 MBTPS2 MIR184 MPLKIP MT-TS2 MYO1H NEUROD2 NFIX NIPBL NOG NSD1 OTUD5 OVOL2 P4HTM PACS2 PALB2 PAX2 PBX1 PDZD8 PIEZO2 PIGQ PIGT PIK3R1 PITX2 POGZ POLR3GL PPP1R12A PPP2R5D PRKAR1B PRMT7 RAD51 RAD51C RECQL4 RERE RFWD3 RHOA RNF113A RNF2 RNU4ATAC ROBO3 SCUBE3 SETBP1 SETD2 SETD5 SHOC2 SLC25A24 SLC2A10 SLC38A8 SLC39A8 SLC4A11 SLX4 SMARCAL1 SMG8 STXBP1 TARS1 TBC1D2B TBC1D7 TBCE TCEAL1 TCF4 TEAD1 TFE3 TGFBI TNPO2 TRIM37 TUB TYR UBE2T UBE3B USP9X VARS1 VSX1 WAC XRCC2 YY1 ZBTB7A ZEB1 ZEB2 ZFHX4 ZMIZ1 HP_ASTROCYTOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ASTROCYTOMA APC APC2 BRCA2 CDKN2A CHEK2 ERBB2 FGFR1 IDH1 IDH2 IFNG MDM2 MLH1 MSH3 MSH6 NF1 NF2 NSD1 PMS2 POT1 SETD2 TP53 TSC1 TSC2 HP_ASTROCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ASTROCYTOSIS ADAR CHMP2B ERCC6 ERCC8 GRN LAMA2 MAPT MT-ATP6 MTOR NUP54 NUP62 POLG PRNP PSEN1 SLC30A10 SQSTM1 STRADA TMEM106B TREM2 TSC1 TSC2 VCP HP_ASYMMETRIC_GROWTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ASYMMETRIC_GROWTH ACTB AGGF1 AKT1 AKT2 ARL6IP6 BPTF CASZ1 CDKN1C COL2A1 CTSK DACT1 DMP1 DNMT3A EBP EFNB1 ENPP1 EXT1 EXT2 FN1 GABRD GNA11 GNAQ GRB10 H19 HMGA2 HNF1B HOXD13 HRAS HSPG2 IGF2 IKBKG KAT6A KCNAB2 KCNQ1 KCNQ1OT1 KRAS LEMD3 LUZP1 MAPK1 MAPRE2 MMP23B MNX1 NRAS PDPN PIK3CA PLAG1 PORCN PRDM16 PRKCZ PSMD12 PTEN PTHLH RASA1 RERE RNF125 SALL1 SATB2 SETD5 SKI SPEN TONSL TRPV4 TUBB UBE4B USP9X ZNF699 HP_ASYMMETRIC_SEPTAL_HYPERTROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ASYMMETRIC_SEPTAL_HYPERTROPHY CAV3 FHOD3 GNS HGSNAT KLHL24 MYH6 MYH7 MYL2 MYLK2 MYOZ2 NAGLU PRKAG2 SGSH HP_ASYMMETRY_OF_SPINAL_FACET_JOINTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ASYMMETRY_OF_SPINAL_FACET_JOINTS CCL2 FUZ TBXT VANGL1 VANGL2 HP_ASYMMETRY_OF_THE_EARS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ASYMMETRY_OF_THE_EARS ASH1L BCOR GAD1 PUF60 RAB3GAP2 SMS HP_ASYMMETRY_OF_THE_THORAX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ASYMMETRY_OF_THE_THORAX AKT1 AMER1 ANTXR1 CDC42BPB H19 HERC1 IGF2 KCNQ1OT1 MESD PTEN RMRP HP_ATELECTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ATELECTASIS ABCA3 AGR2 ARVCF ASAH1 B3GALT6 C1QB CCDC103 CCDC39 CCDC40 CCDC65 CCNO CFAP221 CFAP298 CFAP300 CFAP74 COMT CXCR4 CYBB DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAL1 DRC1 FOXJ1 GAS2L2 GAS8 GP1BB HIRA HYDIN IL6ST JMJD1C LAMA2 LRRC56 LTBP4 MCIDAS NEK10 NHLRC2 NKX2-1 NME5 NME8 OCRL ODAD1 ODAD2 ODAD3 ODAD4 OFD1 PAX3 PLEC RIPK4 RPGR RREB1 RSPH1 RSPH3 RSPH4A RSPH9 SEC24C SFTPB SFTPC SPAG1 SPEF2 STAT3 STK36 TBX1 TP73 TSC1 TSC2 TTC12 UFD1 ZMYND10 HP_ATHETOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ATHETOSIS ABCC8 ABHD16A ACO2 ADAR ADCY5 ALDH18A1 AP1S2 ARX ATG7 ATM ATN1 ATP1A2 ATP1A3 AUH CACNA1A CACNA1B CACNA1D CASK CDKL5 CERS1 CHKA CLPB COX20 CUX2 CYB5A CYB5R3 DCAF17 DDC DLAT DMXL2 DNM1L DPYSL5 EIF2AK2 ELP2 EPRS1 ERCC2 ERCC6 FBXL4 FBXO28 FOXG1 FOXRED1 FRRS1L FTL GABRG2 GAMT GCDH GCH1 GJC2 GNAO1 GNAS GON7 GRIK2 GRIN1 GRM7 GTPBP2 GUF1 HCFC1 HPRT1 HSD17B10 HSPD1 IREB2 IRF2BPL KCNA1 KIF5A MECP2 MECR MED23 MICOS13 MICU1 MMUT MRE11 MRPS34 MT-ATP6 NADK2 NDE1 NDUFA1 NDUFA13 NDUFA9 NDUFAF5 NEUROD2 NGLY1 NKX2-1 NUP54 NUP62 OPA3 PANK2 PC PDE2A PDGFB PDGFRB PDHA1 PEX2 PHGDH PIGN PIGP PIGQ PIGV PIK3R5 PLP1 PNKD PNKP PNPT1 POLG POLR3K POU3F3 PRRT2 PTS PYCR1 QDPR RBM10 RNASET2 SCN1A SCN1B SCN2A SCN8A SEPSECS SETX SH2B1 SHQ1 SIK1 SLC13A5 SLC16A2 SLC17A5 SLC1A3 SLC20A2 SLC25A22 SLC25A42 SLC2A1 SLC30A9 SLC32A1 SLC46A1 SLC6A8 SMPD1 SPG21 SPR SPTBN4 ST3GAL5 STXBP1 SUCLA2 SUCLG1 SUOX SYT1 TIMM50 TMEM106B TMEM151A TNR TOE1 TRAPPC11 TRIM8 TRPM3 TSEN15 TSEN2 TSEN34 TSEN54 TUBB4A TWNK UBA5 UBQLN2 UQCRQ VPS13A WARS2 XPA XPR1 YME1L1 HP_ATLANTOAXIAL_ABNORMALITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ATLANTOAXIAL_ABNORMALITY ARSL B3GALT6 CHST14 COL2A1 COMP DDR2 DSE DYM FKBP14 GATA1 GNPTAB NFIX POLR3A RMRP HP_ATLANTOAXIAL_DISLOCATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ATLANTOAXIAL_DISLOCATION B3GALT6 CHST14 COMP DSE GNPTAB NFIX RMRP HP_ATLANTOAXIAL_INSTABILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ATLANTOAXIAL_INSTABILITY ARSL COL2A1 DDR2 DYM FKBP14 GATA1 HP_ATONIC_SEIZURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ATONIC_SEIZURE ADGRG1 ADGRV1 AKT3 ALDH4A1 ALDH7A1 ALG13 AP2M1 ARFGEF1 ARX ASAH1 ATP6AP2 CACNA1A CAMK2B CASK CDKL5 CEP85L CHD2 COX8A CSNK2A1 CTNNA2 CUX2 DMXL2 DNM1 DOCK7 DOHH DPM1 DYRK1A EPM2A FRRS1L FZR1 GABRA1 GABRB3 GABRD GABRG2 GAMT GNAO1 GNB1 GNB2 GOSR2 GPAA1 GRIK2 GRIN1 GRIN2A GRM7 HCN1 HCN2 HNRNPU IQSEC2 KCNA1 KCNB1 KCNC2 MAPK10 MAST3 MTHFS MTOR NEUROD2 NEXMIF NGLY1 NHLRC1 PAFAH1B1 PCDH19 PHGDH PIGM PIGP PIGQ PIK3CA PLPBP PNKP PRICKLE1 PRMT7 PTEN RUSC2 SCN1A SCN1B SCN2A SCN9A SIK1 SLC25A22 SLC2A1 SLC32A1 SLC6A1 ST3GAL3 STX1B STXBP1 SYNGAP1 TRIM8 HP_ATOPIC_DERMATITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ATOPIC_DERMATITIS ABCC9 BRAF CARD11 CDSN CFTR CTLA4 DOCK8 DPP9 FLG2 FOXN1 GNB2 HSPA9 IFIH1 IGHG2 IGKC IL6R IL6ST IPO8 JAK1 KARS1 KRT1 KRT74 LRRC32 MORC2 NEK9 PGM3 RRAS2 SCNN1A SCNN1B SCNN1G SRCAP TBC1D2B ZNF341 HP_ATRESIA_OF_THE_EXTERNAL_AUDITORY_CANAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ATRESIA_OF_THE_EXTERNAL_AUDITORY_CANAL ATP6V1B2 BRD4 CDC45 CDC6 CDT1 DCHS1 DDR2 EFTUD2 ERBB3 EYA1 FAT4 FGFR2 FKRP FKTN FRAS1 FREM2 GLI3 GMNN GPRASP2 GRIP1 GSC HDAC8 HOXA2 KIF15 KMT2D LARGE1 NIPBL NOTCH3 ORC1 ORC4 ORC6 PAX1 POMT1 POMT2 RAD21 RPL11 RPL26 RPS26 SF3B2 SF3B4 SIX1 SIX5 SMC1A SMC3 SMCHD1 SNRPB STAG2 TBC1D24 TCOF1 TP63 TSHZ1 TSR2 TWIST2 HP_ATRIAL_ARRHYTHMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ATRIAL_ARRHYTHMIA ABCC9 ACTC1 ACTN2 ANK2 APRT CACNA1C CACNA2D1 CACNB2 CASQ2 CAVIN1 CITED2 CLIC2 CSRP3 DBH DMPK DTNA EMD FHOD3 FLNC GATA4 GATA5 GATA6 GATAD1 GJA5 GNB2 HCN4 JPH2 KCNA5 KCNE1 KCNE2 KCNH2 KCNJ2 KCNJ3 KCNJ5 KCNK3 KCNQ1 KIF20A LAMP2 LMNA LMOD2 LRP12 MFAP5 MT-CYB MYH6 MYH7 MYL4 MYOZ2 MYPN NEXN NKX2-5 NKX2-6 NODAL NPPA NUP155 PITX2 PLN POLG POLG2 PRKAG2 PSEN2 RRM2B RYR2 SCN1B SCN2B SCN3B SCN4B SCN5A SGO1 SLC25A4 SLC4A3 SMAD3 TAB2 TBX20 TBX5 TLL1 TMEM43 TNNC1 TNNI3 TNNI3K TNNT2 TPM1 TRDN TTN TTR TWNK XK HP_ATRIAL_FLUTTER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ATRIAL_FLUTTER ACTC1 CITED2 CLIC2 DMPK GATA4 GATA6 KCNK3 LMNA MT-CYB MYH6 NKX2-5 NUP155 PRKAG2 SCN3B SCN5A SGO1 TBX20 TLL1 TNNI3K HP_ATRIAL_STANDSTILL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ATRIAL_STANDSTILL CASQ2 GJA5 NPPA RYR2 SCN5A TRDN HP_ATRIOVENTRICULAR_CANAL_DEFECT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ATRIOVENTRICULAR_CANAL_DEFECT ACVR2B BRAF CCDC22 CCDC32 CDC45 CDH2 CFAP45 CFAP53 CFC1 CIROP CRELD1 DEF6 DHCR7 DNAH9 DOHH DPYSL5 DYNC2LI1 ERCC4 EVC EVC2 FANCB FOXF1 GATA1 GATA4 GATA6 GDF1 GLI1 GLI3 HYLS1 IFT27 INTU IRX5 KAT6B KDM6A LONP1 LZTR1 MMP21 NEK1 NKX2-5 NKX2-6 NODAL NR2F2 PKD1L1 PLXND1 PRKACA PRKACB PRKD1 PTPN11 PUF60 RAF1 RBM8A SMAD2 SUPT16H TBX1 TBX5 TRIO TTC26 VPS35L WASHC5 WDPCP ZIC3 HP_ATROPHIC_GASTRITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ATROPHIC_GASTRITIS AIRE CDH1 CTLA4 DEF6 IFIH1 LRBA NFKB1 HP_ATROPHIC_SCARS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ATROPHIC_SCARS ADA2 ADAMTS2 AEBP1 B3GALT6 B4GALT7 C1R C1S CARMIL2 CHST14 COL12A1 COL17A1 COL1A1 COL1A2 COL3A1 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 COL7A1 CTSC DSE DST FKBP14 ITGB4 KRT14 KRT5 LAMA3 LAMB3 LAMC2 LRP1 MMP1 PLEC PLOD1 SLC39A13 SMAD3 TNXB HP_ATROPHY_DEGENERATION_AFFECTING_THE_BRAINSTEM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ATROPHY_DEGENERATION_AFFECTING_THE_BRAINSTEM ATP1A3 ATP6V0A1 ATXN1 CACNA1G CERS1 COG5 COG8 DEGS1 DNAJC19 DNAJC3 DNM1L DNMT1 ECHS1 ELOVL5 FA2H FARS2 GET4 GFM2 GNAO1 KIF1A LMNB1 LYRM7 OPA1 PCLO PMPCB PNKP PRDX3 RARS2 RNASEH1 SLC35A2 SPTAN1 SYNE1 TBCD TBP TRAPPC6B TRRAP TWNK ZNHIT3 HP_ATROPHY_DEGENERATION_AFFECTING_THE_CENTRAL_NERVOUS_SYSTEM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ATROPHY_DEGENERATION_AFFECTING_THE_CENTRAL_NERVOUS_SYSTEM AARS1 AARS2 ABCA7 ABCD1 ABCD4 ABHD5 ACD ACER3 ACO2 ACTB ACTG1 ACTL6B ACY1 ADAM22 ADAR ADARB1 ADAT3 ADGRV1 ADH1C ADK ADNP ADPRS ADSL AFF3 AGA AGTPBP1 AIFM1 AIMP1 AIMP2 ALDH18A1 ALDH7A1 ALG1 ALG11 ALG13 ALG14 ALG3 ALG8 ALG9 ALS2 AMPD2 ANG ANXA11 AP1B1 AP1S2 AP3B2 AP3D1 AP4B1 AP4E1 AP4M1 AP4S1 APC2 APOE APP ARV1 ARX ASAH1 ASNS ASPA ATAD1 ATG7 ATL1 ATN1 ATP11A ATP13A2 ATP1A2 ATP1A3 ATP5F1A ATP5F1D ATP5F1E ATP5MK ATP5PO ATP6AP2 ATP6V0A1 ATP6V1A ATP8A2 ATPAF1 ATPAF2 ATRX ATXN1 ATXN2 ATXN3 ATXN7 ATXN8OS AUH B3GLCT B4GALNT1 BAZ1B BCAP31 BCAS3 BCL7B BCS1L BICD2 BICRA BMP4 BRAF BRAT1 BRD4 BSCL2 BTD BUB1 BUD23 C19orf12 C9orf72 CACNA1A CACNA1B CACNA1E CACNA1G CACNA1I CACNA2D1 CAD CAMTA1 CARS1 CARS2 CASK CASZ1 CCDC47 CCNF CCT5 CDC42 CDH23 CDK19 CDKL5 CELF2 CEP126 CERS1 CFAP410 CHAMP1 CHCHD10 CHMP2B CIB2 CISD2 CIZ1 CLCN4 CLIP2 CLN3 CLN5 CLN6 CLN8 CLP1 CLPB CLTC CNKSR2 CNPY3 CNTNAP1 COASY COG1 COG2 COG4 COG5 COG6 COG7 COG8 COL18A1 COLGALT1 COPB1 COQ2 COQ9 COX11 COX16 COX4I1 COX8A CPA6 CPLANE1 CPLX1 CPSF3 CPT1C CRLS1 CSF1R CTDP1 CTNS CTSD CTSF CWC27 CYB5A CYB5R3 CYFIP2 CYLD CYP27A1 CYP7B1 DALRD3 DAO DARS2 DCDC2 DCTN1 DDB2 DDX3X DEGS1 DGUOK DHCR7 DHDDS DHFR DHX30 DKC1 DLAT DMPK DMXL2 DNAJB4 DNAJC13 DNAJC19 DNAJC3 DNAJC30 DNAJC5 DNAJC6 DNM1 DNM1L DNMT1 DOCK6 DOCK7 DOHH DPAGT1 DPH5 DPM1 DPYD DSE DTYMK DYNC1I2 DYRK1A ECHS1 EEF1A2 EHMT1 EIF2AK2 EIF2B4 EIF4G1 EIF4H ELN ELOVL4 ELOVL5 EMC1 EMX2 EPG5 EPHA4 EPM2A EPRS1 ERBB4 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ESPN EXOC7 EXOC8 EXOSC1 EXOSC2 EXOSC3 EXOSC5 EXOSC8 EXOSC9 FA2H FADD FAR1 FARS2 FARSB FASTKD2 FBLN1 FBXL4 FBXO28 FDXR FGF12 FGF13 FGFR1 FGFR3 FH FIG4 FKBP6 FKRP FLI1 FMR1 FOLR1 FOXP2 FRMPD4 FRRS1L FTL FTO FUCA1 FUS FXN FZR1 GABBR2 GABRA1 GABRA2 GABRA5 GABRB2 GABRD GABRG2 GAD1 GALC GBA1 GBA2 GCDH GDAP2 GEMIN4 GET4 GFAP GFM1 GFM2 GIGYF2 GJC2 GLB1 GLE1 GLT8D1 GLUD2 GLUL GLYCTK GM2A GMPPB GNAO1 GNAQ GNB1 GNPTAB GOLGA2 GON7 GOT2 GPKOW GRIA2 GRIA3 GRIA4 GRID2 GRIN1 GRIN2A GRIN2D GRM7 GRN GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GUF1 GUSB H3-3A HACE1 HCN1 HDAC4 HDAC8 HECW2 HEPACAM HERC1 HEXB HIC1 HID1 HIVEP2 HNF1B HNRNPA1 HNRNPA2B1 HRAS HSD17B10 HSD17B4 HSPG2 HTRA1 HTRA2 HTT HUWE1 IARS2 IBA57 IDS IDUA IFIH1 IGHMBP2 IKBKG IRF2BPL ITPA JPH3 KANK1 KARS1 KCNA1 KCNA2 KCNAB2 KCNB1 KCNMA1 KCNQ2 KCNQ5 KCNT1 KCTD7 KDM6A KIDINS220 KIF1A KIF1C KIF26A KIF5A KIF7 KMT2D KPNA3 KRAS KY L2HGDH LAGE3 LARGE1 LHX1 LIAS LIMK1 LIPT2 LMNB1 LONP1 LRP12 LRRK2 LSM11 LUZP1 LYRM7 LYST MAF MAG MAGEL2 MAN2B1 MAP2K1 MAP2K2 MAPK8IP3 MAPT MARS2 MATR3 MBTPS2 MDH2 MECP2 MECR MED11 MED17 MED25 MED27 MEF2C METTL27 MFSD8 MGAT2 MINPP1 MLXIPL MMACHC MMADHC MMP23B MOCS1 MOCS2 MOGS MORC2 MPDU1 MPLKIP MRM2 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TT MT-TW MTHFR MTR MTRR MUC1 MVK MYO5A MYO7A MYORG MYT1L NAA10 NACC1 NADK2 NAE1 NAGA NALCN NANS NARS1 NARS2 NAXD NAXE NBN NCF1 NDE1 NDN NDP NDUFA11 NDUFA2 NDUFA8 NDUFA9 NDUFAF5 NDUFB8 NDUFS1 NDUFS2 NDUFV1 NDUFV2 NECAP1 NEFH NEFL NEK1 NEUROD2 NEXMIF NFIX NGLY1 NHLRC1 NHLRC2 NIPA1 NIPBL NKX6-2 NMNAT1 NODAL NOTCH3 NOVA2 NPC1 NR4A2 NRROS NSD1 NTNG2 NTRK2 NUP133 NUP214 NUP54 NUP62 NUS1 NUTM2B-AS1 OCA2 OCLN OFD1 OGDHL OPA1 OPHN1 OPTN OSGEP OSTM1 OTUD5 OTUD6B PACS2 PAFAH1B1 PANK2 PARN PARS2 PCCA PCCB PCDH15 PCDH19 PCDHGC4 PCK1 PCLO PCNA PCYT2 PDE10A PDE6D PDE8B PDHA1 PDHX PDPN PDYN PDZD7 PEX1 PEX16 PEX19 PEX7 PFN1 PGAP1 PGAP2 PHACTR1 PHGDH PI4KA PIGA PIGG PIGL PIGN PIGP PIGQ PIGS PIGT PIGU PIGV PITRM1 PLA2G6 PLAA PLCB1 PLK4 PLP1 PLPBP PMPCA PMPCB PNKP PNPLA6 PNPO PODXL POGZ POLA1 POLG POLG2 POLR3A POLR3B POLR3K POMT1 POMT2 PON1 PON2 PON3 POU4F1 PPARGC1A PPFIBP1 PPP2R2B PPP3CA PPT1 PQBP1 PRDM16 PRDX1 PRDX3 PRKAR1B PRKCZ PRKDC PRKN PRNP PRPH PRUNE1 PSAP PSEN1 PSEN2 PSPH PTCD3 PTDSS1 PUF60 PURA PUS3 PUS7 PYCR2 QARS1 RAB18 RAB23 RAB3GAP1 RAB3GAP2 RAD21 RALGAPA1 RARS1 RARS2 RBL2 RBM28 REPS1 RERE RFC2 RFT1 RHOBTB2 RMND1 RNASEH1 RNASEH2A RNASEH2B RNASEH2C RNF113A RNF125 RNF216 RNU12 RNU4ATAC RNU7-1 ROGDI RPS6KA3 RTEL1 RTN2 RTTN RUSC2 SACS SAMHD1 SATB1 SBF1 SC5D SCN1A SCN1B SCN2A SCN3A SCN8A SCN9A SCO1 SCO2 SCYL2 SEPSECS SERAC1 SERPINI1 SETBP1 SETD2 SETX SHH SHPK SHQ1 SIGMAR1 SIK1 SIX3 SKI SLC12A5 SLC13A5 SLC16A2 SLC17A5 SLC1A2 SLC1A4 SLC25A15 SLC25A22 SLC25A46 SLC2A1 SLC2A3 SLC31A1 SLC32A1 SLC33A1 SLC35A2 SLC35B2 SLC35C1 SLC38A3 SLC39A14 SLC39A4 SLC39A8 SLC5A6 SLC9A6 SLITRK2 SMARCC2 SMC1A SMC3 SMG8 SMG9 SMN1 SMN2 SNCA SNCAIP SNORD118 SNRPN SNX14 SOD1 SON SORL1 SOX10 SPAST SPATA5 SPEN SPG11 SPG21 SPG7 SPTAN1 SPTBN1 SPTLC1 SQSTM1 ST3GAL5 STAG1 STAMBP STUB1 STX1A STX1B STXBP1 SUCLA2 SUCLG1 SUMF1 SUOX SYNE1 SYNGAP1 SYNJ1 SYT2 SZT2 TAF15 TAF2 TANGO2 TARDBP TARS1 TARS2 TBC1D20 TBC1D24 TBCD TBCK TBK1 TBL1XR1 TBL2 TBP TCTN3 TDP1 TECPR2 TERT TFG TGFB1 TIA1 TIAM1 TIMM50 TIMM8A TINF2 TK2 TMCO1 TMEM106B TMEM147 TMEM270 TMEM67 TMEM70 TMX2 TOE1 TOMM40 TP53RK TPI1 TPK1 TPP1 TPRKB TRAF7 TRAK1 TRAPPC11 TRAPPC12 TRAPPC2L TRAPPC4 TRAPPC6B TRAPPC9 TREM2 TREX1 TRIM8 TRIT1 TRMT5 TRNT1 TRPM7 TRRAP TSEN15 TSEN2 TSEN54 TTC19 TTC26 TTC5 TUBA4A TUBGCP4 TUBGCP6 TWNK TXN2 TYROBP UBA1 UBA5 UBAP1 UBE3A UBE4B UBQLN2 UBTF UCHL1 UFM1 UGP2 UNC13A UNC80 UQCRC1 USH1C USH1G USH2A USP9X VAC14 VAPB VARS1 VCP VPS11 VPS13A VPS13C VPS16 VPS33A VPS35 VPS37D VPS41 VPS4A VPS53 VRK1 WARS2 WASHC5 WDR45 WDR73 WDR81 WFS1 WHRN WIPI2 WWOX XPA XPC YIF1B YME1L1 YRDC YWHAE YWHAG ZBTB20 ZC4H2 ZMIZ1 ZNF335 ZNF592 ZNF668 ZNHIT3 ZSWIM6 HP_ATROPHY_DEGENERATION_AFFECTING_THE_CEREBRUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ATROPHY_DEGENERATION_AFFECTING_THE_CEREBRUM AARS1 ABCA7 ABCD4 ACD ACER3 ACO2 ACTB ACTG1 ACTL6B ACY1 ADAM22 ADAR ADARB1 ADGRV1 ADK ADNP ADPRS ADSL AGA AGTPBP1 AIFM1 AIMP1 AIMP2 ALDH18A1 ALG1 ALG11 ALG13 ALG14 ALG3 ALG8 ALG9 ALS2 AMPD2 AP1B1 AP1S2 AP3B2 AP3D1 AP4B1 AP4E1 AP4M1 AP4S1 APC2 APOE APP ARV1 ARX ASNS ATAD1 ATG7 ATN1 ATP11A ATP13A2 ATP1A2 ATP1A3 ATP5F1A ATP5F1D ATP5F1E ATP5MK ATP6AP2 ATP6V1A ATP8A2 ATPAF1 ATPAF2 ATRX ATXN2 ATXN7 AUH B3GLCT B4GALNT1 BAZ1B BCAP31 BCAS3 BCL7B BCS1L BICD2 BICRA BMP4 BRAF BRD4 BSCL2 BTD BUB1 BUD23 C9orf72 CACNA1A CACNA1B CACNA1E CACNA2D1 CAMTA1 CARS1 CARS2 CASK CASZ1 CCDC47 CDC42 CDH23 CDK19 CDKL5 CELF2 CHCHD10 CHMP2B CIB2 CISD2 CIZ1 CLCN4 CLIP2 CLN3 CLN5 CLN6 CLN8 CLP1 CLPB CLTC CNKSR2 CNTNAP1 COASY COG1 COG2 COG4 COG5 COG6 COG7 COL18A1 COLGALT1 COQ2 COQ9 COX4I1 CPA6 CPLX1 CPSF3 CRLS1 CSF1R CTDP1 CTNS CTSD CTSF CWC27 CYB5A CYB5R3 CYFIP2 CYP27A1 DALRD3 DARS2 DCDC2 DDB2 DDX3X DGUOK DHCR7 DHDDS DHFR DHX30 DKC1 DMPK DMXL2 DNAJC13 DNAJC3 DNAJC30 DNM1 DNM1L DNMT1 DOCK6 DOCK7 DPAGT1 DPM1 DPYD DSE DTYMK DYNC1I2 DYRK1A EEF1A2 EHMT1 EIF2AK2 EIF2B4 EIF4G1 EIF4H ELN ELOVL4 EMC1 EMX2 EPG5 EPRS1 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ESPN EXOC7 EXOSC1 EXOSC2 EXOSC3 EXOSC5 EXOSC8 EXOSC9 FA2H FADD FAR1 FARS2 FARSB FASTKD2 FBLN1 FBXL4 FBXO28 FDXR FGF12 FGF13 FGFR1 FH FKBP6 FKRP FLI1 FMR1 FOXP2 FRMPD4 FRRS1L FTL FUCA1 FZR1 GABBR2 GABRA2 GABRA5 GABRB2 GABRD GABRG2 GAD1 GALC GBA1 GBA2 GCDH GDAP2 GET4 GFM2 GIGYF2 GJC2 GLB1 GLE1 GLYCTK GM2A GMPPB GNAO1 GNAQ GNPTAB GOLGA2 GON7 GOT2 GPKOW GRIA2 GRIA3 GRIA4 GRIN1 GRIN2A GRIN2D GRM7 GRN GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GUF1 H3-3A HACE1 HCN1 HDAC4 HDAC8 HECW2 HEPACAM HERC1 HEXB HIC1 HIVEP2 HNF1B HRAS HSD17B10 HSD17B4 HSPG2 HTRA1 HTRA2 HTT HUWE1 IARS2 IBA57 IFIH1 IKBKG IRF2BPL ITPA JPH3 KANK1 KARS1 KCNA1 KCNA2 KCNAB2 KCNB1 KCNMA1 KCNQ2 KCNT1 KCTD7 KDM6A KIDINS220 KIF1A KIF1C KIF26A KIF7 KMT2D KRAS KY L2HGDH LAGE3 LARGE1 LHX1 LIAS LIMK1 LIPT2 LMNB1 LONP1 LRRK2 LSM11 LUZP1 LYRM7 MAF MAG MAGEL2 MAN2B1 MAP2K1 MAP2K2 MAPK8IP3 MAPT MARS2 MBTPS2 MDH2 MECP2 MECR MED11 MED17 MED25 MED27 MEF2C METTL27 MFSD8 MINPP1 MLXIPL MMACHC MMADHC MMP23B MOCS1 MOCS2 MOGS MORC2 MPDU1 MPLKIP MRM2 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW MTR MTRR MUC1 MVK MYO5A MYO7A MYT1L NAA10 NACC1 NADK2 NAGA NALCN NANS NAXD NCF1 NDE1 NDN NDP NDUFA2 NDUFA8 NDUFA9 NDUFAF5 NDUFB8 NECAP1 NEK1 NEUROD2 NEXMIF NFIX NGLY1 NIPBL NKX6-2 NMNAT1 NODAL NOVA2 NRROS NSD1 NTRK2 NUP133 NUP214 NUP54 NUP62 NUS1 NUTM2B-AS1 OCA2 OCLN OFD1 OGDHL OPA1 OPHN1 OSGEP OSTM1 OTUD6B PACS2 PAFAH1B1 PANK2 PARN PARS2 PCCA PCCB PCDH15 PCDHGC4 PCK1 PCLO PCYT2 PDE6D PDHA1 PDHX PDPN PDZD7 PEX1 PEX16 PEX19 PEX7 PGAP1 PHACTR1 PIGA PIGG PIGL PIGN PIGP PIGQ PIGS PIGT PIGU PIGV PITRM1 PLA2G6 PLAA PLCB1 PLK4 PMPCA PNKP POGZ POLA1 POLG POLG2 POLR3A POLR3B POLR3K POMT1 POMT2 POU4F1 PPFIBP1 PPP2R2B PPP3CA PPT1 PQBP1 PRDM16 PRDX1 PRKAR1B PRKCZ PRKN PRNP PRUNE1 PSAP PSEN1 PSEN2 PSPH PTCD3 PTDSS1 PUF60 PUS3 PYCR2 QARS1 RAB18 RAB23 RAB3GAP1 RAB3GAP2 RAD21 RALGAPA1 RARS1 RARS2 RBL2 REPS1 RERE RFC2 RFT1 RHOBTB2 RMND1 RNASEH1 RNASEH2A RNASEH2B RNF113A RNF125 RNF216 RNU12 RNU4ATAC RNU7-1 ROGDI RPS6KA3 RTEL1 RTTN SACS SC5D SCN1A SCN1B SCN2A SCN3A SCN8A SCN9A SCO2 SCYL2 SEPSECS SERPINI1 SETBP1 SETD2 SHH SHPK SHQ1 SIK1 SIX3 SKI SLC12A5 SLC13A5 SLC17A5 SLC1A2 SLC1A4 SLC25A15 SLC25A22 SLC25A46 SLC2A1 SLC2A3 SLC31A1 SLC32A1 SLC33A1 SLC35A2 SLC35B2 SLC35C1 SLC38A3 SLC39A14 SLC39A4 SLC39A8 SLC5A6 SLC9A6 SLITRK2 SMARCC2 SMC1A SMC3 SMG9 SNCA SNORD118 SNRPN SNX14 SORL1 SOX10 SPATA5 SPEN SPG11 SPG21 SPG7 SPTAN1 SQSTM1 STAG1 STAMBP STUB1 STX1A STX1B STXBP1 SUCLA2 SUCLG1 SUMF1 SUOX SYNGAP1 SYNJ1 SYT2 SZT2 TAF2 TANGO2 TARS1 TARS2 TBC1D20 TBC1D24 TBCD TBCK TBK1 TBL2 TBP TCTN3 TDP1 TECPR2 TERT TGFB1 TIAM1 TIMM50 TIMM8A TINF2 TK2 TMCO1 TMEM106B TMEM147 TMEM270 TMEM67 TMEM70 TMX2 TOE1 TOMM40 TP53RK TPI1 TPP1 TRAF7 TRAK1 TRAPPC11 TRAPPC12 TRAPPC2L TRAPPC6B TRAPPC9 TREM2 TREX1 TRIM8 TRIT1 TRNT1 TRPM7 TRRAP TSEN15 TSEN2 TSEN54 TTC19 TTC26 TTC5 TUBGCP4 TUBGCP6 TWNK TYROBP UBA5 UBE3A UBE4B UBTF UCHL1 UFM1 UGP2 UNC80 UQCRC1 USH1C USH1G USH2A VARS1 VCP VPS13A VPS13C VPS16 VPS35 VPS37D VPS41 VPS4A VPS53 VRK1 WARS2 WDR45 WDR73 WFS1 WHRN WIPI2 WWOX XPA XPC YIF1B YRDC YWHAE YWHAG ZC4H2 ZMIZ1 ZNF335 ZNHIT3 ZSWIM6 HP_ATROPHY_DEGENERATION_INVOLVING_THE_CAUDATE_NUCLEUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ATROPHY_DEGENERATION_INVOLVING_THE_CAUDATE_NUCLEUS ADAR ASNS BSCL2 FOXP2 FTL HTT JPH3 MT-ATP6 NDUFAF5 NEK1 NUP54 NUP62 OPHN1 SLC2A3 TIMM8A TREM2 TYROBP VPS13A HP_ATROPHY_DEGENERATION_INVOLVING_THE_CORTICOSPINAL_TRACTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ATROPHY_DEGENERATION_INVOLVING_THE_CORTICOSPINAL_TRACTS ABCD1 ATL1 BAZ1B BCL7B BUD23 CHCHD10 CLIP2 CPT1C DCTN1 DNAJC30 EIF4H ELN FKBP6 FUS GTF2I GTF2IRD1 GTF2IRD2 KPNA3 LIMK1 METTL27 MLXIPL MT-ATP6 NCF1 NEFH NIPA1 PLP1 PRPH RFC2 RTN2 SLC33A1 SOD1 SPAST SPG11 SPG7 SQSTM1 STX1A TARDBP TBK1 TBL2 TMEM270 UBAP1 VCP VPS37D WASHC5 HP_ATROPHY_DEGENERATION_INVOLVING_THE_SPINAL_CORD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ATROPHY_DEGENERATION_INVOLVING_THE_SPINAL_CORD ABCD1 ALDH18A1 CCT5 CYP7B1 DNAJC3 FA2H FXN GFAP LMNB1 LYST MMACHC MORC2 MTHFR NEFL PI4KA PNPLA6 POLG SETX SPG11 SPG7 TWNK HP_ATROPHY_OF_ALVEOLAR_RIDGES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ATROPHY_OF_ALVEOLAR_RIDGES C1R C1S CTSC ELANE LYST HP_ATTACHED_EARLOBE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ATTACHED_EARLOBE CDH11 HIVEP2 HS2ST1 NSD2 RDH11 RECQL SMG9 HP_ATTENTION_DEFICIT_HYPERACTIVITY_DISORDER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ATTENTION_DEFICIT_HYPERACTIVITY_DISORDER AARS1 ABCD1 ACTL6B ADGRL1 ADH5 ADNP AGO1 AGO2 ALKBH8 ANAPC1 ANKRD11 ANKRD17 AP2M1 AP3B2 APC2 ARID2 ARPC4 ARV1 ARVCF ASPM ATP1A2 ATP1A3 ATP6V0A1 ATP6V1A ATP9A AUTS2 BAP1 BAZ1B BCL7B BCORL1 BCR BMPR1A BRD4 BUD23 C12orf4 CABP4 CACNA1A CACNA1B CACNA1C CACNA1H CACNA2D1 CAMTA1 CARS1 CDC42BPB CDH11 CDH2 CDK19 CDK8 CDKN1C CDON CELF2 CHD2 CHD3 CHD5 CHD7 CHD8 CHRNA2 CHRNA4 CHRNA7 CHRNB2 CIC CLIP2 CLTC CNKSR2 CNTNAP2 COMT CORO1A CRBN CRH CRKL CSGALNACT1 CSNK2A1 CYFIP2 CYP27A1 DALRD3 DCDC2 DDB1 DEAF1 DEPDC5 DHCR7 DHDDS DHTKD1 DISP1 DLG3 DLL1 DNAJC12 DNAJC30 DNM1 DPH1 DPH2 DRD4 DRD5 DYNC1I2 DYRK1A EEF1A2 EIF2AK1 EIF4H ELN EPCAM FAN1 FANCD2 FANCL FBXO28 FGD1 FGF12 FGF13 FGF8 FGFR1 FGFR3 FKBP6 FLG FLI1 FLII FMR1 FOXG1 FOXH1 FOXP1 FZR1 GABBR2 GABRA1 GABRA2 GABRA5 GABRB2 GABRB3 GABRG2 GALC GALT GAS1 GATA4 GLI2 GLUD1 GNAQ GNB1 GNB5 GNE GP1BB GRIA1 GRIK2 GRIN2A GRIN2D GTF2I GTF2IRD1 GTF2IRD2 H4C5 HCN1 HDAC4 HDAC8 HDC HEPACAM HERC2 HIRA HMGA2 HNRNPH2 HNRNPK HNRNPR HOXA2 HSPG2 IFNG IGF1 IGF2 IKBKG IQSEC1 IQSEC2 JARID2 JMJD1C JRK KANSL1 KAT5 KAT8 KCNA2 KCNA4 KCNB1 KCNN2 KCNT1 KDM3B KDM4B KIF11 KIF14 KMT2B KMT5B KPNA3 KRAS LGI3 LHCGR LIG4 LIMK1 LMAN2L MADD MAGEL2 MAP1B MAPK1 MCTP2 MED12 MED12L MED13 METTL27 METTL5 MKRN3 MLH1 MLH3 MLXIPL MSH2 MSH6 NAA15 NBEA NBN NCF1 NDP NECAP1 NEXMIF NF1 NFIA NFIB NIPA1 NIPA2 NIPBL NKAP NLGN1 NODAL NOP56 NPAP1 NR2F1 NSD1 NSUN2 NTRK2 NUS1 OCRL ODC1 OPHN1 PACS2 PAH PANK2 PARS2 PCDH19 PCGF2 PCNT PDGFRB PDZD8 PHF21A PHIP PIDD1 PIEZO2 PIK3CA PLAG1 PLCH1 PMS1 PMS2 POLA1 PPM1D PPP1R12A PPP1R21 PPP2CA PPP3CA PRKAR1B PRKCG PRKD1 PRNP PRR12 PSMB1 PTCH1 PTCHD1 PTEN PUS7 PWAR1 PWRN1 RAD21 RAI1 RERE RFC2 RFX7 RIC1 RPS20 RREB1 RSRC1 SATB2 SCAPER SCN1A SCN3A SCN8A SEC24C SEMA3E SEMA4A SETBP1 SETD2 SETD5 SH2B1 SH3KBP1 SHH SHMT2 SHOC2 SIM1 SIN3A SIX3 SLC13A5 SLC1A2 SLC25A36 SLC2A1 SLC38A3 SLC6A1 SLC6A19 SLC6A8 SLC7A6OS SLC9A7 SLF2 SLITRK1 SMARCA2 SMC1A SMC3 SMC5 SMPD1 SNORD115-1 SNORD116-1 SNRPN SOX5 SOX6 SPEN SPG7 SPRED1 SPTBN1 SRCAP SRPX2 STAG2 STEEP1 STIL STS STX1A SUPT16H SYNGAP1 SYNJ1 SZT2 TAF1 TANC2 TAOK1 TBC1D23 TBL1X TBL2 TBX1 TBX2 TDGF1 TET3 TGFBR2 TGIF1 THRB TIAM1 TIMM8A TKT TLK2 TMCO1 TMEM270 TMEM67 TNIK TNPO2 TNRC6B TPH2 TRAK1 TRAPPC14 TRIO TSC1 TSC2 TSHB TUBA1A TUBB2B TUBB3 TUBG1 UBA5 UBE3A UBE4A UFD1 UPF3B USP7 VPS37D WAC WBP11 WWOX YME1L1 YWHAG YY1 ZBTB20 ZDHHC9 ZIC2 ZMIZ1 ZMYM2 ZNF292 HP_ATTENUATION_OF_RETINAL_BLOOD_VESSELS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ATTENUATION_OF_RETINAL_BLOOD_VESSELS ABCA4 AGBL5 AIPL1 ARL3 ARL6 ARV1 ATF6 BBS1 BBS9 BEST1 CCDC28B CDHR1 CERKL CFAP410 CFAP418 CHM CLCC1 CLRN1 CNGA1 CNGA3 CNGB3 CNNM4 COL18A1 CRB1 DHX38 ERCC4 EYS FGF12 FLVCR1 FSCN2 GGCX GNAT2 GUCY2D HARS1 HK1 HLA-A IDH3A IDH3B IFT140 IFT172 IFT43 IMPDH1 IMPG2 KIAA1549 LCA5 LRAT MAK MKS1 MVK NMNAT1 NRL NUS1 OFD1 PCARE PDE6A PDE6B PDE6C PDE6G PDE6H PRCD PROM1 PRPF4 PRPF6 PRPF8 PRPH2 RAX2 RDH11 RDH12 RDH5 REEP6 RGR RHO RLBP1 ROM1 RP1 RP1L1 RPE65 RPGR RPGRIP1 RTTN SCAPER SEMA4A SLC24A1 SLC6A6 SNRNP200 SPATA7 SSBP1 TLCD3B TOPORS TTC8 TUB TULP1 UNC119 USH2A USP45 WDR19 ZNF408 ZNF513 HP_ATYPICAL_ABSENCE_SEIZURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ATYPICAL_ABSENCE_SEIZURE AP2M1 CACNA1A CACNB4 CEP85L CHD2 CLPB CUX2 DNM1 EPM2A FRRS1L GABRA1 GABRB3 GABRG2 GRIN2A HNRNPU KCNB1 KCNMA1 KCNT2 MAPK10 NHLRC1 PAFAH1B1 PCDH19 PPP3CA SCN1A SCN1B SCN2A SCN9A SRPX2 SZT2 TRIM8 UBE3A ZEB2 HP_ATYPICAL_NEVI_IN_NON_SUN_EXPOSED_AREAS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ATYPICAL_NEVI_IN_NON_SUN_EXPOSED_AREAS BRAF CDK4 PDE11A PRKAR1A STK11 HP_AUDITORY_HALLUCINATIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_AUDITORY_HALLUCINATIONS CACNA1A CDH2 CEP85L CLN6 CSF1R DEPDC5 DNAJC5 FIG4 LGI1 MMACHC NPRL2 NPRL3 PDGFRB RELN SON TTR HP_AUDITORY_HYPERSENSITIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_AUDITORY_HYPERSENSITIVITY BAZ1B BCL7B BUD23 CLIP2 CREBBP DEAF1 DNAJC30 EDNRA EIF4H ELN EP300 ESR1 FKBP6 FLII GM2A GTF2I GTF2IRD1 GTF2IRD2 HEXB IQSEC2 LIMK1 METTL27 MLXIPL NCF1 PPM1D RAI1 RFC2 SCN1A SLC1A3 STX1A TBL2 TMEM270 TNF TRIO VPS37D HP_AUTISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_AUTISM AARS1 ACTL6B ADNP ADSL AHDC1 AKT1 ALAD ALDH5A1 ALG13 ALG14 ANKRD11 AP3B2 ARCN1 ARNT2 ARV1 ARVCF ASXL3 ATP1A2 ATP1A3 ATP6V1A ATRX BAZ1B BCKDK BCL7B BRD4 BUD23 CACNA1A CACNA1B CACNA1C CACNA2D1 CASZ1 CDK13 CDK19 CELF2 CHD1 CHD7 CHD8 CHRNA7 CLIP2 CLTC CNKSR2 CNTNAP2 COMT CREBBP CYFIP2 CYP27A1 DALRD3 DEAF1 DHCR7 DHDDS DICER1 DNAJC30 DNM1 DOCK7 DPAGT1 DPYD DYRK1A EEF1A2 EHMT1 EIF4H ELN EP300 EXT2 FBXO28 FGF12 FGF13 FGFR1 FKBP6 FLCN FLG FMR1 FOXG1 FTCD FTSJ1 FZR1 GABBR2 GABRA2 GABRA5 GABRB2 GABRD GABRG2 GAMT GATM GJA5 GJA8 GLRA2 GNB1 GP1BB GRIA3 GRIN2D GTF2I GTF2IRD1 GTF2IRD2 H4C5 HCN1 HDAC4 HDAC8 HECTD4 HERC2 HESX1 HIRA HNF1B HSPG2 IFNG IL1RAPL1 IQSEC2 JMJD1C KCNA2 KCNAB2 KCNB1 KDM5C KLLN KMT2A LHX1 LIMK1 LUZP1 MAGEL2 MAN1B1 MAOA MECP2 MED12 MED13L MEIS2 METTL27 MKRN3 MLXIPL MMP23B NAA20 NAGA NCF1 NDN NDP NECAP1 NFIB NHS NIPA1 NIPA2 NIPBL NLGN3 NONO NPAP1 NR2F1 NTRK2 NUS1 OCA2 OTX2 PACS2 PAH PAK2 PARS2 PDE4D PDPN PIGL PIK3CA PLXND1 PPP3CA PRDM16 PRKCZ PROKR2 PTCHD1 PTEN PWAR1 PWRN1 RAD21 RAI1 RERE REV3L RFC2 RPL10 RREB1 SATB1 SATB2 SCN2A SCN3A SCN8A SDHB SDHC SDHD SEC23B SEC24C SEMA3E SETD2 SH2B1 SHANK3 SIN3A SKI SLC13A5 SLC1A2 SLC35C1 SLC38A3 SLC9A6 SMAD4 SMC1A SMC3 SNORD115-1 SNORD116-1 SNRPN SOX2 SOX3 SPEN SPTBN1 STS STX1A SUPT16H SYNGAP1 SYNJ1 SZT2 TAOK1 TBCK TBL2 TBR1 TBX1 TCF12 TMEM270 TMLHE TRAK1 TSC1 TSC2 TUBG1 UBA5 UBE3A UBE4B UFD1 USF3 VPS37D WFS1 WWOX YWHAG YY1 ZBTB20 HP_AUTISTIC_BEHAVIOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_AUTISTIC_BEHAVIOR AARS1 ACOX1 ACSL4 ACTL6B ADGRL1 ADGRV1 ADH5 ADNP ADSL AFF2 AFF3 AGO1 AGO2 AHDC1 AKT1 ALAD ALDH18A1 ALDH4A1 ALDH5A1 ALG11 ALG13 ALG14 ALMS1 ANK3 ANKRD11 ANKRD17 AP1G1 AP1S2 AP2M1 AP3B2 APC2 ARCN1 ARID1A ARID1B ARID2 ARNT2 ARV1 ARVCF ARX ASH1L ASXL3 ATG7 ATP1A1 ATP1A2 ATP1A3 ATP2B1 ATP6V0A1 ATP6V1A ATP6V1B2 ATP9A ATRX AUTS2 BAP1 BAZ1B BCKDK BCL11A BCL11B BCL7B BCOR BCORL1 BICRA BRD4 BUD23 C12orf4 CACNA1A CACNA1B CACNA1C CACNA2D1 CAMK2B CAMTA1 CAPN15 CARS2 CASK CASZ1 CC2D2A CCNK CDC42BPB CDH11 CDH15 CDH2 CDK13 CDK19 CDK8 CDKL5 CELF2 CEP290 CEP85L CHD1 CHD2 CHD3 CHD5 CHD7 CHD8 CHKA CHMP1A CHMP2B CHRNA7 CIC CLCN3 CLCN4 CLIP2 CLN5 CLN8 CLTC CNKSR2 CNOT3 CNTNAP2 COG5 COMT CREBBP CTCF CTNNA2 CTNNB1 CUL3 CUX2 CYFIP2 CYP27A1 DALRD3 DCX DDX3X DEAF1 DEPDC5 DHCR7 DHDDS DHX30 DICER1 DLG4 DLK1 DLL1 DMPK DMXL2 DNAJC21 DNAJC30 DNAJC6 DNM1 DOCK7 DOLK DPAGT1 DPF2 DPP9 DPYD DPYSL5 DYRK1A EEF1A2 EFL1 EHMT1 EIF4H EIF5A ELN EP300 EXT2 EXTL3 FBLN5 FBXO28 FBXW11 FGF12 FGF13 FGFR1 FKBP6 FLCN FLG FMR1 FOXG1 FOXP1 FOXP2 FRA10AC1 FRMPD4 FRRS1L FTCD FTSJ1 FZR1 GABBR2 GABRA1 GABRA2 GABRA5 GABRB2 GABRB3 GABRD GABRG2 GALNT2 GALT GAMT GATAD2B GATM GFM2 GJA5 GJA8 GLRA2 GLYCTK GNAI1 GNAO1 GNAQ GNB1 GNB2 GP1BB GRIA1 GRIA2 GRIA3 GRIK2 GRIN1 GRIN2A GRIN2D GRM7 GRN GTF2I GTF2IRD1 GTF2IRD2 H3-3A H4C11 H4C5 HCN1 HDAC4 HDAC8 HECTD4 HECW2 HEPACAM HERC1 HERC2 HESX1 HEXB HIRA HIVEP2 HNF1B HNRNPH2 HSPG2 HTRA2 IARS1 IFNG IFT140 IL1RAPL1 INTS1 IQSEC2 JAG2 JAM2 JARID2 JMJD1C KANSL1 KAT6A KAT8 KCNA1 KCNA2 KCNAB2 KCNB1 KCNC2 KCNN2 KDM3B KDM4B KDM5C KDM6B KLLN KMT2A KMT2B KMT2C KMT5B KPTN LHX1 LIMK1 LINGO1 LRRK2 LSS LUZP1 MADD MAGEL2 MAN1B1 MAN2C1 MAOA MAP1B MAPK10 MAPK8IP3 MAPT MBD5 MBOAT7 MCTP2 MECP2 MED12 MED12L MED13 MED13L MEF2C MEG3 MEIS2 METTL27 METTL5 MFSD2A MID1 MKRN3 MLXIPL MMP23B MSTO1 MTOR MTSS2 MYT1L NAA10 NAA15 NAA20 NAGA NBEA NCAPD2 NCF1 NDN NDP NECAP1 NEUROD2 NEXMIF NF1 NFIB NFIX NHS NIPA1 NIPA2 NIPBL NLGN1 NLGN3 NLGN4X NONO NOVA2 NPAP1 NPRL2 NPRL3 NR2F1 NSD1 NSD2 NTNG1 NTNG2 NTRK2 NUS1 OCA2 OPHN1 OTUD5 OTUD6B OTX2 PACS1 PACS2 PAH PAK2 PARK7 PARS2 PCDH19 PCGF2 PDE4D PDPN PDZD8 PGAP2 PGAP3 PHACTR1 PHF21A PIGG PIGL PIGO PIGP PIGQ PIGS PIGV PIGW PIGY PIK3CA PINK1 PLA2G6 PLXNA1 PLXND1 PNKP PODXL POGZ POLA1 POLR2A POMT1 POU3F3 POU4F1 PPM1D PPP2CA PPP2R5D PPP3CA PRDM16 PRKAR1B PRKCZ PRKN PRODH PROKR2 PRORP PRR12 PSEN1 PSMC3 PSMD12 PTCHD1 PTEN PUF60 PUS3 PWAR1 PWRN1 QRICH1 RAB39B RAC1 RAD21 RAI1 RALA RERE REV3L RFC2 RFX7 RIMS2 RLIM RNF135 RORA RPGRIP1L RPL10 RPS23 RREB1 RSPRY1 RSRC1 RTL1 SATB1 SATB2 SBDS SBF2 SCN1A SCN1B SCN2A SCN3A SCN8A SCN9A SDHB SDHC SDHD SEC23B SEC24C SEMA3E SETBP1 SETD1A SETD1B SETD2 SETD5 SH2B1 SHANK3 SIK1 SIM1 SIN3A SIN3B SKI SLC12A2 SLC13A5 SLC1A2 SLC25A22 SLC2A1 SLC32A1 SLC35A3 SLC35C1 SLC38A3 SLC6A1 SLC6A8 SLC9A6 SLF2 SLITRK2 SMAD4 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SNCA SNORD115-1 SNORD116-1 SNRPN SNX14 SON SOX11 SOX2 SOX3 SOX4 SOX6 SPATA5 SPECC1L SPEN SPTBN1 SQSTM1 SRCAP SRP54 SRY STAG1 STAG2 STEEP1 STS STX1A STX1B STXBP1 SUPT16H SVBP SYN1 SYNGAP1 SYNJ1 SYT1 SZT2 TAF1 TANC2 TAOK1 TBC1D23 TBC1D24 TBC1D2B TBCK TBL1XR1 TBL2 TBR1 TBX1 TBX2 TCEAL1 TCF12 TCF20 TCF4 TET3 TFE3 THOC2 TIAM1 TLK2 TM4SF20 TMEM106B TMEM138 TMEM216 TMEM222 TMEM231 TMEM237 TMEM270 TMLHE TMTC3 TNPO2 TNRC6B TOE1 TOGARAM1 TRAK1 TREM2 TRIM8 TRIO TRIP12 TRPM3 TRRAP TSC1 TSC2 TTC19 TTC5 TUBB3 TUBG1 UBA2 UBA5 UBE3A UBE3C UBE4A UBE4B UBTF UCHL1 UFD1 UPF3B USF3 USP7 USP9X VAMP2 VCP VPS13C VPS37D WAC WARS1 WARS2 WDR26 WFS1 WWOX YWHAG YY1 ZBTB20 ZBTB7A ZFPM2 ZIC1 ZMIZ1 ZMYM2 ZMYND11 ZNF292 ZNF423 ZNF462 ZNF711 ZNFX1 ZSWIM6 HP_AUTOAMPUTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_AUTOAMPUTATION ATL1 GJB2 KIF1A KRT1 MPV17 NTRK1 RAB7A RETREG1 SCN9A SLURP1 SPTLC1 SPTLC2 TGM1 TREX1 TRPV3 VPS33B WNK1 HP_AUTOAMPUTATION_OF_DIGITS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_AUTOAMPUTATION_OF_DIGITS ATL1 GJB2 KIF1A KRT1 MPV17 NTRK1 RETREG1 SCN9A SPTLC2 TGM1 TREX1 TRPV3 VPS33B WNK1 HP_AUTOIMMUNE_ANTIBODY_POSITIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_AUTOIMMUNE_ANTIBODY_POSITIVITY ABCC8 ACP5 ADA ADA2 AGRN ALG14 ANKRD55 APPL1 ARPC1B BACH2 BANK1 BLK C1QB C1QC C4A C4B CALR CARD10 CASP10 CCN6 CD244 CD247 CEL CHAT CHRNA1 CHRNB1 CHRND CHRNE CIITA CLPB COL13A1 COL4A5 COL4A6 COLQ COPA CR2 CRYAB CSF2RA CSF2RB CTLA4 CTNNB1 CYBC1 DEF6 DNAJC3 DNASE1 DNASE1L3 DOK7 DUT EIF2AK4 ELANE ETS1 FADD FAS FASLG FCGR2A FCGR2B FCGR3B FOXP3 GCK GFI1 GLIS3 GNAS GRIN2A HLA-B HLA-DRB1 HNF1A HNF4A HYMAI IFNG IFNGR1 IGHG1 IL10 IL12A IL12RB1 IL2RA IL2RB INS IRAK1 IRF5 ITCH ITGAM JAK2 JAZF1 KCNJ11 KIAA0319L KLF11 LACC1 LBR MECP2 MMEL1 MMP2 MPL MS4A1 MYO9A NARS2 NEUROD1 NFKB2 NFKBIL1 NLRP1 PAX4 PDCD1 PDX1 PGM3 PLAGL1 PLCG2 PLEC POMP POU2AF1 PREPL PRF1 PRKCD PTPN2 PTPN22 PXK RAPSN RASGRP1 RHAG RHCE RHD RIPK1 SAT1 SBDS SCN4A SLC18A3 SLC22A4 SLC25A1 SLC5A7 SLC7A7 SNAP25 SOCS1 SPIB SPP1 SRP19 SRP54 STAT1 STAT3 STAT4 STING1 STX16 SYT2 TCIRG1 TERC TERT TET2 THRB TLR7 TLR8 TNFAIP3 TNFSF15 TNFSF4 TNIP1 TNPO3 TOM1 TREX1 TRHR TRMT10A TSHB TSHR UBA1 UBE2L3 VAMP1 ZFP57 HP_AUTOIMMUNE_HEMOLYTIC_ANEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_AUTOIMMUNE_HEMOLYTIC_ANEMIA ACP5 ADA CASP10 CD247 CD3G CIITA CTLA4 DEF6 FAS FASLG FOXP3 IL2RA IL2RB ITK LCP2 LRBA NBN NFKB1 NLRP1 PI4KA PIK3CG PNP PRKCD PSMG2 RAG1 RAG2 RASGRP1 RFX5 RFXANK RFXAP STAT1 STAT3 STIM1 STK4 TLR8 TOM1 TPP2 TRAC TTC7A WAS ZAP70 HP_AUTOIMMUNE_THROMBOCYTOPENIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_AUTOIMMUNE_THROMBOCYTOPENIA ACP5 ADA ARHGEF1 CASP10 CD19 CD81 CIITA CR2 CTLA4 CTNNBL1 FAS FASLG FOXP3 GALC ICOS IL7R IRF2BP2 ITK KDM6A KMT2D KRAS LAT LRBA MAGT1 MS4A1 NFKB1 NFKB2 NRAS PNP PRKCD RASGRP1 RFX5 RFXANK RFXAP SASH3 SMPD1 SOCS1 STAT1 STAT3 TLR7 TNFRSF13B TNFRSF13C TNFSF12 TOM1 TPP2 ZAP70 HP_AUTOIMMUNITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_AUTOIMMUNITY ABCB11 ABCB4 ABCC8 ACP5 ADA ADA2 ADAR AGRN AIRE AKT2 ALG14 ANKRD55 APPL1 ARHGEF1 ARPC1B ARVCF ATP8B1 BACH2 BANK1 BLK BTK C1GALT1C1 C1QA C1QB C1QC C1R C1S C2 C3 C4A C4B C8A CALR CARD10 CASP10 CAV1 CCN2 CCN6 CCR6 CD19 CD244 CD247 CD3G CD81 CDKN1B CEL CFTR CHAT CHD7 CHRNA1 CHRNB1 CHRND CHRNE CIITA CLCNKB CLPB COL13A1 COL4A5 COL4A6 COLQ COMT COPA CORIN CR2 CRYAB CSF2RA CSF2RB CTLA4 CTNNB1 CTNNBL1 CYBC1 DCLRE1C DDX41 DEF6 DNAJC3 DNASE1 DNASE1L3 DOK7 DUT EIF2AK4 ELANE ETS1 FADD FAS FASLG FCGR2A FCGR2B FCGR3B FLT1 FMR1 FOXD3 FOXP3 GALC GATA2 GCK GFI1 GLIS3 GNAS GP1BB GPR35 GRIN2A HAVCR2 HIRA HLA-B HLA-DPA1 HLA-DPB1 HLA-DQB1 HLA-DRB1 HNF1A HNF4A HYMAI ICOS IFIH1 IFNG IFNGR1 IGHG1 IGHG2 IGKC IKBKG IL10 IL12A IL12RB1 IL18BP IL2RA IL2RB IL2RG IL6 IL7R INS IRAK1 IRF2BP2 IRF5 ITCH ITGAM ITK ITPR3 JAK2 JAZF1 JMJD1C KCNJ11 KDM6A KIAA0319L KLF11 KMT2D KRAS LACC1 LAT LBR LCK LCP2 LEMD3 LIG4 LMNB2 LRBA LSM11 MAGT1 MASP2 MC2R MECP2 MIF MMEL1 MMP2 MPL MRAP MS4A1 MST1 MTHFD1 MYO9A NARS2 NBN NEUROD1 NFKB1 NFKB2 NFKBIA NFKBIL1 NHEJ1 NLRP1 NNT NR1H4 NRAS PAX4 PDCD1 PDX1 PEPD PGM3 PI4KA PIK3CD PIK3CG PIK3R1 PLAGL1 PLCG2 PLEC PNP POLG POMP POU2AF1 PREPL PRF1 PRKCD PRTN3 PSMG2 PTEN PTPN2 PTPN22 PXK RAG1 RAG2 RAPSN RASGRP1 RFX5 RFXANK RFXAP RHAG RHCE RHD RIPK1 RMRP RNASEH2A RNASEH2B RNASEH2C RNU7-1 RREB1 SAMHD1 SASH3 SAT1 SBDS SCN4A SEC23B SEC24C SEMA4D SEMA6B SERPING1 SLC12A3 SLC18A3 SLC22A4 SLC25A1 SLC5A7 SLC7A7 SMARCAL1 SMPD1 SNAP25 SOCS1 SPIB SPP1 SRP19 SRP54 STAR STAT1 STAT3 STAT4 STIM1 STING1 STK4 STOX1 STX16 SYT2 TBX1 TBX2 TCF4 TCIRG1 TERC TERT TET2 THRB TLR7 TLR8 TNFAIP3 TNFRSF13B TNFRSF13C TNFSF12 TNFSF15 TNFSF4 TNIP1 TNPO3 TOM1 TPP2 TRAC TRAPPC2 TREX1 TRHR TRMT10A TSHB TSHR TTC7A TXNRD2 UBA1 UBE2L3 UFD1 VAMP1 WAS WIPF1 ZAP70 ZFP57 HP_AUTOPHAGIC_VACUOLES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_AUTOPHAGIC_VACUOLES ACTA1 ACTN2 CRYAB LDB3 LRP12 MYOT RILPL1 TNPO3 HP_AVASCULAR_NECROSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_AVASCULAR_NECROSIS ACAN ACTB ACTG1 ADAMTS2 ADAMTSL2 ARSB ATP7A ATRX BRAF C4A CCR1 CDH23 CLCN7 COL1A1 COL1A2 COL2A1 COL9A2 COMP CREBBP CTC1 DKC1 DVL1 DVL3 DYRK1A ELP1 EP300 ERAP1 EXT1 FAS FGFR1 FN1 FZD2 GBA1 HBB HLA-B HPGD IFNGR1 IL10 IL12A IL12A-AS1 IL23R IL6ST INPP5K KLRC4 KRAS LMNA LMX1B MAN2B1 MATN3 MEFV MMP13 NEK9 NHP2 NOP10 NPM1 NR3C1 NTRK1 ORC1 PARN PHF6 PTPN11 RAB3GAP2 RAD21 RTEL1 SCARB2 SH3PXD2B SIL1 SKIC3 SLC2A10 SLCO2A1 SMAD3 SRCAP STAT4 TERC TERT TINF2 TLR4 TONSL TP53 TREX1 TRPS1 TRPV4 TYMS UBAC2 UFSP2 UNC45A USB1 USP48 USP8 WNT5A WRAP53 ZMPSTE24 HP_AVASCULAR_NECROSIS_OF_THE_CAPITAL_FEMORAL_EPIPHYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_AVASCULAR_NECROSIS_OF_THE_CAPITAL_FEMORAL_EPIPHYSIS ADAMTS2 ADAMTSL2 ATP7A COL1A1 COL1A2 COL2A1 COMP CREBBP DVL1 DVL3 EP300 EXT1 FN1 FZD2 INPP5K MATN3 NEK9 RAB3GAP2 RAD21 SIL1 SKIC3 SLC2A10 SRCAP TINF2 TONSL TREX1 TRPS1 TRPV4 UFSP2 UNC45A WNT5A HP_AV_NODAL_TACHYCARDIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_AV_NODAL_TACHYCARDIA CITED2 COX7B HCCS MT-CYB NDUFB11 TTN HP_AXIAL_DYSTONIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_AXIAL_DYSTONIA ALS2 CIZ1 COL6A3 COQ2 EIF2AK2 FUS GNAL HPDL MAPT MECR NDUFS3 PLA2G6 PPP2R2B SIGMAR1 SPG11 SPTLC1 HP_AXIAL_HYPOTONIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_AXIAL_HYPOTONIA AARS1 ABCC8 ACER3 ACSF3 ACTL6B ADAR ADARB1 ADCY5 AIMP1 ALG11 ALG3 ALG6 AMFR AMPD2 AP3B2 AP3D1 AP4S1 ARFGEF1 ARV1 ARX ASH1L ASNS ASXL1 ATAD3A ATG7 B4GALT1 B9D1 BCS1L BRAT1 CACNA1C CACNA1E CACNA1G CACNA2D1 CACNA2D2 CAMK2A CAMK2B CAMLG CAMTA1 CASK CDH2 CDON CEP85L CERT1 CHMP1A CHP1 CLCN6 CLDN11 CLP1 COG4 COQ8A CTNNB1 DARS1 DCX DDC DDX6 DENND5A DHDDS DHPS DISP1 DLL1 DNAJC12 DNM1L DOCK6 DPAGT1 EARS2 EBF3 EBP EIF2AK2 EIF2S3 ELP2 EMC1 ERCC1 ERCC6 ERCC8 EXOSC3 EXOSC9 EXTL3 FAR1 FARS2 FARSB FBXO28 FDXR FGF12 FGF8 FGFR1 FOXH1 FOXP2 FZR1 GAD1 GALC GAS1 GDI1 GFER GFM1 GFM2 GJA5 GJA8 GJC2 GLI2 GLS GLYCTK GM2A GNB1 GNPTAB GOSR2 GPHN GRIA3 GRIK2 GRIN1 GRIN2A GRIN2B GRIN2D GRM1 GRM7 GUF1 H4C5 HACE1 HEXB HIKESHI HK1 HTT HYCC1 IER3IP1 IFIH1 INSR IREB2 KARS1 KAT6A KCNJ11 KCNMA1 KCNQ2 KCNQ3 KIDINS220 KIF1A LGI3 LIPT1 LIPT2 LMNB1 LMX1B LRRC32 LSM11 LYRM7 MACF1 MAN2B1 MBOAT7 MDH1 MECP2 MED11 MED23 MEGF10 MFF MICOS13 MINPP1 MKS1 MRPL12 MRPS22 NALCN NAPB NARS2 NAXD NDUFA1 NDUFA13 NDUFA6 NDUFB11 NDUFC2 NDUFS1 NDUFS2 NDUFV2 NECAP1 NEDD4L NEUROD2 NEXMIF NFIX NFU1 NHLRC2 NMNAT1 NODAL NONO NRROS NSMCE3 NSRP1 NSUN2 NUS1 OCLN OPA1 OSTM1 PAFAH1B1 PAM16 PARS2 PAX7 PCBD1 PCCA PCCB PCDH12 PCGF2 PCLO PDE10A PDE2A PDHX PDP1 PEX14 PEX3 PGAP1 PIGA PIGP PIGY PIK3R2 PLA2G6 PLCB1 PLCH1 PLP1 PMM2 PNPO PNPT1 PPP1R15B PRDM13 PRPS1 PRR12 PRUNE1 PSAP PSAT1 PSMC1 PTCH1 PTPN23 PTS PYCR2 RAB18 RAB3GAP2 RARS1 RARS2 REPS1 RNASEH2A RNASEH2B RNASEH2C RNU12 RNU7-1 ROBO3 RRM2B RTTN RUSC2 RYR1 SAMHD1 SATB1 SCN1A SCO1 SDHB SEPSECS SET SHH SIX3 SLC13A5 SLC16A2 SLC18A2 SLC19A3 SLC1A2 SLC25A12 SLC25A19 SLC30A9 SLC31A1 SLC35A2 SLC35B2 SLC38A3 SLC39A14 SLC6A3 SLC6A8 SLC6A9 SMC1A SMG9 SOD1 SOX10 SOX4 SPATA5 SPEG SPR STAG2 STIL STXBP1 SUCLG1 SUOX TARS2 TBC1D2B TBCE TDGF1 TGIF1 TH TIAM1 TMTC3 TNR TRAPPC12 TREX1 TRMT10A TRNT1 TSEN15 TSEN2 TSEN34 TSEN54 TUBB3 TUBB4A TUBGCP2 UBA5 UBE3B UFC1 UGDH UGP2 UNC80 UQCRQ VAMP2 VPS11 VPS13D VPS41 WARS2 WDR45B WDR73 WWOX YIF1B ZIC2 ZNF142 ZNF526 ZSWIM6 HP_AXIAL_MUSCLE_WEAKNESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_AXIAL_MUSCLE_WEAKNESS ACTA1 BAG3 BICD2 BIN1 CACNA1S CFL2 COL12A1 COL13A1 COL6A1 COL6A2 COL6A3 COLQ CRYAB DES DOK7 FKRP GMPPB KLHL40 KLHL41 LAMB2 LARGE1 LMNA LMOD3 MB MEGF10 MT-TL1 MT-TL2 MT-TN MT-TS1 MYBPC1 MYH7 MYL1 MYMX NEB POMT1 POMT2 RNASEH1 RYR1 SCN4A SELENON SPEG TPM2 TRIP4 TTN UNC45B HP_AXILLARY_PTERYGIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_AXILLARY_PTERYGIUM ADGRG6 CHRNG CHUK EFNB1 GPC6 ITGB4 MYH3 PLEC RIPK4 HP_AXONAL_DEGENERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_AXONAL_DEGENERATION ABCD1 APTX CTDP1 CYP27A1 DNM2 ERCC6 FLVCR1 GDAP1 GJB1 IGHMBP2 LAMA2 LMNA LRSAM1 NAGA REEP1 SEPTIN9 SERPING1 SETX SH3TC2 SLC25A21 TFG TRIM2 TXN2 HP_AXONAL_DEGENERATION_REGENERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_AXONAL_DEGENERATION_REGENERATION GBF1 GDAP1 KIF1B LMNA LRSAM1 MFN2 MPZ RAB7A SLC12A6 HP_AXONAL_LOSS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_AXONAL_LOSS ADPRS ASCC1 BAG3 FIG4 GDAP1 GJB1 INF2 LMNA MOCS1 MOCS2 NDRG1 NGLY1 PMP22 RFC1 SLC12A6 SURF1 TRIP4 TYROBP UBQLN2 UBTF HP_AXONAL_REGENERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_AXONAL_REGENERATION GDAP1 GNB4 HK1 JPH1 LMNA NEFL YARS1 HP_BABINSKI_SIGN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BABINSKI_SIGN AAAS AARS1 AARS2 ABCB7 ABCD1 ABHD12 ABHD16A ACOX1 ADAR ADGRG1 ADPRS AFG3L2 AIFM1 ALDH18A1 ALS2 AMPD2 ANO10 ANXA11 AP4B1 AP4E1 AP4M1 AP4S1 APOE ARSA ARX ASPA ATG5 ATL1 ATP13A2 ATP2B3 ATP6AP2 ATP7A ATXN1 ATXN10 ATXN2 ATXN3 ATXN7 B4GALNT1 BICD2 BRAT1 BSCL2 C19orf12 CACNA1A CACNA1G CAMSAP1 CAPN1 CAV1 CCT5 CHCHD10 CHMP2B CHP1 CLDN11 CNP CNTNAP1 COL4A1 COQ2 COX20 CPT1C CTDP1 CTSF CWF19L1 CYP27A1 CYP2U1 CYP7B1 DARS1 DARS2 DDC DDHD1 DDHD2 DEGS1 DKK1 DLAT DNAJC3 DNMT1 DPM3 DSTYK DTYMK EARS2 EEF2 EIF2AK2 EIF2S3 ELOVL1 ERCC6 ERLIN1 ERLIN2 ETHE1 FA2H FAR1 FARS2 FBXO7 FGF13 FTL FUS FXN GALC GAN GBA2 GCH1 GFAP GFM2 GJB1 GJC2 GLRX5 GPT2 GRIA3 GRID2 HADHA HADHB HPDL HSPD1 HTRA1 HTT HYCC1 IBA57 IMPDH2 IREB2 IRF2BPL JAM2 KCNA1 KCNA4 KDM5C KIF1A KIF1C KIF5A KLC2 KPNA3 KY LARGE1 LETM1 LMNB1 LYRM7 MAG MAN2B1 MCOLN1 MDH2 MECP2 MECR MFN2 MORC2 MPZ MT-ATP6 MT-TE MTPAP MTRFR MTTP NDE1 NDUFA4 NDUFS1 NDUFS4 NEFH NEFL NFASC NIPA1 NOP56 NR4A2 NT5C2 NUBPL NUP54 NUP62 OPA1 OPA3 PANK2 PARS2 PCYT2 PDYN PET117 PEX16 PGAP1 PI4KA PIGA PIGT PIK3R5 PLA2G6 PLAA PLP1 PMP2 PMP22 PNPLA6 PNPT1 POLG POLR3A POLR3B PRICKLE1 PRNP PRPS1 PRSS12 PSAP PSEN1 PYCR2 RARS1 REEP1 REEP2 RFC1 RNASEH1 RNF170 RTN2 RUSC2 SACS SAMD9L SDHA SDHAF1 SDHB SDHD SELENOI SEPSECS SETX SHMT2 SIGMAR1 SLC16A2 SLC19A3 SLC1A2 SLC1A4 SLC25A46 SLC2A1 SLC2A3 SLC33A1 SLC39A14 SLC44A1 SLC9A7 SNCA SNX14 SOD1 SPART SPAST SPG11 SPG21 SPG7 SQSTM1 STUB1 SYNE1 TAF2 TANGO2 TARDBP TBC1D20 TBK1 TFG TGM6 TH TIMM8A TMEM63A TMEM63C TOR1A TPP1 TREM2 TRMT5 TSEN15 TSEN2 TSEN34 TSEN54 TSPOAP1 TTC19 TWNK TYROBP UBAP1 UCHL1 UFC1 UGDH VAMP1 VCP VPS13D WASHC5 WWOX ZFR ZFYVE26 ZFYVE27 HP_BACK_PAIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BACK_PAIN ABCD1 AKT1 ALDH18A1 ANXA11 ATP7B BAP1 BRCA1 BRCA2 CAPN3 CCND1 CD46 CDKN2A CFH CFI CLCN7 COL2A1 CPOX DLL3 EMD FAR1 FHL1 FLI1 FLNC HELLPAR HGD HLA-B HMBS HTRA1 KRAS LMNA LMX1B LRP5 MATN3 MESP2 NAB2 NF2 NGF NKX3-2 PALB2 PALLD PDGFB PIK3CA PLEKHM1 POLR3GL PPOX PRKCSH RABL3 RASA1 SEC63 SLC22A12 SLC2A9 SMAD4 SMARCB1 SMARCE1 SMO SPAST SPTBN1 STAT6 SUFU SYNE1 SYNE2 TBX18 TBX6 TCIRG1 TERT TMEM43 TP53 TRAF7 TRAPPC2 VANGL1 VCP VHL WASHC5 WRN HP_BAND_KERATOPATHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BAND_KERATOPATHY ANKRD55 CD247 COL18A1 GNAS IL2RA IL2RB JAG1 NOD2 OVOL2 PTPN2 PTPN22 SLC4A4 STAT4 VSX1 HP_BARREL_SHAPED_CHEST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BARREL_SHAPED_CHEST ACAN ACP5 CHST3 CILK1 COL13A1 COL2A1 DYM EIF2AK3 FUCA1 HRAS KDELR2 LBR LRP5 MYH3 P3H1 RAB33B RMRP TNFRSF11B TRAPPC2 TRIP11 TRPV4 VPS33A WNT7A HP_BARRETT_ESOPHAGUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BARRETT_ESOPHAGUS ASCC1 CTHRC1 FH MSR1 MYH11 RAD21 HP_BASAL_CELL_CARCINOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BASAL_CELL_CARCINOMA AAGAB ANAPC1 APC BMPR1A CASP10 CIB1 COL14A1 COL17A1 COL7A1 CYLD DDB2 DICER1 EPCAM ERCC2 ERCC3 ERCC4 ERCC5 FAN1 FAS FASLG FOXE1 HRAS KEAP1 KRAS LMNA MC1R MLH1 MLH3 MMP1 MSH2 MSH6 NRAS NTHL1 OCA2 PIK3CA PMS1 PMS2 POLH PRKCD PTCH1 PTCH2 RASA1 RASGRP1 RECQL4 RMRP RPS19 RPS20 SEMA4A SMO SUFU TGFBR2 TMC6 TYMS TYR WNT10A XPC HP_BASAL_ENCEPHALOCELE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BASAL_ENCEPHALOCELE ALX3 CDON DISP1 DLL1 FGF8 FOXH1 GAS1 GLI2 NODAL PTCH1 SHH SIX3 STIL TDGF1 TGIF1 ZIC2 HP_BASAL_GANGLIA_CALCIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BASAL_GANGLIA_CALCIFICATION ACVR1 AP1S2 CA2 CASR CYP2U1 DENND5A DNM1L ERCC3 ERCC4 ERCC6 ERCC8 EXOSC2 FAM111A GATA3 GJA1 GNA11 GNAS IFIH1 ISG15 JAM2 LSM11 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW MYORG OPA1 PDGFB PDGFRB PSMB8 PSMG2 RAB39B RNASEH2B RNU7-1 SAMHD1 SLC20A2 SLC25A46 SLC46A1 SNORD118 TREM2 TREX1 TYROBP XPR1 HP_BASAL_GANGLIA_CYSTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BASAL_GANGLIA_CYSTS ADAR CPT2 GFM1 LONP1 MT-ATP6 NUP54 NUP62 PDHA1 HP_BASAL_GANGLIA_GLIOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BASAL_GANGLIA_GLIOSIS ADAR FARS2 LONP1 MT-ATP6 NUP54 NUP62 PDHA1 PRNP SCO2 VRK1 HP_BASILAR_IMPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BASILAR_IMPRESSION COL1A1 COL1A2 DKK1 NOTCH2 ZBTB20 HP_BCGITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BCGITIS DCLRE1C FCGR3A IL12B IRF8 ORAI1 SPPL2A STAT1 HP_BCGOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BCGOSIS CYBB IFNG IL12RB1 REL RORC TBX21 ZNFX1 HP_BEADED_RIBS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BEADED_RIBS COL1A1 COL1A2 CREB3L1 LBR PHEX PPIB TAPT1 TRIP11 HP_BEAKING_OF_VERTEBRAL_BODIES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BEAKING_OF_VERTEBRAL_BODIES AGA ARSK B3GALT6 CCN6 COL11A2 COL2A1 COMP DYM FLNB FUCA1 GALNS GLB1 GNPTAB GORAB GUSB HGSNAT NEPRO NF1 NPR2 PLCB3 PRKG2 PYCR1 RINT1 RSPRY1 SERPINF1 SH3PXD2B TMCO1 HP_BELL_SHAPED_THORAX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BELL_SHAPED_THORAX ABCD4 ANTXR1 BMPER CANT1 CEP120 COL11A1 COL11A2 COL1A1 COL1A2 COL2A1 CSF1R CSGALNACT1 CSPP1 DDR2 DDRGK1 DYNC2I2 FGFR2 FLNB HES7 HHAT IFT172 INPPL1 KDELR2 KIAA0586 PAM16 PAX7 PEX1 SLC26A2 SNRPB TBX15 TRIP11 UBE3B XYLT1 HP_BENIGN_NEOPLASM_OF_THE_CENTRAL_NERVOUS_SYSTEM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BENIGN_NEOPLASM_OF_THE_CENTRAL_NERVOUS_SYSTEM ADAMTS3 AKT1 ALX1 ALX3 ARMC5 BAP1 BMPR1A CCBE1 CCM2 CCND1 CDKN1A CDKN1B CDKN2B CDKN2C CHEK2 COQ6 CPLANE1 CREBBP DLST EIF3F EP300 EPCAM FAM149B1 FAN1 FAT4 FGFR1 FH GCDH GLI3 GNAS IFNG KIAA0753 KIF1B KIF7 KLLN KRAS KRIT1 LMNA LZTR1 MAN2C1 MAX MBD4 MDH2 MEN1 MLH1 MLH3 MN1 MSH2 MSH6 NF1 NF2 NOTCH3 NRAS NTHL1 OCRL OFD1 PDCD10 PDE6D PDGFB PDGFRB PIK3CA PMS1 PMS2 PTEN RET RPS20 SDHA SDHAF2 SDHB SDHC SDHD SEC23B SEMA4A SIX6 SLC25A11 SMARCB1 SMARCE1 SMO SOX2 SUFU TCTN3 TERT TGFBR2 TIAM1 TMEM127 TMEM216 TOPORS TP53 TRAF7 TSC1 TSC2 USF3 VHL VPS16 WDPCP WRN ZSWIM6 HP_BICARBONATE_WASTING_RENAL_TUBULAR_ACIDOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BICARBONATE_WASTING_RENAL_TUBULAR_ACIDOSIS EHHADH GATM NDUFAF6 SLC34A1 SLC4A4 HP_BICONCAVE_VERTEBRAL_BODIES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BICONCAVE_VERTEBRAL_BODIES AIP ARSK CBS COL1A1 COL1A2 COL2A1 FKBP10 FN1 GORAB IDUA IFITM5 KIF22 LRP5 MBTPS2 NANS NMNAT1 NOTCH2 NOTCH3 PYCR1 SERPINF1 TENT5A TONSL TRAPPC2 USP8 ZBTB20 HP_BICONVEX_VERTEBRAL_BODIES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BICONVEX_VERTEBRAL_BODIES COL2A1 FN1 RMRP RNU4ATAC TRIP11 HP_BICORNUATE_UTERUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BICORNUATE_UTERUS ALG9 BRCA1 BRCA2 BRIP1 CCNQ DHCR7 ERCC4 ESCO2 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FGF10 FGFR2 FGFR3 FOXF1 FRAS1 FREM2 GRIP1 HNF1B HOXA13 ITGA8 LARS2 LRP2 MAD2L2 MID1 MNX1 PALB2 PIGN RAD51 RAD51C RARB RFWD3 RIPK4 SETBP1 SF3B4 SLX4 SPECC1L SRY STRA6 TBX3 TNXB UBE2T WNT4 WT1 XRCC2 HP_BICORONAL_SYNOSTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BICORONAL_SYNOSTOSIS ERF FGFR1 FGFR2 H4C9 MSX2 RECQL4 SCUBE3 SMO TCF12 ZIC1 HP_BIFID_EPIGLOTTIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BIFID_EPIGLOTTIS DYNC2H1 DYNC2I1 DYNC2I2 FOXE1 GLI3 IFT80 WDR35 HP_BIFID_NASAL_TIP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BIFID_NASAL_TIP ALX3 ALX4 ATP6V1B2 BCOR CDH11 CENPJ EFNB1 FREM1 FRMPD4 FZD2 H4C3 HNRNPK HSPA9 KAT6A NAA10 SCNM1 ZSWIM6 HP_BIFID_NOSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BIFID_NOSE ALX1 ALX3 ALX4 FREM1 HYLS1 NF1 NSMF NUAK2 PTCH1 TBX4 TFE3 ZSWIM6 HP_BIFID_RIBS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BIFID_RIBS CASZ1 GABRD HSPG2 KCNAB2 LUZP1 MMP23B PDPN PRDM16 PRKCZ PTCH1 RERE SKI SPEN TMCO1 UBE4B HP_BIFID_SCROTUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BIFID_SCROTUM AR BUB1B CDH11 CDKN1C CHD7 COLEC10 CYB5A CYP17A1 DACT1 DHCR7 FAT4 FGFR2 FZD2 HMGA2 HOXA13 HOXD13 HSD3B2 IGF2 IRF6 KIFBP MAMLD1 MID1 MNX1 MTM1 MYRF NR5A1 PLAG1 POR SALL1 SEMA3E SOX9 SPTBN1 SRD5A2 SRY UPB1 ZEB2 HP_BIFID_TONGUE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BIFID_TONGUE ALX3 C2CD3 CEP120 DDX59 DHCR7 DVL1 DVL3 DYNC2H1 DYNC2I1 DYNC2I2 FRAS1 FREM2 FZD2 GRIP1 HNRNPK IFT80 IPO8 MCTP2 NEK1 NXN OFD1 RIPK4 ROR2 WDR35 WNT5A HP_BIFID_URETER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BIFID_URETER COL18A1 FIBP PAK2 PBX1 PORCN HP_BIFID_UVULA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BIFID_UVULA ALG3 ALG9 AMER1 AMMECR1 ASPH ATP6V1B2 B3GALNT2 B4GALT7 B4GAT1 B9D2 BCOR BGN BIN1 BMP4 CDC45 CDC6 CDH11 CDON CDT1 CHD4 COL11A1 COL11A2 COL2A1 COL4A1 CRPPA CUL3 DAG1 DDX3X DDX59 DHCR24 DHCR7 DISP1 DLG3 DLK1 DLL1 EDN1 EIF4A3 EYA1 FBXO11 FGF10 FGF8 FGFR1 FGFR2 FGFR3 FKRP FKTN FLNA FOXH1 FTO GAS1 GJA5 GJA8 GLI2 GLI3 GMNN GNAI3 GRHL3 HAAO HNRNPK HYAL1 HYLS1 IFT140 IGBP1 IPO8 IRF6 KAT6B KCNH1 KCNK9 KCNMA1 KCNN3 KCTD1 KDM6B KIF14 KIF7 KMT2C KMT2D LARGE1 MAP3K7 MEG3 METTL23 MYL11 NODAL ORC1 ORC4 ORC6 PGAP1 PGAP2 PGAP3 PGM1 PIEZO2 PIGL PIGO PIGV PIGW PIGY PLCB4 PLCH1 POGZ POLA1 POMGNT1 POMGNT2 POMK POMT1 POMT2 PPP1CB PTCH1 PTDSS1 RECQL4 RFX7 RNU4ATAC RPL5 RPS23 RPS28 RTL1 RXYLT1 RYR1 SATB2 SEC23A SELENOI SETD5 SHH SHMT2 SIAH1 SIX1 SIX3 SKIC3 SLC2A10 SLC39A13 SMAD3 SMAD4 SMARCD1 SMC1A SMCHD1 SMPD4 SMS SNRPN SON SPEG STAC3 STAG2 STIL SUPT16H TBCE TBX1 TBX22 TCTN3 TDGF1 TGDS TGFB2 TGFB3 TGFBR1 TGFBR2 TGIF1 TMEM231 TP63 TTN TXNL4A UBB USP9X XYLT1 ZEB2 ZIC2 HP_BILATERAL_CAMPTODACTYLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BILATERAL_CAMPTODACTYLY APC2 FBXO28 NSD1 POLR3GL SETD2 ZNF407 HP_BILATERAL_CHOANAL_ATRESIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BILATERAL_CHOANAL_ATRESIA DCHS1 FAT4 FOXE1 KMT2D PAICS POLR1A SLC37A4 TP63 TXNL4A HP_BILATERAL_CLEFT_LIP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BILATERAL_CLEFT_LIP B3GLCT CDH1 CHUK CILK1 CTNND1 DLX4 FZD2 GLI2 IRF6 MED12 MSX1 NECTIN1 PTCH1 RAB5IF RSPO2 SIX3 SMPD4 SPOP TP63 YAP1 HP_BILATERAL_CLEFT_LIP_AND_PALATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BILATERAL_CLEFT_LIP_AND_PALATE CDH1 CHUK CTNND1 GLI2 MED12 NECTIN1 SIX3 SPOP YAP1 HP_BILATERAL_CONDUCTIVE_HEARING_IMPAIRMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BILATERAL_CONDUCTIVE_HEARING_IMPAIRMENT ANKRD11 EDN1 KMT2D NFIX NOG TELO2 TNFRSF11A VARS1 HP_BILATERAL_COXA_VALGA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BILATERAL_COXA_VALGA CCDC47 COG8 COL9A1 COL9A2 COL9A3 ERCC6 LMX1B MAN2B1 PDE4D STXBP1 TGFB3 UBE3C UFC1 HP_BILATERAL_CRYPTORCHIDISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BILATERAL_CRYPTORCHIDISM ALX4 AMH AMHR2 AR ASH1L ATP6V1A ATP6V1E1 C2CD3 CDH11 COLEC10 COLEC11 CPLANE1 CREBBP CYP17A1 DNAJC19 EP300 ERCC6 FAM149B1 FARS2 FDFT1 FGD1 GTF2H5 IFT172 IGBP1 KAT6A KIAA0753 KIF7 KLHL15 LSS MASP1 MCM5 MEGF8 NFIX NONO ODC1 OFD1 PAICS PDE6D POLE RIPK4 RPL10 RYR1 SMARCAL1 SRY TCTN3 TMEM216 TOPORS TWIST1 VPS50 WDR37 ZBTB20 HP_BILATERAL_MICROPHTHALMOS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BILATERAL_MICROPHTHALMOS AARS1 CAPN15 CARS1 ERCC1 ERCC2 ERCC3 FAM111A FIG4 FRAS1 GDF3 GDF6 GTF2E2 GTF2H5 MED13L MPLKIP PAX6 PTCH1 PUF60 RNF113A RTTN SHH STRA6 TARS1 TCOF1 VAC14 HP_BILATERAL_PTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BILATERAL_PTOSIS ABCC8 ACBD5 ADNP AEBP1 ATP6V1B2 AUTS2 CDC42BPB CERT1 CHRNG CLCN3 COL25A1 COL2A1 COLQ DBH DGUOK DNM1L FLNA GCK GSN IDUA IGF1 INS ISCU KCNH1 KCNJ11 KDM1A KDM6A KIF21A KMT2D LAMB2 LRP12 MAF NAA10 NARS2 NGLY1 NOVA2 NRAS ODC1 OGDHL OPA1 PACS1 PAH PAX6 PDX1 PDZD8 PHOX2A PLEC POLG POLRMT RAD21 RNASEH1 RRM2B RYR1 SCN4A SETD5 SOS1 SPECC1L STAC3 STAT3 TBC1D24 TK2 TUBA1A TUBB2B TUBB3 TWIST1 TYMS WT1 ZFHX4 ZNF407 HP_BILATERAL_RENAL_AGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BILATERAL_RENAL_AGENESIS FGF20 FREM2 GFRA1 GLI3 GRIP1 HS2ST1 ITGA8 KIF14 NADSYN1 ROBO1 HP_BILATERAL_SENSORINEURAL_HEARING_IMPAIRMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BILATERAL_SENSORINEURAL_HEARING_IMPAIRMENT AARS1 ACOX1 ACTG1 ADAMTSL1 ARSA ATG7 ATP6V0A4 ATP6V1B2 BSND CARS1 CATSPER2 CD109 CHCHD10 CHSY1 CLCNKA CLCNKB COA8 COL4A6 DCAF17 DNAJC19 DNAJC3 DSPP ERCC2 ERCC3 FUS GP1BA GP1BB GRXCR2 GTF2E2 GTF2H5 IARS2 IGF1 ITGA2 ITGA2B ITGB3 KCNE1 KCNQ1 LETM1 LHFPL5 LOXHD1 MAP1B MAP3K20 MARS2 MPEG1 MPLKIP MRAS MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND5 MT-ND6 MT-TC MT-TF MT-TK MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MYH14 MYO7A NARS2 NAXD POGZ POLG POU3F4 PSAP RBMX RNF113A RRM2B RTTN SIX6 SLC12A2 SOX2 SPTBN1 SQSTM1 STRC TARDBP TARS1 TBC1D24 TBK1 TUBB3 TWNK VCP YARS1 HP_BILATERAL_SINGLE_TRANSVERSE_PALMAR_CREASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BILATERAL_SINGLE_TRANSVERSE_PALMAR_CREASES BMPR1B BRD4 CCBE1 CD96 CHST3 CKAP2L DIS3L2 DPH1 DPH2 ESCO2 EXT1 FGF9 FGFR2 FGFR3 FIG4 GDF5 HDAC4 HDAC8 KAT6B MYH3 NALCN NECTIN1 NIPBL NOG NUP188 NXN PEPD PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PNPLA6 PTPRF RAD21 RNU4ATAC ROR2 SEPSECS SMAD2 SMC1A SMC3 SMOC1 TBX4 TELO2 TNNI2 TNNT3 TPM2 TRPS1 TSEN15 TSEN2 TSEN34 TSEN54 TWIST1 HP_BILATERAL_SUPERIOR_VENA_CAVA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BILATERAL_SUPERIOR_VENA_CAVA ACVR2B CFC1 CIROP FADD LRPPRC MED25 NCAPG2 PRKACB SLC29A3 SMAD2 ZIC3 HP_BILATERAL_TALIPES_EQUINOVARUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BILATERAL_TALIPES_EQUINOVARUS ABHD16A B3GALT6 BMPR1B CCNQ CHD7 CLCN3 CNTNAP1 COL3A1 CTNNA2 CTU2 DHCR24 DSE EBP FANCL GDAP1 GDF5 GLB1 GLDN MAN2B1 MAN2C1 MAPK1 MFSD2A MYT1L PI4KA PIEZO2 PIGL PITX1 PLOD3 PRUNE1 PSAT1 RAB11B RBM10 RSPO2 SATB2 SH3PXD2B SLC26A2 SLC35D1 SNRPN SOX9 STAC3 SYNE1 SYT1 TRPM3 TWIST1 UBE2A VANGL1 YME1L1 ZIC3 HP_BILATERAL_TONIC_CLONIC_SEIZURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BILATERAL_TONIC_CLONIC_SEIZURE ABCC8 ACADM ACADVL ACO2 ACTL6B ACY1 ADAM22 ADGRG1 ADGRV1 ADORA2A ADPRS AFF3 AFG3L2 AGO1 AKT2 ALDH5A1 ALDH7A1 AP2M1 AP3D1 APC2 ARFGEF1 ARHGEF9 ARNT2 ARX ASAH1 ASPA ATP1A2 ATP1A3 ATP5F1D ATP6AP2 ATP6V0A1 ATP6V1A ATP6V1B2 ATRX BTD BUB1B CABP4 CACNA1A CACNA1B CACNA1D CACNA1H CACNB4 CAMK2A CAMK2B CAMTA1 CARS2 CASK CCDC88A CDC40 CDKL5 CEP85L CERS1 CERT1 CHD2 CHMP2B CHRNA2 CHRNA4 CHRNB2 CIC CILK1 CLCN2 CLCN3 CLCN4 CLN3 CLN6 CLN8 CLPB CLTCL1 CNTN2 CNTNAP2 COL4A2 COQ5 COX8A CPA6 CPLX1 CRADD CRH CSTB CTLA4 CTSF CUX2 D2HGDH DEAF1 DENND5A DEPDC5 DHDDS DHX16 DMXL2 DNAJC5 DNM1 DNM1L DOCK7 DOHH DOLK DPH5 DPYSL5 DYRK1A EEF1A2 EFHC1 EPM2A ERCC6 EXOC8 EZH2 FA2H FAR1 FBXO28 FGF12 FGF13 FGFR1 FIG4 FRRS1L FZR1 GABBR2 GABRA1 GABRA3 GABRA5 GABRB3 GABRD GABRG2 GAD1 GAL GAMT GBA1 GCK GET4 GJA5 GJA8 GLRA2 GLYCTK GNAI1 GNAO1 GNB1 GOSR2 GPAA1 GPHN GPT2 GRIA2 GRIA3 GRIK2 GRIN1 GRIN2A GRIN2B GRM7 GRN GTPBP2 GYS1 HACE1 HADHB HCN1 HCN2 HERC1 HEXB HHAT HID1 HNRNPU HSD17B4 HTRA1 IER3IP1 INS IQSEC2 IREB2 JRK KCNA1 KCNB1 KCNC1 KCNC2 KCNJ11 KCNK4 KCNMA1 KCNN2 KCNQ2 KCNQ3 KCNT1 KCTD7 KDM6A KIF4A KMT2D KPTN LAMC3 LBR LGI1 LGI4 LMAN2L LMNB2 LNPK LONP1 MACF1 MAPK10 MAPT MARCHF6 MAST3 MECP2 METTL23 MICAL1 MOCS2 MT-ATP6 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TC MT-TF MT-TH MT-TK MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTFMT MTHFR NAA10 NARS1 NBEA NDUFA1 NDUFA2 NDUFA4 NDUFAF4 NDUFS4 NEK1 NEUROD2 NEXMIF NHLRC1 NIPA1 NPRL2 NPRL3 NR4A2 NSD1 NUP214 NUS1 OGDH OGDHL PACS2 PAK3 PCDH19 PCYT2 PDHA1 PDSS2 PDX1 PEX5 PGAP1 PGAP2 PGAP3 PHGDH PIDD1 PIGA PIGF PIGG PIGL PIGO PIGP PIGQ PIGS PIGT PIGV PIGW PIGY PLCB1 PLCH1 PLPBP PNKP POLG PPFIBP1 PPIL1 PPP2CA PPP3CA PRPS1 PRRT2 PSAP PSEN1 PSPH PTEN PURA PUS3 PYCR2 RAB18 RELN RFX7 RNF13 ROGDI RORB RPL10 SAMD12 SARDH SARS1 SATB2 SCN1A SCN1B SCN2A SCN3A SCN8A SCN9A SEPSECS SETD1A SETD1B SETD2 SIK1 SLC12A5 SLC1A2 SLC1A3 SLC1A4 SLC22A5 SLC25A19 SLC25A22 SLC2A1 SLC32A1 SLC38A3 SLC6A1 SLC6A5 SLC7A6OS SLC9A6 SMC1A SP110 SPATA5 SPATA5L1 SQSTM1 SRPX2 ST3GAL3 ST3GAL5 STARD7 STAT3 STUB1 STX1B STXBP1 SUOX SYNGAP1 SYNJ1 SZT2 TANGO2 TBC1D24 TBCD TECPR2 THOC2 TMEM106B TMEM94 TMX2 TP53 TRAPPC11 TRAPPC6B TREM2 TRIM8 TRPM3 TSEN15 TSEN2 TSEN34 TSEN54 TSFM TUBA1A TUBA8 TXN2 UBE3A UBE4A UFSP2 VAMP2 VCP VPS13A VPS53 WAC WARS1 WDR26 WDR62 WWOX YEATS2 YIPF5 ZMYND11 ZNF142 ZNF526 HP_BILATERAL_TONIC_CLONIC_SEIZURE_WITH_FOCAL_ONSET https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BILATERAL_TONIC_CLONIC_SEIZURE_WITH_FOCAL_ONSET ADAM22 ATP1A2 CEP85L CNTNAP2 DEPDC5 EPM2A FIG4 GABRG2 GAL GRIN2A IER3IP1 KCNB1 KCNJ11 KCNMA1 KCNQ2 KCNQ3 KCNT1 KCTD7 KDM6A KMT2D LGI1 MAST3 MICAL1 MTFMT NHLRC1 PACS2 PDSS2 PIGA PLCB1 POLG PPFIBP1 PPP2CA PRRT2 PSAP PUS3 RELN SCN1A SCN2A SCN8A SLC12A5 SLC22A5 SLC25A22 SLC38A3 SRPX2 STXBP1 SZT2 TBC1D24 TRIM8 HP_BILATERAL_TONIC_CLONIC_SEIZURE_WITH_GENERALIZED_ONSET https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BILATERAL_TONIC_CLONIC_SEIZURE_WITH_GENERALIZED_ONSET ADGRG1 AP2M1 ASAH1 CACNB4 CHD2 CILK1 CLCN2 COQ5 COX8A CPLX1 EFHC1 EXOC8 GABRA1 GABRA5 GABRD GABRG2 GAD1 GBA1 GRIN2A IREB2 JRK KCNMA1 KCNQ3 MAST3 NARS1 NEXMIF PCDH19 PCYT2 PTEN PURA SCN1A SCN1B SCN2A SCN9A SEPSECS SLC2A1 SLC6A1 SLC9A6 SYNGAP1 TBC1D24 TMX2 TSEN15 TSEN2 TSEN34 TSEN54 UBE3A VPS53 HP_BILE_DUCT_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BILE_DUCT_PROLIFERATION ABCB4 CC2D2A CEP290 CLDN1 CYP7B1 DCDC2 FARSB HSD17B4 KIF12 MED12 MICOS13 MKS1 NPHP3 PHKG2 POLG RPGRIP1L SLC37A4 TMEM216 TMEM67 TTC26 WDR35 HP_BILIARY_ATRESIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BILIARY_ATRESIA CC2D2A CLDN1 ERCC4 GATA6 INPP5E LONP1 RFX6 RPGRIP1L TCTN3 TMEM67 VPS33B ZIC3 HP_BILIARY_CIRRHOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BILIARY_CIRRHOSIS ABCB4 CFTR DCDC2 FCGR2A IL12A IL12RB1 IRF5 KRT18 LBR MMEL1 NPHP3 PKHD1 POU2AF1 SPIB TGFB1 TNFSF15 TNPO3 TTC26 WDR35 HP_BILIARY_TRACT_ABNORMALITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BILIARY_TRACT_ABNORMALITY ABCB4 ABCC2 ABCD1 AKR1D1 ARL6 ARSA B3GLCT BBS1 BCAP31 BCS1L BMP6 BRCA1 BRCA2 CC2D2A CCDC28B CD40LG CEP290 CFTR CIITA CLDN1 CPLX1 CTBP1 CYP7B1 DCDC2 DZIP1L ERCC4 ESCO2 FARSB FCGR2A FGFRL1 FOCAD GATA6 GBA1 GCGR GPR35 HFE HNF1B HSD17B4 HSD3B7 IFT140 IGHG2 IGKC IL12A IL12RB1 IL21R IL36RN INPP5E IRF5 ITCH JAG1 KIF12 KIF3B KRT18 LBR LETM1 LMBRD1 LMNA LONP1 MED12 MICOS13 MKS1 MMEL1 MST1 NPHP3 NSD2 PEX1 PEX14 PEX2 PEX5 PHKG2 PI4KA PKHD1 POLG POU2AF1 PSAP PTPN3 REL RFX5 RFX6 RFXANK RFXAP RNF43 RPGRIP1L SCARB2 SEMA4D SLC37A4 SPIB STK11 SUPT16H TCF4 TCTN3 TGFB1 TMEM216 TMEM67 TNFSF15 TNPO3 TTC26 TTC7A UGT1A1 USP9X VPS33B WDR19 WDR35 ZFYVE19 ZIC3 HP_BILIARY_TRACT_NEOPLASM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BILIARY_TRACT_NEOPLASM ARSA BMP6 BRCA1 BRCA2 DZIP1L GPR35 HFE MST1 PKHD1 PSAP PTPN3 RNF43 SEMA4D STK11 TCF4 HP_BIMANUAL_SYNKINESIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BIMANUAL_SYNKINESIA ANOS1 CCDC141 CDH2 CEP152 CHD7 DCC DNAL4 DUSP6 FEZF1 FGF17 FGF8 FGFR1 FLRT3 GDF6 HESX1 HS6ST1 IL17RD KNL1 LARGE1 NDNF NTN1 PROK2 PROKR2 RAD51 ROBO1 SEMA3A SOX10 SPRY4 SVBP TACR3 TMEM147 WDR11 HP_BIPARIETAL_NARROWING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BIPARIETAL_NARROWING AHI1 ANKRD11 ARL13B ARL3 ARMC9 B9D1 B9D2 BRAF CBY1 CC2D2A CD96 CEP104 CEP120 CEP290 CEP41 CPLANE1 CSPP1 CUL4B DHCR7 FAM149B1 GATA4 HNRNPU HRAS HYLS1 IFT74 INPP5E KATNIP KIAA0586 KIAA0753 KIF1A KIF7 KRAS LIG4 MAP2K1 MAP2K2 MCOLN1 MEIS2 MKS1 NPHP1 NRAS OFD1 PDE6D PIBF1 PLK4 PTEN RPGRIP1L SC5D SUFU TCTN1 TCTN2 TCTN3 TMEM138 TMEM216 TMEM218 TMEM231 TMEM237 TMEM67 TOGARAM1 TOPORS TUBGCP4 TUBGCP6 TWIST1 XRCC4 ZNF423 ZNHIT3 HP_BIRD_LIKE_FACIES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BIRD_LIKE_FACIES AARS1 CARS1 ERCC2 ERCC3 GTF2E2 GTF2H5 LIG4 LMNA MPLKIP NHEJ1 POLD1 RAD50 RNF113A TARS1 WNT10A WRN XRCC4 ZMPSTE24 HP_BIRTH_LENGTH_GREATER_THAN_97TH_PERCENTILE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BIRTH_LENGTH_GREATER_THAN_97TH_PERCENTILE GPC3 GPC4 MTM1 PIGA SUZ12 HP_BIRTH_LENGTH_LESS_THAN_3RD_PERCENTILE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BIRTH_LENGTH_LESS_THAN_3RD_PERCENTILE B3GLCT CDC6 CDT1 DYRK1A EIF2S3 FIG4 HMGA2 ORC1 ORC4 ORC6 PIK3R1 PLAG1 SMAD4 SMPD4 TBCE HP_BITEMPORAL_HEMIANOPIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BITEMPORAL_HEMIANOPIA AIP AKT1 BAP1 BRAF CDH23 CTNNB1 MEN1 NF2 PDGFB PIK3CA SMARCB1 SMARCE1 SMO SUFU TERT TRAF7 HP_BIVENTRICULAR_HYPERTROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BIVENTRICULAR_HYPERTROPHY ALG12 ATP6V1E1 CACNA1D DEF6 MYH7 MYL2 MYRF NDUFA11 PRKAG2 TALDO1 TNNC1 HP_BLADDER_DIVERTICULUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BLADDER_DIVERTICULUM ALDH18A1 ATP7A BAZ1B BCL7B BUD23 CLIP2 COL1A1 COL1A2 COL3A1 COL5A1 COL5A2 DNAJC30 EFEMP2 EIF4H ELN FBLN5 FKBP14 FKBP6 GTF2I GTF2IRD1 GTF2IRD2 LIMK1 LTBP1 LTBP4 MED12 METTL27 MLXIPL NCF1 PLOD1 RFC2 SALL4 STX1A TBL2 TMEM270 TP63 VPS37D HP_BLADDER_EXSTROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BLADDER_EXSTROPHY CDH11 ISL1 KRAS MED12 PAH TP63 UPB1 HP_BLADDER_NEOPLASM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BLADDER_NEOPLASM AKT1 APC ATP7A AURKA AXIN2 BAX BRAF BUB1 BUB1B CCND1 CHEK2 CTNNB1 DCC DLC1 EP300 FGFR3 FLCN HRAS KRAS MCC MLH3 NRAS NTHL1 PDGFRL PIK3CA PLA2G2A PTEN PTPN12 PTPRJ RAD54B RB1 RNF43 SRC TLR2 TP53 HP_BLEEDING_WITH_MINOR_OR_NO_TRAUMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BLEEDING_WITH_MINOR_OR_NO_TRAUMA F13A1 F13B F8 KRT1 LMAN1 MCFD2 SLC37A4 HP_BLEPHARITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BLEPHARITIS ADAM17 APOE ARPC1B BRD4 CST6 CTC1 DDB2 DKC1 EGFR ERCC2 ERCC3 ERCC4 ERCC5 GATA1 GJB2 GJB6 HDAC8 MBTPS2 MSMO1 NHP2 NIPBL NOP10 NPM1 PARN PIGN PLCD1 PLXND1 RAD21 REV3L RTEL1 SLC39A4 SMC1A SMC3 SREBF1 ST14 TBX4 TERC TERT TINF2 TP63 TRAF3IP2 TYMS UROD UROS USB1 WAS WIPF1 WRAP53 XPA XPC HP_BLEPHAROCHALASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BLEPHAROCHALASIS ADAMTS2 CDH11 COL1A1 COL5A1 COL5A2 GSN HP_BLEPHAROPHIMOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BLEPHAROPHIMOSIS ALG14 ALX4 ANK1 ATP6V1A ATP6V1E1 ATR BAZ1B BCL7B BCOR BCR BRCA1 BRPF1 BUD23 CDK13 CEP152 CEP57 CHN1 CLIP2 COL25A1 COLEC10 COLEC11 CREBBP CRKL CUL4B DACT1 DCHS1 DDR2 DGCR2 DGCR6 DGCR8 DLK1 DNAJC30 DNMT3A EIF4H ELN EP300 ERCC1 ERCC6 ESS2 FANCD2 FAT4 FKBP6 FOXG1 FOXL2 FOXP1 GATAD2B GJA1 GPC6 GPKOW GTF2I GTF2IRD1 GTF2IRD2 HDAC4 HHAT HNRNPH1 HSPG2 HUWE1 IRX5 KANSL1 KAT6B KCNJ2 KCTD1 KMT2A KRAS LIG4 LIMK1 MAFB MAPK1 MAPRE2 MASP1 MCTP2 MECP2 MED12 MEG3 METTL27 MLXIPL MOGS MUSK MYCN MYH3 MYL11 NCF1 NFIB NSUN2 ODC1 ORC1 PAX3 PHF6 PIEZO2 PRIM1 RAB18 RBMX RECQL4 RERE RFC2 RHOA RIPK4 RTL1 SALL1 SALL4 SCARF2 SEPTIN9 SETD5 SF3B2 SLC2A10 SLX4 SMAD4 SMARCA2 SMO SMOC1 SOX9 STAC3 STRA6 STX1A TBC1D2B TBL1XR1 TBL2 TBX1 TBX15 TLK2 TMEM270 TP63 TUBB TXNL4A UBE3B UGDH VPS37D WDR35 ZFHX4 ZMPSTE24 HP_BLINDNESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BLINDNESS ABCA4 ABCD1 ACTB ADAMTS10 AGBL5 AHI1 AHR AIP AIPL1 AKT1 ALMS1 ARHGEF18 ARL2BP ARL3 ARL6 ARNT2 ASNS ASPA ATIC ATOH7 ATP1A3 ATP5F1A ATP5F1D ATP5F1E ATP5MK ATPAF1 ATPAF2 ATRX ATXN7 B3GALNT2 B4GAT1 BAP1 BBS1 BBS2 BCOR BEST1 BMP4 BTNL2 C4A CA4 CAPN5 CC2D2A CCR1 CD109 CDH23 CDH3 CDHR1 CEP164 CEP290 CERKL CFAP418 CLCN7 CLN3 CLRN1 CNGA1 CNGB1 COL2A1 COX7B CRB1 CREBBP CRX CTC1 CTNNB1 CTNS CYP4V2 DHDDS DHX37 DHX38 EIF2B1 ERAP1 ERCC4 EYS FAM161A FAS FBN1 FDXR FKRP FKTN FLVCR1 FOXRED1 FRAS1 FREM2 FSCN2 FZD4 GALC GATA1 GJB2 GLB1 GM2A GMPPB GNAQ GNAS GP1BA GP1BB GRIP1 GUCA1B GUCY2D HCCS HEXA HEXB HGSNAT HLA-B HLA-DRB1 HPS1 HSD17B10 IDH3A IDH3B IFNGR1 IFT140 IFT172 IFT88 IL10 IL12A IL12A-AS1 IL23R IMPDH1 IMPG1 IMPG2 ITGA2 ITGA2B ITGB3 KIAA1549 KIF11 KIF14 KIZ KLHL7 KLRC4 LAMB2 LARGE1 LONP1 LRAT LRP5 MAK MEFV MEN1 MERTK MFSD8 MT-ATP6 MT-ATP8 MT-ND1 MT-ND2 MT-ND3 MTR MTRR MTTP NAA10 NDE1 NDP NDUFA1 NDUFA11 NDUFA6 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB9 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NEK2 NF1 NF2 NLRP3 NR2E3 NRL NSMCE2 NUBPL OAT OFD1 OPA1 OPA3 PANK2 PCARE PDE6A PDE6B PDE6G PDGFB PDHA1 PEX6 PGK1 PIK3CA PIK3R2 PITX3 PLA2G6 PLG PLOD1 POGZ POLG POMGNT1 POMK POMT1 POMT2 PPT1 PQBP1 PRCD PROM1 PROS1 PRPF3 PRPF31 PRPF4 PRPF6 PRPF8 PRPH2 PRPS1 PSAP RBP3 RD3 RDH12 REEP6 RGR RHO RLBP1 ROM1 RP1 RP1L1 RP2 RP9 RPE65 RPGR SAG SARDH SCAPER SCN1A SDHA SDHAF1 SDHB SDHD SEMA4A SLC7A14 SMARCB1 SMARCE1 SMCHD1 SMO SNRNP200 SPATA7 SREBF1 STAT4 SUFU TBC1D24 TCIRG1 TERT TIMMDC1 TIMP3 TLR4 TMEM126B TMEM138 TMEM216 TMEM231 TMEM237 TMEM67 TNFSF11 TOPORS TRAF7 TSPAN12 TTC8 TUB TULP1 UBAC2 UFM1 UROD UROS USH2A XRCC4 ZNF408 ZNF423 ZNF513 HP_BLIND_VAGINA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BLIND_VAGINA AR CYP17A1 MAMLD1 MTM1 WT1 HP_BLISTERING_BY_ANATOMICAL_LOCATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BLISTERING_BY_ANATOMICAL_LOCATION CD151 COL17A1 COL2A1 COL7A1 DSG1 DSG3 FBXO28 FERMT1 ITGA6 ITGB4 KRT1 KRT14 KRT16 KRT17 KRT5 KRT6A KRT6B LAMA3 LAMB3 LAMC2 MMP1 PKP1 PLEC SMARCAD1 HP_BLISTERING_BY_HISTOLOGICAL_LOCATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BLISTERING_BY_HISTOLOGICAL_LOCATION CDSN COL17A1 COL7A1 ITGA6 ITGB4 KRT14 KRT5 LAMA3 LAMB3 LAMC2 MMP1 PLEC HP_BLOCK_VERTEBRAE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BLOCK_VERTEBRAE DLL3 FLNB HES7 MESP2 SF3B2 ZIC3 HP_BLOODSTREAM_INFECTIOUS_AGENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BLOODSTREAM_INFECTIOUS_AGENT CD27 CTPS1 DEF6 ELANE IKZF3 IL2RB ITK LAT MAGT1 PGM3 PIK3R1 PRKCD REL STK4 TET2 TNFRSF9 TOM1 TPP2 TRAC HP_BLOODY_DIARRHEA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BLOODY_DIARRHEA ACVRL1 ADAM17 AMACR APC ARPC1B ATRX BMPR1A CARD8 CD109 CDKN1A CDKN1B CDKN2B CDKN2C COX15 CYP7B1 DAXX EGFR ENG F5 FAH GP1BA GP1BB GREM1 HPS1 IFIH1 IL10RA IL37 ITGA2 ITGA2B ITGB3 KIF23 MEN1 PI4KA PLVAP PTEN RACGAP1 RBCK1 SKIC2 SKIC3 SMAD4 SREBF1 STK11 TAOK1 TGFB1 TTC7A WAS WIPF1 HP_BLUE_IRIDES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BLUE_IRIDES BAZ1B BCL7B BLOC1S3 BUD23 CLIP2 DNAJC30 EDN3 EDNRB EIF4H ELN FKBP6 GTF2I GTF2IRD1 GTF2IRD2 HERC2 KITLG LIMK1 MAPK1 MC1R METTL27 MITF MLXIPL NCF1 OCA2 PAH PAX3 PDE4D PRKAR1A PRR12 RFC2 RLIM SLC45A2 SNRPN SOS1 SOX10 STX1A TBL2 TMEM270 TP63 TYR TYRP1 UBE3A VPS37D HP_BLUE_NEVUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BLUE_NEVUS ARL6IP6 CAMK2A FOCAD GNA11 HEXB HRAS PDE11A PRKAR1A PUS3 TASP1 TYRP1 HP_BLUE_SCLERAE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BLUE_SCLERAE ABCC6 ADAMTS2 ALPL ATP6V0A2 B3GALT6 B3GAT3 B4GALT7 BCL11A BMP1 C1R CA2 CANT1 CHST14 CHST3 CHSY1 COG4 COL12A1 COL1A1 COL1A2 COL3A1 COL5A1 CREB3L1 CRTAP CSGALNACT1 CTSK CYB5A CYB5R3 DSE DVL1 DVL3 ENPP1 ESCO2 EXOSC1 FBN1 FKBP10 FKBP14 FZD2 GDF11 GHR GNB2 HECTD4 HGD IFITM5 IGF2 IKBKG INPPL1 IPO8 KDM1A KDM6A KIFBP KMT2A KMT2D LRP5 MAP3K7 MBTPS2 MED27 MEGF8 MESD MSX2 MVK NFIX NXN P4HB PAX1 PGM1 PLOD1 POLR3A POLRMT PPIB PPP1R15B PPP1R21 PRDM5 PRKG2 PRMT7 PUS3 PYCR1 RMRP ROR2 RPS23 RYR3 SEC24D SERPINH1 SLC26A2 SLC39A13 SON TELO2 TENT5A TGFB3 TGFBR1 TGFBR2 TMEM163 TMEM38B TRMT10A TRMT5 UNC45A WASF1 WNT1 WNT5A WWOX XYLT1 ZNF469 HP_BLURRED_VISION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BLURRED_VISION ABCA1 APOA1 ATP1A2 CACNA1A CLCNKB COL17A1 COL4A1 COL8A2 DBH DNAJC30 GRHL2 HGSNAT HLA-A HLA-DRB1 KCNA1 LCA5 LRAT MAPT MT-ATP6 MT-CO1 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND4 MT-ND4L MT-ND5 MT-ND6 NDUFS2 NLRP3 NOP56 OVOL2 RPE65 SCN4A SCN9A SLC12A3 SLC4A11 SOST SPATA7 TACSTD2 TGFBI TRANK1 VSX1 ZEB1 HP_BONE_CYST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BONE_CYST AGPAT2 AKT1 B2M BSCL2 BTNL2 CAV1 CAVIN1 FGFR1 FOS GNAS HLA-DRB1 KLLN KRAS NF1 NOTCH3 PDGFRB PIK3CA PPARG PRG4 PTEN SDHB SDHC SDHD SEC23B SH3BP2 TREM2 TYROBP USF3 VDR ZBTB20 HP_BONE_FRACTURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BONE_FRACTURE ANAPC1 ATL3 CLCN7 EXT1 EXT2 FGF23 GALT GNAS LBR MOGS MTAP SLC2A2 SQSTM1 TAPT1 TBCD TNFRSF11A TRPV6 UBA1 HP_BONE_MARROW_FOAM_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BONE_MARROW_FOAM_CELLS LIPA NEU1 NPC1 NPC2 SMPD1 HP_BONE_MARROW_HYPERCELLULARITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BONE_MARROW_HYPERCELLULARITY ASXL1 BCOR CALR CASP10 CXCR4 FAS FASLG FIP1L1 IRF2BP2 JAK2 KIT MPL NABP1 NPM1 NUMA1 PML PRKAR1A PRKCD RARA RASGRP1 RPS14 SLC7A7 SRC SRSF2 STAT3 STAT5B TBL1XR1 TET2 ZBTB16 HP_BONE_MARROW_HYPOCELLULARITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BONE_MARROW_HYPOCELLULARITY ACD ADA2 ADH5 BRCA2 BRIP1 CA2 CASP10 CLCN7 CLPB CTC1 DCLRE1B DDX41 DKC1 DNAJC21 EFL1 ERCC4 ERCC6L2 FANCC FANCD2 FANCF FANCI FANCL FAS FASLG FLI1 GATA1 GATA2 GNAS IFNG IVD LBR MAD2L2 MDM4 MYSM1 NBN NHP2 NOP10 NPM1 PARN PGM3 PRF1 PRKCD RAD51 RASGRP1 RPA1 RPL26 RPS14 RTEL1 SAMD9 SBDS SF3B1 SMARCAL1 SRP54 SRP72 STN1 TBXAS1 TERC TERT TET2 TGFB1 TINF2 TLR8 TYMS UBE2T USB1 VPS33A WDR19 WRAP53 ZCCHC8 HP_BONE_MARROW_MATURATION_ARREST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BONE_MARROW_MATURATION_ARREST CLPB CSF3R FLNA JAGN1 SMARCD2 WAS HP_BONE_PAIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BONE_PAIN AGXT AP2S1 ASXL1 ATP7B BCOR CBL CCND1 CDC73 CLCN5 CLCN7 CYP19A1 CYP27B1 CYP2R1 DKK1 DMP1 EHHADH ELANE ENPP1 EXT1 FGF23 FIP1L1 FOXE1 GATM GBA1 GNAS HABP2 HPGD IDH1 IDH2 IL1R1 IRF2BP2 KIF1B KIT LEMD3 LPIN2 MINPP1 NABP1 NDUFAF6 NOTCH2 NPM1 NUMA1 PHEX PML POLE PRKAR1A PSAP PSMB8 PTH1R PTPN11 RAD21 RARA RUNX1 SCARB2 SERPINF2 SLC34A1 SLC34A3 SLCO2A1 SNX10 SQSTM1 SRSF2 STAT3 STAT5B TBL1XR1 TCIRG1 TEK TET2 TGFB1 TNFRSF11A TNFRSF1A TNFSF11 TREM2 TRPS1 TYROBP VCP VDR WNT1 WNT3A ZBTB16 ZNF687 HP_BONE_SPICULE_PIGMENTATION_OF_THE_RETINA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BONE_SPICULE_PIGMENTATION_OF_THE_RETINA ABCA4 AGBL5 ARL3 ARL6 ARSG BBS1 BBS9 CCDC28B CFAP410 CFAP418 CHM CLCC1 CLRN1 CNGA1 CNGB1 CNNM4 CRB1 CRX DHX38 EYS FAM161A FLVCR1 FSCN2 GRM6 GUCY2D HGSNAT HK1 IDH3A IFT140 IFT43 IMPDH1 IMPG2 KIAA1549 LCA5 LRAT LZTFL1 MAK MFRP MKS1 NMNAT1 NRL PCARE PDE6A PDE6B PDE6G PISD POC1B POMGNT1 PRCD PROM1 PRPF31 PRPF6 PRPF8 RAX2 RBP3 RDH11 RDH12 REEP6 RHO RLBP1 RP1 RP1L1 RP9 RPE65 RPGR RRM2B SAG SCAPER SEMA4A SLC7A14 SNRNP200 SPATA7 TTC8 TULP1 USH2A VPS13B ZNF408 ZNF513 HP_BOWED_FOREARM_BONES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BOWED_FOREARM_BONES B2M B3GALT6 CHST3 CILK1 COL11A1 COL2A1 FGF23 FGFR2 FGFR3 FLNA FLNB GDF5 GLI3 HOXA11 IFT43 IHH LAMA5 LBR MMP13 NPR2 P3H1 PCNT POR PRKG2 RBM8A RECQL4 RIPK4 ROR2 SCARF2 SHOX SLC26A2 TMEM67 TRPV4 VPS35L WNT7A HP_BOWED_HUMERUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BOWED_HUMERUS B3GALT6 FLNB KIAA0753 LAMA5 LBR RNU4ATAC RSPO2 SPARC HP_BOWEL_DIVERTICULOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BOWEL_DIVERTICULOSIS AKT1 ALDH18A1 BAZ1B BCL7B BUD23 CLIP2 COL5A1 DNAJC30 EFEMP2 EIF4H ELN ERBB3 FBLN5 FKBP6 GTF2I GTF2IRD1 GTF2IRD2 LIMK1 LTBP1 METTL27 MLH1 MLXIPL MSH2 NCF1 PIK3CA PKD1 POLG PTEN RET RFC2 STX1A TBL2 TMEM270 TYMP UBR1 VPS37D HP_BOWING_OF_THE_ARM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BOWING_OF_THE_ARM B2M B3GALT6 CHST3 CILK1 COL11A1 COL2A1 FGF23 FGFR2 FGFR3 FLNA FLNB GDF5 GLI3 HOXA11 IFT43 IHH KDELR2 KIAA0753 LAMA5 LBR MBTPS2 MMP13 NPR2 P3H1 PCNT POR PRKG2 RBM8A RECQL4 RIPK4 RNU4ATAC ROR2 RSPO2 SCARF2 SHOX SLC26A2 SP7 SPARC TMEM67 TRIP11 TRPV4 VPS35L WNT7A HP_BOWING_OF_THE_LEGS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BOWING_OF_THE_LEGS ACAN ACP5 ACTA1 ADNP ALPL ANAPC1 ARCN1 ARSB ARSK ATP7A ATRX B3GALT6 B3GAT3 BAZ1B BCL7B BCOR BGN BHLHA9 BMP1 BPNT2 BRAF BRF1 BUD23 CAMK2A CANT1 CBFB CBS CCDC47 CCN6 CDC45 CENPT CFL2 CHST3 CILK1 CLCN5 CLCN7 CLIP2 CLTCL1 COG5 COL10A1 COL11A1 COL11A2 COL1A1 COL1A2 COL2A1 COL9A1 COL9A2 COL9A3 COMP CPLANE1 CRTAP CSGALNACT1 CTC1 CTNS CYP19A1 CYP27B1 CYP2R1 CYP3A4 DDR2 DDRGK1 DLK1 DMP1 DNAJC30 DYM DYNC2H1 DYNC2I1 DYNC2LI1 EFL1 EHHADH EIF2AK3 EIF4H ELN ENPP1 EVC EVC2 EXT1 EXT2 FBN1 FGF23 FGFR2 FGFR3 FIBP FKBP6 FLNA FLNB FN1 GALNS GAN GDF5 GLB1 GLI1 GNPTG GORAB GTF2I GTF2IRD1 GTF2IRD2 GUSB H3-3B HBB HEATR3 HERC2 HPGD HS2ST1 HS6ST1 HSPG2 IARS2 IDH1 IDUA IFIH1 IFT172 IFT57 IHH IL6ST IPO8 KAT6A KDELR2 KIF22 KIF7 KLHL41 KRAS LAMA5 LBR LIFR LIMK1 LMOD3 LONP1 LRP5 LTBP1 MAGEL2 MAN2B1 MAP2K1 MAP2K2 MAPK8IP3 MATN3 MBTPS2 MCTP2 MEG3 MEGF8 METTL27 MKRN3 MLXIPL MMP13 MMP9 MPZ MTAP MTX2 NCF1 NDUFAF6 NEB NEK8 NEK9 NEPRO NF1 NKX3-2 NOTCH2 NPAP1 NSD1 OCRL ORC1 ORC6 P3H1 P4HTM PAPSS2 PCNT PCYT1A PDGFRB PEPD PHEX PLOD2 PMP22 POLR1A POLR3A POLRMT POR PRKACA PRKACB PRKG2 PUS3 PWAR1 PWRN1 RAB23 RAB33B RAD21 RBM8A RECQL4 RFC2 RMRP RNU4ATAC RPGRIP1L RPL13 RSPRY1 RTL1 RUNX2 SATB2 SCARF2 SERPINH1 SETBP1 SF3B2 SFRP4 SGMS2 SHOX SKI SLC10A7 SLC26A2 SLC34A1 SLC34A3 SLCO2A1 SMOC1 SNORD115-1 SNORD116-1 SOX9 SP7 SPART SPTBN1 STX1A TBC1D7 TBL2 TCTN3 TENT5A TFE3 TGDS TGFB1 TMEM270 TMEM38B TNFRSF11A TNFRSF11B TNFSF11 TONSL TPM2 TRIP11 TRPS1 TRPV4 TRPV6 TUBB3 UFSP2 UGP2 VDR VPS13B VPS37D WDR62 WNT7A XYLT1 ZBTB20 ZEB2 ZNF699 ZPR1 HP_BRACHYCEPHALY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BRACHYCEPHALY ACOX1 ADAMTS10 ADAMTSL1 ADARB1 ADNP ADSL AGA ALDH18A1 ALG9 ALX1 ALX4 AMER1 ANKRD11 ANKRD17 ARID1B ATIC ATP2B1 ATP6V1B2 ATP7A AUTS2 B3GAT3 B3GLCT BAP1 BMP4 BRAF BRD4 BUB1B CA2 CAMK2A CASZ1 CCDC47 CD19 CD81 CDH11 CDK10 CHST14 CHST3 CLCN3 CNOT3 COL11A1 COL2A1 CR2 CTU2 CYP26B1 DDX3X DEAF1 DPH1 DPH2 DPYSL5 DSE EFNB1 EHMT1 ERF ESCO2 EXT2 FAM20C FBN1 FBN2 FGFR1 FGFR2 FGFR3 FHL1 FKBP10 FKTN FLII FOXF1 FREM1 FUCA1 GABRD GALNT2 GATA1 GBA1 GET4 GJA1 GJA5 GJA8 GNB2 GOLGA2 GRIA3 H3-3B H4C5 HCFC1 HDAC4 HDAC8 HNRNPR HSPA9 HSPG2 HUWE1 ICOS IL11RA INTU IPO8 IQSEC2 IRF2BP2 IRX5 KCNAB2 KDM1A KIDINS220 KMT2C LIG4 LMX1B LRP5 LRPPRC LUZP1 MAF MAN2B1 MBD5 MECP2 MED12 MED13L MEGF8 MESD MGAT2 MMP14 MMP2 MMP23B MN1 MS4A1 MSX2 MTX2 NALCN NANS NBAS NEK1 NFKB1 NFKB2 NGLY1 NIPBL NOVA2 OTUD6B PAICS PCGF2 PCLO PDE4D PDPN PEX1 PGAP2 PGAP3 PHF21A PIGA PIGL PIGO PIGT PIGV PIGW PIGY PNPLA6 POGZ POLR1B POLR1C POLR1D POLR2A POLR3A POR PQBP1 PRDM16 PRKAR1A PRKCD PRKCZ PRKD1 PRMT7 PTCH1 PTCH2 PTH1R PTPN11 PTRH2 RAB18 RAB23 RAB3GAP1 RAB3GAP2 RAC3 RAD21 RAF1 RAI1 RALGAPA1 RBM8A RECQL4 RERE RFX7 RMRP RNF216 RNU12 RUNX2 SATB1 SATB2 SETBP1 SETD5 SH3PXD2B SKI SLC12A6 SLC25A24 SMC1A SMC3 SMG9 SMS SNRPN SP7 SPECC1L SPEN SPOP SRD5A3 STAC3 STXBP1 SUFU SYT1 TAF8 TAPT1 TBC1D20 TBC1D24 TBL1XR1 TBX2 TCF12 TCF20 TCOF1 TDP2 TECPR2 TET3 TGFB3 TMCO1 TNFRSF13B TNFRSF13C TNFSF12 TRAPPC9 TRIP12 TRPV6 TTC5 TTC8 TUBB TWIST1 UBE3A UBE3B UBE4B UNC80 UPF3B USP7 USP9X WAC WASHC5 XRCC4 ZBTB20 ZC4H2 ZDHHC9 ZIC1 ZMYND11 ZSWIM6 HP_BRACHYDACTYLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BRACHYDACTYLY ACAN ADAMTS10 ADAMTS17 ADNP AFF4 AHSG AIFM1 AKT1 ALG6 ALG8 ALX1 ALX3 ANTXR2 APC2 ARHGAP31 ARID1A ARID2 ARL6 ATP6V1B2 ATP7A ATRX B3GLCT BAP1 BBIP1 BBS1 BBS4 BBS5 BBS9 BGN BHLHA9 BMP2 BMP4 BMPR1B BPNT2 BRAF C12orf57 CAMK2G CANT1 CASZ1 CBL CCDC22 CCDC28B CCDC32 CDH11 CEP120 CEP55 CHD7 CHN1 CHRNA7 CHST11 CHST3 CHSY1 CILK1 CITED2 COL11A1 COL11A2 COL2A1 COMP CPLANE1 CRIPT CSGALNACT1 CSNK2A1 CSPP1 CTSK CUL4B CWC27 DBH DCPS DDX3X DEAF1 DHCR7 DLL4 DOCK6 DONSON DPF2 DPH2 DPYSL5 DVL1 DVL3 DYM DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLT2B EFNB1 EHMT1 EOGT EPB41L1 ERF ESCO2 EVC EVC2 EXOSC2 EXT1 EXTL3 FAM111A FAM149B1 FAM20C FBN1 FBXO28 FBXW11 FGD1 FGF9 FGFR1 FGFR2 FGFR3 FLII FLNA FLNB FLT4 FTO FZD2 GABRD GATA1 GATA4 GATA5 GATA6 GDF1 GDF5 GDF6 GHR GJA1 GJA5 GJA8 GJB3 GJB4 GLI3 GNAS GNAS-AS1 GNB2 GPC4 GPX4 GRB10 HDAC4 HEATR3 HHAT HNRNPR HOXA13 HOXD13 HRAS HSPG2 HUWE1 IARS2 IFT122 IFT140 IFT172 IFT43 IFT52 IFT57 IFT80 IFT81 IGF2 IHH INPP5K INPPL1 IQSEC2 ITGB6 JAG1 KAT6A KAT6B KCNAB2 KCNJ2 KCNK4 KDM1A KDM5C KDM6A KDR KDSR KIAA0586 KIAA0753 KIF15 KIF26A KIF7 KLF13 KLLN KRAS LBR LIFR LIG4 LMNA LONP1 LSS LTBP1 LTBP2 LTBP3 LUZP1 LZTFL1 LZTR1 MACROH2A1 MAF MAFB MAGEL2 MAP2K1 MAP3K7 MARS1 MBTPS1 MED12 MEGF8 MGAT2 MIR140 MIR17HG MKKS MMP23B MRAS MRPS16 MSX2 MYCN MYMK MYMX MYSM1 NBAS NEK1 NEPRO NIN NKX2-5 NKX2-6 NLRP3 NOG NOTCH1 NOTCH2 NPR2 NRAS NSUN2 NXN OFD1 PAH PAPSS2 PAX3 PCNT PCYT1A PDE3A PDE4D PDE6D PDGFRB PDPN PGM3 PIGK PIGL PIGN PIGS PIK3CA PIK3R1 PITX1 PLCB3 PLXND1 PNPLA6 POC1A POGZ POMP POP1 POR PORCN PPM1D PPP1CB PPP3CA PRDM16 PRKACB PRKAR1A PRKAR1B PRKCZ PRMT7 PTCH1 PTCH2 PTDSS1 PTEN PTH1R PTHLH PTPN11 PUF60 RAB23 RAD21 RAF1 RAI1 RASA2 RB1 RBBP8 RBPJ RDH11 RERE REV3L RHOA RIN2 RIT1 RLIM RMRP RNU4ATAC ROR2 RPS6KA3 RRAS RRAS2 RSPRY1 RUNX2 SALL4 SCNM1 SCUBE3 SDHB SDHC SDHD SEC23B SEMA3E SH3PXD2B SHOC2 SHOX SIK3 SIL1 SIN3A SKI SLC26A2 SLC2A1 SLC35C1 SLC35D1 SLURP1 SMAD4 SMARCA2 SMARCD2 SMC1A SMC3 SMG9 SNRPN SNX14 SOS1 SOS2 SPART SPECC1L SPEN SPRED2 SRCAP STAMBP STX16 SUFU TASP1 TBX1 TBX15 TBX22 TCF12 TCTN3 TELO2 TFAP2B TGFBR2 TLK2 TMEM216 TMEM67 TNNT3 TONSL TOPORS TRIO TRIP11 TRPS1 TRPV4 TTC21B TWIST1 TWIST2 UBE4B UPF3B USF3 VPS35L WAC WASHC5 WDR11 WDR19 WDR35 WNT4 WNT5A YY1AP1 ZDHHC9 ZFPM2 ZIC1 ZMIZ1 HP_BRACHYTURRICEPHALY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BRACHYTURRICEPHALY FAM20C FGFR1 FGFR2 FHL1 PEX1 RECQL4 SKI SP7 SYT1 HP_BRADYCARDIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BRADYCARDIA ABCA3 ACTA1 ACY1 AKAP9 ANK2 ASXL1 BRAT1 BVES CACNA1C CACNA1D CACNA2D1 CALM1 CALM2 CALM3 CASQ2 CAV3 CAVIN1 CLN3 COQ4 COQ9 DES DOLK DST DUOX2 DUOXA2 ECHS1 EFEMP2 GFM2 GLUL GLYCTK GNB2 GNB5 GRIN1 HCN4 HEPHL1 HESX1 HTRA2 IYD KCNA5 KCNE1 KCNE2 KCNH2 KCNJ2 KCNJ5 KCNQ1 LAMA3 LAMB3 LAMC2 LHX3 LHX4 LIPT1 LMNA MTO1 MYL4 MYO1H NDUFA2 NDUFA8 NOS1AP NPPA PAX8 POU1F1 PPA2 PRKAG2 PROP1 SCN10A SCN4A SCN4B SCN5A SCN9A SCO1 SFTPB SFTPC SGO1 SLC25A20 SLC4A3 SLC5A5 SNTA1 TBX5 TG TLL1 TMEM43 TNNI3K TNNT2 TPO TRDN TRPM4 TSHB TSHR TSPYL1 TWNK UQCRFS1 USP18 HP_BRADYKINESIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BRADYKINESIA ACTA1 ADGRV1 ADH1C ATL1 ATP13A2 ATP1A3 ATP5MK ATP6AP2 ATXN1 ATXN10 ATXN2 ATXN3 ATXN8OS CHCHD2 CLN3 CLTC COASY COQ2 CSF1R DCTN1 DHDDS DNAJC12 DNAJC13 DNAJC6 EARS2 EIF2AK1 EIF2AK2 EIF4G1 FARS2 FBXO7 FGF13 FMR1 FTL GABRA1 GABRD GABRG2 GBA1 GCH1 GIGYF2 GLUD2 HCN1 HTRA2 HTT IMPDH2 JAM2 JPH3 KBTBD13 KCNC3 KCNN2 KLHL41 LRRK2 MAPT MECP2 MT-TT MYORG MYPN NEB NR4A2 PANK2 PARK7 PCDH19 PDE8B PDGFB PDGFRB PET117 PIDD1 PINK1 PLA2G6 PODXL POLG POLG2 PPP2R2B PRDX3 PRKAR1B PRKN PRKRA PRNP PTS RAB39B RRM2B SCN1A SCN1B SCN2A SCN9A SLC20A2 SLC25A4 SLC2A3 SLC30A10 SLC39A14 SLC6A3 SNCA SNCAIP SPR STX1B SYNJ1 TACO1 TAF1 TBP TENM4 TH TK2 TPM2 TPM3 TSPOAP1 TTC19 TWNK UBAP1 UCHL1 UQCRC1 VPS13A VPS13C VPS35 WDR45 HP_BRADYPHRENIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BRADYPHRENIA CLTC DMPK HTT NOTCH3 SLC2A3 VPS13A HP_BRAIN_IMAGING_ABNORMALITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BRAIN_IMAGING_ABNORMALITY ABCD1 ACAT1 ACP5 ADORA2A AKT1 ALG1 ALG12 AP2M1 APC2 APOE ASPA ATAD3A ATN1 ATP10A ATP1A2 ATP1A3 BAP1 BTD CACNA1A CACNA1G CACNG2 CDC42 CHD2 CHMP2B CNP COG8 COL25A1 COQ2 COX11 COX16 CREBBP CYP27A1 DEAF1 DEPDC5 DHPS DNM1L DPAGT1 DYRK1A ECHS1 EHMT1 EIF2AK3 EP300 ERGIC1 FARS2 FBXO28 FOCAD FOXP1 GALC GAMT GATM GFM2 GRM7 GRN HMBS HPDL HSD17B10 HTRA2 IARS1 IBA57 KARS1 KCNQ2 KCNQ3 KMT2C LGI1 LYRM4 LYRM7 MAGEL2 MAPT MECR MRPS34 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW MTHFR MTRFR NAT8L NAXE NDUFAF6 NDUFB7 NEXMIF NF1 NF2 NGLY1 NIPA1 NIPA2 NSD1 PDE2A PDGFB PDP1 PIK3CA POLR3A POLRMT PRNP PRRT2 PSAP PSEN1 PSEN2 PURA RAI1 RELN RERE RPIA SATB2 SCN1A SCN2A SCN8A SCYL2 SDHAF1 SDHB SDHD SETD2 SH2B1 SIM1 SIN3A SIN3B SLC1A3 SLC25A12 SLC2A1 SLC35A2 SLC39A8 SLC6A1 SLC6A8 SMARCB1 SMARCE1 SMO SNRPN SPRED1 SQOR SQSTM1 SUCLG1 SUFU SYNGAP1 TBCK TBL1XR1 TELO2 TERT TMEM106B TRAF7 TRANK1 TREM2 TREX1 TUBB6 TUBG1 UBE3A USP7 VARS2 VCP VPS33A WDR26 HP_BRAIN_NEOPLASM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BRAIN_NEOPLASM AAGAB APC CHMP2B COL14A1 FLI1 GRN MAPT NF1 POLD1 POLE PSEN1 RB1 RELA TMEM106B TREM2 VCP ZFTA HP_BRAIN_STEM_COMPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BRAIN_STEM_COMPRESSION AKT1 BAP1 DKK1 FGFR3 NF2 PDGFB PIK3CA SMARCB1 SMARCE1 SMO SUFU TERT TNFRSF11A TRAF7 HP_BRANCHIAL_ANOMALY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BRANCHIAL_ANOMALY BCR CRKL EYA1 HNRNPK KMT2D MAPK1 POLR1B POLR1C POLR1D PUF60 RPL10 SF3B2 SIN3A SIX1 SIX5 TCOF1 TFAP2A WAC HP_BRANCHIAL_CYST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BRANCHIAL_CYST EYA1 KMT2D PUF60 RPL10 SIX1 SIX5 HP_BRANCHIAL_FISTULA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BRANCHIAL_FISTULA BCR CRKL EYA1 MAPK1 POLR1B POLR1C POLR1D SIN3A SIX1 TCOF1 HP_BREAST_APLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BREAST_APLASIA CDC45 CDC6 CDT1 DYRK1A ESR1 GMNN IKBKG KCTD1 LMNA ORC1 ORC4 ORC6 PLXND1 REV3L TBX3 TP63 TWIST2 HP_BREAST_CARCINOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BREAST_CARCINOMA AAGAB AKT1 APC ATM ATR AXIN2 BARD1 BRCA1 BRCA2 BRIP1 CASP8 CDH1 CDKN2A CHEK2 COL14A1 CTNNB1 ERBB2 ESR1 FGFR2 GNAS HMMR IDH1 IDH2 KLLN KRAS MDM2 MEFV MLH1 MRE11 MSH2 MSH6 NBN NF1 NQO2 NTHL1 OPCML PALB2 PALLD PHB1 PIK3CA POLD1 POLE PPM1D PRKN PTEN RABL3 RAD50 RAD51 RAD51C RAD51D RAD54L RB1CC1 RNF43 SDHB SDHC SDHD SEC23B SLC22A18 SLC6A17 SMAD4 STK11 TP53 TWIST1 USF3 WRN XRCC3 HP_BREAST_HYPOPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BREAST_HYPOPLASIA ACTB ANOS1 ANTXR1 CCDC141 CDT1 CHD7 DCC DUSP6 EFNB1 ESR1 FEZF1 FGF17 FGF8 FGFR1 FLRT3 FSHB GNRH1 GNRHR HESX1 HS6ST1 IKBKG IL17RD KISS1 KISS1R MAF NDNF NHLH2 NIN NSMF ORC1 ORC4 ORC6 POC1A PROK2 PROKR2 SEMA3A SOX10 SPRY4 TAC3 TACR3 TBX3 TP63 TWIST2 USP9X WDR11 YY1 HP_BREATHING_DYSREGULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BREATHING_DYSREGULATION ACTC1 AHI1 ASCL1 CEP290 CITED2 ELP1 GATA4 GATA6 INPP5E KYNU MYH6 NDUFS6 NKX2-5 PHOX2B RET RPGRIP1L TBX20 TLL1 TMEM216 TMEM67 HP_BREECH_PRESENTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BREECH_PRESENTATION ACTA1 ACY1 ASH1L ASXL3 CFL2 CHST3 COL1A1 COL1A2 COL25A1 CRTAP DHCR7 DST DTYMK ERGIC1 FGFR3 HACD1 HERC2 HNRNPK IARS2 KBTBD13 KDM3B KLHL40 KLHL41 LMOD3 LTBP4 MAGEL2 MKRN3 MKS1 MYH3 MYPN NEB NPAP1 OPA1 ORC1 PEX1 PIGA POR PRKAG2 PTPN23 PWAR1 PWRN1 RMRP RNU4ATAC RYR1 SCN4A SCYL2 SHPK SLC26A2 SNORD115-1 SNORD116-1 SON TPM2 TPM3 UQCC2 VARS1 ZNF699 HP_BRISK_REFLEXES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BRISK_REFLEXES AASS ADSL ALDH18A1 ALS2 ANO10 ATG5 ATP13A2 BCAT2 BSCL2 CADM3 CAMTA1 CARS1 CDC40 CHMP1A CNP COG5 COQ5 COQ8A COX10 COX11 COX5A DARS1 DLAT ELN ELOVL1 ERCC1 EXOSC9 FBLN5 FTL FUCA1 FUS GBA2 GCH1 GDAP2 GEMIN5 GLE1 GLYCTK GNS GRM1 GTPBP2 H4C5 HARS1 IER3IP1 IMPDH2 JAM2 KCNMA1 LETM1 LYRM7 MMAA MRPS25 MSTN MT-TL1 MT-TL2 MT-TN MT-TS1 NDUFA4 NDUFS8 NFIX NR4A2 PAK3 PARK7 PDE8B PEX16 PEX19 PIGA PITRM1 PKDCC PLA2G6 PMPCA POU4F1 PPIL1 PPP1R15B PRR12 REEP1 REPS1 RNASEH1 RNF170 SCN1A SET SIGMAR1 SLC16A2 SLC1A4 SLC39A14 SLC52A3 SLC6A5 SLC9A7 SMC5 SMG9 SPAST SPG11 SPTBN1 SPTLC1 SURF1 TBCD TH TMEM106B TRMT10A TSPOAP1 TUBGCP2 VCP VRK1 WDR4 WDR62 HP_BRITTLE_HAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BRITTLE_HAIR AARS1 ASL ATAD3A ATP6V0A2 ATP7A BCS1L BRAF CARS1 CBS CDH3 CDSN DSG4 EDA EDARADD ERCC2 ERCC3 GJA1 GJB6 GNPTAB GTF2E2 GTF2H5 GTPBP2 KRAS KREMEN1 KRT25 KRT71 KRT74 KRT81 KRT83 KRT85 KRT86 LIPH LPAR6 MAP2K1 MAP2K2 MPLKIP NECTIN1 NFIX OFD1 PORCN PQBP1 PRR12 RNF113A RPS23 SCUBE3 SEC23A SKIC2 SKIC3 SLC25A24 SPINK5 ST14 TARS1 TCHH TRNT1 ZMPSTE24 HP_BROAD_ALVEOLAR_RIDGES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BROAD_ALVEOLAR_RIDGES ARX ASXL1 ATP6V1B2 DHCR7 DIS3L2 FIG4 GJA1 GNS OFD1 RERE SETBP1 SH3PXD2B TBC1D24 VAC14 ZC4H2 HP_BROAD_BASED_GAIT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BROAD_BASED_GAIT ACTL6B ADGRG1 AP5Z1 ATCAY ATP10A BCL11A BCORL1 BICD2 CAD CAMTA1 CARS1 CCDC88C CDK10 CERT1 CHD3 CLTC COL9A2 COPB2 COQ2 CUL4B CWF19L1 DDX3X DEAF1 DLAT DNAJC12 DYRK1A EBF3 EGR2 EXT2 FLVCR1 FNIP1 GALC GBA1 GBA2 GNB2 GPT2 GTF2E2 GTPBP2 HACE1 HTT ITPR1 KCND3 KMT2A MAN1B1 MAP1B MECP2 MED12 MPV17 MPZ MTTP NAT8L NBEA NDUFAF2 NKX2-1 NRXN1 NSUN2 OCA2 PACS2 PEX5 PIEZO2 PIGL PLP1 PMP22 POLG PPM1D PPP1R15B PRDM13 PRX PURA RAB11B RAI1 RBM10 RFX7 RLIM RNASEH1 RNF113A RNU12 SATB2 SGCB SGCG SHANK3 SIM1 SLC6A8 SLC9A7 SMS SNRPN SNX14 SPTBN1 SPTBN2 SRCAP TBC1D23 TBP THRA TKFC TMEM106B TMEM222 TOP3A TPP1 TPR TRAPPC6B TRIM2 TRMT10A TRPV4 TWNK UBE3A UROC1 VCP VLDLR WASF1 WDR26 WDR81 XRCC4 YWHAG ZEB2 ZSWIM6 HP_BROAD_CHIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BROAD_CHIN DYRK1A EBF3 KANSL1 LMX1B SLC12A2 STEEP1 STXBP1 TAF1 WAC HP_BROAD_CLAVICLES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BROAD_CLAVICLES ARSK ATP7A MMP14 MMP2 MYSM1 PTDSS1 PTH1R SH3PXD2B SOST TRIP11 WNT7A HP_BROAD_COLUMELLA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BROAD_COLUMELLA ALX4 ATP6V1E1 CKAP2L CWC27 EXOSC2 FLI1 GJA1 H4C5 HDAC4 PIK3C2A PPP1R21 RDH11 RPS6KA3 ZSWIM6 HP_BROAD_DISTAL_PHALANX_OF_FINGER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BROAD_DISTAL_PHALANX_OF_FINGER AMMECR1 B3GALT6 B3GAT3 BGN CHST3 CREBBP DLK1 EP300 EXOSC2 FGFR2 FLNA FLNB GATAD2B GNAS GPC4 HOXD13 HS2ST1 IFT122 KIF22 MEG3 RNU4ATAC RTL1 SETD5 SMARCA2 WDR19 WLS HP_BROAD_DISTAL_PHALANX_OF_THE_TOES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BROAD_DISTAL_PHALANX_OF_THE_TOES FGFR1 FGFR2 HOXD13 HS2ST1 MED25 HP_BROAD_EYEBROW https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BROAD_EYEBROW BPTF CHD1 CREBBP DDB1 EIF5A EP300 FRA10AC1 HERC1 KMT2A MAF MAN1B1 MAPK1 NEPRO POLA1 POLR3A PYCR2 RERE SIN3A SLC35C1 SON SPATA5 SPTBN1 TRMT1 TTC5 ZEB2 HP_BROAD_FACE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BROAD_FACE ADNP AGA BRAT1 DDR2 DNM1 FLNA FLNB HDAC4 IDUA NFIA PDE4D PTCH1 RAI1 SNX14 TBL1XR1 TGFB3 UBE2A ZNF711 HP_BROAD_FEMORAL_NECK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BROAD_FEMORAL_NECK ACVR1 ARCN1 CANT1 CCN6 COG1 COL10A1 COMP DYM FZD2 MATN3 PTH1R RAB33B RAB3GAP2 SLC26A2 SLC39A13 TMEM53 UFSP2 HP_BROAD_FINGER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BROAD_FINGER ACAN ADAMTS10 ADNP ALX4 AMMECR1 ARHGEF2 ARX B3GALT6 B3GAT3 BGN BICRA BMP2 BMPR1A BPTF CASK CBFB CDC42BPB CDKL5 CHST3 COL10A1 COL2A1 CREBBP CTNNB1 DACT1 DHX30 DLK1 DMXL2 DNM1L DVL1 DVL3 EED EP300 EXOSC2 EXTL3 EZH2 FBN1 FGF9 FGFR1 FGFR2 FGFR3 FLNA FLNB G6PC3 GATA4 GATAD2B GDF5 GJA5 GJA8 GLI3 GNAO1 GNAS GPC3 GPC4 GRIN1 GRM7 H3-3A H3-3B HNRNPR HOXD13 HPGD HS2ST1 IFIH1 IFT122 INPPL1 KCNA1 KCNH1 KCTD1 KIF22 KNSTRN LIG4 LMBR1 MAN2C1 MAP3K7 MED12 MEG3 MEGF8 MEIS2 MSX2 NEPRO NEUROD2 NHS NOG NPR2 NSD1 NSUN2 NXN OFD1 OTUD6B PACS1 PCDHGC4 PIGP PIGQ PIK3CD PNKP POGZ PRKD1 PRKG2 PSMD12 PTEN PUF60 PYCR2 RAB23 RBM8A RLIM RNU4ATAC ROR2 RPS6KA3 RTL1 SALL1 SATB2 SCN1B SCN2A SETD5 SIAH1 SIK1 SLC25A22 SLC32A1 SMARCA2 SMO SMOC1 SNIP1 SRCAP SUMF1 SUZ12 TBCK TBX5 TRIM8 TRPM3 TTC26 TWIST1 USP9X WDR19 WLS WNT5A XYLT1 ZNF141 ZNF668 HP_BROAD_FIRST_METATARSAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BROAD_FIRST_METATARSAL ABCC9 CANT1 FGFR1 FGFR2 NEK1 TTC26 HP_BROAD_FOOT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BROAD_FOOT AIFM1 AIP ARL6 B3GLCT BBS1 BMPR1B CCDC28B CDC42BPB DYM DYNC1H1 EED EZH2 FGD1 FGFR1 GDF6 GPC3 GPC4 GPR101 LMBR1 MASP1 MSL3 NLRP3 NSD1 PDE4D PHF6 POGZ POR PTH1R RPL10 SLC26A2 SUZ12 TBL1XR1 TONSL XYLT1 HP_BROAD_FOREHEAD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BROAD_FOREHEAD ABL1 ACTG2 ACTL6B ADAMTS3 AIP ALDH18A1 AMMECR1 ANTXR1 B3GAT3 B4GALT7 BAZ1B BCL7B BMP1 BMP2 BRAF BRPF1 BUD23 CAMTA1 CASK CBL CCBE1 CCDC22 CCDC8 CCNQ CDC42BPB CDH11 CDH2 CDKL5 CHST14 CHST3 CITED2 CKAP2L CLIP2 COLEC11 CUL7 CUX1 DEAF1 DLK1 DLL3 DNAJC30 DNMT3A DPH5 DPP9 EBF3 EED EIF4H ELN EMC10 EZH2 FAT4 FBLN5 FBN1 FGD1 FGFR2 FGFR3 FKBP6 FLCN FLII FLNA FLT4 FUT8 GATA4 GATA5 GATA6 GATAD2B GDF1 GJA5 GPC3 GPC4 GPR101 GTF2I GTF2IRD1 GTF2IRD2 HBA1 HBA2 HECTD4 HES7 HOXB1 HRAS IDH1 IFIH1 IGBP1 IQSEC2 JAG1 JARID2 KANSL1 KCNH1 KCNJ2 KCNJ5 KDR KIF7 KRAS LFNG LIMK1 LRP2 LRP5 MADD MAN2B1 MAP2K1 MBD5 MED13L MEF2C MEG3 MESP2 METTL27 MKS1 MLXIPL NAA10 NALCN NARS1 NCF1 NF1 NFIA NFIX NIPA1 NIPA2 NKX2-5 NKX2-6 NOTCH2 NRAS NSD1 OBSL1 ODC1 PAK1 PCGF2 PEX3 PIGN PIGU PIK3CA POGZ POLE POLR3A PPM1D PPP2CA PRIM1 PRKACB PSPH PTDSS1 PTEN PTPN11 PYCR1 RAI1 RBM8A RECQL4 RFC2 RIPPLY2 RLIM RNF135 ROBO1 RPL10 RTL1 RUNX2 RYR3 SATB2 SCNM1 SETBP1 SH2B1 SH3PXD2B SHOC2 SIM1 SIN3A SKIC2 SKIC3 SLC25A24 SLC6A8 SMAD2 SPTBN1 STEEP1 STX1A SUZ12 TAB2 TAFAZZIN TBC1D7 TBCK TBL2 TBX1 TCEAL1 TCF12 TCTN2 TENT5A TET3 TFAP2B THOC2 THOC6 TMEM270 TRPM3 TTC5 TUBG1 TWIST1 UNC80 VPS37D WAC WASHC5 WBP11 YY1 ZBTB20 ZFPM2 ZIC1 ZIC2 HP_BROAD_HALLUX_PHALANX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BROAD_HALLUX_PHALANX ABCC9 BMP2 CREBBP CTCF DACT1 EFNB1 EP300 FGFR1 FGFR2 FLI1 GATA4 GLI3 GPC4 HOXD13 KCNJ8 NXN ROR2 SALL1 SALL4 SATB2 SUMF1 HP_BROAD_ISCHIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BROAD_ISCHIA ALG9 COL11A1 EXTL3 LIFR TMEM53 HP_BROAD_JAW https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BROAD_JAW AIP ANO5 GPR101 LRP5 SH3BP2 SNIP1 HP_BROAD_LONG_BONES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BROAD_LONG_BONES ABCC9 ACAN ADAMTS10 ADNP ALX4 AMMECR1 ARX B3GALT6 B3GAT3 BGN BICRA BMP2 BMPR1A BPTF CASK CBFB CDKL5 CHST3 COL10A1 COL11A1 COL1A1 COL1A2 COL2A1 CREBBP CTCF DACT1 DDR2 DHX30 DLK1 DMXL2 DNM1L DNMT3A DVL1 DVL3 EED EFNB1 EP300 EXOSC2 EXTL3 EZH2 FBN1 FGF9 FGFR1 FGFR2 FGFR3 FLI1 FLNA FLNB G6PC3 GATA4 GATAD2B GDF5 GJA1 GJA5 GJA8 GLI3 GNAO1 GNAS GPC3 GPC4 GPC6 GRIN1 GRM7 H3-3A H3-3B HHAT HNRNPR HOXD13 HPGD HS2ST1 HSPG2 IFIH1 IFT122 INPPL1 KCNA1 KCNH1 KCNJ8 KCTD1 KIF22 KNSTRN LIG4 LMBR1 LYSET MAN2C1 MAP3K7 MED12 MED25 MEG3 MEGF8 MEIS2 MSX2 NEPRO NEUROD2 NOG NPR2 NSD1 NSUN2 NXN OFD1 OTUD6B PACS1 PCDHGC4 PDE4D PIGP PIGQ PIK3CD PNKP POGZ PRKD1 PRKG2 PSMD12 PTEN PUF60 PYCR2 RAB23 RAB33B RBM8A RLIM RNU4ATAC ROR2 RTL1 SALL1 SALL4 SATB2 SCN1B SCN2A SETD5 SHOX SIAH1 SIK1 SLC25A22 SLC26A2 SLC32A1 SLC35D1 SMARCA2 SMO SMOC1 SNIP1 SRCAP SUMF1 SUZ12 TBX5 TRIM8 TRPM3 TTC26 TWIST1 USP9X WDR19 WLS WNT5A XYLT1 ZNF141 ZNF668 HP_BROAD_METACARPALS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BROAD_METACARPALS ADAMTS10 BGN BMPR1B DDR2 DNMT3A EXTL3 FBN1 FGFR1 GDF5 GLB1 GNAS IFT140 IHH MMP14 MMP2 NPR2 PDE4D SLC26A2 TFE3 HP_BROAD_METATARSAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BROAD_METATARSAL ABCC9 ADAMTS10 CANT1 FBN1 FGFR1 FGFR2 MMP2 NEK1 NPR2 PDE4D PTH1R RAB33B TTC26 HP_BROAD_NAIL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BROAD_NAIL CLEC7A FHL1 HPGD IFT43 IHH IKBKG IL17F IL17RA IL17RC TRAF3IP2 HP_BROAD_NASAL_TIP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BROAD_NASAL_TIP ABCC9 ADAMTS18 ADNP AGL AIFM1 ALX3 ALX4 APC ARID1A ARID1B ARID2 ARSL ASXL2 ASXL3 ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 BCOR BPTF CASK CCNK CCNQ CDC42BPB CDH11 CDK10 COG6 CPLANE1 CTCF CTNNB1 DOCK7 DPF2 DPYD DYRK1A EBF3 EIF2S3 ELN EXOSC2 EXT2 EXTL3 FAM149B1 FBXO28 FLNB FOXP1 FREM1 GATAD2B GLB1 GPAA1 H4C3 H4C5 HDAC4 HDAC8 HNRNPK HRAS HS2ST1 HUWE1 IDUA IGF1R KAT6A KCNH1 KCNK9 KCNN3 KDM3B KDM6A KIAA0753 KIF11 KIF7 KMT2A KNSTRN KPTN LAS1L LRP2 LTBP1 MAP3K7 MCTP2 METTL5 MLXIPL MYMK NACC1 NRAS NSD1 NXN OFD1 PDE6D PGAP2 PGAP3 PHF21A PHF8 PHIP PIGO PIGQ PIGV PIK3CD POC1A POGZ PORCN PPP2CA PRKAR1A PRKAR1B PRMT7 PTPRF PUF60 PURA QRICH1 RAB3GAP1 RAB3GAP2 RARB RFX7 RHOBTB2 RNF135 RPS6KA3 RYR1 SATB2 SET SETBP1 SETD2 SH3PXD2B SIX2 SMARCA4 SMARCAL1 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMG9 SNRPN SOX11 SOX4 SRCAP SUPT16H TAF1 TBC1D24 TBL1XR1 TBX2 TCTN3 TFAP2A TFAP2B TLK2 TMEM216 TOE1 TOPORS TPR TWIST1 WAC WASHC4 XRCC4 YY1 ZBTB20 ZMYM2 ZSWIM6 HP_BROAD_NECK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BROAD_NECK B3GLCT BPTF CCDC22 COG1 DHX37 FHL1 HES7 HYLS1 IGBP1 MAPRE2 MED12 MEGF8 NF1 NUP88 PHGDH POLE PPP1CB PSMD12 RAPSN RPS26 RPS28 SLC2A1 SVIL TECPR2 TOGARAM1 TWIST1 UBE2A WNT7A ZMYM2 HP_BROAD_PALM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BROAD_PALM ADAMTS10 AIFM1 ASXL1 B3GLCT BCOR COL2A1 DDR2 DHX30 DYM DYNC1H1 FBN1 FGD1 FGFR1 FHL1 GATA1 GNS GPC3 GPC4 IFT80 IHH KDM6B LBR PIGA PPP2R3C PRKAR1A PTH1R RAI1 RPS6KA3 SLC35C1 SPECC1L TBL1XR1 TONSL HP_BROAD_PHALANGES_OF_THE_HAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BROAD_PHALANGES_OF_THE_HAND ACAN ADAMTS10 ADNP ALX4 AMMECR1 B3GALT6 B3GAT3 BGN BICRA BMP2 BMPR1A BPTF CBFB CDKL5 CHST3 COL10A1 COL2A1 CREBBP DACT1 DHX30 DLK1 DNM1L DVL1 DVL3 EED EP300 EXOSC2 EXTL3 EZH2 FBN1 FGF9 FGFR1 FGFR2 FGFR3 FLNA FLNB G6PC3 GATA4 GATAD2B GDF5 GJA5 GJA8 GLI3 GNAS GPC3 GPC4 H3-3A H3-3B HNRNPR HOXD13 HPGD HS2ST1 IFIH1 IFT122 INPPL1 KCNH1 KCTD1 KIF22 KNSTRN LIG4 LMBR1 MAN2C1 MAP3K7 MED12 MEG3 MEGF8 MEIS2 MSX2 NEPRO NOG NSD1 NSUN2 NXN OFD1 OTUD6B PACS1 PCDHGC4 PIK3CD POGZ PRKD1 PRKG2 PSMD12 PTEN PUF60 PYCR2 RAB23 RBM8A RLIM RNU4ATAC ROR2 RTL1 SALL1 SATB2 SETD5 SIAH1 SMARCA2 SMO SMOC1 SNIP1 SRCAP SUMF1 SUZ12 TBX5 TRPM3 TTC26 TWIST1 USP9X WDR19 WLS WNT5A XYLT1 ZNF141 ZNF668 HP_BROAD_PHALANX_OF_THE_TOES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BROAD_PHALANX_OF_THE_TOES ABCC9 ARX BMP2 BMPR1A CASK CDKL5 CREBBP CTCF DACT1 DMXL2 EFNB1 EP300 FGFR1 FGFR2 FLI1 GATA4 GLI3 GNAO1 GPC4 GRIN1 GRM7 HOXD13 HS2ST1 KCNA1 KCNJ8 MED25 NEUROD2 NXN PIGP PIGQ PNKP PTEN ROR2 SALL1 SALL4 SATB2 SCN1B SCN2A SIK1 SLC25A22 SLC32A1 SUMF1 TRIM8 WDR19 HP_BROAD_PHILTRUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BROAD_PHILTRUM ALX4 ANO1 AP2M1 ARID1A ARID1B ARID2 CDH11 CHD2 COLEC11 DPF2 ERMARD FGD1 H3-3A KCNK9 KMT2D MAF NEXMIF PGAP2 PGAP3 PIGL PIGO PIGV PIGW PIGY RAC3 ROBO1 SCN1A SLC2A1 SLC6A1 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SNX14 SOX11 SOX4 SPTBN1 SYNGAP1 TBL1XR1 TMCO1 WDR35 ZNF462 HP_BROAD_RIBS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BROAD_RIBS ABCC9 ADAMTS10 AMER1 ARSB ARSK ATP7A COL11A1 COL11A2 COMP DYM FBN1 GLB1 GNPTAB GUSB IL1RN KCNJ8 NEK9 PTDSS1 PTH1R SERPINH1 SETBP1 SMAD4 SOST TFE3 TMEM53 WNT7A XYLT1 HP_BROAD_THUMB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BROAD_THUMB ACAN ADNP ALX4 B3GAT3 BICRA BMP2 BMPR1A BPTF CBFB CHST3 COL2A1 CREBBP DACT1 DHX30 DNM1L DVL1 DVL3 EED EP300 EXOSC2 EZH2 FGF9 FGFR1 FGFR2 FGFR3 FLNA FLNB G6PC3 GATA4 GDF5 GJA5 GJA8 GLI3 GNAS GPC3 GPC4 H3-3A H3-3B HNRNPR HOXD13 HPGD INPPL1 KCNH1 KCTD1 LIG4 LMBR1 MAN2C1 MAP3K7 MED12 MEGF8 MEIS2 MSX2 NOG NSD1 NSUN2 NXN OFD1 OTUD6B PACS1 PCDHGC4 POGZ PRKD1 PRKG2 PSMD12 PTEN PUF60 PYCR2 RAB23 RBM8A RLIM ROR2 SALL1 SATB2 SIAH1 SMO SMOC1 SNIP1 SRCAP SUMF1 SUZ12 TBX5 TRPM3 TTC26 TWIST1 USP9X WNT5A XYLT1 ZNF668 HP_BROAD_TOE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BROAD_TOE ABCC9 ACAN ADNP ALDH6A1 ASPH BCOR BMP2 BMPR1B BPTF C2CD3 CCDC22 CHST11 COL2A1 CREBBP CSNK2A1 DLX5 DNM1L DVL1 EBP EFNB1 EP300 FGF9 FGFR1 FGFR2 FGFR3 FLNA GATA6 GDF5 GJA5 GJA8 GLI3 GPC3 GPC4 HNRNPR HOXD13 HPGD IFT122 IL11RA KCNH1 KIAA0753 KMT2B KMT2D LBR LRP4 MED12 MEIS2 NAA10 NBAS NEK1 NKX2-5 NKX2-6 NOG NPR2 NXN PDE4D PIGL PIGO PPP2R1A PRKG2 PUF60 PYCR2 RHOA ROR2 SATB2 SCNM1 SETBP1 SF3B4 SIAH1 SMARCA2 SMC1A SUMF1 TAF6 TBCK TBX1 TNNT3 TRPM3 TWIST1 UBE2A USP9X WDPCP WNT5A ZEB2 ZMIZ1 ZMYM2 HP_BRONCHIAL_WALL_THICKENING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BRONCHIAL_WALL_THICKENING ABCA3 AGR2 FNIP1 HYDIN PAK2 SFTPC TTC26 HP_BRONCHIECTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BRONCHIECTASIS ABCA3 AGR2 ALDH18A1 ARHGEF1 ARL2BP ATM ATP11A B2M BACH2 BLM BLNK BTK BTNL2 C1QB CARD10 CARD11 CARMIL2 CCDC103 CCDC39 CCDC40 CCDC65 CCNO CD19 CD79A CD79B CD81 CD8A CEACAM3 CEACAM6 CFAP221 CFAP298 CFAP300 CFAP74 CFTR CLCA4 CR2 CTLA4 CXCR4 DCTN4 DIAPH1 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAL1 DNMT3B DOCK8 DPP9 DRC1 DSP EDNRA ELN EMILIN1 FAM13A FBLN5 FCGR2A FNIP1 FOXJ1 GAS2L2 GAS8 GCLC GSTM3 HFE HLA-DRB1 HMOX1 HYDIN ICOS IGHG2 IGHM IGKC IGLL1 IL21R IL6ST IRF2BP2 IRF8 IRF9 KCNN4 LAT LRBA LRRC56 LRRC8A MAGT1 MALT1 MCIDAS MIF MPEG1 MS4A1 MUC5B NBN NCKAP1L NDUFA6 NEK10 NFKB1 NFKB2 NME5 NME8 ODAD1 ODAD2 ODAD3 ODAD4 OFD1 PARN PGM3 PI4KA PIK3CD PIK3R1 POLA1 POLE PRKCD PTEN RAC2 RASGRP1 RIN2 RIPK1 RPGR RSPH1 RSPH3 RSPH4A RSPH9 RTEL1 SASH3 SCNN1A SCNN1B SCNN1G SERPINA1 SFTPA1 SFTPA2 SFTPC SLC11A1 SLC26A9 SLC29A3 SLC34A2 SLC39A7 SLC41A1 SLC6A14 SLC9A3 SLF2 SPAG1 SPEF2 SPI1 STAT1 STK36 STK4 STN1 STX1A STX3 SYK TAP1 TAP2 TAPBP TCF3 TERC TERT TET2 TGFB1 TNFRSF13B TNFRSF13C TNFRSF9 TNFSF12 TOM1 TP73 TPP2 TTC12 UNC119 WDR1 ZMYND10 ZNF341 HP_BRONCHITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BRONCHITIS ALMS1 ATM BLM CACNA1C CARMIL2 CCDC39 CCDC40 CCDC65 CD19 CD79A CD79B CD81 CFAP298 CFTR CR2 CRLF1 DNAAF1 DNAAF11 DNAAF4 DNAAF5 DNAH7 DNAI1 DNAJB13 DNMT3B DPP9 EGFR FCHO1 GAS8 GNPTAB GUSB HLA-DQA1 HLA-DQB1 HYDIN ICOS IGHG2 IGKC IL10RB IL17RA IL2RG IRF2BP2 MAGT1 MGP MS4A1 NBN NFKB1 NFKB2 NOS1 ODAD2 ODAD3 PRKCD RAC2 RFX7 RNF168 RPGR RSPH4A SCNN1A SCNN1B SCNN1G SERPINA1 SLC34A2 SMARCA2 SPAG1 SYK TAFAZZIN TAP1 TAP2 TAPBP TNFRSF13B TNFRSF13C TNFSF12 TRAF3IP1 USP26 ZBTB24 ZMYND10 HP_BRONCHOCONSTRICTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BRONCHOCONSTRICTION ALOX5 CCL11 GALNS HLA-G HNMT IL13 MUC7 PLA2G7 PTGER2 SCGB3A2 TBX21 TNF HP_BRONCHOMALACIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BRONCHOMALACIA EHMT1 ERF FGFR1 FGFR2 FLNB GMNN HRAS IDS IL6ST KAT6A KRT14 KRT5 LTBP4 MYH11 MYRF ORC4 ORC6 POR RAC1 SCUBE3 SLC26A2 SOX9 ZNF699 HP_BRONCHOSPASM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BRONCHOSPASM AARS1 ACAN ATRX CARS1 DAXX ERCC2 ERCC3 GTF2E2 GTF2H5 MPLKIP RNF113A SDHD TARS1 TSPYL1 HP_BRUISING_SUSCEPTIBILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BRUISING_SUSCEPTIBILITY ABCC6 ACTA2 ADAMTS2 AEBP1 AIP ANKRD26 ARMC5 ATP7A ATP7B ATRX B3GALT6 BCOR BGN BLOC1S3 BLOC1S5 BRAF C1R C1S CASP10 CDH23 CHST14 CLCN7 COL1A1 COL1A2 COL3A1 COL5A1 COL5A2 CREB3L1 DSE DTNBP1 ELN EMILIN1 ENPP1 ETV6 F10 F13A1 F13B F2 F5 F7 F8 FANCA FANCC FANCD2 FANCE FAS FASLG FBN1 FCGR2C FGA FGB FGG FIP1L1 FKBP10 FKBP14 FLNA FOXE3 FUCA1 GATA1 GATA2 GBA1 GFI1B GGCX GNAS GP1BA GP1BB GP6 GP9 GSN HBA1 HBA2 HEY2 HPS1 HPS3 HPS4 HPS5 HPS6 IPO8 IRF2BP2 ITGA2B ITGB3 JAK2 KRAS LMAN1 LOX LYST MAP2K1 MAPK1 MAT2A MCFD2 MFAP5 MPL MTAP MYH11 MYH9 MYLK NABP1 NBEAL2 NFIX NPM1 NR3C1 NTRK1 NUMA1 P2RY12 PDE11A PLAU PLEC PLOD1 PLOD3 PML PRDM5 PRF1 PRKACA PRKAR1A PRKCD PRKG1 PTPN11 PYCR1 RARA RASGRP1 RASGRP2 RIN2 RUNX1 SCARB2 SERPINF2 SIK3 SLC2A10 SLC37A4 SLC39A13 SLC51A SLFN14 SMAD2 SMAD3 SMAD4 SNX10 SOS1 SPRED2 STAT3 STAT5B STIM1 STX11 STXBP2 TBL1XR1 TBXA2R TCIRG1 TET2 TGFB2 TGFB3 TGFBR1 TGFBR2 THSD4 TNFRSF1A TNFSF11 TNXB TP53 UNC13D USP48 USP8 VWF WAS WIPF1 ZBTB16 ZNF469 HP_BRUSHFIELD_SPOTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BRUSHFIELD_SPOTS GATA1 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PRR12 HP_BRUXISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BRUXISM ADNP AFF3 ANK3 ATG7 CACNA1B CACNA2D1 CAMK2B CDKL5 CERT1 DHX30 EEF1A2 FOXG1 GABBR2 GNB2 GRIN1 H4C5 HNRNPK HTT KIF15 MBD5 MECP2 NEXMIF NTNG2 PDE2A PGAP3 PUS7 RHOBTB2 SHANK3 SPTBN1 TRAPPC9 VPS13A ZBTB18 ZEB2 HP_BUDD_CHIARI_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BUDD_CHIARI_SYNDROME CD55 F5 JAK2 MPL PIGA TERC TERT TET2 TINF2 HP_BULBAR_PALSY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BULBAR_PALSY ABCD1 ACTA1 AGRN AR ARSA ATXN1 BICD2 CHAT CHCHD10 CHRNA1 CHRNE COL13A1 DES DNAJB6 DOK7 FUS GIPC1 GSN HK1 LMOD3 MATR3 MTRFR MYO9A NEB PET100 PLAA SLC18A3 SLC25A1 SLC52A2 SLC52A3 SLC5A7 SNAP25 SQSTM1 SYT2 TARDBP TBK1 TIA1 TK2 TPM3 TRPM7 VAMP1 VCP HP_BULBAR_SIGNS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BULBAR_SIGNS ACTA1 ALS2 ARSA ATP1A2 ATP1A3 ATXN1 CACNA1A CHCHD10 FIG4 FUS GBA1 GFAP GSN KBTBD13 KLHL41 MATR3 MT-ATP6 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TK MT-TL1 MT-TV MT-TW MYPN NEB NEK1 PLA2G6 PLAA PSAP REEP1 RYR1 SIGMAR1 SLC1A3 SLC39A14 SPG11 SPTLC1 TFG TPM2 TPM3 VAPB HP_BULBOUS_NOSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BULBOUS_NOSE ABCA5 ACTL6B AFF3 AGO1 ALDH1A2 ALDH6A1 ALG3 AP4B1 AP4E1 AP4M1 AP4S1 ARVCF ASXL3 ATN1 ATP6V1A ATP6V1B2 BICRA BRAF C2CD3 CAMTA1 CCDC47 CCDC8 CCNQ CDC42 CDH11 CDK13 CDK19 CEP55 CEP57 CIT CLCN3 CLIC2 CLP1 CLPB COL11A2 COL18A1 COL1A2 COMT CPLX1 CPT2 CSF1R CUL4B CUL7 CUX1 DDX3X DGCR2 DGCR6 DGCR8 DLX4 DOCK6 DOCK7 DYNC1I2 DYRK1A EBP ECE1 ECEL1 EDEM3 EFEMP2 EIF5A ESS2 EXT1 EXT2 EXTL3 FBN1 FBXL3 FBXO31 FMR1 FOXG1 FRA10AC1 FREM1 GJA5 GJA8 GP1BB H4C5 HECW2 HIRA HK1 HUWE1 INTS1 JAG1 JARID2 JMJD1C KANSL1 KAT5 KAT6B KATNB1 KCNH1 KCNJ2 KCNJ5 KCNMA1 KCNN3 KDM4B KDM5B KIF15 KIFBP KMT2A KMT2B KMT2D LMX1B LTBP3 MAN1B1 MAP3K7 MBD5 MED12 MED12L MED13L MESD MIPEP MMP2 MPDZ MRAS MTX2 MYO18B NANS NHEJ1 OBSL1 ODC1 PACS1 PGAP2 PGAP3 PGM2L1 PIGL PIGO PIGV PIGW PIGY POR POU4F1 PQBP1 PYCR1 PYCR2 QRICH1 RAD21 RBMX RERE RNU4ATAC RREB1 RUSC2 SATB2 SC5D SCYL2 SEC24C SETD5 SHANK3 SIM1 SLC25A46 SLC35C1 SLX4 SMARCA2 SMARCAL1 SMARCD1 SMC3 SMC5 SMG8 SMPD4 SMS SNIP1 SNX14 SOX5 SPEN SPOP SPRTN SPTBN1 SRCAP SRD5A3 STAG2 STXBP1 TAF1 TBC1D23 TBC1D24 TBCK TBX1 TBX4 TCF20 TMEM231 TONSL TRIO TRPM3 TRPS1 TRRAP TUBGCP2 TWIST2 UFD1 UNC80 USP9X WAC WDR62 YY1 ZMYM2 ZNF292 HP_BULIMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BULIMIA MAGEL2 NDN NEXMIF OCA2 PDSS1 SNRPN HP_BULL_S_EYE_MACULOPATHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BULL_S_EYE_MACULOPATHY ABCA4 CLN3 CRLS1 HARS1 IMPDH1 MAK MFSD8 PROM1 RAX2 RP2 TLCD3B TMCO1 VPS13B HP_BUNDLE_BRANCH_BLOCK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BUNDLE_BRANCH_BLOCK ABCC9 ACTC1 AKAP9 ATP6V1A ATP6V1E1 BANF1 BRAF CACNA1C CACNA2D1 CACNB2 CDH2 CITED2 CNBP CTNNA3 DMPK DSG2 DYSF EXOSC5 FHL1 FLNC GATA4 GATA6 GLA GNAI2 GPC3 GPC4 GPD1L GYG1 HCN4 JUP KCND3 KCNE3 KCNE5 KCNJ8 KCNK3 LDB3 LEMD2 LMNA LMOD2 MT-CYB MYBPC3 MYH6 MYH7 MYL2 MYOZ2 NKX2-5 NPPA PIGU PKP2 PLEC POLG2 POMT2 PPP1CB PRKAG2 PSEN1 PSEN2 PTPN11 RAF1 RANGRF RNASEH1 SCN10A SCN1B SCN2B SCN3B SCN5A SCNN1A SEMA3A SLMAP TBX20 TLL1 TNNC1 TNNI3K TNNT2 TRPM4 HP_BUPHTHALMOS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BUPHTHALMOS ADAMTSL1 AKT1 ATOH7 CYP1B1 DAG1 FGFR2 FKRP FKTN FUT8 FZD4 GLIS3 GNAQ LARGE1 LTBP2 MAB21L1 NCAPG2 NDP OCRL POMGNT1 POMT1 POMT2 PTEN PXDN SBF2 SH3PXD2B SIX6 TWIST1 HP_BURKITT_LYMPHOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BURKITT_LYMPHOMA CASP10 FAS FASLG MYC NFATC2 PRKCD RASGRP1 RHOH SH2D1A XIAP HP_BUTTERFLY_VERTEBRAE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_BUTTERFLY_VERTEBRAE ALG12 ARSL COG1 CSGALNACT1 FOXF1 HAAO IPO8 KDM6A KMT2D LAMA5 MBTPS2 NKX3-2 OTUD5 RIPPLY2 SC5D SIX6 SOX2 SOX5 STAG2 TBX6 WBP11 HP_B_CELL_LYMPHOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_B_CELL_LYMPHOMA ADA ATM BCL10 BIRC3 CASP10 CCND1 FAS FASLG FCHO1 FOXP1 IKZF3 ITK MAGT1 MALT1 NBN NFATC2 PIK3R1 PRKCD PTPRC RASGRP1 SYK HP_B_LYMPHOCYTOPENIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_B_LYMPHOCYTOPENIA ADA ALG12 ARHGEF1 ATP11A B2M BTK CD79A CD79B DCLRE1B DCLRE1C DOCK8 FCHO1 FNIP1 GATA2 GFI1 ICOS IGHM IGLL1 IKBKG IKZF1 IKZF3 IL2RA IVNS1ABP JAK3 KNSTRN LRBA MCM10 MYD88 MYSM1 NBN NFKB2 NHEJ1 PIK3CD PIK3R1 POMP PRIM1 PRKDC PTEN PTPRC RAC2 RAG1 RAG2 REL RIPK1 SASH3 SLC39A7 SPI1 STAT1 SYK TCF3 TLR8 TNFRSF9 TOM1 TRNT1 UNC119 WDR1 ZBTB24 HP_C1_C2_SUBLUXATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_C1_C2_SUBLUXATION ARSL COL2A1 DDR2 IDUA MADD MMP2 HP_C1_C2_VERTEBRAL_ABNORMALITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_C1_C2_VERTEBRAL_ABNORMALITY ARSL COL2A1 DDR2 FN1 IDUA MADD MMP2 SKI HP_CACHEXIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CACHEXIA ACADM AKT1 ALS2 ATR ATRIP BMPR1A CALR CENPE CENPJ CEP152 CFTR CNTNAP1 CUL4B DNA2 ERCC2 ERCC3 ERCC4 ERCC5 EWSR1 FOXP3 FUS GALC GBA1 GFAP HSPG2 IRF4 JAK2 LIG3 LIPA LMNA LPIN2 MAFB MECP2 MPL NALCN NBN NDP NUP85 PCNT PLK4 POLG PSAP PTEN RBBP8 RRM2B SCNN1A SCNN1B SCNN1G SIGMAR1 SLC6A8 SLC9A6 SPG11 SPTLC1 STUB1 SUCLA2 TET2 TGFB1 TRAIP TRIM37 TRPV4 TYMP UNC80 WT1 HP_CAESARIAN_SECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CAESARIAN_SECTION AGTPBP1 ARSB ASXL3 CACNA1D CYP11B1 CYP11B2 MCM4 MTM1 OPA1 POLR3A POR PTCD3 SATB1 TAF1 TAOK1 HP_CAFE_AU_LAIT_SPOT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CAFE_AU_LAIT_SPOT ABCB6 ABCC9 AKT1 ANAPC1 APC ARL6IP6 ATM BLM BRAF BRCA1 BRCA2 BRIP1 BUB1 BUB1B BUB3 CBL CDKN1C CEP57 CIB1 CLCN7 COL25A1 COPB1 CREBBP CWC27 DHX30 EP300 ERCC4 ESCO2 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM GNA11 GNB2 H4C5 HEPACAM HMGA2 IFNG IGF1 IGF2 IL7 KANSL1 KDM5C KDM6A KDM6B KITLG KLLN KMT2D KRAS LZTR1 MAD2L2 MAN1B1 MAP2K1 MAP2K2 MAPK1 MAX MED12 MEN1 MLH1 MSH2 MSH6 MTOR NBN NF1 NF2 NRAS PALB2 PCNT PDE11A PHIP PIK3CA PLAG1 PLXND1 PMS2 POLE PPP1CB PRKAR1A PTEN PTPN11 RAD51 RAD51C RAF1 RBBP8 RERE RET REV3L RFWD3 RFX7 SDHB SDHC SDHD SEC23B SET SETBP1 SH3PXD2B SHOC2 SKIC2 SKIC3 SLC9A1 SLF2 SLX4 SMARCA2 SOX10 SPRED1 STEAP3 TMC6 TMC8 TMEM127 TOP3A TP63 TRIP13 TSC1 TSC2 TWIST2 UBE2T UBR1 USF3 VHL WASF1 WBP11 XRCC2 ZFHX4 HP_CALCIFICATION_OF_CARTILAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CALCIFICATION_OF_CARTILAGE ABCC6 ANKH DDR2 ENPP1 HGD LBR MGP PEX2 PEX5 SLC26A2 TNFRSF11B ZBTB20 HP_CALCIFICATION_OF_FALX_CEREBRI https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CALCIFICATION_OF_FALX_CEREBRI ABCC6 COL11A1 DDR2 PTCH1 SUFU ZSWIM6 HP_CALCIFICATION_OF_THE_AORTA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CALCIFICATION_OF_THE_AORTA ABCC6 ABCG5 ABCG8 ADAR APOB ENPP1 GATA5 GBA1 IFIH1 LDLR LDLRAP1 LSM11 NKX2-5 NOTCH1 PCSK9 RNASEH2A RNASEH2B RNASEH2C RNU7-1 SAMHD1 SLC34A2 SMAD6 TREX1 HP_CALCIFIC_STIPPLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CALCIFIC_STIPPLING EBP GNPAT HSD17B4 PEX2 PEX5 HP_CALCINOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CALCINOSIS AGXT ANAPC1 CASR GALNT3 GEMIN4 GNAS LBR LMNA RECQL4 SAMD9 STX16 ZMPSTE24 HP_CALCIUM_NEPHROLITHIASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CALCIUM_NEPHROLITHIASIS ADCY10 AGXT GRHPR HOGA1 OPLAH SLC26A1 SLC34A2 SLC34A3 SLC36A2 TBC1D7 HP_CALCIUM_OXALATE_NEPHROLITHIASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CALCIUM_OXALATE_NEPHROLITHIASIS ADCY10 AGXT GRHPR HOGA1 OPLAH SLC26A1 SLC36A2 TBC1D7 HP_CALF_MUSCLE_PSEUDOHYPERTROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CALF_MUSCLE_PSEUDOHYPERTROPHY ANO5 CAV3 CRPPA DAG1 DMD FKRP GMPPB MYH7 NEB POMGNT1 POMK POMT1 POMT2 PPARG SGCA SGCB SGCG TRIM32 HP_CALVARIAL_HYPEROSTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CALVARIAL_HYPEROSTOSIS AKT1 COL1A1 COX4I2 HNRNPA1 HNRNPA2B1 IDUA PRKAR1A PTEN SLC39A14 VCP HP_CALVARIAL_OSTEOSCLEROSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CALVARIAL_OSTEOSCLEROSIS ANKH AP1S2 DVL1 FAM111A KL LRP5 TBCE TCIRG1 HP_CALVARIAL_SKULL_DEFECT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CALVARIAL_SKULL_DEFECT ALX4 ARHGAP31 BMS1 COL18A1 CPLX1 CTBP1 DLL4 DOCK6 EOGT FRAS1 FREM2 GRIP1 HSPG2 ITGB4 KCTD1 LBR LETM1 NELFA NOTCH1 NSD2 PAK2 PIGG PLEC RBPJ UBA2 UBR1 WNT7A HP_CAMPTODACTYLY_OF_TOE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CAMPTODACTYLY_OF_TOE BCOR CHRNG DSP FGFR3 FHL1 FLNA GLI3 IPO8 JUP MMP2 MYL11 PHF6 PIEZO2 PPP2R5D PRG4 SCARF2 HP_CAPILLARY_FRAGILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CAPILLARY_FRAGILITY ATRX BRAF CDH23 NR3C1 TP53 USP48 USP8 HP_CAPILLARY_HEMANGIOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CAPILLARY_HEMANGIOMA AKT1 ANTXR1 ARL6IP6 ATP6V1B2 CCND1 CD96 CREBBP DHCR7 DIS3L2 DVL1 DVL3 EIF2AK4 EP300 EPHB4 ESCO2 EXTL3 FGFR1 FLT4 FZD2 GLI3 GNA11 GNAQ HS2ST1 KDR KRAS MGAT2 POR PTEN PUF60 RASA1 RBM8A RECQL4 SEC23A TBC1D24 TRPM3 VHL WNT5A HP_CAPILLARY_MALFORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CAPILLARY_MALFORMATION ASXL1 ASXL2 BAZ1B BCL7B BUD23 CDK10 CDK13 CDKN1C CLIP2 CYP1B1 DIS3L2 DNAJC30 DVL1 DVL3 EDEM3 EIF2AK4 EIF4H ELN EPHB4 FGFR1 FKBP6 FRA10AC1 FZD2 GNAQ GTF2I GTF2IRD1 GTF2IRD2 H19 IGF2 KCNQ1 KCNQ1OT1 KRAS LBR LIMK1 LTBP2 MED25 METTL27 MLXIPL MTOR MYOC NAA10 NCF1 NEK9 NF1 NOTCH1 NXN PIK3CA PLP1 PUF60 RASA1 RBM8A RFC2 ROR2 SETBP1 SLC26A2 SMC3 STAMBP STX1A TBL2 TEK TGFB3 TMEM270 TRIM37 VPS37D WNT5A HP_CARCINOID_TUMOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CARCINOID_TUMOR APC ATRX CDKN1A CDKN1B CDKN2B CDKN2C DAXX IFNG LMNA MEN1 SDHD TSC1 TSC2 HP_CARCINOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CARCINOMA APC CDKN1B DKC1 NLRP1 POLE PTEN RSPO1 HP_CARDIAC_ARREST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CARDIAC_ARREST ABCA12 ABCA3 ABCC6 ABCC9 ABCG5 ABCG8 ACAD9 ACADVL ACTC1 ACTN2 AGK AKAP9 AKT1 ALG10B ALPK3 ANK2 APOB BAZ1B BCL7B BUD23 C1QBP CACNA1C CACNA2D1 CACNB2 CALM1 CALM2 CALM3 CASQ2 CAV3 CLCF1 CLIP2 CPT1A CRLF1 CRLS1 CSRP3 DES DNAJC19 DNAJC30 DPP6 DSC2 DSG2 DSP DTNA EIF4H ELN EMD ENPP1 EYA4 FHL1 FHOD3 FKBP6 FLNC GBA1 GNAI2 GNB2 GPD1L GTF2I GTF2IRD1 GTF2IRD2 HCN4 HLA-B HLA-DRB1 HMGCL IKZF1 IPO8 JUP KCND3 KCNE1 KCNE2 KCNE3 KCNE5 KCNH2 KCNJ2 KCNJ5 KCNJ8 KCNQ1 KLHL24 LDB3 LDLR LDLRAP1 LEMD2 LIMK1 LMNA LRP6 METTL27 MLXIPL MRPL12 MYBPC3 MYH7 MYL2 MYL3 MYOZ2 NCF1 NDUFA2 NDUFB11 NOS1AP NUP155 P4HA2 PCSK9 PGM1 PKP2 PPA2 PRKAG2 PTEN PTPN22 RAB3GAP2 RANGRF RBM20 RFC2 RYR2 SCN10A SCN1B SCN2B SCN3B SCN4B SCN5A SCNN1A SCO2 SEMA3A SFTPB SFTPC SGCD SLC19A2 SLC25A20 SLC2A10 SLC4A3 SLMAP SNTA1 STX1A SYNE1 SYNE2 TANGO2 TBL2 TBX5 TECRL TGFB3 TGFBR1 TGFBR2 TMEM270 TMEM43 TNNC1 TNNI3 TNNI3K TNNT2 TOR1A TPM1 TRDN TRPM4 TSPYL1 TTC26 TTN VPS37D WAS WIPF1 HP_CARDIAC_CONDUCTION_ABNORMALITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CARDIAC_CONDUCTION_ABNORMALITY ABCC9 ACADVL ACTA1 ACTC1 ACTN2 AGXT AKAP9 ATP1A2 ATP1A3 ATP6V1A ATP6V1E1 BANF1 BRAF BTNL2 BVES CACNA1A CACNA1C CACNA1D CACNA1S CACNA2D1 CACNB2 CALM1 CALM2 CALM3 CASQ2 CDC45 CDH2 CITED2 CNBP CPT2 CREBBP CTNNA3 DEF6 DES DMPK DOHH DSG2 DTNA DYSF EMD EP300 EXOSC5 FHL1 FLNC GABRA3 GATA4 GATA6 GJA5 GLA GNAI2 GNB2 GNB5 GPC3 GPC4 GPD1L GPX4 GRIN1 GYG1 HCN4 HLA-DRB1 JUP KCND3 KCNE3 KCNE5 KCNH2 KCNJ18 KCNJ2 KCNJ5 KCNJ8 KCNK3 KCNQ1 LAMP2 LARS2 LDB3 LEMD2 LMNA LMOD2 LRP1 MMP14 MMP2 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TK MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MYBPC3 MYH6 MYH7 MYL2 MYL4 MYOZ2 MYPN NKX2-5 NPPA PEX7 PHYH PIGU PKP2 PLEC POLG2 POMT2 PPP1CB PRKAG2 PRKG2 PSEN1 PSEN2 PTPN11 RAF1 RANGRF RMRP RNASEH1 RRM2B RYR2 SCN10A SCN1B SCN2B SCN3B SCN4B SCN5A SCNN1A SDHA SDHAF1 SDHB SDHD SELENON SEMA3A SGO1 SLC1A3 SLC25A20 SLC4A3 SLMAP SYNE1 SYNE2 TBX20 TBX5 TLL1 TMEM43 TNNC1 TNNI3K TNNT2 TRDN TRPM4 TTN TTR VEZF1 HP_CARDIAC_DIVERTICULUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CARDIAC_DIVERTICULUM BMPR1A EPCAM FAN1 KRAS MLH1 MLH3 MSH2 MSH6 PIK3CA PMS1 PMS2 RPS20 SEMA4A TGFBR2 HP_CARDIAC_SHUNT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CARDIAC_SHUNT ACTC1 ACVRL1 CITED2 ENG FOXF1 GATA4 GATA6 MYH11 MYH6 NKX2-5 TBX20 THOC6 TLL1 TTC26 HP_CARDIAC_VALVE_CALCIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CARDIAC_VALVE_CALCIFICATION FBN1 GATA5 GBA1 HGD IFIH1 LMNA MTX2 NKX2-5 NOTCH1 RIGI SLC34A2 SMAD6 ZMPSTE24 HP_CARDIOGENIC_SHOCK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CARDIOGENIC_SHOCK ABCC6 ATRX DAXX LMOD2 MYL2 NAA10 RPL3L SDHA HP_CARDIOMEGALY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CARDIOMEGALY AARS2 ABCC6 ABCC9 ACADM ACADVL ACTA2 ACTN2 ADAR ALPK3 ASXL1 B3GAT3 BAZ1B BCL7B BMP2 BMP6 BUD23 C1QBP CACNA1C CDKN1C CHST3 CLIC2 CLIP2 COX5A COX6B1 CPT1A CPT2 DES DNAJC30 DOHH DSP DYSF EIF4H ELN ENPP1 FBN1 FHL1 FIG4 FKBP6 FOCAD FOXE3 FUCA1 GAA GATB GBA1 GNPTAB GTF2I GTF2IRD1 GTF2IRD2 HBB HEXB HEY2 HFE HSD17B10 HYMAI IFIH1 IGF2 JUP KCNJ8 KCNQ1 KCNQ1OT1 LAMP2 LIMK1 LOX LSM11 MAT2A METTL27 MFAP5 MLXIPL MOGS MT-CYB MTO1 MTTP MYBPC3 MYH11 MYLK NAA10 NAGA NAGLU NCF1 NDUFB7 NDUFC2 NEK9 NEU1 NHLRC2 NKX2-6 NONO PAM16 PEX7 PGM1 PHYH PIGS PLAGL1 PLXND1 PRKAG2 PRKAR1A PRKG1 PSMB8 RFC2 RNASEH2A RNASEH2B RNASEH2C RNU7-1 SAMHD1 SDHA SLC17A5 SLC22A5 SLC29A3 SLC31A1 SMAD2 SMAD3 SMAD4 STAT2 STX1A TAPT1 TBL2 TET3 TGFB2 TGFB3 TGFBR1 TGFBR2 THSD4 TMEM270 TREX1 TRIM37 TTR VAC14 VPS37D WDR37 ZIC3 HP_CARDIOMYOCYTE_HYPERTROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CARDIOMYOCYTE_HYPERTROPHY ACTC1 ACTN2 ALPK3 DOLK DSP GYG1 KLHL24 TNNI3 VCL HP_CARDIORESPIRATORY_ARREST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CARDIORESPIRATORY_ARREST ADGRG6 COL2A1 DDC GET3 GPX4 KIT LAMP2 MYL2 SLC25A20 SLC2A10 TSPYL1 TXNDC15 HP_CARDIOVASCULAR_CALCIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CARDIOVASCULAR_CALCIFICATION ABCC6 ABCG5 ABCG8 ADAR APOB B2M ENPP1 ERCC6 ERCC8 FBN1 GALNT3 GATA5 GBA1 HGD IFIH1 LDLR LDLRAP1 LMNA LSM11 MTX2 NKX2-5 NOTCH1 NT5E PCSK9 PDGFB PDGFRB RIGI RNASEH2A RNASEH2B RNASEH2C RNU7-1 SAMHD1 SLC20A2 SLC34A2 SMAD6 STAT1 TOM1 TREX1 ZMPSTE24 HP_CARIOUS_TEETH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CARIOUS_TEETH AARS1 ABL1 ACP4 ADGRV1 ADNP AGA AKT1 ALDOB ALPL ANAPC1 AP3B1 APC ARSB ARVCF ATP6V0A2 ATP6V1A ATP6V1E1 ATR B3GALT6 BAZ1B BCL7B BUD23 CARS1 CAV1 CCN2 CCR6 CDH1 CDH11 CDH3 CLCN7 CLIP2 CNNM4 COG6 COL17A1 COL2A1 COL3A1 COL7A1 COMT COX4I2 CREBBP CRLF1 CTC1 CTNND1 CTSK DKC1 DNAJC21 DNAJC30 DPH5 EFL1 EIF4H ELN ENPP1 EP300 ERCC2 ERCC3 ERCC6 ERCC8 FAM111A FERMT1 FGF10 FGF3 FGFR2 FGFR3 FKBP6 GALNS GJA1 GLB1 GP1BB GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 HERC2 HIRA HLA-DRB1 IFIH1 IFT52 IRF5 JMJD1C KLK4 KMT2D KRT14 LAMA3 LAMB3 LAMC2 LIFR LIMK1 MAGEL2 MAPRE2 MBTPS2 MEGF8 METTL27 MKRN3 MLXIPL MMP1 MMP13 MPLKIP MYO7A NCF1 NECTIN1 NHP2 NOP10 NPAP1 NPM1 OCRL OFD1 PARN PAX1 PDZD7 PEPD PERP PGM2L1 PKP1 PLEC PPP1CB PTCH1 PTCH2 PTEN PWAR1 PWRN1 RBM28 RECQL4 RFC2 RNF113A RREB1 RTEL1 RUNX2 SATB1 SBDS SCNM1 SEC23A SEC24C SFRP4 SGMS2 SHOC2 SLC10A7 SLC24A4 SLC37A4 SLF2 SNORD115-1 SNORD116-1 SNRPB SNRPN SOX9 SRCAP SRP54 STX1A SUFU TARS1 TBCE TBL2 TBX1 TCIRG1 TERC TERT TGFB1 THOC6 TINF2 TMEM270 TNFSF11 TP63 TRPS1 TRPV3 TYMS UBE3B UFD1 USB1 USH2A VDR VPS37D WHRN WRAP53 ZMYM2 HP_CAROTID_ARTERY_DILATATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CAROTID_ARTERY_DILATATION ACTA2 DCDC2 ELN FBN1 FOXE3 HEY2 IPO8 LOX MAT2A MFAP5 MYH11 MYLK PRKG1 SMAD2 SMAD3 SMAD4 STAT1 TGFB2 TGFB3 TGFBR1 TGFBR2 THSD4 TMEM67 TOM1 HP_CAROTID_ARTERY_STENOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CAROTID_ARTERY_STENOSIS ABCA1 ABCG8 AEBP1 HTRA1 MYH11 YY1AP1 HP_CARPAL_BONE_HYPOPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CARPAL_BONE_HYPOPLASIA ALDH18A1 COMP DYM EIF2AK3 EXOC6B GNPTAB KIF22 NANS RBM8A RSPRY1 SALL4 TRPV4 HP_CARPAL_SYNOSTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CARPAL_SYNOSTOSIS APC ATP7A B3GALT6 BHLHA9 BMPR1B BPNT2 CHSY1 COL27A1 DYNC2LI1 ESCO2 EVC EVC2 FBLN1 FGFR2 FGFR3 FLNA FLNB GDF5 GLI1 HOXA13 HOXD13 LMBR1 LRP4 MACROH2A1 MAP3K7 MYH3 NOG NXN PAX3 PITX1 POR PRKACA PRKACB RBM8A RECQL4 ROR2 SALL4 SHH SMOC1 HP_CATAPLEXY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CATAPLEXY CTSH DNMT1 HCRT HLA-DQB1 HLA-DRB1 MOG NPC1 NPC2 P2RY11 TBCD TNFSF4 ZNF365 HP_CAUDAL_APPENDAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CAUDAL_APPENDAGE COLEC10 COLEC11 DCHS1 FAT4 MASP1 TRPV4 HP_CAUDATE_ATROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CAUDATE_ATROPHY ASNS BSCL2 FOXP2 FTL HTT JPH3 NDUFAF5 NEK1 OPHN1 SLC2A3 TIMM8A TREM2 TYROBP VPS13A HP_CAVERNOUS_HEMANGIOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CAVERNOUS_HEMANGIOMA ACVRL1 AKT1 ATP2B1 BIN1 BRAF CCM2 DNM2 ENG ESCO2 GDF2 GNPTAB HOXD13 HRAS IDH1 KLLN KRAS KRIT1 MAP2K1 MAP2K2 MTMR14 MYF6 NOTCH1 NRAS PDCD10 PIK3CA PTEN RYR1 SDHB SDHC SDHD SEC23B SMAD4 TEK THSD1 USF3 HP_CAVUM_SEPTUM_PELLUCIDUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CAVUM_SEPTUM_PELLUCIDUM ALG12 APC2 BANF1 CPLX1 CTBP1 FGFRL1 LETM1 LRRC32 MAPK1 MAPKAPK5 MED25 MITF MUSK NKX2-1 NSD1 NSD2 PACS1 PAFAH1B1 PCGF2 PIK3CA PPP1R21 PPP2R5D RAB5IF RBM8A RNF125 SETD2 SMG8 STT3A TUBB2B ZSWIM6 HP_CELIAC_DISEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CELIAC_DISEASE BICRA ELN GPR35 HLA-DQA1 HLA-DQB1 IGHG2 IGKC IL12A IL12RB1 IPO8 IRF5 IVNS1ABP MED12 MLXIPL MMEL1 MST1 ODC1 POU2AF1 SATB2 SEMA4D SOCS1 SPIB SRCAP STAT3 STAT5B TBC1D7 TCF4 TNFSF15 TNPO3 WAC HP_CELLULAR_IMMUNODEFICIENCY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CELLULAR_IMMUNODEFICIENCY ACP5 AK2 AKT1 ATM CDCA7 CREBBP CTC1 DKC1 DNMT3B EP300 EPG5 FOXN1 FRAS1 HELLS KLLN NHP2 NOP10 NPM1 PARN PIK3CA PTEN RMRP RTEL1 SDHB SDHC SDHD SEC23B SMARCAL1 TBCE TERC TERT TINF2 TYMS USB1 USF3 WRAP53 ZBTB24 HP_CELLULITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CELLULITIS AEBP1 AGGF1 ANGPT2 ARPC1B BLNK BTK CD79A CD79B CLPB COL1A1 CXCR4 CYBA CYBB ELANE EPHB4 FLT4 FOXC2 GATA2 GFI1 GJC2 IGHM IGLL1 IL2RA IL6R IL6ST KIF11 LMNA LRRC8A MPEG1 NCF1 NCF2 PHEX PIEZO1 PIK3CD PIK3R1 PLCG2 PSTPIP1 RAC2 SHANK3 SLC35A1 SLC35C1 SLC39A7 SPI1 SRP19 SRP54 STAT3 TCF3 TCIRG1 TNFRSF1A VEGFC HP_CENTRALLY_NUCLEATED_SKELETAL_MUSCLE_FIBERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CENTRALLY_NUCLEATED_SKELETAL_MUSCLE_FIBERS ACTA1 ADGRG6 ALG2 ANXA11 BIN1 BVES CACNA1S CAPN3 CASQ1 CAV3 CAVIN1 CCDC78 DNM2 DPM3 FXR1 GGPS1 HNRNPA1 HNRNPA2B1 JAG1 MAP3K20 MATR3 MB MICU1 MLIP MTM1 MTMR14 MYF6 MYH7 OBSCN ORAI1 PLIN4 POLG POMT1 PYROXD1 RYR1 RYR3 SCN4A SELENON SIL1 SMN1 SMPX SPEG STIM1 SYNE1 SYNE2 TNPO3 TOR1AIP1 TPM3 TRIM32 TRIP4 TTN TWNK UNC45B HP_CENTRAL_ADRENAL_INSUFFICIENCY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CENTRAL_ADRENAL_INSUFFICIENCY AAAS AIP BRAF CDH23 CTNNB1 GLI3 IARS2 MAGEL2 MEN1 NDN NFKB2 OCA2 PCSK1 POMC RBM28 SNRPN TBCK TBX19 HP_CENTRAL_APNEA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CENTRAL_APNEA AHI1 ARSL ATP1A3 BICD2 CDON CEP290 CISD2 DISP1 DLL1 FGF8 FGFR1 FGFR3 FOXH1 GAS1 GLI2 INPP5E MAGEL2 NDN NODAL OCA2 PLCH1 PSAP PTCH1 RPGRIP1L SHH SIX3 SLC2A1 SMC1A SNRPN STAG2 STIL SYT1 TBR1 TDGF1 TECPR2 TGIF1 TMEM216 TSEN54 TTC19 WFS1 ZIC2 HP_CENTRAL_DIABETES_INSIPIDUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CENTRAL_DIABETES_INSIPIDUS AVP BRAF CDON CRLS1 CTNNB1 DISP1 DLL1 FGF8 FOXH1 GAS1 GLI2 NODAL POU3F4 PTCH1 SHH SIX3 STIL TDGF1 TGIF1 TP63 WFS1 ZIC2 HP_CENTRAL_HETEROCHROMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CENTRAL_HETEROCHROMIA AKT1 CHN1 MAFB PNPLA6 PTEN SALL4 HP_CENTRAL_HYPOTHYROIDISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CENTRAL_HYPOTHYROIDISM AIP AKT1 ARNT2 BAP1 BRAF CDH23 CDON CPE CTNNB1 DISP1 DLL1 DMXL2 EIF2AK3 FGF8 FGFR1 FOXA2 FOXH1 GAS1 GLI2 GLI3 HESX1 HID1 INSR IRS4 KATNIP LEP LEPR LHX3 LHX4 MAGEL2 MEN1 NDN NEXMIF NF2 NIN NODAL OCA2 OTX2 PCSK1 PDGFB PIK3CA PLCH1 POMC POU1F1 POU3F4 PROP1 PTCH1 RBM28 ROBO1 RPL10 SETBP1 SHH SIM1 SIX3 SMARCB1 SMARCE1 SMC1A SMO SNRPN SOX3 STAG2 STIL SUFU TBL1X TDGF1 TERT TGIF1 TMEM67 TRAF7 TRH TRHR TSHB ZIC2 HP_CENTRAL_HYPOVENTILATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CENTRAL_HYPOVENTILATION ASCL1 CRLS1 DCTN1 HOXA1 LBX1 MECP2 MYPN NDUFAF2 PHOX2B RET TPM2 TPM3 HP_CENTRAL_NERVOUS_SYSTEM_CYST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CENTRAL_NERVOUS_SYSTEM_CYST ABAT ADAR ADNP AFF3 AGTPBP1 AHDC1 ALG3 AP1S2 ARID1A ARID1B ARID2 ARMC9 ASXL1 ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 B3GALNT2 B4GALT1 B4GAT1 B9D1 B9D2 BCOR BLTP1 BPTF BRAF BUB1 BUB1B BUB3 C2CD3 CC2D2A CCDC22 CDC42 CDKN1C CEP120 CEP290 CEP57 CHD7 COL3A1 COL4A1 CPLX1 CPT2 CRPPA CSF1R CSPP1 CTBP1 CTNNB1 D2HGDH DAG1 DDX3X DENND5A DHCR7 DOCK6 DOK7 DPF2 DPH1 DPH2 DPYSL5 DYNC2H1 DYNC2I1 DYNC2I2 EBP ERCC5 ESCO2 EVC EVC2 EXOC2 EXOSC3 EXOSC8 EXOSC9 FAR1 FARSA FGFR1 FGFR2 FGFRL1 FKRP FKTN FLVCR2 FTO GALNT2 GDF6 GFAP GFM1 GJB2 GJB6 GLI3 GLUL GMPPB GPC3 GPC4 GRIA3 GRM1 GTPBP2 HRAS HYLS1 IDH1 IFT80 IGF2 KANSL1 KCNQ1 KCNQ1OT1 KIAA0586 KIF21A KIF5A KIF7 KRAS LAMA1 LARGE1 LARS2 LETM1 LIPT2 LONP1 MAB21L1 MID1 MKS1 MT-ATP6 MTM1 MUSK MYOD1 NONO NPHP3 NRAS NSD2 NUP54 NUP62 NUP88 OCRL ODC1 OFD1 OPHN1 PDGFRB PDHA1 PDHB PDHX PEX1 PGAP2 PHGDH PIEZO2 PIGN PLCH1 PLG PMM2 PNPLA2 POLR3A POMGNT1 POMGNT2 POMK POMT1 POMT2 PPP1CB PSMD12 PUF60 RAPSN RNF113A RPGRIP1 RPGRIP1L RXYLT1 SEMA3E SEPSECS SLC18A3 SLC25A46 SLC35A2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMG9 SNORD118 SNX14 SOX11 SOX4 TBC1D24 TCTN1 TCTN2 TCTN3 TMEM107 TMEM138 TMEM216 TMEM231 TMEM237 TMEM67 TMTC3 TRIP13 TSEN15 TSEN2 TSEN34 TSEN54 TUBA1A TUBB TUBGCP2 TXN2 TXNDC15 UQCC3 USP9X VPS35L VPS51 VRK1 VSX1 WASHC5 WDR26 WDR35 WDR73 WDR81 WLS ZIC1 ZSWIM6 HP_CENTRAL_OPACIFICATION_OF_THE_CORNEA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CENTRAL_OPACIFICATION_OF_THE_CORNEA ANKRD55 CD247 COL18A1 CYP1B1 FOXC1 FOXE3 GNAS IL2RA IL2RB JAG1 NOD2 OVOL2 PAX6 PITX2 PTPN2 PTPN22 SLC4A4 STAT4 TACSTD2 TGFBI VSX1 HP_CENTRAL_PRIMITIVE_NEUROECTODERMAL_TUMOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CENTRAL_PRIMITIVE_NEUROECTODERMAL_TUMOR CDKN2A CHEK2 DICER1 KEAP1 MDM2 TP53 HP_CENTRAL_RETINAL_VESSEL_VASCULAR_TORTUOSITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CENTRAL_RETINAL_VESSEL_VASCULAR_TORTUOSITY DNAJC30 MT-ATP6 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND4 MT-ND4L MT-ND5 MT-ND6 NEK1 SELENOI HP_CENTRAL_SCOTOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CENTRAL_SCOTOMA ABCA4 ATF6 CACNA1F CFAP410 CNGA3 CNGB3 CRX CYP1B1 CYP4V2 DNAJC30 DNM1L EFEMP1 ELOVL4 FDXR GNAT2 HGSNAT IMPG2 ITM2B MFN2 MFSD8 MT-ATP6 MT-CO1 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MTRFR MYOC NDUFS2 OPA1 OPA3 PDE6C PDE6H PITPNM3 POC1B PROM1 PRPH2 RAB28 RBP3 RDH5 RHO RLBP1 RP2 RPGR RTN4IP1 TIMM8A TMEM126A HP_CENTRAL_SLEEP_APNEA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CENTRAL_SLEEP_APNEA AGRN ASCL1 CACNA1C CACNA1I CCDC47 CDK13 CHAT COL13A1 COQ2 DKK1 FBXO28 FGFR3 LRPPRC MAGEL2 MYO9A NADK2 NGLY1 PHOX2B PIGT PRPS1 RET SIM1 SLC18A3 SLC25A1 SLC5A7 SNAP25 SYT2 USP7 VAMP1 HP_CENTRAL_Y_SHAPED_METACARPAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CENTRAL_Y_SHAPED_METACARPAL CPLANE1 FAM149B1 INTU KIAA0753 KIF7 OFD1 PDE6D TCTN3 TMEM216 TOPORS HP_CENTROCECAL_SCOTOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CENTROCECAL_SCOTOMA DNAJC30 MT-ATP6 MT-CO1 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND4 MT-ND4L MT-ND5 MT-ND6 NDUFS2 OPA1 HP_CEPHALOCELE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CEPHALOCELE AHI1 AIPL1 ALX1 ALX3 ALX4 ARHGAP31 ARL13B ARL3 ARMC9 B4GAT1 B9D1 B9D2 C2CD3 CBY1 CC2D2A CDON CEP104 CEP120 CEP290 CEP41 COL18A1 CPLANE1 CRB1 CRPPA CRX CSPP1 CYP26B1 DISP1 DLL1 DLL4 DOCK6 EOGT ESCO2 FGF8 FGFR1 FGFR3 FKRP FKTN FLNA FLNB FOXH1 FRAS1 FREM2 GAS1 GDF6 GLI2 GMPPB GRIP1 GUCY2D HOXD13 HSPG2 HYLS1 IFT140 IFT74 IMPDH1 INPP5E IQCB1 KATNIP KCNJ13 KIAA0586 KIAA0753 LAMB1 LARGE1 LCA5 LRAT MKS1 MSX2 NMNAT1 NODAL NOTCH1 NPHP1 OFD1 PAK2 PCYT1A PDE6D PIBF1 POLR1B POLR1C POLR1D POMGNT1 POMK POMT1 POMT2 PTCH1 RBPJ RD3 RDH12 RPE65 RPGRIP1 RPGRIP1L SF3B2 SHH SIX3 SMO SPATA7 STIL SUFU TCOF1 TCTN1 TCTN2 TCTN3 TDGF1 TGIF1 TMEM107 TMEM138 TMEM216 TMEM218 TMEM231 TMEM237 TMEM67 TMTC3 TOGARAM1 TUBB4B TULP1 TXNDC15 USP45 VSX1 ZIC2 ZNF423 ZSWIM6 HP_CEPHALOHEMATOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CEPHALOHEMATOMA CD109 CDC42BPB F2 F8 GP1BA GP1BB ITGA2 ITGA2B ITGB3 HP_CEREBELLAR_ATROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CEREBELLAR_ATROPHY AARS1 AARS2 ABCD1 ABHD12 ACO2 ACTL6B ACY1 ADPRS ADSL AFG3L2 AGTPBP1 AIMP2 ALDH5A1 ALG1 ALG3 ALG9 ANO10 AP3B2 AP4B1 AP4E1 AP4M1 AP4S1 APTX ARCN1 ARF1 ARG1 ARMC9 ARX ATAD3A ATP13A2 ATP1A2 ATP1A3 ATP2B3 ATP5F1A ATP5F1D ATP5F1E ATP5MK ATP6AP2 ATP6V0A1 ATP6V1A ATP8A2 ATPAF1 ATPAF2 ATXN1 ATXN10 ATXN2 ATXN3 ATXN7 ATXN8OS BCAP31 BCAS3 BCL11A BCORL1 BCS1L BEAN1 BRAT1 BTD C19orf12 CACNA1A CACNA1G CACNA2D2 CAMK2B CAMLG CARS1 CARS2 CASK CCDC88A CCDC88C CDC42 CDKL5 CERS1 CHP1 CIZ1 CKAP2L CLCN7 CLN3 CLN5 CLN8 CLPB CLTC CNP CNTNAP1 CNTNAP2 COA7 COG1 COG5 COG6 COG7 COG8 COL18A1 COL4A1 COQ2 COQ5 COQ8A COQ9 COX20 COX4I1 CPLX1 CRAT CRPPA CTBP1 CTSD CTSF CUL4B CUX2 CWF19L1 CYB5A CYB5R3 CYFIP2 CYP27A1 DAB1 DARS2 DCLRE1B DEGS1 DHCR7 DHX30 DLG4 DMXL2 DNAJC3 DNM1L DNMT1 DOHH DPM1 EBF3 EEF2 ELOVL4 ELOVL5 EMC1 EPRS1 ERCC2 ERCC3 ERCC6 ERCC8 EXOSC2 EXOSC3 EXOSC5 EXOSC9 FA2H FAR1 FARS2 FAT2 FBXL4 FCSK FDXR FGF12 FGF14 FKRP FKTN FMR1 FOXRED1 FRRS1L GAD1 GBA2 GDAP2 GEMIN5 GFAP GFM2 GJB1 GLS GNAO1 GNS GON7 GPAA1 GRIA2 GRID2 GRIK2 GRIN1 GRM1 GRM7 GRN GTF2E2 GTF2H5 GTPBP2 HDAC4 HEPACAM HERC1 HEXB HK1 HSD17B4 HTT IBA57 IFIH1 IFRD1 IRF2BPL ITPR1 KAT5 KATNB1 KCNA1 KCNC1 KCNC3 KCND3 KCNJ10 KCNMA1 KCTD7 KIF1A KIF1C KY L2HGDH LAGE3 LAMA2 LETM1 LIG3 LIPT1 LMX1B LNPK LYRM7 LYST MAG MAN2B1 MAPK8IP3 MARS2 MCOLN1 MDH2 MECR MED11 MED27 MFF MFSD8 MGME1 MICOS13 MME MORC2 MPLKIP MRE11 MRM2 MRPS34 MT-ATP6 MT-ATP8 MTHFS MVK MYH3 NADK2 NALCN NARS2 NDE1 NDUFA1 NDUFA13 NDUFA8 NDUFA9 NDUFAF4 NDUFS1 NDUFS4 NEUROD2 NFASC NGLY1 NKX6-2 NMNAT1 NODAL NOP56 NOTCH2NLC NPTX1 NUP214 OPA1 OPA3 OSGEP PACS1 PCLO PCNA PDYN PEX10 PEX16 PEX2 PEX6 PI4KA PIGA PIGG PIGK PIGN PIGP PIGQ PIGS PIGT PIGU PIK3R5 PITRM1 PLA2G6 PLAA PLCH1 PLD3 PLK4 PLP1 PMM2 PMPCA PMPCB PNKP PNPLA6 PNPT1 POGZ POLA1 POLG POLG2 POLR1C POLR3A POLR3B POLR3K POMT1 PPP2R2B PRDX3 PRKCG PRNP PRRT2 PRUNE1 PTRH2 PUM1 QARS1 RARS2 RBL2 RELN REPS1 RFC1 RNASEH1 RNASEH2A RNF113A RNF13 RNF170 RNF216 RNU12 RORA RRM2B RTTN RUBCN SACS SAMD9L SC5D SCARB2 SCN1A SCN1B SCN2A SCN8A SCO2 SCYL1 SDHA SEMA6B SEPSECS SERAC1 SETX SH3TC2 SHANK3 SHQ1 SIK1 SIL1 SLC13A3 SLC1A3 SLC25A22 SLC25A4 SLC25A46 SLC31A1 SLC32A1 SLC33A1 SLC35A2 SLC35B2 SLC39A14 SLC39A8 SLC44A1 SLC5A6 SLC9A1 SLC9A6 SNX14 SOD1 SOX4 SPART SPG21 SPG7 SPTAN1 SPTBN2 SQSTM1 SRD5A3 STT3A STT3B STUB1 STXBP1 SUMF1 SYNE1 SYT14 TAF1 TARS1 TBC1D20 TBC1D24 TBC1D2B TBCD TBCE TBP TDP1 TECPR2 TGM6 TK2 TMEM240 TMX2 TOP3A TOR1A TPP1 TRAPPC11 TRAPPC4 TRAPPC6B TRIM8 TRMT1 TRPC3 TSEN2 TTBK2 TTC19 TTPA TUBB TUBB2B TUBB4A TWNK TXN2 UBA5 UBTF UCHL1 UFM1 VARS1 VLDLR VPS11 VPS13D VPS41 VPS4A VPS50 VPS53 VWA3B WARS2 WDR4 WDR45 WDR73 WDR81 WWOX XRCC1 XRCC4 YIF1B YRDC ZIC1 ZMIZ1 ZNF335 ZNHIT3 ZPR1 HP_CEREBELLAR_CALCIFICATIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CEREBELLAR_CALCIFICATIONS ERCC6 ERCC8 JAM2 PDGFB PDGFRB SLC20A2 SNORD118 TREX1 HP_CEREBELLAR_CORTICAL_ATROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CEREBELLAR_CORTICAL_ATROPHY PLAA SC5D SHANK3 SIL1 TWNK ZPR1 HP_CEREBELLAR_CYST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CEREBELLAR_CYST AFF3 AGTPBP1 AHDC1 ALG3 AP1S2 ARID1A ARID1B ARID2 ARMC9 ASXL1 ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 B3GALNT2 B4GALT1 B4GAT1 B9D1 B9D2 BCOR BLTP1 BUB1 BUB1B BUB3 C2CD3 CC2D2A CCDC22 CDC42 CDKN1C CEP120 CEP290 CEP57 CHD7 COL3A1 COL4A1 CPT2 CRPPA CSF1R CSPP1 DAG1 DDX3X DENND5A DHCR7 DOCK6 DOK7 DPF2 DPH1 DPH2 DPYSL5 DYNC2H1 DYNC2I1 DYNC2I2 EBP ESCO2 EVC EVC2 EXOSC3 EXOSC8 EXOSC9 FAR1 FGFR1 FKRP FKTN FLVCR2 FTO GJB2 GJB6 GLI3 GMPPB GPC3 GPC4 GRIA3 GRM1 GTPBP2 HRAS HYLS1 IFT80 IGF2 KCNQ1 KCNQ1OT1 KIAA0586 KIF21A KIF5A KIF7 KRAS LAMA1 LARGE1 LONP1 MAB21L1 MID1 MKS1 MTM1 MUSK MYOD1 NPHP3 NRAS NUP88 OFD1 OPHN1 PDGFRB PDHA1 PGAP2 PHGDH PIEZO2 PIGN PLCH1 PLG PMM2 POLR3A POMGNT1 POMGNT2 POMK POMT1 POMT2 PPP1CB RAPSN RNF113A RPGRIP1 RPGRIP1L RXYLT1 SEMA3E SEPSECS SLC18A3 SLC25A46 SLC35A2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMG9 SNX14 SOX11 SOX4 TBC1D24 TCTN1 TCTN2 TCTN3 TMEM107 TMEM138 TMEM216 TMEM231 TMEM237 TMEM67 TMTC3 TRIP13 TSEN15 TSEN2 TSEN34 TSEN54 TUBA1A TUBB TXNDC15 USP9X VPS35L VPS51 VRK1 WASHC5 WDR35 WDR73 WDR81 ZIC1 ZSWIM6 HP_CEREBELLAR_DYSPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CEREBELLAR_DYSPLASIA ADGRG1 ARMC9 B3GALNT2 BLTP1 CDC42 COG1 FKRP FKTN GPSM2 IDH1 KIAA0586 LAMA1 LARGE1 MICU1 PI4KA POMGNT1 POMT1 POMT2 PTEN RAC1 RXYLT1 SRPX2 THOC2 HP_CEREBELLAR_HEMISPHERE_HYPOPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CEREBELLAR_HEMISPHERE_HYPOPLASIA B4GAT1 LAMB1 MACF1 PRDM13 PTRH2 SON TSEN34 ZNF335 HP_CEREBELLAR_HEMORRHAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CEREBELLAR_HEMORRHAGE ACAD9 APP IVD MMUT PCCA PCCB HP_CEREBELLAR_MALFORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CEREBELLAR_MALFORMATION AFF3 AGTPBP1 AHDC1 ALG3 AP1S2 ARID1A ARID1B ARID2 ARMC9 ASXL1 ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 B3GALNT2 B4GALT1 B4GAT1 B9D1 B9D2 BAZ1B BCL7B BCOR BICRA BLTP1 BUB1 BUB1B BUB3 BUD23 C2CD3 CC2D2A CCDC22 CDC42 CDC45 CDKN1C CEP120 CEP290 CEP57 CHD4 CHD7 CLIP2 COL3A1 COL4A1 CPT2 CREBBP CRPPA CSF1R CSPP1 CTSK CWC27 DACT1 DAG1 DDX3X DENND5A DHCR7 DHDDS DKK1 DNAJC30 DNMT3A DOCK6 DOK7 DPF2 DPH1 DPH2 DPYSL5 DYNC2H1 DYNC2I1 DYNC2I2 EBP EIF4H ELN EP300 ERF ESCO2 EVC EVC2 EXOSC3 EXOSC8 EXOSC9 FANCI FAR1 FBN1 FGFR1 FGFR2 FGFR3 FKBP6 FKRP FKTN FLNA FLVCR2 FOXF1 FTO FUZ GJB2 GJB6 GLI3 GMPPB GNAQ GPC3 GPC4 GRIA3 GRM1 GTF2I GTF2IRD1 GTF2IRD2 GTPBP2 H3-3A HES7 HMGA2 HRAS HYLS1 IFT80 IGF2 IL11RA KANSL1 KCNQ1 KCNQ1OT1 KIAA0586 KIF21A KIF5A KIF7 KRAS LAMA1 LARGE1 LEMD3 LIMK1 LONP1 MAB21L1 MAF MAN2B1 MAP3K7 MBTPS2 METTL27 MID1 MKS1 MLXIPL MT-CYB MTM1 MUSK MYOD1 NCF1 NFIA NFKB2 NONO NOTCH2 NOTCH3 NOVA2 NPHP3 NRAS NUP88 OFD1 OPHN1 PAX2 PDGFRB PDHA1 PGAP2 PHEX PHGDH PIEZO2 PIGN PIK3CA PLCH1 PLG PMM2 POLR3A POLR3B POMGNT1 POMGNT2 POMK POMT1 POMT2 POR PORCN PPP1CB PPP1R12A PTCH1 PTH1R RAD51 RAPSN RECQL4 RFC2 RFWD3 RNF113A RPGRIP1 RPGRIP1L RRAS2 RXYLT1 SALL1 SC5D SEMA3E SEPSECS SETBP1 SETD2 SF3B2 SH2B1 SIK3 SKI SLC18A3 SLC25A46 SLC35A2 SLC39A14 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMG9 SMO SNX14 SON SOX11 SOX4 SPRED1 STAG1 STX1A TAOK1 TBC1D24 TBL1XR1 TBL2 TCTN1 TCTN2 TCTN3 TGFBR1 TGFBR2 TMEM107 TMEM138 TMEM216 TMEM231 TMEM237 TMEM270 TMEM67 TMEM94 TMTC3 TONSL TRIP13 TRPM3 TSEN15 TSEN2 TSEN34 TSEN54 TUBA1A TUBB TXNDC15 USP9X VANGL1 VPS35L VPS37D VPS51 VRK1 WASHC5 WDR35 WDR73 WDR81 ZEB2 ZIC1 ZSWIM6 HP_CEREBELLAR_VERMIS_ATROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CEREBELLAR_VERMIS_ATROPHY ADPRS ARF1 ATXN8OS BCL11A CACNA1A CACNA1G CACNA2D2 CHP1 CNTNAP2 COX20 CUL4B DAB1 DLG4 ELOVL5 FA2H FAR1 GJB1 GRID2 GTPBP2 HTT ITPR1 KIF1A LMX1B MARS2 MME NPTX1 OPA1 PEX16 PEX2 PIGS PIK3R5 PLP1 PMPCA POLR3B PRKCG PUM1 QARS1 RFC1 RNU12 SACS SCYL1 SEPSECS SETX SLC39A8 SLC9A1 STXBP1 SYT14 TDP1 TMEM240 TRPC3 TUBB VPS41 WDR4 XRCC4 HP_CEREBRAL_AMYLOID_ANGIOPATHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CEREBRAL_AMYLOID_ANGIOPATHY APOE APP CST3 ITM2B PSEN2 HP_CEREBRAL_ARTERIOVENOUS_MALFORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CEREBRAL_ARTERIOVENOUS_MALFORMATION ACVRL1 ENG EPHB4 IL6 KRAS RASA1 SMAD4 HP_CEREBRAL_BERRY_ANEURYSM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CEREBRAL_BERRY_ANEURYSM ANGPTL6 COL3A1 ENG PKD1 TGFBR3 THSD1 HP_CEREBRAL_CAVERNOUS_MALFORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CEREBRAL_CAVERNOUS_MALFORMATION ATP2B1 CCM2 KRIT1 PDCD10 PIK3CA HP_CEREBRAL_CORTICAL_ATROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CEREBRAL_CORTICAL_ATROPHY AARS1 ABCA7 ACD ACO2 ACTB ACTG1 ACY1 ADARB1 ADGRV1 AGTPBP1 ALDH18A1 ALG8 ALS2 AMPD2 AP1S2 AP4B1 AP4E1 AP4M1 AP4S1 APOE APP ARX ATP13A2 ATP5F1A ATP5F1D ATP5F1E ATP5MK ATP8A2 ATPAF1 ATPAF2 ATRX ATXN2 B3GLCT B4GALNT1 BAZ1B BCAP31 BCL7B BICD2 BICRA BMP4 BRAF BRD4 BUB1 BUD23 CACNA1A CACNA1E CAMTA1 CARS1 CARS2 CASK CASZ1 CDC42 CDH23 CHCHD10 CHMP2B CIB2 CISD2 CIZ1 CLCN4 CLIP2 CLN5 CLP1 CNKSR2 COG1 CPA6 CPLX1 CTDP1 CTSF CWC27 CYB5A CYB5R3 DDB2 DGUOK DKC1 DNAJC13 DNAJC30 DOCK7 DPAGT1 DYRK1A EHMT1 EIF2B4 EIF4G1 EIF4H ELN ELOVL4 EMX2 EPG5 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ESPN EXOC7 EXOSC2 EXOSC3 EXOSC5 EXOSC8 EXOSC9 FA2H FARS2 FBLN1 FGFR1 FKBP6 FKRP FMR1 FRMPD4 GABRA5 GABRD GBA1 GBA2 GDAP2 GET4 GIGYF2 GLYCTK GMPPB GNAQ GNPTAB GOLGA2 GON7 GPKOW GRIA3 GRIA4 GRIN1 GRM7 GRN GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GUF1 H3-3A HDAC8 HERC1 HEXB HIC1 HIVEP2 HNF1B HRAS HSD17B10 HSPG2 IARS2 IKBKG JPH3 KCNAB2 KCNT1 KDM6A KIF1A KMT2D KRAS LARGE1 LIMK1 LIPT2 LRRK2 LUZP1 MAF MAGEL2 MAN2B1 MAP2K1 MAP2K2 MAPT MARS2 MBTPS2 MDH2 MECP2 MED11 MEF2C METTL27 MINPP1 MLXIPL MMACHC MMADHC MMP23B MPLKIP MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW MTRR MUC1 MVK MYO5A MYO7A NCF1 NDE1 NDN NDP NDUFA8 NEK1 NEXMIF NIPBL NOVA2 NUP133 NUS1 OCA2 OCLN OPHN1 OTUD6B PAFAH1B1 PARN PARS2 PCDH15 PCDHGC4 PDE6D PDPN PDZD7 PEX1 PEX7 PGAP1 PHACTR1 PIGA PIGL PIGN PIGS PIGV PLAA PLK4 POGZ POLG2 POLR3A POLR3B POMT1 POMT2 POU4F1 PPFIBP1 PPP2R2B PRDM16 PRDX1 PRKCZ PRNP PRUNE1 PSEN1 PSEN2 PTDSS1 PUS3 PYCR2 RAB18 RAB3GAP1 RAB3GAP2 RAD21 RARS2 RERE RFC2 RFT1 RHOBTB2 RMND1 RNASEH1 RNF113A RNF125 RNU12 RNU4ATAC RPS6KA3 RTEL1 SACS SCYL2 SETBP1 SHH SHQ1 SIX3 SKI SLC25A15 SLC25A46 SLC35C1 SLC39A4 SLC39A8 SLC9A6 SLITRK2 SMC1A SMC3 SNCA SNRPN SNX14 SORL1 SPATA5 SPEN SPG11 SPG7 SPTAN1 SQSTM1 STUB1 STX1A SYNJ1 TARS1 TBC1D20 TBCD TBK1 TBL2 TCTN3 TERT TINF2 TMCO1 TMEM106B TMEM147 TMEM270 TMEM70 TOMM40 TRAK1 TRAPPC12 TRAPPC6B TRAPPC9 TREM2 TRIM8 TRRAP TSEN15 TSEN54 TTC19 TUBGCP4 TUBGCP6 TWNK TYROBP UBE3A UBE4B UBTF UGP2 USH1C USH1G USH2A VARS1 VCP VPS13A VPS13C VPS35 VPS37D VRK1 WFS1 WHRN XPA XPC YWHAE ZNHIT3 ZSWIM6 HP_CEREBRAL_CORTICAL_HEMIATROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CEREBRAL_CORTICAL_HEMIATROPHY ACTB ACTG1 EHMT1 MBTPS2 MYO5A TCTN3 HP_CEREBRAL_DYSMYELINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CEREBRAL_DYSMYELINATION AARS1 ABCD1 ADGRG1 CARS1 CTSK ERCC2 ERCC3 GTF2E2 GTF2H5 HSD17B4 MCOLN1 MPLKIP PHGDH PLP1 PSAP PTEN RNF113A SOX10 TARS1 HP_CEREBRAL_EDEMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CEREBRAL_EDEMA ACAD9 ACADM ASL ASS1 ATP1A2 BCKDHA BCKDHB C1QBP CACNA1A COX16 CPS1 CPSF3 CPT2 DBT KCNQ2 LAMA2 LIAS NAXD NAXE NDUFS4 OTC PRRT2 RANBP2 SCN1A SLC25A13 SMS TBK1 TICAM1 TLR3 TRAF3 UNC93B1 HP_CEREBRAL_HAMARTOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CEREBRAL_HAMARTOMA CPLANE1 FAM149B1 GCDH GLI3 IFNG KIAA0753 KIF7 MAN2C1 OFD1 PDE6D SIX6 SMO SOX2 TCTN3 TIAM1 TMEM216 TOPORS TSC1 TSC2 VPS16 HP_CEREBRAL_HEMORRHAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CEREBRAL_HEMORRHAGE ABCC6 ACTA1 ACVRL1 ADA2 AKT1 APP BAP1 BRCC3 CCM2 CD46 CFH CFI COL4A1 CPT2 CST3 DLST DNMT3A ENG EPAS1 EPOR EXT2 F13A1 F13B FCGR2C FGA FGB FGG FH FLNA FN1 GDF2 GGCX HADHB HELLPAR IKBKG JAK2 KIF1B KRIT1 LMOD2 MAX MDH2 NDE1 NF1 NF2 NOTCH3 PDCD10 PDGFB PIK3CA PROS1 RET SDHA SDHAF2 SDHB SDHC SDHD SH2B3 SLC25A11 SMAD4 SMARCB1 SMARCE1 SMO SNORD118 STAT2 SUFU TERT TMEM127 TRAF7 USP18 VHL HP_CEREBRAL_HYPOMYELINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CEREBRAL_HYPOMYELINATION ADSL ALG2 BCAP31 CYB5A CYB5R3 EIF2B1 GJC2 HYCC1 MTHFS PGAP2 PGAP3 PHGDH PIGL PIGO PIGV PIGW PIGY PLP1 POLR3B RARS1 SLC1A4 SLC25A12 SOX10 SPATA5 STXBP1 TBCD TMTC3 TUBB4A VPS11 WDR26 HP_CEREBRAL_HYPOPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CEREBRAL_HYPOPLASIA ANKLE2 ARHGEF9 ASPM ATP1A1 BRAF BUB1B C2CD3 CDK5RAP2 CDK6 CENPE CENPJ CEP135 CEP152 CEP63 CIT CNNM2 COASY COPB2 CSPP1 DHCR7 DPM1 FDXR FH FIG4 GCDH HHAT HSD17B4 KIAA0586 KIF14 KNL1 MBD5 MCM7 MCPH1 METTL5 MFSD2A MKS1 MYSM1 NCAPD3 NUP37 PHC1 PHGDH PYCR2 RNU4ATAC RTTN SARS1 SASS6 SLC35C1 STIL TAF13 TRAPPC10 TRAPPC14 VAC14 WARS1 WDR45B WDR62 HP_CEREBRAL_INCLUSION_BODIES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CEREBRAL_INCLUSION_BODIES ABCA7 ADH1C APOE APP ATXN2 ATXN8OS C19orf12 CHMP2B CYLD DNAJC13 EIF4G1 EPM2A FBXO7 GBA1 GFAP GIGYF2 GLUD2 GRN HNRNPA1 HNRNPA2B1 ITM2B LRRK2 MAPT MPO MT-TT NHLRC1 NOS3 NPC1 NPC2 NR4A2 PLA2G6 PLAU POLG PRDM8 PRKN PRNP PSEN1 PSEN2 RAB39B SNCA SNCAIP SNCB SNORD118 SORL1 TBP TIA1 TMEM106B TOMM40 TREM2 VCP VPS13C VPS35 HP_CEREBRAL_INFARCT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CEREBRAL_INFARCT ACTA2 ACVRL1 ADA2 BRCC3 COL4A1 COLGALT1 ELN ENG FBN1 FOXE3 GNB2 GUCY1A1 HEY2 HTRA1 JAK2 LOX MAT2A MFAP5 MYH11 MYLK NAGA NOTCH3 NPPA PIK3C2A POLG PRKG1 SCN5A SLC2A10 SMAD2 SMAD3 SMAD4 SMARCAL1 SON TGFB2 TGFB3 TGFBR1 TGFBR2 THSD4 HP_CEREBRAL_ISCHEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CEREBRAL_ISCHEMIA ABCC6 ACTA2 ACTB ACTC1 ACTG1 ACVRL1 ADA2 ADAMTS13 ANGPTL6 APP BAZ1B BCL7B BRAF BRCC3 BUD23 C4A CALR CBS CCR1 CITED2 CLIP2 COL3A1 COL4A1 COLGALT1 CTLA4 CTNNB1 DNAJC30 EIF4H ELN ENG ENPP1 EPHB4 ERAP1 FAS FBN1 FKBP6 FOXE3 GATA4 GATA6 GDF2 GLA GNB2 GTF2I GTF2IRD1 GTF2IRD2 GUCY1A1 HEY2 HLA-B HLA-DPA1 HLA-DPB1 HLA-DRB1 HTRA1 IFNGR1 IKBKG IL10 IL12A IL12A-AS1 IL12B IL23R JAK2 KLRC4 KRAS LIMK1 LMNA LOX MAT2A MEFV METTL27 MFAP5 MLX MLXIPL MPL MYBPC3 MYH11 MYH6 MYH7 MYLK NAGA NAGS NCF1 NKX2-5 NOTCH3 NPPA P4HA2 PIK3C2A PIK3CA PRKG1 PRTN3 PTPN22 RASA1 RFC2 RNF213 SCN5A SCNN1A SCNN1B SCNN1G SH2B3 SLC2A10 SMAD2 SMAD3 SMAD4 SMARCAL1 SON STAT4 STX1A TBL2 TBX20 TET2 TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 THPO THSD1 THSD4 TLL1 TLR4 TMEM270 TP53 UBAC2 VPS37D ZMPSTE24 HP_CEREBRAL_PALSY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CEREBRAL_PALSY ADAR ADD3 ADGRG1 AIP ALS2 ANKLE2 AP4E1 AP4M1 AP4S1 APC2 ARSA ARX ASNS ATP13A2 ATP5F1A ATP6V0A1 ATP8A2 AUH AUTS2 BCL11B CA8 CACNA1D CACNA1E CAMK2B CD109 CDC40 CIC CLIC2 CLN8 CNP CNPY3 CNTNAP2 COASY COG2 COL4A2 COLGALT1 CPLX1 CPSF3 CSF1R CTNNA2 CYB5A CYB5R3 DCC DCX DEGS1 DENND5A DNAL4 DNASE1L3 DPH5 DTYMK DYNC1H1 ELOVL4 EXOC2 FBXW11 FUCA1 GABRA2 GLB1 GLYCTK GNB1 GOT2 GP1BA GP1BB GPR101 GRIA4 GRIN1 GSX2 H4C5 HMGCL HPGD HSD17B10 IBA57 IDH1 IDH2 IDUA IFIH1 IREB2 ITGA2 ITGA2B ITGB3 KANK1 KARS1 KCNC2 KIF2A KIF5C LIAS LSM11 MCCC2 MCOLN1 MECP2 MINPP1 MOCS1 MOCS2 MRPS22 MTFMT NALCN NAXD NDE1 NDUFAF4 NDUFAF5 NRCAM NSRP1 NTN1 OSTM1 OTUD6B PCBD1 PCDH12 PDHX PET100 PHGDH PI4KA PLA2G6 PNP PPFIBP1 PPIL1 PRDM13 PRDM8 PRNP PROC PSMC1 RAB18 RAD51 RANBP2 RBM10 RNASEH2A RNASEH2B RNASEH2C RNF125 RNU7-1 SAMHD1 SCN2A SCN3A SCN4A SDHAF1 SEC31A SEPSECS SHMT2 SHQ1 SIX6 SLC16A2 SLC19A3 SLC1A4 SLC5A6 SLC6A3 SLCO2A1 SLITRK2 SMARCB1 SOX10 SOX2 SPATA5L1 SPR SPTAN1 SPTBN1 SRPX2 STXBP1 SYNJ1 SYT1 TANGO2 TBC1D20 TBCE TMX2 TREX1 TUBA1A TUBB2B TUBB3 TUBG1 UNC80 VLDLR VPS53 WARS2 WDR45B WDR73 WDR81 YIF1B HP_CEREBRAL_VENOUS_THROMBOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CEREBRAL_VENOUS_THROMBOSIS F13A1 F2 HABP2 MTHFR PGM1 PROC PROS1 SERPINC1 HP_CEREBRAL_VISUAL_IMPAIRMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CEREBRAL_VISUAL_IMPAIRMENT ADARB1 ADNP AFF3 AHDC1 AMPD2 ARHGDIA ARPC4 ASNS ATN1 BRAF BRAT1 CACNA1B CACNA1D CACNA1E CACNA1I CACNA2D1 CAMSAP1 CC2D2A CCDC47 CDKL5 CDON CEP85L CERT1 CHD3 CHKA CHMP1A CLCN4 CLCN6 CLP1 COG5 COPB2 COX6B1 CPSF3 D2HGDH DIAPH1 DISP1 DLL1 DOCK7 DOHH DPM1 DTYMK EMC1 FBXW7 FCSK FDFT1 FGF12 FGF8 FGFR1 FOXH1 FOXRED1 GABRA2 GABRB1 GABRB2 GAS1 GLI2 GLYCTK GNB1 GRIK2 GRIN1 GRIN2D GRM7 H3-3A HECW2 HK1 KAT6A KIF1A KIF5A KMT2B LMNB1 MACF1 MAPK8IP3 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND5 MT-ND6 MT-TC MT-TF MT-TK MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTHFS NADK2 NAGA NARS2 NDUFAF1 NEDD4L NEUROD2 NODAL NR2F1 NUS1 P4HTM PARS2 PDSS2 PET100 PGAP1 PHGDH PIGA PIGP PIGQ PIGS PIGT PIGU PIGY PLCH1 POLG POLG2 POLR3GL PPP2R1A PPP3CA PRUNE1 PSMD12 PTCH1 PYCR2 RAB18 RAB3GAP1 RAB3GAP2 RALGAPA1 RERE RNF13 RRM2B SCN1A SCN3A SELENOI SEPSECS SHANK3 SHH SIX3 SLC25A1 SLC25A19 SLC25A4 SLC31A1 SLC35A2 SMC1A SNRPN SON SPATA5 SPATA5L1 SPTBN4 ST3GAL5 STAG2 STIL SUOX TANGO2 TBC1D20 TBCK TDGF1 TELO2 TGIF1 TIMM8A TMEM237 TMEM53 TRAF7 TRAPPC12 TRAPPC2L TSEN15 TSEN2 TSEN34 TSEN54 TUBGCP2 TWNK VAMP2 VPS11 VPS51 YIF1B ZIC2 HP_CEREBRAL_WHITE_MATTER_ATROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CEREBRAL_WHITE_MATTER_ATROPHY AIMP1 ALDH18A1 ALG11 ALG3 ASPA ATP8A2 ATXN2 BCAP31 CACNA1E CLN5 COG5 CPSF3 CSF1R DCX DNM1L DPM2 EIF2B4 EMC1 ERCC6 ERCC8 FA2H FAR1 GBA2 GFM2 HACE1 HSD17B4 HYCC1 IBA57 IDH1 IREB2 IRF2BPL L2HGDH LMNB1 MAG MAN2B1 MDH2 MYL9 NAXE NDUFA8 NSUN3 OPA1 PEX16 PHGDH PLAA POLR3K SLC35A2 SLITRK2 STUB1 STXBP1 TRAPPC11 TTC5 USP7 VPS41 HP_CEREBRAL_WHITE_MATTER_HYPOPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CEREBRAL_WHITE_MATTER_HYPOPLASIA FDXR KDM1A NACC1 NARS1 PSAT1 SLC2A1 STRADA TMX2 WARS2 ZEB2 HP_CERVICAL_C2_C3_VERTEBRAL_FUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CERVICAL_C2_C3_VERTEBRAL_FUSION AEBP1 AFF4 ASH1L ASXL2 BRPF1 CDH11 DKK1 FLNA GDF3 GDF6 MEOX1 MYO18B HP_CERVICAL_CORD_COMPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CERVICAL_CORD_COMPRESSION ARSL COMP CREBBP EP300 EXTL3 IDS IDUA NFIX RMRP HP_CERVICAL_KYPHOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CERVICAL_KYPHOSIS ARSL CHST14 DSE FLNB GZF1 HSPG2 RIPPLY2 SLC26A2 SOX9 HP_CERVICAL_LYMPHADENOPATHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CERVICAL_LYMPHADENOPATHY ARPC1B DEF6 ELANE HMOX1 RAC2 RASGRP1 SLC29A3 TNFRSF1A HP_CERVICAL_MYELOPATHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CERVICAL_MYELOPATHY ARSB COL2A1 EXT1 EXT2 GALNS GLB1 NAXE NMNAT1 HP_CERVICAL_NEOPLASM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CERVICAL_NEOPLASM CDKN1B CXCR4 FGFR3 GATA2 MAD1L1 SRY STK11 HP_CERVICAL_RIBS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CERVICAL_RIBS ACTB AFF3 ANKRD11 GATA6 GPC3 GPC4 IFT57 PDGFRB PUF60 RBM8A RUNX2 SF3B2 SON HP_CERVICAL_SPINAL_CANAL_STENOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CERVICAL_SPINAL_CANAL_STENOSIS ARSL CSPP1 EXTL3 FGFR3 IARS2 KANSL1 KIAA0586 MYH3 NFATC2 PHF6 TRPM3 HP_CERVICAL_SPINAL_CORD_ATROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CERVICAL_SPINAL_CORD_ATROPHY FXN GFAP NEFL PI4KA SPG7 HP_CERVICAL_SPINE_INSTABILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CERVICAL_SPINE_INSTABILITY ARSL B3GALT6 BGN COL2A1 COMP POP1 SMAD3 SOX9 TGFB3 TGFBR1 HP_CERVICAL_SUBLUXATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CERVICAL_SUBLUXATION ARSL COL2A1 DDR2 FLNB GALNS GLB1 IDUA MADD MMP2 RMRP HP_CESSATION_OF_HEAD_GROWTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CESSATION_OF_HEAD_GROWTH ATP10A EIF2B1 OCA2 PLAA SNRPN UBE3A HP_CHEILITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHEILITIS AMN AP1S3 BANK1 BLK BLM C4A C4B CAST CLEC7A CR2 CTLA4 CUBN DNASE1 DSC3 ETS1 FCGR2B FCGR3B FERMT1 GJB2 GJB6 HLA-DRB1 IGHG1 IL10 IL17F IL17RA IL17RC IL36RN IRAK1 IRF5 ITGAM JAZF1 KIAA0319L KRT16 KRT17 KRT6A KRT6B MALT1 MBTPS2 MECP2 OCRL PDCD1 PERP PKP1 PTPN22 PXK SLC39A4 SLC46A1 SPP1 SREBF1 STAT4 TLR7 TNFAIP3 TNFSF4 TNIP1 TRAF3IP2 TREX1 UBE2L3 HP_CHERRY_RED_SPOT_OF_THE_MACULA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHERRY_RED_SPOT_OF_THE_MACULA ASAH1 CTSA DARS1 FUCA1 GALC GLB1 GM2A HEXA HEXB NEU1 PSAP SMPD1 TMEM231 YME1L1 HP_CHEST_PAIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHEST_PAIN ABCC9 ACTA2 ACTC1 ADAMTS19 APC BAP1 BTNL2 CALR CAV3 CDH2 CFTR COL3A1 COL4A5 COL4A6 CRLF1 CTLA4 CTNNB1 DBH DLEC1 DLST DNMT3A DPM3 DSG2 ELN ENG EPAS1 EXT1 EXT2 FBN1 FH FOXE3 GATA4 GATA5 GATA6 GJA5 GNAS HBB HEY2 HLA-B HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRB1 IL12B IRAK1 IRF4 JAK2 KCNA5 KCNE1 KCNE2 KCNJ2 KCNJ3 KCNJ5 KCNQ1 KIF1B LOX MAT2A MAX MDH2 MEF2A MEFV MFAP5 MLX MPL MT-TK MYBPC3 MYH11 MYH7 MYL2 MYL4 MYLK NF1 NKX2-5 NKX2-6 NOD2 NOS1 NPPA NUP155 PIGA PITX2 PLN PNPLA2 PPA2 PPOX PRKAG2 PRKAR1A PRKG1 PRTN3 PTPN22 RASA1 RET RNF6 SAT1 SCN1B SCN2B SCN3B SCN4A SCN4B SCN5A SCNN1A SCNN1B SCNN1G SDHA SDHAF2 SDHB SDHC SDHD SH2B3 SLC25A11 SLC34A2 SMAD2 SMAD3 SMAD4 SPP1 STAT4 STX16 TET2 TGFB2 TGFB3 TGFBR1 TGFBR2 THPO THSD4 TMEM127 TMEM43 TNFRSF1A TNNC1 TP53 TSC1 TSC2 TTN VHL WAS WIPF1 WWOX HP_CHIARI_MALFORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHIARI_MALFORMATION BAZ1B BCL7B BICRA BUD23 CDC45 CHD4 CLIP2 CREBBP CSF1R CTSK CWC27 DACT1 DHCR7 DHDDS DKK1 DNAJC30 DNMT3A DPF2 EIF4H ELN EP300 ERF FANCI FBN1 FGFR1 FGFR2 FGFR3 FKBP6 FLNA FOXF1 FUZ GNAQ GTF2I GTF2IRD1 GTF2IRD2 H3-3A HES7 HMGA2 HRAS IL11RA KANSL1 KRAS LEMD3 LIMK1 MAF MAN2B1 MAP3K7 MBTPS2 METTL27 MKS1 MLXIPL NCF1 NFIA NFKB2 NONO NOTCH2 NOTCH3 NOVA2 PAX2 PHEX PIEZO2 PIK3CA POLR3A POLR3B POR PORCN PPP1CB PPP1R12A PTCH1 PTH1R RAD51 RECQL4 RFC2 RFWD3 RRAS2 SALL1 SC5D SETBP1 SETD2 SF3B2 SH2B1 SIK3 SKI SLC39A14 SMARCA2 SMO SON SPRED1 STAG1 STX1A TAOK1 TBL1XR1 TBL2 TGFBR1 TGFBR2 TMEM270 TMEM94 TONSL TRPM3 VANGL1 VPS37D ZEB2 HP_CHIARI_TYPE_I_MALFORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHIARI_TYPE_I_MALFORMATION CDC45 CREBBP CSF1R CWC27 DHCR7 DHDDS DKK1 DNMT3A DPF2 ELN EP300 ERF FGFR2 H3-3A HRAS KANSL1 KRAS MAF MLXIPL NFIA NFKB2 NONO NOTCH3 NOVA2 PAX2 PIEZO2 POLR3A POLR3B PPP1CB RAD51 SETBP1 SETD2 SH2B1 SKI SLC39A14 SMO SPRED1 STAG1 TAOK1 TMEM94 TRPM3 ZEB2 HP_CHILBLAINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHILBLAINS ADAR C1QB DNASE2 IFIH1 LSM11 RNASEH2A RNASEH2B RNASEH2C RNU7-1 SAMHD1 TREX1 HP_CHILDHOOD_ONSET https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHILDHOOD_ONSET AAAS AARS2 ABCA4 ABCB6 ABHD12 ACADS ACADSB ACO2 ACP5 ACSL4 ACTC1 ADA2 ADAM10 ADAMTS19 ADAR ADCY3 ADGRV1 ADPRS AEBP1 AFG3L2 AGA AGPAT2 AGR2 AGRN AGTPBP1 AICDA AIFM1 AIRE ALAS2 ALDH5A1 ALG10B ALG2 ALPK3 ALS2 AMFR AMT ANK1 ANKH ANKS6 ANTXR2 AP1S2 AP4E1 APC2 APCDD1 APRT APTX AQP5 ARG1 ARHGEF9 ARL6IP1 ARSB ARSK ASAH1 ASPH ATM ATOH1 ATP11A ATP13A3 ATP1A2 ATP1A3 ATP2A1 ATP2B1 ATP2B2 ATP5F1D ATP5MC3 ATP6AP1 ATP6V0A4 ATP6V1A ATP7B ATP9A ATR ATRX B3GALNT2 B4GALNT1 BAAT BAG3 BANF1 BBS2 BDP1 BFSP1 BGN BICD2 BRCA1 BTD BTK C19orf12 C1QB C1QC C3 CA5A CACNA1B CACNA1H CACNA1I CACNA1S CACNB4 CACNG2 CAD CADM3 CALM1 CALM2 CAPN3 CARD9 CARMIL2 CASK CASQ2 CASR CAV1 CBFB CBLIF CBS CC2D1A CCDC134 CCDC39 CCDC78 CCT5 CD19 CD46 CD55 CDH2 CEP290 CEP78 CFAP410 CFAP74 CFB CFI CFL2 CFTR CHCHD10 CHD2 CHKA CHM CHP1 CHRNA2 CHRNA4 CHRNE CIB1 CIC CILK1 CLCN1 CLCN2 CLCN7 CLCNKB CLDN19 CLIC5 CLN8 CLPB CLRN1 CNGA3 CNNM2 CNP COA7 COA8 COASY COL10A1 COL17A1 COL18A1 COL1A1 COL1A2 COL27A1 COL2A1 COL4A1 COL6A2 COL9A2 COPA COPB2 COQ6 COQ8A COQ8B COX6A1 CPA6 CPT1A CPT2 CRAT CRB1 CRB2 CRPPA CSF1R CSF3R CTNNBL1 CTSD CUBN CUX2 CWF19L1 CXCR2 CYB561 CYBB CYP11B1 CYP27B1 CYP2R1 CYP2U1 CYP3A4 CYP7B1 DAAM2 DAB1 DAG1 DARS1 DBR1 DDB1 DDHD2 DEF6 DGKE DHX38 DIAPH1 DMD DMXL2 DNAH1 DNAH11 DNAH9 DNAJB4 DNAJC21 DNAJC3 DNAJC30 DNASE1L3 DOK7 DPAGT1 DPYD DSP DSTYK DTNBP1 DYM DYNC1H1 DZIP1L ECM1 EDAR EDARADD EDC3 EFL1 EIF2AK2 EIF2B4 EIF2B5 ELF4 EMC10 EMD EMILIN1 ENPP1 EPRS1 ERCC4 ERCC6 ERF ERLIN2 EXOC7 EXPH5 EXT1 EXT2 F13A1 F2 F7 FA2H FANCB FBLN5 FBXO7 FCGR2A FCHO1 FCSK FDXR FECH FEZF1 FGA FGB FGD4 FGF13 FGF14 FGFR1 FGG FHL1 FKTN FLG FLNC FLVCR1 FMR1 FOXE3 FOXP2 FRG1 FRRS1L FTSJ1 FZR1 G6PC1 G6PD GABRA3 GABRG2 GALC GALE GATM GBA1 GBA2 GBF1 GCDH GCH1 GDAP1 GEMIN5 GFAP GFPT1 GH1 GHR GIMAP5 GJB2 GJC2 GK GLB1 GLRA2 GLS GMPPB GNB2 GNB3 GNPTAB GNS GON7 GOSR2 GPIHBP1 GPNMB GPR101 GRM6 GRXCR2 GTPBP2 GTPBP3 GUCY1A1 GUCY2D GYG1 HABP2 HADHB HARS1 HAVCR2 HAX1 HCN1 HDAC4 HECTD4 HEPACAM HGSNAT HINT1 HK1 HPDL HPRT1 HS6ST2 HSD11B2 HSPG2 HYAL1 HYDIN ICOS IDH3A IDS IDUA IFIH1 IFT140 IFT43 IGHM IGHMBP2 IGKC IKBKB IKZF1 IL11RA IL17RC IL21R IL36RN IL6ST IMPDH1 IMPG2 INPP5K INSR IRF2BPL IRF7 IRF8 ISCU ITK ITPR3 JAG1 JAG2 KANK2 KBTBD13 KCNA2 KCNB1 KCNC1 KCNH2 KCNJ11 KCNMA1 KCNN2 KCNN4 KCNQ1 KCNQ5 KCNT1 KCTD17 KDELR2 KDM5C KERA KIF12 KIF14 KIF1C KIF3B KIRREL1 KLC2 KMT2A KMT2B KPTN KRT1 KRT14 KRT5 KRT74 KRT83 LACC1 LAGE3 LAMA2 LAMA5 LAMP2 LCK LEP LETM1 LGI3 LIG1 LIG3 LIMS2 LIPN LMBRD1 LMNA LMNB2 LNPK LOXL3 LPIN1 LRIG2 LRIT3 LTBP3 LTV1 LYRM7 MACF1 MAD1L1 MAD2L2 MAFB MAG MAP2K2 MAP3K20 MAPK8IP3 MARS1 MARS2 MAST3 MCM3AP MCM6 MECP2 MECR MEFV MEGF10 MERTK MFN2 MIR184 MLIP MLPH MMP14 MMP2 MOCOS MPIG6B MPZL2 MRE11 MRPS7 MS4A1 MSMO1 MSX1 MTHFR MTRFR MTX2 MYH7 MYO1E MYO5B MYPN MYRF NAT8L NAXD NAXE NBEA NCF4 NDP NDRG1 NDST1 NDUFA1 NDUFA6 NDUFAF2 NDUFAF6 NDUFC2 NEFL NEMF NF1 NFATC2 NFIX NFKB1 NFKB2 NFU1 NGF NKX2-1 NKX6-2 NLGN3 NLGN4X NLRP1 NLRP3 NMNAT1 NPC2 NPHS2 NR0B1 NR4A2 NRIP1 NSD1 NT5C2 NUBPL NUP133 NUP62 NUP85 NUS1 NYX OAT OCRL OFD1 OPA1 ORAI1 OTC P3H2 PADI3 PANK2 PANK4 PCDH19 PCSK1 PDE6B PDE6C PDE6G PDGFB PDGFRB PDK3 PDSS1 PDXK PEPD PET117 PEX10 PEX13 PEX16 PEX2 PFKM PGAP1 PHKA2 PHKB PHKG2 PI4KA PIDD1 PIGM PIK3CD PIK3R1 PITPNM3 PITRM1 PKHD1 PKLR PLA2G6 PLCE1 PLCG2 PLEC PLEKHG5 PLEKHM1 PLP1 PLXNA1 PMM2 PMP22 PMPCB PNKD PNKP PNPLA8 PNPT1 POC1B POLA1 POLE POLG POLR1C POLR3A POLR3B POLRMT POMT1 POMT2 PPA2 PPCS PPP2CA PPP3CA PRDM12 PRKAG2 PRKG2 PRKRA PROM1 PRPF8 PRPS1 PRSS12 PRX PSAP PSMB8 PSMD12 PTPRQ PURA PUS1 PUS7 PYGM PYROXD1 RAB28 RAB33B RAC1 RACGAP1 RAD51 RAF1 RASGRP2 RAX2 RBP4 RDH11 RDH12 REEP1 REEP2 REEP6 REL REST RGS9BP RHO RHOBTB2 RHOH RIGI RIPOR2 RMRP RNF170 RNF216 RNF220 RORB RORC RP1 RP2 RPE65 RPGR RPS19 RPS26 RPS29 RRAGD RRM2B RSPH9 RTN4IP1 RYR1 RYR2 SAMD9 SAMHD1 SASH3 SBF2 SCAPER SCN1A SCN2A SCN3A SCN4B SCN5A SCN8A SCNN1B SCYL1 SDHB SEC23B SEC61A1 SERPINB7 SERPING1 SETD1A SFRP4 SGCD SGCE SGCG SGPL1 SGSH SH2D1A SH3BP2 SH3TC2 SIGMAR1 SIL1 SIN3A SLC12A5 SLC12A6 SLC13A3 SLC16A1 SLC19A2 SLC19A3 SLC20A2 SLC22A5 SLC24A1 SLC24A4 SLC25A19 SLC26A1 SLC2A10 SLC30A9 SLC34A1 SLC34A2 SLC38A3 SLC39A4 SLC39A7 SLC4A4 SLC52A3 SLC6A1 SLC6A19 SLC7A14 SLC9A1 SMPD1 SMPX SNORD118 SNRPN SNX10 SNX14 SOCS1 SOX11 SOX18 SPARC SPART SPATA5L1 SPG11 SPG21 SPTLC1 SPTLC2 SSBP1 STAT1 STAT2 STAT3 STEAP3 STIM1 STK11 STK4 STN1 STS STT3A STX11 STX1B STXBP2 SVIL SYNE1 SYNE2 SYNE4 SYT14 SYT2 TACO1 TACSTD2 TBC1D24 TBC1D2B TBC1D8B TBCE TBX18 TCF3 TCF4 TCHH TECPR2 TECRL TFG TGFB1 TGFBI THRB TIAM1 TICAM1 TIMM8A TINF2 TK2 TMEM126B TMEM240 TMEM38B TMEM63C TMPRSS3 TNFAIP3 TNFRSF9 TNNT2 TP63 TPK1 TPM1 TPM2 TPP1 TPP2 TPRKB TRAC TRAF3 TRAF3IP2 TRAPPC10 TRAPPC11 TRAPPC6B TRDN TREX1 TRIO TRIP13 TRNT1 TRPM3 TRPV4 TRRAP TTC19 TTC8 TTLL5 TTN TUBB4A TUBB4B TULP3 TUSC3 UBA5 UBAP1 UBTF UCHL1 UFSP2 UNC119 UNC13D UNC45B UNG UPF3B UQCRH UROC1 USP48 USP53 VAC14 VCP VEGFC VHL VMA21 VPS13D VPS16 VPS37A VPS41 VWA1 WARS2 WDR19 WDR45 WDR62 WFS1 WNT10A WT1 XIAP XPC ZFYVE19 ZMYND10 ZNF408 ZNF644 ZNF711 ZNFX1 HP_CHILDHOOD_ONSET_SENSORINEURAL_HEARING_IMPAIRMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHILDHOOD_ONSET_SENSORINEURAL_HEARING_IMPAIRMENT ADCY1 ATP2B2 CDH23 COCH ESPN FOXP2 GIPC3 GJB2 GJB6 HGF IARS2 IGF1 MARVELD2 NDE1 PRG4 RIPOR2 SARDH SETBP1 TIMM8A TK2 HP_CHILDHOOD_ONSET_TRUNCAL_OBESITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHILDHOOD_ONSET_TRUNCAL_OBESITY INPP5E MC4R PCSK1 POMC VPS13B HP_CHILLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHILLS ANK1 EPB41 EPB42 GYPC HADHA HADHB HAVCR2 MVK NLRP3 PKHD1 SLC4A1 SPTA1 SPTB TBK1 TICAM1 TLR3 TRAF3 UNC93B1 HP_CHIN_WITH_HORIZONTAL_CREASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHIN_WITH_HORIZONTAL_CREASE CDH11 DLK1 EED FOXP1 MEG3 NAA10 RTL1 SCNM1 TRPS1 TWIST2 HP_CHIN_WITH_H_SHAPED_CREASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHIN_WITH_H_SHAPED_CREASE DLK1 MEG3 MYH3 NALCN RTL1 HP_CHOANAL_STENOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHOANAL_STENOSIS ASXL3 BUB1 CEP55 DCHS1 FAM20C FAT4 FGFR1 FGFR2 FGFR3 FRAS1 KMT2D MBTPS2 MSL3 NFIX PAICS POLR1B POLR1D POR PTDSS1 PTH1R RECQL4 SALL4 SCARF2 SETBP1 SOST TXNL4A HP_CHOKING_EPISODES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHOKING_EPISODES AGRN CACNA1A CHAT COL13A1 DNM1 HTT MYO9A PLA2G6 SCN4A SLC18A3 SLC25A1 SLC2A3 SLC5A7 SNAP25 SYT2 VAMP1 ZNF699 HP_CHOLANGIOCARCINOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHOLANGIOCARCINOMA BMP6 DZIP1L GPR35 HFE MST1 PKHD1 SEMA4D TCF4 HP_CHOLANGITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHOLANGITIS ABCB4 ABCD1 BCAP31 BCS1L CD40LG CIITA CLDN1 DCDC2 DZIP1L IFT140 IGHG2 IGKC IL21R IL36RN ITCH KIF12 MED12 PKHD1 REL RFX5 RFXANK RFXAP WDR35 HP_CHOLECYSTITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHOLECYSTITIS ABCB11 ABCB4 ACVRL1 ALDOA ARSA ATP8B1 CALR ENG F5 GDF2 GPI HK1 IGHG2 IGKC JAK2 MECP2 NR1H4 PKLR PNPLA2 PSAP SMAD4 TFE3 TPI1 HP_CHOLESTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHOLESTASIS ABCB11 ABCB4 ABCC2 ABCD1 ABCD3 ACADVL ADAMTS13 ADAR ADK AGR2 AKR1D1 ALDOA ALDOB ALG6 ALG8 AMACR ANK1 ANKS6 AP1B1 AP1S1 APC2 APOA1 ARG1 ARL13B ASAH1 ATP11C ATP6AP1 ATP6AP2 ATP7A ATP7B ATP8B1 B2M BAAT BCAP31 BCS1L BLVRA BRCA1 BRCA2 CA5A CALR CASK CASR CCDC115 CDAN1 CDIN1 CDKN1B CDKN2A CEP83 CFTR CLDN1 COG6 COG7 COX4I2 CPA1 CPOX CTCF CTRC CYP27A1 CYP7A1 CYP7B1 DCDC2 DEF6 DGUOK DHCR7 DHFR DNASE2 DPAGT1 DUOX2 DUOXA2 DZIP1L EARS2 EIF2AK3 EPB41 EPB42 EPCAM ETFA ETFB ETFDH F5 FARSB FCGR3B FGA FH FLI1 FOCAD G6PD GALE GALK1 GALM GALT GCLC GFM1 GH1 GLIS3 GLRX5 GNAS GNB2 GPI GPR35 GYPC HADHA HADHB HBB HBG2 HESX1 HK1 HMGCL HNF1B HSD17B4 HSD3B7 HTRA2 HYOU1 IARS1 IER3IP1 IFIH1 IFT140 IFT172 IL12A IL12RB1 IL18BP IL2RG INSR IRF5 IYD JAG1 JAK2 KCNN4 KIF12 KIF23 KMT2D KMT2E KRAS KRT18 KYNU LBR LHX3 LHX4 LIPA LPL LSM11 LYST LYZ MARS1 MED12 MMACHC MMEL1 MPV17 MST1 MYO5B NAA10 NBAS NEK8 NEUROG3 NKX2-5 NOTCH2 NPC1 NPC2 NPHP3 NR1H4 NSD1 OCLN PALB2 PALLD PARS2 PAX8 PCSK1 PEPD PERCC1 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PFKM PGM1 PHKA2 PHKG2 PIEZO1 PIGA PKD2 PKHD1 PKLR POLG POLG2 POMC POU1F1 POU2AF1 PRF1 PRKAR1A PROP1 PRPS1 PRSS1 PRSS2 PTPN3 RAB27A RABL3 RBCK1 RFX6 RHAG RHCE RHD RINT1 RNASEH2A RNASEH2B RNASEH2C RNU4ATAC RNU7-1 SAA1 SAMHD1 SC5D SEC23B SEMA4D SERPINA1 SETD2 SHPK SKIC3 SLC10A1 SLC16A2 SLC25A13 SLC26A4 SLC2A1 SLC2A2 SLC30A10 SLC37A4 SLC44A1 SLC4A1 SLC51A SLC51B SLC5A5 SLCO1B1 SLCO1B3 SMAD4 SMPD1 SP110 SPIB SPINK1 SPOP SPTA1 SPTB SPTBN1 STX11 STXBP2 TBX19 TCF4 TFAM TG TJP2 TMEM67 TMPRSS6 TNFSF15 TNPO3 TP53 TPI1 TPO TRAF3IP1 TREX1 TRHR TRMU TSHB TSHR TTC26 TULP3 UBR1 UGT1A1 UNC13D UNC45A UROS USP53 VIPAS39 VPS33B VPS50 WDR35 YARS1 ZFYVE19 ZNF699 HP_CHOLESTATIC_LIVER_DISEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHOLESTATIC_LIVER_DISEASE AMACR CCDC115 DHCR7 DNASE2 EPCAM HADHA HSD3B7 NEUROG3 NOTCH2 PERCC1 PRF1 SHPK STX11 STXBP2 UNC13D VIPAS39 VPS33B YARS1 HP_CHOLESTEATOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHOLESTEATOMA APC2 COG1 DDR2 EYA1 FOCAD NFIX NKX2-1 NSD1 SETD2 SIX1 SYK HP_CHONDROCALCINOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHONDROCALCINOSIS ALPL ANKH AP2S1 ATP7A ATP7B CDC73 CLCNKB FXYD2 GCM2 GNA11 HYAL1 KCNJ1 LMNA MEFV MEN1 NOTCH3 PDGFRB SLC12A1 SLC12A3 TNFRSF11B TNFRSF1A WRN HP_CHONDROSARCOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHONDROSARCOMA EXT1 EXT2 IDH1 IDH2 NR4A3 PTH1R TAF15 HP_CHORDEE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHORDEE CARS1 CDC42BPB COX7B DYRK1A FGFR1 HCCS HOXA13 KDM1A MAP3K1 NDUFB11 POR PPP1R12A PTDSS1 SRY ZEB2 ZMYM2 ZNF699 HP_CHOREA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHOREA AARS1 ABHD16A ACAT2 ACP5 ADA2 ADAR ADCY5 ALS2 AP1S2 AP2M1 APTX ARSA ARX ATG7 ATM ATN1 ATP1A2 ATP1A3 ATP5MK ATP7A ATXN1 ATXN2 ATXN7 BANK1 BLK C4A C4B CACNA1A CACNA1B CACNA2D1 CACNA2D2 CARS2 CASK CDKL5 CERS1 CHKA CHMP1A CIC CLCN4 CLPB COX20 CP CR2 CTDP1 CTLA4 DCAF17 DDC DHX30 DLAT DMXL2 DNASE1 DPYSL5 DYSF EIF2AK2 ELP2 ERCC2 ERCC6 ETS1 FBXL4 FBXO28 FCGR2B FCGR3B FOXG1 FRRS1L FTL FUS FXN GABRA2 GABRG2 GAMT GCDH GCH1 GJC2 GLYCTK GM2A GNAO1 GNAS GON7 GPR88 GRIA2 GRIA4 GRIK2 GRIN1 GRIN2B GRM7 GTPBP2 GUF1 HCFC1 HLA-DRB1 HPRT1 HSD17B10 HSPD1 HTT IGHG1 IL10 IRAK1 IREB2 IRF2BPL IRF5 ITGAM JAZF1 JPH3 KCNA1 KCNMA1 KCNN2 KIAA0319L KIF1C KIF5A LRPPRC MECP2 MECR MED23 MICOS13 MICU1 MMUT MRE11 MRM2 MRPS34 MT-ATP6 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TK MT-TL1 MT-TV MT-TW MYORG NADK2 NAXD NDUFA1 NDUFA13 NDUFA9 NDUFAF5 NEUROD2 NGLY1 NKX2-1 NPTX1 NUP54 NUP62 OPA3 PANK2 PDCD1 PDE10A PDE2A PDGFB PDGFRB PDHA1 PIGN PIGP PIGQ PIK3R5 PITX3 PLA2G6 PLP1 PNKD PNKP PNPT1 POLG POU3F3 PRNP PRRT2 PSAP PSMC1 PTPN22 PTS PUM1 PXK QDPR RHOBTB2 RNF216 SCN1A SCN1B SCN2A SCN8A SEPSECS SETX SH2B1 SHQ1 SIGMAR1 SIK1 SLC13A5 SLC16A2 SLC19A3 SLC1A3 SLC20A2 SLC25A22 SLC25A42 SLC2A1 SLC2A3 SLC30A9 SLC32A1 SLC6A3 SLC6A8 SPG11 SPOP SPP1 SPR SPTBN4 SPTLC1 ST3GAL5 STAT4 STUB1 STXBP1 SUCLG1 SUOX SYT1 TAF1 TBP TIMM50 TLR7 TMEM106B TMEM151A TNFAIP3 TNFSF4 TNIP1 TNR TOE1 TRAPPC11 TREM2 TREX1 TRIM8 TRPM3 TSEN15 TSEN2 TSEN34 TSEN54 TUBB4A TYROBP UBE2L3 UBTF UGDH VAMP2 VPS13A VPS4A WARS2 XK XPA XPR1 ZNF142 HP_CHOREOATHETOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHOREOATHETOSIS ABHD16A ADAR ADCY5 AP1S2 ARX ATG7 ATM ATN1 ATP1A2 ATP1A3 CACNA1A CACNA1B CASK CDKL5 CERS1 CHKA CLPB COX20 DCAF17 DDC DLAT DMXL2 EIF2AK2 ELP2 ERCC2 ERCC6 FBXL4 FBXO28 FRRS1L FTL GABRG2 GCDH GCH1 GJC2 GNAO1 GNAS GON7 GRIK2 GRIN1 GRM7 GTPBP2 GUF1 HCFC1 HPRT1 HSD17B10 HSPD1 IREB2 IRF2BPL KCNA1 MECP2 MED23 MICOS13 MICU1 MMUT MRE11 MRPS34 MT-ATP6 NADK2 NDUFA1 NDUFA13 NDUFA9 NDUFAF5 NEUROD2 NKX2-1 NUP54 NUP62 OPA3 PANK2 PDE2A PDHA1 PIGN PIGP PIGQ PIK3R5 PLP1 PNKD PNKP PNPT1 POLG POU3F3 PRRT2 PTS QDPR SCN1A SCN1B SCN2A SCN8A SEPSECS SETX SH2B1 SIK1 SLC13A5 SLC16A2 SLC1A3 SLC25A22 SLC25A42 SLC2A1 SLC30A9 SLC32A1 SPR SPTBN4 ST3GAL5 STXBP1 SUCLG1 SUOX SYT1 TIMM50 TMEM106B TMEM151A TNR TOE1 TRIM8 TRPM3 TSEN15 TSEN2 TSEN34 TSEN54 TUBB4A VPS13A XPA XPR1 HP_CHORIOCAPILLARIS_ATROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHORIOCAPILLARIS_ATROPHY ACVRL1 CRB1 CYP4V2 GUCA1A GUCY2D PRPH2 TIMP3 HP_CHORIOCARCINOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHORIOCARCINOMA BCL10 CDKN2A CHEK2 FGFR3 KIT MDM2 STK11 TP53 HP_CHORIORETINAL_ATROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHORIORETINAL_ATROPHY ACVRL1 C1QTNF5 CFH CFI CHM CLCN2 COL18A1 CRB1 CRX CTNNB1 CYP4V2 EFEMP1 EYS FSCN2 FZD4 GUCA1A GUCY2D HADHA HMX1 JAG1 KRAS LCA5 LRAT LRP5 NDE1 NDP NRL OAT PAX2 PNPLA6 PRPH2 RNU7-1 ROM1 RPE65 SAG SLC25A15 SPATA7 TEAD1 TIMP3 TSPAN12 VCAN ZNF408 HP_CHORIORETINAL_COLOBOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHORIORETINAL_COLOBOMA ABCB6 ACTB AKT1 BCOR BMP4 C12orf57 CASK CC2D2A CCDC22 CEP290 CHD7 CHN1 CLDN19 DACT1 DPYSL5 GDF3 GZF1 HHAT HMGB3 HMX1 INPP5E MAFB MPDZ NAA10 PAX6 PIGL PORCN PTEN RBP4 RERE RPGRIP1L SALL1 SALL4 SEMA3E SHH SIX3 SIX6 SPTBN1 TBX22 TMEM138 TMEM216 TMEM231 TMEM237 TMEM67 VPS35L WAC WASHC5 YAP1 ZEB2 ZNF423 ZNF668 HP_CHORIORETINAL_DEGENERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHORIORETINAL_DEGENERATION ACVRL1 ADAMTS18 C1QTNF5 CFH CFI CHM CLCN2 COL18A1 COL8A2 CRB1 CRX CTNNB1 CYP4V2 DPP6 EFEMP1 EYS FSCN2 FZD4 GRHL2 GUCA1A GUCY2D HADHA HMX1 JAG1 KRAS LCA5 LRAT LRP5 NDE1 NDP NRL OAT OVOL2 PAX2 PNPLA6 POU3F4 PRPH2 RNU7-1 ROM1 RP2 RPE65 SAG SLC25A15 SPATA7 TEAD1 TIMP3 TSPAN12 VCAN VSX1 ZEB1 ZNF408 HP_CHORIORETINAL_DYSPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHORIORETINAL_DYSPLASIA B3GALNT2 B4GAT1 COL4A1 COX7B CRPPA DAG1 FKRP FKTN HCCS KIF11 LARGE1 NDUFB11 OCRL POMGNT1 POMGNT2 POMK POMT1 POMT2 RXYLT1 TUBGCP4 TUBGCP6 HP_CHORIORETINAL_HYPOPIGMENTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHORIORETINAL_HYPOPIGMENTATION DCT IFNG MAGEL2 PAX6 SIM1 SLC25A15 TSC1 TSC2 VPS33A WT1 HP_CHOROIDAL_HEMANGIOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHOROIDAL_HEMANGIOMA CCM2 GNAQ KRIT1 PDCD10 PIK3CA HP_CHOROIDAL_NEOVASCULARIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHOROIDAL_NEOVASCULARIZATION ABCC6 AGXT APOE C1QTNF5 CFH CFHR1 CFHR3 CFI CLCN2 CLEC3B EFEMP1 ENPP1 FBLN1 FBLN5 FBN2 HLA-A HMCN1 MAPKAPK3 PRPH2 TIMP3 XYLT1 XYLT2 HP_CHOROIDEREMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHOROIDEREMIA BEST1 CHM EPHA2 IMPG1 IMPG2 POU3F4 PRPH2 UBE3B HP_CHOROID_PLEXUS_CARCINOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHOROID_PLEXUS_CARCINOMA CDKN2A CHEK2 MDM2 SMARCB1 TP53 HP_CHOROID_PLEXUS_CYST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHOROID_PLEXUS_CYST EXOC8 FH FOXF1 IFT43 NEDD4L NPHP3 PHGDH SETBP1 ZBTB18 ZSWIM6 HP_CHROMOSOMAL_BREAKAGE_INDUCED_BY_CROSSLINKING_AGENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHROMOSOMAL_BREAKAGE_INDUCED_BY_CROSSLINKING_AGENTS BRCA2 BRIP1 COX4I1 DCLRE1B FANCA FANCC FANCD2 FANCE FANCF FANCI FANCL MAD2L2 PALB2 RAD51 SLX4 UBE2T HP_CHROMOSOMAL_BREAKAGE_INDUCED_BY_IONIZING_RADIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHROMOSOMAL_BREAKAGE_INDUCED_BY_IONIZING_RADIATION AKT1 BAP1 NF2 PDGFB PIK3CA RAD50 RNF168 SMARCB1 SMARCE1 SMO SUFU TERT TRAF7 HP_CHROMOSOME_BREAKAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHROMOSOME_BREAKAGE AKT1 BAP1 BLM BRCA1 BRCA2 BRIP1 COX4I1 DCLRE1B DNAJC21 ERCC4 FANCA FANCC FANCD2 FANCE FANCF FANCI FANCL FMR1 MAD2L2 MCM4 NF2 PALB2 PDGFB PIK3CA RAD50 RAD51 RAD51C RNF168 SLX4 SMARCB1 SMARCE1 SMO SUFU TERT TMEM185A TRAF7 UBE2T XRCC2 HP_CHRONIC_AXONAL_NEUROPATHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHRONIC_AXONAL_NEUROPATHY COG8 GDAP1 HSPB1 KCNJ10 SETX SPTLC1 SYNE1 HP_CHRONIC_BRONCHITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHRONIC_BRONCHITIS ALMS1 CARMIL2 CCDC39 CCDC40 CCDC65 CFAP298 CFTR DNAAF11 DNAAF4 DNAAF5 DNAH7 DNMT3B GUSB HYDIN ODAD2 ODAD3 RAC2 RSPH4A SCNN1A SCNN1B SCNN1G SERPINA1 SPAG1 TRAF3IP1 ZBTB24 ZMYND10 HP_CHRONIC_CONSTIPATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHRONIC_CONSTIPATION ABL1 ADAT3 ADNP AFF3 ARSB ASH1L BICRA CAMK2B CAMTA1 CNP COL1A1 COL5A1 COL5A2 CREBBP DCPS DDOST DNAJC13 EIF4G1 EIF5A ELF4 ELN EP300 ERBB2 FAR1 FBXO28 FGF12 GATAD2B GBA1 GIGYF2 GNB2 GRIA1 H1-4 H3-3A H3-3B H4C5 HIVEP2 HNRNPH2 HS2ST1 IGBP1 IPO8 KMT5B LBX1 LMNB1 LMNB2 LRRK2 MADD MAGEL2 MARS2 MECP2 MED13 MEFV MLXIPL MLYCD MNX1 MOGS MSL3 MYH11 MYO1H NGLY1 NSD2 ODC1 OPA1 OTUD6B PAK2 PCGF2 PHOX2B POGZ POU4F1 PPP1CB PPP1R21 PPP2R1A PRKG2 PSMB8 RAI1 RORA SETD1A SETD5 SH2B1 SLC12A2 SLC25A36 SLC38A3 SMO SNCA SOX17 SPART SPATA5 SPOP SUPT16H TANC2 TAOK1 TBCD TCEAL1 TFE3 TMCO1 TNFRSF1A TRIM8 TRIO UBE2A UFC1 UGP2 UPF3B USP7 USP9X VPS35 WASF1 ZNF292 HP_CHRONIC_DIARRHEA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHRONIC_DIARRHEA ADA ADNP AGR2 ALG1 ANTXR2 ASAH1 ATM ATP5F1A ATP6AP1 ATP7A BACH2 BTK C4B CARD11 CARD8 CARMIL2 CASP8 CCDC47 CD3D CD3G CHD7 CLMP COG4 COG6 CR2 CYP27A1 DCLRE1C DNASE2 DOCK2 EPCAM ERCC2 ETHE1 FCHO1 FOXP3 GUCY2C HEATR3 HEXB HYOU1 IDS IDUA IGHM IGKC IKBKB IKBKG IL21R IL2RA IL2RG IL6ST IL7R IPO8 IRF2BP2 ITCH ITGB2 JAK3 KMT5B LIG4 LRBA MADD MGME1 MTTP MVK NBN NFKBIA NSUN2 ORAI1 OTULIN PERCC1 PGM1 PIK3CD PIK3R1 PKP1 POLA1 PPP2R5D RAG1 RAG2 RBCK1 REL RMRP RNF113A RYR3 SAA1 SAMD9 SKIC2 SLC10A2 SLC35C1 SLC39A4 SLC51A SLC51B SLC5A1 SON SREBF1 STX3 TCF3 TERT TFRC TKFC TNFRSF1A TOM1 USP7 VPS45 WAS WIPF1 ZAP70 HP_CHRONIC_FATIGUE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHRONIC_FATIGUE ALDH4A1 BRCA1 BRCA2 CDKN2A EIF2AK4 IVNS1ABP KRAS MC2R MDM4 MRAP NLRP3 NNT PALB2 PALLD PSAP RABL3 SMAD2 SMAD3 SMAD4 STAR TK2 TP53 TXNRD2 HP_CHRONIC_FURUNCULOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHRONIC_FURUNCULOSIS CTSC IL17RA OTULIN PSEN1 PSENEN HP_CHRONIC_GASTRITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHRONIC_GASTRITIS ELF4 FOCAD IGHG2 IGKC IPO8 HP_CHRONIC_HEMOLYTIC_ANEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHRONIC_HEMOLYTIC_ANEMIA ABCG8 HBB NHLRC2 PKLR SPTB TPI1 HP_CHRONIC_HEPATIC_FAILURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHRONIC_HEPATIC_FAILURE ALDOB BMP6 CC2D2A GPR35 HADHA HADHB HFE INPP5E MST1 RPGRIP1L SEMA4D SP110 TCF4 TMEM67 HP_CHRONIC_HEPATITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHRONIC_HEPATITIS AIRE ALMS1 C4B CD40LG CIITA HBB IL21R PGM1 RFX5 RFXANK RFXAP SKIC2 HP_CHRONIC_HEPATITIS_DUE_TO_CRYPTOSPORIDIUM_INFECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHRONIC_HEPATITIS_DUE_TO_CRYPTOSPORIDIUM_INFECTION CIITA IL21R RFX5 RFXANK RFXAP HP_CHRONIC_INFECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHRONIC_INFECTION BCHE BCOR CARD9 CLCN7 FIP1L1 HBB IRF2BP2 MAGT1 NABP1 NPM1 NUMA1 PLEKHM1 PML PRKAR1A RARA RPS14 SF3B1 STAT3 STAT5B TBL1XR1 TCIRG1 TET2 ZBTB16 HP_CHRONIC_KIDNEY_DISEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHRONIC_KIDNEY_DISEASE ACP5 ACTN4 AGXT AHI1 ALDOB ALG5 ALG9 ALMS1 ANKFY1 ANKS6 ANLN APOL1 APRT ARHGAP24 ARHGDIA AVIL B2M BBIP1 BICC1 BNC2 BSND C3 CC2D2A CD151 CD2AP CD81 CEP164 CEP290 CEP83 CFH CFHR5 CHRNA3 CLCN5 CLCNKA CLCNKB CLDN16 CLDN19 COL4A3 COL4A4 COL4A5 COL4A6 COL7A1 COQ6 COQ8B CORIN CPT2 CRB2 CTNS DAAM2 DCDC2 DGKE DNAJB11 DSTYK DZIP1L EHHADH EIF2AK3 EMP2 FAN1 FLT1 FN1 GANAB GAPVD1 GATA3 GATM GCDH GLIS2 GON7 GSN HNF1B HNRNPK IFNG IFT122 IFT140 IFT172 IFT43 INF2 INVS IQCB1 JAG1 KYNU LAGE3 LAMA5 LAMB2 LDHA LMX1B LZTFL1 MAFB MAGI2 MAPKBP1 MEFV MMP1 MMUT MT-TL1 MUC1 MYO1E MYOCD NDUFAF6 NEK8 NOD2 NOS1AP NPHP1 NPHP3 NPHP4 NPHS1 NPHS2 NTRK1 NUP107 NUP133 NUP160 NUP205 NUP37 NUP85 NUP93 OCRL OSGEP PAX2 PBX1 PIGA PKD1 PKD2 PKDCC PKHD1 PLCE1 POLRMT PPOX PRKCD PRPS1 PTPRO PUS3 PYGM RAD51C REN RNU7-1 ROBO1 RPGRIP1L RRM2B SAA1 SARS2 SDCCAG8 SEC61A1 SGPL1 SH2B1 SLC22A12 SLC2A9 SLC30A9 SLC34A1 SLC37A4 SLC41A1 SLC4A2 SLC7A7 SMARCAL1 SOX18 SPRY2 SRCAP STOX1 TBC1D8B TMEM126B TMEM231 TMEM67 TP53RK TPRKB TRAF3IP1 TRPC6 TSC1 TSC2 TTC21B TTC26 WDR19 WT1 XPNPEP3 YRDC ZMPSTE24 ZNF699 HP_CHRONIC_LEUKEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHRONIC_LEUKEMIA ABL1 ADAR ASXL1 BCR IFIH1 JAK2 KIT LSM11 MEFV MPL PIK3R1 RNASEH2A RNASEH2B RNASEH2C RNU7-1 SAMHD1 SRSF2 TET2 THPO TREX1 WAS WIPF1 HP_CHRONIC_LUNG_DISEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHRONIC_LUNG_DISEASE AFF4 BLM CDON CFTR CSPP1 CTCF DISP1 DLL1 FCGR2A FGF8 FGFR1 FOXE1 FOXH1 GAS1 GLI2 HABP2 ITCH KIAA0586 LAT LRBA LRRC56 MINPP1 NODAL PEPD PIGY PLCH1 PRIM1 PTCH1 RIPK1 SERPINH1 SFTPB SHH SIX3 SMC1A STAG2 STIL TDGF1 TGFB1 TGIF1 THSD1 ZIC2 ZNF699 HP_CHRONIC_LYMPHATIC_LEUKEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHRONIC_LYMPHATIC_LEUKEMIA ADAR ASXL1 IFIH1 KIT LSM11 MEFV PIK3R1 RNASEH2A RNASEH2B RNASEH2C RNU7-1 SAMHD1 SRSF2 TET2 TREX1 HP_CHRONIC_LYMPHOCYTIC_MENINGITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHRONIC_LYMPHOCYTIC_MENINGITIS CIITA RFX5 RFXANK RFXAP SLC35C1 HP_CHRONIC_MUCOCUTANEOUS_CANDIDIASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHRONIC_MUCOCUTANEOUS_CANDIDIASIS ADA AIRE AP3B1 CARD9 CARMIL2 CD247 CD3D CD3E CD3G CD40LG CIITA CLEC7A CORO1A DCLRE1C DOCK2 EPG5 IKBKB IKBKG IL17F IL17RA IL17RC IL2RA IL2RG IL6ST IL7R ITGB2 JAK3 KNSTRN LCK MVK NFKBIA PGM3 PIK3CD RFX5 RFXANK RFXAP RORC SP110 SREBF1 STAT1 STAT3 STK4 TFRC TLR8 TOM1 TRAC TRAF3IP2 WDR1 ZAP70 ZNF341 HP_CHRONIC_MYELOGENOUS_LEUKEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHRONIC_MYELOGENOUS_LEUKEMIA ABL1 BCR JAK2 MPL THPO HP_CHRONIC_NEUTROPENIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHRONIC_NEUTROPENIA CDC40 CXCR2 DNAJC21 EFL1 FIBP LRBA PPIL1 SBDS SLC37A4 SRP54 HP_CHRONIC_NONINFECTIOUS_LYMPHADENOPATHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHRONIC_NONINFECTIOUS_LYMPHADENOPATHY ABCA1 ATRX CASP10 DAXX FAS FASLG FOXE1 HABP2 MINPP1 PRKCD RASGRP1 SDHD HP_CHRONIC_ORAL_CANDIDIASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHRONIC_ORAL_CANDIDIASIS AIRE AP3B1 CARD9 CD247 CD3D CD3E CD3G CD40LG CORO1A DCLRE1C DOCK2 IKBKB IL17RA IL2RA IL2RG JAK3 KNSTRN LCK MVK PIK3CD RORC STAT1 TFRC TLR8 TRAC TRAF3IP2 WDR1 ZAP70 ZNF341 HP_CHRONIC_OTITIS_MEDIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHRONIC_OTITIS_MEDIA ABCA12 AGA AK2 ALOX12B ALOXE3 ANKRD11 APC2 ARVCF ASPRV1 BAZ1B BCL7B BLNK BTK BUD23 CARMIL2 CCDC103 CCDC39 CCDC40 CCDC65 CCNO CD19 CD79A CD79B CD81 CFAP221 CFAP298 CFAP300 CFAP45 CFAP74 CLIP2 COMT CPLX1 CR2 CTBP1 CTLA4 CYP4F22 DEAF1 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAJC30 DNAL1 DOCK8 DRC1 EIF4H ELN FGFR2 FKBP6 FLII FMR1 FOXJ1 GAS2L2 GAS8 GATA2 GNB2 GP1BB GTF2I GTF2IRD1 GTF2IRD2 HIRA HLA-DPA1 HLA-DPB1 HYDIN ICOS IGHM IGLL1 IL11RA IL6ST IQSEC2 IRF2BP2 IRF6 JMJD1C KAT6A LETM1 LIMK1 LIPN LRRC56 LRRC8A MCIDAS METTL27 MLXIPL MS4A1 MSX1 NCF1 NECTIN1 NEK10 NELFA NFKB1 NFKB2 NIPAL4 NME5 NME8 NSD1 NSD2 NXN OCRL ODAD1 ODAD2 ODAD3 ODAD4 OFD1 PGM3 PIGG PIK3R1 PRKCD PRTN3 PTPN22 RAI1 RFC2 ROR2 RPGR RREB1 RSPH1 RSPH3 RSPH4A RSPH9 RUNX2 SDR9C7 SEC24C SETD2 SLC25A12 SLC39A7 SPAG1 SPEF2 SPI1 STAT3 STK36 STX1A SULT2B1 TAF1 TAP1 TAP2 TAPBP TBL2 TBX1 TBX4 TCF3 TGDS TGM1 TMEM270 TNFRSF13B TNFRSF13C TNFSF12 TP63 TP73 TTC12 UFD1 VPS37D WAS WIPF1 ZMYND10 HP_CHRONIC_PAIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHRONIC_PAIN ATXN3 COL7A1 CTSK FLVCR1 MMP1 TGFB2 HP_CHRONIC_PANCREATITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHRONIC_PANCREATITIS GK PNPLA2 SLC37A4 SPINK1 XPNPEP3 HP_CHRONIC_PULMONARY_OBSTRUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHRONIC_PULMONARY_OBSTRUCTION ALMS1 ARVCF BLM CARMIL2 COMT CTLA4 CYBA CYBB CYBC1 DNAAF4 GLA GP1BB HIRA HLA-DPA1 HLA-DPB1 HMOX1 JMJD1C MCIDAS MMP1 MPEG1 NCF1 NCF2 NCF4 NFKB1 PRTN3 PTPN22 RAC2 RREB1 RSPH1 RSPH3 RSPH9 SEC24C SERPINA1 TBX1 THSD4 UFD1 WAS WIPF1 HP_CHRONIC_RHINITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHRONIC_RHINITIS ALG12 CCDC103 CCDC39 CCDC40 CCDC65 CCNO CFAP221 CFAP298 CFAP300 CFAP74 CLCN7 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAL1 DRC1 FOXJ1 GAS2L2 GAS8 HYDIN LRRC56 MCIDAS NEK10 NLRP1 NME5 NME8 ODAD1 ODAD2 ODAD3 ODAD4 OFD1 RAG1 RAG2 RPGR RSPH1 RSPH3 RSPH4A RSPH9 SASH3 SLC29A3 SNX10 SPAG1 SPEF2 SPINK5 STK36 TCIRG1 TNFSF11 TTC12 ZMYND10 HP_CHRONIC_SINUSITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHRONIC_SINUSITIS BLNK CCDC103 CCDC39 CCDC40 CCDC65 CCNO CD79B CFAP221 CFAP298 CFAP300 CFAP45 CFAP52 CFAP74 CFTR CSPP1 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH7 DNAH9 DNAI1 DNAI2 DNAJB13 DNAL1 DRC1 FCGR2A FOXJ1 GAS2L2 GAS8 HYDIN IGHG2 IGKC LIG4 LRRC56 MCIDAS MGP NEK10 NME5 NME8 ODAD1 ODAD2 ODAD3 ODAD4 OFD1 PGM3 PIK3CD PIK3R1 PTEN RNF168 RPGR RSPH1 RSPH3 RSPH4A RSPH9 SASH3 SPAG1 SPEF2 STK36 TAP1 TAP2 TAPBP TGFB1 TTC12 ZMYND10 HP_CHYLOTHORAX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CHYLOTHORAX ACTA1 ADAMTS3 ALG14 BRAF BTNL2 CBL CCBE1 EPHB4 FAT4 FOXC2 HLA-DRB1 KIF11 MAP2K1 PIEZO1 PTPN11 RASA1 TSC1 TSC2 HP_CIGARETTE_PAPER_SCARS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CIGARETTE_PAPER_SCARS COL12A1 COL1A1 COL3A1 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 CTSC SLC39A13 HP_CIRRHOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CIRRHOSIS ABCB11 ABCB4 ABHD5 ACVRL1 AGPAT2 ALDOB ALMS1 AP1B1 AP1S1 APC APOE ARG1 ARHGAP31 ASS1 ATP6AP1 ATP6AP2 ATP7B ATP8B1 AXIN1 BCS1L BMP2 BMP6 BSCL2 CALR CASP8 CAV1 CAVIN1 CC2D2A CCDC115 CD40LG CEACAM3 CEACAM6 CFTR CLCA4 COG4 COG6 CP CTC1 CTNNB1 CYP7B1 DCDC2 DCTN4 DGUOK DHCR7 DKC1 DLL4 DOCK6 EDNRA ENG EOGT F5 FAH FARSB FCGR2A FECH FOS GALT GBA1 GBE1 GCLC GDF2 GLRX5 GPR35 GSTM3 HAMP HBB HFE HJV HMOX1 HSD3B7 IFT43 IGF2R IL12A IL12RB1 IL21R INPP5E IRF5 ITCH JAG1 JAK2 KCNN4 KIF12 KIF3B KRT18 LBR LIG3 LIPA MARS1 MED12 MET MIF MMEL1 MPI MPV17 MST1 MTTP MUC5B NGLY1 NHP2 NOP10 NOTCH1 NPHP3 NPM1 NR1H4 PARN PDGFRL PEX1 PHKA2 PHKB PHKG2 PIGA PIK3CA PKHD1 POLG POU2AF1 PPARG PRIM1 PYGL RBPJ RPGRIP1L RRM2B RTEL1 SCARB2 SEMA4D SERPINA1 SFTPA2 SFTPC SKIC2 SKIC3 SLC11A1 SLC25A13 SLC26A9 SLC30A10 SLC40A1 SLC6A14 SLC7A7 SLC9A3 SMAD4 SMPD1 SPIB STX1A TALDO1 TCF4 TERC TERT TFAM TFR2 TGFB1 TINF2 TJP2 TMEM67 TNFSF15 TNPO3 TP53 TREX1 TRMT5 TTC26 TULP3 TYMP TYMS UROD USB1 WRAP53 YARS1 ZFYVE19 HP_CLAW_HAND_DEFORMITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CLAW_HAND_DEFORMITY HK1 HSPB1 INF2 NDRG1 PDXK SIGMAR1 HP_CLEFT_ALA_NASI https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CLEFT_ALA_NASI ALX4 FRAS1 FREM2 GRIP1 PORCN HP_CLEFT_LIP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CLEFT_LIP ACTB ADA2 ALX3 ALX4 AMER1 ANKRD17 ARHGAP31 ASXL1 B3GLCT BCOR BMP4 C2CD3 CC2D2A CCDC32 CDH1 CDON CEP120 CHD7 CHST14 CHUK CILK1 COLEC10 COLEC11 CPLANE1 CPLX1 CTBP1 CTNND1 CYP26C1 DDX3X DDX59 DEAF1 DHODH DISP1 DLL1 DLX4 DSE DVL1 DVL3 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 EFNB1 EIF2S3 EPG5 ESCO2 EVC EVC2 FAM20C FBXO11 FGD1 FGF20 FGF8 FGFR1 FGFRL1 FKRP FKTN FLII FLNB FLRT3 FOXA2 FOXC2 FOXF1 FOXH1 FRAS1 FREM2 FZD2 GAS1 GATA1 GDF11 GFRA1 GJA1 GLI2 GLI3 GPC3 GPC4 GREB1L GRHL3 GRIP1 H4C3 HEATR3 HESX1 HOXD13 HYLS1 IFT57 IFT80 INTS1 INTU IQSEC2 IRF6 ITGA8 JARID2 JUP KANSL1 KAT5 KATNIP KIF7 LARGE1 LETM1 LHX4 LMX1B MASP1 MED12 MEIS2 MEOX1 MID1 MKS1 MSX1 MSX2 MTHFR MYL11 NAA10 NBN NECTIN1 NEK1 NELFA NIPBL NODAL NSD2 NSDHL NSMF NUAK2 NUP107 OCLN OFD1 OTX2 PAX3 PHF8 PHGDH PIGG PIGL PIGN PIGV PLCH1 POLR1B POLR1C POLR1D POMT1 POMT2 PORCN POU1F1 PROKR2 PROP1 PTCH1 RAB5IF RAI1 RERE RET RIC1 RIPK4 RPGRIP1L RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RSPO2 SEMA3E SF3B2 SF3B4 SHH SIX3 SLC29A3 SLC2A10 SMAD4 SMC1A SMCHD1 SMG9 SMO SMOC1 SMPD4 SNRPB SPECC1L SPOP STAG2 STIL SUMO1 TAPT1 TBX2 TCOF1 TCTN2 TCTN3 TDGF1 TFAP2A TFE3 TGDS TGIF1 TMCO1 TP63 TRAPPC9 TRRAP TSR2 TXNL4A UBB VANGL2 VAX1 WDR35 WLS WNT3 WNT4 WNT5A WNT9B YAP1 ZIC2 ZSWIM6 HP_CLEFT_SOFT_PALATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CLEFT_SOFT_PALATE ADA2 BUB1 COL2A1 DDX59 DVL1 DYRK1A FKBP14 GATA1 GNB2 GRHL3 H4C5 HEATR3 IPO8 KCNK9 MED12 MSX2 NEK1 NONO NXN POLR3A RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 SCNM1 SLC25A19 SMARCD1 SNRPB SON STAC3 TCOF1 TGFB3 TP63 TSR2 UBB ZPR1 HP_CLEFT_UPPER_LIP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CLEFT_UPPER_LIP ACTB ALX3 AMER1 ARHGAP31 ASXL1 B3GLCT BCOR CC2D2A CDH1 CDON CEP120 CHD7 CHUK CILK1 COLEC10 COLEC11 CPLANE1 CPLX1 CTBP1 CTNND1 CYP26C1 DDX3X DDX59 DEAF1 DHODH DISP1 DLL1 DLX4 DVL1 DVL3 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 EFNB1 EPG5 ESCO2 EVC EVC2 FAM20C FGD1 FGF20 FGF8 FGFR1 FGFRL1 FKRP FKTN FLII FLNB FOXA2 FOXC2 FOXH1 FRAS1 FREM2 FZD2 GAS1 GDF11 GFRA1 GJA1 GLI2 GLI3 GPC3 GPC4 GREB1L GRHL3 GRIP1 H4C3 HESX1 HOXD13 HYLS1 IFT80 INTU IQSEC2 IRF6 ITGA8 JUP KANSL1 KAT5 KIF7 LARGE1 LETM1 LHX4 LMX1B MASP1 MED12 MEIS2 MEOX1 MID1 MKS1 MSX1 MSX2 NAA10 NBN NECTIN1 NEK1 NELFA NIPBL NODAL NSD2 NSDHL NUAK2 OFD1 OTX2 PAX3 PHF8 PHGDH PIGG PIGN PIGV PLCH1 POLR1B POLR1C POLR1D POMT1 POMT2 PORCN POU1F1 PROKR2 PROP1 PTCH1 RAB5IF RAI1 RET RIPK4 RPGRIP1L RPL5 RPS19 RSPO2 SEMA3E SF3B2 SF3B4 SHH SIX3 SLC29A3 SLC2A10 SMAD4 SMC1A SMO SMOC1 SMPD4 SPECC1L SPOP STAG2 STIL SUMO1 TAPT1 TCOF1 TCTN2 TCTN3 TDGF1 TFAP2A TGDS TGIF1 TMCO1 TP63 TRAPPC9 TXNL4A VAX1 WDR35 WLS WNT3 WNT5A WNT9B YAP1 ZIC2 ZSWIM6 HP_CLINODACTYLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CLINODACTYLY ABCC8 ABL1 ACVR1 ADNP AFF2 AGO2 AKT1 ALDH1A2 ALG12 ALG3 ALX1 ALX3 AMER1 AMMECR1 ANKRD11 AP1G1 ARID1A ARID1B ARID2 ATG7 ATP2B1 ATP6V1B2 ATR ATRIP ATRX AUTS2 B3GLCT BAZ1B BBS7 BCL7B BCOR BCR BHLHA9 BLM BLTP1 BMP2 BMP4 BMPR1B BPTF BRAF BRAT1 BRCA1 BRCA2 BRD4 BRF1 BRIP1 BUB1 BUB1B BUB3 BUD23 CACNA1G CAMSAP1 CANT1 CASZ1 CBL CCDC22 CCDC32 CCDC47 CCDC8 CCNK CCNQ CD96 CDC42 CDC45 CDC6 CDH1 CDH11 CDK10 CDK13 CDKN1C CDT1 CENPE CENPJ CEP152 CEP55 CEP57 CHD7 CHRNA7 CHSY1 CITED2 CKAP2L CLCF1 CLCN3 CLIP2 CNOT2 CNOT3 COG5 COG8 COL11A1 COL27A1 COL2A1 COLEC10 CPLANE1 CREBBP CRKL CSGALNACT1 CSNK2A1 CTCF CUL4B CUL7 DACT1 DCHS1 DDX11 DDX3X DEAF1 DHPS DLEC1 DLK1 DLX3 DLX5 DNA2 DNAJC30 DONSON DPAGT1 DPF2 DSP DVL1 DVL3 DYM EFNB1 EIF4A3 EIF4H ELN EMG1 EP300 EPB41L1 ERCC4 ERMARD ESCO2 EVC EVC2 EXOSC5 EXT2 EZH2 FAM149B1 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAT4 FBXO11 FGD1 FGF10 FGF16 FGFR1 FGFR2 FGFR3 FIG4 FKBP6 FLI1 FLII FLNA FLNB FLT4 FN1 FOXP1 FOXP2 FRA10AC1 FZD2 G6PC3 GABRD GATA1 GATA4 GATA5 GATA6 GDF1 GDF5 GJA1 GJA5 GJA8 GMNN GNB2 GPC3 GPC4 GRB10 GTF2I GTF2IRD1 GTF2IRD2 H19 H3-3B H4C3 HDAC4 HDAC8 HEATR3 HEPHL1 HERC2 HIC1 HMGA2 HNRNPH1 HNRNPK HNRNPR HOXA11 HOXA13 HOXD13 HSPG2 HUWE1 IFT122 IFT140 IFT43 IFT52 IGF1 IGF1R IGF2 IHH IL11RA INPP5E INTU IQSEC2 IRX5 ITCH JAG1 JUP KAT6B KAT8 KCNAB2 KCNJ11 KCNJ2 KCNJ5 KCNK4 KCNN3 KCTD1 KDM1A KDM4B KDM5C KDM6B KDR KIAA0753 KIF15 KIF7 KIFBP KLF13 KMT2A KMT2B KMT2D KNSTRN KPTN KRAS L1CAM LEMD3 LIG4 LIMK1 LMNA LMNB2 LMX1B LTBP1 LUZP1 LZTR1 MACROH2A1 MAD2L2 MAF MAGEL2 MAN1B1 MAP1B MAP2K1 MAP3K7 MAPK1 MAPK8IP3 MAPRE2 MASP1 MBD5 MCTP2 MECOM MECP2 MED12 MED13L MED25 MEF2C MEG3 MEGF8 METTL27 MIA3 MID2 MITF MKRN3 MKS1 MLXIPL MMP23B MRAS MTRR MYCN MYL11 MYOD1 NAA10 NAA20 NARS1 NARS2 NCAPG2 NCF1 NEDD4L NEK1 NEXMIF NFIX NIN NIPBL NKX2-5 NKX2-6 NOG NONO NPAP1 NPR2 NPR3 NRAS NSD2 NSMF NSUN2 NUP107 NUP188 NUP37 NUP85 NXN OBSL1 ODC1 OFD1 OGT ORC1 ORC4 ORC6 PACS1 PACS2 PAFAH1B1 PAH PAICS PALB2 PAX1 PAX3 PCDHGC4 PCGF2 PCNT PDE6D PDPN PGAP2 PGAP3 PHF21A PHGDH PHIP PIEZO2 PIGH PIGL PIGN PIGO PIGS PIGV PIGW PIGY PIK3C2A PIK3CD PIK3R1 PITX1 PKDCC PLAG1 PLK4 PLXND1 PNPLA6 POC1A POLA1 POLE POLR3A POMP POR PPP1R15B PPP2R1A PQBP1 PRDM16 PRKACB PRKCZ PRR12 PTEN PTH1R PTPN11 PUF60 PUM1 PWAR1 PWRN1 QRICH1 RAB11B RAB18 RAB23 RAB3GAP2 RAC3 RAD21 RAD51 RAD51C RAF1 RAI1 RALA RASA2 RB1 RBBP8 RBM10 RBM8A RERE REV3L RFC2 RFWD3 RFX7 RHOA RIT1 RNF216 RNF6 RNU4ATAC ROR2 RPL10 RRAS RRAS2 RSPRY1 RTL1 RUNX2 SALL1 SATB2 SEMA3E SF3B4 SH3PXD2B SHANK3 SHOX SIAH1 SIK3 SIN3A SIN3B SKI SLC29A3 SLC2A10 SLC35A1 SLC9A7 SLX4 SMAD4 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMC5 SMOC1 SNORD115-1 SNORD116-1 SNRPB SNRPN SNX14 SOS1 SOS2 SOX11 SOX4 SOX5 SOX6 SPART SPECC1L SPEN SPOP SPRED1 SPRED2 SPRTN SRCAP SSR4 STAG1 STAG2 STAMBP STX1A SUZ12 TASP1 TBC1D24 TBCK TBL2 TBX1 TBX15 TBX4 TBX5 TCF20 TCF4 TCTN3 TELO2 TFAP2A TFAP2B TGDS TGFBR2 TMEM147 TMEM216 TMEM270 TNNT3 TOPORS TP63 TPR TRAF7 TRAIP TRAPPC9 TRIO TRIP12 TRIP13 TRMT10A TRPM3 TRPS1 TRPV4 TRRAP TWIST1 TWIST2 UBA2 UBE2T UBE3A UBE3B UBE4B UBR1 USP7 VPS13B VPS37D WDR11 WDR19 WDR35 WDR4 WIPI2 WNT5A WNT7A WWOX XRCC2 XRCC4 XYLT1 YWHAE YY1AP1 ZC4H2 ZFPM2 ZMYM2 ZNF292 ZNF462 ZNF668 HP_CLINODACTYLY_OF_THE_2ND_FINGER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CLINODACTYLY_OF_THE_2ND_FINGER CHSY1 CSGALNACT1 FOXP2 HNRNPR IFT140 KNSTRN MED12 PIK3CD HP_CLINODACTYLY_OF_THE_3RD_FINGER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CLINODACTYLY_OF_THE_3RD_FINGER DLK1 KNSTRN MEG3 PIK3CD PKDCC RTL1 HP_CLINODACTYLY_OF_THE_5TH_TOE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CLINODACTYLY_OF_THE_5TH_TOE ALG3 CKAP2L DLEC1 FRA10AC1 HEPHL1 KCNJ2 KCNJ5 PIGH RAB3GAP2 RNF6 SALL1 TGFBR2 WWOX HP_CLONIC_SEIZURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CLONIC_SEIZURE ACSF3 ADAM22 ALDH7A1 ARX ASNS ATP1A2 ATP1A3 ATP6V0A1 ATP6V1A CACNA2D1 CASK CDKL5 COX11 CUX2 DENND5A DMXL2 DNM1 DPM2 FRRS1L FZR1 GABBR2 GABRA1 GABRG2 GLYCTK GNAO1 GNB1 GRIA2 GRIK2 GRIN1 GRIN2A GRM7 HCN1 KANSL1 KCNA1 KCNK4 KCNQ2 KCNQ3 KCNT1 KIF5A KIF5C LGI1 MICAL1 NAPB NEUROD2 PACS2 PCDH12 PCDH19 PEX3 PIGA PIGP PIGQ PLCB1 PLPBP PNKP PRRT2 PSAP RELN SATB1 SCN1A SCN1B SCN2A SCN3A SCN8A SCN9A SIK1 SLC12A5 SLC25A22 SLC32A1 SMARCAL1 SPTBN1 SRPX2 ST3GAL3 TBC1D24 TPK1 TRIM8 UFSP2 HP_CLONUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CLONUS AARS1 ABCB7 ABCD1 ADGRG1 ALS2 AMPD2 ANO10 ASNS ATL1 ATP6AP2 BRAT1 CAMLG CAPN1 CARS1 CAV1 CCDC88C CCT5 CD40LG CYP27A1 CYP7B1 DNM1 DTYMK EMILIN1 ERLIN1 ERLIN2 FA2H FGF13 FKRP FUS GALC GBA2 GFM2 GMPPB GOLGA2 HIKESHI HTRA2 HTT KCNQ2 KCNQ3 KCNT1 KDM1A KIF1A KIF1C KIF5A KLC2 KPNA3 LMNB1 MARS1 MED17 MICU1 MTRFR MYL2 NADK2 NDP NDUFS8 NIPA1 OCRL OSTM1 PC PET100 PEX16 PI4KA PIGP PIGT PLA2G6 POMGNT1 POMK POMT1 POMT2 POU3F4 PRPS1 PRUNE1 PSAP PTS RAB18 RAB3GAP2 REEP1 RNASEH1 RTN2 RUSC2 SAMD9L SELENOI SEPSECS SETX SIGMAR1 SLC16A2 SLC1A4 SLC25A15 SLC25A21 SLC2A3 SLC33A1 SLC39A14 SLC44A1 SLC52A3 SLC6A9 SMG9 SOD1 SPART SPAST SPG11 SPTBN1 SPTBN2 SPTLC1 STUB1 SYNE1 TANGO2 TCEAL1 TIMM50 TIMM8A TRAK1 TSEN2 UBAP1 UCHL1 UFC1 USP8 VAC14 VCP VPS37A WASHC5 ZFYVE26 ZFYVE27 HP_CLOSED_NEURAL_TUBE_DEFECT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CLOSED_NEURAL_TUBE_DEFECT ABCD1 ALX4 ARPC4 ARSB ARVCF B3GALNT2 BMPER BTD CCL2 CEP290 COL18A1 COL2A1 COMT CPLANE1 CRPPA CSPP1 CYP27A1 DACT1 DKK1 DLL3 EXT1 EXT2 FKRP FKTN FLNA FRAS1 FREM2 FUZ GALNS GJA1 GLB1 GLI3 GMPPB GNPTAB GP1BB GRIP1 H19 HES7 HIRA HNRNPK IGF2 INPP5E JMJD1C KCNQ1OT1 KIAA0586 LARGE1 LFNG MESP2 MSX2 NAXE NF2 NMNAT1 NOTCH3 OFD1 PAX3 POMGNT1 POMT1 POMT2 PORCN PTCH1 RASA1 RIPPLY2 RREB1 SC5D SEC24C SIN3A SMO SNRPB TBX1 TBXT TMEM216 TMEM237 UFD1 VANGL1 VANGL2 WNT7A ZIC3 ZSWIM6 HP_CLOVERLEAF_SKULL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CLOVERLEAF_SKULL EXTL3 FGFR1 FGFR2 FGFR3 MEGF8 POR RAB23 WDR35 HP_CLUBBING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CLUBBING AARS1 ABCA12 ABCA3 ACVRL1 ATP11A BMPR1A BRCA1 BRCA2 BRIP1 BTNL2 CARS1 CCDC103 CCDC39 CCDC40 CCDC65 CCNO CD55 CDC45 CFAP221 CFAP298 CFAP300 CFAP74 CFTR DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAL1 DPP9 DRC1 DSP EIF2AK4 ENG ERCC2 ERCC3 ERCC4 FAM13A FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FCGR2A FLNB FOXJ1 GAS2L2 GAS8 GJB6 GTF2E2 GTF2H5 HLA-DRB1 HNRNPH1 HPGD HSPG2 HYDIN IL21 IL6ST INTU JAG1 KRT1 KRT10 KRT16 KRT9 LIFR LRBA LRRC56 MAD2L2 MALT1 MARS1 MCIDAS MPLKIP MUC5B NCKAP1L NEK10 NLRP3 NME5 NME8 ODAD1 ODAD2 ODAD3 ODAD4 OFD1 PALB2 PARN PIGL POLA1 PRKACB PSMB8 PTEN PTH1R RAD51 RAD51C RASGRP1 RFWD3 RHBDF2 RNF113A RPGR RSPH1 RSPH3 RSPH4A RSPH9 RTEL1 SCNN1A SCNN1B SCNN1G SFTPA1 SFTPA2 SFTPB SFTPC SLC34A2 SLC5A6 SLCO2A1 SLX4 SMAD4 SMARCA2 SMARCAD1 SPAG1 SPEF2 STK11 STK36 STN1 TARS1 TCF4 TERC TERT TGFB1 TLL1 TTC12 UBE2A UBE2T VPS33A VPS51 XRCC2 ZMYND10 HP_CLUBBING_OF_FINGERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CLUBBING_OF_FINGERS ABCA3 ATP11A BMPR1A CD55 CFTR DPP9 DSP EIF2AK4 FAM13A FCGR2A GJB6 HNRNPH1 HPGD HSPG2 IL21 INTU JAG1 LRBA MUC5B NCKAP1L NLRP3 PARN PSMB8 PTEN PTH1R RASGRP1 RTEL1 SFTPA1 SFTPA2 SFTPC SLC34A2 SLC5A6 SLCO2A1 STK11 STN1 TERC TERT TGFB1 TLL1 HP_CLUBBING_OF_TOES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CLUBBING_OF_TOES BRCA1 BRCA2 BRIP1 ERCC4 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM HNRNPH1 HPGD MAD2L2 PALB2 PIGL RAD51 RAD51C RFWD3 RHBDF2 SLCO2A1 SLX4 SMARCA2 TLL1 UBE2A UBE2T XRCC2 HP_CLUMSINESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CLUMSINESS AASS ACOX1 ACTA1 AFF2 ALG13 ARSA ASAH1 ATP2B3 ATP7B ATXN3 BSND CAPN3 CAV3 CHD8 CLCNKA CLCNKB CLN5 CLN8 CLTC CPLX1 CWF19L1 DARS2 DCC DEAF1 DNAL4 FRRS1L GALC GALT GJB1 GRIN2A HAX1 HEPACAM HNRNPA1 HTT KBTBD13 KCNA1 KCNC3 KDM4B KLHL41 MAN2B1 MAPT MECR MICU1 MORC2 MPZ MYPN NEB NKX2-1 NR4A2 NTN1 PAK3 PANK2 PLA2G6 PMP22 POLR3A PRNP PSAP RAD51 RNF125 RNF168 SCO2 SDHA SLC22A5 SLC2A3 SLC39A14 SLC52A2 SLC52A3 SNRPN SQSTM1 SYNE1 TBC1D24 TIA1 TPM2 TPM3 TPP1 TSHB TTN TTPA TWNK UBE3A HP_CNS_DEMYELINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CNS_DEMYELINATION ABCD1 ACOX1 ADAT3 ALDH3A2 ASPA ATXN2 CSF1R CYP27A1 EIF2B1 ERCC1 ERCC6 ERCC8 GALC GFAP GLS HLA-DQB1 HLA-DRB1 HTRA1 INSR L2HGDH LRPPRC MAT1A MMACHC MTTP NDUFAF4 PDCD1 PDYN PEX19 PIGG PPFIBP1 PPP1R15B PRF1 PRPS1 PSAP PYCR2 RERE SUMF1 TNR TREM2 TREX1 TRMT10A HP_CNS_HYPOMYELINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CNS_HYPOMYELINATION AARS1 ACBD5 ADSL AHCY ALG2 ALS2 ATP6V1A BCAP31 C2CD3 C2orf69 CHKA CLDN11 CNTNAP1 CYB5A CYB5R3 DALRD3 DARS1 DDOST DPAGT1 DYRK1A EIF2B1 ELOVL1 EPRS1 EXOC2 EXOSC5 FUCA1 FUS GABRA2 GABRA5 GAN GDAP1 GJC2 GLUL GRIK2 GRM7 HEXB HYCC1 INTU LEMD2 MED27 MTHFS NARS2 NKX6-2 NMNAT1 PARS2 PEX13 PGAP2 PGAP3 PHGDH PI4KA PIGL PIGO PIGV PIGW PIGY PLP1 POLR1C POLR3A POLR3B PRKDC PURA PYCR2 QARS1 RARS1 RMND1 RNF220 SIGMAR1 SLC1A4 SLC25A12 SLC33A1 SMPD4 SNIP1 SOX10 SPATA5 SPG11 SPTAN1 SPTLC1 STAMBP STXBP1 TBCD TIAM1 TMTC3 TRAPPC11 TTC26 TUBB4A VPS11 WDR26 YIF1B HP_COARCTATION_OF_AORTA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_COARCTATION_OF_AORTA ABCD4 ABL1 ADA2 ADK ALDH18A1 ALG3 AMER1 ATN1 BRAF BUB1 BUB1B BUB3 CDH2 CDK8 CDON CEP57 CHD4 CIROP CPLANE1 CREBBP CTCF DDX3X DHCR7 DISP1 DLL1 DOHH DYNC2LI1 EGFR EHMT1 ELN EP300 FANCB FBLN5 FGF8 FGFR1 FLI1 FOXF1 FOXH1 GAS1 GATA1 GATA5 GATA6 GDF1 GJA5 GJA8 GLI2 GLI3 HEATR3 HRAS JAG1 KDM6A KMT2D KRAS LRPPRC LZTR1 MAP2K1 MCTP2 MED12 MEIS2 MID1 MKS1 MMP14 MMP2 MYH7 NAE1 NF1 NIPA1 NIPA2 NKX2-5 NKX2-6 NODAL NOTCH1 NR2F2 NRAS OSGEP PAH PGM1 PPP1CB PTCH1 PTH1R PTPN11 PUF60 RBM8A RNU4ATAC RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 SF3B2 SHH SIX3 SMAD4 SMAD6 SMARCA2 SOS2 SRCAP SRY STAG2 STIL STRA6 SUCLG1 SUPT16H TALDO1 TBX1 TBX20 TDGF1 TELO2 TGDS TGIF1 TRAF7 TRIP13 TRRAP TSR2 TUBG1 UBE3B UNC45B WAC WDPCP WT1 ZEB2 ZIC2 ZIC3 ZNF148 HP_COARSE_FACIAL_FEATURES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_COARSE_FACIAL_FEATURES AARS1 ABCA5 ABCC9 ACER3 ACTB ACTG1 ADNP AFF4 AGA AIFM1 AIMP1 AIP ALG13 ALG14 ANTXR2 AP1S2 AP3B1 AP4B1 AP4E1 AP4M1 AP4S1 APC2 ARID1A ARID1B ARID2 ARSB ARSK ARX ATP6V1B2 ATRX BAP1 BAZ1B BCL7B BCORL1 BRAF BRCA1 BSCL2 BUD23 CARS1 CCDC47 CDKN1C CEP120 CHD4 CLCN4 CLIC2 CLIP2 CNP CNTNAP2 COL2A1 COQ4 CTSA CUL4B DENND5A DNAJC30 DNMT3A DPF2 DYM EHMT1 EIF4H ELN ERCC2 ERCC3 EXT2 EXTL3 FAR1 FBXO31 FHL1 FKBP6 FLNA FMR1 FOXE1 FTO FUCA1 GALNS GJA1 GLA GLB1 GNE GNPTAB GNPTG GNS GPC3 GPC4 GPR101 GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GUSB H4C5 HDAC4 HEXB HGSNAT HNRNPK HPGD HRAS HS2ST1 IDS IDUA IGF2 INSR KAT6B KCNH1 KCNJ8 KCNN3 KCNQ1 KCNQ1OT1 KDM6B KIF15 KLHL15 KRAS L1CAM LAMTOR2 LIMK1 LTBP1 LYSET MAGEL2 MAN2B1 MAP2K1 MAP2K2 MAP3K7 MAPK1 MBD5 MCOLN1 MCTP2 MED12 MEN1 METTL27 MLXIPL MMP14 MMP2 MPL MPLKIP MRPS34 MYSM1 NAA10 NAGA NAGLU NANS NCF1 NEU1 NF1 NKX2-1 NKX2-5 NMNAT1 NOTCH2 NRCAM NSD1 OTUD5 P4HTM PACS2 PAX8 PDE4D PGAP2 PGAP3 PHF6 PIGA PIGB PIGF PIGL PIGN PIGO PIGQ PIGS PIGV PIGW PIGY PIK3C2A PLAA PPP1R21 PPP3CA PTCH1 PUS3 RAB33B RBMX RFC2 RIN2 RNF113A RPS6KA3 SETBP1 SETD2 SGSH SH3PXD2B SLC17A5 SLC26A4 SLC35A2 SLC35C1 SLCO2A1 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SNX14 SOST SOX11 SOX4 SP7 SPEN SPRED2 SPTBN1 STAT3 STX1A SUMF1 SVBP TARS1 TBC1D24 TBC1D2B TBC1D7 TBCK TBL2 TCF4 TFE3 THPO THSD1 TMEM147 TMEM270 TMEM53 TNPO2 TSHR VPS11 VPS33A VPS37D WAC WDR26 WDR81 XYLT1 ZNF148 ZNF699 ZSWIM6 HP_COARSE_HAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_COARSE_HAIR AFF4 ATP6V0A2 ATP6V1A ATP6V1E1 ATP7A BCS1L C18orf32 CBL CCDC47 CERT1 EBP EPS8L3 ERCC3 FLNA GNS GON7 GUSB HEATR3 HGSNAT HR IKBKG KRAS KRT74 LPAR6 LZTR1 MRAS NAGLU NECTIN4 NOTCH2 NOTCH3 NRAS OFD1 PADI3 PLOD3 PPP1CB PTEN PTPN11 RAF1 RASA2 RIT1 RPS6KA3 RRAS RRAS2 SEC23A SGSH SLC25A24 SMARCAL1 SOS1 SOS2 SPRED2 SREBF1 SUMF1 TGM3 TMCO1 TP63 VPS33A HP_COCHLEAR_MALFORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_COCHLEAR_MALFORMATION COL4A6 EYA1 FOXI1 HAAO KCNJ10 ORC1 PI4KB SIX1 SLC26A4 SRCAP HP_COGNITIVE_IMPAIRMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_COGNITIVE_IMPAIRMENT AARS1 AARS2 AASS ABCA12 ABCA5 ABCA7 ABCD1 ACSF3 ACTB ACTL6B ADA2 ADAMTSL4 ADD3 ADGRV1 ADH1C AFG3L2 AGK AIFM1 AKT1 ALDH18A1 ALG13 ALMS1 ALOX12B ALOXE3 ALS2 AMACR ANXA11 AP3B2 AP5Z1 APOE APOL2 APOL4 APP APTX ARL6IP6 ARMC5 ARSA ARV1 ASAH1 ASPRV1 ATM ATN1 ATP13A2 ATP1A2 ATP1A3 ATP6V0A2 ATP6V1A ATP6V1E1 ATP7B ATR ATRIP ATRX ATXN1 ATXN10 ATXN2 ATXN3 ATXN7 ATXN8OS AUH B3GALNT2 BAP1 BBS12 BBS5 BDNF BMPR1A BRAF BSCL2 C19orf12 C4A C9orf72 CABP4 CACNA1A CACNA1B CACNA1G CACNA2D1 CAMTA1 CARS2 CCM2 CCNF CCR1 CDH23 CDK19 CELF2 CENPE CENPJ CEP152 CERS1 CFAP43 CFH CFHR1 CFHR3 CHCHD10 CHCHD2 CHD2 CHI3L1 CHMP2B CHRM3 CHRNA2 CHRNA4 CHRNB2 CHRNG CISD2 CLCF1 CLMP CLN3 CLN5 CLN6 CLN8 CLTC CNKSR2 CNTNAP2 COA3 COASY COG2 COL3A1 COL4A1 COMT COQ2 COX6B1 CP CPT1C CREBBP CRH CRLF1 CRPPA CSF1R CST3 CSTB CTC1 CTDP1 CTNS CTSD CTSF CTSH CUBN CUX2 CYC1 CYFIP2 CYLD CYP27A1 CYP2U1 CYP4F22 CYP7B1 DALRD3 DAOA DARS2 DCAF17 DCC DCTN1 DCX DDB2 DEPDC5 DGUOK DHDDS DLAT DMD DMPK DNA2 DNAJC13 DNAJC3 DNAJC5 DNAJC6 DNM1 DNM1L DNMT1 DRD3 DSG4 DZIP1L ECM1 EDN3 EEF1A2 EIF2B1 EIF2B2 EIF2B5 EIF4G1 EP300 EPCAM EPM2A ERAP1 ERBB4 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 FA2H FAN1 FAR1 FAS FBN1 FBXO28 FBXO7 FGD1 FGF12 FGF13 FGF14 FGFR3 FKRP FKTN FLNA FMR1 FRRS1L FTL FUCA1 FUS FZR1 GABBR2 GABRA1 GABRA2 GABRA5 GABRB2 GABRB3 GABRD GABRG2 GALC GALK1 GALT GBA1 GBA2 GBE1 GCDH GCH1 GDAP2 GDF3 GDF5 GDF6 GDNF GIGYF2 GJB2 GJC2 GLA GLB1 GLRX5 GLUD2 GM2A GMPPB GNA11 GNAS GNE GNPTAB GON7 GOSR2 GPC4 GRID2 GRIN2A GRIN2D GRN GSN GTPBP3 HCN1 HCRT HEPACAM HEXA HEXB HGSNAT HIBCH HLA-B HLA-DQB1 HLA-DRB1 HMBS HNF4A HNRNPA1 HNRNPA2B1 HSD17B10 HTR2A HTRA1 HTRA2 HTT IBA57 IDS IDUA IFNGR1 IKBKG IL10 IL12A IL12A-AS1 IL23R IRAK1 IRF6 ITM2B ITPR1 JAM2 JPH3 KARS1 KCNA2 KCNB1 KCNC1 KCNC3 KCND3 KCNQ2 KCNQ3 KCNT1 KCTD7 KIF1C KIF5A KLLN KLRC4 KMT2A KMT2B KRAS KRIT1 KRT81 KRT83 KRT86 L1CAM LAGE3 LAMA1 LAMA2 LAMP2 LARGE1 LARS2 LBX1 LIG3 LIPN LMNB1 LRPPRC LRRK2 LTBP4 LYST LZTFL1 MAG MAGEL2 MAOA MAPK10 MAPT MARS2 MATR3 MBTPS2 MCOLN1 MECP2 MEFV MEN1 MEOX1 MFN2 MFSD8 MICOS13 MLH1 MLH3 MMACHC MME MOG MPO MSH2 MSH6 MT-ATP6 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-RNR1 MT-TC MT-TE MT-TF MT-TH MT-TK MT-TL1 MT-TP MT-TQ MT-TS1 MT-TS2 MT-TT MT-TV MT-TW MTFMT MTHFR MTOR MTRFR MYD88 MYH3 MYO1H MYORG NAGA NAGLU NAGS NBN NDP NDUFA1 NDUFA6 NECAP1 NEFL NF1 NF2 NFIA NHLRC1 NIPA1 NIPA2 NIPAL4 NKX2-1 NKX6-2 NOS3 NOTCH2NLC NOTCH3 NPC1 NPC2 NPRL2 NPRL3 NPTX1 NR3C1 NR4A2 NRAS NTRK2 NUP107 NUP133 NUP85 NUS1 OCRL OPA1 OPA3 OSGEP P2RY11 PACS2 PAH PANK2 PARK7 PARS2 PCDH19 PCNT PDCD10 PDE10A PDE11A PDGFB PDGFRB PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PHOX2B PI4KA PIDD1 PIGA PIK3CA PINK1 PKHD1 PLA2G6 PLAA PLAU PLCB1 PLEKHG4 PLK4 PLP1 PMPCA PMS1 PMS2 PNKP PNPLA6 PNPT1 PODXL POLG POLG2 POLR3K POMGNT1 POMT1 POMT2 PORCN POU4F1 PPP2R2B PPP3CA PPT1 PRDM8 PRDX1 PRICKLE1 PRKAR1A PRKAR1B PRKCG PRKN PRKRA PRNP PRORP PRRT2 PSAP PSEN1 PSEN2 PTEN PTPN22 PTS QDPR RAB27A RAB39B RBBP8 RBM12 RBM28 REEP2 RIN2 RMRP RNASEH1 RNF216 RNU4ATAC ROBO3 ROGDI RPS20 RRM2B RTN4R SAMD9L SAT1 SCARB2 SCN1A SCN1B SCN2A SCN3A SCN8A SCN9A SDCCAG8 SDHA SDHAF1 SDHB SDHC SDHD SDR9C7 SEC23B SEMA4A SERPINI1 SGPL1 SIGMAR1 SIM1 SKIC3 SLC12A5 SLC13A3 SLC13A5 SLC18A2 SLC1A2 SLC1A3 SLC20A2 SLC25A13 SLC25A15 SLC25A22 SLC25A4 SLC2A1 SLC2A3 SLC37A4 SLC38A3 SLC39A14 SLC44A1 SLC7A6OS SLC7A7 SMARCB1 SMARCE1 SMC1A SMC3 SMO SMPD1 SNCA SNCAIP SNCB SNORD118 SORL1 SOST SPART SPAST SPG11 SPG21 SPG7 SPP1 SPR SPRED1 SPTBN1 SPTBN2 SPTLC1 SQSTM1 STARD7 STAT4 STUB1 STX1B SUFU SULT2B1 SUMF1 SYN2 SYNGAP1 SYNJ1 SZT2 TARDBP TBC1D24 TBCK TBK1 TBP TERT TGFBR2 TGM1 TIA1 TIMM8A TIMMDC1 TINF2 TK2 TLR3 TLR4 TMEM106B TMEM240 TNFSF4 TOMM40 TP53 TP53RK TPRKB TRAF7 TRAIP TRAK1 TRANK1 TREM2 TREX1 TRPM7 TSC1 TSC2 TSFM TTC19 TTPA TTR TUBA4A TUBB2B TUBB4A TUBG1 TWNK TYMP TYROBP UBA1 UBA5 UBAC2 UBAP1 UBQLN2 UBTF UCHL1 UGT1A1 USF3 USP48 USP8 VAMP1 VAPB VCP VPS13A VPS13C VPS35 VPS37A WDR4 WDR45 WDR73 WFS1 WWOX XPA XPC XPR1 XRCC4 YRDC YWHAG YY1 ZFYVE26 ZNF365 HP_COGWHEEL_RIGIDITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_COGWHEEL_RIGIDITY ADAR ATP6AP2 CP DAB1 FRRS1L GABRA1 GABRG2 GCH1 KCNA4 KCND3 KCNN2 MME MT-ATP6 NUP54 NUP62 PCDH19 POLG POLG2 RAB39B RRM2B SCN1A SCN1B SCN2A SCN9A SLC19A3 SLC25A4 SLC6A3 TK2 TMEM240 TWNK HP_COILED_SPERM_FLAGELLA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_COILED_SPERM_FLAGELLA AK7 AKAP3 ARMC2 CATIP CFAP251 CFAP43 CFAP44 CFAP47 CFAP58 CFAP65 CFAP69 CFAP74 CFAP91 DNAH1 DNAH10 DNAH17 DNAH2 DNAH7 DNAH8 DNHD1 DRC1 FSIP2 KCNU1 QRICH2 SPEF2 SSX1 TTC21A TTC29 USP26 WDR19 HP_COLD_INDUCED_MUSCLE_CRAMPS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_COLD_INDUCED_MUSCLE_CRAMPS BSCL2 CHCHD10 CPT2 GARS1 MPZ PMP22 REEP1 HP_COLITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_COLITIS ACADVL BACH2 BCL10 CARD11 CARD8 CARMIL2 CASP10 CIITA CYBC1 DCLRE1B DEF6 DOCK2 ELANE ELF4 FAS FASLG FCHO1 FCN3 FERMT1 FH FOXP3 GPIHBP1 GPR35 HPS1 IL10RA IL10RB IL37 IL6 INAVA IVNS1ABP LRBA MAP3K7 MASP2 MST1 MYH11 NCF4 NLRC4 NOD2 OPLAH PIGY PIK3CD PIK3CG PLCG2 POLA1 PRF1 PRKCD PSTPIP1 RASGRP1 RET RFX5 RFXANK RFXAP RTEL1 SEMA4D SKIC2 SKIC3 SLC37A4 STAT1 STX11 STXBP2 SYK TCF4 TGFB1 TNFAIP3 TOM1 TTC7A UNC13D WAS XIAP ZAP70 HP_COLLECTIONISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_COLLECTIONISM CHMP2B GRN HTR2A MAPT PSEN1 SLC6A4 SQSTM1 TMEM106B TREM2 VCP HP_COLOBOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_COLOBOMA AAAS ABCB6 ACTB ACTG1 ADNP AHI1 AKT1 ALDH1A3 ALG2 ALG3 ALX3 ANK1 ARL13B ARL3 ARMC9 ASXL1 ATOH7 ATP6V1A B3GALNT2 B3GLCT B4GAT1 B9D1 B9D2 BCOR BMP4 C12orf57 C2CD3 CAPN15 CASK CBY1 CC2D2A CCDC22 CDON CENPF CEP104 CEP120 CEP290 CEP41 CHD7 CHN1 CLDN19 COL4A1 COX7B CPLANE1 CPLX1 CRB1 CREBBP CRPPA CRYAA CRYBA4 CRYBB1 CRYBB2 CRYGC CRYGD CSPP1 CTBP1 DACT1 DAG1 DDX11 DDX59 DHCR7 DHX38 DISP1 DLL1 DPYD DPYSL5 DYRK1A EIF3F ELP4 EP300 EPCAM ERF ESCO2 FBXW11 FGF3 FGF8 FGFR1 FGFR2 FGFRL1 FIBP FKRP FKTN FLI1 FLNA FOXE3 FOXH1 GAS1 GDF3 GDF6 GJA8 GLI2 GMPPA GMPPB GNAQ GZF1 HCCS HHAT HMGB3 HMX1 HNRNPK HRAS HYLS1 IFT74 IGBP1 INPP5E INTS1 KATNIP KCTD1 KDM6A KIAA0586 KIAA0753 KIF7 KIFBP KMT2D KRAS LARGE1 LCA5 LETM1 LRAT LRP2 MAB21L2 MAF MAFB MAN2C1 MBTPS2 MED12L MED13L MIR204 MITF MKS1 MMACHC MMP14 MMP2 MPDZ NAA10 NDUFB11 NELFA NIPBL NMNAT1 NODAL NOTCH2 NOTCH3 NPHP1 NRAS NSD2 OFD1 OTX2 PACS1 PAX2 PAX6 PCYT1A PDE6D PERCC1 PIBF1 PIGG PIGL PLVAP PNPLA6 POGZ POLR1B POLR1C POLR1D POMGNT1 POMGNT2 POMK POMT1 POMT2 PORCN PQBP1 PRMT7 PRPS1 PRR12 PTCH1 PTCH2 PTEN PUF60 PXDN RAB18 RAB3GAP1 RAB3GAP2 RB1 RBP4 RERE ROR1 RPE65 RPGRIP1L RSPO2 RXYLT1 SALL1 SALL2 SALL4 SATB2 SEMA3E SHH SIN3A SIX3 SIX6 SMCHD1 SMO SOX2 SPATA7 SPECC1L SPINT2 SPTBN1 SRD5A3 SUFU TBC1D20 TBC1D23 TBR1 TBX22 TCEAL1 TCOF1 TCTN1 TCTN2 TCTN3 TDGF1 TENM3 TFAP2A TGIF1 TMEM138 TMEM216 TMEM218 TMEM231 TMEM237 TMEM67 TOGARAM1 TRAPPC11 TRIM37 TRRAP TTC26 VPS13B VPS35L VSX2 WAC WASHC5 WDR37 WNT3 YAP1 ZEB2 ZIC2 ZMIZ1 ZNF423 ZNF668 HP_COLON_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_COLON_CANCER APC AXIN2 BMPR1A BRCA1 BRCA2 BUB1 BUB1B BUB3 C1S CDKN2A CEP57 CHEK2 EPCAM FAN1 FLCN FOXE1 GREM1 HABP2 KRAS MBD4 MDM2 MINPP1 MLH1 MLH3 MSH2 MSH3 MSH6 MUTYH NTHL1 PALB2 PALLD PIK3CA PMS1 PMS2 RABL3 RPS19 SH3KBP1 SMAD4 SMAD7 TGFBR2 TP53 TRIP13 HP_COLORECTAL_POLYPOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_COLORECTAL_POLYPOSIS AKT1 APC AXIN2 BMPR1A CDKN2A CHEK2 DICER1 GREM1 KEAP1 KLLN MDM2 MSH3 MUTYH PIK3CA POLD1 POLE PTEN RNF43 SDHB SDHC SDHD SEC23B TP53 USF3 HP_COLOR_VISION_DEFECT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_COLOR_VISION_DEFECT ABCA4 ACO2 ADAM9 AFG3L2 AIPL1 ALDH3A2 ANOS1 ATF6 BEST1 C1QTNF5 CABP4 CACNA1F CACNA2D4 CCDC141 CDHR1 CEP78 CFAP410 CFAP418 CHD7 CNGA3 CNGB3 CNNM4 CRX CYP4V2 DCC DNAJC6 DNM1L DRAM2 DUSP6 ELOVL4 FA2H FEZF1 FGF14 FGF17 FGF8 FGFR1 FLRT3 GNAT1 GNAT2 GNB3 GPR179 GRK1 GRM6 GUCA1A GUCY2D HESX1 HGSNAT HS6ST1 HTRA2 IL17RD IMPG1 IMPG2 LCA5 LRAT LRIT3 LRRK2 MFN2 MFSD8 MORC2 MTRFR MTTP NBAS NDNF NMNAT1 NR2E3 NYX OFD1 OPA1 OPA3 OPN1LW OPN1MW OPN1SW PARK7 PDE6B PDE6C PDE6H PDXK PINK1 PITPNM3 POC1B PODXL POLG PRKN PROK2 PROKR2 PROM1 PRPH2 RAB28 RAX2 RBP4 RGS9 RHO RIMS1 RLBP1 RPE65 RPGR RPGRIP1 RTN4IP1 SAG SEMA3A SEMA4A SLC24A1 SNCA SOX10 SPATA7 SPRY4 SYNJ1 TACR3 TIMM8A TK2 TLCD3B TMEM126A TRPM1 TTLL5 TULP1 UCHL1 UNC119 VPS13C WDR11 HP_COLOR_VISION_TEST_ABNORMALITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_COLOR_VISION_TEST_ABNORMALITY AFG3L2 ATF6 CNGA3 CNGB3 FA2H GNAT2 OPN1SW PDE6C PDE6H RPGR HP_COLPOCEPHALY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_COLPOCEPHALY ANKRD11 ARSI COX7B CSPP1 DHCR7 DHX37 DNM1 ERMARD FANCI FRA10AC1 HCCS HNRNPH1 KAT6B KDM1A KIAA0586 KIF26A MPDZ NADK2 NCAPG2 NDE1 NDUFB11 NRCAM PEX10 PEX2 PLXNA1 PPP1R12A RNU4ATAC SEC31A STAG2 TUBA8 ZNF148 ZNF462 HP_COMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_COMA ABCC8 ACADM ACAT1 AKT2 ALDOB APP ASL ASS1 ATP1A2 ATP7B AUH BCKDHA BCKDHB BRAF CACNA1A CDKN1A CDKN1B CDKN2B CDKN2C CFH CFHR1 CFHR3 CPS1 CPT1A CPT2 CTNNB1 CYC1 DBT EIF2B5 ETFA ETFB ETFDH FBP1 GCK GK GLUD1 HADH HADHA HADHB HLCS HMBS HMGCL HMGCS2 HNF1A HNF4A IL18BP INS INSR IVD KCNJ11 KYNU LYRM7 MC2R MCCC1 MCCC2 MEN1 MMAA MMAB MMUT MRAP NAGS NAXE NDUFA2 NDUFS4 NFKB2 NNT OTC PCCA PCCB PDX1 POLG POLR3K PPOX PRF1 PRRT2 RANBP2 SCN1A SLC19A3 SLC22A5 SLC25A13 SLC25A15 SLC25A20 SLC7A7 SOX10 SQOR STAR STAT3 STX11 STXBP2 TBK1 TICAM1 TLR3 TRAF3 TTC19 TXNRD2 UCP2 UNC13D UNC93B1 YY1 HP_COMBINED_IMMUNODEFICIENCY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_COMBINED_IMMUNODEFICIENCY ACP5 ADA AK2 BCL11B BUB1B CD19 CD3D CHD7 CR2 DCLRE1C DOCK2 EXTL3 ICOS IKZF1 IL2RG IL7R IRF2BP2 JAK3 KNSTRN LIG4 MGAT2 MS4A1 MTHFD1 NFKB1 NFKB2 PGM3 PI4KA PIK3CD PNP PRKDC RAG1 RAG2 RMRP TNFRSF13B TNFRSF13C TTC7A XRCC4 HP_COMMON_ATRIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_COMMON_ATRIUM ACVR2B CFAP53 CIROP EVC EVC2 GDF1 MMP21 PRKACB TTC26 WT1 ZIC3 HP_COMMUNICATING_HYDROCEPHALUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_COMMUNICATING_HYDROCEPHALUS B4GAT1 CDC42BPB CDCA7 CRTAP DNAI1 DNMT3B FBN1 GCDH HELLS HERC1 MAN2B1 MPDZ P4HB PTEN SEC24D SKI SLC2A1 TRIM71 TRNT1 TRPV6 ZBTB24 HP_COMPENSATED_HYPOTHYROIDISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_COMPENSATED_HYPOTHYROIDISM FOXI1 KCNJ10 NKX2-1 SLC26A4 TANGO2 TG THRB TREX1 TSHR HP_COMPENSATORY_HEAD_POSTURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_COMPENSATORY_HEAD_POSTURE CABP4 CACNA1F CACNA2D4 COL25A1 GNAT1 GNB3 GPR179 GRK1 GRM6 KIF21A LRIT3 NYX PDE6B PHOX2A RHO SAG SLC24A1 TRPM1 TUBA1A TUBB2B TUBB3 ZFHX4 HP_COMPLETE_ATRIOVENTRICULAR_CANAL_DEFECT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_COMPLETE_ATRIOVENTRICULAR_CANAL_DEFECT ACVR2B CDC45 CIROP GATA1 GATA6 GDF1 HYLS1 INTU IRX5 NKX2-5 NKX2-6 PRKACA PTPN11 PUF60 TBX1 TRIO WDPCP ZIC3 HP_COMPLETE_DUPLICATION_OF_PHALANX_OF_HAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_COMPLETE_DUPLICATION_OF_PHALANX_OF_HAND BCOR BMPR1B CHSY1 ESCO2 FANCA FANCC FANCD2 FANCE GDF5 LEMD3 LMBR1 NAA10 RAB23 SHMT2 HP_COMPLETE_OR_NEAR_COMPLETE_ABSENCE_OF_SPECIFIC_ANTIBODY_RESPONSE_TO_TETANUS_VACCINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_COMPLETE_OR_NEAR_COMPLETE_ABSENCE_OF_SPECIFIC_ANTIBODY_RESPONSE_TO_TETANUS_VACCINE AICDA ALG12 ARHGEF1 CD247 CD81 CORO1A MALT1 TNFRSF9 HP_COMPLETE_OR_NEAR_COMPLETE_ABSENCE_OF_SPECIFIC_ANTIBODY_RESPONSE_TO_UNCONJUGATED_PNEUMOCOCCUS_VACCINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_COMPLETE_OR_NEAR_COMPLETE_ABSENCE_OF_SPECIFIC_ANTIBODY_RESPONSE_TO_UNCONJUGATED_PNEUMOCOCCUS_VACCINE CASP8 CORO1A HYOU1 IKBKG TNFRSF13C HP_COMPLEX_FEBRILE_SEIZURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_COMPLEX_FEBRILE_SEIZURE ADORA2A ATP1A2 CACNA1A COG4 FAR1 GABRA1 GABRG2 PCDH19 PDE2A PRRT2 SCN1A SCN1B SCN2A SCN8A SCN9A SLC25A12 HP_COMPULSIVE_BEHAVIORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_COMPULSIVE_BEHAVIORS ADCY5 ADGRV1 ADNP AFF2 AP1G1 ARID1B ARID2 ASH1L AUTS2 BAZ1B BCL7B BCR BRD4 BUD23 CARS1 CEP152 CHD5 CHD7 CHMP2B CLCN3 CLCN4 CLIP2 CLN5 COASY CREBBP CRKL DMPK DNAJC30 DPF2 DRD2 EHMT1 EIF4H ELN EMC10 EP300 FKBP6 FMO3 FMR1 FOXP1 GABRA1 GABRD GABRG2 GATAD2B GCH1 GNB1 GRIA1 GRIA2 GRN GTF2I GTF2IRD1 GTF2IRD2 HCN1 HDAC4 HDAC8 HDC HNRNPH2 HTR2A HTT IMPDH2 JARID2 KCNN2 KCTD17 KDM4B KMT5B LIMK1 MAGEL2 MAP1B MAPK1 MAPK8IP3 MAPT MED12 METTL27 MLXIPL NCF1 NDN NFIA NIPBL NKX2-1 NLGN1 NR2F1 NR4A2 OCA2 OCRL PAH PANK2 PCDH19 PDGFB PDZD8 PITRM1 POGZ PPM1D PSEN1 PTCHD1 PUF60 RAD21 RFC2 SCN1A SCN1B SCN2A SCN8A SCN9A SEMA3E SETD5 SGCE SIN3A SIN3B SLC2A3 SLC35C1 SLC45A1 SLC6A4 SLITRK1 SLITRK2 SMC1A SMC3 SNRPN SPTBN1 SQSTM1 SRCAP STX1A STX1B SYNGAP1 TBL2 TBX1 TCF20 TIAM1 TKT TLK2 TMEM106B TMEM270 TOR1A TREM2 TRIO TRRAP TTC19 UBE2A UBE3A USP7 USP9X VCP VPS13A VPS16 VPS37D XK YWHAG ZBTB20 ZSWIM6 HP_CONCAVE_NAIL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CONCAVE_NAIL AARS1 CARS1 EDA ERCC2 ERCC3 GTF2E2 GTF2H5 HOXC13 HRAS KRT1 LMX1B MPLKIP MSX1 PLCD1 RLIM RNF113A TARS1 TRPS1 HP_CONCAVE_NASAL_RIDGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CONCAVE_NASAL_RIDGE ATP6V1E1 CANT1 DDR2 DMXL2 EBP EXOSC2 FBXL4 FOXC1 HSPG2 IGF1 IL2RA JAG1 KDF1 NFKBIA PEPD POU1F1 RECQL4 SHANK3 SLC37A4 SOST STAT5B ZEB2 HP_CONCENTRIC_HYPERTROPHIC_CARDIOMYOPATHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CONCENTRIC_HYPERTROPHIC_CARDIOMYOPATHY ALPK3 CLN3 DES FHOD3 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW NDUFS4 TNNC1 TSFM HP_CONE_CONE_ROD_DYSTROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CONE_CONE_ROD_DYSTROPHY ABCA4 ADAM9 AIPL1 ALMS1 ALPK1 ATXN7 CACNA1F CACNA2D4 CFAP410 CFAP418 CNNM4 CRX GUCA1A GUCY2D HMX1 IFT27 KCNV2 LZTFL1 NGLY1 PCYT1A PDE6C PDE6H PIBF1 PITPNM3 POC1B PROM1 RAB28 RAX2 RPGRIP1 SLC19A2 TTLL5 UNC119 HP_CONE_SHAPED_EPIPHYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CONE_SHAPED_EPIPHYSIS AIFM1 ATR ATRIP BGN BMPR1B CDC42BPB CENPE CENPJ CEP120 CEP152 CEP164 CEP290 COG4 COL2A1 COMP CSPP1 DNA2 DYM DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 EIF2AK3 EVC EVC2 EXT1 FBN1 FGF9 FGFR3 FLNA GDF5 GPX4 IFT140 IFT172 IFT52 IFT80 IHH INVS IQCB1 KIAA0586 KIAA0753 KIF15 KNSTRN MAP3K7 MIA3 MIR140 MRPS28 NEK1 NOG NPHP1 NPHP3 NPHP4 NPR2 NSMCE2 NUP85 OFD1 PCNT PDE3A PDE4D PIK3CD PLK4 POC1A PRKAR1A RAD21 RBBP8 RMRP RSPRY1 RUNX2 SDCCAG8 SHOX SMAD4 SRCAP TBC1D2B TRAF3IP1 TRAIP TRIP11 TRPS1 TRPV4 TTC21B WDR19 ZMIZ1 HP_CONFETTI_LIKE_HYPOPIGMENTED_MACULES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CONFETTI_LIKE_HYPOPIGMENTED_MACULES CDKN1A CDKN1B CDKN2B CDKN2C IFNG MEN1 NONO TSC1 TSC2 HP_CONFUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CONFUSION ABCA7 ABCD1 ADAMTS13 ALAD ALDH4A1 APP ATP13A2 ATP1A2 C4A CACNA1A CCR1 CDKN1A CDKN1B CDKN2B CDKN2C CHRNA2 CPOX CTSF CUBN DNMT1 EPM2A ERAP1 ERCC2 ERCC3 ERCC4 ERCC5 FAS FIG4 GNAS HADH HLA-B HLA-DQB1 HMBS IFNGR1 IL10 IL12A IL12A-AS1 IL23R KLRC4 MAN2B1 MEFV MEN1 MMACHC MT-TE NAGS NHLRC1 NOTCH3 POLR3A PRDM8 PRDX1 PRNP PRRT2 PSEN1 PSEN2 RYR1 SCN1A SLC19A3 SLC22A5 SLC25A13 SLC25A15 SLC2A1 SORL1 STAT4 TBK1 TBP TLR3 TLR4 TOMM40 TRANK1 TREM2 TTR UBAC2 UQCRH HP_CONFUSIONAL_AROUSAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CONFUSIONAL_AROUSAL CABP4 CHRNA2 CHRNA4 CHRNB2 CRH DEPDC5 KCNT1 MAGEL2 SIM1 HP_CONGENITAL_ABNORMAL_HAIR_PATTERN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CONGENITAL_ABNORMAL_HAIR_PATTERN ABCC9 ACTB ACTG1 ADA2 ADARB1 ADNP AEBP1 AGPAT2 AIFM1 ALDOA ALG11 ALG12 ALG9 ALX1 ALX3 ANKRD11 ANKRD17 APC APC2 ARHGEF2 ARID1A ARID1B ARID2 ARX ASH1L ASXL1 ATP6V1B2 B3GAT3 BICRA BRAF BRCA1 BRD4 BSCL2 CAMK2A CAMTA1 CAV1 CAVIN1 CBL CCDC22 CCNK CDC42BPB CDH1 CDH2 CDK13 CDK5 CHN1 CHRNG CHST3 CIT CLCN3 CNOT3 COG5 COG7 CPLX1 CPOX CREBBP CTBP1 CWC27 DEAF1 DHX30 DLX4 DOCK6 DOCK7 DPF2 DPH2 DPM2 EDEM3 EFNB1 EMC1 EP300 ERMARD FAT4 FGD1 FGFR2 FGFR3 FGFRL1 FKRP FLNA FOS FOXP1 FRAS1 FREM1 FREM2 FRMD4A FRMPD4 GATA1 GDF11 GDF3 GDF6 GMPPA GNB2 GNE H1-4 H3-3A H4C5 HDAC4 HDAC8 HEATR3 HERC2 HNF1B HRAS HS2ST1 HSPG2 HUWE1 HYOU1 IFIH1 IFT140 IGF1 INSR INTU IRX5 JARID2 KCNH1 KCNJ8 KCNN3 KDM1A KDM4B KMT2A KNSTRN KRAS KREMEN1 KRT85 LETM1 LIG4 LMNA LMX1B LRP2 LRPPRC LZTR1 MAB21L1 MADD MAFB MAGEL2 MAN1B1 MAN2B1 MAP2K1 MAP2K2 MAP3K7 MAPK1 MAPRE2 MBD5 MED12 MED13L MED27 MEGF8 MEIS2 MEOX1 MID1 MKRN3 MRAS MYH3 MYO18B NANS NBN NELFA NEPRO NF1 NFIX NIPBL NOTCH2 NOTCH3 NOVA2 NPAP1 NRAS NSD1 NSD2 NSUN2 NUDT2 OGT PACS1 PEPD PEX1 PEX19 PEX6 PGAP1 PHF8 PIGG PIGK PIK3C2A PIK3CD POLA1 POLR1B POLR1C POLR1D PPARG PPP1CB PPP1R15B PPP2R1A PPP2R3C PRDM13 PRKD1 PTPN11 PWAR1 PWRN1 RAB18 RAB3GAP1 RAB3GAP2 RAD21 RAF1 RALGAPA1 RASA2 RBL2 RERE RHOBTB2 RIT1 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RRAS RRAS2 SALL4 SATB1 SCNM1 SETD2 SETD5 SH2B1 SHOC2 SIN3A SLC12A6 SLC25A24 SLC35C1 SLC9A7 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMO SMPD4 SNORD115-1 SNORD116-1 SOS1 SOS2 SOX11 SOX4 SPATA5L1 SPECC1L SPEN SPOP SPRED1 SPRED2 SRCAP SRY STAG2 STAMBP STT3A SVBP SYT1 TAF6 TBC1D20 TBC1D24 TBL1XR1 TBX15 TBX2 TCF12 TCF4 TCOF1 TECPR2 TFAP2A THOC6 TMCO1 TRAF7 TRIO TRMT10A TRPM3 TSC1 TSR2 TTC5 TWIST1 TWIST2 UBE2A UBR1 UGP2 USB1 VPS13B VPS33A VPS51 WASHC5 WBP11 WNT4 WRN XRCC4 XYLT2 YY1 ZC4H2 ZIC1 ZNF699 HP_CONGENITAL_ADRENAL_HYPERPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CONGENITAL_ADRENAL_HYPERPLASIA CYP11B1 CYP17A1 HSD3B2 POR STAR HP_CONGENITAL_BILATERAL_HIP_DISLOCATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CONGENITAL_BILATERAL_HIP_DISLOCATION CLTCL1 COL12A1 COL1A1 FBLN1 PLOD1 SHROOM4 TELO2 HP_CONGENITAL_BLINDNESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CONGENITAL_BLINDNESS ATIC CEP290 LRAT LRP5 NSMCE2 RD3 SARDH XRCC4 HP_CONGENITAL_CONTRACTURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CONGENITAL_CONTRACTURE ABCC8 ACADM ACTA1 ADAT3 ADCY6 ADGRG1 ADGRG6 AGRN AGTPBP1 ALG14 ALG3 ASCC1 ASXL1 ATAD1 AUTS2 BICD2 BLTP1 CACNA1E CAPN3 CCDC47 CDK5 CEP55 CFL2 CHAT CHMP1A CHRNA1 CHRNE CHRNG CHST14 CLCN3 CNTNAP1 COL12A1 COL13A1 DHCR24 DNM2 DOK7 DPM2 DSE ERBB3 ERCC1 ERCC2 ERCC5 ERCC6 ERGIC1 EXOC7 EXOSC3 EXOSC8 EXOSC9 FAM20C FBN2 FIG4 FKBP10 FKRP FKTN GBA1 GBE1 GCK GFM2 GFPT1 GLDN GLE1 GLI3 GNB2 GNPTAB HSPG2 IBA57 INS ITGB4 KAT6B KBTBD13 KCNJ11 KCNK9 KIDINS220 KIF14 KIF1A KIF21A KIF26A KIF5C KLHL40 KLHL41 LAMA5 LARGE1 LGI4 LMNA LMOD3 LZTR1 MAGEL2 MED13L MORC2 MTRFR MUSK MYBPC1 MYH2 MYH3 MYH8 MYO9A MYOD1 MYPN NALCN NEB NEK9 NRCAM NUP88 OTUD5 PAX7 PDX1 PI4KA PIEZO2 PIGS PIP5K1C PLEC PLOD2 PLXND1 POMT1 POMT2 PPP3CA PRG4 RAPSN REEP1 REV3L RFT1 RIPK4 RYR3 SCN4A SCYL2 SHPK SLC18A3 SLC25A1 SLC25A46 SLC35A3 SLC5A7 SLC6A9 SLC9A6 SMPD4 SNAP25 SOX10 SRPX2 STAC3 STAT3 SYNE1 SYT2 TBCD TBX4 TGFB3 TNNI2 TOR1A TPM2 TPM3 TRIP13 TRIP4 TRPV4 TSEN54 TUBA1A UBA1 VAMP1 VIPAS39 VPS33B VRK1 YY1 ZBTB42 ZC4H2 ZMPSTE24 ZNF335 ZNHIT3 HP_CONGENITAL_DIAPHRAGMATIC_HERNIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CONGENITAL_DIAPHRAGMATIC_HERNIA ABL1 ADAT3 ALDH1A2 ALG9 ANAPC7 AR ARID1B B3GAT3 BRD4 CD96 CDC42BPB CHRNG CHST3 CHUK COX7B CPLX1 CTBP1 DACT1 DHCR7 DIS3L2 DLL3 EFEMP2 EFNB1 FBLN5 FLNA GATA4 GATA6 GLI3 GPC3 GPC4 HCCS HDAC4 HDAC8 HES7 HOXD13 KCNA1 KDM3B KDM6A KIAA0586 KIF7 KMT2D LETM1 LFNG LONP1 LRP2 LTBP4 MAF MAFB MAMLD1 MAP3K7 MCTP2 MESP2 MID1 MN1 MTHFR MYRF NDUFAF5 NDUFB11 NELFA NIPBL NR2F2 NSD2 NUAK2 PBX1 PCNA PIGG PIGN POGZ PORCN PPM1D RAD21 RARB RIPPLY2 RLIM RPS26 RPS28 RSPO2 SEC31A SF3B4 SH2B1 SIN3A SLC2A10 SMARCB1 SMC1A SMC3 STAG2 STRA6 TRAIP TRRAP VANGL2 WLS WNT3 WNT4 WNT7B WT1 ZFPM2 HP_CONGENITAL_FIBROSIS_OF_EXTRAOCULAR_MUSCLES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CONGENITAL_FIBROSIS_OF_EXTRAOCULAR_MUSCLES COL25A1 KIF21A PHOX2A TUBA1A TUBB2B TUBB3 ZFHX4 HP_CONGENITAL_FINGER_FLEXION_CONTRACTURES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CONGENITAL_FINGER_FLEXION_CONTRACTURES ADAT3 CAPN3 COL12A1 FBN2 KCNK9 MORC2 PIEZO2 PRG4 SCN4A TGFB3 HP_CONGENITAL_HEMOLYTIC_ANEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CONGENITAL_HEMOLYTIC_ANEMIA EPB41 GYPC KCNN4 PIEZO1 PKLR SLC4A1 SPTA1 SPTB HP_CONGENITAL_HEPATIC_FIBROSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CONGENITAL_HEPATIC_FIBROSIS ARHGAP31 B9D1 B9D2 CC2D2A CEP164 CEP290 CSPP1 DCDC2 DLL4 DOCK6 DYNC2H1 DYNC2I1 DYNC2I2 DZIP1L EOGT HAMP HJV IFT140 IFT80 INPP5E INVS IQCB1 MKS1 NOTCH1 NPHP1 NPHP3 NPHP4 PKHD1 PNPLA6 RBPJ RPGRIP1 RPGRIP1L SDCCAG8 TCTN1 TCTN2 TCTN3 TMEM107 TMEM216 TMEM231 TMEM237 TMEM67 TRAF3IP1 TTC26 TXNDC15 WDR19 WDR35 HP_CONGENITAL_HIP_DISLOCATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CONGENITAL_HIP_DISLOCATION ABCC9 ACTA1 AGRN ALDH18A1 ATP6V0A2 ATP6V1A ATP6V1E1 BICD2 CCDC8 CHAT CHRM3 CLCN3 CLTCL1 COL12A1 COL13A1 COL1A1 COL3A1 COL5A2 CUL7 DHODH DNAJC21 ECEL1 EYA1 FBLN1 FHL1 FIG4 FLNA GEMIN4 GPC3 GPC4 HACD1 HDAC4 HSPG2 IARS2 ITGA7 KAT6B KDM6A KIF22 KMT2D LONP1 MAP3K20 MAP3K7 MKKS MYL2 MYO9A NAA10 NGLY1 NSDHL OBSL1 PAFAH1B1 PIEZO2 PLOD1 PORCN PPP2R5D PTRH2 PUF60 PYCR1 RECQL4 RYR1 SELENON SHROOM4 SIX1 SLC18A3 SLC25A1 SLC5A7 SNAP25 SNRPB SYT2 TBCD TBX15 TELO2 THRA TPM2 TPM3 UBE3B USP9X VAMP1 WNT7A YWHAE ZIC3 ZNF469 HP_CONGENITAL_HYPOPLASTIC_ANEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CONGENITAL_HYPOPLASTIC_ANEMIA KIF23 LPIN2 RMRP RPS19 ZNF699 HP_CONGENITAL_HYPOTHYROIDISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CONGENITAL_HYPOTHYROIDISM ADAMTSL1 ATP6V1B2 B3GLCT DUOX2 DUOXA2 FOXE1 GATA6 GLIS3 GNB1 IYD KDM6A KMT2D MC2R MRAP NKX2-1 NKX2-5 NNT PAX8 PDE4D PLAA PRKAR1A SLC5A5 STAR TBC1D24 TG THRA TONSL TPO TRAPPC9 TSHR TXNRD2 YRDC HP_CONGENITAL_ICHTHYOSIFORM_ERYTHRODERMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CONGENITAL_ICHTHYOSIFORM_ERYTHRODERMA ABCA12 ABHD5 ALOX12B ALOXE3 ASPRV1 CERS3 CYP4F22 EBP ELOVL4 ERCC2 ERCC3 GBA1 GJB2 GJB6 GTF2H5 KDSR KRT1 KRT10 KRT16 KRT2 LORICRIN NIPAL4 NSDHL PNPLA1 POMP SPINK5 ST14 STS SULT2B1 TARS1 TGM1 HP_CONGENITAL_LARYNGEAL_STRIDOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CONGENITAL_LARYNGEAL_STRIDOR AGTPBP1 EXOSC3 EXOSC8 EXOSC9 NFASC PLP1 SLC25A46 VRK1 HP_CONGENITAL_LOCALIZED_ABSENCE_OF_SKIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CONGENITAL_LOCALIZED_ABSENCE_OF_SKIN BMS1 COL7A1 DLL4 ITGB4 LAMA3 LAMB3 LAMC2 PLEC UBA2 HP_CONGENITAL_MALFORMATION_OF_THE_GREAT_ARTERIES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CONGENITAL_MALFORMATION_OF_THE_GREAT_ARTERIES ABCC9 ABCD4 ACSL4 ACTA2 ACTB ACVR2B ADAMTS10 ADAT3 AFF4 AGGF1 AGO2 ALB ALDH1A2 ALG12 ALG8 ALX1 ALX3 AMER1 AMMECR1 ANK1 ANKS6 APC2 ARF1 ARFGEF2 ARHGAP31 ARID1A ARID1B ARID2 ARL6IP6 ARSL ARVCF ARX ASCC1 ASXL2 ATP2B1 ATP6V1B2 B3GLCT BAZ1B BCL7B BCOR BCR BICRA BMP2 BMPR1A BPTF BRAF BRCA1 BRCA2 BRIP1 BUD23 C2CD3 CACNA1C CADM3 CALM3 CASZ1 CCDC103 CCDC22 CCDC39 CCDC40 CCDC47 CCDC65 CCNO CD96 CDC42 CDC42BPB CDK8 CDON CEP120 CFAP221 CFAP298 CFAP300 CFAP53 CFAP74 CFC1 CHD4 CHD7 CHRM3 CHUK CIROP CITED2 CLIP2 COA6 COG6 COL18A1 COMT COQ4 COX7B CREBBP CRKL CSGALNACT1 CTCF CTU2 CUX1 CXCR2 CXCR4 DACT1 DDX11 DDX3X DDX59 DGCR2 DGCR6 DGCR8 DHCR24 DHCR7 DISP1 DLL1 DLL4 DMPK DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAJC30 DNAL1 DNMT3A DOCK6 DPF2 DPM1 DPYSL5 DRC1 DTNA DVL3 DYNC2LI1 DYRK1A ECE1 EED EHMT1 EIF2AK3 EIF4H ELN EOGT EP300 ERCC4 ERMARD ESCO2 ESS2 EXT2 EZH2 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FBN1 FBN2 FGF10 FGF8 FGFR1 FGFR2 FGFR3 FIG4 FKBP14 FKBP6 FKTN FLNA FLT4 FOCAD FOXC1 FOXC2 FOXE3 FOXF1 FOXH1 FOXJ1 FOXP2 FRA10AC1 FTO FUT8 G6PC3 GABRD GAS1 GAS2L2 GAS8 GATA1 GATA4 GATA5 GATA6 GDF1 GJA1 GJA5 GJA8 GLB1 GLI2 GLI3 GLYCTK GNA11 GNB2 GNPAT GP1BB GPC3 GPC4 GTF2I GTF2IRD1 GTF2IRD2 HACD1 HDAC4 HEY2 HIBCH HIRA HLA-B HLA-DRB1 HPGD HSPG2 HTRA2 HYDIN HYMAI IFT27 IGBP1 IGF2 INTU IPO8 ITPR1 JAG1 JMJD1C KANSL1 KAT6A KAT6B KAT8 KCNAB2 KCNE5 KCNH1 KCNJ8 KCNN3 KDR KMT2A KMT2B KRAS KYNU LARS2 LIMK1 LMBRD1 LMNA LMX1B LOX LRRC56 LUZP1 LZTR1 MAD2L2 MAF MAP1B MAP2K1 MAP3K7 MAPK1 MAPKAPK5 MASP1 MAT2A MCIDAS MCTP2 MED11 MED12 MED13L MEGF8 METTL27 MFAP5 MGAT2 MID1 MKKS MKS1 MLXIPL MMP14 MMP2 MMP21 MMP23B MRPS16 MYCN MYH11 MYH7 MYLK MYOCD MYRF NAA10 NAA20 NADSYN1 NCAPG2 NCF1 NEDD4L NEK10 NEK8 NFIX NIPA1 NIPA2 NKX2-5 NKX2-6 NME5 NME8 NODAL NONO NOTCH1 NOTCH2 NOTCH3 NPHP3 NR2F2 NSD1 NXN OCLN ODAD1 ODAD2 ODAD3 ODAD4 OFD1 OTUD5 P4HA2 PACS1 PAH PAK2 PALB2 PCGF2 PCNT PDPN PEX1 PEX19 PHGDH PIGA PIGL PIGN PIGT PKD1L1 PLAGL1 PLCB3 PLCH1 PLXND1 POGZ POLR1A POLR1B POLR1C POLR1D PORCN PPFIBP1 PPP1CB PQBP1 PRDM13 PRDM16 PRDM6 PRIM1 PRKCZ PRKG1 PSMD12 PTCH1 PTEN PTPN11 PTPN22 PUF60 QRICH1 RAB23 RAC1 RAD21 RAD51 RAD51C RAI1 RBM10 RBM8A RBP4 RBPJ RERE RFC2 RFWD3 RIT1 RNU4ATAC ROBO1 ROR2 RPGR RPL11 RPL5 RPS26 RRAS2 RREB1 RSPH1 RSPH3 RSPH4A RSPH9 RSPRY1 SALL1 SALL4 SAMD9 SEC24C SEMA3E SETD2 SF3B2 SF3B4 SH3PXD2B SHANK3 SHH SIK3 SIX3 SIX6 SKI SKIC2 SKIC3 SLC25A24 SLC29A3 SLC35A2 SLC37A4 SLX4 SMAD2 SMAD3 SMAD4 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC3 SMC5 SMG9 SNRPB SNRPN SNX14 SON SOX11 SOX2 SOX4 SPAG1 SPECC1L SPEF2 SPEN SRCAP SSR4 STAG2 STK36 STRA6 STX1A STXBP1 SUCLG1 SUFU SUPT16H TAB2 TALDO1 TBC1D24 TBL2 TBX1 TBX2 TBX4 TBX5 TCOF1 TDGF1 TFAP2B TGFB2 TGFB3 TGFBR1 TGFBR2 TGIF1 THOC6 THSD1 THSD4 TKT TMCO1 TMEM260 TMEM270 TMEM94 TMTC3 TP63 TRAF7 TRIO TRIP11 TRIP4 TRPV6 TRRAP TSFM TTC12 TTC26 TUBG1 TWIST1 UBE2A UBE2T UBE4B UBR7 UFC1 UFD1 UMPS USP18 USP9X VAC14 VPS33A VPS35L VPS37D WAC WASHC5 WDPCP WDR35 WDR37 WLS WT1 XRCC2 YY1AP1 ZBTB7A ZEB2 ZFPM2 ZIC2 ZIC3 ZMIZ1 ZMPSTE24 ZMYM2 ZMYND10 ZNF148 ZNF462 ZNF699 HP_CONGENITAL_MALFORMATION_OF_THE_LEFT_HEART https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CONGENITAL_MALFORMATION_OF_THE_LEFT_HEART ANKRD11 ARHGAP31 B3GLCT CCDC22 CDK8 CFAP53 CIROP COQ4 CPLANE1 CREBBP DPYSL5 DTNA EP300 FLI1 FOXF1 GATA4 GATA5 GATA6 GJA1 GNB2 H3-3B HAAO IFT27 KYNU MCTP2 MKKS MYRF NADSYN1 NKX2-5 NOTCH1 NR2F2 PAH PKD1L1 PLXND1 POLR3A SMAD6 SPOP STAG2 TBX1 TBX5 TMEM218 TRAF7 VPS35L WASHC5 WT1 ZIC3 HP_CONGENITAL_MALFORMATION_OF_THE_RIGHT_HEART https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CONGENITAL_MALFORMATION_OF_THE_RIGHT_HEART ATP6V1A ATP6V1B2 BCOR CCDC103 CCDC39 CCDC40 CCDC65 CCNO CFAP221 CFAP298 CFAP300 CFAP53 CFAP74 CFC1 CHD7 CIROP CTU2 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAL1 DRC1 DVL3 EIF2AK3 FOXJ1 GAS2L2 GAS8 GATA1 GATA5 GATA6 GDF1 GNB2 HLA-B HLA-DRB1 HYDIN IPO8 LRRC56 MCIDAS MCTP2 MMP14 MMP2 NADSYN1 NEK10 NKX2-5 NKX2-6 NME5 NME8 NODAL NOTCH1 ODAD1 ODAD2 ODAD3 ODAD4 OFD1 OTUD5 P4HA2 PAH PEX19 PIGL PKD1L1 PLCH1 PLXND1 PTPN22 RAI1 RPGR RSPH1 RSPH3 RSPH4A RSPH9 SH3PXD2B SMAD2 SPAG1 SPEF2 STAG2 STK36 TBC1D24 TBX1 TBX2 TMEM94 TRAF7 TTC12 UBE2A WASHC5 ZIC3 ZMYND10 HP_CONGENITAL_MUSCULAR_DYSTROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CONGENITAL_MUSCULAR_DYSTROPHY COL12A1 COL6A1 COL6A2 COL6A3 CRPPA FKRP FKTN GMPPB ITGA7 LAMA2 LARGE1 LMNA MYH7 POMGNT1 POMK POMT1 POMT2 SELENON TTN HP_CONGENITAL_MUSCULAR_TORTICOLLIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CONGENITAL_MUSCULAR_TORTICOLLIS COL12A1 COL6A1 COL6A2 COL6A3 GDF3 GDF6 MEOX1 PPP2R5D SYNGAP1 HP_CONGENITAL_NONBULLOUS_ICHTHYOSIFORM_ERYTHRODERMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CONGENITAL_NONBULLOUS_ICHTHYOSIFORM_ERYTHRODERMA ABCA12 ABHD5 ALOX12B ALOXE3 ASPRV1 CERS3 CYP4F22 EBP ELOVL4 ERCC2 ERCC3 GBA1 GTF2H5 KDSR KRT10 LORICRIN NIPAL4 PNPLA1 POMP SPINK5 SULT2B1 TARS1 TGM1 HP_CONGENITAL_NYSTAGMUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CONGENITAL_NYSTAGMUS ADAR ARHGEF2 ATP6V1B2 CNGB3 EXOSC9 FRMD7 GRIK2 HMX1 HPS3 KRT14 KRT5 LRP5 MT-ATP6 NUP54 NUP62 PAX6 PGAP1 ROBO1 TBC1D24 TMEM106B TRPV6 HP_CONGENITAL_ONSET https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CONGENITAL_ONSET AARS1 AARS2 ABCA12 ABCA3 ABCB6 ABCC9 ABCD4 ABL1 ACAD9 ACKR3 ACP5 ACTA1 ACTA2 ACTB ACTG2 ACVR1 ACVR2B ADAMTS19 ADAMTS2 ADAMTS3 ADCY6 ADGRG1 ADNP ADSL AFF4 AGK AGPAT2 AGR2 AGTPBP1 AHDC1 AKT2 ALAD ALDH18A1 ALDH1A3 ALDH3A2 ALG3 ALG8 ALG9 ALOX12B ALOXE3 ALPK3 ALX4 AMH AMHR2 AMPD2 ANKH ANKLE2 ANKS6 ANO1 ANOS1 AP1B1 AP1S1 AP3B1 AP3B2 AP4B1 AP4E1 AP4M1 AR ARCN1 ARHGEF2 ARHGEF9 ARL2 ARL6 ARMC9 ARX ASCC1 ASH1L ASNS ASPM ASXL1 ASXL2 ATAD1 ATCAY ATIC ATN1 ATOH1 ATOH7 ATP11C ATP1A3 ATP2A2 ATP2B1 ATP2B2 ATP2B3 ATP5F1A ATP6V0A2 ATP6V1B2 ATP6V1E1 ATP8A2 ATP9A ATPAF2 ATR AVPR2 B3GALNT2 B4GALT1 BAP1 BBS1 BBS12 BBS4 BBS9 BCAP31 BCL11A BCL11B BCS1L BHLHA9 BICD2 BIN1 BLM BLOC1S3 BLTP1 BMP1 BMPR1B BPNT2 BRAF BRF1 BRPF1 BRWD3 BSCL2 BSND BUB1 C18orf32 C1QBP C2CD3 C2orf69 CA8 CABP2 CACNA1A CACNA1D CALM3 CAMK2B CAPN15 CASK CATSPER2 CAV1 CBFB CC2D2A CCDC103 CCDC28B CCDC32 CCDC39 CCDC88A CCND2 CCNQ CD320 CD8A CDAN1 CDC14A CDC40 CDC42BPB CDC45 CDC6 CDCA7 CDH11 CDH3 CDK10 CDK13 CDK5 CDK5RAP2 CDK6 CDT1 CENPF CENPJ CEP120 CEP135 CEP152 CEP63 CERS3 CFAP410 CFAP45 CFAP53 CFC1 CFL2 CHAMP1 CHAT CHD7 CHMP1A CHRNA1 CHRNB1 CHRNE CHST14 CHST3 CHUK CIB2 CIROP CIT CITED2 CLCN7 CLCNKA CLCNKB CLDN10 CLMP CLPB CLRN1 CNOT1 CNTNAP1 COA5 COA6 COCH COG1 COG4 COG6 COG7 COL11A1 COL11A2 COL13A1 COL17A1 COL18A1 COL1A1 COL1A2 COL25A1 COL2A1 COL3A1 COL4A1 COL4A6 COL7A1 COLEC11 COLQ COPB2 COQ4 COQ7 COX5A COX6A2 COX7B CPLANE1 CREB3L1 CREBBP CRELD1 CRIPT CRYAB CRYBA1 CRYBA2 CRYBB1 CRYBB3 CRYGB CSF1R CSPP1 CST6 CTCF CTSD CTU2 CWF19L1 CYB5A CYP19A1 CYP2U1 CYP4F22 DBH DCC DCDC2 DCHS1 DCPS DCT DDX11 DDX59 DHCR7 DHH DICER1 DLL4 DLX5 DMXL2 DNA2 DNAAF3 DNAH9 DNASE2 DNM2 DNMBP DNMT3A DOCK6 DOHH DOLK DONSON DPAGT1 DPH1 DPH5 DPM2 DPP6 DPYD DSE DSG1 DSG4 DSP DSTYK DTNA DTYMK DVL1 DYNLT2B DYRK1A EBP ECE1 ECEL1 ECHS1 ECM1 EDN1 EDN3 EDNRA EDNRB EED EEF1A2 EFEMP2 EGFR EGR2 EIF3F EIF4A3 EIF5A ELN ELOVL4 ELP1 ELP2 ELP4 EML1 EN1 ENPP1 EOGT EP300 EPG5 EPHB4 EPS8 EPS8L3 ERCC1 ERCC2 ERCC3 ERCC4 ERCC6 ERGIC1 ESCO2 ESRRB EXOC2 EXOC6B EXOC7 EXOSC3 EXOSC9 EXT2 EXTL3 F13A1 F13B F2 FAM111A FAM111B FAM20C FANCF FANCL FAT4 FBLN5 FBN2 FGA FGB FGF10 FGF16 FGF3 FGFR1 FGFR2 FGFR3 FGG FIBP FIG4 FKRP FKTN FLG2 FLNA FLNB FLT4 FLVCR2 FOCAD FOXC1 FOXE1 FOXE3 FOXI1 FOXRED1 FREM1 FREM2 FTO FUT8 FYCO1 FZD2 FZD6 G6PD GATA1 GATA3 GATA4 GATA5 GATA6 GDAP1 GDF11 GDF3 GDF5 GDNF GEMIN5 GFM1 GFM2 GFRA1 GGPS1 GJA1 GJA8 GJB2 GJB4 GLDN GLE1 GLI1 GLI3 GLRB GLS GMPPA GMPPB GNPAT GORAB GOSR2 GP1BA GP1BB GP9 GPRASP2 GREB1L GRHL3 GRIN1 GSC GSX2 GTF2H5 GTPBP3 GUCY2C GUF1 H1-4 H4C11 H4C3 HAAO HBA1 HBG2 HCCS HCN4 HDAC4 HECTD4 HELLS HEPACAM HERC1 HERC2 HES7 HIVEP2 HK1 HMGB3 HNRNPH1 HNRNPR HOXA2 HOXB1 HOXD13 HPDL HPGD HRAS HRURF HS2ST1 HSD3B2 HSPG2 HYCC1 IARS2 IBA57 IER3IP1 IFIH1 IFT122 IFT140 IFT172 IFT27 IFT52 IFT74 IGBP1 IGF1 IGF1R IGF2 IGHMBP2 IKBKG INPP5K INPPL1 IPO8 IQCE IRF6 IRX5 ITGA3 ITGA6 ITGA7 ITGA8 ITGB4 ITPR1 JAG1 JAM3 JUP KANK1 KARS1 KAT5 KAT6A KATNB1 KATNIP KCNA4 KCNE1 KCNJ10 KCNJ6 KCNK4 KCNN4 KCNQ1 KDM6A KDSR KIAA0586 KIAA0753 KIAA0825 KIF15 KIF1A KIF26A KIF5A KIF7 KIFBP KITLG KLF1 KLHL24 KMT2D KNL1 KRAS KRT1 KRT10 KRT14 KRT5 KRT71 KRT74 KY KYNU LAMA2 LAMA3 LAMA5 LAMB2 LAMB3 LAMC2 LARGE1 LARS2 LBR LEMD3 LFNG LIFR LIPH LMBR1 LMNA LMNB2 LMOD2 LMOD3 LPAR6 LRP2 LRP4 LRP5 LRPPRC LRRC56 LRTOMT LSM11 LSS LTBP1 LTBP4 LZTFL1 MAB21L1 MAB21L2 MAF MAGEL2 MAMLD1 MAP3K20 MAP3K7 MAPKAPK5 MAPRE2 MARK3 MARS2 MARVELD2 MATN3 MBTPS2 MC2R MCM3AP MCPH1 MDFIC MECP2 MED11 MED23 MED25 MEGF10 MEGF8 MEIS2 MET MFSD2A MICOS13 MID1 MINAR2 MIP MITF MKKS MKRN3 MKS1 MMP1 MNX1 MOGS MPC1 MPDZ MPZ MRPS16 MRPS22 MSRB3 MTMR14 MTO1 MUSK MYBPC1 MYCN MYF5 MYH2 MYH3 MYH9 MYL1 MYL11 MYO15A MYO6 MYO7A MYO9A MYSM1 NAA10 NALCN NARS1 NBN NCAPD2 NCAPG2 NCAPH NDE1 NDUFA4 NDUFA6 NDUFAF4 NDUFB11 NECAP1 NECTIN1 NECTIN4 NEDD4L NEK8 NEK9 NF1 NIN NIPAL4 NKX2-1 NKX2-5 NKX3-2 NODAL NOG NOTCH1 NOTCH3 NPAP1 NPHP1 NPHP3 NPHS1 NPR2 NR1H4 NR2F2 NRAS NRCAM NRIP1 NSDHL NUAK2 NUDT2 NUP155 NUP37 NUP88 NUS1 NXN OCRL ODAD3 OFD1 OGDHL OPN1MW ORAI1 ORC1 ORC4 ORC6 OSGEP OTOF OTOG OTOGL OTUD5 PAFAH1B1 PAM16 PAX2 PAX6 PAX8 PC PCDH15 PCDHGC4 PCLO PDCD6IP PDE4D PDE6D PDGFRB PDHX PDX1 PEX10 PEX12 PEX14 PEX19 PEX2 PEX26 PEX3 PEX5 PGAP2 PHGDH PHOX2A PHOX2B PI4KB PIEZO2 PIGF PIGN PIGO PIGT PIGY PIK3CA PITX1 PITX3 PKD1L1 PKHD1 PKLR PKP1 PLAA PLCD1 PLD1 PLEC PLK4 PLXND1 PMM2 PNPLA1 POGZ POLA1 POLE POLR1A POLR1C POLR1D POLR3A POLR3B POMGNT1 POMGNT2 POMK POMP POMT1 POMT2 POP1 PORCN PPFIBP1 PPP1CB PPP2R3C PPP3CA PRDM13 PREPL PRKACA PRKACB PRKAG2 PRKAR1B PRKD1 PRMT7 PRPS1 PRR12 PRUNE1 PSAP PSAT1 PSMC3 PSMD12 PTCH1 PTRH2 PUF60 PWAR1 PWRN1 PXDN PYCR1 PYROXD1 QRICH1 RAB18 RAB3GAP1 RAB3GAP2 RAD51 RAD51C RALA RAPSN RARB RARS2 RBBP8 RBM10 RBM8A RBPJ RECQL4 REEP1 RFWD3 RFX6 RHOA RIPK4 RIPOR2 RMND1 RMRP RNF113A RNF13 RNU12 RNU4ATAC ROBO1 ROBO3 ROR2 RPA1 RPGRIP1L RPL10 RPL15 RPL27 RPS10 RPS19 RPS26 RPS28 RRM2B RRP7A RSPH3 RSPO2 RUNX2 RUSC2 RXYLT1 RYR1 SALL1 SALL4 SAMHD1 SASS6 SATB2 SCARF2 SCN11A SCN4A SCN5A SCN8A SCN9A SCNM1 SDHB SDR9C7 SEC23A SELENBP1 SELENON SERPINB7 SERPINE1 SF3B2 SF3B4 SFXN4 SHMT2 SIAH1 SIK3 SIN3A SIX3 SIX6 SLC12A2 SLC16A2 SLC25A12 SLC25A19 SLC25A24 SLC25A4 SLC26A2 SLC26A4 SLC2A10 SLC35A3 SLC37A4 SLC39A8 SLC5A7 SLC6A6 SLC6A9 SLITRK6 SMAD2 SMAD6 SMARCAL1 SMARCC1 SMARCD2 SMC1A SMG9 SMO SMOC1 SNORD115-1 SNORD116-1 SNRPB SOX10 SOX18 SOX2 SOX9 SPATA5 SPATA5L1 SPECC1L SPI1 SPINK5 SPRED2 SPTBN4 SRD5A3 SREBF1 SSR4 ST14 STAC3 STAG1 STAG2 STAMBP STIL STRA6 STRC STS SUFU SULT2B1 SUMO1 SVIL SYNE4 SYT2 TAB2 TAF1 TARS2 TASP1 TBC1D20 TBC1D23 TBC1D24 TBC1D8B TBCD TBCE TBCK TBX2 TBX3 TBX6 TCF12 TCOF1 TCTN2 TCTN3 TELO2 TENM3 TFAP2B TGDS TGM1 THOC6 TKT TLK2 TLL1 TMC1 TMCO1 TMEM106B TMEM107 TMEM216 TMEM231 TMEM67 TMEM70 TMEM94 TMEM98 TMPRSS3 TNNC2 TNNT1 TNNT3 TOE1 TP53RK TP63 TPM1 TPM2 TPM3 TRAF7 TRAPPC12 TRAPPC14 TRIM32 TRIM36 TRIM44 TRIP4 TRMT10A TRPM3 TRPV4 TRPV6 TSEN15 TSEN2 TSEN54 TSHR TSPEAR TSR2 TTC26 TTC5 TTC7A TTC8 TUBA1A TUBB TUBB1 TUBB3 TUBB4B TUBGCP4 TUBGCP6 TULP1 TWIST1 TWIST2 TXN2 TXNDC15 TXNL4A TYMS TYR UBA2 UBA5 UBE2T UBE3B UBR7 UGT1A1 UNC45B UROS USP48 VANGL1 VARS1 VAX1 VIM VLDLR VPS33B VPS35L VRK1 VSX1 VSX2 WARS1 WAS WDPCP WDR19 WDR35 WDR4 WDR62 WDR81 WHRN WLS WNT10A WNT5A WT1 XRCC2 XYLT2 YAP1 YIF1B YRDC YY1 ZBTB20 ZBTB24 ZBTB7A ZC4H2 ZFPM2 ZFYVE19 ZIC1 ZIC3 ZMPSTE24 ZNF141 ZNF148 ZNF335 ZSWIM6 HP_CONGENITAL_POSTERIOR_URETHRAL_VALVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CONGENITAL_POSTERIOR_URETHRAL_VALVE APC2 BNC2 CHRM3 HNRNPH1 IGF2 MID1 NSD1 SETD2 SRCAP HP_CONGENITAL_PTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CONGENITAL_PTOSIS BRCC3 COL25A1 DNA2 IGF1 TRIO ZFHX4 HP_CONGENITAL_SENSORINEURAL_HEARING_IMPAIRMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CONGENITAL_SENSORINEURAL_HEARING_IMPAIRMENT ADGRV1 CHD7 COL25A1 COX16 DUSP6 ESRP1 FGF17 FGF8 FGFR1 FOXI1 GJB2 GJB6 GNRH1 GNRHR GREB1L HS6ST1 IGF1 KARS1 KCNE1 KCNJ10 KCNQ1 KIF21A KISS1 KISS1R KITLG KYNU LRTOMT MAP3K7 MITF MRPS7 NHLH2 NSMF PAX3 PCDH15 PDZD7 PHOX2A POU3F4 PROK2 PROKR2 PRPH2 PRPS1 RAC1 RDH5 RHO RLBP1 ROR1 SLC26A4 SPRY4 TAC3 TACR3 TUBA1A TUBB2B TUBB3 USH1C USH2A WDR11 WFS1 HP_CONGENITAL_STATIONARY_NIGHT_BLINDNESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CONGENITAL_STATIONARY_NIGHT_BLINDNESS CABP4 CACNA1F CACNA2D4 FGFR2 GNAT1 GNB3 GPR179 GRK1 GRM6 LRIT3 MYO6 NYX PDE6B PRPH2 RDH5 RHO RLBP1 SAG SLC24A1 TRAPPC9 TRPM1 HP_CONGENITAL_THROMBOCYTOPENIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CONGENITAL_THROMBOCYTOPENIA GATA1 HOXA11 MECOM MYH9 STAT2 WAS HP_CONGESTIVE_HEART_FAILURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CONGESTIVE_HEART_FAILURE AARS2 ABCC6 ABCC9 ACAD9 ACTC1 ACTN2 ACVRL1 ADAMTSL2 ADCY5 AFF4 AGGF1 AGPAT2 ALDH18A1 ALMS1 ALPK3 AP1S3 ATP5F1A ATP6V1A ATXN7 BAG3 BAG5 BAZ1B BCHE BCL7B BMP2 BMP6 BSCL2 BUD23 CACNA1S CASR CAV1 CAV3 CAVIN1 CCN2 CCR6 CDH23 CEP19 CITED2 CLIC2 CLIP2 CLPB COG7 COL1A1 COL1A2 COX16 CP CSRP3 DES DLST DMD DNAJC19 DNAJC30 DNMT3A DOHH DOLK DSG2 DSP DTNA EFEMP2 EIF4H ELAC2 ELN ENG ENPP1 EPAS1 EPG5 EPHB4 EYA4 FBLN5 FBN1 FGD1 FGFR3 FH FKBP6 FLNA FLNC FOS FXN GAA GATA4 GATA6 GATAD1 GDF2 GLA GLB1 GNA11 GNPTAB GPR35 GTF2I GTF2IRD1 GTF2IRD2 GTPBP3 HADHA HADHB HAMP HBA1 HBA2 HBB HFE HJV HLA-DRB1 HNRNPA1 HNRNPA2B1 IDS IFIH1 IKBKG IL36RN IL6ST IRF5 JUP KCNJ5 KCTD1 KIF1B LAMP2 LDB3 LIMK1 LMNA LRPPRC LTBP1 MAPRE2 MAX MDH2 MECP2 METTL27 MLXIPL MST1 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND5 MT-ND6 MT-TC MT-TE MT-TF MT-TK MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTTP MYBPC3 MYD88 MYH6 MYH7 MYL3 MYLK2 MYPN MYSM1 NCF1 NDUFAF1 NDUFB11 NF1 NKX2-5 NPPA NSMCE2 OPA1 PDE11A PEX7 PHYH PLN PLOD1 PNPLA2 PPA2 PPARG PRDM16 PRKAG2 PRKAR1A PSEN1 PSEN2 PSMB8 PTEN RAB3GAP2 RAF1 RASA1 RBCK1 RBM20 RET RFC2 RPS19 RYR1 SCN1B SCN4A SCN5A SCO1 SDHA SDHAF2 SDHB SDHC SDHD SELENON SEMA4D SF3B1 SGCA SGCD SLC17A5 SLC19A2 SLC22A5 SLC25A11 SLC25A26 SLC25A3 SLC2A10 SMAD4 SMARCAL1 SNAP29 SPTBN1 STAT1 STRADA STX1A TAB2 TAFAZZIN TBL2 TBX20 TCF4 TET2 TF TFAM TLL1 TMEM127 TMEM270 TMEM43 TMEM70 TNNC1 TNNI3 TNNI3K TNNT2 TOM1 TPI1 TPM1 TRIM37 TRIP4 TRPM4 TTN TTR TUBB VCL VCP VEZF1 VHL VPS33A VPS37D WRN XYLT1 XYLT2 HP_CONICAL_INCISOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CONICAL_INCISOR ARHGAP29 ARHGEF38 ATR AXIN2 B3GLCT BMP4 CCBE1 CDH1 COBLL1 DLG1 DLX4 DYNC2LI1 EDA EDARADD EVC EVC2 FGF3 FGFR1 FGFR2 GLI1 IKBKG IRF6 KAT6A LRP6 MSX1 NECTIN1 NEK1 PAX9 PDGFRA PRKACA PRKACB RIC1 ST14 SUMO1 TGFA TP63 WNT10A WNT10B HP_CONICAL_TOOTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CONICAL_TOOTH ALX4 ANAPC1 ARHGAP29 ARHGEF38 ARID1B ATP6V0A2 ATP6V1B2 ATR AXIN2 B3GLCT BMP4 CCBE1 CDH1 COBLL1 CTNND1 DHODH DLG1 DLX4 DYNC2LI1 EDA EDAR EDARADD EVC EVC2 FGF3 FGFR1 FGFR2 FGFR3 GLI1 IKBKG IRF6 KAT6A LRP6 MSX1 NECTIN1 NECTIN4 NEK1 NFKBIA PAX9 PDGFRA PRKACA PRKACB RHOA RIC1 RUSC2 SATB2 SMARCD2 ST14 SUMO1 TGFA TP63 TSPEAR WNT10A WNT10B HP_CONJUGATED_HYPERBILIRUBINEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CONJUGATED_HYPERBILIRUBINEMIA ABCB11 ABCC2 AKR1D1 ATP8B1 BAAT GLRX5 HSD3B7 IARS1 IL12A IL12RB1 IRF5 KIF12 MMEL1 MYO5B NR1H4 PEX14 PEX2 PKHD1 POLG2 POU2AF1 ROBO1 SLC17A5 SLC25A13 SLC2A1 SLC51A SLCO1B1 SLCO1B3 SPIB TFAM TNFSF15 TNPO3 TTC26 UBR1 VIPAS39 VPS33B HP_CONJUNCTIVAL_HAMARTOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CONJUNCTIVAL_HAMARTOMA AKT1 KLLN KRT1 KRT10 PIK3CA PTEN SDHB SDHC SDHD SEC23B USF3 HP_CONJUNCTIVAL_HYPEREMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CONJUNCTIVAL_HYPEREMIA AP1G1 MAPT NLRP3 SHMT2 TNFRSF1A HP_CONJUNCTIVAL_ICTERUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CONJUNCTIVAL_ICTERUS FH PIEZO1 PIGA PKHD1 SLCO1B1 SLCO1B3 UBR1 HP_CONJUNCTIVITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CONJUNCTIVITIS AARS1 AEBP1 AIRE AP1B1 BLNK BTD BTK BTNL2 C4A CARS1 CCR1 CD19 CD79A CD79B COL17A1 COL7A1 CR2 DDB2 DKC1 DNASE1L3 ERAP1 ERCC1 ERCC2 ERCC3 ERCC4 ERCC6 ERCC8 ERF FAS FBN1 FERMT1 FGF10 FGFR2 FGFR3 FOXC2 GATA1 GJB2 GJB6 GNAS GSN GTF2E2 GTF2H5 HLA-B HLA-DRB1 HLCS IARS2 ICOS IFNGR1 IGHM IGLL1 IGSF3 IKZF1 IL10 IL12A IL12A-AS1 IL23R KAT6A KLRC4 LBR LRBA LRRC8A MAB21L1 MBTPS2 MEFV MMP1 MPLKIP MTTP NLRP1 NLRP3 NOD2 PAX1 PIK3R1 PLG POLH PSMB4 PSMB8 PSMB9 RAG1 RAG2 RECQL RNF113A RNF125 SAMD9 SCN9A SLC39A4 SLC39A7 SPI1 SREBF1 STAT4 STX11 STX16 TARS1 TCF3 TFRC TKT TLR4 TNFRSF13B TNFRSF13C TNFRSF1A TP63 UBAC2 UROD UROS USB1 VPS33A WAS WIPF1 XPA XPC HP_CONNECTIVE_TISSUE_NEVI https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CONNECTIVE_TISSUE_NEVI IFNG LEMD3 PTEN SLC25A24 TSC1 TSC2 HP_CONSPICUOUSLY_HAPPY_DISPOSITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CONSPICUOUSLY_HAPPY_DISPOSITION HNRNPH2 KANSL1 NALCN SATB2 SIN3A SLC9A6 UNC80 HP_CONSTIPATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CONSTIPATION ABCD1 ABL1 ACTG2 ADAT3 ADH1C ADNP AFF3 AFF4 ALAD ALDOB ALPL AMN APC APC2 AQP2 ARID2 ARNT2 ARSB ARVCF ASH1L ATN1 ATP1A2 ATP1A3 ATP7A ATRX ATXN2 ATXN8OS AVPR2 BAZ1B BCL10 BCL7B BICRA BIRC3 BMPR1A BRAF BRCA1 BUD23 CACNA1A CACNA1C CACNA1S CAMK2B CAMTA1 CASR CASZ1 CAVIN1 CD96 CDC73 CDK13 CDKL5 CDKN1A CDKN1B CDKN2B CDKN2C CDON CHCHD2 CHD8 CHMP1A CHRM3 CHST14 CISD2 CLCNKB CLIP2 CLP1 CNP COL1A1 COL5A1 COL5A2 COL7A1 COMT COQ2 CPOX CREBBP CSNK2A1 CTNS CUBN DACT1 DCPS DDC DDHD2 DDOST DEAF1 DES DHCR7 DHPS DISP1 DLL1 DMPK DNAJC13 DNAJC30 DNAJC6 DNM1 DPF2 DSE DUOX2 DUOXA2 DYRK1A ECE1 EDA EDN3 EDNRB EIF4G1 EIF4H EIF5A ELF4 ELN ELP1 EP300 EPCAM ERBB2 ERBB3 EXT2 FAN1 FAR1 FBXO28 FBXW7 FDFT1 FGF12 FGF13 FGF8 FGFR1 FKBP6 FLI1 FLII FLNA FOXA2 FOXE1 FOXG1 FOXH1 FOXP1 FRMD5 GABRA3 GABRD GALNT2 GAS1 GATAD2B GBA1 GDNF GGT1 GIGYF2 GJC2 GLI2 GLUD2 GNB2 GP1BB GRB10 GRIA1 GRIN1 GTF2I GTF2IRD1 GTF2IRD2 H1-4 H3-3A H3-3B H4C5 HESX1 HEXB HIRA HIVEP2 HMBS HNRNPH2 HNRNPK HPSE2 HS2ST1 HSPG2 HTRA2 IGBP1 IGHMBP2 IPO8 IQSEC2 IYD JMJD1C KCNAB2 KCNH1 KCNJ1 KCNJ18 KDM1A KIT KMT2A KMT2B KMT5B KRAS LAMA3 LAMB3 LAMC2 LBX1 LHX3 LHX4 LIMK1 LMNB1 LMNB2 LMX1B LRIG2 LRRK2 LUZP1 MADD MAGEL2 MALT1 MAPT MARS2 MBD5 MC2R MDH2 MECP2 MED12 MED12L MED13 MED25 MEFV MEN1 METTL27 MITF MLH1 MLH3 MLXIPL MLYCD MMP1 MMP23B MNX1 MOGS MRAP MRPS34 MSH2 MSH6 MSL3 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TE MT-TF MT-TH MT-TK MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TT MT-TW MYH11 MYO1H NAB2 NALCN NCF1 NFIX NGF NGLY1 NKX2-1 NKX2-5 NNT NODAL NR4A2 NRTN NRXN1 NSD1 NSD2 OCA2 OCRL ODC1 OPA1 OTUD6B OTX2 P4HTM PACS1 PAK2 PARK7 PAX8 PCCA PCCB PCGF2 PDGFRA PDPN PEX16 PHIP PHOX2B PIGS PIGV PIK3CA PINK1 PLA2G6 PLCH1 PMS1 PMS2 PODXL POGZ POLG POLG2 POLRMT POR POU1F1 POU4F1 PPM1D PPOX PPP1CB PPP1R21 PPP2R1A PRDM16 PRKCZ PRKG2 PRKN PRNP PROKR2 PROP1 PSMB8 PTCH1 RAI1 RERE RET RFC2 RFX7 RMRP RORA RPS20 RREB1 RRM2B SALL1 SATB1 SCN10A SCN11A SCN9A SCNN1A SCNN1B SCNN1G SDHA SDHB SDHC SEC24C SEMA3C SEMA3D SEMA4A SETD1A SETD2 SETD5 SH2B1 SHH SHQ1 SIK3 SIN3A SIX3 SKI SLC12A1 SLC12A2 SLC12A3 SLC1A3 SLC25A36 SLC25A4 SLC26A4 SLC38A3 SLC5A5 SLC6A3 SLC6A8 SMARCA2 SMC1A SMO SMPD1 SNCA SNCAIP SNRPN SOX10 SOX17 SOX2 SOX3 SPART SPATA5 SPEN SPOP SPTBN1 SRCAP SREBF1 STAG2 STAR STAT6 STIL STX1A STXBP1 SUPT16H SYNJ1 TAF1 TANC2 TAOK1 TBCD TBL1X TBL2 TBP TBX1 TCEAL1 TCF20 TCF4 TDGF1 TFE3 TG TGFBR2 TGIF1 TH THRA TLK2 TMCO1 TMEM270 TNFRSF1A TPO TRH TRIM8 TRIO TSHB TSHR TSPOAP1 TTR TWNK TXNRD2 TYMP UBE2A UBE3A UBE3B UBE4B UCHL1 UFC1 UFD1 UGP2 UNC80 UPF3B USP7 USP9X VANGL1 VPS11 VPS13C VPS35 VPS37D VPS51 WAC WASF1 WDR26 WFS1 YME1L1 ZEB2 ZIC2 ZMIZ1 ZNF292 ZSWIM6 HP_CONSTITUTIONAL_SYMPTOM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CONSTITUTIONAL_SYMPTOM AAGAB ABCA1 ABCA12 ABCB11 ABCB4 ABCC2 ABCC6 ABCC9 ABCD1 ABCG5 ABCG8 ABL1 ACAD9 ACADM ACADVL ACAT1 ACP5 ACSF3 ACTA1 ACTA2 ACTC1 ACTG2 ACTN4 ADA2 ADAMTS19 ADNP AGBL1 AGK AGXT AIP AKAP9 AKT1 ALAD ALAS2 ALB ALDH18A1 ALDH4A1 ALDOA ALDOB ALG10B ALG5 ALG9 ALMS1 ALOX12B ALOXE3 ALS2 AMPD1 AMPD3 AMT ANG ANK1 ANK2 ANKFY1 ANKH ANKRD55 ANLN ANO5 ANTXR2 ANXA11 AP1S3 AP2S1 AP5Z1 APC APOB APOL1 APRT ARHGAP24 ARHGDIA ARMC5 ARNT2 ARSA ARSB ARVCF ARX ASAH1 ASPN ASPRV1 ASXL1 ATL1 ATL3 ATM ATP13A2 ATP13A3 ATP2A1 ATP5F1A ATP5F1D ATP5F1E ATP5MK ATP7A ATP7B ATP8B1 ATPAF1 ATPAF2 ATRX ATXN10 ATXN2 ATXN3 ATXN8OS AUH B2M BAP1 BAZ1B BCL10 BCL11A BCL2 BCL6 BCL7B BCOR BCR BCS1L BICC1 BICD2 BIN1 BIRC3 BLNK BMP2 BMP6 BMPR1A BNC2 BRCA1 BRCA2 BSCL2 BTK BTNL2 BUD23 BVES C1QB C1QBP C1R C1S C4A CABP4 CACNA1C CACNA1G CACNA1H CACNA2D1 CALM1 CALM2 CALM3 CALR CAPN1 CAPN3 CARD8 CARMIL2 CARS2 CASK CASQ1 CASQ2 CASR CAT CAV1 CAV3 CAVIN1 CBL CCDC78 CCL2 CCN2 CCN6 CCND1 CCNF CCR1 CCR6 CD19 CD244 CD247 CD28 CD2AP CD46 CD55 CD79A CD79B CD81 CDC73 CDH2 CDH23 CDKN1A CDKN1B CDKN2A CDKN2B CDKN2C CEBPE CEL CFAP410 CFAP43 CFH CFI CFTR CHCHD10 CHEK2 CHMP2B CHRNA2 CHRNA4 CHRNB2 CHST11 CHST3 CHST6 CIITA CITED2 CLCF1 CLCN1 CLCN5 CLCN7 CLCNKB CLDN16 CLIP2 CLPB CNBP COA3 COG5 COL10A1 COL11A1 COL11A2 COL12A1 COL13A1 COL14A1 COL17A1 COL1A1 COL1A2 COL2A1 COL3A1 COL4A3 COL4A5 COL4A6 COL5A1 COL5A2 COL7A1 COL8A2 COL9A1 COL9A2 COL9A3 COMP COMT COPA COPB1 COQ2 COQ6 COQ7 COQ8A COQ8B CORIN COX6B1 CPA1 CPLX1 CPOX CPT1A CPT1C CPT2 CR2 CRB2 CRH CRKL CRLF1 CRPPA CSRP3 CTLA4 CTNNB1 CTNS CTRC CTSK CYP19A1 CYP27B1 CYP2R1 CYP4F22 CYP7B1 CYSLTR2 DAAM2 DACT1 DAO DAXX DBH DCC DCTN1 DDB2 DDHD2 DDIT3 DDRGK1 DEPDC5 DES DGAT1 DGUOK DIS3L2 DKK1 DLEC1 DLL3 DLST DMD DMGDH DMP1 DMPK DNA2 DNAJB11 DNAJB6 DNAJC19 DNAJC30 DNAJC6 DNAL4 DNASE1L3 DNM1L DNM2 DNMT1 DNMT3A DPH5 DPM3 DPP6 DPYSL5 DSC2 DSE DSG2 DSP DSTYK DTNA DYSF ECE1 EDN3 EDNRB EHHADH EIF2AK2 EIF2AK4 EIF4H ELANE ELF4 ELN EMD EMP2 ENG ENO3 ENPP1 EPAS1 EPB41 EPB42 EPCAM EPHA4 EPOR ERAP1 ERBB2 ERBB3 ERBB4 ERCC2 ERCC3 ERCC4 ERCC5 ERLIN1 ESR1 EWSR1 EXT1 EXT2 EYA4 F12 F5 F8 FA2H FAN1 FAR1 FARS2 FARSA FARSB FAS FBN1 FDX2 FERMT3 FGF13 FGF23 FGFR1 FGFR3 FH FHL1 FHOD3 FIG4 FIP1L1 FITM2 FKBP6 FKRP FKTN FLAD1 FLI1 FLNC FLT1 FLVCR1 FMO3 FMR1 FN1 FOXA2 FOXE1 FOXE3 FOXP1 FRMD5 FSHR FTL FUS FUZ G6PD GAA GABRA1 GABRB3 GABRG2 GALC GALNT2 GANAB GAPVD1 GATA2 GATA4 GATA5 GATA6 GATM GBA1 GBA2 GBE1 GCDH GCGR GCH1 GCK GDNF GFAP GFI1 GGT1 GHSR GIMAP5 GJA5 GJB2 GJB6 GJC2 GLA GLDC GLE1 GLI2 GLT8D1 GMPPB GNA11 GNA14 GNAI2 GNAQ GNAS GNB2 GNE GNPTG GOSR2 GP1BB GPC3 GPD1L GPR101 GPR35 GRHL2 GRM1 GTF2I GTF2IRD1 GTF2IRD2 GUCY2C GUF1 GYPC GYS1 H19 HABP2 HACD1 HACE1 HADHA HADHB HARS1 HAVCR2 HBA1 HBA2 HBB HBG1 HBG2 HCN4 HELLPAR HEPHL1 HESX1 HEXB HEY2 HFE HGD HINT1 HIRA HLA-B HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRB1 HMBS HMGCL HNF4A HNRNPA1 HNRNPA2B1 HOGA1 HPDL HPGD HPS1 HPSE2 HRAS HS3ST6 HS6ST2 HSPD1 HSPG2 HTRA1 HYAL1 ICOS IDH1 IDH2 IDUA IFNGR1 IFT140 IFT57 IGHG2 IGHM IGHMBP2 IGKC IGLL1 IKZF1 IL10 IL12A IL12A-AS1 IL12B IL12RB1 IL18BP IL1R1 IL1RN IL21 IL23R IL2RA IL2RB IL36RN IL6 IMPDH2 INF2 INSR IRAK1 IRF2BP2 IRF4 IRF5 ISCU ISL1 ITGA7 IVNS1ABP JAG1 JAK2 JMJD1C JRK JUP KBTBD13 KCNA5 KCNC3 KCND3 KCNE1 KCNE2 KCNH2 KCNJ2 KCNJ3 KCNJ5 KCNN4 KCNQ1 KCNT1 KIF11 KIF1B KIF23 KIF5A KIF7 KIT KL KLF1 KLHL24 KLHL41 KLRC4 KMT2B KPNA3 KRAS KRT14 KRT16 KRT17 KRT5 KRT6A KRT6B KY LACC1 LAMP2 LBR LDB3 LDHA LDLR LDLRAP1 LEMD2 LEMD3 LHX3 LHX4 LIG3 LIMK1 LIPN LMNA LMNB1 LMNB2 LMX1B LOX LPIN1 LPIN2 LPL LRIF1 LRIG2 LRP1 LRP5 LRP6 LRRC8A LZTR1 MAFB MAGI2 MALT1 MAN2B1 MAP3K20 MAPK1 MAPK8IP3 MAT1A MAT2A MATN3 MATR3 MAX MC2R MCM6 MDH2 MDM4 MED12 MEF2A MEFV MEN1 MESP2 MET METTL27 MFAP5 MFN2 MGME1 MIEF2 MIF MINPP1 MITF MLH1 MLH3 MLIP MLX MLXIPL MLYCD MMADHC MME MMEL1 MMP1 MMP13 MMP2 MMUT MNX1 MOCOS MORC2 MPL MRAP MRPS2 MS4A1 MSH2 MSH6 MSMO1 MST1 MSTO1 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TE MT-TF MT-TH MT-TK MT-TL1 MT-TN MT-TQ MT-TS1 MT-TS2 MT-TW MTHFD1 MTMR14 MTTP MVK MYBPC3 MYC MYD88 MYF6 MYH11 MYH3 MYH6 MYH7 MYL2 MYL3 MYL4 MYLK MYLK2 MYO1E MYO1H MYOT MYOZ2 MYPN NAB2 NABP1 NAGLU NAGS NAXE NCF1 NCF4 NDUFAF6 NDUFS4 NEB NEFH NEFL NEK1 NEXMIF NF1 NF2 NFKB1 NFKB2 NFKBIL1 NGF NGLY1 NIPA1 NIPAL4 NKX2-1 NKX2-5 NKX2-6 NKX3-2 NLRC4 NLRP12 NLRP3 NNT NOD2 NOP56 NOS1 NOS1AP NOTCH2 NOTCH2NLC NOTCH3 NPHS1 NPHS2 NPM1 NPPA NPRL2 NPRL3 NR1H4 NR3C1 NR4A2 NRTN NSDHL NTN1 NTRK1 NUMA1 NUP107 NUP133 NUP155 NUP160 NUP205 NUP37 NUP85 NUP93 OBSCN OPA1 OPA3 OPLAH OPTN ORAI1 OTC OTULIN OTX2 OVOL2 P4HA2 PALB2 PALLD PANK2 PAX2 PAX8 PCSK9 PDCD1 PDGFB PDGFRA PDGFRB PEX11B PFKM PFN1 PGAM2 PGK1 PGM1 PHEX PHIP PHKA1 PHKA2 PHKB PHKG2 PIEZO1 PIEZO2 PIGA PIGF PIGT PIGY PIK3CA PIK3CG PIK3R1 PITX2 PKD1 PKD2 PKDCC PKHD1 PKP2 PLCE1 PLCG2 PLEC PLEKHM1 PLN PLP1 PML PMP22 PMS1 PMS2 PNPLA2 PNPLA8 PNPT1 PODXL POLE POLG POLG2 POLR2A POLR3A POLR3B POLR3GL POMGNT1 POMP POMT1 PON1 PON2 PON3 PORCN POT1 POU1F1 POU2AF1 POU6F2 PPA2 PPARG PPARGC1A PPOX PPP2R5D PRDM5 PRDM8 PREPL PRKAG2 PRKAR1A PRKCD PRKCSH PRKG1 PRKRA PRNP PROC PROKR2 PROP1 PRORP PROS1 PRPH PRSS1 PRSS2 PRTN3 PSAP PSMB4 PSMB8 PSMB9 PSTPIP1 PTEN PTH1R PTPN11 PTPN2 PTPN22 PTPN3 PTPRO PUS1 PYGL PYGM RABL3 RACGAP1 RAD21 RAD51 RAPSN RARA RASA1 RB1 RBCK1 RBM20 REEP2 RELA REST RET RETREG1 RFC2 RHAG RIN2 RIPK1 RNASEH1 RNF168 RNF170 RNF6 RNU4ATAC RPS20 RREB1 RRM2B RSPH4A RSPH9 RSRC1 RTN2 RUNX1 RYR1 RYR2 SAA1 SACS SALL1 SAT1 SBF1 SCARB2 SCN10A SCN11A SCN1A SCN1B SCN2B SCN3B SCN4A SCN4B SCN5A SCN8A SCN9A SCNN1A SCNN1B SCNN1G SDHA SDHAF2 SDHB SDHC SDHD SDR9C7 SEC24C SEC63 SELENBP1 SELENON SEMA3C SEMA3D SEMA4A SEMA4D SEPTIN9 SERPINA6 SERPINF2 SERPING1 SF3B1 SFRP4 SGCD SH2B3 SH3TC2 SHQ1 SI SIGMAR1 SIN3A SLC11A1 SLC12A3 SLC18A2 SLC18A3 SLC1A4 SLC20A2 SLC22A12 SLC22A4 SLC25A11 SLC25A13 SLC25A26 SLC25A32 SLC25A4 SLC25A42 SLC26A1 SLC26A2 SLC26A4 SLC2A1 SLC2A10 SLC2A9 SLC34A1 SLC34A2 SLC34A3 SLC39A14 SLC39A7 SLC3A1 SLC40A1 SLC44A1 SLC4A1 SLC4A11 SLC4A3 SLC9A6 SLCO2A1 SMAD2 SMAD3 SMAD4 SMARCB1 SMARCE1 SMO SMPD1 SNTA1 SNX10 SOD1 SOST SOX10 SOX2 SOX3 SPAST SPG11 SPG7 SPI1 SPIB SPINK1 SPP1 SPTA1 SPTB SPTBN1 SPTLC1 SPTLC2 SQSTM1 SREBF1 SRP19 SRP54 SRSF2 STAR STAT1 STAT3 STAT4 STAT5B STAT6 STEAP3 STIM1 STING1 STK11 STOX1 STUB1 STX16 STX1A SUFU SULT2B1 SURF1 SVIL SYK SYNE1 SYNE2 SYNJ1 TAB2 TACSTD2 TAF15 TAFAZZIN TARDBP TBC1D24 TBC1D8B TBCD TBK1 TBL1XR1 TBL2 TBP TBX1 TBX18 TBX19 TBX20 TBX5 TBX6 TBXT TCF3 TCF4 TCIRG1 TECRL TEK TERT TET2 TFR2 TGFB1 TGFB2 TGFB3 TGFBI TGFBR1 TGFBR2 TGM1 TH THPO THRB THSD4 TICAM1 TIMM50 TK2 TLL1 TLR3 TLR4 TLR7 TMEM126B TMEM127 TMEM270 TMEM43 TNFRSF11A TNFRSF11B TNFRSF13B TNFRSF13C TNFRSF1A TNFRSF1B TNFSF11 TNFSF12 TNFSF15 TNNC1 TNNI3 TNNT2 TNPO3 TNXB TONSL TOP3A TP53 TP63 TPM1 TPM2 TPM3 TRAF3 TRAF7 TRANK1 TRAPPC11 TRAPPC2 TRDN TREH TREM2 TREX1 TRHR TRIM28 TRIM32 TRIO TRIP13 TRMT5 TRPA1 TRPC6 TRPM4 TRPS1 TRPV4 TSC1 TSC2 TSHB TSHR TSPOAP1 TSPYL1 TTN TTR TWNK TXNRD2 TYMP TYROBP UBA1 UBAC2 UBAP1 UBQLN2 UBR7 UFD1 UFSP2 UNC13A UNC45A UNC45B UNC93B1 UQCRH VANGL1 VANGL2 VAPB VCP VDR VHL VPS37D VSX1 VWA1 WAS WASHC5 WIPF1 WNT1 WNT3A WRN WT1 WWOX XPA XPC YARS2 YY1 ZBTB16 ZC4H2 ZEB1 ZEB2 ZFTA ZFYVE26 ZMPSTE24 ZMYM2 ZNF469 ZNF687 ZNRF3 HP_CONSTRICTION_OF_PERIPHERAL_VISUAL_FIELD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CONSTRICTION_OF_PERIPHERAL_VISUAL_FIELD ABCA4 AGBL5 AIPL1 AIRE ALMS1 AMACR ARL3 ARL6 ARSG BBS1 BBS2 CACNA2D4 CC2D2A CCDC28B CDHR1 CERKL CFAP418 CHM CLRN1 CNGA1 CNGB1 CRX CWC27 CYP1B1 CYP4V2 DHDDS DLAT DNM1L EFEMP1 ELOVL1 EYS FAM161A GNAT1 GUCY2D HGSNAT HK1 HKDC1 IDH3A IDH3B IDS IFT140 IFT172 IMPDH1 KIF3B KIZ LCA5 LRAT MERTK MT-ATP6 MYOC NR2E3 NRL OAT OFD1 OPA1 PDE6A PDE6G PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 POC1B POMGNT1 POU3F4 PROM1 PRPF31 PRPF4 PRPF6 PRPF8 PRPH2 RAX2 RBP3 RDH11 RDH5 REEP6 RGR RHO RLBP1 RNU4ATAC ROM1 RP1 RP2 RP9 RPE65 RPGR RRM2B SAG SDHA SEMA4A SH3BP2 SH3TC2 SLC6A6 SOST SPATA7 TIMM8A TMEM126A TULP1 YARS1 ZNF408 ZNF513 HP_CONTINUOUS_SPIKE_AND_WAVES_DURING_SLOW_SLEEP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CONTINUOUS_SPIKE_AND_WAVES_DURING_SLOW_SLEEP CACNA2D1 CNKSR2 FRRS1L GRIN2A KCNC2 KCNQ2 SCN2A SRPX2 TRIM8 TRPM3 HP_CONTRACTURE_OF_THE_DISTAL_INTERPHALANGEAL_JOINT_OF_THE_FINGERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CONTRACTURE_OF_THE_DISTAL_INTERPHALANGEAL_JOINT_OF_THE_FINGERS IDUA KMT2A LMX1B SIN3A SOX9 TOR1AIP1 HP_CONTRACTURE_OF_THE_PROXIMAL_INTERPHALANGEAL_JOINT_OF_THE_2ND_FINGER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CONTRACTURE_OF_THE_PROXIMAL_INTERPHALANGEAL_JOINT_OF_THE_2ND_FINGER COL1A1 LFNG NEDD4L PLOD3 RPL10 HP_CONTRACTURE_OF_THE_PROXIMAL_INTERPHALANGEAL_JOINT_OF_THE_5TH_FINGER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CONTRACTURE_OF_THE_PROXIMAL_INTERPHALANGEAL_JOINT_OF_THE_5TH_FINGER ARPC4 HOXD13 KDM5B LIFR PIGL HP_CONVEX_NASAL_RIDGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CONVEX_NASAL_RIDGE ADAR ALG9 APC ASH1L ASPH ATP7A ATR ATRIP BANF1 C12orf57 CCDC22 CENPE CENPJ CENPT CEP152 COG4 COL1A1 COL1A2 COL3A1 CPLX1 CREBBP CSGALNACT1 CTBP1 CTSK DNA2 DONSON DPF2 EFEMP2 ELN EP300 ERCC2 ERCC4 ERF FGFR2 FGFR3 FGFRL1 GRIP1 IFIH1 IL11RA ITCH LEMD2 LETM1 LIG4 LMNA LRP4 LSM11 LTBP1 MBTPS2 MEIS2 MGAT2 NBN NEK9 NHEJ1 NSD2 NUP188 NUP85 PCNT PDGFRB PEX1 PLK4 POLD1 POLR3A PPP2R3C PRPS1 PTF1A RBBP8 RLIM RMRP RNASEH2A RNASEH2B RNASEH2C RNU7-1 RUNX2 SAMHD1 SATB2 SCARF2 SLC25A24 SLC2A10 TBCE TRAIP TREX1 TRIP13 TWIST1 UBR1 VPS13B WRN XRCC4 ZEB2 ZMPSTE24 ZPR1 HP_CONVULSIVE_STATUS_EPILEPTICUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CONVULSIVE_STATUS_EPILEPTICUS CACNA1A MAST3 PCDH19 PEX5 SLC2A1 SYNJ1 VAMP2 HP_COOMBS_POSITIVE_HEMOLYTIC_ANEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_COOMBS_POSITIVE_HEMOLYTIC_ANEMIA CASP10 FAS FASLG FOXP3 HMOX1 LAT PRKCD RASGRP1 SOCS1 TNFRSF4 HP_CORNEAL_DYSTROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CORNEAL_DYSTROPHY AGBL1 AGK CHRDL1 CHST6 COL17A1 COL8A2 CRYAA CRYBA4 CRYBB1 CRYBB2 CRYGC CRYGD CYP4V2 DCN EXOSC2 GJA8 GLA GNAQ GSN KRT12 MAF MBTPS2 OPN1LW OPN1MW PIKFYVE PRDM5 SLC25A4 SLC4A11 TACSTD2 TGFBI TKFC TRIM37 UBIAD1 ZEB1 ZNF469 HP_CORNEAL_EROSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CORNEAL_EROSION ABCA12 ALDH3A2 ALOX12B ALOXE3 CERS3 CHST6 CLTCL1 COL17A1 COL4A3 COL4A4 COL4A5 COL7A1 CTNS DCN ELP1 EPCAM FERMT1 FGF10 FGFR2 FGFR3 FOXC2 GJB2 GJB6 HLA-B IKZF1 KIFBP KRT3 MBTPS2 MMP1 MPV17 NIPAL4 NTRK1 PAX6 PERCC1 PLCG2 PNPLA1 PRDM5 SDR9C7 SLC39A4 SPINT2 SULT2B1 TGFBI TGM1 TP63 TWIST2 WT1 ZNF469 HP_CORNEAL_GUTTATA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CORNEAL_GUTTATA AGBL1 COL8A2 KCNJ13 SLC4A11 TCF4 ZEB1 HP_CORNEAL_NEOVASCULARIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CORNEAL_NEOVASCULARIZATION ARVCF COL4A1 COMT CYP1B1 DDR2 ERCC2 FGF10 FGFR2 FGFR3 GJB2 GJB6 GP1BB HIRA JMJD1C MBTPS2 NGLY1 NLRP1 PAX6 RREB1 SEC24C SREBF1 TACSTD2 TBX1 UFD1 WT1 HP_CORNEAL_OPACITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CORNEAL_OPACITY ABCA1 ABCG8 AGBL1 AIRE ALDH18A1 ALDH3A2 ANKRD55 APOA1 APOA2 APOB APOE ARSB ASAH1 ATAD3A ATOH7 ATP7B B3GALNT2 B3GALT6 B3GLCT B4GAT1 B9D1 B9D2 BAZ1B BCL7B BMP4 BUB1 BUB1B BUB3 BUD23 CC2D2A CD247 CENPF CEP290 CEP57 CHRDL1 CHST6 CHUK CLIP2 COL11A1 COL17A1 COL18A1 COL4A1 COL7A1 COL8A2 COLEC10 COX7B CPAMD8 CPLX1 CREBBP CRPPA CRYAA CRYBA4 CRYBB1 CRYBB2 CRYGC CRYGD CSPP1 CTBP1 CTNS CTSA CYP1B1 CYP4V2 DAG1 DDB2 DHCR7 DNAJC30 DST DYM DYRK1A EIF4H ELN ELP1 EP300 EPHX2 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ESCO2 FBLN5 FERMT1 FGFR1 FIG4 FKBP6 FKRP FKTN FLG FLNB FOXC1 FOXE3 FRAS1 FUCA1 FZD4 GALNS GBA1 GHR GJA1 GJA8 GJB2 GJB3 GJB4 GLA GLB1 GNAS GNPTAB GNPTG GRHL2 GTF2I GTF2IRD1 GTF2IRD2 GUSB HCCS HMX1 HRAS IDS IDUA IKBKG IL2RA IL2RB JAG1 JAM2 KDSR KERA KIF11 KRAS KRT12 KRT14 KRT5 LARGE1 LCAT LDLR LETM1 LIFR LIMK1 LIPC LMNA LRP5 LTBP2 MAB21L2 MAF MAFB MAN2B1 MAPKAPK5 MBTPS2 MCOLN1 METTL27 MKS1 MLXIPL MMP1 MMP14 MMP2 MPV17 MT-CYB MYORG NAGA NCAPG2 NCF1 NDP NDUFB11 NELFA NEU1 NGLY1 NLRP3 NOD2 NRAS NSD2 NTRK1 OCLN OCRL OTUD5 OVOL2 PAX6 PCSK9 PCYT1A PDGFB PDGFRB PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PIGG PIGL PIGN PIK3R1 PITX2 PITX3 PLCB3 PLXND1 POLA1 POLR3A POMGNT1 POMGNT2 POMK POMT1 POMT2 PORCN PPP1R17 PRDM12 PRDM5 PSMB8 PTPN2 PTPN22 PXDN RAB23 RAX RBM8A REV3L RFC2 RIPK4 RPGRIP1 RPGRIP1L RXYLT1 SC5D SCARF2 SIX6 SLC20A2 SLC25A24 SLC29A3 SLC4A11 SLC4A4 SMARCAL1 SOX2 SREBF1 ST14 STAT4 STS STX1A SUMF1 TACSTD2 TAT TBCE TBCK TBL2 TBX1 TCF4 TCTN1 TCTN2 TCTN3 TENM3 TGFBI TMEM107 TMEM216 TMEM231 TMEM237 TMEM270 TMEM67 TRAPPC2 TRIP13 TRPV3 TRPV4 TWIST2 TXNDC15 UBIAD1 UROS VAC14 VPS37D VSX1 VSX2 WDR73 WT1 XPA XPC XPR1 YAP1 ZEB1 ZFHX2 ZMPSTE24 ZNF469 HP_CORNEAL_SCARRING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CORNEAL_SCARRING COL17A1 COL7A1 CREBBP DST EP300 ERCC4 GJB2 MMP1 MPV17 NCAPG2 NGLY1 NTRK1 OCRL POLA1 PRDM12 PRDM5 SIX6 TGFBI UROS ZFHX2 ZNF469 HP_CORNEAL_STROMAL_EDEMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CORNEAL_STROMAL_EDEMA COL8A2 GRHL2 OVOL2 PDGFRB SLC4A11 TCF4 TEK TGFBI VSX1 ZEB1 HP_CORNEAL_ULCERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CORNEAL_ULCERATION ELP1 ERCC6 ERCC8 FGF10 FGFR2 FGFR3 FOXC2 GATA1 GJB2 GSN KIFBP LMNA MPV17 MTTP NGLY1 NTRK1 PRDM12 RIPK4 TAT UROD UROS ZMPSTE24 HP_CORONAL_CLEFT_VERTEBRAE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CORONAL_CLEFT_VERTEBRAE ALDH1A2 ARSL CHST3 COL11A2 COL2A1 CSGALNACT1 FLNB GNPAT HSPA9 HSPG2 IARS2 LAMA5 LONP1 PEX7 SLC10A7 SLC26A2 TRIP11 TRPV4 HP_CORONAL_CRANIOSYNOSTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CORONAL_CRANIOSYNOSTOSIS ALX4 BPNT2 CCBE1 CEP120 CTSK EFNB1 ERF FGFR1 FGFR2 FGFR3 GTF2E2 H4C9 IL11RA MASP1 MSX2 P4HB PIGO POLA1 POR RAB23 RECQL4 RNU12 SCUBE3 SEC24D SLC25A24 SMO SPECC1L TCF12 TWIST1 ZEB2 ZIC1 HP_CORONARY_ARTERY_ANEURYSM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CORONARY_ARTERY_ANEURYSM ABCG5 ABCG8 APOB LDLR LDLRAP1 PCSK9 PRKG1 HP_CORONARY_ARTERY_ATHEROSCLEROSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CORONARY_ARTERY_ATHEROSCLEROSIS ABCA1 ABCC6 ABCG5 ABCG8 ACTA2 APOA1 APOA2 APOB APOE BRCC3 CELA2A CEP19 CYP27A1 CYP7A1 ELN EPHX2 ERCC6 ERCC8 ESR1 FBN1 FOXE3 GHR GPIHBP1 HEY2 LDLR LDLRAP1 LIPC LMNA LOX LRP6 MAT2A MEF2A MFAP5 MYH11 MYLK PCSK9 PNPLA2 PPARG PPP1R17 PRKG1 SERPIND1 SMAD2 SMAD3 SMAD4 SMPD1 TGFB2 TGFB3 TGFBR1 TGFBR2 THSD4 XYLT1 XYLT2 ZNF687 HP_CORONARY_ARTERY_STENOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CORONARY_ARTERY_STENOSIS ABCA1 DYRK1B ELN MLXIPL PNPLA2 YY1AP1 HP_CORPUS_CALLOSUM_ATROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CORPUS_CALLOSUM_ATROPHY AIMP1 ALDH18A1 ATP8A2 BCAP31 CACNA1E CLN5 CPSF3 CSF1R DNM1L EIF2B4 EMC1 FA2H FAR1 GBA2 GFM2 HSD17B4 IRF2BPL L2HGDH LMNB1 MAG MAN2B1 MDH2 NDUFA8 OPA1 PEX16 POLR3K SLITRK2 STUB1 TTC5 VPS41 HP_CORTICAL_CATARACT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CORTICAL_CATARACT BFSP1 COL18A1 CRYGS KIAA1549 MIP NF2 OCRL OPA3 PAK2 PANK4 ZNF408 HP_CORTICAL_DYSPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CORTICAL_DYSPLASIA ADGRG1 ADGRV1 AKT3 ARHGAP31 ASNS ASPM ATP6V0A1 B4GAT1 CNTNAP2 COL3A1 COL4A1 COPB2 CUL4B DDX3X DEPDC5 DLL1 DYNC1H1 FGFR1 FIG4 GABRD GABRG2 HCN1 HSD17B4 IFNG KIF2A KIF5C MTOR NEDD4L NPRL2 NPRL3 NUP133 PIK3CA POMT1 PTEN RTTN SCN1A SCN1B SCN2A SCN9A SCO2 SIN3A SIN3B SLC12A2 SLC35A2 SNAP29 STX1B TSC1 TSC2 TUBB TUBB2A TUBB2B TUBB3 VPS37A YY1 HP_CORTICAL_MYOCLONUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CORTICAL_MYOCLONUS CASR GNA11 PGM3 RAPGEF2 TNRC6A HP_CORTICAL_SCLEROSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CORTICAL_SCLEROSIS CLCN7 PLEKHM1 SLC4A2 SOST TCIRG1 HP_CORTICAL_THICKENING_OF_LONG_BONE_DIAPHYSES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CORTICAL_THICKENING_OF_LONG_BONE_DIAPHYSES COL1A1 FAM111A MAN2B1 TBCE TGFB1 HP_CORTICOSPINAL_TRACT_HYPOPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CORTICOSPINAL_TRACT_HYPOPLASIA DEAF1 FLII IQSEC2 L1CAM PDHB RAI1 HP_COR_PULMONALE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_COR_PULMONALE ACTA1 BTK CFTR FCGR2A FLNA HACD1 ITGA7 MAP3K20 MYL2 SELENON SREBF1 TGFB1 TPM2 TPM3 HP_COUGH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_COUGH ABCA3 ACAT1 AGR2 ARL2BP ATL1 ATL3 ATP11A BAP1 BCOR BLNK BMPR2 BTNL2 CCDC103 CCDC39 CCDC40 CCDC65 CCNO CD79A CD79B CFAP221 CFAP298 CFAP300 CFAP52 CFAP74 CFTR CLEC7A COL4A5 COL4A6 COPA CRLF1 CSF2RA CSF2RB CTLA4 CYBB DLEC1 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAL1 DNASE1L3 DPP9 DRC1 DSP EIF2AK4 EPOR FAM13A FARSA FARSB FIP1L1 FOCAD FOXJ1 GAS2L2 GAS8 GBA1 HLA-B HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRB1 HYDIN IGHM IGLL1 IKZF1 IL17F IL17RA IL17RC IL2RG IL6ST IRF2BP2 IRF4 LPIN2 LRRC56 LRRC8A MARS1 MCIDAS MPZ MT-CYB MUC5B NABP1 NEK10 NKX2-1 NME5 NME8 NOS1 NPM1 NUMA1 ODAD1 ODAD2 ODAD3 ODAD4 OFD1 P4HA2 PANK2 PARN PIK3R1 PML PMP22 POMT1 PRIM1 PRKAR1A PRTN3 PTPN22 RARA RELB RFC1 RNF6 RPGR RSPH1 RSPH3 RSPH4A RSPH9 RTEL1 SCNN1A SCNN1B SCNN1G SERPINA1 SFTPA1 SFTPA2 SFTPC SLC11A1 SLC34A2 SLC39A7 SLC41A1 SP110 SPAG1 SPEF2 SPI1 SPTLC1 SPTLC2 STAT1 STAT3 STAT5B STK36 STN1 TBL1XR1 TCF3 TERC TERT TFG TGFBR2 TRAF3IP2 TSC1 TSC2 TTC12 WWOX ZBTB16 ZMYND10 HP_COXA_VALGA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_COXA_VALGA ABCC9 ADAMTS2 ADAMTSL2 AFF3 ARCN1 ARID1B ATP7A ATRX B3GALT6 B4GALT7 BCR BGN CANT1 CBFB CCDC47 COG1 COG4 COG8 COL11A1 COL1A1 COL1A2 COL2A1 COL9A1 COL9A2 COL9A3 CRKL CSGALNACT1 DLK1 DVL1 DVL3 EED EIF2AK3 ENPP1 ERCC6 EXT1 EXT2 EXTL3 EZH2 FLNA FUCA1 FZD2 GALNS GJB2 GJB6 GLB1 GLI3 GNPTAB GTF2E2 HNRNPH1 HNRNPK HNRNPR HSPG2 IDUA IFIH1 INPP5K KCNJ8 KDELR2 LMNA LMX1B MAN2B1 MAPK1 MEG3 MGAT2 NFIX NGLY1 NRCAM ORC1 OTUD5 PDE4D POP1 RAB23 RBM8A RPS6KA3 RTL1 SHOX SIL1 SLC10A7 SLC12A2 SLC2A10 SLC35A2 SLC35B2 STXBP1 TGFB1 TGFB3 TRIP11 UBE3C UFC1 WNT5A XYLT1 ZMPSTE24 HP_COXA_VARA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_COXA_VARA ADAMTS2 ADAMTSL2 AIFM1 ATP6V0A2 ATP7A CANT1 CCN6 CFAP410 COL10A1 COL1A1 COL1A2 COL27A1 COL2A1 COL9A1 COL9A2 COL9A3 COMP CRTAP CSGALNACT1 DDRGK1 DMP1 DNAJC21 DVL1 DVL3 DYM ENPP1 EXT1 EXT2 FKBP10 FLNB FN1 FZD2 HSPG2 IHH KDELR2 MATN3 MEGF8 MMP13 NFIX NKX3-2 ORC6 PCNT PCYT1A PEX5 POP1 PRG4 RAD21 RMRP RNU4ATAC RPL13 RSPRY1 RUNX2 SBDS SERPINF1 SLC26A2 SLC2A10 SRP54 TBX4 TCIRG1 TONSL TRAPPC2 TRPV4 UFSP2 WNT5A XYLT1 HP_CRACKLES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CRACKLES ABCA3 AGR2 ATP11A CFTR CSF2RA CSF2RB DPP9 DSP FAM13A HLA-DRB1 MUC5B NKX2-1 PARN RTEL1 RYR1 SCNN1A SCNN1B SCNN1G SFTPA1 SFTPA2 SFTPC STN1 TERC TERT HP_CRANIAL_ASYMMETRY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CRANIAL_ASYMMETRY AKT3 CPLX1 CTBP1 FGFRL1 HRAS KRAS LETM1 MAF MTOR NRAS NSD2 PEX19 PIK3CA POLR3A PTCH1 RNF135 HP_CRANIAL_HYPEROSTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CRANIAL_HYPEROSTOSIS AKT1 ALMS1 AMER1 ANKH CA2 COL1A1 COX4I2 DDB2 ERCC2 ERCC3 ERCC4 ERCC5 FGFR1 FLNA GJA1 GNAS HNRNPA1 HNRNPA2B1 IDUA KRAS LRP4 LRP5 MAN2B1 NOTCH3 OSTM1 PIK3CA PRKAR1A PTDSS1 PTEN RPS6KA3 SLC29A3 SLC39A14 SMAD4 SOST SP7 TBXAS1 TCIRG1 THOC2 TNFRSF11A TNFRSF11B TNFSF11 VCP XPA XPC HP_CRANIAL_NERVE_COMPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CRANIAL_NERVE_COMPRESSION ATP1A2 ATRX BRAF CA2 CACNA1A CDH23 CDKN1A CDKN1B CDKN2B CDKN2C CLCN7 COL4A1 DKK1 DLST DNMT3A EPAS1 FH HNRNPA1 HNRNPA2B1 KIF1B LRP4 MAX MDH2 MEN1 MTRFR NF1 NFU1 NR3C1 PLEKHM1 PRRT2 RET SCN1A SDHA SDHAF2 SDHB SDHC SDHD SH3TC2 SLC25A11 SNX10 TCIRG1 TGFB1 TMEM127 TMEM53 TNFRSF11A TNFSF11 TP53 USP48 USP8 VCP VHL HP_CRANIOFACIAL_ASYMMETRY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CRANIOFACIAL_ASYMMETRY CPLX1 CTBP1 FGFRL1 LETM1 MAF NSD2 HP_CRANIOFACIAL_DISPROPORTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CRANIOFACIAL_DISPROPORTION CA2 FIG4 IGF2 KCNA1 LMNA ZMPSTE24 HP_CRANIOFACIAL_DYSOSTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CRANIOFACIAL_DYSOSTOSIS ALX4 EDNRA EFTUD2 FGFR2 IL11RA MSX2 POLR1C RPS26 SLC25A24 HP_CRANIOFACIAL_HYPEROSTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CRANIOFACIAL_HYPEROSTOSIS AKT1 AMER1 ANKH DDB2 ERCC2 ERCC3 ERCC4 ERCC5 FGFR1 FLNA GJA1 GNAS KRAS LRP4 LRP5 NOTCH3 PTDSS1 RPS6KA3 SLC29A3 SMAD4 SOST SP7 TBXAS1 TCIRG1 TNFRSF11A XPA XPC HP_CRANIOFACIAL_OSTEOSCLEROSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CRANIOFACIAL_OSTEOSCLEROSIS AMER1 ANKH AP1S2 CLCN7 CSF1R DVL1 FAM111A KL LRP5 PLEKHM1 SLC39A14 SOST TBCE TCIRG1 TGFB1 HP_CRANIOSYNOSTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CRANIOSYNOSTOSIS AARS1 AASS ADAMTS3 AHDC1 AKT1 ALPL ALX4 APC2 ARVCF ATP6V1B2 ATR ATRIP B3GALT6 B3GAT3 B3GLCT B4GALT7 BMP4 BPNT2 CARS1 CCBE1 CCNQ CDC45 CDC6 CDH11 CDKN1C CDT1 CENPE CENPJ CEP120 CEP152 CEP57 CHD5 CHST14 CHST3 CLCN7 COLEC10 COLEC11 COMT CTCF CTSK CWC27 CYP26B1 DMP1 DNA2 DNMT3A DONSON DPF2 DPH1 DPH2 DSE EFNB1 ENPP1 ERCC2 ERCC3 ERF ESCO2 EXOC8 EXTL3 FAT4 FBN1 FGFR1 FGFR2 FGFR3 FLNA FLNB GLI3 GLIS3 GMNN GNPTAB GP1BB GPC6 GTF2E2 GTF2H5 H4C9 HIRA HNRNPK HUWE1 IFT122 IFT140 IFT43 IFT52 IL11RA IL6ST IPO8 IRX5 JMJD1C KANSL1 KAT6A KPTN KRAS KRT14 KRT5 LIG4 LRP5 LTBP1 MAF MAN2B1 MAP3K7 MASP1 MED12 MEGF8 MID1 MPLKIP MSX2 MYH3 NFIA NFIX NSD1 NSUN2 NUP85 ORC1 ORC4 ORC6 OTUD5 P4HB PCNT PHEX PIGO PIGT PLK4 POLA1 POR PPP1CB PPP3CA PRIM1 PSAT1 PTEN RAB23 RAC3 RBBP8 RECQL4 RNF113A RNU12 RREB1 RSPRY1 RTTN SCARF2 SCUBE3 SEC24C SEC24D SETD1A SETD2 SH2B1 SKI SLC12A6 SLC25A24 SLC2A10 SLC35A2 SLC39A8 SMAD3 SMAD6 SMO SNX10 SON SPECC1L STAT3 TANC2 TARS1 TBC1D24 TBX1 TCF12 TCIRG1 TGFBR1 TGFBR2 TLK2 TMCO1 TNFSF11 TRAIP TWIST1 UFD1 WDR19 WDR35 YY1 ZEB2 ZIC1 ZNF699 HP_CROHN_S_DISEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CROHN_S_DISEASE BACH2 CARD10 CTLA4 CYBC1 FNIP1 GUCY2C IL10RA IL21 IL6 INAVA MEFV NOD2 PI4KA PSTPIP1 SYK HP_CROSSED_FUSED_RENAL_ECTOPIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CROSSED_FUSED_RENAL_ECTOPIA APC CCNQ CDC42BPB CTU2 DACT1 DDX59 EBP KDM6A KMT2D LRP4 SALL4 WT1 HP_CRUMPLED_EAR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CRUMPLED_EAR FBN1 FBN2 LONP1 MESD TWIST1 HP_CRUMPLED_LONG_BONES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CRUMPLED_LONG_BONES COL1A1 COL1A2 CRTAP LRP5 P4HB SEC24D HP_CRYPTOPHTHALMOS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CRYPTOPHTHALMOS FRAS1 FREM1 FREM2 GRIP1 MAB21L2 TWIST2 HP_CRYPTORCHIDISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CRYPTORCHIDISM AARS1 ABCD4 ABL1 ACTA2 ACTB ACTG2 ADARB1 ADAT3 ADNP AEBP1 AFF4 AKR1C2 AKR1C4 ALDH18A1 ALDH1A2 ALG12 ALG8 ALKBH8 ALX4 AMH AMHR2 ANAPC1 ANK1 ANKLE2 ANKRD11 ANOS1 AP1S2 APC2 AR ARCN1 ARID1A ARID1B ARID2 ARL6 ARNT2 ARVCF ARX ASH1L ASXL3 ATAD3A ATN1 ATP6V0A2 ATP6V1A ATP6V1E1 ATR ATRX AUTS2 AXL B3GALNT2 B3GLCT B4GALT7 B4GAT1 B9D1 B9D2 BAZ1B BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCL7B BCOR BDNF BICRA BIN1 BLM BMP4 BRAF BRCA1 BRCA2 BRD4 BRF1 BRIP1 BRWD3 BUB1B BUD23 C2CD3 CAMK2A CAMSAP1 CARS1 CASZ1 CBL CC2D2A CCBE1 CCDC141 CCDC174 CCDC22 CCDC32 CD96 CDC42 CDC42BPB CDC45 CDC6 CDCA7 CDH11 CDH2 CDK8 CDKN1C CDON CDT1 CEP120 CEP152 CEP19 CEP290 CFAP418 CHD4 CHD7 CHRM3 CHRNG CHST14 CILK1 CITED2 CKAP2L CLCN3 CLCN4 CLIP2 CLP1 COG1 COG5 COL3A1 COL4A1 COLEC10 COLEC11 COMT CPE CPLANE1 CPLX1 CREBBP CRPPA CSPP1 CTBP1 CTCF CUL4B CWC27 CYB5A CYP11A1 CYP17A1 CYP19A1 DACT1 DAG1 DAZ1 DAZ2 DAZ3 DAZ4 DCC DDB2 DDX3X DDX3Y DDX59 DDX6 DGCR2 DGCR6 DGCR8 DHCR7 DHDDS DHODH DHX37 DIS3L2 DKC1 DLK1 DLL3 DLX4 DMRT3 DNAJC19 DNAJC21 DNAJC30 DNM2 DNMT3A DOK7 DPAGT1 DPF2 DPP9 DPYSL5 DSE DTYMK DUSP6 DVL1 DVL3 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYRK1A EBF3 EBP EED EFNB1 EHMT1 EIF2S3 EIF4H EIF5A ELN EMG1 EP300 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ESCO2 ESS2 EVC EVC2 EXT2 EZH2 FAM149B1 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FARS2 FAT4 FBLN1 FBN1 FBXW7 FDFT1 FEZF1 FGD1 FGF10 FGF17 FGF8 FGFR1 FGFR2 FGFR3 FGFRL1 FIG4 FKBP6 FKRP FKTN FLG FLI1 FLNA FLNB FLRT3 FLT4 FMR1 FRAS1 FREM2 FTO FUZ FXR1 FZD2 G6PC3 GABRD GALT GATA1 GATA4 GATA5 GATA6 GDF1 GFM2 GJA5 GK GLE1 GLI1 GLI2 GLI3 GMNN GMPPB GNB2 GNRH1 GNRHR GP1BB GPC3 GPC4 GPC6 GPR161 GRB10 GRIA2 GRIA3 GRIN2B GRIP1 GSC GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 H1-4 H19 H4C9 HBA1 HBA2 HDAC4 HDAC8 HERC2 HES7 HESX1 HIBCH HIRA HMGA2 HNF1B HNRNPH1 HNRNPK HNRNPR HOXD13 HPSE2 HRAS HS2ST1 HS6ST1 HSD17B3 HSD3B2 HSPG2 HUWE1 HYLS1 HYMAI IER3IP1 IFT172 IFT27 IFT74 IFT80 IGBP1 IGF2 IL17RD INPPL1 INSL3 IRF6 IRX5 JAG1 JAM3 JMJD1C KANSL1 KAT5 KAT6A KAT6B KCNAB2 KCNQ1 KCNQ1OT1 KDM1A KDM3B KDM5B KDM5C KDM6A KDM6B KDR KIAA0753 KIF21A KIF7 KISS1 KISS1R KLHL15 KMT2A KMT2D KMT2E KMT5B KRAS LARGE1 LAS1L LETM1 LFNG LHX1 LHX4 LIG4 LIMK1 LMBR1 LMNB2 LMOD1 LMX1B LONP1 LRIG2 LSS LUZP1 LZTFL1 LZTR1 MAD2L2 MADD MAF MAGEL2 MAMLD1 MAP2K1 MAP2K2 MAP3K1 MAP3K7 MAPK1 MAPRE2 MASP1 MBD5 MBTPS2 MC2R MCM5 MCTP2 MECP2 MED11 MED12 MED13L MEG3 MEGF8 MESP2 METTL27 MID1 MINPP1 MKKS MKRN3 MKS1 MLXIPL MMP23B MPLKIP MRAP MRAS MRPS28 MTM1 MTMR14 MTOR MUSK MYF6 MYH11 MYH3 MYL11 MYLK MYMK MYOD1 MYRF NAA10 NAF1 NALCN NCF1 NDN NDNF NDP NDUFB7 NEDD4L NELFA NF1 NFIB NFIX NHLH2 NIPBL NKAP NKX2-5 NKX2-6 NNT NONO NOTCH2 NOTCH3 NPAP1 NPHP1 NR0B1 NR5A1 NRAS NSD1 NSD2 NSMF NSUN2 NUP88 NXN OCA2 OCRL ODC1 OFD1 OGT OPHN1 ORC1 ORC4 ORC6 OTUD5 OTUD6B OTX2 PACS1 PACS2 PAICS PALB2 PAX2 PAX6 PAX7 PBX1 PDE4D PDE6D PDPN PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PHACTR1 PHF6 PHF8 PHGDH PHIP PIEZO2 PIGG PIGN PIGS PIK3C2A PLAG1 PLAGL1 PLVAP PNPLA6 POLA1 POLD1 POLE POLR1B POLR1C POLR1D POLR3A POLR3K POMGNT1 POMGNT2 POMK POMT1 POMT2 POR PORCN POU3F3 PPFIBP1 PPP1CB PPP1R12A PPP1R15B PRDM13 PRDM16 PRIM1 PRKACA PRKACB PRKAR1A PRKCZ PRMT7 PROK2 PROKR2 PRPS1 PSMC1 PSMD12 PTCH1 PTCH2 PTDSS1 PTPN11 PTPRF PWAR1 PWRN1 PYCR1 RAB18 RAB23 RAB3GAP1 RAB3GAP2 RAC1 RAC3 RAD21 RAD51 RAD51C RAF1 RAPSN RARB RASA2 RBM10 RBMY1A1 RECQL4 RERE RFC2 RFWD3 RIN2 RIPK4 RIPPLY2 RIT1 RLIM RNF113A RNF135 RNU4ATAC ROBO1 ROR2 RORA RPGRIP1 RPGRIP1L RPL10 RRAS RRAS2 RREB1 RSPO2 RTL1 RTTN RXYLT1 RYR1 SALL1 SAMD9 SATB2 SCAPER SCLT1 SCYL2 SDCCAG8 SEC23A SEC24C SEMA3A SEMA3E SETBP1 SETD2 SETD5 SGPL1 SHOC2 SIAH1 SIM1 SIN3A SIX6 SKI SLC16A2 SLC18A3 SLC19A2 SLC25A24 SLC26A2 SLC35D1 SLX4 SMAD4 SMARCA2 SMARCA4 SMARCAL1 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMCHD1 SMOC1 SMS SNORD115-1 SNORD116-1 SNRPN SOS1 SOS2 SOX10 SOX11 SOX2 SOX3 SOX4 SOX9 SPECC1L SPEN SPRED2 SPRY4 SRA1 SRCAP SRD5A2 SRY STAC3 STAG1 STAR STRA6 STS STT3A STT3B STX1A STXBP1 SUFU SUZ12 SYNE1 TAC3 TACR3 TAF6 TARS1 TASP1 TBC1D20 TBCE TBCK TBL1XR1 TBL2 TBX1 TBX22 TBX3 TCF12 TCF4 TCOF1 TCTN1 TCTN2 TCTN3 TDRD9 TFAP2A TGDS THOC2 TIAM1 TINF2 TMEM107 TMEM216 TMEM231 TMEM237 TMEM270 TMEM67 TMEM70 TMEM94 TNRC6B TOE1 TOGARAM1 TOPORS TP63 TPM2 TRIM32 TRIP4 TRPM3 TRRAP TSPY1 TSPYL1 TSR2 TTC5 TTC8 TUBA1A TUBB TWIST1 TWIST2 TXNDC15 TXNRD2 UBA1 UBE2A UBE2T UBE4B UBR1 UBR7 UFD1 UQCC2 USP7 USP9Y VAC14 VAMP7 VANGL1 VPS13B VPS35L VPS37D VPS50 WDPCP WDR11 WDR35 WDR37 WDR62 WNT3 WNT5A WNT7A WNT7B WT1 WWOX XPA XPC XRCC2 XRCC4 XYLT2 YY1 ZBTB20 ZEB2 ZFPM2 ZMIZ1 ZMYM2 ZNF699 ZSWIM6 HP_CRYPTOZOOSPERMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CRYPTOZOOSPERMIA CATIP MEIOB NR5A1 SYCP2 TDRD9 TEX15 HP_CSF_LYMPHOCYTIC_PLEIOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CSF_LYMPHOCYTIC_PLEIOCYTOSIS ADAR ATP1A2 CACNA1A IFIH1 IRF3 LSM11 PRRT2 RNASEH2A RNASEH2B RNASEH2C RNU7-1 SAMHD1 SCN1A TBK1 TICAM1 TLR3 TRAF3 TREX1 UNC93B1 HP_CSF_PLEOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CSF_PLEOCYTOSIS ADAR ATP1A2 CACNA1A IFIH1 IRF3 LSM11 NOTCH2NLC PRF1 PRRT2 RNASEH2A RNASEH2B RNASEH2C RNU7-1 SAMHD1 SCN1A SLC13A3 STX11 STXBP2 TBK1 TICAM1 TLR3 TRAF3 TREX1 UNC13D UNC93B1 HP_CUBITUS_VALGUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CUBITUS_VALGUS ASPH BCOR BPTF BRAF CBL CHST3 CLCF1 CUL4B DYNC2LI1 EVC EVC2 FGF9 GJA1 GLI1 HEATR3 IL6ST KDM5C KRAS LARS2 LMBRD2 LMX1B LZTR1 MAP2K1 MAP2K2 MAPK1 NF1 NOG NUP107 PEX1 PEX2 PEX5 POP1 POR PRKACA PRKACB PRMT7 PSMD12 PTH1R PTPN11 RAF1 RSPRY1 SFRP4 SHOC2 SHOX SIL1 SOS1 SPRED2 SRY TUBB3 VPS13B WDR11 WNT4 HP_CUPPED_EAR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CUPPED_EAR ADNP AFF4 ASXL2 BCL11A BCOR BRWD3 CHD4 CHD5 CHD7 CSNK2A1 CTCF DACT1 DDX11 DHCR24 DHODH DNAJC21 ECE1 EDNRA EIF5A EYA1 FBXW11 FGF10 FGFR2 FGFR3 FIG4 FOXL2 FRAS1 GNAI3 HUWE1 IGBP1 IPO8 KCTD1 KDM6A MBD5 MED12 ODC1 PAX1 PGAP2 PGAP3 PIEZO1 PIGL PIGN PIGO PIGV PIGW PIGY PLXNA1 POU3F3 PQBP1 PRR12 QRICH1 RIPK4 SCNM1 SIN3A SIX1 SMS SPTBN1 SUPT16H TBX2 TCF4 TWIST1 WLS ZEB2 ZNF292 ZNF462 HP_CUPPED_RIBS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CUPPED_RIBS ADA AIFM1 B3GALT6 BGN CFAP410 COL10A1 COL11A1 COL11A2 COL2A1 DDR2 DLK1 DNAJC21 EFL1 GPX4 IHH INPPL1 MATN3 MEG3 MMP13 PCYT1A RTL1 SBDS SLC35D1 SRP54 TRPV4 UBA1 HP_CURLY_EYELASHES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CURLY_EYELASHES ABCC9 BRD4 DVL1 DVL3 FZD2 HDAC8 KCNJ8 NIPBL RAD21 SMARCA2 SMC1A SMC3 ST14 STAG2 WNT5A HP_CURLY_HAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CURLY_HAIR AFF4 BRAF CCDC47 CDK13 CERT1 DPYSL5 EFNB1 GAN GJA1 GNB2 H4C5 HNRNPH2 HRAS JUP KRAS KRT25 LZTR1 MAP2K1 MAP2K2 MTOR NRAS PPP1CB RAF1 RIPK4 RIT1 SHOC2 SKIC3 SON SOS1 SOS2 SPRED2 ST14 TCHH TMEM147 USP9X HP_CURVILINEAR_INTRACELLULAR_ACCUMULATION_OF_AUTOFLUORESCENT_LIPOPIGMENT_STORAGE_MATERIAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CURVILINEAR_INTRACELLULAR_ACCUMULATION_OF_AUTOFLUORESCENT_LIPOPIGMENT_STORAGE_MATERIAL CLN3 CLN5 CLN6 CLN8 DNAJC5 NDRG1 TPP1 HP_CUTANEOUS_ABSCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CUTANEOUS_ABSCESS BTK CARMIL2 CTSC CYBC1 ELANE ELF4 G6PC3 GJB2 GJB6 IKBKB IKZF3 IL10RA IL10RB IL17RA IL6R IL6ST LCP2 MNX1 MPEG1 OTULIN PGM3 PSEN1 PSENEN RIPK1 STAT3 TGFB1 UBE2A ZNF341 HP_CUTANEOUS_AMYLOIDOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CUTANEOUS_AMYLOIDOSIS B2M IL31RA NLRP1 POLA1 RET HP_CUTANEOUS_ANERGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CUTANEOUS_ANERGY CIITA EPG5 JAK3 RFX5 RFXANK RFXAP HP_CUTANEOUS_CYST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CUTANEOUS_CYST ALX3 ANTXR1 APC CDH1 CEP57 CTNND1 IFNG KRT16 KRT17 KRT5 KRT6A KRT6B MSX2 POFUT1 POGLUT1 PSENEN SYT1 TFAP2A TSC1 TSC2 VANGL1 ZSWIM6 HP_CUTANEOUS_FINGER_SYNDACTYLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CUTANEOUS_FINGER_SYNDACTYLY CACNA1C CCBE1 CDH11 CHSY1 CHUK DCHS1 FAT4 FGFR2 FRAS1 GJA1 GLI3 H4C9 HOXD13 IRF6 KAT6A KCTD1 LMBR1 LRP4 MEGF8 MYH3 NECTIN1 NECTIN4 NOG ORC1 PAX3 PIEZO2 PPP2R3C PTDSS1 ROR2 SETBP1 TP63 TWIST1 TWIST2 WDR19 HP_CUTANEOUS_MELANOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CUTANEOUS_MELANOMA BAP1 BRAF CDK4 CDKN2A COL17A1 COL7A1 CXCR4 ERCC3 HRAS MC1R MITF MMP1 NRAS OCA2 POLH STK11 WRN XPC HP_CUTANEOUS_PHOTOSENSITIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CUTANEOUS_PHOTOSENSITIVITY AARS1 ABCB6 ALAS2 BANK1 BLK BLM C4A C4B CARMIL2 CARS1 CLPX CLTRN COL7A1 CPOX CR2 CSTB CTLA4 CYBA CYBB CYBC1 DDB2 DDX6 DHCR7 DNASE1 EPM2A ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC6L2 ERCC8 ETS1 FCGR2A FCGR2B FCGR3B FDFT1 FDPS FECH FERMT1 GATA1 GJA1 GJB3 GJB4 GPNMB GTF2E2 GTF2H5 HERC2 HLA-DRB1 IFIH1 IGHG1 IL10 IRAK1 IRF5 ITGAM JAZF1 KCTD1 KDSR KIAA0319L KRT1 KRT10 KRT14 KRT5 LIG4 LYST MAGEL2 MECP2 MKRN3 MPLKIP MVD MVK NBN NCF1 NCF2 NCF4 NHLRC1 NPAP1 NSUN2 PCNA PDCD1 PEPD PMVK POLH PPOX PRICKLE1 PTPN22 PWAR1 PWRN1 PXK RECQL RECQL4 RNF113A RORB SAMHD1 SCARB2 SLC17A9 SLC6A19 SNORD115-1 SNORD116-1 SPP1 STAT4 SYNGAP1 TARS1 TLR7 TNFAIP3 TNFSF4 TNIP1 TP63 TREX1 UBE2L3 UROD UROS UVSSA XPA XPC XRCC4 HP_CUTANEOUS_SYNDACTYLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CUTANEOUS_SYNDACTYLY ANKRD11 ATP6V1B2 ATP9A BCOR BHLHA9 BICRA BLTP1 CACNA1C CAMTA1 CCBE1 CDH1 CDH11 CEP55 CHSY1 CHUK CKAP2L CREBBP CTNND1 DCHS1 DEAF1 DHCR7 DYRK1A EP300 FAT4 FGF16 FGF9 FGFR2 FIG4 FRAS1 FREM2 GABRA3 GJA1 GLI3 GRIP1 H4C9 HOXD13 IQCE IRF6 KAT6A KCTD1 KIF7 LMBR1 LRP4 MAP3K20 MCTP2 MECP2 MEGF8 MEIS2 MYH3 MYH8 NECTIN1 NECTIN4 NOG ORC1 PAX3 PIEZO2 PPP2R3C PRKD1 PTDSS1 RBM10 RFX7 ROR2 RPL10 SCARF2 SETBP1 SLC39A8 SMARCAD1 SMOC1 SVBP TBC1D24 TMEM94 TP63 TRRAP TWIST1 TWIST2 WDR19 XYLT1 HP_CUTANEOUS_SYNDACTYLY_OF_TOES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CUTANEOUS_SYNDACTYLY_OF_TOES ATP9A BCOR CACNA1C CAMTA1 CREBBP DEAF1 DHCR7 DYRK1A EP300 FAT4 FGF16 FGF9 GABRA3 GJA1 IQCE MAP3K20 MCTP2 MECP2 MYH8 NECTIN1 NECTIN4 NOG PRKD1 RPL10 SCARF2 SLC39A8 SMARCAD1 SMOC1 SVBP TP63 TRRAP HP_CUTIS_LAXA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CUTIS_LAXA AARS1 ABCC6 ADAMTS2 AEBP1 ALDH18A1 ALG12 ALG8 ANTXR1 ASXL1 ATP6AP1 ATP6AP2 ATP6V0A2 ATP6V1A ATP6V1E1 ATP7A B3GALT6 B3GAT3 B4GALT1 B4GALT7 BAZ1B BCL11B BCL7B BRAF BUD23 C1R CD96 CDK13 CEP55 CHST14 CHST3 CLIP2 COL3A1 CSPP1 DLK1 DNAJC30 DSE EBP EED EFEMP2 EIF4H ELN EXT1 EZH2 FBLN5 FBN1 FGF20 FGFR2 FGFR3 FIG4 FKBP14 FKBP6 FLNA FOXC1 GATA1 GGCX GNB2 GORAB GPX4 GSN GTF2I GTF2IRD1 GTF2IRD2 H1-4 HPGD HRAS IFT140 IFT43 IPO8 KIAA0586 KRAS LIMK1 LTBP1 LTBP4 LZTR1 MAN1B1 MAP2K1 MAP2K2 MEG3 MEGF8 METTL27 MLXIPL MRAS MRPS16 MRPS22 NAA10 NBAS NCF1 NDUFB10 NDUFB11 NEPRO NPR2 NSD1 OTUD5 PEX1 PITX2 PLOD1 PRMT7 PTDSS1 PTEN PYCR1 RAD21 RFC2 RIN2 RIT1 RPS6KA3 RTL1 SH3PXD2B SLC25A24 SLC2A10 SLC6A8 SLC7A7 SPINT2 SRD5A3 STX1A SUZ12 TBL2 TBX15 TGFB2 TMEM270 TRAF7 TRPS1 TWIST2 VAC14 VPS37D WDR19 WDR35 WDR37 WDR81 XYLT1 XYLT2 ZNF469 HP_CUTIS_MARMORATA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CUTIS_MARMORATA ABCC9 ABL1 ACTA2 ADA2 ADAR AGXT AKT3 ARHGAP31 ARID1B ARL6IP6 BRD4 CAV1 CBS DDX11 DHCR7 DLL4 DOCK6 ELN EOGT FBN1 FOXE3 FTO GNA11 GUCY1A1 H4C3 HDAC8 HEATR3 HEY2 IFIH1 LARP7 LIG4 LOX LSM11 MAT2A MFAP5 MYD88 MYH11 MYLK NFIA NFIX NIPBL NOTCH1 NSUN2 PIK3CA POLA1 PRKG1 PTDSS1 PTEN RAD21 RBPJ RNASEH2A RNASEH2B RNASEH2C RNF113A RNU7-1 RPS6KA3 SAMHD1 SMAD2 SMAD3 SMAD4 SMC1A SMC3 SOX18 STAG1 STING1 TGFB2 TGFB3 TGFBR1 TGFBR2 THSD4 TREX1 HP_CYANOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CYANOSIS ABCA3 ABCC6 ACTC1 ACVRL1 ADAMTS19 ADAR AGRN AGXT AK9 CHAT CHRNA1 CHRNB1 CHRND CHRNE CITED2 COL13A1 COL1A1 COL5A1 COL5A2 CYB5A CYB5R3 DOK7 EIF2AK4 ELP1 ENG ENPP1 ETHE1 FUCA1 GABRA1 GABRG2 GATA4 GATA6 GRIK2 GTPBP3 HBA1 HBB HBG2 HLA-DRB1 HSD17B10 IFIH1 KCNQ2 KCNQ3 KLHL7 LMNA LRP4 LSM11 MMP21 MT-CYB MUSK MVK MYH6 MYO9A NDUFS4 NKX2-5 NKX2-6 NUP214 PAX3 PCDH19 PCK1 PLD1 PLXND1 PRKAG2 PRRT2 PSAT1 PUS3 RAPSN RBM10 RNASEH2A RNASEH2B RNASEH2C RNU7-1 RPS6KA3 SAMHD1 SCN1A SCN1B SCN2A SCN4A SCN8A SCN9A SEPTIN9 SFTPB SFTPC SLC18A3 SLC25A1 SLC25A20 SLC25A3 SLC2A1 SLC34A2 SLC5A7 SNAP25 SYT2 TBX20 TCF4 TLL1 TMEM260 TREX1 TXNDC15 VAMP1 ZIC3 ZMPSTE24 HP_CYANOTIC_EPISODE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CYANOTIC_EPISODE GABRA1 GABRG2 PCDH19 PSAT1 SCN1A SCN1B SCN2A SCN9A HP_CYCLOPIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CYCLOPIA CDON DISP1 DLL1 FGF8 FGFR1 FOXH1 GAS1 GLI2 NODAL OTX2 PLCH1 PRRX1 PTCH1 SHH SIX3 SMC1A STAG2 STIL SUFU TDGF1 TGIF1 ZIC2 HP_CYSTATHIONINEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CYSTATHIONINEMIA CTH LMBRD1 MMACHC MTHFR PRDX1 HP_CYSTIC_HYGROMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CYSTIC_HYGROMA BLTP1 BRAF CBL CDC42BPB CEP55 CHRNA1 CHRND CHRNG COL2A1 DLL3 DOK7 DONSON ESCO2 FLVCR2 FOXC2 FOXF1 HNRNPK IFT43 KIF21A KRAS LAMA5 LBR LZTR1 MAP2K1 MCTP2 MESP2 MRAS MUSK MYOD1 NRAS NUP88 PIGS PLXND1 PTPN11 RAF1 RAPSN RASA2 RIT1 RRAS RRAS2 SLC18A3 SLC26A2 SOS1 SOS2 SPRED2 TGDS TMEM216 TRAF7 TRIP11 TUBA1A WDR35 HP_CYSTIC_LIVER_DISEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CYSTIC_LIVER_DISEASE ALG5 ALG8 ALG9 B9D1 B9D2 BICC1 CC2D2A CEP290 CSPP1 DNAJB11 EXTL3 GANAB IFNG IFT122 IFT140 JAK1 LRP5 MKS1 NEK8 NPHP3 OFD1 PKD1 PKD2 PKHD1 PRKCSH RPGRIP1 RPGRIP1L SEC63 TCTN1 TCTN2 TCTN3 TMEM107 TMEM216 TMEM231 TMEM237 TMEM67 TSC1 TSC2 TTC21B TXNDC15 WDR19 HP_CYSTIC_RENAL_DYSPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CYSTIC_RENAL_DYSPLASIA BBS12 BICC1 BMPER CPT2 JAM3 MKS1 NEK8 TBC1D24 HP_CYSTINURIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CYSTINURIA AASS CAMKMT PPM1B PREPL SLC3A1 SLC7A9 HP_CYSTOID_MACULAR_EDEMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CYSTOID_MACULAR_EDEMA ARHGEF18 ARL3 CYP4V2 DHDDS HLA-A IDH3A KIAA1549 KLHL7 MFRP NOD2 PDE6G POMGNT1 PRPF8 PRPH2 RDH5 REEP6 RHO RLBP1 RP1L1 HP_CYTOCHROME_C_OXIDASE_NEGATIVE_MUSCLE_FIBERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_CYTOCHROME_C_OXIDASE_NEGATIVE_MUSCLE_FIBERS AARS2 BRAT1 COA3 COA8 COX10 COX6A2 COX6B1 DGUOK ETHE1 GTPBP3 LRPPRC MIEF2 MRPL44 MT-TE MT-TN MT-TS1 NDUFA4 POLG POLG2 PUS1 RNASEH1 RRM2B SLC25A4 SLC25A42 SURF1 TACO1 TK2 TRMT5 TRMU TWNK TYMP YARS2 HP_DACRYOCYSTITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DACRYOCYSTITIS BTNL2 FGFR2 HLA-DRB1 IGSF3 LEMD3 PRMT7 SATB2 TP63 HP_DARK_URINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DARK_URINE AKR1D1 ATP11C CPOX HMBS IRAK1 LPIN1 MT-CO1 MT-CO3 OBSCN PYGM SAT1 SPP1 STAT4 TTC26 HP_DEATH_IN_ADOLESCENCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DEATH_IN_ADOLESCENCE ACTN2 COX8A DSP ERCC4 EXOC8 FGA FGB FGG FHL1 GFAP IL6ST MADD MALT1 MDFIC MFSD2A OAS1 PET100 PEX2 PSMB8 SATB1 SLC25A22 SOST TPI1 HP_DEATH_IN_ADULTHOOD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DEATH_IN_ADULTHOOD ACTB APP BAZ1B BCL7B BCS1L BUD23 CLIP2 CST3 DNAJC30 DSP EIF4H ELN EPCAM FAN1 FKBP6 GTF2I GTF2IRD1 GTF2IRD2 KRAS LAMC2 LIMK1 METTL27 MLH1 MLH3 MLXIPL MSH2 MSH6 MYH6 MYH7 NCF1 PIK3CA PMS1 PMS2 POLG POLR3A POLR3B RFC2 RPS6KA3 SCN4A SLC9A6 STX1A TBL2 TGFBR2 TMEM270 TNNI3 TYMP VPS37D VPS4A ZMPSTE24 HP_DEATH_IN_CHILDHOOD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DEATH_IN_CHILDHOOD AARS2 ABAT ABCB11 ACAD9 ACTA1 ACTL6B ADCY5 ALG11 AP1S1 ARHGEF9 ATG7 ATP1A2 ATP5MK ATP7A ATPAF2 C18orf32 C2orf69 CAD CAMSAP1 CD3G CLCN3 COX5A CRPPA DLD DPH1 DTYMK EFL1 ELAC2 ELOVL4 ERCC1 ERCC2 ERCC6 EXOSC8 FADD FARS2 FCHO1 FGA FGB FGG FKRP FTO GAD1 GFAP GFM2 GNPTAB HEXB HMGCL JPH2 KARS1 KRT5 LAMA3 LAMB2 LAT LTBP4 LYRM7 MADD MBTPS2 MFF MFSD2A MPI MRM2 MRPL3 MT-TN MT-TS1 MTX2 NADK2 NAXD NAXE NDUFB8 NDUFS7 NDUFV1 NEB NFIX NHLRC2 NPC2 NUP214 OAS1 OGDH PAM16 PET100 PEX1 PEX2 PEX5 PIGY PLCB3 PMM2 POT1 PPCS PQBP1 PRPS1 PTPRC RAB27A RARS2 RINT1 RMND1 RNASEH2A RNASEH2C RNU4ATAC SCN1B SCYL2 SEC31A SERPINH1 SLC17A5 SLC25A22 SLC33A1 SLC52A3 SMARCD2 SMN1 SNAP29 STT3B SUCLG1 SURF1 TIMMDC1 TK2 TMEM70 TNFRSF11A TPP2 TSEN2 TSEN54 TSFM TTC7A UBR1 VPS33A VPS50 WT1 ZNFX1 HP_DEATH_IN_INFANCY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DEATH_IN_INFANCY AARS2 ABCA12 ABCA3 ACAD9 ACADVL ACOX1 ACTA1 ACTG2 ADCY6 AFF3 AIMP1 AIMP2 ALG1 ALG14 ALG8 ALPL AMT ANTXR2 AP1S1 ARX ASCL1 ASXL3 ATP1A2 ATP6AP1 ATRX BMPR1B BOLA3 BRAT1 C2orf69 CCDC22 CD3G CD96 CDC40 CDK5 CDON CLCF1 CNTN1 COASY COG6 COG7 COX10 COX11 COX16 COX5A CPT2 CRIPT CRLF1 CRLS1 CRPPA CRTAP CRYAB DCX DHCR7 DLL3 DNM1L DNM2 DOLK DPH1 DPH5 DPM2 DPYSL5 DYNLT2B ECHS1 EFL1 ELAC2 EMG1 EPCAM EPG5 ERCC1 ERCC2 ERCC5 ERCC6 ETHE1 EXTL3 FAM111A FAM20C FAN1 FANCB FARS2 FGA FGB FGFR3 FGG FLI1 FRAS1 FREM2 FXR1 GATC GBA1 GDF5 GFAP GLB1 GLDC GPC3 GPC4 GPR161 GRIP1 GRM7 HADHB HDAC6 HESX1 HSPG2 HTRA2 IDUA IKBKB ITGB4 ITPA JAM3 JPH2 KIF20A KLHL40 KRAS KRT5 LAMA3 LAMB3 LAMC2 LAT LHX4 LIFR LIPA LIPT1 LIPT2 LMNA LMOD1 LMOD3 LRPPRC LTBP4 LTC4S MADD MBTPS2 MESP2 MLH1 MLH3 MPDU1 MRPL44 MRPS22 MRPS34 MSH2 MSH6 MYH11 MYL1 MYL2 MYLK MYO5B NADK2 NADSYN1 NDUFA2 NDUFAF3 NDUFS4 NDUFV2 NEB NFS1 NFU1 NPC2 NR1H4 NRAS NSF NUP214 NXN OAS1 OCRL ORAI1 ORC1 PAM16 PET100 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PHOX2B PIGA PIGB PIGY PIK3CA PLEC PLVAP PLXND1 PMM2 PMS1 PMS2 POMT2 PPCS PPIL1 PQBP1 PROKR2 PRPS1 PSAP PSAT1 PTF1A QRSL1 RAD51C RBM8A RET REV3L RMND1 RNU4ATAC ROBO1 ROR2 RPL3L SCN4A SCO2 SCYL2 SFTPB SIK1 SLC25A19 SLC25A24 SLC25A4 SLC25A46 SLC26A2 SMARCD2 SMO SMOC1 SMPD4 SNRPB STAT2 STX3 SUCLG1 SUOX TFAM TGFBR2 TMEM260 TMEM70 TNFRSF11A TOR1A TPI1 TRIP11 TRMT10C TRMU TSEN2 TSEN54 TSFM TSPYL1 TTC7A TUFM UBR1 VIPAS39 VPS33B VPS35L WASHC5 WDR11 WT1 ZNFX1 HP_DECEREBRATE_RIGIDITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECEREBRATE_RIGIDITY ARSA ASPA GALC GLB1 PSAP HP_DECREASED_ABSENT_ANKLE_REFLEXES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_ABSENT_ANKLE_REFLEXES AARS1 ALDH18A1 ARL6IP1 ATP6AP2 ATXN3 CADM3 CCDC47 CRYAB DYSF GBE1 GJB1 GNB4 GNE HARS1 HINT1 HSPB3 KLC2 KLHL9 MFN2 MORC2 MRE11 NEFL OPA1 OPA3 PDK3 PEX10 PGM3 PLEKHG4 PMP2 POLG POLG2 RAB7A RAI1 REEP1 RRM2B SACS SIGMAR1 SLC25A4 SMN1 SMN2 SQSTM1 TOR1A TWNK VCP VPS13A WARS1 XK HP_DECREASED_ACHILLES_REFLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_ACHILLES_REFLEX ADSS1 BICD2 CRYAB DYSF FBXO38 GDAP1 IBA57 LDB3 MTPAP PDK3 HP_DECREASED_ACTIVITY_OF_MITOCHONDRIAL_ATP_SYNTHASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_ACTIVITY_OF_MITOCHONDRIAL_ATP_SYNTHASE_COMPLEX ATP5F1A ATP5F1D ATP5F1E ATPAF2 GFM1 MRPS14 MRPS16 MRPS22 MTRFR TIMM50 TK2 TMEM70 HP_DECREASED_ACTIVITY_OF_MITOCHONDRIAL_COMPLEX_I https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_ACTIVITY_OF_MITOCHONDRIAL_COMPLEX_I AARS2 ACAD9 AGK ATP5F1A BOLA3 C1QBP CARS2 CRLS1 DGUOK EARS2 ELAC2 FBXL4 FLAD1 FOXRED1 GATC GFM1 GTPBP3 IBA57 ISCA2 ISCU MECR MGME1 MIEF2 MPV17 MRM2 MRPL12 MRPS14 MRPS16 MRPS22 MRPS23 MT-ND1 MT-ND2 MT-ND3 MT-TE MT-TL1 MTFMT MTRFR NARS2 NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA6 NDUFA8 NDUFA9 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF6 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB7 NDUFB8 NDUFB9 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NSUN3 NUBPL POLG PTCD3 PUS1 QRSL1 RARS2 SCN4A SFXN4 SLC25A10 SLC25A26 SLC25A4 SUCLG1 TIMM22 TIMMDC1 TK2 TMEM126B TRIT1 TRMT5 TRMU TSFM TXN2 UQCC2 VARS2 YARS2 HP_DECREASED_ACTIVITY_OF_MITOCHONDRIAL_COMPLEX_II https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_ACTIVITY_OF_MITOCHONDRIAL_COMPLEX_II BOLA3 CHCHD10 FDX2 IBA57 ISCU MECR MIEF2 NFS1 NFU1 SDHA SDHB SDHD SLC39A8 UQCC2 HP_DECREASED_ACTIVITY_OF_MITOCHONDRIAL_COMPLEX_III https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_ACTIVITY_OF_MITOCHONDRIAL_COMPLEX_III AGK ATP5F1A BCS1L BOLA3 C1QBP CARS2 CHCHD10 CRLS1 CYC1 DGUOK EARS2 FBXL4 GATC GFM1 GFM2 ISCU LYRM7 MIEF2 MPV17 MRPS14 MRPS16 MRPS22 MT-TL1 MTO1 NDUFS4 NFS1 NSUN3 QRSL1 RARS2 SLC25A4 SUCLG1 TIMM22 TK2 TRMT5 TSFM TTC19 TXN2 UQCC2 UQCC3 UQCRB UQCRH UQCRQ YARS2 HP_DECREASED_ACTIVITY_OF_MITOCHONDRIAL_COMPLEX_IV https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_ACTIVITY_OF_MITOCHONDRIAL_COMPLEX_IV AARS2 AGK AIFM1 ATP5F1A C1QBP CARS2 CHCHD10 COA3 COA5 COA6 COA8 COX16 COX20 COX4I1 COX5A COX6A2 CRLS1 DGUOK EARS2 FBXL4 FLAD1 GATC GFM1 GFM2 GTPBP3 ISCU LRPPRC MECR MGME1 MIEF2 MPV17 MRM2 MRPL12 MRPS14 MRPS16 MRPS22 MRPS23 MRPS25 MTFMT MTRFR NARS2 NDUFA4 NSUN3 PET100 PET117 POLG PUS1 QRSL1 RARS2 RRM2B SCO2 SLC25A26 SLC25A4 SLC39A8 SUCLG1 TIMM22 TK2 TRIT1 TRMT5 TSFM UQCC2 VARS2 YARS2 HP_DECREASED_ACTIVITY_OF_THE_PYRUVATE_DEHYDROGENASE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_ACTIVITY_OF_THE_PYRUVATE_DEHYDROGENASE_COMPLEX BOLA3 DLAT ECHS1 GLRX5 LIAS PDHA1 PDHB PDHX PDP1 SLC39A8 HP_DECREASED_ADENOSYLCOBALAMIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_ADENOSYLCOBALAMIN ABCD4 LMBRD1 MMAA MMAB MMACHC MMADHC PRDX1 HP_DECREASED_ADIPOSE_TISSUE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_ADIPOSE_TISSUE AARS1 AGPAT2 ATP6V1A ATP6V1E1 BLM BSCL2 CARS1 CAV1 CAVIN1 CIDEC ERCC2 ERCC3 ERCC4 ERCC6 ERCC8 FBN1 FH FOS GNB2 GTF2E2 GTF2H5 H4C5 IGF1R INSR KCNJ6 KCNK9 LEMD2 LIPE LMNA LMNB2 MPLKIP NAA10 PIK3R1 PLIN1 POLD1 POLR3A PPARG PRIM1 PSMB8 PTF1A RBM28 RNF113A SKI SLC25A24 SLC2A2 SOX18 TARS1 TGFB1 TGFB3 TOP3A ZMPSTE24 HP_DECREASED_AMPLITUDE_OF_SENSORY_ACTION_POTENTIALS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_AMPLITUDE_OF_SENSORY_ACTION_POTENTIALS ATL1 ATL3 ATXN1 CCT5 DHX16 FXN GDAP1 HK1 HSPB8 LITAF LMNA MORC2 MPV17 NDRG1 NEFL RFC1 SBF2 SORD SPTLC1 SPTLC2 TRPV4 UQCRC1 VPS13A HP_DECREASED_BODY_MASS_INDEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_BODY_MASS_INDEX CEACAM3 CEACAM6 CFTR CLCA4 DCTN4 EDNRA GCLC GSTM3 HFE HMOX1 HTT KCNN4 MIF SERPINA1 SLC11A1 SLC16A2 SLC25A13 SLC26A9 SLC2A3 SLC6A14 SLC9A3 STX1A TGFB1 HP_DECREASED_BODY_WEIGHT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_BODY_WEIGHT AARS1 AARS2 AASS ABCA12 ABCA3 ABCB11 ABCB4 ABCC6 ABCC8 ABCD1 ABCD4 ABL1 ACAD9 ACADM ACADS ACADVL ACAT1 ACD ACO2 ACOX1 ACSF3 ACSL5 ACTA1 ACTB ACTG1 ACTL6B ACVR1 ADA ADA2 ADAM17 ADAR ADAT3 ADCY5 ADH5 ADK ADNP AFF3 AGPAT2 AGPS AGR2 AGTPBP1 AGXT AHCY AHDC1 AIMP1 AK2 AKR1D1 AKT1 ALAD ALB ALDH18A1 ALDOB ALG11 ALG12 ALG13 ALG2 ALG3 ALG6 ALG8 ALG9 ALOX12B ALOXE3 ALPL ALS2 AMACR AMER1 AMN AMPD2 ANAPC1 ANKLE2 ANKRD55 ANO1 ANOS1 ANTXR2 AP1B1 AP3B2 AQP2 AR ARCN1 ARFGEF2 ARHGAP31 ARID1B ARPC1B ARV1 ARVCF ARX ASAH1 ASCL1 ASH1L ASL ASNS ASS1 ASXL1 ASXL3 ATM ATP1A2 ATP1A3 ATP5F1A ATP5F1B ATP6AP1 ATP6V0A2 ATP6V0A4 ATP6V1A ATP6V1E1 ATP7A ATP7B ATP8B1 ATP9A ATPAF2 ATR ATRIP ATRX ATXN7 AUH AUTS2 AVP AVPR2 B3GALT6 B3GLCT B4GALT1 B4GALT7 BANF1 BAP1 BAZ1B BCAP31 BCL10 BCL2 BCL6 BCL7B BCOR BCS1L BICRA BIRC3 BLM BLNK BMP1 BMP4 BMP6 BMPR1A BPTF BRAF BRCA1 BRCA2 BRD4 BRF1 BRIP1 BSCL2 BSND BTK BTNL2 BUB1B BUD23 C2orf69 C4A CA12 CA2 CACNA1A CACNA1B CACNA1S CACNA2D1 CAD CALR CAMK2B CAMKMT CARMIL2 CARS1 CARS2 CASK CASP8 CASR CASZ1 CAV1 CAVIN1 CBFB CBL CBS CCDC47 CCDC8 CCND1 CCNQ CCR1 CD19 CD244 CD247 CD3D CD3E CD3G CD40LG CD79A CD79B CD81 CD96 CDAN1 CDC45 CDC6 CDC73 CDH23 CDK10 CDK19 CDKL5 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CDON CDT1 CEACAM3 CEACAM6 CELF2 CENPE CENPJ CENPT CEP152 CEP57 CERS3 CFTR CHD7 CHEK2 CHRM3 CHRNA3 CHRNG CIC CIITA CIT CKAP2L CLCA4 CLCN3 CLCNKA CLCNKB CLDN16 CLIP2 CLMP CLTC CLTCL1 CNKSR2 CNOT1 CNTN1 CNTNAP1 COA8 COG1 COG4 COG6 COG7 COG8 COL12A1 COL1A1 COL1A2 COL4A5 COL4A6 COL6A1 COL6A2 COL6A3 COL7A1 COMT COPB2 COQ7 CORIN COX10 COX20 COX4I1 COX4I2 COX5A COX7B CPLANE1 CPLX1 CPS1 CPSF3 CR2 CREB3L1 CREBBP CRIPT CRLF1 CRLS1 CSF2RA CSF2RB CSNK2A1 CSPP1 CTBP1 CTCF CTLA4 CTNNB1 CTNS CTRC CUBN CUL3 CUL4B CUL7 CYB5A CYB5R3 CYC1 CYFIP2 CYP11A1 CYP11B2 CYP17A1 CYP19A1 CYP24A1 CYP27B1 CYP2R1 CYP7B1 DACT1 DALRD3 DAXX DCLRE1C DCTN1 DCTN4 DDB2 DDOST DDX3X DEAF1 DEF6 DEGS1 DGAT1 DGUOK DHCR24 DHCR7 DHDDS DIAPH1 DIS3L2 DISP1 DKC1 DLD DLK1 DLL1 DLL4 DLST DMPK DMXL2 DNA2 DNAJC13 DNAJC19 DNAJC21 DNAJC3 DNAJC30 DNASE2 DNM1 DNM1L DNM2 DNMT3A DNMT3B DOCK6 DOLK DPAGT1 DPM1 DPM2 DPP6 DPP9 DPYD DSG1 DSP DTYMK DUSP6 DYM DYNC2I1 DYNC2LI1 DYRK1A EARS2 EBP ECE1 EDN3 EDNRA EDNRB EEF1A2 EFL1 EGFR EHHADH EHMT1 EIF2AK3 EIF2S3 EIF4G1 EIF4H EIF5A ELAC2 ELF4 ELMO2 ELN EMG1 EN1 ENPP1 EOGT EP300 EPAS1 EPCAM EPG5 EPRS1 ERAP1 ERBB2 ERBB3 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ERMARD ESR2 ETHE1 EVC EVC2 EWSR1 EXOSC3 EXOSC8 EXOSC9 F5 FAH FAM111A FAM149B1 FAN1 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FARSB FAS FBN1 FBN2 FBXL4 FBXO28 FCGR2A FDFT1 FDXR FGD1 FGF12 FGF13 FGF17 FGF8 FGFR1 FGFRL1 FH FIG4 FIP1L1 FKBP6 FLCN FLI1 FLII FLNA FLT1 FMR1 FOCAD FOS FOXH1 FOXP1 FOXP3 FOXRED1 FTO FUCA1 FUS FUT8 FZD4 FZR1 G6PC3 GAA GABBR2 GABRA2 GABRA3 GABRA5 GABRB2 GABRD GABRG2 GALC GALE GALK1 GALM GALT GAS1 GATA1 GATA2 GATA4 GATA6 GATM GBA1 GBE1 GCDH GCK GCLC GDNF GFAP GGPS1 GHSR GIGYF2 GIPC1 GJA1 GJA5 GJA8 GJB2 GJB3 GJB4 GJB6 GK GLB1 GLI1 GLI2 GLUD1 GLYCTK GMNN GNAO1 GNB1 GNB2 GNPAT GNPTAB GNRH1 GNRHR GOLGA2 GOT2 GP1BB GPC3 GPD1 GPIHBP1 GPR161 GPR35 GPT2 GRB10 GRIA3 GRIA4 GRIN1 GRIN2A GRIN2D GRM7 GSTM3 GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GTPBP2 GTPBP3 GUF1 GYS2 H19 H3-3B H4C5 HACD1 HADH HADHA HADHB HAVCR2 HBA1 HBA2 HBB HCCS HCFC1 HCN1 HDAC8 HEATR3 HERC1 HERC2 HESX1 HEXB HFE HIBCH HIKESHI HIRA HIVEP2 HLA-B HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRB1 HLCS HMGA2 HMGCL HMOX1 HNF1A HNRNPH1 HNRNPH2 HNRNPK HPD HPDL HRAS HS6ST1 HSD11B2 HSD17B4 HSD3B2 HSD3B7 HSPG2 HTRA2 HTT HUWE1 HYMAI IARS1 ICOS IDH1 IFIH1 IFNG IFNGR1 IFT140 IGF1 IGF1R IGF2 IGHM IGHMBP2 IGLL1 IKBKB IKBKG IKZF1 IL10 IL12A IL12A-AS1 IL12B IL1RN IL21 IL21R IL23R IL2RA IL2RB IL2RG IL6 IL7R INS INSR INTU IPO8 IQSEC2 IRF2BP2 IRF4 IRF6 IRF8 ITCH ITGA7 JAG1 JAGN1 JAK1 JAK2 JAK3 JMJD1C JPH3 KANSL1 KARS1 KAT6B KBTBD13 KCNA1 KCNA2 KCNA4 KCNAB2 KCNB1 KCNJ1 KCNJ11 KCNJ18 KCNJ6 KCNN4 KCNQ2 KCNT1 KDM5C KDM6A KDSR KIAA0586 KIAA0753 KIF15 KIF1B KIF22 KIF7 KISS1 KISS1R KIT KLF1 KLHL41 KLLN KLRC4 KMT2A KMT2C KMT2D KMT5B KRAS KRT1 KRT10 KRT14 KRT16 KRT17 KRT5 KRT6A KRT6B LAMA2 LAMA3 LAMB3 LAMC2 LARP7 LARS1 LARS2 LAT LBR LCK LEMD3 LETM1 LGI3 LHX4 LIG3 LIG4 LIMK1 LINS1 LIPA LMBRD1 LMNA LMNB1 LONP1 LPIN2 LRBA LRP12 LRP5 LRPPRC LRRC8A LRRK1 LRRK2 LTC4S LUZP1 LYRM4 LYRM7 MAD2L2 MADD MAFB MAGEL2 MALT1 MAMLD1 MAP2K1 MAP2K2 MAP3K20 MAP3K7 MAPKAPK5 MARS1 MARS2 MAX MBL2 MBTPS1 MBTPS2 MC2R MCCC1 MCCC2 MCEE MCM4 MCM5 MCM9 MCTP2 MDH2 MECP2 MECR MED12 MED17 MEFV MEG3 MEGF10 MEN1 METTL27 METTL5 MGAT2 MICOS13 MIF MIPEP MITF MKKS MKRN3 MLH1 MLH3 MLX MLXIPL MMAA MMAB MMACHC MMADHC MMP23B MMUT MPDU1 MPI MPL MPV17 MRAP MRPL12 MRPL3 MRPS14 MRPS16 MRPS2 MRPS28 MRPS7 MS4A1 MSH2 MSH6 MSMO1 MST1 MSX1 MT-ATP6 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TK MT-TL1 MT-TN MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTHFR MTO1 MTR MTRFR MTRR MTTP MUSK MVK MYH3 MYH7 MYL11 MYL2 MYMK MYMX MYO5B MYOD1 MYPN NAB2 NABP1 NACC1 NADK2 NAGS NALCN NAT8L NBN NCAPD2 NCAPD3 NCAPG2 NCAPH NCF1 NDN NDP NDUFA1 NDUFA11 NDUFA13 NDUFA2 NDUFA4 NDUFA6 NDUFA8 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF6 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB7 NDUFB8 NDUFB9 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NEB NECAP1 NECTIN1 NEDD4L NELFA NEUROD2 NEUROG3 NEXMIF NF1 NFASC NFE2L2 NFIA NFIX NFKB1 NFKB2 NFKBIA NFKBIL1 NFU1 NGLY1 NHLH2 NHLRC2 NIPAL4 NIPBL NKX2-1 NKX3-2 NLRC4 NLRP1 NNT NOD2 NODAL NONO NOS1 NOTCH1 NOTCH2 NOTCH2NLC NPAP1 NPHS1 NPM1 NR0B1 NR1H4 NR3C2 NRCAM NRTN NSD2 NSDHL NSF NSMCE3 NSMF NSRP1 NSUN2 NSUN3 NTRK2 NUBPL NUDT2 NUMA1 NUP188 NUP214 NUP54 NUP62 NUP85 NUS1 OBSL1 OCA2 OCLN OCRL OFD1 OGDHL ORAI1 ORC1 ORC4 ORC6 OSGEP OTC OTUD5 OTUD6B OTULIN P4HA2 PACS1 PACS2 PALB2 PALLD PAM16 PANK2 PARN PARS2 PAX2 PBX1 PCCA PCCB PCGF2 PCLO PCNT PCSK1 PDE6D PDGFRB PDHA1 PDHB PDHX PDPN PDX1 PEPD PERCC1 PET100 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PGAP1 PGM3 PHGDH PHKA2 PHKG2 PHOX2B PIEZO2 PIGA PIGB PIGG PIGP PIGQ PIK3C2A PIK3CA PIK3CD PIK3R1 PKHD1 PKP1 PLAA PLAG1 PLAGL1 PLCB1 PLCH1 PLK4 PLP1 PML PMM2 PMPCB PMS1 PMS2 PNKP PNP PNPLA1 PNPLA6 PNPO PNPT1 POC1A POGZ POLA1 POLE POLG POLG2 POLR1A POLR1B POLR1C POLR1D POLR2A POLR3A POLR3K POMC POMP POR POU1F1 POU6F2 PPARG PPFIBP1 PPM1B PPP1CB PPP1R15B PPP2R3C PPP3CA PQBP1 PRDM16 PRDX1 PREPL PRF1 PRKACA PRKACB PRKAR1A PRKCD PRKCZ PRMT7 PRNP PROK2 PROKR2 PRPS1 PRTN3 PSAP PSAT1 PSMB10 PSMB4 PSMB8 PSMB9 PSMC1 PSMD12 PTCD3 PTCH1 PTDSS1 PTEN PTF1A PTH1R PTPN11 PTPN2 PTPN22 PTRH2 PTS PUF60 PUS1 PUS3 PUS7 PWAR1 PWRN1 PYCR1 PYCR2 PYGL RAB33B RAB3GAP1 RABL3 RAC2 RAD21 RAD51 RAD51C RAG1 RAG2 RAI1 RAPSN RARA RARB RARS2 RASGRP1 RB1 RBBP8 RBCK1 RBM10 RBPJ RECQL4 RELB RERE REST RET RFC2 RFT1 RFWD3 RFX5 RFXANK RFXAP RHBDF2 RILPL1 RIN2 RIPK1 RIT1 RMRP RNF13 RNF168 RNF2 RNU4ATAC RNU7-1 ROBO1 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS6KA3 RPS7 RREB1 RRM2B RTEL1 RTL1 RTTN RUNX1 RYR1 RYR3 SALL1 SAMD9 SAR1B SARS1 SARS2 SATB1 SBDS SC5D SCN1A SCN1B SCN2A SCN3A SCN8A SCNN1A SCNN1B SCNN1G SCO1 SDHA SDHAF1 SDHAF2 SDHB SDHC SDHD SDR9C7 SEC23B SEC24C SEC31A SELENON SEMA3C SEMA3D SEMA4A SEMA4D SERAC1 SERPINA1 SETBP1 SETD2 SFTPB SFTPC SGO1 SH2B1 SH3TC2 SHH SHOC2 SHROOM4 SIGMAR1 SIK1 SIL1 SIM1 SIN3A SIX2 SIX3 SKI SKIC2 SKIC3 SLC10A2 SLC11A1 SLC12A1 SLC12A3 SLC12A5 SLC13A5 SLC16A2 SLC17A5 SLC1A2 SLC1A3 SLC22A4 SLC22A5 SLC25A11 SLC25A13 SLC25A15 SLC25A19 SLC25A21 SLC25A22 SLC25A24 SLC25A3 SLC25A4 SLC25A46 SLC26A2 SLC26A3 SLC26A9 SLC2A2 SLC2A3 SLC30A9 SLC32A1 SLC34A1 SLC34A2 SLC34A3 SLC35A2 SLC35C1 SLC37A4 SLC38A3 SLC39A13 SLC39A4 SLC39A7 SLC39A8 SLC3A1 SLC46A1 SLC4A1 SLC51A SLC5A1 SLC6A14 SLC6A8 SLC7A7 SLC9A3 SLC9A6 SLX4 SMAD4 SMARCA2 SMARCAL1 SMARCC2 SMARCD2 SMC1A SMC3 SMO SMOC1 SMPD1 SNAP29 SNCA SNIP1 SNORD115-1 SNORD116-1 SNRPN SNX10 SON SOX9 SP110 SPATA5 SPEN SPG11 SPI1 SPINK1 SPINK5 SPOP SPR SPRTN SPRY4 SPTBN1 SPTLC1 SRCAP SRD5A3 SREBF1 SRP54 SRSF2 SSR4 ST3GAL5 STAG1 STAG2 STAMBP STAR STAT1 STAT3 STAT4 STAT5B STAT6 STIL STING1 STOX1 STRA6 STRADA STT3A STT3B STUB1 STX1A SUCLA2 SUCLG1 SUGCT SULT2B1 SURF1 SYK SYNE1 SYNGAP1 SYNJ1 SYT2 SZT2 TAC3 TACR3 TAF13 TAFAZZIN TALDO1 TAOK1 TAPT1 TASP1 TBC1D23 TBC1D24 TBL1XR1 TBL2 TBR1 TBX1 TBX4 TCF3 TCF4 TCIRG1 TCN2 TCOF1 TCTN3 TDGF1 TERT TET2 TFAM TFRC TGDS TGFB1 TGFB3 TGFBR2 TGIF1 TGM1 THOC2 THPO THRB TIMM22 TIMM50 TIMMDC1 TINF2 TJP2 TK2 TKFC TLK2 TLL1 TLR4 TMEM106B TMEM126B TMEM127 TMEM165 TMEM216 TMEM270 TMEM70 TMPRSS15 TNFRSF11B TNFRSF13B TNFRSF13C TNFSF12 TNNT1 TNPO2 TOM1 TONSL TOP3A TOPORS TP53 TP63 TPI1 TPM2 TPM3 TRAC TRAIP TRAK1 TRAPPC2 TRIM28 TRIM37 TRIM8 TRIO TRIP13 TRIT1 TRMT1 TRMT10A TRMT10C TRMT5 TRPV4 TSHB TSHR TSR2 TTC26 TTN TTR TUBB4A TWIST2 TWNK TXNRD2 TYMP TYMS UBA2 UBA5 UBAC2 UBE2T UBE3B UBE4B UBR1 UBTF UFC1 UFD1 UMPS UNC45A UNC80 UPF3B UQCC2 UQCRC2 UQCRFS1 USF3 USP7 VAC14 VARS2 VDR VHL VIPAS39 VPS13A VPS13B VPS33B VPS35 VPS37A VPS37D VPS45 VPS51 VPS53 VRK1 WDR11 WDR26 WDR4 WDR62 WDR73 WNT2B WNT7B WRN WT1 WWOX XPA XPC XRCC2 XYLT2 YARS1 YARS2 YIPF5 YWHAG YY1 YY1AP1 ZAP70 ZBTB16 ZEB2 ZFP57 ZIC2 ZIC3 ZMPSTE24 ZNF335 ZNF668 ZNF699 ZNFX1 ZNRF3 ZSWIM6 HP_DECREASED_CALVARIAL_OSSIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_CALVARIAL_OSSIFICATION ALPL COL1A1 COL1A2 CREB3L1 CRTAP FGFR2 FIG4 IFT43 INTU LAMA5 P3H1 PPIB PPP3CA SERPINH1 TXNDC15 WNT7A ZMPSTE24 HP_DECREASED_CD4_CD8_RATIO https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_CD4_CD8_RATIO AP3B1 CASP8 CTPS1 DEF6 GATA2 IL2RA IL2RB MAGT1 UNC119 WAS HP_DECREASED_CERVICAL_SPINE_FLEXION_DUE_TO_CONTRACTURES_OF_POSTERIOR_CERVICAL_MUSCLES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_CERVICAL_SPINE_FLEXION_DUE_TO_CONTRACTURES_OF_POSTERIOR_CERVICAL_MUSCLES EMD FHL1 LMNA PLEC SYNE1 SYNE2 TMEM43 HP_DECREASED_CERVICAL_SPINE_MOBILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_CERVICAL_SPINE_MOBILITY CCN6 FKRP FOXA2 GLI2 GMPPB HESX1 LARGE1 LHX3 LHX4 OTX2 POMT1 POMT2 POU1F1 PROP1 TRAPPC2 HP_DECREASED_CIRCULATING_ACTH_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_CIRCULATING_ACTH_CONCENTRATION AIP AKT1 ARMC5 BAP1 CDH23 FOXA2 GLI2 GNAS HESX1 LHX3 LHX4 MEN1 NF2 NFKB2 OTX2 PDE11A PDGFB PIK3CA POU1F1 PRKAR1A PROP1 ROBO1 SMARCB1 SMARCE1 SMO SOX3 SUFU TERT TRAF7 HP_DECREASED_CIRCULATING_ALDOSTERONE_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_CIRCULATING_ALDOSTERONE_LEVEL AAAS AIRE CYP11A1 CYP11B1 CYP11B2 CYP17A1 HSD11B2 HSD3B2 MC2R MRAP NNT NR0B1 NR3C1 NR3C2 SCNN1A SCNN1B SCNN1G STAR TXNRD2 HP_DECREASED_CIRCULATING_ANDROGEN_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_CIRCULATING_ANDROGEN_CONCENTRATION AKT1 ANOS1 B4GALNT1 BAP1 BMP6 CHD7 CPE CYB5A CYP11A1 CYP17A1 DCAF17 DHH DHX37 DMRT3 DMXL2 DUSP6 FANCM FEZF1 FGD1 FGF17 FGF8 FGFR1 FSHB GATA4 GCNA GNRH1 GNRHR HFE HS6ST1 HSD3B2 KISS1 KISS1R LEP LEPR LGR4 LHB MAP3K1 NDNF NF2 NFKB2 NHLH2 NR0B1 NR5A1 NSMF PDGFB PIK3CA POLA1 POR PROK2 PROKR2 RBM28 SEMA3A SLC39A4 SMARCB1 SMARCE1 SMO SOX9 SPRY4 SRY SUFU TAC3 TACR3 TERT TRAF7 VAMP7 WDR11 WT1 WWOX ZFPM2 HP_DECREASED_CIRCULATING_ANTIBODY_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_CIRCULATING_ANTIBODY_LEVEL AARS1 ADA ADA2 ADAMTS3 AICDA AK2 ALG12 ARHGEF1 ATM ATP6AP1 ATP6AP2 B2M BACH2 BCL10 BLM BLNK BTK CARD11 CARMIL2 CARS1 CASP10 CASP8 CAVIN1 CCBE1 CCND1 CD19 CD247 CD27 CD3D CD3E CD3G CD40 CD40LG CD55 CD70 CD79A CD79B CD81 CDCA7 CIITA CISD2 CNBP COG6 CORO1A CR2 CSNK2A1 CTLA4 CTNNBL1 CTPS1 CXCR4 DCLRE1C DNMT3B DOCK8 EPG5 ERCC2 ERCC3 EXTL3 FAS FASLG FAT4 FLNA FNIP1 GTF2E2 GTF2H5 HELLS HLA-DQA1 HLA-DQB1 HYOU1 ICOS IFIH1 IGHG2 IGHM IGKC IGLL1 IKBKB IKBKG IKZF1 IL21 IL21R IL2RA IL2RG IL6R IL6ST IPO8 IRF2BP2 ITCH ITK IVNS1ABP JAK3 KNSTRN KRT14 KRT5 LAMTOR2 LAT LCK LIG1 LRBA LRRC8A MAGT1 MALT1 MAN2B1 MGAT2 MOGS MPLKIP MS4A1 MSN MTHFD1 MTOR MYSM1 NAE1 NBN NFE2L2 NFKB1 NFKB2 NFKBIA NHEJ1 NHLRC2 OAS1 PIGT PIK3CD PIK3CG PIK3R1 PLCG2 PLVAP PMM2 POLE PRF1 PRIM1 PRKCD PTEN PTPRC RAC2 RAD50 RAG1 RAG2 RASGRP1 RBM8A REL RFX5 RFXANK RFXAP RIPK1 RMRP RNF113A RNF168 RNU4ATAC RPA1 RTEL1 SAMD9L SASH3 SH2D1A SH3KBP1 SIK3 SKIC2 SKIC3 SLC25A13 SLC35C1 SLC39A7 SLC46A1 SLC5A6 SLC7A7 SMARCAL1 SON SP110 SPI1 SPINK5 SPPL2A STAT2 STAT3 STX11 STXBP2 SYK TARS1 TCF3 TCN2 TFRC TIMM8A TLR8 TNFRSF11A TNFRSF13B TNFRSF13C TNFRSF9 TNFSF12 TOM1 TONSL TP53 TRMU TRNT1 TTC7A TYMS UNC13D UNG VPS33A WAS XIAP ZAP70 ZBTB24 ZEB2 ZNF341 HP_DECREASED_CIRCULATING_BETA_2_MICROGLOBULIN_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_CIRCULATING_BETA_2_MICROGLOBULIN_LEVEL B2M CIITA RFX5 RFXANK RFXAP HP_DECREASED_CIRCULATING_CERULOPLASMIN_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_CIRCULATING_CERULOPLASMIN_CONCENTRATION AP1B1 AP1S1 ATP7A ATP7B CCDC115 COG2 CP SLC33A1 TMEM199 HP_DECREASED_CIRCULATING_COMPLEMENT_C3_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_CIRCULATING_COMPLEMENT_C3_CONCENTRATION BANK1 BLK C3 C4A C4B CD46 CFH CFHR1 CFHR3 CFI CR2 CTLA4 DNASE1 DNASE1L3 ETS1 FCGR2B FCGR3B HLA-DRB1 IGHG1 IL10 IRAK1 IRF5 ITGAM JAZF1 KIAA0319L LMNB2 MECP2 PACS1 PDCD1 PRKCD PTPN22 PXK SAT1 SPP1 STAT4 THBD TLR7 TNFAIP3 TNFSF4 TNIP1 TREX1 UBE2L3 HP_DECREASED_CIRCULATING_COMPLEMENT_C4_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_CIRCULATING_COMPLEMENT_C4_CONCENTRATION BANK1 BLK C4A C4B CR2 CTLA4 DNASE1 DNASE1L3 ETS1 FCGR2B FCGR3B HLA-DRB1 IGHG1 IL10 IRAK1 IRF5 ITGAM JAZF1 KIAA0319L MECP2 PDCD1 PRKCD PTPN22 PXK SAT1 SERPING1 SPP1 STAT4 TLR7 TNFAIP3 TNFSF4 TNIP1 TREX1 UBE2L3 HP_DECREASED_CIRCULATING_COMPLEMENT_FACTOR_B_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_CIRCULATING_COMPLEMENT_FACTOR_B_CONCENTRATION CFB CFH CFHR1 CFHR3 CFI HP_DECREASED_CIRCULATING_COMPLEMENT_FACTOR_I_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_CIRCULATING_COMPLEMENT_FACTOR_I_CONCENTRATION C1QA CFH CFHR1 CFHR3 CFI HP_DECREASED_CIRCULATING_COPPER_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_CIRCULATING_COPPER_CONCENTRATION AP1B1 AP1S1 ATP6AP1 ATP7A COG2 CP SLC33A1 TMPRSS6 HP_DECREASED_CIRCULATING_CORTISOL_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_CIRCULATING_CORTISOL_LEVEL AAAS ABCD1 AKT1 BAP1 CYP11A1 CYP11B1 CYP17A1 GATB GATC GLI3 HSD3B2 MC2R MRAP NF2 NFKB2 NNT NR0B1 PCSK1 PDGFB PIK3CA POMC POR QRSL1 ROBO1 SERPINA6 SMARCB1 SMARCE1 SMO STAR SUFU TBX19 TERT TRAF7 TXNRD2 HP_DECREASED_CIRCULATING_DEHYDROEPIANDROSTERONE_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_CIRCULATING_DEHYDROEPIANDROSTERONE_CONCENTRATION MC2R MRAP NNT POR PRKAR1A STAR TXNRD2 HP_DECREASED_CIRCULATING_FOLLICLE_STIMULATING_HORMONE_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_CIRCULATING_FOLLICLE_STIMULATING_HORMONE_CONCENTRATION AKT1 ANOS1 BAP1 CPE DMXL2 FEZF1 FSHB HESX1 KISS1 KISS1R LGR4 LHX3 LHX4 NF2 NHLH2 OTX2 PDGFB PIK3CA POU1F1 PRDM13 PROP1 ROBO1 SEMA3A SMARCB1 SMARCE1 SMO SUFU TAC3 TERT TRAF7 HP_DECREASED_CIRCULATING_FREE_T3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_CIRCULATING_FREE_T3 MADD NKX2-5 POU1F1 SECISBP2 TRHR HP_DECREASED_CIRCULATING_FREE_T4_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_CIRCULATING_FREE_T4_CONCENTRATION CPE IRS4 MADD NKX2-5 POU1F1 TBL1X HP_DECREASED_CIRCULATING_GONADOTROPIN_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_CIRCULATING_GONADOTROPIN_CONCENTRATION AKT1 ANOS1 BAP1 CPE DMXL2 FEZF1 FSHB GNRH1 HESX1 KISS1 KISS1R LGR4 LHB LHX3 LHX4 MAGEL2 NDN NF2 NHLH2 OCA2 OTX2 PDGFB PIK3CA PNPLA6 POU1F1 PRDM13 PROP1 ROBO1 SEMA3A SMARCB1 SMARCE1 SMO SNRPN SUFU TAC3 TERT TRAF7 HP_DECREASED_CIRCULATING_IGA_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_CIRCULATING_IGA_LEVEL ADA AICDA ALG12 ATM ATP6AP1 BACH2 BLM BLNK BTK CARD11 CASP8 CAVIN1 CD19 CD247 CD3D CD3E CD40 CD40LG CD79B CR2 CSNK2A1 CTLA4 DCLRE1C DNMT3B HLA-DQA1 HLA-DQB1 ICOS IGHG2 IGKC IGLL1 IKBKG IL2RA IL2RG IL6ST IPO8 IRF2BP2 ITCH IVNS1ABP JAK3 KNSTRN LCK LIG1 LRBA MOGS MTOR NFE2L2 NFKB2 NFKBIA PIGT PIK3CD PIK3CG PIK3R1 PLCG2 PMM2 PRIM1 PTPRC RAG1 RAG2 REL RNF168 SASH3 SPI1 STAT2 SYK TCF3 TCN2 TNFRSF11A TNFRSF13B TNFRSF13C TOM1 TYMS UNG ZBTB24 ZNF341 HP_DECREASED_CIRCULATING_IGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_CIRCULATING_IGE BACH2 BTK CD40 CD40LG IL2RG LCK TCF3 TOM1 HP_DECREASED_CIRCULATING_IGG2_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_CIRCULATING_IGG2_LEVEL ADA ATM CD247 CD3G CTPS1 EPG5 PIK3CD SH3KBP1 HP_DECREASED_CIRCULATING_IGG_SUBCLASS_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_CIRCULATING_IGG_SUBCLASS_LEVEL ADA ATM CD247 CD3G CR2 CTPS1 EPG5 IFIH1 PIK3CD RNF113A SH3KBP1 HP_DECREASED_CIRCULATING_PARATHYROID_HORMONE_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_CIRCULATING_PARATHYROID_HORMONE_LEVEL AIRE CASR CYP24A1 GCM2 PTH SLC34A1 SLC34A3 TBCE TBX1 HP_DECREASED_CIRCULATING_RENIN_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_CIRCULATING_RENIN_LEVEL AVPR2 CACNA1D CYP11B1 CYP17A1 HSD11B2 KCNJ5 NR3C2 POR SCNN1A SCNN1B SCNN1G WNK1 HP_DECREASED_CIRCULATING_TERMINAL_COMPLEMENT_COMPONENT_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_CIRCULATING_TERMINAL_COMPLEMENT_COMPONENT_CONCENTRATION C5 C6 C7 C8A C8B C9 HP_DECREASED_CIRCULATING_TOTAL_IGA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_CIRCULATING_TOTAL_IGA ATP6AP1 CD247 CD3D CD3E IVNS1ABP KNSTRN PIK3CD SYK HP_DECREASED_CIRCULATING_TOTAL_IGG https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_CIRCULATING_TOTAL_IGG ATP6AP1 CD19 CD81 CR2 IVNS1ABP KNSTRN MS4A1 PIK3CD SYK HP_DECREASED_CIRCULATING_TOTAL_IGM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_CIRCULATING_TOTAL_IGM ADA ADA2 ALG12 ARHGEF1 ATP6AP1 BACH2 BLM BLNK BTK CARD11 CASP10 CASP8 CD19 CD79B CNBP CR2 CTLA4 DOCK8 EXTL3 FAS FASLG FNIP1 ICOS IGHG2 IGKC IGLL1 IKBKG IL2RG IL6R IL6ST IRF2BP2 IVNS1ABP JAK3 KNSTRN LAMTOR2 LCK LIG1 LRBA MOGS NAE1 NFKB2 NFKBIA PIGT PIK3CD PIK3CG PLCG2 POLE PRIM1 PRKCD PTPRC RAC2 RAG1 RAG2 RASGRP1 RNF168 SASH3 SH3KBP1 SIK3 SPI1 STAT2 SYK TCF3 TCN2 TNFRSF11A TNFRSF13B TNFRSF13C TOM1 TYMS WAS ZBTB24 HP_DECREASED_COMPOUND_MUSCLE_ACTION_POTENTIAL_AMPLITUDE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_COMPOUND_MUSCLE_ACTION_POTENTIAL_AMPLITUDE ALS2 BSCL2 CADM3 DNAJB6 EMILIN1 KARS1 PMP2 RAB7A SETX SIGMAR1 SYT2 UBA1 UQCRC1 VAMP1 HP_DECREASED_CORNEAL_SENSATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_CORNEAL_SENSATION CHST6 FGF10 FGFR2 FGFR3 TGFBI HP_DECREASED_DISTAL_SENSORY_NERVE_ACTION_POTENTIAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_DISTAL_SENSORY_NERVE_ACTION_POTENTIAL GDAP1 HK1 LITAF MORC2 MPV17 NEFL RFC1 SBF2 TRPV4 HP_DECREASED_DLCO https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_DLCO ABCC6 COPA CSF2RA EIF2AK4 HLA-DRB1 MUC5B NDUFAF6 PARN RTEL1 SFTPA1 SFTPA2 SFTPC SMPD1 TERT TINF2 XYLT1 XYLT2 HP_DECREASED_EOSINOPHIL_COUNT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_EOSINOPHIL_COUNT ATRX BRAF CARD10 CDH23 ELANE NR3C1 TP53 USP48 USP8 HP_DECREASED_FACIAL_EXPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_FACIAL_EXPRESSION ACTA1 ADH1C ASXL3 ATP13A2 ATP1A3 ATP6AP2 ATP6V1A ATP7A ATXN2 ATXN8OS BCL11B CC2D1A CCDC174 CERT1 CLTC CNTNAP1 COL25A1 DCTN1 DDHD2 DLK1 DMXL2 DNA2 DNAJC13 DNAJC6 DNMT3B DPM2 DUX4 DUX4L1 EBF3 EIF2AK2 EIF4G1 ERGIC1 FA2H FBXO7 FKRP FKTN FMR1 FRG1 FTL GBA1 GFM2 GIGYF2 GIPC1 GLE1 GLUD2 GMPPB GOSR2 HACD1 HLA-DQB1 HOXB1 HSPG2 ITGA7 ITPR1 JAM2 KCNH1 KCNJ6 KCNK9 KDM6A KLHL41 KMT2D KNSTRN LAMA2 LARGE1 LRP12 LRRK2 MAP3K20 MAPT MEG3 MRE11 MSTO1 MT-TT MYH2 MYH3 MYH7 MYL1 MYL2 MYMX NEB NOTCH2NLC NR4A2 OGDHL PABPN1 PANK2 PAX6 PDGFB PDGFRB PIEZO2 PIK3CD PLA2G6 PLAA PLXND1 PODXL POLG POLG2 POMT1 POMT2 PRDX3 PRNP PTRH2 PURA PYROXD1 REV3L RILPL1 RIPK4 RRM2B RTL1 RYR1 SCYL2 SELENON SGCB SLC16A2 SLC18A2 SLC20A2 SLC25A4 SLC30A10 SLC39A14 SLC52A3 SLC6A3 SLC6A8 SLC6A9 SLC9A7 SMCHD1 SNCA SNCAIP SPR SPTBN4 STAC3 SYNJ1 TAFAZZIN TANGO2 TBP TECPR2 TH TK2 TNNT1 TNPO2 TPM2 TPM3 TRIM32 TWNK TXNL4A UBA1 UBA5 UBE3A UFC1 VAMP1 VPS35 VPS41 HP_DECREASED_FERTILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_FERTILITY ACTL9 ADGRG2 AGPAT2 AIP AK7 AKAP3 ALMS1 AMH AMHR2 ANOS1 APC2 AR ARMC2 ASTL AURKC AXL BLM BMP15 BMP6 BNC1 BPY2 BRAF BRCA1 BRCA2 BRDT BRIP1 BSCL2 BTG4 C11orf80 C14orf39 C2CD6 CATIP CATSPER1 CATSPER2 CCDC103 CCDC141 CCDC34 CCDC39 CCDC40 CCDC62 CCDC65 CCDC8 CCNO CDC14A CDC20 CDH23 CDY1 CDY2A CEP112 CEP19 CFAP221 CFAP251 CFAP298 CFAP300 CFAP43 CFAP44 CFAP47 CFAP52 CFAP58 CFAP65 CFAP70 CFAP74 CFTR CHD7 CHRM3 CLDN2 CT55 CTNS CUL7 CYB5A CYP11A1 CYP17A1 CYP19A1 DAZ1 DAZ2 DAZ3 DAZ4 DCC DDX3Y DHH DHX37 DMRT3 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH10 DNAH11 DNAH17 DNAH2 DNAH5 DNAH7 DNAH8 DNAH9 DNAI1 DNAI2 DNAJB13 DNAL1 DNALI1 DNHD1 DPY19L2 DRC1 DUSP6 DZIP1 ERCC4 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FBXO43 FCGR2A FEZF1 FGD1 FGF17 FGF8 FGFR1 FIGLA FKBP6 FLRT3 FOXA2 FOXJ1 FOXL2 FSHB FSHR FSIP2 GALT GAS2L2 GAS8 GATA4 GBA2 GCM2 GCNA GGN GGPS1 GLI2 GNAS GNRH1 GNRHR H6PD HERC2 HESX1 HFE HJV HLA-DQA1 HLA-DQB1 HS6ST1 HSD17B3 HSD3B2 HSF2BP HSFY1 HYDIN IFT74 IL17RD IQCN KCNU1 KDM5D KLHL10 KPNA7 LHCGR LHX4 LMNA LRRC56 M1AP MAD2L2 MAGEL2 MAP2K1 MAP3K1 MCIDAS MEI1 MEIOB MEN1 MKRN3 MNS1 MOS MOV10L1 MPLKIP MRPS22 MSH4 MSH5 NANOS1 NDN NDNF NEK10 NLRP2 NLRP5 NME5 NME8 NPAP1 NR0B1 NR3C1 NR5A1 NSD1 NUP107 OBSL1 OCA2 ODAD1 ODAD2 ODAD3 ODAD4 OFD1 OTX2 PADI6 PALB2 PANX1 PATL2 PDE11A PDHA2 PGR PLCZ1 PLIN1 PMFBP1 PNLDC1 PNPLA6 POF1B POLR3H POR POU1F1 PPP2R3C PRKAR1A PRLR PROK2 PROKR2 PROP1 PRY PRY2 PSMC3IP PTPN11 PWAR1 PWRN1 QRICH2 RAD51 RAD51C RAF1 RBMY1A1 REC114 RFWD3 RNF212 RNF216 RPGR RPL10L RPS4Y2 RSPH1 RSPH3 RSPH4A RSPH9 SEMA3A SEMA3E SEPTIN12 SETD2 SHOC1 SIM1 SLC26A8 SLC34A2 SLX4 SNORD115-1 SNORD116-1 SNRPN SOHLH1 SOX10 SOX3 SOX9 SPAG1 SPAG17 SPATA16 SPEF2 SPIDR SPINK2 SPRY4 SRA1 SRD5A2 SRY SSX1 STAG3 STK36 STRC STUB1 SUN5 SYCE1 SYCP2 SYCP3 TACR3 TBX3 TDRD9 TEKT3 TERB1 TERB2 TEX11 TEX14 TEX15 TGFB1 TLE6 TRIP13 TSGA10 TSPY1 TTC12 TTC21A TTC29 TUBB8 UBE2T USP26 USP9Y VAMP7 VCY WDR11 WDR19 WEE2 WRN WT1 WWOX XKRY XRCC2 ZFP36L2 ZFPM2 ZMYND10 ZMYND15 ZP1 ZP2 ZP3 ZPBP ZSWIM7 HP_DECREASED_FERTILITY_IN_FEMALES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_FERTILITY_IN_FEMALES AGPAT2 AIP ASTL BLM BSCL2 BTG4 C11orf80 CCDC103 CCDC39 CCDC40 CCDC65 CCNO CDC20 CDH23 CFAP221 CFAP298 CFAP300 CFAP74 CYB5A CYP17A1 CYP19A1 DHX37 DMRT3 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAL1 DRC1 FBXO43 FIGLA FOXJ1 FOXL2 GALT GAS2L2 GAS8 GATA4 GGPS1 HSF2BP HYDIN KPNA7 LRRC56 MAP3K1 MCIDAS MEI1 MEN1 MOS MSH4 MSH5 NEK10 NLRP2 NLRP5 NME5 NME8 NR0B1 NR5A1 ODAD1 ODAD2 ODAD3 ODAD4 OFD1 PANX1 PATL2 PGR POF1B PRLR PSMC3IP REC114 RPGR RSPH1 RSPH3 RSPH4A RSPH9 SOX9 SPAG1 SPEF2 SRY STK36 TLE6 TRIP13 TTC12 TUBB8 VAMP7 WEE2 WT1 WWOX ZFP36L2 ZFPM2 ZMYND10 ZP1 ZP2 ZP3 HP_DECREASED_FERTILITY_IN_MALES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_FERTILITY_IN_MALES ACTL9 ADGRG2 AIP AK7 AKAP3 ALMS1 AMH AMHR2 AR ARMC2 AURKC BLM BPY2 BRAF BRCA1 BRCA2 BRDT BRIP1 C14orf39 C2CD6 CATIP CATSPER1 CATSPER2 CCDC103 CCDC34 CCDC39 CCDC40 CCDC62 CCDC65 CCNO CDC14A CDH23 CDY1 CDY2A CEP112 CFAP221 CFAP251 CFAP298 CFAP300 CFAP43 CFAP44 CFAP47 CFAP52 CFAP58 CFAP65 CFAP70 CFAP74 CFTR CLDN2 CT55 CTNS CYB5A CYP17A1 CYP19A1 DAZ1 DAZ2 DAZ3 DAZ4 DDX3Y DHX37 DMRT3 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH10 DNAH11 DNAH17 DNAH2 DNAH5 DNAH7 DNAH8 DNAH9 DNAI1 DNAI2 DNAJB13 DNAL1 DNALI1 DNHD1 DPY19L2 DRC1 DZIP1 ERCC4 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FBXO43 FCGR2A FKBP6 FOXJ1 FSIP2 GALT GAS2L2 GAS8 GATA4 GCM2 GCNA GGN HSD3B2 HSFY1 HYDIN IFT74 IQCN KCNU1 KDM5D KLHL10 LHCGR LRRC56 M1AP MAD2L2 MAP2K1 MAP3K1 MCIDAS MEIOB MEN1 MNS1 MOV10L1 MSH4 MSH5 NEK10 NME5 NME8 NR0B1 NR5A1 ODAD1 ODAD2 ODAD3 ODAD4 OFD1 PALB2 PDE11A PDHA2 PLCZ1 PMFBP1 PNLDC1 PPP2R3C PRKAR1A PRY PRY2 PTPN11 QRICH2 RAD51 RAD51C RBMY1A1 RFWD3 RNF212 RPGR RPL10L RPS4Y2 RSPH1 RSPH3 RSPH4A RSPH9 SEPTIN12 SHOC1 SLC26A8 SLX4 SOHLH1 SOX9 SPAG1 SPAG17 SPATA16 SPEF2 SPINK2 SRY SSX1 STAG3 STK36 STRC SUN5 SYCE1 SYCP2 SYCP3 TDRD9 TEKT3 TERB1 TERB2 TEX11 TEX14 TEX15 TGFB1 TSGA10 TSPY1 TTC12 TTC21A TTC29 UBE2T USP26 USP9Y VAMP7 VCY WDR19 WT1 WWOX XKRY XRCC2 ZFPM2 ZMYND10 ZMYND15 ZPBP ZSWIM7 HP_DECREASED_GLOMERULAR_FILTRATION_RATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_GLOMERULAR_FILTRATION_RATE AGXT ALG5 ALG9 BICC1 BSND CASR CLCNKA CLCNKB CYB561 DNAJB11 G6PC1 GANAB HGD IFT140 ITGA3 MUC1 PAX2 PBX1 PKD1 PKD2 PUS3 SLC22A12 SLC2A9 SLC34A1 SLC37A4 SLC7A7 UMOD HP_DECREASED_HEAD_CIRCUMFERENCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_HEAD_CIRCUMFERENCE AAAS AARS1 AASS ABCA2 ACADS ACADSB ACADVL ACBD5 ACD ACE ACO2 ACSF3 ACSL4 ACTB ACTG1 ACTG2 ACTL6B ADA2 ADAM22 ADAMTSL1 ADAR ADARB1 ADAT3 ADD3 ADGRG1 ADH5 ADNP ADPRS ADSL AFF2 AFF3 AFF4 AGA AGGF1 AGT AGTPBP1 AGTR1 AHCY AHSG AIMP1 AIMP2 ALDH18A1 ALDH3A2 ALDH6A1 ALG1 ALG11 ALG12 ALG13 ALG2 ALG3 ALG9 ALS2 ALX4 AMFR AMPD2 ANK1 ANK3 ANKLE2 ANKRD11 ANKRD17 AP1S2 AP2M1 AP3B1 AP3B2 AP3D1 AP4B1 AP4E1 AP4M1 AP4S1 ARCN1 ARFGEF2 ARHGAP31 ARHGEF2 ARID1A ARID1B ARID2 ARNT2 ARPC4 ARSL ARV1 ARVCF ARX ASH1L ASNS ASPA ASPM ASXL1 ASXL3 ATM ATP10A ATP11A ATP1A2 ATP1A3 ATP5F1A ATP5F1D ATP5F1E ATP5MK ATP5PO ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 ATP7A ATP9A ATPAF1 ATPAF2 ATR ATRIP ATRX AUH AUTS2 B3GALNT2 B3GLCT B4GAT1 B9D1 B9D2 BAZ1B BCAP31 BCAS3 BCL11A BCL7B BCOR BCR BDNF BICRA BLM BMP15 BMP4 BNC1 BPTF BRAT1 BRCA1 BRCA2 BRD4 BRF1 BRIP1 BRPF1 BUB1 BUB1B BUB3 BUD23 C2CD3 C2orf69 CACNA1A CACNA1B CACNA1G CACNA2D1 CAMK2A CAMK2B CAPN15 CARS1 CARS2 CASK CASZ1 CBL CC2D1A CC2D2A CCDC32 CCDC47 CCDC8 CCDC88A CD96 CDC42 CDC42BPB CDC45 CDC6 CDCA7 CDH11 CDK10 CDK13 CDK19 CDK5 CDK5RAP2 CDK6 CDKL5 CDON CDT1 CELF2 CENATAC CENPE CENPF CENPJ CENPT CEP135 CEP152 CEP290 CEP57 CEP63 CEP85L CERT1 CFC1 CHAMP1 CHD2 CHD7 CHD8 CHKA CHKB CHMP1A CHN1 CHRNA7 CHRNG CIT CKAP2L CLCN3 CLCN4 CLIP2 CLP1 CLPB CLPP CLTC CNKSR2 CNNM2 CNOT1 CNP CNTNAP1 COASY COG1 COG2 COG4 COG5 COG6 COG7 COG8 COL18A1 COL4A1 COMT COPB1 COPB2 COQ9 COX11 COX15 COX7B COX8A CPLX1 CPSF3 CPT2 CREBBP CRIPT CRKL CRLS1 CRPPA CSNK2A1 CSPP1 CTBP1 CTCF CTNNA2 CTNNB1 CTNND2 CTSD CTU2 CUL3 CUL4B CWF19L1 CYB5A CYB5R3 CYFIP2 CYP26C1 DAG1 DALRD3 DCHS1 DCPS DCX DDB2 DDX11 DDX3X DDX59 DDX6 DEAF1 DEGS1 DENND5A DGCR2 DGCR6 DGCR8 DGUOK DHCR24 DHCR7 DHDDS DHFR DHTKD1 DHX30 DHX37 DIAPH1 DISC1 DISP1 DKC1 DLAT DLD DLK1 DLL1 DLL3 DMXL2 DNA2 DNAAF4 DNAJC21 DNAJC30 DNM1 DNM1L DNMT3A DOCK6 DOHH DOLK DONSON DPAGT1 DPF2 DPH2 DPM1 DPM2 DPP6 DPYD DSG1 DSTYK DTYMK DYM DYNC1H1 DYNC1I2 DYRK1A EBF3 EDC3 EEF1A2 EFEMP2 EFL1 EFNB1 EFTUD2 EHMT1 EIF2AK2 EIF2AK3 EIF2B1 EIF2S3 EIF3F EIF4H EIF5A ELAC2 ELN ELOVL4 EMC1 EMG1 EN1 ENTPD1 EOMES EP300 EPG5 EPRS1 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC6L2 ERCC8 ESCO2 ESS2 EXOC2 EXOC7 EXOC8 EXOSC1 EXOSC3 EXOSC5 EXOSC8 EXOSC9 EXT1 EXT2 EXTL3 FAM20C FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAR1 FARS2 FARSA FARSB FAT4 FBLN5 FBN1 FBXL3 FBXL4 FBXO11 FBXO28 FBXW7 FDXR FGF12 FGF13 FGF8 FGFR1 FGFR3 FGFRL1 FH FIG4 FKBP6 FKRP FKTN FLCN FLII FLVCR2 FOXG1 FOXH1 FOXRED1 FRA10AC1 FRAS1 FREM1 FREM2 FRMD4A FSHR FTO FUS FUT8 FZD4 FZR1 G6PC3 GABBR2 GABRA2 GABRA5 GABRB2 GABRD GABRG2 GALC GALK1 GALNT2 GAS1 GATA1 GATA4 GATA6 GBA1 GEMIN4 GET4 GFM1 GFM2 GINS1 GJA1 GJA5 GJA8 GJB3 GJB4 GLE1 GLI2 GLS GLYCTK GMNN GMPPA GMPPB GNAO1 GNB1 GNB5 GNPAT GOLGA2 GON7 GORAB GOT2 GP1BB GPKOW GPT2 GRIA2 GRIA4 GRIK2 GRIN1 GRIN2A GRIN2B GRIN2D GRIP1 GRM7 GSC GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GTPBP2 H3-3A H3-3B H4C3 H4C5 HAAO HACE1 HBA1 HBA2 HCCS HCFC1 HCN1 HDAC4 HDAC8 HEATR3 HES7 HHAT HIKESHI HIRA HIVEP2 HMGA2 HMGB3 HMGCL HNMT HNRNPH1 HNRNPH2 HNRNPK HNRNPR HNRNPU HPD HPDL HSD17B10 HSPD1 HSPG2 HTRA2 HUWE1 IARS1 IBA57 IER3IP1 IFIH1 IFT140 IFT74 IGF1 IGF1R IKBKG INPP5E INPP5K INSR INTS8 IPO8 IQSEC1 IQSEC2 ISCA1 ITGA3 ITGB6 ITPA JAM2 JAM3 JARID2 JMJD1C KANSL1 KARS1 KAT5 KAT6A KAT6B KATNB1 KCNA1 KCNA2 KCNA4 KCNAB2 KCNB1 KCNH1 KCNJ2 KCNJ6 KCNMA1 KCNN2 KCNQ2 KCNT1 KCTD7 KDM5C KDM6A KDSR KIF11 KIF14 KIF15 KIF1A KIF1C KIF2A KIF5A KIF5C KIFBP KIT KMT2A KMT2B KMT2C KMT2D KNL1 KYNU L1CAM LAGE3 LAMB2 LARGE1 LARP7 LARS1 LAS1L LDHD LEMD2 LEMD3 LETM1 LFNG LGI3 LIAS LIG4 LIMK1 LINGO1 LINS1 LIPT2 LMBRD2 LMNB1 LMNB2 LMX1B LONP1 LRP5 LRPPRC LSM11 LSS LTBP1 LTC4S LUZP1 MAB21L1 MACF1 MAD1L1 MAD2L2 MAFB MAP1B MAPK1 MAPK8IP3 MAPKAPK5 MAPRE2 MARS1 MASP1 MBD5 MBOAT7 MBTPS2 MCM4 MCM7 MCOLN1 MCPH1 MCTP2 MDH1 MECP2 MED12 MED17 MED23 MED25 MED27 MEG3 MEIS2 MESD MESP2 METTL27 METTL5 MFF MFSD2A MGAT2 MGME1 MICOS13 MICU1 MID1 MINPP1 MIPEP MIR17HG MKS1 MLXIPL MMACHC MMP23B MOCS1 MOCS2 MORC2 MPC1 MPDU1 MPDZ MPLKIP MRPS22 MRPS25 MRPS28 MRPS34 MSH4 MSMO1 MT-ATP6 MT-ATP8 MT-ND1 MT-ND2 MT-ND3 MTFMT MTHFR MTHFS MTRR MTSS2 MVK MYCN MYH3 MYMK MYMX MYO18B MYORG MYSM1 NAA10 NACC1 NADK2 NAGS NALCN NANS NAPB NARS1 NARS2 NAT8L NBEA NBN NCAPD2 NCAPD3 NCAPG2 NCAPH NCF1 NDE1 NDP NDUFA1 NDUFA11 NDUFA2 NDUFA6 NDUFA8 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB9 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NECAP1 NEK9 NELFA NEUROD2 NEXMIF NF1 NFASC NFIX NGLY1 NHEJ1 NHP2 NIN NIPA1 NIPA2 NIPBL NKX2-1 NKX3-2 NODAL NOP10 NR5A1 NRCAM NSD1 NSD2 NSDHL NSF NSMCE2 NSRP1 NSUN2 NSUN3 NTNG1 NTNG2 NTRK2 NUBPL NUP107 NUP133 NUP188 NUP214 NUP37 NUP85 NUS1 OCA2 OCLN OFD1 OGDHL OGT ORC1 ORC4 ORC6 OSGEP OSTM1 OTUD5 OTUD6B P4HTM PACS1 PACS2 PAFAH1B1 PAH PAK3 PALB2 PAPPA2 PARN PARS2 PAX3 PAX6 PCDH12 PCDHGC4 PCGF2 PCLO PCNA PCNT PDCD6IP PDE2A PDGFB PDGFRB PDHA1 PDHX PDPN PET100 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PGAP1 PGAP2 PGAP3 PHACTR1 PHC1 PHF6 PHF8 PHGDH PI4KA PIDD1 PIEZO2 PIGA PIGF PIGG PIGH PIGL PIGO PIGP PIGQ PIGS PIGV PIGW PIGY PIK3CD PIK3R1 PISD PLAA PLAG1 PLCB1 PLCH1 PLEKHG2 PLK4 PLP1 PLPBP PLXNA1 PMM2 PMPCB PNKP PNPLA6 PNPO POC1A POGZ POLA1 POLE POLG POLH POLR1A POLR1B POLR2A POLR3B POLR3GL POLR3H POLR3K POLRMT POMGNT1 POMGNT2 POMK POMT1 POMT2 POR PORCN PPFIBP1 PPP1R12A PPP1R15B PPP2CA PPP2R1A PPP3CA PPT1 PQBP1 PRDM16 PRDX1 PRIM1 PRKAR1B PRKCZ PRKD1 PRKDC PRMT7 PRORP PRR12 PRUNE1 PSAP PSAT1 PSMB1 PSMC1 PSMC3IP PSPH PTCH1 PTDSS1 PTEN PTF1A PTPN23 PTRH2 PTS PUF60 PURA PUS1 PUS3 PUS7 PYCR1 PYCR2 QARS1 QDPR QRICH1 RAB11B RAB18 RAB3GAP1 RAB3GAP2 RAC1 RAD21 RAD50 RAD51 RAD51C RAI1 RARS1 RARS2 RB1 RBBP8 RBM28 RBPJ RECQL RELN REN RERE RFC2 RFT1 RFWD3 RFX7 RHOBTB2 RIC1 RIPK4 RIPPLY2 RLIM RNASEH2A RNASEH2B RNASEH2C RNASET2 RNF113A RNF13 RNF168 RNF2 RNPC3 RNU12 RNU4ATAC RNU7-1 ROGDI RPGRIP1 RPGRIP1L RPL10 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS23 RPS24 RPS26 RPS27 RPS28 RPS29 RPS6KA3 RPS7 RREB1 RRP7A RSPRY1 RSRC1 RTEL1 RTL1 RTTN RUSC2 RXYLT1 SALL1 SALL4 SAMD9L SAMHD1 SARS1 SASS6 SATB1 SATB2 SBF1 SC5D SCN1A SCN1B SCN2A SCN3A SCN8A SCUBE3 SCYL2 SDHA SDHAF1 SDHB SDHD SEC24C SELENOI SEMA3E SEMA5A SEPSECS SERAC1 SET SETD2 SF3B4 SGPL1 SHANK3 SHH SHMT2 SIGMAR1 SIK1 SIL1 SIN3A SIN3B SIX3 SIX6 SKI SLC12A5 SLC12A6 SLC13A5 SLC16A2 SLC18A2 SLC1A2 SLC1A4 SLC20A2 SLC25A1 SLC25A12 SLC25A19 SLC25A20 SLC25A22 SLC25A24 SLC25A46 SLC2A1 SLC30A10 SLC30A9 SLC32A1 SLC35A1 SLC35A2 SLC35A3 SLC35C1 SLC38A3 SLC39A14 SLC5A6 SLC6A1 SLC6A8 SLC6A9 SLC9A6 SLX4 SMAD4 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMC5 SMG8 SMG9 SMO SMPD4 SNAI2 SNAP29 SNRPB SNRPN SOX11 SOX2 SOX4 SP110 SPART SPATA5 SPATA5L1 SPEN SPG11 SPIDR SPOP SPR SPTAN1 SPTBN1 SPTLC1 SRCAP SRPX2 SSR4 ST3GAL5 STAC3 STAG1 STAG2 STAMBP STAT5B STIL STT3A STT3B STX1A STXBP1 SUCLA2 SUCLG1 SUFU SUMF1 SUOX SUPT16H SVBP SYNE1 SYNGAP1 SYNJ1 SZT2 TAF1 TAF13 TAF2 TAF6 TANC2 TANGO2 TAPT1 TARS1 TASP1 TAT TBC1D20 TBC1D23 TBC1D24 TBCD TBCE TBCK TBL1XR1 TBL2 TBX1 TBX4 TBX6 TCF4 TCTN1 TCTN2 TCTN3 TDGF1 TDP2 TECPR2 TELO2 TERT TET3 TFAP2A TGIF1 THOC2 THOC6 THUMPD1 TIMMDC1 TINF2 TLK2 TMCO1 TMEM107 TMEM126B TMEM163 TMEM165 TMEM216 TMEM222 TMEM231 TMEM237 TMEM260 TMEM270 TMEM67 TMEM70 TMTC3 TMX2 TNPO2 TNRC6B TOE1 TOP3A TOR1A TP53 TP53RK TPK1 TPRKB TRAIP TRAK1 TRAPPC10 TRAPPC11 TRAPPC12 TRAPPC14 TRAPPC2L TRAPPC4 TRAPPC6B TRAPPC9 TREX1 TRIM8 TRIO TRIP12 TRIP13 TRIT1 TRMT1 TRMT10A TRPS1 TRRAP TSEN15 TSEN2 TSEN34 TSEN54 TSPAN12 TSPEAR TSR2 TTC5 TTI2 TUBA1A TUBB TUBB2B TUBB3 TUBB4A TUBG1 TUBGCP2 TUBGCP4 TUBGCP6 TUFM TUSC3 TXN2 TXNDC15 TYMS UBA5 UBE2T UBE3A UBE3B UBE4B UBR1 UBTF UFC1 UFD1 UFM1 UFSP2 UGDH UGP2 UNC80 UPB1 UQCRC2 USP18 USP7 VAC14 VARS1 VARS2 VIPAS39 VPS11 VPS13B VPS13D VPS33A VPS33B VPS37A VPS37D VPS4A VPS50 VPS51 VPS53 VRK1 WARS1 WASHC4 WBP11 WDFY3 WDR11 WDR26 WDR37 WDR4 WDR45B WDR62 WDR73 WLS WT1 WWOX XPA XPC XPR1 XRCC2 XRCC4 XYLT1 YARS1 YARS2 YIF1B YIPF5 YME1L1 YRDC YWHAG ZBTB11 ZBTB18 ZC4H2 ZEB2 ZIC1 ZIC2 ZMYM2 ZNF148 ZNF292 ZNF335 ZNF408 ZNF526 ZNF592 ZNF668 ZNF699 ZNHIT3 ZPR1 ZSWIM6 ZSWIM7 HP_DECREASED_HIP_ABDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_HIP_ABDUCTION CHST3 MATN3 NFIX PIEZO2 TNNT1 TPM2 HP_DECREASED_INHIBIN_B_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_INHIBIN_B_LEVEL MAGEL2 NDN OCA2 POR SNRPN XRCC2 HP_DECREASED_LACRIMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_LACRIMATION AAAS ALX4 AP1B1 CLDN10 DST ELP1 ERCC4 ERCC6 ERCC8 FGF10 FGFR2 FGFR3 FOXL2 GMPPA LIFR MADD MAPT NGLY1 PAX1 PIGQ PRDM12 SETBP1 SLC12A2 SOX10 TRAPPC11 HP_DECREASED_LDL_CHOLESTEROL_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_LDL_CHOLESTEROL_CONCENTRATION ALG6 ANGPTL3 APOA5 APOB APOC3 B4GALT1 FDFT1 GPIHBP1 LDLRAP1 MSMO1 MTTP NGLY1 PANK2 SAR1B HP_DECREASED_LIBIDO https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_LIBIDO AIP CDH23 CDKN1A CDKN1B CDKN2B CDKN2C FSHB MEN1 TRANK1 HP_DECREASED_LIGHT_AND_DARK_ADAPTED_ELECTRORETINOGRAM_AMPLITUDE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_LIGHT_AND_DARK_ADAPTED_ELECTRORETINOGRAM_AMPLITUDE ACOX1 ALG3 BEST1 CYP4V2 GUCY2D IDH3B IDS LARGE1 LRAT MCOLN1 POMGNT1 PPT1 RGR RHO SAG USP45 HP_DECREASED_LYMPHOCYTE_APOPTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_LYMPHOCYTE_APOPTOSIS CASP10 CASP8 FAS FASLG KRAS NRAS HP_DECREASED_LYMPHOCYTE_PROLIFERATION_IN_RESPONSE_TO_ANTI_CD3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_LYMPHOCYTE_PROLIFERATION_IN_RESPONSE_TO_ANTI_CD3 IL2RA JAK3 KNSTRN MALT1 MCM10 PIK3CD RAC2 SLF2 STAT1 TNFRSF9 HP_DECREASED_LYMPHOCYTE_PROLIFERATION_IN_RESPONSE_TO_MITOGEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_LYMPHOCYTE_PROLIFERATION_IN_RESPONSE_TO_MITOGEN CD247 CD27 CD3D CD3E CIITA EXTL3 IKBKB IL2RA IL2RG IL7R JAK3 KNSTRN MALT1 MCM10 MGAT2 PIK3CD PNP RAC2 RAG1 RAG2 RASGRP1 RFX5 RFXANK RFXAP SLF2 STAT1 SYK TNFRSF9 ZAP70 HP_DECREASED_MEAN_CORPUSCULAR_HEMOGLOBIN_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_MEAN_CORPUSCULAR_HEMOGLOBIN_CONCENTRATION CD46 CFH CFI HBB HELLPAR RHAG HP_DECREASED_MEAN_CORPUSCULAR_VOLUME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_MEAN_CORPUSCULAR_VOLUME GLRX5 HBB LPIN2 NHLRC2 SLC11A2 SLC25A38 SLC4A1 SPTB STEAP3 TRNT1 HP_DECREASED_METHYLCOBALAMIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_METHYLCOBALAMIN ABCD4 LMBRD1 MMACHC MMADHC MTHFD1 MTR MTRR PRDX1 HP_DECREASED_METHYLMALONYL_COA_MUTASE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_METHYLMALONYL_COA_MUTASE_ACTIVITY MMAA MMAB MMACHC MMADHC PRDX1 HP_DECREASED_MINIATURE_ENDPLATE_POTENTIALS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_MINIATURE_ENDPLATE_POTENTIALS AGRN AK9 CHAT CHRNA1 CHRNB1 CHRND CHRNE COL13A1 DOK7 LRP4 MUSK RAPSN SCN4A HP_DECREASED_MUSCLE_MASS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_MUSCLE_MASS AKT1 ALDOA AP4E1 ATP6V0A2 ATP6V1A ATP6V1E1 B4GALT1 BMP6 CHRNE CHST14 COL12A1 COLQ CPLX1 CTBP1 DSE ECEL1 FARSA FBN1 FGFRL1 FSHB FUCA1 FUZ G6PC1 GFPT1 GRB10 GYG1 HERC2 HFE HSD17B4 LETM1 LIG3 LMX1B MAGEL2 MAP3K7 MKRN3 MUSK NOTCH3 NPAP1 NSD2 PANK2 PIEZO2 PLOD1 POLG PTEN PWAR1 PWRN1 PYCR1 RAB18 RRM2B RUSC2 SLC9A6 SMS SNORD115-1 SNORD116-1 SPARC STRADA TBC1D20 TGFB3 TRIM2 TYMP VANGL1 HP_DECREASED_NASAL_NITRIC_OXIDE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_NASAL_NITRIC_OXIDE ARL2BP CCDC65 CCNO CFAP298 CFAP300 CFAP45 CFAP52 CFAP74 DNAAF5 DNAAF6 DNAH11 DNAH5 DNAH9 DNAI2 DNAJB13 DRC1 LRRC56 MCIDAS ODAD3 ODAD4 RSPH1 RSPH3 RSPH4A RSPH9 SPAG1 WDR19 ZMYND10 HP_DECREASED_NUMBER_OF_LARGE_PERIPHERAL_MYELINATED_NERVE_FIBERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_NUMBER_OF_LARGE_PERIPHERAL_MYELINATED_NERVE_FIBERS APTX ELP1 GDAP1 HK1 HSPB8 LIG3 LMNA MFN2 MME NEFL PLEKHG5 PNPT1 POLG PRX RRM2B SACS SH3TC2 SPTLC1 TWNK TYMP HP_DECREASED_NUMBER_OF_PERIPHERAL_MYELINATED_NERVE_FIBERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_NUMBER_OF_PERIPHERAL_MYELINATED_NERVE_FIBERS APTX DHH DNM2 DNMT1 EGR2 ELP1 FGD4 FLRT1 GAN GDAP1 GJB1 HK1 HSPB8 JPH1 KIF1A KIF1B KLC2 LIG3 LMNA MFN2 MME MPV17 MPZ MTRFR NEFL NGF NTRK1 PLEKHG5 PMP22 PNPT1 POLG PRX RAB7A RAI1 RETREG1 RRM2B SACS SBF2 SCN9A SH3TC2 SPG11 SPTLC1 TDP1 TFG TRIM2 TWNK TYMP VPS13A WNK1 HP_DECREASED_PALMAR_CREASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_PALMAR_CREASES AUTS2 CHST14 DSE PIEZO2 PLOD3 HP_DECREASED_PATELLAR_REFLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_PATELLAR_REFLEX ATP9A BICD2 DYNC1H1 FBLN5 HADHA HADHB LDB3 MYH14 REEP1 HP_DECREASED_PREALBUMIN_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_PREALBUMIN_LEVEL CRLF1 FOXP3 HLA-DQA1 HLA-DQB1 NOS1 HP_DECREASED_PROPORTION_OF_CD3_POSITIVE_T_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_PROPORTION_OF_CD3_POSITIVE_T_CELLS CD247 CD3D CD3E DCLRE1C IL2RG IL7R PGM3 PNP RAG1 RAG2 HP_DECREASED_PROPORTION_OF_CD4_POSITIVE_HELPER_T_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_PROPORTION_OF_CD4_POSITIVE_HELPER_T_CELLS ATM CASP10 CIITA DOCK8 EPG5 EXTL3 FAS FASLG IKBKB IL2RG IL7R ITK IVNS1ABP KNSTRN LCK LEP LEPR MAGT1 MYC NSMCE3 PGM3 PIK3CD PRKCD RASGRP1 RFX5 RFXANK RFXAP SASH3 TOM1 UNC119 WAS HP_DECREASED_PROPORTION_OF_CD8_POSITIVE_T_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_PROPORTION_OF_CD8_POSITIVE_T_CELLS CD3G CD8A EXTL3 IKBKB IL2RG IL7R NSMCE3 PIK3CG WAS WIPF1 ZAP70 HP_DECREASED_PROPORTION_OF_CLASS_SWITCHED_MEMORY_B_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_PROPORTION_OF_CLASS_SWITCHED_MEMORY_B_CELLS CD19 CTNNBL1 FNIP1 HYOU1 ICOS IL21 IL6R IRF2BP2 LCP2 LRBA PIK3CD PLCG2 PRKCD REL SOCS1 TET2 HP_DECREASED_PROPORTION_OF_NAIVE_T_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_PROPORTION_OF_NAIVE_T_CELLS IL2RG PIK3R1 SASH3 SMARCAL1 SYK HP_DECREASED_SERUM_CREATININE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_SERUM_CREATININE AVPR2 GALNT2 GAMT NFE2L2 NT5E HP_DECREASED_SERUM_INSULIN_LIKE_GROWTH_FACTOR_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_SERUM_INSULIN_LIKE_GROWTH_FACTOR_1 ADAT3 ALG12 CTSK DCAF17 GALT GH1 GHR GHRHR GHSR IGF1 IGFALS KIAA0753 MCTP2 MED12 MPDU1 NFKB2 PGM1 RBM28 ROBO1 SIK3 SMPD1 SOX3 STAT5B HP_DECREASED_SERUM_IRON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_SERUM_IRON CARD9 COL7A1 CP FOXP1 PIGA SKIC2 TRNT1 HP_DECREASED_SERUM_LEPTIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_SERUM_LEPTIN AGPAT2 AKT2 BANF1 BSCL2 CIDEC KCNJ6 LEP LEPR LIPE LMNA ZMPSTE24 HP_DECREASED_SERUM_ZINC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_SERUM_ZINC COL7A1 IARS1 MMP1 SLC30A2 SLC39A4 HP_DECREASED_SIZE_OF_NERVE_TERMINALS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_SIZE_OF_NERVE_TERMINALS AGRN AK9 CHRNA1 CHRNB1 CHRND CHRNE COL13A1 COLQ DOK7 GFPT1 LAMB2 LRP4 MUSK RAPSN SCN4A HP_DECREASED_SKULL_OSSIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_SKULL_OSSIFICATION ALG9 ALPL ALX4 ANTXR1 BMPER COL1A1 COL1A2 COL2A1 CREB3L1 CRTAP EXT2 FAM111A FGFR2 FIG4 HDAC6 IFT43 INTU LAMA5 LBR LMNA MPL NOTCH2 P3H1 PHF21A PPIB PPP3CA RUNX2 SEC23A SERPINH1 SLC25A19 SLC25A24 TAPT1 TBCE THPO TRIP11 TXNDC15 VAC14 WNT7A ZMPSTE24 HP_DECREASED_SPECIFIC_ANTIBODY_RESPONSE_TO_POLYSACCHARIDE_VACCINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_SPECIFIC_ANTIBODY_RESPONSE_TO_POLYSACCHARIDE_VACCINE B2M CARD11 CASP8 CD19 CORO1A CR2 HYOU1 ICOS IKBKG SASH3 TNFRSF13B TNFRSF13C HP_DECREASED_SPECIFIC_ANTIBODY_RESPONSE_TO_PROTEIN_VACCINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_SPECIFIC_ANTIBODY_RESPONSE_TO_PROTEIN_VACCINE AICDA ALG12 ARHGEF1 CD247 CD70 CD81 CORO1A CTPS1 MALT1 REL RIPK1 TCF3 TNFRSF9 HP_DECREASED_SPECIFIC_ANTIBODY_RESPONSE_TO_VACCINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_SPECIFIC_ANTIBODY_RESPONSE_TO_VACCINATION AICDA ALG12 ARHGEF1 B2M BTK CARD11 CARMIL2 CASP8 CD19 CD247 CD70 CD81 CORO1A CR2 CTPS1 HYOU1 ICOS IKBKG IRF2BP2 KNSTRN LRBA MALT1 PIK3CD RAC2 REL RIPK1 SASH3 TCF3 TNFRSF13B TNFRSF13C TNFRSF9 HP_DECREASED_SPECIFIC_ANTI_POLYSACCHARIDE_ANTIBODY_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_SPECIFIC_ANTI_POLYSACCHARIDE_ANTIBODY_LEVEL CASP10 COG6 FAS FASLG IL2RA MAGT1 PRKCD RASGRP1 WAS HP_DECREASED_SPECIFIC_PNEUMOCOCCAL_ANTIBODY_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_SPECIFIC_PNEUMOCOCCAL_ANTIBODY_LEVEL CD81 CR2 CTPS1 IGHG2 IGKC PIK3CD TNFRSF9 ZAP70 HP_DECREASED_TESTICULAR_SIZE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_TESTICULAR_SIZE ALMS1 ANOS1 ARL6 ARX ATRX AXL B4GAT1 BBS1 BRCC3 CATIP CCDC141 CCDC28B CCDC34 CDKN1C CEP112 CFTR CHD7 CHRM3 CT55 CTDP1 CUL4B CUL7 CYB5A CYP11A1 CYP11B1 CYP17A1 DAZ1 DAZ2 DAZ3 DAZ4 DCAF17 DCC DDB2 DDX3Y DHX37 DKC1 DMRT3 DMXL2 DNAH10 DNAJC19 DNHD1 DUSP6 ERCC2 ERCC3 ERCC4 ERCC5 FAM111A FANCM FBN1 FBXO43 FEZF1 FGF17 FGF8 FGFR1 FLRT3 FMR1 FOXA2 FSHB GATA4 GBA2 GLI2 GLI3 GNRH1 GNRHR HDAC8 HESX1 HS6ST1 HSD3B2 HSPG2 IL17RD KCNJ6 KDM5C KISS1 KISS1R KLHL10 LEP LEPR LHCGR LHX4 MAGEL2 MAP3K1 MAP3K7 MBTPS2 MCM8 MEIOB MOV10L1 MSH5 NAA10 NANOS1 NDN NDNF NHLH2 NR0B1 NR5A1 NSMF OCA2 OGT OTX2 PDHA2 PHF6 PHF8 PHGDH PMM2 PNLDC1 POLA1 POU1F1 PQBP1 PROK2 PROKR2 PROP1 RAB18 RBMY1A1 RLIM RNF113A RNF212 RPL10 RPL10L RSPO1 SAMD9 SATB2 SEMA3A SEMA3E SHOC1 SIM1 SLC29A3 SLC39A4 SNRPN SOHLH1 SOX10 SOX3 SOX9 SPAG17 SPRY4 SRA1 SRY STAG3 SYCE1 SYCP3 TAC3 TACR3 TAF4B TBC1D20 TCTN3 TDRD9 TERB1 TERB2 TEX11 TEX14 TEX15 THOC2 TOGARAM1 TSPY1 TYMS USP9Y VAMP7 WDR11 WT1 WWOX XPA XPC XRCC2 ZFPM2 ZMYND15 ZPR1 HP_DECREASED_THALAMIC_VOLUME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_THALAMIC_VOLUME EXOC7 FKRP GMPPB GSX2 MED17 POMGNT1 POMK POMT1 POMT2 SLC2A1 HP_DECREASED_THYROID_STIMULATING_HORMONE_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_THYROID_STIMULATING_HORMONE_LEVEL CPE HESX1 KCNJ18 LHX3 LHX4 OTX2 POU1F1 PROP1 ROBO1 TSHB TSHR HP_DECREASED_T_CELL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_T_CELL_ACTIVATION CARMIL2 CASP8 CD40LG EPG5 LEP LEPR MAGT1 RNU4ATAC TGFB1 HP_DECREASED_URINARY_POTASSIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_URINARY_POTASSIUM CACNA1S CLCNKB GABRA3 KCNJ18 SERPINA6 SLC12A3 HP_DECREASED_URINE_OUTPUT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_URINE_OUTPUT ACE AGT AGTR1 APRT C3 CAV1 CCN2 CCR6 CD46 CFB CFH CFHR1 CFHR3 CFI DZIP1L HLA-DRB1 IRF5 LPIN1 MT-CO1 MT-CO3 MYH11 OBSCN PAX2 PBX1 PKHD1 REN RYR1 SLC22A12 SLC25A20 THBD HP_DECREASED_VIGILANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DECREASED_VIGILANCE ATP1A2 CACNA1A CDKN1A CDKN1B CDKN2B CDKN2C MEN1 PLP1 PRRT2 SCN1A HP_DEEPLY_SET_EYE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DEEPLY_SET_EYE ABL1 AGL AGO2 AHDC1 ALKBH8 ALMS1 ANKRD17 AP1S2 ARNT2 ASH1L ASXL3 ATAD3A ATN1 BAP1 BBS7 BCR BICRA BPTF BRCC3 CACNA1G CAMK2B CAMTA1 CARS1 CASZ1 CDH2 CDKL5 CENPF CEP57 CHN1 CILK1 CNOT3 COA3 COL3A1 COL5A1 COX5A COX8A CRB1 CREBBP CRKL CRPPA CTBP1 CTCF DCPS DEAF1 DHPS DIS3L2 DLK1 DNAJC21 DNM1L DPH5 DPYD DPYSL5 DYRK1A EBF3 EDEM3 EEF1A2 EIF5A EMC1 EP300 EPB41L1 ERCC1 ERCC2 ERCC4 ERCC6 ERCC8 EXOSC2 EXTL3 FARSA FARSB FBN1 FBXO11 FBXO31 FIBP FLII FMR1 FOXF1 GABRD GATA4 GATAD2B GJA1 GJA5 GJA8 GLYCTK GNB2 GNS GORAB GPKOW GRIA3 GRIN1 GSC H3-3A H4C5 HACE1 HDAC4 HDAC8 HECW2 HHAT HMGA2 HS6ST2 HSPG2 HUWE1 HYLS1 IARS2 IGF1R IL6ST IPO8 IQSEC2 JAG1 JARID2 KAT6A KCNAB2 KCNK4 KDM5C KIDINS220 KIF7 KMT2B KMT2E KNSTRN LARP7 LAS1L LEMD3 LIFR LUZP1 MAD1L1 MAFB MAPK1 MAPK8IP3 MED12L MEF2C MEG3 MEIS2 MIPEP MMP23B MSL3 MYH3 NAA10 NALCN NDP NEDD4L NF1 NFIX NGF NOVA2 NTRK1 OCRL ODC1 OPHN1 ORAI1 OSGEP PAK1 PAK3 PDCD6IP PDPN PGAP1 PHF6 PHIP PIEZO2 PIGU PIGY PIK3CA PIK3CD PIK3R1 PLEC PLP1 POC1A POLR3A POU1F1 POU4F1 PPP2R5D PRDM16 PRKCZ PRKDC PRMT7 PRPS1 PRR12 PSMD12 PUF60 PUS7 PYCR1 RAB3GAP1 RAB3GAP2 RAI1 RALGAPA1 RARS2 RECQL RERE RHOBTB2 RNF2 RTL1 SALL4 SATB2 SCN4A SEPTIN9 SETBP1 SETD1A SH3PXD2B SHANK3 SIN3A SKI SLC35A1 SLC9A6 SLC9A7 SMAD4 SMC1A SNRPN SON SPEN SPOP SPTBN1 SRC SRCAP SSR4 STAG1 STAT3 STIM1 SUOX SYNGAP1 TAF1 TAFAZZIN TBC1D20 TBCD TBCE TBCK TBL1XR1 TBX15 TCF20 TCF4 TGFB2 THOC6 TMEM237 TMEM67 TMEM94 TOGARAM1 TPR TPRKB TRIM8 TRIP13 TRPM3 TRRAP TTC26 TTI2 UBE2A UBE3A UBE4B UGDH WAC WASF1 XRCC4 YARS1 ZBTB20 ZC4H2 ZEB2 ZNF668 ZPR1 HP_DEEP_PALMAR_CREASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DEEP_PALMAR_CREASE AIP ASXL1 ASXL2 ASXL3 ATP6V0A2 ATP6V1B2 BRAF CDK10 DPYD GPR101 HNRNPK HRAS KCNH1 KCNMA1 KCNN3 KRAS LTBP1 MAP2K1 MAP2K2 MTOR MTX2 OTUD5 PGM2L1 PRR12 RBM10 SHOC2 SLC25A24 SPECC1L SPRED2 TBL1XR1 VPS33A HP_DEEP_PHILTRUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DEEP_PHILTRUM ARID2 ARNT2 ATP6V1B2 AUTS2 BRAF CBL CDKL5 CHSY1 CREBBP DLK1 DNMT3A DPM2 DPYD EBF3 EED EFTUD2 EP300 EXT1 EZH2 FBN1 GNB2 H3-3A H4C5 H4C9 HRAS HS2ST1 HSPG2 IL6ST INTS1 JARID2 KCNK4 KIF11 MAP3K7 MED12 MEG3 MGP MYH8 NAA10 NAA20 NBN NOVA2 NRAS NRCAM NSD1 OCRL OFD1 PAM16 PBX1 PIGS PIGT PPP1CB PRKACB PURA RAD21 RTL1 RYR1 SETD5 SHOC2 SLC35C1 SMOC1 SMPD4 SNX14 SUZ12 TALDO1 TCF4 TFAP2A TOE1 TRPS1 UBE2A ZIC2 ZNF148 HP_DEEP_PLANTAR_CREASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DEEP_PLANTAR_CREASES ABCC9 AIP ASXL1 ATP6V0A2 ATP6V1B2 CREBBP EP300 ERCC6 GPR101 HNRNPK HRAS KCNH1 KCNJ8 KCNMA1 KCNN3 MTOR PIGN PIGQ PRKD1 TBL1XR1 HP_DEEP_SET_NAILS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DEEP_SET_NAILS EED EZH2 HRAS NSD1 SUZ12 HP_DEEP_VENOUS_THROMBOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DEEP_VENOUS_THROMBOSIS AKT1 ALG6 EPAS1 F13A1 F2 F5 F8 F9 HABP2 MMACHC MTHFR MTRR PIEZO1 PIGA PMM2 PROC PROS1 SERPINC1 SERPIND1 THBD UBA1 HP_DEFECTIVE_DNA_REPAIR_AFTER_ULTRAVIOLET_RADIATION_DAMAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DEFECTIVE_DNA_REPAIR_AFTER_ULTRAVIOLET_RADIATION_DAMAGE AARS1 CARS1 DDB2 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 GTF2E2 GTF2H5 MPLKIP RNF113A TARS1 XPA XPC HP_DEFECTIVE_T_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DEFECTIVE_T_CELL_PROLIFERATION CD3E CTPS1 LIG1 MRTFA RASGRP1 TGFB1 WIPF1 HP_DEFICIENT_EXCISION_OF_UV_INDUCED_PYRIMIDINE_DIMERS_IN_DNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DEFICIENT_EXCISION_OF_UV_INDUCED_PYRIMIDINE_DIMERS_IN_DNA ERCC4 FANCA FANCC FANCD2 FANCE HP_DEFICIT_IN_GRAMMAR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DEFICIT_IN_GRAMMAR CHMP2B FOXP2 GALT GRN MAPT PSEN1 TMEM106B TREM2 VCP HP_DEFICIT_IN_PHONOLOGIC_SHORT_TERM_MEMORY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DEFICIT_IN_PHONOLOGIC_SHORT_TERM_MEMORY GSN MAPT PRNP RNASEH1 RRM2B HP_DEFORMED_RIB_CAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DEFORMED_RIB_CAGE CYP27B1 CYP2R1 DNAJC21 EFL1 SBDS SLC34A3 SRP54 VDR HP_DEFORMED_SELLA_TURCICA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DEFORMED_SELLA_TURCICA ADAMTSL2 ALDH18A1 DYM FLNA GNPTAB GUSB IDUA MAF MTX2 NOTCH2 OBSL1 PLOD3 POP1 PTCH1 RMRP SLC17A5 TRIM37 VPS33A HP_DEFORMED_TARSAL_BONES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DEFORMED_TARSAL_BONES ADAMTSL1 ATP6AP2 COL1A2 ECEL1 EZH2 GDF5 HOXD10 KANSL1 MET NALCN PHGDH TNNI2 TPM2 ZEB2 HP_DEGENERATION_OF_ANTERIOR_HORN_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DEGENERATION_OF_ANTERIOR_HORN_CELLS AGTPBP1 ANXA11 ASAH1 ATXN3 CEP126 CPLANE1 DCTN1 EXOSC3 EXOSC8 EXOSC9 IGHMBP2 NEFH PRPH SETX SLC25A46 SMN1 SMN2 SOD1 TFG UBA1 VRK1 HP_DEGENERATION_OF_THE_LATERAL_CORTICOSPINAL_TRACTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DEGENERATION_OF_THE_LATERAL_CORTICOSPINAL_TRACTS ATL1 CHCHD10 CPT1C DCTN1 FUS KPNA3 NEFH NIPA1 PLP1 PRPH RTN2 SLC33A1 SOD1 SPAST SPG11 SPG7 SQSTM1 TARDBP TBK1 UBAP1 VCP WASHC5 HP_DEGENERATION_OF_THE_STRIATUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DEGENERATION_OF_THE_STRIATUM ADAR ATXN3 HTT IFIH1 LSM11 PDE8B RNASEH2A RNASEH2B RNASEH2C RNU7-1 SAMHD1 SLC2A3 TREX1 HP_DEHYDRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DEHYDRATION ABCA12 ABCC8 ACAD8 ACAT1 ACSF3 AGXT AK2 ALOX12B ALOXE3 AQP2 ASPRV1 ATP1A2 ATP1A3 ATP6V0A4 AVPR2 BLNK BSND CA12 CACNA1A CD79A CD79B CDKN1A CDKN1B CDKN2B CDKN2C CFTR CLCNKA CLCNKB CLMP CLPB CTNS CYC1 CYP11A1 CYP11B2 CYP24A1 CYP4F22 DBH EGFR EHHADH EIF2AK3 EPCAM ERCC6 FCGR2A GATM GCK HMGCL HSD3B2 HYMAI IGHM IGLL1 INS IVD KCNJ1 KCNJ11 LAMA3 LAMB3 LAMC2 LCT LIPN LRRC8A MCEE MEN1 MMAA MMAB MMACHC MMUT MRPS28 MYO5B NARS2 NDUFAF6 NEUROG3 NIPAL4 NLRP3 NR0B1 NR3C2 OCRL PCCA PCCB PDX1 PERCC1 PIK3R1 PKHD1 PLAGL1 SCNN1A SCNN1B SCNN1G SDR9C7 SLC12A1 SLC1A3 SLC22A5 SLC26A3 SLC34A1 SLC39A7 SLC5A1 SLC5A2 SPI1 SPINK5 STAT3 STX3 SULT2B1 TCF3 TGFB1 TGM1 UNC45A VPS33B ZFP57 HP_DELAYED_ABILITY_TO_CRAWL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DELAYED_ABILITY_TO_CRAWL CELF2 CTNNB1 HIVEP2 MDH2 MRPS25 PGAP1 RBL2 SON HP_DELAYED_ABILITY_TO_ROLL_OVER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DELAYED_ABILITY_TO_ROLL_OVER ACTA1 ADCY5 ATP6V0A1 CELF2 MECP2 MRPS25 NDUFA8 PGAP1 SLC25A12 SLC31A1 SON TAF8 VPS35L YIF1B HP_DELAYED_ABILITY_TO_SIT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DELAYED_ABILITY_TO_SIT ACTA1 ADCY5 ADGRL1 AHDC1 ALMS1 AP3B2 CASK CDK13 CELF2 CHRNB1 CHRND CLDN11 COL3A1 CTBP1 CTNNB1 CUL3 DAG1 DCPS DPYSL5 EIF3F EXTL3 FOXG1 GAA GALNT2 GET4 GNAI1 GRIK2 GRIN1 GRIN2B H3-3A HIVEP2 HK1 INPP5E KAT6A LARGE1 MACF1 MBD5 MDH2 MECP2 MEF2C MKS1 NARS1 NAT8L NEUROD2 NEXMIF NGLY1 OPHN1 PAFAH1B1 PCYT2 PGAP1 PLP1 POLR2A POLR3K RAB3GAP2 RBL2 ROBO3 SATB1 SDHB SIK3 SLC18A2 SLC25A42 SLC39A8 SLC9A7 SNX14 SON TAF8 TRIM8 TRIO TTC5 TUBB3 UGDH VAMP1 VPS35L VPS51 WASF1 WDR26 ZNF142 HP_DELAYED_ABILITY_TO_STAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DELAYED_ABILITY_TO_STAND ALMS1 BSND CLCNKA CLCNKB COL12A1 DLAT DOLK DPM3 GAA ITPR1 KIDINS220 MPZ PHEX SCN2A SDHB TTC5 ZNF407 HP_DELAYED_ABILITY_TO_WALK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DELAYED_ABILITY_TO_WALK ABCA2 ACTN2 ADARB1 ADCY5 ADGRL1 AGO1 AHDC1 AHI1 ALMS1 ALS2 AMN AMPD2 AP1S2 AP3B2 AP4B1 AP4E1 AP4S1 ARID1B ARL13B ASXL3 ATG5 ATG7 ATP10A ATP6V0A1 ATP6V1A BCL11A BCL11B BRAT1 BRPF1 BSND CADM3 CAMK2A CASK CCDC134 CCDC22 CDK13 CELF2 CFL2 CHAMP1 CHD3 CHMP1A CHRNB1 CLCN3 CLCNKA CLCNKB CLDN11 CNKSR2 CNOT3 CNTNAP2 COASY COG1 COL12A1 COL3A1 COPB1 CPLX1 CRBN CREBBP CSNK2A1 CSNK2B CTNNB1 CUBN CUL3 CWC27 CYP2U1 CYP3A4 DAG1 DCPS DDOST DHPS DHX30 DLAT DOCK3 DOLK DPF2 DPM3 DPYSL5 DYNC1H1 DYNC1I2 EBF3 EIF2AK1 EIF2B4 EIF3F EP300 ERLIN2 EXOC6B FAR1 FASTKD2 FBLN1 FBXL3 FBXO11 FITM2 FKBP14 FLVCR1 FOXG1 FOXP1 FRMPD4 FUS GALNS GALNT2 GARS1 GET4 GNAI1 GNPTAB GRIA4 GRIK2 GRIN1 H3-3A HDAC4 HECW2 HERC2 HIVEP2 HK1 HNRNPK HS6ST2 HUWE1 HYCC1 IFT27 INPP5E IQSEC1 ITPR1 JAG1 KARS1 KAT6A KDM1A KDM3B KDM5B KLHL15 KMT2E KPNA3 KPTN LAMA2 LARGE1 LBR LMNB1 LMNB2 LRRC32 LSS MACF1 MAGEL2 MAPK8IP3 MARS1 MBOAT7 MCM3AP MECP2 MEF2C MEGF8 MID1 MKS1 MPZ MRAS MRPS14 MRPS25 MSL3 MTPAP MYO9A MYT1L NARS1 NBEA NCAPG2 NCDN NDUFA1 NDUFA12 NEUROD2 NFASC NFIX NMNAT1 NONO NUDT2 ODC1 OPHN1 P4HTM PACS2 PAK1 PAK3 PCYT2 PGAP1 PGM2L1 PHEX PIEZO2 PIGC PIGG PIGO PLOD1 PLP1 PMPCA PNPLA2 POLR1C POLR2A POLR3B POMK POMT1 PPP2CA PPP2R5D PRMT7 PUS7 RAB11B RAB3GAP1 RAB3GAP2 RAD51 RAI1 RALA RBL2 RNU12 ROGDI RORA RPL10 RUBCN RUSC2 RYR1 RYR3 SATB1 SDHB SELENON SEMA6B SET SETD5 SHMT2 SHOC2 SIGMAR1 SLC12A2 SLC16A2 SLC18A2 SLC25A1 SLC25A12 SLC25A42 SLC37A4 SLC5A7 SLC9A1 SLC9A7 SMARCA2 SMARCD1 SMC1A SNAP25 SNRPN SON SOX4 SPG11 SPOP SPTLC1 SRCAP STAG2 SYNE1 SYT1 TANGO2 TBR1 TCF20 TFG TIMM50 TMEM106B TMEM147 TMEM163 TMEM222 TMEM63A TMEM94 TMTC3 TNPO3 TRAPPC10 TRAPPC9 TRIM2 TRIM8 TRIO TRIT1 TRMT1 TRPM3 TRRAP TTI2 UBE3A VLDLR WASF1 WASHC4 WDR26 WDR4 WDR45 WDR81 XYLT1 YY1 ZBTB11 ZC4H2 ZEB2 ZNF148 ZNF407 ZSWIM6 HP_DELAYED_CLOSURE_OF_THE_ANTERIOR_FONTANELLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DELAYED_CLOSURE_OF_THE_ANTERIOR_FONTANELLE ADAMTS2 AMER1 ANKRD11 ANTXR1 ASPA ATP6V0A2 ATP6V1A ATP6V1E1 ATP7A BANF1 COL1A1 CTSK DSE FAM111A FLNA GH1 GRB10 H19 HDAC4 IGF2 MED12 MMP2 NCAPG2 NLRP3 PEX14 PEX19 PEX2 POLR3A RPS6KA3 RUNX2 SEC23A SMC3 TBCE ZIC1 HP_DELAYED_CNS_MYELINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DELAYED_CNS_MYELINATION AARS1 ACTL6B ACY1 ADARB1 ADAT3 AHDC1 AIFM1 ALDH5A1 ALDH6A1 ALDH7A1 ALG13 ALG14 ALG2 ALG9 AP3D1 ARF1 ARID1B ARNT2 ARX ASH1L ATP1A3 ATP6AP2 ATP9A BCS1L BMP4 BRAT1 C18orf32 CACNA1I CARS1 CDC40 CDK19 CHAMP1 CLCN3 CLCN7 CLPB CLTC CLTCL1 CNOT3 COPB2 CTNNB1 CUL3 D2HGDH DDX6 DHX30 DHX37 DNM1L DOHH EARS2 EIF2AK2 ELOVL4 EXOC8 EXOSC1 EXOSC2 EZH2 FANCB FANCL FAR1 FBXL4 FBXO28 FCSK FOCAD FOXP1 FRMD5 FRMPD4 FZR1 GABRG2 GEMIN4 GET4 GLS GLYCTK GNAO1 GNB2 GOLGA2 GRIK2 GTF2H5 H4C5 HCFC1 HIKESHI HS2ST1 IER3IP1 ITPA KCNC2 KCNN2 KCNT1 KDM1A KIDINS220 KIF5A LIPT1 LIPT2 LMX1B MADD MDH2 MED17 MLYCD MMUT MORC2 MTHFS NACC1 NADK2 NAE1 NARS1 NCDN NEDD4L NEUROD2 NGLY1 NMNAT1 NRCAM NRROS NUP133 NUP188 PEX7 PGAP1 PHACTR1 PIBF1 PIGS PIGU PKDCC PLPBP POGZ POLR2A POLR3B POU3F3 PPIL1 PPP2CA PPP2R1A PPP3CA PRMT7 PRUNE1 PURA RAB11B RAB3GAP1 RBM8A RERE RFX7 RHOBTB2 RNF13 RNU7-1 SETD1A SHANK3 SIN3A SLC12A5 SLC16A2 SLC1A2 SLC1A4 SLC2A1 SLC35A2 SLC35B2 SLC6A1 SMG9 SMPD1 SPATA5 STXBP1 TAF13 TAF2 TBC1D24 TGFB1 TIMM22 TKFC TMEM106B TMEM147 TMEM163 TMEM240 TMEM63A TNPO2 TNR TPR TRAPPC2L TRIM8 TRMT5 TRNT1 TRRAP TXN2 UBA5 UFC1 UGDH UPB1 VPS11 VPS33A WARS1 WARS2 YME1L1 YRDC YY1 ZC4H2 ZMIZ1 ZNF148 ZNF335 ZNF526 HP_DELAYED_CRANIAL_SUTURE_CLOSURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DELAYED_CRANIAL_SUTURE_CLOSURE ACTB ACTG1 ADAMTS2 ALDH18A1 ALG9 AMER1 ANKRD11 ANTXR1 ASPA ATP6V0A2 ATP6V1A ATP6V1E1 ATP7A BANF1 BICRA CASZ1 CHST14 COL1A1 CREBBP CRTAP CTSK DDX6 DSE DUOX2 DUOXA2 EFEMP2 ELN EP300 FAM111A FAM20C FBLN5 FGFR2 FGFR3 FLNA GABRD GH1 GLI3 GRB10 H19 HDAC4 HESX1 HSD17B4 HSPG2 IGF2 IYD KCNAB2 LHX3 LHX4 LIG4 LMNA LTBP1 LUZP1 MAF MED12 MMP2 MMP23B MTX2 NAA10 NCAPG2 NLRP3 NSUN2 PDGFRB PDPN PEX14 PEX19 PEX2 POLR3A POU1F1 PPP1R21 PRDM16 PRIM1 PRKCZ PROP1 PTDSS1 RERE RNF125 RNU12 ROR2 RPS19 RPS6KA3 RUNX2 SEC23A SH3PXD2B SKI SLC5A5 SMC3 SPEN TBCE TG TPO TSHB TWIST1 UBE4B USP7 ZIC1 ZMPSTE24 HP_DELAYED_EPIPHYSEAL_OSSIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DELAYED_EPIPHYSEAL_OSSIFICATION B3GALT6 CLCN5 COL2A1 COL9A3 COMP CYP19A1 CYP27B1 CYP2R1 DDRGK1 DUOX2 DUOXA2 ESR1 FGFR2 GPX4 HESX1 IARS2 IYD KCNH1 KIF22 KIF7 LHX3 LHX4 MATN3 MIR140 PAM16 PISD POU1F1 PROP1 PTH1R RNU4ATAC SLC34A3 SLC5A5 SOX9 TG TONSL TPO TRPV4 TSHB TSHR VDR HP_DELAYED_ERUPTION_OF_PERMANENT_TEETH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DELAYED_ERUPTION_OF_PERMANENT_TEETH ADAMTSL1 APC2 ATP6V1B2 AXIN2 CTSK EDA EDARADD FAM20A FGFR1 GJA1 IRF6 KCNJ2 LRP6 MIA3 MSX1 NPHS1 NSD1 PAX9 PIGF RECQL ROR2 RUNX2 SETD2 SLC37A4 SMARCB1 SOX4 SUMO1 TBC1D24 TEKT3 TFAP2B TGFA TONSL WNT10A WNT10B HP_DELAYED_ERUPTION_OF_PRIMARY_TEETH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DELAYED_ERUPTION_OF_PRIMARY_TEETH CAMK2B CBFB CTSK DEAF1 EDNRA ERCC1 ERCC4 ERCC6 ERCC8 FGFR2 FLII IQSEC2 LEMD2 NDUFB11 RAI1 RUNX2 HP_DELAYED_ERUPTION_OF_TEETH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DELAYED_ERUPTION_OF_TEETH ABCA5 ACP5 ADAMTS3 ADAMTSL1 AMER1 AMMECR1 ANAPC1 ANTXR1 APC2 ARID1A ARID1B ARID2 ARSB ATP6V0A2 ATP6V1B2 AXIN2 BCOR BRD4 CAMK2B CBFB CCBE1 CCDC8 CDH11 CHD7 CHST3 CLCN7 CRTAP CTSK CUL7 CYP27B1 CYP2R1 DEAF1 DMP1 DNAJC21 DPF2 DPYD DVL1 DYNC2LI1 EDA EDA2R EDARADD EDNRA EFL1 ELMO2 ENPP1 ERCC1 ERCC4 ERCC6 ERCC8 EVC EVC2 FAM20A FAT4 FGD1 FGF3 FGFR1 FGFR2 FLII FLNA GDF5 GHR GJA1 GLI1 GNAS GNB2 GRHL2 HDAC4 HDAC8 IDS IGF1 IKBKG IL11RA IL6ST IQSEC2 IRF6 KAT6B KCNH1 KCNJ2 KCTD1 LEMD2 LIG4 LMNA LONP1 LRP6 MIA3 MMP2 MSX1 MYSM1 NAA10 NDUFB11 NIPBL NPHS1 NSD1 NSUN2 OBSL1 OCRL P4HB PAPPA2 PAX9 PDE4D PDGFRB PIGA PIGF PIGL PIK3R1 POLR3A POLR3B PORCN PRKACA PRKACB PRKAR1A PTCH1 PTHLH RAD21 RAI1 RECQL RECQL4 RIC1 ROR2 RPS6KA3 RUNX2 SATB1 SBDS SEC23A SEC24D SEMA3E SETBP1 SETD2 SFRP4 SH3PXD2B SLC13A5 SLC1A2 SLC29A3 SLC37A4 SLC39A13 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SNX10 SNX14 SOX11 SOX4 SP7 SRP54 STAT3 STX16 SUMO1 SUOX TBC1D24 TCIRG1 TEKT3 TFAP2B TGFA TGFB1 THRA TNFRSF11A TNFSF11 TONSL TRIO TRIP11 TRPS1 TWIST2 UBR1 VDR WNT10A WNT10B WNT5A ZEB2 ZMPSTE24 HP_DELAYED_FINE_MOTOR_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DELAYED_FINE_MOTOR_DEVELOPMENT APC2 AUTS2 BRPF1 CACNA1G CARS1 CCNK CDC40 CDH11 CDH2 CIT CLCN3 CLCN7 CLP1 CNOT3 COL12A1 CTNNA2 DPH2 EBF3 FDXR FIG4 FNIP1 GRIA1 ITPR1 KAT8 KCNK4 KDM4B LNPK MINPP1 NDST1 NFIA PI4KA POR SEC24D SFXN4 SIN3A SNX14 SPTBN1 TET3 TMTC3 TNRC6B TRAPPC6B TRRAP TSEN15 TUBB3 WASHC4 WLS HP_DELAYED_GROSS_MOTOR_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DELAYED_GROSS_MOTOR_DEVELOPMENT ABCA2 ACTA1 ACTN2 ADARB1 ADCY5 ADGRL1 AGO1 AGRN AHDC1 AHI1 AK9 ALG12 ALMS1 ALS2 AMN AMPD2 AP1S2 AP3B2 AP4B1 AP4E1 AP4S1 APC2 ARID1B ARL13B ASXL3 ATG5 ATG7 ATP10A ATP1A1 ATP6V0A1 ATP6V1A BCAS3 BCL11A BCL11B BCORL1 BIN1 BMP1 BRAT1 BRPF1 BSND CACNA1C CACNA1G CADM3 CAMK2A CARS1 CASK CCBE1 CCDC134 CCDC22 CCNK CDC40 CDH2 CDK13 CDKL5 CELF2 CFL2 CHAMP1 CHD3 CHKA CHMP1A CHRNA1 CHRNB1 CHRND CHRNE CHST14 CHST3 CIT CLCN3 CLCN7 CLCNKA CLCNKB CLDN11 CLP1 CLPB CNKSR2 CNOT3 CNTNAP2 COASY COG1 COL12A1 COL13A1 COL1A1 COL1A2 COL25A1 COL2A1 COL3A1 COPB1 CPLX1 CRBN CREBBP CSNK2A1 CSNK2B CTBP1 CTNNA2 CTNNB1 CUBN CUL3 CWC27 CYP2U1 CYP3A4 DAG1 DCPS DDOST DHPS DHX30 DLAT DLK1 DMD DNAJC19 DNASE2 DNM2 DOCK3 DOK7 DOLK DPF2 DPH2 DPM3 DPYSL5 DSE DYNC1H1 DYNC1I2 EBF3 EHMT1 EIF2AK1 EIF2B4 EIF3F EP300 ERLIN2 EXOC6B EXTL3 FAR1 FASTKD2 FBLN1 FBXL3 FBXO11 FDXR FGF3 FIG4 FITM2 FKBP14 FKRP FLRT1 FLVCR1 FNIP1 FOXG1 FOXP1 FRMPD4 FTSJ1 FUCA1 FUS GAA GABBR2 GALE GALNS GALNT2 GARS1 GET4 GJA1 GJC2 GLS GNAI1 GNPTAB GRIA1 GRIA4 GRIK2 GRIN1 GRIN2B H3-3A HARS1 HDAC4 HECW2 HERC2 HIVEP2 HK1 HNRNPK HOXA1 HS6ST2 HUWE1 HYCC1 IFT27 INPP5E IQSEC1 ITPR1 JAG1 KARS1 KAT6A KAT8 KCNA4 KCNK4 KDM1A KDM3B KDM4B KDM5B KIAA0753 KIDINS220 KIF14 KIF21A KLC2 KLHL15 KMT2A KMT2C KMT2E KPNA3 KPTN KY LAMA2 LARGE1 LARS1 LBR LMNB1 LMNB2 LNPK LRP4 LRP5 LRRC32 LSS MACF1 MAGEL2 MAPK8IP3 MARS1 MBD5 MBOAT7 MBTPS1 MCM3AP MDH2 MECP2 MECR MED13 MEF2C MEG3 MEGF8 MESD MFN2 MID1 MINPP1 MKS1 MORC2 MPZ MRAS MRPS14 MRPS25 MSL3 MT-TE MTMR14 MTPAP MUSK MYF6 MYH7 MYO9A MYT1L NAA10 NARS1 NAT8L NBEA NCAPG2 NCDN NDST1 NDUFA1 NDUFA12 NDUFA8 NEDD4L NEUROD2 NEXMIF NFASC NFIA NFIX NGLY1 NMNAT1 NONO NPHP1 NTNG1 NUBPL NUDT2 ODC1 OGDH OPHN1 OTUD6B P4HTM PACS2 PAFAH1B1 PAK1 PAK3 PCYT2 PDE10A PGAP1 PGAP3 PGM2L1 PHEX PHKA2 PHKB PHKG2 PHOX2A PI4KA PIEZO2 PIGC PIGG PIGO PLEC PLOD1 PLP1 PMPCA PNP PNPLA2 POLR1C POLR2A POLR3B POLR3K POMK POMT1 POMT2 PPP2CA PPP2R1A PPP2R5D PRIM1 PRMT7 PTEN PUS7 RAB11B RAB3GAP1 RAB3GAP2 RAD51 RAI1 RALA RAPSN RBL2 RBPJ RNU12 ROBO3 ROGDI RORA RPL10 RTL1 RUBCN RUSC2 RYR1 RYR3 SATB1 SCN2A SCN4A SDHB SELENOI SELENON SEMA6B SET SETD5 SHMT2 SHOC2 SIGMAR1 SIK3 SLC12A2 SLC16A2 SLC18A2 SLC25A1 SLC25A12 SLC25A42 SLC31A1 SLC37A4 SLC39A8 SLC5A7 SLC6A3 SLC9A1 SLC9A7 SMARCA2 SMARCD1 SMC1A SMPD1 SNAP25 SNRPN SNX14 SON SOX4 SPARC SPG11 SPOP SPTBN4 SPTLC1 SRCAP STAG2 SUCLA2 SUPT16H SYNE1 SYT1 TAF1 TAF8 TANGO2 TBR1 TCF20 TET3 TFG TGFB3 TIMM50 TK2 TMEM106B TMEM147 TMEM163 TMEM222 TMEM63A TMEM63C TMEM94 TMTC3 TNFRSF11B TNNT1 TNPO3 TNRC6B TRAPPC10 TRAPPC6B TRAPPC9 TRIM2 TRIM8 TRIO TRIT1 TRMT1 TRMU TRNT1 TRPM3 TRRAP TSEN15 TTC5 TTI2 TTN TUBA1A TUBB2B TUBB3 UBE2A UBE3A UGDH VAMP1 VLDLR VPS35L VPS51 WASF1 WASHC4 WDR26 WDR4 WDR45 WDR81 WLS XYLT1 YARS1 YIF1B YY1 ZBTB11 ZC4H2 ZEB2 ZNF142 ZNF148 ZNF407 ZSWIM6 HP_DELAYED_MENARCHE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DELAYED_MENARCHE ALMS1 DNM1L FSHB GHR LMNA PEX10 PTPN11 SLC25A13 STUB1 ZMPSTE24 HP_DELAYED_MYELINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DELAYED_MYELINATION AARS1 ACTL6B ACY1 ADAMTSL1 ADARB1 ADAT3 AHCY AHDC1 AIFM1 ALDH5A1 ALDH6A1 ALDH7A1 ALG11 ALG12 ALG13 ALG14 ALG2 ALG9 AP3D1 ARF1 ARID1B ARNT2 ARX ASH1L ASNS ASXL1 ATP1A3 ATP6AP2 ATP9A BCS1L BMP4 BRAT1 C18orf32 CACNA1I CARS1 CASK CDC40 CDK19 CDKL5 CHAMP1 CLCN3 CLCN4 CLCN7 CLP1 CLPB CLTC CLTCL1 CNOT3 COG5 COG7 COPB2 COX7B CREBBP CTNNB1 CUL3 CYB5A CYB5R3 D2HGDH DCX DDX6 DHFR DHX30 DHX37 DMXL2 DNM1L DOHH DPM1 EARS2 EIF2AK2 ELOVL4 EP300 ERCC6 EXOC8 EXOSC1 EXOSC2 EZH2 FANCB FANCL FAR1 FBXL4 FBXO28 FCSK FDXR FLCN FOCAD FOXG1 FOXP1 FOXRED1 FRMD5 FRMPD4 FZR1 GABRG2 GATAD2B GCDH GEMIN4 GET4 GFM1 GLS GLYCTK GMNN GNAO1 GNB1 GNB2 GOLGA2 GRIK2 GRIN1 GRM7 GTF2H5 H4C5 HACE1 HCFC1 HIKESHI HNRNPU HS2ST1 IDH1 IER3IP1 IFIH1 IREB2 ISCA1 ITPA KCNA1 KCNC2 KCNN2 KCNQ2 KCNT1 KDM1A KIDINS220 KIF5A KMT2E LIPT1 LIPT2 LMX1B MADD MAN2B1 MAPK8IP3 MDH2 MED17 MLYCD MMUT MORC2 MRPS22 MTHFS MTRR NACC1 NADK2 NAE1 NARS1 NCDN NEDD4L NEUROD2 NGLY1 NMNAT1 NR2F1 NRCAM NRROS NTRK2 NUP133 NUP188 OCA2 PAK1 PEX7 PGAP1 PHACTR1 PHGDH PIBF1 PIGA PIGN PIGP PIGQ PIGS PIGU PIGV PKDCC PLAA PLCB1 PLPBP PMM2 PNKP PNPT1 POGZ POLR2A POLR3B POU3F3 PPIL1 PPP1R15B PPP2CA PPP2R1A PPP3CA PRMT7 PRPS1 PRUNE1 PSAT1 PURA RAB11B RAB3GAP1 RBM8A RERE RFX7 RHOBTB2 RMND1 RNASEH2C RNF13 RNU7-1 SATB2 SCN1A SCN1B SCN2A SEPSECS SETD1A SHANK3 SIK1 SIN3A SLC12A5 SLC13A5 SLC16A2 SLC1A2 SLC1A4 SLC25A1 SLC25A22 SLC2A1 SLC32A1 SLC35A2 SLC35B2 SLC6A1 SLC6A8 SMG9 SMPD1 SPATA5 SPTBN1 STAMBP STXBP1 SYT1 TAF13 TAF2 TBC1D24 TBCE TGFB1 TIMM22 TKFC TMEM106B TMEM147 TMEM163 TMEM240 TMEM63A TNPO2 TNR TPR TRAPPC2L TRIM8 TRMT10A TRMT5 TRNT1 TRRAP TXN2 UBA5 UBE3A UFC1 UGDH UPB1 VPS11 VPS33A WARS1 WARS2 WWOX YME1L1 YRDC YY1 ZC4H2 ZMIZ1 ZNF148 ZNF335 ZNF526 HP_DELAYED_OSSIFICATION_OF_CARPAL_BONES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DELAYED_OSSIFICATION_OF_CARPAL_BONES BGN CBFB COL2A1 EXOC6B EXTL3 HOXA13 IHH LONP1 MATN3 MBTPS1 PIGV PTH1R RMRP TONSL TRIP11 TRPV4 UFSP2 HP_DELAYED_PROXIMAL_FEMORAL_EPIPHYSEAL_OSSIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DELAYED_PROXIMAL_FEMORAL_EPIPHYSEAL_OSSIFICATION B3GALT6 COL2A1 DUOX2 DUOXA2 HESX1 IYD LHX3 LHX4 MATN3 POU1F1 PROP1 RNU4ATAC SLC5A5 TG TPO TSHB TSHR HP_DELAYED_PUBERTY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DELAYED_PUBERTY AIP ALDOA ALMS1 ALX4 ANOS1 AR ATAD3A ATM BMP15 BNC1 BRAF BRCC3 BRD4 BTK CARS1 CCDC141 CDH23 CDON CENPT CHD7 CISD2 CLCNKB COL7A1 CPE CTNNB1 CTNS CUL4B CYB5A CYP11A1 CYP17A1 DACT1 DCAF17 DCC DEAF1 DHX37 DIAPH1 DMRT3 DNM1L DUSP6 EIF2S3 EIF5A ENTPD1 ESR1 EXT2 FAM111B FEZF1 FGD1 FGF17 FGF8 FGFR1 FLII FLRT3 FOXA2 FSHB FSHR G6PC1 GALT GATA4 GBA1 GHR GHSR GLA GLI2 GMNN GNRH1 GNRHR GPR161 HBB HDAC8 HERC2 HESX1 HLA-DQA1 HLA-DQB1 HS6ST1 IGFALS IL17RD INSR IQSEC2 KISS1 KISS1R LEPR LGR4 LHB LHX4 LMNA LPIN2 MAGEL2 MAP3K1 MAP3K7 MEN1 MKRN3 MMP1 MRPS22 MSH4 MSMO1 NDN NDNF NDP NF1 NHLH2 NIPBL NLRP3 NONO NOTCH2 NPAP1 NR0B1 NR5A1 NSMF NUP107 OCA2 OCRL OTX2 PCSK1 PEX10 PGM1 PHF21A PHF6 PHKA2 PHKG2 PNPLA6 POF1B POLR3A POLR3B POLR3GL POLR3H POMC POR POU1F1 PPP1R15B PRDM13 PROK2 PROKR2 PROP1 PSMC3IP PTPN11 PTRH2 PUS1 PWAR1 PWRN1 PYGL RAB18 RAB3GAP1 RAB3GAP2 RAD21 RAI1 RBM28 ROBO1 RPL10 SALL1 SCARB2 SEMA3A SEMA3E SLC12A3 SLC25A13 SLC29A3 SLC37A4 SMC1A SMC3 SMPD1 SNORD115-1 SNORD116-1 SNRPN SOX10 SOX11 SOX3 SOX9 SPIDR SPRY4 SPTBN1 SRY STAT1 STAT3 STAT5B STUB1 TAC3 TACR3 TAF13 TBC1D20 TBX3 TCF12 TGFB1 TOM1 TRIP4 TRMT10A USP9X VAMP7 VPS13B WDR11 WFS1 WT1 WWOX YARS2 ZBTB20 ZFPM2 ZMPSTE24 ZSWIM7 HP_DELAYED_PUBIC_BONE_OSSIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DELAYED_PUBIC_BONE_OSSIFICATION CBFB COL2A1 GJB2 GJB6 NKX3-2 RUNX2 SIK3 HP_DELAYED_SOCIAL_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DELAYED_SOCIAL_DEVELOPMENT ABCC8 AMPD2 APC2 CACNA1G CCNK CDC40 CIT COG6 CTNNA2 FOXP2 ITPR1 LCA5 LNPK LRAT PPIL1 RPE65 SNX14 SPATA7 TMTC3 TUBB3 WLS HP_DELAYED_UMBILICAL_CORD_SEPARATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DELAYED_UMBILICAL_CORD_SEPARATION IL6ST ITGB2 MYD88 RAC2 SMARCD2 HP_DELIRIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DELIRIUM ALAD DNMT1 FIG4 MMACHC MT-TE NAGS PRDX1 RYR1 SLC25A13 HP_DELUSIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DELUSIONS APOL2 APOL4 ARSA ATRX BRAF C9orf72 CDH23 CHI3L1 COMT CPOX CSF1R CYP27A1 DAOA DGCR2 DGCR6 DGCR8 DRD3 ECM1 EIF2B1 ESS2 FMO3 GBA1 HLA-DQB1 HMBS HTR2A HTRA1 HTT IMPA1 JPH3 MAN2B1 MTHFR NR3C1 PLA2G6 PPOX PPP2R2B PRDM8 PRNP PSAP RTN4R SLC25A13 SLC2A3 SNCA SNCB SYN2 TBP TBX1 TIMM8A TP53 TRANK1 USP48 USP8 VPS13A HP_DEMENTIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DEMENTIA AARS1 AARS2 ABCA7 ABCD1 ADA2 ADH1C ALDH18A1 ANXA11 APOE APP APTX ARSA ASAH1 ATN1 ATP13A2 ATP6V0A2 ATP6V1A ATP6V1E1 ATP7B ATRX ATXN10 ATXN2 ATXN3 ATXN8OS AUH BRAF C19orf12 C9orf72 CCNF CDH23 CERS1 CFAP43 CHCHD10 CHCHD2 CHMP2B CISD2 CLN3 CLN6 CLN8 COL4A1 CP CPT1C CSF1R CST3 CSTB CTSF CUBN CYLD CYP27A1 DCTN1 DGUOK DLAT DNAJC13 DNAJC5 DNAJC6 DNM1L DNMT1 EIF4G1 EPM2A ERBB4 ERCC4 ERCC8 FAR1 FBXO7 FMR1 FTL FUS GBA1 GBA2 GBE1 GCDH GIGYF2 GLUD2 GM2A GRN HEXA HLA-DQB1 HNRNPA1 HNRNPA2B1 HTRA1 HTRA2 HTT IRF6 ITM2B JPH3 KCTD7 LIG3 LMNB1 LRRK2 LYST MAPT MATR3 MBTPS2 MMACHC MME MPO MT-ATP6 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TC MT-TE MT-TF MT-TH MT-TK MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TT MT-TV MT-TW NDP NDUFA1 NHLRC1 NKX2-1 NOS3 NOTCH2NLC NOTCH3 NPC1 NPC2 NR3C1 NR4A2 OPA1 PANK2 PARK7 PDE10A PDGFB PDGFRB PINK1 PLA2G6 PLAU PNPLA6 PODXL POLG PPP2R2B PRDM8 PRDX1 PRICKLE1 PRKAR1B PRKN PRNP PSAP PSEN1 PSEN2 RAB39B RNF216 ROGDI RRM2B SAMD9L SCARB2 SDHA SDHAF1 SDHB SDHD SERPINI1 SLC13A5 SNCA SNCAIP SNCB SORL1 SPAST SPG11 SPG21 SPTLC1 SQSTM1 STARD7 SYNJ1 TARDBP TBK1 TBP TIA1 TIMM8A TMEM106B TOMM40 TP53 TREM2 TREX1 TRPM7 TTR TUBA4A TUBB4A TWNK TYMP TYROBP UBQLN2 UCHL1 USP48 USP8 VCP VPS13A VPS13C VPS35 WDR45 WFS1 XPR1 ZFYVE26 HP_DEMYELINATING_MOTOR_NEUROPATHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DEMYELINATING_MOTOR_NEUROPATHY GJC2 NEFL RNASEH1 SELENOI TFG HP_DEMYELINATING_PERIPHERAL_NEUROPATHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DEMYELINATING_PERIPHERAL_NEUROPATHY ABHD12 ACO2 ADAR AFG3L2 BAG3 COA7 DEGS1 DMXL2 DNAJC3 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 GDAP1 GJC2 HARS1 HK1 IFIH1 LIG3 LSM11 MANBA MOGS MPZ MT-ATP6 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TK MT-TL1 MT-TV MT-TW NDRG1 NEFL NRCAM PLP1 PMP22 POLG POLR3B PTRH2 RFC1 RNASEH1 RNASEH2A RNASEH2B RNASEH2C RNF168 RNU7-1 RRM2B SACS SAMHD1 SELENOI SH3TC2 SLC12A6 SOX10 SPTBN4 TFG TREX1 TYMP VRK1 ZFYVE26 HP_DENSE_CALCIFICATIONS_IN_THE_CEREBELLAR_DENTATE_NUCLEUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DENSE_CALCIFICATIONS_IN_THE_CEREBELLAR_DENTATE_NUCLEUS ERCC6 ERCC8 PDGFB PDGFRB SLC20A2 SNORD118 HP_DENTAL_CROWDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DENTAL_CROWDING ABL1 ACTA1 AMER1 AMMECR1 ANKH ARL6 ASXL3 ATP6V1E1 ATR BANF1 BBS1 BCOR BMP2 C12orf57 CAMK2B CBS CCDC28B CCDC47 COL1A2 COL3A1 COL5A1 CREBBP DDR2 DHCR7 DSE DVL1 EDN1 EDNRA EMC10 EP300 FBN1 FGFR1 FGFR2 FLCN FRAS1 FREM2 GJA1 GNAI3 GNB2 GRB10 GRIP1 H19 HACD1 HNRNPH1 IGF2 IL11RA IL1RAPL1 IL6ST INSR ITGA7 KCNJ2 KCNJ5 KIDINS220 KIF15 LGI4 LMNA LOX MADD MAP3K20 MASP1 MED12 MGAT2 MYH3 MYL2 MYMX NAA10 NEDD4L NONO NOTCH3 NSDHL OCRL PCGF2 PEX6 PIGK PLCB4 PLOD1 POLD1 PRMT7 PUS7 RECQL ROR2 RPL10 RPS6KA3 SATB2 SCARF2 SCN4A SCUBE3 SELENON SET SETBP1 SETD5 SHANK3 SMC1A SMS SNX14 SOBP SOX5 SPECC1L SPEN TAB2 TAF6 TECPR2 TPM2 TPM3 TRIM37 TRIO TRPS1 UPF3B WNT5A XYLT1 ZBTB7A ZDHHC9 ZEB2 ZMPSTE24 HP_DENTAL_ENAMEL_PITS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DENTAL_ENAMEL_PITS AMBN COL17A1 DLX3 DSPP ITGB4 ITGB6 LAMB3 TSC1 HP_DENTAL_MALOCCLUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DENTAL_MALOCCLUSION ABCC9 ACP5 AGO2 AMELX AMER1 ARHGAP29 ARHGEF38 ASPH ATP6V1B2 ATR AXIN2 BANF1 BAZ1B BCL7B BCOR BMP2 BMP4 BRAF BRCA1 BRF1 BUD23 CA2 CDC42 CDH1 CDH11 CHRNE CHRNG CLCN7 CLIP2 COBLL1 CREBBP CTSK DCHS1 DLG1 DLX4 DNAJC30 DOCK3 DPM2 DSPP DVL1 DVL3 EDA EDARADD EDN1 EIF4H ELN ENAM EP300 ERCC6 ERCC8 FAM83H FAT4 FGFR1 FGFR2 FGFR3 FKBP6 FLCN FLNA FRAS1 FREM2 GFPT1 GJA1 GLI2 GNAI3 GNAS GPC3 GPC4 GPR68 GRHL3 GRIP1 GTF2I GTF2IRD1 GTF2IRD2 HNRNPK HSPG2 IL11RA IRF6 IRX5 ITGB6 KCNH1 KCNMA1 KCNN3 KDM6A KLK4 LIMK1 LRP5 LRP6 MAP2K1 MARS1 MEGF8 METTL27 MLXIPL MMP20 MSX1 MTM1 MYOD1 NCF1 NECTIN1 NOTCH2 OBSL1 PAX1 PAX9 PCGF2 PCYT1A PDGFRA PIK3R1 PLCB4 PLEKHM1 PORCN PRKAR1A PTPN11 PYROXD1 RDH11 RELT RFC2 RHOA RIC1 RPS6KA3 SATB2 SH3BP2 SH3PXD2B SHANK3 SKI SLC39A13 SMAD3 SMARCA2 SMCHD1 SOS1 SOST STX1A SUMO1 TBL2 TCF12 TCIRG1 TGFA THOC6 TMEM270 TP63 TRIM37 TRPS1 TSPAN7 TTI2 TWIST2 VPS37D WNT10A WNT10B HP_DEPLETION_OF_MITOCHONDRIAL_DNA_IN_MUSCLE_TISSUE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DEPLETION_OF_MITOCHONDRIAL_DNA_IN_MUSCLE_TISSUE AGK ATP5F1A DGUOK DNA2 LIG3 MGME1 POLG POLG2 RRM2B SLC25A10 SLC25A4 SUCLG1 TFAM TK2 TOP3A TWNK TYMP HP_DEPOSITS_IMMUNOREACTIVE_TO_BETA_AMYLOID_PROTEIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DEPOSITS_IMMUNOREACTIVE_TO_BETA_AMYLOID_PROTEIN ABCA7 APP DYSF GNE PSEN1 PSEN2 SORL1 TOMM40 TREM2 HP_DEPRESSED_NASAL_BRIDGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DEPRESSED_NASAL_BRIDGE ABCC9 ACAN ACOX1 ACSL4 ADA2 ADAMTS10 ADAMTS2 ADAMTS3 ADAMTSL2 ADAT3 ADGRG6 ADNP AGA AGL AHDC1 AIFM1 AKT1 AKT3 ALDH6A1 ALG3 ALG9 ALX4 AMMECR1 ANK1 ANKH ANTXR1 ARID1A ARID1B ARID2 ARL3 ARSB ARSL ARX ASH1L ASXL1 ASXL3 ATRX AUTS2 B3GALT6 B3GAT3 B3GLCT BBS7 BICRA BLTP1 BMP2 BMPER BMPR1A BRAF BRD4 BUB1B CACNA1C CAMKMT CANT1 CASK CASZ1 CBL CCBE1 CCDC22 CCND2 CCNQ CD96 CDC42BPB CDCA7 CDH11 CDH2 CDK10 CDKL5 CDKN1C CEP57 CHD7 CHD8 CHST3 CLIC2 CNOT1 COG8 COL11A1 COL11A2 COL18A1 COL1A1 COL1A2 COL2A1 COL9A3 CREBBP CRIPT CRLF1 CSGALNACT1 CSPP1 CTU2 CUL4B CUL7 DDB1 DDR2 DEAF1 DHCR24 DHCR7 DHX30 DICER1 DIS3L2 DLK1 DLL3 DMXL2 DNMT3B DOCK6 DOK7 DPF2 DPH1 DPH2 DPM1 DPYD DPYSL5 DUOX2 DUOXA2 DUSP6 DVL1 DVL3 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 EBP EDA EDAR EDARADD EED EEF1A2 EFEMP2 EIF2AK3 ELN EP300 EPG5 ERF ETFA ETFB ETFDH EXOSC1 EXTL3 EYA1 EZH2 FAM20C FAR1 FAT4 FBN1 FBXO28 FDFT1 FGF17 FGF8 FGFR1 FGFR2 FGFR3 FH FLII FLNA FLNB FOCAD FOXC1 FOXG1 FOXL2 FRAS1 FREM1 FREM2 FTSJ1 FUCA1 FZD2 GABRD GAD1 GATA1 GATAD2B GBA1 GJA1 GJA5 GJA8 GLB1 GLI2 GLI3 GLIS3 GLUL GMNN GNAO1 GNAS GNB2 GNPAT GNPTAB GNRH1 GNRHR GNS GOLGA2 GPC3 GPC4 GPC6 GPX4 GRIN1 GRIP1 GRM7 GTPBP2 H3-3A H4C11 H4C9 HBB HDAC4 HDAC8 HEATR3 HECW2 HELLS HEPACAM HES7 HESX1 HNRNPR HOXB1 HRAS HS6ST1 HSD17B4 HSPG2 HUWE1 HYAL1 IARS2 IDUA IFT140 IFT52 IFT74 IFT80 IFT81 IL11RA IL6ST INPPL1 INTU IPO8 IQSEC2 IYD JAG1 JARID2 KAT5 KAT6B KAT8 KCNA1 KCNAB2 KCNE5 KCNH1 KCTD1 KDM6B KIAA0586 KIAA0753 KIF11 KIF21A KIF7 KISS1 KISS1R KLHL7 KMT2D KNSTRN KRAS KREMEN1 KYNU LAMA5 LARP7 LBR LFNG LHX3 LHX4 LIG4 LINS1 LONP1 LRP2 LTBP3 LUZP1 MACF1 MADD MAF MAN2B1 MAP2K1 MAP2K2 MAP3K7 MAPRE2 MARS2 MDH1 MECP2 MED12 MED12L MED13L MED27 MEF2C MEG3 MEGF8 MESP2 METTL23 MGP MINPP1 MIPEP MLXIPL MMP23B MN1 MRAS MRPS14 MTHFR MTOR MTX2 MUSK MYMK MYOD1 NAA10 NAGA NANS NBN NEPRO NEUROD2 NEXMIF NF1 NFIX NHLH2 NIPBL NMNAT1 NPR2 NRAS NRCAM NSD1 NSD2 NSDHL NSMCE3 NSMF NSRP1 NSUN2 NUP88 NXN OBSL1 P4HTM PAICS PAK2 PAM16 PAX1 PAX3 PCLO PDE4D PDGFRB PDPN PEPD PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PGAP1 PGM2L1 PIGA PIGG PIGL PIGN PIGP PIGQ PIGT PIGU PIGY PIK3C2A PIK3CA PIK3CD PIK3R2 PITX1 PITX2 PLCB3 PLOD1 PLXNA1 PMM2 PNKP POGZ POLA1 POLE POLG2 POLR3A POLRMT POR POU1F1 PPM1B PRDM16 PREPL PRIM1 PRKAR1A PRKAR1B PRKCZ PRKD1 PRMT7 PROK2 PROKR2 PROP1 PRPS1 PSAT1 PTEN PTH1R PURA QARS1 RAB23 RAB3GAP1 RAB3GAP2 RAD21 RAF1 RAI1 RALGAPA1 RAPSN RECQL4 RERE RHOBTB2 RIPK4 RIPPLY2 RMRP RNF2 ROR2 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS23 RPS24 RPS26 RPS27 RPS28 RPS29 RPS6KA3 RPS7 RSPRY1 RTL1 RUNX2 RYR3 SCARF2 SCN1B SCN2A SCO2 SCYL2 SEMA3E SEPTIN9 SETBP1 SETD5 SH3PXD2B SHH SHOX SHROOM4 SIK1 SIM1 SIN3A SIX2 SKI SKIC2 SLC18A3 SLC1A4 SLC25A22 SLC25A24 SLC26A2 SLC32A1 SLC35C1 SLC39A13 SLC3A1 SLC45A1 SLC5A5 SLC6A9 SMARCA4 SMARCAL1 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMG9 SMO SMOC1 SMPD4 SNAP29 SNX14 SON SOS1 SOST SOX11 SOX4 SOX5 SOX9 SP7 SPATA5 SPATA5L1 SPECC1L SPEN SPOP SPRY4 SRD5A3 STAG2 STX16 SUFU SUMF1 SUPT16H SYNE1 TAC3 TACR3 TAF1 TALDO1 TAOK1 TBCE TBX2 TBX4 TCF20 TCF3 TFAP2A TFAP2B TFE3 TG TGIF1 THSD1 TMEM107 TMEM147 TMEM216 TMEM94 TOE1 TONSL TP63 TPO TRIM37 TRIM8 TRIO TRIP11 TRIP12 TRPM3 TRPV4 TRPV6 TRRAP TSHB TSR2 TTC26 TUBA1A TUBB TWIST1 TWIST2 UBE2A UBE3B UBE4B UGP2 UQCC2 USB1 USP9X VANGL2 VARS1 VPS35L WAC WASHC5 WDR11 WDR26 WDR35 WDR4 WNT5A XYLT1 YARS1 ZBTB18 ZBTB20 ZBTB24 ZIC2 ZMPSTE24 ZNF292 ZSWIM6 HP_DEPRESSED_NASAL_RIDGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DEPRESSED_NASAL_RIDGE AASS ABCA12 ALX4 ARSL ATRX B9D1 B9D2 BMPER BUB1 BUB1B BUB3 CASZ1 CC2D2A CDON CEP290 CEP57 CHRNA1 CHRND CHRNG CNOT3 CREBBP CSPP1 DDR2 DISP1 DLL1 DZIP1L EDA EDA2R EDAR EDARADD EFNB1 FAM20C FGF20 FGF8 FGFR1 FOXA2 FOXH1 GABRD GAS1 GFRA1 GH1 GHR GLB1 GLI2 GLI3 GMNN GREB1L HDAC6 HESX1 HSPA9 HSPG2 ITGA8 KCNAB2 KDF1 LBR LHX4 LMBR1 LUZP1 MAN2B1 MBD5 MKS1 MMP23B MN1 MYH3 NALCN NODAL OTX2 PAX3 PAX7 PDE4D PDPN PEPD PEX12 PHGDH PIGL PKHD1 PLCH1 POU1F1 PRDM16 PRKAR1A PRKCZ PRMT7 PROP1 PSAT1 PTCH1 PTPN11 PUS1 RERE RET RMRP RPGRIP1 RPGRIP1L RPS19 SHH SIX3 SKI SKIC3 SLC35C1 SMC1A SNAP29 SOX3 SOX9 SPEN STAG2 STIL TBX1 TCTN1 TCTN2 TCTN3 TDGF1 TFAP2B TGIF1 TMEM107 TMEM216 TMEM231 TMEM237 TMEM67 TRAF6 TRIP13 TWIST2 TXNDC15 UBE4B WNT9B ZIC2 HP_DEPRESSED_NASAL_TIP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DEPRESSED_NASAL_TIP ACTB ACTG1 ALX4 CILK1 COLEC11 EIF2S3 EPG5 EXOC2 EXT2 FANCL FLNA KDM6A KMT2A KMT2D MUSK MYCN NAA10 PHF21A POGZ PRIM1 PTCH1 SPTBN1 TAF1 TBX2 TGIF1 TP63 ZEB2 HP_DEPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DEPRESSION AARS2 ABCA7 ABCB11 ABCB4 ADGRV1 ADH1C AFG3L2 AIP ALAD ALDH4A1 AMACR ANG ANXA11 AOPEP AP1G1 AP2S1 AR ARMC5 ARSA ARSG ARVCF ATP13A2 ATP1A3 ATP7B ATP8B1 ATP9A ATRX ATXN10 ATXN2 ATXN8OS BANK1 BAZ1B BCL7B BCR BCS1L BLK BMPR1A BRAF BUD23 C19orf12 C4A C4B C9orf72 CABP4 CACNA1G CACNA1H CACNA1I CARS1 CASR CBS CCNF CDH23 CDKN1A CDKN1B CDKN2B CDKN2C CDON CEACAM3 CEACAM6 CEP78 CEP85L CFAP410 CFTR CHCHD10 CHCHD2 CHD7 CHMP2B CHRNA2 CHRNA4 CHRNB2 CIB2 CISD2 CLCA4 CLCN4 CLIP2 CLN3 CLN6 CLRN1 COASY COL7A1 COMT COQ2 CPOX CR2 CRH CRKL CSF1R CTLA4 CTSF CYP27A1 DAO DCTN1 DCTN4 DEPDC5 DGUOK DISP1 DLL1 DNA2 DNAJC13 DNAJC30 DNAJC5 DNAJC6 DNASE1 DNMT1 DRD2 DUSP6 EDNRA EHMT1 EIF4G1 EIF4H ELN EPCAM EPHA4 EPM2A ERBB4 ESPN ETS1 FA2H FAN1 FCGR2B FCGR3B FGF14 FGF17 FGF8 FGFR1 FIG4 FKBP5 FKBP6 FLT4 FMO3 FMR1 FOXH1 FUS GABRA1 GABRB3 GABRG2 GALT GAS1 GBA1 GCH1 GCLC GDAP2 GIGYF2 GLA GLE1 GLI2 GLT8D1 GLUD2 GNA11 GNAS GNRH1 GNRHR GP1BB GPR101 GPR35 GRIN2A GRN GSN GSTM3 GTF2I GTF2IRD1 GTF2IRD2 HARS1 HFE HIRA HLA-B HLA-DQA1 HLA-DQB1 HLA-DRB1 HMBS HMOX1 HNRNPA1 HS6ST1 HTR2A HTRA2 HTT IDUA IFNG IGHG1 IL10 IMPDH2 IRAK1 IRF4 IRF5 ITGAM JAZF1 JMJD1C JPH3 JRK KCNJ2 KCNN4 KCNT1 KCTD17 KIAA0319L KISS1 KISS1R KMT2B KRAS LGI1 LIMK1 LMNB1 LRRK2 MAMLD1 MAN2B1 MAPK1 MAPT MATR3 MECP2 MEN1 METTL27 MIF MLH1 MLH3 MLXIPL MMP1 MSH2 MSH6 MST1 MSTO1 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TL2 MT-TN MT-TQ MT-TS1 MT-TS2 MT-TT MT-TW MYO7A NCF1 NEFH NEK1 NHLH2 NHLRC1 NODAL NOTCH3 NR1H4 NR3C1 NR4A2 NSMF OCRL OPTN P4HA2 PAH PANK2 PARK7 PCDH15 PDCD1 PDE11A PDGFB PDGFRB PDZD7 PER2 PER3 PFN1 PIK3CA PINK1 PLA2G6 PLCH1 PLP1 PMS1 PMS2 PODXL POLG POLG2 PON1 PON2 PON3 PPARGC1A PPP2R2B PPT1 PRKACA PRKAR1A PRKCG PRKN PRNP PROK2 PROKR2 PRPH PSAP PSEN1 PTCH1 PTPN22 PTS PXK RELN RFC2 RPS20 RPS6KA3 RREB1 RRM2B SDHA SEC24C SEMA4A SEMA4D SERPINA1 SGCE SHH SIX3 SLC11A1 SLC20A2 SLC25A4 SLC26A9 SLC2A1 SLC2A3 SLC6A14 SLC6A4 SLC7A6OS SLC9A3 SMC1A SMPD1 SNCA SNCAIP SOD1 SPAST SPP1 SPRY4 SPTBN1 SQSTM1 SRPX2 STAG2 STAT4 STIL STUB1 STX16 STX1A SYNJ1 TAC3 TACR3 TAF15 TARDBP TBC1D7 TBK1 TBL2 TBP TBX1 TCF4 TDGF1 TDO2 TET3 TGFB1 TGFBR2 TGIF1 THOC2 TK2 TLR7 TMEM106B TMEM270 TNFAIP3 TNFSF4 TNIP1 TOR1A TP53 TPH2 TRANK1 TREM2 TREX1 TRHR TSC1 TSC2 TSHB TTC19 TWNK UBE2L3 UBQLN2 UCHL1 UFD1 UNC13A UQCRC1 USH1C USH1G USH2A USP48 USP8 VAPB VCP VPS13A VPS13C VPS35 VPS37D WARS2 WDR11 WFS1 WHRN XK XPR1 ZIC2 HP_DERMAL_ATROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DERMAL_ATROPHY ABCC6 ACD ADA2 ADAMTS2 AEBP1 AIP ANAPC1 ARMC5 ATRX B3GALT6 B4GALT7 BGN BRAF C1R C1S CARMIL2 CDH23 CDKN2A CHST14 COL12A1 COL17A1 COL1A1 COL1A2 COL3A1 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 COL7A1 COPB1 COX7B CTNNB1 CTSC CUL4B DDB2 DHCR24 DKC1 DLG4 DSE DST ENPP1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 FBN1 FERMT1 FKBP14 GNAS GSN HCCS IPO8 ITGB4 KLHL24 KRT14 KRT5 LAMA3 LAMB3 LAMC2 LMNA LOX LRP1 MGP MMP1 NDUFB11 NR3C1 PARN PDE11A PDGFRB PLEC PLOD1 POLD1 POLH PORCN PRKAR1A RECQL4 RTEL1 SLC39A13 SMAD2 SMAD3 SOX18 SPEN TERC TERT TFAP2A TGFB2 TGFBR1 TGFBR2 TINF2 TNXB TP53 TP63 TWIST2 USB1 USP48 USP8 XPA XPC ZMPSTE24 ZNRF3 HP_DERMAL_TRANSLUCENCY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DERMAL_TRANSLUCENCY ADAMTS2 ALDH18A1 B3GALT6 CHD1 COL1A1 COL1A2 COL3A1 COL5A1 CTC1 EFEMP2 ELN FBLN5 FOCAD IARS1 LMNA POLR3A PPP1CB PYCR1 SLC25A24 SMAD3 SOX18 TGFBR1 TGFBR2 TWIST2 ZMPSTE24 HP_DERMATAN_SULFATE_EXCRETION_IN_URINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DERMATAN_SULFATE_EXCRETION_IN_URINE ARSB ARSK GUSB IDS IDUA HP_DERMATOCHALASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DERMATOCHALASIS COL1A1 COL5A1 COL5A2 EFEMP2 FBLN5 KNSTRN LTBP1 PIK3CD HP_DERMATOLOGICAL_MANIFESTATIONS_OF_SYSTEMIC_DISORDERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DERMATOLOGICAL_MANIFESTATIONS_OF_SYSTEMIC_DISORDERS ABCA3 ABCB11 ABCB4 ABCC2 ABCC6 ABCD3 ACADVL ACTC1 ACVRL1 ADAMTS13 ADAMTS19 ADAR AGRN AGXT AK9 AKR1D1 ALDOA ALDOB ALG6 AMACR ANK1 APC2 ARL13B ARMC5 ATP11C ATP6AP1 ATP6AP2 ATP7A ATP7B ATP8B1 ATRX BAAT BRAF BRCA1 BRCA2 CA5A CALR CASK CASR CCDC115 CDAN1 CDH23 CDIN1 CDKN2A CFTR CHAT CHRNA1 CHRNB1 CHRND CHRNE CITED2 CLDN1 COG7 COL13A1 COL1A1 COL5A1 COL5A2 COX4I2 CPA1 CPOX CTCF CTRC CYB5A CYB5R3 CYP27A1 CYP7B1 DAXX DCDC2 DEF6 DGUOK DHFR DOK7 DPAGT1 DUOX2 DUOXA2 DZIP1L EIF2AK3 EIF2AK4 ELP1 ENG ENPP1 EPB41 EPB42 EPOR ETFA ETFB ETFDH ETHE1 F5 FCGR3B FLI1 FOCAD FUCA1 G6PD GABRA1 GABRG2 GALE GALK1 GALM GALT GATA4 GATA6 GCLC GH1 GLRX5 GNAS GPI GPR35 GRIK2 GSN GTPBP3 GYPC HBA1 HBB HBG2 HESX1 HK1 HLA-DRB1 HMGCL HNF1B HSD17B10 HSD3B7 HTRA2 HYOU1 IARS1 IER3IP1 IFIH1 IL12A IL12RB1 IL18BP IL2RG IRF5 IYD JAG1 JAK2 KCNN4 KCNQ2 KCNQ3 KIF12 KIF23 KLHL7 KMT2D KMT2E KRAS KRT18 KYNU LBR LHX3 LHX4 LIPA LMNA LPL LRP4 LSM11 LYST MED12 MMACHC MMEL1 MMP21 MPV17 MST1 MT-CYB MUSK MVK MYH6 MYO5B MYO9A NAA10 NBAS NDUFS4 NKX2-5 NKX2-6 NPC1 NPC2 NR1H4 NR3C1 NSD1 NUP214 OCLN PALB2 PALLD PARS2 PAX3 PAX8 PCDH19 PCK1 PEPD PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PFKM PIEZO1 PIGA PKD2 PKHD1 PKLR PLD1 PLXND1 POLG POLG2 POU1F1 POU2AF1 PRF1 PRKAG2 PRKAR1A PROC PROP1 PROS1 PRPS1 PRRT2 PRSS1 PRSS2 PSAT1 PTPN3 PUS3 RAB27A RABL3 RAPSN RBM10 RHAG RHCE RHD RINT1 RNASEH2A RNASEH2B RNASEH2C RNU4ATAC RNU7-1 RPS6KA3 SAMHD1 SCN1A SCN1B SCN2A SCN4A SCN8A SCN9A SEC23B SEMA4D SEPTIN9 SERPINA1 SETD2 SFTPB SFTPC SH2B3 SKIC3 SLC10A1 SLC16A2 SLC18A3 SLC25A1 SLC25A13 SLC25A20 SLC25A3 SLC26A4 SLC2A1 SLC30A10 SLC34A2 SLC37A4 SLC44A1 SLC4A1 SLC51B SLC5A5 SLC5A7 SLCO1B1 SLCO1B3 SMAD4 SMPD1 SNAP25 SP110 SPIB SPINK1 SPOP SPTA1 SPTB SPTBN1 STX11 STXBP2 SYT2 TBX19 TBX20 TCF4 TFAM TG TLL1 TMEM260 TNFSF15 TNPO3 TP53 TPI1 TPO TREX1 TRHR TRMU TSHB TSHR TTC26 TULP3 TXNDC15 UGT1A1 UNC13D UNC45A UROS USP48 USP53 USP8 VAMP1 VHL VIPAS39 VPS33B YARS1 ZFYVE19 ZIC3 ZMPSTE24 HP_DERMOID_CYST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DERMOID_CYST ALX3 MSX2 SYT1 TFAP2A VANGL1 ZSWIM6 HP_DESCENDING_AORTIC_DISSECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DESCENDING_AORTIC_DISSECTION ACTA2 COL3A1 ELN EMILIN1 FBN1 FOXE3 HEY2 LOX MAT2A MFAP5 MYH11 MYLK PRKG1 SMAD2 SMAD3 SMAD4 TGFB2 TGFB3 TGFBR1 TGFBR2 THSD4 HP_DESMOID_TUMORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DESMOID_TUMORS APC BMPR1A CTNNB1 GREM1 MUTYH SPRED1 HP_DEVELOPMENTAL_CATARACT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DEVELOPMENTAL_CATARACT AARS1 ABCA2 ADA2 AGK ALDH18A1 ANAPC1 ARPC4 ATAD3A ATOH7 BCOR BEST1 BFSP2 CARS1 CAV1 COL18A1 COL4A1 COL4A5 CRYAA CRYAB CRYBA1 CRYBA2 CRYBB1 CRYBB2 CRYBB3 CRYGB CRYGC CRYGD CTDP1 DOCK6 DPAGT1 EHMT1 ELN ENTPD1 EPG5 EPHA2 ERCC1 ERCC2 ERCC3 ERCC6 ERCC8 ETFA ETFB ETFDH FAM111A FAR1 FBLN5 FZD4 GATA1 GCNT2 GFER GTF2E2 GTF2H5 HEATR3 HMX1 HSPG2 HYCC1 IARS2 IDH1 KANSL1 KCNA4 KCTD1 KMT2C LARGE1 LMNA LONP1 LSS MAF MAFA MAX MED25 MIR204 MPLKIP MSMO1 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND5 MT-ND6 MT-TC MT-TF MT-TK MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW NDP NEU1 NHS NUP188 OCRL PAX6 PEX11B PEX5 PEX7 PHGDH PIGY PIK3C2A PITX3 PNPT1 POMT1 PSMC3 RAB18 RAB3GAP1 RAB3GAP2 RECQL4 RET RIC1 RNF113A RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 SDHB SDHD SEC31A SIL1 SIPA1L3 SLC33A1 SMC5 TARS1 TBC1D20 TELO2 TKT TMEM127 TSR2 UBE2A VHL VPS4A HP_DEVELOPMENTAL_GLAUCOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DEVELOPMENTAL_GLAUCOMA ADA2 ADAMTSL1 ADAR AKT1 ATOH7 B3GAT3 CANT1 CHST3 CYP1B1 DAG1 FGFR2 FKRP FKTN FLNA FOXC1 FOXE3 FUT8 FZD4 GATA1 GLIS3 GNAQ HEATR3 IFIH1 LARGE1 LMX1B LSM11 LTBP2 MAB21L1 MAFA NCAPG2 NDP OCRL PAX6 PITX2 POMGNT1 POMT1 POMT2 PTEN PXDN PYCR1 RNASEH2A RNASEH2B RNASEH2C RNU7-1 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 SAMHD1 SBF2 SH3PXD2B SIX6 SRY TEK TREX1 TSR2 TWIST1 HP_DEVELOPMENTAL_REGRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DEVELOPMENTAL_REGRESSION AAAS AARS1 AARS2 ACER3 ACOX1 ACTL6B ADA2 ADAR ADGRV1 ADH5 ADNP ADPRS AGA AGTPBP1 AHCY AIFM1 AMFR AMN AP3B2 ARHGEF9 ARSA ARV1 ARX ASAH1 ASPA ATP11A ATP1A2 ATP1A3 ATP5MK ATP6V1A ATP7A BAZ1B BCL7B BICRA BMPR1A BOLA3 BSCL2 BUD23 C4A CACNA1A CACNA1B CACNA1E CACNA2D1 CAD CAMK2B CAMLG CARS2 CASK CCR1 CD40LG CDK19 CDKL5 CELF2 CHD2 CHMP1A CIC CISD2 CLIP2 CLN5 CLN8 CLPB CLTC CNKSR2 CNP CNPY3 COA8 COASY COG8 COQ8A COX15 COX4I1 CRLS1 CTNNB1 CUBN CUX2 CYFIP2 DALRD3 DDB2 DEAF1 DHDDS DMXL2 DNAJC19 DNAJC30 DNM1 DNM1L DNMT3A DPH5 DTYMK EARS2 EEF1A2 EIF2B1 EIF3F EIF4H ELN EPCAM EPRS1 ERAP1 ERCC2 ERCC3 ERCC4 ERCC5 ERLIN2 ETHE1 FAN1 FAR1 FARS2 FAS FBXO28 FBXW7 FDXR FGF12 FGF13 FITM2 FKBP6 FOLR1 FOXG1 FRRS1L FUCA1 FZR1 GABBR2 GABRA1 GABRA2 GABRA5 GABRB1 GABRB2 GABRD GABRG2 GALC GAMT GCDH GFAP GFM2 GLA GLB1 GLRX5 GM2A GMPPA GNAO1 GNB1 GRIN1 GRIN2A GRIN2B GRIN2D GRM7 GTF2I GTF2IRD1 GTF2IRD2 GUF1 H3-3A HACE1 HCN1 HEPHL1 HEXB HIBCH HLA-B HNRNPH2 HNRNPU HPDL HSD17B10 HSD17B4 HTT IBA57 IDS IFIH1 IFNGR1 IL10 IL12A IL12A-AS1 IL23R IPO8 IQSEC2 IRF2BPL IRF4 ISCA1 ISCA2 KARS1 KCNA1 KCNA2 KCNB1 KCNQ2 KCNT1 KCNT2 KCTD7 KLRC4 KRAS L2HGDH LETM1 LIMK1 LIPT1 LNPK LRPPRC LSM11 LYRM7 MBTPS2 MECP2 MED27 MEFV METTL27 MFF MLH1 MLH3 MLXIPL MMACHC MRPS34 MSH2 MSH6 MT-ATP6 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TK MT-TL1 MT-TN MT-TS1 MT-TV MT-TW MTRFR NACC1 NAGA NALCN NARS2 NAXD NAXE NBEA NCF1 NDP NDUFA2 NDUFA6 NDUFAF6 NDUFC2 NDUFS1 NDUFS2 NDUFS4 NDUFS7 NDUFV1 NDUFV2 NECAP1 NEU1 NEUROD2 NFU1 NGLY1 NRXN1 NTNG1 NTNG2 NTRK2 NUP214 NUP54 NUP62 NUS1 PACS2 PAFAH1B1 PARS2 PCDH19 PCYT2 PDE2A PET117 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PHACTR1 PHYH PIGA PIGP PIGQ PIGT PIGY PIK3CA PLA2G6 PLCB1 PLP1 PMPCB PMS1 PMS2 PNKP POC1A POLG POLR3A POLR3B POLR3GL POLR3K PPP2CA PPP3CA PSAP PTCD3 PYCR2 RANBP2 REEP1 RFC2 RHOBTB2 RNASEH2A RNASEH2B RNASEH2C RNU7-1 ROGDI RPS20 SAMHD1 SATB1 SCN1A SCN1B SCN2A SCN3A SCN8A SCN9A SDHA SDHAF1 SDHB SDHD SELENOI SEMA4A SEMA6B SERAC1 SGPL1 SIK1 SIN3A SLC12A5 SLC13A5 SLC19A3 SLC1A2 SLC25A22 SLC25A42 SLC29A3 SLC30A9 SLC32A1 SLC38A3 SLC39A14 SLC9A6 SMARCAL1 SMC1A SMPD1 SON SPTAN1 SPTBN1 ST3GAL3 ST3GAL5 STAT4 STN1 STX1A STX1B STXBP1 SUMF1 SURF1 SYNGAP1 SYNJ1 SZT2 TANC2 TANGO2 TBC1D24 TBC1D2B TBCD TBCE TBCK TBL2 TCEAL1 TCIRG1 TFE3 TGFBR2 TK2 TLR4 TMEM270 TMLHE TNFRSF11A TPK1 TPP1 TRAK1 TRAPPC11 TRAPPC12 TRAPPC2L TRAPPC6B TREM2 TREX1 TRIM8 TTC19 TTPA TUBB4A TUFM TYROBP UBA5 UBAC2 UBTF UGP2 VAC14 VPS37D WARS2 WASF1 WDR45 WFS1 WLS WWOX XPA XPC YWHAG ZBTB18 ZBTB20 ZNF699 HP_DEVELOPMENTAL_STAGNATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DEVELOPMENTAL_STAGNATION ACAN ACER3 CDKL5 GABBR2 GLB1 MCOLN1 MECP2 NTNG1 NUP62 PHGDH POLR2A PTPN23 RARS1 SATB1 SCN1B SMC1A ST3GAL5 VPS11 ZNHIT3 HP_DEVIATED_NASAL_SEPTUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DEVIATED_NASAL_SEPTUM CREBBP EP300 EXOSC5 FGFR2 NF1 NONO PAH HP_DEVIATION_OF_THE_2ND_FINGER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DEVIATION_OF_THE_2ND_FINGER ANKRD11 BMP2 BMPR1B CANT1 CHSY1 CSGALNACT1 FLNA FOXP2 GDF5 HNRNPR HOXA13 IFT140 IHH KNSTRN MED12 MED25 OPA3 PIK3CD PTRH2 TGDS HP_DEVIATION_OF_THE_2ND_TOE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DEVIATION_OF_THE_2ND_TOE BMP2 BMPR1B CHSY1 GDF5 HNRNPR HP_DEVIATION_OF_THE_3RD_FINGER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DEVIATION_OF_THE_3RD_FINGER DLK1 FGFR2 GDF5 IHH KNSTRN MEG3 PIK3CD PKDCC PTRH2 RTL1 HP_DEVIATION_OF_THE_4TH_FINGER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DEVIATION_OF_THE_4TH_FINGER ABCC8 COL11A1 IHH KCNJ11 KNSTRN NARS2 PIK3CD SNRPN HP_DEVIATION_OF_THE_4TH_TOE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DEVIATION_OF_THE_4TH_TOE COG8 FRA10AC1 HEPHL1 NOG RAB3GAP2 HP_DEVIATION_OF_THE_5TH_TOE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DEVIATION_OF_THE_5TH_TOE ALG3 CHSY1 CKAP2L DLEC1 FRA10AC1 HEPHL1 KCNJ2 KCNJ5 PIGH PPP1R15B RAB3GAP2 RNF6 SALL1 TGFBR2 TRMT10A WWOX HP_DEVIATION_OF_THE_HALLUX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DEVIATION_OF_THE_HALLUX ACVR1 AEBP1 AKT1 ATL3 ATP6V1B2 B3GALT6 B3GAT3 BAZ1B BCL7B BMP2 BMPR1B BUD23 C2CD3 CDKL5 CHST11 CHST3 CLIP2 COL1A1 COL1A2 CREBBP CWC27 DNAJC30 DYRK1A EIF4H ELN EP300 ERF ERMARD FGF9 FGFR1 FGFR2 FGFR3 FHL1 FKBP6 GBA1 GDF5 GTF2I GTF2IRD1 GTF2IRD2 H4C9 HEATR3 HOXA13 HOXD13 IL11RA ITCH KAT6A KCNH1 KCNMA1 KCNN3 LIMK1 METTL27 MLXIPL MYH3 NCF1 NFIX NONO NUP107 PCDHGC4 PRDM5 PSMB8 PTEN RBBP8 RFC2 SCARF2 SF3B4 SLC16A2 SLC29A3 SMARCA2 SOX9 SRY STX1A TBC1D2B TBL2 TCF12 TMEM270 TP63 TTI2 TWIST1 USP7 USP9X VPS37D YY1 ZEB2 ZMIZ1 ZNF469 ZNF668 HP_DEVIATION_OF_THE_HAND_OR_OF_FINGERS_OF_THE_HAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DEVIATION_OF_THE_HAND_OR_OF_FINGERS_OF_THE_HAND ABCC8 ABL1 ACVR1 ADGRG6 ADNP AFF2 AGO2 AKT1 ALDH1A2 ALG12 ALG9 ALX1 ALX3 AMER1 AMMECR1 ANKRD11 AP1G1 ARID1B ARL6 ASXL3 ATG7 ATN1 ATP2B1 ATP6V1B2 ATR ATRIP ATRX AUTS2 B3GLCT B9D2 BAP1 BAZ1B BBS1 BCL7B BCOR BCR BGN BHLHA9 BICD2 BLM BLTP1 BMP2 BMP4 BMPR1B BPNT2 BPTF BRAF BRAT1 BRCA1 BRCA2 BRD4 BRF1 BRIP1 BUB1 BUB1B BUB3 BUD23 CANT1 CASZ1 CBL CCDC22 CCDC28B CCDC32 CCDC47 CCDC8 CCNK CCNQ CD96 CDC42 CDC45 CDC6 CDH11 CDKN1C CDT1 CENPE CENPJ CEP152 CEP55 CEP57 CHD7 CHRNA7 CHRNG CHST11 CHST3 CHSY1 CILK1 CITED2 CKAP2L CLCN3 CLIP2 CNOT1 CNOT2 CNOT3 CNTN1 COASY COG1 COG5 COG7 COG8 COL11A1 COL27A1 COL9A1 COL9A2 COL9A3 COMP CPLANE1 CREBBP CRIPT CRKL CRLF1 CSGALNACT1 CSNK2A1 CTCF CTU2 CUL4B CUL7 DACT1 DDX11 DEAF1 DHCR7 DHPS DLK1 DLX3 DNA2 DNAJC30 DOK7 DONSON DPAGT1 DPF2 DPYSL5 DSP DVL1 DVL3 DYM EBP EFNB1 EFTUD2 EIF4A3 EIF4H ELN EMG1 EP300 EPB41L1 ERCC4 ESCO2 EVC EVC2 EXT2 EZH2 FAM149B1 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAT4 FBN2 FGD1 FGF16 FGFR2 FGFR3 FKBP6 FLII FLNA FLNB FLT4 FOXP2 FRA10AC1 FZD2 GABRD GATA4 GATA5 GATA6 GDF1 GDF5 GJA1 GJA5 GJA8 GLI3 GMNN GNB2 GPC3 GPC4 GRB10 GTF2I GTF2IRD1 GTF2IRD2 H19 H3-3B H4C3 HDAC4 HDAC8 HEATR3 HERC2 HIC1 HMGA2 HNRNPH1 HNRNPK HNRNPR HOXA11 HOXA13 HOXD13 HPGD HRAS HSPG2 IFT122 IFT140 IFT43 IFT52 IGF1 IGF1R IGF2 IHH IKBKG IQSEC2 IRX5 JAG1 JUP KAT6B KAT8 KCNAB2 KCNH1 KCNJ11 KCNJ2 KCNK4 KCTD1 KDM1A KDM4B KDM6B KDR KIAA0753 KIF7 KIFBP KLF13 KMT2A KMT2B KNSTRN KPTN KRAS L1CAM LAMA5 LBR LEMD3 LIFR LIG4 LIMK1 LMBR1 LMNA LMNB2 LMX1B LONP1 LTBP1 LUZP1 LZTR1 MACROH2A1 MAD2L2 MADD MAF MAFB MAGEL2 MAN1B1 MAN2C1 MAP1B MAP2K1 MAP3K7 MAPK1 MAPK8IP3 MAPRE2 MASP1 MBD5 MCTP2 MECOM MECP2 MED12 MED25 MEF2C MEG3 MEGF8 METTL27 MGAT2 MIA3 MITF MKRN3 MKS1 MLXIPL MMP23B MOGS MRAS MUSK MYBPC1 MYCN MYH3 MYL11 MYMK MYMX MYOD1 NAA10 NAA20 NALCN NARS2 NCF1 NEDD4L NEK1 NEK9 NEXMIF NFIX NIN NIPBL NKX2-5 NKX2-6 NKX3-2 NOG NONO NPAP1 NPR2 NRAS NSD2 NSUN2 NUP37 NUP85 NXN OBSL1 ODC1 OFD1 OGT OPA3 ORC1 ORC4 ORC6 OTUD5 PACS1 PACS2 PAFAH1B1 PAICS PALB2 PAX3 PCDHGC4 PCNT PDE6D PDPN PEX1 PHF21A PHGDH PHIP PI4KA PIEZO2 PIGH PIGL PIGN PIGS PIGY PIK3CD PIK3R1 PITX1 PKDCC PLAG1 PLK4 PLOD3 PLXND1 PNPLA6 POLA1 PPP1R21 PPP2R1A PQBP1 PRDM16 PRKACB PRKCZ PRKDC PRR12 PTEN PTF1A PTH1R PTPN11 PTRH2 PUF60 PWAR1 PWRN1 QRICH1 RAB11B RAB18 RAB23 RAB3GAP1 RAB3GAP2 RAD21 RAD51 RAD51C RAF1 RAI1 RASA2 RB1 RBBP8 RBM28 RBM8A RECQL RECQL4 RERE REV3L RFC2 RFWD3 RIT1 RNF216 RNU4ATAC ROR2 RPL10 RRAS RRAS2 RSPRY1 RTL1 RUNX2 RYR3 SALL1 SALL4 SAMD9 SATB2 SEMA3E SETBP1 SF3B4 SH3PXD2B SHANK3 SHH SHMT2 SHOX SIAH1 SIK3 SIN3A SKI SLC26A2 SLC2A10 SLC9A7 SLX4 SMAD4 SMARCA2 SMC1A SMC3 SMOC1 SNORD115-1 SNORD116-1 SNRPB SNRPN SOS1 SOS2 SOST SOX4 SOX6 SPART SPECC1L SPEN SPOP SPRED1 SPRED2 SRCAP STAG1 STAG2 STX1A TBC1D24 TBL2 TBX1 TBX15 TBX22 TBX4 TBX5 TCF20 TCF4 TCTN3 TELO2 TFAP2A TFAP2B TGDS TMEM147 TMEM216 TMEM270 TMEM94 TNNI2 TNNT3 TOPORS TP63 TPM2 TPR TRAIP TRAPPC9 TRIO TRIP13 TRPM3 TRPS1 TRPV4 TRRAP TWIST1 TWIST2 UBA2 UBE2T UBE3A UBE3B UBE4B UBR1 USP7 VPS13B VPS37D WDR11 WDR19 WDR35 WDR4 WIPI2 WNT5A WNT7A XRCC2 XRCC4 XYLT1 YWHAE YY1AP1 ZC4H2 ZEB2 ZFPM2 ZIC3 ZMYM2 ZNF292 ZNF462 HP_DEVIATION_OF_THE_THUMB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DEVIATION_OF_THE_THUMB ALG12 ALG9 ANKRD11 B3GLCT BAP1 BMP4 BPNT2 BRCA1 BRD4 CDC42 CHSY1 CILK1 CNOT1 CRIPT DHCR7 EFTUD2 EIF4A3 ESCO2 FANCB FGFR2 FLNA FLNB FRA10AC1 GATA4 HDAC8 HEATR3 HOXA13 KCNH1 LONP1 MEGF8 MGAT2 NIPBL NKX3-2 NOG PTRH2 RAD21 RAD51C RECQL RRAS2 SHMT2 SIN3A SLC26A2 SMC1A SMC3 TFAP2A TP63 ZC4H2 ZIC3 ZNF462 HP_DEVIATION_OF_TOES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DEVIATION_OF_TOES ACVR1 AEBP1 AKT1 ALG3 ATL3 ATP2B1 ATP6V1B2 B3GALT6 B3GAT3 BAZ1B BCL7B BMP2 BMPR1B BUD23 C2CD3 CDKL5 CHST11 CHST3 CHSY1 CKAP2L CLIP2 COG8 COL1A1 COL1A2 CREBBP CWC27 DACT1 DLEC1 DNAJC30 DYRK1A EIF4A3 EIF4H ELN EP300 ERF ERMARD EZH2 FGF9 FGFR1 FGFR2 FGFR3 FHL1 FKBP6 FLI1 FLNA FRA10AC1 GBA1 GDF5 GTF2I GTF2IRD1 GTF2IRD2 H4C9 HEATR3 HEPHL1 HNRNPR HOXA13 HOXD13 IL11RA ITCH KAT6A KCNH1 KCNJ2 KCNJ5 KCNMA1 KCNN3 LIMK1 METTL27 MLXIPL MYH3 NCF1 NFIX NOG NONO NUP107 PCDHGC4 PIGH PPP1R15B PRDM5 PSMB8 PTEN RAB3GAP2 RBBP8 RFC2 RFX7 RNF6 RSPRY1 SALL1 SATB2 SCARF2 SF3B4 SLC16A2 SLC29A3 SMARCA2 SOX9 SRY STX1A TBC1D2B TBL2 TCF12 TGFBR2 TMEM270 TP63 TRMT10A TTI2 TWIST1 USP7 USP9X VPS37D WWOX XYLT1 YY1 ZEB2 ZMIZ1 ZNF469 ZNF668 HP_DEXAMETHASONE_SUPPRESSIBLE_PRIMARY_HYPERALDOSTERONISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DEXAMETHASONE_SUPPRESSIBLE_PRIMARY_HYPERALDOSTERONISM CACNA1D CLCN2 CYP11B1 CYP11B2 KCNJ5 HP_DEXTROTRANSPOSITION_OF_THE_GREAT_ARTERIES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DEXTROTRANSPOSITION_OF_THE_GREAT_ARTERIES ACVR2B CIROP NODAL SMAD2 SMG9 ZIC3 ZNF462 HP_DIABETES_INSIPIDUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DIABETES_INSIPIDUS AKT1 ALMS1 ALX3 AQP2 ARL6 ARNT2 AVP AVPR2 BBS1 BRAF BTNL2 CCDC28B CDON CISD2 CNOT1 CRLS1 CTLA4 CTNNB1 DISP1 DLL1 FGF8 FGFR1 FOXH1 GAS1 GLA GLI2 GPR161 HESX1 HLA-B HLA-DPA1 HLA-DPB1 HLA-DRB1 LHX4 NODAL OCRL OTX2 P4HA2 PLCH1 POU3F4 PROKR2 PRPS1 PRTN3 PTCH1 PTEN PTPN22 ROBO1 SHH SIX3 SMC1A SOX2 SOX3 STAG2 STIL STRADA TDGF1 TGIF1 TP63 TREX1 TTC26 VIPAS39 VPS33B WDR11 WFS1 ZIC2 HP_DIABETES_MELLITUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DIABETES_MELLITUS ABCA4 ABCB4 ABCC8 ADA2 ADAR AEBP1 AGBL5 AGPAT2 AHI1 AHR AIP AIRE AKT2 ALMS1 AMACR APOA5 APOE APPL1 AR ARHGEF18 ARL2BP ARL3 ARL6 ARNT2 ATM ATRX BAZ1B BBS1 BBS2 BCL7B BEST1 BLK BLM BMP2 BMP6 BRAF BRCA1 BRCA2 BSCL2 BUD23 CA4 CARS1 CASR CAT CAV1 CAVIN1 CC2D2A CCDC28B CDH23 CDHR1 CDKN2A CDON CEL CELA2A CEP19 CERKL CFAP418 CFTR CIDEC CISD2 CLCNKB CLIP2 CLRN1 CNBP CNGA1 CNGB1 CNOT1 COL2A1 CORIN CP CPA1 CPE CRB1 CRX CTC1 CTLA4 CTNNB1 CTNS CTRC CYP19A1 DCAF17 DHDDS DHX38 DISP1 DKC1 DLK1 DLL1 DMXL2 DNAJC21 DNAJC3 DNAJC30 DNASE2 DNM1L DNMT1 DUT DYRK1B EDA EDA2R EFL1 EIF2AK3 EIF2S3 EIF4H ELMO2 ELN ENPP1 EYS FAM161A FBN1 FCGR3B FGF8 FGFR1 FKBP6 FLT1 FMR1 FOS FOXC2 FOXH1 FOXP1 FOXP3 FOXRED1 FSCN2 FUZ FXN GAS1 GATA3 GATA6 GCGR GCK GFM2 GJA1 GJB3 GJB4 GLI2 GLIS3 GLRX5 GOSR2 GPD2 GPR101 GPR35 GTF2I GTF2IRD1 GTF2IRD2 GUCA1B GYG1 HAMP HBB HERC2 HESX1 HFE HGSNAT HJV HLA-DQA1 HLA-DQB1 HLA-DRB1 HMGA1 HMGA2 HNF1A HNF1B HNF4A HYMAI IARS1 IDH3A IDH3B IER3IP1 IFIH1 IFT140 IFT172 IFT88 IGF1R IGF2BP2 IGHG2 IGKC IL18BP IL2RA IL6 IMPDH1 IMPG1 IMPG2 INS INSR IRS1 IRS2 ITCH ITPR3 KCNJ11 KCTD1 KDSR KIAA1549 KIZ KLF11 KLHL7 KRAS LEMD3 LEP LEPR LHX1 LIG4 LIMK1 LIPC LIPE LMF1 LMNA LMNB2 LRAT LRBA LRP6 LSM11 MAFA MAGEL2 MAK MAPK8IP1 MC4R MEF2A MEG3 MEN1 MERTK METTL27 MIA3 MICU1 MKKS MKRN3 MLXIPL MMP14 MMP2 MOG MST1 MT-ATP6 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TC MT-TE MT-TF MT-TH MT-TK MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTHFR MTNR1B NAA10 NAF1 NCF1 NDN NDP NDUFA1 NDUFA11 NDUFA6 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB9 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NEK2 NEUROD1 NEUROG3 NHP2 NKX2-5 NODAL NOP10 NOTCH3 NPAP1 NPM1 NR2E3 NR3C1 NRL NSMCE2 NUAK2 NUBPL OCA2 OFD1 OPA1 OTX2 PALB2 PALLD PARN PAX4 PCARE PCBD1 PCNT PDE4D PDE6A PDE6B PDE6G PDX1 PEX1 PEX10 PEX6 PI4KA PIK3R1 PLAGL1 PLCD1 PLIN1 PNPLA2 PNPLA6 POC1A POLA1 POLD1 POLG POLG2 POLR3A POMGNT1 PPARG PPP1R15B PPP1R3A PRCD PRKACA PRKAR1A PROK2 PROKR2 PROM1 PRPF3 PRPF31 PRPF4 PRPF6 PRPF8 PRPH2 PRSS1 PRSS2 PSTPIP1 PTCH1 PTF1A PTPN1 PTPN22 PTRH2 PWAR1 PWRN1 RABL3 RAC1 RBP3 RDH12 REEP6 RETN RFC2 RFX6 RGR RHO RLBP1 RNASEH2A RNASEH2B RNASEH2C RNU7-1 ROM1 RP1 RP1L1 RP2 RP9 RPE65 RPGR RRM2B RTEL1 RTL1 SAG SAMHD1 SARS2 SBDS SCAPER SEMA4A SEMA4D SHH SIM1 SIN3A SIX3 SLC12A3 SLC19A2 SLC25A4 SLC29A3 SLC2A2 SLC30A8 SLC37A4 SLC40A1 SLC7A14 SMAD4 SMPD4 SNORD115-1 SNORD116-1 SNRNP200 SNRPN SOX2 SOX3 SPATA7 SPI1 SPINK1 SRP54 STAT1 STAT3 STOX1 STUB1 STX1A SUFU TBL2 TCF4 TCF7L2 TDGF1 TERC TERT TGIF1 THRB TIMMDC1 TINF2 TKT TLR8 TMEM126B TMEM270 TOM1 TOPORS TP53 TREX1 TRMT10A TTC7A TTC8 TTPA TUB TULP1 TWNK TYMS UBR1 USB1 USH2A USP48 USP8 VANGL1 VANGL2 VPS37D WFS1 WRAP53 WRN XRCC4 YIPF5 ZBTB20 ZFP57 ZFYVE26 ZIC2 ZMPSTE24 ZNF408 ZNF513 ZNF668 ZNRF3 HP_DIABETIC_KETOACIDOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DIABETIC_KETOACIDOSIS ABCC8 APPL1 BLK CEL CIDEC CLCNKB GCK HNF1A HNF4A HYMAI INS INSR KCNJ11 KLF11 NEUROD1 PAX4 PDX1 PLAGL1 SLC12A3 ZFP57 HP_DIALEPTIC_SEIZURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DIALEPTIC_SEIZURE ACSF3 ADGRG1 ADGRV1 ADNP ADPRS AFF3 AGO1 ALDH4A1 ALDH5A1 ALDH7A1 ALMS1 AP2M1 APC2 ARHGEF9 ARX ASAH1 ATAD3A ATP1A3 ATP6V0A1 ATP6V1B2 ATXN10 BRAT1 CACNA1A CACNA1D CACNA1H CACNA2D1 CACNB4 CAMK2A CAMK2B CASK CDH2 CDK13 CDKL5 CEP85L CHD2 CIC CILK1 CLCN2 CLCN4 CLN8 CLPB CNOT1 CNPY3 CNTN2 CNTNAP2 COL3A1 CPA6 CRIPT CSTB CUX2 DEPDC5 DHDDS DHFR DMXL2 DNM1 DNM1L DOCK7 DPM1 DPM3 DYRK1A ECM1 EEF1A2 EFHC1 EHMT1 EPM2A EZH2 FAR1 FBXO28 FGF13 FGFR3 FIG4 FMN2 FRRS1L FZR1 GABBR2 GABRA1 GABRA3 GABRB3 GABRD GABRG2 GAL GAMT GATAD2B GDI1 GJA5 GJA8 GJC2 GLUD1 GNAI1 GNAO1 GNB1 GNB2 GOSR2 GPAA1 GPT2 GRIK2 GRIN1 GRIN2A GRIN2B GRM7 HCN1 HID1 HNRNPK HNRNPU HTT ITPR1 JRK KCNA1 KCNB1 KCNC2 KCNMA1 KCNQ2 KCNQ3 KCNQ5 KCNT1 KCNT2 KDM6A KDM6B KIF4A KMT2D KPTN LAMA2 LAMC3 LGI1 LGI4 LRP5 MACF1 MAPK10 MAST3 MECP2 MEGF8 MICAL1 MTHFR MTOR MYT1L NADK2 NBEA NEDD4L NEUROD2 NEXMIF NFKB2 NGLY1 NHLRC1 NPRL2 NPRL3 NSD1 NTRK2 NUBPL NUS1 OPHN1 PAFAH1B1 PAK3 PCDH19 PDE2A PGAP1 PGAP2 PHGDH PIGA PIGM PIGP PIGQ PIGT PLCB1 PLPBP PNKP PNPLA8 POGZ PPFIBP1 PPP2CA PPP3CA PRMT7 PRRT2 PTEN RELN RFX7 RNU12 RNU4ATAC RORB SATB1 SATB2 SCN1A SCN1B SCN2A SCN3A SCN8A SCN9A SETD1B SETD2 SIK1 SLC12A5 SLC25A22 SLC2A1 SLC31A1 SLC32A1 SLC35A3 SLC6A1 SMARCA2 SMPD1 SON SPATA5 SPATA5L1 SRPX2 STRADA STX1B STXBP1 SUPT16H SYNGAP1 SZT2 TANGO2 TBC1D24 TBK1 TGFB1 TICAM1 TLR3 TRAF3 TRIM8 TRMT10A TRPM3 TSC1 TSC2 TUBA1A TUBB2B TUBB3 UBE3A UNC93B1 VPS11 VPS35L WAC WDR26 YWHAG ZBTB18 ZEB2 ZNFX1 HP_DIAPHRAGMATIC_EVENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DIAPHRAGMATIC_EVENTRATION ALDH1A2 ARID2 ASNS CHRNG DNAJC19 GNB2 IGHMBP2 LRP2 MEGF10 MEGF8 MTM1 MYOD1 PLOD3 REEP1 STRA6 TRIP4 WT1 ZNF699 HP_DIAPHRAGMATIC_PARALYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DIAPHRAGMATIC_PARALYSIS BAG3 GAA IGHMBP2 MEGF10 MORC2 REEP1 TPI1 HP_DIAPHRAGMATIC_WEAKNESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DIAPHRAGMATIC_WEAKNESS BAG3 CHRNA1 COL12A1 COL6A1 COL6A2 COL6A3 DNAJB4 GAA IGHMBP2 MEGF10 MORC2 PMP22 REEP1 SLC52A3 TPI1 TRPV4 TTN HP_DIAPHYSEAL_DYSPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DIAPHYSEAL_DYSPLASIA NF1 SPRED1 TBXAS1 TMEM165 TMEM53 HP_DIAPHYSEAL_SCLEROSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DIAPHYSEAL_SCLEROSIS ANO5 CA2 CSF1R GNAS MTAP SOST STX16 TGFB1 TNFSF11 HP_DIAPHYSEAL_THICKENING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DIAPHYSEAL_THICKENING GUSB IDS IDUA INPPL1 LBR LRP4 LRP5 PTDSS1 RMRP SHOX SLC35D1 SOST SP7 TBXAS1 HP_DIARRHEA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DIARRHEA ABCB11 ABCB4 ABCD1 ACADM ACAT1 ACSF3 ACSL5 ACTG2 ACVRL1 ADA ADAM17 ADNP AGA AGR2 AIRE AK2 AKR1D1 ALAD ALDH4A1 ALDOB ALG1 ALG2 ALG3 ALG8 ALG9 AMACR ANAPC1 ANO1 ANTXR2 AP1S1 APC ARPC1B ARX ASAH1 ASXL1 ATM ATP1A2 ATP1A3 ATP5F1A ATP6AP1 ATP6V0A1 ATP7A ATP8B1 ATRX AVP B4GALT1 BACH2 BLNK BMPR1A BRCA1 BRCA2 BTD BTK C4B C5 CACNA1A CAD CARD11 CARD8 CARMIL2 CASP8 CAV1 CBL CCDC47 CD109 CD19 CD247 CD3D CD3E CD3G CD40LG CD55 CD79A CD79B CDKN1A CDKN1B CDKN2A CDKN2B CDKN2C CFH CFHR1 CFHR3 CFTR CHD7 CIITA CLCNKB CLMP CLPB COG4 COG6 COG7 COX15 CPOX CPT1A CPT2 CR2 CTLA4 CYP27A1 CYP7B1 DAXX DBH DCLRE1C DDC DEF6 DES DGAT1 DMPK DNAJC6 DNASE1L3 DNASE2 DNMT3B DOCK2 DOLK DPM1 ECE1 EDN3 EDNRB EFL1 EGFR ELANE ELF4 ELP1 ENG EPCAM ERBB2 ERBB3 ERCC2 ERCC4 ERCC6 ERCC8 ETHE1 F5 FAH FBP1 FCGR2A FCHO1 FOCAD FOXP3 G6PC1 GALT GATA6 GDNF GFI1 GINS1 GLA GNS GP1BA GP1BB GREM1 GUCY2C HADH HBB HEATR3 HEXB HGSNAT HLA-B HLA-DQA1 HLA-DQB1 HMBS HMGCL HMGCS2 HNF4A HPS1 HS3ST6 HSD3B7 HTRA2 HYOU1 ICOS IDS IDUA IFIH1 IFNG IFNGR1 IGHM IGKC IGLL1 IKBKB IKBKG IKZF1 IL10RA IL21 IL21R IL2RA IL2RB IL2RG IL37 IL6 IL6ST IL7R IPO8 IRAK1 IRF2BP2 IRF4 ITCH ITGA2 ITGA2B ITGB2 ITGB3 ITGB4 JAK3 KARS1 KCNJ1 KIF1B KIF23 KIT KMT5B KNSTRN KRAS LCK LCT LIG3 LIG4 LIPA LRBA LRRC8A LRRK2 MADD MAOA MC2R MCM10 MCM6 MEFV MEN1 MGME1 MLYCD MPI MPV17 MRAP MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW MTTP MVK MYD88 MYO5B NAA10 NAGLU NAGS NAXD NBN NCF4 NEUROG3 NFKBIA NGF NHLRC2 NLRC4 NNT NOD2 NR3C2 NRTN NSUN2 OPLAH ORAI1 OTULIN PALB2 PALLD PARK7 PCSK1 PERCC1 PGM1 PHKA2 PHKB PHKG2 PI4KA PIGT PIK3CD PIK3CG PIK3R1 PINK1 PKP1 PLEC PLVAP PMM2 PODXL POLA1 POLG PPP2R5D PRKN PTEN RABL3 RACGAP1 RAG1 RAG2 RBCK1 RECQL4 REL RET RFX5 RFX6 RFXANK RFXAP RIPK1 RMRP RNF113A RNF168 RRM2B RUNX1 RYR3 SAA1 SAMD9 SAR1B SAT1 SCN11A SCN9A SCNN1A SDHD SEMA3C SEMA3D SERPING1 SGSH SI SKIC2 SKIC3 SLC10A2 SLC12A1 SLC12A3 SLC19A2 SLC1A3 SLC22A5 SLC25A13 SLC26A3 SLC35C1 SLC37A4 SLC39A4 SLC39A7 SLC46A1 SLC51A SLC51B SLC5A1 SLC7A7 SLC9A3 SLCO2A1 SMAD4 SMARCD2 SMO SNCA SON SP110 SPI1 SPINT2 SPP1 SREBF1 SRP19 SRP54 SRSF2 STAR STAT1 STAT4 STK11 STX3 SUGCT SYK SYNJ1 TAOK1 TCF3 TCIRG1 TCN2 TERT TET2 TFRC TGFB1 TKFC TLK2 TMPRSS15 TNFRSF13B TNFRSF13C TNFRSF1A TOM1 TP53 TRAC TREH TSHR TTC7A TTR TXNRD2 TYMP UBE3C UCHL1 UNC45A UQCRH USP7 VPS13C VPS45 WAS WDR1 WIPF1 WNT2B ZAP70 ZBTB24 ZFYVE19 ZNFX1 HP_DIASTASIS_RECTI https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DIASTASIS_RECTI B3GLCT CDKN1C CHAMP1 CHST14 COLEC10 COLEC11 DLK1 ELMO2 EZH2 FOXF1 GNPTAB GPC3 GPC4 GUSB H19 IGF2 KCNQ1 KCNQ1OT1 MASP1 MEG3 MTOR PIGQ PORCN PPP2R3C RTL1 SHPK SOX6 TBCK HP_DIASTEMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DIASTEMA ABCC9 ACTL6B ALX3 ANKRD11 ARSK ATRX CHSY1 DNMT3A FREM1 GATAD2B HMGB3 HRAS IFT57 KCNMA1 KDM5C MGAT2 NHS PACS1 PRKACA RDH11 RNF2 SMC5 STAG1 TCF12 TUBGCP2 UBE3B HP_DICARBOXYLIC_ACIDURIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DICARBOXYLIC_ACIDURIA ABCD4 ACAD8 ACAD9 ACADM ACADS ACADVL ACSF3 ALAD ALDH6A1 CA5A CD320 COX16 CPOX CPT1A CPT2 D2HGDH DHTKD1 ETFA ETFB ETFDH ETHE1 FH FTCD GATA1 GCDH HADH HCFC1 HMBS HMGCL HPD HSPD1 IDH1 IDH2 L2HGDH LETM1 LMBRD1 MCEE MLYCD MMAA MMAB MMACHC MMADHC MMUT MTR MTRR NDUFS4 NFU1 PEX14 POLG PPOX PRDX1 SCO1 SFXN4 SLC13A3 SLC22A5 SLC25A1 SLC25A20 SLC52A1 SUCLA2 SUCLG1 SUGCT TCN2 TRMU UROS HP_DIFFICULTY_CLIMBING_STAIRS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DIFFICULTY_CLIMBING_STAIRS ACTA1 ADSS1 ALG14 ALG2 ANO5 BIN1 CAPN3 DAG1 DMD DNA2 DNAJB6 DPAGT1 DYSF FKRP FLNC GAA GFPT1 GMPPB HADHA HADHB KBTBD13 LAMA2 LIPE LRIF1 MEGF10 MFN2 MIEF2 MT-TE MYH7 MYOT MYPN PLEC PLEKHG5 POLG POLG2 POMGNT1 POMK POMT1 POMT2 PYROXD1 RNASEH1 RRM2B RYR1 RYR3 SGCA SGCD SGCG SLC25A4 SPEG TCAP TFG TNNT1 TNPO3 TOR1AIP1 TPM2 TPM3 TTN TWNK VAPB VCP VMA21 WDR62 HP_DIFFICULTY_IN_TONGUE_MOVEMENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DIFFICULTY_IN_TONGUE_MOVEMENTS ALS2 ATP13A2 EDN1 FRAS1 GAA GIPC1 GNAI3 LRP12 NOTCH2NLC PLCB4 RILPL1 SBF2 SH3TC2 HP_DIFFICULTY_RUNNING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DIFFICULTY_RUNNING ADSS1 AGRN ALG14 ALG2 ANO5 ATP2A1 BICD2 BIN1 COL12A1 DNAJB6 DPAGT1 DYNC1H1 DYSF FBXO38 FHL1 FKRP FLNC GFPT1 GMPPB KBTBD13 KCNC3 KY LAMA2 MEGF10 MFN2 MICU1 MORC2 MT-TE MYH7 MYPN NEFL PEX2 PNPLA2 POPDC3 PYROXD1 RAPSN REEP1 RYR1 RYR3 SFXN4 SGCG SPEG STIM1 TCAP TNNT1 TNPO3 TPM2 TPM3 TTN VCP VMA21 YARS1 HP_DIFFICULTY_STANDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DIFFICULTY_STANDING ABCC8 ATP2B3 CLN8 CYP27B1 CYP2R1 DYM DYSF FAR1 GPAA1 GRIN2A GRM1 KY MYOT SLC34A3 SMS TBCE TFG TK2 TRMT5 VDR WARS2 HP_DIFFICULTY_WALKING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DIFFICULTY_WALKING AARS1 ABCD1 ABHD5 ACOX1 ACTA1 ACTL6B ADAR ADCY5 AGRN AKT1 ALAD ALG14 ALG2 ALS2 ANO5 AOPEP AP3B2 AP4B1 AP4E1 AP4M1 AP4S1 ARL6IP1 ARSA ARSI ARV1 ASAH1 ATP13A2 ATP1A2 ATP1A3 ATP5MC3 ATP6V1A ATP7B B4GALNT1 BAP1 BICD2 BIN1 BSCL2 BVES CACNA1A CACNA1B CACNA2D1 CAPN1 CAPN3 CCN6 CDK19 CDK8 CDKL5 CELF2 CHAT CHCHD10 CIZ1 CLTC CNKSR2 COASY COL12A1 COL13A1 COL6A1 COL6A2 COL6A3 CPT1C CRPPA CRYAB CSF1R CYFIP2 CYP27A1 CYP27B1 CYP2R1 DAG1 DALRD3 DARS2 DDHD1 DDX6 DES DHDDS DHTKD1 DLAT DMD DNA2 DNM1 DNM1L DNM2 DPAGT1 DYM DYSF EEF1A2 EIF2AK3 EIF2S3 ELOVL5 ERCC1 ERCC4 ERCC6 ERCC8 ERLIN1 FA2H FBXO28 FBXO38 FDX2 FGF12 FGF13 FGF14 FHL1 FKRP FKTN FLNC FLRT1 FTL FUS FZR1 GAA GABBR2 GABRA2 GABRA5 GABRB2 GABRG2 GALC GAN GBA2 GBF1 GFPT1 GIPC1 GJB1 GJC2 GLE1 GMPPB GNS GOSR2 GPAA1 GPT2 GRID2 GRIN2D GYG1 HACE1 HCN1 HERC1 HK1 HPCA HSPB1 HSPB3 HTT IBA57 IFIH1 INTS1 ISCU ITPR3 KBTBD13 KCNA2 KCNB1 KCNC3 KCND3 KCNJ10 KLC2 KLHL41 KLHL9 KPNA3 KY LPIN1 LRP12 LRP4 LSM11 LYSET MARCHF6 MARS1 MATN3 MATR3 MECP2 MED25 MEGF10 MFN2 MICU1 MIEF2 MORC2 MPZ MSTO1 MT-ATP6 MT-CO1 MT-CO3 MTMR14 MTRFR MYF6 MYH7 MYO1H MYO9A MYOT MYPN NACC1 NDUFS8 NEB NECAP1 NEFL NF2 NKX2-1 NKX6-2 NOP56 NOTCH2NLC NPR3 NTRK1 NTRK2 NUBPL NUS1 OBSCN ORAI1 PACS2 PARS2 PDGFB PDK3 PEX6 PGAP1 PI4KA PIK3CA PKP1 PLEKHG5 PLP1 PMP2 PMP22 PNPLA2 POLG2 POMT1 POMT2 PPP3CA PRX PSAP PUS3 PYCR2 RAB11B RARS1 REEP1 RILPL1 RNASEH1 RNASEH2A RNASEH2B RNASEH2C RNU12 RNU7-1 RSPRY1 RTN2 RYR1 SACS SAMHD1 SBF2 SCN3A SCN8A SETX SGCB SGCD SH3TC2 SIGMAR1 SLC13A5 SLC18A3 SLC1A2 SLC25A1 SLC25A19 SLC2A3 SLC30A10 SLC30A9 SLC34A3 SLC38A3 SLC5A7 SLC7A6OS SLC9A7 SMARCB1 SMARCE1 SMO SNAP25 SORD SPART SPG11 SPG21 SPTLC1 SQSTM1 STRADA STUB1 SUFU SURF1 SYNGAP1 SYNJ1 SYT2 SZT2 TAF1 TBC1D23 TCAP TERT TGM6 TIA1 TK2 TNNT1 TPK1 TPM2 TPM3 TPP1 TRAF7 TRAK1 TRAPPC11 TREX1 TRPV4 TTBK2 TTN UBA5 UBAP1 USP9X VAMP1 VCP VDR WARS1 WARS2 WASHC5 WDR48 WWOX YARS1 YWHAG HP_DIFFUSE_ALVEOLAR_HEMORRHAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DIFFUSE_ALVEOLAR_HEMORRHAGE BCOR COL3A1 EIF2AK4 FIP1L1 HMOX1 IRF2BP2 NABP1 NLRC4 NPM1 NUMA1 PML PRKAR1A RARA STAT3 STAT5B TBL1XR1 ZBTB16 HP_DIFFUSE_CEREBELLAR_ATROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DIFFUSE_CEREBELLAR_ATROPHY AARS1 BTD CAMLG CARS1 CARS2 DAB1 EMC1 ERCC2 ERCC3 FMR1 GTF2E2 GTF2H5 ITPR1 KIF1A MPLKIP PEX10 PNPT1 RNF113A TARS1 TBC1D24 TXN2 HP_DIFFUSE_CEREBRAL_ATROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DIFFUSE_CEREBRAL_ATROPHY ARX ATP13A2 ATP6AP2 BTD CARS2 CASK CDKL5 COG2 COG5 COQ2 CTSF DCDC2 DHCR7 DMXL2 DNM1 DNM1L ERCC6 FARS2 FDXR FMR1 GALC GLB1 GNAO1 GRIN1 GRIN2A GRM7 HSD17B10 HTRA1 KARS1 KCNA1 MED17 MOCS2 NEUROD2 PIGP PIGQ PMPCA PNKP PRKAR1B PSAP RARS1 SCN1B SCN2A SIK1 SLC25A22 SLC32A1 TBC1D24 TBCD TBP TIAM1 TMEM67 TRIM8 UQCRC1 VPS16 WARS2 HP_DIFFUSE_OPTIC_DISC_PALLOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DIFFUSE_OPTIC_DISC_PALLOR B3GALT6 C1QTNF5 CNGA3 COL18A1 COL4A1 DPAGT1 HGSNAT KLHL7 MMP19 POMGNT1 SCAPER TUB TUBB4B TULP1 ZNF408 HP_DIFFUSE_PALMOPLANTAR_HYPERKERATOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DIFFUSE_PALMOPLANTAR_HYPERKERATOSIS AQP5 JUP KLHL24 KRT1 KRT16 KRT9 RHBDF2 SERPINA12 SLURP1 SNAP29 HP_DIFFUSE_WHITE_MATTER_ABNORMALITIES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DIFFUSE_WHITE_MATTER_ABNORMALITIES ARX CASK CDKL5 DMXL2 FKRP GLB1 GMPPB GNAO1 GRIN1 GRM7 HEPACAM HERC1 HTRA1 KCNA1 NEUROD2 OSTM1 PIGP PIGQ PLEKHG2 PLP1 PNKP POMGNT1 POMK POMT1 POMT2 RIN2 SCN1B SCN2A SIK1 SLC12A6 SLC25A22 SLC32A1 TIMM50 TRIM8 VPS11 HP_DIGENIC_INHERITANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DIGENIC_INHERITANCE ADH5 DNMT3B DYNC2H1 GDF3 GDF6 GJB2 GJB3 GJB6 LRIF1 NEK1 SLCO1B1 SLCO1B3 SMCHD1 TYMS HP_DIGESTIVE_SYSTEM_NEOPLASM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DIGESTIVE_SYSTEM_NEOPLASM AAGAB ABCB11 ABCB4 ABCC8 ABCD1 ACD ACVRL1 ADA2 AHCY AKT1 APC APPL1 ARID1A ARID1B ARID2 ARSA ASCC1 ATP2A2 ATP7A ATP7B ATRX AURKA AXIN1 AXIN2 BAP1 BARD1 BAX BCL10 BLK BLM BMP2 BMP6 BMPR1A BRAF BRCA1 BRCA2 BRIP1 BTK BUB1 BUB1B BUB3 C1S CASP10 CASP8 CC2D2A CCND1 CD19 CD81 CDH1 CDK4 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CEL CEP57 CHEK2 COL14A1 COL4A5 COL4A6 CPOX CR2 CREBBP CTHRC1 CTNNB1 DAXX DCC DICER1 DIS3L2 DKC1 DLC1 DLEC1 DLK1 DOCK8 DPF2 DZIP1L ECE1 EDN3 EDNRB ENG EP300 EPCAM ERBB2 ERBB3 F5 FAH FAN1 FAS FASLG FGFR2 FGFR3 FH FLCN FOXE1 G6PC1 GATA1 GCGR GCK GDF2 GDNF GIMAP5 GNAS GPC3 GPC4 GPR35 GREM1 H19 HABP2 HBB HEATR3 HEPACAM HFE HMBS HNF1A HNF4A ICOS IGF2 IGF2R IL12A IL12RB1 IL1B IL1RN INPP5E INS IRF1 IRF2BP2 IRF5 JAG1 JAK2 KCNJ11 KCNQ1 KCNQ1OT1 KEAP1 KIT KLF11 KLF6 KLLN KRAS KRT5 LMNA LZTS1 MAD1L1 MBD4 MC1R MCC MDM2 MEG3 MEN1 MET MGMT MINPP1 MITF MLH1 MLH3 MMEL1 MPV17 MRE11 MS4A1 MSH2 MSH3 MSH6 MSR1 MST1 MTOR MUTYH MYH11 NAB2 NBN NEUROD1 NF1 NFKB1 NFKB2 NRAS NRTN NTHL1 PALB2 PALLD PAX4 PDE11A PDGFRA PDGFRL PDX1 PHKA2 PHKB PHKG2 PIEZO2 PIK3CA PKHD1 PLA2G2A PMS1 PMS2 POFUT1 POGLUT1 POLD1 POLE POT1 POU2AF1 POU6F2 PPOX PRKAR1A PRKCD PSAP PSENEN PTCH1 PTEN PTPN12 PTPN3 PTPRJ PYGL RABL3 RAD21 RAD50 RAD51 RAD51C RAD51D RAD54B RASGRP1 RELA REST RET RHBDF2 RNF43 RNF6 RPGRIP1L RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RTL1 SDHA SDHB SDHC SDHD SEC23B SEMA3C SEMA3D SEMA4A SEMA4D SERPINA1 SETBP1 SH3KBP1 SKIC2 SKIC3 SLC25A13 SLC2A2 SLC37A4 SMAD4 SMAD7 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMO SMPD1 SOX11 SOX4 SPIB SPRED1 SPRTN SRC SREBF1 STAT1 STAT6 STK11 TCF4 TERF2IP TERT TGFBR2 TJP2 TLR2 TMEM67 TNFRSF13B TNFRSF13C TNFSF12 TNFSF15 TNPO3 TOM1 TP53 TREX1 TRIM28 TRIP13 TSR2 TULP3 UROD USF3 VHL WRN WT1 WWOX YY1 ZFTA HP_DIGITAL_FLEXOR_TENOSYNOVITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DIGITAL_FLEXOR_TENOSYNOVITIS CD244 CIITA IL10 NFKBIL1 PTPN22 SLC22A4 TTR HP_DILATATED_INTERNAL_AUDITORY_CANAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DILATATED_INTERNAL_AUDITORY_CANAL EYA1 GJB2 GJB6 POU3F4 SIX1 HP_DILATATION_OF_THE_BLADDER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DILATATION_OF_THE_BLADDER ACTG2 AQP2 AVPR2 FOXF1 LMOD1 LRIG2 MYH11 MYL9 MYLK MYOCD NKX2-1 TP63 HP_DILATATION_OF_THE_CEREBRAL_ARTERY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DILATATION_OF_THE_CEREBRAL_ARTERY ACTA2 ALG5 ALG9 ANGPTL6 BGN BICC1 COL1A1 COL3A1 COL4A1 COL5A1 COL5A2 DNAJB11 ELN ENG FARSB FBN1 FOXE3 GAA GANAB GGCX HEY2 IFT140 IPO8 LOX MAT2A MFAP5 MYH11 MYLK NF1 PCNT PDE11A PKD1 PKD2 PLOD3 PRKAR1A PRKCSH PRKG1 SMAD2 SMAD3 SMAD4 SPTBN1 STAT1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 THSD1 THSD4 TOM1 TONSL HP_DILATATION_OF_THE_VENTRICULAR_CAVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DILATATION_OF_THE_VENTRICULAR_CAVITY ALDH18A1 EFEMP2 ELN FBLN5 FOCAD GMPPB LTBP1 NDE1 NPPA PKP2 RPL10 HP_DILATED_CARDIOMYOPATHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DILATED_CARDIOMYOPATHY ABCC9 ACAD8 ACAD9 ACADVL ACTA1 ACTC1 ACTN2 ADA2 ADCY5 ALMS1 ANKRD1 ANKRD11 ATP5F1A ATP5F1D ATP5F1E ATP5MK ATPAF1 ATPAF2 BAG3 BAG5 BBS2 BOLA3 BRCC3 CAP2 CASQ2 CASZ1 CHKB COL7A1 COX7B CPT2 CRYAB CSRP3 DEF6 DES DMD DNAJC19 DOLK DPM3 DSG2 DSP ENPP1 EPG5 ERBB3 EYA4 FHL1 FHL2 FKRP FKTN GABRD GATA5 GATAD1 GLB1 GTPBP3 HADH HADHA HADHB HAMP HAND2 HBB HCCS HJV HMGCL HSPG2 JPH2 JUP KAT6B KCNAB2 KCNJ2 KCNJ5 LAMA3 LAMA4 LAMB3 LAMC2 LAMP2 LDB3 LIMS2 LMNA LMOD2 LRP12 LUZP1 MEFV MGME1 MLYCD MMACHC MMP1 MMP23B MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TK MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MYBPC3 MYH6 MYH7 MYL2 MYPN NAXD NDUFB11 NEXN NUP107 PDPN PGM1 PLN POLG POLG2 POMT2 PPCS PRDM16 PRKCZ PSEN1 PSEN2 RAF1 RBCK1 RBM20 RERE RNF220 RPL3L RRAGD RRM2B RYR2 SCN5A SDHA SDHD SGCA SGCB SGCD SKI SLC25A4 SLC2A10 SLC5A6 SLC6A6 SPEG SPEN SYNE1 SYNE2 TAF1A TAFAZZIN TCAP TERT TKFC TMEM43 TMPO TNNC1 TNNI3 TNNI3K TNNT2 TOP3A TPM1 TPM3 TRDN TSFM TTN TWNK TXNRD2 UBE4B UBR1 VCL VEZF1 VPS13A XK XRCC4 HP_DILATION_OF_VIRCHOW_ROBIN_SPACES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DILATION_OF_VIRCHOW_ROBIN_SPACES ALG2 ASXL2 CLCN3 COL4A1 DCX H3-3A H4C9 HTRA1 KMT5B NGLY1 ODC1 PAFAH1B1 PLXNA1 PTEN RIN2 RPL10 SIAH1 ZSWIM6 HP_DIMINISHED_ABILITY_TO_CONCENTRATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DIMINISHED_ABILITY_TO_CONCENTRATE DYM EMC10 ERF HERC2 POLG SPTBN1 TBL1X TMEM163 TREX1 TWNK HP_DIMINISHED_MOVEMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DIMINISHED_MOVEMENT ACTA1 AIFM1 ALG11 ATP13A2 ATP7B CFL2 CHRNA1 CHRND CHRNG CLTC CNTN1 CP DCTN1 DDC DNAJC13 DNAJC6 DOK7 DPAGT1 DPM2 EIF4G1 ERBB3 FGF14 FLVCR2 FRRS1L FXR1 GBA1 GFM1 GIGYF2 GLRA1 GPHN HTT KARS1 KIF21A KLHL40 KLHL41 LAMA2 LAMP2 LGI3 LMOD3 LRRK2 MAPT MPZ MRPS16 MTM1 MUSK MYOD1 NDUFA13 NEB NR4A2 NUP88 PAM16 PANK2 PDE8B PET117 PODXL POLG POLG2 PPP2R2B PRNP RAPSN RRM2B SLC18A3 SLC25A4 SLC2A3 SLC39A14 SLC52A2 SLC6A3 SNCA SYNJ1 TH TMEM240 TOR1A TPM2 TPM3 TSPOAP1 TUBA1A TWNK VPS13C VPS35 WDR45 WWOX HP_DIMPLE_CHIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DIMPLE_CHIN CHD7 CTU2 EZH2 KCNJ6 MYH3 NALCN PIEZO2 PIK3R1 RUNX2 SEMA3E SMARCA2 SPECC1L TBX22 TFAP2A TWIST2 HP_DISCOID_LUPUS_RASH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DISCOID_LUPUS_RASH BANK1 BLK C1QB C1QC C4A C4B CR2 CTLA4 CYBA CYBB DNASE1 ETS1 FCGR2B FCGR3B HLA-DRB1 IGHG1 IL10 IRAK1 IRF5 ITGAM JAZF1 KIAA0319L LEMD3 MECP2 NCF1 NCF2 PDCD1 PTPN22 PXK SAT1 SPP1 STAT4 TLR7 TNFAIP3 TNFSF4 TNIP1 TREX1 UBE2L3 HP_DISINHIBITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DISINHIBITION AARS1 ABCA7 ACTL6B ADAT3 AFF2 AMT AP3B2 APP ARPC4 ARV1 ATP1A2 ATP1A3 ATP6V1A BAZ1B BCL7B BCORL1 BUD23 C19orf12 CACNA1A CACNA1B CACNA2D1 CDH2 CDK19 CDON CELF2 CEP152 CHAMP1 CHCHD10 CHMP2B CLIP2 CLTC CNKSR2 COQ5 CREBBP CYFIP2 DALRD3 DCTN1 DDX59 DEPDC5 DHDDS DISP1 DLL1 DNAJC13 DNAJC30 DNAJC6 DNM1 DNMT1 DPYSL5 EEF1A2 EIF4G1 EIF4H ELN EP300 FBXO28 FBXW11 FGF12 FGF13 FGF8 FKBP6 FMR1 FOXH1 FTL FUS FUZ FZR1 GABBR2 GABRA1 GABRA2 GABRA5 GABRB2 GABRB3 GABRG2 GAS1 GBA1 GIGYF2 GLDC GLI2 GNB2 GRIK2 GRIN2A GRIN2D GRN GTF2I GTF2IRD1 GTF2IRD2 H4C5 HCN1 HEPHL1 HIVEP2 HTRA2 HTT IFNG IL1RAPL1 KANSL1 KCNA2 KCNB1 KNL1 LGI1 LIMK1 LRRK2 MAGEL2 MAOA MAPT MED13L METTL27 MLXIPL NAA20 NCF1 NECAP1 NFIB NODAL NONO NTRK1 NTRK2 NUS1 PACS2 PANK2 PARK7 PARS2 PCDH19 PHIP PIGH PINK1 PLA2G6 PODXL POGZ POLA1 PPP3CA PRKN PSEN1 PSEN2 PTCH1 PTCHD1 RELN RFC2 SCN1A SCN1B SCN2A SCN3A SCN8A SCN9A SHH SIX3 SLC13A5 SLC1A2 SLC1A3 SLC2A3 SLC38A3 SMARCA2 SNCA SORL1 SPAST SPEN SPTBN1 SQSTM1 SRCAP STIL STX1A SUGCT SYNGAP1 SYNJ1 SZT2 TARDBP TBK1 TBL2 TDGF1 TGIF1 TMEM106B TMEM240 TMEM270 TOMM40 TRAK1 TREM2 TSC1 TSC2 TYROBP UBA5 UBTF UCHL1 USP7 VANGL1 VCP VPS13A VPS13C VPS16 VPS35 VPS37D WDR62 WWOX YWHAG ZIC2 HP_DISPLACEMENT_OF_THE_URETHRAL_MEATUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DISPLACEMENT_OF_THE_URETHRAL_MEATUS ABL1 ACTA1 ADA2 ADAT3 AFF4 ALG12 ANKRD11 APC2 AR ARCN1 ARID1A ARID1B ARID2 ARL6IP6 ARVCF ARX ATP6AP2 ATR ATRX B3GLCT B9D2 BCOR BDNF BICRA BRAF BRCA1 BRCA2 BRD4 BRIP1 BUB1B C2CD3 CARS1 CASZ1 CCDC22 CCDC8 CDC42 CDC42BPB CDC45 CDC6 CDCA7 CDH11 CDKN1C CDT1 CEP152 CHRNA3 CHRNG CILK1 CLMP COG1 COL3A1 COLEC10 COLEC11 COMT COX7B CPLX1 CREBBP CSPP1 CTBP1 CTC1 CUL4B CUL7 CUX1 CYB5A CYP11A1 CYP17A1 CYP21A2 DACT1 DCHS1 DHCR7 DHX37 DKC1 DLL3 DMRT3 DNAJC19 DPF2 DPP9 DPYSL5 DVL1 DVL3 DYNC2LI1 DYRK1A EFNB1 EHMT1 EP300 EPG5 ERCC4 ERMARD ESCO2 EVC EVC2 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAT4 FBXL4 FDFT1 FGFR1 FGFR2 FGFRL1 FIG4 FLNA FOCAD FOXC1 FOXF1 FRAS1 FREM2 FZD2 GABRD GATA1 GATA4 GATAD2B GLI1 GLI3 GMNN GNA11 GP1BB GPC3 GPC4 GRB10 GRIP1 H4C11 HBA1 HBA2 HCCS HDAC8 HEATR3 HES7 HIRA HMGA2 HNF1B HNRNPH1 HOXA13 HOXD13 HSD3B2 HSPG2 HUWE1 HYLS1 IGF2 ISL1 JMJD1C KANSL1 KAT5 KAT6B KCNAB2 KDM1A KDM3B KDM5B KDM6A KIAA0586 KIAA0753 KIF7 KIFBP KLF1 KLHL40 KLHL41 KMT2D KRAS LETM1 LFNG LIG4 LMNA LMOD3 LRPPRC LSS LUZP1 MAB21L2 MAD2L2 MAMLD1 MAP2K1 MAP3K1 MAPRE2 MBTPS2 MCTP2 MECP2 MED12 MED12L MED25 MESP2 MID1 MKKS MMP23B MNX1 MTM1 MTOR MYMK MYMX MYRF NAA10 NDUFA6 NDUFA8 NDUFB11 NDUFB7 NDUFS4 NEB NELFA NHP2 NIPBL NKX2-1 NOP10 NOTCH2 NPM1 NR0B1 NR5A1 NSD1 NSD2 NSUN2 OBSL1 OGT ORC1 ORC4 ORC6 OTUD5 PAICS PALB2 PARN PAX6 PCNT PDE4D PDPN PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PIEZO2 PIGG PIGN PITX2 PLAG1 PNPLA6 POLE POLR3A POR PPP1R12A PQBP1 PRDM16 PRKACA PRKACB PRKCZ PRPS1 PSMD12 PSPH PTDSS1 PTPN11 PUF60 RAC1 RAD21 RAD51 RAD51C RAF1 RBBP8 RERE RFWD3 RIPPLY2 RLIM RNU12 RPL10 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RREB1 RSPO1 RTEL1 RTTN SALL1 SAMD9 SCUBE3 SEC24C SETBP1 SETD2 SETD5 SIAH1 SIN3A SIX6 SKI SKIC3 SLC25A10 SLC31A1 SLX4 SMAD4 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMCHD1 SMG8 SMS SOX11 SOX2 SOX4 SOX9 SPEN SPTBN1 SRCAP SRD5A2 SRY SSR4 STAR SUCLG1 SYNGAP1 TAPT1 TBX1 TBX22 TCF12 TERC TERT TFAP2A THOC6 TINF2 TMEM63A TMEM70 TMEM94 TONSL TP63 TRIM8 TSR2 TTC8 TUBB TYMS UBA1 UBE2A UBE2T UBE4B UBR1 UFD1 USB1 USP9X VAC14 VAMP7 VPS35L WASHC5 WDR35 WNT4 WNT5A WNT7A WRAP53 WT1 WWOX XRCC2 ZEB2 ZFPM2 ZMIZ1 ZMPSTE24 ZMYM2 ZNF699 HP_DISPROPORTIONATE_SHORT_LIMB_SHORT_STATURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DISPROPORTIONATE_SHORT_LIMB_SHORT_STATURE ACAN AGPS ALG12 ALG9 ALPL ARCN1 ASXL1 B3GAT3 B3GLCT BMPR1B CANT1 CEP120 CEP57 CFAP410 CHST3 CLPB COG1 COL10A1 COL11A1 COL1A1 COL1A2 COL2A1 COMP CREB3L1 CRTAP CSGALNACT1 CSPP1 CTSK DDR2 DDRGK1 DHCR24 DHCR7 DVL1 DYM DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 EBP EVC EVC2 FGFR1 FGFR2 FGFR3 FLNB FZD2 GDF5 GLI1 GNPAT GPC6 GPX4 GSC HDAC6 HS2ST1 HSPG2 IFT122 IFT140 IFT43 IFT52 IFT80 IHH INPPL1 KDELR2 KIAA0586 KIAA0753 KMT2A KYNU LBR MAB21L2 MATN3 MBTPS2 MESD MIR140 MMP13 MTOR MYSM1 NSMCE2 NXN P3H1 PCYT1A PEX7 PKDCC POC1A PPIB PRKACA PRKACB PRKAR1A PRKG2 PTH1R RMRP ROR2 SERPINH1 SHOX SIK3 SLC26A2 SLC35D1 SLC39A8 SOX9 TBX15 TONSL TRIP11 TRPV4 WDR19 WDR35 WNT5A XRCC4 XYLT1 HP_DISPROPORTIONATE_SHORT_STATURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DISPROPORTIONATE_SHORT_STATURE ACAN ACP5 AGPS ALG12 ALG9 ALPL ARCN1 ARSB ARSK ASXL1 B3GAT3 B3GLCT BGN BMPER BMPR1B BRF1 CANT1 CCN6 CEP120 CEP57 CFAP410 CHST3 CLPB COG1 COL10A1 COL11A1 COL11A2 COL1A1 COL1A2 COL2A1 COMP CREB3L1 CRTAP CSGALNACT1 CSPP1 CTSK DDR2 DDRGK1 DHCR24 DHCR7 DLL3 DVL1 DYM DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 EBP EVC EVC2 EXTL3 FGFR1 FGFR2 FGFR3 FLNB FN1 FZD2 GALNS GDF5 GLB1 GLI1 GNPAT GPC6 GPX4 GSC HDAC6 HS2ST1 HSPG2 IFT122 IFT140 IFT43 IFT52 IFT80 IHH INPPL1 KDELR2 KIAA0586 KIAA0753 KIF22 KMT2A KYNU LBR MAB21L2 MATN3 MBTPS2 MESD MESP2 MIR140 MMP13 MTOR MYSM1 NKX3-2 NPR2 NSMCE2 NXN P3H1 PCNT PCYT1A PEX7 PHEX PKDCC POC1A PPIB PRKACA PRKACB PRKAR1A PRKG2 PTH1R PUF60 RAB33B RMRP RNU4ATAC ROR2 RSPRY1 SERPINH1 SHOX SIK3 SLC10A7 SLC26A2 SLC35D1 SLC39A8 SMARCAL1 SOX9 TBX15 TBX6 TONSL TRAPPC2 TRIP11 TRPV4 WDR19 WDR35 WNT5A WNT7A XRCC4 XYLT1 XYLT2 HP_DISPROPORTIONATE_SHORT_TRUNK_SHORT_STATURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DISPROPORTIONATE_SHORT_TRUNK_SHORT_STATURE ACP5 ARSB ARSK BGN BMPER BRF1 CCN6 CFAP410 CHST3 COL2A1 DLL3 DYM FLNB FN1 GALNS GLB1 KIF22 MESP2 NKX3-2 PUF60 RAB33B RSPRY1 SMARCAL1 TBX6 TRAPPC2 TRIP11 TRPV4 XYLT2 HP_DISPROPORTIONATE_TALL_STATURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DISPROPORTIONATE_TALL_STATURE AKT1 ASXL3 ATP6V1A ATP6V1E1 CBS CHST14 COL1A2 COL2A1 CPLX1 CTBP1 DLG4 DSE FBN1 FBN2 FKBP14 HERC1 HPGD LARS2 LETM1 LOX MAN2B1 MED12 MFAP5 NELFA NKAP NSD2 PIGG PLOD1 POR PTEN RET SMAD2 SMAD3 SMS TGFBR1 TGFBR2 THSD4 UPF3B ZDHHC9 ZNF469 HP_DISSEMINATED_INTRAVASCULAR_COAGULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DISSEMINATED_INTRAVASCULAR_COAGULATION BCOR CD46 CFH CFI FIP1L1 HELLPAR IL6ST IRF2BP2 LIPA LPIN1 MT-CO1 MT-CO3 NABP1 NFS1 NLRC4 NPM1 NUMA1 OBSCN PML PRKAR1A PROS1 RARA RASA1 RYR1 SERPIND1 STAT3 STAT5B TBL1XR1 ZBTB16 HP_DISTAL_AMYOTROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DISTAL_AMYOTROPHY AARS1 ABCA1 ABHD12 ACTA1 ACTN2 ADCY6 ADSS1 AFG3L2 AGL AGRN AIFM1 ALDH18A1 ALS2 ANG ANO5 APTX ASAH1 ATAD3A ATL1 ATL3 ATP1A1 ATP7A ATXN1 ATXN2 ATXN3 B4GALNT1 BICD2 BSCL2 C19orf12 CADM3 CAV3 CCT5 CEP126 CHAT CHCHD10 CHP1 CHRNA1 COA7 COASY COL13A1 COMP CPLANE1 CPT1C CUL4B CYP27A1 DCAF8 DCTN1 DNAJB2 DNM2 DOK7 DYSF EGR2 FBLN5 FGD4 FLNC FLRT1 FUS FXN GAN GARS1 GBA2 GBF1 GDAP1 GIPC1 GJB1 GNB4 GNE HARS1 HINT1 HK1 HNRNPA1 HSPB1 HSPB3 HSPB8 IBA57 IDUA IGHMBP2 INF2 ITPR3 JAG1 JPH1 KANSL1 KDM5C KIF1A KIF1B KIF1C KIF5A KLC2 KLHL9 KRT14 KRT5 LDB3 LITAF LMNA LRP12 LRSAM1 MAG MARS1 MATR3 MED25 MFN2 MME MORC2 MPV17 MPZ MRE11 MSTO1 MT-TE MTMR2 MTRFR MYH14 MYH7 MYO9A MYOT NDRG1 NDUFA9 NEB NEFL NEMF NGLY1 NOTCH2NLC PDK3 PEX10 PHKA1 PIK3R5 PLEKHG5 PLOD3 PMP2 PMP22 PNKP PNPLA6 POLG POMGNT2 PRPS1 PRX PTRH2 RAB7A RAI1 REEP1 RILPL1 RYR1 SACS SBF2 SDHA SDHAF1 SDHB SDHD SETX SH3TC2 SIGMAR1 SLC12A6 SLC18A3 SLC25A1 SLC25A21 SLC25A46 SLC39A13 SLC52A3 SLC5A6 SLC5A7 SMN1 SMN2 SNAP25 SOX10 SPART SPAST SPG11 SPTBN4 SPTLC1 SPTLC2 SQSTM1 STUB1 SVBP SYT2 TBCE TCAP TDP1 TFG TIA1 TIMM8A TNR TOR1AIP1 TPM3 TRIM2 TRPV4 TWNK TYMP VAMP1 VAPB VCP VPS13A VPS13D VRK1 WARS1 YARS1 YY1 ZBTB20 ZC4H2 ZFYVE26 HP_DISTAL_ARTHROGRYPOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DISTAL_ARTHROGRYPOSIS ACADM ADCY6 ADGRG1 ATAD1 CCDC47 CHST14 CNTNAP1 FBN2 FIG4 GLDN GLI3 LGI4 MED13L MYBPC1 MYH8 MYO9A MYOD1 NRCAM PI4KA PIEZO2 REEP1 SRPX2 TNNI2 YY1 HP_DISTAL_FEMORAL_METAPHYSEAL_ABNORMALITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DISTAL_FEMORAL_METAPHYSEAL_ABNORMALITY BMP1 COL10A1 EZH2 PAM16 SETBP1 HP_DISTAL_JOINT_LAXITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DISTAL_JOINT_LAXITY ALG2 COL12A1 COL13A1 COL6A1 COL6A2 COL6A3 COMP PLOD1 PYROXD1 HP_DISTAL_LOWER_LIMB_AMYOTROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DISTAL_LOWER_LIMB_AMYOTROPHY AARS1 ADSS1 AIFM1 ALS2 ATL1 ATXN3 B4GALNT1 BICD2 BSCL2 CADM3 CPT1C CUL4B DNAJB2 DYSF FBLN5 FGD4 FLNC FLRT1 GIPC1 GJB1 GNB4 HINT1 HK1 HSPB1 HSPB3 INF2 KDM5C KIF5A KLC2 KRT14 KRT5 LMNA LRP12 MAG MFN2 MME MORC2 MT-TE MTRFR MYH7 NEFL NOTCH2NLC PDK3 PMP22 RAB7A RILPL1 RYR1 SLC12A6 SPG11 TCAP TFG TPM3 TRPV4 WARS1 YY1 HP_DISTAL_LOWER_LIMB_MUSCLE_WEAKNESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DISTAL_LOWER_LIMB_MUSCLE_WEAKNESS ABCD1 ADSS1 AGRN AIFM1 ANO5 ATL1 BICD2 BSCL2 CCND1 CHAT CHCHD10 COL13A1 CPT1C DDHD2 DES DHTKD1 DNM2 DYSF EGR2 EMILIN1 EXTL3 FBLN5 FGD4 FKTN FLNC GARS1 GDAP1 GIPC1 GJB1 GMPPB GNB4 GNE GYG1 HARS1 HINT1 HK1 HSPB1 HSPB3 HSPB8 IBA57 JAG2 KIF1A LMNA LRP12 MAPT MATR3 MFN2 MME MORC2 MPZ MT-ATP6 MTMR14 MTRFR MTTP MYH7 MYO9A NDRG1 NEFL NOTCH2NLC PLEC PMP2 PMP22 PNKP PNPLA6 PRX RAB7A REEP1 RILPL1 SARDH SBF1 SBF2 SCYL1 SECISBP2 SLC12A6 SLC18A3 SLC25A1 SLC5A6 SLC5A7 SMPX SNAP25 SORD SPG11 SPTLC2 SYT2 TCAP TDP1 TPM3 TRPV4 TTN VAMP1 VCP VHL VWA1 WARS1 HP_DISTAL_MUSCLE_WEAKNESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DISTAL_MUSCLE_WEAKNESS AARS1 ABCA1 ABCD1 ABHD16A ACTA1 ACTN2 ADSS1 AFG3L2 AGRN AIFM1 ALDH18A1 ALG14 ALG2 ALS2 ANG ANO5 ATL1 ATL3 ATP1A1 ATP1A2 ATP7A ATXN1 ATXN3 BAG3 BICD2 BIN1 BSCL2 C19orf12 CACNA1A CADM3 CAV3 CCND1 CHAT CHCHD10 CHP1 COA7 COL12A1 COL13A1 COL6A1 COL6A2 COL6A3 COLQ CPOX CPT1C CRYAB DARS2 DCAF8 DCTN1 DDHD2 DES DGUOK DHH DHTKD1 DNAJB2 DNM2 DNMT1 DPAGT1 DYNC1H1 DYSF EGR2 ELOVL5 EMILIN1 ERLIN2 EXTL3 FBLN5 FGD4 FIG4 FKTN FLNC FLVCR1 FUS GAN GARS1 GBF1 GCH1 GDAP1 GFPT1 GIPC1 GJB1 GMPPB GNB4 GNE GRIA3 GTPBP2 GYG1 HADHA HADHB HARS1 HEXB HINT1 HK1 HMBS HNRNPA1 HNRNPA2B1 HSPB1 HSPB3 HSPB8 IBA57 IGHMBP2 IMPDH2 INF2 ISCU ITPR3 JAG1 JAG2 JPH1 KIF1A KIF1B KLHL9 LAMB2 LAMP2 LDB3 LIG3 LITAF LMNA LRP12 LRSAM1 MAP3K20 MAPT MARS1 MATR3 MCM3AP MED25 MFN2 MLIP MME MORC2 MPV17 MPZ MT-ATP6 MTMR14 MTMR2 MTRFR MTTP MYBPC1 MYH14 MYH2 MYH7 MYMK MYO9A MYOT NAGA NDRG1 NEB NEFL NOTCH2NLC NR4A2 NUTM2B-AS1 OBSCN PABPN1 PEX7 PHKA1 PLEC PLEKHG5 PLIN4 PMP2 PMP22 PNKP PNPLA2 PNPLA6 POLG PPP1R15B PRPS1 PRRT2 PRX PTRH2 RAB7A RAI1 REEP1 RELA RFC1 RILPL1 RRM2B RYR1 SACS SARDH SBF1 SBF2 SCN1A SCYL1 SECISBP2 SETX SH3TC2 SIGMAR1 SLC12A6 SLC18A3 SLC25A1 SLC25A19 SLC25A21 SLC5A6 SLC5A7 SMPX SNAP25 SORD SOX10 SPG11 SPTLC1 SPTLC2 SQSTM1 SYT2 TARDBP TBK1 TCAP TDP1 TIA1 TK2 TNPO3 TNR TOR1AIP1 TPM3 TRMT10A TRPV4 TTN TWNK TYMP UBA1 VAMP1 VAPB VCP VHL VPS13A VPS13D VWA1 WARS1 XRCC1 YARS1 ZC4H2 ZFTA HP_DISTAL_PERIPHERAL_SENSORY_NEUROPATHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DISTAL_PERIPHERAL_SENSORY_NEUROPATHY DKK1 GSN HADHA HADHB IBA57 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW SPG11 HP_DISTAL_RENAL_TUBULAR_ACIDOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DISTAL_RENAL_TUBULAR_ACIDOSIS ATP6V0A4 CA2 CLDN16 GATA3 HNF1B SLC4A1 HP_DISTAL_SENSORY_IMPAIRMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DISTAL_SENSORY_IMPAIRMENT AARS1 AASS ABCD1 ABHD12 ADA2 ADCY6 AIFM1 ALDH4A1 APTX ATL1 ATL3 ATP13A2 ATP7A ATXN1 ATXN10 BAG3 BSCL2 C19orf12 CADM3 CAPN1 CAV1 CAV3 CCT5 CHCHD10 COA7 COX6A1 CYP7B1 DARS2 DCAF8 DDHD1 DHH DNAJB2 DNM2 DYNC1H1 EGR2 FBLN5 FGD4 FIG4 GAN GARS1 GBE1 GBF1 GDAP1 GJB1 GJC2 GNB4 HARS1 HINT1 HK1 HSPB1 HSPB8 IARS2 IBA57 IGHMBP2 INF2 ITPR3 JPH1 KARS1 KIF1A KIF1B KIF5A KLHL9 KPNA3 LITAF LMNA LMNB1 LRSAM1 MARS1 MATR3 MCM3AP MED25 MFN2 MME MORC2 MPV17 MPZ MSTO1 MTMR2 MTRFR MTTP MYH14 NAGA NAGLU NDRG1 NEFH NEFL NTRK1 PDK3 PDYN PEX10 PIK3R5 PLEKHG5 PMP2 PMP22 PNKP PNPT1 POLG POLR3A POLR3B PRPS1 PRX RAB7A RAI1 RASA1 REEP1 SACS SAMD9L SBF1 SBF2 SCYL1 SERPINI1 SETX SH3TC2 SLC25A19 SLC25A46 SOX10 SPG11 SPTLC1 SPTLC2 SYT2 TDP1 TFG TK2 TRPV4 TWNK TYMP VCP XPA XRCC1 YARS1 HP_DISTAL_SENSORY_IMPAIRMENT_OF_ALL_MODALITIES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DISTAL_SENSORY_IMPAIRMENT_OF_ALL_MODALITIES ATL1 CCT5 DHH DMD HINT1 HK1 MFN2 NAGA RNF170 SPTLC1 SPTLC2 HP_DISTAL_SYMPHALANGISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DISTAL_SYMPHALANGISM BMPR1B GDF5 IHH NOG PCNT TFAP2B HP_DISTAL_SYMPHALANGISM_OF_HANDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DISTAL_SYMPHALANGISM_OF_HANDS BMPR1B GDF5 IHH NOG TFAP2B HP_DISTAL_UPPER_LIMB_MUSCLE_WEAKNESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DISTAL_UPPER_LIMB_MUSCLE_WEAKNESS ADSS1 ANO5 ATP1A2 CACNA1A CADM3 DDHD2 DYSF FBLN5 FLNC GDAP1 GIPC1 GMPPB GNB4 HARS1 HK1 HSPB3 JAG2 LMNA LRP12 MLIP MME MORC2 NDRG1 NEFL NOTCH2NLC PRRT2 RILPL1 RYR1 SBF2 SCN1A SMPX SORD SPG11 SPTLC2 SQSTM1 TIA1 TNR TRPV4 TTN VCP VWA1 WARS1 HP_DISTURBANCE_OF_FACIAL_EXPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DISTURBANCE_OF_FACIAL_EXPRESSION ALDH7A1 ATP1A2 ATXN8OS CACNA1A CP CREBBP DNM2 EP300 GABRA1 GABRG2 GATAD2B GLI3 IRF6 KCNQ2 KCNQ3 LRIG2 MECP2 MSX1 MTMR14 NECTIN1 PANK2 PCDH19 PDE2A PLA2G6 PLPBP PMP22 PNKD PNPT1 PRRT2 SCN1A SCN1B SCN2A SCN9A TP63 TTR HP_DOLICHOCEPHALY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DOLICHOCEPHALY ADH5 AGO2 AKT1 ALG14 ALPL ALX4 APC2 ARCN1 ARSB ASH1L ASXL3 ATP6V0A2 ATP6V1B2 ATRX BGN BICRA BLM BRAF BRCA1 BRCA2 BRIP1 CCDC8 CDC42BPB CEP57 CHRNG CILK1 CITED2 CNOT3 CNTN1 CNTNAP1 COL25A1 COL5A1 CPLX1 CTBP1 CUL7 DIS3L2 DLX3 DMXL2 DPH1 DPH2 DYM EBF3 ERCC4 ERF ERGIC1 ERMARD EXOC6B FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FBN1 FBN2 FGF9 FGFR2 FIG4 FKTN FLT4 GATA4 GATA5 GATA6 GDF1 GJA5 GLI3 GNB2 H3-3B HERC2 HGSNAT HNRNPK HSD17B4 IDS IDUA IFT122 IFT140 IFT43 IFT52 IFT81 IL11RA IL6ST INPPL1 INTS1 IPO8 ITCH JAG1 KATNB1 KCNH1 KCNJ2 KCNJ5 KCNK9 KDM5B KDM6B KDR KIF15 KMT2A KMT2D KMT2E KPTN KRAS LETM1 LTBP4 MAD2L2 MADD MAGEL2 MAN1B1 MGAT2 MKRN3 MN1 MSL3 MTM1 MVK MYH3 NAA20 NDE1 NEDD4L NELFA NFIX NKX2-5 NKX2-6 NOTCH2 NOTCH3 NPAP1 NPR2 NSD1 NSD2 OBSL1 OFD1 OGDHL ORC4 PALB2 PCDHGC4 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PI4KA PIGG PPP2R5D PREPL PRIM1 PRPS1 PSMC1 PTEN PTH1R PWAR1 PWRN1 RAB39B RAD51 RAD51C RAF1 RELN RFWD3 RFX7 RHOBTB2 RNU4ATAC RPL10 RUSC2 RYR1 SCARF2 SCN4A SCNM1 SCO2 SCYL2 SETD2 SHANK3 SKI SLC35D1 SLC3A1 SLC6A9 SLX4 SMAD3 SNAP29 SNORD115-1 SNORD116-1 SOX6 SPTBN1 SUPT16H TAB2 TBC1D7 TBX1 TFAP2A TGFB2 TGFB3 THUMPD1 TMEM216 TMEM53 TRAIP TRIM37 TRIP12 TWIST1 UBE2T VAC14 VDR WDR19 WDR35 XRCC2 YY1 ZFPM2 ZNF142 HP_DORSOCERVICAL_FAT_PAD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DORSOCERVICAL_FAT_PAD ALMS1 ARMC5 ATRX BRAF CDH23 GNAS NR3C1 PDE11A PPP1R15B PRKACA PRKAR1A TP53 TRMT10A USP48 USP8 HP_DOUBLE_AORTIC_ARCH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DOUBLE_AORTIC_ARCH CIROP DGCR2 DGCR6 DGCR8 ESS2 FLT4 GBA1 TBX1 TELO2 HP_DOWNBEAT_NYSTAGMUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DOWNBEAT_NYSTAGMUS ANO10 CACNA1A COQ2 FAT2 FGF14 PLA2G6 RFC1 HP_DOWNSLANTED_PALPEBRAL_FISSURES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DOWNSLANTED_PALPEBRAL_FISSURES AARS1 ABAT ABCA5 ACSL4 ACTB ACTG1 ACTL6B ADAMTS2 ADNP AFF4 AGO1 AHDC1 AKT1 ALDH1A2 ALDH6A1 ALG2 AMMECR1 AMPD2 ANKRD11 AP3B2 AP4E1 APC APC2 ARCN1 ARHGEF2 ARID1B ARID2 ARL6 ARV1 ARVCF ASPH ASXL3 ATP1A2 ATP1A3 ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 ATP7A ATR ATRIP AUTS2 B3GAT3 BAP1 BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCL11A BCORL1 BGN BICRA BMP2 BMPR1A BPTF BRAF BRPF1 BUB1 BUB1B BUB3 C12orf57 CACNA1A CACNA1B CACNA2D1 CAMK2A CAMTA1 CASK CBL CCDC115 CCDC22 CDC42 CDC42BPB CDH11 CDH2 CDK10 CDK19 CELF2 CENPE CENPJ CENPT CEP152 CEP19 CEP290 CEP57 CFAP418 CHD1 CHD7 CHD8 CHRNA7 CHRNG CHST14 CHST3 CKAP2L CLCN3 CLCN4 CLTC CNKSR2 CNTNAP2 COG1 COL11A1 COL11A2 COL5A1 COL9A3 COLEC10 COLEC11 COMT CPLX1 CREBBP CRTAP CSGALNACT1 CTBP1 CTNND2 CUL4B CWC27 CYFIP2 DALRD3 DDX59 DHCR24 DHCR7 DHDDS DHODH DHX30 DMXL2 DNA2 DNAJC21 DNM1 DOCK3 DOK7 DPF2 DPH1 DPH2 DPM1 DPP9 DPYD DPYSL5 DSE DVL1 DVL3 DYNC1H1 DYNC2LI1 EBF3 EBP EDEM3 EED EEF1A2 EFEMP2 EFNB1 EFTUD2 EIF5A EP300 ESCO2 EZH2 FAM20C FBLN5 FBN1 FBXL4 FBXO11 FBXO28 FBXO31 FGD1 FGF12 FGF13 FGF3 FGFR1 FGFR2 FGFR3 FHL1 FIBP FLCN FLI1 FLNA FOXG1 FOXP1 FREM1 FZD2 FZR1 GABBR2 GABRA2 GABRA5 GABRB2 GABRG2 GAD1 GALNT2 GATA4 GJA1 GLE1 GLI3 GMNN GORAB GP1BB GPC3 GPC4 GRIN2D GSC H3-3A H4C5 H4C9 HBA1 HBA2 HCN1 HEATR3 HECTD4 HERC1 HIRA HNRNPH1 HNRNPK HRAS HS6ST2 HUWE1 IDH1 IFT172 IFT27 IFT74 IGBP1 IL11RA IL6ST JARID2 JMJD1C KAT5 KAT6B KCNA2 KCNB1 KCNE5 KCNH1 KCNMA1 KCNN3 KDM1A KDM5B KIF11 KIF15 KIF7 KIFBP KMT2A KMT2D KMT2E KPTN KRAS KREMEN1 LDHD LETM1 LMNA LRP2 LRP4 LTBP1 LZTFL1 LZTR1 MAF MAN1B1 MAP2K1 MAP2K2 MAP3K7 MAPK1 MAPRE2 MASP1 MED12 MED12L MED25 MGAT2 MID1 MKKS MKS1 MN1 MPDZ MRAS MSL3 MTOR MVK MYH3 MYMK MYMX MYOD1 NAA10 NAA20 NALCN NECAP1 NECTIN1 NEK9 NELFA NEXMIF NF1 NFIB NFIX NONO NOTCH2 NOTCH3 NOVA2 NPHP1 NRAS NSD1 NSD2 NSRP1 NTRK2 NUP85 NUS1 NXN ODC1 OFD1 OGDHL ORC6 OSGEP OTUD5 OTUD6B P4HB PACS1 PACS2 PAFAH1B1 PARS2 PAX3 PCGF2 PCNT PDGFRB PEX3 PGM2L1 PHOX2B PIGG PIK3CA PITX1 PKDCC PLK4 PLOD1 POGZ POLR1A POLR1B POLR1C POLR1D POLR3A PPP1CB PPP1R15B PPP2R1A PPP2R5D PPP3CA PRPS1 PRR12 PRRX1 PSMD12 PTCH1 PTEN PTPN11 PURA PUS7 PYCR1 PYCR2 RAB3GAP2 RAF1 RAI1 RAPSN RASA2 RBBP8 RDH11 RECQL4 RERE RIN2 RIT1 RLIM RNF135 RNU4ATAC ROR2 RPS19 RPS28 RPS6KA3 RRAS RRAS2 RREB1 RYR1 SATB1 SATB2 SC5D SCAPER SCLT1 SCN3A SCN4A SCN8A SCNM1 SDCCAG8 SEC24C SEC24D SEMA5A SET SETBP1 SETD1A SETD1B SETD2 SETD5 SF3B4 SH3PXD2B SHOC2 SIAH1 SIN3A SKI SKIC3 SLC13A5 SLC19A3 SLC1A2 SLC25A24 SLC29A3 SLC2A10 SLC38A3 SLC39A13 SLC45A1 SLC9A7 SLF2 SMARCA2 SMC1A SMOC1 SMPD4 SNAP29 SNRPB SON SOS1 SOS2 SOX5 SPART SPATA5L1 SPECC1L SPEN SPOP SPRED1 SPRED2 STAC3 SUPT16H SUZ12 SYNGAP1 SYNJ1 SZT2 TAF1 TASP1 TBR1 TBX1 TCOF1 TFAP2B TFE3 TGFB2 TGFB3 THUMPD1 TMCO1 TMEM147 TMEM237 TNNI2 TNRC6B TRAIP TRAK1 TRIM32 TRIO TRIP13 TRMT10A TSPEAR TSR2 TTC8 TUBB3 TWIST1 TWIST2 UBA5 UBE3A UBR7 UFD1 UMPS UNC80 USP9X VPS13B VPS35L WAC WASHC5 WDPCP WNT5A WWOX YWHAE YWHAG YY1 ZBTB20 ZEB2 ZIC1 ZMIZ1 ZMPSTE24 ZMYM2 ZNF148 ZNF462 ZSWIM6 HP_DOWNTURNED_CORNERS_OF_MOUTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DOWNTURNED_CORNERS_OF_MOUTH ABCC8 ABL1 AFF3 AFF4 ALX4 ASH1L ATP1A2 ATP1A3 ATP6V1B2 BRD4 BRPF1 CACNA1A CACNA1C CAMTA1 CCDC47 CDC42 CDH11 CDK13 CDK5 CHRNG CNOT3 COLEC10 COLEC11 CPLX1 CSNK2B CTBP1 DCHS1 DHX37 DLK1 DNAJC21 DPF2 DPH5 DVL1 DVL3 EBF3 EEF1A2 EHMT1 EIF2S3 EXT2 FAT4 FBXO11 FGFRL1 FOXP1 FZD2 GCK GK GMPPA GNB2 GPC4 GRB10 H3-3A H4C11 H4C5 HACE1 HDAC4 HDAC8 HERC2 HMGA2 HNRNPK HOXB1 HS6ST2 IGF2 INS INTS1 KAT6A KAT8 KCNH1 KCNJ11 KCNMA1 KDM1A KDM4B KIAA0753 KIF15 KIF7 KMT2D LEMD3 LETM1 LMBR1 MAFB MAGEL2 MASP1 MBD5 MED12L MED13L MEF2C MEG3 MKRN3 MSL3 MYMX NARS2 NDN NELFA NEXMIF NIPBL NOTCH2 NOVA2 NPAP1 NSD2 NTNG2 NXN OCA2 PACS1 PACS2 PCGF2 PCLO PDX1 PGAP2 PGAP3 PHF21A PIGA PIGG PIGL PIGO PIGQ PIGT PIGU PIGV PIGW PIGY PIK3R1 PLOD3 POGZ POLA1 POLR3A PPP1R15B PRKAR1B PRR12 PWAR1 PWRN1 RAB18 RAD21 RLIM RNU4ATAC ROR2 RTL1 SC5D SCNM1 SETD5 SHMT2 SIM1 SLC1A3 SMARCD1 SMC1A SMC3 SMC5 SNORD115-1 SNORD116-1 SNRPN SON SRCAP STAC3 STAT3 TASP1 TBC1D24 TBL1XR1 TCF20 TELO2 TRAPPC9 TRIP12 TRMT10A TWIST2 UBE2A UBR1 WAC WDR37 WDR4 WNT5A ZBTB20 ZC4H2 ZMYM2 ZNF407 ZPR1 ZSWIM6 HP_DOWN_SLOPING_SHOULDERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DOWN_SLOPING_SHOULDERS ATP7A BAZ1B BCL7B BCOR BUD23 CBFB CHD7 CHRNG CLIP2 CUL4B DNAJC30 EFNB1 EIF4H ELN EYA1 FIG4 FKBP6 GABRA3 GTF2I GTF2IRD1 GTF2IRD2 IRX5 LIMK1 LMBRD2 LMNA METTL27 MLXIPL NAA10 NCF1 OTUD6B PAX1 PIEZO2 PPP1R15B PTCH1 RFC2 RUNX2 SPRTN STX1A TBL2 TBX5 TMEM270 TRMT10A TRPV4 VPS37D HP_DROWSINESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DROWSINESS ABCC8 AGRN AK9 ATP1A2 CACNA1A CHRNA1 CHRNB1 CHRND CHRNE COL13A1 DOK7 FBP1 GFAP HCRT HNF1A HNF4A KCNJ11 KIF1A LONP1 LRP4 MAN2B1 MT-CYB MTRR MUSK NAGS NDUFS8 PDHA1 PIGG PTS RAPSN SCN4A SLC13A3 SLC19A3 SLC25A13 SPR THRA UCP2 ZNHIT3 HP_DRUSEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DRUSEN ABCC6 ALMS1 APOE C1QTNF5 CFH CFHR1 CFHR3 CFI CTNNA1 EFEMP1 ESPN FBLN5 GUCA1A GUCY2D HMCN1 IFT172 IMPG1 LCA5 LRAT MFRP PRPF8 PRPH2 RPE65 SPATA7 TMEM98 UNC119 XYLT1 XYLT2 HP_DRY_HAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DRY_HAIR ARID1B ASL BCS1L ERCC6 ERCC8 FOCAD GJA1 GNPTAB KRT17 KRT74 LPAR6 OFD1 PADI3 PQBP1 RPL21 SMARCA2 SVBP WNT10A HP_DRY_SKIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DRY_SKIN AARS1 ABCA1 ABCA12 ACD ADA ADAR ALDH3A2 ALG11 ALOX12B ALOXE3 ARNT2 ASPRV1 ATP7A BANF1 BAP1 BRAF CAMK2B CARS1 CASR CAST CAV1 CD28 CDK4 CDKN2A CDKN2B CHD7 CLDN1 CLDN10 COG6 CST6 CSTB CTLA4 CYP4F22 DCLRE1C DDB2 DDOST DOLK DPP9 EDA EDAR EDARADD ELOVL1 ELOVL4 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 EXOC2 FDFT1 FGFR1 FLG FLG2 FUCA1 GINS1 GJA1 GJB3 GJB4 GNA11 GNB2 GPNMB GSN GTF2E2 GTF2H5 HESX1 IDH1 IFIH1 IFT43 IL2RG IL7R INSR KANSL1 KCTD1 KDSR KIF11 KIF15 KRAS KRT1 KRT14 KYNU LIG4 LIPN LSM11 MAP2K1 MAP2K2 MAPK1 MBTPS2 MC1R MGMT MITF MPDU1 MPLKIP MYSM1 NAGA NFKBIA NIPAL4 NLRP1 NOD2 NOTCH2 NSUN2 NTRK1 ODC1 OFD1 OSMR OTX2 PAH PAX8 PCNT PEPD PEX11B PEX7 PGM2L1 PHYH PIGL POLH POLR3A POT1 PPP2R3C PRKD1 PROKR2 PTPN11 RAF1 RAG1 RAG2 RALGAPA1 RECQL RIPK4 RMRP RNASEH2A RNASEH2B RNASEH2C RNF113A RNF168 RNU4ATAC RNU7-1 RYR1 SAMHD1 SASH1 SATB1 SDR9C7 SKIC2 SKIC3 SLC39A4 SLC5A5 SLF2 SMARCAD1 SMG8 SOX2 SOX3 SPEN SPINK5 SPRED2 SRD5A3 STS SULT2B1 TARS1 TERF2IP TERT TGM1 THRA TINF2 TNFRSF1B TP63 TREX1 TRH TRHR TRIP4 TRPM1 TSHB TTC5 TWIST2 UBE2A UVSSA WNT10A WNT10B XPA XPC ZNF341 HP_DUMBBELL_SHAPED_LONG_BONE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DUMBBELL_SHAPED_LONG_BONE COL11A1 COL11A2 COL2A1 INPPL1 SLC26A2 SLC35D1 TRPV4 HP_DUODENAL_ADENOCARCINOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DUODENAL_ADENOCARCINOMA APC BMPR1A GREM1 MLH1 MSH2 NTHL1 SMAD4 HP_DUODENAL_ATRESIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DUODENAL_ATRESIA BUB1 BUB1B BUB3 CAMK2A CDON CENPF CEP57 CFAP45 CHD7 DISP1 DLL1 DYRK1A FANCB FANCF FBN2 FGF8 FGFR1 FLI1 FOXF1 FOXH1 GAS1 GLI2 KDM3B MYCN NODAL PIGN PORCN PTCH1 RERE RFWD3 RFX6 RTTN SALL1 SHH SIX3 STAG2 SUFU TDGF1 TGIF1 TRIP13 TTC7A WBP11 ZIC2 ZIC3 HP_DUODENAL_STENOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DUODENAL_STENOSIS BRCA1 BRCA2 BRIP1 CDC45 ERCC4 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FOXF1 GATA1 MAD2L2 PALB2 RAD51 RAD51C RARB RFWD3 SLX4 STRA6 TTC7A UBE2T WNT7B XRCC2 HP_DUODENAL_ULCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DUODENAL_ULCER ARID1B CDKN1A CDKN1B CDKN2B CDKN2C EP300 MEN1 PLA2G4A PLG SYK XYLT2 HP_DUPLICATED_COLLECTING_SYSTEM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DUPLICATED_COLLECTING_SYSTEM COL18A1 DHCR7 FANCA FANCC FANCD2 FANCE IARS1 JAG1 KDM6A KMT2D LAMA3 LAMB3 LAMC2 MAPK1 OTUD5 PIGA PIGL POGZ PSMC1 SHOC2 TELO2 TNXB TP63 HP_DUPLICATION_INVOLVING_BONES_OF_THE_FEET https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DUPLICATION_INVOLVING_BONES_OF_THE_FEET ABCA12 AHI1 ARL13B ARL3 ARL6 ARMC9 ARVCF B9D1 B9D2 BBS1 BBS12 BBS2 BBS9 BMP4 C2CD3 CASZ1 CBY1 CC2D2A CCDC28B CD96 CEP104 CEP120 CEP290 CEP41 CIBAR1 COMT CPLANE1 CPLX1 CSPP1 CTBP1 DDX59 DHCR7 DVL1 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLT2B EVC EVC2 EXTL3 FAM149B1 FGFR2 FGFRL1 GABRD GJA5 GJA8 GLI1 GLI3 GP1BB HEPACAM HIRA HOXD13 HSPG2 HYLS1 IFT140 IFT172 IFT27 IFT74 IFT80 INPP5E IQCE JMJD1C KATNIP KCNAB2 KIAA0586 KIAA0753 KIAA0825 KIF7 LBR LETM1 LMBR1 LUZP1 LZTFL1 MAP3K20 MEGF8 MKKS MKS1 MMP23B NEK1 NPHP3 NSD2 OFD1 OTUD5 PDE6D PDPN PIBF1 PIK3CA PITX1 PLAA PORCN PPP2R3C PRDM16 PRKACA PRKACB PRKCZ PTEN RAB23 RERE ROR2 RPGRIP1 RPGRIP1L RREB1 SC5D SCNM1 SEC24C SETD5 SHH SKI SMO SMOC1 SPEN SUFU TBX1 TCTN1 TCTN2 TCTN3 TFAP2B TMEM107 TMEM138 TMEM216 TMEM218 TMEM231 TMEM237 TMEM67 TOGARAM1 TOPORS TTC21B TXNDC15 UBE4B UFD1 WDR19 WNT5A ZNF141 ZNF423 ZSWIM6 HP_DUPLICATION_OF_HAND_BONES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DUPLICATION_OF_HAND_BONES ABCA12 ACOX1 ACTB ACTG1 ADA2 AHI1 AKT3 ALX3 ARL13B ARL3 ARL6 ARMC9 ARVCF B9D1 B9D2 BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCOR BHLHA9 BLM BMPR1B C2CD3 CANT1 CBY1 CC2D2A CCDC22 CCDC28B CCND2 CD96 CDC45 CEP104 CEP120 CEP19 CEP290 CEP41 CFAP418 CHD7 CHN1 CHSY1 CIBAR1 COMT CPLANE1 CPLX1 CSPP1 CTBP1 DACT1 DDX59 DEAF1 DHCR7 DPYSL5 DVL1 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLT2B EBP EFNB1 EFTUD2 ESCO2 EVC EVC2 EXTL3 FAM149B1 FANCA FANCB FANCC FANCD2 FANCE FGF10 FGFR2 FGFR3 FGFRL1 FLI1 FLII FLNA FLNB GATA1 GDF5 GJA1 GJA5 GJA8 GLI1 GLI2 GLI3 GP1BB GPC3 GPC4 HEATR3 HEPACAM HESX1 HIRA HOXA13 HOXD13 HYLS1 IFT140 IFT172 IFT27 IFT74 IFT80 INPP5E INTU IQCE IQSEC2 JMJD1C KATNIP KIAA0586 KIAA0753 KIAA0825 KIF7 LBR LEMD3 LETM1 LHX3 LHX4 LMBR1 LZTFL1 MAFB MAP3K20 MBTPS2 MEGF8 MKKS MKS1 NAA10 NEK1 NELFA NPHP1 NSD2 NUP107 OFD1 OTUD5 PAH PDE6D PHF8 PIBF1 PIGG PIK3CA PIK3R2 PLAA PNPLA6 PORCN POU1F1 PPP2R3C PRKACA PRKACB PROP1 PTEN PUF60 RAB23 RAI1 RBM10 RNU4ATAC ROR2 RPGRIP1 RPGRIP1L RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RREB1 SALL1 SALL4 SC5D SCAPER SCLT1 SCNM1 SDCCAG8 SEC24C SETBP1 SF3B2 SH2B1 SHH SHMT2 SMO SMOC1 SUFU TBX1 TBX3 TBX5 TCTN1 TCTN2 TCTN3 TFAP2A TFAP2B TGFBR1 TMCO1 TMEM107 TMEM138 TMEM216 TMEM218 TMEM231 TMEM237 TMEM67 TOGARAM1 TOPORS TRIM32 TSR2 TTC21B TTC8 TWIST1 TXNDC15 UBE2T UFD1 VPS35L WASHC5 WDPCP WDR19 WDR35 WNT5A WNT7A ZIC3 ZNF141 ZNF423 ZNF699 HP_DUPLICATION_OF_PHALANX_OF_HALLUX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DUPLICATION_OF_PHALANX_OF_HALLUX ACTB C2CD3 CANT1 CREBBP EP300 HYLS1 KIAA0753 KIF7 LMBR1 NEK1 RAB23 TWIST1 HP_DUPLICATION_OF_RENAL_PELVIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DUPLICATION_OF_RENAL_PELVIS GPC3 GPC4 KCTD1 SLC6A17 ZEB2 HP_DUPLICATION_OF_THE_DISTAL_PHALANX_OF_HAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DUPLICATION_OF_THE_DISTAL_PHALANX_OF_HAND BMPR1B CANT1 DVL1 FGFR2 GDF5 KIF7 LEMD3 LMBR1 PAH PPP2R3C ROR2 TWIST1 WNT5A HP_DUPLICATION_OF_THE_DISTAL_PHALANX_OF_THE_THUMB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DUPLICATION_OF_THE_DISTAL_PHALANX_OF_THE_THUMB BMPR1B CANT1 GDF5 KIF7 LMBR1 PAH PPP2R3C HP_DUPLICATION_OF_THUMB_PHALANX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DUPLICATION_OF_THUMB_PHALANX ACTB ACTG1 ADA2 BCOR BMPR1B CANT1 CHSY1 DACT1 DVL1 ESCO2 FANCA FANCC FANCD2 FANCE FGF10 FGFR2 FGFR3 GATA1 GDF5 GJA5 GJA8 GLI1 GLI3 HEATR3 INTU KIF7 LMBR1 NAA10 NUP107 PAH PPP2R3C RAB23 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 SALL1 SF3B2 SHMT2 SMO TBX5 TSR2 UBE2T HP_DYNEIN_ARM_DEFECT_OF_RESPIRATORY_MOTILE_CILIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DYNEIN_ARM_DEFECT_OF_RESPIRATORY_MOTILE_CILIA CCDC103 CCDC39 CFAP298 CFAP300 DNAAF1 DNAAF11 DNAAF3 DNAAF5 DNAH7 DNAH9 DNAI1 DNAI2 DNAL1 NME8 ODAD1 ODAD3 SPAG1 TTC12 ZMYND10 HP_DYSARTHRIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DYSARTHRIA AAAS AARS1 AARS2 ABCA2 ABCB7 ABCD1 ABHD12 ACBD5 ACTB ADA2 ADAR ADCY5 ADD3 ADGRG1 ADH1C ADPRS AFG3L2 ALAD ALDH18A1 ALDH3A2 ALS2 AMACR ANO10 ANOS1 ANXA11 AP4B1 AP4E1 AP4M1 AP4S1 APOE APTX AR ARSA ARX ATCAY ATG5 ATG7 ATL1 ATM ATN1 ATP13A2 ATP1A2 ATP1A3 ATP2B3 ATP5F1A ATP5F1D ATP5F1E ATP5MK ATP7B ATP8A2 ATPAF1 ATPAF2 ATXN1 ATXN10 ATXN2 ATXN3 ATXN7 ATXN8OS AUH B4GALNT1 BAZ1B BCL7B BEAN1 BIN1 BMPR1A BRAF BUD23 C19orf12 C9orf72 CA8 CACNA1A CACNA1G CACNA2D2 CACNB4 CAMTA1 CAPN1 CARS1 CBL CCDC141 CCDC88C CCNF CERS1 CHAMP1 CHCHD10 CHD3 CHD7 CHRNA1 CHRNE CIITA CISD2 CLDN11 CLIP2 CLN3 CLN5 CLPB CNOT1 COA7 COA8 COASY COLQ COQ2 COX20 CP CPLX1 CSF1R CSTB CTC1 CTSF CWF19L1 CYP27A1 CYP7B1 DAB1 DARS1 DARS2 DCAF17 DCC DCTN1 DCX DDHD2 DEGS1 DLAT DMXL2 DNAJB6 DNAJC30 DNAJC6 DRD3 DUSP6 DYNC1I2 EBF3 EEF2 EIF2AK1 EIF2AK2 EIF2B1 EIF2B2 EIF2B3 EIF2B4 EIF4H ELN ELOVL1 ELOVL4 ELOVL5 EMC10 ENTPD1 EPCAM EPM2A EPRS1 ERBB3 ERCC2 ERCC3 ERCC4 ERCC5 ERCC8 ERLIN1 ERLIN2 EXOSC5 EZH2 FA2H FAN1 FAR1 FARS2 FAT2 FBLN1 FBXL3 FBXO7 FEZF1 FGF14 FGF17 FGF8 FGFR1 FIG4 FKBP6 FLRT1 FLRT3 FMR1 FOXP2 FTL FUS FXN GALC GALT GAN GBA1 GBA2 GBF1 GCDH GCH1 GCLC GDAP2 GFAP GFM2 GFPT1 GIPC1 GJA1 GJB1 GJC2 GLB1 GLE1 GLRX5 GLUD2 GNS GOSR2 GPAA1 GPT2 GRHL3 GRIA1 GRID2 GRIN2A GRM1 GSN GSS GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 HACE1 HEPACAM HEPHL1 HESX1 HEXB HHAT HMBS HMGCL HOXB1 HPCA HPRT1 HS6ST1 HSD17B10 HSD17B4 HTRA1 HYCC1 IFRD1 IL17RD INPP5K IRF2BPL ITPR1 JAK2 JAM2 JPH3 KCNA1 KCNA4 KCNC3 KCND3 KCTD17 KCTD7 KDM6A KIF1C KLC2 KMT2B KMT2D KRAS LIMK1 LMNB1 LRP12 LYRM7 LZTR1 MAG MAN2B1 MAP2K1 MAP2K2 MAPT MARS1 MARS2 MATR3 MECR MED13L METTL27 MICOS13 MKS1 MLH1 MLH3 MLXIPL MME MMUT MPL MPLKIP MRAS MRE11 MSH2 MSH6 MT-ATP6 MT-ATP8 MT-TE MT-TT MTPAP MTRFR MTTP MVK MYORG MYOT NARS2 NAXE NCF1 NDNF NDUFA6 NDUFA9 NDUFAF5 NDUFAF6 NDUFS7 NDUFS8 NEB NEFH NEFL NEK1 NF2 NFASC NHLRC1 NKX2-1 NKX6-2 NONO NOP56 NOTCH2NLC NOTCH3 NPC1 NPC2 NPPA NR4A2 NRAS NSUN2 NUBPL NUP54 NUP62 NUS1 NUTM2B-AS1 OPA1 OPA3 OPTN PABPN1 PACS1 PANK2 PCGF2 PCNA PDE10A PDE8B PDGFB PDGFRB PDYN PEX10 PEX12 PEX16 PEX2 PEX6 PFN1 PGM3 PI4KA PIEZO2 PIK3CA PIK3R5 PLA2G6 PLD3 PLEKHG4 PLP1 PMM2 PMPCA PMS1 PMS2 PNKD PNKP PNPLA8 PNPT1 POLG POLG2 POLR3A POLR3B POLR3GL POU4F1 PPP1R15B PPP1R21 PPP2R2B PRDM8 PRDX3 PRICKLE1 PRKCG PRKRA PRNP PROK2 PROKR2 PRPH PRPS1 PRRT2 PSAP PSEN1 PTPN11 PUM1 PUS3 RAB39B RAB3GAP2 RAF1 RAI1 RANBP2 RARS1 RASA2 REEP1 REEP2 REPS1 RERE RFC1 RFC2 RFX5 RFXANK RFXAP RILPL1 RIT1 RNASEH1 RNF113A RNF170 RNF216 RNF220 RNU12 RPIA RPS20 RRAS RRAS2 RRM2B RTTN RUBCN RYR1 SACS SAMD9L SATB1 SCARB2 SCN1A SCN5A SCN8A SCO2 SEC31A SELENOI SEMA3A SEMA4A SERPINI1 SETX SH3TC2 SIL1 SLC13A3 SLC16A2 SLC17A5 SLC18A2 SLC19A3 SLC1A3 SLC20A2 SLC25A4 SLC25A42 SLC2A1 SLC30A10 SLC35A1 SLC44A1 SLC7A6OS SLC9A1 SMARCAL1 SMS SNAP25 SNCA SNCAIP SNORD118 SOD1 SOS1 SOS2 SOX10 SPART SPAST SPEG SPG11 SPG21 SPG7 SPR SPRED2 SPRY4 SPTBN2 SQSTM1 SRCAP SRPX2 STAC3 STUB1 STX1A SUFU SYNE1 SYNJ1 SYT14 SYT2 TACO1 TACR3 TANGO2 TARDBP TARS1 TBC1D23 TBC1D24 TBCE TBK1 TBL2 TBP TDP1 TECPR2 TGFBR2 TGM6 THAP1 THG1L THPO TIMM8A TK2 TMEM106B TMEM163 TMEM240 TMEM270 TMEM63C TNR TOP3A TOR1A TPK1 TPP1 TRAPPC11 TREX1 TRIM37 TTBK2 TTC19 TTN TTPA TTR TUBB3 TUBB4A TWNK UBA5 UBAP1 UBB UBQLN2 UBTF UCHL1 UROC1 VAMP1 VAPB VCP VLDLR VPS11 VPS13A VPS13D VPS37D VPS41 VWA3B WAC WARS2 WASHC5 WDR11 WDR62 WDR73 WDR81 WFS1 WIPI2 WWOX XK XPR1 XRCC1 XRCC4 ZBTB11 ZC4H2 ZFYVE26 ZNF592 HP_DYSCALCULIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DYSCALCULIA APC2 C9orf72 CACNA1A CHCHD10 CHMP2B CYLD FMR1 FUS GRN HNRNPA1 HNRNPA2B1 MAP1B MAPT NSD1 PNKP PSEN1 SETD2 SQSTM1 SRY TARDBP TBK1 TMEM106B TREM2 VCP HP_DYSCHROMATOPSIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DYSCHROMATOPSIA ACO2 AFG3L2 BEST1 C1QTNF5 CEP78 CNGB3 DNM1L FGF14 GRK1 GUCA1A GUCY2D IMPG1 MFSD8 MORC2 MTRFR NR2E3 OPA1 OPA3 OPN1LW OPN1MW OPN1SW PDE6C PDE6H POC1B POLG PROM1 PRPH2 RBP4 SAG TK2 TMEM126A HP_DYSDIADOCHOKINESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DYSDIADOCHOKINESIS ABCB7 AFG3L2 ATM ATN1 ATXN1 ATXN10 ATXN2 ATXN7 CARS1 CAV1 CCDC88C CLN5 DAB1 ELOVL4 FA2H FMR1 GCH1 GGT1 GJB1 GRID2 GRM1 ITPR1 KCNJ10 LMNB1 MRE11 MSTO1 NFASC PDE8B PDGFB PDGFRB PLA2G6 POLG POLR3B POU3F4 PPP2R2B PRDM13 RFC1 SAMD9L SLC18A2 SLC20A2 SLC25A15 SLC30A10 SLC5A6 SLC9A1 SPG21 SPG7 SPTBN2 SQSTM1 TTC19 TTPA TUBB4A VLDLR WDR81 XRCC1 XRCC4 HP_DYSESTHESIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DYSESTHESIA ABCD1 ALDH4A1 CHST14 DKK1 DSE FMR1 GABRG2 GRIN2A NKX6-2 NLRP3 PEX16 PMP22 PRNP RELA SCN10A SDHA SPTLC2 SRPX2 ZFTA HP_DYSGAMMAGLOBULINEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DYSGAMMAGLOBULINEMIA CD40LG IKBKG NBN SH2D1A XIAP HP_DYSGENESIS_OF_THE_BASAL_GANGLIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DYSGENESIS_OF_THE_BASAL_GANGLIA CAMSAP1 TUBA1A TUBB TUBB2B TUBB3 HP_DYSGENESIS_OF_THE_CEREBELLAR_VERMIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DYSGENESIS_OF_THE_CEREBELLAR_VERMIS CSPP1 INPP5E KIAA0586 KIAA0753 ODC1 RAC1 TMEM216 HP_DYSGENESIS_OF_THE_HIPPOCAMPUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DYSGENESIS_OF_THE_HIPPOCAMPUS DCC DNAL4 DPYSL5 GABRA1 GABRG2 KDM4B MACF1 NTN1 PCDH19 RAD51 SCN1A SCN1B SCN2A SCN9A TUBA1A TUBB3 HP_DYSGERMINOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DYSGERMINOMA AKT1 CDH1 CTNNB1 DHH ERBB2 FGFR2 MAP3K1 OPCML PIK3CA PRKN HP_DYSGRAPHIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DYSGRAPHIA ABCA7 APP BAZ1B BCL7B BMPR1A BUD23 CHMP2B CLIP2 DNAJC30 EIF4H ELN EPCAM FAN1 FGF14 FKBP6 GRN GTF2I GTF2IRD1 GTF2IRD2 KRAS LIMK1 MAPT METTL27 MLH1 MLH3 MLXIPL MSH2 MSH6 NCF1 PIK3CA PMS1 PMS2 PSEN1 PSEN2 RFC2 RPS20 SEMA4A SORL1 SOX6 SPG21 SQSTM1 STX1A TBL2 TGFBR2 TMEM106B TMEM240 TMEM270 TOMM40 TREM2 VCP VPS37D HP_DYSGYRIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DYSGYRIA LAMB1 MED11 PAFAH1B1 TUBA1A TUBB2B TUBB3 HP_DYSKINESIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DYSKINESIA AARS1 ACAT1 ACTL6B ADCY5 AGA AP3B2 ARV1 ARX ATG7 ATP13A2 ATP1A2 ATP1A3 ATP6V1A ATXN10 ATXN7 B4GALNT1 BCAS3 BMPR1A C9orf72 CACNA1A CACNA1B CACNA2D1 CAMK2B CASK CDK19 CDKL5 CELF2 CHKA CHMP2B CLTC CNKSR2 COQ2 COX11 CUX2 CYFIP2 CYP27A1 DALRD3 DDX3X DEAF1 DHDDS DMXL2 DNAJC13 DNAJC19 DNAJC6 DNM1 DPYS EEF1A2 EIF4G1 EPCAM EXOSC5 FAN1 FASTKD2 FBXO28 FGF12 FGF13 FGF14 FOXG1 FTL FZR1 GABBR2 GABRA2 GABRA5 GABRB2 GABRB3 GABRG2 GBA1 GBA2 GIGYF2 GNAO1 GNAS GRIN1 GRIN2B GRIN2D GRM7 HCN1 HECW2 HTRA2 INPP5K IREB2 JAM2 KCNA1 KCNA2 KCNB1 KCNN2 KNSTRN KRAS LRPPRC LRRK2 MDH2 MECR MICU1 MLH1 MLH3 MRE11 MRM2 MSH2 MSH6 MT-ATP6 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TK MT-TL1 MT-TV MT-TW NALCN NDUFA13 NDUFS4 NDUFS8 NECAP1 NEUROD2 NMNAT1 NTRK2 NUS1 PACS2 PANK2 PARK7 PARS2 PDE10A PDGFB PGAP1 PIGP PIGQ PIK3CA PIK3CD PINK1 PLA2G6 PLP1 PMS1 PMS2 PNKD PNKP PNPT1 PODXL POLR3K PPP3CA PRKN PRKRA PRRT2 PURA RAB39B RPS20 SCN1B SCN2A SCN3A SCN8A SEMA4A SIK1 SIL1 SLC13A5 SLC16A2 SLC18A2 SLC1A2 SLC25A10 SLC25A22 SLC2A1 SLC30A9 SLC32A1 SLC35A1 SLC38A3 SLC39A14 SLC46A1 SLC6A3 SNCA SQSTM1 STX16 STXBP1 SUOX SYNGAP1 SYNJ1 SYT1 SZT2 TGFBR2 TMEM43 TRAK1 TRIM8 TSEN2 TSEN54 UBA5 UCHL1 UNC80 VPS13A VPS13C VPS35 WARS2 WIPI2 WWOX XK YIF1B YWHAG HP_DYSLEXIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DYSLEXIA APC CACNA1H CHMP2B DNAAF4 FRMD5 GABRA1 GABRB3 GABRG2 GCLC GRN JRK MAP1B MAPT NIPA1 NIPA2 OPA3 PLA2G6 PNKP PSEN1 SARDH SLC2A1 SPTBN1 SQSTM1 STIM1 TCF12 TMEM106B TREM2 TUBG1 VCP VPS13D VPS41 HP_DYSMENORRHEA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DYSMENORRHEA AIP ANTXR1 CDKN1C CYB5A CYP17A1 GPR101 HMGA2 IGF2 LMNA PHKA2 PHKB PHKG2 PLAG1 PPARG HP_DYSMETRIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DYSMETRIA AASS ABCB7 ABCD1 ABHD12 ACBD5 ACOX2 ADGRG1 ADPRS AFG3L2 ANO10 AP5Z1 ATG5 ATN1 ATP1A2 ATP1A3 ATP6AP2 ATXN1 ATXN10 ATXN2 ATXN7 B4GALNT1 BAZ1B BCL7B BRAT1 BUD23 CACNA1A CACNA1G CACNA2D2 CAMTA1 CAPN1 CAV1 CCDC88C CHP1 CLIP2 CLN5 COA7 COQ5 CRAT CTDP1 CWF19L1 CYP7B1 DAB1 DEGS1 DNAJC30 EBF3 EIF4H ELN ELOVL1 ERMARD EXOSC5 FA2H FKBP6 FMR1 FXN GBA2 GFAP GJB1 GJC2 GPAA1 GRID2 GRM1 GTF2I GTF2IRD1 GTF2IRD2 GTPBP2 HIBCH HTRA1 IFRD1 IRF2BPL ITPR1 KCNC3 KIF1A KIF1C LAGE3 LIG3 LIMK1 LMNB1 LNPK LRPPRC MAG MARS2 METTL27 MLXIPL MRE11 MSTO1 MTTP MYORG NCF1 NDUFAF2 NEU1 NF1 NFASC NGLY1 NOP56 OGDH OPA1 PDGFB PDGFRB PDYN PEX16 PEX2 PI4KA PIK3R5 PITRM1 PLA2G6 PLD3 PLP1 PMM2 PMPCA PMPCB PNPLA8 POLG POLR3A POLR3B POU4F1 PPP2R2B PRDM13 PRICKLE1 PRKCG PRNP PTRH2 PUM1 RARS1 REPS1 RFC1 RFC2 RNASEH1 RRM2B RUSC2 SACS SAMD9L SCN8A SFXN4 SHMT2 SLC13A3 SLC20A2 SLC25A15 SLC25A46 SLC5A6 SLC7A6OS SLC9A1 SMC5 SPART SPG7 SPTBN2 SQSTM1 SRPX2 STUB1 STX1A SYNE1 TBL2 TBP TCTN2 TECPR2 TGM6 TIMMDC1 TMEM106B TMEM270 TMEM63A TOP3A TPP1 TTC19 TTPA TWNK UCHL1 UROC1 VLDLR VPS37D VWA3B WARS2 WASHC5 WDR81 XRCC1 XRCC4 YME1L1 HP_DYSMETRIC_SACCADES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DYSMETRIC_SACCADES AFG3L2 ANO10 ATXN1 ATXN2 ATXN3 ATXN8OS EEF2 ITPR1 MFN2 MRE11 PDYN PEX10 SCYL1 SPTBN2 TGM6 TPP1 UBAP1 HP_DYSOSTOSIS_MULTIPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DYSOSTOSIS_MULTIPLEX AGA ARSB CTSA FGFR1 FUCA1 GALNS GLB1 GNE GNPTAB GNPTG GNS GUSB HGSNAT IDS IDUA KRAS LYSET MAN2B1 NAGLU NEU1 SGSH SUMF1 VPS33A HP_DYSPAREUNIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DYSPAREUNIA AIP ANOS1 CAV1 CCDC141 CCN2 CCR6 CDH23 CHD7 CLEC7A DCC DUSP6 FEZF1 FGF17 FGF8 FGFR1 FLRT3 FZD2 HESX1 HLA-B HLA-DRB1 HS6ST1 IKZF1 IL17F IL17RA IL17RC IL17RD IRF5 MEN1 NDNF PROK2 PROKR2 SEMA3A SOX10 SPRY4 TACR3 TRAF3IP2 WDR11 HP_DYSPHAGIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DYSPHAGIA AASS ABCD1 ACOX1 ACTA1 ACTB ACTG2 ADAR ADCY6 ADD3 ADGRG1 ADH1C ADNP AFG3L2 AGRN ALDH18A1 ALDH4A1 ALS2 AMPD2 ANKRD11 ANXA11 AOPEP APOE APP AR ARHGAP29 ARHGEF38 ARX ASAH1 ASCC1 ASPA ATG7 ATN1 ATP13A2 ATP1A2 ATP1A3 ATP2B3 ATP5F1A ATP7A ATP7B ATXN1 ATXN10 ATXN2 ATXN3 ATXN7 ATXN8OS B4GALNT1 BAP1 BMP4 BRAF CACNA1A CACNA1C CACNA1G CAD CARMIL2 CARS2 CASZ1 CAV1 CAVIN1 CCN2 CCR6 CDC73 CDH1 CDON CEP85L CHAT CHCHD10 CHD7 CHMP1A CHRNA1 CHRND CHRNE CLCN1 CLN3 CLN8 CNTNAP1 COBLL1 COL13A1 COL4A5 COL4A6 COL7A1 COLQ COQ2 COQ4 CRLF1 CRYAB CSF1R CSPP1 CTNNB1 CTNS CYP27A1 CYP7B1 DAB1 DCTN1 DCX DDHD2 DES DGUOK DISP1 DKK1 DLG1 DLL1 DLX4 DMPK DNAJB6 DNAJC13 DNM1L DPYSL5 DTYMK DYRK1A DYSF EBF3 ECM1 EIF4G1 EIF5A EPG5 EPRS1 ERLIN2 EXOSC5 EXOSC9 EXT1 EXT2 FA2H FARS2 FBXL4 FBXO28 FBXO7 FERMT1 FGF10 FGF8 FGFR1 FGFR2 FGFR3 FIG4 FKRP FLAD1 FLCN FLNC FMR1 FOXH1 FOXP2 FRG1 FTL FUS FXN GABRD GALC GAS1 GBA1 GBA2 GCDH GCH1 GDAP2 GEMIN4 GFAP GFPT1 GIGYF2 GIPC1 GJB1 GLB1 GLI2 GLUD2 GMPPA GNAO1 GNAQ GNB1 GNB2 GNS GOSR2 GRHL2 GRHL3 GRIN1 GRIN2D GRM1 GRM7 GUCY1A1 HACD1 HEPACAM HEXB HGSNAT HLA-B HLA-DQA1 HLA-DQB1 HLA-DRB1 HMBS HOXB1 HPCA HPDL HPRT1 HSD17B10 HSPG2 HTRA1 HTRA2 HTT IDH1 IDH2 IKZF1 IL6ST IPO8 IRF2BPL IRF5 IRF6 ITGA7 JAG1 KAT6A KAT6B KATNB1 KBTBD13 KCNAB2 KCNC3 KCND3 KCNK9 KIAA0319L KIF5A KIT KLHL40 KLHL41 KLHL7 KMT2A KMT2B KY LAMA2 LAMB2 LBR LIFR LIG3 LMNB1 LMOD3 LMX1B LRP12 LRPPRC LRRK2 LUZP1 MACF1 MADD MAN2C1 MAP2K2 MAP3K20 MAPT MATR3 MB MECP2 MECR MED17 MEGF10 MFF MGME1 MID1 MINPP1 MMP1 MMP23B MPZ MRPS25 MRPS28 MRPS34 MSX1 MT-ATP6 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TK MT-TL1 MT-TT MT-TV MT-TW MTHFS MTRFR MUSK MYH11 MYH14 MYH2 MYH8 MYL2 MYMK MYO1H MYO9A MYORG MYOT MYPN NAA10 NCAPG2 NDE1 NDUFA6 NDUFA9 NDUFAF2 NDUFS1 NDUFS3 NEB NECTIN1 NEFH NEFL NEK1 NEU1 NEUROD2 NF1 NF2 NGLY1 NODAL NONO NOP56 NOS1 NOTCH2NLC NOTCH3 NPC1 NPC2 NR4A2 NSRP1 NTRK1 NUP54 NUP62 NUS1 NUTM2B-AS1 OCA2 OPA1 OPTN PABPN1 PANK2 PAX7 PCNA PDE8B PDGFRA PDP1 PDPN PEX1 PEX16 PFN1 PI4KA PIGA PIGN PIK3R5 PLA2G6 PLAA PLCH1 PLEC PLIN4 PLP1 PLXND1 PMP22 PNKD POLG POLG2 POLR3A POLR3B PRDM13 PRDM16 PRDX3 PRKCG PRKCZ PRKRA PRNP PRPH PRPS1 PSAP PSEN1 PTCH1 PTS PUF60 PUS3 PYGM PYROXD1 QDPR RAI1 RARS1 REEP1 RELN REPS1 RERE REV3L RHBDF2 RIC1 RILPL1 RLIM RNASEH1 RNF170 RRM2B SACS SATB1 SATB2 SCARB2 SCN3A SCN4A SCUBE3 SDHA SDHB SDHC SDHD SEC31A SELENON SEPSECS SERPING1 SETBP1 SETX SHH SIGMAR1 SIK1 SIX3 SKI SLC12A2 SLC18A3 SLC19A3 SLC1A3 SLC1A4 SLC25A1 SLC25A22 SLC25A4 SLC2A3 SLC44A1 SLC52A2 SLC52A3 SLC5A7 SLC6A9 SLC9A6 SMC1A SNAP25 SNCA SNCAIP SOD1 SON SPART SPEN SPG11 SPG21 SPG7 SPTBN4 SPTLC1 SQSTM1 SRD5A3 SRPX2 STAG2 STIL STUB1 STXBP1 SYNJ1 SYT14 SYT2 TAF1 TANGO2 TARDBP TBC1D23 TBCD TBK1 TBP TDGF1 TFG TGIF1 TGM6 TIMM8A TK2 TNNT1 TNPO3 TOP3A TOR1A TP63 TPM2 TPM3 TPP1 TRAPPC12 TRAPPC6B TRIO TRIP4 TSEN15 TSEN2 TSEN34 TSEN54 TTBK2 TTC19 TUBB4A TUBB6 TWNK TYMP TYMS UBB UBE3A UBE4B UBQLN2 UBTF UCHL1 UNC45B VAC14 VAMP1 VAPB VARS1 VCP VPS11 VPS13A VPS35 VRK1 WAC WARS2 WASHC5 WFS1 XRCC1 YARS2 YY1 ZC4H2 ZEB2 ZFYVE26 ZIC2 ZMYM2 ZNF699 HP_DYSPHONIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DYSPHONIA AARS1 ACTB ADGRG1 AGRN ALDH18A1 ALS2 AR ASAH1 ATP5MC3 B4GALNT1 BAZ1B BCL7B BIN1 BUD23 CAPN15 CARS1 CHAT CIZ1 CLIP2 COL13A1 COL6A3 COQ2 CRYAB CYP27A1 DCTN1 DGUOK DLST DNAJB2 DNAJC30 DNMT3A EDA EIF4H ELN EPAS1 ERCC2 ERCC3 FH FIG4 FKBP6 FTL GFAP GNAL GNAS GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 HK1 HMBS HSPG2 HTRA1 INPP5K KCNK9 KCTD17 KIF1B KMT2B LIMK1 LMNB1 LRP12 MAX MDH2 METTL27 MFN2 MGME1 MLXIPL MPLKIP MYO9A NCF1 NEFH NEU1 NF1 NONO NOTCH3 NUS1 PANK2 PI4KA PLIN4 POLG PRKRA PRPH RARS1 RET RFC2 RNASEH1 RNF113A RRM2B RYR1 SBF2 SDHA SDHAF2 SDHB SDHC SDHD SEC31A SIL1 SLC18A3 SLC25A1 SLC25A11 SLC5A7 SNAP25 SOD1 SPEG SRPX2 STX16 STX1A SYT2 TARS1 TBL2 TGM6 THAP1 TMEM127 TMEM270 TPK1 TTC19 TTN TUBB4A TWNK VAMP1 VHL VPS11 VPS13A VPS37D ZFYVE26 HP_DYSPLASIA_OF_THE_FEMORAL_HEAD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DYSPLASIA_OF_THE_FEMORAL_HEAD B3GALT6 COL2A1 HSPA9 IHH MTX2 TRAPPC2 HP_DYSPLASTIC_CORPUS_CALLOSUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DYSPLASTIC_CORPUS_CALLOSUM AGTPBP1 ATAD3A ATPAF2 C2orf69 DCHS1 DDB1 DENND5A EARS2 FAT4 GPSM2 HSPA9 KAT5 KIAA0586 LMNB1 MCOLN1 NDUFB7 NONO NSRP1 NT5C2 ODC1 PIGH PIK3C2A PLXNA1 PPP1R12A PRORP PTDSS1 PUS3 RTTN SEPSECS SIN3A SIN3B SON STXBP1 SVBP TBCK THOC6 TSEN15 TSEN2 TSEN34 TSEN54 TUBA1A TUBA8 WARS1 HP_DYSPNEA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DYSPNEA ABCA3 ABCC6 ABCC9 ABCG5 ABCG8 ACADM ACADS ACADVL ACTA1 ACTA2 ACTC1 ACVRL1 ADAMTS13 ADCY6 ADNP AGR2 AGRN AIFM1 AK9 ALAS2 ALG12 ALMS1 ANG ANXA11 APOB ARX ASAH1 ATP11A ATP13A3 ATP1A2 ATP1A3 ATP5F1A ATP5F1D ATP5F1E ATP5MK ATP6V1B2 ATPAF1 ATPAF2 ATRX ATXN2 B3GALT6 BANF1 BAP1 BCOR BMPER BMPR2 BOLA3 BTD BTNL2 CACNA1A CASR CAV1 CCN2 CCNF CCR6 CDC45 CDC6 CDT1 CFAP410 CFTR CHAT CHCHD10 CHMP2B CHRNA1 CHRNB1 CHRND CHRNE CITED2 CLCNKB CLPB CNTNAP1 COA8 COL13A1 COL1A2 COL25A1 COL2A1 COL4A5 COL4A6 COLQ COPA COQ7 COX7B CREBBP CRLF1 CRYAB CSF2RA CSF2RB CSPP1 CYB5A CYB5R3 DAO DBH DCTN1 DHX16 DISC1 DMPK DNA2 DNAAF3 DNAJB4 DNAJB6 DNAJC21 DNASE1L3 DOK7 DPM1 DPM2 DPP9 DSC2 DSG2 DSP DYNC2LI1 EDA EDN1 EFTUD2 EIF2AK4 ELN ENG ENPP1 EOMES EP300 EPHA4 EPHB4 EPOR ERBB4 ERF ERGIC1 ETFA ETFB ETFDH FAM13A FAM20C FBN1 FBP1 FDX2 FGFR1 FGFR2 FGFR3 FIG4 FIP1L1 FLNA FLNC FOXE3 FOXF1 FOXP3 FUS FZR1 GAA GALC GATA4 GATA5 GATA6 GBA1 GJA5 GLA GLE1 GLT8D1 GMNN GNAI3 GNAS GOSR2 GTPBP3 GYG1 HBB HCCS HEY2 HLA-B HLA-DPB1 HLA-DRB1 HLCS HNRNPA1 IDH1 IFIH1 IFNG IFT52 IFT81 IKZF1 IL1RN IL6ST IPO8 IRAK1 IRF2BP2 IRF5 ISCU ITGA3 JAK2 JPH2 KAT6A KATNB1 KCNA1 KCNA5 KCNE1 KCNE2 KCNJ2 KCNJ3 KCNJ5 KCNJ6 KCNQ1 KIF20A KIT KLHL24 KLHL7 KRT16 KRT17 KRT6A KRT6B LAMA3 LAMB2 LAMB3 LAMC2 LDLR LDLRAP1 LGI4 LIFR LMNA LONP1 LOX LRP12 LRP4 LTBP3 LYRM4 MAPT MARS1 MAT2A MATR3 MEGF10 MFAP5 MGAT2 MGME1 MMAA MMAB MMACHC MMUT MOGS MPC1 MPV17 MRPL3 MT-ATP6 MT-ATP8 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TE MT-TK MT-TL1 MT-TN MT-TS1 MT-TV MT-TW MTM1 MUC5B MUSK MYBPC3 MYH11 MYH6 MYH7 MYL2 MYL3 MYL4 MYLK MYO9A MYOZ2 MYPN NABP1 NAGS NDE1 NDUFA8 NDUFB11 NEB NEFH NEK1 NEMF NGLY1 NKX2-1 NKX2-5 NKX2-6 NOD2 NPM1 NPPA NUMA1 NUP155 NUP214 OPTN ORC1 ORC4 ORC6 OTX2 PARN PCSK9 PFN1 PGM1 PIEZO2 PIGA PIGT PITX2 PKP2 PLCB4 PLEC PML PMM2 PNKD PNPLA2 POLG POLG2 POMT1 PON1 PON2 PON3 PPARGC1A PPP1R21 PRKAG2 PRKAR1A PRKCSH PRKG1 PRPH PRRT2 PRRX1 PSAP PUF60 PURA PYGM RAPSN RARA REEP1 RELN RNF13 RNU4ATAC RPS26 RPS28 RRM2B RTEL1 RUNX2 SAT1 SBDS SCN1B SCN2B SCN3B SCN4A SCN4B SCN5A SCNN1A SCNN1B SCNN1G SCO2 SCYL2 SDCCAG8 SDHA SERPINA1 SERPING1 SERPINH1 SETBP1 SFTPA1 SFTPA2 SFTPB SFTPC SH2B3 SIK1 SLC12A3 SLC18A3 SLC1A3 SLC22A5 SLC25A1 SLC25A3 SLC25A4 SLC2A10 SLC31A1 SLC34A2 SLC35A1 SLC52A3 SLC5A7 SMAD2 SMAD3 SMAD4 SMARCAL1 SMC5 SMPD1 SNAP25 SNRPN SOD1 SOX9 SPP1 SQSTM1 SRP54 SSR4 STAT3 STAT4 STAT5B STN1 STT3B STX16 SUCLG1 SURF1 SYT2 TAF15 TARDBP TBC1D24 TBK1 TBL1XR1 TBX20 TBX4 TERC TERT TET2 TFAM TFG TGFB2 TGFB3 TGFBR1 TGFBR2 THSD4 TINF2 TK2 TLL1 TMEM126B TNNC1 TNNI3 TNNT2 TP73 TPI1 TRAK1 TREM2 TRIP11 TRMT10C TRMT5 TRMU TRPM4 TRPV6 TSC1 TSC2 TSFM TTN TUBB4A TWNK UBA1 UBE3B UBQLN2 UNC13A USP9X VAMP1 VAPB VCL VCP VPS33A WAS WDR45B WIPF1 XPNPEP2 YARS2 ZBTB16 ZFPM2 ZIC3 ZMPSTE24 HP_DYSTONIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DYSTONIA AARS1 AARS2 ABCD1 ACADS ACER3 ACOX1 ACSF3 ACTA1 ACTB ADAR ADCY5 ADH1C AFG3L2 AGTPBP1 ALDH18A1 ALDH6A1 ALG2 ALG3 ALG9 ALS2 AMPD2 ANO3 AOPEP AP3D1 AP4B1 AP4E1 AP4M1 AP4S1 APOE APTX ARSA ARV1 ARX ATAD3A ATG7 ATM ATN1 ATP13A2 ATP1A2 ATP1A3 ATP5F1A ATP5F1D ATP5F1E ATP5MC3 ATP5MK ATP5PO ATP7B ATPAF1 ATPAF2 ATXN1 ATXN2 ATXN3 ATXN8OS AUH B3GALT6 B4GALNT1 BCAP31 BCAS3 BSCL2 C19orf12 CABP4 CACNA1A CACNA1B CACNA1E CACNA1G CARS1 CARS2 CASK CASR CDC40 CDK10 CDKL5 CDON CEP85L CHMP2B CHN1 CHRNA2 CHRNA4 CHRNB2 CIZ1 CKAP2L CLCN4 CLPB CLTC CNP CNTNAP1 COASY COL12A1 COL25A1 COL4A1 COL6A1 COL6A2 COL6A3 COLEC11 COPB1 COQ2 COQ8A COQ9 COX20 CP CPLX1 CRH CRLS1 CTC1 CUX2 CWF19L1 CYB5A CYB5R3 CYP27A1 CYP2U1 DALRD3 DCAF17 DCTN1 DDC DEGS1 DEPDC5 DHDDS DHX30 DISP1 DLAT DLD DLL1 DMXL2 DNAJC12 DNAJC13 DNAJC19 DNAJC6 DNM1L DRD2 DRD5 DTYMK EARS2 ECHS1 ECM1 EFEMP2 EIF2AK2 EIF4G1 EMC1 EPRS1 FA2H FARS2 FBLN1 FBLN5 FBXL4 FBXO7 FGF8 FGFR1 FGFR2 FGFR3 FITM2 FLI1 FOXG1 FOXH1 FOXP2 FRMD5 FRRS1L FTL FUCA1 FUS FXN GABBR2 GABRB2 GAD1 GALT GAMT GAS1 GBA1 GCDH GCH1 GDAP2 GFM2 GIGYF2 GJC2 GLB1 GLE1 GLI2 GLUD2 GM2A GNA11 GNAL GNAO1 GNAS GNB1 GRIA2 GRIK2 GRIN1 GRIN2A GRIN2B GRM7 GSX2 GTPBP2 H4C5 HACE1 HECW2 HEXB HIBCH HINT1 HIVEP2 HK1 HNRNPH1 HPCA HPDL HPRT1 HSD17B10 HSPG2 HTRA2 HTT IFIH1 IMPDH2 IREB2 IRF2BPL ITGA7 JAM2 JPH3 KARS1 KAT6A KCNA1 KCNA4 KCNC3 KCNMA1 KCNN2 KCNQ2 KCNT1 KCTD17 KIF1C KIF21A KMT2B LIPT1 LIPT2 LONP1 LRPPRC LRRK2 LSM11 LTBP1 MAFB MAPT MARS2 MAT1A MCOLN1 MDH2 MECP2 MECR MED23 MED27 MICU1 MMADHC MMUT MOGS MPV17 MRE11 MRPS25 MRPS34 MT-ATP6 MT-ATP8 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MT-TK MT-TL1 MT-TT MT-TV MT-TW MTO1 MYF5 MYORG NAA10 NADK2 NAXD NAXE NBEA NDUFA12 NDUFA2 NDUFA4 NDUFA6 NDUFA9 NDUFAF4 NDUFAF5 NDUFAF6 NDUFS1 NDUFS3 NDUFS7 NDUFS8 NEK9 NEUROD2 NGLY1 NHLRC2 NKX2-1 NKX6-2 NODAL NPC1 NPC2 NR4A2 NTNG1 NUP54 NUP62 OCLN OFD1 OGDH PANK2 PARK7 PCBD1 PCCA PCCB PCDH12 PCGF2 PDE2A PDGFB PDGFRB PDHA1 PDHX PHOX2A PI4KA PIGP PIGQ PIK3R5 PINK1 PLA2G6 PLAA PLCH1 PLEKHG2 PLP1 PMPCB PNKD PNKP PNPLA8 PNPT1 PODXL POLG POLR1B POLR1C POLR1D POLR3A POLR3B POLR3K PPFIBP1 PPIL1 PPP2R2B PRDM13 PRDX3 PRKAR1B PRKCG PRKN PRKRA PRRT2 PSAP PSEN1 PTCH1 PTS PURA QDPR RAB11B RARS1 REEP1 REPS1 RFX7 RHOBTB2 RNASEH2A RNASEH2B RNASEH2C RNASET2 RNF170 RNU7-1 ROBO3 SALL4 SAMHD1 SCN1A SCN1B SCN2A SCN8A SCO2 SCP2 SDHA SDHB SDHD SEPSECS SERAC1 SETX SGCE SH2B1 SHH SHQ1 SIGMAR1 SIK1 SIX3 SLC13A5 SLC16A2 SLC18A2 SLC19A3 SLC1A3 SLC20A2 SLC25A22 SLC25A42 SLC2A1 SLC2A3 SLC30A10 SLC30A9 SLC32A1 SLC35B2 SLC39A14 SLC39A8 SLC44A1 SLC6A3 SLC6A8 SLC9A6 SLITRK2 SMC1A SNCA SNCAIP SNORD118 SOX10 SPATA5 SPATA5L1 SPG11 SPOP SPR SPRED1 SPTBN1 SPTLC1 SQSTM1 STAG2 STARD7 STIL STN1 STUB1 STX16 STXBP1 SUCLA2 SUCLG1 SUOX SUPT16H SURF1 SYNE1 SYNGAP1 SYNJ1 SYT1 TACO1 TACSTD2 TAF1 TANGO2 TBC1D24 TBCD TBP TCOF1 TDGF1 TGFB2 TGIF1 TGM6 TH THAP1 TIMM8A TMEM106B TMEM151A TMEM163 TMEM240 TMEM63C TMEM67 TNR TOR1A TPI1 TPK1 TRAPPC11 TRAPPC12 TREX1 TRIM8 TRIT1 TRPM3 TRPV4 TSEN15 TSEN2 TSEN34 TSEN54 TSFM TSPOAP1 TTBK2 TTC19 TTPA TUBA1A TUBB2B TUBB3 TUBB4A TWIST1 TXN2 UBA5 UBAP1 UBE3C UBQLN2 UBTF UCHL1 UFC1 UFM1 UGDH UPB1 UQCRQ VAC14 VAMP1 VAMP2 VCP VPS11 VPS13A VPS13C VPS13D VPS16 VPS35 VPS37A VPS41 VPS4A WARS2 WDR45 WDR73 XK YIF1B YY1 ZC4H2 ZIC2 ZNF142 HP_DYSTROPHIC_FINGERNAILS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DYSTROPHIC_FINGERNAILS AARS1 BRAF CARS1 COL17A1 COL7A1 ERCC2 ERCC3 GTF2E2 GTF2H5 HLA-B HPGD IL6ST ITGB4 KIF1A KRAS KRT74 LMNA MAP2K1 MAP2K2 MBTPS2 MPLKIP NECTIN1 PKP1 RETREG1 RNF113A RUNX2 SCN9A STAT3 TARS1 WNK1 WNT10A ZBTB20 ZMPSTE24 HP_DYSTROPHIC_TOENAIL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DYSTROPHIC_TOENAIL COL17A1 COL7A1 DST IKBKG ITGB4 KIF1A KLHL24 KRT14 KRT5 KRT74 LMNA NECTIN1 NOTCH1 PERP RAB7A RETREG1 RUNX2 SCN9A SMARCE1 WNK1 WNT10A ZMPSTE24 HP_DYSURIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_DYSURIA AGXT AIP ALMS1 APRT BNC2 CARMIL2 CISD2 GPR101 HLA-B HMBS HOGA1 HPRT1 IKZF1 LAMA3 LAMB3 LAMC2 SPART WFS1 HP_EARLY_ONSET_OF_SEXUAL_MATURATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EARLY_ONSET_OF_SEXUAL_MATURATION AGPAT2 AIP ALMS1 ARX ASXL3 BAZ1B BCL7B BSCL2 BUD23 CASK CAV1 CAVIN1 CDKL5 CDON CLIP2 CNTNAP2 CPLX1 CREBBP CTBP1 CYP11B1 CYP17A1 DDX3X DEAF1 DHCR7 DISP1 DLK1 DLL1 DMXL2 DNAJC30 DYRK1A EHMT1 EIF4H EIF5A ELN EP300 EXT2 FGF8 FGFRL1 FKBP6 FLI1 FLII FOS FOXH1 FREM1 GAS1 GLI2 GLI3 GNAO1 GNAS GRB10 GRIA1 GRIN1 GRM7 GTF2I GTF2IRD1 GTF2IRD2 H4C5 H6PD HERC2 HNRNPR HRAS HSD11B1 HSD3B2 HYMAI IDH1 IDH2 IFNG INSR IQSEC2 KANSL1 KCNA1 KCNQ2 KCNT1 KDM6A KISS1R KMT2B KMT2C KMT2D KRAS LETM1 LHCGR LIMK1 LMNA LRP5 MAB21L2 MAGEL2 MC2R MEG3 MEN1 METTL27 MIA3 MKRN3 MLXIPL MMP14 MMP2 MRAP MSL3 NCF1 NDN NEUROD2 NF1 NFIX NNT NODAL NPAP1 NR0B1 NR3C1 NRAS NSD2 OCA2 PAPSS2 PCNT PDE11A PIGA PIGF PIGP PIGQ PIGT PLAGL1 PLCB1 PNKP PPARG PRKAR1A PTCH1 PTH1R PWAR1 PWRN1 RAB23 RAI1 RFC2 RTL1 SCN1A SCN1B SCN2A SHH SIK1 SIM1 SIX3 SLC12A5 SLC25A22 SLC32A1 SLC35A2 SMAD4 SNORD115-1 SNORD116-1 SNRPN SOX6 SPEN SRCAP STAR STIL STK11 STX1A TANGO2 TBC1D24 TBL2 TDGF1 TFE3 TGIF1 TMEM270 TNRC6B TONSL TP63 TRIM8 TSC1 TSC2 TXNRD2 USP7 VPS37D ZIC2 ZNF526 HP_EARLY_YOUNG_ADULT_ONSET https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EARLY_YOUNG_ADULT_ONSET ALG10B B2M B4GALNT1 BVES CARD9 CEBPE CLCN1 CNNM2 COL2A1 DGKE DNAJC3 DSP EIF2AK2 ERCC6L2 ESR2 GPIHBP1 GYG1 HCN4 HGSNAT HTRA1 INS KCNA5 KCNE1 KCNH2 KCNJ2 KCNJ5 KCTD17 LHB LIG3 LMNA NRCAM P2RX2 PIK3R5 PMP2 POLG PRKRA PRRT2 REEP1 REEP6 RNF216 RRAGD SCARB2 SELENBP1 SEMA3A SERPINA1 SLC4A4 SMN1 SMN2 SNTA1 SOHLH1 SPTLC1 STAT1 TLR7 TLR8 TOR1AIP1 TPP1 TTN TWNK UNC13D WNT4 HP_EAR_PAIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EAR_PAIN AKT1 BAP1 KRT16 KRT17 KRT6A KRT6B NF2 PDGFB PIK3CA SMARCB1 SMARCE1 SMO SUFU TERT TRAF7 HP_EASY_FATIGABILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EASY_FATIGABILITY ACTA1 AGK AGRN AIP AK9 ALG14 ALG2 ATP13A3 BAG3 CALR CASQ1 CCN6 CDH23 CHAT CHRNA1 CHRNB1 CHRND CHRNE CHST11 COL13A1 COLQ CWF19L1 DCC DNAL4 DNM2 DOK7 DPAGT1 FKBP14 GFPT1 GMPPB GTPBP3 HACD1 HNRNPK HSPB3 ISCU ITGA7 JAK2 LAMB2 LDHA LIG3 LRP4 MAP3K20 MEN1 MGME1 MICU1 MPL MTMR14 MUSK MYL2 MYO9A MYPN NARS2 NEB NFE2L2 NTN1 PFKM PNPLA2 POLG POLG2 POMT1 PRKAR1A PYROXD1 RAD51 RAPSN RRM2B RYR1 SCN4A SDHA SDHAF1 SDHB SDHD SELENON SLC18A3 SLC25A1 SLC25A4 SLC25A42 SLC5A7 SNAP25 STIM1 SURF1 SYT2 TDP2 TET2 TGFB1 TMEM126B TPM2 TPM3 TWNK TYMP VAMP1 HP_EBSTEIN_ANOMALY_OF_THE_TRICUSPID_VALVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EBSTEIN_ANOMALY_OF_THE_TRICUSPID_VALVE FREM1 GATA1 JPH2 MYH7 NONO TPM1 YY1 HP_ECCHYMOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ECCHYMOSIS AIP ATRX BCOR BRAF CALR CD109 CDH23 CHST14 COL1A1 COL3A1 COL5A1 COL5A2 F13A1 F13B F2 FIP1L1 GBA1 GFI1B GGCX GIMAP5 GP1BA GP1BB GP6 HPS1 HPS6 IFNG IRF2BP2 ITGA2 ITGA2B ITGB3 JAK2 MPL NABP1 NPM1 NR3C1 NUMA1 P2RY12 PML PRF1 PRKAR1A RARA SBDS STAT3 STAT5B STX11 STXBP2 TBL1XR1 TBXA2R TERC TERT TET2 TP53 UNC13D USP48 USP8 ZBTB16 HP_ECHOGENIC_FETAL_BOWEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ECHOGENIC_FETAL_BOWEL GNB2 KMT2D LBR PIGY ZNF699 HP_ECLABION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ECLABION ABCA12 ABHD5 ADAMTS2 ADNP ALOX12B ALOXE3 ANTXR1 AP4B1 AP4E1 AP4M1 AP4S1 ASPRV1 ASXL3 ATRX AXIN2 BAZ1B BCAS3 BCL11A BCL7B BDNF BMP2 BUD23 CCDC8 CDH11 CDKL5 CERS3 CHAMP1 CHN1 CLIC2 CLIP2 CREBBP CUL7 CYP4F22 DENND5A DHX30 DIS3L2 DNAJC30 DNMT3A DOCK7 EDA EDA2R EDAR EDARADD EDNRA EEF1A2 EHMT1 EIF4H ELN EPG5 ERCC1 ERCC2 ERCC5 ERCC6 FBXL4 FBXO11 FGD1 FGFR1 FHL1 FKBP6 FOXC1 FOXG1 FRMD4A GBA1 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 H3-3A H4C5 H4C9 HGSNAT HRAS HSPG2 IDUA IFT122 IFT43 IFT52 IGF1R IRF6 IRX5 KANSL1 KCNH1 KCNK4 KCNMA1 KIF7 KIFBP KMT2C LIMK1 LIPN LRP6 MAFB MAN1B1 MAP1B MBD5 MCOLN1 MDH1 MECP2 MED12L MED13L MED25 METTL27 MGAT2 MLXIPL MSX1 MYCN MYO18B NAA10 NCF1 NFIX NIPAL4 NRAS OBSL1 OCRL PACS2 PAX6 PAX9 PCDHGC4 PIGL PITX2 PLXND1 POMGNT1 PUS7 QRICH1 RAB3GAP1 RAB3GAP2 RAI1 REV3L RFC2 RIN2 RPL10 RPS6KA3 SALL4 SCARF2 SDR9C7 SETD1A SLC25A24 SMARCA2 SMARCA4 SMG9 SMS SNRPN SOX11 SPECC1L SRCAP STX1A SULT2B1 SUMO1 TBC1D24 TBL1XR1 TBL2 TCF3 TFAP2A TFAP2B TFE3 TGFA TGM1 TMEM147 TMEM270 TNPO2 TTC26 VPS37D WDR19 WDR26 WDR35 WNT10A WNT10B WT1 ZSWIM6 HP_ECTODERMAL_DYSPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ECTODERMAL_DYSPLASIA ATP6V1B2 AXIN2 CDH3 EDA EDAR EDARADD EVC EVC2 GJB6 HOXC13 IFT122 IFT43 IKBKG KANSL1 KREMEN1 KRT74 KRT85 MBTPS2 NECTIN1 NECTIN4 NFKBIA NLRP1 ORAI1 PKP1 SMARCAD1 TP63 WDR35 WNT10A HP_ECTOPIA_LENTIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ECTOPIA_LENTIS AASS ADAMTS10 ADAMTS17 ADAMTSL4 ASPH B3GALT6 BAP1 BCOR C12orf57 CBS CHRDL1 COL11A1 COL18A1 COL2A1 COL5A1 CPAMD8 CYSLTR2 ELP4 FBN1 FBN2 GNA11 GNAQ HSPG2 LOXL1 LTBP2 MOCS1 MOCS2 NDP P3H2 PAK2 PAX2 PAX6 PCYT1A PORCN SALL2 SF3B1 SMAD3 SUOX TAP1 TAP2 TAPBP TGFB2 TGFBR1 TGFBR2 WT1 HP_ECTOPIA_PUPILLAE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ECTOPIA_PUPILLAE ADAMTSL4 COL4A1 COL8A2 CPAMD8 CPLX1 CTBP1 FBN1 FGFRL1 FOXC1 GRHL2 LETM1 MAB21L2 NSD2 OVOL2 PAX6 PCYT1A PITX2 RHOA TBX2 VSX1 WT1 ZEB1 ZEB2 HP_ECTOPIC_ANTERIOR_PITUITARY_GLAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ECTOPIC_ANTERIOR_PITUITARY_GLAND FOXA2 GLI2 HESX1 LHX4 OTX2 POU1F1 PROP1 SOX3 HP_ECTOPIC_ANUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ECTOPIC_ANUS ACADVL ATN1 B3GLCT C2CD3 CCDC22 CDC45 CDH11 CDK8 CDON CHD4 COX7B DACT1 DCHS1 DDB1 DDX3X DDX6 DISP1 DLL1 DPYSL5 DVL3 DYNC2H1 DYNC2I1 DYNC2I2 ERCC4 ESCO2 FAT4 FGF8 FGFR2 FLI1 FOXH1 FRAS1 FREM1 FREM2 GAS1 GDF3 GDF6 GLI2 GLI3 GRIP1 HCCS HES7 IFT80 KAT6B KYNU LRPPRC MED12 MEOX1 MID1 MKKS NDUFB11 NFIX NODAL NXN PGAP2 PGAP3 PIGL PIGN PIGO PIGV PIGW PIGY POR PORCN PTCH1 PTDSS1 RECQL4 RFX6 RNU12 ROBO1 ROR2 RRAS2 SALL1 SETBP1 SHH SIX3 SLC25A24 SNRPB STIL SUZ12 TBX3 TDGF1 TGIF1 TP63 TWIST2 UBR1 VPS35L WASHC5 WDR35 ZIC2 ZIC3 HP_ECTOPIC_CALCIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ECTOPIC_CALCIFICATION ABCC6 ABCG5 ABCG8 ACD ACP5 ACVR1 ADAR AGPS AGXT AIRE ALPL AMER1 ANKH AP1S2 AP2S1 APOB APP ARSL ATOH7 ATP7A ATP7B B2M BMPR1B BRAF CA2 CASR CCN6 CDC73 CFTR CLCNKB COL11A1 COL2A1 COL9A1 COLGALT1 CPA1 CPT2 CSF1R CTC1 CTNNB1 CTNS CTRC CTSC CYP11A1 CYP2U1 DAG1 DDR2 DENND5A DHCR7 DKC1 DLK1 DNM1L EBP ECM1 ENPP1 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 EXOSC2 FAM111A FAM20C FARSB FBN1 FGF23 FGFR1 FLNB FXYD2 FZD4 GALNT3 GATA3 GATA5 GBA1 GCM2 GDF5 GGCX GJA1 GNA11 GNAQ GNAS GNPAT GUSB HGD HLA-DQA1 HLA-DQB1 HRAS HSD17B4 HYAL1 IFIH1 IFNG IRF8 ISG15 JAM2 KARS1 KATNB1 KCNJ1 KL KRAS KRIT1 LBR LDLR LDLRAP1 LEMD3 LIPA LMNA LRP5 LSM11 MEFV MEG3 MEN1 MGP MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW MTX2 MYMK MYMX MYO5A MYORG NDE1 NDP NEU1 NHP2 NKX2-5 NOP10 NOTCH1 NOTCH3 NPM1 NRAS NSDHL NSMCE3 NT5E OCLN ODC1 OPA1 PAH PARN PCSK9 PDE4D PDGFB PDGFRB PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PI4KA POT1 PPFIBP1 PRKAR1A PRSS1 PRSS2 PSMB8 PSMC3 PSMG2 PTCH1 PTCH2 PTH PTH1R QDPR RAB39B RB1 RELN RIGI RNASEH2A RNASEH2B RNASEH2C RNASET2 RNU7-1 RTEL1 RTL1 SAMHD1 SC5D SLC12A1 SLC12A3 SLC20A2 SLC25A46 SLC26A2 SLC29A3 SLC2A1 SLC34A2 SLC46A1 SLC4A4 SMAD6 SMARCB1 SNORD118 SNRPB SPINK1 STAT1 STAT2 STX16 SUCLA2 SUFU TCIRG1 TERC TERT THRB TINF2 TNFRSF11A TNFRSF11B TNFRSF1A TOM1 TREM2 TREX1 TSC1 TSC2 TTC7A TYMS TYROBP USB1 USP18 VPS33A VPS35L WRAP53 WRN WWOX XPR1 ZBTB20 ZMPSTE24 ZNFX1 ZSWIM6 HP_ECTOPIC_KIDNEY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ECTOPIC_KIDNEY ADAMTS3 APC ARID1B BAZ1B BCL7B BUD23 CCBE1 CCNQ CDC42BPB CHN1 CLIP2 CTU2 DACT1 DDX59 DDX6 DNA2 DNAJC30 DYRK1A EBP EIF4H ELN FANCA FANCC FANCD2 FANCE FANCF FAT4 FGFR1 FKBP6 FUZ GLI3 GNB2 GTF2I GTF2IRD1 GTF2IRD2 HMGA2 HNF1B HOXD13 JAM3 KDM6A KMT2D KNSTRN LEMD3 LIMK1 LRP4 MAFB METTL27 MLXIPL NCF1 NIPBL NRIP1 PBX1 PIK3CD PUF60 RAD51 RBBP8 RFC2 RIPK4 RPS26 RTTN SALL1 SALL4 SF3B2 SLX4 SMS SNRPB SPECC1L SPINK5 STRA6 STX1A TBL2 TMEM270 USP9X VANGL1 VPS37D WAC WNT4 WT1 XRCC2 XRCC4 ZEB2 ZMYM2 HP_ECTOPIC_THYROID https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ECTOPIC_THYROID IL6ST KAT6B LIFR NKX2-5 PAX8 HP_ECTRODACTYLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ECTRODACTYLY AHSG ARHGAP31 ARSB BHLHA9 BSCL2 BTRC CDH3 CDKN1C CPLX1 CTBP1 CTDP1 CTSD DHCR7 DLL4 DLX5 DLX6 DOCK6 EGR2 EOGT EPS15L1 FBXW4 FGFR1 FGFR2 FGFR3 FGFRL1 GDAP1 GLI3 GNPTAB HINT1 HMGA2 HNRNPA1 HSD17B4 IDS IGF2 IRF6 ITGB6 JPH1 LETM1 LSS MAP3K20 MBTPS2 MCM3AP MED12 MMP2 MORC2 MPZ NDRG1 NEFL NELFA NOTCH1 NSD2 NXN PIGG PLAG1 PMP22 PORCN PRX RBPJ ROR2 SBF2 SEM1 SLC52A2 SVBP TBX5 TCTN3 TP63 UBA2 WLS WNT10B WNT7A HP_ECTROPION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ECTROPION AARS1 ABCA1 ABCA12 ABHD5 ADNP ALOX12B ALOXE3 APC ASPRV1 CARD14 CARS1 CCDC47 CD28 CDC42 CDH1 CERS3 CTLA4 CTNND1 CYP4F22 DDB2 DHODH DLX4 EDN1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 FERMT1 FLI1 FOXC2 FOXL2 GATA1 GBA1 GRIA3 GTF2E2 GTF2H5 HNRNPK IPO8 ITGA6 ITGB4 KDM6A KMT2A KMT2D KRT10 LIPN LRP4 MBTPS2 MEGF8 MPLKIP NIPAL4 PLEC PNPLA1 POLH POLR3A RIPK4 RNF113A RNF2 RNU12 SDR9C7 SULT2B1 TARS1 TGM1 TNFRSF1B TWIST2 UROD UROS XPA XPC HP_ECTROPION_OF_LOWER_EYELIDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ECTROPION_OF_LOWER_EYELIDS ADNP CDH1 CTNND1 DHODH DLX4 MEGF8 RNF2 HP_ECZEMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ECZEMA AARS1 ABCC9 ADA2 ARVCF AUTS2 BRAF BTD C5 CAMK2B CARD11 CARD14 CARMIL2 CARS1 CASP8 CASR CD28 CD3G CDSN CFTR CIB1 COMT CST6 CSTA CTLA4 CYBA CYBB CYBC1 DDX41 DHCR7 DNAJC21 DOCK8 DPP9 EDA EDAR EDARADD EFL1 ERCC2 ERCC3 FECH FLG FLG2 FLI1 FOCAD FOXN1 FOXP3 GGT1 GINS1 GNA11 GNB2 GP1BB GTF2E2 GTF2H5 H3-3B HDAC4 HIRA HLA-DQA1 HLA-DQB1 HLA-DRB1 HLCS HPGD HSPA9 IFIH1 IGHG2 IGKC IKBKG IL17RA IL21R IL2RA IL4R IL6R IL6ST IL7 IL7R IPO8 JAK1 JMJD1C KANSL1 KARS1 KDF1 KRT1 KRT74 LBR LGI3 LIG1 LIG4 LRRC32 MBTPS2 MCCC2 MORC2 MPDU1 MPLKIP MS4A2 MSN MTHFD1 MYSM1 NAA10 NBEA NCF1 NCF2 NCF4 NEK9 NFKBIA NOD2 NSMCE3 NSUN2 NUP107 PAH PCCA PCCB PEPD PGM2L1 PGM3 PIGA PIK3CA PIK3CG PLA2G7 POLE PRMT7 RAC1 RBCK1 RBM8A RFX7 RIT1 RNF113A RNU12 RNU4ATAC RRAS2 RREB1 RTTN SBDS SCNN1A SCNN1B SCNN1G SEC24C SHOC2 SIK3 SIN3A SLC30A2 SLC39A7 SLCO2A1 SLF2 SMARCA2 SMARCC2 SMG8 SPINK5 SRCAP SRD5A3 SRP54 STAT1 STAT3 STAT5B SUOX TAF1 TARS1 TBC1D2B TBCK TBX1 TGM5 TKT TMC6 TMC8 TNFRSF1B TOM1 TP63 TPR TRAF3IP2 TRAF6 UFD1 WAS WIPF1 ZAP70 ZNF341 ZNF750 HP_ECZEMATOID_DERMATITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ECZEMATOID_DERMATITIS BTD CYBA CYBB FLG FOXP3 HPGD NCF1 NCF2 SLC39A7 SLCO2A1 STAT3 ZAP70 HP_EDEMA_OF_THE_DORSUM_OF_FEET https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EDEMA_OF_THE_DORSUM_OF_FEET PLAA RBM8A RNF13 TGM1 ZNHIT3 HP_EDEMA_OF_THE_DORSUM_OF_HANDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EDEMA_OF_THE_DORSUM_OF_HANDS ACTA1 ANGPT1 EPHB4 HS3ST6 KLHL40 KLHL41 KNG1 LMOD3 NEB PLAA RBM8A RNF13 SERPING1 TGM1 ZNHIT3 HP_EEG_WITH_ABNORMALLY_SLOW_FREQUENCIES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EEG_WITH_ABNORMALLY_SLOW_FREQUENCIES AARS1 ACTL6B ALDH7A1 AP2M1 AP3B2 ARV1 ATP1A2 ATP1A3 ATP6V1A CACNA1A CACNA1B CACNA2D1 CDK19 CDKL5 CELF2 CHD2 CHMP2B CLN5 CLN8 CLTC CNKSR2 CNTNAP2 CYFIP2 CYP27A1 DALRD3 DHDDS DNM1 DOLK DPAGT1 EEF1A2 FBXO28 FGF12 FGF13 FZR1 GABBR2 GABRA2 GABRA5 GABRB2 GABRG2 GNB1 GRIA4 GRIN2A GRIN2D GRN HCN1 HID1 KCNA2 KCNB1 KPTN LMNB1 LRPPRC MAPT MECP2 MTHFS NECAP1 NEXMIF NTRK2 NUS1 OCA2 P4HTM PACS2 PARS2 PIGY PLP1 PLPBP PPP3CA PSEN1 RNF13 SCN1A SCN3A SCN8A SLC13A5 SLC1A2 SLC2A1 SLC38A3 SLC6A1 SQSTM1 STXBP1 SYNGAP1 SYNJ1 SZT2 TMEM106B TRAK1 TREM2 UBA5 UBE3A VCP WWOX YWHAG HP_EEG_WITH_BURST_SUPPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EEG_WITH_BURST_SUPPRESSION ABAT AKT3 ALDH7A1 ALG11 ALG14 AMT ARX ASNS ATP1A2 ATP6V0A1 BRAT1 C1QBP CAMSAP1 CASK CDK5 CDKL5 CNPY3 CUL3 CYFIP2 DMXL2 DNM2 DPM2 FGF13 GAD1 GLS GNAO1 GNB1 GRIN1 GRM7 IER3IP1 KCNA1 KCNC2 KCNQ2 MOGS MTOR NEUROD2 NSF PIGP PIGQ PIGS PIK3CA PLPBP PNKP PNPO PRKAG2 SCN1B SCN2A SIK1 SLC25A22 SLC25A46 SLC32A1 STXBP1 TRIM8 UGDH VARS2 ZNF148 HP_EEG_WITH_CENTROTEMPORAL_EPILEPTIFORM_DISCHARGES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EEG_WITH_CENTROTEMPORAL_EPILEPTIFORM_DISCHARGES FRRS1L GABRG2 GRIN2A IQSEC2 SRPX2 HP_EEG_WITH_CONTINUOUS_SLOW_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EEG_WITH_CONTINUOUS_SLOW_ACTIVITY CHMP2B GRN MAPT PSEN1 SQSTM1 TMEM106B TREM2 VCP HP_EEG_WITH_FOCAL_EPILEPTIFORM_DISCHARGES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EEG_WITH_FOCAL_EPILEPTIFORM_DISCHARGES ACTL6B ADGRG1 ADK AKT3 ALDH7A1 ALG1 AP2M1 ARFGEF1 ARHGEF9 ARX ASPA ATP1A2 ATP1A3 CABP4 CACNA1A CACNA1G CARS2 CASK CDKL5 CHD2 CHRNA2 CHRNA4 CHRNB2 CLCN4 CLN5 CLTCL1 CNTNAP2 CPLX1 CRH CUX2 DAG1 DEPDC5 DMXL2 DNM1 DOCK7 DOLK DPYD FGF12 FRRS1L GABBR2 GABRA1 GABRB3 GABRG2 GNAO1 GNB1 GRIN1 GRIN2A GRM7 HID1 IQSEC2 KANSL1 KCNA1 KCNMA1 KCNQ2 KCNQ3 KCNT1 KCTD7 LGI1 LONP1 LRPPRC MAPK10 MECP2 MED13L MTOR MYD88 NEUROD2 NEXMIF NPRL2 NPRL3 P4HTM PCDH19 PDHA1 PI4KA PIGA PIGG PIGP PIGQ PIGT PIK3CA PLCB1 PLPBP PNKP POLG PPP3CA PRPS1 PRRT2 PSAT1 RELN RNF13 SATB1 SCN1A SCN1B SCN2A SCN8A SCN9A SIK1 SLC12A5 SLC25A10 SLC25A22 SLC2A1 SLC32A1 SLC35A2 SLC6A1 SPATA5 SPTBN1 SRPX2 ST3GAL5 STXBP1 SUOX SYNGAP1 SYT1 TBC1D24 TBC1D2B TFE3 TRIM8 TUBB2A UBE3A YME1L1 HP_EEG_WITH_FOCAL_SHARP_SLOW_WAVES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EEG_WITH_FOCAL_SHARP_SLOW_WAVES AKT3 CACNA1A CHD2 CUX2 DNM1 GABRB3 GNB1 HID1 MAPK10 MTOR PIK3CA SCN1A SPATA5 HP_EEG_WITH_FOCAL_SHARP_WAVES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EEG_WITH_FOCAL_SHARP_WAVES ATP1A2 CACNA1A GRIN2A LONP1 PDHA1 PRRT2 PSAT1 SCN1A SRPX2 SYT1 TBC1D24 YME1L1 HP_EEG_WITH_FOCAL_SPIKES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EEG_WITH_FOCAL_SPIKES ADGRG1 AKT3 ARHGEF9 CABP4 CHRNA2 CHRNA4 CHRNB2 CLCN4 CLN5 CNTNAP2 CRH DEPDC5 GNB1 GRIN2A KCNQ2 KCNT1 LONP1 MTOR PDHA1 PI4KA PIGG PIK3CA SCN2A SRPX2 SYT1 TFE3 HP_EEG_WITH_FOCAL_SPIKE_WAVES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EEG_WITH_FOCAL_SPIKE_WAVES AP2M1 CHD2 CPLX1 DAG1 FRRS1L GABRG2 GRIN2A IQSEC2 NEXMIF SATB1 SCN1A SLC2A1 SLC6A1 SRPX2 SYNGAP1 TBC1D24 HP_EEG_WITH_FRONTAL_EPILEPTIFORM_DISCHARGES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EEG_WITH_FRONTAL_EPILEPTIFORM_DISCHARGES ADGRG1 FRRS1L GRIN2A PI4KA SPATA5 SRPX2 HP_EEG_WITH_GENERALIZED_EPILEPTIFORM_DISCHARGES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EEG_WITH_GENERALIZED_EPILEPTIFORM_DISCHARGES AARS1 AASS ABAT ABCC8 ACTL6B ADGRG1 ADGRV1 AGRN AIMP2 AKT3 ALDH4A1 ALDH7A1 ALG11 ALG13 ALG14 ALG2 ALG3 AMT AP2M1 AP3B2 APC2 ARFGEF1 ARFGEF2 ARV1 ARX ASNS ASPA ATAD1 ATN1 ATP1A2 ATP1A3 ATP6V0A1 ATP6V1A ATP7A ATXN10 BRAT1 C1QBP CACNA1A CACNA1B CACNA1E CACNA1H CACNA2D1 CACNB4 CAMSAP1 CASK CCDC88A CDK19 CDK5 CDKL5 CELF2 CHAT CHD2 CILK1 CLCN2 CLN5 CLN8 CLTC CNKSR2 CNPY3 CNTNAP2 COL13A1 COX4I1 CPA6 CPLX1 CSTB CTNNA2 CUL3 CUX2 CYFIP2 D2HGDH DALRD3 DCX DEPDC5 DHDDS DMXL2 DNM1 DNM2 DOCK7 DOLK DPAGT1 DPM2 EEF1A2 EFHC1 EPM2A ERMARD EXOC8 FBXO28 FGF12 FGF13 FRRS1L FZR1 GABBR2 GABRA1 GABRA2 GABRA5 GABRB1 GABRB2 GABRB3 GABRD GABRG2 GAD1 GFM2 GLS GLUD1 GLYCTK GNAO1 GNB1 GNB5 GOLGA2 GOSR2 GRIN1 GRIN2A GRIN2B GRIN2D GRM7 GRN GUF1 HCFC1 HCN1 HIBCH HID1 HMGCL IARS2 IER3IP1 JRK KCNA1 KCNA2 KCNB1 KCNC1 KCNC2 KCNJ11 KCNMA1 KCNQ2 KCNQ3 KCNT1 KCNT2 KIF1A LONP1 MDH1 MED17 MFF MGAT2 MOGS MPDU1 MT-TL1 MTOR MYO9A NACC1 NARS2 NAXD NDUFAF8 NECAP1 NEDD4L NEUROD2 NEXMIF NF1 NHLRC1 NPRL2 NPRL3 NSF NTRK2 NUS1 OGDHL PACS2 PAFAH1B1 PARS2 PCDH12 PCDH19 PDHA1 PGAP2 PGAP3 PHACTR1 PHGDH PI4KA PIDD1 PIGA PIGL PIGO PIGP PIGQ PIGS PIGT PIGV PIGW PIGY PIK3CA PLAA PLCB1 PLPBP PNKP PNPO PPFIBP1 PPP3CA PRICKLE1 PRKAG2 PRRT2 PSAT1 PTPN23 PTS ROGDI RUSC2 SAMD12 SATB1 SCARB2 SCN1A SCN1B SCN2A SCN3A SCN8A SCN9A SETBP1 SETD1B SIK1 SLC12A5 SLC13A5 SLC18A3 SLC1A2 SLC1A4 SLC25A1 SLC25A22 SLC25A46 SLC2A1 SLC32A1 SLC35A2 SLC38A3 SLC39A8 SLC5A7 SLC6A1 SMC1A SNAP25 SPATA5 SPTAN1 SPTBN1 SRPX2 ST3GAL3 STARD7 STX1B STXBP1 SYNGAP1 SYNJ1 SYT1 SYT2 SZT2 TBC1D24 TBC1D2B TBCK TBL1XR1 TGFB1 TIMM50 TRAK1 TRAPPC12 TRIM8 TUBB2A UBA5 UFC1 UGDH UPB1 VAMP1 VARS2 WDR45 WWOX YEATS2 YWHAG ZNF148 ZNF526 ZNHIT3 HP_EEG_WITH_GENERALIZED_POLYSPIKES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EEG_WITH_GENERALIZED_POLYSPIKES CHD2 CNTNAP2 EFHC1 FRRS1L GRIN2A GRN HP_EEG_WITH_GENERALIZED_SHARP_SLOW_WAVES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EEG_WITH_GENERALIZED_SHARP_SLOW_WAVES ALDH4A1 ALDH7A1 ATP1A2 CACNA1A LONP1 PDHA1 PIGT PLPBP PRRT2 SCN1A HP_EEG_WITH_GENERALIZED_SLOW_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EEG_WITH_GENERALIZED_SLOW_ACTIVITY ALDH7A1 AP2M1 CDKL5 CHD2 CHMP2B CLN5 CNTNAP2 CYP27A1 DOLK DPAGT1 GRIA4 GRN HID1 KPTN LMNB1 MAPT MECP2 MTHFS NEXMIF PLPBP PSEN1 RNF13 SCN1A SLC2A1 SLC6A1 SQSTM1 SYNGAP1 TMEM106B TREM2 VCP HP_EEG_WITH_IRREGULAR_GENERALIZED_SPIKE_AND_WAVE_COMPLEXES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EEG_WITH_IRREGULAR_GENERALIZED_SPIKE_AND_WAVE_COMPLEXES AP2M1 CHD2 GABRG2 GRIN2A NEXMIF SAMD12 SCN1A SLC2A1 SLC6A1 SRPX2 STARD7 SYNGAP1 TBC1D24 HP_EEG_WITH_MULTIFOCAL_SLOW_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EEG_WITH_MULTIFOCAL_SLOW_ACTIVITY AARS1 ACTL6B AP3B2 ARV1 ATP1A2 ATP1A3 ATP6V1A CACNA1A CACNA1B CACNA2D1 CDK19 CELF2 CLTC CNKSR2 CYFIP2 DALRD3 DHDDS DNM1 EEF1A2 FBXO28 FGF12 FGF13 FZR1 GABBR2 GABRA2 GABRA5 GABRB2 GABRG2 GRIN2A GRIN2D HCN1 KCNA2 KCNB1 NECAP1 NTRK2 NUS1 PACS2 PARS2 PIGY PPP3CA SCN3A SCN8A SLC13A5 SLC1A2 SLC38A3 SYNGAP1 SYNJ1 SZT2 TRAK1 UBA5 WWOX YWHAG HP_EEG_WITH_PARIETAL_EPILEPTIFORM_DISCHARGES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EEG_WITH_PARIETAL_EPILEPTIFORM_DISCHARGES ADGRG1 PI4KA SRPX2 TBC1D24 TFE3 TRIM8 HP_EEG_WITH_PHOTOPAROXYSMAL_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EEG_WITH_PHOTOPAROXYSMAL_RESPONSE CERS1 FBXO28 GABRA1 MARCHF6 SAMD12 SHQ1 STARD7 HP_EEG_WITH_POLYSPIKE_WAVE_COMPLEXES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EEG_WITH_POLYSPIKE_WAVE_COMPLEXES ADGRG1 AGRN AKT3 AP2M1 APC2 CACNB4 CHAT CHD2 CILK1 CLCN2 COL13A1 CSTB EFHC1 GABRA1 GABRD GABRG2 JRK KCNC2 KCNQ3 MTOR MYO9A NEXMIF PGAP2 PGAP3 PI4KA PIGL PIGO PIGV PIGW PIGY PIK3CA PRICKLE1 PSAT1 SCARB2 SCN1A SETD1B SLC18A3 SLC25A1 SLC2A1 SLC5A7 SLC6A1 SNAP25 SRPX2 SYNGAP1 SYT2 VAMP1 YEATS2 YWHAG HP_EEG_WITH_SPIKE_WAVE_COMPLEXES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EEG_WITH_SPIKE_WAVE_COMPLEXES AASS ADGRG1 ADGRV1 AGRN AKT3 AP2M1 APC2 ARX CACNA1H CACNB4 CASK CDKL5 CHAT CHD2 CILK1 CLCN2 CLN5 COL13A1 CPA6 CSTB DMXL2 EFHC1 GABRA1 GABRB3 GABRD GABRG2 GNAO1 GOSR2 GRIN1 GRIN2A GRM7 HCN1 JRK KCNA1 KCNA2 KCNC2 KCNMA1 KCNQ3 MTOR MYO9A NEUROD2 NEXMIF PAFAH1B1 PGAP2 PGAP3 PI4KA PIGL PIGO PIGP PIGQ PIGT PIGV PIGW PIGY PIK3CA PNKP PRICKLE1 PSAT1 SAMD12 SCARB2 SCN1A SCN1B SCN2A SCN8A SCN9A SETD1B SIK1 SLC18A3 SLC25A1 SLC25A22 SLC2A1 SLC32A1 SLC5A7 SLC6A1 SNAP25 SRPX2 STARD7 STX1B SYNGAP1 SYT1 SYT2 TBC1D24 TRIM8 VAMP1 YEATS2 YWHAG HP_EEG_WITH_SPIKE_WAVE_COMPLEXES_2_5_3_5_HZ https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EEG_WITH_SPIKE_WAVE_COMPLEXES_2_5_3_5_HZ CACNA1H GABRA1 GABRB3 GABRG2 JRK KCNA2 SETD1B SLC2A1 HP_ELBOW_ANKYLOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ELBOW_ANKYLOSIS FGFR1 FGFR2 GDF5 MUSK NOG POR PTDSS1 WNT7A HP_ELBOW_CONTRACTURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ELBOW_CONTRACTURE ACTA1 ADGRG6 ALDH18A1 ANO5 ATR B3GAT3 CAPN3 CHST3 COL12A1 COL25A1 COL6A1 COL6A2 COL6A3 COX11 CPT2 CRLF1 DDR2 DMD ECEL1 EMD ERCC1 ERCC6 ERGIC1 ERLIN2 ESCO2 EXTL3 FBN1 FBN2 FBXO28 FDFT1 FHL1 FKBP10 FKRP FLNA GJB2 GLDN GNB2 GNS HACD1 HS2ST1 IGF2 IL6ST ITGA7 JAG2 KIF22 KY LAMA2 LARGE1 LGI4 LIFR LMNA LMX1B MAP3K20 MAP3K7 MEGF10 MUSK MYH3 MYL1 MYL11 MYL2 NALCN NEDD4L NIPBL P4HTM PIGA PIGY PIK3C2A PITX1 PLOD1 PLOD2 PLOD3 POR PSMB8 PSTPIP1 PTDSS1 PYCR1 RARS2 RMRP RNU4ATAC RSPO2 RYR3 SCARF2 SCN4A SCYL2 SELENON SIK3 SLC25A46 SLC26A2 SLC29A3 SLC39A8 SLC6A9 SNRPB SPRTN SRD5A3 SVIL SYNE1 SYNE2 SYT2 TBX15 TBX3 TFAP2A TMEM222 TMEM43 TNNT1 TOR1A TPM2 TPM3 TRPV4 UBA1 UNC80 WNT7A HP_ELECTRONEGATIVE_ELECTRORETINOGRAM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ELECTRONEGATIVE_ELECTRORETINOGRAM ABCA4 CABP4 CACNA1F CACNA2D4 GNAT1 GNB3 GPR179 GRK1 GRM6 LRIT3 NYX PDE6B RHO RLBP1 RS1 SAG SLC24A1 TRPM1 HP_ELEVATED_ALKALINE_PHOSPHATASE_OF_BONE_ORIGIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ELEVATED_ALKALINE_PHOSPHATASE_OF_BONE_ORIGIN ABCC6 CCDC115 CTNS CYP27B1 CYP2R1 DMP1 ENPP1 ESR1 NPR2 NPR3 SLC34A1 SLC34A3 VCP HP_ELEVATED_BRONCHOALVEOLAR_LAVAGE_FLUID_NEUTROPHIL_PROPORTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ELEVATED_BRONCHOALVEOLAR_LAVAGE_FLUID_NEUTROPHIL_PROPORTION MUC5B NKX2-1 SFTPA1 SFTPA2 SFTPC TERT HP_ELEVATED_CIRCULATING_ALANINE_AMINOTRANSFERASE_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ELEVATED_CIRCULATING_ALANINE_AMINOTRANSFERASE_CONCENTRATION ACOX2 ADK AHCY ALDOA APOB APOE ATP6AP1 ATP7B BAAT BCAT2 CNOT1 COG7 CPT1A CPT2 CYP7B1 DEF6 DNAJC19 DOCK2 EARS2 FADD GAA GALT HADHB HMGCS2 HMOX1 IARS1 KIF12 LIPA LYRM4 MARS1 MPV17 MRPL3 MRPL44 MRPS2 MYO5B NFS1 NR1H4 NSMCE2 OCRL OTC PCK1 PEX14 PEX2 PGM1 PIGL PKHD1 POLD1 POLG2 PRKCD SCO1 SEMA7A SLC22A5 SLC25A13 SLC2A2 SLC37A4 SLC51B SMPD1 STAT2 SUCLG1 TKFC TMEM165 TRMT10C TRMU TTC26 TWNK UBR1 UQCRB USP53 VPS13A VPS33B VPS50 WRN XK HP_ELEVATED_CIRCULATING_ALDOLASE_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ELEVATED_CIRCULATING_ALDOLASE_CONCENTRATION HSPG2 LPIN1 MT-CO1 MT-CO3 OBSCN PFKM TGFB1 HP_ELEVATED_CIRCULATING_ASPARTATE_AMINOTRANSFERASE_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ELEVATED_CIRCULATING_ASPARTATE_AMINOTRANSFERASE_CONCENTRATION ACOX2 AHCY AMACR APOB APOE ASL ATP6AP1 ATP7B B4GALT1 BAAT CAV3 COG7 COG8 CPT1A CPT2 CYP7B1 DEF6 DNAJC19 DOCK2 EARS2 FHL1 GALT HADHA HADHB HMGCS2 HMOX1 IARS1 KIF12 LARGE1 LIPA LYRM4 MARS1 MOGS MPV17 MRPL3 MRPL44 MRPS2 MYO5B NFS1 NR1H4 NSMCE2 OCRL OTC PEPD PEX14 PEX16 PEX2 PGM1 PIGL POLG2 PRKCD SCO1 SEMA7A SLC22A5 SLC25A13 SLC2A2 SLC37A4 SLC51B SMPD1 SUCLG1 TMEM165 TRMT10C TTC26 TWNK UBR1 UQCRB USP53 VPS13A VPS33B VPS50 WRN XK HP_ELEVATED_CIRCULATING_CALCITONIN_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ELEVATED_CIRCULATING_CALCITONIN_CONCENTRATION CDKN1A CDKN1B CDKN2B CDKN2C DLST FH GNAS KIF1B MAX MDH2 MEN1 NF1 PRKAR1A RET SDHA SDHAF2 SDHB SDHC SDHD SLC25A11 TMEM127 VHL HP_ELEVATED_CIRCULATING_CATECHOLAMINE_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ELEVATED_CIRCULATING_CATECHOLAMINE_LEVEL CCND1 SDHC SDHD SLC25A11 VHL HP_ELEVATED_CIRCULATING_FOLLICLE_STIMULATING_HORMONE_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ELEVATED_CIRCULATING_FOLLICLE_STIMULATING_HORMONE_LEVEL AR BMPR1B BNC1 C14orf39 CBX2 CLPP CNBP CYB5A CYP11A1 CYP17A1 DHX37 DIAPH2 DMRT3 ERCC6 ESR2 FANCM FGD1 FIGLA FKBP6 FOXL2 GATA4 GCNA GDF9 HFM1 KISS1R LHB MAP3K1 MCM8 MCM9 MRPS22 MSH4 MSH5 NR0B1 NR5A1 NSMCE2 POR PPP2R3C PSMC3IP SHOC1 SOHLH1 SOX9 SPIDR SRY STAG3 TP63 VAMP7 WT1 WWOX XRCC2 ZFPM2 ZMYND15 ZSWIM7 HP_ELEVATED_CIRCULATING_GLUTARIC_ACID_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ELEVATED_CIRCULATING_GLUTARIC_ACID_CONCENTRATION DNAJC19 ETFA ETFB ETFDH GCDH SUGCT HP_ELEVATED_CIRCULATING_GROWTH_HORMONE_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ELEVATED_CIRCULATING_GROWTH_HORMONE_CONCENTRATION AIP CDH23 CDKN1A CDKN1B CDKN2B CDKN2C GNAS GPR101 HPGD IGF1 KCNJ11 MEN1 PDE11A PMM2 PRKAR1A SLCO2A1 HP_ELEVATED_CIRCULATING_LONG_CHAIN_FATTY_ACID_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ELEVATED_CIRCULATING_LONG_CHAIN_FATTY_ACID_CONCENTRATION ABCD1 CPT2 PEX1 PEX19 PEX5 HP_ELEVATED_CIRCULATING_LUTEINIZING_HORMONE_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ELEVATED_CIRCULATING_LUTEINIZING_HORMONE_LEVEL AR BMPR1B C14orf39 CLPP CYB5A CYP11A1 CYP17A1 DHX37 DIAPH2 DMRT3 ESR2 FANCM FGD1 FIGLA FOXL2 FSHB GATA4 GCNA GDF9 HFM1 KISS1R MAP3K1 MCM8 MRPS22 MSH4 NR0B1 NR5A1 NSMCE2 POR PPP2R3C PSMC3IP SOHLH1 SOX9 SPIDR SRY STAG3 VAMP7 WT1 WWOX XRCC2 ZFPM2 ZSWIM7 HP_ELEVATED_CIRCULATING_PARATHYROID_HORMONE_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ELEVATED_CIRCULATING_PARATHYROID_HORMONE_LEVEL CASR CDC73 CDKN1B CLDN16 CYP27B1 CYP2R1 CYP3A4 GCM2 GNAS GNAS-AS1 KL MEN1 NF1 PDE4D PHEX PRKAR1A SLC34A1 SOST STX16 VDR HP_ELEVATED_CIRCULATING_THYROID_STIMULATING_HORMONE_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ELEVATED_CIRCULATING_THYROID_STIMULATING_HORMONE_CONCENTRATION ALMS1 CDH23 DCAF17 DUOX2 DUOXA2 GLIS3 GNAS IYD MRPS7 NKX2-1 NKX2-5 PAX8 PDGFRB PLVAP PMM2 PRKAR1A PSMB8 SECISBP2 SLC16A2 SLC25A36 SLC35A2 SLC5A5 SMARCAL1 SMC5 TG THRB TPO TRHR TSHR HP_ELEVATED_CREATINE_KINASE_AFTER_EXERCISE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ELEVATED_CREATINE_KINASE_AFTER_EXERCISE ACAD9 ALDOA AMPD1 AMPD3 CACNA1S CAV3 DNA2 DPM3 LDHA RYR1 SLC25A20 HP_ELEVATED_HEMOGLOBIN_A1C https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ELEVATED_HEMOGLOBIN_A1C ABCC8 APPL1 BLK BLM BSCL2 CEL CELA2A DMXL2 DNAJC3 GCK HNF1A HNF4A INS KCNJ11 KLF11 MTX2 NARS2 NEUROD1 NSMCE2 PAX4 PDX1 SLC5A2 TRMT5 WRN YIPF5 HP_ELEVATED_HEPATIC_TRANSAMINASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ELEVATED_HEPATIC_TRANSAMINASE ABCB11 ABCB4 ABCD1 ABCD3 ABHD5 ACAD9 ACADM ACADVL ACOX1 ACOX2 ACSF3 ACSL5 ADA2 ADAR ADK AGL AGPAT2 AHCY AIFM1 AKR1D1 ALAS2 ALDOA ALDOB ALG11 ALG12 ALG6 ALG8 ALMS1 AMACR AP1B1 AP1S3 APOB APOE ASAH1 ASL ATM ATP6AP1 ATP6AP2 ATP7B ATP8B1 ATRX B4GALT1 BAAT BCAP31 BCAT2 BCS1L BICRA BMP2 BRCA1 BRCA2 BSCL2 C1QBP CALR CAV3 CAVIN1 CBS CC2D2A CCDC115 CD19 CD46 CD81 CDKN2A CEACAM3 CEACAM6 CEP164 CFAP418 CFH CFI CFTR CLCA4 CLPB CNOT1 COG2 COG4 COG5 COG6 COG7 COG8 CORIN COX16 COX5A CPT1A CPT2 CR2 CSPP1 CYC1 CYP7B1 DAXX DCDC2 DCTN4 DDOST DEF6 DGUOK DHDDS DLD DMD DNAJC19 DNAJC21 DOCK2 DOLK DPAGT1 DPM1 DPM2 DPM3 EARS2 EDNRA EFL1 EIF2AK3 ERCC4 ERCC6 ERCC8 F5 FADD FAH FAN1 FARSA FARSB FBP1 FBXL4 FHL1 FLT1 FOCAD FOXP3 G6PC1 GAA GALT GCLC GDF2 GGCX GIMAP5 GLRX5 GNE GNMT GPD1 GPR35 GSTM3 GYS2 HACD1 HADH HADHA HADHB HAMP HELLPAR HFE HJV HLA-B HLA-DQA1 HLA-DQB1 HMGCL HMGCS2 HMOX1 HNF1B HNF4A HPD HSD17B4 HSD3B7 IARS1 ICOS IER3IP1 IFIH1 IFT172 IKZF1 IL18BP IL36RN INPP5E IRF2BP2 JAG1 JAK2 KCNN4 KIAA0586 KIF12 KIF23 KRAS LARGE1 LARS1 LBR LDHA LHX1 LIG3 LIPA LIPT1 LPIN1 LSM11 LYRM4 LYST MARS1 MED12 MICOS13 MICU1 MIF MLIP MOGS MPV17 MRPL3 MRPL44 MRPS16 MRPS2 MRPS28 MS4A1 MST1 MT-CO1 MT-CO3 MTM1 MTTP MTX2 MVK MYH9 MYO5B NBAS NFKB1 NFKB2 NFS1 NGLY1 NOS3 NR1H4 NSMCE2 OBSCN OCLN OCRL OFD1 OTC OTUD5 PALB2 PALLD PCK1 PEPD PEX13 PEX14 PEX16 PEX19 PEX2 PGM1 PHKA2 PHKB PHKG2 PIGL PKHD1 PMM2 PNPLA2 POLD1 POLG POLG2 PPOX PRF1 PRIM1 PRKCD PSMB4 PSMB8 PSMB9 PYGL RABL3 RACGAP1 RAG1 RAG2 RBCK1 RINT1 RNASEH2A RNASEH2B RNASEH2C RNF220 RNU7-1 RPGRIP1L RRM2B SAMHD1 SAR1B SBDS SC5D SCO1 SDHD SEMA4D SEMA7A SERPINA1 SH2B1 SLC11A1 SLC22A5 SLC25A13 SLC25A15 SLC25A20 SLC25A4 SLC26A9 SLC2A2 SLC30A10 SLC35A2 SLC37A4 SLC51A SLC51B SLC6A14 SLC7A7 SLC9A3 SMAD4 SMPD1 SP110 SPTBN1 SRD5A3 SRP54 STAT2 STEAP3 STOX1 STX11 STX1A STXBP2 SUCLG1 TANGO2 TCF4 TFAM TFR2 TGFB1 TKFC TMEM165 TMEM199 TMEM67 TNFRSF13B TNFRSF13C TNFSF12 TP53 TRAPPC11 TREX1 TRMT10C TRMU TTC26 TULP3 TWNK TYMP UBR1 UGT1A1 UNC13D UQCRB UQCRC2 USP18 USP53 VIPAS39 VPS13A VPS33B VPS50 WDR35 WRN XK YARS2 ZNFX1 HP_ELEVATED_LACTATE_PYRUVATE_RATIO https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ELEVATED_LACTATE_PYRUVATE_RATIO BCS1L COQ8A CYC1 GFM1 HS6ST2 IBA57 MDH2 MRPL3 NDUFA10 NDUFA9 NDUFB10 NDUFS4 PDSS1 PRORP SCO2 SDHA SUCLG1 TMEM126B TRMT10C TSFM UQCC3 HP_ELEVATED_MEAN_ARTERIAL_PRESSURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ELEVATED_MEAN_ARTERIAL_PRESSURE ADD1 AGT AGTR1 ATP1B1 CYP3A5 ECE1 GNB3 NOS3 PTGIS RGS5 HP_ELEVATED_RED_CELL_ADENOSINE_DEAMINASE_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ELEVATED_RED_CELL_ADENOSINE_DEAMINASE_LEVEL ADA2 GATA1 HEATR3 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 TSR2 HP_ELEVATED_SERUM_11_DEOXYCORTISOL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ELEVATED_SERUM_11_DEOXYCORTISOL CDKN2A CTNNB1 CYP11B1 CYP11B2 POR PRKAR1A TERT TP53 ZNRF3 HP_ELEVATED_SERUM_ACID_PHOSPHATASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ELEVATED_SERUM_ACID_PHOSPHATASE CA2 CLCN7 LRP5 OCRL PSAP TNFRSF11B HP_ELEVATED_SYSTOLIC_BLOOD_PRESSURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ELEVATED_SYSTOLIC_BLOOD_PRESSURE ADD1 AGT AGTR1 ATP1B1 AVPR2 CORIN CYP3A5 ECE1 FLT1 GNB3 NOS3 PTGIS RGS5 STOX1 HP_ELEVATED_TISSUE_NON_SPECIFIC_ALKALINE_PHOSPHATASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ELEVATED_TISSUE_NON_SPECIFIC_ALKALINE_PHOSPHATASE ABCC6 CCDC115 CTNS CYP27B1 CYP2R1 DMP1 ENPP1 ESR1 GPR35 MST1 NPR2 NPR3 SEMA4D SLC34A1 SLC34A3 TCF4 VCP HP_ELEVATED_TOTAL_SERUM_TRYPTASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ELEVATED_TOTAL_SERUM_TRYPTASE ASXL1 CBL KIT RUNX1 SRSF2 TET2 HP_ELEVATED_TRANSFERRIN_SATURATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ELEVATED_TRANSFERRIN_SATURATION BMP6 FTH1 HAMP HFE HJV PKLR SLC25A38 SLC40A1 STEAP3 TFR2 HP_ELEVATED_URINARY_CARBOXYLIC_ACID https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ELEVATED_URINARY_CARBOXYLIC_ACID ABCD4 ACAD8 ACAD9 ACADM ACADS ACADSB ACADVL ACSF3 ALAD ALDH5A1 ALDH6A1 CA5A CD320 COX16 CPOX CPT1A CPT2 D2HGDH DHTKD1 ETFA ETFB ETFDH ETHE1 FH FOCAD FTCD GATA1 GCDH HADH HCFC1 HGD HLCS HMBS HMGCL HPD HSPD1 IDH1 IDH2 KIF1B L2HGDH LETM1 LMBRD1 MCCC1 MCEE MLYCD MMAA MMAB MMACHC MMADHC MMUT MTR MTRR MVK NDUFB10 NDUFS4 NFU1 OXCT1 PAH PEX14 POLG PPOX PRDX1 RET SCO1 SFXN4 SLC13A3 SLC18A2 SLC22A5 SLC25A1 SLC25A20 SLC52A1 SUCLA2 SUCLG1 SUGCT TAT TCN2 TFAM TRMU UROC1 UROS HP_ELEVATED_URINARY_CATECHOLAMINE_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ELEVATED_URINARY_CATECHOLAMINE_LEVEL ALK CCND1 DBH DLST DNMT3A EPAS1 FH HACE1 KIF1B LIN28B LMO1 MAX MDH2 MYCN NF1 PHOX2B RET SDHA SDHAF2 SDHB SDHC SDHD SLC25A11 SLC6A2 TMEM127 TOP2A VHL HP_ELEVATED_URINARY_DELTA_AMINOLEVULINIC_ACID https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ELEVATED_URINARY_DELTA_AMINOLEVULINIC_ACID ALAD CPOX FAH HMBS PPOX HP_ELEVATED_URINARY_MONOCARBOXYLIC_ACID_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ELEVATED_URINARY_MONOCARBOXYLIC_ACID_LEVEL ACADM ALDH5A1 ALDH6A1 CA5A HGD NDUFB10 OXCT1 HP_ELEVATED_URINARY_NOREPINEPHRINE_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ELEVATED_URINARY_NOREPINEPHRINE_LEVEL DLST DNMT3A EPAS1 FH KIF1B MAX MDH2 NF1 RET SDHA SDHAF2 SDHB SDHC SDHD SLC25A11 SLC6A2 TMEM127 VHL HP_ELFIN_FACIES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ELFIN_FACIES BAZ1B BCL7B BUD23 CLIP2 DNAJC30 EIF4H ELN FARSA FKBP6 GTF2I GTF2IRD1 GTF2IRD2 HEPHL1 INSR LIMK1 METTL27 MLXIPL NCF1 RFC2 STX1A TBL2 TMEM270 VPS37D HP_ELLIPTOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ELLIPTOCYTOSIS ACSL4 AMMECR1 CA2 EPB41 GATA1 GYPC KCNE5 NHLRC2 SLC4A1 SPTA1 SPTB TRNT1 HP_ELONGATED_SUPERIOR_CEREBELLAR_PEDUNCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ELONGATED_SUPERIOR_CEREBELLAR_PEDUNCLE AHI1 ARL3 CLCN3 CSPP1 INPP5E KIAA0586 LAMA1 NPHP1 TMEM216 TMEM67 HP_EMBRYONAL_NEOPLASM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EMBRYONAL_NEOPLASM ALX4 APC APC2 ARID1A ARID1B ARID2 ASXL1 BCL10 BLM BMPER BRCA2 BUB1 BUB1B BUB3 C1S CDC73 CDKN1C CEP57 CHEK2 DHX37 DICER1 DIS3L2 DLK1 DMRT3 DPF2 DZIP1L EXT2 FGFR3 FIBP GATA4 GPC3 GPC4 H19 HDAC4 HRAS IGF2 KCNQ1 KCNQ1OT1 KIT MAD1L1 MAP3K1 MEG3 MNX1 MSH3 NR0B1 NR5A1 NSD1 PALB2 PAX6 PDE11A PHF21A PIK3CA PKHD1 POU6F2 PRKAR1A PTCH1 RB1 REST RTL1 SETBP1 SETD2 SKIC2 SKIC3 SLC22A18 SLC37A4 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SOX11 SOX4 SOX9 SPRED1 SRY STK11 TP53 TRIM28 TRIM37 TRIP13 VAMP7 WT1 WWOX ZFPM2 HP_EMG_ABNORMALITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EMG_ABNORMALITY ABCC9 ABHD5 ACAD9 ACTA1 ACTC1 ACTN2 ADCY6 AGRN AK9 ALDOA ALG14 ALG2 ALS2 ANKRD1 ANO10 ANO5 ANXA11 ARSA ASAH1 ATL1 ATL3 ATP13A2 ATP2A1 ATP7A ATXN3 B3GALNT2 BAG3 BAG5 BIN1 CACNA1D CACNA1S CAP2 CASQ1 CASR CAV3 CDON CEP126 CHAT CHCHD10 CHRNA1 CHRNB1 CHRND CHRNE CLCN1 CNTNAP1 COL12A1 COL13A1 COL25A1 COL6A1 COL6A2 COL6A3 COLQ COQ8A CPLANE1 CPT1C CRPPA CRYAB CSRP3 CYP27A1 DCAF8 DES DHX16 DISP1 DLL1 DMD DMXL2 DNAJB4 DNM2 DNMT3B DOK7 DOLK DPAGT1 DSG2 DSP DUX4 DUX4L1 DYNC1H1 DYSF ELP1 EMD ERGIC1 FBXO38 FGF8 FGFR1 FHL1 FHL2 FKRP FKTN FLNC FOXH1 FRG1 FXR1 GABRA3 GAS1 GATAD1 GBE1 GBF1 GDAP1 GFPT1 GIPC1 GJB1 GLI2 GMPPB GNA11 GNE GYG1 HAND2 HINT1 HNRNPA1 HNRNPA2B1 HSPB1 HSPB3 HSPB8 HSPG2 IBA57 IGHMBP2 JAG2 JPH2 KBTBD13 KCNA1 KCNE3 KCNJ18 KLHL41 KLHL9 KPNA3 LAMA2 LAMA4 LAMB1 LAMB2 LAMP2 LARGE1 LDB3 LGI4 LMNA LMOD2 LRP12 LRP4 MAFB MATR3 MEGF10 MFN2 MPV17 MSTO1 MT-ATP8 MT-ND5 MT-RNR1 MT-TF MT-TH MT-TK MT-TL1 MT-TL2 MT-TN MT-TP MT-TQ MT-TS1 MT-TS2 MTMR14 MUSK MYBPC1 MYBPC3 MYF6 MYH14 MYH6 MYH7 MYL1 MYO9A MYOT MYPN NALCN NEB NEFH NEFL NEXN NODAL NOP56 NOTCH2NLC NR4A2 OAT OPA1 OPTN ORAI1 PDK3 PLA2G6 PLEC PLEKHG5 PLN PLOD1 PMP22 PNPT1 POLG POLG2 POMGNT1 POMT1 POMT2 PPCS PRDM16 PRPS1 PSAP PSEN1 PSEN2 PTCH1 PUS1 RAF1 RAPSN RBM20 RILPL1 RPL3L RRM2B RTN2 RYR1 SAR1B SCN4A SCN5A SCO2 SCYL2 SDHA SEPTIN9 SETX SGCA SGCD SGCG SH3TC2 SHH SIX3 SLC12A6 SLC16A1 SLC18A3 SLC25A1 SLC25A4 SLC33A1 SLC5A7 SMAD4 SMCHD1 SMN1 SMN2 SNAP25 SPEG SPG11 SPG7 SPTLC1 SPTLC2 SQSTM1 STIM1 SUFU SVIL SYNE1 SYNE2 SYT2 TAF1A TAFAZZIN TANGO2 TBCE TBCK TCAP TDGF1 TFG TGIF1 TIA1 TK2 TMEM43 TMPO TNNC1 TNNI3 TNNT1 TNNT2 TNPO3 TPM1 TPM2 TPM3 TPP1 TRIM32 TRIP4 TTN TWNK TXNRD2 UBA1 UBAP1 UNC45B UNC80 VAMP1 VAPB VCL VCP VEZF1 VPS13A VRK1 VWA1 WASHC5 YARS2 ZFR ZIC2 HP_EMG_AXONAL_ABNORMALITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EMG_AXONAL_ABNORMALITY ANO5 ANXA11 ATP13A2 CYP27A1 DNM2 GNE LMNA MTMR14 NR4A2 OPTN PDK3 SETX SGCG SPG11 TFG HP_EMG_CHRONIC_DENERVATION_SIGNS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EMG_CHRONIC_DENERVATION_SIGNS ALS2 ARSA ASAH1 COL25A1 DCAF8 ERGIC1 FBXO38 HINT1 HNRNPA1 HNRNPA2B1 HSPB1 HSPB8 MFN2 MPV17 OPA1 PLA2G6 PRPS1 PSAP SCO2 SCYL2 SH3TC2 SLC12A6 SMN1 SMN2 SPG7 TBCE TBCK VCP HP_EMG_DECREMENTAL_RESPONSE_OF_COMPOUND_MUSCLE_ACTION_POTENTIAL_TO_REPETITIVE_NERVE_STIMULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EMG_DECREMENTAL_RESPONSE_OF_COMPOUND_MUSCLE_ACTION_POTENTIAL_TO_REPETITIVE_NERVE_STIMULATION AGRN AK9 ALG14 ALG2 BIN1 CHAT CHRNA1 CHRNB1 CHRND CHRNE COL13A1 COLQ DOK7 DPAGT1 GFPT1 GMPPB LAMB2 LRP4 MUSK MYL1 NOTCH2NLC RAPSN RYR1 SCN4A SPEG SYT2 TTN VAMP1 HP_EMG_IMPAIRED_NEUROMUSCULAR_TRANSMISSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EMG_IMPAIRED_NEUROMUSCULAR_TRANSMISSION AGRN AK9 ALG14 ALG2 BIN1 CACNA1D CHAT CHRNA1 CHRNB1 CHRND CHRNE COL13A1 COLQ DOK7 DPAGT1 GFPT1 GMPPB LAMB2 LRP4 MUSK MYL1 MYO9A NOTCH2NLC OPA1 RAPSN RYR1 SCN4A SLC18A3 SLC25A1 SLC5A7 SNAP25 SPEG SYT2 TTN VAMP1 HP_EMG_MYOPATHIC_ABNORMALITIES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EMG_MYOPATHIC_ABNORMALITIES ABHD5 ACAD9 ACTA1 AGRN AK9 ALDOA ANO5 BAG3 BIN1 CASQ1 CAV3 CDON CHAT CHCHD10 CHRNA1 CHRNB1 CHRND CHRNE COL12A1 COL13A1 COL6A1 COL6A2 COL6A3 CRPPA CRYAB DES DHX16 DISP1 DLL1 DNAJB4 DNM2 DOK7 DYSF EMD FGF8 FGFR1 FHL1 FKRP FKTN FLNC FOXH1 FXR1 GAS1 GIPC1 GLI2 GNE GYG1 HNRNPA1 HNRNPA2B1 JAG2 KBTBD13 KLHL41 KLHL9 LAMP2 LARGE1 LDB3 LMNA LRP12 LRP4 MEGF10 MSTO1 MTMR14 MUSK MYBPC1 MYF6 MYH14 MYH7 MYO9A MYOT MYPN NALCN NEB NEFL NODAL ORAI1 PLEC PLOD1 POLG POLG2 POMT1 PTCH1 RAPSN RILPL1 RRM2B RYR1 SAR1B SCN4A SGCA SGCG SHH SIX3 SLC18A3 SLC25A1 SLC25A4 SLC5A7 SNAP25 SQSTM1 STIM1 SUFU SVIL SYNE1 SYNE2 SYT2 TANGO2 TDGF1 TGIF1 TIA1 TK2 TMEM43 TNNT1 TNPO3 TPM2 TPM3 TRIM32 TRIP4 TTN TWNK UNC45B UNC80 VAMP1 VCP VWA1 ZIC2 HP_EMG_MYOTONIC_DISCHARGES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EMG_MYOTONIC_DISCHARGES ATP2A1 DNM2 GNE HSPG2 LRP12 MTMR14 SCN4A SGCG HP_EMG_NEUROPATHIC_CHANGES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EMG_NEUROPATHIC_CHANGES ACTA1 ALS2 ANO5 ARSA ASAH1 ATP7A CHCHD10 COL25A1 DCAF8 DYNC1H1 ERGIC1 FBXO38 GBF1 GDAP1 GJB1 HINT1 HNRNPA1 HNRNPA2B1 HSPB1 HSPB3 HSPB8 IBA57 IGHMBP2 LDB3 MFN2 MPV17 MYH7 NEB NEFH NOP56 OPA1 PLA2G6 PLEKHG5 PMP22 PNPT1 PRPS1 PSAP SCO2 SCYL2 SH3TC2 SLC12A6 SMN1 SMN2 SPG11 SPG7 SYNE1 TBCE TBCK TPP1 UBA1 VAPB VCP VPS13A VRK1 HP_EMG_POSITIVE_SHARP_WAVES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EMG_POSITIVE_SHARP_WAVES ANXA11 DNM2 GNE MTMR14 NR4A2 OPTN SETX SGCG TFG HP_EMG_SLOW_MOTOR_CONDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EMG_SLOW_MOTOR_CONDUCTION ATL1 ATL3 DMXL2 SPTLC1 SPTLC2 HP_EMOTIONAL_LABILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EMOTIONAL_LABILITY AIP AKT1 ANG ANXA11 ARMC5 ARSA ATP1A2 ATP1A3 ATRX ATXN2 B4GALNT1 BAP1 BCS1L BPTF BRAF BSND C19orf12 CACNA1A CASR CCNF CDH23 CFAP410 CHCHD10 CHMP2B CLCNKA CLCNKB CLTRN CREBBP CTSF CUL4B DAO DCTN1 DDC DEAF1 DGCR2 DGCR6 DGCR8 EIF2B1 ELP1 EP300 EPHA4 EPM2A ERBB4 ESS2 FIG4 FMO3 FTL FUS GABRG2 GALC GLE1 GLT8D1 GNA11 GNAS GRIK2 GRIN2A HDAC8 HLA-DQB1 HLA-DRB1 HNRNPA1 HTRA1 LAS1L LEPR MAPK8IP3 MATR3 MECP2 MED12 MIR17HG MTPAP NAGS NEFH NEK1 NF2 NHLRC1 NOTCH3 NR3C1 NTRK1 OPTN PANK2 PDCD1 PDCD6IP PDE11A PDGFB PFN1 PGK1 PIK3CA PLA2G6 POLG PON1 PON2 PON3 PPARGC1A PRKACA PRKAR1A PRNP PRPH PSAP PSMD12 RFX7 RNF125 RNF168 SARDH SATB2 SLC1A3 SLC39A4 SLC6A17 SLC6A19 SMARCB1 SMARCE1 SMO SNORD118 SOD1 SPART SPG11 SPTBN1 SQSTM1 SRPX2 SUFU TAF15 TARDBP TBK1 TBX1 TDO2 TERT TNIK TP53 TRAF7 TREM2 TUBB3 TWNK UBQLN2 UNC13A USP48 USP8 VAPB VCP VPS13A ZFYVE26 HP_EMPHYSEMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EMPHYSEMA ABCA3 ALDH18A1 APC2 ATP6V0A2 ATP6V1A ATP6V1E1 BTNL2 CARD10 CD19 CD81 CDT1 CFTR COL3A1 CR2 DNASE1L3 DYNC2LI1 EFEMP2 ELN EVC EVC2 FARSB FBLN5 FBN1 FLCN GLA GLI1 GMNN HLA-DRB1 ICOS IPO8 IRF2BP2 LMNA LTBP1 LTBP4 MGP MS4A1 NAF1 NDUFAF6 NFKB1 NFKB2 NSD1 ORC1 PI4KA PRKACA PRKACB PRKCD RHOH SCNN1A SCNN1B SCNN1G SERPINA1 SETD2 SON SPINK5 TAP1 TAP2 TAPBP TGFB2 TNFRSF13B TNFRSF13C TNFSF12 TSC1 TSC2 HP_ENAMEL_HYPOMINERALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ENAMEL_HYPOMINERALIZATION AMTN DIAPH1 DLX3 ENAM GPR68 KLK4 ODAPH PHEX RELT WDR72 HP_ENAMEL_HYPOPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ENAMEL_HYPOPLASIA AARS1 ACP4 AIRE ALDH3A2 AMBN AMELX ATR AXIN2 CARS1 CEP152 CHD3 CLDN1 COG6 COL17A1 COL7A1 CREBBP CTBP1 CTSK CYP27B1 CYP2R1 DDX59 DLX3 DNAJC21 EDA EDARADD EP300 ERCC1 ERCC2 ERCC3 ERCC4 ERCC6 ERCC8 FAM20C FBXO28 FGF10 FGFR1 FGFR2 FGFR3 FLNB GALNT3 GJA1 GNAS GNB2 GRHL2 GTF2E2 GTF2H5 HLA-DQA1 HLA-DQB1 IFT122 IRF6 IRX5 ITGA6 ITGB4 ITGB6 KCNJ2 KRT14 KRT5 LAMA3 LAMB3 LAMC2 LMX1B LONP1 LRP4 LRP6 MMP1 MPLKIP MSX1 NECTIN4 NF1 NUP133 OCRL ODAPH OFD1 PAK2 PAX9 PCNT PEX1 PGAP1 PIK3C2A PLEC PORCN PTDSS1 RHOA RNF113A ROGDI RUNX2 SATB1 SCUBE3 SLC10A7 SLC35A2 SMARCA2 SMOC2 SP6 STX16 SUMO1 TARS1 TGFA TP63 TRIM37 TTC7A VDR WNT10A WNT10B HP_ENCEPHALOMALACIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ENCEPHALOMALACIA ABCC6 ALX4 ANGPTL6 COL3A1 DNMT3A ENG ENPP1 MICU1 MSX2 TGFBR3 THSD1 ZNFX1 HP_ENCEPHALOPATHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ENCEPHALOPATHY AARS1 ACAD9 ACADS ACOX1 ACSF3 ACTL6B ACY1 ADAM22 AFF3 ALDH4A1 ALG9 ALMS1 AMACR AMT AP2M1 AP3B2 ARHGEF9 ARV1 ARX ASNS ATAD1 ATAD3A ATG7 ATP1A2 ATP1A3 ATP5F1A ATP5F1D ATP5F1E ATP5MK ATP6V1A ATPAF1 ATPAF2 BCS1L BOLA3 BSCL2 CA5A CACNA1A CACNA1B CACNA1E CACNA2D1 CACNA2D2 CAD CARS2 CCDC88A CDK19 CDKL5 CELF2 CHD2 CHKA CLCN4 CLCNKB CLP1 CLPB CLTC CNKSR2 CNPY3 COG8 COQ2 COQ4 COQ5 COQ9 COX15 COX16 CPLX1 CPT1A CPT2 CRLS1 CUX2 CYC1 CYFIP2 D2HGDH DALRD3 DCX DENND5A DGUOK DHDDS DLD DNM1 DNM1L DOCK7 DPAGT1 DPM1 DPM2 EEF1A2 EIF2AK3 ETHE1 FADD FBLN1 FBXL4 FBXO28 FCSK FGF12 FGF13 FOCAD FOXRED1 FRRS1L FZR1 GABBR2 GABRA1 GABRA2 GABRA5 GABRB1 GABRB2 GABRB3 GABRG2 GALC GALT GBA1 GCDH GLDC GLS GLUL GLYCTK GNAO1 GPR35 GPT2 GRIK2 GRIN1 GRIN2A GRIN2B GRIN2D GUF1 HADH HCN1 HECW2 HIBCH HMGCL HNRNPR HNRNPU HSD17B10 HTRA1 IBA57 ITPA KCNA2 KCNB1 KCNC2 KCNQ2 KCNQ5 KCNT1 KCNT2 KMT2E KYNU LIAS LIPT2 LRPPRC LYRM7 MAPK10 MAST3 MDH1 MDH2 MECP2 MEF2C MMACHC MPC1 MST1 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TC MT-TF MT-TH MT-TK MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTHFR MYRF NADK2 NAGS NAPB NAXD NAXE NBAS NDUFA1 NDUFA11 NDUFA2 NDUFA6 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB9 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NECAP1 NEUROD2 NEXMIF NOTCH3 NRXN1 NSF NTRK2 NUBPL NUS1 PACS2 PAFAH1B1 PARS2 PCCA PCCB PCK1 PHACTR1 PIGA PIGP PLCB1 PMPCB PNPO PNPT1 POLG PPP3CA PRNP PSAP PTPN23 RANBP2 RINT1 RNASEH2B RNASEH2C RNF13 ROGDI RYR1 SCN1A SCN1B SCN2A SCN3A SCN8A SEMA4D SERAC1 SERPINI1 SH2D1A SIK1 SLC12A3 SLC13A5 SLC19A3 SLC1A2 SLC22A5 SLC25A1 SLC25A12 SLC25A13 SLC25A15 SLC25A20 SLC25A22 SLC2A1 SLC35A1 SLC35A2 SLC38A3 SLC52A3 SLC6A1 SLC6A9 SMARCAL1 SMC5 SPTAN1 SQOR ST3GAL3 STAG1 STAT2 STXBP1 SUCLA2 SUCLG1 SYNGAP1 SYNJ1 SZT2 TBC1D24 TBCD TBCE TBCK TCF4 TGFB1 TH TIMM50 TIMMDC1 TK2 TMEM126B TMEM70 TPK1 TRAF3 TRAK1 TRAPPC12 TREX1 TRIT1 TSEN54 TSFM TSPOAP1 TUFM TULP3 TWNK UBA5 UGDH UGT1A1 UNC80 WDR45 WWOX XIAP YWHAG ZNF668 ZNFX1 ZNHIT3 HP_ENCHONDROMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ENCHONDROMA ACP5 ADAR COL2A1 IDH1 IDH2 IFIH1 LSM11 MAD1L1 PDE11A POLR1B POLR1C POLR1D PRKAR1A PTH1R PTPN11 RNASEH2A RNASEH2B RNASEH2C RNU7-1 SAMHD1 TCOF1 TREX1 HP_ENDOCARDIAL_FIBROELASTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ENDOCARDIAL_FIBROELASTOSIS ACTN2 ALPK3 CSRP3 GJA5 IDUA MCM10 SLC22A5 TAFAZZIN HP_ENDOCARDIAL_FIBROSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ENDOCARDIAL_FIBROSIS ACTN2 LDB3 MYL3 PDGFRA SP110 VCL HP_ENDOCARDITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ENDOCARDITIS C4A CCR1 ERAP1 FAS GBA1 HLA-B IFNGR1 IL10 IL12A IL12A-AS1 IL23R KLRC4 MEFV PRKAR1A STAT4 TLR4 UBAC2 HP_ENLARGED_CEREBELLUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ENLARGED_CEREBELLUM BICRA FGFR3 HRAS KDM1A PDCD6IP PTEN ZEB2 HP_ENLARGED_CISTERNA_MAGNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ENLARGED_CISTERNA_MAGNA ACADVL AFF3 ALDH18A1 ALDH7A1 APC2 BANF1 BRF1 CDH2 CLP1 CNOT3 COG1 CPLANE1 CSF1R CSPP1 CTU2 DPH5 EDEM3 EXOSC8 FAR1 FBXO28 FLNB FOXC1 IL6ST KATNB1 KIAA0586 MAN2B1 MAPKAPK5 NDUFC2 NEK8 NSD1 OFD1 OPHN1 PACS2 PIGU PITX1 PLCH1 PLPBP PMM2 PMPCA POGZ POLR2A POMK POMT1 PRX RAB18 RAC1 RNU12 SETD2 SH2B1 SH3PXD2B SLC31A1 SLC35A2 SLC5A6 SUFU TIMMDC1 VPS51 VRK1 HP_ENLARGED_EPIPHYSES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ENLARGED_EPIPHYSES CCN6 CKAP2L CLCN5 COG4 COL10A1 COL11A2 COL2A1 CYP27B1 CYP2R1 GDF5 NKX3-2 PIK3R1 SLC34A3 TRAPPC2 VDR HP_ENLARGED_INTERPHALANGEAL_JOINTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ENLARGED_INTERPHALANGEAL_JOINTS CCN6 COL2A1 HOXD13 KAT6A MATN3 RAB33B HP_ENLARGED_JOINTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ENLARGED_JOINTS CCN6 CHST3 COL11A2 COL2A1 HOXD13 KAT6A KIF7 LIFR MATN3 RAB33B SMARCA2 SRCAP TRPV4 HP_ENLARGED_KIDNEY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ENLARGED_KIDNEY ADNP ALG5 ALG9 ANKS6 BICC1 BMPER CD81 CDKN1C CILK1 CPT2 DICER1 DNAJB11 DYNC2H1 DZIP1L FAH FANCB FIBP G6PC1 GANAB GNPTAB GPC3 GPC4 IFT140 IGF2 INSR INVS KCNQ1 KCNQ1OT1 MYRF NAA10 NEK8 NPHP3 PIK3CA PKD1 PKD2 PKHD1 PRKAG2 SAA1 SLC29A3 SLC37A4 TCTN2 TRPV6 TULP3 VPS33A VPS45 WT1 ZIC3 HP_ENLARGED_METAPHYSES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ENLARGED_METAPHYSES B3GAT3 CHST3 COL2A1 EXTL3 RNU4ATAC RPL13 TRAPPC2 HP_ENLARGED_NARIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ENLARGED_NARIS DDR2 MKS1 NAA10 NALCN NSD1 UNC80 HP_ENLARGED_OVARIES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ENLARGED_OVARIES AKT1 CYB5A CYP17A1 CYP19A1 ESR1 FSHR INSR KLLN MID1 PIK3CA POR PTEN SDHB SDHC SDHD SEC23B STK11 USF3 HP_ENLARGED_POSTERIOR_FOSSA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ENLARGED_POSTERIOR_FOSSA ABCC9 ACADVL AFF3 ALDH18A1 ALDH7A1 ALG3 AP1S2 APC2 ARID1A ARID1B ARID2 ARMC9 ASXL1 ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 B3GALNT2 B4GALT1 B4GAT1 B9D1 B9D2 BANF1 BCOR BLTP1 BRF1 BUB1 BUB1B BUB3 C2CD3 CAMSAP1 CC2D2A CCDC22 CDC42 CDH2 CDKN1C CEP120 CEP290 CEP57 CHD7 CLP1 CNOT3 COG1 COL4A1 CPLANE1 CPT2 CRPPA CSF1R CSPP1 CTU2 DAG1 DDX3X DENND5A DHCR7 DOK7 DPF2 DPH1 DPH2 DPH5 DPYSL5 DYNC2H1 DYNC2I1 DYNC2I2 EBP EDEM3 ESCO2 EVC EVC2 EXOSC8 FAR1 FBXO28 FGFR1 FKRP FKTN FLNB FLVCR2 FOXC1 FTO GJB2 GJB6 GLI3 GPC3 GPC4 GTPBP2 HRAS HYLS1 IFT80 IGF2 IL6ST KATNB1 KCNQ1 KCNQ1OT1 KIAA0586 KIF21A KIF5A KIF7 KRAS LARGE1 MAB21L1 MAN2B1 MAPKAPK5 MBD5 MID1 MKS1 MTM1 MUSK MYOD1 NDUFC2 NEK8 NPHP3 NRAS NSD1 NUP88 OFD1 OPHN1 PACS2 PGAP2 PHGDH PIEZO2 PIGN PIGU PITX1 PLCH1 PLG PLPBP PMM2 PMPCA POGZ POLR2A POLR3A POMGNT1 POMGNT2 POMK POMT1 POMT2 PPP1CB PRX RAB18 RAC1 RAPSN RNF113A RNU12 RPGRIP1 RPGRIP1L RXYLT1 SEMA3E SETD2 SH2B1 SH3PXD2B SLC18A3 SLC31A1 SLC35A2 SLC5A6 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMG9 SOX11 SOX4 SUFU TBC1D24 TCTN1 TCTN2 TCTN3 TIMMDC1 TMEM107 TMEM138 TMEM216 TMEM231 TMEM237 TMEM67 TRIP13 TUBA1A TUBB TUBB2A TXNDC15 USP9X VPS35L VPS51 VRK1 WASHC5 WDR35 WDR73 WDR81 ZIC1 HP_ENLARGED_SYLVIAN_CISTERN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ENLARGED_SYLVIAN_CISTERN ADGRG1 PGAP1 RAB3GAP1 RAB3GAP2 SPATA5L1 HP_ENLARGED_THORAX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ENLARGED_THORAX ACAN ACP5 BCOR BMP1 BMPER BRAF CBL CCDC8 CHST3 CILK1 COL13A1 COL2A1 CUL7 DYM EIF2AK3 FBN1 FUCA1 GATA4 GPKOW GUSB HRAS IDH1 INTU KAT6A KDELR2 KRAS LBR LMNA LRP5 LZTR1 MAP2K1 MAPK1 MRAS MYH3 NAA10 NRAS OBSL1 P3H1 PCGF2 POP1 PRKACA PRKACB PTPN11 RAB33B RAB5IF RAF1 RASA2 RIT1 RMRP RRAS RRAS2 SOS1 SOS2 SPRED2 SRCAP TNFRSF11B TRAPPC2 TRIP11 TRPV4 VPS33A WNT4 WNT7A XYLT2 ZMPSTE24 HP_ENLARGED_TONSILS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ENLARGED_TONSILS AKT2 CA2 CD40LG IDS IDUA IL2RA PIK3R1 HP_ENLARGED_VESTIBULAR_AQUEDUCT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ENLARGED_VESTIBULAR_AQUEDUCT EYA1 FOXI1 HRAS KCNJ10 MAP3K7 PI4KB SIX1 SLC26A4 HP_ENLARGEMENT_OF_THE_ANKLES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ENLARGEMENT_OF_THE_ANKLES CLCN5 CYP27B1 CYP2R1 IDH1 SLC34A3 VDR HP_ENLARGEMENT_OF_THE_COSTOCHONDRAL_JUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ENLARGEMENT_OF_THE_COSTOCHONDRAL_JUNCTION CYP27B1 CYP2R1 DNAJC21 DYM NOG PHEX PRKG2 SBDS SLC34A3 SRP54 HP_ENLARGEMENT_OF_THE_WRISTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ENLARGEMENT_OF_THE_WRISTS AIFM1 CLCN5 CYP27B1 CYP2R1 DMP1 ENPP1 SLC34A3 VDR HP_ENTEROCOLITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ENTEROCOLITIS ACADVL DEF6 ELANE FCN3 FH IL10RA IL10RB MYH11 NLRC4 OPLAH PIGY PIK3CG PLCG2 RET SLC37A4 STAT1 TOM1 TTC7A HP_ENTHESITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ENTHESITIS ANKRD55 CD247 DMP1 ENPP1 HLA-B IL2RA IL2RB PHEX PTPN2 PTPN22 STAT4 HP_ENTRAPMENT_NEUROPATHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ENTRAPMENT_NEUROPATHY ARSB B2M CA2 COMP GNAS GNPTAB GSN IDS IDUA SH3TC2 TTR HP_ENTROPION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ENTROPION ALDH1A3 ATP6V1A ATP6V1E1 DDB2 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 GMNN HLA-B IKZF1 LMNA POLH POLR3A PPP2R1A TP63 XPA XPC ZMPSTE24 HP_ENURESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ENURESIS ADNP AGXT AQP2 AVPR2 BMP1 BNC2 CLCNKB DLG3 DMPK DPH1 DPH2 ELN FA2H FAM20A FOXP1 FOXP2 HPSE2 KCNJ10 KY LRIG2 MLXIPL NPHP3 POLRMT PRKAR1B RNF125 RNF168 SLC12A3 SLC25A13 SLC5A2 SMARCA2 ZMYM2 HP_ENURESIS_NOCTURNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ENURESIS_NOCTURNA ADNP AQP2 AVPR2 BMP1 BNC2 FA2H FOXP2 KY PRKAR1B RNF168 SLC5A2 HP_EOSINOPHILIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EOSINOPHILIA ADA ASXL1 BCL11B BTNL2 CAPN3 CARD11 CARD9 CASP10 CD247 CD3D CD3E CDSN CHD7 CLPB DCLRE1C DOCK8 ELANE EXTL3 FAS FASLG FOXP3 GFI1 HLA-DRB1 IKBKG IL2RG IL6ST IL7R IPO8 IRF8 JAK1 KIT LIG4 NLRP1 NLRP3 PDGFRA PDGFRB PGM3 PIK3CG PRKCD RAG1 RAG2 RASGRP1 RBM8A RMRP RNU4ATAC SLC27A4 SLC46A1 SPINK5 SREBF1 SRP19 SRP54 SRSF2 STAT3 TBX21 TCIRG1 TET2 TRAC WAS ZAP70 ZNF341 HP_EOSINOPHILIC_INFILTRATION_OF_THE_ESOPHAGUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EOSINOPHILIC_INFILTRATION_OF_THE_ESOPHAGUS DOCK8 DSG1 SMAD3 TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 HP_EPENDYMOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EPENDYMOMA APC CDKN1A CDKN1B CDKN2A CDKN2B CDKN2C CHEK2 ERBB2 IDH1 IFNG MDM2 MEN1 MLH1 NF2 RELA SETBP1 TP53 TSC1 TSC2 ZFTA HP_EPIBLEPHARON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EPIBLEPHARON KAT5 MTHFS NCAPG2 TWIST2 YY1 HP_EPICANTHUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EPICANTHUS AARS1 ABCA5 ABCC9 ACOX1 ACTB ACTG1 ADA2 ADAMTS2 ADAMTS3 ADAMTSL2 ADAT3 ADNP AFF2 AGO1 AGO2 AHI1 ALDH6A1 ALDOA ALG12 ALG2 ALG3 ALG9 ALX1 ALX3 ALX4 AMER1 ANGPT2 ANK1 ANTXR1 AP1G1 AP3B1 ARID1B ARID2 ARVCF ASXL1 ASXL2 ASXL3 ATN1 ATP6V0A2 ATP6V1B2 ATP9A ATRX AUTS2 B4GALT7 B9D2 BAZ1B BCAS3 BCL11A BCL11B BCL7B BICRA BLNK BMP2 BMPER BPTF BRAF BRAT1 BRCA1 BRCA2 BRIP1 BUB1 BUB1B BUB3 BUD23 C12orf4 CAMK2A CARS1 CASK CASZ1 CBL CCBE1 CCDC47 CCDC88A CD79A CD79B CD96 CDC42BPB CDCA7 CDK10 CDK13 CEP57 CERT1 CHAMP1 CHD3 CHD4 CHD5 CHD7 CHD8 CHRNA1 CHRNA7 CHRND CHRNG CLCN3 CLCN7 CLIP2 CNOT1 CNTNAP1 COA3 COG6 COG8 COL11A1 COL18A1 COL1A1 COL1A2 COL25A1 COL3A1 COL5A1 COL5A2 COLEC10 COLEC11 COMT COQ4 CPLANE1 CPLX1 CREBBP CSF1R CSNK2A1 CSPP1 CTBP1 CTCF CTNND2 CUL4B DCHS1 DDB1 DDR2 DDX11 DDX6 DEAF1 DHCR24 DHCR7 DHX16 DHX30 DIS3L2 DLK1 DLX4 DMXL2 DNAJC21 DNAJC30 DNMT3A DNMT3B DOCK3 DPF2 DPH1 DPH2 DPH5 DVL1 DVL3 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 EBF3 EDEM3 EED EEF1A2 EFTUD2 EIF4H EIF5A ELN EP300 EPG5 ERCC2 ERCC3 ERCC4 EXOSC9 EXT2 EZH2 FAM149B1 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAT4 FBXL4 FDFT1 FGD1 FGF10 FGF20 FGFR1 FGFR2 FGFR3 FGFRL1 FIBP FIG4 FKBP14 FKBP6 FLI1 FLNA FLT4 FOCAD FOXG1 FOXL2 FOXP2 FZD2 GABRD GATA1 GATA2 GATA4 GATAD2B GDF11 GFRA1 GJA1 GJA5 GJA8 GJC2 GLIS3 GNE GNPTAB GP1BB GPC3 GPC4 GPC6 GPT2 GREB1L GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GUSB H3-3A H4C5 HBA1 HBA2 HEATR3 HECW2 HELLS HIBCH HIC1 HIRA HK1 HNRNPH2 HNRNPU HOXB1 HRAS HS2ST1 HSD17B4 HSPG2 HUWE1 IFT122 IFT140 IFT43 IFT52 IFT80 IGHM IGLL1 INPP5E INTS1 ITGA8 JARID2 JMJD1C KANSL1 KAT6A KAT6B KAT8 KCNAB2 KCNH1 KCNJ8 KCTD1 KDM6A KDM6B KIAA0586 KIAA0753 KIF11 KIF1A KIF7 KMT2A KMT2B KMT2D KMT5B KRAS LETM1 LIG4 LIMK1 LMBRD1 LONP1 LRRC8A LUZP1 LZTR1 MAB21L2 MACF1 MAD2L2 MADD MAN1B1 MAN2B1 MAP1B MAP2K1 MAP2K2 MAP3K7 MAPK1 MAPRE2 MARS1 MASP1 MECP2 MED12 MED13L MED25 MEG3 MEGF8 METTL27 MICU1 MINPP1 MKS1 MLXIPL MMP23B MPC1 MPLKIP MRPL12 MSL3 MTSS2 MYCN MYH3 MYMK MYMX NAA10 NAA20 NALCN NANS NBAS NBN NCDN NCF1 NDST1 NELFA NF1 NFIX NONO NOTCH2 NOTCH3 NR2F1 NRAS NSD2 NSDHL NSUN2 NUP188 NXN OFD1 OSGEP PAFAH1B1 PAH PAK2 PALB2 PBX1 PCDHGC4 PDE4D PDE6D PDHX PDPN PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PGAP2 PGAP3 PGM2L1 PHF21A PHIP PIEZO1 PIEZO2 PIGG PIGL PIGN PIGO PIGU PIGV PIGW PIGY PIK3C2A PIK3CA PIK3R1 PLOD1 PLXND1 PMM2 PNPLA6 POLRMT POU3F3 PPP1CB PPP1R12A PPP1R15B PPP1R21 PPP2CA PPP2R3C PQBP1 PRDM13 PRDM16 PREPL PRKAR1A PRKAR1B PRKCZ PRMT7 PRORP PRPS1 PTCH1 PTCH2 PTEN PTPN11 PUF60 PURA PUS7 QARS1 RAB23 RAB3GAP2 RAD51 RAD51C RAF1 RALA RB1 RECQL4 RERE RET REV3L RFC2 RFWD3 RFX7 RHOBTB2 RIC1 RIN2 RIT1 RMRP RNF113A ROR2 RPL10 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS23 RPS24 RPS26 RPS27 RPS28 RPS29 RPS6KA3 RPS7 RREB1 RSPRY1 RTL1 RYR1 RYR3 SALL4 SC5D SCN4A SCNM1 SEC24C SEMA3E SEMA5A SEPTIN9 SETD1A SHANK3 SHOC2 SHROOM4 SIAH1 SIN3A SIX2 SKI SLC17A5 SLC25A24 SLC26A2 SLC35A2 SLC39A7 SLC3A1 SLX4 SMARCA2 SMC5 SMPD4 SNRPB SNX14 SON SOS1 SOX18 SOX4 SOX5 SOX9 SPART SPEN SPI1 SPOP SPRED1 SPRED2 SRCAP SRY STAG2 STX1A SUFU SUPT16H SVBP SYT1 TAF1 TARS1 TASP1 TBC1D24 TBCK TBL2 TBX1 TBX2 TBX22 TBX4 TCF20 TCF3 TCTN3 TFE3 THOC6 THUMPD1 TLK2 TMCO1 TMEM147 TMEM216 TMEM237 TMEM270 TMEM53 TOE1 TONSL TOPORS TPRKB TRAF7 TRAPPC9 TRIO TRIP12 TRIP13 TRMT10A TRRAP TSR2 TUBB TUBB3 TWIST1 TWIST2 UBE2T UBE3A UBE3B UBE4B UFC1 UFD1 UGDH UGP2 UNC80 UQCC2 VDR VPS33A VPS37D VPS51 VPS53 WAC WDR19 WDR35 WDR37 WDR4 WDR73 WNT5A WNT7A WNT9B WT1 WWOX XRCC2 XRCC4 XYLT1 YARS1 YWHAE ZBTB18 ZBTB20 ZBTB24 ZEB2 ZFHX4 ZMIZ1 ZMYM2 ZNF148 ZNF292 ZNF407 ZNF462 ZNF469 ZNHIT3 HP_EPICANTHUS_INVERSUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EPICANTHUS_INVERSUS CDC42BPB COL25A1 COLEC10 COLEC11 CSNK2A1 DDB1 EBF3 FOXL2 HUWE1 KAT6B MASP1 MKS1 PEX6 PPP1R12A SIX2 ZFHX4 HP_EPIDERMAL_ACANTHOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EPIDERMAL_ACANTHOSIS AAGAB AKT1 ALOX12B ALOXE3 ATP2A2 CARD14 CAST CDSN CERS3 CIB1 CLDN1 COL14A1 CSTA CYP4F22 DSC3 DSG1 DSP EGFR ELOVL1 ENPP1 EXPH5 GJA1 GJB2 GJB3 GJB6 GRHL2 IL1RN IL36RN JUP KDSR KRT1 KRT13 KRT16 KRT6C KRT74 KRT9 LIPN LORICRIN MBTPS2 NIPAL4 NLRP1 NSDHL PERP POGLUT1 SERPINB7 SERPINB8 SLC27A4 SLURP1 SMARCAD1 TGM1 WNT10A ZNF750 HP_EPIDERMAL_HYPERKERATOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EPIDERMAL_HYPERKERATOSIS BRAF ELOVL4 GJA1 KRT1 KRT16 KRT9 LMNA SOX18 ZMPSTE24 HP_EPIDERMAL_NEVUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EPIDERMAL_NEVUS AKT1 BRAF HRAS KRAS LEMD3 NEK9 NRAS NSDHL PIK3CA PTEN SMO XPA HP_EPIDERMOID_CYST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EPIDERMOID_CYST ANTXR1 APC CDH1 CEP57 CTNND1 IFNG KRT16 KRT17 KRT5 KRT6A KRT6B POFUT1 POGLUT1 PSENEN TSC1 TSC2 HP_EPIDIDYMITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EPIDIDYMITIS BTK IGHG2 IGKC PSMB8 UNG HP_EPIDURAL_HEMORRHAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EPIDURAL_HEMORRHAGE F8 FGA FGB FGG IPO8 SERPINE1 HP_EPIGASTRIC_PAIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EPIGASTRIC_PAIN ALMS1 CD46 CFH CFI CTNNB1 CTRC HELLPAR MET SPINK1 HP_EPILEPSIA_PARTIALIS_CONTINUA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EPILEPSIA_PARTIALIS_CONTINUA COQ8A GABRA1 GABRG2 MRM2 PCDH19 POLG SCN1A SCN1B SCN2A SCN9A TWNK HP_EPILEPTIC_AURA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EPILEPTIC_AURA ADGRG1 ATP1A2 CACNA1A CNTN2 DEPDC5 EPM2A GAL KCNA1 LGI1 MICAL1 NHLRC1 NPRL2 NPRL3 PCDH19 PDE2A PI4KA PRRT2 RELN SCN1A SCN8A SRPX2 TREX1 HP_EPILEPTIC_ENCEPHALOPATHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EPILEPTIC_ENCEPHALOPATHY AARS1 ADAM22 AFF3 ALG9 AP2M1 AP3B2 ARHGEF9 ARV1 ARX ATP6V1A BOLA3 CACNA1A CACNA1B CACNA1E CACNA2D2 CAD CARS2 CDKL5 CELF2 CHD2 CHKA CLCN4 CNPY3 COQ4 CPLX1 CRLS1 CUX2 CYFIP2 DCX DENND5A DHDDS DNM1 DNM1L DOCK7 DPAGT1 DPM2 EEF1A2 FCSK FGF12 FRRS1L GABBR2 GABRA1 GABRB1 GABRB2 GABRB3 GABRG2 GLS GNAO1 GRIN1 GRIN2A GRIN2B GRIN2D GUF1 HCN1 HNRNPR HNRNPU KCNA2 KCNB1 KCNC2 KCNQ2 KCNQ5 KCNT1 KCNT2 KMT2E MAST3 MDH1 MDH2 MEF2C NAPB NECAP1 NEUROD2 NEXMIF NRXN1 NSF NTRK2 NUS1 PACS2 PAFAH1B1 PARS2 PHACTR1 PIGA PIGP PLCB1 PMPCB PNPO PPP3CA RNF13 ROGDI SCN1A SCN1B SCN2A SCN3A SCN8A SIK1 SLC13A5 SLC1A2 SLC25A12 SLC25A22 SLC2A1 SLC35A2 SLC38A3 SLC6A1 SPTAN1 ST3GAL3 STAG1 STXBP1 SYNGAP1 SYNJ1 SZT2 TBC1D24 TRIT1 TWNK UBA5 UGDH WWOX ZNF668 HP_EPILEPTIC_SPASM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EPILEPTIC_SPASM ACTL6B ADGRG1 AKT3 ALDH7A1 ALG13 ALG14 ALG2 AP2M1 APC2 ARFGEF1 ARX ASAH1 ASPA ATAD1 ATP1A3 ATP2B1 ATP6V0A1 ATP6V1A ATP7A BTD CACNA1B CASK CDC40 CDH2 CDK19 CDKL5 CELF2 CEP85L CHD2 CHD3 CLCN4 CNPY3 COX4I1 CPLX1 CTNNA2 CUL3 D2HGDH DCX DEPDC5 DHX16 DHX37 DMXL2 DNM1 DOCK7 DOLK DPAGT1 EEF1A2 EHMT1 ERCC5 ERMARD FBLN1 FBXO28 GABBR2 GABRA3 GABRB3 GABRG2 GAD1 GCDH GNAO1 GNB1 GOLGA2 GRIK2 GRIN1 GRIN2A GRIN2B GRM7 GUF1 HCFC1 HDAC4 HIBCH HK1 IFNG KCNA1 KCNB1 KCNC2 KCNQ2 KCNQ5 KCNT1 KCNT2 KDM4B KIF1A LONP1 MACF1 MAPK1 MDH2 MECP2 MFF MGAT2 MMACHC MT-ATP6 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TK MT-TL1 MT-TV MT-TW MTOR NACC1 NAXD NCDN NDUFAF8 NEDD4L NEUROD2 NEXMIF NGLY1 NPRL2 NPRL3 NSF NTNG1 NTRK2 OGDHL PAFAH1B1 PCDH12 PDHA1 PHACTR1 PHGDH PI4KA PIGA PIGP PIGQ PIK3CA PLCB1 PLPBP PNKP PPFIBP1 PPIL1 PPP3CA PRRT2 PRUNE1 PSAT1 PTPN23 PURA RALGAPA1 RNF13 RNU4ATAC RUSC2 SCN1A SCN1B SCN2A SCN8A SEPSECS SETBP1 SIK1 SLC12A5 SLC19A3 SLC1A2 SLC1A4 SLC25A10 SLC25A22 SLC2A1 SLC32A1 SLC35A2 SLC6A1 SMARCA2 SMC1A SPATA5 SPATA5L1 SPTAN1 SPTBN1 SRPX2 ST3GAL3 STAMBP STRADA STXBP1 SUCLA2 SYNGAP1 SYNJ1 TANGO2 TBC1D24 TBCD TBL1XR1 TIMM50 TRAPPC12 TRIM8 TRPM3 TSC1 TSC2 TSEN15 TSEN2 TSEN34 TSEN54 TUBA1A TUBA8 TUBB2A TUBB2B TUBB3 TUBG1 UBA5 UFC1 UFSP2 UGDH VPS53 WDR45 ZNF526 ZNHIT3 HP_EPIPHORA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EPIPHORA ATOH7 COL17A1 DKC1 FGF10 FGFR2 FGFR3 FZD4 HLA-DRB1 IGSF3 KRT12 KRT3 LRP1 NDP NHP2 NLRP3 NOP10 OVOL2 PARN SDHD SEMA4A SLC39A14 SREBF1 TACSTD2 TINF2 TYMS HP_EPIPHYSEAL_DYSPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EPIPHYSEAL_DYSPLASIA ARSB B3GALT6 CANT1 CDKN1C COL11A2 COL2A1 COL9A1 COL9A2 COL9A3 COMP DPYD DYM EIF2AK3 EXTL3 FLNB GEMIN4 GNS HSPA9 KIF22 KIF7 LTBP3 MATN3 NPR2 PTH1R RNU4ATAC SLC26A2 TMEM165 TRPV4 XYLT1 HP_EPIPHYSEAL_STIPPLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EPIPHYSEAL_STIPPLING AGPS ARSL BMPR1B DDR2 DHCR7 DLK1 EBP FLNB GDF5 GGCX GNPAT GUSB LBR MEG3 MGP NEU1 NSDHL PDE4D PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PRKAR1A RTL1 SNRPB THRB VPS35L HP_EPIRETINAL_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EPIRETINAL_MEMBRANE APC C1QTNF5 CTNNB1 FZD4 HGSNAT HLA-A LRP5 NDP NF2 NLRP3 TRNT1 TSPAN12 ZNF408 HP_EPISCLERITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EPISCLERITIS DNASE1L3 MBTPS2 NLRP3 PSMB8 SLC29A3 HP_EPISODIC_ATAXIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EPISODIC_ATAXIA ARX ATP1A2 ATP1A3 CACNA1A CACNB4 CASK CDKL5 DMXL2 GNAO1 GRIN1 GRM7 KCNA1 KCNQ2 NEUROD2 NFIX OTC PDHA1 PIGP PIGQ PNKP SCN1B SCN2A SIK1 SLC1A3 SLC25A22 SLC2A1 SLC32A1 SLC6A19 TPK1 TRIM8 HP_EPISODIC_FLACCID_WEAKNESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EPISODIC_FLACCID_WEAKNESS CACNA1S GABRA3 KCNE3 KCNJ18 KCNJ2 KCNJ5 SCN4A HP_EPISODIC_HYPERHIDROSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EPISODIC_HYPERHIDROSIS ABCC8 ALDOB DLST DNMT3A ELP1 EPAS1 FH HNF1A KCNJ11 KIF1A KIF1B MAX MDH2 NF1 RET RETREG1 SCN9A SDHA SDHAF2 SDHB SDHC SDHD SLC25A11 TMEM127 UCP2 VHL WNK1 HP_EPISODIC_HYPERTENSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EPISODIC_HYPERTENSION LBX1 MAX RET SDHB SDHD TMEM127 VHL HP_EPISODIC_HYPOKALEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EPISODIC_HYPOKALEMIA ATP1A1 CACNA1S GABRA3 KCNE3 KCNJ18 SCN4A HP_EPISODIC_METABOLIC_ACIDOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EPISODIC_METABOLIC_ACIDOSIS ACADS CTNS MCCC1 MMUT NFU1 HP_EPISODIC_PAIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EPISODIC_PAIN ATRX CDC73 CDKN1B CPT2 DAXX DLST DNMT3A EPAS1 ERBB3 ESR1 F12 FH FLI1 GNE HEXB KIF1B LEMD3 LPL MAX MC2R MDH2 MEFV MRAP NF1 NNT PIGA PNPT1 RET SDHA SDHAF2 SDHB SDHC SDHD SLC25A11 STAR TGFBI TMEM127 TRPA1 TXNRD2 VHL HP_EPISODIC_RESPIRATORY_DISTRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EPISODIC_RESPIRATORY_DISTRESS AGRN CHAT COL13A1 MT-ATP6 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TK MT-TL1 MT-TV MT-TW MYO9A SLC18A3 SLC25A1 SLC5A7 SNAP25 SYT2 VAMP1 HP_EPISODIC_TACHYPNEA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EPISODIC_TACHYPNEA ACADVL AHI1 ARL13B ARL3 ARMC9 B9D1 B9D2 CBY1 CC2D2A CDKL5 CEP104 CEP120 CEP290 CEP41 CPLANE1 CSPP1 FAM149B1 FBP1 GABBR2 HYLS1 IFT74 INPP5E KATNIP KIAA0586 KIAA0753 KIF7 MECP2 MKS1 NTNG1 OFD1 PDE6D PIBF1 RPGRIP1L SMC1A SUFU TCTN1 TCTN2 TCTN3 TMEM216 TMEM218 TMEM237 TMEM67 TOGARAM1 TOPORS UQCRC2 HP_EPISODIC_VOMITING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EPISODIC_VOMITING ACADVL ADNP ALAD ALDH18A1 ALG11 ARG1 CA5A CCM2 CDC42BPB CDK13 CDK8 COQ2 CPOX D2HGDH FAH FGF13 GAMT GK HMGCL HNRNPK HS3ST6 KRIT1 LBX1 MT-ATP6 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TC MT-TF MT-TK MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW NAXD NDUFS1 NDUFS7 NEXMIF NFIX NLRC4 NOTCH2NLC NSD1 PDCD10 PIK3CA SHANK3 SLC25A15 SLC5A6 SUOX TTR UNC45A UQCRC2 ZEB2 HP_EPISPADIAS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EPISPADIAS ANKRD11 C2CD3 CDC45 CDC6 CDT1 COX7B DVL1 DVL3 DYNC2LI1 EVC EVC2 FZD2 GLI1 GMNN HCCS ISL1 KRAS NDUFB11 ORC1 ORC4 ORC6 PIEZO2 PRKACA PRKACB PTDSS1 SMAD4 SRY TP63 WNT5A HP_EPISTAXIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EPISTAXIS ACTN1 ACVRL1 ATP8B1 BCOR BLOC1S3 BLOC1S5 CACNA1D CDC42BPB CEBPE CLCN2 CTLA4 CYP11B1 CYP11B2 DTNBP1 ENG EPHB4 EPOR ETV6 F10 F11 F13A1 F13B F2 F5 F7 F8 FCGR2C FERMT3 FGA FGB FGG FIP1L1 FYB1 GATA1 GBA1 GDF2 GFI1B GGCX GIMAP5 GP1BA GP1BB GP6 GP9 HLA-B HLA-DPA1 HLA-DPB1 HLA-DRB1 HMOX1 HPS1 HPS3 HPS4 HPS5 HPS6 IFNG IRF2BP2 ITGA2B ITGB3 JAK2 KCNJ5 LMAN1 LMX1B LYST MCFD2 MPL MYD88 MYH9 NABP1 NBEAL2 NPM1 NUMA1 P2RY12 P4HA2 PLAU PML PRF1 PRKACG PRKAR1A PRTN3 PTPN22 RARA RASA1 RASGRP2 RUNX1 SBDS SERPINE1 SLC37A4 SLFN14 SMAD4 SRC STAT3 STAT5B STIM1 STXBP1 TBL1XR1 TBXA2R TERC TERT TET2 VWF WAS WIPF1 ZBTB16 HP_EQUINOVARUS_DEFORMITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EQUINOVARUS_DEFORMITY ATP6V1B2 COL25A1 ERCC6 ERGIC1 FARS2 HADHA HADHB LMX1B PMP22 SCYL2 SLC26A2 TBC1D24 VPS13A HP_EQUINUS_CALCANEUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EQUINUS_CALCANEUS AEBP1 FBN1 GJB2 GJB6 HADHA HADHB HOXD10 SYT1 HP_ERECTILE_DYSFUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ERECTILE_DYSFUNCTION ABCD1 AIP AKT1 ANOS1 AR ATXN8OS BAP1 BMP2 BMP6 CACNA1G CCDC141 CDH23 CDKN1A CDKN1B CDKN2B CDKN2C CHD7 COQ2 DCC DUSP6 FEZF1 FGF17 FGF8 FGFR1 FLRT3 FMR1 GALC GNRH1 GNRHR GPR101 GUCY1A1 HAMP HBB HESX1 HEXB HFE HJV HS6ST1 IL17RD IRF4 KISS1 KISS1R LMNB1 MEN1 NDNF NDP NF2 NHLH2 NSMF PDGFB PIGA PIK3CA PROK2 PROKR2 SACS SEMA3A SLC40A1 SMARCB1 SMARCE1 SMO SOX10 SPRY4 SUFU TAC3 TACR3 TERT TFR2 TRAF7 TTR WDR11 HP_ERLENMEYER_FLASK_DEFORMITY_OF_THE_FEMURS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ERLENMEYER_FLASK_DEFORMITY_OF_THE_FEMURS ABCC9 ANKH CLCN7 CSF1R GBA1 PLEKHM1 PSAP TCIRG1 HP_EROSION_OF_ORAL_MUCOSA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EROSION_OF_ORAL_MUCOSA COL7A1 DSG3 KRT14 KRT5 LAMA3 LAMB3 LAMC2 MMP1 HP_ERRATIC_MYOCLONUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ERRATIC_MYOCLONUS ARX ATP6V0A1 EPM2A KIF1C NHLRC1 HP_ERUPTION_FAILURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ERUPTION_FAILURE ANTXR1 APC CDH11 FGFR1 FLNA FLNB HOXD13 IFIH1 LEMD2 LMNA MAP3K7 PTH1R SH3BP2 SMCHD1 TCF4 TRIO ZMPSTE24 HP_ERYSIPELAS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ERYSIPELAS ADAMTS3 ANGPT2 CCBE1 FAM111B FAT4 FLT4 GJC2 KIF11 MEFV PIEZO1 TNFRSF1A HP_ERYTHEMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ERYTHEMA ADAM17 ADGRE2 AIP ALDH3A2 ALOX12B ALOXE3 ANAPC1 AP1S1 AQP5 ATP2C1 BLM C1QB CD28 CDKN1B CHST8 CLEC7A COL1A1 COL7A1 COX7B CSTA CTLA4 CTSB DDB2 DDR2 DSG4 DSP DST EGFR ELOVL4 ERCC2 ERCC3 ERCC4 ERCC5 FECH FERMT1 GCGR GJA1 GJA5 GJA8 GJB3 GJB4 GLUL GNB2 HCCS HLA-B HLA-DQB1 HLA-DRB1 HPGD IKBKG IKZF1 IL17F IL17RA IL17RC IL36RN ITGA3 KCNQ2 KDSR KIT KRT1 KRT10 KRT14 KRT2 KRT5 KRT83 LIG4 LIPN LORICRIN LRP1 MBTPS2 MEFV MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW MVK NAXD NDUFB11 NLRP3 NOD2 NSDHL PDGFB PEPD PERP PGM3 PIGL PLCG2 PORCN PSMB8 PSMG2 RECQL4 RHOH RNF168 SCN10A SCN11A SCN9A SERPING1 SLC39A4 SLURP1 SREBF1 STAT3 STING1 SULT2B1 TGM1 TGM5 TNFRSF1A TNFRSF1B TRAF3IP2 TREX1 TRPM4 TRPV3 USP8 WNT10A XPA XPC XPNPEP2 XRCC4 HP_ERYTHEMATOUS_PAPULE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ERYTHEMATOUS_PAPULE COL7A1 DCLRE1C HAVCR2 KIT KRT14 KRT5 MEFV POFUT1 POGLUT1 PSENEN XPA HP_ERYTHEMATOUS_PLAQUE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ERYTHEMATOUS_PLAQUE AP1S3 CARD14 COL2A1 COL7A1 EBP HAVCR2 IL36RN KRT10 LDHA MEFV MPDU1 RASA1 SDHD TRPM4 HP_ERYTHEMA_NODOSUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ERYTHEMA_NODOSUM ADA2 BTNL2 HLA-DRB1 LBR LRBA NLRP12 NOD2 PIK3R1 PSMB8 XIAP HP_ERYTHROCYTE_INCLUSION_BODIES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ERYTHROCYTE_INCLUSION_BODIES CASK FADD G6PD GPX1 HBA1 HBA2 HBB PUS1 RPSA STIM1 HP_ERYTHRODERMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ERYTHRODERMA AARS1 ABCA12 ADA ADAM17 ALOX12B ALOXE3 AP1B1 AP1S3 ASPRV1 CARD14 CARS1 CD247 CD28 CD3D CD3E CDSN CERS3 CHD7 CTLA4 CYP4F22 DCLRE1C DIP2B DSG1 EBP ELOVL4 ERCC2 ERCC3 EXTL3 FOXP3 GJB2 GJB3 GTF2E2 GTF2H5 IL2RA IL2RG IL36RN IL7R KIT KRT1 KRT10 LIG4 LIPN LSS MBTPS2 MPDU1 MPLKIP NIPAL4 PNPLA1 PRF1 RAG1 RAG2 RBCK1 RMRP RNF113A SDR9C7 SLC27A4 SPINK5 STX11 STXBP2 SULT2B1 TARS1 TGM1 TNFRSF1B TOM1 UNC13D HP_ERYTHROID_HYPERPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ERYTHROID_HYPERPLASIA CBLIF CDAN1 CDIN1 ERBB3 GATA1 GLRX5 HBB KLF1 LARS2 LPIN2 PGK1 PIGA PKLR PUS1 SF3B1 SLC11A2 TET2 UROD UROS HP_ERYTHROID_HYPOPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ERYTHROID_HYPOPLASIA ADA2 G6PC3 GATA1 HEATR3 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS14 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 TCN2 TET2 TP53 TSR2 HP_ESODEVIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ESODEVIATION AARS1 ABCC9 ADAT3 ADGRG1 AGRN AGTPBP1 AHCY AHDC1 ALG12 ALG2 ALG9 AMMECR1 ANTXR1 AP1G1 APC ARHGAP31 ARPC4 ASNS ATAD3A ATIC ATOH7 ATP1A2 ATP1A3 B3GAT3 B9D1 BLOC1S3 BPTF CACNA1A CAMK2B CARS1 CDC42BPB CHAT CHMP1A CHST3 CLCN3 CLCN6 CLP1 COG1 COG8 COL11A1 COL12A1 COL13A1 COL25A1 COL4A2 COL6A1 COL6A2 COL6A3 COL8A2 CPLANE1 CRB1 CYB5A CYB5R3 DDB1 DDOST DDX59 DLAT DLK1 DPM1 DPP6 DYRK1A EBP EMC1 ERCC2 ERCC3 EXOSC3 EXOSC5 EXOSC8 EXOSC9 FAM149B1 FBN1 FBXO28 FGF10 FOXP2 FRMD5 FZD4 GALC GBA1 GJA5 GJA8 GLRB GNA14 GNB1 GRHL2 GRID2 GRM1 GTF2E2 GTF2H5 H4C11 H4C3 HERC2 HMGB3 HOXB1 HPDL HPS3 HUWE1 IARS2 IRF2BPL KAT6A KAT8 KCNMA1 KDM6B KIAA0753 KIDINS220 KIF21A KIF7 LAGE3 LGI4 LMBRD2 LMNB1 LRMDA LRP5 LRPPRC MADD MAGEL2 MBD5 MECR MED12 MEG3 MKRN3 MPDZ MPLKIP MYO9A MYOD1 NALCN NCDN NEUROD2 NEXMIF NPAP1 NR2F1 NSD1 NTNG2 OFD1 OVOL2 PAK1 PCDHGC4 PDE4D PDE6D PEX12 PEX5 PGAP2 PGAP3 PHGDH PHOX2A PI4KA PIDD1 PIGL PIGN PIGO PIGT PIGV PIGW PIGY PIK3R1 PLPBP PMM2 POLA1 POLG POU4F1 PPP1R21 PPP2R5D PRKAR1B PTEN PUF60 PURA PUS7 PWAR1 PWRN1 PYCR2 RERE RNASEH1 RNF113A ROBO3 RORA RRAS2 RRM2B RTL1 SALL2 SATB2 SCN4A SCN8A SEC23A SIAH1 SLC12A6 SLC18A3 SLC1A3 SLC25A1 SLC25A46 SLC35C1 SLC38A8 SLC5A7 SNAP25 SNORD115-1 SNORD116-1 SOBP SON SOST SREBF1 SYT1 SYT2 TARS1 TBC1D23 TBC1D2B TBX1 TCTN3 TELO2 TENM3 TMEM216 TMEM222 TOPORS TRIT1 TUBA1A TUBB2B TUBB3 UFC1 UFSP2 UNC80 USP7 VAMP1 VPS50 VRK1 VSX1 WDR45 ZEB1 ZEB2 ZNF408 ZSWIM6 HP_ESOPHAGEAL_ATRESIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ESOPHAGEAL_ATRESIA AR ARNT2 CHD7 DYNC2H1 DYNC2I1 DYNC2I2 EFTUD2 ERCC4 FANCB FANCD2 FANCL FGFR1 FGFR2 FOXF1 HESX1 IFT80 ITGB4 MAMLD1 MYCN OTX2 PAH PAICS PLEC POLA1 PROKR2 RMRP SIX6 SMARCD1 SOX2 SOX3 WBP11 WDR35 YY1 ZIC3 HP_ESOPHAGEAL_CARCINOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ESOPHAGEAL_CARCINOMA APC ASCC1 CTHRC1 DCC DLEC1 LZTS1 MSR1 RHBDF2 RNF6 STAT1 TGFBR2 TOM1 WWOX HP_ESOPHAGEAL_NEOPLASM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ESOPHAGEAL_NEOPLASM AAGAB APC ASCC1 BLM COL14A1 COL4A5 COL4A6 CTHRC1 DCC DLEC1 FH KIT LZTS1 MSR1 MYH11 PDE11A PDGFRA PRKAR1A RAD21 RHBDF2 RNF6 SDHA SDHB SDHC STAT1 STK11 TGFBR2 TOM1 WWOX HP_ESOPHAGEAL_STENOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ESOPHAGEAL_STENOSIS ACD COL4A5 COL4A6 COL7A1 CTC1 DCLRE1B DKC1 FERMT1 GMPPA GRHL2 HLA-B IKZF1 ITGA6 LAMA3 LAMB3 LAMC2 MALT1 MMP1 MYH11 NHP2 NOP10 NPM1 PARN PGM3 RTEL1 SAMD9 TERC TERT TINF2 TYMS USB1 WRAP53 HP_ESOPHAGEAL_STRICTURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ESOPHAGEAL_STRICTURE COL7A1 DCLRE1B DKC1 FERMT1 GRHL2 HLA-B IKZF1 LAMA3 LAMB3 LAMC2 MALT1 MMP1 MYH11 NHP2 NOP10 PGM3 SAMD9 TERT HP_ESOPHAGEAL_ULCERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ESOPHAGEAL_ULCERATION ASCC1 COL7A1 CTHRC1 MMP1 MSR1 PLA2G4A HP_ESOPHAGEAL_VARIX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ESOPHAGEAL_VARIX ACVRL1 ADA2 ALMS1 ARHGAP31 ATP7B CALR CBS COG6 DCDC2 DGUOK DLL4 DOCK6 DZIP1L ENG EOGT F5 FARSB GBA1 GBE1 GDF2 GIMAP5 GNB2 JAK2 KIF12 KIF3B KRT18 LIPA MED12 NOTCH1 PHKA2 PHKG2 PKHD1 RBPJ SLC30A10 SMAD4 STN1 TMEM67 TTC26 HP_ESOPHAGITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ESOPHAGITIS ADAMTS2 ADAMTSL2 ATAD1 ATP7A CARD8 CARMIL2 CDKN1B DOCK8 DSG1 ELF4 FERMT1 GLRA1 GLRB GPHN GRB10 IARS1 LMX1B MEN1 MYH11 PGM3 PHGDH PSPH REL RPL11 SLC2A10 SLC6A5 SMAD3 STXBP1 TCF4 TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TRAPPC11 HP_ESOPHORIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ESOPHORIA HOXB1 KIDINS220 MECR SCN8A TBX1 HP_ETHYLMALONIC_ACIDURIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ETHYLMALONIC_ACIDURIA ACADS COX16 ETFA ETFB ETFDH ETHE1 HSPD1 POLG SUCLG1 HP_EUNUCHOID_HABITUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EUNUCHOID_HABITUS ANOS1 CHD7 CYP19A1 DUSP6 ESR2 FGF17 FGF8 FGFR1 GNRH1 GNRHR HS6ST1 KISS1 KISS1R NHLH2 NSMF PROK2 PROKR2 SPRY4 TAC3 TACR3 TUBB4A WDR11 HP_EURYBLEPHARON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EURYBLEPHARON ACTB ACTG1 CDH1 CTNND1 DLX4 DVL1 DVL3 FZD2 WNT5A HP_EUTHYROID_GOITER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EUTHYROID_GOITER DICER1 EYA1 PDE11A PRKAR1A SIX1 HP_EVERSION_OF_LATERAL_THIRD_OF_LOWER_EYELIDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EVERSION_OF_LATERAL_THIRD_OF_LOWER_EYELIDS CDC42 GRIA3 HNRNPK KDM6A KMT2A KMT2D HP_EVERTED_LOWER_LIP_VERMILION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EVERTED_LOWER_LIP_VERMILION ABCA12 ABHD5 ADAMTS2 ADNP ALOX12B ALOXE3 ANTXR1 ASPRV1 ASXL3 ATRX BAZ1B BCAS3 BCL11A BCL7B BDNF BMP2 BUD23 CCDC8 CDH11 CDKL5 CHAMP1 CHN1 CLIC2 CLIP2 CUL7 CYP4F22 DENND5A DHX30 DNAJC30 DOCK7 EDA EDA2R EDAR EDARADD EDNRA EEF1A2 EHMT1 EIF4H ELN ERCC1 ERCC2 ERCC5 ERCC6 FBXL4 FBXO11 FGD1 FHL1 FKBP6 FOXC1 FOXG1 FRMD4A GBA1 GTF2I GTF2IRD1 GTF2IRD2 H3-3A HGSNAT HRAS HSPG2 IDUA IFT122 IFT43 IFT52 IGF1R IRX5 KANSL1 KCNH1 KCNMA1 KIFBP KMT2C LIMK1 LIPN MAFB MBD5 MCOLN1 MDH1 MECP2 MED12L MED13L MED25 METTL27 MGAT2 MLXIPL MSX1 MYCN MYO18B NCF1 NFIX NIPAL4 NRAS OBSL1 OCRL PACS2 PAX6 PCDHGC4 PIGL PITX2 PLXND1 POMGNT1 PUS7 QRICH1 RAB3GAP1 RAB3GAP2 REV3L RFC2 RPL10 RPS6KA3 SALL4 SCARF2 SDR9C7 SLC25A24 SMARCA2 SMG9 SMS SNRPN SOX11 SPECC1L SRCAP STX1A SULT2B1 TBC1D24 TBL1XR1 TBL2 TFAP2A TFAP2B TFE3 TGM1 TMEM147 TMEM270 TNPO2 TTC26 VPS37D WDR19 WDR35 WT1 ZSWIM6 HP_EVERTED_UPPER_LIP_VERMILION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EVERTED_UPPER_LIP_VERMILION AP4B1 AP4E1 AP4M1 AP4S1 CREBBP DIS3L2 DNMT3A EDA EDA2R EDAR EDARADD EPG5 GBA1 H4C9 KCNH1 KCNK4 KIF7 MAP1B NAA10 RAI1 SETD1A SMARCA4 TCF3 WDR26 HP_EXAGGERATED_CUPID_S_BOW https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EXAGGERATED_CUPID_S_BOW ATP1A2 ATP1A3 B3GLCT CACNA1A CAMSAP1 CHD8 CLCN3 DLK1 DNMT3A EXOC2 FOXG1 GPC4 H3-3A HNRNPK HNRNPU JARID2 KIF7 KMT2A MED25 MED27 MEG3 NRCAM NXN PIGT RALA ROR2 RTL1 SLC1A3 SLC35A2 SMARCA2 SNIP1 SOX4 SUPT16H TBCK TMEM94 TRIP12 ZMIZ1 ZNF462 HP_EXAGGERATED_STARTLE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EXAGGERATED_STARTLE_RESPONSE ARHGEF9 ASNS BRAT1 CACNA1I DDC DENND5A FKTN FLRT1 GLB1 GLRA1 GLRB GM2A GPHN GRIA4 HEXA HEXB HIKESHI KLC2 MED11 MTHFS PLAA PURA SLC6A5 SLC6A9 SOD1 TNIK TRAK1 TSPYL1 ZMYM2 HP_EXANTHEM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EXANTHEM ANK1 ASXL1 BTNL2 CBL EPB42 HLA-DRB1 IKBKG KIT MVK NLRP3 PRF1 RUNX1 SLC4A1 SPTA1 SPTB SRSF2 STX11 STXBP2 TET2 TNFRSF1A UNC13D ZNFX1 HP_EXCESSIVE_DAYTIME_SOMNOLENCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EXCESSIVE_DAYTIME_SOMNOLENCE ACAT1 AKT1 ASH1L BAP1 BRAF CLCNKB COA8 CTNNB1 CTSH DHCR7 DMPK DNMT1 DOK7 DPYS FBP1 FKRP FKTN GJB1 HCRT HLA-DQB1 HLA-DRB1 HMBS HMGCL HTT IL12A IL12RB1 IRF5 KIF21A LARGE1 MMEL1 MOG MTRR MUSK MYOD1 NAA10 NF2 NUP88 P2RY11 PDGFB PIK3CA POMT1 POMT2 POU2AF1 PRPS1 PTS RAPSN SLC12A3 SLC18A3 SLC22A5 SLC2A3 SMARCB1 SMARCE1 SMO SPIB SUFU TBC1D24 TBK1 TERT TICAM1 TLR3 TNFSF15 TNFSF4 TNPO3 TRAF3 TRAF7 TUBA1A TWNK UNC93B1 ZNF365 HP_EXCESSIVE_SALIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EXCESSIVE_SALIVATION ADGRG1 ALS2 ANKLE2 ANXA11 AP4B1 AP4E1 AP4M1 AP4S1 ARX ATP10A ATP1A3 ATP6AP2 ATP7B ATRX BCORL1 CACNA1I CAMTA1 CERT1 CHAMP1 CLDN11 DEAF1 DLAT DLK1 DNM1L EIF2S3 EXTL3 FBLN1 FBXO28 FOXG1 FOXP1 FOXP2 GABBR2 GABRA1 GABRG2 GCH1 GFM2 GNS GPT2 GRIK2 GRIN2A GRIN2D HDAC4 HERC1 HIVEP2 HLA-B HNRNPH2 HPDL IKZF1 KCNC2 KIF15 KIF7 LMNB2 LNPK MBD5 MECP2 MED12 MED27 MEG3 MRE11 MTHFS NAA20 NALCN NAXD NEXMIF NFIX NONO NRXN1 NTNG2 OCA2 PAK3 PCDH19 PCGF2 PDE10A PI4KA PIGL PLA2G6 PMP22 POLR3A POLR3B POU3F3 PRPS1 PTS QDPR RAB11B RSRC1 RTL1 SATB1 SATB2 SCN1A SCN1B SCN2A SCN9A SETD5 SH3TC2 SHMT2 SLC12A5 SLC16A2 SLC1A4 SLC25A12 SLC9A6 SLC9A7 SMARCA2 SNRPN SPART SPEN SPTBN1 SRPX2 STRADA SYNGAP1 TANGO2 TASP1 TBX1 TH TSPOAP1 TUBB2B UBE3A VAC14 VPS13A ZBTB11 ZC4H2 ZEB2 HP_EXCESSIVE_WRINKLED_SKIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EXCESSIVE_WRINKLED_SKIN ABCC6 ACD ADAMTS2 ADAMTSL2 ATP6V0A2 ATP6V1A ATP6V1E1 BRAF C1R CFTR COG7 COL3A1 CSTA DKC1 ENPP1 FGFR2 FGFR3 H4C5 KRAS LZTR1 MAP2K1 MAP2K2 MRAS PARN PIK3R1 PLOD1 PTEN PTPN11 PYCR1 RAF1 RIT1 RTEL1 SMARCA2 TBL1XR1 TERT TGM5 TINF2 TWIST2 ZNF469 HP_EXCESSIVE_WRINKLING_OF_PALMAR_SKIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EXCESSIVE_WRINKLING_OF_PALMAR_SKIN ATP6V0A2 C1R CSTA FGFR2 FGFR3 LZTR1 MRAS PLOD1 RIT1 TBL1XR1 TGM5 ZNF469 HP_EXERCISE_INDUCED_MUSCLE_CRAMPS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EXERCISE_INDUCED_MUSCLE_CRAMPS ATP2A1 CAV3 CHCHD10 CPT2 DMD HINT1 LAMA2 LAMP2 MLIP PFKM PGAM2 PGK1 PYGL PYGM RYR1 SLC16A1 HP_EXERCISE_INDUCED_MUSCLE_FATIGUE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EXERCISE_INDUCED_MUSCLE_FATIGUE AMPD1 AMPD3 CACNA1S DBH GABRA3 KCNE3 KCNJ18 PFKM PGK1 SCN4A SLC16A1 TRAPPC11 HP_EXERCISE_INDUCED_MUSCLE_STIFFNESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EXERCISE_INDUCED_MUSCLE_STIFFNESS ATP2A1 CAV3 MLIP PFKM PHKA1 PYGM SCN4A SLC16A1 HP_EXERCISE_INDUCED_MYALGIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EXERCISE_INDUCED_MYALGIA ACADM ACADVL AMPD1 AMPD3 ANO5 BIN1 CAV3 CPT2 DNM2 DYSF FLNC HNRNPA1 LDHA LMNA LPIN1 MATR3 MLIP MT-CO1 MT-CO3 MTMR14 MYF6 OBSCN PFKM PGAM2 PGK1 PHKA1 PYGM RNASEH1 RRM2B RYR1 SLC25A42 STIM1 TMEM126B TRIM32 HP_EXERCISE_INDUCED_MYOGLOBINURIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EXERCISE_INDUCED_MYOGLOBINURIA ACADVL CRPPA FKRP LDHA LPIN1 MT-CO1 MT-CO3 OBSCN PFKM PGK1 PHKA1 PYGM HP_EXERCISE_INDUCED_RHABDOMYOLYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EXERCISE_INDUCED_RHABDOMYOLYSIS ACADVL ALDOA CACNA1S LDHA PYGM RYR1 HP_EXERCISE_INTOLERANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EXERCISE_INTOLERANCE ABCC9 ACAD9 ACTA1 ACTC1 AGK ALDH4A1 ATP5F1A ATP5F1D ATP5F1E ATP5MK ATPAF1 ATPAF2 BCS1L BICD2 BVES C1QBP CAVIN1 CCDC78 CHCHD10 CITED2 COA3 COL12A1 COL13A1 COL9A1 COL9A2 COL9A3 COMP COQ8A CPT2 DMD DNA2 ENO3 FARSA FARSB FLAD1 GAA GATA4 GATA5 GATA6 GCDH GJA5 GMPPB GYS1 HADHA HADHB HINT1 ISCU KBTBD13 KCNA5 KCNE1 KCNE2 KCNJ2 KCNJ3 KCNJ5 KCNQ1 KLHL41 LAMP2 LDHA MGME1 MIEF2 MLIP MRPS2 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TE MT-TF MT-TH MT-TK MT-TL1 MT-TN MT-TQ MT-TS1 MT-TS2 MT-TW MYH6 MYL4 MYPN NDUFS4 NEB NKX2-5 NKX2-6 NPPA NUP155 OBSCN PFKM PGAM2 PGK1 PGM1 PHKA1 PHKA2 PHKB PHKG2 PIEZO2 PITX2 PNPLA2 POLG POLG2 POLR2A PUS1 PYGL PYGM RNASEH1 RRM2B RSPH4A RSPH9 SCN1B SCN2B SCN3B SCN4B SCN5A SDHA SLC18A3 SLC22A12 SLC25A32 SLC25A4 SLC2A9 SURF1 SVIL TAFAZZIN TBX20 TK2 TLL1 TMEM126B TOP3A TPM2 TPM3 TRMT5 TTN TWNK YARS2 HP_EXERTIONAL_DYSPNEA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EXERTIONAL_DYSPNEA ABCA3 ACADM ACTA2 ACTC1 AGR2 AGRN AK9 ATP11A ATP13A3 BCOR CHRNA1 CHRNB1 CHRND CHRNE CITED2 COA8 COL13A1 COLQ CSF2RB CYB5A CYB5R3 DNA2 DOK7 DPP9 DSP EIF2AK4 ELN ENG EPOR FAM13A FBN1 FIP1L1 FOXE3 GATA4 GATA6 GYG1 HEY2 IRF2BP2 JAK2 LAMB2 LMNA LOX LRP4 MAT2A MFAP5 MT-TN MT-TS1 MUC5B MUSK MYH11 MYH6 MYH7 MYL3 MYLK NABP1 NEB NKX2-5 NPM1 NUMA1 PARN PIEZO2 PLEC PML POLG POLG2 PRKAR1A PRKG1 PYGM RAPSN RARA RRM2B RTEL1 SCN4A SFTPA1 SFTPA2 SFTPC SH2B3 SLC25A4 SLC34A2 SMAD2 SMAD3 SMAD4 STAT3 STAT5B STN1 SURF1 TBL1XR1 TBX20 TERC TERT TGFB2 TGFB3 TGFBR1 TGFBR2 THSD4 TLL1 TNNC1 TRMT5 TWNK VCL ZBTB16 ZMPSTE24 HP_EXODEVIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EXODEVIATION ACADSB ADARB1 ADD3 ADGRG1 ADNP AFF4 AIMP1 ALDH3A2 ARPC4 ATP13A2 ATP1A2 ATP1A3 ATRX BCOR BCORL1 BLOC1S3 CACNA1A CACNA1F CDC42 CDH11 COL25A1 COL4A1 CRB1 CRIPT DNMBP DPAGT1 DYRK1A EFNB1 EXOC8 FBN1 FBXW11 FGF10 FGFR2 FGFR3 GALNT2 GJA5 GJA8 GMPPA GNB1 GNB2 GRIA1 H4C5 HACE1 HADHA HMX1 HNRNPH2 HPDL IFT27 KDM1A KDM6B KIF21A LCA5 LRAT LRMDA LYRM7 MADD MC1R MRPS2 MRPS34 MTRFR MYF5 NEDD4L NGLY1 NMNAT1 NONO NR2F1 OCA2 P4HTM PAX6 PCDHGC4 PGM2L1 PHOX2A POGZ POLRMT PRPS1 PRR12 PTRH2 PUF60 PYCR2 PYROXD1 RERE RNF2 RP1L1 RPE65 RPL10 SALL2 SCO2 SIAH1 SLC17A5 SLC1A3 SLC25A46 SLC35A2 SLC6A8 SMAD3 SNRPN SON SOX5 SPATA5 SPATA7 TAF2 TBX1 TGFBR1 TGFBR2 THOC2 TMEM231 TMEM67 TRAPPC11 TRPM3 TUBA1A TUBB2B TUBB3 TYR UBE3A UFSP2 WARS2 WDR11 WDR45 WT1 ZC4H2 HP_EXOPHORIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EXOPHORIA AFF4 GJA5 GJA8 HACE1 TRAPPC11 HP_EXOSTOSES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EXOSTOSES ACAN AKT1 ALX4 ATP7A CHRNG COL11A2 COL2A1 EXT1 EXT2 FGFR3 IDH1 IDH2 IPO8 MSX2 PHF21A PTEN PTPN11 RAD21 SHOX TRPS1 HP_EXPRESSIVE_APHASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EXPRESSIVE_APHASIA CHMP2B DEPDC5 FA2H GJB1 GRN MAPT NPRL2 NPRL3 PSEN1 TMEM106B TREM2 VCP HP_EXPRESSIVE_LANGUAGE_DELAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EXPRESSIVE_LANGUAGE_DELAY AHDC1 ARID1B ASXL1 CDON DISP1 DLL1 DPYD EHMT1 FGF8 FLCN FOXH1 FOXP1 FOXP2 GAS1 GLI2 GNB1 GNE GNPTAB GRIA3 HERC1 KMT2C KMT2D MED23 NODAL NSD1 POGZ PTCH1 PUF60 RAI1 RSPRY1 SCN4A SDHA SDHAF1 SDHB SDHD SH2B1 SHH SHMT2 SIX3 SLC25A36 SPATA5 SRCAP STAG2 STIL TAF1 TDGF1 TGIF1 TNNT1 TUBB3 WARS2 YARS1 YME1L1 ZEB2 ZIC2 HP_EXTERNAL_EAR_MALFORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EXTERNAL_EAR_MALFORMATION ADAMTS3 ANK1 BCOR BLNK BRCA1 BRCA2 BRIP1 CCBE1 CD79A CD79B CHD7 CHN1 CHST14 CTH DACT1 DSE EDN1 ERCC4 ESCO2 EYA1 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAT4 FGD1 FGFR2 FGFR3 FRAS1 FREM2 GATA4 GJA1 GNAI3 GRIP1 IGHM IGLL1 KIF1A LRRC8A MAD2L2 MAFB MAPRE2 NAA10 PALB2 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PIK3R1 PLCB4 PURA RAD51 RAD51C RFWD3 SALL1 SALL4 SEMA3E SIX1 SIX5 SLC39A7 SLX4 SPI1 TBCE TCF3 TP63 TUBB TWIST1 UBE2T XRCC2 ZNHIT3 HP_EXTERNAL_GENITAL_HYPOPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EXTERNAL_GENITAL_HYPOPLASIA ABCA4 ACTA1 ACTB ADAR ADAT3 AGBL5 AHI1 AHR ALG12 ALKBH8 ALMS1 ALOX12B ALOXE3 ALX4 ANK1 ANOS1 AR ARCN1 ARHGEF18 ARID1B ARL2BP ARL3 ARL6 ARNT2 ARX ATAD3A ATP6V1A ATP6V1E1 ATRX AXL B3GALNT2 B3GLCT B4GAT1 B9D2 BAZ1B BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCL7B BEST1 BLTP1 BMP4 BRCC3 BRD4 BUB1B BUD23 C2CD3 CA4 CAMK2A CASK CASZ1 CATIP CC2D2A CCDC141 CCDC22 CCDC28B CCDC34 CCNQ CDC42BPB CDC45 CDC6 CDH11 CDH2 CDHR1 CDKL5 CDKN1C CDON CDT1 CENPT CEP112 CEP19 CEP290 CEP41 CERKL CFAP418 CFTR CHD4 CHD7 CHRM3 CHRNG CILK1 CLIP2 CLRN1 CNGA1 CNGB1 COG5 COL4A1 COLEC10 COX7B CPE CRB1 CRPPA CRX CT55 CTCF CTDP1 CTU2 CUL4B CUL7 CYB5A CYP11A1 CYP11B1 CYP17A1 DACT1 DAG1 DAZ1 DAZ2 DAZ3 DAZ4 DCAF17 DCC DCX DDB2 DDX3Y DDX6 DHCR7 DHDDS DHODH DHX37 DHX38 DIS3L2 DISP1 DKC1 DLK1 DLL1 DMRT3 DMXL2 DNAH10 DNAJC19 DNAJC30 DNHD1 DPM1 DPM2 DPYSL5 DTYMK DUSP6 DVL1 DVL3 DYNC2H1 DYNC2I1 DYNC2I2 DYRK1A EBF3 ECE1 ECEL1 EED EHMT1 EIF2S3 EIF4H ELN ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ESR2 EXT2 EYS EZH2 FAM111A FAM161A FANCB FANCD2 FANCF FANCL FANCM FARSB FAT4 FBN1 FBXO43 FEZF1 FGF17 FGF8 FGFR1 FGFR2 FIG4 FKBP6 FKRP FKTN FLRT3 FMR1 FOXA2 FOXH1 FRAS1 FREM2 FSCN2 FSHB FXR1 FZD2 GABRD GAD1 GAS1 GATA4 GBA2 GH1 GHR GLI2 GLI3 GLYCTK GMNN GMPPB GNAO1 GNB2 GNRH1 GNRHR GPC3 GPC4 GPR161 GRIA3 GRIN1 GRIP1 GRM7 GTF2I GTF2IRD1 GTF2IRD2 GUCA1B H4C9 HCCS HDAC8 HERC1 HERC2 HESX1 HGSNAT HID1 HMGA2 HNRNPR HOXA13 HOXD13 HS6ST1 HSD3B2 HSPG2 HUWE1 IDH3A IDH3B IER3IP1 IFIH1 IFT140 IFT172 IFT27 IFT74 IFT80 IFT88 IGF2 IL17RD IMPDH1 IMPG1 IMPG2 INPP5E INPP5K INTU IRF6 ISL1 KAT6B KATNIP KCNA1 KCNAB2 KCNJ6 KDM5C KDM6A KIAA0586 KIAA0753 KIAA1549 KIF7 KISS1 KISS1R KIZ KLF1 KLHL10 KLHL15 KLHL40 KLHL41 KLHL7 KMT2D LAMA5 LARGE1 LEP LEPR LHB LHCGR LHX4 LIG4 LIMK1 LMNA LMNB2 LMOD3 LMX1B LRAT LSM11 LSS LUZP1 LZTFL1 MADD MAGEL2 MAK MAMLD1 MAP3K1 MAP3K7 MAPRE2 MBD5 MBTPS2 MCM8 MCTP2 MED12 MEG3 MEGF8 MEIOB MERTK METTL27 MID1 MINPP1 MKKS MKRN3 MKS1 MLXIPL MMP23B MNX1 MOGS MOV10L1 MSH5 MTM1 MYH3 MYRF NAA10 NANOS1 NCF1 NDN NDNF NDUFB11 NEB NECTIN1 NEK1 NEK2 NEUROD2 NHLH2 NIPBL NODAL NPAP1 NPHP1 NR0B1 NR2E3 NR5A1 NRL NSD1 NSMF NXN OCA2 OFD1 OGT OPHN1 ORC1 ORC4 ORC6 OTUD5 OTX2 PAFAH1B1 PBX1 PCARE PDE6A PDE6B PDE6G PDHA2 PDPN PEX1 PEX6 PHF21A PHF6 PHF8 PHGDH PIEZO2 PIGA PIGP PIGQ PLAG1 PMM2 PNKP PNLDC1 PNPLA6 POC1A POLA1 POLE POLR1B POLR1C POLR1D POMGNT1 POMGNT2 POMK POMT1 POMT2 POR PORCN POU1F1 PPP1R12A PPP2R3C PQBP1 PRCD PRDM13 PRDM16 PRKCZ PRKDC PROK2 PROKR2 PROM1 PROP1 PRPF3 PRPF31 PRPF4 PRPF6 PRPF8 PRPH2 PRRX1 PSMC1 PSMD12 PTCH1 PTDSS1 PTPN11 PWAR1 PWRN1 RAB18 RAB23 RAB3GAP1 RAB3GAP2 RAC3 RAD21 RAD51C RBMY1A1 RBP3 RDH12 REEP6 RERE RFC2 RFX7 RGR RHO RIPK4 RLBP1 RLIM RNASEH2A RNASEH2B RNASEH2C RNF113A RNF212 RNU4ATAC RNU7-1 ROBO1 ROM1 ROR2 RP1 RP1L1 RP2 RP9 RPE65 RPGR RPL10 RPL10L RSPO1 RSPO2 RTL1 RTTN RXYLT1 RYR1 SAG SALL1 SAMD9 SAMHD1 SATB2 SC5D SCAPER SCLT1 SCN1B SCN2A SDCCAG8 SEMA3A SEMA3E SEMA4A SETBP1 SGPL1 SHH SHOC1 SIK1 SIL1 SIM1 SIN3A SIX3 SIX6 SKI SLC25A22 SLC25A24 SLC29A3 SLC32A1 SLC39A4 SLC7A14 SMAD4 SMARCA2 SMC1A SMC3 SMCHD1 SMO SNORD115-1 SNORD116-1 SNRNP200 SNRPN SOHLH1 SOX10 SOX2 SOX3 SOX9 SPAG17 SPATA7 SPEN SPRY4 SPTBN1 SRA1 SRD5A2 SRY STAG1 STAG3 STT3A STT3B STX1A STXBP1 SUFU SUZ12 SYCE1 SYCP3 TAC3 TACR3 TAF4B TAPT1 TBC1D20 TBCE TBL1XR1 TBL2 TBX3 TCF12 TCF4 TCOF1 TCTN3 TDGF1 TDRD9 TERB1 TERB2 TEX11 TEX14 TEX15 TGIF1 THOC2 THOC6 TMEM216 TMEM270 TOE1 TOGARAM1 TOPORS TP63 TREX1 TRIM32 TRIM8 TRPM3 TRRAP TSPY1 TSPYL1 TTC8 TUB TUBB TULP1 TWIST2 TYMS UBA1 UBE2A UBE3B UBE4B UBR1 UBR7 USH2A USP7 USP9Y VAC14 VAMP7 VPS35L VPS37D WASHC5 WDPCP WDR11 WDR35 WNT5A WNT7A WT1 WWOX XPA XPC XRCC2 XRCC4 YWHAE ZEB2 ZFPM2 ZIC2 ZMPSTE24 ZMYND15 ZNF408 ZNF513 ZPR1 HP_EXTERNAL_OPHTHALMOPLEGIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EXTERNAL_OPHTHALMOPLEGIA ACADS APTX ATG7 ATXN3 BIN1 C1QBP COL25A1 DGUOK DNA2 DNM2 FA2H FRG1 GIPC1 HPDL KIF21A LIG3 LRP12 LYRM7 MFF MGME1 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TE MT-TF MT-TH MT-TK MT-TL1 MT-TL2 MT-TN MT-TQ MT-TS1 MT-TS2 MT-TT MT-TW MTM1 MTMR14 MTRFR MYF5 MYF6 NDUFAF2 NOTCH2NLC NSUN3 NUTM2B-AS1 OPA1 PHOX2A POLG POLG2 POLRMT RILPL1 RNASEH1 RRM2B RYR1 SALL4 SCN4A SDHA SDHAF1 SDHB SDHD SLC19A3 SLC25A4 SLC52A3 STIM1 STUB1 TK2 TOP3A TUBA1A TUBB2B TUBB3 TWNK TYMP VARS2 HP_EXTRACTABLE_NUCLEAR_ANTIGEN_POSITIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EXTRACTABLE_NUCLEAR_ANTIGEN_POSITIVITY BANK1 BLK C1QB C4A C4B CR2 CTLA4 DNASE1 ETS1 FCGR2B FCGR3B HLA-DRB1 IGHG1 IL10 IRAK1 IRF5 ITGAM JAZF1 KIAA0319L MECP2 PDCD1 PTPN22 PXK SOCS1 SPP1 STAT4 TLR7 TNFAIP3 TNFSF4 TNIP1 TREX1 UBE2L3 HP_EXTRAHEPATIC_CHOLESTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EXTRAHEPATIC_CHOLESTASIS BRCA1 BRCA2 CDKN1B CDKN2A KRAS PALB2 PALLD RABL3 SMAD4 TP53 HP_EXTRAMEDULLARY_HEMATOPOIESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EXTRAMEDULLARY_HEMATOPOIESIS AKR1D1 ANK1 CA2 CALR EPB42 FERMT3 FGFR2 HBB JAK2 LARS2 MPL OSTM1 RBM10 SLC4A1 SPTA1 SPTB TET2 TNFSF11 VPS45 HP_EXTRAPYRAMIDAL_DYSKINESIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EXTRAPYRAMIDAL_DYSKINESIA ACAT1 C9orf72 DPYS SLC2A1 TSEN2 TSEN54 HP_EXTRAPYRAMIDAL_MUSCULAR_RIGIDITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EXTRAPYRAMIDAL_MUSCULAR_RIGIDITY ADAR ATP6AP2 CLN3 HLA-DQB1 IFIH1 LSM11 MAPT MICU1 OPA3 PRNP RNASEH2A RNASEH2B RNASEH2C RNU7-1 SAMHD1 TAF1 TREX1 HP_EXTRA_AXIAL_CEREBROSPINAL_FLUID_ACCUMULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EXTRA_AXIAL_CEREBROSPINAL_FLUID_ACCUMULATION BICD2 COPB2 EXOSC2 GRIK2 LMNB1 LMNB2 MADD NUP214 PPP1R21 STAMBP TBCK TET3 TRAPPC12 TSEN15 HP_EXUDATIVE_RETINAL_DETACHMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EXUDATIVE_RETINAL_DETACHMENT CFH CFI EFEMP1 FRG1 IGFBP7 HP_EXUDATIVE_VITREORETINOPATHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EXUDATIVE_VITREORETINOPATHY BAP1 CTNNB1 FZD4 LRP5 NDP TSPAN12 VCAN ZNF408 HP_EYELID_APRAXIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EYELID_APRAXIA ATP13A2 MAPT PANK2 PLA2G6 SYNJ1 HP_EYELID_COLOBOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EYELID_COLOBOMA ADAR ADNP ALX1 CCNQ CDH11 CHD7 DHODH EDNRA ESCO2 FGFR1 FLI1 FRAS1 FREM1 IFIH1 KCTD1 KRAS LSM11 POLR1A POLR1B POLR1C POLR1D RIPK4 RNASEH2A RNASEH2B RNASEH2C RNU7-1 RPL26 SAMHD1 SEMA3E SF3B2 SF3B4 SLC25A24 TCOF1 TREX1 TWIST1 TXNL4A HP_EYELID_MYOCLONUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EYELID_MYOCLONUS ASAH1 ATP1A3 DHFR GRIN1 KCNC2 PLA2G6 RORA RORB SLC6A1 HP_EYE_MOVEMENT_INDUCED_PAIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EYE_MOVEMENT_INDUCED_PAIN AGBL1 COL8A2 SLC4A11 TCF4 ZEB1 HP_EYE_OF_THE_TIGER_ANOMALY_OF_GLOBUS_PALLIDUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EYE_OF_THE_TIGER_ANOMALY_OF_GLOBUS_PALLIDUS C19orf12 COASY DLAT FA2H FTL NUDT2 PANK2 PLA2G6 VPS41 WDR45 HP_EYE_POKING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_EYE_POKING CRB1 GUCY2D NMNAT1 RPE65 TULP1 HP_FACIAL_ASYMMETRY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FACIAL_ASYMMETRY ADAT3 AKT1 AKT2 ANOS1 ASPH ATR BCR BMP4 BRCA1 BRCA2 BRIP1 CDH11 CDK13 CEP152 CEP85L CHD7 CHN1 CHRNG CHST14 CLTCL1 COL1A1 COL2A1 CPLX1 CRKL CTBP1 CTNND1 DACT1 DDX59 DHX37 EBP EDN1 EDNRA EFNB1 ELMO2 ELOVL4 ERCC4 EYA1 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FGF9 FGFR2 FGFR3 FGFRL1 FLI1 FLNA FN1 FRAS1 GDF3 GDF5 GDF6 GNAI3 GNAS GUSB H19 HRAS IGF2 KAT6A KCNJ2 KCNJ5 KCNQ1OT1 KDM4B KMT2A KMT2D KRAS LETM1 LRP4 MACF1 MAD2L2 MAF MAFB MAN2C1 MAPK1 MEOX1 MYCN MYH3 MYH8 NBAS NF1 NFIX NOG NRAS NSD2 NTRK2 OFD1 PALB2 PAX1 PIEZO2 PIGN PIK3CA PKD2 PLCB4 POLR1B PORCN PPP2R1A PPP2R5D PSMD12 PTEN PUF60 PURA RAD51 RAD51C RFWD3 RFX7 RHOA SALL1 SALL4 SATB2 SEMA3E SEPTIN9 SET SF3B2 SIN3A SIX1 SIX5 SLC12A6 SLC37A4 SLX4 SMC1A SMC3 SMO SMS SON SOX5 SP7 TRIO TRPM3 TWIST1 UBE2T USP9X XRCC2 YY1 ZIC1 HP_FACIAL_CAPILLARY_HEMANGIOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FACIAL_CAPILLARY_HEMANGIOMA CD96 DHCR7 EPHB4 ESCO2 GLI3 MGAT2 POR RASA1 RBM8A RECQL4 TRPM3 HP_FACIAL_CLEFT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FACIAL_CLEFT ALX1 ALX4 COLEC10 DYNC2H1 DYNC2I1 DYNC2I2 EVC EVC2 FRAS1 IFT80 POLR1B POLR1C POLR1D RIPK4 SF3B2 SPECC1L TCOF1 WDR35 ZSWIM6 HP_FACIAL_DIPLEGIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FACIAL_DIPLEGIA ABCA1 ACTA1 ADCY6 ADGRG1 BIN1 CFL2 CNTNAP1 COL25A1 CRPPA CRYAB DMPK FKRP FKTN GLE1 KBTBD13 KLHL40 KLHL41 LMOD3 MPZ MTRFR MYPN NEB PI4KA POLG POLG2 POMT1 RRM2B RYR1 SCO2 SHMT2 SLC12A6 SLC25A4 SLC52A3 SOST SPEG SRPX2 SUCLA2 TK2 TPM2 TPM3 TTN TWNK VCP YME1L1 ZFHX4 HP_FACIAL_EDEMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FACIAL_EDEMA ACTB ACTG1 ACTN4 ADAMTS2 AIP ALB ANAPC1 ANGPT1 ANKFY1 ANLN ANTXR1 APOL1 ARHGAP24 ARHGDIA BAZ1B BCL7B BUD23 CAMTA1 CCBE1 CD2AP CDH11 CLIP2 COL1A1 COL4A3 COL5A1 COL5A2 COQ8B CRB2 CTLA4 DAAM2 DHX30 DNAJC30 DNMT3B DUOX2 DUOXA2 DUX4 DUX4L1 EIF4H ELN EMP2 EPHB4 F12 FKBP6 FOXG1 FRG1 FRMD4A GAPVD1 GNPTAB GPR101 GSN GTF2I GTF2IRD1 GTF2IRD2 HAVCR2 HESX1 HLA-DPA1 HLA-DPB1 HS3ST6 IGSF3 INF2 IYD KAT6A KCTD1 KIF1A KNG1 KNSTRN KPTN LHX3 LHX4 LIMK1 LTBP4 MAGI2 MED12L METTL27 MLXIPL MYD88 MYO1E MYOF NCF1 NEU1 NPHS1 NPHS2 NUP107 NUP133 NUP160 NUP205 NUP37 NUP85 NUP93 PAX2 PEX2 PEX5 PIEZO1 PIK3CD PLCE1 PLG POMP POU1F1 POU4F1 PROP1 PRTN3 PSMB4 PSMB9 PSPH PTPN22 PTPRO RECQL4 RFC2 RIN2 SERPING1 SHANK3 SLC29A3 SLC35C1 SLC5A5 SMCHD1 SNX14 SOX18 SPTBN1 STX1A SUMF1 TBC1D8B TBL2 TG TGFBI TMEM270 TNFRSF1A TPO TRPC6 TSHB VPS37D WT1 XPNPEP2 ZNHIT3 HP_FACIAL_ERYTHEMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FACIAL_ERYTHEMA ADGRE2 AIP ANAPC1 BLM C1QB GJA1 GNB2 KCNQ2 MBTPS2 RECQL4 RHOH USP8 HP_FACIAL_GRIMACING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FACIAL_GRIMACING ALDH7A1 ATXN8OS CP CREBBP EP300 GATAD2B GLI3 LRIG2 PANK2 PDE2A PLPBP PNKD HP_FACIAL_HEMANGIOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FACIAL_HEMANGIOMA ASXL1 CCDC22 CD96 DHCR7 DPYSL5 EPHB4 ESCO2 GLI3 GNA14 GNAQ MGAT2 POR PPP1CB RASA1 RBM8A RECQL4 SETBP1 SLC26A2 SRD5A3 STAC3 TRPM3 VPS35L WASHC5 HP_FACIAL_HYPEROSTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FACIAL_HYPEROSTOSIS AKT1 AMER1 GJA1 PTDSS1 SOST HP_FACIAL_HYPERTRICHOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FACIAL_HYPERTRICHOSIS ABCA5 ADAMTS3 ADAT3 AFF3 AFF4 AIP ALG9 AMMECR1 ANKRD11 ARID1B ARL3 ARX ASH1L ASXL1 ASXL2 ASXL3 ATP6V1B2 B3GLCT BCAS3 BICRA BMP2 BPTF BRD4 CCDC47 CDC42 CDC42BPB CDH11 CDH2 CDK10 CDKL5 CDON CERT1 CHD5 CHMP1A CHRNA7 CHSY1 CLCN3 CLP1 COX5A CREBBP CSNK2A1 CTCF CUL4B CWF19L1 DDB1 DEAF1 DHX30 DOCK7 EBF3 EDN3 EDNRB EHMT1 EMC10 EP300 ERLIN2 FBXO28 FBXO31 FGF3 FGFR1 FHL1 FLII FRA10AC1 FREM1 GABRA3 GATA1 GJA5 GJA8 GNB2 GNE GNS GPR101 HDAC8 HEATR3 HECTD4 HGSNAT HID1 HIVEP2 HMGA2 HNRNPU HSPA9 IGF1R IL1RAPL1 INSR IQSEC2 JARID2 KATNB1 KCNH1 KCNK4 KCNMA1 KCNN3 KDM1A KDM4B KIF26A KIFBP KIT KLF13 KMT2A KNL1 LEMD3 MAB21L1 MAP1B MAPK8IP3 MAPRE2 MASP1 MBD5 MED13 MED27 MITF NAGLU NANS NDST1 NECTIN1 NFIX NIPBL NMNAT1 NOTCH2 NSUN2 NUDT2 OGT PACS1 PACS2 PAX3 PCDHGC4 PHF8 PHIP PIGN POLR3A PPP1R15B PRKG2 PRR12 PSMC3 PSMD12 PTCH1 RAB3GAP1 RAC1 RAD21 RAI1 RPS23 RUSC2 SCN4A SETBP1 SETD5 SGSH SLC1A4 SLC25A24 SMARCA2 SMC1A SMC3 SMCHD1 SMS SNAI2 SNX14 SOX10 SPEN SPOP SPTBN1 STAG1 TAF1 TAF6 TALDO1 TASP1 TBCD TBCK TFE3 TMCO1 TMEM147 TMEM94 TOE1 TRAPPC10 TRAPPC9 TRIM8 TRIO TRMT1 TRMT10A TTI2 TUBGCP2 UBE2A UFC1 UGDH UGP2 UQCC2 UROD UROS VPS33A WAC WARS1 WNT4 XYLT1 ZBTB20 ZIC2 ZMYND11 ZNF292 ZNF407 ZNF699 ZNF711 HP_FACIAL_HYPOTONIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FACIAL_HYPOTONIA AMPD2 AP4B1 AP4E1 AP4M1 AP4S1 ASXL1 ATP1A2 ATP1A3 CACNA1A CAMK2G CHAMP1 DMPK DSE DYNC1H1 GAA GPC3 GPC4 GRIA3 HERC1 KCNK4 KDM4B KDM5C MAN2B1 MECP2 MYOT NGLY1 PAX7 PCGF2 POGZ POU3F3 PPP2R1A PPP2R5D PURA RAB11B SATB2 SET SLC1A3 SLC30A9 STAG2 STRADA TET3 UNC80 VPS13B XYLT2 YY1 ZBTB11 ZMIZ1 HP_FACIAL_MYOKYMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FACIAL_MYOKYMIA ABCD1 ADCY5 ATP13A2 LGI3 PNPT1 PPP2R2B PRKCG SPTBN2 HP_FACIAL_PARALYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FACIAL_PARALYSIS ATP1A2 CACNA1A CLCN7 COL4A1 MTRFR NFU1 PRRT2 SCN1A SH3TC2 TCIRG1 TNFSF11 HP_FACIAL_SHAPE_DEFORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FACIAL_SHAPE_DEFORMATION ACE AGT AGTR1 CEP55 FGF20 GFRA1 HIBCH ITGA8 MAN2B1 NPHP3 PAX2 PBX1 PKHD1 REN UBA1 HP_FACIAL_TELANGIECTASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FACIAL_TELANGIECTASIA ACVRL1 ARPC4 ARX ATR ATRX BLM CAST DAXX GNPTAB POLE SDHD SLC29A3 SLC2A10 SOX18 VPS53 WNT10A HP_FACIAL_TICS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FACIAL_TICS ATP1A2 CACNA1A GABRA1 GABRG2 KCNQ2 KCNQ3 PCDH19 PLA2G6 PNPT1 PRRT2 SCN1A SCN1B SCN2A SCN9A TTR HP_FAILURE_OF_ERUPTION_OF_PERMANENT_TEETH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FAILURE_OF_ERUPTION_OF_PERMANENT_TEETH FLNB MAP3K7 PTH1R SMCHD1 TCF4 HP_FAILURE_TO_THRIVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FAILURE_TO_THRIVE AARS1 AARS2 AASS ABCA12 ABCA3 ABCB11 ABCC6 ABCC8 ABCD1 ABCD4 ABL1 ACAD9 ACADS ACD ACO2 ACOX1 ACSF3 ACSL5 ACTA1 ACTB ACTG1 ACTL6B ACVR1 ADA ADAM17 ADAR ADAT3 ADCY5 ADH5 ADK ADNP AFF3 AGPAT2 AGPS AGR2 AGTPBP1 AGXT AHCY AHDC1 AIMP1 AK2 AKR1D1 AKT1 ALAD ALDH18A1 ALDOB ALG11 ALG12 ALG3 ALG6 ALG8 ALG9 ALOX12B ALOXE3 ALPL AMACR AMER1 AMN ANKRD55 ANO1 ANTXR2 AP1B1 AP3B2 AQP2 ARCN1 ARFGEF2 ARHGAP31 ARID1B ARPC1B ARV1 ARVCF ARX ASAH1 ASCL1 ASL ASNS ASS1 ASXL1 ASXL3 ATM ATP1A2 ATP1A3 ATP5F1A ATP5F1B ATP6AP1 ATP6V0A2 ATP6V0A4 ATP6V1A ATP6V1E1 ATP7A ATP7B ATP8B1 ATP9A ATPAF2 ATXN7 AUH AVPR2 B3GALT6 B4GALT7 BANF1 BAZ1B BCAP31 BCL7B BCS1L BICRA BLNK BMP4 BMPR1A BPTF BRAF BRCA1 BRCA2 BRD4 BRF1 BSCL2 BSND BTK BUD23 C2orf69 CA12 CA2 CACNA1A CACNA1B CACNA2D1 CAD CAMKMT CARMIL2 CARS1 CARS2 CASK CASP8 CASR CASZ1 CAV1 CAVIN1 CBFB CBL CBS CD19 CD247 CD3D CD3E CD3G CD40LG CD79A CD79B CD81 CD96 CDC45 CDC6 CDK19 CDKL5 CDON CDT1 CEACAM3 CEACAM6 CELF2 CENPJ CENPT CERS3 CFTR CHD7 CHRM3 CHRNA3 CHRNG CIITA CIT CLCA4 CLCN3 CLCNKA CLCNKB CLDN16 CLIP2 CLMP CLTC CNKSR2 COA8 COG1 COG4 COG6 COG7 COG8 COL12A1 COL4A5 COL4A6 COL6A1 COL6A2 COL6A3 COL7A1 COMT COPB2 COX10 COX4I1 COX4I2 COX5A COX7B CPLANE1 CPLX1 CPS1 CPSF3 CR2 CREBBP CSF2RA CSF2RB CSNK2A1 CSPP1 CTBP1 CTCF CTNS CUBN CUL3 CYB5A CYC1 CYFIP2 CYP11A1 CYP11B2 CYP17A1 CYP24A1 CYP27B1 CYP2R1 CYP7B1 DACT1 DALRD3 DCLRE1C DCTN4 DDB2 DDOST DEAF1 DEGS1 DGAT1 DGUOK DHCR24 DHCR7 DHDDS DISP1 DKC1 DLD DLL1 DLL4 DMXL2 DNAJC19 DNAJC21 DNAJC30 DNASE2 DNM1 DNM1L DNMT3B DOCK6 DOLK DPAGT1 DPM1 DPM2 DPP9 DPYD DSG1 DSP DYM DYNC2I1 DYNC2LI1 DYRK1A EARS2 EBP ECE1 EDN3 EDNRA EDNRB EEF1A2 EFL1 EGFR EHMT1 EIF4H EIF5A ELAC2 ELMO2 ELN EN1 ENPP1 EOGT EP300 EPCAM EPG5 EPRS1 ERBB2 ERBB3 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ERMARD ETHE1 EVC EVC2 EXOSC3 EXOSC8 EXOSC9 FAH FAM111A FAM149B1 FANCF FARSB FBN1 FBXL4 FBXO28 FCGR2A FDFT1 FDXR FGD1 FGF12 FGF13 FGF8 FGFR1 FGFRL1 FH FIG4 FKBP6 FLCN FLII FLNA FMR1 FOCAD FOS FOXH1 FOXP1 FOXP3 FOXRED1 FTO FUCA1 FUT8 FZR1 G6PC3 GAA GABBR2 GABRA2 GABRA5 GABRB2 GABRD GABRG2 GALC GALE GALK1 GALM GALT GAS1 GATA6 GATM GBA1 GBE1 GCDH GCK GCLC GDNF GFAP GGPS1 GJA1 GJA5 GJA8 GJB2 GJB6 GLB1 GLI1 GLI2 GLUD1 GLYCTK GMNN GNAO1 GNB1 GNB2 GNPAT GNPTAB GOLGA2 GP1BB GPD1 GPIHBP1 GPR161 GPT2 GRB10 GRIA4 GRIN1 GRIN2D GRM7 GSTM3 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GTPBP2 GTPBP3 GYS2 H19 H3-3B H4C5 HACD1 HADH HADHA HADHB HBA1 HBA2 HBB HCCS HCFC1 HCN1 HDAC8 HERC2 HESX1 HEXB HFE HIBCH HIKESHI HIRA HIVEP2 HLA-DQA1 HLA-DQB1 HMGA2 HMOX1 HNRNPH1 HNRNPH2 HNRNPK HPD HPDL HRAS HSD11B2 HSD17B4 HSD3B2 HSD3B7 HSPG2 HTRA2 HYMAI IARS1 ICOS IDH1 IFNG IFT140 IGF1 IGF2 IGHM IGHMBP2 IGLL1 IKBKB IKBKG IL1RN IL21 IL21R IL2RA IL2RB IL2RG IL7R INS INSR IPO8 IQSEC2 IRF2BP2 IRF8 ITCH ITGA7 JAG1 JAGN1 JAK1 JAK3 JMJD1C KANSL1 KARS1 KAT6B KCNA1 KCNA2 KCNAB2 KCNB1 KCNJ1 KCNJ11 KCNJ6 KCNN4 KCNQ2 KCNT1 KDM5C KDM6A KIAA0586 KIAA0753 KIF15 KIF1B KIF7 KLLN KMT2A KMT2C KMT2D KMT5B KRAS KRT14 KRT16 KRT17 KRT5 KRT6A KRT6B LAMA3 LAMB3 LAMC2 LARS1 LAT LBR LCK LEMD3 LETM1 LGI3 LHX4 LIG4 LIMK1 LINS1 LIPA LMBRD1 LMNA LMNB1 LPIN2 LRBA LRPPRC LRRC8A LRRK1 LTC4S LUZP1 LYRM4 LYRM7 MAGEL2 MAP2K1 MAP2K2 MAP3K20 MAP3K7 MAPKAPK5 MARS1 MARS2 MBL2 MBTPS2 MC2R MCCC1 MCCC2 MCEE MCM4 MCTP2 MDH2 MECP2 MECR MED12 MED17 MEGF10 METTL27 MGAT2 MICOS13 MIF MIPEP MKKS MKRN3 MLXIPL MMAA MMAB MMACHC MMADHC MMP23B MMUT MPDU1 MPI MPV17 MRAP MRPL12 MRPL3 MRPS14 MRPS2 MRPS28 MRPS7 MS4A1 MSMO1 MT-ATP6 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TK MT-TL1 MT-TN MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTHFR MTO1 MTR MTRFR MTRR MTTP MVK MYH3 MYH7 MYL2 MYMK MYMX MYO5B MYOD1 NACC1 NADK2 NAGS NALCN NCAPG2 NCF1 NDN NDP NDUFA1 NDUFA11 NDUFA13 NDUFA2 NDUFA4 NDUFA6 NDUFA8 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB8 NDUFB9 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NECAP1 NEDD4L NELFA NEUROD2 NEUROG3 NEXMIF NFASC NFE2L2 NFIA NFIX NFKB1 NFKB2 NFKBIA NFU1 NGLY1 NHLRC2 NIPAL4 NIPBL NKX2-1 NLRC4 NLRP1 NNT NODAL NONO NOTCH1 NOTCH2 NPAP1 NR0B1 NR1H4 NR3C2 NRCAM NRTN NSD2 NSMCE3 NSRP1 NSUN3 NTRK2 NUBPL NUP214 NUP54 NUP62 NUS1 OCA2 OCLN OCRL OFD1 OGDHL ORAI1 ORC1 ORC4 ORC6 OSGEP OTC OTUD6B OTULIN PACS1 PACS2 PARN PARS2 PAX2 PBX1 PCCA PCCB PCGF2 PCSK1 PDE6D PDGFRB PDHX PDPN PDX1 PEPD PERCC1 PET100 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PGAP1 PGM3 PHGDH PHKA2 PHKG2 PHOX2B PIEZO2 PIGA PIGB PIGG PIGP PIGQ PIK3CA PIK3CD PIK3R1 PKP1 PLAA PLAGL1 PLCB1 PLCH1 PLP1 PMM2 PMPCB PNKP PNP PNPLA1 PNPO PNPT1 POC1A POGZ POLA1 POLG POLG2 POLR1B POLR1C POLR1D POLR2A POLR3A POLR3K POMC POMP POU1F1 PPARG PPFIBP1 PPM1B PPP1CB PPP3CA PRDM16 PRDX1 PREPL PRF1 PRKACA PRKACB PRKCD PRKCZ PRMT7 PROKR2 PRPS1 PSAP PSAT1 PSMB10 PSMB4 PSMB8 PSMB9 PSMC1 PSMD12 PTCH1 PTDSS1 PTEN PTF1A PTPN11 PTPN2 PTPN22 PTRH2 PUS1 PUS3 PWAR1 PWRN1 PYCR1 PYCR2 PYGL RAB3GAP1 RAC2 RAD21 RAG1 RAG2 RAI1 RAPSN RARB RARS2 RASGRP1 RBCK1 RBM10 RBPJ RECQL4 RELB RERE RET RFC2 RFT1 RFX5 RFXANK RFXAP RIPK1 RIT1 RMRP RNF13 RNF2 RNU4ATAC RNU7-1 ROBO1 RPL5 RPS19 RREB1 RRM2B RTEL1 RTTN RYR1 RYR3 SALL1 SAR1B SARS2 SBDS SC5D SCN1A SCN1B SCN2A SCN3A SCN8A SCNN1A SCNN1B SCNN1G SCO1 SDHB SDHC SDHD SDR9C7 SEC23B SEC24C SEC31A SELENON SEMA3C SEMA3D SERAC1 SERPINA1 SETBP1 SETD2 SFTPB SFTPC SGO1 SH2B1 SH3TC2 SHH SHOC2 SIK1 SIL1 SIM1 SIN3A SIX3 SKI SKIC2 SKIC3 SLC10A2 SLC11A1 SLC12A1 SLC12A3 SLC12A5 SLC13A5 SLC16A2 SLC17A5 SLC1A2 SLC1A3 SLC22A5 SLC25A13 SLC25A15 SLC25A19 SLC25A21 SLC25A22 SLC25A24 SLC25A3 SLC25A4 SLC25A46 SLC26A3 SLC26A9 SLC2A2 SLC30A9 SLC32A1 SLC34A1 SLC34A3 SLC35A2 SLC35C1 SLC37A4 SLC38A3 SLC39A13 SLC39A4 SLC39A7 SLC39A8 SLC3A1 SLC46A1 SLC4A1 SLC51A SLC5A1 SLC6A14 SLC6A8 SLC7A7 SLC9A3 SMAD4 SMARCA2 SMARCAL1 SMARCC2 SMARCD2 SMC1A SMC3 SMO SMOC1 SMPD1 SNAP29 SNORD115-1 SNORD116-1 SNRPN SNX10 SON SOX9 SP110 SPATA5 SPEN SPI1 SPINK5 SPOP SPTBN1 SRD5A3 SREBF1 SRP54 SSR4 ST3GAL5 STAG1 STAG2 STAMBP STAR STAT3 STAT4 STAT5B STIL STING1 STRA6 STRADA STT3A STT3B STX1A SUCLA2 SUCLG1 SUGCT SULT2B1 SURF1 SYNGAP1 SYNJ1 SYT2 SZT2 TAFAZZIN TALDO1 TAOK1 TASP1 TBC1D24 TBL1XR1 TBL2 TBR1 TBX1 TBX4 TCF3 TCF4 TCIRG1 TCN2 TCOF1 TCTN3 TDGF1 TERT TFAM TFRC TGDS TGFB1 TGFB3 TGIF1 TGM1 TIMM50 TIMMDC1 TINF2 TJP2 TK2 TKFC TLK2 TLL1 TMEM106B TMEM126B TMEM165 TMEM216 TMEM270 TMEM70 TMPRSS15 TNFRSF11B TNFRSF13B TNFRSF13C TNFSF12 TNPO2 TOM1 TOPORS TPI1 TPM2 TPM3 TRAC TRAK1 TRAPPC2 TRIM8 TRIO TRIT1 TRMT10C TRMT5 TSHB TTC26 TTN TWIST2 TWNK TXNRD2 TYMS UBA2 UBA5 UBE3B UBE4B UBR1 UFC1 UFD1 UMPS UNC45A UNC80 UQCC2 USF3 USP7 VAC14 VDR VHL VIPAS39 VPS13B VPS33B VPS37A VPS37D VPS45 VPS51 VPS53 VRK1 WDR11 WDR26 WDR4 WDR62 WNT2B WNT7B WWOX XPA XPC YARS1 YARS2 YWHAG ZAP70 ZEB2 ZFP57 ZIC2 ZIC3 ZMPSTE24 ZNF668 ZNF699 ZNFX1 ZSWIM6 HP_FAILURE_TO_THRIVE_IN_INFANCY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FAILURE_TO_THRIVE_IN_INFANCY ABCC6 ABCD1 ATP7A BAZ1B BCL7B BPTF BRAF BUD23 CARS1 CD19 CD81 CD96 CLIP2 COG1 COG4 COG8 COPB2 COX5A CR2 CSF2RA CSF2RB CTNS DEAF1 DNAJC30 DYRK1A ECE1 EDN3 EDNRB EIF4H ELN ENPP1 ERBB2 ERBB3 ERCC1 FDFT1 FGFR1 FIG4 FKBP6 FLII FOXP1 FOXP3 GDNF GTF2I GTF2IRD1 GTF2IRD2 HADHA HADHB HBB HERC2 HPDL HRAS ICOS IL1RN IL2RA IQSEC2 IRF2BP2 ITCH JAK3 KIF15 KRAS LIMK1 LTC4S MAGEL2 MAP2K1 MAP2K2 MCCC1 MCCC2 METTL27 MKRN3 MLXIPL MS4A1 MVK MYOD1 NCF1 NDUFA4 NFKB1 NFKB2 NPAP1 NRTN NSMCE3 OTULIN POLA1 PRKCD PSAT1 PSMB10 PSMD12 PTPN11 PUS3 PWAR1 PWRN1 PYGL RAC2 RAI1 RECQL4 RET RFC2 SCNN1A SCNN1B SCNN1G SEMA3C SEMA3D SETBP1 SETD2 SLC16A2 SLC25A13 SLC30A9 SLC35A2 SLC39A8 SMO SNORD115-1 SNORD116-1 SON SP110 SPOP SREBF1 STX1A TBL2 TGFB3 TK2 TKFC TMEM270 TNFRSF13B TNFRSF13C TNFSF12 TOM1 UNC80 VPS13B VPS37D YARS1 HP_FAILURE_TO_THRIVE_SECONDARY_TO_RECURRENT_INFECTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FAILURE_TO_THRIVE_SECONDARY_TO_RECURRENT_INFECTIONS CD247 CD3D CD3E IL7R RAG1 RAG2 HP_FAIR_HAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FAIR_HAIR ABCA2 AP3B1 BLOC1S5 DPP9 IFT140 KANSL1 LPAR6 MOGS PAH PDE4D PIGN RMRP SLC17A5 SLC24A5 SNRPN TAFAZZIN TP63 UBE3A UBR1 HP_FALCIFORM_RETINAL_FOLD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FALCIFORM_RETINAL_FOLD CTNNB1 FZD4 LRP5 NDP TSPAN12 ZNF408 HP_FALLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FALLS ACBD5 ALDH18A1 ATP13A2 ATP6AP2 CACNA1A CERS1 CHD2 CUX2 DAB1 DMD DNA2 DNM1 FA2H FAR1 FXN GABRB3 GAN GNB2 LRAT MAPK10 MAPT MYH7 NDUFS8 NEFL NKX2-1 OGDH ORAI1 PDE2A POPDC3 PRKAR1B PTS RAPSN SACS SCN1A SDHB SET SLC25A21 SPTBN1 TTN VPS13A HP_FASCICULATIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FASCICULATIONS ADPRS AGTPBP1 AIFM1 ANO10 ANXA11 AR ASAH1 ATAD1 ATP11A ATP1A2 ATP2A1 ATXN1 ATXN10 ATXN2 ATXN3 BICD2 CACNA1A CCNF CEP126 CHCHD10 CHMP2B COL25A1 COQ6 CPLANE1 CRYAB DCTN1 DENND5A DMD EEF2 EGR2 ELOVL4 ERGIC1 ERLIN1 EXOSC3 EXOSC8 EXOSC9 FBXO38 FUS FXR1 GLA GLRA1 GLRB GPHN GRN HACE1 HEXB HINT1 HNRNPA1 HNRNPA2B1 HSPB1 JAG1 KCNK9 KIF1C LGI3 LRSAM1 LZTR1 MAPT MARS1 MED11 MEGF10 MINPP1 MORC2 MPZ NDUFS4 NEFH NEFL NF2 NOP56 OPTN PFN1 PMP22 PNPLA2 PRPH PRRT2 PRUNE1 PRX PSAP PSEN1 RAB7A RMND1 RYR1 SCN1A SCN4A SCO2 SCYL2 SH3TC2 SLC25A21 SLC25A46 SLC52A2 SLC52A3 SLC6A5 SMARCB1 SMN1 SMN2 SOD1 SPG11 SPTLC1 SQSTM1 SYNE1 SYT2 TARDBP TBCD TBK1 TFG TMEM106B TOE1 TREM2 TSPYL1 TTC19 UBA1 UCHL1 VAPB VCP VPS13D VPS41 VRK1 VWA1 HP_FASTING_HYPERINSULINEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FASTING_HYPERINSULINEMIA CDKN1B GCK GLUD1 HADH INSR LMNA MEN1 PAPPA2 YY1 HP_FASTING_HYPOGLYCEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FASTING_HYPOGLYCEMIA ABCC8 AKT2 FBP1 G6PC1 GCDH GRB10 GYS2 HNF1A HNF4A IARS2 IGF2 INSR KCNJ11 PCK1 PHKA2 PHKB PHKG2 SECISBP2 SLC1A1 SLC25A20 SLC2A2 TBX19 HP_FATIGABLE_WEAKNESS_OF_BULBAR_MUSCLES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FATIGABLE_WEAKNESS_OF_BULBAR_MUSCLES ACTA1 ANG ANXA11 ATXN2 CCNF CFAP410 CHCHD10 CHMP2B COA8 DAO DCTN1 DES DKK1 EPHA4 ERBB4 FIG4 FUS GIPC1 GLE1 GLT8D1 GMPPB HACD1 HNRNPA1 ITGA7 KBTBD13 KLHL41 LPIN1 LRP12 MAP3K20 MATR3 MT-CO1 MT-CO3 MTM1 MYL2 MYPN NEB NEFH NEK1 NGLY1 NOTCH2NLC OBSCN OPTN PFN1 PON1 PON2 PON3 PPARGC1A PRPH RILPL1 SELENON SOD1 SQSTM1 TAF15 TARDBP TBK1 TPM2 TPM3 TREM2 UBQLN2 UNC13A VAPB VCP HP_FATIGABLE_WEAKNESS_OF_DISTAL_LIMB_MUSCLES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FATIGABLE_WEAKNESS_OF_DISTAL_LIMB_MUSCLES ACTA1 CFL2 HINT1 KLHL41 LDB3 LMOD3 NEB TPM2 HP_FATIGABLE_WEAKNESS_OF_RESPIRATORY_MUSCLES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FATIGABLE_WEAKNESS_OF_RESPIRATORY_MUSCLES ACTA1 AGRN AK9 ANG ANXA11 ATXN2 CACNA1S CCNF CFAP410 CFL2 CHCHD10 CHMP2B CHRNA1 CHRNB1 CHRND CHRNE COL13A1 DAO DCTN1 DES DOK7 EPHA4 ERBB4 FIG4 FUS GLE1 GLT8D1 HNRNPA1 KCNE3 KLHL41 LMOD3 LRP4 MATR3 MUSK NEB NEFH NEK1 OPTN PFN1 PON1 PON2 PON3 PPARGC1A PRPH RAPSN RNASEH1 RRM2B SCN4A SOD1 SQSTM1 TAF15 TARDBP TBK1 TPM2 TREM2 UBQLN2 UNC13A VAPB VCP HP_FATIGABLE_WEAKNESS_OF_SKELETAL_MUSCLES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FATIGABLE_WEAKNESS_OF_SKELETAL_MUSCLES ACADM ACTA1 AGRN AK9 ATRX BRAF CASQ1 CDH23 CFL2 CHRNA1 CHRNB1 CHRND CHRNE COL13A1 DOK7 FKRP FLNC GMPPB HINT1 KCNK9 KLHL41 LARGE1 LDB3 LMOD3 LRP4 MINPP1 MUSK MYPN NEB NR3C1 ORAI1 POMT1 POMT2 RAPSN SCN4A SLC18A3 STIM1 SYNE1 TFG TOE1 TP53 TPM2 TPM3 USP48 USP8 HP_FATIGABLE_WEAKNESS_OF_SWALLOWING_MUSCLES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FATIGABLE_WEAKNESS_OF_SWALLOWING_MUSCLES ANG ANXA11 ATXN2 CCNF CFAP410 CHCHD10 CHMP2B COA8 DAO DCTN1 DKK1 EPHA4 ERBB4 FIG4 FUS GLE1 GLT8D1 HNRNPA1 LPIN1 MATR3 MT-CO1 MT-CO3 MTM1 NEFH NEK1 OBSCN OPTN PFN1 PON1 PON2 PON3 PPARGC1A PRPH SOD1 SQSTM1 TAF15 TARDBP TBK1 TREM2 UBQLN2 UNC13A VAPB VCP HP_FATIGUABLE_WEAKNESS_OF_PROXIMAL_LIMB_MUSCLES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FATIGUABLE_WEAKNESS_OF_PROXIMAL_LIMB_MUSCLES ACTA1 ATRX BRAF CASQ1 CDH23 CFL2 FLNC KCNK9 KLHL41 LMOD3 MYPN NEB NR3C1 ORAI1 STIM1 SYNE1 TFG TP53 TPM2 TPM3 USP48 USP8 HP_FATIGUE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FATIGUE ABCC2 ABCC9 ABCD1 ABL1 ACADM ACTA1 ACTC1 AGK AIP ALAS2 ALB ALDH4A1 ANG ANXA11 AP1S3 AP2S1 ARMC5 ARNT2 ASXL1 ATM ATP13A2 ATP13A3 ATP7A ATRX ATXN2 BCL10 BCL2 BCL6 BCOR BCR BIRC3 BLNK BMP6 BMPR1A BRCA1 BRCA2 BTK BTNL2 C1QBP C4A CALR CARMIL2 CAV3 CBL CCND1 CCNF CCR1 CD244 CD46 CD79A CD79B CDC73 CDH23 CDKN2A CFAP410 CFH CFI CHCHD10 CHMP2B CIITA CITED2 COL1A1 COL1A2 COL5A1 COL5A2 COL9A2 COQ2 CPT1A CTLA4 CTNNB1 DAO DBH DCTN1 DDB2 DLST DMD DNAJC6 DNM1L DNMT3A DYSF EIF2AK4 ELANE EPAS1 EPCAM EPHA4 EPOR ERAP1 ERBB4 ERCC2 ERCC3 ERCC4 ERCC5 FAN1 FAS FGF23 FGFR1 FH FIG4 FIP1L1 FOXA2 FOXE1 FOXP1 FTL FUS GATA2 GATA4 GATA5 GATA6 GBA1 GCH1 GCK GFAP GIMAP5 GJA5 GLA GLE1 GLI2 GLT8D1 GPR101 GPR35 GRM1 HACD1 HAVCR2 HBA1 HBA2 HELLPAR HEPHL1 HESX1 HFE HLA-B HLA-DPA1 HLA-DPB1 HLA-DRB1 HMGCL HNF4A HNRNPA1 IFNGR1 IGHG2 IGHM IGKC IGLL1 IKZF1 IL10 IL12A IL12A-AS1 IL12B IL12RB1 IL18BP IL21 IL23R IL36RN IMPDH2 INSR IRF2BP2 IRF4 IRF5 ITGA7 IVNS1ABP JAK2 KCNA5 KCNE1 KCNE2 KCNJ2 KCNJ3 KCNJ5 KCNN4 KCNQ1 KIF1B KIF23 KIT KL KLRC4 KPNA3 KRAS LBR LHX3 LHX4 LRIF1 LRRC8A MALT1 MAP3K20 MATR3 MAX MC2R MDH2 MDM4 MEFV MEN1 MET MLH1 MLH3 MLX MMADHC MMEL1 MORC2 MPL MRAP MSH2 MSH6 MST1 MT-TK MYD88 MYH6 MYH7 MYL2 MYL4 NAB2 NABP1 NAGS NAXE NEFH NEK1 NF1 NFKB2 NFKBIL1 NKX2-1 NKX2-5 NKX2-6 NLRC4 NLRP3 NNT NPM1 NPPA NR3C1 NR4A2 NUMA1 NUP155 OPA1 OPTN OTX2 P4HA2 PALB2 PALLD PAX8 PDGFRA PFN1 PGM1 PHIP PHKA2 PHKB PHKG2 PIEZO1 PIGT PIK3CA PIK3CG PIK3R1 PITX2 PLEC PLEKHM1 PML PMS1 PMS2 PNPLA8 PODXL POLG POLG2 POLR3GL POMGNT1 PON1 PON2 PON3 POU1F1 POU2AF1 PPARGC1A PPP2R5D PREPL PRKAR1A PROKR2 PROP1 PRPH PRTN3 PSAP PSTPIP1 PTPN22 PTPN3 PYGM RABL3 RACGAP1 RAPSN RARA RET RHAG RIN2 RPS20 RRM2B RUNX1 RYR1 SCN1B SCN2B SCN3B SCN4A SCN4B SCN5A SCNN1A SCNN1B SCNN1G SDHA SDHAF2 SDHB SDHC SDHD SELENON SEMA4A SEMA4D SERPINA6 SH2B3 SIN3A SLC11A1 SLC12A3 SLC18A2 SLC18A3 SLC22A4 SLC25A11 SLC25A26 SLC25A4 SLC26A4 SLC2A10 SLC34A2 SLC39A7 SLC3A1 SLC40A1 SLC4A1 SMAD2 SMAD3 SMAD4 SOD1 SOX2 SOX3 SPI1 SPIB SPTBN1 SQSTM1 SRSF2 STAR STAT1 STAT3 STAT4 STAT5B STAT6 STEAP3 SYNJ1 TAF15 TAFAZZIN TARDBP TBK1 TBL1XR1 TBX19 TBX20 TCF3 TCF4 TET2 TFR2 TGFBR2 THRB TICAM1 TK2 TLL1 TLR3 TLR4 TMEM126B TMEM127 TNFSF15 TNPO3 TNXB TP53 TPM2 TPM3 TRAF3 TREM2 TRHR TRIO TSC1 TSC2 TSHB TSHR TTN TWNK TXNRD2 UBA1 UBAC2 UBQLN2 UNC13A UNC45B UNC93B1 VAPB VCP VHL WAS WIPF1 XPA XPC YY1 ZBTB16 HP_FATTY_REPLACEMENT_OF_SKELETAL_MUSCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FATTY_REPLACEMENT_OF_SKELETAL_MUSCLE ANO5 ANXA11 CACNA1S CAPN3 CFL2 CRPPA DNAJB6 FKRP FKTN FLAD1 FLNC FXR1 GIPC1 GNE HNRNPA1 HNRNPA2B1 ITGA7 LMOD3 MEGF10 MYH14 MYOT NEB PMP2 PNPLA2 POGLUT1 POMT1 POPDC3 RILPL1 SECISBP2 SMPX STAC3 TNNC2 TTN VCP HP_FEEDING_DIFFICULTIES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FEEDING_DIFFICULTIES AARS1 AARS2 AASS ABAT ABCC6 ABCC8 ABCD1 ABCD4 ACADS ACADVL ACSF3 ACTA1 ACTB ACTG1 ACTL6B ACTN2 ACY1 ADA2 ADAMTS3 ADAR ADARB1 ADAT3 ADCY6 ADGRG1 ADNP AFF4 AGO1 AGO2 AGRN AGTPBP1 AHDC1 AHI1 AIFM1 AIMP2 ALDH18A1 ALDH4A1 ALDH6A1 ALDH7A1 ALG11 ALG12 ALG13 ALG14 ALG2 ALG3 ALG6 ALG8 ALS2 ANAPC1 ANK1 ANKRD11 ANKRD17 ANO1 ANTXR2 AP1S2 AP3B2 AP3D1 APC2 AQP2 ARCN1 ARHGAP29 ARHGEF38 ARID1A ARID1B ARID2 ARL13B ARL3 ARMC9 ARSA ARSL ARV1 ARVCF ARX ASAH1 ASH1L ASL ASNS ASPA ASXL1 ASXL2 ASXL3 ATAD3A ATG7 ATP10A ATP1A2 ATP1A3 ATP5F1A ATP6V0A1 ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 ATP7A ATPAF2 ATRX ATXN7 AUTS2 AVPR2 B3GALT6 B3GLCT B9D1 B9D2 BAP1 BCKDHA BCKDHB BCL11B BCOR BCS1L BICD2 BICRA BIN1 BLM BMP4 BPTF BRAF BRAT1 BRD4 BRPF1 BSND BTD BUB1B C2CD3 CA12 CACNA1A CACNA1B CACNA1I CACNA1S CACNA2D1 CAMK2B CAMLG CAMSAP1 CARS1 CARS2 CASK CASR CASZ1 CAV1 CAVIN1 CBL CBY1 CC2D2A CCDC22 CCDC32 CCDC47 CCDC88A CDC42BPB CDC45 CDC6 CDH1 CDK13 CDK19 CDK8 CDKL5 CDKN1C CDON CDT1 CELF2 CENPT CEP104 CEP120 CEP41 CFL2 CHAMP1 CHAT CHD3 CHD7 CHD8 CHKA CHMP1A CHRNA1 CHRNB1 CHRND CHRNE CISD2 CLCF1 CLCN3 CLCN4 CLCN6 CLCNKA CLCNKB CLDN16 CLEC7A CLN8 CLP1 CLPB CLTC CLTCL1 CNKSR2 CNOT2 CNOT3 CNP CNTN1 CNTNAP2 COBLL1 COG1 COG4 COG5 COG7 COL13A1 COL1A1 COL25A1 COL2A1 COL4A5 COL4A6 COL6A1 COL6A2 COL6A3 COL7A1 COLEC10 COLQ COMT COQ7 COQ9 COX10 COX11 COX15 COX16 COX6B1 COX7B COX8A CPLANE1 CPLX1 CPSF3 CPT1A CPT2 CREBBP CRLF1 CRLS1 CSNK2A1 CSPP1 CTBP1 CTCF CTNNB1 CTNS CUL3 CWC27 CYFIP2 CYP11A1 CYP11B2 DALRD3 DBT DCHS1 DCX DDC DDX3X DDX59 DDX6 DEAF1 DEF6 DEGS1 DGUOK DHCR24 DHCR7 DHDDS DHFR DHX30 DISP1 DLAT DLD DLEC1 DLG1 DLK1 DLL1 DLX4 DMPK DNAJC21 DNM1 DNM1L DOHH DPAGT1 DPF2 DPH5 DPM1 DPM2 DPP9 DPYD DPYS DPYSL5 DST DTYMK DUOX2 DUOXA2 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYRK1A DZIP1L EARS2 ECHS1 EDEM3 EDN1 EED EEF1A2 EFTUD2 EHMT1 EIF4A3 EIF5A ELN ELP1 EMG1 EN1 ENPP1 EP300 EPB41L1 EPG5 EPM2A EPRS1 ERCC1 ERCC2 ERCC5 ERCC6 ERCC8 ERGIC1 ETHE1 EXOSC3 EXOSC5 EXOSC8 EXOSC9 EXT2 EZH2 FAM149B1 FANCL FARS2 FARSA FARSB FAT4 FBLN5 FBN1 FBP2 FBXO28 FBXW7 FCSK FDFT1 FGF10 FGF12 FGF13 FGF8 FGFR1 FGFR2 FGFR3 FIG4 FKBP14 FKRP FKTN FLAD1 FLCN FLI1 FLII FLNA FOCAD FOXE1 FOXG1 FOXH1 FOXP1 FOXP2 FOXP3 FOXRED1 FRA10AC1 FRMD5 FUS FUT8 FZD2 FZR1 GAA GABBR2 GABRA2 GABRA5 GABRB2 GABRD GABRG2 GALC GALK1 GALNT2 GALT GAS1 GATA6 GATAD2B GBA1 GCDH GEMIN4 GET3 GFM1 GFM2 GFPT1 GGPS1 GLB1 GLE1 GLI2 GLRA2 GLRX5 GMNN GMPPA GMPPB GNAI1 GNAI3 GNB1 GNB2 GNPTAB GNS GOSR2 GOT2 GP1BB GPHN GPT2 GRB10 GRHL3 GRIA1 GRIA4 GRIN1 GRIN2B GRIN2D GRM7 GSC GSX2 GTF2H5 GTPBP3 GUF1 H1-4 H19 H4C3 H4C5 H4C9 HACD1 HADH HADHA HADHB HBB HCCS HCN1 HDAC4 HDAC8 HECW2 HERC2 HESX1 HIBCH HIKESHI HIRA HIVEP2 HK1 HLCS HMGA2 HNF1A HNF1B HNRNPH1 HNRNPH2 HNRNPK HNRNPR HOXB1 HPCA HRAS HS2ST1 HS6ST2 HSD17B4 HSPD1 HSPG2 HTRA2 HTT HYLS1 IARS1 IBA57 IDH1 IDUA IER3IP1 IFIH1 IFT140 IFT172 IFT74 IFT80 IGF2 IKBKG IL17F IL17RA IL17RC IL6ST INPP5E IPO8 IQSEC2 IREB2 IRF6 ISCA1 ITCH ITGA7 ITPA IYD JMJD1C KANSL1 KAT6A KAT6B KAT8 KATNB1 KATNIP KBTBD13 KCNA2 KCNAB2 KCNB1 KCNC2 KCNJ11 KCNK4 KCNK9 KCNQ2 KCNQ5 KDM1A KDM3B KDM5B KDM6A KIAA0586 KIAA0753 KIF15 KIF1A KIF5A KIF7 KLHL40 KLHL41 KLHL7 KMT2A KMT2B KMT2D KMT2E KMT5B KNSTRN KRAS KRT14 KRT16 KRT17 KRT5 KRT6A KRT6B LAGE3 LAMA2 LAMB2 LARGE1 LBX1 LHX1 LHX3 LHX4 LIAS LIFR LINGO1 LIPT2 LMBRD1 LMNA LMNB1 LMOD3 LONP1 LRP4 LRP5 LRPPRC LTBP1 LTBP4 LUZP1 LYRM4 LZTR1 MACF1 MAGEL2 MAMLD1 MAP2K1 MAP2K2 MAP3K20 MAP3K7 MARS1 MARS2 MBD5 MBTPS2 MCCC1 MCCC2 MDH2 MECP2 MECR MED12 MED12L MED17 MED23 MED27 MEF2C MEG3 MEIS2 MFF MGAT2 MICOS13 MID1 MIPEP MKRN3 MKS1 MLXIPL MMAA MMAB MMACHC MMP23B MMUT MN1 MOCS1 MOCS2 MOGS MPDU1 MRAS MRPL3 MRPS16 MRPS34 MSL3 MSX1 MT-ND1 MT-ND2 MT-ND3 MT-TE MT-TL1 MTHFR MTHFS MTM1 MTO1 MTOR MTR MTRFR MTRR MYH3 MYH8 MYL1 MYL2 MYMK MYO1H MYO9A MYPN NAA10 NAA15 NAA20 NACC1 NADK2 NAGS NALCN NAPB NARS2 NCAPG2 NDE1 NDN NDUFA1 NDUFA11 NDUFA2 NDUFA6 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB9 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NEB NECAP1 NECTIN1 NEDD4L NEPRO NEXMIF NFASC NFE2L2 NFIX NFKBIA NFU1 NHLRC1 NHLRC2 NIPBL NKX2-1 NKX2-5 NLRC4 NODAL NONO NOVA2 NPAP1 NPHP1 NR2F1 NR3C2 NR4A2 NRAS NRCAM NRXN1 NSD1 NSD2 NSMCE3 NTNG1 NTRK1 NTRK2 NUBPL NUDT2 NUP214 NUS1 OCA2 OCRL ODC1 OFD1 OPA1 ORC1 ORC4 ORC6 OTUD5 OTUD6B OTX2 PACS1 PACS2 PAFAH1B1 PANK2 PARS2 PAX2 PAX8 PBX1 PCCA PCCB PCGF2 PDE10A PDE6D PDGFRA PDHA1 PDP1 PDPN PDSS2 PET100 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PGAP1 PGAP2 PGAP3 PHF6 PHGDH PHIP PHOX2B PI4KA PIBF1 PIEZO2 PIGB PIGG PIGL PIGN PIGO PIGP PIGQ PIGS PIGT PIGU PIGV PIGW PIGY PIK3CD PKHD1 PLA2G6 PLAA PLAG1 PLCB4 PLCH1 PLP1 PLPBP PLVAP PLXND1 PMM2 PMPCB PNPO PNPT1 POGZ POLA1 POLE POLR1B POLR2A POLR3A POLR3K POMK POMT1 POMT2 POT1 POU1F1 PPFIBP1 PPM1D PPP1CB PPP1R21 PPP2CA PPP2R1A PPP3CA PQBP1 PRDM16 PRDX1 PREPL PRIM1 PRKAG2 PRKCSH PRKCZ PRKD1 PRKG2 PRMT7 PROP1 PRORP PRPS1 PRUNE1 PSAP PSAT1 PSMC1 PSMD12 PSPH PTCD3 PTCH1 PTPN11 PTPN23 PTS PUF60 PURA PWAR1 PWRN1 PYCR2 QRICH1 RAB11B RAB3GAP1 RAB3GAP2 RAC1 RAC3 RAD21 RAF1 RAI1 RALGAPA1 RAPSN RARS1 RARS2 RASA2 RECQL4 RELN RERE RETREG1 REV3L RFT1 RHBDF2 RIC1 RIT1 RLIM RMND1 RNASEH1 RNASEH2A RNF13 RNF2 RNF6 RNU4ATAC RNU7-1 RPGRIP1L RPL10 RPS28 RPS6KA3 RRAS RRAS2 RREB1 RRM2B RTL1 RYR1 SAMHD1 SARS2 SATB2 SCN1A SCN3A SCN4A SCN8A SCN9A SCNN1A SCNN1B SCNN1G SCO1 SCO2 SCYL2 SDHA SDHAF1 SDHB SDHD SEC24C SEC63 SELENON SEMA3E SEPSECS SERAC1 SET SETBP1 SETD1A SETD2 SETD5 SH2B1 SH3BP2 SHANK3 SHH SHOC2 SHQ1 SIGMAR1 SIK1 SIK3 SIM1 SIN3A SIX3 SKI SLC12A2 SLC12A6 SLC13A5 SLC16A1 SLC16A2 SLC18A3 SLC1A2 SLC1A4 SLC25A1 SLC25A15 SLC25A19 SLC25A22 SLC25A24 SLC25A46 SLC26A4 SLC30A9 SLC35A2 SLC35B2 SLC38A3 SLC46A1 SLC52A1 SLC5A5 SLC5A6 SLC5A7 SLC6A3 SLC6A8 SLC7A7 SLC9A6 SLF2 SLITRK2 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMPD1 SNAP25 SNIP1 SNORD115-1 SNORD116-1 SNRPB SNRPN SNX10 SON SOS1 SOS2 SOX11 SOX4 SOX5 SOX9 SPATA5 SPEN SPG11 SPOP SPRED2 SPTBN1 SPTBN4 SPTLC1 SRCAP SRP54 SRPX2 SSR4 ST3GAL5 STAC3 STAG1 STAG2 STIL STRADA STT3A STT3B STX3 SUCLA2 SUCLG1 SUFU SUPT16H SUZ12 SYNE1 SYNGAP1 SYNJ1 SYT1 SYT2 SZT2 TALDO1 TANGO2 TAOK1 TASP1 TBC1D20 TBC1D24 TBCD TBCK TBL1XR1 TBX1 TCEAL1 TCF20 TCF4 TCTN1 TCTN2 TCTN3 TDGF1 TELO2 TET3 TFG TG TGFB1 TGFBR2 TGIF1 TH THOC2 TIMM22 TIMMDC1 TK2 TLK2 TMCO1 TMEM106B TMEM126B TMEM216 TMEM218 TMEM237 TMEM67 TNNT1 TNPO2 TOE1 TOGARAM1 TOM1 TOP3A TOPORS TOR1A TP53RK TP63 TPM2 TPM3 TPO TPR TRAF3IP2 TRAF7 TRAK1 TRAPPC11 TRAPPC12 TRAPPC4 TREX1 TRIO TRIP4 TRMT10C TRMT5 TRMU TRPV6 TRRAP TSEN15 TSEN2 TSEN34 TSEN54 TSFM TSHB TSHR TSPOAP1 TSPYL1 TTC21B TUBB3 TUBB6 TXN2 TXNL4A UBA1 UBA2 UBA5 UBB UBE3A UBE3B UBE3C UBE4B UBTF UCP2 UFC1 UFD1 UFM1 UGDH UGP2 UNC45B UNC80 UQCC3 UQCRC2 UQCRFS1 USP7 USP9X VAMP1 VPS13B VPS35L VPS4A VPS50 VPS51 VRK1 WAC WARS2 WASF1 WASHC5 WDPCP WDR19 WDR26 WDR73 WFS1 WNK1 WWOX YARS1 YIF1B YWHAG YY1 ZBTB18 ZBTB7A ZC4H2 ZIC2 ZMIZ1 ZMYM2 ZNF148 ZNF292 ZNF462 ZNF668 ZNF699 ZNHIT3 ZSWIM6 HP_FEEDING_DIFFICULTIES_IN_INFANCY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FEEDING_DIFFICULTIES_IN_INFANCY AASS ACTA1 ACTL6B ACTN2 ADNP AFF4 AGRN AHI1 AIFM1 ALG12 ALG14 ALS2 AQP2 ARHGAP29 ARHGEF38 ARID1A ARID1B ARL13B ARL3 ARMC9 ARSA ARV1 ARVCF ARX ASL ASPA ASXL1 ASXL2 ASXL3 ATAD3A ATP10A ATP6V0A1 ATP6V0A2 ATP6V1B2 ATP7A ATPAF2 ATRX AUTS2 AVPR2 B3GALT6 B3GLCT B9D1 B9D2 BCKDHA BCKDHB BCOR BCS1L BIN1 BLM BMP4 BRAF BRD4 BTD BUB1B C2CD3 CAMLG CARS1 CASK CASR CASZ1 CBL CBY1 CC2D2A CCDC22 CCDC32 CDH1 CDK8 CDKN1C CDON CEP104 CEP120 CEP41 CHAT CHD7 CHD8 CHRNA1 CHRNB1 CHRND CHRNE CISD2 CLCN6 CLDN16 CLEC7A CLN8 CLTCL1 CNOT2 CNOT3 CNTN1 COBLL1 COG1 COG5 COL13A1 COL1A1 COL2A1 COL6A1 COL6A2 COL6A3 COL7A1 COLQ COMT COX10 COX16 COX8A CPLANE1 CPT2 CREBBP CRLF1 CSPP1 CTCF CYP11B2 DALRD3 DBT DCHS1 DCX DDC DDX3X DEAF1 DEGS1 DGUOK DHCR7 DISP1 DLEC1 DLG1 DLK1 DLL1 DLX4 DMPK DNM1L DPM1 DPYD DPYS DPYSL5 DST DUOX2 DUOXA2 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYRK1A ECHS1 EDEM3 EED EFTUD2 EIF5A ELN ELP1 EMG1 EN1 EP300 EPB41L1 EPG5 ERCC1 ERCC2 ERCC5 ERCC6 ERCC8 EZH2 FAM149B1 FARS2 FARSA FAT4 FBN1 FDFT1 FGF8 FGFR1 FGFR2 FKRP FKTN FLCN FLI1 FLII FLNA FOXG1 FOXH1 FOXP1 FOXP2 FUS GAA GABRD GALC GAS1 GFM2 GGPS1 GLI2 GLRA2 GNB2 GNPTAB GOT2 GP1BB GPT2 GRB10 GRHL3 GRM7 GSX2 GTPBP3 H19 HACD1 HADH HADHA HADHB HDAC8 HERC2 HESX1 HIRA HLCS HMGA2 HNRNPK HRAS HSD17B4 HSPD1 HSPG2 HTRA2 HYLS1 IDH1 IFT140 IFT172 IFT74 IFT80 IGF2 IKBKG IL17F IL17RA IL17RC IL6ST INPP5E IQSEC2 IRF6 ITCH ITGA7 IYD JMJD1C KANSL1 KAT8 KATNIP KCNAB2 KCNK9 KDM3B KDM6A KIAA0586 KIAA0753 KIF15 KIF1A KIF5A KIF7 KLHL40 KMT2D KMT5B KRAS KRT14 KRT5 LAMA2 LAMB2 LARGE1 LHX3 LHX4 LIFR LONP1 LRP5 LRPPRC LUZP1 LYRM4 LZTR1 MAGEL2 MAP2K1 MAP2K2 MAP3K20 MAP3K7 MCCC1 MECP2 MED12L MEG3 MGAT2 MID1 MKRN3 MKS1 MLXIPL MMAA MMAB MMACHC MMP23B MOCS1 MOGS MRAS MRPS16 MSX1 MT-TE MT-TL1 MTHFR MTM1 MTR MTRFR MYH3 MYL2 MYO1H MYO9A NAA20 NACC1 NADK2 NALCN NAPB NDN NDUFAF8 NDUFS4 NDUFS8 NECTIN1 NFIX NFKBIA NIPBL NLRC4 NODAL NONO NPAP1 NRAS NRCAM NSD1 NUDT2 NUP214 OCA2 OCRL ODC1 OFD1 OPA1 ORC1 OTUD5 PANK2 PARS2 PAX8 PCCA PCCB PCGF2 PDE10A PDE6D PDGFRA PDHA1 PDPN PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PGAP1 PGAP2 PGAP3 PHF6 PHIP PIBF1 PIEZO2 PIGL PIGN PIGO PIGQ PIGT PIGU PIGV PIGW PIGY PLAA PLAG1 PLCH1 PLXND1 PMM2 PNPO PNPT1 POGZ POLR1B POLR3K POMT1 POMT2 POU1F1 PPP1CB PPP1R21 PPP2R1A PQBP1 PRDM16 PRDX1 PRKCSH PRKCZ PROP1 PRPS1 PRUNE1 PSAP PSAT1 PTCH1 PTPN11 PTPN23 PTS PUF60 PURA PWAR1 PWRN1 RAB3GAP1 RAB3GAP2 RAC1 RAD21 RAF1 RAI1 RALGAPA1 RAPSN RARS2 RASA2 RERE RETREG1 REV3L RHBDF2 RIC1 RIT1 RNF13 RNF2 RNF6 RPGRIP1L RPL10 RPS6KA3 RRAS RRAS2 RREB1 RTL1 RYR1 SAMHD1 SATB2 SCN1A SCN3A SCN4A SCN9A SCNN1A SCNN1B SCNN1G SCO1 SCYL2 SDHA SDHAF1 SDHB SDHD SEC24C SEC63 SELENON SEMA3E SEPSECS SETBP1 SH3BP2 SHH SIGMAR1 SIK1 SIM1 SIN3A SIX3 SKI SLC16A2 SLC18A3 SLC1A4 SLC25A1 SLC25A19 SLC25A22 SLC46A1 SLC52A1 SLC5A5 SLC5A6 SLC5A7 SLC6A8 SLC9A6 SMARCB1 SMARCC2 SMARCD1 SMC1A SMC3 SMPD1 SNAP25 SNORD115-1 SNORD116-1 SNRPN SON SOS1 SOS2 SOX11 SPATA5 SPEN SPG11 SPOP SPRED2 SPTBN1 SPTBN4 SPTLC1 SRP54 ST3GAL5 STAG2 STIL SUCLA2 SUFU SUPT16H SUZ12 SYNE1 SYNGAP1 SYT2 TALDO1 TANGO2 TBC1D20 TBC1D24 TBCK TBX1 TCEAL1 TCTN1 TCTN2 TCTN3 TDGF1 TET3 TFG TG TGFB1 TGFBR2 TGIF1 TIMM22 TIMMDC1 TK2 TMEM216 TMEM218 TMEM237 TMEM67 TOGARAM1 TOP3A TOPORS TOR1A TP63 TPM2 TPM3 TPO TRAF3IP2 TRAPPC12 TRAPPC4 TREX1 TRIO TRIP4 TRMT10C TRMU TSEN15 TSEN2 TSEN34 TSEN54 TSFM TSHB TSHR TSPYL1 TTC21B TUBB3 TUBB6 TXN2 TXNL4A UBA1 UBB UBE3A UBE3B UBE4B UBTF UFD1 UGDH UGP2 UNC45B UNC80 UQCRC2 UQCRFS1 USP7 VAMP1 VPS13B VPS35L VRK1 WASHC5 WDR19 WDR26 WFS1 WNK1 WWOX YIF1B YY1 ZIC2 ZMIZ1 ZNF699 ZNHIT3 HP_FEMALE_EXTERNAL_GENITALIA_IN_INDIVIDUAL_WITH_46_XY_KARYOTYPE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FEMALE_EXTERNAL_GENITALIA_IN_INDIVIDUAL_WITH_46_XY_KARYOTYPE AR CYB5A CYP11A1 CYP17A1 DHX37 DMRT3 GATA4 HSD17B3 HSD3B2 MAP3K1 NR0B1 NR5A1 SOX9 SRY VAMP7 WT1 WWOX ZFPM2 HP_FEMALE_HYPOGONADISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FEMALE_HYPOGONADISM AIP AIRE ATM BMP4 CDH23 CHD7 DUSP6 FGF17 FGF8 FGFR1 FSHB GNRH1 GNRHR HS6ST1 KISS1 KISS1R LMNA MEN1 NHLH2 NSMF PRLR PROK2 PROKR2 SPRY4 TAC3 TACR3 WDR11 ZMPSTE24 HP_FEMALE_INFERTILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FEMALE_INFERTILITY ASTL BTG4 C11orf80 CCDC103 CCDC39 CCDC40 CCDC65 CCNO CDC20 CFAP221 CFAP298 CFAP300 CFAP74 CYP19A1 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAL1 DRC1 FBXO43 FIGLA FOXJ1 FOXL2 GAS2L2 GAS8 GGPS1 HSF2BP HYDIN KPNA7 LRRC56 MCIDAS MEI1 MOS MSH4 MSH5 NEK10 NLRP2 NLRP5 NME5 NME8 ODAD1 ODAD2 ODAD3 ODAD4 OFD1 PANX1 PATL2 PGR POF1B PRLR PSMC3IP REC114 RPGR RSPH1 RSPH3 RSPH4A RSPH9 SPAG1 SPEF2 STK36 TLE6 TRIP13 TTC12 TUBB8 WEE2 ZFP36L2 ZMYND10 ZP1 ZP2 ZP3 HP_FEMALE_PSEUDOHERMAPHRODITISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FEMALE_PSEUDOHERMAPHRODITISM CD96 CYP19A1 FRAS1 FREM2 GRIP1 NR3C1 SPECC1L HP_FEMALE_REPRODUCTIVE_SYSTEM_NEOPLASM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FEMALE_REPRODUCTIVE_SYSTEM_NEOPLASM AKT1 APC AURKA AXIN2 BAX BMPR1A BRAF BUB1 BUB1B BUB3 CCND1 CDC73 CDH1 CEP57 CHEK2 COL4A5 COL4A6 COQ6 CTNNB1 DCC DLC1 DOCK8 EP300 EPCAM FGFR3 FH FLCN FLI1 GREM1 KLLN LZTR1 MCC MLH1 MLH3 MSH2 MSH3 MSH6 NAB2 NF2 NRAS NTHL1 PDGFRL PIK3CA PLA2G2A PMS2 POLD1 POLE PTEN PTPN12 PTPRJ RAD54B RPS20 SDHB SDHC SDHD SEC23B SEMA4A SLC6A17 SMARCB1 SRC STAT6 STK11 TLR2 TP53 TRIP13 USF3 HP_FEMALE_SEXUAL_DYSFUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FEMALE_SEXUAL_DYSFUNCTION ABCD1 AIP ANOS1 CAV1 CCDC141 CCN2 CCR6 CDH23 CHD7 CLEC7A COQ2 DCC DNAJC6 DUSP6 FEZF1 FGF17 FGF8 FGFR1 FLRT3 FSHB FZD2 GNRH1 GNRHR HESX1 HLA-B HLA-DRB1 HS6ST1 HTRA2 IKZF1 IL17F IL17RA IL17RC IL17RD IRF5 KISS1 KISS1R LRRK2 MEN1 NDNF NHLH2 NSMF PARK7 PINK1 PODXL PRKN PROK2 PROKR2 RTN2 SEMA3A SNCA SOX10 SPRY4 SYNJ1 TAC3 TACR3 TRAF3IP2 UBAP1 UCHL1 VPS13C WDR11 HP_FEMORAL_BOWING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FEMORAL_BOWING BHLHA9 BMP1 CLCN5 COL10A1 COL11A1 COL1A1 COL1A2 CYP27B1 CYP2R1 DMP1 DYM DYNC2H1 DYNC2I1 ENPP1 FGFR2 FGFR3 FLNA GDF5 GORAB LAMA5 LBR LIFR MAN2B1 MATN3 MMP13 NEK8 NEK9 NEPRO P3H1 PCYT1A PHEX PLOD2 POLR1A POR PRKG2 RBM8A RMRP RNU4ATAC RSPRY1 SCARF2 SGMS2 SLC34A3 SOX9 TENT5A TMEM38B TNFRSF11A TNFRSF11B TRPV6 VDR WNT7A HP_FEMORAL_HERNIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FEMORAL_HERNIA ADAMTS2 ADAMTSL2 ATP7A CAMSAP1 COL1A1 COL1A2 DIS3L2 DVL1 DVL3 EHMT1 FANCB FZD2 PTDSS1 SLC26A2 SLC2A10 SMAD4 TBX1 TRIP11 WNT5A HP_FEMUR_FRACTURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FEMUR_FRACTURE BICD2 LEMD2 TCIRG1 TNFRSF11A XYLT2 HP_FETAL_AKINESIA_SEQUENCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FETAL_AKINESIA_SEQUENCE ACTA1 ATP1A2 CHRNA1 CHRND CHRNG CNTN1 CNTNAP1 DOK7 DPAGT1 GBA1 GLE1 KBTBD13 KIF21A KIF5C KLHL40 KLHL41 LGI4 MAGEL2 MUSK MYOD1 MYPN NEB NEK9 NUP88 PHGDH PIGS RAPSN RYR1 SLC18A3 TPM2 TPM3 TRPV4 TUBA1A ZC4H2 HP_FETAL_ANOMALY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FETAL_ANOMALY AARS1 ABCB4 ABCC6 ABCD4 ACTA1 ACTL6B ADA ADA2 ADAMTS3 ADARB1 ADCY6 ADGRG6 AFF2 AGGF1 AGRN AHCY ALDH7A1 ALG1 ALG14 ALG8 ALG9 ALPK3 AP1S2 AP3B2 ARSL ARV1 ASAH1 ASCC1 ASCL1 ASNS ASXL2 ATAD3A ATN1 ATP1A2 ATP1A3 ATP6V1A ATP6V1B2 ATP8B1 B3GLCT B9D1 BAZ1B BCL7B BICD2 BIN1 BMPER BNC2 BRD4 BSND BUB1 BUB1B BUB3 BUD23 CACNA1A CACNA1B CACNA1C CACNA2D1 CALCRL CAMK2B CAMKMT CARS2 CASP10 CBL CCBE1 CCDC174 CCDC22 CCDC47 CDAN1 CDC42BPB CDK19 CELF2 CEP57 CHAT CHD7 CHMP2B CHRNA1 CHRND CHRNE CHRNG CHUK CLCN3 CLIP2 CLPB CLTC CNKSR2 CNTN1 CNTNAP1 COL11A1 COL12A1 COL13A1 COL1A1 COL1A2 COL25A1 COL2A1 COL6A1 COL6A2 COL6A3 COX11 COX15 CPLX1 CPSF3 CRB2 CRLS1 CRPPA CSGALNACT1 CTBP1 CTCF CTSA CYFIP2 DALRD3 DCLRE1C DDX6 DEAF1 DHCR7 DHDDS DHPS DMPK DNA2 DNAJC30 DNM1 DNM1L DNM2 DNMT3A DOCK6 DOHH DOK7 DPAGT1 DPF2 DPH5 DPYSL5 DYNC2H1 DYNC2I1 DYNC2I2 EBF3 EBP EEF1A2 EFNB1 EIF4H EIF5A ELN EMC10 ENPP1 EPB41 EPHB4 ERBB3 ERCC5 ERGIC1 EXOSC9 FANCB FANCF FAS FASLG FAT4 FBXO28 FGF12 FGF13 FGFR3 FGFRL1 FH FIG4 FKBP14 FKBP6 FLII FLNB FLT4 FOXC2 FOXF1 FOXRED1 FXR1 FZR1 GABBR2 GABRA2 GABRA5 GABRB2 GABRG2 GATA1 GATA6 GATB GATC GBA1 GBE1 GFPT1 GGPS1 GLB1 GLDN GLE1 GLRB GMPPB GNB2 GOSR2 GPC6 GPKOW GRIN2D GRIP1 GRN GTF2I GTF2IRD1 GTF2IRD2 GUSB GYPC H19 H4C3 HACD1 HADHA HBA1 HBA2 HCN1 HDAC8 HEATR3 HERC2 HLCS HNRNPK HOXD13 HRAS HSD17B4 HSPG2 IFT80 IGF2 IGHMBP2 IKZF1 IL1RN IL2RB IL2RG IL7R IPO8 IQSEC2 ITGA7 KANSL1 KBTBD13 KCNA2 KCNB1 KCNQ5 KIAA0586 KIF20A KIF21A KIF26A KIF5C KLF1 KLHL40 KLHL41 KMT2D KRAS LAMA5 LARS2 LBR LETM1 LGI4 LIG4 LIMK1 LMNA LMOD3 LRPPRC LZTR1 MAGEL2 MAP3K20 MAP3K7 MAPT MCM10 MCTP2 MDFIC MECOM MEGF10 METTL27 MGAT2 MKRN3 MKS1 MLXIPL MMACHC MPZ MRAS MRPS16 MRPS22 MT-ND1 MT-ND2 MT-ND3 MTM1 MTMR14 MUSK MYCN MYF6 MYH3 MYH7 MYL1 MYL11 MYL2 MYL9 MYMK MYO9A MYOD1 MYPN NAA10 NAA20 NALCN NCF1 NDN NDUFA1 NDUFA10 NDUFA11 NDUFA6 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB9 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NEB NECAP1 NEK1 NEK9 NELFA NEU1 NEXMIF NFASC NIPBL NPAP1 NPC1 NPC2 NR1H4 NRAS NSD1 NSD2 NSF NTRK2 NUBPL NUP188 NUP88 NUS1 OCA2 ODC1 OSTM1 PACS1 PACS2 PAK2 PARS2 PAX7 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PGAP2 PGAP3 PHGDH PHOX2B PI4KA PIEZO1 PIGA PIGG PIGL PIGN PIGO PIGS PIGV PIGW PIGY PKLR PLD1 PLOD1 PLPBP PMM2 POLR2A POR PPM1B PPP3CA PREPL PRKCD PRUNE1 PSAT1 PSEN1 PTH1R PTPN11 PTRH2 PWAR1 PWRN1 QRICH1 QRSL1 RAC1 RAD21 RAF1 RAG1 RAG2 RAI1 RAPSN RASA1 RASA2 RASGRP1 RET RFC2 RHD RIPK4 RIT1 RMRP RNU4ATAC RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RRAS RRAS2 RYR1 RYR3 SCARF2 SCN3A SCN4A SCN5A SCN8A SCYL2 SELENON SHQ1 SLC13A5 SLC16A2 SLC17A5 SLC18A3 SLC1A2 SLC25A1 SLC25A19 SLC25A26 SLC26A2 SLC27A4 SLC2A1 SLC30A9 SLC31A1 SLC35A2 SLC35D1 SLC38A3 SLC3A1 SLC5A7 SLC6A9 SMC1A SMC3 SMN1 SNAP25 SNORD115-1 SNORD116-1 SNRPN SON SOS1 SOS2 SOX10 SOX18 SPECC1L SPEN SPRED2 SPTA1 SPTB SQSTM1 STAG1 STX1A SYNE1 SYNGAP1 SYNJ1 SYT2 SZT2 TALDO1 TAPT1 TBC1D24 TBCK TBL2 TCF4 TGM1 THSD1 TIMMDC1 TLK2 TMCO1 TMEM106B TMEM126B TMEM270 TNNC2 TOR1A TPM2 TPM3 TRAF7 TRAIP TRAK1 TREM2 TRIM37 TRIP11 TRIP13 TRIP4 TRPV4 TSFM TSR2 TTC26 TTC7A TUBA1A TWIST2 TXNDC15 UBA1 UBA5 UNC45B UQCRFS1 UROD UROS USP18 USP7 VAC14 VAMP1 VCP VPS13B VPS35L VPS37D WASHC5 WDR35 WDR62 WNT3 WNT4 WNT7A WT1 WWOX YWHAG ZBTB18 ZBTB42 ZC4H2 ZIC3 ZMPSTE24 ZNF699 HP_FETAL_ASCITES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FETAL_ASCITES EIF5A GNB2 HSD17B4 MDFIC NPC1 NPC2 PTH1R RHD HP_FETAL_DISTRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FETAL_DISTRESS ABCB4 ABCC6 ABCD4 AFF2 ALDH7A1 AP1S2 ATAD3A ATP8B1 BUB1 CAMK2B COX11 CTCF DNMT3A EMC10 ENPP1 EXOSC9 FOXRED1 GOSR2 IKZF1 IL1RN IPO8 KCNQ5 LMNA LRPPRC MT-ND1 MT-ND2 MT-ND3 NDUFA1 NDUFA10 NDUFA11 NDUFA6 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB9 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NUBPL OSTM1 PEX2 PIGA PLPBP RPL11 SLC2A1 SLC6A9 SON SPEN TIMMDC1 TMEM126B TTC26 USP18 HP_FETAL_NECK_ANOMALY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FETAL_NECK_ANOMALY ABCC6 ADARB1 ALG9 ARSL ATN1 ATP6V1B2 BAZ1B BCL7B BMPER BRD4 BUB1 BUB1B BUB3 BUD23 CBL CEP57 CHMP2B CLIP2 CSGALNACT1 DHCR7 DHPS DNAJC30 DOHH EBP EFNB1 EIF4H ELN ENPP1 EPHB4 FGFR3 FIG4 FKBP6 FOXF1 GATA1 GPC6 GRN GTF2I GTF2IRD1 GTF2IRD2 HDAC8 HNRNPK HRAS KRAS LAMA5 LBR LIMK1 LRPPRC LZTR1 MAPT METTL27 MLXIPL MRAS MUSK MYL11 NCF1 NIPBL NRAS ODC1 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PIGN PSAT1 PSEN1 PTPN11 RAD21 RAF1 RASA2 RFC2 RIT1 RNU4ATAC RRAS RRAS2 SLC26A2 SLC31A1 SLC35A2 SMC1A SMC3 SOS1 SOS2 SPRED2 SQSTM1 STAG1 STX1A TBC1D24 TBL2 TCF4 TMEM106B TMEM270 TRAF7 TREM2 TRIP11 TRIP13 TXNDC15 VAC14 VCP VPS37D HP_FETAL_ONSET https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FETAL_ONSET ACTA1 ACTG2 ADCY6 ADGRG6 ALG1 ALG8 ALPK3 ALX4 ASNS ATP1A2 B4GAT1 B9D1 B9D2 BICD2 BMPER CALM2 CC2D2A CCDC134 CCDC88C CDC42BPB CENPE CHD7 CHRNG CHUK CLPB CNTNAP1 COASY COL2A1 COX16 CPSF3 CPT2 CRB2 CREB3L1 CRLS1 DCC DEF6 DLL3 DYNC2LI1 ERCC5 ERCC8 EXOC7 EXOSC9 EZH2 FANCB FARSA FARSB FGFR3 FH FKBP14 FTO FZR1 GBA1 GFRA1 GINS1 GLDN GNPTAB GRIP1 GUSB HERC2 IARS1 IFIH1 IL6ST KDELR2 KDM6A KIAA0753 KIDINS220 KIF14 KIF20A KIF5C KIF7 KLF1 KMT2B KMT2D L1CAM LBR LGI4 LMNA LMOD1 MAGEL2 MAP3K7 MCM10 MDFIC MEGF10 MESP2 MKRN3 MKS1 MPDZ MRPS22 MYH11 MYRF NADK2 NDUFB11 NDUFB7 NEK8 NPAP1 NSD1 NSD2 NUP155 NUP88 OBSL1 P3H1 PAICS PDX1 PI4KA PIGA PIGG PLCH1 PLEC PLG PLOD3 PLXND1 POMK PPP1CB PPP3CA PRIM1 PRKAG2 PRRX1 PSMD12 PWAR1 PWRN1 PYCR1 RAC1 RAD21 RECQL4 RIPK4 RMRP RNF2 ROBO1 RPL10 RPL26 RYR1 SCN4A SCN5A SDHA SDHD SERPINH1 SHQ1 SIN3A SKIC2 SLC12A1 SLC25A19 SLC30A9 SLC35A3 SLC35D1 SNAP25 SNORD115-1 SNORD116-1 SOS1 SOX10 SOX18 STRA6 STT3B SYNE1 SYT2 TAF2 TBX18 TBXT TCTN3 THSD1 TMEM216 TNFRSF11A TNNT2 TOGARAM1 TPM1 TRAIP TRIP11 TRPV6 TWIST2 TXNDC15 UBR1 USP18 VRK1 WDR19 WDR4 WNT3 WT1 XYLT1 ZIC2 ZIC3 ZMPSTE24 ZNF526 HP_FETAL_PERICARDIAL_EFFUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FETAL_PERICARDIAL_EFFUSION CRB2 HNRNPK LARS2 MDFIC RHD THSD1 HP_FETAL_PLEURAL_EFFUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FETAL_PLEURAL_EFFUSION CRLS1 MDFIC NUP88 RHD THSD1 HP_FETAL_POLYURIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FETAL_POLYURIA BSND CLCNKA CLCNKB FGF20 GFRA1 GREB1L ITGA8 KCNJ1 MAGED2 RET SLC12A1 WNT9B HP_FETAL_PYELECTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FETAL_PYELECTASIS BNC2 CDC42BPB CLCN3 FGF13 FH KANSL1 MYL9 PI4KA PIGA TBCK ZBTB18 HP_FETAL_ULTRASOUND_SOFT_MARKER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FETAL_ULTRASOUND_SOFT_MARKER ABCC6 ADGRG6 ALG9 ASXL2 ATP6V1B2 BNC2 CACNA1C CBL CCDC22 CDC42BPB CHMP2B CLCN3 DDX6 DPF2 DPYSL5 EBP EFNB1 ENPP1 FANCB FANCF FAT4 FGF13 FH FOXF1 GATA1 GATA6 GNB2 GRN HNRNPK HOXD13 HRAS HSPG2 KANSL1 KIF26A KMT2D KRAS LAMA5 LBR LRPPRC LZTR1 MAPT MCTP2 MKS1 MRAS MRPS16 MYH7 MYL9 NRAS NUP88 PACS1 PAK2 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PGAP2 PGAP3 PI4KA PIGA PIGL PIGN PIGO PIGV PIGW PIGY POR PSAT1 PSEN1 PTPN11 QRICH1 RAC1 RAF1 RASA2 RIT1 RNU4ATAC RRAS RRAS2 RYR3 SCARF2 SLC26A2 SLC30A9 SLC31A1 SLC35A2 SOS1 SOS2 SPECC1L SPRED2 SQSTM1 STAG1 TAPT1 TBC1D24 TBCK THSD1 TLK2 TMEM106B TRAF7 TREM2 TRIP11 TWIST2 VCP VPS35L WASHC5 WNT3 WT1 ZBTB18 ZBTB42 ZIC3 ZNF699 HP_FEVER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FEVER ABCC2 ABCC6 ABL1 ACAT1 ACTN4 ADA ADA2 ADAMTS13 ADAR AK2 ALDOA ALPK1 ALPL ANK1 ANKFY1 ANKRD55 ANLN AP1S3 APOL1 AQP2 ARHGAP24 ARHGDIA ASAH1 ASXL1 ATM ATP13A2 ATP1A2 ATP5F1B AVP AVPR2 BACH2 BCAP31 BCL10 BCL2 BCL6 BCOR BCR BIRC3 BLNK BRCA1 BRCA2 BTK BTNL2 C1QB C2orf69 C3 C4A CACNA1A CACNA1S CALR CASK CCND1 CCR1 CD244 CD247 CD27 CD2AP CD3D CD3E CD70 CD79A CD79B CEBPE CFH CFHR1 CFHR3 CFTR CHD7 CHEK2 CIITA CLPB COG6 COG7 COL1A1 COL4A3 COQ8B CPOX CPT2 CR2 CRB2 CRLF1 CRLS1 CTLA4 CTRC CYBA CYBB CYBC1 CYP11B2 CYP21A2 DAAM2 DCLRE1C DDB2 DEF6 DIS3L2 DNASE2 DOCK2 DPP9 DST EDA EIF2AK3 EIF2B1 ELANE ELF4 ELP1 EMP2 ENPP1 EPB41 EPB42 ERAP1 ERCC2 ERCC3 ERCC4 ERCC5 F5 FAH FAS FBP1 FCGR3B FIP1L1 FOCAD FOXP1 G6PD GAA GALC GAPVD1 GATA2 GCH1 GFI1 GLA GPC3 GPR35 GYPC H19 H4C5 HAVCR2 HBB HEPHL1 HLA-B HLA-DPA1 HLA-DPB1 HLA-DRB1 HMBS HMGCL HNRNPK HTR1A IBA57 IFIH1 IFNG IFNGR1 IGHM IGLL1 IKZF1 IL10 IL12A IL12A-AS1 IL12B IL1R1 IL23R IL2RA IL2RB IL2RG IL36RN IL6 IL6ST IL7R INF2 IRAK1 IRF2BP2 IRF4 IRF8 ITK JAK2 KCNJ1 KIF1B KIT KLHL7 KLRC4 KRT18 LACC1 LAMA3 LAMB3 LAMC2 LBR LCK LIFR LIG4 LIPA LPIN1 LPIN2 LRRC8A LSM11 LYST MAGI2 MALT1 MCM10 MEFV MIF MLX MPL MRPS7 MST1 MT-ATP6 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TK MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTHFR MTHFS MVK MYD88 MYO1E NAB2 NABP1 NAXD NCF1 NCF2 NCF4 NDUFA2 NFKBIL1 NGF NGLY1 NKX2-1 NLRC4 NLRP1 NLRP12 NLRP3 NOD2 NPHS1 NPHS2 NPM1 NTRK1 NUAK2 NUMA1 NUP107 NUP133 NUP160 NUP205 NUP37 NUP85 NUP93 OBSCN ORAI1 OTULIN P4HA2 P4HTM PAX2 PEX6 PIK3CG PIK3R1 PKHD1 PLCE1 PML PMM2 PMP22 POLR3A POMP POU6F2 PRF1 PRKAR1A PRKCD PRNP PRSS1 PRSS2 PRTN3 PSAP PSMB10 PSMB4 PSMB8 PSMB9 PSMG2 PSTPIP1 PTPN2 PTPN22 PTPN3 PTPRC PTPRO PTS QDPR RAB27A RAG1 RAG2 RANBP2 RARA RB1 RBCK1 REL REST RIPK1 RMRP RNASEH2A RNASEH2B RNASEH2C RNF168 RNU4ATAC RNU7-1 RUNX1 RYR1 SAMHD1 SAT1 SCNN1A SCNN1B SCNN1G SCYL1 SEMA4D SH2B3 SH2D1A SH3KBP1 SLC11A1 SLC12A1 SLC12A3 SLC19A3 SLC22A4 SLC29A3 SLC34A2 SLC35C1 SLC39A7 SLC41A1 SLC4A1 SLC5A1 SMARCAL1 SPI1 SPINK1 SPP1 SPTA1 SPTB SPTBN1 SRP19 SRP54 SRSF2 STAT1 STAT2 STAT3 STAT4 STAT5B STAT6 STIM1 STING1 STK4 STX11 STXBP2 SYK TBC1D8B TBK1 TBL1XR1 TCF3 TCF4 TCIRG1 TET2 TH TICAM1 TLR3 TLR4 TLR7 TMEM165 TNFAIP3 TNFRSF1A TP53 TRAF3 TRANK1 TREX1 TRIM28 TRIP13 TRNT1 TRPC6 TSC1 TSC2 TSPOAP1 UBA1 UBAC2 UNC13D UNC93B1 UQCRH VANGL2 WAS WDR1 WIPF1 WT1 XIAP XPA XPC ZBTB16 ZFHX2 ZFYVE19 ZNF699 ZNFX1 HP_FEW_CAFE_AU_LAIT_SPOTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FEW_CAFE_AU_LAIT_SPOTS BRAF GNB2 RBBP8 RFX7 SET TRIP13 HP_FIBER_TYPE_GROUPING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FIBER_TYPE_GROUPING ANXA11 EMILIN1 GDAP1 MYH14 POLG REEP1 SLC5A6 SPTLC1 TWNK YME1L1 HP_FIBROADENOMA_OF_THE_BREAST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FIBROADENOMA_OF_THE_BREAST AKT1 APC CASP10 FAS FASLG PDE11A PRKAR1A PRKCD PRLR PTEN RASGRP1 HP_FIBROSARCOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FIBROSARCOMA APC BMPR1A COL1A1 CTNNB1 FOXC2 GREM1 MTAP MUTYH PDGFB SPRED1 HP_FIBROUS_TISSUE_NEOPLASM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FIBROUS_TISSUE_NEOPLASM ABCA5 AKT1 ANTXR2 APC ATP6V1B2 BAP1 BMPR1A CASP10 CDC73 CDKN1A CDKN1B CDKN2B CDKN2C COL4A5 COL4A6 CREB1 CTNNB1 DHCR24 ELMO2 FAM20A FAM20C FAS FASLG FLNA GREM1 HRAS IFNG IL6ST KCNH1 KCNMA1 KCNN3 KIT KLLN KRAS KRT17 LRP1 MEN1 MLH1 MSH2 MSH6 MTAP MUTYH NF1 NF2 NOTCH3 NRAS PDE11A PDGFB PDGFRB PIK3CA PLCD1 PRKAR1A PRKCD PRLR PTCH1 PTEN RASGRP1 REST RSPRY1 SDHB SDHC SDHD SEC23B SMARCB1 SMARCE1 SMO SOS1 SPRED1 SPTBN1 SUFU TERT TRAF7 TSC1 TSC2 USF3 HP_FIBULAR_APLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FIBULAR_APLASIA AMER1 BMPR1B CPLANE1 FLNA FLNB GDF5 LMBR1 RBM8A TBX15 WNT7A HP_FIBULAR_BOWING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FIBULAR_BOWING CCDC47 CILK1 CLCN5 COL11A2 CYP27B1 CYP2R1 FGFR3 NOTCH2 PHEX SERPINH1 SLC34A3 VDR HP_FIBULAR_HYPOPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FIBULAR_HYPOPLASIA AFF3 AFF4 AMER1 ATR BHLHA9 BMPR1B CEP120 COG4 COL11A1 DYNC2H1 EIF4A3 FLNA FZD2 GDF5 GPC6 IFT122 INPPL1 INTU MET PTH1R SF3B4 SHOX SLC35D1 SMOC1 SOX9 HP_FINE_HAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FINE_HAIR ABCD1 ALMS1 ALX4 BRAF BRF1 CARS1 CBL CDH3 CDSN COL3A1 CSTB CTC1 DCAF17 DEAF1 DSG4 EDA EDAR EDARADD EED ERCC2 EZH2 GATAD2B GJA1 GJB6 GNPTAB GTPBP2 HECTD4 HPD HRAS IFT122 IFT43 IKBKG ITGA3 KAT6B KCTD1 KRAS KRT25 KRT71 KRT74 KRT81 KRT83 KRT86 LIG4 LIPH LPAR6 MAP2K1 MAP2K2 MED12 MSX1 NAA10 NBAS NSD1 NSUN2 OCRL PCNT PIGL PPP1R15B PYCR1 RAF1 RLIM RMRP RNU4ATAC SATB2 SIN3A SIN3B SKIC3 SLC7A7 SMAD4 SMARCAL1 SPINK5 SUOX SUZ12 TINF2 TP63 TRIM8 TRMT10A TRPS1 TWIST2 WDR35 WNT10A HP_FINGERNAIL_DYSPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FINGERNAIL_DYSPLASIA DVL1 DVL3 FZD2 IL11RA KRT16 KRT17 KRT6A KRT6B LMX1B LRP4 NXN ROR2 SOST TFAP2A TP63 WNT5A HP_FINGERPRINT_INTRACELLULAR_ACCUMULATION_OF_AUTOFLUORESCENT_LIPOPIGMENT_STORAGE_MATERIAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FINGERPRINT_INTRACELLULAR_ACCUMULATION_OF_AUTOFLUORESCENT_LIPOPIGMENT_STORAGE_MATERIAL CLN3 CLN5 CLN6 CLN8 DNAJC5 KCTD7 HP_FINGER_AGNOSIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FINGER_AGNOSIA ABCA7 APP PSEN1 PSEN2 SORL1 TOMM40 TREM2 HP_FINGER_CLINODACTYLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FINGER_CLINODACTYLY ABCC8 ABL1 ACVR1 ADNP AFF2 AGO2 AKT1 ALDH1A2 ALG12 ALX1 ALX3 AMER1 AMMECR1 ANKRD11 AP1G1 ARID1B ATG7 ATP2B1 ATP6V1B2 ATR ATRIP ATRX AUTS2 B3GLCT BAZ1B BCL7B BCOR BCR BHLHA9 BLM BMP2 BMP4 BMPR1B BPTF BRAF BRAT1 BRCA1 BRCA2 BRD4 BRF1 BRIP1 BUB1 BUB1B BUB3 BUD23 CANT1 CASZ1 CBL CCDC22 CCDC32 CCDC47 CCDC8 CCNK CCNQ CD96 CDC45 CDC6 CDH11 CDKN1C CDT1 CENPE CENPJ CEP152 CEP55 CEP57 CHD7 CHRNA7 CHSY1 CITED2 CKAP2L CLCN3 CLIP2 CNOT2 CNOT3 COG5 COG8 COL11A1 COL27A1 CPLANE1 CREBBP CRKL CSGALNACT1 CSNK2A1 CTCF CUL4B CUL7 DACT1 DDX11 DEAF1 DHPS DLK1 DLX3 DNA2 DNAJC30 DONSON DPAGT1 DPF2 DSP DVL1 DVL3 DYM EFNB1 EIF4A3 EIF4H ELN EMG1 EP300 EPB41L1 ERCC4 ESCO2 EVC EVC2 EXT2 FAM149B1 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FGD1 FGF16 FGFR2 FGFR3 FKBP6 FLII FLNB FLT4 FOXP2 FRA10AC1 FZD2 GABRD GATA4 GATA5 GATA6 GDF1 GDF5 GJA1 GJA5 GJA8 GMNN GNB2 GPC3 GPC4 GRB10 GTF2I GTF2IRD1 GTF2IRD2 H19 H3-3B H4C3 HDAC4 HDAC8 HEATR3 HIC1 HMGA2 HNRNPH1 HNRNPK HNRNPR HOXA11 HOXA13 HOXD13 HSPG2 IFT122 IFT140 IFT43 IFT52 IGF1 IGF2 IHH IQSEC2 IRX5 JAG1 JUP KAT6B KAT8 KCNAB2 KCNJ11 KCNJ2 KCNK4 KCTD1 KDM1A KDM4B KDM6B KDR KIAA0753 KIF7 KIFBP KLF13 KMT2A KMT2B KNSTRN KPTN KRAS L1CAM LEMD3 LIG4 LIMK1 LMNA LMNB2 LMX1B LTBP1 LUZP1 LZTR1 MACROH2A1 MAD2L2 MAF MAN1B1 MAP1B MAP3K7 MAPK1 MAPK8IP3 MAPRE2 MASP1 MBD5 MCTP2 MECOM MECP2 MED12 MEF2C MEG3 MEGF8 METTL27 MIA3 MITF MLXIPL MMP23B MRAS MYCN MYL11 NAA10 NAA20 NARS2 NCF1 NEDD4L NEK1 NEXMIF NFIX NIN NIPBL NKX2-5 NKX2-6 NOG NONO NPR2 NRAS NSD2 NSUN2 NUP37 NUP85 NXN OBSL1 ODC1 OFD1 OGT ORC1 ORC4 ORC6 PACS1 PACS2 PAFAH1B1 PAICS PALB2 PCNT PDE6D PDPN PHF21A PHIP PIEZO2 PIGH PIGL PIGN PIGS PIGY PIK3CD PITX1 PKDCC PLAG1 PLK4 PLXND1 PNPLA6 POLA1 PPP2R1A PQBP1 PRDM16 PRKACB PRKCZ PRR12 PTEN PTH1R PTPN11 PUF60 QRICH1 RAB11B RAB18 RAB23 RAD21 RAD51 RAD51C RAF1 RAI1 RASA2 RB1 RBBP8 RBM8A RERE REV3L RFC2 RFWD3 RIT1 RNF216 RNU4ATAC ROR2 RPL10 RRAS RRAS2 RSPRY1 RTL1 RUNX2 SALL1 SATB2 SEMA3E SH3PXD2B SHANK3 SHOX SIAH1 SIK3 SIN3A SKI SLC2A10 SLC9A7 SLX4 SMARCA2 SMC1A SMC3 SMOC1 SNRPB SNRPN SOS1 SOS2 SOX4 SOX6 SPECC1L SPEN SPOP SPRED1 SPRED2 SRCAP STAG1 STAG2 STX1A TBC1D24 TBL2 TBX1 TBX15 TBX4 TBX5 TCF20 TCF4 TCTN3 TELO2 TFAP2A TFAP2B TGDS TMEM147 TMEM216 TMEM270 TOPORS TP63 TPR TRAIP TRAPPC9 TRIO TRIP13 TRPM3 TRPS1 TRPV4 TRRAP TWIST1 TWIST2 UBA2 UBE2T UBE3A UBE3B UBE4B UBR1 USP7 VPS13B VPS37D WDR11 WDR19 WDR35 WDR4 WIPI2 WNT5A XRCC2 XRCC4 XYLT1 YWHAE YY1AP1 ZC4H2 ZFPM2 ZMYM2 ZNF292 ZNF462 HP_FINGER_SWELLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FINGER_SWELLING MMP2 OCRL PSMB4 PSMB8 PSMB9 TRAPPC2 HP_FINGER_SYNDACTYLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FINGER_SYNDACTYLY ABCC9 ADAMTS3 AKT1 ALDH1A2 APC ARHGAP31 ARL6 ARL6IP6 BAP1 BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCOR BHLHA9 BMP4 BMS1 BRCA1 BRCA2 BRIP1 BTRC CACNA1C CCBE1 CCDC22 CDC45 CDH1 CDH11 CDH3 CEP19 CEP290 CFAP418 CHRNG CHSY1 CHUK CKAP2L CPLANE1 CTNND1 CTNND2 DCHS1 DHCR7 DHODH DLL3 DLL4 DLX5 DLX6 DOCK6 DPYSL5 DSP DVL1 DVL3 EED EFNB1 EOGT EPS15L1 ERCC4 ESCO2 EZH2 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAT4 FBXW4 FERMT1 FGD1 FGF10 FGFR1 FGFR2 FGFR3 FLI1 FLNB FRAS1 FREM2 FZD2 GDF5 GJA1 GLI3 GNA11 GPC3 GPC4 GRIP1 H4C9 HDAC4 HES7 HOXA11 HOXD13 IFT122 IFT172 IFT27 IFT43 IFT52 IFT74 IKBKG IRF6 ITGB4 JUP KAT6A KCNJ8 KCTD1 KIF7 KIFBP LFNG LMBR1 LRP4 LZTFL1 MAB21L2 MAD2L2 MECOM MED12 MED25 MEGF8 MESP2 MKKS MKS1 MYH3 NAA10 NECTIN1 NECTIN4 NEDD4L NEK1 NEK9 NOG NOTCH1 NPHP1 NSD1 NSDHL NXN OFD1 ORC1 PALB2 PAX3 PHGDH PIEZO2 PIK3CA PITX1 PLEC PLXND1 PNPLA6 PORCN PPP2R3C PSAT1 PTDSS1 PTEN RAB23 RAD51 RAD51C RB1 RBM10 RBM8A RBPJ REV3L RFWD3 RIPK4 RIPPLY2 ROR2 RPL10 RTTN SALL1 SALL4 SCAPER SCLT1 SDCCAG8 SEM1 SEMA5A SETBP1 SF3B4 SHH SLX4 SMO SMOC1 SOST SPECC1L SUZ12 TBX5 TCTN3 TMEM53 TP63 TRIM32 TTC8 TWIST1 TWIST2 UBA2 UBE2T UBE3A VPS13B VPS35L WASHC5 WDPCP WDR19 WDR35 WNT10B WNT5A WNT7A XRCC2 HP_FIRST_DEGREE_ATRIOVENTRICULAR_BLOCK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FIRST_DEGREE_ATRIOVENTRICULAR_BLOCK ABCC9 ACTC1 AKAP9 CACNA1C CACNA2D1 CACNB2 CITED2 CTNNA3 DMPK DOHH DTNA EMD GATA4 GATA6 GJA5 GPD1L HCN4 KCND3 KCNE3 KCNE5 KCNJ8 KCNK3 LMNA MYBPC3 MYH6 MYL4 MYPN NKX2-5 PKP2 PSEN1 PSEN2 RANGRF SCN10A SCN1B SCN2B SCN3B SCN5A SCNN1A SEMA3A SLMAP TBX20 TBX5 TLL1 TRPM4 HP_FIRST_DORSAL_INTEROSSEI_MUSCLE_WEAKNESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FIRST_DORSAL_INTEROSSEI_MUSCLE_WEAKNESS ATP1A2 BSCL2 CACNA1A GARS1 JAG1 PRRT2 REEP1 SCN1A HP_FLANK_PAIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FLANK_PAIN APRT CALR JAK2 MPL TBX18 TET2 HP_FLARED_ILIAC_WING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FLARED_ILIAC_WING AIFM1 ARSB B3GALT6 BGN CREBBP DDR2 EP300 FLNA GLB1 GNPTAB GNPTG GPC3 GPC4 GPX4 IDUA IHH MMP13 PHEX RAB23 TRIP11 TRPV4 VPS33A HP_FLARED_LOWER_LIMB_METAPHYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FLARED_LOWER_LIMB_METAPHYSIS COL11A2 COMP EZH2 POLR1A TRPV4 HP_FLARED_METAPHYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FLARED_METAPHYSIS ALG9 ANKH B3GALT6 B3GAT3 B4GALT7 CHST3 COG4 COL10A1 COL11A2 COL2A1 COMP CYP3A4 DDR2 DDRGK1 EED ERCC1 EZH2 FAM111A FGFR3 FIG4 FLNA GJA1 GSC IARS2 KIF22 LBR LIFR MAP3K7 MMP13 NANS NPR2 OSTM1 PCNT PCYT1A PEX7 POLR1A PRKG2 PTDSS1 PTH1R RMRP RUNX2 SH3PXD2B SLC39A13 TAPT1 TCIRG1 TONSL TRPV4 VAC14 XYLT1 HP_FLARED_NOSTRILS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FLARED_NOSTRILS ANKRD17 BRCC3 CAMTA1 CDC42 NAA10 PDHA1 SIN3A SMOC1 TCF4 USP9X HP_FLARING_OF_RIB_CAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FLARING_OF_RIB_CAGE B3GALT6 DYM GALNS GLB1 IL1RN RMRP TRIP11 TRPV4 HP_FLATTENED_EPIPHYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FLATTENED_EPIPHYSIS ACAN AIFM1 CANT1 CCN6 CHST3 COL2A1 COL9A1 COL9A2 EIF2AK3 GNPTG IFT122 KIF22 KIF7 MMP13 PTH1R RAB33B SLC10A7 SLC26A2 SLC39A13 TBX4 TONSL TRPS1 TRPV4 UFSP2 HP_FLATTENED_FEMORAL_EPIPHYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FLATTENED_FEMORAL_EPIPHYSIS ACAN CCN6 COL2A1 COL9A1 GNPTG KIF22 SLC26A2 SLC39A13 TBX4 TONSL TRPS1 TRPV4 UFSP2 HP_FLATTENED_FEMORAL_HEAD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FLATTENED_FEMORAL_HEAD COL2A1 GLB1 PRG4 RAB33B RSPRY1 TRAPPC2 TRPV4 HP_FLAT_ACETABULAR_ROOF https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FLAT_ACETABULAR_ROOF BGN CANT1 CEP120 CHD4 COG1 COL2A1 COMP CSGALNACT1 DYM FGFR3 FIG4 FLNB GNPTAB GPX4 IFT52 INPPL1 LYSET MATN3 NANS PAM16 PTH1R RAB33B SLC26A2 SLC35D1 TRIP11 TRPV4 WDR35 XYLT1 HP_FLAT_CORNEA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FLAT_CORNEA BAZ1B BCL7B BUD23 CLIP2 DNAJC30 EIF4H ELN FKBP6 GTF2I GTF2IRD1 GTF2IRD2 KERA LIMK1 MARK3 METTL27 MLXIPL NCF1 PRDM5 RFC2 STX1A TBL2 TGFB2 TMEM270 VPS37D HP_FLAT_FACE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FLAT_FACE ABCC9 ADAMTS3 ALG2 AMER1 AMMECR1 ATP6V0A2 ATRX B3GALT6 B3GAT3 B4GALT7 BPNT2 BRPF1 CAMK2G CCBE1 CDCA7 CDH1 CDH11 CHST3 COL11A1 COL11A2 COL2A1 COL3A1 COL9A1 COL9A2 COL9A3 CREBBP CTNND1 DCPS DEAF1 DNMT3B DVL1 EBP EHMT1 EP300 FAT4 FBXO31 FGFR2 FGFR3 FLNA FLNB FN1 GAD1 GATA1 GLB1 GNPTAB GPC6 GUSB HELLS HSPG2 KAT5 KIAA0753 KIF22 KMT2A LONP1 MAF MAN2B1 MAPRE2 MATN3 MN1 MYH3 PAICS PAK3 PAX3 PDE4D PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PLOD3 PPP1R12A PPP2R3C PRMT7 PTCH1 RAB5IF RAD21 ROR2 SLC26A2 SLC35B2 SLC39A8 SMARCA2 SMC3 SOX9 SUMF1 TAPT1 TBX22 TMCO1 TMEM70 TRIP11 TUBB TWIST1 WNT5A XYLT1 ZBTB24 HP_FLAT_FOREHEAD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FLAT_FOREHEAD B4GALT7 CAMK2G CHST14 COG7 EXT2 FGFR2 IARS2 IL11RA KCNH1 KNSTRN LRP5 PIK3CD RECQL4 TWIST1 HP_FLAT_NASAL_ALAE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FLAT_NASAL_ALAE DDB2 ERCC2 ERCC3 ERCC4 ERCC5 PTCH1 XPA XPC HP_FLAT_OCCIPUT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FLAT_OCCIPUT ADSL AMER1 ASPM CYP27B1 CYP2R1 DPM1 EHMT1 EZH2 FGFR2 FIG4 HK1 IL11RA INPPL1 KIF11 MAN1B1 MAN2B1 MCTP2 METTL23 OCA2 OCRL OTUD6B PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PPP1R21 PTCH1 RALGAPA1 RPS23 SATB2 SETD1B SH3PXD2B SLC25A12 SLC34A3 SLC35A1 SNRPN SYNE1 TAF1 TMEM70 TUBB3 TWIST1 UBE3A UBE3B UFC1 VDR WDR73 ZIC1 HP_FLEXION_CONTRACTURE_OF_DIGIT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FLEXION_CONTRACTURE_OF_DIGIT ABL1 ACTG2 ADAMTS3 ADAMTSL2 ADAT3 ALG12 ALG8 ALX1 ALX3 AMER1 ANTXR2 APC2 ARID1B ARPC4 ARX ASXL1 ASXL3 ATAD1 ATP6V1A ATP6V1E1 ATPAF2 B9D2 BCOR BCR BGN BHLHA9 BLTP1 BRPF1 CACNA1C CANT1 CAPN3 CASZ1 CCBE1 CCDC22 CCDC32 CCN6 CDC42 CDC45 CDC6 CDH3 CDK13 CDT1 CHD7 CHN1 CHRNG CHST3 CLCF1 CNTN1 COG1 COG5 COL11A1 COL11A2 COL12A1 COL1A1 COL3A1 COL6A1 COL6A2 COL6A3 CRKL CRLF1 CSGALNACT1 CTDP1 CUL4B DCHS1 DHODH DLK1 DLL3 DOK7 DPAGT1 DPH1 DPH2 DPM1 DSE DSP DUSP6 DVL1 DVL3 DYM ECEL1 EED EFNB1 EIF5A EMG1 EPB41L1 ERCC1 ERCC2 ERCC5 ERCC6 ERLIN2 EXOSC5 EZH2 FAT4 FBN1 FBN2 FBXO28 FERMT1 FGD1 FGF17 FGF8 FGFR1 FGFR2 FGFR3 FHL1 FIBP FKTN FLNA FLVCR1 FZD2 GABRD GDF5 GJA1 GJA5 GJA8 GLDN GLI3 GLUL GMNN GNPTAB GNRH1 GNRHR GON7 GORAB GPC3 GPC4 GPKOW H1-4 H4C9 HES7 HINT1 HOXD13 HS6ST1 HSPG2 HUWE1 IDS IDUA IGHMBP2 IKBKG IL6ST IPO8 ITCH JUP KAT6B KCNAB2 KCNK9 KDM5B KDM5C KIF15 KIF21A KISS1 KISS1R KLHL7 KRT1 KRT16 KRT9 L1CAM LAGE3 LAMB3 LBR LFNG LGI4 LIFR LMBR1 LMBRD2 LMNA LUZP1 MAF MAFB MAGEL2 MAP3K7 MAPK1 MBTPS2 MED12 MED13L MED25 MEG3 MEGF10 MEGF8 MESP2 MET MKS1 MMP2 MMP23B MORC2 MSL3 MUSK MYBPC1 MYH3 MYL11 MYO9A MYOD1 NAA10 NALCN NEDD4L NEK9 NHLH2 NKAP NLRP3 NOD2 NOG NSD1 NSMF NT5C2 NUP107 NUP133 NUP188 NUP88 NXN OCRL ORC1 ORC4 ORC6 OSGEP PAX3 PDPN PERP PEX1 PEX2 PEX5 PEX6 PHF6 PHGDH PIEZO2 PIGL PIGN PLOD3 POLR3A POLR3GL POR PORCN PPP2R5D PQBP1 PRDM16 PRDM5 PRG4 PRKCZ PROK2 PROKR2 PSMB8 RAB23 RAB3GAP1 RAPSN RERE RIC1 RIPPLY2 ROR2 RPL10 RTL1 RTTN SALL4 SATB2 SCARF2 SCN4A SETBP1 SETD2 SH3PXD2B SHH SKI SLC18A3 SLC26A2 SLC29A3 SLC35A2 SLC35A3 SLC39A13 SMAD3 SMAD4 SMARCAD1 SMC1A SMG9 SMOC1 SMS SNX14 SPART SPEN SPRY4 STAC3 SUZ12 TAC3 TACR3 TBC1D2B TBR1 TBX15 TBX2 TBX3 TCTN3 TDO2 TGDS TGFB3 TGFBR1 TGFBR2 THOC6 TLK2 TMEM70 TNNC2 TNNI2 TNNT3 TOR1A TOR1AIP1 TP53RK TP63 TPM2 TPRKB TRPS1 TRPV4 TUBA1A TUBB3 TWIST2 UBE4B UPF3B WDR11 WDR4 WDR73 WIPI2 WNT5A XYLT1 YRDC ZC4H2 ZDHHC9 ZEB2 ZMPSTE24 ZNF407 ZNF469 HP_FLUCTUATIONS_IN_CONSCIOUSNESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FLUCTUATIONS_IN_CONSCIOUSNESS ALAD GBA1 MEN1 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW SLC25A13 SNCA SNCB YY1 HP_FLUSHING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FLUSHING ADGRE2 ALDH2 APC2 ASXL1 ATP1A2 ATP1A3 ATRX BRAF CACNA1A CBL CDH23 DEPDC5 DLST DNMT3A EPAS1 FH HNF4A HPGD KIF1B KIT MAOA MAX MDH2 NF1 NPRL2 NPRL3 NR3C1 NSD1 RET RUNX1 RYR1 SCN9A SDHA SDHAF2 SDHB SDHC SDHD SETD2 SLC1A3 SLC25A11 SRSF2 TET2 TMEM127 TP53 USP48 USP8 VHL HP_FOAMY_URINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FOAMY_URINE ACTN4 ANKFY1 ANLN APOL1 ARHGAP24 ARHGDIA CD2AP COL4A3 COQ8B CRB2 DAAM2 EMP2 GAPVD1 INF2 MAGI2 MYO1E NPHS1 NPHS2 NUP107 NUP133 NUP160 NUP205 NUP37 NUP85 NUP93 PAX2 PLCE1 PTPRO TBC1D8B TRPC6 WT1 HP_FOAM_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FOAM_CELLS APOE ASAH1 CSF2RA CSF2RB GLB1 HLA-DRB1 LCAT LIPA NEU1 NPC1 NPC2 PIK3CG SC5D SMPD1 HP_FOCAL_AUTONOMIC_SEIZURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FOCAL_AUTONOMIC_SEIZURE DEPDC5 GAL KCNQ2 KCNQ3 KCNT1 LGI1 MICAL1 RELN HP_FOCAL_AWARE_SEIZURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FOCAL_AWARE_SEIZURE ALDH7A1 CNTNAP2 CPA6 DEPDC5 FRRS1L GABRA1 GABRG2 GAL GJC2 GRIN2A LGI1 MICAL1 NPRL2 NPRL3 PCDH19 PLPBP RELN SCN1A SCN1B SCN2A SCN9A SUPT16H TBK1 TICAM1 TLR3 TRAF3 UNC93B1 HP_FOCAL_CLONIC_SEIZURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FOCAL_CLONIC_SEIZURE ADAM22 ATP1A3 CACNA2D1 CUX2 DMXL2 FRRS1L FZR1 GABBR2 GABRA1 GABRG2 GLYCTK GNB1 GRIN2A KANSL1 KCNK4 KCNQ2 KCNQ3 KCNT1 LGI1 MICAL1 PACS2 PCDH12 PCDH19 PEX3 PIGA PLCB1 PRRT2 RELN SCN1A SCN1B SCN2A SCN8A SCN9A SLC12A5 SLC25A22 SMARCAL1 SRPX2 ST3GAL3 TBC1D24 UFSP2 HP_FOCAL_COGNITIVE_SEIZURE_WITH_DEJA_VU_JAMAIS_VU https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FOCAL_COGNITIVE_SEIZURE_WITH_DEJA_VU_JAMAIS_VU DEPDC5 GAL LGI1 MICAL1 NPRL2 NPRL3 RELN HP_FOCAL_CORTICAL_DYSPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FOCAL_CORTICAL_DYSPLASIA AKT3 CNTNAP2 COL4A1 COPB2 DEPDC5 DYNC1H1 MTOR NPRL2 NPRL3 NUP133 PIK3CA POMT1 SCO2 TSC1 TSC2 HP_FOCAL_CORTICAL_DYSPLASIA_TYPE_II https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FOCAL_CORTICAL_DYSPLASIA_TYPE_II DEPDC5 MTOR NPRL3 TSC1 TSC2 HP_FOCAL_DYSTONIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FOCAL_DYSTONIA AARS1 ACTA1 ALDH18A1 ALG9 ALS2 ANO3 AOPEP ARX ATN1 ATP13A2 ATP1A3 ATP5MC3 B3GALT6 C19orf12 CACNA1A CASR CDK10 CEP85L CHN1 CIZ1 CNP COASY COL12A1 COL25A1 COL6A1 COL6A2 COL6A3 COLEC11 COX20 CP CPLX1 DDC DRD2 DRD5 FGFR2 FGFR3 FLI1 FOXP2 FTL FUS GCH1 GDAP2 GNA11 GNAL GNAS GRIK2 HEXB HINT1 HK1 HPCA HSPG2 IMPDH2 ITGA7 KCNA1 KCNC3 KCNN2 KCTD17 KIF1C KIF21A KMT2B MAFB MAPT MECR MYF5 NAA10 NAXE NDUFA6 NEK9 NGLY1 NKX6-2 NR4A2 PANK2 PARK7 PCGF2 PHOX2A PLA2G6 PLP1 PNKD POLR1B POLR1C POLR1D PRDX3 PRKAR1B PRKCG PRKRA PRRT2 REEP1 RNF170 ROBO3 SALL4 SCP2 SGCE SIGMAR1 SLC19A3 SLC39A14 SLC6A3 SOX10 SPG11 SPTBN1 SPTLC1 STARD7 STX16 SUPT16H SYNGAP1 TACSTD2 TAF1 TBC1D24 TBP TCOF1 TGFB2 TGM6 TH THAP1 TIMM8A TMEM151A TOR1A TRPM3 TRPV4 TSPOAP1 TUBA1A TUBB2B TUBB3 TUBB4A TWIST1 VAC14 VPS11 VPS13A VPS13D VPS16 ZNF142 HP_FOCAL_EMOTIONAL_SEIZURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FOCAL_EMOTIONAL_SEIZURE GLI3 GRIN1 KCNQ2 KCNT1 MTHFS NGLY1 PACS1 PHGDH PIGA PLCB1 SCN1A SCN2A SLC12A5 SLC25A22 SLC38A3 SMO TBC1D24 HP_FOCAL_HEMICLONIC_SEIZURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FOCAL_HEMICLONIC_SEIZURE ATP1A3 CACNA2D1 CUX2 FRRS1L FZR1 GABRA1 GABRG2 GNB1 GRIN2A KANSL1 KCNQ2 KCNT1 PCDH19 PIGA PLCB1 SCN1A SCN1B SCN2A SCN8A SCN9A SLC12A5 SLC25A22 SMARCAL1 TBC1D24 HP_FOCAL_HYPERKINETIC_SEIZURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FOCAL_HYPERKINETIC_SEIZURE CABP4 CHRNA2 CHRNA4 CHRNB2 CRH DEPDC5 KCNT1 HP_FOCAL_IMPAIRED_AWARENESS_SEIZURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FOCAL_IMPAIRED_AWARENESS_SEIZURE ACSF3 ADGRV1 AGO1 AP2M1 APC2 ARHGEF9 ATP1A3 ATP6V0A1 ATP6V1B2 ATXN10 BRAT1 CACNA1A CACNA1D CACNA2D1 CAMK2B CDH2 CEP85L CIC CLCN4 CLN8 CNOT1 CNPY3 CNTN2 CNTNAP2 CPA6 CRIPT DEPDC5 DNM1 DNM1L DOCK7 EPM2A FGF13 FGFR3 FIG4 FMN2 FRRS1L GABBR2 GABRA1 GABRA3 GABRD GABRG2 GAL GAMT GJC2 GNAI1 GNAO1 GNB1 GNB2 GRIK2 GRIN1 GRIN2A GRIN2B HCN1 HID1 HTT ITPR1 KCNB1 KCNC2 KCNQ2 KCNQ3 KCNQ5 KCNT1 KDM6A KDM6B KMT2D LAMC3 LGI1 LGI4 LRP5 MACF1 MAST3 MICAL1 MTOR MYT1L NHLRC1 NPRL2 NPRL3 NSD1 NUS1 OPHN1 PAFAH1B1 PCDH19 PDE2A PIGA PLCB1 PNPLA8 POGZ PPFIBP1 PRRT2 RELN RNU12 SCN1A SCN1B SCN2A SCN3A SCN8A SCN9A SETD2 SLC12A5 SLC25A22 SLC31A1 STRADA STX1B STXBP1 SUPT16H TANGO2 TBC1D24 TBK1 TGFB1 TICAM1 TLR3 TRAF3 TRIM8 TSC1 TSC2 UNC93B1 VPS11 VPS35L ZNFX1 HP_FOCAL_MOTOR_SEIZURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FOCAL_MOTOR_SEIZURE ADAM22 AKT3 ALDH7A1 AP3D1 ARX ATP1A2 ATP1A3 ATXN10 BTD CABP4 CACNA1A CACNA1D CACNA2D1 CAMTA1 CHRNA2 CHRNA4 CHRNB2 CLCN4 CLN5 CRH CUX2 DEPDC5 DMXL2 DPAGT1 DPYD EN1 ERMARD EXTL3 FAR1 FRRS1L FZR1 GABBR2 GABRA1 GABRG2 GLYCTK GNAO1 GNB1 GRIA3 GRIN1 GRIN2A HACE1 KANSL1 KCNK4 KCNQ2 KCNQ3 KCNT1 KCTD7 LAMC3 LGI1 MICAL1 MTOR NDUFA2 NDUFAF6 NGLY1 NR4A2 PACS2 PAFAH1B1 PCDH12 PCDH19 PEX3 PIGA PIK3CA PLCB1 PLPBP POLG POU4F1 PPP3CA PRRT2 PTPN23 PURA PYCR2 RELN SATB1 SCN1A SCN1B SCN2A SCN8A SCN9A SDHA SDHAF1 SDHB SDHD SIK1 SLC12A5 SLC1A2 SLC1A3 SLC25A22 SLC35A3 SMARCAL1 SMS SNORD118 SRPX2 ST3GAL3 STXBP1 TBC1D24 TMEM231 UFSP2 WDR45B YWHAG HP_FOCAL_MOTOR_STATUS_EPILEPTICUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FOCAL_MOTOR_STATUS_EPILEPTICUS BRAT1 COQ8A GABRA1 GABRG2 MAST3 MRM2 PCDH19 PDE2A PDSS2 POLG SCN1A SCN1B SCN2A SCN9A SLC38A3 TWNK HP_FOCAL_MYOCLONIC_SEIZURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FOCAL_MYOCLONIC_SEIZURE ALDH7A1 AP3D1 CACNA1D CAMTA1 CLN5 EXTL3 GRIN2A HACE1 KCTD7 PLPBP POLG POU4F1 PYCR2 SATB1 SDHA SDHAF1 SDHB SDHD SIK1 SLC25A22 TMEM231 HP_FOCAL_NON_MOTOR_SEIZURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FOCAL_NON_MOTOR_SEIZURE ADGRG1 ATP1A2 CACNA1A CNTN2 DEPDC5 EPM2A GAL GLI3 GRIN1 KCNA1 KCNQ2 KCNQ3 KCNT1 LGI1 MICAL1 MTHFS NGLY1 NHLRC1 NPRL2 NPRL3 PACS1 PCDH19 PDE2A PHGDH PI4KA PIGA PLCB1 PRRT2 RELN SCN1A SCN2A SCN8A SLC12A5 SLC25A22 SLC38A3 SMO SRPX2 TBC1D24 TREX1 HP_FOCAL_ONSET_SEIZURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FOCAL_ONSET_SEIZURE ACO2 ACSF3 ADAM22 ADGRG1 ADGRV1 ADPRS ADRA2B AFF3 AGO1 AKT1 AKT3 ALDH7A1 AMACR AP2M1 AP3D1 AP4S1 APC2 ARF1 ARFGEF2 ARHGEF9 ARV1 ARX ATP1A2 ATP1A3 ATP5PO ATP6V0A1 ATP6V1A ATP6V1B2 ATXN10 BAP1 BRAT1 BTD CABP4 CACNA1A CACNA1C CACNA1D CACNA2D1 CAMK2B CAMTA1 CARS2 CASK CDC40 CDH2 CDKL5 CEP85L CHD2 CHRNA2 CHRNA4 CHRNB2 CIC CLCN3 CLCN4 CLCNKB CLN3 CLN5 CLN6 CLN8 CNOT1 CNPY3 CNTN2 CNTNAP2 COL4A1 COL4A2 COPB1 COX11 CPA6 CPLX1 CRH CRIPT CSF1R CTNND2 CTSF CUX2 CYP26C1 DCX DEPDC5 DMXL2 DNM1 DNM1L DOCK7 DOLK DPAGT1 DPYD DPYSL5 DYNC1H1 EN1 EPM2A ERMARD EXOC7 EXTL3 FA2H FAR1 FBP2 FBXO28 FGF12 FGF13 FGFR3 FIG4 FLNA FMN2 FRRS1L FZR1 GABBR2 GABRA1 GABRA3 GABRA5 GABRB3 GABRD GABRG2 GAL GALNT2 GAMT GJC2 GLI3 GLYCTK GNAI1 GNAO1 GNB1 GNB2 GOLGA2 GOSR2 GRIA2 GRIA3 GRIK2 GRIN1 GRIN2A GRIN2B GRM7 H4C5 HACE1 HCN1 HHAT HID1 HTT IER3IP1 IFNG ITPR1 KANSL1 KCNA1 KCNB1 KCNC2 KCNJ11 KCNK4 KCNMA1 KCNQ2 KCNQ3 KCNQ5 KCNT1 KCTD7 KDM6A KDM6B KMT2D LAMA2 LAMC3 LGI1 LGI4 LRP5 MACF1 MAP1B MAPK10 MARCHF6 MAST3 MBOAT7 MDH2 METTL23 MICAL1 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW MTFMT MTHFR MTHFS MTOR MYT1L NACC1 NARS1 NBEA NCDN NDUFA2 NDUFAF6 NECAP1 NEDD4L NEUROD2 NEXMIF NF1 NF2 NFU1 NGLY1 NHLRC1 NPRL2 NPRL3 NR4A2 NSD1 NUS1 OPHN1 PACS1 PACS2 PAFAH1B1 PCDH12 PCDH19 PCYT2 PDE2A PDGFB PDSS2 PEX3 PHGDH PI4KA PIGA PIGP PIGQ PIGS PIGW PIK3CA PLCB1 PLPBP PNKP PNPLA8 POGZ POLG POLR3A POLRMT POU4F1 PPFIBP1 PPIL1 PPP2CA PPP2R5D PPP3CA PRMT7 PRRT2 PSAP PTPN23 PURA PUS3 PYCR2 RARS1 RELN RNU12 ROGDI RPL10 SAMD12 SATB1 SCN1A SCN1B SCN2A SCN3A SCN8A SCN9A SDHA SDHAF1 SDHB SDHD SEC31A SETD2 SIK1 SLC12A3 SLC12A5 SLC13A5 SLC1A2 SLC1A3 SLC22A5 SLC25A10 SLC25A22 SLC2A1 SLC31A1 SLC32A1 SLC35A3 SLC38A3 SLC6A1 SMARCAL1 SMARCB1 SMARCE1 SMC1A SMO SMS SNORD118 SPATA5L1 SPTBN1 SRPX2 ST3GAL3 STRADA STX1B STXBP1 SUFU SUPT16H SYN1 SYNGAP1 SZT2 TANGO2 TBC1D24 TBCK TBK1 TERT TFE3 TGFB1 TICAM1 TLR3 TMEM231 TMEM94 TMTC3 TRAF3 TRAF7 TREX1 TRIM8 TSC1 TSC2 TUBA1A TUBB2B TUBB3 UFSP2 UNC93B1 VAMP2 VARS1 VARS2 VPS11 VPS35L WARS2 WDR45B YEATS2 YWHAG ZEB2 ZNFX1 HP_FOCAL_SEGMENTAL_GLOMERULOSCLEROSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FOCAL_SEGMENTAL_GLOMERULOSCLEROSIS ACTN4 ANKFY1 ANLN APOL1 ARHGAP24 ARHGDIA CD2AP CLCN5 CLCNKB COL4A3 COQ2 COQ6 COQ8B CRB2 DAAM2 EMP2 G6PC1 GAPVD1 GON7 INF2 ITGA3 JAG1 KIRREL1 LAGE3 LAMA5 LMX1B MAGI2 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW MTX2 MYO1E NARS2 NPHS1 NPHS2 NUP107 NUP133 NUP160 NUP205 NUP37 NUP85 NUP93 PAX2 PLCE1 PTPRO REN SCARB2 SEC61A1 SGPL1 SLC12A3 SLC37A4 SMARCAL1 TBC1D8B TP53RK TPRKB TRPC6 VPS33A WDR4 WDR73 WT1 HP_FOCAL_SENSORY_SEIZURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FOCAL_SENSORY_SEIZURE ADGRG1 ATP1A2 CACNA1A CNTN2 EPM2A GAL KCNA1 LGI1 MICAL1 NHLRC1 PCDH19 PI4KA PRRT2 RELN SCN1A SRPX2 TREX1 HP_FOCAL_SENSORY_SEIZURE_WITH_VISUAL_FEATURES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FOCAL_SENSORY_SEIZURE_WITH_VISUAL_FEATURES CNTN2 EPM2A LGI1 MICAL1 NHLRC1 RELN HP_FOCAL_T2_HYPERINTENSE_BASAL_GANGLIA_LESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FOCAL_T2_HYPERINTENSE_BASAL_GANGLIA_LESION ALG2 ETHE1 GFAP LRPPRC MECR MT-ATP6 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TK MT-TL1 MT-TV MT-TW NDUFS1 NDUFS4 PDE10A PDSS2 PRNP SPG11 SUCLG1 TACO1 HP_FOCAL_T2_HYPERINTENSE_BRAINSTEM_LESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FOCAL_T2_HYPERINTENSE_BRAINSTEM_LESION CCM2 FOXRED1 KRIT1 MT-ND1 MT-ND2 MT-ND3 NDUFA1 NDUFA11 NDUFA6 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB9 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NUBPL PDCD10 PIK3CA TIMMDC1 TMEM126B HP_FOCAL_TONIC_SEIZURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FOCAL_TONIC_SEIZURE AKT3 CACNA1A CLCN4 EN1 GNAO1 GRIA3 KCNQ2 KCNQ3 MTOR NGLY1 PACS2 PIK3CA PRRT2 PURA SCN2A SCN8A SIK1 SLC1A2 SLC25A22 WDR45B HP_FOCAL_WHITE_MATTER_LESIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FOCAL_WHITE_MATTER_LESIONS ADNP MTOR MTRFR PDP1 PIK3C2A POLG POLG2 RNASET2 RRM2B SLC25A4 TREX1 TSC1 TSC2 TWNK ZEB2 HP_FOLLICULAR_HYPERKERATOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FOLLICULAR_HYPERKERATOSIS CAST COL6A1 COL6A2 COL6A3 DDR2 DSC3 DSG4 FKBP14 GJB2 GJB6 KRT16 KRT17 KRT6A KRT6B KRT81 KRT83 KRT86 LRP1 MBTPS2 NLRP1 PKP1 PLOD1 POFUT1 PSENEN RBP4 RHBDF2 SLC27A4 SREBF1 TARS1 TRIP4 WNT10A HP_FOLLICULAR_HYPERPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FOLLICULAR_HYPERPLASIA CASP10 CD19 CR2 CTNNBL1 FAS FASLG ICOS KRAS NRAS PRKCD STING1 SYK TET2 TNFRSF13B TNFRSF13C HP_FOLLICULAR_THYROID_CARCINOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FOLLICULAR_THYROID_CARCINOMA AKT1 FOXE1 HABP2 HRAS KLLN MINPP1 NRAS PDE11A PIK3CA PRKAR1A PTEN SDHB SDHC SDHD SEC23B SRGAP1 USF3 HP_FOLLICULITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FOLLICULITIS GJB2 GJB6 IL10RA IL10RB IL17RA IVNS1ABP KRT17 MBTPS2 XIAP HP_FOOD_ALLERGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FOOD_ALLERGY ABCC9 CAMK2B CARD11 DOCK8 DSG1 FOCAD FOXP3 IGHG2 IGKC IL6ST JAK1 PGM3 RBM8A SLC27A4 SOX6 SPINK5 SPTBN1 HP_FOOD_INTOLERANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FOOD_INTOLERANCE ALG3 ASXL1 CLMP COG8 ELN GALT MLXIPL SRCAP UNC45A HP_FOOT_ACROOSTEOLYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FOOT_ACROOSTEOLYSIS COL3A1 KIF1A LMNA NOTCH2 RETREG1 SCN9A WNK1 ZMPSTE24 HP_FOOT_DORSIFLEXOR_WEAKNESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FOOT_DORSIFLEXOR_WEAKNESS AARS1 ACTA1 ACTN2 ADSS1 ALDH18A1 ATL1 ATL3 ATP1A1 BSCL2 CADM3 CFL2 COA7 COL12A1 COL6A1 COL6A2 COL6A3 COX20 COX6A1 CRYAB DES DNAJB2 DYSF EGR2 FA2H FHL1 FLNC GBF1 GDAP1 GIPC1 GJB1 GNB2 GNE GYG1 HACD1 HINT1 HNRNPA1 HSPB1 IGHMBP2 INF2 ITGA7 JAG1 KARS1 KIF1A KIF1B KLHL41 KY LBR LDB3 LIG3 LMNA LMOD3 LRP12 LRSAM1 LYST MAP3K20 MARS1 MCM3AP MFN2 MME MORC2 MPV17 MPZ MTRFR MYH7 MYL2 MYOT NEB NEFL NF2 NOTCH2NLC ORAI1 PLIN4 PMP22 PNPLA2 POLG PRX RAB7A RAI1 REEP1 RILPL1 RRM2B SACS SBF2 SCO2 SELENON SH3TC2 SIGMAR1 SLC12A6 SLC25A21 SMCHD1 SPG11 SPTLC1 SPTLC2 SQSTM1 SYT2 TBCE TCAP TIA1 TNNT1 TPM2 TPM3 TRPV4 TTN TYMP VCP VWA1 HP_FOOT_JOINT_CONTRACTURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FOOT_JOINT_CONTRACTURE ABCC9 ABHD12 ACTA1 ADAT3 ALAD ALS2 AMER1 ANO5 APC2 ATP5F1D BCAS3 BCOR BICD2 BRF1 C18orf32 C19orf12 CAPN3 CAV1 CCN2 CCR6 CHRNG COL12A1 COL25A1 COL6A1 COL6A2 COL6A3 COL7A1 CRPPA DAG1 DDHD2 DDR2 DMD DPM1 DSP DYRK1A EIF5A EMD ERCC1 ERCC4 ERCC6 ERCC8 ERGIC1 ERLIN2 ESCO2 FBN1 FGFR3 FHL1 FIG4 FKBP10 FKRP FKTN FLNA GJB1 GLI3 GNS HACD1 HINT1 HLA-DRB1 HRAS HSPG2 IPO8 IRF5 ITGA7 JAG2 JUP KCNK9 KIAA0319L KLHL9 KY LARGE1 LGI4 LIFR LMNA LMX1B MAP3K20 MARS1 MEGF10 MMP1 MMP2 MT-TE MYBPC1 MYH3 MYL11 MYL2 MYOT NEB NFATC2 NGLY1 NOD2 NSD1 NSUN2 NT5C2 OPA1 ORAI1 PHF6 PI4KA PIEZO2 PIGN PLEC PNPT1 POMT1 PPP2R5D PRG4 PSAT1 PSMB8 PTRH2 PYROXD1 REEP1 RPL10 RTTN RYR1 SCARF2 SCN4A SCYL2 SELENON SETD2 SGCA SGCG SLC12A6 SLC1A4 SLC25A4 SLC29A3 SLC39A14 SPG11 SPTBN4 SVIL SYNE1 SYNE2 SYT2 TBC1D2B TGFB3 TMEM43 TNNT1 TOR1AIP1 TPM2 TPM3 TTN UBA1 UFC1 VARS1 ZC4H2 HP_FOOT_OLIGODACTYLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FOOT_OLIGODACTYLY APC DLL4 DLX5 GLI3 LRP4 PORCN SF3B4 SMOC1 WNT10B WNT7A HP_FRACTURES_OF_THE_LONG_BONES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FRACTURES_OF_THE_LONG_BONES CLCN7 LBR MTAP SQSTM1 TAPT1 TBCD TNFRSF11A TRPV6 HP_FRAGILE_NAILS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FRAGILE_NAILS AARS1 AP1B1 ATP6V0A2 CAMK2G CARS1 COL7A1 DLX3 DSP EFNB1 ERCC2 ERCC3 FTL GJA1 GTF2E2 GTF2H5 HEPHL1 HRAS KRT14 LAMB3 LMNA MPLKIP MSX1 PRKD1 RNF113A SIN3A SIN3B SLURP1 SMARCD2 TARS1 TRPS1 HP_FRAGILE_SKIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FRAGILE_SKIN ADAMTS2 B3GALT6 C1R C1S CAST CHST14 COL17A1 COL1A1 COL1A2 COL3A1 COL5A1 COL5A2 COL7A1 CPOX DSP EXPH5 FERMT1 GATA1 ITGA3 ITGB4 JUP KRT1 KRT14 KRT5 LAMA3 LAMB3 LAMC2 MMP1 PDGFRB PKP1 PLEC PLOD1 PRKACA UROD UROS HP_FRAGMENTED_ELASTIC_FIBERS_IN_THE_DERMIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FRAGMENTED_ELASTIC_FIBERS_IN_THE_DERMIS ALDH18A1 ATP6V0A2 ATP6V1A ATP6V1E1 CYP26C1 EFEMP2 ELN FBLN5 LTBP1 HP_FRAGMENTED_EPIPHYSES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FRAGMENTED_EPIPHYSES COL9A1 COL9A2 COL9A3 COMP KIF22 HP_FRECKLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FRECKLING ABCB6 ACD AP3D1 BAP1 BRAF CDH3 CDK4 CDKN2A CDKN2B DDB2 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 GPR143 HPS1 KAT6A KRT5 MC1R MGMT MITF MLH1 MSH6 NBN NF1 OCA2 POFUT1 POGLUT1 POT1 PPP1CB PRKAR1A PSENEN PTPN11 RAF1 SASH1 SOX18 SPRED1 TERF2IP TERT TP63 TYR TYRP1 UVSSA XPA XPC HP_FREQUENT_FALLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FREQUENT_FALLS ACTA1 ADAR ADCY5 ADSS1 ALG14 ALG2 ARG1 ARHGEF2 ARSA ASAH1 ATL1 ATP2B3 ATP6AP2 B4GALNT1 BSCL2 CACNA1A CCDC78 CFL2 CHP1 CLN8 COL12A1 COL6A1 COL6A2 COL6A3 COLQ COQ2 COX20 CRPPA CWF19L1 DAB1 DNAJC13 DPAGT1 DYM DYNC1H1 EIF4G1 FA2H FHL1 FIG4 FKRP FKTN GALC GBA1 GDAP1 GDAP2 GFPT1 GIGYF2 GJB1 GLRA1 GMPPB GOSR2 GPHN GRIN2A GRM1 HADHA HADHB HINT1 ISCU KIF1C LAMB2 LMNB2 LRRK2 MAPT MFN2 MICU1 MPZ MRE11 MT-ATP6 MT-TE MTPAP MYPN NDRG1 NDUFA1 NEB NEFH NEFL NKX2-1 NOL3 NUDT2 NUP54 NUP62 OPA1 PANK2 PDE10A PEX1 PEX16 PI4KA PIK3R5 PLEC PMP2 PMP22 POLG POLG2 POLR3B POMT1 PRNP PSAP PYROXD1 REEP1 RNU12 RPL10 RRM2B RYR3 SCN4A SCO2 SCYL1 SDHA SDHAF1 SDHB SDHD SGCA SGCG SH3TC2 SLC12A6 SLC19A3 SLC25A1 SLC25A4 SLC25A42 SMG9 SNCA SPTLC1 STIM1 TAF1 TPM2 TPM3 TTN TWNK VCP VPS13D VPS35 VWA1 HP_FREQUENT_TEMPER_TANTRUMS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FREQUENT_TEMPER_TANTRUMS ARPC4 CLCN3 CSNK2A1 KAT5 SATB2 SETBP1 TAOK1 TLK2 HP_FRONTAL_BALDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FRONTAL_BALDING ABCD1 ALMS1 AP2M1 CHD2 CNBP DMPK GJA5 GJA8 NEXMIF NR3C1 PQBP1 SCN1A SLC2A1 SLC6A1 SYNGAP1 WNT4 HP_FRONTAL_CORTICAL_ATROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FRONTAL_CORTICAL_ATROPHY CYB5A CYB5R3 GRIA3 HIVEP2 MEF2C OPHN1 PARS2 POMT2 SCYL2 SPG11 VCP VPS13A HP_FRONTAL_HIRSUTISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FRONTAL_HIRSUTISM CKAP2L CREBBP DLK1 EP300 FLNA MEG3 PRMT7 RTL1 SLC25A12 TASP1 HP_FRONTAL_LOBE_DEMENTIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FRONTAL_LOBE_DEMENTIA CHCHD10 CSF1R DNAJC6 FTL HTRA2 LRRK2 MAPT PARK7 PINK1 PODXL PRKN PSEN1 SNCA SYNJ1 TBP TREM2 TYROBP UCHL1 VPS13C HP_FRONTAL_POLYMICROGYRIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FRONTAL_POLYMICROGYRIA ADGRG1 AHI1 ARHGEF9 DYNC1H1 PPFIBP1 TUBB3 HP_FRONTAL_UPSWEEP_OF_HAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FRONTAL_UPSWEEP_OF_HAIR CAMK2A CAMTA1 CREBBP EP300 FLNA FOXP1 FRMPD4 HDAC4 HERC2 IFT140 MAGEL2 MED12 MED13L MED27 MKRN3 NPAP1 OGT POLA1 PPP2R3C PWAR1 PWRN1 SNORD115-1 SNORD116-1 TCF4 TRIO UBR1 YY1 HP_FRONTOTEMPORAL_CEREBRAL_ATROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FRONTOTEMPORAL_CEREBRAL_ATROPHY ATP1A3 CHMP2B COG4 GABRA5 GRN HSD17B10 MAPT PLA2G6 PRKAR1B PSEN1 SPG21 SQSTM1 TMEM106B TREM2 TTC26 VCP HP_FRONTOTEMPORAL_DEMENTIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FRONTOTEMPORAL_DEMENTIA ABCA7 APP C9orf72 CCNF CHCHD10 CHMP2B CYLD DCTN1 FUS GRN HNRNPA1 HNRNPA2B1 MAPT PLA2G6 PRKAR1B PSEN1 PSEN2 SORL1 SQSTM1 TARDBP TBK1 TIA1 TMEM106B TOMM40 TREM2 TUBA4A UBQLN2 VCP ZFYVE26 HP_FULL_CHEEKS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FULL_CHEEKS ACTB ACTG1 AFF4 AGL AIP ASXL1 ATP7A B9D1 B9D2 BICRA BMP2 BRAF CC2D2A CCDC88A CDC42BPB CDK5 CEP290 CLCF1 CLCN3 CPE CREBBP CRLF1 CSPP1 DDB1 DDX3X DLK1 DPM1 DPYD DTYMK EDN1 EEF1A2 EIF2S3 ELMO2 ELN EP300 EXTL3 EYA1 FAT4 FBN1 FGF3 FLNA GATA4 GNAI3 GNAS GNB2 GPR101 H1-4 HEATR3 HRAS HSPG2 IARS1 IDS IDUA IER3IP1 IFT122 IFT140 IFT52 INTS1 KCNH1 KDM6B KIDINS220 KIF11 KIF1A KLHL7 KMT2B KMT2E KRAS LARS1 LIFR LMNA LMX1B LTBP3 MAP2K1 MAP2K2 MAP3K7 MAPK8IP3 MEG3 MKS1 MLXIPL MOCS1 MOCS2 MTHFS NALCN NEK9 NOTCH2 NRAS OCRL PAX1 PCLO PCNT PIGB PIGN PIGQ PIK3CA PLCB4 PPP1R15B PSPH PUF60 PURA RPGRIP1 RPGRIP1L RTL1 SC5D SETD1A SETD1B SH3BP2 SH3PXD2B SHANK3 SIM1 SLC26A2 SLC29A3 SLC35A2 SLC37A4 SNX14 SON SOX11 SPTBN1 STAG2 STX16 STXBP1 TAFAZZIN TBCE TBL1XR1 TCF4 TCTN1 TCTN2 TCTN3 TECPR2 TFE3 TGDS TMEM107 TMEM216 TMEM231 TMEM237 TMEM67 TRMT10A TXNDC15 UFC1 VPS33A WAC WDR19 WDR26 WDR35 YARS1 ZNHIT3 ZPR1 HP_FULMINANT_HEPATIC_FAILURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FULMINANT_HEPATIC_FAILURE GFM1 HADH IL18BP KRT18 POLG2 SH2D1A XIAP HP_FUNCTIONAL_ABNORMALITY_OF_THE_GASTROINTESTINAL_TRACT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FUNCTIONAL_ABNORMALITY_OF_THE_GASTROINTESTINAL_TRACT AAAS AARS1 AASS ABCA3 ABCB1 ABCC6 ABCD1 ABCD4 ACADVL ACOX1 ACTA1 ACTA2 ACTB ACTG2 ACTL6B ACVRL1 ADAM17 ADAMTS2 ADAMTSL2 ADAR ADAT3 ADCY6 ADD3 ADGRG1 ADH1C ADNP AFF3 AFF4 AFG3L2 AGGF1 AGO1 AGO2 AGR2 AGRN AICDA ALDH18A1 ALDH4A1 ALDOB ALG12 ALG2 ALG9 ALMS1 ALS2 AMACR AMER1 AMPD2 ANAPC1 ANKRD11 ANO1 ANXA11 AOPEP AP3B1 AP3B2 APC APC2 APOE APP AR ARCN1 ARF1 ARFGEF2 ARHGAP29 ARHGAP31 ARHGEF38 ARID2 ARNT2 ARPC1B ARSL ARV1 ARVCF ARX ASAH1 ASCC1 ASCL1 ASNS ASPA ASXL1 ASXL3 ATAD1 ATG7 ATL1 ATL3 ATN1 ATP11A ATP13A2 ATP1A2 ATP1A3 ATP2B3 ATP5F1A ATP6V0A1 ATP6V1A ATP6V1B2 ATP7A ATP7B ATP9A ATRX ATXN1 ATXN10 ATXN2 ATXN3 ATXN7 ATXN8OS B2M B4GALNT1 BACH2 BAP1 BAZ1B BCL10 BCL7B BICRA BLM BMP4 BMPR1A BRAF BRCA1 BRCA2 BRD4 BUD23 C4A CACNA1A CACNA1B CACNA1C CACNA1G CACNA1I CACNA2D1 CAD CALR CAMK2A CAMK2B CAMTA1 CARD10 CARD11 CARD8 CARMIL2 CARS2 CASP10 CASZ1 CAV1 CAVIN1 CBL CBS CCDC22 CCDC47 CCN2 CCND1 CCR1 CCR6 CD109 CD3E CD3G CD55 CDC6 CDC73 CDH1 CDK13 CDK19 CDK4 CDKL5 CDKN1A CDKN1B CDKN2A CDKN2B CDKN2C CDON CEACAM3 CEACAM6 CELF2 CENPT CEP85L CFTR CHAMP1 CHAT CHCHD10 CHD7 CHMP1A CHRNA1 CHRNA3 CHRND CHRNE CIITA CISD2 CLCA4 CLCN1 CLCN4 CLIP2 CLMP CLN3 CLN8 CLP1 CLPB CLTC CNKSR2 CNTNAP1 COBLL1 COG4 COG6 COG7 COL13A1 COL17A1 COL1A1 COL2A1 COL3A1 COL4A5 COL4A6 COL5A1 COL5A2 COL7A1 COLQ COMT COQ2 COQ4 CORIN CORO1A COX11 CPLX1 CPOX CPSF3 CREBBP CRLF1 CRYAB CSF1R CSPP1 CTBP1 CTC1 CTCF CTHRC1 CTLA4 CTNNB1 CTNS CYBC1 CYFIP2 CYP27A1 CYP7B1 DAB1 DALRD3 DAXX DCLRE1B DCLRE1C DCTN1 DCTN4 DCX DDB1 DDC DDHD2 DDIT3 DDOST DEAF1 DEF6 DES DGUOK DHCR7 DHDDS DISP1 DKK1 DLG1 DLL1 DLL4 DLX4 DMPK DNAAF4 DNAJB6 DNAJC13 DNAJC30 DNASE2 DNM1 DNM1L DOCK2 DOCK6 DOCK8 DPH5 DPP9 DPYSL5 DSG1 DSP DST DTYMK DYRK1A DYSF DZIP1L EBF3 ECE1 ECM1 EDEM3 EDN3 EDNRA EDNRB EEF1A2 EGFR EHMT1 EIF4G1 EIF4H EIF5A ELANE ELF4 ELN ELP1 ENG ENPP1 EOGT EP300 EPCAM EPG5 EPRS1 ERAP1 ERBB2 ERBB3 ERCC2 ERCC6 ERCC8 ERLIN2 ERMARD EWSR1 EXOSC5 EXOSC9 EXT1 EXT2 F10 F11 F13A1 F13B F2 F5 F7 F8 F9 FA2H FAH FAM13A FAN1 FARS2 FARSB FAS FASLG FBN1 FBXL4 FBXO28 FBXO7 FBXW7 FCGR2A FCGR2C FCHO1 FCN3 FCSK FERMT1 FGA FGB FGF10 FGF12 FGF13 FGF8 FGFR1 FGFR2 FGFR3 FGFRL1 FGG FH FIG4 FKBP6 FKRP FLAD1 FLCN FLII FLNA FLNC FLT1 FLVCR1 FMR1 FNIP1 FOXG1 FOXH1 FOXP2 FOXP3 FRG1 FTL FUS FXN FZD2 FZR1 GABBR2 GABRA2 GABRA5 GABRB2 GABRD GABRG2 GALC GAS1 GBA1 GBA2 GCDH GCH1 GCLC GDAP2 GDF2 GDNF GEMIN4 GFAP GFI1 GFI1B GFPT1 GIGYF2 GIPC1 GJB1 GLA GLB1 GLI2 GLRA1 GLRB GLUD2 GLYCTK GMNN GMPPA GNAO1 GNAQ GNAS GNB1 GNB2 GNB5 GNS GON7 GOSR2 GP1BA GP1BB GP9 GPHN GPIHBP1 GPR35 GRB10 GREM1 GRHL2 GRHL3 GRIA1 GRIN1 GRIN2D GRM1 GRM7 GSTM3 GTF2I GTF2IRD1 GTF2IRD2 GUCY1A1 GUCY2C H3-3A H3-3B H4C5 HACD1 HCN1 HDAC8 HECTD4 HEPACAM HEXB HFE HGSNAT HIRA HIVEP2 HLA-B HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRB1 HMBS HMGA2 HMOX1 HNRNPH1 HNRNPH2 HNRNPK HOXB1 HPCA HPDL HPGD HPRT1 HPS1 HRAS HSD17B10 HSD3B7 HSPG2 HTRA1 HTRA2 HTT IARS1 IARS2 IDH1 IDH2 IDS IFIH1 IFNGR1 IKBKG IKZF1 IL10 IL10RA IL10RB IL12A IL12A-AS1 IL12B IL12RB1 IL21 IL21R IL23R IL37 IL6 IL6ST IL7R INAVA IPO8 IQSEC2 IRF2BPL IRF4 IRF5 IRF6 IRF9 IRGM ITCH ITGA2 ITGA2B ITGA7 ITGB3 IVNS1ABP JAG1 JAK1 JAK2 JAK3 JMJD1C KAT6A KAT6B KATNB1 KBTBD13 KCNA2 KCNAB2 KCNB1 KCNC3 KCND3 KCNH1 KCNK9 KCNN4 KCNQ2 KCNQ3 KIAA0319L KIAA0586 KIF1A KIF23 KIF26A KIF5A KIT KLHL40 KLHL41 KLHL7 KLRC4 KMT2A KMT2B KMT2C KMT2D KNSTRN KRAS KY LAMA2 LAMA3 LAMB2 LAMB3 LAMC2 LBR LETM1 LIFR LIG3 LIMK1 LMAN1 LMNA LMNB1 LMOD1 LMOD3 LMX1B LONP1 LRBA LRP12 LRP5 LRPPRC LRRK2 LTBP4 LUZP1 LYRM4 MACF1 MADD MAGEL2 MAN2B1 MAN2C1 MAP1B MAP2K1 MAP2K2 MAP3K20 MAP3K7 MAPK1 MAPK8IP3 MAPT MASP2 MATR3 MB MBD5 MCEE MCFD2 MCOLN1 MDM2 MECP2 MECR MED12 MED12L MED17 MED25 MEFV MEGF10 MEIS2 MEN1 METTL27 MFF MGAT2 MGME1 MID1 MIF MINPP1 MITF MLH1 MLH3 MLX MLXIPL MMEL1 MMP1 MMP23B MNX1 MPI MPL MPZ MRPS25 MRPS28 MRPS34 MSH2 MSH6 MSL3 MSR1 MST1 MSX1 MT-ATP6 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TK MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TT MT-TV MT-TW MTHFS MTRFR MUC5B MUSK MVK MYC MYD88 MYH11 MYH14 MYH2 MYH8 MYL2 MYL9 MYLK MYMK MYO1H MYO9A MYORG MYOT MYPN NAA10 NACC1 NALCN NBN NCAPG2 NCF1 NCF4 NDE1 NDUFA13 NDUFA6 NDUFA9 NDUFAF2 NDUFS1 NDUFS3 NEB NECAP1 NECTIN1 NEDD4L NEFH NEFL NEK1 NEPRO NEU1 NEUROD2 NEXMIF NF1 NF2 NFIX NFKB2 NFKBIA NGLY1 NIPBL NLRC4 NOD2 NODAL NONO NOP56 NOS1 NOTCH1 NOTCH2NLC NOTCH3 NPC1 NPC2 NPHS1 NR4A2 NRCAM NRTN NRXN1 NSD1 NSD2 NSRP1 NTNG1 NTRK1 NTRK2 NUP214 NUP54 NUP62 NUS1 NUTM2B-AS1 OCA2 OCRL OPA1 OPLAH OPTN ORC1 ORC4 ORC6 P4HA2 PABPN1 PACS1 PACS2 PAK1 PALB2 PALLD PANK2 PARN PARS2 PAX7 PCGF2 PCNA PDE8B PDGFRA PDGFRB PDHA1 PDP1 PDPN PEX1 PEX16 PFN1 PGM3 PHGDH PHIP PHOX2B PI4KA PIEZO1 PIEZO2 PIGA PIGN PIGT PIGY PIK3CA PIK3CD PIK3CG PIK3R5 PKHD1 PLA2G6 PLAA PLCG2 PLCH1 PLEC PLIN4 PLOD1 PLP1 PLVAP PLXND1 PMP22 PMS1 PMS2 PNKD PNP POGZ POLA1 POLG POLG2 POLR2A POLR3A POLR3B POR PORCN POT1 POU2AF1 PPM1D PPOX PPP3CA PRDM12 PRDM13 PRDM16 PRDX3 PRF1 PRKCD PRKCG PRKCSH PRKCZ PRKRA PRMT7 PRNP PRPH PRPS1 PRTN3 PRUNE1 PSAP PSEN1 PSPH PSTPIP1 PTCH1 PTEN PTPN22 PTS PUF60 PUS3 PYCR1 PYGM PYROXD1 QDPR RABL3 RACGAP1 RAD21 RAI1 RARS1 RARS2 RASGRP1 RBCK1 RBPJ RECQL4 REEP1 REL RELN REPS1 RERE RET RETREG1 REV3L RFC2 RFX5 RFXANK RFXAP RHBDF2 RIC1 RILPL1 RIPK1 RLIM RNASEH1 RNF125 RNF170 RNU4ATAC RPL10 RPL11 RPS20 RREB1 RRM2B RTEL1 RUNX1 SACS SALL1 SAMD9 SATB1 SATB2 SCARB2 SCN3A SCN4A SCN8A SCN9A SCUBE3 SDHA SDHB SDHC SDHD SEC23A SEC24C SEC31A SEC63 SELENON SEMA3C SEMA3D SEMA3E SEMA4A SEMA4D SEPSECS SERPINA1 SERPINE1 SERPING1 SETBP1 SETD2 SETX SFTPA1 SFTPA2 SFTPC SGO1 SH2B1 SH3KBP1 SHANK3 SHH SIAH1 SIGMAR1 SIK1 SIN3A SIX3 SKI SKIC2 SKIC3 SLC11A1 SLC12A2 SLC13A5 SLC18A3 SLC19A2 SLC19A3 SLC1A2 SLC1A3 SLC1A4 SLC25A1 SLC25A13 SLC25A22 SLC25A24 SLC25A4 SLC26A9 SLC2A10 SLC2A3 SLC35A2 SLC35C1 SLC37A4 SLC38A3 SLC44A1 SLC46A1 SLC52A2 SLC52A3 SLC5A7 SLC6A14 SLC6A3 SLC6A5 SLC6A8 SLC6A9 SLC9A3 SLC9A6 SLCO2A1 SMAD3 SMAD4 SMARCA2 SMC1A SMC3 SMC5 SMG9 SMO SNAP25 SNCA SNCAIP SNRPB SOD1 SON SOX10 SOX5 SP110 SPART SPATA5 SPEN SPG11 SPG21 SPG7 SPIB SPINK5 SPOP SPTAN1 SPTBN4 SPTLC1 SPTLC2 SQSTM1 SRCAP SRD5A3 SREBF1 SRP19 SRP54 SRPX2 SRSF2 SSR4 STAC3 STAG1 STAG2 STAT1 STAT3 STAT4 STIL STK11 STN1 STOX1 STUB1 STX11 STX1A STXBP1 STXBP2 SUCLA2 SUCLG1 SUPT16H SYK SYNGAP1 SYNJ1 SYT1 SYT14 SYT2 SZT2 TAF1 TANGO2 TAOK1 TARDBP TBC1D23 TBC1D24 TBCD TBCE TBK1 TBL2 TBP TBX1 TBX4 TCEAL1 TCF4 TCIRG1 TDGF1 TECPR2 TEK TERC TERT TET2 TFAP2A TFG TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGIF1 TGM6 TIMM22 TIMM8A TK2 TLR4 TMEM270 TMEM94 TMTC3 TNFAIP3 TNFRSF13B TNFRSF1A TNFSF15 TNNT1 TNPO3 TNXB TOM1 TOP3A TOR1A TP53 TP63 TPM2 TPM3 TPP1 TRAK1 TRAPPC11 TRAPPC12 TRAPPC6B TREM2 TREX1 TRIO TRIP4 TRMT10C TRPV6 TSC1 TSC2 TSEN15 TSEN2 TSEN34 TSEN54 TSPYL1 TTBK2 TTC19 TTC26 TTC7A TUBB4A TUBB6 TWIST1 TWNK TXN2 TYMP TYMS TYROBP UBA5 UBAC2 UBB UBE3A UBE4B UBQLN2 UBR7 UBTF UCHL1 UFC1 UFD1 UNC13D UNC45A UNC45B USP7 USP9X VAC14 VAMP1 VAPB VARS1 VCP VPS11 VPS13A VPS33A VPS35 VPS35L VPS37D VRK1 VWF WAC WARS2 WAS WASHC5 WDR26 WFS1 WIPF1 WNK1 WT1 WWOX XIAP XRCC1 XYLT1 XYLT2 YARS2 YWHAG YY1 ZAP70 ZBTB18 ZBTB7A ZC4H2 ZEB2 ZFYVE26 ZIC2 ZMYM2 ZNF699 ZSWIM6 HP_FUNCTIONAL_ABNORMALITY_OF_THE_INNER_EAR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FUNCTIONAL_ABNORMALITY_OF_THE_INNER_EAR AAAS AARS1 ABCA4 ABCC1 ABCC6 ABCC9 ABCD1 ABHD12 ABHD5 ACO2 ACOX1 ACTB ACTC1 ACTG1 ACTN2 ACVR1 ACY1 ADA2 ADAMTSL1 ADCY1 ADGRV1 ADK ADPRS AFF4 AGBL5 AGRN AHI1 AHR AIFM1 AIP ALDH18A1 ALG11 ALG12 ALG2 ALMS1 AMMECR1 ANKH ANKRD1 ANOS1 AP1B1 AP1S1 AP1S2 AP3D1 ARHGDIA ARHGEF18 ARID1B ARL2BP ARL3 ARL6 ARNT2 ARSA ARSG ARSL ARX ASAH1 ASCL1 ASH1L ATG7 ATP11A ATP1A2 ATP1A3 ATP2B2 ATP5F1A ATP5F1D ATP5F1E ATP5MK ATP6AP1 ATP6V0A4 ATP6V1B1 ATP6V1B2 ATP7A ATPAF1 ATPAF2 ATRX ATXN3 B3GALT6 BAG3 BAG5 BAZ1B BBS1 BBS2 BCAP31 BCL7B BCOR BCR BCS1L BDP1 BEAN1 BEST1 BICRA BMP4 BRAF BRD4 BSND BTD BTK BTRC BUD23 C1QBP C4A CA4 CACNA1A CACNA1G CACNB4 CALM1 CALM2 CALM3 CAP2 CARS1 CASK CASQ2 CASZ1 CAT CATSPER2 CBL CC2D2A CCBE1 CCDC141 CCDC50 CCND1 CCR1 CD109 CD151 CD164 CDC14A CDC42 CDC42BPB CDC45 CDH11 CDH23 CDHR1 CDK5RAP2 CDK8 CDON CEACAM16 CEP250 CEP78 CERKL CFAP418 CHAT CHCHD10 CHD7 CHN1 CHSY1 CIB2 CISD2 CLCN3 CLCNKA CLCNKB CLDN14 CLDN9 CLIC5 CLIP2 CLPP CLRN1 CLRN2 CLTC CNGA1 CNGB1 CNNM2 CNOT1 CNOT3 COA8 COCH COG4 COG5 COG7 COL11A1 COL11A2 COL13A1 COL25A1 COL27A1 COL2A1 COL3A1 COL4A3 COL4A5 COL4A6 COL9A1 COL9A2 COL9A3 COQ2 COQ6 COX10 COX11 COX16 CPLX1 CRB1 CREBBP CRKL CRLS1 CRX CRYAB CRYM CSPP1 CSRP3 CTBP1 CTLA4 CTNNB1 CYP7B1 DAB1 DBH DCAF17 DCC DCDC2 DCHS1 DDB2 DES DGUOK DHCR7 DHDDS DHX16 DHX38 DIABLO DIAPH1 DIAPH3 DISP1 DKK1 DLL1 DLST DLX5 DLX6 DMD DMP1 DMXL2 DNAJC19 DNAJC3 DNAJC30 DNASE1L3 DNM1L DNMT1 DNMT3A DNMT3B DOLK DSG2 DSP DSPP DTYMK DUOX2 DUOXA2 DUSP6 DUX4 DUX4L1 DVL1 EBP ECE1 EDC3 EDN3 EDNRB EFNB1 EIF3F EIF4H ELAC2 ELMO2 ELMOD3 ELN ELOVL1 ENPP1 EP300 EPAS1 EPG5 EPOR EPRS1 EPS15L1 ERAL1 ERAP1 ERBB2 ERBB3 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ESPN ESRP1 ESRRB EYA1 EYA4 EYS FAM149B1 FAM161A FAM20C FAR1 FAS FAT4 FBN1 FBXW4 FBXW7 FEZF1 FGF10 FGF14 FGF17 FGF3 FGF8 FGFR1 FGFR2 FGFR3 FGFRL1 FH FHL2 FIBP FIG4 FIP1L1 FITM2 FKBP14 FKBP6 FKTN FLI1 FLNA FLNB FLRT3 FOXC1 FOXH1 FOXI1 FOXP2 FOXRED1 FRG1 FSCN2 FTO FUS FXN G6PC3 GAB1 GABRD GALE GALK1 GAS1 GATA2 GATA3 GATA4 GATA5 GATA6 GATAD1 GBA1 GBA2 GCDH GCGR GDF5 GDF6 GDNF GFER GGPS1 GIPC1 GIPC3 GJA1 GJA5 GJA8 GJB1 GJB2 GJB3 GJB6 GJC2 GLA GLI2 GLI3 GLIS3 GLYCTK GMPPA GMPPB GNAS GNB1 GNPTAB GNRH1 GNRHR GP1BA GP1BB GPC4 GPSM2 GRAP GREB1L GRHL2 GRXCR1 GRXCR2 GSDME GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GUCA1B GUCY2D GUSB GYG1 HAAO HACE1 HAND2 HARS1 HARS2 HAX1 HDAC4 HDAC8 HESX1 HGF HGSNAT HLA-B HLA-DPA1 HLA-DPB1 HLA-DRB1 HNRNPK HOMER2 HOXA1 HOXA11 HOXA2 HOXB1 HS2ST1 HS6ST1 HSD17B10 HSD17B4 HSPG2 HTRA2 IARS1 IARS2 IDH3A IDH3B IDS IDUA IFNGR1 IFT140 IFT172 IFT88 IGBP1 IGF1 IL10 IL12A IL12A-AS1 IL17RD IL23R ILDR1 IMPDH1 IMPG1 IMPG2 INF2 IRF2BP2 IRX5 ITGA2 ITGA2B ITGB3 IYD JAG1 JAK2 JPH2 JUP KARS1 KCNA1 KCNA5 KCNAB2 KCNE1 KCNE2 KCNH1 KCNJ10 KCNJ16 KCNJ2 KCNJ3 KCNJ5 KCNMA1 KCNN3 KCNQ1 KCNQ2 KDM6A KIAA0586 KIAA1549 KIF1B KIF21A KIF7 KISS1 KISS1R KITLG KIZ KLHL7 KLRC4 KMT2D KRAS KYNU LAMA4 LARS1 LARS2 LDB3 LETM1 LHFPL5 LHX3 LHX4 LIG3 LIMK1 LMNA LMNB1 LMOD2 LMX1B LONP1 LORICRIN LOXHD1 LRAT LRP12 LRP2 LRP4 LRP5 LRTOMT LUZP1 LZTR1 MAF MAFB MAK MAN2B1 MAP1B MAP2K1 MAP3K20 MAP3K7 MAPK1 MARS1 MARS2 MARVELD2 MAX MBTPS2 MCM2 MDH2 MECOM MED12 MEFV MEGF8 MEN1 MEOX1 MERTK MET METTL27 MFN2 MGAT2 MIA3 MICOS13 MINAR2 MIR96 MITF MLXIPL MMP23B MOGS MPDZ MPEG1 MPL MPLKIP MPZ MPZL2 MRAS MRPS2 MRPS28 MRPS7 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-RNR1 MT-TC MT-TE MT-TF MT-TH MT-TI MT-TK MT-TL1 MT-TN MT-TP MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTSS2 MVK MYBPC3 MYCN MYD88 MYH11 MYH14 MYH6 MYH7 MYH9 MYL2 MYL4 MYMK MYO15A MYO3A MYO6 MYO7A MYO9A MYPN NABP1 NAGA NARS2 NAXD NCAPG2 NCF1 NDE1 NDNF NDP NDRG1 NDUFA1 NDUFA11 NDUFA6 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB9 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NEDD4L NEFL NEK2 NEU1 NEXN NF1 NF2 NHLH2 NIPBL NKX2-1 NKX2-5 NKX2-6 NLRP12 NLRP3 NMNAT1 NODAL NOG NOP56 NOTCH2NLC NOTCH3 NPM1 NPPA NR2E3 NRAS NRL NRTN NSD2 NSMF NUBPL NUMA1 NUP155 ODC1 OFD1 OPA1 OSBPL2 OTOA OTOF OTOG OTOGL OTX2 P2RX2 P4HA2 PAX1 PAX2 PAX3 PCARE PCDH15 PCNA PCNT PDE1C PDE6A PDE6B PDE6G PDGFB PDGFRB PDK3 PDPN PDZD7 PERP PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PGAP2 PGM3 PHEX PHOX2A PHOX2B PHYH PIGV PIK3C2A PIK3R1 PISD PITX2 PJVK PLAA PLCH1 PLN PLOD3 PLS1 PML PMP22 PNP PNPLA2 PNPLA6 PNPT1 POGZ POLD1 POLG POMGNT1 POMK PORCN POU1F1 POU3F4 PPCS PPIP5K2 PPP1R15B PPP2R3C PRCD PRDM12 PRDM16 PRDM5 PRF1 PRG4 PRKAR1A PRKCZ PRKDC PRMT7 PROK2 PROKR2 PROM1 PROP1 PRORP PRPF3 PRPF31 PRPF4 PRPF6 PRPF8 PRPH2 PRPS1 PRRT2 PRTN3 PSAP PSEN1 PSEN2 PTCH1 PTDSS1 PTPN11 PTPN22 PTPRQ PTRH2 PUS3 PUS7 RAB23 RAC1 RAD21 RAF1 RARA RASA2 RBM20 RBM8A RBMX RBP3 RDH12 RDH5 RDX RECQL4 REEP6 RERE REST RET RFC1 RFC2 RFT1 RGR RHO RILPL1 RIPOR2 RIT1 RLBP1 RNASET2 RNF113A RNF13 RNF220 RNU12 ROBO1 ROBO3 ROM1 ROR1 RP1 RP1L1 RP2 RP9 RPE65 RPGR RPL10 RPL3L RPS28 RPS6KA3 RRAS RRAS2 RRM2B RTTN RYR1 RYR2 S1PR2 SAG SALL1 SALL4 SARDH SBF2 SCAPER SCD5 SCN1A SCN1B SCN2A SCN2B SCN3B SCN4B SCN5A SDHA SDHAF2 SDHB SDHC SDHD SELENOI SEM1 SEMA3A SEMA3C SEMA3D SEMA4A SERAC1 SETBP1 SETD2 SF3B2 SGCD SGMS2 SGPL1 SH2B1 SH2B3 SH3TC2 SHH SIN3A SIX1 SIX3 SIX6 SKI SLC12A2 SLC12A3 SLC17A8 SLC18A3 SLC19A2 SLC1A3 SLC25A1 SLC25A11 SLC25A4 SLC26A4 SLC26A5 SLC29A3 SLC30A9 SLC35A2 SLC39A14 SLC39A7 SLC44A4 SLC4A11 SLC52A2 SLC52A3 SLC5A5 SLC5A7 SLC7A14 SLC9A1 SLITRK6 SMC1A SMC3 SMCHD1 SMO SMPX SNAI2 SNAP25 SNAP29 SNRNP200 SNX14 SOS1 SOS2 SOST SOX10 SOX2 SOX3 SOX6 SPATA5 SPATA5L1 SPATA7 SPEN SPNS2 SPRED2 SPRY4 SPTBN1 SPTBN4 SPTLC1 SQSTM1 SREBF1 SRP72 STAG2 STAT3 STAT4 STAT5B STIL STRC STX11 STX1A STXBP2 SUCLA2 SUCLG1 SUFU SUMF1 SURF1 SYNE4 SYT2 TAC3 TACR3 TAF1A TAFAZZIN TANGO2 TAOK1 TARDBP TARS1 TBC1D24 TBCK TBK1 TBL1XR1 TBL1Y TBL2 TBX22 TCAP TDGF1 TDO2 TECRL TECTA TET2 TFAP2A TG TGIF1 THOC1 THOC2 THPO TIMM8A TIMMDC1 TK2 TLR4 TMC1 TMEM126A TMEM126B TMEM127 TMEM132E TMEM147 TMEM270 TMEM38B TMEM67 TMPO TMPRSS3 TNC TNFRSF11B TNFRSF1A TNNC1 TNNI3 TNNT2 TOP3A TOPORS TP63 TPK1 TPM1 TPM2 TPO TPRN TRAPPC11 TRAPPC4 TRDN TRIOBP TRMT10A TRMT10C TRNT1 TRPM4 TRPV3 TRPV4 TRRAP TSPEAR TTC8 TTN TTR TUB TUBA1A TUBB2B TUBB3 TUBB4B TULP1 TWIST1 TWNK TXNRD2 TYMP TYR UBA1 UBAC2 UBE4B UBR1 UNC13D UQCC2 USH1C USH1G USH2A USP48 VAMP1 VCL VCP VEZF1 VHL VPS11 VPS13B VPS33B VPS37D VPS4A VSX1 WAC WDR11 WDR37 WDR81 WFS1 WHRN WNT10B XPA XPC XPNPEP3 XRCC4 XYLT2 YAP1 YARS1 ZBTB16 ZEB2 ZIC1 ZIC2 ZMPSTE24 ZNF408 ZNF469 ZNF513 ZNF699 HP_FUNCTIONAL_ABNORMALITY_OF_THE_MIDDLE_EAR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FUNCTIONAL_ABNORMALITY_OF_THE_MIDDLE_EAR ABCA4 ABCC6 ACVR1 ADAMTS3 AFF4 AGBL5 AHI1 AHR AIFM1 ALX1 ALX3 AMER1 AMMECR1 ANKH ANKRD11 APC2 ARHGAP29 ARHGEF18 ARHGEF38 ARID2 ARL2BP ARL3 ARL6 ARSL ARVCF B3GALT6 B3GLCT BBS1 BBS2 BEST1 BMP2 BMP4 BPTF BRD4 CA2 CA4 CACNA1B CASZ1 CC2D2A CCBE1 CCDC103 CCDC39 CCDC40 CCDC65 CCNO CDCA7 CDH1 CDH11 CDHR1 CDK5RAP2 CERKL CFAP221 CFAP298 CFAP300 CFAP418 CFAP74 CHD7 CHRNG CLRN1 CNGA1 CNGB1 CNOT1 CNOT3 COBLL1 COG1 COL11A2 COL1A2 COL2A1 COMT CPLANE1 CPLX1 CRB1 CREB3L1 CREBBP CRX CTBP1 CTNND1 CTSK DCHS1 DDR2 DEAF1 DHDDS DHODH DHX38 DIAPH3 DLG1 DLST DLX4 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAL1 DNMT3A DRC1 DVL1 EDN1 EDNRA EFTUD2 EIF5A ELMO2 ELMOD3 ENPP1 EP300 EPAS1 ERCC6 ERCC8 ERF EXT1 EYA1 EYS FAM149B1 FAM161A FAM20C FANCF FANCI FAT4 FBN1 FBXW7 FGF10 FGF9 FGFR2 FGFR3 FGFRL1 FH FKBP14 FLII FLNA FLNB FOXJ1 FRAS1 FREM2 FSCN2 GABRD GALNT2 GAS2L2 GAS8 GATA1 GDF5 GDF6 GJA1 GJB2 GJB6 GMNN GNPTAB GP1BB GRHL3 GRIP1 GSC GUCA1B HAX1 HDAC4 HDAC8 HGSNAT HIRA HLA-B HLA-DRB1 HNRNPK HOXA2 HSPG2 HYDIN IDH3A IDH3B IDS IFT140 IFT172 IFT88 IGBP1 IL11RA IMPDH1 IMPG1 IMPG2 IQSEC2 IRF6 JMJD1C KCNAB2 KDM6A KIAA0753 KIAA1549 KIF1B KIF7 KIZ KLHL7 KMT2D LETM1 LMNA LONP1 LRAT LRP5 LRRC56 LUZP1 MAK MAN2B1 MAP3K7 MASP1 MAX MCIDAS MDH2 MEOX1 MERTK MMP23B MPDU1 MSX1 MYCN MYH3 NECTIN1 NEK1 NEK10 NEK2 NF1 NFIX NIPBL NME5 NME8 NOG NOTCH2 NOTCH2NLC NOTCH3 NR2E3 NRL NSD1 NSD2 ODAD1 ODAD2 ODAD3 ODAD4 OFD1 OSTM1 OTOF P4HA2 PAX1 PCARE PCGF2 PDE6A PDE6B PDE6D PDE6G PDGFRA PDPN PGM3 PIGL PIK3C2A POLR1B POLR1C POLR1D POMGNT1 POR PORCN POU3F4 PRCD PRDM16 PRDM5 PRKCZ PROM1 PRORP PRPF3 PRPF31 PRPF4 PRPF6 PRPF8 PRPH2 PRRX1 PSMD12 PTPN22 RAB23 RAD21 RAI1 RBP3 RDH12 RECQL4 REEP6 RERE RET RGR RHO RIC1 RLBP1 ROBO1 ROM1 RP1 RP1L1 RP2 RP9 RPE65 RPGR RPS23 RPS26 RPS28 RREB1 RSPH1 RSPH3 RSPH4A RSPH9 SAG SALL4 SC5D SCAPER SDHA SDHAF2 SDHB SDHC SDHD SEC24C SEMA4A SETD2 SF3B2 SF3B4 SGMS2 SH2B1 SIX1 SKI SLC25A11 SLC25A24 SLC35C1 SLC7A14 SMC1A SMC3 SMCHD1 SNRNP200 SNRPB SOST SOX9 SP7 SPAG1 SPATA7 SPEF2 SPEN SRCAP STAC3 STK36 TBX1 TBX22 TCOF1 TCTN3 TELO2 TFAP2A TMEM127 TMEM216 TMEM67 TNFRSF11A TOPORS TP63 TRPS1 TSHZ1 TSR2 TTC12 TTC8 TUB TULP1 TWIST1 TXNL4A UBB UBE4B UFD1 USH2A VARS1 VHL ZBTB20 ZMPSTE24 ZMYND10 ZNF408 ZNF469 ZNF513 ZNF699 HP_FUNCTIONAL_INTESTINAL_OBSTRUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FUNCTIONAL_INTESTINAL_OBSTRUCTION BRCA1 BRCA2 CDKN2A ERBB3 KRAS PALB2 PALLD RABL3 SMAD4 TP53 HP_FUNCTIONAL_MOTOR_DEFICIT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FUNCTIONAL_MOTOR_DEFICIT AARS1 ABCC8 ABCD1 ABHD5 ACOX1 ACTA1 ACTL6B ADAR ADCY5 ADSS1 AGK AGRN AIP AK9 AKT1 AKT3 ALAD ALG14 ALG2 ALS2 ANO5 AOPEP AP3B2 AP4B1 AP4E1 AP4M1 AP4S1 ARG1 ARHGEF2 ARL6IP1 ARSA ARSI ARV1 ASAH1 ASPA ATL1 ATP13A2 ATP13A3 ATP1A2 ATP1A3 ATP2A1 ATP2B3 ATP5MC3 ATP6AP2 ATP6V1A ATP7B B4GALNT1 BAG3 BAP1 BICD2 BIN1 BRCC3 BSCL2 BVES CACNA1A CACNA1B CACNA2D1 CALR CAPN1 CAPN3 CASQ1 CCDC78 CCDC88C CCN6 CDH23 CDK19 CDK8 CDKL5 CELF2 CFL2 CHAT CHCHD10 CHP1 CHRNA1 CHRNB1 CHRND CHRNE CHST11 CIZ1 CLN8 CLTC CNKSR2 COASY COL12A1 COL13A1 COL6A1 COL6A2 COL6A3 COLQ COQ2 COX20 COX7B CPT1C CRPPA CRYAB CSF1R CWF19L1 CYFIP2 CYP27A1 CYP27B1 CYP2R1 DAB1 DAG1 DALRD3 DARS2 DCC DDHD1 DDX6 DES DHDDS DHTKD1 DLAT DMD DNA2 DNAJB6 DNAJC13 DNAL4 DNM1 DNM1L DNM2 DOK7 DPAGT1 DYM DYNC1H1 DYSF EEF1A2 EIF2AK3 EIF2S3 EIF4G1 ELOVL5 EPHB4 ERCC1 ERCC4 ERCC6 ERCC8 ERLIN1 EXT1 EXT2 FA2H FAR1 FBXO28 FBXO38 FDX2 FGF12 FGF13 FGF14 FHL1 FIG4 FKBP14 FKRP FKTN FLNC FLRT1 FTL FUS FZR1 GAA GABBR2 GABRA2 GABRA5 GABRB2 GABRG2 GALC GAN GBA1 GBA2 GBF1 GDAP1 GDAP2 GFPT1 GIGYF2 GIPC1 GJB1 GJC2 GLE1 GLRA1 GMPPB GNS GOSR2 GPAA1 GPHN GPT2 GRID2 GRIN2A GRIN2D GRM1 GTPBP3 GYG1 HACD1 HACE1 HADHA HADHB HCCS HCN1 HERC1 HINT1 HK1 HNRNPK HPCA HSPB1 HSPB3 HTT IBA57 IFIH1 INTS1 ISCU ITGA7 ITPR3 JAK2 JPH3 KBTBD13 KCNA2 KCNB1 KCNC3 KCND3 KCNJ10 KCNQ2 KCNT1 KIF1C KLC2 KLHL41 KLHL9 KPNA3 KY LAMA2 LAMB2 LDHA LIG3 LIPE LMNB1 LMNB2 LPIN1 LRIF1 LRP12 LRP4 LRRK2 LSM11 LYSET MAP3K20 MAPT MARCHF6 MARS1 MATN3 MATR3 MECP2 MED25 MEGF10 MEN1 MFF MFN2 MGME1 MICU1 MIEF2 MORC2 MPL MPZ MRE11 MSTO1 MT-ATP6 MT-CO1 MT-CO3 MT-TE MTMR14 MTOR MTPAP MTRFR MUSK MYF6 MYH7 MYL2 MYO1H MYO9A MYOT MYPN NACC1 NARS2 NDRG1 NDUFA1 NDUFB11 NDUFS8 NEB NECAP1 NEFH NEFL NF2 NFE2L2 NKX2-1 NKX6-2 NOL3 NOP56 NOTCH2NLC NPR3 NTN1 NTNG1 NTRK1 NTRK2 NUBPL NUDT2 NUP54 NUP62 NUS1 OBSCN OCA2 OPA1 ORAI1 PACS2 PANK2 PARS2 PDE10A PDGFB PDK3 PEX1 PEX16 PEX2 PEX6 PFKM PGAP1 PI4KA PIGA PIK3CA PIK3R5 PKP1 PLCB1 PLEC PLEKHG5 PLP1 PMP2 PMP22 PNPLA2 POLG POLG2 POLR3B POMGNT1 POMK POMT1 POMT2 POPDC3 PPP3CA PRF1 PRKAR1A PRNP PRX PSAP PUS3 PYCR2 PYROXD1 RAB11B RAD51 RAPSN RARS1 RASA1 REEP1 RILPL1 RNASEH1 RNASEH2A RNASEH2B RNASEH2C RNU12 RNU7-1 RPL10 RRM2B RSPRY1 RTN2 RYR1 RYR3 SACS SAMHD1 SBF2 SCN1A SCN2A SCN3A SCN4A SCN8A SCO2 SCYL1 SDHA SDHAF1 SDHB SDHD SELENOI SELENON SETX SFXN4 SGCA SGCB SGCD SGCG SH3TC2 SIGMAR1 SLC12A5 SLC12A6 SLC13A5 SLC18A3 SLC19A3 SLC1A2 SLC25A1 SLC25A19 SLC25A22 SLC25A4 SLC25A42 SLC2A3 SLC30A10 SLC30A9 SLC34A3 SLC38A3 SLC5A7 SLC7A6OS SLC9A7 SMARCB1 SMARCE1 SMC1A SMG9 SMO SMS SNAP25 SNCA SORD SPART SPAST SPEG SPG11 SPG21 SPTLC1 SQSTM1 STIM1 STRADA STUB1 STX11 STXBP2 SUFU SURF1 SYNGAP1 SYNJ1 SYT2 SZT2 TAF1 TBC1D23 TBC1D24 TBCE TBK1 TCAP TDP2 TERT TET2 TFG TGFB1 TGM6 TIA1 TICAM1 TK2 TLR3 TMEM126B TNNT1 TNPO3 TOR1AIP1 TPK1 TPM2 TPM3 TPP1 TRAF3 TRAF7 TRAK1 TRAPPC11 TREX1 TRMT5 TRPV4 TTBK2 TTN TWNK TYMP UBA5 UBAP1 UBE3A UNC13D UNC93B1 USP9X VAMP1 VAPB VCP VDR VMA21 VPS13A VPS13D VPS35 VWA1 WARS1 WARS2 WASHC5 WDR48 WDR62 WWOX YARS1 YWHAG HP_FUNDUS_ATROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FUNDUS_ATROPHY C1QTNF5 GUCY2D PCARE RP2 RPE65 HP_FURROWED_TONGUE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FURROWED_TONGUE AKT1 B9D1 B9D2 CC2D2A CEP290 CSPP1 ECEL1 GJB2 GPC3 GPC4 HNRNPK IL36RN INSR KDM5C KLLN KRT6A MED25 MKS1 PIK3CA PTEN RAB3GAP1 RAB3GAP2 RERE RPGRIP1 RPGRIP1L SDHB SDHC SDHD SEC23B SLC39A4 SOX5 SREBF1 TCTN1 TCTN2 TCTN3 TMEM107 TMEM216 TMEM231 TMEM237 TMEM67 TXNDC15 USF3 HP_FUSED_CERVICAL_VERTEBRAE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FUSED_CERVICAL_VERTEBRAE ABCC6 ACVR1 AEBP1 AFF4 ASH1L ASXL2 BRPF1 CDH11 CHD4 CHRNG COL2A1 DCC DKK1 DNAL4 ENPP1 FANCI FGFR2 FLNA FLNB GDF3 GDF6 IL1RN MAP3K7 MEOX1 MYH3 MYO18B NOG NTN1 PUF60 RAD51 RBM8A SALL4 WBP11 HP_FUSION_OF_THE_CEREBELLAR_HEMISPHERES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_FUSION_OF_THE_CEREBELLAR_HEMISPHERES FKRP GMPPB POMGNT1 POMK POMT1 POMT2 HP_GAIT_ATAXIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GAIT_ATAXIA AARS1 AASS ABCA2 ACOX2 ADAR ADSL AFG3L2 ALDH18A1 ANO10 AP1S2 AP2M1 APTX ARCN1 ARID1B ARSA ATAD3A ATCAY ATN1 ATP13A2 ATP1A2 ATP1A3 ATXN10 ATXN2 ATXN3 ATXN8OS B9D1 BEAN1 BRAT1 BSCL2 C12orf4 CACNA1A CACNA1G CACNA2D2 CAMTA1 CAPN1 CARS1 CAV1 CCDC88C CDKL5 CHAMP1 CHMP1A CIITA CLCN2 CLN8 COA7 COQ2 CP CTBP1 CTSF CUL4B CWF19L1 DCPS DEAF1 DKK1 DNAJC3 DNAJC6 DOCK3 EBF3 EEF2 EIF2AK2 EIF2S3 ELOVL4 ELOVL5 ERBB3 ERCC2 ERCC3 ERMARD FA2H FAT2 FBXO28 FDXR FGF14 FLVCR1 FMR1 FXN FZR1 GABBR2 GABRA1 GABRG2 GBA2 GCH1 GDAP2 GJB1 GPAA1 GRIA2 GRID2 GRIK2 GRIN2A GRM1 GTF2E2 GTF2H5 GTPBP2 HERC1 HEXB HLA-DQB1 HPDL HSD17B4 HTT IFRD1 IMPDH2 IQSEC1 ITPR1 KCNC3 KCND3 KDM5B KIF1C LARS2 LETM1 LITAF LMNB1 LMNB2 LNPK MAB21L1 MAN2B1 MARS2 MECP2 MME MORC2 MPLKIP MPZ MRE11 MT-ATP6 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TK MT-TL1 MT-TV MT-TW MTPAP MTTP NAA20 NARS1 NAXD NEFL NOP56 NPC1 NR4A2 NTNG1 NUP54 NUP62 NUS1 OGDH OPHN1 PAK1 PCDH19 PCNA PDP1 PDYN PEX10 PEX16 PEX6 PIGG PIGL PLA2G6 PLD3 PMP22 PMPCA PNPLA6 PNPT1 PODXL POLG POLG2 POLR3B POU3F4 PPP1R15B PPP1R21 PPP2R1A PPP2R5D PRDM13 PRDX3 PRKCG PRNP PRRT2 PRX PSAP RAB11B RFC1 RFX5 RFXANK RFXAP RNF113A RNU12 RPL10 RRM2B RUBCN SACS SCARB2 SCN1A SCN1B SCN2A SCN8A SCN9A SCYL1 SDHA SETX SH3TC2 SIL1 SLC19A3 SLC25A4 SLC25A46 SLC9A1 SLC9A6 SMARCA2 SMC1A SNRPN SPG7 SPTBN2 SQSTM1 STUB1 SYNE1 SYNJ1 TANGO2 TARS1 TBC1D24 TBC1D2B TBP TCF4 TECPR2 TGM6 TH THG1L TMEM106B TMEM163 TMEM240 TPK1 TPP1 TPR TRAPPC6B TRIO TRPC3 TSPOAP1 TTBK2 TTC19 TUBB4A TWNK UBA5 UBE3A UBTF UCHL1 UROC1 VLDLR VPS13D VPS41 VPS51 WDR26 WDR81 WWOX XRCC1 HP_GAIT_DISTURBANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GAIT_DISTURBANCE AARS1 AASS ABCA2 ABCD1 ABHD16A ABHD5 ACAN ACBD5 ACOX1 ACOX2 ACTA1 ACTB ACTL6B ACTN2 ADAM22 ADAR ADAT3 ADCY5 ADGRG1 ADH1C ADSL ADSS1 AFG3L2 AGRN AGTPBP1 AHI1 AIFM1 AIMP2 AKT1 ALAD ALDH18A1 ALDH4A1 ALG14 ALG2 ALPL ALS2 AMPD2 ANO10 ANO5 ANOS1 AOPEP AP1S2 AP2M1 AP3B2 AP4B1 AP4E1 AP4M1 AP4S1 AP5Z1 APC APOE APP APTX AR ARCN1 ARG1 ARID1B ARL13B ARL3 ARL6 ARL6IP1 ARMC9 ARSA ARSI ARV1 ARX ASAH1 ASPA ASXL1 ASXL3 ATAD1 ATAD3A ATCAY ATL1 ATL3 ATM ATN1 ATP10A ATP13A2 ATP1A1 ATP1A2 ATP1A3 ATP2B3 ATP5F1D ATP5MC3 ATP6AP2 ATP6V1A ATP7A ATP7B ATP8A2 ATXN1 ATXN10 ATXN2 ATXN3 ATXN8OS B3GALNT2 B4GALNT1 B9D1 B9D2 BAG3 BAP1 BAZ1B BBS1 BCAS3 BCL11A BCL11B BCL7B BCORL1 BEAN1 BGN BICD2 BIN1 BMPR1A BRAT1 BSCL2 BUD23 BVES C12orf4 C19orf12 C4A CA8 CACNA1A CACNA1B CACNA1E CACNA1G CACNA1I CACNA2D1 CACNA2D2 CAD CAMK2A CAMK2B CAMTA1 CANT1 CAPN1 CAPN3 CARS1 CASK CASZ1 CAV1 CBY1 CC2D2A CCDC141 CCDC28B CCDC88C CCN6 CCR1 CCT5 CDK10 CDK19 CDK8 CDKL5 CDON CELF2 CEP104 CEP120 CEP41 CERS1 CERT1 CFAP43 CFL2 CHAMP1 CHAT CHCHD10 CHCHD2 CHD2 CHD3 CHD4 CHD7 CHKA CHKB CHMP1A CHMP2B CHRND CHRNG CHST3 CIITA CIZ1 CLCN2 CLCN4 CLDN11 CLIC2 CLIP2 CLN3 CLN5 CLN8 CLTC CNKSR2 CNPY3 COA7 COA8 COASY COL10A1 COL12A1 COL13A1 COL2A1 COL6A1 COL6A2 COL6A3 COL9A1 COL9A2 COL9A3 COLQ COMP COPB1 COPB2 COQ2 COQ5 COX6A1 CP CPLANE1 CPLX1 CPT1C CRAT CREBBP CRPPA CRYAB CSF1R CSPP1 CTBP1 CTNNA2 CTSF CUL4B CUX2 CWF19L1 CYFIP2 CYP27A1 CYP27B1 CYP2R1 CYP2U1 CYP7B1 DAB1 DAG1 DALRD3 DARS2 DCAF8 DCC DCPS DCTN1 DDHD1 DDHD2 DDX3X DDX6 DEAF1 DES DHDDS DHH DHPS DHTKD1 DHX16 DHX30 DISP1 DKK1 DLAT DLL1 DMD DNA2 DNAJB2 DNAJB6 DNAJC12 DNAJC13 DNAJC3 DNAJC30 DNAJC6 DNM1 DNM1L DNM2 DOCK3 DOCK7 DOHH DOK7 DPAGT1 DPM3 DPYD DSTYK DUSP6 DYM DYNC1H1 DYNC1I2 DYRK1A DYSF EBF3 EED EEF1A2 EEF2 EGR2 EIF2AK2 EIF2AK3 EIF2B1 EIF2B2 EIF2B3 EIF2B4 EIF2B5 EIF2S3 EIF4G1 EIF4H ELN ELOVL4 ELOVL5 ELP1 EMC1 EMD ENTPD1 EP300 EPCAM EPM2A EPRS1 ERAP1 ERBB3 ERBB4 ERCC1 ERCC2 ERCC3 ERCC4 ERCC6 ERCC8 ERLIN1 ERLIN2 ERMARD EXOSC5 EXT2 EXTL3 FA2H FAM149B1 FAN1 FAR1 FARS2 FAS FAT2 FBN1 FBP2 FBXO28 FBXO38 FBXO7 FCSK FDX2 FDXR FEZF1 FGD4 FGF12 FGF13 FGF14 FGF17 FGF8 FGFR1 FHL1 FIG4 FKBP10 FKBP14 FKBP6 FKRP FKTN FLII FLNA FLNC FLRT1 FLRT3 FLVCR1 FMR1 FN1 FNIP1 FOXH1 FOXRED1 FRRS1L FTL FUCA1 FUS FXN FZR1 GAA GABBR2 GABRA1 GABRA2 GABRA5 GABRB2 GABRB3 GABRD GABRG2 GALC GALNS GALT GAN GARS1 GAS1 GBA1 GBA2 GBE1 GBF1 GCH1 GDAP1 GDAP2 GEMIN4 GEMIN5 GFM2 GFPT1 GGPS1 GIGYF2 GIPC1 GJA1 GJB1 GJC2 GLB1 GLE1 GLI2 GLRA1 GLRB GLRX5 GLUD2 GMPPB GNAO1 GNB1 GNB2 GNB4 GNE GNPTAB GNS GOSR2 GOT2 GPAA1 GPHN GPT2 GRIA2 GRIA4 GRID2 GRIK2 GRIN1 GRIN2A GRIN2D GRM1 GRN GSX2 GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GTPBP2 GYG1 H4C5 HACD1 HACE1 HADHA HADHB HARS1 HCN1 HERC1 HERC2 HESX1 HEXB HINT1 HK1 HLA-B HLA-DQB1 HNRNPA1 HNRNPA2B1 HNRNPH1 HNRNPH2 HNRNPK HPCA HPDL HS6ST1 HSD17B10 HSD17B4 HSPB1 HSPB3 HSPD1 HSPG2 HTRA1 HTRA2 HTT HYCC1 HYLS1 IBA57 IDH1 IFIH1 IFNGR1 IFRD1 IFT74 IGHMBP2 IKBKG IL10 IL12A IL12A-AS1 IL17RD IL23R IMPDH2 INF2 INPP5E INPP5K INTS1 INTS8 IQSEC1 IQSEC2 IRF2BPL ISCU ITPR1 ITPR3 JAG1 JAG2 JARID2 JPH3 KARS1 KAT6A KATNIP KBTBD13 KCNA1 KCNA2 KCNA4 KCNAB2 KCNB1 KCNC3 KCND3 KCNJ10 KCNN2 KCNQ2 KCNQ5 KCNT1 KDM5B KDM5C KIAA0586 KIAA0753 KIDINS220 KIF1A KIF1B KIF1C KIF5A KIF7 KLC2 KLHL41 KLHL9 KLRC4 KMT2A KMT2B KPNA3 KRAS KY L1CAM LAMA2 LAMB2 LAMP2 LARGE1 LARS2 LCA5 LDB3 LETM1 LIMK1 LITAF LMNA LMNB1 LMNB2 LMOD3 LMX1B LNPK LONP1 LPIN1 LRAT LRP12 LRP4 LRP5 LRPPRC LRRK2 LRSAM1 LSM11 LTBP4 LUZP1 LYRM7 LYSET LYST MAB21L1 MAFB MAG MAGEL2 MAN1B1 MAN2B1 MAP1B MAP3K20 MAPK10 MAPK8IP3 MAPT MARCHF6 MARS1 MARS2 MAST1 MATN3 MATR3 MBOAT7 MBTPS1 MCM3AP MCOLN1 MDH2 MECP2 MECR MED12 MED25 MEF2C MEFV MEGF10 METTL27 MFF MFN2 MFSD2A MGAT2 MICOS13 MICU1 MIEF2 MKS1 MLH1 MLH3 MLXIPL MMADHC MME MMP13 MMP2 MMP23B MORC2 MPLKIP MPV17 MPZ MRE11 MRPS34 MSH2 MSH6 MSTO1 MT-ATP6 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TE MT-TF MT-TH MT-TK MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TT MT-TV MT-TW MTFMT MTHFR MTM1 MTMR14 MTOR MTPAP MTR MTRFR MTRR MTTP MYF6 MYH2 MYH3 MYH7 MYO1H MYO9A MYOT MYPN NAA10 NAA20 NACC1 NARS1 NAT8L NAXD NBEA NCF1 NDNF NDRG1 NDUFA1 NDUFA6 NDUFAF2 NDUFAF6 NDUFS8 NEB NECAP1 NEFH NEFL NEU1 NEUROD2 NEXMIF NF2 NGLY1 NHLRC1 NIPA1 NKX2-1 NKX3-2 NKX6-2 NODAL NOG NOP56 NOTCH2NLC NOTCH3 NPC1 NPHP1 NPR3 NR4A2 NRXN1 NSUN2 NT5C2 NTNG1 NTNG2 NTRK1 NTRK2 NUBPL NUDT2 NUP54 NUP62 NUS1 OBSCN OCA2 OFD1 OGDH OGDHL OPA1 OPA3 OPHN1 OPTN ORAI1 OTUD6B P4HTM PABPN1 PACS1 PACS2 PAK1 PANK2 PARK7 PARS2 PAX7 PCDH15 PCDH19 PCNA PDE10A PDE2A PDE6D PDE8B PDGFB PDGFRB PDHA1 PDHX PDK3 PDP1 PDPN PDYN PEX1 PEX10 PEX16 PEX2 PEX5 PEX6 PGAP1 PGAP2 PGAP3 PHIP PI4KA PIBF1 PIEZO2 PIGA PIGG PIGL PIGO PIGP PIGS PIGV PIGW PIGY PIK3CA PIK3R5 PINK1 PITRM1 PKP1 PLA2G6 PLCB1 PLCH1 PLD3 PLEC PLEKHG4 PLEKHG5 PLOD1 PLP1 PMP2 PMP22 PMPCA PMPCB PMS1 PMS2 PNPLA2 PNPLA6 PNPLA8 PNPO PNPT1 POC1A PODXL POGZ POLG POLG2 POLR3A POLR3B POMGNT1 POMT1 POMT2 POPDC3 POT1 POU3F4 POU4F1 PPM1D PPP1R15B PPP1R21 PPP2R1A PPP2R2B PPP2R5D PPP3CA PRDM13 PRDM16 PRDM5 PRDX3 PREPL PRKAR1B PRKCG PRKCZ PRKN PRKRA PRNP PROK2 PROKR2 PRPS1 PRRT2 PRUNE1 PRX PSAP PSEN1 PSMB1 PSMC1 PTCH1 PTEN PTH1R PTS PURA PUS3 PYCR2 QRICH1 RAB11B RAB18 RAB39B RAB7A RAI1 RANBP2 RAPSN RARS1 RBM10 REEP1 REEP2 RELA REPS1 RERE RFC1 RFC2 RFX5 RFX7 RFXANK RFXAP RHOBTB2 RIC1 RILPL1 RLIM RNASEH1 RNASEH2A RNASEH2B RNASEH2C RNF113A RNF125 RNF168 RNF170 RNU12 RNU7-1 RPE65 RPGRIP1L RPL10 RPS20 RPS6KA3 RRM2B RSPRY1 RTN2 RUBCN RUSC2 RYR1 SACS SAMD9L SAMHD1 SATB1 SATB2 SBF1 SBF2 SCARB2 SCN1A SCN1B SCN2A SCN3A SCN4A SCN8A SCN9A SCO2 SCYL1 SDHA SDHAF1 SDHB SDHD SEC31A SELENOI SELENON SEMA3A SEMA4A SERAC1 SET SETX SGCA SGCB SGCD SGCG SH3TC2 SHANK3 SHH SHMT2 SHQ1 SIGMAR1 SIL1 SIM1 SIX3 SKI SLC12A5 SLC12A6 SLC13A5 SLC16A2 SLC17A5 SLC18A2 SLC18A3 SLC19A3 SLC1A2 SLC1A4 SLC20A2 SLC25A1 SLC25A15 SLC25A19 SLC25A21 SLC25A22 SLC25A4 SLC25A46 SLC26A2 SLC2A1 SLC2A3 SLC30A10 SLC30A9 SLC33A1 SLC34A1 SLC34A3 SLC35A2 SLC35C1 SLC38A3 SLC39A13 SLC39A14 SLC39A8 SLC52A3 SLC5A7 SLC6A1 SLC6A17 SLC6A5 SLC6A8 SLC7A6OS SLC9A1 SLC9A6 SLC9A7 SLITRK2 SMARCA2 SMARCAL1 SMARCB1 SMARCE1 SMC1A SMG8 SMN1 SMN2 SMO SMPD1 SMS SNAP25 SNCA SNCAIP SNORD118 SNRPN SNX14 SORD SOX10 SPART SPAST SPATA5 SPATA7 SPEG SPEN SPG11 SPG21 SPG7 SPRY4 SPTBN1 SPTBN2 SPTLC1 SPTLC2 SQSTM1 SRCAP ST3GAL3 STAC3 STAG2 STAT4 STIL STRADA STUB1 STX1A STXBP1 SUCLA2 SUCLG1 SUFU SURF1 SYNE1 SYNE2 SYNGAP1 SYNJ1 SYT1 SYT14 SYT2 SZT2 TACO1 TACR3 TAF1 TAFAZZIN TANGO2 TARS1 TBC1D20 TBC1D23 TBC1D24 TBC1D2B TBCD TBCK TBL2 TBP TBR1 TCAP TCEAL1 TCF4 TCTN1 TCTN2 TCTN3 TDGF1 TDP1 TECPR2 TELO2 TERT TFG TGFB1 TGFBR2 TGIF1 TGM6 TH THG1L THOC2 THRA TIA1 TIMM8A TK2 TKFC TLK2 TLR4 TMCO1 TMEM106B TMEM107 TMEM163 TMEM216 TMEM218 TMEM222 TMEM231 TMEM237 TMEM240 TMEM270 TMEM43 TMEM63C TMEM67 TNNC2 TNNT1 TNPO2 TNR TOGARAM1 TOP3A TOPORS TOR1A TPI1 TPK1 TPM2 TPM3 TPP1 TPR TRAF7 TRAK1 TRAPPC10 TRAPPC11 TRAPPC2L TRAPPC6B TREM2 TREX1 TRIM2 TRIM32 TRIO TRIP4 TRMT10A TRPC3 TRPM3 TRPV4 TSEN15 TSPOAP1 TTBK2 TTC19 TTN TTPA TUBB2B TUBB3 TUBB4A TWNK TYROBP UBA5 UBAC2 UBAP1 UBE3A UBE4A UBE4B UBTF UCHL1 UFSP2 UNC80 UQCRQ UROC1 USP7 USP8 USP9X VAC14 VAMP1 VAMP2 VAPB VARS1 VCP VDR VLDLR VPS13A VPS13C VPS13D VPS16 VPS33A VPS35 VPS37A VPS37D VPS41 VPS51 VWA3B WARS1 WARS2 WASF1 WASHC5 WDR11 WDR26 WDR45B WDR48 WDR81 WLS WNT1 WNT3A WWOX XRCC1 XRCC4 XYLT2 YARS1 YME1L1 YWHAG YY1 ZBTB20 ZC4H2 ZEB2 ZFR ZFTA ZFYVE26 ZFYVE27 ZIC2 ZMPSTE24 ZNF469 ZNF526 ZSWIM6 HP_GAIT_IMBALANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GAIT_IMBALANCE ADGRG1 ALS2 ARL6 ATL1 ATL3 ATP5F1D ATXN1 ATXN10 BAZ1B BBS1 BCAS3 BCL7B BUD23 CCDC28B CHD4 CLIP2 DEAF1 DNAJC30 DNAJC6 EIF4H ELN ERLIN2 FKBP6 FLNC FXN GALT GDAP2 GTF2I GTF2IRD1 GTF2IRD2 HK1 HTRA2 HTT KAT6A LIMK1 LRRK2 MAPT METTL27 MLXIPL NCF1 NDUFA1 OCA2 PARK7 PIGG PIK3R5 PINK1 PMP22 PODXL PRKN PTEN PUS3 RFC2 RNASEH1 RRM2B SETX SLC2A3 SLC52A3 SNCA SPEN SPTLC1 SPTLC2 STX1A SYNJ1 TAF1 TBL2 TELO2 TMEM270 TTBK2 UBE3A UCHL1 VCP VPS13C VPS37D HP_GALACTORRHEA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GALACTORRHEA AIP CDH23 CDKN1A CDKN1B CDKN2B CDKN2C GPR101 IRF4 MEN1 PRLR HP_GALACTOSURIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GALACTOSURIA FOXP2 GALE GALK1 GALT SKIC3 HP_GANGLIONEUROBLASTOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GANGLIONEUROBLASTOMA BDNF EDN3 GDNF KIF1B LBX1 MYO1H PHOX2B HP_GANGRENE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GANGRENE ABCA12 ABCC6 AGXT ALOX12B ALOXE3 ASPRV1 BCOR C4A CAT CCR1 CD28 CTLA4 CYP4F22 ENPP1 ERAP1 FAS FIP1L1 HLA-B HLA-DPA1 HLA-DPB1 HLA-DRB1 IFNGR1 IL10 IL12A IL12A-AS1 IL12B IL23R IRF2BP2 KIF11 KLRC4 LIPN MEFV MLX NABP1 NIPAL4 NPM1 NUMA1 P4HA2 PML PRKAR1A PROC PROS1 PRTN3 PTPN22 RARA SDR9C7 STAT3 STAT4 STAT5B SULT2B1 TBL1XR1 TGM1 TLR4 TNFRSF1B UBAC2 ZBTB16 HP_GASTRIC_ULCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GASTRIC_ULCER ARID1B CISD2 GBA1 PLA2G4A WFS1 HP_GASTRITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GASTRITIS AIRE CARD8 CASP10 CDH1 CTLA4 DEF6 ELF4 FAS FASLG FOCAD FOXP3 IFIH1 IGHG2 IGKC IPO8 LRBA NFKB1 PRKCD RASGRP1 RIPK1 SKIC2 SKIC3 SYK HP_GASTROESOPHAGEAL_REFLUX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GASTROESOPHAGEAL_REFLUX AARS1 AASS ABCA3 ABCD4 ACADVL ACTL6B ADAMTS2 ADAMTSL2 ADAR ADAT3 ADGRG1 ADNP AFF3 AFF4 AGO1 AGO2 AGR2 AGRN ALDH18A1 ALG12 ALG2 ALG9 ALMS1 AMER1 AP3B1 AP3B2 APC2 ARCN1 ARF1 ARFGEF2 ARID2 ARNT2 ARSL ARV1 ARVCF ASCC1 ASCL1 ASNS ASPA ASXL1 ASXL3 ATAD1 ATL1 ATL3 ATN1 ATP11A ATP1A2 ATP1A3 ATP6V0A1 ATP6V1A ATP6V1B2 ATP7A ATP9A ATRX BAZ1B BCL7B BICRA BLM BRAF BRD4 BUD23 CACNA1A CACNA1B CACNA1C CACNA1I CACNA2D1 CAMK2B CAMTA1 CASZ1 CAV1 CCDC22 CCDC47 CCN2 CCR6 CDC6 CDK13 CDK19 CDKL5 CDKN1A CDKN1B CDKN2B CDKN2C CDON CEACAM3 CEACAM6 CELF2 CENPT CFTR CHAMP1 CHAT CHD7 CHMP1A CHRNA3 CLCA4 CLCN4 CLIP2 CLP1 CLTC CNKSR2 CNTNAP1 COG7 COL13A1 COL1A1 COL2A1 COL4A5 COL4A6 COL5A1 COL5A2 COL7A1 COMT CORO1A COX11 CPLX1 CPSF3 CREBBP CRLF1 CSPP1 CTBP1 CTCF CTHRC1 CYFIP2 DALRD3 DCTN4 DDB1 DDC DDOST DEAF1 DHCR7 DHDDS DISP1 DLL1 DMPK DNAAF4 DNAJC30 DNM1 DPH5 DPP9 DPYSL5 DSP DST DYRK1A EBF3 EDEM3 EDNRA EEF1A2 EHMT1 EIF4H EIF5A ELN ELP1 EP300 ERCC6 ERCC8 ERMARD EXT2 FAM13A FARSB FBN1 FBXL4 FBXO28 FBXW7 FCSK FGF12 FGF13 FGF8 FGFR1 FGFR3 FGFRL1 FKBP6 FLCN FLII FLNA FMR1 FOXG1 FOXH1 FOXP2 FZD2 FZR1 GABBR2 GABRA2 GABRA5 GABRB2 GABRD GABRG2 GALC GAS1 GBA1 GCLC GEMIN4 GLI2 GLRA1 GLRB GLYCTK GMNN GNAS GNB5 GON7 GP1BB GPHN GRB10 GRIA1 GRIN1 GRIN2D GSTM3 GTF2I GTF2IRD1 GTF2IRD2 H3-3A H3-3B H4C5 HCN1 HDAC8 HECTD4 HFE HIRA HIVEP2 HLA-DQA1 HLA-DQB1 HLA-DRB1 HMOX1 HNRNPH1 HNRNPH2 HNRNPK HRAS HSPG2 IL7R IPO8 IQSEC2 IRF5 ITCH JMJD1C KAT6A KAT6B KCNA2 KCNAB2 KCNB1 KCNH1 KCNN4 KCNQ2 KCNQ3 KIAA0319L KIAA0586 KIF1A KMT2A KMT2B KMT2C KMT2D KNSTRN LAMA2 LBR LETM1 LIG3 LIMK1 LMNA LONP1 LRP5 LRPPRC LTBP4 LUZP1 LYRM4 MAGEL2 MAP1B MAP3K7 MAPK1 MAPK8IP3 MBD5 MCEE MECP2 MED12 MED12L MED25 MEGF10 MEIS2 MEN1 METTL27 MGAT2 MID1 MIF MLXIPL MMP1 MMP23B MRPS34 MSL3 MSR1 MT-ATP6 MUC5B MYH11 MYMK MYO1H MYO9A NACC1 NALCN NCF1 NDUFA13 NECAP1 NEDD4L NEPRO NEXMIF NFIX NIPBL NODAL NONO NOS1 NPHS1 NRCAM NRXN1 NSD1 NSD2 NTRK2 NUP214 NUP54 NUP62 NUS1 OCRL ORC1 ORC4 ORC6 PACS1 PACS2 PAK1 PARN PARS2 PCGF2 PDHA1 PDPN PGM3 PHGDH PHIP PHOX2B PI4KA PIEZO1 PIEZO2 PIGN PIGT PIK3CD PLCH1 POGZ POLG POLG2 POLR2A POR PORCN PPM1D PPP3CA PRDM13 PRDM16 PRKCSH PRKCZ PRMT7 PRUNE1 PSAP PSPH PTCH1 PUF60 PYCR1 RAD21 RAI1 RARS2 RERE RET RETREG1 RFC2 RHBDF2 RNF125 RNU4ATAC RPL10 RREB1 RRM2B RTEL1 SALL1 SAMD9 SATB1 SATB2 SCN3A SCN8A SCN9A SEC23A SEC24C SEC31A SEC63 SEMA3E SEPSECS SERPINA1 SETD2 SFTPA1 SFTPA2 SFTPC SH2B1 SHANK3 SHH SIAH1 SIN3A SIX3 SKI SLC11A1 SLC12A2 SLC13A5 SLC18A3 SLC19A2 SLC1A2 SLC1A4 SLC25A1 SLC25A24 SLC25A4 SLC26A9 SLC2A10 SLC35A2 SLC37A4 SLC38A3 SLC46A1 SLC5A7 SLC6A14 SLC6A3 SLC6A5 SLC9A3 SLC9A6 SMARCA2 SMC1A SMC3 SMC5 SMG9 SNAP25 SNRPB SON SOX5 SPATA5 SPEN SPOP SPTAN1 SPTBN4 SPTLC1 SPTLC2 SRCAP SRPX2 SSR4 STAC3 STAG1 STAG2 STIL STN1 STX1A SUCLA2 SUCLG1 SUPT16H SYNGAP1 SYNJ1 SYT1 SYT2 SZT2 TAF1 TBC1D24 TBL2 TBX1 TBX4 TCEAL1 TCF4 TDGF1 TECPR2 TERC TERT TFAP2A TGFB1 TGIF1 TIMM22 TMEM270 TMEM94 TMTC3 TOP3A TRAK1 TRAPPC12 TRIP4 TRMT10C TRPV6 TSEN15 TSEN2 TSEN34 TSEN54 TSPYL1 TTC26 TWIST1 TWNK TYMP TYMS UBA5 UBE4B UFC1 UFD1 USP7 USP9X VAMP1 VPS35L VPS37D WAC WASHC5 WDR26 WNK1 WWOX YWHAG ZBTB18 ZBTB7A ZIC2 ZNF699 ZSWIM6 HP_GASTROINTESTINAL_ATRESIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GASTROINTESTINAL_ATRESIA AP1S1 AR ARNT2 BUB1 BUB1B BUB3 CAMK2A CDON CENPF CEP57 CFAP45 CHD7 CHRM3 CLMP COX7B DIS3L2 DISP1 DLL1 DYNC2H1 DYNC2I1 DYNC2I2 DYRK1A EFTUD2 ERCC4 FANCB FANCD2 FANCF FANCL FBN2 FGF8 FGFR1 FGFR2 FLI1 FOXF1 FOXH1 FREM2 GAS1 GLI2 GMPPB HCCS HESX1 IFT80 ITGA6 ITGB4 KDM3B MAMLD1 MIR17HG MYCN MYH11 NDUFB11 NODAL OTX2 PAH PAICS PI4KA PIGN PLEC POLA1 PORCN PPP1R12A PROKR2 PTCH1 RAD51C RERE RFWD3 RFX6 RMRP RTTN SALL1 SHH SIN3A SIX3 SIX6 SLC25A12 SMARCD1 SON SOX2 SOX3 SPINK5 STAG2 SUFU TCTN3 TDGF1 TGIF1 TRIP13 TTC7A WBP11 WDR35 YY1 ZIC2 ZIC3 ZNF699 HP_GASTROINTESTINAL_CARCINOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GASTROINTESTINAL_CARCINOMA AAGAB ADA2 AKT1 APC AURKA AXIN2 BAX BMPR1A BRAF BUB1 BUB1B CCND1 CHEK2 COL14A1 CTNNB1 DCC DLC1 EP300 EPCAM FGFR3 FLCN GATA1 GPR35 GREM1 HEATR3 MAD1L1 MCC MLH1 MLH3 MSH2 MSH6 MST1 MUTYH NRAS NTHL1 PDGFRL PIK3CA PLA2G2A PMS2 POLD1 POLE PTPN12 PTPRJ RAD54B RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 SEMA4D SMAD4 SRC STK11 TCF4 TGFBR2 TLR2 TP53 TSR2 WRN HP_GASTROINTESTINAL_EOSINOPHILIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GASTROINTESTINAL_EOSINOPHILIA ARPC1B CARD11 DOCK8 DSG1 JAK1 SMAD3 STAT1 TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 HP_GASTROINTESTINAL_HEMORRHAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GASTROINTESTINAL_HEMORRHAGE ABCC6 ACVRL1 AGGF1 ALDOB AMACR APC ARHGAP31 ARPC1B ARVCF ASXL1 ATP7A ATRX BMPR1A C4A CALR CASP10 CBL CBS CCR1 CD109 CDKN1A CDKN1B CDKN2B CDKN2C CISD2 COMT CTC1 CTLA4 CTNNB1 CYP7B1 DAXX DLL4 DOCK6 DZIP1L ENG ENPP1 EOGT EPCAM ERAP1 F10 F11 F2 F5 F7 F8 F9 FAH FAN1 FAS FCGR2C FGA FGB FGG GDF2 GFI1B GP1BA GP1BB GP9 GREM1 HIRA HLA-B HLA-DPA1 HLA-DPB1 HPGD HPS1 HSD3B7 IFIH1 IFNGR1 IKZF1 IL10 IL10RA IL12A IL12A-AS1 IL23R IRF4 ITGA2 ITGA2B ITGB3 JAK2 JMJD1C KIF23 KIT KLRC4 KRAS LBR LMAN1 LRP5 MCFD2 MED12 MEFV MEN1 MLH1 MLH3 MPI MPL MSH2 MSH6 MVK MYC MYD88 NOTCH1 PDGFRA PIK3CA PKHD1 PLOD1 PLVAP PMS1 PMS2 POT1 PRKCSH PRTN3 PTEN PTPN22 PUF60 RACGAP1 RBCK1 RBPJ RHBDF2 RPS20 RREB1 RUNX1 SDHA SDHB SDHC SDHD SEC24C SEC63 SEMA4A SERPINE1 SLC25A13 SLCO2A1 SMAD4 SREBF1 SRSF2 STAT4 STK11 STN1 TAOK1 TBX1 TEK TET2 TGFBR2 TLR4 TNFRSF1A TNXB TREX1 TSC1 TSC2 TTC7A UBAC2 UFD1 VWF WAS WFS1 WIPF1 XYLT1 XYLT2 HP_GASTROINTESTINAL_INFARCTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GASTROINTESTINAL_INFARCTIONS B2M CALR COL3A1 F5 HLA-B HLA-DRB1 IL12B JAK2 MEFV MLX P4HA2 PTPN22 STK11 TEK HP_GASTROINTESTINAL_INFLAMMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GASTROINTESTINAL_INFLAMMATION ABCB1 ACADVL ADAMTS2 ADAMTSL2 ARPC1B ATAD1 ATP7A BACH2 BCL10 CARD10 CARD11 CARD8 CARMIL2 CASP10 CDKN1B CIITA COG6 COL17A1 COL7A1 CTLA4 CYBC1 DCLRE1B DEF6 DNASE2 DOCK2 DOCK8 DSG1 ELANE ELF4 F13A1 F13B FAS FASLG FCHO1 FCN3 FERMT1 FH FNIP1 FOXP3 GLRA1 GLRB GPHN GPIHBP1 GPR35 GRB10 GUCY2C HLA-B HLA-DRB1 HPS1 IARS1 IKBKG IL10RA IL10RB IL12A IL12RB1 IL21 IL37 IL6 INAVA IRF5 IRGM IVNS1ABP JAK1 LAMA3 LAMB3 LAMC2 LMX1B LRBA MAP3K7 MASP2 MEFV MEN1 MMEL1 MMP1 MST1 MYH11 NCF4 NFKBIA NLRC4 NOD2 OPLAH PGM3 PHGDH PI4KA PIGY PIK3CD PIK3CG PLCG2 POLA1 POU2AF1 PRF1 PRKCD PSPH PSTPIP1 RASGRP1 RBCK1 REL RET RFX5 RFXANK RFXAP RIPK1 RPL11 RTEL1 SEMA4D SKIC2 SKIC3 SLC2A10 SLC37A4 SLC6A5 SLC9A3 SMAD3 SPIB STAT1 STX11 STXBP1 STXBP2 SYK TCF4 TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TNFAIP3 TNFSF15 TNPO3 TOM1 TRAPPC11 TTC7A UNC13D WAS WIPF1 XIAP ZAP70 HP_GASTROINTESTINAL_OBSTRUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GASTROINTESTINAL_OBSTRUCTION ABCD1 APC ATP7A BRCA1 BRCA2 CALR CAVIN1 CD55 CDKN2A CEACAM3 CEACAM6 CFTR CLCA4 CTLA4 CTNNB1 DCTN4 ECE1 EDN3 EDNRA EDNRB ERBB2 ERBB3 ERCC2 EWSR1 EXT1 EXT2 F5 FAH FCGR2A FOXP3 GCLC GDNF GSTM3 GUCY2C HFE HLA-DPA1 HLA-DPB1 HMBS HMOX1 IL6 JAK2 JAK3 KCNN4 KIF26A KIT KRAS MEFV MIF MITF MNX1 MTRFR MVK MYC MYH11 NOD2 NOTCH3 NRTN PALB2 PALLD PDGFRA PDGFRB PPOX PRTN3 PTPN22 RABL3 RET SDHA SDHB SDHC SDHD SEMA3C SEMA3D SERPINA1 SLC11A1 SLC18A3 SLC26A9 SLC6A14 SLC6A8 SLC9A3 SMAD4 SMO SOX10 SREBF1 STK11 STX1A TBCE TGFB1 TNFRSF1A TP53 TTC7A WT1 HP_GASTROINTESTINAL_STROMA_TUMOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GASTROINTESTINAL_STROMA_TUMOR CD19 CD81 CR2 ICOS IRF2BP2 KIT MS4A1 NF1 NFKB1 NFKB2 PDGFRA PRKCD SDHA SDHB SDHC SDHD TNFRSF13B TNFRSF13C TNFSF12 HP_GASTROINTESTINAL_ULCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GASTROINTESTINAL_ULCER AP2S1 ARID1B ASCC1 ASXL1 BAZ1B BCL7B BUD23 CDC73 CDKN1A CDKN1B CDKN2B CDKN2C CISD2 CLIP2 COL7A1 CTHRC1 DNAJC30 EIF4H ELN EP300 FKBP6 GBA1 GNA11 GTF2I GTF2IRD1 GTF2IRD2 HPGD KIT LIMK1 MEN1 METTL27 MLXIPL MMP1 MSR1 NCF1 PI4KA PLA2G4A PLG RFC2 SLCO2A1 SRSF2 STX1A SYK TBL2 TET2 TMEM270 TNFAIP3 TTC7A VPS37D WFS1 XYLT2 HP_GASTROPARESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GASTROPARESIS ACTG2 AFF4 ATP7A DNAJC6 EIF2AK2 HNRNPK HTRA2 LRRK2 MAGEL2 MAP3K7 MGAT2 MPEG1 MYH11 NDN OCA2 PARK7 PINK1 PODXL POLG POLG2 PRKN RAD21 RRM2B SLC25A4 SNCA SNRPN SON SYNJ1 TMEM70 TWNK TYMP UCHL1 VPS13C HP_GASTROSTOMY_TUBE_FEEDING_IN_INFANCY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GASTROSTOMY_TUBE_FEEDING_IN_INFANCY ACTA1 ADNP AFF4 ALG12 ALS2 ASPA BLM BRAF C2CD3 CAMLG CDON CLCN6 CLN8 COG5 COL2A1 COL7A1 DALRD3 DCHS1 DEGS1 DISP1 DLK1 DLL1 DNM1L DPM1 FAT4 FDFT1 FGF8 FGFR1 FOXH1 FUS GAS1 GLI2 GNPTAB ITCH KLHL40 KRT14 KRT5 LONP1 LRPPRC MECP2 MEG3 MGAT2 MTRFR MYO1H NODAL NRCAM PDHA1 PGAP1 PGAP2 PGAP3 PIGL PIGO PIGU PIGV PIGW PIGY PLCH1 PNPT1 PPP2R1A PRPS1 PSAT1 PTCH1 PTPN23 RALGAPA1 RNF13 RTL1 SCN1A SCN3A SEPSECS SETBP1 SHH SIGMAR1 SIX3 SLC1A4 SLC5A6 SMC1A SON SPATA5 SPG11 SPOP SPTBN4 SPTLC1 STAG2 STIL SYNE1 TBCK TCEAL1 TDGF1 TGIF1 TOR1A TRAPPC12 TRIO TRIP4 TSEN15 TSEN2 TSEN34 TSEN54 UBTF UGDH WDR26 YY1 ZIC2 HP_GAZE_EVOKED_HORIZONTAL_NYSTAGMUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GAZE_EVOKED_HORIZONTAL_NYSTAGMUS ATP1A2 BEAN1 CACNA1A CACNA1G FGF14 GCH1 GRM1 ITPR1 KCND3 PAX7 PRRT2 RBL2 SACS SCN1A SOX3 SYT14 THG1L UROC1 HP_GAZE_EVOKED_NYSTAGMUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GAZE_EVOKED_NYSTAGMUS AFG3L2 APTX ATP1A2 ATXN1 ATXN10 ATXN2 ATXN3 BEAN1 CACNA1A CACNA1G CACNB4 COL18A1 COQ2 EXOSC9 FGF14 GCH1 GDAP2 GRID2 GRM1 ITPR1 KCND3 MRE11 PAX7 PIK3R5 PMPCA POLG POLR3A POLR3B PRDX3 PRKCG PRRT2 RBL2 RFC1 SACS SAMD9L SCN1A SCN8A SDHA SETX SLC1A3 SOX3 SPG11 SPTBN2 STUB1 SYT14 TBP TDP1 THG1L TMEM106B UBAP1 UCHL1 UROC1 VLDLR VPS13D WWOX HP_GENERALIZED_ABNORMALITY_OF_SKIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GENERALIZED_ABNORMALITY_OF_SKIN AARS1 ABCA3 ABCB11 ABCB4 ABCB6 ABCC2 ABCC6 ABCC9 ABCD3 ABL1 ACADVL ACD ACP5 ACTA2 ACTC1 ACVRL1 ADA2 ADAM17 ADAMTS13 ADAMTS19 ADAMTS2 ADAMTSL2 ADAR ADGRE2 AEBP1 AGA AGPAT2 AGRN AGXT AIP AK9 AKR1D1 AKT1 AKT3 ALAS2 ALDH18A1 ALDH2 ALDH3A2 ALDOA ALDOB ALG6 ALG8 ALMS1 ALOX12B ALOXE3 ALPK1 AMACR ANAPC1 ANGPT1 ANK1 ANKRD26 ANTXR1 ANTXR2 AP1S1 AP2M1 APC2 APOE AQP5 ARHGAP31 ARID1B ARL13B ARL6IP6 ARMC5 ARPC1B ARPC4 ARVCF ARX ASXL1 ATL1 ATL3 ATM ATP11C ATP1A2 ATP1A3 ATP2C1 ATP6AP1 ATP6AP2 ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 ATP7A ATP7B ATP8B1 ATR ATRIP ATRX AXIN2 B3GALT6 B4GALT7 BAAT BANF1 BANK1 BAZ1B BCL7B BCOR BGN BLK BLM BLOC1S3 BLOC1S5 BMP2 BMPR1A BMPR2 BRAF BRCA1 BRCA2 BRCC3 BRD4 BSCL2 BUD23 C1QB C1R C1S C2 C4A C4B CA5A CACNA1A CALR CARMIL2 CARS1 CASK CASP10 CASR CAST CASZ1 CAV1 CAVIN1 CBL CBS CCDC115 CCM2 CCN2 CCR6 CD109 CD19 CD28 CD46 CD81 CDAN1 CDH11 CDH23 CDH3 CDIN1 CDKN1B CDKN2A CENPE CENPJ CEP104 CEP152 CFH CFHR1 CFHR3 CFI CFTR CHAT CHD2 CHRNA1 CHRNB1 CHRND CHRNE CHST14 CHST8 CIB1 CITED2 CLCN7 CLDN1 CLEC7A CLIP2 CLPX CLTRN COG4 COG5 COG7 COG8 COL12A1 COL13A1 COL17A1 COL1A1 COL1A2 COL3A1 COL5A1 COL5A2 COL7A1 COMT COX4I2 COX7B CPA1 CPN1 CPOX CR2 CREB3L1 CSTA CSTB CTC1 CTCF CTLA4 CTNNB1 CTRC CTSA CTSB CYB5A CYB5R3 CYBA CYBB CYBC1 CYLD CYP27A1 CYP7B1 DAXX DCDC2 DCLRE1B DDB2 DDR2 DDX11 DDX6 DEF6 DEPDC5 DGUOK DHCR7 DHFR DIAPH1 DKC1 DLL4 DLST DNA2 DNAJC30 DNASE1 DNASE1L3 DNMT3A DOCK6 DOK7 DPAGT1 DPM1 DPP9 DSE DSG4 DSP DST DSTYK DTNBP1 DUOX2 DUOXA2 DZIP1L EDA EDAR EDARADD EDN3 EDNRB EGFR EIF2AK3 EIF2AK4 EIF4H ELMO2 ELN ELOVL4 ELP1 EMILIN1 ENG ENPP1 EOGT EPAS1 EPB41 EPB42 EPHB2 EPHB4 EPM2A EPOR ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC6L2 ERCC8 ETFA ETFB ETFDH ETHE1 ETS1 ETV6 EVC EVC2 EXOSC2 EXPH5 F10 F12 F13A1 F13B F2 F5 F7 F8 FANCA FANCC FANCD2 FANCE FAS FASLG FBLN5 FBN1 FCGR2A FCGR2B FCGR2C FCGR3B FDFT1 FDPS FECH FERMT1 FERMT3 FGA FGB FGF23 FGFR1 FGFR2 FGFR3 FGG FH FIP1L1 FKBP10 FKBP14 FKBP6 FLI1 FLNA FLT4 FOCAD FOS FOXE3 FOXP3 FRG1 FTO FUCA1 FYB1 FZD4 G6PC3 G6PD GABRA1 GABRD GABRG2 GALE GALK1 GALM GALT GATA1 GATA2 GATA4 GATA6 GBA1 GCGR GCLC GDF2 GFI1B GGCX GH1 GHR GIMAP5 GJA1 GJA5 GJA8 GJB2 GJB3 GJB4 GJB6 GLA GLB1 GLMN GLRX5 GLUL GNA11 GNA14 GNAQ GNAS GNB2 GNPTAB GORAB GP1BA GP1BB GP6 GP9 GPI GPNMB GPR35 GRIK2 GSN GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GTPBP3 GUCY1A1 GYPC H4C3 H4C5 HBA1 HBA2 HBB HBG2 HCCS HCK HDAC8 HEATR3 HELLPAR HERC2 HESX1 HEY2 HFE HIRA HK1 HLA-B HLA-DPA1 HLA-DPB1 HLA-DQB1 HLA-DRB1 HMGCL HNF1B HNF4A HOXA11 HOXC13 HPGD HPS1 HPS3 HPS4 HPS5 HPS6 HR HS3ST6 HSD17B10 HSD3B7 HSPG2 HTRA2 HYOU1 IARS1 IARS2 ICOS IER3IP1 IFIH1 IFNG IFT122 IFT43 IGF1R IGHG1 IKBKG IKZF1 IL10 IL12A IL12RB1 IL17F IL17RA IL17RC IL18BP IL2RG IL36RN IL6ST IL7 INSR IPO8 IRAK1 IRF2BP2 IRF5 ITGA2 ITGA2B ITGA3 ITGAM ITGB2 ITGB3 ITGB4 IYD JAG1 JAK2 JAM2 JAZF1 JMJD1C JUP KANSL1 KCNAB2 KCNJ6 KCNK9 KCNN4 KCNQ2 KCNQ3 KCTD1 KDSR KIAA0319L KIF12 KIF1B KIF22 KIF23 KIT KITLG KLHL7 KLLN KMT2D KMT2E KNG1 KRAS KREMEN1 KRIT1 KRT1 KRT10 KRT14 KRT18 KRT2 KRT5 KRT74 KRT83 KRT85 KYNU LAMA3 LAMB3 LAMC2 LARP7 LBR LCP2 LEMD2 LHX3 LHX4 LIFR LIG1 LIG4 LIMK1 LIPA LIPN LMAN1 LMNA LMNB2 LMX1B LORICRIN LOX LPL LRP1 LRP4 LRP5 LSM11 LTBP4 LUZP1 LYST LZTR1 MAGEL2 MANBA MAOA MAP2K1 MAP2K2 MAPK1 MASP1 MAT2A MAX MBTPS2 MCFD2 MDH2 MDM2 MECP2 MED12 MEFV MEN1 METTL27 MFAP5 MITF MKRN3 MLXIPL MMACHC MMEL1 MMP1 MMP21 MMP23B MPL MPLKIP MPV17 MRAS MRE11 MRPS2 MS4A1 MST1 MT-ATP6 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW MTAP MTX2 MUSK MVD MVK MYD88 MYH11 MYH6 MYH9 MYLK MYO5A MYO5B MYO9A MYOF MYORG NAA10 NABP1 NAF1 NAGA NAXD NBAS NBEAL2 NBN NCF1 NCF2 NCF4 NDP NDUFB11 NDUFS2 NDUFS4 NECTIN1 NECTIN4 NEU1 NEXMIF NF1 NFIA NFIX NFKB1 NFKB2 NFKBIA NGF NHLRC1 NHP2 NIPBL NKX2-5 NKX2-6 NLRC4 NLRP1 NLRP12 NLRP3 NOD2 NOP10 NOTCH1 NPAP1 NPC1 NPC2 NPM1 NPRL2 NPRL3 NR1H4 NR3C1 NSD1 NSDHL NSUN2 NTRK1 NUMA1 NUP214 NUP85 OCLN ODC1 ORAI1 P2RY12 PALB2 PALLD PARN PARS2 PAX3 PAX8 PCDH19 PCK1 PCNA PCNT PDCD1 PDCD10 PDE11A PDGFB PDGFRB PDPN PDSS1 PEPD PERP PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PFKM PGAP2 PGAP3 PGM3 PHGDH PIEZO1 PIGA PIGL PIGO PIGV PIGW PIGY PIK3CA PIK3R1 PKD2 PKHD1 PKLR PKP1 PLAU PLCG2 PLD1 PLEC PLG PLIN1 PLK4 PLOD1 PLOD3 PLXND1 PML PMM2 PMVK PNKP POFUT1 POGLUT1 POLA1 POLD1 POLE POLG POLG2 POLH POLR3A PORCN POU1F1 POU2AF1 PPARG PPOX PPP1R15B PRDM16 PRDM5 PRF1 PRICKLE1 PRKACA PRKACG PRKAG2 PRKAR1A PRKCD PRKCZ PRKG1 PROC PROP1 PROS1 PRPS1 PRRT2 PRSS1 PRSS2 PRTN3 PSAT1 PSENEN PSMB8 PSMC3 PSMG2 PTDSS1 PTEN PTF1A PTPN11 PTPN22 PTPN3 PUS3 PWAR1 PWRN1 PXK PYCR1 RAB27A RAB3GAP1 RAB3GAP2 RABL3 RAC2 RAD21 RAF1 RAPSN RARA RASA1 RASGRP1 RASGRP2 RBBP8 RBM10 RBM28 RBPJ RECQL RECQL4 RERE RET RFC2 RHAG RHCE RHD RHOH RIN2 RINT1 RIT1 RNASEH2A RNASEH2B RNASEH2C RNF113A RNF168 RNF213 RNU4ATAC RNU7-1 RORB RPA1 RPS6KA3 RREB1 RTEL1 RUNX1 RYR1 SAMD9 SAMHD1 SASH1 SBDS SCARB2 SCN10A SCN11A SCN1A SCN1B SCN2A SCN4A SCN8A SCN9A SDHA SDHAF2 SDHB SDHC SDHD SEC23B SEC24C SEMA4D SEPTIN9 SERPINA1 SERPINE1 SERPINF2 SERPING1 SETD2 SETX SF3B4 SFTPB SFTPC SH2B3 SIK3 SKI SKIC3 SLC10A1 SLC16A2 SLC17A9 SLC18A3 SLC1A3 SLC20A2 SLC25A1 SLC25A11 SLC25A13 SLC25A20 SLC25A24 SLC25A3 SLC26A4 SLC27A4 SLC29A3 SLC2A1 SLC2A10 SLC2A2 SLC30A10 SLC34A2 SLC35A1 SLC37A4 SLC39A13 SLC39A4 SLC44A1 SLC4A1 SLC51A SLC51B SLC5A5 SLC5A6 SLC5A7 SLC6A1 SLC6A19 SLCO1B1 SLCO1B3 SLFN14 SLURP1 SMAD2 SMAD3 SMAD4 SMARCA2 SMARCAD1 SMC1A SMC3 SMPD1 SNAI2 SNAP25 SNORD115-1 SNORD116-1 SNX10 SOS1 SOX10 SOX18 SP110 SPEN SPIB SPINK1 SPINK5 SPOP SPP1 SPRED2 SPRTN SPTA1 SPTB SPTBN1 SPTLC1 SPTLC2 SREBF1 SRSF2 STAG1 STAT3 STAT4 STAT5B STIM1 STING1 STN1 STUB1 STX11 STX1A STXBP1 STXBP2 SULT2B1 SUPT16H SYK SYNGAP1 SYT2 TALDO1 TARS1 TBL1XR1 TBL2 TBX1 TBX19 TBX20 TBXA2R TCF4 TCIRG1 TERC TERT TET2 TFAM TFAP2A TFR2 TG TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGM1 TGM5 THSD4 TINF2 TLL1 TLR7 TMC6 TMC8 TMEM127 TMEM260 TMEM270 TNFAIP3 TNFRSF13B TNFRSF13C TNFRSF1A TNFRSF1B TNFSF11 TNFSF12 TNFSF15 TNFSF4 TNIP1 TNPO3 TNXB TOP3A TOR1A TP53 TP63 TPI1 TPO TRAF3IP2 TRAIP TREX1 TRHR TRMT10A TRMU TRPM4 TRPV3 TSC1 TSC2 TSHB TSHR TSPAN12 TTC26 TULP3 TWIST2 TXNDC15 TYMS TYR UBE2L3 UBE4B UFD1 UGT1A1 UNC13D UNC45A UROD UROS USB1 USF3 USP18 USP48 USP53 USP8 UVSSA VAMP1 VEGFC VHL VIPAS39 VPS33B VPS37D VPS53 VWF WAS WDR35 WIPF1 WNT10A WRAP53 WRN XPA XPC XPNPEP2 XPR1 XRCC4 YARS1 ZBTB16 ZFYVE19 ZIC3 ZMPSTE24 ZNF408 ZNF469 ZNF699 HP_GENERALIZED_AMINOACIDURIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GENERALIZED_AMINOACIDURIA CTNS CYP27B1 CYP2R1 DGUOK EHHADH ETFA ETFB ETFDH FAH GATM NDUFAF6 NGLY1 SLC2A2 SLC34A1 HP_GENERALIZED_AMYLOID_DEPOSITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GENERALIZED_AMYLOID_DEPOSITION APOA1 B2M CST3 FGA GSN LYZ HP_GENERALIZED_AMYOTROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GENERALIZED_AMYOTROPHY ACADSB ACTA1 ALDH18A1 BAG3 BIN1 C2orf69 CARS1 CHCHD10 CNBP COL12A1 COL6A1 COL6A2 COL6A3 DALRD3 DARS2 DNA2 DNAJC19 DOK7 EXOSC9 FUS GMPPB GPR35 HNRNPA1 HNRNPA2B1 KBTBD13 KIF21A KLHL41 LAMP2 LMNA LMNB2 MEGF10 MGME1 MST1 MUSK MYH7 MYOD1 MYPN NAGA NDE1 NEB NOTCH2NLC NUP88 OGDH PGAP1 PIGA PNPLA2 PNPLA6 POLG POLR3A POMT1 PUS1 PYROXD1 RAPSN RBM28 RNF170 RYR1 SCN4A SCO2 SCYL1 SELENON SEMA4D SGCD SLC16A2 SLC18A3 SLC52A2 SPEG SPG11 SPTBN4 SPTLC1 SQSTM1 TARDBP TBK1 TCF4 TK2 TPM2 TPM3 TRIP4 TTN TUBA1A TWNK UNC45B VAMP1 VCP WARS2 YARS2 HP_GENERALIZED_CEREBRAL_ATROPHY_HYPOPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GENERALIZED_CEREBRAL_ATROPHY_HYPOPLASIA ADGRV1 CLN3 GABRD GABRG2 HCN1 PLA2G6 SCN1A SCN1B SCN2A SCN9A STX1B TBP HP_GENERALIZED_CLONIC_SEIZURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GENERALIZED_CLONIC_SEIZURE ACSF3 ARX CASK CDKL5 DMXL2 DPM2 GABRA1 GABRG2 GNAO1 GRIN1 GRIN2A GRM7 KCNA1 KCNQ2 KCNQ3 NEUROD2 PCDH19 PIGP PIGQ PNKP PRRT2 PSAP SATB1 SCN1A SCN1B SCN2A SCN8A SCN9A SIK1 SLC25A22 SLC32A1 TRIM8 HP_GENERALIZED_DYSTONIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GENERALIZED_DYSTONIA ACTB ALS2 AOPEP ATP5F1A C19orf12 DLAT FA2H GCH1 HPCA IMPDH2 JAM2 KMT2B LRPPRC MRPS25 NAXD NDUFA2 NDUFAF6 NR4A2 PANK2 PLP1 PRKRA SLC39A14 SUOX TH THAP1 TIMM8A TNR TOR1A TSPOAP1 TUBB4A UFC1 VPS41 HP_GENERALIZED_EDEMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GENERALIZED_EDEMA ARHGDIA CALCRL CD46 CD55 CFH CFI DEF6 DOK7 DPAGT1 FARSB FSHR HELLPAR MOGS MYLK NOS1AP PHGDH PIEZO1 PLVAP PMM2 POLG PRF1 PRKAG2 SCARB2 TMEM260 TTC26 UBR1 HP_GENERALIZED_HIRSUTISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GENERALIZED_HIRSUTISM ABCA5 ABCC9 AIP AKT1 ARL6 ARX BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BMP1 BRD4 BSCL2 CASZ1 CEP19 CEP290 CFAP418 CTSC CYP19A1 ELMO2 GABRD GJA1 GJB3 GJB4 GNE GPR101 HDAC8 HSPG2 IDUA IFT172 IFT27 IFT74 INSR IRF6 KCNAB2 KCNJ8 KDSR KMT2A LMNA LMNB2 LUZP1 LZTFL1 MAPK1 MAPRE2 MBD5 MC1R MKKS MKS1 MMP23B NFIX NIPBL NOTCH2 NPHP1 NRAS PDPN PEPD PPARG PRDM16 PRKCZ PRKG2 PTEN RAB18 RAB3GAP1 RAB3GAP2 RAD21 RERE SCAPER SCLT1 SDCCAG8 SKI SLC25A12 SLC25A24 SMC1A SMC3 SMO SPEN SUCLA2 TBC1D20 TRIM32 TTC8 TUBB TWIST1 TWIST2 UBE2A UBE4B WDPCP HP_GENERALIZED_HYPERKERATOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GENERALIZED_HYPERKERATOSIS AKT1 FUCA1 GJB3 KLLN KRT10 LMNA PIK3CA PTEN SDHB SDHC SDHD SEC23B USF3 ZMPSTE24 HP_GENERALIZED_HYPERPIGMENTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GENERALIZED_HYPERPIGMENTATION AAAS ACD AIP AKT1 ALDH3A2 ATP6V1B2 BMP6 BRAF CYP11A1 DKC1 GMPPA GPNMB GPR101 HAMP HFE HJV HRAS INSR IRF4 KCNH1 KCNMA1 KCNN3 KRAS KRT14 KRT5 MAP2K1 MAP2K2 MC2R MRAP MYO5A NNT PARN PAX6 POLA1 PTEN RTEL1 STAR TERT TINF2 TRAPPC11 TXNRD2 HP_GENERALIZED_HYPERREFLEXIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GENERALIZED_HYPERREFLEXIA AARS1 ABCD1 CARS1 EEF2 ERCC2 ERCC3 GTF2E2 GTF2H5 MPLKIP NADK2 RNF113A SLC25A12 SLC2A1 SLC52A3 SPG7 TARS1 HP_GENERALIZED_HYPERTRICHOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GENERALIZED_HYPERTRICHOSIS ATP6V1B2 KCNH1 KCNMA1 KCNN3 KMT2A NEU1 SETBP1 SRCAP HP_GENERALIZED_HYPOPIGMENTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GENERALIZED_HYPOPIGMENTATION AP3B1 AP3D1 BLOC1S3 BLOC1S5 CACNA1F DTNBP1 EDNRB EPG5 HERC2 HPS1 HPS3 HPS4 HPS5 HPS6 KRT5 LRMDA LYST MAGEL2 MC1R MITF MKRN3 NPAP1 OCA2 OCRL PAH PWAR1 PWRN1 SKIC2 SKIC3 SLC24A5 SLC45A2 SNORD115-1 SNORD116-1 TP63 TYR TYRP1 WDR45 ZPR1 HP_GENERALIZED_HYPOPIGMENTATION_OF_HAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GENERALIZED_HYPOPIGMENTATION_OF_HAIR ABCA2 ACD AP3B1 BLOC1S3 BLOC1S5 CTC1 DKC1 DPP9 DSTYK GNPTAB IFT140 KANSL1 KITLG LPAR6 LYST MC1R MLPH MOGS MYO5A NHP2 NOP10 NPM1 OCA2 PADI3 PAH PARN PAX3 PDE4D PIGN RAB27A RMRP RTEL1 SLC17A5 SLC24A5 SLC45A2 SNRPN TAFAZZIN TERC TERT TGM3 TINF2 TP63 TYMS TYR TYRP1 UBE3A UBR1 USB1 WRAP53 HP_GENERALIZED_HYPOTONIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GENERALIZED_HYPOTONIA AARS1 ABCC8 ACACA ACAD9 ACADM ACAT2 ACTA1 ACTB ACTL6B ACTN2 ACY1 ADAM22 ADARB1 ADSL AGA AGK AIFM1 ALDH5A1 ALG1 ALG12 ALG13 ALG14 ALG2 ALG9 AMER1 AMMECR1 AMT ANK3 AP1S2 AP2M1 AP3B2 AP3D1 APC ARFGEF2 ARHGAP31 ARID2 ARL13B ARL3 ARSA ARV1 ARX ASCC1 ASXL3 ATCAY ATP1A2 ATP1A3 ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 ATXN1 ATXN10 ATXN2 AUTS2 B3GALT6 B3GAT3 B4GALT7 BCKDHA BCKDHB BCL11B BCOR BCS1L BIN1 BLTP1 BMP1 BMPER BMPR1A BOLA3 BPTF BRAF BSND BUB1B C12orf4 C2CD3 CACNA1A CACNA1B CACNA2D1 CACNA2D2 CAMK2G CANT1 CARS1 CASR CCDC115 CD59 CD96 CDC42 CDK10 CDK19 CDK8 CDKL5 CDON CELF2 CEP104 CEP290 CEP41 CHAT CHD1 CHD8 CHKB CHMP1A CHRNE CHST14 CHST3 CLCN4 CLCN6 CLCN7 CLCNKA CLCNKB CLP1 CLTC CNKSR2 CNOT1 CNOT2 CNTNAP1 CNTNAP2 COA8 COG1 COG6 COG7 COL12A1 COL13A1 COL1A1 COL1A2 COL2A1 COL6A1 COL6A2 COL6A3 COLQ COQ7 COQ9 COX10 COX4I1 COX6A2 COX6B1 CPLANE1 CPLX1 CPT1A CPT2 CRPPA CSNK2B CSPP1 CTBP1 CTU2 CUL4B CYFIP2 CYP11B2 CYP27B1 CYP2R1 DAG1 DALRD3 DBT DCHS1 DDOST DDX11 DDX3X DHCR7 DHDDS DHFR DHX16 DISP1 DLD DLL1 DMPK DNA2 DNAJC12 DNM1 DNM1L DNM2 DPAGT1 DPM1 DPM2 DST DYNC1I2 DYRK1A EBF3 EBP ECHS1 EDN1 EED EEF1A2 EFNB1 EHMT1 EIF2B1 EIF2S3 ELN ELP1 EMC1 EN1 EP300 ERCC2 ERCC3 ERF ETHE1 EXOSC3 EXOSC5 EXOSC9 EXTL3 EZH2 FAM149B1 FARSA FARSB FASTKD2 FBXO11 FBXO28 FBXW11 FDX2 FGF12 FGF13 FGF8 FGFRL1 FH FKRP FKTN FLAD1 FLCN FLNA FLVCR1 FMN2 FOXG1 FOXH1 FOXP1 FZR1 GABBR2 GABRA2 GABRA5 GABRB2 GABRB3 GABRG2 GALE GALNT2 GAN GARS1 GAS1 GBE1 GCDH GCH1 GFAP GFPT1 GLB1 GLDC GLE1 GLI2 GLRX5 GLUL GM2A GMPPA GMPPB GNAI3 GNAO1 GNB1 GNB2 GNE GNPAT GNPTAB GPAA1 GPHN GPX4 GRID2 GRIK2 GRIN2B GRIN2D GTF2E2 GTF2H5 HACE1 HADH HADHA HCN1 HDAC8 HECW2 HERC2 HEXA HLCS HNRNPU HSD17B10 HTRA2 HUWE1 IDH1 IFIH1 IFT81 INPP5E INPPL1 IQSEC1 IQSEC2 ISCA2 ITCH ITPR1 KANSL1 KAT6A KAT6B KATNIP KBTBD13 KCNA2 KCNB1 KCNC3 KCNH1 KCNJ10 KCNK9 KCNMA1 KCNN3 KCNT1 KDM1A KDM3B KDM6A KIAA0586 KIAA0753 KIF14 KIF1A KIF22 KIF7 KLHL41 KMT2C KMT2E LAMA1 LARGE1 LARS1 LETM1 LIAS LIFR LMBRD1 LMOD3 LONP1 LRPPRC LRRC32 LYRM7 MAG MAGEL2 MAMLD1 MAN2B1 MANBA MAPK1 MAPRE2 MARS2 MAST1 MBOAT7 MCCC1 MCCC2 MCOLN1 MED12 MED12L MED13L METTL5 MGAT2 MICOS13 MKRN3 MKS1 MLXIPL MLYCD MMAA MMAB MMACHC MMADHC MMUT MN1 MOGS MORC2 MPC1 MPI MPLKIP MRE11 MRPS14 MRPS22 MRPS28 MSL3 MSTO1 MT-TE MT-TN MT-TS1 MTM1 MTMR14 MTOR MTR MTX2 MVK MYF6 MYH2 MYH7 MYL2 MYMK MYO18B MYO5A MYOD1 MYPN NAA10 NAA20 NAGA NANS NARS1 NARS2 NAT8L NDUFA1 NDUFA11 NDUFA12 NDUFA6 NDUFAF4 NDUFAF5 NDUFB8 NDUFS1 NDUFS2 NDUFS3 NDUFS7 NDUFV2 NEB NECAP1 NEMF NEPRO NEU1 NKX2-1 NKX6-2 NODAL NONO NOVA2 NPAP1 NPC1 NPHP1 NRAS NRXN1 NSD2 NSDHL NTRK2 NUP214 NUS1 ODC1 OFD1 OPHN1 OSTM1 OTUD6B OTX2 P4HTM PACS1 PACS2 PAK1 PARS2 PAX7 PBX1 PCBD1 PDE6D PDHA1 PDHB PDP1 PET100 PEX1 PEX12 PEX14 PEX16 PEX2 PEX3 PEX5 PEX6 PGM3 PHF21A PHF6 PIEZO2 PIGB PIGG PIGH PIGK PIGN PIGS PIGT PIGV PIK3CA PLA2G6 PLCB4 PLCH1 PLEKHG2 PLG PMP22 PMPCA PNP PNPLA2 PNPT1 POC1A POGZ POLG POLG2 POLR2A POLR3A POMGNT1 POMT1 POMT2 POU3F3 PPP1CB PPP2R5D PPP3CA PPT1 PRDM13 PRDX1 PRF1 PRKCG PRKD1 PRNP PRODH PSAP PTCH1 PTCHD1 PTDSS1 PTEN PUF60 PUM1 PUS1 PUS3 PUS7 PWAR1 PWRN1 RAI1 RARS2 RBM10 RERE RET RETREG1 RLIM RMND1 RNASEH2C RNF113A RNF13 RNU4ATAC ROBO3 RORA RPGRIP1L RPL10 RPS23 RRM2B RSPRY1 RYR1 SC5D SCN1B SCN3A SCN4A SCN8A SCN9A SCO1 SDHA SDHAF1 SDHB SDHD SELENON SERAC1 SERPINH1 SETD1A SETD2 SGPL1 SHANK3 SHH SHOC2 SIX3 SIX6 SKI SLC12A2 SLC13A3 SLC13A5 SLC17A5 SLC18A2 SLC1A2 SLC1A3 SLC22A5 SLC25A10 SLC25A15 SLC25A20 SLC25A24 SLC25A26 SLC25A4 SLC25A42 SLC25A46 SLC2A10 SLC35A1 SLC35A3 SLC35C1 SLC38A3 SLC45A1 SLC46A1 SLC52A2 SLC9A6 SLC9A7 SMC1A SMN1 SMS SNORD115-1 SNORD116-1 SNRPN SOX2 SOX4 SOX5 SPART SPEG SPTAN1 SPTBN4 SSR4 STAG2 STAMBP STIL STRA6 STRADA STT3A STT3B SUOX SUPT16H SURF1 SUZ12 SYNE1 SYNGAP1 SYNJ1 SZT2 TAF1 TANC2 TANGO2 TARS1 TASP1 TBC1D20 TBC1D23 TBC1D24 TBCE TBR1 TCTN3 TDGF1 TDP2 TECPR2 TET3 TGFB1 TGIF1 TH TIMM50 TK2 TLK2 TMEM199 TMEM216 TMEM237 TMEM63A TMEM67 TMEM70 TMEM94 TNFRSF11A TOGARAM1 TOPORS TOR1A TPI1 TPM2 TPM3 TRAK1 TRAPPC11 TRIP4 TRIT1 TRMU TRNT1 TRPS1 TSFM TSPOAP1 TTN TUBA1A TUBB2A TWNK TXN2 UBA1 UBA5 UBE3A UBE3B UBR1 UFM1 UGDH UNC80 USP18 USP7 USP9X VARS1 VDR VIPAS39 VLDLR VPS13B VPS33B VPS51 WAC WASF1 WASHC5 WNK1 WWOX YIF1B YWHAG ZBTB18 ZC4H2 ZEB2 ZIC2 ZNF462 ZNHIT3 HP_GENERALIZED_ICHTHYOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GENERALIZED_ICHTHYOSIS LORICRIN NIPAL4 PHGDH PNPLA1 SLC27A4 HP_GENERALIZED_JOINT_LAXITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GENERALIZED_JOINT_LAXITY AEBP1 AP4B1 AP4E1 AP4M1 AP4S1 ATP6V0A2 ATP6V1A ATP6V1E1 C1R CHD7 CHST14 COL1A1 COL2A1 COL5A1 COL5A2 COMP DSE DUSP6 FGF17 FGF8 FGFR1 FGFR3 GNRH1 GNRHR HS6ST1 IPO8 KIF22 KISS1 KISS1R LONP1 MCTP2 MED12 MSTO1 NHLH2 NSMF PHIP PLOD1 PROK2 PROKR2 PUF60 SATB2 SERPINH1 SPRY4 TAC3 TACR3 TDO2 TONSL WDR11 HP_GENERALIZED_LIMB_MUSCLE_ATROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GENERALIZED_LIMB_MUSCLE_ATROPHY ACTA1 CARS1 DARS2 GMPPB KBTBD13 KLHL41 MEGF10 MYH7 MYPN NEB PNPLA2 PNPLA6 PUS1 SCO2 SCYL1 SGCD SPG11 TPM2 TPM3 YARS2 HP_GENERALIZED_LIPODYSTROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GENERALIZED_LIPODYSTROPHY BSCL2 CAV1 FBN1 KCNJ6 LMNA MTX2 PSMG2 ZMPSTE24 HP_GENERALIZED_LYMPHADENOPATHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GENERALIZED_LYMPHADENOPATHY DCLRE1C HLA-DRB1 IFIH1 IFNGR1 LRBA NFATC2 PRKCD RAC2 RNF168 TNFRSF9 HP_GENERALIZED_MUSCLE_WEAKNESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GENERALIZED_MUSCLE_WEAKNESS AARS2 ABCB6 ACAD9 ACTA1 ACY1 ADCY5 AGK AGRN AIFM1 ANG ANXA11 ATP13A2 ATXN2 BAG3 CAPN3 CAVIN1 CCND1 CCNF CFAP410 CHAT CHCHD10 CHMP2B CHRNA1 CHRND CLCNKB COA8 COL12A1 COL13A1 COL6A1 COL6A2 COL6A3 COLQ CRPPA DAO DCTN1 DMD DNAJB6 DSE EPHA4 ERBB4 EXOSC9 FGF23 FIG4 FKRP FKTN FUS FXYD2 GAA GLE1 GLT8D1 HACD1 HADHA HADHB HNRNPA1 HTT IBA57 ITGA7 KCNJ1 KLHL41 LAMB2 LDB3 LMOD3 MAP3K20 MATR3 MEGF10 MEN1 MORC2 MTM1 MUSK MYH2 MYH7 MYL1 MYL2 MYO9A NEB NEFH NEK1 OPTN ORAI1 PFN1 PIGN PLA2G6 PLEC PLOD1 PNKD POLG POMGNT1 POMT1 POMT2 PON1 PON2 PON3 PPARGC1A PRPH PRRT2 RANBP2 RAPSN RNU12 RYR1 SCN4A SDHA SDHAF1 SDHB SDHD SELENON SLC12A1 SLC12A3 SLC16A2 SLC18A3 SLC25A1 SLC25A4 SLC2A3 SLC52A3 SLC5A7 SNAP25 SOD1 SPTLC1 SQSTM1 SYT2 TAF15 TARDBP TBK1 TK2 TPM2 TPM3 TREM2 TTN TWNK UBA1 UBQLN2 UNC13A VAMP1 VAPB VCP YY1 HP_GENERALIZED_MYOCLONIC_ATONIC_SEIZURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GENERALIZED_MYOCLONIC_ATONIC_SEIZURE AP2M1 CAMTA1 CHD2 MED13 NEXMIF OGDHL SCN1A SLC2A1 SLC6A1 SYNGAP1 HP_GENERALIZED_MYOCLONIC_SEIZURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GENERALIZED_MYOCLONIC_SEIZURE ABCC8 ADGRG1 ADGRV1 AFG3L2 ALDH5A1 ALDH7A1 AP2M1 APC2 ARX ASAH1 BRAT1 BTD BUB1B CACNA1A CARS2 CDKL5 CHD2 CILK1 CLCN2 CLN8 CPLX1 CUX2 DHDDS DHFR DNM1 DNM1L DPAGT1 DPM1 DPM2 DYRK1A EFHC1 ELOVL4 EPM2A GABBR2 GABRA1 GABRB3 GABRD GABRG2 GALC GAMT GBA1 GCK GLB1 GPHN GRIN1 GRN HACE1 HCN1 HYMAI IER3IP1 INS KCNJ11 KCNT2 KCTD7 KNSTRN LMNB2 LNPK MAPK10 MBOAT7 MECP2 MFSD8 MT-ATP6 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-RNR1 MT-TF MT-TH MT-TI MT-TK MT-TL1 MT-TP MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTHFR NDE1 NDUFA1 NEU1 NEXMIF NGLY1 NHLRC1 NSD1 NTNG1 NUS1 OPHN1 PAFAH1B1 PCDH12 PCDH19 PDX1 PHGDH PIGA PIGT PIK3CD PLAGL1 PRDM8 PRICKLE1 PSAP PTEN PTRH2 SAMD12 SCN1A SCN1B SCN2A SCN9A SDHA SDHAF1 SDHB SDHD SEPSECS SETD2 SIK1 SLC12A5 SLC25A15 SLC25A22 SLC2A1 SLC38A3 SLC6A1 SMC1A SMS SPATA5 STAT3 STX1B STXBP1 SYNGAP1 TANGO2 TBC1D24 TRAPPC9 TRIT1 TSEN15 TSEN2 TSEN34 TSEN54 HP_GENERALIZED_NEONATAL_HYPOTONIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GENERALIZED_NEONATAL_HYPOTONIA ADNP ATP2B3 BPTF COG4 EEF1A2 FIG4 GDAP1 MECP2 MED12 MT-TT MTHFR PEX10 PEX12 PEX16 PEX26 PEX3 PEX6 PSMD12 SUCLG1 SYNE1 TBC1D24 VAC14 HP_GENERALIZED_NON_CONVULSIVE_STATUS_EPILEPTICUS_WITHOUT_COMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GENERALIZED_NON_CONVULSIVE_STATUS_EPILEPTICUS_WITHOUT_COMA ADGRV1 CDKN1A CDKN1B CDKN2B CDKN2C DNM1 GABRD GABRG2 HCN1 MEN1 POLG SCN1A SCN1B SCN2A SCN9A STX1B HP_GENERALIZED_ONSET_MOTOR_SEIZURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GENERALIZED_ONSET_MOTOR_SEIZURE ABCC8 ACSF3 ADGRG1 ADGRV1 AFG3L2 ALDH5A1 ALDH7A1 AP2M1 APC2 ARHGEF9 ARX ASAH1 BRAT1 BTD BUB1B CACNA1A CACNB4 CAMTA1 CARS2 CASK CDKL5 CHD2 CILK1 CLCN2 CLN8 COG2 COQ5 COQ8A COX8A CPLX1 CUX2 DHDDS DHFR DMXL2 DNM1 DNM1L DOCK7 DPAGT1 DPM1 DPM2 DYRK1A EEF1A2 EFHC1 ELOVL4 EPM2A EXOC8 GABBR2 GABRA1 GABRA5 GABRB3 GABRD GABRG2 GAD1 GALC GAMT GBA1 GCK GLB1 GNAO1 GNB1 GPHN GRIN1 GRIN2A GRM7 GRN HACE1 HCN1 HCN2 HYMAI IER3IP1 INS IREB2 JRK KARS1 KCNA1 KCNJ11 KCNMA1 KCNQ2 KCNQ3 KCNT1 KCNT2 KCTD7 KNSTRN LMNB2 LNPK MAPK10 MAST3 MBOAT7 MDH2 MECP2 MED13 MFSD8 MT-ATP6 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-RNR1 MT-TF MT-TH MT-TI MT-TK MT-TL1 MT-TP MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTHFR NARS1 NDE1 NDUFA1 NECAP1 NEU1 NEUROD2 NEXMIF NGLY1 NHLRC1 NSD1 NTNG1 NUS1 OGDHL OPHN1 PACS2 PAFAH1B1 PCDH12 PCDH19 PCYT2 PDX1 PHGDH PIGA PIGP PIGQ PIGT PIK3CD PLAGL1 PNKP PRDM8 PRICKLE1 PRRT2 PSAP PTEN PTRH2 PURA RPL10 SAMD12 SATB1 SCN1A SCN1B SCN2A SCN8A SCN9A SDHA SDHAF1 SDHB SDHD SEPSECS SETD2 SIK1 SLC12A5 SLC1A2 SLC25A15 SLC25A22 SLC2A1 SLC32A1 SLC38A3 SLC6A1 SLC6A19 SLC9A6 SMC1A SMS SPATA5 STAT3 STX1B STXBP1 SYNGAP1 TANGO2 TBC1D24 TBCD TMX2 TRAPPC9 TRIM8 TRIT1 TSEN15 TSEN2 TSEN34 TSEN54 TUBA1A UBE3A VPS50 VPS53 HP_GENERALIZED_ONSET_SEIZURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GENERALIZED_ONSET_SEIZURE AARS1 ABCC8 ACSF3 ADGRG1 ADGRV1 ADNP ADPRS ADRA2B AFF3 AFG3L2 AIFM1 ALDH4A1 ALDH5A1 ALDH7A1 ALMS1 ANO10 AP2M1 APC2 ARHGEF9 ARX ASAH1 ATAD3A ATP1A1 ATP1A3 ATXN10 AVPR2 BRAT1 BTD BUB1B CACNA1A CACNA1H CACNA2D1 CACNB4 CAMK2A CAMTA1 CARS1 CARS2 CASK CDK13 CDKL5 CEP85L CHD2 CIC CILK1 CLCN2 CLCN4 CLN5 CLN8 CLPB CNTN2 CNTNAP2 COG2 COL3A1 COQ5 COQ8A COX8A CPLX1 CSTB CTNND2 CUX2 DCX DEPDC5 DHDDS DHFR DMXL2 DNM1 DNM1L DOCK7 DOHH DPAGT1 DPM1 DPM2 DPM3 DYRK1A ECM1 EEF1A2 EFHC1 EHMT1 ELOVL4 EPM2A ERCC2 ERCC3 EXOC8 EXTL3 EZH2 FAR1 FBXO28 FGFR3 FRRS1L FTL FZR1 GABBR2 GABRA1 GABRA3 GABRA5 GABRB3 GABRD GABRG2 GAD1 GALC GAMT GATAD2B GBA1 GCK GDI1 GJA5 GJA8 GLB1 GLUD1 GNAI1 GNAO1 GNB1 GOSR2 GPAA1 GPHN GPT2 GRIN1 GRIN2A GRIN2D GRM7 GRN GTF2E2 GTF2H5 GUCY1A1 HACE1 HCN1 HCN2 HECW2 HNRNPK HNRNPU HYMAI IER3IP1 INS IREB2 JRK KANSL1 KARS1 KCNA1 KCNB1 KCNC2 KCNJ10 KCNJ11 KCNMA1 KCNQ2 KCNQ3 KCNT1 KCNT2 KCTD7 KIF4A KNSTRN KPTN LAMA2 LGI1 LMNB2 LNPK LRPPRC MAPK1 MAPK10 MAPK8IP3 MARCHF6 MAST3 MBOAT7 MDH2 MECP2 MED13 MEGF8 MFSD8 MPLKIP MT-ATP6 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-RNR1 MT-TF MT-TH MT-TI MT-TK MT-TL1 MT-TP MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTHFR MTOR MYT1L NAA10 NADK2 NARS1 NBEA NDE1 NDUFA1 NDUFA13 NECAP1 NEDD4L NEU1 NEUROD2 NEXMIF NFKB2 NGLY1 NHLRC1 NSD1 NTNG1 NTRK2 NUBPL NUS1 OGDHL OPHN1 OSTM1 PACS2 PAFAH1B1 PAK3 PCDH12 PCDH19 PCYT2 PDX1 PEX2 PGAP1 PGAP2 PHGDH PIDD1 PIGA PIGM PIGP PIGQ PIGT PIK3CD PLAA PLAGL1 PLP1 PLPBP PMM2 PNKP PPFIBP1 PPP2CA PPP3CA PRDM8 PRICKLE1 PRMT7 PRORP PRRT2 PSAP PTEN PTRH2 PURA RAB11B RARS2 RELN RFX7 RNF113A RNU4ATAC RORB RPL10 SAMD12 SATB1 SATB2 SCARB2 SCN1A SCN1B SCN2A SCN8A SCN9A SDHA SDHAF1 SDHB SDHD SEC31A SEPSECS SETBP1 SETD1B SETD2 SIK1 SLC12A5 SLC1A2 SLC1A4 SLC25A12 SLC25A15 SLC25A22 SLC2A1 SLC32A1 SLC35A3 SLC38A3 SLC6A1 SLC6A19 SLC9A6 SMARCA2 SMC1A SMPD1 SMS SON SPATA5 SPATA5L1 SRPX2 STAT3 STX1B STXBP1 SUCLA2 SYNGAP1 SZT2 TANGO2 TARS1 TBC1D24 TBCD TK2 TMX2 TRAPPC9 TREX1 TRIM8 TRIT1 TRMT10A TRPM3 TSEN15 TSEN2 TSEN34 TSEN54 TUBA1A TUBB2B TUBB3 UBE3A VPS50 VPS53 WAC WDR26 WDR62 XK YARS1 YEATS2 YWHAG ZBTB18 ZEB2 HP_GENERALIZED_OSTEOPOROSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GENERALIZED_OSTEOPOROSIS B3GAT3 CBS CCN6 CDC73 CHST3 COL1A1 COL1A2 COL2A1 GCM2 LMNA MEN1 MMP14 SATB2 SP7 STAT1 TENT5A TOM1 ZBTB20 HP_GENERALIZED_OSTEOSCLEROSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GENERALIZED_OSTEOSCLEROSIS CLCN7 CTSK DHCR24 LRP5 PHEX PLEKHM1 PTH1R SOST TCIRG1 HP_GENERALIZED_TONIC_SEIZURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GENERALIZED_TONIC_SEIZURE ADGRV1 ARHGEF9 ARX CACNA1A CACNB4 CASK CDKL5 CHD2 COG2 COQ8A CPLX1 CUX2 DMXL2 DNM1 DOCK7 DPM1 EEF1A2 GABRA1 GABRB3 GABRG2 GNAO1 GNB1 GRIN1 GRIN2A GRM7 HCN2 KARS1 KCNA1 KCNQ2 KCNQ3 KCNT1 MAPK10 MDH2 NECAP1 NEUROD2 PACS2 PAFAH1B1 PCDH19 PIGP PIGQ PIGT PNKP PRRT2 RPL10 SATB1 SCN1A SCN1B SCN2A SCN8A SCN9A SIK1 SLC1A2 SLC25A22 SLC32A1 SLC6A19 STXBP1 TANGO2 TBCD TRIM8 TUBA1A VPS50 HP_GENERALIZED_WEAKNESS_OF_LIMB_MUSCLES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GENERALIZED_WEAKNESS_OF_LIMB_MUSCLES ALG14 ALG2 DPAGT1 GFPT1 GMPPB HP_GENETIC_ANTICIPATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GENETIC_ANTICIPATION ATN1 ATXN1 ATXN10 ATXN2 ATXN3 ATXN7 CACNA1A SPAST TERT HP_GENITAL_NEOPLASM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GENITAL_NEOPLASM AAGAB AKT1 APC APC2 AR AURKA AXIN2 BARD1 BAX BCL10 BMPR1A BRAF BRCA1 BRCA2 BRIP1 BUB1 BUB1B BUB3 CCND1 CDC73 CDH1 CDKN1B CDKN1C CDKN2A CEP57 CHEK2 COL14A1 COL4A5 COL4A6 COQ6 CREBBP CTNNB1 CYP11B1 DCC DHH DHX37 DICER1 DLC1 DMRT3 DOCK8 EP300 EPCAM EPHB2 ERBB2 EWSR1 FAN1 FGFR2 FGFR3 FH FLCN FLI1 FOXE1 GATA4 GREM1 HNF1B IDH1 IDH2 IGF2 KANSL1 KCNQ1 KCNQ1OT1 KEAP1 KIT KLF6 KLLN KRAS LMNA LZTR1 MAD1L1 MAP3K1 MBD4 MC2R MCC MDM2 MLH1 MLH3 MNX1 MRAP MRE11 MSH2 MSH3 MSH6 MXI1 NAB2 NBN NF2 NNT NR0B1 NR5A1 NRAS NSD1 NTHL1 OPCML PALB2 PALLD PAX6 PDE11A PDGFRL PIK3CA PLA2G2A PMS1 PMS2 POLD1 POLE PRKAR1A PRKN PTCH1 PTEN PTPN12 PTPRJ RABL3 RAD50 RAD51 RAD51C RAD51D RAD54B RELA RNASEL RNF43 RPS20 SDHB SDHC SDHD SEC23B SEMA4A SETBP1 SETD2 SLC6A17 SMAD4 SMARCB1 SOX9 SPRED1 SRC SRY STAG3 STAR STAT6 STK11 STS TGFBR2 TLR2 TP53 TRIP13 TXNRD2 USF3 VAMP7 VHL WNT10A WRN WT1 WWOX ZFHX3 ZFPM2 ZFTA HP_GENITAL_TRACT_ATRESIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GENITAL_TRACT_ATRESIA ARL6 BBS1 BBS12 CCDC28B DYNC2LI1 FGFR2 FRAS1 FREM1 FREM2 GATA3 GRIP1 ITGA8 KIF14 MKKS POR RSPO2 WNT3 WT1 HP_GENU_VALGUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GENU_VALGUM ACAN ACTA1 ADNP ARSB ARSK ATP7A ATRX B3GALT6 B3GAT3 BAZ1B BCL7B BCOR BPNT2 BRAF BRF1 BUD23 CAMK2A CBFB CBS CCN6 CENPT CFL2 CHST3 CLCN7 CLIP2 COG5 COL10A1 COL11A1 COL1A2 COL2A1 COL9A1 COL9A2 COL9A3 COMP CSGALNACT1 CTC1 CTNS CYP19A1 DNAJC30 DYM DYNC2LI1 EIF2AK3 EIF4H ELN ENPP1 EVC EVC2 EXT1 EXT2 FBN1 FKBP6 FLNA FN1 GALNS GAN GLB1 GLI1 GNPTG GTF2I GTF2IRD1 GTF2IRD2 GUSB H3-3B HBB HEATR3 HERC2 HS2ST1 HS6ST1 HSPG2 IARS2 IDUA IFIH1 IFT172 IFT57 IL6ST IPO8 KAT6A KIF22 KIF7 KLHL41 KRAS LBR LIFR LIMK1 LMOD3 LONP1 MAGEL2 MAN2B1 MAP2K1 MAP2K2 MAPK8IP3 MATN3 MCTP2 MEGF8 METTL27 MKRN3 MLXIPL MMP13 MPZ MTX2 NCF1 NDUFAF6 NEB NEPRO NF1 NKX3-2 NOTCH2 NPAP1 NSD1 OCRL ORC1 P4HTM PEPD PHEX PMP22 PRKACA PRKACB PRKG2 PUS3 PWAR1 PWRN1 RAB23 RAB33B RAD21 RFC2 RPGRIP1L RSPRY1 RUNX2 SERPINH1 SF3B2 SFRP4 SHOX SKI SLC10A7 SLC26A2 SNORD115-1 SNORD116-1 SPART SPTBN1 STX1A TBC1D7 TBL2 TFE3 TGDS TGFB1 TMEM270 TNFSF11 TONSL TPM2 TRPS1 TRPV4 TUBB3 UGP2 VDR VPS13B VPS37D ZBTB20 ZEB2 ZNF699 ZPR1 HP_GENU_VARUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GENU_VARUM ACAN ACTA1 ANAPC1 BGN CANT1 CCN6 CFL2 COL10A1 COL2A1 COL9A1 COL9A2 COL9A3 COMP CYP27B1 CYP2R1 CYP3A4 DDRGK1 DMP1 DYM EFL1 ENPP1 FGFR3 FN1 HPGD IDH1 IHH KAT6A KIF22 KLHL41 LMOD3 LTBP1 MATN3 MMP13 MMP9 NEB NKX3-2 ORC1 ORC6 PHEX POLR3A POLRMT PRKG2 RAB23 RBM8A RECQL4 RMRP RPL13 SHOX SLCO2A1 TCTN3 TONSL TPM2 TRIP11 TRPV4 UFSP2 VDR WDR62 XYLT1 HP_GEOGRAPHIC_ATROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GEOGRAPHIC_ATROPHY APOE CFHR1 CFHR3 HGSNAT HMCN1 IMPDH1 NMNAT1 HP_GERMINOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GERMINOMA AKT1 CDH1 CTNNB1 DHH DICER1 ERBB2 FGFR2 IGF2 KEAP1 MAP3K1 OPCML PIK3CA PRKN STS HP_GERM_CELL_NEOPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GERM_CELL_NEOPLASIA AKT1 APC2 AR BCL10 CDH1 CDKN1C CDKN2A CHEK2 CTNNB1 DHH DHX37 DICER1 DMRT3 ERBB2 FGFR2 FGFR3 GATA4 IGF2 KCNQ1 KCNQ1OT1 KEAP1 KIT MAP3K1 MDM2 MNX1 MSH3 NR0B1 NR5A1 NSD1 OPCML PAX6 PDE11A PIK3CA PRKAR1A PRKN RNF43 SETBP1 SETD2 SOX9 SRY STK11 STS TP53 VAMP7 WT1 WWOX ZFPM2 HP_GIANT_CELL_HEPATITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GIANT_CELL_HEPATITIS AKR1D1 AMACR HSD3B7 VIPAS39 VPS33B HP_GIANT_PLATELETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GIANT_PLATELETS ABCG8 CD36 COG1 GP1BA GP1BB GP9 ITGA2B LBR MYH9 SLC35A1 HP_GIANT_SOMATOSENSORY_EVOKED_POTENTIALS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GIANT_SOMATOSENSORY_EVOKED_POTENTIALS EPM2A MARCHF6 NHLRC1 SAMD12 SEMA6B STARD7 HP_GINGIVAL_BLEEDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GINGIVAL_BLEEDING ADAMTS2 BCOR BLOC1S3 BLOC1S5 C1R C1S CAT ELMO2 F10 F13A1 F13B F2 F5 F7 F8 FCGR2C FGA FGB FGG FIP1L1 GBA1 GP1BA GP1BB GP9 HPS1 HPS3 IFNG IL18BP IRF2BP2 ITGA2B ITGB3 JAK2 KIF23 LMAN1 LYST MCFD2 MPL MYD88 NABP1 NPM1 NUMA1 PML PRF1 PRKAR1A RACGAP1 RARA SBDS SCARB2 SERPINF2 STAT3 STAT5B TBL1XR1 TERC TERT TET2 WAS WIPF1 ZBTB16 HP_GINGIVAL_FIBROMATOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GINGIVAL_FIBROMATOSIS ABCA5 ANTXR2 ATP6V1B2 CDKN1A CDKN1B CDKN2B CDKN2C DHCR24 ELMO2 FAM20A FAM20C IFNG KCNH1 KCNMA1 KCNN3 MEN1 NOTCH3 PDGFRB REST SOS1 TSC1 TSC2 HP_GINGIVAL_OVERGROWTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GINGIVAL_OVERGROWTH ABCA5 ABCC9 ADAMTS2 ADAMTS3 AFF3 AGA AIMP2 ANTXR2 ASXL3 ATG7 ATP6V1B2 BAZ1B BCL7B BCOR BGN BUD23 C1R C1S CCBE1 CD96 CLIP2 CNTNAP1 COL3A1 DDR2 DHCR7 DNAJC30 DNM1 DVL1 DVL3 EIF4H ELN EMC1 EXTL3 FAM20A FAM20C FAT4 FBXO28 FGF3 FGFR2 FIP1L1 FKBP6 FZD2 GLB1 GNAQ GNPTAB GPC3 GPC4 GTF2I GTF2IRD1 GTF2IRD2 GUSB HIVEP2 HYMAI IDS IDUA IER3IP1 INSR IRF2BP2 KCNH1 KCNJ6 KCNK4 KCNMA1 KCNN3 KIF1A KIF7 LBR LIMK1 LMNB1 MAN2B1 MAP1B METTL27 MGAT2 MLXIPL MMP14 MMP2 MYSM1 NABP1 NCF1 NEU1 NFIX NPM1 NUMA1 NXN OSTM1 PIGA PIGN PIGS PLAGL1 PLG PML PRKAR1A PRMT7 RALGAPA1 RARA REST RFC2 RIN2 RMRP ROR2 SATB2 SC5D SH3PXD2B SLC17A5 SLC29A3 SLC35C1 SOS1 STAT3 STAT5B STX1A TBC1D24 TBC1D2B TBCK TBL1XR1 TBL2 TMCO1 TMEM270 TRIM8 TWIST2 USP9X VPS13B VPS37D WNT5A ZBTB16 ZEB2 ZNHIT3 HP_GINGIVAL_RECESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GINGIVAL_RECESSION C1R C1S COL3A1 CTSC DSP FIG4 VAC14 HP_GINGIVITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GINGIVITIS ALMS1 B4GALT7 CAT CD40LG CLPB CLTRN COL3A1 CTSC CYBA CYBB CYBC1 ELANE ELOVL4 FERMT1 GFI1 GJB2 GJB6 IL6ST IRF9 ITGB2 KRT6A LYST NCF1 NCF2 NCF4 OCRL PLEKHM1 PLG SAMD9 SLC37A4 SLC6A19 SRP19 SRP54 STAT3 TCIRG1 HP_GLANDULAR_HYPOSPADIAS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GLANDULAR_HYPOSPADIAS HOXA13 MAMLD1 MKKS MTM1 MYMK MYMX SLC31A1 SRCAP HP_GLAUCOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GLAUCOMA ABCA4 ACVR1 ADA2 ADAMTS10 ADAMTS17 ADAMTS3 ADAMTSL1 ADAR AGBL5 AGK AHI1 AHR AKT1 ALDH1A3 ANKLE2 ANKRD55 ANTXR1 ARHGEF18 ARL2BP ARL3 ARL6 ARSB ARVCF ASB10 ATOH7 ATR ATRIP B3GALNT2 B3GALT6 B3GAT3 B3GLCT B4GAT1 BAZ1B BBS1 BBS2 BCL7B BCOR BDNF BEST1 BRD4 BTNL2 BUB1 BUB1B BUB3 BUD23 CA4 CANT1 CBS CC2D2A CCBE1 CCDC22 CCDC28B CD247 CDH11 CDHR1 CENPE CENPJ CEP152 CEP57 CERKL CFAP418 CHRDL1 CHST14 CHST3 CISD2 CLIP2 CLN3 CLRN1 CNGA1 CNGB1 COL11A1 COL18A1 COL2A1 COL3A1 COL4A1 COL8A2 COMT COX7B CRB1 CREBBP CRPPA CRX CRYAA CRYBA2 CRYBB3 CSGALNACT1 CYP1B1 DAG1 DCN DHCR7 DHDDS DHX38 DNA2 DNAJC30 DPYSL5 DSE EBP EFEMP1 EIF4H ELN EP300 ESCO2 EXOSC2 EYS FAM161A FAM50A FAS FAT4 FBN1 FGF10 FGFR2 FGFR3 FKBP6 FKRP FKTN FLNA FOXC1 FOXE3 FREM2 FSCN2 FUT8 FZD4 GATA1 GJA1 GJB3 GJB4 GLIS3 GMPPB GNAQ GP1BB GRHL2 GSN GTF2I GTF2IRD1 GTF2IRD2 GUCA1B GZF1 HCCS HDAC8 HEATR3 HGSNAT HIRA HLA-DRB1 HRAS IDH3A IDH3B IDUA IFIH1 IFT140 IFT172 IFT88 IL2RA IL2RB IMPDH1 IMPG1 IMPG2 JMJD1C KCNA4 KDSR KIAA1549 KIF11 KIZ KLHL7 LARGE1 LIMK1 LMBRD2 LMX1B LOXL1 LRAT LRP5 LSM11 LTBP2 MAB21L1 MAF MAFA MAG MAK MASP1 MERTK METTL27 MFRP MLXIPL MYMK MYOC NAA10 NCAPG2 NCF1 NDP NDRG1 NDUFB11 NEK2 NF1 NFIX NHS NIPBL NLRP3 NOD2 NR2E3 NRL NTF4 NUP85 OCRL OFD1 OPTN OTX2 OVOL2 PAX6 PCARE PCNT PDE6A PDE6B PDE6G PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PIK3C2A PIK3R1 PITX2 PLK4 PLOD1 POLG2 POMGNT1 POMGNT2 POMK POMT1 POMT2 PRCD PRDM5 PROM1 PRPF3 PRPF31 PRPF4 PRPF6 PRPF8 PRPH2 PRPS1 PRR12 PRSS56 PTCH1 PTCH2 PTEN PTPN2 PTPN22 PUS1 PXDN PYCR1 RAD21 RAX RBBP8 RBP3 RDH12 RECQL4 REEP6 RFC2 RGR RHO RHOA RIGI RLBP1 RNASEH2A RNASEH2B RNASEH2C RNU4ATAC RNU7-1 ROM1 RP1 RP1L1 RP2 RP9 RPE65 RPGR RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RREB1 RRM2B RS1 RXYLT1 SAG SAMHD1 SBF2 SCAPER SEC24C SEMA4A SH3PXD2B SIX6 SKIC2 SKIC3 SLC25A4 SLC4A4 SLC7A14 SMC1A SMC3 SNRNP200 SOX2 SPATA7 SRY STAT4 STUB1 STX1A SUFU TBC1D20 TBL2 TBX1 TEK TGFB1 TIMP3 TKFC TMEM270 TMEM98 TOPORS TRAIP TREX1 TRIM44 TRIP13 TRPM3 TSR2 TTC8 TUB TULP1 TWIST1 UFD1 USH2A VCAN VPS35L VPS37D VSX1 WASHC5 WDR36 WFS1 WT1 XYLT1 YAP1 YARS2 ZEB1 ZMIZ1 ZNF408 ZNF469 ZNF513 ZSWIM6 HP_GLIOBLASTOMA_MULTIFORME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GLIOBLASTOMA_MULTIFORME APC BMPR1A BRCA2 CDKN2A CHEK2 EPCAM ERBB2 FAN1 IDH1 KRAS MDM2 MLH1 MLH3 MSH2 MSH6 PIK3CA PMS1 PMS2 RPS20 SEMA4A TGFBR2 TP53 HP_GLIOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GLIOMA APC APC2 BMPR1A BRCA2 CDKN1A CDKN1B CDKN2A CDKN2B CDKN2C CHEK2 EPCAM ERBB2 FAN1 FGFR1 IDH1 IDH2 IFNG KRAS MDM2 MEN1 MLH1 MLH3 MSH2 MSH3 MSH6 NBN NF1 NF2 NSD1 PIK3CA PMS1 PMS2 POT1 PTEN RELA RPS20 SEMA4A SETBP1 SETD2 SMO SPRED1 TGFBR2 TP53 TSC1 TSC2 ZFTA HP_GLIOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GLIOSIS ADAR ADH1C ADNP AKT3 AP4M1 ARX ATP6V1A ATXN2 ATXN3 ATXN8OS AVP BCS1L BRAT1 C9orf72 CHCHD10 CNTN2 COX15 CSF1R CYP27A1 DNAJC13 DTYMK DYRK1A EHMT1 EIF2B1 EIF4G1 ERCC6 ETFA ETFB ETFDH FARS2 FBXO7 FUS GBA1 GDAP2 GIGYF2 GLS GLUD2 GRN HSD17B4 HTT KARS1 KCNT1 KDM3B KMT2C L2HGDH LMNB1 LONP1 LRPPRC LRRK2 MAN2B1 MAPT MOCS1 MOCS2 MT-ATP6 MT-TT MTOR NARS2 NAXD NDUFS8 NGLY1 NR4A2 NUP54 NUP62 PAX2 PDHA1 PIGA PIK3CA PLA2G6 PLP1 PMPCA POLG PRKN PRNP PSEN1 RANBP2 SCO2 SERPINI1 SLC25A46 SNCA SNCAIP SQSTM1 TARDBP TBCD TBK1 TBP TFG THOC2 TLR3 TSEN54 TYROBP UBQLN2 VCP VPS35 VRK1 YY1 ZNF335 HP_GLOBAL_BRAIN_ATROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GLOBAL_BRAIN_ATROPHY ABCD1 ACTL6B AGTPBP1 AIMP1 ALG13 ALG9 ARX ASNS CAD CARS2 CHCHD10 CNPY3 COPB1 CSF1R CYB5A CYB5R3 CYLD CYP27A1 DHCR7 DOHH DPAGT1 ERCC6 FUS GABRA1 GABRG2 GFM1 GNB1 L2HGDH LYRM7 NAXE NUP214 OTUD5 PANK2 PCDH19 PIGT PLA2G6 PLP1 PNPO PRNP PSAP PUF60 PYCR2 RAB3GAP2 RNF113A SATB1 SCN1A SCN1B SCN2A SCN9A SMG9 SNCA SON SPATA5 SQSTM1 ST3GAL5 SUCLA2 TANGO2 TARDBP TBCK TBK1 TDP1 TIMM8A TPK1 TXN2 UNC80 VARS1 VCP WARS2 WDR81 HP_GLOBOZOOSPERMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GLOBOZOOSPERMIA C2CD6 CCDC62 CT55 DPY19L2 GGN SPATA16 ZPBP HP_GLOMERULAR_DEPOSITS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GLOMERULAR_DEPOSITS ARHGDIA CD151 CEP83 CFH CFHR5 COL4A3 COL4A4 COL4A5 COL7A1 DGKE FN1 GATA3 LMX1B MME MMP1 NOS1AP NUP107 RNU7-1 SPRY2 WDR19 HP_GLOMERULAR_SCLEROSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GLOMERULAR_SCLEROSIS ACTN4 ANKFY1 ANLN APOL1 ARHGAP24 ARHGDIA BSND CD2AP CLCN5 CLCNKB COL4A3 COQ2 COQ6 COQ8B CRB2 DAAM2 DLST DNMT3A ELP1 EMP2 EPAS1 FAH FH G6PC1 GAPVD1 GON7 INF2 ITGA3 ITGB4 JAG1 KIF1B KIRREL1 LAGE3 LAMA5 LMX1B MAGI2 MAX MDH2 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW MTX2 MUC1 MYO1E NAA10 NARS2 NF1 NOS1AP NPHS1 NPHS2 NUP107 NUP133 NUP160 NUP205 NUP37 NUP85 NUP93 OSGEP PAX2 PLCE1 PLEC PTPRO REN RET RNU7-1 SCARB2 SDHA SDHAF2 SDHB SDHC SDHD SEC61A1 SGPL1 SLC12A3 SLC25A11 SLC37A4 SMARCAL1 TBC1D8B TMEM127 TP53RK TPRKB TREX1 TRIM8 TRPC6 VHL VPS33A WDR19 WDR4 WDR73 WT1 HP_GLOMERULAR_SUBEPITHELIAL_DEPOSITS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GLOMERULAR_SUBEPITHELIAL_DEPOSITS ARHGDIA CD151 CEP83 CFH COL4A3 COL4A4 COL4A5 DGKE GATA3 LMX1B NOS1AP RNU7-1 WDR19 HP_GLOMERULONEPHRITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GLOMERULONEPHRITIS ACTN4 ALMS1 ANKFY1 ANLN APOL1 ARHGAP24 ARHGDIA BANK1 BLK C1QA C3 C4A C4B CASP10 CD2AP CD81 CFHR5 CFI COL4A3 COL7A1 COPA COQ8B CR2 CRB2 CTLA4 DAAM2 DGKE DNASE1 DNASE1L3 DNASE2 EMP2 ETS1 FAS FASLG FCGR2A FCGR2B FCGR3B FOXP3 GAPVD1 HLA-DRB1 IGHG1 IL10 INF2 IRAK1 IRF5 ITGAM JAK1 JAZF1 KANK2 KIAA0319L KIRREL1 LAGE3 LMNB2 LMX1B MAGI2 MECP2 MME MMP1 MYO1E NPHS1 NPHS2 NUP107 NUP133 NUP160 NUP205 NUP37 NUP85 NUP93 PAX2 PDCD1 PGM3 PLCE1 PRKCD PTPN22 PTPRO PXK RASGRP1 SLC37A4 SLC7A7 SMARCAL1 SOCS1 SOX18 SPP1 STAT4 TBC1D8B TLR7 TNFAIP3 TNFSF4 TNIP1 TREX1 TRIM8 TRPC6 UBE2L3 WDR19 WT1 ZAP70 ZNFX1 HP_GLOMERULOPATHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GLOMERULOPATHY ACSL4 AMMECR1 APOE C4A CCR1 CTLA4 DNASE1L3 ELP1 ERAP1 FAS FN1 FOXC2 GLA HLA-B HLA-DPA1 HLA-DPB1 HNF1B IFNGR1 IL10 IL12A IL12A-AS1 IL23R KCNE5 KLRC4 LMNA LMNB2 LMX1B LPIN2 MEFV MMACHC MT-TE MT-TK MT-TL1 MTRR OCRL PRTN3 PTPN22 SCARB2 STAT4 TLR4 UBAC2 WAS WIPF1 WT1 HP_GLOMUS_JUGULAR_TUMOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GLOMUS_JUGULAR_TUMOR NF1 SDHAF2 SDHB SDHC SDHD HP_GLOSSITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GLOSSITIS AMN CLTRN CUBN HLA-B HLA-DRB1 LMBRD1 MMACHC P4HA2 PTPN22 SLC39A4 SLC46A1 SLC6A19 HP_GLOSSOPTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GLOSSOPTOSIS AFF4 BTK COG1 COL11A1 COL11A2 COL2A1 EDN1 EDNRA FIG4 FLNA GNAI3 MYMK MYMX NFASC NFIX PEX16 PLCB4 POLR1B POLR1C POLR1D RBM10 RSPO2 RUNX2 SLC35B2 SNRPB SOX9 TCOF1 TGDS VAC14 HP_GLUCAGONOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GLUCAGONOMA CDKN1A CDKN1B CDKN2B CDKN2C GCGR MEN1 HP_GLUCOCORTOCOID_INSENSITIVE_PRIMARY_HYPERALDOSTERONISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GLUCOCORTOCOID_INSENSITIVE_PRIMARY_HYPERALDOSTERONISM CLCN2 KCNJ5 SCNN1A SCNN1B SCNN1G HP_GLUTARIC_ACIDURIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GLUTARIC_ACIDURIA D2HGDH ETFA ETFB ETFDH GCDH HMGCL SUGCT HP_GLYCOSURIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GLYCOSURIA ABCC8 ALDOB APPL1 ATP7B BLK CEL CLCN5 COA8 CTNS EHHADH ETFA ETFB ETFDH FAN1 GATA6 GATM GCK GYS2 HNF1A HNF1B HNF4A INS KCNJ11 KLF11 LMNA MT-TN MT-TS1 NDUFAF6 NEUROD1 NSMCE2 PAX2 PAX4 PBX1 PDX1 PIGA RRM2B SLC16A12 SLC2A2 SLC34A1 SLC5A1 SLC5A2 STAT3 SURF1 TRMT5 VIPAS39 HP_GOITER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GOITER AKT1 ALMS1 CACNA1S CDH23 CDKN1A CDKN1B CDKN2B CDKN2C DICER1 DNAH1 DUOX2 DUOXA2 EYA1 FOXE1 FOXI1 GNAS HABP2 IDH1 IDH2 IYD KCNJ10 KCNJ18 KEAP1 KLLN MAD1L1 MEN1 MINPP1 MMP14 MMP2 NKX2-1 PAX8 PDE11A PIK3CA POLG POLG2 PRKAR1A PTEN RCBTB1 RET RRM2B SASH1 SDHB SDHC SDHD SEC23B SIX1 SLC25A4 SLC26A4 SLC5A5 SUGCT TG THRB TPO TRHR TSHB TSHR TWNK USF3 HP_GONADAL_DYSGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GONADAL_DYSGENESIS AARS1 BMP15 BNC1 CARS1 DHH DHX37 DMRT3 ERCC2 ERCC3 FSHR GATA4 GTF2E2 GTF2H5 HSD17B4 MAP3K1 MINPP1 MPLKIP MRPS22 MSH4 NR0B1 NR5A1 NUP107 POLR3H PPP1R12A PPP2R3C PSMC3IP RNF113A RXYLT1 SOX9 SPIDR SRY TARS1 TOE1 TWNK VAMP7 WT1 WWOX ZFPM2 ZSWIM7 HP_GONADAL_NEOPLASM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GONADAL_NEOPLASM AKT1 APC2 AR BARD1 BCL10 BMPR1A BRCA1 BRCA2 BRIP1 CCND1 CDC73 CDH1 CDKN1B CDKN1C CDKN2A CHEK2 CREBBP CTNNB1 CYP11B1 DHH DHX37 DICER1 DMRT3 EP300 EPCAM ERBB2 EWSR1 FAN1 FGFR2 FGFR3 FLI1 FOXE1 GATA4 HNF1B IDH1 IDH2 IGF2 KANSL1 KCNQ1 KCNQ1OT1 KEAP1 KIT KRAS LMNA MAP3K1 MBD4 MC2R MDM2 MLH1 MLH3 MNX1 MRAP MRE11 MSH2 MSH3 MSH6 NBN NNT NR0B1 NR5A1 NSD1 OPCML PALB2 PALLD PAX6 PDE11A PIK3CA PMS1 PMS2 PRKAR1A PRKN PTCH1 PTEN RABL3 RAD50 RAD51 RAD51C RAD51D RELA RNF43 RPS20 SEMA4A SETBP1 SETD2 SMAD4 SOX9 SPRED1 SRY STAG3 STAR STK11 STS TGFBR2 TP53 TXNRD2 VAMP7 VHL WNT10A WRN WT1 WWOX ZFPM2 ZFTA HP_GONADOBLASTOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GONADOBLASTOMA CDKN1C DHH DHX37 DMRT3 GATA4 IGF2 KCNQ1 KCNQ1OT1 MAP3K1 NR0B1 NR5A1 PAX6 SOX9 SRY VAMP7 WT1 WWOX ZFPM2 HP_GONADOTROPIN_DEFICIENCY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GONADOTROPIN_DEFICIENCY CHD7 FGFR1 FSHB GLI3 LHX3 NKX2-1 PCSK1 POMC HP_GOUT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GOUT ANK1 APOE CLCNKB DNAJB11 EPB42 G6PC1 HNF1B HPRT1 LRP6 MUC1 PFKM PRPS1 SEC61A1 SLC12A3 SLC37A4 SLC4A1 SPTA1 SPTB UMOD HP_GOWERS_SIGN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GOWERS_SIGN ACBD5 ACTA1 ALG14 ALG2 ASAH1 ATP6V1E1 BICD2 BIN1 CAV3 CFL2 CHKB CHRNA1 CHRNE COL12A1 COL6A1 COL6A2 COL6A3 DAG1 DMD DNA2 DNAJB6 DOK7 DPAGT1 DPM3 FDX2 FKTN GATM GFPT1 GMPPB HACD1 INPP5K ITGA7 LAMA2 MICU1 MSTO1 MUSK MYPN NEFL ORAI1 PLEC PNPLA2 PNPLA8 POMGNT1 POMGNT2 POMK POMT1 PUS1 PYROXD1 RAPSN RNU12 RYR1 RYR3 SCN4A SECISBP2 SELENON SGCA SGCB SGCD SGCG SPEG SPTLC1 STAC3 SYNE1 TAFAZZIN TK2 TNNT1 TPM2 TPM3 TRAPPC11 TRIM32 TRPV4 TTN UNC45B VAPB VMA21 HP_GRANULAR_MACULAR_APPEARANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GRANULAR_MACULAR_APPEARANCE CFH CFI CHM EFEMP1 LCA5 LRAT PROM1 RPE65 SPATA7 HP_GRANULOCYTIC_HYPERPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GRANULOCYTIC_HYPERPLASIA ASXL1 CSF3R IRF8 KIT SRSF2 TET2 HP_GRANULOCYTOPENIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GRANULOCYTOPENIA AK2 ELANE RPS28 SF3B1 TAFAZZIN TET2 TLR8 UNC13D HP_GRANULOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GRANULOMA ACP5 CYBB CYBC1 DNASE2 DOCK2 IRF8 NF1 PIK3CG HP_GRANULOMATOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GRANULOMATOSIS ASAH1 CTLA4 CYBA CYBB HLA-DPA1 HLA-DPB1 NCF1 NCF2 PRTN3 PTPN22 HP_GRAVES_DISEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GRAVES_DISEASE CACNA1S CLCNKB GABRA3 KCNJ18 SLC12A3 HP_GRAY_MATTER_HETEROTOPIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GRAY_MATTER_HETEROTOPIA ADD3 ADGRL1 AKT1 AKT3 ALDH6A1 ALG11 ANKLE2 ANKRD11 APC2 ARF1 ARFGEF2 ARMC9 ASPM ASXL1 B4GAT1 BLTP1 C2CD3 CDH2 CDK5RAP2 CDK6 CENPE CENPJ CEP135 CEP152 CEP63 CEP85L CIT COL4A2 COPB2 CPLANE1 CPLX1 CRB2 CRPPA CSF1R CSGALNACT1 DCHS1 DCX DHCR7 DHX16 EML1 EPG5 ERMARD FAT4 FGFR3 FKRP FKTN FLNA FMR1 GGT1 GMPPB GPSM2 HNRNPK HYLS1 INTS8 KANSL1 KAT6B KAT8 KATNB1 KIF14 KIF2A KNL1 LAMA1 LAMB1 LMBRD2 MAN1B1 MAN2C1 MAP1B MAST1 MCM7 MCPH1 MED12 METTL5 MFSD2A MLH1 MPDZ MTOR NCAPD3 NEDD4L NRCAM NUP37 OFD1 PAFAH1B1 PDHB PEX1 PEX14 PHC1 PIK3CA PLCH1 PLK4 PMS2 POMGNT1 POMK POMT1 POMT2 PPFIBP1 PPP1R12A PRORP PTEN PYCR2 RALGAPA1 RNU4ATAC RTTN SARS1 SASS6 SLC25A24 SPEN STIL TAF13 TBC1D24 TMEM107 TMTC3 TRAPPC10 TRAPPC14 TUBA1A TUBB TUBB2B TUBG1 TUBGCP2 USP18 VPS35L WARS1 WDR62 ZEB2 ZMIZ1 ZNF292 ZSWIM6 HP_GYNECOMASTIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_GYNECOMASTIA AFF4 AIP AKT1 AKT2 ALMS1 ANOS1 AR AXL BMP6 CCDC141 CDH23 CHD7 COQ8A CPE CUL4B CYB5A CYP11A1 CYP11B1 CYP17A1 CYP19A1 CYP21A2 DCC DES DHX37 DMRT3 DUSP6 ERMARD FEZF1 FGF17 FGF8 FGFR1 FLRT3 FMR1 GATA4 GNRH1 GNRHR HDAC8 HESX1 HFE HPGD HS6ST1 HSD17B3 HSD3B2 IL17RD ITGA3 KISS1 KISS1R KLLN LAS1L LEP LEPR LHB MAP3K1 MECP2 MEN1 NDNF NHLH2 NR0B1 NR5A1 NSMF PDE11A PHF6 PIK3CA PNPLA6 POLR3A PRKAR1A PROK2 PROKR2 PSMB8 PTEN RBM28 RNF216 RSPO1 SCN4A SDHB SDHC SDHD SEC23B SEMA3A SEMA3E SH3PXD2B SLC29A3 SLCO2A1 SMC5 SMCHD1 SOX10 SOX9 SPRY4 SPTBN1 SRA1 SRY STK11 TAC3 TACR3 TCF20 TMEM53 USF3 VAMP7 WDR11 WT1 WWOX ZBTB20 ZFPM2 HP_HAIR_PULLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HAIR_PULLING EEF1A2 RFX7 SHANK3 SLC1A4 SLITRK1 VPS13A HP_HALITOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HALITOSIS CFTR MAT1A SCNN1A SCNN1B SCNN1G SELENBP1 HP_HALLUCINATIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HALLUCINATIONS ABCA7 ADGRV1 ADH1C ALAD ALDH4A1 ALDH5A1 APOL2 APOL4 APP ARSA ARSG ATP13A2 ATXN2 ATXN8OS BCKDHA BCKDHB BCS1L BMPR1A BPTF C9orf72 CACNA1A CDH2 CDH23 CEP78 CEP85L CHCHD10 CHCHD2 CHI3L1 CIB2 CISD2 CLN3 CLN5 CLN6 CLRN1 CLTRN COMT CPOX CSF1R CTSH CYP27A1 DAOA DBT DCAF17 DEPDC5 DNAJC13 DNAJC5 DNAJC6 DNM1L DNMT1 DRD3 ECM1 EIF4G1 EPCAM EPM2A ESPN FAN1 FBXO7 FIG4 FUS GBA1 GIGYF2 GLUD2 GRN HARS1 HCRT HLA-DQB1 HLA-DRB1 HMBS HTR2A HTRA1 HTRA2 HTT JPH3 KRAS LGI1 LRRK2 MAN2B1 MAPT MED12 MLH1 MLH3 MMACHC MOG MSH2 MSH6 MT-TS2 MT-TT MTHFR MYO7A NDP NHLRC1 NPRL2 NPRL3 NR4A2 OPA1 P2RY11 PARK7 PCDH15 PDGFRB PDZD7 PIK3CA PINK1 PMS1 PMS2 PODXL PPOX PPT1 PRDM8 PRKN PRNP PSAP PSEN1 PSEN2 PSMD12 PUS3 RELN RPS20 RTN4R SEMA4A SLC25A13 SLC2A3 SLC6A19 SNCA SNCAIP SNCB SON SORL1 SPART SQSTM1 SYN2 SYNJ1 TARDBP TBK1 TBP TGFBR2 TNFSF4 TOMM40 TRANK1 TREM2 TRRAP TTC19 TTR UCHL1 UPF3B USH1C USH1G USH2A VCP VPS13C VPS35 WFS1 WHRN ZDHHC9 ZNF365 HP_HALLUX_VARUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HALLUX_VARUS CHST11 FGF9 FGFR1 FGFR2 HOXA13 HP_HAMARTOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HAMARTOMA ACTB ACVR1 AKT1 APC BMPR1A CCND1 CDC73 CDKN1B CPLANE1 DIS3L2 DLST DYNC2LI1 FAM149B1 FGF3 FH GCDH GLI3 GREM1 IFNG KIAA0753 KIF1B KIF7 KLLN KRT1 KRT10 MAN2C1 MAX MDH2 MSH3 MSH6 MVK NEK9 NF1 NF2 OFD1 PDE6D PIK3CA PTCH1 PTEN RET SDHA SDHAF2 SDHB SDHC SDHD SEC23B SIX6 SLC25A11 SMAD4 SMO SOX2 SPRED1 STK11 TCTN3 TFAP2A TIAM1 TMEM127 TMEM216 TOPORS TSC1 TSC2 USF3 VHL VPS16 HP_HAMARTOMATOUS_POLYPOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HAMARTOMATOUS_POLYPOSIS AKT1 BMPR1A GREM1 KLLN MSH3 PIK3CA PTCH1 PTEN SDHB SDHC SDHD SEC23B SMAD4 STK11 USF3 HP_HAMARTOMA_OF_THE_EYE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HAMARTOMA_OF_THE_EYE AKT1 CCND1 DLST FH IFNG KIF1B KLLN KRT1 KRT10 MAX MDH2 MSH6 NF1 NF2 PIK3CA PTEN RET SDHA SDHAF2 SDHB SDHC SDHD SEC23B SLC25A11 SPRED1 TMEM127 TSC1 TSC2 USF3 VHL HP_HAMARTOMA_OF_TONGUE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HAMARTOMA_OF_TONGUE C2CD3 CEP120 CPLANE1 DDX59 DYNC2H1 EDN1 FAM149B1 GNAI3 INTU KIAA0586 KIAA0753 KIF7 MAN2C1 NEK1 OFD1 PDE6D PLCB4 TCTN3 TMEM107 TMEM216 TMEM231 TOPORS WDPCP HP_HAMMERTOE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HAMMERTOE AARS1 ADCY6 AEBP1 BCOR BMPER BSCL2 CHCHD10 CHP1 COA7 DCAF8 DHCR7 EGR2 ESCO2 FBN1 GARS1 GBF1 GDAP1 GNB4 HARS1 HSD17B4 INF2 ITPR3 KAT6A KIF1B LMNA LRSAM1 MAD1L1 MFN2 MORC2 MPV17 MPZ MYH8 NDRG1 NEFL NRCAM PDXK PEX7 PHYH PLEKHG5 PMP2 PMP22 PRX RAB7A REEP1 SACS SBF2 SH3TC2 SIGMAR1 SLC35A3 SPART SYT2 TOR1A TRPV4 VCP HP_HAMSTRING_CONTRACTURES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HAMSTRING_CONTRACTURES ABCD1 ACTA1 ANO5 CAPN3 DMD FHL1 LMNA OPA1 SELENON HP_HANDGRIP_MYOTONIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HANDGRIP_MYOTONIA ACTA1 CLCN1 CNBP HINT1 PURA SCN4A HP_HAND_APRAXIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HAND_APRAXIA CDKL5 GABBR2 MECP2 NTNG1 PLP1 SMC1A HP_HAND_CLENCHING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HAND_CLENCHING ASXL3 ATP6V1E1 BCOR BICD2 BLTP1 CDK5 CNTNAP1 DST FLNB GLE1 GNB1 GRIK2 GTPBP2 HNRNPH1 KCNA1 KIDINS220 L1CAM MAPT MOGS MYOD1 NEB SCYL2 SLC6A9 SMG9 SYNE1 TBR1 TOR1A TPM2 WDR73 WWOX HP_HAND_MUSCLE_ATROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HAND_MUSCLE_ATROPHY ACTA1 ALS2 BSCL2 CAV3 CHCHD10 CHRNA1 COMP DCTN1 DYSF FLNC FXN GARS1 GBF1 GDAP1 HARS1 HINT1 HSPB3 IDUA ITPR3 JAG1 KANSL1 KIF1A KLHL9 LDB3 LMNA MARS1 MORC2 MPZ NEB NEFL NGLY1 PDK3 PLOD3 PMP22 PRX REEP1 RYR1 SLC12A6 SLC25A21 SLC39A13 SLC52A3 SLC5A6 SPG11 SPTLC1 SQSTM1 SVBP TFG TIA1 TIMM8A TRIM2 TRPV4 VCP HP_HAND_MUSCLE_WEAKNESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HAND_MUSCLE_WEAKNESS AGRN AK9 BICD2 BSCL2 CADM3 CAV3 CHRNA1 CHRNB1 CHRND CHRNE COL13A1 COLQ DCTN1 DOK7 DYSF FLNC GARS1 GDAP1 GJB1 GNE GYG1 HARS1 HINT1 HSPB3 LAMB2 LDB3 LMNA LRP4 MARS1 MATR3 MFN2 MORC2 MUSK MYH7 NEB NEFL PDK3 PMP22 PNPLA2 POLG RAPSN REEP1 SBF2 SCN4A SQSTM1 TIA1 TK2 TTN YARS1 HP_HAND_OLIGODACTYLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HAND_OLIGODACTYLY BHLHA9 CHD7 COL25A1 DLX5 ESCO2 KIF21A NIPBL PHOX2A PORCN RECQL4 RPL26 SF3B4 SMOC1 TUBA1A TUBB2B TUBB3 WNT10B WNT7A HP_HAND_POLYDACTYLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HAND_POLYDACTYLY ABCA12 ACOX1 AHI1 AKT3 ALX3 ARL13B ARL3 ARL6 ARMC9 ARVCF B9D1 B9D2 BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BHLHA9 BLM BMPR1B C2CD3 CBY1 CC2D2A CCDC22 CCDC28B CCND2 CD96 CDC45 CEP104 CEP120 CEP19 CEP290 CEP41 CFAP418 CHD7 CHN1 CHSY1 CIBAR1 COMT CPLANE1 CPLX1 CSPP1 CTBP1 DACT1 DDX59 DEAF1 DHCR7 DPYSL5 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLT2B EBP EFNB1 EFTUD2 EVC EVC2 EXTL3 FAM149B1 FANCB FANCD2 FGFR2 FGFRL1 FLI1 FLII FLNA GDF5 GJA1 GLI1 GLI2 GLI3 GP1BB GPC3 GPC4 HEATR3 HEPACAM HESX1 HIRA HOXA13 HOXD13 HYLS1 IFT140 IFT172 IFT27 IFT74 IFT80 INPP5E IQCE IQSEC2 JMJD1C KATNIP KIAA0586 KIAA0753 KIAA0825 KIF7 LBR LETM1 LHX3 LHX4 LMBR1 LZTFL1 MAFB MAP3K20 MBTPS2 MEGF8 MKKS MKS1 NEK1 NELFA NPHP1 NSD2 OFD1 OTUD5 PDE6D PHF8 PIBF1 PIGG PIK3CA PIK3R2 PLAA PNPLA6 PORCN POU1F1 PRKACA PRKACB PROP1 PTEN PUF60 RAB23 RAI1 RBM10 RPGRIP1 RPGRIP1L RREB1 SALL1 SALL4 SC5D SCAPER SCLT1 SCNM1 SDCCAG8 SEC24C SETBP1 SH2B1 SHH SMO SMOC1 SUFU TBX1 TBX3 TCTN1 TCTN2 TCTN3 TFAP2A TFAP2B TGFBR1 TMCO1 TMEM107 TMEM138 TMEM216 TMEM218 TMEM231 TMEM237 TMEM67 TOGARAM1 TOPORS TRIM32 TTC21B TTC8 TWIST1 TXNDC15 UFD1 VPS35L WASHC5 WDPCP WDR19 WDR35 WNT7A ZIC3 ZNF141 ZNF423 ZNF699 HP_HAND_TREMOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HAND_TREMOR AARS2 ABCB6 ADRA2B ANO3 ATP7B CAMTA1 CNTN2 CTNND2 DRD3 ERLIN2 FGF14 GBA2 GCK GJB1 KCNN2 MARCHF6 MARS1 MFN2 NEFL NGF NOP56 PDGFB PDK3 PHIP PLA2G6 PMP2 POLG RAB3GAP2 SAMD12 SLC6A17 SMN1 SMN2 SPTLC1 STUB1 TAF1 TBC1D24 TFG TOR1A TRAPPC6B TSHR VRK1 YEATS2 ZFR ZFYVE26 HP_HAPPY_DEMEANOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HAPPY_DEMEANOR ADNP ADSL ASXL1 ATP10A DYRK1A GRIK2 HDAC8 OCA2 PRKAR1B RAB11B SATB2 SLC9A6 SNRPN TASP1 TBC1D23 TCF4 UBE3A WDR26 ZEB2 ZSWIM6 HP_HASHIMOTO_THYROIDITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HASHIMOTO_THYROIDITIS ADA2 C1S CDKN1B CLCNKB CTLA4 DCLRE1C FOXD3 IL18BP ITCH PI4KA PLCG2 POLG PTEN SEC23B SLC12A3 TBX2 TTC7A HP_HEADACHE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HEADACHE ACP5 ACSF3 ACTA1 ACTN4 ACVRL1 ADA2 ADAMTS3 ADAMTSL1 ADAR ADRA2B AIP AKT1 ALPK1 ALX4 AMACR AMER1 ANKFY1 ANLN AP2S1 APC APOL1 APP ARHGAP24 ARHGDIA ASXL1 ATP1A2 ATP1A3 ATRX BAP1 BCAT2 BMPR1A BRAF C4A CACNA1A CACNA1D CASP10 CCM2 CCND1 CCR1 CD2AP CD46 CDC73 CDH23 CDKN1A CDKN1B CDKN2B CDKN2C CFH CFI CLCN2 CLCNKB CLTRN CNNM2 CNTN2 COL1A1 COL3A1 COL4A1 COL4A3 COL5A1 COL5A2 COPB1 COQ8B CORIN CPT2 CRB2 CSNK1D CTLA4 CTNNB1 CTNND2 CYB5R3 CYP11B1 CYP11B2 DAAM2 DEPDC5 DKK1 DLST DNAI1 DNM1L DNMT3A EDNRA ELANE EMP2 ENG EPAS1 EPCAM EPHB4 EPM2A EPOR ERAP1 ERF ESR1 F8 FAN1 FARSB FAS FASLG FGFR2 FGFR3 FH FLI1 FLT1 FRMD5 GABRG2 GAPVD1 GATA2 GBA1 GCDH GDF2 GNB2 GP1BA GP1BB GP9 GPR101 GRIN2A HACD1 HELLPAR HLA-B HLA-DPA1 HLA-DPB1 HLA-DRB1 HTR1A HTRA1 IFIH1 IFNGR1 IL10 IL12A IL12A-AS1 IL12B IL23R INF2 IRAK1 IRF3 ITGA7 JAG1 JAK2 KCNA1 KCNJ5 KCNK18 KCNQ2 KIF1B KIF23 KIT KL KLRC4 KRAS KRIT1 KYNU LGI1 LIG3 LPIN2 LRP5 LSM11 MAGI2 MAOA MAP3K20 MARCHF6 MAX MDH2 MECR MEFV MEN1 MLH1 MLH3 MLX MPL MRPS2 MSH2 MSH6 MSX2 MT-ATP6 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TC MT-TF MT-TH MT-TK MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTHFR MVK MYD88 MYL2 MYO1E MYORG NAGS NDP NF1 NF2 NFE2L2 NFIX NHLRC1 NLRP12 NLRP3 NOP56 NOTCH2 NOTCH3 NPHS1 NPHS2 NPPA NR3C1 NUP107 NUP133 NUP160 NUP205 NUP37 NUP85 NUP93 OPA1 P4HA2 PAX2 PDCD10 PDGFB PDGFRB PEX11B PGK1 PIGA PIGT PIK3CA PLCE1 PMS1 PMS2 POLG POLG2 PRKCD PRORP PRRT2 PRTN3 PTEN PTPN22 PTPRO RACGAP1 RASA1 RASGRP1 RELA RELN RET RNASEH1 RNASEH2A RNASEH2B RNASEH2C RNF168 RNU7-1 RPS20 RRM2B RYR1 SAMD12 SAMHD1 SAT1 SCN1A SCN2A SCN5A SDHA SDHAF2 SDHB SDHC SDHD SELENON SEMA4A SH2B1 SH2B3 SLC12A3 SLC19A2 SLC1A3 SLC25A11 SLC25A4 SLC2A1 SLC39A14 SLC6A19 SMAD3 SMAD4 SMARCAL1 SMARCB1 SMARCE1 SMO SOST SPOP SPP1 SQOR SRPX2 SRSF2 STARD7 STAT4 STIM1 STOX1 SUFU TBC1D8B TBK1 TERT TET2 TGFB1 TGFBR2 THPO TICAM1 TLR3 TLR4 TLR7 TMEM127 TNF TNFRSF11A TNFRSF1A TP53 TPM2 TPM3 TRAF3 TRAF7 TRANK1 TREX1 TRPC6 TTR TWIST1 TWNK UBAC2 UNC93B1 USP48 USP8 VANGL1 VHL VSX1 WT1 YEATS2 ZFHX2 ZFTA HP_HEAD_BANGING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HEAD_BANGING DPAGT1 KAT5 MAPK1 PIGF RAI1 SNRPN SVBP TAOK1 VPS13A HP_HEAD_TITUBATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HEAD_TITUBATION AARS1 ALS2 EIF2AK2 FUS GJC2 HIBCH HSPD1 KARS1 KIF1C LAMA1 LMNB1 NKX6-2 PI4KA PLP1 RNU12 SIGMAR1 SPG11 SPTBN1 SPTLC1 TMEM63A UCHL1 VPS13A HP_HEAD_TREMOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HEAD_TREMOR AARS1 AFG3L2 ALS2 ANO3 CACNA1G CEP104 CIZ1 DNMT1 EIF2AK2 FUS GBA2 GJC2 HIBCH HSPD1 IFRD1 ITPR1 KARS1 KCNN2 KIF1C LAMA1 LMNB1 NEFL NKX6-2 NOP56 NOTCH2NLC NPTX1 PEX6 PI4KA PIK3R5 PLP1 PPP2R2B RNU12 SCP2 SETX SH3TC2 SIGMAR1 SPG11 SPTBN1 SPTLC1 STUB1 TMEM63A TRIM8 UCHL1 VPS13A HP_HEARING_ABNORMALITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HEARING_ABNORMALITY AAAS AARS1 ABCA12 ABCA4 ABCB6 ABCC1 ABCC6 ABCC8 ABCC9 ABCD1 ABHD12 ABHD5 ACO2 ACOX1 ACSL4 ACTB ACTC1 ACTG1 ACTN2 ACVR1 ACY1 ADAMTS3 ADAMTSL1 ADAT3 ADCY1 ADGRG1 ADGRV1 ADK ADPRS AFF4 AGBL5 AGO2 AGRN AHDC1 AHI1 AHR AHSG AIFM1 AIPL1 AK2 AKAP9 AKT1 ALAD ALDH18A1 ALG11 ALG12 ALG2 ALG3 ALMS1 ALOX12B ALOXE3 ALX1 ALX3 AMER1 AMMECR1 ANAPC7 ANK2 ANKH ANKRD1 ANKRD11 ANOS1 ANTXR1 AP1B1 AP1S1 AP1S2 AP3D1 APC APC2 ARHGAP29 ARHGDIA ARHGEF18 ARHGEF38 ARID1A ARID1B ARID2 ARL2BP ARL3 ARL6 ARNT2 ARSA ARSB ARSG ARSL ARVCF ARX ASAH1 ASCL1 ASH1L ASPA ASPM ATG7 ATL1 ATL3 ATN1 ATOH1 ATP11A ATP1A2 ATP1A3 ATP2B2 ATP5F1A ATP5F1D ATP5F1E ATP5MK ATP6AP1 ATP6V0A4 ATP6V1B1 ATP6V1B2 ATP7A ATP8B1 ATPAF1 ATPAF2 ATRX B3GALT6 B3GLCT BAG3 BAG5 BAP1 BAZ1B BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCAP31 BCL7B BCOR BCR BCS1L BDNF BDP1 BEAN1 BEST1 BICRA BMP1 BMP15 BMP2 BMP4 BNC1 BPNT2 BPTF BRAF BRCA1 BRCA2 BRD4 BRIP1 BSND BTD BTK BTRC BUB1 BUB1B BUB3 BUD23 C1QBP CA2 CA4 CABP2 CACNA1A CACNA1B CACNA1C CACNA1D CACNA1I CALM1 CALM2 CALM3 CAP2 CARS1 CARS2 CASK CASZ1 CAT CATSPER2 CAV1 CAV3 CBFB CBL CC2D2A CCBE1 CCDC103 CCDC134 CCDC141 CCDC28B CCDC39 CCDC40 CCDC50 CCDC65 CCND1 CCNO CD109 CD151 CD164 CDC14A CDC42 CDC42BPB CDC45 CDC6 CDCA7 CDH1 CDH11 CDH23 CDHR1 CDK5RAP2 CDK8 CDON CDT1 CEACAM16 CEACAM3 CEACAM6 CEP19 CEP250 CEP290 CEP57 CEP78 CERKL CERS3 CERT1 CFAP221 CFAP298 CFAP300 CFAP418 CFAP74 CFTR CHAT CHCHD10 CHD4 CHD7 CHN1 CHRNG CHST14 CHST3 CHSY1 CIB2 CISD2 CLCA4 CLCN2 CLCN3 CLCN6 CLCN7 CLCNKA CLCNKB CLDN14 CLDN9 CLIC5 CLIP2 CLPP CLRN1 CLRN2 CLTC CNGA1 CNGB1 CNOT1 CNOT2 CNOT3 CNTNAP1 COA8 COBLL1 COCH COG1 COG4 COG5 COG7 COL11A1 COL11A2 COL13A1 COL1A1 COL1A2 COL25A1 COL27A1 COL2A1 COL4A3 COL4A4 COL4A5 COL4A6 COL9A1 COL9A2 COL9A3 COLEC10 COLEC11 COMT COQ2 COQ6 COQ7 COQ8A COX10 COX11 COX16 COX7B CPLANE1 CPLX1 CRB1 CREB3L1 CREBBP CRKL CRLS1 CRTAP CRX CRYAB CRYM CSPP1 CSRP3 CTBP1 CTC1 CTLA4 CTNNB1 CTNND1 CTSA CTSK CYP11B1 CYP11B2 CYP7B1 DAB1 DACT1 DARS2 DCAF17 DCC DCDC2 DCHS1 DCTN4 DDB2 DDR2 DDX11 DDX3X DDX59 DEAF1 DES DGUOK DHCR7 DHDDS DHODH DHX16 DHX38 DIABLO DIAPH1 DIAPH3 DISP1 DKC1 DKK1 DLG1 DLL1 DLST DLX4 DLX5 DLX6 DMD DMP1 DMXL2 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAJC19 DNAJC21 DNAJC3 DNAJC30 DNAL1 DNASE1L3 DNM1L DNMT1 DNMT3A DNMT3B DOLK DPAGT1 DPF2 DPH1 DPH2 DRC1 DSE DSG2 DSP DSPP DTYMK DUOX2 DUOXA2 DUSP6 DUX4 DUX4L1 DVL1 DVL3 DYM DYRK1A EBP ECE1 ECHS1 EDC3 EDN1 EDN3 EDNRA EDNRB EFL1 EFNB1 EFTUD2 EHMT1 EIF3F EIF4H EIF5A ELAC2 ELMO2 ELMOD3 ELN ELOVL1 ENPP1 EP300 EPAS1 EPB41L1 EPG5 EPHA10 EPRS1 EPS15L1 EPS8 EPS8L2 EPS8L3 ERAL1 ERBB2 ERBB3 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ERF ESPN ESRP1 ESRRB EXOSC2 EXOSC8 EXT1 EYA1 EYA4 EYS FAM149B1 FAM161A FAM20C FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAR1 FARS2 FAS FAT4 FBN1 FBXW4 FBXW7 FDXR FEZF1 FGF10 FGF17 FGF3 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFRL1 FH FHL2 FIBP FIG4 FITM2 FKBP10 FKBP14 FKBP6 FKTN FLCN FLII FLNA FLNB FLRT3 FMR1 FOXC1 FOXH1 FOXI1 FOXJ1 FOXP2 FOXRED1 FRAS1 FREM2 FRG1 FSCN2 FSHR FTO FUCA1 FUS FXN FZD2 FZD4 G6PC3 GAA GAB1 GABRD GALC GALE GALK1 GALNS GALNT2 GAS1 GAS2L2 GAS8 GATA1 GATA2 GATA3 GATAD1 GATB GATC GBA1 GBA2 GCH1 GCK GCLC GDF3 GDF5 GDF6 GDNF GFER GGPS1 GIPC1 GIPC3 GJA1 GJA5 GJA8 GJB1 GJB2 GJB3 GJB4 GJB6 GJC2 GLA GLB1 GLI2 GLI3 GLIS3 GLYCTK GMNN GMPPA GMPPB GNAI3 GNAQ GNAS GNB1 GNPTAB GNRH1 GNRHR GNS GOSR2 GP1BA GP1BB GPC3 GPC4 GPRASP2 GPSM2 GRAP GREB1L GRHL2 GRHL3 GRIK2 GRIP1 GRM1 GRM7 GRXCR1 GRXCR2 GSC GSDME GSN GSTM3 GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GUCA1B GUCY2D GUSB GZF1 H3-3B H4C5 H4C9 HAAO HACE1 HAND2 HARS1 HARS2 HAX1 HCCS HDAC4 HDAC8 HECTD4 HESX1 HFE HGD HGF HGSNAT HIRA HK1 HLA-B HLA-DPA1 HLA-DPB1 HLA-DRB1 HMOX1 HNF1B HNRNPK HOMER2 HOXA1 HOXA11 HOXA2 HOXB1 HS2ST1 HS6ST1 HSD17B10 HSD17B4 HSPD1 HSPG2 HTRA2 HUWE1 HYDIN HYMAI IARS1 IARS2 IDH3A IDH3B IDS IDUA IFNG IFRD1 IFT140 IFT172 IFT27 IFT74 IFT88 IGBP1 IGF1 IKBKG IL11RA IL17RD ILDR1 IMPDH1 IMPDH2 IMPG1 IMPG2 INF2 INS INTU IQCB1 IQSEC2 IRF6 IRX5 ITGA2 ITGA2B ITGB3 ITGB6 ITM2B ITPR1 IYD JAG1 JAK2 JMJD1C JPH2 KANSL1 KARS1 KAT6B KCNAB2 KCNC3 KCNE1 KCNE2 KCNE5 KCNH1 KCNH2 KCNJ10 KCNJ11 KCNJ13 KCNJ16 KCNJ5 KCNMA1 KCNN3 KCNN4 KCNQ1 KCNQ4 KDM3B KDM6A KDSR KIAA0586 KIAA0753 KIAA1549 KIF15 KIF1B KIF21A KIF5A KIF7 KISS1 KISS1R KIT KITLG KIZ KLHL7 KLLN KMT2C KMT2D KPTN KRAS KRT5 KYNU L2HGDH LAMA4 LAMB1 LARS1 LARS2 LCA5 LDB3 LETM1 LHFPL5 LHX1 LHX3 LHX4 LIG3 LIG4 LIMK1 LMNA LMNB1 LMNB2 LMOD2 LMX1A LMX1B LONP1 LORICRIN LOXHD1 LRAT LRP12 LRP2 LRP4 LRP5 LRRC32 LRRC56 LRTOMT LSS LTBP1 LUZP1 LZTFL1 LZTR1 MAD2L2 MADD MAF MAFB MAK MAN2B1 MAN2C1 MANBA MAP1B MAP2K1 MAP3K20 MAP3K7 MAPK1 MAPKAPK5 MARS1 MARS2 MARVELD2 MASP1 MAX MBTPS2 MCIDAS MCM2 MCTP2 MDH2 MECOM MED11 MED12 MED13L MEGF8 MEN1 MEOX1 MERTK MET METTL27 MFN2 MGAT2 MGP MIA3 MICOS13 MICU1 MID1 MIF MINAR2 MIR96 MITF MKKS MKS1 MLXIPL MMP23B MN1 MOGS MORC2 MPDZ MPEG1 MPL MPLKIP MPZ MPZL2 MRAS MRPS2 MRPS22 MRPS28 MRPS7 MSH4 MSL3 MSRB3 MSTO1 MSX1 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-RNR1 MT-TC MT-TE MT-TF MT-TH MT-TI MT-TK MT-TL1 MT-TN MT-TP MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTHFD1 MTRR MTSS2 MYBPC3 MYCN MYD88 MYH11 MYH14 MYH3 MYH6 MYH7 MYH9 MYMK MYO15A MYO3A MYO6 MYO7A MYO9A MYPN MYSM1 NAA10 NAGA NAGLU NALCN NARS2 NAXD NBN NCAPG2 NCF1 NDE1 NDNF NDP NDRG1 NDUFA1 NDUFA11 NDUFA13 NDUFA6 NDUFA9 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB9 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NECTIN1 NEDD4L NEFL NEK1 NEK10 NEK2 NELFA NEU1 NEXN NF1 NF2 NFIX NHLH2 NHP2 NIPAL4 NIPBL NKX2-1 NLRP12 NLRP3 NME5 NME8 NMNAT1 NODAL NOG NOP10 NOP56 NOS1AP NOTCH2 NOTCH2NLC NOTCH3 NPHP1 NPM1 NPTX1 NR2E3 NR2F1 NR4A2 NR5A1 NRAS NRCAM NRL NRTN NSD1 NSD2 NSDHL NSMF NSUN2 NUBPL NUP107 NUP133 NUS1 NXN OAT ODAD1 ODAD2 ODAD3 ODAD4 ODC1 OFD1 OGDHL OPA1 OPA3 ORC1 ORC4 ORC6 OSBPL2 OSTM1 OTOA OTOF OTOG OTOGL OTUD5 OTUD6B OTX2 P2RX2 P4HA2 PALB2 PARN PAX1 PAX2 PAX3 PAX6 PAX7 PBX1 PCARE PCDH15 PCGF2 PCLO PCNA PCNT PCYT1A PDE1C PDE4D PDE6A PDE6B PDE6D PDE6G PDGFB PDGFRA PDGFRB PDK3 PDPN PDSS1 PDX1 PDZD7 PEPD PERP PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PGAP2 PGM3 PHEX PHF6 PHOX2A PHOX2B PHYH PI4KA PI4KB PIEZO1 PIEZO2 PIGA PIGB PIGG PIGL PIGO PIGS PIGT PIGV PIK3C2A PIK3CA PIK3CD PIK3R1 PISD PITX2 PJVK PLA2G6 PLAA PLAGL1 PLCB4 PLCH1 PLN PLOD3 PLP1 PLS1 PLXND1 PMP22 PMPCB PNP PNPLA1 PNPLA2 PNPLA6 PNPT1 POGZ POLD1 POLG POLG2 POLR1B POLR1C POLR1D POLR3A POLR3GL POLR3H POLRMT POMGNT1 POMK POR PORCN POU1F1 POU3F4 POU4F3 PPCS PPFIBP1 PPIP5K2 PPP1CB PPP1R15B PPP2R3C PQBP1 PRCD PRDM12 PRDM16 PRDM5 PRF1 PRG4 PRKAR1A PRKCZ PRKDC PRMT7 PROK2 PROKR2 PROM1 PROP1 PRORP PRPF3 PRPF31 PRPF4 PRPF6 PRPF8 PRPH2 PRPS1 PRR12 PRRT2 PRRX1 PRTN3 PSAP PSEN1 PSEN2 PSMB1 PSMC1 PSMC3 PSMC3IP PSMD12 PTCD3 PTCH1 PTDSS1 PTEN PTH1R PTPN11 PTPN22 PTPRQ PTRH2 PUF60 PUS3 PUS7 PYCR2 QRSL1 RAB23 RAB3GAP2 RAC1 RAD21 RAD51 RAD51C RAF1 RAI1 RASA2 RBM10 RBM20 RBM8A RBMX RBP3 RD3 RDH12 RDH5 RDX RECQL4 REEP6 RERE REST RET REV3L RFC1 RFC2 RFT1 RFWD3 RGR RHO RIC1 RILPL1 RIPOR2 RIT1 RLBP1 RMND1 RNASEH1 RNASET2 RNF113A RNF13 RNF135 RNF220 RNU12 ROBO1 ROBO3 ROM1 ROR1 ROR2 RP1 RP1L1 RP2 RP9 RPE65 RPGR RPGRIP1 RPL10 RPL11 RPL3L RPS23 RPS26 RPS28 RPS6KA3 RRAS RRAS2 RREB1 RRM2B RSPH1 RSPH3 RSPH4A RSPH9 RTEL1 RTTN RUNX2 S1PR2 SAG SALL1 SALL4 SARDH SBDS SBF2 SC5D SCAPER SCD5 SCLT1 SCN10A SCN1A SCN4B SCN5A SCP2 SDCCAG8 SDHA SDHAF2 SDHB SDHC SDHD SDR9C7 SEC23B SEC24C SEC31A SELENOI SEM1 SEMA3A SEMA3C SEMA3D SEMA3E SEMA4A SERAC1 SERPINA1 SERPINB6 SETBP1 SETD1A SETD2 SF3B2 SF3B4 SGCD SGMS2 SGPL1 SGSH SH2B1 SH3TC2 SHANK3 SHH SHOC2 SIN3A SIN3B SIX1 SIX3 SIX5 SIX6 SKI SLC10A7 SLC11A1 SLC12A2 SLC12A3 SLC17A8 SLC18A3 SLC19A2 SLC25A1 SLC25A10 SLC25A11 SLC25A24 SLC25A4 SLC26A2 SLC26A4 SLC26A5 SLC26A9 SLC29A3 SLC30A9 SLC33A1 SLC35A2 SLC35C1 SLC39A14 SLC39A7 SLC39A8 SLC44A4 SLC4A11 SLC52A2 SLC52A3 SLC5A5 SLC5A7 SLC6A14 SLC7A14 SLC9A1 SLC9A3 SLITRK6 SLX4 SMAD4 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMCHD1 SMG8 SMO SMPX SNAI2 SNAP25 SNAP29 SNRNP200 SNRPB SNTA1 SNX10 SNX14 SON SOS1 SOS2 SOST SOX10 SOX11 SOX2 SOX3 SOX4 SOX6 SOX9 SP7 SPAG1 SPARC SPATA5 SPATA5L1 SPATA7 SPEF2 SPEN SPG7 SPIDR SPNS2 SPOP SPRED1 SPRED2 SPRY4 SPTBN1 SPTBN4 SPTLC1 SPTLC2 SQSTM1 SRCAP SRD5A3 SREBF1 SRP54 SRP72 SRPX2 SRY ST3GAL5 STAC3 STAG2 STAMBP STAT3 STIL STK36 STRC STUB1 STX11 STX1A STXBP2 SUCLA2 SUCLG1 SUFU SULT2B1 SUMF1 SURF1 SYNE1 SYNE4 SYT2 TAC3 TACR3 TAF1 TAF1A TAFAZZIN TANGO2 TAOK1 TARDBP TARS1 TASP1 TBC1D24 TBCK TBK1 TBL1XR1 TBL1Y TBL2 TBX1 TBX15 TBX22 TBX4 TBX5 TCAP TCF12 TCIRG1 TCOF1 TCTN3 TDGF1 TDO2 TECTA TELO2 TERC TERT TET2 TFAP2A TFAP2B TG TGFB1 TGIF1 TGM1 THOC1 THOC2 THOC6 THRB THSD1 THUMPD1 TIMM8A TIMMDC1 TINF2 TK2 TKT TMC1 TMEM126A TMEM126B TMEM127 TMEM132E TMEM147 TMEM216 TMEM270 TMEM38B TMEM43 TMEM53 TMEM67 TMIE TMPO TMPRSS3 TNC TNFRSF11A TNFRSF11B TNFSF11 TNNC1 TNNI3 TNNT2 TNRC6B TOP3A TOPORS TP63 TPM1 TPM2 TPO TPRKB TPRN TRAF7 TRAPPC11 TRAPPC12 TRAPPC4 TRDN TRIM32 TRIOBP TRIP13 TRMT10A TRMT10C TRMU TRNT1 TRPS1 TRPV3 TRPV4 TRRAP TSC2 TSHZ1 TSPAN12 TSPEAR TSR2 TTC12 TTC19 TTC26 TTC8 TTN TTR TUB TUBA1A TUBB2B TUBB3 TUBB4B TULP1 TWIST1 TWIST2 TWNK TXNL4A TXNRD2 TYMP TYMS TYR UBA1 UBB UBE2A UBE2T UBE3C UBE4B UBR1 UFD1 UFM1 UGT1A1 UNC13D UNC45A UQCC2 USB1 USF3 USH1C USH1G USH2A USP45 USP48 USP53 USP7 USP9X VAC14 VAMP1 VARS1 VCL VCP VDR VEZF1 VHL VPS11 VPS13B VPS33B VPS37A VPS37D VPS4A VSX1 WAC WBP2 WDPCP WDR11 WDR37 WDR81 WFS1 WHRN WNT10B WNT4 WNT5A WRAP53 WT1 XPA XPC XPNPEP3 XRCC2 XRCC4 XYLT2 YAP1 YARS1 YME1L1 YY1 ZBTB20 ZEB2 ZFP57 ZIC1 ZIC2 ZMIZ1 ZMPSTE24 ZMYND10 ZNF407 ZNF408 ZNF462 ZNF469 ZNF513 ZNF526 ZNF699 ZSWIM7 HP_HEART_BLOCK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HEART_BLOCK ABCC9 ACADVL ACTC1 ACTN2 AGXT AKAP9 ATP6V1A ATP6V1E1 BANF1 BRAF BTNL2 BVES CACNA1C CACNA1D CACNA1S CACNA2D1 CACNB2 CALM1 CALM2 CALM3 CASQ2 CDC45 CDH2 CITED2 CNBP CPT2 CTNNA3 DEF6 DES DMPK DOHH DSG2 DTNA DYSF EMD EXOSC5 FHL1 FLNC GABRA3 GATA4 GATA6 GJA5 GLA GNAI2 GNB2 GNB5 GPC3 GPC4 GPD1L GPX4 GRIN1 GYG1 HCN4 HLA-DRB1 JUP KCND3 KCNE3 KCNE5 KCNH2 KCNJ18 KCNJ2 KCNJ5 KCNJ8 KCNK3 KCNQ1 LAMP2 LARS2 LDB3 LEMD2 LMNA LMOD2 LRP1 MMP14 MMP2 MT-ATP8 MT-CYB MT-TL1 MYBPC3 MYH6 MYH7 MYL2 MYL4 MYOZ2 MYPN NKX2-5 NPPA PEX7 PHYH PIGU PKP2 PLEC POLG2 POMT2 PPP1CB PRKAG2 PRKG2 PSEN1 PSEN2 PTPN11 RAF1 RANGRF RMRP RNASEH1 RRM2B RYR2 SCN10A SCN1B SCN2B SCN3B SCN4B SCN5A SCNN1A SEMA3A SGO1 SLC25A20 SLC4A3 SLMAP SYNE1 SYNE2 TBX20 TBX5 TLL1 TMEM43 TNNC1 TNNI3K TNNT2 TRDN TRPM4 TTN TTR VEZF1 HP_HEAT_INTOLERANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HEAT_INTOLERANCE ALOXE3 CLDN10 EDA EDAR EDARADD HNRNPK ITPR2 KRT14 KRT5 LBX1 LDHA MAP2K1 MAP2K2 MBTPS2 NECTIN4 NFKBIA OCA2 ORAI1 POFUT1 POGLUT1 PSENEN SHANK3 UBE3A HP_HEINZ_BODIES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HEINZ_BODIES CASK G6PD GPX1 HBA1 HBA2 HBB HP_HELICOBACTER_PYLORI_INFECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HELICOBACTER_PYLORI_INFECTION CARMIL2 CORIN FLT1 IFNGR1 STOX1 HP_HEMANGIOBLASTOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HEMANGIOBLASTOMA BMPR1A CCND1 DLST FH KIF1B MAX MDH2 NF1 PTEN RET SDHA SDHAF2 SDHB SDHC SDHD SLC25A11 TMEM127 VHL HP_HEMANGIOMATOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HEMANGIOMATOSIS ACVRL1 AKT1 CCND1 EIF2AK4 ENG FGFR1 FGFR2 GDF2 GNAQ IDH1 IDH2 KRAS PIK3CA PTEN PTH1R RASA1 SLC26A2 SMAD4 TEK VHL HP_HEMATEMESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HEMATEMESIS ACVRL1 ATRX CDKN1A CDKN1B CDKN2B CDKN2C DAXX ENG FGA FGB FGG GP1BA GP1BB GP9 IFIH1 MED12 MEN1 PKHD1 WAS WIPF1 HP_HEMATOCHEZIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HEMATOCHEZIA ACVRL1 AMACR APC ARPC1B BMPR1A CYP7B1 ENG F5 GREM1 HPS1 IFIH1 IL10RA PLVAP PTEN RBCK1 SMAD4 TAOK1 TTC7A WAS WIPF1 HP_HEMATOLOGICAL_NEOPLASM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HEMATOLOGICAL_NEOPLASM AAGAB ABL1 ADA ADA2 ADAR ADH5 ALAD ANAPC1 APC APC2 ARHGAP26 ASXL1 ATM ATRX BAX BCL10 BCL2 BCL6 BCR BIRC3 BLM BRAF BRCA1 BRCA2 BRD4 BRIP1 BUB1 BUB1B BUB3 CALR CASP10 CBL CCND1 CD19 CD27 CD28 CD70 CD81 CDKN2A CEBPA CEP57 CHD7 CHEK2 CHIC2 CLPB COL14A1 CR2 CREBBP CSF3R CTC1 CTLA4 CTPS1 DCLRE1C DDX41 DEF6 DIAPH1 DKC1 DNAJC21 DNASE1L3 DNMT3A DUT DYNC2LI1 EFL1 ELANE EP300 ERBB3 ERCC4 ETV6 EVC EVC2 F13A1 F13B FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAS FASLG FCHO1 FLT3 FOXP1 GATA1 GATA2 GBA1 GFI1 GINS1 GLI1 GNB1 H4C9 HAVCR2 HAX1 HEATR3 HLA-DQA1 HLA-DQB1 HLA-DRB1 HSCB HSPA9 ICOS IDH1 IFIH1 IGHG2 IGKC IKZF1 IKZF3 IL2RG IL6ST IL7R IRF2BP2 ITK JAK2 KIF11 KIT KLHDC8B KRAS LIG4 LPP LRBA LSM11 LZTR1 MAD2L2 MAGT1 MALT1 MAP2K1 MBD4 MCM4 MDM2 MEFV MLH1 MLLT10 MPL MS4A1 MSH2 MSH6 MYC MYD88 MYSM1 NAF1 NAGS NBEAL2 NBN NF1 NFATC2 NFKB1 NFKB2 NHP2 NOP10 NPM1 NRAS NSD1 NSUN2 NTHL1 NUMA1 NUP214 NUTM1 PALB2 PARN PDGFRA PDGFRB PGM3 PICALM PIGL PIK3CA PIK3CD PIK3R1 PMS2 PNP POLE POT1 PRF1 PRKACA PRKACB PRKCD PTEN PTPN11 PTPRC RAD51 RAD51C RAD54B RAD54L RAF1 RAG1 RAG2 RARA RASGRP1 RB1 RECQL4 RFWD3 RHOH RMRP RNASEH2A RNASEH2B RNASEH2C RNF43 RNU7-1 RPA1 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS14 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RTEL1 RUNX1 SAMD9 SAMD9L SAMHD1 SBDS SCN10A SCN11A SCN9A SETBP1 SETD2 SF3B1 SH2B3 SH2D1A SH3GL1 SLX4 SMARCAL1 SMARCD2 SMPD1 SOCS1 SPRED1 SRP19 SRP54 SRP72 SRSF2 STAT3 STK4 STS SYK TAL1 TAL2 TCF3 TCF4 TCIRG1 TERC TERT TET2 THPO TINF2 TNFRSF13B TNFRSF13C TNFRSF1B TNFRSF9 TNFSF12 TP53 TP63 TREM2 TREX1 TRIP13 TSR2 TTC7A TYMS TYROBP UBA1 UBE2T USB1 WAS WIPF1 WRAP53 XIAP XRCC2 XRCC4 ZAP70 HP_HEMERALOPIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HEMERALOPIA ATXN7 CEP78 CNGA3 GRM6 GUCY2D IFT172 NR2E3 NYX TULP1 HP_HEMIANOPIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HEMIANOPIA AARS1 ADGRV1 AIP AKT1 AKT3 AMACR ARSG BAP1 BRAF CDH23 CEP78 CIB2 CLRN1 CTNNB1 EIF2B3 ESPN GNAQ GPR101 HARS1 MEN1 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND5 MT-ND6 MT-TC MT-TF MT-TK MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTOR MYO7A NF2 PCDH15 PDGFB PDZD7 PIK3CA POLG PRORP SETD5 SMARCB1 SMARCE1 SMO SUFU TERT TRAF7 TREX1 TUBB2B USH1C USH1G USH2A WHRN HP_HEMIATROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HEMIATROPHY BPTF EBP EFNB1 HRAS PSMD12 ZNF699 HP_HEMIFACIAL_SPASM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HEMIFACIAL_SPASM AKT1 BAP1 INPP5E NF2 PDGFB PIK3CA SMARCB1 SMARCE1 SMO SUFU TERT TRAF7 HP_HEMIHYPERTROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HEMIHYPERTROPHY AKT1 AKT2 CDKN1C DNMT3A H19 HNF1B HRAS IGF2 KCNQ1 KCNQ1OT1 KRAS NRAS PIK3CA RASA1 RNF125 ZNF699 HP_HEMIMEGALENCEPHALY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HEMIMEGALENCEPHALY AKT3 DEPDC5 HRAS IFNG KRAS MTOR NPRL2 NPRL3 NRAS PIK3CA PTEN SMO TSC1 TSC2 HP_HEMIPARESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HEMIPARESIS ABCD1 ADA2 AGR2 AKT1 AKT3 AMACR ANGPTL6 ARHGAP31 ATP1A2 ATP1A3 BAP1 C4A CACNA1A CCR1 CFH CFHR1 CFHR3 COL3A1 COL4A1 CYP26C1 DCC DLL4 DNM1L DOCK6 ENG EOGT ERAP1 FAS FGFR1 GBE1 GNAQ GUCY1A1 HLA-B HLA-DQB1 HMGCL HRAS HTRA1 IFNGR1 IL10 IL12A IL12A-AS1 IL23R KLRC4 KRAS MEFV MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TC MT-TF MT-TH MT-TK MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTHFR MTOR NF2 NOTCH1 NOTCH3 OPA1 PDGFB PIK3CA PLA2G6 PRNP PRORP PRRT2 RBPJ RHOBTB2 SCN1A SLC1A3 SLC2A1 SMARCAL1 SMARCB1 SMARCE1 SMO SP110 SPATA5L1 SPOP STAT4 SUFU TBC1D24 TBK1 TBX1 TERT TGFBR3 THSD1 TLR3 TLR4 TPP2 TRAF7 TREX1 TSC1 TSC2 TTR TUBB2B UBAC2 WDR62 HP_HEMIPLEGIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HEMIPLEGIA ADA2 ADSL ARX ATP1A2 ATP1A3 CACNA1A COL4A1 COL4A2 COQ2 CTC1 CTLA4 DOCK8 FGFR1 FUCA1 GALC GNAQ GNB1 HLA-DPA1 HLA-DPB1 IRAK1 KRAS MT-CYB NOTCH3 NPPA PAH PRF1 PRRT2 PRTN3 PTPN22 SAT1 SCN1A SCN5A SLC1A3 SMARCAL1 SNORD118 SPP1 STAT4 SUOX TBC1D24 HP_HEMIPLEGIA_HEMIPARESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HEMIPLEGIA_HEMIPARESIS ABCC6 ABCD1 ADA2 ADAR ADSL AGR2 AIPL1 AKT1 AKT3 AMACR ANGPTL6 ARG1 ARHGAP31 ARNT2 ARX ATP1A2 ATP1A3 B3GALNT2 BAP1 BMPR1A C4A CACNA1A CASZ1 CBS CCR1 CEP290 CFH CFHR1 CFHR3 COL3A1 COL4A1 COL4A2 COQ2 CPT1A CRB1 CRPPA CRX CTC1 CTLA4 CYP26C1 DCC DLL4 DNASE1L3 DNM1L DOCK6 DOCK8 ENG ENPP1 EOGT EPCAM ERAP1 FAN1 FAS FGFR1 FKRP FKTN FUCA1 GABRD GALC GBE1 GDF3 GDF6 GMPPB GNAQ GNB1 GON7 GUCY1A1 GUCY2D HESX1 HLA-B HLA-DPA1 HLA-DPB1 HLA-DQB1 HMGCL HPRT1 HRAS HSPG2 HTRA1 IFIH1 IFNGR1 IFT140 IKBKG IL10 IL12A IL12A-AS1 IL23R IMPDH1 IQCB1 IRAK1 KCNAB2 KCNJ13 KLRC4 KRAS L1CAM LAGE3 LARGE1 LCA5 LRAT LSM11 LUZP1 MEFV MEOX1 MLH1 MLH3 MMP23B MMUT MSH2 MSH6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TC MT-TF MT-TH MT-TK MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTHFR MTOR NAGA NF2 NMNAT1 NOTCH1 NOTCH3 NPPA NUP107 NUP133 OPA1 OSGEP OTX2 PAH PCYT1A PDGFB PDGFRB PDPN PEX7 PHYH PIK3CA PLA2G6 PMS1 PMS2 PNPLA6 POMGNT1 POMT1 POMT2 PRDM16 PRF1 PRKCZ PRNP PROKR2 PRORP PRRT2 PRTN3 PTEN PTPN22 RBPJ RD3 RDH12 RERE RHOBTB2 RNASEH2A RNASEH2B RNASEH2C RNF216 RNU7-1 RPE65 RPGRIP1 RPS20 RRM2B SAMHD1 SAT1 SCN1A SCN5A SEMA4A SKI SLC12A6 SLC1A3 SLC2A1 SMARCAL1 SMARCB1 SMARCE1 SMO SNORD118 SOX2 SOX3 SP110 SPATA5L1 SPATA7 SPEN SPOP SPP1 STAT4 SUFU SUOX TBC1D24 TBK1 TBX1 TERT TGFBR2 TGFBR3 THSD1 TLR3 TLR4 TP53 TP53RK TPP2 TPRKB TRAF7 TREX1 TSC1 TSC2 TTPA TTR TUBB2B TUBB4B TULP1 UBAC2 UBE4B USP45 WDR4 WDR62 WDR73 YRDC HP_HEMIVERTEBRAE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HEMIVERTEBRAE ACTB ATP6V1B2 ATRX B3GLCT CAPN15 CCDC22 CDK10 CHD7 DLK1 DLL3 DPP9 DPYSL5 DVL1 DVL3 EBP EIF5A FANCB FGFR1 FZD2 GLI3 H3-3B HES7 IKBKG JAG1 KDM6A KMT2D KYNU LRP4 LYSET MADD MBD5 MBTPS2 MEG3 MESP2 MYH3 ORC1 PAICS POR PTCH1 PTCH2 PTDSS1 PUF60 RAD21 RIPPLY2 ROR2 RTL1 SEMA3E SF3B2 SIX6 SON SOX2 STAG2 SUFU TBC1D24 TBX2 TBX6 TMCO1 VPS35L WASHC5 WNT5A WNT7A HP_HEMOGLOBINURIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HEMOGLOBINURIA ALDOA CASK CD46 CD59 CFH CFI G6PD HELLPAR NT5C3A PIEZO1 PIGA PIGT HP_HEMOLYTIC_UREMIC_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HEMOLYTIC_UREMIC_SYNDROME ADAMTS13 C3 CD46 CFB CFH CFHR1 CFHR3 CFI COG1 DGKE MMACHC MTRR PRDX1 THBD TMEM165 ZNFX1 HP_HEMOPHAGOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HEMOPHAGOCYTOSIS CALR CD27 DNASE2 HAVCR2 IFNG ITK JAK2 LYST MPL PIK3CG PRF1 RAB27A SH2B3 SH2D1A SLC7A7 STX11 STXBP2 TLR8 UNC13D XIAP ZNFX1 HP_HEMOPTYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HEMOPTYSIS ACTA2 ACVRL1 BTNL2 C4A CCR1 CEACAM3 CEACAM6 CFTR CLCA4 CLEC7A COL3A1 COL5A1 COL5A2 CTLA4 DCTN4 DNASE1L3 EDNRA EIF2AK4 ELN ENG ERAP1 F5 FAS FBN1 FCGR2A FOXE3 GCLC GDF2 GIMAP5 GSTM3 HEY2 HFE HLA-B HLA-DPA1 HLA-DPB1 HLA-DRB1 HMOX1 IFNG IFNGR1 IL10 IL12A IL12A-AS1 IL12B IL17F IL17RA IL17RC IL23R KCNN4 KLRC4 LOX MAT2A MEFV MFAP5 MIF MLX MYH11 MYLK ODAD1 PRKG1 PRTN3 PTPN22 SCNN1A SCNN1B SCNN1G SERPINA1 SLC11A1 SLC26A9 SLC34A2 SLC6A14 SLC9A3 SMAD2 SMAD3 SMAD4 STAT4 STX1A TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 THSD4 TLL1 TLR4 TRAF3IP2 TSC1 TSC2 UBAC2 HP_HEMORRHAGE_OF_THE_EYE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HEMORRHAGE_OF_THE_EYE ABCC6 APOE ARPC1B ATOH7 ATP6V0A2 ATP6V1A ATP6V1E1 BAP1 BEST1 CAPN5 CFH CFHR1 CFHR3 CFI COL4A1 CTNNB1 CYSLTR2 DNM2 DST EFEMP1 ENPP1 ERCC6 ERCC8 FZD4 GCDH GNA11 GNAQ HMCN1 IFNG IKBKG LAMB2 LRP5 MYD88 NDP PRF1 PROC RANBP2 RB1 RS1 SBDS SF3B1 SMC5 TERC TERT TREX1 TSPAN12 XYLT1 XYLT2 ZEB2 ZNF408 HP_HEMOTHORAX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HEMOTHORAX COL3A1 EIF2AK4 ENG EXT1 EXT2 SERPINF2 HP_HEPARAN_SULFATE_EXCRETION_IN_URINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HEPARAN_SULFATE_EXCRETION_IN_URINE GNS GUSB HGSNAT IDS IDUA NAGLU NGLY1 SGSH VPS33A HP_HEPATIC_BRIDGING_FIBROSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HEPATIC_BRIDGING_FIBROSIS ATP6AP1 CYP7B1 DCDC2 FADD KIF12 LIPA RINT1 SCYL1 TULP3 USP53 HP_HEPATIC_CYSTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HEPATIC_CYSTS ALG5 ALG8 ALG9 BICC1 CC2D2A DNAJB11 EXTL3 GANAB IFNG IFT122 IFT140 JAK1 LRP5 NEK8 NPHP3 OFD1 PKD1 PKD2 PKHD1 SEC63 TSC1 TSC2 TTC21B WDR19 HP_HEPATIC_ENCEPHALOPATHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HEPATIC_ENCEPHALOPATHY ALMS1 DLD EIF2AK3 FOCAD NBAS PCK1 RINT1 RYR1 SH2D1A SLC25A13 TULP3 XIAP ZNFX1 HP_HEPATIC_FAILURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HEPATIC_FAILURE ABCD3 ACAD9 ACTG2 ACVRL1 AKR1D1 ALDOB ALMS1 AMACR ASAH1 ATP7B ATRX BAAT BMP6 BTNL2 CACNA1S CALR CC2D2A CCDC115 CLDN1 COG4 COQ2 COX16 CPT1A CPT2 CTC1 CYC1 CYP7B1 DAXX DCDC2 DEF6 DGUOK DKC1 DLD EIF2AK3 ENG EPM2A F13A1 F13B F5 FAH FECH FH FOCAD GALT GBA1 GBE1 GDF2 GFM1 GPR35 H4C3 HADH HADHA HADHB HFE HLA-B HLA-DRB1 HSD3B7 IARS1 IFT122 IFT172 IKZF1 IL12A IL12RB1 IL18BP IL21R INPP5E IRF5 ITCH JAG1 JAK2 KRT18 LARS1 LIPA MARS1 MED12 MEFV MMEL1 MPI MPV17 MRM2 MRPS7 MST1 MT-ATP6 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TK MT-TL1 MT-TT MT-TV MT-TW NBAS NDUFS4 NHLRC1 NHP2 NOP10 NPC1 NPM1 NR1H4 OSTM1 OTC P4HA2 PARN PCK1 PCK2 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PIGA POLG POLG2 PORCN POU2AF1 PTPN22 RBM10 RINT1 RPGRIP1L RTEL1 RYR1 SC5D SCYL1 SEMA4D SERPINA1 SH2D1A SKIC3 SLC25A15 SLC25A20 SLC2A2 SLC7A7 SMAD4 SMPD1 SP110 SPIB TCF4 TERC TERT TFAM TINF2 TJP2 TMEM67 TNFSF15 TNPO3 TRMU TYMS UBR1 UGT1A1 USB1 WRAP53 XIAP ZNFX1 HP_HEPATIC_FIBROSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HEPATIC_FIBROSIS ABCB4 ABCD3 ACADVL AGL ALG9 ALMS1 ANKS6 AP1S1 ARHGAP31 ARL6 ASAH1 ASL ATP6AP1 B9D1 B9D2 BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCS1L CC2D2A CCDC28B CEP164 CEP19 CEP290 CFAP418 CLDN1 CP CSPP1 CTNNB1 CYP7B1 DCDC2 DGUOK DLL4 DNASE2 DOCK6 DPM1 DYNC2H1 DYNC2I1 DYNC2I2 DZIP1L EOGT FADD GBA1 GLIS3 GPD1 GPR35 HAMP HBB HJV IARS1 IFT122 IFT140 IFT172 IFT27 IFT74 IFT80 IL12A IL12RB1 INPP5E INSR INVS IQCB1 IRF5 KIF12 KIF3B LIPA LZTFL1 MARS1 MED12 MET MKKS MKS1 MMEL1 MPI MST1 MTTP NEK1 NEK8 NGLY1 NHP2 NOP10 NOTCH1 NPHP1 NPHP3 NPHP4 OFD1 PEX1 PHKA2 PHKB PHKG2 PKHD1 PLIN1 PMM2 PNPLA6 POU2AF1 PRIM1 PTRH2 PYGL RBCK1 RBPJ RINT1 RNU7-1 RPGRIP1 RPGRIP1L SCAPER SCLT1 SCYL1 SDCCAG8 SEMA4D SKIC2 SKIC3 SLC25A13 SLC51A SLC51B SPIB STN1 TALDO1 TCF4 TCTN1 TCTN2 TCTN3 TERT TMEM107 TMEM216 TMEM231 TMEM237 TMEM67 TNFSF15 TNPO3 TRAF3IP1 TRIM32 TTC26 TTC8 TULP3 TXNDC15 UBR1 UNC45A USP53 WDPCP WDR19 WDR35 HP_HEPATIC_NECROSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HEPATIC_NECROSIS ACADVL CTNNB1 DGUOK ETFA ETFB ETFDH HADH MET MPV17 NHLRC2 SDHD TERC TERT TINF2 HP_HEPATITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HEPATITIS ACP5 AIRE AKR1D1 ALMS1 AMACR APC ATP7A ATP7B AXIN1 BLNK BTK C1S C4B CASP10 CASP8 CD247 CD3D CD3E CD40LG CD79A CD79B CIITA CLEC7A COG6 COG8 CTNNB1 CYP7A1 CYP7B1 FAS FASLG FOXP3 GLIS3 GNAS GPR35 GUSB HBB HSD3B7 IFIH1 IGF2R IGHG2 IGHM IGKC IGLL1 IL12A IL12RB1 IL17F IL17RA IL17RC IL18BP IL21R IRF5 ITCH KRT18 LRRC8A MET MMEL1 MST1 PDGFRL PGM1 PI4KA PIEZO1 PIK3CA PIK3R1 POU2AF1 PRKCD RASGRP1 RFX5 RFXANK RFXAP SEMA4D SERPINA1 SH2D1A SHPK SKIC2 SLC25A15 SLC39A7 SPI1 SPIB STAT1 SYK TBX19 TCF3 TCF4 TNFSF15 TNPO3 TOM1 TP53 TPP2 TRAF3IP2 TTC7A VIPAS39 VPS33B XIAP HP_HEPATOBLASTOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HEPATOBLASTOMA APC ARID1A ARID1B ARID2 CDKN1C DLK1 DPF2 DZIP1L GPC3 GPC4 IGF2 KCNQ1 KCNQ1OT1 MEG3 PKHD1 RTL1 SETBP1 SKIC2 SKIC3 SLC37A4 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SOX11 SOX4 HP_HEPATOCELLULAR_ADENOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HEPATOCELLULAR_ADENOMA ABCC8 APPL1 BLK CEL GCK GNAS HNF1A HNF4A INS KCNJ11 KLF11 NEUROD1 PAX4 PDX1 PHKA2 PHKB PHKG2 SLC37A4 HP_HEPATOCELLULAR_CARCINOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HEPATOCELLULAR_CARCINOMA ABCB11 ABCB4 AHCY APC ATP7B AXIN1 BMP2 BMP6 BMPR1A BTK CASP10 CASP8 CPOX CTNNB1 EPCAM F5 FAH FAN1 FAS FASLG G6PC1 GIMAP5 GPR35 HBB HFE HMBS IGF2 IGF2R IL12A IL12RB1 IRF5 JAG1 JAK2 KRAS MET MLH1 MLH3 MMEL1 MPV17 MSH2 MSH6 MST1 PDE11A PDGFRL PHKB PIK3CA PMS1 PMS2 POU2AF1 PPOX PRKAR1A PRKCD PYGL RASGRP1 RPS20 SEMA4A SEMA4D SERPINA1 SLC25A13 SLC2A2 SLC37A4 SPIB SPRTN TCF4 TGFBR2 TJP2 TNFSF15 TNPO3 TP53 TULP3 UROD HP_HEPATOMEGALY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HEPATOMEGALY ABCA1 ABCA12 ABCB11 ABCB4 ABCC2 ABCC8 ABCD3 ABHD5 ACADM ACADVL ACAT1 ACOX1 ADA ADA2 ADAMTSL2 ADAR AGA AGGF1 AGL AGPAT2 AGR2 AKR1D1 AKT2 ALDH1A2 ALDOA ALDOB ALG1 ALG13 ALG2 ALG8 ALG9 ALMS1 AMACR ANK1 ANKRD55 ANTXR1 AP3B1 AP3D1 APOA1 APOC2 APOE ARG1 ARL13B ARSB ASAH1 ASL ASS1 ASXL1 ATAD3A ATP5F1A ATP5F1D ATP5F1E ATP5MK ATP6AP1 ATP6AP2 ATP6V1B2 ATP7B ATP8B1 ATPAF1 ATPAF2 ATRX AUH B2M B4GALT1 BAAT BAP1 BMP2 BMP6 BOLA3 BRCA1 BRCA2 BSCL2 BTD BTNL2 C1QBP C2orf69 CA2 CALR CASP10 CASR CAV1 CAVIN1 CBL CBS CC2D2A CCDC115 CCDC47 CD19 CD247 CD27 CD28 CD3D CD3E CD40LG CD55 CD70 CD81 CD96 CDAN1 CDIN1 CDKN1C CDKN2A CFTR CHD7 CIDEC CLCN7 CLDN1 CNTNAP2 COA8 COG1 COG4 COG5 COG6 COG7 COX14 COX4I2 COX5A CPOX CPT1A CPT2 CR2 CTC1 CTLA4 CTNNB1 CTNS CTSA CTSK CYBA CYBB CYBC1 CYP7B1 DAXX DCDC2 DCLRE1C DDRGK1 DEF6 DGUOK DHCR7 DHDDS DHFR DIS3L2 DKC1 DLD DLK1 DNAJC21 DNASE1L3 DNASE2 DOCK2 DPAGT1 DPM1 DPM2 DYNC2LI1 DZIP1L EARS2 EFL1 EIF2AK3 EPB42 ERBB3 ERCC1 ERCC4 ERCC6 ERCC8 ETFA ETFB ETFDH EWSR1 EXTL3 F5 FAH FAM111B FARSA FAS FASLG FBN1 FBP1 FCGR2A FDX2 FERMT3 FGA FGFR2 FLNC FOCAD FOS FOXRED1 FUCA1 G6PC1 G6PC3 GAA GALE GALK1 GALM GALNS GALT GATA2 GBA1 GBE1 GCDH GCLC GFM1 GIMAP5 GLB1 GLIS3 GLRX5 GNB2 GNE GNMT GNPTAB GNS GPC3 GPC4 GPD1 GPIHBP1 GPR35 GUCY2D GUSB HADHA HAMP HAVCR2 HBA1 HBA2 HBB HBG1 HBG2 HCK HEXB HFE HGSNAT HJV HLA-DRB1 HMGCL HMGCS2 HMOX1 HNF1A HNF4A HPGD HSD17B4 HSD3B7 HYMAI HYOU1 IARS1 ICOS IDS IDUA IFIH1 IFNG IFNGR1 IFT122 IFT140 IFT172 IGF2 IKBKG IL18BP IL1RN IL2RA IL2RB IL2RG IL6 IL6ST IL7R INPP5E INPPL1 INSR IRF4 IRF8 ITCH ITK JAK1 JAK2 JAK3 JAM2 JAM3 KCNH1 KCNJ11 KCNMA1 KCNN3 KCNN4 KCNQ1 KCNQ1OT1 KIF12 KIF20A KIF3B KIT KLF1 KPTN KRAS LACC1 LAMA5 LARS1 LBR LCAT LIG4 LIPA LIPE LMBRD1 LMNA LPIN2 LPL LRP5 LSM11 LTBP3 LYRM4 LYST LYZ LZTR1 MADD MAGT1 MAN2B1 MAPK8IP3 MARS1 MCM4 MECOM MED12 MEFV MEG3 MET MFN2 MICU1 MIF MMAA MMAB MMUT MOGS MPC1 MPI MPL MPV17 MRAS MRPL3 MRPS28 MRPS7 MST1 MT-ATP6 MT-ATP8 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TE MT-TK MT-TL1 MT-TN MT-TS1 MT-TV MT-TW MTTP MTX2 MVK MYBPC3 MYD88 MYL2 MYO5B MYORG MYPN NAE1 NAGA NAGLU NAGS NCF1 NCF2 NCF4 NCKAP1L NDUFA1 NDUFA11 NDUFA2 NDUFA6 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB9 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NEK8 NEU1 NFKBIA NGLY1 NHLRC2 NHP2 NLRP1 NLRP3 NOP10 NOTCH2 NPC1 NPC2 NPHP3 NPM1 NRAS NSD2 NUBPL OCLN OSTM1 OTUD5 PALB2 PALLD PARN PC PCCA PCCB PCK1 PDGFB PDGFRA PDGFRB PEPD PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PGM1 PHKA2 PHKB PHKG2 PIEZO1 PIGA PIGL PIGM PIGS PIK3C2A PIK3CD PIK3CG PIK3R1 PKD2 PKHD1 PKLR PLAGL1 PLEKHM1 PMM2 PNPLA2 POLD1 POLG POLG2 PPARG PPP1R21 PRF1 PRKCD PRKCSH PSAP PSMB10 PSMB4 PSMB8 PSMB9 PSMG2 PSTPIP1 PTEN PTPN11 PTPN2 PTPN22 PTPRC PTRH2 PUS7 PYGL RAB27A RABL3 RAC2 RAF1 RAG1 RAG2 RASA2 RASGRP1 RBCK1 RBM8A REL RFT1 RHAG RHBDF2 RHCE RHD RINT1 RIPK1 RIT1 RMND1 RMRP RNASEH2A RNASEH2B RNASEH2C RNU4ATAC RNU7-1 RORC RPGRIP1L RRAS RRAS2 RTEL1 RTL1 RUNX1 SAA1 SAMHD1 SASH3 SBDS SC5D SCARB2 SCN4A SCO1 SCO2 SCYL1 SDHD SEC63 SEMA4D SEMA7A SERPINA1 SF3B1 SGSH SH2D1A SKIC2 SKIC3 SLC17A5 SLC20A2 SLC22A5 SLC25A1 SLC25A13 SLC25A15 SLC25A19 SLC25A20 SLC29A3 SLC2A1 SLC2A2 SLC30A10 SLC34A2 SLC35C1 SLC37A4 SLC38A3 SLC39A4 SLC40A1 SLC4A1 SLC7A7 SLCO2A1 SMAD4 SMPD1 SNX10 SNX14 SOCS1 SOS1 SOS2 SOX10 SP110 SPRED2 SPTA1 SPTB SRP54 SRSF2 STAT1 STAT3 STAT4 STEAP3 STX11 STXBP2 SUCLG1 SUMF1 SURF1 TALDO1 TCF4 TCIRG1 TCN2 TERC TERT TET2 TFE3 TGFB1 TIMMDC1 TINF2 TKFC TKT TLR8 TMEM126B TMEM165 TMEM67 TMEM70 TNFRSF11A TNFRSF13B TNFRSF13C TNFRSF1A TNFRSF1B TNFSF11 TNNI3 TNNT2 TOGARAM1 TOM1 TP53 TRAC TRAPPC11 TREX1 TRIM37 TRMU TRPV6 TSFM TTC26 TUFM TULP3 TYMS UBR1 UCP2 UNC13D UQCRB UROS USB1 USP18 VIPAS39 VPS11 VPS13A VPS33A VPS33B VPS45 VPS4A WDR19 WDR35 WRAP53 WT1 XIAP XK XPR1 XRCC4 XYLT1 YARS1 YARS2 ZAP70 ZFYVE19 ZIC3 ZNF699 ZNFX1 HP_HEPATOSPLENOMEGALY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HEPATOSPLENOMEGALY ABCA1 ABCA12 ADA2 ADAR ALG9 ALMS1 ANKRD55 AP3B1 ASAH1 ASXL1 BRCA1 BRCA2 CA2 CALR CAV1 CBL CCDC115 CD247 CD27 CD3D CD3E CD70 CDKN2A CFTR CLCN7 COG1 COG4 COG5 COG7 CTSA CTSK CYBC1 CYP7B1 DCDC2 DDRGK1 DLK1 DNASE2 DPM1 DZIP1L FARSA FCGR2A FERMT3 FGFR2 G6PC3 GALK1 GBA1 GBE1 GCLC GLB1 GLRX5 GNB2 GNE GNPTAB GPR35 HAVCR2 HBB HEXB IARS1 IDS IDUA IFIH1 IFNG IFNGR1 IFT140 IKBKG IL2RA IL2RB IL6ST IL7R ITCH JAK1 JAK2 JAK3 KIF3B KLF1 KPTN KRAS LBR LIPA LPIN2 LPL LSM11 LYST MAN2B1 MECOM MED12 MEG3 MOGS MPL MST1 MVK NCKAP1L NEU1 NHLRC2 NLRP3 NPHP3 OSTM1 PALB2 PALLD PEX13 PEX2 PIK3CG PKHD1 PLEKHM1 PRF1 PRKCD PSTPIP1 PTPN2 PTPN22 PTPRC RAB27A RABL3 RAC2 RAG1 RAG2 RASGRP1 RBM8A RHAG RHCE RHD RNASEH2A RNASEH2B RNASEH2C RNU4ATAC RNU7-1 RTL1 RUNX1 SAMHD1 SC5D SCYL1 SEMA4D SLC25A13 SLC29A3 SLC2A1 SLC4A1 SLC7A7 SMAD4 SNX14 SOX10 SP110 SRSF2 STAT1 STAT3 STAT4 STEAP3 STXBP2 TALDO1 TCF4 TCIRG1 TET2 TFE3 TGFB1 TMEM67 TNFSF11 TOM1 TP53 TREX1 TULP3 UNC13D VPS11 VPS33A ZAP70 ZNF699 ZNFX1 HP_HEREDITARY_NONPOLYPOSIS_COLORECTAL_CARCINOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HEREDITARY_NONPOLYPOSIS_COLORECTAL_CARCINOMA AKT1 APC AURKA AXIN2 BAX BRAF BUB1 BUB1B CCND1 CHEK2 CTNNB1 DCC DLC1 EP300 EPCAM FGFR3 FLCN MCC MLH3 MSH6 NRAS PDGFRL PIK3CA PLA2G2A PMS2 POLD1 PTPN12 PTPRJ RAD54B SRC TGFBR2 TLR2 TP53 HP_HERNIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HERNIA AARS1 ABCC8 ABCC9 ABCD4 ABL1 ACTA2 ACTG2 ADAMTS2 ADAMTSL2 ADAT3 ADNP AEBP1 AGA AGPAT2 ALDH18A1 ALDH1A2 ALG9 AMER1 AMH AMHR2 ANAPC7 ANTXR1 AP1S2 APC2 AR ARF1 ARFGEF2 ARID1A ARID1B ARID2 ARPC4 ARSB ARVCF ARX ATAD1 ATP1A2 ATP6V0A2 ATP6V1A ATP6V1E1 ATP7A ATRX AUTS2 B3GAT3 B3GLCT BAZ1B BCL11B BCL7B BCOR BCR BGN BHLHA9 BMP1 BMPER BRAT1 BRCA1 BRCA2 BRD4 BRF1 BRIP1 BSCL2 BUB1 BUD23 C1R C1S CAMSAP1 CAMTA1 CARS1 CASK CBS CC2D2A CCBE1 CCDC22 CD96 CDC42 CDC42BPB CDCA7 CDH11 CDKL5 CDKN1C CEP120 CHAMP1 CHD3 CHD7 CHRNG CHST14 CHST3 CHUK CLCN4 CLDN19 CLIP2 COL11A1 COL11A2 COL1A1 COL1A2 COL2A1 COL3A1 COL5A1 COL5A2 COLEC10 COLEC11 COMT COX11 COX7B CPLX1 CREBBP CRKL CSNK2A1 CTBP1 CTCF CTNND2 CUL4B CWC27 DACT1 DDX6 DGCR2 DGCR6 DGCR8 DHCR7 DICER1 DIS3L2 DLK1 DLL3 DMXL2 DNAJB4 DNAJC21 DNAJC30 DNMT3A DNMT3B DPF2 DPH1 DPH2 DPP9 DPYSL5 DSE DUOX2 DUOXA2 DVL1 DVL3 DYNC2H1 DYNC2I1 DYNC2I2 DYRK1A EED EFEMP2 EFNB1 EHMT1 EIF4H ELMO2 ELN ELOVL4 EN1 EOGT ERCC2 ERCC3 ERCC4 ERMARD ESS2 EXT2 EZH2 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FARSB FAT4 FBLN5 FBN1 FBXW11 FGD1 FGFR1 FGFR2 FIBP FKBP14 FKBP6 FLI1 FLNA FLNB FOCAD FOXE3 FOXF1 FRAS1 FREM1 FREM2 FTO FUCA1 FZD2 G6PC3 GAD1 GALNS GATA4 GATA6 GDF1 GDF11 GJA1 GLB1 GLI3 GLIS3 GLRA1 GLRB GMNN GNAO1 GNB2 GNE GNPAT GNPTAB GNS GON7 GORAB GP1BB GPC3 GPC4 GPC6 GPHN GRIN1 GRIN2B GRIP1 GRM7 GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GUSB GZF1 H19 H4C3 HCCS HDAC4 HDAC8 HELLS HES7 HESX1 HEY2 HGSNAT HIC1 HIRA HIVEP2 HMGA2 HOXD13 HSPG2 HYLS1 HYMAI IDS IDUA IFT122 IFT140 IFT80 IFT81 IGF2 IKBKG INPP5E IPO8 IRF6 IRX5 ISL1 IYD JMJD1C KCNA1 KCNH1 KCNJ11 KCNJ8 KCNQ1 KCNQ1OT1 KDM3B KDM5B KDM6A KIAA0586 KIF7 KMT2C KMT2D KNSTRN LAGE3 LBR LDHD LETM1 LFNG LHX3 LHX4 LIMK1 LMOD1 LONP1 LOX LRP2 LRPPRC LTBP1 LTBP4 MAD2L2 MAF MAFB MAMLD1 MAN2B1 MAP1B MAP3K7 MAPK1 MAPRE2 MASP1 MAT2A MBTPS1 MBTPS2 MCTP2 MDFIC MECP2 MED12 MED13L MED25 MEG3 MEGF8 MEIS2 MESP2 METTL27 MFAP5 MID1 MKS1 MLXIPL MMP14 MMP2 MN1 MPLKIP MSX1 MTFMT MTHFR MTOR MYH11 MYH3 MYLK MYRF NAA10 NALCN NAT8L NCF1 NDUFA8 NDUFAF5 NDUFB11 NECTIN1 NEDD4L NEK9 NELFA NEU1 NEUROD2 NFIA NFIX NIPBL NKX2-5 NLRP3 NOTCH1 NOTCH2 NOTCH3 NPHP3 NR2F2 NSD1 NSD2 NSDHL NUAK2 NUP107 NUP133 NXN OCLN OCRL ODC1 OFD1 OSGEP P3H1 PACS1 PAFAH1B1 PALB2 PAX8 PBX1 PCNA PHGDH PI4KA PIEZO2 PIGG PIGL PIGN PIGP PIGQ PIGS PIGW PIGY PIK3CA PIK3CD PIK3R1 PLAG1 PLAGL1 PLD1 PLOD1 PLOD2 PNKP POGZ POLR2A POLR3GL PORCN POU1F1 PPM1D PPP1R12A PPP2CA PPP2R1A PPP2R3C PRDM5 PRKG1 PRKG2 PROP1 PRR12 PTCH1 PTDSS1 PUF60 PYCR1 RAB23 RAB3GAP2 RAC1 RAD21 RAD51 RAD51C RARB RFC2 RFWD3 RFX7 RIC1 RIN2 RIPK4 RIPPLY2 RLIM RNF113A RNF13 RNF2 ROR2 RPGRIP1L RPL10 RPS26 RPS28 RPS6KA3 RREB1 RSPO2 RTL1 SALL1 SATB2 SCN1B SCN2A SEC24C SEC31A SEMA5A SERPINH1 SET SETBP1 SETD2 SF3B4 SGSH SH2B1 SH3PXD2B SHANK3 SHOC2 SHPK SIK1 SIN3A SKI SKIC2 SKIC3 SLC10A7 SLC25A22 SLC25A24 SLC26A2 SLC29A3 SLC2A10 SLC32A1 SLC35C1 SLC35D1 SLC37A4 SLC5A5 SLC5A6 SLC6A5 SLX4 SMAD2 SMAD3 SMAD4 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMCHD1 SNIP1 SOX11 SOX4 SOX6 SPECC1L SRCAP STAG2 STRA6 STX1A SUZ12 TARS1 TASP1 TBL2 TBX1 TBX3 TCF4 TENT5A TFE3 TG TGDS TGFB2 TGFB3 TGFBR1 TGFBR2 THRA THSD4 TMCO1 TMEM107 TMEM216 TMEM270 TMEM67 TMEM70 TMEM94 TMTC3 TNRC6B TNXB TOR1A TP53RK TP63 TPO TPRKB TRAF7 TRAIP TRIM8 TRIP11 TRPV6 TRRAP TSHB TSHR TTC26 TTC7A TUBB TWIST2 TXNL4A UBA1 UBE2T UFD1 VANGL2 VPS33A VPS35L VPS37D WASHC5 WDR19 WDR35 WDR4 WDR73 WLS WNT3 WNT4 WNT5A WNT7B WT1 XRCC2 XRCC4 YRDC YWHAE ZBTB24 ZBTB7A ZEB1 ZFP57 ZFPM2 ZIC3 ZNF469 ZNF699 HP_HERPES_SIMPLEX_ENCEPHALITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HERPES_SIMPLEX_ENCEPHALITIS HYOU1 IRF3 NCKAP1L SNORA31 STAT1 TBK1 TICAM1 TLR3 TRAF3 UNC93B1 HP_HETEROCHROMIA_IRIDIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HETEROCHROMIA_IRIDIS ACTB ACTG1 AKT1 CHN1 EDC3 EDN3 EDNRB ELP1 GNAQ HRAS KIT KITLG LMX1B MAFB MC1R MITF OCA2 PAX3 PNPLA6 PTEN SALL4 SNAI2 SOX10 TYR HP_HETEROPHORIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HETEROPHORIA AFF4 GJA5 GJA8 HACE1 HOXB1 KIDINS220 MECR SCN8A TBX1 TRAPPC11 HP_HETEROTAXY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HETEROTAXY ACTG2 CCDC32 CCDC39 CFAP52 CFAP53 CFC1 CIROP CPLX1 CTBP1 DNAAF5 DNAH9 FANCB FOXJ1 GDF1 KDM3B LETM1 MMP21 NEK10 NELFA NODAL NSD2 ODAD4 PIGG PKD1L1 SMAD2 ZIC3 HP_HETEROTROPIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HETEROTROPIA AARS1 ABCC9 ACADSB ADARB1 ADAT3 ADD3 ADGRG1 ADNP AGRN AGTPBP1 AHCY AHDC1 AIMP1 ALDH3A2 ALG2 ALG9 AMMECR1 ANTXR1 AP1G1 APC ARHGAP31 ARPC4 ATAD3A ATIC ATOH7 ATP1A2 ATP1A3 ATRX B3GAT3 BCOR BCORL1 BLOC1S3 CACNA1A CACNA1F CAMK2B CARS1 CDC42 CDC42BPB CHAT CHMP1A CHST3 CLCN3 CLCN6 CLP1 COG8 COL11A1 COL12A1 COL13A1 COL25A1 COL4A1 COL4A2 COL6A1 COL6A2 COL6A3 COL8A2 CPLANE1 CRB1 CRIPT CYB5A CYB5R3 DDOST DLK1 DNMBP DPAGT1 DPM1 DPP6 DYRK1A EBP EFNB1 EMC1 ERCC2 ERCC3 EXOC8 EXOSC3 EXOSC5 EXOSC8 EXOSC9 FAM149B1 FBN1 FBXO28 FBXW11 FGF10 FGFR2 FGFR3 FRMD5 FZD4 GALC GALNT2 GBA1 GLRB GNA14 GNB1 GNB2 GRHL2 GRID2 GRM1 GTF2E2 GTF2H5 H4C11 H4C5 HADHA HERC2 HMGB3 HNRNPH2 HOXB1 HPDL HPS3 HUWE1 IARS2 IRF2BPL KAT6A KAT8 KCNMA1 KDM1A KDM6B KIAA0753 KIDINS220 KIF21A KIF7 LAGE3 LCA5 LGI4 LMBRD2 LMNB1 LRAT LRMDA LRP5 LRPPRC LYRM7 MADD MAGEL2 MBD5 MC1R MED12 MEG3 MKRN3 MPDZ MPLKIP MRPS34 MYF5 MYO9A MYOD1 NALCN NCDN NEUROD2 NEXMIF NGLY1 NMNAT1 NONO NPAP1 NR2F1 NSD1 NTNG2 OCA2 OFD1 OVOL2 P4HTM PAX6 PCDHGC4 PDE4D PDE6D PEX5 PGAP2 PGAP3 PGM2L1 PHGDH PHOX2A PIDD1 PIGL PIGN PIGO PIGT PIGV PIGW PIGY PIK3R1 PMM2 POGZ POLA1 POLG POLRMT POU4F1 PPP1R21 PPP2R5D PRKAR1B PRPS1 PRR12 PTEN PTRH2 PUF60 PURA PWAR1 PWRN1 PYCR2 PYROXD1 RERE RNASEH1 RNF113A RNF2 ROBO3 RORA RP1L1 RPE65 RPL10 RRAS2 RRM2B RTL1 SALL2 SCO2 SEC23A SIAH1 SLC12A6 SLC17A5 SLC18A3 SLC1A3 SLC25A1 SLC25A46 SLC35A2 SLC38A8 SLC5A7 SLC6A8 SMAD3 SNAP25 SNORD115-1 SNORD116-1 SNRPN SOBP SON SOST SOX5 SPATA7 SREBF1 SYT1 SYT2 TAF2 TARS1 TBC1D23 TBC1D2B TBX1 TCTN3 TENM3 TGFBR1 TGFBR2 THOC2 TMEM216 TMEM231 TMEM67 TOPORS TRIT1 TRPM3 TUBA1A TUBB2B TUBB3 TYR UBE3A UFC1 UFSP2 UNC80 USP7 VAMP1 VRK1 VSX1 WARS2 WDR11 WDR45 WT1 ZC4H2 ZEB1 ZEB2 ZSWIM6 HP_HIATUS_HERNIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HIATUS_HERNIA ADAMTS2 ADAMTSL2 ALDH18A1 ATAD1 ATP7A C1R CAMTA1 CHST14 COL1A1 COL5A1 COL5A2 EXT2 GLIS3 GLRA1 GLRB GON7 GPHN LAGE3 MED12 MYH11 NIPBL NUP107 NUP133 OSGEP PORCN SLC2A10 SLC6A5 TCF4 TGFB3 TNXB TP53RK TPRKB WDR4 WDR73 YRDC ZBTB7A ZNF699 HP_HIGHLY_ARCHED_EYEBROW https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HIGHLY_ARCHED_EYEBROW ACTB ACTG1 ADAT3 AFF4 AHI1 ANKRD11 ARL13B ARL3 ARMC9 ASPM ASXL2 ASXL3 AUTS2 B9D1 B9D2 BCOR BCR BICRA BRD4 C12orf57 CAMK2G CBL CBY1 CC2D2A CDC42 CDC42BPB CDH11 CDK13 CEP104 CEP120 CEP290 CEP41 CHD7 CHD8 CHST3 CHSY1 CLCN6 CLP1 COLEC10 COLEC11 COX7B CPLANE1 CPLX1 CREBBP CRKL CSNK2A1 CSPP1 CTBP1 CTCF CTU2 CYFIP2 DDX6 ECEL1 EHMT1 EP300 ERMARD ESCO2 FAM149B1 FAM20C FAR1 FBXO31 FGFRL1 FOXG1 FOXL2 FRMD4A GAD1 GJA5 GJA8 H4C11 H4C9 HDAC4 HDAC8 HNRNPH1 HSPA9 HYLS1 IFT74 IGF1R INPP5E KAT6A KATNIP KCNH1 KCNK9 KDM1A KDM6A KIAA0586 KIAA0753 KIF7 KIFBP KMT2A KMT2D LETM1 LMX1B LRPPRC LTBP1 MADD MAN1B1 MAN2B1 MAN2C1 MAPK1 MASP1 MBD5 MED27 MEGF8 MEIS2 MESD MKS1 MN1 NCAPG2 NECTIN1 NELFA NFIX NIPBL NPHP1 NSD2 NUP188 OFD1 OTUD6B PACS1 PDE6D PGAP1 PGAP2 PGAP3 PIBF1 PIGG PIGL PIGO PIGS PIGV PIGW PIGY PPP1CB PPP2R3C PRR12 PTPRF PUF60 PUS7 RAC1 RAD21 RHOBTB2 RNF2 ROBO1 RPGRIP1L RPS23 RPS6KA3 RUSC2 SEMA3E SETD2 SETD5 SHMT2 SLC45A1 SMARCA2 SMC1A SMC3 SMPD4 SOX11 SPATA5 SPECC1L SPEN SPOP STAG2 STRADA STXBP1 SUFU SUPT16H SZT2 TAF6 TASP1 TBCK TBX4 TCTN1 TCTN2 TCTN3 TFAP2B TGDS TMCO1 TMEM138 TMEM216 TMEM218 TMEM231 TMEM237 TMEM67 TMEM94 TOGARAM1 TOPORS TRIO TRRAP TTC5 TWIST2 UGP2 VPS35L WASHC4 ZBTB18 ZEB2 ZNF423 ZNF462 ZSWIM6 HP_HIGHLY_ELEVATED_CREATINE_KINASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HIGHLY_ELEVATED_CREATINE_KINASE ANO5 CRPPA DPM3 FDX2 LAMA2 LPIN1 MT-CO1 MT-CO3 OBSCN POPDC3 PYGM HP_HIGH_ANTERIOR_HAIRLINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HIGH_ANTERIOR_HAIRLINE ADARB1 ADNP ALX1 ALX3 ANKRD17 ATP6V1B2 BICRA CCNK CDH1 CLCN3 CPLX1 CTBP1 CWC27 DEAF1 DHX30 DLX4 DPH2 EFNB1 FAT4 FGD1 FLNA GDF11 GMPPA GNB2 H1-4 H4C5 HEATR3 HS2ST1 HYOU1 IFIH1 JARID2 KCNH1 KDM1A LETM1 LMX1B LRP2 MED12 MEIS2 MID1 NELFA NEPRO NOVA2 NSD1 NSD2 PEX1 PEX6 PIGG PIGK PPP1CB PRKD1 RALGAPA1 RERE SATB1 SETD2 SIN3A SLC35C1 SLC9A7 SMO SOS1 SPECC1L SPEN STAG2 STT3A SYT1 TBL1XR1 THOC6 TWIST1 UGP2 WNT4 ZC4H2 HP_HIGH_FOREHEAD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HIGH_FOREHEAD AARS1 ACTB ACTL6B ADAT3 AGO1 AKT3 ALDH6A1 ALG11 ANKRD11 ANTXR1 AP1S1 AP1S2 AP3B2 APC ARID2 ARV1 ARX ATAD3A ATN1 ATP1A2 ATP1A3 ATP6AP1 ATP6V1A ATP6V1B2 ATP7A BAZ1B BCL7B BCORL1 BMP4 BPNT2 BRAF BUB1 BUB1B BUB3 BUD23 CACNA1A CACNA1B CACNA2D1 CAMK2G CARS1 CBL CCND2 CDC42BPB CDH1 CDH11 CDK19 CDKL5 CELF2 CENPJ CEP57 CLIP2 CLTC CNKSR2 COX7B CPLX1 CPT2 CRIPT CTBP1 CTCF CTNND1 CUL4B CYFIP2 DALRD3 DHDDS DHX30 DIS3L2 DNAJC30 DNM1 DPH5 DVL1 DVL3 EBF3 EEF1A2 EIF4H ELN EPB41L1 ERF ETFA ETFB ETFDH EXOSC1 EXT2 FBN1 FBXO11 FBXO28 FGF12 FGF13 FGFR1 FGFR2 FGFR3 FGFRL1 FIG4 FKBP6 FLI1 FOCAD FRA10AC1 FRMPD4 FUT8 FZR1 GABBR2 GABRA2 GABRA5 GABRB2 GABRG2 GALNT2 GATA4 GH1 GHR GJA1 GLI3 GMNN GNB2 GNPAT GNPTAB GRIN2D GTF2I GTF2IRD1 GTF2IRD2 H3-3A H3-3B HBA1 HBA2 HCN1 HIC1 HIVEP2 HNRNPH1 HNRNPU HSD17B4 HUWE1 IFT122 IFT140 IFT52 IGBP1 IL11RA INPPL1 KANSL1 KCNA2 KCNB1 KCNH1 KMT2A KMT2D KMT5B KNSTRN KRAS LBR LETM1 LIMK1 LMX1B LRP5 LZTR1 MADD MAF MAN2C1 MAP2K1 MAP2K2 MAPK1 MDH1 MED12 MED12L MED25 MEF2C METTL27 MLXIPL MMACHC MRAS MTM1 MTOR MTX2 MYOD1 NAA10 NCF1 NECAP1 NELFA NEU1 NFIB NFIX NPHP3 NRAS NSD1 NSD2 NSRP1 NTRK2 NUS1 NXN ODC1 ORAI1 PACS2 PAFAH1B1 PARS2 PDCD6IP PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PHIP PIGG PIGT PIGU PIK3CA PIK3CD PIK3R2 POC1A POLR2A PPP1CB PPP1R21 PPP3CA PRDX1 PTPN11 PURA RAF1 RASA2 RBM8A RFC2 RIN2 RIT1 RNF113A RRAS RRAS2 SATB1 SATB2 SCN1A SCN3A SCN8A SCNM1 SCUBE3 SERPINH1 SETBP1 SETD1A SETD2 SETD5 SH3PXD2B SHPK SIN3A SIX2 SKI SLC13A5 SLC1A2 SLC1A3 SLC38A3 SMAD3 SOS1 SOS2 SOX6 SOX9 SPRED2 SPTBN1 STIM1 STRADA STX1A SUPT16H SYNGAP1 SYNJ1 SYT1 SZT2 TAFAZZIN TAOK1 TBCE TBL1XR1 TBL2 TBX1 TCF20 TET3 THOC2 THOC6 TMEM237 TMEM270 TP63 TRAK1 TRIO TRIP13 TRPV4 TRPV6 TWIST1 UBA2 UBA5 UBE2A UNC80 UPF3B VAC14 VPS37D WASHC5 WDR35 WDR37 WDR4 WLS WWOX XRCC4 YWHAE YWHAG ZC4H2 ZDHHC9 ZIC1 ZIC2 HP_HIGH_FREQUENCY_HEARING_IMPAIRMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HIGH_FREQUENCY_HEARING_IMPAIRMENT AP1S2 DSPP GJB3 LMX1A MYH9 POLRMT RPGR SMPX HP_HIGH_FREQUENCY_SENSORINEURAL_HEARING_IMPAIRMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HIGH_FREQUENCY_SENSORINEURAL_HEARING_IMPAIRMENT ASAH1 CEP250 FGF3 FKBP14 LMNA ZMPSTE24 HP_HIGH_HYPERMETROPIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HIGH_HYPERMETROPIA ALDH1A3 ARSG ARV1 BAZ1B BCL7B BEST1 BLOC1S3 BUD23 CASZ1 CDH23 CEP78 CIB2 CLIP2 CLRN1 CNNM4 CRB1 CSTA DNAJC30 EIF4H ELN ESPN FGF3 FKBP6 GABRD GJA1 GTF2I GTF2IRD1 GTF2IRD2 HARS1 HSPG2 IFT122 IFT43 IFT52 KCNAB2 LCA5 LIMK1 LRMDA LUZP1 MED25 METTL27 MFRP MLXIPL MMP23B MT-TS2 MYO7A NCF1 NMNAT1 OGT OTX2 PCDH15 PDPN PIK3R1 PRDM16 PRKCZ PRSS56 RAI1 RAX RERE RFC2 RMRP RPGRIP1 SIX6 SKI SLC6A6 SMAD4 SOX2 SPEN STX1A TAOK1 TBL2 TGM5 TMEM270 TMEM98 TUBB4B UBE4B USH1C USH1G VPS37D WDR19 WDR35 WDR45 ZMYM2 HP_HIGH_MYOPIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HIGH_MYOPIA ADAMTS10 ADAMTS17 ADAMTSL4 ARR3 ASPH ASXL1 ATP6V0A2 ATP6V1A ATP6V1E1 B4GALT1 BAP1 BLOC1S3 CCNQ CNGB3 COL11A1 COL11A2 COL18A1 COL2A1 COL9A1 COL9A2 COL9A3 COX7B CPSF1 CRIPT CRYAB CYP1B1 CYP4V2 DAG1 DOHH DPH5 EFEMP1 EFL1 ELOVL4 ERBB3 EXOSC2 FBN1 FGFR3 GLRA2 GPR179 GZF1 HCCS HERC1 HS6ST2 IPO8 IRX5 KAT5 LAMB2 LOXL3 LRIT3 LRP2 LRPAP1 LTBP2 MAF MFSD8 MYOC NDP NDUFB11 NFIX NMNAT1 NYX P3H2 P4HA2 PAK2 PAX2 PDE6H POC1B POLR3B POMGNT1 PRDM5 PRIMPOL RAB28 RECQL4 RIN2 RP2 RPGR RPL10 SCO2 SLC39A5 SLITRK6 SMS TBC1D24 TGFBI TTC8 TTLL5 TTR VPS50 ZNF408 ZNF469 ZNF644 HP_HIGH_NARROW_PALATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HIGH_NARROW_PALATE AARS1 ABCC6 ACTA1 ACTA2 ADNP AFF4 AMER1 ANTXR1 APC ARID2 ARL6 ASXL3 ATN1 ATP7A BBS1 BCOR BCR BMPR1A BRAF CARS1 CCDC22 CCDC28B CDC45 CDC6 CDK10 CDT1 CNTN1 COL11A1 COL12A1 COL3A1 COPB1 CPT2 CREBBP CRKL DDX59 DIS3L2 DPM1 DPYSL5 DVL1 DVL3 ELN EP300 ERCC2 ERCC3 ERMARD FBN1 FGFR1 FGFR3 FIG4 FOXE3 FOXP2 FZD2 GIPC1 GMNN GNE GPC3 GPC4 GRB10 GTF2E2 GTF2H5 H4C5 HECW2 HEY2 HNRNPK IFT122 INTU IPO8 KCNK9 KIF26A KLHL41 LOX LRP12 LRP4 MAP2K1 MAP3K7 MAPK1 MARS1 MAT2A MCM3AP MED12L MED25 MEGF8 MFAP5 MPLKIP MUSK MYH11 MYLK MYMX NAA10 NDUFAF6 NEB NIPBL NONO NOTCH2NLC NOTCH3 NSD1 ORC1 ORC4 ORC6 PCDHGC4 PCLO PEX1 PEX5 PIEZO2 PIGT PLOD1 POR PRKG1 PTDSS1 PTEN PTPN11 RECQL4 RET RILPL1 RNF113A RUNX2 SCARF2 SIN3A SKI SLC25A12 SLC25A24 SLC6A17 SMAD2 SMAD3 SMAD4 SMARCA2 SMG9 SMS SPEN SPRED1 SPRED2 SPTBN1 TAF1 TAOK1 TARS1 TBCK TBX1 TCTN3 TGFB2 TGFB3 TGFBR1 TGFBR2 THSD4 TPM3 UBE3B UFC1 VAC14 VPS13B VPS35L WASHC5 WNT5A WNT7A HP_HIGH_OUTPUT_CONGESTIVE_HEART_FAILURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HIGH_OUTPUT_CONGESTIVE_HEART_FAILURE CACNA1S ENG EPHB4 HBB RASA1 RYR1 HP_HIGH_PALATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HIGH_PALATE AARS1 AASS ABCC6 ABL1 ACTA1 ACTA2 ACTN2 ADA2 ADAM22 ADARB1 ADAT3 ADNP AEBP1 AFF4 AGRN AIFM1 AK9 AKT1 ALDH6A1 ALG14 ALG2 ALG3 AMER1 ANAPC7 ANK1 ANKRD11 ANO1 ANOS1 ANTXR1 AP1G1 AP1S2 AP4B1 AP4E1 AP4M1 AP4S1 APC ARCN1 ARHGEF2 ARID1A ARID1B ARID2 ARL6 ARX ASH1L ASPH ASXL3 ATAD1 ATG7 ATN1 ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 ATP7A ATP9A ATR ATRX B3GALT6 BAP1 BBS1 BCOR BCR BGN BICRA BIN1 BLNK BLTP1 BMP2 BMP4 BMPR1A BRAF BRAT1 BRCA1 BRCA2 BRD4 BRIP1 CA2 CACNA1S CACNA2D1 CAMSAP1 CAMTA1 CARS1 CASK CBL CBS CCDC22 CCDC28B CCDC47 CD79A CD79B CD96 CDC45 CDC6 CDH11 CDH2 CDK10 CDK19 CDON CDT1 CEP152 CFL2 CHAMP1 CHAT CHD3 CHKA CHRNA1 CHRNB1 CHRND CHRNE CHRNG CHST14 CHST3 CLCF1 CLCN3 CLP1 CLTC CNOT1 CNTN1 CNTNAP1 COG1 COG5 COL11A1 COL12A1 COL13A1 COL1A2 COL2A1 COL3A1 COL5A1 COL6A1 COL6A2 COL6A3 COLEC11 COLQ COPB1 COX14 COX6A2 CPLANE1 CPSF3 CPT2 CREBBP CRKL CRLF1 CSNK2A1 CTBP1 CTNNB1 CTNND2 CTSK CTU2 CUL4B DBH DCHS1 DDHD2 DDR2 DDX11 DDX3X DDX59 DDX6 DEAF1 DHPS DHX30 DIS3L2 DISP1 DLG3 DLK1 DLL1 DMXL2 DOCK3 DOK7 DPAGT1 DPH5 DPM1 DPM2 DPYD DPYSL5 DSE DST DVL1 DVL3 EBP ECM1 EDEM3 EEF1A2 EFEMP2 EFL1 EFNB1 EIF2AK3 EIF4A3 ELN ENPP1 EP300 EPG5 ERCC2 ERCC3 ERCC4 ERLIN2 ERMARD ESCO2 EXOC7 EXOSC9 EYA1 FAM149B1 FAM20C FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FARSB FAT4 FBN1 FBN2 FBXL3 FBXO28 FGF8 FGFR1 FGFR2 FGFR3 FH FIG4 FLCN FLNA FLNB FN1 FOXE3 FOXH1 FOXL2 FOXP2 FRA10AC1 FRAS1 FREM2 FRMPD4 FUT8 FZD2 G6PC3 GABRA3 GAS1 GATA1 GATA4 GATAD2B GBA1 GEMIN4 GFPT1 GIPC1 GJA1 GJA5 GJA8 GLE1 GLI2 GMNN GMPPB GNB1 GNB2 GNE GNPAT GPC3 GPC4 GPT2 GRB10 GRIP1 GSC GTF2E2 GTF2H5 H19 H4C5 HACD1 HBA1 HBA2 HDAC8 HEATR3 HECW2 HERC1 HEY2 HIVEP2 HNRNPH1 HNRNPH2 HNRNPK HNRNPU HOXB1 HPDL HPGD HRAS HSD17B4 HSPA9 HSPG2 HUWE1 HYMAI HYOU1 IBA57 IER3IP1 IFT122 IFT140 IGBP1 IGF1R IGF2 IGHM IGLL1 IL11RA IL6ST INSR INTU IPO8 IRX5 ITGA7 KANSL1 KBTBD13 KCNH1 KCNJ2 KCNJ5 KCNJ6 KCNK9 KCNMA1 KCNN3 KDM5C KDM6A KIAA0753 KIF26A KIF7 KLHL41 KLHL7 KLLN KMT2A KMT2B KMT2D KPTN KRAS L1CAM LAGE3 LAMB2 LETM1 LGI4 LIG4 LMBRD1 LMNA LMOD3 LOX LRP12 LRP4 LRRC8A LTBP1 LTBP2 LZTR1 MAD2L2 MADD MAMLD1 MAN2C1 MAP1B MAP2K1 MAP2K2 MAP3K20 MAP3K7 MAPK1 MAPK8IP3 MAPKAPK5 MARS1 MAT2A MCM3AP MECP2 MED12 MED12L MED13L MED25 MEG3 MEGF10 MEGF8 MESD MFAP5 MID1 MINPP1 MKKS MN1 MOGS MPLKIP MRAS MRPL12 MSTO1 MT-TE MT-TN MT-TS1 MTM1 MTX2 MUSK MYBPC1 MYCN MYH11 MYH2 MYH3 MYH7 MYL1 MYL11 MYL2 MYLK MYMK MYMX MYO18B MYO9A MYOD1 MYPN NAA10 NALCN NCDN NDUFA8 NDUFAF6 NEB NEFL NEK1 NEK9 NF1 NFIX NIPBL NODAL NONO NOTCH2 NOTCH2NLC NOTCH3 NR2F1 NRAS NRCAM NSD1 NSDHL NSRP1 NSUN2 NUP107 NUP188 NUP88 OBSL1 OCLN ODC1 OFD1 OGDHL ORC1 ORC4 ORC6 OSGEP OTUD6B PAFAH1B1 PAH PAK3 PALB2 PAX1 PAX7 PCDHGC4 PCGF2 PCLO PDE6D PDHX PDZD8 PEPD PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PGAP2 PGAP3 PGM2L1 PGM3 PHIP PIEZO2 PIGA PIGB PIGH PIGL PIGN PIGO PIGT PIGU PIGV PIGW PIGY PIK3CA PIK3R1 PLAA PLAGL1 PLCH1 PLOD1 PLXND1 PMM2 POGZ POLR1B POLR1C POLR1D POLR2A POLRMT POR PPP1CB PPP1R21 PPP2CA PPP2R5D PQBP1 PRKG1 PRMT7 PRPS1 PSAT1 PTCH1 PTDSS1 PTEN PTPN11 PTPN14 PUM1 PURA PUS1 PUS7 PYCR1 PYCR2 PYROXD1 QARS1 QRICH1 RAB18 RAB23 RAB3GAP1 RAB3GAP2 RAD21 RAD51 RAD51C RAF1 RAPSN RASA2 RBM10 RECQL4 REEP1 RERE RET REV3L RFWD3 RFX7 RILPL1 RIN2 RIT1 RNASEH1 RNF113A RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS23 RPS24 RPS26 RPS27 RPS28 RPS29 RPS6KA3 RPS7 RRAS RRAS2 RRM2B RTL1 RUNX2 RUSC2 RYR1 RYR3 SATB2 SC5D SCARF2 SCN4A SCNM1 SCO2 SDHB SDHC SDHD SEC23A SEC23B SEC24D SEC31A SELENON SEMA5A SET SETBP1 SH3PXD2B SHANK3 SHH SHOC2 SHOX SIAH1 SIK3 SIN3A SIX1 SIX3 SKI SLC10A7 SLC12A6 SLC17A5 SLC18A3 SLC25A1 SLC25A12 SLC25A24 SLC26A2 SLC2A10 SLC35A2 SLC39A13 SLC39A7 SLC5A7 SLC6A17 SLF2 SLX4 SMAD2 SMAD3 SMAD4 SMARCA2 SMARCB1 SMARCD1 SMC1A SMC3 SMC5 SMCHD1 SMG9 SMOC1 SMS SNAP25 SNIP1 SNRPB SNRPN SNX14 SON SOS1 SOS2 SOX11 SOX6 SOX9 SP7 SPATA5L1 SPEG SPEN SPI1 SPOP SPRED1 SPRED2 SPTBN1 SPTBN4 SRY STAC3 STAG1 STAG2 STAT3 STIL SURF1 SYNGAP1 SYT2 TAB2 TAF1 TAF6 TAOK1 TARS1 TASP1 TBC1D20 TBC1D24 TBCK TBX1 TBX4 TCF3 TCOF1 TCTN3 TDGF1 TET3 TFAP2A TGDS TGFB2 TGFB3 TGFBR1 TGFBR2 TGIF1 THOC2 THSD4 TIMM50 TLK2 TMCO1 TMEM216 TNNI2 TNNT1 TNNT3 TOE1 TOGARAM1 TOPORS TPM2 TPM3 TRIO TRIP12 TRIP4 TRMU TRPM3 TRPS1 TSPEAR TSR2 TTC5 TTN TUBB TUBB3 TWIST1 TWIST2 TWNK UBA1 UBE2T UBE3B UFC1 UPF3B USF3 USP9X VAC14 VAMP1 VPS13B VPS35L VPS51 WARS2 WASHC5 WDR11 WDR35 WDR4 WDR73 WLS WNT5A WNT7A XRCC2 YARS1 YARS2 YWHAE YY1 ZBTB20 ZBTB24 ZC4H2 ZDHHC9 ZIC2 ZMPSTE24 ZMYM2 ZNF292 ZNF341 ZNF668 ZNF699 HP_HIGH_PITCHED_CRY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HIGH_PITCHED_CRY ABAT ALPL ATP1A3 ATP5F1A FIG4 MECP2 PNPO HP_HIGH_PITCHED_VOICE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HIGH_PITCHED_VOICE ADAMTSL2 AR ARID1B BLM BSCL2 CHRNB1 CTNND2 ERCC4 FAM111A FMR1 GHR GRB10 HSPG2 IGF1R ITPA LMNA MDM2 MED12 MFN2 MORC2 MTX2 MYH7 NBAS ORC4 P4HB PCNT POC1A POLD1 PPP1R15B RBBP8 RIN2 SEC24D SELENON SEMA5A SERPINH1 SMARCAL1 SRCAP STAT5B SYT2 TRIM37 TRMT10A TTN WRN XRCC4 ZMPSTE24 HP_HIGH_SERUM_CALCITRIOL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HIGH_SERUM_CALCITRIOL CLCN5 GALNT3 KL SLC34A1 SLC34A3 VDR HP_HIPPOCAMPAL_ATROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HIPPOCAMPAL_ATROPHY ABCA7 BICRA CAMTA1 CPA6 GRM7 NEK1 RNU4ATAC SLITRK2 HP_HIP_CONTRACTURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HIP_CONTRACTURE ACTA1 APC2 BICD2 BIN1 COL25A1 COL2A1 ERCC8 ERGIC1 ERLIN2 F8 FBN2 FKBP10 GARS1 GNB2 GNPTAB HACD1 HS2ST1 HSPG2 ITGA7 KAT6B LGI4 LMNA MAP3K20 MAP3K7 MMP2 MUSK MYH3 MYL1 MYL11 MYL2 NALCN NFATC2 NSD1 P4HTM PI4KA PIGA PIGY PNPT1 PTH1R RMRP RNU4ATAC RYR1 SCN4A SCYL2 SELENON SETD2 SLC10A7 SLC26A2 SLC6A9 SPEG TELO2 TNNT1 TPM2 TPM3 TRPV4 TTN UBA1 UNC80 ZBTB20 ZC4H2 HP_HIP_DISLOCATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HIP_DISLOCATION AARS1 ABCC9 ACTA1 ADAMTS2 ADAMTSL2 AEBP1 AFF3 AGRN AKT1 ALDH18A1 ALG9 APC ARNT2 ATAD1 ATP6V0A2 ATP6V1A ATP6V1E1 ATP7A ATR B3GALT6 B3GAT3 BICD2 BRCA1 BRCA2 BRD4 BRIP1 C12orf57 CCDC47 CCDC8 CD96 CDON CEP85L CFL2 CHAT CHRM3 CHRNG CHST3 CLCN3 CLTCL1 COL12A1 COL13A1 COL1A1 COL1A2 COL25A1 COL27A1 COL2A1 COL3A1 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 COLEC10 COLEC11 COX8A CPLX1 CTBP1 CUL7 DHCR7 DHODH DISP1 DLL1 DNAJC21 DPYSL5 DSTYK DVL1 DVL3 EBP ECEL1 EFEMP2 EIF2AK3 EIF4A3 ELN ERCC1 ERCC4 ERGIC1 EXOC6B EXOSC3 EYA1 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FBLN1 FBLN5 FGF8 FGFR1 FGFRL1 FHL1 FIG4 FKRP FLI1 FLNA FLNB FOXH1 FUT8 FZD2 GAS1 GDF5 GEMIN4 GJA1 GLI2 GLI3 GLRA1 GLRB GMPPB GNPTAB GORAB GPC3 GPC4 GPHN GSC HACD1 HACE1 HDAC4 HDAC8 HK1 HNRNPH1 HOXA11 HPRT1 HSPG2 IARS2 IFIH1 IL6ST INPP5K IPO8 ITGA7 KANSL1 KAT6B KDM6A KIF22 KLHL41 KMT2D LARGE1 LETM1 LMNA LMOD3 LONP1 LRP4 LTBP1 LYSET MACF1 MAD2L2 MAP3K20 MAP3K7 MASP1 MBTPS2 MCTP2 MKKS MYH3 MYH8 MYL2 MYO9A NAA10 NEB NFIX NGLY1 NIPBL NKX3-2 NODAL NSD2 NSDHL OBSL1 OCRL OSGEP PAFAH1B1 PALB2 PIEZO2 PIGL PLCH1 PLOD1 POLR3B POMT1 POMT2 PORCN PPP2R5D PTCH1 PTEN PTRH2 PUF60 PYCR1 PYCR2 RAD21 RAD51 RAD51C RBM8A RECQL4 RFWD3 RNU4ATAC RUNX2 RYR1 RYR3 SCYL2 SEC31A SELENON SF3B4 SHH SHROOM4 SIL1 SIX1 SIX3 SLC12A2 SLC18A3 SLC25A1 SLC2A10 SLC35A3 SLC5A7 SLC6A5 SLC6A9 SLX4 SMC1A SMC3 SMO SMOC1 SNAP25 SNRPB SOX9 SPARC STAG2 STIL SYT2 TBCD TBX15 TDGF1 TELO2 TFE3 TGIF1 THRA TNNT3 TONSL TOR1A TPM2 TPM3 TRIM8 UBA2 UBE2T UBE3B USP9X VAC14 VAMP1 WNT5A WNT7A XRCC2 XYLT1 YWHAE ZC4H2 ZIC2 ZIC3 ZMPSTE24 ZNF469 HP_HIP_DYSPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HIP_DYSPLASIA ADAMTS2 ADAMTSL2 ANKRD11 ARSB ARSK ATAD3A ATN1 ATP1A3 ATP6V1A ATP6V1E1 ATP7A ATR ATRIP B3GALT6 BAP1 BICD2 BPNT2 BRD4 CASZ1 CCDC47 CCDC8 CENPE CENPJ CEP152 CNOT3 COG6 COL10A1 COL1A1 COL1A2 COL2A1 COL9A2 COMP CPLX1 CREBBP CTBP1 DDB1 DNA2 DPYSL5 DVL1 DVL3 EP300 EXT1 FARS2 FGFRL1 FZD2 GABRD GDF5 GLB1 GLE1 GLI3 GMNN GNPTAB GNS HDAC8 HEATR3 HERC2 HIVEP2 HNRNPK HNRNPR HOXA11 HSPG2 IDS INPP5K IPO8 IRX5 KANSL1 KCNAB2 KCNK4 KDM3B KDM6A KMT2D LETM1 LGI3 LMNA LUZP1 MAGEL2 MATN3 MBD5 MECOM MED12 MKRN3 MMP13 MMP23B MRPS25 MYH7 NDN NFIX NGLY1 NIN NIPBL NPAP1 NRCAM NSD2 NUP85 OCA2 OGDHL PCNT PDPN PGAP2 PGAP3 PHIP PIEZO2 PIGL PIGO PIGV PIGW PIGY PLK4 POLR3A PPP2R1A PPP2R3C PRDM16 PRDM5 PRIM1 PRKCZ PUF60 PWAR1 PWRN1 RAB11B RAD21 RBBP8 RERE RNF13 SELENON SETBP1 SH3PXD2B SH3TC2 SHPK SIL1 SIM1 SKI SLC26A2 SLC2A10 SLC35A3 SMARCA2 SMC1A SMC3 SNORD115-1 SNORD116-1 SNRPN SPEN SRCAP TAF1 TBX4 TET3 TFE3 THOC2 TRAIP TRAPPC11 TRPM3 TRPS1 TRPV4 TTN UBA2 UBE4B UFSP2 UMPS UNC45A USP7 USP9X VIPAS39 VPS33B WDR19 WDR26 WNT5A ZBTB20 ZNF469 HP_HIP_FLEXOR_WEAKNESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HIP_FLEXOR_WEAKNESS AGRN AK9 CHRNA1 CHRNB1 CHRND CHRNE COL13A1 DOK7 FLNC GNE LRP4 MUSK MYOT RAPSN SCN4A HP_HIP_OSTEOARTHRITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HIP_OSTEOARTHRITIS ACAN ANKRD55 CD247 CLCN7 COL2A1 COMP FRZB GDF5 HLA-B IL2RA IL2RB PTPN2 PTPN22 SMAD2 SMAD3 STAT4 TRAPPC2 TRPV4 HP_HIP_PAIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HIP_PAIN BSCL2 COL2A1 HNRNPA1 HNRNPA2B1 HYAL1 LEMD3 LMNA MATN3 TRPV4 VCP ZMPSTE24 HP_HIP_SUBLUXATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HIP_SUBLUXATION AFF4 B3GALT6 BICRA DDR2 DHCR7 EIF2AK3 EIF4A3 FAT4 GET4 GNB2 GNPTAB IFIH1 KIF22 LMNB2 NEPRO NFIX OSTM1 PLOD1 SLC35A2 THOC2 TONSL TRAPPC12 ZNF407 HP_HIRSUTISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HIRSUTISM ABCA5 ABCC9 ADAMTS2 ADNP AFF4 AGPAT2 AIMP2 AIP AKT1 ALMS1 ARID1A ARID1B ARID2 ARL6 ARMC5 ARSB ARX ASXL1 ASXL3 ATP6V1B2 ATRX BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCL11B BMP1 BMP15 BRAF BRD4 BSCL2 CACNA1G CAPN15 CASZ1 CAV1 CAVIN1 CCBE1 CCDC28B CDH23 CDK5 CEP19 CEP290 CFAP418 CKAP2L CLN3 CNOT2 CNP COPB1 CPOX CREBBP CTSC CYP11B1 CYP19A1 DLK1 DPF2 ELMO2 EMC10 EP300 ERCC6 FGFR2 FLNA FRMD4A FSHR FUT8 GABRD GJA1 GJB3 GJB4 GLB1 GLI3 GNAS GNB2 GNE GNS GPR101 GUSB H6PD HDAC8 HGSNAT HIVEP2 HNRNPR HSD3B2 HSPG2 IDUA IFT172 IFT27 IFT74 INSR IPO8 IRF6 KCNAB2 KCNH1 KCNJ8 KDM6A KDSR KMT2A KMT2D LMNA LMNB2 LRPPRC LUZP1 LZTFL1 MAB21L1 MAP1B MAP3K1 MAP3K7 MAPK1 MAPRE2 MBD5 MC1R MEG3 MGAT2 MKKS MKS1 MMP14 MMP2 MMP23B MOGS NAGLU NANS NFIX NIPBL NKX6-2 NOTCH2 NPHP1 NR3C1 NRAS OFD1 OTUD5 PAPSS2 PDE11A PDPN PEPD PLAA POLR3A POR PPARG PPP1R21 PRDM16 PRKACA PRKAR1A PRKCZ PRKG2 PRMT7 PTEN RAB18 RAB3GAP1 RAB3GAP2 RAD21 RECQL RERE RIN2 RPL10 RTL1 SCAPER SCLT1 SDCCAG8 SETBP1 SETD2 SGSH SHROOM4 SKI SLC25A12 SLC25A24 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCD2 SMARCE1 SMC1A SMC3 SMO SOX11 SOX4 SOX6 SPEN SRCAP SUCLA2 TAF1 TAF6 TASP1 TBC1D20 TBCD TBCK TBX15 TOE1 TP53 TP63 TRIM32 TRIO TTC5 TTC8 TUBB TWIST1 TWIST2 UBE2A UBE4B UFC1 USP48 USP8 VPS33A WAC WASHC4 WDPCP WDR81 WNT4 XYLT1 HP_HISTIOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HISTIOCYTOSIS GPR35 IFNGR1 MST1 SEMA4D SLC29A3 TCF4 HP_HITCHHIKER_THUMB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HITCHHIKER_THUMB ALG9 BPNT2 CHSY1 CILK1 CNOT1 FLNB MEGF8 SLC26A2 HP_HOARSE_CRY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HOARSE_CRY ASAH1 DLK1 DUOX2 EZH2 KRT14 KRT5 LAMA3 LAMB3 LAMC2 LTBP4 MEG3 PAX8 PIGN RTL1 TSHB HP_HOARSE_VOICE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HOARSE_VOICE ACAN ACTA1 ADAR AFF2 AGA AIP ARID1B ASAH1 BAZ1B BCL7B BUD23 C1R CDC73 CLIP2 DDRGK1 DEAF1 DLK1 DNAJC30 DUOX2 ECM1 EDA EED EIF4H ELN EZH2 FBN1 FKBP6 FLII FLNA GDAP1 GNE GNPTAB GPC3 GPC4 GPR101 GTF2I GTF2IRD1 GTF2IRD2 HACD1 HRAS IDS IFIH1 IQSEC2 ITGA7 KRT14 KRT16 KRT17 KRT5 KRT6A KRT6B LAMA3 LAMB3 LAMC2 LEMD3 LIFR LIMK1 LSM11 LTBP3 LTBP4 MAP3K20 MAPK1 MATR3 MEG3 METTL27 MFN2 MID1 MLXIPL MYH14 MYL2 NCF1 NFE2L2 NLRP1 NSD1 PAX8 PIGN POU1F1 PPP3CA RAI1 RFC2 RNASEH2A RNASEH2B RNASEH2C RNU7-1 RTL1 SAMHD1 SDHAF2 SDHC SDHD SELENON SERPING1 SHOC2 SLC19A2 SLC26A2 SMS SPART SPTBN1 STX1A SUZ12 TBC1D2B TBL2 THRA TLK2 TMEM270 TPM2 TPM3 TREX1 TRH TRHR TRPV4 TSHB VPS37D HP_HODGKIN_LYMPHOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HODGKIN_LYMPHOMA AAGAB ATM CASP10 CD27 CD70 CDKN2A CHEK2 COL14A1 DEF6 DKC1 FAS FASLG ITK KLHDC8B MAGT1 MDM2 PGM3 POLE PRKCD RASGRP1 RNF43 SOCS1 STAT3 STK4 TCF4 TNFRSF9 TP53 HP_HOFFMANN_SIGN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HOFFMANN_SIGN ABCD1 ALDH18A1 BCAT2 CHP1 GALC PI4KA REEP2 UCHL1 HP_HOLOPROSENCEPHALY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HOLOPROSENCEPHALY B3GALNT2 B9D1 B9D2 BUB1 BUB1B BUB3 C2CD3 CC2D2A CDON CEP290 CEP57 CHD7 CILK1 CNOT1 CRPPA CSPP1 DHCR7 DISP1 DLL1 FGF8 FGFR1 FGFR3 FKRP FKTN FOXA2 FOXH1 GAS1 GLI2 GLI3 GMPPB GPKOW HESX1 HOXA2 L1CAM LARGE1 LHX4 MKS1 MTHFR NODAL OTX2 PLCH1 POMGNT1 POMT1 POMT2 POU1F1 PPP1R12A PROP1 PRRX1 PTCH1 RAD21 RB1 RPGRIP1 RPGRIP1L RTTN SALL1 SEC31A SEMA3E SHH SIX3 SMC1A SOX2 STAG2 SUFU TCTN1 TCTN2 TCTN3 TDGF1 TGIF1 TMEM107 TMEM216 TMEM231 TMEM237 TMEM67 TRIP13 TXNDC15 VANGL2 WDR81 ZIC2 HP_HOMOCYSTINURIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HOMOCYSTINURIA ABCD4 ASPH CBS HCFC1 LMBRD1 MMACHC MMADHC MTHFR MTR MTRR PRDX1 HP_HOODED_EYELID https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HOODED_EYELID AP1G1 CDC42BPB MYMX PIGQ PRR12 SMC3 SOX6 HP_HORIZONTAL_EYEBROW https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HORIZONTAL_EYEBROW ADAM17 CASZ1 CDK19 CNOT2 COL18A1 DDB1 DEAF1 DNMT3A EBF3 EGFR FOXP2 GABRD GNB2 H4C5 HEATR3 HSPG2 INTS1 KCNAB2 KCNK4 LUZP1 MED13L MMP23B PDPN PRDM16 PRKCZ RALA RALGAPA1 RERE SKI SPEN SYT1 TRAPPC9 UBE4B HP_HORIZONTAL_NYSTAGMUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HORIZONTAL_NYSTAGMUS ADAR AIFM1 ALDH18A1 ALG13 ALX4 ANO10 AP3B1 ARHGEF2 ASH1L ATG5 ATP13A2 ATP1A2 BEAN1 BLOC1S3 BRAT1 CACNA1A CACNA1G CHD8 CNGB3 COL18A1 COQ5 COX15 CWF19L1 DAB1 DNM1L DPP6 ERLIN2 EXOSC5 EXOSC9 FA2H FAR1 FGF14 FOXG1 FRMD7 GATA3 GBA1 GCH1 GMPPA GPR143 GRID2 GRIK2 GRM1 GRM6 HARS1 HMX1 HPS3 HPS4 HPS5 IARS2 IDH1 IMPDH2 IQSEC2 ITPR1 KCND3 KCNH1 KCNV2 KIF1C KIF5A LARGE1 LMNB1 LRP5 LYST MAB21L1 MARS2 MRE11 MRPL12 MT-ATP6 NDUFAF2 NDUFS2 NEDD4L NFIX NMNAT1 NR4A2 NSUN2 NUP54 NUP62 OPA1 PAX7 PDGFRB PET100 PEX16 PEX5 PIGL PLP1 POLR3B PRRT2 PSAP RBL2 SACS SCN1A SIX6 SLC18A3 SLC35B2 SNIP1 SOX3 SPTBN2 SPTBN4 STUB1 SUPT16H SURF1 SYT14 TAF2 TBC1D24 THG1L TMEM106B TMEM126A TPP1 TRAPPC6B TTBK2 TTR UBA5 UROC1 XRCC1 ZNF408 HP_HORIZONTAL_PENDULAR_NYSTAGMUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HORIZONTAL_PENDULAR_NYSTAGMUS ADAR ARHGEF2 CNGB3 LRP5 MT-ATP6 NUP54 NUP62 TMEM106B HP_HORIZONTAL_RIBS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HORIZONTAL_RIBS ABCD4 CCDC8 CEP120 COL2A1 CUL7 DYNC2H1 DYNC2I2 DYNC2LI1 DYNLT2B EVC EVC2 IFT81 INTU LBR NEK1 OBSL1 WDR35 HP_HORSESHOE_KIDNEY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HORSESHOE_KIDNEY ADA2 ADAMTS3 AFF3 AFF4 ARID1A ARID1B ARID2 BICRA BMPER CAPN15 CC2D2A CCBE1 CCNQ CD96 CFAP418 CHD7 CHST14 CHUK COLEC10 COLEC11 CWC27 DDB1 DDX59 DKC1 DPF2 DSE DSTYK DYNC2LI1 ESCO2 EXTL3 FANCA FANCC FANCD2 FANCE FANCI FAT4 FGFR2 GATA1 GRB10 GREB1L HEATR3 HMGA2 HNF1B HNRNPH1 HNRNPU HRAS KAT5 KDM6A KRAS LEMD3 MAP3K7 MNX1 MRPS34 MYCN NRAS PAX2 PBX1 POR PORCN PUF60 RARB RBM10 RBM8A RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 SALL4 SC5D SEMA3E SLX4 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMOC1 SNRPB SON SOX11 SOX4 SRY SSR4 STAG1 STRA6 TCTN3 THOC6 TRIP13 TSR2 UBA2 UBE2A WNT7B WT1 ZIC3 HP_HYDRANENCEPHALY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYDRANENCEPHALY CEP55 FLVCR2 GPKOW NDE1 PHGDH SNRPB TBX15 WDR81 HP_HYDROCELE_TESTIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYDROCELE_TESTIS ADAMTS3 AKT1 ANGPT2 APC2 ATAD3A CREBBP DPH2 EDEM3 EP300 EZH2 FLT4 FOCAD GJC2 KMT2D MDFIC MECOM MOGS NAA10 NSD1 PEX11B PIEZO1 PIGL PIGN PIK3CA PTEN SETD1A SETD2 SLC25A10 SOX18 SPECC1L TBX1 THSD1 VEGFC ZEB2 ZMYM2 HP_HYDROCEPHALUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYDROCEPHALUS AHI1 AKT1 AKT3 ALDH7A1 ALG13 AMER1 AP1S2 ARHGAP31 ARL13B ARL3 ARMC9 ARSB ARVCF B3GALNT2 B3GALT6 B3GAT3 B3GLCT B4GALT1 B4GAT1 B9D1 B9D2 BAP1 BICRA BLTP1 BRAF BRCA1 BRCA2 BRIP1 BUB1B CBY1 CC2D2A CCDC103 CCDC22 CCDC39 CCDC40 CCDC65 CCDC88C CCL2 CCND2 CCNO CDC40 CDC42BPB CDCA7 CDON CENPF CEP104 CEP120 CEP290 CEP41 CEP83 CFAP221 CFAP298 CFAP300 CFAP43 CFAP74 CHST3 CILK1 CLCN3 CLCN7 CLIC2 COG6 COL18A1 COL4A1 COMT COX7B CPLANE1 CPLX1 CPT2 CRB2 CRPPA CRTAP CSF1R CSPP1 CTBP1 CTNNA2 CTNNB1 CYP26C1 DAG1 DCC DENND5A DHCR24 DHCR7 DISP1 DLL1 DLL4 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAL1 DNMT3B DOCK6 DPH1 DPH2 DPYSL5 DRC1 EBP EML1 EOGT EPHB4 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ERF ESCO2 FAM111A FAM20C FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FBN1 FGF8 FGFR1 FGFR2 FGFR3 FGFRL1 FIG4 FKRP FKTN FLNA FLVCR2 FOXH1 FOXJ1 FRAS1 FTO FUZ GALC GAS1 GAS2L2 GAS8 GBA1 GCDH GFAP GLI2 GLI3 GMPPB GNAQ GP1BB GPC3 GPC4 GPSM2 GRIP1 GUSB H4C9 HBA1 HBA2 HCCS HDAC6 HELLS HERC1 HES7 HIRA HNRNPU HRAS HSPG2 HYDIN HYLS1 IARS2 IDS IDUA IFNG IFT172 IFT43 IFT74 INPP5E IRF4 JMJD1C KANSL1 KATNIP KDM4B KDM6A KIAA0586 KIAA0753 KIF1A KIF26A KIF7 KMT2D KRAS L1CAM LAMB1 LARGE1 LETM1 LIG4 LMBR1 LRRC56 MAD2L2 MAF MAN2B1 MAP2K1 MAP2K2 MBTPS2 MC1R MCIDAS MED12 MFN2 MKS1 MMACHC MPDZ MT-CYB MTHFR MTM1 MTRR MUSK MYT1L NADK2 NDUFB11 NEK10 NEU1 NF1 NF2 NFIX NKX3-2 NME5 NME8 NODAL NOTCH1 NOTCH2 NOTCH3 NPHP1 NRAS NRCAM NSD2 NSUN2 ODAD1 ODAD2 ODAD3 ODAD4 OFD1 OGDH OSTM1 P4HB PAK2 PAK3 PALB2 PDE6D PDGFB PEX19 PIBF1 PIEZO2 PIGU PIGV PIK3CA PIK3R2 PLCH1 PLG POLR3A POMGNT1 POMGNT2 POMK POMT1 POMT2 POR PORCN PPIL1 PPP1CB PPP2R1A PPP2R5D PRDX1 PRKAG2 PRKAR1A PTCH1 PTCH2 PTDSS1 PTEN PYCR1 RAC3 RAD51 RAD51C RASA1 RBPJ RECQL4 RFWD3 RNASEH2A RNF125 RNU4ATAC ROBO1 ROGDI RPGR RPGRIP1 RPGRIP1L RREB1 RSPH1 RSPH3 RSPH4A RSPH9 RSPO2 RXYLT1 SALL1 SAMD9 SCN4A SEC24C SEC24D SETD2 SF3B2 SF3B4 SHH SHOC2 SIK3 SIX3 SKI SLC13A5 SLC17A5 SLC25A24 SLC29A3 SLC2A1 SLX4 SMARCB1 SMARCC1 SMARCE1 SMC1A SMO SMOC1 SNX10 SOX2 SOX9 SPAG1 SPEF2 SPTBN1 STAG2 STIL STK36 SUFU SUMF1 TAF2 TAOK1 TBC1D7 TBX1 TBX15 TBXT TCIRG1 TCTN1 TCTN2 TCTN3 TDGF1 TERT TGFBR1 TGFBR2 TGIF1 TMEM107 TMEM138 TMEM216 TMEM218 TMEM222 TMEM231 TMEM237 TMEM67 TNFRSF11A TNFSF11 TOE1 TOGARAM1 TP53 TRAF7 TREM2 TRIM71 TRMT1 TRNT1 TRPV4 TRPV6 TSC1 TSC2 TTC12 TTC26 TUBB3 TXNDC15 TYROBP UBE2T UFD1 UNC45A USP7 VAC14 VANGL1 VANGL2 VPS33A VPS35L VSX1 WASHC5 WDR81 WNT3 XRCC2 ZBTB20 ZBTB24 ZIC2 ZIC3 ZMYND10 ZNF423 ZNHIT3 ZPR1 HP_HYDROMETROCOLPOS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYDROMETROCOLPOS BBS12 DYNC2LI1 GLI3 MKKS WT1 HP_HYDROPS_FETALIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYDROPS_FETALIS ABCC6 ADA2 ADAMTS3 AGGF1 AHCY ALG1 ALG8 ALG9 ALPK3 ASAH1 BSND CALCRL CARS2 CASP10 CCBE1 CDAN1 CHRNG COL11A1 COL1A1 COL1A2 COL2A1 CRLS1 CTSA DYNC2H1 DYNC2I1 DYNC2I2 ENPP1 EPB41 EPHB4 FAS FASLG FAT4 FIG4 FLNB FLT4 FOXC2 FOXF1 GATA1 GATB GATC GBA1 GBE1 GLB1 GRIP1 GUSB GYPC HADHA HBA1 HBA2 HEATR3 HSPG2 IFT80 KIAA0586 KIF20A KLF1 LARS2 LBR MCM10 MDFIC MECOM MGAT2 MMACHC MUSK NDUFB10 NEK1 NEK9 NEU1 NR1H4 NSF PIEZO1 PIGA PKLR PLD1 PMM2 PPP3CA PRKCD PTH1R QRSL1 RASA1 RASGRP1 RHD RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RYR1 SCN4A SCN5A SLC17A5 SLC26A2 SLC35D1 SOX18 SPTA1 SPTB TALDO1 TAPT1 THSD1 TRIM37 TRIP11 TSR2 UROD UROS VAC14 WDR35 WNT7A HP_HYDROURETER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYDROURETER ACTB ACTG1 ACTG2 AQP2 ARID1B AVPR2 BBS12 BCOR BRCA1 BRCA2 BRIP1 CCNQ CHRM3 DDB1 DYNC2LI1 EDNRA ERCC4 ERCC6 ERCC8 EVC EVC2 FAM20C FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FLNA FOXF1 GLI1 GLI3 GPC3 GPC4 HPSE2 HS2ST1 LAMA3 LAMB3 LAMC2 LMOD1 LONP1 MAD2L2 MBTPS2 MED12 MKKS MYH11 MYLK NAA10 NDUFAF3 PALB2 PIEZO2 PIGN PIGT PLD1 PRKACA PRKACB RAB23 RAD51 RAD51C RFWD3 RIPK4 RNU4ATAC SETBP1 SLX4 SMC3 SOS2 SOX17 TBX18 TP63 UBE2T WFS1 XRCC2 HP_HYDROXYPROLINEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYDROXYPROLINEMIA SLC36A2 SLC6A18 SLC6A19 SLC6A20 TNFRSF11B HP_HYDROXYPROLINURIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYDROXYPROLINURIA ALDH4A1 PLOD2 PRODH SLC36A2 SLC6A18 SLC6A19 SLC6A20 TNFRSF11A TNFRSF11B HP_HYPERACTIVE_DEEP_TENDON_REFLEXES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERACTIVE_DEEP_TENDON_REFLEXES ATP6AP2 ATXN1 ATXN2 BEAN1 DNM1L GALC GJA1 KCNC3 MAB21L1 MECP2 MRE11 PMP22 PRNP PRPS1 PRRT2 PRSS12 SAMD9L SDHA SDHAF1 SDHB SDHD SLC2A1 SMG9 STUB1 TANGO2 TIMM8A UROC1 HP_HYPERACTIVE_PATELLAR_REFLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERACTIVE_PATELLAR_REFLEX ALDH18A1 ANO10 ARL6IP1 ATP13A2 COX4I1 HARS1 HEXB IBA57 MTPAP NONO PGM3 SACS SDHA SDHAF1 SDHB SDHD SIGMAR1 HP_HYPERACTIVE_RENIN_ANGIOTENSIN_SYSTEM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERACTIVE_RENIN_ANGIOTENSIN_SYSTEM BSND CLCNKA CLCNKB KCNJ1 NR3C2 SCNN1A SLC12A1 SLC26A3 HP_HYPERACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERACTIVITY AARS1 AASS ABCD1 ACTL6B ACY1 ADAT3 ADGRL1 ADH5 ADNP ADSL AFF2 AGO1 AGO2 ALDH5A1 ALG14 ALKBH8 AMT ANAPC1 ANK3 ANKRD11 ANKRD17 AP1G1 AP2M1 AP3B2 APC2 ARG1 ARID1A ARID1B ARID2 ARPC4 ARV1 ARVCF ARX ASH1L ASPM ATP10A ATP1A1 ATP1A2 ATP1A3 ATP6V0A1 ATP6V1A ATP9A ATR ATRX AUTS2 BAP1 BAZ1B BCAP31 BCL7B BCORL1 BCR BMPR1A BRD4 BSCL2 BUD23 C12orf4 CABP4 CACNA1A CACNA1B CACNA1C CACNA1H CACNA2D1 CAMTA1 CARS1 CASK CC2D1A CCBE1 CDC42BPB CDH11 CDH2 CDK19 CDK8 CDKL5 CDKN1C CDON CELF2 CHD2 CHD3 CHD5 CHD7 CHD8 CHKA CHRNA2 CHRNA4 CHRNA7 CHRNB2 CIC CLCN3 CLCN4 CLIP2 CLN5 CLTC CNKSR2 CNTNAP2 COMT CORO1A CRBN CREBBP CRH CRKL CSGALNACT1 CSNK2A1 CUL3 CUL4B CUX2 CYFIP2 CYP27A1 DALRD3 DCDC2 DDB1 DDX3X DEAF1 DENND5A DEPDC5 DHCR7 DHDDS DHTKD1 DISP1 DLG3 DLL1 DMPK DMXL2 DNAJC12 DNAJC21 DNAJC30 DNM1 DPF2 DPH1 DPH2 DPP6 DPYD DRD4 DRD5 DYM DYNC1I2 DYRK1A EBP EEF1A2 EIF2AK1 EIF4H ELN EP300 EPCAM FAN1 FANCD2 FANCL FBXO11 FBXO28 FGD1 FGF12 FGF13 FGF8 FGFR1 FGFR3 FKBP6 FLCN FLG FLI1 FLII FMR1 FOXG1 FOXH1 FOXP1 FOXP2 FRMPD4 FZR1 GABBR2 GABRA1 GABRA2 GABRA5 GABRB2 GABRB3 GABRG2 GALC GALT GAMT GAS1 GATA4 GATAD2B GLDC GLI2 GLRA2 GLUD1 GNAO1 GNAQ GNB1 GNB5 GNE GNS GP1BB GRIA1 GRIK2 GRIN1 GRIN2A GRIN2D GRM7 GTF2I GTF2IRD1 GTF2IRD2 H3-3A H4C5 HAL HCN1 HDAC4 HDAC8 HDC HEPACAM HERC2 HGSNAT HIRA HIVEP2 HMGA2 HNRNPH2 HNRNPK HNRNPR HOXA2 HSPG2 HTT HUWE1 IFNG IGF1 IGF2 IKBKG IL1RAPL1 INPP5E IQSEC1 IQSEC2 JARID2 JMJD1C JRK KANSL1 KAT5 KAT8 KCNA1 KCNA2 KCNA4 KCNB1 KCNC2 KCNK9 KCNN2 KCNT1 KDM3B KDM4B KDM5C KDM6B KIF11 KIF14 KIF15 KMT2A KMT2B KMT5B KPNA3 KRAS LGI3 LHCGR LIG4 LIMK1 LMAN2L LNPK MADD MAGEL2 MANBA MAP1B MAPK1 MAPK10 MBD5 MCTP2 MECP2 MED12 MED12L MED13 MED13L METTL27 METTL5 MICU1 MID2 MKRN3 MLH1 MLH3 MLXIPL MSH2 MSH6 MTOR NAA15 NAGLU NBEA NBN NCF1 NDP NECAP1 NEUROD2 NEXMIF NF1 NFIA NFIB NFIX NIPA1 NIPA2 NIPBL NKAP NKX2-1 NLGN1 NODAL NOP56 NPAP1 NR2F1 NSD1 NSD2 NSDHL NSUN2 NTNG2 NTRK1 NTRK2 NUS1 OCA2 OCRL ODC1 OPHN1 PACS2 PAH PAK3 PANK2 PARS2 PCDH19 PCGF2 PCNT PDCD6IP PDE4D PDGFRB PDZD8 PHF21A PHIP PIDD1 PIEZO2 PIGP PIGQ PIK3CA PLA2G6 PLAG1 PLCH1 PMS1 PMS2 PNKP PNP POGZ POLA1 PPM1D PPP1R12A PPP1R21 PPP2CA PPP2R1A PPP3CA PRKAR1B PRKCG PRKD1 PRNP PRODH PRR12 PSMB1 PSMD12 PTCH1 PTCHD1 PTEN PUF60 PUS7 PWAR1 PWRN1 RAB39B RAC1 RAD21 RAI1 RERE RFC2 RFX7 RIC1 RPS20 RREB1 RSRC1 RUSC2 SATB2 SCAPER SCN1A SCN1B SCN2A SCN3A SCN8A SEC24C SEMA3E SEMA4A SETBP1 SETD2 SETD5 SGSH SH2B1 SH3KBP1 SHANK3 SHH SHMT2 SHOC2 SHROOM4 SIK1 SIM1 SIN3A SIX3 SLC13A5 SLC1A2 SLC1A4 SLC25A13 SLC25A22 SLC25A36 SLC2A1 SLC32A1 SLC38A3 SLC6A1 SLC6A19 SLC6A8 SLC7A6OS SLC9A7 SLF2 SLITRK1 SLITRK2 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMC5 SMPD1 SNORD115-1 SNORD116-1 SNRPN SOX11 SOX4 SOX5 SOX6 SPEN SPG7 SPR SPRED1 SPTBN1 SRCAP SRPX2 STAG2 STEEP1 STIL STS STX1A STXBP1 SUPT16H SYNGAP1 SYNJ1 SZT2 TAF1 TAF6 TANC2 TAOK1 TBC1D23 TBC1D2B TBL1X TBL2 TBX1 TBX2 TCF20 TDGF1 TET3 TGFBR2 TGIF1 THRB TIAM1 TIMM8A TKT TLK2 TMCO1 TMEM147 TMEM222 TMEM270 TMEM67 TNIK TNPO2 TNRC6B TPH2 TRAK1 TRAPPC14 TRAPPC9 TRIM8 TRIO TRIP12 TSC1 TSC2 TSHB TSHR TTI2 TUBA1A TUBB2B TUBB3 TUBG1 UBA5 UBE3A UBE3C UBE4A UBTF UFD1 UPF3B UQCC2 USP7 VPS13A VPS37D WAC WBP11 WDR62 WWOX YME1L1 YWHAG YY1 ZBTB20 ZDHHC9 ZIC2 ZMIZ1 ZMYM2 ZNF292 ZSWIM6 HP_HYPERACUSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERACUSIS BAZ1B BCL7B BUD23 CLIP2 DEAF1 DNAJC30 EIF4H ELN FKBP6 FLII GM2A GTF2I GTF2IRD1 GTF2IRD2 HEXB IQSEC2 LIMK1 METTL27 MLXIPL NCF1 PPM1D RAI1 RFC2 STX1A TBL2 TMEM270 TRIO VPS37D HP_HYPERALDOSTERONISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERALDOSTERONISM ARMC5 BSND CACNA1D CACNA1H CDKN2A CLCN2 CLCNKA CLCNKB CTNNB1 CYP11A1 CYP11B1 CYP11B2 GNAS INSR KCNJ1 KCNJ10 KCNJ16 KCNJ2 KCNJ5 NR3C2 OCRL PRKAR1A SCNN1A SCNN1B SCNN1G SLC12A1 SLC12A3 SLC26A3 TERT TP53 ZNRF3 HP_HYPERAMMONEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERAMMONEMIA AASS ACAD9 ACADM ACADVL ACAT1 ALDH18A1 ALG11 ARG1 ASL ASS1 ATP5F1A ATP5F1B ATP5F1D ATP5F1E ATP5MK ATPAF1 ATPAF2 BTD CA5A CAD CARS2 COX6B1 CPS1 CPT1A CPT2 CYC1 DLD EIF2AK3 FBXL4 FOCAD GLUD1 GLUL GOT2 HADH HADHA HADHB HLCS HMGCL HSD17B10 IARS1 LRPPRC MARS1 MCCC1 MCCC2 MECP2 MMAA MMAB MMACHC MMUT MRM2 MRPS22 MT-ATP6 MT-ATP8 MTO1 NAGS NBAS NDUFA6 NR1H4 OTC PCCA PCCB PDHB RINT1 SERAC1 SLC22A5 SLC25A13 SLC25A15 SLC25A20 SLC25A36 SLC25A42 SLC7A7 TANGO2 TMEM70 TSFM TUFM UQCRC2 UQCRH HP_HYPERAUTOFLUORESCENT_MACULAR_LESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERAUTOFLUORESCENT_MACULAR_LESION ARL6 ARSG BBS1 CCDC28B CFAP418 CFH CFI EFEMP1 GUCA1A GUCY2D POMGNT1 PRPH2 TLCD3B HP_HYPERAUTOFLUORESCENT_RETINAL_LESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERAUTOFLUORESCENT_RETINAL_LESION ARL6 ARSG BBS1 CCDC28B CFAP418 CFH CFI EFEMP1 GUCA1A GUCY2D IDH3A KIAA1549 KIF3B POMGNT1 PRPH2 TLCD3B HP_HYPERCALCEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERCALCEMIA ALPL AP2S1 APC2 BAZ1B BCL7B BTNL2 BUD23 CASR CCND1 CDC73 CDKN1A CDKN1B CDKN1C CDKN2B CDKN2C CLIP2 CYP24A1 DLST DNAJC30 DNMT3A EIF4H ELN EPAS1 FH FKBP6 GALNT3 GCM2 GNA11 GTF2I GTF2IRD1 GTF2IRD2 HLA-DRB1 KIF1B KL LDHA LIMK1 MAX MDH2 MEN1 METTL27 MLXIPL NCF1 NF1 NOTCH3 NSD1 PDGFRB PIGT PIK3C2A PTH1R RET RFC2 SDHA SDHAF2 SDHB SDHC SDHD SETD2 SLC12A1 SLC25A11 SLC34A1 SLC5A1 STX1A TBL2 TMEM127 TMEM270 TNFRSF11A TRIO VHL VPS37D HP_HYPERCHLOREMIC_ACIDOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERCHLOREMIC_ACIDOSIS CTNS CUL3 EHHADH GALT GATM KLHL3 NDUFAF6 NEUROG3 SLC34A1 SLC4A1 SLC4A4 WNK1 WNK4 HP_HYPERCHLORIDURIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERCHLORIDURIA BSND CLCNKA CLCNKB KCNJ1 SLC12A1 HP_HYPERCHOLESTEROLEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERCHOLESTEROLEMIA ABCB4 ABCG5 ABCG8 AGPAT2 ALB APOB APOC2 APOE APTX ATP6AP1 BSCL2 CAV1 CAV3 CAVIN1 CCDC115 CEP19 CETP COG4 CREB3L3 CYP7A1 DEAF1 DGAT1 DIO1 DLK1 DYRK1B FLII FOS GALK1 GHR IFT172 IQSEC2 JAG1 KIF12 LDLR LDLRAP1 LIPA LIPC LMNA LPL MEF2A MEG3 MYO5B NUP107 OCRL PCSK9 PHKA2 PHKB PHKG2 PIK3R5 PNKP PPARG PYGL RAI1 RSPO1 RTL1 SETX SLC25A13 SLC25A36 SLC37A4 SLC7A7 TBL1X TDP1 TMEM199 TSHB TTC26 TTPA HP_HYPERCOAGULABILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERCOAGULABILITY AGGF1 ANK1 DLD EPB42 F5 F9 GATA2 HBB HRG MYD88 PROC PROS1 SLC4A1 SPTA1 SPTB THBD HP_HYPERCONVEX_FINGERNAILS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERCONVEX_FINGERNAILS CPLX1 CTBP1 FGFRL1 LETM1 MBTPS2 NSD2 PLEC PTDSS1 RPS6KA3 HP_HYPERCONVEX_NAIL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERCONVEX_NAIL ARX CPLX1 CTBP1 ECE1 FGFRL1 H3-3B HPGD LETM1 MBTPS2 NSD2 ORC1 PIGV PLEC POMP PTDSS1 RECQL RNU4ATAC RPS6KA3 SETBP1 SIN3A TCF4 TP63 HP_HYPERECHOGENIC_PANCREAS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERECHOGENIC_PANCREAS ASXL1 DNAJC21 EFL1 NPHP3 PTRH2 HP_HYPEREOSINOPHILIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPEREOSINOPHILIA CARD9 EXTL3 IPO8 NLRP1 SPINK5 TRAC HP_HYPERESTHESIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERESTHESIA ATL1 COL1A1 GALC HRAS NALCN NF2 NTRK1 PSAP UNC80 HP_HYPEREXTENSIBILITY_AT_ELBOW https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPEREXTENSIBILITY_AT_ELBOW CAMTA1 COL5A1 HYAL1 IFITM5 KMT2A SON HP_HYPEREXTENSIBILITY_AT_WRISTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPEREXTENSIBILITY_AT_WRISTS COL12A1 COL6A1 COL6A2 COL6A3 HYAL1 PYCR2 RNF13 HP_HYPEREXTENSIBILITY_OF_THE_FINGER_JOINTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPEREXTENSIBILITY_OF_THE_FINGER_JOINTS ASAH1 BRAF COL1A2 COL5A1 FBN1 FGD1 GNB2 GORAB HDAC4 HRAS IFITM5 KCNH1 LMX1B MED12 NFASC OTUD6B PIGG PKDCC PLAA PRR12 PTDSS1 RPS6KA3 SMS SP7 TMCO1 HP_HYPEREXTENSIBILITY_OF_THE_KNEE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPEREXTENSIBILITY_OF_THE_KNEE ALDH18A1 ANO5 AP4B1 AP4E1 AP4M1 AP4S1 B4GALT7 CANT1 CDT1 CFL2 CHST3 COL1A2 COL5A1 COMP CSGALNACT1 CTDP1 ELN FBLN5 FBN1 FGD1 FGFR3 GRIA3 HRAS KRAS LMX1B MAN2C1 MCOLN1 MEFV NRAS ORC1 PDGFRB PRR12 PTEN SH3PXD2B SKI SLC6A9 TNFRSF1A TRIP11 WASF1 XYLT1 HP_HYPEREXTENSIBLE_SKIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPEREXTENSIBLE_SKIN ABCC6 ADAMTS2 ADAMTSL2 AEBP1 AKT3 ALDH18A1 ANTXR1 ATP7A B3GALT6 B3GAT3 B4GALT7 BRAF C1R C1S CHST14 CHST3 COL12A1 COL1A1 COL1A2 COL3A1 COL5A1 COL5A2 DSE EHMT1 ELN ENPP1 FBLN5 FBN1 FGD1 FGFR2 FKBP14 FLNA GBA1 GORAB H4C5 IARS1 INSR IPO8 KMT2C KRAS LZTR1 MAP2K1 MAP2K2 PAX2 PDGFRB PLOD1 PRDM5 PTPN11 PUF60 PYCR1 RAF1 RIN2 RIT1 SHOC2 SKI SLC26A2 SLC2A10 SLC39A13 SLC7A7 SMARCD2 SON TGFB2 TNXB TWIST2 WLS XYLT2 YY1 ZNF469 HP_HYPERGALACTOSEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERGALACTOSEMIA GALE GALK1 GALM GALT SKIC3 SLC25A13 SLC2A2 HP_HYPERGASTRINEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERGASTRINEMIA CDKN1A CDKN1B CDKN2B CDKN2C MCOLN1 MEN1 HP_HYPERGLUTAMINEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERGLUTAMINEMIA ASL ASS1 CA5A COX16 GLS LIPT1 NAGS OTC SLC7A7 HP_HYPERGLYCEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERGLYCEMIA ABCC8 ACAT1 AFF4 APPL1 ARMC5 BBS9 BCS1L BLK BMP6 CACNA1S CEL CYC1 DYRK1B ENPP1 GABRA3 GATA6 GCK GLI3 GYS2 HFE HNF1A HNF4A HYMAI IL6 INS INSR ITPR3 KCNE3 KCNJ11 KCNJ18 KHK KLF11 LMNA LRPPRC NARS2 NEUROD1 PAX4 PDX1 PIK3R1 PLAGL1 PPARG PRORP PTF1A PTPN22 RFX6 RIMS2 SCN4A SH2B1 SHPK SLC2A2 SLC5A2 STAT3 TFG ZFP57 ZMPSTE24 HP_HYPERGLYCINURIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERGLYCINURIA ACADM ALDH4A1 AMT GLDC GLYCTK IVD MCCC2 NFU1 PCCA PCCB PRODH SLC36A2 SLC6A18 SLC6A19 SLC6A20 HP_HYPERGONADOTROPIC_HYPOGONADISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERGONADOTROPIC_HYPOGONADISM AHSG ALMS1 AMACR BMP15 BMPR1B BRCC3 CLPP COQ2 CTDP1 CYB5A CYP17A1 CYP19A1 DCAF17 DHH DHX37 DMRT3 FANCA FANCB FANCC FANCD2 FANCE FOXL2 GALK1 GALT GATA4 GNAS ITGB6 LEP LEPR LHCGR LIG3 LMNA LSS MAP3K1 MGME1 MRE11 MRPS7 NR0B1 NR5A1 NUP107 PMM2 POLA1 POLG POLR1C POLR3A POLR3B PRORP RIN2 RRM2B SAMD9 SCP2 SIL1 SLC29A3 SOX9 SQSTM1 SRY TWNK TYMP VAMP7 WT1 WWOX ZBTB20 ZFPM2 HP_HYPERGRANULOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERGRANULOSIS AAGAB ALOX12B ALOXE3 ATP2A2 CARD14 CERS3 COL14A1 DSG1 ENPP1 GJA1 GJB3 KRT1 KRT16 KRT9 LIPN LORICRIN PNPLA1 POGLUT1 SDR9C7 SERPINB7 WNT10A HP_HYPERHIDROSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERHIDROSIS ABCC8 AIP ALDOB ATP1A2 ATP1A3 BCL10 BIRC3 BOLA3 BRAF CACNA1A CACNA1S CCND1 CDH23 CDH3 CDKN2A CDSN CFTR CLCF1 CLCN6 CLCNKB COL17A1 COL6A1 COL6A2 COL6A3 CRLF1 CTC1 CTNNB1 CTSB CUL4B DDC DKC1 DLST DNMT3A DSG1 DST ELP1 EPAS1 FGFR2 FH FLRT1 FOXP1 FUCA1 GABRA3 GNA14 GPR101 GRB10 H19 HEXB HINT1 HLA-B HLA-DRB1 HMBS HNF1A HNF4A HNRNPK HPGD HRAS IGF2 IGHMBP2 IKBKG IL12B IL6ST JAK2 JUP KCNA1 KCNJ11 KCNJ18 KIF1A KIF1B KLC2 KRT1 KRT14 KRT16 KRT17 KRT5 KRT6A KRT6B KRT9 LAMB3 LIFR LPAR6 MALT1 MAP2K1 MAP2K2 MAX MBTPS2 MDH2 MEN1 MLX MPL NECTIN1 NF1 NGLY1 NHP2 NLRP3 NOP10 NPM1 NTRK1 P4HA2 PARN PERP PHOX2B PLAA PRKAR1A PRNP PTPN22 RET RETREG1 RSPO1 RTEL1 SCN11A SCN9A SDHA SDHAF2 SDHB SDHC SDHD SERPINB7 SHQ1 SLC12A3 SLC18A2 SLC1A3 SLC25A11 SLC39A14 SLCO2A1 SLURP1 SPR SPRED2 SUCLA2 SUCLG1 TAT TERC TERT THPO TINF2 TMEM127 TP53 TRANK1 TRPV3 TYMS UCP2 USB1 VHL WNK1 WNT10A WRAP53 YY1 ZNRF3 HP_HYPERINSULINEMIC_HYPOGLYCEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERINSULINEMIC_HYPOGLYCEMIA ABCC8 APPL1 BLK CDKN1B CEL FOCAD GCK GLUD1 HADH HNF1A HNF4A INS INSR KCNJ11 KLF11 MAFA MEN1 MPI NEUROD1 PAX4 PDX1 SLC16A1 TRMT10A UCP2 YY1 HP_HYPERINTENSITY_OF_CEREBRAL_WHITE_MATTER_ON_MRI https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERINTENSITY_OF_CEREBRAL_WHITE_MATTER_ON_MRI ABCC9 ABHD16A ACTA2 ACTL6B AHCY AKT3 ALG2 AP5Z1 ARSA ATN1 B4GALNT1 CACNA1G CAMK2A CLN5 CLN8 CNBP CNKSR2 CNP COL4A1 CREBBP CSF1R CYP27A1 CYP7B1 DDHD2 DPYD EP300 GAA GFM2 GM2A GNB2 HTRA1 LEMD2 LMNB1 MMACHC MSTO1 MTOR NEUROD2 NKX6-2 NOTCH3 NSUN3 ODC1 PAK1 PDP1 PI4KA PIK3CA PLP1 PRORP PSAP PUS3 PYCR2 RAB3GAP2 RARS1 RFT1 RPL10 SDHB SELENOI SLC18A3 SLC39A14 SPG11 SPG21 STRADA SUOX TM4SF20 TMEM222 TRAPPC12 TREX1 TRPM3 UBTF WARS1 ZFYVE26 HP_HYPERKALEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERKALEMIA ABCB6 ALDOA CA12 CACNA1S CUL3 CYP11A1 CYP11B2 GABRA3 HSD3B2 INVS KCNJ18 KLHL3 LPIN1 MC2R MRAP MT-CO1 MT-CO3 NFKB2 NNT NR3C2 OBSCN PAX2 PBX1 POLG2 POR RYR1 SAMD9 SCN4A SCNN1A SCNN1B SCNN1G SLC2A1 SLC30A9 SLC4A2 STAR TBX19 TXNRD2 WNK1 WNK4 HP_HYPERKERATOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERKERATOSIS AAAS AAGAB ABCA12 ABCC9 ACTC1 ACTN2 ADAM10 ADAMTS2 AKT1 ALDH3A2 ALOX12B ALOXE3 ANAPC1 ANGPT2 ANKRD1 AP1B1 AP1S1 AQP5 ASPRV1 ATL1 ATL3 ATP2A2 ATP2C1 BAG3 BAG5 BRAF CAP2 CARD14 CAST CD28 CDH3 CDSN CERS3 CFTR CLEC7A COG6 COL12A1 COL14A1 COL17A1 COL6A1 COL6A2 COL6A3 COL7A1 CRYAB CSRP3 CST6 CSTA CTC1 CTLA4 CTSC CYP4F22 DDB2 DDR2 DES DIP2B DKC1 DMD DNAJC21 DOLK DSC2 DSC3 DSG1 DSG2 DSG4 DSP DST ECM1 ELMO2 ELOVL1 ELOVL4 ENPP1 EPHB4 ERCC2 ERCC3 ERCC4 ERCC5 ERMARD EXPH5 FERMT1 FGFR2 FHL2 FIG4 FKBP14 FKTN FLG FLT4 FUCA1 GATAD1 GBA1 GJA1 GJB2 GJB3 GJB4 GJB6 GJC2 GLA GLS GMPPA GRHL2 HAND2 HDAC6 HLA-B HLA-DRA HPGD HRAS IKBKG IL17F IL17RA IL17RC IL1RN INSR ITGB4 JPH2 JUP KANK2 KANSL1 KDF1 KDSR KITLG KLHL24 KLLN KRAS KRT1 KRT10 KRT13 KRT14 KRT16 KRT17 KRT2 KRT5 KRT6A KRT6B KRT6C KRT74 KRT81 KRT83 KRT86 KRT9 LAMA3 LAMA4 LAMB3 LAMC2 LDB3 LIPN LMNA LMOD2 LORICRIN LRP1 LSS LZTR1 MAD1L1 MAP2K1 MAP2K2 MBTPS2 MCOLN1 MDFIC MMP1 MPDU1 MT-TS1 MTX2 MVK MYBPC3 MYH6 MYH7 MYPN NAGA NECTIN1 NECTIN4 NEU1 NEXN NHP2 NIPAL4 NLRP1 NOP10 NPM1 NSDHL PARN PDGFRB PEPD PERP PIEZO1 PIGL PIK3CA PKP1 PLEC PLN PLOD1 PMVK PNPLA1 POFUT1 POGLUT1 POLA1 POMP PPCS PRDM16 PSEN1 PSEN2 PSENEN PTEN RAF1 RBM20 RBP4 RECQL4 RHBDF2 RIGI RIT1 RNU4ATAC RPL3L RSPO1 RTEL1 SASH1 SCN5A SDHA SDHB SDHC SDHD SDR9C7 SEC23B SERPINA12 SERPINB7 SERPINB8 SGCD SHOC2 SLC27A4 SLCO2A1 SLURP1 SMARCAD1 SNAP29 SOX18 SPTLC1 SPTLC2 SRD5A3 SREBF1 ST14 STS SULT2B1 TAF1A TAFAZZIN TARS1 TAT TCAP TERC TERT TGM1 TINF2 TMPO TMPRSS6 TNFRSF1B TNNC1 TNNI3 TNNT2 TP63 TPM1 TRAF3IP2 TRAPPC11 TRIP4 TRPM4 TRPV3 TTN TXNRD2 TYMS TYR USB1 USF3 VCL VEGFC VEZF1 VPS33B WNT10A WRAP53 WRN XPA XPC ZC4H2 ZMPSTE24 ZNF750 HP_HYPERKERATOTIC_PAPULE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERKERATOTIC_PAPULE AAGAB COL14A1 COL7A1 GJB2 GJB6 KRT1 KRT14 KRT5 LRP1 POFUT1 POGLUT1 PSENEN HP_HYPERKETONEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERKETONEMIA COX6B1 GCDH PHKA2 PHKG2 SLC37A4 HP_HYPERKINETIC_MOVEMENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERKINETIC_MOVEMENTS ALDH5A1 CACNA1B CACNA1E CAMK2B CLPB FRRS1L GAD1 GCH1 GNAO1 GNE GRIN1 GRIN2A HSD17B10 IQSEC2 LETM1 MTRR NEUROD2 NGLY1 PDE10A PNKD PRRT2 PSAP PTS PYCR2 RTTN SCN1A SCN2A SLC6A3 SLC9A6 SUCLA2 SUCLG1 SYT1 THOC2 TRAPPC11 VPS13A WARS2 YME1L1 ZNF142 HP_HYPERLIPIDEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERLIPIDEMIA ABCA1 ABCG5 ABCG8 ABHD5 ACTN4 ADCY3 AEBP1 AGL AGPAT2 AKT2 ALB ALMS1 APOA5 APOB APOC2 APOE ARMC5 BSCL2 CAV1 CAVIN1 CELA2A CEP19 CETP CFH CFHR1 CFHR3 CIDEC CPT1A CPT2 CREB3L3 CYP19A1 CYP7A1 DCAF17 DEAF1 DEF6 DGAT1 DYRK1B EMD FARSA FECH FHL1 FLII FOS G6PC1 GK GLA GNAS GPD1 GPIHBP1 GYS2 HAVCR2 IQSEC2 JAG1 LCAT LDLR LDLRAP1 LEP LEPR LIPA LIPC LIPE LMAN1 LMF1 LMNA LPL LRP6 LYST MC4R MCFD2 MCM10 MTX2 MYO5A NPHS1 NPHS2 NSMCE2 PCSK9 PHKA2 PHKB PHKG2 PIGH PIGT PIK3CG PLIN1 PLVAP PNPLA2 POLD1 POLR3A PPARG PRF1 PSMB10 PSMB4 PSMB8 PSMB9 PYGL RAB27A RAI1 RSPO1 SAR1B SGPL1 SH2B1 SLC25A13 SLC29A3 SLC2A2 SLC37A4 SLC7A7 SMARCAL1 SMPD1 STX11 STXBP2 SYNE1 SYNE2 TFG TMEM43 TNFRSF9 TTPA UNC13D WRN XIAP XRCC4 YARS1 ZMPSTE24 HP_HYPERLIPOPROTEINEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERLIPOPROTEINEMIA ABCA2 ABCG5 ABCG8 ALB APOA2 APOA5 APOB APOC2 APOC3 APOE CCDC115 CELA2A CEP19 CETP CYP7A1 DYRK1B EMD EPHX2 FHL1 GHR GPIHBP1 LCAT LDLR LDLRAP1 LIPA LIPC LMNA LPL LRP6 PCSK9 PPP1R17 SLC25A13 SLC7A7 SMPD1 SYNE1 SYNE2 TMEM199 TMEM43 TTPA UBR1 HP_HYPERLORDOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERLORDOSIS ABCC9 ACAN ACP5 ACTA1 ADAMTS10 ADNP ALG14 ALG2 ALX3 AMER1 AP1G1 ARSB ARSK ASH1L BAZ1B BCL7B BCOR BCR BGN BICD2 BIN1 BUD23 CANT1 CAPN3 CAVIN1 CCDC8 CCN6 CFL2 CHST11 CHST3 CLCF1 CLIP2 COL10A1 COL11A2 COL12A1 COL1A2 COL27A1 COL2A1 COL6A1 COL6A2 COL6A3 COLEC10 COLEC11 COLQ COMP CRKL CSGALNACT1 CTSK CUL7 DAG1 DDRGK1 DMD DNA2 DNAJC30 DNM2 DNMT3B DPAGT1 DUX4 DUX4L1 DYM DYSF ECEL1 EIF2AK3 EIF4H ELN EMD EXTL3 FBN1 FGFR2 FGFR3 FHL1 FKBP6 FKRP FKTN FLNB FN1 FRG1 FUCA1 GALNS GARS1 GFPT1 GLB1 GMPPB GNB2 GNPTG GSC GTF2I GTF2IRD1 GTF2IRD2 H4C5 HACD1 HACE1 HERC1 HNRNPA1 HNRNPA2B1 HNRNPH2 HSPG2 IARS2 IHH INPP5K ITCH ITGA7 KANSL1 KIF1A KLHL41 KNSTRN KY L1CAM LAMA2 LBR LIMK1 LIPE LMNA LMOD3 LMX1B LTBP1 MAP3K20 MAPK1 MAPK8IP3 MASP1 MATN3 MED12 MEGF10 METTL27 MFN2 MLXIPL MMP13 MTMR14 MYBPC1 MYH7 MYL2 MYPN NAA10 NCF1 NEB NECTIN1 NF1 NOTCH3 NPR2 NSDHL OBSL1 PCGF2 PIEZO2 PIK3C2A PIK3CD PLEC PLEKHG5 POLR3GL POMGNT1 POMK POMT1 POMT2 POP1 PPM1D PPP1R15B PRG4 PRKG2 PUS1 RAB33B RAB3GAP1 RAB3GAP2 RERE RET RETREG1 RFC2 RMRP RSPRY1 RYR1 SATB2 SCN4A SCN9A SELENON SETBP1 SETD5 SGCA SGCG SHOX SLC10A7 SLC26A2 SMARCAL1 SMCHD1 SON SOX5 SPEG SPTLC1 STX1A SYNE1 SYNE2 SYT1 TBL2 TBX6 TFAP2A TFE3 TGFB1 TMEM270 TMEM43 TMEM63C TNNT1 TOGARAM1 TONSL TOR1A TPM2 TPM3 TRAPPC11 TRAPPC2 TRPS1 TRPV4 TTN TWIST1 VAC14 VCP VPS13B VPS33A VPS37D WNK1 XYLT1 ZC4H2 HP_HYPERLYSINURIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERLYSINURIA AASS NADK2 SLC3A1 SLC7A7 SLC7A9 HP_HYPERMAGNESEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERMAGNESEMIA ALDOB AP2S1 CASR CLCNKB CLDN10 GNA11 SLC12A3 HP_HYPERMETHIONINEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERMETHIONINEMIA ADK AHCY CBS FAH GNMT MAT1A SKIC3 SLC25A13 TFAM HP_HYPERMETRIC_SACCADES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERMETRIC_SACCADES ANO10 ATXN1 GDAP2 GRM1 KCNN2 PRDX3 TMEM240 TPP1 VPS13D VPS41 XRCC1 HP_HYPERMETROPIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERMETROPIA ADGRL1 ADNP ALDH1A3 APC2 ARSG ARV1 ASH1L ASXL3 ATF6 ATP6AP1 ATP6V1A B3GAT3 B4GALT7 BAZ1B BCL11B BCL7B BEST1 BICRA BLOC1S3 BLTP1 BUD23 CABP4 CACNA1F CACNA1G CACNA2D4 CAMSAP1 CASZ1 CCDC47 CDH23 CENPT CEP78 CHAMP1 CHD3 CHMP1A CHST3 CIB2 CLCN3 CLDN11 CLDN16 CLIP2 CLP1 CLRN1 CNGA3 CNGB3 CNNM4 CNOT3 COL11A2 COL25A1 COL3A1 COL4A1 CRB1 CREBBP CSGALNACT1 CSTA CTCF CTNNB1 DDX6 DNAJC21 DNAJC30 DPF2 DYRK1A EHMT1 EIF4H ELN EMC1 EP300 EPRS1 ERCC6 ERCC8 ERMARD ESPN FAM111A FBXO11 FGD1 FGF3 FKBP6 FKTN FLCN FOXL2 GABRD GATAD2B GJA1 GJA5 GJA8 GNAT1 GNAT2 GNB2 GNB3 GPR179 GRK1 GRM6 GTF2I GTF2IRD1 GTF2IRD2 H4C5 HARS1 HDAC8 HERC2 HIVEP2 HNRNPK HNRNPR HSPG2 HUWE1 IARS2 IFT122 IFT172 IFT43 IFT52 IQSEC2 KANSL1 KAT5 KAT8 KCNAB2 KDM5C KERA KIAA0753 KIDINS220 KIF11 KIFBP KMT2B KMT2C KRT14 KRT5 LAMA1 LAS1L LCA5 LIMK1 LMBRD2 LRIT3 LRMDA LTBP2 LUZP1 MADD MAG MAGEL2 MAN1B1 MAN2B1 MARK3 MBD5 MED12 MED12L MED13L MED25 METTL27 MFRP MKRN3 MLXIPL MMP23B MSX2 MT-TS2 MYO7A NADK2 NBAS NCF1 NEK1 NFIX NMNAT1 NOG NPAP1 NR2F1 NSD1 NYX OGT OTUD5 OTX2 P4HTM PACS2 PAX2 PBX1 PCDH15 PCNT PDE4D PDE6B PDE6C PDE6H PDGFRB PDPN PGAP2 PGAP3 PGM2L1 PHIP PIEZO2 PIGG PIGL PIGO PIGT PIGU PIGV PIGW PIGY PIK3R1 PLOD1 POGZ POLR3A POMT2 PPM1D PPP1R12A PQBP1 PRDM16 PRKCZ PRPS1 PRR12 PRSS56 PUF60 PWAR1 PWRN1 RAB11B RAD50 RAI1 RAX RERE RFC2 RHO RMRP ROBO1 RORA RPGR RPGRIP1 RPL10 RRAS2 RS1 SAG SATB1 SATB2 SETBP1 SETD2 SETD5 SHANK3 SHOC2 SIN3A SIX6 SKI SLC24A1 SLC25A24 SLC39A8 SLC6A6 SLC6A8 SMAD4 SNORD115-1 SNORD116-1 SNRPN SOBP SON SOX2 SPEN SRCAP STX1A SYNE1 SYT1 TAOK1 TASP1 TBC1D23 TBL2 TCEAL1 TCTN2 TGM5 TMEM270 TMEM98 TNPO2 TRPM1 TRPV4 TUBB4B TULP1 UBE4B UFC1 UQCC3 USH1C USH1G USP9X VPS37D WAC WDR19 WDR26 WDR35 WDR45 YME1L1 YY1 ZC4H2 ZFHX4 ZMYM2 ZNF148 HP_HYPERNASAL_SPEECH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERNASAL_SPEECH AGRN AMER1 ARHGAP29 ARHGEF38 ARVCF ATG7 ATP6V0A2 BAG3 BMP4 CADM3 CAMKMT CAMTA1 CDH1 CEP104 CHAT CNOT2 COBLL1 COL13A1 COMT CRLF1 DGCR2 DGCR6 DGCR8 DLG1 DLX4 DYNC1I2 ESS2 FOXP2 GMPPA GP1BB GRHL3 GRIN2A HERC2 HIRA IL1RAPL1 IQSEC2 IRF6 JMJD1C KANSL1 LIFR LRP12 MAGEL2 MATR3 MED12 MEGF10 MGME1 MGP MKRN3 MSX1 MUSK MYH3 MYMX MYO9A MYOT MYPN NALCN NECTIN1 NONO NOTCH3 NPAP1 PABPN1 PCNT PDGFRA PHF8 PLEC POLG PPM1B PQBP1 PREPL PWAR1 PWRN1 PYROXD1 RIC1 RILPL1 RREB1 SCN4A SEC24C SELENON SET SHOC2 SLC18A2 SLC18A3 SLC25A1 SLC3A1 SLC5A7 SMS SNAP25 SNORD115-1 SNORD116-1 SNRPB SNRPN SPG7 SRCAP SRPX2 SYT2 TBX1 TFAP2A TP63 TPM2 TPM3 TUBB6 TWNK UBB UFD1 UNC45B UPF3B VAMP1 ZBTB18 ZDHHC9 HP_HYPERNATREMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERNATREMIA AQP2 ARNT2 AVPR2 CA5A DSG1 FGFR1 SLC5A1 SYK HP_HYPERNATRIURIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERNATRIURIA AVPR2 BSND CLCNKA CLCNKB CYP11A1 MC2R MRAP NNT STAR TXNRD2 HP_HYPEROPIC_ASTIGMATISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPEROPIC_ASTIGMATISM CHST6 GATAD2B GNPTAB GPR143 ROBO3 TBC1D2B HP_HYPERORALITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERORALITY ATP10A CHMP2B CRLS1 DCTN1 GRN MAPT PRNP PSEN1 SHANK3 SNRPN SQSTM1 TMEM106B TREM2 UBE3A VCP HP_HYPEROSTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPEROSTOSIS AKT1 ALMS1 AMER1 ANKH CA2 COL1A1 COX4I2 DDB2 ERCC2 ERCC3 ERCC4 ERCC5 FGFR1 FLNA GALNT3 GJA1 GNAQ GNAS HNRNPA1 HNRNPA2B1 IDUA KRAS LEMD3 LRP4 LRP5 MAN2B1 MAP2K1 NOTCH3 OSTM1 PHEX PIK3CA PRKAR1A PTDSS1 PTEN RPS6KA3 SLC29A3 SLC39A14 SLCO2A1 SMAD4 SOST SP7 TBXAS1 TCIRG1 TGFB1 THOC2 TNFRSF11A TNFRSF11B TNFSF11 VCP WAS WIPF1 XPA XPC HP_HYPEROXALURIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPEROXALURIA AGXT GRHPR HOGA1 OXGR1 PEX1 SLC26A1 HP_HYPERPARATHYROIDISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERPARATHYROIDISM ACTG2 AP2S1 ARMC5 CA2 CASR CDC73 CDKN1A CDKN1B CDKN2B CDKN2C CLDN10 CYP27B1 CYP2R1 FOXI1 GALNT3 GCM2 GNA11 GNAS KCNJ10 MEN1 OCRL PLEKHM1 RET SLC12A1 SLC26A4 SLC4A2 TRPV6 VDR YY1 HP_HYPERPHENYLALANINEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERPHENYLALANINEMIA GCH1 PAH PCBD1 PTS QDPR SPR HP_HYPERPHOSPHATEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERPHOSPHATEMIA CACNA1S CASR FAM111A GALNT3 GCM2 GNA11 GNAS GNAS-AS1 KL LPIN1 MT-CO1 MT-CO3 OBSCN PRKAR1A PTH RYR1 STX16 TBCE TNFRSF11B HP_HYPERPIGMENTATION_IN_SUN_EXPOSED_AREAS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERPIGMENTATION_IN_SUN_EXPOSED_AREAS DSTYK HPS1 KRT14 MC1R OCA2 POLH UROD HP_HYPERPIGMENTATION_OF_THE_FUNDUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERPIGMENTATION_OF_THE_FUNDUS APC CAPN5 CFH CFI EFEMP1 MUTYH POU3F4 HP_HYPERPIGMENTATION_OF_THE_SKIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERPIGMENTATION_OF_THE_SKIN AAAS ABCB6 ABCC9 ABCD1 ACD ACP5 ACTB ADAR ADH5 AIP AKT1 ALAS2 ALDH3A2 ANAPC1 ANKLE2 ANTXR2 APC APC2 APOE ARL6IP6 ATM ATP2A2 ATP6V1B2 ATRX BANF1 BLM BMP2 BMP6 BRAF BRCA1 BRCA2 BRIP1 BTNL2 BUB1 BUB1B BUB3 C1R C1S CARD14 CASR CBL CD28 CDH23 CDKN1A CDKN1B CDKN1C CDKN2B CDKN2C CEP57 CHN1 CIB1 CLCN7 CLTRN COL17A1 COL25A1 COL3A1 COL7A1 COPB1 COX7B CPOX CREBBP CRIPT CSTA CTC1 CTLA4 CWC27 CYBA CYBB CYBC1 CYP11A1 CYP11B1 DDB2 DDX11 DHX30 DKC1 DNASE1L3 DPP9 DSTYK EP300 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ESCO2 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FERMT1 FGFR1 FGFR3 GATA1 GBA1 GJA1 GJB3 GJB4 GJB6 GMPPA GNA11 GNAQ GNAS GNB2 GPNMB GPR101 H4C5 HAMP HBB HCCS HEPACAM HFE HGD HJV HLA-DRB1 HMGA2 HPS1 HRAS HSD3B2 IFNG IGF1 IGF2 IKBKG IL12A IL12RB1 IL6 IL7 INSR IRF4 IRF5 JAK3 KANSL1 KCNH1 KCNMA1 KCNN3 KDM5C KDM6A KDM6B KDSR KIT KITLG KLLN KMT2D KNSTRN KRAS KRT14 KRT5 LBR LEMD3 LMNA LYST LZTR1 MAD2L2 MAFB MAN1B1 MAP2K1 MAP2K2 MAPK1 MAPRE2 MAX MC1R MC2R MCM4 MED12 MEN1 MLH1 MMEL1 MMP2 MRAP MSH2 MSH6 MTOR MYO5A NBN NCF1 NCF2 NCF4 NDUFB11 NF1 NF2 NHP2 NNT NOD2 NOP10 NOTCH3 NPM1 NR0B1 NR3C1 NRAS NSD1 OCA2 PALB2 PANK2 PARN PAX6 PCNT PDE11A PDGFRA PDGFRB PHIP PIDD1 PIGN PIK3CA PIK3CD PLAG1 PLEC PLXND1 PMS2 POFUT1 POGLUT1 POLA1 POLE POLH PORCN POU2AF1 PPOX PPP1CB PRKAR1A PSENEN PSMB8 PTEN PTPN11 RAD51 RAD51C RAF1 RBBP8 RBM28 RECQL4 RERE RET REV3L RFWD3 RFX7 RIT1 RPA1 RPS27 RTEL1 SALL4 SASH1 SDHA SDHB SDHC SDHD SEC23A SEC23B SET SETBP1 SETD2 SGPL1 SH3PXD2B SHOC2 SKIC2 SKIC3 SLC27A4 SLC29A3 SLC40A1 SLC6A19 SLC9A1 SLF2 SLX4 SMARCA2 SMARCAD1 SMARCAL1 SMG8 SMS SNRPN SOX10 SPIB SPINK5 SPRED1 SRD5A3 ST3GAL5 STAR STEAP3 STK11 SVBP TERC TERT TFR2 TGM5 TINF2 TMC6 TMC8 TMEM127 TNFRSF1A TNFRSF1B TNFSF15 TNPO3 TOP3A TP53 TP53RK TP63 TRAPPC11 TRIP13 TSC1 TSC2 TUBB TWIST2 TXNRD2 TYMS UBE2A UBE2T UBR1 UROD UROS USB1 USF3 USP48 USP8 VHL WASF1 WBP11 WRAP53 XPA XPC XRCC2 ZFHX4 ZMPSTE24 HP_HYPERPIGMENTED_HYPOPIGMENTED_MACULES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERPIGMENTED_HYPOPIGMENTED_MACULES ADAR DPP9 KRT5 PIGN SASH1 HP_HYPERPIGMENTED_PAPULE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERPIGMENTED_PAPULE FLNA IDH1 KIT KRT5 POFUT1 POGLUT1 PSENEN HP_HYPERPITUITARISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERPITUITARISM ABCD1 AIP AKT1 AR BAP1 BMP15 BMPR1B BNC1 BRAF C14orf39 CATIP CBX2 CCDC34 CDH23 CDKN1A CDKN1B CDKN2B CDKN2C CFTR CLPP CNBP CT55 CTNNB1 CYB5A CYP11A1 CYP17A1 DHH DHX37 DIAPH2 DMRT3 DNAH10 DNHD1 ERCC6 ESR1 ESR2 FANCM FBXO43 FGD1 FIGLA FKBP6 FMR1 FOXL2 FSHB FSHR GATA4 GCNA GDF9 GNAS GPR101 HFM1 HPGD HSD17B4 HSD3B2 IGF1 KCNJ11 KISS1R KLHL10 LARS2 LHB LHCGR MAP3K1 MCM4 MCM8 MCM9 MEIOB MEN1 MOV10L1 MRPS22 MSH4 MSH5 MSTO1 NANOS1 NF2 NR0B1 NR5A1 NSMCE2 NUP107 PDE11A PDGFB PDHA2 PIK3CA PMM2 PNLDC1 POLA1 POLR3A POLR3H POR PPP2R3C PRKAR1A PRLR PSMC3IP RNF212 RPL10L SHOC1 SLCO2A1 SMARCB1 SMARCE1 SMO SOHLH1 SOX9 SPAG17 SPIDR SRY STAG3 SUFU SYCE1 SYCP3 TAF4B TDRD9 TERB1 TERB2 TERT TEX11 TEX14 TEX15 TP63 TRAF7 TRHR TSHB VAMP7 WT1 WWOX XRCC2 ZFPM2 ZMYND15 ZSWIM7 HP_HYPERPLASIA_OF_THE_MAXILLA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERPLASIA_OF_THE_MAXILLA AP2M1 ESCO2 FHL1 HBB SIN3A SOBP SOX5 WDR26 ZBTB11 ZNF668 HP_HYPERPLASTIC_CALLUS_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERPLASTIC_CALLUS_FORMATION IFITM5 KRT16 KRT17 KRT6A KRT6B HP_HYPERPROSTAGLANDINURIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERPROSTAGLANDINURIA BSND CLCNKA CLCNKB KCNJ1 SLC12A1 SLCO2A1 HP_HYPERREFLEXIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERREFLEXIA AAAS AARS1 AARS2 AASS ABAT ABCA4 ABCB7 ABCC8 ABCC9 ABCD1 ABHD12 ABHD16A ACOX1 ACSL4 ACTA1 ADAR ADCY5 ADGRG1 ADSL AFG3L2 AGBL5 AGTPBP1 AHI1 AHR AIFM1 AIMP2 ALDH18A1 ALG11 ALG2 ALG3 ALG9 ALS2 AMACR AMFR AMPD2 AMT ANKLE2 ANO10 AP1S2 AP4B1 AP4E1 AP4M1 AP4S1 AP5Z1 APOE ARHGEF18 ARL2BP ARL3 ARL6 ARL6IP1 ARSA ARX ASNS ASPA ASPM ATAD1 ATG5 ATL1 ATP13A2 ATP1A2 ATP1A3 ATP5MC3 ATP5MK ATP6AP2 ATP6V1A ATP8A2 ATRX ATXN1 ATXN10 ATXN2 ATXN3 ATXN7 ATXN8OS AUH AUTS2 B4GALNT1 BAZ1B BBS1 BBS2 BCAS3 BCAT2 BCL7B BCS1L BEAN1 BEST1 BICD2 BRAT1 BRCA1 BRCA2 BRIP1 BSCL2 BUD23 C19orf12 C4A CA4 CA8 CACNA1A CACNA1E CACNA1G CADM3 CAMLG CAMSAP1 CAMTA1 CAPN1 CARS1 CASK CAV1 CC2D2A CCDC47 CCDC88A CCDC88C CCR1 CCT5 CD40LG CDC40 CDHR1 CDK5RAP2 CDK6 CENPE CENPJ CEP135 CEP152 CEP63 CERKL CFAP418 CHCHD2 CHKA CHMP1A CHMP2B CHP1 CIT CLDN11 CLIP2 CLN5 CLP1 CLPB CLRN1 CLTRN CNGA1 CNGB1 CNP CNTNAP1 COG4 COG5 COPB2 COQ2 COQ5 COQ8A COQ9 COX10 COX11 COX4I1 COX5A CPT1C CRAT CRB1 CREBBP CRX CSF1R CTNNA2 CTSF CWF19L1 CYFIP2 CYP27A1 CYP2U1 CYP7B1 DARS1 DARS2 DCC DCTN1 DDC DDHD1 DDHD2 DENND5A DGUOK DHDDS DHX38 DKK1 DLAT DNAJC30 DNAJC6 DNM1 DNM1L DNMT1 DPAGT1 DPM1 DPYD DSTYK DTYMK DYM DYNC1I2 EEF2 EIF2S3 EIF4H ELN ELOVL1 ELOVL4 ELP2 EMILIN1 EP300 ERAP1 ERCC1 ERCC2 ERCC3 ERCC4 ERCC6 ERCC8 ERLIN1 ERLIN2 EXOC8 EXOSC3 EXOSC5 EXOSC8 EXOSC9 EXTL3 EYA1 EYS FA2H FAM161A FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAR1 FARS2 FAS FBLN5 FBXO7 FDX2 FGF13 FKBP6 FKRP FLRT1 FRMPD4 FSCN2 FTL FUCA1 FUS FZR1 GAD1 GALC GAMT GAN GARS1 GBA1 GBA2 GCH1 GCLC GDAP2 GEMIN5 GFAP GFM1 GFM2 GGT1 GJA1 GJB1 GJC2 GLB1 GLDC GLE1 GLRA1 GLRB GLRX5 GLUL GLYCTK GM2A GMPPA GMPPB GNAQ GNB1 GNB2 GNS GOLGA2 GPAA1 GPHN GPT2 GRIA3 GRID2 GRIN1 GRM1 GRM7 GRN GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GTPBP2 GUCA1B H4C5 HARS1 HECTD4 HEXB HGSNAT HIBCH HIKESHI HLA-B HPDL HPRT1 HRAS HSPD1 HTRA1 HTRA2 HTT HUWE1 HYCC1 IBA57 IDH3A IDH3B IER3IP1 IFNGR1 IFRD1 IFT140 IFT172 IFT88 IL10 IL12A IL12A-AS1 IL23R IMPDH1 IMPDH2 IMPG1 IMPG2 INPP5E IREB2 IRF2BPL ISCA1 ISCA2 ITPR1 JAM2 JAM3 JPH3 KARS1 KATNB1 KCNA1 KCNC3 KCND3 KCNJ18 KCNJ6 KCNK4 KCNMA1 KCNQ2 KCNQ3 KCNT1 KDM1A KDM5C KIAA1549 KIDINS220 KIF14 KIF1A KIF1C KIF5A KIZ KLC2 KLHL7 KLRC4 KNL1 KPNA3 KRAS KY L1CAM LARGE1 LBR LETM1 LIMK1 LMNB1 LRAT LRRK2 LYRM4 LYRM7 MAB21L1 MAD2L2 MAG MAK MAN2B1 MAPT MARS1 MARS2 MAT1A MATR3 MBOAT7 MCCC1 MCCC2 MCM7 MCOLN1 MCPH1 MECP2 MECR MED17 MEFV MERTK METTL27 METTL5 MFF MFN2 MFSD2A MICOS13 MICU1 MINPP1 MKS1 MLXIPL MMAA MORC2 MPLKIP MRE11 MRPS25 MRPS34 MSL3 MSTN MT-ATP6 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TE MT-TK MT-TL1 MT-TL2 MT-TN MT-TS1 MT-TV MT-TW MTPAP MTRFR MYL2 MYORG NAA10 NAA20 NADK2 NAGA NALCN NARS1 NARS2 NCAPD3 NCF1 NDE1 NDP NDUFA4 NDUFAF3 NDUFAF4 NDUFS1 NDUFS2 NDUFS4 NDUFS7 NDUFS8 NEFH NEK1 NEK2 NEU1 NFASC NFIX NIPA1 NKX6-2 NONO NOP56 NOTCH2NLC NR2E3 NR4A2 NRAS NRCAM NRL NSD1 NSRP1 NSUN2 NT5C2 NTRK2 NUBPL NUP214 NUP37 NUP54 NUP62 OCA2 OCLN OCRL OFD1 OPA1 OPA3 OSTM1 PAH PAK3 PALB2 PANK2 PARK7 PARS2 PAX1 PC PCARE PCDH12 PCLO PCYT2 PDE6A PDE6B PDE6G PDE8B PDGFB PDGFRB PDYN PET100 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PGAP1 PGM3 PHC1 PI4KA PIGA PIGN PIGP PIGT PINK1 PITRM1 PKDCC PLA2G6 PLCB1 PLP1 PLXNA1 PMM2 PMP22 PMPCA PNPLA6 PODXL POLR3A POLR3B POMGNT1 POMK POMT1 POMT2 POU3F4 POU4F1 PPIL1 PPOX PPP1R15B PPP2R2B PQBP1 PRCD PRDM13 PRDM8 PRKCG PRKN PRKRA PRNP PROM1 PRPF3 PRPF31 PRPF4 PRPF6 PRPF8 PRPH PRPH2 PRPS1 PRR12 PRRT2 PRSS12 PRUNE1 PSAP PSAT1 PSEN1 PTS PUS3 PYCR2 QARS1 RAB18 RAB3GAP1 RAB3GAP2 RAD51 RAD51C RARS1 RARS2 RBP3 RDH12 REEP1 REEP2 REEP6 REPS1 RFC2 RFT1 RFWD3 RFX7 RGR RHO RLBP1 RLIM RNASEH1 RNASEH2C RNF113A RNF170 RNF2 RNF220 ROM1 RP1 RP1L1 RP2 RP9 RPE65 RPGR RPGRIP1L RTN2 RUBCN RUSC2 SACS SAG SAMD9L SARS1 SASS6 SCAPER SCN1A SCYL1 SDHA SDHAF1 SDHB SDHD SEC31A SELENOI SEMA4A SEMA6B SEPSECS SET SETX SHMT2 SIGMAR1 SIK1 SLC12A2 SLC16A2 SLC18A2 SLC19A3 SLC1A3 SLC1A4 SLC20A2 SLC25A12 SLC25A15 SLC25A21 SLC25A22 SLC25A46 SLC29A3 SLC2A1 SLC2A3 SLC31A1 SLC33A1 SLC35C1 SLC38A3 SLC39A14 SLC39A8 SLC44A1 SLC46A1 SLC52A3 SLC6A19 SLC6A5 SLC6A9 SLC7A14 SLC9A7 SLX4 SMC5 SMG9 SNCA SNRNP200 SNRPN SOD1 SPART SPAST SPATA7 SPG11 SPG21 SPG7 SPR SPTAN1 SPTBN1 SPTBN2 SPTLC1 SPTLC2 SQSTM1 SRPX2 ST3GAL5 STAT4 STIL STUB1 STX1A SUMF1 SURF1 SYNE1 SYNJ1 TAF1 TAF13 TAF2 TANGO2 TARS1 TBCD TBK1 TBL2 TBX4 TCEAL1 TCTN2 TFG TGM6 TH TICAM1 TIMM50 TIMM8A TLR3 TLR4 TMEM106B TMEM270 TMEM63C TMEM67 TMX2 TNR TOE1 TOPORS TOR1A TPP1 TRAF3 TRAK1 TRAPPC10 TRAPPC11 TRAPPC14 TRAPPC6B TREM2 TREX1 TRIO TRMT10A TRMT5 TRRAP TSEN15 TSEN2 TSPOAP1 TTBK2 TTC19 TTC8 TTR TUB TUBB2B TUBGCP2 TULP1 UBAC2 UBAP1 UBE2T UBE3A UCHL1 UFC1 UGDH UGP2 UNC93B1 UQCRQ UROC1 USH2A USP8 VAC14 VAMP1 VCP VLDLR VPS11 VPS13C VPS13D VPS37A VPS37D VRK1 VWA3B WARS1 WARS2 WASHC5 WDR4 WDR62 WDR73 WDR81 WLS WWOX XRCC2 ZC4H2 ZEB2 ZFR ZFYVE26 ZFYVE27 ZNF142 ZNF408 ZNF513 ZNHIT3 HP_HYPERREFLEXIA_IN_UPPER_LIMBS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERREFLEXIA_IN_UPPER_LIMBS ABCC9 ALDH18A1 ANO10 ATP13A2 CAPN1 CYP2U1 ERLIN2 FAR1 FTL HSPD1 KIF5A KPNA3 REEP1 RTN2 SDHA SDHAF1 SDHB SDHD SPAST SPG11 SPTLC2 TMEM63C TNR UBAP1 VPS37A WASHC5 HP_HYPERSEGMENTATION_OF_NEUTROPHIL_NUCLEI https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERSEGMENTATION_OF_NEUTROPHIL_NUCLEI AMN CUBN FTCD MTHFD1 SFXN4 SLC19A1 HP_HYPERSOMNIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERSOMNIA AIP DUOX2 FOXE1 GPR101 HEXB NKX2-1 NKX2-5 PAX8 PRNP PRR12 SLC26A4 TDP2 TRANK1 TSHR HP_HYPERSPLENISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERSPLENISM ASXL1 CASP10 CBL DZIP1L FAS FASLG GBA1 HBB ITCH LIPA MED12 NOTCH1 PKHD1 PRKCD PSAP RASGRP1 RUNX1 SCARB2 SMPD1 SRSF2 TET2 TULP3 HP_HYPERTELORISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERTELORISM AARS1 ABCD4 ACOX1 ACTA1 ACTA2 ACTB ACTG1 ACTL6B ACY1 ADA2 ADAMTS3 ADAT3 ADGRG6 ADK ADNP AFF3 AFF4 AGA AHDC1 AIFM1 AKT1 AKT3 ALDH18A1 ALDH6A1 ALG1 ALG13 ALG6 ALG8 ALG9 ALX1 ALX3 ALX4 AMER1 ANAPC7 ANK1 ANKH ANKRD11 ANTXR1 AP1G1 AP4S1 APC ARID1B ARVCF ASH1L ASNS ASXL1 ASXL2 ASXL3 ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 ATRX AUTS2 AVP B3GAT3 B3GLCT B4GALT1 B4GALT7 B9D1 B9D2 BBS7 BCAS3 BCL11B BCORL1 BGN BICRA BLNK BLTP1 BMP2 BMPER BMPR1A BNC2 BPTF BRAF BRCA1 BRCA2 BRCC3 BRIP1 BRPF1 BUB1B C12orf57 CACNA1G CAMTA1 CARS1 CASK CBL CC2D2A CCBE1 CCDC22 CCDC32 CCDC47 CCND2 CCNK CD79A CD79B CDC42 CDC42BPB CDCA7 CDH1 CDH11 CDH2 CDK10 CDK13 CDK19 CENPF CENPJ CEP120 CEP290 CHD3 CHD4 CHD7 CHD8 CHRNA1 CHRNA7 CHRND CHRNG CHST14 CHST3 CHSY1 CIT CLCN3 CLCN6 CLCN7 CNOT3 CNTN1 CNTNAP2 COG1 COL11A1 COL11A2 COL1A1 COL1A2 COL25A1 COL27A1 COL2A1 COL3A1 COLEC10 COLEC11 COMT COX7B CPLANE1 CPLX1 CREBBP CSNK2A1 CSPP1 CTBP1 CTCF CTNND1 CTNND2 CTU2 DCHS1 DDR2 DDX3X DDX59 DDX6 DEAF1 DEF6 DHCR7 DHX37 DICER1 DLX4 DNAJC21 DNMT3A DNMT3B DOCK6 DOK7 DPF2 DPH1 DPH2 DPM1 DPYD DPYSL5 DSE DUSP6 DVL1 DVL3 EBF3 EBP EDEM3 EED EFEMP2 EFNB1 EHMT1 EIF2AK3 EIF5A ELN EMC1 EP300 EPB41L1 EPG5 ERCC2 ERCC3 ERCC4 ERF ERGIC1 ERMARD ESCO2 EXOC2 EXOSC9 EXT2 EXTL3 EZH2 FAM111A FAM149B1 FAM20C FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAR1 FAT4 FBN1 FBXO11 FBXO31 FGD1 FGF17 FGF20 FGF3 FGF8 FGFR1 FGFR2 FGFR3 FGFRL1 FH FIBP FIG4 FLCN FLI1 FLII FLNA FLNB FOXC1 FOXE3 FOXF1 FOXG1 FOXP1 FOXP2 FRA10AC1 FRAS1 FREM1 FREM2 FUCA1 FZD2 GAD1 GALNT2 GATA1 GATA6 GATAD2B GBA1 GFRA1 GJA1 GJA5 GJA8 GK GLB1 GLE1 GLI3 GNE GNPTAB GNRH1 GNRHR GNS GON7 GORAB GP1BB GPAA1 GPC3 GPC4 GREB1L GRIP1 GTF2E2 GTF2H5 H3-3A H4C11 H4C3 H4C9 HACE1 HBA1 HBA2 HDAC4 HDAC8 HEATR3 HECTD4 HELLS HEPACAM HERC1 HEY2 HID1 HIRA HIVEP2 HMGA2 HNRNPH2 HNRNPU HPDL HRAS HS2ST1 HS6ST1 HSD17B4 HSPG2 HUWE1 IDUA IFT140 IFT43 IGHM IGLL1 IL11RA IL1RAPL1 IL6ST INPPL1 INSR INTS1 INTS8 INTU IPO8 IQSEC2 IRX5 ITCH ITGA3 ITGA8 JAG1 JARID2 JMJD1C KAT6B KATNB1 KATNIP KBTBD13 KCNH1 KCNJ2 KCNJ5 KCNMA1 KCNN3 KDM1A KIAA0586 KIAA0753 KIF15 KIF21A KIF7 KIFBP KISS1 KISS1R KLF13 KLHL41 KMT2A KMT2D KNL1 KNSTRN KPTN KRAS KREMEN1 LAGE3 LBR LEMD3 LETM1 LIG4 LMBR1 LMNA LMNB1 LOX LRP2 LRP4 LRP5 LRPPRC LRRC8A LTBP4 LZTR1 MACF1 MAD2L2 MAF MAN1B1 MAN2B1 MAN2C1 MAP2K1 MAP2K2 MAP3K7 MAPK1 MAPK8IP3 MAPRE2 MARS1 MARS2 MASP1 MAT2A MBD5 MCTP2 MED12 MED12L MED13 MED13L MED25 MED27 MEF2C MEGF8 MFAP5 MGAT2 MICU1 MID1 MKS1 MMP2 MN1 MOCS1 MOCS2 MPLKIP MRAS MRPS14 MTOR MUSK MYH11 MYH3 MYLK MYOD1 MYPN NAA10 NALCN NARS1 NBAS NCDN NDE1 NEB NEDD4L NELFA NF1 NFASC NFIX NGLY1 NHLH2 NKX2-5 NKX2-6 NKX3-2 NONO NOTCH2 NOTCH3 NRAS NRCAM NSD1 NSD2 NSMCE3 NSMF NSRP1 NSUN2 NUP107 NUP133 NUP88 NXN ODC1 OFD1 OGT OSGEP OTUD5 PACS1 PACS2 PAFAH1B1 PAICS PALB2 PARS2 PAX3 PDE4D PDE6D PDGFRB PDHX PDZD8 PEPD PEX1 PEX2 PEX3 PEX5 PEX6 PGAP2 PGAP3 PHACTR1 PHGDH PHIP PIEZO2 PIGA PIGB PIGG PIGL PIGN PIGO PIGV PIGW PIGY PIK3CA PIK3CD PIK3R1 PIK3R2 PITX1 PITX2 PLCB3 PLP1 PMM2 POC1A POGZ POLR1A POLR1B POLR1C POLR1D POLR2A POLR3A POR PPP1CB PPP1R12A PPP1R21 PPP2CA PPP2R1A PPP2R5D PPP3CA PRDM13 PRKACB PRKAR1A PRKG1 PRMT7 PROK2 PROKR2 PRORP PRPS1 PSAT1 PSMD12 PTCH1 PTCH2 PTDSS1 PTEN PTH1R PTPN11 PTRH2 PUS1 PYCR1 PYCR2 QRICH1 RAC3 RAD21 RAD51 RAD51C RAF1 RAI1 RAPSN RASA2 RB1 RBL2 RBM10 RECQL4 RELN RERE RET RFWD3 RIPK4 RIT1 RLIM RMRP RNF113A RNF2 RNU4ATAC ROR2 RPGRIP1 RPGRIP1L RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS6KA3 RPS7 RRAS RRAS2 RREB1 RSPO2 RSPRY1 RSRC1 RUNX2 RUSC2 RYR1 SALL4 SCN1A SCNM1 SCYL2 SEC23A SEC24C SEC24D SEMA3E SEMA5A SET SETBP1 SETD1A SETD2 SH2B1 SH3PXD2B SHANK3 SHOC2 SIAH1 SIK3 SIN3A SIX2 SKI SKIC2 SKIC3 SLC12A6 SLC18A3 SLC1A4 SLC25A12 SLC25A24 SLC26A2 SLC29A3 SLC2A10 SLC35C1 SLC37A4 SLC39A13 SLC39A7 SLC45A1 SLX4 SMAD2 SMAD3 SMAD4 SMARCA2 SMARCD1 SMCHD1 SMG9 SMO SMS SNAP29 SNRPN SOS1 SOS2 SOST SOX6 SOX9 SPART SPECC1L SPEN SPI1 SPINT2 SPOP SPRED1 SPRED2 SPRY4 SPTBN1 SRD5A3 STAMBP STAT3 STRADA SUFU SUPT16H SUZ12 TAC3 TACR3 TAF1 TAOK1 TAPT1 TARS1 TASP1 TBC1D24 TBCD TBCE TBL1XR1 TBR1 TBX1 TBX15 TBX2 TBX4 TCF12 TCF3 TCIRG1 TCOF1 TCTN1 TCTN2 TCTN3 TDO2 TELO2 TENM3 TFAP2A TFAP2B TFE3 TGDS TGFB2 TGFB3 TGFBR1 TGFBR2 THOC2 THRA THSD1 THSD4 THUMPD1 TLK2 TMCO1 TMEM107 TMEM138 TMEM147 TMEM216 TMEM231 TMEM237 TMEM53 TMEM67 TMEM94 TNFRSF11A TOGARAM1 TONSL TOPORS TP53RK TPM2 TPM3 TPRKB TRAPPC9 TRIM37 TRIO TRIP12 TRIP4 TRRAP TSR2 TTC26 TTC7A TUBA1A TUBB TWIST1 TWIST2 TXNDC15 TXNL4A UBE2A UBE2T UBE3B UBR7 UFC1 UFD1 UMPS USB1 VAC14 VPS35L VPS51 VSX1 WAC WARS2 WASHC5 WDPCP WDR11 WDR35 WDR37 WDR4 WDR73 WNT5A WNT9B XRCC2 XYLT2 YRDC YWHAE ZBTB18 ZBTB20 ZBTB24 ZEB2 ZIC1 ZIC2 ZIC3 ZMIZ1 ZMPSTE24 ZMYM2 ZMYND11 ZNF292 ZNF526 ZNF699 ZSWIM6 HP_HYPERTENSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERTENSION ABCB4 ABCB6 ABCC6 ABCG5 ABCG8 ACAT1 ACP5 ACTA2 ACTN4 ACVRL1 ADA2 ADAMTSL4 AIP ALG5 ALG9 ALMS1 ALX4 ANGPTL6 APOA1 APOB APRT ARHGAP31 ARL6 ARMC5 ARVCF ATRX B2M BANF1 BANK1 BAZ1B BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCL7B BICC1 BLK BMPR2 BNC2 BRAF BRCA2 BRCC3 BSCL2 BSND BUD23 C3 C4A C4B CACNA1D CACNA1H CAV1 CBS CC2D2A CCDC28B CCN2 CCND1 CCR6 CD2AP CD46 CDH23 CDKN1A CDKN1B CDKN2A CDKN2B CDKN2C CELA2A CEP164 CEP19 CEP290 CEP83 CFAP418 CFB CFH CFHR1 CFHR3 CFI CIDEC CLCN2 CLCNKA CLCNKB CLIP2 COL3A1 COL4A3 COL4A4 COL4A5 COMT COQ7 CORIN CPOX CR2 CTLA4 CTNNB1 CUL3 CYP11B1 CYP11B2 CYP17A1 CYP21A2 DCDC2 DEF6 DHCR7 DIS3L2 DLST DNAJB11 DNAJC30 DNASE1 DNMT3A DST DYRK1B DZIP1L ECE1 EDA EDA2R EGFR EIF4H ELN ELP1 ENG ENPP1 EPAS1 EPOR ERCC4 ERCC6 ERCC8 ETS1 EXOSC2 EXT2 FBN1 FCGR2B FCGR3B FGA FGFR2 FH FIG4 FKBP6 FLT1 FMO3 FMR1 FN1 FOXE3 FUZ G6PC1 GANAB GATA5 GBA1 GCH1 GEMIN4 GLA GNAS GP1BB GPC3 GPR101 GTF2I GTF2IRD1 GTF2IRD2 GUCY1A1 H19 H4C3 HBB HEY2 HGD HIRA HLA-B HLA-DPA1 HLA-DPB1 HLA-DRB1 HMBS HMOX1 HNRNPK HPSE2 HSD11B2 HTRA1 IDS IDUA IFIH1 IFNG IFT140 IFT172 IFT27 IFT74 IGHG1 IL10 IL12B IMPDH2 INF2 INVS IQCB1 IRAK1 IRF5 ITGA8 ITGAM JAK2 JAZF1 JMJD1C KCNJ10 KCNJ5 KCTD1 KIAA0319L KIF1B KLHL3 KRT18 LAMB2 LARS2 LBX1 LDLR LDLRAP1 LEMD3 LIMK1 LIPE LMNA LMX1B LOX LRIG2 LRP6 LRPPRC LYZ LZTFL1 MAFB MAT2A MAX MBTPS2 MC4R MDH2 MDM2 MECP2 MED12 MEF2A MEN1 METTL27 MFAP5 MGP MKKS MKS1 MLX MLXIPL MMP14 MMP2 MPL MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND5 MT-ND6 MT-TC MT-TE MT-TF MT-TK MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTFMT MTRR MUC1 MYH11 MYLK MYMK MYMX NCF1 NDUFAF6 NF1 NFIX NKX2-5 NOD2 NOS3 NOTCH1 NOTCH2 NOTCH3 NPHP1 NPHP3 NPHP4 NR3C1 NR3C2 NR4A2 NSMCE2 OFD1 OSGEP PAM16 PAX2 PBX1 PCSK9 PDCD1 PDE11A PDE3A PHF21A PIGA PKD1 PKD2 PKHD1 PLIN1 POR POU3F4 POU6F2 PPARG PPOX PRKACA PRKAR1A PRKG1 PRTN3 PTPN22 PXK REST RET RFC2 RNU4ATAC RNU7-1 RREB1 SCAPER SCLT1 SCN2B SCNN1A SCNN1B SCNN1G SDCCAG8 SDHA SDHAF2 SDHB SDHC SDHD SEC24C SERPINA6 SH2B3 SLC25A11 SLC2A10 SLC30A9 SLC35A2 SLC37A4 SMAD2 SMAD3 SMAD4 SMAD6 SMARCAL1 SPP1 SPRY2 STAT1 STAT2 STAT4 STOX1 STX1A SUGCT TBL2 TBX1 TERT TET2 TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 THBD THSD1 THSD4 TLR7 TMEM127 TMEM237 TMEM270 TMEM67 TMEM70 TNFAIP3 TNFRSF11A TNFRSF11B TNFSF4 TNIP1 TOM1 TP53 TRAF3IP1 TREX1 TRIM28 TRIM32 TRIP13 TRPC6 TSC1 TSC2 TTC8 UBE2L3 UFD1 USP48 USP8 VAC14 VANGL1 VHL VPS37D WDPCP WDR19 WDR35 WNK1 WNK4 WRN WT1 XPNPEP3 XYLT1 XYLT2 YY1AP1 ZMPSTE24 ZNRF3 HP_HYPERTENSIVE_CRISIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERTENSIVE_CRISIS ARVCF CAV1 CCN2 CCR6 COMT GP1BB HIRA HLA-B HLA-DRB1 IL12B IRF5 JMJD1C MLX MYMK MYMX RREB1 SEC24C TBX1 TLR7 UFD1 HP_HYPERTENSIVE_RETINOPATHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERTENSIVE_RETINOPATHY CCND1 DLST DNMT3A EPAS1 FH HSD11B2 KIF1B MAX MDH2 NF1 RET SDHA SDHAF2 SDHB SDHC SDHD SLC25A11 TMEM127 VHL HP_HYPERTHYROIDISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERTHYROIDISM AKT1 ARVCF BTNL2 CACNA1S CDH23 CLCNKB COMT DICER1 FMR1 FOXP3 GABRA3 GNAS GP1BB HIRA HLA-DRB1 JMJD1C KCNJ18 KCNJ2 KEAP1 MSTO1 PIK3CA POLG POLG2 POLR3A PTEN RREB1 RRM2B SEC24C SLC12A3 SLC25A4 SUGCT TBCK TBX1 THRB TSHR TWNK UFD1 HP_HYPERTONIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERTONIA AARS1 AARS2 AASS ABCA12 ABCA7 ABCC8 ABCD1 ABHD12 ABHD16A ACADS ACAT1 ACD ACER3 ACOX1 ACP5 ACTA1 ACTL6B ADAM22 ADAR ADARB1 ADAT3 ADCY5 ADD3 ADGRG1 ADH1C ADNP ADSL AFF3 AFG3L2 AGA AGTPBP1 AIFM1 AIMP1 ALDH18A1 ALDH3A2 ALG11 ALG3 ALG9 ALS2 AMACR AMFR AMPD2 ANG ANK3 ANKLE2 ANXA11 AP1G1 AP1S2 AP3B2 AP4B1 AP4E1 AP4M1 AP4S1 AP5Z1 APC APC2 APOE APP ARF1 ARG1 ARHGAP31 ARHGEF9 ARL13B ARL6IP1 ARNT2 ARSA ARSI ARV1 ARX ASAH1 ASNS ASPA ASXL1 ASXL2 ASXL3 ATAD1 ATAD3A ATL1 ATM ATN1 ATP13A2 ATP1A2 ATP1A3 ATP2B3 ATP5F1A ATP5F1D ATP5F1E ATP5MC3 ATP5MK ATP6AP2 ATP6V0A1 ATP6V0A2 ATP6V1A ATP6V1E1 ATP7A ATP7B ATPAF1 ATPAF2 ATRX ATXN1 ATXN10 ATXN2 ATXN3 ATXN7 ATXN8OS AUH AUTS2 B3GALNT2 B4GALNT1 B4GAT1 BAZ1B BCAS3 BCKDHA BCKDHB BCL11B BCL7B BCOR BCS1L BEAN1 BICD2 BMPR1A BOLA3 BRAF BRAT1 BRD4 BRF1 BSCL2 BTD BUD23 C12orf57 C19orf12 C2orf69 CACNA1A CACNA1B CACNA1C CACNA1D CACNA1E CACNA1G CACNA2D1 CAMK2A CAMK2B CAMLG CAMSAP1 CAPN1 CARS1 CARS2 CASK CCDC88C CCNF CCT5 CDC40 CDC42BPB CDK19 CDKL5 CDON CELF2 CEP85L CFAP410 CHCHD10 CHCHD2 CHKA CHMP1A CHMP2B CHP1 CIT CKAP2L CLCF1 CLCN3 CLCN4 CLDN11 CLIC2 CLIP2 CLN3 CLN5 CLN8 CLP1 CLPB CLTC CNKSR2 CNOT1 CNP CNPY3 CNTNAP1 CNTNAP2 COA8 COASY COG2 COG4 COL4A1 COL4A2 COLGALT1 COPB1 COPB2 COQ2 COQ5 COQ9 COX11 COX15 COX8A CP CPSF3 CPT1C CRLF1 CRPPA CRYAB CSF1R CTC1 CTNNA2 CTNNB1 CTSD CYB5A CYB5R3 CYFIP2 CYP27A1 CYP2U1 CYP7B1 DAB1 DALRD3 DAO DARS1 DARS2 DBT DCTN1 DCX DDB2 DDC DDHD1 DDHD2 DDX3X DEGS1 DENND5A DHCR24 DHCR7 DHDDS DHPS DISP1 DKC1 DLAT DLD DLL1 DLL4 DMXL2 DNAJC12 DNAJC13 DNAJC19 DNAJC30 DNAJC6 DNM1 DNM1L DNMT1 DOCK6 DPAGT1 DPH5 DPM1 DPYD DSTYK DTYMK DYM DYNC1H1 DYNC1I2 DYRK1A EARS2 EBP ECHS1 EDNRB EED EEF1A2 EIF2AK1 EIF2AK2 EIF2AK3 EIF2B1 EIF2B2 EIF2B4 EIF2S3 EIF4G1 EIF4H ELN ELOVL1 ELOVL4 ELP2 EMC1 EML1 ENTPD1 EOGT EPCAM EPHA4 EPM2A EPRS1 ERBB4 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ERLIN1 ERLIN2 EXOC2 EXOC8 EXOSC3 EXOSC5 EXOSC8 EXOSC9 EXTL3 EYA1 EZH2 FA2H FAN1 FAR1 FARS2 FBLN1 FBXO28 FBXO7 FBXW11 FCSK FDX2 FDXR FGF12 FGF13 FGF8 FGFR1 FIG4 FKBP6 FKRP FKTN FLNA FLRT1 FMR1 FOXG1 FOXH1 FOXP1 FOXRED1 FRMD4A FRMD5 FRMPD4 FRRS1L FTL FTO FUCA1 FUS FXN FZR1 GABBR2 GABRA1 GABRA2 GABRA5 GABRB2 GABRG2 GAD1 GALC GAMT GAN GAS1 GATAD2B GBA1 GBA2 GBE1 GCDH GCH1 GDAP2 GEMIN4 GFAP GFM1 GFM2 GIGYF2 GJA1 GJB1 GJC2 GLB1 GLE1 GLI2 GLRA1 GLRB GLRX5 GLT8D1 GLUD2 GLYCTK GM2A GMPPA GMPPB GNAI1 GNAO1 GNB1 GON7 GOT2 GPAA1 GPHN GPT2 GRIA2 GRIA3 GRIA4 GRIK2 GRIN1 GRIN2A GRIN2B GRIN2D GRM1 GRM7 GSS GSX2 GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GTPBP2 GUF1 H1-4 H3-3A H4C5 HACE1 HCN1 HDAC8 HECTD4 HEPACAM HEXA HEXB HID1 HIKESHI HK1 HLA-DQB1 HLA-DRB1 HLCS HMGCL HNRNPA1 HNRNPH2 HPDL HPRT1 HS2ST1 HSD17B10 HSD17B4 HSPD1 HSPG2 HTRA1 HTRA2 HTT HUWE1 IARS1 IBA57 IDUA IFIH1 IKBKG IMPDH2 INPP5E INPP5K INTS8 IREB2 IRF2BPL ISCA1 ISCA2 ITM2B JAM2 JAM3 JPH3 KANK1 KARS1 KAT6A KATNB1 KCNA1 KCNA2 KCNA4 KCNB1 KCNC2 KCNC3 KCND3 KCNJ6 KCNN2 KCNQ2 KCNQ3 KCNT1 KDM1A KDM5C KIDINS220 KIF11 KIF1A KIF1C KIF2A KIF5A KIF5C KIFBP KLC2 KMT2B KPNA3 KRAS KY KYNU L1CAM L2HGDH LAGE3 LAMB1 LARGE1 LBR LDHA LETM1 LIAS LIMK1 LINGO1 LIPT1 LIPT2 LMBRD2 LMNB1 LMX1B LNPK LOXL1 LRPPRC LRRK2 LSM11 LYRM7 LYST MACF1 MAG MAN2B1 MAPK8IP3 MAPT MARS1 MARS2 MATR3 MBOAT7 MCCC1 MCCC2 MCEE MCOLN1 MDH1 MECP2 MECR MED11 MED12 MED13L MED17 MED23 MED25 MED27 METTL27 METTL5 MFF MFN2 MFSD2A MGAT2 MICOS13 MICU1 MINPP1 MIPEP MLC1 MLH1 MLH3 MLXIPL MME MOCS1 MOCS2 MORC2 MPDU1 MPLKIP MRE11 MRM2 MRPS22 MRPS34 MSH2 MSH6 MSL3 MT-ATP6 MT-ATP8 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TI MT-TK MT-TL1 MT-TP MT-TT MT-TV MT-TW MTFMT MTHFR MTHFS MTO1 MTPAP MTRFR MTRR MYO5A NAA10 NACC1 NADK2 NAGA NALCN NARS1 NARS2 NAXD NAXE NCAPD3 NCAPG2 NCF1 NDE1 NDP NDUFA13 NDUFA2 NDUFA4 NDUFA6 NDUFA8 NDUFA9 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF6 NDUFC2 NDUFS4 NDUFV1 NDUFV2 NECAP1 NEFH NEFL NEK1 NEU1 NEUROD2 NEXMIF NFASC NFIX NFU1 NHLRC1 NIPA1 NIPBL NKX6-2 NODAL NOP56 NOTCH1 NOTCH2NLC NOTCH3 NOVA2 NPC1 NPC2 NPHP3 NR2F1 NR4A2 NSD1 NSRP1 NSUN2 NT5C2 NTNG1 NTNG2 NTRK2 NUBPL NUP107 NUP133 NUP214 NUP54 NUP62 NUS1 OCLN ODC1 OGDH OGDHL OPA1 OPA3 OPHN1 OPTN OSGEP OSTM1 OTUD6B PACS2 PAFAH1B1 PAH PANK2 PARK7 PARN PARS2 PAX1 PAX3 PCBD1 PCCA PCCB PCDH12 PCDH19 PCLO PCYT2 PDCD1 PDE8B PDGFB PDGFRB PDHX PET100 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PFN1 PGAP1 PHACTR1 PHGDH PI4KA PIEZO2 PIGA PIGN PIGP PIGQ PIGU PIK3CA PINK1 PITX3 PLA2G6 PLAA PLCB1 PLCH1 PLK4 PLP1 PLPBP PMPCA PMPCB PMS1 PMS2 PNKD PNKP PNP PNPLA6 PNPLA8 PNPO PNPT1 PODXL POLA1 POLG POLG2 POLR1C POLR3A POLR3B POLR3GL POMGNT1 POMT1 POMT2 PON1 PON2 PON3 POU3F3 PPARGC1A PPFIBP1 PPIL1 PPP1R15B PPP3CA PPT1 PQBP1 PRDM13 PRDM8 PRF1 PRKCG PRKN PRNP PRORP PRPH PRPS1 PRRT2 PRUNE1 PSAP PSAT1 PSEN1 PSEN2 PSMC1 PSPH PTCD3 PTCH1 PTPN23 PTS PUM1 PYCR2 QDPR RAB11B RAB18 RAB27A RAB39B RAB3GAP1 RAB3GAP2 RAD21 RAD50 RALGAPA1 RANBP2 RARS1 RARS2 RBPJ REEP1 REEP2 REPS1 RERE RETREG1 RFC2 RFT1 RHOBTB2 RLIM RNASEH2A RNASEH2B RNASEH2C RNASET2 RNF113A RNF13 RNF170 RNF220 RNU4ATAC RNU7-1 ROGDI RPIA RPS20 RPS6KA3 RRM2B RTEL1 RTN2 RTTN RUSC2 RYR1 SACS SAMHD1 SATB1 SATB2 SCN1A SCN1B SCN2A SCN3A SCN4A SCN8A SCN9A SCYL1 SCYL2 SDHA SDHAF1 SDHB SDHD SEC31A SELENOI SEMA4A SEMA6B SEPSECS SERAC1 SETBP1 SETX SHH SHMT2 SHQ1 SIGMAR1 SIK1 SIL1 SIX3 SIX6 SLC12A2 SLC12A5 SLC12A6 SLC13A5 SLC16A2 SLC17A5 SLC18A2 SLC19A3 SLC1A2 SLC1A3 SLC1A4 SLC20A2 SLC25A10 SLC25A12 SLC25A15 SLC25A19 SLC25A22 SLC25A4 SLC25A46 SLC2A1 SLC2A3 SLC30A10 SLC30A9 SLC31A1 SLC32A1 SLC33A1 SLC35A2 SLC35C1 SLC38A3 SLC39A14 SLC5A6 SLC6A19 SLC6A3 SLC6A5 SLC6A8 SLC6A9 SLF2 SLITRK2 SMC1A SMC3 SMG9 SMPD1 SMPD4 SNCA SNCAIP SNORD118 SNX14 SOD1 SON SORL1 SOX10 SOX2 SOX4 SPART SPAST SPATA5 SPATA5L1 SPG11 SPG21 SPG7 SPOP SPR SPTAN1 SPTBN1 SPTBN2 SPTLC1 SQSTM1 SRD5A3 SRPX2 STAG2 STAMBP STIL STN1 STT3A STUB1 STX1A STXBP1 SUCLA2 SUCLG1 SUMF1 SUOX SUZ12 SVBP SYNE1 SYNGAP1 SYNJ1 SZT2 TACO1 TAF1 TAF15 TAF2 TAF8 TANGO2 TARDBP TARS1 TARS2 TBC1D20 TBC1D23 TBC1D24 TBCD TBCE TBK1 TBL1XR1 TBL2 TBP TCEAL1 TCF20 TCTN2 TDGF1 TDP1 TECPR2 TELO2 TERT TFG TGFB1 TGFBR2 TGIF1 TH THOC2 TIMM50 TIMM8A TINF2 TK2 TMEM106B TMEM222 TMEM231 TMEM240 TMEM270 TMEM63C TMEM67 TMTC3 TMX2 TNPO2 TNR TOE1 TOMM40 TOR1A TP53 TP53RK TPI1 TPK1 TPRKB TRAF7 TRAK1 TRAPPC12 TRAPPC4 TREM2 TREX1 TRIM8 TRIT1 TRMT10A TRMT5 TSEN15 TSEN2 TSEN34 TSEN54 TSPOAP1 TTC19 TTC26 TTPA TTR TUBA1A TUBB3 TUBB4A TUBG1 TUBGCP2 TUBGCP4 TUBGCP6 TUFM TWNK TXN2 TYROBP UBA5 UBAP1 UBE4A UBQLN2 UBTF UCHL1 UFC1 UFM1 UFSP2 UGDH UGP2 UNC13A UNC80 UQCRC1 USP8 VAC14 VAMP1 VAPB VARS2 VCP VPS11 VPS13A VPS13C VPS13D VPS35 VPS37A VPS37D VPS41 VPS4A VPS50 VPS53 VRK1 VWA3B WARS1 WARS2 WASHC4 WASHC5 WDR26 WDR4 WDR45 WDR45B WDR48 WDR62 WDR73 WLS WWOX XPA XPC YIF1B YRDC YWHAG ZBTB11 ZC4H2 ZEB2 ZFR ZFYVE26 ZFYVE27 ZIC2 ZNF292 ZNF335 ZNF526 ZNF592 ZNF668 ZSWIM6 HP_HYPERTONIC_DEHYDRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERTONIC_DEHYDRATION AQP2 AVPR2 CA12 SLC5A1 SPINK5 HP_HYPERTRICHOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERTRICHOSIS ABCA5 ABCC9 ADAMTS3 ADAT3 AFF3 AFF4 AGPAT2 AIP ALG9 AMMECR1 ANKRD11 ARID1A ARID1B ARID2 ARL3 ARX ASH1L ASXL1 ASXL2 ASXL3 ATP6V1B2 B3GLCT BAP1 BCAS3 BGN BICRA BLM BMP2 BPTF BRD4 BSCL2 CAV1 CAVIN1 CCDC47 CDC42 CDC42BPB CDH11 CDH2 CDK10 CDKL5 CDKN2A CDON CERT1 CHD5 CHMP1A CHRNA7 CHSY1 CKAP2L CLCN3 CLP1 COG7 COX5A CREBBP CSNK2A1 CTCF CTNNB1 CTSC CUL4B CWF19L1 DDB1 DEAF1 DHX30 DOCK7 DPAGT1 DPF2 EBF3 EDN3 EDNRB EHMT1 EMC10 EP300 ERLIN2 FBXO28 FBXO31 FGF3 FGFR1 FHL1 FLII FOS FRA10AC1 FREM1 GABRA3 GATA1 GJA5 GJA8 GJB4 GLB1 GNA14 GNB2 GNE GNS GPC3 GPC4 GPR101 HDAC8 HEATR3 HECTD4 HGSNAT HID1 HIVEP2 HMGA2 HNRNPU HSPA9 IDS IGF1R IL1RAPL1 IL6ST INSR IQSEC2 JARID2 KATNB1 KCNH1 KCNK4 KCNMA1 KCNN3 KDM1A KDM4B KIAA0753 KIF26A KIFBP KIT KLF13 KMT2A KNL1 KNSTRN KRT10 LEMD3 LTBP3 MAB21L1 MAN2B1 MAP1B MAPK1 MAPK8IP3 MAPRE2 MASP1 MBD5 MED13 MED27 MITF MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW NAGLU NANS NDST1 NDUFA12 NECTIN1 NEU1 NFIX NIPBL NMNAT1 NOTCH2 NSUN2 NUDT2 NUS1 OGT PACS1 PACS2 PAX3 PCDHGC4 PGM2L1 PHF8 PHIP PIGN PIGU PIK3CD POLR3A PPARG PPOX PPP1R15B PRKAR1A PRKG2 PRR12 PSMB8 PSMC3 PSMD12 PTCH1 PUF60 RAB18 RAB3GAP1 RAC1 RAD21 RAI1 RNF125 RPS23 RUSC2 SCN4A SETBP1 SETD5 SGSH SLC1A4 SLC25A24 SLC29A3 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMCHD1 SMPD4 SMS SNAI2 SNX14 SOX10 SOX11 SOX4 SPATA5 SPEN SPOP SPTBN1 SRCAP SRD5A3 STAG1 SUZ12 TAF1 TAF6 TALDO1 TASP1 TBCD TBCK TERT TFE3 TLK2 TMCO1 TMEM147 TMEM94 TOE1 TP53 TRAIP TRAPPC10 TRAPPC9 TRIM8 TRIO TRMT1 TRMT10A TTI2 TUBGCP2 TWIST2 UBE2A UBR7 UFC1 UGDH UGP2 UQCC2 UROD UROS USP9X VPS33A VPS37A WAC WARS1 WBP11 WNT4 XYLT1 ZBTB20 ZIC2 ZMYND11 ZNF292 ZNF407 ZNF699 ZNF711 ZNRF3 HP_HYPERTRIGLYCERIDEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERTRIGLYCERIDEMIA ABCA1 ABHD5 ADCY3 AEBP1 AGL AGPAT2 AKT2 ALMS1 APOA5 APOB APOC2 APOE BSCL2 CAV1 CAVIN1 CELA2A CEP19 CIDEC CREB3L3 CYP7A1 DEAF1 DEF6 DYRK1B EMD FARSA FECH FHL1 FLII FOS GK GPD1 GPIHBP1 HAVCR2 IQSEC2 JAG1 LCAT LDLRAP1 LEP LEPR LIPA LIPC LIPE LMF1 LMNA LPL LRP6 LYST MC4R MCM10 MTX2 NSMCE2 PHKA2 PHKB PHKG2 PIGH PIGT PIK3CG PLIN1 PLVAP PNPLA2 POLD1 POLR3A PPARG PRF1 PSMB10 PSMB4 PSMB8 PSMB9 PYGL RAI1 RSPO1 SAR1B SGPL1 SLC25A13 SLC29A3 SLC2A2 SLC37A4 SLC7A7 SMPD1 STX11 STXBP2 SYNE1 SYNE2 TMEM43 TNFRSF9 TTPA UNC13D WRN XIAP XRCC4 YARS1 HP_HYPERTROPHIC_CARDIOMYOPATHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERTROPHIC_CARDIOMYOPATHY AARS2 ABCC8 ABCC9 ACAD9 ACADVL ACTC1 ACTN2 ADAR AGK AGPAT2 AIP ALPK3 ANKS6 ATAD3A ATP5F1A ATP5F1D ATP5F1E ATP5MK ATP6V1A ATPAF1 ATPAF2 BAG3 BAZ1B BCL7B BCS1L BOLA3 BRAF BRCA1 BRCA2 BRIP1 BSCL2 BUD23 CAV1 CAV3 CAVIN1 CLIP2 CLN3 COA5 COA6 COA8 COQ2 COQ4 COX14 COX15 COX6B1 COX7B CPT1A CRLS1 CRYAB CSRP3 DES DHCR7 DLD DLK1 DNAJB4 DNAJC30 ECHS1 EIF4H ELAC2 ELN EMD ERCC4 FAH FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FASTKD2 FBXL4 FHL1 FHOD3 FKBP6 FLNC FNIP1 FOS FOXRED1 FTO FXN GAA GATA4 GLA GLB1 GNPTAB GNS GPR101 GTF2I GTF2IRD1 GTF2IRD2 GTPBP3 HADH HADHA HCCS HGSNAT HLA-B HRAS HSD17B10 IFIH1 IL12B INSR JPH2 KCNJ11 KCNJ8 KIF20A KLF1 KLHL24 KRAS LAMP2 LIAS LIMK1 LMNA LRP12 LRPPRC LSM11 LZTR1 MAD2L2 MAP2K1 MAP2K2 MC2R MEG3 MEN1 METTL27 MICOS13 MIPEP MLX MLXIPL MRAP MRAS MRPL3 MRPL44 MRPS14 MRPS22 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TE MT-TF MT-TH MT-TK MT-TL1 MT-TN MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTO1 MYBPC3 MYH6 MYH7 MYL2 MYL3 MYLK2 MYOZ2 MYPN NAGA NAGLU NCF1 NDUFA1 NDUFA10 NDUFA11 NDUFA2 NDUFA6 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB7 NDUFB9 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NEK8 NEXN NF1 NFS1 NNT NRAS NUBPL OPA1 PALB2 PLN PMM2 PPA2 PPARG PPP1CB PPP1R21 PRKAG2 PRUNE1 PTPN11 PYGL PYGM QRSL1 RAD51 RAD51C RAF1 RFC2 RFWD3 RIT1 RNASEH2A RNASEH2B RNASEH2C RNU7-1 RTL1 SAMHD1 SARDH SCO2 SDHA SDHAF1 SDHB SDHD SGSH SHMT2 SHOC2 SLC22A5 SLC25A3 SLC25A4 SLC2A10 SLC30A10 SLX4 SMC1A SOS1 SPRED2 STAR STX1A SUCLG1 SUFU SURF1 SYNE1 SYNE2 TAFAZZIN TANGO2 TAPT1 TBL2 TCAP TGFB1 TIMMDC1 TKFC TMEM126A TMEM126B TMEM270 TMEM43 TMEM70 TNNC1 TNNI3 TNNT2 TPI1 TPM1 TREX1 TRMT5 TSFM TTN TTPA TTR TULP3 TXNRD2 UBE2T UBE3C UCP2 UQCRFS1 VARS2 VCL VPS33A VPS37D XRCC2 YARS2 HP_HYPERTROPHIC_NERVE_CHANGES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERTROPHIC_NERVE_CHANGES EGR2 GDAP1 LITAF MPZ PMP22 PRX HP_HYPERURICEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERURICEMIA ACAT1 ALDOB ALMS1 CLDN16 FBP1 G6PC1 HMGCL HNF1B HPRT1 LMAN1 MCFD2 MUC1 MYC PFKM PHKA2 PHKB PPARG PRPS1 PYGL PYGM REN SARS2 SEC61A1 SH2B1 SLC37A4 TNFRSF11A TNFRSF11B UMOD HP_HYPERURICOSURIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERURICOSURIA ALDOB EHHADH GATM HPRT1 NDUFAF6 PRPS1 SLC22A12 SLC2A9 SLC34A1 HP_HYPERVENTILATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPERVENTILATION ARL13B BTD CABP4 CACNA1H CAMK2B CASK CDKL5 CHRNA2 CHRNA4 CHRNB2 CIZ1 CNTNAP2 CPLANE1 CRH DEPDC5 FBP1 GABBR2 GABRA1 GABRB3 GABRG2 HLCS JRK KCNT1 MECP2 MT-ATP6 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TK MT-TL1 MT-TV MT-TW NRXN1 SLC2A1 SYT1 TCF4 TLK2 UQCRFS1 HP_HYPOAMYLASEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOAMYLASEMIA CNOT1 DNAJC21 EFL1 SBDS SRP54 HP_HYPOARGININEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOARGININEMIA ALDH18A1 ASL ASS1 ATP5F1A CA5A CPS1 PNPO HP_HYPOAUTOFLUORESCENT_RETINAL_LESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOAUTOFLUORESCENT_RETINAL_LESION CFH CFI CWC27 EFEMP1 KIZ RPGR TLCD3B HP_HYPOCALCEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOCALCEMIA ACADVL ADAMTS3 ALG12 AP1S3 ARVCF BTK CA2 CACNA1C CAMKMT CASR CAV1 CCBE1 CHD7 CLCN7 CLCNKB COMT CSF1R CTNS CYP27B1 CYP2R1 CYP3A4 DGCR2 DGCR6 DGCR8 DMP1 ENPP1 ESS2 FAM111A FARSB FAT4 FGF23 FOCAD FOXP3 GATA3 GCM2 GEMIN4 GNA11 GNAS GNAS-AS1 GNB2 GP1BB HADHA HADHB HIRA HLA-DQA1 HLA-DQB1 IFT122 IL36RN JMJD1C LPIN1 MT-CO1 MT-CO3 OBSCN ORAI1 OSTM1 PIK3C2A PLEKHM1 PLVAP PPM1B PREPL PTH RFX7 RMRP RRAGD RREB1 RYR1 SEC24C SLC12A3 SLC3A1 SLC4A1 SNX10 STX16 TBCE TBX1 TCIRG1 TNFRSF11A TNFSF11 TRPM6 UBR1 UFD1 USP53 VDR HP_HYPOCALCEMIC_SEIZURES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOCALCEMIC_SEIZURES CYP27B1 CYP2R1 FAM111A GATA3 GCM2 GNAS PTH STX16 TBCE TNFRSF11A VDR HP_HYPOCALCEMIC_TETANY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOCALCEMIC_TETANY CTNS DMP1 ENPP1 FAM111A GNAS STX16 TBCE HP_HYPOCALCIURIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOCALCIURIA AP2S1 CASR CLCNKB CLDN10 FAM20A FXYD2 GNA11 KCNJ10 PHEX SLC12A3 HP_HYPOCHLOREMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOCHLOREMIA BSND CLCNKA CLCNKB KCNJ1 MAGED2 SLC12A1 SLC26A3 HP_HYPOCHOLESTEROLEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOCHOLESTEROLEMIA ABCA1 ALG12 APOB ATAD3A DHCR7 FDFT1 FLCN HSD3B7 MSMO1 MTTP PEX12 PMM2 PNLIP PSAP SAR1B UBE3B HP_HYPOCHROMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOCHROMIA GLRX5 HBB RHAG RHCE RHD SLC11A2 SLC25A38 STEAP3 UMPS HP_HYPOCHROMIC_ANEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOCHROMIC_ANEMIA ABCB7 ABCD3 ALAS2 ALG2 APC ATRX BCL11A C2orf69 CARD10 CASP10 CD55 CLCNKB CLPX COL2A1 COL7A1 CP DAXX DIAPH1 DNAJC19 EIF2AK3 ELF4 ELMO2 FAS FASLG FGF23 FN1 FOXP3 GALNT2 GATA1 HBA1 HBA2 HBB HBG1 HBG2 HLA-DQA1 HLA-DQB1 HSCB IREB2 IRX5 KARS1 KCNE1 KCNQ1 KLF1 LPIN2 MMP1 NAA10 OSTM1 PLA2G4A PUS1 SF3B1 SHPK SLC12A3 STK11 TAFAZZIN TET2 TF TGFB1 TMPRSS6 TRNT1 WAS ZNF699 HP_HYPOCHROMIC_MICROCYTIC_ANEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOCHROMIC_MICROCYTIC_ANEMIA ABCB7 ALAS2 ATRX BCL11A C2orf69 CARD10 CP DNAJC19 HBA1 HBA2 HBB HBG1 HBG2 HSCB KARS1 KLF1 LPIN2 OSTM1 SHPK TAFAZZIN TMPRSS6 TRNT1 HP_HYPODONTIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPODONTIA AARS1 ACOX1 ACTL6B ADAMTS2 AP3B2 APC APC2 ARL6 ARV1 ATP1A2 ATP1A3 ATP6V1A ATP6V1B2 BAZ1B BBS1 BCL11B BCL7B BUD23 CACNA1A CACNA1B CACNA2D1 CCDC28B CDH1 CDK19 CELF2 CEP152 CEP85L CFAP418 CHSY1 CKAP2L CLDN1 CLIP2 CLTC CNKSR2 CPLX1 CREBBP CTBP1 CTC1 CTSK CYFIP2 DALRD3 DDX59 DHDDS DKC1 DNAJC21 DNAJC30 DNM1 DVL1 DVL3 DYNC2LI1 EDA EDAR EDARADD EEF1A2 EIF4H ELN EP300 EVC EVC2 FBXO28 FGD1 FGF10 FGF12 FGF13 FGF3 FGFR2 FGFR3 FGFRL1 FKBP6 FLNB FOXC1 FZD2 FZR1 GABBR2 GABRA2 GABRA5 GABRB2 GABRG2 GDF5 GLI1 GRHL2 GRHL3 GRIN2D GTF2I GTF2IRD1 GTF2IRD2 HCN1 HECTD4 HMGA2 HSPA9 IFT122 IFT43 IFT52 IKBKG IRF6 IRX5 KCNA2 KCNB1 KCNH1 KCNMA1 KCNN3 KDF1 KDM6A KIF1C KMT2A KMT2D LAMB3 LEMD2 LEMD3 LETM1 LIMK1 LMNA LRP4 MAPK8IP3 MBTPS2 METTL27 MID1 MLXIPL MSX1 MTX2 NCF1 NECAP1 NECTIN1 NELFA NFKBIA NHP2 NKX2-1 NOP10 NPM1 NSD1 NSD2 NTRK2 NUS1 NXN OFD1 OTUD5 PACS2 PARN PARS2 PERP PIGG PIGL PIK3R1 PITX2 POLR1C POLR3A POLR3B POLR3K POP1 PORCN PPP2R3C PPP3CA PRKACA PRKACB PRKAR1A PTH1R PUS7 RBM28 RFC2 RMRP RNF13 ROR2 RPS6KA3 RTEL1 SCN3A SCN8A SCNM1 SCUBE3 SETD2 SLC13A5 SLC1A2 SLC38A3 SLC39A13 SMARCAL1 SMG8 STX1A SYNGAP1 SYNJ1 SZT2 TBL2 TBX3 TERC TERT TINF2 TMEM270 TP63 TRAF6 TRAK1 TRIM37 TRPV3 TSPEAR TWIST2 TYMS UBA5 UBE3C USB1 VPS37D WDR19 WDR35 WNT10A WNT5A WRAP53 WWOX XYLT1 YWHAG ZMPSTE24 HP_HYPOESTHESIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOESTHESIA ATL3 ATP7B COQ6 FGD4 KIF1A LITAF LZTR1 MYORG NF2 PMP22 POLG PRDM12 PRORP SERPING1 SMARCB1 TWNK TYMP HP_HYPOGLYCEMIC_COMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOGLYCEMIC_COMA ABCC8 AKT2 ETFA ETFB ETFDH GCK GLUD1 HADH HMGCL HMGCS2 HNF1A INSR KCNJ11 MC2R MRAP NFKB2 NNT STAR TXNRD2 UCP2 HP_HYPOGLYCEMIC_SEIZURES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOGLYCEMIC_SEIZURES ABCC8 AKT2 GCK GLUD1 HADH HNF1A INSR KCNJ11 MC2R MRAP NNT PCSK1 POGZ POMC PROP1 SLC16A1 SLC25A36 SLC37A4 STAR TANGO2 TBX19 TXNRD2 UCP2 HP_HYPOGLYCORRHACHIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOGLYCORRHACHIA SLC2A1 TBK1 TICAM1 TLR3 TRAF3 UNC93B1 HP_HYPOGONADISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOGONADISM ABCA4 ABCD1 AGBL5 AHI1 AHR AHSG AIP AIRE AKT1 ALG1 ALMS1 ALX4 AMACR ANAPC1 ANK1 ANOS1 ANTXR1 AR ARHGEF18 ARL2BP ARL3 ARL6 ARSL ATM ATP5F1A ATP5F1D ATP5F1E ATP5MK ATPAF1 ATPAF2 ATRX AXL BAP1 BAZ1B BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCL7B BCS1L BEST1 BMP15 BMP2 BMP4 BMP6 BMPR1B BRAF BRCA1 BRCA2 BRCC3 BRIP1 BUD23 CA4 CAMKMT CASZ1 CBL CBX2 CC2D2A CCDC141 CCDC28B CDH23 CDHR1 CDKN1C CEP19 CEP290 CERKL CFAP418 CHD4 CHD7 CHRNG CISD2 CLIP2 CLPP CLRN1 CNBP CNGA1 CNGB1 COL25A1 COQ2 CPE CRB1 CRX CTDP1 CTNNB1 CTNS CUL4B CYB5A CYP17A1 CYP19A1 DCAF17 DCC DDB2 DHDDS DHH DHX37 DHX38 DMPK DMRT1 DMRT3 DMXL2 DNAJC30 DNAL4 DNM1L DUSP6 EIF2S3 EIF4H ELN ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 EYS FAM161A FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FEZF1 FGF17 FGF8 FGFR1 FKBP6 FLRT3 FMR1 FOXA2 FOXL2 FSCN2 FSHB GABRD GALK1 GALT GATA4 GJB2 GLI2 GNAS GNRH1 GNRHR GPR101 GTF2I GTF2IRD1 GTF2IRD2 GUCA1B HAMP HBB HDAC8 HERC2 HESX1 HFE HGSNAT HJV HS6ST1 HSD17B3 HSPG2 IDH3A IDH3B IER3IP1 IFT140 IFT172 IFT27 IFT74 IFT88 IGF1 IL17RD IMPDH1 IMPG1 IMPG2 INPP5K ITGB6 KCNAB2 KIAA1549 KIF21A KISS1 KISS1R KIZ KLHL7 KRAS LAS1L LEP LEPR LGR4 LHB LHCGR LHX3 LHX4 LIG3 LIMK1 LMNA LRAT LSS LUZP1 LZTFL1 LZTR1 MAD2L2 MAGEL2 MAK MAP2K1 MAP3K1 MDM2 MECP2 MEN1 MERTK METTL27 MGME1 MKKS MKRN3 MKS1 MLXIPL MMP23B MRAS MRE11 MRPS7 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW MYH3 NCF1 NDN NDNF NECTIN1 NEK2 NF2 NHLH2 NPAP1 NPHP1 NR0B1 NR2E3 NR5A1 NRAS NRL NSMF NTN1 NUP107 OCA2 OFD1 OPA1 OTX2 PALB2 PCARE PCSK1 PDE4D PDE6A PDE6B PDE6G PDGFB PDPN PEX1 PEX6 PHF6 PHGDH PHOX2A PIK3CA PLXND1 PMM2 PNPLA6 POLA1 POLD1 POLE POLG POLR1C POLR3A POLR3B POLR3K POMGNT1 POU1F1 PPM1B PRCD PRDM13 PRDM16 PREPL PRKAR1A PRKCZ PRLR PROK2 PROKR2 PROM1 PROP1 PRORP PRPF3 PRPF31 PRPF4 PRPF6 PRPF8 PRPH2 PTCH1 PTCH2 PTDSS1 PTPN11 PWAR1 PWRN1 RAB3GAP1 RAB3GAP2 RAD51 RAD51C RAF1 RASA2 RBM28 RBP3 RDH12 RECQL4 REEP6 RERE REV3L RFC2 RFWD3 RGR RHO RIN2 RIT1 RLBP1 RNF216 RNU4ATAC ROM1 RP1 RP1L1 RP2 RP9 RPE65 RPGR RRAS RRAS2 RRM2B SAG SAMD9 SCAPER SCLT1 SCP2 SDCCAG8 SEMA3A SEMA3E SEMA4A SGPL1 SIL1 SIM1 SIX6 SKI SLC29A3 SLC39A4 SLC3A1 SLC7A14 SLX4 SMAD4 SMARCB1 SMARCE1 SMCHD1 SMO SNAP29 SNORD115-1 SNORD116-1 SNRNP200 SNRPN SOS1 SOS2 SOX10 SOX2 SOX3 SOX9 SPATA7 SPEN SPRED2 SPRTN SPRY4 SQSTM1 SRA1 SRY STEAP3 STS STUB1 STX1A SUFU TAC3 TACR3 TBL2 TCF12 TERT TFR2 TGFB1 TMEM270 TOPORS TP53 TP63 TRAF3IP1 TRAF7 TRIM32 TTC8 TUB TUBA1A TUBB2B TUBB3 TULP1 TWNK TYMP UBE2T UBE4B USH2A USP7 VAMP7 VPS37D VPS4A WDPCP WDR11 WFS1 WRN WT1 WWOX XPA XPC XRCC2 ZBTB20 ZFPM2 ZMPSTE24 ZNF408 ZNF513 HP_HYPOGONADOTROPIC_HYPOGONADISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOGONADOTROPIC_HYPOGONADISM AIP AKT1 ANK1 ANOS1 AXL BAP1 BAZ1B BCL7B BMP2 BMP6 BRAF BUD23 CBL CBX2 CCDC141 CDH23 CHD4 CHD7 CLIP2 COL25A1 CPE CTDP1 CTNNB1 DCAF17 DCC DHH DHX37 DMRT1 DMXL2 DNAJC30 DNAL4 DUSP6 EIF4H ELN FEZF1 FGF17 FGF8 FGFR1 FKBP6 FLRT3 FOXA2 FSHB GJB2 GLI2 GNRH1 GNRHR GPR101 GTF2I GTF2IRD1 GTF2IRD2 HDAC8 HERC2 HESX1 HFE HJV HS6ST1 HSD17B3 IL17RD KIF21A KISS1 KISS1R KRAS LAS1L LGR4 LHB LHX3 LHX4 LIG3 LIMK1 LZTR1 MAGEL2 MAP3K1 MEN1 METTL27 MKRN3 MLXIPL MRAS MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW NCF1 NDN NDNF NF2 NHLH2 NPAP1 NR0B1 NR5A1 NRAS NSMF NTN1 OCA2 OTX2 PCSK1 PDGFB PHOX2A PIK3CA PLXND1 PMM2 PNPLA6 POLA1 POLG POLR3A POLR3B POLR3K POU1F1 PRDM13 PROK2 PROKR2 PROP1 PTCH1 PTCH2 PTPN11 PWAR1 PWRN1 RAB3GAP1 RAB3GAP2 RAD51 RAF1 RASA2 RBM28 REV3L RFC2 RIT1 RNF216 RNU4ATAC RRAS RRAS2 RRM2B SEMA3A SEMA3E SIM1 SIX6 SMARCB1 SMARCE1 SMCHD1 SMO SNORD115-1 SNORD116-1 SNRPN SOS1 SOS2 SOX10 SOX2 SOX3 SOX9 SPRED2 SPRY4 SRA1 SRY STX1A SUFU TAC3 TACR3 TBL2 TCF12 TERT TFR2 TMEM270 TP63 TRAF7 TUBA1A TUBB2B TUBB3 TYMP VPS37D WDR11 WT1 HP_HYPOHIDROSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOHIDROSIS ABCA12 ADAT3 ALOX12B ALOXE3 ALX4 ARNT2 ARX CASK CERS3 CLCF1 CLDN10 COG6 COL11A1 COQ2 CRLF1 CST6 CSTB CTNS EDA EDA2R EDAR EDARADD ELOVL4 ELP1 ERCC4 ERCC6 ERCC8 FAM111B FGFR1 FLG GHR GJB2 GJB6 GLA GMPPA HESX1 HEXB IKBKG IL6ST KCTD1 KDF1 KRT14 LIFR LMNB1 MADD MBTPS2 NECTIN1 NFKBIA NIPAL4 OTX2 PKP1 PNPLA1 POLA1 PRDM12 PROKR2 RIPK4 ROGDI SCN9A SDR9C7 SHANK3 SLC13A5 SMARCAD1 SOX10 SOX2 SOX3 ST14 STIM1 STS SULT2B1 TGM1 TP63 TRAF6 TRIP4 TSPEAR WNT10A ZFHX2 HP_HYPOINSULINEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOINSULINEMIA ABCC8 AKT2 APPL1 BLK CEL DMXL2 GCK HNF1A HNF4A HYMAI INS KCNJ11 KLF11 NAB2 NEUROD1 PAX4 PCSK1 PDX1 PLAGL1 RNF125 STAT6 ZFP57 HP_HYPOINTENSITY_OF_CEREBRAL_WHITE_MATTER_ON_MRI https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOINTENSITY_OF_CEREBRAL_WHITE_MATTER_ON_MRI ADORA2A ADSL FDXR GALC GFM2 KARS1 LAMA2 POLG PSAP SAMHD1 TREX1 TYMP UBE2A ZEB2 HP_HYPOKALEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOKALEMIA AIP AKAP9 ANK2 ATP1A1 ATP6V0A4 BMPR1A BSND CACNA1C CACNA1D CACNA1S CALM1 CALM2 CALM3 CASR CAV3 CDH23 CDKN2A CLCN2 CLCNKA CLCNKB CLDN10 COL3A1 CTNNB1 CTNS CYP11B1 CYP11B2 CYP17A1 DEF6 EHHADH FXYD2 GABRA3 GATM GEMIN4 HSD11B2 INSR KCNE1 KCNE2 KCNE3 KCNH2 KCNJ1 KCNJ10 KCNJ18 KCNJ2 KCNJ5 KCNQ1 MAGED2 NDUFAF6 NOS1AP NR3C1 NUP214 OCRL PKD2 PRKAR1A RRAGD SCN10A SCN4A SCN4B SCN5A SCNN1A SCNN1B SCNN1G SERPINA6 SLC12A1 SLC12A3 SLC26A3 SLC2A2 SLC34A1 SLC4A1 SLC4A4 SMAD4 SNTA1 TBX5 TERT TP53 TRDN UNC45A USP8 ZNRF3 HP_HYPOKALEMIC_ALKALOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOKALEMIC_ALKALOSIS BSND CLCNKA CLCNKB CYP17A1 HLA-B HSD11B2 IKZF1 KCNJ1 KCNJ10 SCNN1B SLC12A1 SLC12A3 HP_HYPOKALEMIC_METABOLIC_ALKALOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOKALEMIC_METABOLIC_ALKALOSIS BSND CLCNKA CLCNKB HLA-B HSD11B2 IKZF1 KCNJ1 KCNJ10 SLC12A1 HP_HYPOKETOTIC_HYPOGLYCEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOKETOTIC_HYPOGLYCEMIA ABCC8 ACADVL AKT2 CPT1A CPT2 DOLK GCK HADH HADHA HADHB HNF1A HNF4A KCNJ11 SLC25A20 UCP2 HP_HYPOKINESIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOKINESIA ACTA1 AIFM1 ALG11 ATP13A2 ATP7B CFL2 CLTC DOK7 DPM2 FRRS1L GBA1 GFM1 GLRA1 GPHN HTT KIF21A KLHL40 KLHL41 LAMA2 LAMP2 LGI3 LMOD3 MPZ MRPS16 MTM1 MUSK MYOD1 NEB NUP88 PAM16 PDE8B PET117 POLG POLG2 PPP2R2B PRNP RAPSN RRM2B SLC18A3 SLC25A4 SLC2A3 SLC39A14 SLC52A2 SLC6A3 SNCA TH TPM2 TPM3 TSPOAP1 TUBA1A TWNK WWOX HP_HYPOLIPIDEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOLIPIDEMIA ACOX2 ANGPTL3 APOC3 CCT5 CETP GALNT2 MTTP NGLY1 PCYT1A SAR1B HP_HYPOLIPOPROTEINEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOLIPOPROTEINEMIA ABCA1 ALG6 ALMS1 ANGPTL3 APOA1 APOA5 APOB APOC3 APOE B4GALT1 CELA2A CEP19 CREB3L3 FDFT1 GALNT2 GPIHBP1 LCAT LDLRAP1 LIPA LMNA MSMO1 MTTP NGLY1 PANK2 PPARG PSMB8 SAR1B SLC25A13 SLC7A7 SMPD1 HP_HYPOMELANOTIC_MACULE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOMELANOTIC_MACULE DNAJC21 IFNG KRT14 KRT5 POFUT1 SASH1 TSC1 TSC2 HP_HYPOMETHIONINEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOMETHIONINEMIA ABCD4 LMBRD1 MMACHC MMADHC MTHFR MTR MTRR PRDX1 HP_HYPOMETRIC_SACCADES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOMETRIC_SACCADES APTX CACNA1G COQ5 DNAJC6 GBA1 GRM1 MAPT MME MRE11 MYORG NKX6-2 NPHP1 PLA2G6 SLC1A3 SPTBN2 TUBB4A HP_HYPOMIMIC_FACE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOMIMIC_FACE ATP13A2 ATP1A3 ATP6AP2 CC2D1A CLTC CNTNAP1 DDHD2 DNAJC13 DNAJC6 EIF4G1 FBXO7 FTL GBA1 GIGYF2 JAM2 KCNK9 LRRK2 MYMX OGDHL PLA2G6 PLAA PODXL POLG POLG2 PRDX3 RRM2B SLC18A2 SLC25A4 SLC30A10 SLC39A14 SLC6A3 SNCA SPR SYNJ1 TECPR2 TWNK TXNL4A VPS35 HP_HYPOPARATHYROIDISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOPARATHYROIDISM AIRE ARVCF ATP7B CHD7 COL4A5 COMT DGCR2 DGCR6 DGCR8 ESS2 FAM111A GATA3 GCM2 GP1BB HADHA HADHB HBB HIRA IRX5 JMJD1C LIG4 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW NKX2-1 NSUN2 PIGT PTH PTH1R RREB1 SEC24C TBCE TBX1 TBX2 UFD1 HP_HYPOPHOSPHATEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOPHOSPHATEMIA ABCC6 ALDOB AP2S1 CACNA1S CASR CDC73 CLCN5 CLCN7 COL4A3 CTNS CYP27B1 CYP2R1 CYP3A4 DMP1 EHHADH ENPP1 FAH FAM111A FAM20C FGF23 GABRA3 GATM GCM2 GNAS HNF4A HRAS INPPL1 KCNJ18 KRAS MEN1 NAB2 NDUFAF6 NHERF1 NRAS OCRL PHEX POLRMT PTH1R SLC2A2 SLC34A1 SLC34A3 SNX10 STAT6 TCIRG1 TNFSF11 VDR HP_HYPOPHOSPHATEMIC_RICKETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOPHOSPHATEMIC_RICKETS ABCC6 CLCN5 CTNS DMP1 EHHADH ENPP1 FAH FGF23 GATM HNF4A HRAS KRAS NAB2 NDUFAF6 NRAS PHEX POLRMT SLC34A1 SLC34A3 STAT6 HP_HYPOPIGMENTATION_OF_HAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOPIGMENTATION_OF_HAIR ABCA2 ACD AP3B1 AP3D1 ATM ATP10A ATP7A BLOC1S3 BLOC1S5 CACNA1F CHN1 CLCN7 CTC1 CTNS DCT DHCR7 DKC1 DPP9 DSTYK DTNBP1 EDN3 EDNRB EPG5 FAS FGFR3 GJB6 GNPTAB HERC2 HPS1 HPS3 HPS4 HPS5 HPS6 HRAS IFT140 KANSL1 KIT KITLG KRT25 KRT71 KRT74 LAMTOR2 LIPH LMNA LPAR6 LRMDA LRPPRC LYST MAFB MAGEL2 MC1R MITF MKRN3 MLPH MOGS MYO5A NDN NHP2 NOP10 NPAP1 NPM1 OCA2 PADI3 PAH PARN PAX3 PDE4D PEPD PIGN PTPN22 PWAR1 PWRN1 RAB27A RMRP RTEL1 SALL4 SIM1 SKIC2 SKIC3 SLC17A5 SLC24A5 SLC45A2 SNAI2 SNORD115-1 SNORD116-1 SNRPN SOX10 TAFAZZIN TERC TERT TFAP2A TGM3 TINF2 TMCO1 TP63 TYMS TYR TYRP1 UBE3A UBR1 USB1 WDR45 WRAP53 WRN ZNF699 HP_HYPOPIGMENTATION_OF_THE_FUNDUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOPIGMENTATION_OF_THE_FUNDUS BLOC1S6 CACNA1F CHM COL4A1 EDNRB EPG5 GGCX GPR143 GUCA1A GUCY2D IFNG KIF7 LAMB2 MC1R MITF MTTP OCA2 PAX3 PRPH2 SLC25A15 SLC45A2 SOX10 TSC1 TSC2 TYR HP_HYPOPIGMENTATION_OF_THE_SKIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOPIGMENTATION_OF_THE_SKIN ABCB6 ABCC9 ACP5 ADAR AIRE AKT1 ALG3 ANAPC1 ANTXR1 AP3B1 AP3D1 APC2 APOE ARVCF ATP10A ATP7A BLM BLOC1S3 BLOC1S5 BLOC1S6 BRCA1 BRCA2 BRIP1 BTK BTNL2 CACNA1F CAV1 CBS CCN2 CCR6 CD28 CHN1 CIB1 CLCN7 CLTRN COL25A1 COMT COX7B CRIPT CTC1 CTLA4 CTNS CTSC DCPS DCT DDB2 DKC1 DNAJC21 DPP9 DTNBP1 EBP EDN3 EDNRB EPG5 ERCC2 ERCC3 ERCC4 ERCC5 ERF FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAS FERMT1 FGFR2 FGFR3 GALC GATA1 GNPTAB GP1BB HCCS HERC2 HIRA HLA-DRB1 HPS1 HPS3 HPS4 HPS5 HPS6 HRAS IFNG IKBKG IL7 IRF5 JMJD1C KANSL1 KIAA0319L KIT KITLG KLHL24 KLLN KRAS KRT14 KRT5 LAMTOR2 LIPE LMNA LRMDA LYST MAD2L2 MAFB MAGEL2 MC1R MITF MKRN3 MLH1 MLPH MTOR MYO5A NDN NDUFB11 NHP2 NOP10 NPAP1 NPM1 NRAS NSD1 OCA2 OCRL PAH PALB2 PARN PAX3 PCNT PCSK1 PIGN PIK3CA POFUT1 POGLUT1 POLH POMC PORCN PPOX PSAP PSENEN PTEN PTPN22 PWAR1 PWRN1 RAB27A RAD51 RAD51C RECQL4 RFWD3 RREB1 RTEL1 SALL4 SASH1 SDHB SDHC SDHD SEC23B SEC24C SETD2 SIM1 SKIC2 SKIC3 SLC17A5 SLC24A5 SLC35A2 SLC45A2 SLC6A19 SLX4 SMO SMS SNAI2 SNORD115-1 SNORD116-1 SNRPN SOX10 SPTBN1 TBX1 TCF4 TERC TERT TFE3 TINF2 TMC6 TMC8 TNFRSF1B TOE1 TP63 TSC1 TSC2 TWIST2 TYMS TYR TYRP1 UBE2A UBE2T UBE3A UFD1 UROD UROS USB1 USF3 WDR11 WDR45 WDR73 WRAP53 XPA XPC XRCC2 ZFHX4 ZNF699 ZPR1 HP_HYPOPIGMENTED_MACULE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOPIGMENTED_MACULE ABCB6 ANKLE2 CDKN1A CDKN1B CDKN2B CDKN2C DNAJC21 ENPP1 EPHB4 FANCC GPNMB IFNG KRT14 KRT5 MEN1 NF1 NONO PLEC POFUT1 POGLUT1 PSENEN RASA1 SASH1 SPECC1L TSC1 TSC2 HP_HYPOPIGMENTED_SKIN_PATCHES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOPIGMENTED_SKIN_PATCHES ABCB6 ABCC9 ACP5 AIRE AKT1 ANTXR1 ARVCF BLM BRCA1 BRCA2 BRIP1 BTK CAV1 CCN2 CCR6 CD28 CHN1 CIB1 CLTRN COMT COX7B CRIPT CTC1 CTLA4 CTSC DDB2 DKC1 EBP EDN3 EDNRB ERCC2 ERCC3 ERCC4 ERCC5 ERF FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAS FERMT1 FGFR2 FGFR3 GALC GP1BB HCCS HIRA HLA-DRB1 IKBKG IL7 IRF5 JMJD1C KIAA0319L KIT KITLG KLLN KRT14 KRT5 MAD2L2 MAFB MC1R MITF MTOR NDUFB11 NHP2 NOP10 NPM1 NRAS PALB2 PARN PAX3 PCNT PIK3CA PSAP PTEN PTPN22 RAD51 RAD51C RFWD3 RREB1 RTEL1 SALL4 SDHB SDHC SDHD SEC23B SEC24C SLC6A19 SLX4 SMO SNAI2 SOX10 TBX1 TCF4 TERC TERT TINF2 TMC6 TMC8 TNFRSF1B TWIST2 TYMS TYR UBE2A UBE2T UFD1 USB1 USF3 WRAP53 XPA XPC XRCC2 HP_HYPOPITUITARISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOPITUITARISM AAAS ACP5 ADAT3 ADNP AFF4 AIP AKT1 ALMS1 ALX3 ANOS1 APOA5 ARNT2 B3GLCT BAP1 BMP4 BPTF BRAF BRCC3 BTK CCDC141 CDH23 CDKN1C CDKN2A CDON CEP57 CHD7 CTNNB1 CTSK DBH DCAF17 DCC DISP1 DLL1 DNAJC21 DUSP6 DYRK1A EDA EDA2R EFL1 EIF2S3 ESCO2 FANCF FANCI FARSA FEZF1 FGF17 FGF8 FGFR1 FLNB FLRT3 FOXA2 FOXH1 FSHB GAS1 GCNA GH1 GHRHR GHSR GLI2 GLI3 GMNN GMPPA GNAS GNB2 GPR101 GRB10 GRM7 HBB HERC2 HESX1 HID1 HS6ST1 IARS2 IGF2 IGSF1 IKBKG IL17RD KANSL1 KATNIP KIAA0753 KMT2A LEP LEPR LHX3 LHX4 MADD MAGEL2 MAP2K2 MEN1 MKRN3 MPDU1 MT-ATP8 MT-TL1 NDN NDNF NF2 NFKB2 NFKBIA NKX2-1 NODAL NPAP1 OCA2 OTX2 PCSK1 PDGFB PIK3CA PITX2 PLCH1 PNPLA6 POLE POLR3A POLR3GL POMC POU1F1 POU3F4 PREPL PRKAR1A PROK2 PROKR2 PROP1 PSMD12 PTCH1 PUS1 PWAR1 PWRN1 RBM28 RFWD3 RNF113A RNPC3 RRAS2 RRM2B SBDS SEMA3A SEMA3E SHH SIN3A SIX3 SLC29A3 SLC7A7 SMARCB1 SMARCE1 SMC1A SMO SNORD115-1 SNORD116-1 SNRPN SOX10 SOX11 SOX3 SPRY4 SRD5A3 SRP54 STAG2 STAT5B STIL STX16 SUFU TACR3 TAF4B TBCE TBCK TBX19 TBX2 TDGF1 TERT TGIF1 THOC2 TMCO1 TMEM67 TP53 TP63 TRAF7 TRAPPC11 TRHR TSHB VPS13B WASHC5 WDR11 WDR4 YY1 ZIC2 ZMYND15 ZNF148 ZNRF3 ZSWIM6 HP_HYPOPLASIA_OF_OLFACTORY_TRACT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOPLASIA_OF_OLFACTORY_TRACT CPLANE1 FAM149B1 KIAA0753 KIF7 OFD1 PDE6D SOX9 TCTN3 TMEM216 TOPORS HP_HYPOPLASIA_OF_PENIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOPLASIA_OF_PENIS ABCA4 ACTA1 ACTB ADAR ADAT3 AGBL5 AHI1 AHR ALG12 ALKBH8 ALMS1 ALX4 ANK1 ANOS1 AR ARCN1 ARHGEF18 ARL2BP ARL3 ARL6 ARNT2 ARX ATAD3A ATP6V1A ATP6V1E1 ATRX AXL B3GALNT2 B4GAT1 B9D2 BAZ1B BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCL7B BEST1 BLTP1 BRD4 BUB1B BUD23 C2CD3 CA4 CAMK2A CASK CASZ1 CC2D2A CCDC141 CCDC22 CCDC28B CDC42BPB CDC45 CDC6 CDH11 CDH2 CDHR1 CDKL5 CDKN1C CDON CDT1 CENPT CEP19 CEP290 CEP41 CERKL CFAP418 CHD4 CHD7 CHRNG CILK1 CLIP2 CLRN1 CNGA1 CNGB1 COG5 COL4A1 COLEC10 COX7B CPE CRB1 CRPPA CRX CTU2 CUL4B CYB5A CYP17A1 DACT1 DAG1 DCAF17 DCC DCX DDX6 DHCR7 DHDDS DHODH DHX37 DHX38 DIS3L2 DISP1 DLL1 DMRT3 DMXL2 DNAJC19 DNAJC30 DPYSL5 DTYMK DUSP6 DVL1 DVL3 DYNC2H1 DYNC2I1 DYNC2I2 DYRK1A EBF3 ECE1 EED EHMT1 EIF2S3 EIF4H ELN ERCC2 ERCC6 ERCC8 EXT2 EYS EZH2 FAM111A FAM161A FANCB FANCD2 FANCF FANCL FAT4 FEZF1 FGF17 FGF8 FGFR1 FIG4 FKBP6 FKRP FKTN FLRT3 FOXH1 FRAS1 FREM2 FSCN2 FZD2 GABRD GAS1 GATA4 GH1 GHR GLI2 GLI3 GLYCTK GMNN GMPPB GNAO1 GNB2 GNRH1 GNRHR GPC3 GPC4 GPR161 GRIA3 GRIN1 GRIP1 GRM7 GTF2I GTF2IRD1 GTF2IRD2 GUCA1B H4C9 HCCS HDAC8 HERC1 HERC2 HESX1 HGSNAT HID1 HMGA2 HNRNPR HOXA13 HOXD13 HS6ST1 HSD3B2 HSPG2 HUWE1 IDH3A IDH3B IFIH1 IFT140 IFT172 IFT27 IFT74 IFT80 IFT88 IGF2 IL17RD IMPDH1 IMPG1 IMPG2 INPP5E INTU ISL1 KAT6B KATNIP KCNA1 KCNAB2 KDM5C KDM6A KIAA0586 KIAA0753 KIAA1549 KIF7 KISS1 KISS1R KIZ KLF1 KLHL15 KLHL40 KLHL41 KLHL7 KMT2D LAMA5 LARGE1 LEP LHB LHX4 LIG4 LIMK1 LMNB2 LMOD3 LMX1B LRAT LSM11 LSS LUZP1 LZTFL1 MADD MAGEL2 MAK MAMLD1 MAP3K1 MBD5 MCTP2 MED12 MEGF8 MERTK METTL27 MID1 MINPP1 MKKS MKRN3 MKS1 MLXIPL MMP23B MNX1 MTM1 MYH3 MYRF NCF1 NDNF NDUFB11 NEB NEK1 NEK2 NEUROD2 NHLH2 NIPBL NODAL NPAP1 NPHP1 NR0B1 NR2E3 NR5A1 NRL NSD1 NSMF NXN OFD1 OPHN1 ORC1 ORC4 ORC6 OTUD5 OTX2 PAFAH1B1 PBX1 PCARE PDE6A PDE6B PDE6G PDPN PHF21A PHF6 PIEZO2 PIGA PIGP PIGQ PLAG1 PNKP PNPLA6 POLE POLR1B POLR1C POLR1D POMGNT1 POMGNT2 POMK POMT1 POMT2 POR PPP1R12A PRCD PRDM13 PRDM16 PRKCZ PRKDC PROK2 PROKR2 PROM1 PRPF3 PRPF31 PRPF4 PRPF6 PRPF8 PRPH2 PRRX1 PSMC1 PSMD12 PTCH1 PTPN11 PWAR1 PWRN1 RAB18 RAB3GAP1 RAB3GAP2 RAD21 RBP3 RDH12 REEP6 RERE RFC2 RGR RHO RIPK4 RLBP1 RLIM RNASEH2A RNASEH2B RNASEH2C RNF113A RNU4ATAC RNU7-1 ROBO1 ROM1 ROR2 RP1 RP1L1 RP2 RP9 RPE65 RPGR RSPO2 RTTN RXYLT1 RYR1 SAG SALL1 SAMD9 SAMHD1 SATB2 SC5D SCAPER SCLT1 SCN1B SCN2A SDCCAG8 SEMA3A SEMA3E SEMA4A SETBP1 SGPL1 SHH SIK1 SIM1 SIN3A SIX3 SIX6 SKI SLC25A22 SLC25A24 SLC29A3 SLC32A1 SLC7A14 SMC1A SMC3 SMCHD1 SMO SNORD115-1 SNORD116-1 SNRNP200 SOX10 SOX2 SOX3 SOX9 SPATA7 SPEN SPRY4 SPTBN1 SRA1 SRD5A2 SRY STT3A STT3B STX1A STXBP1 SUFU SUZ12 TAC3 TACR3 TAPT1 TBC1D20 TBCE TBL1XR1 TBL2 TBX3 TCF12 TCF4 TCOF1 TDGF1 TGIF1 THOC2 THOC6 TMEM270 TOE1 TOGARAM1 TOPORS TP63 TREX1 TRIM32 TRIM8 TRPM3 TRRAP TSPYL1 TTC8 TUB TULP1 TWIST2 UBA1 UBE2A UBE4B UBR1 UBR7 USH2A USP7 VAC14 VAMP7 VPS35L VPS37D WASHC5 WDPCP WDR11 WDR35 WNT5A WNT7A WT1 WWOX XRCC4 YWHAE ZEB2 ZFPM2 ZIC2 ZNF408 ZNF513 ZPR1 HP_HYPOPLASIA_OF_TEETH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOPLASIA_OF_TEETH AARS1 ACP4 AIRE ALDH3A2 AMBN AMELX ATR AXIN2 C12orf57 CARS1 CEP152 CHD3 CLDN1 COG6 COL17A1 COL7A1 CREBBP CSTB CTBP1 CTSK CYP27B1 CYP2R1 DDX59 DLX3 DNAJC21 EDA EDAR EDARADD ENPP1 EP300 ERCC1 ERCC2 ERCC3 ERCC4 ERCC6 ERCC8 FAM20C FBXO28 FGF10 FGFR1 FGFR2 FGFR3 FLNA FLNB GALNT3 GJA1 GNAS GNB2 GRHL2 GTF2E2 GTF2H5 HECTD4 HLA-DQA1 HLA-DQB1 IFIH1 IFT122 IFT43 IRF6 IRX5 ITGA6 ITGB4 ITGB6 KCNJ2 KIF7 KRT14 KRT5 LAMA3 LAMB3 LAMC2 LMNA LMX1B LONP1 LRP4 LRP6 MED12 MMP1 MPLKIP MSX1 NECTIN4 NEK1 NF1 NUP133 OCRL ODAPH OFD1 PAK2 PAX9 PCGF2 PCNT PEX1 PGAP1 PIK3C2A PLEC PORCN PPP1R15B PTDSS1 RECQL4 RHOA RNF113A ROGDI RUNX2 SATB1 SCUBE3 SEC23A SLC10A7 SLC12A2 SLC35A2 SMARCA2 SMCHD1 SMOC2 SP6 STX16 SUMO1 TARS1 TGFA TP63 TRIM37 TRMT10A TTC7A UBR1 VDR WNT10A WNT10B ZMPSTE24 HP_HYPOPLASIA_OF_THE_BLADDER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOPLASIA_OF_THE_BLADDER ALG9 CCNQ GRIP1 MBTPS2 MED12 MKS1 ROBO1 WNT4 HP_HYPOPLASIA_OF_THE_BRAINSTEM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOPLASIA_OF_THE_BRAINSTEM ADCY5 ADGRG1 APC2 ASNS ASXL1 B3GALNT2 B4GAT1 BLTP1 BRF1 CASK CDC40 CEP55 CHMP1A CIT COASY COL3A1 CRPPA CSPP1 CTNNA2 DYNC1H1 DYNC1I2 DYRK1A EN1 EXOC2 EXOC7 FH FKRP FKTN FLVCR2 GMPPB INPP5E KIAA0586 KIFBP KPNA3 LAMB1 LARGE1 MACF1 MAST1 MED17 MFSD2A MINPP1 MTRR MYH3 MYMK NDE1 NFIX NSRP1 PAFAH1B1 PCLO PDHB PIEZO2 POMGNT1 POMK POMT1 POMT2 PPIL1 PPP1R15B PPP2CA PRDM13 PTCH1 PTEN PYCR2 RAB11B RAC1 RPGRIP1L SEPSECS SMPD4 TMEM216 TMEM237 TMEM67 TMTC3 TMX2 TOE1 TRMT10A TSEN15 TSEN2 TSEN34 TSEN54 TUBA1A TUBA8 TUBB TUBB2A TUBB2B TUBB3 USP9X VLDLR WARS2 WDR73 HP_HYPOPLASIA_OF_THE_COCHLEA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOPLASIA_OF_THE_COCHLEA DDX11 EYA1 FOXI1 FOXP2 KCNJ10 SIX1 SIX5 SLC26A4 HP_HYPOPLASIA_OF_THE_CORPUS_CALLOSUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOPLASIA_OF_THE_CORPUS_CALLOSUM ACER3 ACO2 ACTL6B ADAR ADARB1 ADAT3 ADNP AHCY AHDC1 AIFM1 AIMP2 AKT3 ALDH6A1 ALDH7A1 ALG12 ALG2 ALG3 ALG8 ALX4 AMPD2 ANKRD11 AP3B2 AP4B1 AP4E1 AP4M1 AP4S1 AP5Z1 APC2 ARFGEF2 ARHGAP31 ARID1B ARNT2 ARSI ARX ASNS ASPM ASXL1 ASXL3 ATL1 ATN1 ATP13A2 ATP6AP2 ATP6V1A ATP9A BCOR BICD2 BRAT1 BRF1 BUB1B C2CD3 CACNA1I CACNA2D1 CARS1 CARS2 CASK CCDC174 CCDC88A CDC42 CDK10 CDK13 CDKL5 CEP120 CEP290 CHMP1A CIT CLCN4 CLP1 CNOT1 CNOT3 CNP CNTNAP1 COASY COG2 COG4 COG6 COG7 COPB2 COX7B CRIPT CRPPA CSPP1 CTNNA2 CTNNB1 CTU2 CUL4B CYP2U1 DAG1 DARS1 DARS2 DCHS1 DCX DDHD2 DDX3X DDX6 DHCR7 DIAPH1 DMXL2 DOCK7 DPAGT1 DYNC1H1 DYNC1I2 DYRK1A EARS2 EBP EFNB1 EHMT1 EIF2AK2 EIF2S3 EMC1 EPRS1 ERLIN2 ERMARD EXOC2 EXOC7 EXOC8 EXOSC1 EXOSC8 EXTL3 FA2H FANCB FANCD2 FAT4 FBXL4 FBXW11 FDFT1 FDXR FGFR1 FGFR3 FIG4 FKRP FKTN FLCN FLNA FOXG1 FRA10AC1 FRMPD4 GABRA5 GABRB1 GAD1 GBA1 GBA2 GFER GFM1 GFM2 GJC2 GLRX5 GLUL GLYCTK GMPPB GNAO1 GOT2 GPSM2 GPT2 GRIA3 GRIA4 GRIN1 GRIN2A GRM7 GTPBP2 HACE1 HIC1 HIVEP2 HK1 HNRNPK HNRNPR HPDL HS2ST1 HSD17B4 HTRA2 HUWE1 IBA57 IER3IP1 IFIH1 IFT140 IFT27 IFT52 IGF1R KANSL1 KAT8 KATNB1 KCNA1 KCNK4 KCNQ2 KCNT1 KCNT2 KCTD7 KDM1A KDM5B KIAA0586 KIAA0753 KIDINS220 KIF14 KIF26A KIF2A KIF5A KIF5C KIF7 KIFBP KMT2C L1CAM LAMB1 LARGE1 LMNB1 LNPK LONP1 LSM11 LSS MACF1 MAF MAP1B MAPK8IP3 MAPKAPK5 MAPRE2 MBTPS2 MED12L MED25 MEF2C MFSD2A MID1 MINPP1 MOCS1 MOCS2 MOGS MRPS22 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW MTHFS MTOR MTRFR NADK2 NAE1 NALCN NANS NARS1 NARS2 NDE1 NDUFA2 NEDD4L NEUROD2 NEXMIF NF1 NFIA NFIX NHLRC2 NKX6-2 NMNAT1 NONO NOVA2 NR2F1 NRROS NT5C2 NUP188 OCA2 OGDHL OSGEP OTUD5 OTUD6B PAFAH1B1 PAH PARS2 PAX6 PCGF2 PCLO PCNT PDE6D PDHA1 PDHB PDHX PGAP1 PGAP2 PHGDH PIGA PIGB PIGG PIGN PIGP PIGQ PIGU PIK3R2 PITX1 PLAA PLPBP PNKP POGZ POLG2 POLR1C POLR2A POLR3A POLR3B POLR3GL POMT1 POMT2 POU3F3 PPFIBP1 PPP1R15B PPP1R21 PPP2CA PPP2R1A PRKDC PRMT7 PRPS1 PRUNE1 PSAP PSAT1 PTPN23 PUF60 PUS3 PYCR2 QARS1 RAB18 RAB3GAP1 RAB3GAP2 RAC1 RAC3 RAI1 RALGAPA1 RARS1 RB1 RELN REPS1 RERE RHOBTB2 RMND1 RNASEH2A RNASEH2B RNASEH2C RNF13 RNU4ATAC RNU7-1 RORA RSPRY1 RTTN RUSC2 SACS SAMHD1 SCN1B SCN2A SCN3A SEPSECS SETBP1 SETD2 SH3PXD2B SHMT2 SHOC2 SIK1 SIN3A SIX6 SLC1A2 SLC1A4 SLC25A10 SLC25A22 SLC25A24 SLC32A1 SLC35A2 SLC35B2 SLC5A6 SLC6A8 SLC6A9 SMARCE1 SMC1A SMG9 SNIP1 SON SOX2 SOX3 SPATA5 SPATA5L1 SPG11 SPG21 SPTAN1 SRPX2 SSR4 STAG2 STAMBP STXBP1 SVBP TAF1 TAF2 TARS2 TBC1D20 TBC1D23 TBCD TBCE TBCK TCF4 TECPR2 TGFB1 TMCO1 TMEM106B TMEM237 TMTC3 TMX2 TOE1 TOGARAM1 TP73 TRAPPC14 TRAPPC6B TRAPPC9 TREM2 TREX1 TRIM8 TRMT10A TRRAP TSEN15 TSEN2 TSEN34 TSEN54 TTI2 TUBA1A TUBB TUBB2A TUBB2B TUBB3 TUBGCP2 TYROBP UBA5 UBE3A UBE3B UBTF UGP2 UNC80 USP7 USP9X VAMP2 VARS1 VARS2 VPS11 VPS50 VPS51 VPS53 VWA3B WAC WDR26 WDR45B WDR62 WDR73 WDR81 WLS WT1 WWOX YARS1 YIF1B YWHAE YY1 ZBTB20 ZEB2 ZFR ZFYVE26 ZMIZ1 ZNF148 ZNF462 ZNHIT3 ZSWIM6 HP_HYPOPLASIA_OF_THE_EAR_CARTILAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOPLASIA_OF_THE_EAR_CARTILAGE CD96 DDR2 GON7 LAGE3 NUP107 NUP133 OSGEP TP53RK TPRKB WDR4 WDR73 YRDC HP_HYPOPLASIA_OF_THE_EPIGLOTTIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOPLASIA_OF_THE_EPIGLOTTIS CILK1 FGF10 FGFR2 FGFR3 FREM2 GLI3 NEK1 PRRX1 SETBP1 SF3B4 HP_HYPOPLASIA_OF_THE_FEMORAL_HEAD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOPLASIA_OF_THE_FEMORAL_HEAD IDUA IFNGR1 POP1 SLC26A2 TRAF3IP1 HP_HYPOPLASIA_OF_THE_FRONTAL_LOBES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOPLASIA_OF_THE_FRONTAL_LOBES ANKLE2 ARHGEF9 ASPM BRAF CDK5RAP2 CDK6 CENPE CENPJ CEP135 CEP152 CEP63 CIT COPB2 DHCR7 DPM1 FDXR FIG4 KIF14 KNL1 MBD5 MCM7 MCPH1 METTL5 MFSD2A NCAPD3 NUP37 PHC1 PYCR2 RNU4ATAC RTTN SARS1 SASS6 SLC35C1 STIL TAF13 TRAPPC10 TRAPPC14 VAC14 WARS1 WDR62 HP_HYPOPLASIA_OF_THE_IRIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOPLASIA_OF_THE_IRIS ADAMTSL1 CHN1 COL4A1 CPAMD8 CPLX1 CTBP1 ERCC6 FBN1 FGFR1 FGFRL1 FOXC1 HHAT HS2ST1 IGF1R ITPR1 LAMB2 LETM1 LRP2 MAFB MIR184 MITF NDP NSD2 PAX3 PAX6 PIK3R1 PITX2 PORCN SALL4 SOX10 STIM1 VSX1 WDR73 WT1 HP_HYPOPLASIA_OF_THE_MUSCULATURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOPLASIA_OF_THE_MUSCULATURE ACTA1 ALG9 ATP6V0A2 CAV3 COLEC11 FBN2 FLNA FLVCR2 GLE1 HACD1 HBB ITGA7 MAP3K20 MAP3K7 MYL2 MYMK PMP22 RBM8A SALL4 SCN4A SELENON TPM2 TPM3 HP_HYPOPLASIA_OF_THE_ODONTOID_PROCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOPLASIA_OF_THE_ODONTOID_PROCESS AIFM1 ARSB BGN COG4 COL2A1 COMP DDR2 DYM EIF2AK3 EXTL3 FGD1 FLNB FN1 GALNS GLB1 GNPTAB GUSB IARS2 IDUA INPPL1 LFNG LONP1 NFIX RAB33B RMRP TRAPPC2 TRPV4 HP_HYPOPLASIA_OF_THE_OLFACTORY_BULB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOPLASIA_OF_THE_OLFACTORY_BULB FOXP2 GSX2 POU3F3 SEMA3A SMCHD1 TUBB3 ZSWIM6 HP_HYPOPLASIA_OF_THE_PHALANGES_OF_THE_TOES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOPLASIA_OF_THE_PHALANGES_OF_THE_TOES ARID1B FIG4 IHH NOG SMARCA4 VAC14 WLS HP_HYPOPLASIA_OF_THE_PONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOPLASIA_OF_THE_PONS ADGRG1 AGTPBP1 AHCY ALG3 AMPD2 APC2 ARHGEF2 ASNS ATXN2 ATXN8OS B3GALNT2 BRF1 CASK CDON CLCN3 DCC DISP1 DLL1 DOCK7 EPG5 EXOSC1 EXOSC3 EXOSC8 EXOSC9 FGF8 FKRP FOXH1 GAS1 GLI2 GMPPB GPHN LARGE1 MAB21L1 MACF1 MARS2 MDH1 MED23 MINPP1 NODAL PCLO PI4KA PIGS PLK4 PMM2 POGZ POMGNT1 POMK POMT1 POMT2 PPIL1 PPP2R1A PRDM13 PTCH1 PTEN RELN RERE ROBO1 ROBO3 RTTN SEPSECS SETD2 SHH SIX3 SLC25A46 SLC5A6 SMARCA2 SNX14 STIL STUB1 TBC1D23 TDGF1 TGIF1 TOE1 TRAPPC12 TSEN15 TSEN2 TSEN34 TSEN54 TUBA1A TUBB2B TUBB3 UBE2A VPS51 VRK1 WNT1 ZIC1 ZIC2 HP_HYPOPLASIA_OF_THE_PRIMARY_TEETH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOPLASIA_OF_THE_PRIMARY_TEETH ERCC1 ERCC4 ERCC6 ERCC8 GJA1 PCGF2 UBR1 HP_HYPOPLASIA_OF_THE_RADIUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOPLASIA_OF_THE_RADIUS AFF4 ALG12 APC ATR CCNQ CHN1 DHODH DONSON EIF4A3 ESCO2 FANCB FANCF FANCI FGF10 FGFR2 FGFR3 GDF5 IFT81 IHH LRP4 MAFB NIPBL NPR2 PDE4D PRKAR1A RAD51C RBM10 RBM8A RECQL4 RFWD3 ROR2 RPL26 RPS19 SALL4 SF3B4 SHOX SLX4 TBX3 TBX5 TRIP11 WNT7A XRCC2 HP_HYPOPLASIA_OF_THE_UTERUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOPLASIA_OF_THE_UTERUS ADH5 B3GLCT BMP15 BMPR1B C14orf39 CHD7 CLPP COX7B CYB5A CYP11B1 CYP17A1 DCAF17 DHH DUSP6 ERAL1 ESR1 FGF17 FGF8 FGFR1 FIGLA FOXL2 GNRH1 GNRHR HCCS HNF1B HS6ST1 IRF6 KIF14 KISS1 KISS1R LARS2 MRPS22 MSH5 NDUFB11 NHLH2 NIN NR5A1 NSMF NUP107 POR PPP2R3C PROK2 PROKR2 SOHLH1 SOX11 SPIDR SPRY4 STRA6 TAC3 TACR3 WDR11 WNT4 HP_HYPOPLASIA_OF_THE_VAGINA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOPLASIA_OF_THE_VAGINA B3GLCT CYB5A CYP11B1 CYP17A1 DHX37 DMRT3 GATA4 IRF6 MAP3K1 NR0B1 NR5A1 SOX9 SRY VAMP7 WT1 WWOX ZFPM2 HP_HYPOPLASIA_OF_THE_VENTRAL_PONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOPLASIA_OF_THE_VENTRAL_PONS SEPSECS TSEN15 TSEN2 TSEN34 TSEN54 VRK1 HP_HYPOPLASIA_OF_THE_ZYGOMATIC_BONE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOPLASIA_OF_THE_ZYGOMATIC_BONE BAZ1B BCL7B BRAF BUD23 CHD7 CLIP2 CNOT1 COL11A1 DNAJC30 EIF4H ELN FGFR2 FKBP6 GTF2I GTF2IRD1 GTF2IRD2 KRAS LIMK1 MAP2K1 MAP2K2 METTL27 MLXIPL NBAS NCF1 NECTIN1 NOTCH2 OFD1 PEPD POLR1B POLR1C POLR1D RFC2 RUNX2 SEMA3E SF3B2 SF3B4 STX1A TBL2 TCOF1 TMEM270 TWIST2 VPS13B VPS37D HP_HYPOPLASTIC_ANEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOPLASTIC_ANEMIA KIF23 LPIN2 MVK RMRP RPS19 SAMD9L ZNF699 HP_HYPOPLASTIC_AORTIC_ARCH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOPLASTIC_AORTIC_ARCH BCOR CIROP CREBBP EP300 FOXF1 GJA1 GNB2 MAP3K7 NKX2-5 PPP1CB PPP2R1A PUF60 ZIC3 HP_HYPOPLASTIC_CERVICAL_VERTEBRAE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOPLASTIC_CERVICAL_VERTEBRAE ARSL EBP FLNB POGZ SLC26A2 SLC35B2 SOX9 TRPV4 HP_HYPOPLASTIC_DERMOEPIDERMAL_HEMIDESMOSOMES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOPLASTIC_DERMOEPIDERMAL_HEMIDESMOSOMES COL17A1 ITGA6 ITGB4 LAMA3 LAMB3 LAMC2 PLEC HP_HYPOPLASTIC_FEMALE_EXTERNAL_GENITALIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOPLASTIC_FEMALE_EXTERNAL_GENITALIA ACTB AR B3GLCT BRD4 CCNQ CDC45 CDC6 CDT1 CHD7 CTCF DVL1 DVL3 ECEL1 ESR2 FGFR2 FIG4 FZD2 GAD1 GMNN HDAC8 HERC2 HNRNPR IRF6 KAT6B MAGEL2 MKRN3 MOGS NDN NIPBL NPAP1 NXN OCA2 ORC1 ORC4 ORC6 POC1A POR PORCN PPP2R3C PWAR1 PWRN1 RAB18 RAB3GAP1 RAB3GAP2 RAC3 RAD21 RIPK4 ROR2 SEMA3E SETBP1 SIM1 SLC25A24 SMARCA2 SMC1A SMC3 SMCHD1 SNORD115-1 SNORD116-1 SNRPN TBC1D20 TP63 TWIST2 UBE3B VAC14 WNT5A HP_HYPOPLASTIC_FIFTH_FINGERNAIL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOPLASTIC_FIFTH_FINGERNAIL ARID1A ARID1B ARID2 DPF2 PGAP2 PIGF RBPJ SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SOX11 SOX4 HP_HYPOPLASTIC_FIFTH_TOENAIL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOPLASTIC_FIFTH_TOENAIL ARID1A ARID1B ARID2 DPF2 HOXA13 KRT5 PPP2R5D SET SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SOX11 SOX4 HP_HYPOPLASTIC_FINGERNAIL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOPLASTIC_FINGERNAIL ARHGAP31 ARID1A ARID1B ARID2 ATP6V1B2 BMPER CCDC22 CDKN1C CENPT COL11A1 COL11A2 DLL4 DOCK6 DPF2 DPYSL5 EOGT FBXO28 FGFR2 HMGA2 HYMAI IGF2 IKBKG KCNH1 KCNMA1 KCNN3 MBTPS2 MSX1 NOTCH1 PGAP2 PIGF PIGN PIGO PLAG1 PLAGL1 PLEC PTDSS1 RBPJ ROR2 RPS6KA3 SHOX SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SOX11 SOX4 TBC1D24 TFAP2A TWIST2 VPS35L WASHC5 ZNF462 HP_HYPOPLASTIC_FRONTAL_SINUSES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOPLASTIC_FRONTAL_SINUSES AGA ALX3 COL11A1 FLNA RUNX2 SFRP4 TRIM37 HP_HYPOPLASTIC_HEART https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOPLASTIC_HEART ARHGAP31 ATP6V1A B3GLCT CCDC22 CDK8 CFAP53 CHRNA1 CHRND CHRNG CIROP COQ4 CPLANE1 CREBBP CTU2 DPYSL5 DTNA DVL3 EP300 FLI1 FOXF1 GATA4 GATA5 GATA6 GJA1 GNB2 H3-3B HAAO IFT27 KYNU MCTP2 MKKS MYRF NADSYN1 NKX2-5 NOTCH1 NR2F2 PAH PKD1L1 PLXND1 SMAD6 SPOP STAG2 TBX1 TBX5 TMEM218 TRAF7 VPS35L WASHC5 WT1 ZIC3 HP_HYPOPLASTIC_HELICES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOPLASTIC_HELICES AASS AGO2 FOXP1 FRAS1 GNAI3 HOXA2 PAH PBX1 PLCB4 TFAP2A HP_HYPOPLASTIC_HIPPOCAMPUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOPLASTIC_HIPPOCAMPUS ATP1A3 CAMTA1 CARS2 CLCN3 EML1 GRIN1 MTHFD1 NDE1 OSTM1 POU4F1 SCN1A SLC35A2 STAMBP TCF4 TUBA1A VPS13A VPS51 HP_HYPOPLASTIC_ILIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOPLASTIC_ILIA ACP5 ARSB B3GALT6 CCBE1 COL11A1 COL11A2 COL2A1 CREBBP CTSK DLK1 DYM EED EP300 ERCC6 ERCC8 EVC EVC2 EZH2 FGFR3 FLNA FLNB FN1 GATA1 HDAC6 HSPG2 IFT81 IHH INPPL1 KAT6B LAMA5 LIFR LYSET MAN2B1 MEG3 NKX3-2 PCNT PCYT1A POLR3A POP1 RIPK4 RMRP RNU4ATAC RPS19 RTL1 RUNX2 SLC26A2 SLC35D1 SMAD4 SOX9 TBX15 TMEM67 TRAPPC2 WDR19 WNT7A HP_HYPOPLASTIC_ILIAC_WING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOPLASTIC_ILIAC_WING ARSB CCBE1 COL2A1 CREBBP CTSK DLK1 DYM EED EP300 ERCC6 ERCC8 EVC EVC2 EZH2 FN1 GATA1 HDAC6 IHH LAMA5 LYSET MEG3 NKX3-2 PCNT RIPK4 RTL1 RUNX2 SMAD4 SOX9 TBX15 TRAPPC2 WNT7A HP_HYPOPLASTIC_IRIS_STROMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOPLASTIC_IRIS_STROMA CHN1 FOXC1 MAFB MITF PAX3 PAX6 PITX2 SALL4 HP_HYPOPLASTIC_ISCHIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOPLASTIC_ISCHIA ABCC9 CCDC8 CDCA7 COL11A1 COL11A2 COL2A1 CUL7 FGFR2 HSPG2 IFT43 INPPL1 KAT6B OBSL1 PAM16 TBX15 TRIP11 HP_HYPOPLASTIC_LABIA_MAJORA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOPLASTIC_LABIA_MAJORA B3GLCT BRD4 CDC45 CDC6 CDT1 CTCF DVL1 DVL3 ECEL1 ESR2 FGFR2 FIG4 FZD2 GAD1 GMNN HDAC8 IRF6 NIPBL ORC1 ORC4 ORC6 POR PPP2R3C RAB3GAP2 RAD21 RIPK4 ROR2 SETBP1 SLC25A24 SMC1A SMC3 SMCHD1 TP63 TWIST2 UBE3B VAC14 WNT5A HP_HYPOPLASTIC_LABIA_MINORA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOPLASTIC_LABIA_MINORA ACTB CDC45 CDC6 CDT1 DVL1 DVL3 FZD2 GAD1 GMNN HERC2 MAGEL2 MKRN3 NDN NPAP1 OCA2 ORC1 ORC4 ORC6 PWAR1 PWRN1 RAB18 RAB3GAP1 RAB3GAP2 SETBP1 SIM1 SNORD115-1 SNORD116-1 SNRPN TBC1D20 TWIST2 WNT5A HP_HYPOPLASTIC_NIPPLES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOPLASTIC_NIPPLES ALG9 ANTXR1 BRD4 CCDC47 CHRNG DLK1 EDA EDARADD FAT4 FIG4 GNE HDAC8 IKBKG KDM6B KIF15 KMT2D KRT10 MEG3 MEGF8 MGAT2 NIPBL PEX2 PIGL PORCN PTPRF RAD21 RTL1 SETBP1 SLC25A24 SMC1A SMC3 TBX3 TP63 TUBB TWIST2 UBR1 USP9X WNT7A HP_HYPOPLASTIC_PELVIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOPLASTIC_PELVIS CCDC8 CEP120 COL2A1 COMP CUL7 ERCC6 ERCC8 FGFR3 NSDHL OBSL1 POC1A PORCN RSPO2 SMARCAL1 WNT3 WNT7A HP_HYPOPLASTIC_PUBIC_RAMUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOPLASTIC_PUBIC_RAMUS CPLX1 CTBP1 KAT6B LETM1 NELFA NSD2 PIGG HP_HYPOPLASTIC_SACRUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOPLASTIC_SACRUM FANCL POC1A ROR2 RPS19 TP63 TRIP11 HP_HYPOPLASTIC_SPLEEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOPLASTIC_SPLEEN FAM111A KATNB1 MCM10 NDE1 RELN SAMD9 STIM1 STRA6 HP_HYPOPLASTIC_TOENAILS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOPLASTIC_TOENAILS AFF4 ARID1A ARID1B ARID2 ATP6V1B2 BAZ1B BCL7B BUD23 CLIP2 COL11A1 CPT2 DLL4 DNAJC30 DPF2 DPH1 DPH2 DYNC2LI1 EED EIF4H EIF5A ELN EOGT EVC EVC2 EZH2 FGFR1 FKBP6 FTO GLI1 GTF2I GTF2IRD1 GTF2IRD2 HOXA13 HRAS INPPL1 KDM1A KRT5 LIG4 LIMK1 METTL27 MLXIPL MSX1 NCF1 NECTIN4 NOTCH1 NSD1 NSUN2 ODC1 PIGF PPP1CB PPP2R5D PRKACA PRKACB RFC2 RIPK4 SCO2 SET SHANK3 SHOC2 SLC35D1 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SOX11 SOX4 STX1A SUZ12 TBC1D24 TBL2 TBX3 TBX4 TCTN3 TELO2 TMEM270 VPS37D WLS ZIC3 ZMYM2 HP_HYPOPLASTIC_VERTEBRAL_BODIES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOPLASTIC_VERTEBRAL_BODIES ACVR1 CSPP1 FUZ GLB1 GNS INPPL1 KIAA0586 LBR POLR3A PRKAR1A RINT1 SLC29A3 SLC35D1 SUMF1 TCIRG1 TNFRSF11A VANGL1 HP_HYPOPROTEINEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOPROTEINEMIA ACADVL ALB B2M CD55 DCLRE1C DPAGT1 FOCAD LAMB2 LYST NOS1AP NPHS1 PRF1 RAG1 RAG2 RBCK1 SLC25A13 TMPRSS15 UBR1 HP_HYPOREFLEXIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOREFLEXIA AARS1 AARS2 ABCA1 ABHD12 ACAT1 ACD ACO2 ACOX1 ACTA1 ACTL6B ADSS1 AGRN AGTPBP1 AIFM1 ALDH5A1 AMT ANXA11 AP3B2 APTX AR ARHGEF2 ARSA ARV1 ATL3 ATN1 ATP1A1 ATP1A2 ATP1A3 ATP6AP2 ATP6V1A ATP6V1B2 ATP7A ATP9A ATXN1 ATXN10 ATXN2 B3GALNT2 B4GALNT1 B4GAT1 BAG3 BEAN1 BICD2 BSND C19orf12 CACNA1A CACNA1B CACNA1S CACNA2D1 CARS1 CCDC47 CDK19 CELF2 CFL2 CHAT CHCHD10 CLCNKA CLCNKB CLTC CNBP CNKSR2 CNTNAP1 CNTNAP2 COA7 COASY COG7 COL13A1 COL4A1 COLQ COX6A1 COX8A CPT1A CRPPA CRYAB CYFIP2 DAG1 DALRD3 DARS2 DBH DCAF8 DEAF1 DES DGUOK DHDDS DHH DHTKD1 DHX30 DKC1 DMD DNAJC6 DNM1 DNM2 DNMT1 DOCK3 DPAGT1 DUOX2 DUOXA2 DYNC1H1 DYSF EEF1A2 EGR2 ELOVL4 ELP1 EMC1 ERCC2 ERCC3 ERCC6 EXOSC1 EXOSC3 EXOSC8 EXOSC9 EXTL3 FASTKD2 FBLN5 FBN1 FBXO28 FBXO38 FDX2 FGD4 FGF12 FGF13 FHL1 FIG4 FKRP FKTN FLI1 FLII FLNC FLRT1 FMR1 FUS FZR1 GAA GABBR2 GABRA2 GABRA3 GABRA5 GABRB2 GABRG2 GALC GAN GARS1 GBA1 GBF1 GDAP1 GEMIN4 GJB1 GLDC GNAS GNB4 GNPTAB GRIA3 GRIN2A GRIN2D GTF2E2 GTF2H5 HADHA HADHB HCN1 HDAC4 HESX1 HK1 HMGCL HNRNPDL HSD17B4 HSPB1 HSPB8 HSPG2 IARS2 IBA57 IFRD1 IGHMBP2 INF2 INPP5K IQSEC2 IYD KARS1 KBTBD13 KCNA2 KCNB1 KCND3 KCNJ18 KIAA0586 KIF1A KIF1B KLC2 KLHL41 KY LAMB2 LARGE1 LDB3 LGI3 LHX3 LHX4 LITAF LMNA LMOD3 LPIN1 LRP4 LRRK1 LRSAM1 LYST MAG MCM3AP MDH2 MED25 MEGF10 MFN2 MGME1 MME MORC2 MPLKIP MPV17 MPZ MRE11 MSTO1 MT-ATP6 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TE MT-TK MT-TL1 MT-TV MT-TW MTPAP MYH14 MYH7 MYO9A MYOT MYPN NAGLU NARS1 NARS2 NDE1 NDRG1 NDUFA1 NDUFA9 NDUFAF2 NDUFS4 NEB NECAP1 NEFH NEFL NFASC NGLY1 NOTCH2NLC NTRK2 NUS1 PACS2 PARN PARS2 PDHB PDK3 PEX1 PEX10 PEX12 PEX2 PEX5 PEX6 PEX7 PGM3 PHYH PIEZO2 PIGB PIGG PIGN PIK3R5 PLP1 PMM2 PMP22 PMPCA PNKP PNPLA6 PNPT1 PODXL POLG POLG2 POLR3B POMGNT1 POMGNT2 POMK POMT1 POMT2 POU1F1 PPOX PPP1R21 PPP3CA PRDM12 PRDM13 PRKCG PROP1 PRX PSAP PTF1A PTRH2 PYROXD1 QRICH1 RAB7A RAI1 REEP1 RETREG1 RFC1 RMND1 RNASEH1 RNF113A RNF170 RRM2B RTEL1 RUBCN RXYLT1 RYR1 SBF2 SCN3A SCN8A SCN9A SCYL1 SELENON SEPTIN9 SETX SHANK3 SIL1 SLC13A5 SLC18A3 SLC1A2 SLC25A1 SLC25A19 SLC25A4 SLC25A46 SLC35A1 SLC38A3 SLC5A5 SLC5A7 SMN1 SMN2 SMPD1 SNAP25 SNIP1 SNRPN SNX14 SOX10 SPTLC1 SPTLC2 SQSTM1 ST3GAL5 STAC3 STIM1 STX16 SUCLA2 SYNE1 SYNGAP1 SYNJ1 SYT2 SZT2 TAOK1 TARDBP TARS1 TBC1D23 TBC1D24 TBCK TBK1 TERT TG TINF2 TK2 TMCO1 TMEM240 TPI1 TPM2 TPM3 TPO TRAK1 TRAPPC11 TRIM32 TRIM8 TRMT5 TRMU TRPV4 TSEN15 TSHB TSHR TSPYL1 TTR TUBA8 TWNK UBA5 VAMP1 VAPB VCP VPS13A VPS33A VRK1 VWA1 WARS1 WDR81 WNK1 WWOX XPA YWHAG ZSWIM6 HP_HYPOREFLEXIA_OF_LOWER_LIMBS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOREFLEXIA_OF_LOWER_LIMBS ADSS1 ATL3 ATP6AP2 ATP9A BICD2 CRYAB DES DYNC1H1 DYSF FASTKD2 FBLN5 FBXO38 FLNC FLRT1 GAN GDAP1 HADHA HADHB HSPB1 HSPB8 IBA57 IFRD1 KLC2 LDB3 LMNA MAG MTPAP MYH14 MYOT PDK3 PMP22 PRKCG REEP1 RUBCN SPTLC2 STIM1 HP_HYPOREFLEXIA_OF_UPPER_LIMBS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOREFLEXIA_OF_UPPER_LIMBS ACOX1 ATP6AP2 GDAP1 HSPB1 MT-TE PMP22 RUBCN RYR1 ST3GAL5 HP_HYPOSEGMENTATION_OF_NEUTROPHIL_NUCLEI https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOSEGMENTATION_OF_NEUTROPHIL_NUCLEI CEBPE LBR NBAS SF3B1 TET2 TMEM147 HP_HYPOSMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOSMIA ADCY3 ANOS1 ATP13A2 ATP7B CCDC141 CEP290 CHD7 DCC DDX6 DNAJC13 DNAJC6 DUSP6 EIF4G1 FEZF1 FGF17 FGF8 FGFR1 FLRT3 GBA1 GIGYF2 HESX1 HS6ST1 HTRA2 IFT27 IL17RD LRRK2 LZTFL1 NDNF NSMF PARK7 PINK1 PODXL PRDM12 PRKN PROK2 PROKR2 PTPN11 SCN9A SCP2 SEMA3A SLC39A14 SMCHD1 SNCA SOX10 SPRY4 SYNJ1 TACR3 TSHZ1 UCHL1 VPS13C VPS35 WDR11 HP_HYPOTELORISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOTELORISM AARS1 AASS ABCC9 ACBD5 ALDH18A1 AP3D1 ARCN1 ARID1B ATP6AP1 BICRA BLTP1 CAMK2A CARS1 CCDC32 CDK19 CDON CEP57 CILK1 CLCN3 CNOT1 CNOT3 COX14 CUX1 DCLRE1B DDB1 DISP1 DLL1 DPM2 DPYSL5 DYRK1A ELN EPG5 ERCC2 ERCC3 EVC EVC2 FANCD2 FARSB FGF8 FGFR1 FGFR2 FGFR3 FKBP14 FOXH1 FREM1 GAS1 GATA2 GGT1 GJA1 GJA5 GJA8 GLI2 GNB2 GON7 GPT2 GSC GTF2E2 GTF2H5 HNRNPH2 HUWE1 IFT122 IFT43 IFT52 KANSL1 KAT8 KCTD1 KIF26A LAGE3 LIG4 MKS1 MLXIPL MPLKIP MSTO1 MSX2 NARS1 NDE1 NDP NF1 NIN NODAL NSUN2 NTNG2 NUP107 NUP133 OPHN1 OSGEP PAH PDE4D PDGFRB PLCH1 POLR3A POLRMT PPP1R15B PRKAR1B PROKR2 PRPS1 PTCH1 PYCR1 QARS1 RAB3GAP1 RAB3GAP2 RAD21 RECQL4 RERE RLIM RNF113A RTTN SEPTIN9 SHH SHPK SIX3 SLC35A1 SMC1A SMPD4 SNRPN SRC STAG2 STIL STIM1 SUFU TARS1 TDGF1 TGIF1 TP53RK TPRKB TRAPPC9 TRMT10A TRRAP TWIST1 USP9X WDR19 WDR35 WDR4 WDR73 XRCC4 YRDC ZIC2 ZNF699 HP_HYPOTENSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOTENSION AAAS ABCA3 ACAT1 ACE AGT AGTR1 AIP ALB ARSA ASXL1 ATP7A ATRX CASR CAV1 CBL CD46 CDH23 CFH CFI CHCHD2 CHRNA3 CLCNKB COL1A1 COL5A1 COL5A2 COQ2 CYB561 CYP11A1 CYP11B2 DAXX DBH DCTN1 DDC DNAJC13 EIF4G1 ELP1 FMR1 FOXA2 GBA1 GBE1 GIGYF2 GLI2 GMPPA GNA11 GSN HADHB HELLPAR HESX1 HEXB HMGCL HSD3B2 IL12A IL12RB1 IRF4 IRF5 KCNJ1 KIT KYNU LEP LEPR LHX4 LMNB1 LRRK2 MC2R MEN1 MMEL1 MRAP MUC1 NFKB2 NNT NR3C2 NTRK1 OTX2 PDE4D POU1F1 POU2AF1 PRKAG2 PROP1 PSAP REN RUNX1 RYR1 SAA1 SCNN1A SCNN1B SERPINA6 SERPING1 SFTPB SFTPC SIM1 SLC12A1 SLC12A3 SLC25A20 SNCA SOX3 SPG11 SPIB SRSF2 STAR TBX19 TET2 TNFSF15 TNNT2 TNPO3 TTR TXNRD2 VHL VPS35 HP_HYPOTHALAMIC_HAMARTOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOTHALAMIC_HAMARTOMA CPLANE1 FAM149B1 GLI3 KIAA0753 KIF7 MAN2C1 OFD1 PDE6D SIX6 SMO SOX2 TCTN3 TIAM1 TMEM216 TOPORS VPS16 HP_HYPOTHALAMIC_HYPOTHYROIDISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOTHALAMIC_HYPOTHYROIDISM AKT1 BAP1 NF2 PDGFB PIK3CA SMARCB1 SMARCE1 SMO SUFU TERT TRAF7 TRH HP_HYPOTHERMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOTHERMIA ACADSB ACADVL ATP7A BRAT1 BTNL2 CACNA1C COA6 COQ9 DBH DDC DGUOK DUOX2 DUOXA2 GABRA2 HESX1 HLA-DRB1 HMGCL IYD LHX3 LHX4 LMNB1 MICOS13 MMACHC MT-ATP6 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TK MT-TL1 MT-TV MT-TW NTRK1 P4HTM PAX8 POU1F1 PROP1 SCN10A SCN11A SCN9A SLC25A20 SLC52A1 SLC5A5 SUCLG1 TBCK TG TPO TSHB TSHR TSPYL1 UQCRFS1 HP_HYPOURICEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOURICEMIA ATP7B CTNS EHHADH GATM GPHN HNF4A MOCOS MOCS1 MOCS2 NDUFAF6 PNP PRPS1 SLC22A12 SLC2A2 SLC2A9 SLC34A1 HP_HYPOVENTILATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOVENTILATION ACTA1 ASCL1 CFL2 COL12A1 COL6A1 COL6A2 COL6A3 COLQ COX11 CRLS1 DCTN1 DMD DNAJB4 DZIP1L FKRP HERC2 HNRNPK HOXA1 KLHL41 LAMA2 LAMB2 LBX1 LMOD3 MAGEL2 MECP2 MKRN3 MOGS MYH7 MYO1H MYPN NDUFAF2 NDUFS6 NEB NPAP1 P4HTM PHOX2B PKHD1 POLG PURA PWAR1 PWRN1 RET SELENON SETD2 SH3TC2 SLC52A3 SLC5A7 SNORD115-1 SNORD116-1 TPM2 TPM3 TTN HP_HYPOVOLEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOVOLEMIA ABCC8 ACTA2 AQP2 AVPR2 CTNS CYP11A1 ELN FBN1 FOXE3 FSHR GCK HEY2 INS KCNJ11 LOX MAT2A MFAP5 MYH11 MYLK MYO5B PDX1 PRKG1 SMAD2 SMAD3 SMAD4 STAT3 STX3 TGFB2 TGFB3 TGFBR1 TGFBR2 THSD4 HP_HYPOVOLEMIC_SHOCK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPOVOLEMIC_SHOCK DSP JUP SCNN1A SCNN1B SCNN1G HP_HYPSARRHYTHMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_HYPSARRHYTHMIA AARS1 ABCC8 ACTL6B AIMP2 ALDH7A1 ALG13 ALG14 ALG2 ALG3 AP3B2 APC2 ARFGEF1 ARFGEF2 ARV1 ARX ASNS ASPA ATAD1 ATN1 ATP1A2 ATP1A3 ATP6V0A1 ATP6V1A ATP7A CACNA1A CACNA1B CACNA1E CACNA2D1 CAMSAP1 CASK CCDC88A CDK19 CDKL5 CELF2 CLTC CNKSR2 CNPY3 COX4I1 CTNNA2 CUL3 CUX2 CYFIP2 D2HGDH DALRD3 DCX DEPDC5 DHDDS DMXL2 DNM1 DOCK7 DOLK DPAGT1 EEF1A2 EPM2A ERMARD EXOC8 FBXO28 FGF12 FGF13 FZR1 GABBR2 GABRA2 GABRA5 GABRB1 GABRB2 GABRB3 GABRG2 GAD1 GFM2 GLYCTK GNAO1 GNB1 GNB5 GOLGA2 GRIN1 GRIN2B GRIN2D GRM7 GUF1 HCFC1 HCN1 HIBCH HID1 HMGCL IARS2 IER3IP1 KCNA1 KCNA2 KCNB1 KCNC2 KCNJ11 KCNQ2 KCNT1 KCNT2 KIF1A LONP1 MDH1 MED17 MFF MGAT2 MPDU1 MT-TL1 NACC1 NARS2 NAXD NDUFAF8 NECAP1 NEDD4L NEUROD2 NEXMIF NF1 NHLRC1 NPRL2 NPRL3 NTRK2 NUS1 OGDHL PACS2 PAFAH1B1 PARS2 PCDH12 PDHA1 PHACTR1 PHGDH PIGA PIGP PIGQ PIGW PLAA PLCB1 PLPBP PNKP PPFIBP1 PPP3CA PTPN23 PTS ROGDI RUSC2 SATB1 SCN1A SCN1B SCN2A SCN3A SCN8A SETBP1 SIK1 SLC12A5 SLC13A5 SLC1A2 SLC1A4 SLC25A22 SLC32A1 SLC35A2 SLC38A3 SLC39A8 SMC1A SPATA5 SPTAN1 SPTBN1 ST3GAL3 STXBP1 SYNGAP1 SYNJ1 SZT2 TBC1D24 TBL1XR1 TGFB1 TIMM50 TRAK1 TRAPPC12 TRIM8 TUBB2A UBA5 UFC1 UGDH UPB1 WDR45 WWOX YWHAG ZNF526 ZNHIT3 HP_ICHTHYOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ICHTHYOSIS AARS1 ABCA12 ABHD5 AHSG ALDH3A2 ALOX12B ALOXE3 ANOS1 AP1B1 AP1S1 ARSL ASPRV1 BRAF CARD14 CARMIL2 CARS1 CCDC141 CERS3 CHD7 CHKB CLDN1 COL4A5 CSTA CWC27 CYP4F22 DCC DNAJC21 DOLK DSG1 DSP DUSP6 EBP EFL1 ELOVL1 ELOVL4 EMD ERCC2 ERCC3 FEZF1 FGF17 FGF8 FGFR1 FHL1 FITM2 FLG FLRT3 GBA1 GINS1 GJB2 GJB6 GNB2 GTF2E2 GTF2H5 HESX1 HRAS HS6ST1 IL17RD IL2RB ITGB6 KANSL1 KDSR KRAS KRT1 KRT10 KRT16 KRT2 KRT9 LIPN LMNA LORICRIN LSS MAP2K1 MAP2K2 MARS1 MBTPS2 MPDU1 MPLKIP MSMO1 NDNF NEK9 NIPAL4 NLRP3 NOD2 NRAS NSDHL ORAI1 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PHGDH PHYH PIGA PIGL PNPLA1 PNPLA2 POMP PROK2 PROKR2 PSAT1 RIN2 RNF113A SBDS SDR9C7 SEMA3A SGPL1 SHOC2 SLC27A4 SLC29A3 SLURP1 SMARCA2 SNAP29 SOX10 SPINK5 SPRY4 SRD5A3 SREBF1 SRP54 ST14 STIM1 STS SULT2B1 SUMF1 SYNE1 SYNE2 TACR3 TARS1 TGM1 TGM5 TMEM43 TMPRSS6 VIPAS39 VPS33B WDR11 HP_ILEAL_ATRESIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ILEAL_ATRESIA DIS3L2 GMPPB MYH11 PPP1R12A TTC7A HP_ILEUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ILEUS CAVIN1 CEACAM3 CEACAM6 CFTR CLCA4 DCTN4 EDNRA EWSR1 FAH FCGR2A FOXP3 GCLC GSTM3 GUCY2C HFE HMBS HMOX1 KCNN4 KIF26A MIF MTRFR PPOX SERPINA1 SLC11A1 SLC18A3 SLC26A9 SLC6A14 SLC6A8 SLC9A3 SOX10 STX1A TGFB1 WT1 HP_IMMOTILE_CILIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IMMOTILE_CILIA CFAP298 CFAP300 DNAAF1 DNAAF11 DNAAF3 DNAAF4 DNAAF5 DNAI1 RSPH1 RSPH3 RSPH4A TTC12 ZMYND10 HP_IMMOTILE_SPERM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IMMOTILE_SPERM CATSPER1 CATSPER2 CCDC39 CCDC40 CDC14A CFAP65 CFAP70 DNAAF5 DNAJB13 DZIP1 GAS2L2 IFT74 RSPH9 SPINK2 STRC HP_IMMUNE_DYSREGULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IMMUNE_DYSREGULATION ACP5 FOXP3 LAT LEPR PLCG2 PRF1 STAT1 STX11 STXBP2 TOM1 UNC13D HP_IMMUNODEFICIENCY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IMMUNODEFICIENCY ACD ACP5 ACTB ADA ADA2 AGL AICDA AK2 AKT1 ALG1 AMN ANTXR2 AP3D1 ARVCF ATM ATRX BCL10 BCL11B BCR BLNK BRAF BTK BUB1B CACNA1C CARD11 CARD9 CCDC47 CD19 CD247 CD28 CD3D CD3E CD3G CD40 CD40LG CD79A CD79B CD81 CDC42 CDCA7 CDH23 CHD1 CHD7 COMT CORO1A CPLX1 CR2 CREBBP CRKL CTBP1 CTC1 CTLA4 CTPS1 CUBN CUL4B CYBA CYBB DCLRE1B DCLRE1C DKC1 DNAJC21 DNMT3B DOCK2 DPP9 EFL1 EP300 EPG5 EXTL3 FCGR3A FGFRL1 FOXN1 FRAS1 GATA2 GP1BB HBB HELLS HIRA HYOU1 ICOS IFNGR1 IFNGR2 IGHM IGLL1 IKBKB IKBKG IKZF1 IL12B IL12RB1 IL21R IL2RA IL2RB IL2RG IL7R IRAK4 IRF2BP2 IRF7 IRF8 ISG15 IVNS1ABP JAK3 JMJD1C KLLN KNSTRN LAMTOR2 LAT LCK LCP2 LETM1 LIG4 LMNB2 LRBA LRRC8A LYST MAGT1 MALT1 MAN2B1 MAPK1 MBTPS2 MCM10 MEIS2 MGAT2 MLPH MMUT MS4A1 MTHFD1 MYC MYD88 NCF1 NCF2 NFE2L2 NFKB1 NFKB2 NHEJ1 NHP2 NOP10 NPM1 NR3C1 NSD2 ORAI1 OTULIN PARN PGM3 PI4KA PIK3CA PIK3CD PIK3R1 PNP POGZ POLE PRKCD PRKDC PRPS1 PTEN RAB27A RAC2 RAG1 RAG2 RBCK1 RMRP RNF168 RREB1 RTEL1 SBDS SDHB SDHC SDHD SEC23B SEC24C SH2D1A SHANK3 SIK3 SKIC2 SKIC3 SLC39A7 SLC46A1 SMARCAL1 SP110 SPATA5 SPI1 SRP54 STAT1 STIM1 STK4 TBCE TBK1 TBX1 TCF3 TERC TERT TFRC TICAM1 TINF2 TLR3 TNFRSF13B TNFRSF13C TNFRSF1B TNFRSF4 TNFSF12 TOM1 TP53 TRAF3 TTC7A TYK2 TYMS UFD1 UNC119 UNC93B1 UNG USB1 USF3 USP48 USP8 WAS WIPF1 WRAP53 XIAP XRCC4 ZBTB24 ZNF699 HP_IMMUNOLOGIC_HYPERSENSITIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IMMUNOLOGIC_HYPERSENSITIVITY ABCC9 ADA AFF4 AGR2 ALG9 ALMS1 ALOX5 ARL6 ARSL ARVCF ASXL1 BBS1 BCL11B BICRA C4A C4B CAMK2B CARD10 CARD11 CARMIL2 CASP8 CBL CCDC28B CCL11 CCR1 CDC42BPB CDH3 CDKN1C CDON CDSN CEACAM3 CEACAM6 CFTR CHD1 CLCA4 COMT COX4I2 CPN1 CREBBP CSTA CTLA4 DCTN4 DDX41 DISP1 DLL1 DNASE1L3 DOCK8 DPP9 DSG1 EDNRA ELN ELOVL4 EP300 ERAP1 ERCC2 FAS FCGR2A FGF8 FGFR1 FLG FOCAD FOXH1 FOXP1 FOXP2 FOXP3 GAS1 GCLC GGT1 GLI2 GNB1 GNB2 GP1BA GP1BB GP9 GPR35 GRHL2 GSTM3 HFE HIRA HLA-B HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-G HMGA2 HMOX1 HNMT IDS IFNGR1 IFT172 IGF2 IGHG2 IGKC IL10 IL12A IL12A-AS1 IL12RB1 IL13 IL21R IL23R IL4R IL6ST IPO8 IRF5 IVNS1ABP JAK1 JMJD1C KCNN4 KIT KLRC4 KRT74 LIFR LIG4 LMX1B LRBA MED12 MEFV MIA3 MIF MLXIPL MMEL1 MS4A2 MST1 MTOR MUC7 NEK9 NFKB2 NKX2-1 NOD2 NODAL NSUN2 ODAD3 ODC1 PEPD PEX5 PGM3 PLA2G7 PLAG1 PLCG2 POU2AF1 PSTPIP1 PTCH1 PTGER2 RBM8A RELB RFX7 RIC1 RREB1 RUNX1 SATB2 SCGB3A2 SCN4A SDHD SEC24C SEMA4D SERPINA1 SHH SIK3 SIX3 SLC11A1 SLC26A9 SLC27A4 SLC6A14 SLC9A3 SOCS1 SOX6 SPIB SPINK5 SPTBN1 SRCAP SRSF2 STAT3 STAT4 STAT5B STX1A STXBP1 SUFU TALDO1 TBC1D7 TBCK TBX1 TBX21 TCF4 TDGF1 TET2 TGFB1 TGIF1 TGM5 TLR4 TNF TNFSF15 TNPO3 TRAIP TTC26 UBAC2 UFD1 UNC45A USP7 VPS51 WAC WDR11 ZIC2 ZNF699 HP_IMPACTED_TOOTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IMPACTED_TOOTH CDH11 FLNA HOXD13 LMNA PTH1R SH3BP2 ZMPSTE24 HP_IMPAIRED_ADP_INDUCED_PLATELET_AGGREGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IMPAIRED_ADP_INDUCED_PLATELET_AGGREGATION ACTN1 AP3B1 CALR FLI1 GP1BA HPS5 HPS6 IKZF5 ITGA2B ITGB3 MYH9 P2RY12 RASGRP2 SH2B3 THPO HP_IMPAIRED_ANTIGEN_SPECIFIC_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IMPAIRED_ANTIGEN_SPECIFIC_RESPONSE ADA AICDA ALG12 ARHGEF1 B2M BTK CARD11 CARMIL2 CASP10 CASP8 CD19 CD247 CD70 CD79A CD81 COG6 CORO1A CR2 CTNNBL1 CTPS1 DOCK2 FAS FASLG HYOU1 ICOS IGHG2 IGKC IKBKG IL2RA IRF2BP2 KNSTRN LCP2 LRBA MAGT1 MALT1 NSMCE3 PGM3 PIK3CD PMM2 PRKCD RAC2 RAG1 RAG2 RASGRP1 REL RIPK1 SASH3 SLC35C1 TCF3 TNFRSF13B TNFRSF13C TNFRSF9 WAS ZAP70 HP_IMPAIRED_COLLAGEN_INDUCED_PLATELET_AGGREGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IMPAIRED_COLLAGEN_INDUCED_PLATELET_AGGREGATION BLOC1S5 CALR CISD2 GFI1B GP6 IKZF5 ITGA2B ITGB3 LCP2 NBEAL2 SH2B3 THPO HP_IMPAIRED_CORTISOL_RESPONSE_TO_INSULIN_STIMULATION_TEST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IMPAIRED_CORTISOL_RESPONSE_TO_INSULIN_STIMULATION_TEST MC2R MRAP NNT STAR TXNRD2 HP_IMPAIRED_DISTAL_PROPRIOCEPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IMPAIRED_DISTAL_PROPRIOCEPTION BSCL2 CYP7B1 DARS2 GDAP1 KIF1A MORC2 MTTP NDRG1 PDYN POLG POLR3A POLR3B SPTLC1 TDP1 TWNK XRCC1 HP_IMPAIRED_DISTAL_TACTILE_SENSATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IMPAIRED_DISTAL_TACTILE_SENSATION ADA2 ATL1 ATL3 ATXN1 BSCL2 DCAF8 DHH GDAP1 HARS1 KLHL9 MORC2 MPV17 MTRFR NDRG1 PNPT1 POLG RAB7A SETX SPTLC1 SPTLC2 TWNK VCP HP_IMPAIRED_DISTAL_VIBRATION_SENSATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IMPAIRED_DISTAL_VIBRATION_SENSATION ABCD1 ALDH18A1 AMPD2 APTX ATP1A1 B4GALNT1 CACNA1G CADM3 CHCHD10 CHP1 CPT1C DCAF8 DHH DHTKD1 EGR2 FMR1 GBA2 GCH1 GDAP1 JAG1 KCNC3 KCND3 KIF1A KIF5A LMNB1 LRSAM1 MAG MORC2 MPZ MTRFR NDRG1 NEFL PDK3 PDXK PDYN PEX10 PMP2 PMP22 POLG POLR3B PRKCG PRX REEP2 SETX SH3TC2 SPART SPAST SPG11 TWNK UCHL1 VCP XK XRCC1 HP_IMPAIRED_EPINEPHRINE_INDUCED_PLATELET_AGGREGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IMPAIRED_EPINEPHRINE_INDUCED_PLATELET_AGGREGATION CALR GFI1B ITGA2B ITGB3 MYH9 PLAU RASGRP2 SH2B3 THPO HP_IMPAIRED_EXECUTIVE_FUNCTIONING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IMPAIRED_EXECUTIVE_FUNCTIONING APTX CSF1R CYLD FAR1 NPTX1 PDGFB SPTLC1 VPS13D HP_IMPAIRED_GLUCOSE_TOLERANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IMPAIRED_GLUCOSE_TOLERANCE ABCC8 AIP APPL1 ATRX BLK BRAF CAV1 CDH23 CEL ESR1 GCK HNF1A HNF1B HNF4A IFT172 INS INSR KCNJ11 KLF11 LMNA LRP6 MAFA NEUROD1 NR3C1 NSMCE2 PAX4 PDX1 POLG2 PSMB8 SLC2A2 SLC40A1 SLC5A1 SLC5A2 TP53 USP48 USP8 WFS1 HP_IMPAIRED_HORIZONTAL_SMOOTH_PURSUIT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IMPAIRED_HORIZONTAL_SMOOTH_PURSUIT ATXN1 ATXN2 ATXN3 EEF2 POLR3B RFC1 STXBP1 HP_IMPAIRED_LYMPHOCYTE_TRANSFORMATION_WITH_PHYTOHEMAGGLUTININ https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IMPAIRED_LYMPHOCYTE_TRANSFORMATION_WITH_PHYTOHEMAGGLUTININ BCL11B IL2RG JAK3 KLHDC8B MCM10 MGAT2 MYD88 PTPRC RELB RMRP STAT1 TTC7A WAS ZAP70 HP_IMPAIRED_MASTICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IMPAIRED_MASTICATION ACTA1 ADNP ADSS1 ALS2 AXIN2 CHRNA1 COLQ EDA EDARADD FARS2 FGFR1 GNAI3 GRIN1 H4C5 HACD1 HLA-B HLA-DRB1 HOXB1 IDS IRF6 ITGA7 KANSL1 LAMA2 LAMB2 LPIN1 LRP6 MAP3K20 MSX1 MT-CO1 MT-CO3 MTRFR MYL2 NAA20 NECTIN1 OBSCN P4HA2 PAX9 PPP2R5D PTPN22 PYGM PYROXD1 SELENON SLC39A14 SUMO1 TGFA TP63 TPM2 TPM3 TUBB3 WNT10A WNT10B HP_IMPAIRED_MYOCARDIAL_CONTRACTILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IMPAIRED_MYOCARDIAL_CONTRACTILITY ABCC9 ALPK3 CACNA1S CSRP3 DSP GABRA3 JUP KCNE3 KCNJ18 SCN4A HP_IMPAIRED_NEUTROPHIL_BACTERICIDAL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IMPAIRED_NEUTROPHIL_BACTERICIDAL_ACTIVITY CEBPE CYBA CYBB CYBC1 GPI IRF8 LYST NCF1 NCF2 RAC2 SPPL2A HP_IMPAIRED_NEUTROPHIL_CHEMOTAXIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IMPAIRED_NEUTROPHIL_CHEMOTAXIS CEBPE DNAJC21 EFL1 LCP2 PMM2 RAC2 SBDS SRP54 HP_IMPAIRED_OCULAR_ABDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IMPAIRED_OCULAR_ABDUCTION MAFB MYMK MYMX ROBO3 SALL4 HP_IMPAIRED_OCULAR_ADDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IMPAIRED_OCULAR_ADDUCTION COL25A1 KIF21A MAFB PHOX2A SALL4 TUBA1A TUBB2B TUBB3 HP_IMPAIRED_OROPHARYNGEAL_SWALLOW_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IMPAIRED_OROPHARYNGEAL_SWALLOW_RESPONSE BRAF GIPC1 LRP12 NGLY1 NOTCH2NLC PLAA PMP22 RILPL1 SEPSECS TAF1 TSEN15 TSEN2 TSEN34 TSEN54 HP_IMPAIRED_OXIDATIVE_BURST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IMPAIRED_OXIDATIVE_BURST CYBA CYBB CYBC1 IRF8 NCF1 NCF2 RAC2 SPPL2A HP_IMPAIRED_PAIN_SENSATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IMPAIRED_PAIN_SENSATION ABCA1 AIFM1 ATL1 ATL3 ATXN1 CACNA2D1 CCT5 CDKL5 CHAMP1 CLTCL1 DDHD1 DEAF1 DNM1L EBF3 ELP1 FBN1 FLII GABBR2 GDAP1 GJB1 GNB4 GRIA3 H19 HARS1 HDAC4 HERC2 HK1 HNRNPK HSPB1 IARS2 IGF2 IL6ST IQSEC2 JAG1 KCNQ1OT1 KDM5C LIFR LMX1B MADD MAGEL2 MCM3AP MECP2 MFN2 MKRN3 MPV17 MPZ NEFL NGF NGLY1 NPAP1 NTNG1 NTRK1 PDK3 PDXK PMP2 PMP22 PNPT1 PRDM12 PRPS1 PWAR1 PWRN1 RAI1 RFX7 SCN11A SCN9A SCYL1 SH3TC2 SHANK3 SMC1A SNORD115-1 SNORD116-1 SORD SPTLC1 SPTLC2 TDP1 TMEM218 TRIO TRPM3 UBTF VCP ZEB2 ZFHX2 HP_IMPAIRED_PLATELET_AGGREGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IMPAIRED_PLATELET_AGGREGATION ABCG8 ACTN1 AP3B1 BLOC1S3 BLOC1S5 CALR CISD2 DIAPH1 DTNBP1 EPHB2 FLI1 GATA1 GFI1B GP1BA GP1BB GP6 GP9 HPS3 HPS5 HPS6 IKZF5 ITGA2B ITGB3 KCNJ1 LCP2 MGAT2 MYH9 NBEAL2 P2RY12 PLA2G4A PLAU RASGRP2 RUNX1 SH2B3 TBXA2R THPO TUBB1 VWF HP_IMPAIRED_PROPRIOCEPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IMPAIRED_PROPRIOCEPTION AARS1 ABCD1 ALDH18A1 AMPD2 APTX ARSI ATL1 ATN1 ATP13A2 ATP1A1 ATXN1 ATXN2 ATXN3 ATXN8OS B4GALNT1 BEAN1 BSCL2 CACNA1G CADM3 CAMTA1 CHCHD10 CHP1 CPT1C CYP7B1 DARS2 DCAF8 DDHD1 DHH DHTKD1 DNAJC3 EGR2 ERBB3 ERLIN2 FAR1 FGF14 FLRT1 FLVCR1 FMR1 FXN GARS1 GBA2 GCH1 GDAP1 GNB4 GPI HARS1 HAX1 HINT1 HK1 HSPD1 IMPDH2 IRF2BPL JAG1 KCNC3 KCND3 KIF1A KIF5A KLC2 KLHL9 KNSTRN KPNA3 LITAF LMNB1 LRSAM1 MAG MFN2 MORC2 MPZ MT-ATP6 MT-TE MTRFR MTTP NAGLU NDRG1 NEFH NEFL NGF NIPA1 NOP56 NR4A2 OPA3 PDK3 PDXK PDYN PEX10 PEX6 PI4KA PIEZO2 PIK3CD PLD3 PLEKHG4 PLOD1 PMP2 PMP22 PNKP PNPT1 POLG POLR3A POLR3B POU4F1 PRDM12 PRKCG PRORP PRX REEP1 REEP2 RFC1 RIPOR2 RNASEH1 RNF170 RTN2 SACS SAMD9L SAR1B SCN9A SCO2 SCP2 SETX SH3TC2 SLC12A6 SLC25A15 SLC33A1 SORD SPART SPAST SPG11 SPG7 SPTBN2 SPTLC1 SPTLC2 STUB1 SYNE1 TBP TDP1 TGM6 TPP1 TTPA TTR TWNK UBAP1 UCHL1 VAMP1 VCP VPS13A VPS13D VPS37A VPS41 WASHC5 WDR48 XK XRCC1 ZFYVE26 HP_IMPAIRED_RENAL_CONCENTRATING_ABILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IMPAIRED_RENAL_CONCENTRATING_ABILITY BSND CEP290 CLCNKA CLCNKB FAM20A NPHP1 HP_IMPAIRED_RISTOCETIN_INDUCED_PLATELET_AGGREGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IMPAIRED_RISTOCETIN_INDUCED_PLATELET_AGGREGATION GP1BA GP1BB GP6 GP9 IKZF5 ITGA2B ITGB3 HP_IMPAIRED_SMOOTH_PURSUIT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IMPAIRED_SMOOTH_PURSUIT ATXN1 ATXN10 ATXN2 ATXN3 ATXN8OS CACNA1A DPM2 EEF2 ELOVL4 FGF14 FTL GNB1 INPP5E ITPR1 KCND3 KCNN2 MAN2B1 MRE11 NOP56 PAFAH1B1 PDHB PEX10 PLA2G6 POLR3B PRNP RARS1 RFC1 SACS SPTBN2 STT3A STXBP1 SYNE1 SYT14 TBCD THG1L TMEM216 TSEN54 TULP1 WARS2 XRCC4 HP_IMPAIRED_SOCIAL_INTERACTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IMPAIRED_SOCIAL_INTERACTIONS ACOX1 ADNP ALG11 AP2M1 CDKL5 CHD2 CHMP1A CLTC CNTNAP2 CREBBP DLK1 DNAJC6 EP300 EXTL3 FMR1 FOXG1 GABBR2 GFM2 GRIK2 GRIN1 HERC1 HTRA2 IQSEC2 LINGO1 LRRK2 MAN2C1 MBD5 MECP2 MED12 MEG3 NEXMIF NF1 NLGN1 NTNG1 OPHN1 PARK7 PINK1 PLA2G6 PODXL POLA1 PRKN PUS3 RTL1 SCN1A SH2B1 SHANK3 SLC2A1 SLC6A1 SLC6A8 SMC1A SNCA SNRPN SPTBN1 SYNGAP1 SYNJ1 TBR1 TET3 TRIM8 TTC19 TUBB3 UCHL1 VPS13C WARS2 ZMYND11 HP_IMPAIRED_TACTILE_SENSATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IMPAIRED_TACTILE_SENSATION ADA2 ATL1 ATL3 ATP13A2 ATXN1 BSCL2 CLTCL1 DCAF8 DDHD1 DHH GALC GDAP1 HARS1 HK1 KLHL9 KRT1 KRT16 KRT9 MORC2 MPV17 MTRFR NARS1 NDRG1 PLEKHG4 PMP22 PNPT1 POLG RAB7A RNF170 SACS SCN9A SETX SPTLC1 SPTLC2 TWNK VCP VWA1 HP_IMPAIRED_TANDEM_GAIT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IMPAIRED_TANDEM_GAIT ATP6AP2 COQ5 FMR1 GDAP1 ITPR1 JAG1 KCNN2 MTRFR PCDH15 PLOD1 SLC35C1 TBC1D24 HP_IMPAIRED_TEMPERATURE_SENSATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IMPAIRED_TEMPERATURE_SENSATION ABCA1 AEBP1 ATL1 ATL3 ATP1A2 CACNA1A HEXB HPGD HSPB1 JAG1 KRT1 KRT16 KRT9 LMX1B MAGEL2 MFN2 NDN NGF NTRK1 OCA2 PMP22 PRDM12 PRRT2 RNF170 SCN1A SCN9A SIM1 SLCO2A1 SNRPN SPTLC1 SPTLC2 TGM1 ZFHX2 HP_IMPAIRED_T_CELL_FUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IMPAIRED_T_CELL_FUNCTION AK2 ARVCF CD19 CD3E COG6 COMT CR2 CTPS1 DGCR2 DGCR6 DGCR8 ESS2 GP1BB HIRA ICOS JMJD1C LIG1 MRTFA PNP RASGRP1 RREB1 SEC24C SLC39A4 SMARCAL1 TBX1 TGFB1 TNFRSF13B TNFRSF13C UFD1 UMPS WIPF1 HP_IMPAIRED_VIBRATION_SENSATION_AT_ANKLES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IMPAIRED_VIBRATION_SENSATION_AT_ANKLES ABCD1 ALDH18A1 AMPD2 B4GALNT1 CACNA1G GBA2 KCND3 PRKCG REEP2 SPART SPAST UCHL1 XK HP_IMPAIRED_VIBRATION_SENSATION_IN_THE_LOWER_LIMBS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IMPAIRED_VIBRATION_SENSATION_IN_THE_LOWER_LIMBS ABCD1 ALDH18A1 AMPD2 ARSI ATL1 B4GALNT1 BSCL2 CACNA1G CPT1C CYP7B1 DARS2 ERLIN2 FAR1 FLRT1 FLVCR1 GBA2 GCH1 HARS1 HINT1 HSPD1 IMPDH2 KCND3 KIF5A KLC2 KLHL9 KPNA3 MT-ATP6 NIPA1 NR4A2 PDK3 PDYN PEX6 PMP22 POLR3A PRKCG REEP2 RTN2 SACS SAMD9L SCO2 SLC33A1 SPART SPAST SPG11 SPG7 SPTLC2 TDP1 UBAP1 UCHL1 VAMP1 VCP WASHC5 WDR48 XK HP_IMPAIRED_VIBRATORY_SENSATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IMPAIRED_VIBRATORY_SENSATION ABCD1 ALDH18A1 AMPD2 APTX ARSI ATL1 ATP13A2 ATP1A1 ATXN1 ATXN2 ATXN3 ATXN8OS B4GALNT1 BEAN1 BSCL2 CACNA1G CADM3 CHCHD10 CHP1 CPT1C CYP7B1 DARS2 DCAF8 DDHD1 DHH DHTKD1 EGR2 ERBB3 ERLIN2 FAR1 FGF14 FLRT1 FLVCR1 FMR1 FXN GARS1 GBA2 GCH1 GDAP1 GNB4 HARS1 HAX1 HINT1 HK1 HSPD1 IMPDH2 JAG1 KCNC3 KCND3 KIF1A KIF5A KLC2 KLHL9 KPNA3 LMNB1 LRSAM1 MAG MFN2 MORC2 MPZ MT-ATP6 MT-TE MTRFR MTTP NAGLU NDRG1 NEFH NEFL NGF NIPA1 NOP56 NR4A2 PDK3 PDXK PDYN PEX10 PEX6 PI4KA PLEKHG4 PLOD1 PMP2 PMP22 PNKP PNPT1 POLG POLR3A POLR3B PRDM12 PRKCG PRORP PRX REEP1 REEP2 RNF170 RTN2 SACS SAMD9L SAR1B SCO2 SCP2 SETX SH3TC2 SLC12A6 SLC25A15 SLC33A1 SORD SPART SPAST SPG11 SPG7 SPTBN2 SPTLC2 SYNE1 TDP1 TPP1 TWNK UBAP1 UCHL1 VAMP1 VCP VPS13A VPS37A WASHC5 WDR48 XK XRCC1 ZFYVE26 HP_IMPAIRED_VISUOSPATIAL_CONSTRUCTIVE_COGNITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IMPAIRED_VISUOSPATIAL_CONSTRUCTIVE_COGNITION ABCD1 BPTF CACNA1H DARS2 ELN GABRA1 GABRB3 GABRG2 HTT JRK KCNC3 MAPT MLXIPL MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW NF1 NOTCH3 PMPCA POMT1 PRKAR1B PSMD12 SLC2A1 SLC2A3 HP_IMPAIRMENT_IN_PERSONALITY_FUNCTIONING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IMPAIRMENT_IN_PERSONALITY_FUNCTIONING AARS2 ABCA7 ABCB11 ABCB4 ABCC9 ACSL4 ADCY5 ADGRV1 ADH1C ADNP AFG3L2 AGO1 AIP AKT1 ALAD ALDH4A1 ALDH5A1 ALG14 ALG9 AMACR ANG ANXA11 AOPEP AP1G1 AP2S1 APC2 AR ARID2 ARMC5 ARSA ARSG ARVCF ASH1L ATP13A2 ATP1A2 ATP1A3 ATP2A2 ATP7B ATP8B1 ATP9A ATRX ATXN10 ATXN2 ATXN8OS B4GALNT1 BANK1 BAP1 BAZ1B BCL11B BCL7B BCR BCS1L BLK BMPR1A BPTF BRAF BRD4 BSND BUD23 C19orf12 C4A C4B C9orf72 CABP4 CACNA1A CACNA1G CACNA1H CACNA1I CARS1 CASR CBS CCND1 CCNF CDC42BPB CDH2 CDH23 CDKL5 CDKN1A CDKN1B CDKN2A CDKN2B CDKN2C CDON CEACAM3 CEACAM6 CEP78 CEP85L CFAP410 CFTR CHCHD10 CHCHD2 CHD2 CHD7 CHD8 CHMP2B CHRNA2 CHRNA4 CHRNA7 CHRNB2 CIB2 CIC CISD2 CIZ1 CLCA4 CLCN3 CLCN4 CLCNKA CLCNKB CLIP2 CLN3 CLN5 CLN6 CLRN1 CLTRN COASY COL7A1 COMT COQ2 CPOX CR2 CREBBP CRH CRKL CSF1R CTLA4 CTNNB1 CTSF CUL4B CUX2 CYP27A1 DAO DCTN1 DCTN4 DDB1 DDC DEAF1 DENND5A DEPDC5 DGCR2 DGCR6 DGCR8 DGUOK DISP1 DLAT DLL1 DLST DNA2 DNAJC13 DNAJC30 DNAJC5 DNAJC6 DNASE1 DNM1 DNMT1 DNMT3A DPH1 DPH2 DRD2 DUSP6 DYRK1A EDNRA EHMT1 EIF2AK1 EIF2B1 EIF4G1 EIF4H ELN ELP1 EMC10 EP300 EPAS1 EPCAM EPHA4 EPM2A ERBB4 ESPN ESS2 ETS1 FA2H FAN1 FCGR2B FCGR3B FGF14 FGF17 FGF8 FGFR1 FH FIG4 FKBP5 FKBP6 FLI1 FLII FLT4 FMO3 FMR1 FOCAD FOXG1 FOXH1 FOXP1 FRMD5 FTL FTSJ1 FUS GABBR2 GABRA1 GABRB3 GABRD GABRG2 GALC GALT GAS1 GBA1 GCH1 GCLC GDAP2 GIGYF2 GLA GLE1 GLI2 GLT8D1 GLUD2 GM2A GNA11 GNAS GNB1 GNRH1 GNRHR GP1BB GPR101 GPR35 GRIA1 GRIK2 GRIN2A GRN GSN GSTM3 GTF2I GTF2IRD1 GTF2IRD2 H1-4 HARS1 HCN1 HDAC8 HECTD4 HEXB HFE HIRA HIVEP2 HLA-B HLA-DQA1 HLA-DQB1 HLA-DRB1 HMBS HMOX1 HNRNPA1 HNRNPH2 HS6ST1 HSPG2 HTR2A HTRA1 HTRA2 HTT IDUA IFNG IGF1R IGHG1 IL10 IMPDH2 IQSEC2 IRAK1 IRF4 IRF5 IRF6 ITGAM JAZF1 JMJD1C JPH3 JRK KANSL1 KCNJ2 KCNN2 KCNN4 KCNT1 KCTD17 KIAA0319L KIF15 KIF1B KISS1 KISS1R KMT2A KMT2B KMT2E KPTN KRAS LARP7 LAS1L LEPR LGI1 LGI3 LIMK1 LMNB1 LRRK2 MAMLD1 MAN2B1 MAPK1 MAPK10 MAPK8IP3 MAPT MATR3 MAX MBD5 MDH2 MECP2 MED12 MED12L MEN1 METTL27 MIF MIR17HG MLH1 MLH3 MLXIPL MMP1 MSH2 MSH6 MST1 MSTO1 MSX1 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TL2 MT-TN MT-TQ MT-TS1 MT-TS2 MT-TT MT-TW MTPAP MYO7A NAGS NCF1 NDP NECTIN1 NEFH NEK1 NEXMIF NF1 NF2 NFASC NFIB NFIX NHLH2 NHLRC1 NIPBL NKX2-1 NODAL NONO NOTCH3 NR1H4 NR3C1 NR4A2 NSD1 NSD2 NSMF NTNG1 NTRK1 OCRL OPTN P4HA2 PAH PAK3 PANK2 PARK7 PCDH15 PCDH19 PDCD1 PDCD6IP PDE10A PDE11A PDGFB PDGFRB PDZD7 PER2 PER3 PFN1 PGK1 PHF21A PHGDH PHIP PIDD1 PIGS PIK3CA PINK1 PLA2G6 PLCH1 PLP1 PMS1 PMS2 PODXL POGZ POLG POLG2 PON1 PON2 PON3 PPARGC1A PPM1D PPOX PPP1CB PPP2R2B PPT1 PQBP1 PRKACA PRKAR1A PRKAR1B PRKCG PRKN PRNP PROK2 PROKR2 PRPH PRR12 PSAP PSAT1 PSEN1 PSMD12 PTCH1 PTPN22 PTS PURA PXK RAD21 RAI1 RBM12 RELN RET RFC2 RFX7 RIMS2 RLIM RNF125 RNF168 RORA RPS20 RPS6KA3 RREB1 RRM2B SARDH SATB2 SCN1A SCN1B SCN2A SCN9A SDHA SDHAF2 SDHB SDHC SDHD SEC24C SEMA4A SEMA4D SERPINA1 SETBP1 SETD1A SETD1B SETD2 SETD5 SGCE SHH SHQ1 SIN3A SIX3 SLC11A1 SLC18A2 SLC19A3 SLC1A3 SLC20A2 SLC25A11 SLC25A4 SLC26A9 SLC2A1 SLC2A3 SLC35C1 SLC39A4 SLC45A1 SLC6A14 SLC6A17 SLC6A19 SLC6A4 SLC7A6OS SLC9A3 SLITRK2 SMARCB1 SMARCE1 SMC1A SMC3 SMC5 SMO SMPD1 SNCA SNCAIP SNORD118 SNRPN SOD1 SOX5 SPART SPAST SPECC1L SPG11 SPG21 SPP1 SPRY4 SPTBN1 SQSTM1 SRCAP SRPX2 STAG2 STAT4 STEEP1 STIL STUB1 STX16 STX1A STX1B SUFU SYNJ1 TAC3 TACR3 TAF1 TAF15 TANC2 TARDBP TBC1D2B TBC1D7 TBCK TBK1 TBL2 TBP TBX1 TCF12 TCF20 TCF4 TDGF1 TDO2 TERT TET3 TGFB1 TGFBR2 TGIF1 THOC2 TK2 TLK2 TLR7 TMCO1 TMEM106B TMEM127 TMEM147 TMEM270 TNFAIP3 TNFSF4 TNIK TNIP1 TOR1A TP53 TP63 TPH2 TRAF7 TRANK1 TREM2 TREX1 TRHR TRIP12 TSC1 TSC2 TSHB TTC19 TTR TUBB3 TWNK TYROBP UBE2L3 UBQLN2 UCHL1 UFD1 UNC13A UQCRC1 USH1C USH1G USH2A USP48 USP8 VAPB VCP VHL VPS13A VPS13C VPS16 VPS35 VPS37D WAC WARS2 WDR11 WDR45 WFS1 WHRN XK XPR1 YWHAG YY1 ZBTB20 ZFYVE26 ZIC2 ZNRF3 HP_IMPAIRMENT_OF_ACTIVITIES_OF_DAILY_LIVING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IMPAIRMENT_OF_ACTIVITIES_OF_DAILY_LIVING ABCD1 ACSF3 ADNP AKT1 ALDH18A1 ALMS1 ALS2 AP5Z1 ARSA ARVCF ARX ATL1 ATL3 ATP13A2 ATXN10 ATXN2 ATXN8OS AUH BAP1 BCR BIN1 BNC2 CABP4 CACNA1G CACNA1H CAPN1 CCL2 CDKN1A CDKN1B CDKN2B CDKN2C CFAP43 CHMP2B CHRNA2 CHRNA4 CHRNB2 CLCNKB COG5 COL2A1 COMT COPB1 COQ2 CPT1C CRH CRKL CYP7B1 DACT1 DDHD2 DEPDC5 DKK1 DMPK DNM2 DNMT1 DPH5 DPYSL5 DSTYK EIF2AK2 EXT2 FA2H FAR1 FARS2 FGFR3 FITM2 FLVCR1 FMR1 FRMD5 FUS FUZ GAA GABRA1 GABRB3 GABRG2 GALC GALNT2 GBA2 GBE1 GGT1 GJC2 GP1BB HACE1 HEXB HIRA HLA-DQB1 HLA-DRB1 HMBS HPSE2 HS6ST2 HSPD1 HTRA1 IFT57 IGHMBP2 ISL1 JMJD1C JRK KCNC3 KCND3 KCNT1 KIF5A KMT2B KY LMNB1 LRIG2 MAPK1 MAPK8IP3 MEN1 MNX1 MORC2 MTMR14 MYF6 MYO1H NEFL NEXMIF NF2 NGF NIPA1 NOP56 NOTCH2NLC NOTCH3 PANK2 PDCD1 PDGFB PDGFRB PEX11B PIGF PIK3CA PLP1 POLR3B POT1 PRDM8 PSAP RETREG1 RNF170 RREB1 RSRC1 RTN2 RYR1 SACS SALL1 SBF1 SCN4A SCN9A SEC24C SIGMAR1 SLC12A3 SLC1A4 SLC20A2 SLC2A1 SLC44A1 SLC9A6 SMARCB1 SMARCE1 SMO SPAST SPG11 SPG7 SPTLC1 SPTLC2 SQSTM1 STUB1 SUFU SYNE1 TBCD TBP TBX1 TBXT TERT TIMM50 TP63 TRAF7 TRIO TRPV4 TTR TYROBP UBAP1 UFD1 VANGL1 VANGL2 VCP WASHC5 ZC4H2 ZEB2 ZFYVE26 ZMYM2 HP_IMPOTENCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IMPOTENCE ABCD1 AIP AKT1 ATXN8OS BAP1 BMP2 CACNA1G CDH23 CDKN1A CDKN1B CDKN2B CDKN2C CHD7 COQ2 DUSP6 FGF17 FGF8 FGFR1 FMR1 GNRH1 GNRHR GPR101 GUCY1A1 HAMP HEXB HFE HJV HS6ST1 KISS1 KISS1R LMNB1 MEN1 NF2 NHLH2 NSMF PDGFB PIGA PIK3CA PROK2 PROKR2 SACS SLC40A1 SMARCB1 SMARCE1 SMO SPRY4 SUFU TAC3 TACR3 TERT TFR2 TRAF7 TTR WDR11 HP_IMPULSIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IMPULSIVITY AARS1 ACTL6B ADAT3 AFF2 AMT AP3B2 ARPC4 ARV1 ATP1A2 ATP1A3 ATP6V1A BCORL1 C19orf12 CACNA1A CACNA1B CACNA2D1 CDH2 CDK19 CDON CELF2 CEP152 CLTC CNKSR2 COQ5 CREBBP CYFIP2 DALRD3 DEPDC5 DHDDS DISP1 DLL1 DNAJC13 DNAJC6 DNM1 DNMT1 DPYSL5 EEF1A2 EIF4G1 EP300 FBXO28 FBXW11 FGF12 FGF13 FGF8 FOXH1 FUZ FZR1 GABBR2 GABRA1 GABRA2 GABRA5 GABRB2 GABRB3 GABRG2 GAS1 GBA1 GIGYF2 GLDC GLI2 GNB2 GRIK2 GRIN2A GRIN2D H4C5 HCN1 HEPHL1 HIVEP2 HTRA2 IFNG IL1RAPL1 KANSL1 KCNA2 KCNB1 KNL1 LGI1 LRRK2 MAGEL2 MAOA MAPT NAA20 NECAP1 NFIB NODAL NONO NTRK1 NTRK2 NUS1 PACS2 PANK2 PARK7 PARS2 PCDH19 PHIP PINK1 PLA2G6 PODXL POLA1 PPP3CA PRKN PTCH1 PTCHD1 RELN SCN1A SCN1B SCN2A SCN3A SCN8A SCN9A SHH SIX3 SLC13A5 SLC1A2 SLC1A3 SLC38A3 SNCA SPEN SPTBN1 SRCAP STIL SUGCT SYNGAP1 SYNJ1 SZT2 TDGF1 TGIF1 TMEM240 TRAK1 TSC1 TSC2 UBA5 UBTF UCHL1 USP7 VANGL1 VPS13C VPS16 VPS35 WDR62 WWOX YWHAG ZIC2 HP_INABILITY_TO_WALK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INABILITY_TO_WALK ABCD1 ABHD16A ACTB ACTL6B ADAM22 ADAR ADSL ADSS1 AGTPBP1 AIMP2 ALDH18A1 ALS2 AP4B1 AP4E1 AP4S1 APTX ARL6IP1 ASAH1 ASPA ASXL1 ASXL3 ATAD3A ATL1 ATL3 ATM ATN1 ATP6AP2 ATP6V1A ATP8A2 BCAS3 BVES C19orf12 CACNA1A CACNA1B CACNA1E CACNA1G CACNA1I CACNA2D2 CAMK2A CAMK2B CDKL5 CDON CELF2 CHCHD10 CHKA CHRND CLDN11 CLIC2 CLN3 CLN5 CLN8 CLTC CNPY3 COPB1 COPB2 COQ2 CPLX1 CRAT CRPPA CTBP1 CTNNA2 DARS2 DCPS DES DHX30 DISP1 DLL1 DMD DNAJB6 DNAJC6 DNM1 DNM1L DOCK7 DOHH DPAGT1 DPYD DSTYK DYM DYNC1I2 DYSF EIF2AK2 EIF2B3 EIF2B5 EIF2S3 EMD EPM2A EPRS1 ERBB4 ERLIN2 EXOSC5 EXT2 EXTL3 FA2H FAR1 FARS2 FCSK FGF12 FGF8 FGFR1 FHL1 FKRP FLNC FOXH1 FOXRED1 FUS FXN GABBR2 GABRA2 GABRB2 GALC GAS1 GDAP1 GEMIN4 GEMIN5 GFM2 GGPS1 GIPC1 GLE1 GLI2 GLRX5 GMPPB GNAO1 GNB1 GNPTAB GOSR2 GOT2 GPAA1 GRIA2 GRIA4 GRIK2 GRIN1 GRM1 GSX2 GTPBP2 HACE1 HINT1 HK1 HNRNPA1 HNRNPH1 HNRNPK HSD17B10 HTT HYCC1 INTS1 INTS8 IRF2BPL JAG2 KCNJ10 KCNQ2 KCNT1 KIF1A KLC2 KLHL9 LAMA2 LARGE1 LDB3 LETM1 LMNA LMX1B LNPK LONP1 LRP12 LRP5 LRPPRC LYRM7 LYST MAFB MAG MAGEL2 MAPK8IP3 MAPT MARS2 MAST1 MBOAT7 MCM3AP MDH2 MECP2 MECR MED25 MEF2C MFF MFN2 MFSD2A MORC2 MPV17 MPZ MRPS34 MSTO1 MT-ATP6 MT-TE MTM1 MTRFR MYH7 MYOT NDRG1 NDUFA6 NEB NEFL NEU1 NEUROD2 NGLY1 NHLRC1 NODAL NOTCH2NLC NTNG1 NTNG2 NTRK2 NUP54 NUP62 OGDHL OPTN OTUD6B P4HTM PANK2 PDHA1 PEX1 PEX16 PGAP2 PGAP3 PIEZO2 PIGA PIGP PIGS PLA2G6 PLCB1 PLCH1 PLEC PLP1 PMP22 PMPCB PODXL POLR3A POLR3B POMT1 POMT2 POT1 PPP1R21 PPP2R1A PRUNE1 PRX PSAP PSMB1 PSMC1 PTCH1 PURA PYCR2 RAB18 REPS1 RHOBTB2 RILPL1 RNASEH1 RPL10 RRM2B SAMD9L SATB1 SBF1 SBF2 SCN1A SCN2A SCN3A SDHA SDHAF1 SDHB SDHD SEC31A SELENOI SELENON SERAC1 SGCB SGCG SH3TC2 SHH SIGMAR1 SIX3 SLC12A5 SLC12A6 SLC16A2 SLC17A5 SLC19A3 SLC1A2 SLC1A4 SLC25A22 SLC25A4 SLC2A1 SLC2A3 SLC33A1 SLC35A2 SLC38A3 SLC39A14 SLC39A8 SLC6A17 SLC9A6 SMC1A SMN1 SMN2 SMPD1 SMS SNCA SNX14 SPATA5 SPG11 SPTLC1 SPTLC2 ST3GAL3 STAC3 STAG2 STIL STRADA STXBP1 SUCLA2 SYNE1 SYNJ1 SYT1 TBC1D20 TBC1D23 TBC1D24 TBCD TBCK TBR1 TDGF1 TELO2 TFG TGIF1 TGM6 TIMM8A TK2 TMEM107 TMEM231 TNPO2 TNR TOR1A TRAPPC11 TRAPPC2L TREX1 TRIM2 TRIM32 TRIP4 TRPM3 TSEN15 TUBB3 TWNK UBE4A UBTF UCHL1 UNC80 UQCRQ VAC14 VAMP2 VAPB VARS1 VCP VPS13A VPS16 VPS33A VPS41 VPS51 WARS1 WDR45B ZC4H2 ZEB2 ZIC2 ZNF526 HP_INAPPROPRIATE_ANTIDIURETIC_HORMONE_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INAPPROPRIATE_ANTIDIURETIC_HORMONE_SECRETION HESX1 LHX3 LHX4 MOGS POU1F1 PPOX PROP1 SP110 HP_INAPPROPRIATE_BEHAVIOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INAPPROPRIATE_BEHAVIOR ALG9 ATP7B CDKL5 CHMP2B DCTN1 FOCAD FOXG1 GABBR2 GALC GM2A GNAS GRN IQSEC2 KIF15 MAPT MECP2 NTNG1 PHGDH PIDD1 PIGS PRKAR1B PSAP PSAT1 PSEN1 SLC18A2 SLC19A3 SMC1A SQSTM1 TBC1D2B TDO2 TMEM106B TRANK1 TREM2 TYROBP VCP VPS13A HP_INAPPROPRIATE_CRYING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INAPPROPRIATE_CRYING ALG9 CDKL5 FOCAD FOXG1 GABBR2 GALC IQSEC2 KIF15 MECP2 NTNG1 PHGDH PIGS PSAP PSAT1 SLC18A2 SLC19A3 SMC1A TBC1D2B HP_INAPPROPRIATE_LAUGHTER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INAPPROPRIATE_LAUGHTER ADSL ATP10A ATRX CDKL5 CSF1R DYRK1A GABBR2 GATAD2B GLI3 GRIK2 GRIN1 HSD17B10 KANSL1 MAPT MBD5 MECP2 NOVA2 NTNG1 NTNG2 OCA2 PDE2A PGAP1 PIGS PSEN1 SLC6A17 SLC9A6 SMC1A SNRPN TBC1D2B TELO2 UBE3A WDR4 HP_INAPPROPRIATE_SEXUAL_BEHAVIOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INAPPROPRIATE_SEXUAL_BEHAVIOR ATP7B GNAS GRN MAPT PSEN1 TDO2 TRANK1 HP_INCISOR_MACRODONTIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCISOR_MACRODONTIA ABCC9 ATP6V1B2 BRF1 CACNA1I COL11A1 CTCF FARS2 GJA1 GRIA3 KCNK9 KCNMA1 PACS2 PURA TBC1D24 VPS13B HP_INCOMITANT_STRABISMUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCOMITANT_STRABISMUS ACKR3 ARX CCNQ CEP120 CHN1 COL25A1 CSPP1 DNM1L GJA5 GJA8 HOXA1 KCNN2 KIAA0586 MAFB MED13 MN1 NSMF OPA1 PIEZO2 SALL1 SALL4 UBA2 ZMIZ1 HP_INCOMPLETE_PARTITION_OF_THE_COCHLEA_TYPE_II https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCOMPLETE_PARTITION_OF_THE_COCHLEA_TYPE_II EYA1 FOXI1 HAAO KCNJ10 ORC1 PI4KB SIX1 SLC26A4 HP_INCOMPREHENSIBLE_SPEECH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCOMPREHENSIBLE_SPEECH CC2D1A FOXP2 FXN GATAD2B GRIN2A SATB2 SETBP1 SRPX2 YME1L1 HP_INCOORDINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCOORDINATION AASS ABCA2 ABCD1 ACOX1 ACTA1 ADAR ADCY5 ADGRV1 ADSS1 AFF2 ALG13 ALG14 ALG2 ALMS1 APC2 ARG1 ARHGEF2 ARL6 ARSA ASAH1 ATL1 ATP1A3 ATP2B3 ATP6AP2 ATP7B ATP9A ATXN10 ATXN3 ATXN8OS B4GALNT1 BBS1 BSCL2 BSND CACNA1A CAPN3 CARS1 CAV3 CCDC28B CCDC78 CDC42BPB CFL2 CHAMP1 CHD8 CHP1 CLCNKA CLCNKB CLN5 CLN8 CLTC COL12A1 COL6A1 COL6A2 COL6A3 COLQ COQ2 COX20 CPLX1 CREBBP CRPPA CWF19L1 DAB1 DARS2 DCC DEAF1 DNAJC13 DNAL4 DPAGT1 DYM DYNC1H1 DYRK1A EED EEF1A2 EEF2 EIF4G1 ELN ELP1 EP300 ERCC4 FA2H FHL1 FIG4 FKRP FKTN FRRS1L GABRA1 GABRD GABRG2 GALC GALT GBA1 GCH1 GDAP1 GDAP2 GFPT1 GIGYF2 GJB1 GLRA1 GMPPB GOSR2 GPHN GRID2 GRIN2A GRM1 HADHA HADHB HAX1 HCN1 HEPACAM HEXB HINT1 HLA-DQB1 HLA-DRB1 HNRNPA1 HSD17B10 HTT HUWE1 ISCU KBTBD13 KCNA1 KCNC3 KCND3 KDM4B KIF1C KLHL41 LAMB2 LMBRD1 LMNB2 LRRK2 LYST LZTFL1 MAN2B1 MAPT MECR MED13L MFN2 MICU1 MLXIPL MORC2 MPZ MRE11 MT-ATP6 MT-TE MTFMT MTHFR MTPAP MTR MYPN NAA20 NADK2 NDRG1 NDUFA1 NEB NEFH NEFL NIPA1 NIPA2 NKX2-1 NOL3 NOP56 NR4A2 NSD1 NTN1 NUDT2 NUP54 NUP62 OPA1 PAK3 PANK2 PCDH19 PDCD1 PDE10A PDE2A PEX1 PEX16 PI4KA PIK3R5 PLA2G6 PLEC PMP2 PMP22 PMPCA POGZ POLG POLG2 POLR3A POLR3B POMT1 PRNP PSAP PYROXD1 RAD51 RDH11 REEP1 RNF125 RNF168 RNU12 RORA RPIA RPL10 RRM2B RYR3 SCN1A SCN1B SCN2A SCN4A SCN9A SCO2 SCYL1 SDHA SDHAF1 SDHB SDHD SET SETD2 SGCA SGCG SH3TC2 SIM1 SLC12A6 SLC18A2 SLC19A3 SLC22A5 SLC25A1 SLC25A15 SLC25A4 SLC25A42 SLC2A3 SLC39A14 SLC52A2 SLC52A3 SLC6A8 SMG9 SNCA SNRPN SPG21 SPTBN2 SPTLC1 SQSTM1 STIM1 STX1B SYNE1 SYNGAP1 TAF1 TANGO2 TBC1D23 TBC1D24 TCF20 TCF4 TGM6 TIA1 TPM2 TPM3 TPP1 TPR TRANK1 TSHB TTC19 TTN TTPA TUBG1 TWNK TXN2 UBE3A VCP VPS13D VPS35 VWA1 YWHAG HP_INCREASED_ADIPOSE_TISSUE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_ADIPOSE_TISSUE AKT2 CHCHD10 INPP5K LIPE LMNA MC4R MT-TK PCSK1 POLR3A POMC HP_INCREASED_ARM_SPAN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_ARM_SPAN APC2 DLG4 FBN1 NSD1 SETD2 TGFB3 TRAPPC2 HP_INCREASED_ASPARTATE_FAMILY_AMINO_ACID_LEVEL_IN_URINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_ASPARTATE_FAMILY_AMINO_ACID_LEVEL_IN_URINE AASS GUCY2D NADK2 SLC1A1 SLC3A1 SLC7A7 SLC7A9 HP_INCREASED_BODY_MASS_INDEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_BODY_MASS_INDEX CORIN FLT1 STOX1 THOC2 THRA HP_INCREASED_BODY_WEIGHT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_BODY_WEIGHT ABCA4 ABCB4 ABCC8 ABCC9 ABHD5 ACADVL ADCY3 ADGRL1 ADNP ADRB3 AFF4 AGBL5 AGRP AHI1 AHR AIP AKT1 AKT2 ALB ALMS1 ANK3 ANOS1 AP1S3 AP4B1 AP4E1 AP4M1 AP4S1 APOE APPL1 ARHGEF18 ARL13B ARL2BP ARL3 ARL6 ARMC5 ARNT2 ARVCF ASH1L ATP10A ATP6AP2 ATP7B ATRX BAP1 BAZ1B BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCL7B BDNF BEST1 BIN1 BLK BLM BPTF BRAF BRD4 BUD23 CA4 CACNA1S CANT1 CARTPT CASZ1 CC2D2A CCDC141 CCDC28B CD46 CDH23 CDHR1 CDKN2A CEL CELA2A CEP164 CEP19 CEP290 CERKL CFAP410 CFAP418 CFH CFI CHD7 CHD8 CLIP2 CLRN1 CNGA1 CNGB1 CNNM2 CNTNAP2 COA3 COL10A1 COMT COPB1 CPE CRB1 CREBBP CRX CTNNB1 CTSH CTSK CUL4B CYP19A1 CYP7A1 DCC DDB1 DDX6 DEAF1 DHDDS DHX38 DICER1 DIS3L2 DLK1 DMPK DNAJC30 DNM2 DNMT3A DPYD DUSP6 DYNC2I2 DYRK1B EDNRB EHMT1 EIF2S3 EIF4H ELN EMD ENPP1 EP300 ERMARD EXOC6B EYS FAM161A FBXO11 FEZF1 FGF17 FGF8 FGFR1 FGFR3 FHL1 FIBP FKBP6 FLII FLRT3 FMR1 FOXG1 FOXP1 FSCN2 FXR1 GABRA3 GABRD GATA4 GCK GHR GHRL GJA5 GJA8 GLI3 GNAI1 GNAS GNAS-AS1 GP1BB GTF2I GTF2IRD1 GTF2IRD2 GUCA1B H6PD HACE1 HCRT HDAC4 HDAC8 HEATR3 HECTD4 HELLPAR HERC1 HERC2 HESX1 HGSNAT HIRA HLA-DQB1 HLA-DRB1 HNF1A HNF1B HNF4A HS6ST1 HSD11B1 HSPG2 IDH3A IDH3B IER3IP1 IFT140 IFT172 IFT27 IFT74 IFT88 IGF1 IGF1R IGFALS IGSF1 IL17RD IL36RN IMPDH1 IMPG1 IMPG2 INPP5E INS IQSEC2 JMJD1C KCNAB2 KCNJ11 KCNJ18 KDM6A KIAA1549 KIDINS220 KIZ KLF11 KLHL7 KMT2C KMT2D LARS2 LAS1L LEP LEPR LHX3 LHX4 LIMK1 LIPE LMNA LRAT LUZP1 LZTFL1 MAGEL2 MAK MAN1B1 MAPK8IP3 MC4R MCM3AP MECP2 MEF2A MEG3 MEGF8 MEN1 MERTK METTL27 MIA3 MKKS MKRN3 MKS1 MLXIPL MMP23B MOG MTFMT MTMR14 MTOR MYF6 MYT1L NCF1 NDN NDNF NDST1 NEK2 NEUROD1 NF2 NHLH2 NIN NIPBL NKAP NPAP1 NPHP1 NR0B2 NR2E3 NR3C1 NRL NSD1 NTRK2 OCA2 ODC1 OFD1 OTX2 P2RY11 P4HTM PAX4 PAX6 PCARE PCNT PCSK1 PDE11A PDE4D PDE6A PDE6B PDE6G PDGFB PDPN PDSS1 PDX1 PGM2L1 PHF21A PHF6 PHIP PHKA2 PHKB PHKG2 PIGA PIGL PIGN PIGT PIK3CA PKDCC PNKP PNPLA2 PNPLA6 POGZ POMC POMGNT1 POU1F1 POU3F4 PPARG PRCD PRDM16 PRKACA PRKAR1A PRKAR1B PRKCZ PRMT7 PROK2 PROKR2 PROM1 PROP1 PRORP PRPF3 PRPF31 PRPF4 PRPF6 PRPF8 PRPH2 PSMD12 PTCH1 PTEN PWAR1 PWRN1 RAB23 RAD21 RAF1 RAI1 RBMX RBP3 RDH12 REEP6 RERE RFC2 RGR RHO RIT1 RLBP1 RNF135 RNPC3 ROM1 RP1 RP1L1 RP2 RP9 RPE65 RPGR RPS6KA3 RREB1 RTL1 RYR1 SAG SATB1 SCAPER SCLT1 SDC3 SDCCAG8 SEC24C SECISBP2 SEMA3A SEMA4A SETBP1 SETD1A SETD2 SH2B1 SH3KBP1 SHANK3 SHOC2 SHOX SIM1 SIN3A SKI SLC10A7 SLC25A4 SLC7A14 SLC7A7 SLC9A7 SMAD4 SMARCB1 SMARCE1 SMC1A SMC3 SMO SNORD115-1 SNORD116-1 SNRNP200 SNRPN SOS1 SOX10 SOX2 SOX3 SPATA7 SPEN SPG11 SPRY4 SPTBN1 SRY STEEP1 STX16 STX1A SUFU SUPT16H SYNE1 SYNE2 TACR3 TAF1 TAOK1 TBC1D2B TBL2 TBX1 TBX3 TCF20 TERT TFE3 THOC2 THRA THRB TMCO1 TMEM218 TMEM270 TMEM43 TMEM67 TMLHE TNFSF4 TOGARAM1 TOPORS TP53 TRAF3IP1 TRAF7 TRAPPC9 TRHR TRIM32 TRIP12 TRIP4 TTC8 TUB TULP1 UBE2A UBE3A UBE3C UBE4B UCP2 UCP3 UFD1 UNC45B USH2A USP48 USP7 USP8 VPS13B VPS37D WAC WDPCP WDR11 WNT4 WT1 XRCC4 XYLT1 YY1 ZBTB20 ZBTB7A ZNF365 ZNF408 ZNF513 ZNF711 ZNRF3 ZPR1 HP_INCREASED_BONE_MINERAL_DENSITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_BONE_MINERAL_DENSITY AARS1 ACP5 AGXT AMER1 ANKH ANO5 AP1S2 BAZ1B BCL7B BMP1 BUD23 CA2 CARS1 CLCN7 CLIP2 CSF1R CTSK DHCR24 DLK1 DLX3 DMP1 DNAJC30 DVL1 EBP EIF2AK3 EIF4H ELN ENPP1 ERCC2 ERCC3 ERCC6 ERCC8 FAM111A FAM20C FERMT3 FKBP6 FLNA GBA1 GJA1 GNAS GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 HGSNAT HHAT HMGA2 HSPG2 KARS1 KL LBR LEMD3 LIMK1 LMNA LPIN2 LRP4 LRP5 LRRK1 MAP2K1 MAP3K7 MC4R MEG3 METTL27 MITF MLXIPL MPLKIP MTAP NAGLU NCF1 NGLY1 NOTCH3 OSTM1 PHEX PLEKHM1 PTDSS1 PTH1R RBL2 RFC2 RNF113A RTL1 RUNX2 SCARB2 SETBP1 SGSH SIK3 SLC26A2 SLC29A3 SLC34A2 SLC39A14 SLC4A2 SNX10 SOST SQSTM1 SRCAP STX16 STX1A TARS1 TBCE TBL2 TBXAS1 TCIRG1 TGFB1 TMEM270 TMEM53 TNFRSF11A TNFRSF11B TNFSF11 TONSL TRAPPC2 TRPS1 VCP VPS37D WRN HP_INCREASED_B_CELL_COUNT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_B_CELL_COUNT CARD11 CASP10 FAS FASLG IKBKG NCKAP1L NFKBIA PRKCD PTPRC RASGRP1 HP_INCREASED_CEREBRAL_LIPOFUSCIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_CEREBRAL_LIPOFUSCIN CLN3 CLN5 CLN6 CLN8 CTSD DNAJC5 PPT1 PSAP TARS2 TPP1 HP_INCREASED_CIRCULATING_ACTH_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_CIRCULATING_ACTH_LEVEL AIP ATRX BRAF CDH23 CYP11A1 CYP11B1 DAXX MC2R MRAP NNT NR3C1 POR TP53 USP48 USP8 HP_INCREASED_CIRCULATING_ANDROGEN_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_CIRCULATING_ANDROGEN_CONCENTRATION ALG6 ALMS1 AR CDKN2A CLN3 CTNNB1 CYP11B1 FSHR GNAS HSD3B2 INSR NR2F2 NR3C1 POLR3A PRKAR1A TERT TP53 WNT4 ZNRF3 HP_INCREASED_CIRCULATING_ANTIBODY_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_CIRCULATING_ANTIBODY_LEVEL ADA ADAM17 AICDA ALB CARD10 CARD11 CARD9 CASP10 CCND1 CD247 CD3D CD3E CD40 CD40LG CDSN COL1A1 COL7A1 DCLRE1C DNMT3B DOCK8 DSG1 EGFR ELANE EXTL3 FAS FASLG FOXP3 GBA1 GPC3 GPC4 GPR35 GTF2H5 HLA-DRB1 IFIH1 IFNGR1 IKBKG IL12A IL12RB1 IL21 IL21R IL2RA IL2RB IL2RG IL4R IL6R IL6ST IL7R IPO8 IRAK4 IRF5 KLHDC8B KRAS KRT74 KRT9 LIG4 MMEL1 MS4A2 MST1 MUC5B MVK MYD88 NCKAP1L NFKBIA NLRP1 NRAS NSMCE3 OTULIN PEPD PGM3 PIK3CD PIK3R1 PLA2G7 POMP POU2AF1 PRKCD PSMB4 PSMB8 PSMB9 PSTPIP1 PTEN RASGRP1 SCARB2 SEMA4D SETX SFTPA2 SFTPC SH2D1A SLC7A7 SPIB SPINK5 SPPL2A STAT3 STAT5B STING1 TCF4 TERT TGFB1 TNFSF15 TNPO3 TPP2 TYK2 UNG VPS33A VPS45 WAS XIAP ZNF341 HP_INCREASED_CIRCULATING_CORTISOL_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_CIRCULATING_CORTISOL_LEVEL AIRE ARMC5 ATRX BRAF CBX2 CDH23 CDKN1A CDKN1B CDKN2A CDKN2B CDKN2C CTNNB1 CYP11B1 CYP11B2 GNAS HTR1A KCNJ11 MEN1 NR3C1 PDE11A PDE8B POR PRKACA PRKAR1A RET TERT TP53 USP48 USP8 ZNRF3 HP_INCREASED_CIRCULATING_CREATINE_KINASE_MB_ISOFORM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_CIRCULATING_CREATINE_KINASE_MB_ISOFORM DMD DSG2 FHL1 GAA SLC30A9 HP_INCREASED_CIRCULATING_FREE_FATTY_ACID_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_CIRCULATING_FREE_FATTY_ACID_LEVEL ACADVL AKT2 DOLK GLYCTK HADH HP_INCREASED_CIRCULATING_GONADOTROPIN_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_CIRCULATING_GONADOTROPIN_LEVEL AR BMP15 BMPR1B BNC1 C14orf39 CATIP CBX2 CCDC34 CDH23 CFTR CLPP CNBP CT55 CYB5A CYP11A1 CYP17A1 DHH DHX37 DIAPH2 DMRT3 DNAH10 DNHD1 ERCC6 ESR1 ESR2 FANCM FBXO43 FGD1 FIGLA FKBP6 FMR1 FOXL2 FSHB FSHR GATA4 GCNA GDF9 HFM1 HSD17B4 KISS1R KLHL10 LARS2 LHB LHCGR MAP3K1 MCM8 MCM9 MEIOB MOV10L1 MRPS22 MSH4 MSH5 NANOS1 NR0B1 NR5A1 NSMCE2 NUP107 PDHA2 PNLDC1 POLA1 POLR3H POR PPP2R3C PSMC3IP RNF212 RPL10L SHOC1 SOHLH1 SOX9 SPAG17 SPIDR SRY STAG3 SYCE1 SYCP3 TAF4B TDRD9 TERB1 TERB2 TEX11 TEX14 TEX15 TP63 VAMP7 WT1 WWOX XRCC2 ZFPM2 ZMYND15 ZSWIM7 HP_INCREASED_CIRCULATING_IGA_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_CIRCULATING_IGA_LEVEL CARD10 CASP10 CCND1 CD247 CD40LG FAS FASLG GTF2H5 IKBKG IL12A IL12RB1 IL7R IRF5 MMEL1 MVK NLRP1 OTULIN PGM3 POMP POU2AF1 PRKCD PSMB8 RASGRP1 SPIB STING1 TNFSF15 TNPO3 WAS HP_INCREASED_CIRCULATING_IGG_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_CIRCULATING_IGG_LEVEL CARD10 CASP10 CCND1 CD247 DOCK8 FAS FASLG IFIH1 IFNGR1 IKBKG IL2RB IL2RG IL7R IPO8 NCKAP1L NFKBIA NLRP1 PGM3 POMP PRKCD PSMB8 RASGRP1 STING1 TGFB1 TPP2 HP_INCREASED_CIRCULATING_IGM_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_CIRCULATING_IGM_LEVEL AICDA CASP10 CD247 CD40 CD40LG DNMT3B FAS FASLG GPR35 IFNGR1 IKBKG IL12A IL12RB1 IRF5 KLHDC8B MMEL1 MST1 MYD88 NFKBIA NSMCE3 OTULIN PGM3 PIK3CD PIK3R1 POU2AF1 PTEN RASGRP1 SEMA4D SH2D1A SPIB SPPL2A TCF4 TNFSF15 TNPO3 TPP2 UNG VPS33A XIAP HP_INCREASED_CIRCULATING_INSULIN_LIKE_GROWTH_FACTOR_1_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_CIRCULATING_INSULIN_LIKE_GROWTH_FACTOR_1_CONCENTRATION AIP GPR101 IGF1R MEN1 PDE11A PRKAR1A HP_INCREASED_CIRCULATING_INTERFERON_GAMMA_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_CIRCULATING_INTERFERON_GAMMA_CONCENTRATION ADAR ANKRD55 CD247 IFIH1 IL2RA IL2RB LSM11 PRF1 PSMB8 PTPN2 PTPN22 RNASEH2A RNASEH2B RNASEH2C RNU7-1 SAMHD1 STAT4 STX11 STXBP2 TREX1 UNC13D HP_INCREASED_CIRCULATING_INTERLEUKIN_6_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_CIRCULATING_INTERLEUKIN_6_CONCENTRATION ELF4 HMOX1 IL6R MEFV PRF1 PSMB8 SASH3 STX11 STXBP2 UNC13D HP_INCREASED_CIRCULATING_LACTATE_DEHYDROGENASE_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_CIRCULATING_LACTATE_DEHYDROGENASE_CONCENTRATION ABCG8 ACAD9 AIFM1 AKR1D1 ALDOA CALR CAV3 CBLIF CD46 CDAN1 CFH CFI CHEK2 CPT2 DHFR FLI1 GAA HBB HELLPAR HLA-DRB1 HMGCS2 HMOX1 IRAK1 JAK2 KCNN4 KIF23 KLF1 KY LARGE1 LIPA LPIN1 LYST MLIP MPL MT-CO1 MT-CO3 MTHFD1 MVK MYC NSUN2 OBSCN OCRL PEX2 PFKM PIEZO1 PIGA PIK3CG PITRM1 PLA2G6 PLEC PNPLA2 RB1 RHAG RHCE RHD RPS14 SAT1 SLC19A1 SLC25A13 SLC4A1 SLC7A7 SPP1 STAT4 STIM1 TCIRG1 TET2 TP53 USB1 VPS13A XK ZNFX1 HP_INCREASED_CIRCULATING_PROLACTIN_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_CIRCULATING_PROLACTIN_CONCENTRATION AIP AKT1 BAP1 BRAF CDH23 CTNNB1 GNAS GPR101 MEN1 MSTO1 NF2 PDE11A PDGFB PIK3CA PMM2 POLR3A PRKAR1A PRLR SMARCB1 SMARCE1 SMO SUFU TERT TRAF7 TRHR TSHB HP_INCREASED_CIRCULATING_RENIN_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_CIRCULATING_RENIN_LEVEL BSND CASR CLCNKA CLCNKB CYP11A1 CYP11B2 HSD3B2 INSR KCNJ1 KCNJ10 KCNJ16 MAGED2 NR3C2 SCNN1A SCNN1B SCNN1G SLC12A1 SLC12A3 SLC26A3 HP_INCREASED_CIRCULATING_THYROGLOBULIN_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_CIRCULATING_THYROGLOBULIN_LEVEL DUOX2 FOXI1 GLIS3 KCNJ10 PAX8 SLC26A4 SLC35A2 THRB TSHR HP_INCREASED_CIRCULATING_VERY_LONG_CHAIN_FATTY_ACID_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_CIRCULATING_VERY_LONG_CHAIN_FATTY_ACID_CONCENTRATION ABCD1 AMACR AP1S1 BCAP31 HSD17B4 PEX12 PEX14 PEX2 PEX6 REPS1 HP_INCREASED_CONNECTIVE_TISSUE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_CONNECTIVE_TISSUE ACTA1 AIFM1 AKT2 ANO5 CHCHD10 DYSF GATA1 INPP5K KLHL40 KLHL41 LAMA2 LIMS2 LIPE LMNA LMOD3 MC4R MT-TK NEB NEFL PCSK1 PLEC POLR3A POMC RYR1 TCAP TNXB UROS HP_INCREASED_CORNEAL_THICKNESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_CORNEAL_THICKNESS DCN FGF10 FGFR2 FGFR3 SLC4A11 HP_INCREASED_CSF_GLYCINE_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_CSF_GLYCINE_CONCENTRATION AMT BOLA3 GLYCTK IBA57 NFU1 HP_INCREASED_CSF_INTERFERON_ALPHA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_CSF_INTERFERON_ALPHA ADAR IFIH1 LSM11 RNASEH2A RNASEH2B RNASEH2C RNU7-1 SAMHD1 TREX1 HP_INCREASED_CSF_LACTATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_CSF_LACTATE AIFM1 ALDH4A1 ATP5PO ATPAF2 CLPB COA8 COQ8A COX10 COX11 COX14 COX20 COX4I1 COX6B1 COX8A DARS2 DNM1L ECHS1 FARS2 FOXRED1 GFM1 GFM2 HPDL HSD17B10 HTRA2 IBA57 LONP1 LRPPRC LYRM4 LYRM7 MDH2 MECP2 MPV17 MRPS34 MT-ATP6 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TK MT-TL1 MT-TN MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTFMT NADK2 NARS2 NAXE NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA4 NDUFA6 NDUFA8 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB8 NDUFB9 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NFU1 NUBPL PDHA1 PDHX PET100 PET117 PNPT1 RARS2 RMND1 RRM2B SCO2 SLC13A3 SLC25A19 SLC25A4 SLC2A1 SLC31A1 SLC39A8 SUCLA2 SUCLG1 SURF1 TIMM50 TIMMDC1 TMEM126B TPK1 TRAPPC12 TRMT10C TXN2 UQCC2 UQCC3 HP_INCREASED_CUP_TO_DISC_RATIO https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_CUP_TO_DISC_RATIO ASB10 CDH11 COL18A1 CYP1B1 EFEMP1 MYOC TEK TRAPPC12 HP_INCREASED_C_PEPTIDE_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_C_PEPTIDE_LEVEL ABCC8 AGPAT2 BSCL2 CAV1 CAVIN1 CIDEC FOS HADH HNF1A INSR KCNJ11 PPARG SLC25A36 UCP2 HP_INCREASED_DENSITY_OF_LONG_BONES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_DENSITY_OF_LONG_BONES ANO5 CA2 CSF1R FLNA GNAS MTAP SETBP1 SOST STX16 TGFB1 TNFRSF11A TNFSF11 HP_INCREASED_ENDOMYSIAL_CONNECTIVE_TISSUE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_ENDOMYSIAL_CONNECTIVE_TISSUE ACTA1 ANO5 ANXA11 CACNA1S CHKB COL12A1 COL6A1 COL6A2 COL6A3 GIPC1 HNRNPA1 LAMA2 LARGE1 MAP3K20 MEGF10 MLIP MYL1 MYOT NOTCH2NLC POMGNT1 SELENON SGCA SGCG SLC12A6 SYNE1 TNPO3 TOR1AIP1 TRIP4 TTN HP_INCREASED_ERYTHROCYTE_PROTOPORPHYRIN_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_ERYTHROCYTE_PROTOPORPHYRIN_CONCENTRATION ALAD ALAS2 CLPX GATA1 UROS HP_INCREASED_FECAL_PORPHYRIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_FECAL_PORPHYRIN ALAD CPOX GATA1 UROD UROS HP_INCREASED_GLUTAMINE_FAMILY_AMINO_ACID_LEVEL_IN_URINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_GLUTAMINE_FAMILY_AMINO_ACID_LEVEL_IN_URINE AASS LIPT1 SLC3A1 SLC7A7 SLC7A9 HP_INCREASED_HEAD_CIRCUMFERENCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_HEAD_CIRCUMFERENCE ABCC9 ACADM ACADVL ACAN ACER3 ADGRG1 ADGRL1 ADK AFF2 AGGF1 AKT1 AKT3 ALDH1A2 ALG13 ALKBH8 AMER1 ANK3 ANKH ANKRD17 ANTXR2 AP1S2 APC APC2 ARL6 ARSB ASH1L ASPA ASXL2 B3GALNT2 B3GLCT B4GALT1 B4GALT7 B4GAT1 BBS1 BGN BICD2 BICRA BIN1 BLTP1 BMP2 BMPR1A BRAF BRWD3 CACNA1E CAMK2A CAMK2G CAMTA1 CC2D2A CCDC22 CCDC28B CCND2 CCNK CDC42BPB CDCA7 CDH2 CDKN1C CDON CEP120 CHD1 CHD3 CHD4 CHD8 CHRNA7 CLCN3 CLCN4 CLCN7 CLIC2 CNTNAP2 COL2A1 COL4A1 CRADD CRPPA CSF1R CSGALNACT1 CTNNA2 CUL4B CWC27 D2HGDH DAG1 DEAF1 DHCR24 DICER1 DIS3L2 DISP1 DLK1 DLL1 DLL3 DMPK DNM2 DNMT3A DNMT3B DOCK3 DOCK6 DPH1 DPH2 DPYD DPYSL5 DVL1 DVL3 DYNC2H1 DYNC2I1 DYNC2I2 EDN1 EED EIF2B1 EML1 ERF ERMARD ETFA ETFB ETFDH EXT2 EZH2 FAM111A FAM149B1 FAR1 FBN1 FBXO11 FBXW7 FGF8 FGFR1 FGFR2 FGFR3 FH FIBP FIG4 FKRP FKTN FLI1 FMR1 FOCAD FOXH1 FOXP1 FOXP2 FZD2 GABBR2 GAD1 GALC GAN GAS1 GCDH GFAP GJA1 GLI2 GLI3 GNAI3 GNAQ GNB1 GNB2 GNE GNS GPC3 GPC4 GRB10 GRIA3 GUSB H1-4 H19 H3-3A H3-3B HDAC4 HDAC6 HECTD4 HECW2 HELLS HEPACAM HERC1 HES7 HEXB HMGA2 HOXD13 HRAS HSD17B4 HUWE1 IDH1 IDS IDUA IFT43 IFT74 IFT80 IFT81 IGBP1 IGF2 IHH IL6ST INPP5E INPPL1 ITCH JARID2 KANSL1 KCNC2 KCNH1 KCNJ1 KCNJ8 KDM1A KDM5C KIF7 KLLN KMT2E KMT5B KPTN KRAS L1CAM L2HGDH LAMA5 LAMB1 LARGE1 LBR LFNG LMNA LRP2 LRP4 LRP5 LZTR1 MAB21L2 MACROH2A1 MAN1B1 MAN2B1 MAN2C1 MAP2K1 MAP2K2 MECP2 MED12 MEG3 MESP2 MGAT2 MITF MLC1 MOCS1 MOCS2 MPDZ MRAS MSX2 MTM1 MTMR14 MTOR MYF6 MYH8 MYMK NALCN NDUFAF3 NDUFS4 NDUFV1 NEU1 NF1 NFIA NFIB NFIX NKX3-2 NLRP3 NODAL NONO NOTCH2 NRAS NSD1 NXN OBSL1 ODC1 OFD1 OPHN1 OTUD5 PAK1 PCGF2 PDGFRB PDSS1 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PGAP2 PGAP3 PHF21A PHF6 PIBF1 PIGA PIGL PIGN PIGO PIGT PIGV PIGW PIGY PIK3CA PIK3R2 PITX1 PKDCC PLAG1 PLCB4 PLCH1 PLEC PLG POC1A POLE POLR3A POMGNT1 POMGNT2 POMK POMT1 POMT2 POP1 POR POU4F1 PPP1CB PPP1R12A PPP2CA PPP2R5D PSAP PTCH1 PTDSS1 PTEN PTHLH PTPN11 RAB39B RAC1 RAF1 RERE RFX7 RIN2 RIPPLY2 RIT1 RNF125 RNF135 ROBO3 ROR2 RPGRIP1L RTL1 RUNX2 RXYLT1 RYR1 SATB2 SDHB SDHC SDHD SEC23A SEC23B SEC24D SERPINH1 SETD1A SETD2 SH2B1 SHANK3 SHH SHOC2 SHPK SIM1 SIX2 SIX3 SLC12A2 SLC16A2 SLC25A1 SLC26A2 SLC29A3 SLC2A1 SLC2A10 SLC35D1 SLC39A14 SMAD4 SMARCB1 SMC1A SMO SMPD1 SNX10 SNX14 SON SOS1 SOST SOX9 SP7 SPINT2 SPRED1 SPTBN1 SRCAP STAG2 STIL STRADA STT3A SUFU SUMF1 SUZ12 SYN1 TAOK1 TBC1D2B TBC1D7 TBCK TBL1X TBX15 TBX6 TCF20 TCIRG1 TDGF1 TET3 TFE3 TGIF1 THRA TMCO1 TMEM216 TMEM53 TMEM67 TMEM94 TNFRSF11A TNFRSF11B TNFSF11 TNRC6B TONSL TRIM37 TRIO TRIP11 TUBA1A TUBB2B TUBB3 UBE2A UBE3A UPF3B USF3 USP7 USP9X VPS35L WASHC5 WDR35 WNT5A XYLT1 YME1L1 ZBTB20 ZBTB24 ZBTB42 ZBTB7A ZDHHC9 ZIC2 ZMPSTE24 ZNF469 ZSWIM6 HP_INCREASED_HEMOGLOBIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_HEMOGLOBIN BPGM EGLN1 EPAS1 EPO EPOR HBA1 HBA2 HBB JAK2 SH2B3 VHL HP_INCREASED_HEPATIC_GLYCOGEN_CONTENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_HEPATIC_GLYCOGEN_CONTENT AKT2 FARS2 FOCAD HNF4A PGM1 PHKB PHKG2 PYGL SDHA SLC2A2 SLC37A4 HP_INCREASED_HEPATOCELLULAR_LIPID_DROPLETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_HEPATOCELLULAR_LIPID_DROPLETS LRPPRC MT-TN MT-TS1 SAR1B SURF1 HP_INCREASED_INFLAMMATORY_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_INFLAMMATORY_RESPONSE A2ML1 AARS1 AASS ABCA12 ABCA3 ABCB1 ABCB11 ABCB4 ABCC6 ABCC9 ABCD1 ACADVL ACP5 ACTA1 ACTC1 ACTG2 ACTN4 ADA ADA2 ADAM17 ADAMTS2 ADAMTS3 ADAMTSL2 ADAR ADAT3 AEBP1 AFF4 AGA AGPAT2 AGR2 AIP AIRE AK2 AKR1D1 AKT1 ALDH18A1 ALDH3A2 ALG12 ALG5 ALG9 ALMS1 ALOX12B ALOXE3 AMACR ANAPC1 ANGPT2 ANK1 ANKFY1 ANKRD11 ANKRD55 ANLN ANO5 AP1B1 AP1S3 AP2S1 AP3B1 APC APC2 APOA1 APOC2 APOE APOL1 AR ARHGAP24 ARHGAP29 ARHGDIA ARHGEF2 ARHGEF38 ARID1A ARID1B ARID2 ARMC5 ARPC1B ARSB ARVCF ASAH1 ASPRV1 ASXL1 ATAD1 ATL1 ATL3 ATM ATN1 ATOH7 ATP6V0A1 ATP6V1B2 ATP7A ATP7B ATP8B1 ATRX AUTS2 AXIN1 B2M B3GALT6 B4GALT1 BACH2 BANK1 BAP1 BAZ1B BCAP31 BCKDHA BCKDHB BCL10 BCL11B BCL7B BCOR BCS1L BICC1 BIRC3 BLK BLM BLNK BLOC1S6 BMP4 BNC2 BPTF BRAF BRCA1 BRD4 BSCL2 BTD BTK BTNL2 BUD23 C1QA C1QB C1QC C1R C1S C2orf69 C3 C4A C4B C5 CACNA1C CACNA1G CALR CAMK2B CAPN3 CAPN5 CARD10 CARD11 CARD14 CARD8 CARD9 CARMIL2 CARS1 CASP10 CASP8 CASR CAT CAV1 CAVIN1 CBL CBS CCBE1 CCDC103 CCDC39 CCDC40 CCDC47 CCDC65 CCNO CCR1 CCT5 CD151 CD19 CD247 CD27 CD28 CD2AP CD3D CD3E CD3G CD4 CD40LG CD79A CD79B CD81 CDC42BPB CDC45 CDC73 CDH1 CDH23 CDK10 CDKN1B CDON CDSN CEACAM3 CEACAM6 CEBPE CERS3 CFAP221 CFAP298 CFAP300 CFAP410 CFAP45 CFAP52 CFAP74 CFB CFHR5 CFI CFTR CHD7 CHST14 CIB1 CIC CIDEC CIITA CITED2 CLCA4 CLCN7 CLCNKB CLDN1 CLEC7A CLIP2 CLN3 CLPB CLTCL1 CLTRN COBLL1 COG6 COG8 COL11A1 COL11A2 COL17A1 COL2A1 COL3A1 COL4A3 COL4A4 COL4A5 COL4A6 COL5A1 COL5A2 COL7A1 COMT COPA COQ8B CORO1A COX4I2 CPA1 CPLX1 CR2 CRB2 CREBBP CRLF1 CSF2RA CSF2RB CSPP1 CST6 CSTA CTBP1 CTC1 CTLA4 CTNNB1 CTRC CTSB CTSC CXCR4 CYBA CYBB CYBC1 CYP11B1 CYP4F22 CYP7A1 CYP7B1 CYSLTR2 DAAM2 DBT DCDC2 DCLRE1B DCLRE1C DCTN4 DDB1 DDB2 DDR2 DDX41 DEAF1 DEF6 DGKE DHCR7 DIP2B DISP1 DKC1 DLG1 DLK1 DLL1 DLX4 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH7 DNAH9 DNAI1 DNAI2 DNAJB11 DNAJB13 DNAJC21 DNAJC30 DNAL1 DNASE1 DNASE1L3 DNASE2 DNMT1 DNMT3B DOCK2 DOCK8 DOLK DPF2 DPP9 DRC1 DSE DSG1 DZIP1L EBP ECM1 EDA EDAR EDARADD EDNRA EFEMP2 EFL1 EGFR EIF4H ELANE ELF4 ELN ELOVL4 EMP2 EN1 ENPP1 EP300 EPB42 EPCAM EPG5 EPHB4 EPM2A ERAP1 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ERF ESR1 ETS1 EXTL3 F13A1 F13B F5 FAM111B FANCF FAS FASLG FAT4 FBLN5 FBN1 FBXW7 FCGR2A FCGR2B FCGR3A FCGR3B FCHO1 FCN3 FECH FERMT1 FERMT3 FGA FGF10 FGF3 FGF8 FGFR1 FGFR2 FGFR3 FH FIG4 FIP1L1 FKBP6 FLG FLG2 FLI1 FLII FLNA FLT4 FLVCR1 FMO3 FMR1 FNIP1 FOCAD FOXC2 FOXD3 FOXH1 FOXJ1 FOXN1 FOXP1 FOXP3 FZD2 G6PC1 G6PC3 GALNS GANAB GAPVD1 GAS1 GAS2L2 GAS8 GATA1 GATA2 GATA3 GATA4 GATA6 GBA1 GCGR GCLC GFI1 GGT1 GINS1 GIPC1 GJA1 GJB2 GJB3 GJB4 GJB6 GJC2 GK GLB1 GLI2 GLIS3 GLRA1 GLRA2 GLRB GNA11 GNAQ GNAS GNB2 GNPTAB GNS GORAB GP1BB GPHN GPIHBP1 GPR101 GPR35 GRB10 GRHL3 GSN GSTM3 GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GUCY2C GUSB H3-3B H4C3 H4C5 H6PD HACD1 HAVCR2 HBA1 HBA2 HBB HDAC4 HDAC8 HEPHL1 HFE HGD HIRA HLA-A HLA-B HLA-C HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRB1 HLCS HMGCL HMOX1 HNRNPA2B1 HOXA13 HPGD HPS1 HSD3B7 HSPA9 HYAL1 HYDIN HYOU1 IARS1 IARS2 ICOS IDH1 IDS IDUA IFIH1 IFNG IFNGR1 IFT140 IFT172 IGBP1 IGF2R IGHG1 IGHG2 IGHM IGKC IGLL1 IGSF3 IKBKB IKBKG IKZF1 IKZF3 IL10 IL10RA IL10RB IL11RA IL12A IL12A-AS1 IL12B IL12RB1 IL17F IL17RA IL17RC IL18BP IL1R1 IL1RN IL21 IL21R IL23R IL2RA IL2RB IL2RG IL36RN IL37 IL4R IL6 IL6R IL6ST IL7 IL7R INAVA INF2 IPO8 IQSEC2 IRAK1 IRF2BP2 IRF4 IRF5 IRF6 IRF8 IRF9 IRGM ITCH ITGA6 ITGA7 ITGAM ITGB2 ITGB4 ITK IVNS1ABP JAGN1 JAK1 JAK2 JAK3 JAZF1 JMJD1C KANK2 KANSL1 KARS1 KAT6A KCNJ6 KCNN4 KCTD1 KDF1 KDM6A KDSR KIAA0319L KIAA0586 KIF11 KIF12 KIF15 KIRREL1 KIT KLRC4 KMT2A KMT2D KMT5B KNSTRN KPTN KRT1 KRT10 KRT14 KRT17 KRT18 KRT5 KRT74 KYNU LACC1 LAGE3 LAMA2 LAMA3 LAMB3 LAMC2 LAT LBR LCK LCP2 LDHA LEMD3 LEP LETM1 LGI3 LHCGR LIG1 LIG4 LIMK1 LIPN LMBRD1 LMF1 LMNA LMNB1 LMNB2 LMX1B LONP1 LPIN1 LPIN2 LPL LRBA LRIF1 LRP12 LRRC32 LRRC56 LRRC8A LSM11 LSS LTBP1 LTBP3 LTBP4 LYST LYZ MAB21L1 MAF MAGI2 MAGT1 MALT1 MAN2B1 MAP3K20 MAP3K7 MAPK1 MARS2 MASP2 MBL2 MBTPS2 MCCC2 MCIDAS MDM4 MECP2 MED12 MED25 MEFV MEG3 MEGF10 MEIS2 MEN1 MET METTL27 MGP MIA3 MID1 MIF MLX MLXIPL MMACHC MME MMEL1 MMP1 MMUT MNS1 MNX1 MORC2 MPDU1 MPEG1 MPLKIP MPV17 MRTFA MS4A1 MS4A2 MSMO1 MSN MST1 MSX1 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW MTAP MTHFD1 MTM1 MTTP MVK MYCN MYD88 MYH11 MYH6 MYH9 MYL2 MYO1E MYO1H MYSM1 NAA10 NABP1 NADK2 NAE1 NAXD NBEA NBN NCF1 NCF2 NCF4 NCKAP1L NCSTN NDUFA6 NDUFS3 NECTIN1 NEK10 NEK9 NELFA NF1 NFE2L2 NFIX NFKB1 NFKB2 NFKBIA NFS1 NGF NHLRC1 NHP2 NIPAL4 NIPBL NKX2-1 NKX2-5 NLRC4 NLRP1 NLRP12 NLRP3 NME5 NME8 NOD2 NODAL NOP10 NOS1 NOTCH2 NOTCH2NLC NPHS1 NPHS2 NPM1 NR1H4 NR3C1 NSD1 NSD2 NSMCE2 NSMCE3 NSUN2 NTRK1 NUMA1 NUP107 NUP133 NUP160 NUP205 NUP37 NUP85 NUP93 NXN OBSCN OCRL ODAD1 ODAD2 ODAD3 ODAD4 OFD1 OPLAH ORAI1 ORC6 OSTM1 OTULIN P4HA2 P4HTM PAFAH1B1 PAH PANK2 PAPSS2 PARN PAX1 PAX2 PAX6 PCCA PCCB PCYT1A PDCD1 PDE11A PDGFRA PDGFRL PDHA1 PEPD PERCC1 PGM1 PGM2L1 PGM3 PHGDH PHIP PI4KA PIEZO1 PIGA PIGG PIGN PIGY PIK3CA PIK3CD PIK3CG PIK3R1 PKD1 PKD2 PKHD1 PKP1 PLA2G6 PLA2G7 PLCD1 PLCE1 PLCG2 PLCH1 PLEC PLEKHM1 PLG PLOD1 PLXND1 PML PMM2 PNP PNPLA1 PNPLA2 POFUT1 POGLUT1 POLA1 POLE POLG POLH POLR3A POMP POU2AF1 PPARG PRDM12 PRF1 PRG4 PRKACA PRKAR1A PRKAR1B PRKCD PRKDC PRMT7 PRORP PRSS1 PRSS2 PRTN3 PSEN1 PSENEN PSMB10 PSMB4 PSMB8 PSMB9 PSMD12 PSMG2 PSPH PSTPIP1 PTCD3 PTCH1 PTEN PTPN2 PTPN22 PTPRC PTPRO PURA PXK RAB7A RAC1 RAC2 RAD21 RAG1 RAG2 RAI1 RANBP2 RARA RASGRP1 RBCK1 RBM8A RBP4 RECQL REL RELB RET RETREG1 REV3L RFC2 RFX5 RFX7 RFXANK RFXAP RHOH RIC1 RILPL1 RIN2 RIPK1 RIT1 RMRP RNASEH2A RNASEH2B RNASEH2C RNF113A RNF125 RNF168 RNF2 RNU12 RNU4ATAC RNU7-1 ROR2 RORC RPGR RPL11 RRAS2 RREB1 RSPH1 RSPH3 RSPH4A RSPH9 RTEL1 RTL1 RTTN RUNX1 RUNX2 RYR1 SAMD9 SAMHD1 SASH3 SAT1 SBDS SCN9A SCNN1A SCNN1B SCNN1G SDCCAG8 SDHA SDHB SDHC SDHD SDR9C7 SEC23B SEC24C SELENON SEMA4D SERPINA1 SERPINH1 SETBP1 SETD2 SF3B1 SFTPB SFTPC SGCG SH2D1A SH3KBP1 SH3PXD2B SHANK3 SHH SHOC2 SHPK SIAH1 SIK3 SIN3A SIX3 SKIC2 SKIC3 SLC11A1 SLC12A3 SLC25A12 SLC25A13 SLC25A15 SLC25A24 SLC26A9 SLC27A4 SLC29A3 SLC2A10 SLC30A2 SLC35A1 SLC35C1 SLC37A4 SLC39A4 SLC39A7 SLC4A1 SLC6A14 SLC6A19 SLC6A5 SLC7A7 SLC9A3 SLCO2A1 SLF2 SLURP1 SMAD3 SMARCA2 SMARCA4 SMARCAD1 SMARCAL1 SMARCB1 SMARCC2 SMARCD1 SMARCD2 SMARCE1 SMC1A SMC3 SMG8 SMG9 SNAP29 SNX10 SOCS1 SOX11 SOX18 SOX4 SP110 SPAG1 SPEF2 SPI1 SPIB SPINK1 SPINK5 SPP1 SPTA1 SPTB SPTBN1 SPTLC1 SPTLC2 SRCAP SRD5A3 SREBF1 SRP19 SRP54 SRSF2 SRY ST14 STAG2 STAT1 STAT2 STAT3 STAT4 STAT5B STIL STING1 STK36 STK4 STUB1 STX11 STX16 STX1A STXBP1 STXBP2 SULT2B1 SUOX SYK TAF1 TAOK1 TAP1 TAP2 TAPBP TARS1 TBC1D24 TBC1D2B TBC1D8B TBCD TBCK TBL1XR1 TBL2 TBX1 TBX19 TBX2 TBX20 TBX4 TCF3 TCF4 TCIRG1 TDGF1 TEK TERC TERT TET2 TFE3 TFG TFRC TG TGDS TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGIF1 TGM1 TGM5 TICAM1 TIMM8A TINF2 TK2 TKFC TKT TLK2 TLL1 TLR4 TLR7 TLR8 TMC6 TMC8 TMCO1 TMEM270 TNFAIP3 TNFRSF11A TNFRSF13B TNFRSF13C TNFRSF1A TNFRSF1B TNFRSF9 TNFSF11 TNFSF12 TNFSF15 TNFSF4 TNIP1 TNPO3 TNRC6B TOM1 TONSL TOP3A TP53 TP63 TP73 TPM2 TPM3 TPP2 TPR TRAC TRAF3IP2 TRAF6 TRAPPC11 TRAPPC2 TREX1 TRIM8 TRPC6 TRPM4 TTC12 TTC7A TYMS UBA1 UBAC2 UBB UBE2A UBE2L3 UFD1 UMOD UNC119 UNC13D UNG UQCRH UROD UROS USB1 USP26 USP48 USP8 VIPAS39 VPS33A VPS33B VPS37D WAS WDR1 WDR19 WDR26 WDR35 WIPF1 WNT4 WRAP53 WT1 XDH XIAP XPA XPC XPNPEP3 XYLT1 ZAP70 ZBTB16 ZBTB24 ZBTB7A ZEB1 ZEB2 ZFAT ZIC2 ZMYND10 ZNF341 ZNF699 ZNF750 ZNFX1 HP_INCREASED_INTERVERTEBRAL_SPACE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_INTERVERTEBRAL_SPACE ACP5 EXTL3 PLCB3 SLC26A2 TMEM53 TRPV4 HP_INCREASED_INTRACRANIAL_PRESSURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_INTRACRANIAL_PRESSURE AKT1 ALX4 ANTXR1 APC BAP1 BMPR1A BRAF C4A CASR CCM2 CCND1 CCR1 CSPP1 CTNNB1 CTSK DKK1 ELMO2 EPCAM ERAP1 ERF FAN1 FAS FGFR2 FGFR3 GALC GALK1 GNA11 HLA-B IFNGR1 IFT172 IL10 IL12A IL12A-AS1 IL23R IRF4 KIAA0586 KLLN KLRC4 KRAS KRIT1 L1CAM LRP5 MEFV MLH1 MLH3 MSH2 MSH6 NF2 NLRP3 PDCD10 PDE4D PDGFB PIK3CA PMS1 PMS2 PRF1 PSAP PTEN RPS20 SDHB SDHC SDHD SEC23B SEMA4A SMARCB1 SMARCE1 SMO SNORD118 SOST STAT4 SUFU TCF12 TERT TGFBR2 TLR4 TRAF7 TWIST1 UBAC2 USF3 VHL ZIC1 HP_INCREASED_INTRAMYOCELLULAR_LIPID_DROPLETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_INTRAMYOCELLULAR_LIPID_DROPLETS ABHD5 AFG3L2 CACNA1S CHCHD10 COQ8A COX6A2 GABRA3 ISCU KCNE3 KCNJ18 MIPEP MSTO1 MT-TN MT-TS1 NDUFA4 NDUFS4 PNPLA2 SCN4A SDHA STAC3 SUCLG1 SURF1 HP_INCREASED_JITTER_AT_SINGLE_FIBER_EMG https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_JITTER_AT_SINGLE_FIBER_EMG ALG14 ALG2 COL13A1 DPAGT1 GFPT1 GMPPB SLC25A1 HP_INCREASED_LAXITY_OF_ANKLES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_LAXITY_OF_ANKLES COL6A1 COL6A2 COL6A3 COMP GLI3 MFN2 PYCR2 HP_INCREASED_LAXITY_OF_FINGERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_LAXITY_OF_FINGERS COL12A1 COL6A1 COL6A2 COL6A3 COMP HP_INCREASED_LDL_CHOLESTEROL_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_LDL_CHOLESTEROL_CONCENTRATION ABCA2 ABCG5 ABCG8 ALB APOA2 APOB APOE CCDC115 CELA2A CEP19 CYP7A1 DYRK1B EMD EPHX2 FHL1 GHR LCAT LDLR LDLRAP1 LIPA LMNA LPL LRP6 PCSK9 PPP1R17 SLC25A13 SLC7A7 SMPD1 SYNE1 SYNE2 TMEM199 TMEM43 TTPA HP_INCREASED_LEFT_VENTRICULAR_END_DIASTOLIC_VOLUME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_LEFT_VENTRICULAR_END_DIASTOLIC_VOLUME ACTC1 ADAMTS19 BAG3 BAG5 CRYAB CSRP3 DMD DSG2 FKTN LDB3 MYBPC3 MYH6 MYPN NEXN PSEN1 PSEN2 RAF1 SGCD TAFAZZIN TNNI3 TNNT2 TPM1 VCL HP_INCREASED_LEVEL_OF_HIPPURIC_ACID_IN_URINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_LEVEL_OF_HIPPURIC_ACID_IN_URINE BCKDHA BCKDHB DBT HMGCL PAH PCCA PCCB HP_INCREASED_LEVEL_OF_L_FUCOSE_IN_URINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_LEVEL_OF_L_FUCOSE_IN_URINE ACVR1B APC CASP10 ERBB2 FGFR2 IL1B IL1RN IRF1 KLF6 KRAS KRT18 MUTYH PIK3CA SMAD4 STK11 TP53 HP_INCREASED_LIBIDO https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_LIBIDO CHD7 DUSP6 FGF17 FGF8 FGFR1 GNRH1 GNRHR HS6ST1 KISS1 KISS1R NHLH2 NSMF PROK2 PROKR2 SPRY4 TAC3 TACR3 WDR11 HP_INCREASED_MEAN_CORPUSCULAR_HEMOGLOBIN_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_MEAN_CORPUSCULAR_HEMOGLOBIN_CONCENTRATION AARS1 ANK1 CARS1 EPB42 ERCC2 ERCC3 GTF2E2 GTF2H5 KCNN4 MPLKIP PIEZO1 RNF113A SLC4A1 SPTA1 SPTB TARS1 HP_INCREASED_MEAN_PLATELET_VOLUME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_MEAN_PLATELET_VOLUME ABCG8 ACTN1 CD36 CDC42 COG1 DIAPH1 FLI1 FLNA GATA1 GFI1B GP1BA GP1BB GP9 ITGA2B ITGB3 LBR MYH9 PRKACG SC5D SKIC2 SKIC3 SLC35A1 TUBA8 TUBB1 HP_INCREASED_MEGAKARYOCYTE_COUNT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_MEGAKARYOCYTE_COUNT CALR JAK2 MPL SF3B1 SH2B3 TET2 TP53 HP_INCREASED_MUSCLE_FATIGUABILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_MUSCLE_FATIGUABILITY AMPD1 AMPD3 CACNA1S CAV3 CHRND DBH DMGDH GABRA3 KCNE3 KCNJ18 PFKM PGK1 RRM2B SCN4A SERPINA6 SLC16A1 STIM1 TMEM126B TRAPPC11 HP_INCREASED_MUSCLE_GLYCOGEN_CONTENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_MUSCLE_GLYCOGEN_CONTENT ENO3 GAA MSTO1 MT-TE PFKM PHKA1 PHKA2 PHKB PHKG2 PYGM TRMU HP_INCREASED_MUSCLE_LIPID_CONTENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_MUSCLE_LIPID_CONTENT ABHD5 ACTA1 AFG3L2 CACNA1S CHCHD10 COL12A1 COL25A1 COL6A1 COL6A2 COL6A3 COQ8A COX6A2 CPT2 GABRA3 ISCU KBTBD13 KCNE3 KCNJ18 KLHL41 MIPEP MSTO1 MT-TE MT-TN MT-TS1 MYH7 MYPN NDUFA4 NDUFS4 NEB PNPLA2 SCN4A SDHA SELENON STAC3 SUCLG1 SURF1 TPM2 TPM3 TRMU TTN ZFHX4 HP_INCREASED_NEURONAL_AUTOFLUORESCENT_LIPOPIGMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_NEURONAL_AUTOFLUORESCENT_LIPOPIGMENT CLN3 CLN5 CLN6 CLN8 CTSD DNAJC5 PPT1 TPP1 HP_INCREASED_NUCHAL_TRANSLUCENCY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_NUCHAL_TRANSLUCENCY ADARB1 ARSL ATN1 BAZ1B BCL7B BMPER BRD4 BUB1 BUB1B BUB3 BUD23 CEP57 CLIP2 CSGALNACT1 DHCR7 DHPS DNAJC30 DOHH EIF4H ELN EPHB4 FGFR3 FIG4 FKBP6 GPC6 GTF2I GTF2IRD1 GTF2IRD2 HDAC8 HNRNPK LBR LIMK1 LZTR1 METTL27 MLXIPL MUSK MYL11 NCF1 NIPBL ODC1 PIGN RAD21 RFC2 SMC1A SMC3 STAG1 STX1A TBL2 TMEM270 TRIP11 TRIP13 TXNDC15 VAC14 VPS37D HP_INCREASED_NUMBER_OF_SKIN_FOLDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_NUMBER_OF_SKIN_FOLDS ALDH18A1 ELN FBLN5 GGCX MAPRE2 TUBB HP_INCREASED_OVERBITE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_OVERBITE ACP4 ALKBH8 EP300 EYA1 GRB10 HIVEP2 MYMX PRR12 RIC1 SIX1 SPART HP_INCREASED_PROPORTION_OF_CD25_MAST_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_PROPORTION_OF_CD25_MAST_CELLS ASXL1 CBL LYST RUNX1 SRSF2 TET2 HP_INCREASED_PROTEINOGENIC_AMINO_ACID_LEVEL_IN_URINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_PROTEINOGENIC_AMINO_ACID_LEVEL_IN_URINE AASS ABCD4 ACADM ALDH4A1 AMT ARG1 ASPH CAMKMT CBS CLTRN GLDC GLYCTK GUCY2D HAL HCFC1 IVD LIPT1 LMBRD1 MCCC2 MMACHC MMADHC MTHFR MTR MTRR NADK2 NFU1 OPLAH PCCA PCCB PPM1B PRDX1 PREPL PRODH SARDH SLC1A1 SLC36A2 SLC3A1 SLC6A18 SLC6A19 SLC6A20 SLC7A7 SLC7A9 SUOX TDO2 UQCRB HP_INCREASED_PULMONARY_VASCULAR_RESISTANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_PULMONARY_VASCULAR_RESISTANCE ACTC1 BMPR2 CAV1 CITED2 GATA4 GATA6 KCNK3 MYH6 NKX2-5 SLC34A2 SMAD9 TBX20 TLL1 HP_INCREASED_RED_BLOOD_CELL_MASS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_RED_BLOOD_CELL_MASS EGLN1 EPOR JAK2 SH2B3 VHL HP_INCREASED_RED_CELL_SICKLING_TENDENCY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_RED_CELL_SICKLING_TENDENCY BCL11A HBB HBG1 HBG2 KLF1 HP_INCREASED_SENSITIVITY_TO_IONIZING_RADIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_SENSITIVITY_TO_IONIZING_RADIATION AKT1 BAP1 MRE11 NF2 NSMCE3 PDGFB PIK3CA RNF168 SMARCB1 SMARCE1 SMO SUFU TERT TRAF7 HP_INCREASED_SERUM_ESTRADIOL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_SERUM_ESTRADIOL AR CDKN2A CTNNB1 ESR1 POLR3A PRKAR1A TERT TP53 ZNRF3 HP_INCREASED_SERUM_IRON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_SERUM_IRON BCS1L BMP2 FTH1 HAMP HFE HJV KIF23 PKLR RACGAP1 SKIC3 SLC11A2 STEAP3 TFR2 HP_INCREASED_SERUM_LACTATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_SERUM_LACTATE AARS2 ACAD9 ACAT1 ACAT2 ADAMTS13 AGK AIFM1 ALDH6A1 AMPD1 AMPD2 AMPD3 ATAD3A ATP5F1A ATPAF2 BCS1L C1QBP CA5A CARS2 CDK5 CHCHD10 CLPB COQ4 COQ8A COQ9 COX10 COX11 COX14 COX20 COX4I1 COX5A COX6A2 COX6B1 COX8A CRAT CYC1 CYP27A1 DARS2 DGUOK DLD DNAJC19 DNM1L DTYMK EARS2 ECHS1 FARS2 FASTKD2 FBXL4 FDX2 GFM1 GFM2 GLRX5 GOT2 GTPBP3 GYS2 HADHB HIBCH HMGCL HPDL HS6ST2 HSD17B10 HSPD1 HTRA2 ISCA1 ISCU KARS1 LARS2 LDHA LETM1 LIAS LIPT1 LIPT2 LONP1 LRPPRC LYRM7 MDH2 MECP2 MICOS13 MIPEP MPC1 MRPL12 MRPL3 MRPL44 MRPS14 MRPS16 MRPS2 MRPS22 MRPS28 MRPS34 MRPS7 MT-ATP6 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TI MT-TK MT-TL1 MT-TL2 MT-TN MT-TP MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTFMT MTO1 MTRFR NADK2 NARS2 NAXD NAXE NDUFA1 NDUFA11 NDUFA12 NDUFA13 NDUFA6 NDUFA8 NDUFA9 NDUFAF1 NDUFAF4 NDUFAF6 NDUFB8 NDUFB9 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS8 NDUFV1 NFS1 NFU1 NGLY1 NSUN3 OCRL OGDH PC PDHA1 PDHX PDP1 PDSS1 PDSS2 PET100 PET117 PHKG2 PITRM1 PLPBP PMPCB PNPLA8 PNPO PNPT1 POLG POLG2 POLRMT PPCS PRORP PRSS12 PUS1 PYGL RARS1 RARS2 RMND1 RNASEH1 RRM2B SARS2 SCO1 SCO2 SDHA SDHB SERAC1 SFXN4 SLC25A10 SLC25A12 SLC25A26 SLC25A3 SLC25A4 SLC25A42 SLC31A1 SLC7A7 SOD1 STAT2 SUCLA2 SUCLG1 SURF1 SYNJ1 TANGO2 TARS2 TIMM22 TIMM50 TK2 TMEM126B TMEM70 TPK1 TRMT10C TRMT5 TRMU TSFM TTC26 TUFM TWNK TXN2 UPB1 UQCC2 UQCC3 UQCRB UQCRC2 UQCRH UQCRQ WARS2 YARS1 YARS2 YME1L1 HP_INCREASED_SERUM_SEROTONIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_SERUM_SEROTONIN ATRX CDKN1A CDKN1B CDKN2B CDKN2C DAXX MECP2 MEN1 NLGN3 NLGN4X SDHD SHROOM4 SNRPN TDO2 HP_INCREASED_SERUM_TESTOSTERONE_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_SERUM_TESTOSTERONE_LEVEL AR CYP11B1 FSHR GNAS HSD3B2 INSR NR2F2 NR3C1 POLR3A PRKAR1A WNT4 HP_INCREASED_SIZE_OF_THE_CLITORIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_SIZE_OF_THE_CLITORIS AGPAT2 AR ARID1B ATIC ATR BSCL2 CAV1 CAVIN1 CCNQ CD96 CDC45 CDC6 CDT1 CEP152 COX7B CYP11A1 CYP11B1 DHCR7 DHX37 DMRT3 ESCO2 FDXR FGFR2 FIG4 FOS FRAS1 GAD1 GATA4 GMNN HCCS HSD3B2 INSR KAT6B MAP3K1 MED25 MINPP1 NDUFB11 NR0B1 NR5A1 ORC1 ORC4 ORC6 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 POR PPARG PPP1R12A RSPO1 SOX9 SRY TALDO1 TOE1 TRAIP UBE3B UBR1 VAC14 VAMP7 WT1 WWOX ZFPM2 HP_INCREASED_SKULL_OSSIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_SKULL_OSSIFICATION CSF1R HGSNAT HHAT NAGLU OSTM1 RBL2 SGSH VCP HP_INCREASED_SULFUR_AMINO_ACID_LEVEL_IN_URINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_SULFUR_AMINO_ACID_LEVEL_IN_URINE AASS ABCD4 ASPH CAMKMT CBS HCFC1 LMBRD1 MMACHC MMADHC MTHFR MTR MTRR PPM1B PRDX1 PREPL SLC3A1 SLC7A9 HP_INCREASED_SUSCEPTIBILITY_TO_FRACTURES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_SUSCEPTIBILITY_TO_FRACTURES ACTA1 AGA AGXT ALPL ANO5 ANOS1 ANTXR2 ARMC5 ASCC1 ASXL1 ATL1 ATL3 ATP7A ATP7B B2M B3GALT6 B3GAT3 B4GALT7 BANF1 BMP1 BRAF CA2 CASR CBL CBS CCDC134 CCDC141 CCND1 CDKN1A CDKN1B CDKN2B CDKN2C CHD7 CHEK2 CHRNA1 CHRND CHRNG CHST3 CLCN5 CLCN7 CLTCL1 COL1A1 COL1A2 COL2A1 COPB2 CREB3L1 CRTAP CTC1 CTNNB1 CTNND2 CTSK CYP27A1 CYP27B1 CYP2R1 DCC DKC1 DKK1 DUSP6 EFEMP2 EHHADH ELP1 FBLN5 FEZF1 FGF17 FGF8 FGFR1 FKBP10 FLRT3 FN1 FOXE1 FZD4 GATM GBA1 GK GLE1 GNAS GNPTAB GORAB HABP2 HBB HESX1 HNRNPA1 HNRNPA2B1 HRAS HS6ST1 IDH1 IDH2 IER3IP1 IFITM5 IL17RD IL6ST IRX5 KCNJ6 KDELR2 KIF1A KIT KLHL40 KLHL41 KRAS LBR LIFR LMOD3 LPIN2 LRP5 LTBP1 MBTPS2 MEN1 MESD MET MINPP1 MMP14 MMP2 MOGS MPV17 MTAP MYH3 NDNF NDUFAF6 NEB NFIX NGF NGLY1 NHERF1 NHP2 NOP10 NOTCH2 NPM1 NRAS NTRK1 OCRL P3H1 P4HB PANK2 PARN PDGFRB PLEKHM1 PLOD2 PLOD3 POT1 PPIB PRDM5 PROK2 PROKR2 PTEN PTH1R PYCR1 RB1 RECQL4 RETREG1 RIN2 RRM2B RTEL1 RUNX1 RUNX2 SATB2 SC5D SCARB2 SCN9A SEC24D SEMA3A SEMA5A SERPINF1 SGMS2 SLC29A3 SLC34A1 SLC34A3 SLC37A4 SLC4A1 SLC4A2 SLC7A7 SMPD1 SMS SNX10 SOX10 SOX9 SP7 SPARC SPRY4 SPTLC1 SPTLC2 SQSTM1 SRSF2 STAT3 TACR3 TAPT1 TBCD TCIRG1 TENT5A TERC TERT TET2 TIMM8A TINF2 TMEM38B TNFRSF11A TNFRSF11B TNFSF11 TP53 TPM3 TREM2 TRIP11 TRIP4 TRPV6 TYMS TYROBP UNC45A UROS USB1 VCP VDR WDR11 WNK1 WNT1 WNT3A WRAP53 YY1AP1 ZFHX2 ZNF469 ZNF687 HP_INCREASED_THETA_FREQUENCY_ACTIVITY_IN_EEG https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_THETA_FREQUENCY_ACTIVITY_IN_EEG CABP4 CHRNA2 CHRNA4 CHRNB2 CRH DEPDC5 KCNQ2 KCNQ3 KCNT1 RPL10 SETD1B HP_INCREASED_TOTAL_BILIRUBIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_TOTAL_BILIRUBIN CPT2 DCDC2 KCNN4 LIPT1 LRP5 MYO5B PFKM PIEZO1 POLG2 PRF1 PRKCSH SEC63 SLC4A1 TMEM67 HP_INCREASED_URINARY_NON_PROTEINOGENIC_AMINO_ACID_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_URINARY_NON_PROTEINOGENIC_AMINO_ACID_LEVEL AASS AGXT2 ALDH4A1 ALDH5A1 ALDH6A1 CTH DHTKD1 DMGDH GGT1 IBA57 LETM1 LMBRD1 MMACHC MOCS1 NFU1 PLOD2 PRDX1 PRODH SLC25A15 SLC36A2 SLC3A1 SLC6A18 SLC6A19 SLC6A20 SLC7A7 SLC7A9 TNFRSF11A TNFRSF11B HP_INCREASED_URINARY_PORPHOBILINOGEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_URINARY_PORPHOBILINOGEN ALAD CPOX GATA1 HMBS PPOX UROS HP_INCREASED_URINARY_POTASSIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_URINARY_POTASSIUM BSND CLCNKA CLCNKB EHHADH GATM KCNJ1 NDUFAF6 SLC12A1 SLC34A1 HP_INCREASED_URINE_PROTEINOGENIC_AMINO_ACID_DERIVATIVE_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_URINE_PROTEINOGENIC_AMINO_ACID_DERIVATIVE_LEVEL ASPA GPHN GSS MOCS1 MOCS2 OPLAH PHYKPL SLC13A3 SLC25A13 HP_INCREASED_VERTEBRAL_HEIGHT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_VERTEBRAL_HEIGHT CCDC8 CUL7 FGFR3 ITCH MAN2B1 NOTCH2 OBSL1 PPP1R15B TRPV4 HP_INCREASED_WAIST_TO_HIP_RATIO https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INCREASED_WAIST_TO_HIP_RATIO ABCC8 ADRB3 AGRP AKT2 CARTPT ENPP1 GCK GHRL GPD2 HMGA1 HNF1A HNF1B HNF4A IGF2BP2 IL6 IRS1 IRS2 KCNJ11 LIPC MAPK8IP1 MTNR1B NEUROD1 NR0B2 PAX4 PDX1 POMC PPARG PPP1R3A PTPN1 RETN SDC3 SLC2A2 SLC30A8 TCF7L2 UCP3 WFS1 HP_INEFFECTIVE_ESOPHAGEAL_PERISTALSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INEFFECTIVE_ESOPHAGEAL_PERISTALSIS AAAS ACTB COL4A5 COL4A6 FLVCR1 GLA GMPPA GUCY1A1 IARS2 IVNS1ABP MEIS2 MYH11 MYO1H PHOX2B SAMD9 STAT3 TRAPPC11 HP_INERTIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INERTIA ATXN1 FMR1 JPH3 PANK2 PRKAR1B HP_INFANTILE_AXIAL_HYPOTONIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INFANTILE_AXIAL_HYPOTONIA B4GALT1 CAMK2A CDON DISP1 DLL1 DPAGT1 EXTL3 FGF8 FGFR1 FOXH1 GALC GAS1 GFER GFM2 GLI2 GM2A GNB1 GRIN2A HEXB MAN2B1 MFF NODAL PAX7 PLCH1 PRUNE1 PSAP PSAT1 PTCH1 RARS1 RNU12 RTTN RYR1 SEPSECS SHH SIX3 SLC39A14 SMC1A STAG2 STIL TDGF1 TGIF1 TSEN15 TSEN2 TSEN34 TSEN54 TUBB3 WARS2 ZIC2 HP_INFANTILE_ENCEPHALOPATHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INFANTILE_ENCEPHALOPATHY CCDC88A D2HGDH GCDH SLC19A3 STXBP1 TK2 TSEN54 ZNHIT3 HP_INFANTILE_MUSCULAR_HYPOTONIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INFANTILE_MUSCULAR_HYPOTONIA AASS ACADS ACADVL ADAR ADAT3 ADGRG1 ADNP AHCY ALG11 ARID1A ARID1B ARID2 ARX ASAH1 ASXL3 ATP10A ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 ATRX B4GALT1 BMP2 CAMK2A CASK CDC42 CDKL5 CDON CLCN4 CLTCL1 COG5 COG8 COL5A1 CPE CWF19L1 DAG1 DCHS1 DEAF1 DISP1 DLK1 DLL1 DMXL2 DNMT3A DOLK DPAGT1 DPF2 DPM1 DPYD EBF3 ERMARD EXTL3 FAT4 FGF8 FGFR1 FGFR3 FKRP FOXH1 GAA GABRA1 GABRG2 GALC GAMT GAS1 GATAD2B GFER GFM2 GLB1 GLI2 GLYCTK GM2A GMPPB GNAO1 GNB1 GRIN1 GRIN2A GRM7 GTPBP3 H19 H4C5 HEXB IGF2 ITCH KCNA1 KCNH1 KCNJ11 KCNMA1 KCNN3 KIF15 LARGE1 LRP5 MAF MAGEL2 MAN1B1 MAN2B1 MECP2 MED12 MEG3 MFF MOGS MPDU1 MT-ATP6 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TK MT-TL1 MT-TV MT-TW MTRFR NACC1 NAGS NALCN NEK1 NEU1 NEUROD2 NKX2-1 NODAL NTNG2 NUP54 NUP62 OCA2 PACS1 PAX7 PCDH19 PEX13 PGAP2 PGAP3 PI4KA PIGL PIGO PIGP PIGQ PIGV PIGW PIGY PLCH1 PNKP POGZ POMT1 POMT2 PRMT7 PRUNE1 PSAP PSAT1 PTCH1 RAC1 RAI1 RARS1 RNU12 RPL10 RTL1 RTTN RYR1 SARDH SATB2 SCN1A SCN1B SCN2A SCN9A SEPSECS SHH SIAH1 SIK1 SIM1 SIX3 SLC19A3 SLC25A22 SLC32A1 SLC35A2 SLC39A14 SLC7A7 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMS SNRPN SON SOX11 SOX4 SPATA5 SRD5A3 SRPX2 STAG2 STIL SUCLG1 SUOX SYT1 TBC1D24 TBCD TDGF1 TELO2 TGIF1 TNNT1 TRAPPC11 TRIM8 TRPS1 TSEN15 TSEN2 TSEN34 TSEN54 TUBB2B TUBB3 UBA1 UBE3A UBTF UGT1A1 UNC80 USP9X WARS2 ZEB2 ZIC2 HP_INFANTILE_ONSET https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INFANTILE_ONSET AARS1 AARS2 AASS ABCB11 ABCB4 ABCC6 ABCC9 ABCD3 ABHD16A ACADS ACADSB ACADVL ACER3 ACO2 ACOX1 ACOX2 ACTA1 ACTL6B ADA ADA2 ADAM22 ADAMTS2 ADAR ADAT3 ADCY3 ADCY5 ADD3 ADGRG1 ADGRV1 ADK ADNP ADSL AEBP1 AFG3L2 AGK AGO1 AGO2 AGR2 AGTPBP1 AGXT AHCY AIFM1 AIMP1 AIMP2 AKT1 AKT2 ALDH18A1 ALDH5A1 ALDH6A1 ALDOA ALG11 ALG12 ALG13 ALG14 ALG2 ALG8 ALPK3 ALS2 AMBN AMFR AMMECR1 AMPD2 AMTN ANAPC7 ANGPT2 ANK1 ANKS6 ANOS1 ANTXR1 ANTXR2 AP1S2 AP3B2 AP5Z1 APC2 APOB ARFGEF1 ARFGEF2 ARHGEF9 ARID2 ARPC1B ARPC4 ARSB ARV1 ASH1L ASNS ASPA ASS1 ATAD3A ATG5 ATG7 ATP13A3 ATP1A1 ATP1A2 ATP1A3 ATP2B1 ATP2B3 ATP5F1A ATP5F1B ATP6AP1 ATP6AP2 ATP6V0A1 ATP6V0A4 ATP6V1A ATP6V1B2 ATP7A ATP8B1 ATP9A ATR AUH AUTS2 AVPR2 B3GALNT2 B3GALT6 B4GALNT1 B9D1 BAAT BCAP31 BCAS3 BCL10 BCL11B BCORL1 BCS1L BICD2 BLM BLNK BOLA3 BRAT1 BRF1 BRWD3 BTD BTK C12orf57 C2orf69 C3 C4B CA12 CACNA1A CACNA1B CACNA1C CACNA1G CACNA1H CACNA1I CACNA1S CACNA2D1 CACNA2D2 CAD CADM3 CALM1 CAMK2A CAMK2B CAMK2G CAMLG CAMSAP1 CAMTA1 CARD11 CARD14 CARMIL2 CARS2 CASK CAST CAV1 CAVIN1 CBL CCDC115 CCDC39 CCDC65 CD164 CD19 CD247 CD320 CD3D CD3E CD3G CD40LG CD55 CD59 CD79A CD79B CDKL5 CELF2 CEP104 CERS1 CFAP410 CFI CFTR CHAMP1 CHD1 CHD2 CHD3 CHD5 CHD8 CHKA CHKB CHMP1A CHRNA1 CHRND CHRNE CIC CLCN3 CLCN4 CLCN7 CLCNKB CLDN11 CLDN19 CLMP CLP1 CLPB CLPX CLTC CNNM2 CNNM4 CNOT3 CNPY3 CNTN1 CNTNAP2 COG2 COG4 COL12A1 COL1A1 COL27A1 COL4A1 COL6A1 COL6A2 COL6A3 COL7A1 COLGALT1 COLQ COPB1 COPB2 COQ2 COQ6 COQ8A COQ8B CORO1A COX10 COX11 COX15 COX4I2 COX5A COX6A2 CPLANE1 CPLX1 CPSF3 CPT2 CRB1 CRB2 CRBN CREBBP CRLS1 CRX CRYAB CSF3R CSNK2A1 CTBP1 CTC1 CTDP1 CTNNA2 CTNNB1 CTNS CUL3 CUX1 CUX2 CWF19L1 CXCR4 CYB561 CYBB CYC1 CYP1B1 CYP24A1 CYP2R1 CYP2U1 D2HGDH DAG1 DARS1 DBR1 DCC DCDC2 DCLRE1B DCLRE1C DCX DDB1 DDC DDHD1 DDOST DDX3X DEAF1 DEF6 DGKE DGUOK DHPS DHX30 DIAPH1 DIP2B DLAT DLD DLG4 DNAAF4 DNAAF5 DNAH5 DNM1 DNM2 DOCK2 DOCK3 DOCK7 DOCK8 DOLK DPAGT1 DPF2 DPH2 DPM1 DPP9 DPYD DRC1 DSC3 DSPP DST DTYMK DUT DYNC1H1 DYNC1I2 DYRK1A DZIP1L EARS2 EBF3 ECM1 EDA EDEM3 EEF1A2 EFL1 EGR2 EHHADH EIF2AK1 EIF2AK2 EIF2AK3 EIF2B5 EIF3F ELAC2 ELANE ELF4 ELOVL1 ELP2 ENPP1 EP300 EPCAM EPG5 EPHB4 EPO EPRS1 ERBB2 ERCC1 ERCC2 ERCC5 ERCC6 ERCC8 ERF ERLIN2 ERMARD ETHE1 EXOC2 EXOC7 EXOSC2 EXOSC5 EXOSC8 EXT2 FANCB FANCL FAR1 FARSB FBP2 FBXL3 FCGR2A FCGR3A FCHO1 FERMT3 FGA FGB FGF12 FGF13 FGFR1 FGG FHL1 FIG4 FKBP10 FKTN FLAD1 FLNA FLT4 FMN2 FNIP1 FOCAD FOXC1 FOXP1 FOXP3 FRMD5 FRMD7 FRMPD4 FRRS1L FTSJ1 FUCA1 FYCO1 FZD4 FZR1 G6PC1 G6PD GABBR2 GABRA1 GABRB1 GABRB3 GABRG2 GAD1 GALC GALNS GAMT GAN GARS1 GATA1 GATAD2B GATM GBA1 GCDH GCH1 GDAP1 GEMIN4 GEMIN5 GET4 GFAP GFI1B GFPT1 GGCX GGT1 GH1 GJA1 GJB2 GJB3 GJC2 GLB1 GLRA1 GLS GLUD1 GM2A GMPPA GMPPB GNAO1 GNAS GNB1 GNB2 GNB5 GNE GNPTAB GNS GOLGA2 GON7 GOSR2 GP6 GPAA1 GPD1 GPHN GPR101 GPT2 GRHL2 GRIA1 GRIA3 GRIA4 GRID2 GRIK2 GRIN1 GRIN2B GRIN2D GRM1 GTPBP2 GTPBP3 GUCY1A1 GUCY2C GUCY2D GUSB H3-3B H4C5 H4C9 HADHA HADHB HAX1 HCFC1 HCN1 HCN2 HCN4 HCRT HDAC4 HECTD4 HEPACAM HERC2 HEXA HEXB HGD HIBCH HID1 HIKESHI HIVEP2 HMGCS2 HNF1A HNMT HNRNPH2 HNRNPU HPD HPDL HPRT1 HPS5 HSD17B10 HSPG2 HTT HUWE1 HYDIN IARS2 IDH3A IDS IFIH1 IFITM5 IFNAR1 IFNG IFT140 IGHM IGLL1 IKBKB IKBKG IL10RB IL12B IL17RC IL21 IL2RB IL2RG IL36RN IL37 IL6R IL6ST IL7R ILDR1 IMPDH1 INPP5E INPP5K IQSEC2 IREB2 IRF2BPL IRF8 ISCA1 ISCA2 ITGA3 ITGA7 ITPA ITPR1 JAG1 JAG2 JAGN1 JAK3 JPH1 KARS1 KAT6B KCNA2 KCNB1 KCNC2 KCNH1 KCNJ10 KCNJ11 KCNJ13 KCNMA1 KCNN2 KCNN4 KCNQ2 KCNQ5 KCNT1 KCNT2 KCTD7 KDELR2 KDM4B KDM5B KDM6B KDR KIDINS220 KIF12 KIF1A KIF5A KITLG KLC2 KLHL7 KLK4 KMT2E KMT5B KPNA3 KRT10 KRT14 KRT5 KRT81 KRT83 KRT86 L2HGDH LAGE3 LARGE1 LCA5 LCK LEPR LETM1 LGI3 LIG1 LINGO1 LINS1 LIPA LIPT1 LMAN2L LMBRD1 LMBRD2 LMNA LMNB1 LRIG2 LRP5 LRPPRC LRRK1 LTBP1 LTV1 LYRM7 LYSET LYST MACF1 MAFB MAGEL2 MAGI2 MALT1 MANBA MAP2K2 MAPK8IP3 MARS1 MAST1 MAST3 MATN3 MBD5 MBOAT7 MBTPS1 MCCC1 MCCC2 MCEE MCM5 MCOLN1 MDH2 MECP2 MED12 MED13L MED17 MED25 MEF2C MEFV MEGF10 METTL23 MFF MFN2 MGAT2 MIA3 MICOS13 MID2 MIPEP MLC1 MLIP MMAA MMACHC MMADHC MMP1 MMP13 MMP14 MMP2 MMP9 MPDU1 MPI MPV17 MPZ MRPL3 MRPL44 MRPS2 MRPS25 MRPS34 MRPS7 MSX2 MT-TN MT-TS1 MTFMT MTHFD1 MTHFS MTMR14 MTO1 MTOR MTPAP MTR MTRR MTSS2 MTX2 MUSK MVK MYH7 MYMK MYMX MYO5A MYO5B MYO7A MYT1L NAA20 NACC1 NADK2 NAGA NAPB NARS1 NARS2 NAXD NAXE NBAS NBEA NCAPD3 NCDN NCKAP1L NDP NDST1 NDUFA1 NDUFA10 NDUFA12 NDUFA13 NDUFA2 NDUFA6 NDUFA8 NDUFAF1 NDUFAF3 NDUFAF6 NDUFAF8 NDUFB8 NDUFB9 NDUFC2 NDUFS1 NDUFS2 NDUFS4 NDUFV1 NDUFV2 NEB NEDD4L NEFL NEMF NEUROD2 NEXMIF NF1 NFE2L2 NFIA NFKBIA NFU1 NGF NGLY1 NKX2-1 NKX6-2 NLRC4 NLRP1 NLRP12 NLRP3 NMNAT1 NOS1AP NOTCH2NLC NPHP3 NR0B1 NR1H4 NR4A2 NSD2 NSRP1 NSUN2 NSUN3 NTRK1 NTRK2 NUP62 OAS1 OCLN OFD1 OGDH OGDHL OPA1 OPHN1 OSTM1 OTC OTULIN P4HB P4HTM PACS2 PAK1 PANK2 PARN PC PCDH12 PCDH15 PCDH19 PCDHGC4 PCK1 PCLO PCNA PDE10A PDE2A PDGFRB PDHA1 PDZD8 PERP PET100 PEX1 PEX12 PEX14 PEX16 PEX2 PGAP1 PGAP2 PGAP3 PGM2L1 PHEX PHIP PHKA2 PHKB PHKG2 PHOX2B PI4KA PIDD1 PIGA PIGG PIGK PIGL PIGM PIGP PIGS PIGT PIGW PIK3CD PIK3R1 PINK1 PITRM1 PKHD1 PLCB1 PLCE1 PLCG2 PLEKHG2 PLG PLP1 PLPBP PLXND1 PMM2 PMP22 PMPCA PMPCB PNKD PNP PNPT1 POC1B POGZ POLE POLG POLG2 POLH POLR1C POLR3A POLR3B POLR3K POLRMT POMC POMGNT2 POMK POMT1 POMT2 POU1F1 PPA2 PPCS PPP2CA PPP3CA PRDM12 PRDM13 PRDX1 PRF1 PRKACG PRKAR1B PRKDC PRKG2 PROC PRRT2 PRX PSAP PSMB8 PSMC1 PSMD12 PSMG2 PSPH PTCHD1 PTEN PTF1A PTH PTPRC PTPRQ PTRH2 PTS PURA PUS1 PUS3 PUS7 PYROXD1 QARS1 QDPR RAB11B RAB27A RAC1 RAD51 RAG1 RAG2 RANBP2 RARS1 RBCK1 RDX RECQL RELB REPS1 RERE REST RETREG1 RFT1 RFX7 RHOBTB2 RIN2 RINT1 RIPK1 RLIM RMRP RNASEH2A RNASET2 RNPC3 RNU12 RNU4ATAC ROBO3 ROR1 RORB RORC RPE65 RPGRIP1L RPL21 RPL35A RPL3L RPS10 RPS19 RPS26 RPS29 RPS6KA3 RPSA RRAGD RSPRY1 RSRC1 RUBCN RUSC2 RYR1 S1PR2 SACS SAMD9 SAMHD1 SAR1B SARS1 SARS2 SASH1 SATB2 SCN11A SCN1A SCN1B SCN2A SCN3A SCN4A SCN8A SCN9A SCO2 SCYL1 SDHA SDHAF1 SDHB SDHD SEC23B SELENBP1 SELENON SEMA7A SEPSECS SERPINB7 SERPINB8 SET SETBP1 SETD1A SETD5 SGCD SGPL1 SH3KBP1 SH3TC2 SHQ1 SI SIL1 SIN3A SKIC2 SLC11A2 SLC12A5 SLC12A6 SLC16A1 SLC18A2 SLC18A3 SLC1A2 SLC1A3 SLC1A4 SLC25A1 SLC25A12 SLC25A15 SLC25A26 SLC25A36 SLC25A38 SLC25A42 SLC26A3 SLC2A1 SLC2A10 SLC2A2 SLC30A9 SLC31A1 SLC33A1 SLC34A3 SLC35A1 SLC35B2 SLC37A4 SLC38A3 SLC38A8 SLC39A14 SLC39A4 SLC39A7 SLC41A1 SLC46A1 SLC51A SLC52A3 SLC5A6 SLC5A7 SLC6A17 SLC6A3 SLC6A6 SLC6A8 SLC7A7 SLC9A7 SLF2 SLITRK2 SLITRK6 SLURP1 SMARCA4 SMARCC2 SMG9 SMN1 SMPD1 SNAP29 SNORD118 SNX10 SNX14 SOBP SOD1 SON SOST SOX18 SOX6 SP7 SPARC SPATA5 SPATA5L1 SPATA7 SPEG SPR SPRED2 SPTAN1 SPTBN2 SRCAP SRD5A3 ST3GAL3 ST3GAL5 STAG1 STAT2 STAT3 STEAP3 STING1 STK4 STS STT3A STX11 STX1B STXBP1 STXBP2 SUCLA2 SUCLG1 SUPT16H SURF1 SVIL SYK SYNE4 SYNGAP1 SYNJ1 SYT1 SZT2 TAF13 TAF2 TAF8 TAFAZZIN TARS2 TBC1D23 TBC1D24 TBC1D7 TBC1D8B TBCD TBCE TBK1 TBL1X TBL1XR1 TBR1 TBX19 TBX21 TCEAL1 TCF20 TCF3 TCIRG1 TCN2 TCTN2 TECR TELO2 TET2 TGFB1 TGFBI TGM3 TH THOC6 THUMPD1 TIAM1 TIMM50 TIMMDC1 TJP2 TK2 TLK2 TLR8 TMEM106B TMEM163 TMEM38B TMEM63C TMEM67 TMTC3 TMX2 TNFAIP3 TNFRSF11A TNFRSF11B TNFSF11 TNIK TNNT1 TNNT2 TNPO2 TNR TOGARAM1 TOM1 TP53 TP53RK TP63 TPK1 TPO TPP2 TPR TRAC TRAF7 TRAPPC12 TRAPPC2L TRAPPC6B TRAPPC9 TRDN TREX1 TRIM2 TRIM37 TRIO TRIOBP TRIP13 TRIT1 TRMT1 TRMU TRNT1 TRPA1 TRPM6 TRPV3 TRPV4 TSC1 TSC2 TSEN15 TSHB TSPYL1 TTC26 TTI2 TTN TUBB2A TUBB4A TUBB6 TUBGCP2 TUFM TULP1 TULP3 TWIST1 TWNK TXN2 TYMS UBA5 UBE2A UBE3C UBTF UFC1 UFSP2 UNC13D UNC45B UPB1 UQCRB UQCRQ USB1 USH1C USP53 UVSSA VAMP1 VAMP2 VARS1 VARS2 VDR VHL VLDLR VPS13D VPS33A VPS33B VPS37A VPS41 VPS45 VPS53 WAC WARS1 WARS2 WAS WASHC4 WDR26 WDR4 WDR45B WDR62 WDR73 WDR81 WLS WNK1 WWOX YARS1 YARS2 YIF1B YIPF5 YME1L1 YRDC YWHAG ZAP70 ZBTB18 ZFYVE19 ZIC1 ZMIZ1 ZMPSTE24 ZMYM2 ZMYND10 ZMYND11 ZNF142 ZNF407 ZNF408 ZNF462 ZNF526 ZNF668 ZNFX1 ZSWIM6 HP_INFANTILE_SENSORINEURAL_HEARING_IMPAIRMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INFANTILE_SENSORINEURAL_HEARING_IMPAIRMENT NDE1 PRG4 SARDH SETBP1 TK2 HP_INFANTILE_SPASMS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INFANTILE_SPASMS ACTL6B ADGRG1 ALG13 ALG14 ALG2 APC2 ARFGEF1 ARX ASAH1 ATAD1 ATP2B1 ATP6V1A BTD CASK CDC40 CDH2 CDK19 CDKL5 CEP85L CHD3 CLCN4 CNPY3 CTNNA2 CUL3 D2HGDH DCX DEPDC5 DHX16 DHX37 DMXL2 DNM1 DOCK7 DOLK DPAGT1 EEF1A2 ERCC5 ERMARD FBLN1 FBXO28 GABBR2 GABRB3 GABRG2 GCDH GNAO1 GNB1 GOLGA2 GRIN1 GRIN2B GRM7 GUF1 HCFC1 HDAC4 HIBCH HK1 IFNG KCNA1 KCNB1 KCNQ5 KDM4B KIF1A LONP1 MACF1 MAPK1 MECP2 MGAT2 MMACHC MT-ATP6 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TK MT-TL1 MT-TV MT-TW NACC1 NAXD NDUFAF8 NEDD4L NEUROD2 NEXMIF NGLY1 NPRL2 NPRL3 NTNG1 NTRK2 OGDHL PAFAH1B1 PCDH12 PDHA1 PHACTR1 PI4KA PIGA PIGP PIGQ PLCB1 PNKP PPIL1 PRRT2 PTPN23 RALGAPA1 RNF13 RUSC2 SCN1B SCN2A SEPSECS SIK1 SLC19A3 SLC1A4 SLC25A10 SLC25A22 SLC32A1 SLC35A2 SMC1A SPATA5 SPATA5L1 SPTAN1 SPTBN1 SRPX2 ST3GAL3 STAMBP STRADA STXBP1 SUCLA2 TANGO2 TRIM8 TRPM3 TSC1 TSC2 TSEN15 TSEN2 TSEN34 TSEN54 TUBA1A TUBA8 TUBB2A TUBB2B TUBB3 TUBG1 UBA5 UFC1 UFSP2 VPS53 WDR45 ZNHIT3 HP_INFECTION_FOLLOWING_LIVE_VACCINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INFECTION_FOLLOWING_LIVE_VACCINATION CORO1A CYBB DCLRE1C FCGR3A IFNAR1 IFNAR2 IFNG IL12B IL12RB1 IRF8 ORAI1 REL RORC SPPL2A STAT1 STAT2 TBX21 TCF3 ZNFX1 HP_INFECTIOUS_ENCEPHALITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INFECTIOUS_ENCEPHALITIS ATRX BCL10 BTK C4A CCR1 CD27 CD40LG CIITA CLTRN DBR1 ERAP1 FAS HLA-B HYOU1 IFNGR1 IKBKG IL10 IL12A IL12A-AS1 IL23R IRF3 IRF4 KLRC4 L2HGDH LBR MEFV NCKAP1L PRF1 RFX5 RFXANK RFXAP SH2D1A SLC6A19 SNORA31 STAT1 STAT4 STX11 STXBP2 TBK1 TICAM1 TLR3 TLR4 TMEM70 TOM1 TRAF3 UBAC2 UNC13D UNC93B1 XIAP HP_INFERIOR_CEREBELLAR_VERMIS_HYPOPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INFERIOR_CEREBELLAR_VERMIS_HYPOPLASIA ASXL3 BMP4 BRF1 GEMIN4 GRM1 INTS1 KIAA0753 L1CAM LAMA1 MDH1 MED11 PIEZO2 TRAPPC9 VLDLR HP_INFERIOR_LENS_SUBLUXATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INFERIOR_LENS_SUBLUXATION BAP1 CYSLTR2 GNA11 GNAQ SF3B1 HP_INFERTILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INFERTILITY ACTL9 ADGRG2 AK7 AKAP3 AMH AMHR2 AR ARMC2 ASTL AURKC AXL BLM BMP6 BPY2 BRAF BRDT BTG4 C11orf80 C14orf39 C2CD6 CATIP CATSPER1 CATSPER2 CCDC103 CCDC141 CCDC34 CCDC39 CCDC40 CCDC62 CCDC65 CCNO CDC14A CDC20 CDH23 CDY1 CDY2A CEP112 CEP19 CFAP221 CFAP251 CFAP298 CFAP300 CFAP43 CFAP44 CFAP47 CFAP52 CFAP58 CFAP65 CFAP70 CFAP74 CFTR CLDN2 CT55 CTNS CYP17A1 CYP19A1 DAZ1 DAZ2 DAZ3 DAZ4 DDX3Y DHH DHX37 DMRT3 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH10 DNAH11 DNAH17 DNAH2 DNAH5 DNAH7 DNAH8 DNAH9 DNAI1 DNAI2 DNAJB13 DNAL1 DNALI1 DNHD1 DPY19L2 DRC1 DUSP6 DZIP1 FANCA FANCM FBXO43 FCGR2A FEZF1 FGF17 FIGLA FKBP6 FOXA2 FOXJ1 FOXL2 FSHB FSIP2 GALT GAS2L2 GAS8 GATA4 GBA2 GCM2 GCNA GGN GGPS1 GLI2 GNRH1 GNRHR H6PD HERC2 HESX1 HFE HJV HLA-DQA1 HLA-DQB1 HSD17B3 HSF2BP HSFY1 HYDIN IFT74 IQCN KCNU1 KDM5D KLHL10 KPNA7 LHCGR LHX4 LRRC56 M1AP MAGEL2 MAP2K1 MAP3K1 MCIDAS MEI1 MEIOB MKRN3 MNS1 MOS MOV10L1 MSH4 MSH5 NANOS1 NDN NEK10 NLRP2 NLRP5 NME5 NME8 NPAP1 NR0B1 NR3C1 NR5A1 OCA2 ODAD1 ODAD2 ODAD3 ODAD4 OFD1 OTX2 PADI6 PANX1 PATL2 PDHA2 PGR PLCZ1 PLIN1 PMFBP1 PNLDC1 POF1B POU1F1 PPP2R3C PRLR PROP1 PRY PRY2 PSMC3IP PTPN11 PWAR1 PWRN1 QRICH2 RBMY1A1 REC114 RNF212 RPGR RPL10L RPS4Y2 RSPH1 RSPH3 RSPH4A RSPH9 SEMA3E SEPTIN12 SHOC1 SIM1 SLC26A8 SNORD115-1 SNORD116-1 SNRPN SOHLH1 SOX3 SOX9 SPAG1 SPAG17 SPATA16 SPEF2 SPINK2 SPRY4 SRA1 SRY SSX1 STAG3 STK36 STRC STUB1 SUN5 SYCE1 SYCP2 SYCP3 TDRD9 TEKT3 TERB1 TERB2 TEX11 TEX14 TEX15 TGFB1 TLE6 TRIP13 TSGA10 TSPY1 TTC12 TTC21A TTC29 TUBB8 USP26 USP9Y VAMP7 VCY WDR11 WDR19 WEE2 WT1 WWOX XKRY XRCC2 ZFP36L2 ZFPM2 ZMYND10 ZMYND15 ZP1 ZP2 ZP3 ZPBP ZSWIM7 HP_INFLAMMATION_OF_THE_LARGE_INTESTINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INFLAMMATION_OF_THE_LARGE_INTESTINE ABCB1 ACADVL ARPC1B BACH2 BCL10 CARD11 CARD8 CARMIL2 CASP10 CIITA COG6 CTLA4 CYBC1 DCLRE1B DEF6 DOCK2 ELANE ELF4 F13A1 F13B FAS FASLG FCHO1 FCN3 FERMT1 FH FOXP3 GPIHBP1 GPR35 HLA-B HLA-DRB1 HPS1 IKBKG IL10RA IL10RB IL21 IL37 IL6 INAVA IRGM IVNS1ABP JAK1 LRBA MAP3K7 MASP2 MEFV MST1 MYH11 NCF4 NFKBIA NLRC4 NOD2 OPLAH PI4KA PIGY PIK3CD PIK3CG PLCG2 POLA1 PRF1 PRKCD PSTPIP1 RASGRP1 RBCK1 RET RFX5 RFXANK RFXAP RIPK1 RTEL1 SEMA4D SKIC2 SKIC3 SLC37A4 SLC9A3 STAT1 STX11 STXBP2 SYK TCF4 TGFB1 TNFAIP3 TOM1 TTC7A UNC13D WAS WIPF1 XIAP ZAP70 HP_INFLAMMATORY_ABNORMALITY_OF_THE_EYE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INFLAMMATORY_ABNORMALITY_OF_THE_EYE AARS1 ABCA12 ADAM17 AEBP1 AIRE ALDH3A2 ALOX12B ALOXE3 ANKRD55 AP1B1 AP1S3 APOE ARPC1B ATOH7 BAP1 BCL10 BIRC3 BLM BLNK BRD4 BTD BTK BTNL2 C4A CAPN5 CARS1 CASP10 CCR1 CD19 CD247 CD27 CD79A CD79B CERS3 CLTCL1 COL17A1 COL4A5 COL4A6 COL7A1 CR2 CRLF1 CST6 CTC1 CTLA4 CYBA CYBB CYBC1 CYSLTR2 DDB2 DKC1 DNASE1L3 EGFR EPCAM ERAP1 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ERF FAS FASLG FBN1 FERMT1 FGF10 FGFR2 FGFR3 FOXC2 FOXP1 GATA1 GJA1 GJB2 GJB6 GNA11 GNAQ GNAS GPR35 GSN GTF2E2 GTF2H5 HDAC8 HLA-A HLA-B HLA-DPA1 HLA-DPB1 HLA-DRB1 HLCS IARS2 ICOS IFNGR1 IGHM IGLL1 IGSF3 IKBKG IKZF1 IL10 IL12A IL12A-AS1 IL12B IL23R IL2RA IL2RB IL36RN IL6 IL6ST IRF4 KAT6A KLRC4 LACC1 LBR LRBA LRRC8A MAB21L1 MALT1 MBTPS2 MEFV MIF MLX MMP1 MPLKIP MSMO1 MST1 MTTP NCF1 NCF2 NCF4 NHP2 NIPAL4 NIPBL NLRP1 NLRP3 NOD2 NOP10 NPM1 NTRK1 PARN PAX1 PAX6 PERCC1 PIGN PIK3R1 PLCD1 PLEC PLG PLXND1 PNPLA1 POLH PRKCD PRTN3 PSMB4 PSMB8 PSMB9 PTPN2 PTPN22 RAD21 RAG1 RAG2 RASGRP1 RECQL REV3L RNF113A RNF125 RTEL1 SAMD9 SCN9A SDR9C7 SEMA4D SF3B1 SLC29A3 SLC35C1 SLC39A4 SLC39A7 SMC1A SMC3 SPI1 SREBF1 ST14 STAT4 STUB1 STX11 STX16 SULT2B1 TARS1 TBX4 TCF3 TCF4 TERC TERT TFRC TGM1 TINF2 TKT TLR4 TNFAIP3 TNFRSF13B TNFRSF13C TNFRSF1A TP63 TRAF3IP2 TYMS UBAC2 UROD UROS USB1 VPS33A WAS WIPF1 WRAP53 XPA XPC ZEB1 HP_INFRA_ORBITAL_CREASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INFRA_ORBITAL_CREASE AARS1 DHPS FGFR2 IARS2 LRP2 MDH1 NAA10 PUS7 SOX4 HP_INGUINAL_FRECKLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INGUINAL_FRECKLING KRT5 NF1 POFUT1 POGLUT1 PSENEN SPRED1 HP_INGUINAL_HERNIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INGUINAL_HERNIA ABCD4 ACTA2 ADAMTS2 ADAMTSL2 ADNP AEBP1 AGA ALDH18A1 AMH AMHR2 AP1S2 APC2 AR ARID1A ARID1B ARPC4 ARSB ARVCF ARX ATAD1 ATP1A2 ATP6V0A2 ATP6V1A ATP6V1E1 ATP7A AUTS2 B3GAT3 B3GLCT BAZ1B BCL7B BCR BMPER BRAT1 BRF1 BUB1 BUD23 C1R C1S CBS CC2D2A CCDC22 CDC42 CDKN1C CHD3 CHRNG CHST14 CHST3 CLCN4 CLDN19 CLIP2 COL1A1 COL1A2 COL2A1 COL3A1 COL5A1 COL5A2 COMT COX11 CREBBP CRKL CSNK2A1 CTCF CTNND2 CUL4B CWC27 DDX6 DGCR2 DGCR6 DGCR8 DICER1 DIS3L2 DLK1 DLL3 DNAJB4 DNAJC30 DPH1 DPH2 DPP9 DPYSL5 DSE DVL1 DVL3 DYRK1A EED EFEMP2 EHMT1 EIF4H ELN ELOVL4 ESS2 EZH2 FANCB FARSB FAT4 FBLN5 FBN1 FBXW11 FGD1 FGFR1 FIBP FKBP14 FKBP6 FLI1 FLNA FLNB FOCAD FOXE3 FZD2 G6PC3 GALNS GATA4 GATA6 GDF1 GDF11 GLB1 GLI3 GLRA1 GNB2 GNE GNPAT GNPTAB GNS GP1BB GPC3 GPC4 GPHN GRIN2B GTF2I GTF2IRD1 GTF2IRD2 GUSB GZF1 H19 HES7 HEY2 HIRA HMGA2 HSPG2 IDS IDUA IFT122 IGF2 INPP5E IPO8 IRX5 ISL1 JMJD1C KCNQ1OT1 KDM3B KDM5B KIF7 KMT2C LDHD LFNG LIMK1 LOX LRPPRC LTBP1 LTBP4 MAF MAN2B1 MAPK1 MAPRE2 MAT2A MBTPS1 MBTPS2 MDFIC MED12 MED25 MEG3 MEIS2 MESP2 METTL27 MFAP5 MID1 MLXIPL MTFMT MYH11 MYH3 MYLK NAA10 NALCN NAT8L NCF1 NDUFA8 NEU1 NFIA NIPBL NOTCH1 NOTCH2 NOTCH3 NPHP3 NSD1 NXN OCRL ODC1 OFD1 P3H1 PACS1 PAFAH1B1 PHGDH PIEZO2 PIGL PIGQ PIGS PIGW PIGY PIK3R1 PLAG1 PLD1 PLOD1 PLOD2 POGZ POLR2A PORCN PPP2CA PPP2R1A PRDM5 PRKG1 PTDSS1 PUF60 PYCR1 RAB3GAP2 RFC2 RIC1 RIPK4 RIPPLY2 RNF13 ROR2 RPGRIP1L RPL10 RPS6KA3 RREB1 RTL1 SATB2 SEC24C SEC31A SEMA5A SERPINH1 SET SETBP1 SETD2 SGSH SH3PXD2B SHOC2 SHPK SIN3A SKI SKIC2 SKIC3 SLC10A7 SLC26A2 SLC2A10 SLC37A4 SLC5A6 SMAD2 SMAD3 SMAD4 SMARCA2 SMARCB1 SMARCC2 SMCHD1 SRCAP STRA6 STX1A SUZ12 TASP1 TBL2 TBX1 TBX3 TGDS TGFB2 TGFB3 TGFBR1 TGFBR2 THSD4 TMCO1 TMEM107 TMEM270 TMEM67 TMEM70 TNRC6B TOR1A TP63 TRPV6 TRRAP TTC26 TUBB TXNL4A UBA1 UFD1 VPS35L VPS37D WASHC5 WDR19 WDR35 WNT5A XRCC4 YWHAE ZEB1 HP_INHERITANCE_QUALIFIER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INHERITANCE_QUALIFIER ABL1 ACTN4 ACVR1B ADA AIP AKT1 ANO3 APC AR ARHGAP26 ARMC5 ASCC1 ASPSCR1 ASXL1 ATL1 ATM ATN1 ATP11A ATP1A2 ATP1A3 ATXN1 ATXN10 ATXN2 ATXN3 ATXN7 AURKA AXIN1 AXIN2 BARD1 BAX BCL10 BCR BMPR2 BRAF BRCA1 BRCA2 BRIP1 BUB1 BUB1B C1GALT1C1 CACNA1A CACNA1S CACNB4 CALR CASP10 CASP8 CAV1 CBL CCND1 CDC73 CDH1 CDH23 CEBPA CFC1 CHD8 CHEK2 CHIC2 CHRNA2 CHRNA4 CHRNA7 CILK1 CLCN2 COL4A1 COL4A2 CPOX CREB1 CRELD1 CTHRC1 CTLA4 CTNNB1 CYP2A6 DCC DCHS1 DCX DDX41 DEPDC5 DICER1 DLC1 DLST DLX5 DNMT3A DSTYK DZIP1 EGFR EIF2AK1 ELOVL4 ELP1 EP300 EPHB4 ERBB2 ERBB3 ERCC6 ESR1 ETV6 EWSR1 EXT1 EYA1 FASLG FGF23 FGFR1 FGFR2 FGFR3 FH FIGLA FLCN FLT3 FMR1 FOXE3 FOXO1 GABRB3 GABRG2 GATA2 GATA5 GJA5 GJA8 GJB1 GJC2 GLI2 GNAI2 GNAS GNB1 GNB2 GPC3 GPC4 GPR161 GREB1L GRIN2A GUCY2D H19 HCN1 HDAC4 HMMR HNRNPDL HRAS IDH1 IFIH1 IGF2 IGF2R IKZF1 IL1B IL1RN IL6 IL6ST INAVA IRF1 JAG1 JAK2 KANK1 KANSL1 KIF11 KIF1B KIF5A KIT KLF13 KLF6 KMT2B KMT2C KRAS KRIT1 LHCGR LIG4 LPP LRP5 LRRK2 LRSAM1 LZTR1 LZTS1 MAD1L1 MAP3K8 MAPK1 MCC MET MFN2 MINPP1 MKRN3 MLH3 MLLT10 MN1 MNX1 MPL MSH3 MSH6 MSR1 MT-ATP6 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MTOR MUTYH MXI1 MYC MYD88 NBN NEK9 NF1 NF2 NLRP12 NPM1 NPRL2 NPRL3 NQO2 NR4A3 NR5A1 NRAS NRIP1 NRL NUMA1 NUP214 OPA1 OPCML OTULIN PARN PAX2 PAX3 PAX6 PAX7 PDGFB PDGFRA PDGFRL PHB1 PICALM PIGA PIGT PIK3CA PIK3R2 PITX1 PKD2 PLA2G2A PLAG1 POF1B POLR2A POT1 POU6F2 PPM1D PPP2R1B PRCC PRKCG PRKN PROK2 PROKR2 PRPF31 PRPF8 PRRT2 PTCH1 PTCH2 PTEN PTPN11 PTPN12 PTPRJ PUM1 RAD51 RAD54B RAD54L RANBP2 RARA RB1 RB1CC1 RBM12 RELN RHOA RNF6 RORB RPS14 RPS29 RTEL1 RUNX1 SCN1B SCN4A SDHB SEMA6B SF3B1 SGCE SH2B3 SH3GL1 SHH SIX1 SIX3 SLC12A5 SLC22A18 SLC2A1 SLC35A2 SMAD4 SMAD6 SMAD9 SMARCB1 SMARCC1 SMARCE1 SMO SPAST SRC SRD5A2 SRGAP1 SSX2 STAT1 STK11 SUFU TAF15 TAL1 TAL2 TBK1 TENM4 TERC TERT TET2 TFE3 TGFBR2 THAP1 TICAM1 TLR2 TLR3 TM4SF20 TMEM151A TOR1A TP53 TRPV4 TSC1 TSC2 TTN UBA1 UCHL1 USP48 VMA21 VWF WNT10B WT1 WWOX XRCC3 ZBTB7A ZFHX3 HP_INSIDIOUS_ONSET https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INSIDIOUS_ONSET ADH1C ATL1 ATXN2 ATXN8OS CACNA1A EIF4G1 GBA1 GLUD2 MAPT MPZ MT-TT NIPA1 NR4A2 OPA1 PMP22 SNCA SNCAIP SPAST TBP WASHC5 HP_INSISTENCE_ON_SAMENESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INSISTENCE_ON_SAMENESS FOXP1 GLRA2 MECP2 NLGN3 NLGN4X SNRPN HP_INSOMNIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INSOMNIA ABCB11 ABCB4 ATP7B ATP8B1 BAZ1B BCL7B BUD23 CLCNKB CLIP2 CPOX CRY1 DCTN1 DNAJC30 DNAJC6 EIF4H ELN FARS2 FKBP6 GALNT2 GNS GTF2I GTF2IRD1 GTF2IRD2 HCRT HEXB HLA-DQB1 HLA-DRB1 HMBS HTRA2 HTT KAT6A KMT5B LIMK1 LRRK2 MEN1 METTL27 MLXIPL NAGS NCF1 NOL3 NR1H4 PARK7 PDE2A PINK1 PODXL PRKN PRNP PRR12 RFC2 SATB1 SLC12A3 SLC25A13 SLC2A3 SNCA STUB1 STX1A SYNJ1 TBL2 TMEM270 TUBB3 UCHL1 VPS13C VPS37D YY1 ZNF365 HP_INSPIRATORY_STRIDOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INSPIRATORY_STRIDOR AGTPBP1 D2HGDH EXOSC3 EXOSC8 EXOSC9 IGHMBP2 KIF22 MIR140 NFASC PLP1 SCN4A SCO2 SERPING1 SLC25A46 SLC52A3 VRK1 HP_INSULINOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INSULINOMA CDKN1A CDKN1B CDKN2B CDKN2C MAFA MEN1 HP_INSULIN_RESISTANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INSULIN_RESISTANCE ABCC8 ADCY3 AGPAT2 AKT2 ALMS1 APPL1 ARL6 BBS1 BLK BLM BSCL2 CAV1 CAVIN1 CCDC28B CEL CEP19 CIDEC CLCNKB CNOT1 CYP19A1 DBH DCAF17 EIF2AK3 ENPP1 ERCC6 FOS GATA6 GCK GPD2 GRB10 HMGA1 HNF1A HNF1B HNF4A HSD11B1 HYMAI IGF1 IGF2BP2 IGFALS IL6 INS INSR IRF4 IRS1 IRS2 KCNJ11 KLF11 LEMD2 LEP LEPR LIPC LIPE LMNA LMNB2 MAPK8IP1 MFN2 MICU1 MTNR1B NEUROD1 NSMCE2 PAX4 PDX1 PIK3R1 PLAGL1 PLIN1 PMM2 POLD1 PPARG PPP1R3A PTF1A PTPN1 RETN SLC12A3 SLC2A2 SLC30A8 SLC5A2 STAT3 TCF7L2 WFS1 WRN XRCC4 ZFP57 ZMPSTE24 HP_INSULIN_RESISTANT_DIABETES_MELLITUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INSULIN_RESISTANT_DIABETES_MELLITUS ABCC8 AGPAT2 AKT2 ALMS1 APPL1 BLK BSCL2 CEL CIDEC CNOT1 DCAF17 EIF2AK3 GATA6 GCK HNF1A HNF4A HYMAI INS INSR KCNJ11 KLF11 LEP LEPR LIPE LMNA MICU1 NEUROD1 NSMCE2 PAX4 PDX1 PIK3R1 PLAGL1 PLIN1 PPARG PTF1A STAT3 XRCC4 ZFP57 ZMPSTE24 HP_INTELLECTUAL_DISABILITY_BORDERLINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INTELLECTUAL_DISABILITY_BORDERLINE AASS ALOX12B ALOXE3 CLDN11 CPLX1 ENTPD1 GABRG2 GRIN2A IFT172 KCNMA1 MAGEL2 NDN NRAS NUDT2 OCA2 POMK SCN3A SCN8A SNRPN SRPX2 TBC1D24 TONSL TRAPPC11 TRIO YY1AP1 HP_INTELLECTUAL_DISABILITY_MILD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INTELLECTUAL_DISABILITY_MILD AASS ABCA2 ABCC9 ACAT1 ACOX2 ACP5 ACTB ACVR1 ADAMTS10 ADAR AFG3L2 AGL AKT1 ALAD ALG1 ALX4 AMER1 AMFR ANK3 ANO10 AP1S2 AP3B1 AP5Z1 APC APC2 ARID1B ARPC4 ARVCF ARX ATL1 ATP13A2 ATP2A2 ATP6AP1 ATP9A B4GALNT1 BBS10 BCOR BIN1 BLM BMPR1A BPTF BRAF BRF1 BRWD3 BSCL2 C12orf57 CA8 CABP4 CAMTA1 CARS1 CDH11 CDK6 CDKL5 CENPJ CEP57 CHRNA2 CHRNA4 CHRNA7 CHRNB2 CLCN4 COG1 COG5 COMT CPLX1 CRBN CRH CSTB CTDP1 CTNNB1 CUL3 CWF19L1 DAG1 DARS1 DCAF17 DCC DCDC2 DEPDC5 DLAT DLK1 DMD DNAJC12 DNAJC19 DNAJC21 DNAJC3 DNAL4 DNMT3A DONSON DPYD DSTYK DYM DYRK1A EDC3 EIF2B4 EMC10 EP300 ERCC4 ERCC6 ERCC8 ERMARD EXOSC2 EXT2 EYA1 EZH2 FAT4 FBN1 FGD1 FGF14 FGFR2 FIBP FKRP FLCN FLNA FMR1 FOXP1 FREM1 FZD4 GABBR2 GALT GATA4 GBA2 GDI1 GLB1 GLI3 GLIS3 GLRA2 GMPPB GNE GNPTG GORAB GP1BB GPAA1 GPSM2 GRIA3 GRIK2 GRIN1 GTPBP3 H19 HCN4 HDAC6 HEATR3 HEPACAM HINT1 HIRA HMGA2 HMGCL HPD HPRT1 HSD17B4 IFT140 IGF1 IGF2 INPP5E ITPR1 JAG1 JAG2 JMJD1C KANSL1 KCNC3 KCNJ8 KCNQ1OT1 KCNT1 KDM6A KIF11 KIF1C KLF13 KMT2B KMT2D L1CAM LEMD3 LRP5 LTBP2 MAGEL2 MAN1B1 MAN2B1 MAP3K7 MARS1 MARS2 MASP1 MCM3AP MECOM MECP2 MED12 MEG3 METTL23 MGP MIA3 MID1 MLC1 MSMO1 MSTO1 MT-ATP6 MT-TL1 MT-TL2 MT-TN MT-TS1 MTHFD1 MTRFR MTSS2 MYCN NAGA NARS2 NDN NDP NF1 NFE2L2 NFIX NGF NKX2-1 NLGN4X NONO NR4A2 NSD1 NSDHL NTN1 NTNG1 NTRK1 NUP54 NUP62 OCA2 ORC1 PAFAH1B1 PCDH19 PCNA PDSS1 PEX10 PEX11B PGAP1 PGAP2 PHF8 PIEZO2 PIK3CA PITRM1 PLP1 PNPLA2 PNPLA6 POGZ POLA1 POLR3A POLR3B POMGNT1 POMK POMT1 POMT2 POU3F4 POU4F1 PQBP1 PRMT7 PRPS1 PRRT2 PSMB8 PSMD12 PTEN PTPN11 PYCR1 RAB39B RAB3GAP2 RAD51 RAF1 RAI1 RARS1 RBPJ RCBTB1 RECQL4 RNF135 RNU4ATAC RPS6KA3 RREB1 RSPRY1 RTL1 RTN4IP1 RUBCN RYR1 SARDH SBDS SCN8A SCYL1 SDCCAG8 SEC24C SELENOI SETBP1 SETD1B SETD2 SFXN4 SH2B1 SHH SIN3A SIN3B SKIC2 SKIC3 SLC12A6 SLC16A2 SLC18A2 SLC25A24 SLC25A36 SLC25A4 SLC29A3 SLC2A1 SLC35A3 SMC1A SMS SNRPN SOX11 SOX3 SPART SPEG SPG11 SPRED2 SPTBN2 SRCAP SRP54 SRPX2 SRY STAC3 SUFU SYN1 TAC3 TAF13 TBC1D24 TBC1D2B TBC1D7 TBX1 TCF20 TFAP2A TFAP2B TH THG1L THOC2 TIMM8A TKT TMEM63C TRIM37 TRIO TSPAN12 TSPOAP1 TTC19 TTN UBE3A UFD1 UPF3B VPS13D VPS16 VRK1 WAC WDFY3 WDR11 WDR48 YY1 ZC4H2 ZFR ZMYM2 ZMYND11 ZNF341 ZNF408 ZNF462 HP_INTELLECTUAL_DISABILITY_MODERATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INTELLECTUAL_DISABILITY_MODERATE ADCY5 AGO1 AKT1 ALDH18A1 ALX4 ANK3 ANKRD11 AP1S2 APC APC2 ARID1A ARID1B ARID2 ARX ASXL3 CACNG2 CAMKMT CASK CC2D2A CCNK CDH11 CDK5RAP2 CENPJ CHRNA7 CLCN4 CNTNAP2 COG1 COG5 COL1A2 COQ4 COQ8A CPLX1 CUL4B CWC27 CWF19L1 DCHS1 DMXL2 DNMT3A DPAGT1 DPF2 EBP EGF ENTPD1 EXT2 FAT4 FBLN1 FGFR2 FGFR3 FMR1 FOXP1 FTSJ1 FZR1 GLUD1 GRIA3 GRIN1 GRIN2A GTF2E2 HMGCL HNRNPK HPRT1 HYCC1 IL1RAPL1 INPP5E KANSL1 KDM5B KIF5A KLF13 L1CAM LAMA1 MAB21L2 MAGEL2 MAN1B1 MECP2 MED12 MED13L MED25 MT-TE NCAPD2 NCAPH NDN NDUFAF1 NDUFAF5 NFIX NHS NSD1 NSUN2 OCA2 OPHN1 PAX1 PCDH19 PDE2A PGAP1 PGAP2 PGAP3 PGM3 PIGL PIGO PIGV PIGW PIGY PLP1 POLR3A POLR3B PPM1B PPP2R5D PREPL PRMT7 PRPS1 PSPH PTDSS1 PTRH2 PUF60 RBMX RDH11 RNU4ATAC RPGRIP1L RSPRY1 RTTN SARS1 SATB2 SCN1A SETBP1 SETD2 SHANK3 SHMT2 SLC16A2 SLC35A3 SLC3A1 SLC45A1 SLC9A7 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMOC1 SNRPN SOX11 SOX4 SPATA5 SRCAP STAG2 SYNGAP1 TAF1 TBC1D24 TBCD TCF4 TDO2 TGM6 THOC2 TMEM67 TMEM70 TOR1A TTI2 TWIST1 UBE2A UROC1 USP9X VPS16 WARS2 WDFY3 WDR62 XYLT1 YY1 ZBTB11 ZNF711 HP_INTELLECTUAL_DISABILITY_PROFOUND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INTELLECTUAL_DISABILITY_PROFOUND ADAM22 ADAR AIMP2 AP1S2 ARV1 ASXL1 ASXL3 ATIC ATP6V0A2 ATP6V1A ATP6V1E1 BUB1B CACNA2D1 CCDC88A CDKL5 CLIC2 CNPY3 CRPPA DIAPH1 DMXL2 DPH5 DPM3 DPYD ELOVL4 EMC1 ERCC6 EXOSC5 FAR1 FGF12 FGFR3 FH FKRP FKTN GAD1 GRIN1 GUF1 HSPD1 IDS IER3IP1 IFIH1 KCNJ6 LARGE1 LONP1 LSM11 MECP2 MED23 NACC1 NAPB NDE1 NGLY1 NSF NUP133 OCLN OFD1 P4HTM PAFAH1B1 PCDH12 PCDH19 PDHA1 PIGG PIGP PIGU PIK3R2 POMGNT1 POMT1 POMT2 PRPS1 PRUNE1 PUS3 RAB18 RNASEH2A RNASEH2B RNASEH2C RNF113A RNF13 RNU7-1 SAMHD1 SCN1A SCN8A SEPSECS SETBP1 SETD1B SLC16A2 SLC1A2 SLC39A8 SLC9A6 SMS SPTAN1 ST3GAL3 STRA6 STXBP1 SYNJ1 TBC1D20 TBC1D2B TBCD TRAPPC4 TREX1 UBTF UGP2 UNC80 VARS1 VPS53 WARS2 WASHC4 WDR45B ZNHIT3 HP_INTELLECTUAL_DISABILITY_PROGRESSIVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INTELLECTUAL_DISABILITY_PROGRESSIVE ACOX1 AIFM1 AP4M1 ARX ATRX B3GLCT CTSD DDB2 DMPK ERCC2 ERCC3 ERCC4 ERCC5 GCH1 KAT6B KCNH1 L2HGDH MECP2 MTRR NDE1 NDP NKX2-5 PEX1 PTS RAB3GAP2 SLC16A2 SLC35C1 SLC9A6 SNAP29 SNRPN SUCLA2 TCF4 TK2 TONSL TSHB UBE3A WDR81 XPA XPC HP_INTELLECTUAL_DISABILITY_SEVERE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INTELLECTUAL_DISABILITY_SEVERE ABCC8 ACAT1 ACER3 ACO2 ACOX1 ACSL4 ACTL6B ADCY5 ADGRG1 AHSG AKT3 ALG13 ALG14 ALG2 AMMECR1 AMT ANKLE2 AP1S2 AP4B1 AP4E1 AP4M1 AP4S1 APC2 ARFGEF2 ARG1 ARHGEF9 ARID1A ARID1B ARID2 ARX ASPM ASXL1 ASXL3 ATIC ATP9A ATRX BCAP31 BCAS3 BCORL1 BRD4 BRF1 C2CD3 CA2 CACNA1D CAMK2A CAMK2G CC2D1A CCND2 CCNK CDC40 CDK5RAP2 CDK6 CENPE CENPJ CEP135 CEP152 CEP63 CEP85L CHRNA7 CIT CLCN4 CNTNAP2 COG5 COLGALT1 COPB1 COPB2 CPLX1 CRBN CTBP1 CTNNA2 CTNND2 CTSD CUL3 CUL4B CYB5A CYB5R3 DAG1 DCHS1 DLAT DMPK DNMT3A DPAGT1 DPF2 DPYSL5 DYM DYNC1I2 DYRK1A EEF1A2 EHMT1 EIF2S3 EML1 EPB41L1 ERLIN2 EXT2 FAT4 FCSK FGF13 FGFR3 FGFRL1 FKRP FKTN FOXE1 FOXG1 FOXP1 FRMD4A FRRS1L FTCD FUCA1 FZR1 GABBR2 GABRA5 GALNT2 GAMT GATAD2B GCK GDI1 GLI3 GMPPB GNAO1 GNB5 GOT2 GRIA1 GRIA3 GRIN1 GRIN2A HDAC8 HERC1 HMGCL HNMT HNRNPH1 HNRNPK HNRNPU HPD HSD17B10 HTT INPP5E INS IQSEC1 IQSEC2 KANSL1 KAT5 KAT6A KAT6B KCNC2 KCNE5 KCNH1 KCNJ11 KCNJ6 KDM5C KIF14 KIF1A KIF5C KIF7 KLF13 KMT2B KNL1 L1CAM L2HGDH LARGE1 LARP7 LETM1 LINGO1 LMAN2L LMX1B MACF1 MAN1B1 MBD5 MBTPS2 MCM7 MCPH1 MECP2 MEF2C METTL5 MFSD2A MGAT2 MPDU1 MT-ATP6 MTOR NACC1 NAGA NALCN NANS NCAPD3 NDE1 NELFA NEU1 NFIX NIN NIPBL NKX2-1 NKX2-5 NRXN1 NSD1 NSD2 NTRK2 NUP37 OCA2 OFD1 OPHN1 OTUD6B PAFAH1B1 PAH PAK1 PAK3 PAX8 PCDH19 PCNA PDHX PDX1 PEX1 PEX5 PEX7 PGAP1 PGAP2 PGAP3 PHC1 PHF6 PHYH PIGF PIGG PIGL PIGO PIGT PIGU PIGV PIGW PIGY PIK3CA PLEKHG2 PLP1 PNKP POGZ POMGNT1 POMT1 POMT2 PPIL1 PPP1R15B PPP2R1A PPP2R5D PQBP1 PRMT7 PRSS12 PRUNE1 PSMB1 PSMC1 PTEN PURA PUS3 PYCR2 RAB18 RAB3GAP1 RAB3GAP2 RAB5IF RAC3 RAD21 RFT1 RNF2 ROGDI RPL10 RTTN SARS1 SASS6 SATB1 SATB2 SCN1A SCN2A SCN8A SEMA5A SEMA6B SETBP1 SETD2 SHMT2 SHROOM4 SIN3A SLC12A2 SLC13A5 SLC16A2 SLC1A2 SLC25A15 SLC26A4 SLC35A2 SLC35A3 SLC35C1 SLC6A17 SLC9A6 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMOC1 SNAP29 SNRPN SNX14 SOBP SON SOX11 SOX4 SPATA5 SPTAN1 SPTBN4 SRD5A3 STAG1 STAT3 STIL STXBP1 SUCLG1 SUOX SYNGAP1 TAF13 TBC1D20 TBC1D23 TBR1 TCF4 TELO2 TFE3 THOC2 THOC6 TIMM50 TMEM107 TMEM163 TMEM231 TMEM237 TMX2 TOR1A TPR TRAPPC10 TRAPPC14 TRAPPC6B TRAPPC9 TRIM8 TRMT10A TSHB TSHR TTI2 TUBA1A TUSC3 UBA5 UBE2A UBE3A UBE3B UBE3C UBE4A UBTF UNC80 UQCRQ VPS4A WARS1 WASF1 WDR11 WDR62 WDR81 WIPI2 YY1 ZBTB18 ZEB2 ZNF407 ZNHIT3 HP_INTERCOSTAL_MUSCLE_WEAKNESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INTERCOSTAL_MUSCLE_WEAKNESS ACTA1 HACD1 ITGA7 LAMA2 MAP3K20 MYL2 SELENON TPM2 TPM3 TRPV4 VRK1 HP_INTERHEMISPHERIC_CYST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INTERHEMISPHERIC_CYST CDH2 DCC L1CAM LMNB2 MAN2C1 PLCH1 RNU4ATAC HP_INTERICTAL_EEG_ABNORMALITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INTERICTAL_EEG_ABNORMALITY AARS1 AASS ABAT ABCC8 ACTL6B ADARB1 ADGRG1 ADGRV1 ADK AGRN AIMP2 AKT3 ALDH4A1 ALDH7A1 ALG1 ALG11 ALG13 ALG14 ALG2 ALG3 AMT AP2M1 AP3B2 APC2 ARFGEF1 ARFGEF2 ARHGEF9 ARV1 ARX ASNS ASPA ATAD1 ATN1 ATP1A2 ATP1A3 ATP6V0A1 ATP6V1A ATP7A ATXN10 BRAT1 C1QBP CABP4 CACNA1A CACNA1B CACNA1E CACNA1G CACNA1H CACNA2D1 CACNB4 CAMK2A CAMSAP1 CARS2 CASK CCDC88A CDK19 CDK5 CDKL5 CELF2 CHAT CHD2 CHRNA2 CHRNA4 CHRNB2 CILK1 CLCN2 CLCN4 CLN5 CLN8 CLTC CLTCL1 CNKSR2 CNPY3 CNTN2 CNTNAP2 COL13A1 COX4I1 CPA6 CPLX1 CRH CSTB CTNNA2 CUL3 CUX2 CYFIP2 D2HGDH DAG1 DALRD3 DCX DEPDC5 DHDDS DMXL2 DNM1 DNM2 DOCK7 DOLK DPAGT1 DPM2 DPYD EEF1A2 EFHC1 EPM2A ERMARD EXOC8 FBXO28 FGF12 FGF13 FRRS1L FZR1 GABBR2 GABRA1 GABRA2 GABRA5 GABRB1 GABRB2 GABRB3 GABRD GABRG2 GAD1 GFM2 GLS GLUD1 GLYCTK GNAO1 GNB1 GNB5 GOLGA2 GOSR2 GRIA1 GRIA3 GRIN1 GRIN2A GRIN2B GRIN2D GRM7 GRN GUF1 HCFC1 HCN1 HIBCH HID1 HMGCL IARS2 IER3IP1 IQSEC2 JRK KANSL1 KCNA1 KCNA2 KCNB1 KCNC1 KCNC2 KCNJ11 KCNMA1 KCNQ2 KCNQ3 KCNT1 KCNT2 KCTD7 KIF1A LGI1 LONP1 LRPPRC MAP1B MAPK10 MDH1 MECP2 MED13L MED17 MFF MGAT2 MOGS MPDU1 MT-TL1 MTOR MYD88 MYO9A NACC1 NARS2 NAXD NBEA NDUFAF8 NECAP1 NEDD4L NEUROD2 NEXMIF NF1 NHLRC1 NPRL2 NPRL3 NSF NSRP1 NTRK2 NUS1 OGDHL P4HTM PACS2 PAFAH1B1 PARS2 PCDH12 PCDH19 PDE2A PDHA1 PGAP2 PGAP3 PHACTR1 PHGDH PI4KA PIDD1 PIGA PIGG PIGL PIGO PIGP PIGQ PIGS PIGT PIGV PIGW PIGY PIK3CA PLAA PLCB1 PLPBP PNKP PNPO POLG PPFIBP1 PPP3CA PRICKLE1 PRKAG2 PRPS1 PRRT2 PSAT1 PTPN23 PTS RELN RNF13 ROGDI RPL10 RUSC2 SAMD12 SATB1 SCARB2 SCN1A SCN1B SCN2A SCN3A SCN8A SCN9A SETBP1 SETD1B SIK1 SLC12A5 SLC12A6 SLC13A5 SLC18A3 SLC1A2 SLC1A4 SLC25A1 SLC25A10 SLC25A22 SLC25A46 SLC2A1 SLC32A1 SLC35A2 SLC38A3 SLC39A8 SLC5A7 SLC6A1 SLC9A6 SMC1A SNAP25 SPATA5 SPTAN1 SPTBN1 SRPX2 ST3GAL3 ST3GAL5 STARD7 STRADA STX1B STXBP1 SUOX SYNGAP1 SYNJ1 SYT1 SYT2 SZT2 TBC1D24 TBC1D2B TBCK TBL1XR1 TFE3 TGFB1 TIMM50 TRAK1 TRAPPC12 TRIM8 TRPM3 TUBB2A TUBGCP2 UBA5 UBE3A UFC1 UGDH UPB1 VAMP1 VARS1 VARS2 WDR45 WWOX YEATS2 YME1L1 YWHAG ZNF148 ZNF526 ZNHIT3 HP_INTERMEDIATE_YOUNG_ADULT_ONSET https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INTERMEDIATE_YOUNG_ADULT_ONSET ATP6AP2 ATP7B C14orf39 CACNB4 CHRNA1 ENG FIG4 GATA2 GRN JAK2 KCNJ11 RNASEH1 SLC12A5 SLC22A12 SOST SYNJ1 TP53 YARS1 HP_INTERMITTENT_CLAUDICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INTERMITTENT_CLAUDICATION ABCC6 AGXT JAK2 MPL NT5E TET2 XYLT1 XYLT2 HP_INTERMITTENT_DIARRHEA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INTERMITTENT_DIARRHEA ACSF3 ATP6V0A1 ATRX BRCA1 BRCA2 CDKN2A COG4 DAXX DOCK2 G6PC1 GATA6 KRAS PALB2 PALLD POLG RABL3 SMAD4 TLK2 TP53 TYMP UBE3C ZNFX1 HP_INTERMITTENT_EPISODES_OF_RESPIRATORY_INSUFFICIENCY_DUE_TO_MUSCLE_WEAKNESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INTERMITTENT_EPISODES_OF_RESPIRATORY_INSUFFICIENCY_DUE_TO_MUSCLE_WEAKNESS AGRN CHAT CHRNA1 COL13A1 MYH7 MYO9A SELENON SLC18A3 SLC25A1 SLC5A7 SNAP25 SYT2 TTN VAMP1 HP_INTERMITTENT_HYPERVENTILATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INTERMITTENT_HYPERVENTILATION CASK CNTNAP2 FBP1 MECP2 TCF4 HP_INTERMITTENT_JAUNDICE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INTERMITTENT_JAUNDICE ABCB11 ATP8B1 KCNN4 PIEZO1 RHAG SLC4A1 SLCO1B1 SLCO1B3 SPTB HP_INTERMITTENT_THROMBOCYTOPENIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INTERMITTENT_THROMBOCYTOPENIA G6PC3 GP1BA TFRC WAS WDR1 HP_INTERNALLY_NUCLEATED_SKELETAL_MUSCLE_FIBERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INTERNALLY_NUCLEATED_SKELETAL_MUSCLE_FIBERS ACTN2 ANO5 LAMA2 NOTCH2NLC RYR1 SQSTM1 TTN HP_INTEROSSEUS_MUSCLE_ATROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INTEROSSEUS_MUSCLE_ATROPHY BSCL2 GARS1 REEP1 SLC5A6 TOR1AIP1 HP_INTERPHALANGEAL_JOINT_EROSIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INTERPHALANGEAL_JOINT_EROSIONS CD244 CIITA IL10 MMP2 NFKBIL1 PTPN22 SLC22A4 HP_INTERRUPTED_AORTIC_ARCH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INTERRUPTED_AORTIC_ARCH CHD7 DGCR2 DGCR6 DGCR8 DIS3L2 ESS2 FGFR1 FOXF1 GATA6 KRAS MMP21 MYCN MYRF NKX2-6 PLXND1 SEMA3E SMG9 SUCLG1 TBX1 TMEM260 HP_INTERRUPTED_INFERIOR_VENA_CAVA_WITH_AZYGOUS_CONTINUATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INTERRUPTED_INFERIOR_VENA_CAVA_WITH_AZYGOUS_CONTINUATION ACVR2B DNAH9 KDM3B MMP21 SMOC1 HP_INTERSTITIAL_CARDIAC_FIBROSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INTERSTITIAL_CARDIAC_FIBROSIS ACTC1 DOLK FLNC KIF20A LMNA MYH7 MYPN RPL3L TNNI3 TNNT2 HP_INTERSTITIAL_PNEUMONITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INTERSTITIAL_PNEUMONITIS ABCA3 DOCK2 FOXP3 HCK HLA-DPB1 IL2RB PLCG2 RAG1 SFTPA1 SFTPB SFTPC STAT3 STAT5B TERC TERT TINF2 HP_INTERVERTEBRAL_DISC_DEGENERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INTERVERTEBRAL_DISC_DEGENERATION HGD LMNA MATN3 SMAD2 SMAD3 TBX1 HP_INTERVERTEBRAL_SPACE_NARROWING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INTERVERTEBRAL_SPACE_NARROWING BPNT2 CHST3 COL2A1 FN1 LTBP3 MT-ATP8 MT-TL1 RRM2B TRAPPC2 HP_INTESTINAL_ATRESIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INTESTINAL_ATRESIA AP1S1 BUB1 BUB1B BUB3 CAMK2A CDON CENPF CEP57 CFAP45 CHD7 CHRM3 CLMP COX7B DIS3L2 DISP1 DLL1 DYRK1A FANCB FANCF FBN2 FGF8 FGFR1 FLI1 FOXF1 FOXH1 FREM2 GAS1 GLI2 GMPPB HCCS ITGA6 ITGB4 KDM3B MIR17HG MYCN MYH11 NDUFB11 NODAL PI4KA PIGN PORCN PPP1R12A PTCH1 RAD51C RERE RFWD3 RFX6 RTTN SALL1 SHH SIN3A SIX3 SLC25A12 SON SPINK5 STAG2 SUFU TCTN3 TDGF1 TGIF1 TRIP13 TTC7A WBP11 ZIC2 ZIC3 ZNF699 HP_INTESTINAL_BLEEDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INTESTINAL_BLEEDING APC BMPR1A CTC1 PTEN STK11 TEK HP_INTESTINAL_CARCINOID https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INTESTINAL_CARCINOID CDKN1A CDKN1B CDKN2B CDKN2C MEN1 SDHD HP_INTESTINAL_FISTULA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INTESTINAL_FISTULA B3GLCT CCNQ CD3G CDK8 DACT1 DDB1 DOCK2 ELF4 FREM1 IL10RB JAK3 KDM6A KIF7 KMT2D LONP1 MID1 MKKS MNX1 NCF4 PI4KA PIGN PKP1 POLR1B POLR1C POLR1D RECQL4 RNU12 SALL1 SALL4 SPINT2 SYK TCOF1 TCTN3 TGFB1 UBR1 HP_INTESTINAL_HYPOPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INTESTINAL_HYPOPLASIA ACTG2 AP1S1 CLMP DOK7 FLNA GATA6 GUCY2C KIF21A LMNA LMOD1 MUSK MYH11 MYLK MYOD1 NUP88 RAPSN SLC18A3 SOX10 TUBA1A ZMPSTE24 HP_INTESTINAL_MALROTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INTESTINAL_MALROTATION ABL1 ACTA2 ACTG2 ALG12 AMER1 ARID1B ARVCF ASXL1 ASXL3 BCOR BRD4 CAMK2A CCDC103 CCDC22 CCDC39 CCDC40 CCDC65 CCNO CENPF CFAP221 CFAP298 CFAP300 CFAP45 CFAP74 CFC1 CHRM3 CHST14 CLMP COMT CPLX1 CREBBP CTBP1 DHCR24 DHCR7 DHODH DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAL1 DPYSL5 DRC1 DSE DYNC2H1 EP300 ERBB3 EXT2 EYA1 FARSB FBN2 FGFR2 FGFRL1 FLI1 FLNA FLNB FOXF1 FOXJ1 FREM2 GAS2L2 GAS8 GATA6 GP1BB GPC3 GPC4 HDAC8 HIRA HMGA2 HNRNPU HYDIN IFT43 IPO8 ISL1 JMJD1C KAT6A KAT6B KDM6A KMT2D LEMD3 LETM1 LMOD1 LONP1 LRP2 LRRC56 MCIDAS MED12 MKS1 MMP21 MYH11 MYLK MYRF NEK1 NEK10 NIPBL NME5 NME8 NODAL NOTCH2 NPHP3 NSD2 ODAD1 ODAD2 ODAD3 ODAD4 OFD1 PI4KA PIGN PORCN RAD21 RARB RFX6 ROBO1 RPGR RREB1 RSPH1 RSPH3 RSPH4A RSPH9 SALL4 SEC24C SETD5 SIX1 SLC12A2 SMAD2 SMC1A SMC3 SMO SPAG1 SPEF2 SPINT2 STK36 TBX1 TFAP2A TMEM216 TMEM94 TP63 TTC12 TTC7A UBE3B UFD1 VPS35L WASHC5 WNT4 ZFPM2 ZMYND10 ZPR1 HP_INTESTINAL_PERFORATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INTESTINAL_PERFORATION B2M C1R GATA6 POLG TYMP HP_INTESTINAL_POLYP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INTESTINAL_POLYP ABCD1 ACVRL1 AKT1 APC ATP7A AXIN2 BMPR1A BUB1 BUB1B BUB3 CDKN2A CEP57 CHEK2 CTNNB1 DICER1 ECE1 EDN3 EDNRB ENG EPCAM ERBB2 ERBB3 FAN1 FLCN GDF2 GDNF GNAS GREM1 HEPACAM KEAP1 KLLN KRAS MBD4 MDM2 MLH1 MLH3 MSH2 MSH3 MSH6 MTOR MUTYH NRTN NTHL1 PDGFRA PIK3CA PMS1 PMS2 POLD1 POLE PTCH1 PTEN RET RNF43 SDHB SDHC SDHD SEC23B SEMA3C SEMA3D SMAD4 SMO SREBF1 STK11 TGFBR2 TP53 TRIP13 USF3 HP_INTESTINAL_PSEUDO_OBSTRUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INTESTINAL_PSEUDO_OBSTRUCTION ACTG2 BRCA1 BRCA2 CDKN2A ERBB3 FLNA HNRNPK IDS KRAS LIG3 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW MYH11 PALB2 PALLD POLG RABL3 RAD21 SGO1 SMAD4 SMO TP53 TWNK TYMP HP_INTRAALVEOLAR_PHOSPHOLIPID_ACCUMULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INTRAALVEOLAR_PHOSPHOLIPID_ACCUMULATION ABCA3 CSF2RA CSF2RB HLA-DRB1 MARS1 OAS1 SFTPB SFTPC SLC7A7 HP_INTRACEREBRAL_PERIVENTRICULAR_CALCIFICATIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INTRACEREBRAL_PERIVENTRICULAR_CALCIFICATIONS CPT2 IFIH1 SAMHD1 SLC2A1 SNORD118 TREX1 HP_INTRACRANIAL_HEMORRHAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INTRACRANIAL_HEMORRHAGE ABCC6 ACAD9 ACTA1 ACTA2 ACVRL1 ADA2 AKT1 ALPL ANGPTL6 APP ATP7A BAP1 BICD2 BRCC3 CACNA1D CBS CCM2 CD109 CD46 CFH CFI CLCN2 COL3A1 COL4A1 COL4A2 CPT2 CST3 CYP11B1 CYP11B2 CYP26C1 DHPS DLST DNM2 DNMT3A DOCK8 DPAGT1 ELN ENG EPAS1 EPOR ERCC6 ERCC8 EXT2 F10 F13A1 F13B F2 F5 F7 F8 FBN1 FCGR2C FGA FGB FGG FH FLNA FN1 FOXE3 GAA GATA2 GBA1 GCDH GDF2 GGCX GNAQ GP1BA GP1BB HADHB HELLPAR HEY2 IKBKG IPO8 ITGA2 ITGA2B ITGB3 IVD JAK2 KANSL1 KCNJ5 KIF1B KRIT1 LMAN1 LMBRD1 LMNA LMOD2 LOX MARS2 MAT2A MAX MCFD2 MDH2 MFAP5 MMACHC MMUT MYH11 MYLK NDE1 NF1 NF2 NFIA NOTCH3 PCCA PCCB PDCD10 PDGFB PET100 PIK3CA PMM2 PRKG1 PROS1 PTEN RASA1 RBM10 RET RNF168 SAMD9 SDHA SDHAF2 SDHB SDHC SDHD SERPINE1 SERPINF2 SH2B3 SIN3A SLC25A11 SMAD2 SMAD3 SMAD4 SMARCB1 SMARCE1 SMO SNORD118 SPARC STAT2 STIM1 STT3A SUFU TERT TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 THSD1 THSD4 TMEM127 TMEM237 TRAF7 USP18 VHL WAS WIPF1 ZMPSTE24 HP_INTRACTABLE_DIARRHEA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INTRACTABLE_DIARRHEA C5 EPCAM ITGB4 PLEC SKIC2 SKIC3 SMARCD2 SYK HP_INTRAHEPATIC_BILE_DUCT_DILATATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INTRAHEPATIC_BILE_DUCT_DILATATION KIF3B MED12 TMEM67 TTC26 WDR19 HP_INTRAHEPATIC_BILIARY_ATRESIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INTRAHEPATIC_BILIARY_ATRESIA CC2D2A CLDN1 INPP5E RPGRIP1L TCTN3 TMEM67 VPS33B HP_INTRAMUSCULAR_HEMATOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INTRAMUSCULAR_HEMATOMA F10 F13A1 F13B F2 F7 F8 SERPINE1 SERPINF2 HP_INTRAUTERINE_GROWTH_RETARDATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INTRAUTERINE_GROWTH_RETARDATION AARS1 ABCB7 ABCC8 ABCD1 ABL1 ACADS ACD ADAR ADAT3 ADGRG1 ADGRG6 ADNP AFF2 ALDH18A1 ALG1 ALG12 ALG8 ALX4 AMFR APPL1 ARCN1 ARID1A ARID1B ARID2 ARL6IP6 ARVCF ASNS ASXL1 ASXL2 ASXL3 ATP5F1A ATP6V0A2 ATP6V1A ATP6V1E1 ATP7A ATR ATRIP AUTS2 B3GLCT BCAP31 BCR BCS1L BIN1 BLK BLM BMPER BRAF BRCA1 BRCA2 BRD4 BRIP1 BRPF1 BUB1 BUB1B BUB3 C1QBP CANT1 CARS1 CCDC134 CCDC8 CCNQ CDC42BPB CDC45 CDC6 CDCA7 CDK10 CDK13 CDKN1C CDON CDT1 CEL CENPE CENPJ CEP152 CEP290 CEP57 CHD7 CHRNA1 CHRND CHRNG CITED2 CKAP2L CLCN7 CLPB CNOT1 COG1 COG4 COG5 COG6 COG7 COMT COQ4 COQ7 COQ9 CORIN COX11 COX16 COX6B1 CPLX1 CREBBP CRKL CRTAP CTBP1 CTC1 CTDP1 CTNND2 CTSK CTU2 CUL7 CWC27 DBR1 DCLRE1B DDX11 DDX3X DEF6 DHCR24 DHCR7 DHDDS DISP1 DKC1 DLK1 DLL1 DLL3 DNA2 DNAJB4 DNAJC19 DNAJC21 DNMT3A DOK7 DONSON DPF2 DPP9 DSP DST DYNC2LI1 DYRK1A EFEMP2 EIF5A ELAC2 ELN EMG1 EP300 EPB41L1 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ESCO2 EVC EVC2 EXOSC9 FAM111A FAM20C FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FARSB FBLN5 FBN1 FDFT1 FGF8 FGFR1 FGFRL1 FIG4 FKTN FLI1 FLNB FLT1 FLT4 FLVCR2 FMR1 FOCAD FOXH1 FOXP2 FOXRED1 FRA10AC1 FTO FUT8 FZR1 GAS1 GATA4 GATA5 GATA6 GATAD2B GATB GATC GBA1 GCK GDF1 GFM1 GFM2 GINS1 GJA5 GLB1 GLDN GLI1 GLI2 GLI3 GLIS3 GMNN GNA11 GNAS GON7 GP1BB GPKOW GRB10 GTF2E2 GTF2H5 GTPBP3 GUF1 H19 HADH HBB HDAC6 HDAC8 HERC2 HES7 HHAT HIRA HMGA2 HNF1A HNF4A HOXD13 HSD11B2 HYLS1 HYMAI IARS1 IBA57 IDH1 IFIH1 IGF1 IGF1R IGF2 IGHMBP2 IL6ST INS INSR ITPA JAG1 JAM2 JMJD1C JUP KANSL1 KAT6A KATNB1 KCNJ11 KDM6A KDR KIF14 KIF21A KIF2A KIF5C KLF11 KMT2A KMT2B KMT2D LAGE3 LAMA5 LARS2 LEMD2 LEMD3 LETM1 LFNG LIFR LIG4 LMBRD1 LMNA LONP1 LRRC32 LTBP1 MAD2L2 MADD MAGEL2 MAPK1 MBTPS2 MCM4 MCM5 MCTP2 MED11 MED12 MEG3 MESD MESP2 MKRN3 MKS1 MLXIPL MMACHC MPLKIP MRPS25 MRPS28 MT-ND1 MT-ND2 MT-ND3 MT-TL1 MTHFR MTO1 MTRR MUSK MYH3 MYOD1 MYORG NAA10 NADK2 NALCN NBN NCAPG2 NDE1 NDUFA1 NDUFA10 NDUFA11 NDUFA6 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB7 NDUFB9 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NEK9 NELFA NEUROD1 NF1 NFE2L2 NFIX NHP2 NIN NIPBL NKX2-5 NKX2-6 NODAL NOP10 NOS3 NPAP1 NPM1 NRCAM NSD2 NSDHL NSUN2 NUAK2 NUBPL NUP107 NUP133 NUP188 NUP85 NUP88 NUS1 OBSL1 ORC1 ORC4 ORC6 OSGEP OTUD5 OTUD6B P4HB PAH PALB2 PARN PAX4 PCDH12 PCGF2 PCNT PDE4D PDE6D PDGFB PDGFRB PDHA1 PDHB PDX1 PET100 PEX2 PEX5 PHGDH PI4KA PIEZO2 PIGG PIK3R1 PKLR PLAG1 PLAGL1 PLK4 PLOD3 PLXND1 PNPT1 POGZ POLA1 POLE POLR3A POP1 POT1 PPP1R15B PPP2R5D PRDM13 PRIM1 PRKACA PRKACB PRKAR1A PRKDC PRMT7 PRORP PRPS1 PSAT1 PSPH PTCD3 PTCH1 PTDSS1 PTF1A PTPN11 PUF60 PWAR1 PWRN1 PYCR1 QRICH1 QRSL1 RAB18 RAB3GAP1 RAB3GAP2 RAC1 RAD21 RAD51 RAD51C RAF1 RAPSN RARB RB1 RBBP8 RBM10 RECQL4 RELN RERE RFWD3 RFX6 RHAG RHCE RHD RIPK4 RIPPLY2 RMRP RNASEH2A RNF113A RNF2 RNU4ATAC RNU7-1 RPL10 RPL11 RPS19 RREB1 RTEL1 RTL1 RTTN SAMD9 SATB1 SC5D SCO1 SCUBE3 SDHA SDHAF1 SDHB SDHD SEC24C SEC24D SEC31A SEC61A1 SEMA3E SEMA5A SF3B4 SFXN4 SHH SHQ1 SIN3A SIX2 SIX3 SKIC2 SKIC3 SLC18A3 SLC20A2 SLC25A13 SLC25A24 SLC26A2 SLC30A9 SLC35A2 SLC35C1 SLX4 SMAD4 SMARCA2 SMARCA4 SMARCAL1 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMPD4 SNORD115-1 SNORD116-1 SNRPB SNRPN SON SOX11 SOX4 SPTBN1 SRPX2 STAG1 STAT3 STN1 STOX1 STRA6 STT3A STT3B SUCLG1 SUFU TAF1 TALDO1 TAPT1 TARS1 TBC1D20 TBCE TBX1 TBX4 TBX6 TCTN3 TDGF1 TELO2 TERC TERT TFAM TFAP2A TGDS TGIF1 TIMM22 TIMMDC1 TINF2 TMEM126B TMEM216 TMEM70 TONSL TOP3A TOR1A TP53RK TPRKB TRAF7 TRAIP TRAPPC11 TRIM37 TRIP13 TRMT10A TSFM TTC7A TUBA1A TUBGCP4 TUBGCP6 TUFM TYMS UBE2T UBE3C UBR1 UFD1 UNC80 UQCC2 UQCRFS1 USB1 USP9X VANGL2 VPS13B WARS2 WASHC5 WDR4 WDR73 WNT4 WNT7A WNT7B WRAP53 XPR1 XRCC2 XRCC4 XYLT1 YIF1B YRDC YY1 ZBTB18 ZFP57 ZFPM2 ZIC2 ZMPSTE24 ZMYM2 ZNF335 ZNF699 ZPR1 HP_INTRAVENTRICULAR_HEMORRHAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INTRAVENTRICULAR_HEMORRHAGE F8 KANSL1 LMBRD1 MARS2 NFIA PET100 RNF168 SPARC HP_INTRA_EPIDERMAL_BLISTERING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INTRA_EPIDERMAL_BLISTERING CDSN ITGB4 KRT14 KRT5 PLEC HP_INTRA_ORAL_HYPERPIGMENTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INTRA_ORAL_HYPERPIGMENTATION ABCD1 ATRX BRAF CDH23 MTX2 NR3C1 TP53 USP48 USP8 HP_INTRINSIC_HAND_MUSCLE_ATROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INTRINSIC_HAND_MUSCLE_ATROPHY CAV3 CHCHD10 CHRNA1 DYSF FLNC GDAP1 HARS1 HINT1 HSPB3 JAG1 KIF1A KLHL9 LDB3 MORC2 MPZ NGLY1 PDK3 PMP22 PRX RYR1 SLC12A6 SPTLC1 SQSTM1 SVBP TIA1 TIMM8A TRIM2 VCP HP_INTUSSUSCEPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INTUSSUSCEPTION ARID1B BMPR1A GREM1 PDGFRA PTEN SMAD4 STAT1 STK11 UNC45A HP_INVERTED_NIPPLES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INVERTED_NIPPLES ACOX1 ALG11 ALG12 ALG2 ALG3 ALG8 ALG9 ATN1 B4GALT1 BICRA C18orf32 CACNA1C COG7 DEF6 DLK1 DPAGT1 DPM1 EBF3 EZH2 HNRNPK INTU JARID2 KAT6A KMT2B LBR MAN1B1 MEG3 MGAT2 NFIX PEX3 PIGT PMM2 RERE RFT1 RTL1 SET SLC25A46 SLC35A2 SOX6 SRD5A3 STT3A TBX3 TCF20 TWIST2 WAC WASF1 HP_INVOLUNTARY_MOVEMENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_INVOLUNTARY_MOVEMENTS AARS1 AARS2 AASS ABCA7 ABCB11 ABCB4 ABCB6 ABCB7 ABCC8 ABCD1 ABHD12 ABHD16A ACAT2 ACBD5 ACO2 ACP5 ACTL6B ADA2 ADAMTS13 ADAR ADCY5 ADGRG1 ADGRV1 ADH1C ADPRS ADRA2B ADSL AFF3 AFG3L2 AGTPBP1 AHI1 AIFM1 AKT1 AKT3 ALDH18A1 ALS2 AMACR AMPD2 AMT ANO10 ANO3 ANOS1 ANXA11 AP1S2 AP2M1 AP3B2 AP5Z1 APC2 APOE APP APTX AR ARL13B ARL3 ARMC9 ARSA ARV1 ARX ASAH1 ASNS ATAD1 ATCAY ATG7 ATL1 ATM ATN1 ATP11A ATP13A2 ATP1A2 ATP1A3 ATP2A1 ATP2B3 ATP5MK ATP6AP2 ATP6V0A1 ATP6V1A ATP6V1B2 ATP7A ATP7B ATP8B1 ATXN1 ATXN10 ATXN2 ATXN3 ATXN7 ATXN8OS AUH B9D1 B9D2 BANK1 BAP1 BAZ1B BCL7B BEAN1 BICD2 BLK BOLA3 BRAT1 BSCL2 BUD23 C19orf12 C4A C4B CA8 CABP4 CACNA1A CACNA1B CACNA1C CACNA1D CACNA1E CACNA1G CACNA1H CACNA1S CACNA2D1 CACNA2D2 CACNB4 CAMK2A CAMLG CAMTA1 CAPN1 CARS1 CARS2 CASK CASR CAV1 CBY1 CC2D2A CCDC141 CCDC88A CCDC88C CCNF CCT5 CD28 CD40LG CDC42BPB CDH23 CDK19 CDKL5 CELF2 CEP104 CEP120 CEP126 CEP41 CEP85L CERS1 CHCHD10 CHCHD2 CHD2 CHD7 CHKA CHMP1A CHMP2B CHRNA2 CHRNA4 CHRNB2 CIC CILK1 CIZ1 CLCN2 CLCN4 CLCN7 CLIP2 CLN3 CLN5 CLN6 CLN8 CLPB CLTC CNKSR2 CNPY3 CNTN2 COA7 COG8 COL25A1 COL6A3 COQ2 COQ5 COQ6 COQ8A COX20 COX4I1 CP CPLANE1 CPLX1 CR2 CRAT CRH CRLS1 CRYAB CSPP1 CSTB CTC1 CTDP1 CTH CTLA4 CTNND2 CTSF CUL4B CUX2 CWF19L1 CYB5A CYB5R3 CYFIP2 CYP27A1 CYP7B1 DAB1 DALRD3 DARS2 DCAF17 DCC DCTN1 DDC DDOST DEAF1 DENND5A DEPDC5 DHDDS DHFR DHX30 DLAT DLST DMD DMXL2 DNAJC13 DNAJC19 DNAJC30 DNAJC5 DNAJC6 DNASE1 DNM1 DNM1L DNMT1 DNMT3A DOCK7 DPAGT1 DPM1 DPYSL5 DRD2 DRD3 DTYMK DUSP6 DYSF EEF1A2 EEF2 EFHC1 EGR2 EIF2AK2 EIF4G1 EIF4H ELN ELOVL1 ELOVL4 ELOVL5 ELP2 EMILIN1 EPAS1 EPM2A EPRS1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ERGIC1 ERLIN1 ERLIN2 ETS1 EXOSC3 EXOSC8 EXOSC9 FA2H FAM149B1 FAR1 FARS2 FBXL4 FBXO28 FBXO38 FBXO7 FCGR2B FCGR3B FEZF1 FGF12 FGF13 FGF14 FGF17 FGF8 FGFR1 FH FKBP6 FKRP FLRT3 FLVCR1 FMR1 FOXG1 FOXRED1 FRMD5 FRMPD4 FRRS1L FTL FUS FXN FXR1 FZR1 GABBR2 GABRA1 GABRA2 GABRA3 GABRA5 GABRB2 GABRB3 GABRD GABRG2 GALC GALT GAMT GBA1 GBA2 GCDH GCH1 GCK GFAP GFM2 GGT1 GIGYF2 GJA5 GJA8 GJB1 GJC2 GLA GLB1 GLDC GLRA1 GLRB GLRX5 GLUD2 GLYCTK GM2A GMPPB GNA11 GNAO1 GNAS GNB1 GOLGA2 GON7 GOSR2 GPAA1 GPHN GPR88 GPT2 GRIA2 GRIA3 GRIA4 GRIK2 GRIN1 GRIN2A GRIN2B GRIN2D GRM1 GRM7 GRN GSS GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GTPBP2 GUF1 HACE1 HCFC1 HCN1 HESX1 HEXB HIBCH HIKESHI HINT1 HLA-DQB1 HLA-DRB1 HMBS HMGA2 HMGCL HNF4A HNRNPA1 HNRNPA2B1 HNRNPU HPCA HPRT1 HS6ST1 HSD17B10 HSD17B4 HSPB1 HSPD1 HTRA2 HTT HYCC1 HYLS1 IFIH1 IFRD1 IFT74 IGHG1 IL10 IL17RD IMPDH2 INPP5E IRAK1 IREB2 IRF2BPL IRF4 IRF5 ITGAM ITM2B ITPA ITPR1 JAG1 JAZF1 JPH3 JRK KARS1 KATNIP KCNA1 KCNA2 KCNB1 KCNC1 KCNC2 KCNC3 KCND3 KCNJ10 KCNJ18 KCNK4 KCNK9 KCNMA1 KCNN2 KCNQ2 KCNQ3 KCNT1 KCTD17 KCTD7 KDM1A KIAA0319L KIAA0586 KIAA0753 KIF1A KIF1B KIF1C KIF5A KIF7 KLC2 KMT2B KNSTRN KPNA3 LAMA1 LEMD2 LEMD3 LGI3 LIAS LIG3 LIMK1 LMAN2L LMNB1 LMNB2 LNPK LRP12 LRPPRC LRRK2 LRSAM1 LSM11 LYST LZTR1 MACF1 MAG MAN1B1 MAOA MAPK10 MAPT MARCHF6 MARS1 MAX MDH2 MECP2 MECR MED11 MED17 MED23 MEGF10 MEN1 METTL27 MFN2 MICOS13 MICU1 MINPP1 MKS1 MLXIPL MMAA MMACHC MME MMUT MOCS1 MOCS2 MORC2 MPLKIP MPZ MRE11 MRM2 MRPL12 MRPS34 MSTO1 MT-ATP6 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MT-TF MT-TH MT-TI MT-TK MT-TL1 MT-TP MT-TQ MT-TS1 MT-TS2 MT-TT MT-TV MT-TW MTFMT MTOR MTPAP MTRFR MYBPC1 MYH14 MYL2 MYO5A MYORG NADK2 NAGA NARS1 NAXD NAXE NCF1 NDE1 NDNF NDP NDRG1 NDUFA1 NDUFA13 NDUFA4 NDUFA9 NDUFAF3 NDUFAF5 NDUFS2 NDUFS4 NDUFS8 NDUFV1 NECAP1 NEFH NEFL NEMF NEU1 NEUROD2 NEXMIF NF1 NF2 NFASC NFE2L2 NFU1 NGF NGLY1 NHLRC1 NHLRC2 NIPA1 NKX2-1 NKX6-2 NOL3 NONO NOP56 NOTCH2NLC NPHP1 NPTX1 NR1H4 NR4A2 NSD1 NTNG1 NTNG2 NTRK2 NUP214 NUP54 NUP62 NUS1 NUTM2B-AS1 OCA2 OCRL OFD1 OPA1 OPA3 OPHN1 OPTN OSTM1 OXR1 PACS2 PAH PANK2 PARK7 PARS2 PC PCBD1 PCDH19 PDCD1 PDE10A PDE2A PDE6D PDE8B PDGFB PDGFRB PDHA1 PDK3 PDYN PET100 PEX10 PEX16 PEX2 PEX6 PFN1 PGAP1 PGAP2 PGAP3 PGK1 PGM3 PHACTR1 PHGDH PHIP PI4KA PIBF1 PIGA PIGL PIGN PIGO PIGP PIGQ PIGT PIGV PIGW PIGY PIK3CA PIK3CD PIK3R5 PINK1 PITRM1 PITX3 PLA2G6 PLCB1 PLP1 PLPBP PMM2 PMP2 PMP22 PMPCA PNKD PNKP PNP PNPLA2 PNPLA6 PNPO PNPT1 PODXL POLG POLG2 POLR1C POLR3A POLR3B POLR3K POMGNT1 POMK POMT1 POMT2 POU3F3 POU3F4 POU4F1 PPP1R15B PPP2R2B PPP3CA PPT1 PRDM8 PRDX1 PRDX3 PRICKLE1 PRKAR1B PRKCG PRKN PRKRA PRNP PROK2 PROKR2 PRORP PRPH PRPS1 PRRT2 PRUNE1 PRX PSAP PSAT1 PSEN1 PSEN2 PSMC1 PTCD3 PTEN PTH PTPN22 PTS PUM1 PURA PUS7 PXK PYCR1 QDPR QRICH1 RAB18 RAB39B RAB3GAP2 RAB7A RAPGEF2 RARS1 RBM10 REEP1 REEP2 REPS1 RET RFC1 RFC2 RFT1 RHOBTB2 RILPL1 RLIM RMND1 RNASEH1 RNASEH2A RNASEH2B RNASEH2C RNASET2 RNF113A RNF216 RNU12 RNU7-1 RORA RORB RPGRIP1L RPL10 RRM2B RTN2 RUSC2 RYR1 SACS SAMD12 SAMD9L SAMHD1 SATB1 SBF2 SC5D SCARB2 SCN1A SCN1B SCN2A SCN3A SCN4A SCN8A SCN9A SCO2 SCP2 SCYL1 SCYL2 SDHA SDHAF2 SDHB SDHC SDHD SELENOI SEMA3A SEMA6B SEPSECS SERPINI1 SETD2 SETX SFXN4 SGCE SH2B1 SH3TC2 SHQ1 SIGMAR1 SIK1 SLC12A6 SLC13A5 SLC16A2 SLC17A5 SLC18A2 SLC19A3 SLC1A2 SLC1A3 SLC1A4 SLC20A2 SLC25A10 SLC25A11 SLC25A12 SLC25A13 SLC25A15 SLC25A19 SLC25A21 SLC25A22 SLC25A4 SLC25A42 SLC25A46 SLC2A1 SLC2A3 SLC30A10 SLC30A9 SLC32A1 SLC33A1 SLC38A3 SLC39A14 SLC39A4 SLC44A1 SLC46A1 SLC52A2 SLC52A3 SLC5A7 SLC6A1 SLC6A17 SLC6A3 SLC6A5 SLC6A8 SLC6A9 SLC7A6OS SLC9A1 SMARCB1 SMARCE1 SMC1A SMG9 SMN1 SMN2 SMO SMPD1 SMS SNCA SNCAIP SNORD118 SNRPN SNX10 SOD1 SORL1 SOX10 SPART SPAST SPEN SPG11 SPG21 SPOP SPP1 SPR SPRY4 SPTAN1 SPTBN1 SPTBN2 SPTBN4 SPTLC1 SQSTM1 ST3GAL3 ST3GAL5 STAMBP STARD7 STAT4 STUB1 STX16 STX1A STX1B STXBP1 SUCLA2 SUCLG1 SUFU SUOX SYNE1 SYNGAP1 SYNJ1 SYT1 SYT2 SZT2 TACR3 TAF1 TANGO2 TARDBP TARS1 TAT TBC1D24 TBCD TBK1 TBL2 TBP TCEAL1 TCIRG1 TCTN1 TCTN2 TCTN3 TECR TENM4 TERT TFG TGM6 TH THAP1 THG1L THOC2 TIMM50 TIMM8A TIMMDC1 TK2 TLR7 TMCO1 TMEM106B TMEM127 TMEM151A TMEM216 TMEM218 TMEM222 TMEM231 TMEM237 TMEM240 TMEM270 TMEM63A TMEM67 TMEM70 TNFAIP3 TNFRSF1B TNFSF11 TNFSF4 TNIP1 TNNT1 TNPO2 TNR TNRC6A TOE1 TOGARAM1 TOMM40 TOPORS TOR1A TPI1 TPK1 TPP1 TPR TRAF7 TRAK1 TRAPPC11 TRAPPC12 TRAPPC6B TREM2 TREX1 TRIM8 TRIO TRMT5 TRPM3 TSEN15 TSEN2 TSEN34 TSEN54 TSFM TSHR TSPOAP1 TSPYL1 TTC19 TTPA TTR TUBB4A TWNK TXN2 TYROBP UBA1 UBA5 UBAP1 UBE2L3 UBE3A UBE3C UBQLN2 UBTF UCHL1 UFC1 UGDH UGT1A1 UQCRC1 UQCRQ UROC1 USP8 VAC14 VAMP1 VAMP2 VAPB VCP VHL VLDLR VPS13A VPS13C VPS13D VPS35 VPS37A VPS37D VPS41 VPS4A VPS53 VRK1 VWA1 VWA3B WARS2 WASHC5 WDR11 WDR45 WDR81 WFS1 WWOX XK XPA XPNPEP3 XPR1 YEATS2 YME1L1 YRDC YWHAG YY1 ZFR ZFYVE26 ZFYVE27 ZNF142 ZNHIT3 HP_IRIDOCYCLITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IRIDOCYCLITIS AIRE ANKRD55 CD247 HLA-DRB1 IL2RA IL2RB NOD2 PTPN2 PTPN22 STAT4 STUB1 HP_IRIDODONESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IRIDODONESIS ADAMTS17 CHRDL1 CPAMD8 FBN1 LTBP2 HP_IRIS_ATROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IRIS_ATROPHY ASPH C1QTNF5 COQ2 LRP5 OVOL2 ROBO1 ZEB2 HP_IRIS_COLOBOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IRIS_COLOBOMA AAAS ABCB6 ACTB ACTG1 ADNP AHI1 ALG2 ALG3 ALX3 ANK1 ARL13B ARL3 ARMC9 ATOH7 ATP6V1A B3GALNT2 B3GLCT B4GAT1 B9D1 B9D2 BCOR BMP4 C12orf57 CBY1 CC2D2A CCDC22 CDON CENPF CEP104 CEP120 CEP290 CEP41 CHD7 CHN1 COL4A1 COX7B CPLANE1 CPLX1 CRPPA CRYAA CRYBA4 CRYBB1 CRYBB2 CRYGC CRYGD CSPP1 CTBP1 DACT1 DAG1 DHCR7 DISP1 DLL1 DPYSL5 DYRK1A ELP4 ERF FGF3 FGF8 FGFR1 FGFR2 FGFRL1 FKRP FKTN FLI1 FLNA FOXH1 GAS1 GDF3 GJA8 GLI2 GMPPA GNAQ GZF1 HCCS HMGB3 HMX1 HRAS HYLS1 IFT74 IGBP1 INPP5E KATNIP KCTD1 KIAA0586 KIAA0753 KIFBP KMT2D KRAS LARGE1 LETM1 LRP2 MAF MAFB MBTPS2 MED12L MIR204 MKS1 MMP14 MMP2 MPDZ NAA10 NDUFB11 NELFA NODAL NOTCH2 NOTCH3 NPHP1 NRAS NSD2 OFD1 PDE6D PIBF1 PIGG PNPLA6 POGZ POLR1B POLR1C POLR1D POMGNT1 POMGNT2 POMK POMT1 POMT2 PORCN PRR12 PTCH1 PTCH2 PUF60 PXDN RB1 RBP4 RERE ROR1 RPGRIP1L RSPO2 RXYLT1 SALL1 SALL2 SALL4 SEMA3E SHH SIN3A SIX3 SIX6 SMCHD1 SMO SOX2 SPTBN1 SRD5A3 SUFU TBX22 TCEAL1 TCOF1 TCTN1 TCTN2 TCTN3 TDGF1 TENM3 TFAP2A TGIF1 TMEM138 TMEM216 TMEM218 TMEM231 TMEM237 TMEM67 TOGARAM1 TRAPPC11 TRIM37 VPS13B VPS35L VSX2 WASHC5 WNT3 YAP1 ZEB2 ZIC2 ZNF423 HP_IRIS_HYPOPIGMENTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IRIS_HYPOPIGMENTATION ADGRV1 AP3B1 AP3D1 ARSG ATP10A BEST1 BLOC1S3 BLOC1S5 BLOC1S6 CASZ1 CDH23 CEP78 CIB2 CLRN1 DTNBP1 EPG5 ESPN GABRD GPR143 HARS1 HERC2 HPS1 HPS4 HPS5 HPS6 HSPG2 IMPG1 IMPG2 KANSL1 KCNAB2 LUZP1 LYST MAGEL2 MC1R MKRN3 MLPH MMP23B MT-TS2 MYO5A MYO7A NDN NPAP1 OCA2 PCDH15 PDPN PDZD7 PITX2 PRDM16 PRKCZ PRPH2 PWAR1 PWRN1 RAB27A RERE SKI SLC45A2 SNORD115-1 SNORD116-1 SNRPN SOX10 SPEN TYR TYRP1 UBE3A UBE4B USH1C USH1G USH2A WHRN XYLT2 HP_IRIS_TRANSILLUMINATION_DEFECT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IRIS_TRANSILLUMINATION_DEFECT ADAMTSL4 BLOC1S3 BLOC1S5 C1QTNF5 CHRDL1 COL18A1 CPAMD8 DCT HPS5 LRMDA MC1R MITF OCA2 WDR45 HP_IRON_ACCUMULATION_IN_BRAIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IRON_ACCUMULATION_IN_BRAIN C19orf12 COASY CP CRAT DLAT FA2H FTL NUDT2 PANK2 PIGA PLA2G6 REPS1 TBCE VPS13A VPS41 WDR45 HP_IRON_DEFICIENCY_ANEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IRON_DEFICIENCY_ANEMIA ABCD3 ALAS2 ALG2 APC ATRX CASP10 CD55 CLCNKB CLPX COL2A1 COL7A1 DAXX DIAPH1 EIF2AK3 ELF4 FAS FASLG FGF23 FN1 FOXP3 GALNT2 HBB HLA-DQA1 HLA-DQB1 KCNE1 KCNQ1 MMP1 NAA10 PLA2G4A SLC12A3 STK11 WAS ZNF699 HP_IRREGULARLY_SHAPED_SPERM_TAIL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IRREGULARLY_SHAPED_SPERM_TAIL CCDC34 CFAP251 CFAP47 CFAP91 DNAH1 DNAH10 DNAH8 DNHD1 FSIP2 IFT74 SSX1 TTC21A WDR19 HP_IRREGULAR_ACETABULAR_ROOF https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IRREGULAR_ACETABULAR_ROOF ARSK CCN6 COL10A1 COL2A1 COMP TRPV4 UFSP2 HP_IRREGULAR_CAPITAL_FEMORAL_EPIPHYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IRREGULAR_CAPITAL_FEMORAL_EPIPHYSIS ADAMTSL2 COL9A1 PEX5 RNU4ATAC TRPV4 UFSP2 HP_IRREGULAR_DENTITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IRREGULAR_DENTITION DCHS1 FAT4 NFIX NMNAT1 RIN2 SOX9 TMEM231 HP_IRREGULAR_EPIPHYSES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IRREGULAR_EPIPHYSES ACAN ADAMTSL2 BPNT2 CDC6 CHST3 COL11A1 COL2A1 COL9A1 COL9A2 COL9A3 COMP DYM KIF22 MATN3 NANS NMNAT1 PEX5 RNU4ATAC RPL13 SIK3 SLC26A2 TRAPPC2 TRIP11 TRPV4 UFSP2 HP_IRREGULAR_FEMORAL_EPIPHYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IRREGULAR_FEMORAL_EPIPHYSIS ADAMTSL2 CDC6 COL11A1 COL2A1 COL9A1 PEX5 RNU4ATAC RPL13 TRPV4 UFSP2 HP_IRREGULAR_HYPERPIGMENTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IRREGULAR_HYPERPIGMENTATION ABCB6 ABCC9 ABCD1 ACP5 ACTB AKT1 ANAPC1 ANKLE2 APC ARL6IP6 ATM ATP2A2 BANF1 BLM BRAF BRCA1 BRCA2 BRIP1 BUB1 BUB1B BUB3 C1R C1S CARD14 CASR CBL CD28 CDKN1A CDKN1B CDKN1C CDKN2B CDKN2C CEP57 CHN1 CIB1 CLCN7 CLTRN COL17A1 COL25A1 COL3A1 COL7A1 COPB1 CREBBP CRIPT CTC1 CTLA4 CWC27 CYBA CYBB CYBC1 DDB2 DDX11 DHX30 DKC1 DNASE1L3 DSTYK EP300 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ESCO2 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FERMT1 FGFR1 FGFR3 GJA1 GJB3 GJB4 GNA11 GNAQ GNAS GNB2 GPNMB H4C5 HEPACAM HGD HMGA2 HRAS IFNG IGF1 IGF2 IKBKG IL6 IL7 INSR KANSL1 KDM5C KDM6A KDM6B KDSR KIT KITLG KLLN KMT2D KRAS KRT14 KRT5 LBR LMNA LYST LZTR1 MAD2L2 MAFB MAN1B1 MAP2K1 MAP2K2 MAPK1 MAPRE2 MAX MED12 MEN1 MLH1 MMP2 MSH2 MSH6 MTOR NBN NCF1 NCF2 NCF4 NDUFB11 NF1 NF2 NHP2 NOP10 NOTCH3 NPM1 NRAS PALB2 PARN PCNT PDE11A PDGFRA PDGFRB PHIP PIK3CA PLAG1 PLEC PLXND1 PMS2 POFUT1 POGLUT1 POLA1 POLE PORCN PPP1CB PRKAR1A PSENEN PTEN PTPN11 RAD51 RAD51C RAF1 RBBP8 RERE RET REV3L RFWD3 RFX7 RPA1 RTEL1 SALL4 SASH1 SDHA SDHB SDHC SDHD SEC23A SEC23B SET SETBP1 SH3PXD2B SHOC2 SKIC2 SKIC3 SLC6A19 SLC9A1 SLF2 SLX4 SMARCA2 SMARCAD1 SMARCAL1 SOX10 SPINK5 SPRED1 SRD5A3 ST3GAL5 STEAP3 STK11 SVBP TERC TERT TINF2 TMC6 TMC8 TMEM127 TNFRSF1A TNFRSF1B TOP3A TP53 TP53RK TP63 TRIP13 TSC1 TSC2 TUBB TWIST2 TYMS UBE2T UBR1 USB1 USF3 VHL WASF1 WBP11 WRAP53 XPA XPC XRCC2 ZFHX4 ZMPSTE24 HP_IRREGULAR_ILIAC_CREST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IRREGULAR_ILIAC_CREST COL2A1 DYM GPX4 IDH1 LMX1B PAM16 HP_IRREGULAR_MENSTRUATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IRREGULAR_MENSTRUATION AIP ALMS1 ANTXR1 ARMC5 BBS9 C14orf39 CDH23 CDKN1C CIDEC CYB5A CYP11B1 CYP17A1 ERAL1 ERCC8 FANCM FGFR3 FMR1 FOXL2 GNAS GPR101 HMGA2 HSF2BP IGF2 LMNA MEN1 NR3C1 PDE4D PHKA2 PHKB PHKG2 PLAG1 PPARG PRKAR1A PSMB8 SETD2 SLC37A4 SOST HP_IRREGULAR_VERTEBRAL_ENDPLATES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IRREGULAR_VERTEBRAL_ENDPLATES ACP5 B3GALT6 CCN6 CHST3 COG4 COL10A1 COL2A1 COL9A1 COL9A2 COL9A3 COMP EIF2AK3 EXOC6B GNPAT GORAB IDH1 KIF22 MMP13 NANS PAPSS2 PDE4D POLR3A RNU4ATAC SLC10A7 SLC29A3 SLC39A13 TCIRG1 TNFRSF11A TRAPPC2 ZBTB20 HP_IRRITABILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IRRITABILITY ABCC6 ABCC8 ACOX1 ACTN4 ADAR ADNP AIFM1 ALDH7A1 ALG9 ALPL AMPD2 AMT ANKFY1 ANLN APOL1 AQP2 ARG1 ARHGAP24 ARHGDIA ARV1 ASAH1 ASH1L ASL ASNS ASPA ASS1 ATP5F1A AVP AVPR2 BMPR1A C4A CACNA1A CAMK2A CAMK2B CARS1 CCR1 CD2AP CDKN2A CDON CHMP2B CLN8 CLP1 CNP COG4 COL4A3 COQ8B CPS1 CRB2 CTNNB1 CYP27B1 CYP2R1 DAAM2 DARS1 DCX DDC DISP1 DLL1 DNM1 DNMT1 DPYD EHMT1 EMP2 ENPP1 EPCAM ERAP1 EXOC8 EXOSC8 FAN1 FAS FBP1 FBP2 FDFT1 FGF8 FGFR1 FIG4 FMR1 FOCAD FOXG1 FOXH1 FOXRED1 GALC GAPVD1 GAS1 GCH1 GLDC GLI2 GLRX5 GNAS GRIA4 GRN GYS2 HBB HIBCH HIKESHI HLA-B HLA-DQB1 HLCS HSPG2 HTRA1 HTT IBA57 IFIH1 IFNGR1 IL10 IL12A IL12A-AS1 IL23R INF2 ITPA JPH3 KLRC4 KRAS LSM11 MAGI2 MAPT MECP2 MED12 MED23 MEFV MLH1 MLH3 MOCS2 MSH2 MSH6 MT-ATP6 MTHFS MYO1E NAA10 NAA20 NACC1 NAXD NAXE NDP NDUFA2 NDUFA6 NDUFAF4 NDUFS1 NFIX NHLRC2 NODAL NPHS1 NPHS2 NRCAM NSDHL NUP107 NUP133 NUP160 NUP205 NUP37 NUP85 NUP93 OSTM1 OTC PAH PANK2 PAX2 PCBD1 PERCC1 PHGDH PIK3CA PLCE1 PLCH1 PLPBP PMS1 PMS2 POGZ PPT1 PRF1 PRKAR1A PRNP PRRT2 PSAP PSEN1 PTCH1 PTH PTPRO PTS PYCR2 PYGL QDPR RNASEH2A RNASEH2B RNASEH2C RNF13 RNU7-1 RPS20 SAMHD1 SDHA SDHAF1 SDHB SDHD SEMA4A SEPSECS SHH SIX3 SLC16A2 SLC19A3 SLC1A2 SLC1A4 SLC25A1 SLC25A13 SLC25A19 SLC25A20 SLC2A1 SLC2A3 SLC39A14 SLC39A4 SLC46A1 SLC6A3 SMARCB1 SMC1A SMPD1 SPTBN1 SQSTM1 ST3GAL3 ST3GAL5 STAG2 STAT4 STIL STUB1 STX16 SUCLA2 TBC1D8B TCN2 TDGF1 TERT TGFBR2 TGIF1 TH TK2 TLR4 TMEM106B TMEM237 TP53 TRANK1 TREM2 TREX1 TRMT5 TRMU TRPC6 TSEN15 TSPOAP1 TTI2 TYROBP UBA5 UBAC2 UFC1 VCP VDR VPS13A VPS50 VPS53 WT1 YIF1B ZIC2 ZNRF3 HP_ISOMERISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ISOMERISM CFC1 CIROP DNAH9 FANCB GDF1 NODAL SMAD2 ZIC3 HP_IVORY_EPIPHYSES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IVORY_EPIPHYSES ATR EIF2AK3 ERCC6 ERCC8 PCNT PCYT1A SRCAP TONSL TRPS1 HP_IVORY_EPIPHYSES_OF_THE_PHALANGES_OF_THE_HAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_IVORY_EPIPHYSES_OF_THE_PHALANGES_OF_THE_HAND EIF2AK3 ERCC6 ERCC8 SRCAP TONSL TRPS1 HP_JAUNDICE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_JAUNDICE ABCB11 ABCB4 ABCC2 ABCD3 ACADVL ADAMTS13 ADAR AKR1D1 ALDOA ALDOB ALG6 AMACR ANK1 APC2 ARL13B ATP11C ATP6AP1 ATP6AP2 ATP7A ATP7B ATP8B1 BAAT BRCA1 BRCA2 CA5A CALR CASK CASR CCDC115 CDAN1 CDIN1 CDKN2A CFTR CLDN1 COG7 COX4I2 CPA1 CPOX CTCF CTRC CYP27A1 CYP7B1 DCDC2 DEF6 DGUOK DHFR DPAGT1 DUOX2 DUOXA2 DZIP1L EIF2AK3 EPB41 EPB42 ETFA ETFB ETFDH F5 FCGR3B FLI1 FOCAD G6PD GALE GALK1 GALM GALT GCLC GH1 GLRX5 GPI GPR35 GYPC HBB HBG2 HESX1 HK1 HMGCL HNF1B HSD3B7 HTRA2 HYOU1 IARS1 IER3IP1 IFIH1 IL12A IL12RB1 IL18BP IL2RG IRF5 IYD JAG1 JAK2 KCNN4 KIF12 KIF23 KMT2D KMT2E KRAS KRT18 KYNU LBR LHX3 LHX4 LIPA LPL LSM11 LYST MED12 MMACHC MMEL1 MPV17 MST1 MYO5B NAA10 NBAS NKX2-5 NPC1 NPC2 NR1H4 NSD1 OCLN PALB2 PALLD PARS2 PAX8 PEPD PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PFKM PIEZO1 PIGA PKD2 PKHD1 PKLR POLG POLG2 POU1F1 POU2AF1 PRF1 PRKAR1A PROP1 PRPS1 PRSS1 PRSS2 PTPN3 RAB27A RABL3 RHAG RHCE RHD RINT1 RNASEH2A RNASEH2B RNASEH2C RNU4ATAC RNU7-1 SAMHD1 SEC23B SEMA4D SERPINA1 SETD2 SKIC3 SLC10A1 SLC16A2 SLC25A13 SLC26A4 SLC2A1 SLC30A10 SLC37A4 SLC44A1 SLC4A1 SLC51B SLC5A5 SLCO1B1 SLCO1B3 SMAD4 SMPD1 SP110 SPIB SPINK1 SPOP SPTA1 SPTB SPTBN1 STX11 STXBP2 TBX19 TCF4 TFAM TG TNFSF15 TNPO3 TP53 TPI1 TPO TREX1 TRHR TRMU TSHB TSHR TTC26 TULP3 UGT1A1 UNC13D UNC45A UROS USP53 VIPAS39 VPS33B YARS1 ZFYVE19 HP_JAW_HYPERREFLEXIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_JAW_HYPERREFLEXIA AP4M1 GCH1 NRCAM SPG21 SPTLC1 HP_JERKY_HEAD_MOVEMENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_JERKY_HEAD_MOVEMENTS CACNA1H DLAT GABRA1 GABRB3 GABRG2 JRK MAPT PIGT PRNP SLC2A1 VAMP1 HP_JERKY_OCULAR_PURSUIT_MOVEMENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_JERKY_OCULAR_PURSUIT_MOVEMENTS AARS1 GBA2 GDAP2 KCNC3 PLD3 PRNP SPTBN2 SYNE1 TTBK2 HP_JOINT_CONTRACTURE_OF_THE_3RD_FINGER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_JOINT_CONTRACTURE_OF_THE_3RD_FINGER COL1A1 MED25 NEDD4L PLOD3 SLC26A2 SMC1A TBX2 HP_JOINT_CONTRACTURE_OF_THE_4TH_FINGER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_JOINT_CONTRACTURE_OF_THE_4TH_FINGER ASXL3 FBXW11 KDM5B SIN3A TBX2 TLK2 HP_JOINT_CONTRACTURE_OF_THE_5TH_FINGER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_JOINT_CONTRACTURE_OF_THE_5TH_FINGER ARPC4 AUTS2 CTCF FBXW11 GJA1 HOXD13 JARID2 KDM5B KMT2B LIFR PIGL PITX1 PYROXD1 SLC29A3 TMEM218 ZDHHC9 HP_JOINT_CONTRACTURE_OF_THE_HAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_JOINT_CONTRACTURE_OF_THE_HAND ACTA1 ACTG2 ADAMTS3 ADAMTSL2 ADAT3 ADGRG6 ALG3 ALX1 ALX3 AMER1 ANO5 ANTXR2 APC2 ARID1B ARPC4 ASXL3 AUTS2 BCOR BCR CANT1 CAPN3 CASZ1 CAV1 CCBE1 CCDC22 CCN2 CCN6 CCR6 CDC45 CDC6 CDH3 CDT1 CHRNG CHST3 CLCF1 CNTN1 COG5 COL11A1 COL11A2 COL12A1 COL1A1 COL2A1 COL6A1 COL6A2 COL6A3 CRKL CRLF1 CSGALNACT1 CTCF CTDP1 CUL4B DDR2 DHCR24 DHODH DLK1 DLL3 DOK7 DVL1 DVL3 DYRK1A ECE1 EED EFNB1 EMG1 ERCC1 ERCC2 ERCC5 ERCC6 EZH2 FAT4 FBN1 FBN2 FBXO28 FBXW11 FERMT1 FGD1 FGFR1 FGFR3 FHL1 FKTN FLNA FLVCR1 FZD2 GABRD GDAP1 GDF5 GJA1 GLDN GLI3 GMNN GON7 GPC3 GPC4 GPKOW H4C9 HACD1 HES7 HINT1 HK1 HLA-DRB1 HNRNPA1 HOXD13 HSPB1 HSPG2 IDS IDUA IGHMBP2 IKBKG IL6ST INF2 IPO8 IRF5 ITGA7 JARID2 KAT6B KCNAB2 KCNK9 KDM5B KDM5C KIAA0319L KIF21A KIF5A KMT2A KMT2B KRT1 KRT14 KRT16 KRT9 L1CAM LAGE3 LAMB3 LARGE1 LFNG LIFR LMBR1 LMNA LMX1B LUZP1 MAFB MAP3K20 MAP3K7 MAPK1 MBTPS2 MED12 MED25 MEG3 MEGF10 MESP2 MKS1 MMP2 MMP23B MORC2 MUSK MYBPC1 MYH3 MYL11 MYL2 MYOD1 NAA10 NALCN NDRG1 NEDD4L NEFL NLRP3 NOD2 NOG NSD1 NUP107 NUP133 NUP88 NXN OCRL ORC1 ORC4 ORC6 OSGEP PAX3 PDGFRB PDPN PDXK PEX1 PEX5 PEX6 PHGDH PIEZO2 PIGL PITX1 PLEKHG5 PLOD3 PMP22 POLR3A POLR3GL POR PORCN PQBP1 PRDM16 PRG4 PRKCZ PSMB8 PTRH2 PYROXD1 RAB23 RAB3GAP1 RAPSN RERE RIPPLY2 ROR2 RPL10 RTL1 RTTN SCARF2 SCN4A SELENON SETD2 SH3PXD2B SHH SIGMAR1 SIN3A SKI SLC18A3 SLC26A2 SLC29A3 SLC35A2 SLC35A3 SLC39A13 SMAD3 SMARCAD1 SMC1A SMG9 SMOC1 SOX9 SPEN SUZ12 SVIL SYNE1 TBC1D2B TBR1 TBX15 TBX2 TBX3 TCTN3 TDO2 TGDS TGFB3 TGFBR1 TGFBR2 TLK2 TMEM218 TMEM70 TNNI2 TNNT3 TOR1AIP1 TP53RK TP63 TPM2 TPM3 TPRKB TRPS1 TRPV4 TUBA1A TUBB3 TWIST2 UBA1 UBE4B UPF3B UROS WDR4 WDR73 WNT5A XYLT1 YRDC ZDHHC9 ZMPSTE24 ZNF407 HP_JOINT_DISLOCATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_JOINT_DISLOCATION AARS1 ABCC9 ACTA1 ADAMTS2 ADAMTSL2 AEBP1 AFF3 AGRN AKT1 ALDH18A1 ALG9 ANKH APC ARF1 ARFGEF2 ARID1B ARNT2 ARVCF ASXL1 ATAD1 ATP6V0A2 ATP6V1A ATP6V1E1 ATP7A ATR B3GALT6 B3GAT3 B4GALT7 BAZ1B BCL7B BGN BICD2 BMP1 BPNT2 BRCA1 BRCA2 BRD4 BRIP1 BUD23 C12orf57 C1R C1S CANT1 CARS1 CCDC47 CCDC8 CD96 CDC45 CDC6 CDON CDT1 CEP85L CFL2 CHAT CHRM3 CHRNA1 CHRND CHRNG CHST11 CHST14 CHST3 CLCN3 CLCN7 CLIP2 CLTCL1 COL12A1 COL13A1 COL1A1 COL1A2 COL25A1 COL27A1 COL2A1 COL3A1 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 COLEC10 COLEC11 COMT COX8A CPLX1 CREBBP CSGALNACT1 CTBP1 CUL7 DHCR7 DHODH DISP1 DLL1 DNAJC21 DNAJC30 DNASE1L3 DONSON DPYSL5 DSE DSTYK DVL1 DVL3 EBP ECEL1 EFEMP2 EIF2AK3 EIF4A3 EIF4H ELN EP300 ERCC1 ERCC2 ERCC3 ERCC4 ERGIC1 ERMARD EXOC6B EXOSC3 EXT1 EXTL3 EYA1 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FBLN1 FBLN5 FBN1 FBN2 FBXL3 FGF8 FGFR1 FGFRL1 FHL1 FIG4 FKBP6 FKRP FLI1 FLNA FLNB FOXH1 FUT8 FZD2 GAS1 GCDH GDF5 GEMIN4 GJA1 GLI2 GLI3 GLRA1 GLRB GMNN GMPPB GNB2 GNPTAB GORAB GP1BB GPC3 GPC4 GPC6 GPHN GSC GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GZF1 HACD1 HACE1 HDAC4 HDAC8 HGD HIRA HK1 HNRNPH1 HOXA11 HPRT1 HSPG2 IARS2 IFIH1 IFITM5 IL6ST INPP5K IPO8 ITGA7 JMJD1C KANSL1 KAT6B KDM6A KIF22 KLHL41 KMT2D L1CAM LARGE1 LBR LETM1 LIMK1 LMNA LMOD3 LMX1B LONP1 LRP4 LTBP1 LYSET MAB21L2 MACF1 MACROH2A1 MAD2L2 MAFB MAP1B MAP3K20 MAP3K7 MASP1 MBTPS2 MCTP2 METTL27 MKKS MLXIPL MPLKIP MYH3 MYH8 MYL2 MYO9A NAA10 NAE1 NCF1 NEB NEDD4L NFIX NGLY1 NIPBL NKX3-2 NLRP3 NODAL NOG NOTCH2 NSD2 NSDHL NXN OBSL1 OCRL ORC1 ORC4 ORC6 OSGEP PAFAH1B1 PALB2 PIEZO2 PIGL PITX1 PKDCC PLCH1 PLOD1 POLR3B POMT1 POMT2 PORCN PPP2R5D PRKACB PRKAR1A PTCH1 PTEN PTRH2 PUF60 PYCR1 PYCR2 RAD21 RAD51 RAD51C RBM8A RECQL4 RFC2 RFWD3 RNF113A RNU4ATAC ROR2 RREB1 RUNX2 RYR1 RYR3 SALL4 SCARF2 SCYL2 SEC24C SEC31A SELENON SF3B4 SHH SHOX SHROOM4 SIL1 SIX1 SIX3 SKI SLC10A7 SLC12A2 SLC18A3 SLC25A1 SLC26A2 SLC2A10 SLC35A3 SLC35B2 SLC39A13 SLC5A7 SLC6A5 SLC6A9 SLX4 SMARCA2 SMC1A SMC3 SMO SMOC1 SNAP25 SNRPB SOX9 SPARC SRCAP SSR4 STAG2 STIL STX1A STXBP1 SYNE1 SYT2 TARS1 TBCD TBL2 TBX1 TBX15 TBX4 TCTN3 TDGF1 TELO2 TFE3 TGDS TGFBR1 TGFBR2 TGIF1 THRA TMEM270 TMTC3 TNFRSF11B TNNT3 TONSL TOR1A TPM2 TPM3 TRIM8 TRPS1 TTC26 UBA2 UBE2A UBE2T UBE3B UFD1 USP9X VAC14 VAMP1 VDR VPS37D WNT5A WNT7A XRCC2 XYLT1 YWHAE YY1 ZC4H2 ZIC2 ZIC3 ZMPSTE24 ZNF469 HP_JOINT_HEMORRHAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_JOINT_HEMORRHAGE F10 F11 F13A1 F13B F2 F5 F7 F8 F9 GGCX LMAN1 MCFD2 PLAU SERPINE1 SERPINF2 VWF WAS HP_JOINT_HYPERFLEXIBILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_JOINT_HYPERFLEXIBILITY ABCC6 ADAMTS2 ADAMTSL2 ALDH18A1 ANTXR1 ARVCF ATP7A ATR ATRIP B4GALT7 BAZ1B BCL7B BCR BUD23 C1R C1S CANT1 CBL CCDC8 CDC45 CDC6 CDT1 CENPE CENPJ CEP152 CLIP2 COL18A1 COL1A1 COL1A2 COL2A1 COL3A1 COL9A1 COL9A2 COL9A3 COMT CRKL CRTAP CSGALNACT1 CTNND2 CUL4B CUL7 DNA2 DNAJC30 EED EFNB1 EIF4H ELN ENPP1 EXT1 EZH2 FBN1 FGD1 FGFR3 FKBP6 FLNA FLNB GDF5 GMNN GORAB GP1BB GTF2I GTF2IRD1 GTF2IRD2 HDAC4 HIRA HNF1B HOXD13 HRAS IFT122 IFT43 IFT52 IL6ST IPO8 JMJD1C KAT6B KDM6A KMT2D KRAS LBR LIG4 LIMK1 LMNA LONP1 LZTR1 MAPK1 MED12 METTL27 MLXIPL MRAS NCF1 NFIX NOTCH2 NOTCH3 NPR2 NRAS NSD1 NSUN2 NUP85 OBSL1 OCRL ORC1 ORC4 ORC6 P4HB PAK2 PAX2 PCNT PHF6 PIK3CA PIK3R1 PLK4 PLOD1 PRDM5 PTCH1 PTDSS1 PTEN PTHLH PTPN11 PYCR1 RAD21 RAF1 RASA2 RBBP8 RFC2 RIT1 RMRP RPS6KA3 RRAS RRAS2 RREB1 RYR1 SATB2 SEC23A SEC24C SEC24D SEMA5A SKI SLC26A2 SLC2A10 SLC6A8 SLC9A6 SMOC1 SOS1 SOS2 SPRED2 STAT3 STX1A SUZ12 TAB2 TBL2 TBX1 TGDS TGFB2 TGFBR1 TGFBR2 TMEM270 TNXB TRAIP TRIP11 TRPS1 UBE3A UFD1 UPF3B USP9X VPS13B VPS37A VPS37D WASF1 WDR19 WDR35 XYLT1 XYLT2 ZDHHC9 ZNF469 HP_JOINT_HYPERMOBILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_JOINT_HYPERMOBILITY ABCC6 ABL1 ADAMTS2 ADAMTSL2 ADGRL1 AEBP1 ALDH18A1 AMMECR1 ANKRD17 ANKRD55 ANTXR1 ARF1 ARFGEF2 ARVCF ASAH1 ATN1 ATP6AP1 ATP6V0A2 ATP6V1B2 ATP7A ATP7B ATR ATRIP B3GALT6 B3GAT3 B4GALT7 BAZ1B BCL11A BCL7B BCR BGN BMP1 BRAF BRPF1 BUD23 C1R C1S CAMK2A CAMTA1 CANT1 CBL CCDC8 CD247 CDC42BPB CDC45 CDC6 CDK13 CDT1 CENPE CENPJ CEP152 CHAMP1 CHST3 CLIP2 COL11A1 COL12A1 COL18A1 COL1A1 COL1A2 COL2A1 COL3A1 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 COL9A1 COL9A2 COL9A3 COLEC11 COMP COMT CREB3L1 CREBBP CRKL CRTAP CSGALNACT1 CSNK2A1 CTNND2 CUL4B CUL7 DBH DHX30 DLK1 DNA2 DNAJC21 DNAJC30 DNMT3A DPYD DPYSL5 ECEL1 EED EFEMP2 EFNB1 EIF4H EIF5A ELN EMILIN1 ENPP1 EP300 ERMARD EXT1 EZH2 FARSA FBLN5 FBN1 FGD1 FGFR3 FKBP14 FKBP6 FLNA FLNB GAN GDF11 GDF5 GJA5 GJA8 GMNN GNB1 GNB2 GNE GORAB GP1BB GTF2I GTF2IRD1 GTF2IRD2 GTPBP2 GZF1 H4C5 H4C9 HDAC4 HEPHL1 HIRA HNF1B HOXD13 HRAS HYAL1 IARS2 IFITM5 IFT122 IFT43 IFT52 IL1RAPL1 IL2RA IL2RB IL6ST IPO8 JMJD1C KANSL1 KAT6B KCNH1 KCNMA1 KCNN3 KDELR2 KDM1A KDM3B KDM6A KDM6B KMT2A KMT2D KRAS LBR LIG4 LIMK1 LMNA LMNB2 LMX1B LONP1 LOX LRP5 LZTR1 MAMLD1 MAN1B1 MAP1B MAP3K7 MAPK1 MBTPS2 MED12 MEFV MEG3 METTL27 MLXIPL MRAS MTM1 NAE1 NCF1 NEDD4L NEPRO NF1 NFASC NFIX NGLY1 NLRP1 NOTCH2 NOTCH3 NPR2 NRAS NSD1 NSDHL NSUN2 NUP85 OBSL1 OCRL ORC1 ORC4 ORC6 OTUD6B P4HB P4HTM PAK2 PAX2 PCGF2 PCNT PGM2L1 PGM3 PHF6 PHIP PIGG PIGP PIGT PIGU PIK3CA PIK3R1 PKDCC PLAA PLK4 PLOD1 POLR3A PPP1CB PPP2R1A PRDM5 PROKR2 PRR12 PTCH1 PTDSS1 PTEN PTHLH PTPN11 PTPN2 PTPN22 PUF60 PYCR1 PYCR2 PYROXD1 RAB3GAP1 RAB3GAP2 RAD21 RAF1 RASA2 RBBP8 RFC2 RIN2 RIT1 RMRP RNF13 RPS6KA3 RRAS RRAS2 RREB1 RSPRY1 RTL1 RYR1 SATB1 SATB2 SCUBE3 SEC23A SEC24C SEC24D SEMA5A SET SETD1A SHANK3 SIN3A SIN3B SKI SLC10A7 SLC26A2 SLC2A10 SLC35A2 SLC39A8 SLC6A8 SLC9A6 SMOC1 SMS SON SOS1 SOS2 SP7 SPART SPRED2 SRCAP STAT3 STAT4 STX1A SUZ12 TAB2 TAF1 TANC2 TAOK1 TBL2 TBX1 TCF12 TENT5A TET3 TGDS TGFB2 TGFB3 TGFBR1 TGFBR2 TLK2 TMCO1 TMEM270 TMTC3 TNFRSF1A TNNC2 TNRC6B TNXB TOGARAM1 TRAIP TRIP11 TRPS1 TTC26 UBE3A UFD1 UPF3B USP9X VAMP1 VPS13B VPS37A VPS37D WASF1 WDR19 WDR35 WNT1 XYLT1 XYLT2 YARS1 YY1 ZBTB20 ZDHHC9 ZMIZ1 ZMYM2 ZNF341 ZNF469 HP_JOINT_LAXITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_JOINT_LAXITY ACAN ADAMTS2 ADNP AEBP1 AGA AGRN AHDC1 ALDH18A1 ALG14 ALG2 AP1G1 AP4B1 AP4E1 AP4M1 AP4S1 APC2 ARCN1 ARID1A ARID1B ARID2 ASPH ATP6V0A2 ATP6V1A ATP6V1E1 ATP7A B3GALT6 B3GLCT B4GALT7 BAZ1B BCL7B BGN BICRA BUD23 C12orf4 C1R CANT1 CBL CCDC47 CCNQ CDC45 CEP104 CHAT CHD3 CHD7 CHST14 CLIP2 COL12A1 COL13A1 COL1A1 COL1A2 COL2A1 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 COMP CREBBP CSGALNACT1 CTSK CUL4B DCHS1 DCPS DDB1 DDRGK1 DDX3X DEAF1 DLG4 DLK1 DNAJC30 DPAGT1 DPF2 DSE DUSP6 EED EFEMP2 EFNB1 EIF4H ELN EN1 EP300 ERMARD EXOC6B FARSB FAT4 FBLN5 FBXL3 FGD1 FGF17 FGF8 FGFR1 FGFR3 FKBP10 FKBP6 FLNA FLNB FMR1 FOCAD GALNS GATA1 GATAD2B GFPT1 GJA5 GJA8 GLB1 GMPPB GNB2 GNRH1 GNRHR GPC4 GRIA3 GTF2I GTF2IRD1 GTF2IRD2 H3-3A H3-3B HERC1 HNRNPH1 HNRNPH2 HNRNPK HS6ST1 HYMAI IARS1 IFT122 IFT43 IPO8 JARID2 KANSL1 KCNJ2 KCNJ5 KDM6A KIF22 KISS1 KISS1R KMT2A LIMK1 LONP1 LOX LRP5 LTBP1 LTBP4 MAN1B1 MAN2B1 MAP2K2 MAP3K20 MAP3K7 MAPK1 MARS1 MCTP2 MED12 MEG3 METTL27 MICU1 MKS1 MLXIPL MRE11 MSTO1 MYO9A NANS NCF1 NHLH2 NKAP NONO NOTCH2 NPR2 NPR3 NSD1 NSMF ORC1 OTX2 P3H1 PAX2 PDE4D PEX2 PHIP PIGG PIGP PIGS PIK3CA PIK3R1 PLAGL1 PLOD1 PMM2 POGZ POLR3GL PORCN PPP1R15B PROK2 PROKR2 PTDSS1 PTEN PUF60 PUS1 PYROXD1 RAB3GAP2 RAC1 RAI1 RECQL RET RFC2 RFX7 RIN2 RMRP RNF125 ROR2 RTL1 RUSC2 RYR1 SATB2 SEC23A SERPINF1 SERPINH1 SETD2 SHOC2 SIN3A SKI SLC18A3 SLC25A1 SLC2A10 SLC35B2 SLC39A13 SLC5A7 SLC6A9 SMAD3 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SNAP25 SOBP SOX11 SOX4 SOX9 SPARC SPRY4 SPTBN1 SRCAP STAC3 STAG1 STRADA STX1A SYT1 SYT2 TAC3 TACR3 TBL1XR1 TBL2 TBR1 TCTN3 TDO2 TELO2 TENT5A TGDS TGFB2 TGFBR1 TGFBR2 THOC2 TMEM165 TMEM270 TONSL TRIM8 TRIP4 TRMT10A TUBB3 UBR1 USB1 USP9X VAMP1 VPS37D WDR11 WDR35 XYLT1 YWHAG ZNF469 HP_JOINT_STIFFNESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_JOINT_STIFFNESS ACTB ACTG1 ACTG2 ADAMTS10 ADAMTS17 ADAMTS2 ADAMTSL2 ADAMTSL4 AGA AKT1 ALDH3A2 ANKRD55 ANTXR2 ARSB ASPA ASPN ATAD1 ATRX BANF1 BAZ1B BCL7B BMP6 BMPR1B BRD4 BUD23 CASZ1 CBS CCN6 CD244 CD247 CHMP1A CHST11 CIITA CISD2 CLIP2 COL1A1 COL1A2 COL2A1 COMP DEAF1 DKK1 DNAJC30 EED EIF4H ELN EMD EMG1 EPG5 ERCC1 ERCC2 ERCC5 ERCC6 EZH2 FBN1 FBN2 FGF9 FGFR3 FHL1 FKBP10 FKBP6 FLII FLNA FUZ GABRD GDF5 GLB1 GLRA1 GLRB GNPTG GNS GPHN GTF2I GTF2IRD1 GTF2IRD2 GTPBP2 GUSB HDAC8 HFE HGD HGSNAT HLA-B HLA-DRB1 HPGD HSPG2 IDH1 IDH2 IDUA IL10 IL2RA IL2RB INPPL1 IQSEC2 IRF6 KCNAB2 KRT83 L1CAM LEMD3 LIMK1 LMNA LSS LTBP2 LTBP3 LUZP1 MACROH2A1 MAN2B1 MATN3 MECP2 METTL27 MFN2 MLXIPL MMP13 MMP23B MMP9 MTX2 MYBPC1 MYH3 NAE1 NAGLU NALCN NCF1 NDE1 NDUFS3 NEK9 NFKBIL1 NIPBL NOG NPR2 NSD1 OCRL P4HA2 PAX3 PCYT1A PDPN PIEZO2 PITX1 PLA2G6 PLOD2 PNKD POMT1 PPP1R12A PRDM16 PRG4 PRKCZ PRRT2 PTEN PTF1A PTH1R PTPN2 PTPN22 RAB18 RAB3GAP1 RAB3GAP2 RAD21 RAI1 RECQL4 RERE RFC2 RNU4ATAC SALL4 SCUBE3 SETBP1 SF3B4 SGSH SH3PXD2B SHOX SKI SLC22A4 SLC26A2 SLC6A5 SMAD4 SMC1A SMC3 SPEN STAT4 STING1 STX1A SUMF1 SUZ12 SYNE1 SYNE2 TBC1D20 TBL2 TBX3 TBX5 TGDS TMEM270 TMEM43 TNNI2 TNNT3 TPM2 TRAPPC2 TRPV4 UBE4B USB1 VANGL1 VAPB VPS33A VPS37D WFS1 WRN ZMPSTE24 HP_JOINT_SUBLUXATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_JOINT_SUBLUXATION ADAMTS2 ARSL B3GALT6 BPNT2 CHD7 COL1A1 COL1A2 COL2A1 COL5A1 DCHS1 DDR2 EFEMP2 FBLN5 FLNB GALNS GLB1 GLI3 HNRNPH1 IDUA IFIH1 KIF22 LTBP1 MADD MMP2 PLOD1 PUF60 RIGI RMRP TNXB XYLT1 HP_JOINT_SWELLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_JOINT_SWELLING ACP5 AIP ANKH ANKRD55 ASAH1 ATP7B BMP6 BTNL2 CCN6 CD244 CD247 CHEK2 CIITA COL1A1 COL5A1 COL5A2 DDR2 F8 FGA FGB FGG GNB2 GPR101 HFE HGD HLA-B HLA-DRB1 HPGD IL10 IL1RN IL2RA IL2RB IL6 LACC1 LPIN2 MEFV MIF NFKBIL1 NOD2 OCRL OTULIN PTPN2 PTPN22 RB1 SLC22A4 SLCO2A1 STAT4 SYK TNFRSF11B TNFRSF1A TP53 TRAPPC2 HP_JUNCTIONAL_ECTOPIC_TACHYCARDIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_JUNCTIONAL_ECTOPIC_TACHYCARDIA CITED2 COX7B HCCS MT-CYB NDUFB11 HP_JUVENILE_ASEPTIC_NECROSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_JUVENILE_ASEPTIC_NECROSIS ACAN ACTB ACTG1 ADAMTS2 ADAMTSL2 ATP7A COL1A1 COL1A2 COL2A1 COL9A2 COMP CREBBP DVL1 DVL3 DYRK1A EP300 EXT1 FGFR1 FN1 FZD2 INPP5K KRAS LMX1B MATN3 MMP13 NEK9 ORC1 PHF6 RAB3GAP2 RAD21 SIL1 SKIC3 SLC2A10 SMAD3 SRCAP TINF2 TONSL TREX1 TRPS1 TRPV4 UFSP2 UNC45A WNT5A HP_JUVENILE_CATARACT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_JUVENILE_CATARACT ADNP ANAPC1 CYP27A1 FAR1 LEMD2 MECP2 NACC1 RDH11 RECQL4 SPTBN1 TGM3 HP_JUVENILE_MYELOMONOCYTIC_LEUKEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_JUVENILE_MYELOMONOCYTIC_LEUKEMIA ARHGAP26 BRAF CBL KRAS MAP2K1 NF1 NRAS PTPN11 HP_JUVENILE_ONSET https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_JUVENILE_ONSET AAAS AARS1 AARS2 ABCA4 ABCB7 ABHD12 ACO2 ACP5 ACTC1 ACTN2 ADA2 ADAM10 ADCY5 ADNP ADSS1 AFG3L2 AGBL5 AKAP9 ALDH18A1 ALDH5A1 ALG6 ALPK1 ANK1 ANKS6 ANLN ANO10 ANO3 ANO5 AOPEP APRT APTX ARHGEF1 ARL3 ASAH1 ASS1 ATL1 ATL3 ATN1 ATP11A ATP13A2 ATP1A1 ATP1A2 ATP1A3 ATP2B2 ATP2B3 ATP6AP2 ATP6V0A1 ATP7A ATP7B ATP8B1 AXL B2M BAAT BAG3 BAG5 BFSP1 BICD2 BIN1 BMP15 BSCL2 BTK BVES C19orf12 C1QBP C1QC C3 CACNA1A CACNA1C CACNA1H CACNB4 CALM1 CALM2 CAPN3 CARD10 CARD9 CARS2 CASK CASP10 CASQ2 CASR CAV1 CAV3 CBFB CBLIF CCDC141 CCDC39 CD19 CD4 CD46 CD55 CDH2 CEACAM16 CEBPE CFAP410 CFH CFI CHM CHP1 CHRNA1 CHRNA2 CHST6 CHST8 CIB1 CIC CIDEC CILK1 CLCN1 CLCN2 CLCN7 CLCNKB CLDN16 CLDN19 CLN3 CLN5 CLN8 CNNM2 CNTN2 COL17A1 COL2A1 COL4A3 COL6A3 COL7A1 COL9A1 COLQ COQ6 COQ8B COX20 CPA6 CRB2 CRYGS CSF1R CSTB CTNNA1 CTNNA3 CTNNB1 CTNS CYBA CYBB CYP11B1 CYP2U1 CYP7B1 DAAM2 DAB1 DBR1 DCLRE1B DDB1 DDHD1 DEF6 DGKE DHDDS DHFR DHTKD1 DIABLO DIAPH1 DIAPH3 DKC1 DMD DNAH9 DNAJC3 DNAJC30 DNAJC6 DNASE1L3 DNM1L DNM2 DOK7 DPM3 DPYD DSC2 DSG2 DSP DUSP6 DUT DYSF DZIP1L EFHC1 EGR2 EIF2AK2 EIF2AK4 EIF2B1 EIF2B4 ELF4 EMD ENPP1 EPRS1 ERCC4 ERCC6L2 ESR1 EXT1 EXT2 FA2H FANCM FBN1 FDPS FDX2 FDXR FEZF1 FGF17 FGFR3 FHL1 FIG4 FKTN FLNC FLRT3 FN1 FOCAD FOXC1 FOXD3 FSHR FTL FXN G6PD GABRA3 GAL GALNS GALNT3 GAN GANAB GBA2 GCDH GCK GFAP GFPT1 GIMAP5 GJC2 GK GLA GLB1 GNAL GNAS GNB4 GNPTAB GNRH1 GNRHR GPNMB GTPBP3 H6PD HADHB HAVCR2 HCN4 HGSNAT HINT1 HK1 HPCA HPDL HPRT1 HPS3 HPS5 HSCB HSD11B1 HSPB8 HTRA1 HYAL1 HYDIN IBA57 IDH3A IDS IFIH1 IFNAR1 IFT140 IGHMBP2 IKZF1 IL36RN IL6ST IMPG2 INF2 INSR IRF2BPL IRF3 ISCU ITK ITPR1 JAG2 KCNA1 KCNC1 KCND3 KCNJ2 KCNK3 KCNMA1 KCNN2 KCNQ1 KCNT1 KCTD17 KIF12 KIF1A KIF1C KIRREL1 KISS1 KISS1R KIZ KLF1 KMT2B KPTN KRT16 LAMA2 LAMC3 LAMP2 LDHA LGI1 LIG3 LIPA LITAF LMBRD1 LMNA LMNB2 LMX1B LOX LPIN1 LRIG2 LRP12 LTBP2 LYRM7 MACF1 MAF MAFA MAFB MAGT1 MAP1B MAPKBP1 MARCHF6 MARS2 MBD4 MCCC1 MCCC2 MCM3AP MCM6 MCM9 MECR MEFV MFN2 MFSD8 MGME1 MICAL1 MIEF2 MLIP MMP13 MMP2 MOCOS MORC2 MPV17 MPZ MPZL2 MRE11 MRPS22 MSH5 MTRFR MVK MYBPC3 MYH14 MYH7 MYH9 MYL3 MYMK MYO1E MYOZ2 MYPN MYRF NAGLU NCF1 NCF2 NDUFAF6 NDUFS3 NDUFS8 NEFL NEXN NFKB1 NGF NHLH2 NHP2 NLRP3 NPC1 NPHP1 NPHS2 NR0B1 NR2E3 NRCAM NRIP1 NT5C2 NUP107 NUP133 NUP160 NUP85 OBSCN OFD1 OGDHL ORAI1 OTC OTULIN OXGR1 P2RX2 P4HA2 PANK2 PANK4 PAPPA2 PAX8 PAX9 PDCD10 PDE11A PDE6H PDGFB PDGFRB PDK3 PDXK PET117 PEX10 PEX7 PFKM PGK1 PHKA2 PHKG2 PI4KA PIDD1 PIK3CD PIK3CG PIK3R1 PIK3R5 PKD2 PLA2G6 PLCE1 PLEKHG5 PLP1 PMP2 PMP22 PMVK PNKP PNPLA6 POLE POLG POLR3A POLR3B POMGNT1 POMGNT2 PPA2 PPARG PPP2CA PPT1 PRDM16 PRDX3 PRICKLE1 PRKAG2 PRKAR1A PRKG2 PRKN PRKRA PROC PRPF4 PRPF8 PRRT2 PSENEN PSMC3IP PTF1A PTPRO PTPRQ PYGM PYROXD1 RAB28 RAB7A RAF1 RCBTB1 REEP1 REEP2 REEP6 RELN REST RETREG1 RHBDF2 RIGI RIPOR2 RNF216 RORB RP1 RP2 RPA1 RPS10 RRAGD RYR1 RYR2 RYR3 SAMD9L SBF1 SBF2 SCARB2 SCN1A SCN4A SCN4B SCN5A SCN9A SCNN1B SCNN1G SCP2 SDHD SEC23B SEC61A1 SEMA3E SERPINB7 SETX SFRP4 SGCA SGCB SGCD SGCE SGCG SGO1 SGPL1 SH3BP2 SH3TC2 SHANK3 SIGMAR1 SLC12A3 SLC12A5 SLC13A3 SLC16A1 SLC17A9 SLC19A1 SLC19A2 SLC19A3 SLC25A15 SLC25A19 SLC26A3 SLC2A1 SLC2A10 SLC30A9 SLC34A2 SLC37A4 SLC39A14 SLC39A5 SLC4A1 SLC4A3 SLC52A3 SLC5A6 SLC5A7 SLC6A1 SLC6A2 SLC7A6OS SLCO2A1 SMAD9 SMN1 SMN2 SMPD1 SNORD118 SOCS1 SOHLH1 SPG11 SPIDR SPRY4 SPTLC1 SPTLC2 SRA1 SSBP1 STAT1 STAT3 STIM1 STK4 STN1 STT3A STX1B SVIL SYNE2 TACO1 TBC1D8B TBK1 TBX18 TCF4 TDP1 TECRL TERT TGFB1 TGFB3 TGFBI TGFBR1 THAP1 THRB TIE1 TINF2 TLCD3B TLR3 TLR7 TLR8 TMC1 TMEM126B TMEM151A TMEM53 TNC TNFAIP3 TNFRSF4 TNFRSF9 TNNC1 TNNI3 TNNT1 TNNT2 TNPO3 TOM1 TOR1AIP1 TPM2 TPM3 TRAF3IP2 TRAPPC2 TRDN TRPM3 TRPV4 TTBK2 TTC19 TTPA TUB TUBA3D TUBB4A TULP3 TWNK TYMP TYMS UBA5 UBAP1 UBQLN2 UCHL1 UMOD UNC13D USP48 USP53 VAMP1 VHL VPS16 WARS1 WARS2 WDR11 WDR19 WFS1 WRN XPA YEATS2 ZMYND10 ZNF408 ZNF513 ZNFX1 ZSWIM7 HP_JUVENILE_RHEUMATOID_ARTHRITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_JUVENILE_RHEUMATOID_ARTHRITIS ACP5 DCLRE1C HLA-DRB1 IL6 LACC1 MIF HP_J_SHAPED_SELLA_TURCICA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_J_SHAPED_SELLA_TURCICA ADAMTSL2 GNPTAB GUSB IDUA MAF MTX2 OBSL1 PLOD3 POP1 RMRP SLC17A5 TRIM37 VPS33A HP_KELOIDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_KELOIDS APC ATP7A COL17A1 COL7A1 CREBBP EP300 FLNA LEMD3 MAP3K7 NOTCH3 OCRL PDGFRB HP_KERATITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_KERATITIS AARS1 ABCA12 AEBP1 AIRE ALOX12B ALOXE3 BTNL2 C4A CARS1 CCR1 CERS3 CLTCL1 COL17A1 COL4A5 COL4A6 CRLF1 DDB2 EPCAM ERAP1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 FAS FBN1 FGF10 FGFR2 FGFR3 GATA1 GJB2 GJB6 GSN GTF2E2 GTF2H5 HLA-B HLA-DRB1 HLCS IARS2 IFNGR1 IKBKG IL10 IL12A IL12A-AS1 IL23R IL6ST KLRC4 LBR MAB21L1 MBTPS2 MEFV MPLKIP MTTP NIPAL4 NLRP1 NLRP3 NOD2 NTRK1 PAX6 PERCC1 PLEC PNPLA1 POLH RECQL RNF113A RNF125 SCN9A SDR9C7 SLC35C1 SREBF1 STAT4 SULT2B1 TARS1 TGM1 TLR4 TP63 UBAC2 UROD UROS WAS WIPF1 XPA XPC ZEB1 HP_KERATOACANTHOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_KERATOACANTHOMA ERCC4 KRT5 POFUT1 POGLUT1 PSENEN HP_KERATOCONJUNCTIVITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_KERATOCONJUNCTIVITIS AARS1 AEBP1 AIRE BTNL2 C4A CARS1 CCR1 COL17A1 ERAP1 ERCC2 ERCC3 ERCC6 ERCC8 FAS FBN1 FGF10 FGFR2 FGFR3 GATA1 GJB2 GJB6 GSN GTF2E2 GTF2H5 HLA-B HLA-DRB1 HLCS IARS2 IFNGR1 IL10 IL12A IL12A-AS1 IL23R KLRC4 LBR MAB21L1 MEFV MPLKIP MTTP NLRP1 NOD2 RECQL RNF113A RNF125 SCN9A SREBF1 STAT4 TARS1 TLR4 UBAC2 UROD UROS HP_KERATOSIS_PILARIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_KERATOSIS_PILARIS BRAF CARD14 COL12A1 COL6A1 COL6A2 COL6A3 FLG GJA1 GNB2 HEPHL1 KDF1 KRT16 KRT74 KRT81 KRT83 KRT86 LRP1 LZTR1 MAP2K1 MAP2K2 MARS1 MBTPS2 NLRP1 NRAS ODC1 PGM2L1 RAF1 RECQL SHOC2 SOS1 SOS2 SREBF1 WNT10A ZNF750 HP_KETOACIDOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_KETOACIDOSIS ABCC8 ACAT1 ACSF3 APPL1 ATP5F1D BLK BTD CA5A CEL CIDEC CLCNKB CYC1 DLD EIF2AK3 GCK GK HNF1A HNF4A HYMAI IL6 INS INSR ITPR3 IVD KCNJ11 KLF11 MCCC2 MMUT MRPL3 NEUROD1 OXCT1 PAX4 PDX1 PLAGL1 PTPN22 SHOX SLC12A3 SLC16A1 SUGCT ZFP57 HP_KETONURIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_KETONURIA ABCC8 ACAT1 CA5A COX14 COX16 CPT1A CYC1 FDX2 GCDH GCK GYS2 HMGCL INS KCNJ11 LETM1 LRPPRC MCCC1 MCCC2 MCEE MMAA MMAB MMACHC OXCT1 PCK1 PDX1 SDHD SLC16A1 SLC25A13 SLC2A2 STAT3 SUGCT TANGO2 HP_KETOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_KETOSIS ABCC8 ABHD5 ACADM ACAT1 ACSF3 APPL1 ATP5F1D BCKDHA BCKDHB BLK BTD CA5A CEL CIDEC CLCNKB COX6B1 CYC1 DBT DLD EIF2AK3 FBP1 GCDH GCK GHSR GK GYS2 HNF1A HNF4A HYMAI IL6 INS INSR ITPR3 IVD KARS1 KCNJ11 KLF11 LRPPRC LYRM4 MCCC2 MLYCD MMAA MMAB MMUT MRPL3 NEUROD1 OXCT1 PAX4 PDX1 PHKA2 PHKG2 PLAGL1 POLG POLG2 POLR3K PPP1R15B PTPN22 PYGL RRM2B SHOX SLC12A3 SLC16A1 SLC22A5 SLC25A4 SLC37A4 SLC5A2 SUGCT TRMT10A TWNK ZFP57 HP_KETOTIC_HYPOGLYCEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_KETOTIC_HYPOGLYCEMIA ACAD8 ACADS GYS2 HNF1A MC2R MRAP NNT PHKB SLC16A1 STAR TXNRD2 HP_KINETIC_TREMOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_KINETIC_TREMOR AARS1 ABCB7 ABHD12 ADPRS AFG3L2 AKT1 AMACR ANO10 ARSA ATCAY ATM ATP2B3 ATXN10 ATXN2 CACNA1A CACNA1C CAMTA1 CARS1 CCDC88C CSTB CTDP1 CWF19L1 ELOVL4 EPRS1 ERCC2 ERCC3 ERCC6 ERCC8 FARS2 FBXO7 FMR1 FXN GJB1 GJC2 GRIK2 GSS GTF2E2 GTF2H5 HSD17B4 HYCC1 ITM2B ITPR1 KCNJ10 KCNK4 KCNN2 KIF1C KNSTRN LEMD2 LMAN2L LMNB1 MAOA MPLKIP MRE11 NFASC NKX2-1 NONO NOP56 NOTCH2NLC OPHN1 PEX10 PI4KA PIK3CA PIK3CD PLA2G6 PLP1 PMM2 PNPLA6 POLG POLR3A POLR3B POU4F1 PPP1R15B PPP2R2B PRICKLE1 PSAP PTEN QRICH1 RARS1 RFC1 RNF113A RNU12 SACS SCARB2 SCP2 SCYL1 SEMA6B SLC25A46 SMG9 SNCA SPTBN1 SPTBN2 TARS1 TBP TECR TENM4 TGM6 TMCO1 TMEM106B TMEM240 TMEM63A TMEM70 TPK1 TPR TTR UCHL1 UFC1 VLDLR VWA3B WDR81 XPNPEP3 HP_KINKED_BRAINSTEM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_KINKED_BRAINSTEM BLTP1 FKRP FKTN LARGE1 POMT1 POMT2 HP_KNEE_CLONUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_KNEE_CLONUS GBA2 KIF5A MTRFR RTN2 SLC52A3 SPART SPG11 HP_KNEE_CONTRACTURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_KNEE_CONTRACTURE ACTA1 ALG14 ALG2 ANKLE2 ATP6V1E1 BAG3 BICD2 C19orf12 CFL2 CHRNB1 CHRNG CNTNAP1 COL12A1 COL25A1 COL6A1 COL6A2 COL6A3 COX11 CPT2 DDR2 DHX16 DMD DPAGT1 DPM1 EMD ERCC1 ERCC6 ERGIC1 ERLIN1 ERLIN2 ESCO2 FBN1 FBN2 FDFT1 FHL1 FKBP10 FLNA GFPT1 GJB2 GJB6 GLI3 GMPPB GNB2 GNPTAB HACD1 HS2ST1 IL6ST ITGA7 JAG2 KAT6B KY LBR LGI4 LIFR LMBRD2 LMX1B MAP3K20 MEGF10 MEGF8 MYH3 MYL1 MYL11 MYL2 MYO9A NALCN NEDD4L NFATC2 NT5C2 PI4KA PIEZO2 PIGA PIGY PIK3R2 PLOD2 PSAT1 PSTPIP1 PTDSS1 PTH1R RNU4ATAC RPL10 RTTN SCARF2 SCN4A SCYL2 SDHA SDHAF1 SDHB SDHD SELENON SIK3 SLC18A3 SLC25A46 SLC39A8 SNAP25 SRD5A3 SVIL SYT2 TELO2 TPM2 TPM3 TRIM2 TRPV4 UBA1 UFC1 UNC80 ZBTB20 HP_KNEE_DISLOCATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_KNEE_DISLOCATION AEBP1 B3GAT3 BPNT2 CHST3 COL1A1 EXOC6B FLNB HNRNPH1 RYR1 SLC10A7 SLC35A3 SLC35B2 SYNE1 TTC26 XYLT1 HP_KNEE_JOINT_HYPERMOBILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_KNEE_JOINT_HYPERMOBILITY COMP FGFR3 LMX1B MEFV TNFRSF1A HP_KNEE_OSTEOARTHRITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_KNEE_OSTEOARTHRITIS ANKRD55 CD247 COL11A1 COL2A1 COL9A2 IL2RA IL2RB MMP13 PRG4 PTPN2 PTPN22 SMAD2 SMAD3 STAT4 TRAPPC2 HP_KNEE_PAIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_KNEE_PAIN B2M BSCL2 COL2A1 COL9A1 COL9A2 COL9A3 COMP GJB2 GJB6 HYAL1 LMX1B MATN3 MMP13 SLCO2A1 TONSL TRAPPC2 HP_KNUCKLE_PAD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_KNUCKLE_PAD CAST GJB2 KDF1 KRT1 KRT16 KRT9 LORICRIN SMARCAD1 HP_KYPHOSCOLIOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_KYPHOSCOLIOSIS ACP5 ACTA1 ACTB AEBP1 AGRN AIFM1 AIMP1 AIMP2 AKT1 ALDH18A1 ARID2 ARSB ATAD1 ATG7 ATP6V0A2 ATP6V1A ATP6V1E1 ATRX B3GALT6 B4GALT7 BCOR BMP1 BRAF CBS CCN6 CDH11 CFL2 CHAT CHST14 CHST3 CLIC2 CLP1 COG1 COL12A1 COL13A1 COL1A2 COL2A1 CRLF1 CRPPA CTDP1 DLK1 DLL3 DNA2 DNMT3A DSE DSTYK DVL1 EBP EGR2 ELN ERCC1 ERCC2 ERCC6 EXTL3 FARS2 FBN1 FBN2 FHL1 FKBP10 FKBP14 FKRP FKTN FLNA FUT8 GDAP1 GLS GNPTAB GORAB GZF1 H1-4 HACD1 HERC1 HGSNAT HMGB3 HRAS HSPG2 HTRA1 IKBKG ITGA7 JAG1 JPH1 KCNA1 KIF22 KRAS KY LAMA2 LHX3 LMNA LRP5 MAP2K1 MAP3K20 MAPT MECP2 MEG3 MEGF8 MESD MESP2 MGAT2 MLXIPL MMP2 MPZ MRPS34 MTTP MVK MYH3 MYL2 MYO9A NAA10 NDRG1 NDUFS3 NEMF NEPRO NF1 NFIX NKX3-2 NONO NOTCH2 NRAS NSDHL NUP107 PAPSS2 PEX7 PIEZO2 PLOD1 PMM2 PMP22 PNKP POLR3A POMT1 POP1 PPP1R12A PPP1R15B PRX PTCH1 PTPN11 RAB18 RAB23 RAB3GAP1 RBM28 RECQL4 RPS6KA3 RSPRY1 RTL1 RYR1 SBF2 SELENON SETBP1 SH3PXD2B SLC10A7 SLC16A2 SLC18A3 SLC1A2 SLC25A1 SLC26A2 SLC39A13 SLC52A2 SLC5A7 SLITRK2 SMS SNAP25 SNX14 SON SOX9 SPARC SPART SPG11 SRCAP STAC3 SURF1 SYNE1 SYT2 TCTN3 TELO2 TGFB3 TMEM147 TMEM165 TNNT1 TONSL TOR1A TPM2 TPM3 TRAPPC2 TRMT10A TRPV4 TTI2 TUBB3 TUBB4A UBA1 VAMP1 WDR11 WDR45B ZMPSTE24 HP_KYPHOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_KYPHOSIS AARS1 ABCC6 ABL1 ACP5 ACTA1 ACTB AEBP1 AGA AGRN AIFM1 AIMP1 AIMP2 AIP AKT1 ALDH18A1 ALDH3A2 ALG1 ALG9 ALMS1 AMER1 ANKRD11 AP1G1 APC2 ARID1B ARID2 ARSB ARSL ASXL2 ATAD1 ATG7 ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 ATP7A ATRX AUTS2 B3GALT6 B4GALT7 BAZ1B BCL7B BCOR BGN BICD2 BIN1 BMP1 BRAF BUD23 CANT1 CARS1 CASZ1 CBS CCDC22 CCDC32 CCDC8 CCN6 CDH11 CDKL5 CFL2 CHAT CHRNG CHST14 CHST3 CLCF1 CLIC2 CLIP2 CLP1 COG1 COL12A1 COL13A1 COL1A1 COL1A2 COL2A1 COL6A1 COL6A2 COL6A3 COMP COPB1 CPLX1 CRLF1 CRPPA CRTAP CSF1R CTBP1 CTDP1 CTSK CUL4B CUL7 CYP27A1 DCC DHCR7 DICER1 DKK1 DLK1 DLL3 DMD DNA2 DNAJC30 DNMT3A DPYSL5 DSE DSTYK DVL1 DVL3 DYM DYRK1A EBP EGR2 EIF4H ELN EMD ERCC1 ERCC2 ERCC3 ERCC6 ERCC8 ERLIN2 EXTL3 EZH2 FA2H FARS2 FBN1 FBN2 FBXO28 FGFR3 FGFRL1 FHL1 FIG4 FKBP10 FKBP14 FKBP6 FKRP FKTN FLNA FLNB FLVCR1 FOXC2 FOXG1 FUCA1 FUT8 GABBR2 GABRD GALNS GBA1 GBA2 GDAP1 GJB1 GLB1 GLE1 GLS GNAS GNPTAB GNPTG GORAB GPR101 GRIA3 GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GTPBP2 GUSB GZF1 H1-4 H4C9 HACD1 HACE1 HDAC4 HECTD4 HERC1 HERC2 HES7 HGD HGSNAT HLA-B HMGB3 HRAS HS2ST1 HSPG2 HTRA1 HTT IDS IDUA IKBKG INPP5K IPO8 ITGA7 JAG1 JPH1 KANSL1 KCNA1 KCNAB2 KCNN3 KIF22 KLC2 KLHL41 KLLN KMT2C KMT2E KRAS KY L1CAM LAMA2 LBR LETM1 LFNG LGI3 LHX3 LIMK1 LMNA LMOD3 LRP5 LUZP1 MADD MAGEL2 MAN2B1 MAP2K1 MAP3K20 MAPK8IP3 MAPT MBTPS1 MBTPS2 MCM3AP MECP2 MED12L MED25 MEG3 MEGF8 MEIS2 MESD MESP2 METTL27 MFN2 MGAT2 MGME1 MKRN3 MLXIPL MMP14 MMP2 MMP23B MPLKIP MPZ MRPS34 MTTP MVK MYH3 MYL2 MYO1H MYO9A NAA10 NARS1 NCF1 NDRG1 NDUFAF1 NDUFAF4 NDUFS3 NEB NELFA NEMF NEPRO NEU1 NF1 NFIX NKX3-2 NONO NOTCH2 NOTCH3 NPAP1 NPR2 NRAS NSD1 NSD2 NSDHL NTNG1 NUP107 NUP88 NXN OBSL1 OCRL P3H1 P4HB P4HTM PAPSS2 PDE11A PDPN PEX7 PHF6 PHF8 PI4KA PIEZO2 PIGG PIK3C2A PIK3CA PIK3R2 PLAA PLOD1 PLOD2 PMM2 PMP22 PNKP POLD1 POLR3A POMT1 POP1 PPIB PPP1R12A PPP1R15B PRDM13 PRDM16 PRKAR1A PRKCZ PRKG2 PRPS1 PRX PTCH1 PTDSS1 PTEN PTPN11 PUF60 PUS1 PWAR1 PWRN1 RAB18 RAB23 RAB3GAP1 RAB3GAP2 RBM28 RECQL4 RERE RET RFC2 RIPPLY2 RMRP RNF113A RNU12 ROBO3 ROR2 RPS6KA3 RSPRY1 RTL1 RUNX2 RYR1 SBF2 SCARB2 SCN4A SDHB SDHC SDHD SEC23B SEC24D SELENON SETBP1 SETD2 SETD5 SH2B1 SH3PXD2B SHROOM4 SIL1 SIN3A SKI SLC10A7 SLC16A2 SLC18A3 SLC1A2 SLC25A1 SLC26A2 SLC39A13 SLC52A2 SLC52A3 SLC5A7 SLITRK2 SMARCAL1 SMC1A SMC5 SMS SNAP25 SNORD115-1 SNORD116-1 SNRPB SNX14 SON SOX9 SPARC SPART SPEN SPG11 SPRED2 SPTBN1 SRCAP SRD5A3 STAC3 STX1A SURF1 SVIL SYNE1 SYNE2 SYT2 TAF1 TARS1 TBC1D20 TBL2 TBX2 TBX5 TCF12 TCTN3 TELO2 TFAP2A TGFB1 TGFB3 TLK2 TMEM147 TMEM165 TMEM231 TMEM270 TMEM43 TNFRSF11B TNNT1 TONSL TOR1A TPI1 TPM2 TPM3 TRAPPC2 TRIO TRMT10A TRPV4 TTC5 TTI2 TUBB3 TUBB4A UBA1 UBE4B UBTF UFSP2 UPF3B USF3 USP7 USP8 VAMP1 VPS13B VPS33A VPS35L VPS37A VPS37D WASHC5 WDR11 WDR45B WDR81 WIPI2 WNT1 WNT3A XYLT2 YARS2 ZBTB20 ZC4H2 ZMPSTE24 ZNF407 HP_LABIAL_HYPERTROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LABIAL_HYPERTROPHY AGPAT2 BSCL2 ESCO2 HYMAI INSR KAT6B LMNA PLAGL1 HP_LACK_OF_INSIGHT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LACK_OF_INSIGHT CHMP2B GRN MAPT PSEN1 SQSTM1 TBP TMEM106B TREM2 TYROBP VCP HP_LACK_OF_SKIN_ELASTICITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LACK_OF_SKIN_ELASTICITY ABCA12 ABCC6 ADAMTSL2 AIP ALOX12B ALOXE3 ARMC5 ASPRV1 ATRX BGN BRAF CDH23 CDKN2A COL1A1 COL5A1 COL5A2 COPB1 CTNNB1 CUL4B CYP4F22 DLG4 EFEMP2 ENPP1 FBLN5 FBN1 GNAS HRAS IPO8 LIPN LMNA LOX LSS LTBP1 NIPAL4 NR3C1 PAH PDE11A POLD1 PRKAR1A PYCR1 SDR9C7 SMAD2 SMAD3 SMARCAD1 SPEN SULT2B1 TERT TGFB2 TGFBR1 TGFBR2 TGM1 TNXB TP53 USP48 USP8 WRN ZMPSTE24 ZNRF3 HP_LACK_OF_T_CELL_FUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LACK_OF_T_CELL_FUNCTION ADA AK2 CIITA JAK3 RFX5 RFXANK RFXAP HP_LACRIMAL_DUCT_APLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LACRIMAL_DUCT_APLASIA EYA1 FGF10 FGFR2 FGFR3 FRAS1 FREM2 GRIP1 KMT2D SIX1 TRRAP HP_LACRIMAL_DUCT_ATRESIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LACRIMAL_DUCT_ATRESIA FGFR3 IGSF3 NDUFB11 PAX3 SMCHD1 TP63 HP_LACRIMAL_DUCT_STENOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LACRIMAL_DUCT_STENOSIS CD151 EYA1 KAT6A KNSTRN MED12 PAX1 PIK3CD PPP1CB PTDSS1 SIX1 SPRED2 TCOF1 TET3 TP63 YY1 HP_LACRIMATION_ABNORMALITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LACRIMATION_ABNORMALITY AAAS ALX4 AP1B1 ATOH7 BAZ1B BCL7B BUD23 CHD7 CLDN10 CLIP2 COL17A1 COL8A2 DKC1 DNAJC30 DST EIF4H ELN ELP1 ERCC4 ERCC6 ERCC8 EYA1 FGF10 FGFR2 FGFR3 FKBP6 FOXL2 FZD4 GMPPA GRHL2 GTF2I GTF2IRD1 GTF2IRD2 HLA-DRB1 IGSF3 IL6ST KRT12 KRT3 LIFR LIMK1 LRP1 MADD MAPT METTL27 MLXIPL NCF1 NDP NGLY1 NHP2 NLRP3 NOP10 OCRL OVOL2 PARN PAX1 PAX3 PIGQ PRDM12 RFC2 SCN9A SDHD SEMA3E SEMA4A SETBP1 SIX1 SLC12A2 SLC39A14 SOX10 SREBF1 STX1A TACSTD2 TBL2 TINF2 TMEM270 TP63 TRAPPC11 TWIST2 TYMS UBR1 VPS37D VSX1 ZEB1 ZFHX2 HP_LACTICACIDURIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LACTICACIDURIA ATPAF2 BCS1L CA5A GATM LDHD LIPT1 LYRM4 MT-ATP6 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TK MT-TL1 MT-TV MT-TW NDUFA9 NDUFB10 NDUFS4 NFS1 NFU1 PDP1 PET117 SDHD SLC25A21 SUCLG1 TMEM126B TRMU HP_LACTIC_ACIDOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LACTIC_ACIDOSIS AARS2 ACAD9 AGK ALDH7A1 ALDOB ATP5F1A ATP5F1D ATP5F1E ATP5MK ATPAF1 ATPAF2 BCKDHA BCKDHB BCS1L BOLA3 C1QBP CA5A CAMKMT COA6 COA8 COQ2 COQ8A COQ9 COX10 COX15 COX16 COX6B1 COX8A CYC1 DBT DGUOK DLAT DLD DNM1L EARS2 ELAC2 ETHE1 FARS2 FBP1 FBXL4 FDX2 FH FOXRED1 G6PC1 GATB GATC GFER GTPBP3 HADH HADHA HLCS HSD17B10 IBA57 ISCU LARS1 LARS2 LIAS LIG3 LIPT1 LIPT2 LONP1 LRPPRC LYRM4 LYRM7 MARS1 MICOS13 MIPEP MLYCD MPC1 MPV17 MRPS14 MRPS16 MRPS22 MRPS34 MRPS7 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TC MT-TE MT-TF MT-TH MT-TK MT-TL1 MT-TN MT-TQ MT-TS1 MT-TS2 MT-TT MT-TV MT-TW MTO1 NADK2 NAXE NDUFA1 NDUFA10 NDUFA11 NDUFA4 NDUFA6 NDUFA8 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF6 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB7 NDUFB9 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NFU1 NSUN3 NUBPL OGDH PC PCCA PCCB PCK1 PDHA1 PDHB PDHX PDP1 PET100 PHKA2 PHKB PHKG2 PLPBP PMPCA PNPLA8 POLG PPM1B PREPL PUS1 PYGL QRSL1 RMND1 RRM2B RYR1 SCO2 SDHA SDHD SERAC1 SFXN4 SLC25A13 SLC25A19 SLC25A26 SLC25A3 SLC25A4 SLC25A42 SLC37A4 SLC3A1 SLC52A1 SQOR SUCLA2 SUCLG1 SURF1 TAFAZZIN TANGO2 TIMMDC1 TK2 TKFC TMEM126B TMEM70 TPK1 TRMT10C TRMT5 TRMU TRNT1 TSFM TUFM TYMP UQCC2 UQCC3 UQCRFS1 USP18 VARS2 WARS2 YARS2 HP_LACTOSE_INTOLERANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LACTOSE_INTOLERANCE LCT MCM6 MTOR PGM3 SATB1 HP_LACUNAR_STROKE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LACUNAR_STROKE COL4A1 COLGALT1 HTRA1 NAGA NOTCH3 PIK3C2A HP_LAGOPHTHALMOS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LAGOPHTHALMOS CDH1 CTNND1 ECEL1 HNRNPK HOXB1 LMNA MYMK NGLY1 POLR3A PRR12 RIPK4 ZMPSTE24 HP_LAMBDOIDAL_CRANIOSYNOSTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LAMBDOIDAL_CRANIOSYNOSTOSIS BMP4 ERF FGFR2 HNRNPK IL11RA KRAS MASP1 PIGT POR RAB23 RAC3 RECQL4 RNU12 SEC24D TWIST1 ZIC1 HP_LAMELLAR_CATARACT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LAMELLAR_CATARACT BFSP1 CRYBA4 CRYGB CRYGS HSF4 MIP HP_LAMINA_LUCIDA_CLEAVAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LAMINA_LUCIDA_CLEAVAGE COL17A1 COL7A1 ITGA6 ITGB4 KRT14 KRT5 LAMA3 LAMB3 LAMC2 PLEC HP_LARGE_CAFE_AU_LAIT_MACULES_WITH_IRREGULAR_MARGINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LARGE_CAFE_AU_LAIT_MACULES_WITH_IRREGULAR_MARGINS CDKN1A CDKN1B CDKN2B CDKN2C GNAS MEN1 HP_LARGE_EARLOBE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LARGE_EARLOBE BICRA BRAF CDH11 DHCR24 DOCK7 DPYD EFTUD2 EIF2S3 ELN FGD1 GJA1 HRAS MLXIPL NOTCH2 OTUD5 PGAP3 PGM2L1 PHF6 PHIP PIGY PIK3CA PLXNA1 SETBP1 SLC26A2 SMOC1 SPEN TMEM94 TPRKB TRIP12 UFC1 UGDH VPS53 WARS1 WDR4 ZEB2 HP_LARGE_FACE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LARGE_FACE ACTA1 ADAT3 ADNP AGA AGRN AHI1 AIP AKT1 ALG12 ALKBH8 ANKRD11 AP1S2 APC APC2 ARL13B ARL3 ARMC9 ARVCF ASPH ASXL1 ASXL2 ATAD3A ATG7 ATP7A B3GLCT B9D1 B9D2 BCAS3 BCOR BCORL1 BCR BIN1 BRAF BRAT1 BRWD3 C12orf57 CAMTA1 CBY1 CC2D2A CCDC115 CCDC174 CDC42BPB CEP104 CEP120 CEP290 CEP41 CEP57 CHAMP1 CHAT CHRNB1 CHRNE CHRNG CLCF1 CLCN3 CLCN4 COL13A1 COL3A1 COMT CPLANE1 CPSF3 CRKL CRLF1 CSPP1 CUX1 DDR2 DDX3X DEAF1 DHX30 DNM1 DOCK3 EBF3 EIF2S3 ERCC1 ERCC4 ERCC6 ERCC8 EXTL3 EYA1 FAM149B1 FBN1 FBXO11 FGF3 FLII FLNA FLNB FMR1 FRA10AC1 GALNT2 GFPT1 GP1BB GPR101 GRIN1 HACD1 HDAC4 HERC1 HIRA HNRNPH1 HNRNPK HRAS HUWE1 HYLS1 IDUA IFT74 INPP5E IQSEC2 ITGA7 JMJD1C KANSL1 KAT6A KATNIP KBTBD13 KCNK9 KIAA0586 KIAA0753 KIF7 KLHL41 KMT2B KRAS LETM1 MAN1B1 MAP2K1 MAP2K2 MAP3K20 MAPK1 MAPK8IP3 MAPRE2 MED12 MEIS2 MGP MID2 MKS1 MMACHC MOCS1 MOCS2 MRAS MSTO1 MTM1 MYH3 MYL2 MYO9A MYPN NBAS NEB NEDD4L NF1 NFIA NFIB NFIX NHS NKAP NONO NPHP1 NRCAM NSD1 NSDHL NSUN2 OCRL OFD1 OPHN1 OTUD6B PAK1 PBX1 PCDHGC4 PCGF2 PDE4D PDE6D PEX13 PHF8 PIBF1 PIGK PIGU PMM2 POC1A POLA1 POU4F1 PPP1R12A PPP2R5D PQBP1 PRDX1 PRKACA PRKACB PTCH1 PTEN PURA PYROXD1 RAB39B RAI1 RAPSN RECQL4 RIC1 RMRP RPGRIP1L RPL10 RREB1 RUSC2 RYR1 SATB2 SCN4A SCUBE3 SEC24C SELENON SETBP1 SETD2 SGCG SIN3A SIX1 SLC12A6 SLC16A2 SLC18A3 SLC25A1 SLC2A10 SLC5A7 SLC6A8 SLC9A6 SLC9A7 SLF2 SMAD2 SMAD3 SMC5 SMS SNAP25 SNAP29 SNX14 SOST SOX6 SPEG SPEN SRCAP STEEP1 STRADA STT3A SUFU SYNE1 SYNGAP1 SYT2 TAB2 TAF1 TBL1XR1 TBX1 TCF20 TCTN1 TCTN2 TCTN3 TET3 TGFB3 TLK2 TMEM138 TMEM147 TMEM216 TMEM218 TMEM231 TMEM237 TMEM67 TNNT1 TOGARAM1 TONSL TOPORS TP53RK TPM2 TPM3 TPRKB TRAIP TSPAN7 TTC26 TTC5 TTN UBE2A UBE3B UFD1 UPF3B VAMP1 WNT7A XRCC4 ZNF423 ZNF711 HP_LARGE_FLESHY_EARS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LARGE_FLESHY_EARS ALG9 ATP6V1B2 COLEC10 COLEC11 KCNH1 KCNMA1 KCNN3 MASP1 NARS1 PIGN TAPT1 TBL1XR1 TNPO2 TRAPPC9 HP_LARGE_FONTANELLES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LARGE_FONTANELLES ACE ACTA1 ACTB ACTG1 ADAMTS2 AGT AGTR1 ALDH18A1 ALG1 ALG8 ALG9 ALPL AMER1 ANTXR1 ARX ASXL3 ATP6V0A2 ATP7A B3GLCT BMPER CAV1 CBFB CCDC22 CDC45 CDH11 CDKN1C CHST14 CHUK CLCN3 COG4 COL11A1 COL11A2 COL1A1 COL1A2 COX5A CREBBP CRTAP CYP27B1 CYP2R1 DCHS1 DDR2 DDX3X DICER1 DLK1 DSE DUOX2 DUOXA2 DVL1 EBP EFEMP2 EP300 ETFA ETFB ETFDH FAM20C FAT4 FBLN5 FGFR2 FGFR3 FIG4 FLNA FOXE1 GJA1 GLI3 GLIS3 GNPAT GPX4 HESX1 HNF1B HOXD13 HPGD HRAS HSD17B4 IFT140 IGF2 INPPL1 INTU IYD KCNQ1 KCNQ1OT1 KIF7 KLF1 KLHL40 KLHL41 LHX1 LHX3 LHX4 LIG4 LMNA LMOD3 LRP2 LTBP1 LTBP4 MAF MASP1 MED12 MEG3 MID1 MPDU1 MSX2 MTOR MVK NAA10 NDUFAF3 NEB NEPRO NKX2-1 NKX2-5 NPHP3 NSMCE3 NSUN2 P3H1 PAM16 PAX8 PCGF2 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PIEZO2 PIGA PIGQ POLR3A POR POU1F1 PPP2R5D PROP1 PTDSS1 PYCR1 RBM10 RECQL4 REN RNU12 ROR2 RTL1 RUNX2 SEC23A SETBP1 SH3PXD2B SHPK SIX2 SKI SLC25A24 SLC26A4 SLC34A3 SLC5A5 SMG9 SOX9 SPTBN1 TALDO1 TG TPO TSHB TSHR TWIST1 USP7 VDR VPS35L WNT5A WT1 ZMPSTE24 ZSWIM6 HP_LARGE_FORAMEN_MAGNUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LARGE_FORAMEN_MAGNUM CREBBP EP300 FLNA GPSM2 RAB23 RUNX2 HP_LARGE_FOREHEAD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LARGE_FOREHEAD AMMECR1 ARID2 BMPR1A CAMTA1 COL25A1 FLNA FMR1 GNB2 HS6ST2 LEMD2 LMX1B MEIS2 ODC1 PDE4D POU4F1 PTEN RNF125 SPOP SRC STRADA STXBP1 SUMF1 TAOK1 TMLHE TOE1 UNC45A VPS33A ZFHX4 HP_LARGE_FOR_GESTATIONAL_AGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LARGE_FOR_GESTATIONAL_AGE ABCC8 ABCC9 AKT2 ANK3 APPL1 BIN1 BLK BRAF CEL DICER1 DIS3L2 DLK1 DNM2 EDNRB EHMT1 FIBP GCK GLI3 HERC1 HNF1A HNF4A IFT74 INS KCNJ11 KLF11 KMT2C MEG3 MTMR14 MTOR MYF6 NDST1 NEUROD1 ODC1 PAX4 PDX1 PIGA PIGL PIGN PIGT PTCH1 PTEN RAF1 RIT1 RNF135 RTL1 RYR1 SHOC2 SOS1 SUFU TMCO1 UCP2 HP_LARGE_HANDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LARGE_HANDS AGPAT2 AIP APC2 ARCN1 ASNS BSCL2 CAV1 CAVIN1 EED EZH2 FIBP FOS GPR101 HERC1 INSR KDM5C KIT MEN1 NF1 NSD1 PACS1 PEX1 PEX6 PHF8 PIGL POLR3A POR PPARG RNU4ATAC RPS6KA3 SDHB SDHC SETD2 SHANK3 SUZ12 HP_LARGE_ILIAC_WING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LARGE_ILIAC_WING AMER1 ATP7A B3GALT6 GUSB RNU4ATAC SMAD4 HP_LARGE_INTESTINAL_POLYPOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LARGE_INTESTINAL_POLYPOSIS AKT1 APC AXIN2 BMPR1A CDKN2A CHEK2 DICER1 ENG EPCAM FLCN GREM1 KEAP1 KLLN MBD4 MDM2 MLH1 MSH3 MUTYH NTHL1 PIK3CA PMS2 POLD1 POLE PTEN RNF43 SDHB SDHC SDHD SEC23B SMAD4 TP53 USF3 HP_LARGE_PLACENTA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LARGE_PLACENTA DLK1 LBR LMNA MEG3 MKS1 RTL1 SKIC3 ZMPSTE24 HP_LARGE_POSTERIOR_FONTANELLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LARGE_POSTERIOR_FONTANELLE DUOX2 DUOXA2 GPX4 HESX1 INTU IYD LHX3 LHX4 NAA10 PAX8 PEX26 POU1F1 PROP1 RNU12 SLC5A5 TG TPO TSHB TSHR HP_LARGE_SELLA_TURCICA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LARGE_SELLA_TURCICA ABCC9 ATRX BRAF CDH23 GLB1 GNPTAB NR3C1 PCNT SOST TBC1D2B TP53 TSHB USP48 USP8 ZSWIM6 HP_LARYNGEAL_CLEFT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LARYNGEAL_CLEFT CAPN15 EDN1 FBXW7 GLI3 MID1 PHIP SPTBN1 HP_LARYNGEAL_DYSTONIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LARYNGEAL_DYSTONIA ATP5MC3 COL6A3 FTL GNAL GNAS KCTD17 KMT2B PRKRA STX16 THAP1 TUBB4A VPS11 VPS13A HP_LARYNGEAL_EDEMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LARYNGEAL_EDEMA EPHB4 HS3ST6 PLG SERPING1 XPNPEP2 HP_LARYNGEAL_HYPOPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LARYNGEAL_HYPOPLASIA CILK1 HYLS1 INTU KRAS PRRX1 SF3B4 HP_LARYNGEAL_STENOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LARYNGEAL_STENOSIS DDRGK1 EXTL3 FERMT1 FLNB FRAS1 FREM2 GRIP1 KIF22 LAMA3 LAMB3 LAMC2 MYMK MYMX SLC26A2 SMAD4 HP_LARYNGEAL_STRIDOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LARYNGEAL_STRIDOR ASAH1 BRF1 BTD PLP1 TAF1 UBE3B HP_LARYNGOMALACIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LARYNGOMALACIA ADARB1 AFF4 AHDC1 APC ARVCF ASXL3 ATP6V1E1 BRF1 CACNA1C CHD7 COL12A1 COMT CREBBP CTSK DLK1 DTYMK EFL1 EP300 FGFR2 GALC GMNN GP1BB H3-3A H3-3B HAAO HDAC4 HIRA HNRNPR HOXD13 HSPG2 HYLS1 IDH1 JMJD1C KANSL1 KAT6A KAT6B KCNMA1 KIF7 KRT14 KRT5 LMNA LRP4 LTBP4 MEG3 MEIS2 NFIX NRCAM ORC6 PCNT PKDCC POLR3A POR PPM1D PRMT7 PSAP RAF1 RALGAPA1 RFX7 RPL10 RREB1 RTL1 SATB2 SCARF2 SEC24C SEMA3E SETBP1 SIAH1 SMAD2 SNIP1 SOX4 SOX9 SYT1 TBX1 TBX3 TCTN3 UBE3B UFC1 UFD1 VPS13B WRN ZBTB7A ZNF699 HP_LARYNGOTRACHEOMALACIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LARYNGOTRACHEOMALACIA COL2A1 EMC1 FLNB HK1 KIF22 TONSL TRRAP HP_LATERAL_CLAVICLE_HOOK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LATERAL_CLAVICLE_HOOK CDT1 DYNC2H1 DYNC2I1 DYNC2I2 DYNLT2B IFT172 IFT81 INPPL1 INTU NEK1 ORC1 RBM8A SCARF2 SKI SLC35D1 HP_LATERAL_VENTRICLE_DILATATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LATERAL_VENTRICLE_DILATATION AARS2 ADNP AHI1 ALDH6A1 ALG2 ASXL3 ATP6AP2 BICD2 CCDC174 CLCN3 CLTC COASY COG1 COG5 CSPP1 CUX1 D2HGDH DCX DOCK6 DTYMK EIF2B5 EML1 EZH2 FBXW11 GAN GCDH GFM2 GLUL GRIN1 GRN HS6ST2 KCNJ6 KCTD1 KDM6A KIAA0586 KIAA0753 KIDINS220 KLHL15 KMT2D LARGE1 LIPT2 LONP1 MAPKAPK5 MED25 MEF2C MTHFS NDUFB11 NEK1 NFIX ODC1 PDHA1 PGAP3 PIGA PPP2R5D PSAT1 PTPN23 PUS3 RAB3GAP1 RAC1 RNU4ATAC RNU7-1 SATB1 SLC35A2 SMG9 SNRPN SON SPG11 SPRED2 TAF8 TAOK1 TMEM147 TNFRSF11A TTC26 TTC5 TUBB2B TUBB3 TYROBP USP18 VPS13A VPS51 VRK1 WARS2 YIPF5 YY1 ZEB2 ZIC1 ZIC2 HP_LATE_FIRST_TRIMESTER_ONSET https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LATE_FIRST_TRIMESTER_ONSET B9D1 BMPER FGFR3 KMT2D PLXND1 TBXT TXNDC15 HP_LATE_ONSET https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LATE_ONSET AAGAB ABCA7 ABCC8 ACTC1 ADH1C AKT2 ANLN ANXA11 APOE APP ATN1 ATXN2 ATXN8OS BAG3 BAP1 BBS2 BEAN1 BLVRA BMP6 C1QBP CAPN3 CAV1 CCNF CFH CFHR1 CFHR3 CHCHD10 CHCHD2 CLEC3B CLN6 CYLD DGUOK DSC2 DSG2 EIF4G1 ELOVL4 ENPP1 EPCAM ERBB4 FBLN5 FLNC FMR1 GANAB GBA1 GCK GLUD2 GPD2 GYG1 HAVCR2 HMCN1 HMGA1 HNF1A HNF1B HNF4A HSPB1 HTRA1 IGF2BP2 IL6 IMPG2 IRS1 IRS2 JAK2 KCND3 KCNE2 KCNJ11 KLKB1 KRT18 LAMA4 LDB3 LIPC LMX1B LOX LRRK2 MAFA MAPK8IP1 MAPT MARS1 MME MT-TT MTNR1B MYBPC3 MYH6 MYPN NAGLU NEK1 NEUROD1 NEXN NOL3 NPTX1 NR4A2 NRIP1 OPTN OXGR1 PABPN1 PAX4 PDGFRB PDX1 PDYN PPARG PPP1R3A PSEN2 PTPN1 RETN RPS14 SDHD SEC23B SFTPA1 SLC2A2 SLC30A8 SNCA SNCAIP TARDBP TBP TCF7L2 TGFBI THSD1 THSD4 TIA1 TMEM43 TNNC1 TOP3A TPM1 TRPM7 TTBK2 TUBA4A UBQLN2 UQCRC1 VCL WFS1 HP_LATE_ONSET_PROXIMAL_MUSCLE_WEAKNESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LATE_ONSET_PROXIMAL_MUSCLE_WEAKNESS CACNA1S CRYAB DES GABRA3 HNRNPA1 KCNE3 KCNJ18 SCN4A HP_LATE_YOUNG_ADULT_ONSET https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LATE_YOUNG_ADULT_ONSET ANXA11 ATP7B ATXN3 CACNB4 CAV3 CFH CHCHD10 CHRNA2 CLCN2 CSF1R CYP27A1 DNM1L EPCAM GDAP2 GFAP H6PD HSPB1 KCNA5 KCNJ11 LBR MAPT MFSD8 MME MYH7 NAGA POLG POLG2 PRNP PRPH2 PSEN1 PSEN2 PTEN RAX2 SAMD9L SCN3B SLC22A12 SYNJ1 TMEM126B VAPB VCP XRCC1 HP_LEBER_OPTIC_ATROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LEBER_OPTIC_ATROPHY MT-ATP6 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND4 MT-ND4L MT-ND5 MT-ND6 PRICKLE3 HP_LEFT_ANTERIOR_FASCICULAR_BLOCK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LEFT_ANTERIOR_FASCICULAR_BLOCK ACTC1 FLNC LMNA SCN5A TNNC1 TNNI3K TRPM4 HP_LEFT_BUNDLE_BRANCH_BLOCK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LEFT_BUNDLE_BRANCH_BLOCK ACTC1 CDH2 CTNNA3 DSG2 FLNC LDB3 LMNA MYBPC3 MYL2 MYOZ2 POLG2 PRKAG2 PSEN1 PSEN2 SCN5A TNNC1 TNNI3K TRPM4 HP_LEFT_SUPERIOR_VENA_CAVA_DRAINING_TO_CORONARY_SINUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LEFT_SUPERIOR_VENA_CAVA_DRAINING_TO_CORONARY_SINUS CIROP MED25 PRKACB SLC29A3 ZIC3 HP_LEFT_TO_RIGHT_SHUNT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LEFT_TO_RIGHT_SHUNT ACTC1 CITED2 GATA4 GATA6 MYH6 NKX2-5 TBX20 THOC6 TLL1 TTC26 HP_LEFT_VENTRICULAR_DIASTOLIC_DYSFUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LEFT_VENTRICULAR_DIASTOLIC_DYSFUNCTION ADAMTS19 ALPK3 FLNC LMNA PRDM16 ZMPSTE24 HP_LEFT_VENTRICULAR_HYPERTROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LEFT_VENTRICULAR_HYPERTROPHY ABCA1 ABCC9 ACTC1 ACTN2 ADAM17 AIP ARL6 ARSK ATP6AP2 B3GAT3 BBS1 BIN1 C1QBP CACNA1D CCDC28B CHST3 CLN3 COG1 COL1A2 COQ7 COQ9 COX16 DMD DTNA EGFR EPG5 ESPN FHL1 FKRP FLNC FZR1 GAA GLA GLRX5 GNPTAB GTPBP3 GYS1 HADHA HADHB HCN4 HSD11B2 JPH2 KCNJ5 LDB3 LOX LRPPRC LZTR1 MEN1 MOGS MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND5 MT-ND6 MT-TC MT-TF MT-TK MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTX2 MYH6 MYL2 MYL3 MYOZ2 MYPN NAXD NDUFS2 NEXN NKX2-5 NONO NPPA PLN POLG POLG2 POMT1 POMT2 PSEN1 PSEN2 RIT1 RNU7-1 RRM2B RYR1 SCN5A SCO1 SDHA SDHAF1 SDHB SDHD SLC25A24 SLC25A4 SMAD3 SPEG SVIL TCAP TLL1 TNNI3 TNNT2 TPK1 TRMT10C TTN TTR TWNK WDR35 ZNF462 ZNF687 HP_LEFT_VENTRICULAR_NONCOMPACTION_CARDIOMYOPATHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LEFT_VENTRICULAR_NONCOMPACTION_CARDIOMYOPATHY CRLS1 DTNA MIB1 MLYCD MYL2 MYOCD NONO RYR2 TPM1 HP_LEFT_VENTRICULAR_OUTFLOW_TRACT_OBSTRUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LEFT_VENTRICULAR_OUTFLOW_TRACT_OBSTRUCTION FHOD3 GAA GDF1 KLHL24 MYH6 NR2F2 TAB2 VCL HP_LEFT_VENTRICULAR_SYSTOLIC_DYSFUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LEFT_VENTRICULAR_SYSTOLIC_DYSFUNCTION AARS2 ABCC6 ABCC9 ACADVL B2M BAG5 COA6 CRYAB CSRP3 DES DSG2 DYSF ENPP1 FHOD3 FKTN GATAD1 GET3 GJA5 GTPBP3 KCNJ5 KLHL24 LAMA2 LAMA4 LAMP2 LMNA LMOD2 MYBPC3 MYH6 MYH7 MYL3 MYOZ2 NEXN NPPA POLG POLG2 POMT2 PPCS PRDM16 PSEN1 PSEN2 RAF1 RBM20 RPL3L RRAGD RRM2B SCN5A SDHA SDHD SGCD SGCG SLC25A4 SLC6A6 TNNC1 TNNI3 TNNT2 TOP3A TTN TTR TWNK VCL VEZF1 ZMPSTE24 HP_LEG_DYSTONIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LEG_DYSTONIA ACTB AOPEP FTL GFM2 KMT2B PARK7 VPS16 HP_LEG_MUSCLE_STIFFNESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LEG_MUSCLE_STIFFNESS ABCD1 ANO10 ATP13A2 CRYAB DARS2 DNAJC6 KIF1A KIF5A LDB3 MT-ATP6 PI4KA PODXL SPAST SYNJ1 VAMP1 ZFYVE26 HP_LEIOMYOSARCOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LEIOMYOSARCOMA AKT1 APC AURKA AXIN2 BAX BRAF BUB1 BUB1B CCND1 CHEK2 CTNNB1 DCC DLC1 EP300 FGFR3 FH FLCN MCC MLH3 NRAS PDGFRL PIK3CA PLA2G2A PTPN12 PTPRJ RAD54B SRC TLR2 TP53 HP_LENS_LUXATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LENS_LUXATION C12orf57 COL11A1 COL2A1 FBN1 MOCS1 MOCS2 PAX2 HP_LENS_SUBLUXATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LENS_SUBLUXATION ASPH BAP1 CBS CHRDL1 COL18A1 COL2A1 CYSLTR2 ELP4 GNA11 GNAQ LOXL1 P3H2 PCYT1A SALL2 SF3B1 HP_LENTICONUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LENTICONUS COL4A3 COL4A4 COL4A5 COL4A6 CRYAB LAMB2 PRPH2 RDH5 RHO RLBP1 HP_LETHAL_SKELETAL_DYSPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LETHAL_SKELETAL_DYSPLASIA COL2A1 DYNC2H1 DYNC2I1 DYNC2I2 IFT80 LBR PTH1R SLC26A2 TRIP11 WDR35 HP_LETHARGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LETHARGY ABAT ABCC8 ABCD4 ACADM ACADS ACADSB ACADVL ADA2 AGR2 ALDOB ALG12 AMT ASL ASPA ASS1 ATP13A2 ATP5F1A ATP5F1D ATP5F1E ATP5MK ATPAF1 ATPAF2 AVP BCKDHA BCKDHB BMP6 BNC2 BOLA3 BTD CA5A CDKN1A CDKN1B CDKN2B CDKN2C CDON COX5A CPS1 CPT1A CPT2 CYP24A1 DBT DDC DISP1 DLD DLL1 DPYD DPYS DUOX2 DUOXA2 EIF2B1 FBP1 FGF8 FGFR1 FOXH1 FOXRED1 GABRB2 GALT GAS1 GATA1 GCH1 GK GLDC GLI2 GUF1 GYS2 HADH HADHA HADHB HAMP HEATR3 HESX1 HFE HIBCH HJV HLCS HMGCL HNF1A HNF4A IVD IYD KCNJ11 KRT18 LHX3 LHX4 LMBRD1 LYRM7 MAGEL2 MCCC1 MCCC2 MEN1 MMAA MMAB MMACHC MMADHC MMUT MRPS16 MT-ATP6 MT-ATP8 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-TT MTHFR MTRR NAA10 NAGS NAXD NBAS NDE1 NDUFA1 NDUFA11 NDUFA6 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB9 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NFS1 NFU1 NODAL NUBPL OTC PAX2 PAX8 PBX1 PCCA PCCB PDHA1 PEX2 PIGA PLCH1 POLG POLG2 POU1F1 PRDX1 PROP1 PTCH1 RARS2 RMND1 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RRM2B RYR1 SCO2 SHH SIK1 SIM1 SIX3 SLC19A2 SLC19A3 SLC1A2 SLC22A5 SLC25A13 SLC25A15 SLC25A19 SLC25A20 SLC25A22 SLC25A4 SLC2A1 SLC31A1 SLC39A4 SLC4A1 SLC52A1 SLC5A5 SLC7A7 SMC1A STAG2 STIL SUGCT TBK1 TCN2 TDGF1 TFAM TG TGIF1 TH TIMMDC1 TLR3 TMEM126B TPO TRHR TSHB TSHR TSPOAP1 TSR2 TWNK UCP2 USP18 YARS2 YY1 ZIC2 HP_LEUKEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LEUKEMIA ABL1 ADA2 ADAR ADH5 ALAD ANAPC1 APC APC2 ARHGAP26 ASXL1 ATM ATRX BAX BCR BLM BRAF BRCA2 BRD4 BUB1 BUB1B BUB3 CALR CBL CDKN2A CEBPA CEP57 CHEK2 CHIC2 CLPB CREBBP DDX41 DKC1 DNAJC21 DNMT3A DUT DYNC2LI1 EFL1 ELANE EP300 ERBB3 ETV6 EVC EVC2 F13A1 F13B FANCA FANCC FANCD2 FANCE FANCG FLT3 GATA1 GATA2 GFI1 GLI1 GNB1 H4C9 HAX1 HEATR3 IDH1 IFIH1 IKZF1 JAK2 KIF11 KIT KRAS LIG4 LPP LSM11 LZTR1 MAP2K1 MBD4 MDM2 MEFV MLH1 MLLT10 MPL MSH2 MYD88 NBN NF1 NPM1 NRAS NSD1 NSUN2 NUMA1 NUP214 NUTM1 PDGFRA PDGFRB PICALM PIGL PIK3CA PIK3R1 POT1 PRKACA PRKACB PTPN11 RARA RB1 RECQL4 RNASEH2A RNASEH2B RNASEH2C RNU7-1 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS14 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RUNX1 SAMD9 SAMD9L SAMHD1 SBDS SCN10A SCN11A SCN9A SETBP1 SETD2 SF3B1 SH2B3 SH3GL1 SMPD1 SPRED1 SRP19 SRP54 SRSF2 STS TAL1 TAL2 TCF3 TCIRG1 TERC TERT TET2 THPO TP53 TREM2 TREX1 TRIP13 TSR2 TYROBP UBE2T WAS WIPF1 XRCC4 HP_LEUKOCORIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LEUKOCORIA ARL6IP6 ATOH7 FZD4 GNA11 NDP RB1 TINF2 HP_LEUKOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LEUKOCYTOSIS ABL1 ACAT1 ADA ADA2 AGR2 ANKRD26 AP1S3 ARPC1B ASXL1 ATRX BCL11B BCOR BCR BRAF BTNL2 CALR CAPN3 CARD11 CARD9 CASK CASP10 CASR CBL CD247 CD3D CD3E CDH23 CDSN CFTR CHD7 CLPB CPA1 CTRC DCLRE1C DOCK8 EIF2AK3 ELANE ELF4 EXTL3 FAS FASLG FERMT3 FIP1L1 FOCAD FOXP3 G6PD GATA2 GFI1 HBB HLA-DRB1 HMGCL IFNG IFNGR1 IKBKG IL2RG IL36RN IL37 IL6ST IL7R IPO8 IRF2BP2 IRF8 ITGB2 JAK1 JAK2 KIT KRAS LACC1 LIG4 LMNB2 LPIN2 MEFV MICU1 MPL MVK NABP1 NCKAP1L NFKBIA NHLRC2 NLRP1 NLRP12 NLRP3 NPM1 NR3C1 NRAS NUMA1 OAS1 OSTM1 OTULIN PDGFRA PDGFRB PGM3 PIK3CD PIK3CG PKHD1 PML PRKAR1A PRKCD PRSS1 PRSS2 PTPRC RAC2 RAG1 RAG2 RARA RASGRP1 RBCK1 RBM8A REL RMRP RNASEH2B RNU4ATAC RUNX1 SALL4 SF3B1 SH2D1A SLC27A4 SLC35C1 SLC46A1 SPINK1 SPINK5 SREBF1 SRP19 SRP54 SRSF2 STAT2 STAT3 STAT5B TBK1 TBL1XR1 TBX21 TCIRG1 TET2 TGFB1 TICAM1 TLR3 TNFRSF1A TP53 TRAC TRAF3 TTC7A UNC93B1 USP48 USP8 WAS XIAP XRCC4 ZAP70 ZBTB16 ZNF341 ZPR1 HP_LEUKODYSTROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LEUKODYSTROPHY ABAT ACER3 ACOX1 ADAR AIMP1 AIMP2 ALG8 ARSA ATP11A BOLA3 COA8 COX6B1 CTC1 DAG1 DARS2 EDNRB EPRS1 ERCC6 EXOSC5 FA2H FBP2 FBXL4 FOXRED1 GJC2 GLRX5 GTPBP3 HIKESHI HSPD1 HYCC1 IBA57 IFIH1 ISCA1 ISCA2 KARS1 LIAS LMNB1 LSM11 MT-ND1 MT-ND2 MT-ND3 NADK2 NDUFA1 NDUFA11 NDUFA6 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB9 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NKX6-2 NOTCH2NLC NUBPL PC PEX1 PEX10 PEX16 PI4KA PLEKHG2 PLP1 PNPT1 POLR1C POLR3A POLR3B PSAP PYCR2 RARS1 REPS1 RNASEH2A RNASEH2B RNASEH2C RNU7-1 SAMHD1 SDHB SLC16A2 SLC35B2 SNORD118 SOX10 SP110 SPTBN1 TAOK1 TIMMDC1 TMEM106B TMEM126B TMEM63A TREX1 TUBB4A TUFM HP_LEUKOENCEPHALOPATHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LEUKOENCEPHALOPATHY AARS1 AARS2 ABCC9 ABCD1 ABHD16A ACP5 ACTA2 ACTL6B AIFM1 ALDH18A1 ALG8 AMPD2 AP4B1 AP4E1 AP4M1 AP4S1 AP5Z1 ARHGAP31 ARID2 ARSA ATP13A2 AUH B3GALNT2 BRF1 CA2 CARS1 CDC42 CDK13 CLCN2 CLCN4 CLN5 CLN6 CLPB CNBP CNKSR2 CNP CNTNAP2 COA7 COA8 COL4A1 COLGALT1 CPLX1 CSF1R CTBP1 CTC1 CYP27A1 DARS1 DARS2 DDHD2 DEGS1 DLL4 DNM1L DOCK6 DPM2 DPM3 EARS2 EDEM3 EIF2B1 EIF2B2 EIF2B3 EIF2B4 EOGT ERCC2 ERCC3 FA2H FARSA FCSK FGFRL1 FKRP FOXRED1 GALC GFAP GM2A GMPPB GNB2 GTF2E2 GTF2H5 HEPACAM HIBCH HIKESHI HK1 HMGCL HTRA1 ISCA2 KARS1 KCNN2 KIF5A L2HGDH LAMA1 LAMB1 LARGE1 LETM1 LIG3 LIPT2 LMNB1 LMX1B LONP1 LYRM7 MARS2 MEF2C MLC1 MMACHC MORC2 MPLKIP MPV17 MRPS22 MT-ND1 MT-ND2 MT-ND3 MT-TN MT-TS1 MTHFR NAXE NDUFA1 NDUFA11 NDUFA6 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB9 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NEUROD2 NFE2L2 NFU1 NMNAT1 NOTCH1 NOTCH2NLC NOTCH3 NRCAM NRROS NSD2 NUBPL OCRL ODC1 OGDHL OPA1 PAK1 PC PDHA1 PDHB PDHX PLAA PMPCB POLG POMT1 POMT2 POT1 PPFIBP1 PRNP PRORP PRR12 PSAP PUF60 RAB3GAP2 RAC1 RBPJ RFWD3 RNASET2 RNF113A RNU7-1 RPIA RPL10 RRM2B RTTN SAMHD1 SCN4A SCP2 SDHA SDHAF1 SELENOI SEPSECS SHANK3 SNORD118 SON SPATA5L1 SPG11 SPG21 SSR4 STRADA STXBP1 SUCLG1 SUGCT SUMF1 SURF1 TARS1 TBCK TET3 TIMMDC1 TMEM126B TMEM222 TMEM70 TPRKB TREM2 TREX1 TRMT1 TRPM3 TSEN54 TTC5 TYMP TYROBP UBA1 UQCC3 USP7 VPS11 WARS1 WARS2 YME1L1 HP_LEUKONYCHIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LEUKONYCHIA ABCA12 ATP2A2 CAST DSC3 DSP GJA1 GJB2 KANK2 KIF11 PEX1 PEX6 PLCD1 TRPS1 HP_LEUKOPENIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LEUKOPENIA ADA2 ADH5 AK2 ARHGAP31 ATP6AP1 BANK1 BCOR BLK BLOC1S6 BRCA1 BRCA2 BRIP1 BTNL2 C4A C4B CA2 CLPB CR2 CTLA4 DDX41 DKC1 DLL4 DNAJC21 DNASE1 DOCK6 EFL1 EOGT EPG5 ERCC4 ERCC6L2 ETS1 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FCGR2A FCGR2B FCGR3B FIP1L1 FOCAD G6PC3 GATA1 GBA1 HEATR3 HLA-DRB1 HMGCL IGHG1 IL10 IRAK1 IRF2BP2 IRF5 ISCU ITGAM ITK IVD JAZF1 KIAA0319L LIPA LYST MAD2L2 MECP2 MMUT MYSM1 NABP1 NAE1 NOTCH1 NPM1 NUMA1 OTUD5 PALB2 PDCD1 PGM3 PIGA PML PRF1 PRKAR1A PTPN22 PXK RAC2 RAD51 RAD51C RARA RBPJ RFWD3 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS14 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RTEL1 SAMD9 SARS2 SASH3 SAT1 SBDS SCARB2 SLC46A1 SLC7A7 SLF2 SLX4 SPP1 SRP54 STAT3 STAT4 STAT5B STING1 TBL1XR1 TBXAS1 TERC TERT TGFB1 TINF2 TLR7 TNFAIP3 TNFSF4 TNIP1 TREX1 TRNT1 TSR2 UBE2L3 UBE2T UROS USB1 VPS13B VPS33A VPS45 XRCC2 ZBTB16 ZNF699 HP_LEWY_BODIES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LEWY_BODIES ADH1C ATXN2 ATXN8OS C19orf12 CHMP2B DNAJC13 EIF4G1 FBXO7 GBA1 GIGYF2 GLUD2 GRN LRRK2 MAPT MT-TT NR4A2 PLA2G6 POLG PRKN PSEN1 RAB39B SNCA SNCAIP SNCB TBP TIA1 TMEM106B TREM2 VCP VPS13C VPS35 HP_LICHENIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LICHENIFICATION ANGPT2 CARD14 CD28 COL7A1 CSTA CTLA4 FLT4 GJC2 HLA-DRA KRT10 LBR NTRK1 OSMR PIEZO1 TNFRSF1B HP_LIMBAL_DERMOID https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LIMBAL_DERMOID AKT1 DACT1 FGFR1 KRAS PTEN SALL1 SF3B2 HP_LIMBAL_STEM_CELL_DEFICIENCY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LIMBAL_STEM_CELL_DEFICIENCY DDR2 FGF10 FGFR2 FGFR3 GJB2 GJB6 NLRP1 PAX6 HP_LIMB_ATAXIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LIMB_ATAXIA ABCD1 AFG3L2 ANO10 APTX ATN1 ATXN1 ATXN10 ATXN2 ATXN3 ATXN8OS BCL11A BEAN1 CAPN1 CERS1 CLCN2 COQ2 COX6B1 CP CSTB CWF19L1 CXCR4 CYP7B1 EEF2 ELOVL4 ELOVL5 FAT2 FGF12 FGF14 FXN GBA1 GJB1 GRID2 ITPR1 JAM2 KCNC3 KCND3 MAN2B1 MME MPZ MSTO1 MTPAP NEFL NKX6-2 NOP56 PDYN PEX10 PLD3 PMP22 PMPCA POLG PRDX3 PRICKLE1 PRKCG PRNP RFC1 RTN2 RUBCN SCARB2 SCN1B SCYL1 SDHA SETX SIL1 SLC30A9 SLC9A1 SPTBN2 SQSTM1 STUB1 SYNE1 SYT14 TBC1D23 TBC1D24 TBP TGM6 TMEM240 TPP1 TTBK2 TTC19 TTR UBA5 UBAP1 VAMP1 VPS13D VPS41 VRK1 WASHC5 WWOX XRCC1 HP_LIMB_DYSMETRIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LIMB_DYSMETRIA CYP7B1 DAB1 GBA2 GRM1 KCNC3 NF1 PDGFB PDGFRB POLG PPP2R2B RNASEH1 RRM2B SLC20A2 WASHC5 HP_LIMB_DYSTONIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LIMB_DYSTONIA AARS1 ACTB AFG3L2 ALS2 ANO3 AOPEP ARX ATP1A3 ATP7B BSCL2 CDON CKAP2L COL4A1 COL6A3 COX20 CYB5A CYB5R3 DDC DISP1 DLAT DLL1 DTYMK EIF2AK2 FGF8 FGFR1 FITM2 FOXH1 FTL FUS GAS1 GCDH GCH1 GFM2 GLI2 GNAL GNB1 HPCA IMPDH2 JAM2 KMT2B MAPT MECR NKX6-2 NODAL NR4A2 PANK2 PARK7 PLCH1 PNPT1 PRKRA PTCH1 SCO2 SHH SIGMAR1 SIX3 SLC18A2 SLC35B2 SLC39A14 SLC6A3 SMC1A SPATA5 SPG11 SPTLC1 STAG2 STIL SYNE1 TAF1 TDGF1 TGIF1 TH THAP1 TSPOAP1 TUBB4A UBE3C VPS11 VPS13A VPS13C VPS16 VPS37A WARS2 YIF1B ZIC2 HP_LIMB_FASCICULATIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LIMB_FASCICULATIONS ATXN10 HINT1 HSPB1 SMN1 SMN2 TFG TTC19 VCP HP_LIMB_GIRDLE_MUSCLE_ATROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LIMB_GIRDLE_MUSCLE_ATROPHY ACTA1 ACTB ANO5 CAPN3 CRPPA DAG1 DES DGUOK DPM3 EMD FHL1 FKRP FKTN FRG1 GNE GYG1 HNRNPA1 HNRNPDL LMNA MORC2 MYH7 POGLUT1 POMT1 POMT2 SGCA SGCB SMN1 SMN2 SYNE1 SYNE2 TMEM43 TPM3 TRAPPC11 TRIM32 TRPV4 UNC45B VCP HP_LIMB_GIRDLE_MUSCLE_WEAKNESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LIMB_GIRDLE_MUSCLE_WEAKNESS ABHD5 ACTA1 AGRN AK9 ALG14 ALG2 ANO5 BICD2 BVES CFL2 CHAT CHRNA1 CHRNB1 CHRND CHRNE COL12A1 COL13A1 COL6A1 COL6A2 COL6A3 CRPPA CRYAB DAG1 DGUOK DNA2 DNAJB6 DOK7 DPAGT1 DPM3 DYSF FDX2 FKRP FLNC FRG1 GALC GDAP1 GFPT1 GMPPB GNE GYG1 HACD1 HNRNPDL ITGA7 KLHL41 LARGE1 LDB3 LMNA LMOD3 LRIF1 LRP4 MAP3K20 MATR3 MORC2 MT-TE MTAP MUSK MYH7 MYL2 MYO9A MYOT NEB OPA1 PHKA1 PHKB PLEC PLIN4 PNPLA2 POLG POLG2 POMK POMT1 POMT2 PSAP RAPSN RRM2B RYR1 SCN4A SELENON SGCA SGCB SLC18A3 SLC25A1 SLC25A4 SLC5A7 SMCHD1 SMN1 SMN2 SNAP25 SYT2 TNNT1 TNPO3 TPM2 TPM3 TRIM32 TTN TWNK VAMP1 VCP HP_LIMB_GIRDLE_MUSCULAR_DYSTROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LIMB_GIRDLE_MUSCULAR_DYSTROPHY ACTA1 ANO5 CRPPA DAG1 DPM3 EMD FHL1 HNRNPA1 HNRNPDL LMNA POGLUT1 POMT2 SGCA SYNE1 SYNE2 TMEM43 TRAPPC11 HP_LIMB_HYPERTONIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LIMB_HYPERTONIA AARS1 ACTL6B ADCY5 ADGRG1 AFG3L2 ALDH18A1 ALG11 AP3B2 AP4M1 ARSI ARV1 ASNS ASXL1 ASXL2 ATL1 ATP1A2 ATP1A3 ATP6V1A ATRX BRAT1 BRF1 CACNA1A CACNA1B CACNA1G CACNA2D1 CAMSAP1 CDC42BPB CDK19 CELF2 CLDN11 CLP1 CLTC CNKSR2 COG4 CYFIP2 DALRD3 DDC DHDDS DHPS DNAJC12 DNAJC6 DNM1 DOCK6 DPH5 EBP EEF1A2 ELOVL4 EMC1 ERCC1 ERCC6 ERCC8 FA2H FAR1 FBXO28 FGF12 FGF13 FRMD4A FZR1 GABBR2 GABRA2 GABRA5 GABRB2 GABRG2 GCH1 GDAP2 GFM2 GNB1 GPHN GRIK2 GRIN2D GRM7 H4C5 HCN1 HK1 IFIH1 KAT6A KATNB1 KCNA2 KCNB1 KDM1A KDM5C KIDINS220 KIF5A KIFBP LBR MED11 MINPP1 MTPAP MTRR NCAPD3 NDUFA9 NDUFC2 NECAP1 NTRK2 NUS1 OSTM1 PACS2 PARS2 PCCA PCCB PI4KA PIGA PIGP PLAA PNPT1 POLR3A PPP3CA PRDM13 PRPS1 PTS PYCR2 RARS1 RHOBTB2 RNU7-1 SCN3A SCN8A SDHA SDHAF1 SDHB SDHD SEPSECS SLC13A5 SLC16A2 SLC1A2 SLC25A19 SLC30A9 SLC31A1 SLC33A1 SLC35C1 SLC38A3 SLC39A14 SLC6A3 SMG9 SPATA5 SPG7 SPR SRPX2 SYNGAP1 SYNJ1 SZT2 TARS2 TRAK1 TSEN15 TSEN2 TSEN34 TSEN54 UBA5 UBTF UFC1 UFSP2 USP8 VPS37A WARS2 WDR48 WWOX YWHAG HP_LIMB_JOINT_CONTRACTURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LIMB_JOINT_CONTRACTURE ABCC8 ABCC9 ABCD1 ABHD12 ACTA1 ACTG2 ADAMTS3 ADAMTSL2 ADAT3 ADGRG6 ALAD ALDH18A1 ALG14 ALG2 ALG3 ALS2 ALX1 ALX3 AMER1 ANKLE2 ANO5 ANTXR2 APC2 ARID1B ARPC4 ARX ASXL1 ASXL3 ATP5F1D ATP6V1E1 ATR AUTS2 B3GALT6 B3GAT3 BAG3 BCAS3 BCOR BCR BICD2 BIN1 BRF1 C18orf32 C19orf12 CADM3 CAMLG CANT1 CAPN3 CASZ1 CAV1 CCBE1 CCDC22 CCN2 CCN6 CCR6 CDC45 CDC6 CDH3 CDT1 CFL2 CHRNB1 CHRNG CHST3 CLCF1 CNTN1 CNTNAP1 COG5 COL11A1 COL11A2 COL12A1 COL17A1 COL1A1 COL25A1 COL2A1 COL6A1 COL6A2 COL6A3 COL7A1 COX11 CPT2 CRKL CRLF1 CRPPA CSGALNACT1 CTCF CTDP1 CUL4B DAG1 DDHD2 DDR2 DHCR24 DHODH DHX16 DLK1 DLL3 DMD DOK7 DPAGT1 DPM1 DSP DVL1 DVL3 DYRK1A ECE1 ECEL1 EED EFNB1 EIF5A EMD EMG1 ERCC1 ERCC2 ERCC4 ERCC5 ERCC6 ERCC8 ERGIC1 ERLIN1 ERLIN2 ESCO2 EXTL3 EZH2 F8 FAT4 FBN1 FBN2 FBXO28 FBXW11 FDFT1 FERMT1 FGD1 FGFR1 FGFR3 FHL1 FIG4 FKBP10 FKRP FKTN FLNA FLVCR1 FUS FZD2 GABRD GARS1 GCK GDAP1 GDF5 GFM2 GFPT1 GJA1 GJB1 GJB2 GJB6 GLDN GLI3 GMNN GMPPB GNB2 GNPTAB GNS GON7 GPC3 GPC4 GPKOW GRIN1 H4C9 HACD1 HES7 HEXB HINT1 HK1 HLA-DRB1 HNRNPA1 HOXD13 HRAS HS2ST1 HSPB1 HSPG2 IDS IDUA IGF2 IGHMBP2 IKBKG IL6ST INF2 INS IPO8 IRF5 ITGA7 ITGB4 JAG2 JARID2 JUP KAT6B KCNAB2 KCNJ11 KCNK9 KDM5B KDM5C KIAA0319L KIF21A KIF22 KIF5A KLHL9 KMT2A KMT2B KRT1 KRT14 KRT16 KRT9 KY L1CAM LAGE3 LAMA2 LAMB3 LARGE1 LBR LFNG LGI4 LIFR LMBR1 LMBRD2 LMNA LMX1B LUZP1 MAFB MAP3K20 MAP3K7 MAPK1 MARS1 MBTPS2 MECP2 MECR MED11 MED12 MED25 MEG3 MEGF10 MEGF8 MESP2 MKS1 MMP1 MMP2 MMP23B MORC2 MT-TE MUSK MYBPC1 MYH3 MYL1 MYL11 MYL2 MYO9A MYOD1 MYOT NAA10 NALCN NDRG1 NEB NEDD4L NEFL NFATC2 NGLY1 NIPBL NLRP3 NOD2 NOG NSD1 NSUN2 NT5C2 NUP107 NUP133 NUP88 NXN OCRL OPA1 ORAI1 ORC1 ORC4 ORC6 OSGEP OTUD6B P4HTM PAX3 PDGFRB PDPN PDX1 PDXK PEX1 PEX5 PEX6 PHF6 PHGDH PI4KA PIEZO2 PIGA PIGL PIGN PIGY PIK3C2A PIK3R2 PITX1 PLEC PLEKHG5 PLOD1 PLOD2 PLOD3 PMP22 PNPT1 POLR3A POLR3GL POMT1 POR PORCN PPP2R5D PQBP1 PRDM16 PRG4 PRKCZ PSAT1 PSMB8 PSTPIP1 PTDSS1 PTH1R PTRH2 PYCR1 PYROXD1 RAB23 RAB3GAP1 RAPSN RARS2 RBM28 REEP1 RERE RIPPLY2 RMRP RNU4ATAC ROR2 RPL10 RSPO2 RTL1 RTTN RYR1 RYR3 SCARF2 SCN4A SCYL2 SDHA SDHAF1 SDHB SDHD SELENON SEPSECS SETD2 SGCA SGCG SH3PXD2B SHH SIGMAR1 SIK3 SIN3A SKI SLC10A7 SLC12A6 SLC18A3 SLC1A4 SLC25A19 SLC25A4 SLC25A46 SLC26A2 SLC29A3 SLC35A2 SLC35A3 SLC39A13 SLC39A14 SLC39A8 SLC6A9 SMAD3 SMARCAD1 SMC1A SMG9 SMOC1 SNAP25 SNRPB SOX9 SPEG SPEN SPG11 SPRTN SPTBN4 SPTLC1 SRD5A3 STAT3 SUZ12 SVIL SYNE1 SYNE2 SYT2 TBC1D2B TBR1 TBX15 TBX2 TBX3 TCTN3 TDO2 TELO2 TFAP2A TGDS TGFB3 TGFBR1 TGFBR2 TLK2 TMEM218 TMEM222 TMEM43 TMEM70 TNNI2 TNNT1 TNNT3 TOR1A TOR1AIP1 TP53RK TP63 TPM2 TPM3 TPRKB TRIM2 TRPS1 TRPV4 TTN TUBA1A TUBB3 TWIST2 UBA1 UBE4B UFC1 UNC80 UPF3B UROS VARS1 WDR26 WDR4 WDR73 WNT5A WNT7A XYLT1 YRDC ZBTB20 ZC4H2 ZDHHC9 ZMPSTE24 ZNF407 HP_LIMB_MUSCLE_WEAKNESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LIMB_MUSCLE_WEAKNESS AARS1 ABCD1 ACOX1 ACTA1 ACTN2 ADAR ADSS1 AFG3L2 AGRN AIFM1 AK9 AKT1 ALAD ALDH18A1 AMPD1 AMPD3 ANO5 ANXA11 AP5Z1 AR ASAH1 ATL1 ATL3 ATP1A1 ATP5MC3 ATP7B B4GALNT1 BAG3 BAP1 BICD2 BIN1 BSCL2 BTD BVES CACNA1S CADM3 CAPN1 CAPN3 CAV1 CCND1 CCNF CD59 CFL2 CHAT CHCHD10 CHRNA1 CHRNB1 CHRND CHRNE COA7 COL12A1 COL13A1 COL25A1 COL6A1 COL6A2 COL6A3 COLQ COX20 COX6A1 CPOX CPT1C CRPPA CRYAB CYP27A1 CYP7B1 DCTN1 DDHD1 DDHD2 DES DGUOK DHTKD1 DMD DMXL2 DNAJB2 DNM2 DNMT3B DOK7 DSTYK DYM DYNC1H1 DYSF EGR2 EIF2B2 EIF2B3 EMD EMILIN1 ERGIC1 ERLIN2 EXTL3 FA2H FARS2 FBLN5 FBXO38 FDX2 FGD4 FHL1 FKTN FLI1 FLNC GAA GABRA3 GALC GAN GARS1 GBA2 GBF1 GDAP1 GFAP GIPC1 GJB1 GMPPB GNB1 GNB2 GNB4 GNE GYG1 HACD1 HADHA HADHB HARS1 HEXB HINT1 HK1 HMBS HNRNPA1 HSPB1 HSPB3 HSPB8 HSPD1 HSPG2 HYCC1 IBA57 IGHMBP2 INF2 ITGA7 JAG1 JAG2 KARS1 KBTBD13 KCNJ10 KCNJ18 KIF1A KIF1B KIF5A KLHL41 KPNA3 KY L1CAM LAMA2 LAMP2 LBR LDB3 LIG3 LIPE LMNA LMOD3 LPIN1 LRP12 LRP4 LRSAM1 LYST MAP3K20 MAPT MARS1 MATR3 MB MCM3AP MEGF10 MFN2 MLIP MME MORC2 MPV17 MPZ MRPS2 MT-ATP6 MT-CO1 MT-CO3 MTAP MTHFR MTMR14 MTRFR MTTP MUSK MYF6 MYH14 MYH7 MYL2 MYO9A MYOT MYPN NDRG1 NEB NEFH NEFL NF1 NF2 NIPA1 NOTCH2NLC NUP54 NUP62 OBSCN ORAI1 PABPN1 PDGFB PDK3 PDXK PEX7 PHKA1 PHYH PI4KA PIEZO2 PIGN PIK3CA PLEC PLIN4 PLOD1 PLP1 PMP2 PMP22 PNKP PNPLA2 PNPLA6 POGLUT1 POLG POLG2 POMT1 POPDC3 POU3F4 PPOX PRNP PRORP PRX PYROXD1 RAB7A RAI1 RAPSN RASA1 REEP1 RILPL1 RNASEH1 RNF170 RRM2B RTN2 RYR1 SACS SARDH SBF1 SBF2 SCN4A SCO2 SCYL1 SCYL2 SDHA SECISBP2 SELENON SGCG SH3TC2 SIGMAR1 SLC12A6 SLC18A3 SLC25A1 SLC25A21 SLC25A4 SLC33A1 SLC52A2 SLC5A6 SLC5A7 SMARCB1 SMARCE1 SMCHD1 SMN1 SMN2 SMO SMPX SNAP25 SORD SPART SPAST SPG11 SPG21 SPG7 SPTLC1 SPTLC2 SQSTM1 SUFU SYNE1 SYNE2 SYT2 TBCE TCAP TDP1 TERT TFG TIA1 TK2 TMEM43 TNNT1 TPM2 TPM3 TRAF7 TRIM32 TRIP4 TRPV4 TTN TWNK TYMP UBAP1 VAMP1 VAPB VCP VHL VMA21 VPS13A VPS13D VWA1 WARS1 WASHC5 YARS1 ZFYVE26 ZFYVE27 HP_LIMB_MYOCLONUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LIMB_MYOCLONUS ABCD1 ASAH1 CACNA1H CDKL5 CPLX1 DRD2 GABBR2 GABRA1 GABRB3 GABRG2 JRK KCNQ2 KCNQ3 KCTD17 KCTD7 MAPT MECP2 NOP56 NTNG1 PRDX3 PRNP PRRT2 SCN2A SCN8A SGCE SLC2A1 SMC1A TBC1D24 TOR1A HP_LIMB_PAIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LIMB_PAIN ACP5 ALDH18A1 ATL1 ATL3 B2M BSCL2 CCND1 COL1A1 COL2A1 COL5A1 COL5A2 COL9A1 COL9A2 COL9A3 COMP CPOX ERLIN1 FAR1 FLI1 FN1 GJB2 GJB6 HEPHL1 HMBS HTRA1 HYAL1 IDUA KRT14 KRT16 KRT17 KRT5 KRT6A KRT6B LEMD3 LMX1B MAFB MATN3 MFN2 MME MMP13 MT-ATP6 MT-TK NAGLU NLRP12 PRKRA RASA1 SLCO2A1 SPG7 SPTLC1 SPTLC2 TGFB1 TONSL TRAPPC2 TREX1 VHL HP_LIMB_TREMOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LIMB_TREMOR ANO3 CACNA1G CARS2 CDC42BPB CIZ1 CLN5 COL6A3 DDC GRIA3 ITPA ITPR1 LMNB1 MPZ PEX16 PGAP1 PLA2G6 PMP22 SLC12A6 SNRPN TUBB4A UBE3A HP_LIMB_UNDERGROWTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LIMB_UNDERGROWTH ACAN ACP5 ACTB ADAMTS2 ADNP AFF3 AFF4 AGPS ALG12 ALG9 ALPL ANTXR2 APC ARCN1 ARL6IP6 ASXL1 ATR B2M B3GAT3 B3GLCT B9D1 BMPR1B BPNT2 BPTF BRCA1 BRCA2 BRD4 BRIP1 CCDC8 CCNQ CD96 CDKN1C CEP120 CEP57 CFAP410 CHD7 CHN1 CHST3 CHUK CILK1 CLPB CLTCL1 COG1 COL10A1 COL11A1 COL11A2 COL1A1 COL1A2 COL2A1 COL9A1 COL9A2 COL9A3 COMP CREB3L1 CRTAP CSGALNACT1 CSPP1 CTSK CUL7 DDR2 DDRGK1 DHCR24 DHCR7 DHODH DLK1 DONSON DPM1 DPYD DVL1 DVL3 DYM DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 EBP EFNB1 EIF4A3 ERCC4 ESCO2 EVC EVC2 EXOC6B EXT1 EXT2 EXTL3 FAM20C FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FGF10 FGFR1 FGFR2 FGFR3 FLNA FLNB FN1 FUT8 FZD2 GAD1 GDF5 GHR GLB1 GLI1 GLI3 GLUL GNA11 GNAS GNPAT GPC6 GPX4 GSC HDAC6 HDAC8 HHAT HRAS HSPG2 HYLS1 IDH1 IDH2 IFT122 IFT140 IFT172 IFT43 IFT52 IFT80 IFT81 IHH IL6ST INPPL1 JAG1 KIAA0586 KIAA0753 KIF15 KIF7 KMT2A KYNU LAMA5 LBR LIFR LONP1 LRP4 LTBP3 MAB21L2 MAD2L2 MAFB MATN3 MBTPS2 MEG3 MMP13 MMP9 MTOR MYSM1 NBAS NEK1 NGLY1 NIN NIPBL NOG NPR2 NXN OBSL1 PALB2 PAM16 PAPSS2 PCNT PCYT1A PDE4D PDHA1 PEX7 PHGDH PIGT PIGY PKDCC PLCB3 POC1A POLE PPIB PRKACA PRKACB PRKAR1A PRKG2 PSMD12 PTH1R PUF60 RAC1 RAD21 RAD51 RAD51C RBM10 RBM8A RECQL4 RFWD3 RIPK4 RMRP RNU4ATAC ROR2 RPL26 RPS19 RTL1 SALL4 SCARF2 SERPINH1 SF3B4 SHOX SIK3 SLC26A2 SLC35C1 SLC35D1 SLC39A8 SLX4 SMC1A SMC3 SMO TAPT1 TBCK TBX15 TBX3 TBX5 TCTN3 TONSL TRIP11 TRPV4 TTC21B UBE2T VPS35L WDR19 WDR35 WNT5A WNT7A XRCC2 XRCC4 ZNF699 HP_LIMITATION_OF_JOINT_MOBILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LIMITATION_OF_JOINT_MOBILITY ABCA12 ABCC9 ACTA1 ACTB ACTG1 ACTG2 ACVR1 ADAMTS10 ADAMTS17 ADAMTS2 ADAMTSL2 ADAMTSL4 ADAT3 ADCY6 ADGRG6 ADGRV1 AGA AKT1 ALDH18A1 ALDH3A2 ALG1 ALOX12B ALOXE3 ANKH ANKRD55 ANO5 ANTXR2 APC ARSB ASAH1 ASPA ASPN ASXL1 ATAD1 ATP7A ATR ATRX B3GAT3 B3GLCT BANF1 BAZ1B BCL7B BGN BHLHA9 BMP1 BMP6 BMPR1B BPNT2 BRD4 BUD23 CAPN3 CASZ1 CBS CCN6 CD244 CD247 CD96 CHMP1A CHRNG CHST11 CHST3 CIITA CISD2 CKAP2L CLCF1 CLIP2 CNTNAP1 COL11A2 COL12A1 COL1A1 COL1A2 COL25A1 COL27A1 COL2A1 COL6A1 COL6A2 COL6A3 COL9A3 COLEC10 COLEC11 COLQ COMP CPT2 CRLF1 CSGALNACT1 CTNNB1 DDR2 DEAF1 DKK1 DMD DNAJC30 DPYSL5 DST DVL1 DYM DYSF ECEL1 EED EIF4H ELN EMD EMG1 ENPP1 EPG5 ERCC1 ERCC2 ERCC5 ERCC6 ERCC8 ERGIC1 ERLIN2 ESCO2 EXT1 EXT2 EXTL3 EZH2 F8 FBN1 FBN2 FBXO28 FDFT1 FGF9 FGFR1 FGFR2 FGFR3 FHL1 FKBP10 FKBP6 FLII FLNA FLNB FLNC FN1 FUZ FZD2 GABRA1 GABRD GABRG2 GBE1 GDAP1 GDF5 GJB2 GLB1 GLDN GLE1 GLRA1 GLRB GNAI3 GNAS GNB1 GNB2 GNE GNPTAB GNPTG GNS GPC6 GPHN GPKOW GSC GTF2I GTF2IRD1 GTF2IRD2 GTPBP2 GUSB HACD1 HCN1 HDAC8 HERC1 HFE HGD HGSNAT HLA-B HLA-DRB1 HNRNPDL HOXA11 HPGD HRAS HS2ST1 HSPG2 IDH1 IDH2 IDS IDUA IFITM5 IL10 IL2RA IL2RB IL6ST INPPL1 IQSEC2 IRF6 ITCH ITGA7 JAG2 KCNAB2 KCNK9 KIF1A KIF22 KRT1 KRT83 KY L1CAM LAMA2 LAMB2 LARGE1 LBR LEMD3 LGI4 LIFR LIMK1 LMBR1 LMNA LMX1B LSS LTBP2 LTBP3 LUZP1 MACROH2A1 MAF MAFB MAN2B1 MAP3K20 MAP3K7 MAPK1 MASP1 MATN3 MBTPS2 MECOM MECP2 MED12 MET METTL27 MFN2 MLXIPL MMP13 MMP2 MMP23B MMP9 MTX2 MUSK MVK MYBPC1 MYH3 MYH8 MYL1 MYL11 MYL2 MYOT NAE1 NAGLU NALCN NCF1 NDE1 NDUFS3 NEK9 NFIX NFKBIL1 NIPA1 NIPBL NOD2 NOG NOTCH3 NPR2 NSD1 OCA2 OCRL OPA3 P4HA2 P4HTM PAX3 PCDH19 PCNT PCYT1A PDGFRB PDPN PERP PHEX PIEZO2 PIGA PIGY PIK3C2A PITX1 PKDCC PLA2G6 PLOD1 PLOD2 PLOD3 PLP1 PNKD POMT1 POR PPP1R12A PPP2R3C PRDM16 PRG4 PRKCZ PRRT2 PSMB8 PSTPIP1 PTDSS1 PTEN PTF1A PTH1R PTPN11 PTPN2 PTPN22 PYCR1 RAB18 RAB33B RAB3GAP1 RAB3GAP2 RAD21 RAI1 RECQL4 RERE RFC2 RMRP RNU4ATAC RSPO2 RSPRY1 SALL4 SCARF2 SCN1A SCN1B SCN2A SCN4A SCN9A SCUBE3 SCYL2 SELENON SETBP1 SF3B4 SFRP4 SGCA SGSH SH3PXD2B SHH SHOX SKI SLC22A4 SLC25A19 SLC25A46 SLC26A2 SLC29A3 SLC39A8 SLC6A5 SLC6A9 SLCO2A1 SMAD4 SMAD6 SMARCB1 SMC1A SMC3 SNRPB SPEN SPRED2 SPRTN STAG1 STAT4 STING1 STX1A STX1B STXBP1 SUMF1 SUZ12 SVIL SYNE1 SYNE2 SYT2 TBC1D20 TBL2 TBX15 TBX3 TBX4 TBX5 TDO2 TFAP2A TFE3 TGDS TGFB1 TGM1 TMEM222 TMEM270 TMEM43 TNFRSF11B TNNI2 TNNT1 TNNT3 TONSL TOR1A TPM2 TPM3 TRAPPC2 TREM2 TRPV3 TRPV4 TTN TYROBP UBA1 UBE3A UBE4B UNC80 USB1 USP9X VANGL1 VAPB VCP VPS33A VPS37D WFS1 WNT5A WNT7A WRN ZC4H2 ZMPSTE24 ZNHIT3 HP_LIMITATION_OF_KNEE_MOBILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LIMITATION_OF_KNEE_MOBILITY ADGRV1 ASAH1 ATP7A BMP1 COL2A1 COL9A3 CSGALNACT1 DPYSL5 DYM DYSF ECEL1 EXT1 EXT2 EZH2 FBN2 FLNA FLNC GABRA1 GABRD GABRG2 GPC6 HCN1 HGD MAP3K7 MYOT PCDH19 SCN1A SCN1B SCN2A SCN9A STX1B TOR1A VCP HP_LIMITATION_OF_MOVEMENT_AT_ANKLES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LIMITATION_OF_MOVEMENT_AT_ANKLES FLNA LMNA MAP3K7 NIPA1 OCA2 UBE3A ZMPSTE24 HP_LIMITATION_OF_NECK_MOTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LIMITATION_OF_NECK_MOTION ACVR1 ATP1A2 CACNA1A COL2A1 COL6A2 DKK1 ERLIN2 FHL1 GABRA1 GABRG2 GDF6 IRF3 LMNA MEOX1 MYH3 MYH7 MYL11 NDE1 NDUFS3 NEK9 NOG PCDH19 PRRT2 SCN1A SCN1B SCN2A SCN9A SELENON TBK1 TICAM1 TLR3 TRAF3 TTN UNC93B1 HP_LIMITED_ELBOW_EXTENSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LIMITED_ELBOW_EXTENSION ABCC9 ATP7A BGN BPNT2 CLCF1 COL27A1 COL2A1 COL9A3 COMP CRLF1 CSGALNACT1 DVL1 DYM ESCO2 EZH2 FBN1 FBN2 FGFR2 FGFR3 FLNA FLNB FZD2 GNB1 GPC6 HDAC8 ITCH KCNK9 LBR LMX1B MAPK1 MATN3 MED12 MMP13 NIPBL NPR2 OPA3 PCNT POR PPP2R3C RAB33B RMRP RNU4ATAC RSPRY1 SF3B4 SFRP4 SPRED2 STAG1 TBX5 TDO2 TFE3 TONSL WNT5A HP_LIMITED_ELBOW_FLEXION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LIMITED_ELBOW_FLEXION ASXL1 CHST3 FZD2 GPC6 KCNK9 LMX1B MYOT PTH1R SLC26A2 STXBP1 HP_LIMITED_ELBOW_MOVEMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LIMITED_ELBOW_MOVEMENT ABCC9 ACTA1 ALDH18A1 ANO5 ASXL1 ATP7A ATR B3GAT3 B3GLCT BANF1 BGN BPNT2 CAPN3 CHST3 CLCF1 COL12A1 COL25A1 COL27A1 COL2A1 COL6A1 COL6A2 COL6A3 COL9A3 COLEC10 COLEC11 COMP CPT2 CRLF1 CSGALNACT1 DDR2 DMD DVL1 DYM DYSF ECEL1 EMD ERCC1 ERCC6 ERGIC1 ERLIN2 ESCO2 EXTL3 EZH2 FBN1 FBN2 FBXO28 FDFT1 FGFR2 FGFR3 FHL1 FKBP10 FLNA FLNB FZD2 GJB2 GLDN GNB1 GNB2 GNS GPC6 HACD1 HDAC8 HOXA11 HRAS HS2ST1 IFITM5 IL6ST ITCH ITGA7 JAG2 KCNK9 KIF22 KY LAMA2 LARGE1 LBR LGI4 LIFR LMNA LMX1B LTBP3 MAP3K20 MAP3K7 MAPK1 MASP1 MATN3 MECOM MED12 MET MMP13 MYH3 MYL1 MYL11 MYL2 MYOT NALCN NIPBL NPR2 OPA3 P4HTM PCNT PIGA PIGY PIK3C2A PITX1 PLOD1 PLOD2 PLOD3 POR PPP2R3C PSMB8 PSTPIP1 PTDSS1 PTH1R PTPN11 PYCR1 RAB33B RECQL4 RMRP RNU4ATAC RSPO2 RSPRY1 SALL4 SCARF2 SCN4A SCYL2 SELENON SF3B4 SFRP4 SHOX SLC25A46 SLC26A2 SLC29A3 SLC39A8 SLC6A9 SMAD6 SMC1A SMC3 SNRPB SPRED2 SPRTN STAG1 STXBP1 SVIL SYNE1 SYNE2 SYT2 TBX15 TBX3 TBX5 TDO2 TFAP2A TFE3 TMEM222 TMEM43 TONSL TOR1A TPM2 TPM3 TRAPPC2 TRPV4 UBA1 UNC80 WNT5A WNT7A HP_LIMITED_EXTRAOCULAR_MOVEMENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LIMITED_EXTRAOCULAR_MOVEMENTS CHP1 COL25A1 COLQ HSD17B4 KIF21A LAMB2 NKX6-2 PHOX2A SCO2 SYT2 TUBA1A TUBB2B TUBB3 VAMP1 VMA21 HP_LIMITED_HIP_EXTENSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LIMITED_HIP_EXTENSION CHST3 COMP DST FGFR3 KY HP_LIMITED_HIP_MOVEMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LIMITED_HIP_MOVEMENT CHST3 COL2A1 COMP DST DYSF EXT1 EXT2 FGFR3 GPC6 HGD KY LMNA MATN3 NFIX NIPA1 PIEZO2 PTH1R TNNT1 TPM2 TRPV4 TTN ZMPSTE24 HP_LIMITED_KNEE_EXTENSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LIMITED_KNEE_EXTENSION ADGRV1 ATP7A COL9A3 CSGALNACT1 DPYSL5 DYM EZH2 FBN2 GABRA1 GABRD GABRG2 GPC6 HCN1 PCDH19 SCN1A SCN1B SCN2A SCN9A STX1B HP_LIMITED_KNEE_FLEXION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LIMITED_KNEE_FLEXION ECEL1 FLNA FLNC GPC6 VCP HP_LIMITED_NECK_RANGE_OF_MOTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LIMITED_NECK_RANGE_OF_MOTION GABRA1 GABRG2 GDF6 MEOX1 MYL11 NOG PCDH19 SCN1A SCN1B SCN2A SCN9A HP_LIMITED_PRONATION_SUPINATION_OF_FOREARM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LIMITED_PRONATION_SUPINATION_OF_FOREARM COLEC10 COLEC11 HOXA11 IFITM5 LMX1B MASP1 MECOM MET SMAD6 HP_LIMITED_WRIST_MOVEMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LIMITED_WRIST_MOVEMENT COLQ FLNA GDAP1 GNE GNPTAB LAMB2 LMNA LTBP3 MAP3K7 OPA3 PIEZO2 SALL4 SHOX TRAPPC2 ZMPSTE24 HP_LINEAR_ARRAYS_OF_MACULAR_HYPERKERATOSES_IN_FLEXURAL_AREAS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LINEAR_ARRAYS_OF_MACULAR_HYPERKERATOSES_IN_FLEXURAL_AREAS KRT16 KRT17 KRT6A KRT6B POMP HP_LINGUAL_DYSTONIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LINGUAL_DYSTONIA ATP13A2 GNAL NGLY1 THAP1 VPS13A HP_LIPEMIA_RETINALIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LIPEMIA_RETINALIS APOC2 G6PC1 GPIHBP1 LPL SLC37A4 HP_LIPOATROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LIPOATROPHY ABCC9 ACTB ACTC1 ACTN2 ADAR ANKRD1 BAG3 BAG5 BANF1 CAP2 CLMP COL3A1 CRYAB CSRP3 DES DMD DOLK DSG2 DSP FBN1 FHL2 FKTN FLNA FUCA1 GATAD1 HAND2 IFIH1 JPH2 LAMA4 LDB3 LMNA LMNB2 LMOD2 LSM11 MYBPC3 MYH6 MYH7 MYPN NEXN PDGFRB PIK3CA PIK3R1 PLIN1 PLN POLR3A PPARG PPCS PRDM16 PSEN1 PSEN2 RAF1 RBM20 RBM28 RNASEH2A RNASEH2B RNASEH2C RNU7-1 RPL3L SAMHD1 SCN5A SDHA SGCD SLC25A24 TAF1A TAFAZZIN TCAP TMPO TNNC1 TNNI3 TNNT2 TPM1 TREX1 TTN TXNRD2 VCL VEZF1 WRN HP_LIPODYSTROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LIPODYSTROPHY ABCC9 ACTB ACTC1 ACTN2 ADAR AGPAT2 AKT2 ALB ALG3 ALG9 ANKRD1 ATP6V0A2 ATP6V1A ATP6V1E1 B4GALT7 BAG3 BAG5 BANF1 BSCL2 CAP2 CAV1 CAVIN1 CIDEC CLMP COL3A1 CRYAB CSRP3 DDOST DES DMD DNASE2 DOLK DPAGT1 DSG2 DSP EMD FBN1 FGFR1 FHL1 FHL2 FKTN FLNA FOS FUCA1 GATAD1 GRM7 HAND2 IFIH1 IGF1R JPH2 KCNJ6 KRAS LAMA4 LDB3 LIPE LMF1 LMNA LMNB2 LMOD2 LSM11 MTX2 MYBPC3 MYH6 MYH7 MYPN NEXN OTULIN PDGFRB PIK3CA PIK3R1 PLIN1 PLN PMM2 POLD1 POLR3A POMP PPARG PPCS PRDM16 PSEN1 PSEN2 PSMB4 PSMB8 PSMB9 PSMG2 RAF1 RBM20 RBM28 RNASEH2A RNASEH2B RNASEH2C RNU7-1 RPL3L SAMHD1 SCN5A SDHA SGCD SLC25A24 SLC29A3 SPRTN SYNE1 SYNE2 TAF1A TAFAZZIN TCAP TMEM43 TMPO TNNC1 TNNI3 TNNT2 TPM1 TREX1 TTN TWIST2 TXNRD2 VCL VEZF1 VPS4A WRN ZMPSTE24 HP_LIPOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LIPOMA AKT1 ALX3 APC CCL2 CDC73 COQ6 FGFR1 FUZ KLLN LZTR1 MAD1L1 MFN2 MSTO1 NF2 PIK3CA PTEN RPL10 SDHB SDHC SDHD SEC23B SMARCB1 TAF1 TBXT USF3 VANGL1 VANGL2 ZSWIM6 HP_LIP_PIT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LIP_PIT EYA1 GRHL3 IRF6 KDM6A KMT2D MSX1 NECTIN1 OFD1 RIPK4 SIX1 SMO TFAP2A TP63 HP_LISSENCEPHALY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LISSENCEPHALY ACTB ACTG1 ADAMTS3 ADGRG1 AKT3 ALG12 ANKLE2 APC2 ARHGAP31 ARX ASPM ATP6V0A2 ATP6V1A ATP6V1E1 ATR B3GALNT2 B4GAT1 BLTP1 CAMSAP1 CASK CCBE1 CCDC88A CDK5 CDK5RAP2 CDK6 CDKL5 CENPE CENPJ CEP135 CEP152 CEP63 CEP85L CIT COL4A1 COPB2 CPT2 CRADD CRPPA CSNK2A1 CTNNA2 CTU2 DAG1 DCHS1 DCX DHCR24 DLK1 DMXL2 DYNC1H1 EML1 ETFA ETFB ETFDH EXOSC5 FAT4 FBXO28 FH FIG4 FKRP FKTN FLI1 FOXG1 FRMD5 FTO GFM2 GMPPB GNAO1 GON7 GPX4 GRIN1 GRM7 HIC1 ISCA1 KAT6B KATNB1 KCNA1 KIF14 KIF2A KIFBP KNL1 LAGE3 LAMA2 LAMB1 LAMC3 LARGE1 LMNB1 MACF1 MCM7 MCPH1 MEG3 METTL5 MFSD2A MLYCD MPDZ MTOR NARS1 NCAPD3 NDE1 NEK1 NEUROD2 NFIX NSDHL NUP107 NUP133 NUP37 OCLN OSGEP PAFAH1B1 PDHB PEX10 PEX13 PEX2 PHC1 PHGDH PI4KA PIDD1 PIGP PIGQ PIK3CA PIK3R2 PNKP POMGNT1 POMGNT2 POMK POMT1 POMT2 PPFIBP1 PRKDC PSAT1 PYCR2 RAB18 RAB3GAP1 RAB3GAP2 RELN RMND1 RNU4ATAC RTL1 RTTN RXYLT1 SARS1 SASS6 SCN1B SCN2A SIK1 SLC25A19 SLC25A22 SLC30A9 SLC32A1 SNAP29 SRPX2 STIL STS TAF13 TBC1D20 TBR1 TCTN1 TCTN2 TMTC3 TMX2 TP53RK TP73 TPRKB TRAPPC10 TRAPPC14 TRIM8 TUBA1A TUBB TUBB2B TUBB3 TUBG1 TUBGCP2 TUBGCP6 VAC14 VIPAS39 VLDLR VPS33B WARS1 WDR26 WDR4 WDR62 WDR73 YRDC YWHAE ZNHIT3 HP_LIVEDO https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LIVEDO ACTA2 ADA2 ATR GUCY1A1 MYH11 PDSS1 POLE RECQL STING1 HP_LIVEDO_RETICULARIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LIVEDO_RETICULARIS ACTA2 ADA2 GUCY1A1 MYH11 PDSS1 RECQL STING1 HP_LIVER_ABSCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LIVER_ABSCESS ABCB4 CTSC CYBA CYBB CYBC1 IGHG2 IGKC IRAK4 NCF1 NCF2 NCF4 PKHD1 HP_LOBAR_HOLOPROSENCEPHALY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LOBAR_HOLOPROSENCEPHALY B9D1 B9D2 CC2D2A CEP290 CNOT1 CSPP1 FGFR1 MKS1 PTCH1 RAD21 RPGRIP1 RPGRIP1L RTTN TCTN1 TCTN2 TCTN3 TMEM107 TMEM216 TMEM231 TMEM237 TMEM67 TXNDC15 ZIC2 HP_LOBULATED_TONGUE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LOBULATED_TONGUE C2CD3 CEP120 CPLANE1 DDX59 FAM149B1 KIAA0753 KIF7 MEF2C MKS1 OFD1 PDE6D SCNM1 TCTN3 TMEM216 TMEM231 TOPORS HP_LOCALIZED_HIRSUTISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LOCALIZED_HIRSUTISM AFF4 ARID1B CKAP2L CPOX CREBBP DLK1 EP300 FLNA GNS MEG3 PEPD PPP1R21 PRMT7 RPL10 RTL1 SLC25A12 TASP1 TBX15 TP63 WASHC4 WNT4 HP_LOCALIZED_OSTEOPOROSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LOCALIZED_OSTEOPOROSIS BMP15 BNC1 FOXA2 FSHR GLI2 HESX1 HTRA1 LHX4 MRPS22 MSH4 NR5A1 NUP107 OTX2 POLR3H POU1F1 PROP1 PSMC3IP RUNX2 SOX3 SPIDR TRAPPC2 ZSWIM7 HP_LOCALIZED_SKIN_LESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LOCALIZED_SKIN_LESION AAGAB ABCA1 ABCA4 ABCB6 ABCC6 ABCC9 ABCG5 ABCG8 ABL1 ACD ACP5 ACTB ACVR1 ADA2 ADAM10 ADAMTS2 ADAMTSL2 ADAR ADNP AEBP1 AFF3 AGBL5 AHI1 AHR AIP AIRE AK2 AKT1 ALDH18A1 ALG9 ALPL ALX1 ALX3 ALX4 ANAPC1 ANK1 ANKLE2 ANKRD11 ANTXR1 ANTXR2 AP1S3 APC APOA1 APOA2 APOA5 APOB APOC2 APOE AQP5 ARF1 ARFGEF2 ARHGAP31 ARHGEF18 ARID1B ARL2BP ARL3 ARL6 ARL6IP6 ARMC5 ARVCF ASAH1 ASXL1 ASXL2 ATIC ATL1 ATL3 ATM ATP2A2 ATP2C1 ATP6V1B2 ATP7A ATRX AUTS2 B2M B3GALT6 B3GLCT B4GALT7 B9D2 BAP1 BAZ1B BBS1 BBS2 BCL2 BCL6 BCL7B BCOR BEST1 BGN BICD2 BLM BLOC1S5 BMS1 BRAF BRCA1 BRCA2 BRF1 BRIP1 BTK BTNL2 BUB1 BUB1B BUB3 BUD23 C1R C1S C4A CA4 CAMK2A CAMK2G CAPN15 CARD14 CARMIL2 CASZ1 CAV1 CBL CC2D2A CCDC22 CCL2 CCN2 CCR1 CCR6 CCT5 CD28 CD96 CDC42 CDH1 CDH11 CDH23 CDH3 CDHR1 CDK10 CDK13 CDK4 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CEP57 CERKL CETP CFAP418 CFTR CHD7 CHN1 CHRNA7 CHRNG CHST14 CHUK CIB1 CITED2 CLCN7 CLDN1 CLEC7A CLIP2 CLPB CLRN1 CLTRN CNGA1 CNGB1 COL12A1 COL14A1 COL17A1 COL1A1 COL1A2 COL25A1 COL2A1 COL3A1 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 COL7A1 COLEC10 COMT COPB1 COX7B CPLX1 CPOX CRB1 CREBBP CRIPT CRX CSTA CTBP1 CTC1 CTCF CTLA4 CTNNB1 CTNND1 CTNND2 CTSC CUL4B CWC27 CYBA CYBB CYBC1 CYLD CYP1B1 CYP26C1 CYP27A1 DACT1 DCHS1 DCLRE1C DDB2 DDIT3 DDR2 DDX11 DEAF1 DHCR24 DHCR7 DHDDS DHPS DHX30 DHX38 DICER1 DIS3L2 DKC1 DLG4 DLL4 DNAJC21 DNAJC30 DOCK6 DOCK8 DPAGT1 DPP9 DPYSL5 DSC3 DSE DSP DST DSTYK DUT DVL1 DVL3 DYRK1A EBP ECM1 EDA EDAR EDARADD EDEM3 EDN1 EDN3 EDNRA EDNRB EED EFTUD2 EGFR EIF2AK3 EIF2AK4 EIF4H ELANE ELN ELOVL4 ENPP1 EOGT EP300 EPB42 EPHB4 EPHX2 ERAP1 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ERF ERGIC1 ERMARD ESCO2 EXT2 EXTL3 EYA1 EYS EZH2 F12 FAM161A FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAS FAT4 FBN1 FERMT1 FERMT3 FGF3 FGFR1 FGFR2 FGFR3 FGFRL1 FKBP10 FKBP14 FKBP6 FLCN FLNA FLNB FLT4 FMR1 FN1 FOCAD FRA10AC1 FSCN2 FUS FUZ FZD2 G6PC1 GABRD GALC GATA1 GATA4 GATA5 GATA6 GBA1 GBE1 GDF1 GFI1 GGCX GHR GJA1 GJA5 GJB2 GJB3 GJB4 GJB6 GLA GLMN GLS GNA11 GNA14 GNAI3 GNAQ GNAS GNB2 GORAB GP1BB GPC3 GPC4 GPIHBP1 GPNMB GRB10 GRHL3 GSC GSN GTF2I GTF2IRD1 GTF2IRD2 GUCA1B H1-4 H19 H4C3 H4C5 H4C9 HAVCR2 HBB HCCS HDAC8 HEATR3 HEPACAM HEXB HGSNAT HIC1 HIRA HK1 HLA-B HLA-DPA1 HLA-DPB1 HLA-DQB1 HLA-DRB1 HMGA2 HNRNPK HNRNPU HOXA13 HPS1 HRAS HSPA9 HSPG2 IARS2 IDH1 IDH2 IDH3A IDH3B IDS IFNG IFNGR1 IFT140 IFT172 IFT88 IGF1 IGF2 IKBKG IKZF1 IL10 IL12A IL12A-AS1 IL12B IL17F IL17RA IL17RC IL23R IL36RN IL6 IL6ST IL7 IMPDH1 IMPG1 IMPG2 INSR IPO8 IRF5 IRF6 IRX5 ITGA6 ITGB2 ITGB4 JAG1 JMJD1C KANSL1 KAT6A KCNAB2 KCNJ2 KCNK9 KCNQ1 KCNQ1OT1 KCTD1 KDF1 KDM5C KDM6A KDM6B KDR KDSR KIAA0319L KIAA1549 KIF11 KIF15 KIF1A KIF1B KIF7 KIT KITLG KIZ KLHL24 KLHL7 KLLN KLRC4 KMT2A KMT2D KRAS KRT1 KRT10 KRT14 KRT16 KRT17 KRT2 KRT5 KRT6A KRT6B KRT83 LAMA3 LAMB3 LAMC2 LBR LDHA LDLR LDLRAP1 LEMD3 LETM1 LIFR LIG4 LIMK1 LIPC LIPH LMF1 LMNA LORICRIN LOX LPAR6 LPIN2 LPL LRAT LRP1 LRP5 LSS LTBP2 LTV1 LUZP1 LYST LZTR1 MAD1L1 MAD2L2 MAFB MAK MAN1B1 MAN2C1 MAP1B MAP2K1 MAP2K2 MAP3K7 MAPK1 MAPRE2 MASP1 MAX MBTPS2 MC1R MCTP2 MDM2 MED12 MED13L MED25 MEFV MEN1 MERTK METTL27 MGMT MGP MID1 MITF MLH1 MLX MLXIPL MMP1 MMP14 MMP2 MMP23B MPDU1 MPL MPV17 MRAS MSH2 MSH6 MSL3 MSX1 MSX2 MTAP MTOR MVK MYH3 MYOC MYSM1 NAA10 NADSYN1 NAGA NAXE NBN NCAPG2 NCF1 NCF2 NCF4 NCSTN NDUFB11 NECTIN1 NEDD4L NEK2 NEK9 NELFA NF1 NF2 NFIX NFKB1 NGF NHP2 NKX2-5 NKX2-6 NLRP1 NLRP3 NOD2 NONO NOP10 NOTCH1 NOTCH2 NOTCH3 NPHP3 NPM1 NR2E3 NR3C1 NRAS NRL NSD2 NSDHL NSMCE2 NSUN2 NTRK1 NXN OCA2 OCRL ODC1 OFD1 ORC1 OTUD6B OTULIN P4HA2 PAFAH1B1 PALB2 PARN PAX1 PAX3 PCARE PCGF2 PCNT PCSK9 PDE11A PDE4D PDE6A PDE6B PDE6G PDGFB PDGFRB PDPN PEPD PERP PGM3 PHIP PIGA PIGG PIGL PIGN PIGS PIK3CA PIK3R1 PLAG1 PLCB4 PLEC PLOD1 PLP1 PLXND1 PMS2 PMVK POFUT1 POGLUT1 POLA1 POLD1 POLE POLH POLR1B POLR1C POLR1D POLR3A POMGNT1 POMP PORCN POT1 PPARG PPOX PPP1CB PPP1R17 PRCD PRDM16 PRKAR1A PRKCD PRKCZ PRKD1 PRMT7 PROC PROM1 PROS1 PRPF3 PRPF31 PRPF4 PRPF6 PRPF8 PRPH2 PRR12 PRTN3 PSAP PSENEN PSMB8 PSMD12 PSTPIP1 PTCH1 PTCH2 PTDSS1 PTEN PTH1R PTPN11 PTPN22 PUF60 PUS3 PYCR1 RAB23 RAD51 RAD51C RAF1 RASA1 RASA2 RBBP8 RBCK1 RBM28 RBM8A RBP3 RBPJ RDH12 RECQL RECQL4 REEP6 RERE RET RETREG1 REV3L RFC2 RFWD3 RFX7 RGR RHO RHOA RIPK4 RIT1 RLBP1 RMRP ROM1 ROR2 RP1 RP1L1 RP2 RP9 RPE65 RPGR RPL10 RRAS RRAS2 RREB1 RTEL1 SAG SALL1 SALL4 SASH1 SATB2 SBF2 SCAPER SCARF2 SCN9A SCYL2 SDHB SDHC SDHD SEC23B SEC24C SEMA3E SEMA4A SEMA5A SET SETBP1 SETD5 SF3B2 SF3B4 SH3PXD2B SHANK3 SHOC2 SIX1 SIX5 SKI SKIC2 SKIC3 SLC17A9 SLC25A24 SLC26A2 SLC29A3 SLC2A10 SLC35C1 SLC37A4 SLC39A13 SLC39A4 SLC45A2 SLC4A1 SLC6A19 SLC7A14 SLC9A1 SLF2 SLURP1 SLX4 SMAD2 SMAD3 SMARCA2 SMARCAD1 SMARCAL1 SMC3 SMC5 SMG9 SMO SMOC1 SMPD1 SNAI2 SNRNP200 SNRPN SOS1 SOS2 SOX10 SOX18 SOX9 SPATA7 SPECC1L SPEN SPOP SPRED1 SPRED2 SPTA1 SPTB SPTBN1 SPTLC1 SPTLC2 SRP19 SRP54 ST3GAL5 STAG2 STAMBP STAT3 STAT4 STEAP3 STK11 STX1A SUFU SUGCT SUZ12 SVBP SYK SYT1 TAF1 TAP1 TAP2 TAPBP TASP1 TBL2 TBX1 TBX4 TBXT TCF4 TCIRG1 TCOF1 TEK TERC TERF2IP TERT TFAP2A TGFB2 TGFB3 TGFBR1 TGFBR2 TGM5 THPO TINF2 TLR4 TMC6 TMC8 TMCO1 TMEM127 TMEM260 TMEM270 TMTC3 TNFRSF11A TNFRSF11B TNFRSF1A TNFRSF1B TNXB TOP3A TOPORS TP53 TP53RK TP63 TRAF3IP2 TRAF6 TREX1 TRIM37 TRIP13 TRPM3 TRPM4 TRPV3 TSC1 TSC2 TTC8 TTPA TUB TUBB TULP1 TWIST2 TXNL4A TYMS TYR TYRP1 UBA1 UBA2 UBAC2 UBE2A UBE2T UBE3B UBE4B UBR1 UFD1 UROD UROS USB1 USF3 USH2A USP48 USP8 USP9X VANGL1 VANGL2 VHL VPS13B VPS35L VPS37D WAS WASF1 WASHC5 WBP11 WDR1 WIPF1 WLS WNK1 WNT10A WNT5A WRAP53 WRN XPA XPC XRCC2 XYLT1 XYLT2 YWHAE ZFHX4 ZFPM2 ZIC3 ZMPSTE24 ZNF408 ZNF462 ZNF469 ZNF513 ZNF668 ZNF699 ZNRF3 ZSWIM6 HP_LONG_CLAVICLES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LONG_CLAVICLES CHRNG COL11A1 CSPP1 DLK1 FLNB HPGD KIAA0586 LBR MEG3 PCNT RNU4ATAC RTL1 SETBP1 TBCE TBX15 HP_LONG_EAR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LONG_EAR DPYD EED EIF5A KDM3B STT3A WNT7A HP_LONG_EYELASHES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LONG_EYELASHES ABCC9 AFF4 AP3B2 ARHGEF2 ARID1A ARID1B ASXL2 ASXL3 ATP6V1B2 BICRA BMP1 BRCA1 BRD4 CAMKMT CAMTA1 CCDC47 CDC42BPB CHD1 CHMP1A CLP1 CNOT2 COL25A1 COX5A CREBBP CSF1R CTCF CTDP1 DDB1 DENND5A DOCK7 DPYD DVL1 DVL3 EGFR EP300 EXOC8 FBN1 FBXO11 FGF5 FRMD4A FZD2 GJA5 GJA8 GNB2 H4C5 HDAC8 HECTD4 HID1 HPDL HSPG2 KCNH1 KCNJ8 KCNK4 KCNK9 KCNMA1 KCNN3 KDM6A KMT2A KMT2D LTBP1 LTBP3 MAB21L1 MAB21L2 MADD MAF MAN1B1 MBD5 MED27 MGAT2 MOGS NAA10 NIPBL NOTCH2 NRCAM NXN ORC1 OTUD6B PACS1 PGM2L1 PNPLA6 PPM1B PREPL PRR12 PUF60 RAC3 RAD21 RHOBTB2 RNF2 ROR2 RPS23 RUSC2 SATB2 SEC31A SHANK3 SHOC2 SLC25A24 SLC30A9 SLC35C1 SLC3A1 SLC6A9 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCE1 SMC1A SMC3 SOX11 SPEN SPOP SRCAP STAG1 TAF1 TAF6 TBX4 TENT5A TIMM50 TMCO1 UFC1 VARS1 VPS13B VPS33A VPS51 WNT5A ZFHX4 ZNF699 HP_LONG_FINGERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LONG_FINGERS ABL1 ACSL4 ACTA2 ACTG2 ADAMTSL1 ADNP AEBP1 AIP ALG12 ALG14 ALG3 AMER1 AMMECR1 ARVCF ARX ASPH ASXL1 ASXL3 ATP2B1 ATRX B3GALT6 B4GALT7 BCORL1 BCR BGN BIN1 BMP1 BMP15 BNC1 BRF1 C1R CBS CCDC88A CCNK CDC42 CDC42BPB CDKL5 CHD4 CHRNG CHST14 CIC CLCN3 CLP1 CNOT1 CNOT3 CNTN1 COG7 COL11A1 COL12A1 COL1A2 COL2A1 COL3A1 COMT COPB1 CPLX1 CPT2 CRKL CRLF1 CTBP1 CTSC CYP26B1 DDX6 DHX30 DLG4 DLX5 DOCK3 DPAGT1 DPH5 DPYSL5 DSE DYRK1A EBF3 EBP ECE1 EED EFEMP2 EHMT1 EIF2S3 ELN EXOC6B EXOSC5 FARSA FBLN5 FBN1 FBN2 FBXO11 FGFR2 FGFR3 FIG4 FLNA FOXE3 FSHR GABRA3 GATA2 GATA4 GATAD2B GJA1 GJB3 GJB4 GNAI1 GNB1 GNB2 GP1BB GPR101 H3-3A H3-3B H4C5 HDAC8 HEATR3 HECTD4 HERC1 HEY2 HIRA HIVEP2 HNRNPH1 HNRNPH2 HUWE1 IARS2 INPPL1 IPO8 IRX5 JMJD1C KANSL1 KATNB1 KCNE5 KDM1A KDM5C KDSR KIF1A KIF7 KIFBP KMT2A KMT2C KMT2E LAGE3 LARS1 LAS1L LETM1 LMNB2 LOX MAF MAGEL2 MAP1B MAP3K7 MAPK1 MAPRE2 MAT2A MED12 MED12L MFAP5 MRPS22 MSH4 MTHFS MTM1 MYH11 MYLK MYMK MYOD1 NAA10 NALCN NARS1 NELFA NFIX NKAP NPR2 NPR3 NR2F1 NR5A1 NSD2 NSDHL NUP107 ODC1 OSGEP OTUD6B PAPPA2 PAX1 PCGF2 PEPD PHF21A PHF6 PHF8 PHGDH PHIP PIEZO2 PIGA PIGB PIGG PIGN PIGV PLAA PLOD1 PMM2 POLR3A POLR3H POR PQBP1 PRDM5 PRIM1 PRKAR1B PRKG1 PRR12 PSMB8 PSMC3IP PTCH1 PTCH2 PTRH2 PUF60 PUM1 PYCR2 RAB11B RECQL RETREG1 RFX7 RNF13 RPL10 RPS6KA3 RREB1 RUNX2 RUSC2 RYR1 SATB2 SCARF2 SCN9A SEC24C SETD1B SH2B1 SIM1 SIN3A SKI SLC12A6 SLC25A12 SLC25A46 SLC2A10 SLC39A13 SMAD2 SMAD3 SMAD4 SMARCA2 SMARCAD1 SMARCE1 SMC1A SMS SNIP1 SON SOX5 SOX6 SPEG SPEN SPIDR SPOP STUB1 SUFU SUPT16H SVBP TBR1 TBX1 TBX4 TCF20 TCF4 TELO2 TFE3 TGFB2 TGFB3 TGFBR1 TGFBR2 THSD4 TMCO1 TMEM94 TNNT3 TP53RK TPR TRAPPC9 TRIO TRPM3 TTN TUBB TWIST1 UBE3B UFD1 UNC80 UPF3B USP9X VAC14 VPS13B WASF1 WLS WNK1 XYLT2 YRDC YY1 ZDHHC9 ZEB2 ZMIZ1 ZMYM2 ZNF469 ZNHIT3 ZSWIM7 HP_LONG_FOOT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LONG_FOOT AGPAT2 AIP ASNS BSCL2 CAV1 CAVIN1 EED FIBP FLNA FOS HERC1 INSR KMT5B MEN1 NF1 NSD1 PACS1 PDGFRB PIGL POLR3A PPARG RNU4ATAC RPS6KA3 SETD2 SIM1 SUZ12 UBE3B UPF3B HP_LONG_HALLUX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LONG_HALLUX DPM1 FAM20C FIBP FLI1 GNAI1 GNE KAT6B KCNH1 KCNN3 KMT2A NKX3-2 NPR2 NPR3 POLR3GL PRKAR1A PTH1R SCARF2 SMS SOX5 ZEB2 ZNF668 HP_LONG_NASAL_BRIDGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LONG_NASAL_BRIDGE BPTF MYH3 PSMC1 SEPTIN9 TPM2 HP_LONG_NECK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LONG_NECK ATP7A EBP EYA1 FLNA GABRA3 HERC1 POLR3A HP_LONG_NOSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LONG_NOSE ABL1 ACTB ACTG1 AP1S2 AP4E1 ASXL3 EXTL3 FGFR2 FRA10AC1 GABRA3 GJA1 JAG1 KAT6B MED12 NBN NEXMIF NOG NOTCH2 OPHN1 PIEZO2 PIGS PIGU POLE RECQL4 RNU4ATAC SATB2 SCUBE3 SETD2 SLC9A6 SMG9 SOX11 SOX18 SPATA5 SRCAP THOC6 TRPM3 TWIST1 XRCC4 ZBTB18 ZMYM2 HP_LONG_PALM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LONG_PALM POR SLC2A10 SMS UBE3B UPF3B HP_LONG_PALPEBRAL_FISSURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LONG_PALPEBRAL_FISSURE ACTB ACTG1 ADNP AFF3 ANKRD11 AP3B2 ARX BMP1 BRAF BUB1 CAMK2G CCNK CLP1 CUX1 DDB1 DNM1 DPH5 DVL1 DVL3 EIF5A FIBP FTSJ1 FZD2 GATAD2B GNB2 H4C5 HDAC4 HNRNPK INPPL1 IPO8 KDM6A KMT2A KMT2D KRAS LMBRD2 LMNB1 MAP2K1 MAP2K2 NXN OTUD6B PCLO PDE4D PGAP2 PGAP3 PIGL PIGO PIGV PIGW PIGY PIK3R2 PRR12 PURA RAC1 RFX7 RNU4ATAC ROR2 SPEN SPOP SPTBN1 TBL1XR1 TGFB3 WAC WARS1 WNT5A HP_LONG_PENIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LONG_PENIS AIP AKT1 CYP11B1 ESCO2 FGFR1 GPR101 INSR KCNH1 LHCGR POLR3A PTEN HP_LONG_PHILTRUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LONG_PHILTRUM AARS1 ABCC8 ABCC9 ACTA1 ACTB ACTG1 ADAMTSL2 ADNP ADSL AFF4 ALDH6A1 ALG11 ALG13 ALG8 ALG9 ANKRD11 ANTXR1 AP1G1 AP2M1 AP3B1 APC ARHGEF2 ARID1A ARID1B ARSK ARVCF ARX ATN1 ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 ATP7A AVP B3GALT6 B3GAT3 B3GLCT B4GALT1 BAP1 BAZ1B BCL11B BCL7B BCOR BMP1 BMP2 BRAF BRAT1 BRCC3 BRD4 BRF1 BRPF1 BUB1B BUD23 C12orf57 CAMK2G CAMTA1 CANT1 CASK CASZ1 CBL CCDC8 CCNK CD96 CDC42 CDC6 CDH11 CDH2 CDK10 CHD2 CHD8 CHRNG CHST14 CHST3 CLCF1 CLCN3 CLCN6 CLIP2 CLTC CNOT1 COG1 COL11A1 COL11A2 COL2A1 COMT COX7B CPLX1 CREBBP CRLF1 CRTAP CSGALNACT1 CTCF CTNNB1 CUL7 DDR2 DHCR7 DLK1 DLL3 DNAJC30 DSE DVL1 DVL3 DYNC2H1 DYNC2I1 DYNC2I2 EED EIF2S3 EIF4H ELN EPG5 ERCC6 EXOC2 EXOC7 EXOSC1 EXOSC2 EXT1 EXT2 EXTL3 EZH2 FAR1 FBN1 FBXO11 FGD1 FGF3 FGFR1 FGFR2 FKBP6 FLI1 FLNA FOXP2 FZD2 GABRD GAD1 GJA1 GJA5 GJA8 GLB1 GLIS3 GNE GNPTAB GP1BB GPC6 GTF2I GTF2IRD1 GTF2IRD2 H3-3A H3-3B HDAC8 HECTD4 HES7 HIRA HPDL HRAS HSD17B4 HSPG2 HUWE1 IARS2 IDH1 IFT80 IFT81 IGF1R INPPL1 INTS1 IRX5 JMJD1C KARS1 KAT6B KCNAB2 KCNH1 KCNJ11 KCNJ8 KDM4B KIAA0753 KIF11 KIF26A KIF7 KIT KLHL41 KMT2A KRAS LFNG LIMK1 LMNB1 LTBP1 LTBP3 LTBP4 LUZP1 MAB21L1 MAB21L2 MADD MAF MAP2K1 MAP2K2 MAP3K7 MAPK1 MAPK8IP3 MAPRE2 MARS2 MED12 MEG3 MEGF8 MEIS2 MESP2 METTL23 METTL27 METTL5 MGAT2 MID1 MLXIPL MMP23B MOCS1 MOCS2 MPC1 MRPS28 MTOR MTX2 MUSK MYH3 MYMK MYMX MYO18B MYOD1 NAA10 NALCN NARS2 NBAS NCF1 NEB NEK9 NEXMIF NF1 NFIB NIPBL NLRP1 NOTCH2 NOTCH3 NRAS NSD1 NSD2 NSRP1 NXN OBSL1 OCLN OCRL OSTM1 OTUD6B PAH PCDHGC4 PCLO PDE4D PDHA1 PDPN PEX26 PGM2L1 PHIP PIEZO2 PIGB PIGN PIGQ PIGT PKDCC PLAA PLPBP PMM2 POC1A POLR3A POR POU4F1 PPP1CB PPP1R12A PPP1R15B PPP1R21 PPP2R3C PPP2R5D PRDM16 PRKCZ PRKDC PRMT7 PTCH1 PTEN PTH1R PUF60 PUS1 PYCR1 PYCR2 RAB3GAP2 RAC3 RAD21 RAI1 RERE RFC2 RFX7 RHOBTB2 RIC1 RIN2 RIPPLY2 RNF135 RNU4ATAC ROR2 RPL10 RREB1 RTL1 SATB2 SC5D SCN1A SEC23A SEC24C SETBP1 SETD5 SHANK3 SHMT2 SIN3A SKI SKIC3 SLC25A24 SLC26A2 SLC2A1 SLC2A10 SLC6A1 SLC6A17 SLC9A7 SLF2 SMARCA2 SMARCA4 SMARCB1 SMC1A SMC3 SMG8 SMOC1 SNAI2 SNRPB SNX14 SOX9 SPECC1L SPEN SPRED2 SRCAP STAG2 STX1A SUZ12 SYNE1 SYNGAP1 TAF1 TAF6 TAF8 TASP1 TBC1D20 TBC1D24 TBCE TBCK TBL2 TBX1 TENM3 TET3 THSD1 TMEM147 TMEM270 TMEM53 TMEM70 TMEM94 TNNI2 TNPO2 TOR1A TPM3 TRAPPC4 TRIM8 TRIO TRIP11 TRIP12 TRMT10A TRPS1 TTC5 TUBB UBE4B UBR1 UBR7 UFD1 UGP2 USB1 USP9X VPS37D WARS2 WDR35 WNT5A WWOX XYLT1 XYLT2 YARS2 ZC4H2 ZMIZ1 ZNF699 HP_LONG_THORAX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LONG_THORAX BCOR INTU KAT6A NAA10 PCGF2 PRKACA PRKACB TRPV4 HP_LONG_THUMB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LONG_THUMB ADH5 KAT6B KCNN3 MED12 NPR3 PTH1R RECQL TBC1D24 HP_LONG_TOE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LONG_TOE B4GALT7 COL12A1 COL6A1 COL6A2 COL6A3 CPT2 DLK1 DPM1 FAM20C FBN1 FIBP FLI1 GATAD2B GNAI1 GNE IPO8 IRX5 KAT6B KCNH1 KCNN3 KMT2A KMT5B LARS1 MEG3 NKX3-2 NPR2 NPR3 NSDHL PAPPA2 PHF8 POLR3A POLR3GL PRKAR1A PTH1R PUF60 RTL1 SCARF2 SMARCA2 SMS SOX5 TBX4 TMEM94 XYLT2 ZEB2 ZNF668 HP_LONG_TRACT_SIGNS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LONG_TRACT_SIGNS APOE APP CYP27A1 GTF2E2 MPO NOS3 PLAU TNFRSF11A HP_LONG_UPPER_LIP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LONG_UPPER_LIP AFF2 ARX B3GALT6 DIS3L2 RECQL4 SLC35C1 TBL1XR1 TRPS1 HP_LOP_EAR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LOP_EAR C12orf57 CCNQ CHD7 COL5A1 IGBP1 SALL1 HP_LOSS_OF_AMBULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LOSS_OF_AMBULATION ACTB ADAM22 ADAR ALDH18A1 ALS2 AP4S1 APTX BVES C19orf12 CACNA1A CDKL5 CHRND CLN3 CLN5 CLN8 COQ2 CRAT CRPPA DARS2 DES DMD DNAJB6 DNAJC6 DSTYK DYSF EIF2B3 EIF2B5 EMD EPRS1 ERBB4 EXT2 FA2H FARS2 FHL1 FKRP FOXRED1 GABBR2 GALC GDAP1 GFM2 GGPS1 GIPC1 GLRX5 GMPPB GOSR2 HINT1 HK1 HNRNPA1 HSD17B10 HYCC1 IRF2BPL JAG2 KLHL9 LARGE1 LDB3 LETM1 LMNA LRP12 LRP5 LYRM7 MAG MAPT MARS2 MCM3AP MECP2 MECR MPV17 MT-ATP6 MYH7 MYOT NDUFA6 NEU1 NOTCH2NLC NTNG1 NUP54 NUP62 OPTN PEX1 PEX16 PLA2G6 PLEC PLP1 POLR3A POLR3B POMT1 POMT2 PRX PSAP REPS1 RILPL1 RNASEH1 RRM2B SAMD9L SBF1 SDHA SDHAF1 SDHB SDHD SELENON SGCB SGCG SIGMAR1 SLC39A14 SLC9A6 SMC1A SMN1 SMN2 SNCA SPTLC1 SUCLA2 TFG TGM6 TK2 TRIM32 TWNK UCHL1 VAC14 VAPB VCP VPS13A VPS16 HP_LOSS_OF_CONSCIOUSNESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LOSS_OF_CONSCIOUSNESS ABCC8 ACADM ADORA2A CPT1A GCDH GK GLYCTK HNF1A KCNE1 KCNJ11 KCNQ1 MT-CYB MTRR NAB2 NAGS NOTCH2NLC NOTCH3 RNU4ATAC SLC19A3 STAT6 TBK1 TICAM1 TLR3 TRAF3 UCP2 UNC93B1 UPB1 HP_LOSS_OF_EYELASHES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LOSS_OF_EYELASHES GATA1 LMNA RNU4ATAC UROD UROS ZMPSTE24 HP_LOSS_OF_PURKINJE_CELLS_IN_THE_CEREBELLAR_VERMIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LOSS_OF_PURKINJE_CELLS_IN_THE_CEREBELLAR_VERMIS ATXN1 CACNA1G NOP56 SACS TSEN54 HP_LOSS_OF_SPEECH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LOSS_OF_SPEECH AARS2 ABCD1 ADAR ALDH18A1 ALS2 ARSA BSCL2 CDKL5 CHMP2B CLN8 ERLIN2 GABBR2 GALC GM2A GRIN2A GRN HGSNAT IFIH1 IRF2BPL LSM11 MAN2B1 MAPT MECP2 NAXD NPC1 NPC2 NTNG1 PPT1 PSAP PSEN1 RNASEH2A RNASEH2B RNASEH2C RNU7-1 SAMHD1 SARDH SLC19A3 SMC1A SPG7 SQSTM1 TMEM106B TPK1 TREM2 TREX1 VCP HP_LOSS_OF_SUBCUTANEOUS_ADIPOSE_TISSUE_IN_LIMBS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LOSS_OF_SUBCUTANEOUS_ADIPOSE_TISSUE_IN_LIMBS CAV1 CIDEC LIPE LMNA LMNB2 PLIN1 POLD1 PPARG ZMPSTE24 HP_LOSS_OF_VOICE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LOSS_OF_VOICE ASAH1 FTL SDHA SDHAF2 SDHC SDHD HP_LOWER_EXTREMITY_JOINT_DISLOCATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LOWER_EXTREMITY_JOINT_DISLOCATION AARS1 ABCC9 ACTA1 ADAMTS2 ADAMTSL2 AEBP1 AFF3 AGRN AKT1 ALDH18A1 ALG9 APC ARF1 ARFGEF2 ARNT2 ARVCF ATAD1 ATP6V0A2 ATP6V1A ATP6V1E1 ATP7A ATR B3GALT6 B3GAT3 BAZ1B BCL7B BICD2 BPNT2 BRCA1 BRCA2 BRD4 BRIP1 BUD23 C12orf57 CANT1 CCDC47 CCDC8 CD96 CDON CEP85L CFL2 CHAT CHRM3 CHRNG CHST11 CHST3 CLCN3 CLIP2 CLTCL1 COL12A1 COL13A1 COL1A1 COL1A2 COL25A1 COL27A1 COL2A1 COL3A1 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 COLEC10 COLEC11 COMT COX8A CPLX1 CREBBP CSGALNACT1 CTBP1 CUL7 DHCR7 DHODH DISP1 DLL1 DNAJC21 DNAJC30 DPYSL5 DSTYK DVL1 DVL3 EBP ECEL1 EFEMP2 EIF2AK3 EIF4A3 EIF4H ELN EP300 ERCC1 ERCC4 ERGIC1 ERMARD EXOC6B EXOSC3 EYA1 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FBLN1 FBLN5 FBN2 FGF8 FGFR1 FGFRL1 FHL1 FIG4 FKBP6 FKRP FLI1 FLNA FLNB FOXH1 FUT8 FZD2 GAS1 GDF5 GEMIN4 GJA1 GLI2 GLI3 GLRA1 GLRB GMPPB GNPTAB GORAB GP1BB GPC3 GPC4 GPHN GSC GTF2I GTF2IRD1 GTF2IRD2 HACD1 HACE1 HDAC4 HDAC8 HIRA HK1 HNRNPH1 HOXA11 HPRT1 HSPG2 IARS2 IFIH1 IL6ST INPP5K IPO8 ITGA7 JMJD1C KANSL1 KAT6B KDM6A KIF22 KLHL41 KMT2D LARGE1 LETM1 LIMK1 LMNA LMOD3 LMX1B LONP1 LRP4 LTBP1 LYSET MAB21L2 MACF1 MAD2L2 MAP1B MAP3K20 MAP3K7 MASP1 MBTPS2 MCTP2 METTL27 MKKS MLXIPL MYH3 MYH8 MYL2 MYO9A NAA10 NCF1 NEB NEDD4L NFIX NGLY1 NIPBL NKX3-2 NODAL NOTCH2 NSD2 NSDHL OBSL1 OCRL OSGEP PAFAH1B1 PALB2 PIEZO2 PIGL PKDCC PLCH1 PLOD1 POLR3B POMT1 POMT2 PORCN PPP2R5D PRKACB PTCH1 PTEN PTRH2 PUF60 PYCR1 PYCR2 RAD21 RAD51 RAD51C RBM8A RECQL4 RFC2 RFWD3 RNU4ATAC RREB1 RUNX2 RYR1 RYR3 SCYL2 SEC24C SEC31A SELENON SF3B4 SHH SHROOM4 SIL1 SIX1 SIX3 SLC10A7 SLC12A2 SLC18A3 SLC25A1 SLC26A2 SLC2A10 SLC35A3 SLC35B2 SLC5A7 SLC6A5 SLC6A9 SLX4 SMC1A SMC3 SMO SMOC1 SNAP25 SNRPB SOX9 SPARC STAG2 STIL STX1A STXBP1 SYNE1 SYT2 TBCD TBL2 TBX1 TBX15 TBX4 TDGF1 TELO2 TFE3 TGIF1 THRA TMEM270 TMTC3 TNNT3 TONSL TOR1A TPM2 TPM3 TRIM8 TTC26 UBA2 UBE2A UBE2T UBE3B UFD1 USP9X VAC14 VAMP1 VPS37D WNT5A WNT7A XRCC2 XYLT1 YWHAE YY1 ZC4H2 ZIC2 ZIC3 ZMPSTE24 ZNF469 HP_LOWER_EYELID_COLOBOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LOWER_EYELID_COLOBOMA EDNRA KCTD1 POLR1A POLR1B POLR1C POLR1D RIPK4 SF3B4 TCOF1 TXNL4A HP_LOWER_LIMB_AMYOTROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LOWER_LIMB_AMYOTROPHY AARS1 ADSS1 AIFM1 AIMP1 ALS2 ANO5 ARSI ATAD3A ATL1 ATXN3 B4GALNT1 BICD2 BSCL2 CADM3 CPT1C CUL4B CYP7B1 DNAJB2 DYSF FARS2 FBLN5 FBXO38 FGD4 FITM2 FLNC FLRT1 GIPC1 GJB1 GNB4 GNE HINT1 HK1 HSPB1 HSPB3 HYCC1 INF2 KAT6A KDM5C KIF1A KIF5A KLC2 KRT14 KRT5 KY LAMP2 LMNA LRP12 MAG MFN2 MME MORC2 MT-TE MTRFR MYH7 MYPN NDRG1 NEFH NEFL NEXMIF NOTCH2NLC PDK3 PDXK PLP1 PMP22 RAB7A RILPL1 RTN2 RYR1 SLC12A6 SLC33A1 SPG11 TCAP TFG TPM2 TPM3 TRPV4 UBAP1 VWA1 WARS1 YY1 HP_LOWER_LIMB_ASYMMETRY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LOWER_LIMB_ASYMMETRY ACTB AGGF1 AKT1 CASZ1 COL2A1 CTSK DACT1 DMP1 EBP ENPP1 EXT1 EXT2 FN1 GABRD GNAQ GRB10 H19 HSPG2 IGF2 KAT6A KCNAB2 KRAS LEMD3 LUZP1 MAPK1 MAPRE2 MMP23B MNX1 PDPN PIK3CA PORCN PRDM16 PRKCZ PTEN RASA1 RERE SALL1 SATB2 SETD5 SKI SPEN TONSL TRPV4 TUBB UBE4B USP9X HP_LOWER_LIMB_HYPERREFLEXIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LOWER_LIMB_HYPERREFLEXIA ABCC9 AFG3L2 ALDH18A1 AMFR ANO10 APOE ARL6IP1 ATL1 ATP13A2 CAPN1 CLDN11 COX4I1 CYP2U1 DKK1 DLAT DPM1 FAR1 FARS2 FTL GCH1 GJB1 GLUL HARS1 HEXB HPDL IBA57 IFRD1 IMPDH2 KDM5C KIF1A KIF1C KIF5A KPNA3 KY LARGE1 LBR LYRM4 MECP2 MKS1 MSL3 MT-TE MTPAP MTRFR NIPA1 NONO NR4A2 OCA2 PDE8B PGM3 PLXNA1 PSEN1 RARS1 REEP1 REEP2 RUBCN SACS SDHA SDHAF1 SDHB SDHD SELENOI SIGMAR1 SLC33A1 SPG11 SPG7 ST3GAL5 SUMF1 SYNE1 TAF1 TH TMEM63C TNR TREX1 TRRAP TSPOAP1 UBAP1 UBE3A UCHL1 UFC1 USP8 VCP VLDLR VPS11 WASHC5 ZFYVE26 ZNF142 HP_LOWER_LIMB_HYPERTONIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LOWER_LIMB_HYPERTONIA AFG3L2 ALDH18A1 ASXL1 ATL1 ATRX CLDN11 FA2H FAR1 GDAP2 KAT6A KDM1A KDM5C KIDINS220 KIF5A LBR MTPAP MTRR PIGA PNPT1 RARS1 RNU7-1 SDHA SDHAF1 SDHB SDHD SEPSECS SLC33A1 SLC35C1 SLC39A14 SMG9 SPG7 TSEN15 TSEN2 TSEN34 TSEN54 VPS37A HP_LOWER_LIMB_JOINT_CONTRACTURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LOWER_LIMB_JOINT_CONTRACTURE ABCC8 ABCC9 ABCD1 ABHD12 ACTA1 ADAT3 ALAD ALG14 ALG2 ALS2 AMER1 ANKLE2 ANO5 APC2 ATP5F1D ATP6V1E1 BAG3 BCAS3 BCOR BICD2 BIN1 BRF1 C18orf32 C19orf12 CAPN3 CAV1 CCN2 CCR6 CFL2 CHRNB1 CHRNG CNTNAP1 COL12A1 COL25A1 COL2A1 COL6A1 COL6A2 COL6A3 COL7A1 CPT2 CRPPA DAG1 DDHD2 DDR2 DHX16 DMD DPAGT1 DPM1 DSP DYRK1A EIF5A EMD ERCC1 ERCC4 ERCC6 ERCC8 ERGIC1 ERLIN1 ERLIN2 ESCO2 F8 FBN1 FBN2 FDFT1 FGFR3 FHL1 FIG4 FKBP10 FKRP FKTN FLNA FUS GARS1 GCK GFM2 GFPT1 GJB1 GJB2 GJB6 GLI3 GMPPB GNB2 GNPTAB GNS HACD1 HINT1 HLA-DRB1 HRAS HS2ST1 HSPG2 IL6ST INS IPO8 IRF5 ITGA7 JAG2 JUP KAT6B KCNJ11 KCNK9 KIAA0319L KLHL9 KY LARGE1 LBR LGI4 LIFR LMBRD2 LMNA LMX1B MAP3K20 MAP3K7 MARS1 MEGF10 MEGF8 MMP1 MMP2 MT-TE MUSK MYBPC1 MYH3 MYL1 MYL11 MYL2 MYO9A MYOT NALCN NEB NEDD4L NFATC2 NGLY1 NOD2 NSD1 NSUN2 NT5C2 OPA1 ORAI1 P4HTM PDX1 PHF6 PI4KA PIEZO2 PIGA PIGN PIGY PIK3R2 PLEC PLOD2 PNPT1 POMT1 PPP2R5D PRG4 PSAT1 PSMB8 PSTPIP1 PTDSS1 PTH1R PTRH2 PYROXD1 REEP1 RMRP RNU4ATAC RPL10 RTTN RYR1 SCARF2 SCN4A SCYL2 SDHA SDHAF1 SDHB SDHD SELENON SETD2 SGCA SGCG SIGMAR1 SIK3 SLC10A7 SLC12A6 SLC18A3 SLC1A4 SLC25A19 SLC25A4 SLC25A46 SLC26A2 SLC29A3 SLC39A14 SLC39A8 SLC6A9 SNAP25 SPEG SPG11 SPTBN4 SPTLC1 SRD5A3 STAT3 SVIL SYNE1 SYNE2 SYT2 TBC1D2B TELO2 TGFB3 TMEM43 TNNT1 TOR1AIP1 TPM2 TPM3 TRIM2 TRPV4 TTN UBA1 UFC1 UNC80 VARS1 WDR26 ZBTB20 ZC4H2 HP_LOWER_LIMB_METAPHYSEAL_IRREGULARITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LOWER_LIMB_METAPHYSEAL_IRREGULARITY CFAP410 COL10A1 CSPP1 DNAJC21 KIAA0586 RPL13 RSPRY1 SBDS SRP54 TRPV4 HP_LOWER_LIMB_MUSCLE_WEAKNESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LOWER_LIMB_MUSCLE_WEAKNESS AARS1 ABCD1 ADAR ADSS1 AFG3L2 AGRN AIFM1 AKT1 ANO5 AP5Z1 ASAH1 ATL1 ATP5MC3 B4GALNT1 BAG3 BAP1 BICD2 BSCL2 CACNA1S CAPN1 CAPN3 CAV1 CCND1 CHAT CHCHD10 CHRNA1 COL13A1 COL25A1 CPT1C CRPPA CRYAB CYP27A1 CYP7B1 DCTN1 DDHD1 DDHD2 DES DGUOK DHTKD1 DNM2 DSTYK DYSF EGR2 EIF2B2 EIF2B3 EMILIN1 ERGIC1 ERLIN2 EXTL3 FARS2 FBLN5 FBXO38 FDX2 FGD4 FHL1 FKTN FLI1 FLNC GABRA3 GALC GARS1 GBA2 GDAP1 GIPC1 GJB1 GMPPB GNB1 GNB4 GNE GYG1 HADHA HADHB HARS1 HINT1 HK1 HSPB1 HSPB3 HSPB8 HSPD1 HYCC1 IBA57 IGHMBP2 JAG2 KCNJ10 KCNJ18 KIF1A KIF5A KPNA3 L1CAM LIPE LMNA LPIN1 LRP12 MAPT MATR3 MFN2 MME MORC2 MPZ MRPS2 MT-ATP6 MT-CO1 MT-CO3 MTHFR MTMR14 MTRFR MTTP MYH14 MYH7 MYO9A MYPN NDRG1 NEFH NEFL NF1 NF2 NIPA1 NOTCH2NLC NUP54 NUP62 OBSCN PDGFB PDK3 PDXK PHKA1 PI4KA PIEZO2 PIK3CA PLEC PLP1 PMP2 PMP22 PNKP PNPLA6 PRNP PRORP PRX RAB7A RASA1 REEP1 RILPL1 RNASEH1 RNF170 RTN2 SARDH SBF1 SBF2 SCO2 SCYL1 SCYL2 SECISBP2 SIGMAR1 SLC12A6 SLC18A3 SLC25A1 SLC33A1 SLC5A6 SLC5A7 SMARCB1 SMARCE1 SMN1 SMN2 SMO SMPX SNAP25 SORD SPART SPAST SPG11 SPG21 SPG7 SPTLC1 SPTLC2 SUFU SYNE1 SYT2 TCAP TDP1 TERT TFG TNNT1 TPM2 TPM3 TRAF7 TRPV4 TTN UBAP1 VAMP1 VAPB VCP VHL VPS13D VWA1 WARS1 WASHC5 ZFYVE26 ZFYVE27 HP_LOWER_LIMB_PAIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LOWER_LIMB_PAIN ACP5 ALDH18A1 B2M BSCL2 COL2A1 COL9A1 COL9A2 COL9A3 COMP ERLIN1 FAR1 GJB2 GJB6 HEPHL1 HTRA1 HYAL1 KRT14 KRT16 KRT17 KRT5 KRT6A KRT6B LEMD3 LMX1B MAFB MATN3 MFN2 MME MMP13 MT-ATP6 MT-TK NAGLU NLRP12 PRKRA RASA1 SLCO2A1 SPG7 TGFB1 TONSL TRAPPC2 HP_LOWER_LIMB_SPASTICITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LOWER_LIMB_SPASTICITY ABCA12 ABCD1 ABHD16A ACTL6B ADAR ADGRG1 AFG3L2 AIFM1 AIMP1 ALDH18A1 ALDH3A2 ALG9 ALS2 AMFR AMPD2 AP4B1 AP4E1 AP4M1 AP4S1 AP5Z1 ARG1 ARL6IP1 ARSI ARX ATL1 ATP13A2 ATP5F1A ATP5F1D ATP5F1E ATP5MC3 ATP5MK ATP6AP2 ATPAF1 ATPAF2 ATRX ATXN10 B4GALNT1 BCOR BICD2 BSCL2 BTD C19orf12 CACNA1C CACNA1D CAMK2B CAPN1 CCDC88C CCT5 CLCN4 CLTC CNTNAP2 COASY COQ5 COX15 CPT1C CYP27A1 CYP2U1 CYP7B1 DARS1 DDHD1 DDHD2 DNAJC19 DNM1L DSTYK EDNRB EIF2AK1 ELOVL1 ENTPD1 ERCC1 ERCC4 ERCC6 ERCC8 ERLIN1 ERLIN2 FA2H FAR1 FARS2 FBXO7 FLRT1 FUS GALC GAMT GAN GATAD2B GBA1 GBA2 GBE1 GFAP GFM2 GJA1 GJC2 GOT2 GPT2 H4C5 HACE1 HEPACAM HIKESHI HPDL HSPD1 IBA57 IDUA IFIH1 INPP5K INTS8 KDM5C KIDINS220 KIF1A KIF5A KLC2 KPNA3 KY L1CAM LAMB1 LSM11 LYST MAG MAN2B1 MARS1 MECP2 MED13L MICOS13 MRE11 MT-ATP6 MT-ATP8 MTHFR MTPAP MTRFR NDUFA13 NEU1 NEXMIF NIPA1 NT5C2 ODC1 OPA1 OPA3 PAX3 PDHX PEX16 PEX3 PGAP1 PI4KA PIGA PLP1 PNP PNPLA6 POLG POLR3GL PPP1R15B PRRT2 PRUNE1 PSAP RAB18 RAB3GAP2 RARS1 RARS2 REEP1 REEP2 REPS1 RNASEH2A RNASEH2B RNASEH2C RNF170 RNF220 RNU7-1 RTN2 SACS SAMHD1 SATB1 SATB2 SDHA SDHAF1 SDHB SDHD SELENOI SETX SIGMAR1 SLC16A2 SLC1A4 SLC25A15 SLC2A1 SLC30A10 SLC33A1 SOD1 SOX10 SPART SPAST SPG11 SPG21 SPG7 SPTLC1 SRPX2 STUB1 STXBP1 SYNE1 TBCD TBCE TCEAL1 TECPR2 TFG TMEM63C TOE1 TPK1 TREX1 TRMT10A TTC19 TTR UBAP1 UBE4A UCHL1 USP8 VAMP1 VCP VPS37A VPS41 VWA3B WASHC5 WDR45 WDR45B WDR48 WWOX ZFR ZFYVE26 ZFYVE27 ZNF668 HP_LOWER_LIMB_UNDERGROWTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LOWER_LIMB_UNDERGROWTH ADNP ALPL ARL6IP6 CHUK COL2A1 EXT1 EXT2 FN1 GNA11 LAMA5 MMP13 NOG PAPSS2 PPIB SHOX SLC26A2 HP_LOW_1_MINUTE_APGAR_SCORE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LOW_1_MINUTE_APGAR_SCORE FGFR3 HERC2 MAGEL2 MCTP2 MKRN3 MTM1 NPAP1 PRPS1 PWAR1 PWRN1 SNORD115-1 SNORD116-1 USP9X HP_LOW_ALKALINE_PHOSPHATASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LOW_ALKALINE_PHOSPHATASE ABL1 ALPL BCR C18orf32 CEBPE LIPA PIGK PIGS PIGT SLC39A4 HP_LOW_ANTERIOR_HAIRLINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LOW_ANTERIOR_HAIRLINE ABCC9 ADA2 AGPAT2 AIFM1 ALG11 ANKRD11 ARID1A ARID1B ARID2 ARX ASH1L ASXL1 ATP6V1B2 BICRA BRCA1 BRD4 BSCL2 CAV1 CAVIN1 CDC42BPB CDK5 CIT CLCN3 COG7 CREBBP DOCK6 DOCK7 DPF2 DPM2 EMC1 EP300 ERMARD FGFR2 FGFR3 FKRP FOS FREM2 FRMD4A GATA1 H3-3A H4C5 HDAC8 HEATR3 HSPG2 IGF1 INSR KCNH1 KCNJ8 KCNN3 KREMEN1 LIG4 LRPPRC MAB21L1 MAN2B1 MAP3K7 MAPRE2 MED13L MEGF8 NANS NBN NIPBL NOTCH2 NSUN2 NUDT2 PACS1 PEPD PGAP1 PIK3C2A POLR1B POLR1C POLR1D PPARG PPP1R15B PRDM13 RAB18 RAB3GAP2 RAD21 RALGAPA1 RBL2 RHOBTB2 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 SETD5 SH2B1 SLC12A6 SLC25A24 SLC35C1 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMPD4 SOX11 SOX4 SPATA5L1 SPEN SPOP STAG2 SVBP TAF6 TBC1D20 TBC1D24 TBX15 TBX2 TCF12 TCOF1 TECPR2 TMCO1 TRIO TRMT10A TRPM3 TSR2 TTC5 TWIST1 TWIST2 VPS13B VPS33A XRCC4 ZIC1 ZNF699 HP_LOW_APGAR_SCORE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LOW_APGAR_SCORE ALDH7A1 FGFR3 HERC2 LONP1 MAGEL2 MCTP2 MKRN3 MTM1 NPAP1 PDHA1 PLPBP PNPO PRPS1 PWAR1 PWRN1 SNORD115-1 SNORD116-1 USP9X HP_LOW_BACK_PAIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LOW_BACK_PAIN ALDH18A1 ANXA11 COL2A1 FAR1 HGD HTRA1 NAB2 NGF SPAST STAT6 TBX6 WASHC5 WRN HP_LOW_FRUSTRATION_TOLERANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LOW_FRUSTRATION_TOLERANCE CNTNAP2 DNAJC13 EIF4G1 GATAD2B GBA1 GIGYF2 GNB2 KDM5C KMT2A LRRK2 MAOA MED12 OPHN1 PPP2R5D PUF60 SMARCA2 SNCA VPS35 HP_LOW_GRADE_FEVER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LOW_GRADE_FEVER ANKRD55 CALR CD247 IL2RA IL2RB JAK2 MPL PTPN2 PTPN22 STAT4 TET2 HP_LOW_HANGING_COLUMELLA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LOW_HANGING_COLUMELLA AFF3 AIMP2 ASXL3 ATN1 BICRA CAPN15 CDC42BPB CDH11 CKAP2L CLCN3 CLP1 CREBBP CTNNB1 EDEM3 EP300 GJA1 GJA5 GJA8 H3-3B HIVEP2 HNRNPH2 HNRNPR ITCH KAT6A KDM3B KDM5B KMT2D KMT5B KNL1 LIFR MGAT2 NOG PCDHGC4 POC1A PPP1R21 PQBP1 RAC1 RYR1 SETD2 SMARCA2 SOX11 SRCAP TAF6 TBCD THOC6 TRIO TRIP12 TWIST1 UBE2A ZEB2 ZMIZ1 ZNF148 HP_LOW_INSERTION_OF_COLUMELLA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LOW_INSERTION_OF_COLUMELLA ALG9 MADD RHOBTB2 SMG9 TGDS TSPEAR HP_LOW_LEVELS_OF_VITAMIN_D https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LOW_LEVELS_OF_VITAMIN_D ACOX2 ALDH18A1 COL7A1 CTNS DNAJC21 DZIP1L EFL1 ELN FARSB FBLN5 FGF23 FOCAD GALNT2 GALT GATA1 GPR35 HLA-DQA1 HLA-DQB1 MMP1 MST1 MTTP OCRL PKHD1 PTH1R RPL11 RPS10 SBDS SEMA4D SLC10A1 SLC37A4 SLC51B SRP54 TCF4 UROS HP_LOW_LEVELS_OF_VITAMIN_K https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LOW_LEVELS_OF_VITAMIN_K AMACR DNAJC21 DZIP1L EFL1 GPR35 HLA-DQA1 HLA-DQB1 MST1 PKHD1 SBDS SEMA4D SRP54 TCF4 TJP2 HP_LOW_MOLECULAR_WEIGHT_PROTEINURIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LOW_MOLECULAR_WEIGHT_PROTEINURIA CLCN5 CTNS EHHADH GATM NDUFAF6 OCRL SLC34A1 HP_LOW_PLASMA_CITRULLINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LOW_PLASMA_CITRULLINE ALDH18A1 ATP5F1A CA5A CPS1 MRM2 MT-ATP6 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TK MT-TL1 MT-TV MT-TW OTC PCK1 HP_LOW_POSTERIOR_HAIRLINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LOW_POSTERIOR_HAIRLINE ABCC9 ACTB ACTG1 AEBP1 AGPAT2 ALDOA ALG12 ALG9 ANKRD11 APC ARHGEF2 B3GAT3 BRAF BRD4 BSCL2 CAV1 CAVIN1 CBL CCDC22 CDH2 CDK13 CHN1 CHRNG CHST3 CNOT3 CPLX1 CREBBP CTBP1 EDEM3 EFNB1 EP300 FGFRL1 FOS GDF3 GDF6 GNE H3-3A HDAC8 HNF1B HUWE1 IGF1 INTU IRX5 KCNJ8 KDM4B KMT2A KNSTRN KRAS LETM1 LZTR1 MADD MAFB MAP2K1 MAP2K2 MAPK1 MBD5 MEOX1 MRAS MYH3 MYO18B NANS NELFA NF1 NFIX NIPBL NOTCH3 NRAS NSD2 PEPD PGAP1 PHF8 PIGG PIK3C2A PIK3CD PPARG PPP1CB PTPN11 RAB3GAP1 RAB3GAP2 RAD21 RAF1 RASA2 RIT1 RPS28 RRAS RRAS2 SALL4 SCNM1 SHOC2 SLC25A24 SMARCA2 SMARCD1 SMC1A SMC3 SOS1 SOS2 SPRED1 SPRED2 SRCAP SRY TBX15 TFAP2A TMCO1 UBE2A USB1 VPS33A VPS51 WASHC5 WBP11 WNT4 XYLT2 ZNF699 HP_LOW_SELF_ESTEEM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LOW_SELF_ESTEEM CACNA1H FMO3 GABRA1 GABRB3 GABRG2 IRF6 JRK MSX1 NECTIN1 SLC2A1 TP63 HP_LOW_SERUM_CALCITRIOL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LOW_SERUM_CALCITRIOL CYP27B1 CYP2R1 CYP3A4 DMP1 ENPP1 LRP5 HP_LOW_SET_EARS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LOW_SET_EARS ACAN ACER3 ACOX1 ACP5 ACTA1 ACTB ACTG2 ADA2 ADAMTS2 ADAMTS3 ADAR ADAT3 ADGRG6 ADNP ADSL AFF3 AFF4 AGRN AHDC1 AHI1 AIFM1 AKT1 ALDH18A1 ALDH1A2 ALG13 ALG2 ALG6 ALG8 ALG9 ALX1 ALX3 ALX4 AMER1 ANO1 ANTXR1 ANTXR2 AP1G1 AP3B1 AP3D1 ARID1B ARID2 ARL13B ARL3 ARL6 ARMC9 ARVCF ARX ASH1L ASXL1 ASXL2 ASXL3 ATIC ATN1 ATP2B1 ATP6AP2 ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 ATR ATRX AUTS2 B3GALNT2 B3GALT6 B3GAT3 B3GLCT B4GALT1 B4GALT7 B4GAT1 B9D1 B9D2 BAP1 BAZ1B BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCL11A BCL7B BCOR BICRA BLTP1 BMP2 BMP4 BMPER BMPR1A BRAF BRCC3 BRD4 BRF1 BRPF1 BUB1 BUB1B BUB3 BUD23 C12orf57 C2CD3 CACNA1C CACNA2D1 CAMK2G CAMKMT CAMTA1 CANT1 CASZ1 CAV1 CBL CBY1 CC2D2A CCBE1 CCDC22 CCDC47 CCNK CCNQ CD96 CDC42 CDC42BPB CDC45 CDC6 CDCA7 CDH11 CDH2 CDK10 CDK13 CDKN1C CDT1 CENPF CENPJ CEP104 CEP120 CEP152 CEP19 CEP290 CEP41 CEP55 CEP57 CFAP418 CHAMP1 CHAT CHD3 CHD4 CHD5 CHD7 CHMP1A CHRNA1 CHRND CHRNG CHST14 CHST3 CHSY1 CHUK CILK1 CLCN3 CLIP2 CNOT1 CNOT2 CNOT3 CNTNAP1 COG1 COG5 COG7 COL11A1 COL11A2 COL13A1 COL2A1 COL4A1 COLEC10 COLEC11 COMT CPLANE1 CPLX1 CPT2 CREBBP CRLF1 CRPPA CSGALNACT1 CSNK2A1 CSPP1 CTBP1 CTCF CTNND2 CTSD CTU2 CUX1 CWC27 DAG1 DCPS DDB1 DDR2 DDX3X DDX59 DDX6 DHCR24 DHCR7 DHODH DHPS DHX30 DIS3L2 DLK1 DLL3 DLX4 DNAJC30 DNM1 DNMT3B DOCK6 DONSON DPF2 DPH1 DPH2 DPYSL5 DSE DST DVL1 DVL3 DYNC2LI1 DZIP1L EBF3 EBP EDEM3 EDN1 EDNRA EED EEF1A2 EFEMP2 EFL1 EFTUD2 EIF4A3 EIF4H EIF5A ELN EP300 EPG5 ERCC1 ERCC4 ERCC5 ERMARD ESCO2 EXOC2 EXOC7 EXOSC2 EXOSC9 EXT1 EYA1 EZH2 FAM149B1 FAM20C FANCB FANCD2 FANCL FAT4 FBLN5 FBN1 FBXO11 FDFT1 FGD1 FGF10 FGF20 FGFR1 FGFR2 FGFR3 FHL1 FIG4 FKBP6 FKRP FKTN FLI1 FLNA FLNB FOXF1 FOXL2 FOXP2 FRA10AC1 FRAS1 FREM1 FREM2 FRMD4A FUCA1 FZD2 GABRA3 GABRD GAD1 GALNT2 GATA1 GATA4 GBA1 GFRA1 GJA1 GJA5 GJA8 GK GLB1 GLE1 GLI3 GLIS3 GLUL GMNN GNAI3 GNB2 GNE GNS GON7 GP1BB GPC3 GPC4 GPC6 GPKOW GPT2 GREB1L GRIP1 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GTPBP2 H3-3A H4C3 H4C5 H4C9 HBA1 HBA2 HDAC6 HDAC8 HEATR3 HELLS HERC1 HES7 HIRA HMGA2 HMX1 HNRNPH1 HOXB1 HOXD13 HRAS HS2ST1 HS6ST2 HSD17B4 HSPG2 HUWE1 HYLS1 IFIH1 IFT122 IFT140 IFT172 IFT27 IFT52 IFT74 IFT81 IGBP1 IGF1R IGF2 IL6ST INPP5E INPPL1 INSR INTS1 INTU IPO8 IREB2 IRX5 ITCH ITGA8 JAG1 JARID2 JMJD1C KAT5 KAT6A KAT6B KAT8 KATNB1 KATNIP KCNAB2 KCNH1 KCNJ2 KCNJ5 KCNK4 KCTD1 KDM4B KDM6A KIAA0586 KIAA0753 KIF14 KIF15 KIF26A KIF7 KIFBP KLHL40 KLHL41 KMT2A KMT2D KRAS KYNU LARGE1 LARP7 LBR LETM1 LFNG LIFR LIG4 LIMK1 LMBRD1 LMNA LMOD3 LMX1B LRP2 LRPPRC LRRC8A LSM11 LUZP1 LZTFL1 LZTR1 MAB21L1 MACF1 MADD MAF MAGEL2 MAN1B1 MAP2K1 MAP2K2 MAP3K7 MAPK1 MAPK8IP3 MAPRE2 MARS1 MARS2 MASP1 MBD5 MBTPS2 MCM5 MCTP2 MECP2 MED12 MED13L MED25 MED27 MEF2C MEG3 MEGF8 MEIS2 MESD MESP2 METTL27 METTL5 MGAT2 MID1 MINPP1 MKKS MKS1 MLXIPL MMACHC MMP23B MN1 MRAS MRPL12 MRPS14 MRPS16 MRPS2 MRPS22 MRPS28 MSL3 MTHFR MUSK MVK MYCN MYH3 MYMX MYO18B MYO9A MYOD1 MYSM1 NAA10 NAA20 NALCN NARS1 NCF1 NDE1 NEB NEK9 NELFA NEU1 NF1 NFIA NFIX NGLY1 NIPBL NOTCH2 NOTCH3 NPHP1 NRAS NSD1 NSD2 NSRP1 NSUN2 NTNG2 NUP188 NUP88 NXN OCLN OCRL OFD1 OGT ORC1 ORC4 ORC6 OSGEP OTUD5 OTUD6B OTX2 PACS1 PAFAH1B1 PAICS PAM16 PAX1 PAX7 PBX1 PCDHGC4 PCGF2 PCLO PCNT PDE6D PDPN PDZD8 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PHACTR1 PHGDH PHOX2B PIBF1 PIEZO2 PIGB PIGG PIGN PIGT PIGU PIK3R1 PITX1 PKHD1 PLAA PLAG1 PLCB4 PLCH1 PLOD3 PLVAP PLXND1 PNPLA6 POC1A POGZ POLE POLR3A POMGNT1 POMGNT2 POMK POMT1 POMT2 POR PORCN PPM1B PPM1D PPP1CB PPP1R12A PPP1R21 PPP2R3C PPP2R5D PRDM16 PRDX1 PREPL PRIM1 PRKCZ PRKDC PRKG2 PRPS1 PRR12 PRRX1 PRUNE1 PSAT1 PSMD12 PTCH1 PTEN PTF1A PTH1R PTPN11 PUM1 PURA PUS7 PYCR2 QARS1 QRICH1 RAB18 RAB23 RAB3GAP1 RAB3GAP2 RAB5IF RAC1 RAD21 RAF1 RAI1 RALA RALGAPA1 RAPSN RARB RASA2 RB1 RBM10 RBM8A RDH11 RECQL4 RELN RERE RET RFC2 RIPK4 RIPPLY2 RIT1 RMRP RNASEH2A RNASEH2B RNASEH2C RNU4ATAC RNU7-1 ROR2 RPGRIP1 RPGRIP1L RPL10 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS23 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RRAS RRAS2 RREB1 RSPO2 RSPRY1 RTL1 RTTN RUSC2 RXYLT1 RYR1 SAMHD1 SATB2 SCAPER SCLT1 SCN4A SCNM1 SCYL2 SDCCAG8 SEC24C SEMA3E SEMA5A SEPTIN9 SETBP1 SETD1A SETD5 SF3B4 SH3PXD2B SHOC2 SIAH1 SIM1 SKI SKIC3 SLC12A2 SLC18A3 SLC1A4 SLC25A1 SLC25A24 SLC26A2 SLC37A4 SLC39A8 SLC3A1 SLC5A7 SLC6A9 SMAD2 SMAD4 SMARCA2 SMARCD2 SMC1A SMC3 SMC5 SMG8 SMG9 SMOC1 SMS SNAP25 SNRPB SOD1 SON SOS1 SOS2 SOX11 SOX4 SOX5 SOX6 SOX9 SPART SPECC1L SPEN SPINT2 SPOP SPRED1 SPRED2 SRCAP SRD5A3 SRY STAC3 STAG1 STAG2 STAMBP STRA6 STX1A STXBP1 SUFU SUPT16H SUZ12 SYT2 TAB2 TAF1 TALDO1 TAOK1 TAPT1 TASP1 TBC1D20 TBC1D24 TBCE TBL2 TBR1 TBX1 TBX15 TBX2 TCF20 TCTN1 TCTN2 TCTN3 TENM3 TFAP2A TFAP2B TGDS THUMPD1 TMCO1 TMEM107 TMEM138 TMEM147 TMEM165 TMEM216 TMEM218 TMEM231 TMEM237 TMEM260 TMEM270 TMEM67 TMEM70 TMEM94 TOE1 TOGARAM1 TOPORS TPM2 TPM3 TRAF7 TREX1 TRIM32 TRIP11 TRIP12 TRIP13 TRPS1 TRPV4 TRPV6 TRRAP TSPEAR TSR2 TTC26 TTC5 TTC8 TUBB TUBB3 TWIST1 TWIST2 TXNDC15 UBA2 UBE3B UBE4B UBR7 UFC1 UFD1 UGP2 UMPS UNC80 UPF3B USP7 USP9X VAC14 VAMP1 VANGL2 VARS1 VIPAS39 VPS33B VPS35L VPS37D WARS2 WASHC4 WASHC5 WBP11 WDPCP WDR35 WDR37 WDR73 WNT3 WNT4 WNT5A WNT7A WNT7B WNT9B XYLT1 XYLT2 YWHAE YY1 ZBTB18 ZBTB24 ZC4H2 ZDHHC9 ZIC3 ZMIZ1 ZMPSTE24 ZMYM2 ZNF148 ZNF292 ZNF423 ZNF462 ZNF699 HP_LOW_SET_NIPPLES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LOW_SET_NIPPLES AARS1 CARS1 ERCC2 ERCC3 GTF2E2 GTF2H5 H3-3A KAT6A MPLKIP PIGL RNF113A TARS1 HP_LOW_SET_POSTERIORLY_ROTATED_EARS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LOW_SET_POSTERIORLY_ROTATED_EARS ACAN ACTG2 AFF4 AHI1 ALG9 ALX1 ALX3 ARID1B ARL6 ASXL1 B3GLCT B9D1 B9D2 BAZ1B BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCL7B BCOR BRAF BRD4 BUB1 BUB1B BUB3 BUD23 C2CD3 CAMKMT CANT1 CASZ1 CBL CC2D2A CD96 CDC42 CEP120 CEP19 CEP290 CEP41 CEP57 CFAP418 CHD7 CHST14 CLIP2 COG1 CPLANE1 CPLX1 CSGALNACT1 CSPP1 CTBP1 CTCF CTNND2 DHCR24 DHCR7 DHODH DLK1 DLL3 DNAJC30 DSE EDN1 EED EIF4H ELN ERMARD EXT1 EZH2 FAM149B1 FGD1 FGFR1 FKBP6 FLI1 FRAS1 FREM2 FRMD4A GABRD GBA1 GLE1 GLI3 GNAI3 GPC3 GPC4 GRIP1 GTF2I GTF2IRD1 GTF2IRD2 HBA1 HBA2 HDAC8 HERC1 HES7 HOXD13 HRAS HSPG2 HYLS1 IFT172 IFT27 IFT74 INPP5E ITCH KAT6A KCNAB2 KIAA0586 KIAA0753 KIF7 KRAS LETM1 LFNG LIG4 LIMK1 LUZP1 LZTFL1 LZTR1 MAP2K1 MAP2K2 MAPRE2 MEG3 MESP2 METTL27 MGAT2 MKKS MKS1 MLXIPL MMP23B MRAS MVK NAA10 NALCN NCF1 NELFA NF1 NIPBL NPHP1 NRAS NSD1 NSD2 NSUN2 NXN OCRL OFD1 OTX2 PDE6D PDPN PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PIGG PIGN PLAA PLCB4 PNPLA6 PPM1B PPP1CB PRDM16 PREPL PRKCZ PRRX1 PTPN11 RAB18 RAB3GAP1 RAB3GAP2 RAD21 RAF1 RAI1 RASA2 RBM10 RBM8A RERE RFC2 RIPPLY2 RIT1 RMRP ROR2 RPGRIP1 RPGRIP1L RRAS RRAS2 RTL1 RTTN SCAPER SCLT1 SDCCAG8 SEMA3E SEMA5A SF3B4 SHOC2 SKI SLC25A24 SLC26A2 SLC3A1 SMC1A SMC3 SMOC1 SOS1 SOS2 SPEN SPRED2 SRY STX1A SUZ12 TBC1D20 TBCE TBL2 TBR1 TCTN1 TCTN2 TCTN3 TFAP2A TGDS TMCO1 TMEM107 TMEM138 TMEM216 TMEM231 TMEM237 TMEM270 TMEM67 TOPORS TRIM32 TRIP13 TRPS1 TRPV4 TTC8 TUBB TXNDC15 UBE4B UMPS UNC80 USP9X VPS37D WDPCP XYLT1 ZNF423 HP_LUMBAR_HYPERLORDOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LUMBAR_HYPERLORDOSIS ABCC9 ACAN ACP5 ADAMTS10 ALG14 ALG2 ALX3 AP1G1 ARSB ASH1L BCOR BGN CFL2 CHST11 CHST3 CLCF1 COL10A1 COL11A2 COL12A1 COL27A1 COL2A1 COL6A1 COL6A2 COL6A3 COMP DAG1 DDRGK1 DMD DPAGT1 DYM EXTL3 FBN1 FGFR3 FKRP FN1 FUCA1 GARS1 GFPT1 GMPPB GSC HACE1 HERC1 HSPG2 IHH ITCH KY LIPE LMX1B LTBP1 MATN3 MED12 MFN2 MYBPC1 MYH7 MYPN NAA10 NPR2 NSDHL OBSL1 PCGF2 PIEZO2 PLEC POLR3GL POMGNT1 POMK POMT1 POMT2 PRG4 PRKG2 RAB3GAP2 RERE RMRP RYR1 SATB2 SETBP1 SGCG SHOX SLC26A2 SMARCAL1 SON SOX5 SYT1 TMEM63C TOGARAM1 TONSL TPM2 TPM3 TRAPPC2 TRPV4 VAC14 VCP VPS13B VPS33A XYLT1 HP_LUMBAR_KYPHOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LUMBAR_KYPHOSIS ATG7 COL2A1 FGFR3 GALNS POLR3GL RPS6KA3 SLF2 VPS33A HP_LUMBAR_SCOLIOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LUMBAR_SCOLIOSIS ALMS1 AP1G1 ASH1L ATG7 ATP6V1B2 COL2A1 GNPTAB HYAL1 IDH1 LONP1 NIN PAPSS2 PLK4 RPL10 SLC35B2 TBC1D24 HP_LUPUS_ANTICOAGULANT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LUPUS_ANTICOAGULANT ADA2 IRAK1 SAT1 SPP1 STAT4 TNFAIP3 HP_LYMPHADENITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LYMPHADENITIS CXCR4 CYBA CYBB CYBC1 IL12RB1 IRF8 MVK MYD88 NCF1 NCF2 RAC2 RAG1 RAG2 RBCK1 STAT2 ZAP70 HP_LYMPHANGIECTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LYMPHANGIECTASIS ADAMTS3 CCBE1 CD55 FAT4 FOXF1 HRAS MPI PIEZO1 SOX18 HP_LYMPHANGIOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LYMPHANGIOMA ADAMTS3 AKT1 CCBE1 COL18A1 FAT4 IDH1 IDH2 PAK2 PTEN PTH1R HP_LYMPHEDEMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LYMPHEDEMA ABCC9 ADAMTS3 AKT1 ANGPT2 ANTXR2 BCL2 BCL6 BRAF CBL CCBE1 CDC42 CDK5 CELSR1 CTNNB1 DCHS1 DNMT1 EPHB4 FAT4 FLT4 FOXC2 FZD4 GATA2 GJC2 GLA GUSB HLA-DRB1 HRAS IKBKG INPPL1 KIF11 KIF7 KRAS LBR LRP5 LZTR1 MAP2K1 MAP2K2 MAPK1 MDFIC MRAS NAA10 NAGA NDP NLRP3 NRAS PIEZO1 PIK3CA PMM2 PTEN PTPN11 PTPN14 RAF1 RASA1 RASA2 RELN RIT1 RRAS RRAS2 SHANK3 SLC35D1 SOS1 SOS2 SOX18 SPG11 SPRED2 THSD1 TIE1 TSC1 TSC2 TSPAN12 VEGFC XYLT2 ZNF408 HP_LYMPHOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LYMPHOCYTOSIS ARPC1B BTNL2 CARD11 CASP10 EIF2AK3 ELF4 FAS FASLG FOCAD HLA-DRB1 IKBKG IL7R KRAS LMNB2 NCKAP1L NFKBIA NRAS PRKCD PTPRC RASGRP1 REL RNASEH2B SH2D1A XIAP ZAP70 HP_LYMPHOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LYMPHOMA AAGAB ADA APC ASXL1 ATM BCL10 BCL2 BCL6 BIRC3 BLM CASP10 CCND1 CD19 CD27 CD28 CD70 CD81 CDKN2A CHD7 CHEK2 COL14A1 CR2 CTC1 CTLA4 DCLRE1C DDX41 DEF6 DIAPH1 DKC1 DNASE1L3 FAS FASLG FCHO1 FOXP1 HAVCR2 HLA-DQA1 HLA-DQB1 HLA-DRB1 ICOS IGHG2 IGKC IKZF3 IL2RG IL6ST IL7R IRF2BP2 ITK KIF11 KIT KLHDC8B KRAS LIG4 LRBA MAGT1 MALT1 MDM2 MLH1 MS4A1 MSH6 MYC MYD88 NBN NFATC2 NFKB1 NFKB2 NHP2 NOP10 NPM1 NRAS NSUN2 NTHL1 PARN PGM3 PIK3CD PIK3R1 PMS2 PNP POLE PRF1 PRKCD PTEN PTPRC RAD54B RAD54L RAG1 RAG2 RASGRP1 RB1 RECQL4 RHOH RMRP RNF43 RTEL1 RUNX1 SH2D1A SMARCAL1 SOCS1 SRSF2 STAT3 STK4 SYK TCF4 TERC TERT TET2 TINF2 TNFRSF13B TNFRSF13C TNFRSF1B TNFRSF9 TNFSF12 TP53 TP63 TTC7A TYMS USB1 WAS WIPF1 WRAP53 XIAP XRCC4 ZAP70 HP_LYMPHOPENIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LYMPHOPENIA ACP5 ADA ADA2 ADAMTS3 AK2 ALG12 AP1S3 ARHGEF1 ATM ATP11A ATRX B2M BCL11B BRAF BTK CASP10 CCBE1 CD19 CD247 CD3D CD3E CD3G CD79A CD79B CD81 CD8A CDCA7 CDH23 CHD7 CIITA CLPB CORO1A CR2 CTLA4 CTNNBL1 CTPS1 CXCR4 CYBC1 DCLRE1B DCLRE1C DEF6 DNMT3B DOCK2 DOCK8 ELANE EPG5 EXTL3 FAS FASLG FAT4 FCHO1 FNIP1 FOXN1 G6PC3 GATA2 GFI1 GINS1 GTF2H5 HELLS ICOS IFIH1 IGHM IGLL1 IKBKB IKBKG IKZF1 IKZF3 IL2RA IL2RG IL36RN IL6ST IL7 IL7R IRAK1 IRF2BP2 ITK IVNS1ABP JAK3 KNSTRN LAT LBR LCK LEP LEPR LRBA MAGT1 MCM10 MDM4 MS4A1 MSN MTHFD1 MYC MYD88 MYSM1 NAE1 NAF1 NBN NCAPG2 NFKB1 NFKB2 NHEJ1 NR3C1 NSMCE3 PGM3 PI4KA PIK3CD PIK3CG PIK3R1 PNP POMP PRIM1 PRKCD PRKDC PSMB4 PSMB9 PTEN PTPRC RAC2 RAG1 RAG2 RASGRP1 REL RFX5 RFXANK RFXAP RIPK1 RMRP RPA1 RRAS2 SAMD9 SASH3 SAT1 SGPL1 SKIC2 SKIC3 SLC39A7 SMARCAL1 SP110 SPI1 SPP1 SPRED2 SRP19 SRP54 STAT1 STAT2 STAT4 STING1 STK4 SYK TBX2 TCF3 TCIRG1 TCN2 TERC TERT TFR2 TINF2 TLR7 TLR8 TNFAIP3 TNFRSF13B TNFRSF13C TNFRSF9 TNFSF12 TOM1 TP53 TPP2 TRNT1 TTC7A TTI2 UNC119 USP48 USP8 WAS WDR1 WIPF1 XRCC4 ZAP70 ZBTB24 HP_LYMPHOPROLIFERATIVE_DISORDER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LYMPHOPROLIFERATIVE_DISORDER ADA2 CD27 CD70 CTPS1 IL2RG ITK KRAS LRBA MAGT1 MCM4 MYD88 NRAS PRKCD SMARCAL1 STK4 WAS ZAP70 HP_LYMPH_NODE_HYPOPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_LYMPH_NODE_HYPOPLASIA BTK DCLRE1C EPHB4 IL2RG PNP HP_MACROCEPHALY_AT_BIRTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MACROCEPHALY_AT_BIRTH BIN1 DNM2 FOCAD MTMR14 MYF6 ODC1 PIGN RYR1 SLC16A2 HP_MACROCYTIC_ANEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MACROCYTIC_ANEMIA ADA2 ALAS2 AMN CBLIF CDAN1 COX10 CUBN DHFR DNAJC21 DNM1L EFL1 FTCD GATA1 HEATR3 HLA-DQA1 HLA-DQB1 HPRT1 KCNN4 KIF23 LARS1 LMBRD1 MMACHC MMADHC MTHFD1 MTR MTRR OPA1 PHGDH PIEZO1 PRDX1 PSMC1 RAC2 RACGAP1 RHAG RHCE RHD RMRP RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS14 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 SBDS SFXN4 SLC19A1 SLC19A2 SLC46A1 SLC4A1 SRP54 TCN2 TET2 TPI1 TSR2 UBA1 UMPS WFS1 HP_MACRODACTYLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MACRODACTYLY AIP AKT1 GPR101 PIK3CA PTEN HP_MACRODONTIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MACRODONTIA ABCC9 ANKRD11 ATP6V1B2 BRCA1 BRF1 CACNA1I CDK10 COL11A1 CTCF DHX37 FARS2 GJA1 GRIA3 IRF6 KCNK9 KCNMA1 MAPK8IP3 MBD5 MGAT2 MSX1 NECTIN1 PACS2 PQBP1 PURA SMOC1 TBC1D24 TP63 VPS13B VPS51 HP_MACRODONTIA_OF_PERMANENT_MAXILLARY_CENTRAL_INCISOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MACRODONTIA_OF_PERMANENT_MAXILLARY_CENTRAL_INCISOR ATP6V1B2 BRF1 CACNA1I COL11A1 CTCF FARS2 GJA1 GRIA3 KCNMA1 PACS2 TBC1D24 VPS13B HP_MACROGLOSSIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MACROGLOSSIA ABCC8 ACTB AFF4 AGA AGPAT2 AIP AKT1 ALG3 ALG6 ALG8 AMPD2 ARID1A ARSB ATP6V1B2 ATRX BAZ1B BCL7B BSCL2 BUD23 CAV1 CAVIN1 CCDC47 CDCA7 CDKN1C CLIP2 CPSF3 CRPPA CUL4B DLK1 DNAJC30 DNMT3B DUOX2 DUOXA2 DVL1 EHMT1 EIF4H ELN ERLIN2 FDX2 FIBP FKBP6 FKRP FOS FOXE1 FOXG1 FUCA1 GAA GATA1 GLB1 GMPPB GNE GNPTAB GNS GPC3 GPC4 GPR101 GTF2I GTF2IRD1 GTF2IRD2 GUSB HELLS HESX1 HEXB HNRNPK HRAS HS2ST1 HYMAI IDS IDUA IFT140 IGF2 IL6ST INPP5E INSR IPO8 IYD KCNH1 KCNJ11 KCNMA1 KCNN3 KCNQ1 KCNQ1OT1 KLLN LAMA2 LARGE1 LHX3 LHX4 LIMK1 LIMS2 MAN2B1 MAN2C1 MBD5 MED13L MEG3 METTL27 MLXIPL MT-TE NCF1 NEK9 NKX2-1 NKX2-5 PAX8 PEX1 PIGS PIGW PIK3C2A PIK3CA PLAGL1 POMGNT1 POMK POMT1 POMT2 POP1 POU1F1 PPARG PQBP1 PRKAG2 PROP1 PSMB8 PTEN RFC2 RMRP RNF125 ROR2 RTL1 SDHB SDHC SDHD SEC23B SETBP1 SGCG SLC26A4 SLC5A5 SMARCA4 SMARCB1 SNIP1 SNRPN SNX14 STX1A TBCK TBL2 TG THRA TMEM270 TPO TRAF3IP2 TRMU TSHB TSHR UBE3A USF3 VPS33A VPS37D WNT5A ZBTB24 ZFP57 HP_MACROGYRIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MACROGYRIA ACTB ACTG1 B3GALNT2 B4GAT1 CASK COL4A1 CRPPA DAG1 DHCR24 FKRP FKTN LARGE1 NFIX PEX2 PLP1 POMGNT1 POMGNT2 POMK POMT1 POMT2 RXYLT1 HP_MACROORCHIDISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MACROORCHIDISM AGA AKT1 ARX CLIC2 CYP19A1 FMR1 GNAS H4C5 IL1RAPL1 LHCGR MECP2 MED12 NF1 PDE11A PRKAR1A PTEN RBMX TSHB UPF3B ZDHHC9 HP_MACROSCOPIC_HEMATURIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MACROSCOPIC_HEMATURIA APRT CD81 F8 GP1BA GP1BB GP9 HPRT1 ITGA2B ITGB3 HP_MACROTHROMBOCYTOPENIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MACROTHROMBOCYTOPENIA DIAPH1 GATA1 GFI1B GP1BA GP1BB GP9 ITGA2B MYH9 PRKACG SLC35A1 TUBA8 TUBB1 HP_MACROTIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MACROTIA ADAMTSL1 ADAT3 AEBP1 AGO1 AGPAT2 AHSG AIP AKT1 ALDH18A1 ALG3 ALG9 ALKBH8 ANKRD11 AP1S2 AP3D1 ASNS ATP6V1A ATP6V1B2 BAZ1B BCL7B BMP4 BRAF BRD4 BRWD3 BSCL2 BUD23 CA2 CACNA2D1 CASK CBL CENPE CEP120 CHRNA1 CHRNA7 CHST14 CIT CLCN3 CLIC2 CLIP2 COLEC10 COLEC11 CPE CTU2 CWC27 DDB1 DENND5A DHX30 DNAJC30 DPF2 DPYSL5 DSE DYRK1A EED EIF2S3 EIF4H ELN ERCC1 ERCC2 ERCC4 ERCC6 ERCC8 EYA1 EZH2 FAR1 FDFT1 FGFR2 FIBP FKBP6 FLNA FMR1 FTSJ1 GLB1 GLI2 GNB2 GON7 GPR101 GRIA3 GRIA4 GTF2I GTF2IRD1 GTF2IRD2 HDAC4 HDAC8 HECTD4 HECW2 HERC1 HHAT IDH1 INSR IPO8 IQSEC2 ITGA3 ITGB6 JAG1 KANSL1 KATNB1 KCNH1 KCNJ1 KCNMA1 KCNN3 KDM4B KDM5C KDM6A KDM6B KIF1A KIFBP KMT2D KRAS LAGE3 LIMK1 LMBRD2 LSS MAN1B1 MAN2B1 MAP2K1 MAP2K2 MASP1 MBTPS1 MBTPS2 MECP2 MED13L METTL27 METTL5 MGAT2 MGP MID2 MINPP1 MLXIPL MMACHC MPLKIP NAA10 NALCN NARS1 NBN NCF1 NDE1 NDP NECTIN1 NEXMIF NHS NIPBL NSD1 NUP107 NUP133 ODC1 OPHN1 OSGEP OTUD6B PACS1 PAK3 PAX1 PCLO PGAP1 PHF6 PHGDH PHIP PIEZO2 PIGN PIK3R1 PLCH1 PMM2 POLR1A PPP1CB PPP1R15B PQBP1 PRDX1 PRUNE1 PSMB8 PTCH1 PTDSS1 PTEN PYCR2 QRICH1 RAB18 RAB3GAP1 RAB3GAP2 RAD21 RBMX RDH11 RFC2 RHOBTB2 RMRP RPL10 SALL1 SET SHANK3 SHOC2 SIN3A SLC12A6 SLC16A2 SLC2A1 SLC2A10 SLC6A17 SLC9A6 SMARCA2 SMC1A SMC3 SMG8 SNAP29 SOX6 SSR4 STEEP1 STX1A SUOX SUZ12 SYNE1 SYNGAP1 TAF1 TAFAZZIN TAPT1 TBC1D20 TBC1D23 TBCD TBL1XR1 TBL2 TBX22 TENM3 THOC2 TMEM270 TNPO2 TOE1 TOR1A TP53RK TPRKB TRAPPC9 TRIO TRMT10A TRPS1 TTI2 UBE2A VPS37D WDR4 WDR73 YME1L1 YRDC ZBTB20 ZIC2 ZNF526 ZNF668 ZNF699 ZNF711 ZNHIT3 HP_MACROVESICULAR_HEPATIC_STEATOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MACROVESICULAR_HEPATIC_STEATOSIS CPT2 CYP7A1 DOCK2 EARS2 LIG3 LYRM4 MICOS13 MPV17 MTX2 NAA10 NDUFAF1 POLG RRM2B SLC25A13 TRMU TYMP VPS33A HP_MACULAR_ATROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MACULAR_ATROPHY AIPL1 ARL2BP ATF6 C1QTNF5 CFAP418 CFH CFI CNNM4 DHX38 DRAM2 EFEMP1 ELOVL4 EPG5 GBA1 GUCA1A GUCY2D HK1 HLA-A IFT140 KCNV2 LZTFL1 MAPKAPK3 MERTK NMNAT1 NRL PCYT1A PLK4 PRPF31 PRPH2 RAX2 RDH5 RHO RLBP1 RP9 RS1 SH3BP2 SIX6 SLC24A1 SLC6A6 TNFRSF11B UNC119 WDR19 YARS1 HP_MACULAR_COLOBOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MACULAR_COLOBOMA CLDN19 CRB1 DHX38 LCA5 LRAT MMACHC NMNAT1 PRPS1 RPE65 SPATA7 TENM3 HP_MACULAR_DEGENERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MACULAR_DEGENERATION AARS1 ABCA4 ABCC6 AIPL1 ALDH3A2 ANO10 APOE ARL2BP ASAH1 ATF6 ATXN7 BEST1 C1QTNF5 C9 CARS1 CDH3 CEP78 CFAP418 CFH CFHR1 CFHR3 CFI CLN3 CNGB1 CNGB3 CNNM4 COL18A1 CP CST3 DHX38 DRAM2 EFEMP1 ELOVL4 EPG5 ERCC2 ERCC3 FBLN1 FBLN5 FBN2 GBA1 GRK1 GTF2E2 GTF2H5 GUCA1A GUCA1B GUCY2D HK1 HLA-A HMCN1 HTRA1 IFT140 KCNV2 LIG3 LZTFL1 MAPKAPK3 MERTK MPLKIP NMNAT1 NR2E3 NRL PAK2 PAX2 PCYT1A PITPNM3 PLK4 PPT1 PRCD PROM1 PRPF31 PRPF4 PRPH2 RAX2 RDH5 RHO RLBP1 RNF113A RP1L1 RP9 RPGR RPGRIP1 RS1 SAG SCAPER SEMA4A SH3BP2 SIX6 SLC24A1 SLC6A6 SPG11 TARS1 TNFRSF11B TRAF3IP1 TTC8 UNC119 WDR19 XYLT1 XYLT2 YARS1 ZFYVE26 ZNF513 HP_MACULAR_DRUSEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MACULAR_DRUSEN APOE CFH CFHR1 CFHR3 CFI EFEMP1 HMCN1 UNC119 HP_MACULAR_DYSTROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MACULAR_DYSTROPHY BBS5 BEST1 CCNQ CDH3 CFH CFI CHST6 EFEMP1 ELOVL4 IMPG1 IMPG2 MFSD8 MT-TE MT-TK MT-TL1 MYO5A PEX1 PROM1 PRPH2 RP1L1 SYCE1 TIMP3 HP_MACULAR_EDEMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MACULAR_EDEMA ARHGEF18 ARL3 CCND1 CTNNB1 CYP4V2 DHDDS FZD4 HLA-A IDH3A KIAA1549 KLHL7 LRP5 MFRP NDP NOD2 NR2E3 NRL PDE6G POMGNT1 PRPF31 PRPF8 PRPH2 RDH5 REEP6 RHO RLBP1 RP1L1 RP9 TREX1 TSPAN12 VHL ZNF408 HP_MACULAR_HYPERPIGMENTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MACULAR_HYPERPIGMENTATION ADAR CFH CFI CRX EFEMP1 PAX2 HP_MACULAR_HYPOPIGMENTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MACULAR_HYPOPIGMENTATION ADAR IFT74 MC1R NMNAT1 OCA2 HP_MACULAR_HYPOPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MACULAR_HYPOPLASIA ATOH7 COL18A1 DPYD EBP EPG5 FZD4 HMX1 HPS6 LAMB2 LYST MAF MPDZ NDP PAX6 SLC45A2 HP_MACULAR_PURPURA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MACULAR_PURPURA AIP APOE ATRX BCOR BRAF CALR CASP10 CD109 CDH23 CHST14 CLCN7 COL1A1 COL3A1 COL5A1 COL5A2 DCLRE1B DPP9 ETHE1 ETV6 F13A1 F13B F2 F8 FCGR2C FERMT3 FIP1L1 FUCA1 FYB1 GATA1 GBA1 GFI1B GGCX GIMAP5 GNA14 GP1BA GP1BB GP6 GP9 HCK HOXA11 HPS1 HPS6 IFNG IRF2BP2 ITGA2 ITGA2B ITGB3 JAK2 LCP2 MPL NABP1 NAGA NEU1 NPM1 NR3C1 NUMA1 OCLN P2RY12 PEPD PML PRF1 PRKAR1A RAB27A RARA SAMD9 SBDS STAT3 STAT5B STX11 STXBP2 TBL1XR1 TBXA2R TERC TERT TET2 TP53 TREX1 UNC13D USP18 USP48 USP8 VWF WAS WIPF1 ZBTB16 HP_MACULAR_SCAR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MACULAR_SCAR CFI HLA-A NMNAT1 SH3BP2 TNFRSF11B HP_MACULAR_THICKENING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MACULAR_THICKENING APC ARHGEF18 ARL3 C1QTNF5 CCND1 CTNNB1 CYP4V2 DHDDS FZD4 HGSNAT HLA-A IDH3A KIAA1549 KLHL7 LRP5 MFRP NDP NF2 NLRP3 NOD2 NR2E3 NRL OAT PDE6G POMGNT1 PRPF31 PRPF8 PRPH2 RDH5 REEP6 RHO RLBP1 RP1L1 RP9 TREX1 TRNT1 TSPAN12 VHL ZNF408 HP_MACULE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MACULE ABCB6 ABCC9 ACP5 ACTB ADAM10 ADAR AKT1 ANAPC1 ANKLE2 APC ARL6IP6 ATM ATP2A2 BLM BRAF BRCA1 BRCA2 BRIP1 BUB1 BUB1B BUB3 C1R C1S CASZ1 CBL CDKN1A CDKN1B CDKN1C CDKN2B CDKN2C CEP57 CIB1 CLCN7 COL17A1 COL25A1 COL3A1 COPB1 CREBBP CSTA CTC1 CWC27 CYBA CYBB CYBC1 DDB2 DDX11 DHX30 DKC1 DNAJC21 DPP9 DSTYK ELOVL4 ENPP1 EP300 EPHB4 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ESCO2 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FGFR3 GABRD GJA1 GJB3 GJB4 GNA11 GNAQ GNAS GNB2 GPNMB H4C5 HEPACAM HLA-B HLA-DQB1 HLA-DRB1 HMGA2 HSPG2 IFNG IGF1 IGF2 IKZF1 IL6 IL7 INSR KANSL1 KCNAB2 KDM5C KDM6A KDM6B KDSR KIT KITLG KLLN KMT2D KRAS KRT14 KRT5 LMNA LUZP1 LZTR1 MAD2L2 MAN1B1 MAP2K1 MAP2K2 MAPK1 MAX MED12 MEN1 MLH1 MMP2 MMP23B MSH2 MSH6 MTOR NBN NCF1 NCF2 NCF4 NF1 NF2 NHP2 NONO NOP10 NPM1 NRAS PALB2 PARN PCNT PDE11A PDPN PHIP PIGN PIK3CA PLAG1 PLEC PLXND1 PMS2 POFUT1 POGLUT1 POLE PORCN PPP1CB PRDM16 PRKAR1A PRKCD PRKCZ PSENEN PTEN PTPN11 RAD51 RAD51C RAF1 RASA1 RBBP8 RERE RET REV3L RFWD3 RFX7 RTEL1 SASH1 SDHB SDHC SDHD SEC23B SET SETBP1 SH3PXD2B SHOC2 SKI SKIC2 SKIC3 SLC9A1 SLF2 SLX4 SMARCA2 SMARCAD1 SMARCAL1 SNAI2 SOX10 SPECC1L SPEN SPRED1 ST3GAL5 STEAP3 STK11 SVBP TERC TERT TGM5 TINF2 TMC6 TMC8 TMEM127 TNFRSF1A TOP3A TP53RK TP63 TRIP13 TSC1 TSC2 TWIST2 TYMS UBE2T UBE4B UBR1 USB1 USF3 VHL WASF1 WBP11 WRAP53 XPA XPC XRCC2 ZFHX4 ZMPSTE24 HP_MADELUNG_DEFORMITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MADELUNG_DEFORMITY COG4 GDF5 GJA1 NIN SHOX HP_MALABSORPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MALABSORPTION ABCB11 ABCB4 ACOX2 ADAMTS3 AGA AIRE AK2 AKR1D1 AMACR ANTXR2 APC APOB ARX ASXL1 ATP7A ATP8B1 BAZ1B BCL7B BLNK BMPR1A BTK BUD23 C4A CALR CAV1 CBL CCBE1 CCDC47 CCN2 CCR1 CCR6 CD55 CD79A CD79B CDCA7 CEACAM3 CEACAM6 CFTR CIITA CISD2 CLCA4 CLIP2 CLMP CLTRN COX4I2 CTC1 CTNNB1 CTRC CYBA CYBB CYBC1 CYP7B1 DCTN4 DKC1 DMP1 DNAJC21 DNAJC30 DNMT3B DSG1 DZIP1L EDNRA EFL1 EIF4H ELN ENPP1 EPCAM ERAP1 ERCC2 F5 FAN1 FAS FAT4 FCGR2A FKBP6 FLNA FOXP3 GCLC GLA GSTM3 GTF2I GTF2IRD1 GTF2IRD2 HELLS HFE HLA-B HLA-DQA1 HLA-DQB1 HLA-DRB1 HMOX1 HPGD HSD3B7 HYOU1 IFNGR1 IGHM IGLL1 IL10 IL12A IL12A-AS1 IL23R IRF4 IRF5 JAK2 KCNN4 KDM6A KLRC4 KMT2D KRAS LBR LCT LIG4 LIMK1 LIPA LPIN2 LRRC8A MADD MCM6 MEFV METTL27 MIF MLH1 MLH3 MLXIPL MPI MSH2 MSH6 MT-TE MT-TK MT-TL1 MTOR MTTP MYD88 NCF1 NCF2 NCF4 NEUROG3 NHP2 NOP10 NPM1 NSUN2 OCRL PARN PCSK1 PERCC1 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PGM3 PIK3CA PIK3R1 PKHD1 PMM2 PMS1 PMS2 PNLIP POLG PRSS1 PRSS2 PTF1A PTRH2 RECQL4 RFC2 RFX5 RFX6 RFXANK RFXAP RMRP RPS20 RTEL1 RUNX1 SAA1 SAR1B SATB1 SBDS SEMA4A SERPINA1 SH3KBP1 SHPK SI SLC10A2 SLC11A1 SLC26A9 SLC29A3 SLC2A2 SLC39A4 SLC39A7 SLC46A1 SLC51B SLC5A1 SLC6A14 SLC6A19 SLC7A7 SLC9A3 SLCO2A1 SPI1 SPINK1 SPINK5 SRP54 SRSF2 STAT4 STX1A TBL2 TCF3 TERC TERT TET2 TGFB1 TGFBR2 TINF2 TJP2 TLR4 TMEM270 TREH TRMT5 TYMP TYMS UBAC2 UBR1 USB1 VPS37D WFS1 WRAP53 XRCC4 ZBTB24 HP_MALAR_FLATTENING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MALAR_FLATTENING ACAN ACSL4 ADAMTSL4 AGL AIFM1 AMMECR1 APC ARID1B ARVCF ASPH ASXL3 ATP6V0A2 ATP6V1A ATP6V1E1 ATRX B3GALT6 BBS7 BCR BGN BLM BMP2 BUB1B CANT1 CCBE1 CDH11 CHD7 CNOT3 COG4 COL11A1 COL11A2 COL1A1 COL2A1 COL5A1 COL9A1 COL9A2 COL9A3 COMT CRKL CUL7 DCHS1 DDR2 DHODH DLG3 DNMT3B DVL1 EBP EFTUD2 EHMT1 ELN ERF ESCO2 FAM20C FAM50A FAT4 FBN1 FGFR1 FGFR2 FGFR3 FLNA FLNB FOXC1 FOXP1 FZD2 GATA1 GJA5 GJA8 GLI2 GORAB GP1BB GPC6 GRIA3 GSC HBA1 HBA2 HDAC4 HERC1 HIRA HNRNPH1 HS6ST2 HSPG2 INPPL1 IPO8 JMJD1C KCNE5 KCNH1 KCNJ2 KIF1A KIF22 KIF7 LARP7 LIFR LMNA LRP2 LRP4 LRPPRC LTBP4 MAF MAN1B1 MAN2B1 MAPK1 MBD5 MECP2 MED12 MGP MLXIPL MYH3 NDP NECTIN1 NF1 NGF NONO NOTCH2 NOTCH3 NPR3 NSDHL NTRK1 OBSL1 PAX3 PCGF2 PDE4D PDZD8 PEX1 PEX12 PEX7 PIGA PIGT PIGU PIGV PIK3R1 PLOD3 POGZ POLE POLR1B POLR1C POLR1D POLR3A POMGNT1 POR POU1F1 PQBP1 PRMT7 PSMC3 PTH1R PYCR1 PYCR2 RAB23 RAB3GAP1 RAB3GAP2 RAI1 RBM8A RDH11 RFX7 RHOA RLIM RNU12 RNU4ATAC ROR2 RPS26 RREB1 RSPRY1 RUNX2 SATB2 SCARF2 SEC23A SEC24C SERPINH1 SETBP1 SETD2 SF3B2 SF3B4 SHANK3 SHH SIX3 SLC26A2 SLC2A10 SLC35D1 SLC6A8 SMAD3 SMAD4 SNRPB SOST SP7 STAG2 TAT TBL1XR1 TBX1 TBX22 TBX4 TCOF1 TFAP2A TFAP2B TFE3 TGDS TGFBR1 TGFBR2 TMEM165 TMEM237 TONSL TP63 TWIST1 UBE2A UFD1 WNT5A YY1 ZBTB20 ZNHIT3 HP_MALAR_PROMINENCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MALAR_PROMINENCE CTDP1 HBB HDAC8 LAS1L NBN NSMCE2 XRCC4 HP_MALAR_RASH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MALAR_RASH BANK1 BLK BLM C1QB C4A C4B CASP10 CDK10 CR2 CTLA4 DNASE1 ETS1 FCGR2A FCGR2B FCGR3B HLA-DRB1 IGHG1 IL10 IRAK1 IRF5 ITGAM JAZF1 KIAA0319L MECP2 PDCD1 PTPN22 PXK SAT1 SPP1 STAT4 STING1 TLR7 TNFAIP3 TNFSF4 TNIP1 TOP3A TREX1 UBE2L3 HP_MALE_HYPOGONADISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MALE_HYPOGONADISM ABCD1 AIP AIRE ANAPC1 CDH23 CHD7 CISD2 CTNS CYP17A1 DHH DUSP6 EIF2S3 ERCC1 ERCC4 ERCC6 ERCC8 FGF17 FGF8 FGFR1 FSHB GNRH1 GNRHR HS6ST1 IFT172 KISS1 KISS1R LHB MECP2 MEN1 NHLH2 NR0B1 NR5A1 NSMF POLA1 POLD1 PROK2 PROKR2 SOX3 SOX9 SPRY4 SRY TAC3 TACR3 WDR11 WFS1 HP_MALE_PSEUDOHERMAPHRODITISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MALE_PSEUDOHERMAPHRODITISM AKR1C2 AKR1C4 AMH AMHR2 AR ATRX B9D1 B9D2 CBX2 CC2D2A CEP290 COX7B CSPP1 CYB5A CYP11A1 CYP17A1 DHH DHX37 DMRT1 HCCS HHAT HSD17B3 HSD3B2 MAP3K1 MKS1 MNX1 NDUFB11 NR0B1 NR5A1 RPGRIP1 RPGRIP1L SOX9 SRY TCTN1 TCTN2 TCTN3 TMEM107 TMEM216 TMEM231 TMEM237 TMEM67 TXNDC15 WT1 HP_MALE_REPRODUCTIVE_SYSTEM_NEOPLASM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MALE_REPRODUCTIVE_SYSTEM_NEOPLASM AAGAB AKT1 APC AR BARD1 BMPR1A BRCA1 BRCA2 BRIP1 CDC73 CDH1 CDKN1B CDKN2A CHEK2 COL14A1 CYP11B1 DHX37 DICER1 DMRT3 EPHB2 EWSR1 FLI1 FOXE1 GATA4 GREM1 IGF2 KANSL1 KEAP1 KLF6 MAD1L1 MAP3K1 MC2R MDM2 MRAP MRE11 MXI1 NAB2 NBN NNT NR0B1 NR5A1 NTHL1 PALB2 PDE11A PRKAR1A PTEN RAD50 RAD51 RAD51C RAD51D RNASEL RNF43 SOX9 SRY STAR STAT6 STK11 STS TP53 TXNRD2 VAMP7 WT1 WWOX ZFHX3 ZFPM2 HP_MALE_SEXUAL_DYSFUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MALE_SEXUAL_DYSFUNCTION ABCD1 AIP AKT1 ANOS1 AR ATXN8OS BAP1 BMP2 BMP6 CACNA1G CCDC141 CDH23 CDKN1A CDKN1B CDKN2B CDKN2C CHD7 COQ2 DCC DNAJC6 DUSP6 FEZF1 FGF17 FGF8 FGFR1 FLRT3 FMR1 GALC GNRH1 GNRHR GPR101 GUCY1A1 HAMP HBB HESX1 HEXB HFE HJV HS6ST1 HTRA2 IL17RD IRF4 KISS1 KISS1R LMNB1 LRRK2 MEN1 NDNF NDP NF2 NHLH2 NSMF PARK7 PDGFB PIGA PIK3CA PINK1 PODXL PRKN PROK2 PROKR2 RTN2 SACS SEMA3A SLC40A1 SMARCB1 SMARCE1 SMO SNCA SOX10 SPRY4 SUFU SYNJ1 TAC3 TACR3 TERT TFR2 TRAF7 TTR UBAP1 UCHL1 VPS13C WDR11 HP_MALFORMATION_OF_THE_HEPATIC_DUCTAL_PLATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MALFORMATION_OF_THE_HEPATIC_DUCTAL_PLATE B9D2 DCDC2 IFT122 MKS1 NEK8 NPHP3 TMEM67 ZFYVE19 HP_MALIGNANT_GENITOURINARY_TRACT_TUMOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MALIGNANT_GENITOURINARY_TRACT_TUMOR ADA2 BLM GATA1 HEATR3 MLH1 MSH2 MSH6 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 TSR2 HP_MALIGNANT_HYPERTHERMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MALIGNANT_HYPERTHERMIA ABCA12 ATP2A1 BIN1 CACNA1S CHRNA1 CHRND CHRNG CLCF1 CRLF1 DNM2 EDAR EDARADD ELP1 HSPG2 KDF1 MTMR14 MYF6 MYH3 NALCN PGM1 RYR1 SCN4A SCN5A STAC3 TRAF6 TRAPPC9 HP_MALIGNANT_NEOPLASM_OF_THE_CENTRAL_NERVOUS_SYSTEM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MALIGNANT_NEOPLASM_OF_THE_CENTRAL_NERVOUS_SYSTEM APC APC2 ASCL1 ASXL1 BDNF BMPR1A BRAF BRCA2 BRD4 CASZ1 CDKN1A CDKN1B CDKN2A CDKN2B CDKN2C CHEK2 CTNNB1 DICER1 EDN3 ELP1 EPCAM ERBB2 FAN1 FGFR1 GABRD GDNF GPC3 GPC4 GPR161 HSPG2 IDH1 IDH2 IFNG KCNAB2 KEAP1 KIF1B KRAS LBX1 LUZP1 MAPRE2 MDM2 MEN1 MLH1 MLH3 MMP23B MSH2 MSH3 MSH6 MYO1H NBN NF1 NF2 NSD1 NUTM1 PALB2 PDPN PHOX2B PIK3CA PMS1 PMS2 POT1 PRDM16 PRKCZ PTCH1 PTCH2 PTEN PTPN11 RAF1 RELA RERE RET RPS20 RUNX1 SDHB SEMA4A SETBP1 SETD2 SKI SMARCB1 SMO SPEN SPRED1 SUFU TGFBR2 TP53 TSC1 TSC2 TUBB UBE4B YY1 ZFTA HP_MALNUTRITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MALNUTRITION ACTG2 ALDOB ARHGAP29 ARHGEF38 ATP6V0A1 BMP4 CDH1 COBLL1 COL7A1 COX4I2 CRLF1 CTRC DLG1 DLX4 DNAJC21 EFL1 FOCAD GET4 HLA-DQA1 HLA-DQB1 IRF6 LAMA3 LAMB3 LAMC2 LIPA LMNB1 MMP1 MSX1 MYO5B NECTIN1 NOS1 PDGFRA POLG RIC1 SAA1 SAR1B SBDS SLC5A1 SLC7A7 SPINK1 SRP54 TP63 TYMP HP_MALROTATION_OF_SMALL_BOWEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MALROTATION_OF_SMALL_BOWEL CHST14 CPLX1 CTBP1 DSE FGFRL1 KAT6B LETM1 NSD2 WNT4 HP_MANDIBULAR_APLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MANDIBULAR_APLASIA CDC45 CDC6 CDT1 COX7B FAM20C GMNN HCCS NDUFB11 ORC1 ORC4 ORC6 OTX2 PRRX1 HP_MANDIBULAR_PROGNATHIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MANDIBULAR_PROGNATHIA ACAN ACTA1 ADAMTSL1 ADAMTSL4 AFF3 AGA AGPAT2 AIMP2 AIP ALG14 ANKH ANTXR1 AP1S2 AP4M1 APC APC2 ATAD3A ATP10A ATP6V0A1 ATP6V1E1 ATRX BSCL2 CACNA1G CAV1 CAVIN1 CDC42BPB CDH11 CHRNE CLCN3 CLCN4 CLIC2 CNOT3 COLQ CSNK2B CUL4B CUL7 DEAF1 DHX30 DLK1 DNMT3A DOCK3 DYM EHMT1 ERCC1 ERCC4 ERCC6 ERCC8 EXOSC5 EZH2 FAM20C FBN1 FBXW11 FGFR1 FGFR2 FLCN FLII FMR1 FOS FOXG1 FOXP1 GALNS GFPT1 GJA1 GJA5 GJA8 GLB1 GNB2 GNPTAB GORAB GPC3 GPC4 GPR101 GRIA3 GRIA4 H3-3A H3-3B H4C5 HERC1 HERC2 HNF1B HNRNPH1 HS6ST2 IARS2 IDUA IL11RA IL1RAPL1 IL6ST INSR IQSEC2 KAT5 KAT6A KCNH1 KCTD1 KDM5C KDM6B KIF11 KIF7 KPTN LAMB2 LRP4 LRP5 LTBP3 MAF MAGEL2 MAN2B1 MBD5 MED13L MED25 MEG3 MEN1 MESD MGAT2 MSTO1 MYH3 MYH7 MYH8 MYOD1 NDST1 NEXMIF NFIX NHS NSD1 NSRP1 OCA2 OCRL OPHN1 P4HTM PAX3 PCDHGC4 PCGF2 PDE4D PGAP2 PGAP3 PIGL PIGO PIGV PIGW PIGY PMM2 POC1A POGZ PPARG PQBP1 PRKACB PRKAR1A PRKG2 PTCH1 PTCH2 PTDSS1 PTEN PTPN11 PUF60 PYCR1 RAB33B RAF1 RAI1 RECQL4 RFX7 RMRP RNF113A RNF125 RPL10 RPS6KA3 RTL1 RUNX2 RUSC2 SELENON SETD2 SFRP4 SH3PXD2B SLC10A7 SLC12A2 SLC25A24 SLC35A2 SLC35C1 SLC6A17 SLC6A8 SLC9A6 SMAD4 SMPD4 SMS SNRPN SOST SOX18 SRCAP STAG2 STEEP1 STT3A SUFU SUZ12 SVIL TAFAZZIN TBC1D2B TBC1D7 TBCK TGFB1 THUMPD1 TNFSF11 TNNI2 TONSL TPRKB TTN TWIST2 TXNL4A UBE3A UPF3B WDR62 ZEB2 HP_MANIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MANIA ARMC5 ARVCF ATP2A2 CEP85L CHRNA7 CLCN4 COMT DNMT3A FA2H FLI1 GNAS GP1BB GRIA1 HIRA JMJD1C MECP2 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW PDGFRB POLG POLG2 PRNP RBM12 RPS6KA3 RREB1 RRM2B SEC24C SLC25A13 SLC25A4 SMPD1 TBCK TBX1 TWNK UFD1 VPS16 HP_MANIFESTATIONS_OF_PERSEVERATIVE_THOUGHT_OR_ACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MANIFESTATIONS_OF_PERSEVERATIVE_THOUGHT_OR_ACTION CHCHD10 CHMP2B CIC FUS GRN MAPT NONO NOTCH3 NPC2 PRNP PSEN1 SQSTM1 TACO1 TARDBP TBK1 TMEM106B TREM2 TTPA USP7 VCP HP_MARCUS_GUNN_JAW_WINKING_SYNKINESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MARCUS_GUNN_JAW_WINKING_SYNKINESIS COL25A1 KIF21A PHOX2A TOGARAM1 TUBA1A TUBB2B TUBB3 WDR26 HP_MASK_LIKE_FACIES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MASK_LIKE_FACIES ACTA1 ADH1C ATP13A2 ATP6AP2 ATP6V1A ATP7A ATXN2 ATXN8OS DCTN1 DNMT3B DUX4 DUX4L1 EIF2AK2 FA2H FKRP FKTN FMR1 FRG1 GBA1 GLUD2 HSPG2 ITPR1 KCNJ6 KDM6A KMT2D LARGE1 MAPT MRE11 MT-TT MYH3 NR4A2 PABPN1 PANK2 PAX6 PDGFB PDGFRB PIEZO2 PLXND1 POLG POMT1 POMT2 PRNP REV3L RIPK4 SLC20A2 SLC6A8 SMCHD1 SNCAIP TBP TH TK2 TRIM32 UBA5 UBE3A UFC1 HP_MASTOIDITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MASTOIDITIS MALT1 NBN PAX1 RAG1 RAG2 SLC39A14 TPP2 HP_MATURITY_ONSET_DIABETES_OF_THE_YOUNG https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MATURITY_ONSET_DIABETES_OF_THE_YOUNG ABCC8 APPL1 BLK CEL DLK1 GCK HNF1A HNF1B HNF4A HYMAI INS KCNJ11 KLF11 MEG3 NEUROD1 PAX4 PCBD1 PDX1 PLAGL1 RTL1 ZFP57 HP_MECKEL_DIVERTICULUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MECKEL_DIVERTICULUM BRCA1 BRCA2 BRIP1 ERCC4 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FGFR1 FOXF1 GPC3 GPC4 GTF2H5 MAD2L2 PALB2 RAD51 RAD51C RBM10 RBM8A RFWD3 RFX6 SLX4 UBE2T XRCC2 HP_MECONIUM_ILEUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MECONIUM_ILEUS CEACAM3 CEACAM6 CFTR CLCA4 DCTN4 EDNRA FCGR2A GCLC GSTM3 GUCY2C HFE HMOX1 KCNN4 MIF SERPINA1 SLC11A1 SLC18A3 SLC26A9 SLC6A14 SLC9A3 STX1A TGFB1 HP_MECONIUM_STAINED_AMNIOTIC_FLUID https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MECONIUM_STAINED_AMNIOTIC_FLUID ABCB11 ABCB4 ADNP ALDH7A1 ATP8B1 NR1H4 PHIP PLPBP SLC6A5 HP_MEDIAL_FLARING_OF_THE_EYEBROW https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MEDIAL_FLARING_OF_THE_EYEBROW ABL1 APTX ARL6 BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 CEP19 CEP290 CFAP418 ELN FRA10AC1 GNB2 IFT172 IFT27 IFT74 LZTFL1 MKKS MKS1 MLXIPL NPHP1 NRCAM PRKD1 SCAPER SCLT1 SDCCAG8 SIN3A TRIM32 TTC8 WDPCP HP_MEDIAN_CLEFT_LIP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MEDIAN_CLEFT_LIP ALX3 CDON CILK1 DDX59 DISP1 DLL1 DVL1 DVL3 DYNC2LI1 EPG5 FAM20C FGF8 FGFR1 FOXA2 FOXH1 FZD2 GAS1 GJA1 GLI2 H4C3 HESX1 HYLS1 INTU LHX4 NEK1 NODAL NUAK2 OFD1 OTX2 PIGN PLCH1 POU1F1 PROP1 PTCH1 RIPK4 SHH SIX3 SLC2A10 SMC1A SMO STAG2 STIL TCTN3 TDGF1 TGIF1 WLS WNT5A ZIC2 ZSWIM6 HP_MEDIAN_CLEFT_LIP_AND_PALATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MEDIAN_CLEFT_LIP_AND_PALATE DVL1 DVL3 FAM20C FOXA2 FZD2 GLI2 HESX1 LHX4 OTX2 POU1F1 PROP1 PTCH1 SIX3 SLC2A10 TGIF1 WNT5A HP_MEDIAN_CLEFT_PALATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MEDIAN_CLEFT_PALATE ALX3 ATP6V1E1 CILK1 DVL1 DVL3 EPG5 FAM20C FOXA2 FZD2 GLI2 HESX1 LBR LHX4 NUAK2 OTX2 PITX1 POU1F1 PROP1 PTCH1 SIX3 SLC2A10 STAG2 TGIF1 TWIST1 WNT5A ZSWIM6 HP_MEDIASTINAL_LYMPHADENOPATHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MEDIASTINAL_LYMPHADENOPATHY AGR2 APOE BCL10 BCL2 BCL6 BIRC3 BTNL2 CYBA CYBB CYBC1 EIF2AK4 EWSR1 FOXP1 HLA-B HLA-DPB1 HLA-DRB1 IRF4 MAGT1 MALT1 NCF1 NCF2 NCF4 P4HA2 PIK3CG PRKCD PTPN22 RASGRP1 TERT WT1 HP_MEDULLARY_NEPHROCALCINOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MEDULLARY_NEPHROCALCINOSIS ABCC6 ADAT3 CTNS CYP24A1 ENPP1 FGF23 MAGED2 POLRMT SLC34A1 SLC34A3 TOR1A TTC26 HP_MEDULLOBLASTOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MEDULLOBLASTOMA APC ASXL1 BRCA2 CDKN2A CHEK2 CTNNB1 DICER1 ELP1 GPR161 KEAP1 MDM2 MLH1 NBN PALB2 PTCH1 PTCH2 SMARCB1 SUFU TP53 HP_MEGACYSTIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MEGACYSTIS ACTG2 AQP2 AVPR2 LMOD1 LRIG2 MYH11 MYL9 MYLK NKX2-1 TP63 HP_MEGAKARYOCYTE_DYSPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MEGAKARYOCYTE_DYSPLASIA MYH9 MYSM1 RFWD3 SAMD9 UBA1 HP_MEGAKARYOCYTOPENIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MEGAKARYOCYTOPENIA GNA14 HOXA11 KIF15 MPL ZNFX1 HP_MEGALENCEPHALY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MEGALENCEPHALY AKT3 ASPA CCND2 CDON CRADD DEPDC5 DISP1 DLL1 EIF2B5 FGF8 FGFR2 FGFR3 FOXH1 GAS1 GLI2 HEPACAM HERC1 HRAS IFNG KRAS MLC1 MTOR NODAL NPRL2 NPRL3 NRAS PIK3CA PIK3R2 PTCH1 PTEN RAB39B SHH SIX3 SMO SMS STIL STRADA TBC1D7 TDGF1 TGIF1 TSC1 TSC2 ZIC2 HP_MEGALOBLASTIC_ANEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MEGALOBLASTIC_ANEMIA AMN CBLIF CUBN DHFR FTCD HPRT1 LMBRD1 MMACHC MMADHC MTHFD1 MTR MTRR PHGDH PRDX1 SLC19A1 SLC19A2 SLC46A1 UMPS WFS1 HP_MEGALOCORNEA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MEGALOCORNEA ANTXR1 BAZ1B BCL7B BUD23 CDH11 CHRDL1 CLIP2 COL11A1 CPLX1 CTBP1 DNAJC30 EIF4H ELN FBN1 FGD1 FGFR2 FKBP6 FKRP FKTN GMPPB GNPTAB GTF2I GTF2IRD1 GTF2IRD2 KCNMA1 KIFBP LARGE1 LETM1 LIMK1 LTBP2 MAF METTL27 MLXIPL MT-CYB NCF1 NELFA NSD2 PIGG PIK3R1 PITX2 POMGNT1 POMK POMT1 POMT2 PPP2CA PRDM5 RFC2 SH3PXD2B STX1A TBL2 TEK TINF2 TMEM270 VPS37D HP_MELANOCYTIC_NEVUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MELANOCYTIC_NEVUS AKT1 BLOC1S5 BRAF CBL CDH3 CHRNA7 COL3A1 DDB2 EED ERCC2 ERCC3 ERCC4 ERCC5 ERF EZH2 FBN1 FGFR2 FGFR3 FKBP10 HPS1 HRAS IGF2 KLLN KRAS LZTR1 MC1R MPL MRAS NFIX NRAS OCA2 PCGF2 PDE4D PIK3CA PRKAR1A PTCH1 PTCH2 PTEN PTPN11 RAF1 RASA2 RBM28 RIT1 RRAS RRAS2 SDHB SDHC SDHD SEC23B SOS1 SOS2 SPRED2 SPTBN1 SUFU SUZ12 THPO TNFRSF11A TNFRSF11B TP63 TYR USF3 XPA XPC HP_MELANOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MELANOMA AAGAB ACD AKT1 ANAPC1 BAP1 BARD1 BRAF BRCA1 BRCA2 BRIP1 CDK4 CDKN2A CDKN2B CHEK2 COL14A1 COL17A1 COL7A1 CTSC CXCR4 CYSLTR2 DDB2 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 GNA11 GNAQ HRAS KANSL1 KLLN KRAS MBD4 MBTPS2 MC1R MDM2 MGMT MITF MMP1 MRE11 NBN NRAS OCA2 PALB2 PALLD PERP PIK3CA POLH POT1 PTEN PTPN11 RABL3 RAD50 RAD51 RAD51C RAD51D RAF1 RECQL4 RNF43 SDHB SDHC SDHD SEC23B SF3B1 SLC6A17 SMAD4 STK11 TERF2IP TERT TP53 TRPV3 TYMS TYR USF3 WRN XPA XPC HP_MELENA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MELENA ACVRL1 APC ATRX BMPR1A CD109 CDKN1A CDKN1B CDKN2B CDKN2C DAXX ENG FAH GP1BA GP1BB ITGA2 ITGA2B ITGB3 KIF23 MEN1 PTEN RACGAP1 SREBF1 WAS HP_MEMBRANOPROLIFERATIVE_GLOMERULONEPHRITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MEMBRANOPROLIFERATIVE_GLOMERULONEPHRITIS C1QA C3 DGKE DNASE2 LMNB2 PGM3 SLC37A4 SOX18 ZNFX1 HP_MEMORY_IMPAIRMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MEMORY_IMPAIRMENT ABCA7 ABCD1 ACSF3 ADA2 AFG3L2 AKT1 ALDH18A1 AMACR APOE APP ARMC5 ARSA ATN1 ATRX ATXN1 ATXN3 BAP1 BMPR1A BRAF C4A CAMTA1 CCR1 CDH23 CHMP2B CLN3 CP CSF1R CTSH CYLD DNMT1 ECM1 EIF2B1 EIF2B2 EPCAM ERAP1 FAN1 FAR1 FAS FGF14 FMR1 GNAS GNE GOSR2 GRIN2A GRN GSN HCRT HLA-B HLA-DQB1 HLA-DRB1 HMBS HTT IFNGR1 IL10 IL12A IL12A-AS1 IL23R JPH3 KLRC4 KRAS MAPT MEFV MEN1 MLH1 MLH3 MMACHC MOG MSH2 MSH6 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW MYD88 MYORG NF1 NF2 NIPA1 NIPA2 NOTCH3 NPTX1 NR3C1 P2RY11 PAH PDGFB PDGFRB PIDD1 PIK3CA PMS1 PMS2 POLG POU4F1 PRKAR1B PRKCG PRNP PRORP PSAP PSEN1 PSEN2 REEP2 RNASEH1 RPS20 RRM2B SEMA4A SIM1 SLC20A2 SLC25A13 SLC2A3 SMARCB1 SMARCE1 SMO SORL1 SPAST SPG11 SPG7 SQSTM1 STAT4 STUB1 SUFU TERT TGFBR2 TIA1 TLR4 TMEM106B TNFSF4 TOMM40 TP53 TRAF7 TRANK1 TREM2 TREX1 TTPA TUBG1 TWNK TYROBP UBAC2 UGT1A1 USP48 USP8 VAMP1 VCP XPR1 YY1 ZNF365 HP_MENINGIOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MENINGIOMA AKT1 ARMC5 BAP1 CCM2 CDKN1A CDKN1B CDKN2B CDKN2C CHEK2 COQ6 CREBBP EIF3F EP300 GNAS KLLN KRIT1 LMNA LZTR1 MBD4 MEN1 MN1 NF1 NF2 NRAS NTHL1 PDCD10 PDGFB PIK3CA PTEN SDHB SDHC SDHD SEC23B SMARCB1 SMARCE1 SMO SUFU TERT TRAF7 USF3 WRN HP_MENINGITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MENINGITIS ARPC1B BCL2 BCL6 BLNK BTK C4A C4B C8A C8B CARD9 CCR1 CD19 CD40LG CD79A CD79B CFB CIITA CR2 CTLA4 CXCR4 CYBA CYBB CYBC1 DNASE1L3 ERAP1 FAS FCGR3B FOXP3 HLA-B HLA-DPA1 HLA-DPB1 HLA-DRB1 ICOS IFNGR1 IGHM IGLL1 IL10 IL12A IL12A-AS1 IL23R IL7 JAK3 KLRC4 LRRC8A MEFV MRTFA NCF1 NCF2 NCF4 NDE1 NLRC4 NLRP3 P4HA2 PIK3R1 PRF1 PRTN3 PTPN22 RAG1 RAG2 RFX5 RFXANK RFXAP SH2D1A SLC35C1 SLC39A7 SPI1 STAT4 TBK1 TCF3 TFRC TLR3 TLR4 TNFRSF13B TNFRSF13C UBAC2 VANGL1 WAS WIPF1 XIAP HP_MENINGOCELE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MENINGOCELE ALX4 ARPC4 ARVCF B3GALNT2 BMPER CCL2 CEP290 COL18A1 COMT CPLANE1 CRPPA CSPP1 DACT1 DLL3 FKRP FKTN FLNA FRAS1 FREM2 FUZ GJA1 GLI3 GMPPB GP1BB GRIP1 H19 HES7 HIRA HNRNPK IGF2 INPP5E JMJD1C KCNQ1OT1 KIAA0586 LARGE1 LFNG MESP2 MSX2 NOTCH3 OFD1 PAX3 POMGNT1 POMT1 POMT2 PORCN PTCH1 RIPPLY2 RREB1 SC5D SEC24C SIN3A SMO SNRPB TBX1 TBXT TMEM216 TMEM237 UFD1 VANGL1 VANGL2 WNT7A ZIC3 ZSWIM6 HP_MENINGOENCEPHALOCELE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MENINGOENCEPHALOCELE FKRP FKTN LARGE1 POMT1 POMT2 HP_MENOMETRORRHAGIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MENOMETRORRHAGIA FGA FGB FGG ITGA2B ITGB3 HP_MENORRHAGIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MENORRHAGIA BLOC1S3 BLOC1S5 DIAPH1 DTNBP1 F10 F11 F13A1 F13B F2 F5 F7 F8 FLI1 GP1BA GP1BB GP6 GP9 HPS4 HPS5 ITGA2B ITGB3 LMAN1 MCFD2 MYH9 NBEAL2 PLAU PRKACG PRLR RASGRP2 SERPINE1 SLC37A4 SLFN14 VWF HP_MENTAL_DETERIORATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MENTAL_DETERIORATION AARS1 AARS2 AASS ABCA7 ABCD1 ACTB ACTL6B ADA2 ADH1C AGK ALDH18A1 AMACR ANXA11 AP3B2 AP5Z1 APOE APOL2 APOL4 APP APTX ARSA ARV1 ASAH1 ATN1 ATP13A2 ATP1A2 ATP1A3 ATP6V0A2 ATP6V1A ATP6V1E1 ATP7B ATRX ATXN10 ATXN2 ATXN3 ATXN7 ATXN8OS AUH BRAF BSCL2 C19orf12 C9orf72 CACNA1A CACNA1B CACNA2D1 CARS2 CCNF CDH23 CDK19 CELF2 CERS1 CFAP43 CHCHD10 CHCHD2 CHD2 CHI3L1 CHMP2B CISD2 CLN3 CLN5 CLN6 CLN8 CLTC CNKSR2 CNTNAP2 COASY COG2 COL4A1 COMT COX6B1 CP CPT1C CREBBP CSF1R CST3 CSTB CTC1 CTNS CTSD CTSF CUBN CUX2 CYC1 CYFIP2 CYLD CYP27A1 DALRD3 DAOA DARS2 DCAF17 DCTN1 DGUOK DHDDS DLAT DNAJC13 DNAJC5 DNAJC6 DNM1 DNM1L DNMT1 DRD3 EEF1A2 EIF2B5 EIF4G1 EP300 EPM2A ERBB4 ERCC2 ERCC4 ERCC6 ERCC8 FA2H FAR1 FBXO28 FBXO7 FGF12 FGF13 FMR1 FRRS1L FTL FUCA1 FUS FZR1 GABBR2 GABRA2 GABRA5 GABRB2 GABRB3 GABRG2 GALC GALK1 GALT GBA1 GBA2 GBE1 GCDH GCH1 GDAP2 GIGYF2 GLB1 GLUD2 GM2A GNAS GOSR2 GRIN2A GRIN2D GRN HCN1 HEPACAM HEXA HEXB HGSNAT HIBCH HLA-DQB1 HMBS HNF4A HNRNPA1 HNRNPA2B1 HSD17B10 HTR2A HTRA1 HTRA2 HTT IDS IDUA IRF6 ITM2B JAM2 JPH3 KARS1 KCNA2 KCNB1 KCNC1 KCNQ2 KCNQ3 KCTD7 KIF1C KMT2A L1CAM LIG3 LMNB1 LRPPRC LRRK2 LYST MAPK10 MAPT MATR3 MBTPS2 MCOLN1 MECP2 MFN2 MFSD8 MICOS13 MMACHC MME MPO MT-ATP6 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TC MT-TE MT-TF MT-TH MT-TK MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TT MT-TV MT-TW MTFMT MTHFR MYORG NAGLU NBN NDP NDUFA1 NDUFA6 NECAP1 NHLRC1 NKX2-1 NOS3 NOTCH2NLC NOTCH3 NPC1 NPC2 NR3C1 NR4A2 NRAS NTRK2 NUS1 OPA1 PACS2 PAH PANK2 PARK7 PARS2 PDE10A PDE11A PDGFB PDGFRB PINK1 PLA2G6 PLAU PLEKHG4 PLP1 PMPCA PNPLA6 PODXL POLG POLR3K PPP2R2B PPP3CA PPT1 PRDM8 PRDX1 PRICKLE1 PRKAR1A PRKAR1B PRKCG PRKN PRNP PRRT2 PSAP PSEN1 PSEN2 PTS QDPR RAB27A RAB39B RBM28 RNASEH1 RNF216 RNU4ATAC ROGDI RRM2B RTN4R SAMD9L SCARB2 SCN1A SCN2A SCN3A SCN8A SDHA SDHAF1 SDHB SDHD SERPINI1 SGPL1 SLC13A3 SLC13A5 SLC1A2 SLC1A3 SLC20A2 SLC2A3 SLC38A3 SLC39A14 SLC44A1 SLC7A6OS SMPD1 SNCA SNCAIP SNCB SNORD118 SORL1 SPAST SPG11 SPG21 SPTLC1 SQSTM1 STARD7 STUB1 SUMF1 SYN2 SYNGAP1 SYNJ1 SZT2 TARDBP TBK1 TBP TIA1 TIMM8A TIMMDC1 TINF2 TK2 TLR3 TMEM106B TMEM240 TOMM40 TP53 TRAK1 TREM2 TREX1 TRPM7 TTPA TTR TUBA4A TUBB4A TWNK TYMP TYROBP UBA5 UBAP1 UBQLN2 UBTF UCHL1 USP48 USP8 VCP VPS13A VPS13C VPS35 WDR45 WFS1 WWOX XPA XPR1 YWHAG ZFYVE26 HP_MESOAXIAL_FOOT_POLYDACTYLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MESOAXIAL_FOOT_POLYDACTYLY GJA5 GJA8 GLI3 MAP3K20 TFAP2B HP_MESOAXIAL_HAND_POLYDACTYLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MESOAXIAL_HAND_POLYDACTYLY CHSY1 CPLANE1 FAM149B1 FGFR2 GLI3 HOXD13 IFT27 LZTFL1 MAP3K20 MKKS TFAP2B TWIST1 HP_MESOAXIAL_POLYDACTYLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MESOAXIAL_POLYDACTYLY CHSY1 CPLANE1 FAM149B1 FGFR2 GJA5 GJA8 GLI3 HOXD13 IFT27 KIAA0753 KIF7 LZTFL1 MAP3K20 MKKS OFD1 PDE6D TCTN3 TFAP2B TMEM216 TOPORS TWIST1 HP_MESOMELIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MESOMELIA ACAN AFF3 CREB3L1 CTSK DHCR7 DONSON DVL1 DVL3 EIF4A3 ESCO2 FGFR3 FLNA GDF5 GLI3 GPC6 IFT80 KIF15 LBR NEK1 NGLY1 NPR2 NXN PRKG2 PTH1R RAC1 RMRP ROR2 SHOX SIK3 TBX15 TONSL TRIP11 WDR35 WNT5A HP_MESOMELIC_LEG_SHORTENING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MESOMELIC_LEG_SHORTENING EIF4A3 FLNA GLI3 NEK1 TBX15 HP_METABOLIC_ACIDOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_METABOLIC_ACIDOSIS AARS2 ACADM ACADS ACADVL ACAT1 AGXT ALDH6A1 ALDOB APRT ATP6V0A4 ATP6V1B1 AUH BCS1L BTD CA2 CA5A CACNA1S CAD CLCNKB CLDN16 CLMP COA6 COA8 COX10 COX14 COX6B1 CPT1A CPT2 CTNS CUL3 CYC1 DEF6 DLD DPYS EHHADH EPG5 ERCC6 FAH FBP1 FBXL4 FH FOCAD GALT GATA3 GATM GCDH GFM1 GK GLYCTK GSS HADHB HIBCH HLCS HMGCL HNF1B HNF4A HPD HSD17B10 IBA57 INVS IVD JAG1 KCNJ5 KLHL3 KYNU LARS2 LCT LRPPRC LYRM4 MCCC1 MCCC2 MCEE MLYCD MMAA MMAB MMACHC MMUT MPV17 MRPL3 MRPS22 MRPS28 MT-TL1 MT-TN MT-TS1 MTO1 MYO5B NADK2 NDUFA2 NDUFA6 NDUFA9 NDUFAF1 NDUFAF4 NDUFAF6 NDUFAF8 NDUFB10 NDUFB11 NDUFB8 NDUFS1 NDUFS2 NDUFS7 NDUFV1 NEUROG3 NFS1 NFU1 NOTCH2 NR3C2 OCRL OGDH PAX2 PBX1 PC PCCA PCCB PDHA1 PDHX PET100 PHKA2 PHKB PHKG2 PIGA PLPBP PLVAP PNPO POLG2 POLRMT PPA2 PRDX1 RBCK1 RMND1 RRAGD RRM2B RYR1 SCNN1A SCNN1B SCNN1G SCO1 SLC12A3 SLC25A19 SLC25A3 SLC2A2 SLC34A1 SLC37A4 SLC4A1 SLC4A4 SLC52A1 SLC5A1 STX3 SUOX SURF1 TANGO2 TAOK1 TTC26 TUFM UPB1 UQCC2 UQCRB UQCRC2 UQCRH VIPAS39 VPS33B WNK1 WNK4 HP_METABOLIC_ALKALOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_METABOLIC_ALKALOSIS BSND CACNA1D CLCN2 CLCNKA CLCNKB HLA-B HSD11B2 IKZF1 KCNJ1 KCNJ10 KCNJ5 NARS2 NR3C1 SCNN1A SCNN1G SLC12A1 SLC12A3 SLC26A3 HP_METACARPOPHALANGEAL_JOINT_CONTRACTURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_METACARPOPHALANGEAL_JOINT_CONTRACTURE ASXL1 FLNA MAP3K7 MYL11 RNF13 HP_METAMORPHOPSIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_METAMORPHOPSIA ABCC6 ATP1A2 BAP1 BEST1 CACNA1A CFH CFI CRX CYSLTR2 EFEMP1 ENPP1 GNA11 GNAQ PRPH2 PRRT2 SCN1A SF3B1 HP_METAPHYSEAL_CHONDRODYSPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_METAPHYSEAL_CHONDRODYSPLASIA AIFM1 ALG3 COL10A1 CWC27 DNAJC21 EFL1 FGFR3 GPX4 HDAC6 MMP13 PTH1R RMRP SBDS SRP54 HP_METAPHYSEAL_CUPPING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_METAPHYSEAL_CUPPING AIFM1 ALPL COL10A1 COL11A2 COL2A1 CYP3A4 GPX4 HDAC6 IDH1 INPPL1 LBR MMP13 NEPRO PAM16 PCYT1A PEX5 PTH1R RMRP TRIP11 HP_METAPHYSEAL_DYSPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_METAPHYSEAL_DYSPLASIA ACP5 AIFM1 ALG3 CDKN1C COL10A1 COL2A1 CWC27 DNAJC21 DYM EFL1 EIF2AK3 EXTL3 FGFR3 GJA1 GPX4 HDAC6 IDH1 LBR LONP1 LRRK1 MMP13 NKX3-2 PIK3C2A POLE POP1 PTH1R RMRP RUNX2 SBDS SFRP4 SRP54 TGFB1 TMEM165 TMEM53 UFSP2 HP_METAPHYSEAL_IRREGULARITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_METAPHYSEAL_IRREGULARITY ACP5 ARSB BGN CASR CFAP410 CLCN5 COL10A1 COL2A1 COMP CSPP1 CYP27B1 CYP2R1 DDRGK1 DNAJC21 DYM EFL1 EXOC6B FGFR3 FN1 GPX4 IARS2 IDH1 KIAA0586 KIF22 LBR LPIN2 MATN3 MMP13 MMP9 NANS NKX3-2 PCYT1A PEX5 PHEX PRKG2 PTH1R QRICH1 RAB33B RMRP RPL13 RSPRY1 SBDS SIK3 SLC17A5 SLC34A3 SLC35D1 SRP54 TONSL TRPV4 VDR HP_METAPHYSEAL_SCLEROSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_METAPHYSEAL_SCLEROSIS ACP5 ANAPC1 CENPE COL10A1 COL2A1 CTC1 DNAJC21 KIF22 MMP13 RECQL4 SBDS SRP54 HP_METAPHYSEAL_SPURS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_METAPHYSEAL_SPURS ATP7A COL2A1 DLK1 DYNC2H1 MATN3 MEG3 PCYT1A RTL1 TRAPPC2 TRPV6 HP_METAPHYSEAL_STRIATIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_METAPHYSEAL_STRIATIONS ADA AMER1 ANAPC1 KIF22 MTAP NANS PISD POLE PORCN RAB3GAP2 RECQL4 RMRP TONSL WDR26 HP_METAPHYSEAL_WIDENING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_METAPHYSEAL_WIDENING ABCC9 ACAN ACP5 ACVR1 AIFM1 ALG9 ANKH ARCN1 ARSB ATP7A B3GALT6 B3GAT3 B4GALT7 BMPR1B CANT1 CCN6 CHST3 COG4 COL10A1 COL11A1 COL11A2 COL2A1 COMP CSF1R CTNS CYP3A4 DDR2 DDRGK1 DNAJC21 DYM DYNC2H1 EED EFL1 ERCC1 EXT1 EXT2 EZH2 FAM111A FGFR3 FIG4 FLNA GALNS GJA1 GLB1 GNPTAB GSC HNRNPH1 HSPG2 IARS2 IDH1 IDUA IL6ST INPPL1 KIF22 LBR LIFR LRP5 MAP3K7 MATN3 MMP13 MMP2 MMP9 NANS NPR2 NSMCE2 OSTM1 PCNT PCYT1A PEX7 PHEX PITX1 PLCB3 POLR1A PRKG2 PTDSS1 PTH1R RMRP RUNX2 SBDS SFRP4 SH3PXD2B SKI SLC26A2 SLC35D1 SLC39A13 SRP54 TAPT1 TCIRG1 TONSL TRIP11 TRPV4 VAC14 VPS33A WDR19 XYLT1 HP_METATARSAL_SYNOSTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_METATARSAL_SYNOSTOSIS FBLN1 FGF9 HOXD13 MAP3K20 POR SALL1 SLC26A2 SMOC1 HP_METATARSUS_ADDUCTUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_METATARSUS_ADDUCTUS B3GALT6 B3GAT3 CHST3 CPLX1 CTBP1 DDR2 DHCR24 DHCR7 DLK1 EZH2 FBN1 FBN2 FGFRL1 FIBP FIG4 GLI3 GUSB LETM1 LIG4 LMNB2 MAPK1 MEG3 MET MYH8 NALCN NSD2 NSUN2 PEX1 PEX2 PEX5 PIEZO2 RAB23 RAB3GAP2 RTL1 SH3PXD2B SKI SLC26A2 SLC35A2 SOX9 TNNI2 TNNT3 TRPV4 TUBB3 UBE3B VAC14 WDR26 ZBTB20 HP_METATARSUS_VALGUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_METATARSUS_VALGUS AKT1 B3GALNT2 B4GAT1 BMPR1B COL4A1 CRPPA DAG1 FKRP FKTN GDF5 HSPG2 INPP5K LARGE1 NAA10 POMGNT1 POMGNT2 POMK POMT1 POMT2 PTEN RXYLT1 SIL1 TGDS HP_METHEMOGLOBINEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_METHEMOGLOBINEMIA CYB5A CYB5R3 HBA1 HBB HBG2 HP_METHYLMALONIC_ACIDEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_METHYLMALONIC_ACIDEMIA ABCD4 ACSF3 ALDH6A1 CD320 HCFC1 LMBRD1 MMAA MMAB MMACHC MMADHC MMUT MTR MTRR PRDX1 SUCLA2 SUCLG1 HP_METHYLMALONIC_ACIDURIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_METHYLMALONIC_ACIDURIA ABCD4 ACSF3 ALDH6A1 CD320 HCFC1 LMBRD1 MCEE MLYCD MMAA MMAB MMACHC MMADHC MMUT MTR MTRR PRDX1 SFXN4 SUCLA2 SUCLG1 TCN2 HP_METOPIC_SYNOSTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_METOPIC_SYNOSTOSIS ASXL3 CDK8 DDB1 DIAPH1 ERF FGFR1 FREM1 GLI3 GPC3 GPC4 HERC1 HNRNPK IL11RA MSX2 NFIA OTUD5 PCDHGC4 PIGA PIGT PPFIBP1 PTCH1 SIX2 SON TMEM216 WDR35 HP_METRORRHAGIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_METRORRHAGIA BCOR F5 FIP1L1 FLI1 HPS5 IRF2BP2 NABP1 NPM1 NUMA1 PML PRKAR1A RARA STAT3 STAT5B TBL1XR1 ZBTB16 HP_MICROANGIOPATHIC_HEMOLYTIC_ANEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MICROANGIOPATHIC_HEMOLYTIC_ANEMIA ADAMTS13 C3 CD46 CFB CFH CFHR1 CFHR3 CFI HELLPAR IRAK1 SAT1 SPP1 STAT4 THBD HP_MICROCEPHALIC_SPERM_HEAD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MICROCEPHALIC_SPERM_HEAD CFAP69 CFAP91 IQCN TTC29 USP26 HP_MICROCOLON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MICROCOLON ACTG2 AP1S1 GATA6 GUCY2C LMNA LMOD1 MYH11 MYLK SOX10 ZMPSTE24 HP_MICROCORNEA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MICROCORNEA AARS1 ACTB ACTG1 ADAMTS18 ANK1 ARL2 ATOH7 B3GALNT2 B3GALT6 B3GLCT B4GAT1 B9D1 B9D2 BCOR BEST1 BMP4 BRD4 CARS1 CC2D2A CENPF CEP290 CHN1 CHST14 COL4A1 CRPPA CRYAA CRYBA4 CRYBB1 CRYBB2 CRYGC CRYGD CSPP1 CTCF CTDP1 DAG1 DEAF1 DPYD EBP ERCC2 ERCC3 ERCC6 ERCC8 FANCB FGF3 FKBP14 FKRP FKTN FLI1 FLII FOXE3 FOXL2 FZD4 GJA1 GJA8 GORAB GTF2E2 GTF2H5 HDAC8 HMGB3 HMX1 HSPG2 IQSEC2 JAG1 KDM6A KIF11 KMT2D KRAS LARGE1 LMX1B MAB21L2 MAF MAFB MAPRE2 MED25 MIR184 MITF MKS1 MPLKIP NAA10 NDP NHS NIPBL OTX2 PAX6 PITX2 PITX3 PLK4 PLOD1 POMGNT1 POMGNT2 POMK POMT1 POMT2 PRR12 PRSS56 PXDN PYCR1 RAB18 RAB23 RAB3GAP1 RAB3GAP2 RAD21 RAI1 RBP4 RECQL4 RNF113A RPGRIP1 RPGRIP1L RSPO2 RXYLT1 SALL4 SC5D SLC16A12 SMC1A SMC3 TARS1 TBC1D20 TBL1XR1 TBX15 TBX22 TCTN1 TCTN2 TCTN3 TENM3 TFAP2A TMEM107 TMEM216 TMEM231 TMEM237 TMEM67 TUBB TXNDC15 UBE3B WNT3 ZEB2 HP_MICROCYTIC_ANEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MICROCYTIC_ANEMIA ABCB7 ACVRL1 AGGF1 ALAS2 ATRX BCL11A C2orf69 CARD10 CAT CP DNAJC19 ENG FARSA FDX2 FECH GDF2 HBA1 HBA2 HBB HBD HBG1 HBG2 HSCB IL6ST IREB2 IRX5 KARS1 KLF1 LPIN2 OSTM1 PSMB8 PSTPIP1 PUS1 RIPK1 SHPK SLC25A10 SLC25A21 SLC29A3 SLC35C1 SLC37A4 SMAD4 SMPD1 SRD5A3 SUCLA2 TAFAZZIN TEK TKFC TMPRSS6 TRNT1 WAS WIPF1 HP_MICRODONTIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MICRODONTIA ADGRV1 ADNP ANAPC1 ARID1B ATP6V0A2 ATP6V1B2 AXIN2 B3GALT6 B3GAT3 BAZ1B BCL11B BCL7B BUD23 C1R C1S CACNA1C CCDC47 CDH11 CDH3 CDK13 CHST3 CHSY1 CKAP2L CLIP2 COL3A1 CTCF DLX3 DNAJC21 DNAJC30 DPF2 DYNC2LI1 EDA EDA2R EDAR EDARADD EIF4H ELN EVC EVC2 EYA1 FAM20C FBXO28 FGF10 FGF3 FGFR1 FGFR2 FGFR3 FKBP6 FOXC1 GHR GJA1 GJA5 GJA8 GJB2 GLI1 GRB10 GREM2 GTF2I GTF2IRD1 GTF2IRD2 H4C5 HEPHL1 HS2ST1 IDUA IFT122 IFT140 IFT43 IFT52 IRF6 KAT6B KDM6A KIAA0753 KMT2D LAMB3 LIMK1 LMBRD2 LRP6 LTBP3 MAPK1 MAPRE2 MBD5 MCOLN1 MED12 METTL27 MLXIPL MSX1 MYO7A NCF1 NECTIN1 NFIX NHP2 NOP10 ORC1 P4HB PAX9 PCGF2 PCNT PDZD7 PIGA PIGF PIGL PIK3C2A PIK3R1 PITX2 PLXNA1 PLXND1 PRIM1 PRKACA PRKACB PRKD1 RBBP8 RECQL4 REV3L RFC2 RHOA RMRP SATB2 SCNM1 SEC23A SIX1 SLC25A24 SMARCA2 SMARCAL1 SMC3 SMOC2 SNRPN SRCAP STX1A SUMO1 TBL2 TCF12 TFAP2A TGFA TMCO1 TMEM270 TONSL TP63 TRPS1 TWIST2 UBE3B UBR1 USH2A VPS37D WDR19 WDR35 WDR4 WHRN WNT10A WNT10B HP_MICROGLOSSIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MICROGLOSSIA BMP4 DHCR7 ECM1 EDN1 GLI3 GNAI3 LMNB2 MYMK NEK1 OTX2 PLCB4 PRRX1 PTDSS1 RBBP8 SMO TBX15 TRIM37 HP_MICROGRAPHIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MICROGRAPHIA ADH1C ATXN2 ATXN8OS FTL GBA1 GLUD2 MAPT MT-TT NR4A2 PDGFB PDGFRB SLC20A2 SNCA SNCAIP TBP VPS13A HP_MICROLISSENCEPHALY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MICROLISSENCEPHALY CIT KATNB1 KIF14 NDE1 RELN RNU4ATAC HP_MICROMELIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MICROMELIA ACAN ACTB ALPL ANTXR2 APC B3GLCT BMPR1B BRD4 CCDC8 CD96 CDKN1C CEP120 CILK1 COL11A1 COL11A2 COL2A1 CRTAP CSGALNACT1 CUL7 DDR2 DDRGK1 DHCR24 DHCR7 DONSON DPYD DVL1 DVL3 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 EVC EVC2 FAM20C FGFR2 FGFR3 FLNB FZD2 GDF5 GLI1 GLUL GPC6 HDAC8 HHAT HSPG2 HYLS1 IDH1 IDH2 IFT140 IFT172 IFT43 IFT80 IFT81 IHH IL6ST INPPL1 KIAA0586 KIAA0753 KIF7 LBR LIFR LRP4 MATN3 MMP9 NBAS NIPBL OBSL1 PAM16 PCNT PDE4D PHGDH POLE PRKACA PRKACB PRKAR1A PTH1R PUF60 RAD21 RMRP RNU4ATAC SERPINH1 SHOX SLC26A2 SLC35D1 SMC1A SMC3 SMO TCTN3 TRIP11 TRPV4 TTC21B WDR19 WDR35 WNT5A WNT7A HP_MICRONODULAR_CIRRHOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MICRONODULAR_CIRRHOSIS ABHD5 APC ARG1 ATP6AP2 AXIN1 CASP8 CTNNB1 DGUOK IGF2R KIF3B KRT18 MET MPV17 NGLY1 PDGFRL PIGA PIK3CA POLG SLC30A10 TALDO1 TP53 TREX1 ZFYVE19 HP_MICROPENIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MICROPENIS ACTA1 ACTB ADAR ADAT3 ALG12 ALKBH8 ALMS1 ALX4 ANOS1 AR ARCN1 ARL6 ARX ATAD3A ATP6V1A ATP6V1E1 ATRX AXL B4GAT1 B9D2 BBS1 BBS5 BLTP1 BUB1B C2CD3 CAMK2A CASK CCDC141 CCDC28B CDC42BPB CDC45 CDC6 CDH11 CDH2 CDKL5 CDKN1C CENPT CEP41 CHD4 CHD7 COG5 COLEC10 COX7B CPE CTU2 CUL4B CYB5A CYP17A1 DCAF17 DCC DCX DDX6 DHCR7 DHDDS DHODH DHX37 DMRT3 DMXL2 DPYSL5 DTYMK DUSP6 DVL1 DVL3 DYNC2H1 DYRK1A EBF3 ECE1 EHMT1 EIF2S3 ELN ERCC2 ERCC6 ERCC8 EXT2 FAM111A FANCB FANCD2 FANCL FAT4 FEZF1 FGF17 FGF8 FGFR1 FIG4 FKRP FLRT3 FRAS1 FZD2 GATA4 GH1 GLI2 GLI3 GLYCTK GMPPB GNAO1 GNB2 GNRH1 GNRHR GRIA3 GRIN1 GRM7 H4C9 HCCS HDAC8 HERC1 HERC2 HESX1 HID1 HNRNPR HOXA13 HS6ST1 HSD3B2 HUWE1 IFIH1 IFT172 IL17RD INPP5E INTU KAT6B KATNIP KCNA1 KDM5C KDM6A KIAA0586 KIAA0753 KIF7 KISS1 KISS1R KLF1 KLHL15 KLHL40 KLHL41 KMT2D LAMA5 LARGE1 LEP LHB LIG4 LMNB2 LMOD3 LMX1B LSM11 LSS LZTFL1 MADD MAGEL2 MAMLD1 MAP3K1 MBD5 MCTP2 MED12 MEGF8 MID1 MINPP1 MKRN3 MLXIPL MTM1 MYRF NDNF NDUFB11 NEB NEK1 NEUROD2 NHLH2 NPAP1 NR0B1 NR5A1 NSMF OPHN1 ORC1 ORC6 OTUD5 OTX2 PBX1 PHF21A PHF6 PIEZO2 PIGA PIGP PIGQ PNKP PNPLA6 POLE POMT1 POMT2 POR PPP1R12A PRDM13 PRKDC PROK2 PROKR2 PSMC1 PSMD12 PTPN11 PWAR1 PWRN1 RAB18 RAB3GAP2 RIPK4 RLIM RNASEH2A RNASEH2B RNASEH2C RNF113A RNU4ATAC RNU7-1 ROR2 RSPO2 RYR1 SAMHD1 SATB2 SCN1B SCN2A SEMA3A SEMA3E SETBP1 SGPL1 SIK1 SIM1 SIX6 SLC25A22 SLC25A24 SLC29A3 SLC32A1 SMCHD1 SMO SNORD115-1 SNORD116-1 SOX10 SOX2 SOX9 SPRY4 SPTBN1 SRA1 SRD5A2 SRY STT3A STT3B STXBP1 TAC3 TACR3 TAPT1 TBC1D20 TBCE TBL1XR1 TBX3 TCF12 TCF4 THOC2 THOC6 TOE1 TOGARAM1 TP63 TREX1 TRIM8 TRPM3 TWIST2 UBA1 UBE2A UBR1 UBR7 USP7 VAC14 VAMP7 WDR11 WNT5A WT1 WWOX XRCC4 ZEB2 ZFPM2 ZPR1 HP_MICROPHALLUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MICROPHALLUS CDKN1C CILK1 FANCF GATA4 HMGA2 HSD3B2 IGF2 MINPP1 OPHN1 PLAG1 RTTN SAMD9 SIN3A TACR3 THOC2 TOE1 TRRAP HP_MICROPHTHALMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MICROPHTHALMIA AARS1 ABCB6 ACTB ACTG1 ALDH1A3 ALDH6A1 ALX1 ALX3 ALX4 AP2M1 ARHGAP31 ARVCF ARX ASPH ATN1 ATOH7 B3GALNT2 B4GAT1 B9D1 B9D2 BCOR BEST1 BMP4 BRCA1 BRCA2 BRIP1 BUB1 BUB1B BUB3 C12orf57 CAPN15 CARS1 CC2D2A CENPF CEP120 CEP290 CEP57 CHD2 CHD7 CHUK COL4A1 COMT COX14 COX7B CRB1 CRPPA CRYAA CSPP1 CTDP1 CTNNB1 DACT1 DAG1 DLL4 DOCK6 DONSON DPYD EBP EOGT ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ESCO2 FAM111A FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FBXW11 FGF3 FGFR1 FIG4 FKRP FKTN FOXC2 FOXE3 FOXL2 FRAS1 FREM1 FREM2 FZD4 GDF3 GDF6 GJA1 GJA5 GJA8 GLI2 GLI3 GMPPB GP1BB GPRASP2 GRIP1 GTF2E2 GTF2H5 HCCS HDAC6 HIRA HMGB3 HMX1 HRAS HYLS1 IKBKG INTS1 INTU JAM3 JARID2 JMJD1C KERA KIF11 KIF14 KIF15 KIF7 KMT2D KRAS LAMB2 LARGE1 LMBRD2 LRP5 MAB21L2 MAD2L2 MAPRE2 MBTPS2 MED12 MED13L MED25 MFRP MITF MKS1 MPLKIP MT-CYB NAA10 NDP NDUFB11 NEXMIF NHS NOTCH1 NRAS NUP188 OCRL OSGEP OTX2 PALB2 PAX2 PAX6 PCYT1A PDE6D PDGFRB PEX7 PHGDH PHYH PIEZO2 PIGN PIK3CA PITX3 PLK4 POLR1B POLR1C POLR1D POMGNT1 POMGNT2 POMK POMT1 POMT2 PORCN PQBP1 PRIM1 PRR12 PRSS56 PTCH1 PUF60 PXDN RAB18 RAB3GAP1 RAB3GAP2 RAD51 RAD51C RARB RAX RB1 RBBP8 RBP4 RBPJ RECQL4 RERE RFWD3 RHOA RIPK4 RNF113A RPGRIP1 RPGRIP1L RREB1 RSPO2 RTTN RXYLT1 SALL1 SALL4 SCN1A SEC24C SEMA3E SETD5 SF3B2 SHH SIN3A SIX3 SIX6 SLC16A12 SLC25A24 SLC2A1 SLC38A8 SLC6A1 SLX4 SMAD4 SMC5 SMCHD1 SMG9 SMO SMOC1 SNX10 SOX2 SPECC1L SRD5A3 STRA6 SYCE1 SYNGAP1 TARS1 TBC1D20 TBCE TBL1XR1 TBR1 TBX1 TBX15 TCOF1 TCTN1 TCTN2 TCTN3 TENM3 TFAP2A TKFC TMEM107 TMEM216 TMEM231 TMEM237 TMEM67 TMEM98 TMTC3 TOGARAM1 TRIP13 TSPAN12 TUBB TUBGCP4 TUBGCP6 TXNDC15 UBE2T UFD1 VAC14 VAX1 VPS13B VPS35L VSX2 WDR37 WDR73 WNT3 WNT7B XRCC2 XYLT2 YAP1 ZEB2 ZNF408 ZNF699 HP_MICRORETROGNATHIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MICRORETROGNATHIA AGRN ALG13 ALG9 ATP6V0A2 B3GAT3 BANF1 C2CD3 CANT1 CEP120 CEP55 CHAT CHST14 CHST3 COL13A1 COL2A1 CREB3L1 CRIPT CSGALNACT1 CTNND2 DHCR7 DSE EBP EIF4A3 FBXL3 GAD1 GLDN GLI3 GMNN INTS1 IPO8 KAT6A KATNB1 KCNK9 KIF7 KPTN LMNA MYH7 MYO9A NAA10 NDE1 NEDD4L NFIX NSDHL NSMCE2 OCLN OFD1 ORC6 PAX1 PIGN POLR1D PRDM13 PRORP PUF60 RELN RPL10 RSPO2 RTTN SEC24D SELENON SEMA5A SF3B4 SIN3A SLC10A7 SLC18A3 SLC25A1 SLC35A3 SLC5A7 SNAP25 SYT2 TAF1 TASP1 TELO2 TMEM70 TRIP4 TTN TUBA1A TXNDC15 VAMP1 WDR11 YARS1 ZC4H2 HP_MICROSCOPIC_HEMATURIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MICROSCOPIC_HEMATURIA ACSL4 ADAMTS13 AMMECR1 CFHR5 CLCN5 COL4A3 COL4A5 CTNS CUBN F2 FN1 INF2 KCNE5 LMNB2 LMX1B LPIN2 NOS1AP NUP85 PAX2 PBX1 SLC37A4 SMARCAL1 HP_MICROTIA_THIRD_DEGREE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MICROTIA_THIRD_DEGREE CDC45 CDC6 CDT1 FANCB GMNN ORC1 ORC4 ORC6 TCTN3 TWIST2 HP_MICROVESICULAR_HEPATIC_STEATOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MICROVESICULAR_HEPATIC_STEATOSIS ACAD9 BCS1L CARS2 DNAJC19 LRPPRC LYRM4 MPV17 MRPL44 NAA10 NGLY1 NHLRC2 PIGA POLG POLG2 SLC22A5 SLC25A13 TFAM TRMU UNC45A VPS4A YARS1 HP_MIDDLE_AGE_ONSET https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MIDDLE_AGE_ONSET AARS1 AARS2 ABCC9 ACTC1 ANO10 ANO5 ANXA11 AP5Z1 APC APOE APP APPL1 ATN1 ATP2B2 ATP6AP2 ATXN10 BAG3 BAP1 BBS2 BMP6 BMPR2 BRCA1 BVES CACNA1I CADM3 CAPN3 CASK CAV1 CCDC88C CCNF CDH2 CFH CHCHD10 CHCHD2 CHMP2B CHRNA1 CLCN2 CLEC3B CLN6 CNBP COL4A1 CRYAB CSF1R CTNNA1 CYLD CYP7B1 DAB1 DES DGUOK DNAJB4 DNM1L DNMT1 DRD5 DSC2 DSG2 DYRK1B EIF2AK4 EIF4G1 ELOVL4 ELOVL5 EPCAM ERBB4 FARS2 FAT2 FBLN5 FBN1 FDPS FHL1 FKTN FLNC FTL G6PD GANAB GATAD1 GBE1 GBF1 GJA5 GNB4 GYG1 H6PD HAVCR2 HGSNAT HKDC1 HLA-DQB1 HNRNPA1 HSPB1 HTRA1 IKZF1 IMPG2 ITM2B ITPR3 JAK2 JPH3 KCNA5 KCNC3 KCND3 KCNE2 KCNJ18 KCNJ2 KCNK3 KCNQ1 KIF1B KIF5A KLHL7 KNG1 LAMA4 LGI1 LITAF LMNA LMX1B LOX LRIF1 LRP12 MAFA MAK MAP1B MAPT MARCHF6 MARS1 MARS2 MATR3 MBD4 MFSD8 MICAL1 MLH1 MME MOCOS MPZ MSH2 MSH3 MYH6 MYORG MYPN NAF1 NAGLU NEFL NEK1 NEXN NF1 NOL3 NOTCH2NLC NOTCH3 NPPA NPTX1 NRL OPTN OXGR1 PDE8B PDGFB PDGFRB PDK3 PDYN PHKA1 PIGT PKD2 PKHD1 PLEKHG5 PLN POLG POLRMT PRKN PRNP PSAP PSEN1 PSEN2 PUM1 PYGM RAB39B RAF1 RAX2 RBM12 REEP1 RELN RIPOR2 RNASEH1 RPA1 RPGR RRM2B SAMD9L SCN1B SCN2B SCN3B SCN5A SDHA SDHD SEC23B SFTPA1 SLC37A4 SMPD1 SMPX SNCA SNORD118 SOCS1 SPG11 SPTLC2 STT3A TBK1 TBP TBX18 TERT TGFBI TGM6 THSD1 THSD4 TIA1 TK2 TMEM240 TNNC1 TNNI3 TNNT2 TOR1A TPM1 TRPM3 TRPM7 TTC19 TTLL5 TTN TUBA4A UBA1 UBQLN2 UNC119 UQCRC1 USP48 VAPB VCL VCP VEZF1 VPS16 WASHC5 ZNF408 HP_MIDFACE_RETRUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MIDFACE_RETRUSION ACAN ACP5 ACTB ADNP AGL AIFM1 ALG12 AMMECR1 AMPD2 ANKRD17 ANTXR1 ATP6V0A2 ATRX B3GALT6 B3GAT3 B4GALT7 BANF1 BCL11A BICD2 BICRA BMP2 BMP4 BPTF BRF1 BUB1B CAMK2B CANT1 CASZ1 CBL CCDC47 CCDC8 CDC42 CDH11 CDK19 CDKN1C CEP120 CHD1 CHD3 CHST3 CILK1 CLCN3 CLCN4 COG1 COL11A1 COL11A2 COL18A1 COL1A1 COL27A1 COL2A1 COL9A2 COL9A3 COX15 COX7B CPLX1 CRTAP CSGALNACT1 CTCF CTSK CUL7 DCHS1 DDB1 DDR2 DEAF1 DHX37 DLX4 DPH5 DSE DVL1 DVL3 EBP EFTUD2 EHMT1 ELN EPB41L1 ERF FAM20C FAM50A FAT4 FBN1 FGFR1 FGFR2 FGFR3 FIBP FLII FLNA FLNB FOXC1 FOXG1 FZD2 GABRD GDF11 GHR GLI2 GMNN GNPAT GPC4 GRIA4 GRIN1 H19 H3-3A H3-3B HCCS HDAC4 HECW2 HEPACAM HESX1 HNRNPH2 HOXB1 HSPA9 HSPG2 IARS2 IFT52 IFT81 IGF2 IL11RA IQSEC2 IREB2 ITCH JARID2 KAT6A KCNAB2 KCNQ1 KCNQ1OT1 KIF15 KIF1A KIF22 KMT2C KMT2D KRAS LBR LEMD2 LHX3 LHX4 LIFR LINS1 LMNA LRP2 LRPPRC LRRC32 LTBP4 LUZP1 LZTR1 MAD1L1 MAF MAN2B1 MBD5 MECP2 MED13L MEGF8 MESD MGP MIPEP MIR140 MLXIPL MMP23B MN1 MRAS MRPS14 MTOR MYSM1 NDUFB11 NECTIN1 NEPRO NF1 NFIX NGLY1 NKAP NRAS NSMCE3 NXN OBSL1 OSGEP OTUD5 P4HB PAK2 PDE4D PDGFRB PDPN PEX1 PIGV PIK3R1 PITX2 PKD2 PLP1 POGZ POLR1A POLR1B POLR1C POLR1D POMGNT1 POP1 POR POU1F1 PPP2R5D PRDM16 PRKACA PRKAR1A PRKCZ PROP1 PRR12 PSMC1 PSMD12 PTCH1 PTEN PTH1R PTPN11 PTRH2 PYCR1 RAB23 RAB3GAP1 RAB3GAP2 RAC3 RAF1 RAI1 RASA2 RERE RFWD3 RIT1 RNF13 RNU12 ROR2 RPS28 RRAS RRAS2 RUNX2 RYR1 SATB1 SATB2 SEC23A SEC24D SERPINH1 SETBP1 SF3B4 SH2B1 SHH SIX3 SKI SLC25A24 SLC26A2 SLC35D1 SLC6A8 SLC9A7 SMAD2 SMAD4 SMC1A SMCHD1 SON SOS1 SOS2 SOST SOX11 SOX9 SP7 SPEN SPRED2 STAC3 TBL1XR1 TBX1 TCF12 TCF20 TCOF1 TGFB3 TLK2 TMCO1 TMEM165 TONSL TRIO TRPM3 TSEN54 TSR2 TUBGCP2 TWIST1 UBE2A UBE4B UFC1 USB1 WAC WASF1 WDR35 WDR73 WNT5A YME1L1 ZBTB20 ZIC1 ZMIZ1 ZNF407 ZNHIT3 HP_MIDLINE_DEFECT_OF_THE_NOSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MIDLINE_DEFECT_OF_THE_NOSE ALX1 ALX3 ALX4 EFNB1 FRAS1 FREM1 FREM2 GRIP1 HYLS1 LONP1 NF1 NSMF NUAK2 PTCH1 TBX4 TFE3 ZSWIM6 HP_MIDLINE_HAND_MOVEMENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MIDLINE_HAND_MOVEMENTS AP1S2 CACNA1B CDKL5 CELF2 CNTNAP2 DHX30 DYRK1A GABBR2 GNAI1 GRIA2 GRIN1 GRIN2A H4C5 HDAC4 IQSEC2 KCNB1 LARP7 LMNB1 MECP2 MGAT2 NACC1 NEXMIF NTNG1 SATB1 SMC1A VAMP2 ZBTB18 HP_MIGRAINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MIGRAINE ACSF3 ACVRL1 ADA2 ADAMTS3 ADAMTSL1 AIP ALPK1 AMACR APP ATP1A2 BMPR1A C4A CACNA1A CCR1 CLTRN COL3A1 COL4A1 COL5A1 COPB1 CSNK1D DEPDC5 DNM1L EDNRA ENG EPCAM EPHB4 ERAP1 ESR1 FAN1 FAS FGFR2 FGFR3 FRMD5 GABRG2 GATA2 GDF2 GP1BA GP1BB GP9 GPR101 GRIN2A HLA-B HTR1A IFNGR1 IL10 IL12A IL12A-AS1 IL12B IL23R JAG1 KCNA1 KCNK18 KLRC4 KRAS LGI1 MEFV MLH1 MLH3 MLX MSH2 MSH6 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TC MT-TF MT-TH MT-TK MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MVK MYD88 MYORG NDP NF1 NFIX NLRP3 NOP56 NOTCH3 OPA1 PDGFB PDGFRB PEX11B PGK1 PIK3CA PMS1 PMS2 POLG POLG2 PRORP PRRT2 RASA1 RELA RELN RNASEH1 RPS20 RRM2B SCN1A SEMA4A SH2B1 SLC1A3 SLC25A4 SLC2A1 SLC6A19 SMAD3 SMAD4 SMARCAL1 SMARCB1 SPOP SQOR SRPX2 STARD7 STAT4 STIM1 SUFU TGFBR2 TLR4 TNF TNFRSF1A TREX1 TWIST1 TWNK UBAC2 ZFTA HP_MIGRAINE_WITHOUT_AURA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MIGRAINE_WITHOUT_AURA CACNA1A CSNK1D EDNRA ESR1 KCNK18 TNF TREX1 HP_MIGRAINE_WITH_AURA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MIGRAINE_WITH_AURA ATP1A2 CACNA1A COL4A1 CSNK1D EDNRA ESR1 KCNK18 NOTCH3 PRRT2 SCN1A TNF TREX1 HP_MILDLY_ELEVATED_CREATINE_KINASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MILDLY_ELEVATED_CREATINE_KINASE ACTA1 ADSS1 ALG2 BIN1 CACNA1S CHCHD10 COL12A1 COL25A1 COL6A1 COL6A2 COL6A3 COL9A3 CRPPA DNM2 DOK7 ERGIC1 FKRP FKTN FLNC GABRA3 GFPT1 GNE HADH HNRNPA1 KBTBD13 KCNE3 KCNJ18 KLHL41 LMNA MATR3 MEGF10 MICU1 MPV17 MSTO1 MT-TE MT-TL1 MT-TL2 MT-TN MT-TS1 MTMR14 MYF6 MYH14 MYH7 MYPN NEB PEX6 PLEKHG5 POLG POLRMT POMT1 QRICH1 RYR1 SCN4A SCYL2 SQSTM1 TFG TIA1 TPM2 TPM3 TRIP4 TRMU TTN TWNK UBA1 VCP YME1L1 HP_MILD_GLOBAL_DEVELOPMENTAL_DELAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MILD_GLOBAL_DEVELOPMENTAL_DELAY AASS ABCA2 ABCC8 ACAD8 ACTB ADNP ALB ALDH4A1 AMT AP3B1 ASPA ATP5F1B ATR ATRIP B4GALT7 CDC6 CDH2 CENATAC CENPE CENPJ CEP152 COG1 CTNNB1 CTSK DBR1 DHTKD1 DNA2 DOLK ERMARD EYA1 FTCD FZD4 GJA1 GNB2 IARS1 KCNJ11 LCA5 LRAT LRP5 MAP1B MCM4 MT-TK NARS2 NDP NFE2L2 NONO NSMCE3 NUP85 OCRL PCNT PDP1 PEPD PHKB PLCB4 PLK4 PLP1 POLRMT PRKAR1A PTF1A RBBP8 RNF168 RPE65 RRAS2 SF3B2 SIX1 SOX3 SOX9 SPATA7 TANGO2 TBX2 TBX4 TCF12 TMEM163 TOP3A TPP2 TRAIP TSPAN12 WDR26 ZNF408 ZNF462 HP_MILD_HEARING_IMPAIRMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MILD_HEARING_IMPAIRMENT COL1A2 CTSK DPH1 DPH2 MED12 MFN2 PGM3 HP_MILD_MICROCEPHALY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MILD_MICROCEPHALY ASPA CEP85L COG6 CWF19L1 GATA6 GRIN2B LARP7 OCA2 PLAG1 RIC1 SDHA SDHAF1 SDHB SDHD THOC6 TRAPPC9 UBE3A HP_MILD_MYOPIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MILD_MYOPIA AHDC1 COL11A2 GNB3 H4C5 OFD1 POGZ HP_MILD_POSTNATAL_GROWTH_RETARDATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MILD_POSTNATAL_GROWTH_RETARDATION ADAMTS3 ANKRD55 CCBE1 CD247 CDAN1 ERCC6 ERCC8 FAT4 IGFALS IL2RA IL2RB PRKAR1A PTPN2 PTPN22 PTRH2 STAT4 HP_MILD_PROTEINURIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MILD_PROTEINURIA KARS1 PAX2 SLC22A12 SLC2A9 VPS50 WDR19 HP_MILD_SHORT_STATURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MILD_SHORT_STATURE AGO1 CAMK2G CANT1 CHST11 COL10A1 COL1A1 COL9A2 COL9A3 COMP DOCK3 EVC EVC2 FGD1 IDS LBR MATN3 PCGF2 PDE4D RTTN SMARCA2 HP_MILIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MILIA COL17A1 COL7A1 CYLD FERMT1 ITGB4 KRT14 KRT5 LAMA3 LAMB3 LAMC2 LIFR MMP1 OFD1 PLEC PPOX PTCH1 SMARCAD1 HP_MINICORE_MYOPATHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MINICORE_MYOPATHY CFL2 FXR1 MEGF10 MYH7 RYR1 SELENON TNNT1 TRIP4 TTN HP_MINIMAL_CHANGE_GLOMERULONEPHRITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MINIMAL_CHANGE_GLOMERULONEPHRITIS ACTN4 ANKFY1 ANLN APOL1 ARHGAP24 ARHGDIA CD2AP COL4A3 COQ8B CRB2 DAAM2 EMP2 GAPVD1 INF2 KANK2 KIRREL1 LAGE3 LMX1B MAGI2 MYO1E NPHS1 NPHS2 NUP107 NUP133 NUP160 NUP205 NUP37 NUP85 NUP93 PAX2 PLCE1 PTPRO SMARCAL1 TBC1D8B TRPC6 WT1 ZAP70 HP_MINIMAL_SUBCUTANEOUS_FAT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MINIMAL_SUBCUTANEOUS_FAT CAV1 KCNJ6 LMNA NAA10 SKI HP_MIOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MIOSIS CHRDL1 COL25A1 DDC DNMBP ERCC6 GNB2 HHAT KIF1B KIF21A NOTCH2NLC ORAI1 PEX7 PHOX2A PHYH RAB18 SIX6 STIM1 TUBA1A TUBB2B TUBB3 ZFHX4 HP_MISALIGNMENT_OF_INCISORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MISALIGNMENT_OF_INCISORS ABCC9 ALX3 ANKRD11 ATRX CHSY1 DNMT3A DOCK7 FREM1 GATAD2B HMGB3 HRAS RNF2 SCUBE3 STAG1 TBC1D2B TUBGCP2 HP_MISCARRIAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MISCARRIAGE ALB BIN1 CLN8 DLK1 DNM2 ENG FCGR3B FGA FGB FGG HBB HOXA13 HSPG2 JAK2 MEG3 MGP MPL MTMR14 MYF6 NLRP7 NSD2 PLIN1 PLXND1 RAD51C REC114 RHAG RHCE RHD RTL1 RYR1 SERPINC1 SERPINE1 THPO WRN HP_MISSING_RIBS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MISSING_RIBS ALDH1A2 ATP6V1B2 ATR B3GALT6 B3GAT3 B4GAT1 BMP2 BMPER CASZ1 CCDC22 CENPJ CEP152 CHST3 CPLANE1 DNMT3A DONSON DPYSL5 FBN1 FLI1 FLNB FUZ GABRD GPX4 HDAC6 HES7 HNRNPR HSPG2 IFT43 KCNAB2 KYNU LBR LUZP1 MMP23B MYF5 NALCN NFASC NUP88 PAICS PDPN PRDM16 PRIM1 PRKCZ PTPN11 RERE RNU4ATAC ROR2 RPS19 RRAS2 RSPO2 SCUBE3 SIX6 SKI SNRPB SOX2 SOX9 SPEN SRCAP TBC1D24 TBCK TBX6 TOR1A UBE4B VANGL1 VPS35L WASHC5 WNT3 HP_MITOCHONDRIAL_INHERITANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MITOCHONDRIAL_INHERITANCE BCS1L FDX2 MT-ATP6 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MT-TC MT-TF MT-TI MT-TK MT-TL1 MT-TN MT-TP MT-TQ MT-TS1 MT-TS2 MT-TT MT-TV MT-TW NDUFS4 SURF1 TRMU HP_MITOCHONDRIAL_MYOPATHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MITOCHONDRIAL_MYOPATHY AGK CAV3 DNA2 FDX2 FOXRED1 ISCU MSTO1 MT-ATP6 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TC MT-TF MT-TK MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TT MT-TV MT-TW NDUFA1 NDUFA11 NDUFA6 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB9 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NUBPL OPA1 PNPLA8 POLG POLG2 PUS1 RRM2B SLC25A4 TIMMDC1 TK2 TMEM126B TWNK TYMP YARS2 HP_MITOCHONDRIAL_RESPIRATORY_CHAIN_DEFECTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MITOCHONDRIAL_RESPIRATORY_CHAIN_DEFECTS CAMKMT CYP27A1 DNAJC30 FBXL4 MT-ATP6 MT-CO1 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND4 MT-ND4L MT-ND5 MT-ND6 NDUFS2 PNPT1 PPM1B PREPL SLC3A1 TRMU HP_MITRAL_ATRESIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MITRAL_ATRESIA CCNQ GJA1 GNB2 LRPPRC MCTP2 MMP21 NKX2-5 NOTCH1 PLXND1 SMARCA4 TRAF7 ZIC3 HP_MITRAL_STENOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MITRAL_STENOSIS ABCC6 ADAMTSL2 ARSB CHST3 FBN1 GBA1 GJA1 HAAO LMNA LZTR1 MCTP2 NKX2-5 NOTCH1 NOTCH2 PLD1 SYT2 UBE2A XYLT1 XYLT2 ZIC3 ZMPSTE24 ZNF148 HP_MITRAL_VALVE_CALCIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MITRAL_VALVE_CALCIFICATION FBN1 GBA1 HGD IFIH1 LMNA MTX2 SLC34A2 ZMPSTE24 HP_MITRAL_VALVE_PROLAPSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MITRAL_VALVE_PROLAPSE ABCC6 ADNP AEBP1 AGR2 ALG5 ALG9 ANK1 ATP6V1E1 B3GALT6 B3GAT3 BAZ1B BCL7B BCOR BGN BICC1 BRAF BRF1 BUD23 CBS CHST14 CHST3 CLIC2 CLIP2 COL1A1 COL1A2 COL2A1 COL3A1 COL5A1 COL5A2 COX7B CREBBP DCHS1 DNAJB11 DNAJC30 DSE DZIP1 EIF4H ELN ENPP1 EP300 EXTL3 FBN1 FBN2 FIBP FKBP6 FLNA FMN2 FMR1 GANAB GTF2I GTF2IRD1 GTF2IRD2 HCCS HCN4 HEXB HNRNPH2 HRAS IFT140 IPO8 KRAS LIMK1 LMNA LTBP3 LZTR1 MAP3K7 MAPK1 MED12 METTL27 MFAP5 MLXIPL MMP14 MMP2 MYH7 MYPN NCF1 NDUFB11 NF1 NPR3 PCGF2 PKD1 PKD2 PLD1 PLOD1 POLG PRDM5 PRG4 PTPN11 RAF1 RFC2 ROBO1 RPL5 RYR1 SACS SELENON SH3PXD2B SKI SLC29A3 SLC6A6 SMAD3 SMAD4 SPRED1 SPRED2 STX1A TAB2 TBL2 TGFB2 TGFBR1 TGFBR2 TMEM270 TNXB TPM2 TPM3 TTN TWNK VPS13B VPS37D VWF XYLT1 XYLT2 ZNF469 HP_MITTEN_DEFORMITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MITTEN_DEFORMITY COL17A1 COL7A1 DSP ITGB4 KRT5 LAMA3 LAMB3 LAMC2 MMP1 HP_MIXED_DEMYELINATING_AND_AXONAL_POLYNEUROPATHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MIXED_DEMYELINATING_AND_AXONAL_POLYNEUROPATHY ATP7B MORC2 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW NEFL HP_MIXED_HEARING_IMPAIRMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MIXED_HEARING_IMPAIRMENT ABCC6 AFF4 AMMECR1 ANKH ARSL B3GALT6 CDH11 CDK5RAP2 CHD7 COL11A2 DVL1 ELMOD3 ENPP1 EYA1 FAM20C FBXW7 FGF10 FGFR2 FGFR3 FKBP14 FLNA FLNB GDF6 GJA1 GJB2 GJB6 HOXA2 IGBP1 KMT2D MAN2B1 MAP3K7 PAX1 PORCN POU3F4 RECQL4 ROBO1 RPS28 SGMS2 SIX1 HP_MIXED_HYPO_AND_HYPERPIGMENTATION_OF_THE_SKIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MIXED_HYPO_AND_HYPERPIGMENTATION_OF_THE_SKIN ADAR DPP9 KRT14 KRT5 LMNA PCNT PIGN POFUT1 POGLUT1 PSENEN SASH1 SMS UBE2A HP_MODERATELY_REDUCED_VISUAL_ACUITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MODERATELY_REDUCED_VISUAL_ACUITY CNGB3 DNM1L IMPG1 IMPG2 LRP5 OPA1 RAC1 HP_MODERATELY_SHORT_STATURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MODERATELY_SHORT_STATURE HOXD13 RUNX2 SELENOI SLC26A2 SLC39A13 HP_MODERATE_ALBUMINURIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MODERATE_ALBUMINURIA ABCC8 GCK IER3IP1 INS KCNJ11 MIA3 PDX1 SLC37A4 STAT3 HP_MODERATE_GLOBAL_DEVELOPMENTAL_DELAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MODERATE_GLOBAL_DEVELOPMENTAL_DELAY ADNP AIFM1 CDKL5 DLK1 HAL HSD17B10 IRX5 KDM5B MADD MEG3 NCAPD3 NF1 PGM3 PHGDH PLP1 PSMC3 RTL1 SDHA SDHAF1 SDHB SDHD SOX9 TANGO2 TBX4 TET2 TMEM70 TPP2 HP_MODERATE_MYOPIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MODERATE_MYOPIA ASPH COL9A3 FLNA H4C3 H4C5 HP_MOLAR_TOOTH_SIGN_ON_MRI https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MOLAR_TOOTH_SIGN_ON_MRI AHI1 ARL13B ARL3 ARMC9 B9D1 B9D2 C2CD3 CC2D2A CEP104 CEP120 CEP290 CEP41 CPLANE1 CSPP1 EXOC2 FAM149B1 IFT74 INPP5E KIAA0586 KIAA0753 KIF7 MKS1 NPHP1 OFD1 PDE6D PIBF1 RPGRIP1L SUFU TCTN1 TCTN3 TMEM107 TMEM138 TMEM216 TMEM218 TMEM231 TMEM237 TMEM67 TOGARAM1 TOPORS ZNF423 HP_MOLLUSCOID_PSEUDOTUMORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MOLLUSCOID_PSEUDOTUMORS COL1A1 COL3A1 COL5A1 COL5A2 PLOD1 ZNF469 HP_MONOCHROMACY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MONOCHROMACY ATF6 CNGA3 CNGB3 CNNM4 GNAT2 NBAS OPN1LW OPN1MW PDE6C PDE6H RPGR HP_MONOCYTOPENIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MONOCYTOPENIA CARD11 GATA2 IRF8 PIK3CG RAC2 WAS HP_MONOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MONOCYTOSIS CLPB DDX41 ELANE G6PC3 GFI1 IKBKB KRAS NRAS PIK3CD SRP19 SRP54 TCIRG1 ZNFX1 HP_MONOTONIC_SPEECH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MONOTONIC_SPEECH CWF19L1 DNAJC13 EIF4G1 FBXO7 GBA1 GIGYF2 LRRK2 SNCA VPS35 HP_MOON_FACIES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MOON_FACIES ARMC5 ATRX BRAF CDH23 GNAS H4C5 NR3C1 PDE11A PRKACA PRKAR1A TP53 USP48 USP8 XYLT1 HP_MORNING_GLORY_ANOMALY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MORNING_GLORY_ANOMALY DNM1L HMX1 OPA1 PAX2 PAX6 TMEM237 HP_MORNING_MYOCLONIC_JERKS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MORNING_MYOCLONIC_JERKS CACNB4 CILK1 CLCN2 CSTB EFHC1 GABRA1 GABRD JRK KCNQ3 PRICKLE1 SCARB2 HP_MORPHOLOGICAL_ABNORMALITY_OF_THE_CORTICOSPINAL_TRACT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MORPHOLOGICAL_ABNORMALITY_OF_THE_CORTICOSPINAL_TRACT ABCD1 ALS2 ATL1 BAZ1B BCL7B BUD23 CHCHD10 CLIP2 CPT1C DCC DCTN1 DEAF1 DNAJC30 DNAL4 EIF4H ELN FKBP6 FLII FUS GALC GTF2I GTF2IRD1 GTF2IRD2 IQSEC2 KPNA3 L1CAM LIMK1 METTL27 MLXIPL MT-ATP6 NCF1 NEFH NIPA1 NTN1 PDHB PLP1 PRPH RAD51 RAI1 RFC2 RTN2 SLC33A1 SOD1 SPAST SPG11 SPG7 SQSTM1 STX1A TARDBP TBK1 TBL2 TMEM270 UBAP1 VCP VPS37D WASHC5 HP_MORPHOLOGICAL_ABNORMALITY_OF_THE_MIDDLE_EAR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MORPHOLOGICAL_ABNORMALITY_OF_THE_MIDDLE_EAR ABCC6 AIRE APC2 BPTF COG1 COL1A1 COL1A2 DDR2 EFTUD2 ENPP1 EYA1 FOCAD FRAS1 GDF6 GJB2 GJB6 IDS IL11RA MAP3K7 NFIX NKX2-1 NOG NOTCH3 NSD1 POLR1D POU3F4 PSMD12 RAD21 RAI1 SETBP1 SETD2 SIX1 SIX5 STAG2 SYK TFAP2A HP_MORPHOLOGICAL_ABNORMALITY_OF_THE_PYRAMIDAL_TRACT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MORPHOLOGICAL_ABNORMALITY_OF_THE_PYRAMIDAL_TRACT ABCD1 AIFM1 ALS2 ATL1 ATP1A2 ATXN10 ATXN8OS BAZ1B BCL7B BUD23 CHCHD10 CLIP2 CPT1C CTC1 DCC DCTN1 DEAF1 DNAJC30 DNAL4 DPYS EIF4H ELN FKBP6 FKTN FLII FUS GALC GAN GTF2I GTF2IRD1 GTF2IRD2 IQSEC2 KCNC3 KPNA3 L1CAM L2HGDH LIMK1 MAPT METTL27 MLXIPL MT-ATP6 NCF1 NEFH NIPA1 NTN1 PDHB PLA2G6 PLP1 PRKRA PRNP PRPH RAD51 RAI1 RFC2 RTN2 SLC19A3 SLC2A1 SLC33A1 SLC6A3 SOD1 SPAST SPG11 SPG7 SQSTM1 STX1A TARDBP TBK1 TBL2 TMEM270 TREX1 UBAP1 VAPB VCP VPS37D WASHC5 HP_MORPHOLOGICAL_ABNORMALITY_OF_THE_SEMICIRCULAR_CANAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MORPHOLOGICAL_ABNORMALITY_OF_THE_SEMICIRCULAR_CANAL CBL CHD7 ESRP1 FGFR2 FOXP2 GREB1L KRAS LZTR1 MRAS NRAS PTPN11 RAF1 RASA2 RIT1 RRAS RRAS2 SEMA3E SOS1 SOS2 SOX10 SPRED2 HP_MORPHOLOGICAL_ABNORMALITY_OF_THE_VESTIBULE_OF_THE_INNER_EAR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MORPHOLOGICAL_ABNORMALITY_OF_THE_VESTIBULE_OF_THE_INNER_EAR CBL CHD7 ESRP1 EYA1 FGFR2 FOXI1 FOXP2 GREB1L HRAS KCNJ10 KRAS LZTR1 MAP3K7 MRAS NRAS PI4KB PTPN11 RAF1 RASA2 RIT1 RRAS RRAS2 SEMA3E SIX1 SLC26A4 SOS1 SOS2 SOX10 SPRED2 HP_MOTOR_AXONAL_NEUROPATHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MOTOR_AXONAL_NEUROPATHY AAAS AGTPBP1 AIFM1 ATL1 ATL3 C19orf12 COASY CTDP1 EXOSC9 GAN GMPPA HARS1 HINT1 HMBS HNRNPA1 HNRNPA2B1 KCNK9 KLC2 KPNA3 LMNA MORC2 OPA1 PEX10 PLEKHG4 PNPLA6 SLC12A6 SPG7 SPTLC1 SPTLC2 TBCD TRAPPC11 VCP VWA1 WARS1 WDR48 XK HP_MOTOR_DELAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MOTOR_DELAY AARS2 ABCA12 ABCA2 ABCC8 ACADSB ACAT1 ACBD5 ACP5 ACTA1 ACTB ACTN2 ADA ADA2 ADAMTS2 ADARB1 ADCY5 ADGRG1 ADGRL1 ADNP AEBP1 AGK AGO1 AGO2 AGR2 AGRN AGTPBP1 AHCY AHDC1 AHI1 AK9 ALDH18A1 ALDH5A1 ALDOA ALG12 ALG14 ALG2 ALMS1 ALS2 AMFR AMN AMPD2 ANAPC7 ANKRD17 ANTXR1 AP1S2 AP3B1 AP3B2 AP4B1 AP4E1 AP4S1 APC2 ARCN1 ARHGEF2 ARID1B ARID2 ARL13B ARPC4 ASAH1 ASPA ASPM ASXL3 ATG5 ATG7 ATL1 ATP10A ATP1A1 ATP1A3 ATP2A1 ATP2B3 ATP5F1A ATP5F1D ATP5F1E ATP5MK ATP6AP2 ATP6V0A1 ATP6V0A2 ATP6V1A ATP6V1E1 ATP9A ATPAF1 ATPAF2 ATXN7 AUH AUTS2 B3GALT6 B3GAT3 B4GALT7 BAP1 BCAS3 BCL11A BCL11B BCOR BCORL1 BICD2 BIN1 BMP1 BMPR1A BPTF BRAT1 BRPF1 BSND CACNA1C CACNA1G CACNA1S CADM3 CAMK2A CAMK2B CANT1 CARS1 CASK CCBE1 CCDC134 CCDC22 CCDC78 CCNK CDC40 CDH11 CDH2 CDK13 CDK5 CDK8 CDKL5 CDKN1C CELF2 CFL2 CHAMP1 CHAT CHD3 CHD5 CHD7 CHD8 CHKA CHKB CHMP1A CHRNA1 CHRNB1 CHRND CHRNE CHST14 CHST3 CIB2 CIC CIT CLCN3 CLCN6 CLCN7 CLCNKA CLCNKB CLDN11 CLP1 CLPB CNKSR2 CNOT1 CNOT2 CNOT3 CNTNAP2 COA8 COASY COG1 COG4 COG5 COL12A1 COL13A1 COL1A1 COL1A2 COL25A1 COL2A1 COL3A1 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 COPB1 COQ2 COQ7 COX10 CPE CPLX1 CPSF3 CPT1A CRAT CRBN CREBBP CRPPA CSGALNACT1 CSNK2A1 CSNK2B CTBP1 CTDP1 CTNNA2 CTNNB1 CUBN CUL3 CUL4B CUX1 CWC27 CYP27B1 CYP2R1 CYP2U1 CYP3A4 DAG1 DARS1 DARS2 DCPS DCX DDOST DDR2 DEAF1 DHPS DHX30 DLAT DLG3 DLK1 DMD DMXL2 DNAJB4 DNAJC19 DNAJC21 DNASE2 DNM1L DNM2 DOCK3 DOK7 DOLK DPAGT1 DPF2 DPH2 DPM3 DPYD DPYSL5 DSE DYM DYNC1H1 DYNC1I2 DYRK1A EBF3 EFEMP2 EGR2 EHMT1 EIF2AK1 EIF2B4 EIF3F ELN ELOVL1 EN1 EP300 EPG5 EPRS1 ERLIN2 EXOC6B EXOSC2 EXOSC3 EXOSC8 EXOSC9 EXT2 EXTL3 FAR1 FARSB FASTKD2 FBLN1 FBLN5 FBN1 FBN2 FBXL3 FBXO11 FBXW11 FDX2 FDXR FGD4 FGF3 FGFR3 FIG4 FITM2 FKBP14 FKRP FKTN FLNA FLRT1 FLVCR1 FMR1 FNIP1 FOXG1 FOXP1 FRA10AC1 FRMD5 FRMPD4 FTSJ1 FUCA1 FUS FXR1 FZD4 GAA GABBR2 GABRA5 GALC GALE GALK1 GALNS GALNT2 GAN GARS1 GBA1 GBF1 GCK GDAP1 GEMIN4 GEMIN5 GET4 GFM1 GFPT1 GGPS1 GHR GJA1 GJB1 GJC2 GLE1 GLRB GLS GMNN GMPPB GNAI1 GNB5 GNPTAB GPC3 GPC4 GPSM2 GRB10 GRIA1 GRIA3 GRIA4 GRIK2 GRIN1 GRIN2B GRM1 GTF2E2 GTPBP2 GUSB H19 H3-3A H4C5 HACD1 HADH HADHA HADHB HARS1 HDAC4 HECTD4 HECW2 HELLS HEPACAM HERC2 HGSNAT HIBCH HID1 HIVEP2 HK1 HMGA2 HNMT HNRNPK HOXA1 HPDL HPRT1 HS2ST1 HS6ST2 HSD17B4 HUWE1 HYCC1 IARS2 IDH1 IFT140 IFT27 IFT52 IFT74 IGF1 IGF1R IGF2 IL1RN IL37 IL6ST INPP5E INPP5K INPPL1 INS IPO8 IQSEC1 ITCH ITGA7 ITPR1 JAG1 KARS1 KAT6A KAT6B KAT8 KATNB1 KBTBD13 KCNA1 KCNA4 KCNC3 KCNJ11 KCNK4 KCNN2 KCNQ2 KDELR2 KDM1A KDM3B KDM4B KDM5B KDM5C KDM6B KIAA0753 KIDINS220 KIF14 KIF21A KIF7 KLC2 KLHL15 KLHL40 KLHL41 KMT2A KMT2B KMT2C KMT2E KPNA3 KPTN KY LAMA1 LAMA2 LAMB1 LAMB2 LARGE1 LARS1 LARS2 LBR LIAS LIG1 LINGO1 LINS1 LMBRD2 LMNA LMNB1 LMNB2 LMOD3 LMX1B LNPK LONP1 LRP4 LRP5 LRRC32 LSS LTBP1 LTBP4 LYRM4 MACF1 MADD MAGEL2 MAN1B1 MAN2B1 MAN2C1 MAOA MAP3K20 MAPK8IP3 MAPRE2 MARS1 MBD5 MBOAT7 MBTPS1 MBTPS2 MCEE MCM3AP MDH2 MECP2 MECR MED12 MED12L MED13 MED13L MED27 MEF2C MEG3 MEGF10 MEGF8 MESD MFF MFN2 MICOS13 MICU1 MID1 MINPP1 MKRN3 MKS1 MLC1 MLIP MMP13 MN1 MORC2 MPDZ MPV17 MPZ MRAS MRPS14 MRPS25 MSL3 MSTO1 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TE MT-TF MT-TH MT-TL1 MT-TN MT-TQ MT-TS1 MT-TS2 MT-TW MTM1 MTMR14 MTMR2 MTPAP MUSK MYF6 MYH3 MYH7 MYL1 MYL2 MYMK MYO18B MYO7A MYO9A MYOD1 MYPN MYRF MYT1L NAA10 NAA15 NAA20 NALCN NANS NARS1 NAT8L NBEA NCAPG2 NCDN NDP NDRG1 NDST1 NDUFA1 NDUFA12 NDUFA4 NDUFA8 NDUFS2 NEB NEDD4L NEFL NEK1 NEPRO NEU1 NEUROD2 NEXMIF NFASC NFIA NFIB NFIX NGLY1 NHLRC2 NIPA1 NIPA2 NKX2-1 NKX3-2 NKX6-2 NMNAT1 NONO NOTCH3 NOVA2 NPAP1 NPHP1 NRAS NRCAM NSD1 NSRP1 NT5C2 NTNG1 NTNG2 NUBPL NUDT2 NUS1 ODC1 OGDH OPA1 OPHN1 ORC6 OTUD6B P4HTM PACS2 PAFAH1B1 PAK1 PAK3 PAX7 PBX1 PCBD1 PCDH15 PCDH19 PCYT2 PDE10A PDK3 PDX1 PET117 PGAP1 PGAP2 PGAP3 PGM1 PGM2L1 PHEX PHKA2 PHKB PHKG2 PHOX2A PI4KA PIEZO2 PIGC PIGG PIGO PLAG1 PLEC PLOD1 PLP1 PLPBP PLXND1 PMP22 PMPCA PNKP PNP PNPLA2 POGZ POLR1C POLR1D POLR2A POLR3B POLR3GL POLR3K POMGNT1 POMGNT2 POMK POMT1 POMT2 POR PPFIBP1 PPIL1 PPP2CA PPP2R1A PPP2R5D PRDM13 PREPL PRIM1 PRKRA PRMT7 PRPS1 PRR12 PRX PSMB1 PSMD12 PSMG2 PTCH1 PTEN PTH1R PTPRQ PTRH2 PTS PUM1 PURA PUS7 PWAR1 PWRN1 PYGL QRICH1 RAB11B RAB3GAP1 RAB3GAP2 RAC1 RAD51 RAI1 RALA RALGAPA1 RAPSN RARS1 RBL2 RBM8A RBPJ RECQL4 REPS1 REV3L RFX7 RIPK4 RNF125 RNF170 RNF220 RNU12 ROBO3 ROGDI ROR1 RORA RPL10 RPS23 RPS6KA3 RRAS2 RSPRY1 RSRC1 RTL1 RUBCN RUSC2 RYR1 RYR3 SAMD9 SARDH SATB1 SBF2 SCN11A SCN1A SCN2A SCN4A SCN8A SCO2 SCYL1 SDHA SDHAF1 SDHB SDHD SEC24D SELENOI SELENON SEMA6B SEPSECS SERPINH1 SET SETBP1 SETD1A SETD5 SFXN4 SGMS2 SH2B1 SH3PXD2B SH3TC2 SHANK3 SHMT2 SHOC2 SIAH1 SIGMAR1 SIK3 SIM1 SIN3A SLC12A2 SLC12A6 SLC16A2 SLC18A2 SLC18A3 SLC1A3 SLC1A4 SLC25A1 SLC25A12 SLC25A15 SLC25A42 SLC25A46 SLC31A1 SLC37A4 SLC39A13 SLC39A8 SLC5A7 SLC6A3 SLC6A8 SLC9A1 SLC9A7 SMARCA2 SMARCAL1 SMARCD1 SMC1A SMC5 SMPD1 SNAP25 SNORD115-1 SNORD116-1 SNRPN SNX14 SON SOX4 SOX5 SP7 SPARC SPART SPEG SPEN SPG11 SPG21 SPOP SPR SPRED1 SPTBN1 SPTBN2 SPTBN4 SPTLC1 SRCAP SRD5A3 STAC3 STAG2 STAT3 STT3A STXBP1 SUCLA2 SUCLG1 SUPT16H SURF1 SVBP SYNE1 SYNGAP1 SYT1 SYT2 TAF1 TAF8 TAFAZZIN TANC2 TANGO2 TAOK1 TBC1D24 TBR1 TCF20 TCF4 TENT5A TET3 TFG TGFB3 TH THG1L TIMM50 TK2 TKFC TLK2 TMCO1 TMEM106B TMEM107 TMEM147 TMEM163 TMEM222 TMEM38B TMEM63A TMEM63C TMEM94 TMTC3 TNFRSF11A TNFRSF11B TNNC2 TNNT1 TNPO3 TNR TNRC6B TOR1A TPM2 TPM3 TRAF7 TRAPPC10 TRAPPC6B TRAPPC9 TRIM2 TRIM8 TRIO TRIP11 TRIP12 TRIP4 TRIT1 TRMT1 TRMT10A TRMU TRNT1 TRPM3 TRPV4 TRPV6 TRRAP TSEN15 TSEN2 TSEN34 TSEN54 TSHB TSHR TSPAN12 TSPOAP1 TTC5 TTI2 TTN TUBA1A TUBB TUBB2B TUBB3 TUBB4A TUBG1 UBA1 UBA2 UBE2A UBE3A UBE3B UBE3C UGDH UGP2 UNC80 UPB1 UQCRFS1 USH1C VAMP1 VARS1 VDR VLDLR VMA21 VPS13B VPS13D VPS33A VPS35L VPS41 VPS4A VPS51 VRK1 WAC WASF1 WASHC4 WDR26 WDR4 WDR45 WDR62 WDR73 WDR81 WLS WWOX XYLT1 YARS1 YARS2 YIF1B YME1L1 YY1 ZBTB11 ZBTB24 ZBTB7A ZC4H2 ZEB2 ZMIZ1 ZMYND11 ZNF142 ZNF148 ZNF407 ZNF408 ZNF592 ZNF711 ZSWIM6 HP_MOTOR_DETERIORATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MOTOR_DETERIORATION CLN5 CLN6 CLN8 FRRS1L GALC GRIN2A HGSNAT MECP2 NOTCH3 PAH PLEKHG4 PRKAR1B PSAP RBM28 SDHA SDHAF1 SDHB SDHD TK2 HP_MOTOR_NEURON_ATROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MOTOR_NEURON_ATROPHY AGTPBP1 ALS2 ANG ANXA11 ASAH1 ATXN2 ATXN3 C9orf72 CCNF CEP126 CFAP410 CHCHD10 CHMP2B CPLANE1 CYLD DAO DCTN1 EPHA4 ERBB4 EXOSC3 EXOSC8 EXOSC9 FIG4 FUS GLE1 GLT8D1 HNRNPA1 HNRNPA2B1 IGHMBP2 KIF5A MAPT MATR3 NEFH NEK1 OPTN PFN1 PON1 PON2 PON3 PPARGC1A PRKAR1B PRPH PSEN1 RBM28 SETX SIGMAR1 SLC25A46 SMN1 SMN2 SOD1 SPG11 SPTLC1 SQSTM1 TAF15 TARDBP TBK1 TFG TIA1 TREM2 TRPM7 TUBA4A UBA1 UBQLN2 UNC13A VAPB VCP VRK1 HP_MOTOR_POLYNEUROPATHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MOTOR_POLYNEUROPATHY AGRN AIFM1 ALAD ALDH18A1 ARL6IP1 BSCL2 CHAT COL13A1 CPOX CPSF3 CTDP1 GARS1 GJC2 HINT1 HMBS LYST MYO9A NEFL PPOX PRPS1 REEP1 RNASEH1 SCO2 SELENOI SLC12A6 SLC18A3 SLC25A1 SLC5A7 SNAP25 SPG11 SYNE1 SYT2 TFG TRPV4 UBA1 VAMP1 HP_MOTOR_REGRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MOTOR_REGRESSION ADH5 CLN8 COX15 DPH5 EPRS1 GLB1 HSD17B4 LRPPRC NDUFA6 NFU1 NGLY1 POLR3GL POLR3K SELENOI STN1 TRAPPC6B HP_MOTOR_SEIZURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MOTOR_SEIZURE AARS1 ABCC8 ACSF3 ACTL6B ADAM22 ADGRG1 ADGRV1 ADNP AFG3L2 AKT3 ALDH4A1 ALDH5A1 ALDH7A1 ALG13 ALG14 ALG2 AP2M1 AP3D1 APC2 ARFGEF1 ARHGEF9 ARX ASAH1 ASNS ASPA ATAD1 ATP1A2 ATP1A3 ATP2B1 ATP5F1A ATP5F1D ATP5F1E ATP5MK ATP6AP2 ATP6V0A1 ATP6V1A ATP7A ATPAF1 ATPAF2 ATXN10 BRAT1 BTD BUB1B CABP4 CACNA1A CACNA1B CACNA1C CACNA1D CACNA2D1 CACNB4 CAMK2A CAMK2B CAMTA1 CARS2 CASK CDC40 CDH2 CDK19 CDKL5 CELF2 CENPE CEP85L CHD2 CHD3 CHRNA2 CHRNA4 CHRNB2 CIC CILK1 CLCN2 CLCN3 CLCN4 CLN3 CLN5 CLN8 CLPB CNPY3 COG2 COL18A1 COQ5 COQ8A COX11 COX4I1 COX8A CPLX1 CRH CSNK2A1 CSNK2B CTNNA2 CTSD CUL3 CUX2 D2HGDH DALRD3 DCX DENND5A DEPDC5 DHDDS DHFR DHX16 DHX37 DMXL2 DNAJC5 DNM1 DNM1L DOCK7 DOHH DOLK DPAGT1 DPH5 DPM1 DPM2 DPYD DYRK1A EEF1A2 EFHC1 EHMT1 ELOVL4 EN1 EPM2A ERCC5 ERMARD EXOC7 EXOC8 EXOSC5 EXTL3 FAR1 FARS2 FBLN1 FBXO28 FGF12 FRRS1L FZR1 GABBR2 GABRA1 GABRA3 GABRA5 GABRB3 GABRD GABRG2 GAD1 GALC GAMT GBA1 GCDH GCK GLB1 GLYCTK GM2A GNAO1 GNB1 GNB2 GOLGA2 GOSR2 GPAA1 GPHN GRIA2 GRIA3 GRIK2 GRIN1 GRIN2A GRIN2B GRM7 GRN GUF1 HACE1 HCFC1 HCN1 HCN2 HCN4 HDAC4 HEXB HIBCH HID1 HK1 HNRNPU HYMAI IER3IP1 IFNG INS IQSEC2 IREB2 JRK KANSL1 KARS1 KCNA1 KCNA2 KCNB1 KCNC1 KCNC2 KCNJ11 KCNK4 KCNMA1 KCNQ2 KCNQ3 KCNQ5 KCNT1 KCNT2 KCTD7 KDM4B KDM5C KIF11 KIF1A KIF5A KIF5C KNSTRN LAMC3 LGI1 LMNB2 LNPK LONP1 MACF1 MAPK1 MAPK10 MAST3 MBOAT7 MDH2 MECP2 MED11 MED13 MFF MFSD8 MGAT2 MICAL1 MICOS13 MMACHC MT-ATP6 MT-ATP8 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-RNR1 MT-TF MT-TH MT-TI MT-TK MT-TL1 MT-TP MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTHFR MTHFS MTOR NACC1 NAPB NARS1 NAXD NAXE NBEA NCDN NDE1 NDUFA1 NDUFA2 NDUFAF3 NDUFAF6 NDUFAF8 NDUFV1 NECAP1 NEDD4L NEU1 NEUROD2 NEXMIF NGLY1 NHLRC1 NPRL2 NPRL3 NR4A2 NSD1 NSF NTNG1 NTRK2 NUS1 OGDHL OPHN1 PACS2 PAFAH1B1 PCDH12 PCDH19 PCYT2 PDHA1 PDX1 PEX3 PGAP2 PGAP3 PHACTR1 PHGDH PI4KA PIGA PIGL PIGM PIGP PIGQ PIGT PIGW PIK3CA PIK3CD PLAGL1 PLCB1 PLPBP PNKP POLG POMK POU4F1 PPFIBP1 PPIL1 PPP1R21 PPP3CA PRDM8 PRICKLE1 PRMT7 PRRT2 PRUNE1 PSAP PSAT1 PTEN PTPN23 PTRH2 PURA PYCR2 RAB18 RALGAPA1 RBL2 RELN RFX7 RNF13 RNU4ATAC ROGDI RPL10 RTN4IP1 RUSC2 SAMD12 SATB1 SCN1A SCN1B SCN2A SCN3A SCN8A SCN9A SDHA SDHAF1 SDHB SDHD SEPSECS SETBP1 SETD1B SETD2 SIK1 SLC12A5 SLC19A3 SLC1A2 SLC1A3 SLC1A4 SLC25A10 SLC25A12 SLC25A15 SLC25A22 SLC2A1 SLC32A1 SLC35A2 SLC35A3 SLC38A3 SLC6A1 SLC6A19 SLC9A6 SMARCA2 SMARCAL1 SMC1A SMS SNORD118 SPATA5 SPATA5L1 SPTAN1 SPTBN1 SQOR SRPX2 ST3GAL3 STAMBP STAT3 STRADA STX1B STXBP1 SUCLA2 SYNGAP1 SYNJ1 SZT2 TANGO2 TBC1D24 TBCD TBL1XR1 TGFB1 TIMM50 TMEM147 TMEM231 TMX2 TPK1 TRAPPC12 TRAPPC9 TRIM8 TRIT1 TRPM3 TSC1 TSC2 TSEN15 TSEN2 TSEN34 TSEN54 TUBA1A TUBA8 TUBB2A TUBB2B TUBB3 TUBG1 UBA5 UBE3A UFC1 UFSP2 UGDH VPS50 VPS53 WDR45 WDR45B YWHAG ZNF526 ZNHIT3 HP_MOTOR_TICS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MOTOR_TICS CEP152 COASY GNB1 GRIA1 HDC KCNN2 PANK2 PDGFB PTCHD1 SLITRK1 VPS13A HP_MOTTLED_PIGMENTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MOTTLED_PIGMENTATION DUOX2 HPGD KRT14 KRT5 LMNA LTV1 RECQL4 ZMPSTE24 HP_MOVEMENT_ABNORMALITY_OF_THE_TONGUE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MOVEMENT_ABNORMALITY_OF_THE_TONGUE ALS2 ATP13A2 EDN1 FRAS1 GAA GIPC1 GNAI3 LRP12 MTPAP NOTCH2NLC PLCB4 POLG RILPL1 SBF2 SH3TC2 TUBB4A HP_MOYAMOYA_PHENOMENON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MOYAMOYA_PHENOMENON ACTA2 ADAR BRCC3 GUCY1A1 IFIH1 LSM11 NFIA PCNT RNASEH2A RNASEH2B RNASEH2C RNF213 RNU7-1 SAMHD1 TREX1 HP_MUCOPOLYSACCHARIDURIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MUCOPOLYSACCHARIDURIA ARSB ARSK COL2A1 FUCA1 GALNS GLB1 GNPTAB GNPTG GNS GUSB HGSNAT IDS IDUA NAGLU NGLY1 PIK3C2A RMRP SGSH SUMF1 TRPV4 VPS33A HP_MUCOSAL_TELANGIECTASIAE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MUCOSAL_TELANGIECTASIAE ACVRL1 AKT1 ATM CAV1 CCN2 CCR6 CTC1 CTSA DDB2 ENG ERCC2 ERCC3 ERCC4 ERCC5 GDF2 GLA GNAQ HLA-DRB1 IRF5 KIAA0319L KLLN LBR LIG1 MASP1 NAGA NBN PCNA PEX6 PIK3CA PTEN RNF168 SASH1 SDHB SDHC SDHD SEC23B SETX SMAD4 USF3 XPA XPC HP_MULTICYSTIC_KIDNEY_DYSPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MULTICYSTIC_KIDNEY_DYSPLASIA ACTG2 AMER1 ARL3 ARL6 ARL6IP6 B3GLCT B4GAT1 B9D1 B9D2 BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BRD4 BUB1 BUB1B BUB3 CC2D2A CD96 CEP19 CEP290 CEP57 CFAP418 CHRM3 CSPP1 DHCR7 EYA1 FIBP FLI1 FRAS1 FREM2 GNA11 GPC3 GPC4 GREB1L GRIP1 HDAC4 HDAC8 HNF1B HOXD13 IFT172 IFT27 IFT74 INPP5E KAT6B LAMA3 LAMB3 LAMC2 LHX1 LIG1 LMOD1 LZTFL1 MBTPS2 MCTP2 MKKS MKS1 MYH11 MYLK NIPBL NPHP1 NPHP3 NRIP1 NXN OFD1 PAX2 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PIEZO2 PIGN PORCN RAD21 ROR2 RPGRIP1 RPGRIP1L RSPO2 SALL1 SCAPER SCLT1 SDCCAG8 SF3B2 SH2B1 SIX1 SIX5 SMC1A SMC3 SNRPB SPOP TCTN1 TCTN2 TCTN3 TFAP2A TMEM107 TMEM216 TMEM231 TMEM237 TMEM67 TRIM32 TRIP13 TTC8 TXNDC15 WDPCP WNT3 ZEB2 HP_MULTIFOCAL_CEREBRAL_WHITE_MATTER_ABNORMALITIES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MULTIFOCAL_CEREBRAL_WHITE_MATTER_ABNORMALITIES ADAR D2HGDH GAA IFIH1 LSM11 NOTCH3 PUS3 RNASEH2A RNASEH2B RNASEH2C RNU7-1 SAMHD1 SLC25A15 TRAPPC9 TREX1 HP_MULTIFOCAL_EPILEPTIFORM_DISCHARGES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MULTIFOCAL_EPILEPTIFORM_DISCHARGES ACTL6B ADK ALDH7A1 ALG1 ARFGEF1 ARX ASPA ATP1A3 CACNA1G CARS2 CASK CDKL5 CHD2 CLN5 CLTCL1 DEPDC5 DMXL2 DOCK7 DOLK DPYD FGF12 GABBR2 GABRA1 GABRG2 GNAO1 GNB1 GRIN1 GRM7 KCNA1 KCNMA1 KCNQ2 KCNT1 LRPPRC MECP2 MED13L MYD88 NEUROD2 NPRL2 NPRL3 PCDH19 PIGA PIGP PIGQ PIGT PLCB1 PLPBP PNKP PPP3CA SATB1 SCN1A SCN1B SCN2A SCN8A SCN9A SIK1 SLC12A5 SLC25A10 SLC25A22 SLC32A1 SPTBN1 ST3GAL5 STXBP1 SUOX TBC1D24 TRIM8 TUBB2A HP_MULTIFOCAL_SEIZURES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MULTIFOCAL_SEIZURES ADPRS ARV1 ATP1A3 BRAT1 CARS2 CDKL5 DNM1 FRRS1L GALNT2 NECAP1 PIGQ PIGS PPP2R5D SLC13A5 SMC1A TANGO2 TBCK TFE3 WARS2 HP_MULTINODULAR_GOITER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MULTINODULAR_GOITER ALMS1 DICER1 KEAP1 MAD1L1 SASH1 HP_MULTIPLE_BLADDER_DIVERTICULA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MULTIPLE_BLADDER_DIVERTICULA EFEMP2 FBLN5 LTBP1 LTBP4 MED12 HP_MULTIPLE_CAFE_AU_LAIT_SPOTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MULTIPLE_CAFE_AU_LAIT_SPOTS ABCB6 AKT1 ARL6IP6 ATM BRAF BRCA1 BRCA2 BRIP1 BUB1 BUB1B BUB3 CEP57 CIB1 ERCC4 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM GNA11 IL7 KDM5C KLLN KRAS MAD2L2 MAN1B1 MAP2K1 MAP2K2 MLH1 MSH2 MSH6 NF1 PALB2 PCNT PDE11A PIK3CA PLXND1 PMS2 PRKAR1A PTEN RAD51 RAD51C RERE REV3L RFWD3 SDHB SDHC SDHD SEC23B SLX4 SPRED1 TMC6 TMC8 TP63 TRIP13 TWIST2 UBE2T USF3 XRCC2 HP_MULTIPLE_ENCHONDROMATOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MULTIPLE_ENCHONDROMATOSIS COL2A1 IDH1 IDH2 MAD1L1 POLR1B POLR1C POLR1D PTH1R PTPN11 TCOF1 HP_MULTIPLE_EPIPHYSEAL_DYSPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MULTIPLE_EPIPHYSEAL_DYSPLASIA COL2A1 COL9A1 EIF2AK3 KIF7 MATN3 PEX7 PHYH RNU4ATAC SLC26A2 TRAPPC2 HP_MULTIPLE_EXOSTOSES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MULTIPLE_EXOSTOSES ALX4 EXT1 EXT2 MSX2 PTPN11 RAD21 SHOX TRPS1 HP_MULTIPLE_GASTRIC_POLYPS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MULTIPLE_GASTRIC_POLYPS APC BMPR1A ENG MSH3 SMAD4 STK11 TREX1 HP_MULTIPLE_GLOMERULAR_CYSTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MULTIPLE_GLOMERULAR_CYSTS HNF1B MT-ATP6 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TK MT-TL1 MT-TV MT-TW MYOCD NPHP3 HP_MULTIPLE_IMPACTED_TEETH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MULTIPLE_IMPACTED_TEETH CDH11 FLNA HOXD13 PTH1R SH3BP2 HP_MULTIPLE_JOINT_CONTRACTURES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MULTIPLE_JOINT_CONTRACTURES AARS1 ADAR ALG14 B3GALT6 BICD2 CARS1 CHRNG COL12A1 COL6A1 COL6A2 COL6A3 DNA2 DOK7 ERCC2 ERCC3 EXOSC9 FKRP FLNA FLRT1 GMPPB GPKOW GTF2E2 GTF2H5 IDH1 IFIH1 KIF21A KLC2 KY LARGE1 LMNA LSM11 MED12 MPLKIP MUSK MYBPC1 MYH7 MYOD1 MYOT NDE1 NUP88 PIGS PIP5K1C PMM2 POMT1 POMT2 RAPSN RBM28 RFC1 RNASEH2A RNASEH2B RNASEH2C RNF113A RNU7-1 RTTN RYR1 SAMHD1 SELENON SLC18A3 SLC1A4 SLC39A14 TARS1 TGM1 TOR1A TREX1 TRIP4 TTN TUBA1A UBA1 VPS11 ZMPSTE24 HP_MULTIPLE_JOINT_DISLOCATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MULTIPLE_JOINT_DISLOCATION B3GALT6 B3GAT3 CHST3 EXOC6B GNB2 GZF1 KIF22 RNU4ATAC HP_MULTIPLE_LENTIGINES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MULTIPLE_LENTIGINES BRAF DSTYK KITLG KRAS MAP2K1 MAP2K2 MAPK1 NRAS PDE11A PRKAR1A PTPN11 RAF1 SHOC2 SMARCAL1 STK11 HP_MULTIPLE_LIPOMAS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MULTIPLE_LIPOMAS ABCC6 AKT1 ALX1 ALX3 AP2S1 APC BMPR1A CCL2 CDKN1A CDKN1B CDKN2B CDKN2C ENPP1 FGFR1 FLCN FUZ GNA11 HEPACAM KCTD1 KRAS LEMD3 MEN1 MFN2 MSTO1 MT-ND5 MT-RNR1 MT-TF MT-TH MT-TK MT-TL1 MT-TP MT-TQ MT-TS1 MT-TS2 PIK3CA PTEN SPRED1 TBXT VANGL1 VANGL2 ZSWIM6 HP_MULTIPLE_MITOCHONDRIAL_DNA_DELETIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MULTIPLE_MITOCHONDRIAL_DNA_DELETIONS DGUOK DNA2 LIG3 MGME1 POLG POLG2 RRM2B SLC25A4 TWNK TYMP HP_MULTIPLE_MYELOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MULTIPLE_MYELOMA ASXL1 CCND1 GBA1 KIT LIG4 SRSF2 TET2 HP_MULTIPLE_PRENATAL_FRACTURES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MULTIPLE_PRENATAL_FRACTURES ACTA1 ASCC1 CCDC134 COL1A1 COL1A2 CRTAP KLHL40 KLHL41 LBR LMOD3 MBTPS2 MESD NEB P3H1 PPIB TAPT1 TPM3 TRIP4 HP_MULTIPLE_PULMONARY_CYSTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MULTIPLE_PULMONARY_CYSTS ABCA3 ATP11A DPP9 DSP FAM13A FLCN MUC5B PARN PI4KA RTEL1 SFTPA1 SFTPA2 SFTPC SREBF1 STN1 TERC TERT TTC7A WNT4 YARS1 HP_MULTIPLE_RENAL_CYSTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MULTIPLE_RENAL_CYSTS ALG5 ARVCF BAZ1B BCL7B BMPER BUD23 CCND1 CLIP2 COL4A1 COMT DACT1 DHX16 DNAJC30 EIF4H ELN FKBP6 FLNB GP1BB GTF2I GTF2IRD1 GTF2IRD2 HIRA JMJD1C LIMK1 LRP5 METTL27 MLXIPL NCF1 NOTCH2 OCRL PEX13 PKD2 PMM2 PRKCSH RFC2 RREB1 SALL1 SEC24C SEC63 STK11 STX1A TBL2 TBX1 TMEM270 TSC1 TSC2 UFD1 VHL VPS37D HP_MULTIPLE_RIB_FRACTURES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MULTIPLE_RIB_FRACTURES CREB3L1 CRTAP SERPINH1 TAPT1 TNFRSF11A TRIP11 HP_MULTIPLE_ROWS_OF_EYELASHES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MULTIPLE_ROWS_OF_EYELASHES CDH1 CTNND1 DLX4 FOXC2 HSPG2 PRR12 PUS1 TWIST2 YARS2 HP_MULTIPLE_SUTURE_CRANIOSYNOSTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MULTIPLE_SUTURE_CRANIOSYNOSTOSIS ARVCF COMT ERF FGFR2 GP1BB HIRA JMJD1C RREB1 SEC24C TBX1 TWIST1 UFD1 HP_MUSCLE_ABNORMALITY_RELATED_TO_MITOCHONDRIAL_DYSFUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MUSCLE_ABNORMALITY_RELATED_TO_MITOCHONDRIAL_DYSFUNCTION AARS2 AGK ATP5F1A BRAT1 CAV3 COA3 COA8 COX10 COX6A2 COX6B1 DGUOK DNA2 ETHE1 FARS2 FDX2 FOXRED1 GTPBP3 ISCU LIG3 LRPPRC MGME1 MIEF2 MRPL44 MSTO1 MT-ATP6 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TC MT-TE MT-TF MT-TK MT-TL1 MT-TL2 MT-TN MT-TQ MT-TS1 MT-TS2 MT-TT MT-TV MT-TW NDUFA1 NDUFA11 NDUFA4 NDUFA6 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB9 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NUBPL OPA1 PNPLA8 PNPT1 POLG POLG2 PUS1 RNASEH1 RRM2B SLC25A10 SLC25A4 SLC25A42 SUCLG1 SURF1 TACO1 TFAM TIMMDC1 TK2 TMEM126B TOP3A TRMT5 TRMU TWNK TYMP YARS2 HP_MUSCLE_FIBER_ATROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MUSCLE_FIBER_ATROPHY ACTA1 ACTN2 ADGRG6 AGRN ALDOA ALG14 ALS2 ANO5 CASQ1 CHAT CHRNA1 CHRNE CNBP COL13A1 COLQ CPT2 EMD FHL1 FUS GFPT1 GOLGA2 HACD1 HEXB HNRNPA2B1 HNRNPK IFIH1 ITGA7 LAMA2 LAMB2 LMNA LPIN1 MAP3K20 MT-CO1 MT-CO3 MYH7 MYL2 MYO9A OBSCN ORAI1 PLOD1 PNPT1 POLG RYR1 SARS2 SELENON SIGMAR1 SLC18A3 SLC25A1 SLC5A7 SNAP25 SPG11 SPTBN4 SPTLC1 STAC3 STIM1 SYNE1 SYNE2 SYT2 TK2 TMEM43 TPM2 TPM3 TRAPPC11 TRIP4 TTN VAMP1 VPS13A HP_MUSCLE_FIBER_CYTOPLASMATIC_INCLUSION_BODIES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MUSCLE_FIBER_CYTOPLASMATIC_INCLUSION_BODIES ACTA1 ALG14 ALG2 CASQ1 CFL2 COX11 DPAGT1 FHL1 FLNC GFPT1 GMPPB KBTBD13 KLHL40 KLHL41 KY LMOD3 MYH7 MYO18B MYOT MYPN NDUFB3 NEB NEFL ORAI1 PYROXD1 RYR1 RYR3 SMPX STIM1 TNNT1 TPM2 TPM3 HP_MUSCLE_FIBER_INCLUSION_BODIES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MUSCLE_FIBER_INCLUSION_BODIES ACTA1 ALG14 ALG2 CASQ1 CFL2 COX11 CRYAB DPAGT1 FHL1 FLNC GFPT1 GMPPB GNE GYG1 HNRNPA1 KBTBD13 KLHL40 KLHL41 KY LMOD3 MB MYH2 MYH7 MYO18B MYOT MYPN NDUFB3 NEB NEFL ORAI1 PYROXD1 RYR1 RYR3 SMPX STIM1 TNNT1 TPM2 TPM3 UNC45B HP_MUSCLE_FIBER_NECROSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MUSCLE_FIBER_NECROSIS ACTA1 BVES COL6A1 COL6A2 COL6A3 DHX16 MEGF10 MLIP PHKA1 POLG POPDC3 SGCA SGCG SMN1 TWNK VMA21 HP_MUSCLE_FIBER_SPLITTING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MUSCLE_FIBER_SPLITTING ACTA1 ADSS1 ALDOA ANO5 CAPN3 CHRNB1 CRYAB DNAJB6 DYSF FLNC LDB3 MAP3K20 NEB NEFH PLEC PLIN4 SGCG TNXB TRPV4 TTN HP_MUSCLE_FIBER_TUBULAR_INCLUSIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MUSCLE_FIBER_TUBULAR_INCLUSIONS ALG14 ALG2 CASQ1 DPAGT1 GFPT1 GMPPB ORAI1 STIM1 HP_MUSCLE_FIBRILLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MUSCLE_FIBRILLATION ADPRS AGTPBP1 AIFM1 ASAH1 ATP11A ATP1A2 ATXN10 ATXN3 BIN1 CACNA1A CCNF CFL2 CHCHD10 DENND5A DNM2 DYSF EGR2 EXOSC3 EXOSC8 EXOSC9 FXR1 GARS1 GYG1 HINT1 HSPB1 IFRD1 KCNK9 LGI3 MEGF10 MPZ MTMR14 MYF6 NDUFS4 NOP56 OPTN PMP22 POLG PRRT2 PRUNE1 PRX RMND1 RYR1 SBF1 SCN1A SETX SH3TC2 SLC25A21 SLC25A46 SLC52A2 SLC52A3 SMN1 SMN2 SPTLC1 SYT2 TBC1D24 TBCD TFG TOE1 TRAK1 TSPYL1 TTC19 TWNK UBA1 VCP VRK1 VWA1 HP_MUSCLE_FLACCIDITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MUSCLE_FLACCIDITY CACNA1S COL1A1 COL1A2 GABRA3 INPP5K KCNE3 KCNJ18 KCNJ2 KCNJ5 LAMP2 PEX1 PEX6 PLEC SCN4A SIL1 UBE3B HP_MUSCLE_HYPERTROPHY_OF_THE_LOWER_EXTREMITIES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MUSCLE_HYPERTROPHY_OF_THE_LOWER_EXTREMITIES ANO5 AR BIN1 CAPN3 CAV3 CHCHD10 CIDEC CLCN1 CRPPA DAG1 DHX16 DMD DNM2 DPM3 DYSF FKRP FKTN FRG1 GMPPB KCNA1 LAMA2 LARGE1 LIMS2 LMNA LTBP4 MAP3K20 MICU1 MTMR14 MYF6 MYH7 PLEC PLIN1 PMP22 POMGNT1 POMGNT2 POMT1 POMT2 POPDC3 RASA1 RYR1 SGCA SGCB SGCD SGCG SLC25A1 SMN1 SPG11 SRY TCAP TTN UNC45B VAPB HP_MUSCLE_SPASM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MUSCLE_SPASM ABCB6 ACADM ACADVL ALDH18A1 ALDH4A1 ALG14 ALG2 AMPD1 AMPD3 ANG ANXA11 AR ATP1A1 ATP2A1 ATXN1 ATXN2 ATXN3 BSCL2 CACNA1S CADM3 CARMIL2 CASQ1 CASR CAV3 CCNF CFAP410 CHCHD10 CHMP2B CHRNE CLCNKB COL1A1 COL4A1 COL5A1 COL5A2 CPT2 CRPPA CYP17A1 DAO DCTN1 DGUOK DLD DMD DNA2 DNAJC13 DNAJC6 DOK7 DPAGT1 EIF4G1 EPHA4 ERBB4 FAR1 FBXO38 FDX2 FIG4 FKRP FKTN FLVCR1 FUS GABRA3 GARS1 GBA1 GBE1 GBF1 GFM2 GFPT1 GIGYF2 GLA GLE1 GLT8D1 GMPPB GNA11 GNAS HADHA HADHB HEXB HHAT HINT1 HNRNPA1 HPDL HSPB1 HTRA2 ISCU KCNA1 KCNJ1 KCNJ18 KPNA3 KY LAMA2 LAMP2 LDHA LPIN1 LRP12 LRRK2 MAP3K20 MATR3 MFN2 MICU1 MLIP MORC2 MPZ MT-ATP6 MT-CO1 MT-CO3 NEFH NEFL NEK1 OBSCN OPA3 OPTN ORAI1 PARK7 PFKM PFN1 PGAM2 PGK1 PHKA2 PHKB PHKG2 PIGG PINK1 PMP22 PODXL POLG POLG2 POMT1 PON1 PON2 PON3 PPARGC1A PRKN PRPH PUS7 PYGL PYGM REEP1 RNASEH1 RRM2B RTN2 RYR1 SCN4A SH3TC2 SLC12A1 SLC12A3 SLC16A1 SLC25A4 SMN1 SMN2 SNCA SOD1 SQSTM1 STIM1 STT3A STX16 SVIL SYNJ1 TAF15 TARDBP TBK1 TFG TRAPPC11 TREM2 TRPM6 TRPM7 TWNK UBAP1 UBQLN2 UCHL1 UNC13A VAPB VCP VPS13C VPS35 WASHC5 HP_MUSCLE_STIFFNESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MUSCLE_STIFFNESS ABCD1 ACADVL ACTA1 ADAR ANO10 ANO5 AOPEP ARX ATAD1 ATP13A2 ATP2A1 CACNA1S CAV3 CAVIN1 CLCN1 CPT2 CRYAB DARS2 DHCR24 DNAJC6 DYSF FGFR1 GABRA3 GALC GLRA1 GLRB GPHN HINT1 HSPG2 IFIH1 INPP5K KAT6A KBTBD13 KCNA1 KCNJ18 KIF11 KIF1A KIF5A KLHL41 KPNA3 KRAS LDB3 LDHA LSM11 MAPT MLIP MT-ATP6 MYO5A MYOT MYPN NEB PANK2 PFKM PHKA1 PI4KA PODXL POLG PRKAR1B PSAP PYGM REEP2 RNASEH2A RNASEH2B RNASEH2C RNU4ATAC RNU7-1 RYR1 SAMHD1 SCN4A SIL1 SLC16A1 SLC2A1 SLC6A5 SPAST SPG7 STIM1 SYNJ1 TK2 TNFRSF1A TPM2 TPM3 TREX1 VAMP1 ZFYVE26 HP_MUSCLE_WEAKNESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MUSCLE_WEAKNESS AAAS AARS1 AARS2 ABCA1 ABCA2 ABCB6 ABCC8 ABCD1 ABHD16A ABHD5 ACAD9 ACADM ACADVL ACBD5 ACOX1 ACTA1 ACTL6B ACTN2 ACY1 ADA2 ADAR ADCY5 ADCY6 ADGRG1 ADK ADNP ADPRS ADSS1 AFG3L2 AGK AGL AGRN AGTPBP1 AHCY AIFM1 AK9 AKT1 ALAD ALAS2 ALDH18A1 ALDOA ALG13 ALG14 ALG2 ALS2 AMER1 AMPD1 AMPD3 ANG ANK1 ANKH ANO5 ANOS1 ANTXR1 ANXA11 AP2S1 AP3B2 AP3D1 AP5Z1 APTX AR ARMC5 ARSA ARV1 ARX ASAH1 ASCC1 ASPA ATG7 ATL1 ATL3 ATP13A2 ATP13A3 ATP1A1 ATP1A2 ATP1A3 ATP2A1 ATP5F1A ATP5F1D ATP5F1E ATP5MC3 ATP5MK ATP6V1A ATP6V1E1 ATP7A ATP7B ATP9A ATPAF1 ATPAF2 ATRX ATXN1 ATXN2 ATXN3 ATXN7 B3GALNT2 B4GALNT1 B4GAT1 BAG3 BAP1 BCOR BCS1L BICD2 BICRA BIN1 BMP6 BMS1 BOLA3 BRAF BRCC3 BSCL2 BSND BTD BTNL2 BVES C19orf12 C9orf72 CACNA1A CACNA1B CACNA1G CACNA1S CACNA2D1 CADM3 CAMK2B CAMLG CAPN1 CAPN3 CASK CASQ1 CASR CAV1 CAV3 CAVIN1 CBL CCDC141 CCDC174 CCDC78 CCN2 CCN6 CCND1 CCNF CCR6 CD59 CDC73 CDH23 CDK19 CDKL5 CDKN2A CELF2 CEP126 CFAP410 CFL2 CHAT CHCHD10 CHD7 CHKB CHMP2B CHP1 CHRNA1 CHRNB1 CHRND CHRNE CHST14 CLCN1 CLCN2 CLCN7 CLCNKA CLCNKB CLP1 CLTC CNBP CNKSR2 CNNM2 CNOT1 CNTN1 CNTNAP1 COA7 COA8 COG8 COL12A1 COL13A1 COL1A1 COL1A2 COL25A1 COL4A1 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 COL9A1 COL9A2 COL9A3 COLQ COQ2 COQ4 COQ6 COQ7 COQ8A COX10 COX20 COX4I1 COX6A1 COX6A2 COX6B1 CPLANE1 CPLX1 CPOX CPT1A CPT1C CPT2 CRLF1 CRPPA CRYAB CTNNB1 CYFIP2 CYP11B1 CYP11B2 CYP27A1 CYP27B1 CYP2R1 CYP7B1 D2HGDH DAG1 DALRD3 DAO DARS2 DCAF8 DCC DCTN1 DDHD1 DDHD2 DES DGUOK DHDDS DHFR DHH DHTKD1 DHX16 DKK1 DLL4 DMD DMP1 DMPK DMXL2 DNA2 DNAJB2 DNAJB4 DNAJB6 DNAJC19 DNM1 DNM2 DNMT1 DNMT3B DOK7 DOLK DPAGT1 DPM2 DPM3 DSE DSTYK DUSP6 DYM DYNC1H1 DYSF EARS2 EBF3 EEF1A2 EGR2 EHHADH EIF2AK3 EIF2B2 EIF2B3 ELOVL5 ELP2 EMD EMILIN1 ENPP1 EPB42 EPHA4 ERBB4 ERCC6 ERCC8 ERGIC1 ERLIN2 ETFA ETFB ETFDH EXOC8 EXOSC3 EXOSC5 EXOSC8 EXOSC9 EXTL3 EYA1 FA2H FAM111B FAR1 FARS2 FBLN5 FBN1 FBXO28 FBXO38 FDX2 FEZF1 FGD4 FGF12 FGF13 FGF17 FGF23 FGF8 FGFR1 FHL1 FIG4 FIP1L1 FKBP14 FKRP FKTN FLAD1 FLI1 FLNC FLRT3 FLVCR1 FMR1 FOXC2 FOXE1 FOXRED1 FRG1 FUCA1 FUS FXN FXR1 FXYD2 FZR1 GAA GABBR2 GABRA2 GABRA3 GABRA5 GABRB2 GABRG2 GALC GAN GARS1 GATM GBA2 GBE1 GBF1 GCH1 GCK GDAP1 GEMIN4 GFAP GFER GFM2 GFPT1 GGPS1 GIPC1 GJA1 GJB1 GJC2 GLE1 GLT8D1 GM2A GMPPB GNA11 GNAO1 GNAS GNB1 GNB2 GNB4 GNB5 GNE GNPTAB GOSR2 GPHN GPI GRIA3 GRIN1 GRIN2A GRIN2D GRM7 GSN GTPBP2 GYG1 HACD1 HADHA HADHB HAMP HARS1 HCN1 HESX1 HEXA HEXB HFE HINT1 HIVEP2 HJV HK1 HLA-B HLA-DQB1 HLA-DRB1 HMBS HNRNPA1 HNRNPA2B1 HNRNPDL HNRNPK HOXB1 HPRT1 HS6ST1 HSD17B10 HSPB1 HSPB3 HSPB8 HSPD1 HSPG2 HTT HYCC1 IBA57 IDS IFIH1 IFRD1 IFT140 IGHMBP2 IL12B IL17RD IMPDH2 INF2 INPP5E INPP5K IRAK1 IREB2 IRF2BP2 IRF4 IRF5 ISCU ITGA7 ITGB4 ITPR3 JAG1 JAG2 JPH1 KARS1 KBTBD13 KCNA1 KCNA2 KCNB1 KCNC2 KCNE3 KCNJ1 KCNJ10 KCNJ11 KCNJ18 KCNJ2 KCNJ5 KCNK9 KIF1A KIF1B KIF5A KLHL24 KLHL40 KLHL41 KLHL9 KMT2D KPNA3 KRAS KY L1CAM LAMA2 LAMB2 LAMP2 LARGE1 LBR LDB3 LEMD2 LGI4 LIG3 LIMS2 LIPE LITAF LMNA LMNB1 LMOD3 LPIN1 LRIF1 LRP12 LRP4 LRP5 LRPPRC LRSAM1 LTBP4 LYRM4 LYRM7 LYST LZTR1 MAP2K2 MAP3K20 MAPT MARS1 MATR3 MB MCM3AP MDH2 MECR MED25 MEGF10 MEN1 MFF MFN2 MFSD2A MGME1 MICOS13 MICU1 MIEF2 MINPP1 MLIP MLX MME MORC2 MPV17 MPZ MRAS MRPL12 MRPS2 MRPS25 MSTO1 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TE MT-TF MT-TH MT-TI MT-TK MT-TL1 MT-TL2 MT-TN MT-TP MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTAP MTHFR MTM1 MTMR14 MTMR2 MTRFR MTTP MUSK MYBPC1 MYF6 MYH14 MYH2 MYH3 MYH7 MYL1 MYL2 MYMK MYMX MYO9A MYOT MYPN NABP1 NACC1 NADK2 NAGA NAGLU NARS2 NBN NDE1 NDNF NDP NDRG1 NDUFA1 NDUFA10 NDUFA11 NDUFA13 NDUFA6 NDUFA8 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF6 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB9 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NEB NECAP1 NEFH NEFL NEK1 NEU1 NEUROD2 NF1 NF2 NFE2L2 NFU1 NGLY1 NIPA1 NKX2-1 NKX2-5 NOD2 NONO NOP56 NOTCH2NLC NPM1 NR3C1 NR4A2 NRAS NSUN3 NTNG2 NTRK2 NUBPL NUMA1 NUP54 NUP62 NUS1 NUTM2B-AS1 OAT OBSCN OPA1 OPTN ORAI1 OSTM1 P4HA2 PABPN1 PACS2 PAFAH1B1 PARS2 PAX7 PAX8 PCLO PCNA PDCD1 PDE11A PDGFB PDK3 PDXK PET100 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PFKM PFN1 PGAP2 PGK1 PGM1 PGM2L1 PHACTR1 PHKA1 PHKA2 PHKB PHKG2 PHYH PI4KA PIEZO2 PIGF PIGN PIGP PIGQ PIK3CA PIK3R5 PLA2G6 PLAA PLEC PLEKHG5 PLIN4 PLOD1 PLP1 PLXND1 PML PMM2 PMP2 PMP22 PMPCA PMPCB PNKD PNKP PNPLA2 PNPLA6 PNPLA8 PNPT1 POGLUT1 POLG POLG2 POLR3A POLR3GL POLRMT POMGNT1 POMGNT2 POMK POMT1 POMT2 PON1 PON2 PON3 POPDC3 POU3F4 PPARGC1A PPOX PPP1R15B PPP3CA PREPL PRKACA PRKAR1A PRNP PROK2 PROKR2 PRORP PRPH PRPS1 PRRT2 PRX PSAP PSMB8 PTDSS1 PTEN PTPN11 PTPN22 PTRH2 PTS PUF60 PUS1 PYGM PYROXD1 RAB7A RAF1 RAI1 RALGAPA1 RANBP2 RAPSN RARA RARS1 RARS2 RASA1 RASA2 RBCK1 REEP1 RELA REV3L RFC1 RILPL1 RIT1 RNASEH1 RNF170 RNU12 RPS6KA3 RRAS RRAS2 RRM2B RTN2 RUSC2 RXYLT1 RYR1 RYR3 SACS SALL4 SARDH SARS1 SAT1 SBF1 SBF2 SCN11A SCN1A SCN1B SCN2A SCN3A SCN4A SCN8A SCNN1A SCNN1B SCNN1G SCO2 SCYL1 SCYL2 SDHA SDHAF1 SDHB SDHD SECISBP2 SELENON SEMA3A SEMA3E SEPTIN9 SERPING1 SETX SFRP4 SGCA SGCB SGCD SGCG SH3TC2 SHMT2 SIGMAR1 SIK1 SIL1 SIX1 SIX5 SKI SLC12A1 SLC12A3 SLC12A6 SLC13A5 SLC16A2 SLC18A2 SLC18A3 SLC19A3 SLC1A2 SLC22A5 SLC25A1 SLC25A12 SLC25A19 SLC25A20 SLC25A21 SLC25A22 SLC25A24 SLC25A26 SLC25A4 SLC25A42 SLC25A46 SLC26A4 SLC2A3 SLC32A1 SLC33A1 SLC34A1 SLC34A2 SLC34A3 SLC35A2 SLC38A3 SLC39A14 SLC39A8 SLC4A1 SLC52A2 SLC52A3 SLC5A6 SLC5A7 SLC7A7 SLC9A7 SMARCAL1 SMARCB1 SMARCE1 SMCHD1 SMN1 SMN2 SMO SMPD1 SMPX SNAP25 SNAP29 SNX10 SOD1 SORD SOS1 SOS2 SOST SOX10 SPARC SPART SPAST SPEG SPG11 SPG21 SPG7 SPP1 SPR SPRED2 SPRY4 SPTA1 SPTB SPTBN2 SPTBN4 SPTLC1 SPTLC2 SQSTM1 SRPX2 STAC3 STAG2 STAT1 STAT3 STAT4 STAT5B STIM1 SUCLA2 SUCLG1 SUFU SUPT16H SURF1 SVIL SYNE1 SYNE2 SYNGAP1 SYNJ1 SYT2 SZT2 TACR3 TAF15 TAFAZZIN TANGO2 TARDBP TBCD TBCE TBCK TBK1 TBL1XR1 TCAP TCIRG1 TCN2 TDP1 TERT TFAP2A TFG TGFB1 TGM6 TIA1 TIMM50 TIMMDC1 TK2 TMEM126B TMEM165 TMEM43 TMEM63A TNFRSF11B TNNC2 TNNT1 TNPO3 TNR TNXB TOE1 TOP3A TOR1A TOR1AIP1 TP53 TPI1 TPM2 TPM3 TRAF7 TRAK1 TRAPPC11 TRAPPC6B TRDN TREM2 TREX1 TRH TRIM2 TRIM32 TRIM8 TRIP4 TRMT1 TRMT10A TRMT5 TRMU TRPM7 TRPV4 TSFM TSHR TTC19 TTN TTPA TTR TUBB3 TUBB6 TWNK TYMP UBA1 UBA2 UBA5 UBAP1 UBE2T UBE3B UBQLN2 UFC1 UNC13A UNC45B UQCC3 UQCRFS1 USP48 USP8 VAMP1 VAPB VARS1 VARS2 VCP VDR VHL VMA21 VPS13A VPS13D VPS50 VRK1 VWA1 WARS1 WARS2 WASHC5 WDR11 WWOX XK XRCC1 XRCC2 XYLT2 YARS1 YARS2 YME1L1 YWHAG YY1 ZBTB16 ZC4H2 ZFHX4 ZFTA ZFYVE26 ZFYVE27 ZNF526 ZNRF3 HP_MUSCULAR_DYSTROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MUSCULAR_DYSTROPHY ACTA1 AHCY ANO5 B3GALNT2 B4GAT1 BAG3 BUB1 BUB1B BUB3 BVES CAPN3 CAV3 CAVIN1 CEP57 CHKB COL12A1 COL4A1 COL6A1 COL6A2 COL6A3 CRPPA CRYAB DAG1 DMD DNAJB6 DPM1 DPM3 DYSF EMD FHL1 FKRP FKTN FRG1 GK GMPPB HNRNPA1 HNRNPDL INPP5K ITGA7 ITGB4 JAG2 LAMA2 LARGE1 LIMS2 LIPE LMNA MYH7 NPPA NR0B1 PIEZO2 PLEC PLIN4 PNKP POGLUT1 POMGNT1 POMGNT2 POMK POMT1 POMT2 RXYLT1 RYR1 SCN5A SELENON SGCA SGCB SGCD SGCG SIL1 SMCHD1 SYNE1 SYNE2 TCAP TMEM43 TNPO3 TOR1AIP1 TRAPPC11 TRIM32 TRIP13 TRIP4 TTN HP_MUSCULAR_VENTRICULAR_SEPTAL_DEFECT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MUSCULAR_VENTRICULAR_SEPTAL_DEFECT ALG12 ATP6V0A2 DNAJC19 DPH2 DPH5 DSG1 GATA6 GET3 GJA5 GJA8 GNB2 MAP3K7 MYBPC3 MYCN NSD1 NUP188 PLD1 PPP2CA PSMC1 RNU4ATAC RPL3L STAG2 SVBP THOC6 WBP11 HP_MUTISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MUTISM ACTB ACTG1 ADAMTS2 ADAMTSL2 AMER1 ASAH1 ATP1A3 CDKL5 CHCHD10 CHMP2B CKAP2L COL1A1 COL1A2 COX7B CSF1R EHMT1 FGFR1 FTL FUS GABBR2 GLE1 GRIN1 GRIN2A GRN HCCS HNRNPA1 HNRNPA2B1 HTT KRAS MAPT MECP2 NDUFA6 NDUFB11 NTNG1 PIK3C2A PLEC PRDM8 PRPS1 PSEN1 SETBP1 SLC19A3 SLC2A3 SLC9A6 SMARCA2 SMC1A SQSTM1 TARDBP TBK1 TBP TCF4 TMEM106B TRANK1 TREM2 UBE3C VCP HP_MYALGIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MYALGIA ACAD9 ACADM ACADVL ACP5 ADA2 ALDH4A1 ALDOA ALMS1 AMPD1 AMPD3 ANK1 ANKRD55 ANO5 APC ARVCF ASXL1 ATP2A1 BIN1 BVES C4A CAPN3 CASQ1 CAV3 CAVIN1 CCDC78 CCR1 CD247 CHCHD10 CLCN1 CLCNKB CNBP COMT COX6B1 CPT2 CR2 CRPPA CTLA4 CTNNB1 DCC DGUOK DMD DNA2 DNAJB6 DNAL4 DNASE1L3 DNM1L DNM2 DSE DYSF ENO3 EPB42 ERAP1 EXT1 EXT2 FAS FDX2 FKRP FKTN FLNC FMR1 GLA GP1BB HADHA HADHB HIRA HLA-B HLA-DPA1 HLA-DPB1 HLA-DRB1 HNRNPA1 HPDL HSPG2 IFNGR1 IGHG2 IGKC IL10 IL12A IL12A-AS1 IL12B IL23R IL2RA IL2RB IRF4 JMJD1C KIT KLRC4 KY LBR LDHA LMNA LMNB1 LPIN1 LPIN2 MATR3 MDM4 MEFV MIEF2 MLIP MLX MOCOS MRPS2 MSTO1 MT-CO1 MT-CO3 MT-TE MT-TK MT-TL1 MTMR14 MTTP MVK MYF6 MYH7 MYOT NLRC4 NLRP12 NLRP3 NOD2 NTN1 OBSCN OPA1 ORAI1 OTULIN P4HA2 PDGFRA PFKM PGAM2 PGK1 PHKA1 PHKA2 PHKB PHKG2 PNPLA2 POLG POLG2 POLR3A POMT1 PPARG PRDM5 PRORP PRTN3 PTPN2 PTPN22 PYGM RAD51 RBCK1 RNASEH1 RREB1 RRM2B RYR1 SCN4A SCN9A SDHA SEC24C SH3TC2 SLC12A3 SLC25A4 SLC25A42 SLC4A1 SPTA1 SPTB SRSF2 STAT4 STIM1 SVIL TBX1 TET2 TK2 TLR4 TMEM126B TNFRSF1A TNXB TRAPPC11 TRIM32 TWNK UBAC2 UFD1 VCP VWA1 ZNF469 HP_MYDRIASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MYDRIASIS ACTA2 ATP1A2 ATP1A3 BAP1 CACNA1A CYSLTR2 GNA11 GNAQ LOXL1 MYH11 MYL9 OSTM1 PEX10 SF3B1 SLC1A3 TMEM53 HP_MYELIN_OUTFOLDINGS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MYELIN_OUTFOLDINGS MPZ MTMR2 NEFL PMP22 SBF1 SBF2 SOX10 HP_MYELODYSPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MYELODYSPLASIA ADA2 ADH5 ANAPC1 ASXL1 ATRX BLM BRAF BRCA1 BRCA2 BRIP1 BUB1 BUB1B BUB3 CALR CDKN2A CEP57 CHEK2 CLPB CSF3R DDX41 DKC1 DNAJC21 EFL1 ELANE ERBB3 ERCC4 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM GATA1 GATA2 GFI1 GINS1 GNB1 H4C9 HAX1 HEATR3 HSCB HSPA9 JAK2 KIT LIG4 MAD2L2 MDM2 MPL MYSM1 NAF1 NAGS NBEAL2 NF1 PALB2 PTPN11 RAD51 RAD51C RAF1 RECQL4 RFWD3 RPA1 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS14 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RUNX1 SAMD9 SAMD9L SBDS SF3B1 SH2B3 SLX4 SMARCD2 SRP19 SRP54 SRP72 SRSF2 TCIRG1 TERC TERT TET2 THPO TINF2 TP53 TRIP13 TSR2 UBA1 UBE2T XRCC2 HP_MYELOFIBROSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MYELOFIBROSIS CALR GFI1B JAK2 MPIG6B MPL NBEAL2 SH2B3 SHOC2 SRC TBXAS1 TET2 TLR8 TP53 HP_MYELOID_LEUKEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MYELOID_LEUKEMIA ARHGAP26 ASXL1 BRAF CBL DNMT3A F13A1 F13B GATA2 IDH1 KIT KRAS MAP2K1 NF1 NRAS PTPN11 SAMD9L SETBP1 SRSF2 TERC TERT TET2 HP_MYELOMENINGOCELE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MYELOMENINGOCELE ALX4 ARPC4 BMPER CCL2 DACT1 FLNA FRAS1 FREM2 FUZ GLI3 GRIP1 H19 HES7 HNRNPK IGF2 KCNQ1OT1 MSX2 OFD1 PAX3 PORCN SC5D SIN3A SMO SNRPB TBXT VANGL1 VANGL2 ZIC3 HP_MYELOPATHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MYELOPATHY ABCD1 ARSB BTD COL2A1 CYP27A1 DKK1 EXT1 EXT2 GALNS GLB1 GNPTAB NAXE NF2 NMNAT1 RASA1 HP_MYELOPROLIFERATIVE_DISORDER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MYELOPROLIFERATIVE_DISORDER ABL1 ALAD ASXL1 BCR CALR GATA1 GATA2 JAK2 KIT MPL PDGFRA PDGFRB RUNX1 SH2B3 SRSF2 TET2 HP_MYOCARDIAL_FIBROSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MYOCARDIAL_FIBROSIS ACTC1 ALMS1 DOLK FKTN FLNC JPH2 KIF20A LAMP2 LMNA MYH7 MYL2 MYPN PPA2 RPL3L SERPINE1 TNNI3 TNNT2 TRIM37 HP_MYOCARDIAL_INFARCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MYOCARDIAL_INFARCTION ABCA1 ABCC6 ABCC9 ABCG5 ABCG8 ADAMTS13 APOB ATRX BAZ1B BCHE BCL7B BRAF BUD23 C4A CALR CBS CCND1 CCR1 CDH23 CELA2A CEP19 CFTR CLIP2 CTNNB1 CYP27A1 DNAJC30 DYRK1B EIF4H ELN ENPP1 EPOR ERAP1 FAS FKBP6 GATA4 GATA5 GATA6 GJA5 GLA GTF2I GTF2IRD1 GTF2IRD2 HGD HLA-B IFNGR1 IKZF1 IL10 IL12A IL12A-AS1 IL12B IL23R IRF4 JAK2 KCNA5 KCNE1 KCNE2 KCNJ2 KCNJ3 KCNJ5 KCNQ1 KLRC4 LDLR LDLRAP1 LIMK1 LMNA LPL LRP6 MEF2A MEFV METTL27 MLX MLXIPL MPL MYH9 MYL4 NCF1 NKX2-5 NKX2-6 NPPA NR3C1 NUP155 PCSK9 PIGA PITX2 PTPN11 RAF1 RFC2 SCN1B SCN2B SCN3B SCN4B SCN5A SCNN1A SCNN1B SCNN1G SH2B3 SLC2A10 STAT4 STX1A TBL2 TET2 THOC2 TLR4 TMEM270 TP53 TTN UBAC2 USP48 USP8 VHL VPS37D WRN ZMPSTE24 HP_MYOCARDITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MYOCARDITIS CCND1 GPX4 IRF4 PPA2 SLC2A10 VHL HP_MYOCLONIC_ABSENCE_SEIZURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MYOCLONIC_ABSENCE_SEIZURE CACNA1H DHDDS FRRS1L GABRA1 GABRB3 GABRG2 GRIN2A JRK KCNMA1 NADK2 SCN1A SETD1B SLC2A1 SYNGAP1 HP_MYOCLONIC_SEIZURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MYOCLONIC_SEIZURE AARS1 ABCC8 ADGRG1 ADGRV1 AFG3L2 ALDH5A1 ALDH7A1 ALG13 AP2M1 AP3D1 APC2 ARFGEF1 ARX ASAH1 ATP5F1A ATP5F1D ATP5F1E ATP5MK ATP6V1A ATPAF1 ATPAF2 BRAT1 BTD BUB1B CACNA1A CACNA1B CACNA1C CACNA1D CAMK2A CAMTA1 CARS2 CDC40 CDKL5 CEP85L CHD2 CHD3 CIC CILK1 CLCN2 CLCN3 CLN3 CLN5 CLN8 CLPB CNPY3 COL18A1 COX8A CPLX1 CSNK2B CTNNA2 CTSD CUX2 D2HGDH DALRD3 DENND5A DHDDS DHFR DMXL2 DNAJC5 DNM1 DNM1L DPAGT1 DPH5 DPM1 DPM2 DYRK1A EEF1A2 EFHC1 ELOVL4 EPM2A EXOC7 EXOC8 EXOSC5 EXTL3 FARS2 FBXO28 FZR1 GABBR2 GABRA1 GABRA5 GABRB3 GABRD GABRG2 GAD1 GALC GAMT GBA1 GCK GLB1 GM2A GNB1 GOSR2 GPAA1 GPHN GRIK2 GRIN1 GRIN2A GRIN2B GRN HACE1 HCN1 HCN4 HEXB HID1 HYMAI IER3IP1 INS KCNA2 KCNC1 KCNC2 KCNJ11 KCNMA1 KCNQ2 KCNT1 KCNT2 KCTD7 KIF11 KNSTRN LMNB2 LNPK MACF1 MAPK10 MAST3 MBOAT7 MDH2 MECP2 MED11 MFSD8 MICOS13 MT-ATP6 MT-ATP8 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-RNR1 MT-TF MT-TH MT-TI MT-TK MT-TL1 MT-TP MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTHFR NARS1 NAXE NBEA NCDN NDE1 NDUFA1 NDUFAF3 NDUFV1 NEU1 NEXMIF NGLY1 NHLRC1 NSD1 NTNG1 NUS1 OPHN1 PACS2 PAFAH1B1 PCDH12 PCDH19 PDX1 PGAP2 PGAP3 PHGDH PIGA PIGL PIGQ PIGT PIK3CD PLAGL1 PLCB1 PLPBP POLG POU4F1 PPFIBP1 PPIL1 PPP1R21 PPP3CA PRDM8 PRICKLE1 PRUNE1 PSAP PTEN PTPN23 PTRH2 PYCR2 RAB18 RBL2 RFX7 ROGDI RTN4IP1 SAMD12 SATB1 SCN1A SCN1B SCN2A SCN9A SDHA SDHAF1 SDHB SDHD SEPSECS SETD1B SETD2 SIK1 SLC12A5 SLC1A2 SLC25A15 SLC25A22 SLC2A1 SLC38A3 SLC6A1 SMC1A SMS SPATA5 SPATA5L1 ST3GAL3 STAT3 STX1B STXBP1 SYNGAP1 SYNJ1 TANGO2 TBC1D24 TGFB1 TMEM231 TRAPPC9 TRIT1 TSEN15 TSEN2 TSEN34 TSEN54 UFC1 VPS53 YWHAG ZNF526 HP_MYOCLONIC_SPASMS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MYOCLONIC_SPASMS AKT1 BAP1 BRAT1 GNAS INPP5E MOCS1 MOCS2 MT-ATP6 NF2 PDGFB PIK3CA SLC1A4 SMARCB1 SMARCE1 SMO STX16 SUFU TERT TRAF7 TXN2 HP_MYOCLONIC_STATUS_EPILEPTICUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MYOCLONIC_STATUS_EPILEPTICUS ASAH1 FBXO28 GOSR2 KCTD7 SLC1A2 HP_MYOCLONUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MYOCLONUS AARS1 ABCA7 ABCD1 ACTL6B ADAR ADCY5 ADRA2B ADSL AFF3 AFG3L2 AKT1 AKT3 AMT ANO3 AP2M1 AP3B2 AP5Z1 APOE APP ARV1 ARX ASAH1 ATAD1 ATM ATN1 ATP13A2 ATP1A2 ATP1A3 ATP6V0A1 ATP6V1A ATP6V1B2 ATXN2 BAP1 BOLA3 BRAT1 BSCL2 CACNA1A CACNA1B CACNA1E CACNA1H CACNA2D1 CACNB4 CARS2 CASK CASR CCDC88A CDK19 CDKL5 CELF2 CERS1 CHD2 CHMP2B CIC CILK1 CIZ1 CLCN2 CLCN4 CLN3 CLN5 CLN6 CLN8 CLPB CLTC CNKSR2 CNPY3 CNTN2 COG8 COQ2 COQ5 COQ8A COX4I1 CPLX1 CRLS1 CSTB CTNND2 CTSF CUX2 CYFIP2 CYP27A1 DAB1 DALRD3 DDC DENND5A DHDDS DHFR DMXL2 DNAJC5 DNAJC6 DNM1 DOCK7 DRD2 DTYMK EEF1A2 EFHC1 EIF2AK2 ELOVL5 EPM2A FARS2 FBXO28 FBXO7 FGF12 FGF13 FOXRED1 FRMD5 FRRS1L FTL FZR1 GABBR2 GABRA1 GABRA2 GABRA5 GABRB2 GABRB3 GABRD GABRG2 GALC GAMT GBA1 GFAP GLB1 GLDC GLRA1 GLRB GLRX5 GLYCTK GNA11 GNAO1 GNAS GNB1 GOSR2 GPHN GRIA3 GRIK2 GRIN1 GRIN2A GRIN2B GRIN2D GRM7 GUF1 HCN1 HEXB HIBCH HLA-DQB1 HMGCL HNRNPU HTT INPP5E IRF4 JAG1 JRK KCNA1 KCNA2 KCNB1 KCNC1 KCNC2 KCNC3 KCND3 KCNN2 KCNQ2 KCNQ3 KCTD17 KCTD7 KIF1B KIF1C KIF5A KMT2B LIAS LIG3 LMNB2 MAPK10 MAPT MARCHF6 MECP2 MECR MINPP1 MOCS1 MOCS2 MRE11 MT-ATP6 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TI MT-TK MT-TL1 MT-TP MT-TQ MT-TS1 MT-TS2 MT-TW MTOR MTPAP NAGA NARS1 NAXD NDUFA1 NDUFA4 NDUFAF3 NDUFV1 NECAP1 NEU1 NEUROD2 NF2 NFASC NFU1 NGLY1 NHLRC1 NHLRC2 NKX2-1 NOL3 NOP56 NPTX1 NTNG1 NTRK2 NUP214 NUP54 NUP62 NUS1 OCA2 PACS2 PARS2 PCDH19 PDGFB PDHA1 PET100 PGAP2 PGAP3 PGM3 PHACTR1 PIGA PIGL PIGO PIGP PIGQ PIGV PIGW PIGY PIK3CA PLA2G6 PLCB1 PLPBP PNKP PNPO PODXL POLG POLR1C POMGNT1 PPP3CA PPT1 PRDM8 PRDX3 PRICKLE1 PRKCG PRNP PRRT2 PSAP PSAT1 PSEN1 PSEN2 PTCD3 PTS PURA QDPR RAPGEF2 RFT1 RMND1 RORA RORB SAMD12 SATB1 SC5D SCARB2 SCN1A SCN1B SCN2A SCN3A SCN8A SCN9A SDHA SDHD SEMA6B SERPINI1 SGCE SIK1 SLC13A5 SLC1A2 SLC1A4 SLC25A10 SLC25A12 SLC25A19 SLC25A22 SLC25A46 SLC2A1 SLC2A3 SLC32A1 SLC38A3 SLC6A1 SLC6A5 SLC7A6OS SMARCB1 SMARCE1 SMC1A SMO SMS SNCA SORL1 SOX10 SPTAN1 ST3GAL3 ST3GAL5 STAMBP STARD7 STX16 SUCLG1 SUFU SYNGAP1 SYNJ1 SZT2 TAF1 TBC1D24 TBP TERT TH THAP1 TIMMDC1 TMEM231 TNRC6A TOE1 TOMM40 TOR1A TPP1 TRAF7 TRAK1 TRAPPC12 TREM2 TRIM8 TSEN54 TSPOAP1 TSPYL1 TWNK TXN2 TYROBP UBA5 UBE3A UFC1 VPS13D VPS41 VPS53 WDR45 WWOX YEATS2 YRDC YWHAG ZNHIT3 HP_MYOFIBER_DISARRAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MYOFIBER_DISARRAY ACTC1 ACTN2 LMOD2 MYBPC3 MYL2 PRKAG2 SCO2 SMPX TNNI3 VCL HP_MYOFIBRILLAR_MYOPATHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MYOFIBRILLAR_MYOPATHY ACTA1 AKT1 BAG3 DNAJB6 FHL1 FLNC KLHL40 LDB3 MYOT PTEN TTN HP_MYOGLOBINURIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MYOGLOBINURIA ACADVL ALDOA ANO5 CACNA1S COQ2 CPT2 CRPPA DMD FDX2 FKRP HADH HADHA HADHB ISCU LDHA LPIN1 MLIP MT-CO1 MT-CO3 OBSCN PFKM PGAM2 PGK1 PHKA1 PHKA2 PHKB PHKG2 PYGM RYR1 SGCB TANGO2 HP_MYOKYMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MYOKYMIA ABCD1 ADCY5 ATP13A2 ATP2A1 CACNA1G GSN HINT1 KCNA1 KCNQ2 LGI3 MORC2 PNKD PNPT1 PPP2R2B PRKCG SOD1 SPTBN2 TBCK UCHL1 HP_MYOPATHIC_FACIES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MYOPATHIC_FACIES ACTA1 BCL11B CCDC174 CERT1 COL25A1 DMXL2 DPM2 EBF3 ERGIC1 GFM2 GIPC1 GLE1 GMPPB GOSR2 HACD1 HOXB1 ITGA7 KCNH1 KLHL41 KNSTRN LAMA2 LRP12 MAP3K20 MSTO1 MYH2 MYH7 MYL1 MYL2 NEB NOTCH2NLC PIEZO2 PIK3CD PTRH2 PURA PYROXD1 RILPL1 RYR1 SCYL2 SELENON SGCB SLC16A2 SLC52A3 SLC6A8 SLC6A9 SLC9A7 SPTBN4 STAC3 TAFAZZIN TANGO2 TNNT1 TNPO2 TPM2 TPM3 UBA1 VAMP1 VPS41 HP_MYOPATHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MYOPATHY ABCC9 ABHD5 ACACA ACAD9 ACADM ACADS ACTA1 ACTC1 ACTN2 ADGRG6 ADSS1 AGK AGL AGRN AK9 AKT1 ALDOA ALG14 ALG2 ALPL AMPD1 ANKRD1 ANO5 AP1S2 B3GALNT2 B4GALT1 BAG3 BAG5 BAZ1B BCL7B BIN1 BSCL2 BUD23 C1QBP CACNA1S CAP2 CAPN3 CASQ1 CASZ1 CAV3 CCDC174 CDON CENPF CFL2 CHAT CHCHD10 CHKB CHRNA1 CHRNB1 CHRND CHRNE CHST14 CISD2 CLIP2 COL12A1 COL13A1 COL6A1 COL6A2 COL6A3 COL9A1 COL9A2 COL9A3 COLQ COMP CPT2 CRPPA CRYAB CSRP3 CTNS DES DHX16 DISP1 DLL1 DMD DNA2 DNAJB4 DNAJB6 DNAJC30 DNM1L DNM2 DOK7 DOLK DPAGT1 DPM3 DSE DSG2 DSP DYSF EIF4H ELN EMD EPG5 ERGIC1 FGF8 FGFR1 FHL1 FHL2 FKBP14 FKBP6 FKRP FKTN FLAD1 FLNC FOXH1 FXR1 G6PC3 GABRD GAS1 GATAD1 GCLC GFER GFPT1 GIPC1 GK GLI2 GMPPB GNE GTF2I GTF2IRD1 GTF2IRD2 GYG1 HADHA HADHB HAND2 HNRNPA1 HNRNPA2B1 HNRNPDL HSPG2 INPP5K ISCU JAG2 JPH2 KBTBD13 KCNAB2 KLHL40 KLHL41 KLHL9 LAMA4 LAMB2 LAMP2 LARGE1 LDB3 LIMK1 LIPE LMNA LMNB2 LMOD2 LMOD3 LRP12 LRP4 LUZP1 MAN2B1 MATR3 MEGF10 METTL27 MGME1 MLXIPL MMP23B MSTO1 MT-ATP6 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MT-RNR1 MT-TC MT-TE MT-TF MT-TH MT-TI MT-TK MT-TL1 MT-TP MT-TQ MT-TS1 MT-TS2 MT-TT MT-TV MT-TW MTAP MTMR14 MTTP MUSK MYBPC1 MYBPC3 MYF6 MYH14 MYH2 MYH6 MYH7 MYMK MYMX MYO18B MYO9A MYOD1 MYOT MYPN NALCN NARS2 NCF1 NDUFA11 NDUFAF1 NDUFAF4 NDUFB3 NDUFS2 NEB NEFH NEFL NEXN NODAL NUBPL OPA1 ORAI1 PABPN1 PANK2 PDPN PGAM2 PGK1 PLEC PLN PLOD1 PNPLA2 POLG POLG2 POLRMT POMGNT1 POMT1 POMT2 PPARG PPCS PRDM16 PRKAG2 PRKCZ PSEN1 PSEN2 PTCH1 PTEN PUS1 RAF1 RAPSN RBM20 RERE RET RFC2 RILPL1 RMND1 RPL3L RRM2B RYR1 SAR1B SCN4A SCN5A SCO2 SDHA SDHAF1 SDHB SDHD SELENON SGCA SGCB SGCD SGCG SHH SIL1 SIX3 SKI SLC18A3 SLC22A5 SLC25A1 SLC25A3 SLC25A4 SLC5A7 SNAP25 SPEN SQSTM1 STIM1 STX1A SUFU SVIL SYNE1 SYNE2 SYT2 TAF1A TAFAZZIN TANGO2 TBCE TBL2 TCAP TDGF1 TGIF1 TIA1 TK2 TKFC TMEM270 TMEM43 TMPO TNNC1 TNNI3 TNNT1 TNNT2 TNPO3 TPI1 TPM1 TPM2 TPM3 TRAPPC11 TRIM32 TRIP4 TRMU TTN TWNK TXNRD2 UBA1 UBE4B UNC45B UNC80 VAMP1 VCL VCP VEZF1 VMA21 VPS13A VPS37D VWA1 WFS1 XDH XK YARS2 ZBTB20 ZIC2 HP_MYOPIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MYOPIA AARS1 ABCC6 ACOX1 ACSL4 ADAMTS10 ADAMTS17 ADAMTS18 ADAMTS2 ADAMTSL1 ADAMTSL4 ADGRV1 AEBP1 AFF4 AGBL5 AGK AHDC1 AIFM1 AKT1 ALDH18A1 ALDH3A2 AMMECR1 ANKRD11 ANTXR1 AP1B1 AP3D1 APC2 ARCN1 ARID1A ARID1B ARID2 ARL6 ARR3 ASPH ASXL1 ATAD3A ATF6 ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 ATRX B3GALNT2 B3GALT6 B3GLCT B4GALT1 BAP1 BAZ1B BBS1 BCL11B BCL7B BFSP2 BICRA BLOC1S3 BMP4 BPTF BRAF BRD4 BUD23 C12orf57 CABP4 CACNA1F CACNA2D4 CAMK2G CAMTA1 CANT1 CARS1 CASK CBS CCDC28B CCNQ CDC45 CDK8 CFAP418 CHM CHMP1A CHST14 CLDN16 CLDN19 CLIP2 CNGA3 CNGB3 COL11A1 COL11A2 COL12A1 COL18A1 COL1A2 COL25A1 COL2A1 COL4A1 COL4A3 COL4A4 COL4A5 COL4A6 COL5A1 COL9A1 COL9A2 COL9A3 COX7B CPSF1 CRIPT CRPPA CRYAA CRYAB CRYBA2 CRYBA4 CRYBB1 CRYBB2 CRYGC CRYGD CSPP1 CTNNB1 CYP1B1 CYP4V2 DAG1 DEAF1 DNAJC21 DNAJC30 DOHH DPF2 DPH5 DPYD DSE DYRK1A EED EFEMP1 EFL1 EIF2S3 EIF4H ELN ELOVL4 ELP1 EMC1 ENPP1 EPHA2 ERBB3 ERCC2 ERCC3 EXOSC2 EXOSC5 FANCI FBN1 FBN2 FBXW11 FGFR2 FGFR3 FKBP14 FKBP6 FKRP FKTN FLII FLNA FN1 GJA1 GJA8 GJC2 GLE1 GLRA2 GLRB GMPPB GNAT1 GNAT2 GNB3 GNPTG GPAA1 GPR143 GPR179 GRK1 GRM6 GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GTPBP2 GZF1 H4C3 H4C5 HACE1 HADHA HCCS HDAC8 HERC1 HERC2 HNRNPK HS6ST2 HSPG2 HTT HUWE1 IFIH1 IFT122 IFT27 IFT43 IFT52 IGF1 IPO8 IQSEC2 IRX5 JAG1 KAT5 KAT6A KCNE5 KCNH1 KCNV2 KDM5B KDM5C KIAA0586 KIF11 KLLN KRAS LAMA1 LAMB2 LARGE1 LCA5 LIG4 LIMK1 LOX LOXL3 LRAT LRIT3 LRP2 LRPAP1 LRRC32 LTBP2 MADD MAF MAGEL2 MAN2B1 MAP2K1 MAP2K2 MBD5 MBTPS2 MC1R MED12L MED13L METTL27 MFSD8 MKRN3 MLXIPL MPLKIP MSX2 MYO1H MYO5A MYO7A MYOC NALCN NBAS NCF1 NDP NDRG1 NDUFB11 NEDD4L NFIX NIPBL NMNAT1 NONO NOTCH2 NPAP1 NPR3 NR2F1 NRAS NSD1 NSUN2 NT5C2 NYX OAT OCA2 OFD1 OPN1LW OPN1MW OPTN P3H2 P4HA2 P4HTM PACS1 PACS2 PAK2 PAX2 PDE6B PDE6C PDE6H PDZD7 PDZD8 PIGT PIK3CA PIK3R1 PLOD1 PLOD3 PMM2 PNPLA6 POC1B POGZ POLR1C POLR3A POLR3B POMGNT1 POMK POMT1 POMT2 PPP1R21 PPP2R5D PRDM5 PRIMPOL PRPS1 PRR12 PSMD12 PTEN PTPN11 PUF60 PURA PWAR1 PWRN1 RAB28 RAD21 RAI1 RBM10 RECQL4 RERE RFC2 RHO RHOA RIN2 RMRP RNF113A RP1 RP2 RPE65 RPGR RPL10 SAG SCO2 SDHB SDHC SDHD SEC23B SETBP1 SETD2 SETD5 SHOC2 SKI SLC12A6 SLC24A1 SLC25A4 SLC2A10 SLC39A5 SLITRK6 SMARCA4 SMARCAL1 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMS SNORD115-1 SNORD116-1 SNRPN SON SOX10 SOX11 SOX4 SOX5 SOX9 SPATA7 SRCAP STX1A TAF1 TARS1 TBC1D24 TBC1D7 TBL2 TCF20 TCF4 TDO2 TEAD1 TFAP2A TFAP2B TFE3 TGFBI THG1L THOC6 TIMM8A TKFC TLK2 TMEM270 TMEM63A TMEM94 TNPO2 TRAPPC11 TRIT1 TRNT1 TRPM1 TSPAN7 TTC8 TTLL5 TTR TUB TULP1 TWIST2 TYR UBE3A UBE3B UCHL1 UNC119 USF3 USH2A USP7 USP9X VARS1 VCAN VPS13B VPS37D VPS50 WAC WDR19 WDR26 WDR35 WHRN XYLT1 XYLT2 YME1L1 ZEB2 ZFHX4 ZNF408 ZNF469 ZNF644 ZSWIM6 HP_MYOPIC_ASTIGMATISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MYOPIC_ASTIGMATISM ARPC4 BLOC1S3 CNGA3 COL1A2 KIF11 MAPK8IP3 TFE3 VARS1 HP_MYOSITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MYOSITIS ADAR C4A CAPN3 CCR1 ERAP1 FAS FOXP3 HLA-B HNRNPA2B1 IFIH1 IFNGR1 IL10 IL12A IL12A-AS1 IL23R IRAK1 IRF4 KLRC4 LAMA2 LPIN1 LSM11 MEFV MT-CO1 MT-CO3 OBSCN PSMB4 PSMB9 PSMG2 PSTPIP1 RNASEH2A RNASEH2B RNASEH2C RNU7-1 SAMHD1 SAT1 SPP1 STAT4 STING1 TLR4 TNFRSF1A TREX1 UBAC2 HP_MYOTONIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_MYOTONIA ACTA1 ANO5 ATP2A1 CACNA1A CACNA1S CAV3 CAVIN1 CLCN1 CNBP COX11 DMPK DNAJB6 EMD FHL1 GABRA3 HINT1 HSPG2 KCNA1 KCNE3 KCNJ18 LIFR LMNA PFKM PURA SCN4A SGCG SVIL SYNE1 SYNE2 TMEM43 TTI2 UCHL1 VAPB VMA21 HP_NAEVUS_FLAMMEUS_OF_THE_EYELID https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NAEVUS_FLAMMEUS_OF_THE_EYELID ASXL1 DIS3L2 DVL1 DVL3 FZD2 PUF60 WNT5A HP_NAIL_DYSPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NAIL_DYSPLASIA AARS1 ABCA1 ALG3 ANAPC1 ANGPT2 ANTXR1 ARX ATP2A2 ATP6V1B2 ATR BHLHA9 BMP2 BMP4 CARS1 CDH1 CLEC7A COL7A1 CPLX1 CTBP1 CTC1 CTNND1 CTSK DKC1 DPM1 DVL1 DVL3 DYNC2LI1 ECE1 EDA EDAR EDARADD EED EFNB1 EOGT ERCC2 ERCC3 EVC EVC2 EXT2 EZH2 FAM111B FERMT1 FGF10 FGFR2 FGFR3 FGFRL1 FHL1 FLNA FLT4 FOXN1 FZD2 FZD6 GJA1 GJB2 GJB6 GJC2 GLI1 GLI3 GPC3 GPC4 GTF2E2 GTF2H5 H3-3B HHAT HLA-C HOXC13 HPGD HRAS IFT43 IHH IKBKG IL11RA IL17F IL17RA IL17RC INSR ITGB4 KCTD1 KRT1 KRT14 KRT16 KRT17 KRT5 KRT6A KRT6B KRT81 KRT83 KRT85 KRT86 LAMA3 LAMB3 LAMC2 LETM1 LMX1B LPAR6 LRP4 MBTPS2 MMP1 MPLKIP MSX1 NECTIN1 NFKB2 NSD1 NSD2 NTRK1 NXN ORC1 PEX7 PHYH PIEZO1 PIGV PLCD1 PLEC PLOD3 POC1A POMP POP1 PORCN PRKACA PRKACB PTDSS1 RECQL RECQL4 RIPK4 RLIM RNF113A RNF13 RNU4ATAC ROR2 RPS6KA3 SATB2 SETBP1 SHANK3 SIN3A SLC24A4 SLC39A4 SMARCD2 SOST SREBF1 SRY STIM1 STXBP1 SUZ12 TAF1 TARS1 TBC1D24 TCF4 TERC TERT TFAP2A TGM1 TINF2 TP63 TRAF3IP2 TRPS1 TRPV3 TRRAP UFC1 VEGFC WDR35 WNT10A WNT5A WNT7A HP_NAIL_DYSTROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NAIL_DYSTROPHY AAGAB AARS1 ABCA1 ACD AIRE ANAPC1 AP1S3 ATL1 ATP2A2 ATP6V1B2 ATR BANF1 BRAF CARS1 CD151 CD28 CDSN COL14A1 COL17A1 COL7A1 COX7B CSTA CTC1 CTLA4 CTSC DCLRE1B DKC1 DNAJC21 DSG1 DSP DST ERCC2 ERCC3 EVC EVC2 FLNA FOCAD FOXN1 FOXP3 GJA1 GJB2 GJB6 GRHL2 GSN GTF2E2 GTF2H5 HLA-B HOXC13 HPGD IKBKG IL36RN IL6ST ITGA3 ITGA6 ITGB4 JUP KDF1 KIF15 KIF1A KLHL24 KMT2D KRAS KRT1 KRT14 KRT16 KRT17 KRT5 KRT6A KRT6B KRT74 KRT81 KRT83 KRT85 KRT86 LAMA3 LAMB3 LAMC2 LMNA LORICRIN LSS MAF MAP2K1 MAP2K2 MARS1 MBTPS2 MMP1 MPLKIP MTX2 MVK NAF1 NECTIN1 NFKB2 NFKBIA NHP2 NLRP1 NOP10 NOTCH1 NPM1 NTRK1 PARN PERP PEX1 PEX6 PI4KA PKP1 PLEC POMP PORCN PQBP1 RAB7A RBCK1 RECQL4 RETREG1 RNF113A RPA1 RSPO1 RTEL1 RUNX2 SASH1 SCN9A SMARCAD1 SMARCE1 SREBF1 STAT3 STING1 TARS1 TERC TERT TGM1 TINF2 TNFRSF1B TP53 TP63 TRPV3 TTC7A TYMS UBE2A USB1 WNK1 WNT10A WRAP53 ZBTB20 ZMPSTE24 HP_NAIL_PITS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NAIL_PITS FOXN1 HLA-C IKBKG LPAR6 MSX1 TERC TERT TINF2 TP63 UFC1 HP_NARROW_FACE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NARROW_FACE ACTA1 ANTXR2 AP4E1 APC2 ATP7A ATR ATRIP BAZ1B BCL7B BCOR BLM BUD23 CENPE CENPJ CENPT CEP152 CFL2 CHD7 CHRNB1 CLIP2 COL18A1 DNA2 DNAJC30 DSTYK EIF4H ELN ERCC4 EYA1 FBN1 FBXL4 FKBP6 FMR1 GTF2I GTF2IRD1 GTF2IRD2 HECTD4 HYOU1 KBTBD13 KLHL41 KMT2D LIG4 LIMK1 LMNA LMOD3 MAP2K2 MED12 METTL27 MICU1 MLXIPL MTM1 MYH3 MYPN NALCN NCF1 NEB NFIX NGLY1 NHS NOG NOTCH3 NSD1 NSDHL NSUN2 NUP85 PAX3 PBX1 PCNT PLK4 PPP1R15B PQBP1 RBBP8 RECQL4 RFC2 RFX7 RLIM RYR1 RYR3 SATB2 SEMA3E SETD2 SIN3A SIX1 SLC16A2 SLC37A4 SLC6A8 SLC9A6 SMS STEEP1 STRADA STX1A TBL2 TBX1 TMEM270 TNNI2 TNNT3 TPM2 TPM3 TRAIP TRIP11 TRMT10A TSPAN7 TUBB4A UBE3B UPF3B VPS37D WRN ZDHHC9 HP_NARROW_FOOT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NARROW_FOOT ADK FBN1 PQBP1 SCARF2 TCF4 HP_NARROW_FORAMEN_OBTURATORIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NARROW_FORAMEN_OBTURATORIUM CAV1 CCN2 CCR6 HLA-DRB1 IRF5 KIAA0319L HP_NARROW_FOREHEAD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NARROW_FOREHEAD ABL1 ADAM22 AFF4 AMER1 AMPD2 AP4B1 AP4E1 AP4M1 AP4S1 ASPM ASXL1 ATN1 ATP6AP2 ATRX BICRA BMP2 BRAF CACNA2D1 CAMK2B CAMK2G CARS1 CCDC47 CCDC88A CDC42 CDH11 CDKL5 CLP1 COG7 COL18A1 CTCF CTU2 DCHS1 DDX11 DDX6 DHCR7 DLK1 DNM1 DOCK7 DPH5 DTYMK DYRK1A ELN EPG5 FAT4 FRA10AC1 FRMD4A FUT8 GET4 GNB2 GNPTAB GOLGA2 GON7 GPAA1 GPT2 GTPBP2 H3-3A H4C9 HERC2 HNRNPK HS2ST1 HS6ST2 IER3IP1 IFT140 KAT6A KATNB1 KCNK4 KCNK9 KDM4B KIF26A LAGE3 LETM1 LGI4 LIG4 LMNB1 LZTR1 MAD1L1 MADD MAGEL2 MAP2K2 MAPK1 MAPKAPK5 MED13L MEG3 MEIS2 MKRN3 MLXIPL MN1 MTSS2 MYO18B MYOD1 NAA10 NAA20 NBAS NDE1 NEXMIF NF1 NPAP1 NRCAM NUP107 NUP133 NUP188 OSGEP PIGB PIGN PIGT PIGU PIGY PPP1CB PPP1R15B PPP1R21 PPP2R3C PPP2R5D PRKAR1B PSPH PUF60 PUM1 PURA PWAR1 PWRN1 PYCR2 QARS1 RAB3GAP1 RARS2 RBBP8 RELN RNF13 RTL1 RYR1 SC5D SERPINH1 SETBP1 SHOC2 SIM1 SLC12A2 SLC12A6 SLC16A2 SLC25A46 SMARCD1 SMC1A SMG9 SMPD4 SNORD115-1 SNORD116-1 SNRPN SON SOX6 SPATA5L1 SPEN SPOP SPRED2 SPTBN1 SUOX TBC1D24 TBCD TBCK TCF4 TMCO1 TNPO2 TRAPPC4 TRAPPC9 TRMT10A TSPEAR TUBGCP2 UGP2 USP9X VPS53 WDR35 WWOX ZIC2 ZNF148 ZNHIT3 HP_NARROW_ILIAC_WING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NARROW_ILIAC_WING COL2A1 CTSK EIF2AK3 NANS PEX5 RPS6KA3 SEC23A SEC24D SOX9 ZBTB20 HP_NARROW_INTERNAL_AUDITORY_CANAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NARROW_INTERNAL_AUDITORY_CANAL AKT1 CHN1 ERF FGFR2 FGFR3 MAFB OTX2 POLR1B POLR1C POLR1D PRRX1 PTEN SALL4 TCOF1 TWIST1 HP_NARROW_JAW https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NARROW_JAW AGRN CCNK CHAT COL13A1 MYO9A MYOD1 NSD1 SLC18A3 SLC25A1 SLC5A7 SNAP25 SYT2 VAMP1 HP_NARROW_MOUTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NARROW_MOUTH ADAMTS3 AKT1 AKT3 ALDH18A1 AMMECR1 APC ARVCF ASXL1 ATAD3A ATP6V0A2 ATP6V1E1 AUTS2 B3GAT3 B4GALT7 BBS7 BCL11B BCR BIN1 BMP2 BMPR1A BPNT2 BPTF BRPF1 CA2 CACNA1C CAMTA1 CANT1 CASZ1 CAV1 CCBE1 CCND2 CDC45 CDC6 CDK13 CDT1 CENPT CEP57 CHD7 CHRNG CHST14 CHST3 CHSY1 CLCF1 CLCN3 COG1 COG7 COL11A1 COL11A2 COL2A1 COL3A1 COL7A1 COMT CREBBP CRKL CRLF1 CTCF DCHS1 DCPS DHCR24 DLK1 DONSON DSE ECEL1 EDN1 EIF4A3 EP300 EXTL3 FAM20C FAT4 FBN1 FBXO11 FGFR2 FLNA FREM2 GABRA3 GABRD GBA1 GJA1 GLB1 GMNN GNAI3 GNB2 GP1BB GRB10 GSC H3-3A HEATR3 HECTD4 HIRA HIVEP2 HSPG2 HUWE1 IARS2 IGF1R ITGA3 JMJD1C KARS1 KAT6A KCNAB2 KIF7 LEMD2 LGI3 LMNA LMX1B LTBP3 LUZP1 MADD MAF MAPK1 MAPK8IP3 MAPRE2 MCM5 MDM2 MECP2 MED12 MED12L MEG3 MMP1 MMP23B MTX2 MUSK MYBPC1 MYH3 MYL11 NALCN NEB NEDD4L NFIA NFIX NONO NOTCH2 ORC1 ORC4 ORC6 OSGEP OTX2 PAFAH1B1 PAX3 PCGF2 PDPN PHACTR1 PIEZO2 PIGA PIGF PIGN PIK3CA PIK3R2 PLCB4 POGZ POLD1 POLR1B POLR1C POLR1D POLR3A POR POU4F1 PPP1R15B PQBP1 PRDM16 PRKCZ PRRX1 PTCH1 PTEN RAB3GAP1 RECQL4 RERE RIPK4 RLIM RNF2 RPL10 RREB1 RSPO2 RTL1 RTTN RYR1 SATB2 SCARF2 SCN1A SCNM1 SCYL2 SEC24C SEMA3E SEPTIN9 SETBP1 SH2B1 SIN3A SKI SKIC3 SLC25A24 SMAD4 SMS SON SOX6 SOX9 SP7 SPEG SPEN STXBP1 SUPT16H SYNGAP1 TAF6 TBC1D20 TBX1 TBX4 TCOF1 TGDS TLK2 TMLHE TNNI2 TNNT3 TP63 TPM2 TRIP4 TRMT10A TRMT5 TTN TUBB TWIST1 TXNL4A UBE3B UBE4B UFC1 UFD1 WNT3 YWHAE ZBTB20 ZMIZ1 ZMPSTE24 HP_NARROW_NARIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NARROW_NARIS ATP6V1A ATP6V1E1 ESCO2 KCNJ6 MEGF8 PAX3 PRMT7 TGDS HP_NARROW_NASAL_BRIDGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NARROW_NASAL_BRIDGE BMPR1B CDON COG4 COL3A1 CREBBP DISP1 DLL1 EP300 FGF8 FGFR1 FOXH1 GAS1 GDF5 GJA1 GLI2 HERC2 HNRNPR KCNJ6 KCNK9 MAGEL2 MDM2 MED12 MKRN3 MMP2 NDP NFIB NODAL NONO NPAP1 PAX3 PORCN PPP1R21 PTCH1 PWAR1 PWRN1 RECQL4 RNF13 RNU4ATAC SHH SIM1 SIX3 SMARCA2 SMARCA4 SNORD115-1 SNORD116-1 SNRPN SRCAP SUFU TDGF1 TGIF1 ZIC2 HP_NARROW_NASAL_RIDGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NARROW_NASAL_RIDGE ADAT3 ALDH18A1 CAV1 CEP55 CLCN3 COL3A1 FBN1 FOCAD HNRNPH1 HRAS LMNA MTX2 NRAS POLR3A PYCR1 RECQL SMARCA2 WDR73 ZMPSTE24 HP_NARROW_NOSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NARROW_NOSE ABL1 ACP5 CARS1 CCNQ COL5A1 DDR2 ERCC6 ERCC8 EYA1 FBN1 FGFR2 GJA1 HYOU1 LMNA MED12 PDGFRB POLE POLR3A RNU4ATAC SATB2 SCARF2 SMC1A TGDS TP63 TRRAP TWIST1 HP_NARROW_PALATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NARROW_PALATE AARS1 ABCC6 ACTA1 ACTA2 ADAMTS10 ADNP AEBP1 AFF4 AMER1 ANTXR1 APC APC2 ARID2 ARL6 ASXL1 ASXL3 ATN1 ATP6V1B2 ATP7A BBS1 BCOR BCR BMPR1A BRAF BRCA1 CARS1 CCBE1 CCDC22 CCDC28B CDC45 CDC6 CDK10 CDT1 CNTN1 CNTNAP1 COL11A1 COL12A1 COL3A1 COPB1 CPT2 CREBBP CRKL CTSK DDX59 DIS3L2 DPM1 DPYSL5 DVL1 DVL3 ELMO2 ELN EP300 ERCC2 ERCC3 ERF ERMARD FBN1 FGFR1 FGFR2 FGFR3 FIG4 FLNA FOXE3 FOXP2 FZD2 GIPC1 GMNN GNE GPC3 GPC4 GRB10 GRIA3 GTF2E2 GTF2H5 H4C5 HECTD4 HECW2 HERC2 HEY2 HNRNPK HRAS IFT122 IL11RA INTU IPO8 KANSL1 KCNK9 KIF26A KLHL41 LOX LRP12 LRP4 MADD MAP2K1 MAP3K7 MAPK1 MARS1 MAT2A MCM3AP MED12 MED12L MED25 MEGF8 MESD MFAP5 MPLKIP MUSK MYH11 MYLK MYMX NAA10 NDUFAF6 NEB NEK9 NIPBL NONO NOTCH2NLC NOTCH3 NSD1 OCRL ORC1 ORC4 ORC6 PCDHGC4 PCLO PEX1 PEX5 PIEZO2 PIGT PLOD1 POR PRKG1 PRUNE1 PTDSS1 PTEN PTPN11 RAB18 RARS2 RECQL4 RET RILPL1 RNF113A RPS6KA3 RUNX2 SCARF2 SCNM1 SETBP1 SH3BP2 SIN3A SKI SLC25A12 SLC25A24 SLC25A46 SLC35C1 SLC6A17 SMAD2 SMAD3 SMAD4 SMARCA2 SMG9 SMS SOX5 SPEN SPRED1 SPRED2 SPTBN1 TAF1 TAOK1 TARS1 TBC1D24 TBCK TBX1 TBX2 TCTN3 TECR TGFB2 TGFB3 TGFBR1 TGFBR2 THSD4 TPM3 TRPS1 TWIST1 UBE3B UFC1 VAC14 VPS13B VPS35L WASHC5 WNT5A WNT7A HP_NARROW_PALM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NARROW_PALM AUTS2 DPYSL5 GNB1 HERC2 KANSL1 KMT2B MAGEL2 MKRN3 NDN NPAP1 PWAR1 PWRN1 SMS SNORD115-1 SNORD116-1 SNRPN UBE3B VPS13B HP_NARROW_PALPEBRAL_FISSURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NARROW_PALPEBRAL_FISSURE ADNP ARID2 B3GLCT B9D2 BICRA CACNA1G CDC42BPB CEP55 DDR2 DDX6 DGCR2 DGCR6 DGCR8 DLK1 DNMT3A DOCK6 EBP EDEM3 EFEMP2 ESS2 FAT4 FRA10AC1 GABRA3 GATAD2B GPC6 HDAC4 HSPG2 INTS1 KCTD1 KDM4B KIF26A KMT2A KPTN LARP7 MAPK8IP3 MAPKAPK5 MED13 MEG3 MYCN PCGF2 PCNT PDE4D PGM3 PHF6 POLR3A PYCR1 RBMX RECQL4 RFX7 RPL10 RTL1 SLC6A17 SMAD4 SMARCA2 SPEN SPOP SRCAP TBL1XR1 TBX1 TBX15 TENM3 TRIP12 TRMT1 WDR35 ZMYM2 HP_NARROW_PELVIS_BONE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NARROW_PELVIS_BONE BGN BMPER FGFR2 IDUA PCNT POR PTH1R RSPRY1 HP_NARROW_VERTEBRAL_INTERPEDICULAR_DISTANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NARROW_VERTEBRAL_INTERPEDICULAR_DISTANCE CHST3 DDRGK1 EXOC6B FGFR3 GNPTAB HNRNPR KIF22 LTBP3 NPR2 PDE4D PRKAR1A RMRP SLC35D1 TONSL HP_NASAL_CONGESTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NASAL_CONGESTION ANKH ARL2BP ARSL CARMIL2 CCDC103 CCDC39 CCDC40 CCDC65 CCNO CFAP221 CFAP298 CFAP300 CFAP74 CPT2 DBH DDC DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAL1 DRC1 FGFR1 FOXJ1 GAS2L2 GAS8 GJA1 GNAS HYDIN LRRC56 MCIDAS NEK10 NME5 NME8 ODAD1 ODAD2 ODAD3 ODAD4 OFD1 PIK3CG RPGR RSPH1 RSPH3 RSPH4A RSPH9 SPAG1 SPEF2 STK36 TTC12 ZMYND10 HP_NASAL_DYSARTHIC_SPEECH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NASAL_DYSARTHIC_SPEECH GIPC1 GRHL3 LRP12 NOTCH2NLC RILPL1 SELENOI UBB HP_NASAL_REGURGITATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NASAL_REGURGITATION AGRN CHAT COL13A1 GRHL3 MYO9A SLC18A3 SLC25A1 SLC5A7 SNAP25 SYT2 TOP3A TUBB6 UBB VAMP1 HP_NASOGASTRIC_TUBE_FEEDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NASOGASTRIC_TUBE_FEEDING AASS ABCD1 ACSF3 ACTA1 ALG2 ANAPC1 ASPA ASXL3 BSND CARS2 CLCNKA CLCNKB COL4A5 COL4A6 DPM2 EPM2A FOXP3 GNB2 GRIN1 HECW2 KCNK9 KNSTRN MAGEL2 MFF MOGS MPDU1 MYL1 NACC1 NHLRC1 NONO PACS1 PIK3CD PLP1 PSAT1 PTCD3 RECQL4 SIM1 SLC35A2 SRCAP VPS50 WAC ZNF699 HP_NASOGASTRIC_TUBE_FEEDING_IN_INFANCY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NASOGASTRIC_TUBE_FEEDING_IN_INFANCY ACTA1 BRAF CLTCL1 COL2A1 COX8A CREBBP CTCF DYRK1A EDEM3 EP300 FOXP2 GALC GFM2 GPT2 GRM7 HACD1 HNRNPK IDH1 ITGA7 KANSL1 MAP3K20 MT-TE MYL2 NALCN PDE10A PIGT PSAP PUF60 SATB2 SELENON SNRPN TFG TP63 TPM2 TPM3 TRMU UNC80 HP_NASOLACRIMAL_DUCT_OBSTRUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NASOLACRIMAL_DUCT_OBSTRUCTION CD151 CREBBP EP300 EYA1 FGFR2 FREM1 HMX1 IGSF3 KAT6A KNSTRN MED12 MEGF8 NHP2 NOP10 PAX1 PIK3CD PPP1CB PRR12 PTDSS1 SIX1 SMC3 SMC5 SOX6 SPRED2 TAF1 TCOF1 TET3 TFAP2A TGDS TP63 USB1 YY1 HP_NATAL_TOOTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NATAL_TOOTH AMER1 BCL11B C2CD3 CEP120 CILK1 CREBBP DPH1 DSP EHMT1 EP300 EVC EVC2 FAM20C FGFR2 FLNA GLI3 GTF2H5 INTU JUP KDF1 KDM6A KMT2C KMT2D KRT16 KRT17 KRT6A KRT6B LMNA MID1 MKS1 NEK1 POLR3A POLR3B PTH1R SPECC1L VARS1 ZMPSTE24 HP_NAUSEA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NAUSEA ALAD ALDOB APC ASXL1 ATP1A2 CACNA1D CD46 CDKN1A CDKN1B CDKN2B CDKN2C CFH CFI CLCN2 COL1A1 COL5A1 COL5A2 CPOX CTRC CYP11B1 CYP11B2 DLST DNAJC6 DNMT3A EDNRA EPAS1 ESR1 ETFA ETFB ETFDH EXT2 FH FSHR GLA HELLPAR HMBS HTRA2 IL18BP KCNA1 KCNJ5 KCNQ2 KIF1B KIT LIG3 LPL LRRK2 MAX MDH2 MEN1 MGME1 NAGS NF1 NPPA PARK7 PHKA2 PHKB PHKG2 PINK1 PKHD1 PODXL POLG PPOX PRKN RET RRM2B RYR1 SAA1 SCN2A SCN5A SDHA SDHAF2 SDHB SDHC SDHD SERPING1 SLC1A3 SLC22A12 SLC25A11 SLC2A9 SLC7A7 SNCA SPINK1 SRSF2 SYNJ1 TET2 TMEM127 TNF TP53 TRANK1 TYMP UCHL1 VHL VPS13C HP_NAUSEA_AND_VOMITING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NAUSEA_AND_VOMITING AASS ABCC6 ABCC8 ABCD1 ACAD8 ACADM ACADVL ACAT1 ACSF3 ACSL5 ACTG2 ACY1 ADNP AGR2 AIMP1 AIP AKT1 ALAD ALDH18A1 ALDOB ALG11 ALG3 ALG8 ALG9 ALPL ALX4 AMN ANAPC1 ANG ANO1 ANXA11 APC AQP2 ARG1 ASL ASPA ASS1 ASXL1 ASXL3 ATP1A2 ATP1A3 ATP6V0A4 ATP7A ATP7B ATP9A ATRX ATXN2 AVP AVPR2 BAP1 BAZ1B BCKDHA BCKDHB BCL10 BCL7B BIRC3 BMPR1A BOLA3 BRAF BRCA1 BRCA2 BSND BTD BUD23 C4A CA5A CACNA1A CACNA1D CARD8 CAV1 CCM2 CCN2 CCNF CCR1 CCR6 CD46 CD55 CDC42BPB CDC73 CDH23 CDK13 CDK8 CDKN1A CDKN1B CDKN2A CDKN2B CDKN2C CDON CFAP410 CFH CFI CHCHD10 CHMP2B CLCN2 CLCNKA CLCNKB CLIP2 CLMP COA8 COL1A1 COL25A1 COL4A5 COL4A6 COL5A1 COL5A2 COQ2 CPOX CPS1 CPT2 CTLA4 CTNNB1 CTNS CTRC CUBN CYC1 CYP11A1 CYP11B1 CYP11B2 CYP24A1 D2HGDH DAO DAXX DBH DBT DCTN1 DGAT1 DGUOK DHCR7 DISP1 DLD DLEC1 DLL1 DLST DNAJC30 DNAJC6 DNASE1L3 DNMT3A DOLK DYRK1A ECE1 EDN3 EDNRA EDNRB EGFR EIF4H ELN ELP1 ENPP1 EPAS1 EPCAM EPHA4 ERAP1 ERBB2 ERBB3 ERBB4 ESR1 ETFA ETFB ETFDH EWSR1 EXT2 F12 FAH FAN1 FARSB FAS FBLN5 FBP1 FGF13 FGF8 FGFR1 FH FIG4 FKBP6 FLI1 FLNA FOCAD FOXH1 FOXP1 FOXP3 FOXRED1 FSHR FUS GALC GALE GALT GAMT GAN GAS1 GATA2 GDNF GFAP GFM2 GHSR GK GLA GLE1 GLI2 GLT8D1 GPD1 GRB10 GTF2I GTF2IRD1 GTF2IRD2 HADH HELLPAR HIBCH HIKESHI HLA-B HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRB1 HLCS HMBS HMGCL HMGCS2 HNF4A HNRNPA1 HNRNPK HPRT1 HS3ST6 HSD3B2 HTRA2 IFNGR1 IKZF1 IL10 IL12A IL12A-AS1 IL18BP IL23R IRAK1 IRF5 ITGA6 ITGB4 IVD KARS1 KCNA1 KCNJ1 KCNJ11 KCNJ5 KCNQ2 KIAA0319L KIF1B KIF21A KIT KLRC4 KMT2E KRAS KRIT1 KYNU LAMA3 LAMB3 LAMC2 LBX1 LIG3 LIMK1 LIPA LMOD1 LPL LRPPRC LRRK2 MALT1 MARS1 MATR3 MAX MC2R MCCC1 MCCC2 MDH2 MED12 MEFV MEN1 MET METTL27 MGME1 MLH1 MLH3 MLXIPL MLYCD MMAA MMAB MMUT MPI MPV17 MRAP MRPS7 MSH2 MSH6 MSX2 MT-ATP6 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TC MT-TF MT-TH MT-TK MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTHFD1 MTRR MTTP MVK MYC MYH11 MYLK NAA10 NAGS NARS2 NAXD NBAS NCF1 NDUFA1 NDUFA11 NDUFA2 NDUFA6 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB8 NDUFB9 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NEFH NEK1 NEUROG3 NEXMIF NF1 NF2 NFIX NLRC4 NLRP3 NNT NODAL NOTCH2NLC NPPA NR3C2 NRTN NSD1 NUBPL NUP214 OPLAH OPTN OTC OXCT1 PAH PALB2 PALLD PARK7 PCCA PCCB PDCD10 PDGFB PDGFRA PERCC1 PFN1 PGM1 PHGDH PHKA2 PHKB PHKG2 PHOX2A PIGY PIK3CA PINK1 PKHD1 PLCH1 PLEC PMM2 PMS1 PMS2 PNPT1 PODXL POLG PON1 PON2 PON3 PPARGC1A PPM1D PPOX PRKN PRPH PRTN3 PSAP PTCH1 PTEN PTPN22 PYCR2 RAB27A RABL3 RANBP2 RARS1 RECQL4 RELA RET RFC2 RHBDF2 RNF6 RPS20 RRM2B RYR1 SAA1 SAR1B SAT1 SCN2A SCN5A SCNN1A SCNN1B SCNN1G SDHA SDHAF2 SDHB SDHC SDHD SEMA3C SEMA3D SEMA4A SERPING1 SHANK3 SHH SI SIX3 SLC12A1 SLC12A3 SLC19A3 SLC1A3 SLC22A12 SLC22A5 SLC25A11 SLC25A13 SLC25A15 SLC25A4 SLC2A9 SLC37A4 SLC46A1 SLC5A1 SLC5A6 SLC6A8 SLC7A7 SMAD4 SMARCB1 SMARCE1 SMC1A SMO SMPD1 SNCA SOD1 SPINK1 SPP1 SPTBN1 SQSTM1 SREBF1 SRSF2 SSR4 ST3GAL5 STAG2 STAR STAT4 STIL STK11 STX1A STX3 SUCLG1 SUFU SUGCT SUOX SYK SYNJ1 SYT1 TAF15 TARDBP TBK1 TBL2 TCN2 TDGF1 TERT TET2 TGFBR2 TGIF1 TICAM1 TIMM22 TIMMDC1 TLR3 TLR4 TMEM126B TMEM127 TMEM270 TNF TNFRSF1A TOM1 TP53 TRAF3 TRAF7 TRANK1 TREH TREM2 TRMT5 TRMU TTR TUBA1A TUBB2B TUBB3 TWNK TXNRD2 TYMP UBAC2 UBQLN2 UCHL1 UFC1 UNC13A UNC45A UNC93B1 UQCC2 UQCRC2 UQCRH VAPB VCP VHL VPS13C VPS37D WT1 WWOX YARS1 ZEB2 ZFTA ZIC2 HP_NECK_FLEXOR_WEAKNESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NECK_FLEXOR_WEAKNESS ACTA1 AGRN AK9 ALS2 CAV3 CFL2 CHCHD10 CHRNA1 CHRNB1 CHRND CHRNE CNBP COL13A1 DES DOK7 DYSF FLNC FUS GYG1 KBTBD13 KLHL41 LAMA2 LMOD3 LRP4 MEGF10 MUSK MYH7 NEB PLIN4 POLG RAPSN RNASEH1 RRM2B SCN4A SELENON SGCG SIGMAR1 SPG11 SPTLC1 TNNT1 TOP3A TPM2 TRIM32 TTN HP_NECK_MUSCLE_WEAKNESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NECK_MUSCLE_WEAKNESS ACTA1 ADCY5 AGRN AK9 ALS2 CAV3 CFL2 CHAT CHCHD10 CHRNA1 CHRNB1 CHRND CHRNE CNBP COL12A1 COL13A1 COL6A1 COL6A2 COL6A3 COLQ CRYAB DES DOK7 DYSF FA2H FLNC FUS GALC GFPT1 GMPPB GYG1 JAG2 KBTBD13 KLHL41 LAMA2 LAMB2 LMNA LMOD3 LPIN1 LRIF1 LRP4 MEGF10 MORC2 MT-CO1 MT-CO3 MTM1 MUSK MYH2 MYH7 MYL1 MYO9A MYPN NEB NOTCH2NLC OBSCN ORAI1 PABPN1 PLIN4 PNPLA2 POLG PRPS1 PSAP PYROXD1 RAPSN RNASEH1 RRM2B SCN4A SELENON SGCG SIGMAR1 SLC18A3 SLC22A5 SLC25A1 SLC52A2 SLC52A3 SLC5A7 SNAP25 SPG11 SPTLC1 SYNE1 SYT2 TGM6 TMEM43 TNNT1 TOP3A TPM2 TPM3 TRIM32 TRIP4 TTN VAMP1 HP_NECK_PAIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NECK_PAIN DKK1 HMBS HTRA1 RASA1 TONSL HP_NECROTIZING_ENTEROCOLITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NECROTIZING_ENTEROCOLITIS ACADVL DEF6 FCN3 FH MYH11 PIGY HP_NEGATIVISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEGATIVISM APOL2 APOL4 CHI3L1 COMT DAOA DRD3 HTR2A MTHFR RTN4R SYN2 HP_NEMALINE_BODIES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEMALINE_BODIES ACTA1 CFL2 COX11 KBTBD13 KLHL40 KLHL41 KY LMOD3 MYO18B MYPN NDUFB3 NEB NEFL PYROXD1 RYR1 RYR3 TNNT1 TPM2 TPM3 HP_NEONATAL_ALLOIMMUNE_THROMBOCYTOPENIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEONATAL_ALLOIMMUNE_THROMBOCYTOPENIA ADAR CD109 GP1BA GP1BB IFIH1 ITGA2 ITGA2B ITGB3 LSM11 RNASEH2A RNASEH2B RNASEH2C RNU7-1 SAMHD1 TREX1 HP_NEONATAL_ASPHYXIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEONATAL_ASPHYXIA ALDH7A1 BIN1 COG7 DNM2 GALK1 HSD3B2 MED12 MTMR14 MYF6 PLPBP RNF168 RYR1 SHPK SLC27A4 HP_NEONATAL_BREATHING_DYSREGULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEONATAL_BREATHING_DYSREGULATION AHI1 CEP290 INPP5E RPGRIP1L TMEM216 HP_NEONATAL_DEATH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEONATAL_DEATH AARS2 ABCA12 ABCA3 ACTA1 ADCY6 ALG8 AP1S1 ATAD3A ATP1A2 ATP5F1A BCS1L CDK5 CEP55 CNOT1 CNTNAP1 CRLS1 CTSD DONSON DSP EDNRB ETFA ETFB ETFDH FAM20C FANCB FGA FGB FGFR3 FGG FLNB FOXF1 GAD1 GATC GBA1 GET3 GLE1 GLI3 GLUL GPHN HADHB HSPG2 HTRA2 IL6ST INTU ITGA6 JAM3 LBR LMOD1 LMOD2 LMOD3 MBTPS2 MDFIC MOCS2 MRPS16 NDUFAF4 NDUFB10 NDUFB11 NDUFS6 NEB NFU1 NPHP3 NUP88 PAICS PET100 PEX10 PEX14 PHGDH PIP5K1C PKHD1 PLEC PPFIBP1 QRSL1 RAD51C RARB RBM10 RMND1 SCN4A SDHD SFTPB SLC25A24 SLC25A4 STRA6 SUCLG1 TARS2 TBXT THSD1 TMEM70 TTC26 WT1 ZIC3 ZMPSTE24 HP_NEONATAL_HYPERBILIRUBINEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEONATAL_HYPERBILIRUBINEMIA CPOX DUOX2 DUOXA2 EPB41 FBP1 GPX1 GYPC IGF1 IYD KCNN4 PAFAH1B1 PIEZO1 PNPLA6 SLC35A2 SLC4A1 SLC5A5 SPTA1 SPTB TG TPO TSHB TSHR UBE2A UGT1A1 HP_NEONATAL_HYPOGLYCEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEONATAL_HYPOGLYCEMIA ABCC8 AKT2 APC2 APPL1 BLK CDKN1C CEL CIC CLPB COX10 CYP11A1 DBH DNAJC19 EBP FBP1 GCK GFM2 GYS2 H19 HADH HERC1 HNF1A HNF4A HSD3B2 HTRA2 IGF2 INS KCNJ11 KCNQ1 KCNQ1OT1 KDM6A KLF11 MADD MSL3 MTOR NEUROD1 NSD1 OTX2 PAX4 PDX1 PET100 PRKAG2 PROP1 SETD2 SLC25A20 TBX19 WARS2 YARS1 HP_NEONATAL_HYPOTONIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEONATAL_HYPOTONIA ACOX1 ACTA1 ADNP ALG11 AP4B1 AP4E1 AP4M1 ARID1B ARX ATP2B3 ATXN7 B3GALT6 BCS1L BIN1 BPTF BRAF CAMTA1 CASK CCDC174 CCDC88A CDKL5 CFL2 CHRNA1 CHRNB1 CHRND CHRNE CLPB CNTN1 COA6 COG4 COL12A1 COL6A1 COL6A2 COL6A3 COPB1 COQ4 CPT2 CRPPA CWC27 DLAT DLK1 DMPK DNAJC19 DST EARS2 EEF1A2 EGR2 EIF5A ERCC6L2 FGFR1 FIG4 FKBP14 FKRP FKTN FLNA FOXG1 FXR1 GABBR2 GABRA2 GATA6 GATAD2B GDAP1 GLYCTK GNPTAB GOT2 GRIA4 H1-4 HADH HERC2 HNF1A HNF4A HSD17B4 IER3IP1 IGHMBP2 KANSL1 KAT6A KCNK9 KLHL41 KNSTRN LAMA2 LARGE1 LMOD3 LYRM4 MADD MAG MAGEL2 MECP2 MED12 MEG3 MEGF10 MKRN3 MRPS16 MT-TE MT-TT MTHFR MTM1 MUSK MYT1L NADK2 NALCN NDN NEB NEXMIF NFIX NONO NPAP1 NSD1 NTNG1 OCRL ODC1 PAFAH1B1 PCLO PDE4D PDHX PDP1 PDSS2 PEX1 PEX10 PEX12 PEX16 PEX2 PEX26 PEX3 PEX6 PGAP1 PHIP PIEZO2 PIK3CD PLCB3 PLOD1 POMK POMT1 POMT2 POU4F1 PPP2R5D PRDM5 PRKAR1B PRPS1 PSMD12 PTRH2 PURA PWAR1 PWRN1 PYROXD1 RAPSN RBL2 RPL10 RTL1 RYR1 SCN4A SDHA SH2B1 SHANK3 SIM1 SLC12A6 SLC16A2 SLC25A22 SLC25A46 SLC6A8 SLF2 SMC1A SNORD115-1 SNORD116-1 SNRPN SON SOX10 SPATA5 SPOP SPTBN4 STAG1 SUCLG1 SUMF1 SYNE1 SYT1 TAF6 TBC1D24 TBCK TBR1 TGFB3 TIMM22 TMCO1 TMEM260 TNNT1 TPM2 TPM3 TSFM TUBA8 TUFM UNC80 UPB1 UQCC2 USP7 VAC14 VMA21 VPS13B VPS53 WAC WDR19 ZNF148 ZNF469 HP_NEONATAL_INSULIN_DEPENDENT_DIABETES_MELLITUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEONATAL_INSULIN_DEPENDENT_DIABETES_MELLITUS ABCC8 APPL1 BLK CEL CNOT1 EIF2AK3 GATA6 GCK HNF1A HNF4A HYMAI INS KCNJ11 KLF11 NEUROD1 PAX4 PDX1 PLAGL1 PTF1A STAT3 ZFP57 HP_NEONATAL_OMPHALITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEONATAL_OMPHALITIS C1QC CLPB FCGR3B G6PC3 ITGB2 RAC2 RBCK1 SMARCD2 HP_NEONATAL_ONSET https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEONATAL_ONSET ABAT ABCC8 ABCD4 ABHD16A ACADS ACADVL ACSL5 ACTA1 ACY1 ADA ADA2 ADAR ADK ADNP ADSL AGK AGPAT2 AGR2 AKR1D1 ALDH7A1 ALG11 ALG12 AMACR AMT ANK1 ANO1 AP1S2 AP3B2 AP4E1 AP4S1 AQP2 ARG1 ARHGDIA ARL13B ARL2BP ARNT2 ARX ASL ASNS ASS1 ATP11A ATP13A3 ATP1A1 ATP1A2 ATP1A3 ATP2A1 ATP5F1A ATP5F1D ATP5PO ATP6AP1 ATP6AP2 ATP6V0A1 ATP6V0A4 AUTS2 AVPR2 BRAF BRAT1 BTK C12orf57 C1QBP C1QC C2orf69 CA5A CACNA1A CACNA1C CACNA1G CACNA1I CACNA1S CACNA2D2 CALM2 CARMIL2 CAV1 CBS CCDC78 CD320 CD79A CDC42BPB CDSN CELF2 CEP120 CFAP300 CFAP410 CHAMP1 CHAT CHRND CHRNE CHST14 CIC CILK1 CLCN3 CLCN7 CLDN1 CLPB CNOT1 CNTN1 COL12A1 COL7A1 COQ9 COX10 COX11 COX15 COX16 COX4I2 CPS1 CRLS1 CRYAB CSF3R CTNNB1 CYP11B1 CYP11B2 CYP7B1 DCDC2 DCN DENND5A DGAT1 DGUOK DIAPH1 DNAAF5 DNAAF6 DNAH5 DNAI2 DNAJC21 DNAL1 DNASE2 DNM1L DOCK2 DOHH DRC1 DUT EBF3 EEF1A2 EIF3F ENPP1 EPCAM ERCC5 EXTL3 F13A1 FARS2 FBP1 FGF12 FGF13 FKRP FOCAD FOXRED1 FRMD5 G6PC3 GABRG2 GAD1 GCDH GET3 GFPT1 GGCX GJB2 GLIS3 GLRB GLUD1 GLYCTK GMPPA GMPPB GNAO1 GPHN GRIK2 GRIN1 GRIN2D GTPBP3 GUCY1A1 GUF1 H1-4 HACD1 HADH HADHA HADHB HCFC1 HCK HDAC4 HID1 HLCS HNF4A HPD HPDL HPS5 HR HSD17B4 HSD3B7 HSPD1 HTRA2 HYDIN HYOU1 IFIH1 IL1RN IL2RG IL36RN IRS4 ITGA2B ITGA3 ITGB2 ITGB3 KCNB1 KCNC2 KCNJ1 KCNJ11 KCNJ13 KCNJ5 KCNMA1 KCNQ2 KCNT1 KCNT2 KDM5B KIF12 KIF14 KIF5A KRT10 KRT14 KRT5 KYNU LAMA3 LAMB2 LBX1 LCT LIAS LIPT2 LMBRD1 LRPPRC LSS LTBP1 LTBP3 LYRM4 LYST MAG MAGEL2 MARS1 MCIDAS MDH2 MINPP1 MMAB MMUT MOCS2 MPDU1 MRPL3 MRPS34 MTRR MUSK MYBPC3 MYL2 MYO1H MYO5B NAA20 NDUFA10 NDUFA11 NDUFA2 NDUFA9 NDUFAF3 NDUFS1 NDUFS2 NDUFS6 NDUFS8 NDUFV2 NEDD4L NEUROG3 NFASC NFIX NFU1 NHLRC2 NKX2-1 NLRC4 NLRP12 NLRP3 NOS1AP NPC2 NR0B1 NR1H4 NR3C2 NSD1 NSRP1 NUDT2 NUP133 NUP214 OCLN ODAD1 ODAD4 OSTM1 OTC OTX2 OXCT1 PACS2 PAX8 PCDHGC4 PDP1 PDSS2 PEX1 PEX2 PEX6 PHOX2B PIGP PIGU PKHD1 PLPBP PLVAP PLXNA1 PMM2 PNLIP POLE POMC POMP PPCS PPP1R21 PPP2CA PROC PROS1 PSAP PSAT1 PSMB10 PTF1A PTS PURA PXDN QARS1 RAC1 RBCK1 RBL2 RHAG RHOBTB2 RIPK1 RIPOR2 RNF125 RP1L1 RPL3L RPS19 RRM2B RYR1 SAMD9 SAMHD1 SCN3A SCN4A SCN8A SCN9A SCNN1A SCNN1B SCNN1G SCO2 SECISBP2 SELENOI SELENON SERPINB7 SFTPB SH3PXD2B SHMT2 SIN3A SKIC2 SLC10A1 SLC10A2 SLC12A6 SLC13A5 SLC1A2 SLC25A1 SLC25A13 SLC25A22 SLC2A1 SLC2A10 SLC2A2 SLC35A2 SLC37A4 SLC38A3 SLC39A7 SLC51B SLC5A1 SLC6A3 SLC6A5 SMARCA2 SMARCAD1 SMN1 SNX14 SOX10 SOX11 SPATA7 SPTBN4 ST3GAL5 STAG1 STAT3 STING1 STS STT3A STX3 STXBP1 SUCLG1 SUOX SUPT16H SYNJ1 TDO2 TELO2 TFAM TJP2 TMEM163 TMEM240 TMEM38B TNFRSF11A TNFSF11 TNNT1 TOR1A TP53 TP73 TPI1 TPM1 TRAF7 TRAPPC4 TRIP4 TRMT10C TRMT5 TRMU TRNT1 TRPV4 TSFM TSHR TSPYL1 TTN TUBA1A UBA1 UBA5 UBE3C UFSP2 UGT1A1 UNC13D UPF3B UQCC2 UQCC3 USP18 USP53 VAMP1 VARS2 VDR VIPAS39 VPS45 VPS50 WARS2 WASHC4 WDR45B XPA ZBTB20 ZNF142 ZNF408 HP_NEONATAL_RESPIRATORY_DISTRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEONATAL_RESPIRATORY_DISTRESS ABCA3 ABCB11 ABCB4 ALDH1A2 ALDH7A1 ALG14 ARSL ASCC1 ASXL1 ATP8B1 BIN1 CANT1 CCDC103 CCDC39 CCDC40 CCDC65 CCNO CFAP221 CFAP298 CFAP300 CFAP74 CHRNG COG7 COLQ COX14 COX6A2 CPT2 CSGALNACT1 CUL7 DDX3X DMPK DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAJC21 DNAL1 DNM1L DNM2 DPM2 DRC1 DST ENPP1 FBN1 FGFR3 FOXF1 FOXJ1 GALK1 GAS2L2 GAS8 GLUL GLYCTK GMPPA GNB2 GPC3 GPC4 GRM7 GSC HACD1 HSD3B2 HYDIN HYMAI ITGA3 KAT6A KIAA0753 KIF22 KNSTRN LAMB2 LONP1 LRRC56 MADD MCIDAS MDFIC MED12 MLYCD MT-TT MTM1 MTMR14 MYF6 MYH3 NALCN NDUFB10 NEK10 NFASC NKX2-1 NME5 NME8 NPC2 NPHS1 NR1H4 NSF NUP214 ODAD1 ODAD2 ODAD3 ODAD4 OFD1 PAX2 PBX1 PDHA1 PEX1 PIK3CD PLAGL1 PLCB3 PLEC PLPBP PTCD3 RALGAPA1 RAPSN RNF168 RPGR RSPH1 RSPH3 RSPH4A RSPH9 RUNX2 RYR1 SBDS SCN4A SFTPB SHPK SLC27A4 SLC30A9 SMPD4 SNAP25 SNRPB SOX9 SPAG1 SPEF2 SPOP SRP54 STK36 SUCLG1 TOR1A TRAF7 TRIP4 TTC12 UBE3B WT1 XYLT1 ZC4H2 ZMYND10 HP_NEONATAL_SHORT_LIMB_SHORT_STATURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEONATAL_SHORT_LIMB_SHORT_STATURE COL1A1 COL1A2 COL2A1 DYNC2LI1 EVC EVC2 FGFR3 GLI1 PRKACA PRKACB PTH1R RMRP SLC26A2 SOX9 HP_NEOPLASIA_OF_THE_NASOPHARYNX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEOPLASIA_OF_THE_NASOPHARYNX MST1R PDE11A PRKAR1A STK11 TP53 HP_NEOPLASM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEOPLASM AAGAB AARS1 ABCA5 ABCC6 ABCD1 ABL1 ACAN ACD ACP5 ACTB ACTG2 ACVR1 ACVR1B ACVRL1 ADA ADA2 ADAMTS3 ADAR ADH5 AGGF1 AIP AKT1 ALAD ALG5 ALG9 ALK ALX1 ALX3 ALX4 ANAPC1 ANGPT2 ANTXR1 ANTXR2 AP2S1 AP3D1 APC APC2 AR ARHGAP26 ARID1A ARID1B ARID2 ARL6IP6 ARMC5 ASCC1 ASCL1 ASPSCR1 ASXL1 ATM ATP2A2 ATP2B1 ATP6V1B2 ATP7A ATR ATRX AURKA AXIN2 B3GALT6 BAP1 BARD1 BAX BCHE BCL10 BCL2 BCL6 BCR BDNF BICC1 BIN1 BIRC3 BLM BLNK BMPER BMPR1A BMPR1B BRAF BRCA1 BRCA2 BRD4 BRIP1 BTK BUB1 BUB1B BUB3 C1S C2CD3 CACNA1S CALR CARD14 CARMIL2 CARS1 CASP10 CASP8 CASR CASZ1 CAT CBL CCBE1 CCDC22 CCL2 CCM2 CCND1 CD19 CD27 CD28 CD4 CD70 CD79A CD79B CD81 CD96 CDC73 CDH1 CDH23 CDK4 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CDON CEBPA CEP120 CEP57 CHD7 CHEK2 CHIC2 CHMP2B CHRNG CIB1 CLCN2 CLCNKB CLPB COG1 COL11A2 COL14A1 COL17A1 COL1A1 COL2A1 COL4A5 COL4A6 COL7A1 COQ6 CPLANE1 CPLX1 CR2 CREB1 CREBBP CRKL CSF3R CTBP1 CTC1 CTHRC1 CTLA4 CTNNB1 CTPS1 CTRC CTSA CTSC CXCR4 CYLD CYP11B1 CYP11B2 CYP26C1 CYP2A6 CYP2D6 CYSLTR2 DAXX DCC DCLRE1C DDB2 DDR2 DDX41 DDX59 DEF6 DHCR24 DHCR7 DHH DHX37 DIAPH1 DICER1 DIS3L2 DISP1 DKC1 DLC1 DLEC1 DLK1 DLL1 DLST DMRT3 DNAJB11 DNAJC21 DNASE1L3 DNM2 DNMT3A DOCK8 DPF2 DPM1 DPYSL5 DUT DVL1 DVL3 DYNC2H1 DYNC2LI1 DZIP1L ECE1 ECM1 EDN1 EDN3 EDNRB EFL1 EGFR EIF2AK4 EIF3F ELANE ELMO2 ELP1 ENG ENPP1 EP300 EPAS1 EPCAM EPHB2 EPHB4 ERBB2 ERBB3 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ESCO2 ESR1 ETV6 EVC EVC2 EWSR1 EXT1 EXT2 EXTL3 EYA1 F13A1 F13B FAM149B1 FAM20A FAM20C FAN1 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAS FASLG FAT4 FBXO28 FCHO1 FCN3 FDPS FERMT1 FGF3 FGF8 FGFR1 FGFR2 FGFR3 FGFRL1 FH FIBP FLCN FLI1 FLNA FLT3 FLT4 FOCAD FOXC2 FOXE1 FOXH1 FOXI1 FOXO1 FOXP1 FUZ FZD2 GABRD GANAB GAS1 GATA1 GATA2 GATA4 GBA1 GCDH GCGR GCM2 GDF2 GDF5 GDNF GFI1 GINS1 GJA1 GJB2 GJB3 GJB4 GJB6 GJC2 GLI1 GLI2 GLI3 GNA11 GNA14 GNAI3 GNAQ GNAS GNB1 GNPTAB GPC3 GPC4 GPC6 GPR101 GPR143 GPR161 GREM1 GRN GTF2E2 GTF2H5 H19 H4C5 H4C9 HABP2 HACE1 HAVCR2 HAX1 HDAC4 HEATR3 HEPACAM HLA-DQA1 HLA-DQB1 HLA-DRB1 HMMR HNF1A HNF1B HOXD13 HPGD HRAS HS2ST1 HSCB HSPA9 HSPG2 ICOS IDH1 IDH2 IFIH1 IFNG IFT140 IGF2 IGHG2 IGHM IGKC IGLL1 IKBKG IKZF1 IKZF3 IL2RG IL6 IL6ST IL7 IL7R ING1 INTU IPO8 IRF1 IRF2BP2 ITK IVNS1ABP JAG1 JAK2 KANSL1 KARS1 KAT6B KCNAB2 KCNE3 KCNH1 KCNJ10 KCNJ11 KCNMA1 KCNN3 KCNQ1 KCNQ1OT1 KCTD1 KDM6B KDR KDSR KEAP1 KIAA0586 KIAA0753 KIF11 KIF1B KIF7 KIT KLF6 KLHDC8B KLLN KRAS KRIT1 KRT1 KRT10 KRT14 KRT16 KRT17 KRT5 KRT6A KRT6B L2HGDH LAMA3 LAMB3 LAMC2 LBX1 LEMD3 LETM1 LIG4 LIN28B LMNA LMO1 LMOD1 LPP LRBA LRP1 LRRC8A LSM11 LUZP1 LZTR1 LZTS1 MAD1L1 MAD2L2 MAFA MAGT1 MALT1 MAN2C1 MAP2K1 MAP2K2 MAP3K1 MAP3K8 MAPK1 MAPRE2 MAPT MAX MBD4 MBTPS2 MC1R MC2R MCC MCM4 MDH2 MDM2 MDM4 MEFV MEG3 MEN1 MET MFN2 MGAT2 MGMT MINPP1 MITF MLH1 MLH3 MLLT10 MMP1 MMP23B MN1 MNX1 MPL MPLKIP MRAP MRE11 MS4A1 MSH2 MSH3 MSH6 MSL3 MSR1 MST1R MSTO1 MSX2 MT-ND5 MT-RNR1 MT-TF MT-TH MT-TK MT-TL1 MT-TP MT-TQ MT-TS1 MT-TS2 MTAP MTMR14 MTOR MUC5B MUTYH MVD MVK MXI1 MYC MYCN MYD88 MYF6 MYH11 MYH8 MYLK MYO1H MYSM1 NAB2 NAF1 NAGS NBEAL2 NBN NDP NDUFAF6 NEK1 NEK9 NELFA NF1 NF2 NFATC2 NFIX NFKB1 NFKB2 NHP2 NKX2-1 NLRP1 NNT NOD2 NODAL NOP10 NOTCH1 NOTCH3 NPM1 NQO2 NR0B1 NR3C1 NR4A3 NR5A1 NRAS NRTN NSD1 NSD2 NSUN2 NTHL1 NUMA1 NUP214 NUTM1 OCA2 OCRL OFD1 OGG1 OPCML PALB2 PALLD PARN PAX3 PAX6 PAX7 PBRM1 PCNA PDCD10 PDE11A PDE6D PDGFB PDGFRA PDGFRB PDGFRL PDPN PERP PGM3 PHB1 PHF21A PHOX2B PICALM PIEZO1 PIGG PIGL PIK3CA PIK3CD PIK3R1 PKD1 PKD2 PKHD1 PLA2G2A PLAG1 PLCB4 PLCD1 PMS1 PMS2 PNP POFUT1 POGLUT1 POLD1 POLE POLH POLR1B POLR1C POLR1D POR PORCN POT1 POU6F2 PPM1D PPP1CB PPP2R1B PRCC PRDM16 PRF1 PRKACA PRKACB PRKAR1A PRKCD PRKCZ PRKN PRLR PSEN1 PSENEN PTCH1 PTCH2 PTEN PTH1R PTPN11 PTPN12 PTPRC PTPRJ PUF60 RABL3 RAD21 RAD50 RAD51 RAD51C RAD51D RAD54B RAD54L RAF1 RAG1 RAG2 RARA RASA1 RASGRP1 RB1 RB1CC1 RBM8A RECQL4 RELA RERE REST RET RFWD3 RHBDF2 RHOH RMRP RNASEH2A RNASEH2B RNASEH2C RNASEL RNF113A RNF139 RNF43 RNF6 RNU7-1 RPA1 RPL10 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS14 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RRAS2 RSPO1 RSPRY1 RTEL1 RTL1 RUNX1 RYR1 SAMD9 SAMD9L SAMHD1 SASH1 SASH3 SBDS SCN10A SCN11A SCN4A SCN9A SDHA SDHAF2 SDHB SDHC SDHD SEC23A SEC23B SEMA3C SEMA3D SEMA4A SETBP1 SETD2 SF3B1 SFTPA2 SFTPC SH2B3 SH2D1A SH3GL1 SHH SHOC2 SHOX SIX1 SIX3 SIX6 SKI SKIC2 SKIC3 SLC12A3 SLC17A9 SLC22A18 SLC25A11 SLC26A2 SLC26A4 SLC37A4 SLC39A7 SLC45A2 SLC6A17 SLCO2A1 SLX4 SMAD4 SMARCA4 SMARCAD1 SMARCAL1 SMARCB1 SMARCC2 SMARCD1 SMARCD2 SMARCE1 SMO SMPD1 SNAI2 SOCS1 SOS1 SOX11 SOX2 SOX4 SOX6 SOX9 SPEN SPI1 SPINK1 SPRED1 SPTBN1 SQSTM1 SRC SRD5A3 SREBF1 SRGAP1 SRP19 SRP54 SRP72 SRSF2 SRY SSX2 STAC3 STAG3 STAR STAT1 STAT3 STAT6 STIM1 STK11 STK4 STS SUFU SYK TAF1 TAF15 TAL1 TAL2 TARS1 TBC1D24 TBX2 TBXT TCF3 TCF4 TCIRG1 TCOF1 TCTN3 TDGF1 TEK TERC TERF2IP TERT TET2 TFAP2A TFE3 TG TGFBR1 TGFBR2 TGIF1 THPO THSD1 TIAM1 TINF2 TLR2 TMC6 TMC8 TMEM106B TMEM107 TMEM127 TMEM216 TMEM231 TNFRSF10B TNFRSF13B TNFRSF13C TNFRSF1B TNFRSF4 TNFRSF9 TNFSF12 TOM1 TOP2A TOPORS TP53 TP63 TPP2 TRAF7 TREM2 TREX1 TRIM28 TRIM37 TRIP13 TRPM3 TRPS1 TRPV3 TSC1 TSC2 TSR2 TTC7A TUBB TWIST1 TXNRD2 TYMS TYR TYROBP UBA1 UBE2T UBE4B UROS USB1 USF3 USP48 USP8 USP9X VAMP7 VANGL1 VANGL2 VCP VHL VPS16 VPS35L WAS WASHC5 WDPCP WIPF1 WNT10A WNT5A WRAP53 WRN WT1 WWOX XIAP XPA XPC XRCC2 XRCC3 XRCC4 YY1 ZAP70 ZFHX3 ZFPM2 ZFTA ZIC2 ZNRF3 ZSWIM6 HP_NEOPLASM_BY_HISTOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEOPLASM_BY_HISTOLOGY AAGAB ABCA5 ACD ACTB ACVR1 ADA2 AKT1 ALX4 ANAPC1 ANGPT2 ANTXR2 APC APC2 ARID1A ARID1B ARID2 ASCL1 ASPSCR1 ASXL1 ATP6V1B2 AURKA AXIN2 BAP1 BARD1 BAX BCL10 BDNF BLM BMPER BMPR1A BMPR1B BRAF BRCA1 BRCA2 BRD4 BRIP1 BUB1 BUB1B BUB3 C1S CASP10 CASZ1 CCND1 CDC73 CDK4 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CEP57 CHEK2 COL14A1 COL17A1 COL1A1 COL4A5 COL4A6 COL7A1 CPLANE1 CREB1 CTNNB1 CTSC CXCR4 CYSLTR2 DCC DDB2 DHCR24 DHX37 DICER1 DIS3L2 DKC1 DLC1 DLK1 DLST DMRT3 DPF2 DYNC2LI1 DZIP1L EDN3 ELMO2 EP300 EPCAM EPHB4 ERBB2 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 EWSR1 EXT1 EXT2 FAM149B1 FAM20A FAM20C FAN1 FAS FASLG FGF3 FGFR1 FGFR3 FH FIBP FLCN FLI1 FLNA FLT4 FOXC2 FOXO1 GABRD GATA1 GATA4 GCDH GDF5 GDNF GJC2 GLI3 GNA11 GNAQ GNAS GPC3 GPC4 GREM1 H19 HDAC4 HEATR3 HRAS HSPG2 IDH1 IDH2 IFNG IGF2 IL6ST KANSL1 KCNAB2 KCNH1 KCNMA1 KCNN3 KCNQ1 KCNQ1OT1 KEAP1 KIAA0753 KIF1B KIF7 KIT KLLN KRAS KRT1 KRT10 KRT17 LBX1 LMNA LRP1 LUZP1 MAD1L1 MAN2C1 MAP2K1 MAP3K1 MAPRE2 MAX MBD4 MBTPS2 MC1R MCC MDH2 MDM2 MEG3 MEN1 MGMT MITF MLH1 MLH3 MMP1 MMP23B MNX1 MRE11 MSH2 MSH3 MSH6 MTAP MUTYH MVK MYO1H NBN NEK9 NF1 NF2 NLRP1 NOTCH3 NR0B1 NR4A3 NR5A1 NRAS NSD1 NUTM1 OCA2 OFD1 PALB2 PALLD PAX3 PAX6 PAX7 PDE11A PDE6D PDGFB PDGFRA PDGFRB PDGFRL PDPN PERP PHF21A PHOX2B PIEZO1 PIK3CA PKHD1 PLA2G2A PLCD1 PMS1 PMS2 POLE POLH POT1 POU6F2 PRDM16 PRKAR1A PRKCD PRKCZ PRLR PTCH1 PTEN PTH1R PTPN11 PTPN12 PTPRJ RABL3 RAD50 RAD51 RAD51C RAD51D RAD54B RAF1 RASGRP1 RB1 RECQL4 RELA RERE REST RET RNF43 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RSPO1 RSPRY1 RTL1 RUNX1 SDHA SDHAF2 SDHB SDHC SDHD SEC23B SEMA4A SETBP1 SETD2 SF3B1 SIX6 SKI SKIC2 SKIC3 SLC22A18 SLC25A11 SLC37A4 SLC6A17 SMAD4 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMO SOS1 SOX11 SOX2 SOX4 SOX9 SPEN SPRED1 SPTBN1 SQSTM1 SRC SRY SSX2 STK11 SUFU TAF15 TCTN3 TERF2IP TERT TFAP2A TGFBR2 TIAM1 TLR2 TMEM127 TMEM216 TOPORS TP53 TRAF7 TRIM28 TRIM37 TRIP13 TRPV3 TSC1 TSC2 TSR2 TUBB TYMS TYR UBE4B USF3 VAMP7 VHL VPS16 WRN WT1 WWOX XPA XPC YY1 ZFPM2 ZFTA HP_NEOPLASM_OF_FATTY_TISSUE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEOPLASM_OF_FATTY_TISSUE ABCC6 AKT1 ALX1 ALX3 AP2S1 APC BMPR1A CCL2 CDC73 CDKN1A CDKN1B CDKN2B CDKN2C COQ6 ENPP1 FGFR1 FLCN FUZ GNA11 HEPACAM KCTD1 KLLN KRAS LEMD3 LZTR1 MAD1L1 MEN1 MFN2 MSTO1 MT-ND5 MT-RNR1 MT-TF MT-TH MT-TK MT-TL1 MT-TP MT-TQ MT-TS1 MT-TS2 NF2 PIK3CA PTEN RPL10 SDHB SDHC SDHD SEC23B SMARCB1 SPRED1 TAF1 TBXT USF3 VANGL1 VANGL2 ZSWIM6 HP_NEOPLASM_OF_HEAD_AND_NECK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEOPLASM_OF_HEAD_AND_NECK AAGAB APC ASCC1 BLM CDKN2A CHEK2 COL14A1 COL4A5 COL4A6 CTHRC1 CTNNB1 DCC DLEC1 FH FOXE1 HABP2 KIT LZTS1 MDM2 MINPP1 MSR1 MYH11 PDE11A PDGFRA PRKAR1A RAD21 RHBDF2 RNF6 SDHA SDHB SDHC STAT1 STK11 TGFBR2 TOM1 TP53 WWOX HP_NEOPLASM_OF_STRIATED_MUSCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEOPLASM_OF_STRIATED_MUSCLE BUB1 BUB1B BUB3 CDKN2A CEP57 CHEK2 DICER1 FOXO1 HRAS IFNG KEAP1 MAD1L1 MC1R MDM2 MLH1 NBN NF1 NRAS PAX3 PAX7 PTCH1 SLC22A18 SOX6 TP53 TRIP13 TSC1 TSC2 HP_NEOPLASM_OF_THE_ADRENAL_CORTEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEOPLASM_OF_THE_ADRENAL_CORTEX APC CACNA1S CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CHEK2 CLCN2 CTNNB1 CYP11B1 CYP11B2 IDH1 IDH2 IGF2 KCNE3 KCNQ1 KCNQ1OT1 MDM2 MEN1 PRKAR1A PTEN SCN4A TERT TP53 ZNRF3 HP_NEOPLASM_OF_THE_ADRENAL_GLAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEOPLASM_OF_THE_ADRENAL_GLAND APC CACNA1S CCND1 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CHEK2 CLCN2 CTNNB1 CYP11B1 CYP11B2 DLST DNMT3A EPAS1 FH IDH1 IDH2 IGF2 KCNE3 KCNQ1 KCNQ1OT1 KIF1B MAX MDH2 MDM2 MEN1 NF1 PRKAR1A PTEN RET SCN4A SDHA SDHAF2 SDHB SDHC SDHD SLC25A11 TERT TMEM127 TP53 VHL YY1 ZNRF3 HP_NEOPLASM_OF_THE_AUTONOMIC_NERVOUS_SYSTEM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEOPLASM_OF_THE_AUTONOMIC_NERVOUS_SYSTEM ASCL1 BDNF EDN3 GDNF KIF1B LBX1 MYO1H PHOX2B RET HP_NEOPLASM_OF_THE_BREAST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEOPLASM_OF_THE_BREAST AAGAB ACD AKT1 APC ATM ATR AXIN2 BAP1 BARD1 BLM BMPR1A BRCA1 BRCA2 BRIP1 CASP10 CASP8 CDH1 CDK4 CDKN2A CDKN2B CHEK2 COL14A1 CTNNB1 ERBB2 ESR1 FAS FASLG FGFR2 GNAS HMMR IDH1 IDH2 KLLN KRAS LMNA MBD4 MC1R MDM2 MEFV MGMT MITF MLH1 MRE11 MSH2 MSH6 NBN NF1 NQO2 NTHL1 OPCML PALB2 PALLD PDE11A PHB1 PIK3CA POLD1 POLE POT1 PPM1D PRKAR1A PRKCD PRKN PRLR PTEN RABL3 RAD50 RAD51 RAD51C RAD51D RAD54L RASGRP1 RB1CC1 RELA RNF43 RPS20 SDHB SDHC SDHD SEC23B SEMA4A SLC22A18 SLC6A17 SMAD4 STK11 TERF2IP TERT TP53 TWIST1 USF3 WRN XRCC3 ZFTA HP_NEOPLASM_OF_THE_COLON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEOPLASM_OF_THE_COLON AAGAB ADA2 APC AXIN2 BLM BMPR1A BRCA1 BRCA2 BUB1 BUB1B BUB3 C1S CDKN2A CEP57 CHEK2 COL14A1 ENG EPCAM FAN1 FLCN FOXE1 GATA1 GREM1 HABP2 HEATR3 KIT KRAS MAD1L1 MBD4 MDM2 MINPP1 MLH1 MLH3 MSH2 MSH3 MSH6 MUTYH NTHL1 PALB2 PALLD PDGFRA PIK3CA PMS1 PMS2 POLD1 POLE PTEN RABL3 RNF43 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 SDHA SDHB SDHC SEMA4A SH3KBP1 SMAD4 SMAD7 STK11 TGFBR2 TP53 TRIP13 TSR2 HP_NEOPLASM_OF_THE_EAR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEOPLASM_OF_THE_EAR APC2 CCND1 CHRNG COG1 COQ6 DDR2 EYA1 FOCAD HRAS IPO8 KARS1 LZTR1 NF2 NFIX NKX2-1 NSD1 SETD2 SIX1 SMARCB1 SPRED1 SYK VHL HP_NEOPLASM_OF_THE_ENDOCRINE_SYSTEM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEOPLASM_OF_THE_ENDOCRINE_SYSTEM ABCD1 AIP AKT1 ALG5 ALG9 APC ARID1A ARID1B ARID2 ARMC5 ATP7A ATRX BAP1 BICC1 BMPR1A BRAF CACNA1S CASP10 CASR CCND1 CDC73 CDH23 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CHEK2 CLCN2 CLCNKB COQ6 CTNNB1 CYP11B1 CYP11B2 DAXX DICER1 DLST DNAJB11 DNMT3A DPF2 ECE1 EDN3 EDNRB EPAS1 EPCAM ERBB2 ERBB3 FAN1 FAS FASLG FH FLCN FOXE1 FOXI1 GANAB GCGR GCM2 GDNF GNAS GPR101 GREM1 HABP2 HEPACAM HRAS IDH1 IDH2 IFNG IFT140 IGF2 JAG1 KCNE3 KCNJ10 KCNJ11 KCNQ1 KCNQ1OT1 KEAP1 KIF1B KLLN KRAS LMNA LZTR1 MAFA MAX MDH2 MDM2 MEN1 MINPP1 MLH1 MLH3 MSH2 MSH3 MSH6 NF1 NF2 NKX2-1 NR3C1 NRAS NRTN PDE11A PDGFB PIK3CA PKD1 PKD2 PMS1 PMS2 PRKAR1A PRKCD PTEN RASGRP1 RET RPS20 SCN4A SDHA SDHAF2 SDHB SDHC SDHD SEC23B SEMA3C SEMA3D SEMA4A SLC12A3 SLC25A11 SLC26A4 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMO SOX11 SOX4 SREBF1 SRGAP1 SUFU TERT TG TGFBR2 TMEM127 TP53 TRAF7 TSC1 TSC2 USF3 USP48 USP8 VHL WRN YY1 ZNRF3 HP_NEOPLASM_OF_THE_EYE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEOPLASM_OF_THE_EYE AKT1 BAP1 BRAF CCND1 CHEK2 CYSLTR2 DDB2 DLST ERCC2 ERCC3 ERCC4 ERCC5 FH GNA11 GNAQ IFNG KIF1B KLLN KRT1 KRT10 MAX MBD4 MDH2 MSH6 NDP NF1 NF2 PIK3CA PTEN RB1 RET SDHA SDHAF2 SDHB SDHC SDHD SEC23B SF3B1 SLC25A11 SPRED1 STK11 TMEM127 TP53 TSC1 TSC2 USF3 VHL XPA XPC HP_NEOPLASM_OF_THE_GALLBLADDER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEOPLASM_OF_THE_GALLBLADDER ARSA GPR35 MST1 PSAP SEMA4D TCF4 HP_NEOPLASM_OF_THE_GENITOURINARY_TRACT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEOPLASM_OF_THE_GENITOURINARY_TRACT AAGAB ADA2 AKT1 ALX4 APC APC2 AR ARMC5 ASXL1 ATP7A AURKA AXIN2 B3GALT6 BAP1 BARD1 BAX BCL10 BLM BMPER BMPR1A BRAF BRCA1 BRCA2 BRIP1 BUB1 BUB1B BUB3 C1S CCND1 CDC73 CDH1 CDKN1B CDKN1C CDKN2A CEP57 CHEK2 COL14A1 COL4A5 COL4A6 COQ6 CREBBP CTNNB1 CXCR4 CYP11B1 DCC DHH DHX37 DICER1 DIS3L2 DLC1 DLST DMRT3 DOCK8 EP300 EPCAM EPHB2 ERBB2 EWSR1 EXT2 FAN1 FERMT1 FGFR2 FGFR3 FH FIBP FLCN FLI1 FOXE1 GATA1 GATA2 GATA4 GNAS GPC3 GPC4 GREM1 H19 HABP2 HDAC4 HEATR3 HNF1A HNF1B HRAS IDH1 IDH2 IFNG IGF2 KANSL1 KCNQ1 KCNQ1OT1 KEAP1 KIF1B KIT KLF6 KLLN KRAS LMNA LZTR1 MAD1L1 MAP3K1 MAX MBD4 MC2R MCC MDH2 MDM2 MET MINPP1 MLH1 MLH3 MNX1 MRAP MRE11 MSH2 MSH3 MSH6 MVK MXI1 NAB2 NBN NF1 NF2 NNT NOD2 NR0B1 NR5A1 NRAS NSD1 NTHL1 OGG1 OPCML PALB2 PALLD PAX6 PBRM1 PDE11A PDGFRL PHF21A PIK3CA PLA2G2A PMS1 PMS2 POLD1 POLE POT1 POU6F2 PRCC PRKAR1A PRKN PTCH1 PTEN PTPN12 PTPRJ RABL3 RAD50 RAD51 RAD51C RAD51D RAD54B RB1 RELA REST RET RNASEL RNF139 RNF43 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 SDHA SDHAF2 SDHB SDHC SDHD SEC23B SEMA4A SETBP1 SETD2 SLC25A11 SLC6A17 SMAD4 SMARCA4 SMARCB1 SOX9 SPRED1 SRC SRY STAG3 STAR STAT6 STK11 STS TFE3 TGFBR2 TLR2 TMEM127 TP53 TRIM28 TRIM37 TRIP13 TSC1 TSC2 TSR2 TXNRD2 USF3 VAMP7 VHL WNT10A WRN WT1 WWOX ZFHX3 ZFPM2 ZFTA HP_NEOPLASM_OF_THE_HEART https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEOPLASM_OF_THE_HEART ACTG2 IFNG KCTD1 LMOD1 MYH11 MYH8 MYLK PDE11A PRKAR1A PTCH1 SOX6 TSC1 TSC2 HP_NEOPLASM_OF_THE_INNER_EAR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEOPLASM_OF_THE_INNER_EAR CCND1 COQ6 HRAS KARS1 LZTR1 NF2 SMARCB1 SPRED1 VHL HP_NEOPLASM_OF_THE_LARGE_INTESTINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEOPLASM_OF_THE_LARGE_INTESTINE AAGAB ADA2 AKT1 APC AURKA AXIN2 BAX BLM BMPR1A BRAF BRCA1 BRCA2 BUB1 BUB1B BUB3 C1S CCND1 CDKN2A CEP57 CHEK2 COL14A1 CTNNB1 DCC DICER1 DLC1 DOCK8 ENG EP300 EPCAM FAN1 FGFR3 FLCN FOXE1 GATA1 GPR35 GREM1 HABP2 HEATR3 KEAP1 KIT KLLN KRAS MAD1L1 MBD4 MCC MDM2 MINPP1 MLH1 MLH3 MSH2 MSH3 MSH6 MST1 MUTYH NRAS NTHL1 PALB2 PALLD PDE11A PDGFRA PDGFRL PIK3CA PLA2G2A PMS1 PMS2 POLD1 POLE PRKAR1A PTEN PTPN12 PTPRJ RABL3 RAD54B RNF43 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 SDHA SDHB SDHC SDHD SEC23B SEMA4A SEMA4D SH3KBP1 SMAD4 SMAD7 SRC STK11 TCF4 TGFBR2 TLR2 TP53 TRIP13 TSR2 USF3 HP_NEOPLASM_OF_THE_LARYNX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEOPLASM_OF_THE_LARYNX CAT CDKN2A CHEK2 MDM2 MLH1 MSH2 MSH6 NLRP1 PORCN RSPO1 TP53 HP_NEOPLASM_OF_THE_LIVER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEOPLASM_OF_THE_LIVER ABCB11 ABCB4 ABCC8 AHCY APC APPL1 ARID1A ARID1B ARID2 ATP7B AXIN1 BLK BMP2 BMP6 BMPR1A BRCA1 BRCA2 BTK CASP10 CASP8 CC2D2A CCND1 CDKN1C CDKN2A CEL CPOX CREBBP CTNNB1 DIS3L2 DLK1 DPF2 DZIP1L EP300 EPCAM F5 FAH FAN1 FAS FASLG G6PC1 GCK GIMAP5 GNAS GPC3 GPC4 GPR35 H19 HBB HFE HMBS HNF1A HNF4A IGF2 IGF2R IL12A IL12RB1 INPP5E INS IRF5 JAG1 JAK2 KCNJ11 KCNQ1 KCNQ1OT1 KLF11 KRAS MEG3 MET MLH1 MLH3 MMEL1 MPV17 MSH2 MSH6 MST1 NAB2 NEUROD1 PALB2 PALLD PAX4 PDE11A PDGFRL PDX1 PHKA2 PHKB PHKG2 PIK3CA PKHD1 PMS1 PMS2 POU2AF1 POU6F2 PPOX PRKAR1A PRKCD PYGL RABL3 RASGRP1 RELA REST RPGRIP1L RPS20 RTL1 SEMA4A SEMA4D SERPINA1 SETBP1 SKIC2 SKIC3 SLC25A13 SLC2A2 SLC37A4 SMAD4 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMPD1 SOX11 SOX4 SPIB SPRTN STAT6 TCF4 TGFBR2 TJP2 TMEM67 TNFSF15 TNPO3 TP53 TRIM28 TRIP13 TULP3 UROD VHL WT1 ZFTA HP_NEOPLASM_OF_THE_MALE_EXTERNAL_GENITALIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEOPLASM_OF_THE_MALE_EXTERNAL_GENITALIA AKT1 AR CDC73 CDKN1B CDKN2A CHEK2 CYP11B1 DHX37 DICER1 DMRT3 EWSR1 FLI1 GATA4 IGF2 KANSL1 KEAP1 MAP3K1 MC2R MDM2 MRAP NNT NR0B1 NR5A1 PDE11A PRKAR1A PTEN SOX9 SRY STAR STK11 STS TP53 TXNRD2 VAMP7 WT1 WWOX ZFPM2 HP_NEOPLASM_OF_THE_NERVOUS_SYSTEM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEOPLASM_OF_THE_NERVOUS_SYSTEM AAGAB ADAMTS3 AKT1 ALK ALX1 ALX3 APC APC2 ARMC5 ASCL1 ASXL1 ATRX BAP1 BDNF BMPR1A BRAF BRCA2 BRD4 CASZ1 CCBE1 CCM2 CCND1 CDKN1A CDKN1B CDKN2A CDKN2B CDKN2C CHEK2 CHMP2B COL14A1 COQ6 CPLANE1 CREBBP CTNNB1 DAXX DICER1 DLST DNMT3A EDN3 EIF3F ELP1 EP300 EPAS1 EPCAM EPHB2 ERBB2 EWSR1 FAM149B1 FAN1 FAT4 FGFR1 FH FLI1 GABRD GCDH GCGR GDNF GLI3 GNAS GPC3 GPC4 GPR161 GRN HACE1 HRAS HSPG2 IDH1 IDH2 IFNG KARS1 KCNAB2 KCNJ11 KEAP1 KIAA0753 KIF1B KIF7 KIT KLLN KRAS KRIT1 L2HGDH LBX1 LIN28B LMNA LMO1 LRP1 LUZP1 LZTR1 MAFA MAN2C1 MAPRE2 MAPT MAX MBD4 MDH2 MDM2 MEN1 MLH1 MLH3 MMP23B MN1 MSH2 MSH3 MSH6 MYCN MYO1H NAB2 NBN NF1 NF2 NOTCH3 NRAS NSD1 NTHL1 NUTM1 OCRL OFD1 PALB2 PDCD10 PDE11A PDE6D PDGFB PDGFRB PDPN PHOX2B PIK3CA PMS1 PMS2 POLD1 POLE POT1 PRDM16 PRKAR1A PRKCZ PSEN1 PTCH1 PTCH2 PTEN PTPN11 RAF1 RB1 RELA RERE RET RNF43 RPS20 RUNX1 SDHA SDHAF2 SDHB SDHC SDHD SEC23B SEMA4A SETBP1 SETD2 SIX6 SKI SLC25A11 SMARCB1 SMARCE1 SMO SOX2 SPEN SPRED1 SPTBN1 STAT6 SUFU TCTN3 TERT TGFBR2 TIAM1 TMEM106B TMEM127 TMEM216 TOP2A TOPORS TP53 TRAF7 TREM2 TSC1 TSC2 TUBB UBE4B USF3 VCP VHL VPS16 WDPCP WRN WT1 YY1 ZFTA ZSWIM6 HP_NEOPLASM_OF_THE_ORAL_CAVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEOPLASM_OF_THE_ORAL_CAVITY AKT1 APC BAP1 C2CD3 CASP10 CEP120 CPLANE1 DDX59 DYNC2H1 EDN1 FAM149B1 FAS FASLG FGF3 GJB2 GJB6 GNAI3 HSPG2 INTU KAT6B KIAA0586 KIAA0753 KIF7 LMNA MAN2C1 MDM4 MLH1 MSH2 MSH6 MYC NEK1 NF2 OCRL OFD1 PDE6D PDGFB PIK3CA PLAG1 PLCB4 PRKAR1A PRKCD PTCH1 RASGRP1 RSPRY1 SMARCB1 SMARCE1 SMO SUFU TCTN3 TERT TMEM107 TMEM216 TMEM231 TOPORS TRAF7 WDPCP WRAP53 WRN HP_NEOPLASM_OF_THE_PANCREAS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEOPLASM_OF_THE_PANCREAS AAGAB ACD ACVR1B APC BAP1 BARD1 BMPR1A BRCA1 BRCA2 BRD4 BRIP1 CCND1 CDC73 CDK4 CDKN1A CDKN1B CDKN2A CDKN2B CDKN2C CHEK2 CLCNKB COL14A1 CTC1 CTRC DKC1 EPCAM EWSR1 FAN1 FLI1 GCGR KCNJ11 KRAS MAFA MC1R MDM2 MEN1 MGMT MITF MLH1 MLH3 MRE11 MSH2 MSH6 NBN NHP2 NOP10 NOTCH3 NPM1 NTHL1 NUTM1 PALB2 PALLD PARN PDE11A PDGFRB PIK3CA PMS1 PMS2 POT1 PRKAR1A PTEN RABL3 RAD50 RAD51 RAD51C RAD51D RNF43 RPS20 RTEL1 SEMA4A SLC12A3 SMAD4 SPINK1 STK11 TERC TERF2IP TERT TGFBR2 TINF2 TP53 TYMS USB1 VHL WRAP53 WT1 HP_NEOPLASM_OF_THE_PARATHYROID_GLAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEOPLASM_OF_THE_PARATHYROID_GLAND CASR CDC73 CDKN1A CDKN1B CDKN2B CDKN2C CLCNKB FLCN GCM2 IDH1 IDH2 IFNG MEN1 NF1 RET SLC12A3 TSC1 TSC2 HP_NEOPLASM_OF_THE_PERIPHERAL_NERVOUS_SYSTEM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEOPLASM_OF_THE_PERIPHERAL_NERVOUS_SYSTEM AKT1 APC ARMC5 ASCL1 ATRX BAP1 BDNF CCM2 CCND1 CDKN1A CDKN1B CDKN2B CDKN2C COQ6 DAXX DLST DNMT3A EDN3 EPAS1 FH GCGR GDNF GNAS HRAS IFNG KARS1 KCNJ11 KIF1B KIT KRIT1 LBX1 LMNA LRP1 LZTR1 MAFA MAX MBD4 MDH2 MEN1 MLH1 MYO1H NF1 NF2 PDCD10 PDE11A PDGFB PHOX2B PIK3CA PRKAR1A RET RNF43 SDHA SDHAF2 SDHB SDHC SDHD SLC25A11 SMARCB1 SMARCE1 SMO SPRED1 SPTBN1 SUFU TERT TMEM127 TRAF7 TSC1 TSC2 VHL YY1 HP_NEOPLASM_OF_THE_PITUITARY_GLAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEOPLASM_OF_THE_PITUITARY_GLAND AIP AKT1 ALG5 ALG9 APC ARMC5 ATRX BAP1 BICC1 BMPR1A BRAF CDH23 CDKN1A CDKN1B CDKN2B CDKN2C COQ6 CTNNB1 DNAJB11 EPCAM FAN1 GANAB GNAS GPR101 IDH1 IDH2 IFNG IFT140 KRAS LZTR1 MEN1 MLH1 MLH3 MSH2 MSH6 NF2 NR3C1 PDE11A PDGFB PIK3CA PKD1 PKD2 PMS1 PMS2 PRKAR1A RPS20 SEMA4A SMARCB1 SMARCE1 SMO SUFU TERT TGFBR2 TP53 TRAF7 TSC1 TSC2 USP48 USP8 YY1 HP_NEOPLASM_OF_THE_RECTUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEOPLASM_OF_THE_RECTUM AKT1 APC AXIN2 BMPR1A CDKN2A CHEK2 DICER1 ENG EPCAM FAN1 GREM1 KEAP1 KIT KLLN KRAS MDM2 MLH1 MLH3 MSH2 MSH3 MSH6 MUTYH NTHL1 PDE11A PDGFRA PIK3CA PMS1 PMS2 POLD1 POLE PRKAR1A PTEN RNF43 RPS20 SDHA SDHB SDHC SDHD SEC23B SEMA4A SMAD4 STK11 TGFBR2 TP53 USF3 HP_NEOPLASM_OF_THE_RESPIRATORY_SYSTEM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEOPLASM_OF_THE_RESPIRATORY_SYSTEM AAGAB AKT1 APC2 BAP1 BRAF BRCA2 CASP8 CAT CDKN2A CHEK2 COL14A1 COL4A5 COL4A6 CTNNB1 CYP2A6 DICER1 DIS3L2 EGFR ERBB2 ERCC6 EWSR1 FASLG GPC3 H19 HPGD IFNG IRF1 KEAP1 KRAS LMNA MAP3K8 MBTPS2 MDM2 MLH1 MSH2 MSH6 MST1R MUC5B NAB2 NDUFAF6 NLRP1 NOTCH3 NSD1 PDE11A PDGFRB PERP PIK3CA PORCN POT1 POU6F2 PPP2R1B PRKAR1A PRKN PTEN RB1 RELA REST RSPO1 SETD2 SFTPA2 SFTPC SLC22A18 SLCO2A1 SPRED1 STAT6 STK11 TERT TP53 TRIM28 TRIP13 TRPV3 TSC1 TSC2 WRN WT1 ZFTA ZNRF3 HP_NEOPLASM_OF_THE_SKELETAL_SYSTEM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEOPLASM_OF_THE_SKELETAL_SYSTEM AAGAB ACAN ACP5 ADA2 ADAR AKT1 ALX4 ANAPC1 APC ATP7A BMPR1A CDKN2A CHEK2 CHRNG COL11A2 COL14A1 COL2A1 EPCAM EXT1 EXT2 FAN1 FGFR1 FGFR3 GATA1 GLI3 HEATR3 IDH1 IDH2 IFIH1 IFNG IPO8 KRAS LMNA LSM11 MAD1L1 MDM2 MLH1 MLH3 MSH2 MSH6 MSX2 MTAP NFATC2 NR4A3 PDE11A PHF21A PIK3CA PMS1 PMS2 POLR1B POLR1C POLR1D PORCN PRKAR1A PTEN PTH1R PTPN11 RAD21 RB1 RECQL4 RNASEH2A RNASEH2B RNASEH2C RNU7-1 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 SAMHD1 SEMA4A SHOX SOX6 SQSTM1 TAF15 TCOF1 TGFBR2 TP53 TREX1 TRPS1 TSC1 TSC2 TSR2 WRN HP_NEOPLASM_OF_THE_SKIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEOPLASM_OF_THE_SKIN AAGAB AARS1 AKT1 ALX3 ANAPC1 ANGPT2 AP3D1 APC ATP2A2 ATR BAP1 BLM BLNK BMPR1A BRAF BRD4 CARMIL2 CARS1 CASP10 CD28 CD4 CD79A CD79B CDK4 CDKN1B CDKN2A CIB1 COL14A1 COL17A1 COL1A1 COL7A1 COQ6 CREBBP CTLA4 CTNNB1 CTSC CXCR4 CYLD DCLRE1C DDB2 DICER1 DKC1 DOCK8 ECM1 EP300 EPCAM ERCC2 ERCC3 ERCC4 ERCC5 FAN1 FAS FASLG FCN3 FDPS FERMT1 FGFR1 FH FLCN FLT4 FOXE1 GATA1 GATA2 GJA1 GJB2 GJB3 GJB4 GJB6 GJC2 GNA14 GNAS GPR143 GTF2E2 GTF2H5 HPGD HRAS IFNG IGHM IGLL1 IKBKG IL6 IL7 ING1 IVNS1ABP KDSR KEAP1 KIT KLLN KRAS KRT14 KRT16 KRT17 KRT5 KRT6A KRT6B LAMA3 LAMB3 LAMC2 LMNA LRP1 LRRC8A LZTR1 MAD1L1 MBTPS2 MC1R MEN1 MITF MLH1 MLH3 MMP1 MPLKIP MSH2 MSH3 MSH6 MVD MVK NAF1 NF1 NF2 NLRP1 NOTCH3 NRAS NTHL1 NUTM1 OCA2 OCRL PDE11A PDGFB PDGFRB PERP PIEZO1 PIK3CA PIK3R1 PLCD1 PMS1 PMS2 POFUT1 POGLUT1 POLH PORCN PRKAR1A PRKCD PSENEN PTCH1 PTCH2 PTEN RASA1 RASGRP1 RECQL4 RHOH RMRP RNF113A RPS19 RPS20 RSPO1 SASH1 SASH3 SDHB SDHC SDHD SEC23B SEMA4A SLC17A9 SLC39A7 SLC45A2 SLCO2A1 SLX4 SMARCAD1 SMARCB1 SMARCE1 SMO SNAI2 SPI1 SPRED1 SPTBN1 STAT1 STIM1 STK11 STK4 SUFU TARS1 TCF3 TERC TERT TGFBR2 TINF2 TMC6 TMC8 TNFRSF10B TNFRSF1B TNFRSF4 TOM1 TP53 TPP2 TRAF7 TRPV3 TSC1 TSC2 TYMS TYR UROS USF3 WNT10A WRN XPA XPC HP_NEOPLASM_OF_THE_SMALL_INTESTINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEOPLASM_OF_THE_SMALL_INTESTINE AAGAB APC BMPR1A COL14A1 GREM1 KIT LMNA MLH1 MSH2 NTHL1 PDGFRA SDHA SDHB SDHC SDHD SMAD4 STK11 WRN HP_NEOPLASM_OF_THE_STOMACH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEOPLASM_OF_THE_STOMACH AAGAB ACD AKT1 APC AURKA AXIN2 BAP1 BAX BCL10 BLM BMPR1A BRAF BUB1 BUB1B BUB3 CASP10 CCND1 CDH1 CDK4 CDKN2A CDKN2B CEP57 CHEK2 COL14A1 CTNNB1 DCC DLC1 ENG EP300 ERBB2 FGFR2 FGFR3 FLCN IL1B IL1RN IRF1 KIT KLF6 KRAS MC1R MCC MDM2 MGMT MITF MLH1 MLH3 MSH2 MSH3 MSH6 MUTYH NRAS PDE11A PDGFRA PDGFRL PIK3CA PLA2G2A POT1 PRKAR1A PTCH1 PTPN12 PTPRJ RAD54B RPS20 SDHA SDHB SDHC SEMA4A SMAD4 SRC STK11 TERF2IP TERT TLR2 TP53 TREX1 TRIP13 HP_NEOPLASM_OF_THE_THYMUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEOPLASM_OF_THE_THYMUS AKT1 CDKN1A CDKN1B CDKN2B CDKN2C MEN1 PTEN HP_NEOPLASM_OF_THE_THYROID_GLAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEOPLASM_OF_THE_THYROID_GLAND ABCD1 AKT1 APC ARID1A ARID1B ARID2 ATP7A BMPR1A CASP10 CDC73 CDKN1A CDKN1B CDKN2A CDKN2B CDKN2C CHEK2 DICER1 DPF2 ECE1 EDN3 EDNRB EPCAM ERBB2 ERBB3 FAN1 FAS FASLG FLCN FOXE1 FOXI1 GDNF GREM1 HABP2 HEPACAM HRAS JAG1 KCNJ10 KEAP1 KLLN KRAS LMNA MDM2 MEN1 MINPP1 MLH1 MLH3 MSH2 MSH3 MSH6 NKX2-1 NRAS NRTN PDE11A PIK3CA PMS1 PMS2 PRKAR1A PRKCD PTEN RASGRP1 RET RPS20 SDHB SDHC SDHD SEC23B SEMA3C SEMA3D SEMA4A SLC26A4 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMO SOX11 SOX4 SREBF1 SRGAP1 TG TGFBR2 TP53 USF3 WRN HP_NEOPLASM_OF_THE_TONGUE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEOPLASM_OF_THE_TONGUE AKT1 BAP1 C2CD3 CASP10 CEP120 CPLANE1 DDX59 DYNC2H1 EDN1 FAM149B1 FAS FASLG GJB2 GJB6 GNAI3 INTU KAT6B KIAA0586 KIAA0753 KIF7 MAN2C1 MDM4 NEK1 NF2 OFD1 PDE6D PDGFB PIK3CA PLCB4 PRKCD RASGRP1 SMARCB1 SMARCE1 SMO SUFU TCTN3 TERT TMEM107 TMEM216 TMEM231 TOPORS TRAF7 WDPCP WRAP53 HP_NEOPLASM_OF_THE_TRACHEOBRONCHIAL_SYSTEM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEOPLASM_OF_THE_TRACHEOBRONCHIAL_SYSTEM BRAF CASP8 COL4A5 COL4A6 CYP2A6 DICER1 EGFR ERBB2 ERCC6 FASLG IRF1 KEAP1 KRAS MAP3K8 MUC5B PIK3CA PPP2R1B PRKN SFTPA2 SFTPC SLC22A18 TERT HP_NEPHRITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEPHRITIS ACTN4 ALDH18A1 ALG5 ALG9 ALMS1 ANKFY1 ANLN APOL1 ARHGAP24 ARHGDIA BANK1 BICC1 BLK BNC2 C1QA C3 C4A C4B CASP10 CD151 CD2AP CD81 CFHR5 CFI COL4A3 COL4A4 COL4A5 COL7A1 COPA COQ8B CR2 CRB2 CTLA4 DAAM2 DGKE DNAJB11 DNASE1 DNASE1L3 DNASE2 EFEMP2 ELN EMP2 ETS1 FAS FASLG FBLN5 FCGR2A FCGR2B FCGR3B FOXP3 GANAB GAPVD1 HLA-DRB1 HMOX1 HOXA13 IFT140 IGHG1 IL10 INF2 IRAK1 IRF5 ITGAM JAK1 JAZF1 KANK2 KCTD1 KIAA0319L KIRREL1 LAGE3 LMNB2 LMX1B LTBP1 MAGI2 MECP2 MED12 MME MMP1 MYCN MYH11 MYH9 MYO1E NPHS1 NPHS2 NUP107 NUP133 NUP160 NUP205 NUP37 NUP85 NUP93 PAX2 PDCD1 PGM3 PKD1 PKD2 PLCE1 PLG PRKCD PTPN22 PTPRO PXK RASGRP1 SAT1 SHANK3 SLC37A4 SLC7A7 SMARCAL1 SOCS1 SOX18 SPP1 STAT4 TBC1D8B TLR7 TNFAIP3 TNFSF4 TNIP1 TREX1 TRIM8 TRPC6 UBE2L3 UMOD VPS33A WDR19 WT1 XDH ZAP70 ZNFX1 HP_NEPHROBLASTOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEPHROBLASTOMA ALX4 ASXL1 BLM BRCA2 BUB1 BUB1B BUB3 C1S CDC73 CDKN1C CEP57 DHX37 DICER1 DIS3L2 DMRT3 EXT2 FIBP GATA4 GPC3 GPC4 H19 HDAC4 HRAS IGF2 KCNQ1 KCNQ1OT1 MAP3K1 NR0B1 NR5A1 PALB2 PAX6 PHF21A PIK3CA POU6F2 PTCH1 REST SETBP1 SOX9 SPRED1 SRY TP53 TRIM28 TRIM37 TRIP13 VAMP7 WT1 WWOX ZFPM2 HP_NEPHROCALCINOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEPHROCALCINOSIS ABCC6 ADAT3 AGXT AIRE ALPL AMMECR1 ATP1A1 ATP6V0A4 ATP6V1B2 ATP6V1E1 BAZ1B BCL7B BSND BTNL2 BUD23 CASR CDC73 CDKN1C CLCN5 CLCNKA CLCNKB CLDN16 CLDN19 CLIP2 CLPB COL4A3 CTNS CYP24A1 DNAJC21 DNAJC30 DYNC2I2 EIF4H ELN ENPP1 FAH FAM20A FGF23 FKBP6 FUT8 GALNT3 GATA3 GCM2 GEMIN4 GNA11 GRHPR GTF2I GTF2IRD1 GTF2IRD2 HLA-DRB1 HNF4A HOGA1 HPRT1 HSD11B2 IGF2 INSR KCNJ1 KCNQ1 KCNQ1OT1 LIMK1 MAGED2 MEFV MEN1 METTL27 MLXIPL MYO5B NCF1 OCRL OXGR1 PEX3 PIGT PIK3C2A POLRMT PTH PTH1R RFC2 ROR2 RRAGD SBDS SLC12A1 SLC1A2 SLC2A2 SLC34A1 SLC34A3 SLC37A4 SLC4A1 SRCAP SRP54 STRADA STX1A STX3 TBC1D24 TBL2 TMEM270 TOR1A TRNT1 TTC26 VIPAS39 VPS33B VPS37D ZNF687 HP_NEPHROGENIC_DIABETES_INSIPIDUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEPHROGENIC_DIABETES_INSIPIDUS AQP2 ARL6 AVPR2 BBS1 CCDC28B CRLS1 VIPAS39 VPS33B HP_NEPHROLITHIASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEPHROLITHIASIS ACVRL1 ADAMTSL1 ADCY10 AGPAT2 AGXT AIP ALG5 ALG9 ANTXR1 AP2S1 APRT ARMC5 ARSK ATP6V1B1 ATP7B BAZ1B BCL7B BICC1 BSCL2 BTNL2 BUD23 CA2 CACNA1D CAMKMT CASR CDC73 CDKN1A CDKN1B CDKN1C CDKN2B CDKN2C CEACAM3 CEACAM6 CFTR CHKA CHST14 CLCA4 CLCN5 CLDN10 CLDN16 CLDN19 CLDN2 CLIP2 COQ6 CREBBP CTH CTNS CYP24A1 DCTN4 DNAJB11 DNAJC30 DSE EDNRA EIF4H ELN ENG EP300 FBN1 FKBP6 G6PC1 GANAB GCLC GCM2 GDF2 GNA11 GNAS GRHPR GSTM3 GTF2I GTF2IRD1 GTF2IRD2 HFE HGD HLA-DRB1 HMOX1 HNF1B HOGA1 HPRT1 HSPG2 IFT140 IGF2 KCNH1 KCNN4 KCNQ1 KCNQ1OT1 KL KRT17 LIMK1 MEN1 METTL27 MGME1 MIF MLXIPL MOCOS MOCS1 MOCS2 MYL9 NCF1 NHERF1 NOD2 OCRL OPLAH OXGR1 PAX2 PIDD1 PKD1 PKD2 PLCD1 PLG PPM1B PREPL PRPS1 RFC2 ROR2 SERPINA1 SERPINH1 SETBP1 SI SLC11A1 SLC1A1 SLC22A12 SLC26A1 SLC26A9 SLC2A9 SLC34A1 SLC34A2 SLC34A3 SLC36A2 SLC37A4 SLC3A1 SLC4A1 SLC5A1 SLC6A14 SLC7A9 SLC9A3 SMAD4 SPRED1 STX1A TBC1D7 TBL2 TGFB1 TMEM270 USP8 VDR VPS37D XDH HP_NEPHRONOPHTHISIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEPHRONOPHTHISIS AHI1 ANKS6 CEP120 CEP164 CEP290 CEP41 CEP83 DCDC2 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 FAN1 GLIS2 IFT140 IFT172 IFT43 IFT80 INVS IQCB1 KIAA0753 MAPKBP1 NEK8 NPHP1 NPHP3 NPHP4 RPGRIP1L SDCCAG8 TMEM138 TMEM216 TMEM67 TRAF3IP1 TRIP11 TTC21B WDR19 XPNPEP3 ZNF423 HP_NEPHROPATHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEPHROPATHY ABCC8 ADA2 APOA1 APPL1 B2M BLK CC2D2A CCND1 CEL CEP120 CEP290 CISD2 CLDN19 COL4A5 COL4A6 CPOX DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 FAM20A FGA FOXI1 GCK GLA GON7 HIC1 HNF1A HNF4A HPRT1 IFT140 IFT172 IFT80 INPP5E INS KCNJ10 KCNJ11 KIAA0753 KLF11 LAGE3 LYZ MAFB MEFV MMACHC MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW MYH9 NEUROD1 NLRP3 NOD2 NPHP1 NUP107 NUP133 OSGEP PAFAH1B1 PAX4 PAX6 PDX1 PRDX1 PRODH RPGRIP1L SAA1 SCARB2 SCNN1A SCNN1B SCNN1G SEC61A1 SLC26A4 SLC2A2 SLC5A2 SMARCAL1 TMEM138 TMEM216 TMEM231 TMEM237 TMEM67 TP53RK TPRKB TREX1 TTC21B TTR UMOD VIPAS39 VPS33B WAS WDR19 WDR4 WDR73 WFS1 WIPF1 WT1 YRDC YWHAE ZNF423 HP_NEPHROTIC_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEPHROTIC_SYNDROME ADA ALG1 ANLN APOA1 ARHGDIA ARL6 AVIL B2M BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 C1QBP C3 CASP10 CCND1 CEP19 CEP290 CFAP418 CHD7 CHST14 COL4A3 COL4A4 COL4A5 COQ2 COQ6 COQ8B CRB2 CYBC1 DAAM2 DCLRE1C DGKE DHX37 DMRT3 EMP2 FGA FN1 FOXP3 GATA3 GATA4 GLA GON7 GSN IFIH1 IFT172 IFT27 IFT74 IL2RG IL7R IRAK1 ITGA3 JAK1 KANK2 KIRREL1 LAGE3 LAMA5 LAMB2 LIG4 LMNB2 LMX1B LYZ LZTFL1 MAGI2 MAP3K1 MARS1 MEFV MKKS MKS1 MME MYO1E NEXMIF NLRP3 NOS1AP NPHP1 NPHS1 NPHS2 NR0B1 NR5A1 NUP107 NUP133 NUP160 NUP205 NUP85 NUP93 OSGEP PAX2 PDSS2 PLCE1 PMM2 PRKCD PTPRO PUS3 RAG1 RAG2 RASA1 RMRP SAA1 SAT1 SCAPER SCARB2 SCLT1 SDCCAG8 SERPINA1 SGPL1 SLC17A5 SLC35A2 SMARCAL1 SNAP29 SOX9 SPP1 SRY STAT4 TBC1D8B TP53RK TPRKB TRIM32 TRIM8 TRPC6 TTC8 VAMP7 VPS33A WDPCP WDR4 WDR73 WT1 WWOX YRDC ZAP70 ZFPM2 ZNF592 ZNFX1 HP_NEURALGIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEURALGIA AKT1 BAP1 NF2 PDGFB PIK3CA PRNP SH3TC2 SMARCB1 SMARCE1 SMO SUFU TERT TRAF7 HP_NEURAL_TUBE_DEFECT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEURAL_TUBE_DEFECT ABCD1 ACTB AHI1 AIPL1 ALG3 ALX1 ALX3 ALX4 AMER1 ARHGAP31 ARID1B ARL13B ARL3 ARMC9 ARPC4 ARSB ARVCF ATP6V1B2 B3GALNT2 B3GLCT B4GAT1 B9D1 B9D2 BAZ1B BCL7B BICD2 BMP2 BMPER BMS1 BRAF BRCA1 BRCA2 BRIP1 BTD BUD23 C2CD3 CBY1 CC2D2A CCBE1 CCL2 CCNQ CDH1 CDK13 CDON CEP104 CEP120 CEP290 CEP41 CEP55 CHN1 CHRNG CLIP2 COL18A1 COL2A1 COLEC10 COLEC11 COMT CPLANE1 CRB1 CREBBP CRPPA CRX CSPP1 CUL7 CYP26B1 CYP27A1 DACT1 DARS1 DISP1 DKK1 DLK1 DLL1 DLL3 DLL4 DNAJC30 DOCK6 EIF4H ELN EOGT EP300 ERCC4 ESCO2 EXT1 EXT2 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FGF8 FGFR1 FGFR3 FIBP FKBP6 FKRP FKTN FLI1 FLNA FLNB FLVCR2 FOXH1 FRAS1 FREM2 FUZ GALNS GAS1 GDF3 GDF6 GJA1 GLB1 GLI2 GLI3 GMPPB GNPTAB GP1BB GPKOW GRIP1 GTF2I GTF2IRD1 GTF2IRD2 GUCY2D H19 HAAO HES7 HIRA HMX1 HNRNPK HOXD13 HRAS HSPG2 HYLS1 IFT140 IFT74 IGF2 IKBKG IMPDH1 INPP5E IQCB1 IRF6 ITGB4 JMJD1C KANSL1 KATNIP KCNH1 KCNJ13 KCNQ1OT1 KIAA0586 KIAA0753 KIF22 KIF7 LAMB1 LARGE1 LCA5 LFNG LIG4 LIMK1 LMX1B LRAT MAD2L2 MAFB MAP3K7 MASP1 MEG3 MEOX1 MESP2 METTL27 MKS1 MLXIPL MSX2 MTHFD1 MTHFR MTR MTRR MYH3 NAXE NCF1 NDE1 NEK9 NF1 NF2 NMNAT1 NODAL NOTCH1 NOTCH2NLC NOTCH3 NPHP1 NSUN2 NUAK2 OFD1 PAK2 PALB2 PAX3 PCYT1A PDE6D PHGDH PIBF1 PIK3CA PLCH1 PLEC POLA1 POLR1B POLR1C POLR1D POMGNT1 POMK POMT1 POMT2 PORCN PSAT1 PTCH1 PTDSS1 PTPN11 PUF60 RAB23 RAD51 RAD51C RAF1 RASA1 RBM8A RBPJ RD3 RDH12 RECQL4 RFC2 RFWD3 RIPPLY2 RMRP RORA RPE65 RPGRIP1 RPGRIP1L RPS19 RREB1 RTL1 RUNX2 RXYLT1 SALL4 SC5D SEC24C SETBP1 SF3B2 SHH SIN3A SIX3 SLC25A19 SLX4 SMC1A SMO SNRPB SOX9 SPATA7 STAG2 STIL STX1A SUFU SUPT16H TBC1D24 TBL2 TBX1 TBX15 TBX6 TBXT TCOF1 TCTN1 TCTN2 TCTN3 TDGF1 TGIF1 TMEM107 TMEM138 TMEM216 TMEM218 TMEM231 TMEM237 TMEM270 TMEM67 TMTC3 TNXB TOGARAM1 TRIM36 TUBB4B TULP1 TXNDC15 UBA2 UBE2T UFD1 USP45 VANGL1 VANGL2 VPS37D VSX1 WBP11 WDR81 WNT7A XRCC2 ZIC1 ZIC2 ZIC3 ZNF423 ZSWIM6 HP_NEURODEGENERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEURODEGENERATION AARS2 ABCD1 ADAR ANG ANXA11 ATXN2 ATXN3 C19orf12 CCNF CFAP410 CHCHD10 CHMP2B COASY COQ2 CSF1R DAO DCTN1 DLAT EPHA4 ERBB4 ERCC6 FA2H FIG4 FOLR1 FTL FUS GALC GLE1 GLT8D1 GM2A GUSB HNRNPA1 HSD17B10 HTT IDS IDUA IFIH1 LSM11 LYST MAPT MATR3 MFSD8 NAE1 NARS2 NAXD NBN NEFH NEK1 OPTN PANK2 PCNA PDE8B PFN1 PLA2G6 PON1 PON2 PON3 PPARGC1A PRPH RNASEH2A RNASEH2B RNASEH2C RNU7-1 SAMHD1 SLC2A3 SOD1 SPTBN1 SQSTM1 TAF15 TANGO2 TARDBP TBK1 TREM2 TREX1 TTC19 TXN2 UBQLN2 UBTF UCHL1 UNC13A VAPB VCP WDR45 ZBTB20 HP_NEUROENDOCRINE_NEOPLASM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEUROENDOCRINE_NEOPLASM APC ARMC5 ATRX CCND1 CDKN1A CDKN1B CDKN2B CDKN2C DAXX DLST DNMT3A EPAS1 FH GCGR GNAS HRAS IFNG KCNJ11 KIF1B LMNA MAFA MAX MDH2 MEN1 NF1 PRKAR1A RET SDHA SDHAF2 SDHB SDHC SDHD SLC25A11 TMEM127 TSC1 TSC2 VHL YY1 HP_NEUROFIBRILLARY_TANGLES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEUROFIBRILLARY_TANGLES ABCA7 APOE APP CHMP2B CYLD GRN ITM2B MAPT MPO NOS3 NPC1 NPC2 PLA2G6 PLAU PRNP PSEN1 PSEN2 SORL1 TMEM106B TOMM40 TREM2 VCP VPS13C HP_NEUROFIBROMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEUROFIBROMA AKT1 BAP1 KIT LRP1 MLH1 NF1 NF2 PDGFB PIK3CA SDHB SDHC SMARCB1 SMARCE1 SMO SPRED1 SPTBN1 SUFU TERT TRAF7 HP_NEUROGENIC_BLADDER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEUROGENIC_BLADDER ACER3 ARNT2 ATP13A2 ATXN3 CEP85L CHCHD10 CHRNA3 CISD2 CLCN6 COG5 COG7 ELOVL1 EN1 EPHB4 ERCC6 ERCC8 FARS2 FBXO7 GBE1 GJA1 GNB1 HES7 LIG3 MACF1 MAP3K7 MARS2 MNX1 MTFMT NOTCH3 PEX3 PLP1 PPOX RASA1 SNCA TBCD TBCK TRAPPC12 VANGL1 VPS11 WFS1 HP_NEUROINFLAMMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEUROINFLAMMATION C4A CCR1 CTLA4 ERAP1 FAS HLA-B IFNGR1 IKBKG IL10 IL12A IL12A-AS1 IL23R KLRC4 MEFV NLRP3 NOD2 POLG PRORP STAT4 TK2 TLR4 TLR7 UBAC2 HP_NEUROMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEUROMA CCM2 KRIT1 NF1 NF2 PDCD10 PIK3CA HP_NEUROMUSCULAR_DYSPHAGIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEUROMUSCULAR_DYSPHAGIA ACTA1 COQ2 FARS2 GALC KBTBD13 KLHL41 MAPT MYPN NEB TPM2 TPM3 HP_NEURONAL_LOSS_IN_CENTRAL_NERVOUS_SYSTEM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEURONAL_LOSS_IN_CENTRAL_NERVOUS_SYSTEM ADH1C ATXN2 ATXN8OS BRAT1 BSCL2 C9orf72 CHMP2B CSF1R CTSD CTSF DNMT1 FIG4 FUS GBA1 GLUD2 GRN HTT KCNT1 MAPT MT-TT NARS2 NPC1 NR4A2 PDYN PIGA PLA2G6 POLG PRNP PSAP PSEN1 SCO2 SERPINI1 SLC9A6 SNCAIP TBCD TBP VAC14 VAPB ZNHIT3 HP_NEURONAL_LOSS_IN_THE_CEREBRAL_CORTEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEURONAL_LOSS_IN_THE_CEREBRAL_CORTEX CHCHD10 FUS PC PIGA SQSTM1 TARDBP TBK1 VCP HP_NEUROPATHIC_ARTHROPATHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEUROPATHIC_ARTHROPATHY ATL1 ATL3 ELP1 NTRK1 SPTLC1 SPTLC2 HP_NEUROPATHIC_SPINAL_ARTHROPATHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEUROPATHIC_SPINAL_ARTHROPATHY AGRN CHAT COL13A1 EBP EXT1 EXT2 FKRP GDAP1 GMPPB GNE LARGE1 MGME1 MYO9A POMT1 POMT2 SH3TC2 SLC18A3 SLC25A1 SLC5A7 SNAP25 SNX14 SYT2 VAMP1 HP_NEUTROPENIA_IN_PRESENCE_OF_ANTI_NEUTROPIL_ANTIBODIES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEUTROPENIA_IN_PRESENCE_OF_ANTI_NEUTROPIL_ANTIBODIES CASP10 CIITA CTLA4 FAS FASLG FCGR3B FOXP3 ICOS ITCH PGM3 PIK3CG PNP PRKCD RAG1 RASGRP1 RFX5 RFXANK RFXAP SASH3 STAT1 STAT3 TOM1 TPP2 HP_NEUTROPHILIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEUTROPHILIA ASXL1 CSF3R IL1RN IL36RN IRF8 KIT MEFV MVK OTULIN PIK3CD RAC2 RELB SLC35C1 SRSF2 TBK1 TET2 TICAM1 TLR3 TRAF3 UNC93B1 ZNFX1 HP_NEVUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEVUS ACD ACTB AKT1 ALX4 ARL6IP6 ASXL1 ASXL2 BAP1 BAZ1B BCL7B BLOC1S5 BRAF BUD23 CAMK2A CBL CDC42 CDH11 CDH3 CDK10 CDK13 CDK4 CDKN1C CDKN2A CDKN2B CHRNA7 CHRNG CLIP2 COL3A1 COL7A1 CYP1B1 CYP26C1 DDB2 DIS3L2 DNAJC30 DUT DVL1 DVL3 EDEM3 EED EIF4H ELN ERCC2 ERCC3 ERCC4 ERCC5 ERF EZH2 FBN1 FGFR1 FGFR2 FGFR3 FKBP10 FKBP6 FOCAD FRA10AC1 FZD2 GNA11 GNAQ GTF2I GTF2IRD1 GTF2IRD2 H1-4 H19 H4C5 HDAC8 HEATR3 HEPACAM HEXB HPS1 HRAS IFNG IGF2 KANSL1 KCNQ1 KCNQ1OT1 KLLN KRAS KRT14 LBR LEMD3 LIMK1 LTBP2 LZTR1 MAD1L1 MC1R MED25 METTL27 MGMT MITF MLXIPL MPL MRAS MSL3 MYH3 MYOC NCF1 NEK9 NFIX NRAS NSDHL NXN OCA2 PCGF2 PDE11A PDE4D PIK3CA PLP1 POT1 PRKAR1A PTCH1 PTCH2 PTEN PTPN11 PUF60 PUS3 RAD51 RAF1 RASA2 RBM28 RBM8A RFC2 RIT1 ROR2 RRAS RRAS2 SDHB SDHC SDHD SEC23B SETBP1 SLC25A24 SLC26A2 SLC45A2 SMC3 SMO SOS1 SOS2 SPRED2 SPTBN1 STK11 STX1A SUFU SUZ12 TASP1 TBL2 TEK TERF2IP TERT TGFB3 THPO TMEM270 TNFRSF11A TNFRSF11B TP63 TRIM37 TSC1 TSC2 TYR TYRP1 USF3 VPS37D WNT5A XPA XPC HP_NEVUS_FLAMMEUS_OF_THE_FOREHEAD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEVUS_FLAMMEUS_OF_THE_FOREHEAD ASXL2 CDK10 CDK13 FRA10AC1 LBR MED25 PLP1 RBM8A HP_NEVUS_SEBACEOUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NEVUS_SEBACEOUS BRAF HRAS KRAS NRAS SMO HP_NIGHT_SWEATS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NIGHT_SWEATS BCL2 BCL6 GATA2 HLA-DRB1 IFNGR1 JAG1 NAB2 SDHD SLC25A13 STAT6 TH TSPOAP1 UBA1 HP_NOCTURIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NOCTURIA CLCNKB DBH PLA2G6 POLG POLG2 RRM2B SLC12A3 SLC25A4 TWNK HP_NOCTURNAL_HYPOVENTILATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NOCTURNAL_HYPOVENTILATION ACTA1 CFL2 COL12A1 COL6A1 COL6A2 COL6A3 DNAJB4 FKRP HNRNPK KLHL41 LMOD3 MYH7 NEB PHOX2B SELENON SLC52A3 TPM2 TTN HP_NOCTURNAL_SEIZURES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NOCTURNAL_SEIZURES CABP4 CHRNA2 CHRNA4 CHRNB2 CRH DEPDC5 GLRA1 GPHN GRIN2A KCNN2 KCNT1 LGI1 NACC1 NPRL2 NPRL3 RELN SATB1 SPTBN1 HP_NODULAR_CHANGES_AFFECTING_THE_EYELIDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NODULAR_CHANGES_AFFECTING_THE_EYELIDS ABCA1 ABCG8 APOA1 APOA2 APOB APOE CYP27A1 EPHX2 G6PC1 GHR LDLR LPL PCSK9 PDE11A PDGFRB PPP1R17 PRKAR1A SLC37A4 SPRED1 TTPA HP_NODULAR_GOITER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NODULAR_GOITER ALMS1 DICER1 FOXE1 HABP2 KEAP1 MAD1L1 MINPP1 MMP14 MMP2 RET SASH1 HP_NONCOMMUNICATING_HYDROCEPHALUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NONCOMMUNICATING_HYDROCEPHALUS BICRA FOXJ1 IFNG KDM4B SMARCC1 TSC1 TSC2 HP_NONCOMPACTION_CARDIOMYOPATHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NONCOMPACTION_CARDIOMYOPATHY CRLS1 DNAJC19 DTNA MIB1 MLYCD MYL2 MYOCD MYSM1 NONO RNU4ATAC RYR2 SDHA SDHAF1 SDHB SDHD TPM1 HP_NONIMMUNE_HYDROPS_FETALIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NONIMMUNE_HYDROPS_FETALIS ADA2 ALG1 ALPK3 CALCRL CARS2 CCBE1 COL1A1 COL1A2 CRLS1 CTSA EPHB4 FLT4 FOXC2 FOXF1 GATA1 GATB GATC GBA1 GRIP1 HEATR3 LARS2 LBR MCM10 MDFIC MUSK NDUFB10 NR1H4 PIEZO1 PKLR PMM2 PPP3CA QRSL1 RASA1 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 SCN4A SCN5A SLC35D1 SOX18 THSD1 TSR2 UROD UROS HP_NONKETOTIC_HYPOGLYCEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NONKETOTIC_HYPOGLYCEMIA ACAD9 ACADVL AKT2 CPT2 FGF20 GFRA1 GREB1L HMGCL ITGA8 MEN1 RET WNT9B YY1 HP_NONPROGRESSIVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NONPROGRESSIVE ATG5 ATN1 ATP2B3 CHRNE CLDN14 COL4A4 FGF14 GFPT1 HOXB1 ILDR1 KRT12 MARCHF6 PDE10A PMPCA SAMD12 SCN8A STARD7 TRPV4 TUBB6 VLDLR YEATS2 HP_NONPROGRESSIVE_CEREBELLAR_ATAXIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NONPROGRESSIVE_CEREBELLAR_ATAXIA ABCB7 ATCAY ATP2B3 CAMTA1 CWF19L1 DNAJC19 FRMD4A ITPR1 NADK2 POU4F1 HP_NONSPHEROCYTIC_HEMOLYTIC_ANEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NONSPHEROCYTIC_HEMOLYTIC_ANEMIA ALDOA GPI HBA1 HBA2 HBB HK1 KCNN4 PIEZO1 SLC4A1 HP_NONTUBERCULOUS_MYCOBACTERIAL_PULMONARY_INFECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NONTUBERCULOUS_MYCOBACTERIAL_PULMONARY_INFECTION CEACAM3 CEACAM6 CFTR CLCA4 DCTN4 EDNRA GCLC GSTM3 HFE HMOX1 KCNN4 MIF MPEG1 SERPINA1 SLC11A1 SLC26A9 SLC6A14 SLC9A3 STX1A TGFB1 HP_NON_CONVULSIVE_STATUS_EPILEPTICUS_WITHOUT_COMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NON_CONVULSIVE_STATUS_EPILEPTICUS_WITHOUT_COMA ADGRV1 CDKN1A CDKN1B CDKN2B CDKN2C DNM1 GABRD GABRG2 GRIN2A HCN1 MEN1 ODC1 POLG SCN1A SCN1B SCN2A SCN9A STX1B HP_NON_HODGKIN_LYMPHOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NON_HODGKIN_LYMPHOMA ADA ATM BCL10 BIRC3 CASP10 CCND1 CD28 CDKN2A CHEK2 CTLA4 FAS FASLG FCHO1 FOXP1 HAVCR2 IKZF3 ITK MAGT1 MALT1 MDM2 MLH1 MSH6 MYC NBN NFATC2 NTHL1 PIK3R1 PMS2 POLE PRKCD PTPRC RASGRP1 RHOH SH2D1A SMARCAL1 SYK TNFRSF1B TP53 TTC7A XIAP HP_NON_MEDULLARY_THYROID_CARCINOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NON_MEDULLARY_THYROID_CARCINOMA HABP2 HRAS MINPP1 NKX2-1 NRAS SRGAP1 HP_NON_MENDELIAN_INHERITANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NON_MENDELIAN_INHERITANCE A2ML1 ABCG8 ADD1 ADH1B ADH1C ADH5 ADRB3 AGRP AGT AGTR1 ALOX5 ALOX5AP APOL1 ATP1B1 BAX BCR BMP4 BRCA1 CARTPT CCL11 CFH COL2A1 CST3 CYP3A5 DNMT3B DYNC2H1 ECE1 ENPP1 F2 F5 FKBP5 FLRT3 FLT3 FRZB GABRA2 GDF3 GDF6 GHRL GJB2 GJB3 GJB6 GNB1 GNB3 HLA-B HLA-C HLA-DQA1 HLA-DQB1 HLA-DRB1 HLA-G HNMT HTR2A HTRA1 IL13 IL6 IRF6 LRIF1 MUC7 NBN NEK1 NLGN4X NLRP1 NOD2 NOS3 NR0B2 NUP214 PAX4 PDCD1 PLA2G7 POMC PPARG PRKCH PTGIS RGS5 SCGB3A2 SCN5A SDC3 SERPINH1 SLCO1B1 SLCO1B3 SLITRK1 SMCHD1 SNRPN STOX1 TAL1 TAL2 TAS2R16 TNF TP53 TPH2 TYMS UCP3 HP_NON_MIDLINE_CLEFT_LIP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NON_MIDLINE_CLEFT_LIP B3GLCT CDH1 CHUK CILK1 CTNND1 DDX59 DHODH DLX4 FGF20 FGFR1 FZD2 GDF11 GFRA1 GJA1 GLI2 GREB1L HOXD13 HYLS1 IRF6 ITGA8 KAT5 KIF7 MED12 MID1 MSX1 NBN NECTIN1 PIGN PTCH1 RAB5IF RET RSPO2 SF3B4 SIX3 SMAD4 SMPD4 SPOP SUMO1 TAPT1 TFAP2A TP63 WNT9B YAP1 HP_NON_MIDLINE_CLEFT_PALATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NON_MIDLINE_CLEFT_PALATE ARHGAP29 ARHGEF38 ASXL1 BMP4 CDH1 CDH11 CHUK COBLL1 CTNND1 DLG1 DLX4 GDF11 GLI2 IRF6 KAT5 MED12 MSX1 NECTIN1 PDGFRA PTCH1 RIC1 RPL26 SIX3 SLC26A2 SPOP SUMO1 TP63 YAP1 HP_NON_MOTOR_SEIZURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NON_MOTOR_SEIZURE ADGRG1 ADGRV1 ADNP ADPRS AFF3 ALDH4A1 ALDH5A1 ALDH7A1 ALMS1 AP2M1 APC2 ARX ASAH1 ATAD3A ATP1A2 ATP1A3 CACNA1A CACNA1H CACNA2D1 CACNB4 CAMK2A CASK CDK13 CDKL5 CEP85L CHD2 CIC CILK1 CLCN2 CLCN4 CLPB CNTN2 COL3A1 CSTB CUX2 DEPDC5 DHDDS DHFR DMXL2 DNM1 DOCK7 DPM1 DPM3 DYRK1A ECM1 EEF1A2 EFHC1 EHMT1 EPM2A EZH2 FAR1 FBXO28 FRRS1L FZR1 GABRA1 GABRA3 GABRB3 GABRD GABRG2 GAL GATAD2B GDI1 GJA5 GJA8 GLI3 GLUD1 GNAI1 GNAO1 GNB1 GOSR2 GPAA1 GPT2 GRIN1 GRIN2A GRM7 HCN1 HNRNPK HNRNPU JRK KCNA1 KCNB1 KCNC2 KCNMA1 KCNQ2 KCNQ3 KCNT1 KCNT2 KIF4A KPTN LAMA2 LGI1 MAPK10 MAST3 MECP2 MEGF8 MICAL1 MTHFR MTHFS MYT1L NADK2 NBEA NEDD4L NEUROD2 NEXMIF NFKB2 NGLY1 NHLRC1 NPRL2 NPRL3 NSD1 NTRK2 NUBPL NUS1 PACS1 PAFAH1B1 PAK3 PCDH19 PDE2A PGAP1 PGAP2 PHGDH PI4KA PIGA PIGM PIGP PIGQ PIGT PLCB1 PLPBP PNKP PPP2CA PPP3CA PRMT7 PRRT2 PTEN RELN RFX7 RNU4ATAC RORB SATB1 SATB2 SCN1A SCN1B SCN2A SCN8A SCN9A SETD1B SETD2 SIK1 SLC12A5 SLC25A22 SLC2A1 SLC32A1 SLC35A3 SLC38A3 SLC6A1 SMARCA2 SMO SMPD1 SON SPATA5 SPATA5L1 SRPX2 STX1B SYNGAP1 SZT2 TBC1D24 TREX1 TRIM8 TRMT10A TRPM3 TUBA1A TUBB2B TUBB3 UBE3A WAC WDR26 YWHAG ZBTB18 ZEB2 HP_NON_SMALL_CELL_LUNG_CARCINOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NON_SMALL_CELL_LUNG_CARCINOMA BAP1 BRAF CASP8 CDKN2A CTNNB1 CYP2A6 EGFR ERBB2 ERCC6 FASLG IRF1 KRAS MAP3K8 NDUFAF6 PIK3CA PPP2R1B PRKAR1A PRKN SLC22A18 SPRED1 TERT TP53 ZNRF3 HP_NORMAL_INTERICTAL_EEG https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NORMAL_INTERICTAL_EEG KCNQ2 KCNQ3 PDE2A PRRT2 SCN2A SCN8A HP_NORMAL_PRESSURE_HYDROCEPHALUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NORMAL_PRESSURE_HYDROCEPHALUS CFAP43 ERCC6 ERCC8 SCN4A TUBB3 HP_NORMOCHROMIC_ANEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NORMOCHROMIC_ANEMIA ABCD4 ADA2 ALDOA ASXL1 GATA1 HEATR3 HK1 KIT LCAT RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 SCARB2 SF3B1 SRSF2 TET2 TPI1 TREX1 TSR2 UQCRFS1 HP_NORMOCYTIC_ANEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NORMOCYTIC_ANEMIA ALDOA ASXL1 ATP6AP1 DNAJC21 EFL1 HK1 KIT MTRR MYD88 RPS29 SBDS SF3B1 SRP54 SRSF2 TET2 TOR1A TPI1 TREX1 HP_NO_SOCIAL_INTERACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NO_SOCIAL_INTERACTION ACOX1 EXTL3 GFM2 IQSEC2 SH2B1 TRIM8 HP_NUCHAL_RIGIDITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NUCHAL_RIGIDITY ATP1A2 CACNA1A IRF3 PRRT2 SCN1A TBK1 TICAM1 TLR3 TRAF3 UNC93B1 HP_NUCLEAR_CATARACT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NUCLEAR_CATARACT BFSP1 CFAP410 CHMP4B CRYBA1 CRYBB1 CRYBB2 CRYBB3 CRYGC FTL FYCO1 GALK1 GJA1 GJA5 GJA8 HSF4 IMPG2 MIP MVK NHS NR2E3 PRG4 SLC2A1 VIM WFS1 ZNF408 HP_NUMEROUS_NEVI https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NUMEROUS_NEVI BRAF CDK4 FGFR3 HEPACAM HRAS KANSL1 NRAS PCGF2 PIK3CA PTEN STK11 HP_NUMEROUS_PIGMENTED_FRECKLES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NUMEROUS_PIGMENTED_FRECKLES AARS1 CARS1 ERCC2 ERCC3 ERCC4 ERCC5 GTF2E2 GTF2H5 MITF MPLKIP RNF113A TARS1 HP_NYCTALOPIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NYCTALOPIA ABCA4 ADAM9 ADGRV1 AGBL1 AGBL5 AHI1 AHR AIPL1 ARHGEF18 ARL2BP ARL3 ARL6 ARSG ATF6 BBS1 BBS2 BBS4 BEST1 C1QTNF5 CA4 CABP4 CACNA1F CACNA2D4 CC2D2A CCDC28B CDH23 CDHR1 CEP78 CERKL CFAP410 CFAP418 CHM CIB2 CLCC1 CLEC3B CLRN1 CNGA1 CNGA3 CNGB1 CNGB3 CNNM4 COG4 COL8A2 CRB1 CRX CWC27 CYP4V2 DHDDS DHX38 DPAGT1 DRAM2 ELOVL4 ESPN EXOSC2 EYS FAM161A FGFR2 FLVCR1 FSCN2 GGCX GNAT1 GNB3 GNS GPR179 GRK1 GRM6 GUCA1A GUCA1B GUCY2D HADHA HARS1 HGSNAT HK1 HKDC1 HSD3B7 IDH3A IDH3B IDS IFT140 IFT172 IFT43 IFT88 IMPDH1 IMPG1 IMPG2 INPP5E ITM2B KCNJ13 KCNV2 KIAA1549 KIF3B KIZ KLHL7 LCA5 LRAT LRIT3 MAK MERTK MFN2 MFRP MMP19 MT-TS2 MTTP MVK MYO6 MYO7A NEK2 NMNAT1 NR2E3 NRL NYX OAT OFD1 OPN1LW OPN1MW PCARE PCDH15 PDE6A PDE6B PDE6G PDE6H PDZD7 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PHYH PITPNM3 PLA2G5 POC1B POMGNT1 POU3F4 PRCD PROM1 PRPF3 PRPF31 PRPF4 PRPF6 PRPF8 PRPH2 RAB28 RAX2 RBP3 RBP4 RDH11 RDH12 RDH5 REEP6 RGR RHO RIMS1 RLBP1 RNU4ATAC ROM1 RP1 RP1L1 RP2 RP9 RPE65 RPGR RPGRIP1 SAG SCAPER SEMA4A SLC24A1 SLC4A11 SLC7A14 SNRNP200 SPATA7 STIM1 TCF4 TIMP3 TLCD3B TOPORS TRAPPC9 TRNT1 TRPM1 TTC8 TTLL5 TTPA TUB TULP1 UNC119 USH1C USH1G USH2A VPS13B WDR19 WHRN YARS1 ZEB1 ZNF408 ZNF513 ZPR1 HP_NYSTAGMUS_INDUCED_HEAD_NODDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_NYSTAGMUS_INDUCED_HEAD_NODDING BAZ1B BCL7B BUD23 CLIP2 DNAJC30 EIF4H ELN FKBP6 GPR143 GTF2I GTF2IRD1 GTF2IRD2 LIMK1 METTL27 MLXIPL NCF1 RFC2 STX1A TBL2 TMEM270 VPS37D HP_OBSESSIVE_COMPULSIVE_TRAIT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OBSESSIVE_COMPULSIVE_TRAIT ADGRV1 ASH1L CLN5 DMPK ELN FMO3 FMR1 GABRA1 GABRD GABRG2 GATAD2B HCN1 MAGEL2 MLXIPL NDN OCA2 PANK2 PCDH19 SCN1A SCN1B SCN2A SCN9A SLC45A1 SNRPN STX1B SYNGAP1 TIAM1 TRIO USP7 YWHAG HP_OBSTRUCTIVE_AZOOSPERMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OBSTRUCTIVE_AZOOSPERMIA ADGRG2 CATIP CCDC34 CFTR CLDN2 CT55 DNAH10 DNHD1 FANCM FBXO43 KLHL10 MEIOB MOV10L1 MSH5 NANOS1 NR5A1 PDHA2 PNLDC1 RNF212 RPL10L SHOC1 SOHLH1 SPAG17 STAG3 SYCE1 SYCP3 TAF4B TDRD9 TERB1 TERB2 TEX11 TEX14 TEX15 XRCC2 ZMYND15 HP_OBSTRUCTIVE_SLEEP_APNEA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OBSTRUCTIVE_SLEEP_APNEA AGRN AHDC1 ARCN1 ASXL1 ATN1 BICD2 BMP2 CA2 CACNA1C CACNA2D1 CCDC47 CDC42BPB CHAMP1 CHAT COL13A1 CREBBP CTSK DDB1 DMD DNA2 DPH5 EDN1 EP300 EXOC2 FBXO28 FGFR3 FXR1 GNAI3 GNPTAB GRB10 GRIN1 GUSB H4C5 HRAS IDS IDUA LRPPRC MAGEL2 MCM3AP MOG MYO9A NACC1 NALCN NDN NFIX NGLY1 NONO NOTCH3 OCA2 PCGF2 PIGT PLCB4 POGZ PRKAR1B PRR12 RAB11B RECQL4 SATB2 SH3BP2 SIM1 SKI SLC18A3 SLC25A1 SLC5A7 SNAP25 SNRPN SYT2 TERT TNNT1 TRPV4 UNC80 VAMP1 ZMYM2 HP_OCCIPITAL_CORTICAL_ATROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OCCIPITAL_CORTICAL_ATROPHY DOCK7 MAGEL2 NDN OCA2 SNRPN HP_OCCIPITAL_ENCEPHALOCELE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OCCIPITAL_ENCEPHALOCELE ALX4 ARL13B B4GAT1 B9D1 B9D2 C2CD3 CC2D2A CEP290 COL18A1 CSPP1 CYP26B1 FKRP FKTN GMPPB HOXD13 HSPG2 INPP5E KIAA0586 LAMB1 LARGE1 MKS1 MSX2 PAK2 POMGNT1 POMK POMT1 POMT2 RPGRIP1L SF3B2 SMO TCTN2 TCTN3 TMEM107 TMEM218 TMEM231 TMEM67 TMTC3 TXNDC15 HP_OCCIPITAL_MENINGOCELE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OCCIPITAL_MENINGOCELE ARVCF COL18A1 COMT CPLANE1 GP1BB HIRA INPP5E JMJD1C KIAA0586 PTCH1 RREB1 SEC24C SMO TBX1 UFD1 WNT7A HP_OCCIPITAL_MYELOMENINGOCELE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OCCIPITAL_MYELOMENINGOCELE ARVCF COMT GP1BB HIRA INPP5E JMJD1C RREB1 SEC24C TBX1 UFD1 HP_OCULAR_ALBINISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OCULAR_ALBINISM AP3B1 AP3D1 BLOC1S3 BLOC1S5 BLOC1S6 CASZ1 DTNBP1 EPG5 GABRD GPR143 HPS1 HPS4 HPS5 HPS6 HSPG2 KCNAB2 LUZP1 LYST MMP23B PDPN PRDM16 PRKCZ RERE SKI SLC45A2 SOX10 SPEN TYR UBE4B HP_OCULAR_ANTERIOR_SEGMENT_DYSGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OCULAR_ANTERIOR_SEGMENT_DYSGENESIS AARS1 ABCA2 ADA2 ADAMTS10 ADAMTSL1 ADAR AGK AKT1 ALDH18A1 ANAPC1 ARPC4 ATAD3A ATOH7 B3GAT3 B3GLCT B9D1 B9D2 BAZ1B BCL7B BCOR BDNF BEST1 BFSP2 BRCA1 BRCA2 BRIP1 BTRC BUD23 CANT1 CARS1 CAV1 CC2D2A CDH2 CENPF CEP290 CHN1 CHST3 CLIP2 COL18A1 COL2A1 COL4A1 COL4A5 COX7B CPAMD8 CPLX1 CRPPA CRYAA CRYAB CRYBA1 CRYBA2 CRYBB1 CRYBB2 CRYBB3 CRYGB CRYGC CRYGD CSPP1 CTBP1 CTDP1 CYP1B1 DAG1 DIS3L2 DLST DLX5 DLX6 DNAJC30 DOCK6 DPAGT1 EHMT1 EIF4H ELN ELP4 ENTPD1 EPG5 EPHA2 EPS15L1 ERCC1 ERCC2 ERCC3 ERCC4 ERCC6 ERCC8 ETFA ETFB ETFDH FAM111A FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAR1 FBLN5 FBN1 FBXW11 FBXW4 FGF3 FGFR1 FGFR2 FGFRL1 FH FKBP6 FKRP FKTN FLNA FOXC1 FOXE3 FUT8 FZD4 GATA1 GCNT2 GFAP GFER GLIS3 GNAQ GPC3 GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 H19 HCCS HEATR3 HHAT HMX1 HS2ST1 HSPG2 HYCC1 IARS2 IDH1 IFIH1 IGF1R ITPR1 JAG1 KANSL1 KCNA4 KCTD1 KIF1B KMT2C LAMB2 LARGE1 LDHD LETM1 LIMK1 LMNA LMX1B LONP1 LRP2 LSM11 LSS LTBP2 MAB21L1 MAD2L2 MAF MAFA MAFB MAX MDH2 MED13L MED25 METTL27 MIR184 MIR204 MITF MKS1 MLXIPL MPLKIP MSMO1 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND5 MT-ND6 MT-TC MT-TF MT-TK MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW NCAPG2 NCF1 NDP NDUFB11 NEU1 NF1 NHS NSD2 NUP188 OCRL PALB2 PAX3 PAX6 PEX11B PEX5 PEX7 PHGDH PIEZO2 PIGY PIK3C2A PIK3R1 PITX2 PITX3 PNPT1 POMGNT1 POMT1 POMT2 PORCN POU6F2 PRDM5 PRR12 PSMC3 PTEN PXDN PYCR1 RAB18 RAB3GAP1 RAB3GAP2 RAD51 RAD51C RBP4 RECQL4 RERE REST RET RFC2 RFWD3 RIC1 RNASEH2A RNASEH2B RNASEH2C RNF113A RNU7-1 RPGRIP1 RPGRIP1L RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 SALL4 SAMHD1 SBF2 SDHA SDHAF2 SDHB SDHC SDHD SEC31A SEM1 SH3PXD2B SIL1 SIPA1L3 SIX6 SLC25A11 SLC2A10 SLC33A1 SLC38A8 SLX4 SMC5 SOX10 SRY STIM1 STX1A TARS1 TBC1D20 TBL2 TCTN1 TCTN2 TCTN3 TEK TELO2 TENM3 TKT TMEM107 TMEM127 TMEM216 TMEM231 TMEM237 TMEM270 TMEM67 TONSL TP63 TREX1 TRIM28 TRIM44 TRIP13 TSR2 TWIST1 TXNDC15 UBE2A UBE2T VHL VPS37D VPS4A VSX1 WDR37 WDR73 WNT10B WT1 XRCC2 XYLT2 ZEB2 ZNF469 HP_OCULAR_FLUTTER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OCULAR_FLUTTER ATP1A2 ATP1A3 CACNA1A SLC1A3 SLC35A2 SLC6A3 HP_OCULAR_PAIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OCULAR_PAIN AGBL1 BAP1 CHST6 COL17A1 COL8A2 CTNS CYSLTR2 GNA11 GNAQ GRHL2 OVOL2 SCN9A SF3B1 SLC39A14 SLC4A11 TACSTD2 TCF4 TGFBI VSX1 ZEB1 HP_OCULOGYRIC_CRISIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OCULOGYRIC_CRISIS ACTB ATP13A2 DDC DNAJC12 DNM1L GRIN1 PCBD1 PTS SLC18A2 SLC6A3 SPR TH TSPOAP1 HP_OCULOMOTOR_APRAXIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OCULOMOTOR_APRAXIA ABCA7 ABCD1 AFG3L2 AHI1 APP APTX ARL13B ARL3 ARMC9 ATP1A2 ATP1A3 ATXN2 B9D1 B9D2 BCR BLTP1 BRAF CACNA1A CACNA1G CBY1 CC2D2A CEP104 CEP120 CEP290 CEP41 CPLANE1 CRKL CSPP1 CWF19L1 DLAT DNM1L EXOSC3 FA2H GBA1 GPAA1 GRID2 H4C11 HECTD4 HYLS1 IFT172 IFT74 INPP5E ITPR1 KATNIP KCNH1 KDM1A KIAA0586 KIAA0753 LAMA1 MAPK1 MAPT MAST1 MKS1 MRE11 MYO9A NGLY1 NPHP1 OFD1 PDE6D PEX10 PEX2 PEX6 PGAP2 PGAP3 PIBF1 PIGL PIGO PIGV PIGW PIGY PIK3R5 PMPCA PNKP PNPT1 PSEN1 PSEN2 RORA RPGRIP1L SETX SLC1A3 SLC30A9 SORL1 SOX3 SPR SQSTM1 STUB1 SUFU TCTN1 TCTN2 TCTN3 TMEM107 TMEM138 TMEM216 TMEM218 TMEM231 TMEM237 TMEM67 TOE1 TOGARAM1 TOMM40 TPP1 TREM2 TUBA1A TUBB2B TUBB3 TUBB4A TYROBP UFC1 XRCC1 ZC4H2 HP_OCULOMOTOR_NERVE_PALSY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OCULOMOTOR_NERVE_PALSY AIP AKT1 AKT3 ANGPTL6 BAP1 CDH23 CHN1 COL3A1 ENG MAFB MEN1 MTOR MYMK NF2 PDGFB PIK3CA PLEC SALL4 SMARCB1 SMARCE1 SMO SUFU TERT TGFBR3 THSD1 TRAF7 TRPV4 UGT1A1 HP_ODONTOGENIC_NEOPLASM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ODONTOGENIC_NEOPLASM APC FGF3 HSPG2 OCRL OFD1 PTCH1 HP_OLIGOARTHRITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OLIGOARTHRITIS ANKRD55 CD247 HLA-B IL2RA IL2RB IL36RN MEFV PTPN2 PTPN22 STAT4 TNFRSF1A TOM1 HP_OLIGODACTYLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OLIGODACTYLY APC BHLHA9 BRD4 BTRC CHD7 COL25A1 CYP26B1 DLL4 DLX5 DLX6 DONSON EPS15L1 ESCO2 FBXW4 GLI3 H4C3 HDAC8 HOXD13 KIF21A LRP4 MBTPS2 NIPBL PHOX2A PORCN RAD21 RECQL4 RIPK4 RPL26 SEM1 SF3B4 SMC1A SMC3 SMOC1 TP63 TUBA1A TUBB2B TUBB3 WNT10B WNT7A HP_OLIGODONTIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OLIGODONTIA ADNP ANKRD11 ATP6V1B2 AXIN2 BCL11B BCOR CCBE1 CEP152 CHSY1 CLDN1 CUX1 DVL1 DVL3 EDA EDAR EDARADD FGFR1 FLNA FZD2 HNRNPK HUWE1 IKBKG IRF6 KCNJ2 KCNJ5 KIFBP KREMEN1 LRP6 LTBP3 MAF MAP3K7 MSX1 NEPRO PAX9 PIK3C2A PITX2 POLR3A POLR3B POLR3GL PORCN PPP1R15B PTH1R PTHLH RHOA RPS6KA3 SATB2 SCUBE3 SH3BP2 SLC25A24 SMOC2 SRCAP SRD5A3 SUMO1 TGFA TP63 TRIO TRMT10A TSPEAR UBR1 WNT10A WNT10B WNT5A HP_OLIGOHYDRAMNIOS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OLIGOHYDRAMNIOS ACE ACTG2 AGT AGTR1 ALB ALG8 ALG9 ALX4 AMER1 ASCL1 ATN1 ATP6V1E1 B3GALT6 B9D1 B9D2 BIN1 BMPER BNC2 BRCA1 BRCA2 BRIP1 BUB1B C1QBP CA2 CC2D2A CDC42BPB CDKN1C CEP290 CEP55 CERT1 CHRM3 CLTCL1 COG5 COL25A1 COQ7 COX14 CPT2 CSPP1 DALRD3 DDX6 DEF6 DHPS DOCK6 DONSON DPF2 DSP DYRK1A DZIP1L EBF3 EFEMP2 ERCC4 ERGIC1 EXOSC9 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FARSA FARSB FBLN5 FBN1 FGF20 FRA10AC1 FREM2 FXR1 GATA6 GFRA1 GLI3 GMPPB GNB2 GNPTAB GREB1L GRIP1 H19 HBA1 HBA2 HERC2 HMGA2 HNF1B HS2ST1 HSPA9 HYMAI IARS1 IFIH1 IGF2 IL6ST INPPL1 INVS ITGA8 JUP KIF14 LAMB2 LARS2 LHX1 LIFR MAD2L2 MAGEL2 MBTPS2 MKRN3 MKS1 MTO1 MYH11 MYH3 MYL9 MYLK NAA10 NALCN NDUFA6 NDUFB7 NEK8 NEK9 NPAP1 NPHP3 OSGEP PALB2 PAX2 PBX1 PDX1 PGAP2 PGAP3 PHOX2B PIGL PIGO PIGV PIGW PIGY PKHD1 PLAG1 PLAGL1 POR PUF60 PWAR1 PWRN1 RAD51 RAD51C RBM10 REN RET RFWD3 RHAG RHCE RHD RNF2 RNU4ATAC RPGRIP1 RPGRIP1L SATB1 SCYL2 SEC24D SETD1A SFXN4 SLC25A24 SLC35A2 SLX4 SNORD115-1 SNORD116-1 SNRPN SZT2 TALDO1 TBCK TCTN1 TCTN2 TCTN3 TMEM107 TMEM216 TMEM231 TMEM237 TMEM67 TMEM70 TPI1 TRIP4 TXNDC15 UBE2A UBE2T UQCC2 VPS33B WDR73 WNT4 WNT9B XRCC2 ZMPSTE24 HP_OLIGOMENORRHEA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OLIGOMENORRHEA AGPAT2 AIP AKT2 ATRX BRAF BSCL2 CAV1 CAVIN1 CDH23 CIDEC CISD2 ERCC6 FANCM FOS FOXL2 FSHB GALT GNAS H6PD HERC2 LARS2 LHB LIPE MAGEL2 MKRN3 MSH5 NPAP1 NR3C1 PHKA2 PHKB PHKG2 PLIN1 PPARG PRLR PWAR1 PWRN1 RNF216 SNORD115-1 SNORD116-1 STUB1 TP53 TPR USP48 USP8 HP_OLIGOSACCHARIDURIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OLIGOSACCHARIDURIA FUCA1 GAA GLB1 MAN2B1 MANBA NEU1 OCRL SNX14 HP_OLIGOZOOSPERMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OLIGOZOOSPERMIA ADGRG2 ALMS1 ANTXR1 ARMC2 BLM CATIP CATSPER1 CATSPER2 CCDC34 CEP19 CFAP47 CFAP65 CFAP70 CFAP91 CFTR CNBP DAZ1 DAZ2 DAZ3 DAZ4 DDX3Y DNAH10 DNAH17 DNHD1 DRC1 DZIP1 FBXO43 FKBP6 FSHB IFT74 KCNU1 KLHL10 LHCGR M1AP MEIOB MSH4 NR0B1 NR3C1 NR5A1 PDE11A PDHA2 PMFBP1 POC1A POR PRKAR1A RBMY1A1 RPL10L SEPTIN12 STRC SUN5 SYCP2 TDRD9 TEKT3 TEX15 TSPY1 USP9Y HP_OLIGURIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OLIGURIA APRT CAV1 CCN2 CCR6 DZIP1L HLA-DRB1 IRF5 LPIN1 MT-CO1 MT-CO3 OBSCN PAX2 PBX1 PKHD1 RYR1 SLC22A12 SLC25A20 HP_OLIVOPONTOCEREBELLAR_ATROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OLIVOPONTOCEREBELLAR_ATROPHY ATXN1 ATXN2 ATXN7 COQ2 ERCC6 MBTPS2 TTC19 HP_OLIVOPONTOCEREBELLAR_HYPOPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OLIVOPONTOCEREBELLAR_HYPOPLASIA ATXN2 FKRP GMPPB MINPP1 PMM2 POMGNT1 POMK POMT1 POMT2 PPP2R1A RTTN TOE1 TSEN54 HP_OMPHALOCELE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OMPHALOCELE ACTG2 ALG9 AMER1 AR BHLHA9 CD96 CDKN1C CEP120 CHD7 CHUK COL11A1 COL11A2 DACT1 DLK1 DVL3 DYNC2H1 DYNC2I1 DYNC2I2 FGFR1 FLNA FLNB FOXF1 FRAS1 FREM1 FREM2 GAD1 GPC3 GPC4 GRIP1 HIC1 HOXD13 HYLS1 IFT80 IFT81 IGF2 ISL1 KCNQ1 KCNQ1OT1 LMOD1 LONP1 LRP2 MAMLD1 MASP1 MBTPS2 MEG3 MID1 MKS1 MMP14 MMP2 MTHFR MYH11 MYLK NEK9 NFIX NUAK2 NXN PAFAH1B1 PI4KA PIGN PORCN PPP1R12A PPP2R3C PTCH1 RAB23 RIPK4 RTL1 SPECC1L THRA TMEM216 TMEM94 TP63 TRRAP TSHB TTC7A TWIST2 VANGL2 WDR35 YWHAE ZIC3 HP_ONION_BULB_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ONION_BULB_FORMATION AFG3L2 ARHGEF10 COX6A1 DCAF8 DNM2 EGR2 FGD4 FIG4 GBF1 GDAP1 GJB1 GNB4 HYCC1 INF2 KIF1B LITAF LMNA MFN2 MPZ MTRFR NDRG1 NEFL PMP2 PMP22 PRPS1 PRX SACS SBF1 SBF2 SH3TC2 SLC12A6 YARS1 HP_ONYCHOGRYPOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ONYCHOGRYPOSIS ADAM17 COL7A1 CTSC DVL1 DVL3 EGFR FZD2 FZD6 GJB2 GJB6 HPGD IKBKG INSR ITGB4 KLHL24 KRT14 KRT16 KRT17 KRT5 KRT6A KRT6B KRT83 LMNA LORICRIN PLEC TP63 WDR19 WNT5A ZSWIM6 HP_ONYCHOGRYPOSIS_OF_FINGERNAIL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ONYCHOGRYPOSIS_OF_FINGERNAIL COL7A1 DVL1 DVL3 FZD2 KRT16 KRT17 KRT6A KRT6B WNT5A HP_ONYCHOGRYPOSIS_OF_TOENAILS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ONYCHOGRYPOSIS_OF_TOENAILS COL7A1 KLHL24 KRT16 KRT17 KRT6A KRT6B PLEC HP_ONYCHOLYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ONYCHOLYSIS ATR CAST CDSN COL7A1 DSG1 FZD6 GJB6 HLA-C IFIH1 ITGA3 ITGB4 JUP KRT14 KRT5 KRT74 KRT85 LAMA3 UROD WNT10A HP_ONYCHOMYCOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ONYCHOMYCOSIS ATR CARD9 CARMIL2 CLEC7A CYBC1 DOCK8 HPGD IL12A IL12RB1 IL17RC IRF5 KRT1 MMEL1 NFKB2 PLCG2 POU2AF1 SDR9C7 SPIB STAT1 TNFSF15 TNPO3 TRAF3IP2 HP_OOCYTE_ARREST_AT_METAPHASE_I https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OOCYTE_ARREST_AT_METAPHASE_I PANX1 PATL2 TRIP13 TUBB8 WEE2 HP_OPEN_ANGLE_GLAUCOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OPEN_ANGLE_GLAUCOMA ASB10 CYP1B1 EFEMP1 FGF10 FGFR2 FGFR3 LMX1B MYOC NTF4 OPTN POLG2 WDR36 HP_OPEN_BITE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OPEN_BITE ADAMTS2 AMELX ARSK ATP6V1B2 BAZ1B BCL7B BMP2 BRAF BUD23 CLIP2 CUL4B DNAJC30 DSPP DVL1 DVL3 EIF4H ELN ENAM FAM83H FGFR2 FGFR3 FKBP6 FZD2 GNAI3 GPR68 GTF2I GTF2IRD1 GTF2IRD2 HNRNPH1 HNRNPK ITGB6 KCNH1 KCNMA1 KCNN3 KLK4 LIMK1 METTL27 MLXIPL MMP20 NCF1 NOTCH2 NXN OCRL OFD1 PDE4D POLR1B POLR1C POLR1D PORCN PRKAR1A PTEN RAI1 RELT RFC2 ROR2 RUNX2 SOBP STX1A TBL2 TCOF1 TMEM270 TWIST1 VPS37D WNT5A HP_OPEN_MOUTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OPEN_MOUTH ADAM22 AGO2 AHI1 AKT1 ANKLE2 AP1S2 ASH1L ASXL3 ATN1 ATP6V1B2 ATRX BCAS3 BRAF CACNA1I CCDC174 CCDC88A CHAMP1 CHD8 CLTC CSNK2B DEAF1 DENND5A DGCR2 DGCR6 DGCR8 DHX30 DIS3L2 DLK1 DPYD DST ECEL1 EIF2S3 ELN ESS2 EXTL3 FAM149B1 FLII FOXP1 GBA1 GFM2 GRIA3 H3-3A H4C5 HNRNPK HOXB1 HRAS IL1RAPL1 INPP5E IQSEC2 KANSL1 KCNH1 KCNJ6 KCNK9 KIF1A KIF7 LAMA2 MAGEL2 MBD5 MED12 MED12L MED13L MEF2C MEG3 MGAT2 MLXIPL MTOR NEXMIF NFIX NGLY1 NKAP NONO NRAS OCRL OGT PAK3 PARS2 PDE4D PDZD8 PIGF PIGL PIGN PIGT PLXND1 POGZ POLRMT POMT2 PPP2R1A PPP2R5D PRKAR1A PURA PUS7 RAC1 RAI1 REV3L RPS23 RPS6KA3 RTL1 SCN4A SETBP1 SIN3A SLC35A2 SLC6A8 SLC9A6 SNRPN SOX11 SOX5 STRADA TBC1D24 TBX1 TCF20 TCF4 TET3 TFE3 TMEM237 TUBB4A UNC80 VPS13B ZEB2 ZNHIT3 ZSWIM6 HP_OPEN_NEURAL_TUBE_DEFECT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OPEN_NEURAL_TUBE_DEFECT AHI1 AIPL1 ALX1 ALX3 ALX4 ARHGAP31 ARL13B ARL3 ARMC9 ARPC4 B4GAT1 B9D1 B9D2 BMPER C2CD3 CBY1 CC2D2A CCL2 CDON CEP104 CEP120 CEP290 CEP41 CEP55 COL18A1 CPLANE1 CRB1 CRPPA CRX CSPP1 CYP26B1 DACT1 DISP1 DLL1 DLL4 DOCK6 EOGT ESCO2 FGF8 FGFR1 FGFR3 FKRP FKTN FLNA FLNB FLVCR2 FOXH1 FRAS1 FREM2 FUZ GAS1 GDF6 GLI2 GLI3 GMPPB GPKOW GRIP1 GUCY2D H19 HES7 HNRNPK HOXD13 HSPG2 HYLS1 IFT140 IFT74 IGF2 IMPDH1 INPP5E IQCB1 KATNIP KCNJ13 KCNQ1OT1 KIAA0586 KIAA0753 KIF7 LAMB1 LARGE1 LCA5 LRAT MKS1 MSX2 NDE1 NMNAT1 NODAL NOTCH1 NPHP1 NUAK2 OFD1 PAK2 PAX3 PCYT1A PDE6D PHGDH PIBF1 POLR1B POLR1C POLR1D POMGNT1 POMK POMT1 POMT2 PORCN PTCH1 RBPJ RD3 RDH12 RPE65 RPGRIP1 RPGRIP1L SC5D SF3B2 SHH SIN3A SIX3 SMO SNRPB SPATA7 STIL SUFU TBX15 TBXT TCOF1 TCTN1 TCTN2 TCTN3 TDGF1 TGIF1 TMEM107 TMEM138 TMEM216 TMEM218 TMEM231 TMEM237 TMEM67 TMTC3 TOGARAM1 TRIM36 TUBB4B TULP1 TXNDC15 USP45 VANGL1 VANGL2 VSX1 WDR81 ZIC2 ZIC3 ZNF423 ZSWIM6 HP_OPEN_OPERCULUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OPEN_OPERCULUM C2CD3 CNNM2 CSPP1 FH GCDH KIAA0586 HP_OPHTHALMOPARESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OPHTHALMOPARESIS ABCA4 ACADS ACTA1 ACTN2 ADA2 ADPRS AFG3L2 AGBL5 AGRN AHI1 AHR AIP AK9 AKT1 AKT3 ALDH4A1 ANGPTL6 APTX ARHGEF18 ARL2BP ARL3 ARL6 ATG7 ATN1 ATP5F1A ATP5F1D ATP5F1E ATP5MK ATPAF1 ATPAF2 ATXN1 ATXN2 ATXN3 ATXN7 BAP1 BBS1 BBS2 BEST1 BIN1 C1QBP CA4 CACNA1S CC2D2A CDH23 CDHR1 CDKL5 CERKL CFAP418 CHAT CHN1 CHRNA1 CHRNB1 CHRND CHRNE CISD2 CLRN1 CNGA1 CNGB1 COL13A1 COL25A1 COL3A1 COLQ COX16 CRB1 CRX DGUOK DHDDS DHX37 DHX38 DNA2 DNM1L DNM2 DOK7 EARS2 ENG EYS FA2H FAM161A FRG1 FSCN2 GABBR2 GABRA3 GBA1 GFPT1 GIPC1 GRIN1 GUCA1B HACD1 HGSNAT HLA-B HLA-DRB1 HPDL HRAS IDH3A IDH3B IFT140 IFT172 IFT88 IMPDH1 IMPG1 IMPG2 ISCU ITGA7 KCND3 KCNJ18 KIAA1549 KIF21A KIZ KLHL40 KLHL41 KLHL7 KRAS LAMA2 LAMB2 LIG3 LMOD3 LRAT LRP12 LRP4 LYRM7 MAFB MAK MAP3K20 MAPT MCM3AP MECP2 MEN1 MERTK MFF MGME1 MICU1 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TC MT-TE MT-TF MT-TH MT-TK MT-TL1 MT-TL2 MT-TN MT-TQ MT-TS1 MT-TS2 MT-TT MT-TV MT-TW MTM1 MTMR14 MTOR MTRFR MTTP MUSK MYF5 MYF6 MYH2 MYL2 MYMK MYO9A NADK2 NAXD NDUFAF2 NDUFS1 NDUFV1 NEB NEK2 NF2 NOTCH2NLC NR2E3 NRAS NRL NSUN3 NTNG1 NUTM2B-AS1 OFD1 OPA1 P4HA2 PABPN1 PCARE PCYT1A PDE6A PDE6B PDE6G PDGFB PHOX2A PIEZO2 PIK3CA PLEC PLXND1 PMPCA POLG POLG2 POLRMT POMGNT1 PRCD PROM1 PRPF3 PRPF31 PRPF4 PRPF6 PRPF8 PRPH2 PTPN22 RAPSN RBP3 RDH12 REEP6 REV3L RGR RHO RILPL1 RLBP1 RNASEH1 ROBO3 ROM1 RP1 RP1L1 RP2 RP9 RPE65 RPGR RRM2B RYR1 SAG SALL4 SBF1 SCAPER SCN4A SDHA SDHAF1 SDHB SDHD SELENON SEMA4A SLC18A3 SLC19A3 SLC25A1 SLC25A4 SLC52A3 SLC5A7 SLC7A14 SLC9A6 SMARCB1 SMARCE1 SMC1A SMO SNAP25 SNRNP200 SPATA7 SPEG STIM1 STUB1 SUCLA2 SUFU SURF1 SYNE1 SYT2 TCIRG1 TERT TGFBR3 TGM6 THSD1 TK2 TMEM67 TOP3A TOPORS TPK1 TPM2 TPM3 TRAF7 TRPV4 TSPYL1 TTC8 TTN TUB TUBA1A TUBB2B TUBB3 TULP1 TWNK TYMP UCHL1 UGT1A1 USH2A VAMP1 VARS2 WFS1 ZFHX4 ZNF408 ZNF513 HP_OPISTHOTONUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OPISTHOTONUS AASS ADSL ALG11 ALS2 ASPA CARS2 CLPB CRLF1 CYB5R3 DNM1 DTYMK EXTL3 FUS GALC GBA1 GCDH GLYCTK GRIK2 GRIN1 HPRT1 KCNC2 KCNJ6 MCCC1 MCCC2 MOCS1 MOCS2 NDE1 NDUFA8 NFU1 OPA1 PAFAH1B1 PANK2 POU3F3 PSAP PTS SETBP1 SIGMAR1 SLC19A3 SLC39A14 SPG11 SPTLC1 TNR TOE1 TSEN2 TSEN54 TUFM UFC1 UGDH VPS50 VPS53 HP_OPPORTUNISTIC_BACTERIAL_INFECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OPPORTUNISTIC_BACTERIAL_INFECTION CEACAM3 CEACAM6 CFTR CLCA4 CYBB DCTN4 EDNRA GCLC GSTM3 HFE HMOX1 IGHG2 IGKC IKBKG IL12RB1 KCNN4 MIF MPEG1 SERPINA1 SLC11A1 SLC26A9 SLC6A14 SLC9A3 STX1A TGFB1 ZNF341 ZNFX1 HP_OPPORTUNISTIC_FUNGAL_INFECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OPPORTUNISTIC_FUNGAL_INFECTION C1QB CARD11 CD40LG IKBKG IL12RB1 IL17RC IL21R PIK3CD STAT1 TGFB1 TLR8 ZBTB24 HP_OPPORTUNISTIC_INFECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OPPORTUNISTIC_INFECTION ADA C1QB CARD11 CD40LG CEACAM3 CEACAM6 CFTR CLCA4 CYBB DCLRE1C DCTN4 EDNRA ELANE GCLC GSTM3 HFE HMOX1 IGHG2 IGKC IKBKG IL12RB1 IL17RC IL21R IL2RG IL7R JAK3 KCNN4 MBL2 MIF MPEG1 NHP2 PIK3CD PNP RAG1 RAG2 SERPINA1 SLC11A1 SLC26A9 SLC6A14 SLC9A3 STAT1 STX1A TGFB1 TLR8 ZAP70 ZBTB24 ZNF341 ZNFX1 HP_OPSOCLONUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OPSOCLONUS CLCN7 FRMD5 GBA1 KIF1B SNX10 TCIRG1 TMEM240 TNFSF11 HP_OPTIC_ATROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OPTIC_ATROPHY AAAS AARS1 ABCA4 ABHD12 ACADS ACO2 ACOX1 ACTL6B ADA2 ADAM22 ADAR AFF4 AFG3L2 AGBL5 AGTPBP1 AGXT AHI1 AHR AKT3 ALG13 ALG3 ALG8 AMPD2 ANTXR1 AP1S2 AP3B2 ARHGEF18 ARL2BP ARL3 ARL6 ARSA ARV1 ARVCF ARX ASPA ASXL1 ATAD3A ATG7 ATIC ATP1A2 ATP1A3 ATP5F1A ATP5F1D ATP5F1E ATP5MK ATP6V1A ATP6V1B2 ATPAF1 ATPAF2 ATRX ATXN1 ATXN7 AUH B3GALNT2 B3GLCT B4GAT1 B9D1 B9D2 BBS1 BBS2 BCAP31 BEST1 BOLA3 BRAF BRAT1 BTD C19orf12 CA2 CA4 CACNA1A CACNA1B CACNA2D1 CASK CASR CASZ1 CBS CC2D2A CCDC22 CCDC88A CDC42 CDHR1 CDK19 CELF2 CEP290 CERKL CFAP410 CFAP418 CHD7 CHSY1 CISD2 CKAP2L CLCN3 CLCN7 CLN3 CLP1 CLRN1 CLTC CNGA1 CNGB1 CNKSR2 CNNM4 CNOT3 COA8 COG6 COL4A1 COMT CPLX1 CPSF3 CRB1 CRPPA CRX CSF1R CSPP1 CTBP1 CTC1 CTNNA2 CTNNB1 CYFIP2 CYP27A1 CYP7B1 DAG1 DALRD3 DARS2 DDB2 DENND5A DGUOK DHCR7 DHDDS DHX38 DIAPH1 DKC1 DNAJC19 DNAJC30 DNM1 DNM1L DNMT1 DOCK6 DPAGT1 DPM1 DPM2 DPYD DPYSL5 EEF1A2 EIF2B1 EIF2B2 EIF2B4 ELP1 ELP4 EMC1 EPG5 EPRS1 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ERF EXOSC3 EXOSC5 EXOSC8 EXOSC9 EYS FA2H FAM161A FBXO28 FCSK FDX2 FDXR FGF12 FGF13 FGFR2 FGFR3 FH FKRP FKTN FLRT1 FLVCR1 FOXRED1 FRMPD4 FSCN2 FXN FZR1 GABBR2 GABRA2 GABRA5 GABRB2 GABRD GABRG2 GALC GEMIN4 GJA1 GJC2 GLA GLB1 GLRX5 GMPPA GMPPB GNA11 GNAQ GP1BB GPAA1 GRIN2D GRN GTPBP2 GUCA1B HCN1 HGSNAT HIKESHI HIRA HK1 HLA-B HLA-DRB1 HSD17B10 HSPG2 HUWE1 IBA57 IDH3A IDH3B IDS IER3IP1 IFT140 IFT172 IFT88 IKBKG IMPDH1 IMPG1 IMPG2 INPP5K INTS8 ISCA2 JMJD1C KANSL1 KAT6A KCNA2 KCNAB2 KCNB1 KCNC3 KCTD7 KIAA1549 KIF11 KIF1A KIF7 KIZ KLC2 KLHL7 KNSTRN KRAS L2HGDH LAMB1 LARGE1 LETM1 LRAT LRP4 LRP5 LUZP1 MAG MAK MAP2K1 MAP2K2 MCOLN1 MECR MERTK MFF MFN2 MFSD8 MGP MICOS13 MICU1 MID2 MINPP1 MKS1 MMACHC MMP23B MMUT MOGS MPDU1 MPDZ MPLKIP MRPS34 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MT-RNR1 MT-TF MT-TH MT-TK MT-TL1 MT-TN MT-TP MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTFMT MTHFR MTO1 MTOR MTPAP MTRFR MTSS2 MYO5A NADK2 NAGA NALCN NARS2 NBAS NDP NDUFA11 NDUFA13 NDUFA6 NDUFAF2 NDUFAF4 NDUFAF5 NDUFAF8 NDUFS1 NDUFS2 NDUFV2 NECAP1 NEK2 NELFA NEU1 NFIX NGLY1 NIPBL NLRP3 NMNAT1 NOTCH2NLC NR2E3 NR2F1 NRCAM NRL NSD2 NT5C2 NTRK2 NUP54 NUP62 NUS1 OFD1 OGDHL OPA1 OPA3 OSTM1 P4HA2 P4HTM PACS2 PANK2 PARS2 PAX6 PCARE PCK1 PCLO PCYT2 PDE6A PDE6B PDE6G PDHX PDPN PDSS1 PDXK PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PI4KA PIEZO2 PIGG PIGU PIK3CA PIK3CD PLA2G6 PLAA PLEKHM1 PLK4 PLP1 PMPCB PNPLA6 POGZ POLG POLG2 POLR3A POLR3B POLR3K POMGNT1 POMGNT2 POMK POMT1 POMT2 PORCN POU3F4 PPP1R21 PPP3CA PPT1 PRCD PRDM16 PRICKLE3 PRKAR1A PRKCZ PROM1 PRPF3 PRPF31 PRPF4 PRPF6 PRPF8 PRPH2 PRPS1 PRUNE1 PSAP PTCD3 PTPN22 RAB11B RAB18 RAB23 RAB3GAP1 RAB3GAP2 RBL2 RBM10 RBP3 RDH12 RECQL4 REEP6 RERE RFC1 RGR RHO RHOA RLBP1 RNF170 RNF216 RNU7-1 ROM1 RP1 RP1L1 RP2 RP9 RPE65 RPGR RPGRIP1 RPGRIP1L RPIA RPS6KA3 RREB1 RRM2B RSPO2 RXYLT1 SAG SARDH SBF2 SCAPER SCN3A SCN8A SCYL1 SCYL2 SDHA SEC23A SEC24C SEC31A SELENOI SEMA3E SEMA4A SERAC1 SH3BP2 SH3TC2 SIL1 SKI SLC13A5 SLC19A2 SLC1A2 SLC25A19 SLC25A46 SLC29A3 SLC30A9 SLC38A3 SLC39A14 SLC44A1 SLC52A2 SLC6A9 SLC7A14 SMOC1 SNAP29 SNRNP200 SNX10 SON SOST SOX5 SP7 SPATA7 SPEN SPG7 SRD5A3 SSBP1 ST3GAL5 STAMBP STT3B SUMF1 SURF1 SYNE1 SYNGAP1 SYNJ1 SZT2 TACO1 TANGO2 TBC1D20 TBC1D24 TBC1D2B TBC1D7 TBCD TBCE TBX1 TCIRG1 TCTN1 TCTN2 TCTN3 TFG TGFB1 THG1L TIMM50 TIMM8A TK2 TMEM107 TMEM126A TMEM216 TMEM222 TMEM231 TMEM237 TMEM53 TMEM63A TMEM67 TMTC3 TNFRSF11A TNFRSF11B TNFSF11 TOE1 TOPORS TRAF7 TRAK1 TRAPPC11 TRAPPC12 TSC1 TSC2 TSEN54 TSFM TTC8 TUB TUBB4A TUBGCP2 TUBGCP4 TUBGCP6 TULP1 TWIST1 TWNK TXN2 TXNDC15 UBA5 UBE3B UBE4B UCHL1 UFD1 USH2A VCAN VPS11 VPS13B VPS33A VPS35L VPS53 VRK1 WARS2 WASHC5 WDR4 WDR45 WDR73 WFS1 WNT3 WWOX XPA XPC YAP1 YME1L1 YWHAG ZEB2 ZNF408 ZNF513 ZNF592 ZNHIT3 ZPR1 HP_OPTIC_DISC_COLOBOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OPTIC_DISC_COLOBOMA ACTB ACTG1 BCOR C2CD3 CC2D2A DDX11 DDX59 EPCAM HHAT IGBP1 INPP5E KMT2D NAA10 NIPBL PAX2 PAX6 PERCC1 PRMT7 RPGRIP1L SALL2 SALL4 SMO SPINT2 TMEM216 TMEM67 TRRAP HP_OPTIC_DISC_DRUSEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OPTIC_DISC_DRUSEN ABCC6 GUCY2D IFT172 LCA5 LRAT MFRP PRPF8 RPE65 SPATA7 TMEM98 XYLT1 XYLT2 HP_OPTIC_DISC_HYPOPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OPTIC_DISC_HYPOPLASIA APC ARSL CHN1 DDHD2 EXOC2 FANCB GDF3 GDF6 HESX1 HNRNPU MAFB NFIX NR2F1 PLXNA1 POLR3A SALL4 SNAP29 SRD5A3 TRIT1 HP_OPTIC_DISC_PALLOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OPTIC_DISC_PALLOR ABCA4 ACER3 ACO2 AFG3L2 AIFM1 AIPL1 ALMS1 AP3B2 AP4M1 ARHGEF18 ARHGEF2 ARL13B ARL2BP ATXN1 B3GALT6 BBS2 BEST1 BLOC1S3 C1QTNF5 CACNA1F CASK CERKL CFAP418 CLCC1 CLCN7 CLDN11 CLN8 CNGA1 CNGA3 CNNM4 COL18A1 COL4A1 COX7B CRB1 CYP1B1 CYP27A1 DARS1 DNM1L DPAGT1 DYRK1A EFEMP1 ELOVL1 ERCC6 ERCC8 ESPN EXOC8 EYS FAM161A FGF12 FLRT1 FOXRED1 GFM2 GNAT1 GRID2 HARS1 HGSNAT HK1 HLA-A HNRNPH1 IDH3B IFT172 IFT43 IMPDH1 IMPG2 INPP5E ITM2B JAM3 KCNC3 KCNJ13 KIAA1549 KIF5A KLC2 KLHL7 LCA5 LRAT LYRM7 MAG MAK MAN2B1 MAPKAPK5 MECR MERTK MFF MFN2 MFRP MFSD8 MKS1 MMP19 MSTO1 MT-ATP6 MT-ND1 MT-ND2 MT-ND3 MTFMT MVK MYOC NDUFA1 NDUFA11 NDUFA13 NDUFA6 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB9 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NEDD4L NFIX NGLY1 NMNAT1 NR2F1 NUBPL NUS1 OPA1 OPA3 OSTM1 PANK2 PARS2 PCLO PDE6A PDE6G PDXK PEX1 PIGB PISD PLK4 POC1B POMGNT1 PRCD PROM1 PRORP PRPF31 PRPF4 PRPF6 PRPS1 RAX2 RBP3 RDH12 RIMS2 RP1 RP1L1 RPE65 RRM2B RTN4IP1 RTTN SCAPER SDHD SMG8 SNRNP200 SPATA7 SPG7 STX3 TASP1 TIMMDC1 TMEM106B TMEM126A TMEM126B TMEM67 TOR1A TPI1 TRNT1 TUB TUBB4B TUBGCP6 TULP1 UBE3B USP45 VPS41 VSX1 WFS1 ZNF408 ZNF513 HP_OPTIC_NERVE_COMPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OPTIC_NERVE_COMPRESSION ATRX BRAF CA2 CDH23 CLCN7 NR3C1 SNX10 TCIRG1 TGFB1 TMEM53 TNFRSF11A TNFSF11 TP53 USP48 USP8 HP_OPTIC_NERVE_DYSPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OPTIC_NERVE_DYSPLASIA B4GAT1 BRAF CPAMD8 KIDINS220 PAX2 PEX2 PEX5 HP_OPTIC_NERVE_GLIOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OPTIC_NERVE_GLIOMA IFNG NF1 SPRED1 TSC1 TSC2 HP_OPTIC_NERVE_MISROUTING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OPTIC_NERVE_MISROUTING MC1R OCA2 SLC38A8 SLC45A2 TYRP1 HP_OPTIC_NEUROPATHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OPTIC_NEUROPATHY ABCG5 ABCG8 AGXT APOB ATN1 BTD CISD2 CLCN2 CYP1B1 CYP27A1 EFEMP1 FOXRED1 GP1BA HLA-DRB1 LDLR LDLRAP1 MT-ATP6 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MTRFR MYOC NDUFA1 NDUFA11 NDUFA13 NDUFA6 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB9 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NOTCH3 NUBPL PCSK9 SH3BP2 TIMMDC1 TMEM126B TMEM53 TSFM TXN2 WDR11 HP_ORAL_AVERSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ORAL_AVERSION ACAT1 ARID1A ARID1B ARID2 DPF2 GRB10 MEIS2 PACS1 SLC7A7 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SOX11 SOX4 HP_ORAL_CAVITY_BLEEDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ORAL_CAVITY_BLEEDING BCOR F10 F13A1 F13B F2 F5 F8 FIP1L1 IRF2BP2 KIF23 NABP1 NPM1 NUMA1 PML PRKAR1A RACGAP1 RARA STAT3 STAT5B TBL1XR1 ZBTB16 HP_ORAL_LEUKOPLAKIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ORAL_LEUKOPLAKIA ACD CAST CTC1 DCLRE1B DKC1 FERMT1 GJB2 KRT16 KRT17 KRT4 KRT6A KRT6B KRT6C MEFV NHP2 NOP10 NPM1 PARN RHBDF2 RPA1 RTEL1 TERC TERT TINF2 TP53 TYMS USB1 WRAP53 HP_ORAL_MUCOSAL_BLISTERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ORAL_MUCOSAL_BLISTERS COL17A1 COL7A1 DSG3 ITGA6 ITGB4 KRT14 KRT5 LAMA3 LAMB3 LAMC2 MMP1 PLEC HP_ORAL_PHARYNGEAL_DYSPHAGIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ORAL_PHARYNGEAL_DYSPHAGIA ADCY6 ADNP ARHGAP29 ARHGEF38 ASPA ATP1A2 ATP1A3 BMP4 CACNA1A CDH1 CNTNAP1 COBLL1 CTNS DLG1 DLX4 EXOSC9 FLCN GIPC1 GRHL3 GRIN1 HTT IRF6 LRP12 MSX1 MTRFR NECTIN1 NGLY1 NOTCH2NLC PDGFRA RAI1 RIC1 RILPL1 SCUBE3 SEPSECS SLC1A3 SLC2A3 TAF1 TANGO2 TP63 TSEN15 TSEN2 TSEN34 TSEN54 UBB YY1 ZNF699 HP_ORAL_ULCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ORAL_ULCER ADA2 BANK1 BLK C1QB C4A C4B CAT CCR1 CD27 CD40LG CLPB CR2 CTLA4 CYBC1 DCLRE1C DNAJC21 DNASE1 EFL1 ELANE ELF4 ERAP1 ETS1 FAS FCGR2B FCGR3B G6PC3 GFI1 HLA-B HLA-DRB1 IFNGR1 IGHG1 IL10 IL10RA IL12A IL12A-AS1 IL23R IL7R IRAK1 IRF5 ITGAM JAZF1 KIAA0319L KLRC4 MECP2 MEFV MVK NOD2 PDCD1 PTPN22 PXK RELA RIPK1 SAT1 SBDS SLC37A4 SLC46A1 SPP1 SRP19 SRP54 STAT4 SYK TCIRG1 TLR4 TLR7 TNFAIP3 TNFSF4 TNIP1 TREX1 UBAC2 UBE2L3 HP_ORCHITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ORCHITIS C4A CCR1 ERAP1 FAS HLA-B IFNGR1 IL10 IL12A IL12A-AS1 IL23R KLRC4 MEFV STAT4 TLR4 TNFRSF1A UBAC2 HP_ORGANIC_ACIDURIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ORGANIC_ACIDURIA ABCD4 ACAD8 ACAD9 ACADM ACADS ACADSB ACADVL ACSF3 AGXT ALAD ALDH5A1 ALDH6A1 BTD CA5A CD320 COX16 CPOX CPT1A CPT2 D2HGDH DHTKD1 ETFA ETFB ETFDH ETHE1 FH FLAD1 FOCAD FTCD GATA1 GATM GCDH GRHPR HADH HCFC1 HGD HLCS HMBS HMGCL HOGA1 HPD HSPD1 IDH1 IDH2 KIF1B L2HGDH LETM1 LMBRD1 MCCC1 MCCC2 MCEE MLYCD MMAA MMAB MMACHC MMADHC MMUT MPC1 MTR MTRR MVK NADK2 NDUFB10 NDUFS4 NFU1 OXCT1 OXGR1 PAH PCCA PCCB PEX1 PEX14 PGM2L1 POLG POLRMT PPOX PRDX1 RET SCO1 SFXN4 SLC13A3 SLC18A2 SLC22A5 SLC25A1 SLC25A19 SLC25A20 SLC25A4 SLC26A1 SLC52A1 SLC52A2 SUCLA2 SUCLG1 SUGCT TAT TCN2 TFAM TRMU UROC1 UROS HP_OROFACIAL_CLEFT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OROFACIAL_CLEFT ACBD5 ACTB ACTG1 ACTG2 ADA2 AHI1 ALX1 ALX3 ALX4 AMER1 AMMECR1 ANKRD11 ANKRD17 ANOS1 AR ARCN1 ARHGAP29 ARHGAP31 ARHGEF38 ARID1A ARID1B ARID2 ARL13B ARL3 ARL6IP6 ARMC9 ARNT2 ARVCF ARX ASXL1 ATN1 ATP6V1B2 ATP6V1E1 ATR AXIN2 B3GALNT2 B3GALT6 B3GAT3 B3GLCT B4GALT7 B4GAT1 B9D1 B9D2 BCOR BCR BICRA BMP4 BMPER BPNT2 BRAF BRCA1 BRCA2 BRD4 BRIP1 BUB1 BUB1B BUB3 C2CD3 CARS1 CASK CBY1 CC2D2A CCDC141 CCDC22 CCDC32 CD96 CDC45 CDC6 CDH1 CDH11 CDKL5 CDKN1C CDON CDT1 CENPF CEP104 CEP120 CEP152 CEP290 CEP41 CEP57 CHD7 CHN1 CHRNA1 CHRND CHRNG CHST14 CHST3 CHSY1 CHUK CILK1 COBLL1 COG1 COL11A1 COL11A2 COL2A1 COL4A1 COL9A1 COL9A2 COL9A3 COLEC10 COLEC11 COMT COX7B CPLANE1 CPLX1 CREBBP CRKL CRPPA CSPP1 CTBP1 CTCF CTNND1 CUL3 CYP26C1 DAG1 DCC DDX3X DDX59 DEAF1 DEF6 DGCR2 DGCR6 DGCR8 DHCR24 DHCR7 DHODH DISP1 DLG1 DLK1 DLL1 DLL3 DLX4 DLX5 DMXL2 DOK7 DONSON DPH1 DPH2 DPYSL5 DSE DSP DUSP6 DVL1 DVL3 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYRK1A EARS2 EBP ECEL1 EDA EDARADD EDEM3 EDN1 EDNRA EFNB1 EFTUD2 EIF2S3 EIF4A3 EIF5A EMG1 EP300 EPCAM EPG5 ERCC4 ERCC5 ESCO2 ESS2 EVC EVC2 EYA1 FAM149B1 FAM20C FAM50A FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FBXO11 FEZF1 FGD1 FGF10 FGF17 FGF20 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFRL1 FKBP14 FKRP FKTN FLII FLNA FLNB FLRT3 FLVCR2 FOXA2 FOXC2 FOXE1 FOXF1 FOXH1 FOXP2 FRAS1 FREM2 FTO FUZ FZD2 G6PC3 GABRA3 GAD1 GAS1 GATA1 GATA3 GATA6 GDF11 GDF3 GDF6 GFRA1 GJA1 GJB2 GLI2 GLI3 GMNN GMPPB GNA11 GNAI3 GNAO1 GNB1 GNB2 GNPAT GNRH1 GNRHR GP1BB GPC3 GPC4 GREB1L GRHL3 GRIN1 GRIP1 GRM7 H4C3 H4C5 HAAO HCCS HDAC8 HEATR3 HES7 HESX1 HIRA HMGA2 HNRNPK HOXA2 HOXD13 HS2ST1 HS6ST1 HSPG2 HYAL1 HYLS1 IFT172 IFT57 IFT74 IFT80 IGBP1 IGF2 IKBKG IL17RD IL6ST INPP5E INPPL1 INTS1 INTU IPO8 IQSEC2 IRF6 ITGA8 JARID2 JMJD1C JUP KANSL1 KAT5 KAT6A KAT6B KATNIP KCNA1 KCNH1 KCNJ2 KCNK9 KCNMA1 KCNN3 KDF1 KDM6A KIAA0586 KIAA0753 KIF15 KIF21A KIF7 KIFBP KISS1 KISS1R KLHL41 KMT2D KRAS LARGE1 LARS2 LBR LEMD3 LETM1 LFNG LHX4 LIG4 LMBRD1 LMNA LMX1B LRP6 LRRC32 MAD2L2 MAF MAFB MAMLD1 MAP2K1 MAP2K2 MAP3K7 MAPK1 MAPRE2 MASP1 MBTPS2 MCTP2 MECOM MED12 MED25 MEG3 MEGF10 MEIS2 MEOX1 MESP2 MID1 MKKS MKS1 MSX1 MSX2 MT-CYB MTHFR MUSK MYH3 MYL11 MYMK MYMX MYOD1 NAA10 NAE1 NBN NDNF NDUFB11 NEB NECTIN1 NEDD4L NEK1 NELFA NEUROD2 NFASC NFIX NHLH2 NIPBL NKX2-5 NKX2-6 NODAL NONO NOTCH2 NOTCH3 NPHP1 NSD2 NSDHL NSMF NSUN2 NUAK2 NUP107 NUP188 NUP88 NXN OCLN OFD1 ORC1 ORC4 ORC6 OTX2 PALB2 PAX3 PAX9 PDE6D PDGFRA PDZD8 PERCC1 PEX2 PEX5 PEX7 PGAP2 PGAP3 PGM1 PHF6 PHF8 PHGDH PIBF1 PIEZO2 PIGG PIGL PIGN PIGO PIGP PIGQ PIGV PITX1 PLAG1 PLCB4 PLCH1 PLXND1 PNKP POGZ POLR1A POLR1B POLR1C POLR1D POLR2A POLR3A POMGNT1 POMGNT2 POMK POMT1 POMT2 PORCN POU1F1 PPP2R5D PPP3CA PQBP1 PRDM5 PRKAR1B PROK2 PROKR2 PROP1 PRR12 PRRX1 PSAT1 PTCH1 PTDSS1 PTPN11 PUF60 RAB5IF RAD21 RAD51 RAD51C RAI1 RAPSN RARB RB1 RBM10 RBM8A RECQL4 RERE RET REV3L RFWD3 RIC1 RIPK4 RIPPLY2 RNU12 RNU4ATAC ROR2 RPGRIP1 RPGRIP1L RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS23 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RREB1 RSPO2 RTL1 RUNX2 RXYLT1 SALL4 SATB2 SCARF2 SCN1B SCN2A SCNM1 SCUBE3 SEC23A SEC24C SELENOI SEMA3A SEMA3E SEPTIN9 SET SETD5 SF3B2 SF3B4 SH2B1 SHH SIAH1 SIK1 SIX1 SIX3 SIX5 SLC10A7 SLC18A3 SLC25A19 SLC25A22 SLC26A2 SLC29A3 SLC2A10 SLC32A1 SLC35B2 SLC35D1 SLX4 SMAD3 SMAD4 SMARCA4 SMARCB1 SMARCD1 SMC1A SMC3 SMCHD1 SMG9 SMO SMOC1 SMPD4 SMS SNRPB SNRPN SON SOX10 SOX2 SOX3 SOX6 SOX9 SPECC1L SPINT2 SPOP SPRY4 STAC3 STAG1 STAG2 STAMBP STAT3 STIL SUCLG1 SUFU SUMO1 TAC3 TACR3 TAPT1 TBC1D24 TBR1 TBX1 TBX15 TBX2 TBX22 TBX4 TBX6 TCOF1 TCTN1 TCTN2 TCTN3 TDGF1 TELO2 TFAP2A TFE3 TGDS TGFA TGFB3 TGFBR1 TGFBR2 TGIF1 TMCO1 TMEM107 TMEM216 TMEM218 TMEM231 TMEM237 TMEM67 TOGARAM1 TOPORS TP63 TRAPPC2 TRAPPC9 TRIM8 TRIP13 TRPV4 TRRAP TSR2 TUBA1A TUBB TWIST1 TXNDC15 TXNL4A UBB UBE2T UFD1 USP9X VANGL1 VANGL2 VAX1 VPS35L WASHC5 WBP11 WDPCP WDR11 WDR26 WDR35 WLS WNT10A WNT10B WNT3 WNT4 WNT5A WNT7A WNT9B XRCC2 XYLT1 YAP1 ZC4H2 ZEB2 ZIC2 ZMPSTE24 ZNF469 ZPR1 ZSWIM6 HP_OROFACIAL_DYSKINESIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OROFACIAL_DYSKINESIA AARS1 ADCY5 ATXN7 CACNA2D1 CHMP2B COQ2 CYP27A1 EXOSC5 FGF14 FTL GBA2 GNAO1 IREB2 JAM2 LRPPRC MICU1 MRE11 PANK2 PDE10A PLP1 PNPT1 PRKRA PRRT2 SLC18A2 SLC35A1 SLC6A3 VPS13A HP_OROMANDIBULAR_DYSTONIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OROMANDIBULAR_DYSTONIA ALS2 ANO3 ATN1 C19orf12 COASY COL6A3 FUS KMT2B PANK2 SIGMAR1 SLC39A14 SLC6A3 SPG11 SPTLC1 THAP1 TIMM8A TOR1A VPS13A VPS16 HP_OROMOTOR_APRAXIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OROMOTOR_APRAXIA ADGRG1 CDON CLTC DDOST DISP1 DLL1 FGF8 FGFR1 FOXH1 FOXP1 FOXP2 GAS1 GLI2 NODAL PI4KA PLCH1 PTCH1 SHH SIX3 SMC1A SRPX2 STAG2 STIL TDGF1 TGIF1 TUBB2B VPS11 ZIC2 HP_OROPHARYNGEAL_SQUAMOUS_CELL_CARCINOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OROPHARYNGEAL_SQUAMOUS_CELL_CARCINOMA ATR BRD4 CDKN2A DKC1 NUTM1 STAT1 TOM1 HP_OROTICACIDURIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OROTICACIDURIA ARG1 ASL ASS1 ATP5F1A CAD OTC SLC25A15 SLC7A7 UMPS HP_ORTHOKERATOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ORTHOKERATOSIS AAGAB CARD14 CERS3 CLDN1 COL14A1 CSTA CYP4F22 DSG1 ENPP1 FLG2 GJA1 KDF1 KRT1 KRT10 LIPN LORICRIN NIPAL4 NSDHL TRPV3 WNT10A HP_ORTHOKERATOTIC_HYPERKERATOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ORTHOKERATOTIC_HYPERKERATOSIS CFTR DSG1 KRT10 PNPLA1 RSPO1 SERPINB7 SULT2B1 HP_ORTHOPNEA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ORTHOPNEA ACTC1 AGRN AK9 CHRNA1 CHRNB1 CHRND CHRNE CITED2 COL13A1 CRYAB DOK7 FLNC GATA4 GATA6 KIF20A LRP4 MUSK MYH6 MYOZ2 MYPN NKX2-5 RAPSN SCN4A TBX20 TLL1 TNNI3 TNNT2 TTN HP_ORTHOSTATIC_HYPOTENSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ORTHOSTATIC_HYPOTENSION AAAS ARSA ATP7A CAV1 CHCHD2 CHRNA3 COL1A1 COL5A1 COL5A2 COQ2 CYB561 CYP11B2 DBH DNAJC13 EIF4G1 ELP1 GBA1 GBE1 GIGYF2 GMPPA GSN HEXB IL12A IL12RB1 IRF5 LEP LEPR LMNB1 LRRK2 MMEL1 NTRK1 POU2AF1 PSAP SIM1 SNCA SPG11 SPIB TNFSF15 TNPO3 TTR VPS35 HP_ORTHOSTATIC_HYPOTENSION_DUE_TO_AUTONOMIC_DYSFUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ORTHOSTATIC_HYPOTENSION_DUE_TO_AUTONOMIC_DYSFUNCTION ARSA COQ2 DNAJC13 EIF4G1 GBA1 GIGYF2 GSN LEP LEPR LMNB1 LRRK2 NTRK1 PSAP SNCA TTR VPS35 HP_OSTEOARTHRITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OSTEOARTHRITIS ACAN AEBP1 AIP ANKH ANKRD55 ASPN ATP7B CANT1 CCN6 CD247 CLCN7 COL11A1 COL11A2 COL1A1 COL2A1 COL3A1 COL5A1 COL5A2 COL9A1 COL9A2 COL9A3 COMP DDRGK1 EMILIN1 F8 F9 FBN1 FGFR3 FRZB GBA1 GDF5 GHR GNAS GPR101 HGD HLA-B HPGD IL2RA IL2RB KIF22 LMNA MATN3 MEFV MIR140 MMP13 NGF PHEX PRG4 PTPN2 PTPN22 SCARB2 SLC26A2 SLC40A1 SMAD2 SMAD3 STAT4 STT3A TGFB3 TNFRSF11B TRAPPC2 TRPS1 TRPV4 UFSP2 ZMPSTE24 ZNF687 HP_OSTEOARTHRITIS_OF_THE_SMALL_JOINTS_OF_THE_HAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OSTEOARTHRITIS_OF_THE_SMALL_JOINTS_OF_THE_HAND ASPN MATN3 SMAD3 TRAPPC2 TRPV4 HP_OSTEOCHONDRITIS_DISSECANS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OSTEOCHONDRITIS_DISSECANS ACAN COL9A2 LMX1B MMP13 ORC1 SMAD3 HP_OSTEOCHONDROMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OSTEOCHONDROMA COL2A1 EXT1 EXT2 FGFR3 GLI3 NFATC2 SOX6 HP_OSTEOCHONDROSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OSTEOCHONDROSIS ACAN ACTB ACTG1 COL9A2 DYRK1A FGFR1 KRAS LMX1B MMP13 ORC1 SMAD3 HP_OSTEOLYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OSTEOLYSIS ANTXR2 APC ASAH1 ASXL1 ATL3 ATP7A BANF1 BUB1 BUB1B BUB3 CAV1 CBL CCN2 CCR6 CDKN1A CDKN1B CDKN2B CDKN2C CEP57 CHEK2 COL3A1 CTNNB1 CTSC CTSK DDR2 ELMO2 ELP1 FGFR1 FLNA GATA1 GBA1 GJB2 HLA-DRB1 HNRNPA1 HNRNPA2B1 HPGD IDH1 IDH2 IFIH1 IKBKG IL1RN IRF5 KIF1A KRAS LMNA MAFB MAN2B1 MBTPS2 MEN1 MMP14 MMP2 MTX2 NF1 NOTCH2 NOTCH3 PDGFRB PERP PIGL PTH1R RB1 RETREG1 RIGI RUNX1 SCARB2 SCN9A SH3PXD2B SLC29A3 SLCO2A1 SQSTM1 SRSF2 TET2 TNFRSF11A TP53 TRIP13 TRPV3 UROD UROS VCP VDR WNK1 ZBTB20 ZMPSTE24 HP_OSTEOLYSIS_INVOLVING_BONES_OF_THE_LOWER_LIMBS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OSTEOLYSIS_INVOLVING_BONES_OF_THE_LOWER_LIMBS ASAH1 COL3A1 FLNA KIF1A LMNA MAFB MMP14 MMP2 NOTCH2 RETREG1 SCN9A WNK1 ZMPSTE24 HP_OSTEOLYSIS_INVOLVING_BONES_OF_THE_UPPER_LIMBS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OSTEOLYSIS_INVOLVING_BONES_OF_THE_UPPER_LIMBS ASAH1 ATL3 BANF1 COL3A1 CTSC CTSK DDR2 FLNA HPGD IFIH1 KIF1A LMNA MAFB MMP14 MMP2 MTX2 NOTCH2 PDGFRB RETREG1 RIGI SCN9A WNK1 ZMPSTE24 HP_OSTEOLYTIC_DEFECTS_OF_THE_DISTAL_PHALANGES_OF_THE_HAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OSTEOLYTIC_DEFECTS_OF_THE_DISTAL_PHALANGES_OF_THE_HAND BANF1 CTSK LMNA PDGFRB ZMPSTE24 HP_OSTEOMALACIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OSTEOMALACIA ABCC6 ADAMTS2 ADAMTSL2 ALPL ANTXR2 AP2S1 ATP7A ATP7B CLCN5 CYP27B1 CYP2R1 DMP1 EHHADH ENPP1 FGF23 GATM GNAS NDUFAF6 OCRL PHEX RNU4ATAC SLC2A2 SLC34A1 SLC34A3 SLC4A1 SYK VDR HP_OSTEOMYELITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OSTEOMYELITIS ANO5 ATL1 ATL3 ATP7A BLNK BTK C2orf69 CCT5 CD79A CD79B CLCN7 CLTCL1 CYBA CYBB DNAJC21 DNMT1 EFL1 EN1 FLVCR1 FOXP3 GATA2 HBB HLA-B HPGD IFNGR1 IGHM IGLL1 IKBKG IL12RB1 IL1R1 IL1RN IL6ST ITGB2 LPIN2 LRRC8A MPV17 MTAP NCF1 NCF2 NGF NTRK1 PGM3 PIK3R1 PLEKHM1 RAB7A REL RETREG1 SBDS SCNN1A SCNN1B SCNN1G SLC39A7 SLCO2A1 SPI1 SPTBN1 SPTLC1 SPTLC2 SRP54 STAT1 STAT3 SYK TCF3 TCIRG1 TNFSF11 ZNF341 HP_OSTEOPATHIA_STRIATA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OSTEOPATHIA_STRIATA AMER1 PORCN RAB3GAP2 TONSL WDR26 HP_OSTEOPENIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OSTEOPENIA AARS1 ADAMTS2 ADAMTSL2 ADCY10 AEBP1 AFF3 AGK AIP ALDH18A1 ALG3 ANAPC1 ANO5 ANTXR2 ATP6V0A2 ATP7A ATP8B1 AVP B3GALT6 B3GAT3 B4GALT7 BAZ1B BCL7B BMP15 BMP2 BNC1 BRAF BUD23 CARS1 CAVIN1 CBFB CCND1 CDC73 CDH23 CDKN1C CEACAM3 CEACAM6 CFTR CHD7 CHST3 CLCA4 CLIP2 CLPB COG1 COL1A1 COL5A1 COL5A2 COL7A1 COPB2 COX4I2 CREB3L1 CRIPT CRTAP CTC1 CTCF CYP19A1 CYP27A1 CYP3A4 DCAF17 DCHS1 DCTN4 DDOST DNAJC21 DNAJC30 DPM2 DUSP6 EDNRA EED EFL1 EIF4H ELANE ELN ERCC2 ERCC3 ESR1 FARSB FAT4 FBLN5 FBN1 FBN2 FGF17 FGF8 FGFR1 FGFR2 FKBP10 FKBP14 FKBP6 FLRT3 FOXA2 FSHR FUT8 GATA1 GBA1 GCLC GCM2 GEMIN4 GFI1 GLI2 GLIS3 GNAS GNPAT GNPTAB GNRH1 GNRHR GORAB GPAA1 GPR35 GSTM3 GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 HBB HECW2 HERC2 HESX1 HFE HMOX1 HNRNPH1 HNRNPK HPGD HRAS HS6ST1 HSD17B4 IARS2 IER3IP1 IFIH1 IFITM5 IFT140 IGF1 IKBKG IL17RD IL1RN IL6ST IRX5 KCNJ1 KCNN4 KISS1 KISS1R KL KNSTRN KRAS LAMA5 LHX4 LIFR LIMK1 LMNA LRP5 LTBP4 MAFB MAGEL2 MAN2B1 MBTPS2 MDM4 MEN1 METTL27 MGAT2 MIA3 MIF MKRN3 MLXIPL MMP1 MMP14 MMP2 MPLKIP MRPS22 MSH4 MST1 MTAP MTTP MTX2 NAA20 NAF1 NAGA NCF1 NDN NF1 NFKBIA NHERF1 NHLH2 NOTCH2 NPAP1 NPR2 NR5A1 NRAS NSMF NUP107 OCA2 OTX2 P3H1 P4HB PAPPA2 PDE11A PIGT PIGU PIGY PIK3CD PLEKHM1 PLOD1 PLOD2 PLOD3 PMM2 POC1A POLE POLR3A POLR3H POU1F1 PRKACA PRKAR1A PRLR PROK2 PROKR2 PROP1 PSAP PSMC3IP PTH1R PWAR1 PWRN1 PYCR1 PYGL RECQL4 RFC2 RIGI RNF113A RNF125 RNU4ATAC RPL11 RSPRY1 SATB2 SBDS SCARB2 SEC23A SEC24D SEMA4D SERPINA1 SERPINH1 SGMS2 SH3PXD2B SIM1 SKI SLC10A1 SLC11A1 SLC12A1 SLC17A5 SLC26A9 SLC2A2 SLC34A1 SLC35A2 SLC37A4 SLC39A13 SLC39A8 SLC6A14 SLC7A7 SLC9A3 SMARCAL1 SMARCD2 SMPD1 SNORD115-1 SNORD116-1 SNRPN SOX3 SPIDR SPRY4 SRP19 SRP54 STAT1 STAT3 STN1 STX1A STX3 TAC3 TACR3 TAF1 TAPT1 TARS1 TBL2 TCF12 TCF4 TCIRG1 TERT TGFB1 TMEM270 TMEM38B TMEM67 TNFRSF11B TNNC2 TOM1 TONSL TRAF3IP1 TREM2 TRPS1 TRPV6 TTC26 UNC80 UROD UROS USP9X VPS37D WDR11 XYLT2 ZMPSTE24 ZNF668 ZNF699 ZSWIM7 HP_OSTEOPETROSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OSTEOPETROSIS AMER1 ANKH CA2 CLCN7 CSF1R DHCR24 FERMT3 GJA1 KARS1 LRP5 MITF OSTM1 PLEKHM1 PTDSS1 SLC4A2 SNX10 TCIRG1 TNFRSF11A TNFSF11 HP_OSTEOPOROSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OSTEOPOROSIS ABCC9 ADAMTS2 ADAMTSL2 ADCY10 AEBP1 AIP ALB ANAPC1 ANTXR2 ARMC5 ASAH1 ASXL1 ASXL2 ATP6V0A1 ATP7A ATP7B ATRX B3GALT6 B3GAT3 BANF1 BAZ1B BCL7B BMP1 BMP15 BMP2 BMP6 BNC1 BRAF BUD23 CALCR CANT1 CAVIN1 CBL CBS CCN6 CDC73 CDH23 CEACAM3 CEACAM6 CFTR CHD7 CHST3 CLCA4 CLIP2 COL1A1 COL1A2 COL2A1 COL7A1 CPLX1 CTBP1 CTC1 CTDP1 CYB5A CYP11A1 CYP17A1 CYP19A1 CYP27A1 DCTN4 DHX37 DKC1 DKK1 DMRT3 DNAJC30 DPAGT1 DUSP6 EDNRA EIF2AK3 EIF4H ELN ERCC6 ESR1 ESR2 FAT4 FGF17 FGF8 FGFR1 FKBP10 FKBP6 FLRT3 FOXA2 FSHR G6PC1 GALNS GALT GATA1 GATA4 GCLC GCM2 GK GLB1 GLI2 GNAS GNRH1 GNRHR GORAB GPAA1 GPR35 GSTM3 GTF2I GTF2IRD1 GTF2IRD2 HAMP HBB HERC2 HESX1 HFE HJV HLA-DQA1 HLA-DQB1 HMOX1 HPGD HS6ST1 HSD17B4 HSD3B7 HSPG2 HTRA1 IFIH1 IFT122 IFT43 IFT52 IGF1 IL12A IL12RB1 IL17RD IL6ST IRF5 KCNJ8 KCNN4 KDELR2 KISS1 KISS1R KIT LAMA3 LAMB3 LAMC2 LARS2 LETM1 LHX4 LIFR LIMK1 LMNA LMX1B LRP5 LRP6 MAGEL2 MALT1 MAP3K1 MED12 MEN1 METTL27 MIF MKRN3 MLXIPL MMEL1 MMP1 MMP14 MMP2 MRPS22 MSH4 MST1 MTRR NCF1 NDN NDUFAF1 NELFA NF1 NFIX NGLY1 NHERF1 NHLH2 NHP2 NOP10 NOTCH2 NPAP1 NPM1 NR0B1 NR3C1 NR5A1 NSD2 NSMF NUP107 OCA2 OTX2 PARN PCCA PCCB PDE11A PDGFRB PDLIM4 PEX12 PHKA2 PHKB PHKG2 PIGG PIGT PLOD1 PLOD2 PMM2 POF1B POLD1 POLG POLG2 POLR3H POU1F1 POU2AF1 PRDM5 PRG4 PRKACA PRKAR1A PRLR PROK2 PROKR2 PROP1 PSMC3IP PWAR1 PWRN1 PYCR1 PYGL RAB3GAP1 RECQL4 RFC2 RIN2 RNU4ATAC RNU7-1 RPL10 RPL11 RRM2B RTEL1 RUNX1 RUNX2 SATB2 SC5D SCN4A SEMA4D SERPINA1 SGMS2 SH3PXD2B SIM1 SLC11A1 SLC25A19 SLC25A4 SLC26A9 SLC34A1 SLC37A4 SLC6A14 SLC7A7 SLC9A3 SLCO2A1 SMAD3 SMPD1 SMS SNORD115-1 SNORD116-1 SNRPN SOX3 SOX9 SP7 SPARC SPIB SPIDR SPRTN SPRY4 SRC SRSF2 SRY STAT1 STX1A TAC3 TACR3 TBCK TBL2 TCF12 TCF4 TENT5A TERC TERT TET2 TGFB1 TGFBR2 TINF2 TMEM165 TMEM270 TMEM67 TNFRSF11A TNFRSF11B TNFSF15 TNPO3 TOM1 TP53 TRAPPC2 TRIP11 TRMT10A TWNK TYMS UROD UROS USB1 USP48 USP8 VAMP7 VPS37D VPS53 WDR11 WDR19 WDR35 WNT1 WNT3A WRAP53 WRN WT1 WWOX XYLT2 ZBTB20 ZFPM2 ZNF469 ZSWIM7 HP_OSTEOSARCOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OSTEOSARCOMA ADA2 ANAPC1 CDKN2A CHEK2 GATA1 HEATR3 LMNA MDM2 MTAP RB1 RECQL4 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 SQSTM1 TP53 TSR2 WRN HP_OTITIS_MEDIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OTITIS_MEDIA A2ML1 ABCA12 ACP5 ADA ADA2 ADAT3 AGA AGR2 AK2 ALMS1 ALOX12B ALOXE3 ANAPC1 ANKRD11 AP3B1 APC2 ARHGAP29 ARHGEF38 ARVCF ASPRV1 ATN1 BAP1 BAZ1B BCL7B BCOR BLM BLNK BMP4 BPTF BTK BUD23 C1QB C4B CARMIL2 CCDC103 CCDC39 CCDC40 CCDC47 CCDC65 CCNO CD19 CD247 CD3D CD3E CD3G CD4 CD79A CD79B CD81 CDC42BPB CDH1 CFAP221 CFAP298 CFAP300 CFAP45 CFAP52 CFAP74 CFI CIITA CLCN7 CLIP2 COBLL1 COL11A1 COL2A1 COMT CORO1A CPLX1 CR2 CREBBP CTBP1 CTLA4 CXCR4 CYBA CYBB CYBC1 CYP4F22 DCLRE1C DDB1 DEAF1 DHCR7 DLG1 DLK1 DLX4 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAJC30 DNAL1 DOCK2 DOCK8 DPF2 DPP9 DRC1 EIF4H ELANE ELN EP300 FCGR3A FGF3 FGFR2 FGFR3 FKBP6 FLII FLNA FMR1 FOCAD FOXJ1 FOXP1 FZD2 G6PC3 GAS2L2 GAS8 GATA2 GLRA2 GNB2 GNPTAB GNS GP1BB GRHL3 GTF2I GTF2IRD1 GTF2IRD2 GUSB H4C3 H4C5 HEPHL1 HIRA HLA-DPA1 HLA-DPB1 HYAL1 HYDIN ICOS IDS IDUA IGHG2 IGHM IGKC IGLL1 IKBKB IKBKG IL11RA IL17RA IL21R IL2RB IL2RG IL6R IL6ST IL7R IQSEC2 IRF2BP2 IRF6 JAGN1 JAK3 JMJD1C KANSL1 KAT6A KDM6A KIF15 KMT2A KMT2D KMT5B LBR LETM1 LIG1 LIMK1 LIPN LRBA LRRC56 LRRC8A MAGT1 MAN2B1 MAP3K7 MAPK1 MCIDAS MED12 MEG3 METTL27 MGP MLXIPL MNS1 MS4A1 MSX1 NAA10 NBN NCF1 NCF2 NCF4 NCKAP1L NECTIN1 NEK10 NELFA NFKB1 NFKB2 NFKBIA NIPAL4 NIPBL NME5 NME8 NSD1 NSD2 NXN OCRL ODAD1 ODAD2 ODAD3 ODAD4 OFD1 PCYT1A PDGFRA PGM1 PGM3 PHIP PIGG PIK3CD PIK3CG PIK3R1 PLCG2 PNP POLR3A PRKAR1B PRKCD PRTN3 PSMB8 PSMD12 PTEN PTPN22 RAC1 RAC2 RAG1 RAG2 RAI1 RELB RFC2 RFX5 RFXANK RFXAP RIC1 RNF168 RNF2 RNU4ATAC ROR2 RPGR RPL11 RREB1 RSPH1 RSPH3 RSPH4A RSPH9 RTL1 RUNX2 SDCCAG8 SDR9C7 SEC24C SETD2 SH3KBP1 SLC25A12 SLC35C1 SLC37A4 SLC39A7 SMARCD2 SMG9 SNX10 SPAG1 SPEF2 SPI1 SPTBN1 SRCAP SRY STAT3 STK36 STX1A SULT2B1 SYK TAF1 TAOK1 TAP1 TAP2 TAPBP TBL2 TBX1 TBX4 TCF3 TCIRG1 TFE3 TGDS TGM1 TLK2 TLR8 TMCO1 TMEM270 TNFRSF13B TNFRSF13C TNFSF11 TNFSF12 TNRC6B TP63 TP73 TPP2 TRAC TTC12 UBB UFD1 UNC119 USB1 USP26 VPS37D WAS WDR26 WIPF1 ZEB2 ZMYND10 ZNF341 HP_OTOSCLEROSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OTOSCLEROSIS BPTF COL1A1 COL1A2 GDF6 IDS PSMD12 HP_OVAL_FACE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OVAL_FACE ADARB1 B3GALT6 CASK CNTN1 EBF3 EXOC2 HYOU1 NFIX PUF60 SH2B1 SLC25A12 SOX18 SPEN SPTBN1 TP63 TSPEAR HP_OVARIAN_CARCINOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OVARIAN_CARCINOMA BRCA1 BRCA2 CDKN2A KRAS PALB2 PALLD PDE11A PRKAR1A PTCH1 PTEN RABL3 RAD51C SMAD4 TP53 HP_OVARIAN_CYST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OVARIAN_CYST AGPAT2 AKT1 AKT2 ALMS1 ANTXR2 ATM BAZ1B BCL7B BSCL2 BUD23 CAV1 CAVIN1 CBX2 CIDEC CLIP2 CORIN CYB5A CYP11B1 CYP17A1 CYP19A1 DHH DHX37 DMRT1 DNAJC30 EIF4H ELN ESR1 F7 FKBP6 FLT1 FOS FOXL2 FSHR GNAS GTF2I GTF2IRD1 GTF2IRD2 HNF1A INSR KLLN LHB LIMK1 LIPE LMNA LMNB2 MAP3K1 METTL27 MLXIPL MMP14 MMP2 MSH3 MSX1 MT-CYB NCF1 NR0B1 NR5A1 NTHL1 OFD1 PANX1 PATL2 PDE11A PHKA2 PHKB PHKG2 PIK3CA PIK3R1 PLIN1 POR PPARG PRKAR1A PRLR PTEN RFC2 SDHB SDHC SDHD SEC23B SETD2 SLC37A4 SOX3 SOX9 SRY STK11 STOX1 STX1A TBL2 TBX1 TMEM270 TRPV6 TUBB8 USF3 VPS37D WEE2 WT1 HP_OVARIAN_GONADOBLASTOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OVARIAN_GONADOBLASTOMA DHX37 DMRT3 GATA4 MAP3K1 NR0B1 NR5A1 SOX9 SRY VAMP7 WT1 WWOX ZFPM2 HP_OVARIAN_NEOPLASM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OVARIAN_NEOPLASM AKT1 BARD1 BMPR1A BRCA1 BRCA2 BRIP1 CDH1 CDKN2A CHEK2 CTNNB1 DHH DHX37 DICER1 DMRT3 EPCAM ERBB2 EWSR1 FAN1 FGFR2 FLI1 FOXE1 GATA4 IDH1 IDH2 KEAP1 KRAS LMNA MAP3K1 MBD4 MDM2 MLH1 MLH3 MRE11 MSH2 MSH3 MSH6 NBN NR0B1 NR5A1 OPCML PALB2 PALLD PDE11A PIK3CA PMS1 PMS2 PRKAR1A PRKN PTCH1 PTEN RABL3 RAD50 RAD51 RAD51C RAD51D RELA RNF43 RPS20 SEMA4A SMAD4 SOX9 SPRED1 SRY STAG3 TGFBR2 TP53 VAMP7 WNT10A WRN WT1 WWOX ZFPM2 ZFTA HP_OVARIAN_PAPILLARY_ADENOCARCINOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OVARIAN_PAPILLARY_ADENOCARCINOMA AKT1 CDH1 CTNNB1 ERBB2 OPCML PIK3CA PRKN HP_OVERFOLDING_OF_THE_SUPERIOR_HELICES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OVERFOLDING_OF_THE_SUPERIOR_HELICES BICRA FGFR2 GNAI3 PLCB4 SALL1 HP_OVERGROWTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OVERGROWTH ARHGEF9 CAMK2A CDKN1C DICER1 DLK1 DNMT3A EED EFEMP2 EHMT1 ESR1 EZH2 FAM20A FBLN5 FIBP GPC3 GPC4 GPR101 H3-3B HECTD4 HERC1 HNRNPK HRAS HSPG2 IGF2 KCNQ1 KCNQ1OT1 KMT2C KRAS MEG3 NF1 NFIX NRAS NSD1 PDGFRB PIGA PIK3CA PIK3R2 PTEN RNF135 RTL1 SETD2 SOST SUZ12 TGFB3 HP_OVERGROWTH_OF_EXTERNAL_GENITALIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OVERGROWTH_OF_EXTERNAL_GENITALIA AGPAT2 BSCL2 CAV1 CAVIN1 CDKN1C FOS IGF2 INSR KCNQ1 KCNQ1OT1 PPARG HP_OVERHANGING_NASAL_TIP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OVERHANGING_NASAL_TIP ATN1 COG4 MAPKAPK5 METTL5 PRKACA SIN3A TCF4 TGFB3 HP_OVERLAPPING_FINGERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OVERLAPPING_FINGERS ALG12 ATN1 BICD2 BLTP1 CHST11 CNTN1 COASY COG7 CTU2 DOK7 EBP EVC EVC2 FLNA MADD MECOM MED25 MOGS MYBPC1 MYH3 MYOD1 NALCN NEK9 OTUD5 PI4KA PLOD3 PPP1R21 PRKDC PTF1A SAMD9 SETBP1 TMEM94 TNNI2 TNNT3 TPM2 HP_OVERLAPPING_TOE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OVERLAPPING_TOE ARX ASXL1 ATN1 ATP6V1E1 BLTP1 BPTF CCDC22 CCDC47 CDC42 CHST11 CPLX1 CREBBP CTU2 DDX6 DHCR7 DLK1 EBP EP300 EXT2 EZH2 FGFR2 GDF6 GJA5 GJA8 GLI3 HNRNPK HUWE1 INTS1 INTS8 KAT8 MAPK1 MED12 MED25 MEG3 MYOD1 NEK9 OTUD6B PCGF2 PDZD8 PIEZO2 PPP1R21 PUF60 RAB11B RAB3GAP1 RAB3GAP2 RSPRY1 RTL1 SETBP1 SF3B4 SIN3A SLC35C1 SLC6A9 SMAD4 SNRPN SOD1 SOX5 TCF4 TELO2 THOC6 TMCO1 TMEM260 TMEM94 TPM2 UBE2A USP9X WIPI2 XYLT2 ZNF407 HP_OVERRIDING_AORTA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OVERRIDING_AORTA BAZ1B BCL7B BUD23 CHD7 CLIP2 COX7B DNAJC30 EIF4H ELN FGFR2 FKBP6 GTF2I GTF2IRD1 GTF2IRD2 HCCS LARS2 LIMK1 METTL27 MLXIPL NCF1 NDUFB11 NEK9 RAI1 RFC2 STX1A TBL2 TGDS TMEM270 VPS37D HP_OVERTUBULATED_LONG_BONES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OVERTUBULATED_LONG_BONES ATP6V1B2 COG4 KCNH1 KCNMA1 KCNN3 LMNA ZMPSTE24 HP_OVERWEIGHT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OVERWEIGHT ABCB4 ABCC8 ACADVL ADGRL1 AP1S3 AP4B1 AP4E1 AP4M1 AP4S1 APPL1 ASH1L BLK CEL CFAP418 CHD8 CTSK FOXP1 GCK HESX1 HNF1A HNF4A IGSF1 IL36RN INS KCNJ11 KLF11 LHX3 LHX4 NEUROD1 PAX4 PDSS1 PDX1 POU1F1 PROP1 SATB1 SLC9A7 SPG11 SPTBN1 TAOK1 THOC2 TMEM218 TRHR TRIP4 UNC45B USP7 ZBTB7A HP_OVOID_VERTEBRAL_BODIES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OVOID_VERTEBRAL_BODIES ABCC9 ARSB B3GALT6 COL2A1 COMP DNAJC21 FBN1 FN1 FUCA1 GALNS GLB1 GNPTAB GNS HGSNAT IHH KCNJ8 LBR LIFR LTBP1 LTBP3 MATN3 NAGLU NPR2 PCYT1A POP1 SBDS SGSH SLC35D1 SMARCAL1 SRP54 TBX15 UBE3B HP_OVOTESTIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OVOTESTIS COX7B HCCS NDUFB11 NR5A1 RSPO1 SRY WNT4 HP_OXYCEPHALY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_OXYCEPHALY FGFR2 IL11RA MEGF8 RAB23 RECQL4 SOX6 TWIST1 HP_PACE_OF_PROGRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PACE_OF_PROGRESSION AAAS AARS2 ABCD1 ABCD3 ABHD12 ACER3 ACTA1 ACTN4 ADA2 ADH1C ADK ADSS1 AFG3L2 AGTPBP1 AIFM1 AIMP1 AIMP2 AKT1 ALDH18A1 ALG14 ALG2 ALS2 ANO5 ANTXR2 AP4B1 AP5Z1 APOE AR ARHGDIA ASAH1 ASNS ATAD1 ATG5 ATL1 ATN1 ATP11A ATP13A2 ATP1A1 ATP2B3 ATP6AP2 ATP7A ATXN2 ATXN3 ATXN8OS B4GALNT1 BAG3 BRAT1 BSCL2 C19orf12 C9orf72 CACNA1A CACNA1G CAD CCDC88C CCNO CERS1 CFHR5 CFL2 CHCHD10 CHKB CHRND CHRNE CLCN5 CLDN14 CLN8 CLPB COA7 COASY COCH COL4A3 COL4A4 COL4A5 COL6A1 COL6A2 COL6A3 COPB2 COQ2 COQ6 COQ8B COX6A1 CPT1C CRAT CRPPA CRYAB CSF1R CTC1 CTSF CWF19L1 CYP7B1 DAB1 DARS1 DARS2 DCDC2 DCTN1 DDHD1 DDHD2 DEGS1 DGKE DIABLO DMXL2 DNA2 DNAJB11 DNAJB2 DNAJB6 DNAJC5 DNAJC6 DNM1L DNM2 DNMT1 DPAGT1 DPM1 DRD3 DYNC1H1 DYSF DZIP1L EEF2 ELMO2 ELOVL5 ELP1 ELP2 EMC1 EMD EPM2A EPRS1 ERLIN1 ERLIN2 EXOSC9 FA2H FAN1 FARS2 FAT2 FBXO38 FBXO7 FGF14 FHL1 FIG4 FKTN FLNC FLVCR1 FN1 FRG1 FTL FZD4 FZD6 GAN GARS1 GBA1 GBA2 GBE1 GDAP1 GDAP2 GEMIN5 GFPT1 GJB1 GLUD2 GNAS GNB4 GNS GOSR2 GPT2 GRHL2 GRM1 GRN GYG1 HEPACAM HINT1 HK1 HLA-DQB1 HNRNPA1 HNRNPDL HOXB1 HPCA HPDL HSPB1 HSPB3 HSPD1 IBA57 IGHMBP2 ILDR1 INF2 INPP5K IREB2 IRF2BPL ISCA1 ISCA2 ITPR1 JAG2 KBTBD13 KCNC1 KCNC3 KCND3 KCNK3 KCNQ4 KCNT1 KCTD17 KCTD7 KIF1A KIF1B KIF1C KIF5A KLC2 KMT2B KPNA3 KRT12 KY LAMA2 LAMB1 LIMS2 LMNA LMNB1 LMNB2 LRP12 LRP5 LRRK2 LRSAM1 LYRM7 MAG MAP2K1 MAP3K20 MAPKBP1 MAPT MARCHF6 MARS1 MCM2 MCM3AP MECP2 MECR MED17 MFF MFN2 MFSD2A MFSD8 MGME1 MICOS13 MME MOCS1 MOCS2 MORC2 MPV17 MPZ MRE11 MRPS34 MT-TT MTAP MTMR14 MTPAP MTRFR MYH14 MYH7 MYMK MYO1E MYORG MYOT MYPN NAGLU NALCN NAXE NBEAL2 NDUFA12 NDUFA13 NDUFAF2 NDUFB9 NDUFS1 NDUFS7 NEFH NEFL NHLRC1 NIPA1 NKX6-2 NLRP3 NOL3 NOP56 NPHS1 NPHS2 NR1H4 NR4A2 NUP107 NUP133 NUP160 NUP214 NUP85 NUP93 OPA1 OPTN ORAI1 PABPN1 PANK2 PARK7 PCLO PCNA PDE10A PDE8B PDGFB PDGFRB PDK3 PDXK PDYN PEX10 PEX16 PEX2 PIEZO2 PIK3R5 PINK1 PKD2 PLA2G6 PLCE1 PLD3 PLEC PLEKHG5 PLP1 PMP2 PMP22 PMPCA PMPCB PNKP PNPLA2 PNPLA6 PNPLA8 POGLUT1 POLG POLG2 POLR3A POLR3B POMGNT1 POMT1 PRDM8 PRICKLE1 PRKCG PRKRA PRNP PRUNE1 PRX PSEN1 PTRH2 PUM1 PYCR2 PYROXD1 QARS1 RARS2 RBCK1 REEP2 REPS1 RETREG1 RFC1 RNASEH1 RNASEH2C RNASET2 RRM2B RTN2 RUBCN RYR1 SAMD12 SBF1 SCARB2 SCN8A SCN9A SEC61A1 SETX SGCA SGCG SGPL1 SIGMAR1 SLC12A6 SLC20A2 SLC25A4 SLC33A1 SLC34A2 SLC39A14 SLC44A4 SLC52A2 SLC52A3 SLC5A7 SLC6A3 SLC9A1 SMAD9 SMN1 SMN2 SNCA SNCAIP SNORD118 SOST SOX18 SPAST SPG11 SPG21 SPRY2 SPTBN2 SQSTM1 STARD7 STIM1 STUB1 SURF1 SYNE1 SYNJ1 SYT14 TARDBP TBC1D24 TBCE TBK1 TBP TEAD1 TENM4 TFAM TFG TGM6 TIA1 TJP2 TK2 TMEM240 TMEM43 TNFRSF11A TNFRSF11B TOR1AIP1 TPP1 TRAK1 TRAPPC12 TRAPPC2L TRAPPC6B TREX1 TRIM32 TRPC3 TRPV4 TTN TTR TUBB4A TUBB6 TWNK TXN2 TYMP UBA5 UBQLN2 UCHL1 UMOD VAC14 VARS1 VCP VLDLR VMA21 VPS13A VPS13C VPS53 VRK1 VWA3B WARS1 WASHC5 WDR45B WNK1 WT1 XPR1 XRCC1 YARS2 YEATS2 ZFYVE26 HP_PAIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PAIN AAGAB ABCA1 ABCB11 ABCB4 ABCC2 ABCC6 ABCC9 ABCD1 ABCG5 ABCG8 ACAD9 ACADM ACADVL ACP5 ACTA2 ACTC1 ACTG2 ACTN4 ADA2 ADAMTS19 AGBL1 AGXT AIP AKT1 ALAD ALDH18A1 ALDH4A1 ALDOA ALDOB ALG5 ALG9 ALMS1 AMPD1 AMPD3 ANG ANK1 ANKFY1 ANKH ANKRD55 ANLN ANO5 ANTXR2 ANXA11 AP1S3 AP2S1 APC APOB APOL1 APRT ARHGAP24 ARHGDIA ARSB ARVCF ASAH1 ASPN ASXL1 ATL1 ATL3 ATP2A1 ATP7A ATP7B ATP8B1 ATRX ATXN2 ATXN3 B2M BAP1 BAZ1B BCL10 BCL11A BCL7B BCOR BICC1 BIN1 BIRC3 BMP2 BMP6 BMPR1A BRCA1 BRCA2 BSCL2 BTNL2 BUD23 BVES C1QB C1R C1S C4A CALR CAPN3 CARD8 CARS2 CASK CASQ1 CASR CAT CAV1 CAV3 CAVIN1 CBL CCDC78 CCN2 CCN6 CCND1 CCNF CCR1 CCR6 CD19 CD244 CD247 CD2AP CD46 CD55 CD81 CDC73 CDH2 CDKN1A CDKN1B CDKN2A CDKN2B CDKN2C CEBPE CEL CFAP410 CFH CFI CFTR CHCHD10 CHEK2 CHMP2B CHST11 CHST3 CHST6 CIITA CLCN1 CLCN5 CLCN7 CLCNKB CLDN16 CLIP2 CLPB CNBP COL10A1 COL11A1 COL11A2 COL14A1 COL17A1 COL1A1 COL2A1 COL3A1 COL4A3 COL4A5 COL4A6 COL5A1 COL5A2 COL7A1 COL8A2 COL9A1 COL9A2 COL9A3 COMP COMT COPA COQ6 COQ7 COQ8B CORIN COX6B1 CPA1 CPOX CPT2 CR2 CRB2 CRLF1 CRPPA CTLA4 CTNNB1 CTNS CTRC CTSK CYP19A1 CYP27B1 CYP2R1 CYSLTR2 DAAM2 DAO DAXX DBH DCC DCTN1 DDB2 DDIT3 DDRGK1 DEPDC5 DGAT1 DGUOK DIS3L2 DKK1 DLEC1 DLL3 DLST DMD DMP1 DMPK DNA2 DNAJB11 DNAJB6 DNAJC30 DNAL4 DNASE1L3 DNM1L DNM2 DNMT3A DPM3 DSE DSG2 DYSF ECE1 EDN3 EDNRB EHHADH EIF4H ELANE ELF4 ELN EMD EMP2 ENG ENO3 ENPP1 EPAS1 EPB41 EPB42 EPCAM EPHA4 EPOR ERAP1 ERBB2 ERBB3 ERBB4 ERCC2 ERCC3 ERCC4 ERCC5 ERLIN1 ESR1 EWSR1 EXT1 EXT2 F12 F5 F8 FAN1 FAR1 FAS FBN1 FDX2 FERMT3 FGF13 FGF23 FH FHL1 FIG4 FIP1L1 FKBP6 FKRP FKTN FLI1 FLNC FLT1 FLVCR1 FMR1 FN1 FOXE1 FOXE3 FOXP1 FSHR FTL FUS G6PD GANAB GAPVD1 GATA4 GATA5 GATA6 GATM GBA1 GCGR GDNF GFI1 GHSR GJA5 GJB2 GJB6 GLA GLE1 GLT8D1 GNA11 GNA14 GNAQ GNAS GNB2 GNE GNPTG GOSR2 GP1BB GPC3 GPR101 GPR35 GRHL2 GTF2I GTF2IRD1 GTF2IRD2 GUCY2C GYPC H19 HABP2 HADHA HADHB HARS1 HBB HBG1 HBG2 HELLPAR HEPHL1 HEXB HEY2 HFE HGD HIRA HLA-B HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRB1 HMBS HNRNPA1 HNRNPA2B1 HOGA1 HPDL HPGD HPS1 HS3ST6 HSPG2 HTRA1 HYAL1 ICOS IDH1 IDH2 IDUA IFNGR1 IFT140 IGHG2 IGKC IKZF1 IL10 IL12A IL12A-AS1 IL12B IL1R1 IL1RN IL23R IL2RA IL2RB IL36RN IL6 INF2 IRAK1 IRF2BP2 IRF4 IRF5 JAK2 JMJD1C KCNA5 KCNE1 KCNE2 KCNJ2 KCNJ3 KCNJ5 KCNN4 KCNQ1 KIF1B KIF7 KIT KLF1 KLRC4 KRAS KRT14 KRT16 KRT17 KRT5 KRT6A KRT6B KY LACC1 LBR LDHA LDLR LDLRAP1 LEMD3 LIG3 LIMK1 LMNA LMNB1 LMNB2 LMX1B LOX LPIN1 LPIN2 LPL LRP1 LRP5 LZTR1 MAFB MAGI2 MALT1 MAT2A MATN3 MATR3 MAX MC2R MCM6 MDH2 MDM4 MED12 MEF2A MEFV MEN1 MESP2 MET METTL27 MFAP5 MFN2 MIEF2 MIF MINPP1 MITF MLH1 MLH3 MLIP MLX MLXIPL MLYCD MME MMP1 MMP13 MMP2 MMUT MOCOS MPL MRAP MRPS2 MS4A1 MSH2 MSH6 MSMO1 MST1 MSTO1 MT-ATP6 MT-CO1 MT-CO3 MT-TE MT-TK MT-TL1 MTMR14 MTTP MVK MYBPC3 MYC MYF6 MYH11 MYH3 MYH7 MYL2 MYL4 MYLK MYO1E MYOT NAB2 NABP1 NAGLU NCF1 NCF4 NDUFAF6 NEFH NEK1 NF1 NF2 NFKB1 NFKB2 NFKBIL1 NGF NGLY1 NKX2-5 NKX2-6 NKX3-2 NLRC4 NLRP12 NLRP3 NNT NOD2 NOS1 NOTCH2 NPHS1 NPHS2 NPM1 NPPA NPRL2 NPRL3 NR1H4 NRTN NTN1 NTRK1 NUMA1 NUP107 NUP133 NUP155 NUP160 NUP205 NUP37 NUP85 NUP93 OBSCN OPA1 OPA3 OPLAH OPTN ORAI1 OTC OTULIN OVOL2 P4HA2 PALB2 PALLD PAX2 PCSK9 PDGFB PDGFRA PFKM PFN1 PGAM2 PGK1 PHEX PHKA1 PHKA2 PHKB PHKG2 PIEZO1 PIGA PIGT PIGY PIK3CA PIK3CG PITX2 PKD1 PKD2 PKDCC PKHD1 PLCE1 PLCG2 PLEKHM1 PLN PML PMP22 PMS1 PMS2 PNPLA2 PNPT1 POLE POLG POLG2 POLR3A POLR3GL POMP POMT1 PON1 PON2 PON3 PORCN POU6F2 PPA2 PPARG PPARGC1A PPOX PRDM5 PRKAG2 PRKAR1A PRKCD PRKCSH PRKG1 PRKRA PRNP PRORP PRPH PRSS1 PRSS2 PRTN3 PSAP PSMB4 PSMB8 PSMB9 PSTPIP1 PTEN PTH1R PTPN11 PTPN2 PTPN22 PTPN3 PTPRO PYGM RABL3 RAD21 RAD51 RARA RASA1 RB1 RBCK1 REEP2 RELA REST RET RFC2 RIPK1 RNASEH1 RNF168 RNF6 RNU4ATAC RPS20 RREB1 RRM2B RUNX1 RYR1 SAA1 SAT1 SCARB2 SCN11A SCN1B SCN2B SCN3B SCN4A SCN4B SCN5A SCN9A SCNN1A SCNN1B SCNN1G SDHA SDHAF2 SDHB SDHC SDHD SEC24C SEC63 SEMA3C SEMA3D SEMA4A SEMA4D SEPTIN9 SERPINF2 SERPING1 SF3B1 SFRP4 SH2B3 SH3TC2 SI SLC12A3 SLC22A12 SLC22A4 SLC25A11 SLC25A26 SLC25A4 SLC25A42 SLC26A1 SLC26A2 SLC2A9 SLC34A1 SLC34A2 SLC34A3 SLC39A14 SLC40A1 SLC4A1 SLC4A11 SLCO2A1 SMAD2 SMAD3 SMAD4 SMARCB1 SMARCE1 SMO SMPD1 SNX10 SOD1 SOST SOX10 SPAST SPG7 SPINK1 SPP1 SPTA1 SPTB SPTBN1 SPTLC1 SPTLC2 SQSTM1 SREBF1 SRP19 SRP54 SRSF2 STAR STAT3 STAT4 STAT5B STAT6 STIM1 STING1 STK11 STOX1 STX16 STX1A SUFU SVIL SYK SYNE1 SYNE2 TACSTD2 TAF15 TARDBP TBC1D8B TBK1 TBL1XR1 TBL2 TBX1 TBX18 TBX6 TCF4 TCIRG1 TEK TERT TET2 TGFB1 TGFB2 TGFB3 TGFBI TGFBR1 TGFBR2 THPO THSD4 TK2 TLR4 TLR7 TMEM126B TMEM127 TMEM270 TMEM43 TNFRSF11A TNFRSF11B TNFRSF13B TNFRSF13C TNFRSF1A TNFSF11 TNFSF12 TNNC1 TNXB TONSL TP53 TRAF7 TRAPPC11 TRAPPC2 TREH TREM2 TREX1 TRIM28 TRIM32 TRIP13 TRPA1 TRPC6 TRPM4 TRPS1 TRPV4 TSC1 TSC2 TTN TWNK TXNRD2 TYMP TYROBP UBA1 UBAC2 UBQLN2 UFD1 UFSP2 UNC13A UNC45A UQCRH VANGL1 VAPB VCP VDR VHL VPS37D VSX1 VWA1 WAS WASHC5 WIPF1 WNT1 WNT3A WRN WT1 WWOX XPA XPC ZBTB16 ZEB1 ZFTA ZMPSTE24 ZNF469 ZNF687 ZNRF3 HP_PAINLESS_FRACTURES_DUE_TO_INJURY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PAINLESS_FRACTURES_DUE_TO_INJURY KIF1A MPV17 NGF NTRK1 RETREG1 SCN9A WNK1 ZFHX2 HP_PAIN_INSENSITIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PAIN_INSENSITIVITY ATL1 ATL3 CACNA2D1 CLTCL1 DDHD1 DEAF1 DNM1L EBF3 GRIA3 HDAC4 IARS2 KDM5C MECP2 MPV17 NGF NGLY1 NTRK1 PRDM12 RFX7 SCN11A SCN9A SPTLC1 SPTLC2 TDP1 TMEM218 TRIO TRPM3 ZFHX2 HP_PAIN_IN_HEAD_AND_NECK_REGION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PAIN_IN_HEAD_AND_NECK_REGION AGBL1 AKT1 BAP1 CHST6 COL17A1 COL8A2 CTNS CYSLTR2 DKK1 GNA11 GNAQ GRHL2 HMBS HTRA1 KRT16 KRT17 KRT6A KRT6B NF2 NTRK1 OVOL2 PDGFB PIK3CA RASA1 SCN9A SF3B1 SLC39A14 SLC4A11 SMARCB1 SMARCE1 SMO SUFU TACSTD2 TCF4 TERT TGFBI TONSL TRAF7 VSX1 ZEB1 HP_PALATE_FISTULA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PALATE_FISTULA ARHGAP29 ARHGEF38 BMP4 CDH1 COBLL1 DLG1 DLX4 IRF6 MSX1 NECTIN1 PDGFRA RIC1 TP63 HP_PALLOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PALLOR ABCC8 ACAT1 ADA2 AGBL5 AIP ALAS2 ALS2 AMN ANK1 ASXL1 ATP1A2 ATP1A3 BMPR1A CACNA1A CACNA1H CALR CASK CCND1 CDH23 CDIN1 CLCN7 COL12A1 CUBN DEPDC5 DHFR DLST DNMT3A ENG EPAS1 EPB41 EPB42 FANCA FANCC FANCD2 FANCE FANCI FBP1 FH G6PD GABRA1 GABRB3 GABRG2 GATA1 GATA2 HBA1 HBA2 HBB HBG1 HBG2 HEATR3 HEXA HMGCL HNF1A HNF4A IKBKG JAK2 JRK KCNJ11 KCNQ2 KIF1B KIF23 KIT KLF1 LRAT MAX MDH2 MEN1 MMADHC MPL MSTO1 MT-CYB MYD88 NF1 NPRL2 NPRL3 OPA1 PCDH19 PIEZO1 PKLR POMGNT1 PTS PUS1 RACGAP1 RAG1 RAG2 RAX2 RET RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 SCN1A SCN1B SCN2A SCN9A SDHA SDHAF2 SDHB SDHC SDHD SF3B1 SH2B3 SLC19A2 SLC1A3 SLC25A11 SLC2A1 SLC46A1 SLC4A1 SMAD4 SNX10 SPTA1 SPTB SRSF2 STEAP3 TCIRG1 TET2 TMEM126A TMEM127 TMPRSS6 TNFSF11 TRNT1 TSR2 TTC8 UCP2 VHL WDR19 YARS2 ZNF699 HP_PALMAR_HYPERHIDROSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PALMAR_HYPERHIDROSIS CDSN CFTR CTSB KRT16 KRT17 KRT6A KRT6B LAMB3 MBTPS2 PERP PLAA RSPO1 SERPINB7 TRPV3 WNT10A HP_PALMAR_HYPERKERATOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PALMAR_HYPERKERATOSIS AAAS AAGAB ABCA12 ABCC9 ACTC1 ACTN2 AKT1 ALOX12B ALOXE3 ANKRD1 AP1B1 AQP5 ATP2A2 BAG3 BAG5 BRAF CAP2 CARD14 CAST CD28 CERS3 CFTR COG6 COL14A1 COL17A1 COL7A1 CRYAB CSRP3 CST6 CSTA CTC1 CTLA4 CTSC CYP4F22 DES DKC1 DMD DOLK DSC2 DSG1 DSG2 DSP DST ENPP1 FERMT1 FGFR2 FHL2 FIG4 FKTN GATAD1 GJA1 GJB2 GJB3 GJB4 GJB6 GMPPA GRHL2 HAND2 HPGD ITGB4 JPH2 JUP KANK2 KDSR KLHL24 KLLN KRAS KRT1 KRT10 KRT14 KRT16 KRT17 KRT2 KRT5 KRT6A KRT6B KRT6C KRT74 KRT83 KRT9 LAMA3 LAMA4 LAMB3 LAMC2 LDB3 LMNA LMOD2 LORICRIN LSS MAP2K1 MAP2K2 MBTPS2 MCOLN1 MMP1 MT-TS1 MTX2 MYBPC3 MYH6 MYH7 MYPN NECTIN1 NECTIN4 NEXN NHP2 NIPAL4 NLRP1 NOP10 NPM1 PARN PDGFRB PEPD PERP PIGL PIK3CA PKP1 PLEC PLN PNPLA1 POMP PPCS PRDM16 PSEN1 PSEN2 PTEN RAF1 RBM20 RHBDF2 RPL3L RSPO1 RTEL1 SASH1 SCN5A SDHA SDHB SDHC SDHD SDR9C7 SEC23B SERPINA12 SERPINB7 SGCD SLCO2A1 SLURP1 SMARCAD1 SNAP29 SRD5A3 STS SULT2B1 TAF1A TAFAZZIN TAT TCAP TERC TERT TGM1 TINF2 TMPO TNFRSF1B TNNC1 TNNI3 TNNT2 TP63 TPM1 TRAPPC11 TRPM4 TRPV3 TTN TXNRD2 TYMS USB1 USF3 VCL VEZF1 VPS33B WNT10A WRAP53 ZC4H2 HP_PALMAR_HYPERLINEARITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PALMAR_HYPERLINEARITY ALOX12B ALOXE3 CERS3 CYP4F22 FLG KDF1 STS HP_PALMAR_PITS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PALMAR_PITS ATP2A2 CIB1 KRT5 POFUT1 POGLUT1 PSENEN PTCH1 PTCH2 SUFU HP_PALMAR_PRURITUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PALMAR_PRURITUS ABCB11 ABCB4 ATP8B1 CFTR NR1H4 HP_PALMAR_TELANGIECTASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PALMAR_TELANGIECTASIA ACVRL1 GPR35 LBR MST1 SEMA4D SOX18 TCF4 HP_PALMOPLANTAR_BLISTERING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PALMOPLANTAR_BLISTERING COL7A1 DSG1 KRT1 KRT14 KRT16 KRT17 KRT5 KRT6A KRT6B PKP1 PLEC HP_PALMOPLANTAR_CUTIS_LAXA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PALMOPLANTAR_CUTIS_LAXA ATP6V0A2 C1R FGFR2 FGFR3 LZTR1 MRAS PLOD1 RIT1 ZNF469 HP_PALMOPLANTAR_ERYTHEMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PALMOPLANTAR_ERYTHEMA DSP GJA1 GJA5 GJA8 WNT10A HP_PALPEBRAL_EDEMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PALPEBRAL_EDEMA ACTB ACTG1 ADAMTS2 AIP ANTXR1 CAMTA1 CDH11 COL1A1 COL5A1 COL5A2 DHX30 DNMT3B DUX4 DUX4L1 FOXG1 FRG1 FRMD4A GNPTAB GPR101 GSN KAT6A KCTD1 KIF1A KNSTRN KPTN MED12L PEX2 PEX5 PIK3CD POU4F1 PSPH RIN2 SHANK3 SLC29A3 SLC35C1 SMCHD1 SNX14 SOX18 SPTBN1 TGFBI XPNPEP2 ZNHIT3 HP_PALPITATIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PALPITATIONS ABCC8 ABCC9 ACTC1 ADAMTS19 ATRX BVES CACNA1S CACNA2D1 CAV3 CCND1 CDH2 CDH23 CDKN2A CITED2 CLCNKB CNBP CTNNB1 DAXX DLST DNMT3A DSC2 DSG2 DTNA EMD EPAS1 FH GABRA3 GATA4 GATA5 GATA6 GCGR GJA5 GYG1 HNF1A ISCU JPH2 JUP KCNA5 KCND3 KCNE1 KCNE2 KCNH2 KCNJ11 KCNJ18 KCNJ2 KCNJ3 KCNJ5 KCNQ1 KIF1B KLHL24 MAX MDH2 MEN1 MYH6 MYL2 MYL3 MYL4 MYOZ2 NF1 NKX2-5 NKX2-6 NPPA NUP155 PITX2 PKP2 PNPLA2 POLG POLG2 PRKAG2 PRKAR1A RET RRM2B SCN1B SCN2B SCN3B SCN4B SCN5A SCN9A SDHA SDHAF2 SDHB SDHC SDHD SLC12A3 SLC25A11 SLC25A4 SLC4A3 TBX20 TECRL TERT TLL1 TMEM126B TMEM127 TMEM43 TP53 TTN TWNK UCP2 VHL YY1 ZNRF3 HP_PANCREATIC_ADENOCARCINOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PANCREATIC_ADENOCARCINOMA AAGAB BMPR1A BRCA1 BRCA2 CDC73 CDKN2A COL14A1 CTRC EPCAM FAN1 KRAS MLH1 MLH3 MSH2 MSH6 NTHL1 PALB2 PALLD PIK3CA PMS1 PMS2 RABL3 RNF43 RPS20 SEMA4A SMAD4 SPINK1 STK11 TGFBR2 TP53 HP_PANCREATIC_APLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PANCREATIC_APLASIA CNOT1 GATA6 HNF1B LHX1 PDX1 PTF1A HP_PANCREATIC_CALCIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PANCREATIC_CALCIFICATION ABCC6 CASR CFTR CPA1 CTRC ENPP1 PRSS1 PRSS2 SPINK1 HP_PANCREATIC_CYSTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PANCREATIC_CYSTS ALG5 ALG9 B9D1 B9D2 BICC1 CC2D2A CCND1 CEP290 CSPP1 DNAJB11 DZIP1L GANAB GLIS3 IFT140 MKS1 NPHP3 OFD1 PKD1 PKD2 PKHD1 RBM8A RPGRIP1 RPGRIP1L TCTN1 TCTN2 TCTN3 TMEM107 TMEM216 TMEM231 TMEM237 TMEM67 TXNDC15 VHL WDR19 XPNPEP3 HP_PANCREATIC_ENDOCRINE_TUMOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PANCREATIC_ENDOCRINE_TUMOR CCND1 CDKN1A CDKN1B CDKN2B CDKN2C GCGR IFNG KCNJ11 MAFA MEN1 TSC1 TSC2 VHL HP_PANCREATIC_FIBROSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PANCREATIC_FIBROSIS B9D1 B9D2 CC2D2A CEP290 CSPP1 DYNC2I1 MKS1 NEK1 NPHP3 PTRH2 RPGRIP1 RPGRIP1L SLC37A4 TCTN1 TCTN2 TCTN3 TMEM107 TMEM216 TMEM231 TMEM237 TMEM67 TXNDC15 HP_PANCREATIC_HYPOPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PANCREATIC_HYPOPLASIA ABCC8 APPL1 BLK CEL DNAJC21 EFL1 FOCAD GATA6 GCK GLIS3 HNF1A HNF1B HNF4A INS KCNJ11 KLF11 NEUROD1 PAX4 PDX1 PTF1A RFX6 SBDS SLC29A3 SRP54 STAT3 HP_PANCREATIC_ISLET_CELL_ADENOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PANCREATIC_ISLET_CELL_ADENOMA CCND1 CDKN1A CDKN1B CDKN2B CDKN2C KCNJ11 MAFA MEN1 VHL HP_PANCREATIC_ISLET_CELL_HYPERPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PANCREATIC_ISLET_CELL_HYPERPLASIA ABCC8 DIS3L2 FAH GCGR GPC3 GPC4 HNF4A INSR KCNJ11 LBR SLC16A1 UCP2 HP_PANCREATIC_PSEUDOCYST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PANCREATIC_PSEUDOCYST CFTR CTRC PRSS1 PRSS2 SPINK1 HP_PANCREATITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PANCREATITIS ABCB4 ACTG2 AGPAT2 ALMS1 AP2S1 APOC2 APOE ATP8B1 BCKDHA BCKDHB BSCL2 C4A CASR CAV1 CBS CCDC47 CCR1 CDC73 CFTR CIDEC CPA1 CTLA4 CTRC CYBC1 DBT ERAP1 FAS FCGR2A FLI1 G6PC1 GCGR GK GNA11 GNAS GPIHBP1 GPR35 HLA-B HLA-DPA1 HLA-DPB1 HMGCL IFNGR1 IFT172 IKZF1 IL10 IL12A IL12A-AS1 IL23R KLRC4 LMF1 LMNA LPL MEFV MMUT MST1 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW NADK2 NDUFS3 NFS1 NSMCE2 PCCA PCCB PDE11A PNPLA2 PPARG PRSS1 PRSS2 PRTN3 PTPN22 RNU7-1 SEMA4D SLC25A13 SLC37A4 SLC7A7 SMARCAL1 SPINK1 STAT4 STUB1 TCF4 TGFB1 TKFC TLR4 UBAC2 UQCRH XPNPEP3 HP_PANCYTOPENIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PANCYTOPENIA ACD ACP5 ADA2 ALPK1 AMN ANAPC1 ASXL1 ATR BACH2 BCOR CA2 CALR CBL CD27 CIITA CLPB COG6 COQ2 CUBN DCLRE1B DHFR DKC1 DNAJC21 DNASE2 DPP9 DUT EFL1 ELANE FANCA FANCB FANCC FANCD2 FANCE FARSB FIP1L1 GATA2 GBA1 GFI1 GNAS HAVCR2 HLA-DRB1 HOXA11 IFIH1 IFNG IKZF1 IRF2BP2 ITCH ITK IVD JAK2 KRAS LIG4 LMBRD1 LRBA LYST MAN2B1 MMAA MMAB MPL MRPS7 MTHFD1 MTRR NABP1 NAXD NBN NHP2 NLRC4 NOP10 NPM1 NRAS NUMA1 OSTM1 PALB2 PCCA PCCB PIGA PML PRF1 PRKAR1A PSTPIP1 PTPRC RAB27A RAC2 RARA RECQL4 RFX5 RFXANK RFXAP RNASEH2A RPA1 RUNX1 SAMD9 SAMD9L SARS2 SBDS SCARB2 SF3B1 SH2D1A SLC46A1 SLX4 SMARCAL1 SP110 SRP19 SRP54 SRP72 SRSF2 STAT3 STAT5B STN1 TALDO1 TBL1XR1 TCF3 TCIRG1 TCN2 TERC TERT TET2 TINF2 TNFRSF4 TNFRSF9 TNFSF11 UBE2T WRAP53 XIAP XRCC4 ZBTB16 ZNF699 HP_PANHYPOGAMMAGLOBULINEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PANHYPOGAMMAGLOBULINEMIA AARS1 BTK CARS1 CIITA DCLRE1C ERCC2 ERCC3 GTF2E2 GTF2H5 IGHM IL21R JAK3 MPLKIP PIK3R1 RAG1 RAG2 RFX5 RFXANK RFXAP RNF113A SKIC2 SKIC3 SP110 TARS1 ZAP70 HP_PANHYPOPITUITARISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PANHYPOPITUITARISM CDON DISP1 DLL1 FGF8 FGFR1 FOXH1 GAS1 GLI2 GLI3 GRM7 HESX1 KATNIP LHX3 LHX4 MADD NODAL PLCH1 POU1F1 PROP1 PTCH1 RNF113A SHH SIX3 SMC1A SOX3 STAG2 STIL SUFU TDGF1 TGIF1 ZIC2 HP_PANIC_ATTACK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PANIC_ATTACK ATRX BRAF CDH23 CDKL5 CDKN2A CIZ1 CREBBP CTNNB1 DLST DNAJC6 DNMT3A DRD2 EP300 EPAS1 FH GABBR2 HTRA2 KCNN2 KCTD17 KIF1B LRRK2 MAX MDH2 MECP2 NF1 NR3C1 NTNG1 PARK7 PINK1 PODXL PRKAR1A PRKN RET SDHA SDHAF2 SDHB SDHC SDHD SGCE SLC25A11 SMC1A SNCA SPART SPECC1L SYNJ1 TERT TMEM127 TOR1A TP53 UCHL1 USP48 USP8 VHL VPS13C ZNRF3 HP_PANNICULITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PANNICULITIS ADA2 ADAR CASP10 FAS FASLG G6PC3 HAVCR2 IFIH1 IKBKG KIF11 LCK LSM11 MEFV MYSM1 OTULIN PRKCD PSMB4 PSMB8 PSMB9 PSMG2 RASGRP1 RNASEH2A RNASEH2B RNASEH2C RNU7-1 SAMHD1 TREX1 HP_PAPILLARY_CYSTADENOMA_OF_THE_EPIDIDYMIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PAPILLARY_CYSTADENOMA_OF_THE_EPIDIDYMIS CCND1 CREBBP EP300 HNF1B VHL HP_PAPILLARY_RENAL_CELL_CARCINOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PAPILLARY_RENAL_CELL_CARCINOMA CDC73 FH FOXE1 HABP2 LMNA MET MINPP1 PRCC HP_PAPILLARY_THYROID_CARCINOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PAPILLARY_THYROID_CARCINOMA APC ARID1A ARID1B ARID2 DICER1 DPF2 FOXE1 HABP2 HRAS JAG1 MINPP1 NKX2-1 NRAS PDE11A PRKAR1A SEC23B SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SOX11 SOX4 SRGAP1 HP_PAPILLEDEMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PAPILLEDEMA AKT1 APC BAP1 BRAF CCND1 CTNNB1 FAM111A GBA1 IDS IFT172 IL11RA MMP14 MMP2 NF2 NLRP3 PDGFB PIK3CA SLC4A2 SMARCB1 SMARCE1 SMO SOST SUFU TERT TP53 TRAF7 UQCRFS1 VHL HP_PAPILLOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PAPILLOMA AKT1 ATP2A2 BLNK CARMIL2 CD4 CD79A CD79B CIB1 CXCR4 DCLRE1C DDB2 DOCK8 ECM1 ERCC2 ERCC3 ERCC4 ERCC5 FCN3 FLT4 GATA2 HRAS IGHM IGLL1 IKBKG IL7 IVNS1ABP KLLN LRRC8A MSH3 NRAS PIK3CA PIK3R1 PORCN PTEN RHOH SASH3 SDHB SDHC SDHD SEC23B SLC39A7 SPI1 STK4 TCF3 TMC6 TMC8 TP53 TPP2 USF3 XPA XPC HP_PAPULE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PAPULE AAGAB ABCC6 AEBP1 AKT1 ANTXR2 AQP5 ATP2A2 BRAF C4A CARD14 CCR1 CFTR CIB1 CLEC7A COL14A1 COL1A1 COL5A1 COL5A2 COL7A1 CSTA CTLA4 CYLD DCLRE1C ECM1 EGFR ELOVL4 ERAP1 ERCC4 FAS FLCN FLNA GGCX GJB2 GJB6 GLMN GNAQ GNAS HAVCR2 HLA-B HLA-DPA1 HLA-DPB1 IDH1 IFNGR1 IL10 IL12A IL12A-AS1 IL17F IL17RA IL17RC IL23R IL6ST IL7 KIT KLLN KLRC4 KRT1 KRT14 KRT5 LDHA LMNA LPIN2 LRP1 MBTPS2 MEFV MVK NAGA NF1 NLRP3 NOD2 PEPD PIGA PIK3CA PLEC POFUT1 POGLUT1 PRTN3 PSENEN PTEN PTPN22 SDHB SDHC SDHD SEC23B SLC17A9 STAT3 STAT4 SUFU TGM5 TLR4 TMC6 TMC8 TRAF3IP2 UBAC2 USF3 XPA XYLT1 XYLT2 ZMPSTE24 HP_PARACENTRAL_SCOTOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PARACENTRAL_SCOTOMA ACO2 CFH CFI CYP4V2 EFEMP1 HKDC1 RLBP1 HP_PARADOXICAL_INCREASED_CORTISOL_SECRETION_ON_DEXAMETHASONE_SUPPRESSION_TEST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PARADOXICAL_INCREASED_CORTISOL_SECRETION_ON_DEXAMETHASONE_SUPPRESSION_TEST ARMC5 ATRX BRAF CDH23 CDKN2A CTNNB1 GNAS NR3C1 PDE11A PRKAR1A TERT TP53 USP48 USP8 ZNRF3 HP_PARAKERATOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PARAKERATOSIS ATP2A2 CARD14 CDSN CLDN1 CYP4F22 DSP ELOVL1 ERCC6 FLG2 GLS IL36RN KRT10 KRT13 KRT5 KRT74 LDHA LORICRIN MBTPS2 MVD MVK NIPAL4 NLRP1 NSDHL PERP PIK3CA PMVK POMP RHBDF2 SPINK5 TGM1 TRPM4 TRPV3 HP_PARALYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PARALYSIS ABCB6 ACTB ADCY6 ADGRG1 ALAD ALDH18A1 ALOX12B ALOXE3 ALS2 ANG ANXA11 ATP1A2 ATXN2 ATXN3 B4GALNT1 BAG3 BCHE CA2 CACNA1A CACNA1S CAMK2B CCNF CD59 CDH23 CFAP410 CHCHD10 CHMP2B CLCN7 CLCNKB CNTNAP1 COL4A1 CPOX CYP27A1 DAO DCTN1 DKK1 DLST DNMT3A DST EEF2 ELN EMD EPAS1 EPHA4 ERBB4 FAH FGFR1 FH FHL1 FIG4 FUS GAA GABRA3 GBA1 GDAP1 GIPC1 GLE1 GLT8D1 GM2A HAAO HK1 HMBS HNRNPA1 HSPB1 HSPB8 HTRA1 IGHMBP2 JAG1 KCNE3 KCNJ18 KCNJ2 KCNJ5 KIF1B KRAS LMNA LMNB1 LONP1 LRP12 MATR3 MAX MDH2 MEGF10 MFN2 MLXIPL MORC2 MTRFR MYCN MYH14 NEFH NEK1 NF1 NFU1 NONO NOTCH2NLC NOTCH3 NUS1 OPTN PDCD10 PFN1 PI4KA PMP22 POLA1 POLG PON1 PON2 PON3 PPARGC1A PPOX PRPH PRRT2 PRX RARS1 REEP1 RET RILPL1 SBF2 SCN1A SCN4A SDHA SDHAF2 SDHB SDHC SDHD SEC31A SETBP1 SH3TC2 SLC12A3 SLC25A11 SLC25A19 SLC2A1 SLC52A3 SLC5A7 SOD1 SQSTM1 SRPX2 SYNE1 SYNE2 TAF15 TARDBP TBK1 TCIRG1 TGM6 TMEM127 TMEM43 TNFSF11 TNNC2 TPI1 TRAPPC12 TREM2 TRIM2 TRPM7 TRPV4 UBQLN2 UNC13A VAPB VCP VHL ZFYVE26 ZNF699 HP_PARANOIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PARANOIA ATRX BRAF CDH23 CPOX DGCR2 DGCR6 DGCR8 ECM1 ESS2 FMO3 HMBS IMPA1 NR3C1 PLA2G6 PPOX PRDM8 SNCA TBP TBX1 TIMM8A TP53 USP48 USP8 VPS13A HP_PARAPARESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PARAPARESIS ABCD1 ADAR ADGRG1 AFG3L2 AIMP1 ALDH3A2 AP5Z1 ARG1 ASAH1 ATP13A2 ATP5F1A ATP6AP2 BCOR BTD C9orf72 CCDC88C CHCHD10 CLTC COASY CPT1C CYP27A1 EDNRB FA2H FAR1 FUS GALC GAMT GBA1 GFAP GJA1 GJB1 GJC2 GOT2 IDUA IFIH1 LSM11 MAG MED13L MICOS13 MTHFR MTPAP MTRFR NF1 OPA3 PEX16 PI4KA PLP1 PNP POLG POLR3GL PPP1R15B PRPS1 PRUNE1 RNASEH2A RNASEH2B RNASEH2C RNU7-1 SAMHD1 SDHA SDHAF1 SDHB SDHD SELENOI SLC19A3 SLC25A15 SLC30A10 SOX10 SP110 SPART SPG11 SPG21 SPG7 SQSTM1 SRPX2 TARDBP TBCE TBK1 TNFRSF11A TREX1 TRMT10A TTC19 TTR VCP WDR45 HP_PARAPLEGIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PARAPLEGIA ABCA12 ABCD1 ABHD16A AIFM1 ALDH18A1 ALS2 AMFR AMPD2 ANOS1 AP4B1 AP4E1 AP4M1 AP4S1 AP5Z1 ARL6IP1 ARSI ATL1 ATP13A2 ATP5F1A ATP5F1D ATP5F1E ATP5MC3 ATP5MK ATPAF1 ATPAF2 ATRX B3GALT6 B4GALNT1 BSCL2 C19orf12 CACNA1D CAPN1 CCDC141 CCT5 CHD7 CKAP2L CPT1C CYP2U1 CYP7B1 DCC DDHD1 DDHD2 DNM1L DSTYK DUSP6 ELOVL1 ENTPD1 ERLIN2 FA2H FARS2 FEZF1 FGF17 FGF8 FGFR1 FLRT1 FLRT3 GAN GBA1 GBA2 GBE1 GIPC1 GJC2 GPT2 HACE1 HESX1 HPDL HS6ST1 HSPD1 IBA57 IL17RD INTS8 KDM5C KIDINS220 KIF1A KIF5A KLC2 KPNA3 KY L1CAM LAMB1 LRP12 LYST MAG MAN2B1 MARS1 MECP2 MT-ATP6 MT-ATP8 MTRFR NAGS NDNF NIPA1 NOTCH2NLC NT5C2 OPA1 PAH PAX3 PDHX PEX3 PGAP1 PI4KA PLP1 PNPLA6 PROK2 PROKR2 RAB3GAP2 RASA1 REEP1 REEP2 RILPL1 RNASEH2B RNF170 RNF220 RTN2 SAMD9 SELENOI SEMA3A SETX SLC16A2 SLC25A15 SLC2A1 SLC33A1 SOX10 SP110 SPART SPAST SPG11 SPG21 SPG7 SPRY4 STXBP1 TACR3 TECPR2 TFG TOE1 TTR UBAP1 UCHL1 USP8 VAMP1 VCP VPS37A WASHC5 WDR11 WDR45B WDR48 ZFR ZFYVE26 ZFYVE27 HP_PARAPLEGIA_PARAPARESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PARAPLEGIA_PARAPARESIS AARS1 ABCA12 ABCD1 ABHD16A ADAR ADGRG1 AFG3L2 AIFM1 AIMP1 ALDH18A1 ALDH3A2 ALS2 AMFR AMPD2 ANOS1 AP4B1 AP4E1 AP4M1 AP4S1 AP5Z1 ARG1 ARL6IP1 ARSI ASAH1 ATL1 ATP13A2 ATP5F1A ATP5F1D ATP5F1E ATP5MC3 ATP5MK ATP6AP2 ATPAF1 ATPAF2 ATRX B3GALT6 B4GALNT1 BCOR BSCL2 BTD C19orf12 C9orf72 CACNA1D CAPN1 CARS1 CCDC141 CCDC88C CCT5 CHCHD10 CHD7 CKAP2L CLTC COASY CPT1C CYP27A1 CYP2U1 CYP7B1 DCC DDHD1 DDHD2 DNM1L DSTYK DUSP6 EDNRB ELOVL1 ENTPD1 ERCC2 ERCC3 ERLIN2 FA2H FAR1 FARS2 FEZF1 FGF17 FGF8 FGFR1 FLRT1 FLRT3 FUS GALC GAMT GAN GBA1 GBA2 GBE1 GFAP GIPC1 GJA1 GJB1 GJC2 GOT2 GPT2 GTF2E2 GTF2H5 HACE1 HESX1 HPDL HS6ST1 HSPD1 IBA57 IDUA IFIH1 IL17RD INTS8 KDM5C KIDINS220 KIF1A KIF5A KLC2 KPNA3 KY L1CAM LAMB1 LRP12 LSM11 LYST MAG MAN2B1 MARS1 MECP2 MED13L MICOS13 MPLKIP MT-ATP6 MT-ATP8 MTHFR MTPAP MTRFR NAGS NDNF NF1 NIPA1 NOTCH2NLC NT5C2 OPA1 OPA3 PAH PAX3 PDHX PEX16 PEX3 PGAP1 PI4KA PLP1 PNP PNPLA6 POLG POLR3GL PPP1R15B PROK2 PROKR2 PRPS1 PRUNE1 RAB3GAP2 RASA1 REEP1 REEP2 RILPL1 RNASEH2A RNASEH2B RNASEH2C RNF113A RNF170 RNF220 RNU7-1 RTN2 SAMD9 SAMHD1 SDHA SDHAF1 SDHB SDHD SELENOI SEMA3A SETX SLC16A2 SLC19A3 SLC25A15 SLC2A1 SLC30A10 SLC33A1 SOX10 SP110 SPART SPAST SPG11 SPG21 SPG7 SPRY4 SQSTM1 SRPX2 STXBP1 TACR3 TARDBP TARS1 TBCE TBK1 TECPR2 TFG TNFRSF11A TOE1 TREX1 TRMT10A TTC19 TTR UBAP1 UCHL1 USP8 VAMP1 VCP VPS37A WASHC5 WDR11 WDR45 WDR45B WDR48 ZFR ZFYVE26 ZFYVE27 HP_PARASOMNIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PARASOMNIA CABP4 CHRNA2 CHRNA4 CHRNB2 CRH DEPDC5 KCNT1 MAGEL2 MTFMT SIM1 SLC25A13 SMO TFAP2B HP_PARATHYROID_ADENOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PARATHYROID_ADENOMA CASR CDC73 CDKN1B CLCNKB FLCN GCM2 IDH1 IDH2 IFNG MEN1 NF1 RET SLC12A3 TSC1 TSC2 HP_PARATHYROID_CARCINOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PARATHYROID_CARCINOMA CDC73 CDKN1A CDKN1B CDKN2B CDKN2C GCM2 MEN1 HP_PARATHYROID_HYPERPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PARATHYROID_HYPERPLASIA CDKN1A CDKN1B CDKN2B CDKN2C IFNG KL MEN1 RET TSC1 TSC2 HP_PARESIS_OF_EXTENSOR_MUSCLES_OF_THE_BIG_TOE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PARESIS_OF_EXTENSOR_MUSCLES_OF_THE_BIG_TOE GCH1 HSPB1 HSPB8 IMPDH2 MFN2 NR4A2 HP_PARESTHESIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PARESTHESIA AIP ALAD APP ATL1 ATP1A2 ATXN1 BMPR1A C4A CACNA1A CALR CASR CBLIF CCND1 CCR1 CLCNKB COMP COQ6 CTDP1 CUBN DEPDC5 EPCAM ERAP1 FAN1 FAS GABRG2 GALC GATA1 GBE1 GLA GNA11 GNA14 GNAS GPR101 GRIN2A HEXB HINT1 HLA-B HLA-DQB1 HLA-DRB1 HMBS HPDL IFNGR1 IL10 IL12A IL12A-AS1 IL23R IL6ST JAK2 KCNJ1 KIF5A KLRC4 KRAS KRT14 KRT5 LIFR LIG3 LITAF LMX1B LZTR1 MEFV MEN1 MFN2 MLH1 MLH3 MPL MSH2 MSH6 MTHFR NAGA NAGLU NEFL NF2 NPRL2 NPRL3 OPA3 P4HA2 PDCD1 PIK3CA PMP22 PMS1 PMS2 POLG PRNP PRRT2 PTPN22 RPS20 RRM2B SBF2 SCN1A SCN4A SCN9A SCYL1 SEMA4A SEPTIN9 SERPING1 SH2B3 SLC12A1 SLC12A3 SLC19A2 SLC26A2 SLC2A1 SMARCB1 SPTLC2 SRPX2 STAT4 STX16 TET2 TGFBR2 THPO TK2 TLR4 TNFRSF1A TP53 TRAPPC2 TRIM32 TYMP UBAC2 UROD UROS VCP VWA1 YY1 HP_PARIETAL_BOSSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PARIETAL_BOSSING FGFR3 FIG4 KRAS MPDU1 POLR3A PTCH1 PTPN11 RUNX2 HP_PARIETAL_CORTICAL_ATROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PARIETAL_CORTICAL_ATROPHY MAGEL2 NDN OCA2 SACS SCYL2 SNRPN STUB1 TMEM147 HP_PARIETAL_FORAMINA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PARIETAL_FORAMINA ALX4 CREBBP EP300 EXT2 FGFR2 MSX2 PHF21A PPM1D RNU12 RPS19 TWIST1 ZIC1 ZSWIM6 HP_PARKINSONISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PARKINSONISM ABCA7 ADH1C AFG3L2 ALS2 AOPEP AP5Z1 APOE APP ATN1 ATP13A2 ATP1A3 ATP6AP2 ATP7B ATXN2 ATXN3 ATXN8OS C19orf12 C9orf72 CAT CHCHD10 CHCHD2 CHMP2B CLN3 COASY COQ2 CP CSF1R CYP27A1 DCTN1 DNAJC12 DNAJC13 DNAJC5 DNAJC6 EIF2AK2 EIF4G1 FBXO7 FMR1 FTL FUS GABRA1 GABRG2 GBA1 GCH1 GIGYF2 GLUD2 GRN HTRA2 IMPDH2 JAM2 JPH3 KCNN2 KIF5A LRRK2 LYST MAPT MECP2 MPO MT-TT MYORG NOS3 NOTCH3 NR4A2 PANK2 PARK7 PCBD1 PCDH19 PDE10A PDGFB PDGFRB PINK1 PLA2G6 PLAU POLG PPP2R2B PRKAR1B PRKN PRKRA PRNP PSAP PSEN1 PSEN2 PTS RAB39B SCN1A SCN1B SCN2A SCN9A SIGMAR1 SLC18A2 SLC20A2 SLC30A10 SLC39A14 SLC6A3 SNCA SNCAIP SNCB SORL1 SPG11 SPTLC1 SQSTM1 STUB1 SYNJ1 TAF1 TARDBP TBK1 TBP TH TK2 TMEM106B TMEM240 TNR TOMM40 TREM2 TRPM7 TSPOAP1 TWNK UBTF UCHL1 UQCRC1 VCP VPS13A VPS13C VPS35 WARS2 WDR45 XPR1 HP_PARKINSONISM_WITH_FAVORABLE_RESPONSE_TO_DOPAMINERGIC_MEDICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PARKINSONISM_WITH_FAVORABLE_RESPONSE_TO_DOPAMINERGIC_MEDICATION ATP13A2 ATP7B CHCHD2 DNAJC13 EIF4G1 FBXO7 GBA1 GCH1 GIGYF2 HTRA2 LRRK2 MAPT PARK7 PDE10A PLA2G6 POLG PSAP RAB39B SNCA TAF1 TH TK2 UCHL1 UQCRC1 VPS35 HP_PARONYCHIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PARONYCHIA ADAM17 BLM CEBPE IL6ST KIF1A KRT16 KRT17 KRT6A KRT6B LAMA3 LAMB3 LAMC2 RETREG1 SCN9A SLC39A4 STAT3 WNK1 HP_PAROXYSMAL_ATRIAL_FIBRILLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PAROXYSMAL_ATRIAL_FIBRILLATION ABCC9 CASQ2 CSRP3 GJA5 GNB2 HCN4 KCNA5 KCNE2 KCNH2 KCNJ2 KCNQ1 LMNA LRP12 MYL4 PLN PRKAG2 RYR2 SCN1B SCN2B SCN3B SCN5A TBX5 TRDN HP_PAROXYSMAL_BURSTS_OF_LAUGHTER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PAROXYSMAL_BURSTS_OF_LAUGHTER ATRX GLI3 GRIK2 HSD17B10 MBD5 NTNG2 SNRPN TELO2 UBE3A WDR4 HP_PAROXYSMAL_DYSKINESIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PAROXYSMAL_DYSKINESIA ADCY5 ATP1A2 ATP1A3 CACNA1A GRIN1 KCNMA1 MECR PDE2A PNKD PRRT2 SCN8A SH2B1 SLC1A3 SLC2A1 HP_PAROXYSMAL_DYSTONIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PAROXYSMAL_DYSTONIA CABP4 CHRNA2 CHRNA4 CHRNB2 CRH DEPDC5 DLAT FARS2 KCNT1 PNKD PRDM13 PRRT2 RHOBTB2 SEPSECS SLC2A1 TBC1D24 TSEN15 TSEN2 TSEN34 TSEN54 HP_PAROXYSMAL_INVOLUNTARY_EYE_MOVEMENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PAROXYSMAL_INVOLUNTARY_EYE_MOVEMENTS ABCA4 CNGB3 ELOVL4 FOXRED1 MT-ND1 MT-ND2 MT-ND3 NDUFA1 NDUFA11 NDUFA6 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB9 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NKX6-2 NUBPL PROM1 PRPH2 PSAT1 SLC2A1 SLC35A2 TIMMDC1 TMEM126B HP_PAROXYSMAL_VENTRICULAR_TACHYCARDIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PAROXYSMAL_VENTRICULAR_TACHYCARDIA ABCC9 AKAP9 CACNA1C CACNA2D1 CACNB2 GNAI2 GPD1L GYG1 HCN4 JUP KCND3 KCNE3 KCNE5 KCNJ8 LMOD2 PKP2 RANGRF SCN10A SCN1B SCN2B SCN3B SCN5A SCNN1A SEMA3A SLMAP TECRL TRPM4 HP_PARTIAL_ABSENCE_OF_CEREBELLAR_VERMIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PARTIAL_ABSENCE_OF_CEREBELLAR_VERMIS OPHN1 PACS1 PIGN PLCH1 POMT2 HP_PARTIAL_ABSENCE_OF_SPECIFIC_ANTIBODY_RESPONSE_TO_TETANUS_VACCINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PARTIAL_ABSENCE_OF_SPECIFIC_ANTIBODY_RESPONSE_TO_TETANUS_VACCINE CD70 CTPS1 REL RIPK1 TCF3 HP_PARTIAL_ABSENCE_OF_SPECIFIC_ANTIBODY_RESPONSE_TO_UNCONJUGATED_PNEUMOCOCCUS_VACCINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PARTIAL_ABSENCE_OF_SPECIFIC_ANTIBODY_RESPONSE_TO_UNCONJUGATED_PNEUMOCOCCUS_VACCINE CD19 CR2 ICOS SASH3 TNFRSF13B TNFRSF13C HP_PARTIAL_ABSENCE_OF_THUMB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PARTIAL_ABSENCE_OF_THUMB FANCD2 FGFR2 FIG4 LMBR1 SHH TRIO VAC14 XRCC2 HP_PARTIAL_AGENESIS_OF_THE_CORPUS_CALLOSUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PARTIAL_AGENESIS_OF_THE_CORPUS_CALLOSUM AARS1 AMER1 ARID1B C2CD3 CARS1 CDC40 CDK5RAP2 CENPE CLCN3 CRPPA DDX3X DHCR24 DHCR7 ERCC2 ERCC3 FRA10AC1 FRMD4A GLI2 GPSM2 GTF2E2 GTF2H5 HECTD4 KAT5 KATNB1 KDM5B KIDINS220 L1CAM LONP1 LRP2 LRPPRC LRRC32 MAN2C1 MDH1 MED12 MPLKIP MRPS25 NSD1 OSTM1 PDHA1 PDHX PLCH1 PLK4 PTCH1 RNF113A RNU4ATAC ROBO1 SLC25A19 SUPT16H TARS1 TCF12 TMEM260 TNR TRAPPC12 TUBA1A TUBB TUBB2B TUBB3 WDR4 HP_PARTIAL_ALBINISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PARTIAL_ALBINISM KIT LAMTOR2 MITF MLPH MYO5A PAX3 RAB27A TYRP1 HP_PARTIAL_ANOMALOUS_PULMONARY_VENOUS_RETURN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PARTIAL_ANOMALOUS_PULMONARY_VENOUS_RETURN CIROP FOXF1 GATA1 MED12 MYRF NODAL SMAD2 SMC1A TMEM260 WT1 HP_PARTIAL_DUPLICATION_OF_THE_DISTAL_PHALANGES_OF_THE_HAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PARTIAL_DUPLICATION_OF_THE_DISTAL_PHALANGES_OF_THE_HAND CANT1 FGFR2 KIF7 PAH PPP2R3C TWIST1 HP_PARTIAL_DUPLICATION_OF_THE_PHALANX_OF_HAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PARTIAL_DUPLICATION_OF_THE_PHALANX_OF_HAND ADA2 CANT1 CHSY1 DACT1 DVL1 FANCD2 FGF10 FGFR2 GATA1 GLI1 HEATR3 INTU KIF7 NUP107 PAH PPP2R3C RNU4ATAC RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 SALL1 SF3B2 TBX5 TSR2 TWIST1 HP_PAST_MEDICAL_HISTORY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PAST_MEDICAL_HISTORY ABCC8 ARNT2 CDON CLCNKB COL2A1 CTRC DISP1 DLL1 FCGR3B FGF8 FGFR1 FOXH1 FUZ GAS1 GJA1 GLI2 HESX1 HNF1A HYMAI KCNJ11 MTHFR NAA10 NKX2-5 NODAL NUAK2 OTX2 PAH PLAGL1 PPARG PROKR2 PTCH1 SHH SIX3 SLC12A3 SOX2 SOX3 SPINK1 SUFU TDGF1 TGIF1 VANGL1 VANGL2 ZFP57 ZIC2 HP_PATCHY_ALOPECIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PATCHY_ALOPECIA BLM COL17A1 DSG4 EBP ECM1 EXOSC2 HR HRAS IKBKG IL2RA ITGB4 KCTD1 KDM5C KRT81 KRT83 KRT86 LAMB3 LMNA NECTIN4 PADI3 PORCN TGM3 TP63 TRAC ZMPSTE24 HP_PATCHY_CHANGES_OF_BONE_MINERAL_DENSITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PATCHY_CHANGES_OF_BONE_MINERAL_DENSITY GJA1 LBR MTAP SQSTM1 TBCE HP_PATCHY_HYPOPIGMENTATION_OF_HAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PATCHY_HYPOPIGMENTATION_OF_HAIR CHN1 EDN3 EDNRB FAS HRAS KIT KITLG LMNA MAFB MITF PAX3 PEPD PTPN22 SALL4 SNAI2 SOX10 TERT TFAP2A TMCO1 TYR WRN HP_PATCHY_PALMOPLANTAR_HYPERKERATOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PATCHY_PALMOPLANTAR_HYPERKERATOSIS DSP GJA1 GJB3 GJB4 KDSR TRPV3 HP_PATELLAR_APLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PATELLAR_APLASIA ANAPC1 BHLHA9 CDC45 CDC6 CDT1 CHRNG DONSON ESCO2 GMNN KAT6B LMBR1 LMX1B ORC1 ORC4 ORC6 RBM8A RECQL4 SHH SHOX STXBP1 TBX4 WNT7A HP_PATELLAR_DISLOCATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PATELLAR_DISLOCATION ARF1 ARFGEF2 ARVCF BAZ1B BCL7B BPNT2 BUD23 CANT1 CHST11 CLIP2 COL1A1 COL5A1 COL5A2 COMT CREBBP CSGALNACT1 DNAJC30 EBP EIF4H ELN EP300 ERMARD EXOC6B FBN2 FKBP6 FLNA FLNB FZD2 GDF5 GP1BB GTF2I GTF2IRD1 GTF2IRD2 HIRA JMJD1C KAT6B LIMK1 LMX1B MAB21L2 MAP1B METTL27 MLXIPL NCF1 NEDD4L NOTCH2 OCRL PIEZO2 PKDCC PLOD1 PRKACB RBM8A RFC2 RNU4ATAC RREB1 RYR1 SEC24C SLC26A2 STX1A STXBP1 TBL2 TBX1 TBX4 TMEM270 TMTC3 UFD1 VPS37D XYLT1 YY1 HP_PATELLAR_HYPOPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PATELLAR_HYPOPLASIA ANAPC1 DONSON GJB2 GJB6 LMX1B ORC6 PITX1 PRMT7 RECQL4 SOX9 STXBP1 TBX4 UBR7 ZSWIM6 HP_PATELLAR_SUBLUXATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PATELLAR_SUBLUXATION COL12A1 DNMT3A FBN2 TBC1D7 USP9X YY1 HP_PATENT_DUCTUS_ARTERIOSUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PATENT_DUCTUS_ARTERIOSUS ABCC9 ABCD4 ACSL4 ACTA2 ACTB ADAMTS10 ADAT3 AFF4 AGGF1 AGO2 ALB ALG12 ALG8 AMER1 AMMECR1 ANK1 ANKS6 APC2 ARF1 ARFGEF2 ARID1A ARID1B ARID2 ARL6IP6 ARSL ARVCF ARX ASCC1 ASXL2 B3GLCT BAZ1B BCL7B BCOR BMPR1A BPTF BRAF BRCA1 BRCA2 BRIP1 BUD23 C2CD3 CACNA1C CADM3 CALM3 CASZ1 CCDC22 CCDC47 CD96 CDC42 CDC42BPB CEP120 CHD4 CHD7 CHRM3 CIROP CLIP2 COA6 COG6 COL18A1 COMT COQ4 CREBBP CSGALNACT1 CTCF CTU2 CUX1 DACT1 DDX3X DHCR24 DHCR7 DMPK DNAH9 DNAJC30 DNMT3A DPF2 DPM1 DTNA DVL3 DYNC2LI1 DYRK1A ECE1 EED EIF4H ELN EOGT EP300 ERCC4 ERMARD ESCO2 EXT2 EZH2 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FBN1 FBN2 FGF10 FGFR2 FGFR3 FKBP14 FKBP6 FLNA FOCAD FOXC1 FOXC2 FOXE3 FOXF1 FOXP2 FRA10AC1 FTO FUT8 G6PC3 GABRD GATA1 GATA4 GATA6 GJA1 GJA5 GJA8 GLB1 GLI3 GLYCTK GNA11 GP1BB GPC3 GPC4 GTF2I GTF2IRD1 GTF2IRD2 HACD1 HDAC4 HEY2 HIRA HPGD HSPG2 HTRA2 HYMAI IFT27 IGBP1 IGF2 IPO8 JMJD1C KANSL1 KAT6A KAT6B KAT8 KCNAB2 KCNE5 KCNH1 KCNJ8 KCNN3 KMT2A KMT2B KRAS KYNU LARS2 LIMK1 LMBRD1 LMNA LMX1B LOX LUZP1 LZTR1 MAD2L2 MAF MAP1B MAP2K1 MAP3K7 MAPKAPK5 MASP1 MAT2A MCTP2 MED11 MED12 MEGF8 METTL27 MFAP5 MGAT2 MID1 MKKS MKS1 MLXIPL MMP23B MRPS16 MYCN MYH11 MYH7 MYLK MYOCD MYRF NAA10 NAA20 NADSYN1 NCAPG2 NCF1 NEDD4L NFIX NKX2-5 NKX2-6 NODAL NONO NOTCH2 NOTCH3 NPHP3 NSD1 OCLN PACS1 PAK2 PALB2 PCGF2 PCNT PDPN PEX1 PEX19 PHGDH PIGA PIGN PIGT PLAGL1 PLCB3 PLXND1 POGZ POLR1A POLR1B POLR1C POLR1D PORCN PPFIBP1 PPP1CB PRDM13 PRDM16 PRDM6 PRIM1 PRKCZ PRKG1 PSMD12 PTEN PTPN11 PUF60 RAB23 RAC1 RAD51 RAD51C RBM8A RBP4 RERE RFC2 RFWD3 RIT1 RPL11 RPL5 RPS26 RREB1 RSPRY1 SALL1 SALL4 SAMD9 SEC24C SEMA3E SETD2 SF3B2 SF3B4 SHANK3 SIK3 SIX6 SKI SKIC2 SKIC3 SLC25A24 SLC29A3 SLX4 SMAD2 SMAD3 SMAD4 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC3 SMC5 SNRPB SNRPN SNX14 SON SOX11 SOX2 SOX4 SPECC1L SPEN SSR4 STAG2 STRA6 STX1A STXBP1 SUCLG1 SUPT16H TALDO1 TBC1D24 TBL2 TBX1 TBX2 TBX4 TBX5 TCOF1 TFAP2B TGFB2 TGFB3 TGFBR1 TGFBR2 THOC6 THSD1 THSD4 TKT TMCO1 TMEM270 TMEM94 TMTC3 TP63 TRAF7 TRIO TRIP11 TRIP4 TRPV6 TRRAP TSFM TTC26 TWIST1 UBE2A UBE2T UBE4B UBR7 UFC1 UFD1 UMPS USP18 USP9X VPS33A VPS37D WAC WDPCP WDR35 WDR37 WLS WT1 XRCC2 YY1AP1 ZBTB7A ZEB2 ZIC3 ZMIZ1 ZMPSTE24 ZMYM2 ZNF148 ZNF699 HP_PATENT_DUCTUS_ARTERIOSUS_AFTER_BIRTH_AT_TERM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PATENT_DUCTUS_ARTERIOSUS_AFTER_BIRTH_AT_TERM BPTF CALM3 FOXP2 PSMD12 SON HP_PATENT_FORAMEN_OVALE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PATENT_FORAMEN_OVALE ACADVL AFF4 AGO2 ALG12 AMMECR1 ANAPC7 ASCC1 ATN1 ATP6V1E1 B3GAT3 BICRA CACNA1C CACNA1D CCNQ CDC42BPB CDK8 CHMP1A CHST3 CIROP COL11A1 CREBBP CSGALNACT1 DDX6 DNA2 DPF2 DSE DVL3 EP300 FANCI FBXW11 FIG4 FLCN FLNA FOCAD FOXF1 FRA10AC1 GATA1 GATA6 GNB5 GNPTAB HACD1 HSPA9 IGF1R IPO8 KATNB1 KDM1A KMT2D KRAS LMNB1 LTBP4 MAP3K7 MED11 MED12 MED13L MID1 MRPL3 MTX2 NAA10 NCAPG2 NDE1 NF1 NKX2-1 NKX2-5 NONO NOTCH1 OCLN PACS1 PHGDH PIGN PKDCC PLD1 POGZ PPP1CB PPP2R5D PRIM1 PRR12 RAC1 RAI1 RELN RERE RIPK4 RNU4ATAC ROBO1 RPL3L RSPRY1 SCUBE3 SDHD SETD1A SH3PXD2B SMAD6 SMG8 SNRPN STAG2 STAMBP STAT1 STK4 SUCLG1 TALDO1 TASP1 TBX20 TGFB3 THSD1 TKT TMEM147 TMEM94 TOM1 TRIP4 TRRAP TSFM TTC26 TWIST1 UBE2A UBR7 UFC1 VPS33A VPS33B WDR35 WDR37 WLS YY1 ZIC3 ZNF699 HP_PATHOLOGIC_FRACTURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PATHOLOGIC_FRACTURE AGA AGXT ALPL ASXL1 ATL1 ATL3 ATP7B B2M B3GALT6 BANF1 CBL CCND1 CHEK2 CTC1 EFEMP2 FBLN5 GBA1 GK GNAS GNPTAB HNRNPA1 HNRNPA2B1 IER3IP1 LIFR LRP5 LTBP1 MET MTAP NOTCH2 OCRL PLOD3 PTH1R RB1 RECQL4 RUNX1 SC5D SCARB2 SLC34A1 SLC34A3 SLC4A1 SLC4A2 SLC7A7 SMPD1 SPTLC1 SPTLC2 SRSF2 TCIRG1 TET2 TNFRSF11A TP53 TREM2 TYROBP UROS VCP HP_PECTORAL_MUSCLE_HYPOPLASIA_APLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PECTORAL_MUSCLE_HYPOPLASIA_APLASIA ALX1 ALX3 MYMK MYMX PLXND1 REV3L SALL4 TBX3 TBX5 HP_PECTUS_CARINATUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PECTUS_CARINATUM ACP5 ACTB AGA AGRN AP1G1 ARL3 ARSB ASH1L ATAD3A ATP2B1 ATP7A B3GALT6 B3GAT3 B4GALT7 BGN BMP1 BMP2 BRAF CBL CBS CHAT CHRM3 CHST3 COG4 COL11A2 COL13A1 COL2A1 CSF1R DDR2 DVL1 DVL3 DYM EVC EVC2 FAM149B1 FBN1 FBN2 FGFR2 FKBP10 FLNB FN1 FZD2 G6PC3 GALNS GLB1 GNPTG GORAB GPC3 GPC4 GTPBP2 GUSB GZF1 HBA1 HBA2 HDAC4 HNRNPH1 HNRNPH2 HRAS HSPG2 HYOU1 IHH IL6ST INPP5K IPO8 KANSL1 KIF7 KRAS KRT5 LGI3 LZTR1 MAN1B1 MAN2B1 MAP2K1 MARS2 MBTPS1 MBTPS2 MED25 MEGF8 MFAP5 MME MRAS MYF5 MYH3 MYO9A NALCN NEK1 NEU1 NF1 NKAP NKX3-2 NOTCH2 NRAS NXN OBSL1 ORC1 PCGF2 PIEZO2 PIGS PLAA PLEKHM1 PLOD2 PPIB PPP1CB PPP1R21 PTF1A PTPN11 PYCR1 PYCR2 RAB33B RAB3GAP2 RAD21 RAF1 RASA2 RIT1 RMRP RNF135 ROR2 RPS6KA3 RRAS RRAS2 SIL1 SKI SLC12A2 SLC18A3 SLC25A1 SLC2A10 SLC37A4 SLC5A7 SMAD3 SMS SNAP25 SNX14 SOS1 SOS2 SOX5 SOX9 SP7 SPRED2 SYT2 TBCD TBX3 TBX6 TELO2 TGDS TGFB3 TGFBR1 TGFBR2 TNFRSF11A TNFRSF11B TNNT1 TOE1 TRIP11 TRPS1 TRPV4 UBTF UCHL1 UPF3B VAMP1 VPS33A VPS37A WNT5A WNT7A XYLT1 XYLT2 ZDHHC9 ZEB2 ZNF668 HP_PECTUS_EXCAVATUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PECTUS_EXCAVATUM ABL1 ACTA1 ACTB ADAMTSL2 ADGRG1 ADNP AEBP1 AKT1 ALDH18A1 AMER1 ANAPC7 AP1G1 APC2 ARID2 ASPH ASXL1 ATG7 ATP2B1 ATP6V0A2 ATP7A B3GALT6 B3GLCT BAZ1B BCL7B BCOR BCORL1 BICD2 BICRA BMP2 BRAF BRD4 BUD23 CA2 CBL CBS CCBE1 CCDC47 CD96 CDC42BPB CDH11 CFL2 CHRM3 CHRNG CHST11 CHST14 CLIP2 COG4 COL11A2 COL12A1 COL1A2 COL2A1 COL3A1 COL5A1 CREBBP CRTAP CSGALNACT1 CUL7 CUX1 DDR2 DHODH DICER1 DLK1 DNAJC30 DPF2 DVL1 DVL3 DYRK1A EFEMP2 EFNB1 EIF4H ELN EMD EP300 ERF EXTL3 FAM20C FARSB FBLN5 FBN1 FGD1 FGFR1 FGFR3 FHL1 FKBP6 FKTN FLNA FLNB FMR1 FZD2 GBA1 GDF11 GJA5 GJA8 GNB1 GNPTAB GPC3 GPC4 GTF2I GTF2IRD1 GTF2IRD2 GUSB HACD1 HDAC8 HES7 HNRNPK HPGD HS2ST1 HSD17B4 HSPG2 HUWE1 IFT122 IFT43 IFT52 IGBP1 IGF1R IHH INPPL1 INTS1 IPO8 IRX5 ITCH ITGA7 KANSL1 KAT6A KDELR2 KDM5C KDM6B KIF7 KLHL41 KLLN KMT2A KRAS LIG4 LIMK1 LMBRD2 LMNA LMOD3 LMX1B LOX LRP4 LTBP1 LTBP2 LZTR1 MAF MAN2B1 MAP2K1 MAP2K2 MAP3K20 MAP3K7 MAPRE2 MATN3 MBTPS2 MECP2 MED12 MEG3 MEGF10 MEGF8 MET METTL27 MFAP5 MGAT2 MLXIPL MRAS MSTO1 MTX2 MYF5 MYH3 MYL2 MYOD1 MYPN NAA10 NARS1 NCF1 NEB NEPRO NF1 NFIX NHLRC2 NIPBL NKAP NOG NOTCH3 NPR3 NRAS NSD1 NSUN2 NUP107 NXN OSGEP PACS1 PCGF2 PDHX PGAP2 PGAP3 PI4KA PIEZO1 PIEZO2 PIGL PIGO PIGQ PIGT PIGU PIGV PIGW PIGY PIK3CA PLOD1 PLXND1 POLR2A PPIB PPP1CB PPP1R15B PPP2R1A PQBP1 PROKR2 PRR12 PTCH1 PTEN PTPN11 PUF60 PYCR1 PYROXD1 RAB3GAP2 RAB5IF RAD21 RAF1 RASA2 RBM10 RET RFC2 RIN2 RIT1 ROR2 RPS6KA3 RRAS RRAS2 RTL1 SCARF2 SCN4A SDHB SDHC SDHD SEC23B SEC24D SELENON SETD2 SH3PXD2B SHOC2 SIK3 SKI SLC16A2 SLC2A10 SLC37A4 SLC9A6 SMAD3 SMC1A SMC3 SMS SOS1 SOS2 SOX10 SPECC1L SPRED1 SPRED2 SPRTN SRPX2 SRY STX1A SYNE1 SYNE2 TAF1 TBCD TBCK TBL2 TBX5 TCTN3 TELO2 TGDS TGFB3 TGFBR1 TGFBR2 THSD4 TMCO1 TMEM231 TMEM270 TMEM43 TMEM94 TPM2 TPM3 TRIO TRIP4 TRMT10A TRPM3 TUBB UPF3B USF3 VPS13B VPS33A VPS37D WBP11 WDR11 WDR19 WDR35 WNT5A XYLT1 ZBTB20 ZDHHC9 ZEB2 ZMIZ1 HP_PECTUS_EXCAVATUM_OF_INFERIOR_STERNUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PECTUS_EXCAVATUM_OF_INFERIOR_STERNUM BRAF MAP2K1 NF1 PTPN11 SOS1 HP_PEDAL_EDEMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PEDAL_EDEMA ACTC1 ALB ANGPT2 AP1S3 APC2 ATP7B ATRX BRAF CDH23 CITED2 COL2A1 EIF2AK4 EPHB4 FIBP FLT4 FN1 GATA4 GATA6 GBA1 GJC2 IKBKG IL36RN IRF4 KIF1A MAGEL2 MEFV MKKS MYD88 MYH6 NDN NFKBIA NKX2-5 NR3C1 NSD1 OCA2 PIEZO1 PLAA PRKAR1A RBM8A RNF13 SCARB2 SETD2 SNRPN TBX20 TGM1 TIE1 TLL1 TP53 USP48 USP8 VEGFC ZNHIT3 HP_PEG_SHAPED_MAXILLARY_LATERAL_INCISORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PEG_SHAPED_MAXILLARY_LATERAL_INCISORS ARHGAP29 ARHGEF38 AXIN2 BMP4 CDH1 COBLL1 DLG1 DLX4 EDA EDARADD FGF3 FGFR1 IRF6 KAT6A LRP6 MSX1 NECTIN1 NEK1 PAX9 PDGFRA RIC1 SUMO1 TGFA TP63 WNT10A WNT10B HP_PELVIC_GIRDLE_AMYOTROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PELVIC_GIRDLE_AMYOTROPHY CAPN3 GYG1 SMN1 SMN2 VCP HP_PELVIC_GIRDLE_MUSCLE_ATROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PELVIC_GIRDLE_MUSCLE_ATROPHY ANO5 LMNA SGCB TRIM32 VCP HP_PELVIC_GIRDLE_MUSCLE_WEAKNESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PELVIC_GIRDLE_MUSCLE_WEAKNESS ACTA1 AGRN AK9 ANO5 CHRNA1 CHRNB1 CHRND CHRNE COL13A1 CRYAB DGUOK DNA2 DNAJB6 DOK7 DPM3 DYSF FKRP FLNC GNE GYG1 HACD1 HNRNPDL ITGA7 LRP4 MAP3K20 MT-TE MUSK MYH7 MYL2 MYOT PHKA1 PHKB PLEC PNPLA2 RAPSN RYR1 SCN4A SELENON SGCB SMCHD1 SMN1 SMN2 TNNT1 TNPO3 TPM2 TPM3 TRIM32 TTN VCP HP_PELVIC_KIDNEY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PELVIC_KIDNEY BAZ1B BCL7B BUD23 CCNQ CLIP2 DDX6 DNAJC30 DYRK1A EIF4H ELN FANCD2 FANCF FGFR1 FKBP6 GNB2 GTF2I GTF2IRD1 GTF2IRD2 LIMK1 METTL27 MLXIPL NCF1 PUF60 RAD51 RFC2 RTTN SLX4 STRA6 STX1A TBL2 TMEM270 VPS37D WAC ZEB2 ZMYM2 HP_PENDULAR_NYSTAGMUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PENDULAR_NYSTAGMUS ADAR AIPL1 ARHGEF2 ATF6 ATOH7 ATP1A2 BLOC1S3 CACNA1A CARS1 CLTCL1 CNGA3 CNGB3 CNNM4 CRX DLAT DNMBP FRMD7 GFAP GNAT2 HMGB3 LRP5 MT-ATP6 NT5C2 NUP54 NUP62 OPN1LW OPN1MW OPN1SW P4HTM PDE6C PDE6H PEX2 PLA2G6 PLP1 PRRT2 RARS1 RPGR RPGRIP1 SCN1A SDHD TBL1XR1 TENM3 TMEM106B TMEM231 TMEM63A HP_PENETRATING_FOOT_ULCERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PENETRATING_FOOT_ULCERS ATL1 ATL3 F12 SBF2 SPTLC1 SPTLC2 HP_PENILE_FRECKLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PENILE_FRECKLING HEPACAM KRT5 POFUT1 POGLUT1 PSENEN PTEN HP_PENOSCROTAL_HYPOSPADIAS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PENOSCROTAL_HYPOSPADIAS ARCN1 CDH11 COLEC10 DHCR7 HSD3B2 IGF2 MAMLD1 MTM1 MYRF NR5A1 SRY HP_PEPTIC_ULCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PEPTIC_ULCER AP2S1 ARID1B ASXL1 BAZ1B BCL7B BUD23 CDC73 CDKN1A CDKN1B CDKN2B CDKN2C CISD2 CLIP2 DNAJC30 EIF4H ELN FKBP6 GBA1 GNA11 GTF2I GTF2IRD1 GTF2IRD2 HPGD KIT LIMK1 MEN1 METTL27 MLXIPL NCF1 PLA2G4A RFC2 SLCO2A1 SRSF2 STX1A TBL2 TET2 TMEM270 VPS37D WFS1 HP_PERCUSSION_MYOTONIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PERCUSSION_MYOTONIA ATP2A1 CAV3 CAVIN1 CLCN1 COX11 DNAJB6 HINT1 HSPG2 SCN4A SVIL HP_PERIANAL_ABSCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PERIANAL_ABSCESS CYBC1 ELANE ELF4 G6PC3 IKZF3 IL10RA IL10RB MNX1 RIPK1 TGFB1 HP_PERIAURICULAR_SKIN_PITS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PERIAURICULAR_SKIN_PITS ANK1 AUTS2 B3GLCT CITED2 CPLX1 CTBP1 DICER1 EDN1 EDNRA EIF2AK3 EYA1 FGFR2 FGFRL1 FLNA FLT4 GATA4 GATA5 GATA6 GDF1 GJA5 GNAI3 GPC3 GPC4 GSC H4C9 HK1 HNRNPK JAG1 KAT6A KCNJ2 KDM6A KDR KMT2D LETM1 LRP1 MED12 MID1 MITF NKX2-5 NKX2-6 NPHP3 NSD2 PAX1 PLCB4 POLR1D PPP1CB RAB23 SALL1 SIX1 SPECC1L STAG2 SYK TBX1 TFAP2A TRPM3 UBE2A WBP11 XYLT2 ZFPM2 ZNF462 HP_PERICARDIAL_EFFUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PERICARDIAL_EFFUSION ABCC6 ABCC9 ACADVL ADAMTS3 AEBP1 ALG9 BLTP1 CALCRL CCBE1 CDH23 CLCNKB DNASE1L3 DPH5 EIF2AK4 ENPP1 EPHB4 FAT4 GBA1 HLA-DRB1 IFIH1 IRAK1 ITK LETM1 LMNA LYST MAF MCM10 MTO1 MYBPC3 MYRF PLVAP PMM2 PRKAG2 PTPN14 RNU7-1 SAT1 SCARB2 SLC12A3 SMAD4 SPP1 STAT4 TCTN2 TSC1 TSC2 UQCRFS1 HP_PERICARDITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PERICARDITIS C4A CCR1 CTLA4 DNASE1 ERAP1 FAS FCGR2A FCGR2B HBA1 HBA2 HLA-B HLA-DPA1 HLA-DPB1 HLA-DRB1 IFNGR1 IL10 IL12A IL12A-AS1 IL23R IL6 IRF4 KLRC4 LACC1 LCK MAF MEFV MIF NOD2 P4HA2 PMM2 PRG4 PRTN3 PTPN22 RNU7-1 STAT4 TLR4 TNFRSF1A TREX1 UBAC2 HP_PERIFOVEAL_RING_OF_HYPERAUTOFLUORESCENCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PERIFOVEAL_RING_OF_HYPERAUTOFLUORESCENCE AIRE CFH CFI EFEMP1 GUCA1A GUCY2D IFT172 KLHL7 MFSD8 PROM1 PRPF31 PRPF8 PRPH2 RAX2 TLCD3B TTLL5 HP_PERIMEMBRANOUS_VENTRICULAR_SEPTAL_DEFECT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PERIMEMBRANOUS_VENTRICULAR_SEPTAL_DEFECT ALG8 ATRX BMP2 CALM3 CHD3 CITED2 COG7 CREBBP EP300 FH GATA6 GJA5 GJA8 MEIS2 MYH7 NAA10 NDUFB7 NDUFC2 NUP188 PUF60 RAD21 SEC31A THOC6 HP_PERINEAL_FISTULA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PERINEAL_FISTULA CD3G CDK8 DACT1 ELF4 KDM6A KMT2D NCF4 PKP1 RECQL4 SALL1 SYK TCTN3 TGFB1 HP_PERINEAL_HYPOSPADIAS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PERINEAL_HYPOSPADIAS AR DNAJC19 GATA4 HSD3B2 SRD5A2 HP_PERINUCLEAR_ANTINEUTROPHIL_ANTIBODY_POSITIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PERINUCLEAR_ANTINEUTROPHIL_ANTIBODY_POSITIVITY ARPC1B BACH2 CTNNB1 DEF6 DNASE1L3 HP_PERIODIC_HYPOKALEMIC_PARESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PERIODIC_HYPOKALEMIC_PARESIS CA2 CACNA1S CDH23 GABRA3 KCNE3 KCNJ18 KCNJ2 KCNJ5 SCN4A HP_PERIODIC_PARALYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PERIODIC_PARALYSIS ABCB6 CA2 CACNA1S CDH23 FAH GABRA3 KCNE3 KCNJ18 KCNJ2 KCNJ5 SCN4A HP_PERIODONTITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PERIODONTITIS AEBP1 AP3B1 C1R C1S CAT CLPB COL3A1 CTC1 CTSC CXCR4 DKC1 ELANE FERMT1 FGF3 GFI1 GORAB ITGB2 LYST MIA3 NHP2 NOP10 NOTCH2 NPM1 OCRL PARN PLG RTEL1 SLC35C1 SLC37A4 SRP19 SRP54 TCIRG1 TERC TERT TINF2 TYMS USB1 WRAP53 HP_PERIORBITAL_EDEMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PERIORBITAL_EDEMA ACTB ACTG1 ACTN4 ADAMTS2 AIP ANKFY1 ANLN ANTXR1 APOL1 ARHGAP24 ARHGDIA BAZ1B BCL7B BUD23 CAMTA1 CCBE1 CD2AP CDH11 CLIP2 COL1A1 COL4A3 COL5A1 COL5A2 COQ8B CRB2 CTLA4 DAAM2 DHX30 DNAJC30 DNMT3B DUX4 DUX4L1 EIF4H ELN EMP2 EPHB4 FKBP6 FOXG1 FRG1 FRMD4A GAPVD1 GNPTAB GPR101 GSN GTF2I GTF2IRD1 GTF2IRD2 HLA-DPA1 HLA-DPB1 IGSF3 INF2 KAT6A KCTD1 KIF1A KNSTRN KPTN LIMK1 LTBP4 MAGI2 MED12L METTL27 MLXIPL MYD88 MYO1E NCF1 NPHS1 NPHS2 NUP107 NUP133 NUP160 NUP205 NUP37 NUP85 NUP93 PAX2 PEX2 PEX5 PIEZO1 PIK3CD PLCE1 POMP POU4F1 PRTN3 PSMB4 PSMB9 PSPH PTPN22 PTPRO RFC2 RIN2 SERPING1 SHANK3 SLC29A3 SLC35C1 SMCHD1 SNX14 SOX18 SPTBN1 STX1A SUMF1 TBC1D8B TBL2 TGFBI TMEM270 TNFRSF1A TRPC6 VPS37D WT1 XPNPEP2 ZNHIT3 HP_PERIORBITAL_FULLNESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PERIORBITAL_FULLNESS ANKRD17 ARX ASXL3 CHD1 CLPB DOCK7 EDEM3 ELN FGFR2 FTSJ1 GATAD2B GNE H4C11 H4C3 H4C5 HRAS HS2ST1 KMT2B KMT2E MAB21L2 MAP3K7 MED13 MLXIPL NRAS NRCAM NSD2 PCGF2 PEX19 PLPBP PPP2CA RBL2 RBMX RPS23 SETD2 SPEN SRCAP TASP1 TRIO TUBB TWIST2 VPS33A WDR4 YY1 HP_PERIORBITAL_WRINKLES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PERIORBITAL_WRINKLES CDH11 EDA EDAR EDARADD SMARCA2 HP_PERIPAPILLARY_CHORIORETINAL_ATROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PERIPAPILLARY_CHORIORETINAL_ATROPHY CFH CFI EFEMP1 NRL TEAD1 HP_PERIPHERAL_ARTERIAL_STENOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PERIPHERAL_ARTERIAL_STENOSIS ABCC6 ABCG5 ABCG8 ACTA2 AGXT APOB APOE ELN FBN1 FOXE3 HEY2 IDS JAK2 LDLR LDLRAP1 LMNA LOX MAT2A MFAP5 MPL MYH11 MYLK PCSK9 PRKG1 SMAD2 SMAD3 SMAD4 TGFB2 TGFB3 TGFBR1 TGFBR2 THPO THSD4 HP_PERIPHERAL_ARTERIOVENOUS_FISTULA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PERIPHERAL_ARTERIOVENOUS_FISTULA ACVRL1 AGGF1 COL3A1 ENG EPHB4 GDF2 RASA1 SMAD4 HP_PERIPHERAL_AXONAL_DEGENERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PERIPHERAL_AXONAL_DEGENERATION AAAS AARS1 ABCA1 ABCC8 ABCD1 ACOX1 ADPRS AFG3L2 AGTPBP1 AIFM1 ALDH18A1 AMPD2 APTX ASCC1 ATAD3A ATL1 ATL3 ATP11A ATP13A2 ATP1A3 ATXN3 BAG3 BIN1 BRAF C19orf12 CAPN1 CCT5 COA7 COASY COG8 COX20 CTDP1 CTSD CYP27A1 CYP2U1 DARS2 DCAF8 DDHD1 DGUOK DHX16 DNM2 DYNC1H1 ELOVL4 ELOVL5 ERBB2 ERCC6 ERCC8 EXOSC3 EXOSC8 EXOSC9 FBLN5 FGF14 FIG4 FLRT1 FLVCR1 FXN GAN GBA2 GBE1 GBF1 GCK GDAP1 GJB1 GJC2 GLE1 GMPPA GNB2 GNB4 HARS1 HEXB HINT1 HK1 HMBS HNRNPA1 HNRNPA2B1 HSPB1 HSPB8 IBA57 IFRD1 IGHMBP2 INF2 INS JPH1 KARS1 KCNJ10 KCNJ11 KCNK9 KIF1A KIF1B KIF5A KLC2 KLHL9 KPNA3 KRAS LAMA2 LIG3 LMNA LRSAM1 MARS1 MCM3AP MFN2 MICU1 MME MOCS1 MOCS2 MORC2 MPV17 MPZ MT-ATP6 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TE MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW MTMR14 MTRFR MYF6 NAGA NDRG1 NEFH NEFL NEMF NGLY1 OPA1 PDX1 PEX10 PIEZO2 PIGB PIK3R5 PLA2G6 PLD3 PLEKHG4 PLOD1 PLXNA1 PMP22 PNPLA6 POLG POLG2 PRICKLE1 PRPS1 PSAP RAB7A REEP1 RETREG1 RFC1 RNF170 RNF220 RRM2B RYR1 SAMD9L SEPTIN9 SERPING1 SETX SH3TC2 SHMT2 SLC12A6 SLC25A19 SLC25A21 SLC25A4 SLC25A46 SPG11 SPG7 SPTBN4 SPTLC1 SPTLC2 STAT3 SURF1 SYNE1 TBCD TBCE TDP1 TFG TK2 TRAPPC11 TRIM2 TRIP4 TRPV4 TTC19 TTR TUBB3 TWNK TXN2 TYMP TYROBP UBQLN2 UBTF UCHL1 VCP VPS13A VPS13D VPS41 VRK1 VWA1 WARS1 WDR48 WFS1 XK XRCC4 YARS1 ZFYVE26 HP_PERIPHERAL_CYANOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PERIPHERAL_CYANOSIS ADAR AGXT COL1A1 COL5A1 COL5A2 ELP1 ETHE1 FUCA1 IFIH1 KCNQ2 KCNQ3 LSM11 MVK PAX3 RNASEH2A RNASEH2B RNASEH2C RNU7-1 RPS6KA3 SAMHD1 SEPTIN9 TCF4 TREX1 HP_PERIPHERAL_DEMYELINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PERIPHERAL_DEMYELINATION ABCA1 ARHGEF10 ARSA COQ7 CTDP1 DNM2 EGR2 FA2H FLVCR1 GALC GBF1 GCDH GDAP1 GNB4 HK1 KIF1C LITAF LMNB1 LRPPRC MAT1A MMACHC MOCS1 MOCS2 MPZ MT-ATP6 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TK MT-TL1 MT-TV MT-TW MTTP NDRG1 NEFL PEX16 PLP1 PMP2 PMP22 PRPS1 PRX PSAP SBF2 SH3TC2 SOX10 SPTBN1 SUMF1 SURF1 TYROBP UBTF HP_PERIPHERAL_EDEMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PERIPHERAL_EDEMA EPHB4 FLNC FSHR KIF1A KIF20A MYPN PRKAG2 SLC34A2 TLL1 TNNI3 TNNT2 ZNHIT3 HP_PERIPHERAL_HYPERMYELINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PERIPHERAL_HYPERMYELINATION EGR2 MPZ MTMR2 NEFL PMP22 PRX SBF1 SBF2 SOX10 HP_PERIPHERAL_HYPOMYELINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PERIPHERAL_HYPOMYELINATION ADCY6 CTDP1 DHX16 EGR2 FGD4 FIG4 HK1 KCNJ10 SOX10 HP_PERIPHERAL_NEUROPATHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PERIPHERAL_NEUROPATHY AAAS AARS1 ABCA1 ABCC8 ABCD1 ABHD12 ACER3 ACO2 ACOX1 ADA2 ADAR ADAT3 AFG3L2 AGRN AGTPBP1 AGXT AHCY AIFM1 ALAD ALDH18A1 ALDH4A1 ALS2 AMACR AMPD2 AP1B1 AP1S1 AP5Z1 APOA1 APTX AR ARL6IP1 ARSA ARSB ARSI ASCC1 ATAD3A ATL1 ATL3 ATP11A ATP13A2 ATP1A1 ATP1A3 ATP5F1A ATP5F1D ATP5F1E ATP5MK ATP6V1B2 ATP7B ATPAF1 ATPAF2 ATXN1 ATXN10 ATXN3 ATXN8OS B2M B4GALNT1 BAG3 BIN1 BMP6 BRAF BRD4 BSCL2 BTNL2 C19orf12 CA2 CACNA1A CADM3 CAPN1 CARS1 CCT5 CD28 CD59 CHAT CISD2 CLCF1 CLCN6 CLP1 COA3 COA7 COA8 COASY COG8 COL13A1 COMP COQ7 COX20 COX6A1 CPOX CPSF3 CRAT CTDP1 CTLA4 CTSD CYP27A1 CYP2U1 CYP7B1 DARS2 DCAF8 DDB2 DDHD1 DEAF1 DEGS1 DGUOK DHH DHX16 DKK1 DMD DMXL2 DNAJC3 DNAJC30 DNASE1L3 DNM1L DNM2 DNMT1 DPM1 DST DSTYK DYNC1H1 EDNRB EGR2 ELOVL4 ELOVL5 ELP1 EMILIN1 ERBB2 ERBB3 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ERLIN2 EXOSC3 EXOSC8 EXOSC9 FA2H FAH FBLN5 FBN1 FDX2 FGA FGF14 FLII FLNC FLRT1 FMR1 FUCA1 FXN GALC GAN GARS1 GBA2 GBE1 GCDH GCK GCLC GDAP1 GET4 GJB1 GJB2 GJB6 GJC2 GLE1 GMPPA GNAS GNB2 GNPTAB GRM1 GSN GTF2E2 GTF2H5 HADH HADHA HADHB HARS1 HDAC8 HEXB HFE HINT1 HK1 HLA-B HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRB1 HMBS HNRNPA1 HNRNPA2B1 HSD17B4 HSD3B7 HSPB1 HSPB3 HSPB8 HYCC1 IARS2 IBA57 IDS IDUA IFIH1 IFRD1 IGHMBP2 INF2 INPP5K INS INSR IQSEC2 IRF4 ITPR3 KARS1 KCNJ10 KCNJ11 KCNK9 KIF1A KIF1B KIF1C KIF5A KLC2 KLHL9 KPNA3 KRAS KRT14 KRT5 LAMA2 LDB3 LETM1 LIG3 LITAF LMNA LRPPRC LSM11 LYST LYZ MAG MANBA MARS1 MCM3AP MFF MFN2 MGAT2 MICU1 MME MOGS MORC2 MPC1 MPLKIP MPV17 MPZ MRE11 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MT-TE MT-TF MT-TH MT-TK MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTHFR MTMR14 MTRFR MTRR MYD88 MYF6 MYH14 MYO9A MYOT NAGA NAGLU NAGS NARS1 NARS2 NDRG1 NDUFS2 NEFH NEFL NEMF NF1 NF2 NGF NGLY1 NIPBL NOTCH2 NOTCH3 NRCAM OPA1 OSMR OSTM1 P4HA2 PDE4D PDK3 PDSS1 PDX1 PDYN PEX1 PEX10 PEX11B PEX12 PEX16 PEX5 PEX6 PEX7 PHF6 PHYH PIEZO2 PIGB PIK3R5 PLA2G6 PLD3 PLEKHG4 PLOD1 PLP1 PLXNA1 PMM2 PMP22 PMPCA PNKP PNPLA6 PNPT1 POLG POLG2 POLR3A POLR3B PPOX PPP2R2B PRF1 PRICKLE1 PRKAR1A PRPS1 PRTN3 PSAP PSMC3 PTPN22 PTRH2 RAB18 RAB3GAP1 RAB3GAP2 RAB7A RAD21 RAI1 REEP1 REPS1 RETREG1 RFC1 RMND1 RNASEH1 RNASEH2A RNASEH2B RNASEH2C RNF113A RNF168 RNF170 RNF220 RNU7-1 RPIA RRM2B RYR1 SACS SAMD9L SAMHD1 SCN10A SCN11A SCN9A SCO2 SCP2 SCYL1 SELENOI SEPTIN9 SERPING1 SETX SGPL1 SH3TC2 SHMT2 SIL1 SLC12A6 SLC18A3 SLC25A1 SLC25A19 SLC25A4 SLC25A46 SLC30A10 SLC46A1 SLC52A2 SLC52A3 SLC5A6 SLC5A7 SMC1A SMC3 SMPD1 SNAP25 SNAP29 SOX10 SPG11 SPG21 SPG7 SPTBN1 SPTBN4 SPTLC1 SPTLC2 STAT3 STX11 STXBP2 SUCLA2 SURF1 SYNE1 SYT2 TARS1 TBC1D20 TBC1D24 TBCD TBCE TDP1 TFG TGFB1 TGM6 TIMM8A TIMMDC1 TK2 TMEM70 TMPRSS6 TNFRSF1B TNXB TOP3A TPI1 TRAPPC11 TREX1 TRIM2 TRIP4 TRMT5 TRPV4 TTBK2 TTPA TTR TUBB3 TWNK TXN2 TYMP UBA1 UCHL1 UNC13D UQCRC1 VAMP1 VCP VPS13A VPS13D VPS41 VRK1 VWA1 WARS1 WAS WDR48 WFS1 WIPF1 WNK1 XK XPA XPC XRCC1 XRCC4 ZFR ZFYVE26 HP_PERIPHERAL_OPACIFICATION_OF_THE_CORNEA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PERIPHERAL_OPACIFICATION_OF_THE_CORNEA ABCG8 ALDH18A1 APOA1 APOA2 APOB APOE CHRDL1 EPHX2 GHR KERA LCAT LDLR LIPC MMP2 PCSK9 PPP1R17 SLC29A3 HP_PERIPHERAL_PULMONARY_ARTERY_STENOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PERIPHERAL_PULMONARY_ARTERY_STENOSIS ALDH18A1 BAZ1B BCL7B BCOR BUD23 CCNQ CLIP2 DNAJC30 EFEMP2 EIF4H ELN FBLN5 FGFR1 FKBP6 GTF2I GTF2IRD1 GTF2IRD2 IFT43 JAG1 LIMK1 LTBP1 LTBP4 METTL27 MGP MLXIPL NAA10 NCF1 NOTCH2 PIGL PIGN PIGO PPP1CB RFC2 SKIC2 SKIC3 STX1A TAOK1 TBL2 TMEM270 UBE2A VPS37D HP_PERIPHERAL_RETINAL_AVASCULARIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PERIPHERAL_RETINAL_AVASCULARIZATION CTNNB1 DLK1 FZD4 LRP5 MEG3 NDP RTL1 TSPAN12 ZNF408 HP_PERIPHERAL_RETINAL_DEGENERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PERIPHERAL_RETINAL_DEGENERATION CFH CFI COL2A1 EFEMP1 KCNJ13 P3H2 POU3F4 RS1 HP_PERIPHERAL_VISUAL_FIELD_LOSS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PERIPHERAL_VISUAL_FIELD_LOSS ABCA4 AGBL5 ARL6 BBS1 CCDC28B CNGA1 CNGB1 CRX CWC27 CYP1B1 DLAT EFEMP1 GUCY2D IDS IFT140 LCA5 LRAT MYOC PDE6A POU3F4 PROM1 PRPF6 PRPH2 RDH5 RHO RLBP1 RNU4ATAC RPE65 RRM2B SDHA SEMA4A SH3TC2 SLC6A6 SPATA7 ZNF513 HP_PERIPORTAL_FIBROSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PERIPORTAL_FIBROSIS ACADVL ALG9 ANKS6 BCS1L DGUOK DZIP1L LIPA PKHD1 SLC51A SLC51B HP_PERISYLVIAN_POLYMICROGYRIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PERISYLVIAN_POLYMICROGYRIA ADGRG1 ATP1A2 ATP1A3 BICD2 CDON DISP1 DLL1 FGF8 FOXH1 GAS1 GLI2 MAGEL2 MAPK8IP3 MICU1 MTOR NANS NDN NODAL OCA2 PI4KA PTCH1 RAB3GAP1 SHH SHMT2 SIX3 SNRPN SRPX2 STIL TBC1D20 TDGF1 TGIF1 TUBA1A TUBB2B ZIC2 HP_PERITONEAL_ABSCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PERITONEAL_ABSCESS BRCA1 BRCA2 CDKN2A KRAS PALB2 PALLD PI4KA RABL3 SMAD4 TP53 TTC7A HP_PERITONITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PERITONITIS ACTN4 ANKFY1 ANLN APOL1 ARHGAP24 ARHGDIA BRCA1 CALR CD2AP CDC45 CFB COL4A3 COQ8B CRB2 DAAM2 ELANE EMP2 F5 FOCAD GAPVD1 INF2 JAK2 MAGI2 MEFV MVK MYH11 MYO1E NPHS1 NPHS2 NUP107 NUP133 NUP160 NUP205 NUP37 NUP85 NUP93 PAX2 PLCE1 PTPRO TBC1D8B TNFRSF1A TRPC6 WT1 HP_PERIVENTRICULAR_CYSTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PERIVENTRICULAR_CYSTS CPLX1 CTBP1 FARSA FGFRL1 GFAP LETM1 LIPT2 NSD2 OCRL ODC1 PDHB PDHX UQCC3 HP_PERIVENTRICULAR_HETEROTOPIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PERIVENTRICULAR_HETEROTOPIA ADGRL1 ALDH6A1 ANKRD11 APC2 ARF1 ARFGEF2 C2CD3 CDH2 CPLANE1 CPLX1 CSF1R CSGALNACT1 DCHS1 DHCR7 DHX16 ERMARD FAT4 FLNA FMR1 INTS8 KAT6B KAT8 KATNB1 MAN1B1 MAP1B MAST1 NEDD4L NRCAM PDHB PLCH1 PLK4 PRORP RTTN SLC25A24 TBC1D24 TMTC3 TUBA1A VPS35L ZEB2 ZMIZ1 ZNF292 ZSWIM6 HP_PERIVENTRICULAR_LEUKOMALACIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PERIVENTRICULAR_LEUKOMALACIA AARS1 AARS2 AMPD2 ARHGAP31 ARID2 BRF1 CARS1 CDK13 CLCN4 CNTNAP2 DDHD2 DLL4 DOCK6 EDEM3 EOGT ERCC2 ERCC3 FCSK GTF2E2 GTF2H5 HK1 LONP1 MORC2 MPLKIP NDUFC2 NOTCH1 NRCAM NRROS OGDHL OPA1 PC PDHA1 PDHB PPFIBP1 PRR12 PUF60 RBPJ RNF113A SON SPATA5L1 TARS1 TBCK TET3 TPRKB TRMT1 USP7 HP_PERIVENTRICULAR_NODULAR_HETEROTOPIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PERIVENTRICULAR_NODULAR_HETEROTOPIA ADGRL1 ARF1 ARFGEF2 CPLANE1 CPLX1 DCHS1 ERMARD FAT4 FLNA INTS8 MAP1B NEDD4L PRORP TBC1D24 VPS35L ZMIZ1 ZNF292 ZSWIM6 HP_PERIVENTRICULAR_WHITE_MATTER_HYPERINTENSITIES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PERIVENTRICULAR_WHITE_MATTER_HYPERINTENSITIES ABCC9 ABHD16A ACTA2 ACTL6B AP5Z1 ARSA CLN5 CNBP CNKSR2 CNP DDHD2 GM2A GNB2 MMACHC NEUROD2 PAK1 PRORP PSAP RAB3GAP2 RPL10 SELENOI SPG21 STRADA TMEM222 TRPM3 HP_PERMANENT_ATRIAL_FIBRILLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PERMANENT_ATRIAL_FIBRILLATION FLNC KCNA5 KCNE2 KCNJ2 KCNJ5 KCNQ1 MYL4 SCN3B SCN5A HP_PERONEAL_MUSCLE_ATROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PERONEAL_MUSCLE_ATROPHY ANO5 DES HINT1 LMNA PMP22 REEP1 SACS TRPV4 TTN VPS13A WASHC5 HP_PERONEAL_MUSCLE_WEAKNESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PERONEAL_MUSCLE_WEAKNESS FKTN GDAP1 GYG1 LMNA PMP22 REEP1 SARDH TRPV4 HP_PERSISTENCE_OF_HEMOGLOBIN_F https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PERSISTENCE_OF_HEMOGLOBIN_F ADA2 BCL11A DNAJC21 GATA1 HBB HBG1 HBG2 HEATR3 KLF1 MDM4 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 SBDS SRP54 TSR2 ZBTB7A HP_PERSISTENCE_OF_PRIMARY_TEETH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PERSISTENCE_OF_PRIMARY_TEETH BCOR CA2 CTSK DVL1 EHMT1 FAM111A FLNA IL6ST KCNJ2 KCNJ5 KIF7 LMNA PTH1R PUS7 RAB23 RHOA SFRP4 SRCAP STAT3 TFAP2B TNFSF11 WNT5A ZBTB7A ZMPSTE24 HP_PERSISTENT_BLEEDING_AFTER_TRAUMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PERSISTENT_BLEEDING_AFTER_TRAUMA DTNBP1 F13A1 F13B F5 F8 F9 FGA FGB FGG GATA1 MCFD2 P2RY12 SERPINE1 SERPINF2 VWF HP_PERSISTENT_CMV_VIREMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PERSISTENT_CMV_VIREMIA IL2RB LAT MAGT1 PIK3R1 REL TPP2 HP_PERSISTENT_EBV_VIREMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PERSISTENT_EBV_VIREMIA CD27 DEF6 IKZF3 ITK LAT MAGT1 PGM3 PIK3R1 PRKCD STK4 TET2 TNFRSF9 TOM1 TRAC HP_PERSISTENT_HEAD_LAG https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PERSISTENT_HEAD_LAG CAMK2B CDK5 COX10 DHX30 DLAT EN1 FARSB GEMIN4 IFT140 LAMB2 LINS1 LYRM4 MECP2 MICOS13 MPZ MYL1 NAA20 NEDD4L NONO NSRP1 SERPINH1 SLC25A12 SLC31A1 SPTBN1 SUCLG1 TIMM50 UBA1 UGP2 HP_PERSISTENT_OPEN_ANTERIOR_FONTANELLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PERSISTENT_OPEN_ANTERIOR_FONTANELLE ANKRD11 ATP7A CTSK DSE GH1 PEX2 RUNX2 HP_PERSISTENT_PUPILLARY_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PERSISTENT_PUPILLARY_MEMBRANE ADAMTSL4 ATOH7 COL18A1 CPAMD8 FZD4 GJA1 HRAS NDP POMT2 TRPM3 HP_PERSONALITY_CHANGES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PERSONALITY_CHANGES AARS1 ADH1C APOE ATP7B ATXN2 ATXN8OS CHMP2B DCTN1 EIF2B1 GBA1 GLUD2 GRN HLA-DQB1 HTT JPH3 LMNB1 MAPT MMACHC MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TT MT-TW NOTCH3 NR4A2 PLA2G6 PNPLA6 PRNP PSEN1 RNF216 SNCAIP SQSTM1 TBK1 TBP TIA1 TIMM8A TMEM106B TREM2 TYROBP VCP VPS13A HP_PERSONALITY_DISORDER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PERSONALITY_DISORDER CACNA1A CBS CHD2 CUX2 CYP27A1 DNM1 DRD2 GABRB3 KCNT1 KCTD17 MAPK10 RORA SCN1A SGCE SPG21 TOR1A WAC XK HP_PES_CAVUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PES_CAVUS AAAS AARS1 ABHD12 ACTA1 ADCY6 ADPRS AGRN AIFM1 ALDH18A1 ALS2 ANO10 ANOS1 APTX ATG7 ATL1 ATP13A2 ATP1A1 ATP1A3 ATP6V1B2 ATP7A B3GLCT B4GALNT1 BAG3 BICD2 BIN1 BSCL2 C19orf12 CAPN1 CARS1 CAV3 CCDC141 CHAT CHCHD10 CHD7 CHMP1A CHP1 CNTNAP2 COA7 COASY COL13A1 COL27A1 COQ8A COX6A1 CPT1C CTDP1 CUL4B CYP27A1 CYP7B1 DCAF8 DCC DDHD1 DDHD2 DHH DHTKD1 DMXL2 DNAJB2 DNAJC6 DNM1L DNM2 DUSP6 DYNC1H1 DYSF EED EGR2 EIF2AK2 EMILIN1 ERCC4 ERCC5 ERLIN2 EZH2 FAR1 FBLN5 FBN1 FBXO38 FDX2 FEZF1 FGD4 FGF14 FGF17 FGF8 FGFR1 FHL1 FITM2 FLNA FLRT1 FLRT3 FXN GALC GAN GARS1 GBA1 GBA2 GBF1 GCH1 GDAP1 GJB1 GJB2 GJC2 GLB1 GMPPA GNB4 GNS GOSR2 GRIN2A GTF2E2 H3-3B HACD1 HADHA HADHB HARS1 HDAC8 HESX1 HEXB HINT1 HK1 HS6ST1 HSD17B4 HSPB1 HSPB8 HSPD1 IBA57 IDS IDUA IFIH1 IFRD1 IL17RD IMPDH2 INF2 IQSEC2 ITGA7 ITPR3 JAG1 KANSL1 KARS1 KBTBD13 KCNH1 KCNMA1 KCNN3 KIF1B KIF5A KLC2 KLHL41 KNSTRN KPNA3 KY L1CAM LAMP2 LAS1L LBR LIPE LITAF LMNA LONP1 LRSAM1 MAD1L1 MAFB MAP1B MAP3K20 MAP3K7 MCM3AP MECP2 MED25 MFN2 MME MMP2 MORC2 MPV17 MPZ MRE11 MSTO1 MTRFR MTTP MYH7 MYL2 MYMX MYO9A MYPN NARS1 NDNF NDRG1 NEB NEFH NEFL NF1 NFIX NIPA1 NLRP3 NR4A2 NRCAM NSD1 NSUN2 OGDHL OPA1 OPA3 PCGF2 PCNA PDHA1 PDK3 PDXK PEX10 PEX2 PEX5 PEX7 PHYH PI4KA PIGN PIK3CD PLEKHG5 PLIN4 PLP1 PMP2 PMP22 PMPCA PNKP PNPT1 PODXL POLG PQBP1 PROK2 PROKR2 PRPS1 PRX PYROXD1 RAB11B RAB7A REEP1 REEP2 REPS1 RET RSPRY1 RTN2 RUSC2 RYR1 SACS SAMD9L SBF2 SELENON SEMA3A SETBP1 SETX SH3TC2 SIGMAR1 SLC18A3 SLC25A1 SLC25A46 SLC33A1 SLC5A7 SLC6A8 SNAP25 SORD SOX10 SPART SPAST SPEG SPEN SPG11 SPG7 SPRY4 SPTLC1 SUZ12 SYNE1 SYNJ1 SYT2 TACR3 TDP1 TH TNNT1 TPM2 TPM3 TRAPPC11 TRIM2 TRPV4 TSPOAP1 TTN TTPA TWNK UBAP1 UBE2A UCHL1 USP9X VAMP1 VCP VPS13A VPS13D VPS41 VWA1 WARS1 WASHC5 WDR11 WDR26 WDR73 XPA XRCC4 ZBTB20 ZFYVE26 HP_PES_PLANUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PES_PLANUS ABL1 ACTA2 ADGRV1 ADNP AEBP1 AFF3 AGA AHCY ALDH18A1 ALG14 ALG2 ALMS1 AMMECR1 ANOS1 AP1G1 AP4B1 AP4E1 AP4M1 AP4S1 APC2 ARX ASPH ASXL3 ATP1A2 ATP1A3 ATP6AP2 ATP6V0A2 ATP6V1B2 ATP6V1E1 ATP7A ATR ATRX B3GALT6 B3GAT3 B4GALT7 BAZ1B BCL7B BCR BGN BICD2 BPTF BRCA1 BRCA2 BRF1 BRIP1 BRWD3 BSCL2 BUD23 C12orf57 CACNA1A CACNA1C CADM3 CANT1 CBFB CCDC141 CCNK CDC42BPB CDK10 CEP152 CFL2 CHCHD10 CHD7 CHD8 CHST3 CIC CLCN4 CLDN11 CLIP2 CNOT3 COL12A1 COL1A1 COL1A2 COL27A1 COL2A1 COL5A1 COL5A2 COL9A3 COMP COPB1 CREBBP CRKL CRLF1 CSGALNACT1 CTSC CUL4B CUL7 CWC27 DACT1 DCC DEAF1 DHX30 DLG4 DMD DNAJC30 DPAGT1 DPH1 DPH2 DPH5 DPM3 DUSP6 DYM EGR2 EIF3F EIF4H EIF5A ELN EMILIN1 EP300 ERCC4 EXOC6B EXT2 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FBLN5 FBN1 FBXO11 FEZF1 FGD1 FGF17 FGF8 FGFR1 FIBP FKBP14 FKBP6 FLI1 FLII FLNA FLNB FLRT3 FMR1 FOXE3 FOXG1 GABRA1 GABRD GABRG2 GAN GARS1 GATA4 GDF11 GDF5 GDF6 GFPT1 GJA5 GJA8 GMPPB GNB1 GORAB GRIA3 GRIN2B GRIN2D GTF2I GTF2IRD1 GTF2IRD2 H3-3B H4C11 H4C5 HCN1 HDAC8 HEATR3 HERC1 HESX1 HEY2 HIVEP2 HK1 HNRNPH2 HNRNPK HS6ST1 HSPG2 IARS2 IFITM5 IL17RD IPO8 IQSEC2 JARID2 KANSL1 KAT6A KCNH1 KCNMA1 KCNN3 KDELR2 KMT2A L1CAM LAS1L LIMK1 LMNA LMX1B LOX MAB21L2 MAD2L2 MAPK1 MAPRE2 MAT2A MED12 MED12L METTL23 METTL27 MFAP5 MGAT2 MLXIPL MMP2 MORC2 MPZ MTOR MYH11 MYH7 MYLK MYPN NAA20 NCF1 NDNF NDRG1 NDST1 NDUFAF6 NONO NPR3 NSD1 PACS1 PALB2 PCDH19 PDE4D PEX6 PHF8 PIEZO2 PIGG PLOD1 PMM2 PMP22 PMPCA PRDM5 PRKG1 PRKG2 PROK2 PROKR2 PRR12 PRX PUF60 PYCR1 PYROXD1 RAB33B RAB3GAP2 RAB7A RAD51 RAD51C RAI1 RFC2 RFWD3 RIN2 RLIM RPS6KA3 RSPRY1 RYR1 SALL1 SALL4 SARS1 SBF1 SBF2 SCN1A SCN1B SCN2A SCN9A SCO2 SEC23A SELENON SEMA3A SETD2 SH3TC2 SIL1 SKI SLC10A7 SLC16A2 SLC1A3 SLC26A2 SLC29A3 SLC37A4 SLC39A13 SLC5A7 SLC9A7 SLX4 SMAD2 SMAD3 SMAD4 SMARCA2 SMC5 SNRPN SOX10 SOX5 SOX9 SPEN SPRED2 SPRTN SPRY4 STAG2 STX1A STX1B SYT2 TACR3 TAOK1 TBC1D23 TBL1XR1 TBL2 TBX4 TCF4 TDO2 TET3 TFE3 TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 THSD4 TLK2 TMCO1 TMEM270 TONSL TPM2 TPM3 TPR TRIO TRMT1 TRPM3 TRPS1 TRPV4 TTN UBE2A UBE2T UCHL1 USP9X VLDLR VPS13B VPS37D WAC WASF1 WDR11 XRCC2 XYLT1 XYLT2 ZDHHC9 ZEB2 ZNF148 ZNF469 HP_PES_VALGUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PES_VALGUS ANO1 BAG3 BSCL2 CACNA1C CAPN1 CDC42BPB COL12A1 COL6A1 COL6A2 COL6A3 COL9A3 FBN1 FLNA GABRA1 GABRG2 GARS1 GDF5 GNB2 H4C5 HK1 HNRNPR KDELR2 LARGE1 LONP1 MAP3K7 MAPK8IP3 MBD5 MYMX MYPN PCDH19 PIGG PPP1R15B PUF60 RAI1 REEP1 RFT1 SCN1A SCN1B SCN2A SCN4A SCN9A SH3TC2 SLC16A2 SMG9 SMOC1 SPRED2 SYT1 TCF4 TOR1A TPM2 TPM3 TRIP4 TRMT10A WAC WDR19 HP_PETECHIAE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PETECHIAE APOE BCOR CALR CASP10 CD109 CLCN7 DCLRE1B DPP9 ETHE1 ETV6 F8 FCGR2C FERMT3 FIP1L1 FUCA1 FYB1 GATA1 GBA1 GFI1B GIMAP5 GNA14 GP1BA GP1BB GP9 HCK HOXA11 IRF2BP2 ITGA2 ITGA2B ITGB3 JAK2 LCP2 MPL NABP1 NAGA NEU1 NPM1 NUMA1 OCLN PEPD PML PRF1 PRKAR1A RAB27A RARA SAMD9 STAT3 STAT5B STX11 STXBP2 TBL1XR1 TET2 TREX1 UNC13D USP18 VWF WAS WIPF1 ZBTB16 HP_PETERS_ANOMALY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PETERS_ANOMALY B3GLCT CDH2 CENPF COX7B CRPPA CYP1B1 FKRP FKTN FOXC1 FOXE3 HCCS LARGE1 MAF NCAPG2 NDUFB11 PAX6 PITX2 PITX3 POMT1 POMT2 PRR12 RERE TRIM44 WDR37 HP_PHALANGEAL_CONE_SHAPED_EPIPHYSES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PHALANGEAL_CONE_SHAPED_EPIPHYSES ATR BGN COG4 COL2A1 DYM EIF2AK3 EVC EVC2 EXT1 FGFR3 FLNA GDF5 GPX4 IFT140 IFT172 IFT52 IHH KIF15 MIA3 MRPS28 NEK1 NPR2 PRKAR1A RAD21 RMRP RUNX2 SRCAP TBC1D2B TRIP11 TRPS1 TRPV4 HP_PHALANGEAL_DISLOCATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PHALANGEAL_DISLOCATION AEBP1 B3GALT6 B4GALT7 CANT1 COL1A1 COL5A1 COL5A2 HP_PHARYNGITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PHARYNGITIS ALG12 CLPB CXCR4 ELANE GFI1 HLA-B HLA-DPB1 HLA-DRB1 NFKB2 P4HA2 PTPN22 SH2D1A SLC29A3 SRP19 SRP54 TCIRG1 TNFRSF1A XIAP HP_PHEOCHROMOCYTOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PHEOCHROMOCYTOMA CCND1 CDKN1A CDKN1B CDKN2B CDKN2C DLST DNMT3A EPAS1 FH HRAS IFNG KIF1B MAX MDH2 MEN1 NF1 PRKAR1A RET SDHA SDHAF2 SDHB SDHC SDHD SLC25A11 TMEM127 TSC1 TSC2 VHL HP_PHIMOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PHIMOSIS APC2 CENPT CTCF DKC1 ERMARD FERMT1 NSD1 PQBP1 SETD2 SIN3A HP_PHOCOMELIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PHOCOMELIA ESCO2 LBR LMBR1 NIPBL RBM8A SF3B4 TBX5 WNT7A HP_PHONIC_TICS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PHONIC_TICS GNB1 HDC PANK2 SLITRK1 SLITRK2 VPS13A HP_PHONOPHOBIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PHONOPHOBIA BAZ1B BCL7B BUD23 CLIP2 CREBBP DNAJC30 EDNRA EIF4H ELN EP300 ESR1 FKBP6 GTF2I GTF2IRD1 GTF2IRD2 LIMK1 METTL27 MLXIPL NCF1 RFC2 SCN1A SLC1A3 STX1A TBL2 TMEM270 TNF VPS37D HP_PHOTOPHOBIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PHOTOPHOBIA AARS1 ABCA4 ADAM9 AFG3L2 AGBL5 AHI1 AHR AHSG AIPL1 AIRE ALDH3A2 ALMS1 ANTXR1 AP1B1 AP3B1 AP3D1 ARHGEF18 ARL2BP ARL3 ARL6 ATF6 ATXN7 BBS1 BBS2 BEST1 BLOC1S5 C1QTNF5 C4A CA4 CABP4 CACNA1F CACNA2D4 CARS1 CC2D2A CCR1 CDHR1 CEP250 CEP78 CERKL CFAP410 CFAP418 CFH CFI CHST6 CLCC1 CLRN1 CLTRN CNGA1 CNGA3 CNGB1 CNGB3 CNNM4 COL17A1 COL4A1 COL8A2 CRB1 CRX CRYGC CST6 CTNS DCN DCT DDB2 DHDDS DHX38 DKK1 DRAM2 EDNRA EFEMP1 ELOVL1 ELOVL4 EPCAM ERAP1 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ESR1 EYS FAM161A FAS FOXC2 FSCN2 GALC GAN GJA1 GJB2 GJB6 GNAT2 GNB3 GPR143 GRHL2 GTF2E2 GTF2H5 GUCA1A GUCA1B GUCY2D GUSB HADHA HARS1 HGSNAT HK1 HLA-A HLA-B HLA-DRB1 HPS1 HPS6 IDH3A IDH3B IFNGR1 IFT140 IFT172 IFT88 IKZF1 IL10 IL12A IL12A-AS1 IL23R IMPDH1 IMPG1 IMPG2 INPP5E ITGB6 ITM2B KCNJ13 KCNV2 KIAA1549 KIZ KLHL7 KLRC4 KRT12 KRT14 KRT3 KRT5 LCA5 LRAT LRMDA LSS LTBP2 LYST MAK MAPT MBTPS2 MC1R MCOLN1 MEFV MERTK MFRP MPLKIP NEK2 NLRP1 NLRP3 NMNAT1 NOD2 NOTCH2NLC NR2E3 NRL OCA2 OFD1 OPN1LW OPN1MW OPN1SW OVOL2 PCARE PCNA PDE6A PDE6B PDE6C PDE6G PDE6H PERCC1 PIKFYVE PITPNM3 PLCD1 PNPLA6 POC1B POLA1 POLH POMGNT1 PRCD PROM1 PRPF3 PRPF31 PRPF4 PRPF6 PRPF8 PRPH2 PSAP RAB28 RAX2 RBP3 RDH12 RDH5 REEP6 RGR RGS9 RGS9BP RHO RIMS1 RIMS2 RLBP1 RNF113A ROM1 RP1 RP1L1 RP2 RP9 RPE65 RPGR RPGRIP1 RTN4IP1 SAG SCAPER SCN1A SEMA4A SLC1A3 SLC24A5 SLC39A4 SLC45A2 SLC6A19 SLC7A14 SNRNP200 SPATA7 SREBF1 ST14 STAT4 TACSTD2 TARS1 TAT TGFBI TIMM8A TLCD3B TLR4 TNF TOPORS TP63 TRANK1 TTC8 TTLL5 TUB TUBB4B TULP1 TYR UBAC2 UNC119 USH2A VSX1 WDR45 WNT10A XPA XPC ZEB1 ZNF408 ZNF513 HP_PHOTOPSIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PHOTOPSIA ARHGEF18 ATP1A2 BAP1 CACNA1A CYSLTR2 GNA11 GNAQ HGSNAT PRRT2 SCN1A SF3B1 HP_PHOTORECEPTOR_LAYER_LOSS_ON_MACULAR_OCT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PHOTORECEPTOR_LAYER_LOSS_ON_MACULAR_OCT CLCC1 HLA-A PMM2 SLC6A6 TRNT1 HP_PHOTOSENSITIVE_MYOCLONIC_SEIZURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PHOTOSENSITIVE_MYOCLONIC_SEIZURE GABRA1 GABRG2 KCTD7 PCDH19 SCN1A SCN1B SCN2A SCN9A HP_PHOTOSENSITIVE_TONIC_CLONIC_SEIZURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PHOTOSENSITIVE_TONIC_CLONIC_SEIZURE CACNB4 CILK1 CLCN2 EFHC1 GABRA1 GABRD GABRG2 JRK KCNQ3 PCDH19 SCN1A SCN1B SCN2A SCN9A SLC9A6 HP_PHTHISIS_BULBI https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PHTHISIS_BULBI ATOH7 BCOR BRD4 CDH11 COL18A1 FZD4 HDAC8 HMX1 LRP5 MARK3 NDP NIPBL RAD21 SMC1A SMC3 TMEM53 HP_PHYSICAL_URTICARIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PHYSICAL_URTICARIA ADGRE2 CARMIL2 IL12A IL12RB1 IRF5 KIT MMEL1 PLCG2 POU2AF1 SERPING1 SLC27A4 SPIB SUPT16H TNFSF15 TNPO3 HP_PICA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PICA ASH1L CDK13 CHD8 DHPS ELP2 PGM2L1 ZSWIM6 HP_PIERRE_ROBIN_SEQUENCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PIERRE_ROBIN_SEQUENCE AMER1 ANKRD17 BMP2 BUB1 COG1 COL11A1 COL11A2 COL2A1 COL9A2 DGCR2 DGCR6 DGCR8 EIF4A3 ESS2 FLNA GRB10 KCNK4 KIF15 MAP3K7 MYMK MYMX NEDD4L PGM1 PIGA RBM10 SATB2 SCUBE3 SLC10A7 SLC35B2 SNRPB TBX1 TGDS YY1 HP_PIGMENTARY_RETINOPATHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PIGMENTARY_RETINOPATHY ABCA4 ACOX1 AGBL5 AHI1 AIRE ALMS1 AMACR ARL13B ARL3 ARL6 ARSG ATXN7 BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BEST1 CAV1 CCDC28B CEP19 CEP290 CFAP410 CFAP418 CHM CLCC1 CLN3 CLRN1 CNGA1 CNGB1 CNNM4 COA8 COX7B COX8A CRB1 CRX CTNS CYP4V2 DHX38 ERCC3 ERCC4 ERCC6 ERCC8 EYS FAM161A FKRP FLVCR1 FSCN2 GMPPB GRM6 GSS GUCY2D HADH HADHA HADHB HCCS HGSNAT HK1 HKDC1 IDH3A IDH3B IFT140 IFT172 IFT27 IFT43 IFT74 IMPDH1 IMPG2 ISCA1 JAG1 KIAA1549 KIZ LARGE1 LCA5 LRAT LZTFL1 MAK MECR MED12 MFRP MFSD8 MKKS MKS1 MMACHC MORC2 MSTO1 MT-ATP6 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TK MT-TL1 MT-TN MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW NCAPG2 NDUFAF1 NDUFB11 NGLY1 NMNAT1 NOTCH2NLC NPHP1 NR2E3 NRL PANK2 PCARE PDE6A PDE6B PDE6G PEX1 PEX2 PEX5 PISD PNPLA6 POC1B POLR3A POMGNT1 POMT1 POMT2 PRCD PRDX1 PROM1 PRPF31 PRPF6 PRPF8 PRPH2 PUS1 RAX2 RBP3 RDH11 RDH12 RDH5 REEP6 RHO RLBP1 RNASEH1 RNU4ATAC ROM1 RP1 RP1L1 RP2 RP9 RPE65 RPGR RRM2B SAG SCAPER SCLT1 SDCCAG8 SDHA SDHAF1 SDHB SDHD SEMA4A SLC24A1 SLC7A14 SNRNP200 SPATA7 SURF1 TIMP3 TRIM32 TRIM37 TTC8 TULP1 UNC119 USH2A VPS13B WDPCP WFS1 ZFYVE26 ZNF408 ZNF513 HP_PILI_CANALICULI https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PILI_CANALICULI GAN PADI3 TCHH TGM3 TP63 HP_PILI_TORTI https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PILI_TORTI ATP7A BCS1L CDH3 DSG4 ERCC2 HEPHL1 KRT85 LMNA NECTIN1 NECTIN4 PEX1 PEX6 ST14 WRN HP_PILL_ROLLING_TREMOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PILL_ROLLING_TREMOR CDKL5 DNAJC6 GABBR2 MECP2 NTNG1 PLA2G6 SMC1A HP_PILOMATRIXOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PILOMATRIXOMA APC CREBBP CTNNB1 DICER1 EP300 KEAP1 MAD1L1 HP_PINEAL_CYST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PINEAL_CYST ADNP BPTF GALNT2 KANSL1 KRAS NONO PNPLA2 PSMD12 WDR26 HP_PITUITARY_ADENOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PITUITARY_ADENOMA AIP ALG5 ALG9 APC ARMC5 ATRX BICC1 BMPR1A BRAF CDH23 CDKN1A CDKN1B CDKN2B CDKN2C DNAJB11 EPCAM FAN1 GANAB GNAS GPR101 IDH1 IDH2 IFNG IFT140 KRAS MEN1 MLH1 MLH3 MSH2 MSH6 NR3C1 PDE11A PIK3CA PKD1 PKD2 PMS1 PMS2 PRKAR1A RPS20 SEMA4A TGFBR2 TP53 TSC1 TSC2 USP48 USP8 YY1 HP_PITUITARY_CORTICOTROPIC_CELL_ADENOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PITUITARY_CORTICOTROPIC_CELL_ADENOMA ATRX BRAF CDH23 CDKN1A CDKN1B CDKN2B CDKN2C MEN1 NR3C1 TP53 USP48 USP8 HP_PITUITARY_DWARFISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PITUITARY_DWARFISM FOXA2 GH1 GLI2 HESX1 LHX3 LHX4 OTX2 POU1F1 PROP1 SOX3 HP_PITUITARY_GROWTH_HORMONE_CELL_ADENOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PITUITARY_GROWTH_HORMONE_CELL_ADENOMA AIP ALG5 ALG9 BICC1 CDKN1A CDKN1B CDKN2B CDKN2C DNAJB11 GANAB GPR101 IFT140 MEN1 PDE11A PKD1 PKD2 PRKAR1A HP_PITUITARY_HYPOTHYROIDISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PITUITARY_HYPOTHYROIDISM AIP AKT1 ARNT2 BAP1 BRAF CDH23 CTNNB1 FOXA2 GLI2 GLI3 HESX1 HID1 LEP LEPR LHX3 LHX4 MEN1 NF2 OTX2 PCSK1 PDGFB PIK3CA POMC POU1F1 POU3F4 PROP1 RBM28 SMARCB1 SMARCE1 SMO SOX3 SUFU TERT TMEM67 TRAF7 TRHR TSHB HP_PITUITARY_NULL_CELL_ADENOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PITUITARY_NULL_CELL_ADENOMA CDKN1A CDKN1B CDKN2B CDKN2C MEN1 HP_PITUITARY_PROLACTIN_CELL_ADENOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PITUITARY_PROLACTIN_CELL_ADENOMA AIP CDKN1A CDKN1B CDKN2B CDKN2C GPR101 MEN1 YY1 HP_PLACENTAL_ABRUPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PLACENTAL_ABRUPTION CD46 CFH CFI FANCF HELLPAR HP_PLAGIOCEPHALY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PLAGIOCEPHALY ADAR ADARB1 ADAT3 ADNP AFF4 AGO2 ALG12 ALX4 ANTXR1 ARID1B ARID2 ARX ATP2B1 ATP6V1B2 B3GALT6 BLTP1 BMP4 CA2 CACNA2D1 CAMK2A CASK CBFB CCDC47 CDC42BPB CDK13 CHAMP1 CHN1 CHSY1 CLCN3 CNOT3 COL11A1 COL11A2 COL25A1 CUX1 CYFIP2 DHX37 DLK1 DPYS DPYSL5 DYNC1H1 EFNB1 EHMT1 EIF5A EMC10 EML1 ERGIC1 ERMARD FAM20C FBXL4 FBXO11 FGFR2 FGFR3 FKTN FOCAD FOXP2 GRIA1 H3-3A H3-3B HEPHL1 HERC2 HNRNPH1 HNRNPK HRAS IFIH1 INPP5E KAT6A KIDINS220 KIF21A KMT2C KRAS LMX1B LSM11 MADD MAF MAFB MAPK1 MBTPS2 MED12 MED13L MEG3 MESD MN1 MYMK NALCN NEPRO NFIX NLGN4X NONO NRAS NRCAM PCGF2 PGAP2 PGAP3 PHF21A PHOX2A PIGA PIGL PIGO PIGQ PIGV PIGW PIGY PKDCC POLR2A PPP1R21 PPP2CA PPP2R1A PPP2R5D PPP3CA PRKAR1B PRUNE1 RAC1 RAC3 RFX7 RNASEH2A RNASEH2B RNASEH2C RNU12 RNU7-1 ROBO3 RTL1 SALL4 SAMHD1 SCYL2 SET SLC26A2 SMARCA2 SMC3 SPTBN1 STXBP1 SUPT16H TBC1D24 TBCD TCF12 TCF20 TP53RK TREX1 TRPM3 TUBA1A TUBB2B TUBB3 TWIST1 UGDH UNC80 USP7 WBP11 WDR35 ZBTB20 ZIC1 ZNF292 ZNF699 HP_PLATYBASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PLATYBASIA ARVCF COL1A1 COL1A2 COMT FLNB GP1BB HIRA JMJD1C LBR NOTCH2 NOTCH3 RREB1 SEC24C SH2B1 SIK3 TBX1 UFD1 HP_PLATYSPONDYLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PLATYSPONDYLY ABCC9 ACAN ACP5 ADA AGA AIFM1 ALPL ARSK ATP7A B3GALT6 B3GAT3 BGN BMP1 CANT1 CCN6 CFAP410 CHST3 COG4 COL10A1 COL11A1 COL11A2 COL1A1 COL1A2 COL2A1 COL9A1 COL9A2 COL9A3 COMP CREB3L1 CSF1R DDR2 DDRGK1 DHX37 DYM EIF2AK3 EXOC6B EXTL3 FGFR1 FGFR3 FKBP10 FLNA FLNB FN1 FUCA1 GALNS GLB1 GORAB GPX4 GUSB HDAC6 HSPG2 IDH1 IDH2 IFITM5 IFT43 INPPL1 KCNJ8 KDELR2 KIF22 LAMA5 LBR LFNG LRP5 LTBP3 MAN2B1 MATN3 MBTPS2 MIA3 MMP13 MRPS28 NANS NEK1 NEPRO OCRL P3H1 PAM16 PAPSS2 PCYT1A PLCB3 PLOD1 PLOD2 PLOD3 PMM2 PPIB PRKG2 PTH1R PYCR1 RAB33B RINT1 RMRP RNU4ATAC RPL13 RSPRY1 RUNX2 SEC24D SERPINH1 SFRP4 SGMS2 SLC25A24 SLC26A2 SLC29A3 SLC35D1 SLC39A13 SMAD4 SMARCAL1 SPARC TAPT1 TCIRG1 TMEM53 TNFRSF11A TONSL TRAPPC2 TRIP11 TRPV4 UFSP2 WNT1 XYLT1 XYLT2 HP_PLETHORA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PLETHORA ARMC5 ATRX BRAF CDH23 EPOR GNAS JAK2 NR3C1 SH2B3 TP53 USP48 USP8 VHL HP_PLEURAL_EFFUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PLEURAL_EFFUSION ACTA1 ACTN4 ADAMTS3 AGR2 ALG14 BAP1 BCL2 BCL6 BLTP1 BMP2 BRAF BTNL2 C4A CALCRL CAV1 CBL CCBE1 CCND1 CCR1 CD46 CFH CFI CFTR CTRC CYBB CYBC1 DEF6 DNASE1L3 EIF2AK4 EPHB4 ERAP1 FAS FAT4 FOXC2 FOXF1 FSHR GAA GPR35 HELLPAR HFE HLA-B HLA-DRB1 IFIH1 IFNGR1 IL10 IL12A IL12A-AS1 IL23R IL6 IRAK1 ITK KIF11 KLRC4 LACC1 LYST LZTR1 MAP2K1 MEFV MIF MST1 MTO1 MYD88 NR1H4 PIEZO1 PLVAP PRKAG2 PRSS1 PRSS2 PTPN11 RASA1 RIT1 SAT1 SCARB2 SCN4A SEMA4D SOX18 SPINK1 SPP1 STAT4 TAPT1 TCF4 TLR4 TSC1 TSC2 UBAC2 USP18 VPS51 ZNFX1 HP_PLEURITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PLEURITIS C4A CCR1 CTLA4 DNASE1 ERAP1 FAS FCGR2A FCGR2B HLA-B HLA-DPA1 HLA-DPB1 IFNGR1 IL10 IL12A IL12A-AS1 IL23R IRF4 KLRC4 MEFV NOD2 PRG4 PRTN3 PTPN22 STAT4 TLR4 TNFRSF1A TREX1 UBAC2 HP_PNEUMOCYSTIS_JIROVECII_PNEUMONIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PNEUMOCYSTIS_JIROVECII_PNEUMONIA CARD11 IKBKG IL21R TLR8 ZBTB24 HP_PNEUMONIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PNEUMONIA AASS ABCA3 ACADVL ACP5 ACTA1 ACTC1 ADA AFF4 ALG12 ALMS1 AP3B1 ARID1A ARID1B ARID2 ARPC1B ARSB ASAH1 ATP6V0A1 ATP6V1B2 B3GALT6 BLM BLNK BTK C3 C4B CACNA1C CARD11 CARMIL2 CASP8 CAVIN1 CCDC39 CCDC40 CD19 CD247 CD27 CD3D CD3E CD79B CD81 CDON CFAP410 CFB CFTR CHD7 CITED2 CLPB COL11A2 COL4A5 COL4A6 CR2 CREBBP CRLF1 CSF2RA CSF2RB CSPP1 CTLA4 CXCR4 CYBA CYBB CYBC1 DCLRE1C DDR2 DISP1 DLL1 DNAAF4 DNAH11 DNAI1 DNAI2 DNAJC21 DNMT3B DOCK2 DOCK8 DPF2 DRC1 DZIP1L EFEMP2 EFL1 EGFR ELANE EP300 EPM2A ERCC6 EXTL3 FANCF FBLN5 FBXW7 FCGR2A FCGR3B FCHO1 FGF8 FGFR1 FIG4 FMO3 FOCAD FOXH1 FOXN1 FOXP3 GALNS GAS1 GAS8 GATA4 GATA6 GBA1 GFI1 GIPC1 GLB1 GLI2 GNPTAB GRHL3 HACD1 HLA-DQA1 HLA-DQB1 HYDIN ICOS IDH1 IDS IFIH1 IFNGR1 IGBP1 IGHG2 IGHM IGKC IGLL1 IL12RB1 IL17RA IL21R IL2RG IL6ST IL7R IRF2BP2 IRF8 ITGA7 JAK3 KAT6A KCNJ6 KDM6A KIAA0586 KMT2D KNSTRN KPTN LAMA3 LAMB3 LAMC2 LAT LEP LIG4 LMNB1 LONP1 LRBA LRIF1 LRP12 LTBP1 LTBP3 LTBP4 MAN2B1 MAP3K20 MARS2 MASP2 MCIDAS MED25 MEGF10 MID1 MS4A1 MTHFD1 MTM1 MYH6 MYL2 MYO1H NADK2 NBN NCF1 NCF2 NDUFA6 NFIX NFKB1 NFKB2 NHLRC1 NIPBL NKX2-1 NKX2-5 NME5 NODAL NOS1 NOTCH2NLC NTRK1 ODAD1 ODAD2 ODAD4 ORC6 OSTM1 P4HTM PAFAH1B1 PANK2 PDHA1 PEPD PGM3 PIGA PIGN PIK3CD PIK3R1 PKHD1 PKP1 PLA2G6 PLCH1 PLOD1 PMM2 PNP POLA1 POLR3A PRKCD PTCD3 PTCH1 PTEN PURA RAC1 RAC2 RAG1 RAG2 RANBP2 REL RELB RFX7 RILPL1 RMRP RNF125 RNF168 RNU4ATAC RYR1 SAMD9 SBDS SCNN1A SCNN1B SCNN1G SDHD SELENON SERPINH1 SETBP1 SFTPB SFTPC SGCG SHH SIAH1 SIX3 SLC25A24 SLC35A1 SLC35C1 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCD2 SMARCE1 SMC1A SNAP29 SOX11 SOX4 SP110 SREBF1 SRP19 SRP54 STAG2 STAT3 STIL STK36 STK4 SYK TAF1 TBC1D24 TBCD TBX1 TBX20 TCF3 TCIRG1 TDGF1 TFG TGFB1 TGIF1 TIMM8A TK2 TLL1 TNFRSF11A TNFRSF13B TNFRSF13C TNFSF12 TONSL TPM2 TPM3 TREX1 UBB UNC119 USB1 USP26 VPS33A WAS WDR1 WDR19 WDR35 ZAP70 ZBTB24 ZBTB7A ZIC2 ZNF341 ZNF699 ZNFX1 HP_PNEUMOTHORAX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PNEUMOTHORAX ABL1 ACTA2 ADAMTS2 ADAMTS3 ATP6V1A ATP6V1E1 B3GALT6 BTNL2 CAV1 CEACAM3 CEACAM6 CFTR CHST14 CLCA4 CLPB COL3A1 DCTN4 DDR2 DSE DZIP1L EDNRA EFEMP2 ELN EXT1 EXT2 FBLN5 FBN1 FLCN FOXE3 GCLC GSTM3 HEY2 HFE HLA-DRB1 HMOX1 HRAS IPO8 KCNN4 LAMA3 LAMB3 LAMC2 LOX LTBP1 MAT2A MFAP5 MIF MYH11 MYLK PKHD1 PRKG1 SERPINA1 SFTPB SFTPC SLC11A1 SLC25A24 SLC26A9 SLC31A1 SLC34A2 SLC6A14 SLC9A3 SMAD2 SMAD3 SMAD4 STX1A TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 THSD4 TSC1 TSC2 TXNDC15 WARS2 HP_POIKILOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_POIKILOCYTOSIS ABCB6 ABCG8 ACSL4 ADAMTS13 AMMECR1 AMN ANK1 APOB CA2 CAD CALR CASK CDAN1 CDIN1 CFH CFHR1 CFHR3 CLPB CRIPT CUBN CYP4F22 EPB41 EPB42 G6PD GATA1 GP1BA GYPC HBB JAK2 KCNE5 KCNN4 KIF23 KLF1 MPIG6B MPL MTTP NHLRC2 PANK2 PIEZO1 PKLR RACGAP1 RHAG RHCE RHD SAR1B SC5D SLC19A1 SLC2A1 SLC4A1 SPTA1 SPTB STEAP3 TET2 TMPRSS6 TOR1A TRNT1 UMPS UROS VPS13A XK HP_POIKILODERMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_POIKILODERMA ANAPC1 BLM CD28 COL7A1 CTLA4 DDB2 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 FAM111B FERMT1 IARS2 LMNA LTV1 MTX2 POLH RECQL4 RNU7-1 TNFRSF1B USB1 XPA XPC HP_POINTED_CHIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_POINTED_CHIN ABL1 ACTB ACTG1 ANKRD11 AP4E1 ATP6V1A ATP6V1E1 BAZ1B BCL7B BCR BICRA BUD23 CAMTA1 CASZ1 CBFB CCDC8 CDH11 CDH2 CDK10 CHAMP1 CHD1 CHD8 CHRNG CLCN4 CLIP2 COL2A1 CRKL CUL7 DHX37 DNAJC30 DNM1L DOCK3 EIF4H ELN FGF3 FKBP6 FLNA FN1 FRA10AC1 GABRD GJA5 GJA8 GTF2I GTF2IRD1 GTF2IRD2 HRAS HS2ST1 HSPG2 INSR JARID2 KAT6A KCNAB2 KDM3B KIF11 KIFBP LIMK1 LMNB1 LUZP1 MADD MAN1B1 MAP3K7 MAPK1 MED12L MEIS2 MESD METTL27 MLXIPL MMP23B MRAS MYH3 NCF1 NFIX NGLY1 NOTCH2 NR2F1 NSD1 OBSL1 OTUD5 PDCD6IP PDGFRB PDPN PGM2L1 PIGB PIGU PLK4 PLOD3 POC1A POGZ POLR3A PORCN POU4F1 PRDM16 PRKCZ PRKG2 PUS7 RALA RERE RFC2 RMRP SCUBE3 SET SETBP1 SETD2 SHANK3 SIN3A SKI SLC37A4 SNX14 SPEN SPOP SPRED2 SPTBN1 STX1A TAF1 TAFAZZIN TBC1D7 TBL2 THOC6 TLK2 TMEM270 TMEM94 TRIP12 TTC5 TUBGCP4 TUBGCP6 UBE4B UGDH VPS37D YY1 ZEB2 ZNF148 ZNF292 ZNF526 HP_POLAR_CATARACT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_POLAR_CATARACT APC BBS2 COL4A3 CRYAB CRYGB EBP EPHA2 HS2ST1 HSF4 ITM2B MIR184 PEX5 PITX3 TAOK1 VIM ZBTB20 HP_POLLAKISURIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_POLLAKISURIA ALDH18A1 BNC2 DYSF FA2H FAR1 FMR1 HOGA1 NBN NOTCH2NLC HP_POLYARTICULAR_ARTHROPATHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_POLYARTICULAR_ARTHROPATHY CCN6 CD244 CIITA DMP1 ENPP1 IL10 IL36RN MEFV NFKBIL1 NLRP1 NLRP3 NOD2 PIK3CD PRG4 PTPN22 SLC22A4 STAT3 TNFAIP3 TNFRSF1A HP_POLYCLONAL_ELEVATION_OF_IGM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_POLYCLONAL_ELEVATION_OF_IGM GPR35 KLHDC8B MST1 MYD88 SEMA4D TCF4 HP_POLYCYSTIC_KIDNEY_DYSPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_POLYCYSTIC_KIDNEY_DYSPLASIA ALG9 ANKS6 ARVCF CDC73 COMT CPT2 DNAJB11 DYNC2H1 DZIP1L ESCO2 ETFA ETFB ETFDH EYA1 GANAB GATA3 GLIS3 GP1BB HIRA IFNG IFT43 JMJD1C KIAA0586 MKKS MKS1 NAA10 NEK1 NOTCH2 NPHP3 OFD1 PEX12 PEX2 PEX5 PKD1 PKD2 PKHD1 RNU4ATAC RREB1 SEC24C SHANK3 SIX1 SKIC2 SKIC3 SRCAP TBX1 TCTN2 TMEM107 TMEM218 TMEM231 TRIP11 TSC1 TSC2 TXNDC15 UFD1 WDR35 ZNF423 HP_POLYCYSTIC_LIVER_DISEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_POLYCYSTIC_LIVER_DISEASE ALG5 ALG9 BICC1 DNAJB11 GANAB IFT140 LRP5 PKD1 PKD2 PRKCSH SEC63 HP_POLYCYTHEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_POLYCYTHEMIA ACVRL1 BPGM CCND1 CYB5R3 EDNRB EGLN1 ENG EPAS1 EPO EPOR FH HBA1 HBA2 HBB JAK2 KCNN4 NAA10 PIEZO1 PKLR SH2B3 SLC30A10 SLC4A1 VHL HP_POLYDACTYLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_POLYDACTYLY ABCA12 ACOX1 ADNP AFF3 AHI1 AKT3 ALMS1 ALX3 ARL13B ARL3 ARL6 ARMC9 ARVCF B9D1 B9D2 BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BHLHA9 BLM BMP4 BMPR1B C2CD3 CASZ1 CBY1 CC2D2A CCDC22 CCDC28B CCND2 CD96 CDC45 CDCA7 CDKN1C CENPF CEP104 CEP120 CEP164 CEP19 CEP290 CEP41 CFAP418 CHD7 CHN1 CHST11 CHSY1 CIBAR1 CILK1 CNTNAP2 COG6 COLEC10 COMT CPLANE1 CPLX1 CRB2 CREBBP CSPP1 CTBP1 CTU2 DACT1 DDX59 DEAF1 DHCR7 DPYSL5 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLT2B DYRK1A EBP EFNB1 EFTUD2 EP300 EVC EVC2 EXTL3 FAM149B1 FANCB FANCD2 FBLN1 FGFR2 FGFRL1 FLI1 FLII FLNA FOXA2 GABRD GATA6 GDF5 GDF6 GJA1 GJA5 GJA8 GLI1 GLI2 GLI3 GP1BB GPC3 GPC4 H19 H3-3B HEATR3 HEPACAM HESX1 HIRA HMGA2 HNRNPK HOXA13 HOXD13 HSPG2 HYLS1 IFT140 IFT172 IFT27 IFT43 IFT52 IFT57 IFT74 IFT80 IFT81 IGF2 INPP5E INSR INTU IQCE IQSEC2 JMJD1C KATNIP KCNAB2 KIAA0586 KIAA0753 KIAA0825 KIF3B KIF7 LBR LETM1 LHX3 LHX4 LMBR1 LUZP1 LZTFL1 MAFB MAP3K20 MAPKAPK5 MBTPS2 MEGF8 MKKS MKS1 MMP23B NCAPG2 NEK1 NEK9 NELFA NEU1 NKX2-5 NKX2-6 NPHP1 NPHP3 NSD2 OFD1 OTUD5 OTX2 PDE6D PDPN PHF8 PIBF1 PIGG PIK3CA PIK3R2 PITX1 PLAA PLAG1 PNPLA6 PORCN POU1F1 PPP2R1A PRDM16 PRKACA PRKACB PRKCZ PROP1 PTCH1 PTEN PUF60 PURA RAB23 RAI1 RBBP8 RBM10 RERE RNU4ATAC RPGRIP1 RPGRIP1L RREB1 SALL1 SALL4 SC5D SCAPER SCLT1 SCNM1 SDCCAG8 SEC24C SETBP1 SETD5 SH2B1 SHH SKI SMO SMOC1 SPEN SPRED1 STAG2 SUCLG1 SUFU SYNGAP1 TASP1 TBX1 TBX3 TCTN1 TCTN2 TCTN3 TFAP2A TFAP2B TGFBR1 TGFBR2 TMCO1 TMEM107 TMEM138 TMEM216 TMEM218 TMEM231 TMEM237 TMEM67 TOGARAM1 TOPORS TRAF3IP1 TRIM32 TTC21B TTC26 TTC8 TWIST1 TXNDC15 UBE4B UFD1 UQCC2 USP9X VPS35L WASHC5 WDPCP WDR19 WDR35 WNT7A ZIC3 ZNF141 ZNF423 ZNF699 ZSWIM6 HP_POLYGENIC_INHERITANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_POLYGENIC_INHERITANCE A2ML1 ABCG8 ADRB3 AGRP APOL1 BAX BCR BMP4 CARTPT CFH CST3 ENPP1 FKBP5 FLT3 GHRL GNB1 HTR2A HTRA1 IRF6 NBN NLRP1 NR0B2 NUP214 POMC PPARG SDC3 SERPINH1 STOX1 TAL1 TAL2 TP53 TPH2 UCP3 HP_POLYHYDRAMNIOS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_POLYHYDRAMNIOS ABCC6 ACTA1 ACTG2 ADAMTS3 ADARB1 ADAT3 ADCY6 ADGRG6 AGRN AKT2 ALDH1A2 ALG12 ALG14 ALG9 ALPL AMER1 AMMECR1 ANO1 AQP2 ARVCF ASCC1 ASCL1 ASXL1 ASXL3 ATAD3A ATP1A2 ATP6V0A1 ATP6V1B2 AVPR2 B3GALT6 B3GLCT BICD2 BIN1 BRAF BSND BUB1 BUB1B BUB3 CALCRL CBL CCDC47 CD96 CDC42BPB CDK13 CEP57 CFL2 CHAT CHD7 CHRNA1 CHRND CHRNG CILK1 CLCN7 CLCNKA CLCNKB CLPB CNTN1 CNTNAP1 COASY COL11A2 COL13A1 COL2A1 COMT CRB2 CREBBP CSNK2A1 DHCR7 DIS3L2 DLK1 DMPK DNM2 DOK7 DPF2 DPH5 DPM2 DTYMK DYNC2I1 DYNC2I2 DYNC2LI1 DYRK1A EBP EGFR ENPP1 EP300 ERBB3 ERF ESCO2 EXT2 EXTL3 FANCB FANCF FGFR3 FH FIG4 FKBP14 FLNB FLVCR2 FOXE1 FOXF1 FUT8 GBA1 GBE1 GLDN GLE1 GP1BB GPC3 GPC4 GRM7 HACD1 HBA1 HBA2 HERC2 HIC1 HIRA HOXD13 HRAS HSD17B4 HSPG2 HYLS1 IBA57 IKZF1 INPPL1 IPO8 IRF6 ITGA6 ITGA7 ITGB4 JMJD1C KAT6B KBTBD13 KCNJ1 KCNJ6 KDM3B KIAA0586 KIDINS220 KIF21A KIF7 KLHL40 KLHL41 KMT2D KRAS LBR LMNA LMOD1 LMOD3 LONP1 LTBP3 LZTR1 MADD MAFB MAGED2 MAGEL2 MAMLD1 MAP2K2 MAP3K20 MDFIC MEG3 MKRN3 MOGS MSX1 MTHFR MTM1 MTMR14 MUSK MYCN MYF6 MYH11 MYH3 MYL1 MYL2 MYLK MYO9A MYOD1 MYPN NALCN NEB NECTIN1 NPAP1 NPC2 NPHP3 NRAS NRCAM NUP88 ODC1 OTUD5 OTX2 PAFAH1B1 PAICS PCGF2 PHACTR1 PHGDH PHOX2B PI4KA PIEZO1 PIGA PIGN PIGQ PIGY PLEC PLVAP PPP1CB PRDM13 PRMT7 PRRX1 PSAT1 PTH1R PWAR1 PWRN1 RAF1 RAPSN RET RHD RIT1 RMND1 RPL10 RPL11 RRAS2 RREB1 RSPO2 RTL1 RYR1 SCN4A SCN8A SCYL2 SEC24C SELENON SEMA3E SHOC2 SIN3A SKIC3 SLC12A1 SLC16A2 SLC18A3 SLC25A1 SLC25A12 SLC25A26 SLC25A46 SLC26A2 SLC26A3 SLC27A4 SLC2A1 SLC35D1 SLC5A7 SLC9A3 SMG9 SNAP25 SNORD115-1 SNORD116-1 SNRPB SOD1 SOS1 SOX17 SOX9 SPINT2 SPOP SPRED2 STRADA SYNE1 SYT2 SZT2 TAPT1 TBC1D24 TBCD TBX1 TFAM TMCO1 TNNC2 TOR1A TP63 TPM2 TPM3 TRAIP TRAPPC12 TRIP11 TRIP13 TRPV6 TSEN2 TSEN54 TTC26 TTC7A TUBA1A TWIST1 UFD1 VAC14 VAMP1 VANGL2 WDR35 WDR81 WNT3 YWHAE ZBTB42 ZC4H2 ZIC3 ZMPSTE24 ZNF699 HP_POLYMICROGYRIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_POLYMICROGYRIA ACTB ACTG1 ADGRG1 AHI1 AKT3 ARHGAP31 ARHGEF9 ARL13B ARL3 ARMC9 ATN1 ATP1A2 ATP1A3 ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 B3GALNT2 B4GAT1 B9D1 B9D2 BICD2 BMPER C2CD3 CBY1 CCDC88A CCND2 CDON CEP104 CEP120 CEP41 CILK1 COL18A1 COL25A1 COL3A1 COL4A1 COL4A2 CPLANE1 CPT2 CRPPA CSPP1 CUL4B DAG1 DEPDC5 DHCR24 DHX37 DISC1 DISP1 DLL1 DOCK6 DYNC1H1 EIF2AK2 EML1 EOMES ERCC1 ERMARD FBXO28 FDFT1 FGF8 FH FIG4 FKRP FKTN FLVCR2 FOXH1 GAS1 GLI2 GMPPB GNB1 GPHN GPSM2 GRIN1 HSD17B4 HYLS1 IBA57 IFT74 INPP5E KAT5 KATNB1 KATNIP KIAA0586 KIAA0753 KIF21A KIF26A KIF5C KIFBP KLHL15 LAGE3 LAMC3 LARGE1 LONP1 MAGEL2 MAN2C1 MAP1B MAPK8IP3 MBOAT7 MECP2 MICU1 MKS1 MN1 MTOR NANS NDN NEDD4L NODAL NPHP1 NPRL2 NPRL3 NSDHL OCA2 OCLN ODC1 OFD1 PAX6 PDE6D PDHA1 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PHOX2A PI4KA PIBF1 PIGB PIK3CA PIK3R2 POLR3A POMGNT1 POMGNT2 POMK POMT1 POMT2 PPFIBP1 PPP1R12A PTCH1 PTEN RAB18 RAB3GAP1 RAB3GAP2 RAC1 RECQL4 RNU4ATAC ROBO1 RPGRIP1L RTTN RXYLT1 SCN3A SF3B4 SHH SHMT2 SIN3A SIX3 SLC5A6 SMO SNAP29 SNRPN SON SRD5A3 SRPX2 STIL SUFU SUZ12 TBC1D20 TBC1D24 TCTN1 TCTN2 TCTN3 TDGF1 TGIF1 TMEM218 TMEM237 TMEM67 TMTC3 TMX2 TOGARAM1 TP53RK TRMT10C TRRAP TUBA1A TUBA8 TUBB TUBB2B TUBB3 TUFM USP18 VPS4A WDR62 WT1 ZEB2 ZIC2 ZNHIT3 HP_POLYMORPHIC_VENTRICULAR_TACHYCARDIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_POLYMORPHIC_VENTRICULAR_TACHYCARDIA CALM2 CASQ2 KCNJ2 KCNJ5 TECRL TRDN HP_POLYNEUROPATHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_POLYNEUROPATHY ABCD1 AIFM1 ALAD ARL6IP1 ATP7B ATXN10 CD59 COQ7 CYP7B1 DARS2 DGUOK DHH DMXL2 EDNRB ERCC6 ERCC8 FUCA1 GCLC GRM1 GSN HLA-DQA1 HLA-DQB1 HYCC1 LDB3 LITAF MT-ATP6 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MTRFR MYD88 MYOT NAGS NF1 NF2 NGLY1 OPA1 PDYN PEX11B PEX12 PEX7 PMM2 PRPS1 PSAP PSMC3 RPIA SEPTIN9 SETX SLC12A6 SNAP29 SPTBN1 SYNE1 TBC1D24 TMEM70 TTR UQCRC1 HP_POLYPHAGIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_POLYPHAGIA ABCC8 ADCY3 ADNP AGPAT2 ALMS1 ATP10A ATP5F1B BBS9 BRAF BSCL2 CASZ1 CHD8 CTNNB1 EZH2 FOXG1 GABRD GNAS GPR101 GRN HERC2 HNF1A HSPG2 HTT IFT74 IL6 ITPR3 KCNAB2 KCNJ11 LEP LEPR LUZP1 MAGEL2 MAN1B1 MAPT MBD5 MC4R MEN1 MKRN3 MMP23B MN1 MYT1L NDN NPAP1 NTRK2 OCA2 PCSK1 PDPN POMC PRDM16 PREPL PRKCZ PSEN1 PTPN22 PWAR1 PWRN1 RERE RFX7 SATB2 SETD2 SH2B1 SIM1 SKI SLC2A3 SLC3A1 SLC5A2 SNORD115-1 SNORD116-1 SNRPN SPEN SUPT16H TRANK1 UBE3A UBE4B UCP2 YY1 HP_POLYSPLENIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_POLYSPLENIA ACVR2B CCDC103 CCDC39 CCDC40 CCDC65 CCNO CDON CFAP221 CFAP298 CFAP300 CFAP45 CFAP74 CFC1 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAL1 DRC1 FOXJ1 GAS2L2 GAS8 GDF1 GPC3 GPC4 HYDIN LRRC56 MCIDAS MEGF8 MMP21 MYCN NEK10 NME5 NME8 NPHP3 ODAD1 ODAD2 ODAD3 ODAD4 OFD1 RAB23 RFWD3 RPGR RSPH1 RSPH3 RSPH4A RSPH9 SPAG1 SPEF2 STK36 TTC12 WDR35 YARS1 ZIC3 ZMYND10 HP_POLYURIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_POLYURIA AQP2 ATP1A1 AVPR2 BSND CASR CAV1 CLCNKA CLCNKB CLDN10 CLDN16 CTNS CYP24A1 FAM20A HNF1A IL6 ITPR3 KCNJ1 KCNJ10 KCNJ5 KL LZTFL1 MAGED2 NPHP1 NPHP3 NPHP4 PLVAP PTPN22 RRAGD SARS2 SLC12A1 SLC12A3 SLC34A1 SLC41A1 SLC5A2 SON TMEM67 HP_PONTOCEREBELLAR_ATROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PONTOCEREBELLAR_ATROPHY CCDC88C CLTC DPM1 FA2H LAMA2 RORA SETX VPS4A HP_POOR_APPETITE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_POOR_APPETITE ABL1 ACTA1 AMN ATRX BCR BLM BRCA1 BRCA2 CAMK2B CDKN2A CTNS CUBN DAXX GRB10 HACD1 IL18BP ITGA7 KRAS KRT1 KRT10 LEMD2 LIG3 MAP3K20 MGME1 MYL2 NAGS PALB2 PALLD PCCA PCCB PIK3R1 POLG RABL3 RHBDF2 RRM2B RUNX1 SELENON SLC25A13 SLC25A26 SLC2A2 SLC39A4 SMAD4 TGFB1 TP53 TPM2 TPM3 TRANK1 TYMP WLS HP_POOR_COORDINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_POOR_COORDINATION AFF2 APC2 ARL6 ATP9A BBS1 CARS1 CCDC28B CDC42BPB CREBBP EED ELN EP300 ERCC4 HSD17B10 HUWE1 KCNA1 KCND3 LZTFL1 MLXIPL MTR NAA20 NIPA1 NIPA2 NSD1 PDE2A RNF168 SETD2 SIM1 SLC25A15 SLC6A8 SYNGAP1 TANGO2 TBC1D23 TCF20 TRANK1 TUBG1 TXN2 YWHAG HP_POOR_FINE_MOTOR_COORDINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_POOR_FINE_MOTOR_COORDINATION ACTA1 ADGRV1 ALMS1 ATP9A CUX1 CXCR4 DARS2 DCC DLK1 DMPK DNAL4 EZH2 FMR1 FOCAD FOXP2 FXN GABRA1 GABRD GABRG2 GDAP1 GNB5 GNE HCN1 HERC2 HTT KBTBD13 KLHL41 MAGEL2 MEG3 MFN2 MKRN3 MMACHC MTRFR MYPN NEB NPAP1 NTN1 PCDH19 PDHX PIEZO2 PPP2R2B PRNP PWAR1 PWRN1 RAD51 RAI1 RDH11 RNU12 RTL1 SBF2 SCN1A SCN1B SCN2A SCN9A SLC2A3 SLC30A10 SNORD115-1 SNORD116-1 STX1B THG1L TPM2 TPM3 VCP ZEB2 HP_POOR_GROSS_MOTOR_COORDINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_POOR_GROSS_MOTOR_COORDINATION CAMTA1 CLN5 DCX FKRP FOXP2 GDAP1 GMPPB HERC2 KCNQ2 LARGE1 MAGEL2 MKRN3 NPAP1 PDHX POMT1 POMT2 PWAR1 PWRN1 SNORD115-1 SNORD116-1 HP_POOR_HEAD_CONTROL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_POOR_HEAD_CONTROL AARS1 ACTA1 ACTL6B ADCY5 ADNP AGRN AHCY ALG13 ALG14 ALG2 AP3B2 AP3D1 ARV1 ARX ASPA ATP1A2 ATP1A3 ATP6V1A ATP7A BOLA3 CACNA1A CACNA1B CACNA1G CACNA2D1 CAMK2B CAMLG CASK CDK19 CDKL5 CELF2 CHAT CHRNB1 CHRND CLP1 CLTC CNKSR2 COG8 COL13A1 COLQ COX4I1 CPLX1 CYFIP2 DAG1 DALRD3 DHDDS DHFR DHX16 DMXL2 DNM1 DPAGT1 DPM2 EARS2 EBF3 EEF1A2 ELP2 EXOSC3 EXOSC9 FARS2 FBXO28 FGF12 FGF13 FHL1 FKBP14 FKRP FOXRED1 FZR1 GABBR2 GABRA2 GABRA5 GABRB2 GABRG2 GALC GEMIN4 GFM2 GFPT1 GJC2 GM2A GMPPB GNAO1 GNB5 GNPTAB GPHN GRIN1 GRIN2A GRIN2D GRM7 HACD1 HCN1 HEXA HIVEP2 HPRT1 HSD17B10 HSPD1 IFIH1 IFT140 INPP5E IREB2 ITGA7 KCNA1 KCNA2 KCNB1 KCNC2 LAMB2 LGI4 LMNA LYRM4 MAP3K20 MDH2 MEGF10 MFSD2A MICOS13 MPZ MRPS25 MT-ND1 MT-ND2 MT-ND3 MYH7 MYL2 MYO9A MYPN NACC1 NADK2 NDE1 NDUFA1 NDUFA10 NDUFA11 NDUFA13 NDUFA6 NDUFA8 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB9 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NECAP1 NEUROD2 NGLY1 NONO NTRK2 NUBPL NUS1 OSTM1 PACS2 PAFAH1B1 PARS2 PCLO PET100 PHACTR1 PIEZO2 PIGF PIGP PIGQ PLP1 PMPCB PNKP PNPT1 POMK PPP3CA PSAP PTS RALGAPA1 RARS1 RARS2 SCN1B SCN2A SCN3A SCN8A SDHA SDHAF1 SDHB SDHD SELENON SIK1 SLC13A5 SLC16A2 SLC18A2 SLC18A3 SLC1A2 SLC25A1 SLC25A12 SLC25A22 SLC32A1 SLC35A2 SLC38A3 SLC39A8 SLC5A6 SLC5A7 SMN1 SNAP25 SNAP29 SPTBN2 SPTBN4 SUCLG1 SYNGAP1 SYNJ1 SYT2 SZT2 TIMMDC1 TMEM126B TMEM63A TNNT1 TPM2 TPM3 TRAK1 TREX1 TRIM8 TRIP4 TTN UBA5 UFC1 VAMP1 VARS1 VPS50 WARS2 WWOX YWHAG ZNF526 HP_POOR_MOTOR_COORDINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_POOR_MOTOR_COORDINATION AASS ACTA1 ADGRV1 ALMS1 ATP7B ATP9A BMPR1B BSCL2 CAMTA1 CLN5 CUX1 CXCR4 DARS2 DCC DCX DLK1 DMPK DNAL4 EZH2 FKRP FMR1 FOCAD FOXP2 FXN GABRA1 GABRD GABRG2 GCDH GDAP1 GMPPB GNB5 GNE HCN1 HERC2 HTT KBTBD13 KCNQ2 KLHL41 LARGE1 MAGEL2 MEG3 MFN2 MKRN3 MMACHC MTRFR MYPN NEB NPAP1 NTN1 PCDH19 PDHX PIEZO2 PMPCA POMT1 POMT2 PPP2R2B PRNP PWAR1 PWRN1 RAD51 RAI1 RDH11 RNU12 RTL1 SBF2 SCN1A SCN1B SCN2A SCN9A SIN3A SLC2A3 SLC30A10 SNORD115-1 SNORD116-1 STX1B THG1L TPM2 TPM3 VCP VPS13A ZEB2 HP_POOR_SPEECH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_POOR_SPEECH ADK ADPRS ALG9 AP1S2 AP4B1 AP4E1 AP4M1 AP4S1 APC2 ASPA ATAD3A ATP10A ATP1A1 ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 BRF1 CAD CAMK2G CASZ1 CCDC22 CDC42 CDON CHKB CHMP1A CHMP2B CHSY1 CIC CLIC2 CNTNAP2 COG8 CSF1R CTNNB1 DAG1 DIAPH1 DISP1 DLAT DLL1 DOCK7 DYM DYRK1A EIF2S3 EXT2 FBXL3 FDXR FGF12 FGF8 FGFR1 FKRP FMN2 FOXH1 FOXP2 FOXRED1 FRMD4A GABRD GAMT GAS1 GATA4 GATAD2B GJC2 GLI2 GMPPB GNPTAB GPR88 GRN GUSB HDAC8 HEPHL1 HNRNPK HS6ST2 HSPG2 IFNG INPP5E IQSEC2 KANSL1 KAT6A KCNAB2 KIF14 KIF15 KMT2B LARGE1 LAS1L LRPPRC LUZP1 MAN1B1 MAPT MED13L MED25 MID1 MID2 MMP23B MRPS2 MTO1 NAA20 NAGS NALCN NDST1 NDUFA13 NDUFA6 NDUFS1 NGLY1 NODAL NONO NUBPL OCA2 ODC1 OPHN1 PAK1 PAK3 PDPN PIGC PIGH PLCH1 PLPBP POMK POMT1 POMT2 PPP1R15B PPP2R1A PPP2R5D PRDM16 PRKCZ PSEN1 PTCH1 PUS3 PYCR2 RAB39B RAC1 RERE RILPL1 RLIM RNASET2 RTTN SARDH SASS6 SATB2 SET SHH SIX3 SKI SLC19A3 SLC35A1 SLC39A14 SLC39A8 SLC6A17 SMARCA2 SMC1A SMC3 SNAP25 SNRPN SOBP SPEN SQSTM1 STAG2 STIL SYNGAP1 SYT1 TAF2 TAF6 TBCD TBCK TDGF1 TELO2 TGIF1 TMEM106B TRAPPC10 TRAPPC11 TREM2 TRIO TRMT10A TRMT5 TRRAP TSC1 TSC2 TUBB3 TUBB4A UBE2A UBE3A UBE4B UNC80 UQCC2 VCP VLDLR VPS11 WDR45 WDR73 WIPI2 YME1L1 ZEB2 ZIC2 ZNF148 HP_POOR_SUCK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_POOR_SUCK AASS AGRN ALG12 ARHGAP29 ARHGEF38 ARID1A ARV1 ASPA ATP6V0A1 ATP6V1B2 ATP7A ATPAF2 ATRX BMP4 BRAF CBL CDH1 CDON CHAT CHRNA1 CHRNB1 CHRND CHRNE CNTN1 COBLL1 COL13A1 COL2A1 COLQ DHCR7 DISP1 DLG1 DLK1 DLL1 DLX4 DPYD DST DYRK1A ECHS1 FGF8 FGFR1 FOXH1 GAS1 GGPS1 GLI2 GLRA2 GNB2 GRHL3 HADHA HADHB HERC2 HRAS HTRA2 IDH1 IRF6 KIF5A KMT5B LAMB2 LYRM4 MAGEL2 MECP2 MEG3 MKRN3 MSX1 MT-TE MTM1 MYO9A NAA20 NADK2 NDUFS8 NECTIN1 NODAL NONO NPAP1 NUDT2 NUP214 OCA2 PDGFRA PEX12 PEX19 PEX2 PEX5 PLAA PLCH1 POGZ PPP1R21 PQBP1 PTCH1 PTPN23 PTS PWAR1 PWRN1 RAPSN RARS2 RERE RHBDF2 RIC1 RTL1 SATB2 SEPSECS SHH SIK1 SIM1 SIX3 SLC18A3 SLC25A1 SLC25A19 SLC25A22 SLC52A1 SLC5A7 SMARCB1 SMARCC2 SMC1A SNAP25 SNORD115-1 SNORD116-1 SNRPN SOX11 SPTBN1 SPTBN4 STAG2 STIL SYT2 TALDO1 TBC1D24 TDGF1 TGIF1 TP63 TRIO TRMT10C TRMU TSEN15 TSEN2 TSEN34 TSEN54 TSFM UBA1 UBB UBE3A UGP2 UQCRC2 USP7 VAMP1 VRK1 ZIC2 ZNF699 HP_POOR_WOUND_HEALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_POOR_WOUND_HEALING ADAMTS2 AEBP1 AIP ATL1 ATL3 ATRX BGN BRAF C1R CD46 CDH23 CEP104 CFH CFI COL12A1 COL1A1 COL1A2 COL5A1 COL5A2 DDR2 DPP9 DSE ELN F13A1 F13B F8 FBLN5 GBA1 GJA1 HELLPAR ITGB2 KIF22 LMNA NGF NR3C1 NTRK1 PLOD1 RAC2 SCN11A SERPINE1 SPTLC1 SPTLC2 TNXB TP53 USP48 USP8 HP_POPLITEAL_PTERYGIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_POPLITEAL_PTERYGIUM BHLHA9 CHRNG CHUK GPC6 IRF6 MYH3 PITX1 RIPK4 HP_PORENCEPHALIC_CYST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PORENCEPHALIC_CYST ADAR ARHGAP31 COL4A1 COL4A2 COLGALT1 CPLANE1 DLL4 DOCK6 EOGT FGFR1 GPX4 HRAS IFIH1 KIF1A KRAS LAMB1 LSM11 NOTCH1 NRAS OFD1 PLOD3 RBPJ RNASEH2A RNASEH2B RNASEH2C RNU7-1 SAMHD1 SNRPB TCTN3 TREX1 ZNHIT3 HP_POROKERATOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_POROKERATOSIS ANAPC1 FDPS MVD MVK PMVK RECQL4 RNU12 SLC17A9 HP_PORPHYRINURIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PORPHYRINURIA CPOX GATA1 HMBS PPOX SLCO1B1 SLCO1B3 UROD UROS HP_PORTAL_FIBROSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PORTAL_FIBROSIS ABCB4 ABCD3 ADK ARG1 ATP7B CC2D2A CEP83 DCDC2 MYO5B PHKA2 PHKG2 PYGL RPGRIP1L SLC25A13 UNC45A WDR35 HP_PORTAL_INFLAMMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PORTAL_INFLAMMATION ABCB4 FADD FOCAD MED12 SLC25A13 HP_PORTAL_VEIN_THROMBOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PORTAL_VEIN_THROMBOSIS CTNNB1 JAK2 KCNN4 MET MPL NOTCH1 PIEZO1 PIGM SERPINC1 SLC4A1 TET2 HP_POSITIONAL_FOOT_DEFORMITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_POSITIONAL_FOOT_DEFORMITY ABHD16A ACTA1 ADAT3 ADGRG6 ALDH18A1 ALDH1A2 ALG12 ALG14 ALG3 ALG8 ALG9 AMER1 AMMECR1 ANK1 AP4B1 AP4E1 AP4M1 AP4S1 APC2 ARHGAP31 ARSI ARVCF ATAD1 ATAD3A ATP6V0A2 ATP6V1A ATP6V1E1 ATR ATRX B3GALT6 B3GAT3 B4GALT7 B9D1 B9D2 BAP1 BCOR BICD2 BIN1 BLTP1 BMPER BMPR1B BRD4 BRPF1 C12orf57 CACNA1B CACNA1C CANT1 CC2D2A CCBE1 CCDC47 CCNQ CD96 CEP290 CEP55 CHD7 CHMP1A CHN1 CHRM3 CHRNG CHST14 CHST3 CILK1 CLCN3 CLTCL1 CNTNAP1 COASY COG1 COG4 COG8 COL12A1 COL1A1 COL1A2 COL2A1 COL3A1 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 COLQ COMT COQ8A CPLX1 CREBBP CRIPT CRLF1 CSPP1 CTBP1 CTDP1 CTH CTNNA2 CTU2 DCHS1 DES DGCR2 DGCR6 DGCR8 DHCR24 DHCR7 DHX16 DLAT DLL4 DMPK DOCK6 DOK7 DONSON DPYS DSE DST DYM DYNC1H1 DYNC2H1 EBP ECEL1 EDEM3 EED EEF1A2 EHMT1 EIF2S3 EIF4A3 ELN ENTPD1 EOGT EP300 ERBB2 ERCC1 ERCC2 ERCC5 ERCC6 ERGIC1 ERMARD ESCO2 ESS2 EVC EVC2 EXT1 EZH2 FA2H FANCL FAT4 FBLN5 FBN1 FBN2 FBXO7 FGD1 FGD4 FGFRL1 FHL1 FIBP FKBP10 FKBP14 FKTN FLI1 FLNA FLNB FLVCR2 FOXG1 FUZ GAD1 GAN GCH1 GDAP1 GDF5 GJA5 GJA8 GLB1 GLDN GLE1 GLI3 GNPTAB GORAB GP1BB GPC3 GPC4 GPX4 GRIA2 GSC GTPBP2 GUSB GZF1 H1-4 HAAO HACD1 HACE1 HBA1 HBA2 HDAC8 HIRA HK1 HNRNPK HRAS HSD17B4 HSPB1 HSPG2 HYLS1 IFIH1 IGHMBP2 IHH IL6ST IMPDH2 IPO8 IRF6 ITGA7 ITGA8 JMJD1C JPH1 KANSL1 KAT6B KDM5C KIDINS220 KIF1A KMT5B KY KYNU L1CAM LAMA5 LAMB2 LBR LETM1 LGI4 LIFR LIMS2 LMBR1 LMBRD1 LMNA LMX1B LONP1 MAFB MAN2B1 MAN2C1 MAP3K20 MAP3K7 MAPK1 MCTP2 MED13L MEGF10 MEGF8 MET MFN2 MFSD2A MKS1 MPZ MSX1 MTMR2 MTRFR MTTP MUSK MYBPC1 MYH3 MYH7 MYH8 MYL11 MYL2 MYMK MYMX MYO9A MYPN MYT1L NADSYN1 NALCN NDE1 NDRG1 NEB NECTIN1 NEDD4L NEFL NEK8 NEK9 NELFA NIPBL NKAP NKX3-2 NOTCH1 NR4A2 NSD1 NSD2 NT5C2 ORC1 ORC6 OTUD5 OTUD6B PAICS PDHA1 PEX1 PEX2 PEX26 PEX5 PI4KA PIEZO2 PIGB PIGG PIGL PITX1 PLA2G6 PLEKHG5 PLK4 PLOD1 PLOD2 PLOD3 PLXND1 PMP22 POLR3A POLR3GL POLRMT POR PPP3CA PRUNE1 PSAT1 PTEN PTRH2 PUF60 PYCR1 RAB11B RAB23 RAB3GAP2 RAD21 RAI1 RBM10 RBM8A RBPJ RECQL4 REEP1 REV3L RINT1 RIPK4 ROBO1 RPGRIP1 RPGRIP1L RREB1 RSPO2 RUSC2 RYR1 RYR3 SALL1 SALL4 SAMD9 SATB2 SBF2 SC5D SCARF2 SCN4A SCYL1 SEC24C SEC31A SELENON SEMA3E SETBP1 SETD2 SF3B4 SH3PXD2B SH3TC2 SHROOM4 SKI SLC25A19 SLC26A2 SLC31A1 SLC35A2 SLC35D1 SLC6A9 SMAD3 SMARCA2 SMARCAL1 SMC1A SMC3 SMOC1 SMS SNCA SNIP1 SNRPN SNX14 SOX9 SPECC1L SPEG SPTBN1 STAC3 STXBP1 SUZ12 SYNE1 SYT1 TAF1 TAF8 TAFAZZIN TBC1D23 TBX1 TBX15 TBX4 TCTN1 TCTN2 TCTN3 TFE3 TGDS TGFB2 TGFB3 TGFBR1 TGFBR2 TH TMCO1 TMEM107 TMEM216 TMEM231 TMEM237 TMEM67 TMTC3 TNNI2 TNNT3 TOR1A TP63 TPM2 TPM3 TRAIP TRIM2 TRIP11 TRPM3 TRPS1 TRPV4 TSPOAP1 TTN TWIST1 TWIST2 TXNDC15 UBE2A UFD1 UNC80 USP8 VANGL1 VAPB VIPAS39 VPS33B VRK1 VWA1 WARS2 WDR73 WNT7A YME1L1 ZC4H2 ZFYVE27 ZIC3 ZNF148 ZNF699 ZSWIM6 HP_POSITIVE_ROMBERG_SIGN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_POSITIVE_ROMBERG_SIGN CAMTA1 FLVCR1 IRF2BPL KNSTRN LITAF MFN2 MTTP NEFL OPA3 PDXK PIK3CD PLD3 POLG POLR3A POU4F1 RFC1 RIPOR2 RNASEH1 RNF170 SH3TC2 SPG11 TBP TTPA TTR TWNK XRCC1 HP_POSTAXIAL_FOOT_POLYDACTYLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_POSTAXIAL_FOOT_POLYDACTYLY ARL6 B9D1 B9D2 BBS1 BBS12 BBS2 BBS9 BMP4 C2CD3 CC2D2A CCDC28B CD96 CEP120 CEP290 CIBAR1 CSPP1 DDX59 DHCR7 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLT2B EVC EVC2 EXTL3 GLI3 HOXD13 IFT140 IFT172 IFT27 IFT74 IFT80 INPP5E IQCE KIAA0753 KIAA0825 KIF7 LBR LMBR1 LZTFL1 MKKS MKS1 NEK1 NPHP3 OTUD5 PDE6D PLAA PRKACB RPGRIP1 RPGRIP1L SC5D SCNM1 SETD5 SMO SMOC1 SUFU TCTN1 TCTN2 TCTN3 TMEM107 TMEM216 TMEM231 TMEM237 TMEM67 TTC21B TXNDC15 WDR19 ZNF141 HP_POSTAXIAL_HAND_POLYDACTYLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_POSTAXIAL_HAND_POLYDACTYLY AKT3 ALX3 ARL6 ARMC9 B9D1 B9D2 BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BHLHA9 BMPR1B C2CD3 CC2D2A CCDC28B CCND2 CD96 CEP120 CEP19 CEP290 CFAP418 CIBAR1 CPLANE1 CSPP1 DDX59 DHCR7 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLT2B EVC EVC2 FGFR2 FLNA GDF5 GLI2 GLI3 GPC3 GPC4 HOXA13 HYLS1 IFT140 IFT172 IFT27 IFT74 IFT80 INPP5E IQCE KIAA0753 KIAA0825 KIF7 LBR LMBR1 LZTFL1 MBTPS2 MEGF8 MKKS MKS1 NEK1 NPHP1 OFD1 OTUD5 PDE6D PIK3R2 PLAA PORCN PRKACB RAB23 RPGRIP1 RPGRIP1L SC5D SCAPER SCLT1 SCNM1 SDCCAG8 SETBP1 SMO SMOC1 SUFU TBX3 TCTN1 TCTN2 TCTN3 TGFBR1 TMCO1 TMEM107 TMEM216 TMEM231 TMEM237 TMEM67 TRIM32 TTC21B TTC8 TXNDC15 WDPCP WDR19 WDR35 WNT7A ZNF141 HP_POSTAXIAL_POLYDACTYLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_POSTAXIAL_POLYDACTYLY AKT3 ALX3 ARL6 ARMC9 B9D1 B9D2 BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BHLHA9 BMP4 BMPR1B C2CD3 CC2D2A CCDC28B CCND2 CD96 CEP120 CEP19 CEP290 CFAP418 CHST11 CIBAR1 CILK1 COG6 CPLANE1 CRB2 CSPP1 CTU2 DDX59 DHCR7 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLT2B EBP EVC EVC2 EXTL3 FGFR2 FLNA GATA6 GDF5 GDF6 GLI1 GLI2 GLI3 GPC3 GPC4 H3-3B HNRNPK HOXA13 HOXD13 HYLS1 IFT140 IFT172 IFT27 IFT43 IFT52 IFT57 IFT74 IFT80 IFT81 INPP5E INTU IQCE KIAA0586 KIAA0753 KIAA0825 KIF3B KIF7 LBR LMBR1 LZTFL1 MBTPS2 MEGF8 MKKS MKS1 NCAPG2 NEK1 NKX2-5 NKX2-6 NPHP1 NPHP3 OFD1 OTUD5 PDE6D PIK3R2 PLAA PORCN PPP2R1A PRKACA PRKACB RAB23 RBBP8 RBM10 RPGRIP1 RPGRIP1L SC5D SCAPER SCLT1 SCNM1 SDCCAG8 SETBP1 SETD5 SMO SMOC1 SUFU SYNGAP1 TBX1 TBX3 TCTN1 TCTN2 TCTN3 TGFBR1 TGFBR2 TMCO1 TMEM107 TMEM216 TMEM218 TMEM231 TMEM237 TMEM67 TOGARAM1 TRIM32 TTC21B TTC26 TTC8 TXNDC15 UQCC2 USP9X WDPCP WDR19 WDR35 WNT7A ZNF141 HP_POSTERIORLY_ROTATED_EARS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_POSTERIORLY_ROTATED_EARS ACAN ACTG2 ADAMTS18 ADNP AFF4 AHI1 ALG9 ALX1 ALX3 AMER1 ANKRD11 AP1G1 AP3B1 ARID1B ARID2 ARL6 ASXL1 ASXL2 ASXL3 ATN1 ATRX B3GALNT2 B3GALT6 B3GLCT B4GAT1 B9D1 B9D2 BAZ1B BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCL11B BCL7B BCOR BICRA BLTP1 BMP2 BMP4 BRAF BRD4 BUB1 BUB1B BUB3 BUD23 C2CD3 CAMKMT CAMTA1 CANT1 CASZ1 CBL CC2D2A CCNK CD96 CDC42 CDC45 CDC6 CDH11 CDH2 CDK10 CDK13 CDT1 CEP120 CEP19 CEP290 CEP41 CEP57 CFAP418 CHD5 CHD7 CHD8 CHMP1A CHST14 CLCN3 CLIP2 COG1 COG5 COL11A2 COL2A1 COL4A1 COX7B CPLANE1 CPLX1 CPT2 CRPPA CSGALNACT1 CSPP1 CTBP1 CTCF CTNND2 DAG1 DDR2 DHCR24 DHCR7 DHODH DHX16 DHX30 DIS3L2 DLK1 DLL3 DNAJC30 DOK7 DPF2 DSE DVL1 DVL3 EBF3 EBP ECE1 EDN1 EED EIF3F EIF4H ELN EP300 ERCC1 ERMARD ESCO2 EXOSC2 EXT1 EZH2 FAM149B1 FAM20C FBN1 FBXO11 FDFT1 FGD1 FGFR1 FGFR2 FHL1 FKBP6 FKRP FKTN FLI1 FLNA FN1 FRA10AC1 FRAS1 FREM1 FREM2 FRMD4A FZD2 GABRD GALNT2 GBA1 GLE1 GLI3 GMNN GNAI3 GNB1 GPC3 GPC4 GPC6 GPRASP2 GPT2 GPX4 GRIP1 GTF2I GTF2IRD1 GTF2IRD2 H3-3A H4C9 HBA1 HBA2 HDAC8 HERC1 HES7 HOXB1 HOXD13 HRAS HS2ST1 HS6ST2 HSPG2 HUWE1 HYLS1 IFT140 IFT172 IFT27 IFT74 IL6ST INPP5E INPPL1 IPO8 ITCH KAT6A KAT6B KCNAB2 KCNH1 KCTD1 KDM4B KDM6A KIAA0586 KIAA0753 KIF21A KIF7 KMT2B KMT2D KRAS LARGE1 LETM1 LFNG LIG4 LIMK1 LRP2 LUZP1 LZTFL1 LZTR1 MAB21L1 MAD1L1 MAF MAP1B MAP2K1 MAP2K2 MAP3K7 MAPK1 MAPRE2 MBTPS1 MED12 MEG3 MEGF8 MESD MESP2 METTL27 METTL5 MGAT2 MID1 MITF MKKS MKS1 MLXIPL MMP23B MN1 MPDZ MRAS MRPS14 MRPS22 MRPS28 MUSK MVK MYCN MYH3 MYMX MYOD1 NAA10 NAA20 NALCN NCF1 NELFA NF1 NFIX NIPBL NOTCH3 NPHP1 NRAS NRCAM NSD1 NSD2 NSDHL NSRP1 NSUN2 NUP88 NXN OCRL OFD1 ORC1 ORC4 ORC6 OTUD5 OTX2 PAX7 PDE4D PDE6D PDPN PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PHOX2B PIEZO2 PIGB PIGG PIGN PIGS PIGU PIGV PLAA PLCB4 PNPLA6 POC1A POGZ POLE POLR3A POMGNT1 POMGNT2 POMK POMT1 POMT2 PPM1B PPM1D PPP1CB PPP2R3C PRDM16 PREPL PRKAR1B PRKCZ PRRX1 PTPN11 PUF60 PYCR1 QARS1 RAB18 RAB3GAP1 RAB3GAP2 RAD21 RAF1 RAI1 RALA RAPSN RASA2 RBM10 RBM8A RECQL4 RERE RFC2 RFX7 RIPPLY2 RIT1 RMRP RNU4ATAC ROR2 RPGRIP1 RPGRIP1L RPS26 RPS28 RRAS RRAS2 RTL1 RTTN RUSC2 RXYLT1 SATB1 SATB2 SCAPER SCARF2 SCLT1 SDCCAG8 SEMA3E SEMA5A SET SF3B4 SHOC2 SIAH1 SIX2 SKI SLC18A3 SLC25A24 SLC26A2 SLC3A1 SMAD2 SMARCA2 SMARCD2 SMC1A SMC3 SMG8 SMG9 SMOC1 SMPD4 SNRPB SOD1 SOS1 SOS2 SOX11 SOX4 SOX5 SPEN SPOP SPRED1 SPRED2 SRCAP SRY STX1A SUPT16H SUZ12 TAPT1 TBC1D20 TBCE TBL1XR1 TBL2 TBR1 TBX15 TCF20 TCTN1 TCTN2 TCTN3 TFAP2A TFE3 TGDS TLK2 TMCO1 TMEM107 TMEM138 TMEM165 TMEM216 TMEM231 TMEM237 TMEM270 TMEM67 TMEM94 TOGARAM1 TOPORS TRIM32 TRIP13 TRPS1 TRPV4 TRRAP TTC8 TUBA1A TUBB TXNDC15 UBE4B UMPS UNC80 USP9X VPS37D WAC WDPCP WNT5A XYLT1 XYLT2 YY1 ZC4H2 ZEB2 ZMYM2 ZNF148 ZNF423 ZNF699 HP_POSTERIOR_BLEPHARITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_POSTERIOR_BLEPHARITIS GATA1 GJB2 GJB6 MBTPS2 SREBF1 UROD UROS HP_POSTERIOR_FOSSA_CYST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_POSTERIOR_FOSSA_CYST ABAT CSPP1 DPH1 DPH2 ERCC5 FGFR2 FKRP FKTN GDF6 LARGE1 PDGFRB PLCH1 POMT1 POMT2 PUF60 SNORD118 VSX1 WASHC5 HP_POSTERIOR_HELIX_PIT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_POSTERIOR_HELIX_PIT CDKN1C EP300 GPC3 GPC4 IGF2 KCNQ1 KCNQ1OT1 HP_POSTERIOR_PHARYNGEAL_CLEFT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_POSTERIOR_PHARYNGEAL_CLEFT CD19 CD81 CR2 ICOS IRF2BP2 MID1 MS4A1 NFKB1 NFKB2 PRKCD TNFRSF13B TNFRSF13C TNFSF12 HP_POSTERIOR_PITUITARY_DYSGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_POSTERIOR_PITUITARY_DYSGENESIS ADGRG1 CDON DYRK1A ERF FOXA2 GLI2 GPR161 HESX1 KIAA0753 LHX3 LHX4 MTHFR OTX2 PI4KA POU1F1 PROKR2 PROP1 PUF60 ROBO1 SOX3 SRPX2 TBX3 VANGL2 WDR11 HP_POSTERIOR_PLAGIOCEPHALY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_POSTERIOR_PLAGIOCEPHALY ADNP ALG12 CACNA2D1 CAMK2A CDC42BPB GRIA1 RFX7 HP_POSTERIOR_POLAR_CATARACT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_POSTERIOR_POLAR_CATARACT APC BBS2 CRYAB EPHA2 ITM2B PITX3 VIM ZBTB20 HP_POSTERIOR_RIB_CUPPING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_POSTERIOR_RIB_CUPPING BGN COL11A1 DDR2 INPPL1 MATN3 HP_POSTERIOR_STAPHYLOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_POSTERIOR_STAPHYLOMA ARL2 BEST1 CFAP410 HADHA IMPG2 MC1R OCA2 PIGT HP_POSTERIOR_SUBCAPSULAR_CATARACT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_POSTERIOR_SUBCAPSULAR_CATARACT ADAMTS18 ALMS1 ARL2BP ARL3 CFAP410 CHMP4B CNBP EYS GJA8 IDH3B IMPDH1 IMPG2 LCA5 LRAT NF2 NR2E3 OAT OFD1 OPA3 PDE6A POLR3GL PRPF6 RBP3 REEP6 RPE65 SCAPER SPATA7 SPRTN TONSL TULP1 UNC45B XYLT2 ZNF408 HP_POSTERIOR_SYNECHIAE_OF_THE_ANTERIOR_CHAMBER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_POSTERIOR_SYNECHIAE_OF_THE_ANTERIOR_CHAMBER ADAMTS17 ATOH7 CYP1B1 FOXC1 FOXE3 HMX1 LARGE1 LCA5 LRAT MIR204 RPE65 SPATA7 HP_POSTERIOR_UVEITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_POSTERIOR_UVEITIS BCL10 BIRC3 FOXP1 MALT1 NOD2 HP_POSTEXERTIONAL_SYMPTOM_EXACERBATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_POSTEXERTIONAL_SYMPTOM_EXACERBATION BICD2 COL9A1 COL9A2 COL9A3 COMP KCNE1 KCNQ1 NPPA PYGL PYGM SCN5A SLC22A12 SLC2A9 SVIL HP_POSTNATAL_GROWTH_RETARDATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_POSTNATAL_GROWTH_RETARDATION ACTB ADAMTS2 ADAMTS3 AKR1D1 ALDH18A1 ANKRD17 ANKRD55 ARG1 ARID1A ARID1B ARID2 ARSL ATP6V0A2 ATP6V1A ATP6V1E1 ATP9A ATR ATRX B3GALT6 B3GLCT BLM BNC2 BRAF BRD4 BRIP1 BUB1B CACNA1C CASK CBL CCBE1 CCDC22 CD247 CDAN1 CDC42 CDK10 CDKN1C CHD1 CHD7 CKAP2L COG1 COG4 COG7 COLEC10 COLEC11 COQ7 CPLX1 CREBBP CTBP1 CTC1 CTNNB1 CUL7 CYP11B2 CYP27B1 CYP2R1 DCX DDX11 DDX3X DHODH DLK1 DMXL2 DNAJC19 DPF2 DPYSL5 DYM EBP ELAC2 ELN EMG1 EP300 EPB41 EPG5 ERCC4 ERCC6 ERCC8 ESCO2 FAM111A FAT4 FBLN5 FGFRL1 FIG4 FLNA FLNC FOXP2 FRA10AC1 GATA3 GHSR GINS1 GJB2 GJB6 GM2A GNA11 GNPTAB GRB10 GUSB GYPC H19 HDAC8 HLA-DQA1 HLA-DQB1 HMGA2 HYMAI IARS1 IGF1 IGF2 IGFALS IL2RA IL2RB INSR KANSL1 KCNJ6 KDM6A KIF15 KIF20A KIF7 KMT2A KMT2D LARP7 LETM1 LHX4 LIG4 LMNA MAF MAP2K1 MASP1 MBD5 MCM4 MCTP2 MED12 MEG3 MGAT2 MTRR MTX2 MYH3 MYPN NAA10 NAE1 NALCN NBAS NDE1 NEXMIF NIN NIPBL NSD2 NSUN2 OCRL PALB2 PAM16 PAPPA2 PCNT PCYT1A PDE4D PHKB PHKG2 PIEZO2 PLAG1 PLAGL1 PLOD3 POU1F1 POU3F4 PPP1R15B PRIM1 PRKAR1A PSPH PTPN11 PTPN2 PTPN22 PTRH2 PYGL RAB18 RAB3GAP2 RAD21 RERE RNPC3 RNU4ATAC ROBO1 RPL10 RPL13 RTEL1 RTL1 RYR1 SALL4 SATB2 SCUBE3 SEC24D SEMA3E SETBP1 SHPK SIN3A SIX6 SLC2A1 SLC2A2 SLC4A2 SLC5A2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMOC1 SNRPB SOX11 SOX2 SOX4 SPTA1 SPTB STAT4 STAT5B SYNE1 TAF1 TBC1D20 TBCE TCEAL1 TCF4 TFAP2A TGDS TMCO1 TNNI3 TNNT2 TRAPPC2 TRMT10A TSHB TUBB3 UFSP2 UQCC3 VAC14 VPS35L WASHC5 WFS1 XYLT1 HP_POSTNATAL_MACROCEPHALY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_POSTNATAL_MACROCEPHALY FAM111A GNB1 MED12 PAK1 PTEN SETD2 HP_POSTPRANDIAL_HYPERGLYCEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_POSTPRANDIAL_HYPERGLYCEMIA CACNA1S GABRA3 GYS2 INSR KCNE3 KCNJ18 SCN4A SHPK SLC2A2 HP_POSTTERM_PREGNANCY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_POSTTERM_PREGNANCY DUOX2 MAGEL2 NDN OCA2 SNRPN HP_POSTURAL_INSTABILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_POSTURAL_INSTABILITY ABCC6 ABCC9 ADAT3 ADH1C ALDH18A1 ATN1 ATP13A2 ATP1A2 ATP1A3 ATXN2 ATXN3 ATXN8OS CACNA1A CACNA1C CACNB4 CHCHD2 CLN5 COL4A1 COQ2 CSF1R CXCR4 DDHD1 DNAJC13 DNAJC6 EIF4G1 ENPP1 ERCC1 ERCC4 ERCC6 ERCC8 EZH2 FAR1 FBXO7 GARS1 GBA1 GIGYF2 GLUD2 HTRA2 KCNA1 KCNC3 KCND3 KCNQ2 LCA5 LRAT LRRK2 MAPT MME MT-TT NF2 NIPA1 NIPA2 NPHP1 NR4A2 OPHN1 PARK7 PDGFB PDGFRB PINK1 PLA2G6 PMP22 PNKP PODXL POU3F3 PRKAR1B PRKN PRRT2 RAB39B RFC1 RNASEH1 RPE65 RUBCN SCN1A SCN2A SDHA SLC20A2 SLC30A10 SNCA SNCAIP SPATA7 SPG7 STUB1 SYNJ1 TAF1 TBP TIMM8A TRPC3 TUBG1 UCHL1 VPS13C VPS35 HP_POSTURAL_TREMOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_POSTURAL_TREMOR ALDH18A1 ANO3 ATP13A2 ATXN1 ATXN2 BSCL2 CACNA1G CARS2 COL6A3 COQ2 CYP7B1 DNAJC30 DRD3 FGF14 FMR1 FUS GALT GCH1 GRIK2 IMPDH2 ITPR1 KCND3 LMNB1 MFN2 MPZ MT-ATP6 MT-CO1 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MYBPC1 NDRG1 NDUFS2 NIPA1 NOTCH2NLC NPTX1 NR4A2 OPA3 PARK7 PDGFB PIGA PIK3R5 PLA2G6 PMP22 POLR3A POLR3B PPP2R2B PRDX3 PRKRA REEP2 RILPL1 SCARB2 SETX SPG11 STUB1 TENM4 TH TMEM240 TPP1 TSPOAP1 TUBB4A UCHL1 VAPB HP_POST_PARTUM_HEMORRHAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_POST_PARTUM_HEMORRHAGE DIAPH1 DTNBP1 F10 F13A1 F13B F2 F5 F7 F8 IKZF5 KIF23 RACGAP1 SERPINE1 HP_PREAXIAL_FOOT_POLYDACTYLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PREAXIAL_FOOT_POLYDACTYLY CPLANE1 CPLX1 CTBP1 FGFR2 FGFRL1 GLI3 HOXD13 IFT172 KIF7 LETM1 LMBR1 MEGF8 NEK1 NSD2 PITX1 RAB23 SMO ZSWIM6 HP_PREAXIAL_HAND_POLYDACTYLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PREAXIAL_HAND_POLYDACTYLY B9D1 B9D2 BHLHA9 CC2D2A CDC45 CEP290 CHN1 CPLANE1 CPLX1 CSPP1 CTBP1 DACT1 DYNC2H1 DYNC2I1 DYNC2I2 EFTUD2 EXTL3 FANCD2 FGFR2 FGFRL1 GJA1 GLI1 GLI3 HEATR3 HEPACAM HOXD13 HYLS1 IFT80 KIF7 LETM1 LMBR1 MAFB MKS1 NEK1 NELFA NSD2 OFD1 PHF8 PIGG PTEN PUF60 RPGRIP1 RPGRIP1L SALL1 SALL4 SMO TCTN1 TCTN2 TCTN3 TFAP2A TMEM107 TMEM216 TMEM231 TMEM237 TMEM67 TXNDC15 WDR35 ZNF699 HP_PREAXIAL_POLYDACTYLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PREAXIAL_POLYDACTYLY B9D1 B9D2 BHLHA9 C2CD3 CC2D2A CDC45 CENPF CEP120 CEP290 CEP41 CHN1 CILK1 CNTNAP2 COLEC10 CPLANE1 CPLX1 CSPP1 CTBP1 CTU2 DACT1 DYNC2H1 DYNC2I1 DYNC2I2 EFTUD2 EXTL3 FAM149B1 FANCD2 FGFR2 FGFRL1 FLNA GJA1 GLI1 GLI3 HEATR3 HEPACAM HOXD13 HYLS1 IFT172 IFT43 IFT57 IFT80 INTU KIAA0586 KIAA0753 KIF7 LETM1 LMBR1 MAFB MEGF8 MKS1 NEK1 NEK9 NELFA NSD2 OFD1 PDE6D PHF8 PIGG PITX1 PTEN PUF60 RAB23 RNU4ATAC RPGRIP1 RPGRIP1L SALL1 SALL4 SMO TCTN1 TCTN2 TCTN3 TFAP2A TMEM107 TMEM216 TMEM231 TMEM237 TMEM67 TOPORS TXNDC15 WDR35 ZNF699 ZSWIM6 HP_PRECOCIOUS_ATHEROSCLEROSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PRECOCIOUS_ATHEROSCLEROSIS ABCG5 ABCG8 APOA5 APOB CETP CYP27A1 LDLR LDLRAP1 LMNA LPL PCSK9 TNXB HP_PRECOCIOUS_PUBERTY_IN_FEMALES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PRECOCIOUS_PUBERTY_IN_FEMALES AGPAT2 ALMS1 BSCL2 CAV1 CAVIN1 CYP17A1 FOS GRIA1 PPARG TP63 HP_PREDOMINANTLY_LOWER_LIMB_LYMPHEDEMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PREDOMINANTLY_LOWER_LIMB_LYMPHEDEMA ANGPT2 CELSR1 DNMT1 EPHB4 FLT4 FOXC2 GJC2 PIEZO1 SOX18 HP_PRELINGUAL_SENSORINEURAL_HEARING_IMPAIRMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PRELINGUAL_SENSORINEURAL_HEARING_IMPAIRMENT ADCY1 ATP2B2 CDH23 ESPN GIPC3 GJB2 GJB6 HGF IARS2 IGF1 MARVELD2 RIPOR2 TIMM8A HP_PREMATURELY_AGED_APPEARANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PREMATURELY_AGED_APPEARANCE AARS1 ABCC6 ACD ADAMTS2 ADAMTSL2 AEBP1 ALDH18A1 ALG8 ANTXR1 AP2M1 ATM ATP6V0A2 ATP6V1A ATP6V1E1 ATR ATRIP B4GALT7 BANF1 BAZ1B BCL7B BRAF BRCC3 BUD23 C1R CARS1 CAV1 CDH11 CENPE CENPJ CEP152 CFTR CHD2 CLIP2 COG4 COG5 COG7 COL1A1 COL3A1 COL5A1 COL5A2 CSTA CTC1 CYP27A1 DKC1 DNA2 DNAJC30 DPP9 DSTYK EDA EDAR EDARADD EDN3 EDNRB EIF4H ELN ENPP1 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 EXOSC2 FAS FBLN5 FBN1 FGFR2 FGFR3 FKBP6 GHR GJB2 GJB6 GORAB GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 H4C5 INSR KCNJ6 KITLG KRAS LIFR LIMK1 LMNA LMNB2 LTBP4 LZTR1 MAP2K1 MAP2K2 MDM2 MED12 METTL27 MITF MLXIPL MPLKIP MRAS MRPS2 MTAP MTX2 MYO5A NAA10 NAF1 NCF1 NEXMIF NHP2 NOP10 NPM1 NUP85 PARN PAX3 PCNA PCNT PDGFRB PIK3R1 PLK4 PLOD1 POLR3A PSMB8 PTDSS1 PTEN PTPN11 PTPN22 PYCR1 RAB27A RAB3GAP1 RAB3GAP2 RAF1 RBBP8 RECQL RECQL4 RFC2 RIT1 RNF113A RPA1 RTEL1 SCN1A SLC25A24 SLC2A1 SLC2A10 SLC5A6 SLC6A1 SMARCA2 SNAI2 SOX10 SPRTN STN1 STUB1 STX1A SYNGAP1 TALDO1 TARS1 TBL1XR1 TBL2 TERC TERT TFAP2A TGM5 TINF2 TMEM270 TOR1A TRAIP TWIST2 TYMS TYR USB1 VPS37D WRAP53 WRN ZMPSTE24 ZNF469 ZNF699 HP_PREMATURE_ADRENARCHE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PREMATURE_ADRENARCHE CYP11B1 GRB10 HSD3B2 MAGEL2 NDN OCA2 SIM1 SNRPN USP7 HP_PREMATURE_ARTERIOSCLEROSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PREMATURE_ARTERIOSCLEROSIS ABCG5 ABCG8 APOB LDLR LDLRAP1 LMNA PCSK9 WRN HP_PREMATURE_ATRIAL_CONTRACTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PREMATURE_ATRIAL_CONTRACTIONS CITED2 GJA5 KCNA5 KCNE2 NAA10 SCN5A TTN HP_PREMATURE_BIRTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PREMATURE_BIRTH ABCA12 ABCA3 ABCB11 ABCB4 ACTA1 ADAMTS2 AIMP1 ALB ALG12 ALG8 ARHGAP31 ASCC1 ASNS ATP8B1 B4GALT1 BCR BRAF BRD4 BSND CCDC47 CDON CLCN7 CLCNKA CLCNKB CNOT1 CNTN1 COL11A1 COL1A1 COL1A2 COL3A1 COL5A1 COL5A2 COPB2 CRB2 CRKL CYP11A1 DCLRE1B DHCR7 DHPS DISP1 DLK1 DLL1 DLL4 DMPK DOCK6 EOGT ESCO2 FBN1 FCSK FDXR FGF8 FGFR1 FIG4 FLI1 FLNB FLVCR2 FOXH1 FZD4 GALK1 GAS1 GATB GATC GBA1 GLB1 GLI2 GON7 HBB HDAC8 HOXD13 HRAS HYLS1 IGHMBP2 KCNJ1 KIF7 KLHL40 KLHL41 KRAS LAGE3 LMNA LMOD3 LRP5 LTBP3 MAGED2 MAP2K1 MAP2K2 MAPK1 MED12 MEG3 MTM1 MUSK MYH7 NDP NDUFB11 NDUFB3 NEB NIPBL NLRP3 NODAL NOTCH1 NR1H4 NUP107 NUP133 OSGEP PAX2 PBX1 PCDH12 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PNPO PTCH1 PTH1R QRSL1 RAD21 RALGAPA1 RBPJ RNU4ATAC RPL10 RPS19 RTL1 SARS2 SATB1 SERPINE1 SF3B4 SFTPB SFTPC SHH SIX3 SKIC2 SLC12A1 SLC16A2 SLC17A5 SLC26A3 SLC27A4 SMARCAL1 SMC1A SMC3 SMPD4 STAT2 STRADA SUFU TDGF1 TGIF1 THOC2 TMEM70 TP53RK TPM3 TPRKB TRIP4 TSHR VARS1 WARS2 WDR4 WDR62 WDR73 YARS1 YRDC ZIC2 ZMPSTE24 ZNF699 HP_PREMATURE_CORONARY_ARTERY_ATHEROSCLEROSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PREMATURE_CORONARY_ARTERY_ATHEROSCLEROSIS ABCA1 ABCG5 ABCG8 ACTA2 APOA1 APOB APOE CEP19 CYP27A1 ERCC6 ERCC8 GPIHBP1 LDLR LDLRAP1 LIPC LMNA LRP6 MEF2A PCSK9 HP_PREMATURE_GRAYING_OF_HAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PREMATURE_GRAYING_OF_HAIR ACD ATM BRCC3 CTC1 DKC1 DPP9 DSTYK EDN3 EDNRB ELN ERCC6 ERCC8 FAS INSR KITLG LMNA MDM2 MITF MLXIPL MTAP MYO5A NAF1 NHP2 NOP10 NPM1 PARN PAX3 PSMB8 PTPN22 RAB27A RECQL4 RPA1 RTEL1 SLC5A6 SNAI2 SOX10 SPRTN STN1 TERC TERT TFAP2A TINF2 TYMS TYR USB1 WRAP53 WRN ZNF699 HP_PREMATURE_LOSS_OF_PERMANENT_TEETH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PREMATURE_LOSS_OF_PERMANENT_TEETH ALPL CAT ELANE ITGB4 LRP4 RSPO1 TP63 HP_PREMATURE_LOSS_OF_PRIMARY_TEETH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PREMATURE_LOSS_OF_PRIMARY_TEETH ALPL C1R C1S CLCN7 COL3A1 CSTB CTSC EDAR EDARADD FERMT1 FIG4 GJA1 KDF1 PRKD1 SNX10 TCIRG1 TNFSF11 TRAF6 VAC14 VDR WNT10A HP_PREMATURE_LOSS_OF_TEETH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PREMATURE_LOSS_OF_TEETH AEBP1 ALPL C1R C1S CAT CDH11 CLCN7 CLPB COL3A1 CSTB CTSC CYP27A1 DKC1 EDAR EDARADD ELANE ERCC4 FERMT1 FIG4 GFI1 GJA1 ITGB4 KDF1 KRT14 LMNA LRP4 MIA3 NOTCH2 NTRK1 PARN PIGT PLEKHM1 POLR3A PRKD1 RBM28 RSPO1 RUNX2 SASH1 SEC23A SH3PXD2B SLC35C1 SNX10 SRP19 SRP54 TCIRG1 TERC TERT TINF2 TNFRSF11A TNFRSF11B TNFSF11 TP63 TRAF6 VAC14 VDR WNT10A ZMPSTE24 HP_PREMATURE_OSTEOARTHRITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PREMATURE_OSTEOARTHRITIS ACAN COL11A2 COL1A1 DDRGK1 FBN1 KIF22 MATN3 SLC26A2 TRAPPC2 TRPV4 HP_PREMATURE_OVARIAN_INSUFFICIENCY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PREMATURE_OVARIAN_INSUFFICIENCY AARS2 AGK AIRE ANAPC1 ANAPC7 B4GALNT1 BLM BMP15 BNC1 C14orf39 CASP10 CEP164 CEP290 CHP1 COL25A1 DCAF17 DIAPH2 EIF2B1 EIF2B2 ERAL1 ERCC4 FAS FASLG FIGLA FMR1 FOXL2 FSHR GALK1 GALT GGPS1 HFM1 HSF2BP INVS IQCB1 LARS2 LMNA MCM3AP MCM8 MRPS22 MSH4 NBN NOBOX NPHP1 NPHP3 NPHP4 NR5A1 NUP107 PMM2 POF1B POLG POLG2 POLR3H PRKCD PSMC3IP RASGRP1 RCBTB1 RIN2 SDCCAG8 SPIDR STAG3 THOC6 TRAF3IP1 TTI2 TWNK WDR19 XRCC2 ZFHX4 ZSWIM7 HP_PREMATURE_PUBARCHE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PREMATURE_PUBARCHE AIP CYP11B1 HSD11B1 HSD3B2 MAGEL2 MEN1 MKRN3 NDN OCA2 PAPSS2 SIM1 SNRPN TANGO2 HP_PREMATURE_RUPTURE_OF_MEMBRANES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PREMATURE_RUPTURE_OF_MEMBRANES ADAMTS2 ADNP ATP6V0A2 COL1A1 COL3A1 COL5A1 COL5A2 DEF6 FGFR3 LEMD2 MED12 PLOD1 RBM10 RSPRY1 SERPINH1 ZMPSTE24 HP_PREMATURE_SKIN_WRINKLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PREMATURE_SKIN_WRINKLING ABCC6 ACD ADAMTS2 ADAMTSL2 ALDH18A1 ALG8 AP2M1 ATP6V0A2 ATP6V1A ATP6V1E1 BRAF C1R CAV1 CDH11 CFTR CHD2 COG5 COG7 COL3A1 CSTA DKC1 EDA EDAR EDARADD ELN ENPP1 FBLN5 FGFR2 FGFR3 GORAB H4C5 KCNJ6 KRAS LIFR LMNA LZTR1 MAP2K1 MAP2K2 MED12 MRAS MRPS2 NAA10 NEXMIF PARN PIK3R1 PLOD1 POLR3A PTEN PTPN11 PYCR1 RAF1 RIT1 RTEL1 SCN1A SLC25A24 SLC2A1 SLC6A1 SMARCA2 SYNGAP1 TALDO1 TBL1XR1 TERT TGM5 TINF2 TOR1A TWIST2 ZMPSTE24 ZNF469 HP_PREMATURE_THELARCHE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PREMATURE_THELARCHE CREBBP CYP11B1 DYRK1A EIF5A EP300 KDM6A KMT2D MKRN3 MMP14 MMP2 TANGO2 HP_PREMATURE_VENTRICULAR_CONTRACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PREMATURE_VENTRICULAR_CONTRACTION CACNA1S CALM1 CALM2 CASQ2 CDH2 CNBP DOHH DPP6 DSG2 DSP JUP KCNE1 KCNJ2 KCNJ5 NAA10 NFIX PKP2 RYR1 RYR2 SCN5A SLC25A20 TECRL TMEM43 TNNI3K TOR1AIP1 TRDN VEZF1 HP_PRENATAL_DEATH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PRENATAL_DEATH ALB ALPL BIN1 CALCRL CENPF CEP120 CEP55 CLN8 COL11A1 COL2A1 DLK1 DNM2 ENG ESCO2 FCGR3B FGA FGB FGG FLNA FLNB GBA1 GDF5 GRIP1 HBB HOXA13 HSPG2 HYLS1 IL6ST JAK2 LBR LGI4 MEG3 MGP MPL MTMR14 MUSK MYF6 NEK8 NLRP7 NSD2 NSDHL NUP88 OSTM1 PHGDH PITX1 PLIN1 PLXND1 POR PTH1R RAD51C REC114 RHAG RHCE RHD RMND1 RNU4ATAC RTL1 RYR1 SERPINC1 SERPINE1 SLC26A2 SLC35D1 THPO TRIP11 WRN WT1 ZMPSTE24 HP_PRENATAL_MOVEMENT_ABNORMALITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PRENATAL_MOVEMENT_ABNORMALITY AARS1 ACTA1 ACTL6B ADCY6 ADGRG6 AGRN ALDH7A1 ALG14 ALG8 ALG9 AP3B2 ARV1 ASCC1 ASCL1 ASNS ATP1A2 ATP1A3 ATP6V1A B3GLCT BICD2 BIN1 BRD4 CACNA1A CACNA1B CACNA2D1 CAMKMT CCDC174 CCDC47 CDC42BPB CDK19 CELF2 CHAT CHRNA1 CHRND CHRNE CHRNG CHUK CLPB CLTC CNKSR2 CNTN1 CNTNAP1 COL12A1 COL13A1 COL25A1 COL6A1 COL6A2 COL6A3 COX15 CPLX1 CPSF3 CRPPA CTBP1 CYFIP2 DALRD3 DEAF1 DHCR7 DHDDS DMPK DNA2 DNM1 DNM1L DNM2 DOCK6 DOK7 DPAGT1 DPH5 DPYSL5 EBF3 EEF1A2 ERBB3 ERCC5 ERGIC1 EXOSC9 FBXO28 FGF12 FGF13 FGFR3 FGFRL1 FKBP14 FLII FXR1 FZR1 GABBR2 GABRA2 GABRA5 GABRB2 GABRG2 GBA1 GBE1 GFPT1 GGPS1 GLDN GLE1 GLRB GMPPB GNB2 GOSR2 GPKOW GRIN2D H19 H4C3 HACD1 HCN1 HDAC8 HERC2 HSPG2 IGF2 IGHMBP2 IL2RB IQSEC2 ITGA7 KBTBD13 KCNA2 KCNB1 KIF21A KIF5C KLHL40 KLHL41 LETM1 LGI4 LMNA LMOD3 MAGEL2 MAP3K20 MAP3K7 MEGF10 MKRN3 MPZ MTM1 MTMR14 MUSK MYCN MYF6 MYH3 MYL1 MYL2 MYMK MYO9A MYOD1 MYPN NAA10 NAA20 NALCN NDN NEB NECAP1 NEK9 NELFA NEXMIF NFASC NIPBL NPAP1 NSD1 NSD2 NTRK2 NUP188 NUP88 NUS1 OCA2 ODC1 PACS2 PARS2 PAX7 PEX19 PEX3 PGAP2 PHGDH PHOX2B PIGG PIGS PLOD1 PLPBP POLR2A PPM1B PPP3CA PREPL PRUNE1 PSAT1 PTRH2 PWAR1 PWRN1 RAD21 RAI1 RAPSN RET RIPK4 RYR1 SCN3A SCN4A SCN8A SCYL2 SELENON SHQ1 SLC13A5 SLC16A2 SLC18A3 SLC1A2 SLC25A1 SLC25A19 SLC25A26 SLC38A3 SLC3A1 SLC5A7 SMC1A SMC3 SMN1 SNAP25 SNORD115-1 SNORD116-1 SNRPN SOX10 SYNE1 SYNGAP1 SYNJ1 SYT2 SZT2 TBCK TMCO1 TNNC2 TOR1A TPM2 TPM3 TRAIP TRAK1 TRIP4 TRPV4 TSFM TUBA1A UBA1 UBA5 UNC45B USP7 VAMP1 VPS13B WDR62 WWOX YWHAG ZBTB42 ZC4H2 ZMPSTE24 HP_PRIMARY_ADRENAL_INSUFFICIENCY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PRIMARY_ADRENAL_INSUFFICIENCY AAAS ABCD1 AIRE AKT1 BAP1 CYP11A1 CYP11B1 CYP11B2 CYP17A1 GATB GATC GLI3 HSD11B2 HSD17B4 HSD3B2 KANSL1 MC2R MRAP MRPS7 NF2 NFKB2 NNT NR0B1 NR3C1 NR3C2 PCSK1 PDGFB PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PIK3CA POMC POR QRSL1 ROBO1 SCNN1A SCNN1B SCNN1G SERPINA6 SMARCB1 SMARCE1 SMO STAR SUFU TBX19 TCTN3 TERT TRAF7 TXNRD2 HP_PRIMARY_AMENORRHEA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PRIMARY_AMENORRHEA ANOS1 AR AXL BMP15 BMPR1B BNC1 BRD4 CAV1 CCDC141 CDON CHD7 CISD2 CLPP CPE CTDP1 CYB5A CYP17A1 CYP19A1 DCC DHH DHX37 DMRT3 DUSP6 EIF2B1 EIF2B4 ERAL1 ESR1 ESR2 FEZF1 FGF17 FGF8 FGFR1 FIGLA FLRT3 FSHB FSHR GALT GATA3 GATA4 GDF9 GNRH1 GNRHR GPR161 HDAC8 HERC2 HESX1 HS6ST1 HSD17B4 IL17RD ITGA8 KISS1 KISS1R LARS2 LEP LEPR LHX4 MAGEL2 MAP3K1 MCM8 MCM9 MKRN3 MRPS22 MSH4 MSTO1 NDN NDNF NHLH2 NIN NIPBL NOBOX NPAP1 NR0B1 NR5A1 NSMF NUP107 OCA2 PCSK1 PEX1 PEX6 POF1B POLG POLR3H POR PPARG PROK2 PROKR2 PRORP PSMC3IP PWAR1 PWRN1 RAD21 RNF216 ROBO1 SEMA3A SEMA3E SIM1 SMC1A SMC3 SMCHD1 SNORD115-1 SNORD116-1 SNRPN SOHLH1 SOX10 SOX9 SPIDR SPRY4 SRA1 SRY STAG3 SYCE1 TAC3 TACR3 TP63 TRMT10A TWNK VAMP7 WDR11 WNT4 WT1 WWOX YARS1 ZFPM2 ZSWIM7 HP_PRIMARY_CONGENITAL_GLAUCOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PRIMARY_CONGENITAL_GLAUCOMA ADAMTSL1 CYP1B1 LMX1B LTBP2 RPS19 TEK HP_PRIMARY_GONADAL_INSUFFICIENCY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PRIMARY_GONADAL_INSUFFICIENCY CYB5A CYP17A1 DHX37 DMRT3 EIF2B1 GATA4 MAP3K1 NR0B1 NR5A1 NSMCE2 SOX9 SRY VAMP7 WFS1 WT1 WWOX XRCC4 ZFPM2 HP_PRIMARY_HYPERALDOSTERONISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PRIMARY_HYPERALDOSTERONISM CACNA1D CLCN2 CLCNKB CYP11B1 CYP11B2 KCNJ5 SCNN1A SCNN1B SCNN1G SLC12A3 HP_PRIMARY_HYPERCORTISOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PRIMARY_HYPERCORTISOLISM CBX2 CDKN1A CDKN1B CDKN2B CDKN2C GNAS MEN1 PDE11A PRKACA PRKAR1A HP_PRIMARY_HYPERPARATHYROIDISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PRIMARY_HYPERPARATHYROIDISM AP2S1 ARMC5 CASR CDC73 CDKN1A CDKN1B CDKN2B CDKN2C GCM2 GNA11 GNAS MEN1 YY1 HP_PRIMARY_HYPOTHYROIDISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PRIMARY_HYPOTHYROIDISM ALMS1 CTNS DDOST STAT1 TOM1 UBR1 HP_PRIMARY_MICROCEPHALY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PRIMARY_MICROCEPHALY AFF3 ANKLE2 ARHGEF2 ASNS BUB1 CDK5RAP2 CDK6 CENPE CEP135 CEP63 CIT CLPB COASY COG7 CTNNB1 DISC1 DTYMK EIF5A EOMES FIG4 FRMD4A FZR1 GRIN2A IARS1 IER3IP1 IFIH1 KAT6A KATNB1 KNL1 LAGE3 LMNB2 MCPH1 MECP2 NCAPD2 NDE1 NSF NUP188 NUP37 PCDH12 PDCD6IP PHGDH PIGH PPFIBP1 PPP1R15B PSAT1 RBBP8 RELN RNF2 SASS6 SLC16A2 SLC1A4 SLC25A12 SLC25A19 SMC3 SPATA5 SPOP STIL TBCD TBL1XR1 TELO2 TP53RK TPRKB TRAPPC12 TRAPPC14 TRIO TRMT10A TSEN54 TUBB TUBB3 TXN2 VAC14 VPS4A YRDC ZEB2 ZNF335 HP_PRIMARY_PERITONEAL_CARCINOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PRIMARY_PERITONEAL_CARCINOMA BARD1 BRCA1 BRCA2 BRIP1 CHEK2 MRE11 NBN PALB2 PTEN RAD50 RAD51 RAD51C RAD51D TP53 HP_PRIMITIVE_NEUROECTODERMAL_TUMOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PRIMITIVE_NEUROECTODERMAL_TUMOR APC2 ASCL1 BDNF BMPR1A BRAF BRD4 CASZ1 CDKN2A CHEK2 DICER1 EDN3 EPCAM FAN1 FLI1 GABRD GDNF GPC3 GPC4 HSPG2 KCNAB2 KEAP1 KIF1B KRAS LBX1 LUZP1 MAPRE2 MDM2 MLH1 MLH3 MMP23B MSH2 MSH6 MYO1H NF1 NSD1 NUTM1 PALB2 PDPN PHOX2B PIK3CA PMS1 PMS2 PRDM16 PRKCZ PTPN11 RAF1 RERE RET RPS20 RUNX1 SDHB SEMA4A SETD2 SKI SPEN TGFBR2 TP53 TUBB UBE4B YY1 HP_PRIMITIVE_REFLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PRIMITIVE_REFLEX AARS1 ALDH18A1 ATP13A2 CTSF DCTN1 DNAJC6 DNMT1 DPM2 GLRB GM2A HADHA HADHB JPH3 MAPT MME NDUFS8 NGLY1 PIEZO2 PIGA PSEN1 RAB18 SPG21 ST3GAL3 TREM2 TUBB3 TYROBP HP_PROBOSCIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROBOSCIS CDON DISP1 DLL1 FGF8 FGFR1 FOXH1 GAS1 GLI2 NODAL PLCH1 PTCH1 SHH SIX3 SMC1A STAG2 STIL TDGF1 TGIF1 ZIC2 HP_PRODUCTIVE_COUGH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PRODUCTIVE_COUGH ARL2BP BCOR CCDC103 CCDC39 CCDC40 CCDC65 CCNO CFAP221 CFAP298 CFAP300 CFAP74 CFTR DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAL1 DRC1 FIP1L1 FOXJ1 GAS2L2 GAS8 HYDIN IRF2BP2 LRRC56 MCIDAS NABP1 NEK10 NME5 NME8 NPM1 NUMA1 ODAD1 ODAD2 ODAD3 ODAD4 OFD1 PML PRKAR1A RARA RPGR RSPH1 RSPH3 RSPH4A RSPH9 SCNN1A SCNN1B SCNN1G SPAG1 SPEF2 STAT3 STAT5B STK36 TBL1XR1 TTC12 ZBTB16 ZMYND10 HP_PROFOUND_GLOBAL_DEVELOPMENTAL_DELAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROFOUND_GLOBAL_DEVELOPMENTAL_DELAY ADK AIMP2 ARV1 ARX ASNS ATRX CACNA2D1 CACNA2D2 CCDC88A COG7 CRIPT DENND5A DST ELOVL4 EML1 FARS2 FDFT1 FGF13 GLYCTK GOSR2 GRIN1 GRIN2A GUF1 H4C3 IREB2 ISCA2 KATNB1 KCNQ2 KCNT1 KCNT2 LIPT2 MFF NDE1 NECAP1 OPA1 PARS2 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PIGU PIGW PLEKHG2 PRPS1 PRUNE1 PSAT1 PTPN23 QARS1 RARS2 RELN SETBP1 SLC12A2 SLC39A8 SLC9A6 STRA6 SZT2 TBCK UNC80 WASHC4 WDR4 ZNF526 HP_PROFOUND_HEARING_IMPAIRMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROFOUND_HEARING_IMPAIRMENT CIB2 EPS8 FGF3 KARS1 KCNE1 KCNQ1 MYO15A PMP22 PRPS1 RDX SLC12A2 YARS1 HP_PROFOUND_SENSORINEURAL_HEARING_IMPAIRMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROFOUND_SENSORINEURAL_HEARING_IMPAIRMENT CIB2 FGF3 KARS1 KCNE1 KCNQ1 MYO15A PMP22 PRPS1 RDX SLC12A2 HP_PROGEROID_FACIAL_APPEARANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROGEROID_FACIAL_APPEARANCE ATP6V0A2 B4GALT7 BANF1 CAV1 COG4 ELN ERCC1 ERCC3 ERCC4 ERCC6 ERCC8 EXOSC2 FBN1 GJB2 GJB6 GORAB KCNJ6 LMNA LMNB2 LTBP4 MTX2 PCNA POLR3A PSMB8 RECQL RNF113A SLC2A10 STUB1 WRN ZMPSTE24 HP_PROGRESSIVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROGRESSIVE AAAS AARS2 ABCD1 ABCD3 ACER3 ADA2 ADH1C ADK AFG3L2 AGTPBP1 AIFM1 AIMP1 AIMP2 AKT1 ALDH18A1 ALS2 ANO5 ANTXR2 AP5Z1 ASAH1 ASNS ATAD1 ATL1 ATP11A ATXN2 ATXN3 ATXN8OS B4GALNT1 BRAT1 BSCL2 C19orf12 CACNA1A CAD CCNO CERS1 CFHR5 CHCHD10 CHRND CLPB COASY COCH COL4A3 COL4A4 COL4A5 COL6A1 COL6A2 COL6A3 COPB2 COQ2 COQ8B CRAT CSF1R CTC1 CTSF CYP7B1 DARS1 DCDC2 DDHD2 DEGS1 DGKE DIABLO DMXL2 DNAJB11 DNM1L DNMT1 DPM1 DRD3 ELMO2 ELP1 ELP2 EMC1 EPRS1 ERLIN1 ERLIN2 EXOSC9 FA2H FAN1 FHL1 FIG4 FKTN FTL GBA1 GBA2 GEMIN5 GLUD2 GNAS GNS GOSR2 GPT2 GRHL2 HINT1 HK1 HPDL HSPD1 IBA57 INF2 INPP5K IREB2 IRF2BPL ISCA1 ISCA2 JAG2 KCNC1 KCNK3 KCNQ4 KCNT1 KCTD17 KCTD7 KIF1A KIF1C KIF5A KLC2 KMT2B KPNA3 LAMB1 LIMS2 LMNA LMNB1 LMNB2 LYRM7 MAP2K1 MAPKBP1 MAPT MARS1 MECP2 MECR MED17 MFF MFSD2A MGME1 MICOS13 MOCS1 MOCS2 MPV17 MRE11 MRPS34 MT-TT MTAP MTRFR MYH14 MYO1E MYORG NAGLU NALCN NBEAL2 NDUFA12 NDUFAF2 NDUFB9 NDUFS1 NDUFS7 NEFH NIPA1 NKX6-2 NOP56 NR4A2 NUP107 NUP133 NUP160 NUP214 NUP85 NUP93 OPA1 OPTN PABPN1 PCLO PCNA PDGFB PDGFRB PDXK PEX16 PIEZO2 PIK3R5 PKD2 PLA2G6 PLCE1 PMPCB PNPLA6 PNPLA8 POLG POLG2 POLR3A POLR3B POMGNT1 PRDM8 PRICKLE1 PRKRA PRUNE1 PTRH2 PUM1 PYCR2 QARS1 RARS2 RBCK1 REPS1 RETREG1 RNASEH1 RNASEH2C RRM2B RTN2 RUBCN SBF1 SEC61A1 SETX SGCA SGPL1 SIGMAR1 SLC12A6 SLC20A2 SLC25A4 SLC33A1 SLC39A14 SLC44A4 SLC52A2 SLC52A3 SLC6A3 SLC9A1 SMAD9 SMN1 SMN2 SNCA SNCAIP SNORD118 SOST SOX18 SPAST SPG11 SPRY2 SQSTM1 STIM1 STUB1 SYNE1 SYNJ1 TBC1D24 TBCE TBK1 TBP TFAM TJP2 TK2 TNFRSF11A TNFRSF11B TRAK1 TRAPPC12 TRAPPC2L TRAPPC6B TREX1 TRPC3 TTN TTR TUBB4A TWNK TXN2 TYMP UBA5 UBQLN2 UCHL1 UMOD VAC14 VARS1 VCP VPS13A VPS13C VPS53 VRK1 WASHC5 WDR45B WT1 XPR1 XRCC1 YARS2 ZFYVE26 HP_PROGRESSIVE_CEREBELLAR_ATAXIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROGRESSIVE_CEREBELLAR_ATAXIA ANO10 ATM ATN1 ATP13A2 ATP6V0A2 ATXN1 ATXN10 ATXN2 ATXN3 ATXN7 ATXN8OS AUH CACNA1A CHCHD10 CLCN4 COQ2 COQ8A DARS2 DKK1 EEF2 ELOVL4 FUS GBA2 GJB1 GLS HTT KCNC3 KCND3 KCTD7 MARS2 MME MSTO1 MT-TE MTPAP MVK PDYN PEX10 PEX6 PNPT1 POLG PPP2R2B PRDM8 PRKCG PRNP RFC1 SACS SCYL1 SLC25A15 SLC44A1 SPTBN2 SQSTM1 TARDBP TBK1 TGM6 TMEM240 TPP1 TTBK2 TTPA VCP VPS13D VPS41 WFS1 HP_PROGRESSIVE_DISTAL_MUSCLE_WEAKNESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROGRESSIVE_DISTAL_MUSCLE_WEAKNESS CAV3 CRYAB GIPC1 HADHA HADHB KLHL9 LDB3 LRP12 MYH14 MYOT NEB NOTCH2NLC PNPLA2 RILPL1 TRPV4 HP_PROGRESSIVE_ENCEPHALOPATHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROGRESSIVE_ENCEPHALOPATHY BSCL2 GLYCTK HTRA1 KYNU NADK2 POLG SUCLA2 TBCE TH TREX1 TSPOAP1 WDR45 HP_PROGRESSIVE_EXTERNAL_OPHTHALMOPLEGIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROGRESSIVE_EXTERNAL_OPHTHALMOPLEGIA APTX ATXN3 C1QBP DGUOK DNA2 GIPC1 LRP12 MGME1 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TK MT-TL1 MT-TL2 MT-TN MT-TQ MT-TS1 MT-TS2 MT-TT MT-TW NOTCH2NLC OPA1 POLG POLG2 POLRMT RILPL1 RNASEH1 RRM2B SLC25A4 TK2 TOP3A TWNK TYMP VARS2 HP_PROGRESSIVE_EXTRAPYRAMIDAL_MOVEMENT_DISORDER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROGRESSIVE_EXTRAPYRAMIDAL_MOVEMENT_DISORDER ATP13A2 CLPB FA2H GAMT MICU1 PLA2G6 RARS1 WDR73 ZNF592 HP_PROGRESSIVE_FLEXION_CONTRACTURES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROGRESSIVE_FLEXION_CONTRACTURES ANTXR2 ESCO2 GCH1 IMPDH2 MED12 NR4A2 SYT1 HP_PROGRESSIVE_GAIT_ATAXIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROGRESSIVE_GAIT_ATAXIA ALDH18A1 ANO10 ARSA ATP13A2 ATP1A2 ATXN3 CACNA1A EEF2 FA2H GABRA1 GABRG2 GJB1 MT-ATP6 MTPAP PCDH19 PEX10 POLG PRRT2 PSAP SACS SCN1A SCN1B SCN2A SCN9A SETX SNRPN SPTBN2 TPP1 TWNK UBE3A HP_PROGRESSIVE_HEARING_IMPAIRMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROGRESSIVE_HEARING_IMPAIRMENT ACTG1 ALMS1 ARSG ATP1A3 DIAPH1 DMXL2 FGF3 GATA3 GFER GIPC1 GJB2 GJB6 GOSR2 GRXCR1 GSDME IARS2 KMT2D LARS2 LRP12 MCM2 MIR96 MPZ MPZL2 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND5 MT-ND6 MT-TC MT-TF MT-TK MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MYH14 MYO3A MYO6 NDUFA1 NLRP3 NOTCH2NLC OPA1 P2RX2 PEX11B POLR3GL POU3F4 RILPL1 SCD5 SERPINB6 SLC30A9 SP7 SYNE4 TBC1D24 TIMM8A TPRN TWNK WFS1 HP_PROGRESSIVE_LEUKOENCEPHALOPATHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROGRESSIVE_LEUKOENCEPHALOPATHY AARS2 COA8 KIF5A PLAA SDHA HP_PROGRESSIVE_MACROCEPHALY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROGRESSIVE_MACROCEPHALY AKT1 GCDH GFAP HEXB NDUFS4 PIK3CA PTEN HP_PROGRESSIVE_MICROCEPHALY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROGRESSIVE_MICROCEPHALY ACBD5 ACO2 AGTPBP1 ALG1 ALG12 ALG9 ARFGEF2 ASNS ATP6V0A2 ATP6V1A ATP6V1E1 BRAT1 CASK CC2D1A CCDC88A CDC42 CDC45 CDKL5 CLP1 CNP COG1 COG7 COG8 DIAPH1 DOLK DPM2 EFTUD2 EMC1 ERCC6 ERCC8 EXOSC3 EXOSC8 EXOSC9 EXTL3 FAR1 FOXG1 GLYCTK GOLGA2 GOT2 GRIA2 IQSEC2 LAMB2 LGI3 MDH1 MECP2 MFSD2A MGAT2 MPC1 NAPB NDUFS1 PAFAH1B1 PCDH12 PCLO PLAA PNKP PNPO POMK PPT1 PTRH2 PUS3 PYCR2 QARS1 RARS2 RNASEH2A RNASEH2C RNF113A SCN8A SEPSECS SLC1A4 SLC25A46 SLC2A1 SLC39A14 SMPD4 SNAP29 SPTAN1 STAMBP TOE1 TRAPPC6B TREX1 TSEN15 TSEN2 TSEN34 TSEN54 TUBGCP2 VARS1 VPS53 VRK1 WWOX ZNHIT3 ZSWIM6 HP_PROGRESSIVE_MUSCLE_WEAKNESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROGRESSIVE_MUSCLE_WEAKNESS ABHD5 ACTA1 ANO5 BIN1 COL12A1 COL6A1 COL6A2 COL6A3 COQ2 CRYAB DES DMD DOLK DYSF FKTN GGPS1 GIPC1 GOSR2 HACD1 ITGA7 LDB3 LRP12 LTBP4 MAP3K20 MEGF10 MIEF2 MLIP MPV17 MT-TE MT-TL1 MT-TL2 MT-TN MT-TS1 MYH7 MYL2 MYOT NEB NOTCH2NLC PCNA PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PHKA2 PHKB PHKG2 PLEC PNPLA2 POLG POLG2 PRPS1 PUS1 PYGM RILPL1 RYR1 SELENON SIL1 SPEG SPTLC1 TBCK TK2 TNNT1 TPI1 TPM2 TPM3 TRAPPC11 TTN TWNK VAPB VCP HP_PROGRESSIVE_NEUROLOGIC_DETERIORATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROGRESSIVE_NEUROLOGIC_DETERIORATION ALDH18A1 ARSA ATP1A2 ATP1A3 BSCL2 CACNA1A CERS1 CNTNAP2 CTNS CYC1 CYP27A1 EIF2B5 EPM2A ERCC6 ERCC8 GALC GBA1 GCH1 GLB1 GRN HEPACAM HEXB HIBCH HNF4A HSD17B10 IDUA ITM2B KARS1 KCTD7 LMNB1 LRPPRC MCOLN1 MICOS13 MTFMT NAGLU NDUFA6 NHLRC1 PDGFRB PMPCA POLG PSAP PTS QDPR RAB27A RNU4ATAC RRM2B SDHA SDHAF1 SDHB SDHD SLC13A3 SLC1A3 SLC39A14 SUMF1 SYNJ1 TIMMDC1 TINF2 TREX1 VCP HP_PROGRESSIVE_NIGHT_BLINDNESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROGRESSIVE_NIGHT_BLINDNESS ABCA4 AGBL5 AHI1 AHR ARHGEF18 ARL2BP ARL3 ARL6 BBS1 BBS2 BEST1 CA4 CC2D2A CDHR1 CERKL CFAP418 CLRN1 CNGA1 CNGB1 CRB1 CRX CYP4V2 DHDDS DHX38 EYS FAM161A FSCN2 GUCA1B GUCY2D HGSNAT IDH3A IDH3B IFT140 IFT172 IFT88 IMPDH1 IMPG1 IMPG2 INPP5E KIAA1549 KIZ KLHL7 LRAT MAK MERTK NEK2 NR2E3 NRL OAT OFD1 PCARE PDE6A PDE6B PDE6G POMGNT1 POU3F4 PRCD PROM1 PRPF3 PRPF31 PRPF4 PRPF6 PRPF8 PRPH2 RBP3 RDH11 RDH12 RDH5 REEP6 RGR RHO RLBP1 ROM1 RP1 RP1L1 RP2 RP9 RPE65 RPGR SAG SCAPER SEMA4A SLC7A14 SNRNP200 SPATA7 TOPORS TTC8 TUB TULP1 USH2A ZNF408 ZNF513 HP_PROGRESSIVE_PERIPHERAL_NEUROPATHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROGRESSIVE_PERIPHERAL_NEUROPATHY ABCA1 ARSA COA8 LYST PSAP HP_PROGRESSIVE_PROXIMAL_MUSCLE_WEAKNESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROGRESSIVE_PROXIMAL_MUSCLE_WEAKNESS ABHD5 ANO5 COL12A1 COL6A1 COL6A2 COL6A3 CRYAB DYSF GIPC1 LDB3 LRP12 MLIP MT-TE MT-TL1 MT-TL2 MT-TN MT-TS1 MYOT NEB NOTCH2NLC PLEC PNPLA2 PYGM RILPL1 TK2 TRAPPC11 VCP HP_PROGRESSIVE_PSYCHOMOTOR_DETERIORATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROGRESSIVE_PSYCHOMOTOR_DETERIORATION ARSA BSCL2 CYP27A1 GLB1 HEXB KCTD7 PMPCA PSAP SDHA SDHAF1 SDHB SDHD HP_PROGRESSIVE_PTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROGRESSIVE_PTOSIS GIPC1 LRP12 NOTCH2NLC PABPN1 RILPL1 HP_PROGRESSIVE_PULMONARY_FUNCTION_IMPAIRMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROGRESSIVE_PULMONARY_FUNCTION_IMPAIRMENT AKT1 BAP1 NF2 PDGFB PIK3CA SLC34A2 SMARCB1 SMARCE1 SMO SMPD1 SUFU TERT TRAF7 HP_PROGRESSIVE_SPASTICITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROGRESSIVE_SPASTICITY ACP5 ARG1 ARSA ATP13A2 CTNNB1 DARS2 DEGS1 FA2H GALC GJC2 GLRX5 GM2A HSPD1 MECP2 MSL3 NADK2 NKX6-2 OPA1 PAFAH1B1 PLA2G6 PLAA PLP1 POLG PSAP RPS6KA3 SELENOI SPG11 SPTBN1 TAF8 TBCD ZSWIM6 HP_PROGRESSIVE_SPASTIC_PARAPARESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROGRESSIVE_SPASTIC_PARAPARESIS ABCD1 CPT1C FA2H GALC SELENOI SPG7 TBCE HP_PROGRESSIVE_SPASTIC_PARAPLEGIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROGRESSIVE_SPASTIC_PARAPLEGIA AP4B1 AP4E1 AP4M1 AP4S1 AP5Z1 ARSI ATP13A2 CCT5 CPT1C FA2H FARS2 FLRT1 HACE1 IBA57 KDM5C KIDINS220 KIF1A KLC2 KPNA3 KY MARS1 MT-ATP6 PGAP1 PLP1 PNPLA6 RAB3GAP2 RTN2 SELENOI SLC33A1 UBAP1 WASHC5 ZFR HP_PROGRESSIVE_SPASTIC_QUADRIPLEGIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROGRESSIVE_SPASTIC_QUADRIPLEGIA ACP5 ARG1 ARSA ATP13A2 FA2H GM2A NADK2 PAFAH1B1 PLAA PLP1 PSAP SPTBN1 HP_PROGRESSIVE_VISUAL_FIELD_DEFECTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROGRESSIVE_VISUAL_FIELD_DEFECTS BRAF CTNNB1 PRPF3 PRPH2 RDH5 RHO RLBP1 HP_PROGRESSIVE_VISUAL_LOSS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROGRESSIVE_VISUAL_LOSS AGTPBP1 AIP AKT1 APOE ARL3 ATP1A3 ATXN7 BAP1 BRAF C19orf12 CARS2 CDH23 CDHR1 CEP164 CEP290 CFAP418 CFH CFHR1 CFHR3 CFI CHM CLN3 CLN5 CLN6 CLN8 COL17A1 COL18A1 CTNNB1 CYP4V2 DCN DNAJC30 DNM1L EPRS1 EXOSC3 EXOSC8 EXOSC9 FA2H GUCA1A GUCY2D HMCN1 IFT140 INVS IQCB1 KARS1 KIAA1549 LRP2 MEN1 MERTK MFN2 MT-ATP6 MT-CO1 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MTTP NDUFS2 NEU1 NF1 NF2 NPHP1 NPHP3 NPHP4 OAT OPA1 PAK2 PCYT1A PDGFB PEX7 PHYH PIK3CA PNPLA6 PPT1 PRPH2 PRPS1 RAX2 RDH11 RDH5 RHO RLBP1 RP1L1 RS1 SDCCAG8 SEMA4A SH3BP2 SLC25A46 SMARCB1 SMARCE1 SMO SON SOST SUFU TERT TGFBI TNFRSF11A TPP1 TRAF3IP1 TRAF7 TREX1 UCHL1 VRK1 WDR19 ZNF408 HP_PROLINURIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROLINURIA ALDH4A1 OPLAH PRODH SLC36A2 SLC6A18 SLC6A19 SLC6A20 HP_PROLONGED_BLEEDING_AFTER_DENTAL_EXTRACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROLONGED_BLEEDING_AFTER_DENTAL_EXTRACTION DTNBP1 F10 F11 F13A1 F13B F2 F5 F7 F8 FGA FGB FGG GP1BA GP1BB GP9 ITGB3 LMAN1 MCFD2 RASGRP2 SERPINE1 VWF HP_PROLONGED_BLEEDING_AFTER_SURGERY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROLONGED_BLEEDING_AFTER_SURGERY F10 F13A1 F13B F5 F7 F8 GP1BA GP1BB GP9 ITGA2B ITGB3 LMAN1 MCFD2 P2RY12 SERPINE1 VWF HP_PROLONGED_BLEEDING_FOLLOWING_CIRCUMCISION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROLONGED_BLEEDING_FOLLOWING_CIRCUMCISION F13A1 F13B F2 F5 F8 FGA FGB FGG ITGA2B ITGB3 LMAN1 MCFD2 RBM8A HP_PROLONGED_BLEEDING_FOLLOWING_PROCEDURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROLONGED_BLEEDING_FOLLOWING_PROCEDURE DIAPH1 DTNBP1 F10 F11 F13A1 F13B F2 F5 F7 F8 FGA FGB FGG GFI1B GP1BA GP1BB GP9 IKZF5 ITGA2B ITGB3 KIF23 LMAN1 MCFD2 P2RY12 RACGAP1 RASGRP2 RBM8A SERPINE1 SLC37A4 VWF HP_PROLONGED_BLEEDING_TIME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROLONGED_BLEEDING_TIME ADAMTS2 ADAMTSL2 AGGF1 AP3B1 BMS1 CALR CD36 COL1A1 COL5A1 COL5A2 CREB3L1 DLL4 DTNBP1 F2 F5 GATA1 GATA2 GFI1B GP1BA GP1BB GP6 GP9 HPS1 HPS5 HPS6 ITGA2B ITGB3 ITGB4 JAK2 MAP2K2 MPL MYH9 MYRF NBEAL2 NF1 PLEC RASGRP2 RIN2 RUNX1 SH2B3 SLC35A1 TEK TET2 TP53 UBA2 VWF WAS WIPF1 HP_PROLONGED_NEONATAL_JAUNDICE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROLONGED_NEONATAL_JAUNDICE ADAMTS13 ADAR AKR1D1 AMACR APC2 ARL13B ATP6AP1 ATP7A CASK CCDC115 CDAN1 CPOX CTCF CYP27A1 DUOX2 DUOXA2 EPB41 G6PD GALK1 GALM GH1 GYPC HESX1 HYOU1 IFIH1 IYD JAG1 KMT2D KMT2E LHX3 LHX4 LSM11 MED12 MPV17 NPC1 NPC2 NSD1 PARS2 PEPD PEX1 PEX10 PKLR POU1F1 PROP1 PRPS1 RHAG RNASEH2A RNASEH2B RNASEH2C RNU4ATAC RNU7-1 SAMHD1 SETD2 SLC10A1 SLC16A2 SLC37A4 SLC44A1 SLC51B SLC5A5 SMPD1 SPOP SPTA1 SPTB TBX19 TG TPI1 TPO TREX1 TRHR TSHB TSHR TTC26 UGT1A1 UNC45A YARS1 HP_PROLONGED_PARTIAL_THROMBOPLASTIN_TIME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROLONGED_PARTIAL_THROMBOPLASTIN_TIME ABCD3 AKR1D1 ALG12 ALG13 ALG2 AMACR B4GALT1 DPM1 EFL1 F10 F11 F12 F2 F5 F8 F9 FAH GATA6 GGCX GNE HLA-DQA1 HLA-DQB1 KLKB1 KNG1 LMAN1 LRPPRC LZTR1 MCFD2 PGM1 PLOD3 PMM2 SLC37A4 SOS1 VPS33B HP_PROLONGED_PR_INTERVAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROLONGED_PR_INTERVAL CLCNKB DSG2 GNB5 GPD1L KCNA5 NKX2-5 SCN2B SCN5A SLC12A3 TLL1 HP_PROLONGED_QRS_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROLONGED_QRS_COMPLEX GJA5 IRX5 JUP PKP2 PRKAG2 TMEM43 HP_PROLONGED_QTC_INTERVAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROLONGED_QTC_INTERVAL AKAP9 ALG10B ANK2 CACNA1C CALM1 CALM2 CALM3 CAV3 FLNC HCN4 KCNA5 KCNE1 KCNE2 KCNH2 KCNJ2 KCNJ5 KCNQ1 MECP2 NOS1AP SCN10A SCN4B SCN5A SNTA1 SVIL TANGO2 TBX5 TECRL TNNI3K TRDN HP_PROLONGED_QT_INTERVAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROLONGED_QT_INTERVAL ACADVL AKAP9 ALG10B ALPK3 ANK2 BPTF CACNA1C CACNA1S CALM1 CALM2 CALM3 CAV3 CAVIN1 CLCNKB DNAJC19 DPAGT1 FLNC GABRA3 GMPPB GNAS GPC3 GPC4 HADH HCN4 KCNA5 KCND3 KCNE1 KCNE2 KCNH2 KCNJ18 KCNJ2 KCNJ5 KCNQ1 MECP2 NOS1AP PHOX2B PSMD12 RYR1 SCN10A SCN4B SCN5A SLC12A3 SLC6A8 SNTA1 SRY STX16 SVIL TANGO2 TBX5 TECRL TNNI3K TNNT2 TRDN TRPM4 HP_PROMINENCE_OF_THE_PREMAXILLA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROMINENCE_OF_THE_PREMAXILLA COLEC11 EFEMP2 HRAS NFIX NRAS PEX19 RECQL HP_PROMINENT_ANTIHELIX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROMINENT_ANTIHELIX AP4E1 BICRA EVC EVC2 FIG4 GLI2 KAT6A MGAT2 NR2F1 PGAP1 RAB11B RBM10 RECQL4 SLC16A2 TOR1A WAC HP_PROMINENT_ANTITRAGUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROMINENT_ANTITRAGUS B3GAT3 CHST3 KAT6A PGM2L1 PIGK RAB3GAP2 HP_PROMINENT_CALCANEUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROMINENT_CALCANEUS CCDC8 DLK1 DYM GFM2 MEG3 OBSL1 RAB33B RSPRY1 RTL1 SATB2 HP_PROMINENT_COCCYX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROMINENT_COCCYX COLEC10 COLEC11 MASP1 SH3PXD2B TAF1 TBX15 HP_PROMINENT_CRUS_OF_HELIX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROMINENT_CRUS_OF_HELIX DHX30 FGFR2 FGFR3 HS2ST1 NSD2 STEEP1 TWIST1 HP_PROMINENT_DIGIT_PAD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROMINENT_DIGIT_PAD ADNP ARID1B ATN1 BCOR CCDC22 CHD1 CREBBP CTCF DEAF1 DHX30 EMC1 EP300 EZH2 FOXP1 FOXP2 GJA5 GJA8 H3-3B H4C5 HNRNPH2 JARID2 KANSL1 KDM6A KMT2A KMT2D KPTN MAP1B MED12 MED12L NAA10 NFIX NR2F1 NXN PAK3 PKDCC PRR12 RPS23 RUSC2 TBL1XR1 TCF4 TWIST2 WAC ZNF292 ZNF407 HP_PROMINENT_EAR_HELIX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROMINENT_EAR_HELIX ACBD5 AFF2 DOCK7 LMNA PYCR1 ZMIZ1 ZMPSTE24 HP_PROMINENT_EYELASHES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROMINENT_EYELASHES ARID1A ARID1B ARID2 DPF2 KDM6A KMT2D LMNB1 PYCR2 RNU4ATAC SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SOX11 SOX4 HP_PROMINENT_FOREHEAD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROMINENT_FOREHEAD ABCC9 ACTL6B ADAT3 ADNP AGR2 ALDH18A1 ALX4 AMER1 AP1G1 AP1S2 AP2M1 APC2 ARCN1 ARNT2 ARX ASXL1 ASXL3 ATIC B3GALT6 B3GAT3 B3GLCT BRAF BRWD3 CA2 CAMK2B CASK CBFB CCND2 CDC42 CDH2 CDKL5 CDKN1C CEP57 CHD2 CHD3 CHST3 CKAP2L CLCN3 CNOT3 COG4 COL18A1 COL27A1 COL2A1 CPT2 CREBBP D2HGDH DHCR24 DLK1 DPF2 DPH1 DPH2 DPH5 DPYD DVL1 DVL3 DYNC1H1 EBF3 EDA EDAR EDARADD EFEMP2 ELN EP300 EPG5 ERF ERMARD EXOSC2 EXT2 FAM111A FAM149B1 FAM50A FARSB FAT4 FBLN5 FBN1 FBXO31 FGFR1 FGFR2 FGFR3 FLNA FLNB FMR1 FOXC1 FOXP1 FUCA1 FZD2 GJA5 GJA8 GJB2 GJB6 GLE1 GNE GNS GOLGA2 GPAA1 GPC4 GRB10 H19 H3-3A H3-3B HECTD4 HECW2 HERC1 HESX1 HMGA2 HRAS IARS2 IFT140 IFT81 IGF1 IGF2 IL2RA IL6ST INPP5E INPPL1 IRX5 ITGA3 JARID2 KCNJ1 KDF1 KDM1A KDM6B KIAA0753 KIDINS220 KIF11 KIF7 KMT2A KMT2D KMT2E KPTN LARP7 LBR LHX3 LHX4 LRP4 LRPPRC MAB21L2 MAN2B1 MAPKAPK5 MARS2 MBTPS1 MED12 MED13L MEG3 MEGF8 MID1 MN1 MTOR MYH3 NAA10 NALCN NANS NEXMIF NFIX NPR2 NRAS NSD1 NSD2 OBSL1 OPHN1 P4HTM PAM16 PDGFRB PEPD PEX5 PIGK PIGL PIK3R1 PITX2 PKDCC PLA2G6 PLAG1 PMM2 POC1A POLR3A POU1F1 PPP1CB PPP2R5D PRKDC PRMT7 PROP1 PRPS1 PTDSS1 PTEN PTH1R PUF60 PURA PYCR1 RAF1 RALA RECQL4 RMRP ROR2 RPS6KA3 RTL1 RYR1 RYR3 SATB2 SCN1A SCYL2 SERPINH1 SETBP1 SETD2 SH3PXD2B SHOC2 SIN3A SKI SKIC2 SKIC3 SLC2A1 SLC6A1 SMG9 SMOC1 SNX14 SON SP7 SPECC1L SRCAP STAT3 STAT5B SUMF1 SUZ12 SVBP SYNGAP1 TAF1 TAPT1 TBCE THSD1 TMEM147 TMEM53 TONSL TRAF6 TRIP11 TRRAP TTC7A TWIST1 UBR7 UNC80 UPF3B USP9X VPS33A VPS35L WAC WASHC4 WNT5A ZBTB18 ZBTB20 ZBTB7A ZNF292 ZNF711 ZPR1 ZSWIM6 HP_PROMINENT_INTERPHALANGEAL_JOINTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROMINENT_INTERPHALANGEAL_JOINTS ARID1B COL11A2 PCGF2 SMARCA2 SMARCA4 HP_PROMINENT_METOPIC_RIDGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROMINENT_METOPIC_RIDGE ABCC8 ACTB ACTG1 ADAMTSL1 ADARB1 ADSL ALG9 ASXL1 ATIC CAMSAP1 CDC6 CDKN1C CLCN3 COL25A1 ERCC1 ERCC2 ERCC5 ERCC6 ERMARD FOXG1 GCK GJA5 GJA8 GNPTAB H3-3B HNRNPK HNRNPU IFT140 IGF2 IL11RA INS INTU KANSL1 KCNJ11 KCNQ1 KCNQ1OT1 KDM4B KDM5B LMX1B MAF MAP1B MAPK1 MID1 NAA10 NARS2 NOTCH3 NSRP1 NUP188 PDX1 PPP2R1A PURA RNU4ATAC RTTN SC5D SMARCD1 SMG9 SRCAP STAT3 STXBP1 TBCK TOGARAM1 TWIST1 ZFHX4 ZNF292 ZNF462 HP_PROMINENT_NASAL_BRIDGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROMINENT_NASAL_BRIDGE ACTG2 AFF2 AHI1 ALG12 ALX4 ANKRD11 ARL13B ARL3 ARL6 ARMC9 ARVCF ARX ASH1L ASPH ASXL3 ATIC ATPAF2 B9D1 B9D2 BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCOR BCR BICRA BRCA1 CASK CBY1 CC2D2A CDC42BPB CDK13 CENPF CEP104 CEP120 CEP152 CEP19 CEP290 CEP41 CFAP418 CHD5 CKAP2L CLIC2 COLEC11 COMT COX4I1 CPLANE1 CRKL CSPP1 DCAF17 DHPS DOCK7 DYRK1A EBF3 EBP ECE1 EDN3 EDNRB ERCC1 ERCC6 EXOSC5 EXT2 FAM149B1 FBN1 FGFR2 FGFR3 GALNT2 GATA4 GJA5 GJA8 GP1BB GPC4 H4C9 HDAC8 HERC1 HIRA HIVEP2 HMGA2 HNRNPK HSPG2 HYLS1 IFT172 IFT27 IFT57 IFT74 IGBP1 INPP5E INSR IPO8 JMJD1C KANSL1 KAT6A KAT6B KAT8 KATNIP KDM5B KDM5C KDM6B KIAA0586 KIAA0753 KIF7 KIFBP LEMD3 LMNB1 LZTFL1 MAPK1 MAPK8IP3 MECP2 MED12 MED12L MED13 MEIS2 MGAT2 MIA3 MITF MKKS MKS1 NALCN NBN NDE1 NEXMIF NFASC NHS NONO NPHP1 NR2F1 NSDHL NSUN2 OFD1 ORC6 OTUD6B PAK3 PAX3 PCDHGC4 PCNT PDE6D PDGFRB PGAP2 PGAP3 PHF21A PIBF1 PIGL PIGO PIGV PIGW PIGY PMM2 POLR1A PRKD1 RAB3GAP2 RAC1 RARS2 RB1 RECQL RECQL4 RELN RLIM RPGRIP1L RREB1 RTTN SATB2 SCAPER SCLT1 SCUBE3 SDCCAG8 SEC23A SEC24C SF3B4 SH2B1 SIN3A SMAD4 SMC1A SMC3 SMS SNAP29 SOX10 SOX18 SPECC1L SPEN SPOP SPRED2 SPRTN SRCAP STAG1 SUFU TAF6 TBC1D20 TBCK TBX1 TCF4 TCTN1 TCTN2 TCTN3 TGFB3 TLK2 TMEM138 TMEM216 TMEM218 TMEM231 TMEM237 TMEM67 TNPO2 TOGARAM1 TOPORS TP63 TRIM32 TRIO TRRAP TTC8 TWIST1 TXNL4A UFD1 UNC80 UPF3B VPS13B WARS1 WDPCP WDR37 XRCC4 ZDHHC9 ZMIZ1 ZNF335 ZNF423 ZNF526 ZNF699 HP_PROMINENT_NASAL_TIP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROMINENT_NASAL_TIP ASNS AUTS2 BCL11A BICRA CCDC8 CHD5 CHRNA7 CSGALNACT1 DPYD FLCN KCNJ6 MADD MED25 OBSL1 PCGF2 PDE4D PGM2L1 PPP3CA PRKACB RFX7 SPEN SYT1 WDR26 ZEB2 HP_PROMINENT_NASOLABIAL_FOLD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROMINENT_NASOLABIAL_FOLD ATP6V0A2 ATP6V1A ATP6V1E1 CHST14 DSE FOXP1 GNB2 LTBP1 MYBPC1 NAA10 NALCN NF1 SPRED2 TNNI2 TOR1A USP9X HP_PROMINENT_NOSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROMINENT_NOSE AARS1 ACER3 ACTB ACTG1 ADAT3 AP1S2 AP4S1 APC2 ASH1L ASPH ATR BCL11B BLM BPTF CDK19 CDK5RAP2 CENPE CENPT CEP120 CHD3 CLTCL1 COG5 CREBBP CTSK CUL4B DCAF17 DENND5A DYNC1I2 EIF4A3 EMG1 EP300 ERCC2 ERCC6 ERCC8 EXOSC5 EXTL3 FBXL3 FGF3 FHL1 FOXP2 GJA5 GJA8 GMPPA GNB2 GPC4 H4C5 HYMAI INTU ITGA3 KAT6B LIG4 LMBR1 MAN1B1 MBD5 MED12 METTL5 MINPP1 NBN NFIX NHS NIN NONO NSUN2 OPHN1 PCNT PDE4D PEX19 PEX3 PGM2L1 PLAGL1 PLK4 PMM2 POC1A PSMB8 PSMD12 QRICH1 RBBP8 RLIM RNU4ATAC RUSC2 SLF2 SMC5 SMG8 SNRPN SOX6 SPART SPOP SRCAP STAG2 STIL STIM1 TAB2 TAF6 TMEM94 TTC5 TTI2 UFC1 UNC80 USP9X WARS1 WDR73 ZNF668 ZNF699 HP_PROMINENT_OCCIPUT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROMINENT_OCCIPUT ALX4 ATP6V1B2 ATP7A CCDC22 CDK13 CDKN1C CHUK CNOT1 CNOT3 CTSK DLL3 DPYSL5 ERF FLNA FLNB GDF11 GJA5 GJA8 GLI3 HES7 HRAS HYMAI IFT122 IFT43 IFT52 IFT81 IGF2 ITCH KAT6B KATNB1 KCNQ1 KCNQ1OT1 KIF7 KRAS LFNG MED12 MESP2 MOGS MYCN NDE1 NFIX NOTCH2 NRAS PIGA PIGN PLAGL1 RELN RIPPLY2 RNU4ATAC SMG9 SOX6 TBC1D24 TBX6 TFAP2B TOR1A TWIST1 VPS35L WASHC5 WDR19 WDR35 HP_PROMINENT_STERNUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROMINENT_STERNUM AIFM1 ARSB BMP2 DLK1 DYM GALNS GATA6 GLB1 LONP1 MEG3 PRKG2 RMRP RTL1 WNT7A ZFPM2 HP_PROMINENT_SUPERFICIAL_BLOOD_VESSELS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROMINENT_SUPERFICIAL_BLOOD_VESSELS AEBP1 AGPAT2 ALDH18A1 ANTXR1 ATP6V0A2 ATP6V1A ATP6V1E1 BANF1 BSCL2 C1R C1S CAV1 CAVIN1 COG4 FLT4 FOS G6PC3 GPR35 IPO8 LEMD2 LMNA MST1 PDGFRB PIK3R1 POLR3A PPARG PPP1R15B PTDSS1 PYCR1 RASA1 SEMA4D SLC25A24 SLC39A13 TCF4 VEGFC ZMPSTE24 HP_PROMINENT_SUPRAORBITAL_RIDGES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROMINENT_SUPRAORBITAL_RIDGES ABCC9 AGPAT2 AP1G1 ARX BSCL2 CAV1 CAVIN1 CHD8 COL11A2 EDA ERCC4 FBXO31 FGFR1 FHL1 FLNA FOS FREM1 GRIA3 HDAC8 IDS JARID2 KCNJ8 LAS1L LBR LMBRD2 MAP2K2 MAP3K7 OPHN1 PAK3 PDGFRB PHF6 PHF8 PIK3R1 PITX2 POLR3A PPARG PRR12 PSMC3 PTH1R RBMX RPS6KA3 SEC23A SHANK3 SOST SP7 SUZ12 TAF1 TOE1 UBE2A ZSWIM6 HP_PROMINENT_UMBILICUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROMINENT_UMBILICUS AGPAT2 BSCL2 CAVIN1 FGD1 KAT6A LMNA ZMPSTE24 HP_PROMINENT_VEINS_ON_TRUNK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROMINENT_VEINS_ON_TRUNK AEBP1 ATP6V0A2 ATP6V1A ATP6V1E1 PPARG HP_PROPORTIONATE_SHORT_STATURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROPORTIONATE_SHORT_STATURE ACAN ADAMTS10 ADAMTS2 ADAMTSL2 AGO1 AMER1 ANTXR2 ARSL ATP11A ATR B3GALT6 BRAF BRF1 CAMK2G CANT1 CDC45 CDC6 CDT1 CENPJ CENPT CHST11 CKAP2L COL10A1 COL1A1 COL1A2 COL2A1 COL9A2 COL9A3 COMP COX7B CRIPT CSGALNACT1 CTNNB1 CTSA DDRGK1 DHCR24 DLL3 DLX5 DNMT3A DOCK3 DPP9 DVL1 DVL3 DYM EFEMP2 EPRS1 ERCC4 ERCC6 ESCO2 EVC EVC2 FAM111A FBLN5 FBN1 FGD1 FGFR1 FGFR3 FLNB FZD2 GH1 GHR GHRHR GLB1 GMNN GORAB GUSB HADH HCCS HHAT HOXD13 HSPA9 HSPG2 IDS IGF1R INPP5K INPPL1 KAT6B KIF11 LARP7 LBR LTBP1 LTBP3 LYSET MAP3K7 MATN3 MBTPS2 MESP2 MIA3 NDUFB11 NEPRO NIN NPR2 NSMCE2 OBSL1 ORC1 ORC4 ORC6 PCGF2 PCYT1A PDE4D PEX7 PIEZO2 PIK3R1 PNPLA6 POLE PPP1R15B PTCD3 PTDSS1 PTH1R PYCR1 RECQL4 RMRP RNU4ATAC RPL13 RTTN RUNX2 SALL4 SCNN1A SCNN1B SCNN1G SDHA SDHAF1 SDHB SDHD SELENOI SGMS2 SHOX SIL1 SLC26A2 SLC39A13 SMAD4 SMARCA2 SON STAT5B STRA6 TBCE TBX6 TCTN3 TKT TRIP11 TRMT10A TRPV4 WNT5A XYLT1 ZBTB18 HP_PROPORTIONATE_TALL_STATURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROPORTIONATE_TALL_STATURE AGPAT2 AIP BSCL2 CAV1 CAVIN1 CDKN1A CDKN1B CDKN2B CDKN2C DNMT3A FIBP FOS MEN1 NF1 PPARG HP_PROPTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROPTOSIS ABCA12 ADAMTS10 AFF4 AKT1 ALG9 ALPL AP3B2 APC ASPM ASXL1 ASXL2 ASXL3 ATXN3 AUTS2 B3GALT6 B3GAT3 B4GALT7 BANF1 BAP1 BGN BPNT2 BRAF BRCA1 BRCA2 BRIP1 CACNA1C CANT1 CBL CDC45 CDH11 CDK5RAP2 CDKN1C CDON CHST3 CITED2 CKAP2L CLP1 COG1 COG4 COL11A1 COL11A2 COL1A1 COL2A1 COL3A1 CPLX1 CREBBP CRIPT CRTAP CSGALNACT1 CTBP1 CTLA4 CTSK CYP27A1 DDR2 DHCR7 DPYSL5 DVL1 DVL3 DYNC1I2 EFEMP2 ELMO2 EP300 ERCC4 ERF ESCO2 EXTL3 FAM20C FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FBN1 FGF9 FGFR1 FGFR2 FGFR3 FGFRL1 FIG4 FLI1 FLNA FLNB FLT4 FN1 FOCAD FOXC1 FZD2 GATA4 GATA5 GATA6 GDF1 GJA5 GNPTAB HECTD4 HERC1 HLA-DPA1 HLA-DPB1 HNRNPK HSPG2 HYMAI IFT81 IGF2 IL11RA INPPL1 INSR IPO8 IRF4 ITCH JAG1 KAT6A KCNJ6 KCNQ1 KCNQ1OT1 KDR KRAS LEMD2 LETM1 LMNA LRP2 LRP4 LTBP1 LZTR1 MAD2L2 MAF MAFB MAN2B1 MITF MMP2 MRAS MTHFR MTX2 MUSK MYD88 MYOD1 NAA10 NBAS NDE1 NEDD4L NELFA NF1 NF2 NFIX NIPBL NKX2-5 NKX2-6 NLRP3 NOTCH3 NRAS NSD2 NXN OSTM1 P3H1 P4HB PALB2 PARS2 PCLO PDGFB PDGFRB PEPD PHGDH PIGB PIGG PIK3CA PKDCC PLAGL1 PLCB3 PLK4 PLOD3 POLA1 POLD1 POLR3A POLR3GL POR PPP2CA PRTN3 PRUNE1 PSAT1 PSMB8 PTCH1 PTEN PTH1R PTPN11 PTPN22 RAC3 RAD51 RAD51C RAF1 RASA2 RECQL4 RFWD3 RIT1 RNU12 RNU4ATAC ROR2 RRAS RRAS2 RSPRY1 RTTN SCN4A SEC24D SERPINH1 SETBP1 SH3BP2 SH3PXD2B SHH SHPK SIN3A SIX3 SKI SKIC3 SLC25A24 SLC29A3 SLC39A13 SLC39A14 SLX4 SMAD3 SMARCB1 SMARCE1 SMO SMS SNRPN SOS1 SOS2 SOST SOX9 SPECC1L SPRED2 SPTBN1 STAG2 SUFU TAF1 TBC1D24 TBX1 TCF12 TCTN3 TERT TGDS TGFB1 TGFB3 TGFBR1 TGFBR2 THRB TMEM53 TNFRSF11A TRAF7 TSHR TWIST1 UBE2T VAC14 VANGL2 WASF1 WDR4 WNT5A XRCC2 XYLT1 ZFPM2 ZIC1 ZMPSTE24 ZNF699 HP_PROSTATE_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROSTATE_CANCER AAGAB APC AR BARD1 BMPR1A BRCA1 BRCA2 BRIP1 CDH1 CDKN2A CHEK2 COL14A1 EPHB2 FOXE1 GREM1 KLF6 MAD1L1 MDM2 MRE11 MXI1 NAB2 NBN NTHL1 PALB2 PTEN RAD50 RAD51 RAD51C RAD51D RNASEL RNF43 STAT6 TP53 ZFHX3 HP_PROSTATITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROSTATITIS BTK CTLA4 HGD HLA-DPA1 HLA-DPB1 PRTN3 PTPN22 HP_PROTEIN_AVOIDANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROTEIN_AVOIDANCE ASL ASS1 CPS1 OTC SLC25A15 SLC7A7 HP_PROTEIN_LOSING_ENTEROPATHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROTEIN_LOSING_ENTEROPATHY ADAMTS3 ALG1 ALG6 ALG8 BLNK BMPR1A CARD8 CCBE1 CD55 COG8 DGAT1 DZIP1L FOCAD MPI PET117 PIK3C2A PKHD1 PLVAP PTEN STAT1 HP_PROTRACTED_DIARRHEA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROTRACTED_DIARRHEA ATRX CD247 CD3D CD3E CIITA DAXX LCK MYO5B RAG1 RAG2 RFX5 RFXANK RFXAP SDHD HP_PROTRUDING_EAR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROTRUDING_EAR AARS1 ADNP AHDC1 ALDH18A1 ANKRD11 ANTXR1 AP1S2 APC ARX ATP6V1A B3GALNT2 B3GLCT B4GAT1 BAZ1B BCL7B BICRA BIN1 BLM BMP1 BMP4 BSND BUD23 CAMK2G CAMTA1 CARS1 CCDC32 CCDC8 CHRNA7 CHST14 CLCF1 CLCNKA CLCNKB CLIP2 CLTC COL2A1 COL3A1 COL4A1 COL6A1 COL6A2 COL6A3 CREBBP CRPPA CUL7 DAG1 DCAF17 DHX37 DLX4 DNAJC30 DOCK6 DPP6 DSE DYRK1A EDEM3 EDNRA EIF4A3 EIF4H ELN ERCC2 ERCC3 EXT1 EYA1 FAM20C FBLN5 FBN1 FBXL4 FGFR1 FIBP FIG4 FKBP6 FKRP FKTN FLNA FMR1 FN1 FOXG1 FRMD4A GABRA3 GJA1 GJA5 GJA8 GJB3 GJB4 GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GTPBP2 H19 HEATR3 HNRNPK HUWE1 IFT122 IGF2 INSR INTS1 JARID2 KANSL1 KCNK9 KCTD1 KDM5C KDM6A KDSR KIF11 KMT2D KNSTRN LARGE1 LGI4 LIG4 LIMK1 LMNB1 LRP4 MAB21L1 MAPK8IP3 MBD5 MBTPS2 MED12 MEGF8 METTL27 MLXIPL MPLKIP MYH3 MYMX NAA10 NALCN NCF1 NDP NDST1 NECTIN1 NEK1 NF1 NHS NKAP NR2F1 NSD2 NSRP1 NSUN2 OBSL1 OCRL OTUD6B PACS1 PAX1 PGM2L1 PIEZO2 PIK3CD PLK4 POLA1 POMGNT1 POMGNT2 POMK POMT1 POMT2 POU3F3 PPP1R12A PQBP1 PRUNE1 PTPN11 PUS7 PYCR1 PYCR2 RAD21 RB1 RFC2 RFX7 RNF113A RPL10 RPS6KA3 RXYLT1 RYR1 SCARF2 SH3PXD2B SHANK3 SIN3A SKI SLC1A4 SMC5 SMPD4 SON SPEG SPOP SPTBN1 SRCAP STX1A TAF1 TARS1 TASP1 TBL2 TBX22 TBX4 TET3 TFAP2B TMEM270 TNNI2 TNNT3 TP53RK TP63 TPM2 TRAIP TRMT1 TRPS1 TTC26 TTN TUBGCP2 TUBGCP4 TUBGCP6 TXNL4A UBA2 UPF3B VPS37D WDR19 WNT4 WNT7A ZDHHC9 ZNF407 ZNF462 HP_PROTRUDING_TONGUE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROTRUDING_TONGUE ADGRG1 ATRX CCDC22 CDCA7 CLIC2 COG7 CSNK2A1 CSNK2B DHX30 DNM1 DNMT3B EHMT1 FAM20C FBXO28 FTO GATA1 GLB1 GRIK2 HELLS INPP5E KIF7 LAMA2 LMNB1 MGAT2 NEU1 NFIX NRXN1 OCA2 PEX1 PI4KA PIGB PTH1R RALGAPA1 SET SLC25A24 SLC35C1 SNRPN SRPX2 TAF1 TRIP11 UBE3A VPS13A ZBTB24 ZNF699 HP_PROTRUSIO_ACETABULI https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROTRUSIO_ACETABULI COL1A1 COL1A2 CRTAP FBN1 FKBP10 HSPG2 MMP2 PLOD1 SERPINF1 SMAD3 TGFB2 TGFBR2 HP_PROTUBERANT_ABDOMEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROTUBERANT_ABDOMEN BMPER COL11A1 COL11A2 COL2A1 CYP27B1 CYP2R1 DICER1 DLK1 DLL3 DYM FBN1 FGFR3 FLNB G6PC1 GBA1 GNE GNPTAB GUSB IDUA IFT122 IFT52 INPPL1 KAT6A KIAA0753 LBR LIPA MEG3 MESP2 MTOR NKX3-2 PSAT1 PSMB8 PTH1R RTL1 SLC26A2 SLC35D1 SLC37A4 SMARCAL1 SMPD1 TRIP11 TXNDC15 VDR HP_PROXIMAL_AMYOTROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROXIMAL_AMYOTROPHY ADSS1 ANO5 ARMC5 ATRX BRAF CAPN3 CDH23 CRPPA DNM2 DOK7 DYNC1H1 DYSF EMD FHL1 FKRP FKTN FUS GFPT1 GNAS HNRNPDL INPP5K LMNA MGME1 MORC2 MT-TE MTMR14 MYH7 NEFL NR3C1 PEX6 POMT1 POMT2 REEP1 RYR1 SGCB SGCD SLC12A6 SMN1 SMN2 SPG11 SPTLC1 STIM1 SYNE1 SYNE2 SYT2 TCAP TFG TMEM43 TNNT1 TNXB TP53 TRIM32 TRPV4 USP48 USP8 VAPB VMA21 HP_PROXIMAL_FEMORAL_EPIPHYSIOLYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROXIMAL_FEMORAL_EPIPHYSIOLYSIS BRF1 DNAJC21 EFL1 PCNT RET RSPRY1 SBDS SRP54 HP_PROXIMAL_FEMORAL_METAPHYSEAL_ABNORMALITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROXIMAL_FEMORAL_METAPHYSEAL_ABNORMALITY CFAP410 COL10A1 CSPP1 DNAJC21 KIAA0586 SBDS SRP54 TRPV4 UFSP2 HP_PROXIMAL_HYPERREFLEXIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROXIMAL_HYPERREFLEXIA ABCC9 ALDH18A1 ANO10 ARL6IP1 ATP13A2 CAPN1 COX4I1 CYP2U1 ERLIN2 FAR1 FLRT1 FTL HARS1 HEXB HSPD1 IBA57 KIF5A KLC2 KPNA3 MTPAP NONO PGM3 REEP1 RTN2 SACS SDHA SDHAF1 SDHB SDHD SIGMAR1 SPAST SPG11 SPTLC2 TMEM63C TNR UBAP1 VPS37A WASHC5 HP_PROXIMAL_MUSCLE_WEAKNESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROXIMAL_MUSCLE_WEAKNESS ABHD5 ACADM ACBD5 ACTA1 ACTN2 ADSS1 AGRN AK9 ALG14 ALG2 ALS2 ANO5 ANXA11 ARMC5 ASAH1 ATP6V1E1 ATP7B ATXN1 BAG3 BICD2 BIN1 BTNL2 BVES CACNA1S CAPN3 CASQ1 CAV3 CAVIN1 CFL2 CHAT CHCHD10 CHKB CHRNA1 CHRNB1 CHRND CHRNE CNBP COL12A1 COL13A1 COL6A1 COL6A2 COL6A3 COL9A3 COLQ COQ8A CPOX CPT1C CRPPA CRYAB DAG1 DES DGUOK DMD DMXL2 DNA2 DNAJB6 DNM2 DOK7 DPAGT1 DPM3 DYNC1H1 DYSF EGR2 EMD FBXO38 FDX2 FHL1 FKRP FKTN FLAD1 FLNC FUS FXR1 GAA GABRA3 GAN GATM GDAP1 GFPT1 GIPC1 GMPPB GNAS GNE GOSR2 HACD1 HEXB HK1 HLA-DRB1 HMBS HNRNPA1 HNRNPA2B1 HSPG2 IGHMBP2 INPP5K ITGA7 JAG1 JAG2 JPH1 KCNE3 KCNJ18 KY LAMA2 LAMB2 LAMP2 LARGE1 LDB3 LIPE LMNA LPIN1 LRIF1 LRP12 LRP4 LTBP4 MAP3K20 MB MEGF10 MFN2 MICU1 MLIP MORC2 MPZ MSTO1 MT-ATP6 MT-CO1 MT-CO3 MT-TE MT-TL1 MT-TL2 MT-TN MT-TS1 MTAP MTMR14 MTMR2 MUSK MYBPC1 MYF6 MYH14 MYH2 MYH7 MYL1 MYMK MYO9A MYOT MYPN NARS2 NDRG1 NDUFA1 NEB NEFH NEFL NOTCH2NLC NUTM2B-AS1 OAT OBSCN OPA1 ORAI1 PABPN1 PHKA1 PIGN PLEC PLEKHG5 PMP22 PNPLA2 PNPLA8 POGLUT1 POLG POLG2 POLR3GL POLRMT POMGNT1 POMGNT2 POMK POMT1 POMT2 POPDC3 PPOX PREPL PRKACA PRX PUS1 PYGM PYROXD1 RAPSN RBCK1 REEP1 RILPL1 RNU12 RRM2B RUSC2 RYR1 RYR3 SBF2 SCN4A SDHA SDHAF1 SDHB SDHD SECISBP2 SELENON SGCA SGCB SGCD SGCG SH3TC2 SIGMAR1 SLC12A6 SLC18A3 SLC22A5 SLC25A1 SLC25A21 SLC25A4 SLC25A42 SLC52A3 SLC5A7 SLC9A7 SMN1 SMN2 SMPX SNAP25 SORD SPEG SPG11 SPTLC1 SQSTM1 STAC3 STIM1 SYNE1 SYNE2 SYT2 TAFAZZIN TARDBP TBK1 TCAP TFG TK2 TMEM126B TMEM43 TNNT1 TNXB TOP3A TPM2 TPM3 TRAPPC11 TRDN TRIM32 TRPV4 TTN TWNK UBA1 UNC45B VAMP1 VAPB VCP VMA21 VWA1 HP_PROXIMAL_MUSCLE_WEAKNESS_IN_LOWER_LIMBS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROXIMAL_MUSCLE_WEAKNESS_IN_LOWER_LIMBS ADSS1 ANO5 ANXA11 ATP7B BICD2 BIN1 CHCHD10 COL12A1 COL6A1 COL6A2 COL6A3 CPOX CRPPA CRYAB DMD DMXL2 DNM2 DYNC1H1 DYSF EMD FHL1 FLNC GDAP1 GNE HEXB HMBS HNRNPA1 HSPG2 JAG2 LAMA2 LIPE LMNA MB MFN2 MLIP MORC2 MTMR14 MYF6 MYH7 NEFL PHKA1 PIGN POGLUT1 POLG POLG2 POPDC3 REEP1 RRM2B RYR1 SBF2 SCN4A SECISBP2 SLC25A4 SMN1 SMPX SORD SPG11 SYNE1 SYNE2 TCAP TMEM43 TNNT1 TRIM32 TTN TWNK VCP VMA21 VWA1 HP_PROXIMAL_MUSCLE_WEAKNESS_IN_UPPER_LIMBS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROXIMAL_MUSCLE_WEAKNESS_IN_UPPER_LIMBS ADSS1 AGRN AK9 ANO5 ANXA11 BIN1 CHCHD10 CHRNA1 CHRNB1 CHRND CHRNE COL13A1 CPOX CRPPA DNM2 DOK7 DYSF EMD FBXO38 FHL1 GDAP1 GIPC1 GMPPB HMBS JAG1 JAG2 KY LAMA2 LDB3 LIPE LMNA LPIN1 LRP12 LRP4 MFN2 MORC2 MT-CO1 MT-CO3 MTMR14 MUSK MYF6 NEFL NOTCH2NLC OBSCN POMT1 PPOX RAPSN RILPL1 RYR1 SBF2 SCN4A SLC12A6 SMPX SPG11 SYNE1 SYNE2 TCAP TMEM43 TRPV4 VCP VWA1 HP_PROXIMAL_PLACEMENT_OF_THUMB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROXIMAL_PLACEMENT_OF_THUMB ALG12 ANKRD11 B3GLCT BAP1 BMP4 BRCA1 BRD4 CDC42 CRIPT DHCR7 EFTUD2 EIF4A3 ESCO2 FANCB FLNA FRA10AC1 GATA4 HDAC8 HOXA13 KCNH1 LONP1 MGAT2 NIPBL NKX3-2 NOG PTRH2 RAD21 RAD51C RECQL RRAS2 SHMT2 SIN3A SLC26A2 SMC1A SMC3 TFAP2A TP63 ZC4H2 ZIC3 ZNF462 HP_PROXIMAL_RADIO_ULNAR_SYNOSTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROXIMAL_RADIO_ULNAR_SYNOSTOSIS B3GALT6 CHSY1 FGFR2 FGFR3 HOXA11 TWIST1 HP_PROXIMAL_RENAL_TUBULAR_ACIDOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROXIMAL_RENAL_TUBULAR_ACIDOSIS ALDOB CA2 EHHADH GATA3 GATM NDUFAF6 OCRL PC SLC34A1 SLC4A4 UQCC2 HP_PROXIMAL_SYMPHALANGISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROXIMAL_SYMPHALANGISM BHLHA9 CHSY1 GDF5 NOG NONO PQBP1 PTDSS1 ROR2 HP_PROXIMAL_TUBULOPATHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PROXIMAL_TUBULOPATHY ALDOB CLCN5 COG6 CTNS ETFA ETFB ETFDH FOXRED1 HBB LRP2 MPI MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW NDUFA1 NDUFA11 NDUFA6 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB9 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NUBPL OCRL PMM2 POLRMT RRM2B SLC34A1 TIMMDC1 TMEM126B HP_PRURITUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PRURITUS ABCA12 ABCB11 ABCB4 ABCC6 ADA ALOX12B ALOXE3 AQP5 ASPRV1 ASXL1 ATP2A2 ATP7B ATP8B1 BRCA1 BRCA2 CARD14 CAST CBL CCDC47 CD28 CDSN CERS3 CFTR CHD7 CHST8 CLDN1 CLEC7A COL7A1 CST6 CTLA4 CTNNB1 CYP4F22 DCDC2 DCLRE1C DNASE1L3 DSG4 DSP ENPP1 EPAS1 EPOR FDPS FECH FH FLG2 FLI1 GATA1 GPNMB GPR35 GSN HLA-DRA HSD3B7 IL12A IL12RB1 IL17F IL17RA IL17RC IL2RG IL31RA IL6ST IL7R IRF5 JAK2 KIF12 KIT KRT10 KRT14 KRT5 KRT74 LBR LDHA LIG4 LIPA LIPN LRP1 MC1R MED12 MIA3 MMEL1 MPL MST1 MVD MVK MYO5B NIPAL4 NLRP3 NR1H4 NRAS OSMR PDGFRA PEPD PERP PKHD1 PKP1 PLCG2 PLEC PMVK PNPLA1 POFUT1 POGLUT1 POU2AF1 PSENEN PTPN3 RAG1 RAG2 RMRP RUNX1 SCN10A SCN11A SCN9A SDR9C7 SEMA4D SEMA7A SLC17A9 SLC27A4 SLCO1B1 SLCO1B3 SPIB SRSF2 ST14 STAT3 STX3 SULT2B1 TCF4 TET2 TGM1 THPO TJP2 TNFRSF1B TNFSF15 TNPO3 TRAF3IP2 TRPM4 TRPV3 UNC45A UROD UROS USP53 VIPAS39 VPS33B XPNPEP2 ZFYVE19 ZNF341 HP_PSEUDOARTHROSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PSEUDOARTHROSIS CBFB CCDC134 EFNB1 FGFR1 MET MYF5 NF1 WNT7A ZMPSTE24 HP_PSEUDOBULBAR_PARALYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PSEUDOBULBAR_PARALYSIS ACTB ADGRG1 ALDH18A1 ALS2 B4GALNT1 CYP27A1 DCTN1 FIG4 HMBS HTRA1 LMNB1 NEFH NONO NOTCH3 NUS1 PI4KA PRPH RARS1 SEC31A SOD1 SRPX2 TGM6 ZFYVE26 HP_PSEUDOBULBAR_SIGNS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PSEUDOBULBAR_SIGNS ACTB ADGRG1 ADSS1 ALDH18A1 ALS2 AP4M1 ASPA B4GALNT1 CYP27A1 DCTN1 DNMT1 ERLIN2 FBLN1 FIG4 GM2A HMBS HTRA1 LMNB1 NEFH NONO NOTCH3 NUS1 PI4KA PRPH PUS3 RARS1 SEC31A SOD1 SPG7 SRPX2 TGM6 ZFYVE26 HP_PSEUDOEPIPHYSES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PSEUDOEPIPHYSES BMPR1B COG4 CPLX1 CTBP1 FGFRL1 GDF5 HOXA13 KCNH1 LETM1 MAP3K7 NKX3-2 NPR3 NSD2 PCNT PTH1R RAB23 RPS6KA3 SALL1 HP_PSEUDOEPIPHYSES_OF_HAND_BONES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PSEUDOEPIPHYSES_OF_HAND_BONES BMPR1B COG4 CPLX1 CTBP1 FGFRL1 GDF5 KCNH1 LETM1 NKX3-2 NPR3 NSD2 PCNT RAB23 RPS6KA3 SALL1 HP_PSEUDOEPIPHYSES_OF_THE_METACARPALS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PSEUDOEPIPHYSES_OF_THE_METACARPALS COG4 CPLX1 CTBP1 FGFRL1 LETM1 NPR3 NSD2 PCNT RPS6KA3 SALL1 HP_PSEUDOEPIPHYSES_OF_THE_PHALANGES_OF_THE_HAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PSEUDOEPIPHYSES_OF_THE_PHALANGES_OF_THE_HAND BMPR1B GDF5 KCNH1 NPR3 RAB23 HP_PSEUDOHYPOALDOSTERONISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PSEUDOHYPOALDOSTERONISM CUL3 KLHL3 NR3C2 SCNN1A WNK1 WNK4 HP_PSORIASIFORM_DERMATITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PSORIASIFORM_DERMATITIS ADAM17 AP1S3 BCL11B CACNA1G CARD14 CTLA4 DSG1 EGFR FLI1 FOXP3 GATA3 GJB2 GJB6 HLA-B HLA-C HLA-DQB1 HLA-DRB1 IGHG2 IGKC IL2RA IL36RN IRF2BP2 KNSTRN LIG4 MSMO1 NFKB2 PI4KA PIK3CD SLC29A3 TP63 TTC7A HP_PSORIASIFORM_LESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PSORIASIFORM_LESION CARMIL2 IL7R LDHA LRBA RIGI HP_PSYCHIC_EPILEPTIC_AURA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PSYCHIC_EPILEPTIC_AURA DEPDC5 GAL LGI1 MICAL1 NPRL2 NPRL3 PDE2A PRRT2 RELN SCN8A HP_PSYCHOMOTOR_DETERIORATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PSYCHOMOTOR_DETERIORATION ATP6V0A2 ATP6V1A ATP6V1E1 CLN3 COG2 GALC GALK1 HEXA KCNQ2 KCNQ3 KMT2A PLA2G6 PLP1 PPT1 PRRT2 PSAP RNASEH1 RRM2B SCN2A SCN8A HP_PSYCHOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PSYCHOSIS AARS2 ABCD1 ACADS AIP ALDH18A1 ALDH4A1 ALDH5A1 ARMC5 ATP13A2 ATRX ATXN7 BRAF CABP4 CACNA1A CBS CDH23 CHMP2B CHRNA2 CHRNA4 CHRNB2 CLN3 CPOX CRH CTLA4 DCAF17 DEPDC5 DNASE1 DNMT1 EIF3F EPM2A FAR1 FCGR2A FCGR2B FIG4 FRRS1L FTL GCLC GNAS GRIN2A GRN GSS H4C3 HERC2 HMBS IRAK1 ITM2B JARID2 KCNN2 KCNT1 MAGEL2 MAPT MECP2 MED12 MKRN3 MMACHC MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW MTHFR MYORG NAGS NDN NDP NHLRC1 NOTCH3 NPAP1 NPC1 NPC2 NR3C1 OCA2 PAH PAK3 PANK2 PARK7 PCDH19 PDE11A PDGFB PDGFRB PIDD1 PITRM1 PPOX PRDM8 PRKAR1A PRNP PRORP PSEN1 PTPN22 PUS3 PWAR1 PWRN1 RPS6KA3 SAT1 SIM1 SLC12A6 SLC20A2 SLC25A13 SLC6A19 SLC7A7 SNORD115-1 SNORD116-1 SNORD118 SNRPN SOBP SPART SPG11 SPP1 SQSTM1 SRCAP STAT4 TBC1D7 TMEM106B TP53 TREM2 TREX1 TRRAP TTC19 TWNK UPF3B USP48 USP8 VCP VPS13A WARS2 WFS1 ZDHHC9 ZFYVE26 ZMYM2 HP_PSYCHOTIC_EPISODES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PSYCHOTIC_EPISODES ARMC5 ATP13A2 ATRX BRAF CDH23 GNAS HMBS MTHFR NAGS NR3C1 PARK7 PITRM1 SLC7A7 SNORD118 TP53 USP48 USP8 HP_PSYCHOTIC_MENTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PSYCHOTIC_MENTATION AIP ALDH4A1 CABP4 CHRNA2 CHRNA4 CHRNB2 CRH DEPDC5 FIG4 FRRS1L GRIN2A GSS KCNT1 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW MTHFR USP8 HP_PTERYGIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PTERYGIUM ADGRG6 ALPK3 BHLHA9 CHRNA1 CHRND CHRNG CHUK DDB2 DKC1 DOK7 EFNB1 ERCC2 ERCC3 ERCC4 ERCC5 FKBP10 FLVCR2 GPC6 HSPG2 IGF2 IRF6 IRX5 ITGA6 ITGB4 KIF14 KIF21A LMX1B MMP14 MMP2 MUSK MYH3 MYOD1 NHP2 NOP10 NUP88 PHGDH PITX1 PLEC PLOD2 RAPSN RIPK4 SLC18A3 TUBA1A XPA XPC HP_PTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PTOSIS AARS1 ABCC8 ABHD5 ACBD5 ACKR3 ACTA1 ACTB ACTG1 ACTL6B ADA2 ADAR ADNP ADPRS AEBP1 AFF4 AFG3L2 AGRN AHDC1 AHI1 AIP AK9 AKT1 ALDH18A1 ALDOA ALG14 ALG2 ALX1 ALX3 ANAPC7 ANKLE2 ANKRD11 ANO10 ANOS1 ANXA11 AP3B2 APC ARHGEF2 ARID1A ARID1B ARID2 ARL13B ARL3 ARMC9 ARV1 ARVCF ASXL2 ATG7 ATP1A2 ATP1A3 ATP5F1A ATP5F1D ATP5F1E ATP5MK ATP6V1A ATP6V1B2 ATPAF1 ATPAF2 ATRX ATXN3 AUTS2 B3GLCT B9D1 B9D2 BAP1 BCAS3 BCOR BCS1L BDNF BIN1 BPTF BRAF BRCA1 BRCA2 BRCC3 BRD4 BRIP1 BRPF1 C1QBP CACNA1A CACNA1B CACNA2D1 CAPN15 CBL CBY1 CC2D2A CCDC115 CCDC141 CCDC47 CDC42 CDC42BPB CDH11 CDH23 CDK13 CDK19 CDK8 CELF2 CEP104 CEP120 CEP290 CEP41 CERT1 CFL2 CHAT CHCHD10 CHD4 CHD7 CHD8 CHN1 CHRNA1 CHRNB1 CHRND CHRNE CHRNG CLCN3 CLTC CNKSR2 CNP CNTNAP1 COA8 COL13A1 COL1A2 COL25A1 COL2A1 COL3A1 COL9A3 COLEC10 COLEC11 COLQ COMT COQ2 COQ8A COX10 CPLANE1 CPLX1 CREBBP CSNK2A1 CSPP1 CTBP1 CYC1 CYFIP2 DALRD3 DARS2 DBH DCC DCHS1 DDC DDX59 DGUOK DHCR7 DHDDS DHX37 DIS3L2 DLAT DNA2 DNM1 DNM1L DNM2 DOK7 DPAGT1 DPF2 DUSP6 DVL1 DVL3 EARS2 ECEL1 EDEM3 EDN1 EDNRB EED EEF1A2 ELN EMD EP300 EPG5 ERBB2 ERBB3 ERCC4 ERF ESCO2 EXOC8 FAM149B1 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAR1 FARS2 FAT4 FBLN5 FBN1 FBXL3 FBXO28 FDX2 FEZF1 FGD1 FGF10 FGF12 FGF13 FGF17 FGF8 FGFR1 FGFR2 FGFR3 FGFRL1 FHL1 FLI1 FLNA FLRT3 FOXC2 FOXL2 FOXP1 FOXRED1 FUS FZD2 FZR1 GABBR2 GABRA2 GABRA5 GABRB2 GABRG2 GATA1 GATA3 GBA1 GCK GFER GFPT1 GIPC1 GLE1 GLI3 GMPPA GMPPB GNAI3 GNB2 GP1BB GPC4 GPRASP2 GRIA3 GRIN2D GRM1 GSN H4C3 HCN1 HDAC8 HEATR3 HECW2 HESX1 HIRA HK1 HLA-B HLA-DRB1 HMGB3 HNRNPK HOXB1 HPGD HRAS HS6ST1 HSPG2 HUWE1 HYLS1 IARS2 IDS IDUA IER3IP1 IFIH1 IFT74 IGF1 IL17RD INPP5E INS IPO8 IREB2 ISCU ITCH JAG2 JARID2 JMJD1C KANSL1 KAT6A KATNIP KBTBD13 KCNA2 KCNB1 KCNH1 KCNJ11 KCNN2 KDM1A KDM5B KDM6A KIAA0586 KIAA0753 KIF11 KIF1B KIF21A KIF5A KIFBP KITLG KLHL41 KMT2A KMT2B KMT2D KRAS LAMB2 LETM1 LGI4 LIG3 LIG4 LMNA LMOD3 LMX1B LONP1 LRP12 LRP4 LSM11 LYRM7 LZTR1 MAD2L2 MAF MAFB MAP2K1 MAP2K2 MAP3K7 MAPK1 MAPRE2 MARK3 MASP1 MBTPS2 MECP2 MED12 MED12L MED13L MED25 MEN1 MGME1 MICU1 MID1 MID2 MINPP1 MITF MKS1 MRAS MRPS28 MRPS34 MT-ATP6 MT-ATP8 MT-ND1 MT-ND2 MT-ND3 MT-TL1 MT-TL2 MT-TN MT-TS1 MTMR14 MTRFR MTSS2 MTTP MUSK MYF5 MYF6 MYH2 MYH3 MYH8 MYL2 MYMK MYMX MYO18B MYO9A MYOD1 MYPN NAA10 NALCN NARS2 NDNF NDUFA1 NDUFA11 NDUFA6 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB9 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NEB NECAP1 NEFL NELFA NF1 NGLY1 NIPBL NOG NOP56 NOTCH2NLC NOTCH3 NOVA2 NPHP1 NPTX1 NRAS NSD2 NSUN2 NTRK2 NUBPL NUS1 NUTM2B-AS1 NXN ODC1 OFD1 OGDHL OPA1 P4HA2 PABPN1 PACS1 PACS2 PAH PALB2 PARS2 PAX3 PAX6 PAX7 PDE4D PDE6D PDGFRB PDHA1 PDX1 PDZD8 PEPD PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PHF6 PHIP PHOX2A PHYH PIBF1 PIEZO2 PIGG PIGL PIGQ PIK3R2 PLCB4 PLEC PLOD1 PLXNA1 PLXND1 POLG POLG2 POLRMT PPP1CB PPP1R12A PPP2R5D PPP3CA PRDX3 PREPL PRMT7 PROK2 PROKR2 PRPS1 PRR12 PSAP PSMD12 PTEN PTPN11 PTPN22 PTS PUF60 PUM1 PURA PYROXD1 QRICH1 RAB3GAP1 RAD21 RAD51 RAD51C RAF1 RALA RAPSN RASA2 RB1 RBCK1 RBM8A RERE REV3L RFWD3 RILPL1 RIT1 RNASEH1 RNASEH2A RNASEH2B RNASEH2C RNU12 RNU7-1 ROBO1 ROR2 RPGRIP1L RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RRAS RRAS2 RREB1 RRM2B RSPRY1 RYR1 SALL4 SAMHD1 SBF2 SC5D SCN3A SCN4A SCN8A SCO2 SDHA SEC24C SECISBP2 SEMA3A SEMA3E SEPTIN9 SETBP1 SETD5 SF3B2 SF3B4 SGPL1 SHANK3 SHOC2 SIAH1 SIX2 SKI SLC12A6 SLC13A5 SLC17A5 SLC18A2 SLC18A3 SLC19A3 SLC1A2 SLC25A1 SLC25A4 SLC30A9 SLC38A3 SLC3A1 SLC52A3 SLC5A7 SLC6A8 SLC6A9 SLCO2A1 SLX4 SMAD4 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMS SNAI2 SNAP25 SOS1 SOS2 SOST SOX10 SOX11 SOX4 SPECC1L SPR SPRED1 SPRED2 SPRY4 SQSTM1 STAC3 STAMBP STAT3 SUCLA2 SUCLG1 SUFU SURF1 SYNE1 SYNE2 SYNGAP1 SYNJ1 SYT2 SZT2 TAB2 TACR3 TAF8 TARDBP TBC1D20 TBC1D24 TBC1D2B TBK1 TBX1 TCF12 TCOF1 TCTN1 TCTN2 TCTN3 TENM3 TET3 TFAP2A TFAP2B TFE3 TGFB2 TGFB3 TGIF1 TH THUMPD1 TIMMDC1 TK2 TLK2 TMCO1 TMEM107 TMEM126B TMEM138 TMEM216 TMEM218 TMEM231 TMEM237 TMEM43 TMEM67 TMLHE TNPO3 TOGARAM1 TOP3A TOR1A TP63 TPM2 TPM3 TRAF7 TRAK1 TREX1 TRIO TRPM3 TSPOAP1 TSR2 TTN TTR TUBA1A TUBB2B TUBB3 TUBB6 TWIST1 TWNK TYMP TYMS TYR UBA1 UBA5 UBE2T UBE3B UBR7 UFD1 UGDH UNC80 VAMP1 VARS2 VCP WDR11 WDR35 WDR73 WFS1 WNT5A WT1 WWOX XRCC2 YAP1 YARS2 YWHAG YY1 ZBTB20 ZC4H2 ZEB2 ZFHX4 ZIC1 ZMIZ1 ZMYND11 ZNF407 ZNF423 ZNF462 ZNF699 ZSWIM6 HP_PUBERTY_AND_GONADAL_DISORDERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PUBERTY_AND_GONADAL_DISORDERS ABCA4 ABCD1 AGBL5 AGPAT2 AHI1 AHR AHSG AIP AIRE AKT1 ALDOA ALG1 ALG6 ALMS1 ALX4 AMACR ANAPC1 ANK1 ANOS1 ANTXR1 AR ARHGEF18 ARL2BP ARL3 ARL6 ARSL ARX ASXL3 ATAD3A ATM ATP5F1A ATP5F1D ATP5F1E ATP5MK ATPAF1 ATPAF2 ATRX AXL BAP1 BAZ1B BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCL7B BCS1L BEST1 BMP15 BMP2 BMP4 BMP6 BMPR1B BNC1 BRAF BRCA1 BRCA2 BRCC3 BRD4 BRIP1 BSCL2 BTK BUD23 CA4 CAMKMT CARS1 CASK CASZ1 CAV1 CAVIN1 CBL CBX2 CC2D2A CCDC141 CCDC28B CDH23 CDHR1 CDKL5 CDKN1C CDON CENPT CEP19 CEP290 CERKL CFAP418 CHD4 CHD7 CHRNG CISD2 CLCNKB CLIP2 CLPP CLRN1 CNBP CNGA1 CNGB1 CNTNAP2 COL25A1 COL7A1 COQ2 CPE CPLX1 CRB1 CREBBP CRX CTBP1 CTDP1 CTNNB1 CTNS CUL4B CYB5A CYP11A1 CYP11B1 CYP17A1 CYP19A1 CYP21A2 DACT1 DCAF17 DCC DCHS1 DDB2 DDX3X DEAF1 DHCR7 DHDDS DHH DHX37 DHX38 DIAPH1 DISP1 DLK1 DLL1 DMPK DMRT1 DMRT3 DMXL2 DNAJC30 DNAL4 DNM1L DUSP6 DYRK1A EHMT1 EIF2B1 EIF2S3 EIF4H EIF5A ELN ENTPD1 EP300 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ESR1 EXT2 EYS FAM111B FAM161A FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAT4 FEZF1 FGD1 FGF17 FGF8 FGFR1 FGFRL1 FKBP6 FLI1 FLII FLRT3 FMR1 FOS FOXA2 FOXH1 FOXL2 FREM1 FSCN2 FSHB FSHR G6PC1 GABRD GALK1 GALT GAS1 GATA4 GBA1 GHR GHSR GJB2 GLA GLI2 GLI3 GMNN GNAO1 GNAS GNRH1 GNRHR GPR101 GPR161 GRB10 GRIA1 GRIN1 GRM7 GTF2I GTF2IRD1 GTF2IRD2 GUCA1B H4C5 H6PD HACE1 HAMP HBB HDAC8 HERC2 HESX1 HFE HGSNAT HJV HLA-DQA1 HLA-DQB1 HNRNPR HRAS HS6ST1 HSD11B1 HSD17B3 HSD3B2 HSPG2 HYMAI IDH1 IDH2 IDH3A IDH3B IER3IP1 IFNG IFT140 IFT172 IFT27 IFT74 IFT88 IGF1 IGFALS IL17RD IMPDH1 IMPG1 IMPG2 INPP5K INSR IQSEC2 ITGB6 KANSL1 KCNA1 KCNAB2 KCNQ2 KCNT1 KDM6A KIAA1549 KIF21A KISS1 KISS1R KIZ KLHL7 KMT2B KMT2C KMT2D KRAS LAS1L LEP LEPR LETM1 LGR4 LHB LHCGR LHX3 LHX4 LIG3 LIMK1 LMNA LPIN2 LRAT LRP5 LSS LUZP1 LZTFL1 LZTR1 MAB21L2 MAD2L2 MAGEL2 MAK MAMLD1 MAP2K1 MAP3K1 MAP3K7 MC2R MDM2 MECP2 MEG3 MEN1 MERTK METTL27 MGME1 MIA3 MKKS MKRN3 MKS1 MLXIPL MMP1 MMP14 MMP2 MMP23B MRAP MRAS MRE11 MRPS22 MRPS7 MSH4 MSL3 MSMO1 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW MYH3 NCF1 NDN NDNF NDP NECTIN1 NEK2 NEUROD2 NF1 NF2 NFIX NHLH2 NIPBL NLRP3 NNT NODAL NONO NOTCH2 NPAP1 NPHP1 NR0B1 NR2E3 NR3C1 NR5A1 NRAS NRL NSD2 NSMCE2 NSMF NTN1 NUP107 OCA2 OCRL OFD1 OPA1 OTX2 PALB2 PAPSS2 PCARE PCNT PCSK1 PDE11A PDE4D PDE6A PDE6B PDE6G PDGFB PDPN PEX1 PEX10 PEX6 PGM1 PHF21A PHF6 PHGDH PHKA2 PHKG2 PHOX2A PIGA PIGF PIGP PIGQ PIGT PIK3CA PLAGL1 PLCB1 PLXND1 PMFBP1 PMM2 PNKP PNPLA6 POF1B POLA1 POLD1 POLE POLG POLR1C POLR3A POLR3B POLR3GL POLR3H POLR3K POMC POMGNT1 POR POU1F1 PPARG PPM1B PPP1R15B PRCD PRDM13 PRDM16 PREPL PRKAR1A PRKCZ PRLR PROK2 PROKR2 PROM1 PROP1 PRORP PRPF3 PRPF31 PRPF4 PRPF6 PRPF8 PRPH2 PSMC3IP PTCH1 PTCH2 PTDSS1 PTH1R PTPN11 PTRH2 PUS1 PWAR1 PWRN1 PYGL RAB18 RAB23 RAB3GAP1 RAB3GAP2 RAD21 RAD51 RAD51C RAF1 RAI1 RASA2 RBM28 RBP3 RDH12 RECQL4 REEP6 RERE REV3L RFC2 RFWD3 RGR RHO RIN2 RIT1 RLBP1 RNF216 RNU4ATAC ROBO1 ROM1 RP1 RP1L1 RP2 RP9 RPE65 RPGR RPL10 RRAS RRAS2 RRM2B RTL1 SAG SALL1 SAMD9 SCAPER SCARB2 SCLT1 SCN1A SCN1B SCN2A SCP2 SDCCAG8 SEMA3A SEMA3E SEMA4A SGPL1 SHH SIK1 SIL1 SIM1 SIX3 SIX6 SKI SLC12A3 SLC12A5 SLC25A13 SLC25A22 SLC29A3 SLC32A1 SLC35A2 SLC37A4 SLC39A4 SLC3A1 SLC7A14 SLX4 SMAD4 SMARCB1 SMARCE1 SMC1A SMC3 SMCHD1 SMO SMPD1 SNAP29 SNORD115-1 SNORD116-1 SNRNP200 SNRPN SOS1 SOS2 SOX10 SOX11 SOX2 SOX3 SOX6 SOX9 SPATA7 SPEN SPIDR SPRED2 SPRTN SPRY4 SPTBN1 SQSTM1 SRA1 SRCAP SRY STAR STAT1 STAT3 STAT5B STEAP3 STIL STK11 STS STUB1 STX1A SUFU SUN5 TAC3 TACR3 TAF13 TANGO2 TBC1D20 TBC1D24 TBL2 TBX3 TCF12 TDGF1 TERT TFE3 TFR2 TGFB1 TGIF1 TMEM270 TNRC6B TOM1 TONSL TOPORS TP53 TP63 TRAF3IP1 TRAF7 TRIM32 TRIM8 TRIP4 TRMT10A TSC1 TSC2 TTC8 TUB TUBA1A TUBB2B TUBB3 TULP1 TWNK TXNRD2 TYMP UBE2T UBE4B USH2A USP7 USP9X VAMP7 VPS13B VPS37D VPS4A WDPCP WDR11 WFS1 WRN WT1 WWOX XPA XPC XRCC2 XRCC4 YARS2 ZBTB20 ZFPM2 ZIC2 ZMPSTE24 ZNF408 ZNF513 ZNF526 ZSWIM7 HP_PULMONARY_ARTERIAL_HYPERTENSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PULMONARY_ARTERIAL_HYPERTENSION ABCC6 ABCD4 ACTA2 ACTC1 ACVRL1 AFF4 AGK AGR2 ALDH1A2 ALMS1 ARHGAP31 ARSB ATP13A3 ATP5F1A BANF1 BMPR2 BTNL2 CA2 CACNA1C CACNA1D CAV1 CCN2 CCR6 CHST3 CITED2 CLCN7 COG1 COL1A1 COL1A2 COLQ COX5A COX6B1 COX7B COX8A CTCF DEF6 DLK1 DLL4 DOCK6 EIF2AK4 ENG ENPP1 EOGT FBN1 FGFR1 FGFR3 FIG4 FLNA FOXF1 FOXP1 G6PC3 GATA4 GATA6 GBA1 GDF2 HBB HLA-B HLA-DRB1 HSPG2 IDUA IKBKG IL12B IL6ST IPO8 IRF5 JAK2 KCNK3 KIAA0319L KMT2D KRAS KRT18 LAMA2 LAMB2 LARS2 LIFR LIPT1 LMNA MED12 MED25 MEG3 MGP MLX MMACHC MPL MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW MUC5B MYBPC3 MYH6 MYH7 MYMK NAA10 NDUFA8 NDUFB10 NF1 NFIX NFU1 NKX2-1 NKX2-5 NOD2 NOTCH1 ODAD1 PAM16 PDSS1 PGM1 PIGN PPCS PRIM1 RBPJ RPL3L RTL1 SARS2 SCARB2 SFTPA2 SFTPB SFTPC SLC25A24 SLC29A3 SLC37A4 SMAD4 SMAD9 SMARCAL1 SNX10 STAT1 TBX20 TBX4 TCIRG1 TERT THPO THSD1 TLL1 TNFSF11 TOM1 TRRAP TTC26 UBE2A VAC14 VCL VHL VPS33A ZMPSTE24 ZNF699 HP_PULMONARY_ARTERY_ANEURYSM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PULMONARY_ARTERY_ANEURYSM BGN COL3A1 COL5A1 EFEMP2 IPO8 TGFBR1 TGFBR2 HP_PULMONARY_ARTERY_ATRESIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PULMONARY_ARTERY_ATRESIA ACVR2B ARHGAP31 CHD7 CIROP CRELD1 DGCR2 DGCR6 DGCR8 DLL4 DOCK6 DVL3 EOGT ESS2 FADD FLT4 FRA10AC1 GDF1 MMP21 NKX2-5 NKX2-6 NODAL NOTCH1 OTUD5 PKD1L1 PLD1 PLXND1 RBPJ SMARCA4 STRA6 TBX1 TMEM94 TRAF7 HP_PULMONARY_ARTERY_DILATATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PULMONARY_ARTERY_DILATATION ACTA2 ADAMTS19 BGN COL3A1 COL5A1 EFEMP2 FBN1 FOXF1 IPO8 TGFBR1 TGFBR2 TLL1 TTC26 HP_PULMONARY_ARTERY_HYPOPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PULMONARY_ARTERY_HYPOPLASIA AASS ALDH1A2 CCDC22 MGP MMP21 MYH7 NKX2-6 PLXND1 TRAIP HP_PULMONARY_ARTERY_STENOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PULMONARY_ARTERY_STENOSIS ALDH18A1 ARHGAP31 ARSL BAZ1B BCL11B BCL7B BCOR BUD23 CBL CCNQ CLCN7 CLIP2 CNTN1 DLK1 DNAJC30 EFEMP2 EIF4H ELN FBLN5 FGFR1 FKBP6 FOXF1 GATA1 GATA4 GATA6 GPC6 GTF2I GTF2IRD1 GTF2IRD2 IFT43 JAG1 KRAS LIMK1 LTBP1 LTBP4 LZTR1 MED12 MEG3 METTL27 MGP MLXIPL MRAS NAA10 NCF1 NKX2-5 NKX2-6 NOTCH2 NRAS ODAD1 PIGL PIGN PIGO PLXND1 POLA1 PPP1CB PTPN11 RAF1 RASA2 RFC2 RIT1 RPL10 RRAS RRAS2 RTL1 SKIC2 SKIC3 SLC2A10 SNX10 SOS1 SOS2 SPRED2 STX1A TAOK1 TBL2 TCIRG1 TMEM270 TNFSF11 UBE2A VPS37D WNT4 WRN ZEB2 HP_PULMONARY_CARCINOID_TUMOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PULMONARY_CARCINOID_TUMOR ATRX CDKN1A CDKN1B CDKN2B CDKN2C DAXX LMNA MEN1 SDHD HP_PULMONARY_CYST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PULMONARY_CYST ABCA3 AKT1 ATP11A DICER1 DPP9 DSP FAM13A FLCN IL6ST MUC5B PARN PI4KA PTEN RTEL1 SFTPA1 SFTPA2 SFTPC SREBF1 STN1 TERC TERT TTC7A WNT4 YARS1 HP_PULMONARY_EDEMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PULMONARY_EDEMA ABCA3 CD46 CFH CFI EIF2AK4 EPHB4 FLNC FOCAD FSHR HELLPAR KIF20A LRPPRC MOGS MT-CYB MYBPC3 MYPN NAA10 NKX2-6 PLXND1 PRKAG2 SFTPB SFTPC TNNI3 TNNT2 TTR HP_PULMONARY_EMBOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PULMONARY_EMBOLISM ACVRL1 AGGF1 AKT1 C4A CBS CCR1 CD55 ENG ERAP1 F13A1 F2 F8 FAS GDF2 GNAQ HABP2 HLA-B IFNGR1 IL10 IL12A IL12A-AS1 IL23R JAK2 KCNJ5 KLRC4 MEFV MMACHC MPL MTHFR PIGA PLP1 PROC PROS1 PTEN RHAG SERPINC1 SMAD4 STAT4 TET2 THBD TLR4 UBAC2 HP_PULMONARY_FIBROSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PULMONARY_FIBROSIS ABCA3 AP3B1 ATP11A BACH2 BMP15 BNC1 BTNL2 CASP10 CAV1 CCN2 CCR6 CTC1 CTLA4 CYBC1 DKC1 DPP9 DSP EHHADH FAM111B FAM13A FAS FASLG FSHR GATM GBA1 HLA-B HLA-DPA1 HLA-DPB1 HLA-DRB1 HPS1 HPS4 HPS6 IL1RN IRF5 KIAA0319L MARS1 MRPS22 MSH4 MUC5B NAF1 NDUFAF6 NHLRC2 NHP2 NKX2-1 NOP10 NPC2 NR5A1 NUP107 PARN PLEC POLR3H PRKCD PRTN3 PSMC3IP PTPN22 RAC2 RASGRP1 RCBTB1 RNF168 RPA1 RTEL1 SFTPA1 SFTPA2 SFTPC SLC34A1 SLC34A2 SP110 SPIDR STING1 STN1 TERC TERT THOC2 TINF2 TOM1 TP53 ZCCHC8 ZSWIM7 HP_PULMONARY_HEMORRHAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PULMONARY_HEMORRHAGE BCOR COL3A1 COPA CTCF CTLA4 EIF2AK4 ENG FIP1L1 HLA-DPA1 HLA-DPB1 HMOX1 IRF2BP2 NABP1 NLRC4 NPM1 NUMA1 PML PRKAR1A PRTN3 PTPN22 RARA SLC35A1 SLC7A7 SP110 STAT3 STAT5B TBL1XR1 WAS WIPF1 ZBTB16 ZNFX1 HP_PULMONARY_HYPOPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PULMONARY_HYPOPLASIA AARS2 ACE ACTA1 ADGRG6 AGT AGTR1 ALDH1A2 ALG3 ALG9 ASCC1 ATP5F1A B3GALT6 BCOR BMPER CC2D2A CDC45 CEP120 CEP55 CHRNA1 CHRND CHRNG COL2A1 COQ7 CSPP1 CTNNA2 DHCR7 DLK1 DOK7 DONSON DPAGT1 DYNC2H1 DYNC2I1 DYNC2I2 DZIP1L ETFA ETFB ETFDH FAM20C FANCB FGF20 FGFR3 FLNA FLNB FRAS1 FREM2 FUZ GATA6 GBA1 GFRA1 GLDN GLE1 GREB1L GRIP1 HSPG2 IFT80 IFT81 INTU INVS ITGA8 KAT6B KIAA0586 KIF21A KLHL40 KLHL41 LBR LGI4 LIFR LMNA LMOD3 LONP1 LTBP4 MCTP2 MEG3 MKKS MKS1 MUSK MYH11 MYH3 MYOD1 MYRF NAA10 NDUFB10 NEB NEK1 NEK8 NEK9 NKX2-6 NPHP3 NSDHL NUP88 PEX1 PHGDH PI4KA PIEZO2 PIGN PKHD1 PLXND1 PRRX1 PTH1R RAPSN RARB RBM10 REN RET RLIM RTL1 RYR1 SCN4A SETBP1 SF3B2 SLC18A3 SLC25A24 SLC26A2 SLC31A1 SMO SPECC1L STRA6 TAPT1 TCTN3 TMEM94 TRIP11 TRIP4 TUBA1A TXNDC15 VANGL1 WDR35 WNT3 WNT4 WNT7B WNT9B WT1 ZFPM2 ZIC3 ZMPSTE24 HP_PULMONARY_INFILTRATES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PULMONARY_INFILTRATES APOE ASAH1 BACH2 BCL10 BCL11A BIRC3 BTNL2 C4A CASP10 CAV1 CCN2 CCR1 CCR6 CTLA4 DOCK2 ERAP1 FAS FASLG FOXP1 GBA1 HBB HBG1 HBG2 HLA-B HLA-DPA1 HLA-DPB1 HLA-DRB1 IFNGR1 IL10 IL12A IL12A-AS1 IL23R IL2RA IRF5 KLF1 KLRC4 LPIN2 MALT1 MEFV MYD88 NKX2-1 PDGFRA PRIM1 PRKCD PRTN3 PTPN22 RAB27A RASGRP1 SFTPB SLC34A2 SLC41A1 SMPD1 STAT4 TLR4 TSC1 TSC2 UBA1 UBAC2 HP_PULMONARY_INSUFFICIENCY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PULMONARY_INSUFFICIENCY ABCA3 ADA ADAMTS19 ARSB ATP11A COL1A1 COL1A2 DNAL1 DPP9 DSP EFEMP2 FAM13A FLNA FOXF1 GNPTAB INVS KIF20A LEMD2 MUC5B PARN RTEL1 SFTPA1 SFTPA2 SFTPC STN1 TERC TERT HP_PULMONARY_INTERSTITIAL_HIGH_RESOLUTION_COMPUTED_TOMOGRAPHY_ABNORMALITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PULMONARY_INTERSTITIAL_HIGH_RESOLUTION_COMPUTED_TOMOGRAPHY_ABNORMALITY ABCA3 ASAH1 ATP11A BMPR2 COL3A1 CSF2RA CSF2RB DPP9 DSP EIF2AK4 FAM13A HLA-DPB1 HLA-DRB1 MUC5B NKX2-1 PARN RTEL1 SFTPA1 SFTPA2 SFTPB SFTPC SLC34A2 STN1 TERC TERT HP_PULMONARY_INTERSTITIAL_THICKENING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PULMONARY_INTERSTITIAL_THICKENING BMPR2 CSF2RB EIF2AK4 SFTPA1 SFTPB SFTPC SLC34A2 HP_PULMONARY_LYMPHANGIECTASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PULMONARY_LYMPHANGIECTASIA ADAMTS3 CCBE1 FAT4 FOXF1 SOX18 HP_PULMONARY_OPACITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PULMONARY_OPACITY ABCA3 AGR2 ATP11A BMPR2 COL3A1 CSF2RA CSF2RB DPP9 DSP EIF2AK4 FAM13A HLA-DPB1 IFIH1 MUC5B NKX2-1 PARN RTEL1 SFTPA1 SFTPA2 SFTPB SFTPC SLC34A2 STN1 TERC TERT HP_PULMONARY_VENOUS_HYPERTENSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PULMONARY_VENOUS_HYPERTENSION FLNC KCNN4 KIF20A MYPN PIEZO1 SLC37A4 SLC4A1 TNNI3 TNNT2 HP_PULMONIC_STENOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PULMONIC_STENOSIS ACAD8 ADAMTS10 ADAMTS19 ADK AGO2 ANKS6 ARHGAP31 ARPC4 B3GLCT B4GALT7 BAZ1B BCL7B BCOR BMP2 BPTF BRAF BUB1B BUD23 CCDC22 CCDC32 CCNQ CDC42 CHD3 CHD7 CHST3 CIC CIROP CLIP2 COL3A1 CREBBP CUL3 DCHS1 DDX3X DNAJC30 DPYSL5 DSG1 EIF4H ELN ENPP1 EP300 FAT4 FBN1 FBXW11 FKBP6 FKTN FLT4 G6PC3 GATA4 GATA6 GDF1 GPC3 GPC4 GTF2I GTF2IRD1 GTF2IRD2 HIVEP2 HRAS IGFBP7 KANSL1 KAT6A KCNH1 KDM6A KIF20A KRAS LIMK1 LRP4 LTBP2 LZTR1 MAP2K1 MAP2K2 MAP3K7 METTL27 MGP MLXIPL MRAS NCF1 NEK8 NEK9 NF1 NKX2-6 NOTCH1 NOTCH2 NRAS NRXN1 OTUD5 PGAP1 PLD1 PLXND1 POLR3A PPP1CB PRDM5 PSMD12 PTPN11 RAB23 RAD21 RAF1 RFC2 RIT1 RNF135 RPL27 SARDH SGO1 SHOC2 SKIC3 SLC29A3 SMAD2 SMAD3 SMAD6 SMARCA4 SMC3 SMC5 SOS1 SOS2 SPRED1 SPRED2 STRA6 STX1A TAB2 TBCK TBL2 TBX2 TMEM270 TRAF7 VPS35L VPS37D WAC WASHC5 WNT4 ZEB2 ZIC3 ZNF341 ZNF469 ZNF699 HP_PULP_CALCIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PULP_CALCIFICATION COL1A1 COL5A1 COL5A2 DSPP FAM20A FGF3 GALNT3 HP_PULVERULENT_CATARACT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PULVERULENT_CATARACT BEST1 CRYBB1 CRYBB2 CRYGC FTL GJA5 GJA8 HSF4 LIM2 MAF VIM HP_PUNCTATE_CATARACT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PUNCTATE_CATARACT BEST1 CRYBB1 CRYBB2 CRYGC FTL GJA5 GJA8 HSF4 LIM2 MAF OPA3 RTN4IP1 SEC23A VIM HP_PUNCTATE_KERATITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PUNCTATE_KERATITIS EPCAM GJB2 GJB6 NLRP1 PERCC1 PLEC HP_PUNCTATE_OPACIFICATION_OF_THE_CORNEA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PUNCTATE_OPACIFICATION_OF_THE_CORNEA CHST6 CYP4V2 KRT12 PSMB8 UBIAD1 HP_PUNCTATE_PALMOPLANTAR_HYPERKERATOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PUNCTATE_PALMOPLANTAR_HYPERKERATOSIS AAGAB ATP2A2 CAST ENPP1 KRT14 KRT5 HP_PUNDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PUNDING CACNA1H GABRA1 GABRB3 GABRG2 JRK SLC2A1 HP_PURE_RED_CELL_APLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PURE_RED_CELL_APLASIA ADA2 CTLA4 EPO GATA1 HEATR3 PNP RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 TP53 TSR2 HP_PURPURA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PURPURA ACP5 ADA2 AIP APOE ARL6IP6 ARVCF ATRX BCOR BRAF C2 C4A CALR CASP10 CD109 CD19 CD81 CDH23 CFH CFHR1 CFHR3 CHST14 CLCN7 COL1A1 COL3A1 COL5A1 COL5A2 COMT CR2 CTLA4 DCLRE1B DPP9 ETHE1 ETV6 F13A1 F13B F2 F8 FCGR2C FERMT3 FIP1L1 FUCA1 FYB1 GATA1 GBA1 GFI1B GGCX GIMAP5 GNA11 GNA14 GP1BA GP1BB GP6 GP9 HCK HIRA HLA-DPA1 HLA-DPB1 HOXA11 HPS1 HPS6 ICOS IFNG IRF2BP2 ITGA2 ITGA2B ITGB3 JAK2 JMJD1C LCP2 MPL MS4A1 MVK MYD88 NABP1 NAGA NEU1 NFKB1 NFKB2 NLRP3 NPM1 NR3C1 NUMA1 OCLN ORAI1 P2RY12 PEPD PML PRF1 PRKAR1A PRKCD PROC PROS1 PRTN3 PTPN22 RAB27A RARA RREB1 SAMD9 SBDS SEC24C SH2B3 STAT3 STAT5B STIM1 STX11 STXBP2 TBL1XR1 TBX1 TBXA2R TERC TERT TET2 TFR2 TNFRSF13B TNFRSF13C TNFSF12 TP53 TREX1 UFD1 UNC13D USP18 USP48 USP8 VWF WAS WIPF1 ZBTB16 HP_PURSED_LIPS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PURSED_LIPS HSPG2 LIFR MYH3 MYL11 NALCN HP_PUSTULE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PUSTULE ADAM17 AP1S3 CARD14 CIB1 CTSB CTSC ECM1 EGFR HLA-B IL17RA IL1R1 IL1RN IL36RN IL7 JAK3 LDHA LPIN2 MEFV MRTFA PSTPIP1 SCNN1A SCNN1B SCNN1G SLC39A4 STING1 TMC6 TMC8 HP_PYELONEPHRITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PYELONEPHRITIS ALDH18A1 ALG5 ALG9 BICC1 BNC2 CFI DNAJB11 EFEMP2 ELN FBLN5 GANAB HOXA13 IFT140 KCTD1 LTBP1 MED12 MYH11 PKD1 PKD2 SHANK3 XDH HP_PYODERMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PYODERMA BTK IL10RA LAMA3 LAMB3 LAMC2 HP_PYODERMA_GANGRENOSUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PYODERMA_GANGRENOSUM CLPB ELANE GFI1 MEFV NFKB1 OTULIN PSTPIP1 SRP19 SRP54 TCIRG1 WDR1 HP_PYRIDOXINE_RESPONSIVE_SIDEROBLASTIC_ANEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_PYRIDOXINE_RESPONSIVE_SIDEROBLASTIC_ANEMIA BRCA1 BRCA2 BRIP1 ERCC4 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM MAD2L2 PALB2 PNPO RAD51 RAD51C RFWD3 SLX4 UBE2T XRCC2 HP_QUADRICEPS_MUSCLE_ATROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_QUADRICEPS_MUSCLE_ATROPHY ADSS1 ANO5 RYR1 SMN1 SPTLC1 HP_QUADRICEPS_MUSCLE_WEAKNESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_QUADRICEPS_MUSCLE_WEAKNESS ADSS1 ANO5 COL12A1 COL6A1 COL6A2 COL6A3 CRYAB DMD DYSF GDAP1 GNE HSPG2 MFN2 PHKA1 POLG POLG2 RRM2B SLC25A4 TNNT1 TRIM32 TTN TWNK VCP HP_RACHITIC_ROSARY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RACHITIC_ROSARY ALPL CTNS CYP27B1 CYP2R1 PHEX SLC34A1 SLC34A3 HP_RADIAL_BOWING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RADIAL_BOWING B2M B3GALT6 COL11A1 COL2A1 FGF23 FGFR3 FLNA FLNB GDF5 GLI3 HOXA11 IFT43 IHH LBR MMP13 NPR2 P3H1 PCNT PRKG2 ROR2 SHOX SLC26A2 TMEM67 TRPV4 WNT7A HP_RADIAL_DEVIATION_OF_FINGER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RADIAL_DEVIATION_OF_FINGER ALG9 ALX3 ANKRD11 ARL6 ATRX BBS1 BCOR BMP2 BMPR1B BPNT2 BRAF CANT1 CCDC28B CD96 CHSY1 CILK1 CNOT1 CPLANE1 CRLF1 DVL1 ESCO2 EZH2 FGD1 FGFR2 FGFR3 FLNA FLNB GDF5 HERC2 IFT122 IGF1R IHH MAGEL2 MAP2K1 MED12 MEGF8 MKRN3 MKS1 NAA10 NOG NPAP1 OFD1 PHGDH PIK3R1 PTPN11 PWAR1 PWRN1 ROR2 SF3B4 SIN3A SLC26A2 SMAD4 SNORD115-1 SNORD116-1 TGDS TRPV4 WNT5A HP_RADIAL_DEVIATION_OF_THE_2ND_FINGER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RADIAL_DEVIATION_OF_THE_2ND_FINGER BMP2 BMPR1B CANT1 FLNA GDF5 IHH TGDS HP_RADIAL_DEVIATION_OF_THE_HAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RADIAL_DEVIATION_OF_THE_HAND BGN COL9A1 COL9A2 COL9A3 EIF4A3 GLI3 PITX1 RBM8A RECQL4 SALL4 SAMD9 ZC4H2 HP_RADIAL_DEVIATION_OF_THE_HAND_OR_OF_FINGERS_OF_THE_HAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RADIAL_DEVIATION_OF_THE_HAND_OR_OF_FINGERS_OF_THE_HAND ALG9 ALX3 ANKRD11 ARL6 ATRX BBS1 BCOR BGN BMP2 BMPR1B BPNT2 BRAF CANT1 CCDC28B CD96 CHSY1 CILK1 CNOT1 COL9A1 COL9A2 COL9A3 CPLANE1 CRLF1 DVL1 EIF4A3 ESCO2 EZH2 FGD1 FGFR2 FGFR3 FLNA FLNB GDF5 GLI3 HERC2 IFT122 IGF1R IHH MAGEL2 MAP2K1 MED12 MEGF8 MKRN3 MKS1 NAA10 NOG NPAP1 OFD1 PHGDH PIK3R1 PITX1 PTPN11 PWAR1 PWRN1 RBM8A RECQL4 ROR2 SALL4 SAMD9 SF3B4 SIN3A SLC26A2 SMAD4 SNORD115-1 SNORD116-1 TGDS TRPV4 WNT5A ZC4H2 HP_RADIAL_HEAD_SUBLUXATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RADIAL_HEAD_SUBLUXATION B3GALT6 BPNT2 CHD7 DCHS1 GLI3 HNRNPH1 KIF22 XYLT1 HP_RADIOULNAR_SYNOSTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RADIOULNAR_SYNOSTOSIS APC B3GALT6 B3GAT3 B4GALT7 BAZ1B BCL7B BCOR BICRA BRD4 BUD23 CANT1 CBL CHST3 CHSY1 CLIP2 COLEC10 COLEC11 CPLX1 CSGALNACT1 CTBP1 DHODH DNAJC30 DONSON EIF4H ELN ESCO2 FGFR2 FGFR3 FGFRL1 FKBP6 GTF2I GTF2IRD1 GTF2IRD2 HDAC8 HOXA11 KAT6B KRAS LETM1 LIMK1 LRP4 LZTR1 MAF MASP1 MECOM METTL27 MLXIPL MRAS NCF1 NIPBL NRAS NSD2 PIEZO2 POR PTPN11 RAD21 RAF1 RASA2 RFC2 RIT1 RPL26 RRAS RRAS2 SALL4 SETBP1 SF3B4 SMAD6 SMC1A SMC3 SOS1 SOS2 SPRED2 STX1A TBL2 TBX22 TBX5 TMEM270 TWIST1 VPS37D XYLT1 HP_RAGGED_RED_MUSCLE_FIBERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RAGGED_RED_MUSCLE_FIBERS AFG3L2 AIFM1 ALG14 ALG2 BCS1L CARS2 CHCHD10 COQ2 DGUOK DPAGT1 EARS2 GFPT1 GMPPB LIG3 MEGF10 MGME1 MIEF2 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-RNR1 MT-TC MT-TE MT-TF MT-TH MT-TI MT-TK MT-TL1 MT-TL2 MT-TN MT-TP MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MYH7 NARS2 NDUFS4 NEFH NUBPL PABPN1 POLG POLG2 PUS1 RNASEH1 RRM2B SCN4A SDHA SLC25A26 SLC25A32 SLC25A4 SLC25A42 SPG7 SUCLG1 TK2 TRMU TWNK TYMP UQCRQ YARS2 HP_RAPIDLY_PROGRESSIVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RAPIDLY_PROGRESSIVE APOE ARHGDIA ATP13A2 BAG3 C9orf72 COQ6 CRYAB CSF1R DCTN1 DNAJC5 DNAJC6 DYSF EPM2A FHL1 GDAP1 GRN HLA-DQB1 LYRM7 MFSD8 NAXE NHLRC1 NPHS1 NPHS2 NR1H4 PANK2 PEX10 PLA2G6 PLEC PLEKHG5 PNKP POLG PRNP PSEN1 SCARB2 SGCG SNCA TARDBP HP_RAYNAUD_PHENOMENON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RAYNAUD_PHENOMENON ACP5 ADA2 ADAR AGXT BANK1 BLK C4A C4B CLCNKB COL4A1 COQ2 CR2 CTLA4 DNASE1 ETS1 FCGR2B FCGR3B GUCY1A1 HLA-DRB1 HRAS IFIH1 IGHG1 IL10 IRAK1 IRF5 ITGAM JAZF1 KIAA0319L LBR LMNA LSM11 MECP2 PDCD1 PTPN22 PXK RNASEH2A RNASEH2B RNASEH2C RNF125 RNU7-1 SAMHD1 SAT1 SLC12A3 SPP1 STAT4 STING1 TLR7 TNFAIP3 TNFSF4 TNIP1 TREX1 UBE2L3 ZMPSTE24 HP_REACTIVE_HYPOGLYCEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_REACTIVE_HYPOGLYCEMIA ALDOB GLUD1 HNF1A MEN1 PCSK1 UCP2 YY1 HP_RECEPTIVE_LANGUAGE_DELAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RECEPTIVE_LANGUAGE_DELAY AGO2 ALMS1 ATP9A CNTNAP2 EHMT1 FLCN FOXP2 GNB1 GRHL3 KMT2C PAK1 SH2B1 SPATA5 UBB HP_RECTAL_ABSCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RECTAL_ABSCESS CYBA CYBB IGHM ITGB2 NCF1 NCF2 PI4KA RAC2 TTC7A VANGL1 HP_RECTAL_FISTULA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RECTAL_FISTULA CCNQ CDK8 DACT1 DDB1 DOCK2 FREM1 IL10RB JAK3 KIF7 LONP1 MID1 MKKS MNX1 PI4KA PIGN POLR1B POLR1C POLR1D RECQL4 RNU12 SALL1 SALL4 SPINT2 TCOF1 TCTN3 UBR1 HP_RECTAL_POLYPOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RECTAL_POLYPOSIS BMPR1A ENG GREM1 MUTYH SMAD4 HP_RECTAL_PROLAPSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RECTAL_PROLAPSE BAZ1B BCL7B BCOR BMPR1A BUD23 CCBE1 CEACAM3 CEACAM6 CFTR CLCA4 CLIP2 COL1A1 COL5A1 COL5A2 DCTN4 DNAJC30 EDNRA EIF4H ELN FCGR2A FKBP6 GCLC GSTM3 GTF2I GTF2IRD1 GTF2IRD2 HFE HMOX1 INSR KCNN4 LIG4 LIMK1 LMNA LTBP4 METTL27 MIF MLXIPL MYH11 NAA10 NCF1 NSUN2 PRMT7 PTEN RFC2 RPS6KA3 SERPINA1 SLC11A1 SLC26A9 SLC6A14 SLC9A3 SMAD4 STK11 STX1A TBL2 TGFB1 TMEM270 VPS37D HP_RECTOVAGINAL_FISTULA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RECTOVAGINAL_FISTULA CCNQ DACT1 DDB1 FREM1 IL10RB JAK3 KIF7 LONP1 MKKS MNX1 PI4KA POLR1B POLR1C POLR1D RECQL4 RNU12 SALL1 SALL4 SPINT2 TCOF1 TCTN3 UBR1 HP_RECURRENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RECURRENT ADORA2A BCKDHA BCKDHB DBT PTH SMC1A HP_RECURRENT_ABSCESS_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RECURRENT_ABSCESS_FORMATION AP3B1 BTK CARMIL2 CD247 CD3D CD3E CEBPE CTSC FCN3 GJB2 GJB6 LCP2 PI4KA PSEN1 PSENEN SP110 SYK TTC7A UBE2A HP_RECURRENT_ACUTE_RESPIRATORY_TRACT_INFECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RECURRENT_ACUTE_RESPIRATORY_TRACT_INFECTION ALDH18A1 ELN FBLN5 GBA1 PLCG2 PLEC REEP1 SDCCAG8 SLC35C1 TAP1 TAP2 TAPBP HP_RECURRENT_ASPERGILLUS_INFECTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RECURRENT_ASPERGILLUS_INFECTIONS CEACAM3 CEACAM6 CFTR CLCA4 CYBA CYBB DCTN4 EDNRA GCLC GSTM3 HFE HMOX1 KCNN4 MIF NCF1 NCF2 SERPINA1 SLC11A1 SLC26A9 SLC6A14 SLC9A3 STAT1 STX1A TGFB1 TOM1 HP_RECURRENT_ASPIRATION_PNEUMONIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RECURRENT_ASPIRATION_PNEUMONIA ASAH1 ATP6V0A1 CRLF1 CSPP1 EPM2A GBA1 GIPC1 HLA-DQA1 HLA-DQB1 IGBP1 KAT6A KDM6A KIAA0586 KMT2D KNSTRN LONP1 LRP12 MID1 NFIX NHLRC1 NOS1 NOTCH2NLC NTRK1 PDHA1 PIGN PIK3CD RILPL1 SLC25A24 SP110 HP_RECURRENT_BACTERIAL_INFECTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RECURRENT_BACTERIAL_INFECTIONS ACTC1 ADA ADAM17 AICDA ANTXR2 AP3B1 ATP6AP1 BLNK BTK C3 C5 C6 C7 C8B CARMIL2 CCDC103 CCDC39 CCDC40 CCDC65 CCNO CD19 CD40 CD40LG CD79A CD79B CD81 CD8A CEACAM3 CEACAM6 CEBPE CFAP221 CFAP298 CFAP300 CFAP74 CFB CFD CFH CFI CFTR CIITA CITED2 CLCA4 CLPB CR2 CTSC CXCR4 CYBA CYBB DCLRE1C DCTN4 DEF6 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAJC21 DNAL1 DNASE1L3 DOCK8 DRC1 EDNRA EFL1 EGFR ELANE EPG5 EPHB4 FCN3 FERMT3 FOXJ1 G6PC3 GAS2L2 GAS8 GATA1 GATA2 GATA4 GATA6 GCLC GFI1 GJB2 GJB6 GPR35 GSTM3 HAX1 HBB HFE HMOX1 HYDIN ICOS IFNGR1 IFNGR2 IGHG2 IGHM IGKC IGLL1 IKBKG IKZF1 IKZF3 IL10RA IL12RB1 IL17RA IL2RA IL2RG IRAK4 ISG15 ITGB2 JAGN1 KCNN4 KNSTRN LAMA3 LAMB3 LAMC2 LCP2 LRRC56 LYST MALT1 MAN2B1 MBL2 MBTPS2 MCIDAS MIF MS4A1 MST1 MYD88 MYH6 NCF1 NCF2 NEK10 NFKBIA NHEJ1 NKX2-5 NME5 NME8 NTRK1 ODAD1 ODAD2 ODAD3 ODAD4 OFD1 OTULIN PGM3 PIK3CD PIK3R1 PNP POMP PSEN1 PSENEN RAB27A RAG1 RAG2 RBCK1 RFX5 RFXANK RFXAP RPGR RSPH1 RSPH3 RSPH4A RSPH9 SAMD9 SBDS SCNN1A SCNN1B SCNN1G SEMA4D SERPINA1 SH3KBP1 SLC11A1 SLC26A9 SLC35A1 SLC37A4 SLC39A7 SLC6A14 SLC7A7 SLC9A3 SMARCD2 SPAG1 SPEF2 SRP19 SRP54 STAT1 STAT3 STIM1 STK36 STK4 STX1A TBCE TBX20 TCF4 TCIRG1 TGFB1 TLL1 TNFRSF13B TNFRSF13C TTC12 TYK2 UBE2A UNG UROD UROS WAS ZAP70 ZMYND10 HP_RECURRENT_BACTERIAL_SKIN_INFECTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RECURRENT_BACTERIAL_SKIN_INFECTIONS ADAM17 BTK CARMIL2 CTSC CYBA CYBB DOCK8 EGFR EPHB4 GATA1 GJB2 GJB6 IL10RA IL17RA IL2RG LAMA3 LAMB3 LAMC2 LCP2 LYST MYD88 NCF1 NCF2 OTULIN PSEN1 PSENEN UBE2A UROD UROS ZAP70 HP_RECURRENT_BRONCHITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RECURRENT_BRONCHITIS ATM CD19 CD79A CD79B CD81 CR2 DNAAF1 DNAI1 DNAJB13 DPP9 EGFR FCHO1 GAS8 GNPTAB ICOS IL10RB IL17RA IL2RG IRF2BP2 MAGT1 MGP MS4A1 NBN NFKB1 NFKB2 PRKCD RFX7 RPGR SMARCA2 TAFAZZIN TAP1 TAP2 TAPBP TNFRSF13B TNFRSF13C TNFSF12 USP26 HP_RECURRENT_BRONCHOPULMONARY_INFECTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RECURRENT_BRONCHOPULMONARY_INFECTIONS AARS1 CARS1 CFTR ERCC2 ERCC3 FCGR2A GTF2E2 GTF2H5 LAMTOR2 MPLKIP RNF113A TARS1 TGFB1 USB1 VPS33A HP_RECURRENT_CANDIDA_INFECTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RECURRENT_CANDIDA_INFECTIONS BTD CD247 CD3D CD3E CIITA CTLA4 DOCK8 GJB2 GJB6 IL12RB1 IL7R RFX5 RFXANK RFXAP SLC39A4 ZAP70 ZBTB24 HP_RECURRENT_CORNEAL_EROSIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RECURRENT_CORNEAL_EROSIONS CHST6 COL17A1 CTNS ELP1 FGF10 FGFR2 FGFR3 FOXC2 GJB2 KRT3 MBTPS2 MPV17 NTRK1 TGFBI HP_RECURRENT_CUTANEOUS_ABSCESS_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RECURRENT_CUTANEOUS_ABSCESS_FORMATION BTK CARMIL2 CTSC GJB2 GJB6 LCP2 PSEN1 PSENEN UBE2A HP_RECURRENT_CUTANEOUS_FUNGAL_INFECTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RECURRENT_CUTANEOUS_FUNGAL_INFECTIONS ADA AIRE AP3B1 ATRX BRAF CARD9 CARMIL2 CD247 CD3D CD3E CD3G CD40LG CDH23 CIITA CLEC7A CORO1A DCLRE1C DOCK2 EPG5 GJB2 GJB6 IKBKB IKBKG IL17F IL17RA IL17RC IL2RA IL2RG IL6ST IL7R ITGB2 JAK3 KNSTRN LCK MVK NFKBIA NR3C1 PGM3 PIK3CD RFX5 RFXANK RFXAP RORC SP110 SREBF1 STAT1 STAT3 STK4 TFRC TLR8 TOM1 TP53 TRAC TRAF3IP2 USP48 USP8 WDR1 ZAP70 ZNF341 HP_RECURRENT_EAR_INFECTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RECURRENT_EAR_INFECTIONS ALG12 CLPB DDOST ELANE FHL1 FOXP2 GFI1 IDS KNSTRN LEP MBD5 ODC1 PIK3CD SP110 SPTBN1 SRP19 SRP54 TCEAL1 TCIRG1 UBE2A HP_RECURRENT_ENTEROVIRAL_INFECTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RECURRENT_ENTEROVIRAL_INFECTIONS BTK IGHM RAG1 RAG2 SP110 HP_RECURRENT_FEVER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RECURRENT_FEVER ADA ADA2 ALPK1 ASAH1 ATP5F1B BCAP31 C2orf69 C3 CD70 CEBPE COG6 COG7 CRLF1 CYP11B2 CYP21A2 DEF6 DNASE2 DOCK2 DPP9 ELANE ELF4 ELP1 FOCAD GALC GCH1 H4C5 HBB HEPHL1 HNRNPK IBA57 IFIH1 IL2RG IL6ST ITK LACC1 LIFR LPIN2 MEFV MVK NAXD NGF NLRC4 NLRP1 NLRP12 NLRP3 NOD2 NTRK1 ORAI1 OTULIN PEX6 PMP22 PRF1 PRKCD PSMB4 PSMB8 PSMB9 PSMG2 PTS QDPR RBCK1 REL RIPK1 RNF168 RNU4ATAC SH2D1A SH3KBP1 SLC12A3 SLC29A3 SLC35C1 SLC41A1 SPTBN1 STAT2 STIM1 STING1 STK4 STX11 STXBP2 SYK TLR7 TNFAIP3 TNFRSF1A TRNT1 UBA1 WDR1 XIAP ZFHX2 ZNFX1 HP_RECURRENT_FRACTURES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RECURRENT_FRACTURES ALPL ANO5 ANOS1 ANTXR2 ATP7A B3GALT6 B3GAT3 B4GALT7 BMP1 CA2 CASR CBS CCDC134 CCDC141 CHD7 CHST3 CLCN5 CLCN7 CLTCL1 COL1A1 COL1A2 COPB2 CREB3L1 CRTAP CTC1 CTNND2 CYP27B1 CYP2R1 DCC DKC1 DKK1 DUSP6 ELP1 FEZF1 FGF17 FGF8 FGFR1 FKBP10 FLRT3 FOXE1 FZD4 GLE1 GNAS GORAB HABP2 HESX1 HRAS HS6ST1 IDH1 IDH2 IFITM5 IL17RD IL6ST IRX5 KDELR2 KRAS LBR LIFR LRP5 MBTPS2 MINPP1 MOGS MTAP MYH3 NDNF NFIX NGF NHP2 NOP10 NOTCH2 NPM1 NRAS OCRL P3H1 P4HB PARN PDGFRB PLEKHM1 PLOD2 POT1 PPIB PRDM5 PROK2 PROKR2 PTEN PYCR1 RRM2B RTEL1 RUNX2 SEC24D SEMA3A SEMA5A SGMS2 SLC29A3 SLC34A1 SLC34A3 SLC7A7 SMS SNX10 SOX10 SOX9 SP7 SPARC SPRY4 SQSTM1 STAT3 TACR3 TAPT1 TBCD TCIRG1 TENT5A TERC TERT TINF2 TMEM38B TNFRSF11A TNFRSF11B TNFSF11 TRIP11 TRPV6 TYMS UNC45A USB1 VCP VDR WDR11 WNT1 WNT3A WRAP53 YY1AP1 ZNF687 HP_RECURRENT_GASTROENTERITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RECURRENT_GASTROENTERITIS ADAM17 ADAT3 BLM CD3E CD3G DCLRE1C EGFR FOXP3 IRF9 MAN2B1 SLC35C1 SP110 VPS33A HP_RECURRENT_GRAM_NEGATIVE_BACTERIAL_INFECTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RECURRENT_GRAM_NEGATIVE_BACTERIAL_INFECTIONS C5 C6 C7 C8B CEACAM3 CEACAM6 CFB CFI CFTR CLCA4 CYBA CYBB DCTN4 EDNRA GCLC GSTM3 HFE HMOX1 IL12RB1 IL2RG ITGB2 KCNN4 MBL2 MIF NCF1 NCF2 RPGR SCNN1A SCNN1B SCNN1G SERPINA1 SLC11A1 SLC26A9 SLC6A14 SLC9A3 STX1A TGFB1 HP_RECURRENT_HAEMOPHILUS_INFLUENZAE_INFECTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RECURRENT_HAEMOPHILUS_INFLUENZAE_INFECTIONS CEACAM3 CEACAM6 CFI CFTR CLCA4 DCTN4 EDNRA GCLC GSTM3 HFE HMOX1 IL2RG KCNN4 MIF RPGR SCNN1A SCNN1B SCNN1G SERPINA1 SLC11A1 SLC26A9 SLC6A14 SLC9A3 STX1A TGFB1 HP_RECURRENT_HAND_FLAPPING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RECURRENT_HAND_FLAPPING AFF2 ASXL3 BCL11A CCNK CDK19 CHD8 CIC CSNK2A1 CUX2 DHPS FMR1 GABBR2 GRIK2 HECW2 HERC2 HNRNPH2 KMT5B MBD5 NAA20 NEXMIF NOVA2 OCA2 PDZD8 PRKAR1B SYNGAP1 TRAPPC6B TRAPPC9 UBE3A HP_RECURRENT_HYPOGLYCEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RECURRENT_HYPOGLYCEMIA ACSL5 ALG12 BCS1L GCK HMGCL INSR KCNJ11 MC2R MEN1 MPV17 MRAP NAB2 NFKB2 PAK1 PHKB PPP1R15B ROBO1 SLC22A5 STAT6 UCP2 YY1 HP_RECURRENT_INFECTION_OF_THE_GASTROINTESTINAL_TRACT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RECURRENT_INFECTION_OF_THE_GASTROINTESTINAL_TRACT ADAM17 ADAT3 AICDA BLM CARMIL2 CD3E CD3G CIITA CLPB COG4 CORIN DCLRE1C EGFR ELANE FLT1 FOXP3 GFI1 IFNGR1 IL21R IRF9 JAK3 MAN2B1 NBN NFKB2 NFKBIA RFX5 RFXANK RFXAP SH3KBP1 SLC35C1 SP110 SPINK5 SRP19 SRP54 STOX1 TCIRG1 TNFRSF13B VPS33A ZAP70 HP_RECURRENT_INTRAPULMONARY_HEMORRHAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RECURRENT_INTRAPULMONARY_HEMORRHAGE COL3A1 CTLA4 HLA-DPA1 HLA-DPB1 PRTN3 PTPN22 WAS WIPF1 HP_RECURRENT_JOINT_DISLOCATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RECURRENT_JOINT_DISLOCATION BPNT2 CHST14 COL1A1 COL1A2 COL5A2 DSE IPO8 LMNA MAB21L2 PIEZO2 PRKACB RYR1 HP_RECURRENT_KLEBSIELLA_INFECTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RECURRENT_KLEBSIELLA_INFECTIONS CYBA CYBB IL12RB1 MBL2 NCF1 NCF2 HP_RECURRENT_LOWER_RESPIRATORY_TRACT_INFECTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RECURRENT_LOWER_RESPIRATORY_TRACT_INFECTIONS AASS ADA AGR2 AICDA ALB ALG12 ALMS1 AP3B1 ARHGEF1 ARPC1B ATM B3GALT6 BLNK BTK C1QB C3 C4B CARD10 CARMIL2 CAVIN1 CCDC39 CCDC40 CD19 CD247 CD27 CD3D CD3E CD40LG CD55 CD79A CD79B CEACAM3 CEACAM6 CFAP410 CFTR CIITA CLCA4 CLPB COL11A2 COL13A1 COL5A1 COL6A1 COL6A2 COL6A3 COLQ CORO1A CR2 CTCF CTLA4 CXCR4 CYBA CYBB CYBC1 DCLRE1C DCTN4 DDR2 DIP2B DNAAF4 DNAH11 DOCK2 DOCK8 DRC1 DZIP1L EDNRA EFEMP2 EGFR ERCC6 EXTL3 FBLN5 FBXW7 FCGR2A FCHO1 FCN3 FMO3 FOXJ1 FUT8 G6PC3 GALNS GAS8 GCLC GEMIN4 GLI3 GNPTAB GORAB GSTM3 HFE HMOX1 HYDIN HYOU1 ICOS IDH1 IDS IFIH1 IGBP1 IGHG2 IGHM IGKC IGLL1 IL21R IL2RG IL6ST IL7R JAK3 KCNJ6 KCNN4 KPTN LAMA2 LAMB2 LAT LCK LEP LIG1 LMNB1 LRBA LRRC56 LTBP1 LTBP4 MALT1 MASP2 MDFIC MED25 MEGF10 MGAT2 MIF MTHFD1 MYSM1 NBN NCF1 NCF2 NDUFC2 NFE2L2 NFKB1 NFKB2 NKX2-1 NME5 NUP214 ODAD1 ODAD2 ODAD4 OFD1 ORC6 P4HTM PEPD PGM3 PIK3CD PIK3R1 PKHD1 PKP1 PLOD1 PNP POLA1 POLE PRKCD PRKDC PTEN PURA PYROXD1 RAC1 RAC2 RAG1 RAG2 RASGRP1 RELB RFT1 RFX5 RFX7 RFXANK RFXAP RNF125 RNF168 RNU4ATAC SASH3 SATB1 SCNN1A SCNN1B SCNN1G SERPINA1 SERPINH1 SETBP1 SFTPC SIAH1 SLC11A1 SLC26A9 SLC35C1 SLC6A14 SLC9A3 SMARCA2 SMARCD2 SOX9 SREBF1 STAT3 STK36 STK4 STX1A STX3 TBCD TBX1 TCF3 TGFB1 TK2 TNFRSF11A TNFRSF13B TNFRSF13C TNFRSF9 TONSL TPP2 TRIM37 TTC26 UNC119 UNG USB1 USP26 USP9X VARS1 VPS33A WAS WDR1 WDR19 WDR35 ZAP70 ZBTB7A ZNF341 ZNF668 ZNFX1 HP_RECURRENT_MENINGITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RECURRENT_MENINGITIS C1QC CFI IL2RG MYD88 WAS HP_RECURRENT_MYCOBACTERIAL_INFECTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RECURRENT_MYCOBACTERIAL_INFECTIONS CCDC103 CCDC39 CCDC40 CCDC65 CCNO CFAP221 CFAP298 CFAP300 CFAP74 CYBB DCLRE1C DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAL1 DRC1 FOXJ1 GAS2L2 GAS8 GATA2 HYDIN IFNGR1 IFNGR2 IKBKG IL12RB1 ISG15 LRRC56 MCIDAS NEK10 NFKBIA NME5 NME8 ODAD1 ODAD2 ODAD3 ODAD4 OFD1 RPGR RSPH1 RSPH3 RSPH4A RSPH9 SPAG1 SPEF2 STAT1 STK36 TTC12 TYK2 ZAP70 ZMYND10 HP_RECURRENT_MYOGLOBINURIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RECURRENT_MYOGLOBINURIA COQ2 HADHB LPIN1 MT-CO1 MT-CO3 OBSCN PYGM HP_RECURRENT_NEISSERIAL_INFECTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RECURRENT_NEISSERIAL_INFECTIONS C5 C6 C7 C8B CFB CFI MBL2 HP_RECURRENT_OPPORTUNISTIC_INFECTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RECURRENT_OPPORTUNISTIC_INFECTIONS ADA DCLRE1C IL2RG IL7R JAK3 NHP2 PNP RAG1 RAG2 ZAP70 HP_RECURRENT_OTITIS_MEDIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RECURRENT_OTITIS_MEDIA A2ML1 ACP5 ADA ADA2 ADAT3 AGR2 ANAPC1 AP3B1 ARHGAP29 ARHGEF38 ATN1 BAP1 BCOR BLNK BMP4 BPTF BTK C1QB C4B CCDC103 CCDC39 CCDC40 CCDC47 CCDC65 CCNO CD19 CD3D CD3E CD3G CD4 CD79A CD79B CDC42BPB CDH1 CFAP221 CFAP298 CFAP300 CFAP52 CFAP74 CFI COBLL1 COL11A1 COL2A1 CORO1A CR2 DDB1 DHCR7 DLG1 DLK1 DLX4 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAL1 DOCK2 DOCK8 DPF2 DPP9 DRC1 ELN FCGR3A FGFR3 FLNA FMR1 FOCAD FOXJ1 FOXP1 FZD2 GAS2L2 GAS8 GLRA2 GNB2 GNPTAB GNS GRHL3 GUSB H4C3 H4C5 HEPHL1 HYAL1 HYDIN ICOS IDS IDUA IGHG2 IGHM IGKC IGLL1 IKBKB IKBKG IL17RA IL21R IL2RB IL6R IL6ST IL7R IRF6 JAGN1 JAK3 KANSL1 KAT6A KDM6A KIF15 KMT2A KMT2D KMT5B LBR LIG1 LRBA LRRC56 MAGT1 MAP3K7 MAPK1 MCIDAS MED12 MEG3 MGP MLXIPL MNS1 MSX1 NAA10 NBN NCKAP1L NECTIN1 NEK10 NFKB2 NFKBIA NME5 NME8 ODAD1 ODAD2 ODAD3 ODAD4 OFD1 PCYT1A PDGFRA PGM1 PHIP PIK3CD PIK3CG PIK3R1 PLCG2 POLR3A PRKAR1B PRKCD PSMB8 PSMD12 PTEN RAC1 RAC2 RELB RIC1 RNF2 RNU4ATAC RPGR RPL11 RSPH1 RSPH3 RSPH4A RSPH9 RTL1 SDCCAG8 SETD2 SH3KBP1 SLC35C1 SLC37A4 SMARCD2 SMG9 SPAG1 SPEF2 SRCAP SRY STK36 SYK TAOK1 TBX1 TCF3 TFE3 TLR8 TMCO1 TNFRSF13B TNFRSF13C TNRC6B TP63 TPP2 TRAC TTC12 UBB UNC119 USB1 USP26 WAS WDR26 ZEB2 ZMYND10 ZNF341 HP_RECURRENT_PANCREATITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RECURRENT_PANCREATITIS CASR CAV1 CCDC47 CDC73 CFTR CPA1 CTRC GCGR GPIHBP1 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW PRSS1 PRSS2 SPINK1 HP_RECURRENT_PAROXYSMAL_HEADACHE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RECURRENT_PAROXYSMAL_HEADACHE DKK1 DLST DNMT3A EPAS1 FH KIF1B MAX MDH2 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW NF1 RET SDHA SDHAF2 SDHB SDHC SDHD SLC25A11 TMEM127 VHL HP_RECURRENT_PATELLAR_DISLOCATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RECURRENT_PATELLAR_DISLOCATION BPNT2 MAB21L2 PIEZO2 PRKACB RYR1 HP_RECURRENT_PHARYNGITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RECURRENT_PHARYNGITIS ALG12 HLA-B HLA-DRB1 NFKB2 P4HA2 PTPN22 SH2D1A SLC29A3 TNFRSF1A XIAP HP_RECURRENT_PNEUMONIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RECURRENT_PNEUMONIA AASS ADA ALG12 ALMS1 AP3B1 ARPC1B B3GALT6 BLNK BTK C3 C4B CARMIL2 CAVIN1 CCDC39 CCDC40 CD19 CD247 CD27 CD3D CD3E CD79B CFAP410 CFTR CLPB COL11A2 CR2 CXCR4 CYBA CYBB CYBC1 DDR2 DNAAF4 DNAH11 DOCK2 DOCK8 DRC1 DZIP1L EFEMP2 EGFR ERCC6 EXTL3 FBLN5 FBXW7 FCGR2A FCHO1 FMO3 GALNS GAS8 GNPTAB HYDIN ICOS IDH1 IDS IFIH1 IGBP1 IGHG2 IGHM IGKC IGLL1 IL21R IL2RG IL6ST JAK3 KCNJ6 KPTN LAT LEP LMNB1 LRBA LTBP1 LTBP4 MASP2 MED25 MEGF10 MTHFD1 NBN NCF1 NCF2 NFKB1 NFKB2 NKX2-1 NME5 ODAD1 ODAD2 ODAD4 ORC6 P4HTM PEPD PGM3 PIK3CD PKHD1 PKP1 PLOD1 POLA1 PURA RAC1 RAC2 RELB RFX7 RNF125 RNF168 RNU4ATAC SERPINH1 SETBP1 SFTPC SIAH1 SLC35C1 SMARCA2 SMARCD2 SREBF1 STAT3 STK36 STK4 TBCD TBX1 TCF3 TGFB1 TK2 TNFRSF11A TNFRSF13B TNFRSF13C TONSL UNC119 USB1 USP26 VPS33A WAS WDR1 WDR19 WDR35 ZBTB7A ZNF341 ZNFX1 HP_RECURRENT_PROTOZOAN_INFECTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RECURRENT_PROTOZOAN_INFECTIONS CIITA IL12RB1 RFX5 RFXANK RFXAP HP_RECURRENT_RESPIRATORY_INFECTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RECURRENT_RESPIRATORY_INFECTIONS AARS1 AASS ABCA12 ACP5 ACTA1 ADA ADA2 ADAMTS3 ADNP AGA AGR2 AGRN AICDA AK2 ALB ALDH18A1 ALG12 ALMS1 ALOX12B ALOXE3 ALPL AP3B1 AP3D1 ARHGEF1 ARID1A ARID1B ARID2 ARPC1B ARSB ARSL ASAH1 ASPRV1 ASXL1 ATM ATP6V0A2 B2M B3GALT6 BACH2 BAZ1B BCL10 BCL7B BCR BIRC3 BLM BLNK BTK BUD23 C1QB C3 C4B CACNA1B CARD10 CARD11 CARMIL2 CARS1 CASP8 CAVIN1 CCBE1 CCDC103 CCDC22 CCDC39 CCDC40 CCDC65 CCNO CD19 CD247 CD27 CD3D CD3E CD3G CD4 CD40LG CD55 CD79A CD79B CD81 CD8A CDCA7 CEACAM3 CEACAM6 CFAP221 CFAP298 CFAP300 CFAP410 CFAP74 CFI CFTR CHAMP1 CHAT CHRM3 CIITA CLCA4 CLCN7 CLEC7A CLIP2 CLPB COG4 COG6 COL11A2 COL13A1 COL4A5 COL4A6 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 COLQ CORO1A CPLX1 CR2 CREBBP CRKL CSPP1 CTBP1 CTC1 CTCF CTLA4 CTNNBL1 CTSC CXCR4 CYBA CYBB CYBC1 CYP4F22 DCLRE1C DCTN4 DDR2 DDX59 DIP2B DKC1 DLL3 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAJC30 DNAL1 DNMT3B DOCK2 DOCK8 DPF2 DPM2 DPP9 DPYSL5 DRC1 DSG1 DYM DYNC2I2 DZIP1L ECM1 EDARADD EDNRA EFEMP2 EGFR EHMT1 EIF4H ELANE ELF4 ELN ELP1 EP300 EPG5 ERCC2 ERCC3 ERCC6 ERF EXOSC9 EXTL3 FAT4 FBLN5 FBXO28 FBXW7 FCGR2A FCGR3A FCHO1 FCN3 FCSK FKBP6 FLI1 FLNA FLNC FMO3 FOXJ1 FOXN1 FOXP1 FOXP2 FOXP3 FUCA1 FUT8 G6PC3 GAA GALNS GAS2L2 GAS8 GATA2 GBA1 GCLC GEMIN4 GFI1 GFM2 GLB1 GLI3 GLUL GMNN GNPTAB GNS GORAB GRIA1 GSTM3 GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GUSB H4C3 H4C5 HACD1 HCK HELLS HERC2 HFE HGSNAT HLA-B HLA-DPA1 HLA-DPB1 HLA-DRB1 HMOX1 HPS6 HYDIN HYOU1 ICOS IDH1 IDS IDUA IER3IP1 IFIH1 IFT122 IFT140 IGBP1 IGHG2 IGHM IGKC IGLL1 IKBKB IKBKG IKZF1 IL10RB IL17F IL17RA IL17RC IL21 IL21R IL2RA IL2RB IL2RG IL6R IL6ST IL7R INPPL1 IRAK4 IRF2BP2 IRF8 ITCH ITGA3 ITGA7 IVNS1ABP JAGN1 JAK3 KANSL1 KAT6A KAT6B KATNIP KCNJ6 KCNN4 KDM5C KIAA0586 KIF1A KIF20A KMT2D KPTN KRAS KRT5 LAMA2 LAMB2 LAMTOR2 LAT LCK LEP LEPR LETM1 LIG1 LIG4 LIMK1 LIPN LMNB1 LRBA LRRC56 LRRC8A LTBP1 LTBP4 LYST MAGEL2 MAGT1 MALT1 MANBA MAP3K20 MAPK1 MASP2 MBTPS2 MCIDAS MCM4 MDFIC MDM4 MECP2 MED25 MEGF10 MESP2 METTL27 MGAT2 MGP MIF MIR140 MKRN3 MLXIPL MPLKIP MS4A1 MSN MTHFD1 MTM1 MYH3 MYL2 MYL9 MYO5A MYO9A MYPN MYSM1 NAE1 NAGLU NBN NCF1 NCF2 NCF4 NDN NDUFC2 NECTIN1 NEK10 NELFA NEPRO NFASC NFE2L2 NFIX NFKB1 NFKB2 NFKBIA NGLY1 NHLRC2 NHP2 NIPAL4 NKX2-1 NME5 NME8 NOP10 NOTCH2 NPAP1 NPM1 NRAS NSD2 NUP214 NXN OAS1 OCA2 OCRL ODAD1 ODAD2 ODAD3 ODAD4 OFD1 ORC6 P4HA2 P4HTM PAK2 PARN PCGF2 PCNT PEPD PET117 PEX5 PGM3 PHIP PIGG PIK3CD PIK3CG PIK3R1 PKHD1 PKP1 PLCG2 PLEC PLG PLOD1 PLP1 PLVAP PNP POLA1 POLE POLR2A POLR3A PPP1R21 PRKCD PRKDC PRPS1 PRTN3 PSAP PSMB8 PTEN PTPN22 PURA PWAR1 PWRN1 PYROXD1 RAB3GAP2 RAC1 RAC2 RAG1 RAG2 RASGRP1 REEP1 RELB RFC2 RFT1 RFX5 RFX7 RFXANK RFXAP RIPK1 RNF113A RNF125 RNF168 RNU4ATAC ROR2 RPGR RSPH1 RSPH3 RSPH4A RSPH9 RTEL1 RUNX2 RYR1 SAMD9L SASH3 SATB1 SCN10A SCN11A SCN9A SCNN1A SCNN1B SCNN1G SDCCAG8 SDR9C7 SELENON SERPINA1 SERPINH1 SETBP1 SFTPC SGSH SH2D1A SH3KBP1 SHROOM4 SIAH1 SIK1 SIM1 SLC11A1 SLC18A3 SLC1A4 SLC25A1 SLC25A22 SLC26A2 SLC26A9 SLC29A3 SLC35C1 SLC37A4 SLC39A7 SLC41A1 SLC46A1 SLC52A3 SLC5A7 SLC6A14 SLC9A3 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCD2 SMARCE1 SMN1 SMPD1 SNAP25 SNORD115-1 SNORD116-1 SNRPN SNX10 SOCS1 SOX11 SOX4 SOX9 SP110 SPAG1 SPEF2 SPI1 SPINK5 SPTBN4 SREBF1 SRP19 SRP54 STAT1 STAT3 STING1 STK36 STK4 STX1A STX3 STXBP2 SUCLG1 SULT2B1 SYT2 TAFAZZIN TAOK1 TAP1 TAP2 TAPBP TARS1 TASP1 TBC1D23 TBC1D24 TBCD TBCE TBL2 TBX1 TBX6 TCEAL1 TCF3 TCIRG1 TCTN3 TECPR2 TERC TERT TET2 TFRC TGFB1 TGM1 TIMMDC1 TINF2 TK2 TLL1 TMCO1 TMEM270 TMEM94 TNFRSF11A TNFRSF13B TNFRSF13C TNFRSF1A TNFRSF9 TNFSF11 TNFSF12 TNNI3 TNNT2 TOM1 TONSL TP73 TPM2 TPM3 TPP2 TRAC TRAF3IP2 TRAIP TRIM37 TRIP11 TRIP4 TRPS1 TSC1 TSC2 TTC12 TTC26 TTC7A TYK2 TYMS UBA2 UBE2A UFC1 UGP2 UMPS UNC119 UNG UQCRH USB1 USP26 USP9X VAMP1 VARS1 VPS33A VPS35L VPS37D VPS51 WAC WAS WASHC5 WDR1 WDR19 WDR35 WIPF1 WRAP53 XIAP ZAP70 ZBTB24 ZBTB7A ZMYND10 ZNF341 ZNF668 ZNFX1 ZNHIT3 HP_RECURRENT_SINOPULMONARY_INFECTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RECURRENT_SINOPULMONARY_INFECTIONS ATP6V0A2 BACH2 CASP8 CCDC103 CCDC39 CCDC40 CCDC65 CCNO CFAP221 CFAP298 CFAP300 CFAP74 CFTR CLPB CTNNBL1 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAL1 DOCK8 DRC1 ELANE FOXJ1 GAS2L2 GAS8 GFI1 HYDIN LRRC56 MCIDAS NBN NEK10 NFKB1 NME5 NME8 ODAD1 ODAD2 ODAD3 ODAD4 OFD1 PIK3CD PIK3CG PLCG2 RPGR RSPH1 RSPH3 RSPH4A RSPH9 SPAG1 SPEF2 SRP19 SRP54 STAT3 STK36 TCIRG1 TFRC TNFRSF13B TTC12 ZMYND10 HP_RECURRENT_SINUSITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RECURRENT_SINUSITIS ACP5 ADA2 ALMS1 BTK C4B CCDC65 CD19 CFAP298 CFAP74 CFI COL5A1 COL5A2 CR2 DNAAF1 DNAAF11 DNAAF2 DNAAF4 DNAAF5 DNAAF6 DNAH5 DNAI2 DNAJB13 DOCK8 FCGR3A GAS2L2 HYDIN ICOS IGHM IKBKB IKBKG IL17RA IL21R IRF2BP2 IVNS1ABP LRBA MAGT1 MCIDAS MDM4 MGP NCF4 NEK10 NFKB1 NFKB2 NFKBIA NME5 NME8 ODAD1 ODAD2 PIK3CD PRKCD PSMB8 RAC2 RNF168 RSPH1 RSPH4A SASH3 SH3KBP1 SPAG1 SPI1 STK36 STK4 STXBP2 TBX1 TMCO1 TNFRSF13B TNFRSF13C TNFRSF9 UNC119 USB1 WAS ZMYND10 ZNF341 HP_RECURRENT_SKIN_INFECTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RECURRENT_SKIN_INFECTIONS ADA ADAM17 AIRE AP3B1 ATRX BLNK BLOC1S6 BRAF BTD BTK CARD9 CARMIL2 CD247 CD3D CD3E CD3G CD40LG CD79A CD79B CDH23 CFI CHST14 CIB1 CIITA CLEC7A CLPB COL7A1 CORO1A CTSC CYBA CYBB DCLRE1C DOCK2 DOCK8 DSE DSG1 EGFR ELANE EPG5 EPHB4 FERMT1 FERMT3 FOXC2 FOXP1 FOXP3 GATA1 GFI1 GINS1 GJB2 GJB6 GJC2 HYOU1 IGHM IGLL1 IKBKB IKBKG IL10RA IL17F IL17RA IL17RC IL2RA IL2RG IL6R IL6ST IL7 IL7R ITGA6 ITGB2 ITGB4 JAK3 KNSTRN KRT1 KRT14 KRT5 LAMA3 LAMB3 LAMC2 LCK LCP2 LRRC8A LYST MBL2 MBTPS2 MMP1 MRTFA MVK MYD88 NAE1 NCF1 NCF2 NFE2L2 NFKB1 NFKBIA NR3C1 OTULIN PGM3 PIK3CD PIK3CG PIK3R1 PKP1 POLR3A PRDM12 PSEN1 PSENEN RFX5 RFXANK RFXAP RORC SASH3 SHANK3 SLC39A7 SP110 SPI1 SPINK5 SREBF1 SRP19 SRP54 STAT1 STAT3 STK4 SYK TCF3 TCIRG1 TFRC TLR8 TMC6 TMC8 TOM1 TP53 TRAC TRAF3IP2 UBE2A UROD UROS USP48 USP8 WDR1 XIAP ZAP70 ZNF341 HP_RECURRENT_STAPHYLOCOCCAL_INFECTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RECURRENT_STAPHYLOCOCCAL_INFECTIONS CEACAM3 CEACAM6 CFTR CIITA CLCA4 CYBA CYBB DCTN4 EDNRA FCN3 GCLC GSTM3 HFE HMOX1 IL17RA IRAK4 ITGB2 KCNN4 LYST MIF NCF1 NCF2 NTRK1 PGM3 RFX5 RFXANK RFXAP SERPINA1 SLC11A1 SLC26A9 SLC6A14 SLC9A3 STAT3 STX1A TGFB1 HP_RECURRENT_STREPTOCOCCAL_INFECTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RECURRENT_STREPTOCOCCAL_INFECTIONS CFI IGHG2 IGKC IRAK4 LYST HP_RECURRENT_SYSTEMIC_PYOGENIC_INFECTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RECURRENT_SYSTEMIC_PYOGENIC_INFECTIONS GPR35 LYST MST1 SEMA4D TCF4 HP_RECURRENT_THROMBOPHLEBITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RECURRENT_THROMBOPHLEBITIS F13A1 F2 HABP2 MTHFR SERPINC1 TGFB2 HP_RECURRENT_TONSILLITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RECURRENT_TONSILLITIS BLM C3 CYBC1 ELANE IGHG2 IGKC MPEG1 MYO5A PIK3CD PIK3R1 PTEN RIPK1 SCNN1A SCNN1B SCNN1G HP_RECURRENT_UPPER_AND_LOWER_RESPIRATORY_TRACT_INFECTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RECURRENT_UPPER_AND_LOWER_RESPIRATORY_TRACT_INFECTIONS AICDA DCLRE1C GLI3 MDFIC MGAT2 PIK3CD PIK3R1 PTEN RAG1 RAG2 SCNN1A SCNN1B SCNN1G UNG USP9X ZAP70 HP_RECURRENT_URINARY_TRACT_INFECTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RECURRENT_URINARY_TRACT_INFECTIONS ADNP AGXT ALG5 ALG9 ALMS1 APRT ARL3 ATP7A ATRX BAZ1B BCL7B BCR BICC1 BLM BNC2 BRCA1 BRCA2 BRIP1 BTK BUD23 CDC42BPB CFI CHRM3 CHRNA3 CIITA CISD2 CLDN16 CLDN19 CLEC7A CLIP2 CR2 CREBBP CRKL DNAJB11 DNAJC30 DYRK1A DZIP1L EFEMP2 EIF4H ELN EN1 EP300 ERCC4 EXT1 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FARSB FBLN5 FKBP6 FLVCR1 FOCAD FOXC2 G6PC3 GANAB GRHPR GTF2I GTF2IRD1 GTF2IRD2 HLA-B HOXA13 HPSE2 HSPA9 IFT140 IGHG2 IGKC IL17F IL17RA IL17RC IL2RB ISL1 KANSL1 KAT5 KAT6A KCTD1 KNSTRN LAMA3 LAMB3 LAMC2 LIMK1 LMNB1 LRIG2 LTBP1 MAD2L2 MAN2B1 MAPK1 MC2R MED12 METTL27 MINPP1 MLXIPL MNX1 MRAP MSN MYL9 NAE1 NBN NCF1 NNT PALB2 PEPD PIK3CD PIK3CG PKD1 PKD2 PKHD1 PNP POLR3A POLR3GL PRKCD PRMT7 RAD21 RAD51 RAD51C RELB RFC2 RFWD3 RFX5 RFXANK RFXAP RNU7-1 SAMD9 SATB1 SHANK3 SLC35C1 SLC3A1 SLC46A1 SLC5A2 SLC7A9 SLX4 SMARCA2 SOX17 STAR STX1A TBL2 THOC6 TMEM270 TNXB TP63 TRAF3IP2 TRAIP TRPS1 TXNRD2 UBE2T VPS37D WASF1 WFS1 XRCC2 ZNF699 HP_RECURRENT_VIRAL_INFECTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RECURRENT_VIRAL_INFECTIONS ADA ARHGEF1 BTD BTK CD8A CIITA CLPB CTPS1 DCLRE1C DEF6 DNAJC21 DOCK8 EFL1 ELANE EPG5 FCGR3A FLI1 GATA2 GFI1 IFIH1 IGHM IKZF1 IL2RA IL2RG IL7R IRF9 ISG15 JAK1 JAK3 KNSTRN MAGT1 MALT1 MCM4 NFKB2 NHEJ1 PGM3 PIK3CD PNP POMP RAG1 RAG2 RALGAPA1 RFX5 RFXANK RFXAP RMRP RNF168 SBDS SH3KBP1 SP110 SRP19 SRP54 STAT1 STK4 TCIRG1 TYK2 ZAP70 HP_REDUCED_AMPLITUDE_OF_DARK_ADAPTED_BRIGHT_FLASH_ELECTRORETINOGRAM_A_WAVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_REDUCED_AMPLITUDE_OF_DARK_ADAPTED_BRIGHT_FLASH_ELECTRORETINOGRAM_A_WAVE CABP4 CACNA1F CACNA2D4 CFAP418 GNAT1 GNB3 GPR179 GRK1 GRM6 LRIT3 NYX PDE6B RHO SAG SLC24A1 TRPM1 HP_REDUCED_ANTIGEN_SPECIFIC_T_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_REDUCED_ANTIGEN_SPECIFIC_T_CELL_PROLIFERATION CARD11 CTPS1 DOCK2 LCP2 NSMCE3 PGM3 RAG1 RAG2 HP_REDUCED_ANTITHROMBIN_III_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_REDUCED_ANTITHROMBIN_III_ACTIVITY AHCY ALG12 ALG6 ALG8 B4GALT1 DPAGT1 DPM1 DPM2 MGAT2 MPI PGM1 PMM2 SERPINC1 SLC37A4 SRD5A3 HP_REDUCED_ATTENTION_REGULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_REDUCED_ATTENTION_REGULATION AARS1 AASS ABCD1 ACTL6B ADGRL1 ADH5 ADNP AGO1 AGO2 AHCY ALDH4A1 ALKBH8 ANAPC1 ANKRD11 ANKRD17 AP2M1 AP3B2 APC2 ARID2 ARPC4 ARSA ARV1 ARVCF ASPM ATP10A ATP13A2 ATP1A2 ATP1A3 ATP6V0A1 ATP6V1A ATP9A AUH AUTS2 BAP1 BAZ1B BCL7B BCORL1 BCR BMPR1A BRD4 BUD23 C12orf4 CABP4 CACNA1A CACNA1B CACNA1C CACNA1H CACNA2D1 CAMTA1 CARS1 CBL CC2D1A CDC42BPB CDH11 CDH2 CDK19 CDK8 CDKN1A CDKN1B CDKN1C CDKN2B CDKN2C CDON CELF2 CHD2 CHD3 CHD5 CHD7 CHD8 CHRNA2 CHRNA4 CHRNA7 CHRNB2 CIC CLIP2 CLTC CNKSR2 CNTNAP2 COMT COQ5 CORO1A CRBN CREBBP CRH CRKL CSGALNACT1 CSNK2A1 CYFIP2 CYP27A1 DALRD3 DCDC2 DDB1 DEAF1 DEPDC5 DHCR7 DHDDS DHTKD1 DISP1 DLG3 DLL1 DMPK DNAJC12 DNAJC21 DNAJC30 DNAJC6 DNM1 DPH1 DPH2 DRD4 DRD5 DYM DYNC1I2 DYRK1A EEF1A2 EFL1 EIF2AK1 EIF4H ELN EMC10 EP300 EPCAM ERF FAN1 FANCD2 FANCL FBXO11 FBXO28 FGD1 FGF12 FGF13 FGF8 FGFR1 FGFR3 FKBP6 FLG FLI1 FLII FMR1 FOCAD FOXG1 FOXH1 FOXP1 FOXP2 FZR1 GABBR2 GABRA1 GABRA2 GABRA5 GABRB2 GABRB3 GABRG2 GALC GALT GAS1 GATA4 GLI2 GLRX5 GLUD1 GNAQ GNB1 GNB5 GNE GP1BB GRIA1 GRIA4 GRIK2 GRIN2A GRIN2D GTF2I GTF2IRD1 GTF2IRD2 H4C5 HCN1 HDAC4 HDAC8 HDC HEPACAM HERC2 HIRA HMGA2 HNRNPH2 HNRNPK HNRNPR HOXA2 HSPG2 HTRA2 IDS IFNG IGF1 IGF2 IKBKG IQSEC1 IQSEC2 JARID2 JMJD1C JRK KANSL1 KAT5 KAT8 KCNA2 KCNA4 KCNB1 KCNN2 KCNT1 KDM3B KDM4B KIF11 KIF14 KMT2A KMT2B KMT5B KPNA3 KRAS LGI3 LHCGR LIG4 LIMK1 LMAN2L LRRK2 MADD MAGEL2 MAN2B1 MAP1B MAPK1 MBD5 MCTP2 MED12 MED12L MED13 MEN1 METTL27 METTL5 MID1 MKRN3 MLH1 MLH3 MLXIPL MSH2 MSH6 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW NAA15 NAT8L NBEA NBN NCF1 NDP NECAP1 NEXMIF NF1 NFIA NFIB NIPA1 NIPA2 NIPBL NKAP NKX2-1 NLGN1 NODAL NOP56 NPAP1 NR2F1 NSD1 NSUN2 NTRK1 NTRK2 NUS1 OCA2 OCRL ODC1 OPHN1 PACS2 PAH PAK3 PANK2 PARK7 PARS2 PCDH19 PCGF2 PCNT PDGFRB PDZD8 PHF21A PHIP PIDD1 PIEZO2 PIK3CA PINK1 PLA2G6 PLAG1 PLCH1 PMS1 PMS2 PNKP PODXL POLA1 POLG PPM1D PPP1R12A PPP1R21 PPP2CA PPP3CA PRKAR1B PRKCG PRKD1 PRKN PRMT7 PRNP PRR12 PSAP PSMB1 PTCH1 PTCHD1 PTEN PURA PUS7 PWAR1 PWRN1 RAD21 RAI1 RERE RFC2 RFX7 RIC1 RPS20 RREB1 RSRC1 SATB1 SATB2 SBDS SCAPER SCN1A SCN1B SCN2A SCN3A SCN8A SCN9A SEC24C SECISBP2 SEMA3E SEMA4A SETBP1 SETD1A SETD2 SETD5 SH2B1 SH3KBP1 SHH SHMT2 SHOC2 SIM1 SIN3A SIN3B SIX3 SLC13A5 SLC1A2 SLC25A36 SLC2A1 SLC38A3 SLC6A1 SLC6A19 SLC6A8 SLC7A6OS SLC9A7 SLF2 SLITRK1 SMARCA2 SMC1A SMC3 SMC5 SMPD1 SNCA SNORD115-1 SNORD116-1 SNRPN SOBP SOX5 SOX6 SPEN SPG11 SPG7 SPRED1 SPTBN1 SRCAP SRP54 SRPX2 STAG2 STEEP1 STIL STS STX1A SUCLG1 SUPT16H SYNE1 SYNGAP1 SYNJ1 SZT2 TAF1 TANC2 TAOK1 TBC1D23 TBL1X TBL2 TBX1 TBX2 TDGF1 TET3 TFE3 TGFBR2 TGIF1 THRB TIAM1 TIMM8A TKT TLK2 TMCO1 TMEM163 TMEM270 TMEM67 TNIK TNPO2 TNRC6B TPH2 TRAK1 TRAPPC14 TREX1 TRIO TSC1 TSC2 TSHB TUBA1A TUBB2B TUBB3 TUBG1 TWNK UBA5 UBE3A UBE4A UCHL1 UFD1 UPF3B USP7 VPS13A VPS13C VPS37D WAC WBP11 WWOX YME1L1 YWHAG YY1 ZBTB20 ZDHHC9 ZIC2 ZMIZ1 ZMYM2 ZNF292 HP_REDUCED_BLOOD_FOLATE_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_REDUCED_BLOOD_FOLATE_CONCENTRATION HLA-DQA1 HLA-DQB1 OTUD5 SLC46A1 ZNF699 HP_REDUCED_BRAIN_N_ACETYL_ASPARTATE_LEVEL_BY_MRS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_REDUCED_BRAIN_N_ACETYL_ASPARTATE_LEVEL_BY_MRS ATAD3A CACNA1G CNP FBXO28 GALC GFM2 GRM7 NAT8L NDUFB7 NGLY1 PSAP SDHAF1 SDHD SLC25A12 TBCK HP_REDUCED_CEREBRAL_WHITE_MATTER_VOLUME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_REDUCED_CEREBRAL_WHITE_MATTER_VOLUME ARF1 ASNS ASXL2 BCL11B BRPF1 CHMP1A CLP1 CRLS1 CTNNA2 DNM1 GABRG2 IREB2 KCNT2 KIF26A MTOR NANS NDUFA2 NDUFA6 NDUFA9 PCLO PIGL PPP3CA PYCR2 RAB11B SLITRK2 SPTAN1 TMEM147 TUBB2A UFC1 WARS1 WDR45B ZNF335 HP_REDUCED_CIRCULATING_GROWTH_HORMONE_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_REDUCED_CIRCULATING_GROWTH_HORMONE_CONCENTRATION DSG1 GH1 MARS2 OTX2 POU1F1 PROP1 ROBO1 TMEM67 HP_REDUCED_CIRCULATING_PROLACTIN_CONCENTRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_REDUCED_CIRCULATING_PROLACTIN_CONCENTRATION AKT1 BAP1 DBH GNAS HESX1 IGSF1 LHX3 LHX4 NF2 PDGFB PIK3CA POU1F1 PROP1 RBM28 SMARCB1 SMARCE1 SMO SUFU TERT TRAF7 TRHR HP_REDUCED_CONSCIOUSNESS_CONFUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_REDUCED_CONSCIOUSNESS_CONFUSION AARS1 ABAT ABCA7 ABCC8 ABCD1 ABCD4 ACADM ACADS ACADSB ACADVL ACAT1 ADA2 ADAMTS13 ADORA2A AGR2 AGRN AK9 AKT1 AKT2 ALAD ALDH4A1 ALDOB ALG12 AMT APP ARSA ASH1L ASL ASPA ASS1 ATP13A2 ATP1A2 ATP1A3 ATP5F1A ATP5F1D ATP5F1E ATP5MK ATP7B ATPAF1 ATPAF2 AUH AVP BAP1 BCKDHA BCKDHB BMP6 BNC2 BOLA3 BRAF BTD C4A CA5A CACNA1A CASR CCR1 CDKN1A CDKN1B CDKN2B CDKN2C CDON CFH CFHR1 CFHR3 CHRNA1 CHRNA2 CHRNB1 CHRND CHRNE CLCNKB COA8 COL13A1 COL3A1 COX5A CPOX CPS1 CPT1A CPT2 CTNNB1 CTSF CTSH CUBN CYC1 CYP24A1 DBT DDC DHCR7 DISP1 DLD DLL1 DMPK DNMT1 DOK7 DPYD DPYS DUOX2 DUOXA2 EIF2B1 EIF2B5 EPM2A ERAP1 ERCC2 ERCC3 ERCC4 ERCC5 ETFA ETFB ETFDH FAS FBP1 FGF8 FGFR1 FIG4 FKRP FKTN FOXH1 FOXRED1 GABRB2 GALT GAS1 GATA1 GBA1 GCDH GCH1 GCK GFAP GJB1 GK GLDC GLI2 GLUD1 GLYCTK GNA11 GNAS GUF1 GYS2 HADH HADHA HADHB HAMP HCRT HEATR3 HESX1 HFE HIBCH HJV HLA-B HLA-DQB1 HLA-DRB1 HLCS HMBS HMGCL HMGCS2 HNF1A HNF4A HTT IFNGR1 IL10 IL12A IL12A-AS1 IL12B IL12RB1 IL18BP IL23R INS INSR IRAK1 IRF5 ISCA2 IVD IYD KCNE1 KCNJ11 KCNQ1 KIF1A KIF21A KLRC4 KRT18 KYNU LARGE1 LHX3 LHX4 LMBRD1 LNPK LONP1 LRP4 LYRM7 MAGEL2 MAN2B1 MC2R MCCC1 MCCC2 MEFV MEN1 MLX MMAA MMAB MMACHC MMADHC MMEL1 MMUT MOG MRAP MRPS16 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TE MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TT MT-TW MTHFR MTRR MUSK MYD88 MYOD1 NAA10 NAB2 NAGS NAXD NAXE NBAS NDE1 NDUFA1 NDUFA11 NDUFA2 NDUFA6 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB9 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NF2 NFKB2 NFS1 NFU1 NHLRC1 NNT NODAL NOTCH2NLC NOTCH3 NUBPL NUP88 OTC P2RY11 PAX2 PAX8 PBX1 PCCA PCCB PDGFB PDHA1 PDX1 PEX2 PIGA PIGG PIK3CA PLA2G6 PLCH1 PLP1 POLG POLG2 POLR3A POLR3K POMT1 POMT2 POU1F1 POU2AF1 PPOX PRDM8 PRDX1 PRF1 PRNP PROP1 PRPS1 PRRT2 PSAP PSEN1 PSEN2 PTCH1 PTS RANBP2 RAPSN RARS2 RMND1 RNU4ATAC RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RRM2B RYR1 SAT1 SCN1A SCN4A SCO2 SHH SHQ1 SIK1 SIM1 SIX3 SLC12A3 SLC13A3 SLC18A3 SLC19A2 SLC19A3 SLC1A2 SLC22A5 SLC25A13 SLC25A15 SLC25A19 SLC25A20 SLC25A22 SLC25A4 SLC2A1 SLC2A3 SLC31A1 SLC39A4 SLC4A1 SLC52A1 SLC5A5 SLC7A7 SMARCB1 SMARCE1 SMC1A SMO SNCA SNCB SORL1 SOX10 SPIB SPP1 SPR SQOR STAG2 STAR STAT3 STAT4 STAT6 STIL STX11 STXBP2 SUFU SUGCT TBC1D24 TBK1 TBP TCN2 TDGF1 TERT TFAM TG TGIF1 TH THRA TICAM1 TIMMDC1 TLR3 TLR4 TMEM126B TNFSF15 TNFSF4 TNPO3 TOMM40 TPO TRAF3 TRAF7 TRANK1 TREM2 TRHR TSHB TSHR TSPOAP1 TSR2 TTC19 TTC26 TTR TUBA1A TWNK TXNRD2 UBAC2 UCP2 UNC13D UNC93B1 UPB1 UQCRH USP18 YARS2 YY1 ZIC2 ZNF365 ZNHIT3 HP_REDUCED_C_PEPTIDE_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_REDUCED_C_PEPTIDE_LEVEL CNOT1 GCK INS KCNJ11 NAB2 PDX1 STAT6 HP_REDUCED_DELAYED_HYPERSENSITIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_REDUCED_DELAYED_HYPERSENSITIVITY CASP10 FAS FASLG NSMCE3 RAB27A HP_REDUCED_FACTOR_IX_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_REDUCED_FACTOR_IX_ACTIVITY F9 GGCX MGAT2 PMM2 SLC37A4 VKORC1 HP_REDUCED_FACTOR_VIII_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_REDUCED_FACTOR_VIII_ACTIVITY F8 LMAN1 MCFD2 SOS1 VWF HP_REDUCED_FACTOR_VII_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_REDUCED_FACTOR_VII_ACTIVITY AHCY F7 GGCX SLC37A4 VKORC1 HP_REDUCED_FACTOR_XIII_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_REDUCED_FACTOR_XIII_ACTIVITY BRAF F13A1 F13B MAP2K1 PTPN11 SLC37A4 HP_REDUCED_FACTOR_XII_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_REDUCED_FACTOR_XII_ACTIVITY BRAF F12 MAP2K1 MGAT2 PTPN11 SLC37A4 HP_REDUCED_FACTOR_XI_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_REDUCED_FACTOR_XI_ACTIVITY ALG12 ALG2 ALG6 ALG8 F11 LZTR1 MGAT2 MPI NGLY1 PMM2 SLC37A4 SOS1 HP_REDUCED_FEV1_FVC_RATIO https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_REDUCED_FEV1_FVC_RATIO CFTR DNAH11 ENG HLA-DPB1 SCNN1A SCNN1B SCNN1G HP_REDUCED_FORCED_EXPIRATORY_VOLUME_IN_ONE_SECOND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_REDUCED_FORCED_EXPIRATORY_VOLUME_IN_ONE_SECOND CEACAM3 CEACAM6 CFTR CLCA4 CSF2RA DCTN4 DNAH9 EDNRA FCGR2A GCLC GSTM3 HES7 HFE HMOX1 ITCH KCNN4 MIF NEK10 PARN PIEZO2 RTEL1 SERPINA1 SLC11A1 SLC26A9 SLC6A14 SLC9A3 STK36 STX1A TGFB1 HP_REDUCED_FORCED_VITAL_CAPACITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_REDUCED_FORCED_VITAL_CAPACITY BAG3 CFTR COL6A2 CRPPA CSF2RA FCGR2A FKRP GGPS1 HES7 JAG2 LRP12 MCIDAS MEGF10 NEK10 PARN POGLUT1 RTEL1 SFTPC SLC25A21 STK36 SYT2 TGFB1 TNNC2 TNNT1 TPM3 TRIP4 UNC45B HP_REDUCED_HAPTOGLOBIN_LEVEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_REDUCED_HAPTOGLOBIN_LEVEL ABCG8 ALDOA CBLIF GATA1 KIF23 KLF1 PIGA PKLR RHAG RHCE RHD SLC2A1 UROS XK HP_REDUCED_HEMOLYTIC_COMPLEMENT_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_REDUCED_HEMOLYTIC_COMPLEMENT_ACTIVITY C1QB C4A C5 C6 SERPING1 HP_REDUCED_IMPULSE_CONTROL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_REDUCED_IMPULSE_CONTROL AARS1 AASS ABCA7 ABCC8 ABCD1 ACAT1 ACTL6B ACY1 ADA2 ADAT3 ADCY3 ADCY5 ADGRL1 ADH1B ADH1C ADH5 ADNP ADSL AFF2 AGO1 AGO2 AGPAT2 AGRN ALAD ALDH5A1 ALDH7A1 ALG14 ALKBH8 ALMS1 AMT ANAPC1 ANG ANK3 ANKRD11 ANKRD17 ANXA11 AP1G1 AP2M1 AP3B2 APC2 APP AQP2 ARG1 ARID1A ARID1B ARID2 ARNT2 ARPC4 ARV1 ARVCF ARX ASH1L ASPM ATP10A ATP1A1 ATP1A2 ATP1A3 ATP5F1B ATP6V0A1 ATP6V1A ATP9A ATR ATRX ATXN2 AUTS2 AVP AVPR2 BAP1 BAZ1B BBS9 BCAP31 BCL7B BCOR BCORL1 BCR BMPR1A BRAF BRAT1 BRD4 BSCL2 BSND BUD23 C12orf4 C19orf12 CABP4 CACNA1A CACNA1B CACNA1C CACNA1D CACNA1H CACNA2D1 CAMTA1 CARS1 CASK CASR CASZ1 CC2D1A CCBE1 CCNF CDC42BPB CDC73 CDH11 CDH2 CDK13 CDK19 CDK8 CDKL5 CDKN1C CDON CELF2 CEP152 CFAP410 CHAMP1 CHAT CHCHD10 CHD2 CHD3 CHD5 CHD7 CHD8 CHKA CHMP2B CHRNA2 CHRNA4 CHRNA7 CHRNB2 CIC CISD2 CLCN3 CLCN4 CLCNKB CLDN10 CLDN16 CLIP2 CLN5 CLN8 CLTC CNKSR2 CNTNAP2 COL13A1 COMT COQ5 CORO1A COX10 CRBN CREBBP CRH CRKL CSGALNACT1 CSNK2A1 CTNNB1 CTNS CUL3 CUL4B CUX2 CYFIP2 CYP11B1 CYP11B2 CYP27A1 DALRD3 DAO DCDC2 DCTN1 DCX DDB1 DDX3X DDX59 DEAF1 DENND5A DEPDC5 DHCR7 DHDDS DHPS DHTKD1 DISP1 DLG3 DLL1 DMPK DMXL2 DNAJC12 DNAJC13 DNAJC21 DNAJC30 DNAJC6 DNM1 DNM1L DNMT1 DPF2 DPH1 DPH2 DPP6 DPYD DPYSL5 DRD4 DRD5 DYM DYNC1I2 DYRK1A DZIP1L EBP ECE1 EEF1A2 EIF2AK1 EIF2S3 EIF4G1 EIF4H ELN ELP2 EP300 EPCAM EPHA4 ERBB4 EZH2 FAN1 FANCD2 FANCL FBXO11 FBXO28 FBXW11 FGD1 FGF12 FGF13 FGF8 FGFR1 FGFR3 FIG4 FIP1L1 FKBP6 FLCN FLG FLI1 FLII FMR1 FOXG1 FOXH1 FOXP1 FOXP2 FRMPD4 FTL FUS FUZ FZR1 GABBR2 GABRA1 GABRA2 GABRA5 GABRB2 GABRB3 GABRD GABRG2 GALC GALT GAMT GAS1 GATA4 GATAD2B GBA1 GIGYF2 GLDC GLE1 GLI2 GLRA2 GLS GLT8D1 GLUD1 GNAO1 GNAQ GNAS GNB1 GNB2 GNB5 GNE GNS GP1BB GPR101 GRB10 GRIA1 GRIK2 GRIN1 GRIN2A GRIN2D GRM7 GRN GTF2I GTF2IRD1 GTF2IRD2 H3-3A H4C5 HAL HCN1 HDAC4 HDAC8 HDC HEPACAM HEPHL1 HERC2 HESX1 HGSNAT HIRA HIVEP2 HMBS HMGA2 HNF1A HNF1B HNF4A HNRNPA1 HNRNPH2 HNRNPK HNRNPR HOXA2 HPD HPSE2 HSD11B2 HSD17B10 HSPG2 HTR2A HTRA2 HTT HUWE1 IFNG IFT74 IGF1 IGF1R IGF2 IKBKG IL1RAPL1 IL6 INPP5E INSR IQSEC1 IQSEC2 IRF2BP2 IRF4 ITPR3 JARID2 JMJD1C JRK KANSL1 KAT5 KAT8 KCNA1 KCNA2 KCNA4 KCNAB2 KCNB1 KCNC2 KCNJ1 KCNJ10 KCNJ11 KCNJ5 KCNK9 KCNN2 KCNT1 KDM3B KDM4B KDM5C KDM6B KIF11 KIF14 KIF15 KL KMT2A KMT2B KMT5B KNL1 KPNA3 KRAS LARP7 LEMD3 LEP LEPR LGI1 LGI3 LHCGR LIG4 LIMK1 LMAN2L LNPK LRIG2 LRRK2 LSS LUZP1 LZTFL1 MADD MAGEL2 MAN1B1 MANBA MAOA MAP1B MAPK1 MAPK10 MAPT MATR3 MBD5 MC4R MCTP2 MECP2 MED12 MED12L MED13 MED13L MEIS2 MEN1 METTL27 METTL5 MICU1 MID2 MKRN3 MLH1 MLH3 MLXIPL MMP23B MN1 MSH2 MSH6 MTOR MYO9A MYT1L NAA15 NAA20 NABP1 NAGLU NAGS NAXE NBEA NBN NCF1 NDN NDP NDST1 NECAP1 NEFH NEK1 NEUROD2 NEXMIF NF1 NFIA NFIB NFIX NGLY1 NIPA1 NIPA2 NIPBL NKAP NKX2-1 NLGN1 NLGN3 NLGN4X NLRP3 NODAL NONO NOP56 NPAP1 NPHP1 NPHP3 NPHP4 NPM1 NR2F1 NSD1 NSD2 NSDHL NSUN2 NTNG1 NTNG2 NTRK1 NTRK2 NUMA1 NUS1 OCA2 OCRL ODC1 OPHN1 OPTN OTX2 PACS1 PACS2 PAH PAK3 PANK2 PARK7 PARS2 PCDH19 PCGF2 PCNT PCSK1 PDCD6IP PDE11A PDE4D PDGFRB PDPN PDSS1 PDZD8 PFN1 PGM2L1 PHF21A PHIP PIDD1 PIEZO2 PIGH PIGP PIGQ PIK3CA PINK1 PKHD1 PLA2G6 PLAG1 PLCH1 PLPBP PML PMS1 PMS2 PNKP PNP PODXL POGZ POLA1 POMC PON1 PON2 PON3 PPARGC1A PPM1D PPP1R12A PPP1R21 PPP2CA PPP2R1A PPP3CA PRDM16 PREPL PRKAR1A PRKAR1B PRKCG PRKCZ PRKD1 PRKN PRNP PRODH PROKR2 PRPH PRR12 PSEN1 PSEN2 PSMB1 PSMD12 PTCH1 PTCHD1 PTEN PTPN22 PTS PUF60 PUS7 PWAR1 PWRN1 RAB39B RAC1 RAD21 RAI1 RARA RELN RERE RFC2 RFX7 RIC1 RNF13 RPS20 RREB1 RSRC1 RUSC2 SATB1 SATB2 SCAPER SCN1A SCN1B SCN2A SCN3A SCN4A SCN8A SCN9A SEC24C SEMA3E SEMA4A SETBP1 SETD2 SETD5 SGCE SGSH SH2B1 SH3KBP1 SHANK3 SHH SHMT2 SHOC2 SHROOM4 SIK1 SIM1 SIN3A SIX3 SKI SLC12A3 SLC13A5 SLC18A3 SLC19A3 SLC1A2 SLC1A3 SLC1A4 SLC25A1 SLC25A13 SLC25A22 SLC25A36 SLC2A1 SLC2A3 SLC32A1 SLC38A3 SLC3A1 SLC41A1 SLC5A2 SLC5A7 SLC6A1 SLC6A19 SLC6A8 SLC7A6OS SLC7A7 SLC9A7 SLF2 SLITRK1 SLITRK2 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMC5 SMPD1 SNAP25 SNCA SNORD115-1 SNORD116-1 SNRPN SOD1 SORL1 SOX11 SOX2 SOX3 SOX4 SOX5 SOX6 SPAST SPEN SPG7 SPR SPRED1 SPTBN1 SQSTM1 SRCAP SRPX2 STAG2 STAT3 STAT5B STEEP1 STIL STS STX1A STXBP1 SUGCT SUOX SUPT16H SYNGAP1 SYNJ1 SYT2 SZT2 TAF1 TAF15 TAF6 TANC2 TAOK1 TARDBP TAS2R16 TBC1D23 TBC1D2B TBK1 TBL1X TBL1XR1 TBL2 TBX1 TBX2 TCF20 TDGF1 TET3 TGFBR2 TGIF1 THRB TIAM1 TICAM1 TIMM8A TKT TLK2 TLR3 TMCO1 TMEM106B TMEM147 TMEM222 TMEM240 TMEM270 TMEM67 TNIK TNPO2 TNRC6B TOMM40 TPH2 TRAF3 TRAK1 TRANK1 TRAPPC14 TRAPPC9 TREM2 TRIM8 TRIO TRIP12 TSC1 TSC2 TSEN54 TSHB TSHR TTI2 TUBA1A TUBB2B TUBB3 TUBG1 TYROBP UBA5 UBE3A UBE3C UBE4A UBE4B UBQLN2 UBTF UCHL1 UCP2 UFD1 UNC13A UNC93B1 UPF3B UQCC2 UQCRQ USP7 VAMP1 VANGL1 VAPB VCP VPS13A VPS13C VPS16 VPS35 VPS37D WAC WBP11 WDR62 WFS1 WWOX YME1L1 YWHAG YY1 ZBTB16 ZBTB20 ZDHHC9 ZIC2 ZMIZ1 ZMYM2 ZNF292 ZNF699 ZSWIM6 HP_REDUCED_LEFT_VENTRICULAR_EJECTION_FRACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_REDUCED_LEFT_VENTRICULAR_EJECTION_FRACTION AARS2 ABCC6 ACADVL B2M BAG5 COA6 CRYAB CSRP3 DES DSG2 DYSF FHOD3 FKTN GATAD1 GET3 GJA5 GTPBP3 KCNJ5 LAMA2 LAMA4 LAMP2 LMNA LMOD2 MYBPC3 MYH6 MYH7 MYL3 MYOZ2 NEXN NPPA POLG POLG2 PPCS PSEN1 PSEN2 RAF1 RPL3L RRAGD RRM2B SCN5A SDHA SGCD SLC25A4 TNNC1 TNNI3 TNNT2 TOP3A TTN TTR TWNK VCL VEZF1 HP_REDUCED_NATURAL_KILLER_CELL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_REDUCED_NATURAL_KILLER_CELL_ACTIVITY AP3B1 FCGR3A IKBKG IL2RG LCP2 NLRC4 PIK3CD PRF1 PRKCD SH2D1A STX11 STXBP2 UNC13D WAS WIPF1 XIAP HP_REDUCED_NATURAL_KILLER_CELL_COUNT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_REDUCED_NATURAL_KILLER_CELL_COUNT AP3B1 B2M CD70 DCLRE1B DNMT3B DOCK8 ELF4 FCGR3A GATA2 IKBKB IL2RG IL6ST KNSTRN MCM10 MCM4 NLRC4 PGM3 PIK3CD PIK3CG PIK3R1 PTPRC RIPK1 SASH3 SYK TOM1 HP_REDUCED_NUMBER_OF_CORNEAL_ENDOTHELIAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_REDUCED_NUMBER_OF_CORNEAL_ENDOTHELIAL_CELLS AGBL1 COL8A2 GRHL2 OVOL2 SLC4A11 TCF4 VSX1 ZEB1 HP_REDUCED_NUMBER_OF_INTRAHEPATIC_BILE_DUCTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_REDUCED_NUMBER_OF_INTRAHEPATIC_BILE_DUCTS DCDC2 JAG1 LMBRD1 PEX14 TMEM67 HP_REDUCED_PANCREATIC_BETA_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_REDUCED_PANCREATIC_BETA_CELLS ABCC8 EIF2AK3 GCK INS KCNJ11 PDX1 STAT3 HP_REDUCED_PROGRESSIVE_SPERM_MOTILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_REDUCED_PROGRESSIVE_SPERM_MOTILITY AKAP3 CFAP45 DNAH10 DNAH7 DNALI1 DNHD1 DRC1 FBXO43 IFT74 RPL10L SSX1 TEKT3 USP26 WDR19 HP_REDUCED_PROTEIN_C_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_REDUCED_PROTEIN_C_ACTIVITY ALG12 ALG6 ALG8 B4GALT1 DPM1 GGCX MPI NGLY1 PROC HP_REDUCED_PROTEIN_S_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_REDUCED_PROTEIN_S_ACTIVITY ALG12 ALG6 B4GALT1 DPAGT1 DPM1 GGCX MPI PROS1 HP_REDUCED_RENAL_CORTICOMEDULLARY_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_REDUCED_RENAL_CORTICOMEDULLARY_DIFFERENTIATION ACTN4 BSND CEP290 CLCN7 DCDC2 DHX16 DZIP1L IFT140 NIPBL PDCD6IP PKHD1 TMEM67 TULP3 VPS33B HP_REDUCED_SPERM_MOTILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_REDUCED_SPERM_MOTILITY AK7 ALG5 ALG9 ARL2BP ARMC2 BICC1 BRDT CATIP CATSPER1 CATSPER2 CCDC34 CCDC39 CEP112 CFAP251 CFAP298 CFAP410 CFAP43 CFAP47 CFAP58 CFAP69 CFAP91 CT55 DNAH1 DNAH10 DNAH17 DNAH2 DNAH7 DNAH8 DNAJB11 DNALI1 DNHD1 FSIP2 GANAB GBA2 HNF1B HYDIN IFT140 KCNU1 KLHL10 PDHA2 PKD1 PKD2 PMFBP1 RSPH4A RSPH9 SEPTIN12 SLC26A8 SPAG17 SPEF2 SSX1 STK36 STRC SUN5 TTC21A TTC29 USP26 ZMYND10 HP_REDUCED_SUBCUTANEOUS_ADIPOSE_TISSUE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_REDUCED_SUBCUTANEOUS_ADIPOSE_TISSUE AGPAT2 ATP6V1A ATP6V1E1 BSCL2 CAV1 ERCC6 ERCC8 FBN1 FH GNB2 H4C5 IGF1R INSR KCNJ6 KCNK9 LEMD2 LMNA NAA10 PLIN1 POLR3A PPARG PTF1A RBM28 SKI SLC25A24 SLC2A2 SOX18 TGFB1 TGFB3 TOP3A ZMPSTE24 HP_REDUCED_SYSTOLIC_FUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_REDUCED_SYSTOLIC_FUNCTION ABCC9 ALPK3 CACNA1S CASQ2 CSRP3 DES DSP GABRA3 JPH2 JUP KCNE3 KCNJ18 LIMS2 MYPN PLN RYR2 SCN4A SCN5A SGCD TKFC TPM2 TPM3 TRDN HP_REDUCED_TENDON_REFLEXES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_REDUCED_TENDON_REFLEXES AARS1 AARS2 ABCA1 ABHD12 ABHD5 ACADM ACAT1 ACD ACER3 ACO2 ACOX1 ACTA1 ACTL6B ADCY6 ADSS1 AGRN AGTPBP1 AIFM1 AK9 ALDH18A1 ALDH4A1 ALDH5A1 ALG1 ALG14 ALG2 ALG6 AMPD1 AMT ANXA11 AP3B2 APOB APTX AR ARHGEF2 ARL6IP1 ARSA ARSI ARV1 ASAH1 ASCC1 ATL3 ATM ATN1 ATP11A ATP1A1 ATP1A2 ATP1A3 ATP6AP2 ATP6V1A ATP6V1B2 ATP7A ATP9A ATXN1 ATXN10 ATXN2 ATXN3 B3GALNT2 B4GALNT1 B4GAT1 BAG3 BEAN1 BICD2 BIN1 BSND C19orf12 CACNA1A CACNA1B CACNA1S CACNA2D1 CADM3 CARS1 CARS2 CAV3 CCDC47 CD59 CDK19 CDK5 CELF2 CFL2 CHAT CHCHD10 CHRNA1 CHRNB1 CHRND CHRNE CLCNKA CLCNKB CLPB CLTC CNBP CNKSR2 CNTN1 CNTNAP1 CNTNAP2 COA7 COASY COG7 COL12A1 COL13A1 COL25A1 COL4A1 COLQ COX6A1 COX8A CPT1A CRPPA CRYAB CYFIP2 DAG1 DALRD3 DARS2 DBH DCAF8 DDB2 DEAF1 DES DGUOK DHDDS DHH DHTKD1 DHX16 DHX30 DKC1 DKK1 DMD DNAJB2 DNAJC3 DNAJC6 DNASE1L3 DNM1 DNM1L DNM2 DNMT1 DOCK3 DOK7 DPAGT1 DPM3 DPYD DST DUOX2 DUOXA2 DYNC1H1 DYSF EEF1A2 EGR2 ELOVL4 ELP1 EMC1 EMD ENTPD1 ERBB3 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ERGIC1 ERLIN1 EXOSC1 EXOSC3 EXOSC8 EXOSC9 EXTL3 FAM111B FASTKD2 FBLN5 FBN1 FBXO28 FBXO38 FDX2 FGD4 FGF12 FGF13 FHL1 FIG4 FKBP10 FKRP FKTN FLI1 FLII FLNC FLRT1 FLVCR1 FMR1 FUS FUZ FXN FXR1 FZR1 GAA GABBR2 GABRA2 GABRA3 GABRA5 GABRB2 GABRG2 GALC GAN GARS1 GBA1 GBE1 GBF1 GDAP1 GEMIN4 GEMIN5 GFER GFPT1 GIPC1 GJB1 GLDC GLE1 GMPPB GNAS GNB4 GNE GNPTAB GOSR2 GRIA3 GRIN2A GRIN2D GTF2E2 GTF2H5 HACD1 HADHA HADHB HARS1 HCN1 HDAC4 HESX1 HEXB HINT1 HK1 HMGCL HNRNPDL HNRNPK HRAS HSD17B4 HSPB1 HSPB3 HSPB8 HSPG2 IARS2 IBA57 IFRD1 IGHMBP2 IL6ST INF2 INPP5K IQSEC2 ISCU ITGA7 ITPR3 IYD JAG1 JPH1 KARS1 KBTBD13 KCNA2 KCNB1 KCND3 KCNJ18 KCNK9 KIAA0586 KIF1A KIF1B KLC2 KLHL41 KLHL9 KRAS KY LAMA2 LAMB2 LARGE1 LDB3 LGI3 LGI4 LHX3 LHX4 LIFR LITAF LMNA LMOD3 LPIN1 LRP12 LRP4 LRRK1 LRSAM1 LYST MAG MAGEL2 MAP3K20 MARS1 MCM3AP MDH2 MED25 MEGF10 MFN2 MGME1 MME MORC2 MPLKIP MPV17 MPZ MRE11 MSTO1 MT-ATP6 MT-ATP8 MT-CO1 MT-CO3 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TE MT-TK MT-TL1 MT-TT MT-TV MT-TW MTM1 MTMR14 MTPAP MTRFR MTTP MUSK MYF6 MYH14 MYH7 MYL1 MYL2 MYO1H MYO9A MYORG MYOT MYPN NAGLU NARS1 NARS2 NDE1 NDRG1 NDUFA1 NDUFA9 NDUFAF2 NDUFS4 NEB NECAP1 NEFH NEFL NFASC NGLY1 NOTCH2NLC NRAS NTRK2 NUS1 OBSCN OCRL OPA1 OPA3 ORAI1 PACS2 PARN PARS2 PAX7 PDHB PDK3 PDSS1 PDXK PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PGAP2 PGAP3 PGM3 PHYH PIEZO2 PIGB PIGG PIGL PIGN PIGO PIGV PIGW PIGY PIK3R5 PITX3 PLA2G6 PLEC PLEKHG4 PLEKHG5 PLOD1 PLP1 PMM2 PMP2 PMP22 PMPCA PNKP PNPLA2 PNPLA6 PNPT1 PODXL POLG POLG2 POLR3B POMGNT1 POMGNT2 POMK POMT1 POMT2 POU1F1 PPOX PPP1R21 PPP2R5D PPP3CA PRDM12 PRDM13 PRKCG PRNP PROP1 PRORP PRPS1 PRX PSAP PSMB8 PSMC1 PTF1A PTRH2 PYROXD1 QRICH1 RAB3GAP2 RAB7A RAI1 RAPSN REEP1 RETREG1 RFC1 RILPL1 RMND1 RMRP RNASEH1 RNF113A RNF170 RRM2B RTEL1 RUBCN RXYLT1 RYR1 SACS SAR1B SBF1 SBF2 SCN3A SCN4A SCN8A SCN9A SCO2 SCYL1 SCYL2 SELENON SEPTIN9 SETX SH3TC2 SHANK3 SIGMAR1 SIL1 SIM1 SLC12A6 SLC13A5 SLC18A3 SLC1A2 SLC1A3 SLC25A1 SLC25A19 SLC25A21 SLC25A4 SLC25A46 SLC35A1 SLC38A3 SLC52A2 SLC5A5 SLC5A6 SLC5A7 SLC9A1 SMN1 SMN2 SMPD1 SNAP25 SNAP29 SNIP1 SNRPN SNX14 SOX10 SPEG SPG11 SPTBN4 SPTLC1 SPTLC2 SQSTM1 ST3GAL5 STAC3 STIM1 STX16 SUCLA2 SUCLG1 SURF1 SYNE1 SYNE2 SYNGAP1 SYNJ1 SYT2 SZT2 TAF1 TAOK1 TARDBP TARS1 TBC1D23 TBC1D24 TBCD TBCK TBK1 TCAP TDP1 TECPR2 TERT TFG TG TIMM50 TINF2 TK2 TMCO1 TMEM240 TMEM43 TNNT1 TOR1A TPI1 TPM2 TPM3 TPO TRAK1 TRAPPC11 TRIM2 TRIM32 TRIM37 TRIM8 TRIP4 TRMT5 TRMU TRPV4 TSEN15 TSHB TSHR TSPYL1 TTN TTPA TTR TUBA8 TWNK TYMP UBA1 UBA5 UGDH VAMP1 VANGL1 VAPB VCP VPS13A VPS33A VRK1 VWA1 WARS1 WDR81 WNK1 WWOX XK XPA XPC XRCC1 YARS1 YWHAG ZC4H2 ZSWIM6 HP_REDUCED_VISUAL_ACUITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_REDUCED_VISUAL_ACUITY ABCA4 ABCC6 ABCD1 ACO2 ACTB ACVRL1 ADAMTS10 ADAMTSL4 ADNP AFF4 AFG3L2 AGBL1 AGBL5 AHI1 AHR AIP AIPL1 AIRE AKT1 ALDH3A2 ALG3 ALMS1 ANKRD55 AP1G1 AP1S2 AP3B1 AP4B1 AP4E1 AP4M1 AP4S1 APC ARHGEF18 ARHGEF2 ARL2 ARL2BP ARL3 ARL6 ARMC9 ARNT2 ARSA ASNS ASPA ASPH ATF6 ATIC ATOH7 ATP1A3 ATP5F1A ATP5F1D ATP5F1E ATP5MK ATPAF1 ATPAF2 ATRX ATXN7 B3GALNT2 B3GAT3 B4GAT1 BAP1 BBS1 BBS2 BBS5 BCOR BEST1 BLOC1S3 BLOC1S5 BMP4 BRAF BTNL2 C1QBP C1QTNF5 C4A CA4 CABP4 CACNA1F CACNA2D4 CAPN5 CBS CC2D2A CCDC28B CCR1 CD109 CD247 CDC42 CDC42BPB CDH23 CDH3 CDHR1 CEP164 CEP250 CEP290 CERKL CFAP410 CFAP418 CHN1 CHP1 CHRDL1 CHST3 CHST6 CLCC1 CLCN6 CLCN7 CLEC3B CLN3 CLRN1 CNGA1 CNGA3 CNGB1 CNGB3 COL11A1 COL25A1 COL2A1 COL4A1 COL8A2 COL9A1 COL9A2 COL9A3 COX7B CRB1 CREBBP CRLS1 CRX CRYAA CRYBB1 CRYGC CTC1 CTNNA1 CTNNB1 CTNS CYP4V2 DCT DHDDS DHX37 DHX38 DLD DNAJC30 DNM1L DNMBP DPP6 DRAM2 DTNBP1 DYRK1A EBP EIF2B1 ELN ELOVL1 ELOVL4 ELP4 ENG EPRS1 ERAP1 ERCC4 ERF EYS FAM161A FAS FBN1 FBN2 FDXR FGFR2 FGFR3 FKRP FKTN FLNA FLVCR1 FOXE3 FOXL2 FOXRED1 FRAS1 FREM2 FRMD7 FSCN2 FXN FZD4 GALC GATA1 GDF2 GDF6 GJB2 GLB1 GM2A GMPPB GNAQ GNAS GNAT1 GNAT2 GNB3 GP1BA GP1BB GPR143 GPR179 GRHL2 GRIP1 GRK1 GRM6 GUCA1A GUCA1B GUCY2D H1-4 H4C3 H4C9 HCCS HDAC4 HEXA HEXB HGSNAT HK1 HLA-B HLA-DRB1 HMX1 HPS1 HPS3 HPS4 HPS5 HPS6 HSD17B10 IDH3A IDH3B IFNGR1 IFT140 IFT172 IFT43 IFT88 IL10 IL12A IL12A-AS1 IL23R IL2RA IL2RB IMPDH1 IMPG1 IMPG2 INPP5E IQCB1 ITGA2 ITGA2B ITGB3 ITM2B KAT6A KCNJ13 KCNN2 KCNV2 KERA KIAA1549 KIDINS220 KIF11 KIF14 KIF1C KIF21A KIZ KLHL7 KLRC4 KMT2D KRT12 LAMA1 LAMB2 LARGE1 LCA5 LIM2 LMBRD2 LONP1 LRAT LRIT3 LRMDA LRP5 LRPAP1 LYST MAFB MAG MAK MAP3K7 MAPKAPK3 MARK3 MC1R MECR MED12 MED25 MEFV MEN1 MERTK MFRP MFSD8 MICU1 MIR184 MIR204 MLXIPL MMACHC MMP19 MT-ATP6 MT-ATP8 MT-ND1 MT-ND2 MT-ND3 MTFMT MTR MTRFR MTRR MTTP NAA10 NBAS NDE1 NDP NDUFA1 NDUFA11 NDUFA6 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB9 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NEK2 NF1 NF2 NFIX NHS NLRP3 NMNAT1 NOG NPHP4 NR2E3 NR2F1 NRL NSMCE2 NUBPL NYX OAT OCA2 OCRL OFD1 OGT OPA1 OPA3 OPN1LW OPN1MW OPN1SW OSTM1 OVOL2 P3H2 P4HTM PANK2 PANK4 PAX2 PAX6 PCARE PCYT1A PCYT2 PDE6A PDE6B PDE6C PDE6G PDE6H PDGFB PDHA1 PDXK PDZD8 PEX6 PEX7 PGK1 PHOX2A PI4KA PIGN PIK3CA PIK3R2 PITPNM3 PITX2 PITX3 PLA2G6 PLG PLOD1 PNPT1 POC1B POGZ POLG POLR3GL POMGNT1 POMK POMT1 POMT2 PORCN POU3F4 PPT1 PQBP1 PRCD PRDX1 PRIMPOL PROM1 PROS1 PRPF3 PRPF31 PRPF4 PRPF6 PRPF8 PRPH2 PRPS1 PRR12 PRSS56 PSAP PTPN2 PTPN22 PUF60 PXDN RAB28 RAC1 RAX2 RBP3 RBP4 RCBTB1 RD3 RDH12 REEP6 RFT1 RGR RGS9BP RHO RHOA RIC1 RIMS2 RLBP1 RNASEH1 RNU12 ROM1 RORA RP1 RP1L1 RP2 RP9 RPE65 RPGR RPGRIP1 RRAS2 RTN4IP1 SAG SALL2 SALL4 SARDH SCAPER SCN1A SCN8A SCYL1 SDCCAG8 SDHA SDHAF1 SDHB SDHD SELENOI SEMA4A SEPSECS SF3B2 SH3BP2 SLC1A3 SLC24A1 SLC24A5 SLC38A8 SLC39A14 SLC45A2 SLC4A11 SLC4A2 SLC7A14 SMAD4 SMARCB1 SMARCE1 SMCHD1 SMO SNRNP200 SOBP SPATA7 SREBF1 SSBP1 STAT4 STX3 SUFU TACSTD2 TANGO2 TASP1 TBC1D24 TBC1D2B TBX1 TCF4 TCIRG1 TENM3 TERT TFE3 TGFBI TIMM8A TIMMDC1 TIMP3 TLCD3B TLR4 TMEM126A TMEM126B TMEM138 TMEM216 TMEM231 TMEM237 TMEM67 TMEM98 TNFSF11 TOPORS TRAF7 TRIM44 TRIO TRPM1 TSEN15 TSEN2 TSEN34 TSEN54 TSPAN12 TTC8 TTLL5 TUB TUBA1A TUBA3D TUBB2B TUBB3 TUBB4B TUBGCP4 TULP1 TWIST1 TYR UBAC2 UCHL1 UFC1 UFM1 UNC119 UROD UROS USH2A USP45 VPS11 VPS13B VSX1 WAC WARS2 WASF1 WDR19 WDR26 WDR45 WFS1 XRCC4 XYLT1 XYLT2 YME1L1 ZEB1 ZFHX4 ZFYVE26 ZMIZ1 ZNF408 ZNF423 ZNF513 HP_REDUCED_VITAL_CAPACITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_REDUCED_VITAL_CAPACITY ACTA1 ACTN2 AGRN AK9 CHRNA1 CHRNB1 CHRND CHRNE COL13A1 CRPPA DOK7 KBTBD13 KLHL41 LRP4 MAP3K20 MUSK MYH7 MYOT MYPN NEB PYROXD1 RAPSN SBF2 SCN4A SELENON TPM2 TPM3 TTN VCP HP_REDUNDANT_NECK_SKIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_REDUNDANT_NECK_SKIN ALDH18A1 ATP6V0A2 ATP6V1A ATP6V1E1 B4GALT1 CDK13 CEP55 CSPP1 DLK1 EBP ELN FBLN5 FGFR2 FIG4 GATA1 HRAS KIAA0586 MEG3 MRPS16 MRPS22 NAA10 NDUFB10 OTUD5 PEX1 PRMT7 RTL1 SH3PXD2B TBX15 TRAF7 VAC14 WDR37 WDR81 HP_REDUNDANT_SKIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_REDUNDANT_SKIN ADAMTS2 AEBP1 ALDH18A1 ALG12 ANTXR1 ATP6V0A2 ATP6V1A ATP6V1E1 ATP7A B4GALT1 BAZ1B BCL7B BRAF BUD23 CD96 CDK13 CEP55 CHST14 CLIP2 COL3A1 CSPP1 DLK1 DNAJC30 DSE EBP EED EFEMP2 EIF4H ELN EXT1 EZH2 FBLN5 FGF20 FGFR2 FGFR3 FIG4 FKBP6 FOXC1 GATA1 GGCX GORAB GPX4 GTF2I GTF2IRD1 GTF2IRD2 H1-4 HPGD HRAS KIAA0586 KRAS LIMK1 LTBP1 LTBP4 MAP2K1 MAP2K2 MEG3 METTL27 MLXIPL MRPS16 MRPS22 NAA10 NCF1 NDUFB10 NDUFB11 NPR2 NSD1 OTUD5 PEX1 PITX2 PRMT7 PTDSS1 PYCR1 RAD21 RFC2 RIN2 RPS6KA3 RTL1 SH3PXD2B SLC25A24 SLC2A10 SLC6A8 STX1A SUZ12 TBL2 TBX15 TMEM270 TRAF7 TRPS1 TWIST2 VAC14 VPS37D WDR37 WDR81 HP_RED_GREEN_DYSCHROMATOPSIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RED_GREEN_DYSCHROMATOPSIA ACO2 C1QTNF5 FGF14 MFSD8 NR2E3 OPA1 OPA3 OPN1LW OPN1MW HP_RED_HAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RED_HAIR MC1R OCA2 PCSK1 PDE4D POMC PRKAR1A TYRP1 ZNF469 HP_REFLEX_SEIZURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_REFLEX_SEIZURE CACNB4 CHD2 CILK1 CLCN2 CPA6 EFHC1 GABRA1 GABRD GABRG2 JRK KCNQ3 KCTD7 PCDH19 SCN1A SCN1B SCN2A SCN9A SLC9A6 SYNGAP1 TUBA1A TUBB2B TUBB3 HP_REFRACTORY_ANEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_REFRACTORY_ANEMIA BMPR1A CP DDX41 GREM1 PTEN TBXAS1 HP_REGIONAL_ABNORMALITY_OF_SKIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_REGIONAL_ABNORMALITY_OF_SKIN AAAS AAGAB ABCA12 ABCC9 ACTC1 ACTN2 ACVRL1 ADAM17 ADAMTSL1 ADGRG6 ADNP AFF3 AIP AKT1 ALDH6A1 ALOX12B ALOXE3 ALPK3 ANAPC1 ANKRD1 ANKRD11 AP1B1 AP1S3 APC AQP5 ARID1B ARL3 ASXL1 ASXL2 ASXL3 ATN1 ATP2A2 ATP6V0A2 ATP6V1B2 ATR AUTS2 B3GLCT B4GALT7 BAG3 BAG5 BAZ1B BCL7B BCOR BHLHA9 BICD2 BLM BMP4 BMPR1B BRAF BRD4 BRF1 BUD23 C1R CAP2 CARD14 CAST CBL CCBE1 CCDC22 CCDC32 CCNQ CD28 CD4 CD96 CDC42BPB CDK10 CDK19 CDSN CEBPE CEP55 CEP57 CERS3 CFTR CHD1 CHD7 CHRNA1 CHRND CHRNG CHST14 CHST3 CHUK CIB1 CILK1 CKAP2L CLCN7 CLIP2 COG1 COG6 COL14A1 COL17A1 COL25A1 COL7A1 COX14 COX7B CPLX1 CREBBP CRYAB CSGALNACT1 CSNK2A1 CSRP3 CST6 CSTA CTBP1 CTC1 CTCF CTLA4 CTSB CTSC CYP27A1 CYP4F22 DDB2 DDX11 DEAF1 DES DHCR7 DHODH DHX30 DIS3L2 DKC1 DLK1 DLX4 DMD DNAJC30 DOCK6 DOK7 DOLK DPAGT1 DPH1 DPH2 DPYD DSC2 DSE DSG1 DSG2 DSP DST EFNB1 EHMT1 EIF4H ELN EMC1 ENPP1 EP300 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERGIC1 ESCO2 EXT1 EXTL3 EYA1 EZH2 FBXO28 FERMT1 FGD1 FGF9 FGFR2 FGFR3 FGFRL1 FHL2 FIG4 FKBP10 FKBP6 FKTN FLG FLNA FLVCR2 FOXP1 FOXP2 G6PC3 GATA1 GATAD1 GDF5 GJA1 GJA5 GJA8 GJB2 GJB3 GJB4 GJB6 GLE1 GLYCTK GMPPA GNB2 GPC6 GPKOW GPR101 GPR35 GRHL2 GRIN1 GSN GTF2I GTF2IRD1 GTF2IRD2 H3-3A H3-3B H4C5 H4C9 HAND2 HCCS HDAC4 HDAC8 HNRNPH2 HNRNPK HOXA13 HPGD HRAS HSPG2 IFNG IFT122 IFT43 IFT57 IGF1 IGF2 IL1R1 IL36RN IL6ST IRF6 IRX5 ITCH ITGA6 ITGB4 IVNS1ABP JARID2 JPH2 JUP KANK2 KANSL1 KAT6B KATNB1 KCNH1 KCNJ8 KCNK9 KCNMA1 KCNN3 KDF1 KDM4B KDM6A KDSR KIF14 KIF1A KIF21A KLHL24 KLLN KMT2A KMT2D KPTN KRAS KRT1 KRT10 KRT14 KRT16 KRT17 KRT2 KRT5 KRT6A KRT6B KRT6C KRT74 KRT83 KRT9 LAMA3 LAMA4 LAMB3 LAMC2 LBR LDB3 LDHA LETM1 LIFR LIG4 LIMK1 LMNA LMOD2 LMX1B LONP1 LORICRIN LRP4 LSS LTBP1 LTBP4 LZTR1 MAP1B MAP2K1 MAP2K2 MAP3K7 MBTPS2 MCOLN1 MCTP2 MED12 MED12L MED25 MEF2C MEG3 MEGF8 METTL27 MLXIPL MMP1 MMP14 MMP2 MRAS MSL3 MST1 MT-TS1 MTFMT MTOR MTX2 MUSK MYBPC3 MYH3 MYH6 MYH7 MYOD1 MYPN NAA10 NAA20 NALCN NBAS NCF1 NDE1 NDUFB11 NECTIN1 NECTIN4 NEXMIF NEXN NFIX NFKB2 NGLY1 NHP2 NIPAL4 NIPBL NLRP1 NOG NOP10 NPM1 NR2F1 NRAS NSD2 NSDHL NUP107 NUP188 NUP88 NXN OTUD5 PACS1 PAK3 PARN PAX1 PDGFRB PDHA1 PEPD PERP PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PGM2L1 PHGDH PIEZO2 PIGL PIGN PIGQ PIGS PIK3CA PITX1 PKDCC PKP1 PLAA PLEC PLN PLOD1 PLOD2 PLOD3 PNPLA1 PNPLA6 POFUT1 POGLUT1 POLRMT POMP PORCN POU1F1 PPCS PPP2CA PPP2R3C PPP3CA PRDM16 PRKD1 PRR12 PSEN1 PSEN2 PSENEN PTCH1 PTCH2 PTEN PTPN11 PTPRF PUF60 RAB11B RAB3GAP1 RAB3GAP2 RAD21 RAF1 RAPSN RASA2 RB1 RBM10 RBM20 RECQL4 RETREG1 RFC2 RHBDF2 RIN2 RIPK4 RIT1 RNU4ATAC ROR2 RPL10 RPL3L RPS23 RPS6KA3 RRAS RRAS2 RSPO1 RTEL1 RTL1 RUSC2 SALL4 SASH1 SCN5A SCN9A SCYL2 SDHA SDHB SDHC SDHD SDR9C7 SEC23B SEMA4D SEPSECS SERPINA12 SERPINB7 SET SETBP1 SGCD SHOC2 SLC18A3 SLC25A12 SLC25A24 SLC39A13 SLC39A4 SLCO2A1 SLURP1 SMAD2 SMARCA2 SMARCAD1 SMC1A SMC3 SMC5 SMOC1 SMPD4 SMS SNAP29 SOS1 SOS2 SOX18 SPECC1L SPRED2 SPRTN SPTBN1 SRD5A3 STAG1 STAT3 STING1 STS STX1A STXBP1 SUFU SULT2B1 TAF1A TAF6 TAFAZZIN TASP1 TAT TBL1XR1 TBL2 TBX4 TCAP TCF12 TCF4 TELO2 TERC TERT TFAP2A TGDS TGM1 TGM5 THOC2 TINF2 TMEM147 TMEM270 TMPO TNFRSF1B TNNC1 TNNI2 TNNI3 TNNT2 TNNT3 TOE1 TP63 TPM1 TPM2 TRAPPC11 TRIM37 TRIM8 TRIO TRPM4 TRPS1 TRPV3 TSC1 TSC2 TSEN15 TSEN2 TSEN34 TSEN54 TSHR TTN TUBA1A TWIST1 TWIST2 TXNRD2 TYMS UBE3B UBR1 UBR7 UFC1 USB1 USF3 VAC14 VCL VEZF1 VPS13B VPS33A VPS33B VPS37D VPS51 WAC WDR37 WNK1 WNT10A WRAP53 XPA XPC XYLT1 YY1 ZC4H2 ZMYM2 ZNF292 ZNF407 ZNF462 ZNF469 HP_RELATIVE_MACROCEPHALY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RELATIVE_MACROCEPHALY ACAN ACER3 APC APC2 BGN BRAF CCDC22 CDKN1C CEP120 CUL4B DHCR24 DLK1 DOCK3 DPH1 DPH2 FH GRB10 H19 HMGA2 IFT81 IGF2 IHH ITCH LAMA5 LBR LMNA LZTR1 MED12 MEG3 MITF MRAS NF1 NONO NXN OBSL1 PCGF2 PLAG1 POLE POLR3A POP1 PPP1CB PTDSS1 RIT1 RTL1 SATB2 SERPINH1 SHOC2 SNX14 SON SOX9 THRA TNFRSF11B TONSL TRIP11 USP7 USP9X VPS35L XYLT1 ZMPSTE24 HP_REMNANTS_OF_THE_HYALOID_VASCULAR_SYSTEM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_REMNANTS_OF_THE_HYALOID_VASCULAR_SYSTEM ATOH7 BCOR CRPPA FZD4 LAMB2 NDP NF2 PAX6 PRR12 SIX3 SMC5 ZSWIM6 HP_RENAL_AGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RENAL_AGENESIS ADA2 ALDH18A1 ALKBH8 ANKLE2 ANKRD17 ANOS1 APC2 ASPM ASXL2 ATN1 ATRX CCDC141 CCNQ CDC42 CDK5RAP2 CDK6 CDON CENPE CENPJ CEP135 CEP152 CEP63 CHD7 CIT COG6 COPB2 CPLANE1 CTU2 DCC DHCR24 DHCR7 DISP1 DLL1 DSTYK DUSP6 DYRK1A ELN ERCC6 ERCC8 EYA1 FAM149B1 FANCA FANCB FANCC FANCD2 FANCE FANCL FBLN5 FEZF1 FGF17 FGF20 FGF8 FGFR1 FGFR2 FLRT3 FOXH1 FREM1 FREM2 FUZ GAS1 GATA1 GATA3 GDF6 GFRA1 GLI2 GLI3 GNB2 GREB1L GRIP1 H4C9 HEATR3 HESX1 HNF1B HOXD13 HS2ST1 HS6ST1 IDH1 IL17RD INSL3 ITGA8 KCTD1 KIAA0753 KIF14 KIF7 KNL1 KNSTRN KYNU LMBRD1 LRP4 MBTPS2 MCM7 MCPH1 METTL5 MFSD2A MKS1 NADSYN1 NCAPD3 NDNF NODAL NSD1 NSDHL NUP37 OFD1 PBX1 PDE6D PHC1 PHGDH PIEZO2 PIK3C2A PIK3CD POR PPFIBP1 PPP2R1A PPP2R3C PRKAR1A PROK2 PROKR2 PTCH1 PTPN11 PUF60 PYCR2 RET ROBO1 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RTTN SALL4 SARS1 SASS6 SDCCAG8 SEMA3A SETD2 SF3B2 SF3B4 SH2B1 SHH SIX1 SIX3 SON SOX10 SPRY4 SRCAP STIL STS SUFU TACR3 TAF13 TBC1D24 TBX1 TBXT TCTN3 TDGF1 TFAP2A TGIF1 THOC6 TMCO1 TMEM216 TMEM67 TNXB TOPORS TP63 TRAPPC10 TRAPPC14 TRPV6 TSR2 TXNL4A VANGL1 WARS1 WBP11 WDR11 WDR62 WLS WNT3 WNT4 WNT9B XRCC4 ZIC2 ZIC3 ZMYM2 HP_RENAL_AMYLOIDOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RENAL_AMYLOIDOSIS B2M COL7A1 MEFV MMP1 NLRP3 SAA1 SLC7A7 HP_RENAL_ANGIOMYOLIPOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RENAL_ANGIOMYOLIPOMA CDKN1B IFNG MVK TSC1 TSC2 HP_RENAL_ATROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RENAL_ATROPHY ALG5 DCDC2 MAFB MUC1 PAX7 TMEM67 ZMIZ1 HP_RENAL_CELL_CARCINOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RENAL_CELL_CARCINOMA AAGAB AKT1 APC ARMC5 AURKA AXIN2 BAP1 BAX BRAF BUB1 BUB1B CCND1 CDC73 CHEK2 COL14A1 CTNNB1 DCC DICER1 DLC1 DLST EP300 FGFR3 FH FLCN FOXE1 GNAS HABP2 HNF1A HNF1B IFNG KEAP1 KIF1B KLLN LMNA MAX MCC MDH2 MET MINPP1 MLH3 NF1 NOD2 NRAS OGG1 PBRM1 PDGFRL PIK3CA PLA2G2A PRCC PTEN PTPN12 PTPRJ RAD54B RET RNF139 SDHA SDHAF2 SDHB SDHC SDHD SEC23B SLC25A11 SRC STK11 TFE3 TLR2 TMEM127 TP53 TSC1 TSC2 USF3 VHL HP_RENAL_CORTICAL_CYSTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RENAL_CORTICAL_CYSTS CD96 CDKN1C CEP290 CSPP1 ETFA ETFB ETFDH IGF2 INVS KCNQ1 KCNQ1OT1 KIAA0586 MPDU1 NEK8 PEX1 PEX2 PIGQ SKIC3 HP_RENAL_CORTICAL_MICROCYSTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RENAL_CORTICAL_MICROCYSTS INVS NEK8 PEX1 PEX2 SKIC3 HP_RENAL_CORTICOMEDULLARY_CYSTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RENAL_CORTICOMEDULLARY_CYSTS CRB2 DCDC2 MUC1 NPHP1 NPHP3 NPHP4 TMEM67 XPNPEP3 HP_RENAL_CYST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RENAL_CYST ABCC8 ACTG2 AKR1D1 AKT1 ALG5 ALG8 ALG9 AMER1 ANKS6 AP2S1 APPL1 ARL3 ARL6 ARL6IP6 ARVCF B3GLCT B4GAT1 B9D1 B9D2 BAZ1B BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCL7B BICC1 BLK BMPER BRD4 BUB1 BUB1B BUB3 BUD23 CASZ1 CC2D2A CCND1 CD96 CDC73 CDKN1C CEL CEP120 CEP19 CEP290 CEP55 CEP57 CFAP418 CHRM3 CLIP2 CLPB COL4A1 COMT CPT2 CRB2 CSPP1 CWC27 DACT1 DCDC2 DHCR7 DHX16 DNAJB11 DNAJC30 DYNC2H1 DYNC2I1 DYNC2I2 DYRK1A DZIP1L EIF4H ELN ESCO2 ETFA ETFB ETFDH EYA1 FAN1 FIBP FKBP6 FLCN FLI1 FLNB FRAS1 FREM2 GABRD GANAB GATA3 GCK GLI3 GLIS3 GNA11 GP1BB GPC3 GPC4 GREB1L GRIP1 GTF2I GTF2IRD1 GTF2IRD2 HDAC4 HDAC8 HIRA HNF1A HNF1B HNF4A HOXD13 HSD17B4 HSPG2 IFNG IFT140 IFT172 IFT27 IFT43 IFT74 IFT80 IGF2 INPP5E INS INVS JAG1 JAM3 JMJD1C KAT6B KCNAB2 KCNJ11 KCNQ1 KCNQ1OT1 KIAA0586 KLF11 LAMA3 LAMB3 LAMC2 LHX1 LIG1 LIMK1 LMOD1 LRP5 LUZP1 LZTFL1 MAPKBP1 MBTPS2 MCTP2 METTL27 MKKS MKS1 MLXIPL MMP23B MPDU1 MPI MSH3 MT-CYB MUC1 MYH11 MYLK NAA10 NCAPG2 NCF1 NEK1 NEK8 NEUROD1 NIPBL NOTCH2 NPHP1 NPHP3 NPHP4 NRIP1 NXN OCRL OFD1 PAX1 PAX2 PAX4 PBX1 PDPN PDX1 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PIEZO2 PIGN PIGQ PIGT PKD1 PKD2 PKHD1 PMM2 PORCN PRDM16 PRKCSH PRKCZ PTEN PUF60 RAD21 RAD51C RERE RFC2 RMND1 RNU4ATAC ROR2 RPGRIP1 RPGRIP1L RREB1 RSPO2 SALL1 SCAPER SCLT1 SDCCAG8 SEC24C SEC61A1 SEC63 SETBP1 SF3B2 SH2B1 SHANK3 SIX1 SIX5 SKI SKIC2 SKIC3 SMC1A SMC3 SNRPB SPEN SPOP SRCAP STK11 STX1A TBC1D24 TBL2 TBX1 TCTN1 TCTN2 TCTN3 TFAP2A TKT TMEM107 TMEM138 TMEM216 TMEM218 TMEM231 TMEM237 TMEM260 TMEM270 TMEM67 TRIM32 TRIP11 TRIP13 TRRAP TSC1 TSC2 TTC8 TULP3 TXNDC15 UBE4B UFD1 VHL VPS37D WDPCP WDR35 WNT3 XPNPEP3 ZEB2 ZNF148 ZNF423 HP_RENAL_DUPLICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RENAL_DUPLICATION B3GLCT BAZ1B BCL7B BUD23 CLIP2 COL18A1 DNAJC30 DVL1 EIF4H ELN FANCD2 FKBP6 FOXC2 GP1BA GP1BB GP9 GPC3 GPC4 GTF2I GTF2IRD1 GTF2IRD2 ITGA6 ITGB4 KANSL1 KCTD1 LIMK1 METTL27 MLXIPL NCF1 PLEC RFC2 ROR2 RPS26 SLC6A17 SPINT2 STX1A TBL2 TMEM270 VPS37D WNT5A ZEB2 HP_RENAL_DYSPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RENAL_DYSPLASIA AMMECR1 ARX BICC1 BNC2 CASK CDKL5 CEP55 COQ7 CPLANE1 CPT2 CSPP1 DMXL2 DYNC2H1 EYA1 FIBP FKRP FKTN GATA3 GLI3 GNAO1 GRB10 GREB1L GRIN1 GRM7 HNF1B IFT140 INTS1 ITGA6 ITGA8 ITGB4 JAG1 KCNA1 KIAA0586 LARGE1 MBTPS2 MYCN NEUROD2 NPHP3 PAX2 PBX1 PIEZO2 PIGN PIGP PIGQ PIGT PLEC PLVAP PNKP POMT1 POMT2 RMND1 SALL1 SCN1B SCN2A SDCCAG8 SHANK3 SIK1 SIX1 SIX5 SLC25A22 SLC32A1 SMO SON TBX1 TBX18 TP63 TRIM8 TTC8 USP9X WNT4 ZNF148 ZNF699 HP_RENAL_FANCONI_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RENAL_FANCONI_SYNDROME BCS1L CLCNKB COA8 CTNS FAH HNF1B HNF4A MT-TN MT-TS1 OCRL PIGA POLRMT RRM2B SLC12A3 SURF1 HP_RENAL_FIBROSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RENAL_FIBROSIS ACP5 ANTXR1 ARL3 BSND CLCN5 GBE1 MUC1 NDUFAF6 NPHP1 NPHP3 NPHP4 PKHD1 PTPRO REN SLC37A4 SLC7A7 HP_RENAL_HAMARTOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RENAL_HAMARTOMA CDC73 CDKN1B DIS3L2 IFNG MVK TSC1 TSC2 HP_RENAL_HYPOPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RENAL_HYPOPLASIA AFF3 ARID1B ARL6 ARVCF ATN1 ATP5F1A ATP5F1D ATP5F1E ATP5MK ATPAF1 ATPAF2 ATRX B3GLCT BAZ1B BCL7B BCOR BMP4 BUD23 C2CD3 CENPF CEP120 CEP55 CHD7 CLIP2 COMT COX14 DACT1 DCDC2 DCHS1 DHCR7 DLL4 DNAJC30 DSTYK DYNC2H1 DYNC2I1 DYNC2I2 EIF4H ELN ERCC6 ERCC8 FANCF FANCI FANCL FAT4 FBXW11 FGF10 FGFR2 FGFR3 FKBP6 FRAS1 FREM2 GEMIN4 GLI3 GP1BB GRIP1 GTF2I GTF2IRD1 GTF2IRD2 H4C3 H4C5 HAAO HIRA HMGA2 HNF1B HRAS HSPA9 IFT27 IFT80 INTU JAG1 JMJD1C KCNJ2 KCNJ5 KCTD1 KIF14 KYNU LEMD3 LIMK1 LRP4 MBTPS2 MCM5 MDM2 METTL27 MLXIPL MT-ATP6 MT-ATP8 MUC1 MYOD1 NAA10 NCAPG2 NCF1 NFIA NIPBL NODAL NOTCH2 NRIP1 NSD2 PAX2 PBX1 PDE6D PIEZO2 PIK3CA PLXNA1 PPP1R15B PQBP1 PRIM1 PRMT7 PUF60 RAD21 RARB REN RFC2 RFWD3 RMND1 RNU4ATAC ROBO2 RPS19 RREB1 SALL1 SALL4 SEC24C SKIC2 SKIC3 SLC30A9 STRA6 STX1A TBL2 TBX1 TBX18 TBX3 TMEM270 TMEM67 TRRAP TXNL4A UFD1 VPS37D WDR19 WDR35 WNT7B XRCC4 ZNF699 ZPR1 HP_RENAL_HYPOPLASIA_APLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RENAL_HYPOPLASIA_APLASIA ADA2 AFF3 ALDH18A1 ALKBH8 ANKLE2 ANKRD17 ANOS1 APC APC2 ARID1B ARL6 ARVCF ARX ASPM ASXL2 ATN1 ATP5F1A ATP5F1D ATP5F1E ATP5MK ATPAF1 ATPAF2 ATRX B3GLCT BAZ1B BCL7B BCOR BMP4 BRCA1 BRCA2 BRIP1 BUD23 C2CD3 CCDC141 CCNQ CD96 CDC42 CDK5RAP2 CDK6 CDON CENPE CENPF CENPJ CEP120 CEP135 CEP152 CEP55 CEP63 CHD7 CIT CLIP2 COG6 COMT COPB2 COX14 CPLANE1 CTU2 DACT1 DCC DCDC2 DCHS1 DEAF1 DHCR24 DHCR7 DISP1 DLL1 DLL4 DNAJC30 DSTYK DUSP6 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYRK1A EIF4H ELN ERCC4 ERCC6 ERCC8 EVC EVC2 EYA1 FAM149B1 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAT4 FBLN5 FBXW11 FEZF1 FGF10 FGF17 FGF20 FGF8 FGFR1 FGFR2 FGFR3 FKBP6 FLII FLRT3 FOXH1 FRAS1 FREM1 FREM2 FUZ GAS1 GATA1 GATA3 GDF3 GDF6 GEMIN4 GFRA1 GLI1 GLI2 GLI3 GNB2 GP1BB GPKOW GREB1L GRIP1 GTF2I GTF2IRD1 GTF2IRD2 H4C3 H4C5 H4C9 HAAO HEATR3 HESX1 HIRA HMGA2 HNF1B HOXD13 HRAS HS2ST1 HS6ST1 HSPA9 IDH1 IFT27 IFT80 IL17RD INSL3 INTU IQSEC2 ITGA8 JAG1 JMJD1C KCNJ2 KCNJ5 KCTD1 KDM6A KIAA0753 KIF14 KIF7 KMT2D KNL1 KNSTRN KYNU LEMD3 LHX1 LIMK1 LMBRD1 LRP4 MAD2L2 MBTPS2 MCM5 MCM7 MCPH1 MDM2 MEOX1 METTL27 METTL5 MFSD2A MKKS MKS1 MLXIPL MT-ATP6 MT-ATP8 MUC1 MYOD1 NAA10 NADSYN1 NCAPD3 NCAPG2 NCF1 NDNF NF1 NFIA NIPBL NODAL NOTCH2 NRIP1 NSD1 NSD2 NSDHL NUP37 OFD1 PALB2 PAX1 PAX2 PBX1 PDE6D PHC1 PHGDH PIEZO2 PIK3C2A PIK3CA PIK3CD PLXNA1 POR PORCN PPFIBP1 PPP1R15B PPP2R1A PPP2R3C PQBP1 PRIM1 PRKACA PRKACB PRKAR1A PRMT7 PROK2 PROKR2 PTCH1 PTPN11 PUF60 PYCR2 RAD21 RAD51 RAD51C RAI1 RARB REN RET RFC2 RFWD3 RIPK4 RMND1 RNU4ATAC ROBO1 ROBO2 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RREB1 RTTN SALL1 SALL4 SARS1 SASS6 SDCCAG8 SEC24C SEMA3A SETD2 SF3B2 SF3B4 SH2B1 SHH SIX1 SIX3 SIX5 SKIC2 SKIC3 SLC30A9 SLX4 SON SOX10 SPRY4 SRCAP STIL STRA6 STS STX1A SUFU TACR3 TAF13 TBC1D24 TBL2 TBX1 TBX18 TBX3 TBXT TCTN3 TDGF1 TFAP2A TGIF1 THOC6 TMCO1 TMEM216 TMEM270 TMEM67 TNXB TOPORS TP63 TRAPPC10 TRAPPC14 TRPV6 TRRAP TSR2 TXNL4A UBE2T UFD1 VANGL1 VPS37D WARS1 WBP11 WDR11 WDR19 WDR35 WDR62 WLS WNT3 WNT4 WNT7B WNT9B XRCC2 XRCC4 ZIC2 ZIC3 ZMYM2 ZNF699 ZPR1 HP_RENAL_INSUFFICIENCY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RENAL_INSUFFICIENCY ABCA12 ACP5 ACSL4 ACTN4 AGXT AHI1 ALDH4A1 ALDOA ALDOB ALG1 ALG5 ALG9 ALMS1 ALOX12B ALOXE3 AMMECR1 AMN ANKFY1 ANKS6 ANLN AP1S3 AP2S1 APC2 APOE APOL1 APRT AQP2 ARHGAP24 ARHGDIA ASPRV1 AVIL AVPR2 B2M BAZ1B BBIP1 BBS10 BBS9 BCL7B BICC1 BNC2 BRCA1 BRCA2 BRD4 BRIP1 BSND BTNL2 BUD23 C3 C4A CACNA1S CASP10 CAV1 CC2D2A CCN2 CCND1 CCNQ CCR1 CCR6 CD151 CD2AP CD46 CD81 CDC73 CEP120 CEP164 CEP290 CEP83 CFB CFH CFHR1 CFHR3 CFHR5 CFI CHD4 CHRM3 CHRNA3 CLCN5 CLCNKA CLCNKB CLDN10 CLDN16 CLDN19 CLIP2 CLPB COG1 COL4A1 COL4A3 COL4A4 COL4A5 COL4A6 COL7A1 COQ6 COQ8B CORIN CPT2 CRB2 CSPP1 CTLA4 CTNS CUBN CYP4F22 DAAM2 DACT1 DCDC2 DGKE DHDDS DNAJB11 DNAJC30 DNASE1L3 DSTYK DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DZIP1L EHHADH EHMT1 EIF2AK3 EIF4H ELN ELP1 EMP2 ERAP1 ERCC4 ERCC6 ERCC8 EYA1 FAH FAM20A FAN1 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAS FASLG FKBP6 FLT1 FN1 FUZ FXYD2 GANAB GAPVD1 GATA3 GATM GCDH GCM2 GLA GLIS2 GON7 GPR35 GRHPR GSN GTF2I GTF2IRD1 GTF2IRD2 HBB HDAC8 HELLPAR HLA-B HLA-DPA1 HLA-DPB1 HLA-DRB1 HMBS HNF1B HNRNPK HOXA13 HPRT1 HPS1 HPSE2 HRAS HSD11B2 IFNG IFNGR1 IFT122 IFT140 IFT172 IFT27 IFT43 IFT80 IKZF1 IL10 IL12A IL12A-AS1 IL23R IL36RN INF2 INPP5E INVS IQCB1 IRAK1 IRF5 ITGA3 JAG1 KARS1 KCNE5 KCTD1 KIAA0586 KIAA0753 KLRC4 KYNU LAGE3 LAMA5 LAMB2 LCAT LDHA LHX1 LIMK1 LIPN LMX1B LPIN1 LRIG2 LZTFL1 MAD2L2 MAFB MAGI2 MAPKBP1 MDM2 MED12 MEFV MEN1 METTL27 MLXIPL MMACHC MME MMP1 MMUT MOCOS MST1 MT-CO1 MT-CO3 MT-TE MT-TK MT-TL1 MT-TT MUC1 MYCN MYD88 MYH9 MYO1E MYOCD NCF1 NDUFAF6 NEK8 NFS1 NIPAL4 NIPBL NLRP3 NOD2 NOS1AP NOTCH2 NPHP1 NPHP3 NPHP4 NPHS1 NPHS2 NSD1 NTRK1 NUP107 NUP133 NUP160 NUP205 NUP37 NUP85 NUP93 OBSCN OCLN OCRL OFD1 OSGEP P4HA2 PALB2 PAX2 PAX6 PBX1 PEX7 PGAM2 PGK1 PHYH PIGA PKD1 PKD2 PKDCC PKHD1 PLCE1 PNPLA6 POLRMT PPOX PRDX1 PRKCD PRPS1 PRTN3 PTPN22 PTPRO PUS3 PYGM RAD21 RAD51 RAD51C RASGRP1 REN RFC2 RFWD3 RMND1 RNU7-1 ROBO1 RPGRIP1L RRM2B RYR1 SAA1 SALL1 SARS2 SAT1 SCARB2 SCNN1A SCNN1B SCNN1G SDCCAG8 SDR9C7 SEC61A1 SEMA4D SETD2 SGPL1 SH2B1 SHPK SIX1 SIX5 SLC22A12 SLC26A1 SLC2A9 SLC30A9 SLC34A1 SLC37A4 SLC3A1 SLC41A1 SLC4A2 SLC5A1 SLC7A7 SLC7A9 SLX4 SMARCAL1 SMC1A SMC3 SOX18 SPP1 SPRY2 SRCAP STAT2 STAT4 STOX1 STS STX1A SULT2B1 TBC1D8B TBL2 TBX1 TBX18 TCF4 TCN2 TGM1 THBD TLR4 TMEM126B TMEM138 TMEM216 TMEM231 TMEM237 TMEM260 TMEM270 TMEM67 TP53RK TPRKB TRAF3IP1 TRPC6 TSC1 TSC2 TTC21B TTC26 UBAC2 UBE2T UMOD VANGL1 VPS37D WDR19 WDR35 WDR73 WT1 XPNPEP3 XRCC2 YRDC ZMPSTE24 ZNF423 ZNF592 ZNF699 ZNFX1 HP_RENAL_INTERSTITIAL_FIBROSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RENAL_INTERSTITIAL_FIBROSIS ALG5 DCDC2 FAN1 RPGRIP1L TULP3 WDR19 HP_RENAL_MAGNESIUM_WASTING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RENAL_MAGNESIUM_WASTING ATP1A1 CLDN16 CLDN19 FXYD2 IFT122 KCNJ10 SLC12A3 HP_RENAL_MALROTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RENAL_MALROTATION EYA1 FIBP PAX2 RBM8A SALL4 SIX1 SOX11 STRA6 HP_RENAL_PHOSPHATE_WASTING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RENAL_PHOSPHATE_WASTING CLCN5 CTNS DMP1 EHHADH ENPP1 FGF23 GATM GNAS INPPL1 NDUFAF6 NHERF1 PHEX SLC34A1 SLC34A3 HP_RENAL_POTASSIUM_WASTING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RENAL_POTASSIUM_WASTING ATP1A1 CLCNKB KCNJ1 KCNJ10 SLC12A1 SLC12A3 HP_RENAL_SALT_WASTING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RENAL_SALT_WASTING BSND CLCNKA CLCNKB CYP11A1 CYP11B1 CYP11B2 CYP21A2 HSD3B2 KCNJ1 KCNJ10 KCNJ16 MC2R MRAP MUC1 NNT NR0B1 SARS2 SCNN1A SLC12A1 STAR TXNRD2 HP_RENAL_SODIUM_WASTING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RENAL_SODIUM_WASTING CYP11B2 EHHADH GATM HSD11B2 KCNJ10 NDUFAF6 SLC34A1 HP_RENAL_STEATOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RENAL_STEATOSIS ABCG5 ABCG8 APOB APOE EYA1 LDLR LDLRAP1 PCK1 PCK2 PCSK9 SIX1 HP_RENAL_TUBULAR_ACIDOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RENAL_TUBULAR_ACIDOSIS ALDOB ATP6V0A4 ATP6V1B1 BCS1L CA2 CAD CLCNKB CLDN16 COA8 CPT1A CTNS EHHADH EPG5 FAH FBXL4 GATA3 GATM HNF1B HNF4A JAG1 KYNU MT-TL1 MT-TN MT-TS1 NADK2 NDUFAF6 NOTCH2 OCRL PC PHKA2 PHKB PHKG2 PIGA POLRMT RMND1 RRM2B SLC12A3 SLC2A2 SLC34A1 SLC4A1 SLC4A4 SURF1 TAOK1 UQCC2 VIPAS39 VPS33B HP_RENAL_TUBULAR_DYSFUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RENAL_TUBULAR_DYSFUNCTION ABCC8 ALDOB ATP6V0A4 ATP6V1B1 ATP7B BCS1L BSND CA2 CAD CEP290 CLCN5 CLCNKA CLCNKB CLDN16 CNNM2 COA8 COG6 CPT1A CTNS EHHADH EPG5 ETFA ETFB ETFDH FAH FAM20A FBXL4 FOXRED1 GALNT3 GATA3 GATM GCK GNAS HBB HNF1B HNF4A INS JAG1 KCNJ11 KCNJ2 KCNJ5 KYNU LRP2 MMUT MPI MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TN MT-TQ MT-TS1 MT-TS2 MT-TW NADK2 NDUFA1 NDUFA11 NDUFA6 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF6 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB9 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NOTCH2 NPHP1 NUBPL OCRL PC PDX1 PEX19 PHEX PHKA2 PHKB PHKG2 PIGA PMM2 POLRMT RMND1 RRM2B SLC12A3 SLC2A2 SLC34A1 SLC34A3 SLC4A1 SLC4A4 SLC5A2 STAT3 SURF1 TAOK1 TIMMDC1 TMEM126B TRMT5 UQCC2 VIPAS39 VPS33B HP_RENAL_TUBULAR_EPITHELIAL_NECROSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RENAL_TUBULAR_EPITHELIAL_NECROSIS CPT2 LAMA3 LAMB3 LAMC2 SLC22A12 HP_RENOVASCULAR_HYPERTENSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RENOVASCULAR_HYPERTENSION ABCC6 BAZ1B BCL7B BUD23 CLIP2 COL3A1 DNAJC30 EIF4H ELN FIG4 FKBP6 GTF2I GTF2IRD1 GTF2IRD2 LIMK1 METTL27 MLXIPL NCF1 NF1 RFC2 STAT1 STX1A TBL2 TMEM270 TOM1 VAC14 VPS37D XYLT1 XYLT2 YY1AP1 HP_REPETITIVE_COMPULSIVE_BEHAVIOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_REPETITIVE_COMPULSIVE_BEHAVIOR AUTS2 DNAJC19 FOXP1 GRN IFNG MECP2 NR2F1 SPTBN1 SYT1 TRANK1 TSC1 TSC2 WDR26 HP_RESPIRATORY_ALKALOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RESPIRATORY_ALKALOSIS ASL ASS1 CA5A CPS1 OTC SLC25A15 HP_RESPIRATORY_ARREST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RESPIRATORY_ARREST ACADVL ADGRG6 AFF3 AGRN CHAT COL13A1 COL2A1 CPT2 DCTN1 DDC GET3 GPX4 HTRA2 KIT LAMP2 MTFMT MYL2 MYO9A SLC18A3 SLC25A1 SLC25A20 SLC2A10 SLC5A7 SLC6A5 SNAP25 SYT2 TSPYL1 TXNDC15 VAMP1 HP_RESPIRATORY_DISTRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RESPIRATORY_DISTRESS ABCA3 ABCC6 ACADS ACADVL ACTA1 ADAMTS13 ADCY6 ADNP AGRN AIFM1 ALG12 ALMS1 ASAH1 ATP1A2 ATP1A3 ATP5F1A ATP5F1D ATP5F1E ATP5MK ATP6V1B2 ATPAF1 ATPAF2 B3GALT6 BAP1 BMPER BOLA3 BTD CACNA1A CDC45 CDC6 CDT1 CHAT CHRNE CLCNKB CLPB CNTNAP1 COL13A1 COL25A1 COL2A1 COLQ COQ7 COX7B CREBBP CSF2RA CSF2RB DHX16 DISC1 DMPK DNAAF3 DNAJC21 DPM1 DPM2 DYNC2LI1 EDA EDN1 EFTUD2 ENPP1 EOMES EP300 EPHB4 ERF ERGIC1 ETFA ETFB ETFDH FAM20C FBP1 FGFR1 FGFR2 FGFR3 FOXF1 FOXP3 GAA GALC GATA6 GBA1 GMNN GNAI3 GOSR2 HCCS HLCS IDH1 IFIH1 IFNG IFT52 IFT81 IL1RN IL6ST ITGA3 KAT6A KATNB1 KCNA1 KLHL7 KRT16 KRT17 KRT6A KRT6B LAMA3 LAMB2 LAMB3 LAMC2 LGI4 LIFR LMNA LONP1 LRP12 LYRM4 MAPT MEGF10 MGAT2 MMAA MMAB MMACHC MMUT MOGS MPC1 MPV17 MT-ATP6 MT-ATP8 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TE MT-TK MT-TL1 MT-TN MT-TS1 MT-TV MT-TW MTM1 MYBPC3 MYO9A NAGS NDE1 NDUFA8 NDUFB11 NEMF NGLY1 NKX2-1 NUP214 ORC1 ORC4 ORC6 OTX2 PLCB4 PMM2 POMT1 PPP1R21 PRKAG2 PRRX1 PSAP PUF60 PURA REEP1 RELN RNF13 RPS26 RPS28 RRM2B RUNX2 SBDS SCN4A SCO2 SCYL2 SDCCAG8 SDHA SERPING1 SERPINH1 SETBP1 SFTPB SFTPC SIK1 SLC12A3 SLC18A3 SLC1A3 SLC22A5 SLC25A1 SLC25A3 SLC2A10 SLC31A1 SLC35A1 SLC52A3 SLC5A7 SNAP25 SNRPN SOX9 SRP54 SSR4 STAT5B STT3B SUCLG1 SURF1 SYT2 TBC1D24 TFAM TK2 TP73 TPI1 TRAK1 TRIP11 TRMT10C TRMU TRPV6 TSC1 TSC2 TUBB4A UBA1 UBE3B USP9X VAMP1 VPS33A WDR45B XPNPEP2 YARS2 ZFPM2 ZIC3 HP_RESPIRATORY_FAILURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RESPIRATORY_FAILURE ABCA3 ACTA1 ACVR1 AGRN AGTPBP1 AHCY AK9 ALG1 AMT ANG ANXA11 ASAH1 ASCC1 ATAD1 ATXN1 ATXN2 BCHE BICD2 BLM BOLA3 BSCL2 CCDC103 CCDC39 CCDC40 CCDC65 CCNF CCNO CDC45 CDC6 CDT1 CFAP221 CFAP298 CFAP300 CFAP410 CFAP74 CHCHD10 CHMP2B CHRNA1 CHRNB1 CHRND CHRNE CLPB CNTNAP1 COL12A1 COL13A1 COL6A1 COL6A2 COL6A3 COX7B CPT2 CRYAB CSPP1 CTSD DAG1 DAO DCTN1 DLK1 DMD DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAJB4 DNAL1 DOK7 DRC1 DSP DTYMK DZIP1L ECHS1 EPHA4 ERBB3 ERBB4 EXOSC3 EXOSC8 EXOSC9 FAM20C FARSB FGFR3 FHL1 FIG4 FKRP FLNA FOXJ1 FREM2 FUS GAA GALC GAS2L2 GAS8 GATA2 GFRA1 GLE1 GLS GLT8D1 GMNN GMPPB GOSR2 GTPBP3 HACD1 HADHA HADHB HCCS HCK HNRNPA1 HRAS HTRA2 HYDIN IBA57 IFIH1 IFNG IFT81 IGHMBP2 INVS ITGA7 JUP KARS1 KLHL40 KLHL41 LAMA2 LAMA3 LAMB3 LAMC2 LARGE1 LBX1 LMOD3 LRP4 LRPPRC LRRC56 LTBP3 LYRM7 MAP3K20 MATR3 MCIDAS MCM4 MED11 MEG3 MEGF10 MGME1 MICOS13 MT-TN MT-TS1 MTTP MUSK MYL1 MYL2 MYOT NAXE NBN NDUFAF2 NDUFAF3 NDUFB11 NDUFB8 NDUFS4 NEB NEFH NEK1 NEK10 NFS1 NFU1 NHLRC2 NKX2-1 NME5 NME8 NPC2 NUP188 NUTM2B-AS1 ODAD1 ODAD2 ODAD3 ODAD4 OFD1 OPTN ORC1 ORC4 ORC6 OSTM1 PDHA1 PEX6 PFN1 PIGA PKHD1 PLP1 POMT1 POMT2 PON1 PON2 PON3 PPARGC1A PRPH PSAP PTCD3 RAPSN RMND1 RNF168 RNU4ATAC RPGR RSPH1 RSPH3 RSPH4A RSPH9 RTL1 RYR1 SARS2 SCN4A SELENON SFTPB SFTPC SLC25A26 SLC25A46 SLC2A10 SLC34A2 SLC6A9 SMAD4 SMN1 SOD1 SON SPAG1 SPEF2 SQSTM1 STK36 SUCLG1 SURF1 TAF15 TARDBP TBCD TBK1 TFG TK2 TMEM70 TPI1 TPM2 TPM3 TREM2 TRPV4 TSC1 TSC2 TSEN54 TSFM TTC12 TTN TUFM UBE3B UBQLN2 UNC13A VAPB VCP VRK1 ZMYND10 HP_RESPIRATORY_FAILURE_REQUIRING_ASSISTED_VENTILATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RESPIRATORY_FAILURE_REQUIRING_ASSISTED_VENTILATION ACTA1 AHDC1 ALAD ARSL BCHE CSF2RA CSF2RB DPYD GAA GNPTAB HPDL IGHMBP2 MT-TE MTM1 MYH11 NDUFAF8 POLR1B PRIM1 PRPS1 SLC25A46 SLC52A3 SMPD1 TBCD TBK1 TFG TICAM1 TK2 TLR3 TRAF3 TRMU TSEN54 UNC93B1 USP18 HP_RESPIRATORY_INSUFFICIENCY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RESPIRATORY_INSUFFICIENCY AAAS ABCA12 ABCA3 ABCB11 ABCB4 ACADVL ACE ACOX1 ACTA1 ACTN2 ACVR1 ADAMTS3 ADGRG6 ADPRS AFF3 AGGF1 AGK AGRN AGT AGTPBP1 AGTR1 AHCY AHDC1 AIFM1 AK9 ALAD ALDH1A2 ALDH7A1 ALG1 ALG14 AMT ANG ANXA11 ARSL ASAH1 ASCC1 ASNS ASXL1 ATAD1 ATP8B1 ATXN1 ATXN2 B3GALT6 BAG3 BCHE BDNF BICD2 BIN1 BLM BMPER BOLA3 BSCL2 CANT1 CCBE1 CCDC103 CCDC174 CCDC39 CCDC40 CCDC65 CCNF CCNO CDC45 CDC6 CDT1 CEP120 CFAP221 CFAP298 CFAP300 CFAP410 CFAP74 CFL2 CHAT CHCHD10 CHD7 CHMP2B CHRNA1 CHRNB1 CHRND CHRNE CHRNG CISD2 CLCF1 CLCN6 CLPB CNTN1 CNTNAP1 COA8 COG7 COL11A1 COL11A2 COL12A1 COL13A1 COL1A1 COL1A2 COL25A1 COL2A1 COL3A1 COL6A1 COL6A2 COL6A3 COLQ COQ4 COQ9 COX14 COX6A2 COX7B CPOX CPS1 CPT2 CRLF1 CRYAB CSF2RA CSF2RB CSGALNACT1 CSPP1 CTLA4 CTSD CUL7 CYP27A1 DAG1 DAO DCTN1 DDC DDX3X DES DLK1 DLL3 DMD DMPK DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAJB4 DNAJC21 DNAL1 DNM1L DNM2 DOK7 DPAGT1 DPM2 DPYD DRC1 DSP DST DTYMK DYM DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYSF DZIP1L ECHS1 EDN3 EFEMP2 EGR2 EMD ENPP1 EPHA4 ERBB3 ERBB4 ERF ERGIC1 EXOSC3 EXOSC8 EXOSC9 FAM20C FARSB FAT4 FBLN5 FBN1 FCSK FGFR1 FGFR2 FGFR3 FHL1 FIG4 FKBP10 FKRP FKTN FLAD1 FLNA FLNB FLNC FOXF1 FOXI1 FOXJ1 FOXRED1 FREM2 FUS G6PC3 GAA GALC GALK1 GARS1 GAS2L2 GAS8 GATA2 GDNF GET3 GFPT1 GFRA1 GGPS1 GIPC1 GLA GLE1 GLI3 GLS GLT8D1 GLUL GLYCTK GMNN GMPPA GMPPB GNB2 GNPTAB GOSR2 GPC3 GPC4 GPX4 GRM7 GSC GTPBP3 HACD1 HADHA HADHB HCCS HCK HES7 HIBCH HLA-B HLA-DPA1 HLA-DPB1 HMBS HNRNPA1 HPDL HRAS HSD3B2 HSPG2 HTRA2 HYDIN HYMAI IBA57 IFIH1 IFNG IFT140 IFT172 IFT80 IFT81 IGHMBP2 INPP5K INPPL1 INVS IRF4 ITGA3 ITGA7 JAK2 JUP KARS1 KAT6A KBTBD13 KCNJ10 KCNJ6 KIAA0753 KIF21A KIF22 KIT KLHL40 KLHL41 KNSTRN LAMA2 LAMA3 LAMB2 LAMB3 LAMC2 LAMP2 LARGE1 LARS2 LBR LBX1 LFNG LIAS LIFR LIG4 LIPT2 LMNA LMOD3 LONP1 LRP12 LRP4 LRP5 LRPPRC LRRC56 LTBP1 LTBP3 LTBP4 LYRM7 MADD MAMLD1 MAP3K20 MARS1 MATR3 MB MCCC1 MCCC2 MCIDAS MCM4 MDFIC MECP2 MED11 MED12 MEG3 MEGF10 MESP2 MFN2 MGME1 MICOS13 MLYCD MORC2 MPL MPZ MRPS14 MT-ND1 MT-ND2 MT-ND3 MT-TE MT-TL1 MT-TL2 MT-TN MT-TS1 MT-TT MTFMT MTM1 MTMR14 MTTP MUSK MYBPC1 MYD88 MYF6 MYH11 MYH3 MYH7 MYL1 MYL2 MYMK MYO1H MYO9A MYOD1 MYOT MYPN NALCN NAXE NBN NDUFA1 NDUFA10 NDUFA11 NDUFA6 NDUFA9 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB8 NDUFB9 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NEB NEFH NEK1 NEK10 NFASC NFS1 NFU1 NHLRC2 NKX2-1 NME5 NME8 NOTCH2NLC NPC2 NPHS1 NR1H4 NSF NSUN2 NUBPL NUP188 NUP214 NUP88 NUTM2B-AS1 OAS1 OCRL ODAD1 ODAD2 ODAD3 ODAD4 OFD1 OPTN ORAI1 ORC1 ORC4 ORC6 OSTM1 PAX2 PAX7 PBX1 PDHA1 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PFN1 PHOX2B PHYH PIEZO2 PIGA PIK3CD PIP5K1C PKHD1 PLAA PLAGL1 PLCB3 PLEC PLEKHG5 PLOD1 PLOD2 PLP1 PLPBP PMP22 POGLUT1 POLG POLG2 POLR1B POLR1C POLR1D POMK POMT1 POMT2 PON1 PON2 PON3 PPARGC1A PRDM13 PRIM1 PRKCSH PRPH PRPS1 PRTN3 PRUNE1 PSAP PTCD3 PTPN22 PURA RALGAPA1 RAPSN REN RFT1 RILPL1 RIPPLY2 RMND1 RMRP RNASEH1 RNASEH2A RNF168 RNU4ATAC RPGR RRM2B RSPH1 RSPH3 RSPH4A RSPH9 RTL1 RUNX2 RYR1 SARS2 SBDS SBF2 SCN4A SCYL2 SEC63 SELENON SEMA3E SEPTIN9 SF3B4 SFTPB SFTPC SH3TC2 SHPK SLC18A3 SLC19A3 SLC25A1 SLC25A20 SLC25A24 SLC25A26 SLC25A3 SLC25A4 SLC25A46 SLC26A2 SLC26A4 SLC27A4 SLC2A10 SLC30A9 SLC34A2 SLC52A2 SLC52A3 SLC5A7 SLC6A5 SLC6A9 SLC7A7 SMAD4 SMN1 SMPD1 SMPD4 SMPX SNAP25 SNRPB SOD1 SON SOX9 SPAG1 SPEF2 SPEG SPG11 SPOP SPTLC1 SQSTM1 SRP54 STAC3 STAT2 STIM1 STK36 STRA6 SUCLA2 SUCLG1 SURF1 SYNE1 SYNE2 SYT2 TAF15 TARDBP TBCD TBCK TBK1 TCOF1 TET2 TFG TICAM1 TIMMDC1 TK2 TLR3 TMEM126B TMEM231 TMEM43 TMEM70 TNNT1 TNPO3 TOR1A TPI1 TPM2 TPM3 TRAF3 TRAF7 TRAPPC11 TREM2 TRIM2 TRIP4 TRMU TRPV4 TSC1 TSC2 TSEN54 TSFM TSPYL1 TTC12 TTC21B TTN TUBA1A TUFM TWNK TXNDC15 UBA1 UBE3B UBQLN2 UFM1 UNC13A UNC93B1 USP18 VAMP1 VAPB VARS2 VCP VMA21 VRK1 WDR19 WDR35 WFS1 WT1 XYLT1 YARS2 ZC4H2 ZMYND10 ZNF148 HP_RESPIRATORY_INSUFFICIENCY_DUE_TO_DEFECTIVE_CILIARY_CLEARANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RESPIRATORY_INSUFFICIENCY_DUE_TO_DEFECTIVE_CILIARY_CLEARANCE CCDC65 CFAP298 DNAAF11 DNAAF5 HYDIN ODAD1 ODAD2 ODAD3 SPAG1 ZMYND10 HP_RESPIRATORY_PARALYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RESPIRATORY_PARALYSIS ALAD CACNA1S CPOX GABRA3 HMBS KCNE3 KCNJ18 PPOX SCN4A HP_RESPIRATORY_TRACT_INFECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RESPIRATORY_TRACT_INFECTION AARS1 AASS ABCA12 ABCA3 ACADVL ACP5 ACTA1 ACTC1 ACTN4 ADA ADA2 ADAMTS3 ADNP AFF4 AGA AGR2 AGRN AICDA AK2 ALB ALDH18A1 ALG12 ALMS1 ALOX12B ALOXE3 ALPL ANKFY1 ANLN AP3B1 AP3D1 APOL1 ARHGAP24 ARHGDIA ARHGEF1 ARID1A ARID1B ARID2 ARPC1B ARSB ARSL ASAH1 ASPRV1 ASXL1 ATM ATP6V0A1 ATP6V0A2 ATP6V1B2 B2M B3GALT6 BACH2 BAZ1B BCL10 BCL7B BCR BIRC3 BLM BLNK BTK BUD23 C1QB C3 C4B CACNA1B CACNA1C CARD10 CARD11 CARMIL2 CARS1 CASP8 CAVIN1 CCBE1 CCDC103 CCDC22 CCDC39 CCDC40 CCDC65 CCNO CD19 CD247 CD27 CD2AP CD3D CD3E CD3G CD4 CD40LG CD55 CD79A CD79B CD81 CD8A CDCA7 CDON CEACAM3 CEACAM6 CFAP221 CFAP298 CFAP300 CFAP410 CFAP74 CFB CFI CFTR CHAMP1 CHAT CHD7 CHRM3 CIITA CITED2 CLCA4 CLCN7 CLEC7A CLIP2 CLPB COG4 COG6 COL11A2 COL13A1 COL4A3 COL4A5 COL4A6 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 COLQ COQ8B CORO1A CPLX1 CR2 CRB2 CREBBP CRKL CRLF1 CSF2RA CSF2RB CSPP1 CTBP1 CTC1 CTCF CTLA4 CTNNBL1 CTPS1 CTSC CXCR4 CYBA CYBB CYBC1 CYP4F22 DAAM2 DCLRE1C DCTN4 DDR2 DDX59 DIP2B DISP1 DKC1 DLL1 DLL3 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH7 DNAH9 DNAI1 DNAI2 DNAJB13 DNAJC21 DNAJC30 DNAL1 DNMT3B DOCK2 DOCK8 DPF2 DPM2 DPP9 DPYSL5 DRC1 DSG1 DYM DYNC2I2 DZIP1L ECM1 EDA EDARADD EDNRA EFEMP2 EFL1 EGFR EHMT1 EIF4H ELANE ELF4 ELN ELP1 EMP2 EP300 EPG5 EPM2A ERCC2 ERCC3 ERCC6 ERF EXOSC9 EXTL3 FANCF FAT4 FBLN5 FBXO28 FBXW7 FCGR2A FCGR3A FCGR3B FCHO1 FCN3 FCSK FGF8 FGFR1 FIG4 FKBP6 FLI1 FLNA FLNC FMO3 FOCAD FOXH1 FOXJ1 FOXN1 FOXP1 FOXP2 FOXP3 FUCA1 FUT8 G6PC3 GAA GALNS GAPVD1 GAS1 GAS2L2 GAS8 GATA2 GATA4 GATA6 GBA1 GCLC GEMIN4 GFI1 GFM2 GIPC1 GLB1 GLI2 GLI3 GLUL GMNN GNPTAB GNS GORAB GRHL3 GRIA1 GSN GSTM3 GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GUSB H4C3 H4C5 HACD1 HCK HELLS HERC2 HFE HGSNAT HK1 HLA-B HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRB1 HMOX1 HPS6 HYDIN HYOU1 ICOS IDH1 IDS IDUA IER3IP1 IFIH1 IFNG IFNGR1 IFT122 IFT140 IGBP1 IGHG2 IGHM IGKC IGLL1 IKBKB IKBKG IKZF1 IL10RB IL12RB1 IL17F IL17RA IL17RC IL21 IL21R IL2RA IL2RB IL2RG IL6R IL6ST IL7R INF2 INPPL1 IRAK4 IRF2BP2 IRF8 ITCH ITGA3 ITGA7 IVNS1ABP JAGN1 JAK3 KANSL1 KAT6A KAT6B KATNIP KCNJ6 KCNN4 KDM5C KDM6A KIAA0586 KIF1A KIF20A KMT2D KNSTRN KPTN KRAS KRT5 LAMA2 LAMA3 LAMB2 LAMB3 LAMC2 LAMTOR2 LAT LCK LEP LEPR LETM1 LIG1 LIG4 LIMK1 LIPN LMNB1 LONP1 LRBA LRIF1 LRP12 LRRC56 LRRC8A LTBP1 LTBP3 LTBP4 LYST MAGEL2 MAGI2 MAGT1 MALT1 MAN2B1 MANBA MAP3K20 MAPK1 MARS2 MASP2 MBTPS2 MCIDAS MCM4 MDFIC MDM4 MECP2 MED25 MEGF10 MESP2 METTL27 MGAT2 MGP MID1 MIF MIR140 MKRN3 MLXIPL MPLKIP MS4A1 MSN MTHFD1 MTM1 MYH3 MYH6 MYL2 MYL9 MYO1E MYO1H MYO5A MYO9A MYOD1 MYPN MYSM1 NADK2 NAE1 NAGLU NBN NCF1 NCF2 NCF4 NDN NDUFA6 NDUFC2 NECTIN1 NEK10 NELFA NEPRO NEU1 NFASC NFE2L2 NFIX NFKB1 NFKB2 NFKBIA NGLY1 NHLRC1 NHLRC2 NHP2 NIPAL4 NIPBL NKX2-1 NKX2-5 NME5 NME8 NODAL NOP10 NOS1 NOTCH2 NOTCH2NLC NPAP1 NPHS1 NPHS2 NPM1 NRAS NSD2 NTRK1 NUP107 NUP133 NUP160 NUP205 NUP214 NUP37 NUP85 NUP93 NXN OAS1 OCA2 OCRL ODAD1 ODAD2 ODAD3 ODAD4 OFD1 ORC6 OSTM1 P4HA2 P4HTM PAFAH1B1 PAK2 PANK2 PARN PAX2 PCGF2 PCNT PDHA1 PEPD PET117 PEX13 PEX5 PGM3 PHIP PIGA PIGG PIGN PIK3CD PIK3CG PIK3R1 PKHD1 PKP1 PLA2G6 PLCE1 PLCG2 PLCH1 PLEC PLG PLOD1 PLP1 PLVAP PMM2 PNP POLA1 POLE POLR2A POLR3A PPP1R21 PRKCD PRKDC PRPS1 PRTN3 PSAP PSMB8 PTCD3 PTCH1 PTEN PTPN22 PTPRO PURA PWAR1 PWRN1 PYROXD1 RAB3GAP2 RAC1 RAC2 RAG1 RAG2 RANBP2 RAPSN RASGRP1 REEP1 REL RELB RFC2 RFT1 RFX5 RFX7 RFXANK RFXAP RILPL1 RIPK1 RMRP RNF113A RNF125 RNF168 RNU4ATAC ROR2 RPGR RSPH1 RSPH3 RSPH4A RSPH9 RTEL1 RUNX2 RYR1 SAMD9 SAMD9L SASH3 SATB1 SBDS SCN10A SCN11A SCN9A SCNN1A SCNN1B SCNN1G SDCCAG8 SDHD SDR9C7 SELENON SERPINA1 SERPINH1 SETBP1 SFTPB SFTPC SGCG SGSH SH2D1A SH3KBP1 SHH SHROOM4 SIAH1 SIK1 SIM1 SIX3 SLC11A1 SLC12A6 SLC18A3 SLC1A4 SLC25A1 SLC25A22 SLC25A24 SLC26A2 SLC26A9 SLC29A3 SLC34A2 SLC35A1 SLC35C1 SLC37A4 SLC39A7 SLC41A1 SLC46A1 SLC52A3 SLC5A7 SLC6A14 SLC9A3 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCD2 SMARCE1 SMC1A SMN1 SMPD1 SNAP25 SNAP29 SNORD115-1 SNORD116-1 SNRPN SNX10 SOCS1 SOX11 SOX4 SOX9 SP110 SPAG1 SPEF2 SPI1 SPINK5 SPTBN4 SREBF1 SRP19 SRP54 STAG2 STAT1 STAT3 STIL STING1 STK36 STK4 STX1A STX3 STXBP2 SUCLG1 SULT2B1 SYK SYT2 TAF1 TAFAZZIN TAOK1 TAP1 TAP2 TAPBP TARS1 TASP1 TBC1D23 TBC1D24 TBC1D8B TBCD TBCE TBL2 TBX1 TBX20 TBX6 TCEAL1 TCF3 TCIRG1 TCTN3 TDGF1 TECPR2 TERC TERT TET2 TFG TFRC TGFB1 TGIF1 TGM1 TIMM8A TIMMDC1 TINF2 TK2 TLL1 TMCO1 TMEM270 TMEM94 TNFRSF11A TNFRSF13B TNFRSF13C TNFRSF1A TNFRSF9 TNFSF11 TNFSF12 TNNI3 TNNT2 TOM1 TONSL TP73 TPM2 TPM3 TPP2 TRAC TRAF3IP1 TRAF3IP2 TRAIP TREX1 TRIM37 TRIP11 TRIP4 TRPC6 TRPS1 TSC1 TSC2 TTC12 TTC26 TTC7A TYK2 TYMS UBA2 UBB UBE2A UFC1 UGP2 UMPS UNC119 UNG UQCRH USB1 USP26 USP9X VAMP1 VARS1 VPS33A VPS35L VPS37D VPS51 WAC WAS WASHC5 WDR1 WDR19 WDR35 WIPF1 WRAP53 WT1 XIAP ZAP70 ZBTB24 ZBTB7A ZIC2 ZMYND10 ZNF341 ZNF668 ZNF699 ZNFX1 ZNHIT3 HP_RESPONSE_TO_DRUGS_ACTING_ON_NEUROMUSCULAR_TRANSMISSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RESPONSE_TO_DRUGS_ACTING_ON_NEUROMUSCULAR_TRANSMISSION ALG14 ALG2 COLQ DPAGT1 GFPT1 GMPPB LAMB2 HP_RESTING_TREMOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RESTING_TREMOR ADCY5 ADH1C ALDH18A1 ATP13A2 ATP1A3 ATP6AP2 ATXN2 ATXN8OS CACNA1G CDKL5 CHCHD2 COQ2 CYP27A1 DNAJC13 DNAJC6 DNMT1 EIF4G1 FMR1 FTL GABBR2 GBA1 GCH1 GIGYF2 GLUD2 KCNN2 LRRK2 MAN1B1 MAPT MECP2 MICU1 MT-TT NR4A2 NTNG1 OPA3 PARK7 PINK1 PLA2G6 PODXL POLG POLG2 PSAP RAB39B RRM2B SLC25A4 SMC1A SNCA SNCAIP SYNJ1 TAF1 TBP TTC19 TWNK UQCRC1 VPS13A VPS13C VPS35 HP_RESTLESSNESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RESTLESSNESS ABCA7 ABCC8 ACAT1 ADA2 ADCY5 AFF2 ALAD ALDH7A1 AMT ANG ANXA11 APP ATP6V0A1 ATXN2 BRAT1 CACNA1A CCNF CDKL5 CFAP410 CHCHD10 CHMP2B CLCN3 CLN8 COX10 CTNNB1 CYP27A1 DAO DCDC2 DCTN1 DCX DEAF1 DNAJC13 DNAJC6 DNM1L ECE1 EIF2S3 EIF4G1 EPHA4 ERBB4 FGF12 FIG4 FUS GABBR2 GBA1 GIGYF2 GLDC GLE1 GLS GLT8D1 GNAS GNS GRN H4C5 HMBS HNF1A HNF4A HNRNPA1 HPD HSD17B10 HTRA2 HTT IGF1R KCNJ11 KDM5C KIF11 LRRK2 LSS MAPT MATR3 MECP2 MED13L NAGS NAXE NDST1 NEFH NEK1 NGLY1 NTNG1 OPTN PAK3 PARK7 PDE11A PFN1 PINK1 PLPBP PODXL PON1 PON2 PON3 PPARGC1A PRKAR1A PRKN PRNP PRPH PSEN1 PSEN2 PTS RNF13 SATB1 SATB2 SLC19A3 SLC25A13 SLC2A3 SMC1A SNCA SOD1 SORL1 SPAST SPTBN1 SQSTM1 SRCAP SUOX SYNJ1 TAF15 TARDBP TBK1 TMEM106B TMEM67 TOMM40 TRANK1 TREM2 TSEN54 TSHR UBQLN2 UCHL1 UCP2 UNC13A UQCRQ VAPB VCP VPS13C VPS35 WAC ZBTB20 HP_RESTLESS_LEGS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RESTLESS_LEGS ATXN7 CHCHD2 DNAJC6 FTL HTRA2 LRRK2 MFN2 NEFL PARK7 PINK1 PODXL PRKN SNCA SYNJ1 UCHL1 VPS13C HP_RESTRICTED_OR_REPETITIVE_BEHAVIORS_OR_INTERESTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RESTRICTED_OR_REPETITIVE_BEHAVIORS_OR_INTERESTS ADCY5 ADGRL1 ADGRV1 ADNP AFF2 AFF3 AGO1 ALKBH8 ANK3 AP1G1 AP1S2 AP4B1 AP4E1 AP4M1 AP4S1 ARID1B ARID2 ARPC4 ASH1L ASXL3 ATG7 ATP9A ATRX AUTS2 BAZ1B BCL11A BCL7B BCORL1 BCR BICRA BRAF BRD4 BUD23 CABP4 CACNA1B CACNA1H CACNA2D1 CAMK2B CAMTA1 CARS1 CASZ1 CCNK CDK19 CDKL5 CELF2 CEP152 CEP85L CERT1 CHAMP1 CHD1 CHD3 CHD5 CHD7 CHD8 CHMP2B CHRNA2 CHRNA4 CHRNB2 CIC CLCN3 CLCN4 CLIP2 CLN5 CNTNAP2 COASY CPLX1 CRB1 CREBBP CRH CRKL CSNK2A1 CTBP1 CUX2 DDC DDX6 DEAF1 DEPDC5 DHPS DHX30 DLL1 DMPK DNAJC19 DNAJC30 DOCK7 DPAGT1 DPF2 DPYSL5 DRD2 DYRK1A EBF3 EEF1A2 EHMT1 EIF4H ELN ELP2 EMC10 EP300 EXT2 EXTL3 FBXO28 FBXW11 FGFRL1 FKBP6 FLCN FLII FMO3 FMR1 FOXG1 FOXP1 GABBR2 GABRA1 GABRB3 GABRD GABRG2 GATAD2B GCH1 GJA5 GJA8 GLYCTK GNAI1 GNB1 GNB2 GRIA1 GRIA2 GRIK2 GRIN1 GRIN2A GRN GTF2I GTF2IRD1 GTF2IRD2 GUCY2D H4C5 HCN1 HDAC4 HDAC8 HDC HECW2 HERC2 HNRNPH2 HNRNPK HNRNPR HSPG2 HTR2A HTT HUWE1 IFNG IMPDH2 IQSEC2 JARID2 JRK KAT5 KAT6A KCNAB2 KCNB1 KCNN2 KCNT1 KCTD17 KDM4B KIF15 KIF5C KMT2A KMT5B KPTN KYNU LARP7 LETM1 LIMK1 LMNB1 LUZP1 MACF1 MADD MAGEL2 MAP1B MAPK1 MAPK8IP3 MAPT MBD5 MECP2 MED12 MEF2C METTL27 MGAT2 MLXIPL MMP23B NAA10 NAA15 NAA20 NACC1 NAGS NAPB NARS1 NAT8L NCF1 NDN NDP NEXMIF NFIA NIPBL NKX2-1 NLGN1 NLGN3 NLGN4X NMNAT1 NOVA2 NPC2 NR2F1 NR4A2 NSD2 NTNG1 NTNG2 NTRK2 OCA2 OCRL OPHN1 PACS2 PAH PANK2 PCDH19 PDE2A PDGFB PDPN PDZD8 PGAP1 PGAP3 PIGF PITRM1 POGZ POLA1 PPM1D PPP2CA PPP2R5D PRDM16 PRKAR1B PRKCZ PRODH PSEN1 PTCHD1 PUF60 PUS7 RAB11B RAB39B RAC1 RAD21 RAI1 RBL2 RERE RFC2 RFX7 RHOBTB2 RPE65 RTTN SATB1 SCN1A SCN1B SCN2A SCN8A SCN9A SEMA3E SETD5 SGCE SH2B1 SHANK3 SHMT2 SIK1 SIN3A SIN3B SKI SLC1A4 SLC2A1 SLC2A3 SLC35C1 SLC45A1 SLC6A4 SLC6A8 SLC9A6 SLITRK1 SLITRK2 SMARCA2 SMC1A SMC3 SNRPN SOX5 SPATA5 SPEN SPTBN1 SQSTM1 SRCAP STX1A STX1B SVBP SYNGAP1 SYT1 TANC2 TAOK1 TARDBP TBC1D23 TBCD TBL2 TBR1 TBX1 TCEAL1 TCF20 TCF4 TFE3 THOC2 TIAM1 TKT TLK2 TMEM106B TMEM222 TMEM270 TMEM67 TOR1A TPR TRANK1 TRAPPC6B TRAPPC9 TREM2 TRIM8 TRIO TRRAP TSC1 TSC2 TTC19 TTI2 TUBB3 TULP1 UBE2A UBE3A UBE4B USP7 USP9X VAMP2 VARS1 VCP VPS13A VPS16 VPS37D WDR26 WDR4 XK YME1L1 YWHAG ZBTB18 ZBTB20 ZEB2 ZMYM2 ZNF526 ZSWIM6 HP_RESTRICTIVE_BEHAVIOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RESTRICTIVE_BEHAVIOR CDKL5 CHMP2B GABBR2 GRN MAPT MECP2 NLGN3 NLGN4X NTNG1 PSEN1 SMC1A SNRPN SPTBN1 SQSTM1 TMEM106B TREM2 VCP HP_RESTRICTIVE_CARDIOMYOPATHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RESTRICTIVE_CARDIOMYOPATHY ABCC6 ACTC1 ANK1 BAG3 CENPE DES ENPP1 EPB42 FLNA KIF20A MCM10 MYL2 MYL3 PDGFRA PIGT SLC4A1 SPTA1 SPTB TNNI3 TNNT2 TTR XYLT1 XYLT2 HP_RESTRICTIVE_VENTILATORY_DEFECT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RESTRICTIVE_VENTILATORY_DEFECT ACP5 AGRN AK9 ALMS1 ARSB B3GALT6 BAG3 BICD2 BTNL2 CD19 CD81 CFAP410 CHCHD10 CHRNA1 CHRNB1 CHRND CHRNE COL13A1 COL2A1 COPA CR2 CSF2RA CSF2RB CTLA4 DDR2 DKC1 DLK1 DMD DNAH11 DNASE1L3 DOK7 ENG FAM111B FARSA FGFR3 FKRP FLNB FRG1 GALNS GDAP1 GIPC1 GLB1 GNPTAB HCK HES7 HLA-B HLA-DPA1 HLA-DPB1 HLA-DRB1 HPS1 HPS4 ICOS IDS IKZF1 IRF2BP2 LRP12 LRP4 MEG3 MEGF10 MESP2 MS4A1 MT-TL1 MT-TL2 MT-TN MT-TS1 MUSK MYH7 MYO1H NAA10 NFKB1 NFKB2 NKX2-1 NLRP3 NOTCH2NLC PIEZO2 PLOD1 POGLUT1 PRKCD PRTN3 PTPN22 PUS1 PYROXD1 RAPSN RILPL1 RNF168 RNU4ATAC RPA1 RTL1 SCN4A SELENON SFTPA1 SGCG SLC12A6 SLC34A2 STAC3 SYNE1 TNFRSF13B TNFRSF13C TNFSF12 TOR1A TRAPPC11 TSC1 TSC2 TTN WDR19 HP_RETICULAR_HYPERPIGMENTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RETICULAR_HYPERPIGMENTATION KRT14 NHP2 NOP10 POFUT1 POLA1 PORCN RPA1 TERC TERT TINF2 TP53 USB1 HP_RETICULAR_PATTERN_ON_PULMONARY_HRCT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RETICULAR_PATTERN_ON_PULMONARY_HRCT ABCA3 ATP11A DPP9 DSP FAM13A MUC5B PARN RTEL1 SFTPA1 SFTPA2 SFTPC STN1 TERC TERT HP_RETICULATED_SKIN_PIGMENTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RETICULATED_SKIN_PIGMENTATION DKC1 KRT14 KRT5 NHP2 TERT TINF2 HP_RETICULOCYTOPENIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RETICULOCYTOPENIA ADA2 FANCA FANCC FANCD2 FANCE GATA1 HEATR3 IFNG MYSM1 PRF1 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 SBDS STEAP3 TCN2 TERC TERT TSR2 HP_RETICULOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RETICULOCYTOSIS ABCB6 ABCG8 ADAMTS13 AMN ANK1 BCL11A CASK CASP10 CDAN1 CDIN1 CFH CFHR1 CFHR3 CLCN7 CPOX CUBN EPB41 EPB42 FAS FASLG G6PD GATA1 GCLC GYPC HBB HBG1 HBG2 HK1 KCNN4 KLF1 MTTP NHLRC2 PFKM PGK1 PIEZO1 PIGA PKLR PRKCD RASGRP1 RHAG RHCE RHD SEC23B SLC2A1 SLC4A1 SPTA1 SPTB UROS HP_RETINAL_ARTERIOLAR_TORTUOSITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RETINAL_ARTERIOLAR_TORTUOSITY ANTXR1 ARVCF BAZ1B BCL7B BUD23 CLIP2 COL4A1 COMT DNAJC30 EIF4H ELN FKBP6 FZD4 GP1BB GTF2I GTF2IRD1 GTF2IRD2 HIRA JMJD1C LIMK1 LRP5 METTL27 MLXIPL MT-ATP6 NCF1 NDP RFC2 RREB1 SEC24C STX1A TBL2 TBX1 TMEM270 UFD1 VPS37D HP_RETINAL_ATROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RETINAL_ATROPHY ABCA4 AIPL1 ALDH3A2 ALMS1 APOE ARL2BP ARSG ASXL1 ATF6 BEST1 C1QTNF5 CA2 CDHR1 CEP78 CFAP418 CFH CFHR1 CFHR3 CFI CNGA3 CNGB3 CNNM4 CRX CTSD CYP4V2 DHX38 DRAM2 EFEMP1 ELOVL4 EPG5 ERCC6 ERCC8 FKRP FKTN GBA1 GNAT2 GUCA1A GUCY2D HGSNAT HK1 HLA-A HMCN1 IDH3A IFT140 IFT43 IMPDH1 IMPG2 INPP5E KCNV2 KIAA1549 LAMA1 LARGE1 LCA5 LRAT LZTFL1 MAPKAPK3 MERTK MFRP MIR204 NMNAT1 NRL OFD1 PCYT1A PDE6C PDE6H PLK4 POMGNT1 POMT1 POMT2 PROM1 PRPF31 PRPF6 PRPH2 RAX2 RBP4 RDH11 RDH5 REEP6 RHO RLBP1 RP9 RPE65 RPGR RS1 SH3BP2 SIX6 SLC24A1 SLC6A6 SLC7A14 SNRNP200 SPATA7 STUB1 TIMP3 TLCD3B TNFRSF11B TOPORS TRNT1 TUB UNC119 VCAN WDR19 YARS1 ZNF408 HP_RETINAL_COLOBOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RETINAL_COLOBOMA AHI1 ALDH1A3 B3GLCT C2CD3 CASK CEP120 CEP290 CEP41 CHD7 CLDN19 CRB1 DHX38 FGF3 FIBP HMX1 INPP5E INTS1 KIAA0586 LCA5 LRAT MAN2C1 MKS1 MMACHC NMNAT1 PAX2 PIGL PRPS1 PUF60 RAB18 RAB3GAP1 RAB3GAP2 RPE65 SALL2 SALL4 SPATA7 TBC1D20 TENM3 TFAP2A ZEB2 HP_RETINAL_DEGENERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RETINAL_DEGENERATION AARS1 ABCA4 ABCC6 ACTL6B AIPL1 ALDH3A2 ALG6 ALMS1 ANO10 AP3B2 APOB APOE ARL2BP ARL6 ARSG ARV1 ASAH1 ASXL1 ATF6 ATP1A2 ATP1A3 ATP6V1A ATXN7 BBS1 BBS2 BBS4 BBS9 BEST1 C1QTNF5 C9 CA2 CACNA1A CACNA1B CACNA2D1 CARS1 CCDC28B CDH3 CDHR1 CDK19 CELF2 CEP164 CEP78 CFAP410 CFAP418 CFH CFHR1 CFHR3 CFI CLCC1 CLN3 CLN5 CLN6 CLTC CNGA3 CNGB1 CNGB3 CNKSR2 CNNM4 COL18A1 COL2A1 CP CRX CST3 CTNNB1 CTSD CWC27 CYFIP2 CYP4V2 DALRD3 DHDDS DHX38 DLAT DNM1 DRAM2 EEF1A2 EFEMP1 ELOVL4 EPG5 ERCC2 ERCC3 ERCC6 ERCC8 FBLN1 FBLN5 FBN2 FBXO28 FGF12 FGF13 FKRP FKTN FZR1 GABBR2 GABRA2 GABRA5 GABRB2 GABRG2 GBA1 GNAT2 GNB5 GNPTAB GRIN2D GRK1 GTF2E2 GTF2H5 GUCA1A GUCA1B GUCY2D HCN1 HGSNAT HK1 HLA-A HMCN1 HSD17B10 HTRA1 IDH3A IDUA IFT140 IFT172 IFT43 IMPDH1 IMPG2 INPP5E KCNA2 KCNB1 KCNJ13 KCNV2 KIAA1549 LAMA1 LARGE1 LCA5 LIG3 LMNA LRAT LZTFL1 MAB21L1 MAN2B1 MAPKAPK3 MCOLN1 MERTK MFRP MIR204 MMACHC MPLKIP MTTP NECAP1 NEK8 NMNAT1 NR2E3 NRL NTRK2 NUS1 OFD1 OPA1 P3H2 PACS2 PAK2 PANK2 PARS2 PAX2 PCYT1A PDE6C PDE6H PEX7 PHYH PISD PITPNM3 PLK4 PNPLA6 POMGNT1 POMK POMT1 POMT2 POU3F4 PPP3CA PPT1 PRCD PROM1 PRPF31 PRPF4 PRPF6 PRPF8 PRPH2 RAX2 RBP4 RDH11 RDH5 REEP6 RHO RLBP1 RNF113A RP1L1 RP9 RPE65 RPGR RPGRIP1 RS1 SAG SCAPER SCN3A SCN8A SDCCAG8 SEMA4A SH3BP2 SIX6 SLC13A5 SLC19A2 SLC1A2 SLC24A1 SLC38A3 SLC6A6 SLC7A14 SNRNP200 SPATA7 SPG11 STUB1 SUMF1 SYNGAP1 SYNJ1 SZT2 TARS1 TIMP3 TLCD3B TMEM67 TNFRSF11B TOPORS TPP1 TRAF3IP1 TRAK1 TRNT1 TTC8 TUB TUBB4B TULP1 UBA5 UNC119 USP45 VCAN WDR19 WRN WWOX XYLT1 XYLT2 YARS1 YWHAG ZFYVE26 ZNF408 ZNF423 ZNF513 HP_RETINAL_DETACHMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RETINAL_DETACHMENT ADAMTSL1 ADAMTSL4 AKT1 ALDH1A3 ALG12 ARL6IP6 ATOH7 B3GALNT2 B4GAT1 BAP1 BCOR BEST1 CACNA1F CAPN5 CBS CCND1 CFH CFI CHRDL1 CHST14 COL11A1 COL11A2 COL18A1 COL2A1 COL4A1 COL9A1 COL9A2 COL9A3 CRPPA CTNNB1 CYP1B1 CYSLTR2 DAG1 DEAF1 DSE DYRK1A EFEMP1 FAS FBN1 FKRP FKTN FLII FRG1 FZD4 GMPPB GNA11 GNAQ GZF1 HLA-A HMX1 IGFBP7 IKBKG IMPG1 IMPG2 IPO8 IQSEC2 KCNJ13 KIF11 LAMB2 LARGE1 LCA5 LOXL3 LRAT LRP2 LRP5 LTBP2 MAF MYOC NDP NHS NRCAM NSMCE2 P3H2 P4HA2 PAK2 PAX2 PAX6 PLOD1 POMGNT1 POMGNT2 POMK POMT1 POMT2 PRDM5 PRPH2 PTEN PTPN22 RAI1 RPE65 RS1 RXYLT1 SETD2 SF3B1 SIX6 SPATA7 TEK TENM3 TRAPPC2 TRPM3 TSPAN12 TUB TUBGCP6 VCAN VHL XRCC4 XYLT2 YAP1 ZNF408 ZNF469 HP_RETINAL_DYSPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RETINAL_DYSPLASIA B3GALNT2 B4GAT1 COL4A1 COX7B CRPPA DAG1 DNAJC21 FKRP FKTN FLNB FOXE3 HCCS INPP5E KIF11 LARGE1 NDP NDUFB11 PDE6D POMGNT1 POMGNT2 POMK POMT1 POMT2 RXYLT1 TUBB HP_RETINAL_DYSTROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RETINAL_DYSTROPHY ABCA4 ABHD12 ACBD5 ACO2 ACOX1 ADAM9 ADGRV1 AGBL5 AHI1 AHR AIPL1 ALG6 ALMS1 ALPK1 AMACR ANK1 AP3B2 APOB ARL2 ARL2BP ARL3 ARL6 ARMC9 ARV1 ASPA ATP2B2 ATP5F1A ATP5F1D ATP5F1E ATP5MK ATPAF1 ATPAF2 ATXN2 ATXN7 B3GALNT2 B4GAT1 BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCS1L BEST1 BMP4 CABP4 CACNA1F CACNA2D4 CC2D2A CCDC103 CCDC28B CCDC39 CCDC40 CCDC65 CCNO CCNQ CDH23 CDH3 CDHR1 CEP120 CEP164 CEP290 CEP41 CERKL CFAP221 CFAP298 CFAP300 CFAP410 CFAP418 CFAP74 CFH CFI CHST6 CIB2 CLCN3 CLDN19 CLN3 CLRN1 CNGA1 CNGB1 CNNM4 COL4A1 COQ2 COX7B CRB1 CRPPA CRX CRYAB CSPP1 CTNNA1 CTSD CWC27 DAG1 DDR2 DHDDS DHX38 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAJC21 DNAL1 DPAGT1 DRAM2 DRC1 DYNC2I2 EFEMP1 ELOVL4 ERCC6 ERCC8 EXOSC2 EXOSC3 EYS FAM161A FDXR FGFR2 FKRP FKTN FLVCR1 FOXJ1 FSCN2 GAS2L2 GAS8 GATA3 GGCX GNAT1 GNB3 GPR179 GRK1 GRM6 GRN GUCA1A GUCA1B GUCY2D HACE1 HCCS HGSNAT HID1 HK1 HMX1 HSD17B10 HSPD1 HYDIN IDH3B IFT122 IFT140 IFT172 IFT27 IFT74 IMPDH1 IMPG1 IMPG2 INPP5E INVS IQCB1 ITM2B KCNV2 KIAA0586 KIF11 KIF3B KIF5A KIZ KLHL7 LAMA1 LARGE1 LRAT LRIT3 LRP2 LRRC56 LZTFL1 MAK MAPKAPK3 MCIDAS MDH2 MERTK MFSD8 MKKS MKS1 MSRB3 MT-ATP6 MT-ATP8 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TE MT-TK MT-TL1 MT-TV MT-TW MTTP MVK MYO5A MYO6 MYO7A NDUFA1 NDUFA9 NDUFB11 NEK1 NEK10 NEK2 NGLY1 NME5 NME8 NPHP1 NPHP3 NPHP4 NR2E3 NRL NYX ODAD1 ODAD2 ODAD3 ODAD4 OFD1 OTX2 PANK2 PCARE PCDH15 PCYT1A PDE6A PDE6B PDE6C PDE6G PDE6H PDZD7 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PGAP1 PGK1 PHYH PIBF1 PITPNM3 PMM2 PNPLA6 POC1B POGZ POMGNT1 POMGNT2 POMK POMT1 POMT2 PPP2R3C PRCD PROM1 PRPF3 PRPF31 PRPF4 PRPF6 PRPF8 PRPH2 PRPS1 RAB28 RAX2 RBP3 RBP4 RCBTB1 RDH11 RDH12 RDH5 REEP6 RGR RHO RLBP1 RNF113A RNU4ATAC ROM1 RP1 RP1L1 RP2 RP9 RPE65 RPGR RPGRIP1 RPGRIP1L RPL10 RRM2B RSPH1 RSPH3 RSPH4A RSPH9 RXYLT1 SAG SDCCAG8 SEMA4A SH2B1 SIX6 SLC19A2 SLC24A1 SLC35A2 SLC7A14 SNRNP200 SPAG1 SPEF2 SRD5A3 STK36 SYCE1 TELO2 TIMP3 TMEM138 TMEM216 TMEM218 TMEM231 TMEM237 TMEM67 TOPORS TRAF3IP1 TRAPPC9 TRIP13 TRNT1 TRPM1 TTC12 TTC8 TTLL5 TUB TUBGCP6 TULP1 UBE3B UNC119 USH1C USH1G USH2A VPS13B VPS4A WARS2 WDR19 WHRN ZMYND10 ZNF408 ZNF423 ZNF513 ZPR1 HP_RETINAL_EXUDATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RETINAL_EXUDATE CTC1 FZD4 LRP5 NDP POT1 TINF2 TREX1 TSPAN12 ZNF408 HP_RETINAL_FLECKS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RETINAL_FLECKS BEST1 PLA2G5 PROM1 PRPH2 RDH5 RHO RLBP1 ZFYVE26 HP_RETINAL_FOLD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RETINAL_FOLD ATOH7 CTNNB1 FZD4 KIF11 LRP5 NDP PIEZO2 PRSS56 TSPAN12 TUBGCP6 ZNF408 HP_RETINAL_HAMARTOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RETINAL_HAMARTOMA AKT1 CCND1 DLST FH IFNG KIF1B MAX MDH2 NF1 NF2 PTEN RET SDHA SDHAF2 SDHB SDHC SDHD SLC25A11 TMEM127 TSC1 TSC2 VHL HP_RETINAL_HEMORRHAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RETINAL_HEMORRHAGE ABCC6 APOE ATP6V0A2 ATP6V1A ATP6V1E1 CFH CFHR1 CFHR3 CFI COL4A1 DNM2 DST EFEMP1 ENPP1 ERCC6 ERCC8 GCDH HMCN1 IFNG IKBKG LAMB2 MYD88 PRF1 SBDS TERC TERT TREX1 XYLT1 XYLT2 HP_RETINAL_HOLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RETINAL_HOLE COL2A1 CTNNB1 FZD4 LRP5 NDP ZNF408 HP_RETINAL_NEOVASCULARIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RETINAL_NEOVASCULARIZATION BEST1 CAPN5 CTNNB1 FZD4 LRP5 LRRC32 NDP TREX1 TSPAN12 ZNF408 HP_RETINAL_NONATTACHMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RETINAL_NONATTACHMENT AKT1 ATOH7 BEST1 IMPG1 IMPG2 PRPH2 PTEN HP_RETINAL_PERFORATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RETINAL_PERFORATION COL2A1 CTNNB1 FZD4 GUCA1A GUCY2D HLA-A LRIT3 LRP5 NDP PRPH2 ZNF408 HP_RETINAL_PIGMENT_EPITHELIAL_ATROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RETINAL_PIGMENT_EPITHELIAL_ATROPHY ABCA4 ALDH3A2 ALMS1 ATF6 BEST1 C1QTNF5 CDHR1 CNGA3 CNGB3 CRX CYP4V2 ELOVL4 GNAT2 IDH3A IFT43 IMPG2 KIAA1549 LCA5 LRAT MFRP OFD1 PDE6C PDE6H PROM1 PRPF6 PRPH2 RDH11 RLBP1 RPE65 RPGR RS1 SNRNP200 SPATA7 TIMP3 TLCD3B TOPORS TRNT1 TUB VCAN ZNF408 HP_RETINAL_PIGMENT_EPITHELIAL_MOTTLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RETINAL_PIGMENT_EPITHELIAL_MOTTLING ABCA4 ALDH6A1 ATF6 CACNA2D4 CFAP410 CFH CFI CHM CLCN3 CNGA3 CNGB3 CNNM4 CTNS CYP4V2 DHX16 EFEMP1 ELOVL4 ERCC8 GNAT2 GUCA1A GUCY2D IFT52 LCA5 LRAT MT-ATP6 NBN NMNAT1 PDE6C PDE6H PEX1 PISD PITPNM3 POLG PROM1 PRPH2 RDH5 RHO RLBP1 RPE65 RPGR SELENOI SLC6A6 SPATA7 TUBB4B TWNK VPS41 HP_RETINAL_TELANGIECTASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RETINAL_TELANGIECTASIA ACVRL1 CTC1 CTNNB1 DNAJC30 ENG FRG1 FZD4 GDF2 LRP5 MT-ATP6 MT-CO1 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND4 MT-ND4L MT-ND5 MT-ND6 NDP NDUFS2 PCNA SETD2 SMAD4 STN1 TSPAN12 ZNF408 HP_RETINAL_THINNING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RETINAL_THINNING ABCA4 ALDH3A2 CABP4 CACNA1F CACNA2D4 CFAP418 CNGA3 CNGB3 COL2A1 CYP4V2 ELOVL4 GNAT1 GNB3 GPR179 GRK1 GRM6 HLA-A KIF3B LAMA1 LRIT3 NYX PCYT1A PDE6B POMGNT1 PROM1 PRPH2 RHO RIMS2 SAG SLC24A1 SLC6A6 TRPM1 HP_RETINAL_VASCULAR_TORTUOSITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RETINAL_VASCULAR_TORTUOSITY ANTXR1 ARVCF BAZ1B BCL7B BUD23 CENPF CLIP2 COL4A1 COMT DGCR2 DGCR6 DGCR8 DNAJC30 EIF4H ELN ESS2 ETHE1 FKBP6 FZD4 GP1BB GTF2I GTF2IRD1 GTF2IRD2 HIRA IFT172 JMJD1C LAMB2 LIMK1 LRP5 METTL27 MLXIPL MT-ATP6 MT-CO1 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND4 MT-ND4L MT-ND5 MT-ND6 NCF1 NDP NDUFS2 NEK1 PAX6 RFC2 RREB1 SEC24C SELENOI STX1A TBL2 TBX1 TMEM270 UFD1 VPS37D WT1 HP_RETINAL_VEIN_OCCLUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RETINAL_VEIN_OCCLUSION CYP1B1 EFEMP1 F12 LOXL1 MYOC SERPINC1 HP_RETINOPATHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RETINOPATHY ABCC6 ABCC8 ACD AGXT ALDH3A2 ALG8 AP5Z1 APOE APPL1 ATG7 B9D1 BANK1 BAP1 BCL11A BLK BLM C1QTNF5 C4A C4B CCR1 CDH3 CDK4 CDKN2A CDKN2B CEL CEP41 COL11A1 COX15 CPLX1 CR2 CREBBP CSPP1 CTBP1 CTLA4 CTNS DNASE1 DPM1 ENPP1 ERAP1 ERCC2 ERCC3 ERCC4 ERCC5 ETS1 FAS FCGR2B FCGR3B FGFR1 GCK GNPTAB HADHA HBB HBG1 HBG2 HLA-B HLA-DPA1 HLA-DPB1 HLA-DRB1 HNF1A HNF4A IDS IDUA IFNGR1 IGHG1 IL10 IL12A IL12A-AS1 IL12B IL23R INS INSR IRAK1 IRF5 ITGAM JAZF1 KCNJ11 KIAA0319L KIF11 KLF1 KLF11 KLRC4 KRAS LETM1 MAPRE2 MC1R MCOLN1 MECP2 MEFV MFSD8 MGMT MIA3 MITF MLX MT-ATP6 MT-TE MT-TK MT-TL1 MTTP MYO5A NELFA NEU1 NEUROD1 NOD2 NSD2 PANK2 PAX4 PDCD1 PDX1 PEX7 PHYH PIGG PLK4 POT1 PROS1 PRTN3 PRUNE1 PTCH1 PTPN22 PXK SAR1B SPP1 STAT3 STAT4 TERF2IP TERT THSD1 TLR4 TLR7 TMEM107 TMEM231 TNFAIP3 TNFRSF11B TNFSF4 TNIP1 TREX1 TRIM32 TUBB TXN2 UBAC2 UBE2L3 HP_RETINOSCHISIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RETINOSCHISIS ACTB ACTG1 CLCN2 GFPT1 MFRP NR2E3 OAT RS1 HP_RETROBULBAR_OPTIC_NEURITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RETROBULBAR_OPTIC_NEURITIS C4A CCR1 ERAP1 FAS HLA-B IFNGR1 IL10 IL12A IL12A-AS1 IL23R KLRC4 MEFV NLRP3 NOD2 PRORP STAT4 TLR4 UBAC2 HP_RETROCEREBELLAR_CYST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RETROCEREBELLAR_CYST AHDC1 DOCK6 GRIA3 GRM1 OPHN1 PDGFRB SNX14 TMTC3 ZSWIM6 HP_RETROCOLLIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RETROCOLLIS ALS2 FUS KMT2B MAPT PRKRA SIGMAR1 SPG11 SPTLC1 HP_RETROGNATHIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RETROGNATHIA AARS1 ABAT ACTA1 ACTA2 ACTB ACTG1 ADAMTS2 ADAMTS3 ADAMTSL2 AGRN ALG11 ALG13 ALG9 AMER1 AP3D1 ARCN1 ARID1B ARID2 ARNT2 ASPH ASXL1 ASXL2 ASXL3 ATG7 ATP6V0A2 ATP6V1A ATPAF2 AUTS2 B3GAT3 BANF1 BCL11A BIN1 BLM BMP4 BNC2 BRCC3 C2CD3 CA2 CANT1 CARS1 CBL CCBE1 CCDC88A CDC45 CDC6 CDT1 CENPJ CEP120 CEP135 CEP152 CEP55 CHAT CHST14 CHST3 CNTNAP1 COG5 COG6 COG7 COL13A1 COL1A1 COL1A2 COL2A1 COL3A1 COX7B CREB3L1 CREBBP CRIPT CRLF1 CRPPA CSGALNACT1 CTBP1 CTNND2 CTU2 DDB1 DGCR2 DGCR6 DGCR8 DHCR24 DHCR7 DIS3L2 DLK1 DPYD DSE DSTYK DVL1 DVL3 DYRK1A EBP EDEM3 EDN1 EED EIF4A3 ELN EMC1 EP300 ERCC2 ERCC3 ERF ESS2 EXOC7 EXOSC1 EXOSC5 EYA1 EZH2 FAM20C FANCB FARS2 FAT4 FBN1 FBXL3 FBXO31 FBXW11 FDFT1 FHL1 FOXE1 FOXE3 FOXF1 FOXP1 FRA10AC1 FRMPD4 FTO FUT8 FZD2 GABRA3 GAD1 GBA1 GLDN GLE1 GLI3 GMNN GTF2E2 GTF2H5 H4C3 H4C5 HBA1 HBA2 HCCS HDAC8 HECTD4 HEY2 HNRNPH1 HNRNPK HPDL HS2ST1 HSD17B4 HYLS1 HYMAI IBA57 IDH1 IGBP1 IGF1R IGF2 INTS1 INTU IPO8 ITGA8 JARID2 KAT6A KAT6B KATNB1 KCNK9 KIF15 KIF26A KIF7 KMT2B KPTN LBR LGI4 LMNA LOX LTBP4 MADD MAGEL2 MAMLD1 MAPKAPK5 MAT2A MBD5 MED25 MEG3 MEGF8 MESD MFAP5 MGAT2 MIA3 MOGS MPLKIP MRPS22 MSL3 MTM1 MYH11 MYH7 MYL11 MYLK MYMK MYO9A NAA10 NARS1 NBN NDE1 NDUFB11 NEDD4L NEPRO NFIX NR2F1 NSD1 NSDHL NSMCE2 NUDT2 NUP188 NUP88 OCLN ODC1 OFD1 ORC1 ORC4 ORC6 OTUD5 OTUD6B PAX1 PCNT PDGFRB PIEZO2 PIGN PIK3C2A PLAGL1 PMM2 POLA1 POLR1A POLR1B POLR1C POLR1D POLR3A PPP3CA PRDM13 PREPL PRKG1 PRMT7 PRORP PRR12 PSMD12 PUF60 PUS7 RARB RBBP8 RELN RNF113A RNU4ATAC ROR2 RPL10 RPL5 RPS19 RSPO2 RSRC1 RTL1 RTTN RYR1 SCN4A SCNM1 SEC24D SELENON SEMA5A SETBP1 SETD2 SF3B4 SIM1 SIN3A SIX1 SIX5 SKI SLC10A7 SLC18A3 SLC25A1 SLC25A24 SLC29A3 SLC35A3 SLC35B2 SLC3A1 SLC5A7 SLC6A9 SMAD2 SMAD3 SMAD4 SMC1A SMOC1 SNAP25 SNRPN SPATA5 SPEG SPEN SRCAP SUZ12 SYT2 TAF1 TARS1 TASP1 TBX1 TCOF1 TCTN3 TELO2 TGFB2 TGFB3 TGFBR1 TGFBR2 THOC6 THSD4 TMEM107 TMEM70 TNPO2 TPM2 TRIO TRIP11 TRIP4 TTN TUBA1A TXNDC15 UBA2 UBE3B USB1 VAMP1 WBP11 WDR11 WDR35 WNT5A YARS1 ZBTB24 ZC4H2 ZMPSTE24 ZNF699 ZNHIT3 HP_RHABDOMYOLYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RHABDOMYOLYSIS ACADVL ALDOA AMACR AMPD1 ANO5 ATP5F1D BCS1L CACNA1S CLCNKB CPT2 CTDP1 DGUOK FDX2 GABRA3 HADHA HADHB ISCU KCNJ18 LDHA LPIN1 MLIP MT-CO1 MT-CO3 OBSCN PGAM2 PGK1 PGM1 PHKB POLG PYGM RYR1 SEPSECS SLC12A3 SLC25A20 SLC25A42 SUCLG1 TANGO2 TNNT1 TRAPPC2L TSEN15 TSEN2 TSEN34 TSEN54 TSFM XK HP_RHABDOMYOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RHABDOMYOMA IFNG PTCH1 SOX6 TSC1 TSC2 HP_RHEGMATOGENOUS_RETINAL_DETACHMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RHEGMATOGENOUS_RETINAL_DETACHMENT COL2A1 CTNNB1 FZD4 LCA5 LRAT LRP5 NDP RPE65 SPATA7 TSPAN12 ZNF408 HP_RHEUMATOID_ARTHRITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RHEUMATOID_ARTHRITIS ACP5 ANKRD55 CD244 CD247 CIITA DCLRE1C GCH1 HLA-DRB1 IGHG2 IGKC IL10 IL2RA IL2RB IL6 IMPDH2 LACC1 MIF NFKBIL1 NR4A2 PTPN2 PTPN22 SLC22A4 STAT4 HP_RHEUMATOID_FACTOR_POSITIVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RHEUMATOID_FACTOR_POSITIVE C1QB CARD10 CASP10 CCN6 CD244 CIITA CYBC1 FAS FASLG HLA-B IFNGR1 IL10 NFKBIL1 PGM3 PRKCD PTPN22 RASGRP1 RIPK1 SLC22A4 STING1 HP_RHINITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RHINITIS ALG12 BLM CARMIL2 CCDC103 CCDC39 CCDC40 CCDC65 CCNO CDSN CFAP221 CFAP298 CFAP300 CFAP74 CIITA CLCN7 CLPB COX4I2 CPN1 DBH DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAL1 DRC1 EDA EDARADD ELANE FOXJ1 GAS2L2 GAS8 GFI1 HYDIN IDUA IGHG2 IGKC IL21R IL4R KRT74 LRRC56 MCIDAS MS4A2 NEK10 NLRP1 NME5 NME8 ODAD1 ODAD2 ODAD3 ODAD4 OFD1 PGM3 PLA2G7 PLCG2 RAG1 RAG2 RFX5 RFXANK RFXAP RPGR RSPH1 RSPH3 RSPH4A RSPH9 SASH3 SIK3 SLC27A4 SLC29A3 SNX10 SPAG1 SPEF2 SPINK5 SRP19 SRP54 STK36 TCIRG1 TNFSF11 TTC12 ZMYND10 ZNF699 HP_RHINORRHEA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RHINORRHEA CCDC39 CCDC40 DNAH1 LRRC56 ODAD1 SCN9A SDHD SREBF1 HP_RHIZOMELIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RHIZOMELIA ACAN AGPS ALG12 ALG9 ARCN1 ASXL1 B3GAT3 B3GLCT CEP120 CEP57 CFAP410 CHST3 CLPB COG1 COL11A1 COL2A1 CREB3L1 CRTAP CSPP1 CTSK DHCR24 DHCR7 DVL1 DYM EBP FGFR1 FGFR2 FGFR3 FLNB FZD2 GDF5 GNPAT GPC6 GPX4 GSC HDAC6 IFT122 IFT140 IFT43 IFT52 IFT80 INPPL1 KIAA0586 KMT2A KYNU LBR MAB21L2 MBTPS2 MMP13 MTOR MYSM1 PCYT1A PEX7 PKDCC POC1A PRKG2 PTH1R RMRP SERPINH1 SHOX SIK3 SLC26A2 TBX15 TONSL WDR19 WDR35 WNT5A HP_RHIZOMELIC_ARM_SHORTENING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RHIZOMELIC_ARM_SHORTENING COL2A1 CSPP1 DYM FGFR2 FZD2 GPX4 KIAA0586 MYSM1 SLC26A2 HP_RIB_FUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RIB_FUSION ACTB ANKRD11 CASZ1 CHRNG COG1 CPLX1 CTBP1 DLL3 FGFRL1 FOXF1 GABRD GLI3 HES7 HSPG2 KCNAB2 LETM1 LFNG LUZP1 MAP3K7 MESP2 MMP23B MYH3 NELFA NSD2 NXN ODC1 PDPN PIGG PRDM16 PRKCZ RECQL4 RERE RIPPLY2 ROR2 SH2B1 SIX6 SKI SON SOX2 SPEN TBX6 TMCO1 UBE4B HP_RIB_SEGMENTATION_ABNORMALITIES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RIB_SEGMENTATION_ABNORMALITIES CPLX1 CTBP1 DLL3 FGFRL1 HES7 LETM1 LFNG MESP2 NELFA NSD2 PIGG RIPPLY2 HP_RICKETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RICKETS ABCC6 ADAMTS2 ADAMTSL2 AKR1D1 ALPL ATP6V0A4 ATP7A ATP8B1 BAAT CLCN5 CTNS CYP27B1 CYP2R1 DMP1 EHHADH ENPP1 FAH FARSB FGF23 GATM HLA-DQA1 HLA-DQB1 HNF4A HRAS HSD3B7 KRAS NAB2 NDUFAF6 NRAS OCRL PHEX POLRMT RNU4ATAC RRM2B SLC2A2 SLC34A1 SLC34A3 SLC4A1 STAT6 TJP2 VDR HP_RIDGED_FINGERNAIL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RIDGED_FINGERNAIL DVL1 DVL3 EFNB1 FZD2 IKBKG MSX1 SLC39A4 TINF2 WNT5A HP_RIDGED_NAIL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RIDGED_NAIL AARS1 ATP2A2 ATR CARS1 CTSK DKC1 EDAR EDARADD EFNB1 ERCC2 ERCC3 FERMT1 FOXN1 GJA1 GTF2E2 GTF2H5 IKBKG KRT14 LMX1B LPAR6 MPLKIP MSX1 PORCN RNF113A SLC39A4 TARS1 TERC TERT TINF2 WNT10A HP_RIEGER_ANOMALY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RIEGER_ANOMALY ADAMTSL1 CPLX1 CTBP1 FGFRL1 FOXC1 IGF1R LAMB2 LETM1 NSD2 PAX6 PIK3R1 PITX2 HP_RIGHT_AORTIC_ARCH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RIGHT_AORTIC_ARCH ACVR2B CFAP53 CHD7 CIROP CRELD1 DGCR2 DGCR6 DGCR8 DNAH1 DNAH9 ESS2 FLT4 GDF1 MMP21 NKX2-6 PKD1L1 PLXND1 SF3B2 STRA6 TBX1 TMEM260 TTC26 WDR26 WT1 HP_RIGHT_AORTIC_ARCH_WITH_MIRROR_IMAGE_BRANCHING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RIGHT_AORTIC_ARCH_WITH_MIRROR_IMAGE_BRANCHING CRELD1 DGCR2 DGCR6 DGCR8 ESS2 STRA6 TBX1 HP_RIGHT_ATRIAL_ENLARGEMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RIGHT_ATRIAL_ENLARGEMENT ABCC6 ACTC1 AGR2 BANF1 CITED2 FLNA FLNC GATA4 GATA6 KIF20A MCM10 MPDZ MYBPC3 MYH6 MYL2 MYPN NKX2-5 NOTCH1 RPL3L TBX20 TLL1 TNNI3 TNNT2 HP_RIGHT_BUNDLE_BRANCH_BLOCK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RIGHT_BUNDLE_BRANCH_BLOCK ABCC9 ACTC1 AKAP9 ATP6V1A ATP6V1E1 BANF1 CACNA1C CACNA2D1 CACNB2 CITED2 CNBP DSG2 DYSF EXOSC5 FHL1 FLNC GNAI2 GPD1L GYG1 HCN4 JUP KCND3 KCNE3 KCNE5 KCNJ8 KCNK3 LEMD2 LMOD2 MT-CYB MYBPC3 MYH6 MYH7 NPPA PIGU PKP2 PLEC POMT2 PPP1CB RANGRF RNASEH1 SCN10A SCN1B SCN2B SCN3B SCN5A SCNN1A SEMA3A SLMAP TLL1 TNNC1 TNNI3K TNNT2 TRPM4 HP_RIGHT_VENTRICULAR_CARDIOMYOPATHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RIGHT_VENTRICULAR_CARDIOMYOPATHY DSC2 DSG2 DSP JUP PKP2 TGFB3 TMEM43 HP_RIGHT_VENTRICULAR_DILATATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RIGHT_VENTRICULAR_DILATATION ACTC1 ALG9 CDH2 CITED2 CTNNA3 FNIP1 GATA4 GATA6 IPO8 MYH6 NKX2-5 SCN5A SGCG TBX20 TLL1 TRAPPC11 HP_RIGHT_VENTRICULAR_HYPERTROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RIGHT_VENTRICULAR_HYPERTROPHY ALPK3 ATP13A3 BMPR2 COLQ DYSF FOXF1 GPC3 GPC4 GTPBP3 IPO8 KMT2D LAMB2 LTBP4 MYH7 NKX2-6 NONO NOTCH1 NPHP3 PIGN PLXND1 SELENON SFTPB SGCG SLC25A12 STAMBP TTN VIPAS39 VPS33B HP_RIGIDITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RIGIDITY AARS1 ABCA12 ACTA1 ACTL6B ADAR ADH1C AFG3L2 AP3B2 ARSA ARV1 ARX ASPA ATAD1 ATL1 ATP13A2 ATP1A2 ATP1A3 ATP6AP2 ATP6V1A ATP7B ATXN2 ATXN3 ATXN8OS BRAT1 CACNA1A CACNA1B CACNA2D1 CASK CDK19 CELF2 CHCHD2 CHKA CHMP2B CLN3 CLTC CNKSR2 COASY COQ2 COX11 CP CRYAB CSF1R CTSD CYFIP2 DAB1 DALRD3 DCTN1 DDHD1 DDHD2 DHCR24 DHDDS DNAJC13 DNAJC6 DNM1 EEF1A2 EIF2AK2 EIF4G1 FBXO28 FBXO7 FGF12 FGF13 FGFR1 FMR1 FOXRED1 FRRS1L FTL FZR1 GABBR2 GABRA1 GABRA2 GABRA5 GABRB2 GABRG2 GALC GAMT GBA1 GCDH GCH1 GFAP GIGYF2 GJC2 GLB1 GLRA1 GLRB GLUD2 GPHN GRIN2D HCN1 HLA-DQB1 HTRA1 HTRA2 HTT IFIH1 IMPDH2 INPP5K ITM2B JAM2 JPH3 KCNA2 KCNA4 KCNB1 KCND3 KCNN2 KIF11 KRAS LDHA LNPK LOXL1 LRRK2 LSM11 MAPT MECP2 MECR MICU1 MME MT-ATP6 MT-TT MYO5A NAXE NDUFAF6 NECAP1 NOTCH2NLC NR4A2 NTRK2 NUP54 NUP62 NUS1 OGDH OPA3 PACS2 PANK2 PARK7 PARS2 PCDH19 PDE8B PDGFB PDGFRB PEX16 PINK1 PLA2G6 PLAA PNKD PODXL POLG POLG2 PPP3CA PRKCG PRKN PRNP PRRT2 PSAP PTCD3 PTS RAB39B RANBP2 REEP2 RNASEH2A RNASEH2B RNASEH2C RNU4ATAC RNU7-1 RRM2B RYR1 SAMHD1 SCN1A SCN1B SCN2A SCN3A SCN8A SCN9A SEMA6B SIL1 SLC13A5 SLC19A3 SLC1A2 SLC1A3 SLC20A2 SLC25A4 SLC2A3 SLC30A10 SLC38A3 SLC6A3 SLC6A5 SMPD1 SNCA SNCAIP SPR STUB1 SYNGAP1 SYNJ1 SZT2 TAF1 TBP TH TK2 TMEM240 TRAK1 TREX1 TSPOAP1 TUBB4A TWNK UBA5 UBTF UCHL1 UQCRC1 VPS13C VPS35 WDR45 WWOX YWHAG HP_RIMMED_VACUOLES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RIMMED_VACUOLES ACTA1 ACTN2 ADSS1 ANXA11 CHCHD10 COL12A1 COL6A1 COL6A2 COL6A3 DES DNAJB6 DPM3 DYSF EMD FHL1 GGPS1 GIPC1 GNE HNRNPA1 HNRNPA2B1 HNRNPDL LMNA LRP12 MAP3K20 MATR3 MEGF10 MYH7 NEB NEFH NOTCH2NLC PABPN1 PLIN4 PNPLA2 RILPL1 SIL1 SMN1 SMPX SQSTM1 SYNE1 SYNE2 TCAP TIA1 TMEM43 TNPO3 TTN VCP HP_RING_SCOTOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_RING_SCOTOMA ARSG FLVCR1 HGSNAT RLBP1 RP2 RPGR TRNT1 HP_ROD_CONE_DYSTROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ROD_CONE_DYSTROPHY ABCA4 ABHD12 ACBD5 ACOX1 ADGRV1 AGBL5 AHR AIPL1 ALG6 AMACR AP3B2 APOB ARL2 ARL2BP ARL3 ARL6 ASPA ATP2B2 ATP5F1A ATP5F1D ATP5F1E ATP5MK ATPAF1 ATPAF2 ATXN2 BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCS1L BEST1 CC2D2A CCDC103 CCDC28B CCDC39 CCDC40 CCDC65 CCNO CDH23 CDHR1 CEP290 CERKL CFAP221 CFAP298 CFAP300 CFAP410 CFAP418 CFAP74 CIB2 CLDN19 CLN3 CLRN1 CNGA1 CNGB1 COQ2 CRB1 CRX CTSD CWC27 DHDDS DHX38 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAL1 DPAGT1 DRC1 DYNC2I2 EXOSC2 EYS FAM161A FDXR FLVCR1 FOXJ1 FSCN2 GAS2L2 GAS8 GATA3 GGCX GNAT1 GRK1 GUCA1B HGSNAT HK1 HMX1 HSD17B10 HSPD1 HYDIN IDH3B IFT140 IFT172 IFT27 IFT74 IMPDH1 IMPG2 IQCB1 KIF3B KIF5A KIZ KLHL7 LRAT LRRC56 LZTFL1 MAK MAPKAPK3 MCIDAS MDH2 MERTK MKKS MKS1 MSRB3 MT-ATP6 MT-ATP8 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TK MT-TL1 MT-TV MT-TW MTTP MVK MYO6 MYO7A NDUFA1 NDUFA9 NEK10 NEK2 NME5 NME8 NPHP4 NR2E3 NRL ODAD1 ODAD2 ODAD3 ODAD4 OFD1 PANK2 PCARE PCDH15 PDE6A PDE6B PDE6G PDZD7 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PHYH PMM2 POGZ PPP2R3C PRCD PROM1 PRPF3 PRPF31 PRPF4 PRPF6 PRPF8 PRPH2 PRPS1 RBP3 RDH11 REEP6 RGR RHO RLBP1 ROM1 RP1 RP2 RP9 RPE65 RPGR RPL10 RRM2B RSPH1 RSPH3 RSPH4A RSPH9 SAG SDCCAG8 SEMA4A SH2B1 SLC35A2 SLC7A14 SNRNP200 SPAG1 SPEF2 SRD5A3 STK36 TELO2 TMEM67 TOPORS TRAF3IP1 TRIP13 TRNT1 TTC12 TTC8 TULP1 USH1C USH1G USH2A WARS2 WDR19 WHRN ZMYND10 ZNF408 ZNF513 HP_ROTARY_NYSTAGMUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ROTARY_NYSTAGMUS ACBD5 ALX4 CLN3 ELOVL1 ERLIN2 GFER GJC2 KCNN2 LYST MKS1 MPC1 MPDZ NPHP4 PLP1 PNPO PPP1R21 PPP2R5D RARS1 SLC16A2 SPTBN2 TELO2 TMEM106B TMEM216 HP_ROUND_EAR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ROUND_EAR CEP57 MYH3 NALCN PSMC3 TNNI2 TNNT3 TPM2 HP_ROUND_FACE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ROUND_FACE ACTG2 ADAMTSL2 ADARB1 AFF4 AGO1 AKT1 ALMS1 ANKRD11 ARMC5 B3GLCT BRPF1 CACNA1C CANT1 CENPE CHSY1 COL11A1 COL11A2 COL2A1 COL6A1 COL6A2 COL6A3 CPE CRTAP CSGALNACT1 CTNND2 DIS3L2 DNMT3A ECEL1 EED EIF2S3 EXOC8 EZH2 FBN1 FBXO31 FGD1 FIBP GJA5 GJA8 GNAI3 GNAS HDAC4 HOXD13 HRAS IARS1 ITGA3 KAT5 KDM4B KDM6B KIF15 KMT2A LMNA LMX1B LTBP3 MAPK8IP3 MED13L MRPL12 MRPS28 NEDD4L NEXMIF NRAS NSD1 P3H1 PAM16 PDE11A PDE4D PEX1 PEX2 PEX6 PGAP2 PGAP3 PHIP PIGL PIGO PIGV PIGW PIGY PLCB4 PPP1R15B PRKAR1A PRKAR1B PTEN RBL2 RECQL RNU4ATAC SEMA5A SEPTIN9 SH3BP2 SLC10A7 SLC37A4 SMC1A SPECC1L STX16 STXBP1 SUZ12 TAFAZZIN TECPR2 TMEM67 TOR1A TRAPPC9 TRMT10A TTC26 XYLT1 ZBTB18 ZBTB24 HP_SACCADIC_OSCILLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SACCADIC_OSCILLATION ATP1A2 ATP1A3 CACNA1A CLCN7 FRMD5 GBA1 KIF1B SLC1A3 SLC35A2 SLC6A3 SNX10 TCIRG1 TMEM240 TNFSF11 VPS13D HP_SACCADIC_SMOOTH_PURSUIT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SACCADIC_SMOOTH_PURSUIT ALS2 ANO10 ATN1 ATP2B3 CACNA1A CACNA1G FMR1 GJB1 KCND3 PIK3R5 PMPCA PRDX3 PRKCG RNF170 RUBCN SCYL1 SETX SPG11 STUB1 TMEM106B TMEM240 TPP1 UCHL1 XRCC1 ZFYVE26 HP_SACROCOCCYGEAL_TERATOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SACROCOCCYGEAL_TERATOMA APC2 MNX1 NSD1 SETBP1 SETD2 HP_SAGITTAL_CRANIOSYNOSTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SAGITTAL_CRANIOSYNOSTOSIS ATP6V1B2 CDC45 DNMT3A DPF2 DPH1 DPH2 ERF FGFR2 GLIS3 HNRNPK IFT122 IFT43 IL11RA KRAS RAB23 RECQL4 RNU12 SON SPECC1L TBC1D24 TCF12 TWIST1 WDR19 HP_SANDAL_GAP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SANDAL_GAP ABL1 ADNP AEBP1 ALG12 ARID1A ARID1B ATR ATRIP B3GAT3 BCOR BCR BMP2 BPTF CANT1 CENPE CENPJ CEP152 CHST11 CHST3 CILK1 COL11A2 COL1A2 COX7B CREBBP CRKL CTCF CUL4B DCPS DDX59 DNA2 DPM1 DSP EED EFNB1 EP300 ESCO2 EZH2 FBXO11 FBXW11 FLNA FLNB GALNT2 GATA1 GMNN H4C9 HEATR3 HERC2 IFT43 IFT52 IFT57 IGF1R KAT6A LIG4 LTBP4 MAN2C1 MAPK1 MBD5 MEIS2 MTX2 NAA10 NBAS NBN NSD1 NSUN2 NUP85 NXN PCNT PIEZO2 PIK3CA PLK4 PRKG2 RAI1 RBBP8 RFX7 RHOA ROR2 SALL4 SATB1 SETBP1 SETD5 SLC26A2 SMARCA2 SMARCD2 SMARCE1 SMOC1 SUZ12 SVIL TBX4 TCF20 TNNT3 TRAIP TRIO TRIP12 VPS13B YY1 HP_SARCOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SARCOMA ABCA5 ADA2 AKT1 ANAPC1 ANGPT2 ANTXR2 APC ASPSCR1 ATP6V1B2 AURKA AXIN2 BAP1 BAX BMPR1A BMPR1B BRAF BRD4 BUB1 BUB1B BUB3 CASP10 CCND1 CDC73 CDKN1A CDKN1B CDKN2A CDKN2B CDKN2C CEP57 CHEK2 COL1A1 COL4A5 COL4A6 CTNNB1 DCC DHCR24 DICER1 DLC1 ELMO2 EP300 EPHB4 EWSR1 EXT1 EXT2 FAM20A FAM20C FAS FASLG FGFR3 FH FLCN FLNA FLT4 FOXC2 FOXO1 GATA1 GDF5 GJC2 GNAS GREM1 HEATR3 HRAS IDH1 IDH2 IFNG IL6ST KCNH1 KCNMA1 KCNN3 KEAP1 KIT KLLN KRAS KRT17 LMNA LRP1 MAD1L1 MAP2K1 MC1R MCC MDM2 MEN1 MLH1 MLH3 MSH2 MSH6 MTAP MUTYH NBN NF1 NF2 NOTCH3 NR4A3 NRAS NUTM1 PAX3 PAX7 PDE11A PDGFB PDGFRA PDGFRB PDGFRL PIEZO1 PIK3CA PLA2G2A PLCD1 PRKAR1A PRKCD PRLR PTCH1 PTEN PTH1R PTPN11 PTPN12 PTPRJ RAD54B RASGRP1 RB1 RECQL4 REST RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RSPRY1 SDHA SDHB SDHC SDHD SEC23B SLC22A18 SMARCB1 SMARCE1 SMO SOS1 SPRED1 SPTBN1 SQSTM1 SRC SSX2 SUFU TAF15 TERT TLR2 TP53 TRAF7 TRIP13 TSC1 TSC2 TSR2 USF3 WRN WT1 HP_SCALING_SKIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SCALING_SKIN ADAM17 CARD14 CARMIL2 CASP14 CAST CDSN CHST8 CSTA CYP4F22 DCAF17 DSP EBP EGFR ELOVL4 FLG2 GJA1 GJB2 GJB6 GNB2 IL2RA IL7R KIF11 KIT KRT1 KRT10 KRT74 LDHA LMNA LORICRIN LRBA MBTPS2 MPDU1 NIPAL4 OSMR PKP1 PPP2R3C RASA1 RECQL RIGI RNF168 SAMHD1 SASH1 SERPINB8 SULT2B1 TGM1 TGM5 ZMPSTE24 HP_SCANNING_SPEECH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SCANNING_SPEECH ATXN1 ATXN10 CCDC88C COQ2 CP DAB1 GOSR2 ITPR1 PAX6 PLP1 PNPLA6 SACS SLC25A15 TMEM240 TPP1 HP_SCAPHOCEPHALY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SCAPHOCEPHALY AGO2 ALG14 ARCN1 ASXL3 ATP6V0A2 CNTN1 COL25A1 DPH1 DPH2 ERGIC1 FBN1 FBN2 GLI3 HSD17B4 IDS IFT122 IFT140 IFT43 IL11RA IL6ST KCNJ2 KCNJ5 KIF15 KPTN KRAS NFIX OGDHL PEX19 PRIM1 RFX7 RYR1 SCARF2 SCN4A SCYL2 SOX6 TBC1D7 THUMPD1 TRAIP TWIST1 HP_SCAPULAR_WINGING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SCAPULAR_WINGING ACTA1 ALG14 ALG2 ANO5 ANXA11 ASH1L ATP6V0A2 BAG3 BICD2 BIN1 BRAF C19orf12 CAPN3 CCDC8 COL12A1 COL6A1 COL6A2 COL6A3 COLQ CRPPA CSGALNACT1 CUL7 DNM1L DPAGT1 DSTYK DYSF EMD EMILIN1 EYA1 FBN1 FHL1 FLNA FLNB FLNC FRG1 GDF11 GFPT1 GMPPB GNE GYG1 KBTBD13 KCNJ2 KLHL41 LAMB2 LGI4 LMNA LRIF1 MYBPC1 MYH2 MYH7 MYPN NEB NEFL OBSL1 OPA1 PAX1 PAX3 PLIN4 POGLUT1 POLG POMT2 PRR12 PTPN11 PUS1 PYROXD1 RAF1 RYR1 RYR3 SCN4A SEPTIN9 SGCA SGCB SGCD SGCG SMCHD1 SMPX SPEG SPRED2 SPTLC1 SQSTM1 SYNE1 SYNE2 TGFB3 TK2 TMEM43 TNNT1 TNPO3 TPM2 TPM3 TRIO TRPS1 TRPV4 TTN TWNK VCP VWA1 HP_SCAPULOPERONEAL_AMYOTROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SCAPULOPERONEAL_AMYOTROPHY LMNA MYH7 PLEKHG5 POMT2 TRPV4 HP_SCARRING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SCARRING ABCA4 ADA2 ADAMTS2 ADAMTSL2 AEBP1 AGBL5 AHI1 AHR APC ARHGEF18 ARL2BP ARL3 ARL6 ATP7A B3GALT6 B4GALT7 BBS1 BBS2 BEST1 BTNL2 C1R C1S CA4 CARMIL2 CC2D2A CDHR1 CERKL CFAP418 CFI CHST14 CLDN1 CLRN1 CNGA1 CNGB1 COL12A1 COL17A1 COL1A1 COL1A2 COL3A1 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 COL7A1 CPOX CRB1 CREBBP CRX CTSC CYP26C1 DHDDS DHX38 DSE DST EBP ECM1 EFEMP2 EP300 EPHB4 ERCC1 ERCC4 ERCC6 ERCC8 EYS FAM161A FERMT1 FKBP14 FLNA FSCN2 GATA1 GJB2 GJB6 GUCA1B HGSNAT HLA-A HLA-DRB1 IDH3A IDH3B IFT140 IFT172 IFT88 IKBKG IMPDH1 IMPG1 IMPG2 IPO8 ITGB4 KDF1 KIAA1549 KIZ KLHL7 KRT14 KRT5 LAMA3 LAMB3 LAMC2 LEMD3 LRAT LRP1 LSS MAK MAP3K7 MBTPS2 MERTK MMP1 MPV17 NCAPG2 NCSTN NEK2 NGLY1 NLRP1 NMNAT1 NOTCH3 NPPA NR2E3 NRL NTRK1 OCRL OFD1 PCARE PDE6A PDE6B PDE6G PDGFRB PKP1 PLEC PLOD1 POLA1 POMGNT1 PPOX PRCD PRDM12 PRDM5 PROM1 PRPF3 PRPF31 PRPF4 PRPF6 PRPF8 PRPH2 RBP3 RDH12 REEP6 RGR RHO RHOA RLBP1 ROM1 RP1 RP1L1 RP2 RP9 RPE65 RPGR SAG SCAPER SEMA4A SH3BP2 SIX6 SLC35C1 SLC39A13 SLC7A14 SMAD3 SNRNP200 SPATA7 TFAP2A TGFBI TGFBR1 TGFBR2 TNFRSF11B TNXB TOPORS TTC8 TUB TULP1 UROD UROS USH2A ZFHX2 ZNF408 ZNF469 ZNF513 HP_SCARRING_ALOPECIA_OF_SCALP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SCARRING_ALOPECIA_OF_SCALP CLDN1 COL17A1 EBP GATA1 GJB2 GJB6 ITGB4 KDF1 LAMA3 LAMB3 LAMC2 MBTPS2 PLEC RHOA UROD UROS HP_SCHISTOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SCHISTOCYTOSIS ADAMTS13 CAD CDAN1 CFH CFHR1 CFHR3 KCNN4 KLF1 PIEZO1 SC5D SLC19A1 SLC4A1 TRNT1 HP_SCHIZENCEPHALY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SCHIZENCEPHALY COL4A1 COL4A2 EMX2 EPG5 KIF26A SHH SIX3 TUBB2B WDR62 WNT1 HP_SCHIZOPHRENIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SCHIZOPHRENIA ADGRV1 AMACR APOL2 APOL4 ARSA ARSG ARVCF ATG7 ATP2A2 CAT CDH23 CEP78 CHI3L1 CHRNA7 CIB2 CLRN1 COMT DAOA DNAJC13 DNMT3A DRD3 DSG4 EIF4G1 ESPN FLI1 FTSJ1 GBA1 GIGYF2 GJA5 GJA8 GP1BB HARS1 HIRA HTR2A JMJD1C KRT81 KRT83 KRT86 LRRK2 MED12 MSTO1 MT-TE MT-TS2 MTHFR MYO7A NIPA1 NIPA2 NKX2-1 PCDH15 PDZD7 PRODH PSAP RBM12 RREB1 RTN4R SEC24C SETD1A SHANK3 SLC12A2 SNCA SYN2 TBX1 TUBG1 UFD1 UPF3B USH1C USH1G USH2A VPS35 WFS1 WHRN ZBTB20 ZDHHC9 HP_SCHWANNOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SCHWANNOMA COQ6 HRAS KARS1 LZTR1 MBD4 NF1 NF2 PDE11A PRKAR1A RNF43 SMARCB1 SPRED1 HP_SCLERAL_STAPHYLOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SCLERAL_STAPHYLOMA ARL2 BEST1 CFAP410 HADHA IMPG2 MC1R OCA2 PAX2 PIGT VPS4A HP_SCLEROCORNEA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SCLEROCORNEA B3GALT6 B9D1 B9D2 BMP4 CC2D2A CENPF CEP290 COX7B CPLX1 CSPP1 CTBP1 DHCR7 FGFR1 FIG4 FOXE3 HCCS HMX1 KERA LETM1 MAB21L2 MAPKAPK5 MKS1 NDP NDUFB11 NELFA NSD2 PAX6 PIGG PRDM5 PXDN RAX RPGRIP1 RPGRIP1L SCARF2 SIX6 SLC25A24 SOX2 TBX1 TCTN1 TCTN2 TCTN3 TENM3 TMEM107 TMEM216 TMEM231 TMEM237 TMEM67 TXNDC15 VAC14 HP_SCLERODACTYLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SCLERODACTYLY GJA1 LBR LMNA RSPO1 SMARCAD1 HP_SCLERODERMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SCLERODERMA CLCNKB CRYAB IGHG2 IGKC LBR LEMD3 LMNA PAH SLC12A3 SLC29A3 UROD UROS WRN HP_SCLEROSING_CHOLANGITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SCLEROSING_CHOLANGITIS ABCB4 CD40LG CIITA CLDN1 DCDC2 KIF12 REL RFX5 RFXANK RFXAP HP_SCLEROSIS_OF_FINGER_PHALANX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SCLEROSIS_OF_FINGER_PHALANX EIF2AK3 ERCC6 ERCC8 GJA1 NGLY1 SRCAP TONSL TRPS1 HP_SCLEROSIS_OF_HAND_BONE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SCLEROSIS_OF_HAND_BONE EBP EIF2AK3 ERCC6 ERCC8 GJA1 LEMD3 LMNA NGLY1 SLC34A2 SRCAP TONSL TRPS1 HP_SCLEROSIS_OF_SKULL_BASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SCLEROSIS_OF_SKULL_BASE ACP5 AMER1 ANKH DLK1 FLNA LBR MAP3K7 MEG3 NOTCH3 PTDSS1 RTL1 SETBP1 SIK3 TGFB1 TMEM53 TNFRSF11A HP_SCLEROTIC_VERTEBRAL_ENDPLATES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SCLEROTIC_VERTEBRAL_ENDPLATES CCN6 CLCN7 DMP1 ENPP1 LRRK1 SOST HP_SCOTOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SCOTOMA ABCA4 ACO2 ADGRV1 ARSG ATF6 ATP1A2 BTD C1QTNF5 CACNA1A CACNA1F CDH23 CEP78 CFAP410 CFH CFI CIB2 CLRN1 CNGA3 CNGB3 CNNM4 CRX CYP1B1 CYP4V2 DNAJC30 DNM1L EFEMP1 ELOVL4 ESPN FDXR FLVCR1 GNAT2 HARS1 HGSNAT HKDC1 HLA-A IMPG2 ITM2B KCNV2 MFN2 MFSD8 MT-ATP6 MT-CO1 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MT-TS2 MTRFR MTTP MYO7A MYOC NDUFS2 OPA1 OPA3 PCDH15 PDE6C PDE6H PDZD7 PITPNM3 POC1B PROM1 PRPF3 PRPH2 PRRT2 RAB28 RBP3 RDH5 RHO RLBP1 RP1 RP2 RPGR RTN4IP1 SCN1A SLC25A46 TIMM8A TMEM126A TRNT1 UNC119 USH1C USH1G USH2A WHRN HP_SEA_BLUE_HISTIOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SEA_BLUE_HISTIOCYTOSIS APOE GLB1 NPC1 NPC2 SMPD1 HP_SEBORRHEIC_DERMATITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SEBORRHEIC_DERMATITIS ARVCF BTD C5 CARMIL2 CIB1 COMT GP1BB HIRA HPGD IL7 JMJD1C MCCC2 PIGA PIK3CA RBM8A RREB1 SEC24C SLC39A7 SLCO2A1 TBX1 TKT TMC6 TMC8 TRAF3IP2 UFD1 ZNF750 HP_SECONDARY_AMENORRHEA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SECONDARY_AMENORRHEA ATRX BMP15 BNC1 BPTF BRAF C14orf39 CDH23 CHD7 DIAPH2 DUSP6 EIF2B1 EIF2B2 EIF2B3 EIF2B4 ERAL1 ERCC6 FANCM FGF17 FGF8 FGFR1 FIGLA FOXL2 FSHR GALT GNRH1 GNRHR HAMP HS6ST1 HSF2BP KISS1 KISS1R LARS2 LHB LMNA MRPS22 MSH4 NHLH2 NOBOX NR3C1 NR5A1 NSMF NUP107 PAPSS2 POLG POLR3H PPARG PRKAR1A PROK2 PROKR2 PSMC3IP PSMD12 RCBTB1 RNF216 SPIDR SPRY4 TAC3 TACR3 TBL1X TKT TP53 TP63 USP48 USP8 WDR11 WRN ZSWIM7 HP_SECONDARY_GROWTH_HORMONE_DEFICIENCY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SECONDARY_GROWTH_HORMONE_DEFICIENCY AIP AKT1 BAP1 CDH23 GLI3 MEN1 NF2 PDGFB PIK3CA SMARCB1 SMARCE1 SMO SUFU TERT TRAF7 HP_SECONDARY_MICROCEPHALY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SECONDARY_MICROCEPHALY ACBD5 ACO2 ACTG1 ADAM22 AGTPBP1 ALG1 ALG12 ALG9 AMPD2 ARFGEF2 ARNT2 ASNS ATP10A ATP1A2 ATP5PO ATP6V0A2 ATP6V1A ATP6V1E1 ATP9A BRAT1 C2orf69 CACNA1B CARS2 CASK CC2D1A CCDC88A CDC42 CDC45 CDKL5 CERT1 CHMP1A CLP1 CLPB CLTC CNP COG1 COG2 COG6 COG7 COG8 COQ9 CREBBP CRLS1 CTNNA2 DCX DEGS1 DHFR DIAPH1 DNM1 DOLK DPM1 DPM2 EEF1A2 EFTUD2 EIF2B1 EMC1 EP300 ERCC6 ERCC8 EXOC2 EXOSC3 EXOSC8 EXOSC9 EXTL3 FAR1 FGF12 FOXG1 FOXRED1 FRA10AC1 FTO GABBR2 GABRA5 GABRB2 GLS GLYCTK GOLGA2 GON7 GOT2 GPT2 GRIA2 GRIN2A HIKESHI HNRNPH2 HNRNPR HSPD1 HTRA2 IARS1 IQSEC2 JAM3 KIF5C LAMB2 LGI3 MBD5 MDH1 MECP2 MED17 MFF MFSD2A MGAT2 MICOS13 MPC1 NACC1 NAPB NAT8L NDUFA11 NDUFS1 NEXMIF NGLY1 NTNG1 NTRK2 OCA2 PAFAH1B1 PARS2 PCDH12 PCLO PIGA PLAA PLEKHG2 PLPBP PMPCB PNKP PNPO POMK PPP1R12A PPT1 PRORP PSAT1 PTRH2 PUF60 PUS3 PYCR2 QARS1 RAB18 RAB3GAP2 RARS2 RNASEH2A RNASEH2C RNF113A RUSC2 SATB1 SCN1A SCN8A SDHD SEPSECS SLC12A5 SLC18A2 SLC1A4 SLC25A12 SLC25A22 SLC25A46 SLC2A1 SLC39A14 SMC1A SMC3 SMPD4 SNAP29 SNRPN SPTAN1 STAMBP TAF2 TBC1D20 TBC1D24 TBCD TCF4 TMEM165 TOE1 TRAPPC12 TRAPPC2L TRAPPC6B TRAPPC9 TREX1 TRIO TSEN15 TSEN2 TSEN34 TSEN54 TUBGCP2 UBA5 UBE3A UBTF UFC1 VARS1 VPS11 VPS50 VPS53 VRK1 WARS1 WDR37 WDR73 WWOX YRDC ZEB2 ZNHIT3 ZSWIM6 HP_SECOND_DEGREE_ATRIOVENTRICULAR_BLOCK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SECOND_DEGREE_ATRIOVENTRICULAR_BLOCK BVES CACNA1D CACNA1S CALM1 CALM2 CALM3 CDC45 GABRA3 KCNJ18 LAMP2 LARS2 LMNA NPPA SCN5A VEZF1 HP_SECOND_TRIMESTER_ONSET https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SECOND_TRIMESTER_ONSET ACTA1 ADGRG6 ALPK3 B4GAT1 BICD2 BMPER CCDC88C COASY COL2A1 CREB3L1 ERCC5 FGFR3 FH GFRA1 GRIP1 IARS1 KIF14 KMT2D L1CAM MDFIC MKS1 MYRF NDUFB7 NEK8 NUP88 PLXND1 RECQL4 RMRP ROBO1 SCN4A SCN5A SIN3A SLC25A19 STRA6 TBXT TCTN3 THSD1 TRIP11 TXNDC15 WT1 HP_SECRETORY_DIARRHEA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SECRETORY_DIARRHEA ACSL5 DEF6 EGFR EPCAM FOXP3 NLRC4 PERCC1 PLVAP SLC26A3 SLC9A3 SLCO2A1 SPINT2 STX3 UNC45A HP_SECUNDUM_ATRIAL_SEPTAL_DEFECT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SECUNDUM_ATRIAL_SEPTAL_DEFECT ACTC1 ADK ATIC ATP2B1 ATP9A BUB1 CHD7 COG7 DOHH G6PC3 GATA6 GDF1 GET3 H4C3 H4C9 HEATR3 IDH1 KAT6A KDM5B MEIS2 METTL5 MYH6 NAA10 NF1 NKX2-5 NR2F2 PGAP1 POLR3A PRDM13 PRRX1 PTF1A RPL11 SH3PXD2B SHMT2 STK4 TBX5 TRIP4 TTC26 USP18 ZNF668 HP_SEESAW_NYSTAGMUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SEESAW_NYSTAGMUS ATP1A2 CACNA1A CLTCL1 PRRT2 SCN1A TMEM231 HP_SEGMENTAL_PERIPHERAL_DEMYELINATION_REMYELINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SEGMENTAL_PERIPHERAL_DEMYELINATION_REMYELINATION DNM2 EGR2 GBF1 LITAF MPZ MT-ATP6 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TK MT-TL1 MT-TV MT-TW NDRG1 NEFL PMP22 PRPS1 PRX SBF2 HP_SEIZURE_PRECIPITATED_BY_FEBRILE_INFECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SEIZURE_PRECIPITATED_BY_FEBRILE_INFECTION AASS ABHD16A ACADM ADGRV1 ADORA2A AGO1 ALDH4A1 AMFR AP2M1 AP4S1 APP ARX ASXL2 ATP1A2 ATP6V1A AUH CACNA1A CACNA1H CACNB4 CAMK2A CASK CDKL5 CEP85L CHD2 CILK1 CLCN2 CNKSR2 COG4 CPA6 CPLX1 DEPDC5 DMXL2 DNMT3A DPP9 DPYD DTYMK DYRK1A EFHC1 EMC10 ERLIN2 FAR1 FBXO28 GABRA1 GABRA3 GABRB3 GABRD GABRG2 GALC GAMT GLS GNAO1 GNB1 GPT2 GRIA2 GRIN1 GRIN2A GRM7 HCN1 HCN2 HERC2 HNRNPR HS6ST2 JRK KCNA1 KCNA2 KCNJ6 KCNQ2 KCNQ3 KCTD7 KMT5B LMNB1 MAF MBD5 MBOAT7 MT-TK MVK NEUROD2 NEXMIF NFIX NPRL2 NPRL3 PCDH19 PDE2A PEPD PGAP2 PIGP PIGQ PNKP POGZ PRRT2 PTH1R RFX7 RNU12 RPL10 RSRC1 SATB2 SCN1A SCN1B SCN2A SCN3A SCN8A SCN9A SDHB SEPSECS SETBP1 SETD5 SIK1 SLC12A5 SLC13A3 SLC25A12 SLC25A22 SLC2A1 SLC32A1 SLC35C1 SLC44A1 SLC6A1 SPTBN1 SRPX2 STX1B SYNGAP1 TBC1D24 TBCD THUMPD1 TRIM8 TRIT1 TSEN15 TSEN2 TSEN34 TSEN54 VPS11 WAC WDR11 WDR26 HP_SELECTIVE_TOOTH_AGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SELECTIVE_TOOTH_AGENESIS ARHGAP29 ARHGEF38 ATP6V1B2 ATR AXIN2 B3GLCT BCOR BLM BMP4 CDC42BPB CDH1 CDH11 CDH3 CEP152 COBLL1 DDX59 DLG1 DLX3 DLX4 EDA EDARADD EIF4A3 ERCC3 FGF3 FGFR1 FLNA GJA1 GLI2 GREM2 IRF6 LRP6 MSX1 NAA10 NECTIN1 NEK1 PAX9 PDGFRA RIC1 RIPK4 SUMO1 TCF12 TGFA TP63 WNT10A WNT10B HP_SELF_BITING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SELF_BITING ATP1A1 CEP104 DNM1L FMR1 NEXMIF NTRK1 PIDD1 RFX7 SYT1 HP_SELF_INJURIOUS_BEHAVIOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SELF_INJURIOUS_BEHAVIOR ABCA12 ADSL ALDH5A1 ALG13 ALG14 AP1G1 AP1S2 ARX ASXL3 ATG7 ATP1A1 ATP6V0A1 ATRX AUH BCL11A BCOR C12orf57 CAMK2G CASK CASZ1 CDC42BPB CDH2 CDKL5 CEP104 CEP152 CHD5 CHD7 CHKA CLCN3 CLCN4 CLTCL1 CNTNAP2 CRB1 CRBN CREBBP CTNNB1 DCHS1 DEAF1 DHCR7 DMXL2 DNM1 DNM1L DPAGT1 DPYD EEF1A2 EHMT1 ELP2 EP300 FAT4 FBXW11 FLII FMR1 FOXP1 GABBR2 GABRD GAMT GATAD2B GJA5 GJA8 GJB2 GLS GNAO1 GRIA1 GRIA2 GRIA3 GRIN1 GRM7 GUCY2D H4C5 HDAC4 HDC HECW2 HERC2 HNRNPH2 HPRT1 HSPG2 HTR2A IFNG INPP5E IQSEC2 KARS1 KAT5 KCNA1 KCNAB2 KIF15 KIF5C KMT2C KMT2E KPTN LARP7 LUZP1 MADD MAGEL2 MAOA MAPK1 MBD5 MGAT2 MKRN3 MMP23B MYT1L NAA10 NALCN NAT8L NDE1 NDN NDP NDST1 NEUROD2 NEXMIF NFIX NIPA1 NIPA2 NIPBL NMNAT1 NPAP1 NRCAM NTNG2 NTRK1 OCA2 OCRL ODC1 OPHN1 PAH PDPN PIDD1 PIGF PIGP PIGQ PNKP POGZ PPP2CA PRDM16 PRKCZ PWAR1 PWRN1 RAI1 RBL2 RERE RFX7 RHOBTB2 RLIM RNU7-1 RPE65 RPL10 RPS6KA3 RTTN SATB2 SCN1B SCN2A SETBP1 SHANK3 SHQ1 SIK1 SIM1 SKI SLC1A4 SLC25A22 SLC32A1 SLC6A17 SLC6A4 SLC6A8 SLITRK1 SMARCC2 SMG8 SNORD115-1 SNORD116-1 SNRPN SOX5 SPATA5 SPEN SPOP SVBP SYT1 TAOK1 TBC1D23 TCF4 THOC2 TKT TMCO1 TMEM147 TMEM231 TREX1 TRIM8 TRIO TSC1 TSC2 TUBG1 TULP1 UBE2A UBE4B UNC80 USP7 VAMP2 VPS13A WAC WASF1 WASHC4 WDR62 ZBTB20 HP_SELF_MUTILATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SELF_MUTILATION ADSL ALG13 ATG7 AUH BCOR C12orf57 CAMK2G CHD7 CLTCL1 CNTNAP2 CREBBP CTNNB1 DHCR7 DPYD EP300 GATAD2B GRIA3 GRM7 H4C5 HDC HERC2 HPRT1 INPP5E LARP7 MADD MGAT2 MYT1L NAA10 NAT8L NDE1 NTRK1 OPHN1 PAH RAI1 RNU7-1 SATB2 SLC6A17 SLC6A8 SLITRK1 SMG8 SYT1 THOC2 TMCO1 TMEM231 TREX1 TRIO VPS13A WDR62 HP_SEMILOBAR_HOLOPROSENCEPHALY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SEMILOBAR_HOLOPROSENCEPHALY CNOT1 FGFR1 PTCH1 SEC31A SIX3 SMC1A STAG2 TGIF1 ZIC2 HP_SENILE_PLAQUES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SENILE_PLAQUES ABCA7 APOE CHMP2B GRN MAPT PRNP PSEN1 PSEN2 TMEM106B TREM2 VCP HP_SENSORIMOTOR_NEUROPATHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SENSORIMOTOR_NEUROPATHY ABCD1 ABHD12 AFG3L2 AHCY AIFM1 AMACR ATP1A1 B2M B4GALNT1 CLCF1 CLP1 COA3 COA8 DHH DNAJC3 DNM1L EMILIN1 FDX2 GALC GBA2 GDAP1 GET4 GJB1 HADHA HADHB HSD17B4 IARS2 IFRD1 IGHMBP2 KIF1A KIF5A LAMA2 LIG3 LITAF MCM3AP MME MPV17 MPZ MRE11 MT-ATP6 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TK MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW NEFH NEFL NGLY1 OPA1 PDK3 PDYN PEX6 PEX7 PHYH PIGB PIK3R5 PLA2G6 PMP22 PNKP POLG PPP2R2B PSAP RAB7A RFC1 RNASEH1 RPIA RRM2B SACS SCO2 SCYL1 SETX SH3TC2 SLC25A46 SLC30A10 SLC52A2 SPG11 SPTLC2 TDP1 TFG TYMP UCHL1 VCP VPS13D VPS41 VRK1 XRCC1 HP_SENSORY_ATAXIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SENSORY_ATAXIA AARS1 DNAJC3 EGR2 FLVCR1 GPI KPNA3 MPZ NAGLU PIEZO2 PMP22 POLG PRX RNF170 SH3TC2 TWNK UCHL1 HP_SENSORY_AXONAL_NEUROPATHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SENSORY_AXONAL_NEUROPATHY ACOX1 AIFM1 ATL3 ATP13A2 CAPN1 CCT5 COX20 CTSD DGUOK DHX16 FGF14 FXN GAN GJC2 HEXB HINT1 HNRNPA1 HNRNPA2B1 KLC2 LMNA MFN2 MORC2 NEFH OPA1 PIEZO2 PLD3 PLEKHG4 POLG PRICKLE1 SAMD9L SHMT2 SYNE1 TK2 TWNK VCP XRCC4 HP_SENSORY_BEHAVIORAL_ABNORMALITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SENSORY_BEHAVIORAL_ABNORMALITY AARS1 ABCA4 ADAM9 AFG3L2 AGBL5 AHI1 AHR AHSG AIPL1 AIRE ALDH3A2 ALMS1 ANTXR1 AP1B1 AP3B1 AP3D1 ARHGEF18 ARL2BP ARL3 ARL6 ATF6 ATP10A ATXN7 AUTS2 BAZ1B BBS1 BBS2 BCL7B BEST1 BLOC1S5 BUD23 C1QTNF5 C4A CA4 CABP4 CACNA1F CACNA2D4 CARS1 CC2D2A CCR1 CDHR1 CEP250 CEP78 CERKL CFAP410 CFAP418 CFH CFI CHMP2B CHST6 CLCC1 CLIP2 CLRN1 CLTRN CNGA1 CNGA3 CNGB1 CNGB3 CNNM4 COL17A1 COL4A1 COL8A2 CRB1 CREBBP CRLS1 CRX CRYGC CST6 CTNS DCN DCT DCTN1 DDB2 DEAF1 DHDDS DHX38 DKK1 DNAJC30 DRAM2 EDNRA EFEMP1 EIF4H ELN ELOVL1 ELOVL4 EP300 EPCAM ERAP1 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ESR1 EYS FAM161A FAS FKBP6 FLII FOXC2 FSCN2 GALC GAN GJA1 GJB2 GJB6 GM2A GNAT2 GNB3 GPR143 GRHL2 GRN GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GUCA1A GUCA1B GUCY2D GUSB HADHA HARS1 HEXB HGSNAT HK1 HLA-A HLA-B HLA-DRB1 HPS1 HPS6 IDH3A IDH3B IFNGR1 IFT140 IFT172 IFT88 IKZF1 IL10 IL12A IL12A-AS1 IL23R IMPDH1 IMPG1 IMPG2 INPP5E IQSEC2 ITGB6 ITM2B KCNJ13 KCNV2 KIAA1549 KIZ KLHL7 KLRC4 KRT12 KRT14 KRT3 KRT5 LCA5 LIMK1 LRAT LRMDA LSS LTBP2 LYST MAK MAPT MBTPS2 MC1R MCOLN1 MEFV MERTK METTL27 MFF MFRP MLXIPL MPLKIP NCF1 NEK2 NLRP1 NLRP3 NMNAT1 NOD2 NOTCH2NLC NR2E3 NRL OCA2 OFD1 OPN1LW OPN1MW OPN1SW OVOL2 PCARE PCNA PDE6A PDE6B PDE6C PDE6G PDE6H PERCC1 PIKFYVE PITPNM3 PLCD1 PNPLA6 POC1B POLA1 POLH POMGNT1 PPM1D PRCD PRKAR1B PRNP PROM1 PRPF3 PRPF31 PRPF4 PRPF6 PRPF8 PRPH2 PSAP PSEN1 RAB28 RAI1 RAX2 RBP3 RDH12 RDH5 REEP6 RFC2 RFX7 RGR RGS9 RGS9BP RHO RIMS1 RIMS2 RLBP1 RNF113A ROM1 RP1 RP1L1 RP2 RP9 RPE65 RPGR RPGRIP1 RTN4IP1 SAG SCAPER SCN1A SEMA4A SHANK3 SLC1A3 SLC24A5 SLC39A4 SLC45A2 SLC6A19 SLC7A14 SNRNP200 SNRPN SPATA7 SQSTM1 SREBF1 ST14 STAT4 STX1A TACSTD2 TARS1 TAT TBL2 TGFBI TIMM8A TLCD3B TLR4 TMEM106B TMEM270 TNF TOPORS TP63 TRANK1 TREM2 TRIO TTC8 TTLL5 TUB TUBB4B TULP1 TYR UBAC2 UBE3A UNC119 USH2A VCP VPS37D VSX1 WDR45 WNT10A XPA XPC ZEB1 ZNF408 ZNF513 HP_SENSORY_NEUROPATHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SENSORY_NEUROPATHY ACOX1 AIFM1 ALAD ALS2 AMACR AR ARL6IP1 ATL1 ATL3 ATP13A2 ATXN8OS CACNA1A CAPN1 CCT5 CLCN6 COMP COX20 CRAT CTDP1 CTLA4 CTSD DGUOK DHH DHX16 DKK1 DMD DNASE1L3 DNMT1 DST ERLIN2 FGF14 FXN GAN GJB1 GJC2 GSN HADHA HADHB HEXB HINT1 HK1 HLA-DPA1 HLA-DPB1 HNRNPA1 HNRNPA2B1 IARS2 IBA57 KLC2 LMNA LYST MFN2 MORC2 MT-ATP6 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW NAGA NEFH NF2 OPA1 PEX1 PEX6 PIEZO2 PLD3 PLEKHG4 PLP1 PNPT1 POLG PRICKLE1 PRPS1 PRTN3 PTPN22 RAB7A RAI1 REPS1 RNF170 RNU7-1 SAMD9L SHMT2 SLC12A6 SPG11 SPTLC1 SPTLC2 SYNE1 TDP1 TFG TGFB1 TIMM8A TK2 TNXB TOP3A TRPV4 TTPA TWNK VCP VPS13A XRCC4 HP_SENSORY_SEEKING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SENSORY_SEEKING ATP10A CHMP2B CRB1 CRLS1 DCTN1 GRN GUCY2D MAPT NMNAT1 PRKAR1B PRNP PSEN1 RAI1 RFX7 RPE65 SHANK3 SNRPN SQSTM1 TMEM106B TREM2 TULP1 UBE3A VCP HP_SEPSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SEPSIS ABCA12 ABCA3 ABCD1 ACTG2 ADA AK2 ALG1 ALG12 ALOX12B ALOXE3 AP1S3 APC ASPRV1 ATP7A BLNK BTK C1QB CD27 CD40LG CD79A CD79B CHD7 COG4 COX8A CTCF CTLA4 CTNNB1 CXCR4 CYBA CYBB CYBC1 CYP4F22 DCLRE1C DEF6 DNAJC21 ECE1 EDN3 EDNRB EFL1 ELANE ERBB2 ERBB3 FCGR3B FERMT3 FOCAD FOXP3 G6PC3 GALM GALT GDNF GJB2 GJB6 HLA-B HMOX1 HYOU1 IDH1 IGHG2 IGHM IGKC IGLL1 IKZF1 IL2RG IL36RN IL7R KRT14 KRT5 LAMA3 LAMB3 LAMC2 LIG4 LIPN LMOD1 LRBA LRRC8A MMUT MNX1 MRTFA MYD88 MYH11 MYLK NCF1 NCF2 NCF4 NFKB2 NIPAL4 NRTN PEX19 PGM3 PIK3R1 PKP1 RAC2 RAG1 RAG2 RET RMRP RNF13 SAMD9 SASH3 SBDS SDR9C7 SEMA3C SEMA3D SERAC1 SFTPB SFTPC SLC39A7 SMARCD2 SMO SPI1 SPINK5 SREBF1 SRP54 STK4 SULT2B1 TCF3 TFRC TGM1 TREX1 VPS33A WAS WIPF1 YARS1 HP_SEPTATE_VAGINA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SEPTATE_VAGINA BCOR CCNQ DHCR7 GATA3 HOXA13 INTU MKKS MNX1 TP63 UBR1 WT1 ZEB2 HP_SEPTIC_ARTHRITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SEPTIC_ARTHRITIS BTK C2orf69 CFI MTHFD1 MYD88 NGF NTRK1 HP_SEPTO_OPTIC_DYSPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SEPTO_OPTIC_DYSPLASIA ARNT2 CDC42BPB CDON FGFR1 FOXA2 GLI2 GPR161 HESX1 LHX4 OTX2 POU1F1 PROKR2 PROP1 ROBO1 RSPO2 SOX2 SOX3 STAG2 WDR11 WNT3 HP_SEROSITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SEROSITIS ACTN4 ANKFY1 ANLN APOL1 ARHGAP24 ARHGDIA BANK1 BLK BRCA1 C4A C4B CALR CCR1 CD2AP CDC45 CFB COL4A3 COQ8B CR2 CRB2 CTLA4 DAAM2 DNASE1 ELANE EMP2 ERAP1 ETS1 F5 FAS FCGR2A FCGR2B FCGR3B FOCAD GAPVD1 HBA1 HBA2 HLA-B HLA-DPA1 HLA-DPB1 HLA-DRB1 IFNGR1 IGHG1 IL10 IL12A IL12A-AS1 IL23R IL6 INF2 IRAK1 IRF4 IRF5 ITGAM JAK2 JAZF1 KIAA0319L KLRC4 LACC1 LCK MAF MAGI2 MECP2 MEFV MIF MVK MYH11 MYO1E NOD2 NPHS1 NPHS2 NUP107 NUP133 NUP160 NUP205 NUP37 NUP85 NUP93 P4HA2 PAX2 PDCD1 PLCE1 PMM2 PRG4 PRTN3 PTPN22 PTPRO PXK RNU7-1 SPP1 STAT4 TBC1D8B TLR4 TLR7 TNFAIP3 TNFRSF1A TNFSF4 TNIP1 TREX1 TRPC6 UBAC2 UBE2L3 WT1 HP_SERTOLI_CELL_NEOPLASM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SERTOLI_CELL_NEOPLASM DICER1 KEAP1 PDE11A PRKAR1A STK11 HP_SEVERELY_REDUCED_LEFT_VENTRICULAR_EJECTION_FRACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SEVERELY_REDUCED_LEFT_VENTRICULAR_EJECTION_FRACTION BAG5 DSG2 GTPBP3 LAMP2 LMOD2 MYH6 PSEN1 TNNI3 TTN HP_SEVERELY_REDUCED_VISUAL_ACUITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SEVERELY_REDUCED_VISUAL_ACUITY AIPL1 ALG3 C1QTNF5 CACNA1F CEP290 CHST6 CNGB3 CRB1 CRX CTNNB1 CYP4V2 FZD4 GDF6 GUCY2D HPS1 IFT140 IMPDH1 IQCB1 KCNJ13 LCA5 LRAT LRP5 NDP NHS NMNAT1 NPHP4 OFD1 OSTM1 PCYT1A PROM1 RD3 RDH12 RPE65 RPGRIP1 SPATA7 STX3 TIMP3 TSPAN12 TUBB4B TULP1 USP45 WFS1 ZNF408 ZNF513 HP_SEVERE_B_LYMPHOCYTOPENIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SEVERE_B_LYMPHOCYTOPENIA ADA DCLRE1C NFKB2 PRIM1 RAG1 RAG2 HP_SEVERE_COMBINED_IMMUNODEFICIENCY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SEVERE_COMBINED_IMMUNODEFICIENCY ADA AK2 BCL11B CD3D CHD7 DCLRE1C EXTL3 IL2RG IL7R JAK3 LIG4 MTHFD1 PGM3 PI4KA PNP PRKDC RAG1 RAG2 RMRP TTC7A XRCC4 HP_SEVERE_CYTOMEGALOVIRUS_INFECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SEVERE_CYTOMEGALOVIRUS_INFECTION CARD11 DEF6 IKBKG IL2RB LAT MAGT1 MCM10 PIK3CD PIK3R1 PTEN REL TPP2 HP_SEVERE_DEMYELINATION_OF_THE_WHITE_MATTER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SEVERE_DEMYELINATION_OF_THE_WHITE_MATTER L2HGDH MMACHC PIGG PPP1R15B PRPS1 PYCR2 TRMT10A HP_SEVERE_EPSTEIN_BARR_VIRUS_INFECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SEVERE_EPSTEIN_BARR_VIRUS_INFECTION DNASE2 PIK3CD PIK3R1 PTEN SH2D1A XIAP HP_SEVERE_EXPRESSIVE_LANGUAGE_DELAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SEVERE_EXPRESSIVE_LANGUAGE_DELAY ARID1B ASXL1 DPYD EHMT1 GRIA3 HERC1 KMT2C POGZ RSPRY1 SH2B1 SPATA5 TAF1 HP_SEVERE_FAILURE_TO_THRIVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SEVERE_FAILURE_TO_THRIVE ASXL1 BSND CENPJ CLCNKA CLCNKB ERCC6 FIG4 HYMAI INSR LMNA NALCN PEX7 PRPS1 RTTN UNC80 VAC14 ZFP57 ZMPSTE24 HP_SEVERE_GLOBAL_DEVELOPMENTAL_DELAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SEVERE_GLOBAL_DEVELOPMENTAL_DELAY ABCC6 ACO2 ACOX1 ACTL6B ADAR ADK ADNP ADSL ALG1 ALG12 ALG2 AP3D1 ARNT2 ARX ASNS ASXL3 ATPAF2 BUB1B C18orf32 CACNA1I CASK CCDC47 CDKL5 CHKA CLTCL1 COG8 COPB2 CTNNA2 CTNND2 CYB5A CYB5R3 DAG1 DALRD3 DEAF1 DEGS1 DENND5A DLK1 DNM1 DOCK6 DPM1 DPYD DPYSL5 DYM DYNC1I2 DYRK1A ECHS1 EIF2S3 EMG1 ENPP1 ERCC1 ERCC2 ERCC5 ERCC6 EXOC2 EXOC8 EXTL3 FBXL4 FGF13 FGFR3 FIG4 FOXA2 FOXP2 FTO FUT8 FZR1 GABBR2 GABRA2 GABRG2 GAMT GEMIN4 GFM2 GLI2 GLUL GLYCTK GNPTAB GPHN GRIN1 GRM1 GRM7 GSX2 GTPBP2 H4C5 HESX1 INSR INTS1 JAG1 KARS1 KATNB1 KCNC2 KCNH1 KCNJ6 KDM5B KIF15 KMT2B LAMB1 LHX4 LSM11 MADD MAPKAPK5 MECP2 MED25 MEG3 MEIS2 MGAT2 MN1 MPDU1 MT-ATP6 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TK MT-TL1 MT-TT MT-TV MT-TW MTRR NAA10 NDE1 NDUFA8 NEXMIF NIN NKX6-2 NTNG1 NTRK2 OGDHL OTX2 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PHACTR1 PHGDH PIGG PIGN PIGS PIGU PIGW PLCB3 POLRMT POMGNT1 POMK POU1F1 PPP1R21 PRIM1 PRMT7 PROP1 PRORP PSMC3 PURA PYCR2 RAB3GAP2 RALGAPA1 RBL2 RELN RNASEH2A RNASEH2C RNASET2 RNF2 RPS6KA3 RTL1 RTTN SATB2 SCN2A SEMA5A SEPSECS SLC16A2 SLC25A19 SLC25A46 SLC30A9 SLC33A1 SLC9A6 SMC1A SNIP1 SNX14 ST3GAL3 STAMBP STRADA STXBP1 SUCLA2 SYT1 TAF8 TANGO2 TBC1D2B TBCK TBL1XR1 TBR1 TELO2 TRAPPC12 TRAPPC2L TRIM8 TSEN15 TSEN2 TSEN34 TSEN54 TTC26 TUBA8 TUBB2A TUBB3 TXN2 UGDH UGP2 UNC80 VPS11 VPS35L VPS4A VPS50 VPS51 VPS53 WDR26 WDR62 YY1 ZNF335 ZPR1 HP_SEVERE_HEARING_IMPAIRMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SEVERE_HEARING_IMPAIRMENT ALMS1 ATP6V1B2 BRAF CHSY1 COL1A2 GJB2 GJB6 GPSM2 KMT2D PTPN11 RAF1 TK2 TRIOBP VSX1 HP_SEVERE_INFECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SEVERE_INFECTION ADORA2A BCL11A BLM CARD11 CD247 CD27 CD3D CD3E CD40LG CD70 CTPS1 CXCR2 DBR1 DEF6 DNASE2 DOCK2 ELANE FCGR3A FCGR3B FOXP3 HBB HBG1 HBG2 HYOU1 IGHG2 IGKC IKBKG IKZF3 IL2RA IL2RB IL7 IL7R IRF3 IRF7 ISG15 ITK KLF1 LAT MAGT1 MCM10 MECP2 NCKAP1L NFKBIA PGM3 PIK3CD PIK3R1 PRKCD PRPS1 PTEN RAC2 RAG1 RAG2 REL SASH3 SH2D1A SNORA31 STAT1 STAT2 STK4 TBK1 TET2 TGFB1 TICAM1 TLR3 TLR7 TMC8 TNFRSF9 TOM1 TPP2 TRAC TRAF3 UNC93B1 XIAP ZNFX1 HP_SEVERE_INTRAUTERINE_GROWTH_RETARDATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SEVERE_INTRAUTERINE_GROWTH_RETARDATION CEP57 EMG1 ESCO2 GRB10 H19 IGF1 IGF2 INSR NIN POLR3A PTF1A RECQL4 TBCE UBR1 HP_SEVERE_LACTIC_ACIDOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SEVERE_LACTIC_ACIDOSIS BCS1L COX16 LRPPRC MT-TE MT-TT NDUFS2 NDUFS4 PDHA1 RRM2B SLC25A26 SLC25A4 TRMU TSFM UQCC3 HP_SEVERE_MUSCULAR_HYPOTONIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SEVERE_MUSCULAR_HYPOTONIA ACTA1 AIFM1 ALG14 ASCC1 B3GALNT2 B4GAT1 BICD2 BMP4 CARS2 CCDC174 DMXL2 DOLK DPM2 FKBP14 FKRP FKTN GCDH GCH1 GPT2 GRIN1 IBA57 ITPA KIF1A KLHL40 KLHL41 LARGE1 LMOD3 MPLKIP MPZ MTM1 MYMK NDUFS6 NEB PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PGAP2 PIGG PIGN PNPT1 POMGNT1 POMT1 POMT2 PURA RMND1 SLC25A1 SLC25A12 SLC39A8 SNRPN SPTBN4 STRADA TBC1D24 TBCK TPM3 TRIP4 UBA1 VAMP1 ZNHIT3 HP_SEVERE_PHOTOSENSITIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SEVERE_PHOTOSENSITIVITY DHCR7 EPM2A GATA1 NHLRC1 UROD UROS HP_SEVERE_PLATYSPONDYLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SEVERE_PLATYSPONDYLY COL2A1 EXTL3 FGFR3 INPPL1 LRP5 PAM16 PCYT1A HP_SEVERE_POSTNATAL_GROWTH_RETARDATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SEVERE_POSTNATAL_GROWTH_RETARDATION ANKRD55 BLM BRD4 CD247 CPLX1 CTBP1 EBP EMG1 ERCC8 FGFRL1 GATA3 GNPTAB HDAC8 IGF1 IL2RA IL2RB INSR LETM1 LHX4 NIN NIPBL NSD2 POU1F1 PPP1R15B PRIM1 PTPN2 PTPN22 RAD21 RNU4ATAC RPL10 RYR1 SHPK SMC1A SMC3 STAT4 TBC1D20 TRMT10A TSHB WFS1 HP_SEVERE_SHORT_LIMB_DWARFISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SEVERE_SHORT_LIMB_DWARFISM FLNB GDF5 LBR NSMCE2 XRCC4 HP_SEVERE_SHORT_STATURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SEVERE_SHORT_STATURE ADAMTS2 ADAMTSL2 AMER1 ANTXR2 ATP11A B3GALT6 BRF1 CANT1 CDC45 CDC6 CDT1 CENPJ CENPT CKAP2L COL1A1 COL1A2 COL2A1 COMP COX7B CRIPT CSGALNACT1 CTSA DDRGK1 DHCR24 DLL3 DLX5 DNMT3A DVL1 DVL3 DYM EFEMP2 EPRS1 ERCC4 ERCC6 ESCO2 FAM111A FBLN5 FBN1 FGFR1 FGFR3 FLNB FZD2 GH1 GHR GHRHR GLB1 GMNN GORAB GUSB HCCS HHAT HSPA9 HSPG2 IDS IGF1R INPP5K INPPL1 KAT6B KIF11 LARP7 LTBP1 LTBP3 LYSET MAP3K7 MBTPS2 MESP2 NDUFB11 NEPRO NIN NSMCE2 OBSL1 ORC1 ORC4 ORC6 PCYT1A PEX7 PIEZO2 PIK3R1 PNPLA6 POLE PTCD3 PTDSS1 PTH1R PYCR1 RECQL4 RMRP RNU4ATAC RPL13 RTTN SALL4 SDHA SDHAF1 SDHB SDHD SGMS2 SHOX SIL1 SLC26A2 SMAD4 SMARCA2 STAT5B STRA6 TBX6 TCTN3 TRIP11 TRPV4 WNT5A XYLT1 HP_SEVERE_TEMPER_TANTRUMS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SEVERE_TEMPER_TANTRUMS DPF2 GNAI1 RSRC1 SCN8A TACO1 WARS2 HP_SEVERE_VARICELLA_ZOSTER_INFECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SEVERE_VARICELLA_ZOSTER_INFECTION BLM CD27 CD70 CTPS1 DOCK2 FCGR3A IL2RA MAGT1 PGM3 PIK3CD PIK3R1 PTEN RAC2 SASH3 TGFB1 TRAC HP_SEVERE_VIRAL_INFECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SEVERE_VIRAL_INFECTION ADORA2A BLM CARD11 CD27 CD3D CD70 CTPS1 DEF6 DNASE2 DOCK2 FCGR3A IKBKG IL2RA IL2RB IRF7 ISG15 LAT MAGT1 MCM10 NFKBIA PGM3 PIK3CD PIK3R1 PTEN RAC2 REL SASH3 SH2D1A STAT2 TGFB1 TLR7 TPP2 TRAC XIAP ZNFX1 HP_SEX_REVERSAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SEX_REVERSAL AKR1C2 AKR1C4 CBX2 CILK1 CYP11A1 DHH MAP3K1 NR0B1 NR5A1 RSPO1 SOX9 SRY WNT4 ZFPM2 HP_SHAGREEN_PATCH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SHAGREEN_PATCH IFNG PTEN SLC25A24 TSC1 TSC2 HP_SHALLOW_ACETABULAR_FOSSAE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SHALLOW_ACETABULAR_FOSSAE COG1 GATA1 GNPTAB HOXA11 IFIH1 RAB23 RNU4ATAC SMARCAL1 TBX4 TONSL UFSP2 HP_SHALLOW_ANTERIOR_CHAMBER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SHALLOW_ANTERIOR_CHAMBER ADAMTS10 ADAMTS17 ANTXR1 ASPH ATOH7 FBN1 FZD4 LTBP2 NDP PGAP2 PGAP3 PIGL PIGO PIGV PIGW PIGY RAB18 TSPAN12 HP_SHAWL_SCROTUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SHAWL_SCROTUM ATRX CREBBP DYRK1A EFNB1 EP300 FGD1 HNF1B LAMA5 LHX1 MED12 MEGF8 METTL23 MID1 NEXMIF ORC1 PSMD12 PTRH2 SAMD9 SPECC1L TBX3 TBX4 TMCO1 TWIST2 HP_SHIELD_CHEST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SHIELD_CHEST BRAF CHST3 DYM FUCA1 IDH1 KRAS LZTR1 MAP2K1 POP1 PTPN11 RAB5IF SRCAP TRAPPC2 TRPV4 WNT4 XYLT2 HP_SHOCK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SHOCK ABCC6 ATRX DAXX DSP JUP LMOD2 MYL2 NAA10 RPL3L SCNN1A SCNN1B SCNN1G SDHA TRDN HP_SHORTENED_PR_INTERVAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SHORTENED_PR_INTERVAL CACNA1S DOHH GAA GABRA3 KCNJ18 MT-CYB MTFMT PRKAG2 TRPM4 HP_SHORTENED_QT_INTERVAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SHORTENED_QT_INTERVAL CACNA1C CACNA2D1 CACNB2 CDC73 CDKN1A CDKN1B CDKN2B CDKN2C KCNH2 KCNJ2 KCNQ1 MEN1 SLC4A3 HP_SHORTENING_OF_ALL_DISTAL_PHALANGES_OF_THE_FINGERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SHORTENING_OF_ALL_DISTAL_PHALANGES_OF_THE_FINGERS ALG6 BRF1 MGP PGAP2 PGAP3 PHF6 PIGL PIGO PIGV PIGW PIGY POR VPS35L HP_SHORTENING_OF_ALL_MIDDLE_PHALANGES_OF_THE_FINGERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SHORTENING_OF_ALL_MIDDLE_PHALANGES_OF_THE_FINGERS COL2A1 EIF2AK3 FGFR1 FGFR2 GDF5 HOXA13 PHF6 HP_SHORTENING_OF_ALL_PHALANGES_OF_THE_TOES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SHORTENING_OF_ALL_PHALANGES_OF_THE_TOES ARSL FIG4 KCNH1 NOG PIGF SOX9 TRPV4 VAC14 HP_SHORT_1ST_METACARPAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SHORT_1ST_METACARPAL ACVR1 BMPR1B BRD4 CANT1 DLK1 FANCI FZD2 GDF5 HDAC8 HOXA13 LAMA5 MEG3 NIPBL NOG PCNT RAD21 ROBO1 RTL1 SALL4 SETBP1 SMC1A SMC3 SOX9 SRCAP VPS35L HP_SHORT_4TH_TOE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SHORT_4TH_TOE ADNP COX4I1 SVBP TBX3 WASF1 HP_SHORT_5TH_TOE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SHORT_5TH_TOE COX4I1 DYRK1A EP300 RBPJ TBX3 HP_SHORT_CHIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SHORT_CHIN ABL1 ADNP ALDH1A2 ALG13 AP1S2 ARID1B ASXL3 BMPR1A CAMK2B CDK10 COA6 COL9A2 COX7B CYP26C1 DDR2 DST EBF3 EDA ERCC1 ERCC4 ERCC6 ERCC8 FBXO31 FIG4 FLNA GRB10 H19 IGF2 ITCH LMNA MAN1B1 MAP3K7 MBD5 MED12 MEF2C MTOR MYOD1 NDUFS4 NFIA NRCAM NSD2 NSUN2 PAPPA2 PARS2 PIGS PIK3R1 PPP1R21 PRKDC PTEN PTF1A RECQL4 RNF13 RNU4ATAC SCUBE3 SET SHANK3 SLC26A2 SLF2 SOX11 TRIO VAC14 XRCC4 ZBTB24 ZMPSTE24 ZNF292 HP_SHORT_CLAVICLES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SHORT_CLAVICLES ALX4 ATP7A B4GALT7 BCOR BGN BMPR1A CBFB CDC42BPB CHD4 DCHS1 DYNC2LI1 FAT4 FBXL3 FGFR2 FIG4 FLNA HOXD13 IDUA LEMD2 LMNA MSX2 NAA10 NSDHL PORCN PTEN RNU12 RSPO2 RUNX2 SALL4 SCARF2 SRCAP TBX3 TBX5 TRIP11 TWIST1 XYLT1 ZMPSTE24 HP_SHORT_COLUMELLA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SHORT_COLUMELLA ACTB ACTG1 ALX3 ARSL ASXL3 B3GLCT CENPF CHST14 CREBBP CTCF DNMT3A EP300 ERF KCNH1 KCTD1 KDM6A KMT2A KMT2D LMBR1 MAN2C1 MBD5 NAA10 NALCN SCNM1 SHH THUMPD1 TWIST1 HP_SHORT_CORPUS_CALLOSUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SHORT_CORPUS_CALLOSUM AHSG ITGB6 LSS PDHB SLC35A2 TAF8 HP_SHORT_DIGIT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SHORT_DIGIT ABCA12 ABCC9 ACAN ACP5 ACTL6B ACVR1 ADA ADA2 ADAMTS10 ADAMTS17 ADAMTS2 ADNP AFF4 AHSG AIFM1 AKT1 ALG6 ALG8 ALMS1 ALOX12B ALOXE3 ALX1 ALX3 ANTXR2 AP1G1 APC APC2 ARHGAP31 ARID1A ARID1B ARID2 ARL6 ARSL ARX ASAH1 ASPH ASXL1 ATP6V1B2 ATP7A ATRX B3GLCT BAP1 BBIP1 BBS1 BBS4 BBS5 BBS9 BCOR BCR BGN BHLHA9 BICRA BMP2 BMP4 BMPR1B BPNT2 BRAF BRCA2 BRD4 BRF1 BRIP1 C12orf57 CAMK2G CANT1 CASK CASZ1 CBFB CBL CCDC22 CCDC28B CCDC32 CDC42BPB CDH11 CDKL5 CDKN1C CEP120 CEP152 CEP55 CHD7 CHN1 CHRNA1 CHRNA7 CHRND CHRNG CHST11 CHST3 CHSY1 CILK1 CITED2 CLCN7 CNOT2 COG4 COL10A1 COL11A1 COL11A2 COL2A1 COMP COX4I1 CPLANE1 CPLX1 CREBBP CRIPT CRKL CSGALNACT1 CSNK2A1 CSPP1 CTBP1 CTSK CUL4B CUL7 CWC27 DBH DCLRE1C DCPS DDR2 DDX3X DEAF1 DHCR7 DHODH DLK1 DLL4 DMXL2 DNMT3A DOCK6 DONSON DPF2 DPH2 DPYSL5 DVL1 DVL3 DYM DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLT2B DYRK1A EDA EDA2R EFNB1 EHMT1 EIF2AK3 EIF4A3 EOGT EP300 EPB41L1 ERF ESCO2 EVC EVC2 EXOSC2 EXT1 EXTL3 FAM111A FAM149B1 FAM20C FANCA FANCC FANCD2 FANCE FANCF FANCI FBN1 FBXO28 FBXW11 FGD1 FGF10 FGF9 FGFR1 FGFR2 FGFR3 FGFRL1 FIG4 FLI1 FLII FLNA FLNB FLT4 FN1 FTO FTSJ1 FZD2 GABRD GATA1 GATA4 GATA5 GATA6 GDF1 GDF5 GDF6 GGCX GHR GJA1 GJA5 GJA8 GJB3 GJB4 GLI1 GLI3 GMNN GNAO1 GNAS GNAS-AS1 GNB2 GPC3 GPC4 GPX4 GRB10 GRIN1 GRIP1 GRM7 HBA1 HBA2 HDAC4 HDAC8 HEATR3 HESX1 HHAT HMGA2 HNRNPR HOXA13 HOXD13 HRAS HS2ST1 HSPG2 HUWE1 IARS2 IFT122 IFT140 IFT172 IFT43 IFT52 IFT57 IFT80 IFT81 IGF1R IGF2 IHH IL2RG IL7R INPP5K INPPL1 INTU IQSEC2 IRX5 ITGB6 JAG1 KAT6A KAT6B KCNA1 KCNAB2 KCNH1 KCNJ2 KCNJ8 KCNK4 KCNN3 KDM1A KDM5C KDM6A KDR KDSR KIAA0586 KIAA0753 KIF15 KIF26A KIF7 KLF13 KLLN KMT2A KMT2D KNSTRN KRAS LAMA5 LBR LETM1 LHX3 LHX4 LIFR LIG4 LMNA LMNB2 LONP1 LRP4 LSS LTBP1 LTBP2 LTBP3 LUZP1 LZTFL1 LZTR1 MACROH2A1 MAF MAFB MAGEL2 MAP2K1 MAP3K7 MAPK1 MAPK8IP3 MARS1 MASP1 MBD5 MBTPS1 MCTP2 MECOM MED12 MEG3 MEGF8 MEIS2 MGAT2 MGP MIA3 MIR140 MIR17HG MKKS MMP23B MRAS MRPS16 MSX2 MTOR MYCN MYMK MYMX MYSM1 NBAS NEK1 NELFA NEPRO NEUROD2 NEXMIF NFIX NIN NIPBL NKX2-5 NKX2-6 NLRP3 NOG NOTCH1 NOTCH2 NPR2 NRAS NSD2 NSUN2 NXN OBSL1 OFD1 PAH PALB2 PAPSS2 PAX3 PCNT PCYT1A PDE3A PDE4D PDE6D PDGFRB PDPN PGAP2 PGAP3 PGM3 PHF6 PIGB PIGF PIGG PIGK PIGL PIGN PIGO PIGP PIGQ PIGS PIGV PIGW PIGY PIK3C2A PIK3CA PIK3CD PIK3R1 PITX1 PKDCC PLAG1 PLCB3 PLXND1 PNKP PNPLA6 POC1A POGZ POLA1 POMP POP1 POR PORCN POU1F1 PPM1D PPP1CB PPP3CA PRDM16 PRKACA PRKACB PRKAR1A PRKAR1B PRKCZ PRKG2 PRMT7 PROP1 PSMD12 PTCH1 PTCH2 PTDSS1 PTEN PTH1R PTHLH PTPN11 PUF60 RAB23 RAB3GAP2 RAC1 RAD21 RAD51C RAF1 RAG1 RAG2 RAI1 RASA2 RB1 RBBP8 RBM8A RBPJ RDH11 RECQL4 RERE REV3L RHOA RIN2 RIPK4 RIT1 RLIM RMRP RNU4ATAC ROBO1 ROR2 RPL10 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS6KA3 RPS7 RRAS RRAS2 RSPRY1 RTL1 RUNX2 RYR3 SALL4 SCN1B SCN2A SCNM1 SCUBE3 SDHB SDHC SDHD SEC23B SEMA3E SETBP1 SF3B4 SH3PXD2B SHOC2 SHOX SIK1 SIK3 SIL1 SIN3A SKI SLC25A22 SLC25A24 SLC26A2 SLC2A1 SLC32A1 SLC35C1 SLC35D1 SLURP1 SLX4 SMAD4 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCD2 SMARCE1 SMC1A SMC3 SMG9 SNRPN SNX14 SOS1 SOS2 SOX11 SOX4 SOX9 SPART SPECC1L SPEN SPRED2 SRCAP STAMBP STX16 SUFU SVBP TAF1 TASP1 TBC1D24 TBL1XR1 TBX1 TBX15 TBX22 TBX3 TBX5 TCF12 TCTN3 TELO2 TFAP2A TFAP2B TGDS TGFBR2 TLK2 TMEM216 TMEM67 TNNT3 TONSL TOPORS TPR TRIM8 TRIO TRIP11 TRPM3 TRPS1 TRPV4 TSR2 TTC21B TWIST1 TWIST2 UBE2T UBE4B UPF3B USF3 VAC14 VPS35L WAC WASF1 WASHC5 WDR11 WDR19 WDR35 WIPI2 WNT4 WNT5A YY1AP1 ZBTB20 ZDHHC9 ZFPM2 ZIC1 ZMIZ1 ZMPSTE24 ZMYM2 ZNF699 HP_SHORT_DISTAL_PHALANX_OF_THE_5TH_FINGER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SHORT_DISTAL_PHALANX_OF_THE_5TH_FINGER ARID1B COL2A1 HNRNPR IGF2 SMARCB1 HP_SHORT_DISTAL_PHALANX_OF_THE_THUMB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SHORT_DISTAL_PHALANX_OF_THE_THUMB BMPR1B FLNA GNAS KNSTRN MAP3K7 PIK3CD PTCH1 SALL4 HP_SHORT_FACE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SHORT_FACE AXIN2 EDA EDARADD FGFR1 GRHL3 IRF6 LRP6 MSX1 PAX9 POLR1B POLR1C POLR1D RUNX2 SUMO1 TCOF1 TGFA UBB WNT10A WNT10B HP_SHORT_FEMUR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SHORT_FEMUR AGPS ALG12 AMMECR1 BHLHA9 CAMK2A COL11A1 COL2A1 CPLANE1 FGFR3 FLNB GDF5 IHH MTHFS POLR3A PUF60 RNU4ATAC SALL4 SERPINH1 SLC26A2 SLC31A1 SUCLG1 TAPT1 TBX15 TBX4 TGDS TNFRSF11A TRPV6 HP_SHORT_FIRST_METATARSAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SHORT_FIRST_METATARSAL EP300 FGFR1 FGFR2 HOXA13 VPS35L HP_SHORT_FOOT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SHORT_FOOT ADAMTSL2 ARL6 B3GLCT BBS1 BGN BMP2 BMPR1B BPNT2 BRD4 CAMK2G CASZ1 CCBE1 CCDC28B CCDC47 CDKL5 CENPE CEP120 CERT1 CHSY1 COG1 COL11A1 COL2A1 COL3A1 CTSK CUL4B DLK1 DYNC1H1 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYRK1A FAM50A FBN1 FBXL4 FBXO11 FGD1 FGFR1 FGFR2 FGFR3 FMR1 GABBR2 GABRD GALNT2 GDF5 GJA1 GPC3 GPC4 H4C3 HDAC4 HDAC6 HDAC8 HERC2 HNRNPR HSPG2 HTT HUWE1 IFT140 IFT172 IFT80 IGF1R IHH INPPL1 KCNAB2 KCNJ2 KCNJ5 KDM4B KDM5C KIAA0753 KIF5C LAS1L LIG4 LMBR1 LTBP3 LUZP1 MAGEL2 MAP3K7 MAPK8IP3 MASP1 MBD5 MECP2 MEG3 MKRN3 MMP23B MSL3 NDN NGLY1 NIPBL NOG NPAP1 NSUN2 NTNG1 OCA2 PDGFRB PDPN PIGL PIGN POC1A PPM1D PRDM16 PRKCZ PTH1R PWAR1 PWRN1 RAD21 RECQL4 RERE RMRP RNF2 RNU4ATAC RTL1 SATB1 SATB2 SHOX SIM1 SIN3A SKI SLC26A2 SLC35C1 SMC1A SMC3 SNORD115-1 SNORD116-1 SNRPN SON SPART SPEN TBCE TBL1XR1 TELO2 TONSL TRIP11 TRPS1 TRRAP TTC21B TUBB3 UBE2A UBE4B USP7 USP9X WDR19 WDR35 WDR81 WNT7A ZMYM2 HP_SHORT_GREATER_SCIATIC_NOTCH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SHORT_GREATER_SCIATIC_NOTCH FGFR3 GPC3 GPC4 SLC26A2 TRPV4 HP_SHORT_LINGUAL_FRENULUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SHORT_LINGUAL_FRENULUM ATP6V1B2 B3GLCT CDK13 DVL1 FREM1 KIAA0753 LMNA SMARCA2 TBC1D24 WDR35 WNT5A ZMPSTE24 HP_SHORT_LONG_BONE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SHORT_LONG_BONE ACVR1 ADAMTSL2 AFF3 AFF4 AGPS ALG12 ALG9 AMER1 AMMECR1 ANAPC1 APC ASXL2 ATP7A ATR B2M B3GALT6 B3GLCT BGN BHLHA9 BMP2 BMPR1B BPNT2 BRCA1 BRCA2 BRD4 BRIP1 CAMK2A CANT1 CCDC8 CCNQ CD96 CDC42BPB CEP120 CHD7 CHN1 CHST3 CHSY1 COG1 COG4 COL10A1 COL11A1 COL11A2 COL2A1 COL9A3 COMP CPLANE1 CREB3L1 CUL7 CWC27 DCHS1 DDR2 DDRGK1 DHODH DLK1 DNMT3A DONSON DVL1 DYM DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 EIF4A3 EP300 ERCC4 ESCO2 EVC EVC2 EXOC6B EXT1 EXT2 EXTL3 EZH2 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAT4 FBN1 FBXL3 FERMT1 FGF10 FGF16 FGFR1 FGFR2 FGFR3 FIG4 FLNA FLNB FN1 FZD2 GDF5 GHR GLB1 GLI3 GNAS GNAS-AS1 GNPAT GNPTAB GPC6 GPX4 GSC HDAC4 HDAC8 HEPHL1 HHAT HINT1 HOXA13 HOXD13 HSPG2 HYLS1 IARS2 IFT122 IFT140 IFT172 IFT52 IFT80 IFT81 IHH IL6ST INPPL1 INTU IQCE JAG1 KCNJ2 KIAA0753 KNSTRN LAMA5 LBR LIFR LMBR1 LONP1 LRP4 LTBP3 LZTFL1 MAD2L2 MAFB MAP3K7 MATN3 MEG3 MET MTHFS MYSM1 NADSYN1 NEK1 NEK9 NEPRO NHS NIPBL NOG NPR2 OBSL1 P3H1 PALB2 PAM16 PCNT PCYT1A PDE3A PDE4D PEX5 PEX7 PHYH PIGS PIGT PIK3CD PLCB3 POC1A POLR3A POR PORCN PRKAR1A PRKG2 PRMT7 PTCH1 PTH1R PTHLH PUF60 RAB33B RAB3GAP2 RAD21 RAD51 RAD51C RBM10 RBM8A RBPJ RECQL4 RFWD3 RIPK4 RMRP RNU4ATAC ROBO1 ROR2 RPL13 RPL26 RPS19 RPS6KA3 RSPRY1 RTL1 RUNX2 SALL1 SALL4 SCARF2 SCUBE3 SERPINH1 SETBP1 SF3B4 SH3PXD2B SHH SHOX SIL1 SLC10A7 SLC26A2 SLC31A1 SLC35A2 SLC35B2 SLC35D1 SLC39A13 SLX4 SMAD4 SMARCA2 SMC1A SMC3 SMOC1 SNRPB SOX9 SRCAP SRY STX16 SUCLG1 SVBP TAPT1 TBX15 TBX3 TBX4 TBX5 TCF4 TCTN3 TGDS TMEM67 TNFRSF11A TNFRSF11B TONSL TRIP11 TRPS1 TRPV4 TRPV6 TTC21B TWIST2 UBE2T VPS13B VPS35L WDR35 WNT5A WNT7A XRCC2 XYLT1 ZIC3 ZNF407 ZSWIM6 HP_SHORT_LOWER_LIMBS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SHORT_LOWER_LIMBS ADNP ALPL ARL6IP6 COL2A1 EXT1 EXT2 FN1 GNA11 LAMA5 MMP13 NOG PPIB SLC26A2 HP_SHORT_MIDDLE_PHALANX_OF_THE_2ND_FINGER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SHORT_MIDDLE_PHALANX_OF_THE_2ND_FINGER GDF5 HOXD13 INTU MYCN RUNX2 SRCAP HP_SHORT_MIDDLE_PHALANX_OF_THE_5TH_FINGER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SHORT_MIDDLE_PHALANX_OF_THE_5TH_FINGER BMP2 BMPR1B DVL1 GATA1 GDF5 GJA1 GNB2 HOXD13 IGF2 MYCN NIN NOG PUF60 RBBP8 ROR2 RUNX2 SRCAP TFAP2B WNT5A HP_SHORT_MIDDLE_PHALANX_OF_TOE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SHORT_MIDDLE_PHALANX_OF_TOE FGFR1 FGFR2 FGFR3 HOXD13 TRPV4 HP_SHORT_NAIL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SHORT_NAIL ATP6V0A2 B3GALT6 DPYD FLNB GPC3 GPC4 IFT122 IFT43 IHH LMNA NOTCH2 NPR2 SOX9 WNT10A ZMPSTE24 HP_SHORT_NASAL_BRIDGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SHORT_NASAL_BRIDGE FGFR3 NOTCH3 NR2F1 POMGNT1 TRPV6 HP_SHORT_NOSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SHORT_NOSE ABCC8 ABCD1 ABL1 ACTB ADAMTSL2 ADAT3 ADNP ADSL AFF4 AGA AGO1 ALDH6A1 ALG9 ANTXR1 APC ARID1A ARID1B ARID2 ARSL ASXL3 ATAD3A ATP6V0A2 ATP6V1A ATP6V1E1 ATRX AVP B3GALT6 B3GLCT BAZ1B BCAP31 BCL7B BLTP1 BMP2 BMPER BPNT2 BRAF BRD4 BUB1B BUD23 CACNA1G CANT1 CASK CAV1 CCDC22 CCDC88A CD96 CDCA7 CDH11 CDKN1C CDON CEP57 CHST14 CHSY1 CLIP2 CLP1 COG7 COL11A1 COL11A2 COL2A1 COX7B CREBBP CTCF DCPS DDB1 DDR2 DDX3X DEAF1 DHCR24 DIS3L2 DISP1 DLL1 DNAJC30 DNMT3B DPF2 DPM2 DPYD DPYSL5 DSE DVL1 DVL3 DYRK1A ECE1 EDA EFTUD2 EHMT1 EIF4H ELN ERCC2 EXTL3 FAM20C FAR1 FBN1 FGD1 FGF8 FGFR1 FGFR2 FKBP6 FLI1 FLII FLNA FLNB FOXG1 FOXH1 FOXP1 FUT8 FZD2 GAS1 GATA4 GBA1 GGCX GJA1 GLI2 GLI3 GLUL GMNN GNAI1 GNB2 GPC3 GPC4 GPC6 GRIN2A GTF2I GTF2IRD1 GTF2IRD2 GTPBP2 HDAC6 HDAC8 HECTD4 HEPACAM HIC1 HNRNPK HOXB1 HRAS HSPA9 HUWE1 IARS2 IL1RAPL1 INPPL1 INTS1 IQSEC2 KCNJ11 KIF1A KIF7 KMT2A KRAS LIFR LIMK1 LMNB1 LONP1 LRP2 LRP4 LTBP3 MADD MAF MAP2K1 MAP2K2 MARS2 MBD5 MED13L MEF2C METTL27 MIR140 MLXIPL MN1 MOCS1 MOCS2 MPLKIP MTOR MYH3 MYMK MYMX NAA10 NALCN NARS2 NCAPG2 NCF1 NEDD4L NEXMIF NFIA NFIX NIPBL NODAL NPR2 NRAS NRCAM NXN PAFAH1B1 PAICS PAK3 PAM16 PARS2 PAX3 PDE4D PDGFRB PEPD PEX6 PGAP2 PGAP3 PHIP PIGF PIGN PIGO PIGT PIGU PIGV PLA2G6 PLAA PLCB3 PLOD3 POLA1 POLR1A POR POU1F1 PPP1CB PPP1R12A PPP1R15B PPP1R21 PPP2R5D PRKAR1A PRMT7 PRPS1 PTCH1 PTEN PTH1R PUF60 PURA PUS1 PYCR2 RAB18 RAB3GAP1 RAB3GAP2 RAC3 RAD21 RAI1 RECQL4 RFC2 RFX7 RIPK4 RNF13 ROR2 RPS6KA3 RPS7 RSPRY1 SATB2 SC5D SCN4A SETBP1 SHH SHOC2 SIN3A SIX3 SLC12A6 SLC25A24 SLC26A2 SLC2A10 SLC35D1 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMO SMOC1 SNRPN SON SOX11 SOX4 SPECC1L SPOP SPTBN1 STAMBP STX1A SUFU SYT1 TAPT1 TBC1D20 TBL1XR1 TBL2 TCF20 TCTN2 TCTN3 TDGF1 TGIF1 TMCO1 TMEM270 TMEM94 TONSL TRIO TRIP11 TRIP12 TRMT10A TRRAP TXNL4A UBE3B UBR1 USB1 VARS1 VPS33A VPS35L VPS37D VPS53 WAC WASHC5 WNT5A WNT7A YARS2 YWHAE ZBTB24 ZIC2 ZMPSTE24 ZMYM2 ZNF462 ZNF699 ZNHIT3 ZPR1 ZSWIM6 HP_SHORT_PALM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SHORT_PALM ADAMTSL2 ANKRD11 ANTXR2 ATP7A B3GLCT BCR BGN BHLHA9 CAMK2G CAMTA1 CCBE1 CHSY1 COG4 COL11A1 COL11A2 COL2A1 COL9A2 CRKL CRLF1 CUL4B DDR2 DPM1 DVL1 DVL3 DYNC1H1 DYNC2H1 DYNC2I1 DYNC2I2 EVC EVC2 FBN1 FGD1 FGF9 FGFR1 FGFR2 FGFR3 FLNA FZD2 GATA1 GDF5 GPC3 GPC4 GPX4 HDAC4 HDAC6 HERC2 HNRNPR IFT80 IGF1R IHH INPP5K INPPL1 KAT6B KCNJ2 KDM4B KDM5C KLHL15 KRAS LMNA LTBP3 MAGEL2 MAP3K7 MAPK1 MAPRE2 MBD5 MKRN3 MRPS28 MSL3 NOG NPAP1 ORC1 PDGFRB PIGL PIK3R1 PPP2R3C PRKAR1A PTDSS1 PTH1R PUF60 PWAR1 PWRN1 RAB3GAP2 RAI1 RBPJ RECQL4 RMRP RNU4ATAC ROR2 RSPRY1 SCUBE3 SH3PXD2B SIL1 SIN3A SMAD4 SMARCA2 SNIP1 SNORD115-1 SNORD116-1 TBCE TBL1XR1 TCF4 TMEM53 TONSL TRIO TRIP11 TRPS1 WAC WDR35 WDR81 WNT5A YY1AP1 HP_SHORT_PALPEBRAL_FISSURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SHORT_PALPEBRAL_FISSURE ADNP AFF3 ALDH1A3 ALX4 AUTS2 B3GLCT BCL11B BPTF BRCA1 BRCA2 BRIP1 CDK13 CEP57 CHD4 CHN1 CLTCL1 COG7 CREBBP DCHS1 DDB1 DDX3X DLK1 DONSON EP300 ERCC4 ERMARD EXOSC2 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAT4 FBXO28 FOXP2 GJA1 GJA5 GJA8 H4C5 HNRNPH2 HNRNPR HUWE1 KANSL1 KAT6B KCNJ2 KCNJ5 KIF15 KMT2A KRAS LARP7 LIFR LMNA MAD2L2 MADD MAFB MAGEL2 MAPRE2 MEG3 MOGS MUSK MYCN NUAK2 ORC1 PALB2 PIEZO2 POLA1 POLR1A PPP1R12A PRKAR1B PRMT7 PUF60 RAD51 RAD51C RBM10 RBPJ RFWD3 RTL1 SALL4 SETBP1 SETD2 SIN3A SLC25A24 SLC2A10 SLX4 SMAD4 SMARCA2 SMC5 SMOC1 SMPD4 SNX14 SOX11 SOX6 SOX9 STAC3 STT3A TBX1 TBX15 THOC6 TMEM107 TUBB TXNL4A UBE2T UBE3B UGDH USP9X WAC XRCC2 ZBTB18 ZMPSTE24 ZNF148 HP_SHORT_PHALANX_OF_THE_THUMB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SHORT_PHALANX_OF_THE_THUMB ACVR1 BMPR1B BRD4 CANT1 DLK1 FANCI FLNA FZD2 GDF5 GNAS HDAC8 HOXA13 IHH KCNH1 KNSTRN LAMA5 MAP3K7 MEG3 NIPBL NOG PCNT PIK3CD PTCH1 RAD21 ROBO1 RTL1 SALL4 SETBP1 SMC1A SMC3 SOX9 SRCAP VPS35L HP_SHORT_PHILTRUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SHORT_PHILTRUM ADAMTS3 ADAMTSL1 AFF3 ALDH6A1 ALG12 ALX4 ANKRD17 AP1S2 AP4B1 AP4E1 AP4M1 AP4S1 APC ARID1A ARID1B ARID2 ARVCF ASH1L AUTS2 BCAS3 BCL11B BPTF BRPF1 CCBE1 CCDC22 CDC42 CDC42BPB CDH11 CDH2 CDK13 CDON CHAMP1 CHD5 CKAP2L CLCN3 CNOT3 COL3A1 COMT CPLX1 CREBBP CTBP1 CTCF CUL4B DEAF1 DENND5A DHX37 DISP1 DLK1 DLL1 DOCK7 DPF2 DPYSL5 DVL1 DVL3 EDEM3 EMC1 EPB41L1 ERCC1 ERLIN2 EXT2 FAT4 FGF8 FGFR1 FGFRL1 FIG4 FLII FOXH1 FOXL2 FREM1 FZD2 GALNT2 GAS1 GATAD2B GLI2 GMPPA GNB1 GP1BB GRIA3 GRIA4 H4C11 H4C5 H4C9 HDAC6 HECTD4 HIRA HIVEP2 HNRNPH2 HOXB1 HUWE1 IFT57 IQSEC2 IREB2 ITCH JARID2 JMJD1C KAT6A KCNH1 KCNJ6 KCNK4 KCNK9 KDF1 KDM4B KIDINS220 KIF26A KIF7 KIFBP LARP7 LETM1 LRP4 LRRC32 MADD MAN1B1 MAP3K7 MAPK8IP3 MCTP2 MED12 MED12L MED25 MEF2C MEG3 MEIS2 MID2 MTX2 NAA10 NALCN NELFA NEXMIF NFIX NKAP NODAL NOG NONO NSD2 NSRP1 NSUN2 NXN OPHN1 PARS2 PCDHGC4 PDE4D PGAP2 PGAP3 PHF21A PHIP PIGG PIGL PIGO PIGV PIGW PIGY PITX2 POGZ POLR3A PPP1R15B PPP2CA PPP3CA PQBP1 PRKACA PRKACB PSMC3 PSMD12 PTCH1 PTH1R PUS7 RAB18 RAB3GAP1 RAB3GAP2 RAI1 RALA RNF2 RNU4ATAC ROR2 RREB1 RTL1 RUNX2 SATB2 SCN4A SEC24C SETBP1 SH3PXD2B SHH SHMT2 SIN3A SIX3 SLC35A1 SLC35A2 SMAD4 SMARCA2 SMARCA4 SMARCE1 SMC1A SMPD4 SMS SON SOX11 SPEN SPTBN1 SRCAP STAG2 STIM1 SUFU TAB2 TALDO1 TAOK1 TBC1D20 TBR1 TBX1 TCF3 TCF4 TCTN3 TDGF1 TFAP2B TGIF1 TMEM237 TMEM70 TMEM94 TMLHE TNPO2 TRAPPC9 TRIO TRIP12 TRMT10A TRPM3 TRRAP TSPAN7 TTC5 TWIST1 TWIST2 TXNL4A UBE3B UFD1 UNC80 UPF3B VAC14 VPS13B VPS51 WDR4 WLS WNT4 WNT5A ZBTB18 ZDHHC9 ZEB2 ZIC2 ZNF292 HP_SHORT_PROXIMAL_PHALANX_OF_FINGER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SHORT_PROXIMAL_PHALANX_OF_FINGER BMPR1B COL2A1 FGFR3 GDF5 IHH KIF15 MTOR HP_SHORT_RIBS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SHORT_RIBS ALG12 ALPL C2CD3 CEP120 COL11A1 COL11A2 COL2A1 CSPP1 CUL7 DDR2 DDRGK1 DLK1 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLT2B EVC EVC2 EZH2 FGFR3 FIG4 FLNA GNPTAB GPC3 GPC4 GPX4 HSPG2 IFT122 IFT140 IFT172 IFT43 IFT80 IFT81 IHH INPPL1 INTU KIAA0586 LAMA5 LBR LMX1B MEG3 MYF5 NEK1 NKX3-2 NSDHL ORC1 ORC6 PAM16 PLCB3 PORCN PTCH1 PTH1R RNU12 RTL1 RUNX2 SCARF2 SETBP1 SF3B4 SLC26A2 SLC35D1 SMO TAPT1 TRIP11 TRPV4 TRPV6 UBA1 VAC14 WDR35 HP_SHORT_SPERM_FLAGELLA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SHORT_SPERM_FLAGELLA AK7 AKAP3 CATIP CCDC34 CFAP251 CFAP43 CFAP44 CFAP47 CFAP58 CFAP65 CFAP69 CFAP70 CFAP74 CFAP91 DNAH1 DNAH10 DNAH17 DNAH2 DNAH7 DNAH8 DNHD1 DRC1 DZIP1 FSIP2 IFT74 QRICH2 SSX1 TTC21A TTC29 USP26 WDR19 HP_SHORT_STEPPED_SHUFFLING_GAIT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SHORT_STEPPED_SHUFFLING_GAIT ADH1C ATXN2 ATXN8OS COL2A1 DCTN1 DNAJC6 GBA1 GLUD2 MAPT MT-TT NR4A2 PODXL PRKAR1B SNCAIP SYNJ1 TBP TRPV4 HP_SHORT_STERNUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SHORT_STERNUM ARID1B BUB1B FRA10AC1 GPC3 GPC4 LAMA5 LRP2 NFIX NIPBL NOG PCGF2 RBM10 SETBP1 TMEM231 HP_SHORT_TELOMERE_LENGTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SHORT_TELOMERE_LENGTH ACD DNAJC21 MDM4 PARN POT1 RPA1 RTEL1 TERT TINF2 TP53 TYMS WRAP53 ZCCHC8 HP_SHORT_TERM_MEMORY_IMPAIRMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SHORT_TERM_MEMORY_IMPAIRMENT GSN MAPT PRNP RNASEH1 RRM2B TTPA HP_SHORT_THORAX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SHORT_THORAX ACAN BMPER CCDC8 CEP120 COL2A1 CUL7 DLL3 DYM DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 EVC EVC2 FGFR3 FLNA FREM2 GLI1 HES7 IARS2 IFT122 IFT140 IFT172 IFT52 IFT80 IHH KIAA0753 LFNG LTBP1 MBD5 MESP2 NADSYN1 NEU1 OBSL1 ORC6 PRKACA PRKACB PTH1R RIPPLY2 RMRP RNU12 SLC10A7 SLC26A2 SLC2A1 TBX6 TRIP11 TRPV4 TTC21B WDR19 WDR35 HP_SHORT_THUMB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SHORT_THUMB ACAN ACVR1 ADA2 ADAMTS10 APC ATP6V1B2 BCOR BHLHA9 BICRA BMPR1B BRCA2 BRD4 BRIP1 CANT1 CHD7 CHST11 COL2A1 CPLX1 CREBBP CTBP1 DHCR7 DHODH DLK1 EIF4A3 EP300 ESCO2 FANCA FANCC FANCD2 FANCE FANCF FANCI FBN1 FGF10 FGFR1 FGFR2 FGFR3 FGFRL1 FIG4 FLNA FZD2 GATA1 GDF5 GNAS HDAC8 HEATR3 HOXA13 IHH KCNH1 KDM1A KNSTRN LAMA5 LETM1 LMNB2 LRP4 LTBP2 MAP3K7 MED12 MEG3 MGP MIR17HG MYCN NELFA NIPBL NOG NSD2 PALB2 PCNT PIGG PIK3CD PKDCC PSMD12 PTCH1 RAD21 RAD51C RBM8A RECQL4 RIPK4 RNU4ATAC ROBO1 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RTL1 SALL4 SETBP1 SIN3A SLC26A2 SLX4 SMC1A SMC3 SOX9 SRCAP SVBP TFAP2A TRPM3 TSR2 UBE2T VPS35L WIPI2 ZMYM2 ZNF699 HP_SHORT_TIBIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SHORT_TIBIA ALG12 BMPR1B CEP120 DLK1 DONSON EIF4A3 FLNB GDF5 GLI3 GPC6 HYLS1 IHH INTU LAMA5 LIFR LMBR1 MEG3 NEK1 RTL1 SHH SHOX SLC31A1 SLC35A2 SMOC1 TCTN3 ZSWIM6 HP_SHORT_TOE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SHORT_TOE ABCC9 ACVR1 ADA ADAMTS2 ADNP ALMS1 ALOX12B ALOXE3 ARSL ASAH1 ASXL1 B3GLCT BHLHA9 BMP2 BMPR1B BPNT2 C12orf57 CHD7 CHST11 CHSY1 COL2A1 COX4I1 CPLX1 CTBP1 DCLRE1C DHCR7 DNMT3A DYRK1A EIF4A3 EOGT EP300 FGFR1 FGFR2 FGFR3 FGFRL1 FIG4 FLI1 FLNA GDF5 GHR GJA1 GNAS GPC3 GPC4 GPX4 GRIP1 HBA1 HBA2 HDAC4 HEATR3 HOXA13 HOXD13 IFT122 IFT140 IHH IL2RG IL7R KAT6A KCNH1 KCNJ8 KMT2A LETM1 LIG4 MGP MIA3 MYCN NELFA NOG NOTCH2 NPR2 NSD2 OFD1 PDE4D PHF6 PIGF PIGG PIGV PRKAR1A PRKG2 PTH1R PUF60 RAB3GAP2 RAG1 RAG2 RBPJ RMRP RNU4ATAC ROBO1 SALL4 SF3B4 SHOX SLC26A2 SMAD4 SOX9 SPECC1L SVBP TBL1XR1 TBX22 TBX3 TGDS TNNT3 TPR TRPV4 VAC14 WASF1 ZMIZ1 HP_SHORT_UMBILICAL_CORD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SHORT_UMBILICAL_CORD ADGRG6 LMNA MTHFS MUSK PHGDH ZMPSTE24 HP_SHORT_UPPER_LIP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SHORT_UPPER_LIP AMPD2 ATRX CPLX1 CTBP1 EMC1 FGFRL1 FIG4 GRIA3 LETM1 NSD2 TWIST2 VAC14 HP_SHOULDER_DISLOCATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SHOULDER_DISLOCATION AEBP1 ARF1 ARFGEF2 B3GAT3 CHST3 COL1A1 COL1A2 COL5A1 COL5A2 ERMARD FLNA LMNA MAP1B NEDD4L NGLY1 SALL4 TMTC3 HP_SHOULDER_FLEXION_CONTRACTURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SHOULDER_FLEXION_CONTRACTURE COL12A1 HSPG2 JAG2 KY MYH3 MYL11 RNU4ATAC SCN4A TNNT1 HP_SHOULDER_GIRDLE_MUSCLE_ATROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SHOULDER_GIRDLE_MUSCLE_ATROPHY ACTB DES FKRP FRG1 GNE LMNA MYH7 SGCB SMN1 SMN2 TPM3 TRIM32 TRPV4 UNC45B VCP HP_SHOULDER_GIRDLE_MUSCLE_WEAKNESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SHOULDER_GIRDLE_MUSCLE_WEAKNESS ABHD5 ACTA1 AGRN AK9 ANO5 BICD2 CFL2 CHRNA1 CHRNB1 CHRND CHRNE COL13A1 CRYAB DNA2 DNAJB6 DOK7 DYSF FKRP FRG1 GALC GDAP1 GNE GYG1 HACD1 HNRNPDL ITGA7 LRIF1 LRP4 MAP3K20 MATR3 MT-TE MUSK MYH7 MYL2 MYOT PLIN4 PNPLA2 POLG POLG2 PSAP RAPSN RRM2B RYR1 SCN4A SELENON SLC25A4 SMN1 SMN2 TNNT1 TNPO3 TPM2 TPM3 TRIM32 TTN TWNK VCP HP_SHOULDER_PAIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SHOULDER_PAIN B2M CD46 CFH CFI HELLPAR PMP22 TONSL HP_SHUFFLING_GAIT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SHUFFLING_GAIT ADH1C ATXN2 ATXN8OS CLN3 COL2A1 CSF1R DCTN1 DNAJC13 DNAJC6 EIF4G1 FBXO7 GBA1 GIGYF2 GLUD2 KDM5C L1CAM LMNA LRRK2 MAPT MECP2 MT-TT NAA10 NR4A2 PODXL POLG PRKAR1B RAB39B SGCD SLC18A2 SNCA SNCAIP SYNJ1 TAF1 TBP TIMM8A TK2 TMEM106B TRPV4 VAPB VPS35 ZMPSTE24 HP_SHYNESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SHYNESS AP4B1 AP4E1 AP4M1 AP4S1 C12orf4 DPYD FMR1 NONO POLA1 RLIM SETD2 HP_SICK_SINUS_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SICK_SINUS_SYNDROME ABCC9 AKAP9 CACNA1C CACNA2D1 CACNB2 CASQ2 GNB5 GPD1L HCN4 KCND3 KCNE3 KCNE5 KCNJ8 MYH6 NPPA PKP2 RANGRF RYR2 SCN10A SCN1B SCN2B SCN3B SCN5A SCNN1A SEMA3A SGO1 SLMAP TRDN TRPM4 HP_SIDEROBLASTIC_ANEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SIDEROBLASTIC_ANEMIA ABCB7 ALAS2 BRCA1 BRCA2 BRIP1 ERCC4 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM HSPA9 ISCU LARS2 MAD2L2 PALB2 PNPO PUS1 RAD51 RAD51C RFWD3 SLC19A2 SLC25A38 SLX4 TRNT1 UBE2T WFS1 XRCC2 YARS2 HP_SILVER_GRAY_HAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SILVER_GRAY_HAIR BLOC1S3 DSTYK LYST MLPH MYO5A RAB27A HP_SIMPLE_EAR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SIMPLE_EAR ASNS BICRA CAPN15 CCDC47 CREBBP DDB1 DHX16 EP300 EXOC2 GJA5 GJA8 GRIP1 GSC MED12 NANS NSRP1 POR SH3PXD2B SMARCD2 WDR35 YY1 HP_SIMPLE_FEBRILE_SEIZURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SIMPLE_FEBRILE_SEIZURE AASS AP2M1 CHD2 CPLX1 DEPDC5 DYRK1A KCNQ2 KCNQ3 NEXMIF NPRL2 NPRL3 PRRT2 SCN1A SCN2A SCN3A SCN8A SEPSECS SLC2A1 SLC6A1 SYNGAP1 TBC1D24 TSEN15 TSEN2 TSEN34 TSEN54 WAC HP_SIMPLIFIED_GYRAL_PATTERN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SIMPLIFIED_GYRAL_PATTERN AHDC1 ANKLE2 ARID1A ARID1B ARID2 ASNS ASPM C2CD3 CASK CDC40 CDK5RAP2 CDK6 CENPE CEP152 CIT CLP1 COPB2 CSNK2A1 CUL4B DCHS1 DONSON DPF2 DYNC1I2 ERCC1 EXOC7 FKRP FOXG1 GFM2 GLS GMNN IER3IP1 KATNB1 KIF11 KIF14 LIPT2 LMNB1 LMNB2 LRPPRC MAST1 MED27 MPDZ NDE1 NDUFA6 NSRP1 OSGEP PDCD6IP PLK4 PNKP PPIL1 PRKDC PSAT1 QARS1 RNU12 RTTN SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMPD4 SON SOX11 SOX4 SPOP STAMBP STIL TMEM222 TRAIP TRAPPC12 TSEN2 TTC5 TUBB2A TUBB3 TUBGCP6 VLDLR WDR62 WWOX XRCC4 YRDC ZNF335 ZNF526 HP_SINGLE_LINEAGE_MYELODYSPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SINGLE_LINEAGE_MYELODYSPLASIA ERBB3 HSCB HSPA9 SF3B1 TET2 HP_SINGLE_NARIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SINGLE_NARIS CDON CSPP1 DISP1 DLL1 FGF8 FGFR1 FOXH1 GAS1 GLI2 NODAL PLCH1 PTCH1 SHH SIX3 SMC1A SMCHD1 STAG2 STIL TDGF1 TGIF1 WNT3 ZIC2 HP_SINGLE_TRANSVERSE_PALMAR_CREASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SINGLE_TRANSVERSE_PALMAR_CREASE ADNP AFF3 ALDH6A1 ANKRD11 APC ARID1B ARL3 ATR B3GLCT B4GALT7 BHLHA9 BICD2 BMP4 BMPR1B BRD4 BRF1 CCBE1 CCNQ CD96 CDC42BPB CDK19 CEP55 CEP57 CHST3 CILK1 CKAP2L CLCN7 COG1 COX14 COX7B CPLX1 CREBBP CSGALNACT1 CSNK2A1 CTBP1 CTCF DDX11 DHX30 DIS3L2 DLK1 DLX4 DOCK6 DPAGT1 DPH1 DPH2 EHMT1 EP300 ESCO2 EXT1 EXTL3 EZH2 FBXO28 FGD1 FGF9 FGFR2 FGFR3 FGFRL1 FIG4 FLNA FOXP1 G6PC3 GATA1 GDF5 GJA5 GJA8 GLE1 GLYCTK GNB2 GRIN1 H3-3A H4C9 HCCS HDAC4 HDAC8 IFT122 IFT43 IFT57 IGF1 ITCH JARID2 KAT6B KATNB1 KCNK9 KDM4B KMT2D LETM1 LIFR LMX1B LONP1 LTBP4 MAP1B MAP3K7 MCTP2 MED12 MED25 MEF2C MEG3 MEGF8 MSL3 MTFMT MYH3 NAA20 NALCN NBAS NDUFB11 NECTIN1 NEXMIF NGLY1 NIPBL NOG NSD2 NSDHL NUP107 NUP188 NXN PACS1 PDHA1 PEPD PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PIEZO2 PIGS PKDCC PLAA PNPLA6 POLRMT PPP2CA PPP2R3C PPP3CA PTPRF PUF60 RAB11B RAD21 RBM10 RIN2 RNU4ATAC ROR2 RPL10 RPS23 RPS6KA3 RTL1 SEPSECS SET SETBP1 SLC25A12 SMAD2 SMARCA2 SMARCAD1 SMC1A SMC3 SMC5 SMOC1 SMPD4 SMS SPRTN SPTBN1 STAG1 STXBP1 TAF6 TASP1 TBX4 TCF12 TCF4 TELO2 TFAP2A TGDS THOC2 TMEM147 TNNI2 TNNT3 TOE1 TPM2 TRIM37 TRIM8 TRIO TRPS1 TSEN15 TSEN2 TSEN34 TSEN54 TWIST1 UBE3B UBR1 UBR7 UFC1 VAC14 VPS13B VPS51 WAC XYLT1 ZMYM2 ZNF292 ZNF462 HP_SINGLE_VENTRICLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SINGLE_VENTRICLE CIROP GDF1 MAPKAPK5 NODAL NSDHL PLD1 PLXND1 SIX3 STRA6 TXNDC15 ZIC3 HP_SINUS_BRADYCARDIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SINUS_BRADYCARDIA AKAP9 ANK2 BVES CACNA1C CALM1 CALM2 CALM3 CAV3 GFM2 GNB2 HCN4 HEPHL1 KCNA5 KCNE1 KCNE2 KCNH2 KCNJ5 KCNQ1 LMNA MYO1H NOS1AP PRKAG2 SCN10A SCN4B SCN5A SNTA1 TBX5 TNNI3K TNNT2 TRDN HP_SINUS_TACHYCARDIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SINUS_TACHYCARDIA ABCC6 ARSB BANF1 DLST DNMT3A EPAS1 FH GAA KIF1B MAX MDH2 MYH7 MYPN NF1 PEX5 RET RYR1 SDHA SDHAF2 SDHB SDHC SDHD SLC25A11 TMEM127 TPM2 TPM3 VHL HP_SIRENOMELIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SIRENOMELIA AKT1 ATP6V1B2 DACT1 FGF20 GFRA1 GREB1L ITGA8 PTEN RET TBC1D24 WNT9B HP_SKELETAL_DYSPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SKELETAL_DYSPLASIA ABCC9 ACAN ACP5 ACTB ACTG1 AIFM1 AKT1 ALDH3A2 ALG3 ALG6 ALG9 ANAPC1 ANKH ANOS1 ARSB B3GALT6 B4GALT7 BGN BMPR1B CANT1 CCDC141 CCN6 CDH3 CDKN1C CEP120 CFAP410 CHD7 CHST3 COL10A1 COL11A1 COL11A2 COL2A1 COL3A1 COL9A1 COL9A2 COL9A3 COMP CRTAP CTSA CWC27 DCC DCHS1 DDR2 DDRGK1 DMP1 DNAJC21 DPYD DUSP6 DYM DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 EFL1 EIF2AK3 ENPP1 EPCAM EXOC6B EXTL3 FAT4 FEZF1 FGF17 FGF8 FGFR1 FGFR3 FLNA FLNB FLRT3 FN1 GDF5 GEMIN4 GJA1 GLB1 GLI3 GNAS GNS GPX4 HDAC6 HESX1 HS6ST1 HSPA9 HSPG2 IARS2 IDH1 IDUA IFT140 IFT172 IFT80 IHH IL17RD IL6ST KANSL1 KCNJ8 KIAA0753 KIF22 KIF7 KRAS LBR LIFR LONP1 LRRK1 LTBP3 MAP3K7 MATN3 MBTPS1 MMP13 NANS NDNF NEU1 NF1 NKX3-2 NLRP3 NMNAT1 NOTCH2 NPR2 P4HB PAM16 PAPSS2 PCYT1A PERCC1 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PHYH PIK3C2A POLE POLR1B POLR1C POLR1D POP1 PROK2 PROKR2 PTEN PTH1R RECQL4 RMRP RNU4ATAC RPL10 RSPRY1 RUNX2 SBDS SEC23A SEC24D SEMA3A SF3B4 SFRP4 SLC26A2 SLC39A13 SMARCAL1 SMO SOX10 SPRED1 SPRY4 SRP54 STAC3 TACR3 TBXAS1 TCOF1 TGFB1 TMEM165 TMEM53 TMEM67 TONSL TRAPPC2 TREM2 TRIP11 TRPV4 TTC21B TYROBP UFSP2 VPS33A WDR11 WDR19 WDR35 XYLT1 HP_SKELETAL_MUSCLE_ATROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SKELETAL_MUSCLE_ATROPHY AARS1 ABCA1 ABHD12 ACADM ACADSB ACTA1 ACTB ACTN2 ADARB1 ADCY6 ADK ADSL ADSS1 AFG3L2 AGL AGRN AGTPBP1 AIFM1 AIMP1 AIP AK9 ALDH18A1 ALS2 AMPD1 AMPD2 ANG ANO5 ANTXR2 ANXA11 AP1S2 APTX AR ARL6 ARMC5 ARSI ASAH1 ASCC1 ATAD3A ATL1 ATL3 ATM ATP13A2 ATP1A1 ATP7A ATP8A2 ATRX ATXN1 ATXN2 ATXN3 B3GALNT2 B4GALNT1 B4GALT7 B4GAT1 BAG3 BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BICD2 BIN1 BMP1 BRAF BSCL2 BVES C19orf12 C2orf69 C9orf72 CA8 CADM3 CAPN1 CAPN3 CARS1 CAV3 CCDC115 CCNF CCT5 CD28 CD59 CDH23 CEP126 CEP19 CEP290 CFAP410 CFAP418 CHAT CHCHD10 CHMP2B CHN1 CHP1 CHRNA1 CHRNB1 CHRND CHRNE CHRNG CNBP CNTNAP1 COA7 COASY COG7 COG8 COL12A1 COL13A1 COL25A1 COL2A1 COL4A1 COL6A1 COL6A2 COL6A3 COL7A1 COLQ COMP COQ2 CPLANE1 CPT1A CPT1C CRPPA CTLA4 CTNS CUL4B CYP27A1 CYP7B1 DAG1 DALRD3 DAO DARS2 DCAF8 DCTN1 DES DGUOK DHH DHTKD1 DIAPH1 DMD DNA2 DNAJB2 DNAJC19 DNM1L DNM2 DNMT3B DOK7 DPM3 DUX4 DUX4L1 DYNC1H1 DYSF EGR2 EMD ENTPD1 EPHA4 ERBB3 ERBB4 ERCC6 ERCC8 ERGIC1 ERLIN1 ERLIN2 EXOSC3 EXOSC8 EXOSC9 FAM111B FARS2 FBLN5 FBXL4 FBXO38 FGD4 FHL1 FIG4 FITM2 FKBP14 FKRP FKTN FLNA FLNC FLRT1 FLVCR1 FOXP2 FRG1 FUS FXN GAN GARS1 GBA2 GBE1 GBF1 GDAP1 GFPT1 GIPC1 GJB1 GLB1 GLE1 GLT8D1 GMPPB GNAS GNB4 GNE GPR35 GYG1 H4C11 HARS1 HEXB HINT1 HK1 HMGA2 HNRNPA1 HNRNPA2B1 HNRNPDL HSPB1 HSPB3 HSPB8 HSPG2 HUWE1 HYCC1 IBA57 IDUA IFRD1 IFT172 IFT27 IFT74 IGHMBP2 INF2 INPP5K INSR ISCU ITGA7 ITPR3 JAG1 JAG2 JPH1 KANSL1 KAT6A KBTBD13 KCNK9 KDM5C KIF1A KIF1B KIF1C KIF21A KIF5A KLC2 KLHL40 KLHL41 KLHL9 KRT14 KRT5 KY LAMB2 LAMP2 LARGE1 LDB3 LEMD3 LETM1 LIMS2 LIPE LITAF LMNA LMNB2 LMOD3 LRP12 LRP4 LRSAM1 LTBP4 LZTFL1 MAFB MAG MAP3K20 MARS1 MATR3 MB MCCC2 MDH2 MECP2 MED25 MEGF10 MFN2 MGME1 MINPP1 MKKS MKS1 MLIP MME MORC2 MPV17 MPZ MRE11 MST1 MSTO1 MT-ATP8 MT-TE MT-TL1 MTAP MTMR14 MTMR2 MTRFR MUSK MYBPC1 MYH14 MYH3 MYH7 MYMK MYMX MYO9A MYOD1 MYOT MYPN NAGA NALCN NARS2 NBN NDE1 NDRG1 NDUFA12 NDUFA8 NDUFA9 NDUFAF6 NDUFB8 NDUFS2 NDUFS4 NEB NEFH NEFL NEK1 NEMF NEU1 NEXMIF NGLY1 NIPA1 NOP56 NOTCH2NLC NPHP1 NPPA NR3C1 NT5C2 NUP88 OGDH OPA1 OPTN PAX7 PDK3 PDXK PEX10 PEX5 PEX6 PEX7 PFKM PFN1 PGAP1 PHF6 PHKA1 PHKA2 PHKB PHKG2 PHYH PIEZO2 PIGA PIK3R2 PIK3R5 PIP5K1C PLEC PLEKHG5 PLOD3 PLP1 PLXND1 PMP2 PMP22 PNKP PNPLA2 PNPLA6 PNPT1 POGLUT1 POLG POLR2A POLR3A POLRMT POMGNT1 POMGNT2 POMK POMT1 POMT2 PON1 PON2 PON3 PPARGC1A PRPH PRPS1 PRUNE1 PRX PSMB8 PSMG2 PTEN PTRH2 PUS1 PYCR2 PYGM PYROXD1 RAB7A RAI1 RAPSN RBCK1 RBM28 RECQL REEP1 RETREG1 REV3L RILPL1 RNASEH1 RNF170 RPS6KA3 RRM2B RTN2 RXYLT1 RYR1 RYR3 SACS SALL4 SBF1 SBF2 SCAPER SCLT1 SCN4A SCN5A SCN9A SCO2 SCYL1 SCYL2 SDCCAG8 SDHA SDHAF1 SDHB SDHD SELENON SEMA4D SEPTIN9 SETX SFXN4 SGCA SGCB SGCD SGCG SH3TC2 SIGMAR1 SIL1 SLC12A6 SLC16A2 SLC18A3 SLC25A1 SLC25A19 SLC25A21 SLC25A4 SLC25A46 SLC33A1 SLC39A13 SLC46A1 SLC52A2 SLC52A3 SLC5A6 SLC5A7 SLC7A7 SLC9A6 SMCHD1 SMN1 SMN2 SMPD1 SNAP25 SOD1 SOX10 SPART SPAST SPEG SPG11 SPRTN SPTBN4 SPTLC1 SPTLC2 SQSTM1 STAC3 STAT1 STIM1 STING1 STUB1 SUCLA2 SUCLG1 SURF1 SVBP SYNE1 SYNE2 SYT2 TAF15 TARDBP TBC1D23 TBCD TBCE TBCK TBK1 TCAP TCF4 TDP1 TFG TGFB1 TIA1 TIMM8A TIMMDC1 TK2 TMEM43 TMTC3 TNFRSF1B TNNT1 TNR TNXB TOE1 TOR1AIP1 TP53 TPI1 TPM2 TPM3 TRAPPC11 TREM2 TRIM2 TRIM32 TRIP4 TRPV4 TTC19 TTC8 TTN TTPA TUBA1A TUBB2B TWNK TYMP UBA1 UBAP1 UBQLN2 UNC13A UNC45B USP48 USP8 VAMP1 VAPB VCP VLDLR VMA21 VPS13A VPS13D VRK1 VWA1 WARS1 WARS2 WASHC5 WDPCP WDR81 WNK1 WRN YARS1 YARS2 YY1 ZBTB20 ZC4H2 ZFYVE26 HP_SKELETAL_MUSCLE_HYPERTROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SKELETAL_MUSCLE_HYPERTROPHY ABCC8 ACTB AFF4 AGA AGPAT2 AIP AKT1 ALG3 ALG6 ALG8 AMPD2 ANO5 AR ARCN1 ARID1A ARSB ATP2A1 ATP6V1B2 ATRX BAZ1B BCL7B BIN1 BSCL2 BUD23 CAPN3 CAV1 CAV3 CAVIN1 CCDC47 CDCA7 CDKN1C CHCHD10 CIDEC CIZ1 CLCN1 CLIP2 CPSF3 CRPPA CUL4B DAG1 DHX16 DLK1 DMD DNAJC30 DNM2 DNMT3B DPM3 DUOX2 DUOXA2 DVL1 DYSF EHMT1 EIF4H ELN ERLIN2 FDX2 FHL1 FIBP FKBP6 FKRP FKTN FOS FOXE1 FOXG1 FRG1 FUCA1 GAA GATA1 GLB1 GMPPB GNE GNPTAB GNS GPC3 GPC4 GPR101 GTF2I GTF2IRD1 GTF2IRD2 GUSB HELLS HESX1 HEXB HNRNPK HRAS HS2ST1 HSPG2 HYMAI IDS IDUA IFT140 IGF2 IL6ST INPP5E INSR IPO8 IYD JAG2 KCNA1 KCNH1 KCNJ11 KCNMA1 KCNN3 KCNQ1 KCNQ1OT1 KLLN LAMA2 LARGE1 LHX3 LHX4 LIMK1 LIMS2 LIPE LMNA LTBP4 MAN2B1 MAN2C1 MAP3K20 MBD5 MED13L MEG3 METTL27 MICU1 MLXIPL MPZ MSTN MT-TE MTMR14 MYF6 MYH7 NCF1 NEK9 NKX2-1 NKX2-5 PAX8 PEX1 PIGS PIGW PIK3C2A PIK3CA PLAGL1 PLEC PLIN1 PMP22 POLR3A POMGNT1 POMGNT2 POMK POMT1 POMT2 POP1 POPDC3 POU1F1 PPARG PQBP1 PRKAG2 PROP1 PRPS1 PSMB8 PTEN RASA1 RFC2 RMRP RNF125 ROR2 RTL1 RYR1 SCN4A SDHB SDHC SDHD SEC23B SETBP1 SGCA SGCB SGCD SGCG SHOX SLC25A1 SLC26A4 SLC5A5 SMAD4 SMARCA4 SMARCB1 SMN1 SNIP1 SNRPN SNX14 SPG11 SRY STT3A STX1A TBCK TBL2 TCAP TG THRA TMEM270 TPO TRAF3IP2 TRMU TSHB TSHR TTN UBE3A UNC45B USF3 VAPB VPS33A VPS37D WNT5A ZBTB24 ZEB2 ZFP57 HP_SKELETAL_MYOPATHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SKELETAL_MYOPATHY ALDOA COMP HADHA HADHB MT-TE PNPLA2 SDHA SDHAF1 SDHB SDHD TAFAZZIN HP_SKEWFOOT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SKEWFOOT ATP1A2 ATP1A3 CACNA1A NDRG1 SLC1A3 SLC26A2 HP_SKIN_APPENDAGE_NEOPLASM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SKIN_APPENDAGE_NEOPLASM APC CREBBP CTNNB1 DICER1 EP300 FLCN GJB2 GJB6 KEAP1 KLLN MAD1L1 MLH1 MSH2 PTEN SEC23B WNT10A HP_SKIN_DIMPLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SKIN_DIMPLE AEBP1 AFF3 ALPL ANK1 ARID1B ASXL1 ATIC B3GLCT B9D2 BAP1 BAZ1B BCL7B BICD2 BUD23 CAMK2G CAPN15 CCL2 CD96 CDK10 CLIP2 COL25A1 COLEC10 COX7B CPLX1 CTBP1 CTCF DCHS1 DEAF1 DHCR7 DHPS DICER1 DNAJC30 DPAGT1 DVL1 DVL3 DYRK1A EBP EIF4H ELN EPHB4 ERGIC1 EXTL3 FANCB FANCF FAT4 FGFRL1 FKBP6 FUZ FZD2 GNB2 GRB10 GTF2I GTF2IRD1 GTF2IRD2 H4C5 HCCS HIC1 HNRNPK HOXA13 IL6ST KANSL1 KCNK9 KIF15 KMT2A LETM1 LIFR LIG4 LIMK1 MAN2C1 MASP1 MED12 METTL27 MLXIPL NADSYN1 NCAPG2 NCF1 NDUFB11 NELFA NSD2 NSUN2 NXN ODC1 OTUD6B PAFAH1B1 PIGG POLA1 PRMT7 PRR12 PSMD12 RAB23 RFC2 RMRP ROR2 RPL10 SCARF2 SCYL2 SETD5 SHANK3 SMC5 SMG9 SMOC1 SOX9 SPOP STX1A SUGCT TAF1 TBL2 TBX4 TBXT TCF4 TMCO1 TMEM270 USP9X VANGL1 VANGL2 VPS37D WLS WNT5A YWHAE ZIC3 ZNF699 HP_SKIN_EROSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SKIN_EROSION ARL6IP6 ATP2C1 COL2A1 COL7A1 CSTA DSP ECM1 EPHB4 GATA1 GNA11 ITGB4 KIT KRT1 KRT10 KRT14 KRT5 LAMA3 LAMB3 LAMC2 LMNA NAXE PLEC PPOX RIPK4 TGM5 UROD UROS ZMPSTE24 HP_SKIN_NODULE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SKIN_NODULE ABCA1 ABCC6 ABCG8 ACVR1 AKT1 ANTXR2 APC APOA1 APOA2 APOB APOE ASAH1 ATP2A2 B2M BCL2 BCL6 BRAF BTNL2 C4A CCR1 CDK4 COL1A1 COL3A1 COL5A1 COL5A2 COL7A1 CTNNB1 CYLD CYP27A1 DACT1 DDIT3 ECM1 ENPP1 EPHX2 ERAP1 FAS FBN1 FERMT3 FGFR1 FGFR2 FUS G6PC1 GHR GJB2 GJB6 GLA GLMN GLS GNAS HLA-B HLA-DRB1 HMGA2 IARS2 IDH1 IDH2 IFNG IFNGR1 IL10 IL12A IL12A-AS1 IL12B IL23R INSR KIF11 KIF1B KIT KLLN KLRC4 KRAS LDLR LEMD3 LPL LSS LTV1 MC1R MDM2 MEFV MLX MMP14 MMP2 MYSM1 NAGA NOTCH3 NRAS OCRL PCSK9 PDE11A PDGFB PDGFRB PIK3CA POMP PORCN PPP1R17 PRKAR1A PTEN PTH1R PTPN11 RAF1 SALL1 SDHB SDHC SDHD SEC23B SLC37A4 SPRED1 STAT4 TEK TLR4 TNFRSF11A TNFRSF11B TSC1 TSC2 TTPA UBAC2 USF3 HP_SKIN_PICKING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SKIN_PICKING CHD5 CNTNAP2 HDAC4 HTR2A KMT2E MAGEL2 NDN OCA2 SIM1 SLC6A4 SNRPN USP7 HP_SKIN_PIT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SKIN_PIT ANK1 ATP2A2 AUTS2 B3GLCT CIB1 CITED2 CPLX1 CTBP1 DICER1 EDN1 EDNRA EIF2AK3 EYA1 FGFR2 FGFRL1 FLNA FLT4 GATA4 GATA5 GATA6 GDF1 GJA5 GNAI3 GPC3 GPC4 GRHL3 GSC H4C9 HK1 HNRNPK IRF6 JAG1 KAT6A KCNJ2 KDM6A KDR KMT2D KRT5 LETM1 LRP1 MED12 MID1 MITF MSX1 NECTIN1 NKX2-5 NKX2-6 NPHP3 NSD2 OFD1 PAX1 PLCB4 POFUT1 POGLUT1 POLR1D PPP1CB PSENEN PTCH1 PTCH2 RAB23 RIPK4 SALL1 SIX1 SMO SPECC1L STAG2 SUFU SYK TBX1 TFAP2A TP63 TRPM3 UBE2A WBP11 XYLT2 ZFPM2 ZNF462 HP_SKIN_PLAQUE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SKIN_PLAQUE ADA2 AP1S3 ATP2A2 BTNL2 CARD14 CD28 CFTR CIB1 COL2A1 COL7A1 CTLA4 EBP ECM1 GJB2 GJB4 GJB6 GLMN HAVCR2 HLA-DRB1 IDH1 IFNG IL36RN IL7 KDSR KIT KRT10 KRT14 KRT5 KRT83 LAMA3 LAMB3 LAMC2 LDHA LORICRIN MEFV MPDU1 PSMB8 RASA1 SDHD TMC6 TMC8 TNFRSF1B TRPM4 TSC1 TSC2 UBA1 HP_SKIN_RASH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SKIN_RASH ABCB11 ABCB4 ABCC6 ACP5 ADA ADA2 AK2 ANK1 APOA1 ARHGEF2 ARPC1B ASXL1 ATP8B1 B2M BANK1 BLK BLM BLNK BTD BTK BTNL2 C1QB C1QC C4A C4B CASP10 CBL CD28 CD79A CD79B CDK10 CIC CIITA CLEC7A CLTRN COX4I2 CR2 CTLA4 CYBA CYBB DCLRE1C DNAJC21 DNASE1 DNASE1L3 EFL1 ELF4 ENPP1 EPB42 ERCC2 ERCC3 ERCC4 ERCC5 ETS1 FCGR2A FCGR2B FCGR3B FGA GJA1 GJB3 GJB4 HLA-DPA1 HLA-DPB1 HLA-DRB1 HLCS IFIH1 IFNG IGHG1 IGHG2 IGHM IGKC IGLL1 IKBKG IL10 IL17F IL17RA IL17RC IL1RN IL2RG IL6 IL6ST IRAK1 IRF5 ITGAM JAK3 JAZF1 KDSR KIAA0319L KIT LACC1 LBR LCP2 LEMD3 LMBRD1 LPIN2 LRRC8A LYST LYZ MALT1 MECP2 MEFV MIF MVK NAXD NCF1 NCF2 NLRC4 NLRP12 NLRP3 NOD2 NR1H4 OTULIN PDCD1 PDGFRA PIK3R1 POMP PRF1 PRTN3 PSMB10 PSMB4 PSMB9 PTPN22 PTPRC PXK RAG1 RAG2 RELB RFX5 RFXANK RFXAP RIPK1 RUNX1 SAT1 SBDS SDHA SDHB SDHC SLC39A7 SLC4A1 SLC6A19 SMARCAD1 SPI1 SPINK5 SPP1 SPTA1 SPTB SRP54 SRSF2 STAT3 STAT4 STING1 STX11 STXBP2 SYK TCF3 TEK TET2 TLR7 TNFAIP3 TNFRSF1A TNFRSF1B TNFSF4 TNIP1 TOP3A TRAF3IP2 TREX1 UBE2L3 UNC13D USB1 ZAP70 ZNFX1 HP_SKIN_TAGS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SKIN_TAGS AKT1 ALX1 ALX3 ANKRD11 ANTXR1 ARID1B B3GLCT BCOR BRF1 CCDC22 CHD7 CHN1 COL2A1 CPLX1 CTBP1 CTNND2 DACT1 DPYSL5 EDN1 EDNRA EFTUD2 EXT2 EYA1 FGF3 FGFR1 FGFR2 FGFR3 FGFRL1 FLCN FLNB FN1 GNAI3 GPC3 GPC4 H4C3 H4C5 H4C9 HNRNPU IRX5 KDM6A KIF7 KMT2D KRAS LETM1 LRP5 MAFB MED12 MED13L MSL3 NAA10 NSD2 NSMCE2 ODC1 PIGS PIK3CA PLCB4 POLR1B POLR1C POLR1D PRMT7 PTCH1 PTEN PUF60 RIPK4 SALL1 SALL4 SEMA3E SEMA5A SF3B2 SF3B4 SIX1 SIX5 SMARCA2 SNRPN STAG2 SVBP TASP1 TCOF1 TMEM260 TXNL4A UBE3B VPS13B VPS35L WASHC5 WBP11 WLS ZNF668 HP_SKIN_ULCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SKIN_ULCER ADA2 AK2 ANK1 ANTXR2 AQP5 ATL1 ATL3 ATRX BMS1 BRAF BTK CAV1 CCN2 CCR6 CCT5 CD28 CDH23 CLEC7A CLPB COL1A1 COL3A1 CTC1 CTLA4 CYBA CYBB CYBC1 DKC1 DLL4 DOCK8 ELANE EPB42 EPHB4 F12 GBA1 GBE1 GFI1 GNAQ HAVCR2 HBB HLA-B HLA-DPA1 HLA-DPB1 HLA-DRB1 IDH1 IDH2 IKBKG IL12B IL17F IL17RA IL17RC IL6ST IRF5 ITGB2 ITGB4 KIAA0319L KIF11 KIF1A KRT1 KRT10 LAMA3 LBR LMNA LYST MBTPS2 MEFV MLX MPV17 NCF1 NCF2 NCF4 NFKB1 NGF NHP2 NOD2 NOP10 NOTCH2 NOTCH3 NPM1 NR3C1 NTRK1 OCRL OTULIN P4HA2 PARN PDGFB PDGFRB PEPD PERP PGM3 PIGL PLEC PROS1 PRTN3 PSTPIP1 PTH1R PTPN22 RASA1 RETREG1 RTEL1 SBF2 SCN9A SLC39A4 SLC4A1 SPTA1 SPTB SPTLC1 SPTLC2 SRP19 SRP54 STAT3 TAP1 TAP2 TAPBP TCIRG1 TERC TERT TINF2 TNFRSF1B TP53 TP63 TRAF3IP2 TREX1 TRPV3 TYMS UBA2 USB1 USP48 USP8 WAS WDR1 WIPF1 WNK1 WRAP53 WRN HP_SKIN_VESICLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SKIN_VESICLE ATP2A2 ATP2C1 COL7A1 CTC1 DKC1 DSC3 IL6ST KRT5 MEFV NHP2 NOP10 NPM1 PARN PLEC POFUT1 POGLUT1 PPOX PSENEN RTEL1 SLC35C1 STAT3 TERC TERT TINF2 TYMS USB1 WRAP53 HP_SKULL_ASYMMETRY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SKULL_ASYMMETRY COLEC11 FGFR2 FTO MASP1 RAD21 RSPRY1 TWIST1 HP_SLANTING_OF_THE_PALPEBRAL_FISSURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SLANTING_OF_THE_PALPEBRAL_FISSURE AARS1 ABAT ABCA5 ABL1 ACSL4 ACTB ACTG1 ACTL6B ADAMTS2 ADAMTS3 ADAMTSL2 ADARB1 ADAT3 ADNP AFF4 AGO1 AGO2 AGR2 AHDC1 AKT1 ALDH1A2 ALDH6A1 ALG2 ALX4 AMMECR1 AMPD2 ANK1 ANKLE2 ANKRD11 ANKRD17 AP1S1 AP3B1 AP3B2 AP4E1 APC APC2 ARCN1 ARHGEF2 ARID1B ARID2 ARL6 ARV1 ARVCF ASPH ASPM ASXL1 ASXL3 ATAD3A ATP1A2 ATP1A3 ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 ATP7A ATR ATRIP ATRX AUTS2 B3GAT3 B3GLCT BAP1 BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCL11A BCL11B BCORL1 BGN BICRA BLTP1 BMP2 BMPR1A BPTF BRAF BRCA1 BRCA2 BRIP1 BRPF1 BUB1 BUB1B BUB3 C12orf57 C2CD3 CACNA1A CACNA1B CACNA1G CACNA2D1 CAMK2A CAMTA1 CASK CBL CCDC115 CCDC22 CCDC32 CD96 CDC42 CDC42BPB CDH11 CDH2 CDK10 CDK13 CDK19 CDK5RAP2 CDK6 CELF2 CENPE CENPJ CENPT CEP135 CEP152 CEP19 CEP290 CEP57 CEP63 CERT1 CFAP418 CHAMP1 CHD1 CHD4 CHD5 CHD7 CHD8 CHRNA7 CHRNG CHST14 CHST3 CIT CKAP2L CLCN3 CLCN4 CLTC CNKSR2 CNOT2 CNOT3 CNTNAP2 COG1 COG7 COL11A1 COL11A2 COL3A1 COL5A1 COL9A3 COLEC10 COLEC11 COMT COPB1 COPB2 CPLX1 CREBBP CRTAP CSGALNACT1 CTBP1 CTNND2 CTU2 CUL4B CWC27 CYFIP2 DALRD3 DDB1 DDX59 DEAF1 DHCR24 DHCR7 DHDDS DHODH DHX30 DLG3 DLX4 DMXL2 DNA2 DNAJC21 DNM1 DOCK3 DOK7 DONSON DPF2 DPH1 DPH2 DPH5 DPM1 DPP9 DPYD DPYSL5 DSE DVL1 DVL3 DYNC1H1 DYNC1I2 DYNC2LI1 DYRK1A EBF3 EBP EDEM3 EED EEF1A2 EFEMP2 EFNB1 EFTUD2 EHMT1 EIF2AK3 EIF5A EP300 ERCC4 ESCO2 EXOC2 EXOSC2 EZH2 FAM20C FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FBLN5 FBN1 FBXL4 FBXO11 FBXO28 FBXO31 FGD1 FGF12 FGF13 FGF3 FGFR1 FGFR2 FGFR3 FHL1 FIBP FIG4 FLCN FLI1 FLII FLNA FOXG1 FOXP1 FREM1 FZD2 FZR1 GABBR2 GABRA2 GABRA5 GABRB2 GABRG2 GAD1 GALNT2 GATA1 GATA4 GATAD2B GJA1 GJA5 GJA8 GLE1 GLI3 GMNN GNB2 GORAB GP1BB GPC3 GPC4 GRIN2D GSC H3-3A H4C11 H4C3 H4C5 H4C9 HBA1 HBA2 HBB HCN1 HDAC4 HEATR3 HECTD4 HERC1 HERC2 HHAT HIRA HIVEP2 HNRNPH1 HNRNPK HNRNPR HNRNPU HRAS HS2ST1 HS6ST2 HSD17B4 HUWE1 IDH1 IFT140 IFT172 IFT27 IFT57 IFT74 IGBP1 IGF1R IL11RA IL1RAPL1 IL6ST IQSEC2 JAG1 JARID2 JMJD1C KANSL1 KAT5 KAT6B KAT8 KCNA2 KCNB1 KCNE5 KCNH1 KCNMA1 KCNN3 KDM1A KDM4B KDM5B KDM5C KIF11 KIF14 KIF15 KIF7 KIFBP KMT2A KMT2D KMT2E KNL1 KPTN KRAS KREMEN1 LDHD LETM1 LIG4 LMBRD2 LMNA LMNB1 LRP2 LRP4 LTBP1 LZTFL1 LZTR1 MAD2L2 MAF MAGEL2 MAN1B1 MAP2K1 MAP2K2 MAP3K7 MAPK1 MAPK8IP3 MAPRE2 MASP1 MCM7 MCPH1 MCTP2 MECP2 MED12 MED12L MED13L MED25 MEF2C MEGF8 MEIS2 METTL5 MFSD2A MGAT2 MID1 MINPP1 MKKS MKRN3 MKS1 MN1 MPDZ MRAS MRPS2 MSL3 MTOR MTSS2 MVK MYCN MYH3 MYMK MYMX MYOD1 NAA10 NAA20 NALCN NARS1 NBN NCAPD3 NDUFS4 NECAP1 NECTIN1 NEK9 NELFA NEXMIF NF1 NFIA NFIB NFIX NOG NONO NOTCH2 NOTCH3 NOVA2 NPAP1 NPHP1 NR2F1 NRAS NRCAM NSD1 NSD2 NSDHL NSRP1 NTRK2 NUP37 NUP85 NUS1 NXN OCRL ODC1 OFD1 OGDHL ORC6 OSGEP OTUD5 OTUD6B P4HB PACS1 PACS2 PAFAH1B1 PAK3 PALB2 PARS2 PAX3 PCDHGC4 PCGF2 PCNT PDGFRB PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PGAP1 PGAP2 PGAP3 PGM2L1 PHC1 PHF8 PHIP PHOX2B PIGA PIGB PIGG PIGL PIGN PIGO PIGT PIGV PIGW PIGY PIK3CA PITX1 PKDCC PLK4 PLOD1 PLPBP PMM2 POGZ POLA1 POLR1A POLR1B POLR1C POLR1D POLR3A POLR3GL PPP1CB PPP1R12A PPP1R15B PPP1R21 PPP2R1A PPP2R5D PPP3CA PQBP1 PRDM13 PRKAR1B PRPS1 PRR12 PRRX1 PSMD12 PTCH1 PTEN PTPN11 PUF60 PURA PUS7 PWAR1 PWRN1 PYCR1 PYCR2 QRICH1 RAB11B RAB3GAP2 RAD21 RAD51 RAD51C RAF1 RAI1 RAPSN RASA2 RBBP8 RDH11 RECQL4 RERE RFWD3 RFX7 RIN2 RIPK4 RIT1 RLIM RNF135 RNU4ATAC ROR2 RPS19 RPS28 RPS6KA3 RRAS RRAS2 RREB1 RTTN RYR1 SARS1 SASS6 SATB1 SATB2 SC5D SCAPER SCLT1 SCN3A SCN4A SCN8A SCNM1 SDCCAG8 SEC24C SEC24D SEMA5A SEPTIN9 SET SETBP1 SETD1A SETD1B SETD2 SETD5 SF3B4 SH3PXD2B SHOC2 SIAH1 SIM1 SIN3A SKI SKIC3 SLC13A5 SLC19A3 SLC1A2 SLC25A24 SLC29A3 SLC2A10 SLC30A9 SLC38A3 SLC39A13 SLC45A1 SLC9A7 SLF2 SLX4 SMARCA2 SMC1A SMOC1 SMPD4 SMS SNAP29 SNORD115-1 SNORD116-1 SNRPB SNRPN SON SOS1 SOS2 SOX5 SPART SPATA5L1 SPECC1L SPEN SPOP SPRED1 SPRED2 SPTBN1 STAC3 STEEP1 STIL SUPT16H SUZ12 SYNGAP1 SYNJ1 SZT2 TAF1 TAF13 TASP1 TBCD TBCK TBR1 TBX1 TBX6 TCF4 TCOF1 TELO2 TFAP2A TFAP2B TFE3 TGDS TGFB2 TGFB3 THOC6 THUMPD1 TLK2 TMCO1 TMEM147 TMEM237 TNNI2 TNRC6B TOE1 TOR1A TRAIP TRAK1 TRAPPC10 TRAPPC14 TRIM32 TRIO TRIP12 TRIP13 TRMT10A TRPM3 TRRAP TSPEAR TSR2 TTC26 TTC8 TUBB TUBB3 TUBGCP2 TWIST1 TWIST2 UBA5 UBE2A UBE2T UBE3A UBE3B UBR1 UBR7 UFD1 UMPS UNC80 UQCC2 USP9X VAC14 VPS13B VPS35L WAC WARS1 WASF1 WASHC5 WDPCP WDR35 WDR62 WNT5A WWOX XRCC2 XRCC4 YWHAE YWHAG YY1 ZBTB20 ZC4H2 ZEB2 ZIC1 ZIC2 ZMIZ1 ZMPSTE24 ZMYM2 ZMYND11 ZNF148 ZNF292 ZNF462 ZNF526 ZSWIM6 HP_SLEEP_APNEA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SLEEP_APNEA ABCC9 AFF4 AGRN AHDC1 AIP ARCN1 ARL3 ARSB ASCL1 ASNS ASXL1 ATN1 ATP1A2 BICD2 BMP2 BRAF C2CD3 CA2 CACNA1C CACNA1I CACNA2D1 CCDC47 CDC42BPB CDK13 CEP57 CHAMP1 CHAT COL13A1 COL3A1 COLQ COQ2 CREBBP CTNNB1 CTSK DCTN1 DDB1 DKK1 DMD DNA2 DPH1 DPH2 DPH5 EDN1 EP300 EXOC2 EXT2 FBXO28 FGFR2 FGFR3 FLCN FXR1 GABRG2 GNAI3 GNE GNPTAB GPR101 GRB10 GRIN1 GRIN2A GSN GUSB H4C5 HERC2 HRAS IDS IDUA LAMB2 LARP7 LRPPRC LRRC32 LTBP3 MAGEL2 MCM3AP MED27 MKRN3 MOG MRPS34 MYO9A NACC1 NADK2 NALCN NCAPG2 NDN NDUFAF2 NDUFS2 NEFH NFIX NGLY1 NONO NOTCH3 NPAP1 OCA2 P4HTM PCGF2 PHOX2B PIGT PLCB4 POGZ PRKAR1B PRMT7 PRPH PRPS1 PRR12 PWAR1 PWRN1 RAB11B RAI1 RECQL4 RERE RET RPS6KA3 RUNX2 SATB2 SH3BP2 SIM1 SIN3A SKI SLC18A3 SLC25A1 SLC5A7 SNAP25 SNORD115-1 SNORD116-1 SNRPN SOD1 SPOP SRPX2 SYT1 SYT2 TCF4 TERT TNNT1 TRPV4 TSPYL1 TWIST1 UNC80 USP7 VAMP1 VPS51 ZBTB7A ZMYM2 HP_SLEEP_DISTURBANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SLEEP_DISTURBANCE ABCB11 ABCB4 ABCC9 ACAT1 ACTA1 ADGRL1 ADH1C ADNP ADRB1 AFF4 AGA AGO1 AGRN AHDC1 AIFM1 AIP AKT1 ALDH4A1 ALG13 ALMS1 ANK3 AP3B2 APOE ARCN1 ARL3 ARNT2 ARSB ARX ASCL1 ASH1L ASNS ASPA ASXL1 ASXL3 ATAD1 ATAD3A ATN1 ATP10A ATP1A2 ATP7B ATP8B1 ATP9A ATXN10 ATXN2 ATXN3 ATXN7 ATXN8OS BAP1 BAZ1B BCL11A BCL7B BICD2 BICRA BMP2 BRAF BRD4 BSCL2 BUD23 C2CD3 CA2 CABP4 CACNA1C CACNA1I CACNA2D1 CAMK2A CAMK2B CARS1 CASK CCDC47 CDC42BPB CDK13 CDKL5 CDON CEP57 CHAMP1 CHAT CHCHD2 CHD8 CHKA CHRNA2 CHRNA4 CHRNB2 CIC CISD2 CLCNKB CLIP2 CLN3 CLN5 CNOT1 COA8 COL13A1 COL3A1 COLQ COQ2 CORIN CPOX CREBBP CRH CRY1 CSNK1D CSNK2A1 CTCF CTNNB1 CTSH CTSK DBH DCTN1 DDB1 DDC DEAF1 DEPDC5 DHCR7 DHX30 DISP1 DKK1 DLL1 DMD DMPK DMXL2 DNA2 DNAJC13 DNAJC30 DNAJC6 DNMT1 DOK7 DPH1 DPH2 DPH5 DPYS DUOX2 DYRK1A EDN1 EEF1A2 EHMT1 EIF3F EIF4G1 EIF4H ELN EMC10 EML1 EP300 EPG5 EPM2A ERCC4 ERCC6 ERCC8 EXOC2 EXT2 FARS2 FBP1 FBXL3 FBXO11 FBXO28 FBXO7 FGF8 FGFR1 FGFR2 FGFR3 FKBP6 FKRP FKTN FLCN FLII FLT1 FMR1 FOXE1 FOXG1 FOXH1 FRA10AC1 FTL FXR1 GABBR2 GABRB3 GABRG2 GALNT2 GAS1 GATAD2B GBA1 GCH1 GFAP GIGYF2 GJB1 GLI2 GLRA1 GLRB GLUD2 GNAI3 GNAO1 GNE GNPTAB GNS GPHN GPR101 GRB10 GRIA1 GRIA3 GRIN1 GRIN2A GRM7 GSN GTF2I GTF2IRD1 GTF2IRD2 GUSB H4C5 HACD1 HCRT HDAC4 HDAC8 HDC HEPHL1 HERC2 HESX1 HEXB HGSNAT HIBCH HLA-DQB1 HLA-DRB1 HMBS HMGCL HRAS HTRA2 HTT HUWE1 IDS IDUA IFNG IL12A IL12RB1 IMPDH2 IQSEC2 IRF4 IRF5 ITGA7 KAT5 KAT6A KCNA1 KCNT1 KDM6B KIF11 KIF15 KIF21A KMT2A KMT5B LAMB2 LARGE1 LARP7 LIAS LIMK1 LRPPRC LRRC32 LRRK2 LTBP3 MAGEL2 MAP3K20 MAPT MBD5 MCM3AP MECP2 MED12L MED23 MED27 MEN1 METTL27 MFN2 MFSD8 MKRN3 MLXIPL MMEL1 MOG MRPS34 MT-TT MTFMT MTRR MUSK MYL2 MYO9A MYOD1 NAA10 NACC1 NADK2 NAGLU NAGS NALCN NCAPG2 NCF1 NDN NDP NDST1 NDUFAF2 NDUFS2 NEFH NEFL NEUROD2 NF1 NF2 NFIX NGLY1 NHLRC1 NIPBL NKX2-1 NKX2-5 NODAL NOL3 NONO NOTCH3 NPAP1 NR1H4 NR4A2 NSDHL NTNG1 NUP88 OCA2 OTX2 P2RY11 P4HTM PARK7 PAX8 PCGF2 PDE2A PDGFB PER2 PER3 PHIP PHKA2 PHKG2 PHOX2B PIDD1 PIGP PIGQ PIGT PIK3CA PINK1 PLCB4 PLCH1 PNKP PODXL POGZ POLR2A POMT1 POMT2 POU2AF1 POU3F3 PPT1 PRKAR1B PRKN PRMT7 PRNP PROKR2 PRPH PRPS1 PRR12 PSEN2 PTCH1 PTS PUF60 PWAR1 PWRN1 PYGL RAB11B RAC1 RAD21 RAI1 RAPSN RECQL4 RERE RET RFC1 RFC2 RFX7 RIC1 RNU7-1 RPS6KA3 RTTN RUNX2 SARDH SATB1 SATB2 SCN1B SCN2A SELENON SEPSECS SEPTIN9 SETBP1 SETD1A SETD5 SGSH SH3BP2 SHANK3 SHH SIK1 SIM1 SIN3A SIX3 SKI SLC12A3 SLC18A2 SLC18A3 SLC22A5 SLC25A1 SLC25A13 SLC25A22 SLC26A4 SLC2A1 SLC2A3 SLC32A1 SLC35C1 SLC5A7 SLC6A5 SLC9A6 SLITRK1 SMARCB1 SMARCC2 SMARCE1 SMC1A SMC3 SMO SNAP25 SNCA SNCAIP SNORD115-1 SNORD116-1 SNRPN SOD1 SOX2 SOX3 SPART SPIB SPOP SPR SPTBN1 SRPX2 STAG2 STIL STOX1 STUB1 STX1A SUCLG1 SUFU SUPT16H SYNGAP1 SYNJ1 SYT1 SYT2 TAF1 TANC2 TBC1D20 TBC1D24 TBK1 TBL2 TBP TCF20 TCF4 TDGF1 TDP2 TELO2 TERT TFAP2B TFE3 TGIF1 TICAM1 TIMELESS TLR3 TMEM270 TNFSF15 TNFSF4 TNNT1 TNPO3 TNRC6B TPM2 TPM3 TRAF3 TRAF7 TRANK1 TRIM8 TRIO TRPV4 TSC1 TSC2 TSEN15 TSEN2 TSEN34 TSEN54 TSHR TSPYL1 TTC5 TTI2 TUBA1A TUBB3 TWIST1 TWNK UBE3A UBE3C UCHL1 UNC80 UNC93B1 UQCC3 USP7 VAMP1 VPS13A VPS13C VPS35 VPS37D VPS4A VPS51 VRK1 WAC WDR4 WDR45 WDR73 WFS1 YY1 ZBTB20 ZBTB7A ZEB2 ZIC2 ZMYM2 ZNF365 HP_SLEEP_WAKE_CYCLE_DISTURBANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SLEEP_WAKE_CYCLE_DISTURBANCE APOE ATP10A CAMK2A CDKL5 CDON CHD8 CSNK1D DHCR7 DISP1 DLL1 FBXL3 FGF8 FGFR1 FOXH1 GABBR2 GAS1 GLI2 GNS GRIA3 KIF15 NODAL PER2 PER3 PLCH1 PSEN2 PTCH1 RAI1 SHH SIX3 SMC1A SNRPN STAG2 STIL TAF1 TDGF1 TELO2 TGIF1 TIMELESS UBE3A ZIC2 HP_SLENDER_BUILD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SLENDER_BUILD ACTA1 CIC COL6A1 COL6A2 COL6A3 DNA2 FARSB FBN2 GRIA3 HERC1 KANSL1 KBTBD13 KLHL41 MED12 MYPN NEB NONO NSDHL POLG POLR3A SARS1 STRADA TGFB1 TIMM50 TNNT1 TPM2 TPM3 TUBB4A TYMP UPF3B WRN HP_SLENDER_FINGER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SLENDER_FINGER ABL1 ACTA2 ACTG2 AEBP1 ALG14 AMER1 ARVCF ASPH ASXL3 ATP2B1 ATRX B3GALT6 B4GALT7 BCR BGN BICRA BMP1 BMP15 BNC1 BPTF C1R CBS CDC42BPB CHRNG CHST14 CIC CNTN1 COL11A1 COL12A1 COL2A1 COL3A1 COL6A1 COL6A2 COL6A3 COMT CPLX1 CRKL CTBP1 CTSC CYP26B1 DLG4 DPAGT1 DSE EFEMP2 EFTUD2 ELN FARSA FBLN5 FBN1 FBN2 FGFR2 FGFR3 FLNA FOXE3 FSHR GNB2 GP1BB H3-3B HERC1 HEY2 HIRA HNRNPH1 HNRNPH2 HYOU1 IPO8 JMJD1C KANSL1 KIF22 LAGE3 LETM1 LFNG LOX MAPK1 MAPK8IP3 MAT2A MED12 MFAP5 MRPS22 MSH4 MTM1 MYH11 MYLK NALCN NARS1 NELFA NFIX NKAP NPR2 NPR3 NR5A1 NSD2 NUP107 OSGEP OTUD6B PACS1 PAPPA2 PEPD PHF8 PIEZO2 PIGG PLOD1 POLR3H POR PPP1R15B PQBP1 PRDM5 PRKG1 PSMC3IP PTCH1 PTCH2 PYCR2 RECQL RREB1 SATB2 SCARF2 SEC24C SH2B1 SIN3A SKI SLC2A10 SLC9A6 SMAD2 SMAD3 SMAD4 SMARCE1 SMS SON SOX6 SPIDR STUB1 SUFU TBX1 TGFB2 TGFB3 TGFBR1 TGFBR2 THSD4 TPR TRAPPC9 TRMT10A UBE3B UFD1 UNC80 UPF3B USP9X VPS13B WDR73 XYLT2 YRDC ZDHHC9 ZEB2 ZNF469 ZSWIM7 HP_SLENDER_LONG_BONE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SLENDER_LONG_BONE ATP6V0A2 B3GALT6 BRF1 CCDC134 CCDC8 CDC45 CDC6 CDT1 COL1A1 COL1A2 CUL7 ERCC1 FAM111A FDFT1 FIG4 GLE1 GMNN HARS1 HNRNPH1 ITCH KCNJ2 LARP7 MAFB MGAT2 MUSK NFIX NSMCE2 OBSL1 ORC1 ORC4 ORC6 P3H1 PCNT PDGFRB PIGT PIGU PIK3R1 POLR3A PPP3CA RAB3GAP2 RSPRY1 SCARF2 SCN4A SON TBCE VAC14 HP_SLENDER_LONG_BONES_WITH_NARROW_DIAPHYSES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SLENDER_LONG_BONES_WITH_NARROW_DIAPHYSES ATP6V0A2 B3GALT6 FIG4 HNRNPH1 VAC14 HP_SLENDER_TOE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SLENDER_TOE B4GALT7 MTM1 PPP1R15B SMS TRMT10A VPS13B HP_SLOPING_FOREHEAD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SLOPING_FOREHEAD ACER3 ADAT3 ANKLE2 ARX ASNS ASPM ASXL3 ATR B9D1 B9D2 BRCA1 BRCA2 BRIP1 BUB1 BUB1B BUB3 C2CD3 CAMK2B CASK CC2D2A CCDC88A CDK5RAP2 CDK6 CDKL5 CENPE CENPJ CEP135 CEP152 CEP290 CEP57 CEP63 CIT CNOT1 COASY COG4 COPB2 CPT2 CSPP1 CTSD DDX11 DMXL2 DYNC1I2 EIF2S3 EMG1 ERCC4 ERCC6 EXOC2 EXOSC5 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FKBP14 FKRP FKTN GLI3 GNAO1 GPKOW GRIN1 GRM7 IL11RA KAT6B KATNB1 KCNA1 KIF11 KIF14 KIF7 KIFBP KNL1 LARGE1 LIG4 LTBP4 MAD2L2 MCM7 MCPH1 METTL5 MFSD2A MGP MKS1 NBN NCAPD2 NCAPD3 NCAPH NDE1 NEUROD2 NFIX NHEJ1 NSUN2 NUP107 NUP37 OCLN OSGEP PAH PAK3 PALB2 PARS2 PCDHGC4 PCNT PHC1 PHF8 PHGDH PIGP PIGQ PLK4 PNKP POMT1 POMT2 PRUNE1 PSAT1 PYCR2 QARS1 RAD51 RAD51C RBBP8 RBM10 RELN RFWD3 RNU4ATAC RPGRIP1 RPGRIP1L RRP7A RTTN RUNX2 SARS1 SASS6 SC5D SCN1B SCN2A SEPSECS SETBP1 SIK1 SLC25A19 SLC25A22 SLC32A1 SLX4 SMPD4 STAG2 STAMBP STIL TAF13 TBCK TCTN1 TCTN2 TCTN3 TMEM107 TMEM216 TMEM231 TMEM237 TMEM67 TRAPPC10 TRAPPC14 TRIM8 TRIP12 TRIP13 TSEN15 TSEN2 TSEN34 TSEN54 TTI2 TUBGCP2 TUBGCP4 TUBGCP6 TXNDC15 UBE2T UFC1 UGP2 VARS1 VIPAS39 VPS33B WARS1 WDR62 WDR73 WLS XRCC2 XRCC4 ZIC2 ZNF335 ZNF526 HP_SLOWED_SLURRED_SPEECH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SLOWED_SLURRED_SPEECH DNAJC6 MAPT PIDD1 PODXL SPG7 SYNJ1 HP_SLOWLY_PROGRESSIVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SLOWLY_PROGRESSIVE ABHD12 ACTA1 ACTN4 ADSS1 AFG3L2 AIFM1 ALDH18A1 ALG14 ALG2 ALS2 AP4B1 AR ATP1A1 ATP6AP2 ATP7A BSCL2 C19orf12 CACNA1G CCDC88C CFL2 CHCHD10 CHKB CLCN5 CLN8 COA7 COL6A1 COL6A2 COL6A3 COX6A1 CPT1C CRPPA CRYAB CWF19L1 DAB1 DARS2 DCTN1 DDHD1 DNA2 DNAJB2 DNAJB6 DNAJC6 DNM1L DNM2 DPAGT1 DYNC1H1 DYSF DZIP1L EEF2 ELOVL5 EMD ERLIN2 FARS2 FAT2 FBXO38 FBXO7 FLNC FLVCR1 FN1 FRG1 FZD4 FZD6 GAN GARS1 GBE1 GDAP2 GJB1 GNB4 GRM1 GYG1 HEPACAM HNRNPA1 HNRNPDL HPCA HSPB1 HSPB3 IBA57 IGHMBP2 ITPR1 KBTBD13 KCNC3 KCND3 KIF1A KIF1B KY LAMA2 LMNA LRP12 LRP5 LRRK2 LRSAM1 MAG MAP3K20 MARS1 MCM2 MCM3AP MECP2 MFN2 MME MORC2 MPZ MTMR14 MTPAP MYH7 MYMK MYOT MYPN NDUFA13 NEFL NLRP3 NOL3 ORAI1 PANK2 PARK7 PDE8B PDK3 PDYN PEX10 PEX2 PINK1 PLD3 PLP1 PMP2 PMP22 PNPLA2 POGLUT1 POMT1 PRKCG PRX PYROXD1 REEP2 RETREG1 RFC1 RNASET2 RYR1 SCN9A SETX SIGMAR1 SLC25A4 SLC34A2 SLC5A7 SMN1 SPG11 SPG21 SPTBN2 STIM1 SURF1 SYNE1 SYT14 TBC1D24 TEAD1 TENM4 TFG TGM6 TIA1 TMEM240 TMEM43 TOR1AIP1 TPP1 TRIM32 TTN VMA21 VWA3B WARS1 WNK1 HP_SLOW_DECREASE_IN_VISUAL_ACUITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SLOW_DECREASE_IN_VISUAL_ACUITY AKT1 BAP1 BRAF CTNNB1 DNAJC30 DNM1L FA2H GUCA1A GUCY2D MFN2 MT-ATP6 MT-CO1 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND4 MT-ND4L MT-ND5 MT-ND6 NDUFS2 NF2 PDGFB PIK3CA PRPH2 RAX2 RP1L1 SMARCB1 SMARCE1 SMO SUFU TERT TGFBI TRAF7 HP_SLOW_PUPILLARY_LIGHT_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SLOW_PUPILLARY_LIGHT_RESPONSE AIMP1 CHRM3 CHRNA3 COL18A1 COL25A1 COLQ GALC KIF21A LAMB2 MPZ PHOX2A PMP22 PRPS1 PSAP TUBA1A TUBB2B TUBB3 TULP1 HP_SLOW_SACCADIC_EYE_MOVEMENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SLOW_SACCADIC_EYE_MOVEMENTS AFG3L2 AGTPBP1 ALS2 ANO10 ATP13A2 ATP2B3 ATXN1 ATXN2 ATXN7 ATXN8OS CHP1 COQ5 DARS2 DHX16 ELOVL5 FBXO7 GBA1 GJC2 MAPT MECR MRE11 NDUFA13 NOP56 PDYN PEX2 PIK3R5 PLD3 PRNP SCP2 SHMT2 SLC44A1 SNCA SYT2 TGM6 TMEM240 TNR VAMP1 VPS13A HP_SLURRED_SPEECH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SLURRED_SPEECH ABCD1 ACOX2 ANO10 ATM ATP6AP2 ATP6V0A2 ATXN1 CA8 CACNA1A CHD8 CTSH CWF19L1 DARS2 DNAJC6 DPP9 EZH2 FASTKD2 FOXG1 GALC GLB1 GRIN2A HCRT HLA-DQB1 HLA-DRB1 ITPR1 KCNA1 KCND3 KCNQ2 LINGO1 MAPT MOG MT-TK MYORG NEU1 P2RY11 PDE8B PIDD1 PODXL POLG PRNP SCN2A SETD2 SLC1A3 SPART SPG7 SPTBN2 SUPT16H SYNJ1 TBC1D2B TNFSF4 TRANK1 VPS13A ZNF365 HP_SMALL_ANTERIOR_FONTANELLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SMALL_ANTERIOR_FONTANELLE ATR EBP HYMAI MYCN NFASC ORC1 PLAGL1 RNU4ATAC SLC25A19 VARS1 HP_SMALL_BASAL_GANGLIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SMALL_BASAL_GANGLIA ADAR CNTNAP1 CYB5A CYB5R3 FDXR HIBCH MT-ATP6 NANS NUP54 NUP62 SLC19A3 TBCK TUBB3 VPS13A HP_SMALL_BOWEL_DIVERTICULA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SMALL_BOWEL_DIVERTICULA ALDH18A1 EFEMP2 ELN FBLN5 LTBP1 HP_SMALL_CEREBRAL_CORTEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SMALL_CEREBRAL_CORTEX ASPM CDK13 CDK5RAP2 CENPJ KIF14 MCPH1 TCF4 ZNF335 HP_SMALL_EARLOBE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SMALL_EARLOBE ABHD5 AHDC1 ARVCF CDC6 COL2A1 COMT EBF3 FIG4 FN1 GP1BB HIRA HNRNPH1 JMJD1C KAT6A KCTD1 POLR3A PTPRF RBM10 RREB1 SCARF2 SEC24C SLC35C1 SMS TBX1 UFD1 ZMYM2 HP_SMALL_EPIPHYSES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SMALL_EPIPHYSES AIFM1 CHST3 COL11A1 COL2A1 COL9A1 COL9A2 COL9A3 COMP DLK1 EIF2AK3 KIF22 MATN3 MEG3 MMP13 NANS RMRP RNU4ATAC RSPRY1 RTL1 SLC10A7 SLC35B2 TMEM67 TONSL TRIP11 HP_SMALL_FACE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SMALL_FACE ACTA1 ANTXR2 AP4E1 APC2 ATP7A ATR ATRIP AXIN2 B3GAT3 B4GALT7 BAZ1B BCL7B BCOR BLM BUD23 CENPE CENPJ CENPT CEP152 CFL2 CHD7 CHRNB1 CHST3 CLIP2 COG1 COL18A1 DDX11 DHX30 DNA2 DNAJC30 DSTYK EDA EDARADD EIF4H ELN ERCC4 EYA1 FBN1 FBXL4 FGFR1 FGFR3 FKBP6 FLNA FMR1 GHR GRHL3 GTF2I GTF2IRD1 GTF2IRD2 HECTD4 HYOU1 INSR IRF6 KBTBD13 KLHL41 KMT2D LIG4 LIMK1 LMNA LMOD3 LRP6 MAP2K2 MED12 METTL27 MICU1 MLXIPL MSX1 MTM1 MYH3 MYPN NALCN NCF1 NEB NFIX NGLY1 NHS NOG NOTCH3 NSD1 NSDHL NSUN2 NUP85 PAX3 PAX9 PBX1 PCNT PLK4 POLR1B POLR1C POLR1D PPP1R15B PQBP1 RBBP8 RECQL4 RFC2 RFX7 RLIM RUNX2 RYR1 RYR3 SATB2 SCN3A SEMA3E SETD2 SIN3A SIX1 SLC16A2 SLC37A4 SLC6A8 SLC9A6 SMS SOX9 STEEP1 STRADA STX1A SUMO1 TBL2 TBR1 TBX1 TCOF1 TGFA TMEM270 TNNI2 TNNT3 TPM2 TPM3 TRAIP TRIP11 TRMT10A TSPAN7 TUBB4A UBB UBE3B UPF3B VPS37D WNT10A WNT10B WRN ZDHHC9 HP_SMALL_FORAMEN_MAGNUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SMALL_FORAMEN_MAGNUM ALDH18A1 CHD4 ELN FBLN5 FGFR3 FLNB HNRNPH1 IARS2 INPPL1 LBR RSPRY1 HP_SMALL_FOREHEAD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SMALL_FOREHEAD CDK5 DMXL2 IFT57 KATNB1 KDM5C NAA20 NDE1 NGLY1 PIGN RELN SNX14 TFAP2A HP_SMALL_FOR_GESTATIONAL_AGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SMALL_FOR_GESTATIONAL_AGE ABCB11 ABCB4 ABCC8 ACADVL ACTB ADA2 ALB ALG12 ALG8 ANAPC1 AR ASCL1 ASH1L ATP8B1 AUTS2 B4GALT1 BLM BSND BUB1B CAMK2B CARS1 CAV1 CCDC8 CCNQ CDAN1 CDKN1C CENPE CEP57 CLCNKA CLCNKB CLTCL1 CNOT1 CNTN1 COG7 COL1A1 COL1A2 COQ7 CORIN COX20 CPLX1 CREB3L1 CREBBP CRIPT CRLS1 CTBP1 CTCF CTNNB1 CUL7 CYB5A CYB5R3 DALRD3 DEF6 DLK1 DNAJC21 DNM2 DTYMK DYRK1A EIF2S3 EMG1 EP300 EPCAM ERCC2 ERCC5 ERCC6 FAM111A FANCA FANCC FANCD2 FANCE FARSB FBN1 FBXL4 FGFRL1 FIG4 FLCN FLT1 FZD4 GALK1 GATA1 GATA6 GCK GK GMNN GRB10 GRIN2A GTF2E2 GUF1 H19 HADHA HEATR3 HMGA2 HNF1A HSD11B2 HUWE1 HYMAI IARS1 IGF1 IGF2 IGHMBP2 INS INSR IRF6 KANSL1 KARS1 KCNJ1 KCNJ11 KIF22 LARS2 LETM1 LIG4 LMBRD1 LONP1 LRP5 LRPPRC MAGEL2 MAMLD1 MAPKAPK5 MBTPS1 MCTP2 MEG3 MRPS16 MSX1 MTO1 MUSK MYH3 NCAPD2 NCAPD3 NCAPH NDN NDP NDUFA6 NDUFB7 NDUFB8 NECTIN1 NGLY1 NKX3-2 NPHS1 NR1H4 NSD2 NSF NSMCE3 NSUN2 NUDT2 NUP188 OBSL1 OCA2 ORC1 OTUD5 PAM16 PAX2 PBX1 PDHA1 PET100 PEX2 PHOX2B PIK3C2A PIK3R1 PLAG1 PLAGL1 PNPLA6 POC1A POLR3A POR PPFIBP1 PPP1R15B PPP2R3C PQBP1 PRKAR1A PRPS1 PTCD3 PTF1A PTS PUF60 RBBP8 RECQL4 RET RNU4ATAC RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS6KA3 RPS7 RTL1 SALL1 SBDS SHROOM4 SIN3A SIX2 SKIC2 SKIC3 SLC12A1 SLC16A2 SLC25A24 SLC26A2 SLC35C1 SMAD4 SMARCAL1 SNIP1 SNRPN SPR SRCAP SRP54 STAG1 STAMBP STOX1 SUCLA2 SYNE1 TAF13 TALDO1 TAPT1 TBL1XR1 TBR1 THOC2 THRB TIMM22 TMEM70 TONSL TP63 TRAIP TRMT1 TRMT10A TSHR TSR2 UBR1 UQCRC2 UQCRFS1 VARS2 VPS13B VPS33B WDR4 WDR73 YIPF5 YY1 ZFP57 ZNF335 ZNF668 ZNF699 HP_SMALL_HAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SMALL_HAND ADNP AFF4 ALG13 BPTF BRD4 CACNA2D1 CANT1 CCBE1 CDK10 CDKL5 CENPE CHUK CNOT3 COG1 COG4 COL11A1 COL3A1 CSGALNACT1 CTNND2 CTSK CUL4B DLK1 DPH1 DPH2 DPM1 DVL1 EVC EVC2 FAM50A FBN1 FBXO11 FBXO28 FGD1 FGFR2 FMR1 GABBR2 GALNT2 GJA1 HDAC4 HDAC8 HERC2 HPGD HTT HUWE1 IGF1R IGF2 KCNJ2 KCNJ5 KDM6A KIF5C KIFBP KMT2A KMT2D LAS1L LIG4 LTBP3 MAGEL2 MAPK8IP3 MCTP2 MECP2 MEG3 MIR140 MKRN3 MTFMT NALCN NDN NGLY1 NIPBL NPAP1 NSUN2 NTNG1 OCA2 ORC1 PCGF2 PIGN POC1A PPM1D PRIM1 PUM1 PWAR1 PWRN1 RAD21 RECQL4 RMRP RNF2 ROR2 RTL1 SATB1 SATB2 SEMA5A SIM1 SIN3A SLC6A17 SLCO2A1 SMARCD1 SMC1A SMC3 SNORD115-1 SNORD116-1 SNRPN SON SPECC1L TBCE TCF4 TELO2 TRPV4 TUBB3 UNC80 USP7 USP9X WDR81 WNT5A WRN XYLT1 HP_SMALL_INTESTINAL_DYSMOTILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SMALL_INTESTINAL_DYSMOTILITY CPOX LIG3 MYO1H POLG RRM2B TYMP HP_SMALL_INTESTINAL_POLYPOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SMALL_INTESTINAL_POLYPOSIS APC BMPR1A ENG MSH3 SMAD4 HP_SMALL_NAIL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SMALL_NAIL ACTL6B ADAMTSL2 AFF4 ALG12 ALG3 ALOX12B ALOXE3 APC2 ARHGAP31 ARID1A ARID1B ARID2 ATP6V1B2 BAZ1B BCL7B BHLHA9 BICRA BMPER BUD23 CCDC22 CDH1 CDIN1 CDKN1C CENPT CKAP2L CLIP2 COL11A1 COL11A2 COL7A1 CPT2 CWC27 DHX37 DLK1 DLL4 DNAJC21 DNAJC30 DOCK6 DPF2 DPH1 DPH2 DPYSL5 DYNC2LI1 EED EIF4H EIF5A ELN EOGT ERCC2 EVC EVC2 EZH2 FBXO28 FGFR1 FGFR2 FKBP6 FRAS1 FTO GDF5 GJB6 GLI1 GPC3 GPC4 GTF2I GTF2IRD1 GTF2IRD2 HEPHL1 HMGA2 HOXA13 HRAS HUWE1 HYMAI IGF2 IHH IKBKG INPPL1 KCNH1 KCNMA1 KCNN3 KDM1A KIF15 KMT2D KRT5 LIG4 LIMK1 MBTPS2 MCTP2 MEG3 METTL27 MLXIPL MPLKIP MSX1 NCF1 NECTIN4 NEPRO NHP2 NOP10 NOTCH1 NSD1 NSDHL NSUN2 ODC1 OTUD5 PEX2 PGAP2 PGAP3 PIGA PIGB PIGF PIGL PIGN PIGO PIGV PIGW PIGY PLAG1 PLAGL1 PLEC POC1A POLR3A POP1 PPM1D PPP1CB PPP2R5D PRKACA PRKACB PRR12 PTDSS1 RAF1 RBPJ RERE RFC2 RIPK4 RLIM ROR2 RPS6KA3 RSPO1 RTL1 SCO2 SET SETD2 SHANK3 SHOC2 SHOX SIAH1 SLC25A24 SLC35D1 SMARCA4 SMARCAD1 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SOX11 SOX4 SPEN STAMBP STX1A SUZ12 TBC1D24 TBL2 TBX3 TBX4 TCTN3 TELO2 TFAP2A TMEM222 TMEM270 TP63 TRRAP TSPAN7 TWIST1 TWIST2 VPS35L VPS37D WASHC5 WDR73 WLS WNT10A ZIC3 ZMYM2 ZNF462 HP_SMALL_PITUITARY_GLAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SMALL_PITUITARY_GLAND COG2 FGF8 GHSR GNB2 HS6ST1 KIAA0753 MAGEL2 MAST3 MED12 NDE1 RBM28 SIM1 VSX1 HP_SMALL_PLACENTA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SMALL_PLACENTA CDKN1C HMGA2 IGF1 IGF2 LMNA MUSK PHGDH PLAG1 ZMPSTE24 HP_SMALL_SCROTUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SMALL_SCROTUM ALG12 ALX4 ANOS1 ARCN1 ATRX BLTP1 BMP4 CHRNG CILK1 DHCR7 ERCC2 FARSB FRAS1 FREM2 GLI3 GRIP1 HERC2 IER3IP1 IRF6 KAT6B LMX1B MAGEL2 MAPRE2 MED12 MKRN3 MYH3 NDN NECTIN1 NPAP1 NR5A1 OCA2 OPHN1 ORC6 PHF6 PNPLA6 POLR1B POLR1C POLR1D POR PWAR1 PWRN1 RAB18 RAB3GAP2 RFX7 RYR1 SETBP1 SIM1 SLC25A24 SNORD115-1 SNORD116-1 SNRPN SOX9 SRD5A2 SRY STT3A STT3B STXBP1 TBC1D20 TBX3 TCOF1 TRRAP TSPYL1 TUBB WNT7A HP_SMALL_THENAR_EMINENCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SMALL_THENAR_EMINENCE EIF4A3 EMILIN1 FBXW11 FGD4 FGFR2 HOXA13 RAD51C RPS19 SALL4 TBX5 HP_SMOOTH_MUSCLE_ANTIBODY_POSITIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SMOOTH_MUSCLE_ANTIBODY_POSITIVITY CASP10 CD247 COL4A5 COL4A6 FAS FASLG ITCH HP_SMOOTH_PHILTRUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SMOOTH_PHILTRUM AASS ABL1 ACER3 ADAMTSL2 ADNP ADSL AFF3 ALG9 ANKRD11 ANKRD17 AP3B1 AP3D1 ASH1L ATG7 ATP6V0A2 ATP6V1A ATP6V1E1 ATP9A BCR CANT1 CASK CCBE1 CD96 CDC42 CDC42BPB CDH2 CDK10 CDK13 CERT1 CLIC2 COG1 COG7 COL3A1 CREBBP CRKL CSNK2B CTNNB1 DDX6 DHPS DHX30 DIS3L2 DPM1 DYRK1A EBF3 EBP EP300 EXOC2 EXOSC1 FAR1 FBN1 FLCN FLI1 FLNA FOXG1 FRA10AC1 GAD1 GJA5 GJA8 GNE GOLGA2 H3-3A H4C5 HNRNPU HOXB1 IFIH1 IFT140 IGF1R IRX5 JARID2 KDM5B KDM5C KIF15 KIF26A KIF7 LEMD2 MAB21L1 MAF MAN1B1 MAPK1 MARS2 MED12 MED13 MEIS2 MID1 MKS1 MMACHC MSL3 MTOR MYOD1 NALCN NOTCH3 NSUN2 NUP107 ORC4 PACS1 PAX3 PGM2L1 PIGB PIGN PIGQ PIGU PIK3CA PKDCC PLAA POLR3A POLR3GL PPP1CB PPP2R3C PRDX1 PRIM1 PTPRF PUF60 PUS7 PYCR2 QRICH1 RAD21 RAI1 RECQL RERE RHOBTB2 RPL10 RTTN SATB1 SATB2 SEC23A SETD5 SIN3A SLC25A24 SLC45A1 SMARCA2 SMC1A SMC3 SMG8 SMPD4 SMS SON SPOP SPTBN1 STAG2 STEEP1 SUMF1 SYT1 TASP1 TBL1XR1 TBX1 TGFB3 THOC6 THSD1 THUMPD1 TMEM147 TMEM94 TPR TRAPPC9 TRIM8 TRIP12 TRPS1 TRRAP TUBGCP2 UBE3B UGDH UNC80 USP9X WDR19 WDR35 WDR37 ZBTB18 ZC4H2 ZMIZ1 ZNF148 ZNF292 ZNF699 ZPR1 HP_SMOOTH_TONGUE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SMOOTH_TONGUE IL6ST KRT14 KRT5 LIFR WNT10A HP_SNORING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SNORING AHDC1 EDN1 GNAI3 GPR101 GUSB HEPHL1 PLCB4 HP_SOCIAL_AND_OCCUPATIONAL_DETERIORATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SOCIAL_AND_OCCUPATIONAL_DETERIORATION APOL2 APOL4 CHI3L1 COMT CREBBP DAOA DRD3 EP300 GRIN2A HTR2A MAPT MTHFR RTN4R SYN2 HP_SOCIAL_DISINHIBITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SOCIAL_DISINHIBITION BAZ1B BCL7B BUD23 CHAMP1 CLIP2 DDX59 DNAJC30 EIF4H ELN FKBP6 GTF2I GTF2IRD1 GTF2IRD2 KANSL1 LIMK1 MED13L METTL27 MLXIPL NCF1 PIGH POGZ RFC2 SMARCA2 STX1A TBL2 TMEM270 VPS37D HP_SOFT_DOUGHY_SKIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SOFT_DOUGHY_SKIN ADAMTS2 B3GALT6 COL1A1 COL1A2 COL5A1 COL5A2 IARS1 INPPL1 MGP MICU1 SLC2A10 SON XYLT1 HP_SOFT_SKIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SOFT_SKIN ABL1 ADAMTS2 ATP6V1B2 ATP7A B3GALT6 C1R COL12A1 COL1A1 COL1A2 COL5A1 COL5A2 EDA EFEMP2 ELN FKBP14 IARS1 INPPL1 KCNH1 KCNMA1 KCNN3 KIF22 MAN2B1 MAP3K7 MGP MICU1 MLXIPL MTAP PAX2 PIGQ PLOD1 PRDM5 PRMT7 RIN2 SLC2A10 SMAD3 SON SPARC TGFBR1 TGFBR2 TNXB XYLT1 ZNF469 HP_SOFT_TISSUE_NEOPLASM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SOFT_TISSUE_NEOPLASM APC COL4A5 COL4A6 NAB2 NOTCH3 PDGFRB STAT6 HP_SOFT_TISSUE_SARCOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SOFT_TISSUE_SARCOMA ABCA5 AKT1 ANGPT2 ANTXR2 APC ASPSCR1 ATP6V1B2 AURKA AXIN2 BAP1 BAX BMPR1A BRAF BUB1 BUB1B BUB3 CASP10 CCND1 CDC73 CDKN1A CDKN1B CDKN2A CDKN2B CDKN2C CEP57 CHEK2 COL1A1 COL4A5 COL4A6 CTNNB1 DCC DHCR24 DICER1 DLC1 ELMO2 EP300 EPHB4 FAM20A FAM20C FAS FASLG FGFR3 FH FLCN FLNA FLT4 FOXC2 FOXO1 GJC2 GREM1 HRAS IFNG IL6ST KCNH1 KCNMA1 KCNN3 KEAP1 KIT KLLN KRAS KRT17 LRP1 MAD1L1 MAP2K1 MC1R MCC MDM2 MEN1 MLH1 MLH3 MSH2 MSH6 MTAP MUTYH NBN NF1 NF2 NOTCH3 NRAS PAX3 PAX7 PDE11A PDGFB PDGFRB PDGFRL PIEZO1 PIK3CA PLA2G2A PLCD1 PRKAR1A PRKCD PRLR PTCH1 PTEN PTPN11 PTPN12 PTPRJ RAD54B RASGRP1 REST RSPRY1 SDHB SDHC SDHD SEC23B SLC22A18 SMARCB1 SMARCE1 SMO SOS1 SPRED1 SPTBN1 SRC SSX2 SUFU TERT TLR2 TP53 TRAF7 TRIP13 TSC1 TSC2 USF3 HP_SOLITARY_MEDIAN_MAXILLARY_CENTRAL_INCISOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SOLITARY_MEDIAN_MAXILLARY_CENTRAL_INCISOR ANKRD11 BCOR CDON CNOT1 DISP1 DLL1 EVC EVC2 FGF8 FGFR1 FOXH1 GAS1 GLI2 MID1 NODAL PLCH1 PTCH1 SHH SIX3 SMAD2 SMC1A STAG2 STIL SUFU TDGF1 TGIF1 ZIC2 HP_SOMATIC_SENSORY_DYSFUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SOMATIC_SENSORY_DYSFUNCTION AARS1 AASS ABCA1 ABCD1 ABHD12 ADA2 ADCY6 ADSS1 AEBP1 AFG3L2 AIFM1 AIP ALAD ALDH18A1 ALDH4A1 ALMS1 ALS2 AMPD2 APP APTX ARSI ATL1 ATL3 ATN1 ATP13A2 ATP1A1 ATP1A2 ATP2A1 ATP7A ATP7B ATXN1 ATXN10 ATXN2 ATXN3 ATXN7 ATXN8OS B4GALNT1 BAG3 BEAN1 BMPR1A BSCL2 C19orf12 C4A CACNA1A CACNA1G CACNA2D1 CADM3 CALR CAMTA1 CAPN1 CASR CAV1 CAV3 CBLIF CCND1 CCR1 CCT5 CDKL5 CHAMP1 CHCHD10 CHP1 CHST14 CLCNKB CLTCL1 COA7 COL1A1 COMP COQ6 COX6A1 CPT1C CSF1R CTDP1 CUBN CYP27A1 CYP7B1 DAB1 DARS2 DCAF8 DDHD1 DEAF1 DEPDC5 DHH DHTKD1 DKK1 DNAJB2 DNAJC3 DNM1L DNM2 DSE DYNC1H1 DYSF EBF3 EEF2 EGR2 ELOVL5 ELP1 EPCAM ERAP1 ERBB3 ERLIN2 EXT1 EXT2 FAN1 FAR1 FAS FBLN5 FBN1 FGD4 FGF14 FIG4 FLI1 FLII FLNC FLRT1 FLVCR1 FMR1 FXN GABBR2 GABRG2 GALC GAN GARS1 GATA1 GBA2 GBE1 GBF1 GCH1 GDAP1 GJB1 GJC2 GLA GMPPA GNA11 GNA14 GNAS GNB4 GPI GPR101 GRIA3 GRIN2A H19 HARS1 HAX1 HDAC4 HERC2 HEXB HINT1 HK1 HLA-B HLA-DQB1 HLA-DRB1 HMBS HNRNPK HPDL HPGD HRAS HSPB1 HSPB8 HSPD1 HTRA1 IARS2 IBA57 IFNGR1 IFRD1 IGF2 IGHMBP2 IL10 IL12A IL12A-AS1 IL23R IL6ST IMPDH2 INF2 IQSEC2 IRF2BPL ITPR3 JAG1 JAK2 JPH1 KARS1 KCNC3 KCND3 KCNJ1 KCNQ1OT1 KDM5C KIF1A KIF1B KIF5A KLC2 KLHL9 KLRC4 KNSTRN KPNA3 KRAS KRT1 KRT14 KRT16 KRT5 KRT9 LIFR LIG3 LITAF LMNA LMNB1 LMX1B LRSAM1 LYST LZTR1 MADD MAG MAGEL2 MAPT MARS1 MATR3 MCM3AP MECP2 MED25 MEFV MEN1 MFN2 MKRN3 MLH1 MLH3 MME MORC2 MPL MPV17 MPZ MSH2 MSH6 MSTO1 MT-ATP6 MT-TE MTHFR MTMR2 MTRFR MTTP MYH14 MYORG NAGA NAGLU NALCN NARS1 NDN NDRG1 NEFH NEFL NF2 NGF NGLY1 NIPA1 NKX6-2 NLRP3 NOP56 NOTCH2NLC NPAP1 NPRL2 NPRL3 NR4A2 NTNG1 NTRK1 OCA2 OPA3 P4HA2 PDCD1 PDK3 PDXK PDYN PEX10 PEX16 PEX6 PEX7 PGM3 PHYH PI4KA PIEZO2 PIK3CA PIK3CD PIK3R5 PLD3 PLEKHG4 PLEKHG5 PLOD1 PMP2 PMP22 PMS1 PMS2 PNKP PNPT1 POLG POLR3A POLR3B POU4F1 PPOX PRDM12 PRDX3 PRKCG PRNP PRORP PRPS1 PRRT2 PRX PSAP PTPN22 PWAR1 PWRN1 RAB7A RAI1 RASA1 REEP1 REEP2 RELA RETREG1 RFC1 RFX7 RIPOR2 RNASEH1 RNF170 RPS20 RRM2B RTN2 SACS SAMD9L SAR1B SBF1 SBF2 SCN10A SCN11A SCN1A SCN4A SCN9A SCO2 SCP2 SCYL1 SDHA SEMA4A SEPTIN9 SERPING1 SERPINI1 SETX SH2B3 SH3TC2 SHANK3 SIM1 SLC12A1 SLC12A3 SLC12A6 SLC19A2 SLC25A15 SLC25A19 SLC25A46 SLC26A2 SLC2A1 SLC33A1 SLCO2A1 SMARCB1 SMC1A SNORD115-1 SNORD116-1 SNRPN SORD SOX10 SPART SPAST SPG11 SPG7 SPTBN2 SPTLC1 SPTLC2 SRPX2 STAT4 STUB1 STX16 SYNE1 SYNGAP1 SYT2 TBP TDP1 TET2 TFG TGFBR2 TGM1 TGM6 THPO TK2 TLR4 TMEM218 TNFRSF1A TP53 TPP1 TRAPPC2 TRIM32 TRIO TRPM3 TRPV4 TTPA TTR TWNK TYMP UBAC2 UBAP1 UBTF UCHL1 UNC80 UROD UROS VAMP1 VCP VPS13A VPS13D VPS37A VPS41 VWA1 WASHC5 WDR48 WNK1 XK XPA XRCC1 YARS1 YY1 ZEB2 ZFHX2 ZFTA ZFYVE26 HP_SPARSE_AXILLARY_HAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SPARSE_AXILLARY_HAIR ADAMTS3 APCDD1 AR AXIN2 AXL CCBE1 CCDC141 COL17A1 CYB5A CYP17A1 DHX37 DMRT3 DSC3 DUSP6 FAT4 FEZF1 FGF17 FSHB GATA4 GJB6 GNRH1 GNRHR HLA-DRA ITGB4 KCTD1 LHB LIPH LPAR6 MAP3K1 NR0B1 NR5A1 ORC6 PSMB8 RPL21 SEMA3E SOX9 SPRY4 SRA1 SRY TBX3 TP63 VAMP7 WDR11 WT1 WWOX ZFPM2 HP_SPARSE_BODY_HAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SPARSE_BODY_HAIR AHSG APCDD1 AXIN2 CDH3 CHD7 CLDN1 COL17A1 CST6 CTSC CYB5A CYP17A1 DSC3 DSG4 DUSP6 EDA EDA2R EDAR EDARADD FGF17 FGF8 FGFR1 FMR1 GNRH1 GNRHR HRURF HS6ST1 ITGB4 ITGB6 JUP KANK2 KDF1 KISS1 KISS1R KLHL24 KRT25 KRT71 KRT74 KRT85 LAMA3 LAMB3 LAMC2 LIPH LMNA LPAR6 LSS NHLH2 NSMF PROK2 PROKR2 RPL21 SNRPE SOX18 SPRY4 ST14 TAC3 TACR3 TP63 TRAF6 WDR11 WNT10A ZBTB20 HP_SPARSE_BONE_TRABECULAE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SPARSE_BONE_TRABECULAE CLCN5 CYP27B1 CYP2R1 SLC34A3 VDR HP_SPARSE_EYEBROW https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SPARSE_EYEBROW AARS1 ALX1 ALX4 ANTXR1 APCDD1 ATAD3A ATR B4GALT7 BANF1 BRF1 CDC42 CDC42BPB CDH3 CEP120 CHST3 CLDN1 COG6 COL11A1 CRIPT CWC27 DDX3X DLX4 DOLK DPH1 DPH2 DPH5 DSC3 DSG4 DSP EBP EDA EDAR EDARADD FAM111B FIG4 GAD1 GJA1 GJB2 GJB6 GNPTAB GTPBP2 H3-3A H4C5 HDAC4 HECW2 HEPHL1 HERC1 HNRNPK HRURF IRX5 ITGA3 JARID2 JUP KANK2 KAT5 KAT6A KDF1 KDM1A KDM6A KIFBP KMT2D KMT5B KRT17 KRT25 KRT71 KRT74 LARP7 LIG4 LIPH LMBRD2 LMNA LPAR6 LRP1 LSS LTV1 LZTR1 MAN1B1 MAPKAPK5 MARS1 MBTPS2 MED12 MED12L MED25 MEGF8 MEIS2 MESD MTX2 NAA10 NECTIN1 NF1 NFIB NSD1 NSUN2 NUP188 ODC1 PIGK PIGL PLXNA1 POLR3A PPP1CB PPP2R3C PQBP1 PURA RAF1 RECQL4 RHOBTB2 RIN2 RMRP RNF113A RNU12 RNU4ATAC RPL21 RPS28 SIAH1 SMARCA2 SMS SNRPE SON SOS1 SOS2 SPINK5 SPOP SPRED2 ST14 STAG2 TBCD TBX3 TCF4 THUMPD1 TMEM147 TP63 TRPS1 TWIST2 UBE3B USB1 VAC14 WDR26 WDR35 WLS WNT10A WNT10B YY1 ZMPSTE24 HP_SPARSE_EYELASHES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SPARSE_EYELASHES ALX1 ALX4 ANTXR1 APCDD1 B4GALT7 BANF1 BLM CDH3 CLDN1 COL11A1 CST6 CWC27 DKC1 DLX4 DOLK DPH1 DPH5 DSC3 DSG4 DSP EBP EDA EDAR EDARADD EDNRA EPS8L3 FAM111B FIG4 GJA1 GJB2 GJB6 GTPBP2 HRURF IRX5 ITGA3 KANK2 KREMEN1 KRT25 KRT71 KRT74 LIPH LPAR6 LSS LTV1 MAP2K2 MBTPS2 MPLKIP NECTIN1 NECTIN4 NF1 NHP2 NOP10 ODC1 POLR3A RECQL4 RMRP RNU12 RNU4ATAC RPL21 SF3B4 SMARCA2 SNRPE SOX18 SPINK5 ST14 TCOF1 TP63 TRPS1 TSR2 TWIST2 TYMS VAC14 WDR35 ZMPSTE24 HP_SPARSE_HAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SPARSE_HAIR AARS1 ABCA12 ACD ADAMTS3 ADNP AHSG ALDH18A1 ALDH6A1 ALOX12B ALOXE3 ALX1 ALX4 ANAPC1 ANOS1 ANTXR1 AP1B1 APC2 APCDD1 AR ARHGAP31 ARID1A ARID1B ARID2 ASPRV1 ASXL3 ATP2B1 ATP6V0A2 ATP6V1A ATP6V1E1 ATP7A ATR ATRIP ATRX AXIN2 AXL B3GALT6 B4GALT7 BANF1 BCORL1 BICRA BLM BMP15 BNC1 BRAF BRCA1 BRF1 C18orf32 C3orf52 CACNA1C CACNA1G CAMK2B CANT1 CARS1 CAV1 CBL CBS CCBE1 CCDC141 CDC42BPB CDH1 CDH23 CDH3 CDSN CENPE CENPJ CEP152 CEP57 CHD7 CKAP2L CLDN1 CLMP COL11A1 COL17A1 CREBBP CRIPT CSGALNACT1 CST6 CTC1 CTSC CWC27 CYB5A CYP17A1 CYP4F22 DCAF17 DCLRE1B DHX37 DKC1 DLL4 DLX4 DMRT3 DNA2 DNAJC21 DNMT3A DOCK6 DOLK DPF2 DPH1 DPH2 DPH5 DSC3 DSG1 DSG4 DSP DUSP6 EBP EDA EDA2R EDAR EDARADD EDNRA EIF5A EOGT EPS8L3 ERCC2 ERCC3 ERCC6 ERCC8 ESCO2 EXOSC2 EXT1 EXT2 EZH2 FAM111B FAS FAT4 FEZF1 FGF17 FGF8 FGFR1 FIG4 FLNA FMR1 FOXL2 FRMD4A FSHB FSHR GATA4 GATAD2B GJA1 GJB2 GJB6 GNB2 GNPTAB GNRH1 GNRHR GSN GTF2E2 GTF2H5 GTPBP2 H3-3B HDAC4 HLA-DRA HOXC13 HPD HR HRAS HRURF HS6ST1 HSPA9 IFT122 IFT140 IFT43 IFT52 IGF1R IKBKG IPO8 IRX5 ITGA3 ITGB4 ITGB6 JUP KANK2 KAT6B KCTD1 KDF1 KDM1A KDM4B KIFBP KISS1 KISS1R KLHL24 KMT2B KMT2D KRAS KREMEN1 KRT17 KRT25 KRT71 KRT74 KRT81 KRT83 KRT85 KRT86 LAMA3 LAMB3 LAMC2 LHB LIFR LIG4 LIPH LIPN LMNA LPAR6 LSS LTV1 MAF MAP2K1 MAP2K2 MAP3K1 MAPKAPK5 MARS1 MBTPS2 MDM2 MED12 MED25 MESD MGAT2 MPLKIP MRPS22 MSH4 MSX1 MTX2 NDUFA6 NECTIN1 NECTIN4 NEPRO NF1 NFIX NFKBIA NHLH2 NHP2 NIPAL4 NOP10 NOTCH1 NPM1 NR0B1 NR3C1 NR5A1 NRAS NSD1 NSMF NSRP1 NSUN2 NTRK1 NUP107 NUP85 OCRL ODC1 OFD1 ORC6 PARN PCGF2 PCNT PDGFRB PERP PHF6 PI4KA PIGL PIK3R1 PKP1 PLK4 PNPLA6 POC1A POGZ POLR3A POLR3H POP1 PORCN PPP1CB PPP1R15B PPP2R3C PQBP1 PRIM1 PRKD1 PRMT7 PROK2 PROKR2 PRPS1 PSMB8 PSMC3IP PTDSS1 PTPN22 PYCR1 RAD21 RBBP8 RBPJ RECQL4 RIN2 RIPK4 RMRP RNF113A RNU12 RNU4ATAC RPL21 RTEL1 SATB2 SDR9C7 SEC23A SEMA3E SETD2 SF3B4 SHOC2 SKIC2 SKIC3 SLC25A24 SLC7A7 SMAD4 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SNRPE SOX11 SOX18 SOX4 SOX9 SPIDR SPINK5 SPRED2 SPRTN SPRY4 SRA1 SREBF1 SRY ST14 STING1 SULT2B1 TAC3 TACR3 TAF1 TARS1 TBX3 TCOF1 TERC TERT TFAP2A TGM1 THUMPD1 TINF2 TMEM147 TOGARAM1 TP53 TP63 TRAF6 TRAIP TRMT10A TRPS1 TRPV3 TSPEAR TSR2 TTC7A TWIST2 TYMS UBA2 UBE3B UBR1 USB1 USP48 USP8 VAC14 VAMP7 WDR11 WDR19 WDR35 WLS WNT10A WNT10B WRAP53 WRN WT1 WWOX XRCC4 XYLT1 ZBTB20 ZFPM2 ZMPSTE24 ZSWIM7 HP_SPARSE_LATERAL_EYEBROW https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SPARSE_LATERAL_EYEBROW ATR CDC42BPB COG6 EDARADD H4C5 HEPHL1 HNRNPK IRX5 KAT5 KDF1 KDM6A KMT2D KMT5B KRT25 KRT71 KRT74 LIG4 LIPH LMBRD2 LPAR6 MAN1B1 MESD NECTIN1 NSUN2 PIGK PIGL PLXNA1 PPP1CB PQBP1 PURA TBX3 TRPS1 TWIST2 USB1 WDR26 WLS HP_SPARSE_MEDIAL_EYEBROW https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SPARSE_MEDIAL_EYEBROW KAT6A NUP188 SIAH1 SMARCA2 TCF4 HP_SPARSE_OR_ABSENT_EYELASHES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SPARSE_OR_ABSENT_EYELASHES ALX1 ALX4 ANAPC1 ANTXR1 APCDD1 B4GALT7 BANF1 BLM BRAF CDH3 CLDN1 COL11A1 CST6 CWC27 DKC1 DLX4 DOLK DPH1 DPH5 DSC3 DSG4 DSP EBP EDA EDAR EDARADD EDNRA EPS8L3 FAM111B FGF10 FIG4 FRAS1 GJA1 GJB2 GJB6 GTPBP2 HOXC13 HR HRURF IRX5 ITGA3 JUP KANK2 KRAS KREMEN1 KRT25 KRT71 KRT74 KRT85 LIPH LMNA LPAR6 LRP1 LSS LTV1 MAP2K1 MAP2K2 MBTPS2 MPLKIP NECTIN1 NECTIN4 NF1 NHP2 NOP10 ODC1 PHGDH PKP1 POLR1B POLR1C POLR1D POLR3A RECQL RECQL4 RIPK4 RMRP RNU12 RNU4ATAC RPL21 SF3B4 SMARCA2 SNRPE SOX18 SPINK5 ST14 TCOF1 TP63 TRPS1 TSR2 TWIST2 TYMS VAC14 WDR35 ZMPSTE24 HP_SPARSE_SCALP_HAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SPARSE_SCALP_HAIR AARS1 ACD ADNP AHSG APC2 APCDD1 ARID1A ARID1B ARID2 ATR ATRIP ATRX AXIN2 B3GALT6 B4GALT7 BANF1 BICRA BRAF C3orf52 CACNA1C CARS1 CAV1 CBS CDC42BPB CDH23 CDH3 CDSN CENPE CENPJ CEP152 CLDN1 CRIPT CST6 DCLRE1B DKC1 DNA2 DPF2 DPH1 DPH2 DSC3 DSG4 EDARADD EIF5A EPS8L3 ERCC2 ERCC3 EXT1 FAS FIG4 GJA1 GJB2 GJB6 GNB2 GTF2E2 GTF2H5 HDAC4 HLA-DRA HR HRURF IFT140 IGF1R IPO8 ITGA3 ITGB6 JUP KANK2 KAT6B KDM1A KIFBP KRT17 KRT25 KRT74 LIG4 LIPH LMNA LPAR6 LSS LTV1 MAF MBTPS2 MED25 MPLKIP NECTIN4 NEPRO NFKBIA NHP2 NOP10 NR3C1 NSD1 NSUN2 NTRK1 NUP85 OCRL ODC1 PARN PCGF2 PCNT PLK4 POLR3A PPP1CB PRKD1 PTPN22 RAD21 RBBP8 RECQL4 RIN2 RIPK4 RNF113A RNU12 RNU4ATAC RPL21 RTEL1 SETD2 SHOC2 SLC25A24 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SNRPE SOX11 SOX18 SOX4 SPINK5 TARS1 TERT TINF2 TP53 TP63 TRAIP TRPS1 TSPEAR UBA2 UBR1 USP48 USP8 VAC14 WLS WNT10A WRN ZBTB20 HP_SPASTICITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SPASTICITY AARS1 AARS2 AASS ABCA12 ABCC8 ABCD1 ABHD12 ABHD16A ACAT1 ACER3 ACP5 ACTL6B ADAM22 ADAR ADARB1 ADAT3 ADD3 ADGRG1 ADSL AFF3 AFG3L2 AGA AGTPBP1 AIFM1 AIMP1 ALDH18A1 ALDH3A2 ALG11 ALG3 ALG9 ALS2 AMACR AMFR AMPD2 ANG ANK3 ANKLE2 ANXA11 AP1G1 AP1S2 AP3B2 AP4B1 AP4E1 AP4M1 AP4S1 AP5Z1 APC APC2 APOE ARF1 ARG1 ARL6IP1 ARNT2 ARSA ARSI ARV1 ARX ASAH1 ASNS ASPA ATAD1 ATAD3A ATL1 ATM ATN1 ATP13A2 ATP1A2 ATP1A3 ATP2B3 ATP5F1A ATP5F1D ATP5F1E ATP5MC3 ATP5MK ATP6AP2 ATP6V0A1 ATP6V0A2 ATP6V1A ATP6V1E1 ATP7A ATPAF1 ATPAF2 ATRX ATXN1 ATXN10 ATXN2 ATXN3 ATXN7 ATXN8OS AUH AUTS2 B4GALNT1 B4GAT1 BAZ1B BCAS3 BCL11B BCL7B BCOR BCS1L BEAN1 BICD2 BOLA3 BSCL2 BTD BUD23 C19orf12 C2orf69 CACNA1A CACNA1B CACNA1C CACNA1D CACNA1E CACNA1G CACNA2D1 CAMK2A CAMK2B CAMLG CAPN1 CARS1 CARS2 CASK CCDC88C CCNF CCT5 CDC40 CDK19 CDKL5 CDON CELF2 CEP85L CFAP410 CHCHD10 CHMP1A CHMP2B CHP1 CIT CKAP2L CLCN3 CLCN4 CLIC2 CLIP2 CLN5 CLN8 CLP1 CLPB CLTC CNKSR2 CNOT1 CNP CNPY3 CNTNAP1 CNTNAP2 COA8 COASY COG2 COL4A1 COL4A2 COLGALT1 COPB1 COPB2 COQ5 COX15 COX8A CPSF3 CPT1C CRLF1 CSF1R CTC1 CTNNA2 CTNNB1 CTSD CYB5A CYB5R3 CYFIP2 CYP27A1 CYP2U1 CYP7B1 DALRD3 DAO DARS1 DARS2 DCTN1 DCX DDB2 DDHD1 DDHD2 DDX3X DEGS1 DENND5A DHCR24 DHDDS DHPS DISP1 DLD DLL1 DMXL2 DNAJC19 DNAJC30 DNAJC6 DNM1 DNM1L DNMT1 DPH5 DPM1 DSTYK DTYMK DYM DYNC1H1 DYNC1I2 EARS2 ECHS1 EDNRB EED EEF1A2 EIF2AK1 EIF2AK2 EIF2B1 EIF2B2 EIF2B4 EIF2S3 EIF4H ELN ELOVL1 ELOVL4 ELP2 EML1 ENTPD1 EPHA4 EPM2A EPRS1 ERBB4 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ERLIN1 ERLIN2 EXOC2 EXOC8 EXOSC3 EXOSC5 EXOSC8 EXOSC9 EXTL3 EZH2 FA2H FAR1 FARS2 FBLN1 FBXO28 FBXO7 FCSK FDX2 FDXR FGF12 FGF13 FGF8 FGFR1 FIG4 FKBP6 FLNA FLRT1 FOXG1 FOXH1 FOXP1 FRMD5 FRMPD4 FRRS1L FTL FUCA1 FUS FXN FZR1 GABBR2 GABRA2 GABRA5 GABRB2 GABRG2 GAD1 GALC GAMT GAN GAS1 GATAD2B GBA1 GBA2 GBE1 GCDH GCH1 GDAP2 GEMIN4 GFAP GFM1 GFM2 GJA1 GJB1 GJC2 GLB1 GLE1 GLI2 GLRA1 GLRB GLRX5 GLT8D1 GLYCTK GM2A GMPPA GNAO1 GOT2 GPAA1 GPHN GPT2 GRIA2 GRIA3 GRIA4 GRIK2 GRIN1 GRIN2B GRIN2D GRM1 GRM7 GSS GSX2 GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GTPBP2 GUF1 H3-3A H4C5 HACE1 HCN1 HECTD4 HEPACAM HEXB HID1 HIKESHI HLA-DQB1 HLA-DRB1 HMGCL HNRNPA1 HPDL HPRT1 HSD17B10 HSD17B4 HSPD1 HTRA1 HTRA2 HTT HUWE1 IARS1 IBA57 IDUA IFIH1 IKBKG INPP5E INPP5K INTS8 IREB2 IRF2BPL ISCA1 ISCA2 ITM2B JAM3 KANK1 KARS1 KATNB1 KCNA1 KCNA2 KCNA4 KCNB1 KCNC2 KCNC3 KCNJ6 KCNQ2 KCNT1 KDM5C KIDINS220 KIF11 KIF1A KIF1C KIF2A KIF5A KIF5C KLC2 KMT2B KPNA3 KRAS KY L1CAM L2HGDH LAGE3 LAMB1 LETM1 LIAS LIMK1 LINGO1 LIPT1 LIPT2 LMBRD2 LMNB1 LMX1B LRPPRC LRRK2 LSM11 LYRM7 LYST MACF1 MAG MAN2B1 MAPK8IP3 MAPT MARS1 MARS2 MATR3 MCCC1 MCCC2 MCEE MCOLN1 MECP2 MECR MED12 MED13L MED17 MED23 MED25 MED27 METTL27 METTL5 MFF MFN2 MFSD2A MICOS13 MINPP1 MLC1 MLXIPL MOCS1 MOCS2 MORC2 MPLKIP MRE11 MRM2 MRPS22 MRPS34 MSL3 MT-ATP6 MT-ATP8 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TI MT-TK MT-TL1 MT-TP MT-TV MT-TW MTFMT MTHFR MTHFS MTO1 MTPAP MTRFR MYO5A NAA10 NACC1 NADK2 NAGA NALCN NARS2 NAXD NCF1 NDE1 NDUFA13 NDUFA2 NDUFA4 NDUFA6 NDUFA8 NDUFAF4 NDUFAF5 NDUFC2 NDUFS4 NDUFV1 NDUFV2 NECAP1 NEFH NEFL NEK1 NEU1 NEUROD2 NEXMIF NFU1 NHLRC1 NIPA1 NKX6-2 NODAL NOTCH3 NOVA2 NPC1 NPC2 NR2F1 NSD1 NSRP1 NSUN2 NT5C2 NTNG1 NTNG2 NTRK2 NUBPL NUP214 NUP54 NUP62 NUS1 OCLN ODC1 OGDHL OPA1 OPA3 OPHN1 OPTN OSGEP OSTM1 OTUD6B PACS2 PAFAH1B1 PANK2 PARK7 PARS2 PAX3 PCDH12 PCLO PCYT2 PDCD1 PDHX PET100 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PFN1 PGAP1 PHACTR1 PHGDH PI4KA PIGA PIGN PIGP PIGQ PIGU PINK1 PLA2G6 PLAA PLCB1 PLCH1 PLP1 PMPCA PMPCB PNKP PNP PNPLA6 PNPLA8 PNPT1 PODXL POLA1 POLG POLR1C POLR3A POLR3B POLR3GL POMGNT1 PON1 PON2 PON3 POU3F3 PPARGC1A PPFIBP1 PPIL1 PPP1R15B PPP3CA PPT1 PQBP1 PRDM13 PRDM8 PRKN PRNP PRPH PRPS1 PRRT2 PRUNE1 PSAP PSAT1 PSEN1 PSMC1 PTCH1 PTPN23 PTS PUM1 PYCR2 RAB11B RAB18 RAB27A RAB3GAP1 RAB3GAP2 RAD50 RALGAPA1 RANBP2 RARS1 RARS2 REEP1 REEP2 REPS1 RERE RETREG1 RFC2 RFT1 RLIM RNASEH2A RNASEH2B RNASEH2C RNASET2 RNF113A RNF13 RNF170 RNF220 RNU4ATAC RNU7-1 ROGDI RPIA RPS6KA3 RTN2 RTTN RUSC2 SACS SAMHD1 SATB1 SATB2 SCN1B SCN2A SCN3A SCN4A SCN8A SCYL1 SCYL2 SDHA SDHAF1 SDHB SDHD SEC31A SELENOI SEPSECS SERAC1 SETBP1 SETX SHH SHMT2 SHQ1 SIGMAR1 SIK1 SIL1 SIX3 SIX6 SLC12A2 SLC12A6 SLC13A5 SLC16A2 SLC17A5 SLC18A2 SLC19A3 SLC1A2 SLC1A4 SLC25A10 SLC25A12 SLC25A15 SLC25A22 SLC25A46 SLC2A1 SLC30A10 SLC32A1 SLC33A1 SLC35A2 SLC38A3 SLC39A14 SLC5A6 SLC6A5 SLC6A8 SLITRK2 SMC1A SMPD1 SNCA SNORD118 SNX14 SOD1 SON SOX10 SOX2 SOX4 SPART SPAST SPATA5 SPATA5L1 SPG11 SPG21 SPG7 SPR SPTAN1 SPTBN1 SPTBN2 SPTLC1 SQSTM1 SRD5A3 SRPX2 STAG2 STAMBP STIL STN1 STUB1 STX1A STXBP1 SUCLA2 SUMF1 SUZ12 SVBP SYNE1 SYNGAP1 SYNJ1 SZT2 TACO1 TAF1 TAF15 TAF2 TAF8 TANGO2 TARDBP TARS1 TBC1D20 TBC1D23 TBCD TBCE TBK1 TBL2 TBP TCEAL1 TCF20 TCTN2 TDGF1 TDP1 TECPR2 TELO2 TFG TGFB1 TGIF1 THOC2 TIMM50 TIMM8A TMEM222 TMEM231 TMEM270 TMEM63C TMEM67 TMTC3 TMX2 TNR TOE1 TP53RK TPI1 TPK1 TPRKB TRAK1 TRAPPC12 TRAPPC4 TREM2 TREX1 TRIM8 TRIT1 TRMT10A TRMT5 TSEN15 TSEN2 TSEN34 TSEN54 TTC19 TTC26 TTR TUBA1A TUBB3 TUBB4A TUBG1 TUBGCP2 TUFM TXN2 TYROBP UBA5 UBAP1 UBE4A UBQLN2 UBTF UCHL1 UFC1 UFM1 UGDH UGP2 UNC13A UNC80 USP8 VAMP1 VAPB VCP VPS11 VPS13C VPS13D VPS37A VPS37D VPS41 VPS4A VPS50 VPS53 VRK1 VWA3B WARS1 WARS2 WASHC4 WASHC5 WDR26 WDR4 WDR45 WDR45B WDR48 WDR62 WDR73 WLS WWOX XPA XPC YIF1B YWHAG ZBTB11 ZC4H2 ZEB2 ZFR ZFYVE26 ZFYVE27 ZIC2 ZNF335 ZNF592 ZNF668 ZSWIM6 HP_SPASTIC_ATAXIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SPASTIC_ATAXIA AFG3L2 ATP5F1A CACNA1G DARS2 GDAP2 GLRX5 HTRA1 KIF1C LRP4 MARS2 MMADHC MTPAP PRDM8 SACS SPG7 TANC2 TBCE TUBB3 VAMP1 HP_SPASTIC_DIPLEGIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SPASTIC_DIPLEGIA AARS1 AASS ACP5 ADD3 ALDH3A2 ALS2 AP1S2 BCOR CTNNB1 DARS1 ELP2 FLNA FUS GALC GCDH GLRX5 H4C5 HSD17B10 HSD17B4 HUWE1 NAA10 NDE1 NDUFA4 NTRK2 PDHX PNP PQBP1 PSAP RAB3GAP1 RAB3GAP2 RNU7-1 SIGMAR1 SIX6 SLC25A15 SOX2 SPG11 SPTBN1 SPTLC1 TAF1 TANGO2 TUBB3 HP_SPASTIC_DYSARTHRIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SPASTIC_DYSARTHRIA AFG3L2 ALDH18A1 ALS2 AP4B1 AP4E1 AP4M1 AP4S1 ATP2B3 ATXN8OS ERLIN2 FAR1 GBA2 GJB1 GLRX5 MAG MAPT MARS2 PEX6 PNPT1 POLR3A PRNP RAB3GAP2 SPART SPG7 TDP1 VAMP1 HP_SPASTIC_GAIT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SPASTIC_GAIT ABCD1 ALDH18A1 ALS2 AMPD2 AP5Z1 APC ARG1 ARL6IP1 ARSI ATAD3A ATL1 ATP6AP2 B4GALNT1 BSCL2 CACNA1G CCT5 CPT1C CYP2U1 CYP7B1 DDHD1 DDHD2 DSTYK ERCC6 ERLIN1 ERLIN2 FAR1 FARS2 FBXO7 FUCA1 GBA2 GJC2 HSPD1 KCNA1 KCNA4 KIDINS220 KIF1A KIF5A KPNA3 LMNB1 MAG MECP2 MFSD2A NIPA1 NT5C2 PGAP1 PLP1 POLR3B REEP1 REEP2 RTN2 SACS SHMT2 SLC25A15 SLC33A1 SLC39A14 SPART SPAST SPG11 SPG7 TACO1 TECPR2 TMEM63C UBA5 UBAP1 USP8 VAMP1 VCP WASHC5 WDR26 WDR48 WLS ZFR ZFYVE26 ZFYVE27 HP_SPASTIC_HYPERACTIVE_BLADDER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SPASTIC_HYPERACTIVE_BLADDER DARS2 DNAJC13 EIF4G1 GBA1 GIGYF2 KIF5A LRIG2 LRRK2 PLP1 SNCA VPS35 HP_SPASTIC_PARAPARESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SPASTIC_PARAPARESIS ABCD1 ADAR AFG3L2 AIMP1 ALDH3A2 AP5Z1 ARG1 ATP6AP2 BCOR BTD CCDC88C COASY CPT1C CYP27A1 EDNRB FA2H FAR1 GALC GBA1 GFAP GJA1 GJC2 GOT2 IDUA IFIH1 LSM11 MAG MED13L MICOS13 MTHFR MTPAP MTRFR OPA3 PEX16 PLP1 PNP POLG POLR3GL PPP1R15B PRUNE1 RNASEH2A RNASEH2B RNASEH2C RNU7-1 SAMHD1 SDHA SDHAF1 SDHB SDHD SELENOI SLC25A15 SLC30A10 SOX10 SPART SPG21 SPG7 TBCE TREX1 TRMT10A TTC19 TTR WDR45 HP_SPASTIC_PARAPARETIC_GAIT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SPASTIC_PARAPARETIC_GAIT AMPD2 ARL6IP1 ATP6AP2 ERCC6 FARS2 FBXO7 KIF1A KIF5A SHMT2 SLC39A14 HP_SPASTIC_PARAPLEGIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SPASTIC_PARAPLEGIA ABCA12 ABCD1 ABHD16A AIFM1 ALDH18A1 ALS2 AMFR AMPD2 AP4B1 AP4E1 AP4M1 AP4S1 AP5Z1 ARL6IP1 ARSI ATL1 ATP13A2 ATP5F1A ATP5F1D ATP5F1E ATP5MC3 ATP5MK ATPAF1 ATPAF2 ATRX B4GALNT1 BSCL2 C19orf12 CACNA1D CAPN1 CCT5 CPT1C CYP2U1 CYP7B1 DDHD1 DDHD2 DNM1L DSTYK ELOVL1 ENTPD1 ERLIN2 FA2H FARS2 FLRT1 GAN GBA1 GBA2 GBE1 GJC2 GPT2 HACE1 HPDL HSPD1 IBA57 INTS8 KDM5C KIDINS220 KIF1A KIF5A KLC2 KPNA3 KY L1CAM LAMB1 LYST MAG MAN2B1 MARS1 MECP2 MT-ATP6 MT-ATP8 MTRFR NIPA1 NT5C2 OPA1 PAX3 PDHX PEX3 PGAP1 PI4KA PLP1 PNPLA6 RAB3GAP2 REEP1 REEP2 RNASEH2B RNF170 RNF220 RTN2 SELENOI SETX SLC16A2 SLC25A15 SLC2A1 SLC33A1 SPART SPAST SPG11 SPG21 SPG7 STXBP1 TECPR2 TFG TOE1 UBAP1 UCHL1 USP8 VAMP1 VCP VPS37A WASHC5 WDR45B WDR48 ZFR ZFYVE26 ZFYVE27 HP_SPASTIC_TETRAPARESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SPASTIC_TETRAPARESIS AASS ABCD1 ADAR AFF3 ALG3 ALS2 APOE ARX ATP5F1A ATP6V1A AUH COA8 DYM EARS2 EIF2S3 ERLIN2 EXOSC8 FA2H FAR1 FBLN1 GM2A GSS GUF1 HSD17B10 IFIH1 KCNJ6 KCNQ2 L2HGDH LIPT1 LIPT2 LMNB1 LMX1B LYRM7 MFSD2A MOCS1 MRM2 MT-ATP6 NFU1 NUP54 NUP62 PAFAH1B1 PHACTR1 PLA2G6 PLP1 PRDM8 PRPS1 PRUNE1 PSAP PSAT1 PSEN1 REEP1 RERE RNU7-1 SDHA SDHAF1 SDHB SDHD SLC18A2 SLC35A2 SMC1A SOD1 SOX4 STAMBP STXBP1 TACO1 TBCE TMEM222 TNR TRAPPC4 WDR62 HP_SPASTIC_TETRAPLEGIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SPASTIC_TETRAPLEGIA ADAR ADD3 ADGRG1 ALS2 ANKLE2 AP4E1 AP4M1 APC2 ARSA ARX ASNS ATP13A2 ATP6V0A1 AUH BCL11B CACNA1D CACNA1E CDC40 CLIC2 CLN8 CNP CNPY3 COASY COG2 COL4A2 COLGALT1 CSF1R CTNNA2 CYB5A CYB5R3 DEGS1 DENND5A DPH5 DTYMK DYNC1H1 ELOVL4 EXOC2 FUCA1 GLB1 GLYCTK GOT2 GRIA4 GRIN1 GSX2 H4C5 HSD17B10 IBA57 IFIH1 KANK1 KARS1 KCNC2 KIF2A KIF5C LIAS LSM11 MCOLN1 MECP2 MINPP1 MOCS1 MOCS2 MRPS22 MTFMT NALCN NAXD NDE1 NDUFAF4 NDUFAF5 OSTM1 OTUD6B PCDH12 PDHX PET100 PHGDH PI4KA PLA2G6 PPFIBP1 PPIL1 PRDM13 PRDM8 PSMC1 RAB18 RANBP2 RNASEH2A RNASEH2B RNASEH2C RNU7-1 SAMHD1 SCN2A SCN3A SDHAF1 SEC31A SEPSECS SHMT2 SHQ1 SIX6 SLC16A2 SLC19A3 SLC1A4 SOX10 SOX2 SPATA5L1 SPTAN1 SPTBN1 SRPX2 STXBP1 SYNJ1 TANGO2 TBC1D20 TBCE TMX2 TREX1 TUBA1A TUBB3 TUBG1 UNC80 VPS53 WARS2 WDR45B WDR73 YIF1B HP_SPECIFIC_LEARNING_DISABILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SPECIFIC_LEARNING_DISABILITY ABCD1 ACTB ACTG1 ADGRG1 AFF2 ALDH18A1 ALDOA ALMS1 AMACR AMER1 ANGPT2 APC APC2 ARL6 ARVCF ARX ASPA ATP7A AUTS2 B3GALNT2 B4GAT1 BBS1 BLM BPTF C9orf72 CA2 CACNA1A CACNA1H CCDC28B CDC45 CDC6 CDON CDT1 CHCHD10 CHMP2B CHRNA7 CHSY1 CKAP2L CLTCL1 CNKSR2 COL4A1 COMT COQ2 COX7B CRPPA CYLD CYP27A1 DAG1 DARS2 DCC DGCR2 DGCR6 DGCR8 DIS3L2 DISP1 DLL1 DMD DNAAF4 DNAJC21 DNAL4 DPP9 DPYD DVL1 DVL3 EHMT1 ELN ESS2 EXTL3 FANCF FARSB FBXW7 FGF8 FGFR1 FIBP FKRP FKTN FLT4 FMR1 FOXH1 FOXP2 FRMD5 FUS FZD2 GABRA1 GABRB3 GABRG2 GALT GAS1 GCLC GDI1 GJC2 GLI2 GLUD1 GMNN GNPTAB GP1BB GRB10 GRIA3 GRIN2A GRN H19 HAL HCCS HDAC8 HERC2 HINT1 HIRA HMGA2 HNRNPA1 HNRNPA2B1 HTT IFNG IGF2 INPP5K IRF6 JAG1 JMJD1C JRK KAT6B KCNA1 KCNC3 KCNJ2 KCNJ5 KIF11 KIFBP KLF13 LARGE1 LAS1L LEMD3 LTBP1 LTBP4 LYST MAGEL2 MAN2B1 MAP1B MAP2K2 MAPT MBTPS2 MED13L MICU1 MID1 MKRN3 MLXIPL MORC2 MSX1 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW MTHFR MTOR MYCN MYO5A NDN NDUFB11 NECTIN1 NF1 NIPA1 NIPA2 NODAL NOTCH3 NPAP1 NSD1 NTN1 NTRK1 OCA2 OPA3 ORC1 ORC4 ORC6 PAPPA2 PCGF2 PI4KA PIEZO1 PIEZO2 PIGH PIK3C2A PLA2G6 PLCH1 PMPCA PNKP POMGNT1 POMGNT2 POMK POMT1 POMT2 PRKAR1B PRKD1 PRMT7 PRNP PRRT2 PSEN1 PSMD12 PTCH1 PTDSS1 PWAR1 PWRN1 RAD51 RDH11 RNF168 RNU4ATAC RPS23 RREB1 RXYLT1 SARDH SBDS SBF2 SC5D SEC24C SETD2 SH2B1 SHH SIL1 SIM1 SIX3 SIX6 SLC25A15 SLC2A1 SLC2A10 SLC2A3 SMAD4 SMARCA2 SMC1A SMPD1 SNORD115-1 SNORD116-1 SNRPN SOX2 SPART SPG11 SPG7 SPRED1 SPTBN1 SQSTM1 SRP54 SRPX2 SRY STAG2 STIL STIM1 SUGCT SYN1 TARDBP TBK1 TBX1 TCF12 TCF4 TCTN3 TDGF1 TERC TERT TGIF1 THOC6 TINF2 TMEM106B TMEM63A TMEM94 TP63 TREM2 TRIO TSC1 TSC2 TUBB2B TUBB3 TUBB4A TUBG1 TWNK UBE3B UFD1 VCP VPS13D VPS41 WAS WDR1 WIPF1 WNT5A YY1AP1 ZFYVE26 ZIC2 HP_SPEECH_APRAXIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SPEECH_APRAXIA CHD1 CHD3 DLAT DMPK EBF3 FOXP1 FOXP2 FRRS1L GALK1 GALT GRIN2A KANSL1 KDM6B MAPT MED13 NONO PACS1 POU4F1 PRKAR1B PTEN PURA RAI1 RNF135 SH2B1 SLC25A15 SLC6A8 SPART SRCAP SRPX2 STUB1 TRAPPC11 USP7 HP_SPEECH_ARTICULATION_DIFFICULTIES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SPEECH_ARTICULATION_DIFFICULTIES ALDH4A1 ARHGAP29 ARHGEF38 BMP4 CDH1 COBLL1 DLG1 DLX4 FOXP1 FRRS1L GABRG2 GALT GNAI3 GRHL3 GRIN2A HTT IRF6 MAGEL2 MAPT MSX1 NDN NECTIN1 NF1 OCA2 PDGFRA PLCB4 RIC1 SH2B1 SLC2A3 SNRPN SRPX2 STAG2 TP63 UBB HP_SPERMATOGENESIS_MATURATION_ARREST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SPERMATOGENESIS_MATURATION_ARREST M1AP MOV10L1 MSH5 PNLDC1 SYCE1 TDRD9 TERB1 TERB2 TEX11 XRCC2 HP_SPHEROCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SPHEROCYTOSIS ANK1 EPB42 RHAG RHCE RHD SLC4A1 SPTA1 SPTB HP_SPIDER_HEMANGIOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SPIDER_HEMANGIOMA GPR35 MST1 SEMA4D SLC37A4 TCF4 HP_SPINAL_CANAL_STENOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SPINAL_CANAL_STENOSIS ADAMTS10 AIP AKT1 ARSL CASZ1 CSPP1 DMP1 ENPP1 EXTL3 FBN1 FGFR3 GABRD GPR101 HSPG2 IARS2 IDS IDUA KANSL1 KCNAB2 KIAA0586 LUZP1 MMP23B MYH3 NFATC2 NOG PDE4D PDPN PHEX PHF6 PRDM16 PRKAR1A PRKCZ RERE RIPPLY2 RRAS2 SKI SPEN TBCE TRPM3 TTR UBE4B ZNF341 HP_SPINAL_CORD_COMPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SPINAL_CORD_COMPRESSION AKT1 APC ARSL B2M B3GALT6 CCND1 COG4 COL2A1 COMP CREBBP DDR2 DNA2 EP300 EXT1 EXT2 EXTL3 FLNB FOXE1 GNAS HABP2 HBB IDS IDUA KIF1B MINPP1 NEPRO NFIX PHEX RMRP SLC26A2 TRPV4 HP_SPINAL_CORD_LESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SPINAL_CORD_LESION ABCA1 ACY1 B4GAT1 CCM2 CCNQ CLP1 COG4 CREBBP CTNNB1 DDHD2 DDR2 DKK1 EP300 EXT1 EXT2 FBLN1 FOXF1 GLRX5 HMGA2 HNRNPK IL11RA KDM1A KPNA3 KRIT1 LEMD3 MBTPS2 NFIA NOTCH2 NOTCH3 NRAS PDCD10 PIK3CA RAI1 RBM8A RTN2 RUNX2 SETD2 SH2B1 SLC33A1 SPARC TBX6 UBAP1 VANGL1 WASHC5 HP_SPINAL_CORD_TUMOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SPINAL_CORD_TUMOR CCND1 COQ6 CREBBP FLI1 LZTR1 NF2 RELA SMARCB1 VHL ZFTA HP_SPINAL_DYSRAPHISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SPINAL_DYSRAPHISM ACTB AMER1 ARID1B ARVCF ATP6V1B2 B3GLCT BAZ1B BCL7B BICD2 BMP2 BMS1 BRAF BRCA1 BRCA2 BRIP1 BUD23 CCBE1 CCL2 CCNQ CDK13 CHN1 CHRNG CLIP2 COL18A1 COLEC10 COLEC11 COMT CREBBP CUL7 DACT1 DARS1 DLK1 DLL3 DLL4 DNAJC30 EIF4H ELN EP300 ERCC4 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FIBP FKBP6 FLI1 FLNA FLNB FUZ GDF3 GDF6 GP1BB GTF2I GTF2IRD1 GTF2IRD2 HAAO HES7 HIRA HMX1 HRAS IKBKG IRF6 ITGB4 JMJD1C KANSL1 KCNH1 KIF22 LFNG LIG4 LIMK1 LMX1B MAD2L2 MAFB MAP3K7 MASP1 MEG3 MEOX1 MESP2 METTL27 MLXIPL MTHFD1 MTHFR MTR MTRR MYH3 NCF1 NEK9 NF1 NOTCH2NLC NSUN2 PALB2 PAX3 PHGDH PIK3CA PLEC POLA1 PORCN PSAT1 PTCH1 PTDSS1 PTPN11 PUF60 RAB23 RAD51 RAD51C RAF1 RBM8A RECQL4 RFC2 RFWD3 RIPPLY2 RMRP RORA RPS19 RREB1 RTL1 RUNX2 SALL4 SEC24C SLC25A19 SLX4 SNRPB SOX9 STX1A SUPT16H TBC1D24 TBL2 TBX1 TBX6 TBXT TMEM270 TNXB TRIM36 UBA2 UBE2T UFD1 VANGL1 VANGL2 VPS37D WBP11 XRCC2 ZIC1 HP_SPINAL_MUSCULAR_ATROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SPINAL_MUSCULAR_ATROPHY ASAH1 ASCC1 ATP7A BICD2 CHCHD10 DNAJB2 DYNC1H1 EXOSC8 FBXO38 IGHMBP2 KCNK9 MORC2 PLEKHG5 SIGMAR1 SMN1 SMN2 TBCE TK2 TRIP4 TRPV4 UBA1 VAPB VRK1 HP_SPINAL_RIGIDITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SPINAL_RIGIDITY ACTA1 ACVR1 AGRN BAG3 CAPN3 CAVIN1 CFL2 CHAT COL12A1 COL13A1 COL2A1 COL6A1 COL6A2 COL6A3 DES DNAJB4 DYSF EMD ERLIN2 FHL1 FKTN HSPG2 INPP5K JAG2 KBTBD13 KLHL41 KY LMNA LMOD3 MGME1 MYBPC1 MYH7 MYMK MYO9A MYPN NEB ORAI1 POMT1 POMT2 PYROXD1 SCN4A SELENON SLC18A3 SLC25A1 SLC5A7 SNAP25 SYNE1 SYNE2 SYT2 TMEM43 TNNT1 TNPO3 TOR1AIP1 TPM2 TPM3 TRIP4 TTN VAMP1 HP_SPINA_BIFIDA_OCCULTA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SPINA_BIFIDA_OCCULTA ACTB AMER1 ARID1B ATP6V1B2 B3GLCT BAZ1B BCL7B BICD2 BMP2 BRAF BUD23 CCBE1 CCL2 CCNQ CDK13 CHN1 CHRNG CLIP2 COL18A1 COLEC10 COLEC11 CREBBP CUL7 DACT1 DARS1 DLL3 DNAJC30 EIF4H ELN EP300 FIBP FKBP6 FLNA FLNB FUZ GTF2I GTF2IRD1 GTF2IRD2 HES7 HMX1 IKBKG IRF6 KCNH1 LFNG LIG4 LIMK1 MAFB MAP3K7 MASP1 MESP2 METTL27 MLXIPL MYH3 NCF1 NEK9 NOTCH2NLC NSUN2 POLA1 PORCN PTDSS1 PTPN11 PUF60 RAB23 RAF1 RECQL4 RFC2 RIPPLY2 RORA RPS19 RUNX2 SALL4 STX1A TBC1D24 TBL2 TBX6 TBXT TMEM270 TNXB VANGL1 VANGL2 VPS37D WBP11 ZIC1 HP_SPINOCEREBELLAR_TRACT_DEGENERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SPINOCEREBELLAR_TRACT_DEGENERATION ATXN1 ATXN2 ATXN3 GCLC GJB1 MAN2B1 PLP1 PRKAR1B REPS1 TDP1 HP_SPLANCHNIC_VEIN_THROMBOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SPLANCHNIC_VEIN_THROMBOSIS CASR CD55 CFTR CPA1 CTNNB1 CTRC EPAS1 JAK2 KCNN4 MET MPL NOTCH1 PIEZO1 PIGA PIGM PRSS1 PRSS2 SERPINC1 SLC4A1 SPINK1 TET2 HP_SPLENOMEGALY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SPLENOMEGALY ABCA1 ABCA12 ABCB11 ABCB4 ABCD3 ABCG8 ABL1 ADA ADA2 ADAMTS3 ADAR AFF4 AGA AGPAT2 AKR1D1 AKT1 ALAS2 ALDOA ALG1 ALG9 ALMS1 ALPK1 ANK1 ANKRD55 AP3B1 AP3D1 APOA1 APOC2 APOE ARSB ARVCF ASAH1 ASXL1 ATM ATP6AP1 ATP6V1B2 ATP7B ATP8B1 ATRX B2M B4GALT1 BACH2 BCL11A BCL2 BCL6 BCR BMP2 BMP6 BPGM BRAF BRCA1 BRCA2 BSCL2 BTD BTNL2 C4A CA2 CALR CARD11 CASK CASP10 CASP8 CASR CAV1 CAVIN1 CBL CC2D2A CCBE1 CCDC115 CCDC47 CCND1 CCR1 CD19 CD247 CD27 CD28 CD3D CD3E CD40LG CD70 CD81 CDAN1 CDIN1 CDKN2A CFAP410 CFTR CHD7 CLCN7 CLDN1 CLPB COG1 COG4 COG5 COG6 COG7 COMT COX10 COX4I2 CPOX CR2 CSF3R CSPP1 CTC1 CTLA4 CTNS CTSA CTSK CYBA CYBB CYBC1 CYP7B1 DCDC2 DCLRE1C DDRGK1 DGUOK DHCR24 DHCR7 DKC1 DLK1 DLL4 DNASE1L3 DNASE2 DPM1 DYNC2LI1 DZIP1L EPB41 EPB42 EPOR ERAP1 ERBB3 ERCC6 ERCC8 F5 FAH FARSA FAS FASLG FAT4 FCGR2A FCHO1 FERMT3 FGA FGFR2 FMO3 FOCAD FOXP3 FUCA1 G6PC3 G6PD GAA GALE GALK1 GATA1 GATA2 GBA1 GBE1 GCLC GEMIN4 GIMAP5 GLB1 GLIS3 GLRX5 GNB2 GNE GNPTAB GNS GP1BA GP1BB GPC3 GPC4 GPD1 GPI GPIHBP1 GPR35 GUSB GYPC HAMP HAVCR2 HBA1 HBA2 HBB HBG1 HBG2 HCK HEXB HFE HGSNAT HIRA HJV HK1 HLA-B HLA-DRB1 HPGD HSD17B4 HSD3B7 IARS1 ICOS IDS IDUA IFIH1 IFNG IFNGR1 IFT140 IFT172 IKBKG IKZF3 IL10 IL12A IL12A-AS1 IL1RN IL23R IL2RA IL2RB IL2RG IL6 IL6ST IL7R INPP5E INPPL1 IRF2BP2 IRF4 IRF8 ITCH ITK JAK1 JAK2 JAK3 JMJD1C KCNH1 KCNMA1 KCNN3 KCNN4 KIF3B KIT KLF1 KLRC4 KPTN KRAS LACC1 LAT LBR LCAT LIG4 LIPA LMNA LPIN2 LPL LRBA LSM11 LYST LYZ MAGT1 MAN2B1 MCM4 MECOM MED12 MEFV MEG3 MICU1 MIF MKS1 MMUT MOGS MPIG6B MPL MS4A1 MST1 MVK MYD88 MYO5B NAE1 NAGLU NBEAL2 NCF1 NCF2 NCF4 NCKAP1L NDUFS4 NEU1 NFKB1 NFKB2 NFKBIA NGLY1 NHLRC2 NHP2 NLRC4 NLRP1 NLRP12 NLRP3 NOD2 NOP10 NOTCH1 NOTCH2 NPC1 NPC2 NPHP3 NPM1 NRAS OAS1 OCLN OSTM1 OTC PALB2 PALLD PARN PDGFRA PEPD PEX13 PEX2 PEX7 PHKA2 PHKB PHKG2 PHYH PIBF1 PIEZO1 PIGA PIGM PIK3C2A PIK3CA PIK3CD PIK3CG PIK3R1 PKHD1 PKLR PLEKHM1 PNP PNPLA2 PPARG PRF1 PRKCD PSAP PSMB10 PSMB4 PSMB8 PSMB9 PSMG2 PSTPIP1 PTEN PTPN2 PTPN22 PTPRC RAB27A RABL3 RAC2 RAG1 RAG2 RASGRP1 RBCK1 RBM8A RHAG RHCE RHD RINT1 RIPK1 RMRP RNASEH2A RNASEH2B RNASEH2C RNU4ATAC RNU7-1 RORC RPGRIP1L RREB1 RTEL1 RTL1 RUNX1 SAMD9L SAMHD1 SC5D SCARB2 SCYL1 SEC23B SEC24C SEMA4D SERPINA1 SF3B1 SGSH SH2B3 SH2D1A SKIC2 SKIC3 SLC17A5 SLC25A13 SLC29A3 SLC2A1 SLC30A10 SLC37A4 SLC39A4 SLC4A1 SLC7A7 SLCO2A1 SMAD4 SMPD1 SNX10 SNX14 SOCS1 SOX10 SP110 SPTA1 SPTB SRSF2 STAT1 STAT3 STAT4 STEAP3 STX11 STXBP2 SUMF1 SYK TALDO1 TBX1 TBXAS1 TCF3 TCF4 TCIRG1 TERC TERT TET2 TFE3 TGFB1 THPO TINF2 TLR4 TLR8 TMEM67 TNFRSF11A TNFRSF13B TNFRSF13C TNFRSF1A TNFRSF1B TNFRSF4 TNFRSF9 TNFSF11 TNFSF12 TOM1 TP53 TPI1 TPP2 TRAC TREX1 TRNT1 TRPV6 TTC26 TULP3 TYMS UBAC2 UBR1 UFD1 UMPS UNC13D UROD UROS USB1 USP53 VPS11 VPS13A VPS33A VPS33B VPS45 WDR1 WDR35 WRAP53 XIAP XK YARS1 YME1L1 ZAP70 ZFYVE19 ZNF699 ZNFX1 HP_SPLIT_FOOT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SPLIT_FOOT DLX5 FGFR2 GLI3 MAP3K20 PORCN TP63 UBA2 WNT10B HP_SPLIT_NAIL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SPLIT_NAIL AARS1 CARS1 DKC1 EFNB1 ERCC2 ERCC3 GTF2E2 GTF2H5 MPLKIP RNF113A TARS1 HP_SPOKEN_WORD_RECOGNITION_DEFICIT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SPOKEN_WORD_RECOGNITION_DEFICIT CHMP2B GRIN2A GRN HSD17B10 MAPT PSEN1 TMEM106B TREM2 VCP HP_SPONDYLOEPIMETAPHYSEAL_DYSPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SPONDYLOEPIMETAPHYSEAL_DYSPLASIA ACAN AIFM1 B3GALT6 BGN COL2A1 DDR2 DDRGK1 DYM EXOC6B IARS2 KIF22 MATN3 MMP13 NANS PAPSS2 RSPRY1 TONSL HP_SPONDYLOEPIPHYSEAL_DYSPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SPONDYLOEPIPHYSEAL_DYSPLASIA ACAN CCN6 CHST3 COL11A1 COL2A1 IARS2 MBTPS1 NMNAT1 RNU4ATAC RPL10 SMARCAL1 TRAPPC2 TRPV4 HP_SPONDYLOLISTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SPONDYLOLISTHESIS AGA BMP2 COL2A1 CTSK FBN1 IDUA KANSL1 LMX1B MAN2B1 MYH3 PABPN1 RUNX2 SMAD3 TGFB2 TGFB3 TGFBR2 ZNF469 HP_SPONDYLOLYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SPONDYLOLYSIS AGA CTSK FLNA FLNB LMX1B RUNX2 HP_SPONDYLOMETAPHYSEAL_DYSPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SPONDYLOMETAPHYSEAL_DYSPLASIA ACP5 CFAP410 COL2A1 FN1 GPX4 PAM16 PCYT1A TRIP11 TRPV4 HP_SPONTANEOUS_HEMATOMAS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SPONTANEOUS_HEMATOMAS ACVRL1 ATP7A CD109 COG8 ENG F10 F13A1 F13B F5 F8 GDF2 GP1BA GP1BB GP9 ITGA2 ITGA2B ITGB3 PRKACG SERPINE1 SMAD4 WAS WIPF1 HP_SPONTANEOUS_HEMOLYTIC_CRISES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SPONTANEOUS_HEMOLYTIC_CRISES ANK1 EPB42 GPI SLC2A1 SLC4A1 SPTA1 SPTB HP_SPONTANEOUS_PAIN_SENSATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SPONTANEOUS_PAIN_SENSATION ATP1A2 CACNA1A PMP22 PRRT2 SCN1A HP_SPONTANEOUS_PNEUMOTHORAX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SPONTANEOUS_PNEUMOTHORAX ADAMTS2 ADAMTS3 CAV1 COL3A1 DZIP1L FLCN PKHD1 SFTPB SFTPC TGFBR2 THSD4 HP_SPONTANEOUS_RECURRENT_EPISTAXIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SPONTANEOUS_RECURRENT_EPISTAXIS ACVRL1 ENG GBA1 GDF2 GP1BA GP1BB GP9 HPS3 ITGA2B ITGB3 LYST MYH9 SRC HP_SPORADIC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SPORADIC ACAT2 ADA2 ADH1C AKT1 ALDH18A1 ALX3 ATXN2 ATXN8OS BCL10 CACNA1S CDON CHD7 COQ2 CPLX1 CREBBP CTBP1 DRD5 EHMT1 EP300 FGFR1 FGFR3 FGFRL1 FLCN FLNB FOXG1 GATA1 GBA1 GJA5 GJA8 GLI2 GLUD2 GNAQ GNAS GNAS-AS1 HERC2 HLA-DRB1 HNF1A HNF1B HRAS IGF2 IRF6 JAK2 KIF1B KIT KRAS LETM1 LMNB2 MAGEL2 MAP2K1 MAPT MEF2C MKRN3 MT-TT MTOR MYC NFIA NFIX NIPBL NLGN4X NPAP1 NR4A2 NRAS NSD2 OGG1 PAFAH1B1 PBRM1 PDGFRA PIK3CA PSEN1 PTDSS1 PWAR1 PWRN1 RAI1 RB1 RNF139 RPS14 RPS6KA3 SDHB SDHC SHANK3 SIN3A SIX3 SKI SNCAIP SNORD115-1 SNORD116-1 SNRPN SPECC1L STK11 STX16 SUMO1 TBP TINF2 TSC1 TSC2 TSHR TUBB4A UBE3A VHL ZBTB20 HP_SPOTTY_HYPERPIGMENTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SPOTTY_HYPERPIGMENTATION BANF1 CRIPT FERMT1 KRT14 KRT5 LYST PDE11A PRKAR1A SRD5A3 HP_SPOTTY_HYPOPIGMENTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SPOTTY_HYPOPIGMENTATION ABCB6 ABCC9 BLM CRIPT EBP FERMT1 KRT14 KRT5 UBE2A HP_SPRENGEL_ANOMALY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SPRENGEL_ANOMALY ADA2 BRAF CDH2 COL3A1 EFNB1 EMD FHL1 FLNA GATA1 GDF3 GDF6 HEATR3 HSPG2 LMNA MAP3K7 MEOX1 NPR2 PAX3 PTCH1 PTPN11 RAF1 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 SEPTIN9 SF3B4 SYNE1 SYNE2 TBX2 TBX3 TBX5 TMCO1 TMEM43 TSR2 WBP11 HP_SQUAMOUS_CELL_CARCINOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SQUAMOUS_CELL_CARCINOMA AAGAB AARS1 ANAPC1 ATR BLM BRD4 CARS1 CDKN2A CIB1 COL14A1 COL17A1 COL7A1 CTSC DDB2 DKC1 DOCK8 ERCC2 ERCC3 ERCC4 ERCC5 FDPS FERMT1 GATA1 GJB2 GJB6 GTF2E2 GTF2H5 IL7 ING1 KRT14 KRT5 LAMA3 LAMB3 LAMC2 LMNA MC1R MMP1 MPLKIP MVD MVK NAF1 NLRP1 NTHL1 NUTM1 OCA2 POLH PSENEN RECQL4 RNF113A RSPO1 SASH1 SLC17A9 SLX4 SMARCAD1 STAT1 TARS1 TERC TERT TINF2 TMC6 TMC8 TNFRSF10B TOM1 TYMS TYR UROS WNT10A WRN XPA XPC HP_SQUAMOUS_CELL_CARCINOMA_OF_THE_SKIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SQUAMOUS_CELL_CARCINOMA_OF_THE_SKIN DDB2 ERCC2 ERCC3 ERCC4 ERCC5 IL7 KRT14 KRT5 LMNA MC1R NAF1 OCA2 RSPO1 SMARCAD1 TERC TERT TINF2 TMC8 TYMS TYR XPA XPC HP_SQUARED_ILIAC_BONES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SQUARED_ILIAC_BONES AEBP1 CEP120 COG1 HSPG2 INPPL1 LONP1 MATN3 NEPRO PAM16 PLCB3 PTH1R RNU4ATAC TRPV4 HP_SQUARE_FACE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SQUARE_FACE ADAMTSL1 CHD7 CREBBP EP300 IFT57 KDM5B LIFR OSTM1 PUF60 SETD1B WAC HP_STAGE_5_CHRONIC_KIDNEY_DISEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_STAGE_5_CHRONIC_KIDNEY_DISEASE ACTN4 AGXT AHI1 ALG5 ALG9 ALMS1 ANKFY1 ANKS6 ANLN APOL1 APRT ARHGAP24 ARHGDIA AVIL BBIP1 BICC1 BNC2 BSND C3 CC2D2A CD151 CD2AP CD81 CEP164 CEP290 CEP83 CFHR5 CLCN5 CLCNKA CLCNKB CLDN19 COL4A3 COL4A4 COL4A5 COL4A6 COQ6 COQ8B CPT2 CRB2 CTNS DAAM2 DCDC2 DGKE DNAJB11 DSTYK DZIP1L EHHADH EMP2 FAN1 FN1 GANAB GAPVD1 GATM GLIS2 GON7 GSN HNF1B IFNG IFT122 IFT140 IFT43 INF2 INVS IQCB1 JAG1 LAGE3 LAMA5 LAMB2 LMX1B LZTFL1 MAFB MAGI2 MAPKBP1 MEFV MMUT MUC1 MYO1E MYOCD NDUFAF6 NEK8 NOD2 NOS1AP NPHP1 NPHP3 NPHP4 NPHS1 NPHS2 NUP107 NUP133 NUP160 NUP205 NUP37 NUP85 NUP93 OCRL OSGEP PAX2 PKD1 PKD2 PKHD1 PLCE1 PRKCD PTPRO RAD51C RNU7-1 ROBO1 RPGRIP1L RRM2B SDCCAG8 SGPL1 SLC34A1 SLC37A4 SLC41A1 SLC7A7 SMARCAL1 SPRY2 SRCAP TBC1D8B TMEM126B TMEM231 TMEM67 TP53RK TPRKB TRAF3IP1 TRPC6 TSC1 TSC2 TTC21B TTC26 WDR19 WT1 XPNPEP3 YRDC ZMPSTE24 HP_STAPES_ANKYLOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_STAPES_ANKYLOSIS ABCC6 ENPP1 GJB2 GJB6 IL11RA NOG POU3F4 RAD21 HP_STARING_GAZE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_STARING_GAZE AARS2 AGRN ATXN1 CHAT COL13A1 HTT KCNQ2 KCNT2 MYO9A NEXMIF NGLY1 PNKD PRRT2 SCN2A SLC18A3 SLC25A1 SLC2A3 SLC5A7 SNAP25 SYNJ1 SYT2 VAMP1 HP_STATUS_EPILEPTICUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_STATUS_EPILEPTICUS AARS1 ABCC8 ACTL6B ADGRV1 ADORA2A AGO1 AKT3 ALDH4A1 ALDH5A1 ALDH7A1 AMACR AP3B2 ARV1 ARX ASAH1 ATP1A1 ATP1A2 ATP1A3 ATP5PO ATP6V0A2 ATP6V1A ATXN10 BCL10 BRAT1 BSCL2 CACNA1A CACNA1B CACNA1E CACNA2D1 CACNB4 CAD CARS1 CARS2 CCDC88A CDK19 CDKN1A CDKN1B CDKN2B CDKN2C CELF2 CHD2 CILK1 CLCN2 CLN6 CLTC CNKSR2 CNTNAP2 COG8 COQ2 COQ8A COX10 COX7B CTSD CYFIP2 DALRD3 DEAF1 DHCR24 DHDDS DIS3L2 DNM1 DNM1L DTYMK ECE1 EEF1A2 EFHC1 EHMT1 EPM2A FBXO28 FGF12 FGF13 FH FIG4 FZR1 GABBR2 GABRA1 GABRA2 GABRA5 GABRB2 GABRD GABRG2 GET4 GLYCTK GNB1 GOSR2 GPAA1 GRIA3 GRIA4 GRIN1 GRIN2A GRIN2B GRIN2D GRM7 HCCS HCN1 HNRNPU IFNG IQSEC1 ITPA JRK KCNA2 KCNB1 KCNC2 KCNJ11 KCNMA1 KCNQ2 KCNQ3 KCNT1 KCTD7 KIF11 LMNB2 MAST3 MECP2 MEN1 MICU1 MRM2 MTOR NARS2 NDUFA6 NDUFA8 NDUFB11 NECAP1 NEXMIF NHLRC1 NTRK2 NUS1 ODC1 OGDHL PACS2 PARS2 PCDH19 PDE2A PDSS2 PET100 PEX5 PGM2L1 PIGA PIGS PIK3CA PLPBP PNPO POLG PPP3CA PRODH PRRT2 PSAP QARS1 RHOBTB2 RNU4ATAC RRM2B SATB1 SCN1A SCN1B SCN2A SCN3A SCN8A SCN9A SLC12A5 SLC13A5 SLC19A3 SLC1A2 SLC1A3 SLC25A12 SLC2A1 SLC38A3 SMARCA2 SMARCAL1 SON ST3GAL5 STRADA STX1B STXBP1 SVBP SYNGAP1 SYNJ1 SZT2 TBC1D20 TBC1D24 TBK1 TICAM1 TIMM50 TLR3 TRAF3 TRAK1 TRAPPC2L TSC1 TSC2 TWNK UBA5 UCP2 UNC93B1 UPB1 UQCC2 VAMP2 VARS1 VPS51 WDR4 WWOX YWHAG HP_STATUS_EPILEPTICUS_WITHOUT_PROMINENT_MOTOR_SYMPTOMS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_STATUS_EPILEPTICUS_WITHOUT_PROMINENT_MOTOR_SYMPTOMS ADGRV1 ADORA2A CDKN1A CDKN1B CDKN2B CDKN2C CHD2 CLN6 DNM1 GABRA1 GABRD GABRG2 GRIN2A HCN1 HNRNPU MEN1 ODC1 PCDH19 POLG SCN1A SCN1B SCN2A SCN9A SLC1A2 STX1B HP_STATUS_EPILEPTICUS_WITH_PROMINENT_MOTOR_SYMPTOMS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_STATUS_EPILEPTICUS_WITH_PROMINENT_MOTOR_SYMPTOMS ASAH1 BRAT1 CACNA1A COQ8A FBXO28 GABRA1 GABRG2 GOSR2 KCNC2 KCTD7 MAST3 MRM2 PCDH19 PDE2A PDSS2 PEX5 POLG SCN1A SCN1B SCN2A SCN9A SLC1A2 SLC2A1 SLC38A3 SYNJ1 TWNK VAMP2 HP_STEATORRHEA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_STEATORRHEA ACOX2 AKR1D1 ANTXR2 APOB CCDC47 CEACAM3 CEACAM6 CFTR CLCA4 CLMP COX4I2 CTRC CYP7B1 DCTN4 DNAJC21 EDNRA EFL1 EPCAM FCGR2A GCLC GSTM3 HFE HLA-DQA1 HLA-DQB1 HMOX1 HSD3B7 KCNN4 LBR LIPA MIF MPI MTTP PERCC1 PEX12 PMM2 PNLIP PRSS1 PRSS2 PTF1A PTRH2 SAR1B SBDS SERPINA1 SHPK SLC10A2 SLC11A1 SLC26A9 SLC51B SLC6A14 SLC7A7 SLC9A3 SPINK1 SRP54 STX1A TGFB1 TJP2 HP_STENOSIS_OF_THE_EXTERNAL_AUDITORY_CANAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_STENOSIS_OF_THE_EXTERNAL_AUDITORY_CANAL ANAPC7 B3GLCT CHN1 COG1 COL2A1 COL7A1 CPLX1 CTBP1 EDN1 EDNRA EYA1 FAT4 FGFR2 FGFRL1 GMNN GNAI3 GPRASP2 HMX1 HOXA2 LETM1 MAF MAFB MED12 NSD2 PLCB4 POR PORCN RPL26 RPS28 SALL4 SIX1 SIX5 SLC12A2 SOST SP7 TBX15 TP63 TWIST2 HP_STEPPAGE_GAIT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_STEPPAGE_GAIT ADSS1 ATL1 ATL3 ATP1A1 BICD2 CLIC2 COA7 COX6A1 DCAF8 DHH EGR2 FHL1 GAN GBF1 GDAP1 GNB4 GNE GRIN2A HARS1 HINT1 HNRNPA1 HSPB1 HSPB3 IGHMBP2 INF2 KARS1 KIF1B KLHL9 LMNA LRSAM1 MARS1 MFN2 MPZ MTRFR MTTP NEB NEFL PDK3 PLEKHG5 PMP2 PMP22 POLG PRX RAB7A SBF2 SCO2 SLC25A46 SLC30A10 SPTLC1 SPTLC2 SQSTM1 TDP1 TIA1 TTN VAC14 VCP HP_STEROID_RESISTANT_NEPHROTIC_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_STEROID_RESISTANT_NEPHROTIC_SYNDROME AVIL COQ6 COQ8B CRB2 DAAM2 EMP2 KIRREL1 LAMA5 MAGI2 NUP133 NUP160 NUP205 NUP85 NUP93 SGPL1 TBC1D8B TPRKB HP_STIFF_NECK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_STIFF_NECK COL2A1 DKK1 NDE1 NDUFS3 NEK9 HP_STIFF_SKIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_STIFF_SKIN ADA2 FBN1 LMNA PSMB8 SLC29A3 SMAD4 ZMPSTE24 HP_STILLBIRTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_STILLBIRTH ALPL CALCRL CENPF CEP120 CEP55 COL11A1 COL2A1 ESCO2 FLNA FLNB GBA1 GDF5 GRIP1 HYLS1 IL6ST LBR LGI4 MUSK NEK8 NSDHL OSTM1 PHGDH PITX1 POR PTH1R RMND1 RNU4ATAC SLC26A2 SLC35D1 TRIP11 WT1 ZMPSTE24 HP_STOMACH_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_STOMACH_CANCER AAGAB APC BLM BMPR1A BUB1 BUB1B BUB3 CASP10 CDH1 CDKN2A CEP57 CHEK2 COL14A1 ERBB2 FGFR2 IL1B IL1RN IRF1 KLF6 KRAS MDM2 MSH3 MUTYH PIK3CA RPS20 SEMA4A STK11 TP53 TRIP13 HP_STOMATITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_STOMATITIS BCOR C4A CARMIL2 CASP10 CCR1 CD40LG CEBPE CLPB DCLRE1C ELANE ERAP1 FAS FASLG FIP1L1 GCGR GFI1 HLA-B HLA-DQA1 HLA-DQB1 HYOU1 IFNGR1 IL10 IL12A IL12A-AS1 IL17RC IL1RN IL23R IL6 IRF2BP2 IRF9 ITK KLRC4 KYNU LMBRD1 MALT1 MEFV MMACHC MVK NABP1 NCF4 NLRP12 NLRP3 NOD2 NPM1 NUMA1 ORAI1 PML PRKAR1A PRKCD PRKDC RARA RASGRP1 RHOH RIN2 RNF125 RORC SLC37A4 SRP19 SRP54 STAT3 STAT4 STAT5B STK4 TBL1XR1 TCIRG1 TICAM1 TLR4 TLR8 UBAC2 WDR1 ZAP70 ZBTB16 HP_STOMATOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_STOMATOCYTOSIS ABCB6 ABCG8 EPB41 GATA1 GP1BA GYPC RHAG RHCE RHD SLC2A1 SLC4A1 SPTA1 SPTB HP_STOOPED_POSTURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_STOOPED_POSTURE ATP13A2 COL12A1 MECP2 POLG SLC18A2 SYNJ1 TK2 TMEM106B WARS2 HP_STREAK_OVARY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_STREAK_OVARY BMP15 BNC1 CLPP DCAF17 DHH DHX37 DMRT3 ERAL1 FIGLA FOXL2 FSHR GATA4 HARS2 MAP3K1 MRPS22 MSH4 NOBOX NR0B1 NR5A1 NUP107 PAX6 POLR3H PPP1R12A PSMC3IP SETBP1 SOX9 SPIDR SRY STAG3 TP63 VAMP7 WT1 WWOX ZFPM2 ZSWIM7 HP_STRIAE_DISTENSAE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_STRIAE_DISTENSAE ABCC6 AIP ARMC5 ATRX BGN BRAF CDH23 CDKN2A COL1A1 COL5A1 COL5A2 COPB1 CTNNB1 CUL4B DLG4 ENPP1 FBN1 GNAS IPO8 LOX NR3C1 PDE11A PRKAR1A SMAD2 SMAD3 SPEN TERT TGFB2 TGFBR1 TGFBR2 TNXB TP53 USP48 USP8 ZNRF3 HP_STRIDOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_STRIDOR AGRN AGTPBP1 CACNA1C CHAT COL13A1 COQ2 CTSK D2HGDH DST EXOSC3 EXOSC8 EXOSC9 FLNA GBA1 GNB1 GNPTAB GTPBP3 IGHMBP2 JAG1 KIF22 LAMA3 LAMB3 LAMC2 LYRM4 MAP3K7 MID1 MIR140 MYO9A NFASC NFIX PAX8 PLP1 SCARF2 SCN4A SCO2 SERPING1 SLC18A2 SLC18A3 SLC25A1 SLC25A46 SLC52A3 SLC5A7 SNAP25 SOX9 SYT2 TRPV4 TSPYL1 VAMP1 VPS33A VRK1 HP_STROKE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_STROKE ABCC6 ACAD9 ACTA2 ACTB ACTC1 ACTG1 ACVRL1 ADA2 ADAMTS13 AGXT ALOX5AP AMACR ANGPTL6 APP ASS1 ATRX B3GALT6 BAZ1B BCL7B BRAF BRCC3 BUD23 CALR CBS CCM2 CCND1 CDH23 CHMP2B CITED2 CLIP2 COL3A1 COL4A1 COLGALT1 CPS1 CST3 DNAJC30 DPAGT1 DPM3 DYRK1B EIF4H ELN ENG ENPP1 ERCC6 ERCC8 F2 F5 FBN1 FHOD3 FKBP6 FLNA FLNC FOXE3 GATA4 GATA6 GDF2 GLA GNAQ GNB2 GRN GTF2I GTF2IRD1 GTF2IRD2 GUCY1A1 GYS1 HBB HEY2 HSD11B2 HTRA1 JAG1 JAK2 KIF20A KRAS LIG3 LIMK1 LMNA LOX LRPPRC MAPT MAT2A MECP2 METTL27 MFAP5 MLXIPL MMACHC MMUT MPL MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TC MT-TF MT-TH MT-TK MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTHFR MYBPC3 MYD88 MYH11 MYH6 MYLK MYPN NAGA NAGS NCF1 NDUFA8 NF1 NKX2-5 NOS3 NOTCH3 NPPA NR3C1 OTC PCNT PDE11A PIGA PIK3C2A PLIN1 PMM2 PNP PRKAR1A PRKCH PRKG1 PRNP PSEN1 RFC2 RFT1 RNF213 SCN5A SH2B3 SLC19A2 SLC2A10 SMAD2 SMAD3 SMAD4 SMARCAL1 SNAP29 SNORD118 SON STIM1 STX1A TANGO2 TBL2 TBX20 TET2 TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 THPO THSD1 THSD4 TLL1 TMEM106B TMEM270 TNNI3 TNNT2 TNXB TP53 TPP2 TREM2 TREX1 TRPV6 TTR USP48 USP8 VCP VHL VPS37D WFS1 XYLT1 XYLT2 ZAP70 ZMPSTE24 HP_STROKE_LIKE_EPISODE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_STROKE_LIKE_EPISODE AMACR DPAGT1 DPM3 HTRA1 LIG3 LRPPRC MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TC MT-TF MT-TH MT-TK MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW NDUFA8 PMM2 PRNP RFT1 STIM1 TTR WFS1 HP_STUTTERING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_STUTTERING AP4E1 CHD3 HEXB KANSL1 LAS1L MAPT MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW NEXMIF NSD1 SCYL1 TDO2 HP_ST_SEGMENT_DEPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ST_SEGMENT_DEPRESSION ACTC1 CITED2 CLCNKB GATA4 GATA6 MYH6 NKX2-5 PRKAG2 RYR1 SLC12A3 TBX20 TLL1 TNNC1 HP_ST_SEGMENT_ELEVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ST_SEGMENT_ELEVATION ABCC9 AKAP9 CACNA1C CACNA2D1 CACNB2 GPD1L GYG1 HCN4 KCND3 KCNE3 KCNE5 KCNJ8 PKP2 POLG PRKAG2 RANGRF SCN10A SCN1B SCN2B SCN3B SCN5A SCNN1A SEMA3A SLMAP TRPM4 HP_SUBACUTE_PROGRESSIVE_VIRAL_HEPATITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SUBACUTE_PROGRESSIVE_VIRAL_HEPATITIS APC AXIN1 CASP8 CTNNB1 IGF2R MET PDGFRL PIK3CA TP53 HP_SUBARACHNOID_HEMORRHAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SUBARACHNOID_HEMORRHAGE ACTA2 ACVRL1 ANGPTL6 APP CD109 COL3A1 DOCK8 ELN ENG F10 FBN1 FOXE3 GAA GDF2 GP1BA GP1BB HEY2 ITGA2 ITGA2B ITGB3 LOX MAT2A MFAP5 MYH11 MYLK PRKG1 RASA1 SMAD2 SMAD3 SMAD4 STIM1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 THSD1 THSD4 HP_SUBCAPSULAR_CATARACT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SUBCAPSULAR_CATARACT ABHD12 ABHD5 ADAMTS18 ALMS1 ARL2BP ARL3 CFAP410 CHMP4B CNBP CYP1B1 EYS FOXC1 FOXE3 FZD4 GJA8 IDH3B IMPDH1 IMPG2 LCA5 LRAT LRP5 NF2 NR2E3 OAT OFD1 OPA3 PAX6 PDE6A PITX2 POLR3GL PRPF6 PRPF8 RBP3 REEP6 RPE65 SCAPER SPATA7 SPRTN TONSL TULP1 UNC45B WT1 XYLT2 ZNF408 HP_SUBCORTICAL_BAND_HETEROTOPIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SUBCORTICAL_BAND_HETEROTOPIA CEP85L DCHS1 EML1 FAT4 KIF2A LAMB1 PAFAH1B1 TUBB TUBG1 TUBGCP2 HP_SUBCORTICAL_CEREBRAL_ATROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SUBCORTICAL_CEREBRAL_ATROPHY ACTB ACTG1 ADGRV1 ALG3 CDH23 CIB2 COG7 EHMT1 ESPN FGFR1 GCDH HNF1B KRAS LHX1 MAN2B1 MBTPS2 MYO5A MYO7A PANK2 PCDH15 PDZD7 POGZ SHPK TCTN3 USH1C USH1G USH2A WHRN HP_SUBCORTICAL_HETEROTOPIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SUBCORTICAL_HETEROTOPIA CEP85L COL4A2 CRPPA DCHS1 EML1 FAT4 KIF2A LAMB1 PAFAH1B1 TUBB TUBG1 TUBGCP2 HP_SUBCORTICAL_WHITE_MATTER_CALCIFICATIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SUBCORTICAL_WHITE_MATTER_CALCIFICATIONS ERCC1 ERCC6 ERCC8 KARS1 SNORD118 HP_SUBCUTANEOUS_HEMORRHAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SUBCUTANEOUS_HEMORRHAGE ABCC6 ACP5 ACTA2 ACVRL1 ADA2 ADAMTS2 AEBP1 AIP ANKRD26 APOE ARL6IP6 ARMC5 ARVCF ATP7A ATP7B ATRX B3GALT6 BCOR BGN BLOC1S3 BLOC1S5 BRAF C1R C1S C2 C4A CALR CASP10 CBS CD109 CD19 CD81 CDH23 CFH CFHR1 CFHR3 CHST14 CLCN7 COG8 COL1A1 COL1A2 COL3A1 COL5A1 COL5A2 COMT CR2 CREB3L1 CTLA4 DCLRE1B DPP9 DSE DTNBP1 ELN EMILIN1 ENG ENPP1 EPHB2 ETHE1 ETV6 F10 F13A1 F13B F2 F5 F7 F8 FANCA FANCC FANCD2 FANCE FAS FASLG FBN1 FCGR2C FERMT3 FGA FGB FGG FIP1L1 FKBP10 FKBP14 FLNA FOXE3 FUCA1 FYB1 GATA1 GATA2 GBA1 GDF2 GFI1B GGCX GIMAP5 GNA11 GNA14 GNAS GP1BA GP1BB GP6 GP9 GSN HBA1 HBA2 HCK HEY2 HIRA HLA-DPA1 HLA-DPB1 HOXA11 HPS1 HPS3 HPS4 HPS5 HPS6 ICOS IFNG IPO8 IRF2BP2 ITGA2 ITGA2B ITGB3 JAK2 JAM2 JMJD1C KRAS LCP2 LMAN1 LOX LYST MAP2K1 MAPK1 MAT2A MCFD2 MFAP5 MPL MS4A1 MTAP MVK MYD88 MYH11 MYH9 MYLK MYORG NABP1 NAGA NBEAL2 NEU1 NFIX NFKB1 NFKB2 NLRP3 NPM1 NR3C1 NTRK1 NUMA1 OCLN ORAI1 P2RY12 PDE11A PDGFB PDGFRB PEPD PLAU PLEC PLOD1 PLOD3 PML PRDM5 PRF1 PRKACA PRKACG PRKAR1A PRKCD PRKG1 PROC PROS1 PRTN3 PTEN PTPN11 PTPN22 PYCR1 RAB27A RARA RASGRP1 RASGRP2 RIN2 RREB1 RUNX1 SAMD9 SBDS SCARB2 SEC24C SERPINE1 SERPINF2 SH2B3 SIK3 SLC20A2 SLC2A10 SLC35A1 SLC37A4 SLC39A13 SLC51A SLFN14 SMAD2 SMAD3 SMAD4 SNX10 SOS1 SPRED2 STAT3 STAT5B STIM1 STX11 STXBP2 TBL1XR1 TBX1 TBXA2R TCIRG1 TERC TERT TET2 TFR2 TGFB2 TGFB3 TGFBR1 TGFBR2 THSD4 TNFRSF13B TNFRSF13C TNFRSF1A TNFSF11 TNFSF12 TNXB TP53 TREX1 UFD1 UNC13D USP18 USP48 USP8 VWF WAS WIPF1 XPR1 ZBTB16 ZNF469 HP_SUBCUTANEOUS_LIPOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SUBCUTANEOUS_LIPOMA AKT1 BMPR1A CDKN1B FGFR1 MEN1 PIK3CA PTEN HP_SUBCUTANEOUS_NODULE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SUBCUTANEOUS_NODULE ABCC6 ACVR1 AKT1 ANTXR2 APC APOE ASAH1 B2M BRAF BTNL2 C4A CCR1 CDK4 COL1A1 COL3A1 COL5A1 COL5A2 COL7A1 CTNNB1 CYLD DACT1 DDIT3 ECM1 ENPP1 ERAP1 FAS FBN1 FERMT3 FGFR1 FGFR2 FUS GLA GLS GNAS HLA-B HLA-DRB1 HMGA2 IARS2 IDH1 IDH2 IFNG IFNGR1 IL10 IL12A IL12A-AS1 IL12B IL23R INSR KIF11 KLLN KLRC4 KRAS LEMD3 LSS MC1R MDM2 MEFV MLX MMP14 MMP2 MYSM1 NAGA NOTCH3 NRAS OCRL PDGFB PDGFRB PIK3CA POMP PORCN PTEN PTH1R PTPN11 RAF1 SALL1 SDHB SDHC SDHD SEC23B STAT4 TEK TLR4 TNFRSF11A TNFRSF11B TSC1 TSC2 UBAC2 USF3 HP_SUBDURAL_HEMORRHAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SUBDURAL_HEMORRHAGE ACTA1 BICD2 DNM2 ERCC6 ERCC8 F8 FGA FGB FGG GCDH ITGA2B MMACHC RBM10 STT3A HP_SUBEPENDYMAL_CYSTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SUBEPENDYMAL_CYSTS D2HGDH GLUL PDHX PEX1 PLCH1 TUBGCP2 TXN2 HP_SUBGLOTTIC_STENOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SUBGLOTTIC_STENOSIS AFF4 CENPE EFL1 FLNA FRAS1 FREM2 GRIP1 LTBP3 MAP3K7 NIN ROBO1 SF3B4 SMAD2 SNIP1 TBX3 TONSL HP_SUBMUCOUS_CLEFT_HARD_PALATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SUBMUCOUS_CLEFT_HARD_PALATE AMER1 AMMECR1 B3GALNT2 B4GAT1 BCOR BICRA BRAF CARS1 CDC45 CDC6 CDH11 CDT1 COL2A1 COL4A1 CRPPA CUL3 DAG1 DGCR2 DGCR6 DGCR8 DHCR24 ESS2 FKRP FKTN FOXP2 GDF11 GMNN GNPAT HAAO HS2ST1 HYAL1 HYLS1 KAT5 KAT6B KIF7 KRAS LARGE1 LIG4 LMNA MAP2K1 MAP2K2 NSUN2 ORC1 ORC4 ORC6 PIEZO2 POMGNT1 POMGNT2 POMK POMT1 POMT2 PPP2R5D PRKAR1B PRR12 PTDSS1 RAD21 RNU4ATAC RPS23 RXYLT1 SET SIAH1 SIX3 SMAD4 SMCHD1 SON SOX6 SOX9 STAG2 TBX1 TCTN3 WBP11 ZEB2 ZMPSTE24 HP_SUBMUCOUS_CLEFT_SOFT_PALATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SUBMUCOUS_CLEFT_SOFT_PALATE GRHL3 IPO8 KCNK9 NEK1 NONO POLR3A SON STAC3 TP63 UBB HP_SUBRETINAL_DEPOSITS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SUBRETINAL_DEPOSITS C1QTNF5 CSPP1 CYP4V2 KIAA0586 TIMP3 HP_SUBRETINAL_FLUID https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SUBRETINAL_FLUID BEST1 CFH CFI CTNNB1 EFEMP1 FZD4 LRP5 NDP TSPAN12 ZNF408 HP_SUBSARCOLEMMAL_ACCUMULATIONS_OF_ABNORMALLY_SHAPED_MITOCHONDRIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SUBSARCOLEMMAL_ACCUMULATIONS_OF_ABNORMALLY_SHAPED_MITOCHONDRIA ISCU PNPT1 POLG SLC25A4 TWNK TYMP HP_SUBSTANTIA_NIGRA_GLIOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SUBSTANTIA_NIGRA_GLIOSIS ADH1C ATXN2 ATXN3 ATXN8OS FBXO7 GBA1 GLUD2 LRRK2 MAPT MT-TT NR4A2 PRKN SNCA SNCAIP TBP HP_SUBUNGUAL_HYPERKERATOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SUBUNGUAL_HYPERKERATOSIS CARD14 JUP KDF1 KRT14 KRT17 MBTPS2 TRPV3 HP_SUBVALVULAR_AORTIC_STENOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SUBVALVULAR_AORTIC_STENOSIS ADAMTS19 BUB1 BUB1B BUB3 CAV3 CEP57 FGFR1 FOCAD GNB2 HDAC4 IFIH1 MYH6 MYH7 MYLK2 NKX2-5 PIGL PTPN11 SYT2 TAB2 TRIP13 WDPCP ZIC3 HP_SUDDEN_DEATH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SUDDEN_DEATH ABCA12 ABCC6 ABCG5 ABCG8 ACAD9 ACADVL AGK AKAP9 AKT1 ALG10B ANK2 APOB BAZ1B BCL7B BUD23 CACNA1C CACNA2D1 CALM1 CALM2 CALM3 CASQ2 CAV3 CLCF1 CLIP2 CPLX1 CPT1A CRLF1 CSRP3 DES DNAJC19 DNAJC30 DPP6 DSC2 DSG2 DSP DTNA EIF4H ELN EMD ENPP1 EYA4 FHL1 FHOD3 FIG4 FKBP6 FLNC GNAI2 GNB2 GPD1L GTF2I GTF2IRD1 GTF2IRD2 GUF1 HADHA HCN4 HLA-B HLA-DRB1 HRAS IKZF1 JUP KCNE1 KCNE2 KCNH2 KCNJ2 KCNJ5 KCNQ1 KLHL24 LDB3 LDLR LDLRAP1 LEMD2 LIMK1 LMNA LRP6 METTL27 MLXIPL MYBPC3 MYH6 MYH7 MYL2 MYL3 MYLK MYLK2 MYOZ2 NCF1 NOS1AP NUP155 P4HA2 PCSK9 PGM1 PKP2 PPA2 PRKAG2 PTEN PTPN22 RBM20 RFC2 RYR2 SCN10A SCN1A SCN4B SCN5A SCN8A SGCD SHQ1 SLC4A3 SMAD3 SNTA1 SOST STX1A SYNE1 SYNE2 TAB2 TBC1D24 TBL2 TBX5 TECRL TGFB3 TMEM270 TMEM43 TNNC1 TNNI3 TNNT2 TPM1 TRDN TSPYL1 TTN UBR7 VPS37D WAS WIPF1 HP_SUDDEN_EPISODIC_APNEA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SUDDEN_EPISODIC_APNEA AGRN CDKL5 CHAT CHRNE COL13A1 FARS2 GABBR2 MECP2 MYO9A NTNG1 SLC18A3 SLC25A1 SLC25A20 SLC39A8 SLC5A7 SMC1A SNAP25 SYT2 VAMP1 HP_SUDDEN_LOSS_OF_VISUAL_ACUITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SUDDEN_LOSS_OF_VISUAL_ACUITY AIP BRAF CDH23 CTNNB1 MEN1 HP_SUDDEN_UNEXPECTED_DEATH_IN_EPILEPSY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SUDDEN_UNEXPECTED_DEATH_IN_EPILEPSY CPLX1 FIG4 GUF1 SCN1A SCN8A SHQ1 TBC1D24 UBR7 HP_SUICIDAL_IDEATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SUICIDAL_IDEATION ATRX BRAF CABP4 CDH23 CEP85L CHRNA2 CHRNA4 CHRNB2 CRH CYP27A1 DCDC2 DCTN1 DEPDC5 FIG4 HTT KCNT1 NR3C1 SLC2A3 SPTBN1 TMEM67 TP53 USP48 USP8 HP_SUNKEN_CHEEKS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SUNKEN_CHEEKS AEBP1 CAV1 LRP1 NGLY1 PSMC3 TUBB4A HP_SUPERNUMERARY_BONES_OF_THE_AXIAL_SKELETON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SUPERNUMERARY_BONES_OF_THE_AXIAL_SKELETON ACTB AFF3 ANK1 ANKRD11 DHODH GATA6 GDF11 GPC3 GPC4 IFT57 IKBKG MAF MTX2 NIPBL PAX3 PDGFRB PTCH1 PUF60 RBM8A RPS26 RUNX2 SF3B2 SIX6 SKI SON SOX2 TBX6 HP_SUPERNUMERARY_CUSP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SUPERNUMERARY_CUSP CHSY1 CREBBP EP300 NEK1 NHS HP_SUPERNUMERARY_MAXILLARY_INCISOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SUPERNUMERARY_MAXILLARY_INCISOR IRF6 MSX1 NECTIN1 NHS TP63 HP_SUPERNUMERARY_NIPPLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SUPERNUMERARY_NIPPLE ACTB ARHGAP31 ASXL1 ASXL3 CDH2 CHAMP1 CKAP2L COLEC10 COLEC11 CSPP1 DDX6 DHODH GDF11 GPC3 GPC4 H4C9 HDAC4 HNRNPK HS2ST1 IKBKG JARID2 KDM1A KDM5B KIAA0586 KRAS MASP1 MDH2 MEGF8 NONO PGAP2 PGAP3 PIGL PIGO PIGV PIGW PIGY PNPLA6 PORCN PPP2R5D RNF216 STAG1 TCF4 TFAP2A TFAP2B TMCO1 TNRC6B TP63 TRRAP UBA2 WDR19 ZEB2 ZMYND11 HP_SUPERNUMERARY_SPLEENS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SUPERNUMERARY_SPLEENS ACVR2B ATP6AP1 B9D1 B9D2 CC2D2A CCDC103 CCDC39 CCDC40 CCDC65 CCNO CDON CENPF CEP290 CFAP221 CFAP298 CFAP300 CFAP45 CFAP74 CFC1 CPLX1 CREBBP CSPP1 CTBP1 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAL1 DRC1 EP300 ESCO2 EXOC2 FGFRL1 FOXJ1 GAS2L2 GAS8 GDF1 GPC3 GPC4 HYDIN HYLS1 LETM1 LRRC56 LTBP4 MCIDAS MEGF8 MKS1 MMP21 MYCN MYRF NEK10 NME5 NME8 NPHP3 NSD2 ODAD1 ODAD2 ODAD3 ODAD4 OFD1 PPP2R3C PRIM1 RAB23 RFWD3 RPGR RPGRIP1 RPGRIP1L RSPH1 RSPH3 RSPH4A RSPH9 SPAG1 SPEF2 STK36 TCTN1 TCTN2 TCTN3 TMEM107 TMEM216 TMEM231 TMEM237 TMEM67 TTC12 TXNDC15 WDR35 WT1 YARS1 ZIC3 ZMYND10 HP_SUPERNUMERARY_TOOTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SUPERNUMERARY_TOOTH ACSL4 ADAMTS3 AMMECR1 APC ATP6V1B2 BCOR C2CD3 CAMTA1 CBFB CCBE1 CDH11 CREBBP DDX59 DHCR7 DVL1 DVL3 DYNC2LI1 DYRK1A EP300 EXT1 FAT4 FGF3 FZD2 HSPG2 IL11RA IL6ST IRF6 KCNE5 KCNH1 KCNMA1 KCNN3 KRT14 MSX1 MSX2 NECTIN1 NHS NXN OFD1 PIGL POU4F1 PUF60 RAD21 RECQL4 ROR2 RPS23 RUNX2 SLC37A4 TCF12 TP63 TRPS1 WNT5A HP_SUPERNUMERARY_VERTEBRAE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SUPERNUMERARY_VERTEBRAE DHODH GDF11 GPC3 GPC4 PAX3 HP_SUPRANUCLEAR_GAZE_PALSY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SUPRANUCLEAR_GAZE_PALSY AASS ACOX2 ADD3 AGTPBP1 ALDH4A1 ALS2 ATP13A2 ATXN1 C9orf72 CCDC88C CHCHD10 DCC DCTN1 DLAT EIF2AK2 ELOVL4 FA2H FTL FUS GBA1 HLA-DQB1 HOXA1 KCNC3 MAPT MTFMT NAXE NEK9 NOP56 NPC1 NPC2 PIGT PLA2G6 PLP1 POLG POLR3A POLR3B PRNP PSAP ROBO3 SIGMAR1 SPG11 SPG7 SPTLC1 SQSTM1 SYNJ1 TANGO2 TARDBP TBK1 TWNK UBAP1 VAMP1 VCP VPS13A HP_SUPRANUCLEAR_OPHTHALMOPLEGIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SUPRANUCLEAR_OPHTHALMOPLEGIA ATXN1 ATXN2 ATXN3 ATXN7 GBA1 HP_SUPRAVALVULAR_AORTIC_STENOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SUPRAVALVULAR_AORTIC_STENOSIS ABCG5 ABCG8 APOB BAZ1B BCL7B BUD23 CLIP2 DNAJC30 DOCK7 EFEMP2 EIF4H ELN FBLN5 FKBP6 GTF2I GTF2IRD1 GTF2IRD2 LDLR LDLRAP1 LIMK1 LTBP1 METTL27 MLXIPL NCF1 PCSK9 RFC2 RRAS2 STX1A TBL2 TMEM270 VPS37D HP_SUPRAVENTRICULAR_ARRHYTHMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SUPRAVENTRICULAR_ARRHYTHMIA ABCC9 ACTC1 ACTN2 AKAP9 ANK2 APRT BMP2 CACNA1C CACNA1S CACNA2D1 CACNB2 CASQ2 CAVIN1 CDH23 CITED2 CIZ1 CLIC2 COL4A1 COX7B CSRP3 DBH DES DMPK DNMT3A DTNA EMD FHL1 FHOD3 FLAD1 FLNC GATA4 GATA5 GATA6 GATAD1 GJA5 GNB2 GPD1L HCCS HCN4 JPH2 KCNA5 KCND3 KCNE1 KCNE2 KCNE3 KCNE5 KCNH2 KCNJ2 KCNJ3 KCNJ5 KCNJ8 KCNK3 KCNQ1 KCTD1 KIF20A LAMP2 LMNA LMOD2 LRP12 MFAP5 MT-ATP6 MT-CYB MYH6 MYH7 MYL2 MYL4 MYOZ2 MYPN NAA10 NDUFB11 NEXN NKX2-5 NKX2-6 NODAL NPPA NUP155 PITX2 PKP2 PLN POLG POLG2 PRKAG2 PSEN2 RANGRF RRM2B RYR1 RYR2 SCN10A SCN1B SCN2B SCN3B SCN4B SCN5A SCNN1A SEMA3A SGO1 SLC19A2 SLC25A4 SLC4A3 SLMAP SMAD3 SPRED1 SYNE1 SYNE2 TAB2 TBX20 TBX5 TLL1 TMEM43 TNNC1 TNNI3 TNNI3K TNNT2 TPM1 TRDN TRPM4 TTN TTR TWNK XK HP_SUPRAVENTRICULAR_TACHYCARDIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SUPRAVENTRICULAR_TACHYCARDIA ABCC9 ACTC1 ACTN2 AKAP9 BMP2 CACNA1C CACNA1S CACNA2D1 CACNB2 CITED2 COX7B DNMT3A FLAD1 GATA4 GATA6 GPD1L HCCS HCN4 KCND3 KCNE3 KCNE5 KCNJ8 KCTD1 LMNA MT-CYB MYH6 MYL2 NAA10 NDUFB11 NKX2-5 NUP155 PKP2 RANGRF RYR1 SCN10A SCN1B SCN2B SCN3B SCN5A SCNN1A SEMA3A SLC19A2 SLMAP SPRED1 TBX20 TLL1 TNNI3K TRPM4 TTN HP_SUTURAL_CATARACT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SUTURAL_CATARACT ACADS CRYBA1 CRYBB2 CRYGS GJA5 GJA8 NHS SEC23A HP_SWAN_NECK_LIKE_DEFORMITIES_OF_THE_FINGERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SWAN_NECK_LIKE_DEFORMITIES_OF_THE_FINGERS CD244 CIITA IL10 NFKBIL1 PCDHGC4 PEX5 PTPN22 SACS SLC22A4 HP_SWOLLEN_LIP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SWOLLEN_LIP ANGPT1 HS3ST6 KNG1 MYOF PHGDH PLG XPNPEP2 HP_SYMPHALANGISM_AFFECTING_THE_PHALANGES_OF_THE_HAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SYMPHALANGISM_AFFECTING_THE_PHALANGES_OF_THE_HAND BHLHA9 BMPR1B CHRNG CHSY1 FGF9 FGFR2 GDF5 HOXD13 IHH MYH3 MYH8 NOG NONO PQBP1 PTDSS1 ROR2 SLC26A2 TFAP2B HP_SYMPHALANGISM_OF_MIDDLE_PHALANX_OF_FINGER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SYMPHALANGISM_OF_MIDDLE_PHALANX_OF_FINGER BHLHA9 GDF5 NOG NONO PQBP1 ROR2 TFAP2B HP_SYMPHALANGISM_OF_THE_5TH_FINGER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SYMPHALANGISM_OF_THE_5TH_FINGER BHLHA9 GDF5 NOG ROR2 TFAP2B HP_SYMPTOMATIC_SEIZURES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SYMPTOMATIC_SEIZURES ABCC8 AKT2 CYP27B1 CYP2R1 FAM111A GATA3 GCK GCM2 GLUD1 GNAS HADH HNF1A INSR KCNJ11 MC2R MRAP NNT PCSK1 POGZ POMC PROP1 PTH SLC16A1 SLC25A36 SLC37A4 STAR STX16 TANGO2 TBCE TBX19 TNFRSF11A TXNRD2 UCP2 VDR HP_SYNCOPE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SYNCOPE ABCC8 ABCC9 ACTC1 AKAP9 AKT1 ALG10B ANK2 ASXL1 ATP13A3 BAP1 BVES CACNA1C CACNA1D CACNA2D1 CACNB2 CALM1 CALM2 CALM3 CASQ2 CAV3 CITED2 CLCNKB COQ2 CTSH DBH DSC2 DSP FLNC GATA4 GATA5 GATA6 GJA5 GNB2 GPD1L HCN4 HCRT HLA-DQB1 HLA-DRB1 HNF1A JAK2 JUP KCNA5 KCND3 KCNE1 KCNE2 KCNE3 KCNE5 KCNH2 KCNJ11 KCNJ2 KCNJ3 KCNJ5 KCNJ8 KCNQ1 KIF20A KIT LAMP2 LMNA MGAT2 MOG MPL MYBPC3 MYH6 MYL4 MYOZ2 MYPN NF2 NKX2-5 NKX2-6 NOS1AP NOTCH2NLC NPPA NTRK1 NUP155 P2RY11 PDGFB PIK3CA PITX2 PKP2 PRKAG2 PSEN1 PSEN2 RANGRF RNF125 RYR2 SCN10A SCN1B SCN2B SCN3B SCN4B SCN5A SCNN1A SEMA3A SLC12A3 SLC4A3 SLC6A5 SLMAP SMARCB1 SMARCE1 SMO SNTA1 SRSF2 SUFU TBX20 TBX5 TECRL TERT TET2 THPO TLL1 TNFSF4 TNNC1 TNNI3 TNNT2 TRAF7 TRDN TRPM4 TTN UCP2 ZNF365 HP_SYNDACTYLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SYNDACTYLY ABCC9 ADAMTS3 ADNP AKT1 ALDH1A2 ANKRD11 AP1G1 AP2M1 APC APC2 ARCN1 ARHGAP31 ARL6 ARL6IP6 ASXL1 ATP6V1B2 ATP9A B3GLCT BAP1 BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BCOR BCR BHLHA9 BICRA BLM BLTP1 BMP2 BMP4 BMPR1B BMS1 BRCA1 BRCA2 BRD4 BRIP1 BTRC CACNA1C CACNA1G CAMTA1 CCBE1 CCDC22 CCDC28B CCND2 CCNQ CD96 CDAN1 CDC45 CDH1 CDH11 CDH3 CDIN1 CDKN1C CEP120 CEP19 CEP290 CEP55 CERT1 CFAP418 CHD2 CHRNG CHSY1 CHUK CILK1 CKAP2L CLCF1 CNOT2 CNTNAP1 CPLANE1 CREBBP CRIPT CRKL CSGALNACT1 CTCF CTNND1 CTNND2 CUL4B DACT1 DCHS1 DDX11 DDX6 DEAF1 DHCR7 DHODH DLL3 DLL4 DLX5 DLX6 DOCK6 DPYSL5 DSP DVL1 DVL3 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYRK1A EBP EED EFNB1 EN1 EOGT EP300 EPS15L1 ERCC4 ESCO2 EZH2 FAM149B1 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAT4 FBLN1 FBXW11 FBXW4 FDFT1 FERMT1 FGD1 FGF10 FGF16 FGF9 FGFR1 FGFR2 FGFR3 FIG4 FLI1 FLII FLNA FLNB FRAS1 FREM2 FZD2 GABRA3 GDF5 GJA1 GLI3 GNA11 GNE GPC3 GPC4 GRB10 GRIP1 H3-3A H4C9 HDAC4 HDAC8 HEPHL1 HERC2 HES7 HMGA2 HOXA11 HOXD13 IFT122 IFT140 IFT172 IFT27 IFT43 IFT52 IFT74 IFT80 IFT81 IGF2 IKBKG IL11RA IQCE IQSEC2 IRF6 IRX5 ITGB4 JARID2 JUP KAT6A KCNJ2 KCNJ5 KCNJ8 KCTD1 KDM6B KIAA0753 KIF7 KIFBP KMT2A KMT2B LAMA3 LAMB3 LAMC2 LEMD3 LFNG LIG4 LMBR1 LMNA LRP4 LTBP1 LZTFL1 MAB21L2 MAD2L2 MAGEL2 MAN1B1 MAP3K20 MAPK1 MAPKAPK5 MAPRE2 MARS2 MCTP2 MECOM MECP2 MED12 MED13L MED25 MEF2C MEGF8 MEIS2 MESP2 MIR17HG MKKS MKRN3 MKS1 MRPS28 MTRR MYCN MYH3 MYH8 MYRF NAA10 NARS1 NBAS NBN NECTIN1 NECTIN4 NEDD4L NEK1 NEK9 NEXMIF NIPBL NOG NOTCH1 NPAP1 NPHP1 NSD1 NSDHL NSUN2 NXN OFD1 ORC1 OTUD6B PALB2 PAX3 PDE6D PHF21A PHGDH PHIP PIBF1 PIEZO2 PIGY PIK3CA PITX1 PLAG1 PLEC PLXND1 PNPLA6 POLR3A POLR3GL PORCN PPP1R12A PPP2R3C PRKD1 PSAT1 PSMD12 PTDSS1 PTEN PUF60 PWAR1 PWRN1 RAB23 RAD21 RAD51 RAD51C RAI1 RALA RB1 RBBP8 RBM10 RBM8A RBPJ RERE REV3L RFWD3 RFX7 RHOA RIPK4 RIPPLY2 ROR2 RPL10 RTTN SALL1 SALL4 SATB1 SBF1 SC5D SCAPER SCARF2 SCLT1 SCN1A SCNM1 SDCCAG8 SEM1 SEMA5A SETBP1 SETD2 SETD5 SF3B4 SHANK3 SHH SHMT2 SIK3 SIN3A SLC12A2 SLC12A6 SLC25A24 SLC2A1 SLC39A8 SLC6A1 SLX4 SMAD2 SMAD4 SMARCAD1 SMC1A SMC3 SMO SMOC1 SNORD115-1 SNORD116-1 SOST SOX5 SPECC1L STAG1 SUZ12 SVBP SYNGAP1 SYT1 TBC1D24 TBCK TBR1 TBX15 TBX22 TBX5 TCTN3 TELO2 TFAP2B TGFBR2 TMEM216 TMEM231 TMEM53 TMEM94 TOPORS TP63 TRIM32 TRIO TRMT5 TRRAP TTC21B TTC26 TTC8 TTI2 TWIST1 TWIST2 TXNDC15 TXNL4A UBA2 UBE2A UBE2T UBE3A VAC14 VPS13B VPS35L WASHC5 WDPCP WDR19 WDR35 WLS WNT10B WNT5A WNT7A XRCC2 XYLT1 YY1AP1 ZEB2 ZMIZ1 ZNF699 ZSWIM6 HP_SYNOSTOSIS_INVOLVING_BONES_OF_THE_FEET https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SYNOSTOSIS_INVOLVING_BONES_OF_THE_FEET ATP7A BHLHA9 BMPR1B CHSY1 FBLN1 FGF9 FGFR1 FGFR2 FGFR3 FLNA FLNB GDF5 GDF6 GLI3 HOXD13 LMBR1 MAP3K20 MAP3K7 MKKS MYH3 NALCN NOG OFD1 POR RNU12 SALL1 SLC26A2 SMOC1 TBX4 TNNI2 TNNT3 TPM2 HP_SYNOSTOSIS_INVOLVING_BONES_OF_THE_HAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SYNOSTOSIS_INVOLVING_BONES_OF_THE_HAND ANAPC1 APC ATP7A B3GALT6 BHLHA9 BMPR1B BPNT2 CHSY1 COL27A1 DYNC2LI1 EIF4A3 ESCO2 EVC EVC2 FBLN1 FGF16 FGF9 FGFR2 FGFR3 FLNA FLNB GDF5 GLI1 HOXA13 HOXD13 IHH LMBR1 LRP4 MACROH2A1 MAP3K7 MYH3 NOG NONO NXN PAX3 PITX1 POR PQBP1 PRKACA PRKACB PTDSS1 RBM8A RECQL4 ROR2 SALL4 SHH SMOC1 TCF12 TFAP2B TWIST1 ZIC1 HP_SYNOSTOSIS_INVOLVING_BONES_OF_THE_UPPER_LIMBS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SYNOSTOSIS_INVOLVING_BONES_OF_THE_UPPER_LIMBS ANAPC1 APC ATP7A B3GALT6 B3GAT3 B4GALT7 BAZ1B BCL7B BCOR BHLHA9 BICRA BMPR1B BPNT2 BRD4 BUD23 CANT1 CBL CHST3 CHSY1 CLIP2 COL27A1 COLEC10 COLEC11 CPLX1 CSGALNACT1 CTBP1 CYP26B1 DHODH DNAJC30 DONSON DYNC2LI1 EIF4A3 EIF4H ELN ESCO2 EVC EVC2 FBLN1 FGF16 FGF9 FGFR1 FGFR2 FGFR3 FGFRL1 FKBP6 FLNA FLNB GDF5 GLI1 GSC GTF2I GTF2IRD1 GTF2IRD2 HDAC8 HOXA11 HOXA13 HOXD13 IHH KAT6B KRAS LETM1 LIMK1 LMBR1 LRP4 LZTR1 MACROH2A1 MAF MAP3K7 MASP1 MECOM METTL27 MLXIPL MRAS MYH3 NCF1 NIPBL NOG NONO NRAS NSD2 NXN PAX3 PIEZO2 PITX1 POR PQBP1 PRKACA PRKACB PTDSS1 PTPN11 RAD21 RAF1 RASA2 RBM8A RECQL4 RFC2 RIT1 ROR2 RPL26 RRAS RRAS2 SALL4 SETBP1 SF3B4 SHH SMAD6 SMC1A SMC3 SMOC1 SOS1 SOS2 SPRED2 STX1A TBL2 TBX15 TBX22 TBX5 TCF12 TFAP2B TMEM270 TWIST1 VPS37D WNT7A XYLT1 ZIC1 HP_SYNOSTOSIS_INVOLVING_DIGITS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SYNOSTOSIS_INVOLVING_DIGITS ANAPC1 BHLHA9 BMPR1B CHSY1 GDF5 IHH MAP3K20 NOG NONO PCNT PQBP1 PTDSS1 RECQL4 ROR2 TFAP2B HP_SYNOSTOSIS_INVOLVING_THE_ELBOW https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SYNOSTOSIS_INVOLVING_THE_ELBOW CYP26B1 DONSON FGF9 FGFR1 FGFR2 GDF5 NOG POR PTDSS1 TBX15 WNT7A HP_SYNOSTOSIS_OF_CARPALS_TARSALS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SYNOSTOSIS_OF_CARPALS_TARSALS APC ATP7A B3GALT6 BHLHA9 BMPR1B BPNT2 CHSY1 COL27A1 DYNC2LI1 ESCO2 EVC EVC2 FBLN1 FGFR1 FGFR2 FGFR3 FLNA FLNB GDF5 GDF6 GLI1 GLI3 HOXA13 HOXD13 LMBR1 LRP4 MACROH2A1 MAP3K7 MKKS MYH3 NALCN NOG NXN OFD1 PAX3 PITX1 POR PRKACA PRKACB RBM8A RECQL4 RNU12 ROR2 SALL4 SHH SMOC1 TBX4 TNNI2 TNNT3 TPM2 HP_SYNOSTOSIS_OF_CARPAL_BONES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SYNOSTOSIS_OF_CARPAL_BONES APC BHLHA9 BMPR1B DYNC2LI1 ESCO2 EVC EVC2 FGFR2 FLNA GDF5 GLI1 HOXA13 LMBR1 LRP4 MACROH2A1 MAP3K7 NOG NXN PAX3 PITX1 PRKACA PRKACB ROR2 SALL4 SHH SMOC1 HP_SYNOSTOSIS_OF_JOINTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SYNOSTOSIS_OF_JOINTS ABCC6 ACVR1 AEBP1 AFF4 ANAPC1 ANKRD11 APC ASH1L ASXL2 ATP7A B3GALT6 B3GAT3 B4GALT7 BAZ1B BCL7B BCOR BHLHA9 BICRA BMPER BMPR1B BPNT2 BRD4 BRPF1 BUD23 CANT1 CBL CDH11 CHD4 CHN1 CHRNA1 CHRND CHRNG CHST3 CHSY1 CLIP2 COL27A1 COL2A1 COLEC10 COLEC11 CPLX1 CSGALNACT1 CTBP1 CYP26B1 DCC DHODH DKK1 DLL3 DNAJC30 DNAL4 DONSON DYNC2LI1 EIF4A3 EIF4H ELN ENPP1 ESCO2 EVC EVC2 FANCI FBLN1 FGD1 FGF16 FGF9 FGFR1 FGFR2 FGFR3 FGFRL1 FKBP6 FKRP FLNA FLNB FN1 FUZ GDF3 GDF5 GDF6 GLI1 GLI3 GPC3 GPC4 GSC GTF2I GTF2IRD1 GTF2IRD2 HDAC8 HES7 HGD HOXA11 HOXA13 HOXD13 IHH IL1RN KANSL1 KAT6B KRAS LETM1 LIMK1 LMBR1 LRP4 LZTR1 MACROH2A1 MAF MAFB MAP3K20 MAP3K7 MASP1 MECOM MEOX1 MESP2 METTL27 MKKS MLXIPL MRAS MYH3 MYO18B NADSYN1 NALCN NCF1 NIPBL NOG NONO NOTCH3 NRAS NSD2 NTN1 NXN OFD1 PAX3 PCNT PIEZO2 PITX1 POLR1D POR PQBP1 PRKACA PRKACB PTCH1 PTCH2 PTDSS1 PTH1R PTPN11 PUF60 RAD21 RAD51 RAF1 RASA2 RBM8A RECQL4 RFC2 RIPK4 RIT1 RNU12 ROR2 RPL26 RRAS RRAS2 SALL1 SALL4 SETBP1 SF3B2 SF3B4 SHH SIX6 SLC26A2 SMAD4 SMAD6 SMC1A SMC3 SMOC1 SOS1 SOS2 SOX2 SOX5 SPRED2 STX1A SUFU TBL2 TBX15 TBX22 TBX4 TBX5 TBX6 TCF12 TFAP2A TFAP2B TMCO1 TMEM270 TNNI2 TNNT3 TPM2 TWIST1 VANGL1 VPS37D WBP11 WNT7A XYLT1 ZIC1 ZIC3 HP_SYNOSTOSIS_OF_METACARPALS_METATARSALS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SYNOSTOSIS_OF_METACARPALS_METATARSALS BHLHA9 EIF4A3 FBLN1 FGF16 FGF9 FGFR3 GDF5 HOXD13 LRP4 MAP3K20 NOG NONO POR PQBP1 SALL1 SLC26A2 SMOC1 TCF12 TWIST1 ZIC1 HP_SYNOVIAL_LINING_HYPERPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SYNOVIAL_LINING_HYPERPLASIA ANKRD55 CD247 IL2RA IL2RB PRG4 PTPN2 PTPN22 STAT4 HP_SYRINGOMYELIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SYRINGOMYELIA ABCA1 ACY1 CCNQ CLP1 COG4 CREBBP CTNNB1 DDHD2 DDR2 DKK1 EP300 EXT1 EXT2 FBLN1 FOXF1 HMGA2 HNRNPK IL11RA KDM1A LEMD3 NFIA NOTCH2 NOTCH3 NRAS RAI1 RBM8A RUNX2 SETD2 SH2B1 SPARC TBX6 HP_SYSTEMIC_LUPUS_ERYTHEMATOSUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SYSTEMIC_LUPUS_ERYTHEMATOSUS ACP5 C1QA C1S C2 C3 C4A C8A CASP10 CFTR CTLA4 DDX41 DNASE1 DNASE1L3 FAS FASLG FCGR2A FCGR2B IGHG2 IGKC IRAK1 MASP2 PEPD PNP PRKCD PTPN22 RASGRP1 SAT1 SEMA6B SERPING1 SMPD1 SOCS1 SPP1 STAT4 TLR7 TPP2 TREX1 HP_SYSTOLIC_HEART_MURMUR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_SYSTOLIC_HEART_MURMUR ACTC1 ADAMTS19 CITED2 FOCAD GATA4 GATA6 MYH6 NKX2-5 TBX20 TLL1 TMEM260 TWIST1 HP_TACHYCARDIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TACHYCARDIA ABCA3 ABCC8 ABCC9 ACADVL ACTC1 ACTN2 AKAP9 AMN ASXL1 BAG5 BMP2 BTNL2 CACNA1C CACNA1S CACNA2D1 CACNB2 CALM1 CALM2 CALM3 CASQ2 CAVIN1 CDH2 CITED2 CNBP COX7B CPOX CPT2 CRYAB CSF2RA CSF2RB CSRP3 CTNNA3 CUBN DNMT3A DSG2 DSP DST ECE1 ELP1 FBP1 FLAD1 FMO3 GATA4 GATA6 GNAI2 GPD1L GYG1 HCCS HCN4 HLA-DRB1 HMBS HNF1A HNF4A JPH2 JUP KCND3 KCNE3 KCNE5 KCNJ11 KCNJ18 KCNJ2 KCNJ5 KCNJ8 KCTD1 KIT KYNU LAMP2 LMNA LMOD2 MAX MT-CYB MYH6 MYH7 MYL2 MYOZ2 MYRF NAA10 NAXD NDUFB11 NKX2-5 NKX2-6 NPPA NUP155 PGM1 PKP2 PLXND1 PPOX PRORP PYGM RANGRF RET RHAG RHCE RHD RYR1 RYR2 SCN10A SCN1B SCN2B SCN3B SCN5A SCN9A SCNN1A SDHB SDHC SDHD SEMA3A SFTPB SFTPC SLC12A3 SLC19A2 SLC25A20 SLMAP SPRED1 SRSF2 SRY TANGO2 TBX20 TECRL TET2 TLL1 TMEM127 TMEM43 TNNI3K TPM1 TRDN TRPM4 TSHR TTN UCP2 VHL VPS33A ZNF699 HP_TACHYPNEA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TACHYPNEA ABCA3 ABCD4 ACADVL ACAT1 ACTA2 AHI1 ARL13B ARL3 ARMC9 ARSL ATP5F1B B9D1 B9D2 BOLA3 BTD CA5A CACNA1S CASR CBY1 CC2D2A CDKL5 CEP104 CEP120 CEP290 CEP41 COA6 COPA CPLANE1 CSF2RA CSF2RB CSPP1 FAM149B1 FARSB FBP1 GABBR2 GET3 HLCS HMGCL HYLS1 IFT74 IGHMBP2 INPP5E KATNIP KIAA0586 KIAA0753 KIF7 LRPPRC LYRM7 MECP2 MKS1 MT-CYB NEK1 NHLRC2 NKX2-1 NKX2-6 NTNG1 OFD1 OXCT1 PAM16 PCCA PCCB PDE6D PIBF1 PLXND1 RHAG RHCE RHD RPGRIP1L RYR1 SFTPB SFTPC SLC25A15 SLC34A2 SMC1A STING1 SUFU TCTN1 TCTN2 TCTN3 TLL1 TMEM138 TMEM216 TMEM218 TMEM231 TMEM237 TMEM67 TOGARAM1 TOPORS UQCRC2 ZNF423 HP_TALIPES_CALCANEOVALGUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TALIPES_CALCANEOVALGUS ALDH18A1 ATRX CHRNG DHCR7 ELN ERMARD FBLN5 LMX1B NEFL PLA2G6 PMP22 SPECC1L VIPAS39 VPS33B HP_TALIPES_EQUINOVALGUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TALIPES_EQUINOVALGUS ABHD16A ATAD3A B3GAT3 B4GALT7 CHST3 CLTCL1 ESCO2 FLNB GDF5 LMX1B OTUD5 PTRH2 TNNT3 HP_TALIPES_EQUINOVARUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TALIPES_EQUINOVARUS ABHD16A ACTA1 ADAT3 ADGRG6 ALDH18A1 ALDH1A2 ALG12 ALG14 ALG3 ALG8 ALG9 AMER1 AMMECR1 ANK1 AP4B1 AP4E1 AP4M1 AP4S1 APC2 ARHGAP31 ARSI ARVCF ATAD1 ATP6V0A2 ATP6V1A ATP6V1E1 ATRX B3GALT6 B3GAT3 B4GALT7 B9D1 BAP1 BCOR BICD2 BIN1 BLTP1 BMPER BMPR1B BRPF1 C12orf57 CACNA1C CANT1 CC2D2A CCBE1 CCDC47 CCNQ CEP55 CHD7 CHMP1A CHN1 CHRM3 CHRNG CHST14 CHST3 CILK1 CLCN3 CNTNAP1 COASY COG1 COG4 COG8 COL12A1 COL1A1 COL1A2 COL2A1 COL3A1 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 COLQ COMT COQ8A CPLX1 CREBBP CRIPT CRLF1 CTBP1 CTDP1 CTH CTNNA2 CTU2 DCHS1 DES DHCR24 DHX16 DONSON DPYS DSE DST DYM DYNC2H1 EBP ECEL1 EDEM3 EED EEF1A2 EHMT1 EIF2S3 EIF4A3 ELN ENTPD1 EP300 ERBB2 ERCC5 ERGIC1 EVC EVC2 EZH2 FANCL FAT4 FBLN5 FBN2 FBXO7 FGD4 FGFRL1 FHL1 FIBP FKBP10 FKBP14 FKTN FLNA FLNB FOXG1 FUZ GAD1 GAN GCH1 GDAP1 GDF5 GLB1 GLDN GLE1 GLI3 GNPTAB GP1BB GPC3 GPC4 GPX4 GRIA2 GSC GTPBP2 GUSB GZF1 H1-4 HACD1 HACE1 HBA1 HBA2 HIRA HK1 HNRNPK HRAS HSD17B4 HSPB1 HSPG2 HYLS1 IFIH1 IGHMBP2 IHH IL6ST IMPDH2 IPO8 IRF6 ITGA7 ITGA8 JMJD1C JPH1 KAT6B KDM5C KIDINS220 KIF1A KMT5B KY L1CAM LAMA5 LAMB2 LETM1 LGI4 LIFR LIMS2 LMBRD1 LMX1B MAFB MAN2B1 MAN2C1 MAP3K20 MAP3K7 MAPK1 MCTP2 MED13L MEGF10 MEGF8 MET MFN2 MFSD2A MPZ MSX1 MTMR2 MTRFR MTTP MUSK MYBPC1 MYH3 MYH7 MYH8 MYL11 MYL2 MYMK MYMX MYO9A MYPN MYT1L NADSYN1 NALCN NDE1 NDRG1 NECTIN1 NEDD4L NEK8 NEK9 NELFA NKAP NKX3-2 NR4A2 NSD1 NSD2 NT5C2 ORC1 ORC6 OTUD5 OTUD6B PAICS PEX1 PEX2 PEX26 PEX5 PI4KA PIEZO2 PIGB PIGG PIGL PITX1 PLEKHG5 PLK4 PLOD1 PLOD2 PLOD3 PLXND1 PMP22 POLR3A POLR3GL POLRMT POR PPP3CA PRUNE1 PSAT1 PTRH2 RAB11B RAB23 RAB3GAP2 RAI1 RBM10 RBM8A RECQL4 REEP1 REV3L RINT1 RIPK4 ROBO1 RREB1 RSPO2 RUSC2 RYR1 RYR3 SALL4 SAMD9 SATB2 SBF2 SC5D SCARF2 SCYL1 SEC24C SEC31A SELENON SETBP1 SETD2 SF3B4 SH3PXD2B SH3TC2 SHROOM4 SKI SLC25A19 SLC26A2 SLC31A1 SLC35A2 SLC35D1 SLC6A9 SMAD3 SMARCA2 SMARCAL1 SMOC1 SMS SNCA SNIP1 SNRPN SNX14 SOX9 SPEG SPTBN1 STAC3 STXBP1 SUZ12 SYNE1 SYT1 TAF1 TAF8 TAFAZZIN TBC1D23 TBX1 TBX15 TBX4 TCTN2 TCTN3 TFE3 TGDS TGFB2 TGFB3 TGFBR1 TGFBR2 TH TMCO1 TMTC3 TNNI2 TNNT3 TOR1A TP63 TPM2 TPM3 TRAIP TRIM2 TRIP11 TRPM3 TRPV4 TSPOAP1 TTN TWIST1 TWIST2 UBE2A UFD1 UNC80 USP8 VANGL1 VPS33B VRK1 VWA1 WDR73 WNT7A YME1L1 ZC4H2 ZFYVE27 ZIC3 ZNF148 ZNF699 ZSWIM6 HP_TALIPES_VALGUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TALIPES_VALGUS ADGRV1 CARS1 CHMP1A DNMT3A EXT1 EXT2 GABRD GABRG2 HCN1 HNRNPH1 LIFR MAN2B1 NONO RAB3GAP2 SCN1A SCN1B SCN2A SCN9A STX1B HP_TALL_CHIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TALL_CHIN APC2 EIF2S3 MYH8 NSD1 OPHN1 SETD2 TLK2 HP_TALL_STATURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TALL_STATURE ABAT ACTA1 ACTA2 AGGF1 AGPAT2 AIP AKT1 APC2 AR ARHGEF9 ASXL3 ATP6V1A ATP6V1E1 BSCL2 C1R CAMK2A CAV1 CAVIN1 CBS CCND1 CDKN1A CDKN1B CDKN1C CDKN2B CDKN2C CHD8 CHST14 CIC CNOT1 COL1A2 COL2A1 COL6A1 COL6A2 COL6A3 CPLX1 CTBP1 CYP19A1 DICER1 DIS3L2 DLG4 DLK1 DNA2 DNMT3A DSE EED EFEMP2 EHMT1 ELN ESR1 EZH2 FAM20A FARSB FBLN5 FBN1 FBN2 FBXO11 FGF3 FGFR3 FIBP FKBP14 FOS FOXE3 GLI3 GPC3 GPC4 GPR101 GRIA3 H3-3B HECTD4 HERC1 HEY2 HNRNPK HPGD HRAS HSPG2 IGF2 IPO8 KANSL1 KBTBD13 KCNQ1 KCNQ1OT1 KIF7 KLHL41 KMT2C KRAS LARS2 LETM1 LHCGR LOX LRP4 MAN2B1 MAT2A MC2R MC4R MED12 MEG3 MEN1 MFAP5 MRAP MTM1 MYH11 MYLK MYPN NEB NELFA NF1 NFIX NKAP NNT NONO NPR2 NPR3 NRAS NSD1 NSD2 NSDHL PAFAH1B1 PDE11A PDGFRB PIGA PIGG PIGL PIK3CA PIK3R2 PLOD1 POLG POLR3A POR PPARG PRKAR1A PRKG1 PTCH1 PTEN PYROXD1 RERE RET RNF135 RTL1 SARS1 SETD2 SHANK3 SLC6A8 SMAD2 SMAD3 SMAD4 SMS SOST SRY STAR STRADA SUFU SUZ12 TCF20 TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 THSD4 TIMM50 TNNT1 TPM2 TPM3 TRIM32 TUBB4A TXNRD2 TYMP UPF3B WRN YWHAE ZDHHC9 ZNF469 HP_TAPERED_DISTAL_PHALANGES_OF_FINGER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TAPERED_DISTAL_PHALANGES_OF_FINGER CTSC DSP NALCN SPTBN1 UNC80 HP_TAPERED_FINGER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TAPERED_FINGER ACSL4 ADAMTSL1 ADNP AIP AMMECR1 ARX ASXL1 ATRX BCORL1 BRF1 CCDC88A CCNK CDC42 CDC42BPB CDKL5 CHD4 CHST14 CLP1 CNOT1 CNOT3 COL12A1 COPB1 CPT2 CRLF1 DDX6 DHX30 DLX5 DOCK3 DPH5 DPYSL5 DSE DYRK1A EBF3 ECE1 EHMT1 EIF2S3 EXOC6B EXOSC5 FBXO11 FIG4 GATA2 GATA4 GJA1 GJB3 GJB4 GNAI1 GNB1 GNB2 GPR101 H3-3A H3-3B H4C5 HDAC8 HEATR3 HECTD4 HIVEP2 HUWE1 IARS2 INPPL1 IRX5 KATNB1 KCNE5 KDM1A KDM5C KDSR KIF1A KIF7 KIFBP KMT2A KMT2C KMT2E LAS1L LMNB2 MAF MAGEL2 MAP1B MAPK1 MAPRE2 MTHFS MYMK MYOD1 NR2F1 ODC1 OTUD6B PAX1 PCGF2 PHF21A PHF6 PHIP PIGA PIGB PIGN PIGV PRIM1 PRKAR1B PRR12 PUM1 RAB11B RETREG1 RNF13 RPL10 RPS6KA3 RUNX2 RUSC2 SCARF2 SCN9A SETD1B SIM1 SLC12A6 SLC25A12 SLC25A46 SLC39A13 SMARCA2 SMARCAD1 SMC1A SNIP1 SPEN SPOP SUPT16H SVBP TCF20 TCF4 TELO2 TFE3 TNNT3 TP53RK TRAPPC9 TRIO TRPM3 UNC80 USP9X VAC14 VPS13B WASF1 WNK1 ZMIZ1 ZMYM2 ZNHIT3 HP_TAPERED_SPERM_HEAD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TAPERED_SPERM_HEAD ACTL9 ARMC2 CATIP CFAP69 CFAP70 DNAH17 IQCN TTC29 HP_TARSAL_SYNOSTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TARSAL_SYNOSTOSIS ATP7A BMPR1B CHSY1 FBLN1 FGFR1 FGFR2 FGFR3 FLNA FLNB GDF5 GDF6 GLI3 LMBR1 MAP3K7 MKKS MYH3 NALCN NOG OFD1 POR RNU12 SMOC1 TBX4 TNNI2 TNNT3 TPM2 HP_TELANGIECTASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TELANGIECTASIA ABCC6 ACTA2 ACVRL1 AKT1 ANAPC1 ANTXR2 ARL6IP6 ARPC4 ARX ATM ATR ATRX BLM BMP2 BMPR2 CAST CASZ1 CAV1 CCM2 CCN2 CCR6 CIB1 COL3A1 COL7A1 CTC1 CTNNB1 CTSA CYLD DAXX DDB2 DIAPH1 DKC1 DNAJC30 DPM1 ELMO2 ENG ENPP1 EPHB4 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 FERMT1 FRG1 FZD4 GABRD GDF2 GLA GNA11 GNAQ GNPTAB GPR35 HFE HLA-DRB1 HSPG2 IARS2 IKBKG IL7 IRF5 KCNAB2 KIAA0319L KIT KLLN LBR LIG1 LIG4 LMNA LMX1B LRP5 LUZP1 MASP1 MMP23B MRE11 MST1 MT-ATP6 MT-CO1 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND4 MT-ND4L MT-ND5 MT-ND6 NAGA NBN NDP NDUFS2 NEU1 NF1 NHP2 NOP10 NPM1 PARN PCNA PDPN PEPD PEX6 PGAP2 PGAP3 PIGL PIGO PIGV PIGW PIGY PIK3CA PNKP POLD1 POLE POLH PORCN PRDM16 PRKCZ PTEN RASA1 RECQL4 RERE RNF168 RNF213 RTEL1 SASH1 SDHB SDHC SDHD SEC23B SEMA4D SETD2 SETX SKI SLC29A3 SLC2A10 SLC37A4 SMAD4 SOX18 SPEN STING1 STN1 STXBP1 TALDO1 TCF4 TERC TERT TINF2 TMC6 TMC8 TREX1 TSPAN12 TYMS UBE4B USB1 USF3 UVSSA VPS53 WNT10A WRAP53 WRN XPA XPC XRCC4 ZNF408 HP_TELANGIECTASIA_OF_THE_SKIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TELANGIECTASIA_OF_THE_SKIN ABCC6 ACVRL1 ANTXR2 ARL6IP6 ARPC4 ARX ATM ATR ATRX BLM CAST CAV1 CCN2 CCR6 CIB1 COL3A1 CTC1 CYLD DAXX DDB2 DKC1 ELMO2 ENG ENPP1 ERCC2 ERCC3 ERCC4 ERCC5 FERMT1 GDF2 GLA GNA11 GNPTAB GPR35 HLA-DRB1 IARS2 IKBKG IL7 IRF5 KIAA0319L KIT LBR LIG4 LMNA MST1 NAGA NF1 NHP2 NOP10 NPM1 PARN PCNA PIK3CA POLD1 POLE PORCN RTEL1 SDHD SEMA4D SLC29A3 SLC2A10 SLC37A4 SMAD4 SOX18 TCF4 TERC TERT TINF2 TMC6 TMC8 TYMS USB1 VPS53 WNT10A WRAP53 WRN XPA XPC XRCC4 HP_TELECANTHUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TELECANTHUS ACTB ACTG1 ADAMTS18 ADAMTS2 ADAT3 ADH5 AGO1 AKT3 ALG9 ALX4 ANKH ANKLE2 ANKRD11 ARL3 ARVCF ATP6V1B2 ATRX B4GALT7 C2CD3 CCND2 CCNQ CDH11 CDH2 CDK10 CDK13 CHRNG CHST14 COL18A1 COL25A1 COL3A1 COLEC10 COLEC11 COMT CREBBP CRIPT DDB1 DDHD2 DDX3X DOCK7 DSE DVL3 EBP EDN3 EDNRB EFNB1 EFTUD2 ETFA ETFB ETFDH EXOSC1 FBN1 FGFR1 FGFR2 FLNA FLNB FOXC1 FOXL2 FOXP2 GJA1 GLI3 GNB2 GP1BB GPRASP2 GRIA1 H1-4 HDAC8 HECW2 HHAT HIRA HNRNPR HNRNPU HRAS IDH1 IFT122 IFT43 IFT52 IRX5 JMJD1C KAT8 KCNH1 KCNMA1 KCNN3 KCTD1 KDM6B KIFBP KITLG KMT2A KRAS LIG4 LMNA LMX1B MAFB MAP2K2 MAP3K7 MASP1 MID1 MITF MSL3 MUSK MYH3 MYOD1 NEK1 NFIX NOTCH2 NOTCH3 NRAS NSD2 NSUN2 OFD1 OTUD5 PAX3 PIGL PIGQ PIGU PIK3R1 PIK3R2 PITX2 PPP1R21 PQBP1 PTCH1 PTCH2 PTH1R PURA RAB23 RFX7 RNF125 RPS6KA3 RREB1 SEC24C SKI SLC26A2 SNAI2 SNX14 SOX10 SPATA5L1 SPOP STAC3 STXBP1 SUFU TAPT1 TBC1D2B TBL1XR1 TBX1 TFAP2A TLK2 TRPM3 TWIST2 TYR UBE3B UBR7 UFD1 USP9X VPS33A WDR35 XRCC4 YY1 ZBTB18 ZEB2 ZFHX4 ZMPSTE24 ZMYM2 ZNF148 ZSWIM6 HP_TEMPERATURE_INSTABILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TEMPERATURE_INSTABILITY ALG11 CDON DDC DISP1 DLL1 FCGR3B FGF8 FGFR1 FOXH1 GALC GAS1 GLI2 HERC2 LMNB1 MAGEL2 MKRN3 MYO1H NODAL NPAP1 PLA2G6 PLCH1 PSAP PTCH1 PWAR1 PWRN1 SHH SHQ1 SIX3 SLC18A2 SLC25A19 SLC31A1 SMC1A SNORD115-1 SNORD116-1 SPR STAG2 STIL TDGF1 TGIF1 VPS11 ZIC2 HP_TEMPORAL_CORTICAL_ATROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TEMPORAL_CORTICAL_ATROPHY ABCA7 ADARB1 BICRA CAMTA1 CHMP2B COG1 CPA6 CYB5A CYB5R3 GRM7 GRN MAPT NEK1 OPHN1 PDE6D PSEN1 RNU4ATAC SLITRK2 TMEM106B TREM2 VCP HP_TEMPORAL_OPTIC_DISC_PALLOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TEMPORAL_OPTIC_DISC_PALLOR CYP1B1 DNM1L EFEMP1 MAG MYOC OPA1 HP_TEMPORAL_PATTERN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TEMPORAL_PATTERN ADH1C ADORA2A ATL1 ATXN2 ATXN8OS BCKDHA BCKDHB CACNA1A DBT EIF4G1 GBA1 GLUD2 MAPT MPZ MT-TT NIPA1 NR4A2 OPA1 PMP22 PTH SMC1A SNCA SNCAIP SPAST TBP WASHC5 HP_TEMPOROMANDIBULAR_JOINT_ANKYLOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TEMPOROMANDIBULAR_JOINT_ANKYLOSIS IDS LMNA PLCB4 SF3B4 ZMPSTE24 HP_TENDON_RUPTURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TENDON_RUPTURE COL1A2 EMILIN1 HGD IFIH1 TTR HP_TENDON_XANTHOMATOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TENDON_XANTHOMATOSIS ABCG5 ABCG8 APOA1 APOA2 APOB APOE CETP CYP27A1 EPHX2 GHR LDLR LDLRAP1 PCSK9 PPP1R17 TTPA HP_TENTED_UPPER_LIP_VERMILION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TENTED_UPPER_LIP_VERMILION ADAMTSL1 ALDH6A1 ANKRD11 ATRX BAP1 BRAT1 CACNA2D1 CDC42 CDON CHAMP1 CHMP1A CLCN3 CSF1R CYFIP2 DCHS1 DDB1 DEAF1 DENND5A DIS3L2 DISP1 DLK1 DLL1 DMPK DPM1 EEF1A2 FAT4 FBXO28 FGF8 FGFR1 FLII FOXG1 FOXH1 FZD2 GALNT2 GAS1 GLI2 GNAI1 GOLGA2 GPC4 H3-3A HOXB1 IER3IP1 IL1RAPL1 IQSEC2 KCNH1 KCNJ6 KCNK9 KDM4B MBD5 MECP2 MED25 MEG3 MEIS2 MESD MICU1 MSL3 MYL2 MYOD1 NALCN NCAPG2 NEXMIF NODAL NRCAM NSRP1 NXN PAX3 PGAP2 PGAP3 PIGB PIGL PIGN PIGO PIGT PIGV PIGW PIGY PLAA PPP1R21 PPP2R1A PREPL PRKACB PTCH1 PURA RAB11B RAI1 RAPSN ROR2 RSPRY1 RTL1 RYR1 SCN4A SHH SIX3 SLC25A46 SMPD4 STRADA SUFU TAF8 TBCK TCF20 TDGF1 TGFB3 TGIF1 TMEM147 TMEM237 TTC5 UFC1 UNC80 WDR4 ZIC2 ZNHIT3 HP_TERATOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TERATOMA APC2 BCL10 FGFR3 KIT MNX1 MSH3 NSD1 PDE11A PRKAR1A SETBP1 SETD2 STK11 HP_TESTICULAR_ADRENAL_REST_TUMOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TESTICULAR_ADRENAL_REST_TUMOR CYP11B1 MC2R MRAP NNT PDE11A PRKAR1A STAR TXNRD2 HP_TESTICULAR_ATROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TESTICULAR_ATROPHY ANOS1 AR BMP2 BMP6 DMPK FGD1 FSHB HFE HPRT1 NHP2 POLG SMS TEX11 TP53 WFS1 HP_TESTICULAR_DYSGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TESTICULAR_DYSGENESIS ARX CBX2 DHH DHX37 DMRT1 GATA4 MAP3K1 NR0B1 NR5A1 SOX9 SRY TSPYL1 WT1 HP_TETANY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TETANY ARVCF CASR CLDN16 COMT CYP27B1 CYP2R1 GATA3 GP1BB HIRA JMJD1C KCNJ1 PTH RRAGD RREB1 SEC24C SLC12A1 SLC12A3 TBCE TBX1 TCIRG1 TRPM6 UFD1 HP_TETRALOGY_OF_FALLOT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TETRALOGY_OF_FALLOT ALX1 ALX3 ARHGAP31 ARID1A ARID1B ARID2 ARVCF BAZ1B BCL7B BICRA BRAF BRCA1 BRCA2 BRIP1 BUD23 CACNA1C CASZ1 CCDC22 CDK8 CDON CHD4 CHD7 CHRM3 CHUK CITED2 CLIP2 COMT COX7B CXCR2 CXCR4 DACT1 DDX11 DDX3X DDX59 DGCR2 DGCR6 DGCR8 DISP1 DLL1 DLL4 DNAJC30 DOCK6 DPF2 DPYSL5 EHMT1 EIF4H ELN EOGT ERCC4 ESS2 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FGF8 FGFR1 FIG4 FKBP6 FLT4 FOXC2 FOXF1 FOXH1 GABRD GAS1 GATA1 GATA4 GATA5 GATA6 GDF1 GJA5 GLI2 GNPAT GP1BB GTF2I GTF2IRD1 GTF2IRD2 HIBCH HIRA HSPG2 INTU JAG1 JMJD1C KCNAB2 KDR LIMK1 LUZP1 MAD2L2 MAPKAPK5 METTL27 MKKS MLXIPL MMP23B MYRF NCF1 NIPA1 NIPA2 NKX2-5 NKX2-6 NODAL NOTCH1 NOTCH2 NR2F2 NXN PAH PALB2 PDPN PIGL PIGN PLXND1 PQBP1 PRDM16 PRKCZ PTCH1 PUF60 RAB23 RAD21 RAD51 RAD51C RBM10 RBM8A RBPJ RERE RFC2 RFWD3 RNU4ATAC ROBO1 ROR2 RPL11 RPL5 RRAS2 RREB1 SALL1 SALL4 SEC24C SEMA3E SF3B2 SF3B4 SHH SIX3 SKI SKIC2 SKIC3 SLC35A2 SLC37A4 SLX4 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SOX11 SOX4 SPECC1L SPEN SRCAP STRA6 STX1A SUFU TAB2 TBL2 TBX1 TDGF1 TGIF1 TMEM260 TMEM270 TMEM94 TUBG1 UBE2A UBE2T UBE4B UFD1 VAC14 VPS35L VPS37D WASHC5 WT1 XRCC2 ZEB2 ZFPM2 ZIC2 HP_TETRAPARESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TETRAPARESIS AASS ABCD1 ADAR AFF3 AGTPBP1 AIFM1 ALG3 ALS2 APOE ARFGEF2 ARX ATP1A2 ATP1A3 ATP5F1A ATP6V1A AUH BSCL2 C9orf72 CA2 CACNA1A CARS2 CHCHD10 COA8 COL4A1 DYM EARS2 EIF2S3 ERLIN2 EXOSC8 FA2H FAR1 FBLN1 FUS GAD1 GALC GBE1 GJA1 GM2A GSS GUF1 HINT1 HSD17B10 IFIH1 KCNJ6 KCNQ2 L2HGDH LIMS2 LIPT1 LIPT2 LMNB1 LMX1B LRP4 LYRM7 MFSD2A MOCS1 MRM2 MT-ATP6 NAXE NDUFS3 NEK1 NEXMIF NFU1 NMNAT1 NUP54 NUP62 PAFAH1B1 PDHX PHACTR1 PLA2G6 PLP1 PNP POLG POLR3K PPOX PRDM8 PRPS1 PRUNE1 PSAP PSAT1 PSEN1 REEP1 RERE RNU7-1 SARDH SDHA SDHAF1 SDHB SDHD SLC18A2 SLC19A3 SLC1A2 SLC1A3 SLC25A10 SLC35A2 SMC1A SOD1 SOX4 SQSTM1 STAMBP STXBP1 TACO1 TARDBP TBCE TBK1 TMEM222 TNFRSF11A TNR TRAPPC4 TUBB2B UCHL1 UGP2 VCP WDR62 HP_TETRAPLEGIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TETRAPLEGIA AIFM1 ALDH18A1 ALS2 ARSA ARX ATP1A2 ATP1A3 ATP5F1A ATP5F1D ATP5F1E ATP5MK ATPAF1 ATPAF2 BCAP31 BCAS3 BUB1B CACNA1S DOLK DPYD FGFR1 GABRA3 GALC IFIH1 KCNJ18 KCNT1 KRAS MC2R MRAP MT-ATP6 MT-ATP8 NADK2 NDUFA8 NHLRC2 NNT PAFAH1B1 PNKP PRF1 PRPS1 RANBP2 STAR TBCD TFG TRAPPC2L TXNRD2 HP_TETRAPLEGIA_TETRAPARESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TETRAPLEGIA_TETRAPARESIS AASS ABCD1 ADAR AFF3 AGTPBP1 AIFM1 ALDH18A1 ALG3 ALS2 APOE ARFGEF2 ARSA ARX ATP1A2 ATP1A3 ATP5F1A ATP5F1D ATP5F1E ATP5MK ATP6V1A ATPAF1 ATPAF2 AUH BCAP31 BCAS3 BSCL2 BUB1B C9orf72 CA2 CACNA1A CACNA1S CARS2 CHCHD10 COA8 COL4A1 DOLK DPYD DYM EARS2 EIF2S3 ERLIN2 EXOSC8 FA2H FAR1 FBLN1 FGFR1 FUS GABRA3 GAD1 GALC GBE1 GJA1 GM2A GSS GUF1 HINT1 HSD17B10 IFIH1 KCNJ18 KCNJ6 KCNQ2 KCNT1 KRAS L2HGDH LIMS2 LIPT1 LIPT2 LMNB1 LMX1B LRP4 LYRM7 MC2R MFSD2A MOCS1 MRAP MRM2 MT-ATP6 MT-ATP8 NADK2 NAXE NDUFA8 NDUFS3 NEK1 NEXMIF NFU1 NHLRC2 NMNAT1 NNT NUP54 NUP62 PAFAH1B1 PDHX PHACTR1 PLA2G6 PLP1 PNKP PNP POLG POLR3K PPOX PRDM8 PRF1 PRPS1 PRUNE1 PSAP PSAT1 PSEN1 RANBP2 REEP1 RERE RNU7-1 SARDH SDHA SDHAF1 SDHB SDHD SELENOI SLC18A2 SLC19A3 SLC1A2 SLC1A3 SLC25A10 SLC35A2 SMC1A SOD1 SOX4 SQSTM1 STAMBP STAR STXBP1 TACO1 TARDBP TBCD TBCE TBK1 TFG TMEM222 TNFRSF11A TNR TRAPPC2L TRAPPC4 TUBB2B TXNRD2 UCHL1 UGP2 VCP WDR62 HP_THENAR_MUSCLE_ATROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_THENAR_MUSCLE_ATROPHY BSCL2 COMP GARS1 GBF1 IDUA ITPR3 NEB PDK3 PLOD3 PMP22 REEP1 SLC39A13 SLC5A6 SPG11 HP_THENAR_MUSCLE_WEAKNESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_THENAR_MUSCLE_WEAKNESS BSCL2 FLNC GARS1 PMP22 REEP1 HP_THICKENED_CALVARIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_THICKENED_CALVARIA AGA AMER1 AP1S2 CA2 CDH11 COL11A1 DVL1 DYM ERCC6 ERCC8 FLNA GLB1 GNAS GNPTAB HPGD IFIH1 LRP4 LRP5 MAN2B1 NONO NOTCH3 PDE4D PHF6 PLEKHM1 POLR3A PTDSS1 PTH1R RPS6KA3 RUNX2 SFRP4 SGMS2 SLC17A5 SMAD4 SMS SNX14 TMEM53 TMEM67 TNFRSF11B HP_THICKENED_CORTEX_OF_BONES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_THICKENED_CORTEX_OF_BONES ANO5 COL1A1 FAM111A IL6ST LIFR LRP5 MAN2B1 NF1 SETBP1 SOST TBCE TGFB1 TRIM37 HP_THICKENED_EARS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_THICKENED_EARS ABCC8 AFF4 ALMS1 ATP6V1B2 KCNH1 KCNJ11 KCNMA1 KCNN3 NARS2 PIGY PTCH1 TAF1 HP_THICKENED_GLOMERULAR_BASEMENT_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_THICKENED_GLOMERULAR_BASEMENT_MEMBRANE CD151 CEP83 CFH COL4A3 COL4A4 COL4A5 DGKE GATA3 LMX1B NOS1AP RNU7-1 HP_THICKENED_HELICES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_THICKENED_HELICES ADAMTSL2 AFF4 BMP2 BRAF CBL CDH2 DDX3X DIS3L2 DYRK1A EDEM3 FBN1 FGFR2 GDF11 H4C5 KRAS LZTR1 MAP2K1 MAP2K2 MRAS NRAS PBX1 PGAP2 PGAP3 PIGL PIGO PIGS PIGV PIGW PIGY PPP1CB PTPN11 RAF1 RASA2 RB1 RIT1 RRAS RRAS2 SIN3A SMS SOS1 SOS2 SPOP SPRED2 SUPT16H TAF1 TCF4 XYLT2 HP_THICKENED_NUCHAL_SKIN_FOLD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_THICKENED_NUCHAL_SKIN_FOLD ABCC6 ALG9 ATP6V1B2 CBL CHMP2B EBP EFNB1 ENPP1 FOXF1 GATA1 GRN HNRNPK HRAS KRAS LAMA5 LRPPRC LZTR1 MAPT MRAS NRAS PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PIGN PSAT1 PSEN1 PTPN11 RAF1 RASA2 RIT1 RNU4ATAC RRAS RRAS2 SLC26A2 SLC31A1 SLC35A2 SOS1 SOS2 SPRED2 SQSTM1 TBC1D24 TMEM106B TRAF7 TREM2 TRIP11 VCP HP_THICKENED_RIBS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_THICKENED_RIBS GLB1 GNS HGSNAT IDS MAN2B1 NAGLU SGSH SOST HP_THICKENED_SKIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_THICKENED_SKIN AAAS AAGAB AARS1 ABCA12 ABCC8 ABCC9 ABHD5 ACTC1 ACTN2 ADA ADAM10 ADAMTS10 ADAMTS2 ADAMTSL2 AFF4 AGPAT2 AHSG AIP AKT1 AKT2 ALDH3A2 ALMS1 ALOX12B ALOXE3 ANAPC1 ANGPT2 ANKRD1 ANOS1 ANTXR2 AP1B1 AP1S1 APPL1 AQP5 ARSB ARSL ASPRV1 ATL1 ATL3 ATP2A2 ATP2C1 ATP7A BAG3 BAG5 BLK BRAF BSCL2 BUB1 CAP2 CARD14 CARMIL2 CARS1 CAST CAV1 CAVIN1 CCDC141 CD28 CDH3 CDSN CEL CERS3 CFTR CHD7 CHD8 CHKB CIDEC CLCNKB CLDN1 CLEC7A COG6 COL12A1 COL14A1 COL17A1 COL1A1 COL4A5 COL6A1 COL6A2 COL6A3 COL7A1 COPB1 CRYAB CSRP3 CST6 CSTA CTC1 CTLA4 CTSC CUL4B CWC27 CYP19A1 CYP4F22 DCC DCLRE1C DDB2 DDR2 DES DIP2B DKC1 DMD DNAJC21 DOLK DPAGT1 DPP9 DSC2 DSC3 DSG1 DSG2 DSG4 DSP DST DUSP6 EBP ECM1 EFL1 ELMO2 ELOVL1 ELOVL4 EMD ENPP1 EPHB4 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERF ERMARD ESR1 EXPH5 FBN1 FDPS FERMT1 FEZF1 FGF17 FGF8 FGFR1 FGFR2 FGFR3 FHL1 FHL2 FIG4 FITM2 FKBP14 FKTN FLG FLG2 FLRT3 FLT4 FOS FOXG1 FUCA1 GATA1 GATAD1 GBA1 GCK GINS1 GJA1 GJB2 GJB3 GJB4 GJB6 GJC2 GLA GLB1 GLS GMPPA GNB2 GNPTAB GPR101 GRHL2 GTF2E2 GTF2H5 HAND2 HDAC6 HESX1 HLA-B HLA-DRA HNF1A HNF4A HPGD HRAS HS6ST1 HSD11B1 IDUA IGHG2 IGKC IKBKG IL17F IL17RA IL17RC IL17RD IL1RN IL2RB IL2RG IL36RN IL7R INS INSR ITGB4 ITGB6 JARID2 JPH2 JUP KANK2 KANSL1 KCNJ11 KCTD1 KDF1 KDSR KIF11 KIT KITLG KLF11 KLHL24 KLLN KRAS KRT1 KRT10 KRT13 KRT14 KRT16 KRT17 KRT2 KRT5 KRT6A KRT6B KRT6C KRT74 KRT81 KRT83 KRT86 KRT9 LAMA3 LAMA4 LAMB3 LAMC2 LARP7 LBR LDB3 LDHA LEMD3 LIG4 LIPE LIPN LMNA LMOD2 LORICRIN LRP1 LSS LTBP2 LTBP3 LTV1 LZTR1 MAD1L1 MAP2K1 MAP2K2 MAPRE2 MARS1 MBTPS2 MC4R MCOLN1 MDFIC MMP1 MMP2 MPDU1 MPLKIP MSMO1 MT-TS1 MTX2 MVD MVK MYBPC3 MYH6 MYH7 MYPN NAGA NDNF NECTIN1 NECTIN4 NEK9 NEU1 NEUROD1 NEXN NF1 NHP2 NIPAL4 NLRP1 NLRP3 NOD2 NOP10 NOTCH2 NPM1 NRAS NSDHL NSMCE2 ORAI1 PAH PARN PAX4 PCSK1 PDGFB PDGFRB PDX1 PEPD PERP PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PHGDH PHYH PI4KA PIEZO1 PIGA PIGL PIK3CA PKDCC PKP1 PLEC PLIN1 PLN PLOD1 PMVK PNPLA1 PNPLA2 POFUT1 POGLUT1 POLA1 POLR3A POMC POMP PPARG PPCS PPOX PRDM16 PROK2 PROKR2 PSAT1 PSEN1 PSEN2 PSENEN PSMB4 PSMB8 PSMB9 PTEN RAF1 RAG1 RAG2 RBM20 RBP4 RECQL4 RHBDF2 RIGI RIN2 RIT1 RMRP RNF113A RNU12 RNU4ATAC RPL3L RSPO1 RTEL1 RYR1 SASH1 SBDS SCN5A SDHA SDHB SDHC SDHD SDR9C7 SEC23B SEMA3A SERPINA12 SERPINB7 SERPINB8 SGCD SGPL1 SH3PXD2B SHOC2 SLC12A3 SLC17A9 SLC27A4 SLC29A3 SLC45A2 SLCO2A1 SLURP1 SMAD4 SMARCA2 SMARCAD1 SMARCD2 SNAP29 SOX10 SOX18 SPINK5 SPRY4 SPTLC1 SPTLC2 SRD5A3 SREBF1 SRP54 ST14 STIM1 STS SULT2B1 SUMF1 SUPT16H SYNE1 SYNE2 TACR3 TAF1A TAFAZZIN TARS1 TAT TCAP TERC TERT TFE3 TGM1 TGM5 TINF2 TMEM43 TMPO TMPRSS6 TNFRSF1B TNNC1 TNNI3 TNNT2 TP63 TPM1 TRAF3IP2 TRAPPC11 TRIP4 TRPM4 TRPV3 TTC7A TTN TUBB TXNRD2 TYMS TYR UROD UROS USB1 USF3 VCL VEGFC VEZF1 VIPAS39 VPS33A VPS33B WDR11 WNT10A WRAP53 WRN XPA XPC XRCC4 ZC4H2 ZMPSTE24 ZNF750 HP_THICK_CEREBRAL_CORTEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_THICK_CEREBRAL_CORTEX APC2 ATP6V0A2 ATP6V1A ATP6V1E1 CPLX1 NIPA1 NIPA2 PAFAH1B1 RELN TBC1D24 TUBG1 HP_THICK_CORPUS_CALLOSUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_THICK_CORPUS_CALLOSUM ATP1A2 ATP1A3 C12orf57 CAMK2A CCND2 CNOT3 HERC1 KDM3B MAST1 NONO ODC1 PIK3R2 PRMT7 SZT2 TBC1D7 TUBG1 VPS13B HP_THICK_EYEBROW https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_THICK_EYEBROW ABCA5 ABCC9 ACER3 AFF4 AIFM1 ANKRD11 ARID1A ARID1B ARID2 ASXL3 ATP6V1B2 AUTS2 B3GAT3 BCAS3 BCOR BICRA BPTF BRD4 CCDC8 CDH11 CDK13 CDON CHD1 CHMP1A CHST3 CLCN3 CNOT2 COL1A2 CPLX1 CREBBP CTCF CUL7 CWF19L1 DDB1 DENND5A DNMT3A DOCK7 DPF2 EBF3 EP300 ERLIN2 EXT1 FBXL4 FBXO31 FHL1 FOXL2 FREM1 FRMD4A FUCA1 GNB2 GNS GPRASP2 GUSB H4C5 HDAC8 HECW2 HMGA2 IARS2 IDUA IGF1R JARID2 KCNH1 KCNJ8 KCNK4 KCNMA1 KCNN3 KDM5C KIFBP KMT2A KMT2C KNL1 LAS1L LEMD3 MAGEL2 MAN2B1 MAP3K7 MAPK8IP3 MBD5 MEF2C MGAT2 MN1 MTHFS NBAS NFIX NIPBL NOTCH2 NRCAM NSUN2 OBSL1 PAX3 PDCD6IP PHF6 PHIP PPP1R21 PRKG2 PRR12 PSMC1 PSMD12 PUF60 RAD21 RALGAPA1 RBM10 RET RHOBTB2 RNF125 RPS23 RPS6KA3 RUSC2 SATB1 SETD1B SHANK3 SIM1 SLC25A24 SLC35A2 SLC6A17 SLC9A6 SMAD4 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SOX11 SOX4 SOX6 SPECC1L SPEN SPTBN1 SUMF1 TAF1 TAF6 TASP1 TBCK TBL1XR1 TFAP2B TMCO1 TP63 TRIO TRPS1 TUBGCP2 UBR7 VPS13B WAC WNT4 ZSWIM6 HP_THICK_HAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_THICK_HAIR AFF4 ASXL1 ATP6V0A2 ATP6V1A ATP6V1E1 ATP7A CLDN1 COG4 INSR KCNH1 KCNK4 KCNN3 KMT2A MSTO1 NDUFAF6 NEK1 RUSC2 SMC3 VPS13B VPS33A HP_THICK_LOWER_LIP_VERMILION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_THICK_LOWER_LIP_VERMILION ABCC9 ACER3 ADNP AFF3 AGA AIP AMER1 ANTXR1 AP2M1 ARID1A ARID1B ARID2 ATP6V1B2 ATRX B9D1 BAZ1B BCL7B BUD23 CA2 CAMTA1 CBL CDH11 CDKL5 CDT1 CHD2 CLIP2 COL11A1 CUL4B CUL7 DEAF1 DNAJC30 DPF2 DYRK1A EBF3 ECM1 EHMT1 EIF4H ELN FBN1 FKBP6 FLNA FRMD4A FTSJ1 FUCA1 GJA5 GJA8 GLA GNAI1 GNS GPR101 GTF2I GTF2IRD1 GTF2IRD2 HDAC4 HECW2 HRAS HUWE1 IDS INSR KAT5 KCNN3 KIF11 KIF15 KMT2C KRAS LIMK1 LTBP1 LTBP3 LZTR1 MED12 METTL27 MLXIPL MRAS NAGA NANS NCF1 NEU1 NEXMIF NRAS PHGDH PIGL POU4F1 PPP1CB PSMB8 PTH1R PTPN11 PUS7 RAF1 RASA2 RBMX RET RFC2 RHOBTB2 RIT1 RNF135 RPS23 RPS6KA3 RRAS RRAS2 SCN1A SETD1B SHOC2 SIN3A SLC2A1 SLC6A1 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC5 SMG9 SMS SOS1 SOS2 SOX11 SOX4 SPRED2 STRADA STX1A SYNGAP1 TASP1 TBC1D24 TBL2 TMEM147 TMEM270 TMEM53 UGDH VPS37D YY1 ZBTB20 ZEB2 HP_THICK_NASAL_ALAE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_THICK_NASAL_ALAE ABCA5 AKT1 ANKRD17 ANTXR1 AP2M1 ARID1A ARID1B ARID2 ARSL CCNK CHD2 DPF2 EXT1 H4C5 KANSL1 KCNH1 MED12 NEXMIF NF1 PIK3C2A PTEN RAD21 RHOA RPS6KA3 SCN1A SCNM1 SLC2A1 SLC6A1 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SOX11 SOX4 SYNGAP1 TRPS1 ZSWIM6 HP_THICK_UPPER_LIP_VERMILION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_THICK_UPPER_LIP_VERMILION ABCC9 APC BRCA1 CDK13 CILK1 COL11A1 DENND5A EBF3 GPC4 KDM4B MINPP1 NAA10 NAA20 NOG NSUN2 PAK3 RPS7 SC5D SPATA5L1 STRADA THOC6 TMEM53 TOE1 TWIST2 VPS51 WDR26 HP_THICK_VERMILION_BORDER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_THICK_VERMILION_BORDER ABCC9 ACER3 ACSL4 ADAM22 ADAMTS2 ADAT3 ADNP AFF2 AFF3 AGA AIMP2 AIP AMER1 AMMECR1 ANKRD11 ANTXR1 AP1S2 AP2M1 AP4S1 APC ARID1A ARID1B ARID2 ATP6V1B2 ATRX AUTS2 B9D1 BAZ1B BCAS3 BCL7B BRAF BRCA1 BUD23 CA2 CACNA1I CAMTA1 CBL CCDC47 CCDC8 CDC45 CDC6 CDH11 CDK13 CDKL5 CDT1 CHD2 CILK1 CIT CLIP2 CNTNAP1 COG6 COG7 COL11A1 CUL4B CUL7 CWC27 DEAF1 DENND5A DLK1 DNAJC30 DOCK7 DPF2 DPYSL5 DYRK1A EBF3 ECM1 EDA EDAR EDARADD EDEM3 EHMT1 EIF2S3 EIF4H ELN EPG5 ERF ERMARD EXOSC1 EXOSC5 FBN1 FBXO31 FHL1 FIBP FKBP6 FLNA FOXP1 FRA10AC1 FRMD4A FTSJ1 FUCA1 GALNT2 GJA5 GJA8 GLA GMNN GNAI1 GNS GPC3 GPC4 GPR101 GRIA1 GRIA3 GTF2I GTF2IRD1 GTF2IRD2 H4C5 HDAC4 HECTD4 HECW2 HNRNPH2 HRAS HUWE1 IDS IDUA IFT52 INSR JARID2 KAT5 KAT8 KCNE5 KCNH1 KCNJ8 KCNK9 KCNN3 KDF1 KDM4B KDM6B KIF11 KIF15 KIF7 KIFBP KMT2C KRAS KREMEN1 LARP7 LIMK1 LTBP1 LTBP3 LZTR1 MADD MAN1B1 MCM5 MED12 MEG3 METTL27 MINPP1 MLXIPL MOCS1 MOCS2 MRAS MYCN NAA10 NAA20 NAGA NANS NCF1 NEU1 NEXMIF NF1 NFIX NOG NONO NRAS NSUN2 OBSL1 OFD1 OGT ORC1 ORC4 ORC6 P4HTM PAK3 PCDHGC4 PHGDH PIDD1 PIGL POU4F1 PPP1CB PPP1R21 PPP3CA PRIM1 PSMB8 PTDSS1 PTH1R PTPN11 PUS7 RAF1 RASA2 RBL2 RBMX RET RFC2 RHOBTB2 RIN2 RIT1 RNF135 RNF2 RNU12 RNU4ATAC RPS23 RPS6KA3 RPS7 RRAS RRAS2 RSPRY1 RTL1 SC5D SCN1A SCUBE3 SEC31A SET SETBP1 SETD1B SH3PXD2B SHOC2 SIN3A SLC2A1 SLC35A2 SLC6A1 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC5 SMG8 SMG9 SMS SNX14 SOS1 SOS2 SOX11 SOX18 SOX4 SPATA5L1 SPEN SPRED2 SPTBN1 SRD5A3 STAG2 STRADA STX1A SUPT16H SYNGAP1 TASP1 TBC1D24 TBCK TBL2 TCF4 TFAP2B TFE3 THOC6 TMEM147 TMEM270 TMEM53 TOE1 TRAF6 TRIO TSPEAR TWIST2 UGDH USP9X VPS33A VPS37D VPS51 WDR26 XYLT1 YY1 ZBTB20 ZEB2 ZMYM2 ZNF699 HP_THINNING_OF_DESCEMET_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_THINNING_OF_DESCEMET_MEMBRANE CYP1B1 FOXC1 FOXE3 OVOL2 PAX6 PITX2 HP_THIN_BONY_CORTEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_THIN_BONY_CORTEX ADAMTS10 AKT1 CCDC134 CLCN5 CYP27B1 CYP2R1 FARSB FBN1 GLB1 MMP2 PRKG2 PTH1R SERPINH1 SFRP4 SLC34A3 SMS TENT5A TMEM53 TNFRSF11A VDR XYLT2 HP_THIN_CLAVICLES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_THIN_CLAVICLES COL11A1 HHAT LMNA PCNT TBCE ZMPSTE24 HP_THIN_EYEBROW https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_THIN_EYEBROW AASS AEBP1 ASXL3 ATP1A2 ATP1A3 BCL11B CACNA1A CCNK CDC45 DHX30 EPS8L3 KAT6A KDM4B KREMEN1 MBTPS2 PEX1 PEX6 RBL2 RNU4ATAC SLC1A3 STAG1 TGDS TRPS1 UBE3B HP_THIN_LOWER_LIP_VERMILION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_THIN_LOWER_LIP_VERMILION HS2ST1 KNSTRN PIGN PIK3CD THOC6 HP_THIN_NAIL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_THIN_NAIL ALOX12B ALOXE3 ANAPC1 CAMK2B EED EZH2 HRAS IFT122 MBTPS2 MSX1 NSD1 RNU12 SUZ12 TRPS1 WNT10A HP_THIN_RIBS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_THIN_RIBS ACTA1 AIFM1 BANF1 BIN1 CCDC8 CHRNA1 CHRND CHRNG COL11A1 COL1A1 COL1A2 COL2A1 CUL7 DNM2 EXOC6B FAM111A HDAC6 KLHL40 KLHL41 LAMA5 LIFR LMNA LMOD3 MAMLD1 MTM1 MTMR14 MTX2 MUSK MYF6 NEB OBSL1 ORC1 P3H1 PDGFRB PLOD1 POLR3A PPP3CA RTTN RYR1 SCARF2 SCN4A SEC24D SERPINH1 SKI SOX9 TBCE TENT5A TRPV6 USP18 WNT1 ZMPSTE24 HP_THIN_SKIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_THIN_SKIN ABL1 ADAMTS2 ADAMTSL2 ADNP AIP ALDH18A1 ARF1 ARFGEF2 ATRX B3GALT6 B4GALT7 BRAF C1R CAV1 CDH23 CHUK COL1A1 COL1A2 COL3A1 COL7A1 CTC1 DDB2 DDR2 DHX30 EDA EDAR EDARADD ERCC2 ERCC3 ERCC4 ERCC5 ERMARD FLNA FMR1 GNAS GORAB IFT140 IPO8 KDF1 KRT2 LIFR LMNA MAP1B MTAP NEDD4L NFIX NR3C1 ORC1 PDE11A PDGFRB PEPD PIK3R1 PLOD1 POLR3A PORCN PPARG PPP1CB PRKAR1A PRKD1 PROC PROS1 PTDSS1 PYCR1 RBCK1 RECQL SATB2 SLC2A10 SLC39A13 SMARCAD1 SOX18 TGFBR1 TGFBR2 TMTC3 TNXB TP53 TP63 TRAF6 TWIST2 UBE3B USP48 USP8 WNT10A XPA XPC ZMPSTE24 HP_THIN_UPPER_LIP_VERMILION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_THIN_UPPER_LIP_VERMILION AARS1 ABCC9 ACTB ACTG1 ADARB1 ADGRG6 ADNP ADSL AFF3 AFF4 AGL AGO1 AGO2 AGR2 ALG12 ALG9 AMMECR1 ANKLE2 ANKRD11 ANKRD17 AP2M1 AP3B1 ARHGEF2 ARID1A ARID1B ARID2 ARX ASPM ASXL2 ASXL3 ATIC ATN1 ATP6V1B2 ATP9A ATRX B3GLCT B4GALT1 BCL11A BCL11B BCR BMP2 BPTF BUB1 CACNA1C CCNK CCNQ CDC42 CDC42BPB CDH11 CDH2 CDK10 CDK13 CDK5RAP2 CDK6 CENPE CENPJ CEP135 CEP152 CEP63 CHAMP1 CHD2 CHST14 CIT CLCN3 CLCN6 CLP1 CLTC CNOT2 COG1 COPB2 CPLX1 CREBBP CRKL CSNK2A1 CTCF CTNNB1 CUX1 DCPS DDB1 DDX59 DHPS DPF2 DPM2 DSE DVL1 DYRK1A EBF3 EDEM3 EIF5A EP300 EXOC2 EXOSC2 EXT1 FAR1 FBN1 FIG4 FOXG1 GAD1 GATAD2B GJA5 GJA8 GLIS3 GNAI1 GNB2 GNE H4C5 HDAC8 HERC2 HIVEP2 HK1 HS2ST1 HUWE1 IFIH1 IFT43 IGF1R IRF6 IRX5 KAT6A KAT6B KATNB1 KCNJ2 KCNJ5 KCNK4 KCNMA1 KDM1A KDM3B KDM5C KIF11 KIF14 KIF15 KMT2A KMT2D KNL1 LAS1L LMBRD1 MAF MAGEL2 MAN1B1 MAPK1 MAPK8IP3 MAPRE2 MBD5 MCM7 MCPH1 MCTP2 MED12 MED12L MED13 MEF2C MEIS2 METTL5 MFSD2A MID1 MKRN3 MKS1 MPC1 MTOR MYMX MYO18B NAA10 NALCN NCAPD3 NDN NEXMIF NFIA NIPBL NOG NONO NPAP1 NUP37 OCA2 OCRL ODC1 OGT OPHN1 OTUD6B PACS1 PACS2 PAK3 PBX1 PCGF2 PDE4D PDGFRB PGAP3 PGM2L1 PHC1 PIEZO2 PIGG PIGK PIGN PIGQ PIGU PIGV PITX2 PLPBP PMM2 POGZ POLR3A PPM1D PPP1CB PPP1R15B PPP2R5D PQBP1 PRKAR1B PRKDC PSMD12 PTRH2 PUF60 PURA PWAR1 PWRN1 PYCR2 QRICH1 RAD21 RAI1 RALA RFX7 RHOBTB2 RNF135 RNU4ATAC ROR2 RPL10 SARS1 SASS6 SATB2 SCN1A SEC23A SETBP1 SETD5 SH3PXD2B SHMT2 SIM1 SIN3A SLC25A24 SLC26A2 SLC2A1 SLC6A1 SLC9A7 SMAD4 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMPD4 SNORD115-1 SNORD116-1 SNRPN SOX11 SOX4 SPECC1L SPEN SPTBN1 SRCAP STAG2 STEEP1 STIL STT3A SYNGAP1 SYT1 TAF1 TAF13 TAF6 TASP1 TBC1D24 TBCE TBL1XR1 TCF20 THUMPD1 TLK2 TMEM147 TMEM94 TNRC6B TPR TRAPPC10 TRAPPC14 TRAPPC9 TRIO TRIP12 TRMT10A TRPS1 TRRAP TTC5 TUBGCP2 UBE3B UNC80 USP9X VPS35L VPS51 WAC WARS1 WARS2 WASHC4 WDR19 WDR62 WNT5A ZBTB18 ZNF292 ZNF407 ZNF526 HP_THIN_VERMILION_BORDER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_THIN_VERMILION_BORDER AARS1 ABCC9 ABL1 ACSL4 ACTB ACTG1 ADARB1 ADGRG6 ADNP ADSL AFF3 AFF4 AGL AGO1 AGO2 AGR2 ALG1 ALG12 ALG9 AMMECR1 ANKLE2 ANKRD11 ANKRD17 AP2M1 AP3B1 ARHGEF2 ARID1A ARID1B ARID2 ARX ASPM ASXL2 ASXL3 ATIC ATN1 ATP6V1B2 ATP9A ATRX B3GLCT B4GALT1 BANF1 BCL11A BCL11B BCR BMP1 BMP2 BPTF BRAT1 BRD4 BUB1 CACNA1C CAMTA1 CCNK CCNQ CD96 CDC42 CDC42BPB CDH11 CDH2 CDK10 CDK13 CDK5RAP2 CDK6 CENPE CENPJ CEP135 CEP152 CEP63 CHAMP1 CHD2 CHST14 CIT CITED2 CKAP2L CLCN3 CLCN6 CLP1 CLTC CNOT2 COG1 COL3A1 COPB2 CPLX1 CREBBP CRKL CSNK2A1 CTCF CTNNB1 CUX1 DCPS DDB1 DDRGK1 DDX59 DHPS DNMT3A DPF2 DPM2 DSE DVL1 DYNC2LI1 DYRK1A EBF3 EDEM3 EIF5A EP300 ERCC6 EVC EVC2 EXOC2 EXOSC2 EXT1 FAR1 FBN1 FIG4 FLT4 FMR1 FOXG1 FTO GAD1 GATA4 GATA5 GATA6 GATAD2B GDF1 GJA1 GJA5 GJA8 GLI1 GLIS3 GLUL GNAI1 GNB2 GNE GRB10 H4C5 HDAC4 HDAC8 HERC2 HIVEP2 HK1 HMGA2 HNRNPU HS2ST1 HS6ST2 HUWE1 IARS2 IDH1 IFIH1 IFT43 IGF1R IRF6 IRX5 JAG1 KAT6A KAT6B KATNB1 KCNE5 KCNJ2 KCNJ5 KCNK4 KCNMA1 KDM1A KDM3B KDM5B KDM5C KDR KIF11 KIF14 KIF15 KIF7 KMT2A KMT2D KNL1 KNSTRN LAS1L LEMD3 LIFR LIG4 LMBRD1 LMNA LMX1B MAF MAGEL2 MAN1B1 MAPK1 MAPK8IP3 MAPKAPK5 MAPRE2 MBD5 MCM7 MCPH1 MCTP2 MED12 MED12L MED13 MEF2C MEIS2 METTL23 METTL5 MFSD2A MGAT2 MID1 MKRN3 MKS1 MPC1 MPDU1 MTOR MYL11 MYMK MYMX MYO18B NAA10 NALCN NBAS NCAPD3 NDN NDP NEXMIF NF1 NFIA NIPBL NKX2-5 NKX2-6 NOG NONO NOTCH2 NPAP1 NSD2 NUP37 OCA2 OCRL ODC1 OGT OPHN1 OTUD6B PACS1 PACS2 PAK3 PBX1 PCGF2 PDE4D PDGFRB PGAP3 PGM2L1 PHC1 PHIP PIEZO2 PIGG PIGK PIGN PIGQ PIGU PIGV PIK3CD PITX2 PLPBP PMM2 POGZ POLR3A PPM1D PPP1CB PPP1R15B PPP2R3C PPP2R5D PQBP1 PRKACA PRKACB PRKAR1B PRKDC PRMT7 PRORP PSMD12 PTRH2 PUF60 PURA PWAR1 PWRN1 PYCR1 PYCR2 QRICH1 RAB3GAP1 RAD21 RAI1 RALA RECQL RECQL4 RFX7 RHOBTB2 RNF135 RNU4ATAC ROR2 RPL10 RPS23 RUNX2 SARS1 SASS6 SATB2 SC5D SCN1A SCYL2 SEC23A SETBP1 SETD5 SH3PXD2B SHMT2 SHOC2 SIM1 SIN3A SLC25A24 SLC26A2 SLC2A1 SLC45A1 SLC6A1 SLC9A7 SMAD4 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMOC1 SMPD4 SNORD115-1 SNORD116-1 SNRPN SON SOX11 SOX4 SPECC1L SPEN SPOP SPTBN1 SRCAP STAG2 STEEP1 STIL STT3A STXBP1 SYNGAP1 SYT1 TAF1 TAF13 TAF6 TALDO1 TASP1 TBC1D24 TBCE TBL1XR1 TBX1 TCF20 THOC6 THUMPD1 TLK2 TMEM147 TMEM94 TNRC6B TPR TRAPPC10 TRAPPC14 TRAPPC9 TRIO TRIP12 TRMT10A TRPS1 TRRAP TTC5 TTI2 TUBGCP2 TWIST2 TXNL4A UBE2A UBE3B UNC80 USP9X VAC14 VPS35L VPS51 WAC WARS1 WARS2 WASHC4 WDR19 WDR62 WNT5A XRCC4 XYLT2 ZBTB18 ZFPM2 ZMPSTE24 ZNF292 ZNF407 ZNF526 HP_THIRD_DEGREE_ATRIOVENTRICULAR_BLOCK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_THIRD_DEGREE_ATRIOVENTRICULAR_BLOCK DEF6 DES GRIN1 LMNA MT-ATP8 MT-TL1 MYL4 PRKG2 PTPN11 RRM2B SCN5A HP_THIRD_TRIMESTER_ONSET https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_THIRD_TRIMESTER_ONSET ADCY6 ADGRG6 ALG1 ALPK3 ASNS BICD2 CNTNAP1 COASY CRLS1 FANCB FZR1 GINS1 GLDN KMT2B KMT2D MDFIC MPDZ MRPS22 NADK2 NDUFB11 NUP155 PLG POMK PPP3CA PRKAG2 PYCR1 RECQL4 RPL26 SCN4A SDHA SERPINH1 SHQ1 SNAP25 SOX18 TNFRSF11A TRPV6 UBR1 ZIC3 ZMPSTE24 HP_THORACIC_AORTA_CALCIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_THORACIC_AORTA_CALCIFICATION GATA5 IFIH1 NKX2-5 NOTCH1 SMAD6 HP_THORACIC_AORTIC_ANEURYSM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_THORACIC_AORTIC_ANEURYSM ABL1 ACTA2 ADAMTS19 AEBP1 AFF4 ALDH1A2 ALG5 ALG9 ANGPTL6 ATP2B1 ATP6V1A B3GALT6 B3GAT3 BAZ1B BCL7B BGN BICC1 BRF1 BUD23 CARS1 CASZ1 CHD7 CHST3 CLIP2 COL1A1 COL1A2 COL3A1 COL5A1 COL5A2 DNAJB11 DNAJC30 DNMT3A EFEMP2 EIF4H ELN ENG ERCC6 ERCC8 FBLN5 FBN1 FBN2 FKBP6 FLNA FMR1 FOXE3 GABRD GANAB GATA5 GJA5 GJA8 GTF2I GTF2IRD1 GTF2IRD2 HEY2 HLA-B HNRNPK HSPG2 IFT140 IL12B IPO8 KANSL1 KCNAB2 KCNH1 LIMK1 LMNA LOX LUZP1 MAT2A MED12 METTL27 MFAP5 MID1 MLX MLXIPL MMP23B MYH11 MYLK MYPN NCF1 NKAP NKX2-5 NODAL NOTCH1 NPR3 PDPN PGM3 PIGN PKD1 PKD2 PPP1CB PRDM16 PRKCZ PRKG1 RERE RFC2 ROBO4 SEMA3E SKI SLC2A10 SMAD2 SMAD3 SMAD4 SMAD6 SPECC1L SPEN STX1A TBL2 TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 THSD1 THSD4 TMEM270 TPM2 TPM3 UBE4B VPS37D ZMPSTE24 HP_THORACIC_DYSPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_THORACIC_DYSPLASIA DYNC2I1 DYNC2I2 IFT172 NEK1 WDR19 WDR35 HP_THORACIC_HYPOPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_THORACIC_HYPOPLASIA ABCC9 ACTA1 ACTG2 ADAMTS3 AGRN ATP7A B3GAT3 B4GALT7 BCOR BMPER CANT1 CASR CCBE1 CCDC47 CEP120 CFAP410 CFL2 CHST3 CILK1 CLCN7 COL11A1 COL11A2 COL1A1 COL1A2 COL2A1 CREB3L1 CRTAP CSPP1 CTSK DCHS1 DDR2 DDRGK1 DDX3X DLG3 DLK1 DNAJC21 DONSON DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLT2B EVC EVC2 FAM20C FAT4 FBN1 FGFR2 FGFR3 FLNA FLNB GAD1 GBA1 GLI1 GNE GNPTAB GPX4 HHAT HSD17B4 HSPG2 IFT122 IFT140 IFT172 IFT43 IFT52 IFT80 IFT81 IHH IL6ST INPPL1 INTU ITGA3 KAT6A KBTBD13 KCNJ8 KIAA0586 KIAA0753 KLHL41 KYNU LBR LMNA LMOD3 MATN3 MBTPS2 MED12 MEG3 MESD MTOR MUSK MYOD1 MYPN NAA10 NEB NEK1 NEK9 NEPRO ORC6 PAM16 PCGF2 PCNT PIGA PIGN PIK3C2A PLCB3 POLR3A POR PRKACA PRKACB PTH1R PUF60 RMRP RPS19 RTL1 RUNX2 SBDS SCN4A SEC23A SERPINH1 SKI SLC10A7 SLC26A2 SLC35D1 SLC37A4 SLC9A6 SNRPB SNX10 SOX9 SRP54 TAPT1 TCIRG1 TCTN2 TMCO1 TNFSF11 TPM2 TPM3 TRIP11 TRPV4 TRPV6 TTC21B TWIST1 UPF3B WDR11 WDR19 WDR35 XYLT1 ZBTB20 ZC4H2 HP_THORACIC_KYPHOSCOLIOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_THORACIC_KYPHOSCOLIOSIS ADGRG6 AGRN AK9 CHRNA1 CHRNB1 CHRND CHRNE COL13A1 DES DOK7 IARS2 ITCH LMNA LRP4 MUSK NKX3-2 PCGF2 PLOD1 PYCR2 RAPSN SCN4A SOX5 SPRTN ZMPSTE24 HP_THORACIC_KYPHOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_THORACIC_KYPHOSIS AARS1 AIFM1 ALDH3A2 AMER1 ANKRD11 AP1G1 CARS1 CCN6 CDH11 COL2A1 CYP27A1 DMD DYM ERCC2 ERCC3 EXTL3 FBXO28 FGFR3 FLNB GBA1 GLB1 GNPTAB GTF2E2 GTF2H5 GUSB HECTD4 KIF22 KY LBR LHX3 MAN2B1 MED12L MGAT2 MPLKIP NARS1 NEPRO NFIX NPR2 PHF8 PIK3C2A POP1 PRKG2 PUF60 RMRP RNF113A RYR1 SLC26A2 SMARCAL1 SRD5A3 TARS1 TMEM231 TONSL TRAPPC2 TRPV4 VPS33A WDR81 XYLT2 HP_THORACIC_PLATYSPONDYLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_THORACIC_PLATYSPONDYLY COL2A1 FLNB LBR PLCB3 PRKG2 RSPRY1 HP_THORACIC_SCOLIOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_THORACIC_SCOLIOSIS ACTA1 ADGRG6 AEBP1 AGRN AK9 ALMS1 BAG3 CHRNA1 CHRNB1 CHRND CHRNE COG1 COL13A1 COL2A1 DES DMD DOK7 ERLIN1 GDF3 GNS HINT1 IARS2 ITCH KMT2D LMNA LRP4 MOGS MTRFR MUSK MYH7 MYPN NEK9 NFIX NKX3-2 PCGF2 PEX5 PIK3R2 PLK4 PLOD1 PRKG2 PUF60 PYCR2 RAB3GAP2 RAB5IF RAPSN RBBP8 SCN4A SERPINH1 SGCA SOX5 SOX9 SPRTN TBX5 TPM2 TPM3 TUBB3 VPS13B WDR81 ZMPSTE24 HP_THORACOLUMBAR_KYPHOSCOLIOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_THORACOLUMBAR_KYPHOSCOLIOSIS CCN6 CDH11 GNPTAB LHX3 MGAT2 NEPRO POP1 SLC26A2 HP_THORACOLUMBAR_KYPHOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_THORACOLUMBAR_KYPHOSIS AMER1 CCN6 CDH11 COL2A1 EXTL3 FBXO28 FGFR3 FLNB GBA1 GLB1 GNPTAB GUSB KIF22 LBR LHX3 MAN2B1 MED12L MGAT2 NEPRO NPR2 POP1 SLC26A2 HP_THORACOLUMBAR_SCOLIOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_THORACOLUMBAR_SCOLIOSIS ALMS1 AP1G1 ASH1L ATG7 ATP6V1B2 CCN6 CDH11 CHRNG CLCF1 COL1A2 COL2A1 COL6A2 GLIS3 GNB2 GNPTAB HNRNPK HYAL1 IDH1 IGBP1 IL6ST LBR LHX3 LONP1 MAPK8IP3 MED12 MGAT2 MYO18B NEPRO NIN PAPSS2 PDGFRB PIEZO2 PLK4 POP1 ROBO3 ROR2 RPL10 RSPRY1 SLC26A2 SLC35B2 TBC1D24 USP9X HP_THROMBOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_THROMBOCYTOSIS ABL1 ACAT1 ADA2 ATP6V1B2 BCR CALR CD55 ELANE ELF4 GATA1 HBB HEATR3 HLA-DQA1 HLA-DQB1 HMGCL HMOX1 IFNG IFNGR1 JAK2 KCNN4 LACC1 MARS1 MPL MTHFD1 PIK3CD PMM2 PSTPIP1 REL RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS14 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RPSA RUNX1 SF3B1 SH2B3 SKIC2 SKIC3 STING1 TBC1D24 TET2 TGFB1 THPO TSR2 TTC7A HP_THROMBOEMBOLIC_STROKE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_THROMBOEMBOLIC_STROKE ABCC9 ADA2 GATA4 GATA5 GATA6 GJA5 KCNA5 KCNE1 KCNE2 KCNJ2 KCNJ3 KCNJ5 KCNQ1 MTHFR MYL4 NKX2-5 NKX2-6 NPPA NUP155 PITX2 SCN1B SCN2B SCN3B SCN4B SCN5A TTN HP_THROMBOEMBOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_THROMBOEMBOLISM ABCC9 ADA2 CBS CITED2 EPOR F12 F13A1 F2 FCGR2C FLNC GATA4 GATA5 GATA6 GJA5 HABP2 HRG JAK2 KCNA5 KCNE1 KCNE2 KCNJ2 KCNJ3 KCNJ5 KCNK3 KCNN4 KCNQ1 KIF20A MMACHC MT-CYB MTHFR MTRR MYH7 MYL4 MYPN NKX2-5 NKX2-6 NPPA NUP155 PDE11A PIEZO1 PIGA PITX2 PRDX1 PRKAR1A SCN1B SCN2B SCN3B SCN4B SCN5A SERPINC1 SLC4A1 TLL1 TNNI3 TNNT2 TTN TTR UBA1 HP_THROMBOPHLEBITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_THROMBOPHLEBITIS AKT1 F13A1 F2 HABP2 MTHFR PROC PRORP PROS1 PTEN SERPINC1 TGFB2 HP_THUMB_CONTRACTURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_THUMB_CONTRACTURE BMP4 DLK1 ECE1 L1CAM MEG3 RTL1 HP_THYMUS_HYPERPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_THYMUS_HYPERPLASIA AKT1 ALG14 MTHFR NUAK2 PTEN VANGL2 HP_THYROIDITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_THYROIDITIS ADA ADA2 AKT1 C1S CASP10 CDKN1B CHD7 CLCNKB CTLA4 DCLRE1C FAS FASLG FOXD3 FOXP3 GPR35 HLA-DQA1 HLA-DQB1 IL18BP IL2RA IL2RG IL7R ITCH LIG4 LRBA MST1 NFKB2 NLRP1 PI4KA PIK3CA PLCG2 POLG PRKCD PTEN RAG1 RAG2 RASGRP1 RMRP SEC23B SEMA4D SLC12A3 SLC37A4 SOCS1 STAT1 STAT5B TBX2 TCF4 TG TOM1 TTC7A ZFAT HP_THYROID_ADENOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_THYROID_ADENOMA AKT1 CASP10 CDC73 CDKN1B FAS FASLG HEPACAM MEN1 MSH3 PIK3CA PRKCD PTEN RASGRP1 HP_THYROID_AGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_THYROID_AGENESIS FOXE1 KAT6B NKX2-1 NKX2-5 PAX8 SLC26A4 TSHR HP_THYROID_CARCINOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_THYROID_CARCINOMA AKT1 APC ARID1A ARID1B ARID2 BMPR1A CASP10 CDC73 CDKN1A CDKN1B CDKN2A CDKN2B CDKN2C CHEK2 DICER1 DPF2 FAS FASLG FLCN FOXE1 FOXI1 GREM1 HABP2 HEPACAM HRAS JAG1 KCNJ10 KEAP1 KLLN MDM2 MEN1 MINPP1 NKX2-1 NRAS PDE11A PIK3CA PRKAR1A PRKCD PTEN RASGRP1 RET SDHB SDHC SDHD SEC23B SLC26A4 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SOX11 SOX4 SRGAP1 TG TP53 USF3 WRN HP_THYROID_DEFECT_IN_OXIDATION_AND_ORGANIFICATION_OF_IODIDE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_THYROID_DEFECT_IN_OXIDATION_AND_ORGANIFICATION_OF_IODIDE DUOX2 DUOXA2 IYD SLC5A5 TG TPO HP_THYROID_DYSGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_THYROID_DYSGENESIS GLI3 IL6ST KAT6B LIFR NKX2-1 NKX2-5 PAX8 HP_THYROTOXICOSIS_WITH_DIFFUSE_GOITER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_THYROTOXICOSIS_WITH_DIFFUSE_GOITER CACNA1S CLCNKB GABRA3 KCNJ18 SLC12A3 TSHR HP_TIBIALIS_MUSCLE_WEAKNESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TIBIALIS_MUSCLE_WEAKNESS DYSF GIPC1 GNE LRP12 MTRFR NOTCH2NLC RILPL1 TTN HP_TIBIAL_BOWING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TIBIAL_BOWING CHST3 CILK1 CLCN5 CLTCL1 COL10A1 COL11A2 COL1A1 COL1A2 COL2A1 CPLANE1 CYP27B1 CYP2R1 DLK1 DMP1 DYM ENPP1 FGFR3 FIBP FLNA FLNB FN1 GORAB LIFR LRP5 MEG3 MMP13 P3H1 PCNT PCYT1A PDGFRB PHEX RMRP RTL1 SATB2 SERPINH1 SETBP1 SHOX SLC34A3 SMOC1 SOX9 VDR HP_TIBIAL_TORSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TIBIAL_TORSION ADGRV1 COL2A1 COL9A2 COL9A3 DDX6 FIBP GABRA1 GABRD GABRG2 HCN1 PCDH19 PRR12 RBM8A SCN1A SCN1B SCN2A SCN9A SLC26A2 SLC29A3 STX1B HP_TICS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TICS ARID2 BCR CEP152 COASY CRKL EMC10 GATAD2B GNB1 GRIA1 HDC KCNN2 KMT5B MAPK1 PANK2 PDGFB POGZ PTCHD1 PUF60 SLITRK1 SLITRK2 SPTBN1 VPS13A ZBTB20 ZSWIM6 HP_TIGER_TAIL_BANDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TIGER_TAIL_BANDING AARS1 CARS1 ERCC2 ERCC3 GTF2E2 GTF2H5 MARS1 MPLKIP RNF113A TARS1 HP_TINNITUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TINNITUS ABCC1 AIFM1 AKT1 ATP1A2 ATP2B2 BAP1 CACNA1A CACNA1D CAV1 CCDC50 CCND1 CLCN2 CLCNKB COCH COQ6 CYP11B1 CYP11B2 DIABLO DKK1 DLST DNMT3A DSPP EPAS1 FH GRM1 JAK2 KCNJ5 KCNQ4 KIF1B LOXHD1 LZTR1 MAX MDH2 MFN2 MIR96 MPL NAGA NF1 NF2 OSBPL2 P2RX2 PDGFB PIK3CA PMP22 PRRT2 RET SCN1A SDHA SDHAF2 SDHB SDHC SDHD SLC12A3 SLC25A11 SLC39A14 SLC44A4 SMARCB1 SMARCE1 SMO SUFU TERT TET2 THOC1 TMC1 TMEM127 TRAF7 VHL HP_TIP_TOE_GAIT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TIP_TOE_GAIT AASS ADSS1 AGRN AIFM1 ALDH18A1 ALS2 AP5Z1 ARSA ATL1 B4GALNT1 BAG3 BICD2 CAPN3 CHAT COASY COL12A1 COL13A1 CRPPA CYP2U1 DDHD2 DEAF1 DMD DYNC1H1 DYSF EMD ERLIN1 FBN1 FHL1 FKRP FKTN FUS GFM2 GJB1 GNB2 GNPTAB H4C5 HADHA HADHB HARS1 INPP5K KCNA1 KIDINS220 KIF1C KMT2B KY LMNA LMX1B LRSAM1 MORC2 MT-TE MYH7 MYO9A MYPN PANK2 PEX16 PI4KA PNPLA8 POMT1 PSAP REEP2 SBF2 SGCA SGCG SIGMAR1 SLC18A3 SLC25A1 SLC39A14 SLC5A7 SMG8 SNAP25 SPG11 SPTBN1 SPTLC1 SYNE1 SYNE2 SYT2 TLK2 TMEM43 TNNT1 TPM2 TPM3 VAMP1 VCP YY1 HP_TITUBATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TITUBATION AARS1 ACBD5 ALS2 BRAT1 EIF2AK2 FLVCR1 FUS GJC2 HIBCH HSPD1 HYCC1 IFRD1 ITPR1 KARS1 KCNC3 KIF1C LAMA1 LMNB1 MAG NKX6-2 PI4KA PITRM1 PLP1 RNU12 SIGMAR1 SLC19A3 SPG11 SPTBN1 SPTLC1 THG1L TMEM63A TPP1 UCHL1 VPS13A HP_TOENAIL_DYSPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TOENAIL_DYSPLASIA ANGPT2 ATP6V1B2 BHLHA9 BMP2 EOGT EVC EVC2 FLT4 GJC2 LMX1B PIEZO1 SHANK3 TAF1 TBC1D24 TP63 VEGFC HP_TOE_CLINODACTYLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TOE_CLINODACTYLY ALG3 ATP2B1 CKAP2L COG8 DACT1 DLEC1 EZH2 FLI1 FLNA FRA10AC1 HEPHL1 HNRNPR KCNJ2 KCNJ5 NOG PIGH RAB3GAP2 RFX7 RNF6 RSPRY1 SALL1 SATB2 TGFBR2 WWOX XYLT1 HP_TOE_DEFORMITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TOE_DEFORMITY AARS1 ADCY6 AEBP1 ARX ASXL1 ATN1 ATP6V1E1 BCOR BLTP1 BMPER BPTF BSCL2 CCDC22 CCDC47 CDC42 CHCHD10 CHP1 CHST11 COA7 CPLX1 CPT1C CREBBP CTU2 DCAF8 DDX6 DHCR7 DLK1 EBP EGR2 EP300 ESCO2 EXT2 EZH2 FBN1 FGFR2 GARS1 GBF1 GDAP1 GDF6 GJA5 GJA8 GLI3 GNB4 HARS1 HNRNPK HSD17B4 HUWE1 INF2 INTS1 INTS8 ITPR3 KAT6A KAT8 KIF1B LMNA LRSAM1 MAD1L1 MAPK1 MED12 MED25 MEG3 MFN2 MORC2 MPV17 MPZ MYH8 MYOD1 NDRG1 NEFL NEK9 NRCAM OTUD6B PCGF2 PDXK PDZD8 PEX7 PHYH PIEZO2 PLEKHG5 PMP2 PMP22 PPP1R21 PRX PUF60 RAB11B RAB3GAP1 RAB3GAP2 RAB7A REEP1 RSPRY1 RTL1 SACS SBF2 SETBP1 SF3B4 SH3TC2 SIGMAR1 SIN3A SLC35A3 SLC35C1 SLC6A9 SMAD4 SNRPN SOD1 SOX5 SPART SYT2 TCF4 TELO2 THOC6 TMCO1 TMEM260 TMEM94 TOR1A TPM2 TRPV4 UBE2A USP9X VCP WIPI2 XYLT2 ZNF407 HP_TOE_JOINT_CONTRACTURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TOE_JOINT_CONTRACTURE AMER1 BCOR CHRNG DSP EIF5A ERCC1 ERLIN2 FBN1 FGFR3 FHL1 FLNA GLI3 HSPG2 IPO8 JUP LIFR MMP2 MYH3 MYL11 NOD2 NT5C2 PHF6 PIEZO2 PIGN PPP2R5D PRG4 PSMB8 RYR3 SCARF2 SLC29A3 TBC1D2B TGFB3 HP_TOE_SYNDACTYLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TOE_SYNDACTYLY ADNP ALDH1A2 AP1G1 APC APC2 ARCN1 ARHGAP31 ARL6IP6 ATP6V1B2 ATP9A B3GLCT BBS7 BCOR BCR BHLHA9 BMP2 BMP4 BMPR1B BMS1 BRCA1 BRCA2 BRD4 BRIP1 CACNA1C CAMTA1 CCNQ CD96 CDC45 CDH3 CEP120 CEP55 CERT1 CKAP2L CLCF1 CNOT2 CNTNAP1 CPLANE1 CREBBP CRKL CSGALNACT1 CTCF CUL4B DACT1 DDX11 DDX6 DEAF1 DHCR7 DLL4 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYRK1A EBP EFNB1 EN1 EP300 ERCC4 ESCO2 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAT4 FBLN1 FBXW11 FDFT1 FGF10 FGF16 FGF9 FGFR1 FGFR2 FGFR3 FIG4 FLI1 FLII FLNA FRAS1 FREM2 GABRA3 GDF5 GJA1 GLI3 GNA11 GNE GPC3 GPC4 GRIP1 H3-3A H4C9 HDAC4 HDAC8 HEPHL1 HOXD13 IFT140 IFT172 IFT43 IFT80 IL11RA IQCE IQSEC2 IRF6 ITGB4 JARID2 KCNJ2 KCNJ5 KCTD1 KIAA0753 KIF7 KMT2A KMT2B LIG4 LMBR1 LRP4 MAB21L2 MAD2L2 MAN1B1 MAP3K20 MAPK1 MAPRE2 MCTP2 MECP2 MED25 MEF2C MEGF8 MEIS2 MIR17HG MRPS28 MYCN MYH8 MYRF NBN NECTIN1 NECTIN4 NEDD4L NEK9 NIPBL NOG NSD1 NSDHL NSUN2 NXN OTUD6B PALB2 PDE6D PHGDH PHIP PIGY PIK3CA PLEC POLR3A POLR3GL PORCN PRKD1 PSAT1 PSMD12 PUF60 RAB23 RAD21 RAD51 RAD51C RAI1 RALA RBBP8 RBPJ RFWD3 RHOA RIPK4 ROR2 RPL10 SALL1 SALL4 SATB1 SC5D SCARF2 SCNM1 SETD2 SETD5 SF3B4 SHANK3 SHH SHMT2 SIK3 SIN3A SLC12A2 SLC12A6 SLC39A8 SLX4 SMAD2 SMAD4 SMARCAD1 SMC1A SMC3 SMO SMOC1 SOX5 STAG1 SVBP SYT1 TBCK TBR1 TBX15 TBX22 TCTN3 TELO2 TFAP2B TMEM231 TP63 TRIO TRMT5 TRRAP TTC21B TTI2 TWIST1 TWIST2 TXNL4A UBA2 UBE2A UBE2T WDPCP WDR19 WLS WNT10B WNT7A XRCC2 ZMIZ1 ZNF699 HP_TONGUE_ATROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TONGUE_ATROPHY DOK7 ECEL1 EXOSC3 FRG1 GSN IGHMBP2 KY MORC2 NEFL NOP56 OPTN PANK2 SBF2 SH3TC2 SLC52A3 SPTLC1 HP_TONGUE_FASCICULATIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TONGUE_FASCICULATIONS ADPRS AGTPBP1 AIFM1 ASAH1 ATP11A ATP1A2 CACNA1A CHCHD10 EGR2 EXOSC3 EXOSC8 EXOSC9 FXR1 KCNK9 LGI3 MEGF10 MPZ NDUFS4 NOP56 OPTN PMP22 PRRT2 PRUNE1 PRX RMND1 SCN1A SH3TC2 SLC25A21 SLC25A46 SLC52A2 SLC52A3 SMN1 SMN2 SPTLC1 SYT2 TBCD TOE1 TSPYL1 UBA1 VCP VRK1 VWA1 HP_TONGUE_NODULES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TONGUE_NODULES CPLANE1 ECM1 FAM149B1 KIAA0753 KIF7 NEK1 OFD1 PDE11A PDE6D PRKAR1A RBM10 SCNM1 TCTN3 TMEM216 TOPORS HP_TONGUE_THRUSTING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TONGUE_THRUSTING BRAF CDKL5 DDC FOXG1 GABBR2 GLYCTK GRIK2 KIF15 MECP2 NTNG1 OCA2 SHANK3 SMC1A TPR UBE3A ZSWIM6 HP_TONIC_SEIZURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TONIC_SEIZURE ADGRV1 ADNP AKT3 ALG13 ARFGEF1 ARHGEF9 ARX ATP1A3 ATP6V0A1 ATP6V1A CACNA1A CACNA1B CACNA1C CACNB4 CASK CDKL5 CENPE CEP85L CHD2 CLCN3 CLCN4 CNPY3 COG2 COQ8A CPLX1 CUL3 CUX2 D2HGDH DENND5A DMXL2 DNM1 DOCK7 DPM1 EEF1A2 EN1 FBXO28 FGF12 FZR1 GABBR2 GABRA1 GABRA3 GABRA5 GABRB3 GABRG2 GNAO1 GNB1 GRIA2 GRIA3 GRIK2 GRIN1 GRIN2A GRM7 HCN2 HID1 HNRNPU KARS1 KCNA1 KCNC2 KCNQ2 KCNQ3 KCNQ5 KCNT1 KCNT2 KDM5C LNPK MAPK10 MAST3 MDH2 MECP2 MTHFS MTOR NACC1 NAPB NECAP1 NEUROD2 NEXMIF NGLY1 NSF PACS2 PAFAH1B1 PCDH12 PCDH19 PHACTR1 PIGP PIGQ PIGT PIGW PIK3CA PLCB1 PLPBP PNKP POMK PPFIBP1 PPP3CA PRRT2 PSAP PTPN23 PURA RPL10 RUSC2 SATB1 SCN1A SCN1B SCN2A SCN8A SCN9A SIK1 SLC1A2 SLC25A12 SLC25A22 SLC32A1 SLC38A3 SLC6A19 SQOR ST3GAL3 STX1B STXBP1 SYNJ1 SZT2 TANGO2 TBCD TBL1XR1 TMEM147 TRIM8 TSEN2 TUBA1A UFSP2 VPS50 VPS53 WDR45B HP_TOOTH_ABSCESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TOOTH_ABSCESS DLX3 DMP1 ELANE ENPP1 FGF23 NTRK1 PHEX HP_TOOTH_MALPOSITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TOOTH_MALPOSITION ABCC9 ABL1 ACP4 ACP5 ACTA1 ACTL6B ACVR1 ADAMTS10 ADAMTS2 ADNP AEBP1 AFF3 AGO2 AIMP2 AIP ALKBH8 ALX3 ALX4 AMELX AMER1 AMMECR1 ANKH ANKRD11 ARHGAP29 ARHGEF38 ARL6 ARSK ASPH ASXL3 ATP6V1B2 ATP6V1E1 ATR ATRX AXIN2 B3GLCT BANF1 BAP1 BAZ1B BBS1 BCAS3 BCL7B BCOR BMP2 BMP4 BPTF BRAF BRCA1 BRD4 BRF1 BUD23 C12orf57 CA2 CAMK2B CBS CCDC28B CCDC47 CDC42 CDC42BPB CDH1 CDH11 CDH3 CDK19 CDK5RAP2 CERT1 CHD3 CHRNE CHRNG CHST3 CHSY1 CLCN7 CLIP2 CLP1 CNOT2 COBLL1 COL1A2 COL3A1 COL5A1 CREBBP CTSK CUL4B DCHS1 DDR2 DHCR7 DLG1 DLX3 DLX4 DNAJC30 DNMT3A DOCK3 DOCK7 DPH1 DPH2 DPM2 DSE DSPP DVL1 DVL3 DYRK1A EDA EDARADD EDN1 EDNRA EIF2S3 EIF4H ELN EMC10 ENAM EP300 ERCC1 ERCC4 ERCC6 ERCC8 EXOSC5 EYA1 FAM83H FAT4 FBN1 FGF10 FGF3 FGFR1 FGFR2 FGFR3 FKBP6 FLCN FLNA FRAS1 FREM1 FREM2 FZD2 GALNS GATAD2B GFPT1 GJA1 GJA5 GJA8 GLB1 GLI2 GNAI3 GNAS GNB2 GPC3 GPC4 GPR101 GPR68 GRB10 GRHL3 GRIP1 GTF2I GTF2IRD1 GTF2IRD2 GUSB H19 H4C5 HACD1 HDAC4 HDAC8 HIVEP2 HK1 HMGB3 HNRNPH1 HNRNPK HRAS HSPG2 IDS IFT122 IFT140 IFT43 IFT52 IFT57 IGF2 IL11RA IL1RAPL1 IL6ST INSR IRF6 IRX5 ITGA7 ITGB6 KANSL1 KATNB1 KCNH1 KCNJ2 KCNJ5 KCNMA1 KCNN3 KDM1A KDM5C KDM6A KIAA0753 KIDINS220 KIF15 KLK4 KMT2D LARP7 LGI4 LIMK1 LMBRD2 LMNA LOX LRP5 LRP6 LTBP3 MADD MAN2B1 MAP2K1 MAP3K20 MAP3K7 MAPK1 MARS1 MASP1 MBD5 MECP2 MED12 MED13L MED27 MEGF8 METTL27 MGAT2 MLXIPL MMP20 MSX1 MTM1 MYH3 MYL2 MYMX MYOD1 NAA10 NAA20 NARS1 NCF1 NDST1 NECTIN1 NECTIN4 NEDD4L NHS NIPBL NONO NOTCH2 NOTCH3 NSDHL NXN OBSL1 OCA2 OCRL OFD1 PACS1 PACS2 PAX1 PAX9 PCGF2 PCYT1A PDE4D PDGFRA PEX6 PIGA PIGK PIGL PIGS PIK3R1 PLCB4 PLEKHM1 PLOD1 POLD1 POLR1B POLR1C POLR1D POLR2A PORCN PPP1CB PRKACA PRKAR1A PRKD1 PRMT7 PRR12 PSMD12 PTEN PTH1R PTPN11 PTPRF PUS7 PYROXD1 RAB3GAP1 RAB3GAP2 RAD21 RAI1 RDH11 RECQL RELT RFC2 RHOA RHOBTB2 RIC1 RLIM RNF113A RNF2 ROR2 RPL10 RPS6KA3 RUNX2 SATB1 SATB2 SCARF2 SCN4A SCUBE3 SELENON SET SETBP1 SETD1A SETD5 SH3BP2 SH3PXD2B SHANK3 SIX1 SKI SLC39A13 SMAD3 SMARCA2 SMARCD2 SMC1A SMC3 SMC5 SMCHD1 SMS SNRPN SNX14 SOBP SOS1 SOST SOX5 SPART SPECC1L SPEN SSR4 STAG1 STX1A SUMO1 TAB2 TAF6 TANC2 TBC1D24 TBC1D2B TBCD TBL1XR1 TBL2 TBX4 TCF12 TCF4 TCIRG1 TCOF1 TECPR2 TGFA THOC6 TMEM270 TP63 TPM2 TPM3 TRIM37 TRIO TRPS1 TSPAN7 TTI2 TUBGCP2 TWIST1 TWIST2 UBE3A UBE3B UPF3B USP9X VPS37D WDR26 WDR35 WNT10A WNT10B WNT5A XRCC4 XYLT1 ZBTB7A ZDHHC9 ZEB2 ZMPSTE24 ZNF526 ZSWIM6 HP_TORSADE_DE_POINTES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TORSADE_DE_POINTES AKAP9 ALG10B ANK2 CACNA1C CALM1 CALM2 CALM3 CAV3 HCN4 KCNE1 KCNE2 KCNH2 KCNJ2 KCNJ5 KCNQ1 NAA10 NOS1AP RYR2 SCN10A SCN4B SCN5A SNTA1 TANGO2 TBX5 TRDN HP_TORSION_DYSTONIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TORSION_DYSTONIA ADAR HPCA PRRT2 SLC2A1 TAF1 THAP1 TOR1A TUBB4A HP_TORTUOUS_CEREBRAL_ARTERIES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TORTUOUS_CEREBRAL_ARTERIES ALDH18A1 APP COL5A1 IPO8 SMAD3 HP_TOTAL_ANOMALOUS_PULMONARY_VENOUS_RETURN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TOTAL_ANOMALOUS_PULMONARY_VENOUS_RETURN ACVR2B CDC42 CFAP53 DHCR24 GDF1 GPC3 GPC4 MMP21 NIPA1 NIPA2 NODAL RPS15A TUBG1 WT1 ZIC3 HP_TOTAL_OPHTHALMOPLEGIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TOTAL_OPHTHALMOPLEGIA CDKL5 GABBR2 GRIN1 MECP2 NTNG1 POLG SMC1A TMEM67 HP_TRACHEAL_CALCIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TRACHEAL_CALCIFICATION ARSL DDR2 EBP LBR MGP HP_TRACHEAL_STENOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TRACHEAL_STENOSIS ADAMTSL2 ARSL BUB1 DDRGK1 DHCR7 EBP EXTL3 FLNB FOXI1 FRAS1 FREM2 GRIP1 HOXD13 HYLS1 IDUA KCNJ10 KIF7 LTBP3 MAP3K7 MGP PCNT RMRP RSPO2 SLC26A2 SLC26A4 SMAD4 WNT3 ZEB2 HP_TRACHEOBRONCHOMALACIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TRACHEOBRONCHOMALACIA EHMT1 GMNN IDS RAC1 SCUBE3 SLC26A2 SOX9 HP_TRACHEOESOPHAGEAL_FISTULA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TRACHEOESOPHAGEAL_FISTULA ARNT2 BAZ1B BCL7B BRCA1 BRCA2 BRIP1 BUD23 CHD7 CLIP2 CTC1 CYBA CYBB CYBC1 DKC1 DNAJC30 EIF4H ELN ERCC4 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FBN2 FGF20 FGFR1 FKBP6 FOXF1 GFRA1 GREB1L GTF2I GTF2IRD1 GTF2IRD2 HESX1 HOXD13 ITGA8 LIMK1 LMBRD1 MAD2L2 METTL27 MID1 MLXIPL MYCN NCF1 NCF2 NCF4 NHP2 NOP10 NOTCH3 NPM1 OTX2 PAICS PALB2 PARN PDGFRB POLA1 POLR1B POLR1C POLR1D PROKR2 RAD51 RAD51C RET RFC2 RFWD3 RTEL1 SALL1 SEMA3E SLC12A2 SLX4 SOX2 SOX3 STX1A TBL2 TCOF1 TERC TERT TINF2 TMEM270 TYMS UBA2 UBE2T USB1 VPS37D WBP11 WNT7A WNT9B WRAP53 XRCC2 ZIC3 HP_TRACHEOMALACIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TRACHEOMALACIA AFF4 AHDC1 AMER1 B3GALT6 BMPER COL2A1 DCHS1 EHMT1 EMC1 ERF FAT4 FGFR2 FLNB GMNN HDAC4 HK1 HRAS IDS KANSL1 KIF22 KMT2C LTBP4 MID1 MYRF ORC4 ORC6 PAX3 POLG PRRX1 RAB3GAP2 RAC1 RALGAPA1 RPL5 SCUBE3 SETD2 SLC26A2 SNRPB SOX9 TONSL TRIM2 TRRAP USP9X WDR26 ZNF699 HP_TRACTIONAL_RETINAL_DETACHMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TRACTIONAL_RETINAL_DETACHMENT ATOH7 CTNNB1 FZD4 LRP5 NDP TSPAN12 VCAN ZNF408 HP_TRANSIENT_GLOBAL_AMNESIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TRANSIENT_GLOBAL_AMNESIA AKT1 BAP1 CTSH HCRT HLA-DQB1 HLA-DRB1 MEN1 MOG NF2 P2RY11 PDGFB PIK3CA SMARCB1 SMARCE1 SMO SUFU TERT TNFSF4 TRAF7 TRANK1 YY1 ZNF365 HP_TRANSIENT_HYPERPHENYLALANINEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TRANSIENT_HYPERPHENYLALANINEMIA GCH1 IMPDH2 NR4A2 PCBD1 SPR HP_TRANSIENT_ISCHEMIC_ATTACK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TRANSIENT_ISCHEMIC_ATTACK ABCC6 ACTA2 ACTB ACTC1 ACTG1 ACVRL1 ADAMTS13 ANGPTL6 CALR CITED2 COL3A1 ELN ENG ENPP1 FBN1 FOXE3 GATA4 GATA6 GDF2 GLA HEY2 HTRA1 JAK2 KRAS LMNA LOX MAT2A MFAP5 MPL MYBPC3 MYH11 MYH6 MYLK NKX2-5 NOTCH3 PRKG1 RNF213 SH2B3 SMAD2 SMAD3 SMAD4 SMARCAL1 SON TBX20 TET2 TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 THPO THSD1 THSD4 TLL1 TP53 ZMPSTE24 HP_TRANSIENT_NEONATAL_DIABETES_MELLITUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TRANSIENT_NEONATAL_DIABETES_MELLITUS ABCC8 APPL1 BLK CEL GCK HNF1A HNF4A HYMAI INS KCNJ11 KLF11 NEUROD1 PAX4 PDX1 PLAGL1 ZFP57 HP_TRANSIENT_NEUTROPENIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TRANSIENT_NEUTROPENIA CLPB DNAJC21 EFL1 FIBP IRAK4 SBDS SPI1 SRP54 HP_TRANSPOSITION_OF_THE_GREAT_ARTERIES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TRANSPOSITION_OF_THE_GREAT_ARTERIES ACVR2B ATP2B1 BMP2 CCDC103 CCDC39 CCDC40 CCDC65 CCNO CFAP221 CFAP298 CFAP300 CFAP53 CFAP74 CFC1 CIROP DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAL1 DRC1 FANCB FKTN FOXJ1 GAS2L2 GAS8 GATA4 GATA6 GDF1 GJA5 GJA8 GNB2 GPC3 GPC4 HYDIN LMNA LRRC56 MCIDAS MED13L MEGF8 MMP21 NEK10 NKX2-5 NKX2-6 NME5 NME8 NODAL ODAD1 ODAD2 ODAD3 ODAD4 OFD1 PHGDH PIGL PLXND1 QRICH1 RAB23 RPGR RSPH1 RSPH3 RSPH4A RSPH9 SMAD2 SMG9 SPAG1 SPEF2 STK36 TBX1 TTC12 WT1 ZIC3 ZMPSTE24 ZMYND10 ZNF462 HP_TREMOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TREMOR AARS1 AARS2 AASS ABCB11 ABCB4 ABCB6 ABCB7 ABHD12 ACBD5 ACTL6B ADA2 ADAMTS13 ADAR ADCY5 ADGRV1 ADH1C ADPRS ADRA2B AFG3L2 AHI1 AIFM1 AKT1 ALDH18A1 ALS2 AMACR ANO10 ANO3 ANOS1 AP2M1 AP3B2 APC2 APTX AR ARL13B ARL3 ARMC9 ARSA ARV1 ARX ASAH1 ASNS ATCAY ATG7 ATM ATN1 ATP13A2 ATP1A2 ATP1A3 ATP2B3 ATP6AP2 ATP6V1A ATP7B ATP8B1 ATXN1 ATXN10 ATXN2 ATXN7 ATXN8OS B9D1 B9D2 BAZ1B BCL7B BEAN1 BRAT1 BSCL2 BUD23 C19orf12 CA8 CACNA1A CACNA1B CACNA1C CACNA1G CACNA1S CACNA2D1 CAMTA1 CARS1 CARS2 CASK CBY1 CC2D2A CCDC141 CCDC88C CD28 CDC42BPB CDH23 CDK19 CDKL5 CELF2 CEP104 CEP120 CEP126 CEP41 CHCHD10 CHCHD2 CHD2 CHD7 CIZ1 CLCN2 CLCN7 CLIP2 CLN5 CLPB CLTC CNKSR2 CNTN2 COA7 COL6A3 COQ2 COQ5 COQ8A CP CPLANE1 CRAT CSPP1 CSTB CTC1 CTDP1 CTH CTLA4 CTNND2 CTSF CUL4B CWF19L1 CYFIP2 CYP27A1 CYP7B1 DAB1 DALRD3 DARS2 DCC DCTN1 DDC DDOST DHDDS DLST DMXL2 DNAJC13 DNAJC19 DNAJC30 DNAJC6 DNM1 DNM1L DNMT1 DNMT3A DPAGT1 DPM1 DRD3 DUSP6 EEF1A2 EIF2AK2 EIF4G1 EIF4H ELN ELOVL1 ELOVL4 ELOVL5 EPAS1 EPRS1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ERLIN2 FAM149B1 FAR1 FARS2 FBXO28 FBXO7 FEZF1 FGF12 FGF13 FGF14 FGF17 FGF8 FGFR1 FH FKBP6 FLRT3 FLVCR1 FMR1 FRMPD4 FTL FUS FXN FZR1 GABBR2 GABRA1 GABRA2 GABRA3 GABRA5 GABRB2 GABRD GABRG2 GALC GALT GAMT GBA1 GBA2 GCDH GCH1 GCK GGT1 GIGYF2 GJA5 GJA8 GJB1 GJC2 GLUD2 GNAO1 GOSR2 GPAA1 GPT2 GRIA3 GRIK2 GRIN1 GRIN2D GRM1 GRM7 GSS GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GTPBP2 HCN1 HESX1 HEXB HIBCH HMBS HMGA2 HNF4A HPCA HS6ST1 HSD17B4 HSPD1 HTRA2 HTT HYCC1 HYLS1 IFIH1 IFRD1 IFT74 IL17RD IMPDH2 INPP5E ITM2B ITPA ITPR1 JAG1 JPH3 KARS1 KATNIP KCNA1 KCNA2 KCNB1 KCNC1 KCNC3 KCND3 KCNJ10 KCNJ18 KCNK4 KCNN2 KIAA0586 KIAA0753 KIF1B KIF1C KIF7 KMT2B KNSTRN LAMA1 LEMD2 LEMD3 LIMK1 LMAN2L LMNB1 LNPK LRP12 LRPPRC LRRK2 LSM11 LYST MAG MAN1B1 MAOA MAPT MARCHF6 MARS1 MAX MDH2 MECP2 MED11 MEN1 METTL27 MFN2 MICU1 MKS1 MLXIPL MMAA MMACHC MME MORC2 MPLKIP MPZ MRE11 MRPL12 MRPS34 MSTO1 MT-ATP6 MT-CO1 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MT-TT MTFMT MYBPC1 MYH14 MYL2 MYO5A NARS1 NAXE NCF1 NDNF NDRG1 NDUFS2 NECAP1 NEFL NEMF NEU1 NEUROD2 NEXMIF NF1 NFASC NFE2L2 NGF NGLY1 NIPA1 NKX2-1 NKX6-2 NOL3 NONO NOP56 NOTCH2NLC NPHP1 NPTX1 NR1H4 NR4A2 NSD1 NTNG1 NTNG2 NTRK2 NUS1 NUTM2B-AS1 OCA2 OFD1 OPA1 OPA3 OPHN1 OXR1 PACS2 PAH PANK2 PARK7 PARS2 PCBD1 PCDH19 PDE10A PDE6D PDE8B PDGFB PDGFRB PDHA1 PDK3 PDYN PEX10 PEX16 PEX2 PEX6 PGAP1 PGK1 PHIP PI4KA PIBF1 PIGA PIGN PIGP PIGQ PIK3CA PIK3CD PIK3R5 PINK1 PITRM1 PLA2G6 PLP1 PMM2 PMP2 PMP22 PMPCA PNKP PNP PNPLA6 PODXL POLG POLG2 POLR1C POLR3A POLR3B POU4F1 PPP1R15B PPP2R2B PPP3CA PRDX1 PRDX3 PRICKLE1 PRKAR1B PRKCG PRKN PRKRA PRNP PROK2 PROKR2 PRORP PRPS1 PSAP PTEN PTS PUS7 QDPR QRICH1 RAB39B RAB3GAP2 RARS1 REEP2 REPS1 RET RFC1 RFC2 RILPL1 RLIM RNASEH2A RNASEH2B RNASEH2C RNF113A RNU12 RNU7-1 RORA RPGRIP1L RPL10 RRM2B SACS SAMD12 SAMHD1 SATB1 SBF2 SCARB2 SCN1A SCN1B SCN2A SCN3A SCN8A SCN9A SCP2 SCYL1 SDHA SDHAF2 SDHB SDHC SDHD SEMA3A SEMA6B SETD2 SETX SFXN4 SGCE SH3TC2 SIGMAR1 SIK1 SLC12A6 SLC13A5 SLC18A2 SLC19A3 SLC1A2 SLC1A3 SLC20A2 SLC25A11 SLC25A13 SLC25A22 SLC25A4 SLC25A46 SLC2A1 SLC30A10 SLC32A1 SLC38A3 SLC39A14 SLC39A4 SLC5A7 SLC6A1 SLC6A17 SLC6A3 SLC9A1 SMC1A SMG9 SMN1 SMN2 SNCA SNCAIP SNORD118 SNRPN SNX10 SOX10 SPEN SPG11 SPR SPRY4 SPTBN1 SPTBN2 SPTLC1 SQSTM1 STARD7 STUB1 STX1A STX1B STXBP1 SUFU SYNGAP1 SYNJ1 SZT2 TACR3 TAF1 TARS1 TAT TBC1D24 TBL2 TBP TCIRG1 TCTN1 TCTN2 TCTN3 TECR TENM4 TFG TGM6 TH THG1L THOC2 TIMM8A TK2 TMCO1 TMEM106B TMEM127 TMEM216 TMEM218 TMEM222 TMEM237 TMEM240 TMEM270 TMEM63A TMEM67 TMEM70 TNFRSF1B TNFSF11 TNNT1 TNPO2 TOGARAM1 TOPORS TOR1A TPI1 TPK1 TPP1 TPR TRAK1 TRAPPC11 TRAPPC6B TREX1 TRIM8 TRIO TRMT5 TSFM TSHR TSPOAP1 TTC19 TTPA TTR TUBB4A TWNK UBA5 UBE3A UBE3C UCHL1 UFC1 UGT1A1 UQCRC1 UROC1 VAMP1 VAPB VCP VHL VLDLR VPS13A VPS13C VPS13D VPS35 VPS37D VRK1 VWA3B WARS2 WDR11 WDR45 WDR81 WFS1 WWOX XPNPEP3 YEATS2 YWHAG YY1 ZFR ZFYVE26 ZNF142 HP_TREMOR_BY_ANATOMICAL_SITE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TREMOR_BY_ANATOMICAL_SITE AARS1 AARS2 ABCB6 ADRA2B AFG3L2 ALS2 ANO3 ATP7B CACNA1G CAMTA1 CARS2 CDC42BPB CEP104 CIZ1 CLN5 CNTN2 COL6A3 CTNND2 DDC DNMT1 DRD3 EIF2AK2 ERLIN2 FGF14 FUS GBA2 GCK GJB1 GJC2 GRIA3 HIBCH HSPD1 IFRD1 ITPA ITPR1 KARS1 KCNN2 KIF1C LAMA1 LMNB1 MARCHF6 MARS1 MFN2 MORC2 MPZ MYBPC1 NEFL NGF NKX6-2 NOP56 NOTCH2NLC NPTX1 PDGFB PDK3 PEX16 PEX6 PGAP1 PHIP PI4KA PIK3R5 PLA2G6 PLP1 PMP2 PMP22 POLG PPP2R2B RAB3GAP2 RNU12 SAMD12 SCP2 SETX SH3TC2 SIGMAR1 SLC12A6 SLC6A17 SMN1 SMN2 SNRPN SPG11 SPTBN1 SPTLC1 STUB1 TAF1 TBC1D24 TENM4 TFG TMEM63A TOR1A TRAPPC6B TRIM8 TSHR TUBB4A UBE3A UCHL1 VPS13A VRK1 YEATS2 ZFR ZFYVE26 HP_TRIANGULAR_FACE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TRIANGULAR_FACE ADGRG6 AGPAT2 ALDH18A1 ALG12 ANKRD11 ANKRD17 AP1S2 ARX ATP6V1A ATP6V1E1 B9D1 BMP1 BPTF BRAF BSCL2 BSND BUB1 BUB1B BUB3 CAV1 CBL CCDC8 CDC6 CDK10 CDKN1C CEP57 CLCNKA CLCNKB COL1A1 COL1A2 CUL7 DCAF17 EBF3 ELN EMC10 EPG5 ERCC6 FANCC FANCI FBLN5 FBN1 FKBP10 FLCN FOCAD FRA10AC1 GBA1 GJA5 GJA8 GMPPA GRB10 H19 H4C5 HERC1 HMGA2 HS6ST2 HUWE1 IFITM5 IGF1R IGF2 JAG1 JARID2 KAT6A KCNJ1 KCNJ2 KCNJ5 KRAS LARP7 LEMD2 LEMD3 LZTR1 MAFB MAP2K1 MCTP2 MED12 MED12L MED13L MRAS MTX2 MVK MYCN MYH3 MYOD1 NALCN NECTIN1 NFIX NONO NOTCH2 NRAS NSD1 OBSL1 ORC6 PAPPA2 PAX7 PEX13 PEX14 PEX19 PIEZO2 PIK3R1 PLAG1 PLOD2 POC1A POLR3A PPP2R5D PQBP1 PRKG2 PRPS1 PSMD12 PTF1A PTPN11 PUS7 PYCR1 PYCR2 RAF1 RAI1 RASA2 RERE RIT1 RRAS RRAS2 SCUBE3 SEC24D SEC31A SERPINH1 SIN3A SLC25A24 SLC45A1 SMARCA2 SMARCAL1 SMC1A SMC5 SOS1 SOS2 SOX6 SPOP SPRED1 SPRED2 SPRTN SRCAP STAG2 SYNGAP1 TALDO1 TAOK1 TBX2 TMEM94 TNNI2 TNNT3 TNRC6B TRIM37 TRIP13 TRMT5 TRPS1 UNC80 XRCC4 ZMYM2 ZNF148 ZNF699 HP_TRIANGULAR_MOUTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TRIANGULAR_MOUTH BAP1 BUB1B CHRNG COLQ DVL1 DVL3 ERCC2 GTPBP2 INPP5E KIF7 LAMB2 NCAPG2 NXN PIGA PPP1CB ROR2 SCN4A SNRPN TFAP2B WNT5A HP_TRIANGULAR_SHAPED_PHALANGES_OF_THE_HAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TRIANGULAR_SHAPED_PHALANGES_OF_THE_HAND BMP2 BMPR1B CANT1 CHST11 DDR2 GDF5 KCNH1 HP_TRICEPS_WEAKNESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TRICEPS_WEAKNESS ADSS1 AGRN AK9 CHRNA1 CHRNB1 CHRND CHRNE COL13A1 DOK7 DYSF FBXO38 JAG1 LRP4 MFN2 MUSK POMT1 RAPSN SCN4A HP_TRICHILEMMOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TRICHILEMMOMA GJB2 GJB6 KLLN PTEN SEC23B HP_TRICHORRHEXIS_NODOSA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TRICHORRHEXIS_NODOSA AARS1 ASL CLCN6 ERCC2 GJA1 GTF2H5 HEPHL1 KDF1 KRT25 MPLKIP SKIC2 SKIC3 SPINK5 HP_TRICUSPID_ATRESIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TRICUSPID_ATRESIA ARVCF COMT GP1BB HIRA JMJD1C MYCN PLD1 RREB1 SEC24C TBX1 TMEM260 UFD1 HP_TRICUSPID_STENOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TRICUSPID_STENOSIS ADAMTSL2 CHST3 FBN1 MYCN PLD1 RPS19 HP_TRICUSPID_VALVE_PROLAPSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TRICUSPID_VALVE_PROLAPSE CHST14 COL1A1 COL5A1 COL5A2 COX7B FBN1 FGFR1 FLNA HCCS KRAS NDUFB11 PCGF2 PLD1 HP_TRIGONOCEPHALY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TRIGONOCEPHALY ACTB ACTG1 ADNP ARHGEF9 ASXL1 ASXL3 C2CD3 CD96 CHD4 DPF2 DPH1 DPH2 DPM1 DPM2 EFTUD2 FGFR1 FGFR2 FLCN FLI1 FREM1 FRMPD4 GLI3 GNPTAB GPC3 GPC4 GTF2H5 HUWE1 IFT140 IL11RA LMNB1 LMNB2 MEGF8 MSX2 MYSM1 NUP188 PDHX PLOD1 PPP3CA PTCH1 RB1 SLC6A9 SOX4 USP7 ZIC2 HP_TRIPHALANGEAL_THUMB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TRIPHALANGEAL_THUMB ADA2 ATP6V1B2 BRCA1 BRCA2 BRIP1 CHN1 DACT1 DLX5 ERCC4 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FGFR2 FGFR3 GATA1 GLI3 HEATR3 KCNN3 KIF7 LMBR1 MAD2L2 MAFB MSX2 PALB2 PIGB PIGF RAD51 RAD51C RFWD3 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 SALL1 SALL4 SF3B4 SHH SLX4 TBC1D24 TBX5 TP63 TSR2 TWIST1 UBE2T XRCC2 HP_TRISMUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TRISMUS CLPB COL2A1 CRLF1 EDNRA GBA1 HSPG2 IL6ST KCNC2 LIFR MYH8 MYMK PNKD PRRT2 SF3B4 TPM2 HP_TRITANOMALY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TRITANOMALY C1QTNF5 DNM1L GUCY2D NR2E3 OPA1 OPA3 OPN1SW POC1B RBP4 HP_TROPHIC_CHANGES_RELATED_TO_PAIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TROPHIC_CHANGES_RELATED_TO_PAIN ATL1 ATL3 NTRK1 SPTLC1 SPTLC2 HP_TRUE_HERMAPHRODITISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TRUE_HERMAPHRODITISM B9D1 B9D2 CC2D2A CEP290 CSPP1 MKS1 NR5A1 RPGRIP1 RPGRIP1L SOX9 SRY TCTN1 TCTN2 TCTN3 TMEM107 TMEM216 TMEM231 TMEM237 TMEM67 TXNDC15 WT1 HP_TRUNCAL_ATAXIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TRUNCAL_ATAXIA ABCD1 ADGRG1 ANO10 AP2M1 APTX ATCAY ATG5 ATN1 ATP1A3 ATP2B3 ATP8A2 ATXN1 ATXN3 BCL11A CACNA1A CACNB4 CEP120 CERS1 CLN5 COG5 COX6B1 CWF19L1 CYP7B1 DAB1 DARS2 DOHH EBF3 EEF2 EIF2AK2 FGF14 GBA2 GRID2 HARS1 HIBCH ITPR1 KCND3 KCTD7 LRPPRC MAST1 MECP2 MSTO1 MT-TN MT-TS1 NAT8L NDUFA13 NKX6-2 NOP56 OPA1 PEX10 PIGA POLG POLR3A PPP1R15B PRNP RNU12 SACS SDHA SHMT2 SLC1A3 SLC25A15 SLC30A10 SLC52A3 SLC9A6 SPTBN2 STUB1 SURF1 SYT14 TPK1 TRAPPC11 TTBK2 TTR UROC1 VLDLR VPS13D VPS41 VWA3B WDR81 HP_TRUNCAL_OBESITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TRUNCAL_OBESITY ADNP AKT2 ALMS1 ARL6 ATRX BBS1 BBS9 BPTF BRAF BRD4 CCDC28B CDH23 CFAP410 CREBBP DLK1 DYRK1B EP300 FMR1 GHR GJA5 GJA8 GNAS HDAC8 IGF1 IGF1R IGFALS INPP5E LAS1L MAN1B1 MC4R MEG3 NIPBL NR3C1 PCNT PCSK1 PDE11A PHF6 PIGA POMC PRKAR1A PSMD12 RAD21 RNPC3 RTL1 SLC10A7 SLC7A7 SMC1A SMC3 THOC2 TP53 TRAPPC9 USP48 USP8 VPS13B WAC XRCC4 XYLT1 ZBTB20 HP_TRUNCAL_TITUBATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TRUNCAL_TITUBATION ACBD5 BRAT1 FLVCR1 HYCC1 ITPR1 SLC19A3 THG1L TPP1 HP_TRUNCUS_ARTERIOSUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TRUNCUS_ARTERIOSUS ARVCF BCR COMT CRKL DLL4 GATA6 GJA5 GJA8 GP1BB HIRA ITPR1 JMJD1C MAPK1 NEK8 NKX2-5 NKX2-6 PLXND1 PSMD12 PUF60 RREB1 SEC24C STRA6 TBX1 TMEM260 UFD1 HP_TUBE_FEEDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TUBE_FEEDING AASS ABCD1 ACSF3 ACTA1 ADNP AFF4 ALG12 ALG2 ALS2 ANAPC1 ASPA ASXL3 B3GALT6 BLM BRAF BSND C2CD3 CAMLG CARS2 CDC42BPB CDON CLCN6 CLCNKA CLCNKB CLN8 CLPB CLTCL1 COG5 COL2A1 COL4A5 COL4A6 COL7A1 COX8A CREBBP CTCF DALRD3 DCHS1 DEGS1 DISP1 DLK1 DLL1 DNM1 DNM1L DPM1 DPM2 DTYMK DYRK1A EDEM3 EN1 EP300 EPM2A EPRS1 FAT4 FBP2 FDFT1 FGF8 FGFR1 FOXH1 FOXP2 FOXP3 FUS GALC GAS1 GFM2 GLI2 GNB2 GNPTAB GNS GPT2 GRIN1 GRM7 HACD1 HECW2 HERC2 HNRNPK IDH1 ITCH ITGA7 KANSL1 KCNK9 KCNQ5 KIAA0753 KLHL40 KNSTRN KRT14 KRT5 LAMB2 LONP1 LRPPRC MAGEL2 MAP3K20 MECP2 MEG3 MFF MGAT2 MKRN3 MOGS MPDU1 MT-TE MTM1 MTRFR MYL1 MYL2 MYO1H NAA10 NACC1 NALCN NHLRC1 NODAL NONO NPAP1 NRCAM PACS1 PDE10A PDHA1 PGAP1 PGAP2 PGAP3 PIGL PIGO PIGT PIGU PIGV PIGW PIGY PIK3CD PLCH1 PLP1 PNPT1 PPP2R1A PRPS1 PSAP PSAT1 PSMC1 PTCD3 PTCH1 PTPN23 PUF60 PWAR1 PWRN1 RALGAPA1 RAPSN RECQL4 RNF13 RTL1 SATB2 SCN1A SCN3A SCN4A SELENON SEPSECS SETBP1 SHH SIGMAR1 SIM1 SIX3 SLC1A4 SLC35A2 SLC5A6 SMC1A SNORD115-1 SNORD116-1 SNRPN SON SPATA5 SPG11 SPOP SPTBN4 SPTLC1 SRCAP STAG2 STIL SYNE1 TBCK TCEAL1 TDGF1 TFG TGIF1 TOM1 TOR1A TP63 TPM2 TPM3 TRAPPC12 TRIO TRIP4 TRMU TSEN15 TSEN2 TSEN34 TSEN54 TXN2 UBTF UGDH UNC80 VPS50 WAC WDR26 YARS1 YY1 ZIC2 ZNF699 HP_TUBULOINTERSTITIAL_NEPHRITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TUBULOINTERSTITIAL_NEPHRITIS ALMS1 BCS1L BTNL2 CEP83 CLCNKB CPT2 DPH1 DPH2 FAN1 FOXC2 FOXP3 HLA-DRB1 IFT122 INVS MMUT MRPL3 MUC1 PUS3 SLC12A3 SLC30A9 SLC7A7 TRAF3IP1 WDR19 HP_TURRICEPHALY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TURRICEPHALY ACP5 ALG14 AP1G1 ARVCF COMT CRTAP ERF FAM20C FERMT1 FGFR1 FGFR2 FGFR3 FHL1 GJA5 GJA8 GP1BB GPX4 HIRA IL11RA JMJD1C KDM4B MEGF8 MN1 MSX2 P4HB PEX1 PEX5 POR RAB23 RECQL4 RREB1 SEC24C SEC24D SKI SLC12A6 SLC25A24 SOX6 SP7 SYT1 TBX1 TRIP11 TRPM3 TWIST1 UFD1 ZIC1 HP_TYPE_1_MUSCLE_FIBER_ATROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TYPE_1_MUSCLE_FIBER_ATROPHY ACTA1 ALG14 EMD FHL1 HACD1 HNRNPK ITGA7 LMNA MAP3K20 MYL2 RYR1 SELENON SPTBN4 SYNE1 SYNE2 TMEM43 TPM2 TPM3 HP_TYPE_1_MUSCLE_FIBER_PREDOMINANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TYPE_1_MUSCLE_FIBER_PREDOMINANCE ACTA1 ACTN2 AGRN AGTPBP1 AK9 ALG14 ALG2 BIN1 CAV3 CCDC78 CFL2 CHRNA1 CHRNB1 CHRND CHRNE COL13A1 COL6A1 COL6A2 COL6A3 COLQ DNM2 DOK7 DPAGT1 FKBP14 FXR1 GARS1 GDAP1 GFPT1 GMPPB GYG1 KBTBD13 KCNA1 KLHL40 KLHL41 LAMB2 LMOD3 LRP4 MAP3K20 MB MTMR14 MUSK MYF6 MYH2 MYH7 MYL1 MYPN NEB PNPT1 POMT1 RAPSN RYR1 RYR3 SCN4A SELENON SGCG SLC25A12 SMN1 SPEG STIM1 TNNC2 TNNT1 TPM2 TPM3 TTN UNC45B VCP HP_TYPE_2_MUSCLE_FIBER_ATROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TYPE_2_MUSCLE_FIBER_ATROPHY ALG14 CASQ1 CHAT CHRNA1 CHRNE CNBP COLQ GFPT1 LAMB2 LPIN1 MT-CO1 MT-CO3 OBSCN ORAI1 PNPT1 SARS2 SPTBN4 STIM1 HP_TYPE_2_MUSCLE_FIBER_PREDOMINANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TYPE_2_MUSCLE_FIBER_PREDOMINANCE ALG14 CLCN6 COQ5 DYNC1H1 FBXL4 KY OBSCN POLRMT HP_TYPE_E_BRACHYDACTYLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TYPE_E_BRACHYDACTYLY COL2A1 HDAC4 HOXD13 PDE3A PTHLH HP_TYPE_II_DIABETES_MELLITUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TYPE_II_DIABETES_MELLITUS ABCA4 ABCC8 AGBL5 AHI1 AHR AIP AKT2 ALMS1 AMACR AR ARHGEF18 ARL2BP ARL3 ARL6 ATM BAZ1B BBS1 BBS2 BCL7B BEST1 BLM BMP6 BRAF BSCL2 BUD23 CA4 CARS1 CAT CC2D2A CDHR1 CELA2A CEP19 CERKL CFAP418 CLCNKB CLIP2 CLRN1 CNBP CNGA1 CNGB1 CPE CRB1 CRX CTNNB1 CTRC CYP19A1 DHDDS DHX38 DMXL2 DNAJC30 DNMT1 DYRK1B EIF4H ELN ENPP1 EYS FAM161A FBN1 FKBP6 FSCN2 GCGR GCK GLRX5 GPD2 GTF2I GTF2IRD1 GTF2IRD2 GUCA1B HERC2 HGSNAT HMGA1 HNF1A HNF1B HNF4A IDH3A IDH3B IFT140 IFT172 IFT88 IGF2BP2 IL6 IMPDH1 IMPG1 IMPG2 INSR IRS1 IRS2 KCNJ11 KIAA1549 KIZ KLF11 KLHL7 LIG4 LIMK1 LIPC LMF1 LMNA LRAT LRP6 MAFA MAGEL2 MAK MAPK8IP1 MC4R MEN1 MERTK METTL27 MKRN3 MLXIPL MOG MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TE MT-TF MT-TH MT-TK MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW MTNR1B NCF1 NEK2 NEUROD1 NPAP1 NR2E3 NRL OFD1 PAX4 PCARE PCNT PDE6A PDE6B PDE6G PDX1 PEX10 PLCD1 PNPLA6 POLA1 POLR3A POMGNT1 PPARG PPP1R3A PRCD PROM1 PRPF3 PRPF31 PRPF4 PRPF6 PRPF8 PRPH2 PTPN1 PWAR1 PWRN1 RBP3 RDH12 REEP6 RETN RFC2 RGR RHO RLBP1 ROM1 RP1 RP1L1 RP2 RP9 RPE65 RPGR SAG SCAPER SEMA4A SIM1 SIN3A SLC12A3 SLC2A2 SLC30A8 SLC7A14 SNORD115-1 SNORD116-1 SNRNP200 SPATA7 SPINK1 STUB1 STX1A TBL2 TCF7L2 THRB TMEM270 TOPORS TTC8 TUB TULP1 USH2A VPS37D WFS1 WRN XRCC4 ZNF408 ZNF513 HP_TYPE_II_LISSENCEPHALY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TYPE_II_LISSENCEPHALY B3GALNT2 B4GAT1 CRPPA FKRP FKTN GMPPB LAMB1 LARGE1 POMGNT1 POMGNT2 POMK POMT1 POMT2 RXYLT1 TMTC3 TUBB3 HP_TYPE_II_TRANSFERRIN_ISOFORM_PROFILE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TYPE_II_TRANSFERRIN_ISOFORM_PROFILE ATP6AP1 ATP6AP2 B4GALT1 CAMLG COG1 COG4 COG5 COG6 COG7 COG8 GET4 MAN1B1 MGAT2 SLC37A4 SLC39A8 HP_TYPE_I_DIABETES_MELLITUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TYPE_I_DIABETES_MELLITUS ABCC8 ADA2 AIRE CAT CAV1 CLCNKB CNOT1 CORIN CTLA4 DMXL2 DNAJC3 DNASE2 DUT EDA EDA2R EIF2AK3 FLT1 FOXP3 GCK GFM2 GOSR2 GPR35 HLA-DQA1 HLA-DQB1 HNF1A IL18BP IL2RA INS ITCH KCNJ11 KCTD1 LRBA MIA3 MMP14 MMP2 MST1 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TE MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW NAF1 NEUROG3 PI4KA PSTPIP1 SEMA4D SLC12A3 SLC29A3 SLC37A4 SPI1 STAT1 STAT3 STOX1 STUB1 TCF4 TKT TLR8 TOM1 TTC7A HP_TYPE_I_TRANSFERRIN_ISOFORM_PROFILE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TYPE_I_TRANSFERRIN_ISOFORM_PROFILE ALG1 ALG11 ALG12 ALG13 ALG2 ALG3 ALG6 ALG8 DDOST DOLK DPAGT1 DPM1 DPM2 DPM3 MAGT1 MPDU1 MPI PMM2 RFT1 SRD5A3 SSR4 HP_TYPICALLY_DE_NOVO https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TYPICALLY_DE_NOVO ATN1 ATP11A CHD8 EIF2AK1 GNB2 KMT2C MAPK1 PIK3CA PIK3R2 POLR2A SEMA6B ZBTB7A HP_TYPICAL_ABSENCE_SEIZURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TYPICAL_ABSENCE_SEIZURE ADGRG1 ADNP ALDH4A1 ALDH7A1 ALMS1 ASAH1 CACNA1H CACNB4 COL3A1 DPM1 DYRK1A EEF1A2 FBXO28 FRRS1L FZR1 GABRA1 GABRB3 GABRG2 GRIN1 GRIN2A HNRNPK JRK PLPBP PRMT7 PTEN SATB2 SLC2A1 WAC HP_TYPIFIED_BY_INCOMPLETE_PENETRANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TYPIFIED_BY_INCOMPLETE_PENETRANCE ACTN4 ANO3 ATL1 ATP1A2 ATP1A3 ATXN10 BMPR2 BRCA2 CACNA1A CACNA1S CACNB4 CAV1 CDH23 CFC1 CHRNA2 CHRNA4 CHRNA7 CILK1 CLCN2 COL4A1 COL4A2 CPOX CRELD1 CTLA4 CTNNB1 DCC DCX DDX41 DEPDC5 DLST DLX5 DSTYK ELOVL4 ELP1 EPHB4 ERBB3 EYA1 FGF23 FGFR1 FH FLCN FMR1 FOXE3 GABRB3 GABRG2 GATA5 GJA5 GJA8 GJB1 GJC2 GLI2 GPR161 GREB1L GRIN2A HCN1 HNRNPDL IFIH1 IKZF1 INAVA JAG1 KIF11 KIF1B KIF5A KLF13 KMT2B KRIT1 LRP5 LRRK2 LRSAM1 LZTR1 MET MFN2 MN1 MNX1 MSH6 MT-ATP6 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND4 MT-ND4L MT-ND5 MT-ND6 NF2 NLRP12 NPRL2 NPRL3 NR5A1 NRIP1 NRL OPA1 OTULIN PARN PAX2 PDGFB PITX1 PKD2 POT1 PRCC PRKCG PROK2 PROKR2 PRPF31 PRPF8 PRRT2 PTCH1 PTCH2 PTEN PUM1 RAD51 RANBP2 RBM12 RELN RORB RPS29 RTEL1 SCN1B SCN4A SDHB SGCE SHH SIX1 SIX3 SLC12A5 SLC2A1 SMAD6 SMAD9 SMARCB1 SMARCC1 SMARCE1 STAT1 SUFU TBK1 TENM4 TERC TERT THAP1 TICAM1 TLR3 TM4SF20 TMEM151A TOR1A TRPV4 TTN UCHL1 USP48 VMA21 VWF WNT10B HP_TYPIFIED_BY_SOMATIC_MOSAICISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_TYPIFIED_BY_SOMATIC_MOSAICISM ABL1 ACVR1B ADA AIP AKT1 APC AR ARHGAP26 ARMC5 ASCC1 ASPSCR1 ASXL1 ATM AURKA AXIN1 AXIN2 BARD1 BAX BCL10 BCR BRAF BRCA1 BRCA2 BRIP1 BUB1 BUB1B C1GALT1C1 CALR CASP10 CASP8 CBL CCND1 CDC73 CDH1 CEBPA CHEK2 CHIC2 CREB1 CTHRC1 CTNNB1 CYP2A6 DCC DICER1 DLC1 DNMT3A EGFR ELP1 EP300 ERBB2 ERCC6 ESR1 ETV6 EWSR1 EXT1 FASLG FGFR1 FGFR2 FGFR3 FLCN FLT3 FOXO1 GATA2 GNAI2 GNAS GNB1 GPC3 GPC4 GPR161 H19 HDAC4 HMMR HRAS IDH1 IGF2 IGF2R IL1B IL1RN IL6 IL6ST IRF1 JAK2 KIF1B KIT KLF6 KRAS LIG4 LPP LZTS1 MAD1L1 MAP3K8 MCC MET MINPP1 MLH3 MLLT10 MPL MSH3 MSH6 MSR1 MTOR MUTYH MXI1 MYC MYD88 NBN NEK9 NF1 NPM1 NQO2 NR4A3 NRAS NUMA1 NUP214 OPCML PAX3 PAX6 PAX7 PDGFRA PDGFRL PHB1 PICALM PIGA PIGT PIK3CA PLA2G2A PLAG1 POU6F2 PPM1D PPP2R1B PRCC PRKN PTCH2 PTEN PTPN11 PTPN12 PTPRJ RAD51 RAD54B RAD54L RARA RB1 RB1CC1 RHOA RNF6 RPS14 RUNX1 SF3B1 SH2B3 SH3GL1 SLC22A18 SLC35A2 SMAD4 SMARCB1 SMO SRC SRGAP1 SSX2 STK11 SUFU TAF15 TAL1 TAL2 TERT TET2 TFE3 TGFBR2 TLR2 TP53 TSC1 TSC2 UBA1 WT1 WWOX XRCC3 ZFHX3 HP_T_CELL_LYMPHOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_T_CELL_LYMPHOMA CASP10 CD28 CTLA4 FAS FASLG HAVCR2 MLH1 MSH6 NBN POLE PRKCD RASGRP1 TNFRSF1B TTC7A HP_T_LYMPHOCYTOPENIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_T_LYMPHOCYTOPENIA ACP5 ADA ATM BCL11B BTK CASP10 CD247 CD3D CD3G CD8A CIITA DNMT3B DOCK2 DOCK8 EPG5 EXTL3 FAS FASLG FCHO1 FOXN1 IKBKB IL2RA IL2RG IL7 IL7R ITK IVNS1ABP JAK3 KNSTRN LCK LEP LEPR MAGT1 MCM10 MYC MYD88 NBN NHEJ1 NSMCE3 PGM3 PIK3CD PIK3CG PRKCD PRKDC PTPRC RAC2 RAG1 RAG2 RASGRP1 RFX5 RFXANK RFXAP RIPK1 SASH3 SP110 STAT1 SYK TBX2 TOM1 UNC119 WAS WIPF1 ZAP70 HP_T_WAVE_INVERSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_T_WAVE_INVERSION CLN3 GYG1 JUP MYL2 MYL3 PRKAG2 HP_ULCERATIVE_COLITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ULCERATIVE_COLITIS BACH2 CARD11 CYBC1 GPR35 IL37 IL6 INAVA MAP3K7 MASP2 MST1 NOD2 PLCG2 SEMA4D SLC37A4 TCF4 WAS HP_ULNAR_BOWING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ULNAR_BOWING CHST3 COL11A1 FGFR2 FGFR3 FLNA HOXA11 IFT43 LAMA5 MMP13 PCNT POR PRKG2 RBM8A RECQL4 RIPK4 SCARF2 SHOX SLC26A2 VPS35L HP_ULNAR_CLAW https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ULNAR_CLAW EGR2 GDAP1 HSPB1 MPV17 MPZ NEFL PMP22 PRX SBF2 HP_ULNAR_DEVIATION_OF_FINGER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ULNAR_DEVIATION_OF_FINGER ANKRD11 BCR BMP2 BMPR1B CD96 CHRNG COG1 CRKL DACT1 DHCR7 FBN2 GDF5 HOXA13 HOXD13 HRAS LIFR MAPK1 MYBPC1 MYH3 MYMK MYMX NALCN PAX3 PTRH2 RAB3GAP1 RAB3GAP2 SALL1 SHOX SLC26A2 TBX22 TGDS TNNI2 TNNT3 TPM2 WNT7A HP_ULNAR_DEVIATION_OF_THE_2ND_FINGER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ULNAR_DEVIATION_OF_THE_2ND_FINGER ANKRD11 BMP2 BMPR1B GDF5 HOXA13 PTRH2 TGDS HP_ULNAR_DEVIATION_OF_THE_HAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ULNAR_DEVIATION_OF_THE_HAND ADGRG6 ALG9 ASXL3 B9D2 BICD2 CILK1 COL9A1 COL9A2 COL9A3 COMP DPYSL5 FAT4 FLNA FRA10AC1 LAMA5 LBR MAFB MAN2C1 MAP3K7 MED12 MUSK MYH3 PAX3 PCDHGC4 PEX1 RBM28 RBM8A RYR3 SLC26A2 SPART ZEB2 HP_ULNAR_DEVIATION_OF_THE_HAND_OR_OF_FINGERS_OF_THE_HAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ULNAR_DEVIATION_OF_THE_HAND_OR_OF_FINGERS_OF_THE_HAND ADGRG6 ALG9 ANKRD11 ASXL3 B9D2 BCR BICD2 BMP2 BMPR1B CD96 CHRNG CILK1 COG1 COL9A1 COL9A2 COL9A3 COMP CRKL DACT1 DHCR7 DPYSL5 FAT4 FBN2 FLNA FRA10AC1 GDF5 HOXA13 HOXD13 HRAS LAMA5 LBR LIFR MAFB MAN2C1 MAP3K7 MAPK1 MED12 MUSK MYBPC1 MYH3 MYMK MYMX NALCN PAX3 PCDHGC4 PEX1 PIEZO2 PTRH2 RAB3GAP1 RAB3GAP2 RBM28 RBM8A RYR3 SALL1 SHOX SLC26A2 SPART TBX22 TGDS TNNI2 TNNT3 TPM2 WNT7A ZEB2 HP_ULNAR_DEVIATION_OF_THE_WRIST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ULNAR_DEVIATION_OF_THE_WRIST ALG12 ASAH1 ASXL1 COMP DLK1 FLNB GALNS GLB1 KIDINS220 MEG3 MYH3 NALCN PAX3 POR RAC3 RTL1 SIK3 TNNI2 TNNT3 TPM2 HP_UNBALANCED_ATRIOVENTRICULAR_CANAL_DEFECT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_UNBALANCED_ATRIOVENTRICULAR_CANAL_DEFECT CFAP53 DNAH9 PKD1L1 PLXND1 SMAD2 TTC26 HP_UNCOMBABLE_HAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_UNCOMBABLE_HAIR HRURF PADI3 SKIC2 SKIC3 TCHH TGM3 TP63 HP_UNCONJUGATED_HYPERBILIRUBINEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_UNCONJUGATED_HYPERBILIRUBINEMIA CASK FARSB G6PD GATA1 HBB KLF1 KMT2D NHLRC2 PIGA PKLR RHAG SLC10A1 SLC30A10 UGT1A1 UROS HP_UNCONTROLLED_EYE_MOVEMENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_UNCONTROLLED_EYE_MOVEMENTS ADORA2A CACNA1H GABRA1 GABRB3 GABRG2 JRK POMGNT1 SLC2A1 HP_UNDERDEVELOPED_SUPRAORBITAL_RIDGES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_UNDERDEVELOPED_SUPRAORBITAL_RIDGES ANTXR1 BRAF CITED2 ESCO2 FGFR2 FGFR3 FLT4 GATA4 GATA5 GATA6 GDF1 GHR GJA5 HBA1 HBA2 JAG1 KDR KIF11 KNSTRN KRAS LIG4 LZTR1 MAP2K1 MAP2K2 MASP1 MEGF8 MYOD1 NEU1 NKX2-5 NKX2-6 NSUN2 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PIK3CD PPP1R21 PRMT7 PTCH1 RAB23 RBM10 SIK3 SKIC3 SLC25A24 SOX11 SPOP TBX1 TCF12 TRAPPC9 TWIST1 ZFPM2 ZIC1 HP_UNDERFOLDED_HELIX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_UNDERFOLDED_HELIX COL2A1 FN1 RECQL4 SCNM1 SLC16A2 SLC6A8 TMEM94 HP_UNDETECTABLE_ELECTRORETINOGRAM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_UNDETECTABLE_ELECTRORETINOGRAM CC2D2A CLCC1 CLN3 CLN8 CRB1 CRX EYS FLVCR1 HSD17B4 IFT140 KIZ LCA5 LRAT MYO7A NMNAT1 NR2E3 NRL PDE6D POMGNT1 PPT1 PRCD PROM1 RPE65 RPGRIP1 SPATA7 TPP1 TULP1 USH1C HP_UNDETECTABLE_LIGHT_ADAPTED_ELECTRORETINOGRAM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_UNDETECTABLE_LIGHT_ADAPTED_ELECTRORETINOGRAM ATF6 CNGA3 CNGB3 GNAT2 PDE6C PDE6H RPGR HP_UNDETECTABLE_LIGHT_AND_DARK_ADAPTED_ELECTRORETINOGRAM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_UNDETECTABLE_LIGHT_AND_DARK_ADAPTED_ELECTRORETINOGRAM ADAR AIPL1 CERKL CLRN1 IMPDH1 MT-ATP6 NR2E3 NUP54 NUP62 PCYT1A RP1 RP9 RPE65 RPGRIP1 HP_UNDETECTABLE_VISUAL_EVOKED_POTENTIALS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_UNDETECTABLE_VISUAL_EVOKED_POTENTIALS ATP1A3 COX6B1 MPDU1 NDUFS4 OSTM1 PRPS1 RAB3GAP2 RDH11 ZNHIT3 HP_UNEXPLAINED_FEVERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_UNEXPLAINED_FEVERS ADAR AQP2 AVPR2 CRLS1 GALC IFIH1 LAMA3 LAMB3 LAMC2 LSM11 NKX2-1 NTRK1 PSAP RNASEH2A RNASEH2B RNASEH2C RNU7-1 SAMHD1 TMEM165 TREX1 HP_UNICORONAL_SYNOSTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_UNICORONAL_SYNOSTOSIS CEP120 MSX2 PIGO SMO TCF12 TWIST1 ZEB2 HP_UNILATERAL_CLEFT_LIP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_UNILATERAL_CLEFT_LIP GDF11 HYLS1 KAT5 KIF7 MED12 MID1 PTCH1 SMAD4 SUMO1 TAPT1 HP_UNILATERAL_CLEFT_PALATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_UNILATERAL_CLEFT_PALATE ARHGAP29 ARHGEF38 ASXL1 BMP4 CDH1 CDH11 COBLL1 DLG1 DLX4 GDF11 IRF6 KAT5 MED12 MSX1 NECTIN1 PDGFRA PTCH1 RIC1 SUMO1 TP63 HP_UNILATERAL_CRYPTORCHIDISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_UNILATERAL_CRYPTORCHIDISM ADARB1 DDX59 IGF2 INSL3 KMT5B MYRF NFIB NFIX RNF135 SIN3A SMOC1 SRY TSR2 XYLT2 HP_UNILATERAL_NARROW_PALPEBRAL_FISSURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_UNILATERAL_NARROW_PALPEBRAL_FISSURE COL25A1 RHOA SMARCA2 TBL1XR1 ZFHX4 HP_UNILATERAL_PRIMARY_PULMONARY_DYSGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_UNILATERAL_PRIMARY_PULMONARY_DYSGENESIS DGCR2 DGCR6 DGCR8 ESS2 TBX1 HP_UNILATERAL_PTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_UNILATERAL_PTOSIS ANAPC7 CAPN15 COL25A1 DDX59 GPC4 HEATR3 HOXB1 MED12L MID2 PUF60 SMC1A SMS WDR35 ZFHX4 HP_UNILATERAL_RENAL_AGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_UNILATERAL_RENAL_AGENESIS ALDH18A1 ALKBH8 ANKLE2 ANKRD17 ANOS1 ASPM ASXL2 ATN1 CDC42 CDK5RAP2 CDK6 CENPE CENPJ CEP135 CEP152 CEP63 CIT COG6 COPB2 CTU2 DHCR7 DSTYK DYRK1A ELN ERCC6 ERCC8 EYA1 FANCL FBLN5 FREM1 FREM2 GATA3 GDF6 GLI3 GNB2 H4C9 HNF1B HS2ST1 IDH1 KCTD1 KIF14 KNL1 KNSTRN KYNU LMBRD1 MBTPS2 MCM7 MCPH1 METTL5 MFSD2A NADSYN1 NCAPD3 NSDHL NUP37 PBX1 PHC1 PIK3CD POR PPFIBP1 PPP2R1A PPP2R3C PRKAR1A PROKR2 PTPN11 PUF60 PYCR2 ROBO1 RPL26 RTTN SARS1 SASS6 SF3B4 SIX1 SON STIL STS TAF13 TBX1 TBXT THOC6 TMCO1 TMEM67 TNXB TRAPPC10 TRAPPC14 TRPV6 TXNL4A WARS1 WBP11 WDR62 WNT4 XRCC4 HP_UNILATERAL_RENAL_HYPOPLASIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_UNILATERAL_RENAL_HYPOPLASIA C2CD3 H4C5 HRAS MCM5 PLXNA1 HP_UNSTEADY_GAIT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_UNSTEADY_GAIT AARS1 ACTL6B ADSS1 AIFM1 ALDH4A1 AP2M1 AP3B2 ARV1 ATP1A2 ATP1A3 ATP2B3 ATP6AP2 ATP6V1A ATP7A ATXN10 ATXN2 ATXN8OS BCL11B BSCL2 CACNA1A CACNA1B CACNA1G CACNA2D1 CAMK2A CAMTA1 CCDC88C CDK19 CELF2 CEP104 CHD2 CHD3 CIZ1 CLCN4 CLN5 CLN8 CLTC CNKSR2 CRAT CREBBP CWF19L1 CYFIP2 CYP2U1 DAB1 DAG1 DALRD3 DARS2 DCC DDHD1 DEAF1 DHDDS DHPS DHX16 DNM1 DOCK3 DPM3 EEF1A2 EIF2B1 EIF2B2 EIF2B4 EP300 ERCC6 ERCC8 EXT2 FBXO28 FGD4 FGF12 FGF13 FZR1 GABBR2 GABRA2 GABRA5 GABRB2 GABRG2 GAN GARS1 GDAP1 GJB1 GLRX5 GRIN2D HACE1 HCN1 HERC2 HPDL HTT KCNA2 KCNB1 KCNQ5 KDM5B KIF1A KIF1C KPNA3 LCA5 LRAT MAPK8IP3 MAPT MAST1 MATR3 MCM3AP MGAT2 MME MPZ MRE11 MTFMT NAT8L NDRG1 NDUFA1 NECAP1 NEFL NEXMIF NF2 NTRK2 NUDT2 NUS1 OGDH OPA1 OPA3 P4HTM PACS1 PACS2 PAK1 PARS2 PCNA PDE10A PDHX PEX1 PEX10 PEX16 PEX2 PITRM1 PLA2G6 PMP22 PMPCA PNPO POU4F1 PPP2R2B PPP2R5D PPP3CA PRKRA PRNP QRICH1 REEP1 RNASEH1 RNF170 RPE65 RUBCN RUSC2 SACS SAMD9L SCARB2 SCN1A SCN3A SCN8A SDHA SGCA SHANK3 SLC13A5 SLC1A2 SLC2A1 SLC38A3 SLC6A1 SLITRK2 SMS SPATA7 SPTBN2 STAG2 STUB1 SUCLG1 SYNGAP1 SYNJ1 SYT14 SZT2 TPI1 TPP1 TRAK1 TRPC3 UBA5 VAC14 VPS13D VPS41 VWA3B WARS1 WLS WWOX XRCC1 XYLT2 YWHAG ZSWIM6 HP_UNUSUAL_FUNGAL_INFECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_UNUSUAL_FUNGAL_INFECTION ADA AIRE AP3B1 ATR ATRX BRAF BTD C1QB CARD11 CARD9 CARMIL2 CD247 CD3D CD3E CD3G CD40LG CDH23 CEACAM3 CEACAM6 CFTR CIITA CLCA4 CLEC7A CORO1A CTLA4 CYBA CYBB CYBC1 DCLRE1C DCTN4 DEF6 DOCK2 DOCK8 EDNRA EPG5 GATA2 GCLC GJB2 GJB6 GSTM3 HFE HMOX1 HPGD IKBKB IKBKG IKZF1 IL12A IL12RB1 IL17F IL17RA IL17RC IL21R IL2RA IL2RG IL6ST IL7R IRF5 ITGB2 JAK3 KCNN4 KNSTRN KRT1 LCK MIF MMEL1 MVK NCF1 NCF2 NFKB2 NFKBIA NR3C1 PGM3 PIK3CD PLCG2 POU2AF1 RAG1 RAG2 RFX5 RFXANK RFXAP RORC SDR9C7 SERPINA1 SLC11A1 SLC26A9 SLC39A4 SLC6A14 SLC9A3 SP110 SPIB SREBF1 STAT1 STAT3 STK4 STX1A TFRC TGFB1 TLR8 TNFSF15 TNPO3 TOM1 TP53 TRAC TRAF3IP2 TYK2 USP48 USP8 WDR1 ZAP70 ZBTB24 ZNF341 HP_UNUSUAL_INFECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_UNUSUAL_INFECTION A2ML1 AARS1 AASS ABCA12 ACP5 ACTA1 ACTC1 ACVRL1 ADA ADA2 ADAM17 ADAMTS3 ADAT3 ADNP ADORA2A AGA AGR2 AGRN AGXT AICDA AIRE AK2 AKT1 ALB ALDH18A1 ALDH1A2 ALG1 ALG12 ALG13 ALG3 ALG5 ALG9 ALMS1 ALOX12B ALOXE3 ALPL ANAPC1 ANKRD17 ANTXR2 AP3B1 AP3D1 APRT ARHGAP29 ARHGEF1 ARHGEF38 ARID1A ARID1B ARID2 ARL2BP ARL3 ARPC1B ARSB ARSL ASAH1 ASPRV1 ASXL1 ASXL3 ATM ATN1 ATP6AP1 ATP6AP2 ATP6V0A2 ATP7A ATR ATRX B2M B3GALT6 BACH2 BAP1 BAZ1B BCHE BCL10 BCL11A BCL11B BCL2 BCL6 BCL7B BCOR BCR BICC1 BIRC3 BLM BLNK BMP4 BNC2 BPTF BRAF BRCA1 BRCA2 BRIP1 BTD BTK BUD23 C1QA C1QB C1QC C1R C3 C4A C4B C5 C6 C7 C8A C8B CACNA1B CACNA1C CARD10 CARD11 CARD9 CARMIL2 CARS1 CASP8 CAVIN1 CCBE1 CCDC103 CCDC22 CCDC39 CCDC40 CCDC47 CCDC65 CCNO CCR1 CD19 CD247 CD27 CD3D CD3E CD3G CD4 CD40 CD40LG CD55 CD70 CD79A CD79B CD81 CD8A CDC42 CDC42BPB CDCA7 CDH1 CDH23 CEACAM3 CEACAM6 CEBPE CFAP221 CFAP298 CFAP300 CFAP410 CFAP52 CFAP74 CFB CFD CFH CFI CFTR CHAMP1 CHAT CHRM3 CHRNA3 CIITA CISD2 CITED2 CLCA4 CLCN7 CLDN16 CLDN19 CLEC7A CLIP2 CLPB CLTRN COBLL1 COG1 COG4 COG6 COG7 COL11A1 COL11A2 COL13A1 COL2A1 COL4A5 COL4A6 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 COLQ CORIN CORO1A CPLX1 CPSF3 CR2 CREBBP CRIPT CRKL CSF3R CSPP1 CTBP1 CTC1 CTCF CTLA4 CTNNB1 CTNNBL1 CTPS1 CTSC CXCR2 CXCR4 CYBA CYBB CYBC1 CYP4F22 DBR1 DCLRE1C DCTN4 DDB1 DDOST DDR2 DDX59 DDX6 DEAF1 DEF6 DGCR2 DGCR6 DGCR8 DHCR7 DIAPH1 DIP2B DISC1 DKC1 DLG1 DLK1 DLL3 DLX4 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB11 DNAJB13 DNAJC21 DNAJC30 DNAL1 DNASE1L3 DNASE2 DNMT3B DOCK2 DOCK8 DOHH DPF2 DPM2 DPP9 DPYSL5 DRC1 DSG1 DYM DYNC2I2 DYRK1A DZIP1L ECM1 EDARADD EDNRA EFEMP2 EFL1 EGFR EHMT1 EIF2AK3 EIF4H ELANE ELF4 ELN ELP1 EN1 ENG EOMES EP300 EPG5 EPHB4 ERAP1 ERCC2 ERCC3 ERCC4 ERCC6 ERF ESS2 EXOSC9 EXT1 EXTL3 EYA4 FADD FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FARSB FAS FAT4 FBLN5 FBXL4 FBXO11 FBXO28 FBXW7 FCGR2A FCGR3A FCGR3B FCHO1 FCN3 FCSK FERMT3 FGFR3 FHL1 FIP1L1 FKBP6 FLI1 FLNA FLNC FLT1 FLVCR1 FMO3 FMR1 FOCAD FOXC2 FOXJ1 FOXN1 FOXP1 FOXP2 FOXP3 FUCA1 FUT8 FZD2 G6PC3 GAA GALC GALNS GANAB GAS2L2 GAS8 GATA1 GATA2 GATA4 GATA6 GBA1 GCLC GEMIN4 GFI1 GFM2 GIMAP5 GINS1 GJB2 GJB6 GLB1 GLI3 GLIS3 GLRA2 GLUL GMNN GNB2 GNPTAB GNS GORAB GOT2 GPR35 GRHL3 GRHPR GRIA1 GRIA3 GRM7 GSTM3 GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GUSB H4C3 H4C5 HACD1 HAX1 HBB HBG1 HBG2 HCK HELLS HEPHL1 HERC2 HFE HGSNAT HLA-B HLA-DPA1 HLA-DPB1 HLA-DQB1 HLA-DRB1 HMOX1 HOXA13 HPGD HPS6 HPSE2 HSPA9 HYAL1 HYDIN HYOU1 IARS1 ICOS IDH1 IDS IDUA IER3IP1 IFIH1 IFNAR1 IFNAR2 IFNG IFNGR1 IFNGR2 IFT122 IFT140 IGBP1 IGHG2 IGHM IGKC IGLL1 IKBKB IKBKG IKZF1 IKZF3 IL10 IL10RA IL10RB IL12A IL12A-AS1 IL12B IL12RB1 IL17F IL17RA IL17RC IL21 IL21R IL23R IL2RA IL2RB IL2RG IL6R IL6ST IL7 IL7R INPPL1 INSR IRAK4 IRF2BP2 IRF3 IRF4 IRF5 IRF6 IRF7 IRF8 IRF9 ISG15 ISL1 ITCH ITGA3 ITGA7 ITGB2 ITK IVNS1ABP JAGN1 JAK1 JAK3 KANSL1 KAT5 KAT6A KAT6B KATNIP KCNJ6 KCNN4 KCTD1 KDM5C KDM6A KIAA0586 KIF15 KIF1A KIF20A KLF1 KLRC4 KMT2A KMT2B KMT2C KMT2D KMT5B KNSTRN KPTN KRAS KRT1 KRT14 KRT5 L2HGDH LAMA2 LAMA3 LAMB2 LAMB3 LAMC2 LAMTOR2 LAT LBR LCK LCP2 LEP LEPR LETM1 LIFR LIG1 LIG3 LIG4 LIMK1 LIPN LMBRD1 LMNB1 LMNB2 LONP1 LRBA LRIG2 LRRC56 LRRC8A LTBP1 LTBP4 LYST MAD2L2 MAGEL2 MAGT1 MALT1 MAN2B1 MANBA MAP3K20 MAP3K7 MAPK1 MASP2 MBD5 MBL2 MBTPS2 MC2R MCIDAS MCM10 MCM4 MDFIC MDM4 MECP2 MED12 MED13L MED25 MEFV MEG3 MEGF10 MESP2 METTL27 MGAT2 MGME1 MGP MIF MINPP1 MIR140 MKRN3 MLXIPL MMEL1 MNS1 MNX1 MPEG1 MPLKIP MRAP MRTFA MS4A1 MSN MST1 MSX1 MTHFD1 MTM1 MVK MYD88 MYH11 MYH3 MYH6 MYL2 MYL9 MYO5A MYO9A MYPN MYSM1 NAA10 NABP1 NAE1 NAGLU NBEA NBN NCF1 NCF2 NCF4 NCKAP1L NDE1 NDN NDUFC2 NECTIN1 NEK10 NELFA NEPRO NFASC NFE2L2 NFIX NFKB1 NFKB2 NFKBIA NGLY1 NHEJ1 NHLRC2 NHP2 NIPAL4 NKX2-1 NKX2-5 NLRC4 NLRP3 NME5 NME8 NNT NOP10 NOTCH2 NPAP1 NPHS1 NPM1 NR3C1 NRAS NSD2 NSUN2 NTRK1 NUMA1 NUP214 NXN OAS1 OCA2 OCRL ODAD1 ODAD2 ODAD3 ODAD4 ODC1 OFD1 ORAI1 ORC6 OTULIN P4HA2 P4HTM PAK2 PALB2 PARN PCGF2 PCNT PCYT1A PDGFRA PDHA1 PEPD PET117 PEX5 PGM1 PGM3 PHIP PHKA2 PHKB PHKG2 PI4KA PIGG PIGU PIK3CD PIK3CG PIK3R1 PKD1 PKD2 PKHD1 PKP1 PLCG2 PLEC PLEKHM1 PLG PLOD1 PLP1 PLVAP PML PNP POGZ POLA1 POLE POLR2A POLR3A POLR3F POLR3GL POMP POU2AF1 PPM1D PPP1R21 PRF1 PRIM1 PRKAR1A PRKAR1B PRKCD PRKDC PRMT7 PRPS1 PRTN3 PSAP PSEN1 PSENEN PSMB4 PSMB8 PSMB9 PSMD12 PTEN PTPN22 PURA PWAR1 PWRN1 PYROXD1 RAB27A RAB3GAP2 RAC1 RAC2 RAD21 RAD51 RAD51C RAG1 RAG2 RALGAPA1 RARA RASGRP1 RBCK1 RECQL REEP1 REL RELA RELB RFC2 RFT1 RFWD3 RFX5 RFX7 RFXANK RFXAP RIC1 RIPK1 RMRP RNF113A RNF125 RNF168 RNF2 RNU4ATAC RNU7-1 ROR2 RORC RPGR RPL10 RPL11 RPS14 RSPH1 RSPH3 RSPH4A RSPH9 RTEL1 RTL1 RUNX2 RYR1 SAMD9 SAMD9L SASH3 SATB1 SBDS SCN10A SCN11A SCN9A SCNN1A SCNN1B SCNN1G SDCCAG8 SDR9C7 SEC61A1 SELENON SEMA4D SEPSECS SERAC1 SERPINA1 SERPINH1 SETBP1 SETD1A SETD2 SF3B1 SFTPC SGSH SH2D1A SH3KBP1 SHANK3 SHROOM4 SIAH1 SIK1 SIM1 SIN3A SKIC2 SKIC3 SLC11A1 SLC18A3 SLC1A4 SLC25A1 SLC25A22 SLC26A2 SLC26A9 SLC29A3 SLC2A1 SLC35A1 SLC35A2 SLC35C1 SLC37A4 SLC39A4 SLC39A7 SLC39A8 SLC3A1 SLC41A1 SLC46A1 SLC52A3 SLC5A2 SLC5A7 SLC6A14 SLC6A19 SLC7A7 SLC7A9 SLC9A3 SLF2 SLX4 SMARCA2 SMARCA4 SMARCAL1 SMARCB1 SMARCC2 SMARCD1 SMARCD2 SMARCE1 SMG9 SMN1 SMPD1 SNAP25 SNORA31 SNORD115-1 SNORD116-1 SNRPN SNX10 SOCS1 SON SOX11 SOX17 SOX4 SOX9 SP110 SPAG1 SPEF2 SPI1 SPIB SPINK5 SPPL2A SPTBN1 SPTBN4 SRCAP SREBF1 SRP19 SRP54 SRY STAR STAT1 STAT2 STAT3 STAT4 STAT5B STIM1 STING1 STK36 STK4 STOX1 STX11 STX1A STX3 STXBP2 SUCLG1 SULT2B1 SYK SYT2 TAFAZZIN TAOK1 TAP1 TAP2 TAPBP TARS1 TASP1 TBC1D23 TBC1D24 TBCD TBCE TBK1 TBL1XR1 TBL2 TBX1 TBX20 TBX21 TBX6 TCEAL1 TCF3 TCF4 TCIRG1 TCTN3 TECPR2 TERC TERT TET2 TF TFE3 TFRC TGFB1 TGM1 THOC6 TICAM1 TIMMDC1 TINF2 TK2 TLL1 TLR3 TLR4 TLR7 TLR8 TMC8 TMCO1 TMEM270 TMEM70 TMEM94 TNFRSF11A TNFRSF13B TNFRSF13C TNFRSF1A TNFRSF9 TNFSF11 TNFSF12 TNFSF15 TNNI3 TNNT2 TNPO3 TNRC6B TNXB TOM1 TONSL TOP3A TP53 TP63 TP73 TPM2 TPM3 TPP2 TRAC TRAF3 TRAF3IP2 TRAIP TRIM37 TRIO TRIP11 TRIP4 TRPS1 TRRAP TSC1 TSC2 TSEN15 TSEN2 TSEN34 TSEN54 TTC12 TTC26 TTC7A TXNRD2 TYK2 TYMS UBA2 UBAC2 UBB UBE2A UBE2T UBE3B UFC1 UGP2 UMPS UNC119 UNC13D UNC93B1 UNG UQCRH UROC1 UROD UROS USB1 USP26 USP48 USP8 USP9X VAMP1 VANGL1 VARS1 VPS33A VPS35L VPS37D VPS45 VPS4A VPS51 WAC WAS WASF1 WASHC5 WDR1 WDR19 WDR26 WDR35 WFS1 WIPF1 WRAP53 XIAP XRCC2 YY1 ZAP70 ZBTB16 ZBTB24 ZBTB7A ZEB2 ZMYND10 ZNF341 ZNF668 ZNF699 ZNFX1 ZNHIT3 HP_UNUSUAL_INFECTION_BY_ANATOMICAL_SITE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_UNUSUAL_INFECTION_BY_ANATOMICAL_SITE ACVRL1 ARPC1B ATRX BCL10 BCL2 BCL6 BLNK BTK C1QC C4A C4B C8A C8B CARD11 CARD9 CARMIL2 CCR1 CD19 CD27 CD40LG CD79A CD79B CFB CFI CIITA CLTRN CR2 CTLA4 CXCR4 CYBA CYBB CYBC1 DBR1 DNASE1L3 DOCK8 ENG ERAP1 FAS FCGR3B FGFR3 FOXP3 HLA-B HLA-DPA1 HLA-DPB1 HLA-DRB1 HYOU1 ICOS IFNGR1 IGHM IGLL1 IKBKG IL10 IL12A IL12A-AS1 IL23R IL2RG IL7 IRF3 IRF4 JAK3 KLRC4 L2HGDH LBR LRRC8A MEFV MRTFA MVK MYD88 NCF1 NCF2 NCF4 NCKAP1L NDE1 NLRC4 NLRP3 P4HA2 PGM3 PIK3R1 PRF1 PRTN3 PTPN22 RAG1 RAG2 RFX5 RFXANK RFXAP SH2D1A SLC35C1 SLC39A7 SLC6A19 SNORA31 SPI1 STAT1 STAT4 STK4 STX11 STXBP2 TBK1 TCF3 TFRC TICAM1 TLR3 TLR4 TMEM70 TNFRSF13B TNFRSF13C TOM1 TRAF3 UBAC2 UNC13D UNC93B1 VANGL1 WAS WIPF1 XIAP HP_UNUSUAL_SKIN_INFECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_UNUSUAL_SKIN_INFECTION CARD11 CARD9 CARMIL2 DOCK8 IKBKG MVK NCKAP1L PGM3 STK4 HP_UNUSUAL_VIRUS_REACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_UNUSUAL_VIRUS_REACTIVATION ARHGEF1 BLM CASP8 CD247 CD3D CD3E CIITA DPP9 FCGR3A IGHG2 IGKC IL2RG MBL2 NFKB2 POLR3F REL RFX5 RFXANK RFXAP STAT1 TOM1 TPP2 UNC119 UNC93B1 WAS HP_UPGAZE_PALSY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_UPGAZE_PALSY AASS AGTPBP1 ATP13A2 ATXN1 DLAT FTL KCNC3 NEK9 PLA2G6 POLG TWNK VPS13A HP_UPLIFTED_EARLOBE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_UPLIFTED_EARLOBE AHDC1 BMP4 BUB1 CDC42BPB EHMT1 GRIA3 HDAC8 IL1RAPL1 KMT2C LAS1L MAPRE2 MED25 NR2F1 PIGB PIGL PIGQ SIN3A SMARCD1 TBL1XR1 TWIST1 ZEB2 HP_UPPER_AIRWAY_OBSTRUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_UPPER_AIRWAY_OBSTRUCTION AHDC1 BTNL2 COL11A1 DDRGK1 F12 FGFR2 FGFR3 GNE HLA-DRB1 IDS KCNJ6 LMNA POR SH3BP2 SOX9 XPNPEP2 ZMPSTE24 ZSWIM6 HP_UPPER_EXTREMITY_JOINT_DISLOCATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_UPPER_EXTREMITY_JOINT_DISLOCATION AEBP1 AFF3 APC ARF1 ARFGEF2 ARID1B ASXL1 ATR B3GALT6 B3GAT3 B4GALT7 BMP1 BRD4 CANT1 CD96 CDC45 CDC6 CDT1 CHRNG CHST3 CLCN3 COL1A1 COL1A2 COL27A1 COL5A1 COL5A2 CREBBP CSGALNACT1 DONSON DVL1 DVL3 EP300 ERCC1 ERMARD EXOC6B EXTL3 FBN1 FLNA FLNB FZD2 GDF5 GMNN GPC6 GSC HDAC8 HNRNPH1 HSPG2 IFITM5 KIF22 L1CAM LMNA LMX1B LRP4 MACROH2A1 MAFB MAP1B MAP3K7 NEDD4L NGLY1 NIPBL NOG NOTCH2 NXN ORC1 ORC4 ORC6 PITX1 PRKAR1A RAD21 RNU4ATAC ROR2 SALL4 SCARF2 SHOX SKI SLC26A2 SLC35B2 SLC39A13 SMC1A SMC3 SMOC1 SOX9 SRCAP TBX15 TMTC3 WNT5A XYLT1 HP_UPPER_EYELID_COLOBOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_UPPER_EYELID_COLOBOMA ALX1 CDH11 FRAS1 FREM1 POLR1A SF3B2 SLC25A24 TCOF1 TWIST1 HP_UPPER_EYELID_EDEMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_UPPER_EYELID_EDEMA DHX30 FRMD4A KAT6A MED12L RIN2 SLC29A3 HP_UPPER_LIMB_AMYOTROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_UPPER_LIMB_AMYOTROPHY ACTA1 ADSS1 ALS2 ANO5 BSCL2 CADM3 CAV3 CEP126 CHCHD10 CHRNA1 COMP CPLANE1 CYP7B1 DCTN1 DYSF FBLN5 FLNC FXN GARS1 GBF1 GDAP1 GIPC1 GJB1 GNB4 HARS1 HINT1 HK1 HSPB1 HSPB3 IDUA INF2 ITPR3 JAG1 KANSL1 KAT6A KIF1A KIF5A KLHL9 KY LDB3 LMNA LRP12 MARS1 MATR3 MFN2 MORC2 MPZ NDRG1 NEB NEFH NEFL NGLY1 NOTCH2NLC PDK3 PLOD3 PMP22 PRX REEP1 RILPL1 RYR1 SLC12A6 SLC25A21 SLC39A13 SLC52A3 SLC5A6 SPG11 SPTLC1 SQSTM1 SVBP TFG TIA1 TIMM8A TNR TRIM2 TRPV4 VCP WARS1 HP_UPPER_LIMB_ASYMMETRY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_UPPER_LIMB_ASYMMETRY ACTB AGGF1 AKT1 EBP H19 HOXD13 IGF2 MAPRE2 PORCN PTEN PTHLH TUBB HP_UPPER_LIMB_HYPERTONIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_UPPER_LIMB_HYPERTONIA CLDN11 MTPAP SEPSECS SPG7 TSEN15 TSEN2 TSEN34 TSEN54 VPS37A HP_UPPER_LIMB_JOINT_CONTRACTURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_UPPER_LIMB_JOINT_CONTRACTURE ACTA1 ACTG2 ADAMTS3 ADAMTSL2 ADAT3 ADGRG6 ALDH18A1 ALG3 ALS2 ALX1 ALX3 AMER1 ANO5 ANTXR2 APC2 ARID1B ARPC4 ASXL1 ASXL3 ATR AUTS2 B3GALT6 B3GAT3 BCOR BCR CADM3 CANT1 CAPN3 CASZ1 CAV1 CCBE1 CCDC22 CCN2 CCN6 CCR6 CDC45 CDC6 CDH3 CDT1 CHRNG CHST3 CLCF1 CNTN1 COG5 COL11A1 COL11A2 COL12A1 COL1A1 COL25A1 COL2A1 COL6A1 COL6A2 COL6A3 COX11 CPT2 CRKL CRLF1 CSGALNACT1 CTCF CTDP1 CUL4B DDR2 DHCR24 DHODH DHX16 DLK1 DLL3 DMD DOK7 DVL1 DVL3 DYRK1A ECE1 ECEL1 EED EFNB1 EMD EMG1 ERCC1 ERCC2 ERCC5 ERCC6 ERGIC1 ERLIN2 ESCO2 EXTL3 EZH2 FAT4 FBN1 FBN2 FBXO28 FBXW11 FDFT1 FERMT1 FGD1 FGFR1 FGFR3 FHL1 FKBP10 FKRP FKTN FLNA FLVCR1 FUS FZD2 GABRD GDAP1 GDF5 GJA1 GJB2 GLDN GLI3 GMNN GNB2 GNS GON7 GPC3 GPC4 GPKOW H4C9 HACD1 HES7 HINT1 HK1 HLA-DRB1 HNRNPA1 HOXD13 HS2ST1 HSPB1 HSPG2 IDS IDUA IGF2 IGHMBP2 IKBKG IL6ST INF2 IPO8 IRF5 ITGA7 JAG2 JARID2 KAT6B KCNAB2 KCNK9 KDM5B KDM5C KIAA0319L KIF21A KIF22 KIF5A KMT2A KMT2B KRT1 KRT14 KRT16 KRT9 KY L1CAM LAGE3 LAMA2 LAMB3 LARGE1 LFNG LGI4 LIFR LMBR1 LMNA LMX1B LUZP1 MAFB MAP3K20 MAP3K7 MAPK1 MBTPS2 MECP2 MED12 MED25 MEG3 MEGF10 MESP2 MKS1 MMP2 MMP23B MORC2 MUSK MYBPC1 MYH3 MYL1 MYL11 MYL2 MYOD1 NAA10 NALCN NDRG1 NEDD4L NEFL NIPBL NLRP3 NOD2 NOG NSD1 NUP107 NUP133 NUP88 NXN OCRL ORC1 ORC4 ORC6 OSGEP P4HTM PAX3 PDGFRB PDPN PDXK PEX1 PEX5 PEX6 PHGDH PI4KA PIEZO2 PIGA PIGL PIGY PIK3C2A PITX1 PLEKHG5 PLOD1 PLOD2 PLOD3 PMP22 POLR3A POLR3GL POR PORCN PQBP1 PRDM16 PRG4 PRKCZ PSMB8 PSTPIP1 PTDSS1 PTRH2 PYCR1 PYROXD1 RAB23 RAB3GAP1 RAPSN RARS2 RERE RIPPLY2 RMRP RNU4ATAC ROR2 RPL10 RSPO2 RTL1 RTTN RYR3 SCARF2 SCN4A SCYL2 SELENON SETD2 SH3PXD2B SHH SIGMAR1 SIK3 SIN3A SKI SLC18A3 SLC25A46 SLC26A2 SLC29A3 SLC35A2 SLC35A3 SLC39A13 SLC39A8 SLC6A9 SMAD3 SMARCAD1 SMC1A SMG9 SMOC1 SNRPB SOX9 SPEN SPG11 SPRTN SPTLC1 SRD5A3 SUZ12 SVIL SYNE1 SYNE2 SYT2 TBC1D2B TBR1 TBX15 TBX2 TBX3 TCTN3 TDO2 TFAP2A TGDS TGFB3 TGFBR1 TGFBR2 TLK2 TMEM218 TMEM222 TMEM43 TMEM70 TNNI2 TNNT1 TNNT3 TOR1A TOR1AIP1 TP53RK TP63 TPM2 TPM3 TPRKB TRPS1 TRPV4 TUBA1A TUBB3 TWIST2 UBA1 UBE4B UNC80 UPF3B UROS WDR4 WDR73 WNT5A WNT7A XYLT1 YRDC ZDHHC9 ZMPSTE24 ZNF407 HP_UPPER_LIMB_MUSCLE_WEAKNESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_UPPER_LIMB_MUSCLE_WEAKNESS ACTA1 ADAR ADSS1 AGRN AK9 AKT1 ANO5 ANXA11 B4GALNT1 BAP1 BIN1 BSCL2 CADM3 CCND1 CHCHD10 CHRNA1 CHRNB1 CHRND CHRNE COL13A1 COL25A1 CPOX CRPPA CYP7B1 DNM2 DNMT3B DOK7 DYSF EGR2 EMD ERGIC1 FARS2 FBXO38 FGD4 FHL1 GALC GARS1 GDAP1 GIPC1 GMPPB GYG1 HEXB HMBS IGHMBP2 JAG1 JAG2 KIF5A KY LAMA2 LDB3 LIPE LMNA LPIN1 LRP12 LRP4 MFN2 MORC2 MPZ MT-ATP6 MT-CO1 MT-CO3 MTMR14 MTRFR MUSK MYF6 NEFH NEFL NF2 NOTCH2NLC NUP54 NUP62 OBSCN PDGFB PDXK PIEZO2 PIK3CA PLOD1 POMT1 POU3F4 PPOX RAPSN REEP1 RILPL1 RYR1 SBF1 SBF2 SCN4A SCYL2 SGCG SH3TC2 SLC12A6 SMARCB1 SMARCE1 SMO SMPX SPART SPG11 SPG7 SUFU SYNE1 SYNE2 TCAP TERT TFG TMEM43 TRAF7 TRPV4 VAPB VCP VHL VWA1 YARS1 ZFYVE26 HP_UPPER_LIMB_PAIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_UPPER_LIMB_PAIN B2M COMP FLI1 IDUA KRT14 KRT5 MAFB MFN2 HP_UPPER_LIMB_POSTURAL_TREMOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_UPPER_LIMB_POSTURAL_TREMOR ANO3 CACNA1G CARS2 COL6A3 ITPR1 LMNB1 MPZ PLA2G6 PMP22 TUBB4A HP_UPPER_LIMB_SPASTICITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_UPPER_LIMB_SPASTICITY ACTL6B ALS2 B4GALNT1 CLCN4 CYP7B1 DDHD2 ERLIN2 FUS GBA2 GJC2 HEPACAM KIF5A PIGA RARS2 RNF170 SATB1 SELENOI SIGMAR1 SPART SPG11 SPTLC1 TBCD THOC2 TMEM63C UBAP1 WASHC5 ZFYVE26 HP_UPPER_LIMB_UNDERGROWTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_UPPER_LIMB_UNDERGROWTH AFF4 ALG12 APC ATR B2M BMPR1B BPTF BRCA1 BRCA2 BRIP1 CCDC8 CCNQ CHD7 CHN1 CHST3 CHUK COL2A1 CUL7 DHODH DLK1 DONSON DPM1 DYNC2H1 EIF4A3 ERCC4 ESCO2 EXOC6B EXT1 EXT2 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FGF10 FGFR2 FGFR3 FN1 GDF5 GSC HYLS1 IFT81 IHH JAG1 LBR LRP4 MAD2L2 MAFB MEG3 NIPBL NOG NPR2 OBSL1 PALB2 PDE4D PIGT PRKAR1A PSMD12 RAD51 RAD51C RBM10 RBM8A RECQL4 RFWD3 ROR2 RPL26 RPS19 RTL1 SALL4 SCARF2 SF3B4 SHOX SLC26A2 SLX4 TBX3 TBX5 TRIP11 UBE2T VPS35L WNT7A XRCC2 HP_UPPER_MOTOR_NEURON_DYSFUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_UPPER_MOTOR_NEURON_DYSFUNCTION AAAS AARS1 AARS2 AASS ABCA12 ABCB7 ABCC6 ABCC8 ABCD1 ABHD12 ABHD16A ACADS ACAT1 ACER3 ACOX1 ACP5 ACTL6B ADA2 ADAM22 ADAR ADARB1 ADAT3 ADD3 ADGRG1 ADPRS ADSL AFF3 AFG3L2 AGA AGR2 AGTPBP1 AIFM1 AIMP1 AIPL1 AKT1 AKT3 ALDH18A1 ALDH3A2 ALG11 ALG13 ALG3 ALG9 ALS2 AMACR AMFR AMPD2 ANG ANGPTL6 ANK3 ANKLE2 ANO10 ANOS1 ANXA11 AP1G1 AP1S2 AP2M1 AP3B2 AP4B1 AP4E1 AP4M1 AP4S1 AP5Z1 APC APC2 APOE ARF1 ARFGEF2 ARG1 ARHGAP31 ARL6IP1 ARNT2 ARSA ARSI ARV1 ARX ASAH1 ASNS ASPA ATAD1 ATAD3A ATG5 ATL1 ATM ATN1 ATP13A2 ATP1A2 ATP1A3 ATP2B3 ATP5F1A ATP5F1D ATP5F1E ATP5MC3 ATP5MK ATP6AP2 ATP6V0A1 ATP6V0A2 ATP6V1A ATP6V1E1 ATP7A ATPAF1 ATPAF2 ATRX ATXN1 ATXN10 ATXN2 ATXN3 ATXN7 ATXN8OS AUH AUTS2 B3GALNT2 B3GALT6 B4GALNT1 B4GAT1 BAP1 BAZ1B BCAP31 BCAS3 BCAT2 BCL11B BCL7B BCOR BCS1L BDNF BEAN1 BICD2 BMPR1A BOLA3 BRAT1 BSCL2 BTD BUB1B BUD23 C19orf12 C2orf69 C4A C9orf72 CA2 CACNA1A CACNA1B CACNA1C CACNA1D CACNA1E CACNA1G CACNA1S CACNA2D1 CAMK2A CAMK2B CAMLG CAMSAP1 CAMTA1 CAPN1 CARS1 CARS2 CASK CASZ1 CAV1 CBS CCDC141 CCDC88C CCNF CCR1 CCT5 CDC40 CDK19 CDKL5 CDON CELF2 CEP290 CEP85L CFAP410 CFH CFHR1 CFHR3 CHCHD10 CHD2 CHD7 CHMP1A CHMP2B CHP1 CIT CKAP2L CLCN3 CLCN4 CLDN11 CLIC2 CLIP2 CLN5 CLN8 CLP1 CLPB CLTC CNKSR2 CNOT1 CNP CNPY3 CNTNAP1 CNTNAP2 COA8 COASY COG2 COL3A1 COL4A1 COL4A2 COLGALT1 COPB1 COPB2 COQ2 COQ5 COQ8A COX15 COX20 COX8A CPSF3 CPT1A CPT1C CRB1 CRLF1 CRPPA CRX CSF1R CTC1 CTDP1 CTLA4 CTNNA2 CTNNB1 CTSD CTSF CTSK CWF19L1 CYB5A CYB5R3 CYFIP2 CYP26C1 CYP27A1 CYP2U1 CYP7B1 DALRD3 DAO DARS1 DARS2 DCC DCTN1 DCX DDB2 DDC DDHD1 DDHD2 DDX3X DEGS1 DENND5A DHCR24 DHDDS DHPS DISP1 DKK1 DLAT DLD DLL1 DLL4 DMXL2 DNAJC19 DNAJC3 DNAJC30 DNAJC6 DNASE1L3 DNM1 DNM1L DNMT1 DOCK6 DOCK8 DOLK DPH5 DPM1 DPM3 DPYD DPYS DSTYK DTYMK DUSP6 DYM DYNC1H1 DYNC1I2 EARS2 ECHS1 EDNRB EED EEF1A2 EEF2 EIF2AK1 EIF2AK2 EIF2B1 EIF2B2 EIF2B4 EIF2S3 EIF4H ELN ELOVL1 ELOVL4 ELP2 EML1 ENG ENPP1 ENTPD1 EOGT EPCAM EPHA4 EPM2A EPRS1 ERAP1 ERBB4 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ERLIN1 ERLIN2 ETHE1 EXOC2 EXOC8 EXOSC3 EXOSC5 EXOSC8 EXOSC9 EXTL3 EZH2 FA2H FAN1 FAR1 FARS2 FAS FBLN1 FBXO28 FBXO7 FCSK FDX2 FDXR FEZF1 FGF12 FGF13 FGF17 FGF8 FGFR1 FIG4 FKBP6 FKRP FKTN FLNA FLRT1 FLRT3 FOXG1 FOXH1 FOXP1 FRMD5 FRMPD4 FRRS1L FTL FUCA1 FUS FXN FZR1 GABBR2 GABRA2 GABRA3 GABRA5 GABRB2 GABRD GABRG2 GAD1 GALC GAMT GAN GAS1 GATAD2B GBA1 GBA2 GBE1 GCDH GCH1 GDAP2 GDF3 GDF6 GEMIN4 GFAP GFM1 GFM2 GIPC1 GJA1 GJB1 GJC2 GLB1 GLE1 GLI2 GLRA1 GLRB GLRX5 GLT8D1 GLYCTK GM2A GMPPA GMPPB GNAO1 GNAQ GNB1 GON7 GOT2 GPAA1 GPHN GPT2 GRIA2 GRIA3 GRIA4 GRID2 GRIK2 GRIN1 GRIN2B GRIN2D GRM1 GRM7 GRN GSS GSX2 GTF2E2 GTF2H5 GTF2I GTF2IRD1 GTF2IRD2 GTPBP2 GUCY1A1 GUCY2D GUF1 H3-3A H4C5 HACE1 HADHA HADHB HCN1 HECTD4 HEPACAM HESX1 HEXB HID1 HIKESHI HINT1 HLA-B HLA-DPA1 HLA-DPB1 HLA-DQB1 HLA-DRB1 HMGCL HNRNPA1 HNRNPA2B1 HPDL HPRT1 HRAS HS6ST1 HSD17B10 HSD17B4 HSPD1 HSPG2 HTRA1 HTRA2 HTT HUWE1 HYCC1 IARS1 IBA57 IDUA IFIH1 IFNGR1 IFT140 IKBKG IL10 IL12A IL12A-AS1 IL17RD IL23R IMPDH1 IMPDH2 INPP5E INPP5K INTS8 IQCB1 IRAK1 IREB2 IRF2BPL IRF4 ISCA1 ISCA2 ITM2B JAM2 JAM3 KANK1 KARS1 KATNB1 KCNA1 KCNA2 KCNA4 KCNAB2 KCNB1 KCNC2 KCNC3 KCNJ13 KCNJ18 KCNJ6 KCNQ2 KCNT1 KDM5C KIDINS220 KIF11 KIF1A KIF1C KIF2A KIF5A KIF5C KLC2 KLRC4 KMT2B KPNA3 KRAS KY L1CAM L2HGDH LAGE3 LAMB1 LARGE1 LCA5 LETM1 LIAS LIG3 LIMK1 LIMS2 LINGO1 LIPT1 LIPT2 LMBRD2 LMNB1 LMX1B LRAT LRP12 LRP4 LRPPRC LRRK2 LSM11 LUZP1 LYRM7 LYST MACF1 MAG MAN2B1 MAPK8IP3 MAPT MARS1 MARS2 MATR3 MC2R MCCC1 MCCC2 MCEE MCOLN1 MDH2 MECP2 MECR MED12 MED13L MED17 MED23 MED25 MED27 MEFV MEOX1 METTL27 METTL5 MFF MFN2 MFSD2A MICOS13 MINPP1 MLC1 MLH1 MLH3 MLXIPL MMP23B MMUT MOCS1 MOCS2 MORC2 MPLKIP MPZ MRAP MRE11 MRM2 MRPS22 MRPS34 MSH2 MSH6 MSL3 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TC MT-TE MT-TF MT-TH MT-TI MT-TK MT-TL1 MT-TP MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTFMT MTHFR MTHFS MTO1 MTOR MTPAP MTRFR MTTP MYO5A MYORG NAA10 NACC1 NADK2 NAGA NAGS NALCN NARS2 NAXD NAXE NCF1 NDE1 NDNF NDUFA13 NDUFA2 NDUFA4 NDUFA6 NDUFA8 NDUFAF4 NDUFAF5 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS7 NDUFV1 NDUFV2 NECAP1 NEFH NEFL NEK1 NEU1 NEUROD2 NEXMIF NF1 NF2 NFASC NFU1 NHLRC1 NHLRC2 NIPA1 NKX6-2 NMNAT1 NNT NODAL NOP56 NOTCH1 NOTCH2NLC NOTCH3 NOVA2 NPC1 NPC2 NPPA NR2F1 NR4A2 NSD1 NSRP1 NSUN2 NT5C2 NTNG1 NTNG2 NTRK2 NUBPL NUP107 NUP133 NUP214 NUP54 NUP62 NUS1 OCLN ODC1 OGDHL OPA1 OPA3 OPHN1 OPTN OSGEP OSTM1 OTUD6B OTX2 PACS2 PAFAH1B1 PAH PANK2 PARK7 PARS2 PAX3 PAX6 PCDH12 PCLO PCYT1A PCYT2 PDCD1 PDGFB PDGFRB PDHX PDPN PDYN PET100 PET117 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PFN1 PGAP1 PHACTR1 PHGDH PHYH PI4KA PIGA PIGN PIGP PIGQ PIGT PIGU PIK3CA PIK3R5 PINK1 PLA2G6 PLAA PLCB1 PLCH1 PLP1 PMP2 PMP22 PMPCA PMPCB PMS1 PMS2 PNKP PNP PNPLA6 PNPLA8 PNPT1 PODXL POLA1 POLG POLR1C POLR3A POLR3B POLR3GL POLR3K POMGNT1 POMK POMT1 POMT2 PON1 PON2 PON3 POU3F3 POU4F1 PPARGC1A PPFIBP1 PPIL1 PPOX PPP1R15B PPP2R2B PPP3CA PPT1 PQBP1 PRDM13 PRDM16 PRDM8 PRF1 PRICKLE1 PRKCZ PRKN PRKRA PRNP PROK2 PROKR2 PRORP PRPH PRPS1 PRRT2 PRSS12 PRTN3 PRUNE1 PSAP PSAT1 PSEN1 PSMC1 PTCH1 PTEN PTPN22 PTPN23 PTS PUM1 PYCR2 RAB11B RAB18 RAB27A RAB3GAP1 RAB3GAP2 RAD50 RALGAPA1 RANBP2 RARS1 RARS2 RASA1 RBM28 RBPJ RD3 RDH12 REEP1 REEP2 REPS1 RERE RETREG1 RFC1 RFC2 RFT1 RHOBTB2 RILPL1 RLIM RNASEH1 RNASEH2A RNASEH2B RNASEH2C RNASET2 RNF113A RNF13 RNF170 RNF216 RNF220 RNU4ATAC RNU7-1 ROGDI RORA RPE65 RPGRIP1 RPIA RPS20 RPS6KA3 RRM2B RTN2 RTTN RUSC2 SACS SAMD9 SAMD9L SAMHD1 SARDH SAT1 SATB1 SATB2 SCN1A SCN1B SCN2A SCN3A SCN4A SCN5A SCN8A SCYL1 SCYL2 SDHA SDHAF1 SDHB SDHD SEC31A SELENOI SEMA3A SEMA4A SEPSECS SERAC1 SETBP1 SETX SHH SHMT2 SHQ1 SIGMAR1 SIK1 SIL1 SIX3 SIX6 SKI SLC12A2 SLC12A5 SLC12A6 SLC13A5 SLC16A2 SLC17A5 SLC18A2 SLC19A3 SLC1A2 SLC1A3 SLC1A4 SLC20A2 SLC25A10 SLC25A12 SLC25A15 SLC25A22 SLC25A46 SLC2A1 SLC2A3 SLC30A10 SLC32A1 SLC33A1 SLC35A2 SLC38A3 SLC39A14 SLC44A1 SLC5A6 SLC6A1 SLC6A3 SLC6A5 SLC6A8 SLC9A7 SLITRK2 SMARCAL1 SMARCB1 SMARCE1 SMC1A SMO SMPD1 SNCA SNORD118 SNX14 SOD1 SON SOX10 SOX2 SOX3 SOX4 SP110 SPART SPAST SPATA5 SPATA5L1 SPATA7 SPEN SPG11 SPG21 SPG7 SPOP SPP1 SPR SPRY4 SPTAN1 SPTBN1 SPTBN2 SPTLC1 SQSTM1 SRD5A3 SRPX2 STAG2 STAMBP STAR STAT4 STIL STN1 STUB1 STX1A STXBP1 SUCLA2 SUFU SUMF1 SUOX SUZ12 SVBP SYNE1 SYNGAP1 SYNJ1 SZT2 TACO1 TACR3 TAF1 TAF15 TAF2 TAF8 TANGO2 TARDBP TARS1 TBC1D20 TBC1D23 TBC1D24 TBCD TBCE TBK1 TBL2 TBP TBX1 TCEAL1 TCF20 TCTN2 TDGF1 TDP1 TECPR2 TELO2 TERT TFG TGFB1 TGFBR2 TGFBR3 TGIF1 TGM6 TH THG1L THOC2 THSD1 TIMM50 TIMM8A TLR3 TLR4 TMEM106B TMEM222 TMEM231 TMEM270 TMEM63A TMEM63C TMEM67 TMTC3 TMX2 TNFRSF11A TNR TOE1 TOR1A TP53 TP53RK TPI1 TPK1 TPP1 TPP2 TPRKB TRAF7 TRAK1 TRAPPC12 TRAPPC2L TRAPPC4 TREM2 TREX1 TRIM8 TRIT1 TRMT10A TRMT5 TSC1 TSC2 TSEN15 TSEN2 TSEN34 TSEN54 TSPOAP1 TTBK2 TTC19 TTC26 TTPA TTR TUBA1A TUBB2B TUBB3 TUBB4A TUBB4B TUBG1 TUBGCP2 TUFM TULP1 TWNK TXN2 TXNRD2 TYROBP UBA5 UBAC2 UBAP1 UBE4A UBE4B UBQLN2 UBTF UCHL1 UFC1 UFM1 UGDH UGP2 UNC13A UNC80 USP45 USP8 VAMP1 VAPB VCP VPS11 VPS13C VPS13D VPS37A VPS37D VPS41 VPS4A VPS50 VPS53 VRK1 VWA3B WARS1 WARS2 WASHC4 WASHC5 WDR11 WDR26 WDR4 WDR45 WDR45B WDR48 WDR62 WDR73 WLS WT1 WWOX XPA XPC YIF1B YRDC YWHAG ZBTB11 ZC4H2 ZEB2 ZFR ZFYVE26 ZFYVE27 ZIC2 ZNF335 ZNF592 ZNF668 ZSWIM6 HP_UPSLANTED_PALPEBRAL_FISSURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_UPSLANTED_PALPEBRAL_FISSURE ABL1 ADAMTS3 ADAMTSL2 ADARB1 ADAT3 ADNP AGO2 AGR2 AHDC1 ALG2 ALX4 ANK1 ANKLE2 ANKRD11 ANKRD17 AP1S1 AP3B1 ARID1B ARVCF ASPM ASXL1 ASXL3 ATAD3A ATRX AUTS2 B3GLCT BCL11B BICRA BLTP1 BPTF BRCA1 BRCA2 BRIP1 BUB1B C2CD3 CACNA1G CCDC22 CCDC32 CD96 CDC42 CDC42BPB CDK13 CDK5RAP2 CDK6 CENPE CENPJ CEP135 CEP152 CEP63 CERT1 CHAMP1 CHD4 CHD5 CIT CLTC CNOT2 CNOT3 COG1 COG7 COL3A1 COMT COPB1 COPB2 CREBBP CTU2 DDB1 DEAF1 DHCR7 DLG3 DLX4 DONSON DPH5 DPYD DVL1 DVL3 DYNC1I2 DYRK1A EBF3 EBP EFTUD2 EHMT1 EIF2AK3 EP300 ERCC4 EXOC2 EXOSC2 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FBXO31 FGFR1 FGFR2 FIG4 FLII FLNA FZD2 GAD1 GATA1 GATA4 GATAD2B GJA1 GJA5 GJA8 GNB2 GP1BB H3-3A H4C11 H4C3 H4C5 HBB HDAC4 HECTD4 HERC1 HERC2 HHAT HIRA HIVEP2 HNRNPR HNRNPU HS2ST1 HSD17B4 HUWE1 IFT140 IFT57 IGF1R IL1RAPL1 IQSEC2 JAG1 JARID2 JMJD1C KANSL1 KAT8 KDM4B KDM5C KIF11 KIF14 KNL1 LIG4 LMBRD2 LMNB1 MAD2L2 MAF MAGEL2 MAP3K7 MAPK8IP3 MAPRE2 MCM7 MCPH1 MCTP2 MECP2 MED13L MEF2C MEGF8 MEIS2 METTL5 MFSD2A MINPP1 MKRN3 MRPS2 MTSS2 MYCN NARS1 NBN NCAPD3 NDUFS4 NFIA NFIX NOG NONO NPAP1 NR2F1 NRCAM NSD2 NSDHL NUP37 NXN OCRL PAK3 PALB2 PARS2 PCDHGC4 PCNT PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PGAP1 PGAP2 PGAP3 PHC1 PHF8 PHIP PIGA PIGB PIGL PIGN PIGO PIGT PIGV PIGW PIGY PLPBP PMM2 POGZ POLA1 POLR3A POLR3GL PPP1CB PPP1R12A PPP1R21 PQBP1 PRDM13 PRKAR1B PTCH1 PUF60 PURA PWAR1 PWRN1 PYCR2 QRICH1 RAB11B RAD21 RAD51 RAD51C RAI1 RDH11 RERE RFWD3 RFX7 RIPK4 ROR2 RREB1 RTTN SARS1 SASS6 SCNM1 SEC24C SEPTIN9 SETD2 SETD5 SIM1 SLC30A9 SLX4 SMC1A SMS SNORD115-1 SNORD116-1 SNRPN SPECC1L SPEN SPTBN1 STEEP1 STIL TAF13 TBCD TBCK TBX1 TBX6 TCF4 TELO2 TFAP2A TGDS THOC6 TLK2 TMCO1 TOE1 TOR1A TRAPPC10 TRAPPC14 TRIO TRIP12 TRPM3 TRRAP TTC26 TUBB TUBGCP2 UBE2A UBE2T UBE3B UBR1 UFD1 UQCC2 USP9X VAC14 WARS1 WASF1 WDR35 WDR62 WNT5A XRCC2 XRCC4 ZC4H2 ZIC2 ZMIZ1 ZMYND11 ZNF148 ZNF292 ZNF526 HP_URETERAL_DUPLICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_URETERAL_DUPLICATION APC2 AXIN1 B3GLCT B9D1 B9D2 CC2D2A CEP290 COL18A1 CPT2 CSPP1 FIBP FUZ GATA6 GPC3 GPC4 IFT140 KCTD1 LMNA MKS1 NCAPG2 NODAL NSD1 PAK2 PBX1 PIGN PORCN PSMD12 RBM8A RPGRIP1 RPGRIP1L SETD2 SLC6A17 SOS1 SOX17 SPINT2 TCTN1 TCTN2 TCTN3 TMEM107 TMEM216 TMEM231 TMEM237 TMEM67 TXNDC15 VANGL1 ZMPSTE24 HP_URETERAL_OBSTRUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_URETERAL_OBSTRUCTION APC2 ATP7A BRF1 CDH11 CTLA4 DHCR7 DSTYK EYA1 FLNA GNB1 GRHPR HLA-DPA1 HLA-DPB1 HNF1B HOXA13 KDM6A KMT2D LAMA3 LAMB3 LAMC2 MAP3K7 MYOD1 NODAL NSD1 PIGL PIGT PRTN3 PTPN22 SETBP1 SETD2 SF3B2 SIX1 SIX5 SLC26A1 SLC35A2 SOX17 TBX18 YY1 ZMYM2 HP_URETERAL_STENOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_URETERAL_STENOSIS APC2 BRF1 CDH11 CTLA4 DHCR7 DSTYK EYA1 FLNA GNB1 HLA-DPA1 HLA-DPB1 HNF1B HOXA13 KDM6A KMT2D MYOD1 NODAL NSD1 PIGL PIGT PRTN3 PTPN22 SETBP1 SETD2 SF3B2 SIX1 SIX5 SLC26A1 SLC35A2 SOX17 TBX18 YY1 ZMYM2 HP_URETEROCELE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_URETEROCELE ARX CASK CDKL5 DMXL2 GNAO1 GRIN1 GRM7 HNF1B ITGA6 ITGB4 KCNA1 LAMA3 LAMB3 LAMC2 LHX1 MAPRE2 NEUROD2 PEX6 PIGP PIGQ PLEC PNKP SCN1B SCN2A SIK1 SLC25A22 SLC32A1 TP63 TRIM8 HP_URETEROPELVIC_JUNCTION_OBSTRUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_URETEROPELVIC_JUNCTION_OBSTRUCTION APC2 BRF1 DHCR7 DSTYK EYA1 GNB1 HNF1B HOXA13 KDM6A KMT2D MYOD1 NSD1 PIGL SETD2 SF3B2 SIX1 SIX5 SLC26A1 SLC35A2 SOX17 TBX18 YY1 ZMYM2 HP_URETHRAL_ATRESIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_URETHRAL_ATRESIA B9D1 B9D2 CC2D2A CEP290 CSPP1 FANCB FRAS1 FREM2 GRIP1 MKS1 RPGRIP1 RPGRIP1L TCTN1 TCTN2 TCTN3 TMEM107 TMEM216 TMEM231 TMEM237 TMEM67 TP63 TXNDC15 WNT3 ZIC3 HP_URETHRAL_DIVERTICULUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_URETHRAL_DIVERTICULUM AR EFEMP2 FBLN5 LTBP1 MAMLD1 PLD1 HP_URETHRAL_FISTULA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_URETHRAL_FISTULA DYNC2H1 DYNC2I1 DYNC2I2 IFT80 MID1 RNU12 UBR1 WDR35 HP_URETHRAL_OBSTRUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_URETHRAL_OBSTRUCTION APC2 BAZ1B BCL7B BNC2 BUD23 CDC45 CHRM3 CLIP2 COL7A1 CTC1 DACT1 DKC1 DNAJC30 EIF4H ELN FERMT1 FKBP6 FLNA FLT4 GTF2I GTF2IRD1 GTF2IRD2 HNRNPH1 HPSE2 IGF2 ITGA6 ITGB4 LAMA3 LAMB3 LAMC2 LIMK1 LRIG2 MAP3K7 MED25 METTL27 MID1 MKKS MLXIPL MMP1 NCF1 NHP2 NOP10 NPM1 NSD1 PARN PKP1 PLEC POLA1 PTPRF RFC2 RIN2 RTEL1 SALL1 SETD2 SIN3A SPRED1 SRCAP STX1A TBL2 TBX1 TERC TERT TINF2 TMEM270 TP63 TYMS USB1 VPS37D WRAP53 ZMYM2 HP_URETHRAL_STENOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_URETHRAL_STENOSIS BAZ1B BCL7B BNC2 BUD23 CDC45 CLIP2 COL7A1 CTC1 DKC1 DNAJC30 EIF4H ELN FERMT1 FKBP6 FLNA FLT4 GTF2I GTF2IRD1 GTF2IRD2 ITGA6 ITGB4 LAMA3 LAMB3 LAMC2 LIMK1 MAP3K7 MED25 METTL27 MKKS MLXIPL MMP1 NCF1 NHP2 NOP10 NPM1 PARN PKP1 PLEC POLA1 PTPRF RFC2 RIN2 RTEL1 SIN3A SPRED1 STX1A TBL2 TBX1 TERC TERT TINF2 TMEM270 TP63 TYMS USB1 VPS37D WRAP53 ZMYM2 HP_URETHRAL_STRICTURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_URETHRAL_STRICTURE CDC45 COL7A1 FERMT1 FLT4 ITGA6 ITGB4 LAMA3 LAMB3 LAMC2 MKKS MMP1 PKP1 PLEC POLA1 TERT TINF2 ZMYM2 HP_URETHRAL_VALVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_URETHRAL_VALVE APC2 BNC2 CHRM3 DACT1 HNRNPH1 HPSE2 IGF2 MID1 NSD1 SALL1 SETD2 SRCAP HP_URETHROVAGINAL_FISTULA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_URETHROVAGINAL_FISTULA DYNC2H1 DYNC2I1 DYNC2I2 IFT80 UBR1 WDR35 HP_URETHROVESICAL_OCCLUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_URETHROVESICAL_OCCLUSION APC2 BNC2 CHRM3 HNRNPH1 IGF2 ITGB4 MID1 NSD1 PLEC SETD2 SRCAP HP_URIC_ACID_NEPHROLITHIASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_URIC_ACID_NEPHROLITHIASIS APRT HPRT1 PRPS1 SLC22A12 SLC2A9 HP_URINARY_BLADDER_SPHINCTER_DYSFUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_URINARY_BLADDER_SPHINCTER_DYSFUNCTION ABCD1 AP5Z1 ATL1 ATXN1 ATXN2 ATXN3 CLN3 COL7A1 FMR1 FXN GBE1 GFAP GJC2 HNRNPA1 HNRNPA2B1 HSPD1 KIF1A KIF5A MMP1 MPZ NIPA1 PIK3R5 PMP22 REEP2 RTN2 SETX SPAST SPG11 SPG7 VCP WASHC5 WWOX ZFYVE26 HP_URINARY_INCONTINENCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_URINARY_INCONTINENCE ABCD1 ADNP AKT1 ALDH18A1 ALMS1 ALS2 AP5Z1 ARSA ARX ATL1 ATP13A2 ATXN10 ATXN2 ATXN8OS AUH BAP1 BIN1 BNC2 CABP4 CACNA1G CACNA1H CAPN1 CCL2 CFAP43 CHMP2B CHRNA2 CHRNA4 CHRNB2 CLCNKB COG5 COPB1 COQ2 CPT1C CRH CYP7B1 DDHD2 DEPDC5 DKK1 DNM2 DNMT1 DPH5 EIF2AK2 FA2H FAR1 FARS2 FGFR3 FITM2 FLVCR1 FMR1 FRMD5 FUS FUZ GAA GABRA1 GABRB3 GABRG2 GALC GALNT2 GBA2 GBE1 GGT1 GJC2 HACE1 HEXB HLA-DQB1 HLA-DRB1 HMBS HPSE2 HS6ST2 HSPD1 HTRA1 IFT57 IGHMBP2 JRK KCNC3 KCND3 KCNT1 KIF5A KMT2B KY LRIG2 MNX1 MORC2 MTMR14 MYF6 MYO1H NEFL NEXMIF NF2 NGF NIPA1 NOTCH2NLC NOTCH3 PANK2 PDCD1 PDGFB PDGFRB PEX11B PIK3CA POT1 PRDM8 PSAP RETREG1 RNF170 RSRC1 RTN2 RYR1 SACS SBF1 SCN9A SIGMAR1 SLC12A3 SLC1A4 SLC20A2 SLC2A1 SLC44A1 SLC9A6 SMARCB1 SMARCE1 SMO SPAST SPG11 SPG7 SPTLC1 SQSTM1 STUB1 SUFU SYNE1 TBCD TBP TBXT TERT TIMM50 TRAF7 TRIO TRPV4 TTR TYROBP UBAP1 VANGL1 VANGL2 VCP WASHC5 ZC4H2 ZEB2 ZFYVE26 ZMYM2 HP_URINARY_RETENTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_URINARY_RETENTION ABCD1 ACTG2 ALDH18A1 ALMS1 APRT ASXL1 BNC2 CACNA1S CAMK2B ERCC6 ERCC8 EXT1 EXT2 GABRA3 HMBS KCNJ18 LAMA3 LAMB3 LAMC2 LMNB1 NAB2 PRNP RASA1 SP110 STAT6 TGFB1 VANGL1 HP_URINARY_TRACT_NEOPLASM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_URINARY_TRACT_NEOPLASM AAGAB AKT1 ALX4 APC ARMC5 ASXL1 ATP7A AURKA AXIN2 B3GALT6 BAP1 BAX BLM BMPER BMPR1A BRAF BRCA2 BUB1 BUB1B BUB3 C1S CCND1 CDC73 CDKN1B CDKN1C CDKN2A CEP57 CHEK2 COL14A1 CTNNB1 DCC DHX37 DICER1 DIS3L2 DLC1 DLST DMRT3 EP300 EPCAM EXT2 FAN1 FERMT1 FGFR3 FH FIBP FLCN FOXE1 GATA4 GNAS GPC3 GPC4 H19 HABP2 HDAC4 HNF1A HNF1B HRAS IFNG IGF2 KCNQ1 KCNQ1OT1 KEAP1 KIF1B KLLN KRAS LMNA MAP3K1 MAX MCC MDH2 MDM2 MET MINPP1 MLH1 MLH3 MSH2 MSH6 MVK NF1 NOD2 NR0B1 NR5A1 NRAS NTHL1 OGG1 PALB2 PAX6 PBRM1 PDGFRL PHF21A PIK3CA PLA2G2A PMS1 PMS2 POT1 POU6F2 PRCC PTCH1 PTEN PTPN12 PTPRJ RAD54B RB1 REST RET RNF139 RNF43 RPS20 SDHA SDHAF2 SDHB SDHC SDHD SEC23B SEMA4A SETBP1 SLC25A11 SMARCA4 SOX9 SPRED1 SRC SRY STK11 TFE3 TGFBR2 TLR2 TMEM127 TP53 TRIM28 TRIM37 TRIP13 TSC1 TSC2 USF3 VAMP7 VHL WRN WT1 WWOX ZFPM2 HP_URINARY_URGENCY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_URINARY_URGENCY ABCD1 ADH1C ALDH18A1 ALMS1 ATL1 ATP13A2 ATP1A3 ATXN10 ATXN2 ATXN8OS B4GALNT1 CACNA1G COQ2 CPT1C EIF2AK1 FA2H FAR1 GBA1 GLUD2 GNB2 HPDL HSPD1 KCNC3 KIF5A KPNA3 LMNB1 LRIG2 MAPT MARS2 MED27 MT-TT NIPA1 NR4A2 PI4KA PINK1 PLP1 PNPT1 REEP1 RTN2 SACS SNCA SNCAIP SPART SPAST SPG11 SPG7 TBP TPP1 TRPV4 UBAP1 WASHC5 ZFYVE26 HP_UROGENITAL_FISTULA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_UROGENITAL_FISTULA CAPN15 CCNQ CD3G CDK8 DACT1 DDB1 DLL3 DOCK2 DYNC2H1 DYNC2I1 DYNC2I2 ELF4 FGF20 FREM1 GFRA1 GREB1L HES7 IFT80 IL10RB ITGA8 JAK3 KDM6A KIF7 KMT2D LFNG LONP1 MESP2 MID1 MKKS MNX1 NCF4 OCRL PI4KA PIGN PKP1 POLR1B POLR1C POLR1D POR RECQL4 RET RIPPLY2 RNU12 SALL1 SALL4 SLC35A2 SPINT2 SYK TCOF1 TCTN3 TGFB1 UBR1 WDR35 WNT9B HP_UROGENITAL_SINUS_ANOMALY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_UROGENITAL_SINUS_ANOMALY AR CHRM3 CYP11A1 DHX37 DMRT3 GATA4 MAP3K1 MKKS NR0B1 NR2F2 NR5A1 PPP1R12A SOX9 SRD5A2 SRY VAMP7 WT1 WWOX ZFPM2 HP_URTICARIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_URTICARIA ADGRE2 ALDH3A2 ALPK1 ANTXR2 ASXL1 CARMIL2 CASP10 CBL CBS CPN1 ELOVL4 ERCC2 ERCC3 ERCC4 ERCC5 FAS FASLG FOXP3 GNB2 HLA-DQB1 HLA-DRB1 IFIH1 IL12A IL12RB1 IRF5 KIT MBTPS2 MMEL1 MVK MYD88 NLRC4 NLRP12 NLRP3 PLCG2 POU2AF1 PRKCD RAC2 RASGRP1 RUNX1 SDHB SDHC SERPING1 SF3B4 SLC27A4 SPIB SPINK5 SRSF2 SUPT16H TET2 TNFSF15 TNPO3 WAS WIPF1 XPNPEP2 HP_USUAL_INTERSTITIAL_PNEUMONIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_USUAL_INTERSTITIAL_PNEUMONIA ABCA3 MUC5B RTEL1 SFTPA1 SFTPA2 SFTPC TERT HP_UTERINE_LEIOMYOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_UTERINE_LEIOMYOMA CDC73 COQ6 FGFR3 FH LZTR1 MSH3 NF2 SMARCB1 HP_UTERINE_PROLAPSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_UTERINE_PROLAPSE COL1A1 COL3A1 COL5A1 COL5A2 ELN RPS6KA3 SMAD3 HP_UTERINE_RUPTURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_UTERINE_RUPTURE COL3A1 IPO8 NDP TGFBR1 TGFBR2 HP_UTERUS_DIDELPHYS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_UTERUS_DIDELPHYS AXIN1 DYNC2H1 DYNC2I1 DYNC2I2 FZD2 GATA3 HOXA13 IFT80 INTU PPP1R12A WDR35 WT1 HP_UVEAL_ECTROPION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_UVEAL_ECTROPION COL8A2 CPAMD8 GRHL2 LAMB2 OVOL2 VSX1 ZEB1 HP_UVEAL_MELANOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_UVEAL_MELANOMA BAP1 BRAF CYSLTR2 GNA11 GNAQ MBD4 SF3B1 STK11 HP_UVEITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_UVEITIS AIRE ANKRD55 AP1S3 ATOH7 BCL10 BIRC3 BLM BTNL2 CAPN5 CASP10 CD247 CD27 DNASE1L3 ERCC1 ERCC4 ERCC6 ERCC8 FAS FASLG FOXP1 GJA1 GPR35 HLA-B HLA-DRB1 IKBKG IL2RA IL2RB IL36RN IL6 IRF4 LACC1 LRBA MALT1 MBTPS2 MIF MST1 NLRP1 NLRP3 NOD2 PRKCD PTPN2 PTPN22 RASGRP1 SEMA4D STAT4 STUB1 TCF4 TKT TNFAIP3 TNFRSF1A HP_U_SHAPED_UPPER_LIP_VERMILION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_U_SHAPED_UPPER_LIP_VERMILION ATRX CDK19 DPM1 EHMT1 MAPK1 ZC4H2 ZSWIM6 HP_VACUOLATED_LYMPHOCYTES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VACUOLATED_LYMPHOCYTES AGA CLN3 CLN5 FUCA1 GLB1 LYST MAN2B1 NEU1 PNPLA2 PPT1 SLC17A5 HP_VAGINAL_FISTULA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VAGINAL_FISTULA CAPN15 CCNQ DACT1 DDB1 DYNC2H1 DYNC2I1 DYNC2I2 FREM1 IFT80 IL10RB JAK3 KIF7 LONP1 MKKS MNX1 PI4KA POLR1B POLR1C POLR1D POR RECQL4 RNU12 SALL1 SALL4 SLC35A2 SPINT2 TCOF1 TCTN3 UBR1 WDR35 HP_VAGINAL_NEOPLASM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VAGINAL_NEOPLASM BUB1 BUB1B BUB3 CEP57 COL4A5 COL4A6 FH NAB2 STAT6 TRIP13 HP_VARIABLE_EXPRESSIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VARIABLE_EXPRESSIVITY ADD3 ATL1 CANT1 CD3E CDON CHRNE COL6A1 COL6A2 COL6A3 DARS2 DEGS1 DHDDS DLX5 DPM1 EIF2S3 EYA1 F2 FBXO38 FGFR2 FIG4 FKRP GABRB2 GATA1 GFPT1 GJB6 GLE1 GLI2 GLI3 HARS1 HDAC8 KCNA1 KIF11 KRT81 KRT83 KRT86 LAMA1 MCM2 MFN2 MPC1 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND5 MT-ND6 MT-TC MT-TF MT-TK MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW NAA10 NEFH NIPA1 NUP107 PAX3 PDHX PEX2 PIGH PIGN PITX2 PLAA PLIN4 PMP22 PNPLA2 PRDM8 PRPS1 QDPR RNASEH2B RTEL1 SAMD9L SCN1A SETX SHH SLC25A26 SLC25A46 SLC2A1 SLC52A2 SLC5A2 SPAST SPR STIM1 SURF1 TBCK TENM4 TH TMEM126A TNFRSF11B TPM3 TWIST1 VWF HP_VARICOSE_VEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VARICOSE_VEINS AEBP1 ANGPT2 ARVCF CLCNKB COL3A1 COMT ENG EPHB4 FIBP FLT4 FOXC2 G6PC3 GBA1 GJC2 GP1BB HIRA JMJD1C KIF5A NOTCH3 PIEZO1 PIK3CA RASA1 RREB1 SEC24C SLC12A3 SLC29A3 SMAD2 SMAD3 TBX1 UFD1 VHL HP_VASCULAR_CALCIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VASCULAR_CALCIFICATION ABCC6 ABCG5 ABCG8 ADAR APOB ENPP1 ERCC6 ERCC8 GALNT3 GATA5 GBA1 HGD IFIH1 LDLR LDLRAP1 LSM11 NKX2-5 NOTCH1 NT5E PCSK9 PDGFB PDGFRB RNASEH2A RNASEH2B RNASEH2C RNU7-1 SAMHD1 SLC20A2 SLC34A2 SMAD6 STAT1 TOM1 TREX1 HP_VASCULAR_DILATATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VASCULAR_DILATATION ABCC6 ABL1 ACTA2 ADAMTS19 ADAR AEBP1 AFF4 ALDH18A1 ALDH1A2 ALG5 ALG9 ANGPTL6 APC2 ARF1 ARFGEF2 ATP2B1 ATP6V1A ATP7A B3GALT6 B3GAT3 BAZ1B BCL7B BCR BGN BICC1 BRAF BRF1 BUD23 C12orf57 CARS1 CASZ1 CAVIN1 CHD7 CHRNG CHST3 CLIP2 COL1A1 COL1A2 COL3A1 COL4A1 COL5A1 COL5A2 CRB2 CRKL DNAJB11 DNAJC30 DNMT3A DPH5 EFEMP2 EIF4H ELN ENG ENPP1 EPHB4 ERCC6 ERCC8 ERMARD EXT1 EXT2 FARSB FBLN5 FBN1 FBN2 FKBP6 FLNA FLNB FMR1 FOCAD FOXE3 GAA GABRD GANAB GATA5 GGCX GJA5 GJA8 GMPPB GTF2I GTF2IRD1 GTF2IRD2 HEY2 HGD HLA-B HLA-DRB1 HNRNPK HSPG2 IFIH1 IFNG IFT140 IL12B IL6ST IPO8 KANSL1 KCNAB2 KCNH1 LIMK1 LMNA LOX LRP5 LSM11 LTBP1 LTBP4 LUZP1 MAP1B MAPK1 MAT2A MED12 METTL27 MFAP5 MID1 MKS1 MLX MLXIPL MMP23B MNX1 MYH11 MYH3 MYLK MYPN NCF1 NDE1 NEDD4L NF1 NKAP NKX2-5 NOD2 NODAL NOTCH1 NOTCH3 NPPA NPR3 NSD1 NSMCE2 OFD1 P4HA2 PAM16 PBX1 PCNT PDE11A PDPN PEX12 PGM3 PIGN PKD1 PKD2 PKP2 PLOD1 PLOD3 PPP1CB PRDM16 PRKAR1A PRKCSH PRKCZ PRKG1 PTEN PTPN11 PTPN22 RAF1 RAI1 RASA1 RERE RFC2 RIN2 RNASEH2A RNASEH2B RNASEH2C RNU7-1 ROBO4 RPL10 SALL4 SAMHD1 SEC61A1 SEC63 SEMA3E SETD2 SKI SLC25A24 SLC2A10 SMAD2 SMAD3 SMAD4 SMAD6 SOX10 SPECC1L SPEN SPTBN1 STAT1 STAT3 STX1A TAB2 TBL2 TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 THSD1 THSD4 TMEM270 TMEM67 TMTC3 TNNT2 TOM1 TONSL TPM2 TPM3 TREX1 TSC1 TSC2 UBE4B UBR1 VPS37D WDR19 ZMPSTE24 HP_VASCULAR_GRANULAR_OSMIOPHILIC_MATERIAL_DEPOSITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VASCULAR_GRANULAR_OSMIOPHILIC_MATERIAL_DEPOSITION CLN6 CLN8 CTSD DNAJC5 HTRA1 NOTCH3 PPT1 HP_VASCULAR_NEOPLASM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VASCULAR_NEOPLASM ACVRL1 AGGF1 AKT1 ANTXR1 APC2 ARID1B ARL6IP6 ASXL1 ATP2B1 ATP6V1B2 BIN1 BMPR1A BRAF CALR CCDC22 CCM2 CCND1 CD96 CDON CLPB COQ6 CPLX1 CREBBP CTBP1 CTSA CYP26C1 DHCR7 DIS3L2 DISP1 DLL1 DLST DNM2 DPM1 DPYSL5 DVL1 DVL3 EIF2AK4 ELANE ENG EP300 EPHB4 ESCO2 EXTL3 FBXO28 FGF8 FGFR1 FGFR2 FGFRL1 FH FLT4 FOXH1 FZD2 GAS1 GDF2 GFI1 GLI2 GLI3 GNA11 GNA14 GNAQ GNPTAB GPC6 H4C5 HOXD13 HRAS HS2ST1 IDH1 IDH2 IFNG JAK2 KANSL1 KDM6B KDR KIF1B KLLN KRAS KRIT1 LETM1 LZTR1 MAP2K1 MAP2K2 MAX MDH2 MGAT2 MPL MSL3 MTMR14 MTOR MYF6 NDP NELFA NF1 NF2 NODAL NOTCH1 NRAS NSD1 NSD2 PDCD10 PIGG PIK3CA POR PPP1CB PTCH1 PTEN PTH1R PUF60 RASA1 RBM8A RECQL4 RET RRAS2 RYR1 SDHA SDHAF2 SDHB SDHC SDHD SEC23A SEC23B SETBP1 SETD2 SHH SHOC2 SIX3 SLC25A11 SLC26A2 SMAD4 SMARCB1 SPEN SRD5A3 SRP19 SRP54 STAC3 SUFU TBC1D24 TBX2 TCIRG1 TDGF1 TEK TET2 TFAP2A TGIF1 THSD1 TMEM127 TRPM3 TSC1 TSC2 USF3 VHL VPS35L WASHC5 WNT5A ZIC2 HP_VASCULAR_SKIN_ABNORMALITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VASCULAR_SKIN_ABNORMALITY ABCC6 ABCC9 ABL1 ACP5 ACTA2 ACVRL1 ADA2 ADAM17 ADAMTS2 ADAR ADGRE2 AEBP1 AGA AGPAT2 AGXT AIP AKT1 AKT3 ALDH18A1 ALDH3A2 ALOX12B ALOXE3 ALPK1 ANAPC1 ANGPT1 ANKRD26 ANTXR1 ANTXR2 AP1S1 APOE AQP5 ARHGAP31 ARID1B ARL6IP6 ARMC5 ARPC1B ARPC4 ARVCF ARX ASXL1 ATM ATP2C1 ATP6V0A2 ATP6V1A ATP6V1E1 ATP7A ATP7B ATR ATRX B3GALT6 BANF1 BCOR BGN BLM BLOC1S3 BLOC1S5 BMP2 BMPR2 BRAF BRD4 BSCL2 C1QB C1R C1S C2 C4A CALR CARMIL2 CASP10 CAST CASZ1 CAV1 CAVIN1 CBL CBS CCM2 CCN2 CCR6 CD109 CD19 CD28 CD81 CDH23 CDKN1B CFH CFHR1 CFHR3 CHST14 CHST8 CIB1 CLCN7 CLEC7A COG4 COG8 COL1A1 COL1A2 COL3A1 COL5A1 COL5A2 COL7A1 COMT COX7B CPN1 CR2 CREB3L1 CSTA CTC1 CTLA4 CTNNB1 CTSA CTSB CYLD DAXX DCLRE1B DDB2 DDR2 DDX11 DHCR7 DIAPH1 DKC1 DLL4 DNAJC30 DNASE1L3 DOCK6 DPM1 DPP9 DSE DSG4 DSP DST DTNBP1 EGFR ELMO2 ELN ELOVL4 EMILIN1 ENG ENPP1 EOGT EPHB2 EPHB4 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ETHE1 ETV6 F10 F12 F13A1 F13B F2 F5 F7 F8 FANCA FANCC FANCD2 FANCE FAS FASLG FBN1 FCGR2C FECH FERMT1 FERMT3 FGA FGB FGG FIP1L1 FKBP10 FKBP14 FLNA FLT4 FOS FOXE3 FOXP3 FRG1 FTO FUCA1 FYB1 FZD4 G6PC3 GABRD GATA1 GATA2 GBA1 GCGR GDF2 GFI1B GGCX GIMAP5 GJA1 GJA5 GJA8 GJB3 GJB4 GLA GLB1 GLUL GNA11 GNA14 GNAQ GNAS GNB2 GNPTAB GP1BA GP1BB GP6 GP9 GPR35 GSN GUCY1A1 H4C3 HBA1 HBA2 HCCS HCK HDAC8 HEATR3 HEY2 HFE HIRA HLA-B HLA-DPA1 HLA-DPB1 HLA-DQB1 HLA-DRB1 HOXA11 HPGD HPS1 HPS3 HPS4 HPS5 HPS6 HS3ST6 HSPG2 IARS2 ICOS IFIH1 IFNG IKBKG IKZF1 IL12A IL12RB1 IL17F IL17RA IL17RC IL36RN IL7 IPO8 IRF2BP2 IRF5 ITGA2 ITGA2B ITGA3 ITGB3 JAK2 JAM2 JMJD1C KCNAB2 KCNQ2 KDSR KIAA0319L KIT KLLN KNG1 KRAS KRIT1 KRT1 KRT10 KRT14 KRT2 KRT5 KRT83 LARP7 LBR LCP2 LEMD2 LIG1 LIG4 LIPN LMAN1 LMNA LMX1B LORICRIN LOX LRP1 LRP5 LSM11 LUZP1 LYST MANBA MAP2K1 MAPK1 MASP1 MAT2A MBTPS2 MCFD2 MEFV MFAP5 MMEL1 MMP23B MPL MRE11 MS4A1 MST1 MT-ATP6 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW MTAP MVK MYD88 MYH11 MYH9 MYLK MYOF MYORG NABP1 NAGA NAXD NBEAL2 NBN NDP NDUFB11 NDUFS2 NEU1 NF1 NFIA NFIX NFKB1 NFKB2 NHP2 NIPBL NLRC4 NLRP12 NLRP3 NOD2 NOP10 NOTCH1 NPM1 NR3C1 NSDHL NSUN2 NTRK1 NUMA1 OCLN ODC1 ORAI1 P2RY12 PARN PCNA PDCD10 PDE11A PDGFB PDGFRB PDPN PDSS1 PEPD PERP PEX6 PGAP2 PGAP3 PGM3 PIGL PIGO PIGV PIGW PIGY PIK3CA PIK3R1 PLAU PLCG2 PLEC PLG PLOD1 PLOD3 PML PNKP POLA1 POLD1 POLE POLH POLR3A PORCN POU2AF1 PPARG PPP1R15B PRDM16 PRDM5 PRF1 PRKACA PRKACG PRKAR1A PRKCD PRKCZ PRKG1 PROC PROS1 PRTN3 PSMB8 PSMG2 PTDSS1 PTEN PTPN11 PTPN22 PYCR1 RAB27A RAC2 RAD21 RARA RASA1 RASGRP1 RASGRP2 RBPJ RECQL RECQL4 RERE RHOH RIN2 RNASEH2A RNASEH2B RNASEH2C RNF113A RNF168 RNF213 RNU7-1 RPS6KA3 RREB1 RTEL1 RUNX1 SAMD9 SAMHD1 SASH1 SBDS SCARB2 SCN10A SCN11A SCN9A SDHB SDHC SDHD SEC23B SEC24C SEMA4D SERPINE1 SERPINF2 SERPING1 SETD2 SETX SF3B4 SH2B3 SIK3 SKI SLC20A2 SLC25A24 SLC27A4 SLC29A3 SLC2A10 SLC35A1 SLC37A4 SLC39A13 SLC39A4 SLC51A SLFN14 SLURP1 SMAD2 SMAD3 SMAD4 SMC1A SMC3 SNX10 SOS1 SOX18 SPEN SPIB SPINK5 SPRED2 SREBF1 SRSF2 STAG1 STAT3 STAT5B STIM1 STING1 STN1 STX11 STXBP1 STXBP2 SULT2B1 SUPT16H SYK TALDO1 TBL1XR1 TBX1 TBXA2R TCF4 TCIRG1 TERC TERT TET2 TFR2 TGFB2 TGFB3 TGFBR1 TGFBR2 TGM1 TGM5 THSD4 TINF2 TMC6 TMC8 TNFRSF13B TNFRSF13C TNFRSF1A TNFRSF1B TNFSF11 TNFSF12 TNFSF15 TNPO3 TNXB TP53 TRAF3IP2 TREX1 TRPM4 TRPV3 TSPAN12 TYMS UBE4B UFD1 UNC13D USB1 USF3 USP18 USP48 USP8 UVSSA VEGFC VPS53 VWF WAS WIPF1 WNT10A WRAP53 WRN XPA XPC XPNPEP2 XPR1 XRCC4 ZBTB16 ZMPSTE24 ZNF408 ZNF469 HP_VASCULAR_TORTUOSITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VASCULAR_TORTUOSITY ALDH18A1 APP ATP7A COL5A1 DNAJC30 EFEMP2 FBLN5 IDH1 IPO8 MT-ATP6 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND4 MT-ND4L MT-ND5 MT-ND6 NEK1 NT5E PCGF2 PYCR1 RASA1 SELENOI SLC2A10 SMAD3 TGFB2 TGFBR1 TGFBR2 HP_VASCULITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VASCULITIS ACP5 ADA2 ARPC1B C1QB C4A CASP10 CCR1 CD19 CD244 CD81 CFI CIITA CR2 CTLA4 DNASE1L3 DOCK8 ERAP1 FAS FASLG HCK HLA-B HLA-DPA1 HLA-DPB1 HLA-DRB1 ICOS IFIH1 IFNGR1 IL10 IL12A IL12A-AS1 IL12B IL12RB1 IL23R IRF2BP2 KLRC4 MEFV MLX MS4A1 MVK MYD88 NFKB1 NFKB2 NFKBIL1 NLRP3 NOD2 OTULIN P4HA2 PGM3 PNP POLR3F PRKCD PRTN3 PTPN22 RASGRP1 SCN10A SCN11A SCN9A SH2D1A SLC22A4 STAT4 SYK TLR4 TNFRSF13B TNFRSF13C TNFRSF1A TNFSF12 TREX1 UBAC2 WAS WIPF1 XIAP HP_VASCULITIS_BY_ANATOMICAL_SITE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VASCULITIS_BY_ANATOMICAL_SITE ARPC1B C1QB DNASE1L3 DOCK8 HCK IL12RB1 MEFV NOD2 PGM3 PNP POLR3F SYK TREX1 WAS HP_VASCULITIS_IN_THE_SKIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VASCULITIS_IN_THE_SKIN ARPC1B C1QB HCK IL12RB1 PGM3 SYK TREX1 HP_VEGETATIVE_STATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VEGETATIVE_STATE AARS1 ABCD1 ARSA EPM2A ISCA2 LNPK NHLRC1 PEX2 PIGA PLA2G6 POLG PSAP SHQ1 TTC26 HP_VEIN_OF_GALEN_ANEURYSMAL_MALFORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VEIN_OF_GALEN_ANEURYSMAL_MALFORMATION EDN1 EPHB4 GNAI3 PLCB4 RASA1 HP_VELOPHARYNGEAL_INSUFFICIENCY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VELOPHARYNGEAL_INSUFFICIENCY ARHGAP29 ARHGEF38 BICRA BMP4 CDH1 COBLL1 DGCR2 DGCR6 DGCR8 DLG1 DLX4 ESS2 GRHL3 IRF6 MSX1 MYMX NECTIN1 NEK1 PDGFRA RAD21 RAI1 RIC1 RLIM SF3B4 SIAH1 TBX1 THOC6 TP63 TUBB6 TWIST1 TWIST2 UBB HP_VENOUS_INSUFFICIENCY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VENOUS_INSUFFICIENCY AEBP1 AGGF1 ANGPT2 ARVCF ATP7A CLCNKB COL3A1 COMT ENG EPHB4 FIBP FLT4 FOXC2 G6PC3 GBA1 GJC2 GNAQ GP1BB HIRA JMJD1C KIF5A NDP NOTCH3 PIEZO1 PIK3CA PROC PROS1 PTEN RASA1 RREB1 SEC24C SLC12A3 SLC29A3 SMAD2 SMAD3 SMOC1 TBX1 UFD1 VHL HP_VENOUS_MALFORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VENOUS_MALFORMATION AKT1 ALX4 CCM2 GLMN KRIT1 MSX2 PDCD10 PIK3CA RASA1 TEK HP_VENOUS_THROMBOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VENOUS_THROMBOSIS ACVRL1 AGGF1 AKT1 ALG6 C4A CALR CASR CBS CCR1 CD55 CFTR CPA1 CTLA4 CTNNB1 CTRC ENG EPAS1 EPOR ERAP1 F13A1 F2 F5 F8 F9 FAS FGA FGB FGG GDF2 GNAQ HABP2 HBB HLA-B HLA-DPA1 HLA-DPB1 IDH1 IDH2 IFNGR1 IL10 IL12A IL12A-AS1 IL23R JAK2 KCNN4 KIF11 KLRC4 MEFV MET MMACHC MPL MTHFR MTRR NOTCH1 PDGFRA PGM1 PIEZO1 PIGA PIGM PMM2 PROC PRORP PROS1 PRSS1 PRSS2 PRTN3 PTEN PTH1R PTPN22 SAA1 SERPINC1 SERPIND1 SH2B3 SLC4A1 SMAD4 SPINK1 STAT4 TET2 TGFB2 THBD THPO TLR4 TP53 UBA1 UBAC2 HP_VENTILATOR_DEPENDENCE_WITH_INABILITY_TO_WEAN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VENTILATOR_DEPENDENCE_WITH_INABILITY_TO_WEAN ALAD IGHMBP2 MT-TE TK2 TRMU HP_VENTRICULAR_ARRHYTHMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VENTRICULAR_ARRHYTHMIA ABCA3 ABCC8 ABCC9 ACADVL ACTC1 ACTN2 AKAP9 ALG10B AMN ANK2 ASXL1 ATP1A3 BAG5 BMP2 BTNL2 CACNA1C CACNA1S CACNA2D1 CACNB2 CALM1 CALM2 CALM3 CASQ2 CAV3 CAVIN1 CDH2 CDH23 CITED2 CLCNKB CNBP COX7B CPOX CPT2 CRYAB CSF2RA CSF2RB CSRP3 CTNNA3 CUBN DHCR7 DNAJC30 DNMT3A DOHH DPP6 DSC2 DSG2 DSP DST DTNA ECE1 ELP1 EMD FBP1 FHL1 FLAD1 FMO3 FNIP1 GAA GABRA3 GATA4 GATA6 GJA5 GNAI2 GNB5 GPD1L GTPBP3 GYG1 HCCS HCN4 HLA-DRB1 HMBS HNF1A HNF4A IFNG JAG2 JPH2 JUP KCND3 KCNE1 KCNE2 KCNE3 KCNE5 KCNH2 KCNJ11 KCNJ18 KCNJ2 KCNJ5 KCNJ8 KCNQ1 KCTD1 KIT KYNU LAMP2 LDB3 LMNA LMOD2 MAX MRPS14 MT-ATP6 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MT-TC MT-TF MT-TH MT-TK MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTFMT MYBPC3 MYH6 MYH7 MYL2 MYL3 MYOZ2 MYRF NAA10 NAXD NDUFAF1 NDUFB11 NDUFS2 NFIX NKX2-5 NKX2-6 NOS1AP NPPA NUP155 PGM1 PKP2 PLN PLXND1 POLG POLG2 PPOX PRKAG2 PRORP PYGM RAF1 RANGRF RET RHAG RHCE RHD RRM2B RYR1 RYR2 SCN10A SCN1B SCN2B SCN3B SCN4B SCN5A SCN9A SCNN1A SDHB SDHC SDHD SEMA3A SFTPB SFTPC SGO1 SLC12A3 SLC19A2 SLC25A20 SLC25A4 SLC4A3 SLMAP SNTA1 SPRED1 SRSF2 SRY SYNE1 SYNE2 TANGO2 TBX20 TBX5 TCAP TECRL TET2 TGFB3 TLL1 TMEM127 TMEM43 TNNC1 TNNI3 TNNI3K TOR1AIP1 TPM1 TRDN TRPM4 TSC1 TSC2 TSHR TTN TWNK UCP2 VEZF1 VHL VPS33A ZNF699 HP_VENTRICULAR_ESCAPE_RHYTHM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VENTRICULAR_ESCAPE_RHYTHM EMD FHL1 GJA5 GNB5 LMNA NPPA SCN5A SGO1 SYNE1 SYNE2 TMEM43 HP_VENTRICULAR_FIBRILLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VENTRICULAR_FIBRILLATION ABCC9 ACADVL ACTC1 AKAP9 ALG10B BAG5 CACNA1C CACNA1S CACNA2D1 CACNB2 CALM1 CALM2 CLCNKB DHCR7 DPP6 DSP GABRA3 GPD1L GYG1 HCN4 KCND3 KCNE1 KCNE2 KCNE3 KCNE5 KCNH2 KCNJ18 KCNJ2 KCNJ8 KCNQ1 MYBPC3 MYL2 MYL3 NDUFB11 PKP2 PRKAG2 RANGRF RYR2 SCN10A SCN1B SCN2B SCN3B SCN5A SCNN1A SEMA3A SLC12A3 SLC4A3 SLMAP SNTA1 TANGO2 TECRL TNNC1 TRPM4 HP_VENTRICULAR_HYPERTROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VENTRICULAR_HYPERTROPHY ABCA1 ABCC6 ABCC9 ACTC1 ACTN2 ADAM17 AGL AIP ALG12 ALPK3 ARL6 ARSK ATP13A3 ATP6AP2 ATP6V1E1 B3GAT3 BBS1 BIN1 BMPR2 C1QBP CACNA1D CCDC28B CHST3 CLN3 COG1 COL1A2 COLQ COQ7 COQ9 COX16 COX6B1 COX7B CPT2 DEF6 DMD DTNA DYSF EGFR ENPP1 EPG5 ESPN FHL1 FKRP FLNC FOXF1 FZR1 GAA GLA GLRX5 GNPTAB GPC3 GPC4 GPR101 GTPBP3 GYG1 GYS1 HADHA HADHB HCN4 HSD11B2 IPO8 JPH2 KCNJ5 KMT2D LAMB2 LDB3 LMNA LOX LRPPRC LTBP4 LZTR1 MEN1 MOGS MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND5 MT-ND6 MT-TC MT-TF MT-TK MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTX2 MYBPC3 MYH6 MYH7 MYL2 MYL3 MYOZ2 MYPN MYRF NAXD NDUFA11 NDUFS2 NEXN NHLRC2 NKX2-5 NKX2-6 NOD2 NONO NOTCH1 NPHP3 NPPA NSMCE2 PIGN PLN PLXND1 POLG POLG2 POMT1 POMT2 PRKAG2 PSEN1 PSEN2 RIT1 RNU7-1 RPL5 RRM2B RYR1 SCN5A SCO1 SDHA SDHAF1 SDHB SDHD SELENON SFTPB SGCD SGCG SLC25A12 SLC25A20 SLC25A24 SLC25A4 SLC2A10 SMAD2 SMAD3 SPEG STAMBP SVIL TALDO1 TCAP TLL1 TNNC1 TNNI3 TNNT2 TPK1 TRMT10C TTN TTR TWNK VIPAS39 VPS33B WAC WDR35 ZMPSTE24 ZNF462 ZNF687 HP_VENTRICULAR_PREEXCITATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VENTRICULAR_PREEXCITATION ATP1A3 BMP2 DNAJC30 FNIP1 GAA GTPBP3 IFNG JAG2 LAMP2 MRPS14 MT-ATP6 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MT-TC MT-TF MT-TH MT-TK MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTFMT NDUFAF1 NDUFS2 PRKAG2 TCAP TNNI3 TSC1 TSC2 HP_VENTRICULAR_SEPTAL_HYPERTROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VENTRICULAR_SEPTAL_HYPERTROPHY ALPK3 BSCL2 CSRP3 GLA GYG1 LEMD2 MAP2K2 MTFMT MYBPC3 MYL2 MYPN SYNE1 TNNT2 HP_VENTRICULAR_TACHYCARDIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VENTRICULAR_TACHYCARDIA ABCC9 ACADVL ACTC1 AKAP9 BAG5 BTNL2 CACNA1C CACNA1S CACNA2D1 CACNB2 CALM1 CALM2 CALM3 CASQ2 CDH2 CPT2 CRYAB CSRP3 CTNNA3 DSG2 DSP GNAI2 GPD1L GYG1 HCN4 HLA-DRB1 JPH2 JUP KCND3 KCNE3 KCNE5 KCNJ2 KCNJ5 KCNJ8 LAMP2 LMOD2 MT-CYB MYH6 MYH7 MYL2 MYOZ2 NAA10 NDUFB11 NPPA PKP2 RANGRF RYR1 RYR2 SCN10A SCN1B SCN2B SCN3B SCN5A SCNN1A SEMA3A SLC12A3 SLC25A20 SLMAP TANGO2 TECRL TMEM43 TPM1 TRDN TRPM4 TTN HP_VENTRICULOMEGALY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VENTRICULOMEGALY AARS1 AARS2 ABCD1 ACD ACP5 ACTA2 ACTB ACTG1 ADAR ADAT3 ADGRG1 ADNP AFF3 AHCY AHI1 AKT3 ALDH6A1 ALDH7A1 ALG12 ALG2 ALG3 ALG8 ALPK3 AMPD2 ANKLE2 ANKRD11 ANTXR1 AP1S2 AP4B1 AP4E1 AP4M1 APC2 ARHGAP31 ARID1A ARID1B ARID2 ARMC9 ARX ASNS ASPM ASXL1 ASXL2 ASXL3 ATP11A ATP1A1 ATP1A3 ATP6AP2 ATP6V0A2 ATP6V1A ATP6V1B2 ATP6V1E1 ATXN1 ATXN2 ATXN3 B3GALNT2 B3GLCT B4GALT1 B4GAT1 B9D1 B9D2 BCAP31 BCOR BGN BICD2 BLTP1 BMP2 BMP4 BRCA1 BRCA2 BRD4 BRF1 BRIP1 BUB1 BUB1B BUB3 C12orf57 C2CD3 CARS1 CASK CASZ1 CC2D2A CCDC103 CCDC174 CCDC22 CCDC39 CCDC40 CCDC65 CCDC88A CCDC88C CCND2 CCNO CDC42 CDC42BPB CDK5RAP2 CDK6 CDKN1C CELF2 CENPE CENPJ CEP120 CEP135 CEP152 CEP290 CEP57 CEP63 CFAP221 CFAP298 CFAP300 CFAP74 CHD3 CHD4 CHD7 CHST14 CILK1 CIT CLCN3 CLCN4 CLP1 CLTC COASY COG1 COG4 COG5 COG6 COG8 COL18A1 COL3A1 COL4A1 COL4A2 COPB2 COX16 COX20 COX6B1 COX8A CPLX1 CPT2 CRB2 CRPPA CSF1R CSGALNACT1 CSPP1 CTBP1 CTCF CTDP1 CTNNB1 CTSF CUL4B CUX1 CYFIP2 D2HGDH DAG1 DCHS1 DCX DDX3X DEAF1 DENND5A DHCR24 DHCR7 DHX30 DIAPH1 DISC1 DKC1 DLL1 DMPK DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAL1 DNM1 DNMT1 DNMT3A DOCK6 DOHH DOK7 DPF2 DPH1 DPH2 DPM1 DPYSL5 DRC1 DSE DTYMK DYNC2H1 DYNC2I1 DYNC2I2 DYRK1A EBP EHMT1 EIF2B4 EIF2B5 EIF2S3 EMG1 EML1 EOMES ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 ESCO2 EVC EVC2 EXOC2 EXT1 EXTL3 EZH2 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAR1 FARS2 FAT4 FBN1 FBP1 FBXL4 FBXO28 FBXW11 FGFR1 FGFR2 FGFR3 FGFRL1 FH FIG4 FKRP FKTN FLI1 FLII FLVCR2 FOXF1 FOXJ1 FOXP3 FOXRED1 FTO GABBR2 GABRD GAN GAS2L2 GAS8 GBA1 GCDH GET4 GFM2 GJB2 GJB6 GLB1 GLI3 GLUL GMPPB GNAO1 GNB2 GON7 GOSR2 GPC3 GPC4 GPSM2 GRIA3 GRIK2 GRIN1 GRM1 GRN GTF2E2 GTF2H5 GTPBP2 H1-4 H3-3A HDAC4 HDAC8 HECW2 HEPACAM HERC1 HERC2 HIBCH HK1 HNRNPK HNRNPU HRAS HS6ST2 HSD17B4 HSPG2 HTRA2 HTT HUWE1 HYDIN HYLS1 IBA57 IDH1 IFIH1 IFT140 IFT172 IFT43 IFT80 IGF2 INPP5E INTU IQSEC2 ISCA1 ITPR1 JAM2 JAM3 KANK1 KANSL1 KAT8 KATNB1 KCNAB2 KCNJ6 KCNK4 KCNN2 KCNQ1 KCNQ1OT1 KCTD1 KDM6A KIAA0586 KIAA0753 KIDINS220 KIF14 KIF1A KIF21A KIF26A KIF5A KIF7 KIFBP KLHL15 KMT2C KMT2D KMT5B KNL1 KNSTRN KPNA3 KPTN KRAS KRT14 KRT5 L1CAM LAMA1 LARGE1 LETM1 LIPT1 LIPT2 LMNB1 LMNB2 LONP1 LRRC32 LRRC56 LSM11 LUZP1 MAB21L1 MAD2L2 MAF MAG MAGEL2 MAN2C1 MAPKAPK5 MAPRE2 MARS2 MAST1 MBTPS2 MCIDAS MCM7 MCPH1 MED12 MED25 MEF2C METTL5 MFSD2A MID1 MINPP1 MKRN3 MKS1 MMP23B MOCS1 MOCS2 MPDU1 MPDZ MPLKIP MRE11 MRPS16 MSL3 MT-ATP6 MTHFR MTHFS MTM1 MTOR MTRR MUSK MYMK MYMX MYOD1 MYORG NAA10 NADK2 NAE1 NANS NAXD NAXE NCAPD3 NCAPG2 NDE1 NDN NDST1 NDUFA6 NDUFA8 NDUFB11 NDUFS2 NDUFS8 NEK1 NEK10 NEXMIF NFIA NFIB NFIX NGLY1 NHLRC2 NIPA1 NIPA2 NIPBL NME5 NME8 NOTCH2NLC NPAP1 NPHP3 NRAS NRCAM NSD1 NSD2 NUP188 NUP37 NUP88 OCA2 OCLN OCRL ODAD1 ODAD2 ODAD3 ODAD4 ODC1 OFD1 OGDH OGDHL OPHN1 OSGEP OSTM1 OTUD5 OTUD6B PAFAH1B1 PALB2 PARN PAX6 PCDH19 PCNT PDE2A PDGFB PDGFRB PDHA1 PDHB PDHX PDPN PGAP1 PGAP2 PGAP3 PHACTR1 PHC1 PHGDH PI4KA PIEZO2 PIGA PIGB PIGN PIGO PIGQ PIK3CA PIK3CD PIK3R2 PLAA PLCH1 PLG PLOD3 PLPBP PMM2 PMPCA PNKP POLR2A POLR3A POLRMT POMGNT1 POMGNT2 POMK POMT1 POMT2 PPFIBP1 PPP1CB PPP1R21 PPP2CA PPP2R1A PPP2R5D PRDM16 PRKCZ PRNP PSAP PSAT1 PTCH1 PTDSS1 PTEN PTPN23 PUF60 PUS3 PUS7 PWAR1 PWRN1 PYCR2 QARS1 RAB11B RAB18 RAB3GAP1 RAB3GAP2 RAC1 RAC3 RAD21 RAD51 RAD51C RAI1 RAPSN RERE RFWD3 RHOBTB2 RNASEH2A RNASEH2B RNASEH2C RNASET2 RNF113A RNF125 RNF213 RNU12 RNU4ATAC RNU7-1 ROBO1 ROGDI RPGR RPGRIP1 RPGRIP1L RPS6KA3 RRAS2 RSPH1 RSPH3 RSPH4A RSPH9 RTEL1 RTTN RXYLT1 SAMHD1 SARS1 SASS6 SATB1 SCO2 SEC31A SEMA3E SEPSECS SETBP1 SETD2 SH2B1 SHANK3 SHH SHMT2 SHPK SHQ1 SIM1 SIN3A SIN3B SKI SLC12A6 SLC18A3 SLC20A2 SLC25A1 SLC25A19 SLC31A1 SLC35A2 SLC39A8 SLC6A9 SLC9A6 SLITRK2 SLX4 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMC3 SMG9 SMO SNIP1 SNORD115-1 SNORD116-1 SNRPN SON SOX11 SOX4 SOX9 SPAG1 SPATA5L1 SPEF2 SPEN SPG11 SPRED2 SPTBN1 STAC3 STIL STK36 STRADA SUCLA2 SUMF1 TAF1 TAF13 TAF8 TAOK1 TAPT1 TARS1 TBC1D24 TBC1D2B TBCD TBCE TBCK TBL1XR1 TCF4 TCTN1 TCTN2 TCTN3 TERT TET3 TGDS THOC2 THOC6 TIMMDC1 TINF2 TMCO1 TMEM107 TMEM138 TMEM147 TMEM216 TMEM231 TMEM237 TMEM67 TMTC3 TMX2 TNFRSF11A TNNI3 TNPO2 TOE1 TPRKB TRAF7 TRAIP TRAPPC10 TRAPPC12 TRAPPC14 TRAPPC6B TREM2 TREX1 TRIM37 TRIM71 TRIP13 TRPM3 TRPS1 TRPV6 TRRAP TSEN15 TSEN2 TSEN34 TSEN54 TSFM TTC12 TTC26 TTC5 TUBA1A TUBB TUBB2A TUBB2B TUBB3 TUBG1 TXNDC15 TYROBP UBE2T UBE3B UBE4B UBTF UGDH USP18 USP7 USP9X VPS11 VPS13A VPS35L VPS37A VPS51 VPS53 VRK1 VSX1 WAC WARS1 WARS2 WASF1 WASHC5 WDR26 WDR35 WDR45B WDR62 WDR73 WDR81 WLS XPR1 XRCC2 XRCC4 YARS1 YIPF5 YME1L1 YWHAE YY1 ZBTB11 ZBTB20 ZC4H2 ZEB2 ZIC1 ZIC2 ZMIZ1 ZMYND10 ZNF148 ZNF292 ZNF335 ZNF462 ZNF699 ZNHIT3 ZSWIM6 HP_VERRUCAE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VERRUCAE ATP2A2 BLNK CARMIL2 CD4 CD79A CD79B CIB1 CXCR4 DCLRE1C DOCK8 ECM1 FCN3 GATA2 IGHM IGLL1 IKBKG IL7 IVNS1ABP LRRC8A PIK3R1 RHOH SASH3 SLC39A7 SPI1 STK4 TCF3 TMC6 TMC8 HP_VERTEBRAL_ARCH_ANOMALY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VERTEBRAL_ARCH_ANOMALY ANKRD11 CHST3 DDRGK1 EXOC6B FGFR3 GNPTAB HNRNPR JAG1 KIF22 LTBP3 NPR2 PDE4D PRKAR1A RMRP RNU4ATAC SLC35D1 SMAD4 TONSL HP_VERTEBRAL_CLEFTING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VERTEBRAL_CLEFTING ALDH1A2 ALG12 ALPL ARSL CHRNG CHST3 COG1 COL11A2 COL2A1 CSGALNACT1 FLNB FOXF1 GNPAT HAAO HSPA9 HSPG2 IARS2 IPO8 KDM6A KMT2D LAMA5 LONP1 MBTPS2 MESP2 NKX3-2 OTUD5 PEX7 RAD21 RIPPLY2 SC5D SIX6 SLC10A7 SLC26A2 SOX2 SOX5 STAG2 TBX6 TBXT TRIP11 TRPV4 WBP11 HP_VERTEBRAL_COMPRESSION_FRACTURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VERTEBRAL_COMPRESSION_FRACTURE AIP ATRX BRAF CCND1 CDH23 CREB3L1 CRTAP DDRGK1 DKK1 DNAJC21 EFL1 FKBP10 GBA1 GORAB LRP5 MESD MMP2 NFATC2 NOTCH2 NR3C1 P3H1 P4HB PYCR1 SBDS SCARB2 SERPINF1 SERPINH1 SMS SPARC SRP54 TENT5A TNFRSF11A TP53 UROS USP48 USP8 WNT1 WNT3A XYLT2 HP_VERTEBRAL_FUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VERTEBRAL_FUSION ABCC6 ACVR1 AEBP1 AFF4 ANKRD11 ASH1L ASXL2 BMPER BRPF1 CDH11 CHD4 CHN1 CHRNA1 CHRND CHRNG COL2A1 CPLX1 CTBP1 DCC DKK1 DLL3 DNAL4 ENPP1 FANCI FGD1 FGFR2 FGFRL1 FKRP FLNA FLNB FN1 FUZ GDF3 GDF5 GDF6 GPC3 GPC4 HES7 HGD IL1RN KANSL1 LETM1 MAFB MAP3K7 MEOX1 MESP2 MYH3 MYO18B NADSYN1 NOG NOTCH3 NSD2 NTN1 PTCH1 PTCH2 PUF60 RAD51 RBM8A ROR2 SALL4 SF3B2 SIX6 SMAD4 SOX2 SOX5 SUFU TBX6 TMCO1 VANGL1 WBP11 ZIC3 HP_VERTEBRAL_SEGMENTATION_DEFECT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VERTEBRAL_SEGMENTATION_DEFECT ABCC6 ACTB ACVR1 AEBP1 AFF4 ANKRD11 ASH1L ASXL2 ATP6V1B2 ATRX B3GLCT BAZ1B BCL7B BMPER BRPF1 BUD23 CAPN15 CCDC22 CDC45 CDH11 CDK10 CHD4 CHD7 CHN1 CHRM3 CHRNA1 CHRND CHRNG CLIP2 COG1 COL2A1 CPLX1 CTBP1 DCC DKK1 DLK1 DLL3 DNAJC30 DNAL4 DPP9 DPYSL5 DVL1 DVL3 EBP EIF4H EIF5A ELN ENPP1 FANCB FANCI FGD1 FGFR1 FGFR2 FGFRL1 FKBP6 FKRP FLNA FLNB FN1 FRAS1 FREM2 FUZ FZD2 GDF3 GDF5 GDF6 GLI3 GPC3 GPC4 GRIP1 GTF2I GTF2IRD1 GTF2IRD2 H3-3B HES7 HGD HNF1B HNRNPK HOXD13 HRAS IKBKG IL1RN JAG1 KANSL1 KDM6A KMT2D KRAS KYNU LETM1 LFNG LIMK1 LRP4 LYSET MADD MAFB MAP3K7 MBD5 MBTPS2 MEG3 MEOX1 MESP2 METTL27 MID1 MLXIPL MNX1 MYH3 MYO18B NADSYN1 NALCN NCF1 NOG NOTCH3 NRAS NSD2 NTN1 NXN ORC1 PAICS POR PTCH1 PTCH2 PTDSS1 PUF60 RAD21 RAD51 RBM8A RFC2 RIPPLY2 ROR2 RTL1 SALL4 SEMA3E SF3B2 SIX6 SMAD4 SON SOX2 SOX5 STAG2 STX1A SUFU TAF1 TBC1D24 TBL2 TBX2 TBX6 TMCO1 TMEM270 TNNI2 TNNT3 TPM2 VANGL1 VPS35L VPS37D WASHC5 WBP11 WNT4 WNT5A WNT7A ZIC3 HP_VERTEBRAL_WEDGING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VERTEBRAL_WEDGING ARSB BGN CANT1 CCN6 COL2A1 FANCC FKBP10 FN1 FZD2 IFITM5 IFT43 MBTPS2 NPR2 POP1 PTCH1 PTCH2 SEC23A SUFU TRPV4 HP_VERTICAL_NYSTAGMUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VERTICAL_NYSTAGMUS AHDC1 ALX4 ANO10 ATP1A2 CACNA1A COQ2 ECHS1 FAT2 FGF14 MRE11 NDUFS8 PET100 PEX5 PIGN PIGQ PLA2G6 PRRT2 RFC1 SCN1A TMEM106B TTBK2 TTR HP_VERTICAL_SUPRANUCLEAR_GAZE_PALSY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VERTICAL_SUPRANUCLEAR_GAZE_PALSY AASS ACOX2 AGTPBP1 ALDH4A1 ATP13A2 ATXN1 CCDC88C DCTN1 DLAT EIF2AK2 FTL KCNC3 MAPT MTFMT NAXE NEK9 NOP56 NPC1 NPC2 PIGT PLA2G6 PLP1 POLG POLR3A POLR3B SPG7 SQSTM1 TWNK VPS13A HP_VERTIGO https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VERTIGO ABCC9 ADA2 AIFM1 AIP ATP1A2 BCOR BRAF C4A CACNA1A CACNA1G CACNB4 CALM1 CALM2 CALM3 CASQ2 CCND1 CCR1 CDH23 CLCNKB CNNM2 COCH COL3A1 CTNNB1 DBH DKK1 DLST DNMT3A EPAS1 EPOR ERAP1 FAS FGF14 FH FIP1L1 FLI1 FOXI1 GATA2 GATA4 GATA5 GATA6 GCDH GCGR GJA5 GLA GYG1 HLA-B HLA-DRB1 IFNGR1 IL10 IL12A IL12A-AS1 IL23R IRF2BP2 JAK2 JUP KCNA1 KCNA5 KCNE1 KCNE2 KCNJ10 KCNJ2 KCNJ3 KCNJ5 KCNQ1 KCNQ2 KIF1B KLRC4 LRP4 MAX MDH2 MED12 MEFV MEN1 MPL MVK MYD88 MYL2 MYL4 MYO7A NABP1 NAGA NF1 NF2 NKX2-5 NKX2-6 NOP56 NPM1 NPPA NUMA1 NUP155 P4HA2 PDGFB PITX2 PML PRKAR1A PRRT2 PTPN22 RARA RET RYR1 RYR2 SCN1A SCN1B SCN2A SCN2B SCN3B SCN4B SCN5A SDHA SDHAF2 SDHB SDHC SDHD SH2B3 SLC12A3 SLC1A3 SLC25A11 SLC26A4 STAT3 STAT4 STAT5B SUFU TBL1XR1 TECRL TET2 THPO TLR4 TMEM127 TNFRSF1A TPK1 TRDN TRPM4 TTN UBAC2 VHL VSX1 ZBTB16 HP_VERY_LONG_CHAIN_FATTY_ACID_ACCUMULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VERY_LONG_CHAIN_FATTY_ACID_ACCUMULATION ABCD1 ACBD5 ACOX1 HSD17B4 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PNPLA2 HP_VERY_LOW_VISUAL_ACUITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VERY_LOW_VISUAL_ACUITY COL8A2 GRHL2 OVOL2 VSX1 ZEB1 HP_VESTIBULAR_HYPOFUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VESTIBULAR_HYPOFUNCTION ARSG CDH23 CEP78 CIB2 CLRN1 ESPN ESRP1 HARS1 KARS1 MT-TS2 MYO7A OTOG OTOGL PCDH15 SLC9A1 USH1C USH1G WHRN HP_VESTIBULAR_SCHWANNOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VESTIBULAR_SCHWANNOMA COQ6 HRAS KARS1 LZTR1 NF2 SMARCB1 SPRED1 HP_VIRAL_ENCEPHALITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VIRAL_ENCEPHALITIS CD27 CD40LG DBR1 HYOU1 IRF3 NCKAP1L SNORA31 STAT1 TBK1 TICAM1 TLR3 TRAF3 UNC93B1 HP_VIRAL_HEPATITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VIRAL_HEPATITIS APC AXIN1 BTK CASP8 CIITA CTNNB1 IGF2R IGHG2 IGKC MET PDGFRL PIK3CA RFX5 RFXANK RFXAP TP53 HP_VIRAL_INFECTION_INDUCED_RHABDOMYOLYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VIRAL_INFECTION_INDUCED_RHABDOMYOLYSIS ALDOA DGUOK LPIN1 MT-CO1 MT-CO3 OBSCN SEPSECS TSEN15 TSEN2 TSEN34 TSEN54 HP_VISCERAL_ANGIOMATOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VISCERAL_ANGIOMATOSIS ACVRL1 AKT1 ENG FGFR1 FGFR2 GDF2 GNAQ IDH1 IDH2 KRAS PIK3CA PTEN PTH1R SLC26A2 SMAD4 TEK HP_VISUALLY_INDUCED_SEIZURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VISUALLY_INDUCED_SEIZURE CACNB4 CHD2 CILK1 CLCN2 CPA6 EFHC1 GABRA1 GABRD GABRG2 JRK KCNQ3 KCTD7 PCDH19 SCN1A SCN1B SCN2A SCN9A SLC9A6 HP_VISUAL_ACUITY_TEST_ABNORMALITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VISUAL_ACUITY_TEST_ABNORMALITY AKT1 APC BAP1 C1QTNF5 COL25A1 DHX38 KIF21A LRP5 NF2 PDGFB PHOX2A PIK3CA POU3F4 SMARCB1 SMARCE1 SMO SUFU TERT TRAF7 TUBA1A TUBB2B TUBB3 HP_VISUAL_AGNOSIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VISUAL_AGNOSIA ABCD1 CEP85L CHMP2B GRN MAPT PSEN1 TMEM106B TREM2 HP_VISUAL_FIELD_DEFECT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VISUAL_FIELD_DEFECT AARS1 ABCA4 ACO2 ADA2 ADGRV1 AGBL5 AIP AIPL1 AIRE AKT1 AKT3 ALMS1 AMACR ANGPTL6 ARHGEF18 ARL3 ARL6 ARSG ASB10 ATF6 ATP1A2 ATRX BAP1 BBS1 BBS2 BEST1 BMPR1A BRAF BTD C1QTNF5 CACNA1A CACNA1F CACNA2D4 CC2D2A CCDC28B CDH23 CDHR1 CEP78 CERKL CFAP410 CFAP418 CFH CFI CHM CIB2 CLCN2 CLRN1 CNGA1 CNGA3 CNGB1 CNGB3 CNNM4 COL18A1 COL25A1 COL3A1 COL4A1 CRX CTNNB1 CWC27 CYP1B1 CYP4V2 DHDDS DLAT DNAJC30 DNM1L EFEMP1 EIF2B3 ELOVL1 ELOVL4 ENG EPCAM ESPN EYS FA2H FAM161A FAN1 FDXR FLVCR1 FXN GNAQ GNAT1 GNAT2 GPR101 GRK1 GUCY2D HARS1 HGSNAT HK1 HKDC1 HLA-A HLA-B HLA-DRB1 IBA57 IDH3A IDH3B IDS IFT140 IFT172 IMPDH1 IMPG1 IMPG2 ITM2B JAK2 KCNJ13 KCNV2 KIF21A KIF3B KIZ KRAS LCA5 LRAT MAK MEN1 MERTK MFN2 MFSD8 MLH1 MLH3 MMP19 MPL MSH2 MSH6 MSX2 MT-ATP6 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MT-TC MT-TF MT-TK MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTOR MTRFR MTTP MYO7A MYOC NDUFS2 NF2 NR2E3 NR2F1 NR3C1 NRL OAT OFD1 OPA1 OPA3 P4HA2 PCDH15 PDE6A PDE6C PDE6G PDE6H PDGFB PDZD7 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PHOX2A PIK3CA PITPNM3 PMS1 PMS2 POC1B POLG POMGNT1 POU3F4 PROM1 PRORP PRPF3 PRPF31 PRPF4 PRPF6 PRPF8 PRPH2 PRRT2 PTPN22 RAB28 RAX2 RBP3 RDH11 RDH5 REEP6 RGR RHO RLBP1 RNU4ATAC ROM1 RP1 RP2 RP9 RPE65 RPGR RPS20 RRM2B RTN4IP1 SAG SCN1A SDHA SEMA4A SETD5 SH3BP2 SH3TC2 SLC25A46 SLC6A6 SLC7A14 SMARCB1 SMARCE1 SMO SOST SPATA7 SUFU TERT TGFBR2 TGFBR3 THPO THSD1 TIMM8A TIMP3 TMEM126A TOPORS TP53 TRAF7 TREX1 TRNT1 TUBA1A TUBB2B TUBB3 TULP1 UNC119 USH1C USH1G USH2A USP48 USP8 VCAN WFS1 WHRN YARS1 ZNF408 ZNF513 HP_VISUAL_FIXATION_INSTABILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VISUAL_FIXATION_INSTABILITY AMPD2 ASAH1 ASPA CCDC88A CLCN3 CLP1 ITPR1 PET100 RNF13 SLC39A8 VPS4A HP_VISUAL_HALLUCINATIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VISUAL_HALLUCINATIONS ATP13A2 CACNA1A CLN3 CLN6 DEPDC5 DNAJC13 DNAJC5 EIF4G1 EPM2A FBXO7 FIG4 GBA1 GIGYF2 LGI1 LRRK2 NHLRC1 NPRL2 NPRL3 PUS3 RELN SNCA SNCB VPS35 HP_VISUAL_IMPAIRMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VISUAL_IMPAIRMENT AAAS AARS1 ABCA1 ABCA4 ABCC6 ABCD1 ACO2 ACTB ACVRL1 ADA2 ADAM9 ADAMTS10 ADAMTSL4 ADARB1 ADGRV1 ADNP AFF3 AFF4 AFG3L2 AGBL1 AGBL5 AGO2 AGTPBP1 AHDC1 AHI1 AHR AIFM1 AIMP1 AIP AIPL1 AIRE AKT1 AKT3 ALDH3A2 ALG2 ALG3 ALMS1 ALPK1 AMACR AMPD2 ANGPTL6 ANKH ANKRD11 ANKRD55 ANOS1 ANTXR1 AP1G1 AP1S2 AP3B1 AP3D1 AP4B1 AP4E1 AP4M1 AP4S1 APC APOE ARHGDIA ARHGEF18 ARHGEF2 ARID1A ARID1B ARID2 ARL2 ARL2BP ARL3 ARL6 ARMC9 ARNT2 ARPC4 ARSA ARSG ARX ASB10 ASNS ASPA ASPH ATF6 ATIC ATN1 ATOH7 ATP1A2 ATP1A3 ATP5F1A ATP5F1D ATP5F1E ATP5MK ATP6V0A1 ATPAF1 ATPAF2 ATRX ATXN7 B3GALNT2 B3GAT3 B3GLCT B4GAT1 BAP1 BAZ1B BBS1 BBS2 BBS5 BCL10 BCL7B BCOR BDNF BEST1 BIRC3 BLOC1S3 BLOC1S5 BMP4 BMPR1A BOLA3 BRAF BRAT1 BRCA1 BRCA2 BRIP1 BTD BTNL2 BUD23 C19orf12 C1QBP C1QTNF5 C4A CA2 CA4 CABP4 CACNA1A CACNA1B CACNA1D CACNA1E CACNA1F CACNA1I CACNA2D1 CACNA2D4 CAMK2A CAMK2B CAMSAP1 CAPN5 CARS2 CASK CASZ1 CBS CC2D2A CCDC141 CCDC28B CCDC47 CCND1 CCR1 CD109 CD247 CDC42 CDC42BPB CDH23 CDH3 CDHR1 CDK8 CDKL5 CDON CEACAM16 CEP120 CEP164 CEP250 CEP290 CEP41 CEP78 CEP85L CERKL CERT1 CFAP410 CFAP418 CFH CFHR1 CFHR3 CFI CHD3 CHD7 CHKA CHM CHMP1A CHN1 CHP1 CHRDL1 CHST3 CHST6 CIB2 CKAP2L CLCC1 CLCN2 CLCN4 CLCN6 CLCN7 CLEC3B CLIP2 CLN3 CLN5 CLN6 CLN8 CLP1 CLRN1 CLTC CNGA1 CNGA3 CNGB1 CNGB3 CNNM4 CNTNAP1 COG5 COL11A1 COL17A1 COL18A1 COL25A1 COL2A1 COL3A1 COL4A1 COL7A1 COL8A2 COL9A1 COL9A2 COL9A3 COPB2 COQ2 COQ7 COX11 COX6B1 COX7B CPSF3 CRB1 CREBBP CRLS1 CRPPA CRX CRYAA CRYBB1 CRYGC CSF1R CSPP1 CTC1 CTLA4 CTNNA1 CTNNB1 CTNS CTSD CWC27 CYP1B1 CYP27A1 CYP4V2 CYSLTR2 D2HGDH DCC DCN DCT DDR2 DDX3X DHDDS DHX37 DHX38 DIAPH1 DISP1 DLAT DLD DLL1 DNAJC30 DNM1L DNMBP DOCK6 DOCK7 DOHH DOLK DPF2 DPM1 DPP6 DRAM2 DTNBP1 DTYMK DUSP6 DYRK1A EARS2 EBP EFEMP1 EIF2B1 EIF2B3 EIF4H ELMO2 ELN ELOVL1 ELOVL4 ELP4 EMC1 ENG ENPP1 EPCAM EPM2A EPRS1 ERAP1 ERCC1 ERCC2 ERCC4 ERCC5 ERCC6 ERCC8 ERF ESPN EXOSC3 EXOSC8 EXOSC9 EYS FA2H FAM161A FAN1 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FARS2 FAS FBN1 FBN2 FBXW7 FCSK FDFT1 FDX2 FDXR FEZF1 FGF12 FGF17 FGF8 FGFR1 FGFR2 FGFR3 FH FIG4 FKBP6 FKRP FKTN FLNA FLRT3 FLVCR1 FN1 FOXC1 FOXE3 FOXH1 FOXL2 FOXP1 FOXRED1 FRAS1 FREM2 FRMD7 FSCN2 FXN FZD4 GABRA2 GABRB1 GABRB2 GABRD GALC GAS1 GATA1 GATA2 GDF2 GDF3 GDF6 GIPC3 GJA1 GJB2 GJB6 GLB1 GLI2 GLRX5 GLYCTK GM2A GMPPA GMPPB GNA11 GNAQ GNAS GNAT1 GNAT2 GNB1 GNB3 GNS GP1BA GP1BB GPAA1 GPR101 GPR143 GPR179 GRHL2 GRIK2 GRIN1 GRIN2D GRIP1 GRK1 GRM6 GRM7 GRN GRXCR2 GSN GTF2I GTF2IRD1 GTF2IRD2 GTPBP2 GTPBP3 GUCA1A GUCA1B GUCY2D GUSB H1-4 H3-3A H4C3 H4C9 HADHA HARS1 HCCS HDAC4 HECW2 HESX1 HEXA HEXB HGSNAT HIKESHI HK1 HKDC1 HLA-A HLA-B HLA-DPA1 HLA-DPB1 HLA-DQB1 HLA-DRB1 HMCN1 HMX1 HPDL HPS1 HPS3 HPS4 HPS5 HPS6 HS6ST1 HSD17B10 HSD17B4 HSPG2 IBA57 IDH3A IDH3B IDS IFNGR1 IFT140 IFT172 IFT43 IFT74 IFT88 IGBP1 IKBKG IKZF1 IL10 IL12A IL12A-AS1 IL17RD IL23R IL2RA IL2RB IMPDH1 IMPG1 IMPG2 INPP5E INVS IQCB1 IQSEC1 ISCA2 ITGA2 ITGA2B ITGB3 ITM2B ITPR1 JAK2 KANSL1 KARS1 KAT6A KCNAB2 KCNJ13 KCNN2 KCNQ2 KCNT1 KCNV2 KCTD7 KERA KIAA0586 KIAA1549 KIDINS220 KIF11 KIF14 KIF1A KIF1C KIF21A KIF3B KIF5A KIZ KLHL7 KLRC4 KMT2B KMT2D KRAS KRT12 LAMA1 LAMB2 LAMC3 LAMP2 LARGE1 LCA5 LCAT LETM1 LIM2 LIMK1 LMBRD2 LMNB1 LONP1 LRAT LRIT3 LRMDA LRP2 LRP5 LRPAP1 LSS LTBP2 LUZP1 LYRM7 LYST LZTFL1 MAB21L1 MACF1 MAD2L2 MAF MAFB MAG MAK MALT1 MAP3K7 MAPK8IP3 MAPKAPK3 MARK3 MBD5 MC1R MCOLN1 MECR MED12 MED25 MEFV MEN1 MERTK METTL27 MFF MFN2 MFRP MFSD8 MICOS13 MICU1 MIR140 MIR184 MIR204 MKS1 MLH1 MLH3 MLXIPL MMACHC MMP1 MMP19 MMP23B MPDZ MPL MSH2 MSH6 MSX2 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MT-TC MT-TE MT-TF MT-TH MT-TK MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTFMT MTHFS MTOR MTR MTRFR MTRR MTTP MYO7A MYOC NAA10 NADK2 NAGA NAPB NARS2 NBAS NCAPG2 NCF1 NDE1 NDNF NDP NDUFA1 NDUFA11 NDUFA6 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB9 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NEDD4L NEK2 NEU1 NEUROD2 NF1 NF2 NFIX NHLRC1 NHLRC2 NHS NLRP1 NLRP3 NMNAT1 NOD2 NODAL NOG NOTCH3 NPHP1 NPHP3 NPHP4 NR2E3 NR2F1 NR3C1 NRL NSMCE2 NTRK2 NUBPL NUS1 NYX OAT OCA2 OCRL OFD1 OGDHL OGT OPA1 OPA3 OPN1LW OPN1MW OPN1SW OSGEP OSTM1 OTX2 OVOL2 P3H2 P4HA2 P4HTM PAK2 PALB2 PANK2 PANK4 PARS2 PAX2 PAX6 PCARE PCDH12 PCDH15 PCYT1A PCYT2 PDE4D PDE6A PDE6B PDE6C PDE6G PDE6H PDGFB PDHA1 PDPN PDSS2 PDXK PDZD7 PDZD8 PEPD PET100 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PGAP1 PGK1 PHF6 PHGDH PHOX2A PHYH PI4KA PIEZO2 PIGA PIGB PIGN PIGP PIGQ PIGS PIGT PIGU PIGY PIK3CA PIK3R2 PITPNM3 PITX2 PITX3 PLA2G5 PLA2G6 PLCB1 PLCH1 PLEKHM1 PLG PLK4 PLOD1 PLXND1 PMPCB PMS1 PMS2 PNPLA6 PNPT1 POC1B POGZ POLA1 POLG POLG2 POLR1B POLR1C POLR1D POLR2A POLR3GL POMGNT1 POMK POMT1 POMT2 PORCN POU3F4 PPP1R12A PPP2CA PPP2R1A PPP3CA PPT1 PQBP1 PRCD PRDM16 PRDM5 PRDX1 PRIMPOL PRKCZ PRKDC PRNP PROK2 PROKR2 PROM1 PRORP PROS1 PRPF3 PRPF31 PRPF4 PRPF6 PRPF8 PRPH2 PRPS1 PRR12 PRRT2 PRSS56 PRTN3 PRUNE1 PSAP PSMD12 PTCH1 PTPN2 PTPN22 PUF60 PUS3 PXDN PYCR2 RAB11B RAB18 RAB28 RAB3GAP1 RAB3GAP2 RAC1 RAD51 RAD51C RALGAPA1 RAX2 RBP3 RBP4 RCBTB1 RD3 RDH11 RDH12 RDH5 REEP6 RERE REV3L RFC2 RFT1 RFWD3 RGR RGS9 RGS9BP RHO RHOA RIC1 RIMS1 RIMS2 RLBP1 RMRP RNASEH1 RNF13 RNU12 RNU4ATAC ROM1 RORA RP1 RP1L1 RP2 RP9 RPE65 RPGR RPGRIP1 RPGRIP1L RPS20 RRAS2 RRM2B RS1 RTN4IP1 SAG SALL2 SALL4 SAR1B SARDH SCAPER SCN1A SCN2A SCN3A SCN8A SCYL1 SDCCAG8 SDHA SDHAF1 SDHB SDHD SELENOI SEMA3A SEMA4A SEPSECS SETBP1 SETD1A SETD5 SF3B1 SF3B2 SFXN4 SH3BP2 SH3TC2 SHANK3 SHH SIX3 SKI SLC12A5 SLC19A2 SLC1A3 SLC24A1 SLC24A5 SLC25A1 SLC25A19 SLC25A22 SLC25A4 SLC25A46 SLC31A1 SLC35A2 SLC38A3 SLC38A8 SLC39A14 SLC39A4 SLC45A2 SLC4A11 SLC4A2 SLC52A2 SLC6A6 SLC7A14 SLX4 SMAD4 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SMC1A SMCHD1 SMG9 SMO SNRNP200 SNRPN SNX10 SOBP SON SOST SOX10 SOX11 SOX2 SOX3 SOX4 SPATA5 SPATA5L1 SPATA7 SPEN SPG11 SPRY4 SPTBN1 SPTBN4 SRD5A3 SREBF1 SRY SSBP1 ST3GAL5 STAG2 STAT4 STIL STX1A STX3 SUCLA2 SUFU SUMF1 SUOX SYNJ1 SYT1 TACR3 TACSTD2 TANGO2 TAOK1 TASP1 TAT TBC1D20 TBC1D24 TBC1D2B TBCK TBL2 TBX1 TCF4 TCIRG1 TCOF1 TDGF1 TDO2 TEK TELO2 TENM3 TERT TFE3 TFG TGFBI TGFBR2 TGFBR3 TGIF1 THOC2 THPO THSD1 TIMM8A TIMMDC1 TIMP3 TK2 TLCD3B TLR4 TMEM126A TMEM126B TMEM138 TMEM216 TMEM231 TMEM237 TMEM270 TMEM53 TMEM67 TMEM98 TNFRSF11A TNFSF11 TOPORS TP53 TP53RK TPP1 TRAF3IP1 TRAF7 TRAPPC11 TRAPPC12 TRAPPC2L TREX1 TRIM44 TRIO TRNT1 TRPM1 TRRAP TSEN15 TSEN2 TSEN34 TSEN54 TSFM TSPAN12 TTC8 TTLL5 TTPA TTR TUB TUBA1A TUBA3D TUBB2B TUBB3 TUBB4A TUBB4B TUBGCP2 TUBGCP4 TUBGCP6 TULP1 TWIST1 TWIST2 TWNK TYR UBAC2 UBE2T UBE4B UCHL1 UFC1 UFM1 UNC119 UROD UROS USH1C USH1G USH2A USP45 USP48 USP8 VAMP2 VCAN VHL VPS11 VPS13B VPS37D VPS4A VPS51 VRK1 VSX1 WAC WARS2 WASF1 WDR11 WDR19 WDR26 WDR45 WDR45B WFS1 WHRN WT1 XRCC2 XRCC4 XYLT1 XYLT2 YAP1 YARS1 YIF1B YME1L1 ZEB1 ZEB2 ZFHX4 ZFYVE26 ZIC2 ZMIZ1 ZNF408 ZNF423 ZNF469 ZNF513 ZNHIT3 HP_VISUAL_LOSS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VISUAL_LOSS ABCA4 ABCD1 ADAMTS10 ADGRV1 AGBL1 AGTPBP1 AHI1 AIP AKT1 ALMS1 ALPK1 ANKRD55 APOE ARL3 ARSG ATP1A3 ATXN7 BAP1 BCOR BRAF BTD C19orf12 C1QTNF5 CA2 CARS2 CCND1 CD247 CDH23 CDHR1 CEP120 CEP164 CEP290 CEP41 CEP78 CFAP418 CFH CFHR1 CFHR3 CFI CHM CIB2 CLCN7 CLN3 CLN5 CLN6 CLN8 CLRN1 COL17A1 COL18A1 COL2A1 COL4A1 COL7A1 COL8A2 COQ2 COX6B1 COX7B CSPP1 CTNNB1 CTSD CYP1B1 CYP4V2 CYSLTR2 DCN DNAJC30 DNM1L EFEMP1 ELMO2 EPM2A EPRS1 ESPN EXOSC3 EXOSC8 EXOSC9 FA2H FBN1 FGFR2 FLVCR1 FOXC1 GALC GATA2 GJB2 GJB6 GNA11 GNAQ GNAS GUCA1A GUCY2D HADHA HARS1 HCCS HLA-A HLA-B HLA-DRB1 HMCN1 HSD17B10 HSD17B4 IFT140 IL2RA IL2RB INPP5E INVS IQCB1 KARS1 KCTD7 KIAA0586 KIAA1549 KIF11 KIF1A LAMC3 LCA5 LRP2 LSS LTBP2 MEN1 MERTK MFN2 MFSD8 MKS1 MMP1 MT-ATP6 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW MTTP MYO7A MYOC NBAS NDUFB11 NDUFS2 NEU1 NF1 NF2 NHLRC1 NHS NOD2 NOTCH3 NPHP1 NPHP3 NPHP4 OAT OPA1 P4HA2 PAK2 PAX6 PCDH15 PCYT1A PDGFB PDZD7 PEX13 PEX7 PGK1 PHYH PIK3CA PLA2G6 PMPCB PNPLA6 POLA1 POLG POLG2 PPT1 PRDM5 PRPH2 PRPS1 PSAP PTPN2 PTPN22 RAX2 RDH11 RDH5 RHO RLBP1 RP1L1 RS1 SDCCAG8 SEMA4A SF3B1 SH3BP2 SLC19A2 SLC25A46 SLC4A11 SLC52A2 SMARCB1 SMARCE1 SMCHD1 SMO SNX10 SON SOST SOX2 SPATA7 SPTBN1 SRD5A3 ST3GAL5 STAT4 SUFU TAT TBC1D24 TCF4 TCOF1 TEK TERT TFG TGFBI TIMM8A TIMP3 TNFRSF11A TPP1 TRAF3IP1 TRAF7 TREX1 TRIM44 TUBB3 UCHL1 USH1C USH1G USH2A VCAN VHL VRK1 WAC WDR19 WHRN XYLT2 ZEB1 ZNF408 ZNF469 ZNHIT3 HP_VITAMIN_B12_DEFICIENCY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VITAMIN_B12_DEFICIENCY ABCD1 AMN CBLIF CUBN GRM7 GUCY2C HLA-DQA1 HLA-DQB1 LMBRD1 SLC19A1 HP_VITILIGO https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VITILIGO ACP5 AIRE CAT CTNNBL1 CXCR4 DCLRE1C DSTYK EMC1 FAS FOXD3 KANSL1 KITLG LRBA MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW NBN NFKB2 NLRP1 PLCG2 POGZ PTPN22 SLX4 TRAC HP_VITREORETINOPATHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VITREORETINOPATHY BAP1 CAPN5 COL11A1 COL11A2 COL18A1 COL2A1 COL9A1 COL9A2 COL9A3 CRB1 CTNNB1 ERBB3 FZD4 KCNJ13 LRP5 NDP NR2E3 P3H2 PAK2 TSPAN12 VCAN ZNF408 HP_VITREOUS_FLOATERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VITREOUS_FLOATERS ARL3 ARSK CTNNB1 FZD4 HLA-A LRP5 NDP P3H2 PAK2 TSPAN12 TTR ZNF408 HP_VITREOUS_HEMORRHAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VITREOUS_HEMORRHAGE BAP1 BEST1 CAPN5 CTNNB1 CYSLTR2 FZD4 GNA11 GNAQ LRP5 NDP PROC RB1 RS1 SF3B1 SMC5 TSPAN12 ZNF408 HP_VITRITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VITRITIS COX7B HCCS HLA-A NDUFB11 RB1 HP_VOCAL_CORD_PARALYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VOCAL_CORD_PARALYSIS ADCY6 ATXN3 CAMK2B DCTN1 DKK1 DLST DNMT3A DST ELN EMD EPAS1 FH FHL1 GDAP1 GIPC1 HAAO JAG1 KIF1B LMNA LONP1 LRP12 MATR3 MAX MDH2 MFN2 MLXIPL MYCN MYH14 NF1 NOTCH2NLC PMP22 POLA1 PRX RET RILPL1 SBF2 SDHA SDHAF2 SDHB SDHC SDHD SETBP1 SH3TC2 SLC25A11 SLC52A3 SLC5A7 SYNE1 SYNE2 TMEM127 TMEM43 TNNC2 TRAPPC12 TRIM2 TRPV4 VHL ZNF699 HP_VOCAL_CORD_PARESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VOCAL_CORD_PARESIS DST GDAP1 GIPC1 HAAO JAG1 LONP1 LRP12 MATR3 MFN2 NOTCH2NLC PRX RILPL1 SH3TC2 SLC5A7 TRPV4 HP_VOLVULUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VOLVULUS AP1S1 ATRX BRD4 CHRM3 DIS3L2 EXT2 FOXF1 HDAC8 MYH11 NIPBL PACS1 RAD21 SMC1A SMC3 TEK VARS1 VPS51 HP_VOMITING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_VOMITING AASS ABCC6 ABCC8 ACAD8 ACADM ACADVL ACAT1 ACSF3 ACSL5 ACTG2 ACY1 ADNP AGR2 AIMP1 AIP ALAD ALDH18A1 ALDOB ALG11 ALG3 ALG8 ALG9 ALPL ALX4 AMN ANAPC1 ANO1 APC AQP2 ARG1 ASL ASPA ASS1 ASXL1 ASXL3 ATP1A2 ATP1A3 ATP6V0A4 ATP7B ATRX AVP AVPR2 BCKDHA BCKDHB BOLA3 BRAF BSND BTD CA5A CACNA1A CARD8 CAV1 CCM2 CD46 CD55 CDC42BPB CDH23 CDK13 CDK8 CDKN1A CDKN1B CDKN2B CDKN2C CDON CFH CFI CLCNKA CLCNKB CLMP COA8 COL1A1 COL25A1 COL4A5 COL4A6 COL5A1 COL5A2 COQ2 CPOX CPS1 CPT2 CTNNB1 CTNS CTRC CUBN CYC1 CYP11A1 CYP11B2 CYP24A1 D2HGDH DBH DBT DGAT1 DGUOK DHCR7 DISP1 DLD DLL1 DOLK DYRK1A EDNRA EGFR ELN ELP1 ENPP1 EPCAM ERBB3 ESR1 ETFA ETFB ETFDH F12 FAH FARSB FBLN5 FBP1 FGF13 FGF8 FGFR1 FLNA FOCAD FOXH1 FOXP3 FOXRED1 GALC GALE GALT GAMT GAN GAS1 GFAP GFM2 GHSR GK GLA GLI2 GPD1 GRB10 HADH HELLPAR HIBCH HIKESHI HLA-DQA1 HLA-DQB1 HLCS HMBS HMGCL HMGCS2 HNF4A HNRNPK HPRT1 HS3ST6 HSD3B2 IRAK1 ITGB4 IVD KARS1 KCNJ1 KCNJ11 KIF21A KIT KMT2E KRIT1 KYNU LAMA3 LAMB3 LAMC2 LBX1 LIG3 LIPA LPL LRPPRC MARS1 MC2R MCCC1 MCCC2 MED12 MEFV MEN1 MET MLYCD MMAA MMAB MMUT MPI MPV17 MRAP MRPS7 MSX2 MT-ATP6 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-TC MT-TF MT-TH MT-TK MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTHFD1 MTRR MTTP MVK NAA10 NAGS NARS2 NAXD NBAS NDUFA1 NDUFA11 NDUFA2 NDUFA6 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB8 NDUFB9 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NEUROG3 NEXMIF NFIX NLRC4 NNT NODAL NOTCH2NLC NR3C2 NSD1 NUBPL NUP214 OPLAH OTC OXCT1 PCCA PCCB PDCD10 PERCC1 PGM1 PHGDH PHKA2 PHKB PHKG2 PHOX2A PIGY PIK3CA PKHD1 PLCH1 PLEC PMM2 PNPT1 POLG PPM1D PPOX PSAP PTCH1 PYCR2 RANBP2 RARS1 RECQL4 RELA RET RRM2B RYR1 SAA1 SAR1B SAT1 SCN2A SCNN1A SCNN1B SCNN1G SERPING1 SHANK3 SHH SI SIX3 SLC12A1 SLC12A3 SLC19A3 SLC1A3 SLC22A12 SLC22A5 SLC25A13 SLC25A15 SLC2A9 SLC37A4 SLC5A1 SLC5A6 SLC6A8 SLC7A7 SMC1A SMPD1 SPINK1 SPP1 SPTBN1 SSR4 ST3GAL5 STAG2 STAR STAT4 STIL STK11 STX3 SUCLG1 SUGCT SUOX SYK SYT1 TCN2 TDGF1 TGIF1 TIMM22 TIMMDC1 TMEM126B TNF TNFRSF1A TOM1 TP53 TREH TRMU TTR TUBA1A TUBB2B TUBB3 TWNK TXNRD2 TYMP UFC1 UNC45A UQCC2 UQCRC2 UQCRH YARS1 ZEB2 ZFTA ZIC2 HP_WADDLING_GAIT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_WADDLING_GAIT ACAN ACBD5 ACTA1 AGRN ALG14 ALG2 ALPL ANO5 AP4B1 AP4E1 AP4M1 AP4S1 ASAH1 BGN BICD2 BIN1 CANT1 CCN6 CFL2 CHAT CHKB CHST3 COL10A1 COL12A1 COL13A1 COL2A1 COL6A1 COL6A2 COL6A3 COL9A1 COL9A2 COL9A3 COLQ COMP DAG1 DEAF1 DMD DNAJB6 DOK7 DPAGT1 DPM3 DSTYK DYM DYNC1H1 EMD FDX2 FGD4 FHL1 FKBP14 FKRP FLNC FN1 GALNS GFPT1 GMPPB HACD1 HACE1 HNRNPA1 HNRNPA2B1 HSPG2 IDH1 IFIH1 KBTBD13 KLHL41 LAMA2 LAMB2 LMNA LMOD3 LRP5 LTBP4 MAP3K20 MATN3 MBTPS1 MMP13 MORC2 MYH2 MYH7 MYO9A MYPN NEB NEFH NEFL NOG PLEKHG5 POC1A POGZ POMT1 PREPL PTH1R RYR1 SCN4A SELENON SGCA SGCB SGCG SLC18A3 SLC25A1 SLC26A2 SLC34A1 SLC34A3 SLC39A13 SLC5A7 SLC6A17 SMARCAL1 SMN1 SNAP25 SPEG SPG7 SYNE1 SYNE2 SYT2 TGFB1 TMEM43 TNNC2 TNNT1 TPM2 TPM3 TRAPPC10 TRAPPC11 TRIM32 TRPV4 TTN UFSP2 VAMP1 VAPB VCP YY1 HP_WEAKNESS_DUE_TO_UPPER_MOTOR_NEURON_DYSFUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_WEAKNESS_DUE_TO_UPPER_MOTOR_NEURON_DYSFUNCTION AARS1 AASS ABCA12 ABCC6 ABCD1 ABHD16A ADA2 ADAR ADGRG1 ADSL AFF3 AFG3L2 AGR2 AGTPBP1 AIFM1 AIMP1 AIPL1 AKT1 AKT3 ALDH18A1 ALDH3A2 ALG3 ALS2 AMACR AMFR AMPD2 ANGPTL6 ANOS1 AP4B1 AP4E1 AP4M1 AP4S1 AP5Z1 APOE ARFGEF2 ARG1 ARHGAP31 ARL6IP1 ARNT2 ARSA ARSI ARX ASAH1 ATL1 ATP13A2 ATP1A2 ATP1A3 ATP5F1A ATP5F1D ATP5F1E ATP5MC3 ATP5MK ATP6AP2 ATP6V1A ATPAF1 ATPAF2 ATRX AUH B3GALNT2 B3GALT6 B4GALNT1 BAP1 BCAP31 BCAS3 BCOR BMPR1A BSCL2 BTD BUB1B C19orf12 C4A C9orf72 CA2 CACNA1A CACNA1D CACNA1S CAPN1 CARS1 CARS2 CASZ1 CBS CCDC141 CCDC88C CCR1 CCT5 CEP290 CFH CFHR1 CFHR3 CHCHD10 CHD7 CKAP2L CLTC COA8 COASY COL3A1 COL4A1 COL4A2 COQ2 CPT1A CPT1C CRB1 CRPPA CRX CTC1 CTLA4 CYP26C1 CYP27A1 CYP2U1 CYP7B1 DCC DDHD1 DDHD2 DLL4 DNASE1L3 DNM1L DOCK6 DOCK8 DOLK DPYD DSTYK DUSP6 DYM EARS2 EDNRB EIF2S3 ELOVL1 ENG ENPP1 ENTPD1 EOGT EPCAM ERAP1 ERCC2 ERCC3 ERLIN2 EXOSC8 FA2H FAN1 FAR1 FARS2 FAS FBLN1 FEZF1 FGF17 FGF8 FGFR1 FKRP FKTN FLRT1 FLRT3 FUCA1 FUS GABRA3 GABRD GAD1 GALC GAMT GAN GBA1 GBA2 GBE1 GDF3 GDF6 GFAP GIPC1 GJA1 GJB1 GJC2 GM2A GMPPB GNAQ GNB1 GON7 GOT2 GPT2 GSS GTF2E2 GTF2H5 GUCY1A1 GUCY2D GUF1 HACE1 HESX1 HINT1 HLA-B HLA-DPA1 HLA-DPB1 HLA-DQB1 HMGCL HPDL HPRT1 HRAS HS6ST1 HSD17B10 HSPD1 HSPG2 HTRA1 IBA57 IDUA IFIH1 IFNGR1 IFT140 IKBKG IL10 IL12A IL12A-AS1 IL17RD IL23R IMPDH1 INTS8 IQCB1 IRAK1 KCNAB2 KCNJ13 KCNJ18 KCNJ6 KCNQ2 KCNT1 KDM5C KIDINS220 KIF1A KIF5A KLC2 KLRC4 KPNA3 KRAS KY L1CAM L2HGDH LAGE3 LAMB1 LARGE1 LCA5 LIMS2 LIPT1 LIPT2 LMNB1 LMX1B LRAT LRP12 LRP4 LSM11 LUZP1 LYRM7 LYST MAG MAN2B1 MARS1 MC2R MECP2 MED13L MEFV MEOX1 MFSD2A MICOS13 MLH1 MLH3 MMP23B MMUT MOCS1 MPLKIP MRAP MRM2 MSH2 MSH6 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TC MT-TF MT-TH MT-TK MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TV MT-TW MTHFR MTOR MTPAP MTRFR NADK2 NAGA NAGS NAXE NDNF NDUFA8 NDUFS3 NEK1 NEXMIF NF1 NF2 NFU1 NHLRC2 NIPA1 NMNAT1 NNT NOTCH1 NOTCH2NLC NOTCH3 NPPA NT5C2 NUP107 NUP133 NUP54 NUP62 OPA1 OPA3 OSGEP OTX2 PAFAH1B1 PAH PAX3 PCYT1A PDGFB PDGFRB PDHX PDPN PEX16 PEX3 PEX7 PGAP1 PHACTR1 PHYH PI4KA PIK3CA PLA2G6 PLP1 PMS1 PMS2 PNKP PNP PNPLA6 POLG POLR3GL POLR3K POMGNT1 POMT1 POMT2 PPOX PPP1R15B PRDM16 PRDM8 PRF1 PRKCZ PRNP PROK2 PROKR2 PRORP PRPS1 PRRT2 PRTN3 PRUNE1 PSAP PSAT1 PSEN1 PTEN PTPN22 RAB3GAP2 RANBP2 RASA1 RBPJ RD3 RDH12 REEP1 REEP2 RERE RHOBTB2 RILPL1 RNASEH2A RNASEH2B RNASEH2C RNF113A RNF170 RNF216 RNF220 RNU7-1 RPE65 RPGRIP1 RPS20 RRM2B RTN2 SAMD9 SAMHD1 SARDH SAT1 SCN1A SCN5A SDHA SDHAF1 SDHB SDHD SELENOI SEMA3A SEMA4A SETX SKI SLC12A6 SLC16A2 SLC18A2 SLC19A3 SLC1A2 SLC1A3 SLC25A10 SLC25A15 SLC2A1 SLC30A10 SLC33A1 SLC35A2 SMARCAL1 SMARCB1 SMARCE1 SMC1A SMO SNORD118 SOD1 SOX10 SOX2 SOX3 SOX4 SP110 SPART SPAST SPATA5L1 SPATA7 SPEN SPG11 SPG21 SPG7 SPOP SPP1 SPRY4 SQSTM1 SRPX2 STAMBP STAR STAT4 STXBP1 SUFU SUOX TACO1 TACR3 TARDBP TARS1 TBC1D24 TBCD TBCE TBK1 TBX1 TECPR2 TERT TFG TGFBR2 TGFBR3 THSD1 TLR3 TLR4 TMEM222 TNFRSF11A TNR TOE1 TP53 TP53RK TPP2 TPRKB TRAF7 TRAPPC2L TRAPPC4 TREX1 TRMT10A TSC1 TSC2 TTC19 TTPA TTR TUBB2B TUBB4B TULP1 TXNRD2 UBAC2 UBAP1 UBE4B UCHL1 UGP2 USP45 USP8 VAMP1 VCP VPS37A WASHC5 WDR11 WDR4 WDR45 WDR45B WDR48 WDR62 WDR73 YRDC ZFR ZFYVE26 ZFYVE27 HP_WEAKNESS_OF_FACIAL_MUSCULATURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_WEAKNESS_OF_FACIAL_MUSCULATURE ABCA1 ACADS ACTA1 ACTN2 ADA2 ADCY6 ADGRG1 ADNP ADSS1 AGRN AK9 AKT1 ALG14 ALG2 AMER1 ANKH ANO5 ANTXR1 ANXA11 ASAH1 ATP1A2 BAG3 BAP1 BICRA BIN1 BMS1 BTNL2 CACNA1A CADM3 CAPN3 CFL2 CHAT CHCHD10 CHD7 CHKB CHRNA1 CHRNB1 CHRND CHRNE CHRNG CLCF1 CLCN7 CNBP CNTNAP1 COL12A1 COL13A1 COL25A1 COL4A1 COL6A1 COL6A2 COL6A3 COLQ COX6A2 CRLF1 CRPPA CRYAB DBH DCTN1 DES DLL4 DMPK DNAJB6 DNM1L DNM2 DNMT3B DOK7 DPAGT1 EBF3 EYA1 FKRP FKTN FLNC FRG1 GAN GDAP1 GFPT1 GIPC1 GJA1 GJC2 GLE1 GMPPB GNE GSN HACD1 HK1 HLA-DRB1 HOXB1 IRF2BPL ITGA7 ITGB4 JAG2 KBTBD13 KIF1B KLHL40 KLHL41 KMT2D KY LAMA2 LAMB2 LARGE1 LMOD3 LRIF1 LRP12 LRP4 LRP5 MAP3K20 MB MEGF10 MGME1 MPZ MSTO1 MT-TE MT-TN MT-TS1 MTM1 MTMR14 MTMR2 MTRFR MUSK MYH7 MYL1 MYL2 MYMK MYMX MYO9A MYPN NARS2 NEB NEFL NF2 NFU1 NOD2 NOTCH2NLC NUTM2B-AS1 OPA1 OSTM1 PABPN1 PDGFB PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PI4KA PIK3CA PLEC PLXND1 POLG POLG2 POMT1 POMT2 PRRT2 PTDSS1 PTRH2 PUF60 RAPSN REV3L RILPL1 RNASEH1 RRM2B RYR1 RYR3 SALL4 SBF2 SCN1A SCN4A SCO2 SELENON SEMA3E SGCD SH3TC2 SHMT2 SIX1 SIX5 SLC12A6 SLC18A3 SLC19A3 SLC25A1 SLC25A21 SLC25A4 SLC25A42 SLC39A14 SLC52A2 SLC52A3 SLC5A7 SMARCB1 SMARCE1 SMCHD1 SMO SNAP25 SNX10 SOST SPEG SPTBN4 SQSTM1 SRPX2 STAC3 STAG2 SUCLA2 SUFU SUPT16H SURF1 SYNE1 SYT2 TCIRG1 TERT TFAP2A TGFB1 TK2 TNFSF11 TNNC2 TNNT1 TOR1A TPM2 TPM3 TRAF7 TREX1 TRIM32 TRPV4 TTN TUBB3 TUBB6 TWNK UBA1 UBA2 UBE2T VAMP1 VCP XRCC2 YARS1 YME1L1 ZC4H2 ZFHX4 HP_WEAKNESS_OF_LONG_FINGER_EXTENSOR_MUSCLES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_WEAKNESS_OF_LONG_FINGER_EXTENSOR_MUSCLES AGRN AK9 CHRNA1 CHRNB1 CHRND CHRNE COL13A1 DOK7 GNE HINT1 LDB3 LRP4 MUSK MYH7 NEB RAPSN SCN4A SQSTM1 TIA1 TTN HP_WEAKNESS_OF_MUSCLES_OF_RESPIRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_WEAKNESS_OF_MUSCLES_OF_RESPIRATION ACOX1 ACTA1 AGRN AGTPBP1 AIFM1 ALAD ASAH1 BICD2 BIN1 CACNA1S CCDC174 CFL2 CHAT CHRNA1 CHRNE CNTN1 COA8 COL12A1 COL13A1 COL25A1 COL6A1 COL6A2 COL6A3 COLQ CPOX CRYAB DES DMD DNM2 DOK7 DYM DYSF EMD ERBB4 ERGIC1 FHL1 FLNC GAA GABRA3 GFPT1 GIPC1 GLE1 HACD1 HMBS HNRNPA1 HNRNPA2B1 ITGA7 KBTBD13 KCNE3 KCNJ18 KLHL41 LAMA2 LMNA LMOD3 LRP12 MAP3K20 MATR3 MB MFN2 MGME1 MORC2 MPZ MT-TL1 MT-TL2 MT-TN MT-TS1 MTMR14 MYF6 MYH7 MYL1 MYL2 MYO9A MYOT MYPN NEB NOTCH2NLC ORAI1 PAX7 PLEKHG5 POLG POMK PPOX RILPL1 RNASEH1 RRM2B RYR1 SCN4A SCYL2 SELENON SLC18A3 SLC25A1 SLC25A4 SLC5A7 SMPX SNAP25 SPG11 SUCLA2 SURF1 SYNE1 SYNE2 SYT2 TARDBP TK2 TMEM43 TNNT1 TNPO3 TPI1 TPM2 TPM3 TRIP4 TTN UBA1 VAMP1 VCP YARS2 HP_WEAKNESS_OF_THE_INTRINSIC_HAND_MUSCLES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_WEAKNESS_OF_THE_INTRINSIC_HAND_MUSCLES AGRN AK9 CADM3 CAV3 CHRNA1 CHRNB1 CHRND CHRNE COL13A1 DOK7 DYSF FBXO38 HINT1 KLHL9 LDB3 LRP4 MB MUSK NEB RAPSN SCN4A SIGMAR1 STIM1 VCP HP_WEAK_CRY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_WEAK_CRY AGRN ASAH1 ASPA ATRX CHAT CHRNA1 CHRND CHRNE COL13A1 COLQ COQ9 CRYAB EXOSC9 FKTN FTO GFPT1 GGPS1 HACD1 IGHMBP2 KDM6A KMT2D LAMA2 LAMA3 LAMB2 LYRM4 MAGEL2 MYO9A NDUFS8 NIPBL OPA1 PEX19 PPP1R21 RAPSN RYR1 SCN4A SIM1 SLC18A3 SLC25A1 SLC5A7 SNAP25 SNRPN SYT2 TPM3 TRIP4 TTC26 UBA1 VAMP1 VARS1 VPS13B HP_WEAK_EXTRAOCULAR_MUSCLES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_WEAK_EXTRAOCULAR_MUSCLES ACTN2 AKT1 BAP1 NF2 PDGFB PIK3CA SMARCB1 SMARCE1 SMO SUFU TERT TRAF7 HP_WEAK_VOICE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_WEAK_VOICE ADH1C AOPEP ATP6AP2 ATXN2 ATXN8OS COQ6 DCTN1 DNAJC6 FHL1 FTL GARS1 GBA1 GLUD2 HSPG2 LZTR1 MAPT MATR3 MT-TT NF2 NR4A2 PODXL POLG SLC52A3 SMARCB1 SNCAIP SYNJ1 SYT2 TBP TK2 TONSL TRIM37 HP_WEBBED_NECK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_WEBBED_NECK ACTB ACTG1 ADA2 AEBP1 ALDH1A2 AMER1 ANKRD11 B3GAT3 B3GLCT BCOR BLTP1 BMPER BRAF C2CD3 CBL CDC42 CHD7 CHN1 CHRNG CHST3 CPLX1 CTBP1 DVL3 EFNB1 FANCL FBXW11 FGFRL1 FLI1 FOXC2 GATA1 GATA2 GDF3 GDF6 GLE1 GPC3 GPC4 HEATR3 HRAS IGF1R KAT6A KMT2A KRAS LAMA5 LETM1 LMNA LMX1B LZTR1 MAFB MAP2K1 MAP2K2 MAP3K7 MAPK1 MEGF8 MEOX1 MKS1 MRAS MYH3 MYO18B NAA10 NALCN NF1 NKX2-1 NRAS NSD2 PIEZO1 PIGL PIK3CA PPP1CB PTPN11 RAF1 RASA2 RB1 RIT1 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RRAS RRAS2 RYR1 SALL4 SHOC2 SLC35A1 SLC39A13 SMS SNRPB SOS1 SOS2 SPRED2 SRY STXBP1 TAPT1 TASP1 TBX2 TMEM260 TMEM94 TNNI2 TNNT3 TPM2 TSR2 WBP11 XYLT2 ZMPSTE24 HP_WEIGHT_LOSS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_WEIGHT_LOSS ABCC8 ABCD1 ACADM ACAT1 ACTA1 AK2 AKT1 ALS2 AMN ANKRD55 ANO1 ASXL1 ATM ATP7A ATP7B ATR ATRIP ATRX AVP BAP1 BCL10 BCL2 BCL6 BCOR BIRC3 BMP6 BMPR1A BRCA1 BRCA2 BRIP1 BTK BTNL2 C4A CACNA1S CALR CBL CCND1 CCR1 CD244 CD247 CDC73 CDH23 CDKN1A CDKN1B CDKN2A CDKN2B CDKN2C CENPE CENPJ CEP152 CFTR CHEK2 CIITA CNTNAP1 COL4A5 COL4A6 CRLF1 CTLA4 CTNNB1 CTNS CTRC CUBN CUL4B CYP24A1 DAXX DCTN1 DIS3L2 DLST DNA2 DNAJC13 DNMT3A ECE1 EDN3 EDNRB EHHADH EIF4G1 ELF4 EPAS1 EPCAM ERAP1 ERBB2 ERBB3 ERCC2 ERCC3 ERCC4 ERCC5 EWSR1 F5 FAN1 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FAS FH FIP1L1 FLI1 FOXP1 FOXP3 FUS GABRA3 GALC GATA2 GATA4 GATM GBA1 GCK GDNF GFAP GIGYF2 GIPC1 GJA1 GJB3 GJB4 GNPTAB GPC3 GPR35 H19 HACD1 HAVCR2 HFE HLA-B HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRB1 HLCS HMGCL HSPG2 HTT IFIH1 IFNGR1 IKZF1 IL10 IL12A IL12A-AS1 IL12B IL23R IL2RA IL2RB IL6 INS IRF2BP2 IRF4 ITGA7 JAK2 JPH3 KCNJ11 KCNJ18 KDSR KIF1B KIT KLF1 KLRC4 KRAS KRT1 KRT10 LIG3 LIPA LMNA LPIN2 LRP12 LRRK2 MAD2L2 MAFB MALT1 MAP3K20 MAX MC2R MDH2 MECP2 MEFV MEN1 MLH1 MLH3 MLX MPL MRAP MSH2 MSH6 MST1 MYL2 NAB2 NABP1 NALCN NBN NDP NDUFAF6 NF1 NFKBIL1 NNT NOD2 NOS1 NOTCH2NLC NPM1 NRTN NUMA1 NUP85 P4HA2 PALB2 PALLD PANK2 PCNT PDX1 PERCC1 PIK3CA PIK3R1 PKHD1 PLK4 PML PMS1 PMS2 POLG POU6F2 PRKAR1A PRNP PRTN3 PSAP PTEN PTPN2 PTPN22 RABL3 RAD51 RAD51C RARA RB1 RBBP8 REST RET RFWD3 RHBDF2 RILPL1 RNF168 RNU7-1 RPS20 RRM2B RUNX1 SCNN1A SCNN1B SCNN1G SDHA SDHAF1 SDHAF2 SDHB SDHC SDHD SELENON SEMA3C SEMA3D SEMA4A SEMA4D SIGMAR1 SLC11A1 SLC22A4 SLC25A11 SLC2A3 SLC34A1 SLC34A2 SLC39A4 SLC5A1 SLC6A8 SLC9A6 SLX4 SMAD4 SMO SNCA SPG11 SPINK1 SPTLC1 SREBF1 SRSF2 STAR STAT1 STAT3 STAT4 STAT5B STAT6 STUB1 SUCLA2 SYK TBL1XR1 TCF4 TERT TET2 TGFB1 TGFBR2 THPO TLR4 TMEM127 TP53 TPM2 TPM3 TRAIP TRIM28 TRIM37 TRIP13 TRPV4 TSHR TTR TWNK TXNRD2 TYMP UBAC2 UBE2T UNC45A UNC80 VHL VPS13A VPS35 WT1 XRCC2 ZBTB16 ZMPSTE24 ZNRF3 HP_WHEEZING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_WHEEZING AGR2 ATP8B1 BTK CCDC103 CCDC39 CCDC40 CCDC65 CCNO CFAP221 CFAP298 CFAP300 CFAP74 CFTR CRLF1 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH1 DNAH11 DNAH5 DNAH9 DNAI1 DNAI2 DNAJB13 DNAL1 DRC1 FCGR3A FOXJ1 GAS2L2 GAS8 HLA-DQA1 HLA-DQB1 HYDIN LRRC56 MCIDAS NEK10 NKX2-1 NME5 NME8 NOS1 ODAD1 ODAD2 ODAD3 ODAD4 OFD1 PRIM1 RPGR RSPH1 RSPH3 RSPH4A RSPH9 SCNN1A SCNN1B SCNN1G SERPINA1 SPAG1 SPEF2 STK36 TTC12 ZMYND10 HP_WHITE_EYEBROW https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_WHITE_EYEBROW EDN3 EDNRB KIT MC1R MITF MYO5A OCA2 PAX3 SNAI2 SOX10 TYRP1 HP_WHITE_FORELOCK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_WHITE_FORELOCK EDN3 EDNRB KIT KITLG LMNA MITF PAX3 PEPD SNAI2 SOX10 TERT TFAP2A TYR WRN HP_WHITE_HAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_WHITE_HAIR CTC1 DKC1 GNPTAB KITLG MC1R MYO5A NHP2 NOP10 NPM1 OCA2 PADI3 PARN PAX3 RTEL1 SLC45A2 TERC TERT TGM3 TINF2 TYMS TYR USB1 WRAP53 HP_WIDELY_PATENT_FONTANELLES_AND_SUTURES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_WIDELY_PATENT_FONTANELLES_AND_SUTURES ACE AGT AGTR1 ALPL CYP27B1 CYP2R1 LMNA MED12 MSX2 PEX1 POLR3A RBM10 REN SETBP1 SLC34A3 VDR ZMPSTE24 HP_WIDELY_SPACED_MAXILLARY_CENTRAL_INCISORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_WIDELY_SPACED_MAXILLARY_CENTRAL_INCISORS ABCC9 ALX3 ANKRD11 ATRX CHSY1 DNMT3A FREM1 GATAD2B RNF2 STAG1 HP_WIDELY_SPACED_PRIMARY_TEETH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_WIDELY_SPACED_PRIMARY_TEETH ERCC1 ERCC4 ERCC6 ERCC8 RNF113A WNT10A HP_WIDELY_SPACED_TEETH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_WIDELY_SPACED_TEETH ACP4 ACVR1 ADNP AFF3 AIMP2 AIP ALX4 ARSK ATP6V1B2 AXIN2 B3GLCT BAP1 BCAS3 BRD4 CAMK2B CCDC47 CDC42 CDC42BPB CDH3 CDK19 CDK5RAP2 CERT1 CHD3 CHST3 CLP1 DLX3 DPH1 DPH2 DYRK1A EDA EDARADD EIF2S3 ERCC1 ERCC4 ERCC6 ERCC8 FGF10 FGF3 FGFR1 GALNS GJA5 GJA8 GLB1 GPR101 GUSB H4C5 HDAC4 HDAC8 HK1 IDS IFT122 IFT140 IFT43 IFT52 IRF6 KANSL1 KATNB1 KDM1A KDM6A KIAA0753 KMT2D LARP7 LMBRD2 LRP6 LTBP3 MAN2B1 MAPK1 MBD5 MECP2 MED12 MED13L MED27 MSX1 NAA20 NARS1 NDST1 NECTIN4 NIPBL NONO OCA2 PACS2 PAX9 PCGF2 PIGA PIGL PIGS PPP1CB PRKD1 PRR12 PTPRF RAD21 RDH11 RHOBTB2 RLIM RNF113A RPS6KA3 SATB1 SETD1A SHANK3 SMARCA2 SMC1A SMC3 SNRPN SSR4 SUMO1 TANC2 TBC1D24 TBCD TBL1XR1 TBX4 TCF4 TGFA TP63 TWIST2 UBE3A WDR26 WDR35 WNT10A WNT10B ZEB2 ZNF526 ZSWIM6 HP_WIDENED_CEREBELLAR_SUBARACHNOID_SPACE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_WIDENED_CEREBELLAR_SUBARACHNOID_SPACE NMNAT1 SEPSECS TSEN15 TSEN2 TSEN34 TSEN54 HP_WIDENED_CEREBRAL_SUBARACHNOID_SPACE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_WIDENED_CEREBRAL_SUBARACHNOID_SPACE ALG12 CHD3 IDH1 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW NARS1 TTC26 HP_WIDENED_SUBARACHNOID_SPACE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_WIDENED_SUBARACHNOID_SPACE AHCY AIFM1 ALDH7A1 ALG11 ALG12 ALG2 ALG9 ATP11A CHD3 COX16 CUX1 DNM1 DTYMK GCDH GRIN1 IDH1 KIFBP MPDU1 MT-CO1 MT-CO2 MT-CO3 MT-ND1 MT-ND4 MT-ND5 MT-ND6 MT-TF MT-TH MT-TL1 MT-TQ MT-TS1 MT-TS2 MT-TW MTRR NARS1 NMNAT1 PIGW PLPBP SEPSECS SLC33A1 SNRPN TSEN15 TSEN2 TSEN34 TSEN54 TTC26 WAC WARS2 HP_WIDE_ANTERIOR_FONTANEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_WIDE_ANTERIOR_FONTANEL ADAMTS2 ALG9 ANTXR1 ARX ATP6V0A2 B3GLCT CBFB CCDC22 CDC45 CDH11 CHUK COG4 COL11A1 COL11A2 COL1A1 COL1A2 COX5A CREBBP CRTAP DCHS1 DDR2 DDX3X DICER1 DLK1 DVL1 EBP EFEMP2 EP300 ETFA ETFB ETFDH FAT4 FBLN5 FGFR2 FGFR3 FLNA GLI3 GLIS3 HRAS IFT140 INTU KIF7 KLF1 LIG4 LRP2 LTBP1 MASP1 MED12 MEG3 MID1 MPDU1 MTOR NAA10 NDUFAF3 NEPRO NSMCE3 NSUN2 P3H1 PCGF2 PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PIEZO2 PIGQ POR PPP2R5D RECQL4 RNU12 ROR2 RTL1 SEC23A SETBP1 SH3PXD2B SIX2 SKI SLC25A24 SMG9 SOX9 TALDO1 TSHB TWIST1 VPS35L WNT5A WT1 ZMPSTE24 HP_WIDE_CRANIAL_SUTURES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_WIDE_CRANIAL_SUTURES ACE AGO2 AGT AGTR1 ALDH18A1 ALPL BANF1 CRTAP CYP27B1 CYP2R1 DCHS1 FAT4 FIG4 GJA1 LMNA MED12 MMP2 MSX2 PEX1 POLR3A RBM10 REN SEC24D SETBP1 SLC34A3 TRPV6 VAC14 VDR ZMPSTE24 HP_WIDE_MOUTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_WIDE_MOUTH ABCC9 ACTB ACTG1 ACTL6B ADAMTSL2 ADAT3 ADNP ADSL AFF3 AGA ALG9 ANKRD11 AP1S2 AP2M1 AP4B1 AP4E1 AP4M1 AP4S1 ARID1A ARID1B ARID2 ASXL3 ATIC ATP10A ATP6V1B2 ATPAF2 ATRX AUTS2 B3GLCT BAZ1B BCL7B BRPF1 BUD23 CAMK2A CCDC47 CD96 CDC42 CDC42BPB CDK19 CENPF CHD2 CLIP2 CUL4B DACT1 DDB1 DDX11 DHCR7 DNAJC30 DPF2 DPYD DPYSL5 DVL1 EIF4H ELN ERLIN2 EXOSC5 FAM20C FKBP6 FLCN FOXP2 GALNS GATAD2B GLB1 GNB2 GNPTAB GNS GPC3 GPC4 GTF2I GTF2IRD1 GTF2IRD2 H3-3A H4C11 H4C3 H4C5 HDAC6 HECTD4 HECW2 HNRNPH2 HS2ST1 HUWE1 IDUA IFT140 INSR IRX5 KAT5 KAT6A KATNB1 KCNH1 KCNJ8 KCNK4 KCNMA1 KCNN3 KDM3B KDM6B KIF15 KIF7 KLHL15 KMT2B LARP7 LIG4 LIMK1 MAP2K1 MAP3K7 MAPK1 MBD5 MED12 MED13 MED13L METTL27 MGAT2 MIPEP MKS1 MLXIPL MTOR MYT1L NALCN NCF1 NEXMIF NMNAT1 NONO NR2F1 NRXN1 NSUN2 NXN OCA2 PACS1 PACS2 PGAP1 PGAP2 PIGB PIGL PIGN PIGU PIK3CA PMM2 POLA1 POLR1B POLR1C POLR1D PPM1D PRPS1 PSPH PTDSS1 QRICH1 RAF1 RAI1 RALGAPA1 RFC2 RNF113A RNF125 RNF2 RNU12 ROR2 RPS6KA3 SALL1 SCN1A SEC23A SET SETBP1 SETD1A SF3B2 SF3B4 SH3PXD2B SKIC3 SLC12A2 SLC2A1 SLC6A1 SMARCA2 SMARCA4 SMARCB1 SMARCC2 SMARCD1 SMARCE1 SNIP1 SNRPN SOS1 SOX11 SOX4 SPEN SPRED2 SRCAP SSR4 STAG1 STRADA STX1A SYNGAP1 TALDO1 TASP1 TBL2 TCF4 TCOF1 THUMPD1 TMCO1 TMEM147 TMEM270 TMEM67 TMEM70 TRIO TRIP12 TRPM3 TRRAP TWIST2 UBE2A UBE3A UBE3B VPS37D WAC WDR4 WDR73 WLS ZMIZ1 ZMYND11 ZNF148 ZNF526 ZNF699 ZSWIM6 HP_WIDE_NASAL_BRIDGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_WIDE_NASAL_BRIDGE ABCA4 ABCC9 ACOX1 ACTB ACTG1 ACY1 ADA2 ADAMTS3 ADAMTSL1 ADNP AGA AGBL5 AGO1 AGO2 AHI1 AHR ALG2 ALG3 ALX1 ALX3 ALX4 AMER1 ANKH AP2M1 AP3B1 AP4B1 AP4E1 AP4S1 APC2 ARHGEF18 ARID1B ARL2BP ARL3 ARL6 ARSK ARVCF ARX ASXL1 ASXL3 ATAD3A ATP6V0A2 ATP6V1A ATP6V1B2 ATRX AUTS2 B4GALT1 B4GALT7 BAZ1B BBS1 BBS2 BCAS3 BCL7B BEST1 BMP2 BPNT2 BPTF BRAF BRF1 BRPF1 BUD23 CA4 CAMSAP1 CASK CASZ1 CC2D2A CCBE1 CCDC22 CCNK CCNQ CD96 CDC42 CDH11 CDHR1 CDK10 CDK13 CENPF CERKL CFAP418 CHD2 CHD3 CHD8 CHN1 CILK1 CKAP2L CLIP2 CLP1 CLRN1 CNGA1 CNGB1 COG1 COG5 COL11A1 COL27A1 COLEC11 COMT COX7B CPLX1 CRB1 CREBBP CRX CSNK2A1 CTBP1 CTNND2 CTSD DCHS1 DDX3X DEAF1 DHCR7 DHDDS DHX38 DIS3L2 DLK1 DNAJC30 DPH5 DPYSL5 DVL1 DVL3 EDEM3 EDN3 EDNRA EDNRB EED EFNB1 EIF4H ELN EP300 ERCC1 ERCC2 ERCC5 ERCC6 ESCO2 EXOC2 EXT1 EYS FAM161A FANCL FAT4 FBN1 FBXL3 FBXO31 FGD1 FGF3 FGFR1 FGFRL1 FKBP6 FLI1 FLII FLNA FLNB FOXC1 FOXG1 FOXL2 FRAS1 FREM1 FREM2 FRMPD4 FSCN2 FUT8 FZD2 G6PC3 GABRD GAD1 GATA1 GATA4 GATAD2B GJA1 GLI3 GLUL GNE GNPAT GP1BB GPC3 GPC4 GPC6 GPRASP2 GRIP1 GTF2I GTF2IRD1 GTF2IRD2 GUCA1B H4C5 HBA1 HBA2 HCCS HEATR3 HECTD4 HGSNAT HIRA HIVEP2 HNRNPK HNRNPR HS2ST1 HSPG2 HYOU1 IDH3A IDH3B IDS IDUA IFT122 IFT140 IFT172 IFT52 IFT57 IFT88 IGF1R IL6ST IMPDH1 IMPG1 IMPG2 INTS1 IQSEC2 IRX5 JARID2 JMJD1C KANSL1 KAT6B KATNB1 KCNAB2 KCNH1 KCNJ2 KCNJ5 KCNJ8 KCNMA1 KCNN3 KDM1A KDM4B KDM6A KIAA0753 KIAA1549 KIF11 KIF14 KIF7 KIFBP KIT KIZ KLHL7 KMT2A KMT2D KMT5B KNSTRN KPTN KRAS KREMEN1 LARP7 LETM1 LIG4 LIMK1 LMNA LMNB1 LRAT LRPPRC LTBP1 LTBP3 LTBP4 LUZP1 MAF MAFB MAK MAN1B1 MAP3K7 MAPK1 MAPRE2 MARS2 MECP2 MED12 MED13 MED13L MEG3 MEGF8 MERTK METTL27 MGP MID1 MINPP1 MITF MKS1 MLXIPL MMP23B MYCN MYH3 MYRF MYT1L NAA10 NALCN NCF1 NDE1 NDUFB11 NECTIN1 NEK1 NEK2 NELFA NEU1 NEXMIF NFASC NOG NOTCH2 NR2E3 NRAS NRL NSD2 NSUN2 NUDT2 NUP188 NUP88 NXN OFD1 OPHN1 OTUD6B PACS2 PAH PARS2 PAX1 PAX3 PBX1 PCARE PCNT PDE4D PDE6A PDE6B PDE6G PDGFRB PDHA1 PDPN PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PGAP2 PGAP3 PIEZO2 PIGB PIGG PIGL PIGN PIGO PIGT PIGV PIGW PIGY PIK3C2A PIK3CD PIK3R1 PITX2 PKDCC PLK4 POLR1A POLR1B POLR1C POLR1D POMGNT1 PPP1R21 PQBP1 PRCD PRDM16 PRKAR1A PRKCZ PRKDC PRKG2 PRMT7 PROM1 PRPF3 PRPF31 PRPF4 PRPF6 PRPF8 PRPH2 PSMD12 PTCH1 PTCH2 PTPN11 PUF60 PUM1 PURA PUS7 QARS1 RAB18 RAB3GAP1 RAB3GAP2 RAC3 RAD21 RAF1 RAI1 RALA RAPSN RARB RB1 RBL2 RBM10 RBP3 RDH12 REEP6 RELN RERE RFC2 RFX7 RGR RHO RHOA RIN2 RLBP1 RLIM RMRP ROM1 ROR2 RP1 RP1L1 RP2 RP9 RPE65 RPGR RPL10 RPL11 RPL15 RPL18 RPL26 RPL27 RPL31 RPL35 RPL35A RPL5 RPL8 RPL9 RPS10 RPS15A RPS17 RPS19 RPS20 RPS24 RPS26 RPS27 RPS28 RPS29 RPS7 RREB1 RSRC1 RTL1 RTTN RUNX2 RYR1 SAG SALL4 SC5D SCAPER SCN1A SCN4A SCNM1 SEC23A SEC24C SEMA4A SEMA5A SET SETD2 SETD5 SH3PXD2B SHANK3 SHOX SIN3A SKI SKIC2 SKIC3 SLC12A6 SLC1A4 SLC2A1 SLC35A2 SLC35C1 SLC6A1 SLC7A14 SMARCA2 SMARCA4 SMARCAL1 SMG9 SNAI2 SNAP29 SNRNP200 SNX14 SON SOST SOX10 SOX18 SOX5 SOX6 SP7 SPATA7 SPECC1L SPEN SPTBN1 SRCAP SRD5A3 STAG2 STAT3 STRA6 STRADA STT3A STX1A SUFU SUPT16H SVBP SYNGAP1 TAPT1 TASP1 TBC1D20 TBC1D24 TBCK TBL2 TBX1 TBX6 TCF4 TCOF1 TENT5A TFAP2A TMCO1 TMEM270 TMEM53 TMEM70 TMEM94 TNNI2 TNNT3 TNPO2 TOE1 TOGARAM1 TOPORS TOR1A TP63 TPM2 TPR TRAPPC9 TRIM37 TRIO TRMT1 TRPS1 TRPV6 TRRAP TSR2 TTC8 TUB TUBGCP4 TUBGCP6 TULP1 TWIST1 TWIST2 TXNL4A UBE4B UFD1 UMPS UNC80 USH2A USP9X VDR VPS33A VPS35L VPS37D WAC WARS2 WASHC5 WDR19 WDR35 WLS WNT5A WNT7A XRCC4 YARS1 ZBTB20 ZEB2 ZMIZ1 ZMYM2 ZNF408 ZNF513 ZSWIM6 HP_WIDE_NASAL_RIDGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_WIDE_NASAL_RIDGE ALX4 AP4M1 FOXP2 HNRNPK METTL5 MSL3 POLR3A RPL10 SUZ12 TBL1XR1 HP_WIDE_NOSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_WIDE_NOSE ACTB ACTG1 ACY1 ADAMTS18 AIP ALG12 ARID1A ASPH ATP6V1B2 AVP BRCC3 BUB1 BUB1B BUB3 CAMTA1 CCNQ CDH11 CEP57 CHD8 CKAP2L CLCF1 COG7 COX7B CRLF1 DLK1 DONSON DPF2 DVL1 DVL3 DYNC2H1 DYNC2I1 DYNC2I2 EPG5 ESCO2 FGFR1 FHL1 FRAS1 FREM2 FUCA1 FZD2 GDF5 GPC4 GPR101 GRIP1 HCCS HDAC4 HMGA2 IDS IDUA IFT80 IL11RA INSR KAT6B KATNB1 KCNH1 KCNMA1 KCNN3 KIF11 KMT2A LARP7 LEMD3 LMBRD2 LMX1B MAN1B1 MEG3 MGP MOGS NANS NDE1 NDUFB11 NOTCH2 OTUD6B PAFAH1B1 PAM16 PHGDH PIGG POR POU4F1 PPP1CB PPP1R15B PRRX1 PTEN QRICH1 RAI1 RELN RNF125 RNF2 RPS6KA3 RTL1 SATB2 SEC23A SETBP1 SETD1A SIN3A SKIC3 SLC37A4 SMARCA2 SMARCA4 SMARCB1 SMARCE1 SMG9 STAMBP STAT3 STXBP1 TBL1XR1 TBX1 TCTN3 TMCO1 TOGARAM1 TONSL TRIM37 TRIP13 TRMT10A TWIST2 VPS33A VPS53 WBP11 WDR35 WLS WNT5A YWHAE ZNF341 HP_WIDE_PUBIC_SYMPHYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_WIDE_PUBIC_SYMPHYSIS BMP1 DYM FRAS1 FREM2 GRIP1 HNRNPR RUNX2 HP_WIDOW_S_PEAK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_WIDOW_S_PEAK ALX1 ALX3 ATP6V1B2 DEAF1 DHX30 EFNB1 FGD1 FLNA GDF11 HEATR3 LRP2 MID1 RERE SATB1 SLC35C1 SPECC1L SYT1 TWIST1 HP_WOOLLY_HAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_WOOLLY_HAIR AARS1 ATP7A BRAF CCDC47 DSC2 DSG2 DSP EFNB1 GAN HRAS JUP KANK2 KRT25 KRT71 KRT74 LIPH LPAR6 MAP2K1 MPLKIP PADI3 PERP PTPN11 SKIC2 SKIC3 TGM3 TTC5 HP_WORMIAN_BONES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_WORMIAN_BONES AFF4 AIFM1 ALDH18A1 ARID2 ATP6V0A2 ATP7A BCL11B BMP1 CCDC134 CHD4 COL1A1 COL1A2 CREB3L1 CRTAP CTSK DLK1 ELN FBLN5 FKBP10 FLNA GORAB HPGD HSPG2 IFITM5 KDELR2 KIF1A LEMD2 LMNA LRP5 MEG3 MESD MSX2 NFIX NOTCH2 NOTCH3 P3H1 P4HB PAM16 PDGFRB PLOD2 POGZ PPIB PRKG2 PYCR1 RETREG1 RTL1 RUNX2 SCN9A SEC24D SETBP1 SH3PXD2B SMO SP7 TAPT1 TENT5A THRA WNK1 ZMPSTE24 HP_WRIST_DROP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_WRIST_DROP ACTA1 CADM3 LDB3 MORC2 NF2 PLOD1 REEP1 HP_WRIST_FLEXION_CONTRACTURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_WRIST_FLEXION_CONTRACTURE ADAMTSL2 ADGRG6 ANO5 ASXL1 B3GALT6 CADM3 CAPN3 COL12A1 COL25A1 COL6A1 COL6A2 COL6A3 DDR2 DHX16 DLK1 ERCC1 ERGIC1 ERLIN2 ESCO2 FBN2 FLNA HSPG2 MAP3K7 MECP2 MEG3 MMP2 MUSK MYH3 MYL11 PI4KA PRG4 RTL1 SCYL2 SPG11 TBX15 TNNT1 TUBB3 HP_WRITER_S_CRAMP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_WRITER_S_CRAMP AOPEP CASR CIZ1 COL6A3 DRD2 FTL GCH1 GNA11 HINT1 KCNA1 KCNN2 KCTD17 PLP1 PRRT2 SGCE TBC1D24 TBP THAP1 TOR1A VPS16 HP_XANTHOMATOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_XANTHOMATOSIS ABCA1 ABCG5 ABCG8 APOA1 APOA2 APOA5 APOB APOC2 APOE CETP CYP27A1 EPHX2 FGFR1 G6PC1 GHR GPIHBP1 KRAS LDLR LDLRAP1 LIPC LMF1 LMNA LPL PCSK9 PDGFRB PPARG PPP1R17 SLC37A4 SMPD1 SPRED1 TTPA HP_XEROSTOMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_XEROSTOMIA ANG ANXA11 ATXN2 CAV1 CCN2 CCNF CCR6 CFAP410 CHCHD10 CHMP2B CHRM3 CLDN10 DAO DCTN1 EDARADD ELOVL1 EPHA4 ERBB4 FGF10 FGFR2 FGFR3 FIG4 FUS GLE1 GLT8D1 GSN HLA-DRB1 HNRNPA1 IRF5 LBR MAGEL2 MATR3 NEFH NEK1 NOD2 OPTN PFN1 PON1 PON2 PON3 PPARGC1A PRPH SCN9A SIM1 SLC12A2 SOD1 SQSTM1 TAF15 TARDBP TBK1 TP63 TREM2 UBQLN2 UNC13A VAPB VCP HP_X_LINKED_DOMINANT_INHERITANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_X_LINKED_DOMINANT_INHERITANCE ACSL4 ALAS2 AMELX AMER1 ATRX BCOR CASK CCNQ CDKL5 CLCN4 COL4A5 COX7B DDX3X DIAPH2 EBP EDA EFNB1 F8 FHL1 FLNA FMR1 G6PD GDI1 GJB1 GPR101 HCCS HDAC6 HDAC8 HNRNPH2 HSD17B10 IKBKG IQSEC2 KDM6A LAMP2 MECP2 MED12 MSL3 NAA10 NDUFB11 NEXMIF NHS NSDHL OFD1 PDHA1 PDK3 PHEX PORCN RNF113A RPS6KA3 SLC35A2 SMC1A SMPX SRY SYN1 TCEAL1 TLR7 UBQLN2 USP9X WDR45 ZC4H2 HP_X_LINKED_INHERITANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_X_LINKED_INHERITANCE ABCB7 ABCD1 ACSL4 ADGRG2 AFF2 AIFM1 AIPL1 ALAS2 ALG13 AMELX AMER1 AMMECR1 ANOS1 AP1S2 AR ARHGEF9 ARL6 ARR3 ARSL ARX ATP11C ATP2B3 ATP6AP1 ATP6AP2 ATP7A ATRX AVPR2 BCAP31 BCOR BCORL1 BGN BMP15 BRWD3 BTK CACNA1F CASK CCDC22 CCNQ CD40LG CDKL5 CFAP418 CFAP47 CFP CHM CHRDL1 CLCN4 CLCN5 CLDN2 CLIC2 CLRN1 CNGA1 CNKSR2 COL4A5 COL4A6 COX7B CRB1 CRX CSF2RA CT55 CUL4B CYBB DCX DDX3X DIAPH2 DKC1 DLG3 DMD DNAAF6 EBP EDA EFNB1 EIF2S3 ELF4 EMD F8 F9 FAM50A FANCB FGD1 FGF13 FGF16 FHL1 FLNA FMR1 FOXP3 FRMD7 FRMPD4 FTSJ1 G6PD GABRA3 GATA1 GCNA GDI1 GJB1 GJB2 GJB6 GK GLA GLRA2 GPC3 GPC4 GPR101 GPR143 GPRASP2 GRIA3 HCCS HCFC1 HDAC6 HDAC8 HMGB3 HNRNPH2 HPRT1 HS6ST2 HSD17B10 HUWE1 IDS IGBP1 IGSF1 IKBKG IL1RAPL1 IL2RG IQSEC2 IRS4 KDM5C KDM6A KIF4A KLHL15 L1CAM LAGE3 LAMP2 LAS1L LRAT MAGED2 MAGT1 MAMLD1 MAOA MBTPS2 MECP2 MED12 MID1 MID2 MSL3 MSN MTM1 NAA10 NDP NDUFA1 NDUFB11 NEXMIF NHS NKAP NLGN3 NLGN4X NONO NR0B1 NSDHL NYX OCRL OFD1 OGT OPHN1 OPN1LW OPN1MW OTC OTUD5 PAK3 PCDH19 PDE6G PDHA1 PDK3 PGK1 PHEX PHF6 PHF8 PHKA1 PHKA2 PIGA PLP1 POF1B POLA1 PORCN POU3F4 PQBP1 PRICKLE3 PRPS1 PTCHD1 RAB39B RBM10 RBMX RBP3 RLIM RNF113A ROM1 RP2 RPGR RPL10 RPS6KA3 RS1 SASH3 SH2D1A SH3KBP1 SHOX SLC16A2 SLC35A2 SLC6A8 SLC9A6 SLC9A7 SLITRK2 SMC1A SMPX SMS SOX3 SRY SSR4 SSX1 STAG2 STEEP1 STS SYN1 SYP TAF1 TAFAZZIN TBC1D8B TBL1X TBX22 TCEAL1 TEX11 TFE3 THOC2 TIMM8A TLR7 TLR8 TMLHE TRAPPC2 TSPAN7 TSR2 UBA1 UBE2A UBQLN2 UPF3B USP26 USP27X USP9X VMA21 WAS WDR45 XIAP XK ZC4H2 ZDHHC9 ZIC3 ZNF711 HP_X_LINKED_RECESSIVE_INHERITANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_X_LINKED_RECESSIVE_INHERITANCE ABCB7 ABCD1 AFF2 AIFM1 AIPL1 ALAS2 AMMECR1 ANOS1 AP1S2 AR ARHGEF9 ARL6 ARSL ARX ATP11C ATP2B3 ATP6AP1 ATP6AP2 ATP7A ATRX AVPR2 BCAP31 BCORL1 BGN BRWD3 BTK CACNA1F CCDC22 CD40LG CFAP418 CFAP47 CFP CHRDL1 CLCN5 CLDN2 CLIC2 CLRN1 CNGA1 COL4A6 CRX CUL4B CYBB DDX3X DKC1 DLG3 DMD DNAAF6 EBP EDA EIF2S3 ELF4 EMD F8 F9 FAM50A FANCB FGD1 FGF13 FGF16 FHL1 FLNA FOXP3 FRMPD4 FTSJ1 GATA1 GJB2 GJB6 GK GLA GPC3 GPC4 GPR143 GPRASP2 GRIA3 HCFC1 HPRT1 HS6ST2 IDS IGBP1 IGSF1 IKBKG IL1RAPL1 IL2RG IQSEC2 IRS4 KDM5C KIF4A KLHL15 L1CAM LAGE3 LAS1L LRAT MAGED2 MAGT1 MAMLD1 MAOA MBTPS2 MECP2 MED12 MID1 MID2 MSN MTM1 NAA10 NDP NDUFA1 NKAP NONO NR0B1 NSDHL NYX OCRL OFD1 OGT OPHN1 OPN1LW OPN1MW OTC OTUD5 PAK3 PDE6G PGK1 PHF6 PHF8 PHKA1 PHKA2 PIGA PLP1 POF1B POLA1 POU3F4 PQBP1 PRPS1 PTCHD1 RAB39B RBM10 RBMX RBP3 RLIM ROM1 RPGR RPL10 RS1 SASH3 SH2D1A SH3KBP1 SLC16A2 SLC6A8 SLC9A6 SLC9A7 SMC1A SMPX SMS SSR4 STAG2 STS SYN1 SYP TAF1 TAFAZZIN TEX11 THOC2 TIMM8A TLR7 TMLHE TRAPPC2 TSPAN7 TSR2 UBA1 UBE2A UPF3B USP27X USP9X VMA21 WAS XIAP ZC4H2 ZIC3 HP_YELLOW_BROWN_DISCOLORATION_OF_THE_TEETH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_YELLOW_BROWN_DISCOLORATION_OF_THE_TEETH CNNM4 DLX3 DSPP ENAM FAM20A ITGB6 KLK4 KRT14 MMP20 RELT ROGDI SATB1 SLC13A5 SLC24A4 HP_YELLOW_WHITE_LESIONS_OF_THE_MACULA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_YELLOW_WHITE_LESIONS_OF_THE_MACULA ABCA4 ALDH3A2 APOE BEST1 CFH CFHR1 CFHR3 CFI CNGB3 EFEMP1 ELOVL4 HGSNAT HMCN1 IMPG1 IMPG2 PROM1 PRPH2 TIMP3 UNC119 HP_YELLOW_WHITE_LESIONS_OF_THE_RETINA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_YELLOW_WHITE_LESIONS_OF_THE_RETINA ABCA4 ABCC6 AGXT ALDH3A2 ALMS1 APOE BEST1 C1QTNF5 CC2D2A CFH CFHR1 CFHR3 CFI CNGB3 CTC1 CTNNA1 EFEMP1 ELOVL4 ESPN FAM111A FBLN5 FZD4 GUCA1A GUCY2D HGSNAT HMCN1 IFT172 IMPG1 IMPG2 KCNJ13 LCA5 LRAT LRP5 MFRP NDP NEU1 NMNAT1 PLA2G5 POT1 PROM1 PRPF8 PRPH2 RB1 RDH5 RHO RLBP1 RPE65 SPATA7 TIMP3 TINF2 TMEM98 TREX1 TSPAN12 TUB UNC119 XYLT1 XYLT2 ZFYVE26 ZNF408 HP_YOUNG_ADULT_ONSET https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_YOUNG_ADULT_ONSET AAAS AARS1 AARS2 ABCA4 ABHD12 ACTA1 ACTC1 ACTG1 ACTN2 ADGRG2 AFG3L2 AIP AK7 AKAP3 ALDH18A1 ALDH5A1 ALG10B AMACR ANLN ANO10 ANO3 ANO5 ANXA11 ANXA5 AOPEP APC APOA1 APPL1 ARHGEF18 ARL2BP ASTL ATL1 ATL3 ATN1 ATP11A ATP13A2 ATP1A2 ATP1A3 ATP6AP2 ATP6V0A1 ATP7B ATXN10 ATXN2 ATXN3 AURKC B2M B4GALNT1 BAG3 BAG5 BAP1 BBS2 BLK BMPR2 BPY2 BRCA2 BRDT BVES C14orf39 C19orf12 C2CD6 CACNA1A CACNB4 CAPN3 CARD9 CASK CASQ2 CASR CATIP CATSPER1 CATSPER2 CAV1 CAV3 CBFB CC2D2A CCDC34 CCDC39 CCDC62 CCND1 CD164 CDC20 CDH2 CDY1 CDY2A CEBPE CEL CEP78 CFAP251 CFAP43 CFAP44 CFH CFI CHCHD10 CHRNA1 CHRNA2 CIB1 CLCN1 CLCN2 CLN6 CNNM2 COCH COL2A1 COL4A1 COL6A3 COQ8B CPOX CPT2 CRYBA2 CSF1R CT55 CTNNA1 CTNS CTSF CYLD CYP27A1 CYP7B1 DAB1 DAZ1 DAZ2 DAZ3 DDX3Y DES DGKE DGUOK DHTKD1 DIABLO DIAPH2 DIAPH3 DNA2 DNAH1 DNAH17 DNAJB2 DNAJB4 DNAJB6 DNAJC3 DNAJC30 DNAJC5 DNALI1 DNHD1 DNM1L DNMT1 DPY19L2 DRAM2 DRC1 DSC2 DSG2 DSP DTNA DYRK1B DYSF EIF2AK2 EIF2AK4 EIF2B3 ELMOD3 ELOVL4 ELOVL5 ENG EPAS1 EPCAM EPHA10 ERCC6 ERCC6L2 ESR2 F2 F5 FANCM FARS2 FBLN5 FBN1 FBXO43 FDPS FHL1 FIG4 FKBP6 FKTN FLNC FN1 FOXC1 FSHB FSIP2 G6PD GAA GABRA3 GALC GANAB GARS1 GATA2 GBF1 GCK GCNA GDAP2 GDF9 GFAP GGCX GGN GIPC1 GJC2 GNB4 GPIHBP1 GRN GYG1 H6PD HAMP HAVCR2 HCN4 HFM1 HGSNAT HINT1 HJV HK1 HKDC1 HNRNPA1 HPRT1 HSFY1 HSPB1 HSPB3 HSPB8 HTRA1 ICOS IDS IFIH1 IFT140 IFT74 IKZF1 IL36RN IMPG2 INF2 INS INSR IQCN ITM2B ITPR3 JAG2 JAK2 JPH2 KCNA5 KCNC3 KCND3 KCNE1 KCNH2 KCNJ11 KCNJ18 KCNJ2 KCNJ5 KCNK3 KCNQ1 KCNU1 KCTD17 KDM5D KIF5A KLHL24 KLHL3 KLHL7 KNG1 KPNA7 LAMA4 LBR LGI1 LHB LIG3 LIPE LMF1 LMNA LMX1B LOX LRP12 LYST MAFA MAFB MAGT1 MAK MAP1B MAPKAPK3 MAPKBP1 MAPT MARCHF6 MARS2 MATR3 MBD4 MCM6 MEFV MEI1 MEIOB MFRP MFSD8 MGME1 MICAL1 MME MOG MORC2 MOS MOV10L1 MSH3 MSH4 MSH5 MYBPC3 MYH6 MYH7 MYL4 MYPN NAF1 NAGA NAGLU NEFL NEXN NF1 NF2 NLRP2 NLRP3 NLRP5 NLRP7 NOL3 NOTCH2NLC NOTCH3 NPC1 NPHP1 NPPA NPTX1 NR0B1 NR2E3 NR3C1 NRCAM NRL NT5C2 OBSCN OPTN OXGR1 P2RX2 PATL2 PDE11A PDGFB PDGFRB PDHA2 PIK3R5 PKD2 PKHD1 PKP2 PLA2G6 PLCZ1 PLG PLIN1 PLN PMP2 PMP22 PMVK PNLDC1 POF1B POGLUT1 POLG POLG2 POLRMT PPARG PPOX PPP2R3C PRDM16 PRDX3 PRKAG2 PRKAR1A PRKN PRKRA PRLR PRNP PRPF4 PRPF6 PRPF8 PRPH2 PRRT2 PRY PRY2 PSAP PSEN1 PSEN2 PTEN PTF1A PUM1 QRICH2 RAB39B RAF1 RAX2 RBM12 RBM20 RBMY1A1 REEP1 REEP6 RELN RIGI RILPL1 RIPOR2 RNASEH1 RNF216 RP1 RP2 RPGR RPL10L RPS19 RPS4Y2 RRAGD RRM2B RYR2 SAMD9L SCARB2 SCN1A SCN3B SCN4A SCN5A SCNN1G SDHD SEC23B SEC61A1 SELENBP1 SEMA3A SEPTIN12 SERPINA1 SERPING1 SERPINH1 SETX SFTPA1 SGCD SGO1 SH3BP2 SHANK3 SHOC1 SLC12A5 SLC17A9 SLC19A2 SLC19A3 SLC22A12 SLC25A4 SLC26A1 SLC26A8 SLC2A10 SLC34A2 SLC37A4 SLC39A14 SLC44A4 SLC4A1 SLC4A11 SLC4A3 SLC4A4 SLC7A6OS SLCO2A1 SMN1 SMN2 SMPD1 SMPX SNCA SNORD118 SNTA1 SOCS1 SOHLH1 SOST SPAG17 SPG11 SPINK2 SPRY2 SPTLC1 SPTLC2 SSBP1 SSX1 STAG3 STAT1 STOX1 STRC STT3A SUFU SUN5 SYCE1 SYCP2 SYCP3 SYNJ1 TAF4B TBC1D24 TBP TBX18 TBX3 TDRD9 TECRL TERB1 TERB2 TERT TEX11 TEX14 TEX15 TGFBI THAP1 THSD4 TIA1 TIE1 TIMP3 TINF2 TLCD3B TLR7 TLR8 TMEM126B TMEM43 TNC TNFAIP3 TNNC1 TNNI3 TNNT1 TNNT2 TOR1AIP1 TP53 TP63 TPM1 TPP1 TRDN TRIM32 TRMT5 TRPC6 TRPM3 TRPV4 TSGA10 TTBK2 TTC21A TTLL5 TTN TUBB4A TULP3 TWNK TYROBP UBQLN2 UNC13D USP26 USP48 USP9Y VAMP1 VAPB VCL VCP VCY VEZF1 VHL VPS11 VPS13D VPS16 VSX1 WASHC5 WDR19 WEE2 WNT4 XKRY XRCC1 XRCC2 YARS1 YEATS2 ZFP36L2 ZMYND15 ZNF408 ZP1 ZP3 ZPBP ZSWIM7 HP_Y_LINKED_INHERITANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_Y_LINKED_INHERITANCE BPY2 CDY1 CDY2A DAZ1 DAZ2 DAZ3 DDX3Y HSFY1 KDM5D PRY PRY2 RBMY1A1 RPS4Y2 SRY TBL1Y USP9Y VCY XKRY HP_Y_SHAPED_METACARPALS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_Y_SHAPED_METACARPALS CPLANE1 FAM149B1 GLI3 HOXD13 IFT27 INTU KIAA0753 KIF7 NEK1 OFD1 PDE6D TCTN3 TMEM216 TOPORS HP_ZOLLINGER_ELLISON_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ZOLLINGER_ELLISON_SYNDROME ATRX CDKN1A CDKN1B CDKN2B CDKN2C DAXX GCGR MEN1 PIEZO2 YY1 HP_ZONULAR_CATARACT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HP_ZONULAR_CATARACT ACADS BAP1 BEST1 BFSP1 CFAP410 CHMP4B CLPB COL18A1 CRYBA1 CRYBA4 CRYBB1 CRYBB2 CRYBB3 CRYGB CRYGC CRYGS CYSLTR2 FTL FYCO1 GALK1 GJA1 GJA3 GJA5 GJA8 GNA11 GNAQ GNPAT HSF4 IMPG2 KIAA1549 LIM2 MAF MIP MVK NF2 NHS NR2E3 OCRL OPA3 PAK2 PANK4 PRG4 RECQL4 RTN4IP1 SEC23A SF3B1 SLC2A1 VIM WFS1 ZNF408 AKT_UP.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AKT_UP.V1_DN ACKR3 ADGRL1 ADHFE1 ALPL AMPD2 ANGPTL4 AQP5 ASF1A ASS1 AXIN2 BCS1L BEX4 BLVRB BTBD2 C11orf71 C1R C1S CAP2 CAV2 CBS CD248 CDC42BPA CDH16 CDPF1 CELA1 CHAD CHN2 CHST12 CNN2 COL17A1 CSDC2 DNAJA3 DPT DRAM1 EDARADD EFEMP1 EFEMP2 EIF4E3 ESR2 EXOSC1 FAH FAM20C FANK1 FAS FBXO32 FHOD3 FKBP11 FMO2 FMO3 FUT10 FUT8 FXYD1 G6PC2 GALNT16 GAS1 GATAD2B GHR GNA14 GNMT GRAMD1A GSPT2 GSTA4 HEBP1 HIC1 HMGCS2 HPS1 HTRA1 IBSP ID3 IFFO1 IFRD2 IL13RA1 IL17RC IRS1 IRS2 ISLR ITGBL1 ITIH5 ITPKB KCNK3 KCNN4 KCTD12 KLF2 KRT15 KRT5 LIMD1 LPL LTC4S MATN2 MEPE MERTK MMAA MOCOS MRPS6 MSL2 MSRB2 MYOC NAT8 NCAM1 NID1 NR1D1 NT5DC3 OGN PADI3 PAQR7 PDE4B PDE9A PDGFRA PDIA5 PDLIM3 PDLIM4 PDZRN3 PHF1 PI16 PKP1 PLA2G4A PLEK2 PLPP3 PLTP PM20D1 PNLIPRP1 POLD2 POLI PPP1R3C PROM1 PTGIS PUS7 RAMP1 RCE1 RECK RMND1 RNF25 RORC RPAP3 RPS6KB2 RTKN RXRB S1PR3 SASH1 SATB1 SCARA3 SCARA5 SCCPDH SERPINF2 SFRP2 SH3BGR SIRT3 SIX5 SLC18A1 SLC22A12 SLC37A4 SLC39A13 SLC39A4 SLC7A5 SLCO3A1 SLIT3 SMARCD3 SNHG6 STAT5A STMP1 SULT1E1 SYPL2 TCAF2 TCF21 TCF3 TEC TIMP3 TNFRSF19 TNNC2 TNS2 TP53I13 TPD52L1 TSPAN4 TSPYL4 TULP3 TYW1 UPB1 VSIG2 WIF1 ZC3H12C ZDHHC6 ZEB1 ZFYVE21 ZNF213 ZNF385A ZNF771 ZSCAN26 AKT_UP.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AKT_UP.V1_UP ABCA7 ACOT9 ADAM10 ADGRG1 ADH4 ADORA2B AK4 ALDOC ANGPTL1 ANXA13 ARG1 ASB11 ATF3 BACE2 BID BPGM C3orf52 CALCB CAMKK1 CARD19 CCNG2 CD55 CDKN2B CIR1 CLMN COMTD1 CRLF1 CTRB1 CXCL16 CYP51A1 DHCR24 DHCR7 DLG4 DNAJB13 DUSP10 EDN1 ERO1A FABP5 FAM3B FBXO6 FDFT1 FLT1 FXR2 GAK GCH1 GDE1 GDPD2 GIPC1 GOT1 GPD2 GPX2 GPX8 GSDMC GTF2IRD1 GUSB H2BC17 H4C8 H4C9 HCK HIC2 HIF3A HOXB9 IDI1 IFIT1 IFIT2 IFIT3 IL1F10 IL1R1 INSIG2 JPT1 KCNE3 KCNK5 KCNQ1 KLF6 KRT23 LDHC LDLR LGMN LRG1 LSS MAL2 MAN2B2 METRNL MFSD4A MGARP MICU1 MMP15 MPZL2 MSMO1 MYO5B NEU1 NFIL3 NIBAN1 NKAIN1 P2RX5 PACSIN3 PAK1 PARM1 PDGFD PDK1 PDK3 PDZD11 PFKP PLAGL1 PLAT PLK2 PLSCR1 POLE3 PON2 PPP1R3F PREP PRKCH PRSS37 PSCA PTPN14 PTPRJ PTRH1 PYGL RASSF1 RHOV RIMKLB RIPK3 ROPN1L RUNDC3A S100A14 SAA1 SAA2 SAA4 SEC14L2 SECTM1 SEPTIN9 SFTPD SGPL1 SGSM3 SH3BGRL2 SLC2A1 SLC6A14 SLC6A6 SNHG11 SOCS6 SPECC1 SPHK1 SPRR1A SPRR2A ST6GALNAC6 SUCO SYT17 SYT8 TACSTD2 TESC TFRC TJP3 TLCD4 TMCC3 TMEM40 TMPRSS4 TNFRSF12A TOM1L1 TOR3A TPD52L3 TPRN TRAF4 UBE2C UGT8 UNC5B VAMP5 VAT1 VILL WFDC12 AKT_UP_MTOR_DN.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AKT_UP_MTOR_DN.V1_DN ABHD14A ACY1 ADHFE1 ADORA1 AGPAT5 AMPD2 ANGPTL4 AP2B1 AQP5 ASF1A ASS1 BCS1L BDH1 BEX4 BLVRB BMP7 BPIFB5P C11orf71 C1R CADM3 CAMKK2 CAP2 CAV2 CBS CBY1 CD200 CD248 CDC42BPA CDH16 CDPF1 CELA1 CENPQ CES2 CHAD CHN2 CHRDL1 CHST12 COIL COL17A1 COL5A2 CPLX2 DNAJA3 DPT DPYD EFEMP1 EIF4E3 ERF ESR2 FAM20C FAS FBN1 FEZ2 FKBP10 FKBP11 FMC1 FMO3 FRAT2 FXYD1 GALNT16 GAS1 GATAD2B GNA14 GNAT2 GNG11 GNMT GPR83 GSDMA GSPT2 GSTA4 HARS2 HAUS1 HIC1 HPGD IBSP IFRD2 IL13RA1 IL17RC IL7 IRS1 ISYNA1 ITGA6 ITLN1 ITPKB ITSN1 JPH3 KCNAB3 KCNK3 KCNN4 KCTD12 KLF1 KRBA1 KRT6C LANCL2 LIMD1 LPL LRRC1 MAZ MCM6 MEPE MERTK METTL5 MGAT4B MLPH MLXIPL MMAA MOCOS MRPS6 MSL2 MSRB2 MSX1 MTHFD1 MYB MYO1G NAT8 NCMAP NDRG4 NID1 OGN PARP2 PDIA5 PDZRN3 PHGR1 PHLDA2 PI16 PKP1 PLA2G4A PLEK2 PLPP3 PMPCB PNLIPRP1 POLD2 POLI POLM PPP1R3C PRKRIP1 PROM1 PSAT1 PUS7 RAMP1 RETREG3 RGS19 RNF25 RPS6KB2 RTKN RTN1 S1PR3 SARS2 SASH1 SATB1 SERPINF2 SFRP5 SH3BGR SHMT1 SLC18A1 SLC22A12 SLC37A4 SLC7A5 SLCO3A1 SMARCD3 SNHG6 SPATA5 STAB1 STEAP1 TACR3 TBCE TEC TIPIN TM4SF1 TMEM97 TNFRSF19 TNNC2 TP53I13 TPH1 TSPAN4 TSPYL4 TULP3 TYMP TYW1 UTP20 VCAN VPS33B WEE1 ZC3HC1 ZNF112 ZNF771 AKT_UP_MTOR_DN.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AKT_UP_MTOR_DN.V1_UP A4GALT ABCA7 ADAM10 ADGRG1 ADORA2B AK4 ALDOC ANGPTL1 ANXA13 APOC2 ARG1 ARRDC4 ATF3 BACE2 BCAS2 BMP8B BSND C3orf52 CALCB CAMKK1 CARD19 CD55 CDKN2B CIR1 CLMN CPE CPNE6 CRLF1 CTNS CXCL1 CXCL16 CXCL5 DAGLB DAZL DHCR24 DHCR7 DSCAM DUSP1 DUSP10 DUSP8 EDN1 EFNB2 ELL FBXL15 FBXO6 FKBP8 FLT1 FXR2 FXYD4 GAK GCH1 GDE1 GDPD2 GGA1 GIPC1 GLDC GPD2 GPX8 GSDMC GUSB H4C8 H4C9 HBEGF HCK HCN2 HIC2 HIF3A HLA-DQB1 HMCES HOXB3 HOXB5 IFIT1 IL1R1 ILRUN ING2 JUNB KCNH3 KCNK5 KCNQ1 KCTD9 KLF10 KLF6 KRT23 LAMC2 LGMN LRG1 LSS LYPD1 MAL2 MAN2B2 METRNL MGARP MICU1 MLLT1 MPP2 MPZL2 MSR1 MVP MYCN MYO5B NEU1 NFIL3 NFKB2 NIBAN1 NIN NOL12 PACSIN3 PAK1 PARM1 PDE10A PDK3 PDZD11 PFDN2 PLAGL1 PLAT PLK2 PLSCR1 PON1 PON2 PPP1R3F PRSS37 PSCA PSMD7 PTGDR2 PTPRJ PYGL RAB3IP RASAL3 RASD1 RASSF1 RBM4 RIMKLB RNF19B RNF41 RUNDC3A S100A8 SAA1 SAA2 SEC14L2 SFTPD SGPL1 SH3BGRL2 SLC39A8 SLC44A1 SLC6A6 SNHG11 SOCS6 SPHK1 SPINK4 SPRR2A ST6GALNAC6 SUCO SUSD4 SYT17 SYT8 TACSTD2 TESC TGIF1 TJP3 TLCD4 TMCC3 TMEM186 TMEM40 TMPRSS4 TNFRSF12A TOR3A TPD52L3 TPRN TRAF3 TTLL1 UBE2R2 VAMP5 VANGL2 VAT1 VILL WFDC12 ZBTB21 ZNF746 ALK_DN.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ALK_DN.V1_DN ABHD8 ADCY2 ADORA3 AGRP ANGPTL7 AP1G2 AQP3 ARID3B ATP2C2 BCO1 CAMK2A CASQ2 CCDC81 CCR8 CD300C CEACAM6 CEACAM7 CEP41 CHRM4 CIC CIDEB CLCA1 CMKLR1 CNMD CNTNAP2 COL9A3 CRYAB CST4 CTF1 CTRC DIO2 DLGAP2 DNAJA4 DNASE1L2 DOC2A DOK3 DPEP1 EFHD1 EFNA2 EGFL6 ESRP1 FAM215A FGL2 FOS FOXA1 FXYD6 FZD8 GABRG2 GCKR GPA33 GPR162 GPR45 GPX2 GRB7 GRM2 GSG1 GYPE HDAC9 HPX HSPA1L IFI27 IFI44L IFI6 IGFBP6 INPP5D IRF9 ITIH2 KAZN KCNC3 KCNJ9 KCNN4 KIAA0408 LCN1 LDLRAD4 LGR5 LILRA6 LPA LPAR2 MAEA MIA MIR124-1HG MTHFR MX1 MYH1 MYL10 NAT2 NDRG2 NMNAT2 NRDE2 OAS1 OLFM4 OPRD1 OR10J1 OR1D2 P2RX2 PAX1 PCDH8 PENK PPP2R1A PRDM14 PRELID3A PRODH PROZ PRPH PSORS1C1 PTK2B PTPRF PTPRZ1 PYY RBPJL RHO RPL23AP7 RTP4 RXRG SEMA3E SEMA7A SERPINF2 SERPINI2 SLA SLC10A1 SLC28A2 SPTB ST8SIA3 STUB1 TCP10L3 TEDC2 TEX13A THSD4 TIAM1 TRIM17 TTC38 UNC93B1 USP46 UTY VAV1 VAV2 VPS37B ZBED2 ZFYVE26 ALK_DN.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ALK_DN.V1_UP ACTL6B ADAM12 ADAM28 AIF1 AMELY ANGPT2 ANGPTL4 AQP7 AQP9 ARHGAP4 ASNS B3GALT4 BDKRB2 BEGAIN BMPR1B BST1 CA2 CA3 CARD9 CATSPERG CBS CCL19 CCL20 CCNK CCR7 CEBPG CES1P1 CFTR CH25H CHAC1 CHI3L1 CHST8 CLSPN CRYGA CSTA CTH CTRB2 CXCL5 CXCR5 DDIT4 DECR2 DLX6 DMP1 ENPP2 ENTPD3 EPAS1 EREG ETV1 FABP2 FAM110D FAP FBXL8 FBXW4P1 FGF21 FJX1 FLVCR2 FMO1 FOXP3 GALK1 GDF15 GDF5 GNA15 GNAT2 GRM1 GRPR H3-4 HLA-DMB HMGB3P1 IGLL1 IL1R2 IL6 INHBE KRT81 KYNU LIN28A LMX1B LTC4S LYL1 MINDY3 MLC1 MPO MRAS MT1H MTHFD2 NFKBIL1 NNAT NOD2 NTRK1 OLFML3 OPRPN OR10H3 P2RX3 PCK2 PDZD7 PIK3CG PNOC PRDM1 PRODHLP PSAT1 PYGB PYY2 RAB9BP1 RBM17 RIBC2 RRAS SAA1 SCGB1D1 SCN1A SCN9A SLAMF7 SLC12A8 SLC1A3 SLC1A5 SLC6A9 SLC7A11 SLC7A5 SMPX SPACA1 SPP1 SPRR2C STC2 STEAP4 STMN2 TBL1Y TBX2 TCIM TDO2 TFEC THAP3 TREM1 TRIB3 TTLL2 UBQLN3 UNC13A VEGFA VEGFC VNN2 VSTM4 XBP1 ZNF639 ZNRF4 ATF2_S_UP.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ATF2_S_UP.V1_DN A2M AADAC ABCA8 ABCC3 ABHD8 ACACA ADAM22 ADARB1 ADH1B ADORA3 AIRE AK4 AK4P3 ANGPTL4 ANXA10 ATF5 BMP6 BMPR1B C1RL C4BPA CATSPERG CBX7 CCIN CCK CCL11 CCL17 CCL2 CD302 CDIP1 CELF2 CEMIP CHI3L1 CLDN14 CLGN CLMN COBLL1 COL11A1 COL15A1 COL16A1 COL7A1 COMP CPTP CRELD1 CRIP2 CRLF1 CSGALNACT1 CSTA CWF19L1 CYP1B1 DAPK1 DENND4C DES DGKD DNAJC12 DNTT DPP4 EFEMP1 ENO2 ERO1A EVC FBLN2 FGF7 FGF9 FMOD FOS GABRD GALNT12 GAS1 GCH1 GLRA2 GMEB1 GPRASP1 GPRC5C GPT HAPLN1 HCRTR2 HSD17B1 ID3 ID4 IGFBP2 IL1R1 IL1RAP IL33 IL4R IQCG IRS4 ITGBL1 ITIH5 ITPR1 JUP KBTBD11 KCNAB2 KCND2 KCTD12 KLHL28 KLHL3 KRT8 LAMA1 LAMA2 LTBP3 MAGIX MGC4859 MN1 MYBPH MYH1 MYO1D NDUFA4L2 NEAT1 NFE2 NFIB NGF NPFF NPIPA1 NPPB NXT2 OSGEPL1 OSMR PADI2 PARD6B PCSK7 PDE4DIP PDLIM3 PID1 PISD PLA2G2A PLAAT3 PLEK2 PLN PLSCR4 PLXNB1 PNMA2 POLE PPL PTER PTGER2 PTGIS PTGS2 RARRES1 REN RGS2 RGS5 RHCE RNF39 ROR1 SBNO2 SDC3 SERPINA3 SERPINB7 SERPING1 SFRP4 SGCG SIK2 SLC12A8 SLC1A3 SLC29A3 SLC39A8 SLC4A2 SLC7A7 SLIT3 SMAD6 SNCAIP SORBS1 SPINT2 ST3GAL6 ST6GALNAC2 STMN2 STXBP2 SVEP1 TAF1C TCF21 TENM4 THOC6 TLE3 TMEM176A TNFAIP6 TNFRSF11B TNNT2 TPD52 TREM1 TRMT9B VASH1 VAV2 VCAM1 VTN WT1 ZDHHC8BP ZP4 ATF2_S_UP.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ATF2_S_UP.V1_UP ABCD2 ABLIM3 ADAMTSL4 ADIRF ADRB2 ALX3 ANGPTL3 ANKRD11 ANXA3 APAF1 APOL6 ARHGAP22 ARSJ ASB4 ASIC4 ATP2B2 B3GALT2 B3GNT3 BAALC BARX1 BCL7C BMAL1 C1orf115 C3AR1 CACNA2D3 CCDC81 CD24 CD8A CDKN3 CENPU CEP41 CHCHD7 CHML CLCN2 CLDN1 COQ4 CRYBG1 CST1 CST5 CTNNBIP1 CTRL CUBN CXCL1 CXCL8 DBNDD1 DDX6 DECR2 DHX9-AS1 DIRAS3 DLEC1 DYSF EFNB2 ENDOG EPX ETS2 EZH2 F9 FAM107A FANCF FAT4 FGFBP1 FMO6P FNDC11 FOXG1 FOXH1 FOXJ1 FOXM1 FSD1 GALNT14 GALNT6 GALR2 GNA14 GNA15 GPER1 GPR63 GRHL2 GSG1 GSTT2 HBD HOXD1 HOXD10 HSD17B3 HSD3B1 HSPA6 HTR2B IFNA21 IL17RB IL20RA IL32 INA INSL6 ITGA6 ITGA8 ITIH3 KCNB1 KIF20A KIF23 KLHL1 KRT81 LAS1L LHX2 LHX6 LRRC17 LRRTM2 MAGEC3 MAP1B MAS1 MBOAT7 MMP1 MMP8 MON1B MPZ MRAS MYO7A N6AMT1 NEFL NEFM NFE2L3 NIPAL3 NLGN1 NNAT NQO2 NRXN3 ODAM OR10C1 OR2B6 OVOL1 PAGE4 PAX1 PCDHA9 PCNT PCSK1N PIR PITX1 PLAU PLCB4 PLEKHA2 PMEL PML PNLIP POMT2 PPM1H PRKCD PRSS16 PSMB9 PSPN PSTPIP1 PTGDS RASGRP1 RBFA RDH16 RELN RGS11 RHPN1-AS1 RPL39L RSAD2 RSPH6A S100A4 S100A9 SATB2 SCIN SEMA5A SH3BGR SLC13A3 SLC13A4 SLC25A51 SLC9A2 SLCO1B1 SPDEF SSPN STEAP1B SYNGR3 TBC1D19 TCIM TK1 TMEM156 TNFRSF13B TNFSF18 TNFSF4 TOP2A TRPC4 TRPM2 TTR UGT2A1 UNG UPP1 USP9Y VPREB3 WNT5B YJU2 ZFR2 ZNF324B ZNF804A ATF2_UP.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ATF2_UP.V1_DN AADAC ABCA8 ABCC3 ACACA ACVR2A ADA2 ADAM15 ADORA2B AFF1 AIRE AK4 AK4P3 ANXA10 ARHGEF3 ARNT2 ATP8B4 BHLHE40 BHMT C1RL CA9 CCK CCL11 CCL2 CCN4 CCP110 CD1B CD200 CD302 CD68 CDH13 CDK5RAP2 CELF2 CEMIP CFB CFH CHI3L1 COMP CRLF1 CSGALNACT1 CTH CXCL12 CYBRD1 CYP1B1 DENND2D DENND4C DEPP1 DGKD DNAJC12 EDIL3 EDNRA EFEMP1 EIF2AK3 ERAP2 ERO1A EVC FBLN2 FGF7 FGF9 FMOD FOS FRY GALNT12 GAS1 GASK1B GCH1 GLRA2 GOLGA8A GPR37 GPRC5B GPRC5C GSR GSTT1 GUCA1B HAPLN1 HEXIM1 HKDC1 HMG20A HOXB2 HS2ST1 ID4 IGFBP2 IL1R1 IL1RAP IL33 IQCG IRS2 ITGBL1 ITIH5 JUP KCND2 KCNJ2 KCTD12 KEL KLHL21 KLRK1 LIMCH1 MFAP4 MN1 MRPL44 MYH3 MYO1D NDUFA4L2 NEAT1 NFIB NPIPA1 NPPB NUP58 PC PCSK7 PDE4DIP PDLIM3 PDPN PELI2 PER3 PID1 PIGN PIM1 PIP PISD PKD1P6 PKP2 PLA2G2A PLA2G4A PLAAT3 PLEK2 PLN PLS1 PLSCR4 PNMA2 POGZ PPL PPP4R2 PTER PTGFR PTGIS PTGS2 PTX3 RAB11FIP1 RARRES1 RBL2 REV3L RNASE4 ROR1 RPS6KB1 S100A3 SCD SCRG1 SDC3 SERPINA3 SERPINB9 SFRP4 SGCG SHOX2 SIK1 SLC12A8 SLC24A3 SLC25A15 SLC25A28 SLC39A8 SLCO4A1 SLIT3 SMAD6 SNCAIP SP1 SPINT2 SPRR2B ST6GALNAC2 STON1 STXBP2 SVEP1 TAF1C TCF21 TGM5 TNFRSF11B TOP3B TP73-AS1 TPD52 TREM1 UBXN2B VCAM1 VTN ZC3H12A ZNF432 ZNF652 ZSCAN31 ATF2_UP.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ATF2_UP.V1_UP ABCB9 ABLIM3 ADAM28 ADM2 AKAP4 ALLC ALOX12 ALX3 AMELY ANKRD11 ANKRD34C APAF1 APBA1 APOD ARHGAP22 ARSJ ASPN ATP13A2 BAALC BAIAP3 BRAP C2CD2L C3AR1 CA14 CARD9 CBX5 CCR4 CD19 CD3D CD8A CEBPA-DT CENPO CENPU CEP41 CHRNG CLDN1 CLDN15 CNTN5 COL2A1 CORO2B CST5 DCAF4 DENND2A DGKZ DIP2A DNAJC15 DNASE2B DTL EEIG1 EFHD1 EMILIN2 ENDOG FABP4 FANCF FGF16 FGF20 FGFBP1 FGR FOXG1 FOXL2 FOXM1 FRMD1 FSD1 FSHB G0S2 GALNT6 GALR2 GDF10 GINS2 GINS3 GMPPB GNA14 GNA15 GPR63 GPX5 GRAP GSTT2 GTF3C5 GUCA1A GZMK HMX1 HOXB1 HOXD1 HOXD11 HPGD HSD3B1 HSPA6 ICAM2 IGF2 IL32 INPP4B ISLR ITGA8 KCNA2 KCNAB3 KCNK3 KIR2DS1 KISS1 KRT7 KRT81 LAS1L LIG1 LILRA5 LIPE LRTM1 LTB LYPD1 MAGEC3 MAP2 MAS1 MELK MMP1 MNAT1 NCAPG NEDD9 NEFL NEFM NEO1 NES NEUROG1 NFKBIB NFKBIL1 NME3 NNAT NRXN2 OR10C1 PACS1 PAFAH1B3 PAX1 PCDH1 PCDHA9 PCOTH PCP4 PCSK1N PELP1 PIN1 PITX1 PLAU PLBD1 PLCB3 PLCB4 PLK4 PLXNB3 PNLIP PODXL POLD1 PRKCD PRMT8 PRSS50 PTDSS2 PTGER1 PTPRT RAD51 RBP1 REEP2 RNF2 RNF43 RSPH6A S100A4 SAG SCUBE3 SERPINB2 SH3BGR SLC5A2 SMARCAL1 SPRR2C STAT5A STEAP1B STRA6 SULT1B1 TBC1D29P TCIM TCIRG1 TK1 TNFRSF13B TNFSF18 TRIM14 TRIM9 TRPM2 TSC22D4 TSPAN32 TSSK2 UPP1 VIPR2 VRTN WNT5B YJU2 ZFR2 ZNF324B ZNF639 ATM_DN.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ATM_DN.V1_DN ABCD1 ACVRL1 ADCY10 ADRB3 AGXT ALX3 ANGPT4 AP4S1 ARSF AVPR1B AZI2 BMPR2 CCL11 CD14 CD69 CEACAM6 CES1P1 CFH CHIA CLCN4 CLEC3B CLEC4E CRYBA1 CRYGC CSF2RB CTRC CXCL3 CYBB CYP1A2 CYP2J2 DNAH9 DSG3 EDN3 ELOA2 ENTPD7 EPHA1 F10 FAM215A FBXO24 FCN1 FCN2 FER FGFBP1 FMO5 FOXB1 GABRB2 GDNF GMIP GPR22 GPR65 GPR68 GPSM2 GRIN2D GRM8 GTF2A1 H3C2 HAAO HCRTR1 HHLA2 HMHB1 HS3ST3B1 IFI27 IFNA21 IL1RAPL1 IL21 IMPG2 ITGB4 ITPKA KCNC4 KCNE1 KCNG1 KCNIP2 KCNQ4 KIR3DL2 LHCGR LILRA2 LPAR3 LSM5 LY6G6D MAG MAGEA4 MDFI MIA2 MMP27 MRAS MS4A2 NEUROD1 NLGN3 NNAT NTRK2 OPCML PAX1 PCDHB3 PI15 PLA2G3 PLCD1 PLSCR2 PLXNB1 PMEL PPARGC1A PPIL2 PRDM11 PRRG2 PRSS21 PRSS50 PTPN11 RAPGEF4 RASSF9 RDX RETN RHAG RNASE2 SAG SCGB2A1 SEMA3A SETD4 SLC10A2 SLC17A1 SLC24A2 SMPX SPAG11A SPTLC2 SRD5A2 SRPK3 SSX3 ST3GAL1 STK17B STX2 SULT1E1 TAGLN TCAP TEK TEX14 TFEC TLL2 TLR7 TMPRSS2 TRPC5 TSPAN32 TXNRD2 WASL WNT2 XIAP ZFP36L1 ZNF137P ZNF208 ATM_DN.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ATM_DN.V1_UP ABCA8 ABCG5 ACACA ADAM18 ADARB1 AKAP5 APBA2 ASIC4 BCHE BCL2L11 BDKRB1 BDNF BEST1 CA6 CAV3 CCR10 CD19 CD36 CD8A CEBPE CHGB CIITA CLCN6 CLDN14 CLIC2 CLIC5 CNTFR COL9A3 CPA3 CRHR1 CRHR2 CSF3R CST4 CYP24A1 CYP2C9 CYP4F3 DLX6 DNAI1 DYSF ECM2 EFNA1 ENO3 EPN1 F13A1 FCGR1A FCGR2A FGF5 FLT1 FSTL3 GAB2 GAPDHS GCM1 GDF2 GHRHR GJB1 GKN1 GLRA2 GPR162 GRIK1 H3C7 H6PD HCAR3 HPR HRK HSD17B3 HSD3B2 ICAM5 IGFBP4 IL2 IL24 ITIH3 KCNJ4 KRT85 LCT LHB LHPP LIM2 LIPE ME3 MEP1B MYL2 MYOM1 N6AMT1 NDRG4 NDST4 NFIC NFKBIL1 NGFR NPAP1 NPC1L1 NUMB OCM OPRPN P2RY1 PARP3 PARVA PDE6G PHKG1 PIDD1 PLTP PPL PRODH2 PSG5 PTK2B QTRT1 RAB3A RECQL4 REL RET RGS12 RPE65 RSPH6A S100A2 S100A3 SARDH SIPA1 SLC22A6 SLC5A2 SLC6A1 SLC7A5 SLCO1B3 SNCB SOX21 SPAG4 SRD5A1 STAG3 SULT1C2 SYN1 TAT TEKT2 TIAM2 TNNC2 TNNT3 TRAF1 TREM1 TRIM31 TTR TXK ULBP2 VAV2 VEGFA XAF1 XCL1 ZNF214 ZNF215 ZNF324 BCAT.100_UP.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BCAT.100_UP.V1_DN AMH B9D2 C22orf46P CCN6 CDH12 CHRNA2 CPLANE1 DAZL DEPP1 DKFZP434A062 DOCK3 DSG3 EBLN2 EXOC3 FZD4 GLRA2 H2AC18 IGFBP5 IGHM KIAA0319L KLF10 KLHL4 KRT19P2 KRT32 KRTAP4-7 NAA80 PIP PMCH PRELID3A PRKN RALGPS2 SERGEF SNAI2 TBX5 TENT5A TLN2 TMPRSS2 TTR WASHC3 ZNF711 ZNF749 BCAT.100_UP.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BCAT.100_UP.V1_UP ABCB1 ARHGEF5 BIK BMP4 CAVIN1 CD9 CDX2 CFAP74 CHODL CRYM DBNDD1 DEFA5 DKK1 DNAJC3 DUSP4 DUSP6 EEF1A2 EFEMP1 ENC1 ENO2 ENPP2 ETV5 FGF20 FLVCR2 FUT1 GAD1 GADD45G GCNT1 HBA2 HOXA1 HYAL3 IHH IRS1 ITGA9 LBP LMO2 LY6G6D MICU1 PLEKHF1 PPP1R1A QPCT RBP1 RUNX1 SASH3 SERPINI1 SLC7A8 SORBS2 TBX3 WNT11 BCAT_BILD_ET_AL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BCAT_BILD_ET_AL_DN ANKRD28 ARHGAP29 ARHGEF18 ARPC2 ASH1L ATP10D ATP9B CLK1 COPB1 CTBP2 EFR3A FAM182A FRYL GCLM GRID1 IER5 IL1A IL1RAP IRAK2 ISCU LNPEP LSS MACROH2A1 NBPF10 OSBPL10 PLAGL1 PRKDC PRPF38B PTHLH PUM1 RAP1A RASAL2 RIF1 SECISBP2 SHC1 SMAD5 SMURF2 SORL1 SRSF1 STARD13 TAF1D TNFAIP3 TUG1 ZNF236 ZNF281 ZSWIM6 BCAT_BILD_ET_AL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BCAT_BILD_ET_AL_UP ACTN4 AXIN2 B4GALT1 BMP4 C4orf36 CALR CAMKMT CAPS CASP4 CD151 CD2BP2 CNOT3 CTSD CYP24A1 DACH1 DTNBP1 DTX2 EEF2 FHDC1 FOXQ1 HMGB1 ICAM5 IGSF8 KLHL15 KRTAP2-1 LINC00661 MTCH2 MYADM MYL9 NDRG4 PALMD RPL27A RPL37A RPS6KA1 SCAMP4 SIRPA SLC27A2 SLC35C2 ST6GALNAC2 STXBP2 TAGLN TCF3 TMEM63B WIPI1 ZNF703 BCAT_GDS748_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BCAT_GDS748_DN ACAD8 ADAMTS20 ARL6IP1 BASP1 BMPR1A CDK5RAP3 CELSR1 CHMP4A CNPY3 COL2A1 CPLANE1 DDIT4 EXOC2 GAS1 HLX HMG20B HSDL2 IGHM ISYNA1 KLHL9 LAP3 LIN28A MLH1 MYBL1 MZT2A PABPC3 PBLD PDHA1 PMFBP1 RALY RDH5 RPS6KA5 SKP2 SLC27A6 SLC35E3 SNAI2 TCF25 TENT5A TTR UROS VPS13B ZBED5 ZNF273 ZNF318 ZNF32 BCAT_GDS748_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BCAT_GDS748_UP ABCB1 AOPEP AQP3 ASRGL1 BAG3 BAMBI C3orf52 CA2 CASP9 CEBPB COTL1 CRYBG1 DDAH1 DEFA5 DYNC1I1 FAH FAM3C FGF20 FLT4 FZD7 GAD1 GADD45G GCH1 GCNT1 HHEX ITGA9 KCTD12 KLRC3 LEF1 LMO2 LY6G6D MSX2 MYB NEDD9 NPTX1 PDE4D PHLDA2 PKP2 PLEKHB2 PRG3 QPCT RUNX1 SLC39A14 SLC3A2 SRPX TP53I3 UBE2N WNT11 BMI1_DN.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BMI1_DN.V1_DN ABHD8 ALX4 API5 ARHGAP12 ARHGAP15 BLVRB BMI1 BORCS6 BRCC3 BST2 C1orf54 C2orf27A CA2 CAB39 CCKAR CDH22 CERT1 CES1 CHL1 CHMP2B CITED1 CLDN16 CLIP3 CNMD COL9A3 CREM CTAG1A CTNNBIP1 CYP11A1 DCTN6 DDX60 DNAJC12 DOK5 DPYD DYNLT3 ECH1 EEF1A2 EFHD1 EGR1 EHHADH EPHA4 ESRP1 ETFB ETV1 FAM76A FOS GAS2 GAS7 GPD1L GPR162 GPR88 GPX3 GTF2A1L GTF2I H2BC21 H3C8 H4C8 HOXB13 HS6ST1 ID4 IDH1 IFI27 IFI44L IFI6 IFITM1 IL1R1 ISOC1 KANSL3 KCNJ16 KLF15 LANCL1 LMO3 LPAR2 MAOB METTL7A MSRB2 MSX2 MVP MYH13 NDRG2 NENF NMNAT2 PADI2 PCDH8 PCP4 PDCD4 PDE4B PDE5A PEG3 PID1 PIK3R3 PLAC4 PLEKHA4 PLS1 PNMA8A PPARGC1A PRDX2 PRPF6 PRPH RPL18AP16 RPS20P14 RXRG S100A4 SCNN1A SELENOP SEMA3E SFXN1 SH3BGRL SIM1 SLC17A6 SLPI SNAI1 SNX4 SOCS2 SOX2 SSBP2 SSPN STON1 SUCLG2 TCEAL2 TEX14 TFAP2A TFF2 TMEM176A TMEM176B TNNT1 TNP1 TP63 TRAF3IP2 TRAPPC6A TRIM2 TRPS1 TSPAN1 TSPO TTC33 VAV3 WDR25 WFDC2 WNT16 ZNF423 BMI1_DN.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BMI1_DN.V1_UP ABCA1 ACKR3 ACTA2 ADAM12 ADGRE5 ADRB2 AGRN ANPEP ANXA3 ASPH ATF6 ATP13A2 B4GALNT1 BDKRB2 BMP4 BMP5 BST1 C2CD2L C3AR1 CCL20 CCN3 CCND1 CD82 CDCP1 CHST11 CHST3 CLDN1 CLSPN COL13A1 COL16A1 COL7A1 CPA4 CRISPLD2 CSF1 CSF2 CSPG4 CSPG5 CTNS CTSS CXCL1 DHRS3 DKK1 EDN1 EPHA2 F3 FADS3 FAP FES FGF21 FGFR1 FJX1 FKRP FLNB FOXP3 FURIN FZD5 GABRE GAL GDF5 GFPT2 GPRC5A GREM1 HAPLN1 HAS2 HBEGF HOXB1 IGKC IL7R INHBA INHBE ITGA3 ITGA4 ITGA5 ITGB6 ITGB8 JAG1 KCNC4 KMT2A KRT17 LAMB3 LCP1 LHFPL2 LIF LRIG1 LRP5 LRRC15 LSAMP LTBP4 MARCHF3 MFAP5 MFGE8 MICA MICB MMP15 MMP3 MMP7 NRP2 NT5E P3H3 PANX1 PAPPA PDCD1LG2 PIEZO1 PLAT PLXNA2 PMEPA1 PODXL POMT2 PROP1 PSG5 PTHLH SEMA3G SIRPA SLC19A1 SLC1A4 SLC1A5 SLC29A1 SLC29A2 SLC2A1 SLC2A6 SLC52A2 SLC5A6 SLC7A5 SLCO2A1 SLCO4A1 SRPX2 STC2 STX1A TAGLN TAP1 TCIM TEK TGFB2 TIE1 TIMP3 TLCD3A TMEM51 TMEM62 TNFAIP6 TNFRSF8 TNFRSF9 TNFSF9 TRIO VANGL1 VEGFC VLDLR VNN1 BMI1_DN_MEL18_DN.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BMI1_DN_MEL18_DN.V1_DN A2M ABCA4 ACOX2 AK1 API5 APOE AQP3 ARSD ASPHD1 BMI1 BST2 C1orf54 CA2 CCKAR CDH10 CFAP20 CH25H CHL1 CLIP3 CNMD COL14A1 COL9A3 CREM CRLF1 CTSH CUX2 CXCL14 CYTL1 DDX60 DIRAS3 DLK1 DOK5 DPM3 DPYD DUSP2 DYNLT3 EDN3 EFHD1 EHHADH EPHA4 EPYC ERCC4 ESRP1 ETFB EVI5 EYA4 FCGRT FOS GAS2 GAS7 GNPTAB GPR137B GPR88 GPX3 GTF2A1L H2BC21 HOXC13 ID2 ID4 IDH1 IFI27 IFI6 IFITM1 IL1R1 IRF9 ITGA7 KANSL3 KCNJ16 KCNV1 KLF3-AS1 KLHL2 LEPR LINC00339 LMO3 LY6E MAOB MAP7 MCTS1 METTL7A MIA MSRB2 MTA2 MXRA5 NEAT1 NEFH NMNAT2 NR2E1 NSF NUDT9 OGDHL OLFM4 OSBPL10 PCDH8 PCP4 PCSK1 PDCD4 PDE3A PDE4B PDE5A PDE7B PDLIM5 PEG3 PENK PEX11A PIGN PLGRKT PNMA8A PPARGC1A PRDX2 PROM1 RBP4 REEP2 RNF115 S100A4 SAYSD1 SCNN1A SEC31B SECTM1 SELENOP SEMA3E SERPINI1 SLC16A4 SLC17A6 SLC4A4 SLPI SMR3B SOCS2 SOX2 SPAG16 SPINT1 SPINT2 SSPN STON1 TCEA2 TCEAL2 TMEM176A TMEM176B TMOD1 TRIM2 TSFM TSPAN1 TTC33 UBE2L6 UNC5C VAV3 WFDC2 ZNF423 BMI1_DN_MEL18_DN.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BMI1_DN_MEL18_DN.V1_UP ABCA1 ABLIM3 ADAM12 ADAM19 ADGB ADGRE5 ADM ADM2 ADRB2 ANXA3 APBB2 ARL4A ARL4C ASPH ATF3 ATP13A2 BIRC3 BMAL2 BMP5 BST1 C2CD2 C2CD2L C3AR1 CCND1 CDC42EP2 CDH13 CHST11 CHST3 CLDN1 COL13A1 COL16A1 COL7A1 CPA4 CRISPLD2 CSF1 CSF2 CSPG4 CXCL1 CXCL8 DUSP10 EDN1 EHD1 ENTREP2 F3 FADS3 FAP FGF21 FJX1 FOSL1 GAB2 GADD45A GAL GDF5 GFPT2 GREM1 HAPLN1 HAS2 HBEGF HTR1D IL1A IL7R INHBA INHBE ITGA3 ITGA4 ITGA5 ITGB6 ITGB8 JAG1 KCNN3 KCNN4 KIF21B KLF7 KMT2A KRT75 LAMB3 LCP1 LHFPL2 LIF LRRC15 LSAMP MAP3K7CL MARCHF3 MGLL MICA MICALL1 MMP7 MT1F NAV2 NKAIN1 NPPB NRP2 NT5E OGFRL1 P2RX5 PAGE1 PAPPA PDCD1LG2 PIEZO1 PIK3CG PIM1 PLAT PLAUR PLEKHO1 PMEPA1 PODXL PSAT1 PTHLH RREB1 RUSC2 SCML2 SIK1 SLC19A1 SLC1A4 SLC22A4 SLC6A9 SLC7A11 SLC7A5 STC2 STX1A TACR3 TAGLN TCIM TEK TFEC TGFB2 TIMP3 TMEM51 TNFAIP6 TNFRSF8 TNFRSF9 TNFSF9 TNIP3 TRIB3 TRIO TUFT1 VEGFA VEGFC VLDLR VNN1 WEE1 WNT5B ZC3H12A ZEB2 ZNF639 BRCA1_DN.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BRCA1_DN.V1_DN AMBN APOA4 ARF1P1 ASPA ATP4A AURKC BMPR1B BRCA1 C14orf93 C1orf116 C1orf159 CA14 CARD10 CCDC106 CD79A CD80 CDC42EP2 CDK11A CES1P1 CHD2 CLCA3P CNIH4 COLQ CRYBG2 CTDSP1 CTSW CYSLTR1 CYSLTR2 CYTH3 DLK2 DPY19L1P1 DPYSL3 DYNC2I1 E2F2 EFNA5 EPB41L5 ERO1B EXD3 EXOC6B FCER1A FGF22 FGF9 FOXJ1 GABRB3 GATAD2A GDF5 GM2A GNA12 GNRH2 GPR157 GPR19 GPR35 GPT GREB1L GRIP1 GSDMD H4C2 H4C5 HAND1 HAO2 HHAT HMGB3P30 HSD11B2 HTATIP2 ICAM4 ICMT IFI35 IL19 INPP5J INSR ITGB1BP2 ITIH3 KANSL3 KCNQ2 KLHL11 KLK15 KMT2D LRRC17 LYL1 LYVE1 MC4R MEOX2 MS4A5 MSH5 MX2 NDOR1 NPFFR1 NRGN NYX OLFML2B OR7A10 PCDHB1 PCDHGB6 PDLIM3 PLBD1 PLEKHO1 PMCH PNMA3 PPM1E PPP1R9A PROX1 PRSS2 PTCD2 PTH2R RAB40C RAPGEF1 RBP4 RSAD2 SCARF1 SCN10A SCNN1D SLC3A1 SLC5A1 SLC5A2 SMO SMPX SNAI1 SNHG20 SPATA31A1 SPG21 SPHK2 STX10 SUSD5 TCF7L1 TLCD3A TMEM143 TMPRSS11D TRAF3 VAMP3 VPS50 WFDC1 XCL1 ZBTB44 ZMYND10 ZNF124 ZNF253 ZNF32 ZNF668 ZRSR2P1 BRCA1_DN.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BRCA1_DN.V1_UP AIM2 ANGPT4 APBB1 APOH ARHGAP15 ASMT B3GALT2 BTG4 CCKBR CCL27 CD160 CD34 CD3D CDH13 CDH22 CDKL5 CDX1 CFAP69 CHAT CHD5 CHRNA6 CILP CLDN14 CLDN6 CLEC7A CMKLR1 CNTN6 CRYGD CTLA4 CTNNA3 CYP2U1 DAGLA DAZL DDX25 DENND1C DNAAF1 ETNK2 EXTL1 FCGBP FCGR2C GABRB1 GJA5 GML GPR6 GRID2 H2BC11 H3C6 HAAO HMGA2 HOXB7 IFNA14 IL17A IL1RL2 IL5 INE1 IQCA1 IRAG2 ISYNA1 KCNA2 KCNB2 KCNH7 KCNJ16 KLHL35 KLK8 KRT18P51 LDB2 LGALS9 LHX6 LILRP2 LRRTM2 LRTM1 LTC4S MAP2 MTMR8 MYBPC1 N4BP2L2-IT2 NEUROD4 NEUROD6 NKX2-2 NLGN4Y NPHS2 OSR2 P3H3 PAEP PHOX2B PIP POU2F3 PRAMEF12 PRKACG PRSS21 PTPRS RAG2 RCN3 RHOH RLN1 RNF122 ROPN1B RPP25 RPS2P45 SGCA SHANK1 SIX1 SLC16A4 SLC16A6 SLC43A1 SLCO1A2 SLURP1 SMN1 SP4 SPO11 STAR TACR3 TENT5C THBS2 THPO TIMP4 TLX3 TNC TP53TG5 TRGV7 TRPA1 TRPM8 TRPV6 TSSK2 TTLL7 UPK1B USP9Y VAV1 WDR25 ZNF423 ZNF529 ZNF682 ZNF780B CAHOY_ASTROCYTIC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAHOY_ASTROCYTIC ABCB9 ABCD2 ABHD1 ADCYAP1R1 ADORA2B AGPAT4 AGT AIFM3 AKT2 APP AQP9 ASNS ATP13A4 ATP1A1 BCAT1 BMPR1B BTBD17 BTG1 CBS CHRDL1 CKAP5 COLGALT2 CORO1C COX10 CYP4F11 CYP7B1 DIO2 DNAI1 EGFL6 ELF5 ELOVL2 FAM20A FARS2 FGD6 FGFR3 FRMD5 GABRG1 GOT2 GPAM GPR85 GRHL1 GRIN2C HACD3 HAPLN1 HEPH HEY2 HSD11B1 IL17RD IMPA2 KCNJ16 KCTD14 LGI4 LPGAT1 LYRM4 MERTK MFGE8 MYOM3 MYORG NCEH1 NIPAL3 NMB NRARP NTSR2 PAK3 PANK1 PAPSS2 PHKG1 PLA2G3 PLD2 PPARA PPP1R3D RAN RARRES1 RASA2 RGS20 RNF24 RORB RSPO1 SCG3 SEMA3E SLC13A5 SLC1A2 SLC25A34 SLC27A1 SLC30A10 SLC46A1 SLC6A11 SLC7A10 SLC7A11 SPIRE1 STK38L SYPL2 TECTB THRSP TMEM51 TNFRSF19 TTPA TTYH3 VEGFA VNN1 CAHOY_ASTROGLIAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAHOY_ASTROGLIAL ACTA2 ADGRG6 AEBP1 AKR1B10 ANXA1 ANXA4 ATOH8 ATP8A1 BST2 C1QTNF1 C3 CALHM5 CAPS2 CASP1 CASP12 CCDC28B CCDC96 CCN5 CCNG1 CD109 CLCN4 CNN1 COA6 COL4A6 COL5A1 COL8A1 CP CRYGS CTTN DEFB1 DYSF ECRG4 EMP3 EREG FAS FBLN5 FMOD FOXJ1 GLIPR2 GNA14 GPHN GPNMB HMOX1 HOATZ IGFBP3 INSL6 ITGBL1 KAZALD1 KIRREL3 KLHL21 LBP LCN2 LGALS3 LOX LOXL2 LPIN3 LRP2 LTBP2 MORC4 MRPS6 MSN MXRA8 MYOF NOX4 NPVF NUAK2 OGN OMD OMG P2RY1 PCDH17 PCDH8 PHACTR3 PKP2 PON3 PRSS23 PSRC1 PSTPIP1 PTRH1 RASSF4 RHOD SEMA3B SERPINE1 SERPING1 SLC24A3 SLC66A3 SLF2 SPATA6 SUCNR1 TAGLN TBC1D2B TDG TIMP1 TMEM37 TNFRSF12A TOR4A TRAF1 TSPO UGT1A1 VLDLR CAHOY_NEURONAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAHOY_NEURONAL AMER3 BCL11A BCL11B CACNG3 CALB1 CALN1 CAMK2B CAMKV CBLN4 CCK CDH9 CELF4 CELF6 CKMT1A CLSTN2 CNTNAP4 COL19A1 CPNE4 CPNE5 CRH CRHBP DMTN DRD1 DYNC1I1 ENO2 EPHA7 FABP3 FGF9 GABRA5 GABRD GABRG2 GAD2 GDA GLRA2 GPR22 GREM2 GRP HCN1 HPCA HS3ST2 HSD17B4 ICAM5 ITPKA JPH4 KCNIP4 KIAA0319 KRT222 LAMP5 LIN7B MAL2 MEF2C METRN MLIP MYH3 MYO5B MYT1L NAPB NEFL NEFM NELL1 NEUROD6 NRGN NSF NTS NWD2 NXPH2 PENK PGM2L1 PHF24 PNOC PPFIA2 PRDM8 PRSS12 RAMP3 RASGEF1A RASL10A RGS4 RPRML RTN4RL1 SATB2 SCG2 SH2D5 SIDT1 SLC17A6 SLC25A22 SLC35F4 SLC6A17 SLC6A7 SLC8A1 SST STX1A STXBP1 SV2B SYT1 SYT13 SYT4 SYT5 TBR1 TRHDE TSPYL5 CAHOY_OLIGODENDROCUTIC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAHOY_OLIGODENDROCUTIC ABHD8 ADGRL2 AGAP11 AHR AP5Z1 ATP10B BACE1 BCAS1 BCR BFSP2 CCN2 CDR2L CILK1 CLN8 CLYBL CNTNAP2 COL20A1 CPOX CRIP2 CRYM CSDC2 DCPS DCT DKK3 DMRTA1 DOCK10 DOCK7 DRC3 DUSP15 DUSP19 EFHD2 ELOVL6 EPN2 ERBB3 EVI2A FA2H FAM89A FBP1 FBXO7 FEZF2 FIGN FSTL1 G2E3 GAB3 GAL3ST1 GALNT18 GJE1 GNG8 GPR17 HIP1R IFFO1 KCTD1 KIAA1958 LCORL LHFPL6 LRRC75A MAP3K15 MAP6D1 MYRF NCMAP NGRN NINJ2 NOCT NR2C1 NRM NRP1 P4HA2 PHLDB1 PKIG PLLP PLXNB3 POP4 PPP1R21 PRKAG2 PRKCQ PSTPIP2 PUS7 RBM11 RCBTB1 RNASEH2B RNF122 RTKN SEMA3D SEMA5A SERINC5 SIRT2 SLC35B2 SOX10 SOX8 SPEG SRPK3 TENM1 TLCD3A TSPAN2 TUBA4A UGT8 USP16 WIPF1 ZNF276 ZNF536 CAMP_UP.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAMP_UP.V1_DN ABLIM1 ACAT2 AK5 AKAP12 AKT3 ANKRD6 ANXA1 ARHGAP5 ARHGEF12 ASAP2 ATL1 ATP2B1 ATP2B4 ATP8A1 ATP9A BACE1 BACH2 BAG6 BCL2L13 BCR BIRC3 BSN BZW1 CALM1 CAMK2D CAPN12 CASP7 CCND2 CCR9 CD160 CD83 CDCA7L CELF2 CHST15 CHST2 CLK1 DAG1 DCAF6 DDAH1 DEDD2 DGCR5 DLG5 DNAJA1 DPYSL3 DST DYNLL1 EIF4B EIF4E ENO2 ENTREP3 EPB41L3 ERC2 ESYT1 ETS2 EZR FAR2P2 FOSB FOXN3 FRY FSTL1 FUT8 GAL3ST3 GEM GLO1 GLS GNAQ GNG12 HENMT1 HINT1 HSP90AA1 HSPA1A HSPA8 ID2 IDS IGFBP5 IL4R IL7R INSIG1 IQCK ITPA ITSN1 JARID2 KBTBD11 KCNN4 KLHDC4 LINC01089 LMBR1 LRRFIP1 LTA MAL2 MAP2 MAP4K4 MAPK1 MBD2 ME1 MED4 MFN1 MIR155HG MPZL3 MS4A6A MTMR9 MYH10 MYO15B MYO5B NAP1L1 NAP1L2 NCF2 NDRG1 NDRG4 NFATC2 NFKB1 NPEPPS NUDT11 NYNRIN OAT P2RY10 PAEP PAK3 PALLD PAM PCLO PCYOX1L PELI1 PES1 PFKFB4 PHLDB1 PINK1 PKIA PLEK PLS3 PRDM1 PRDM8 PTBP3 PTPRC PTPRD RAB31 RALGAPA1 RAP2A RASD2 RERE RETREG3 RGS1 RGS18 RNF138 RPL7 RRAD RREB1 RWDD2B SCG5 SEL1L3 SEPTIN11 SEPTIN7 SERINC1 SERPINB2 SH3PXD2A SLC13A4 SLC15A2 SLC17A7 SLC2A3 SLC35E2A SMARCC1 SNN SNRPA SPOCK2 SRRM1 SRSF2 STIP1 STXBP1 SVEP1 SYPL1 SYT11 TANC2 TARBP1 THSD7A TIMP2 TJP1 TLN2 TMBIM1 TMEM97 TMEM98 TMSB4X TRPC1 TSC22D1 TSPAN5 TTYH3 TUBA4A TUBB2B TUBB3 TUBB4B UBE2E2 UBE2QL1 UBTD2 UBTF UNC79 USP36 USP38 ZCCHC14 ZFP36 ZMIZ1 CAMP_UP.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAMP_UP.V1_UP AAAS AARS1 AATF ACO2 ACSL4 AHCYL1 AKAP6 ALAS1 ALDOA ANKHD1-EIF4EBP3 ANKRA2 APOBEC3C ARF1 ATF4 ATP1A1 ATP5F1A ATP5F1B ATP5MC2 ATXN7L3B AZIN1 BLCAP BSCL2 C11orf71 CCDC124 CCL5 CD74 CEBPG CEP250 CEP41 CHAF1A CHST5 CKMT1A CLOCK CLPTM1 CMTR1 CNDP2 COG6 COL6A3 COPE COPZ1 COX8A CPEB4 CRABP1 CS CXCL8 CYBA CZIB DAP3 DDX23 DELE1 DGLUCY DIP2B DPAGT1 DPM2 EARS2 ECSIT EIF2B3 ELMO1 ELN ETV5 FAHD2A FBXO42 FLOT1 FOS GAS5 GATD3 GLRX GMPPA GPR160 HAX1 HDLBP HLA-DRB5 HMGB2 HNRNPU HSP90B1 HSPA5 HSPA9 HSPBP1 IFIT2 IFITM1 IFITM3 IFRD1 ILF2 IPO4 IST1 IVNS1ABP KANSL1 KANSL3 KAT5 KIAA0040 KRTAP4-7 LETMD1 LIMS1 LONP1 LRR1 MAD2L1 MAEA MAGED1 MAGOH MARS1 MDH2 METTL17 MIDN MRPL15 MRPS18A MRRF MT2A MTHFD2 MYC NDEL1 NDRG2 NDUFB5 NDUFS2 NDUFV1 NFX1 NLRP1 NME1 NQO2 NRSN2 NSUN3 NT5DC1 NUAK2 OCIAD1 OXA1L P4HB PA2G4 PCMTD1 PDE4DIP PDIA3 PEX12 PIGS PLCH1 PLSCR1 PMAIP1 POLR3H PPIB PPP1R15A PRIM1 PRMT1 PXK PYCR2 RABGGTA RAPGEF2 RBCK1 RCHY1 RHOT2 RNF41 RPL18A RPN1 RUVBL1 SAT2 SCARB1 SDAD1 SEC13 SEC61A1 SELENBP1 SELENOS SESN2 SIL1 SLC22A17 SLC25A11 SLC25A5 SLC35A4 SMG1P5 SMYD5 SNW1 SPOP SRPK1 SSR3 STAT4 STRADA TAF1D TBC1D15 TFPI2 TGFBI TMED9 TMEM116 TMEM8B TMEM9 TNIK TOMM40L TRIM2 TRIM38 TRMT61A TYMP UFM1 UPP1 URM1 VAMP4 WAPL WASH3P WBP1 WDR24 WIPI1 WWP1 XIST ZBED5 ZDHHC23 ZNF367 ZNF385A CORDENONSI_YAP_CONSERVED_SIGNATURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CORDENONSI_YAP_CONSERVED_SIGNATURE AGFG2 AMOTL2 ANKRD1 ASAP1 AXL BICC1 BIRC5 CAVIN2 CCN1 CCN2 CDC20 CDKN2C CENPF COL4A3 CRIM1 DAB2 DDAH1 DLC1 DUSP1 DUT ECT2 EMP2 ETV5 FGF2 FLNA FSCN1 FSTL1 GADD45B GAS6 GGH GLS HEXB HMMR ITGB2 ITGB5 LHFPL6 MARCKS MDFIC NDRG1 PDLIM2 PHGDH PMP22 SCHIP1 SERPINE1 SGK1 SH2D4A SHCBP1 SLIT2 STMN1 TGFB2 TGM2 THBS1 TK1 TNNT2 TNS1 TOP2A TSPAN3 CRX_DN.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CRX_DN.V1_DN ACBD6 ACSS1 ANXA2 APOBEC2 ARHGEF28 ATP8B2 B3GNT2 BACH2 BCL3 C1QC C1QTNF6 CADPS2 CALCA CAMK2B CAPN12 CCKBR CD44 CDH20 CDKN1A CEBPA CEBPB CEBPD CHAC1 CHRNA3 CHRNB4 CLRN3 CNMD COL16A1 COL4A2 CRYBG3 CTNNAL1 CXCL13 DCAF4 DDX3Y DHX32 DUSP16 DYNLT2 EFNA1 EGR1 EYA1 FABP5 FABP7 FKBP5 FMN1 FMO3 FOXD1 FRMD6 FUT4 GDAP1L1 GFAP GHRH GLIPR2 GLYCAM1 GNG11 GULOP H6PD HLA-A HNF1A HSD17B2 INHBB INSM1 INSM2 IRF5 JAM3 JUNB KDELR3 KLF10 KSR1 LAD1 LDB1 LIN28A LIX1 LRRC4 LXN MAP3K8 MFSD4A MYOCD MYOZ1 NAB1 NAB2 NFKB1 NUPR1 OSMR PALS2 PCOLCE PCSK2 PHOSPHO1 PHOX2B PLAT PLEC PLOD2 PPP1R14A PRDM1 PTER PYCR1 RAI14 RBP4 RGL3 RNASE4 RXRG S100A16 S100A6 SEL1L3 SEMA5B SERPING1 SH3BP4 SKAP2 SLC22A7 SLC26A4 SMOC2 SMPDL3A SOCS3 SPG21 SPSB2 ST3GAL3 STEAP4 TAGLN2 TECTA TGM2 TIMP1 TLE1 TMBIM1 TMEM176A TMOD1 TNFRSF12A TNFRSF13B TNNC2 TRIM13 TRPC3 TUBB6 WWC1 ZDHHC14 CRX_DN.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CRX_DN.V1_UP ABCA4 AGR2 ALPK2 ALPL ANKRD33 AQP1 ARG2 ARHGAP10 ARMH4 B4GALT1 BATF2 BCAR3 BICDL1 BMP15 BST1 BUB1B C16orf74 CABP4 CCDC107 CCN4 CDR2 CKMT1A CLDN7 CLTRN CNGB1 COL19A1 CSGALNACT2 CUTALP DDHD1 DHH DNAI4 DOCK8 DOHH DPF3 DUSP14 ESRRB FAAH FAIM FAM107B FAM161A GAS7 GCKR GNAT1 GPSM2 GPSM3 GRK1 GRTP1 GUCA1B GZMM HCLS1 HSPA1A HSPA1B IER3 INSL5 JAG1 KCNE2 KCNJ14 KLKB1 LLGL2 MC1R MDM1 MEF2C MYLK MYRF NAT1 NRM NXNL1 NXNL2 ONECUT1 OPN1MW OPN1SW OSGEP PACRG PAQR4 PDE6A PDE6H PDIA5 PDZPH1P PFKFB2 PLA2R1 PLEKHF2 PLPP2 POLG2 PPP1R42 PPP3CC PRPH2 PTPN21 RABGEF1 RAD51 RANGRF RCVRN RDH12 RDH5 REEP6 RGR RHPN1 RNF123 RNF207 RPE65 RPGRIP1 RTBDN SELENBP1 SERINC4 SGCG SH2D1A SH3YL1 SLC17A1 SLC24A1 SLC25A25 SNTA1 SNTB2 SNTG2 SP6 ST8SIA1 STK17B STK35 STRA6 SUV39H2 SYNPO2 TAOK3 TCP11 TMEM218 TMEM229B TMEM35A TMLHE TNFAIP3 TRAFD1 TTC39C UBTD1 UBXN11 VTN WDR31 XIST ZDHHC12 ZFP57 CRX_NRL_DN.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CRX_NRL_DN.V1_DN ABCC9 ACBD6 ADAT2 ADGRA2 ADRB2 AP2B1 ARPC3 ASPH ATOH7 BAMBI BAX BSPRY C11orf52 C14orf132 CAMK2B CAP1 CCKBR CDH20 CHRNA3 CHRNB4 CITED1 CLIC4 CLPB CNGB3 CPLX2 CRYBG3 CTBS DDX3Y DNAJC9 ECE1 EGR1 ELOVL2 ELOVL7 ENC1 ERMAP EYA1 FABP7 FMN1 FRMD6 FZD5 GABRA2 GABRA3 GDPD3 GGACT GGT7 GREB1 GRIK2 GSDME GTF2I GULOP H2BC27P HEBP1 HES5 HS3ST1 IL17D INHBB INPPL1 INSM2 JAM3 KAZN KIF5C KLHL1 LRRC4 LSM12 METRN MFNG MFSD4A MTNR1A MYBPH MYOCD NECTIN3 NFKB1 NIN NMBR NR4A1 NSG1 NTN4 NTNG2 PAM PDIA3 PLAAT1 PLEC PNP PRDM1 PRMT1 PTER PTPN13 PYGM QSOX1 RAB27B RASA2 RASGRF2 RBP4 RBP7 RERG RETREG3 RGL3 RIOX2 RNF149 RNF25 RREB1 RTKN2 RXRG SALL3 SDC4 SGCE SLC25A13 SLC25A51 SLC26A4 SMPDL3A SPINT1 SVBP SWSAP1 TCAM1P TESC TMEM106B TMEM158 TMEM87A TNC TNFRSF12A TNNC2 TNPO2 TRAPPC3 TSPAN33 U2AF1 WWC1 ZNF146 CRX_NRL_DN.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CRX_NRL_DN.V1_UP ABCG4 ABHD14A ACVR2B AHRR ALPL ANKRD33B AQP1 ARG2 ARHGAP10 ARMC1 ATP8A2 B4GALT1 BBS9 BCL2L11 BEST2 BICDL1 BST1 BUB1B CABP4 CAMK1D CCDC107 CCN4 CDKN2C CDR2 CKMT1A CNGA1 CNGB1 COL19A1 CROCC CRYBB1 CRYGB CTIF CUTALP DHH DHRS3 DIAPH3 DOHH DPF3 DRD4 EDN2 EPS8L1 ESRRB EXT1 FAIM FXYD6 GADD45A GALNT10 GAS7 GFAP GNAT1 GPR15LG GPSM2 GRTP1 GUCA1B HCLS1 HSPA1A HSPA1B IER3 IMPG1 KCNB1 KCNE2 KCNJ14 KCNN4 KLHL36 KMT2C LLGL2 LRRC2 MC1R MEF2C MEST MLF1 MOGAT1 MYO7A NR2E3 NRL NRM NXNL1 NXNL2 OPN1MW PAQR4 PCOLCE PDE6A PDE8A PDIA5 PDZPH1P PIP4K2C PLA2R1 PLEKHA2 PLPP2 POLG2 PPARA PPARGC1B PPP1R42 PRKAB1 PROSER2 PSD PTPN18 RDH12 REC8 REEP6 RFX2 RHO RHPN1 RNF123 RNF207 RTBDN SAMD11 SAP30 SEC14L2 SERINC4 SH2D1A SLC16A3 SLC16A6 SLC24A1 SLC25A25 SLC29A2 SLC5A5 SNTA1 SNTB2 SNTG2 SSBP4 ST3GAL1 ST8SIA1 STK17B SYTL1 TAOK3 TCP11 TFF3 TNFAIP3 TNIP2 TNNT1 TNNT2 TNS2 TTC39C UBXN11 WWTR1 XIST ZC3H3 ZDHHC12 ZFP36L2 CSR_EARLY_UP.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CSR_EARLY_UP.V1_DN ABCC10 ACBD4 ACCS ACYP1 ADAMTSL4 ADM AKIP1 ALDH1A1 ALDH1L2 ALDH3B2 AMT ANKZF1 APBB3 ARL4D ARRDC3 ASPA ATF7IP BBC3 BRD8 C14orf132 C2CD5 CAVIN2 CC2D1A CDKN1B CDRT4 CIRBP CKB COL1A1 CROCCP2 CYP2R1 DAAM2 DCP1B DDX17 DENND11 DHRS3 DXO EIF4EBP3 ELMOD2 ELMOD3 ERAP2 FBXO25 FBXO38 FUT10 FZD2 GDF5 GFRA1 GRHL1 GSDMB GTPBP8 HBP1 HEBP2 HOXA10 HSPG2 IFIT2 IGLL1 ING4 IP6K2 KBTBD6 LDB1 LRIG2 LRIG3 LRRK2 LTN1 MAB21L1 MINDY1 MOSPD2 MPPE1 MRI1 MSRB1 NATD1 NDNF NDUFAF7 NMT2 NPHP3 NR1H3 NSUN5P2 NYNRIN OTUD1 PAN2 PAPLN PDE5A PEX6 PHIP PLCD1 PMS2P1 POLL PRRT2 RABGAP1 RAPGEF3 RNF20 SAG SIX1 SIX5 SKP2 SLC16A7 SLC25A46 SLC7A14 SLC9A7 SNPH STAT2 STC2 STOX1 STX16 SULF1 TAF15 TCAIM TDRD6 TENT5C TFAP2A TRIM56 TXNIP UBN2 UFSP2 USP33 WEE1 XAF1 YEATS2 ZFP64 ZFYVE1 ZNF226 ZNF302 ZNF337 ZNF33A ZNF467 ZNF500 ZNF585B CSR_EARLY_UP.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CSR_EARLY_UP.V1_UP ACTR3 ADRM1 AMD1 AMMECR1L ATG101 B3GNT6 BCAR1 BCAR3 BDKRB1 BRPF1 C21orf91 C8orf76 CBFB CCDC59 CD274 CD33 CEMIP2 CHUK CRISPLD2 CSRNP2 CTPS1 DCBLD1 DDIT4L DDX21 DHX33 DIS3 DKC1 DLX2 DNAJA1 DNTTIP2 DOT1L DSP EHD4 EIF4A1 EIF4A3 ELK3 ELL ELOA ELOC EMC6 ETS1 F3 FAM107B FJX1 FOXD1 FRMD6 FZD8 GABPB2 GAL GATA2 GNL2 GTPBP4 HBEGF HECTD2 HLX HMGA1 HPCAL1 ID3 IL11 ILF2 INHBA IRAK1 ITPRIPL2 KLF10 KLF13 KPNA4 LRRC8A MAP2K3 MAPRE1 MOB1B MRPS35 MSANTD3 MYO9B NCL NET1 NIFK NIP7 NMD3 NOP16 NRIP1 NSG1 NT5E NUP54 PANX1 PCSK7 PHF20L1 PHLDB1 PHLPP2 PLAUR PLCH1 PNP POLE3 POM121 PPIF PTGS2 PTP4A1 PTPN1 PTPN12 PUM3 PXN REST RFK RGMB RIPK2 RNPS1 RRP9 SCHIP1 SEC24A SHB SLC16A1 SLC28A1 SLC30A1 SLC37A4 SMAD7 SMARCA4 SMTN SNAI1 SOX9 SPRY2 SPRY4 SREK1IP1 SRP72 ST3GAL1 STC1 TBX2 TDG TENT4A TFG THAP12 TIMM22 TIMM23 TLNRD1 TMEM200A TNFRSF12A TOP1 TRMT10C TXNDC12 UAP1 UBE2N UGDH USP12 USP36 UTP3 VGLL4 VTA1 YOD1 YWHAG ZBTB12 ZBTB2 ZNF324 ZNF697 ZNF800 ZPBP CSR_LATE_UP.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CSR_LATE_UP.V1_DN ABCA6 ACCS ACKR4 ACVRL1 ADAM17 ADGRB2 ADORA2B ALPI ANGPTL2 ANKRD29 APOL3 ASS1 BACH1 BCL10 BTG2 C1orf115 C1orf52 C2orf27A CAVIN2 CCL11 CCL2 CCN3 CDC42EP2 CFH CHL1 CHST2 CLEC3B CMBL COL8A2 CTSF DAAM2 DDB2 DDX60L DENND11 DENND2A DHCR7 DKK2 DPP4 DRAM1 DYNC2LI1 DYRK1B EBP ECH1 ELOVL6 EPB41L4A-AS1 EPHB6 EPSTI1 ERG28 ERMP1 EXOC6 F8 FADS1 FADS2 FAM131C FDFT1 FDPS FDXR FTH1 GAS1 GAS6 GFRA1 GLI3 GLT8D2 GSN GYPC HHEX HMGCR HMGCS1 IDI1 IGBP1 IGDCC4 IL1B INSIG1 IRS2 ITGB8 KIAA0930 KIT KLHL29 L1CAM LDLR LONRF1 LPAR3 LPIN1 LRIG1 LSS MAMDC2 MAMLD1 ME1 MLLT6 MME MOB3C MRGPRF MSMO1 MVD MXD4 NBEA NFKBIE NTN4 NYNRIN OLFML2A P2RX4 PAMR1 PDE5A PDP1 PGF PLAAT4 PLBD2 PLCD1 PLEKHG4 POR PRKCI PRRT2 PRXL2A PYROXD2 QPRT RASSF2 RCAN2 RNLS ROBO3 SC5D SCD SCML1 SFTPB SGIP1 SHTN1 SLC22A18 SLC25A1 SMIM29 SNTB1 SOD2 STARD4 SUMF1 SVEP1 TBC1D2B TCEAL7 TMEM119 TMEM258 TNXB TOX TP53INP1 TRERF1 TRIM22 TSC22D3 TSKU UBE2L6 VAMP5 XAF1 CSR_LATE_UP.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CSR_LATE_UP.V1_UP ACTL6A AHSA1 ALKBH7 ANLN AP1S2 ARHGEF1 ASB6 BEX1 BHLHE40 BIRC5 C19orf48P CASP2 CBFB CCDC34 CCND3 CDC6 CDC7 CDCA8 CDH2 CDK1 CDK5 CHEK2 CIAPIN1 CKAP2 CLSPN CMC2 COPS3 CRISPLD2 CTPS1 CXCL12 CXCL6 CYP4B1 DCBLD1 DCTPP1 DNAJB11 DRAP1 DTYMK EEF1E1 EIF3B EIF5A ELOC EML1 EXOSC9 EZH2 FAM216A FAM83D FANCA FARSA FARSB FEN1 FKBP1A FOXM1 GINS3 GMNN GREM2 GTF3C6 GYS1 HAT1 HAUS2 HERC4 HIP1 HMGB1 HYPK IGFBP3 IL7R ILF2 IMP4 ITGA6 JPT1 KATNAL1 KCNC4 KIF22 KIFBP KISS1 KRT18 KRT25 LMNB2 LTBP2 LYAR MAPRE1 MAZ MBL2 MCM3 MET MMP3 MRAS MT1B MT1F MT1G MT1H MT1L MT1X MT2A MTHFD1 MYBL2 MYH1 NDC1 NETO2 NKX2-1 NMB NOC2L NSG1 NUDC NUDCD1 NUF2 NUP88 PA2G4 PAICS PARP11 PBK PDCL3 PDLIM5 PGM2 POLD1 POLE3 POLR3K PPP5C PREB PRIM1 PRMT5 PSMC3 PSMD14 PSMD2 RAD18 RPF2 RRM2 S1PR1 SAMD11 SERPINB7 SHCBP1 SLC16A3 SLC16A5 SLC25A11 SLF1 SMS SNORD22 SNRPA1 SRM SSTR1 ST3GAL4 TAGLN3 TCF19 TEX30 TIMP1 TIMP3 TMEM130 TOMM34 TPM2 TRIP13 TRPC3 TRPC4 TSPAN13 TUBA3C TUBA4A TUBG1 UBE2C UHRF1 UMPS UTP18 VEGFC WSB2 YEATS4 YIPF3 ZNF367 ZWILCH ZWINT CTIP_DN.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CTIP_DN.V1_DN ABCB4 ABI3BP ABLIM2 ACOXL ADAM15 ADGRD2 ALX4 AMPH ANO1 APBA1 ARL5A BCAM CA14 CAMKV CARD10 CASP5 CCNA1 CD53 CD7 CDH16 CDH22 CDKN1C CEMIP CEP162 CES1P1 CHST15 CITED1 CLMN CMKLR1 CNTF COQ8B CRISP1 CST4 CTF1 CTNNBIP1 CX3CL1 CYBRD1 CYP4F12 CYP4F3 DDAH2 DGCR11 DIP2C ECE2 EDEM1 EDN1 EEF1AKMT2 EPB41L3 EPB41L4A-DT FAM169A FMO5 GPR19 GSN-AS1 GZMB HCN4 HIBADH HIP1 HLA-DOB IFNA5 IGSF9B IL12B IL1RN INKA2 INSL3 IQCG KCNC1 KCNH7 KCTD17 KLK5 KNG1 KPNA1 KRT13 LAIR1 LCN1 LINC01963 LRRC32 MAGEL2 MAOB MAPK11 MGA MORN1 MYH1 MYH14 MYOT NAA80 NLGN3 NPHS2 NRIP2 NUP58 OLFML2A OR10H1 OR1F2P OXNAD1 PAX4 PI15 PLA2G2A PLEKHH3 PSORS1C2 PTGIR PTGS1 PTPRZ1 PYCR3 RAC3 RASGRF1 RBMXL2 REEP2 RGS11 RNF125 RNF186 RNF19A RPL13P5 RUNX3 SACS SCGB1A1 SERPINB9 SLC35D1 SLC3A1 SLC52A1 SPRR2B STAG3 SYNDIG1 TAS2R4 TENT5C TFCP2L1 TFEC TGM1 TREM2 TRPC6 TSPAN7 TTLL3 TYR WNT16 ZBTB22 ZFY ZSCAN2 CTIP_DN.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CTIP_DN.V1_UP ACTA1 ADAM18 ADAMTS2 ALPK3 APOB APOBEC1 ARPIN ASPA BARX1 BCAN BCL2L14 BEST2 BSPRY C1orf105 C8orf17 CAMK1 CCL20 CD22 CD34 CD80 CHODL CLEC3B COCH COL1A2 COPZ2 CST5 CTAG1A CTLA4 CTRB2 CXCL8 CXCR6 CYSLTR1 DDIT3 DKFZP434A062 EFS EGFL7 FAM153A FFAR2 FGF17 FGF21 FSTL4 GDF10 GEMIN7 GNG7 GRID2 GRPR H2AC8 HDAC9 HOXB1 HTR3B IFI6 INA INSR KCNA5 KCNB2 KCNC4 KCNIP2 KCNK2 KCNS1 KLHL28 KLK1 KLRC4 LAIR2 LGALS9 LIM2 LIN28A LMO1 LRRC37BP1 LRTM1 MED18 MIP MMP8 MYF6 MYH6 MYOM1 NANOG NCR1 NPPA ODAM OLFML2B ONECUT2 OPN1SW OR2F2 OR7E47P ORM1 OXCT2 PCDHA5 PDE6H PDGFRL PER3 PGLYRP4 PHAF1 PKD2L1 PMEL PNMT PPEF1 PPIEL PPP2R3B PRPH2 PRSS2 PSG7 PTGFR PTH1R RALYL RGSL1 RND2 ROM1 RPGRIP1 S100A1 SALL2 SCAND2P SERPIND1 SHCBP1L SLC16A4 SLC17A1 SLC35G2 SLC43A1 SLC9A5 SMPDL3B SNAI1 SP140 TEK TERT TESMIN TNFRSF17 TRAF1 TSSK2 TTR TUBB1 TULP1 UPK1B WT1-AS ZNF20 ZNF253 ZNF528 CYCLIN_D1_KE_.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CYCLIN_D1_KE_.V1_DN A2M ABO ACKR3 ACTC1 ACTN2 ADARB1 ADD3 ADH1B ADIRF AKAP6 ALDH1A1 ALK ALPG ALPL AMHR2 ANGPT1 ARL4A ARNT ATF2 ATF7 ATP2B3 ATP6V1B1 BAG1 BET1 BNIP2 C1QB CAMK4 CAPG CAV1 CD14 CD27 CD37 CD53 CFB CFTR CHD8 CHRNB2 CNGB1 COG2 COL3A1 CPA3 CPN1 CRISP2 CRMP1 CSF2 CXCL12 CXCL3 CYP24A1 CYP2C9 CYP2F1 DAO DAZL DELE1 DIO2 DNAH3 DNAJB4 DNM1L DPF1 DRD4 DSG1 EML1 EPHA1 ERBB2 EYA1 F3 FBP2 FCER2 FES FKBP3 FLT1 FXR2 GAB1 GALT GART GATA1 GJA1 GNAZ GPSM3 GRIA1 GRIN2B GYPA GYPC HPN HPX HRG IFIT3 IFNA10 IFNAR1 IL17A IL1R1 IL7R ILF3 INHBB IRAG2 KCNJ8 KIAA0040 KIF1A KLF9 KLK3 KRT13 KRT17 KRT5 LILRB4 LIMS1 LINC01587 MAG MAPK4 MATK MC1R MPI MS4A1 MX1 MXI1 MYH2 MYL5 MYO1F NCKAP1L NEDD4 NELL1 NKX3-1 NNT NOS1 NPAS1 NR6A1 NTF4 NTSR1 OXT PAFAH1B3 PBX2 PCK1 PCP4 PDCD2 PDE6H PDYN PENK PEPD PGM5 PIK3R1 PIP4K2A PIP4K2B PLCG2 PNLIPRP1 POU2F2 POU3F1 PPIG PRKCQ PRKG2 PROC PSG3 PSME4 PTCRA PTH1R PVALB RAB5B RAPGEF5 RIT2 RLBP1 RNASE6 ROS1 RRP1B RXRG SALL2 SERPINA7 SLC25A11 SMCP SOX3 SPIB SPTLC2 TAFAZZIN TARBP2 TCEA2 TCIRG1 TESK1 TFCP2 TGM3 TMSB15A TNNT3 TOB2 TUBA1A TUBA4A TXLNA UBE3A UCP2 UNG VAMP2 VCAM1 WTAP XGY2 YLPM1 ZNF132 ZNF35 CYCLIN_D1_KE_.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CYCLIN_D1_KE_.V1_UP ABLIM1 ADRA2A ADRA2B AGXT AHR ALDH3A2 APOA2 APOC1 APOC4 ARCN1 ARL3 ASNS ATXN1 AXIN1 BATF BCL9 BIRC2 BRF1 CA4 CARS1 CASP3 CCKAR CCL20 CCL23 CD52 CDK6 CDKN1A CDKN2A CDR2 CDR2L CDS1 CEBPD CELA2B CENPB CGREF1 CHKA CHRNA5 CHRNB4 COASY COL18A1 COL5A2 COX17 COX7A1 CRIP1 CTBP1 CYP2E1 DAP DCAF7 DGKD DMWD DNASE1 DNASE2 DRD5 DTNA DUSP4 DUSP5 DYRK4 E2F4 EGR3 EIF5A ENTREP1 EPHA2 ETS2 EVX1 FAM3C FGFR4 FHL2 FOSL2 FOXK2 FSHR FZD5 GCHFR GGT5 GLB1 GLI1 GNAI2 GOT1 GP2 GPT HBA2 HGFAC HK3 HOXC5 HSD17B10 HSF4 HSPA1B HSPG2 HSPH1 HTR6 ID1 IFITM1 IFRD2 INPP5A KAT5 KCNAB2 KCTD2 KDM5C KIF22 KIFC1 KLC1 KLF4 KLK6 LCN2 LMF2 LORICRIN LPIN2 LTBR MAD1L1 MALL MAN2A2 MARK3 MASP1 MAT1A MED24 MGAT5 MMP15 MPHOSPH6 MTREX MUC5AC NEK3 NFE2 NPR2 NRG1 NTN3 PCGF2 PDE4C PFKL PHF20 PHKG2 PIGC PKD1 PKN1 PLCB2 PLK3 PLOD1 PMPCA POLD1 POLR2C PPIB PPID PPM1F PPP3CB PPP5C PRPH PRRC2A PTPN3 PTPRH PTS RAB31 RASSF7 REEP5 REN RGS3 RHO RRAS RUNX1 S100A2 SCAP SLC35D1 SLC38A3 SLC6A3 SLN SMTN SNRPB2 SNRPC SNX17 ST3GAL4 STAM STT3A SUPT5H TCF12 TFAP2A TGFBR2 THBD THOC1 THOP1 THY1 TNNT2 TPTEP1 TRAF1 TRIM25 TRIO TROAP TSC2 TTLL12 ZIC1 ZNF787 ZYX CYCLIN_D1_UP.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CYCLIN_D1_UP.V1_DN ACAA1 ACAA2 ACKR3 ACVR1 AKAP6 ALOX5 ALPG AMBP AMHR2 ANK3 AP3B1 ARNT ASGR2 ATF2 ATF7 ATP6V1A ATR BAG1 BBC3 BRAF BRCA2 BTG1 BTN2A1 CAMK4 CAPG CASP2 CASP9 CAV1 CBLN1 CCL11 CCNG2 CCR9 CD19 CDKL5 CFB CHRM1 CHRNG CLP1 CMKLR2 COG2 CPA3 CSF2 CUL7 CXCR4 CYP24A1 DAZL DELE1 DNAJB4 EIF4G1 EMC2 EML1 EPHA1 ERCC4 ERG EZH2 FLOT2 FXR2 G6PC1 GAB1 GAL GALK1 GATA1 GATA4 GCK GET3 GNAZ GNS GUCY1A2 GUCY2C GYS1 HDAC2 HERC1 HLA-DRA HPCA HPS1 HRG HRH1 HTR1A IFNGR2 IGF1 IL17A IL1A IL7R ILF3 INHBA ITGA3 ITGB6 KCNJ3 KIAA0040 KIF1A KIR2DL4 KLF9 KRT17 KRT5 LAMB1 LILRB4 LMAN2 MAPK8IP2 MATK MFAP3 MLC1 MOK MPI MRE11 MT1F MYH2 MYL5 MYL9 MYO1C MYO1F N4BP2L2-IT2 NCKAP1L NEDD4 NELL1 NKX2-5 NNT NOS1 NR6A1 NTF4 NTHL1 PAFAH1B2 PAFAH1B3 PARG PBX2 PBXIP1 PCK1 PDCD2 PDYN PEPD PIK3R1 PLA2G2A PMS2P11 POU3F1 PPARA PPIG PRKCQ PSEN2 PTPN4 PUM2 PVALB RAB9A RAB9BP1 RBMS2 RGS16 RLBP1 RNASE4 RNASE6 ROS1 RRS1 RXRG RYK S100A4 S100G SART3 SCAF11 SLC6A4 SMPD1 SNAPC1 SPIB SPINK1 SPRR2C SPTLC2 SSTR1 SULT2B1 SYPL1 SYT1 TARBP2 TBC1D31 TFCP2 TIA1 TNNT3 TOB2 TPD52 TPM2 TPM3 TRH TUBA4A TXLNA UCP2 UMPS UNG USP9X VAMP2 VASP WTAP WWOX YLPM1 ZNF133 ZNF266 ZNF35 CYCLIN_D1_UP.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CYCLIN_D1_UP.V1_UP ABCA2 ABLIM1 ADRA2A ADRA2B ALDH3A2 ANPEP APOA1 APOC4 ARCN1 ATP4A AXIN1 BATF BCL9 BIN1 BLM BMP1 BMP5 CA4 CA9 CACNG1 CASP3 CCIN CCKAR CCL23 CD1A CD52 CEBPD CENPB CETP CGREF1 CHGA CHRNA5 COL4A2 COX17 CPT2 CTF1 CXCR3 CYP2A7 DCAF7 DEFB1 DMWD DNASE2 DRD5 DVL1 DYRK4 EGR1 EIF5A EMC1 ENTREP1 EPHA2 ETS2 ETV4 EVX1 FCGBP FDXR FGD1 FHL2 FOXO4 FSHR FZD5 GADD45A GALNS GCHFR GGT5 GLB1 GNL1 GOT1 GP2 GPT GTF2H4 GUCA2B H3C2 HAGH HBA2 HK3 HNRNPA0 HNRNPA3P1 HOXB13 HOXC5 HRC HSD17B10 HSPA1B HSPG2 HTR6 ID1 IFITM1 ITGB1BP1 KCNAB2 KDM5C KIAA1549L KIF22 KIR2DL3 KLF4 KLK6 KMT2A KSR1 LTBR MAD1L1 MALL MARK3 MASP1 MAT1A MC2R MED12 MGAT5 MKI67 MMP15 MNX1 MSLN MSN MUC5AC MYL6 MYT1 NAA80 NCSTN NDUFB7 NEK3 NFE2 NKG7 NSG1 OPRD1 PAX2 PCDHGA12 PCGF2 PCSK7 PDE1B PDE2A PKD1 PLK3 PLOD1 PPIB PPP5C PPY PRRC2A PTMS PTPN21 PTPN3 PTS RAB31 RABEPK RASGRF1 RASSF7 RCVRN REEP5 RGR RHO RPS6KA1 RRAS RXRA RXRB S100B SCAP SELPLG SERPINB10 SGCA SHC3 SLC12A4 SLC18A3 SLC19A1 SLC6A3 SLC6A9 SLN SMOX SMTN SNRPC SPOCK2 ST3GAL4 STAT5A SUPT5H SYN1 TAGLN TAP1 TFPI2 TGFB1 THBD THY1 TK2 TRAF1 TRIM25 TRPC3 TSC2 TTLL12 UBXN1 WNT1 WNT10B WT1-AS ZYX DCA_UP.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DCA_UP.V1_DN ABCA5 ACIN1 ADGRF5 ADM2 AGAP2 ALK ANAPC10 ANKRD2 ANKRD46 ARHGAP15 ARHGEF9 ASIC4 ASPM ATP10D AUNIP C1orf109 C2CD2L CA5A CACNA1S CDH16 CDK10 CDK5R2 CDON CHEK2 CHST2 CLIC5 CMC1 CNNM4 CNTLN COL21A1 CPB2 CPLANE2 CST7 CTAG2 CX3CL1 DCAF13 DCAF17 DHX35 DHX57 ENO3 ETNPPL FAM204A FAM222B FGF9 FGR FUT3 GABPB1-IT1 GALR3 GMPR GPR137B GPR19 GPT GRID2 GSDMD H3C4 IFNA5 IFNG IGLJ3 IL10RA INSL5 IP6K2 IPCEF1 IRAK4 IRF2BP1 JOSD1 KATNBL1 KCTD3 KLHL1 KMT2D KRT1 KRT24 KRT5 LAMA3 LAT LCOR LIN7B LONP2 LRP5L LRRC14 LRRC37A2 MAGEB3 MAGEH1 MAP3K14 MAP3K20 MARCHF2 MATN4 MCTP1 MED23 MFGE8 MFSD12 MNAT1 MSANTD2 MSH5 MTRF1 MYL10 NACC1 NFASC NOL8 NOTCH2NLA NPIPA1 NR4A1 NR5A1 NUDT11 NUMB NUP62 NXF2 OR11A1 PDE6A PDK2 PES1 PEX19 PHKG2 PIN1 PKD1 PKD1P1 PKP1 PLA2G4C PLK3 POGLUT1 POR PPCDC PPP1R12B PPP1R13B PPP1R17 PRPF38B PRRX2 PTPRG RAB11FIP1 RALGDS RASL10A RASSF4 RBM14 RNPEPL1 RS1 S100A14 SERPINB3 SETBP1 SETD4 SHMT1 SHOX2 SIAH2 SIRPB1 SKIL SLC16A10 SLC22A17 SLC29A3 SLC35F6 SLC38A3 SLC6A6 SLC7A9 SNCB SNX24 SP140L SPC25 SPRR1A STAG3 STARD3 STEAP1B TAF1C TBX6 TCIRG1 TCL1A TCL1B TDRD7 TG TGFBRAP1 TMEM115 TNFSF18 TNRC18 TRIM52 TRPM6 TSC22D3 TXLNA UPK1A VPS52 WDR91 YIPF3 ZCCHC24 ZKSCAN4 ZNF248 ZNF286A ZNF32 ZNF652 ZNF821 ZNF84 DCA_UP.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DCA_UP.V1_UP ACP5 ADAM19 ADARB2 AHSP AIF1 AK4P3 AK5 ALG1L2 ANKRD1 ANKRD53 AOC1 ARHGDIG ATF6 ATP1B2 AURKB BCAS4 BEST1 BFSP1 BMX BTBD8 BTN3A1 C1orf105 C22orf31 CA6 CABIN1 CACNG5 CAPN11 CASP2 CATSPERB CCDC71 CCDC87 CCN4 CCT8L2 CD1B CD27 CD70 CD82 CDC45 CETN1 CFAP70 CLCN2 CLEC7A CLN6 CLPB CNGB3 COBL COLQ COPZ2 CORT CREB5 CRIP2 CRYGB CST2 CTSG CUBN CXCL8 CYP2B7P CYP3A43 DCXR DEPP1 DNAJC16 DNAJC28 DNAL4 DPP6 EFS ELAVL4 ELOA2 EPHB6 EXO5 EYA2 F2 FAM215A FGD1 FGF22 FGF6 FMO6P FRMPD1 GABRB2 GARNL3 GDPD3 GIPR GLS2 GPA33 GPR45 GRIA1 GRIN2D GRM5 H2BC10 HCG9 HHLA1 HOXC5 HTN1 HTR6 IFIT2 IFNA10 IGKV3D-15 IGLV2-14 IL23A IL2RA IL36RN INO80B INSL3 IRGC IRX4 ITGA8 KIAA0513 KIF17 KIR2DS1 KLHL3 KLRB1 KREMEN2 KRT13 LAMC3 LGALS7 LIMD1 LPAR3 LRFN3 MAPK8 MAPK8IP2 MCF2L MCTP2 MDK MIR600HG MOGAT2 MX1 MYCT1 MYOZ3 NPC1L1 NRXN2 NTN3 OR3A2 OVGP1 OXCT2 PAK1IP1 PHLDB1 PIGV PLA2G2F PLAA PNMT PRDM14 PRRG4 PTGFR PTPRT RAI1 RIMS2 RNASEL RNF125 RPE65 RPRM SARDH SERPINA1 SERPINA4 SERPING1 SHCBP1L SIX1 SLC22A14 SLC28A1 SLC66A3 SMN1 SNX17 SOS2 SPIN2A SYNE3 TACR3 TEX13B TNNT2 TNS4 TSKS TTLL3 TYRO3 USF2 USP29 USP6NL VPS39 WASL WDR25 WNT16 WNT2 ZNF117 ZNF157 ZNF185 ZNF639 ZNF750 ZNF91 ZSCAN12 ZSWIM1 E2F1_UP.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/E2F1_UP.V1_DN A4GALT ABLIM1 ACKR3 ACOX1 ADAMTS1 ADARB1 AJUBA ALAS2 ALDH1A1 ALDH3A1 AMPD3 ANGPTL4 ANXA1 ANXA4 ANXA8 APBB1IP APBB2 APC2 AQP8 ASL ATP2A3 AVPI1 B4GALT3 BAG3 BCL6 C3 CALML4 CAPN2 CAVIN2 CCL2 CCND2 CCNG2 CD3E CD47 CHRNA7 CIRBP COL11A1 COL3A1 CPT1A CREBRF CRIP2 CSF1 CXCL1 CXCL5 CYP1B1 CYTIP DAB2 DCAF8 DOK1 DTX2 EBF1 EFNA4 ENTPD6 EPS8 ERBB3 EVI2A F3 FAS FCHO1 FMO3 GADD45A GBP2 GFRA1 GHR GSTA4 HES6 HLA-E HMGCS1 IDH1 IFIT2 IFT20 IL18 IL1R1 IL1RL1 IL6ST ITPR2 KLF2 KLF3 KMT2E KXD1 LAMA4 LBP LCLAT1 LGALS2 LIMA1 LIPE LRIG1 LXN MCL1 MDK MDN1 MLX MMP24OS MMP7 MTARC2 MX1 MYC NDRG4 NEAT1 NFKB1 NFKBIZ NHSL1 NOTCH2 NPR1 NUMA1 PAK3 PDE4DIP PDGFRA PDZK1IP1 PGD PHLDA1 PKD1 PLA2G4A PLAT PLET1 PLIN2 PLK2 PLXND1 POLD4 POU5F1 PPP3CA PPTC7 PSEN2 PTDSS2 PTGS1 PTGS2 RAB11FIP5 RAB9A RALGDS RAP2B RASA3 RGS2 RMC1 RSRP1 RTKN RUNX1T1 RUNX2 SAMD10 SASH1 SCAMP1 SEC23A SEMA4B SERAC1 SERTAD1 SGK1 SIX5 SLC11A2 SLC1A1 SLC35E4 SLC6A8 SLPI SNAI1 SNAPC3 ST3GAL4 STAC STAT3 STAT6 STOM STX4 SYNPO TANK TCF4 TGFB1I1 TGFB3 TGM2 TMEM45A TNXB TRAF3IP2 TRAPPC4 TRIB3 TRIM41 TSHR TUBG2 UBE2H UNC93B1 UQCC3 USP19 VCAN VPS45 WDFY2 WDR26 XBP1 XPR1 ZBTB20 ZC3H12A ZFR2 ZMYND8 E2F1_UP.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/E2F1_UP.V1_UP ACTN3 ADA ADCY6 ADIPOR2 AGO2 ARF3 ARHGAP39 ARHGAP8 ARHGEF1 ART3 ATP5F1D AURKB BCL2 BOK BOLA3 BRCA2 BUB1 CAD CAPRIN2 CASP7 CDK5R1 CDR2L CDV3 CHAF1B CHEK1 CLN6 CMA1 CNIH2 CNOT7 CRYZ CSTF2 CYBA DBF4 DCAF1 DCTPP1 DDB1 DDX46 DLGAP5 DLX1 DMBT1 DNA2 DNAJC2 DNAJC21 DRC1 E2F3 E2F8 EFNB2 EIF6 ELANE ELAVL1 ENTR1 ERCC2 ERMP1 EVL EZH2 FANCM FEN1 FMNL3 FNBP1 FRAT2 GATA6 GPN2 GPR19 GRSF1 GRWD1 GSDME GUF1 HDGFL2 HES1 HMGB3 HPF1 HSPB2 HSPBP1 INO80C INO80E ITSN1 IVNS1ABP KANK3 KIF2A KIFC1 KLHL21 KPNA1 KPNA3 KRT72 LARP4B LMNB1 LPIN2 MAP3K11 MAP3K3 MAPK14 MASP1 MCM10 MCM4 MED20 MELTF MPG MRPL46 MSH3 MTSS2 MXI1 NAB1 NASP NBL1 NCAPH NDUFAF4 NHERF1 NOCT NOLC1 NOP56 NUP43 PACS1 PAIP2B PARP1 PARP16 PBX3 PHF12 PIGA PIM1 PIP4K2A PITPNM1 PKP4 PLK4 POLA2 PPM1M PRADC1 PRC1 PRIM2 PRM1 PSME3 PTPN21 PTPRU RB1 RBM15 RBM22 RDH13 RELL1 RHBDL3 RND2 RRM1 RRP1B SGO1 SHBG SINHCAF SIRPA SLBP SLC20A1 SLC35E1 SLC7A1 SMAD1 SMC2 SOCS2 SPEF1 SRSF4 SSX2IP STIL TAF6 TAF9 TBP TFAM THOP1 TINF2 TK1 TLE4 TLX2 TOP2A TPD52 TPM2 TRAF3 TRNT1 TYMS TYRO3 UBE2T UBN1 UBR2 UCK2 UPK2 UQCC1 USF2 USP10 USP39 VEGFA VPREB3 VPS37B WBP11 WDHD1 WRN ZFPM1 ZSWIM7 E2F3_UP.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/E2F3_UP.V1_DN ADAM8 ADGRE2 ADGRF1 ADM2 ANKRD46 APOBEC3G ARHGAP18 ARL15 AXIN1 B3GNT3 B9D2 BCO2 BDKRB2 BMS1P2 BRCA2 BYSL C16orf74 C8B CASP14 CBLC CBX3 CDH15 CIITA CLEC7A CXXC1P1 CYP4F29P DCC DOK7 DTWD1 DUXAP10 EBLN2 EEF2KMT EHMT1 EIF3CL EREG ESF1 ETV3 FAM209A FBXL19 FBXO27 FUBP3 GALNTL6 GAS2L2 GAS8-AS1 GIPR GJB5 GPRC5A GRID1 GTF2H2B HAPLN4 HOXC4 HSD17B3 HSD17B7P2 HSPA6 IFNA13 IFNE IL6 INO80C INTS7 IRAK2 IRGC KCNQ1OT1 KIR2DL4 KLHL28 KRT80 KRTAP2-1 LFNG LHX6 LIF LIF-AS2 LINC00173 LINC00662 LINC00842 LINC03009 LRRC8E LYPD3 MACF1 MAGOHB MARK2 MEGF6 MFSD2A MMP1 MMP3 MRPL55 NACC2 NAT9 NCKAP1L NKX6-3 NR6A1 NRL NT5C NUP58 NYNRIN OLFM1 OR6B1 PC PCDHB4 PCNX3 PCSK9 PLAT PMAIP1 PODN POLR1A POP1 PPAN PPARD PRSS33 PVT1 RAB43 RAP1A RARA RBM4 RIF1 RNF215 RPL34-DT RSPH6A RUFY2 RUSC1-AS1 S100P SERPINB1 SH2D2A SH3TC1 SLC2A6 SLC6A14 SLCO2B1 SNAPC4 SND1-IT1 SNHG3 SNORA28 SOX1 SPAG11A SPNS3 SPRR1B SPTB SRGAP2B STK40 STPG1 STX1A STXBP5L TAF15 TBRG4 TGM2 TGM5 THBD TLR2 TMEM266 TMPRSS6 TREM2 URB1 UTS2R WASH3P WT1-AS ZBED2 ZBTB49 ZC2HC1A ZCCHC7 ZFAS1 ZNF135 ZNF284 ZNF3 ZNF646 ZNF674-AS1 ZNF782 E2F3_UP.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/E2F3_UP.V1_UP ABCG2 ABHD15 ADGRB2 ALKAL2 ANKRD18A ANTXRL APOLD1 ARRDC2 ATAD2 ATP6V1E1 ATRNL1 BRI3BP C11orf96 CABLES2 CBX2 CCNE1 CCNE2 CCP110 CD83 CDC20B CDK19 CDK5R1 CDKN1C CDKN2C CDRT15 CEBPA CHML CHRDL2 CHST1 CHST2 CHST7 CIBAR1 CMPK2 CRY1 CSPG5 CYP26A1 DCK DCLRE1B DDAH1 DHRS13 DTL E2F7 EEF1A2 EFS EGLN1 EGR2 EMC9 EML6 ENO2 EPB41L3 EPHX4 ESX1 FAM222A FAM43B FAM78A FANCA FAXC FBXL16 FEN1 FGF9 FGFR3 FOXD1 FUT5 GAD1 GCH1 GINS1 GKAP1 GPR137C GPR160 HBA2 HEY1 HEY2 HOXA9 HPGD HRK HSPA2 IL17RB INA INHBB JPH1 KCNA6 KCNS3 KHDRBS3 KISS1R KLF16 L3MBTL3 LCN6 LEF1 LIN7B LMO2 LRP4 LRRC45 MANEAL MAP3K21 MAP6D1 MBOAT1 MEX3B MFHAS1 MICB MILIP MMP15 MNX1 MSRB1 MYB NAT8L NEFL NFIA-AS1 NGEF NOL4L NPAS1 NPTX1 NR2F1 NUDT22 PCNA PCOLCE2 PDIA2 PDXP PEG10 PGAP4 PIN1 PLSCR4 PLXND1 POLE POLE2 PTCH1 PXMP2 PYGO1 RAB26 RAB9B RASD1 RASGRP1 RECQL4 REEP1 RHOBTB2 RIPPLY3 RRAGD RTN4R RTN4RL1 RYR1 SAC3D1 SAMD1 SAMD11 SBK1 SEPTIN3 SH3BGR SHANK3 SHISA8 SIX5 SLC27A2 SLC27A3 SLC30A4 SLC4A3 SLC6A2 SMAD6 SMCO4 SNRNP25 SNX10 SOWAHA SYN1 SYNGR3 SYNM TAF5 TAS2R38 TIAM1 TIFA TLCD1 TLE2 TM6SF1 TMEM106C TMEM121 TMEM158 TMEM201 TMEM97 TMOD2 TP53I13 TPPP TSHZ1 TSPAN5 UBE2QL1 UGT8 UNG WNT9A ZDHHC12 ZDHHC14 ZDHHC23 ZFP30 ZIC2 ZNF367 ZNF483 ZNF703 EGFR_UP.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/EGFR_UP.V1_DN ABLIM1 ACKR3 ADD3 AGL ALG13 ANGEL2 ANK3 ANXA9 AOPEP APBB2 ARL3 ARL4A ARMC9 ARMCX1 ASCL1 ATF7IP BAZ2B BCL2 BDH1 BDKRB2 BMERB1 BRCC3 BRIP1 BST2 BTG3 CADM1 CALB2 CALCR CARF CASP6 CAV1 CBFA2T3 CBR4 CCN5 CELSR2 CENPU CHN1 CLK4 COL9A3 CPE CSTA CTSH CYBA CYP26B1 DCAF6 DDX60 DEPDC1 DERA DLC1 DMXL2 DNAJC12 DTL E2F8 EFHD1 EFNB2 EGR3 EIF2S3 ELAPOR1 ELF5 ELOVL2 ELOVL5 ENPP4 EPB41L2 EPS8 EZH2 FAM234B FAM50A FANCL FTO GALC GFRA1 GOLGA8A GPATCH1 GPER1 GRB10 GREB1 GTF2I GULP1 H1-2 H2AC11 H2AC6 H2AC8 H2BC10 H2BC12L H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3C10 H4C8 HEBP1 HERC6 HIRA HSPA4L IAPP ID1 ID2 IFI27 IFI44 IFI44L IFI6 IGF1R INPP5F IRS1 ITPRID2 KIF11 KIF5C KRIT1 LLGL2 LTBP1 LTN1 MAFB MARF1 MATN2 MDK METTL3 MEX3D MFF MICB MOCOS MPDZ MSMB MYB NCAPG2 NDC1 NDUFA5 NET1 NME3 NMU NPY1R NREP NRIP1 NUP205 OSR2 OVOL2 PCMTD2 PCYOX1 PDCD4 PDLIM3 PDZK1 PEG10 PGR PHF20 POLI POT1 PRKACB PRKD3 PRPF6 PRR15L PRR7 PSPH PTBP2 RASGRP1 RCN1 RFWD3 RHOBTB3 RMC1 RNF43 RPP25 RUFY1 SATB2 SGCB SGCG SGK3 SH3GLB2 SIGMAR1 SLC1A1 SLC27A2 SLC27A3 SLC39A8 SLC6A14 SMAD7 SNX7 SOX3 SPTBN1 STIL SYCP2 TAF12 TBL1XR1 TCAF1 TCN1 TENM1 TMEM106B TMEM187 TMPRSS3 TRIM24 TSC22D3 TSPAN5 TTC39A WIPF1 XK ZNF107 ZNF273 ZNF43 ZSCAN18 EGFR_UP.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/EGFR_UP.V1_UP A2M ABCC3 ACTG2 ADM AGO2 AKAP12 ALAS1 ANGPTL4 AOX1 APOBEC3B ARAP2 ARFGAP3 ARID5B ARNT2 ASPH ATF3 ATXN1 BACE2 BCL3 BMP7 CADPS2 CAPN2 CARMIL1 CASP7 CBLB CCDC68 CCL2 CCL22 CCN1 CCN2 CEACAM6 CEBPD CEMIP CLDN1 CMAHP COL5A2 COTL1 CRISPLD2 CSGALNACT1 CTNNAL1 CXADR CYP1B1 CYP27B1 DBNDD2 DRAM1 DUSP4 DUSP5 DUSP6 EDN1 EGFR EGLN3 ELK3 ELL2 ENPP1 EPAS1 ERO1A ETHE1 ETS2 ETV5 EXT1 F2RL1 FADS3 FERMT2 FGB FGFR3 FGG FHOD1 FNDC3B GABBR2 GAL GBP1 GBP2 GCLM GCNT1 GJA1 GK GK3 GLRX GRAMD2B HBEGF HIVEP2 HK2 HOMER1 HSPA2 ICAM1 IDO1 IFIT3 IGF2BP2 IL15RA IL1R1 IL4R IMPA1 INHBA IQCG IRF1 ISG20 ITGA2 ITGA3 ITGB6 JUNB KCNS3 KLF4 KRT7 KRT81 KTN1 LHFPL2 LIF LOXL2 LPAR6 LPIN1 LPP LRP8 MALL MAOA MAP2K4 MAP3K5 MBNL2 MEIS3P1 MGAT4A MGLL MIR22HG MMP1 MMP10 MPZL2 NFIL3 NFKB2 NT5C2 P2RY6 PAPSS2 PCDH9 PDE4B PDLIM7 PGM3 PHLDA1 PIGA PLAC1 PLAGL1 PMAIP1 PSMB10 PSMB9 PTPRE RAB27A RCAN1 RGS16 RHOQ RND1 RNF19A RPS6KA3 S100A8 S100A9 S100P SAMD4A SAT1 SCCPDH SDCBP SEC23A SEL1L3 SEPTIN10 SGMS1 SGPP1 SLC12A2 SLC4A7 SLC7A11 SLC9A6 SLCO2A1 SMCO4 SNAPC1 SNX16 SOCS2 SOWAHC SPAG1 SPTLC2 SQOR SUSD6 TAF1A TAP1 TBC1D8 TCIM TFPI TGFB2 TMEM121 TMEM45A TNFAIP8 TNFRSF11B TNFRSF21 TNNT1 TNS3 TUBB2A VAV3 WIPI1 WNT5A ZNF281 EIF4E_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/EIF4E_DN ADAM9 ALPK1 ANGPTL4 APPBP2 ARHGAP32 ARID4B C2CD2 C3 CASP10 CCAR1 CCDC174 CD55 CERT1 CLDN23 CLINT1 CLTC CNKSR3 CTSC CWC22 CYP1B1 DCTN4 DENND2D DIP2B DOCK1 EP400 EPDR1 ESRP1 FAS FHIP2A FNDC3B FRMD4B FUCA1 FXR1 FZD3 GALNT5 GATA6 IL36G IQGAP1 ITPRIP KLHL21 KPNA4 LMO7 LOXL1 LRBA MAP3K5 MCPH1 MIOX MMP9 MRTFB MYH10 MYO10 NCOA6 NCOA7 NEDD4L NKAPL NPEPPS OFD1 OGA PARP8 PDK4 PHIP PLAU PLEKHA5 PRDX4 PRMT9 PRRC2C PTER PTGS2 RANBP2 RCBTB2 SAA1 SAA4 SCAMP1 SDR16C5 SEMA4D SGPP2 SH3YL1 SIK3 SLC46A3 SNAPC1 SORT1 SQOR STAT5A STRBP SVIL TBCK TNIP1 TP53BP1 TP53BP2 TP73-AS1 TPD52 TRIM47 TRIP11 TSPAN6 UBA7 UPF2 USP47 VPS13C WASHC5 WDFY3 EIF4E_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/EIF4E_UP ACYP1 AHSA1 ANKRD16 ATP5MF ATP8B3 BHLHE40 BMP3 BOLA1 C6orf226 C8orf33 CACNB3 CAMK2N2 CARTPT CCDC187 CFHR1 CHCHD1 CKMT2 CNTN4 DEDD DNAJB5 DNPH1 DPY30 DXO EIF4A3 FABP7 FAM117A FBXL13 FBXO4 FETUB FKBP1B FN3KRP FOXD2 GEMIN6 GTF2H5 HAUS7 IDH1 IL18 ISOC2 ITPK1 JOSD1 KCNC2 KLF8 LAMC3 LST1 MAP2K3 MAPK8IP1 MDH2 METTL1 MIRLET7BHG MON1A MRPL17 MRPL30 MRPS35 MS4A1 MTX2 MYH6 NDRG1 NEGR1 NKX2-8 NOP16 NPM3 NTPCR NUDCD2 OSBPL10 PAGR1 PFDN2 PHYKPL PMM2 PNO1 PPCS PRSS1 PTS RGS3 RIPOR3 RSAD1 SLC25A30 SNRNP25 SNTB1 SNX8 SRXN1 STPG2 TAF11 TALDO1 TAX1BP3 TMEM11 TMEM230 TP53I11 TST TUFM UBFD1 UBL4A UCHL3 UQCC4 UROS VIPR2 VPS28 VPS72 ZBED2 ZNF576 ZNRD2 ERBB2_UP.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ERBB2_UP.V1_DN AASDHPPT ABLIM1 ACTR6 ADAM9 ADD3 AGL ALG13 AMIGO2 ANKRD12 ANXA3 AOPEP ARHGAP29 ARMCX1 ARMCX5 ARMT1 ASCL1 ASS1 ATF1 ATP8B1 ATR BCL2 BMERB1 BRWD1 BST2 BTG3 C1orf109 C2CD5 CALB2 CASP6 CAV1 CBR4 CCDC59 CCN5 CEBPZ CENPE CETN3 CHD1 CLIC3 COL9A3 CPOX CUL5 CYP26B1 DBF4 DDX60 DEPDC1 DLC1 DNAJB14 DTL ECT2 EGR3 EHBP1 EIF2S3 EMC2 ERI2 FAM216A FASTKD1 FBXO5 FHL2 FKTN FLNB FOLR1 GFRA1 GNL2 GOLGA4 GOLGA8A GPER1 GREB1 GULP1 HAUS3 HERC6 HIRA HS2ST1 HSPA13 HSPA4L HSPB8 IAPP ICE1 ID2 IFI27 IFI44 IFI44L IFI6 IFIH1 IFIT1 IFIT5 IFT57 IGF1R INPP5F IRF7 IRS1 ITPRID2 JAK2 KANK1 KCTD3 KIF5C KLF10 KRR1 LAMB1 LIN7C LPGAT1 LRIG1 LTN1 MAD2L1 MAP4K3 MARCHF7 MATN2 MBNL2 MED17 MGP MPDZ MRPL19 MSH2 MSMB MTCL1 MTERF3 MTIF2 MYB MYBL1 MYC NAA15 NCAPG NMRK1 NOC3L NOL8 NPEPPS NPY1R NRCAM NRIP1 OAS1 OAS2 PAK1IP1 PDZK1 PEG10 PLA2G12A PLK4 PMAIP1 POLI PRELID3B PRKAR2B PRMT3 PSPH PTBP2 PUS1 RAB31 RAD51AP1 RAD54B RALGAPA1 RANBP6 RASGRP1 RBBP8 RECQL RHOBTB3 RIF1 RIGI RMC1 RMI1 RNF138 RPAP3 RPRD1A RRN3 RRP15 RTCA SLC26A2 SLC6A14 SLC7A2 SMAD7 SMARCA5 SMC3 SS18 SSB STIL STK17A TAF1D TAF2 TCN1 TFPI2 TIAM1 TM4SF1 TMED5 TOPBP1 TRMT61B TTC39A TTK TVP23B UBA6 USP16 WDR43 WIPF1 XK ZBTB10 ZBTB11 ZCCHC2 ZNF107 ZNF267 ZNF43 ZNF430 ZNF84 ERBB2_UP.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ERBB2_UP.V1_UP ABCC3 ABCG1 ACHE AKR1B10 AKR1C2 ALDH4A1 ALDOC ANGPTL4 ANKMY2 ANXA6 APH1B APLP1 APOBEC3B AQP3 ARNT2 ASPH ATP6V0A4 ATXN1 B3GALT4 BACE2 BCAM BCL3 BCL6 BMPR1B BNIP3L C1orf115 CA8 CADPS2 CAMK2N1 CAPN2 CAPN5 CAST CDS2 CEACAM5 CEACAM6 CEMIP CHST11 CLMN CNOT8 CREB3L2 CRLF1 CSGALNACT1 CSTA CXADR CXCL8 CXCR4 CYP1A1 CYP1B1 DAB2 DBNDD2 DHRS7B DNAJC4 DOCK10 DRAM1 DUSP4 DUSP6 EDN1 EGLN3 ENO2 EPAS1 EPB41L4A EPHX1 ETV5 FADS2 FAM174B FER1L4 FGF13 FGFR4 FMO5 GABBR2 GALNT12 GAMT GBF1 GDF15 GDPD3 GNAI2 GRAMD2B GUCY1A1 GUCY1B1 HEY1 HOXB7 HSD17B11 HSPA2 IL1R1 ITGB4 ITGB6 KCNMA1 KCNN4 KIAA0513 KMO KRT7 KRT81 LAMB2 LIMCH1 LMO3 LOXL1 LRP5 MALL MAOA MAPRE3 METRN MGAT4A MIA3 MPI MPZL2 MSX2 MUC1 MVD MXRA7 MYO1D NDRG1 NHERF2 NIBAN1 NME4 NNT NOTCH3 NPC2 OPN3 P4HA2 PACS1 PACSIN3 PAPSS2 PARM1 PCDH1 PCDH8 PCOTH PCSK1N PDE4B PDE4D PGPEP1 PLEKHB1 PLPP1 PLPP2 PNRC1 PPP1R3C PRPS1 PTGER4 PTMS PTOV1 PTPRE PTPRU RAB5C RFTN1 RPRM RRAGD S100A6 S100P SAT1 SCAMP4 SCCPDH SDCBP SEPTIN10 SERHL SERHL2 SERPINA1 SGPP1 SH3GLB2 SLC12A2 SLC2A10 SLC6A6 SLC9A6 SOX9 SPAG4 SPTBN2 ST6GALNAC2 ST8SIA4 STIP1 TBC1D8 TCEA2 TENT5C THEM6 TNFRSF11B TNFRSF21 TNNT1 TPK1 TSPAN1 TTC9 ULBP2 UPK1A UPK2 UPK3B UROS VASP VEGFB VIPR1 VTCN1 VWA1 WIPI1 ZNF365 ZNF467 ESC_J1_UP_EARLY.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ESC_J1_UP_EARLY.V1_DN ACTA1 ADAM23 ADAP2 AMH ANGPTL4 ANXA1 ANXA3 ANXA5 AP4M1 APOBR ARHGAP35 ARHGEF10L ATF5 ATP9B B3GALT6 BAG5 BCL3 BLOC1S4 BLTP3B BMP1 BMP4 BMS1 BRWD1 C11orf24 C16orf74 C19orf48P CCDC59 CCN1 CEBPD CENPB CIRBP CNN1 CORO2A CRYL1 CTRB1 DAPP1 DBR1 DCLRE1B DIMT1 DNAJC24 DNAJC30 DPYSL5 DRD4 DUSP6 EDN1 EGR1 EMP2 ENTPD4 EPOP ERAS ERF ETV4 FAM118B FBXO33 FETUB FGF17 FGF18 FKBPL FOXD3 GAP43 GBP1 GBP2 GBX2 GID8 GNA14 GPATCH4 GSPT2 H2BC4 HASPIN HYAL2 ID1 ID3 IGFBP3 INHBB JUNB KLF1 KLF13 KLF4 KTI12 LALBA LAMA1 LAMC2 LIMS2 LLPH LPP LTB LUC7L3 MAD1L1 MAPK7 MAPT MDN1 MED6 METTL13 MRAS MRPS11 MTG2 MVK MYC MYL9 NAB2 NAPSA NIFK NINJ2 NOL12 NSUN4 NUDT11 PACRGL PAFAH2 PHB1 PPCS PPP1R1A PPP2R3A PTGIS PTPN22 QSER1 RAB33A RAMP1 RECQL REEP6 RELB REM2 RIOK2 RNASE4 RNASEL RPP25 RPS6KB2 RRP12 RRP8 SAP30BP SERPINE1 SFN SLC16A2 SLC30A1 SLC35G3 SLC66A1 SOCS3 SPRY4 STAT3 STK4 SYT12 TAGLN TCF15 TFEB TGM1 TGM3 TLE4 TLR9 TMC6 TMEM121 TMEM98 TNFRSF12A TPD52L3 TRAIP TREM2 TREX1 TRIB3 TRPS1 TSPYL4 UBA7 UBE2J1 USP38 UXT VAX2 VPS33B VWA5A WSB1 ZBP1 ZBTB21 ZFP36 ZFP36L1 ZFP57 ZNF35 ESC_J1_UP_EARLY.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ESC_J1_UP_EARLY.V1_UP A4GALT ABCG1 ACSS1 ADCYAP1R1 ADM ADSS1 ADTRP ALX3 AMPH ANGPTL7 APOC4 AQP3 ARMH4 ASCL2 AUP1 BCL2L2 BMP7 BNIPL BTN1A1 C10orf82 C14orf132 C1orf210 C4BPA CACNB3 CARD19 CD33 CD47 CD68 CD82 CDH3 CDHR1 CDKN1B CHRNB1 CIDEB COL26A1 COLQ COQ8A CORO2A CPPED1 CPT1B CRELD1 CUBN CUL4A CXCL12 CYP2S1 DAB2 DBNDD2 DENND2B DENND6A DHRS7 DIDO1 DLL1 DMAC2L DPP7 DRAM2 DSCAM ECE2 EDARADD ENPP5 EPHB3 ETFBKMT ETFRF1 EVPL FAM241B FGF14 FGFRL1 FLT3 FMNL3 FOSL1 FSCN3 FXYD3 GADD45B GADD45G GDE1 GIMAP3P GPRIN1 GPT GPX6 GRINA GZMA HES6 HEY1 HIVEP3 HMX2 HOMER1 ICE2 IL15 IL36RN IRX2 KANK3 KRTAP13-1 LHX3 LMBRD1 LOXL2 MAG MEP1B METTL27 MOCS1 MPP2 MRTFB MYB NAAA NAGA NAGLU NAGS NANOS1 NARF NCF1 NDRG1 NECAB3 NEK2 NGLY1 NHSL1 NLRP3 NME3 NR1D1 NR1H3 NSG1 P2RX4 P4HA1 P4HA2 PCMTD2 PCSK4 PCTP PDGFRB PDK4 PDPN PHF21A PHOX2B PIGC PIK3R1 PLPP3 POLH PRSS12 PRSS8 PRXL2C PTGER4 PTPRCAP RAB3IL1 RASL11B RB1 RETREG1 RPL22 SCNN1A SCRN3 SEMA4G SERPINE2 SESN3 SHFL SIL1 SLC18A1 SLC22A13 SLC8B1 SOX15 STC1 TEX101 TEX264 TFF3 THRA TLE6 TMED3 TMEM106C TMEM38A TMEM94 TPGS1 TRAFD1 TRIB2 TSHZ1 TSPAN1 TTR TXNDC16 TYMP VPS35L VSIR ZBTB16 ZBTB7C ZFPM2 ZIC2 ESC_J1_UP_LATE.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ESC_J1_UP_LATE.V1_DN ACACB ACTN3 ADAM23 AMH ANGPTL4 ANKRD10 AOAH ARMC6 ATPAF2 BCL3 BHLHE40 BMS1 CALML4 CAMKK1 CAVIN1 CIRBP CLTB CORO1A CRCP CRMP1 DAPP1 DBR1 DDC DDX27 DDX3Y DDX49 DHODH DLC1 DNAJC24 DNASE2 DOC2A DPYS E2F8 ECH1 EDN1 EGR1 ENDOG ERAS ERCC6L ETV4 EVC EXOSC1 FGF17 FGF18 FOXN4 GAP43 GBX2 GEMIN2 GFPT2 GLI1 GLI2 GNG3 GPATCH4 GPX2 GSPT2 GYS1 HARS2 HCK HELB HOOK2 ICAM1 INA INTS6 ITGB7 JAM2 KLF4 LCK LMNB2 MAPK7 MCF2 MDN1 MED11 MMP11 MORC1 MRAS MRPL18 MRPL19 MSANTD2 MSRB2 MTG2 MVK MYC NAA10 NAPSA NEFH NGFR NIBAN1 NIFK NNAT NOBOX NPHS1 NR0B1 NSUN4 NTN1 NXF1 PASK PCOLCE PCOLCE2 PDGFC PDSS1 PHB1 PHLDA2 PIH1D1 PIK3R4 PLA2G1B POLA1 POLE POLR3K PPCS PPIL4 PPP4R1 PRKN PRMT6 PSMA8 PTCH2 PTGIS PUS7 QSER1 RASGRP2 RASIP1 RIOK2 RNPC3 RPP25 RPP40 RRP12 RRP9 SALL1 SFN SI SLC1A5 SLC27A2 SLC4A3 SMARCD3 SNTB2 SOCS2 SOCS3 SPRY4 STAT4 STK4 SULT4A1 SYNCRIP TAF13 TAMALIN TBCE TCEA3 TCF15 TDGF1 TET1 TFEB TGM1 TGM3 TLE4 TMEM121 TRAIP TRH TRPS1 TSPAN17 TTPA TUBB2B TUBB3 UXT VEGFC VPS33B WDR75 WWP2 XRCC5 ZCCHC10 ZFP62 ESC_J1_UP_LATE.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ESC_J1_UP_LATE.V1_UP ABHD5 ADAM10 AFP AMN AMOT ANKRD1 APOA1 APOA2 APOB APOC2 APOM APP ARAP2 ARHGEF28 ATF3 B4GALNT2 BGN BICC1 BMP2 C1orf210 CA4 CAPN6 CBX4 CCN1 CCN2 CD55 CDC42EP1 CHRNB1 CHST15 CIDEB CITED1 CITED2 CLDN7 COL2A1 COL4A1 COL4A2 CRIM1 CRYAB CTSC CTSH CUBN CYP26A1 DAB2 DAZL DBNDD2 DENND2B DLK1 DPP4 DRAM1 DSP EFNA1 ENPEP ENPP5 ESX1 F3 FARP1 FGB FGF5 FHL2 FLVCR2 FOXA2 FOXQ1 FRZB FST FUT8 FXYD3 GADD45B GATA4 GATA6 GGTA1 GKN1 GKN2 GLIPR1 GNG12 GPC3 GPRC5C GPX3 GRINA GSN GYG1 H19 HKDC1 HLA-DRB5 HMGA2 HNF1B HNF4A HS3ST1 HTRA1 ID2 IGF2 IGFBP4 IRS2 KLB LAMA1 LGALS2 LGMN LMBRD1 LMO7 LOXL2 LPAR3 LXN LY6S METTL27 MOGAT2 MORC4 MTTP MYL3 MYO5B MYO6 MYO7A NAGA NEU1 NRK OCLN P2RX4 P4HA1 P4HA2 PARM1 PARVA PCBD1 PCDH1 PDGFRA PDIA5 PEG3 PGA5 PHLDA1 PLA2G12B PLXNB2 PODXL PRICKLE1 PRSS12 PRSS8 PRXL2A PTH1R PTPN21 RAB11FIP5 RAB33B RAB6B RAMP2 RBP4 RETREG1 RGL3 RHOU RNF128 RNF130 S100A1 S100G SEL1L3 SELENON SELENOP SERPINE2 SESN3 SGCE SHROOM3 SLC22A23 SLC39A8 SLC40A1 SLCO2A1 SNAI1 SOAT2 SOX17 SPINK1 SPOCK1 SPP2 SRGN TAX1BP3 TCN2 TDRD7 TEX101 TEX264 TFEC TFF3 TGFBR3 TMED3 TMPRSS2 TNFRSF12A TNNT1 TPCN1 TTR TUFT1 UNC5B VAMP8 VIL1 WLS ZDHHC9 ZFPM1 ESC_V6.5_UP_EARLY.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ESC_V6.5_UP_EARLY.V1_DN ABCA2 ABCA7 ACTA1 ADAM21 AEBP1 AHNAK ALCAM ALX3 ANXA1 ANXA2 ANXA3 ANXA5 APP AQP3 AXL B2M B4GALT7 BAG5 BCAN BCL3 BGN BHLHE40 BMP4 BTNL10P C16orf74 C16orf89 C3orf70 CACNA1E CADPS CALD1 CALML4 CAMK4 CAPN2 CARD14 CAV1 CAVIN1 CAVIN2 CCDC34 CCDC80 CCN1 CCN2 CD37 CD44 CDC42EP1 CFB CIZ1 CMTM7 COL11A1 COL16A1 COL1A1 COL1A2 COL3A1 COL4A1 COL4A2 CPE CRY2 CSRP1 DDHD1 DEGS2 DSP EMP1 ESRRA F2RL1 FAP FBLN2 FBXO28 FBXO6 FGF17 FGF2 FHL2 FZD5 GAP43 GASK1B GBP2 GBX2 GIMAP3P GJB3 GJB5 GPX2 GSN GSTP1 GYS1 HBEGF HES7 HTRA1 IGF2 IGFBP3 IGFBP7 INHBA INHBB JUNB KCNA1 KIF18A KIT KLF4 KLK10 KLK11 KRTAP13-2 LAMA1 LAMC2 LBP LOX LOXL1 LTBP3 LY6S MAPK13 MGP MOGAT2 MRAS MYO7B NAB2 NID1 NTN1 NUPR1 PARVA PBX1 PCOLCE PKD1L3 PLAU PLCL2 PMP22 PNRC2 PRCC PTGR3 RASSF8 S100A4 S100A6 SCARA3 SERPINE1 SERPINF1 SERPINF2 SFN SLC39A1 SLC41A3 SLC5A5 SLC8A3 SMARCD3 SNTG1 SOCS3 SP5 SPINK1 STARD8 SULT1E1 TAGLN TBXT TFEB TGFB1I1 TGM1 TIMP2 TM4SF1 TNC TNFRSF12A TRIM54 TSHZ2 TTYH2 TUBB6 UBD UTS2 VAC14 WSB1 YES1 ZBTB32 ZFP36L1 ESC_V6.5_UP_EARLY.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ESC_V6.5_UP_EARLY.V1_UP ABCC6 ACSS1 ADAM1B ADAMTSL4 AGER AIRE ANKRD2 AQP2 ARAP1 ARHGAP27 ARHGEF16 ARHGEF3 ARID3B ATP8B2 B4GALNT2 BBX BMP10 C9 CA4 CACNG3 CASTOR3P CCNK CELSR3 CEP131 CGNL1 CHD7 CLEC11A CORT CRAT CSNK1G1 CYP27A1 DACH1 DEPTOR DLC1 DLL3 DOC2A DRC1 ECE1 EFNB2 EGLN3 ENG ENPP2 ENTREP3 ERCC2 ETFBKMT F13A1 FBP1 FBXW12 FGF5 FOXQ1 GABRR2 GADD45G GATAD2B GDPD3 GPA33 GPD1 GPR153 GPRC5B GRM8 GSTT2 HDAC11 HES6 HIGD1C HIVEP3 HTRA2 IFNA2 IGSF8 IRX2 ITIH3 KCNC1 KIF21A KLC2 KLF13 LEF1 LIMD2 LIPF LPAR4 LRIG1 LTF MAGI3 MARCHF9 MAST3 MBD4 MBOAT1 MDFI MGA MLLT1 MYB NARF NCOA2 NME3 NRL OCLN ODAD1 OPRD1 OTUD7A OTX2 PARP6 PCP4 PCYT2 PDZK1 PHF21A PKDREJ PMFBP1 POU3F1 PRICKLE1 PRKACB PSMB9 PTK7 PTPN23 PURB RAI1 RASAL2 RNF123 RPRD2 RUNX1 RYR3 SASH1 SATB1 SCAP SELENOP SGTB SH3RF1 SIMC1 SLC16A3 SLC23A1 SLC29A4 SLC35G3 SLC5A11 SMPD2 SOX11 SP1 SPEF1 SPOCK2 SSX2IP STIM1 SUV39H2 SYT3 SYT8 SYTL2 TCEAL1 TERT TEX2 TEX9 TMCO4 TMEM121 TMEM158 TMEM186 TMEM42 TNFRSF1B TNRC6B TRIM43B TTPA VEGFB VPS39 WDFY3 WIPF1 WNT3A WT1 ZDHHC6 ZG16 ZMAT5 ZNF771 ZNF865 ZNG1A ZPBP ESC_V6.5_UP_LATE.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ESC_V6.5_UP_LATE.V1_DN ABCA2 ACACB ACOT8 ACTN3 ADA ANGPTL4 ANXA1 AOAH AP4M1 ARMC6 ATF1 AVPI1 BCL3 BDH1 BGN BID BIRC6 BNIPL BSCL2 C11orf24 C16orf74 C16orf89 C19orf48P CAAP1 CALML4 CAVIN1 CBR3 CBX7 CBY1 CD38 CHAC1 CLTB CRCP CRMP1 CTH DAPP1 DBR1 DCLRE1B DDX4 DDX51 DEDD2 DIMT1 DPPA2 DYRK3 E2F8 ECH1 EEF1AKMT1 EMP1 EPOP ERAS ESRRB ETV4 EXOSC1 FAM169A FASTKD2 FBLN2 FBXO15 FGF17 FOXD3 FTSJ3 FZD5 GADD45A GBX2 GDF3 GEMIN2 GGCT GIMAP3P GJB3 GJB5 GLI1 GLI2 GPA33 GPATCH4 GPX2 GYS1 HADHB HES7 HMCES ICAM1 INHBA INHBB ITGB7 JAM2 KAT2B KAT6B KCNA1 KIF18A KLF4 KLK10 LCK LGALS3 LOX MANBA MDN1 MED29 MGP MORC1 MPC1 MRAS MSC MSRB2 MTG2 MYC NEFH NEFL NOL12 NOTUM NPHS1 NR0B1 NUPR1 OLIG2 PCOLCE PCOLCE2 PDE12 PDGFC PDSS1 PHB1 PLA2G1B PLEKHA4 PLK3 POLA1 PRADC1 PRCC PRX PSMA8 PTCD1 QTRT2 RASGRP2 RASIP1 RBM43 RIOK2 RPP25 RRP12 RRP9 S100A4 S100A6 SEMA4B SEPTIN1 SERPINE1 SFN SGK1 SLC27A2 SMPDL3B SOCS3 SPP1 SPRY4 SPTBN4 SULT4A1 TAF1C TASOR2 TCEA3 TCF15 TEX14 TEX19 TFEB TGM1 TIMP1 TLE4 TM4SF1 TMEM79 TRIB3 TRMT1L TTC39B TTYH2 TUBB3 UFM1 VAC14 WDR46 WDR75 ZBTB21 ZBTB32 ZBTB8A ZC3H8 ZCCHC10 ZFP1 ZFP42 ZFP57 ZMYM3 ZNF428 ZNF616 ESC_V6.5_UP_LATE.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ESC_V6.5_UP_LATE.V1_UP AFP AMOT ANKS1A APLNR APOA1 APOB APOC2 APOM APP ARF5 ARFGAP3 ARHGEF16 ARID3B ARMH4 BAIAP2L1 BBX BMP2 BPNT2 BVES CA4 CAPN6 CASTOR3P CCNG2 CD55 CDH2 CHST15 CITED1 CLDND1 CMTM8 COL2A1 COL4A1 COL4A2 CTDSPL CTSH CUBN CYBA CYP26A1 DAB2 DCXR DKK1 DPP4 EFNA1 EGLN3 EOMES EVX1 FAM107B FARP1 FBXL20 FGB FGF5 FGF8 FGFRL1 FOXA1 FOXA2 FOXQ1 FRAT2 FRZB FXYD2 FZD2 FZD8 G6PC3 GAS1 GATA4 GATA6 GATAD2B GPC3 GPRC5C GPX3 GRIK5 GRINA GSC GYG1 H1-0 H19 HEXA HEY1 HLA-H HNF1B HPN IER5 IGF2BP2 KDELR3 KIAA0930 KIF21A LCP1 LGMN LHX1 LIMD2 LMBRD1 LOXL2 LPIN2 MACROD1 MFAP2 MICU1 MOGAT2 MOSPD1 MSX2 MTTP MYL3 MYLIP MYO6 NAGLU NARF NDRG1 NENF NEPNP NRK NUDT11 OCLN OPN3 OTX2 P4HA1 P4HA2 PARM1 PCMTD2 PDLIM3 PDZRN3 PITX2 PJA2 PKDCC PLAGL1 PLOD2 PLXNB2 PODXL POSTN PRICKLE1 PRKACB PRSS12 PRSS8 PRXL2A PTH1R PTPN13 PURG RAI1 RAMP2 RASAL2 RBP4 RECK RETREG1 RGL3 RHOU RIPK4 RNF128 RNF130 S100G SAMD8 SATB1 SCCPDH SEL1L3 SELENON SELENOP SGCE SH3RF1 SIL1 SIX5 SLC22A23 SLC27A3 SLC39A8 SLIT3 SMIM14 SMPD2 SOAT2 SOX17 SPOCK2 SPP2 SRGN STX2 STX7 TCN2 TMEM98 TMPRSS2 TNNC1 TNNT2 TRAPPC6A TRIM43B TSPAN7 TTR UNC5B VAMP8 VEGFB VIL1 WLS ZDHHC9 ZFPM1 GCNP_SHH_UP_EARLY.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCNP_SHH_UP_EARLY.V1_DN ACSS1 ADAM7 ADCY9 AGTR2 AKR1C4 AMOTL2 ANKRD44 ASPH BPIFB1 BTC BTD C4BPA CALCR CAMLG CBFA2T3 CBX1 CCL2 CCL27 CCR2 CCRL2 CD38 CDK5 CDK5RAP3 CFB CITED2 CNGA2 CNN1 CPT1A CRABP2 CRYBG1 CRYGS CYBA CYP27B1 DBP DCAF8 DDB1 DDX3Y DEFA1 DLK1 DPPA4 EEPD1 EGR1 ELMOD3 EMP1 EOMES ERO1B ETS1 FAM241A FOXA1 FRMD5 GABRA1 GABRD GAPDHS GBP7 GCSAM GDF3 GLB1L GNA14 GPR19 GRIN1 GUSB H2BC21 HAS2 HES1 HOXB3 HOXB9 HTR1A HTRA3 ID2 IER2 IFNG IL1R1 IRF3 ITGA4 JAM3 JPH3 KIAA1217 LAMB3 LAT2 LCLAT1 LCP1 LGALS9 LIN9 LRRC23 LRRC57 LSR LTBP3 LYST MAF MAN2B1 MAP2K1 MAP3K12 MAP4K4 MERTK MGP MIIP MIPOL1 MST1R MX2 MYO5B MYRF NLRX1 NOTCH1 NPPB NR4A2 NR5A2 NR6A1 NSUN3 NUB1 PCBD2 PCP2 PDE1B PEPD PEX7 PHLDB2 PIGT PITX2 PLA2G10 PLA2G4A PLK2 POLD4 POPDC3 PPFIBP2 PPP2R3C PPY PTGER3 RABAC1 RAG2 RAMP1 RRAGD RSPO2 S100A9 SETDB1 SEZ6 SH3BGR SIM1 SIX4 SLC22A6 SLC43A3 SLC6A4 SLC7A3 SMYD5 SOX18 SRRM2 STS TAF15 TASOR TERF2IP TIRAP TM2D1 TM4SF1 TMEM160 TMEM176A TMPO TXLNG UBTF UIMC1 UPK3B URI1 UROS VAV1 VPS54 WIPF1 WWC2 XIAP ZNF436 ZNF518B GCNP_SHH_UP_EARLY.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCNP_SHH_UP_EARLY.V1_UP ABCB10 ADAMTS1 ADCY6 AFF4 ANKRD13C ANLN ARHGAP8 ARHGEF1 ARL5A ATF1 ATL2 AURKA AURKB AZIN1 BCKDHA BEX4 CCNJ CD276 CD2BP2 CD55 CDC23 CHEK1 CKS2 CLCN6 CLIP4 CNOT2 COX7B CR2 CSF1 CXorf38 CYP2C19 DARS1 DCAF1 DCPS DHFR DHODH DIO1 DNAJC3 DOLPP1 E2F3 E2F8 ELOVL2 EPB41L4B FAM220A FBXO45 FCGRT FEN1 FIP1L1 FNBP4 FNTB FOSL1 FOXK1 FTSJ3 GGPS1 GNL3 GPATCH2 GTF2H1 HDGFL1 HLA-H HMGCL ICAM5 IGHV3-66 INTS7 IRF5 IRF6 JMJD8 KBTBD7 KCNJ4 KIAA2013 KIF1A KIF1B KIF4A KIFC1 KRT26 KRTAP6-3 LARP7 LATS1 LBR LOXL2 LUC7L2 LUC7L3 MAN1A1 MAPK14 MATR3 MBL2 MBTD1 MCM10 MCM5 MCM6 MLLT10 MPDZ MRE11 MRPL50 MRPL9 MSH6 MT4 MTA1 MYB MYT1L NABP1 NAP1L1 NCAM2 NEK9 NR0B1 NTHL1 NUP107 NVL OVGP1 OXNAD1 OXSM PARG PDS5B PHTF2 PLCG2 POLA2 PPP1CB PRC1 PRMT9 PUM2 RBBP6 RBM39 RC3H2 REG1A RETN RGCC RHPN2 RIMKLB RLIM RNF103 RPL39L RRM1 RUNX1T1 RYK SDC3 SEC62 SEH1L SGO1 SHC1 SHE SLC23A2 SLC27A1 SLC35E1 SMC2 SNAPC2 SNORD22 SOX10 SPDL1 SRSF1 SRSF10 STAG2 STAT5A STRN3 STYX TBP TIA1 TINF2 TMEM250 TMPRSS2 TNNC2 TNPO1 TOP2A TOP2B TRAIP TSHB TYMS UBE2T UPF3B UQCC1 VHL VPS4B WFDC21P XPO1 ZNF708 ZZZ3 GCNP_SHH_UP_LATE.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCNP_SHH_UP_LATE.V1_DN ACOT1 ACTN4 ACVR1 ADAM7 ADCY9 ADH1A ADRB2 AGER AGTRAP AMOTL2 ANKRD33B ANXA7 ARAF ARG1 ARID3A ART5 ATAD3A AXIN1 B3GAT3 BCL2L2 CCDC71L CD276 CD52 CDCP1 CDHR5 CLCN6 CLRN3 CNGA2 CNN1 CNN2 COX6A2 CSF2RBP1 CX3CL1 DDA1 DHODH DHRSX DLG4 DLX5 DOK1 DPPA5 DSCR8 EBI3 EDN1 EEPD1 EIF4ENIF1 EIF6 ENPP1 EPB41L4B EPHA3 EPHB6 ESRP1 EYA1 F8A1 FAHD1 FAM111A FCGRT FMO1 FOXD3 FRRS1 FZD9 GCM2 GJB6 GLA GNPTAB GP1BA GPR3 GRB7 GRIN2C H2AJ HSPG2 HTR3A HYOU1 IKBKG IL4R IRF9 ITGA7 ITGAE KANK3 KLK6 KLK8 KPNA1 LAMC2 LGALS2 LGALS4 LORICRIN LSR LTA LTC4S LYSMD1 MAN2B1 MAP3K2 MDFI MED12 MEF2A MIIP MLLT1 MRPL3 MUC3A MYORG NACC2 NBEAL2 NCOA6 NCOA7 NDUFA10 NECAP2 NMI NPTN NRP2 NTHL1 NUDT1 OGG1 PAK4 PARP8 PDCD7 PDZK1IP1 PEMT PIP5K1A PITPNM1 PITX3 PLD2 POLD4 PPFIA4 PPM1M PSMB8 PTGER4 PTH1R PTPN18 PTPRJ PTPRU PUS1 RAB34 RBBP6 RBKS REX1BD RHD RMDN3 S100A11 S100A13 S1PR1 SAT1 SELL SERPINF1 SH3BGRL2 SLC11A1 SLC19A1 SLC25A45 SLC25A47 SLC2A1 SLC30A3 SNX21 SOX18 SSBP4 STX1A STX2 STX3 TBC1D1 TCEA2 TGFB3 TMEM214 TNNC1 TNNC2 TTC23 TUBA4B UBE2V2 UBE3C VEGFC VIPR2 VNN1 VSNL1 WIPI2 WLS WNK2 WWC1 ZC3H12C ZDHHC5 ZFYVE19 ZIK1 ZNHIT2 GCNP_SHH_UP_LATE.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCNP_SHH_UP_LATE.V1_UP AARD ABCE1 ARIH1 ARL5A ASB3 ATAD2B AURKA AURKB BOK C1orf174 CASD1 CASP4 CCND2 CCR2 CD5 CD6 CD80 CDC25A CDC25C CDCA7 CDK1 CFDP1 CHEK1 CHP1 CKS2 CLCN5 CLIC4 CLIP4 COIL COPB1 COX7B CREM CUL4A CYP4B1 DCAF1 DDX39A DDX3X DES DIDO1 DLGAP5 DNM1L E2F8 EIF2A EIF3A ELAVL2 ELOVL2 FANCC FANCM FBXO11 FMR1NB FOXA1 FRMD6 FTSJ3 GALNT3 GART GBP2 GFM2 GNL3 HIGD1A HNF1A HNRNPA3P1 HNRNPU HSPB2 IDH2 IGF2 INCENP IVNS1ABP KIF2C KIFC1 KRTAP6-3 LARP7 LBR LEFTY1 LIG1 LLGL2 LOXL2 LRRC23 LUC7L3 MAGOH MAP3K7 MATR3 MBD2 MCM10 MCM4 MCM5 MCM6 MDN1 METAP1 MIOS MIS18BP1 MOB1A MPHOSPH10 MRPL18 MRTO4 MUC1 MYB NAA15 NAA30 NECTIN2 NKX2-2 NOP56 NPAS1 NPM1 NPTX1 NR5A2 NTMT1 NUSAP1 NXF1 P2RY2 PAN2 PBDC1 PCNT PCSK2 PFDN6 PHTF2 PIK3CA PLEKHA7 PLK2 POLA2 POLRMT PRC1 PSMC3IP PSME4 PTCD3 PTPRC PTPRCAP RAG2 RLIM RRM1 RRM2 RYK SACM1L SARDH SDC2 SERPINB9 SFRP1 SGO1 SINHCAF SIX4 SLC12A1 SLC23A2 SLC29A1 SLC7A6 SLTM SMC2 SMC4 SMIM11 SMIM20 SOCS2 SPATA5 SPOP SQOR SRSF1 SRSF10 SSX2IP STRN3 SYT4 TARDBP TEAD3 THOP1 TIMM8A TK1 TM9SF3 TMOD3 TNFSF10 TNFSF11 TOP2A TOP2B TRIP13 UFD1 UNG USP39 VCAN VPS4B XPO1 YTHDF3 YWHAE ZFX ZKSCAN1 ZMYM6 ZNF638 GLI1_UP.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GLI1_UP.V1_DN ACSL6 BTBD16 CACUL1 CCNL2 CD2AP ESYT1 FOLR1 GTDC1 OPN3 PPIL1 RNF10 RUNX1 SEPTIN9 SLC22A1 SPECC1 YIPF1 ZMYND11 GLI1_UP.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GLI1_UP.V1_UP BMERB1 C7orf50 CCND2 FEM1A IFT74 IGFBP6 JCHAIN LMO7 M6PR NPHP1 PLPP6 PPT2 PRKD3 PTH1R SAR1A SGTA STAU1 TMOD3 TRIM23 TXNDC12 WEE1 YBX1 ZBTB16 ZC3H18 HINATA_NFKB_IMMU_INF https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HINATA_NFKB_IMMU_INF CD83 CXCL2 CXCL3 CXCL6 CXCL8 ICAM1 IL1B IL6 IRF1 NFKB1 NFKBIA OLR1 PTX3 RELA TNFAIP2 HINATA_NFKB_MATRIX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HINATA_NFKB_MATRIX ARHGDIA CD9 FN1 KRT7 LINC01191 MMP1 MMP14 RAC1 RND3 SERPINB2 SERPINE1 HOXA9_DN.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOXA9_DN.V1_DN ACP3 ADM AGO2 AIDA ALDH1A3 ALDH5A1 ALDOC ALKBH1 ALOX12 APOBEC3B ARHGAP11A ARRB1 ATAD2 ATF5 BCAT1 BFAR BHLHE40 BRCA2 C1orf112 CBS CCNK CD300A CDC45 CDC6 CDT1 CEP55 CIDEB COCH COL9A3 CPNE3 CRIP1 CSRP3 CST7 CYP51A1 DCTN4 DHCR7 DLX5 DUSP7 E2F8 ECH1 EEF1AKMT3 EGR1 ELOVL6 EPB41L2 EPS8 ERG28 ERO1A EXOC1 EXOSC5 FADS1 FADS2 FANCG FANCI FANCL FCGR2A FCGR2B FCGR2C FKBP5 FZD6 GABRA4 GADD45GIP1 GINS1 GINS3 GINS4 GK3 GMCL1 GNA13 GPATCH2L GPM6B GRB10 H1-10 H1-4 H3C2 HACD1 HELLS HHEX HILPDA HMGCR HMGCS1 HMGN5 HOXA5 HOXA9 HSPA6 IGFBP2 INAVA ITGA4 ITGB5 KCTD15 KCTD20 KLHL7 LMAN1 LPCAT3 LRRC37A4P LSS MACROD1 MCM10 MCM3AP-AS1 MEIS1 MEN1 METTL16 MEX3D MFAP4 MICB MPI MSMO1 MT1G MVD MYO1B NCAPD2 NDC1 NELFCD NELFE NET1 NFATC3 NME4 NOTCH2 NPR3 NPTX2 NPY NRGN NUTF2 ORC1 PARVB PDK1 PER2 PFAS PHLPP1 PLAGL1 PLK4 POLR1G PRIM2 PSIP1 PTER RAB33A RB1 RBM38 RFWD3 RGS1 RGS16 RHOBTB3 RNASEH2A RNF144A SAR1A SAV1 SCAMP4 SERINC5 SHMT1 SLC1A5 SLC25A1 SLC29A1 SLC29A2 SLC2A3 SLC2A5 SLC38A1 SLC7A2 SLITRK5 SMAGP SNAPC3 SOX18 SP1 SPON2 SPP1 SPRY2 SQLE SREBF1 SSR3 STAG3L1 STAM SV2A TAF4B TBC1D30 TBL1XR1 TBXA2R TES TEX15 TEX264 TIPIN TMCO6 TMEM106C TMEM45A TOMM34 TRIB3 TRMT2B TSC22D3 UBE2E3 VEGFB WBP2 XK ZIC1 ZNF395 HOXA9_DN.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOXA9_DN.V1_UP ACTA2 ACYP2 ADA2 ADAM9 AGTPBP1 AKIRIN1 ANKRA2 ANKRD46 ARHGAP26 ARHGEF3 ARL4C ASCC3 ATXN1 BAX BLTP3B BST1 CARD9 CCNA1 CCR2 CD209 CD84 CD86 CDK2AP1 CDK8 CHI3L1 CHUK CLK4 COL6A3 COQ10B CRISPLD2 CRY1 CSNK1G3 CSPG4 CTSL CXCL8 CXCR2 CYFIP2 CYLD CYP1B1 CYTIP DHX29 DICER1 DYNLT3 ENTPD4 ERLIN2 FAM98A FAS FBXL5 FCER1G FCER2 FCGRT FDXR FGL2 FNDC3A FNDC3B FOS FRAT1 FRY FUCA1 FYN FZD2 GADD45A GALC GALNT7 GAS7 GDF15 GLIPR1 GNS GPR137B GPR18 GPR183 H2AC6 H2BC12 H2BC12L H2BC5 H2BC9 HDAC4 HLA-DMA HLA-DRA HPSE ICAM3 IER5 IFFO1 IFI16 IFI30 IFT57 IFT74 IL10RA IL13RA1 IPCEF1 ISG15 JAK2 KIAA0232 KIFBP KLF4 KMT5B LPAR6 LY96 LYSET MAP4K4 MARCHF2 MCUB MNDA MPO MS4A3 MS4A4A MS4A6A MSRB1 MYOF NAGK NCF2 NDFIP1 NGRN NOD2 NUP58 OAT OSTM1 OTULINL PAQR3 PARP12 PECAM1 PHTF2 PIK3R3 PLAA PLK2 PTGER4 PTPRE RABAC1 RBM47 RCBTB1 RCBTB2 RNF11 RNF130 ROGDI RPS6KC1 S100A8 S100A9 SAMHD1 SAR1B SCHIP1 SCPEP1 SERPINB8 SESN1 SGK3 SHTN1 SLC22A18 SLC22A4 SLC26A2 SLC30A1 SLC35D2 SLC39A6 SLC46A3 SNX10 SORL1 SRD5A1 ST3GAL6 STK39 STX12 TAX1BP3 TDRD7 TFEC TGM5 THBD THBS4 THEMIS2 TICAM1 TIGAR TNFRSF10B TOB1 TP53I3 TP53TG1 TPK1 TRIM22 TRPM4 TSEN34 TSPOAP1 TWF1 TYMP TYROBP UBE2W UGGT2 USP15 VASH1 VCAN XPC ZCCHC2 ZFYVE16 ZMAT3 ZNF107 ZNF271P ZNF277 ZNF394 IL15_UP.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IL15_UP.V1_DN ABCD2 ACTN2 ADAM12 ADAM29 ADAMTS2 ADGRL4 ADRA1B AFDN-DT AKAP5 AMELY APOBEC1 ARHGEF10 ARL4C ASPHD1 ATP10B ATP6V0A4 ATP8A1 BCL2L10 BEST2 BICDL1 BRME1 C14orf132 CACNA1E CACNG3 CCNG2 CCR2 CD177 CD72 CDKN1C CEACAM7 CFAP44 CHIT1 CLDN11 CLEC2B CLGN CNTN1 CNTNAP3B CRHBP CRYGB CST2 CUX2 CYB5R2 DACT1 DEPTOR DNAI2 DOCK3 DOK3 DTNB EBF2 EFNA1 ENSG00000291006 ENTPD5 EPS8 ERC2 ETV2 EVI2A EYA1 FAM124B FASLG FLG FRMD1 FSTL3 FUT2 FZD2 GALR3 GDNF GEM GFI1B GLRA2 GNAT2 GOLPH3L GPC4 GPR35 GPRASP3 GPX2 GUCY1B2 H3C12 HBP1 HOXD13 HTR2B HYAL4 ID2B IGLV2-14 IL22RA1 IL4 IRAG2 JCAD KCNC4 KCND1 KCNIP2 KCNQ1 KCNS1 KIZ KLHL35 KRT2 LGALS4 LGR4 LINC01558 LIPF LRP2BP LRRC37A LYVE1 MAP2K6 MEOX1 MFSD13A MISP MMP19 MTARC1 MTARC2 MYH7B MYLK NKX2-5 NPY5R OR2F2 OR7A17 OSR2 PARP11 PBXIP1 PCDHB3 PDCD4 PGLYRP4 PIK3IP1 PLCL1 PNRC1 POU1F1 PRDM11 PRDM14 PRKG1 PROM1 PRSS16 PTGDS RAB6B RASL12 RETN RHOBTB1 RIN2 RLN2 RNASE2 RPL3L S100A3 SCN3A SEC14L2 SELP SEMA6D SEPTIN10 SERPINA5 SESN1 SIGLEC15 SLC17A1 SLC25A31 SLC26A3 SLN SLPI SNAI2 SNRPN SOX15 SPAG4 SPATA1 SYT1 TAAR2 TANC2 TAS2R1 TAS2R9 TASL TBC1D2 TCEAL4 TCN1 TG TGFB1I1 TGM3 TMEM35A TMPRSS11D TNFAIP2 TNFRSF11A TNS3 TOM1 TRPM6 TSC22D3 TSPAN32 TXNIP VWA7 VWF WNT4 ZBTB44 ZNF571 IL15_UP.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IL15_UP.V1_UP ACVRL1 ADAM19 AHR AIM2 AK4P3 AMD1 ANKRD36BP2 AP3M2 APLP1 APOBR ATOSB BMP2 C19orf73 C9 CALML4 CALML5 CAPN10 CCDC85B CCL21 CCL4 CCNE1 CD69 CDC25A CDH3 CENPT CISH CLSTN3 CNNM4 CPA4 CXCL12 CYP7A1 DGKG DHRS3 DLX2 DUSP2 DUSP4 DUSP6 ECM1 EGR1 EGR2 EGR3 ELMO3 ETV4 FAM215A FAM3C FLT3LG FOS FOSL1 FOXP3 FUT5 FZD5 GADD45B GPT HABP2 HEG1 HK2 HOXC8 HRH3 HS3ST1 HS3ST3B1 HSD17B14 IL10 IL13 IL18RAP IL1A IL5 INHBB IRF2BP1 IRS1 JUNB KANK3 KCNJ2 KCNJ9 KCTD12 KHDRBS3 KIF1C KIF21B KRT13 L1TD1 LGALSL LIF LILRB4 LIME1 LLGL2 LRP8 LSP1 LTC4S LYL1 MAF MAFF MAFK MED26 MFSD12 NEUROD4 NOP2 NOX4 NR2F2 NUDT13 OR7C1 OR7E47P OSM PAK6 PALS2 PAX1 PDE4A PER2 PIM1 PIM2 PLAC4 PLEC PLXNA3 PMM2 PNMT PNO1 POLR1G POLR3G PPP4R3B PRM1 PRSS2 PSG4 PTCH1 PTGER3 PTH1R PTPN7 PUS1 PUS7 PYCR3 RAB11FIP1 RAB40A REEP2 REST RGCC RGS16 RGS3 RHOB RNF144A RPL10P17 RPP25 S100A1 SH2D4A SHROOM2 SLAMF1 SLAMF7 SLC1A5 SLC29A2 SLC66A1 SLC7A5 SLCO1A2 SLCO4A1 SNHG17 SOCS1 SOCS2 SPAG11A SPINT1 SPOCK1 SPP1 SPRY2 TET3 TIMM50 TLCD3A TLR3 TMEM158 TMEM209 TMPRSS6 TNFAIP8 TNFRSF12A TNFRSF21 TNFRSF4 TNFRSF9 TNFSF11 TPST2 TRIB1 TRMU TWNK URB2 USP36 UTP3 VDR VPS50 YRDC ZBBX ZBTB32 ZBTB48 ZBTB7A ZNF205 ZNF215 ZNF276 ZNF343 ZNF614 IL21_UP.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IL21_UP.V1_DN A1CF A4GNT ACHE ACVR2A ADAM28 ADAM7 ADGB ADGRL4 ADRA1B ADTRP AIRE AP3B2 ASPHD1 BCL2L10 BEST2 BICDL1 BTBD3 CACNA2D3 CCK CCL16 CCL24 CD177 CD40LG CD72 CEL CEP41 CFAP74 CHFR CHGB CIDEA CLDN10 CLEC7A CMKLR1 CNTN2 CNTNAP3B CORO2A CRYGB CUX2 CYP3A5 CYP46A1 DGCR5 DGKQ DIRAS2 DMRT1 DNAH7 DOC2A ECHDC3 EFNA5 EPS8 F11 F13B FAM124B FES FGB FGF16 FGF6 FRMD4A GCNT4 GDNF GJB3 GPC3 GPC4 GPR20 GPX2 GSR GUCA1B GUCY1B2 H2AC15 HAL HBD HKDC1 HOXB8 HTR3B HYAL3 ID2B IFNG IGLV2-14 IL12A IL19 ITGA2 ITGA6 JCAD KCNC4 KCNS1 KDR KLHDC8A KRT32 KRT85 LAD1 LATS1 LCN2 LDOC1 LMOD1 LPA LRCH1 LRP2BP LRP3 LRP5L MAB21L1 MEOX2 MIR600HG MISP MPDZ MTNR1A MYLK NACAD NAT8B NDP NEFL NPY5R NRXN1 NTF3 NUDT7 OR1A1 OR1F1 OR2F2 OSGIN1 PACRG PARM1 PCDH9 PCDHB3 PCOTH PCP4 PDE1C PDE3A PDE6B PDHA2 PHKG1 PLCB4 PLEK PLPPR4 PNMA3 POU1F1 POU5F1P4 PPP1R3A PRB3 PRKG1 PRKG2 PROX1 PRR5L PRSS16 PTGDS RALGPS2 RAMP3 RHOD RIN2 SCAND2P SCN7A SEC14L2 SLC16A2 SLC17A1 SLC17A4 SLC17A5 SLC22A7 SLC25A31 SLC8B1 SOX3 SP4 SPTBN4 TAAR2 TAS2R1 TAS2R9 TESMIN TFAP2B TG THEG TIMP3 TINAGL1 TLR5 TNNI3 TNP1 TREM1 TSPAN7 USP18 USP27X USP9Y VWA7 WNT4 ZKSCAN7 ZNF155 ZNF286A ZNF324B ZNF358 ZNF446 ZNF550 ZNF629 IL21_UP.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IL21_UP.V1_UP AATK ABCA6 ABCB11 ABCC8 AGAP2 AGMAT AIM2 ALDH4A1 AMN ANKRD7 ANXA2P1 ARG1 ARHGAP22 ARHGAP32 BAIAP3 BCL6 BET1L BMP10 BMS1P20 BOK C1orf159 C6 CAPN10 CBL CCKAR CD6 CD79B CDH3 CDH5 CFD CHI3L1 CLDN6 CLDN7 CLSTN3 CNNM4 COL15A1 CPA4 CT62 CTSG CXCL12 CYP27A1 DGKG DIRAS3 DLX6 DNAI7 DNASE1L2 DPYSL4 DYRK1B ECM1 EGR2 EHF ELOVL4 EVX1 FA2H FAM107A FAT2 FOSB FOXD2 FUZ GABRB3 GDF9 GIPR GNAL GPR176 GPR85 GRIA4 GRIN2A GUCY1B1 H1-4 HABP4 HEG1 HOXB2 HTR4 IBSP IL18RAP IQCG ITIH4 KCNC3 KIF21B KIR2DL5A KLK11 KRT24 KRT6B LAG3 LAMP3 LEFTY1 LIF LILRB4 LIM2 LINC01711 LYL1 MAFK MARCHF2 MC3R MFSD12 MMP25 MPZ MUC1 MVD MYH15 MYH4 MYOZ1 MYOZ3 NDRG4 NKG7 NKX2-8 NMBR NOS2 NR1H3 NUDT11 OLFM1 OPRL1 OR6A2 OXNAD1 P2RY14 P3H3 PAIP2B PAQR6 PAX1 PCDHA5 PCDHB1 PCDHB13 PCSK7 PIM1 PIM2 PLA2G7 PLPP2 POU4F2 PRR4 PRSS2 PRSS50 PTH1R PTPRN PTPRO PTX3 PUS7L PYGM RDH5 RGCC ROR2 RPP25 RSAD2 S100A1 SCN8A SCN9A SCNN1A SEMA7A SERPINC1 SLC12A8 SLC28A2 SLC29A2 SLC49A3 SLC7A5 SLCO1A2 SLCO5A1 SMPX SPARCL1 SPART SPINT1 SPP1 SPRY4 SST ST6GALNAC2 ST8SIA3 TAS2R16 TBC1D19 TEAD3 TEX13A TF TLR3 TLR6 TPBG TPST2 TRMT44 TRMU TSHR UGT8 USP2 VDR VSNL1 XPNPEP2 ZC3H12A ZIC4 ZNF345 ZNF749 ZNF76 IL2_UP.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IL2_UP.V1_DN A1CF A4GNT ABCD2 ACP3 ADAM2 AFDN-DT AGBL2 AIRE ALG12 AMELY APOBEC1 ARHGAP6 ARL4C ARNT2 ASPHD1 ATP2C2 BICDL1 BTN3A1 BTN3A3 CACNA1E CACNG3 CAMK1G CBLN1 CCDC81 CCNG2 CCNP CD160 CD34 CD72 CDKN1C CEL CFAP44 CHGB CHRNB4 CLCA1 CLDN16 CLEC2B CNR2 COLQ CRYBG2 CST1 CUX2 CXCR2 CYP46A1 DEPTOR DLEC1 EFNA4 EHHADH ERC2 EVI2A EYA1 F13B FAM110B FAM124B FCGR2A FLT3 FUT9 FZD2 FZD3 GALR3 GDF5 GOLPH3L GPRC5D GPX2 GUCY1A2 H2AC11 H2AJ H3C3 HBP1 HDAC5 HHIPL2 HKDC1 HNRNPA3P1 HOXA5 HSF2BP HTR2B IL18 IL25 INHA ISL1 JCAD JCHAIN KANSL1L KCNS1 KDM5D KIAA0319L KLHDC8A LINC00472 LINC00928 LINC01558 LIPF LRP2BP LRRC37A MAB21L2 MACROH2A2 MAGI2 MAP2K6 MEOX1 METTL7A MISP MMP7 MOGAT2 MTARC1 MTARC2 MYCT1 MYLK NACAD NAP1L2 NDOR1 NKX3-2 NR1I2 NUAK1 NXF2 ODAM P2RY4 PAK3 PBX1 PBXIP1 PCSK5 PDCD4 PDE1C PDE6B PIK3R3 PLA2G4C PLCD1 PLCH1 PLCL1 PLEK PNRC1 POU2AF1 PPP2R5C PRKG1 PROM1 PRSS16 RABEP2 RASGRP3 RASL12 REC114 RGS2 RHOBTB1 RIGI RIN2 RNASE2 RORB RPL3L SARNP SCGB2A2 SCHIP1 SCN3A SDCCAG8 SEC14L2 SEMA6D SESN1 SLA SLC17A5 SLC24A1 SLN SNAI2 SNPH SPATA1 SSTR5 SULT1B1 SYT1 TAGLN3 TANC2 TASL TCEAL4 TEK TG TGM3 THAP10 TMEM140 TMEM19 TNFAIP2 TNNT3 TNS3 TRIB2 TRPM1 TSPAN7 TTC23 TXNIP UNC93B1 UTY VILL WSCD2 ZNF230 ZNF362 ZNF408 ZNF446 ZNF571 ZNF629 ZNF695 ZSCAN16 IL2_UP.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IL2_UP.V1_UP AATK ABTB2 ADAM19 AHR AIM2 AK4P3 ALDH4A1 AMIGO2 ANXA2P1 AP3M2 ASCL3 ASPA ATG101 BMP2 BMS1P20 BTC C11orf80 CALML4 CAPN10 CCDC85B CCN6 CCR4 CD52 CD69 CDC25A CDCP1 CDH3 CISH CLDN5 CNKSR2 CXCL12 CXCL3 DGKG DHRS3 DNAAF11 DUSP2 DUSP4 DUSP6 EGR1 EGR2 EGR3 EHD2 ELMO3 ESRP2 EVPL EVX1 F2RL2 FLT1 FLT3LG FOS FOSL1 FOSL2 FOXP3 FZD5 GABARAPL3 GABRB3 GADD45B GALNT8 GFAP GNRH2 GPT HABP4 HEG1 HK2 HOXA11 HTR4 IFNW1 IL10 IL13 IL18RAP IL1A IL5 INHBB INSR IQCG IRS1 ITGA9 JUNB KCNA3 KCNE5 KCNG1 KCNK5 KCTD12 KIF13A KIF1C KIF21B KIR2DL5A KLF6 KLRK1 LGALSL LIF LILRB4 LMO3 LRP8 MAFF MAGIX MEGF6 MFSD12 NCS1 NR2F2 OR10J1 OR6A2 OR7E47P OSM PAK6 PALS2 PDE4A PIM1 PIM2 PIP PLEC PLPP2 PLXNA3 PMM2 POLR1G POLR3G PPP4R4 PRAF2 PRKCD PRR7 PRSS50 PTCH1 PTH1R PTPN7 PUS1 PUS7 PYCR3 RAB11FIP1 RAC3 REST RGCC RGS16 RGS3 RHBDF2 RHOB RNF144A RNF20 RPA4 RPP25 RSPH6A SH2D4A SIGLEC9 SLAMF1 SLC1A5 SLC29A2 SLC2A3 SLC34A1 SLC66A1 SLC7A5 SLCO4A1 SNHG17 SOCS1 SOCS2 SPATA2L SPHK1 SPP1 SPRY2 STX11 TAS2R16 TBC1D9 TEX13A TLCD3A TLR3 TM4SF1 TM4SF5 TMEM158 TMPRSS6 TNFAIP8 TNFRSF12A TNFRSF1B TNFRSF21 TNFRSF4 TNFRSF9 TNFSF11 TNFSF14 TPBG TRIB1 TRMU TTTY1 TWNK URB2 USH2A USP36 VDR VSNL1 WDR62 YRDC ZBTB32 ZNF215 ZNF343 JAK2_DN.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JAK2_DN.V1_DN ABHD18 ADAMTSL4 ALDH8A1 AMT ANKRD36B ATM ATP8B1 C8orf44 CAPRIN2 CARF CCNL1 CDH3 CDRT4 CEP152 CEP295 CEP41 CEP97 CMC1 CMKLR2 COL26A1 CSAD CTTNBP2NL DAPP1 DBF4B DBH DCAF13 DGKE DIP2A DLL3 DMTF1 DOCK5 DPY19L2P2 DSCAM DYM ECM2 EEF1G EPM2AIP1 EREG ERO1B ETNPPL EXOC4 FAN1 FBXO22 FBXW12 FKBP11 FLCN GABBR1 GABRE GOLGA2P10 GOLGA8A GOLGA8B GRIK1 GRM3 GTF2H2B GUSBP1 HCG18 HERC2P3 HIBADH HOXA7 HYMAI IKZF2 ITGBL1 KIF13A KIRREL1 KMT2A LINC00115 LINC00937 LINC01278 LONRF1 LRRC37A LRRC37A2 MACF1 MAGIX MBTD1 MGAT5 MPDZ MROH7 MRPL20 MTMR11 MTRF1L MYBL1 MYO15B NAALAD2 NEAT1 NEUROD2 NOL12 NOTCH2NLA NPIPB4 NSMCE2 NSUN6 OXNAD1 OXTR PCDHB13 PEX3 PGAP1 PHC3 PLGLA PNISR POLR2J4 PVT1 RAX REPS1 RFX3 RUFY2 SCAF4 SCG5 SEC31B SGCE SIGLEC15 SIMC1P1 SLC15A2 SLC25A16 SLC27A3 SLC35E1 SLC4A5 SNHG3 SNRPN SOCS7 SPIB SRA1 STAG3L1 SUZ12P1 TAF9B TCL1B TDRD12 TENT2 TLE4 TMEM163 TMEM212 TMEM245 TNRC18 TRIM36 TRIM52 TXLNGY UCP1 VEZT VPS53 ZBTB44 ZBTB6 ZNF160 ZNF221 ZNF280D ZNF44 ZNF529 ZNF550 ZNF551 ZNF721 JAK2_DN.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JAK2_DN.V1_UP ABCB4 ACTA2 ADCYAP1R1 ADGRB1 AFF3 AGTR2 AKAP6 ALPL ANXA2P1 ANXA2P3 ASGR1 ASGR2 ATP8B3 ATRNL1 BMP2 C8A C9 CACNB4 CBX8 CCIN CCL21 CCND1 CCR2 CD8B CDH11 CDH5 CDKL2 CHST4 CIDEA CLCNKB CLDN7 CNKSR2 COL4A6 COL6A3 CPED1 CRCT1 CRYBA2 CSN1S1 CSPG4 CSTA CXCR1 CYP1B1 CYP2B7P DGKQ DLGAP1 DMD DMP1 DNAAF11 DOT1L DUOX1 EDDM3A EGR4 EPHA3 EPPK1 ESRRG FABP1 FAM205BP FBXO4 FGF20 FGG FKBP6 FLT3LG FN3K FOXD1 FOXE3 FRMPD1 GALK1 GFPT2 GH1 GJB3 GPR15 GPR37L1 GPR52 GPRASP3 GRID2 GRM4 GRM5 GRTP1 GZMH H1-3 H2BC3 HCRTR1 HOXD1 HOXD12 HPR HRH3 HSPA12A IL17A IL24 ILVBL IMPG2 INA JAM2 KCNIP4 KIR2DS2 KISS1 KITLG KLF13 KRT23 KRT85 KRTAP5-9 L1TD1 LAMA1 LARGE1 LBX1 LILRB5 LRIG1 MAGEA8 MATN4 MC5R MEOX1 METRN MYH13 MYO1A NACA2 NAV2 NDST3 NEK11 NELL2 NPC1L1 NPHS2 OR1A1 OR51E2 PAGE1 PCDHA9 PCDHB12 PCDHGA9 PDE10A PDZRN4 PHF14 PIPOX PLSCR2 PRDM12 PRLH PSG2 PTN PTPRO PTTG2 PXDC1 RAB17 RALYL RANGAP1 RBP3 RBP4 RBPJL SEMA5A SERPINB3 SERPINB4 SHH SIDT1 SLC22A17 SLC28A1 SLC8A1 SMAD5-AS1 SMIM2 SNCB SOX14 SOX17 SPAG11A SPN SPOUT1 SPRR1A SPRR2B SUV39H2 TAF7L TGM1 TLX1 TNFRSF10C TNP2 TPT1P8 TSPYL5 TUBA8 TYMP UTF1 WFDC8 WNT1 WNT3 XCL2 ZEB1 ZFHX4 ZNF236 ZNF821 ZSCAN2 JNK_DN.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JNK_DN.V1_DN ABCA4 ABHD2 ACVRL1 ADAM3A AGO2 ANKRD1 AOC1 APLP1 APOBEC3F AR ARHGAP4 ARR3 ASGR1 ATP2A3 BCL2L11 BCL9 BLM BTK CA5BP1 CABP1 CAPN11 CCL11 CDC42EP2 CDC45 CDKN3 CHD1L COL13A1 CRX CRYBA1 CRYM CTRC CYP1A1 DAAM2 DEFA3 DENND5A DEPP1 DSCR4 DUSP4 DUSP8 DYRK3 EFNA5 EPHB1 ERVW-1 ETS1 FABP6 FAM110B FAM131B FASLG FBP2 FER FLRT1 FXYD2 G0S2 GCGR GCNT1 GGCX GIT2 GJA4 GPR12 GPR171 GRIN2C HMGB3P30 HSD17B3 IDUA IL2RB INPPL1 INS IRF2BP1 IRF8 IRGC ITGA10 ITGB2 JPH3 KAT5 KCNA4 KCNJ8 KCNV2 KIF22 KIR3DL3 KLHL35 KMT2A KNTC1 KPNA3 KRT75 LINC00342 LINC00588 LRIG2 LRP8 LY86 MAFK MAP1B MAT1A MBNL2 MCAT MIA MMP2 MYL9 NAT8 NDRG2 NELL2 NFKBIL1 NMB NOVA1 NPR1 NPY1R NR2E1 NRGN NRP2 OPRK1 OR7A5 P2RX3 PACRG PAQR4 PCDH9 PCYT1B PDE6H PDGFB PFAS PIM2 PIP PLCB1 PLCD1 PLK1 PML POLD1 POP1 PTP4A3 PTPN18 QSOX1 RAB11FIP3 RAB40A RAB6B RARA RCAN2 RGS14 RGS16 RIMS1 RND1 SEMA3B SERPINF2 SERPING1 SGCG SHB SIPA1 SLC12A5 SLC14A2 SLC2A2 SLC49A3 SLC6A5 SMAD9 SMAP1 SMARCD3 SMYD2 SOGA1 SOX10 SPINK4 SPRY1 SRC SSX3 STEAP1 STK35 STON1 SV2B SVEP1 SYT17 TBKBP1 THY1 TM4SF4 TNIK TNS2 TRAF6 TRIM10 TRO TSPAN2 TTLL3 TTTY1 TULP1 TYMP UBE2C UBL4A VASP VEGFC WIPF1 XIST YPEL1 ZC2HC1A ZCCHC14 ZIC2 ZNF549 ZRSR2P1 JNK_DN.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JNK_DN.V1_UP ABCD1 ABL2 ACADL ACKR3 ADAM12 ADAMTS3 AGRP AGTPBP1 AGXT AKR1B10 AKR1C3 ALOX12B ANXA13 APBA1 ARL4A ARMC8 ARSF B3GALT5 BAG2 BIRC3 BMP7 BMX C1S C8G CACNA1H CACNB2 CBX4 CCL1 CCL15 CCL22 CCL4 CD37 CD83 CEACAM4 CGA CLCN4 CLDN18 CLIP3 CRACDL CRMP1 CTSZ CXCL11 CXCL8 DDIT3 DEFA4 DGCR5 DGKQ DRD1 ECM2 ECPAS EFHD1 ELN EPHA3 EPHA4 EPM2A EYA2 F11 FAM161A FOXA2 GABRP GABRR2 GCH1 GHRH GNAZ GPR31 GPR37L1 GPR45 GPX7 H1-4 H2AC15 H2AC17 H2BC15 HNF1B HOXA2 HOXA4 HOXC4 HR HSD3B1 HSPA12A HTR6 IFNA2 IGFBP3 IGLV6-57 IL10RA IL12RB1 IL13RA2 INPP5J KCND3 KCNJ5 KCNJ9 KCNN3 KCNS1 KDM5C KLK7 KRT34 KRT37 KRT9 LINC00667 MAN2A2 MAP7 MDM2 MED13 MICU2 MMP17 MPL MRAS MS4A1 MVD MYOM1 NID2 NLE1 NOX1 OR2B6 OR2J2 PAPSS2 PDE4B PDE6A PDK3 PECAM1 PHKG1 PIP4K2A PLAA PMCH PMEL PNOC PPFIA4 PPP1R8 PROZ PRR3 PRRG2 PTPN22 PTPRCAP RAB35 RAD17 RASSF2 RASSF8 RGL1 RIPOR2 RNF8 ROCK1 RRAD RUNX2 RUNX3 S1PR1 SCN2B SCNN1B SERPINB3 SHC3 SKAP1 SLC16A2 SLC22A5 SLC25A20 SLC25A24 SLC26A10P SLC34A1 SLC6A1 SLC7A7 SLCO2B1 SNAI2 SPICE1 STARD13 STC2 SYNE1 SZRD1 TACR1 TBX2 TDO2 TEK TET3 TFEC TGM1 TNFSF14 TNFSF4 TNNC1 TNNT2 TRIM24 TRIM31 TSN UGT2B15 UHRF2 UNG YAP1 ZFHX2 ZNF204P ZNF280B ZNF79 KRAS.300_UP.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRAS.300_UP.V1_DN ABCB1 ACKR3 ACTG2 AKR1B10 AMBN APBB3 APOB ATP6V1B1 BRDT BST2 C5AR2 CA5B CACNA1I CAMK1D CBL CCR8 CD40LG CDH16 CEACAM5 CGREF1 CHRM2 CIITA CLDN16 COBL COLEC10 CRABP2 CRYGD CSDC2 CTSW DENND1C DPT DPYS DSG3 DTNB DTX2 EDAR EDIL3 EPHB6 EPHX2 FGFR3 FMO6P FOXI1 GADD45G GBP1 GKN1 GRM2 HAAO HOXB8 HSPB8 HTR1B HTR1D HYAL4 IFI44L IFNA17 IGF2-AS KCNE1 KCNMB2 KCNQ3 KIF25 KRT1 KRT13 KRT16 KRT38 KRT4 LFNG LGALS7 LY6D MAGIX MAML3 MAP2K6 MTSS2 MUC5AC MX1 MX2 MXD3 MXRA8 MYL9 NCR3 NKX6-1 NOS1 NPC1L1 NR0B2 NTF3 OAS1 OLFML2A P2RX1 PCDHB1 PCYT1B PDE11A PDE6B PLBD1 PLEKHH3 PODNL1 PPFIA3 PROC PROP1 PSORS1C1 PTPRCAP PYHIN1 RASAL1 RPL10P17 RRAD RTP4 RUNDC3B RYR2 S100A7 SCGB1A1 SDS SERPINB13 SIDT1 SLC30A4 SLC3A1 SLC6A14 SLC6A3 SLC9A7 SOX11 SPRR1B SPRR3 SPTBN2 SYNPO TAGLN TAS2R4 TBC1D29P TEX15 TGM1 THRB TM4SF4 TMEM8B TNFRSF13B TNFSF10 TNNI3 TREM2 TRPM2 TTLL1 TUBAL3 UGT2B17 VILL WHRN YBX2 ZNF750 KRAS.300_UP.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRAS.300_UP.V1_UP A2M ADAM19 ADAM8 ANGPTL4 ANK3 ANO1 ANPEP APOBEC3G APOD ARHGAP24 ASIC4 ASTN1 ATP1A2 ATXN3L BEX1 CALB1 CD1A CDK5R1 CDR1 CEACAM1 CEACAM3 CEL CFAP69 CFHR2 CGA CHGA CHGB CLUL1 COL26A1 CRISP1 CSF3 CTNNA2 CXCL3 CXCL5 DBH DCBLD2 DDX6 DEFB4A DHRS9 DNAJA4 DNM3 DOCK4 DUSP6 DYNC1I1 EFCAB6 ERC2 ETV1 ETV4 ETV5 EVI2A FABP3 FGF9 FNDC8 G0S2 GABRA1 GABRA3 GBA3 GLDC GLRX GPR19 GPR4 GRIN2A H2BC17 HAS2 HEY1 HPN HSD11B1 HTR7 IL13RA2 IL1RL1 ITGA2 ITGB2 ITGBL1 KCNH2 KCNK10 KCNK7 KIAA1549L KIF5A KIF5C LILRA6 LINC01140 LMO3 LRCH1 MAP4K1 MAPK10 MCF2 MKRN3 MMP1 MMP11 NALF2 NAP1L2 NAV3 NME5 NOL4 NPY6R NRCAM OR2B6 PCDH8 PCP4 PDE2A PEG3 PPBP PRG3 PTX3 RBP4 RCAN2 RDH5 RELN RETN RNASE1 RRAGD RREB1 RTN1 SCG3 SCG5 SCN1B SCN2A SEMA3A SIGLEC15 SIMC1P1 SLC25A31 SLC6A15 SLCO5A1 SMPX SNAP25 SNAP91 SORL1 SPP1 SPRY2 ST3GAL6 STC1 SYT1 TAPT1 TERT TFDP3 TFPI TOX3 TRIB2 TRIM36 USH1C WNT7A ZNF528 ZP4 KRAS.50_UP.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRAS.50_UP.V1_DN ABCB1 ACKR3 ATP6V1B1 C5AR2 CCR8 CDH16 CGREF1 CRYGD EPHB6 EPHX2 GADD45G HTR1B HYAL4 IFI44L IGF2-AS KIF25 KRT13 KRT16 KRT38 KRT4 LY6D MX2 NCR3 NOS1 NTF3 OLFML2A PCDHB1 PLBD1 PPFIA3 PSORS1C1 PTPRCAP PYHIN1 RRAD S100A7 SCGB1A1 SDS SERPINB13 SLC6A14 SLC6A3 SOX11 SPRR1B SPRR3 TAS2R4 TGM1 THRB TRPM2 TUBAL3 KRAS.50_UP.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRAS.50_UP.V1_UP A2M ADAM8 ANGPTL4 CALB1 CD1A CDR1 CFHR2 CHGB CXCL5 DHRS9 DOCK4 DYNC1I1 ETV1 ETV5 FABP3 FGF9 G0S2 GLDC GLRX HEY1 HPN HSD11B1 HTR7 IL13RA2 IL1RL1 ITGA2 ITGB2 KIAA1549L KIF5C LILRA6 LMO3 MMP11 NALF2 NRCAM PCDH8 PEG3 PPBP RBP4 RELN RREB1 SCG3 SCG5 SIGLEC15 SNAP25 SNAP91 ST3GAL6 STC1 TERT KRAS.600.LUNG.BREAST_UP.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRAS.600.LUNG.BREAST_UP.V1_DN AAAS ACKR3 ADAMTS20 ADD2 ADGRE1 ADORA3 AKAP6 AKR1B10 ALDH5A1 ALG1L2 ALOX12B AMBN ANKRD1 APC2 APOB APOL3 ART1 ASIC1 ATP6V1B1 BBOX1 BDKRB1 BRDT BTN3A2 C11orf80 C17orf80 C19orf73 C22orf31 C5AR2 CA5B CACNA1I CACNA2D3 CALCB CALML3 CALML5 CCDC102B CCDC121 CD207 CD248 CD36 CD5 CD6 CDH12 CDH16 CHRM5 CIITA CKM CLCA2 CLDN16 CLDN8 CNTLN COBL COL19A1 COL2A1 COL5A2 COL5A3 CPB1 CRABP1 CRABP2 CREB3L1 CRYAB CXCL14 CXCR1 CYP21A2 CYP26B1 DAAM2 DEFB1 DENND1C DENND2D DGCR6L DLX6 DPT DPYS DTNB DTX2 DUSP21 DYRK1B ELMO1 EMID1 ENTPD5 ENTREP1 EPB41L4A EPHX2 EPHX3 ERAP2 FBXO24 FGF1 FGF21 FGFR3 FGGY FLT1 FMO6P FRAS1 FSCN2 GABRA4 GADD45G GALNT8 GAMT GAS1 GBP1 GBP2 GDNF GLS2 GLYAT GP1BA GP1BB GP6 GPRC5B GRIA1 H3C1 HBZ HCN2 HEPH HHLA1 HOXB3 HRK HTR1B HTR1D HTR1E IFI44L IFNA16 IFT140 IGF2-AS IGFBP2 IL12A IL12RB2 IL18R1 IL22 IL5 IL5RA IMPA2 INPP5D IQCG IVL KCNB1 KCNIP2 KCNMB1 KCNMB2 KIF25 KLF8 KLK12 KLRK1 KRT1 KRT13 KRT16 KRT20 KRT38 KRT4 LECT2 LGALS7 LGALS9 LILRP2 LINC00837 LY6D MAML3 MAP2K6 MAP3K1 MAST3 MEGF8 METTL7A MMP27 MMP28 MRPL41 MTHFR MXD3 MXRA8 MYH7 MYL9 MYOM1 MYOM2 NAALADL1 NCR3 NECTIN1 NEIL1 NEUROD1 NINJ1 NLGN4Y NOS1 NOX5 NPY4R NSUN6 NTF3 NYNRIN OLFML2A P2RX1 PAQR6 PARP3 PAX2 PBX1 PCDHB1 PCSK2 PDE3A PDE6B PGGHG PIK3C2B PLAAT4 PLAC8 PLBD1 PLXND1 POU4F2 PPFIA2 PPFIA3 PRDM12 PROC PRODH2 PROM1 PSORS1C1 PTENP1 PTGFR PTPRJ PTPRU PVALB PYHIN1 RAG1 RAMP3 RARRES2 RBM17 RIMS1 RPL13P5 RTP4 RUNDC3B RYR1 S100A12 S100A7 SAYSD1 SCARF1 SCGB1A1 SCN10A SCN7A SDS SELE SELENBP1 SERPINA10 SERPINB13 SERPINB3 SERPING1 SH3GL3 SIDT1 SLC12A3 SLC25A23 SLC30A3 SLC3A1 SLC6A3 SLC6A9 SNN SOBP SOX11 SPAG11A SPTBN2 STAG3L1 SYNDIG1 TAS2R4 TBC1D29P TBKBP1 TBR1 TEX15 TGM1 THAP9 THBS3 THNSL2 TM4SF4 TMEM8B TNFSF10 TNNI3 TRIM48 TRIM58 TRIM9 TRMT9B TRPM2 TSBP1 TSHB TTLL1 TYRP1 UGT2A3 UPK3B VAV3 VAX2 VPS50 WHRN YBX2 YPEL1 ZNF343 ZNF702P ZNF750 ZSCAN2 KRAS.600.LUNG.BREAST_UP.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRAS.600.LUNG.BREAST_UP.V1_UP A2M ADA2 ADAM19 ADAM8 ADAMTS6 ADGRA2 AKAP12 AKT2 ALPP AMELY ANGPTL4 ANO1 ANO2 ARG1 ARHGAP24 ATG10 ATP4A ATXN3L BIRC3 BMP2 BMP6 BRSK2 C1orf68 CACNG1 CALB1 CCDC181 CCL20 CCL22 CCR10 CCR6 CCT8L2 CD160 CD1A CD1B CD247 CD37 CDSN CEACAM3 CELA2B CFAP69 CFHR2 CHRNA2 CHST2 CLDN5 CLEC4A CLPS CLSTN2 CMKLR1 COL9A3 CRCT1 CSF2 CSF3 CTNNA2 CXCL1 CXCL2 CXCL3 CXCL5 CXCL8 CYP4F8 DCAF13 DCBLD2 DDIT3 DEFB4A DENND5B DHRS9 DNAH9 DOCK4 DYNC1I1 ESM1 ETS1 ETV4 EVI2A FAM120C FAM174B FBP1 FBXO4 FCRL2 FLT4 FNDC8 FOXL2 FRMD1 FUT5 G0S2 GABRA3 GBA3 GFAP GFI1 GLRX GNG11 GPR4 GPRC5D GRIN2A GRP GULP1 GYPC HAO2 HAS2 HBEGF HDAC9 HIC1 HOXD1 HOXD11 HPN HSD11B1 HSD17B2 HSD3B2 ID2 IFNA8 IGFBP3 IGHV3-48 IL13RA2 IL1B IL1R2 IL1RL1 IL23A IL24 IL36A IL37 IMPG1 INHBA ISG20 ITGA2 ITPKA KCNA5 KCNAB3 KCNC1 KCNC2 KCNH2 KCNJ14 KCNK15 KCNK7 KIAA1549L KIF24 KIF5A KIF5C KRT33B KRT34 L1TD1 LAG3 LAMC3 LAT2 LDB3 LGALS14 LHB LIF LILRA6 LPL LY96 LYL1 MACF1 MAGEA11 MAGEA6 MAPK10 MB MGLL MIA MKRN3 MMP1 MMP10 MMP15 MMP20 MMP9 MSMB MTMR8 MYF6 MYH2 MYOC NACC1 NALF2 NAV3 NCAM1 NDOR1 NELL2 NGF NMUR1 NPHS1 NPPB NR1H4 NRCAM NRL NTRK1 OGDHL OR2B6 OSBP2 OSGIN1 PDCD1LG2 PDE2A PIWIL1 PLA2G3 PLAC4 PLAUR PLVAP PLXNB3 POLM PPBP PPP1R14D PPP1R15A PRDM1 PRDM14 PRG3 PRL PRRX1 PRSS2 PRSS3 PRY PTGIS PTGS2 PTPRR PTTG2 RBMXL2 RBP4 RDH5 RELN RETN RMST RNASE1 RPS4Y1 RREB1 S100A5 SAMD14 SCG5 SCGB1D1 SEMA3A SEMA3B SFRP5 SH2D2A SHOX SIGLEC15 SLC25A31 SLC5A5 SLCO4A1 SLCO5A1 SLIT2 SMPX SNAP25 SNAP91 SOX10 SOX17 SPANXC SPHK1 SPIB SPINK1 SPRY2 SSTR5 ST3GAL6 ST6GALNAC5 STC1 STX1A SYP TAAR5 TAGLN3 TAPT1 TBX3 TERT TFDP3 TFPI TIGD6 TMEM156 TMEM158 TMEM176B TNFAIP3 TNFSF15 TNNT2 TONSL TOX3 TRAF1 TRIM45 TRIM46 TSPAN1 TSPY1 TTC22 UGT2B28 USH2A WDR25 WNT1 WNT7A ZNF639 ZNF671 ZNRF4 ZP4 KRAS.600_UP.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRAS.600_UP.V1_DN ABCB1 ABCB11 ABCG4 ACKR3 ACTG2 ADAMTS9 ADRA2B AKR1B10 AMBN ANKRD1 APBB3 APOB APOL3 AQP6 ARHGAP28 ARHGEF38 ART1 ATP2A3 ATP6V1B1 BBC3 BCL11B BLNK BRDT BST2 C1QL1 C22orf31 C5AR2 C8A CA5B CACNA1I CADM4 CALCB CALML3 CALML5 CAMK1D CATSPERB CBL CCDC102B CCDC33 CCR8 CD207 CD248 CD300A CD36 CD40LG CDH16 CEACAM5 CGREF1 CHRM2 CHRNG CIITA CKM CLCA2 CLDN16 CLDN8 CLIC3 CNGB1 CNR2 CNTFR COBL COL2A1 COLEC10 CRABP2 CRYGD CSDC2 CSPG4 CST4 CT55 CTAG2 CTSW CXCL14 CYP2C18 CYP2C19 DBF4B DDX51 DENND1C DLK2 DLX6 DPT DPYS DSG1 DSG3 DTNB DTX2 EDAR EDIL3 EDN1 EDN2 ENPP1 EPHB3 EPHB6 EPHX2 FAM215A FCGBP FETUB FGF4 FGFR3 FGGY FMO6P FOLR2 FOXI1 FRAS1 GADD45G GBP1 GKN1 GNRH2 GP2 GPR173 GPR52 GRM2 H3C1 HAAO HLA-DOA HOXB8 HOXC8 HRH3 HSPB8 HTR1B HTR1D HYAL4 IFI44L IFNA16 IFNA17 IFNA5 IGF2-AS IGLV2-14 IL19 IL5 IMPA2 IVL KCNE1 KCNMB1 KCNMB2 KCNQ3 KIAA0087 KIF25 KLF3 KLF8 KLK12 KLK7 KRT1 KRT13 KRT16 KRT17 KRT31 KRT38 KRT4 LFNG LGALS7 LGALS9 LRRC31 LY6D LYPD3 MAGIX MAML3 MAP2K6 MAPRE3 MAST3 MATN2 MCHR1 MLANA MTNR1A MTSS2 MUC5AC MX1 MX2 MXD3 MXRA8 MYL9 MYOM2 NAALADL1 NCR3 NEU3 NINJ1 NKX6-1 NOS1 NOX3 NPC1L1 NR0B2 NR1I3 NRXN3 NTF3 NYNRIN OAS1 OLFML2A P2RX1 PCDHB1 PCDHGB6 PCYT1B PDE11A PDE6B PGLYRP1 PIK3C2B PIP5K1C PLAAT1 PLBD1 PLEKHH3 PNMT PODNL1 PPFIA3 PROC PRODH PROP1 PRRG4 PRTN3 PSORS1C1 PTPRCAP PTPRH PTPRU PYHIN1 RAMP3 RASAL1 RBIS RPL10P17 RRAD RTP4 RUNDC3B RYR2 S100A7 SCGB1A1 SCGN SCN10A SCN7A SDS SERPINB13 SERPING1 SIDT1 SIT1 SLAMF1 SLC22A11 SLC29A3 SLC30A4 SLC3A1 SLC5A2 SLC6A14 SLC6A3 SLC9A7 SMPDL3B SOX11 SPATA6 SPRR1A SPRR1B SPRR3 SPTBN2 SYNPO TAGLN TAS2R4 TBC1D29P TEX15 TGFB2 TGM1 THBD THNSL2 THRB TM4SF4 TMEM8B TNFRSF13B TNFSF10 TNNI3 TREM2 TRH TRIM48 TRPM2 TTLL1 TUBAL3 UGT2A3 UGT2B17 VAV3 VGLL3 VILL WHRN WNT16 XAF1 YBX2 YOD1 ZBP1 ZBTB16 ZNF154 ZNF750 KRAS.600_UP.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRAS.600_UP.V1_UP A2M ACOX2 ADAM19 ADAM8 ADCYAP1R1 ADGRA2 ALDH8A1 ALPI AMBP ANGPTL4 ANK3 ANKRD34C ANO1 ANPEP APOBEC3G APOD ARHGAP24 ARL4C ASIC4 ASTN1 ATP1A2 ATP4A ATXN3L AURKC BEX1 BMP7 C1QTNF1 CALB1 CCNJL CCR6 CD1A CD80 CDHR2 CDK2AP2P3 CDK5R1 CDR1 CEACAM1 CEACAM3 CEL CEND1 CFAP69 CFHR2 CGA CHGA CHGB CHRNA3 CLSTN2 CLUL1 CMKLR1 COL26A1 CPA2 CRISP1 CSF2RA CSF3 CSN2 CTNNA2 CTNND2 CXCL3 CXCL5 CXCR4 CYP27B1 DBH DCBLD2 DDX6 DEFA5 DEFB4A DHRS9 DIRAS2 DLGAP2 DNAJA4 DNM3 DNMBP DOCK4 DUSP4 DUSP6 DYNC1I1 EFCAB6 EMP1 EN2 ERC2 ESM1 ETV1 ETV2 ETV4 ETV5 EVI2A EXOC6B FABP3 FAM174B FEZF2 FGF9 FLT4 FMNL2 FNDC8 FOXG1 G0S2 GABRA1 GABRA3 GALR2 GBA3 GFAP GFI1 GLDC GLRX GNG11 GPR18 GPR19 GPR37 GPR4 GRIN2A GRM1 H2BC17 H2BC3 HAS2 HBEGF HEY1 HPN HS3ST3B1 HSD11B1 HTR7 IDI2-AS1 IFNA8 IGF2 IL13RA2 IL1R2 IL1RL1 IL36A INHBA ITGA2 ITGB2 ITGBL1 ITPKA KCNA5 KCNAB3 KCNC1 KCNH2 KCNJ13 KCNJ8 KCNK10 KCNK3 KCNK7 KIAA1549L KIF5A KIF5C KIT KRT8P12 LAG3 LAPTM5 LDB3 LGALS14 LILRA6 LIMCH1 LINC01140 LMO3 LPAR1 LPXN LRCH1 MAGEA11 MAGEH1 MAP4K1 MAPK10 MCF2 MGAT4A MKRN3 MLXIPL MMD MMP1 MMP10 MMP11 MMP17 MMP9 MOBP MSMB MTMR8 MYF6 NALF2 NAP1L2 NAV3 NME5 NMNAT2 NOL4 NPY6R NRCAM NRP1 NTRK3 OR2B6 OR2C1 OR7E85BP PCDH8 PCDH9 PCP4 PDE2A PEG3 PELI2 PFKFB1 PIWIL1 PLA2G3 PLA2G4C PLAT PLAU PLEKHS1 PMS2P4 PNMA2 PPBP PRDM14 PRG3 PRL PTGS2 PTX3 RBP4 RCAN2 RDH5 REEP2 RELN RETN RNASE1 RRAGD RREB1 RTN1 RUBCNL SATB1 SCG3 SCG5 SCN1B SCN2A SEMA3A SH2D2A SIGLEC15 SIMC1P1 SLC25A31 SLC6A15 SLCO4A1 SLCO5A1 SLIT1 SMPX SNAP25 SNAP91 SORL1 SOX9 SPINK1 SPP1 SPRY2 SRGN ST18 ST3GAL6 STC1 STX1A SYNE3 SYT1 TAAR5 TAGLN3 TAPT1 TBX3 TEC TERT TFDP3 TFPI TGM2 TLR4 TLR8 TMEM156 TMEM158 TNFSF15 TOX3 TPH1 TRIB2 TRIM2 TRIM36 TRIM45 TSPY1 UGT8 USH1C VEGFC WNT7A ZDHHC11 ZEB1 ZNF528 ZNF529 ZP4 KRAS.AMP.LUNG_UP.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRAS.AMP.LUNG_UP.V1_DN AATK ABCB8 ABCD1 ACE ADAM2 ADAMTS5 ADGRE1 ADRA2C ALDH1A2 ALDH4A1 APC2 BARX2 C19orf73 C22orf46P C5 CA1 CACNA1F CACNG1 CAMK1 CBL CCAR2 CCN5 CD300A CD34 CEND1 CEP41 CGREF1 CHL1 CLDN16 CLUHP3 CORO2B CPLX2 CRY2 CTF1 CXCR2 CYP2C18 DBF4B DCC DGKQ DNM1 DPPA4 DRD5 DTNB EMILIN2 ENPP1 EPB41 EPYC FCGR2B FGL2 FSHB GABRB1 GCNT3 GDF10 GDF2 GMIP GNAT3 GNAZ GP1BA GPR17 GPRC5C GRIK5 GVINP1 H1-6 H2AJ H2BC11 H3C1 HBA1 HDAC7 HEY2 HHLA1 HOXC11 HOXC8 HTR1D ICAM2 IFNA10 IFNA7 IGF2-AS IL12B INPP5D KCNN1 KMT2A KREMEN2 KRT32 LILRA4 LINC00837 MAB21L4 MC2R MMP13 MXD3 NAT2 ODF1 OVGP1 P2RX1 P2RY4 PAIP2B PDCD1 PDE11A PGPEP1 PLCB3 PLCH2 PODNL1 POU2F3 PPFIA3 PPM1H PRODH PROM1 PTPRH PYHIN1 RAG1 RAPGEF3 RBFOX1 RELB RHOBTB1 RPA4 SCARF1 SCN10A SDS SETD1A SHANK1 SLC19A3 SLC5A2 SLC6A16 SNCB SNTG1 SPAG11A ST20 STARD8 SYNGR3 SYNPO2L TBR1 TBXAS1 TF TLR4 TRHDE TRMT2A TSGA10 USP53 WDR33 ZC2HC1C ZNF134 ZNF480 ZNF862 KRAS.AMP.LUNG_UP.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRAS.AMP.LUNG_UP.V1_UP ABCC6 ABCG5 AFP AKT2 ALLC ASIP ATG10 ATXN3L B3GNTL1 BMPER BTG4 C11orf16 C3AR1 C8B CA5A CAMK1G CCDC57 CCL11 CCT8L2 CD247 CD3E CEBPE CELA2B CFHR5 CLEC4A CLEC5A CLSTN2 CLSTN3 CRYBA1 CSN2 CYP3A7 DEFA5 DLX5 DOCK3 DRICH1 DUSP9 DYNC1I1 EFCAB6 EFNA2 EFNA3 EGF F13A1 FAM174B FAM30A FCER1A FCER1G FCRL2 FGF7 FKBP6 GABRA6 GABRR1 GABRR2 GATA1 GCKR GIP GNGT2 GPR25 GPR6 GPR68 GRP H2BC15 H2BC3 HCN4 HECW1 HGFAC HPR HSD3B2 HSF1 HSPA1L HSPA6 IL26 JAK3 KCNC1 KLK14 LENEP LPL LRRC37A LRRC37A4P LY75 MAGEA12 MAGEA6 MAGEB1 MAN1C1 MCF2L MMP15 MYOZ1 NALF2 NDOR1 NELL2 NGF NMUR1 NOVA1 NPAS3 NPBWR2 NPHP1 NPHS1 OPN1SW OPRK1 OSBP2 OTOR PAGE4 PAX4 PIWIL1 PLEKHS1 PNMA3 PPIEL PRKG2 PTGDR2 RAB30 RBIS RBM12B-AS1 RCAN2 REST RPL23AP53 SDCCAG8 SEMA3E SLAMF1 SLC25A31 SLC26A4 SLC2A4 SLC6A6 SLC7A9 SOX12 SPINK1 SPP1 SPTA1 SSTR1 ST3GAL6 ST8SIA2 TDRD1 TMEM35A TNNT2 TTLL3 TUBA8 UGT1A10 VENTX VTN XPNPEP2 ZNF257 ZNF835 KRAS.BREAST_UP.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRAS.BREAST_UP.V1_DN ABCB1 ADAMTS20 ADAMTS5 ALG1L2 ALOX12B ANKRD1 APOB APOL3 ART1 ASIC1 ASPHD1 ATP6V1B1 BORCS6 C22orf31 CA5B CACNA1A CALCB CAMK1 CCDC121 CCDC57 CDH12 CDK18 CLDN8 CLSTN3 COL5A2 CRABP1 CRH CRYGD CSRP3 CYP21A2 DENND2D DPEP2 DPT DPYS DTNB DTX2 EDIL3 EEF1DP5 EGFL7 EGR4 ELMO1 ENTPD5 EPHX2 EXOSC1 FGFR3 FGGY FGR FMO6P FRAS1 GABRA6 GADD45G GJA10 GJA4 GLS2 GP1BB GP6 GRIP2 H4C13 HBZ HCN2 HHLA1 HOXB5 HPR IFNA16 IL18R1 KCNA3 KCNJ3 KCNQ3 KDM4D KIF25 KLF8 KRT38 LAIR1 LATS1 LINC01124 MAML3 MAST3 MEGF8 MTHFR MUC13 MYH7 MYL9 MYOM2 NAALADL1 NCR3 NDNF NECTIN1 NFATC4 NOS1 NOX5 NPR1 NTF3 P2RX1 P2RX7 PAQR6 PBX1 PCDHB1 PDE3A PDE6B PF4V1 PGGHG PI15 PLBD1 POLL POU3F2 PPM1E PROP1 PTENP1 PTGFR RAMP3 RBM17 RPL13P5 RUNDC3B SCN7A SDS SELENBP1 SERPINA10 SERPING1 SIDT1 SLC30A3 SLC8A1 SLC9A7 SMPDL3B SOBP SPTBN2 SV2B SYNDIG1 TEX15 TFF2 TLR6 TM4SF4 TNNI3 TRAPPC14 TRIM9 TSBP1 TSHB TSPAN12 TTYH1 UGT2A3 WT1-AS XYLB YPEL1 ZNF37BP KRAS.BREAST_UP.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRAS.BREAST_UP.V1_UP A2M ACKR4 ACP3 ADAMDEC1 ADGRD2 AKAP12 ALPP AMELY ANKRD36BP2 ANO2 ATP12A BAIAP3 BIRC3 BMP6 CALB1 CASS4 CCL16 CCL22 CDK2AP2P3 CDSN CEACAM1 CEACAM3 CFAP43 CLPS CLSTN2 CMA1 CMKLR1 COL9A1 COL9A3 CRCT1 CSF2 CTNNA2 CXCL2 CXCL3 CYB5R2 DEFB4A DHRS9 DNAJA4 EFNA5 ERC2-IT1 ESM1 ETV2 FAM30A FCRL2 FMO2 GABRA3 GFI1 GJA8 GLRX GPR37L1 GSG1 GULP1 H2AC13 HAS2 HSD11B1 HSD17B2 IGF2 IGFBP3 IL13RA2 IL17RB IL1B IL1R2 IL1RAPL1 IL1RL1 IL2RG IL37 KCNA10 KCNA2 KCNAB3 KCNC2 KCNJ14 KCNJ16 KCNK15 KCNK3 KIF24 KIF5A KLK12 KLK6 KRT33B KRT34 LIF LILRA6 LYL1 MACF1 MAPK4 MGLL MKRN3 MMP10 MMP9 MYCN NALF2 NDUFA4L2 NFE2 NPAS1 NPPB NR1H4 NRL OCA2 OPRPN OR2C1 OSGIN1 PCDHGA11 PDE2A PDE3B PPBP PPP1R15A PRB4 PRDM1 PRRX1 PSCA RBMY2FP RMST S100A5 SAMD14 SCEL SCG5 SMPX SNAP25 SOX17 SPACA1 SPINK1 SPON2 SPRR2B SPRY2 STC1 STX1A SYP TAAR5 TAGLN3 TAPT1 TERT TFPI TLR8 TMEM176A TMPRSS4 TNFAIP3 TRAF1 USH2A WNT16 ZP4 KRAS.DF.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRAS.DF.V1_DN ACTL6A ADRB2 AFDN AHR ALG13 ALOX12P2 ALOX5 ARFGAP1 ARHGAP26 ARID3B ATP2B1 AUTS2 BCAM BDKRB1 BMP4 C1orf109 C3orf14 C6orf15 CAMKV CBX4 CD2 CDK18 CDK20 CHRM5 CLDN1 CLDN17 CNR2 CNTFR COBL COG5 COL11A2 COL4A5 COPZ2 CTAGE9 CXADR CYP1A1 CYP2C9 CYTH4 DCAF10 DEFB4A DUSP2 DVL3 EPB41L4B EPPK1 ERN1 ETS2 EXOSC7 FAM153A FANCE FBN2 GAP43 GCC1 GJB4 GLIPR1 GPATCH2 H2AC18 H2BC9 HDAC9 HMGN3 HOMER2 HOXA11 HOXC8 HPX HRH2 HSPB6 HTR3A HUS1 IFNA17 IGFBP2 IGFBP3 IL24 KDM6A KIF21B KIR2DL1 KIR2DL5A KLF11 KLF15 KLF4 KLK2 KLK5 KLK8 LAMP3 LANCL2 LCAT LCP1 LETM1 LLGL1 LRRC61 LSM14B LYRM4 MALT1 MAP7 MAS1 MEX3D MINDY1 MMP25 MOGAT2 MPC1 MPP3 MXRA8 MYO5C NCR1 NEUROD2 NGF NRP2 NUP153 NUP42 ODF1 OGFRL1 OMG OR10H3 OR1F1 OR7E47P PAK3 PAPPA2 PAX5 PCBP3 PCLO PDGFA PER2 PGLYRP4 PHF7 POM121 PRAMEF10 PRAMEF5 PRELID3B PRSS8 PSPH PTGER1 PTGS2 PTPN14 PXDC1 PYY2 RAB3IL1 RAB6B RDH16 RET RNF122 RNF186 RNF39 RNF43 RNMT ROBO3 RPRM SCN2A SEMA3C SEMA6A SEZ6L SF3A2 SIGLEC6 SIRPA SLC17A1 SLC25A13 SLC30A3 SMAD6 SMAD7 SMAP1 SP1 SP2 SPINK5 SPRING1 SPRR1B SRF SSTR3 STX3 SYNE1 SYP TAF4 TAGLN TCFL5 TCL1A TGFB3 THNSL2 THUMPD1 TJP3 TMEM168 TMEM45A TNC TNFRSF9 TNXB TRA2A TRAPPC10 TSPYL1 TUFT1 UCHL1 URB1 VWA5A WASF1 WNT6 ZFHX3 ZNF239 ZNF512B ZNF764 KRAS.DF.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRAS.DF.V1_UP ABHD10 ACADVL ADAM8 ADGRE5 AKAP12 AKR1C3 AKT3 ALDH1A3 ALDH7A1 ALDOC ANKRD36B ANKRD46 ANPEP ANTKMT ARHGEF3 ASMTL ASPH ATP9A AURKB BBS9 BCL2L1 BCL3 BCL6 BEX4 BMP2 BMP6 BMPR2 BORA CALHM2 CAPRIN2 CAT CBLC CBR4 CCDC85B CCL20 CCNG2 CCNT2 CDA CDKN2B CHRNA5 CLDN5 CLPB COL6A3 CORO1A CPVL CRYZ CSF3 CTNNBL1 CUTC CUX2 CXCL1 CXCL3 CXCL5 CXCL8 DDB2 DKK1 DLGAP4 DLGAP5 DNASE1L1 DPYD DPYSL2 DSN1 E2F8 EHBP1L1 ELK3 EMP3 ETFB ETNK1 FADS2 FAM168A FAR2 FKBP1B FLRT3 FUT8 G6PD GALNT6 GATA6 GCH1 GFPT2 GK3 GLMN GLRX GLS2 GNE GNG11 GREM1 GSTT2 HCLS1 HERC5 HS3ST3A1 HSD17B2 HSPA2 IFI27 IFI35 IFI44 IFI44L IFIT1 IFITM1 IL13RA2 IL1RL1 ING2 INHBA INPP4B INPP5F IRF4 IRF9 ISG20 JAK2 KHDRBS3 KIF3A KIN LGALS3BP LOXL2 LRP8 LTBP3 MAP3K6 MED24 MMP1 MPI MTAP MVP NAT1 NRP1 OPLAH PDLIM2 PDPN PELI1 PID1 PITPNC1 PLAT PLAU PLCH2 PLIN3 PLPP2 PPM1D PPP2R3B PROCR PRSS3 PTPRG PXDN QPRT RAC2 RASIP1 RETSAT REXO5 RGS17 RGS2 RIDA RPS6KA5 RRAD S100P SAP30 SCAND1 SCG5 SEC24D SERPINB1 SERPINE1 SLC22A4 SLC26A2 SLC2A10 SLC4A7 SMARCA1 SMARCD3 SMTN SMYD3 SPAG4 SPRY2 SRGN SRPX STEAP1 STK4 STN1 STX4 SUGCT TBC1D8 TFPI2 TIMP4 TLR2 TM4SF1 TMEM135 TMEM158 TMEM160 TP53I3 TRPC1 TSPAN5 TUBG2 UBE2W VCAN VEGFC ZMYND8 ZNF654 KRAS.KIDNEY_UP.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRAS.KIDNEY_UP.V1_DN AADAC ABCA3 ABCB11 ACE ACTC1 ADAMTSL2 AGRP APBB3 ASPN ATP1B4 B3GALT5 BAAT BMP4 BRDT C3orf36 CACNA1S CAPN9 CARD9 CBARP CBL CCL20 CCL27 CD14 CETP CHRM2 CHRNA9 CHRNG CLEC3B CNN1 CSF1R CST5 CXCL10 CXCL11 DDX51 DEPDC5 DRC3 DSG3 ECEL1 EDN2 EFHD1 EGFL7 EPHA5 EPS8L3 EREG ETS1 FCHO1 FOLR2 FOXA1 GATA4 GPR35 GRM2 GRM4 GRM8 H2AC13 HHIPL2 HINFP HRG HSD17B2 HYAL4 IFI30 IFI44L IFNA17 IGKV3D-15 IL1RL2 IL23A IL26 IL6 INSL4 INSL5 ITIH5 KCND1 KCNF1 KCNN1 KIF21B KLF3 KLHDC8A KLK1 KRT17 KRT2 LFNG LILRA4 LILRB4 LIPE LMAN1L LRRC31 MAGEA10 MDFI MSC MX1 MX2 NES NGF NPC1L1 NPFFR1 NPPB NR1I3 OAS1 OR7A10 PAGE1 PDCD1 PHLDA3 PRG2 PROP1 PRSS21 PTGER2 PTPRCAP RASGRF1 RBIS RPL10P17 RSAD2 RYR2 SEC31B SEMA5A SERHL2 SGK2 SIM1 SLC5A5 SLC6A20 SLC9A3 SPATA6 SRC SRD5A3 STX11 TACR2 TCF21 TCP10L3 TENM2 THBD THRB TMEM262 TREM2 TTLL2 TYROBP VILL ZDHHC8BP KRAS.KIDNEY_UP.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRAS.KIDNEY_UP.V1_UP A2M ADCY1 AK5 ALDH1A1 ANK2 ANK3 AQP4 ARPP21 ASPA ATP1A2 CA2 CAB39L CALB1 CCND2 CDK5R1 CDR1 CFAP69 CHGA CHGB CP CPE CPEB3 CRTAM CRYAB CRYM DDX6 DLGAP2 DNM3 DUSP6 DYNC1I1 EMP1 EPB41L3 ERC2 ESRRG ETV1 FGF9 FZD3 GABRA1 GABRA5 GABRB1 GABRR2 GAD1 GAP43 GATM GCGR GHRH GLDC GPM6A GPNMB GPR19 GPR37 GPRC5B GRIA2 GRIK2 GRM5 HEY1 HPCAL4 ITGBL1 KCNA5 KCNJ8 KIF5C KIT LIMCH1 LMO3 MAFB MAGEH1 MAP7 MEF2C METTL7A MMP27 MPZL2 NAP1L2 NDN NEBL NEFL NME5 NMNAT2 NOL4 NRCAM NRN1 NRXN1 NSG1 NSG2 NUDT11 PCDH9 PCP4 PECAM1 PEG3 PELI2 PLCB1 PLCL1 PLGLA PLP1 PLSCR4 PMP2 PNMA2 RAPGEF4 RCAN2 RELN RIT2 RNLS RTN1 SATB1 SCG3 SCG5 SCN1B SCN2A SELENOP SERPINI1 SFRP1 SIGLEC15 SLC12A3 SLC12A5 SLC1A3 SLC6A1 SLC6A15 SMR3A SNAP25 SNAP91 SOBP SORBS1 SORL1 SPARCL1 ST3GAL6 SV2B SYT1 TCEAL2 TMEM100 TMOD1 TRIB2 TRIL TRIM2 TRIM9 TSPAN7 TUBB4A VIPR2 WIF1 WSCD1 XK ZNF536 KRAS.LUNG.BREAST_UP.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRAS.LUNG.BREAST_UP.V1_DN ACKR3 ADAMTS20 ADD2 ADGRE1 AKAP6 AKR1B10 ALDH5A1 ALOX12B AMBN ANKRD1 APOB ART1 ATP6V1B1 BDKRB1 C5AR2 CACNA1I CALCB CALML3 CALML5 CCDC121 CD248 CD36 CD6 CDH12 CDH16 CLCA2 CLDN8 COBL COL2A1 COL5A2 CRABP2 CXCL14 CYP21A2 DEFB1 DPT DTNB DTX2 EPB41L4A EPHX2 ERAP2 FGFR3 FLT1 FMO6P FRAS1 GABRA4 GADD45G GAMT GDNF GLS2 GLYAT H3C1 HCN2 HHLA1 HRK HTR1B HTR1E IFI44L IFNA16 IGF2-AS IGFBP2 IL5RA INPP5D IVL KCNMB1 KIF25 KRT13 KRT16 KRT38 KRT4 LGALS7 LGALS9 LY6D MAP2K6 MAST3 MEGF8 METTL7A MMP28 MTHFR MXD3 MXRA8 MYL9 NCR3 NOS1 NOX5 NSUN6 NTF3 NYNRIN OLFML2A P2RX1 PAQR6 PARP3 PBX1 PCDHB1 PDE3A PDE6B PGGHG PIK3C2B PLBD1 PROC PTPRU PVALB RAG1 RAMP3 RARRES2 RBM17 RPL13P5 RTP4 RUNDC3B RYR1 S100A7 SCARF1 SCN7A SERPINA10 SERPINB13 SIDT1 SLC12A3 SLC3A1 SLC6A9 SOBP SOX11 SPAG11A SPTBN2 SYNDIG1 TAS2R4 TBR1 TGM1 THNSL2 TM4SF4 TNFSF10 TNNI3 TRIM48 TRIM9 TRPM2 TSBP1 TSHB TTLL1 UPK3B VAV3 VAX2 VPS50 YPEL1 KRAS.LUNG.BREAST_UP.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRAS.LUNG.BREAST_UP.V1_UP A2M ADAM19 ADAM8 ADAMTS6 AKT2 AMELY ANGPTL4 ATG10 BIRC3 BMP6 CALB1 CCDC181 CCL20 CCR6 CD1A CD247 CD37 CDSN CEACAM3 CHRNA2 CLPS CLSTN2 CMKLR1 CRCT1 CSF2 CSF3 CTNNA2 CXCL1 CXCL2 CXCL3 CXCL5 CXCL8 DHRS9 DNAH9 DOCK4 ESM1 ETS1 FAM174B FCRL2 FNDC8 G0S2 GABRA3 GBA3 GFI1 GLRX GPR4 GRP GULP1 GYPC HAS2 HBEGF HOXD11 HPN HSD11B1 HSD17B2 ID2 IFNA8 IGFBP3 IGHV3-48 IL13RA2 IL1R2 IL1RL1 IL23A IL37 INHBA ISG20 ITGA2 ITPKA KCNC1 KCNC2 KCNJ14 KCNK15 KIAA1549L KIF5A KIF5C KRT34 LAT2 LDB3 LIF LILRA6 MGLL MKRN3 MMP1 MMP10 MMP9 MYH2 NALF2 NAV3 NDOR1 NELL2 NPPB NR1H4 NRL OR2B6 OSBP2 OSGIN1 PDCD1LG2 PDE2A POLM PPBP PRDM1 PRL PRSS3 PRY PTGS2 PTPRR RBMXL2 RBP4 RELN RETN RMST RNASE1 RPS4Y1 RREB1 SCG5 SEMA3B SH2D2A SHOX SLC25A31 SLCO4A1 SLCO5A1 SMPX SNAP25 SNAP91 SPINK1 SPRY2 ST3GAL6 STC1 TAAR5 TAGLN3 TBX3 TERT TFDP3 TNFAIP3 TNFSF15 TRAF1 TSPAN1 TSPY1 TTC22 ZNF639 ZP4 KRAS.LUNG_UP.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRAS.LUNG_UP.V1_DN ACHE ACP3 ADD2 ADORA3 AKAP4 AKAP6 AKR1B10 ALDH3B2 APOBEC3A ATAT1 BBC3 BBOX1 C11orf80 CACNA1F CALML3 CALML5 CBL CCR2 CD22 CD248 CDH12 CDH16 CDKN1C CFAP74 CHRM5 CLCA4 COBL COL19A1 COL2A1 CRABP2 CRYAB CXCL14 CYP26B1 CYP2C18 CYP4B1 DEFB1 DHX58 EMID1 EPHB3 ERG FCGR3B FMO2 GABRB1 GALNT8 GAS1 GDNF GLYAT GPNMB GPR45 HAAO HEY2 HTR1B HTR1D IGFBP2 IHH IL10RA INPP5D IVL KLK11 KLK12 KLK7 KLK8 KRT1 KRT13 KRT15 KRT16 KRT4 LGALS7 LINC00837 LMO1 LY6D LYPD3 MAFB MAP2K6 MAP3K1 MC5R MEGF8 METTL7A MORC1 MXRA8 NGFR NPY4R NYNRIN OLFML2A OR3A3 PALM PDE6B PIK3C2B PLA2G10 PLCH2 POSTN PPFIBP2 PROC PRODH PROM1 PSG7 PSORS1C1 PTPRU RAB40AL RAG1 RDH16 RHCG RTP4 RYR1 S100A12 S100A7 SAYSD1 SCARF1 SCGB1A1 SCN10A SCRG1 SERPINB13 SERPINB3 SERPINB4 SGCD SH3BP1 SH3GL3 SLC39A2 SLC3A1 SLC6A14 SLC6A9 SOX30 SPRR3 SPTBN2 SRD5A3 STAG3L1 TF TGM1 THAP9 TNFSF10 TRGV7 TRHDE TRIM48 TSC22D4 UPK3B VAV3 VPREB1 VPS50 WNT16 ZC2HC1C ZNF750 ZNF862 KRAS.LUNG_UP.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRAS.LUNG_UP.V1_UP ABCB1 ADA2 ADAM8 ADAMTS3 ADCYAP1R1 AKT2 ALLC ANGPTL4 ANO1 ASGR2 ATG10 AURKC B3GNTL1 BANK1 BCL2A1 BTC C3AR1 CCL20 CCT8L2 CD1A CD247 CD48 CD80 CELA2B CFAP69 CLEC4A CLSTN3 CRYAA CSF3 CX3CR1 CXCL5 CXCL8 CYP2J2 CYP4F8 CYTIP DCBLD2 DEFA5 DOCK2 DOCK4 EGFL7 ETS1 EVI2A FABP3 FBXO4 FNDC8 FRMD1 FUT5 G0S2 GBA3 GPR3 GRIN2A GRIP2 HBEGF HOXD11 HPN HROB HS3ST3A1 HSD11B1 HTR7 IFNA8 IGSF1 IKZF1 IL13RA2 IL1RL1 IL23A INHBA ITGA2 JAK3 KCNA5 KIAA1549L KIF5C KIR2DL3 LAG3 LDB3 LILRB1 LINC00472 LRIG1 MAGEA6 MIR124-1HG MMP1 MMP20 MT3 MYH2 N4BP2L2-IT2 NAV3 NDNF NDOR1 NELL2 NES NGF NKX2-5 NPHS1 NRP1 OGDHL OR2B6 PAX4 PCDH17 PDCD1LG2 POLM PPP1R14D PRG3 PRKG2 PTPRR RBP4 RELN RETN RGS4 RNASE1 RREB1 SARM1 SCG5 SDCCAG8 SEMG2 SH2D2A SIGLEC15 SLC16A8 SLC18A1 SLC6A11 SLC6A4 SLCO4A1 SLCO5A1 SMPX ST3GAL6 TAS2R1 TBX3 TEX13A TMEM158 TMEM176B TMEM238L TNNT2 TSPAN1 TSPY1 TTC22 UGT1A10 WNT7A ZBTB44 ZBTB48 ZNF639 ZNF749 ZNF821 KRAS.PROSTATE_UP.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRAS.PROSTATE_UP.V1_DN AATK ABCB1 ABCG4 ACKR3 ACSS3 ADAM23 AK5 ARG1 ARHGAP28 ARL17A ARPP21 ASIP ATP8B3 BEND5 C1orf68 C22orf31 C5 CA5B CADM4 CAMK1D CCDC134 CCR10 CD48 CD96 CDH16 CFI CGREF1 CLDN17 CNTFR COBL COLEC10 CRY2 CRYGD CTSE CWH43 DIRAS3 DNAJC12 DZANK1 EDN1 EGF ENPP1 EPHB6 EPHX2 FBXO40 FLRT1 FOLH1B FOXD2 GCNT3 GKN1 GNGT2 GPNMB GPRASP1 GRM2 HBA2 HLA-DMB IBSP IDUA IGFBP3 IGLV2-14 IL19 ITGB1BP2 ITGB7 KCNA2 KCNJ14 KCNQ2 KDM8 KIAA0087 KLF1 KLKB1 KRT13 KRT16 KRT4 LCN2 LHCGR LUM MAFB MAGIX MAOB MLANA MLYCD MUC16 MUC4 NCR3 NDP NEU3 NOS1 NPBWR2 NPHS1 NR0B2 NTF3 OPCML OXT PCDHB13 PF4V1 PI3 PLCB1 PLGLA POU3F2 PPP1R9A PRTN3 PRY PTGIS PTH1R PTPRH RAI1 RASGRP1 REEP1 RGS6 RRAD S100A7 S100A8 SCEL SDS SERHL SERPINB2 SERPINB7 SH2D3C SLC19A3 SLC26A10P SLC30A4 SLC4A8 SLC6A14 SMO SOD3 SOX10 SPRR1A SPRR1B SPRR3 SSTR4 TAGLN TFAP2B TGM1 TRH TTC21B TUBAL3 TUBB4A VGLL3 VIL1 YBX2 ZBTB16 ZNF750 KRAS.PROSTATE_UP.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRAS.PROSTATE_UP.V1_UP ABHD8 ACOX2 ADGB ADM2 ADRA1B AHSG AICDA ANGPTL4 ANKRD34C ANP32C APOBEC3G APOH ARHGAP24 ATXN3L BANK1 CADPS2 CAMK2B CBX4 CD79A CD80 CDH4 CEL CES1P1 CFH CFHR2 CHRNA3 CNGB3 CNTN5 COL26A1 CPLANE1 CR2 CRISP1 CRISP2 CX3CL1 CYP2R1 DHRS9 DNM1 ENG ETV5 FABP3 FEZ1 FGA FGF21 FGF22 FOXF2 FOXH1 FSD1 GLB1L2 GRK5 GSTCD HABP2 HAL HKDC1 HROB IDI2-AS1 IFNA7 IL10RA IL1RL2 IL7R INSM1 ITGA2 ITGB2 JAM2 KANSL1L KHDC1 KIAA1549L KLRG1 KREMEN2 KRT36 KRT8P12 LAIR2 LAPTM5 LILRA6 LIMD2 LIN7B LMO1 LRCH1 LRRC15 MAGEB3 MAP3K1 MAP4K1 MEGF8 MLXIPL MMP11 MMP17 MYO7B MYOC MYRIP NALF2 NBEA NES NOL4 NPY4R NPY6R NXPH3 OPLAH OR10J1 OR7E24 PADI3 PCDHA2 PDK4 PIGR PLCH2 PLLP POPDC2 PTPN7 RAB40C RARRES2 REEP2 RFPL3S RGS13 SLC10A2 SLC7A4 SLCO1C1 STRN SV2C SYNE3 SYNPO2 SYT5 TEC TEX12 TG TGFBR1 THSD4 TIMP4 TLR4 TNNI1 TPK1 TRIM31 TSSK2 TUBA8 TWIST1 VEGFC YPEL1 ZEB1 ZNF529 ZSWIM1 LEF1_UP.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEF1_UP.V1_DN ACSF2 ACSL5 AGR2 AKR1C3 ALCAM ALDH5A1 ANK3 ANKFY1 AP1M2 ATP1B1 ATP2A1 ATP8A1 BDH2 BDKRB2 BTN3A3 C1orf115 C4BPB CAT CCL20 CCN2 CDH17 CDK3 CDX2 CFTR CLEC2D CNN3 COCH CPE CPOX CRYBG1 CTSH CXCL2 CXCL5 CYP1B1 CYP26B1 CYP2J2 DAPK1 DECR1 DISC1 DIXDC1 DMXL2 DPP4 DPYSL3 DYNC2LI1 EFHD1 EFNB2 EHF EHMT2 ELF3 ELL3 ENC1 ENTPD3 ERAP2 ERN2 FAM172A FAM83E FBXL15 FGFBP1 FOXA1 FPGT GALC GALNT12 GAREM1 GATA6 GDE1 GDPD3 GRB14 GSPT2 GSTM3 HAUS4 HCFC1R1 HERC6 HNF1B HOXB13 ID1 ID3 IL17RB IL18 IL20RA IL33 KCNQ1 KCNV1 KDM5D KIAA0319L KIT KLRC3 KLRF1 KRT20 LGR5 LIMCH1 MANBA MANEA MANSC1 MARCHF2 MDFIC MEF2C MFGE8 MLLT3 MOCOS MRNIP MST1L MTARC1 MVP MXD3 MYRIP NLRP2 NME3 NSUN6 NUDT18 NUDT6 OAS1 OAS3 OLR1 OPN3 OSGEPL1 PAK1 PAPSS2 PCP4 PDGFC PDGFRL PDZK1IP1 PF4 PIAS3 PITX2 PLAC8 PLLP PLOD2 PLSCR4 PROS1 PRR15L PRSS1 PRSS8 PTPN13 RAB25 RAB26 RAB27B RABL6 RAC2 RBM47 RBP4 RETREG1 RHOBTB2 RIGI RNF144A RRAGB S100A14 SAMD9 SCG5 SEC31B SELENBP1 SELENOP SEMA3F SH3BGRL SH3GL2 SLC1A1 SLC22A18 SLC24A1 SLC44A4 SLC6A20 SMAD4 SMPDL3A SORL1 STAT4 SULT1C2 TCEAL1 TEX14 TFF1 TLR3 TM4SF1 TMED3 TMEM135 TMEM144 TMEM14A TMEM53 TMPRSS3 TNFSF15 TNNC1 TNS3 TPM1 TRAF3IP2 TRPM4 TSPAN1 TSPAN8 USP18 VILL XK ZNF711 LEF1_UP.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEF1_UP.V1_UP ADAM19 ADAMTS8 ADGRE2 ADGRG2 ADIRF AKAP12 ALLC ANO1 APOBEC3G ARC ARG2 ARHGAP4 ARID3B AUTS2 AXL BMP7 C14orf132 CARD9 CAVIN3 CBS CCND2 CCR7 CD302 CDA CDKN2A CEACAM21 CHGB CHST10 CHST11 CHST2 COL6A1 COL9A3 CRABP2 CRIP1 CST7 CTH CXCR1 CXCR4 CYBRD1 DBN1 DCLK1 DENND1C DHRS2 DKK1 DKK4 DLL3 DNAJC6 EDAR EGR2 EGR3 ELK3 ELOVL5 EMP1 EMP3 EN2 EPB41L4A FADS1 FBXO17 FGF13 FGF3 FGF9 FHL1 FJX1 FLNC FN1 FNBP1 FNDC4 FOSL1 FOXF2 FOXG1 G0S2 GATA3 GJB1 GNAL GNG11 GNG4 GZMB HAS2 HBA2 HEY2 HOXB2 HSPA1A IGFBP6 IGFBP7 IL11 INHBE ISYNA1 KCNG1 KCNJ12 KCNN4 KCTD12 KRT13 KRT23 KRT5 KRT76 KRT81 L1CAM LCK LGALS1 LMO2 LOXL1 LPL LTBP2 MAOA MAOB MAP1B MFAP2 MIA MICU1 MLN MSN MYL9 NELL2 NES NMNAT2 NR3C1 NRIP1 NRIP3 NTSR1 OBSL1 PALS2 PARVB PAX6 PCSK1N PCSK5 PDGFA PDLIM4 PDZD2 PELI2 PHLDA3 PLEKHF1 PLEKHO1 PLTP PMEPA1 PRF1 PRKAA2 PRPH PRPS1 PTGDS PTPRN2 RAI2 RAMP2 RBP1 RGCC ROR2 RPP25 RRAGD RUNX3 RYR1 S100A2 S100A3 S100A4 SCML1 SCN5A SERPINE1 SH2D2A SLC17A9 SLC26A4 SLC2A3 SLC35G2 SLC43A3 SLC5A3 SLC6A8 SLIT1 SPRR2B STC2 STRA6 SYNE3 TCEA2 TCHH TGM2 TH TM4SF5 TMEM158 TMEM47 TMOD1 TNFRSF1B TREML2 TRIM48 TRPV2 TRPV6 TUBB2B TULP2 VIM WASF3 WNT5A WT1 WWC2 ZAP70 ZFPM2 ZNF134 ZNF22 ZNF236 ZNF350 LTE2_UP.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LTE2_UP.V1_DN ADD3 AGTR1 ALG13 AMIGO2 AMMECR1 ANXA3 ARHGAP12 ARMCX5 ASCL1 ATF3 ATP8A2 BCL2 BCL2L11 BHLHE41 BMERB1 BST2 BTG3 CA12 CALB2 CALCR CAP2 CASP8 CAV1 CBFA2T3 CBLL1 CCN5 CDK8 CEBPG CHD1 CHN1 CNN2 COL9A3 CRABP1 CSTA CSTF2T DDX60 DLC1 DNAJB14 DSCAM DTNA DUSP2 EFEMP1 EGR3 EIF2AK2 ELF4 ELOVL2 EPB41L2 FHL2 FKTN FTO GADD45A GAL GART GCA GEM GFRA1 GPER1 GRB10 GREB1 GTF2I H2AC11 H2AC6 H2BC8 H3C10 H4C8 HERC5 HERC6 HES1 HSPA13 ID1 IFI27 IFI35 IFI44 IFI44L IFI6 IFIH1 IFIT1 IFIT3 IFIT5 IFITM1 IFRD1 IGF1R IGSF1 IL24 INPP5F IRF7 IRF9 ISG15 JAG1 JAK2 JMJD1C KAZN KLF4 LAMA3 LAMP3 LGALS1 LGALS3BP LGR4 LPGAT1 LTN1 MATN2 MDK MGP MICB MOCOS MPHOSPH8 MTCL1 MTMR6 MYO10 N4BP2L2 NAV2 NCBP1 NCOR2 NFIL3 NIP7 NMI NMRK1 NOTCH1 NPY1R NRIP1 NRP1 NUP160 NUP58 OAS1 OAS2 OAS3 OASL PARP12 PCSK6 PDLIM3 PDZK1 PEG10 PHF11 PLCB1 PLSCR1 PMAIP1 POLI POT1 PPM1E PRKAR2B PRSS23 PSAT1 PSMB9 PSPC1 PTBP2 PTER PTGES PTPRK RAB31 RFWD3 RHOBTB3 RIF1 RIGI RMC1 RNF6 RPS6KA3 RRN3 SAMD9 SAMHD1 SATB2 SLC16A1 SLC16A7 SLC1A1 SLC24A3 SLC6A14 SLC7A11 SOX3 SP100 SP110 STC2 SVIL SYTL2 TAF12 TAP1 TDRD7 TENM1 TFAP2A TFPI2 TM4SF1 TRIM14 TSPO UBE2L6 UGCG USP18 USP25 UTP14A WIPF1 XK ZMYM2 ZNF107 ZNF140 ZNF268 ZNF273 ZNF43 ZNF84 LTE2_UP.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LTE2_UP.V1_UP ABCC3 ABCG2 ACOX1 ACOX2 ACTG2 ADIRF ADORA1 AKAP12 ALDH3B2 ALDH4A1 ANKMY2 ANXA6 AOX1 APPL2 AQP3 ASPH ASRGL1 ATP6V0A4 ATP6V1H B4GALT5 BACE2 BLTP3B BMP7 BNIP3L BTG1 C1orf115 C4orf19 CALML5 CCDC170 CD302 CDKN3 CEACAM6 CEMIP CEP76 CGRRF1 CHST11 CLIC3 CLMN CREB3L2 CSGALNACT1 CXCR4 CYFIP2 CYP1B1 DAB2 DEGS1 DHRS7 DIAPH2 DPYSL2 DRAM1 DSC2 DUSP4 ECI2 EDN1 EFCAB11 EHD3 EHF ELF5 ENOSF1 EPAS1 EPB41L1 EPHX1 EPN3 EPS8L1 FA2H FAM117A FBXL18 FERMT2 FGFR4 GALNT12 GCLM GCNT1 GGH GLTP GNA14 GOLM1 GPX3 GSTZ1 GTDC1 HMGCS1 HMGCS2 HRAS HSD17B14 HYPK IGFBP5 IL1R1 INSIG2 KATNA1 KIF13B KIN KLHDC2 KMO LMO4 LONP2 LRP8 MAOA MAP3K5 MARCKS MBP MEIS2 MGAT4A MICAL3 MMP9 MRPL13 MYO5A NIPSNAP2 NOVA1 NPC2 NUCB2 NUDT4 NUMB NUP43 OPN3 ORAI3 P2RX4 P4HA2 PBK PCDH9 PCP4 PDE8A PGM1 PHACTR2 PIGH PIP PJA2 PLAGL1 PLCB4 PLPP2 PNRC1 POLE2 PPFIA3 PPP1R3C PRKCH PROS1 PRPS1 PSTPIP2 PTGER4 PTOV1 QPRT RAB27A RAB29 RAB40B RAB4A RCAN1 REEP1 RFTN1 RHOQ RIN2 RLN2 RMND1 RPS6KA5 RRAGD SASH1 SCARA3 SDCBP SEC23A SECISBP2L SEPTIN10 SERHL SERHL2 SERPINA1 SGPP1 SLC12A2 SLC26A2 SLC2A10 SLC9A6 SOAT1 SORD SORL1 SOWAHC SPTLC2 STAU2 SYT17 TBC1D8 TENT5C TFPT TIMM13 TK1 TMC6 TNFRSF11B TNNT1 TNS3 TST UBE3B ULBP2 UNC13B UROS UST VTCN1 MEK_UP.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEK_UP.V1_DN ABCA12 ABLIM1 ACTR6 AGL AK4P3 ALG13 AMIGO2 ANGEL2 ANXA9 AOPEP APBB2 AQR ARMCX1 ARMCX3 ARMCX5 ASCL1 ASS1 ATF1 ATF3 ATP8B1 AUTS2 BAZ2B BCL2 BLNK BMERB1 BST2 CALB2 CALCR CASP8 CBR4 CCN5 CETN3 CHN1 COL9A3 CSTA CYP26B1 DCAF6 DDX60 DLC1 EGR3 ELAPOR1 ELOVL5 ELOVL6 F12 FASTKD1 FKTN FTO GALC GDAP1 GFRA1 GNL2 GOLGA4 GOLGA8A GPER1 GREB1 H1-2 H2AC11 H2AC6 H2AC8 H2BC10 H2BC6 H2BC7 H2BC8 H2BC9 H3C10 H4C8 HERC6 HIRA HSPA4L HSPB8 IAPP ID2 IFI27 IFI35 IFI44 IFI44L IFI6 IFIH1 IFIT1 IFIT5 IFITM1 IFT57 IGF1R INPP4B INPP5F INSIG2 IRF7 IRF9 ISG15 ITPRID2 JAK2 JMJD1C KCTD3 KIF5C LIN7C LPGAT1 LRIG1 LSM7 LTN1 MAFB MARF1 METTL3 MGP MINPP1 MOCOS MOCS2 MPDZ MSMB MTCL1 MTIF2 MYB MYBL1 MYC MYLK NDUFAF1 NGLY1 NMRK1 NOL8 NPEPPS NPY1R NREP NRIP1 OAS1 OAS2 OAS3 OASL OXSM PCP4 PDCD4 PDZK1 PGR PLBD1 PMS1 POLI POT1 PRELID3B PRKAR2B PRMT3 PRPF38B PSPH PTBP2 PTER QPRT RAB29 RALGAPA1 RASGRP1 RHOBTB3 RIGI RMC1 RMND1 RNF43 RPL29P31 RPRD1A RSBN1 S100A8 SAMHD1 SATB2 SEC24D SGCG SHTN1 SLC16A6 SLC26A2 SLC35A5 SLC6A14 SMAD7 SMPDL3A SNX10 SOX3 SP100 SP110 STXBP3 SYCP2 TAF2 TAP1 TCF12 TCN1 TDRD7 TFPI TFPI2 TM4SF1 TOP2B TRIM14 TTC39A UBA3 UBE2L6 USP18 UTP14A WIPF1 ZBTB10 ZNF107 ZNF140 ZNF43 ZNF652 ZNF84 MEK_UP.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEK_UP.V1_UP ABCC3 ABCC4 ABCG1 ACSL1 ADGRL2 ADM AGAP1 AKR1B10 AKR1C2 AKR1C3 ALDH1A3 ALDH3A1 ALDH4A1 ANGPTL4 ANOS1 APOD AQP3 AREL1 ARHGDIB ARL4C ARRB1 ASPH ATXN1 B3GNT3 BACE2 BCAM BCL3 BMP7 C1orf115 CADPS2 CAMK2N1 CAPN2 CAPN5 CBLB CCNJL CDC42BPB CEACAM5 CEACAM6 CEMIP CHKA CHST11 CLDN4 CLDN9 CLMN COL5A2 CORO1A COTL1 CRAT CRLF1 CSGALNACT1 CUEDC1 CXADR CXCR4 CYP1A1 CYP1B1 DBNDD1 DBNDD2 DUSP4 EDN1 EFHD2 EGLN3 EHBP1L1 ELL2 ENO2 EPAS1 EPHA1 EPHA2 EPHX1 ERO1A ETV5 F2RL1 FADS2 FERMT2 FGB FGFR3 FHL1 FLVCR2 FOSL1 GABBR2 GAL GALNT12 GCNT1 GDF15 GNE GOLM1 GPX2 GPX3 GRAMD2B GUCY1B1 IGF2BP2 IL4R INAVA ITGB4 KCNN4 KLF4 KRT7 KRT81 L1CAM LAMC1 LGALSL LHFPL6 LIMCH1 LOXL1 LRP5 LRP8 MALL MAOA MAP3K9 MEF2C MICAL2 MPZL2 MXRA7 MYO1D MYO5A NEDD9 NME4 NPC2 NT5C2 NT5DC2 NUMB OPN3 OTULINL PACS1 PACSIN3 PARM1 PCDH1 PCDH9 PDK4 PDLIM7 PEG10 PKIA PLAU PLPP1 POR PPARG PPP1R13B PRKCH PTGER4 PTK7 PTMS PTOV1 PTPRE PTPRU RAB5C RAB8B RAI14 RAI2 RFTN1 S100A6 S100P SAMD4A SCAMP4 SCCPDH SDCBP SEPTIN10 SGCE SGPP1 SH3GLB2 SIX2 SLC12A2 SLC2A10 SLC2A6 SLC6A6 SLC7A11 SLC9A6 SORL1 SPAG1 SPTBN2 SPTLC2 ST3GAL4 ST6GALNAC2 STIP1 STRN4 TBC1D8 TGFB1I1 TGFBI THEM6 TIMP2 TMPRSS4 TNFAIP8 TNFRSF11B TNFRSF21 TNS3 TP53I11 TRIM29 TTC9 TUBB2A ULBP2 UPK1A UPK2 UPK3B VASP VWA1 WNT11 ZFTA MEL18_DN.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEL18_DN.V1_DN A2M AK1 ALDH6A1 APOE AQP3 ASIC2 ATXN3 B3GAT1 BAALC BAG3 BLNK BST2 C1orf54 CA2 CCKAR CDH10 CDH22 CFAP20 CHN2 CLIP3 CNMD COL14A1 COL9A3 CRABP1 CRABP2 CREM CRIP1 CUX2 CXCL14 DDC DDX60 DIO2 DIRAS3 DLK1 DMD DOK5 DPYD DUSP2 EBF2 EEF1A2 EFHD1 EGFL6 EGR1 EPB41L3 EPHA3 ESRP1 EYA4 FANCF FOS FRMD4B GAS2 GAS7 GLS2 GNG7 GPD1L GPR137B GPR88 GTF2A1L GTF2I GULP1 H4C8 HOXB13 ID2 ID4 IFI27 IFI6 IFIT1 IFIT2 IFITM1 IL1R1 IRF9 JUP KANSL3 KCNJ16 LY6E MAF MAOB MAP7 MCTS1 MIA MPPED2 MVP NDRG2 NMNAT2 NTS OAS1 OLFM4 OSBPL10 PCDH8 PCGF2 PCP4 PDE4B PDE5A PDE7B PDLIM5 PEG3 PENK PHYH PID1 PIK3C2B PKP2 PLCB1 PLEKHA4 PLGRKT PLN PNMA8A PPARGC1A PROM1 PRPF6 PTER RBP4 RGS2 SCNN1A SELENOP SEMA3E SERPINI1 SH3BGRL SIM1 SKAP2 SLC16A4 SLC17A6 SLPI SMR3B SNCAIP SOCS2 SOX2 STK17B STON1 SULF1 SYT17 TCAF1 TCEAL2 TENT5A TFAP2A TMEM176A TMEM176B TMOD1 TRAPPC6A TRIM2 TSFM TSPAN1 UBE2L6 UNC5C VAV3 VPS8 WFDC2 ZCCHC24 MEL18_DN.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEL18_DN.V1_UP ABCC5 ABLIM3 ADAM12 ADAM19 ADGRE5 ADM AGRN ARL4C ASPH ATP13A2 BDKRB2 C2CD2 C2CD2L C3AR1 C3orf52 CA12 CACNG4 CCN4 CCND1 CD83 CDCP1 CDH13 CHST11 CHST2 CHST3 CLDN1 CLSPN COL13A1 COL16A1 COL7A1 CPA4 CRISPLD2 CSF1 CSF2 CSPG4 CTSS CXCL1 DDIT4 DDX11 ECM1 EDN1 ENTPD6 EPHA2 ERO1A F3 FADS3 FAP FGF21 FJX1 FOSL1 FURIN FZD6 GAL GDF5 GFPT2 GNB3 GPR3 GREM1 HAS2 HBEGF HLA-DQA1 HS3ST3A1 IL7R INHBA INHBE ITGA3 ITGA4 ITGA5 ITGB8 ITPR3 JAG1 KCNJ15 KCNN3 KIF21B KMT2A LAMB3 LCP1 LHFPL2 LIF LPL LRIG1 LTBP4 MEOX1 MICA MICB MMP15 MMP7 MT1F NRP1 NRP2 NT5E P2RX5 P3H3 PAPPA PDCD1LG2 PIEZO1 PLAT PLAUR PLXNA1 PMEPA1 PTHLH PYGB RREB1 SIK1 SLC16A6 SLC19A1 SLC1A4 SLC1A5 SLC22A4 SLC29A1 SLC2A6 SLC6A9 SLC7A11 SLC7A5 SLCO2A1 SLCO4A1 SND1-IT1 SPP1 SRPX2 STC2 STEAP3 STX1A SUN2 TAP1 TEK TFEC TGFB2 TGFBR3 TIE1 TMEM51 TNFAIP6 TNFRSF8 TNFRSF9 TNFSF9 TYRO3 VEGFA VEGFC VLDLR VNN1 WNT5B ZC3H12A MTOR_UP.N4.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MTOR_UP.N4.V1_DN ACTR8 ADORA2A ADPRM AHSA2P ANGEL2 ANKRD36B ANXA5 ARID5B ATF1 ATF7IP ATP6V1G2 BAALC BBS1 BCKDHA BCOR BIN2 BRIP1 BRWD1 BTG2 C1orf56 CAMK2N1 CARF CBFA2T3 CBX7 CCDC28A CCNE1 CCNG2 CD1A CD1B CD1C CD1E CD52 CEP135 CEP295 CEP68 CHIC2 CLK1 CLK4 CLN5 CRBN CUX1 CYP2E1 DACH1 DCAF16 DMXL1 DNTT DPY19L2P2 ECHDC2 EFHC1 ELAC1 ELF2 EOGT EPM2A ERAP1 EVI2A EVI2B FAIM FAM13B FAM200C FBLN5 FBXL4 FOLR1 FRAT1 FRAT2 GALNT6 GALNT7 GARRE1 GCC2 GIMAP6 GPA33 H1-0 H2AC17 H2AC6 H2BC12 H3C10 HBP1 HES1 HHAT HHLA3 HOXA7 HSD17B11 HSPBAP1 IFT140 IGBP1 IKZF2 ING4 KAT2B KCNJ5 KMT5B KRBOX4 LINC00342 LONP2 LRRC37A LRRC37A4P LTB LZTFL1 MACF1 MAML1 MARCHF8 MARF1 MEPCE MIS18BP1 MME MNT MPHOSPH8 MRE11 MSANTD2 MXD4 NEAT1 NFE2 NR1D2 PBXIP1 PCMTD2 PCNX2 PDCD4 PLCL1 PNRC1 POLH POLR2J4 PTPRCAP RAD51B RAG1 RAG2 RCOR3 REL RNF44 RPS28 RYR2 S1PR1 SCN3A SENP6 SENP7 SLC23A2 SLC2A11 SLC35D1 SLC41A3 SMPD3 SOGA1 SOS2 SPATS2 SPRY1 SRGAP2 ST18 ST8SIA4 STMN3 SYF2 SYNE2 TFPI TM7SF3 TMEM250 TMEM260 TMEM80 TNRC6B TPM2 TPP1 TRA2A TRAT1 TRIM23 TRIOBP TRMT1L TXNIP VEZF1 VNN2 WDR45 XYLT1 YPEL5 ZBTB16 ZBTB20 ZFTA ZNF117 ZNF124 ZNF14 ZNF180 ZNF268 ZNF271P ZNF277 ZNF34 ZNF394 ZNF443 ZNF544 ZNF682 ZNF711 ZSCAN26 ZXDC MTOR_UP.N4.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MTOR_UP.N4.V1_UP ABHD6 ACACA ADAM9 ADARB1 ADM ANXA3 APOL6 ARG2 ARL3 ARL4A ASCC1 ASNS ASPHD1 ASS1 ATF3 BATF BCAT1 BCHE BHLHE40 BNIP3 BSPRY C8B CALML4 CAMKV CARS1 CASR CCDC86 CD79B CDK16 CEBPB CEBPG CHAC1 CHORDC1 CHUK CLIC4 CLPB CNIH4 COASY COQ2 COX10 CTSG CUTC CYTL1 DBN1 DDIT3 DDIT4 DDN DHCR7 DLEU1 DNMT3B DOK2 DSCR4 E2F5 E2F6 EAF2 EBNA1BP2 EIF2B3 EIF4EBP1 ELOVL6 EMC2 ETNK1 FAH FAS FBXW10B FGF1 FKBP11 GALE GALK2 GAS2L1 GBE1 GCH1 GFPT1 GH1 GK GK3 GLRX2 GOT1 GPR65 GPRC5C GRM2 GTF2E2 GUCY1A1 HERPUD1 HYAL3 IDH1 IDH3A IFI30 IFRD1 IL21R IL7R ISOC2 ITK ITPR1 KIF21B KLHL7 KYAT1 LARS2 LDLR LGMN LHX2 LIMA1 LPCAT4 MAP1A MARS1 MAST2 MCPH1 MFAP4 MGAT4A MIPEP MRPL22 MRPL39 MRPL58 MSMO1 NANS NFIL3 NIBAN1 NME7 NQO2 NUP155 OGN OPCML OPN3 OPRL1 PAK1IP1 PANK3 PCCA PCK2 PDHX PDXK PECAM1 PFKM PHACTR2 PHGDH PIR PJA1 PLCB1 PLS1 POLR3G PSPH PTPRK PTS PUM3 PYCR1 RABEPK RBM28 RIMS3 RIT1 RPAP1 RRP12 RRP15 RRP9 SAR1B SARS1 SDF2L1 SEC24D SLC1A5 SLC25A32 SLC31A1 SLC39A14 SLC39A4 SLC3A2 SLC43A1 SLC4A1AP SLC6A6 SLC6A9 SLC7A11 SLC7A5 SLCO4A1 SPRED2 SQOR SREBF1 SSTR2 STN1 STX4 SYNPO TBRG4 TFPT TIMM44 TM6SF1 TMEM135 TRAF3IP2 TRIB3 TRPM6 TSC22D3 TSNAXIP1 TUBB2A UGCG ULBP1 USH1C VARS1 VEGFA VLDLR VPS33B VPS54 YRDC ZPR1 MTOR_UP.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MTOR_UP.V1_DN ABCA1 ACKR3 ADAMTS8 AOC3 AQP5 ARTN B3GALNT2 BACE1 BBS2 C1QTNF4 C1R C2 CCDC134 CCT6B CDC42BPA CES3 CHRD CHST12 CIRBP CLCA3P CLPX COL11A2 COL20A1 COQ8A CPE CRY2 CSAD CSDC2 CSGALNACT2 CSRP2 CTNS CXCL1 DDIT3 DENND1A DNASE2 DNMBP DPEP1 DTX2 DUSP1 EDRF1 EFEMP2 EXOSC1 FAH FANK1 FBXO32 FN3K FXYD1 FZD9 GDPD2 GEMIN2 GRAMD1A H1-10 HIGD1C HLA-DQB1 HOXB5 HSD17B1 HSPA1A HTRA1 HYAL3 ICOSLG ID2 IFITM1 IFT172 IGF1 IRS2 ISL1 ITIH5 KAT6B KCNC1 KCNH3 KCNK3 KCNQ1 KLF2 KRT15 KRT5 L2HGDH LIFR LTBP1 MAX MED12L MESP2 METTL27 MFAP2 MIF4GD MLLT1 MMAA MOXD1 MYC MYCN MYH11 MYOC MYZAP NCAM1 NCF4 NELL2 NFIL3 NFXL1 NGFR NR1D1 NR1D2 NTHL1 OLFML3 OSGIN1 OSMR P3H4 PALD1 PDE10A PDE4B PDE6G PDE6H PDE9A PDGFA PDIA5 PDLIM3 PHAX PHC1 PHF1 PHIP PI16 PLEKHA5 PLTP PPP1R14A PPP1R3C PRDM4 PRSS23 PTGER4 PTGIS PTPRS QPRT RASD1 RBP1 RCE1 RFTN2 RNF41 RRM2B S1PR3 SASH1 SCARA3 SERPIND1 SH2D1B SH3BGR SIX5 SLC12A4 SLC25A28 SLC2A4 SLC33A1 SLC39A13 SLC44A1 SLC6A20 SLIT3 SMARCD3 SNHG11 STMP1 STX1A SULT1E1 SULT2B1 SYF2 SYN2 TBC1D17 TCF3 TGIF2 TH THBS3 TMEM186 TNIP2 TNNC2 TNS2 TREM2 TSPAN4 UBR3 UBXN2A UGGT1 UNC119 UPB1 VSIG2 WDTC1 WFDC1 WIF1 XDH ZMYM5 ZNF213 ZNF746 MTOR_UP.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MTOR_UP.V1_UP ABCA2 ADORA2B ADRA1B ADRA2B AK4 ALDOC ALPK2 ANKRD33 AP2B1 APOOL ASB11 ATF3 ATXN7L1 BACH2 BDH1 BID BLK BST2 C9 CAPN12 CCAR2 CCDC86 CCL5 CD300LD CDC20 CDH17 CDK1 CDKN2B CMA1 CMBL COA7 COMTD1 COQ4 CPPED1 CTRB1 CYP26A1 CYP51A1 DBF4 DHCR24 DHCR7 DLG4 DUOXA1 EEF1E1 ELF5 ERN1 FABP5 FAM131A FAM3B FDFT1 FDPS FGFBP1 FNDC7 FOXI1 FTMT GABRG2 GCH1 GGACT GPX2 GSDMA GSDMC GSDME GSS H2BC17 H6PD HELLS HIVEP3 HMGCS1 HMOX1 HSD17B13 HSPE1 HTT IDH3A IDI1 IFI30 IFI35 IFIT1 IFIT2 IGLL1 IL18RAP IL27RA INTS3 ISYNA1 JPT1 KCNE3 KCNK4 KIF9 KRBA1 LDHC LDLR LGALS3 LIPG LSS LTV1 LYPD8 MAK MBL1P MCM5 MCM6 MGARP MRTFB MS4A7 MSMO1 MSX2 MTHFD1 MYO7B NABP1 NEIL3 NIPSNAP3A NKAIN1 NQO2 NSDHL NTSR1 OAS2 PAFAH2 PCDHB5 PCNA PCYT2 PDK1 PFKP PLAT PPAN PRAF2 PREP PRKCA PSAT1 PTPN14 PYGL RANBP9 RCOR2 RD3 RETREG3 RGS11 RIOX2 RRM2 S100A14 SC5D SCGB3A2 SEPTIN9 SERPINB5 SIGLEC1 SLC22A7 SLC2A1 SLC41A3 SMTNL1 SP100 SPRR1A SQLE STARD4 STEAP1 STMN1 TARS2 TCF19 TESC TFRC TG TIPIN TMEM106A TMEM40 TMEM53 TMEM97 TMPRSS4 TNFRSF12A TPH1 TRMT5 UBE2C UHRF1 USP18 VIP ZNF518B MYC_UP.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MYC_UP.V1_DN ABHD3 ACAT2 ADGRF1 ADHFE1 AGER AGO4 AKR1C3 ANGPTL4 ARRDC3 ASAP3 ATL1 ATXN7L3 B9D2 BANF2 BCAR1 BCL9 BCO2 BMAL1 C11orf80 C16orf74 C1orf159 C1orf54 C20orf181 CA7 CCDC82 CCL20 CD1D CDCA8 CDKL5 CLCA4 CLIP2 CLSTN3 COP1 CPNE2 CXCL3 CXXC1P1 CYP4F29P DEPP1 DSG1 DUSP18 EREG FBXO27 FGD2 FGD6 GALNTL6 GAMT GAS2L2 GBP3 GINS1 GJB5 GPRC5A GRHL1 GRID1 H2AC6 HEG1 HIP1 HOXB2 HOXC4 IL18 IL1R1 IL6 IRAK2 IRGC JOSD1 KATNAL1 KLF12 KMT2D KRT80 KRTAP2-1 LIF-AS2 LINC00173 LINC00293 LINC00842 LMNTD2-AS1 LMTK3 LYPD3 MAP3K6 MCHR1 MEG3 MEGF6 MGARP MICAL1 MIGA2 MISP MMP1 MMP3 MMP9 MN1 MST1L MTMR11 NBEAL1 NDUFV1-DT NGFR NID2 NR6A1 NRP1 NTF4 NYNRIN OR2A7 OSBP2 PAK3 PBX3 PBX4 PC PCDHB4 PDK2 PDZD2 PJA2 PLAT PLEKHA2 PLEKHG2 PLK1 PLK5 PODN POGZ PPARD PPM1N PRRT2 PRSS33 PSMC3IP PTK2B PTPRE RAB4B RAP1A REC8 RHBDL2 RNASE4 RNF152 RNF19A RUSC1-AS1 S100A8 S100A9 SAMD9 SANBR SDR16C5 SERPINB1 SKIL SLC6A1 SLC6A14 SLITRK6 SMURF1 SPNS3 SPOCD1 SPRR1B SPTB SRGAP2B SRGAP2C STPG1 SYNE3 SYT1 TEP1 TGM2 TGM5 TLR2 TNFAIP2 TP53INP1 TRIM56 TRPM4 TTC7B TUBA1A UTS2R VAMP1 WDR47 WNT5B WNT9A ZBED2 ZFTA ZNF236 ZNF334 ZNF414 ZNF467 ZNF789 MYC_UP.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MYC_UP.V1_UP ABCC4 ABCC6P2 ADGRE2 ADISSP AGPAT3 AHSA1 ALG3 AMPD2 ANO2 APOA4 B3GNTL1 C19orf48P C5orf46 CALML4 CAMKMT CAPS CCDC124 CCDC78 CD320 CDCA7L CFAP70 CGREF1 CHCHD10 CHKA COQ8A DCAF4 DCTPP1 DDX10 DENND2D DGAT2 DGKD DIS3L DLL3 DPP7 DPYSL5 DUSP2 ECE2 EEF1AKMT1 EEF1E1 ESF1 EXOSC5 EXOSC9 FAM216A FAM86C1P FARSB FOS FUT5 GEMIN5 GLRX5 GLS2 GP2 GPD1L HLF HP HS3ST3A1 HS6ST2 HSPA6 HSPBAP1 HSPE1 ICAM5 IL17D IPO4 ISOC2 ITPR1 JPH1 KICS2 KLF16 KLRG2 LAS1L LELP1 LHX6 LINC00628 LINC00951 LRRC61 LYPD6 MBLAC2 METTL1 MICU1 MMP16 MMP25 MNT MON1A MPHOSPH10 MRTO4 MTERF3 MTFP1 NDUFAF4 NEFH NFIA-AS1 NIP7 NLE1 NOC4L NOL6 NOP14 NR2C2AP OAF OR10H1 OR7C1 P2RX5 P3H4 PCDHB18P PCOLCE2 PCOTH PES1 PIGW PIM2 PLA2G4A PLD6 PMM2 POLR1E POLR1G PPRC1 PRAP1 PRELID3A PRMT3 PRR3 PRR7 PUS1 PUS3 PUS7 PUS7L QSOX2 QTRT1 REPIN1 RPP40 RPTOR RPUSD4 RRP12 RRP15 RRP9 S100A10 SAC3D1 SCFD2 SHISA9 SIX3 SLC19A1 SLC25A15 SLC25A22 SLC25A25-AS1 SLC25A26 SLC27A2 SLC29A4 SLC6A15 SMYD5 SORD SPATC1L SPPL2C TAF4B TAF5 TDRD10 TECTB TFB2M TGFBRAP1 TMEFF2 TMEM132B TMEM201 TMEM97 TOP1MT TRMT1 TRNAU1AP TSFM TSSC4 TTYH2 TWNK UBE3D UBIAD1 UNG USE1 UTP14A UTP15 VPS9D1 VWA3B WDR4 WDR43 WDR83 ZNF215 ZNF420 ZNF549 ZNF593 ZNF667 ZNRD2 NFE2L2.V2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NFE2L2.V2 ABCB6 ABCC2 ABHD4 ACKR3 ACOT11 ACP7 ACTL8 ACVRL1 ADAMTS12 ADGRE3 ADH6 ADRA1A AGT AIFM2 AKR1B1 AKR1B10 AKR1B10P1 AKR1B15 AKR1C1 AKR1C3 AKR1C4 ALB ALDH3A1 ALDH3A2 ALDH7A1 ALOX12P2 AMBP ANKS6 AQP4-AS1 ARHGAP28 ARHGAP8 ASF1A ASIP ASNS ATP5MC3 ATPAF1 AXIN2 B4GALNT1 BCAN BCAS1 BCAT1 BCL2L11 BRINP3 BRIP1 C11orf52 C1GALT1P1 C1S C1orf21 CALCA CAMK1 CAMK1G CAMKK1 CBR1 CBR3 CBS CCDC138 CCL17 CCND3 CD101 CDC45 CDH12 CDKN2B CEACAM7 CFAP97 CFI CHAC1 CHRDL2 CIB4 CKAP4 CNTNAP5 CPLX1 CPLX2 CPN1 CPXCR1 CRTAP CSTA CXCL12 CYCS CYLC2 CYP4F11 CYP4F12 CYP4F2 CYP4F24P CYP4F3 CYP4F8 CYP8B1 DBF4 DBF4B DDC DDX43 DEFB1 DEFB119 DGKG DHFR DIPK1A DMD DNAH8 DPPA2 DRD5 DUSP13 ECM2 ECPAS EFCAB11 EFCAB14 EIF1AX EIF2S2 ELAPOR1 ELAVL1 EMP2 ENSG00000267260 ENSG00000267882 ENSG00000290941 ENTPD6 EPHX1 ESCO2 ESR2 ETNPPL F2RL2 F5 FAM167B FAM86DP FASLG FAT3 FECH FERMT1 FGA FGF7 FGF7P2 FGG FGL1 FLT1 FNDC9 FTH1 FTH1P16 FTH1P20 FTH1P3 FTHL17 FTL FTLP2 FUT1 FXYD7 FZD7 G6PD GAS2 GAS7 GCKR GCLC GCLM GCNT3 GGA2 GLA GLP2R GNE GOT1L1 GPC1 GPCPD1 GPNMB GPR135 GPR174 GPR32 GPT2 GPX2 GRM5 GRPR GSR GSTA2 GSTA5 HAO1 HDAC9 HECW1 HGD HIGD1B HJURP HLA-DOA HLA-DOB HLA-DQB1 HMOX1 HPDL HPN HRG HRK HSPB3 HTATIP2 HVCN1 HYAL4 HYDIN ICMT IDE IDH1 IGFBP3 IL10 IL17A IL18R1 IL3RA IMPACT IQGAP2 ITGB8 JAKMIP3 JDP2 KCNE4 KCNQ2 KIAA0040 KIAA0232 KIAA0319 KIF5C KIT KPNA5 KRT8P41 KRTAP4-1 L1CAM L3HYPDH LANCL3 LCN2 LEF1 LEP LILRA5 LINC01963 LINC02914 LOXL3 LRP8 LRPPRC LY86-AS1 MACC1 MAFG MAP2 MARS1 MC2R MCF2L-AS1 MCM10 MCM3 MDFIC ME1 MED29 MELTF METAP2 METTL3 MGST1 MMP7 MOG MPP3 MPPED2 MRAP2 MRO MTBP MTHFD2 MTHFD2P1 MUC5AC MYL2 NAP1L1 NAV2 NCF2 NDUFC2 NEDD4 NEIL3 NFE2L2 NFE4 NINJ2 NKPD1 NLN NMRAL2P NQO1 NQO2 NR0B1 NR1I2 NRCAM NRG4 NSD2 NT5DC1 NUMBL NUPR1 NUTF2 ODF3L1 OFCC1 OR10H3 OR56B1 OR6K2 OR8H1 ORC1 OSCAR OSGIN1 OSTF1 P2RY6 PA2G4 PA2G4P4 PALLD PANX2 PARL PATJ PCK2 PCSK6 PCSK9 PDE6B PDZK1 PEG3 PFN2 PGD PHGDH PHLDB1 PIP PIR PLXND1 PNPLA4 POM121L12 POU3F3 PPAT PPFIA2 PPIA PPIAP22 PPIAP31 PPIF PRG4 PRR36 PRR5 PRR5-ARHGAP8 PRSS38 PRSS53 PSAT1 PSAT1P1 PSAT1P3 PTDSS2 PTGR1 PTPMT1 PTPRD PTPRZ1 RAB15 RAB42 RABL3 RANP6 RDM1 REEP1 REPS2 RESP18 RET RFX4 RHBDL3 RHEX RHOXF2 RIMKLA RNF212 RPL22L1 RPLP2P1 RRM2 RTKN2 SCARA3 SCGB1D1 SCUBE1 SDS SEMA3G SERPINA12 SF1 SFN SFTPA1 SHISA2 SHMT1 SIAE SLC15A1 SLC1A4 SLC2A4 SLC2A9 SLC47A1 SLC48A1 SLC5A11 SLC6A6 SLC7A11 SLCO2B1 SLCO4C1 SLF2 SMAD9 SMC5 SMG6 SMIM22 SMPX SNTG1 SOX2-OT SPACA1 SPART SPDYE3 SPN SPP1 SPPL2B SPTB SQSTM1 SREBF1 SRGN SRI SRXN1 ST8SIA2 STAT4 STATH STC2 STXBP5L STYK1 SUB1 SULT1E1 SUV39H2 SYK TALDO1 TDO2 TECRL TERT TET1 TEX19 TF TFRC TKT TLR4 TM4SF20 TM9SF3 TMEM174 TMEM18 TMEM237 TMEM64 TNFRSF11B TNFSF15 TNIP3 TP73 TPD52L1 TPPP3 TREX1 TRIM16L TRIM29 TRIML2 TRPC2 TSKU TSPAN7 TXNRD1 TXNRD3 TYR TYRL UBE2D1 UBE2D4 UBE2N UBXN10 UCHL1 UGDH UGT1A1 UGT1A10 UGT1A3 UGT1A4 UGT1A5 UGT1A6 UGT1A7 UGT1A8 UGT1A9 UNKL USP6 VEGFD VIL1 VPREB1 VSIG1 VTN WDHD1 WDR87 WNT11 XYLB ZC3H12D ZIM2 ZNF135 ZNF143 ZNF326 ZNF367 ZNF429 ZNF430 ZNF486 ZNF649 ZNF714 ZNG1A ZNG1F ZSWIM6 NOTCH_DN.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NOTCH_DN.V1_DN ABCA1 ABCB9 ACADL ACKR3 ADTRP AIPL1 ALLC AMOTL2 AOPEP ARHGAP6 ARSD ATP8B3 BAIAP2 BBOX1 BCAS1 C3AR1 C3orf18 CA2 CA4 CA8 CAPN10 CCDC70 CCDC81 CCNK CD209 CD27 CD82 CEL CHIA CHRND CHST1 CIDEB CLIC2 CLSTN3 CNGB3 COQ8B CPNE6 CR2 CRH CRHR2 CRMP1 CST1 CXCR3 CYP4F2 CYP7B1 DCLK2 DDX4 DIO2 DLK1 DNAJC3 DOC2A DRAM1 E2F2 EPB41L4A FAIM FAM30A FAT2 FCGRT FCN1 FMNL2 FSTL3 FUT3 GABRG3 GGTLC1 GNAT3 GPR15 GPR32 GPR65 GPR68 GUCA2A GUCY1A1 GZMB HCRT HES1 HLA-DRA HOXA3 HS1BP3 ICOS ID1 ID4 IFI30 IGLC2 IL11 IL26 IL7R INSM1 IPO8 ITGA7 ITGA9 KCNA1 KCNA5 KCNE1 KCNN1 KLF15 KLF2 KLHL12 KRT9 LGALS4 LHX6 LINC01140 LMTK2 LPAR6 LRP4 LY6G6C LY6G6E LZTFL1 MAGEC3 MAPK13 MMP25 MRM1 MYCN MYO1A MYO1D MYO1E MYO7B NID1 NOTCH3 NSUN6 OGDH OPRPN OR2H1 ORAI2 ORM1 PBOV1 PGLYRP1 PHKG1 PKD2L1 PLAT POF1B PPARGC1A PPFIA4 PPIEL PSPN PTCRA RAB3IL1 RAMP2 RASSF8 RCBTB2 RHO RPL39L SAMD4B SCNN1A SELE SEMG2 SERPINE1 SH3TC1 SHC2 SHCBP1L SLC28A3 SLC45A2 SLN SLPI SNED1 SP140 SPANXC SPRR2B SPRY4 SUSD4 TBC1D29P TBX3 TFPI2 TM4SF20 TMEM132A TMEM92 TMPRSS6 TNFRSF8 TNFSF10 TRGV7 TRPC3 TRPV6 TUBB2B UTF1 VEGFD VN1R1 VNN2 VPREB3 WIF1 ZBTB16 ZC3H12A ZFP37 ZNF221 ZNF74 ZSCAN5A NOTCH_DN.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NOTCH_DN.V1_UP ABTB2 ADAMTS1 ADAP1 ADGRG1 AMPH ANGPT4 ANGPTL7 ANKH ANXA2P3 ASB9 ATP1B2 ATP8A1 BARX2 BBS10 BTG2 C6orf15 C8B CA5B CALB1 CASKIN2 CAVIN2 CCNA1 CCNP CDC37L1 CDHR1 CDHR2 CDKAL1 CDKL1 CDKN1A CHRNA4 CHST8 CIB2 CLDN16 CLMN COL4A1 CPA2 CPB1 CPEB3 CRIP1 CRYBG2 CRYGC CRYM CTDP1 CTF1 DAAM2 DCLRE1A DGKE DGKI DHX32 DLGAP1 DPT EFNA3 EPN3 ESM1 ETNPPL FAM215A FARP2 FGF13 FGF16 FKBP9 FLT3 FOXP3 FYB1 GABRR1 GDNF GNG11 GPRASP3 GRIN1 GSN-AS1 GSTA3 GTF3C5 GUCA1B HABP4 HHLA2 HMOX1 HPCAL4 HSPA1A HTN1 IFIT1 INAVA INPP1 IQCC ITPKC KCND1 KCNH2 KCNK12 KCNN4 KIF13B KLHL21 KLHL26 KLRD1 KRT18 KRT8P12 KSR1 LCE2B LDOC1 LHCGR LINC01565 LMAN1 LMO3 MAP3K1 MAP3K2 MEFV MFSD6 MN1 MTG1 MYF5 NAA80 NEU2 NEUROG3 NME5 NPTX1 NPTXR NPY6R NR6A1 NYNRIN OR10H3 P2RX3 P2RY1 P3H3 PAIP2B PF4V1 PIAS3 PIM2 PKDREJ PLA2G7 PNPLA3 PPEF2 PPP1R13L PRKACA PRKG1 PROC PRSS50 RAB23 RAG1 RAG2 RANBP17 RASGRP1 RDH5 RFPL1 RGS2 RHCE RNF39 RP2 RPS6KA4 RRAD RUNX2 S100A8 SCN8A SCTR SETD1A SLC17A9 SLC30A10 SLC39A4 SLC5A1 SLC5A4 SLC6A14 SLC9A7 SPTBN2 SRGAP2 SSH3 STARD8 STAT2 SYT12 TENM1 TFDP3 TGFB1I1 TGFBR1 TLX1 TMEM59L TMEM74B TNFSF8 TNNI3 TNS1 TPPP TTC21B TUBBP5 UPB1 WDR7 YBX2 ZBBX ZNF112 ZNF230 ZNF507 ZNF671 ZSCAN31 NRL_DN.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NRL_DN.V1_DN ABCB4 ABCC9 ABHD3 ACBD6 ADGRA2 ADRB1 ADRB2 ALDH2 AP2B1 ARHGDIB ARPC3 ATE1 ATOH7 ATP2A1 BAX BBX BMP15 BMP5 BSPRY BST2 C11orf52 C14orf132 CALCA CASP7 CCKBR CCL2 CDT1 CLCA3P CLIC1 CLIC4 CLPB CNGB3 CPLX2 CRYBG3 CTBS CTH DIXDC1 DNAJC9 DPP8 DYNC1LI1 DYSF ECE1 ELK3 ELOVL2 EN2 EPM2AIP1 ERMAP EYA1 FABP7 FKBP9 GABRA2 GGT7 GJD2 GLRA1 GLRA3 GREB1 GSDME GTF2I GULOP GZMM H2BC27P HARS2 HES5 IFITM10 IL17D INPPL1 JAM3 KIF5C LAMTOR2 LMNB2 MAP6 METRN MFNG MOGAT1 MOXD1 MYOCD NFKB1 NOXO1 NR4A1 NSG1 ORAI1 PALS2 PARVG PDE1C PDIA3 PECAM1 PIK3AP1 PLAAT1 PLEC PLEKHH2 PNP PRDM1 PRKCQ PRMT1 PTPN13 QSOX1 RAB8A RASA2 RASGRF2 RETREG3 RGL3 RGS20 RIOX2 RNASE4 RNF149 RNF25 RXRG SALL3 SLAMF9 SLC25A13 SLC7A3 SLC8A3 SMPDL3A SOCS3 ST3GAL3 SUPT16H SWSAP1 TC2N TMED9 TMEM158 TNPO2 TOM1L2 TRAPPC3 TRIM17 TSPAN33 TTLL1 TUFT1 U2AF1 USP25 WDR31 WWC1 ZNF146 NRL_DN.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NRL_DN.V1_UP ACVR2B AHRR ALPL APC2 AQP1 ARG2 ARHGAP10 ARMC1 ATP8A2 B4GALT1 BBS9 BCL2L11 BCL3 BICDL1 BST1 CALN1 CALU CCN4 CCNA2 CDK5R2 CDR2 CLDN23 CNGA1 CNGB1 CNOT3 COL19A1 CRYGA CSDC2 CTIF DHRS3 DIRAS1 DPF3 DUSP14 EBPL EDN2 ELAVL3 EML3 ESRRB EXT1 FAIM FOXH1 GADD45A GALNT10 GALNT7 GAS7 GNAT1 GNB1 GPR15LG GPSM2 GRIK5 GRIP1 GRTP1 HAS1 HIC2 IGFBP5 IL1F10 IMPG1 IRF6 KCNB1 KCNJ14 KCNN4 KLHL36 KMT2A KMT2C LAD1 LLGL2 LMO1 LRRC2 MC1R MEF2C MKNK1 MLF1 NGDN NLGN2 NME4 NR2E3 NRL NUF2 NXNL1 PCOLCE PDE6A PDE6B PDIA5 PDZPH1P PLA2R1 PLAGL2 PLEKHA2 PLEKHF2 PLPP2 POLG2 POLR2A PPARA PPARGC1B PPP1R3A PRM3 PROSER2 PTPRCAP REEP6 RFX2 RHBDL3 RHO RHPN1 RNF207 SAMD11 SAP30 SCN2A SEC14L2 SEMA4G SH2D1A SHISA2 SLC16A6 SLC24A1 SLC26A8 SLC29A2 SNTA1 SNTB2 SNTG2 SOX15 SPEN ST3GAL1 ST8SIA1 STARD10 STK17B STK35 STYX SUPT6H TAOK3 TCP11 TFF3 TNFAIP2 TNFAIP3 TNNT2 TRPC1 TTC39C ZC3H3 ZDHHC6 ZFP36L2 P53_DN.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/P53_DN.V1_DN ABCA4 ABCC2 ACADS ACP5 ACTA2 ADA ADAM23 ADCY1 ADRA2C AJAP1 AKR1B1 ALDH1A1 ALX1 APOC1 APOC2 ARHGEF10 ARMC2 ARNT2 B3GNTL1 BASP1 BAX BCHE BCL2A1 BEX4 BTG2 CA12 CA2 CAPN3 CASP1 CBX4 CD1D CD247 CDH1 CDH19 CDKN1A CFI CHGA CHL1 COLEC10 CPS1 CPVL CRYAB CTSK CTSL CTSZ CXCL1 CYFIP2 CYP27A1 DCT DDB2 DDX3Y DOCK2 ECM1 ELOVL2 EPB41L3 ESM1 FABP5 FAM50B FAS FBLN5 FDXR FGB FGG FRMD4B FXYD2 GAL3ST1 GAMT GAPDHS GAS7 GBA1 GFRA1 GLDC GLS GPNMB GPR137B GPR143 GPRC5B GRAMD1B GREB1 GSDME HGD HMOX1 HOXB2 HOXD8 HSPA12A HSPA2 IFFO1 IFI16 IGFBP2 IGFBP7 IL1R1 IL2RB IRF4 ITGA4 ITGAL ITK KANK1 KBTBD11 KCNAB2 KCNJ8 L1CAM LAMA1 LAT LY96 LYRM9 LYST MAL MATK MGLL MIA MITF MLANA MMP7 MTUS1 MYO5A MYOM2 NALF2 NAMPT NAV3 NCALD NDN NEFL NEFM NID1 NINJ1 NR4A1 NR4A3 NRCAM NRP2 NSG1 OAS1 OCA2 PDE1A PDE4B PLA2G4A PLCB4 PLIN2 PLXNC1 PMEL PPM1D PRAME PTPN13 PTPRM QPCT RAD51C RASSF2 RENBP RGS20 RHOQ RPS4Y1 RUNX3 RXYLT1 S100A1 S100B SGK1 SLC16A4 SLC19A2 SLC24A5 SLC26A2 SLC26A4 SLC39A6 SLC6A15 SOCS3 SOX10 SOX4 SPART SPP1 SRGN ST3GAL5 ST3GAL6 ST8SIA1 STAT4 STAT6 STOM TAGLN3 TDRD3 TFPI2 THBD TM4SF4 TNFSF9 TNS2 TP53TG1 TRIM22 TRIM38 TSPAN7 TYR UGT2B7 VCAN VGF VIM VLDLR VPS41 ZFYVE16 ZNF516 P53_DN.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/P53_DN.V1_UP ADM ADORA2B AGR2 AHR AMPH ANKRD1 ANXA1 ANXA2P1 APBB2 AREG ARL4A ASS1 AUTS2 AXL AZGP1 BCAR3 BCL10 BIRC2 BMP4 C4BPB CALB1 CAMK1 CAND2 CAT CCN1 CD24 CD9 CDH11 CDH13 CDK2AP1 CDKN2A CDKN2D CEACAM6 CEMIP CFB CHKA CLDN3 CLIP3 CLTCL1 CNN3 CNR1 COL13A1 COL17A1 COL1A2 COL3A1 CORO2A CPE CRIM1 CRYBG1 CST6 CTAG2 CTNNBIP1 CXADR DAAM1 DHRS3 DKK1 DMD DSC2 DSP EDIL3 EFEMP1 EFNB2 EGFR ELF4 ENPP4 EPCAM EXPH5 F3 FBLN2 FHL2 FOXN3 FYN G0S2 GLUL GP1BB GPSM2 GRIK2 GSTT1 H2AC8 HAPLN1 HDAC9 IFI27 IGFBP6 IL18 INHBB INPP1 IRF1 ITGA2 ITGB4 KAT5 KHDRBS3 KLF5 KLK1 KLK10 KRT15 KRT18 KRT19 LAMB2 LAMP3 LHFPL2 LOXL1 LPCAT4 LRIG1 LRRC42 LSR LTBP1 LZTS3 MAFF MAP3K5 MARCKS MARK2 ME3 MEIS2 MEST MISP MMP1 MSLN MTAP MYCL MYOF NDC80 NEBL NKX2-1 NMNAT2 NMU NR2F1 NR2F2 OIP5 OLFML2A PITX1 PLAU PLCE1 PODXL PPARD PPARG PPL PRDX2 PRSS2 PRSS3 PTK7 PTN PTPRH RABGAP1L RAMP1 RBP1 REEP2 RNASE4 RNF11 RP2 RRAS2 S100P SAP30 SCG2 SCNN1A SCRN1 SDC4 SERPINB5 SH3GLB1 SLC16A2 SLIT2 SMAD6 SMAGP SNHG3 SOX9 SPINT2 SPRY2 SULF1 SUN1 SYNJ2 TACSTD2 TGFBI THOC1 TJP2 TMEM30B TOX3 TPBG TPTEP1 TSPAN8 TUBA4A UCHL1 UGT8 UNC13B UQCRH USP1 VASP VIPR1 YAP1 YES1 ZNF160 ZNF165 ZNF185 ZNF415 ZNF44 ZNF799 P53_DN.V2_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/P53_DN.V2_DN ABCG5 ACOX2 ACSM3 ADAM11 AGPAT3 ALOX5 ANO2 ANPEP ATP4B ATP6V1B1 BCAT1 BCL2L11 BEST1 BMAL1 BMP3 BMPR1B BMPR2 C1orf21 C5AR1 CCNF CDADC1 CENPA CFD CHD1L CLEC4M CLTCL1 CNTF CST4 CYP27B1 CYP39A1 DIO1 E2F2 ELAVL2 ELL2 ENPEP EPHA7 EPHX2 EVC EYA1 FAAH FABP4 FKBP5 FPR2 FRS2 GAD2 GJA10 GMIP GNA13 GPR75 GPSM2 GRK4 GUCY2C GZMM H1-4 H2AC13 HBD HCG9 HMMR HNRNPA0 HOXA11 HOXA2 HOXB3 HOXD13 HP1BP3 HPGD HS3ST3B1 HSF2BP HTN1 IGFBP4 IGFBP6 IL17A ITGA4 KCNIP1 KCNJ8 KCNJ9 LILRA2 LIPE LLGL1 MMP16 MTHFR MYBPC3 NDC80 NFKBIB NKX2-1 NOL3 NPL NPY4R NRXN3 NTF3 NUDT6 PBX2 PCDHB13 PDE6H PER3 PGF PIP PLEK2 PNMA3 PNOC POU3F2 PPIL2 PPP1R17 PRICKLE3 PRMT8 PTGDS PTPN11 QTRT1 RAB17 RAB38 RAB4B RAB8B RAD52 RASAL1 RECK RNF17 RNF2 SCN9A SELL SERGEF SERPINF1 SERPING1 SIL1 SLC24A1 SLC27A6 SLC6A3 SLCO2A1 SMPX SNAI1 SNPH SNTB1 SREBF1 SSTR1 SSTR2 SYT17 TAF12 TDRD1 TINAGL1 TLR1 TNNC2 TP53TG1 TP73 TRPV6 TTR TULP2 ZNHIT2 P53_DN.V2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/P53_DN.V2_UP ADAM12 ALOX5AP AMELX ANGPTL3 ANGPTL4 ANXA10 APOL3 ATP12A AVPR2 BARX2 BAX BFSP2 BPI C4BPA CA3 CACNG2 CCL20 CCL4 CD5L CD68 CD69 CD83 CDH4 CEACAM5 CH25H CHRNA10 CHST8 CLCF1 CLEC1A CNOT9 CTLA4 CXCL1 CXCL12 CXCL2 CXCL5 CXCL6 CXCL8 CYP17A1 CYP2A13 CYP2C8 CYP2D6 DLX6 DPF1 DPYS EML3 ETV5 EVI2A EVX1 FCRL2 FGF22 FOSL2 FOXL2 FPR3 FZD9 GALK1 GP5 GPA33 GSC2 GUCY2D GYPB H1-6 H2AC4 H6PD HAO1 HS3ST2 HTR1E IER3 IKZF1 IL1RAPL1 IL1RN IL36A INPP5D INSL3 INSL4 ITM2A KCNK3 KCNMB1 KRT14 KRT31 LALBA LGSN LRRC32 MAGEC2 ME3 MMP13 MMP17 MMP3 MOG MPZ MT1G NCKAP1L NF1 NFIX NFKBIA NTRK3 NTSR1 OR10H3 OSGIN1 OSGIN2 P2RY11 P2RY6 PCDH1 PCDHA6 PDC PF4V1 PIDD1 PKD2L1 POU2AF1 POU6F1 PPEF1 PRDM11 PRKCE PRRG3 PRTN3 PTK2B PTX3 PYY RELB RFPL2 RFX2 RGR RHD RIPK4 RND2 RNF39 RORC SARDH SDC4 SLA SLC15A2 SLC16A4 SLC38A3 SLC4A10 SPINK1 SPRR1B SPRR2C SYN1 TDRKH TFAP4 TNFAIP3 TNFRSF9 TNNI3K TNR TP53 TPTE TUBB1 WNT3 XAF1 PDGF_ERK_DN.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PDGF_ERK_DN.V1_DN ADM ANGEL1 ANKRD40 APC2 ARF6 ARHGEF16 ASMT ATXN8OS BAG5 BCL10 BCL7B BCL9 BNC1 BPGM BRPF1 BTG1 C2CD2L CCNF CCNG2 CDK2AP2 CDKN1B CDR2L CEBPB CIC CKS2 CNTRL DHX34 DIP2A DNAAF11 DNAJB1 DNAJB9 DTX2 DUSP1 DUSP6 DUSP8 DYRK2 E2F6 EDRF1 EEIG1 EFNA3 EFNB2 EGR1 ERF FADD FAM50B FAM89B FBXL14 FBXL18 FRAT2 FZD2 GIPC1 GRIN2B GTF2B HAUS3 HIC2 HINFP IDUA IL2RG IL7R IRAK1BP1 IRF2 ISL1 ITGB6 JUN JUNB KDM2A KLF10 KLHL25 KRT13 LRRC40 LTBP1 LY86 MAB21L1 MAD2L1BP MAFF MAFG MAP3K3 MAPK3 MBD3 MFSD5 MGAT1 MIR124-1HG MNT MOGS MON1B MORC3 MPPED1 MYC MYCN NCAPH2 NEFH NFIL3 NFKBIA NOP16 OMD PDE4A PDGFRA PER1 PHLPP1 PHOX2B PISD PITPNM1 PKD1P1 PNMT PNRC1 POLG2 PPM1A PPP1R10 PPP2R5B PPP6R1 PPRC1 PRCC PRSS16 PRSS3P2 RHOB RNF139 RTN2 SAC3D1 SCO2 SLC25A44 SLC3A2 SMAD7 SMN1 SMOX SNAPC4 SPRY2 SULT1A1 SUOX TBCC TBKBP1 TBX2 TFIP11 TGIF1 THAP11 TMED5 TMEM11 TMEM115 TMEM131L TNFSF8 TRAIP TRIB1 UNC50 USP33 ZBTB5 ZFP36L2 ZNF202 ZNF324 ZNF500 ZSCAN9 PDGF_ERK_DN.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PDGF_ERK_DN.V1_UP AAGAB ABCC6P2 ACOT11 ACP5 ADCY7 ALDH5A1 ANXA10 ANXA11 ANXA7 AQP3 ATF6 ATXN2 ATXN7 C17orf75 C22orf31 CALML4 CCL25 CCP110 CDC14B CDK6 CEP131 CETN2 CFAP70 CFDP1 CHEK2 CLCN2 CLEC2B CMTR1 COL10A1 COL1A1 CORO2B CPS1 DDN DNAJC7 ELP4 EXOSC10 EXOSC7 EXOSC8 FAM149B1 FCHSD2 FLI1 FSTL4 GALNT3 GAP43 GLRA2 GLRX GNMT GTF2H5 HCRTR1 HDLBP HEBP2 HSPA4L HYAL1 IFNA13 IL12RB1 INHBA KBTBD11 KIFAP3 KIR3DL2 KLK7 LAS1L LEPROT LINC01587 LMAN1 LRCH4 LRPAP1 LUZP2 MAGEA8 MAML3 MAOA MAP2 MID1 MPI MRPS11 MTHFR MVK MYBPC3 MYO1E NAGLU NCKAP1L NDN NDUFS1 NEK9 NEU3 NMBR NOS2 NRG1 NRIP1 NTNG1 NUP160 OCA2 OPRK1 ORC3 OXCT1 PAN2 PAX2 PDIA3 PHLDA2 PKN2 PMP22 PPIC PPIP5K2 PPP1R37 PSMB10 PTGDS RALYL RARS1 RBM3 REST REXO5 RIPPLY3 RPIA RPS20P14 RRBP1 RTCA SERINC1 SERPINB2 SLC39A7 SND1-IT1 SNRNP40 SNRPD3 SNX19 SOX21 SPAG5 SRY ST6GAL1 STX12 SWAP70 TAB1 TAF12 TAF1B TAT TBX5 TCEAL2 THOC2 TNNT2 TP53I3 TRAF5 TSPAN5 TSPAN9 VPS39 XPA ZIC4 ZNF185 ZNF84 PDGF_UP.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PDGF_UP.V1_DN ACADL ACVRL1 ADAM23 ADCY2 ADRB3 ALB ANXA2P2 AOX1 ARSF ARSL ASPH ATP4B ATXN8OS BCL3 BHLHE40 BMP3 BPGM C2 CBLIF CBLN1 CCKAR CCL13 CCNT1 CDC14A CHST15 CLCN7 COL1A2 COL4A5 CRABP1 CRYAB CRYGA CTNND2 CUBN CYB5R1 CYP1A1 CYP3A4 DBP DCAF1 DHX9-AS1 DNMBP DSC1 DUSP10 EDN3 EGF EVI2A FBN2 FCGR2A FPR3 GABPB1-IT1 GK GNL3L GNLY GPR39 H1-6 H2AC8 HCG4B HERC3 HLA-DPA1 HOXD1 HYAL3 IGHM IGHV1-69 IL17A IL7R INE1 ITGB6 JUN KIAA1217 KIR2DS1 KIR3DL1 KL KLF1 KLF5 KRT13 KRT20 KYAT3 LILRB5 LIMK1 LINC01558 LRP2 LRRTM2 LTBP1 LY75 LY86 MAP7 MAPK3 MC1R MIR124-1HG MSX1 MXRA5 OMD OR10H2 PAFAH2 PCDH8 PF4 PLAG1 PLAT PPP2R5B PRKN PRSS1 PRSS16 PRSS3P2 RAD9A RHOBTB1 SAG SCAND2P SEMA3C SLC10A2 SLC13A2 SLC22A18 SLC26A2 SLC26A4 SLC28A1 SLC8A2 SLC9A2 SMG7-AS1 SMR3A SP140 SPTA1 TACSTD2 TBX2 TCL1A TIMP3 TNFSF8 TNS2 TP53TG5 TPSD1 TRAIP TUBA4B UNG USP33 VENTX ZBTB7A ZNF10 ZNF33B ZNF688 PDGF_UP.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PDGF_UP.V1_UP ACOT11 ADAM9 AGFG1 ANXA7 ARC AREG ARHGEF15 ARR3 ATAD2B ATF3 ATF6 ATP6V0A2 ATXN2 ATXN7 BICD2 CAPZA2 CBX2 CBX4 CCL25 CCNE1 CDC25A CDC6 CDK5R2 CDK6 CDKN1A CHKA CITED1 CLDND1 DDIT4 DEGS1 DIXDC1 DKFZP434A062 DNAJA2 DUSP5 EGR1 EGR3 ELOVL2 ELP4 ETFB ETS2 EXOSC10 EZR FAM149B1 FAM3C FAM98A FDX1 FKBP2 FOS FOSL1 GADD45A GLOD4 GNG11 GNL1 GPSM2 HDAC4 HDLBP HSPA2 HTR1E IFNAR1 INHBA JOSD1 KBTBD11 KCNK3 KDM6A KLF10 LAS1L LRPAP1 LSM1 MADD MAPK6 MBTPS1 MMP17 MOB1A MORC2 MPI MRPS11 MYL2 NAB2 NAGLU NCKAP1L NDN NDRG4 NDUFAF1 NDUFS1 NEDD9 NEU3 NMBR NRAS NUP160 OR2B6 ORC2 P2RX1 PAF1 PANX1 PARG PEX11A PFKFB3 POTEKP PPP1R12B PPP1R37 PSMC3 PSMC6 RAB35 RAB40B RANBP6 RNF14 RNF19B RNF4 SDC3 SEPTIN10 SERINC1 SERPINI1 SIK1 SLC20A1 SLC30A1 SLC39A7 SLC5A3 SLC7A5 SLCO3A1 SND1-IT1 SNRNP35 SNRNP40 SNRPD3 STK10 SUZ12P1 TAF12 TET3 TFIP11 TFPI2 TGIF2 THOC2 TJP2 TMEM158 TRAF5 TRIP12 UAP1 URB2 UTP3 VPS39 WDR46 YJU2 ZBTB18 ZBTB24 ZNF304 ZNF394 ZNF460 PGF_UP.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PGF_UP.V1_DN ACAT2 ACTL6B ADH1B AK4 ALOX5AP AMELX ANGEL1 AOC4P APOC1 ARC ATP1A3 ATP2B2 AURKC AVPR1B BCAM BMP2 C9 CACNA1C CACNA1H CAMK2B CBFA2T3 CCDC9 CCL16 CD5 CDC20 CDKN2C CEACAM3 CEACAM6 CEBPA CFAP20 CFAP410 CLASRP CLDN9 CLPTM1 COL11A2 COL18A1 CREBZF CRX CSHL1 CTF1 CTRL CTSW CYP1A1 CYP2A13 DAAM2 DDX3Y DHCR24 DHX34 DLEC1 DLGAP1 DOLPP1 DPF1 EDN2 EFNA5 ELAVL3 ENPP2 ENSG00000291006 ENTPD2 ENTPD3 ERF EVPL FCN2 FGA FOXG1 FZD7 GATA4 GFRA2 GH1 GLYAT GNAL GNB3 GPR17 GPR182 GPR37L1 GRAP2 GRIA1 GRM2 GYPC HBZ HOMER2 IGFBP2 IGFBP5 IGFBP6 IGHA2 IQCK IRF2BP1 ITGB4 KCNAB2 KCNC3 KCNN4 KCNQ3 KHDRBS2 KLK10 KMT2D KRT31 KRT9 LINC02487 LOXL1 LRRC23 LTK LY6E MAP1A MAST1 MCF2L MEF2B MSI1 MTSS2 MYL9 MYO1F MYOG NCAM1 NCR3 NELL2 NFASC NFKB2 NOS1AP NOS2 NOX1 NPAS3 NPR2 NR6A1 NUCB1 OBSCN OGDH PAIP2B PAX2 PDE1B PDE6A PDPN PIK3R2 PIP5K1A PITX3 PKD1 PKLR PKP3 POU2F3 PPFIA4 PRPF19 PSG11 PTGFR PTPRH PTPRU PXN RAB5C RELB RFNG RIMS3 RPS4Y1 S100A4 SDC4 SERPINA3 SH3BP1 SHBG SHH SLC14A2 SLC29A2 SLC30A10 SLC6A15 SMARCD1 SMG6 SNX29 SPN SPRY1 SPTB SRCAP SRGAP3 SSTR2 SVEP1 TAOK2 TAS2R14 THY1 TMEM158 TMEM97 TMSB4Y TNFAIP3 TNFSF12 TOP3B TPTEP1 TRIO TROAP TTLL3 UBE2H USP9Y UTF1 VGF YWHAH-AS1 ZFHX2 ZFR2 ZNF185 ZNF646 PGF_UP.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PGF_UP.V1_UP ABCA8 ABCE1 ACADM ADAM9 AGA AGL AHCYL2 AIMP1 AKAP9 AMPH ANAPC13 ANGPT2 ARL4A ARMC6 ARMCX2 ASCC3 ATP13A3 ATP2A3 ATR BACH1 BAZ2B BCAS2 BCLAF1 BPGM CALB2 CCL22 CCPG1 CD2AP CDC27 CEBPZ CEP350 CFH CLEC2B COL8A1 CPA3 CPD CR2 CREB1 CRYBG3 CRYZ DCP2 DHX29 DMTF1 DNAJB9 DNAJC3 DNASE2 DZIP1 EIF2S3 F11 FABP4 GGCX GJA4 GLRB GMFB GPR37 GRB14 H2BC14 HIF1A HNRNPA3P1 HS2ST1 HSD17B4 HSPA13 IL1RL1 IL6ST IRAK1BP1 IREB2 ITGA2 ITSN2 KIAA0040 KIF5B KLRG1 LARP4 LGALS8 LPCAT4 LRRC17 LTBP1 MAFK MAGOH MAP2K4 MAPK6 MARCHF7 MARK2 MAST2 MBTPS2 MICU2 MIPEP MKLN1 MMP10 MMRN1 MTF2 MTM1 MTREX NAP1L3 NAT1 NECAP1 NEK1 NEK7 NRCAM NUCB2 NUP155 OPA1 OSBPL8 PAPOLA PCDHA12 PDCD10 PEX1 PGAP1 PHEX PHF3 PISD PLA2G4A POLR1F PPAT PPID PPIG PRKACB PSPH PSPHP1 PTGS2 RAP1A RARB RASGRP3 RCBTB2 RDH11 RECQL REV3L RFK RGS2 RIF1 RIPK2 RNF13 RNF6 ROR1 RPGR RRS1 RUNX1T1 SACS SAT1 SCAF11 SGMS1 SKIC3 SLC33A1 SLC38A6 SLC4A7 SMC3 SMC4 SOCS5 SP3 SPOUT1 SPRYD7 SREK1 STAM2 STAU2 STK38L STON1 STXBP3 SUCLA2 SULF1 SYNE2 TAF9 TASOR TDG TDP2 TDRD3 TFPI2 TGFBR3 THOC2 THSD7A TMED5 TMEM259 TNFSF10 TOPORS TRIP11 TRMU TSPAN8 TTR TWF1 UFL1 UGP2 UPF2 VCAN WASHC4 XIST ZC3H14 ZNF117 ZNF268 ZNF354A ZNF451 ZNF674 ZZZ3 PKCA_DN.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PKCA_DN.V1_DN ABCA4 ABI3BP ABO ACOT1 ADAM11 ADGRB1 ADM AGO2 AHSG ALDH7A1 ANKS1A APOC1 APOF ARHGEF10 BARD1 BATF3 BCKDHB BEX1 BID CA3 CABYR CAMP CCL27 CD19 CD44 CD79B CENPF CENPT CFD CFH CHST1 CKAP4 CLEC4D CLEC7A COCH COL25A1 CP CYGB DDX6 DENND1B DLG4 DUOXA2 EAF2 ECE2 EDN3 EEF2KMT EIF4E3 ENPP4 ETV3 EXT1 FABP6 FERMT3 FXYD4 GABBR1 GAS2 GASK1B GATAD2B GBP1 GGNBP2 GJB3 GLDC HES7 HK2 HOXC8 HS3ST3A1 IL36A IRX1 ITGB6 ITGB7 KANK2 KCNIP2 KLHL1 LARP7 LPL MAGT1 MALAT1 MAP3K6 MBL2 MBOAT1 MC1R METTL1 MGAT4C MSC MT4 MUC5AC MYO1B NANOS2 NEUROD4 NFIL3 NFKBIZ NKX2-1 NR1H4 NR2C2 NUCB2 OTUB2 PARM1 PCDHB15 PDGFC PDGFRB PIGO PLA2G2E PLAU POU3F4 PRKCA PRKN PROCR PRPF40A PSAT1 PSPC1 PTK6 PYCR1 RFX2 RHOJ RWDD3 SAA1 SAA2 SAA3P SEMA6C SERINC4 SHF SIK1 SLC10A2 SLC14A1 SLC1A1 SLC30A1 SLC32A1 SLC46A2 SLIT3 SNTB2 SP140 ST6GALNAC1 SUOX SYT12 TIFA TLR2 TMIGD1 TMPRSS5 TNFRSF12A TNNI2 TRIB1 TRPV2 TWF2 TXNRD2 UGGT1 WAS WASHC4 WDFY3 WDR5 ZBTB7A ZC3H12A ZDHHC1 ZEB2 ZNF319 ZSCAN2 PKCA_DN.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PKCA_DN.V1_UP ACHE ACOT12 ADA ADAM3A ADCY3 ADORA2B ADRA1A AFP AGXT ALOX12P2 ARSG BBOX1 BSN C3orf62 CA2 CABP5 CASP6 CCL24 CCN5 CD36 CDIP1 CDR2 CELA3A CES1 CES2 CMTR2 CREB3L2 CRYGB CXCL17 CYP11A1 DBNDD1 DDX60 DHRS1 DIO1 DKK4 DLX1 EGR3 EGR4 ELMOD3 ENPP3 FBLN1 FBP1 FERD3L FMR1NB G6PC1 GALNT6 GATA4 GDPD2 GFAP GHRL GLI2 GNAO1 GPR155 GSTA2 GSTA3 GSTA4 GSTM1 GSTM4 GSTT1 HLA-E HOXB4 ICAM5 IL15 IL33 KERA KIRREL1 KLF15 LCT LEAP2 LECT2 LIX1 LPAR3 LPO LTB4R LTC4S MGMT MRAP MUSK NECAB2 NMT2 NOS1 NR1I3 NRG4 NXNL1 NXNL2 OAS2 OAS3 ORMDL3 PACSIN1 PAQR7 PASK PCK1 PDK2 PDK4 PER2 PHKA1 PIPOX PLEKHF1 PLPP7 PLXNA3 PPP6R2 PRODH2 PROP1 PSAPL1 PSMC3IP PTGDS RAB30 RBPJL RDH12 RDH16 RDH5 REG1A RETSAT RNASE1 RTBDN S100G SCOC SEC14L2 SECTM1 SGK3 SHISA2 SLC16A3 SLC20A1 SLC23A1 SLC23A2 SLC27A2 SLC2A2 SLC2A5 SLC47A1 SLC6A20 SLC7A8 SLCO1C1 SMPD3 SP6 SPNS2 SPTBN4 SSBP2 TCHH TEF TET1 TLCD4 TMEM135 TPMT TREH TSKU TTI1 TUB TUBB2B TYMP UBD UGT2A3 UPB1 USP27X VWA1 WNT10A YJEFN3 ZBTB7C ZFPM1 ZIM3 ZNF865 PRC1_BMI_UP.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PRC1_BMI_UP.V1_DN AANAT ADAMTS7 ANKS1B AP1G2 APOA1 APOBEC1 APOBEC3F ARSD ATP2A3 ATP8A2 BARX1 BBC3 BMI1 BPNT1 C22orf31 CA5A CABP2 CACNA2D2 CALCA CALML5 CAND1 CARD14 CCL18 CD207 CHM CHRNA3 CIITA CLDN14 CLIC3 CLSPN CNGB3 COQ8B CORO1A CRISP1 CRYBG2 CTAG2 CXCR6 CYP27A1 CYP2C19 CYP3A7 DCC DDX25 DNAI1 DNMT3L DPY19L4 E2F5 ECPAS EDN2 EFNA5 EPHX2 EVPL FABP2 FAM106A FBXL8 FBXO17 FES FGA FGFR3 FKBP5 FKBP6 FLG FN3K FNDC4 FOXJ1 FZD10 GABARAPL3 GALK1 GAS1 GAS8-AS1 GFAP GJC2 GLRA2 GNA15 GNB1L GPR183 GUSBP11 GVINP1 H2BC10 HAPLN2 HCN4 HCRTR2 HHIPL2 HLA-DPB1 HOXA10 HOXD11 HYAL1 IFIT1 IMPG2 INKA2 ITGA7 KBTBD11 KCNC1 KCNF1 KCNJ4 KIR2DL3 KMT2D L2HGDH LAMC3 LHX6 LIM2 LINC02249 LIPE LMOD1 LRP12 LRRC36 LRRC37A4P LRRC37BP1 LY6G6C LY6G6E MAPK3 MFSD6 MIA MLLT1 MON1B MPPED1 MTHFS MYH13 NAA80 NACAD NCR1 NHERF2 NPFFR1 NXT2 ONECUT2 OPCML OR10H3 OVOL2 OXNAD1 P2RX3 PACSIN3 PADI1 PAGE4 PCDHA10 PCK1 PCOTH PDGFB PEAK1 PIK3C2G PILRA PLA1A PLIN1 PLXNB3 PNPLA3 PROP1 PRRG2 PRSS8 PSD4 PTPRO PYCARD QPRT RAD54L2 RAPGEF5 RBPJL RDH5 RND2 RNF19A RNF2 SDK2 SERPINA7 SERPINB10 SERPINB3 SHANK1 SLC16A10 SLC22A6 SLC25A23 SLC27A3 SLC66A3 SNTG1 SOAT2 SPINT1 SPTBN2 STMN3 SV2B SYN1 SYN3 TBXAS1 TBXT TM4SF20 TNNT2 TPSD1 TRPM4 TSPAN12 UPK1A USP46 ZNF771 ZNRF4 ZXDC PRC1_BMI_UP.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PRC1_BMI_UP.V1_UP AATK ABCB4 ACE ACKR2 ACTL8 ADAP2 ADCY8 AGAP2 AGO4 AMMECR1 ANGPTL3 ANKRD2 ANKRD46 AOC4P ARHGEF38 ARL4C ATP1B2 AZU1 BHMT2 BIRC3 C22orf46P CACNA2D3 CCL18 CCL8 CCND2 CCNT1 CCR3 CD5 CD5L CDADC1 CDH22 CDK17 CDK6 CFAP69 CHD7 CLCA1 CLDN16 CLDN3 CLEC4E CNGA1 COL10A1 COL13A1 COLEC11 CXCL10 CXCL8 CYP2B6 DCP2 DELEC1 DENND5B DKK2 DMD DNAJC12 DPEP1 DUSP2 DYM EDN1 EGR2 EHHADH EOGT EPS8L3 ERAP2 ERMAP EYA3 FAM153A FAM76A FAM86C1P FCHO1 FGF12 FOXG1 FOXP1 FPR3 GABRA4 GAD2 GADD45G GALNT3 GATA1 GMIP GNG3 GNL3LP1 GRIN2C GRM2 GUCY1A1 H3C11 H3C12 HBA2 HCAR3 HIC2 HSPB7 HYAL3 IDO1 IGHV1-69 IKZF2 IL5 IRF8 KIAA0319L KIF5A KIR2DL4 KLHL1 KLHL28 KRI1 KRT1 LIME1 LPAR3 LRRC31 LRRC8B LUZP4 MADCAM1 MAFK MCTP1 MDFI MMP25 MTMR8 MYL3 MYT1 NEIL1 NEUROD6 NIN NR0B2 NR1I2 NUP58 NXF2 OPA3 OSGIN1 PADI4 PAIP2B PAX5 PAX6 PCDHB12 PDE6A PELI1 PELI2 PGLYRP4 PINLYP PLEK2 PLEKHF1 PMEPA1 PRND PSG7 PTCH2 PTGDS PTPN7 RBM4 RFPL2 RGS16 RGS6 RIC3 RIPK4 RREB1 S100P SCGB2A2 SCTR SDCCAG8 SERPINA3 SH2D2A SIM2 SLC19A2 SLC1A2 SLC6A15 SLCO4A1 SLPI SOHLH2 SPON1 SRY SSTR4 STUM THNSL2 TLE2 TMEM187 TNFAIP3 TNN TNNI3K TOR1AIP2 TRPC6 TSPAN7 TTLL4 TYR USP46 XPNPEP2 YBX2 ZBTB10 ZNF117 ZNF184 ZNF423 ZNF91 ZSWIM1 PRC2_EED_DN.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PRC2_EED_DN.V1_DN ABCB8 ABCB9 ACAA2 ACY1 AFF3 ALG12 AMDHD2 ANKZF1 AP1G2 APLP1 ARHGAP19 ARHGEF17 ARRB2 ASF1B ATP13A2 BBC3 BCKDK BTBD2 BTBD7 BUB1B C1orf112 CA9 CAD CASKIN2 CCL18 CDC45 CDCA8 CDK18 CEP131 CHAF1B CHM CHST3 CLPB CLSPN CORO1A CRYBG2 CSDC2 CSPG4 CXCL12 DBF4B DCLRE1B DCSTAMP DDX31 DLK2 DNAJB2 DUSP7 EED EHMT2 ENO2 ERCC2 EXOSC2 FADS2 FASN FBXL6 FBXO17 FER FKBP5 FOSL2 FRS2 FZD8 GALK1 GLE1 GLI1 GNAI2 GPR176 GSDMD H1-10 HELLS HIC1 HIVEP3 HMOX1 HP1BP3 HS6ST1 IDH2 INCENP INHBB INKA2 INSIG1 ITPKB JUP KCNA4 KCNS1 KIF23 KIF4A KLK8 LIN7A LIPE LMOD1 LRRC20 LSS MAP3K6 MAPK7 MCM10 MCM2 MCM5 MCOLN1 MFHAS1 MIA MICAL1 MICALL2 MISP MRAS MVD MYBL2 NDRG4 NHERF2 NUP188 NYNRIN ODF2 ORC1 OSGEPL1 PACS1 PACSIN3 PAGR1 PC PCDH12 PCDHGA3 PCDHGC3 PDCD1LG2 PDE4D PEAK1 PFKFB4 PHKG2 PLAAT3 PLK1 PLXNB1 PLXNB3 PNPLA3 POLA2 POLD1 PRICKLE3 PRKACG PRMT7 PTGER2 PTK2B PWP2 QTRT1 RAD54L RAD54L2 RANGAP1 RAPGEF1 RASSF1 RDH5 RECQL4 RIPK1 RNF19A RTL10 SCD SEMA3B SERPINB10 SIPA1 SLC12A4 SLC26A1 SLC2A6 SLC35C2 SP1 STXBP2 SURF2 SV2A SYMPK SYN1 TACC3 TAF1C TBL3 TCAP TCIRG1 TEDC2 TGFBR1 THRAP3 TKFC TMEM59L TNFRSF10D TNIP1 TNK2 TNS4 TOP3B TRIM46 TRMT2A TRPM4 TSC2 TUBGCP2 TUT1 USP20 UTRN VAC14 VARS1 VAV2 WFDC1 WIZ XRCC3 ZDHHC6 ZNF446 ZWILCH PRC2_EED_DN.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PRC2_EED_DN.V1_UP AATK ACAP1 ADAM17 ADGRF5 ADGRL4 ADRA1B AFP AKR1B10 AKR1C3 ANGPTL4 ANKRD46 ANXA10 ARHGAP24 ARL4C ASB4 ASCL3 ATF3 ATXN1 AVL9 BACH1 BAZ2B BMP2K BTBD3 C1orf21 C2CD2 CACNA2D3 CBR4 CBX8 CCDC87 CCK CCL16 CCND2 CCSER2 CD244 CD5 CDADC1 CDHR2 CDK2AP1 CDKN1C CDRT4 CHST11 CIDEA CLCA1 CLGN CLIP1 CNGA1 CORO2B CSHL1 CTSO CUBN CXCL10 CYP1A1 DCP2 DEPP1 DKK2 DMD DNAJC12 DUSP8 ELF1 ENPP2 ERMAP EVI5 FAM224A FPR3 FUCA1 GADD45G GALNT3 GATA1 GDF5 GPC5 GPR37 GSC2 GSG1 GSTA3 H1-2 H2AC6 H2BC12L H2BC21 H2BC4 H2BC8 HDAC9 HIC2 HINFP HIVEP2 HOXA2 HOXC8 IFI6 IL12A IL13RA2 IL1RL1 IRF8 KCNJ15 KCNQ2 KIF1B KLHL28 KLK6 KMT5B LRCH4 LUZP4 LXN LY96 MADCAM1 MAP3K7CL MAPK8IP3 MCTP1 MPDZ MRS2 MS4A4A MTHFD2L MTSS1 MYH1 NIBAN1 NKIRAS2 NMT2 NPVF NR0B2 NR3C2 NUP58 NXPH3 OBSCN ORAI3 OSGIN1 OSTM1 P2RX2 PCBD1 PCGF3 PCSK1N PDGFA PDZRN4 PKD2L1 PLAG1 PLSCR4 PMEPA1 PPM1H PRELID3B PRSS12 PTBP2 PTGDS PTPN7 PTPRT RAB40B RABGAP1L RASL12 RBM47 REV3L RFPL2 RGR RNF38 RPL3L RSRP1 SATB1 SCG2 SCG5 SCN10A SCTR SEMA6D SERINC5 SERPINB2 SERPINB7 SLC12A8 SLC28A1 SLC30A10 SLC35D2 SLC5A5 SLC6A15 SLPI SMR3A SPON1 STIP1 TAF11 THNSL2 TMEM187 TNFRSF11A TOR1AIP2 TRIB1 TRPS1 TSPAN13 TTTY14 TUFT1 USP12 USP46 VTN WDR33 ZBTB20 ZHX3 ZNF177 ZNF226 ZNF277 ZNF91 ZNHIT2 ZP4 PRC2_EZH2_UP.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PRC2_EZH2_UP.V1_DN ACTC1 ADAMTS5 AFF3 AGTR1 APLP1 ATG16L1 ATP4B ATXN8OS AURKB BARX1 BCCIP BUB1 CACNA2D2 CAMK4 CASC3 CCL18 CD320 CDC25A CDC45 CDH17 CDT1 CEBPE CENPF CENPU CGA CHM CNGB3 COQ8B CORO1A CPEB1 CRYBG2 CXCL12 CYB5B CYP3A7 DCSTAMP DDB2 DDHD2 DEF6 DEPDC1 DEPDC5 DLGAP5 DNA2 DNMT3L DOC2B DPY19L4 DSCC1 ECT2 ELL2 ELP6 ENSG00000291006 EPHX2 ETS1 EXOSC8 EZH2 FCN3 FKBP5 FKBP6 FOSL2 FOXN3 FUT7 GALR3 GAS1 GJC2 GLRA2 GNA15 GNB1L GRM4 GTPBP4 GUCY1A2 H3C7 HAS2 HAUS5 HBD HCFC1R1 HELLS HJURP HMMR HMOX1 HOXA10 HOXD11 HP1BP3 IFIT1 IL17RB INHBB INO80D IQCC KCND1 KCNS1 KCTD2 KIF15 KIF4A KLHL11 KNTC1 KRT81 LBR LEMD3 LGALS7 LIN7A LINS1 LMNB1 LMOD1 LPGAT1 LRP12 LRRC20 LRRC32 LRRC61 MCM10 MCM2 MED18 MEFV METTL16 MIS18BP1 MPIG6B MRPS18B MS4A12 MSH5 MST1R MXD3 MYBL2 MYT1L NCAPH NFE2 NFIB NGF NLGN1 NMBR NPAS1 NPR3 NR6A1 NUP37 NUP43 OCEL1 OIP5 OLFML2B OXNAD1 OXTR PAGE4 PAN2 PCK2 PCYT1B PDCD4-AS1 PEAK1 PILRB PITX1 PLCD1 PLN PNOC POLR3G PRIM1 PRSS1 PSPH PSRC1 PTGDS PTPRD PUS7 RAD54L RDH5 RFC4 RHPN1-AS1 RNF19A RPS6KA6 SCN3A SIGLEC5 SKP2 SLC16A10 SLC2A6 SLC7A2 SLC8A1 SOAT2 SOGA1 SPAG11A SULF1 SYN1 SYP SYT11 TACC3 TBC1D2 TFAM THBS2 THOP1 TNFSF11 TOX TPD52L1 TRPM4 TTK UTF1 VPS37B WDR76 XRCC3 ZNF219 ZNF446 ZNF574 PRC2_EZH2_UP.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PRC2_EZH2_UP.V1_UP AATK ABLIM3 ACTL8 ADGRG1 ADGRL4 AFP AHNAK2 ALDH1A2 ALDH1A3 AMMECR1 ANGPTL2 ANGPTL4 ANKH ANKRD46 ANPEP APOF ARL4C ART3 ASIC2 ASPN ATF6 ATXN1 B3GALT4 B4GALNT1 BHMT2 BMP2 BPGM C3orf52 CARD9 CCDC68 CCK CCNJL CCR3 CD70 CDADC1 CDCP1 CDH13 CFAP69 CLEC2B CLEC4E CLIP1 CNIH3 COL10A1 COL13A1 COL4A5 COL4A6 COLEC10 CORO2B CRCT1 CROT CXCL8 DCBLD2 DIPK1A DKK2 DMD DNAJC12 DUSP3 DUSP8 EDN1 EPHB2 ERAP2 EREG ESM1 ETV1 ETV4 EYA3 F2RL1 FLVCR2 FOLR3 FPR3 FXYD6 FZD1 GFPT2 GMIP GPM6B GPR37 HBEGF HS3ST3A1 HYAL3 IDS IFI44 IL13RA2 IL15RA IL1RL1 IL33 IL6R IRF8 ITGA2 JUP KCNA1 KCNA2 KCNJ10 KCTD12 KIAA0319L KIAA0513 KIR2DL4 KLF11 KLF13 KLF4 KLK7 KYNU L1CAM LUZP4 MALL MAN2A1 MATCAP2 MCTP1 MEGF9 MMP10 MT4 MTHFD2L MTMR10 NES NOVA1 NPAS2 NPC1L1 NR0B2 NR3C2 NR4A2 NTSR1 NUP58 OPA3 OPN3 ORAI2 OSGIN1 OSTM1 OTUB2 PAMR1 PAQR5 PCBP3 PCDH9 PCTP PDGFA PIK3CB PIR PKIA PLCB1 PMEPA1 POMT2 POPDC3 PPFIA4 PPP2R1B PRKG2 PRSS3 PTBP2 PTHLH PTPRB RASL12 RGCC RGS16 RGS17 SCML1 SEMA3A SERPINB2 SETBP1 SHISAL1 SLC14A1 SLC16A8 SLC19A2 SLC2A3 SLC35D2 SLC5A7 SLC6A15 SLPI SMPDL3A SRD5A1 SRPX2 ST6GAL1 TBC1D19 TBXAS1 TMC7 TMEM100 TMEM35A TNFAIP6 TOR4A TRAF3IP1 TRAPPC14 TRIB1 TSPAN13 TSPAN7 TTLL7 TUB TUBA4A UBE2O UCP1 VSNL1 VWA5A WDR37 YOD1 YRDC ZNF215 ZNF324 PRC2_SUZ12_UP.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PRC2_SUZ12_UP.V1_DN ACP5 ACVRL1 ADAMTS7 ADCY2 ADRB3 AGER AGO2 ALDH3A1 ALOXE3 AMBP ANK1 AP1M2 APCS ARF1P1 ARHGEF16 ARRB2 ARSD ATG16L1 ATG2A ATP2A3 ATP2C2 BBC3 BCL2L14 BPNT1 BTBD7 C22orf31 CA7 CACNA2D2 CACNG2 CBFA2T3 CCL19 CCNE1 CD1B CD1D CD22 CD247 CFAP70 CGA CHEK1 CHN2 CHRNA6 CIB1 CLDN14 CLEC10A COQ8B CORO1A CRISP1 CRYBG2 DCC DCSTAMP DCX DEFB126 DFFB DLGAP1 DNAI1 DRP2 EFNA5 ELP6 ENTR1 EPHX2 EPPK1 EVPL FGA FMO6P FOXJ1 FRMD8 FXYD1 GAS8-AS1 GLRA2 GNA15 GNGT2 GP9 GUCY1B1 HAPLN2 HAUS5 HLA-DQA1 HOXA10 HOXB1 HOXC5 HOXD11 HS2ST1 HYAL1 IGKV3D-15 IGLL1 IL10RA IL1RN IL23A IMPG2 KALRN KAT8 KBTBD11 KCNMB2 KLF15 KLHL11 KLHL23 KRT3 KXD1 LDB2 LHX6 LILRA3 LINC00588 LINC01558 LMNB2 LMOD1 LPCAT1 LRP5L LRRC61 MAP1LC3C MAP2K4 MAPT MARK1 MC5R MED20 MEIS2 MYF6 MYH13 MYOM1 NAA10 NDUFC1 NLGN1 NPFFR1 NPY NPY2R ONECUT2 OPCML OR10J1 OR52A1 OR6A2 ORC1 P2RY10 PAX1 PF4 PGAP1 PGK2 PHOX2B PKP1 PNPLA3 POLA2 PRKN PRSS8 PTGDS PTPRO PTTG2 PYCR3 RAD54L RAVER2 RECQL4 RFX2 RITA1 ROCK1 RPL37A RPS6KA2 RUNDC3A SCHIP1 SERPINB4 SHPRH SLC12A5 SLC16A10 SLC17A3 SLC35D1 SLC4A8 SLC6A6 SLC7A6 SLITRK3 SOAT2 SRD5A2 SRSF11 ST3GAL1 STAU2 STEEP1 STXBP2 SUZ12 SYN3 TACR1 TBXT TCAP TFEC TINAGL1 TM4SF20 TNNT2 TPT1P8 TRAC TSPAN12 UBQLN3 UPK1A USP2 WFDC1 WRN ZIC4 ZNF695 ZNF696 ZWILCH PRC2_SUZ12_UP.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PRC2_SUZ12_UP.V1_UP AATK ACAP1 ACE ACTA1 ACTL8 ADIRF AGO4 ALDH1A2 ALDH1A3 ALX4 ANKRD46 ANXA2P3 AOC4P ARL4C ATXN1 BFSP1 BMP3 BRDT BTN3A2 C1orf21 C2orf27A CA11 CA6 CAB39L CACNA2D3 CALML4 CBL CBX7 CBX8 CCDC87 CCK CCL18 CCNK CCNT1 CD70 CDADC1 CFB CH25H CHST11 CIDEA CLEC4E CNPY4 COCH COL13A1 CTSS CXCR3 CYP1B1 CYP4F12 DACH1 DCBLD2 DCP2 DNAJC12 DOK2 DYNC2LI1 ECM2 EDN1 ELANE ERAP2 ERMAP ERO1A ETV4 FAT2 FCHO1 FCN2 FGF6 FGF9 FMNL1 FOLR3 GAB2 GAD2 GATA1 GGT5 GIMAP4 GMIP GPC6 GRIN2C GRP GUCY1A1 HBEGF HIGD1B HR IFNA1 IL1RL2 IPCEF1 ITGA2 KCNJ15 KCNN4 KIAA0319L KRI1 KRT15 KRT81 LCAT LCE2B LCP1 LIME1 LYPD1 MCTP1 MINAR1 MRS2 MT4 MTMR10 MTRF1 MYL3 MYT1 NEIL1 NGB NKX6-1 NMRK2 NPY4R NR0B2 NUP58 OPA3 OR7A10 OR7E47P OSTM1 OTUB2 PAQR6 PCBP3 PCSK1N PDE6A PINLYP PKD2L1 PLEK2 PLEKHA5 PMEPA1 POLM POMT2 POU2F1 PPFIA4 PPIEL PRKG2 PRKY PRSS50 PSMB8 PTCD2 PTGIR RBM4 REST RNASEL RPL3L SCG5 SCTR SEMA3E SERGEF SERPINB2 SETBP1 SLC13A3 SLC15A3 SLC39A2 SLC6A15 SLC6A9 SLCO4A1 SLPI SMPD2 SPIB SPTB SRPK3 SST ST18 STAB2 STAT5A TAS2R13 TET3 THNSL2 TMEM187 TMEM245 TNFRSF1B TOM1L2 TRAF3IP1 TRIM58 TRPC6 UCP1 UPK3B USP46 VILL WDR25 XK XPNPEP2 ZNF177 ZNF208 ZNF324 ZNF471 ZNF550 ZNF76 ZRSR2P1 PTEN_DN.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PTEN_DN.V1_DN ABCA6 ACOX2 ACSBG2 ADAM2 ADCYAP1R1 ADGRE5 AGXT ALX3 ANKRD34C ANKRD53 ARL17A ASIP ATG16L1 ATP8B3 ATXN3L B3GALT5 B4GALNT1 BMERB1 BTBD18 C1QTNF1 C4BPA CA6 CAMK1 CAMK1D CAND2 CCDC68 CCL16 CCN6 CCT8L2 CD3D CDH10 CDH11 CDH22 CDO1 CHI3L1 CHST10 CHST7 CLDN10 CLDN14 COQ8B CORO7 CPLX2 CXCL11 CXCR6 CYP4F11 DEFA4 DGKB DMP1 DNASE1L2 DUOX2 EIF1AY EMP3 ETV5 FARP2 FBXO17 FCN3 FGR FJX1 FMNL1 FOLR3 FOSL1 FST GABRB1 GALNT14 GJA10 GNG11 GPM6A H4C4 HAAO HEYL HLA-DMA HLA-DPA1 HLA-DPB1 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB4 HMGCS1 HMGN5 HOXB1 HPCAL4 HS3ST1 IFNA21 IL17A IL18RAP IL19 IL1RL1 INPP4B ITIH3 KCNIP1 KCNJ10 KCNJ4 KCNMB3 KIAA0087 KLHL28 KLRD1 KRT14 KRT23 KRT81 LCP1 LILRA6 LIN7A LINC-PINT LUM MAGEC2 MAMLD1 MATN3 MC4R MINAR1 MLANA MRPL41 MSX2 MTUS2 NDST3 NEB NMRK2 NOL10 NPPB NR3C2 NRN1 OLFM1 OPRM1 P2RY14 PAH PDC PIK3C2G PNMA3 PON3 PRKX PROX1 PRSS2 PRSS3 PRTN3 PSMB9 PTEN PTENP1 PTPRCAP PYCARD RARRES1 RBIS RFPL1S RFTN1 RLN2 RSPH14 SCN10A SELL SEMA4D SERPINA10 SERPINB2 SERPINB3 SERPINE2 SETD1A SGCE SH3BGRL SLC14A1 SLC22A18AS SLC5A4 SPRR2C ST8SIA3 SUGCT SV2B SV2C TAS2R10 TBX1 TBX3 TENM1 TGFA TLE6 TMEM262 TMPRSS6 TNR TPPP3 TSPAN7 TWIST1 UGT2B17 UGT8 ULBP1 VIM WNT16 XK ZNF132 ZNF556 ZNF667 ZRSR2P1 PTEN_DN.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PTEN_DN.V1_UP ACSS3 ADGRB2 ADRA2A ADRA2C ALOX5AP AQP1 ARHGDIG ASPN ATP6V1B1 AZU1 B3GAT1 BCL2L14 BDNF BMP10 BMP7 BMPR1B C11orf16 C2 C5 C8orf17 CAMTA1 CAPN11 CCDC102B CCN5 CCNP CD1E CD27 CDIP1 CDKL2 CELSR2 CHRNB1 CLEC1B CLPS CLTCL1 CNR2 COL15A1 COL26A1 COPG2 CPVL CSH2 CYB5R2 CYP11B1 CYP26A1 CYP39A1 CYRIA DCC DEFA5 DEFB1 DMRT1 DOK5 DSG3 EDN1 EEF1A2 EFNB3 EPHA4 EVI2A FAM30A FCER1G FGF1 FNBP1L GABRA5 GADD45G GAL3ST1 GALR3 GDF10 GEMIN7 GGTLC2 GJC2 GLT8D2 GNAO1 GPER1 H1-6 HOXB2 HOXC8 HOXD1 HPR HS3ST3B1 HSPA12A HTN1 HTR1B HTR2C IFNA17 IFNA4 IFNA6 IL33 INHBB INSL4 IRF9 ITGB2 JAG1 JAM3 KALRN KANK3 KCNH7 KCNQ4 KIR2DL4 KLK8 KLRC4 LAMC3 LGALS13 LHX2 LRCH1 LRRC19 LYPD1 MACROH2A2 MAL MAP3K5 MEFV MIA MMRN2 MSC MSMB MTARC2 MX2 MYBPC1 MYO15A MYOT NAP1L3 NEUROG1 NFASC NGB NR2F1 NREP NTNG1 NYNRIN OR1A2 OSGIN1 P2RX6 PAGE4 PAX3 PCDHA5 PCDHB12 PDZK1 PFKFB4 PGR PLCE1 PLPPR4 PRDM14 PRG3 PRKAR2B PRKN PRR16 PRSS50 PSPH PTPRJ PTPRZ1 RARB RASL12 RBP3 RGS2 RSAD2 RTP4 SCEL SELENOP SHC2 SIT1 SLC16A7 SLC26A4 SLC30A10 SLC6A1 SLC9A2 SORBS2 SPOCK1 SPOCK2 SPTA1 SRA1 SSBP2 TCF7L1 TCHH TEC TENT5C TGFBR3 TLE1 TMEM151B TMLHE TNNT3 TONSL TSPAN2 TUBB2B TUSC3 TXNIP UCHL1 VCAM1 ZBTB10 ZNF22 ZNF613 PTEN_DN.V2_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PTEN_DN.V2_DN ABLIM2 AHSA2P AKAP5 ANXA10 AP1G2 AP4M1 APBB1IP APOLD1 ARHGAP33 ARHGEF40 ASB7 ATF5 ATP11B BAHCC1 BAMBI BARD1 BARX2 BATF3 BCOR BMP4 CBX7 CCDC88C CEBPA CHST12 CLEC7A COPZ2 COQ8A CORO2B CRBN CRIP2 CRYAA CYP11B2 CYP20A1 DDX31 DDX3Y DHRS2 DLX2 DYRK4 ELANE ENC1 ENTPD7 EVA1B FABP6 FANCA FCAR FES FGFR3 FOXH1 FRAT1 FRMD1 GFM1 GPR3 GPRC5C GTF3C5 GUSBP11 H3C4 H4C5 HBA2 HCLS1 HIVEP3 HNF1A HOXB13 HOXC5 IRS4 IZUMO4 KCNE2 KLHL11 KMT2D KRT23 KRT7 LINC00339 LOXL1 MAFK MAGOHB MAP3K5 MAPK3 MEGF8 MGA MID1 MRC2 MT1M MXD3 NDOR1 NECTIN3 NEO1 NIPAL3 NOS3 NR4A2 NREP NRTN NUDT18 NVL OGDHL OR2H1 PCSK1N PIDD1 PLAG1 PLEKHO1 PRMT7 PTEN RASA3 RBM4 RECQL4 REPS2 RGS2 RIBC2 RIC3 RIT2 RPGRIP1L RPS4Y1 SCGN SELENOP SERPINA6 SERPINH1 SGK1 SMAD7 SPDEF SPDL1 SPHK1 SSTR5 ST6GALNAC2 STMN1 TACC2 TBX3 TERT TEX13B TGFBI THEM6 TMEM176A TRAF2 TRPM4 TUBB1 TUBBP5 TULP1 UCP3 UNC119 VPS50 WASHC3 WIPF1 ZFY ZNF124 ZNF446 ZNF574 PTEN_DN.V2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PTEN_DN.V2_UP AGPAT4 AHSP AKR1B10 AKR1C3 ALDH1A2 ALDH1A3 ANGPTL4 ANKMY1 ANO2 ANXA3 APOL3 ARHGDIB ARHGEF5 ARL4C ARVCF ATP2B2 BBC3 BIRC3 BNC2 CA5B CASP4 CCL16 CD86 CEACAM21 CEP41 CHAC1 CHRDL1 CHRM4 CLIP4 CLPB COL13A1 CPA4 CSF1 CTNNBIP1 CUEDC1 CXCL8 DEFB126 DENND2A DGCR11 DNAJB5 EHF EMP1 ERN2 FYB1 G0S2 GK3 GLRA2 GMIP GNA14 GPM6A GPR183 GPR87 GRID2 GVINP1 GYS2 HSPA4L HSPB7 HSPB8 HTR1B IL11RA IL17A IL1B IL32 IL4R IL7R JUN KCNJ3 KLHL28 KLK10 KRT15 KRT32 KRT75 KRT8P12 LAMA3 LCN2 LIG4 LIPG LOXL2 LPAR1 LSP1 MC3R MIR22HG MON1B MPV17 MYL10 NAALAD2 NAV3 NID2 NNAT NOL4 OR12D2 OSGIN1 OTUB2 OVGP1 P2RY2 PC PCSK7 PLAU PLPP3 PRKY PTGDS PTGS2 RHBDF1 RND1 RTN1 SAMD4A SATB1 SECTM1 SERPINA5 SERPINB5 SH3BGR SLC1A3 SLC2A4 SLC66A3 SLCO1B3 SLITRK3 SPAM1 SPIB SPOCK1 ST3GAL4 TBX5 THBS4 TIGAR TMEM127 TNFRSF10C TNFRSF10D TP53I3 TRIB2 TSHB ULK4 UPK2 UTRN VAMP5 VPS13C WT1-AS ZMAT3 ZMAT5 ZNF549 ZNF668 RAF_UP.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RAF_UP.V1_DN ABAT ABCA12 ABLIM1 ACKR3 ADGRG1 AGR2 AK4 AK4P3 ALCAM AOPEP APBB2 ARL3 ARMC9 ARNT2 ASCL1 AUTS2 B3GALNT1 BAG3 BAMBI BCL2 BMERB1 BTBD3 BTG3 CA12 CALB2 CALCR CASK CAV1 CBFA2T3 CCDC170 CCDC22 CCDC6 CCN5 CCND1 CELSR2 CHST15 CLIC3 COL9A3 CPE CRABP1 CRNKL1 CRYBG1 CSTA CSTF2T CTNNAL1 DDIT4 DIDO1 DKK1 DLC1 DLG5 DNAJC12 EFNB2 EGR3 EIF2S3 ELAPOR1 ELOVL2 ENAH EPB41L2 EPB41L4B FAM216A FAM234B FANCF FOS FRAT2 FTO FTSJ1 GALC GAPVD1 GDAP1 GFRA1 GHR GPATCH2 GPC4 GPD2 GPER1 GREB1 GTF2I GULP1 H4C8 HSPB8 ID1 ID2 IFT57 IGF1R IGFBP2 IGFBP4 IGFBP5 IL24 INPP4B INPP5F IRS1 IRX5 JAK2 JMJD1C KDM6A KITLG KYNU LIN7C LPGAT1 LRIG1 MAFB MDK MED13L MEGF9 MGP MICB MINPP1 MPDZ MSMB MXI1 MYB MYBL1 MYLK MYO10 MYO1B NEDD4L NPY1R OSR2 OSTM1 PALLD PCGF3 PCSK6 PDCD4 PDGFRL PDK3 PDZK1 PGR PKP4 PLCB1 PLCB4 PLK2 PLS1 PMAIP1 PMP22 PPM1E PPP1R3C PTBP2 PXDN RASGRP1 RHOBTB3 RND3 ROBO1 RRN3 S100A14 SATB2 SCUBE2 SDC2 SELENBP1 SERPINA3 SGCG SH3BGRL SHQ1 SHROOM2 SIDT1 SLC16A1 SLC19A2 SLC1A1 SLC24A3 SLC39A8 SLC6A14 SLC7A2 SMAD7 SNAP23 SOX3 SOX4 SOX9 SPIN1 STC2 SYTL2 TBC1D16 TBC1D30 TCF12 TCN1 TFAP2A TFF1 TFF3 TFPI TGFB2 TGIF2 THADA TM4SF1 TMEM268 TMPRSS3 TRPS1 TSC22D3 TSPAN3 TTC39A UGDH VAV3 WASF3 ZBTB10 ZHX2 ZNF32 RAF_UP.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RAF_UP.V1_UP AAK1 ABCC3 ABCC4 ABHD6 ACOX1 ACSL1 ACSL4 ACYP1 ALAS1 ALPP ANGPTL4 ANKMY2 ANKRD6 ARHGAP26 ARHGEF3 ASPH B3GNT3 BACE2 BLNK BPGM C1GALT1 C4orf19 CABYR CAMK2N1 CAPN2 CAPN6 CAPRIN2 CAST CCR1 CD44 CDC42EP3 CDK18 CEBPD CEP70 CERK CGA CLDN1 CLMN CORO1A COTL1 CREB3L2 CRIM1 CRISPLD2 CSGALNACT1 CYP1B1 CYRIA DBNDD2 DHRS7 DHTKD1 DSC2 DUSP4 EGFR ENPEP EPAS1 ERAP1 ETV5 FAM13A FBXO3 FCHSD2 FERMT2 FGF1 FYN FZD5 GABBR2 GALNT12 GAREM1 GATA2 GCLM GJA5 GLRX GM2A GNAI1 GNE GPR37 GRAMD2B GRB10 HACD1 HBEGF HEG1 HERC5 HPGD HSD17B11 HSD3B1 HSPA2 IMPA2 ITGA6 ITGB6 JAM2 KAT2B KCNN4 KCTD12 KHDRBS3 KLF6 KLHL7 L1CAM LAIR2 LAMC1 LRP5 MALT1 MAP3K5 MAPRE2 ME2 MICAL2 MICU1 MORC4 MPZL2 MSX2 MTMR11 MTMR2 MYCL NAV2 NDC80 NEDD4 NFE2L3 NMI NMT2 NMU NPC2 NPL NR4A3 NTAN1 NUAK1 OPN3 OPTN OSBPL1A P3H2 PARVA PDE4D PEG10 PER3 PGM1 PHYH PKD2 PLS3 PPARG PRKCH PRPS1 PSMB10 PSMB9 PTER PTGER4 PTMS PXDC1 PYGL QPCT RASL11B RCAN1 RNF144A RRAS2 RSAD2 S100A8 S100A9 S100P SAT1 SCARA3 SCCPDH SCG2 SDCBP SEPTIN10 SEPTIN6 SERPINI1 SGCE SGPP1 SKAP2 SLC2A6 SLC31A2 SMAGP SOCS2 SPRR3 STS SYNE2 TBC1D2 TBC1D2B TBC1D8 TCIM TEAD1 TES TFPI2 TLE2 TMSB15B TNFAIP8 TNFRSF21 TNNT1 TSPAN12 TUBB2A UGT8 UPK2 UPP1 VGLL1 VTCN1 VTN XYLT1 ZNF331 RAPA_EARLY_UP.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RAPA_EARLY_UP.V1_DN ABTB2 ACTR1B ACY1 ADGRE1 ADH6 ALDH1B1 AOC3 APBA3 ARHGAP4 ASMTL ATG2A AXL BBC3 BCAT2 BCKDK BRMS1 CACNB4 CAV3 CBX4 CCDC85B CDH12 CDH22 CHKB CIB2 CIT CNKSR2 COBLL1 COG5 COL10A1 COL9A1 COL9A2 CRIP2 CRMP1 CRY2 CYP2A7 CYP2F1 CYRIA DDN DPH1 DSG1 DUSP14 DUSP2 EDDM3A EDRF1 EIF4EBP1 ENG EPHB4 ESRRA F10 FAM168A FAM182B FARP2 FLOT1 FLT3LG FOXI1 FTO FXYD1 GABRB1 GALNS GALR3 GBF1 GDPD5 GFRA2 GLUL GNAT1 GNRH2 GPR12 GPT GRIN1 GRM1 GRM2 GRN GUCA2B H4C14 HAAO HDAC6 HLA-E HLCS HSPA1A IFI27 IGFBP3 IL11RA IL12RB1 INPP5J ITPKC KCNQ1 KDM4A KDM4B KISS1 KRT17 KRT4 LGALS3BP LHB LMNA LTB MAP1A MARK2 MEP1A MET MGST2 MICU1 MID1 MINK1 MOG MROH5 MSMO1 MTMR2 MTMR3 MYCN NAGPA NCAPH NCF1 NFE2L1 NHERF1 NHLH1 NR2F1 NUMA1 NUP42 OR2J2 OSBPL2 OVOL1 PAX2 PCBP4 PCSK2 PDZK1IP1 PHYHIP PINK1 PISD PLEKHO2 PLPP3 PLXND1 PNPLA4 PPY PRELP PRH2 PRKCE PSD PSMA7 PSMD13 PTCH1 PTGS1 RAB5B RBMS1P1 RBMY2AP RNF167 ROR2 RPL29P17 SCCPDH SCO2 SEC16A SELPLG SF3A2 SF3B1 SLC22A14 SLC49A3 SMAD9 SMAP1 SNAPC4 SNTA1 SNTB1 SOS1 SOX10 SPRR1B STK11 SYNGR4 TACR1 TAF4 TFAP2A TH THOC1 TNN TRIM22 TROAP TSPAN4 VENTXP7 WDTC1 WFS1 WNK1 XRCC1 YIPF2 YTHDF3 ZBTB6 ZNF175 ZNF3 ZNF799 ZNRF4 RAPA_EARLY_UP.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RAPA_EARLY_UP.V1_UP ACOX3 ADCY10 ADGRB2 ADGRE5 ADRA1B AEBP1 ALOX15 AMOT ANK1 ANPEP ARHGEF15 ASMT ASPH ASTN2 ATF6 ATG13 ATP2C2 AVPR2 B3GNT6 BAP1 C2orf72 CACNA1C CASK CBX5 CCDC88C CCDC9 CCNG2 CDC42EP2 CDH4 CDK10 CDON CEBPA CES1 CHD5 CHRD CLCC1 CLDN14 CLK1 COL5A2 COL6A1 CTBP2 CTSD CTSF CYP11B1 CYP4A11 DAGLA DLX5 DNAH3 DRD3 EFNA5 ERVK-28 ESRRB ETV2 FABP7 FAM50A FGFR2 FKBP1A FOXJ1 FPGS FRAT2 FSCN1 FZD9 GABRB2 GAPDHS GAS8 GATB GMDS GML GNG12 GPR182 GPR31 GREB1 GRIN2C GRPR HBP1 HCRTR2 HERC3 HIVEP1 HLA-DRB6 HMBS HOXD10 HPGD HSPB6 ICOS IGKV1OR1-1 INS IRF7 ISG20L2 ITGA5 ITGAE ITPKA KCNC4 KIAA0040 KLK6 KMT2A KRT13 KRT14 KRT19 L1CAM LDOC1 LINC00563 LINC01138 LST1 MATN1 MPO MPPED1 MYRF NCOA1 NDST2 NINJ1 NKX2-8 NPY NRL NUCB1 NUDCD3 OLFML2A P2RX7 PAQR4 PARM1 PART1 PDE1B PDE2A PDE4A PDE5A PHKA1 PIGO PIP5K1B PLA2G5 PLEKHA6 POM121L1P PPIP5K1 PPP3CA PRG2 PRKCG PROP1 PTGDR PTGIR PTH2R PTK6 PTPRD RAD9A RETREG1-AS1 SCN2B SHC3 SLC22A18AS SLC25A42 SLIT1 SNCG SSH1 SST SSUH2 ST8SIA3 STUM TCP10L3 TCTA TGM4 TICAM1 TIMP2 TLE3 TMSB4Y TNFAIP2 TRIM38 USP9Y VGF VPS11 VSIG4 VTN RB_DN.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RB_DN.V1_DN ACKR3 ADAM12 ADAMTS1 AGR3 AGRN ANKFY1 ANKRD40 ANXA11 ANXA6 ARL1 ATF5 BASP1 BCCIP BHLHE40 BNC1 BST2 C18orf32 CALCB CAP1 CAV1 CD44 CD9 CDC42SE2 CDIPT CELSR1 CHAC1 CISH COL18A1 CREB3L2 CST9 CTNNAL1 CTSC CYTH1 DDIT3 DDIT4 DDX3Y DKK3 DNAJC4 DUSP14 DYNLL1 EEIG1 EFL1 EIF4E F2RL1 FEZ2 FHL1 FLNA FURIN GADD45A GJB2 GOSR2 GPR15LG H19 H2BC17 H2BC4 HS3ST1 HSPA5 IGFBP3 IL33 IRX4 LAMB3 LAMC2 LAMTOR3 LCE1F LGALS9 LIFR LMAN1 LRRC4 MICAL2 MMP13 MMP9 MOXD1 MSMO1 MVP MYADM MYORG NDRG1 NEDD9 NFIL3 NKAP NOCT NSDHL P4HA1 PDCD6 PDGFB PLXNA2 PMVK PPBP PPP2R1B PRKAR1A PSMB10 PSME1 PSME2 RASL11B RB1 RHOV RPS2 S100A16 S1PR5 SARAF SEC23A SH3BP5L SLC7A3 SLC7A5 SLCO2A1 SMIM3 SQLE ST8SIA2 STARD3NL STC2 TLL1 TMCC3 TMEM140 TMEM42 TMEM50B TNC TRAPPC12 TUBA4A UBA5 UNC119B UROS USP18 WNT3 RB_DN.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RB_DN.V1_UP AAAS ACOX3 ADA ADGRE1 AHCY ALPK3 ARTN BAZ1B BBC3 BTG2 CCNE1 CCNE2 CLN6 CRIP2 CTDSP1 DCT DCXR DDIT4L DNA2 DNAJC9 DNASE1L1 DNMT1 DUOXA1 EI24 EPHX1 FBP1 FXYD6 GAB3 GANC GCLM GNB1L GRB7 GRM8 HAT1 HES1 HEY2 ID1 IER2 IFT27 IL36RN LCMT1 LYNX1 MAN1B1 MANSC1 MAPK13 MCM6 MCM7 MDM2 MRE11 MRPL45 MRPL49 MSH6 MYC NANS NME4 NOXO1 NUDT5 NUMBL NXT1 OVOL2 PALMD PCBP2 PCDH10 PCNA PDXP PEX11B PKHD1 PLA2G6 PLEKHA6 PLXNB2 PMM1 PMS2 POLD4 POLE2 PPM1M PRIM1 PRKAB1 PRKCE RAD51C RAD54L RFC3 RPA1 RRM2 SFRP1 SIVA1 SLBP SLC24A1 SLC2A8 SLC2A9 SLC35B2 SLC7A7 SMARCA1 SNAP25 SPICE1 SPOCK1 ST3GAL4 STMN1 STUB1 SULF2 TGM1 THRA TIMELESS TIPIN TKFC TMEM54 TNFRSF18 TNFSF9 TPRA1 TUBG1 TYRP1 UBE2T UCK1 VPS16 ZFP30 ZSCAN22 ZW10 RB_P107_DN.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RB_P107_DN.V1_DN AARS1 ACADVL ACP5 AIMP1 AKAP9 ANXA1 ANXA4 AP3D1 APTX ARL1 ARPC1B BCCIP BDH1 BIN3 BLCAP BSDC1 C3orf70 CAP1 CBR4 CCDC90B CHAC1 CLIP4 COA5 COASY COG6 COQ9 CRABP2 CTSL CXCL12 DAD1 DDIT4 DENND11 DGAT1 DYNLL1 EDN1 EFL1 EIF3C ELOVL1 ELOVL6 ERCC3 GALNT11 GBE1 GJB2 GLRX GNG12 GPR15LG GSTA4 GUCA2A H2BC4 HIGD2A HSD17B12 HSPH1 IARS1 IDNK KRT79 LACTB2 LAS1L LPAR3 LPCAT3 LPGAT1 MBNL3 MOGS MTRES1 MYO1D NARS1 NFE2L1 NFE2L2 NIPSNAP1 NME7 NMI NRBP1 NSUN2 NUCB2 PAFAH1B3 PANK1 PDCD6 PEX19 PEX3 PGD PHF8 PIK3R4 PINX1 PLEKHA7 PLK3 PMM2 POLR1E POLR3G POMP POR PPA2 PPBP PRND PRSS12 PTPN9 PTPRE RARS1 RBM8A RDH11 RHOU RNF25 RSRC1 S100A16 S100A8 S100A9 SAR1B SCD SIGMAR1 SLIRP SLPI SPG11 SRI STAT6 STX7 SYTL1 TARS1 TDRD7 TLR2 TMA16 TPRG1L TXN2 TXNRD3 UBA5 UBE2G2 UBE3B UNC119B UROS RB_P107_DN.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RB_P107_DN.V1_UP ABAT ACTG2 ANAPC11 ASF1B BEX2 BGN BICC1 BLVRB CA2 CCNE1 CCNE2 CCNF CD248 CD81 CDC25B CDC45 CDH11 CDH2 CDK2 CDKN1C CENPH CENPK CES5A CHAF1B COL16A1 COL1A1 COL1A2 COL5A1 COL6A1 COL6A2 COX6B2 DCLRE1A DCT DHFR DNA2 DNAJC9 DUSP1 DYNLT1 E2F1 E2F8 EDN2 EFS ETHE1 FANCA FANCL FBLN2 FBLN5 FBN1 FEN1 FKBP10 FSTL1 GINS4 GMNN GSTM2 GTSE1 H1-10 H2AZ2 HEXD HMGN2 INCENP IPO9 KCNA1 KHDRBS3 KIF4A LCK LGALS3BP LIG1 LOXL1 LYPD1 MAD2L1 MCM2 MCM5 MCM6 MCM7 MFGE8 MRGPRF NAA40 NCAPH NELFE NRM NXT1 ORC6 PAQR4 PCNA PCOLCE PIDD1 PML POLD1 POLE POLE2 PRC1 PRDX4 PRIM1 PRIM2 PTMA RBPMS2 RFC2 RFC3 RFC5 RHEBL1 RPA1 RPA2 RPA3 RRM1 RRM2 S100A4 SAMD10 SERPINF1 SI SIVA1 SLBP SLIT3 SNCG SPIRE2 SRPX2 STMN1 SYCE2 TAGLN TCF19 TCFL5 TEK TMEM119 TMEM45B TRPM1 TRPV2 TSSC4 TUBG1 TYRP1 VEGFB WDHD1 RB_P130_DN.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RB_P130_DN.V1_DN ABCG2 AKAP9 ANKFY1 APPL1 ARHGAP24 ARRDC4 ASB13 ATAD1 ATOSB ATP6AP2 ATP9B AVL9 B2M BLTP3B BNC1 BNIP3 C3orf70 C9orf72 CAPZA2 CASP6 CHMP1B CLIP1 CLU COPB1 CSDE1 CTSB CTSC CTSK CXCL12 CYBC1 DDX1 DDX3X DDX46 DEFB1 DNAJC1 DNAJC7 DSP DSTYK DYNC1I2 EBPL EIF2S2 EIF3J EOGT ERAP1 ESF1 EVI5 FAM32A FBXO28 GABRP GADD45A GAS5 GDPD3 GJB2 GLO1 GNAI3 GNS GPR15LG GUCA2A HACD2 HK2 HLA-G HSPA1B HTRA1 IDH1 IDI1 IFITM10 KDM5B KIF16B KLK6 KLK7 KRT6C KRT79 LAMP1 LAMP2 LARP1B LGALSL LIFR LLPH MFN1 MORC3 MYORG NAB1 NCL NEAT1 NECTIN4 NRARP OLR1 PARP9 PCDHB17P PLBD1 PNRC2 PPP4R3B PRPF38B PYROXD1 RAB24 RAB8B RAP2C RASA1 RB1 RCN1 RHOV RNASET2 RRAGA RRAS SCAMP1 SCEL SEC23A SEC24C SELENOK SH3BP5L SLC10A6 SLC2A1 SLC35F6 SMIM14 SNX2 SOX21 SPG11 SPOP STAT1 STAT6 TFB2M TMEM123 TMEM140 TMEM87A TOMM34 TXLNG TXNDC9 TYW5 UBXN4 USP18 USP47 VDR VOPP1 WDR26 ZDHHC20 ZMPSTE24 RB_P130_DN.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RB_P130_DN.V1_UP ABCG4 ALK ANAPC5 AQP5 ART1 ATP2A1 ATP2A3 AURKA AURKB AVP B4GALT4 BIRC5 C11orf71 CACNG4 CARD19 CASP7 CCNB2 CDC7 CDK1 CHCHD6 CHCHD7 CMTM7 COL11A2 COQ8A CRB3 CRLF1 CRTAC1 CUEDC2 CYBA DCTPP1 DUSP13 EFTUD2 EIF1B ELOF1 ENKD1 ERG EXOSC2 FADS2 FAM187A FAM220A FGF10 FOXI1 FST GC GFER GLIS2 GPN3 GREM2 GRTP1 H2AL3 HINT1 HMGA2 HYAL3 ICA1 IER3 KAZN KIF20A KIF22 LITAF LSM4 MBD3 MIGA2 MRAS MYG1 MYLK MYOZ2 NKD2 NKX2-8 NPPB NSMCE1 NXNL1 ORC1 OXLD1 PARS2 PCSK5 PDZK1 PF4 PIMREG PIWIL1 POLD2 POLR2I PPP1R15B QTRT1 RABEPK RACGAP1 RAD51D RASA4 RASD1 RASGRF1 RENBP RGL3 RGS16 RHOJ RIPK3 RSPH9 RUVBL2 SDF2L1 SELENOH SEMA5B SEMA6B SGSM3 SIM1 SIM2 SLC11A1 SLC13A2 SLC22A3 SLC29A1 SLC43A3 SLC7A9 SNN SNRPB SNTA1 SPATA13 STAT5B STMN3 SULT1B1 TAL2 TEAD1 TINAG TK1 TRAF2 TRAF4 TWIST2 UBE2C USP13 VSIG2 WNT2B ZBTB12 ZBTB17 ZNF428 RELA_DN.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RELA_DN.V1_DN ADGRE1 ADRA1D APCS ATP6V0A4 AVP BMPR1B C1orf21 C5AR2 C7 CA9 CALY CAPN9 CCNK CD247 CD53 CDON CH25H CHIT1 CLCN1 CLDN6 CRISP2 CST1 CUBN CXCL10 CXCL11 CXCR3 CYTIP DCSTAMP DLK1 DNAJC15 DNMT3A DSG3 DUOX2 ECEL1 EGFL6 ERC2-IT1 F13B FMO5 FTCD GCNT1 GDF5 GNMT GNRH2 GPER1 GPR3 GSTM1 H2AC8 H4C13 H4C2 HAS1 HDAC9 HOXD3 HRC HSD17B1 HTR3A HTR3B IDUA IL17RB IL2RG IL7R KCNA2 KCNJ1 KCNJ15 KCNK5 KLF8 KLK11 KLK7 KNL1 KRT1 L1CAM LCE2B LGALS4 LUZP4 MBNL2 MC2R MECOM MMP16 MST1R MUC4 MYOC MYOM1 MYOM2 NECTIN1 NEURL1 NFE2 NNAT NPL NPY4R NRXN3 OR10H1 OXT P2RY6 PC PKLR PLA2G10 PRRG2 PRSS8 PSCA PSD PTN PTPN7 RAB30 RAMP1 RASA3 RBBP9 RBMXL2 RBP1 RFX2 RHOH SEMA3A SERPIND1 SEZ6L SIGLEC5 SLC12A5 SLC22A18AS SLC9A5 SPINK2 SPRY4 SRPX2 SSX1 STAG3 TACR3 TACSTD2 TAF13 TBX5 TEF TFDP3 TFEC TFF1 TMEM176A TNFRSF8 TNNI3 TPTE TRAF1 TXNRD2 UTS2 VEGFC WNT2 XPNPEP2 RELA_DN.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RELA_DN.V1_UP ADAMTS13 AGPAT4 AP4E1 APBA2 APOB ATF3 ATP2A1 ATP5F1C ATP8A2 BCO1 BIN1 BPNT1 CCL2 CD38 CDHR5 CDK5R2 CDKN2B CELP CHST1 CLDN15 CLK1 CRB1 CRYGA CST5 CTF1 CYP26B1 DAPP1 DEFB1 DEPP1 DGKI DLGAP1 DNMT3L DUSP8 DYSF EFNA1 EGR1 EGR3 ESM1 ETFDH F3 F9 FGF17 FGF2 FHL5 FLRT1 FOS FOSB FOSL1 FXYD7 FZD9 GAD1 GADD45B GAS7 GHRH GJB1 GLS2 GLYAT GNRH1 GPR183 GPR85 GPT GRAP HOOK1 HTR1F IL1B INE1 INTS6 JUN JUNB KCNA1 KCNC4 KCNJ16 KCNQ4 KDM5D KLF10 KLF6 KMO KMT2D LAMC2 LGMN LHCGR LILRP2 LMO7 MAGEB4 MAK MC3R MEP1B MS4A3 MTMR11 MYBPC3 NFIC NLK NOL4 NOVA1 NTS P2RY10 P2RY11 PAFAH1B2 PDE5A PDK1 PEX6 PGGT1B PIP PNLIPRP1 PODXL2 PPAN PPP1R15A PRDM11 PRKG1 PTGS2 RIPK1 RNF25 RNF39 RREB1 SAMSN1 SCG5 SIRPB1 SIRT4 SLC27A6 SLC6A14 SLC7A1 SNAI1 SNAPC1 SRCAP TANK TEX14 THBD TLX1 TNC TNFRSF9 TPMT TREX1 TRIM38 ULBP2 USP9Y VDR VEGFA VEGFB WASL WRNIP1 XCL1 ZFP36 ZFP36L1 ZFP37 ZNF165 ZNF222 ZNF286A ZNF324 ZNHIT2 RPS14_DN.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RPS14_DN.V1_DN ACKR1 ADD2 ADGRA3 AGAP1 AGFG2 ALAD AOC2 APOBEC3A APOOL ARHGAP11A ART4 ASNS ATAD2 ATP1B2 B3GALNT1 BAG2 BAG3 BCAT1 BYSL C14orf132 CA3 CAD CBS CCNB2 CD320 CDC20 CDC6 CDCA3 CDR2 CENPE CHAC1 CHST5 CLCN4 CNN3 COBLL1 COLEC11 CRISP2 CRMP1 CYBRD1 DBH DDN DEPDC1 DGCR11 DLGAP5 DNAJA4 DOCK9 DYRK3 E2F8 ECT2 EIF2B3 ELMO3 EMP2 ENG ENSG00000291006 EPB41 EPCAM ERCC2 ERCC6L ESPL1 EXO1 EYA3 FBXO5 FICD FZD5 GAL GATC GCDH GEMIN4 GINS2 GLRA2 GPATCH4 GSTA4 GTF2H4 GUF1 HGH1 HMGN5 ID1 IL15RA IL7 INCENP IPO4 ISOC2 KANK2 KCTD20 KIF15 KIF20A KIF23 KIF2C KIF5A KLHL7 KRT13 LARS2 LGR4 LLPH LRRC20 MACROD1 MAMLD1 MANEA MCM10 MCM5 MDM4 MIPEP MKI67 MRPL12 MRPS2 MRTO4 MSH2 MTPAP MYBL2 MYH10 MYLIP MYO19 MYOC NCAPH NDC1 NEFH NID2 NLE1 NMU NOC3L NUP155 ORC1 PBK PC PCK1 PCOLCE PCSK7 PES1 PKLR PLK1 POLD1 POLR1F PRC1 PRMT3 PSAT1 PYCR1 RAP1GAP RASIP1 REPS2 RGS5 RPS28 RPUSD2 RRS1 S100A3 SERHL SH3TC2 SHMT1 SIRT4 SLC25A21 SLC29A1 SLC29A2 SLC31A1 SLC43A1 SLC6A8 SPHK1 SPTB SRD5A3 SRM SRR STEAP3 STMN2 SUV39H2 TBRG4 TFAP2B TGM2 THEM6 TK1 TLN2 TLX2 TMSB15A TPRA1 TRIM29 TRIP13 TSPO2 TUBB2A TUBB2B TUBG1 TUBGCP4 TWNK USP5 VARS1 ZC2HC1C ZNF74 ZNHIT2 ZNRD2 ZWILCH RPS14_DN.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RPS14_DN.V1_UP ACKR4 ACTA2 ADA ADA2 ADAMDEC1 ADAMTS6 ADRA2A AIF1 ALCAM ANKRD1 ANPEP ANXA3 ANXA6 ARHGAP25 ARHGEF3 ARL4C ATP8B1 ATP8B4 AZU1 BCL2A1 BCL6 BIRC3 BST1 C3AR1 CACNB4 CALB1 CAPG CASP1 CCL1 CCL2 CCNA1 CD14 CD300A CD69 CD9 CDC42EP3 CDCP1 CDKN1A CEACAM6 CEACAM8 CELA2A CLEC2B CLEC5A CLEC7A COLEC12 CPM CR1 CRIM1 CROT CRTAM CSTA CTSG CTSH CTSS CXCL8 CYFIP2 CYP1B1 CYSLTR1 DCN DMXL2 DNAJC22 EGR3 ELANE EMP1 ENPP2 EPS8L2 EVI2A EVI2B F13A1 F5 FBN2 FLVCR2 FRY FUCA1 GDF15 GFI1 GJA1 GNAZ GNB5 GPNMB GPR137B GPR183 HCK HESX1 HEY1 HLA-DMA HLA-DMB HLA-DQB1 HLA-DRB4 HLA-DRB6 ICAM3 IFI16 IGFBP7 IGSF6 IL1B IL1RAP ITGAL ITGAM ITGAX ITGB2 JAG1 KBTBD11 KCTD12 KMO KYNU LECT2 LINC00461 LPXN LST1 LY75 LY86 LY96 MAF MARCKS MDFIC MNDA MPL MS4A6A MX1 MX2 MYO1F NCF2 NKG7 NR4A3 NYNRIN P2RY14 PADI2 PDE4D PDGFA PF4V1 PID1 PILRA PLA2G7 PLAU PLK2 PMP2 PRG3 PROM1 PRTN3 PTGDS PTGER4 PTPN22 PTPRE PTPRG PTPRO PYCARD RAB31 RASAL2 RASGRP3 RBM47 RCBTB2 RGL1 RHOB RIN2 RMST SASH3 SCN3A SDC4 SEMA3D SEPTIN10 SESN1 SFXN3 SH2D2A SH3BP5 SH3GL3 SIRPA SLAMF8 SLC31A2 SMAD3 SNTG1 SORL1 SPINK4 SPINT1 SPP1 SPTLC3 ST3GAL6 STX3 TAC3 TFEC TGFBI TIGAR TM6SF1 TNFAIP2 TNFRSF10C TNFRSF9 TRIM22 TRIM36 TYROBP VNN1 VWF ZMAT3 SINGH_KRAS_DEPENDENCY_SIGNATURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SINGH_KRAS_DEPENDENCY_SIGNATURE ADAM8 AMPD3 AREG C1orf116 C6orf141 CLDN7 DAPP1 FAM83A FGFBP1 LAD1 LAMA3 LAMC2 MAOA MST1R PRSS22 SDR16C5 SEMA4B SH2D3A TGFA TMEM45B SIRNA_EIF4GI_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SIRNA_EIF4GI_DN ABITRAM ACYP1 ADIPOR2 AKAP10 ANKRD49 ATMIN ATP2B4 ATP6V0E1 BET1 C1QTNF1 C2CD2 C3orf14 CCL2 CDC6 CDH11 CDKN2C CDR2 CENPS CFTR COPS7A CSAG2 CYTL1 DCTN6 DUSP4 EIF5A2 ENOX2 FAM111A FCHSD2 FSTL1 FUT6 GH2 GJA10 H3C1 HLA-DPA1 HSD11B1 HSD17B12 IGF2BP2 IMPA1 ITGAE KIFBP LOXL2 MAGEC2 MAN2A2 MAP3K19 MAP4K3 MAPKAPK5 MBD5 MFAP5 MRGBP MRPL9 MYD88 MYO19 NEDD4 NEK7 NTAQ1 NUS1P3 OPN1SW PAPSS2 PBX3 PDCD10 PDE6D PDHX PMP22 PPME1 PSMC3IP PSME3 RAB1A RAB7A RARB RIMS2 RIPK2 RNF34 S1PR1 SCML2 SHCBP1 SLC17A7 SLC31A1 SLC43A3 SMURF2 SNX10 SP140L SPTSSA SRPK1 SRSF8 SSR3 STAG1 STAMBP SUPT20H TAF11 TANK TMA16 TMEM156 TMEM39A TRIP13 TRPC5 TXNDC9 UAP1 VPS54 SIRNA_EIF4GI_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SIRNA_EIF4GI_UP ADSL AFG3L2 ALDH7A1 ASAH1 ASS1 ATF3 ATP1A1 ATP5F1A BTG2 CA2 CAMLG CCN5 CCT4 CEBPD CORO1B CPNE1 CSDE1 CSE1L CTSC CTSH DAG1 DDX50 DDX54 DRG1 DTX4 ECI1 EID1 EIF3K EMC9 EPRS1 ESYT1 FBXO46 FCAR FRAT2 FXYD3 GIN1 GLUD1 GPR15 GSS HADHB HLA-B HSPB1 HSPD1 HTRA2 IGF2R INPP5D INTS13 KIF2A LAP3 LETMD1 LRPAP1 MAGEF1 MATR3 MIA3 MPV17 MRPS30 MTO1 NCAPD2 NDUFS8 NONO NQO1 NSG1 PAPSS1 PDHA1 PERP PMPCB PSAP PSME1 PTPN13 PYGL RMND1 S100A14 SAA1 SAMM50 SETDB1 SLC25A3 SLC25A5 SLCO1A2 SPART SPRR1A SPRR1B ST13 SUGCT SUN2 TCF25 TCTN1 THADA TNNT1 TRAF3IP2 TXNIP UBE2E1 UQCRC2 XPC ZBED1 ZFP36L2 SNF5_DN.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SNF5_DN.V1_DN ABCA4 ACAA1 ACYP2 ANGPTL4 ANK3 ANKRD1 ANXA8 ARHGEF28 ATP8A2 ATP9A BNC1 C1QTNF1 CACNB4 CARD10 CBR3 CCR7 CD99L2 CDH10 CDKN2A CELF4 CHODL CHRNB1 CLCA1 CLEC1B CNTN1 CP CRCT1 CRMP1 CSGALNACT1 CTH CYP7B1 DES DIO2 DNAJA4 DPEP1 DSG2 DSP EBF2 EFEMP1 EFNA3 ENO3 ESR1 FABP4 FADS3 FAH FBLIM1 FGF13 FLT4 FLYWCH2 FOXD1 FOXG1 FRZB GABRB1 GATAD2A GDNF GPX3 GRIA3 HOXA5 HOXB9 HSD17B7 IL11 IL13RA2 IL3RA IRAG1 IRS4 ITGA3 ITGA7 IVL IZUMO1R KCNAB1 KIRREL1 KLK11 KNG1 KRT27 LMOD1 LOXL4 LTB4R2 LY75 MALAT1 MAPK13 MCUB MGST2 MMP10 MMP13 MMP3 MYH3 MYLK NFKBIZ NHERF2 NIPAL2 NNMT NPR1 NPR3 NSG1 OLR1 OTUD7A P2RX5 PANX1 PAPPA PCOLCE2 PDLIM5 PDZK1 PIP PKP1 PKP2 PPBP PRKAR1B PRKG2 PRSS12 PTPRK PTPRVP PTPRZ1 RAB3GAP2 RABEPK RAG2 RAPGEF3 RBP4 RCAN2 RFX3 RGS16 RGS5 RIMKLB RNF128 RPS6KA2 RRAD SH3RF1 SIM2 SLC16A3 SLC1A6 SLC30A4 SLC44A4 SLCO3A1 SMARCB1 SMIM10L1 SNCA SPEG STAR STK26 STMN4 SYTL2 TCIM TFPI2 TINAGL1 TMEM176A TMEM176B TMEM53 TNFRSF21 TNNT2 TPD52L1 TRAPPC6A TRAV38-2DV8 TRO UCHL1 VNN1 WFIKKN1 XIST YIPF2 SNF5_DN.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SNF5_DN.V1_UP ABCE1 ABHD14A ABI3BP ACTL6A ADI1 AGTR2 AIF1 ANPEP APOD APOE AQP5 ARMH4 ASS1 ATP1B1 AURKB BUB1 C17orf49 C19orf48P C1QC C1QTNF3 C1R C1S C3AR1 CAVIN3 CCL3 CD109 CD48 CD52 CD53 CD68 CD9 CD93 CDO1 CFP CHD9 CIP2A CKAP2 COL15A1 COL26A1 COPS4 CORO1C CSF1R CX3CR1 CXCL10 CXCR4 DARS1 DCAKD DDX3X DDX3Y DENND4C DHRS1 DLK1 DTL EGFL6 EGR2 ELN ENPP3 EVI2A EVL EWSR1 FABP7 FBLN1 FBXO6 FCGR1A FDPS FGF18 FMOD FNBP1 FNDC1 FYB1 GABRQ GALC GBP1 GBP6 GOT1 GRK6 GTF2A1 GTF3A HAPLN2 HAT1 HJURP HLA-A IARS1 IER5L IFI44L IFIT1 IFIT2 IL5 INPP5B ISG20 ITGB2 KCNJ10 KIF20A KLHL42 LAMB2 LCP1 LGALS3BP LGR5 LHX2 LILRB1 LIX1 LMO2 LRP5 LSM2 LY86 MCM5 ME2 MEDAG MEST MLF2 MMP14 MRTFA MSX1 MT3 MYH1 MYH2 NCAN NCAPG2 NDE1 NRROS OASL OLIG1 OTULINL PIGP PITPNB PLCE1 PLD3 PLD4 PLEK PNN POFUT2 PPIL2 PPP4C PRPS1 PRRX2 PSMB8 PSMB9 PSMD8 PTPRC RABAC1 RBL1 RCC1 RIPOR2 RNF13 SCG2 SEMA4D SFRP2 SLC1A5 SLC2A3 SLC6A6 SMAD2 SOSTDC1 SOX2 SP110 SPI1 SRPX STOML2 TAP2 TAPBP TERF1 TGFB3 TIPIN TMEM106A TMEM267 TREX1 UBE2C USP15 VAMP5 VPS50 WAS ZMYND19 ZNFX1 ZWILCH SRC_UP.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SRC_UP.V1_DN ABHD3 ACSL4 ACTL6A ADA ADGRE1 ADGRF1 ADH4 ANHX ANO7 ARL15 ARRDC3 ARSJ ATAD2 ATPSCKMT B3GNT3 C1orf159 C8B CA7 CAPN12 CARNMT1 CDCA7 CDK11B CENPH CENPS CERKL CHAC2 CHCT1 CLCA4 CMTR2 COBL COL8A1 COMMD9 COP1 COQ4 CPPED1 CSAD CTDP1 CWH43 CXCL5 DCAF17 DEPP1 DGCR11 DISP2 DPYD DTWD1 E2F8 EIF3CL EMB EREG EZH2 FAM153A FANCL FRMD4B GALNTL6 GDPD3 GFRA3 GINS1 GJB6 GON7 GRID1 GTF2H2 HOXB2 HS3ST3A1 IFI6 IFIT1 IFITM10 IL7R IRAK2 IRGC IRX5 IVL KCNMB3 KIAA1143P1 LFNG LIG1 LINC00842 LYPD3 MACF1 MAP3K6 MCM3 MCM4 MCM5 MEGF6 MGARP MIR17HG MMP1 MMP10 MMP3 MN1 MON1A MYSM1 NBEAL1 NDUFV1-DT NFKBIE NID2 NLRP8 NOL12 NPY5R NRP1 NYNRIN OTUD6B PAK3 PC PCDH19 PCDHB4 PHLDA2 PIK3C2B PIK3C2G PKP2 PLAT PLK4 POLR1A POP1 PPIL1 PRR19 PRSS33 PTBP2 PTGER4 RAB33B RACGAP1 RAP1A RARA RCBTB2 RFTN1 RNF168 RNF220 RRN3 RTN4IP1 S100A9 S1PR3 SANBR SCRN2 SEMA6B SERPINB2 SH3TC2 SLC12A5 SLC2A6 SLC7A14 SNX32 SOAT1 SPDYE1 SPNS3 SPRR1B ST8SIA2 STARD3 STK17B SUV39H2 SYT1 SYT15 TGM5 TMCO2 TMEM14A TMOD1 TREML1 TRIM73 TTC14 UHRF1 UNC119 UTS2R WASH3P WT1-AS ZBED2 ZNF135 ZNF3 ZNF436 ZNF451 ZNF628 ZNF721 ZNF782 ZNF789 SRC_UP.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SRC_UP.V1_UP A1BG-AS1 AAAS AADAC ABTB1 ACAP1 ACY3 AGPAT3 AIM2 AMER1 ANGPTL6 APBA1 APC2 APOA5 ARRDC1-AS1 ASPSCR1 ATOX1 ATP6V1E1 ATP8A2 BAHD1 BCL2 BCRP3 BMF BRWD1-AS2 C19orf73 C2orf73 CABP2 CALML5 CAPS CASC22 CCDC65 CD70 CDRT15 CEACAM19 CFAP45 CFAP46 CFAP74 CHCHD10 CLDN9 CLIP3 COL26A1 COL4A4 COX4I2 CPLX2 CRTAC1 DCLRE1A DLGAP1-AS2 DLL3 DNAJC22 DTX2 DUOXA2 DYRK4 ENSG00000255240 ESR2 ETV7 FBLN2 FBXO44 FES FGF23 FMN2 FNDC4 FNDC8 FOS FOXO4 FUT5 GALK1 GAS6-DT GINS2 GP2 GPR15 GPR55 GPX5 GRWD1 GVQW3 HMX1 HPX IBA57-DT ICAM5 IGFALS IRF8 KCNH3 KCNQ1DN LAMC3 LAMP3 LCE3D LEKR1 LELP1 LGI4 LINC00112 LINC00628 LINC00661 LINC01667 LPO LYVE1 LYZL4 MAMDC4 MAPK8IP2 MATK MBD3L1 MED10 MIOX MLXIPL MMP16 MORN3 MRPS34 MTMR9LP NAALADL1 NAT8L NEU1 NKX6-3 NMRK2 NPC1L1 NUDT4B NYX ODAD4 OPRL1 OR1F1 PACSIN3 PCP4 PDZD7 PFKFB1 PI16 PIK3R5 PIN1 PLAAT4 POU3F2 PPP1R3B PRADC1 PRPS1L1 PRR3 PSG8-AS1 QPCTL RAB3A RFXANK RNASE1 RPRM SCARF2 SEC11C SH3BGR SLC22A6 SLC25A22 SLC25A23 SLC26A1 SLC35F4 SLC4A9 SMO SMTNL1 SOCS1 SPPL2C SRC SRMS STAB2 STAC3 SUGCT SULT4A1 SVBP SYN1 TAF3 TCEAL3 TECTA TFR2 TM4SF5 TMEFF2 TMEM106C TMEM11 TMEM255B TMEM88 TMSB4Y TMUB1 TONSL TOX3 TRIM15 TTC21A UBIAD1 VN1R2 VPS37D VWA3B WTIP YIF1B STK33_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STK33_DN ABHD14B ABLIM1 ACAP1 ACOX2 ACP6 ACY1 ADCY3 AFF3 AKR1A1 ALCAM ALOX5 ANKLE1 ANPEP ANTKMT ANXA3 APBB2 APEH ARHGEF26 ARMH1 ART3 ASL ASNS BACE2 BCL2 BDH2 BEND5 BEND6 BEX2 BMX BPI BPNT1 BSPRY BTLA BTN3A3 C10orf95 C12orf75 C16orf74 C1orf115 C2orf68 C3orf80 CA8 CACNA2D3 CAD CARS2 CAST CCDC125 CCDC26 CCL5 CCNJ CDA CDC42EP3 CDK8 CEACAM6 CEP57 CHML CHPT1 CLTCL1 CPXM1 CR2 CRYBG1 CYFIP2 CYP4F2 CYP4F3 DCHS1 DDAH1 DEFA6 DGKZ DHRS11 DNAAF3 DOCK8-AS1 DPH2 DSG2 EEF2K ELMO3 ELOVL6 ENDOD1 ENHO ENSG00000291006 ERVH48-1 F13A1 FAHD2A FAM117B FAM241A FANCE FBLN7 FBN2 FDXR FERMT1 FLT3 FTSJ1 GALNT12 GAS2 GJB2 GJB6 GPAT2 GPM6A GPM6B GPRASP2 GPT2 GZMA HES6 HGH1 HHLA2 HK3 HOXA10 HPDL HSD17B8 ID3 IL17D IL22RA2 JPH1 JPT2 KATNB1 KAZN KBTBD11 KCNN2 KHDC1 KIAA1143P1 KIT KLF5 KLRG2 LAMP3 LAMP5 LCK LGALSL LINC00926 LPAR3 LPCAT2 LRATD2 LRRK2 LYRM7 MANSC1 MAP3K15 MAP3K21 MAP4K1 MAPK14 MAPKAP1 MATN2 MBLAC2 MFSD3 MGAT4A MICAL2 MPRIP MREG MROCKI MS4A3 MTARC1 MTARC2 MTFR2 MTG1 MTR MTURN NDFIP1 NEO1 NFE2 NHLRC2 NHSL2 NLRC3 NR2F2 NUDT11 NXT2 OBSL1 OGDHL ORM1 OSBPL1A OXCT2 P3H4 PADI2 PALD1 PARP16 PAWR PCBD1 PCCB PCYOX1 PCYT1B PDCD2L PDGFRL PFKM PIGW PIK3CB PIK3R3 PIP4P2 PLCH1 PLPP6 PLS1 PLXND1 PM20D2 PNMA2 PODXL POGLUT2 POLD1 POLD2 POLR3B PPM1H PRAM1 PRKAR2B PROK2 PROSER1 PSPH PSTPIP2 RANGRF RASGRP1 RET RETREG1 RGS16 RIPOR2 RMI2 RNF144A RORB RRP15 RSAD1 RTL10 RXFP1 SATB2 SCD SCLY SERPINB10 SERPINB2 SETD7 SETMAR SH3GL3 SHISA2 SIDT2 SLC18B1 SLC25A32 SLC25A39 SLC26A8 SLC27A5 SLC35F1 SLC37A4 SLC38A5 SLC43A1 SLC8A1 SLC9B2 SLCO4C1 SLPI SPNS3 ST6GALNAC3 STAR STC2 STEEP1 STX11 SYDE2 SYTL1 TANC2 TCTA TENT5C TEX15 TMEFF1 TMEM143 TMEM243 TMEM45A TNFAIP8 TNFSF10 TNKS TPD52L1 TRAF7 TRHDE TRIM58 TRIT1 TRPC5 TSPAN2 TXNRD3 UAP1L1 UCA1 VARS1 VAT1L VCL VKORC1L1 VMA21 VPS13C WDR18 WDR36 WDR54 ZBED3 ZDHHC23 ZEB1-AS1 ZNF280C ZNF664 ZNRF3 STK33_NOMO_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STK33_NOMO_DN ABHD14B ABTB3 ACAP1 ACOX2 ACP3 ACY1 ADCY3 ADCYAP1 ADGRA2 ADSL AFF3 AGO4 AKR1A1 ALCAM ALOX5 ALX3 ANKLE1 ANPEP ANTKMT ANXA3 AP5B1 APBB2 APEH APOBEC3C ARG1 ART3 ASL ASNS ATP6V1C2 BACE2 BCL2 BDH2 BEND5 BEND6 BEX2 BHLHE22 BIK BIVM BMX BPNT1 BSPRY BTLA BTN3A3 C10orf95 C16orf74 C1orf115 C2orf68 CAMK1D CARS2 CCR10 CCR7 CD24 CDA CEACAM6 CHML CHPT1 CHRDL1 CILK1 CKMT1A CLEC5A CMTM8 CR1 CR2 CRYBG1 CYFIP2 CYP4F3 DDAH1 DEFA6 DGKZ DHRS11 DLX6-AS1 DOCK8-AS1 DOP1B DPAGT1 DSG2 EGLN3 ENHO ERVH48-1 EXPH5 F13A1 FAHD2A FAM117B FAM241A FANCE FBLN7 FBN2 FCGR3B FDXR FERMT1 FLT3 FMR1 FPR2 FTCDNL1 GALNT12 GALT GCH1 GDA GJB2 GJB6 GPAT2 GPM6A GPT2 GZMA H1-0 HCG11 HEATR5A HES6 HGH1 HHLA2 HK3 HNF4G HOXA10 HOXD13 HPDL HSPA4L IDNK IGLL1 IL17D IL18R1 IL18RAP IL22RA2 ITGB7 JDP2 JPH1 KATNB1 KAZN KIAA1143P1 KIT KLF5 KRT81 LAMP3 LAMP5 LCK LGR4 LINC00926 LINC00938 LPCAT2 LRRK2 LYRM7 MAGI2 MANSC1 MAP3K15 MAP3K21 MAP4K1 MAPK14 MAPKAP1 MATN2 MBLAC2 MFSD3 MFSD6 MGAT4A MICAL2 MOGS MROCKI MTARC1 MTFR2 MTG1 MTHFD2L MTR MTURN MZT1 NEDD4 NEO1 NHLRC2 NHSL2 NUDT11 NXT2 OBSL1 OSBPL1A OXCT2 PADI2 PALD1 PAWR PAXIP1-DT PCBD1 PCCB PCYOX1 PCYT1B PDGFRL PIGW PIK3R3 PIP4P2 PLCH1 PLEKHJ1 PLPP6 PLS1 PLXND1 PM20D2 PNMA2 POGLUT2 POLD1 POLD2 POLR2J2 PPP1R1B PRAM1 PRG4 PROK2 PROSER1 PRSS21 PSPH PSTPIP2 PTGER2 PTPRCAP RANGRF RASGRP1 RET RETREG1 RGR RMI2 RNF144A RORB RRP15 RTL10 SAMD13 SATB2 SCD SDK2 SELL SEMA3C SEPTIN1 SERPINB10 SETD7 SHISA2 SIDT2 SIRPB2 SLAIN1 SLC16A14 SLC16A4 SLC25A32 SLC26A8 SLC35C2 SLC35F1 SLC37A4 SLC39A14 SLC40A1 SLC43A1 SLC47A1 SLC8A1 SLC9B2 SOBP SOCS2 ST14 ST6GALNAC3 STAR STEEP1 STX11 SYDE2 TCEAL8 TCTA TET1 TEX15 THEM6 TIGD1 TMEM143 TMEM243 TMEM45A TMTC2 TNKS TOLLIP-DT TPD52L1 TRHDE TRIM58 TSPAN2 TUBBP5 TXNRD3 UCA1 USP44 VARS1 VAT1 VAT1L VKORC1L1 VMA21 VPS13C WDR18 WDR36 XAF1 ZDHHC23 ZEB1-AS1 ZNF280C ZNF623 ZNF664 ZNRF3 STK33_NOMO_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STK33_NOMO_UP A2M ABCA1 ABHD2 ACP5 ACSM3 ACVR1 ADAM28 ADAMDEC1 ADGRE2 AKTIP ANKRD12 APPL2 AQP9 ARID5B ARL4C ARL5B ARNT2 ARRDC3 ASPH ATG101 ATG14 AUH BBS12 BCL3 BCL6 BTBD7 BTG2 BTG3 C15orf48 C1QC C3AR1 C5AR1 CAB39L CACUL1 CADM1 CAMK2D CAPRIN2 CC2D1B CCDC71L CCL20 CCL4 CD300C CD80 CDC37L1 CFL2 CGRRF1 CLEC2B CLEC7A CLVS1 CNIH3 COL6A3 COQ10B CPEB4 CREBL2 CREBRF CRK CSRNP1 CTTNBP2NL CXCL1 CXCL2 CXCL3 CXCL6 CYP2E1 DAB2 DAPK1 DCANP1 DCSTAMP DDIT4L DENND1B DNAAF4 DNAAF9 DOCK4 DOLK DPP10-AS1 DPY19L4 DUSP1 DUSP5 EFNB2 EGR2 EGR3 ELK4 EMP1 EOMES EPAS1 FABP4 FAM114A1 FAM13A FAM199X FAM234B FBXL13 FBXO32 FCHO2 FCRLB FNDC3A FOS FOXQ1 GALNT4 GAN GASK1B GBP3 GCNT2 GDF15 GFPT1 GJA1 GLIPR1 GNA12 GNG11 GNPDA2 GPATCH2 GPNMB GPR137B GPRIN3 H2BC4 H2BC8 HACD4 HAVCR2 HBP1 HCAR3 HECTD2 HECW2 HINT3 HMOX1 HNMT HSD11B1 ICAM1 IER3 IFI16 IL10 IL10RA IL1A IL1B IL1R1 IL1R2 IL6ST IL7R IRS1 JAKMIP2 JUN JUNB KBTBD8 KCNJ15 KCNJ2 KCTD3 KDELR3 KIAA0232 KIFBP KIFC3 KITLG KLF6 KLHL28 KMO KYNU LACC1 LAMB3 LCOR LDAF1 LIMK1 LINC02003 LRRC25 LY6K LY96 MAFF MANBAL MAP3K8 MAP4K3 MEIS3P1 MERTK MGAT4B MIDN MIR21 MIR22HG MMP1 MMP10 MORN2 MTMR9 MTSS1 MYOZ2 NAMPT NCEH1 NEAT1 NECAP1 NKIRAS1 NPEPPS NR1D2 NRAS NRP1 NUAK1 OLR1 OSTM1 OTUD1 P2RY14 PANX1 PELI1 PGBD5 PHLDA1 PID1 PINLYP PLAU PPBP PPCS PPP1R15A PPP1R3B PPP3R1 PSD3 PTBP2 PTGFRN PTPN3 PTPRO PTX3 RAB12 RAB8B RABL6 RASGRP3 REC114 RELCH RETREG2 RGS2 RHOB RIN2 RIT1 RNASEL RND3 RNF149 RNF19A SAMD9L SAR1B SCG2 SDC4 SEMA4D SEPTIN10 SETBP1 SGK1 SGPL1 SIGLEC9 SIPA1L2 SLC11A2 SLC12A6 SLC24A3 SOS1 SPRED1 SQSTM1 ST3GAL1 STAM2 STC1 STK17B STX12 STX6 SYNJ1 TBCEL TDO2 TFEC TGIF1 THAP1 THBD TLR1 TLR6 TM6SF1 TMEM255A TNFAIP6 TNFSF15 TPSAB1 TREM1 TRIM23 TRIP11 TTC30B TUBB2A TWF1 UBE2W UBE3C UEVLD ULK2 UNK UPP1 USP53 VWA5A WBP2 WDR19 WDR20 WHAMM WNT5A YES1 ZBTB18 ZCCHC14 ZEB2 ZFP36 ZFP36L1 ZIC2 ZMYND11 ZNF222 ZRSR2P1 STK33_SKM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STK33_SKM_DN ABHD14B ABLIM1 ABO ACAP1 ACOX2 ACP6 ACY1 ADAMTS5 ADCY3 AFF3 ALDH1L2 ALOX5 ANKLE1 ANKRD2 ANPEP APBB2 ARHGEF26 ARMH1 ASL ASNS ATP8B2 BACE2 BANK1 BCL2 BEND5 BEX2 BFSP2-AS1 BICD1 BMP2K BMX BPI BPNT1 BTLA C10orf95 C1orf115 C2orf68 C3orf70 C3orf80 C4orf19 CA8 CACNA2D3 CALD1 CAMK4 CARS2 CAST CC2D2A CCDC125 CCDC187 CCDC26 CCL5 CCR2 CD3D CDA CDC42EP3 CDH7 CDK8 CEMIP CHML CHPT1 CLTCL1 CPED1 CRIM1 CRIP2 CRIP3 CRYBG1 CTSLP3 CXCL16 CYFIP2 CYP4F3 CYP7B1 DDIT4L DEFA4 DHRS11 DHRS9 DNAAF3 DPH2 DPP10-AS1 DZIP1 EEF2K ELOVL6 ENSG00000291006 EPHX2 FAM117B FAM186B FAM241A FBLIM1 FERMT1 FLT3 FOXP2 FRMD5 GABRA4 GABRA5 GALNT12 GAS2 GBX2 GPM6B GPR37 GPR84 GPRASP2 GPX7 GRB10 GRB14 HBA2 HGH1 HMGA2 HSD17B8 ICAM3 ID3 IL12RB2 INAVA INTS14 JPH1 KAAG1 KAZN KCNN2 KCNN3 KHDC1 KIT KLRG2 KRT23 LAMB3 LILRA2 LINC00926 LINC01913 LINC02239 LPAR3 LRATD2 LRRC34 LRRK2 LYRM7 MANSC1 MAPK14 MARCKS MCTP2 MOCOS MREG MS4A3 MSRB3 MTARC1 MTARC2 MTG1 MTR MTURN MUSTN1 MYO1B N4BP2L1 NFE2 NHSL2 NID1 NKX1-1 NLRC3 NPR3 NR2F2 NUDT11 OBSL1 OGDHL OR2W3 ORM1 OXCT2 P3H4 PADI2 PARP16 PAWR PCBD1 PCCB PCDH8 PCGF2 PDCD2L PDGFRL PFKFB1 PFKM PHACTR3 PIK3CB PIP4P2 PLCH1 PLS1 PODXL POGLUT2 POLD2 POLR3B PPM1H PPP1R3C PRAC1 PRDM11 PRKAR2B PROCR PROK2 PRSS1 PRSS50 PRTG PSPH PWP2 PYROXD2 RAB27B RAB38 RANGRF RAPGEF5 RGS16 RIPOR2 RPL3L RSAD1 RXFP1 SBDS SCD SERPINB10 SERPINB2 SERPINB8 SETMAR SH3BGRL2 SH3D19 SH3GL3 SHISA2 SLC18B1 SLC25A32 SLC35F1 SLC39A3 SLC43A1 SLC6A15 SLCO4C1 SLITRK5 SLPI SNTB1 SORL1 SPIB SPNS2 SPNS3 SPP2 SPRY1 STAR STBD1 STC2 STING1 STK33 SV2A SYDE2 SYNJ2 TANC1 TANC2 TBC1D30 TBL1Y TEAD4 TEKT2 TENT5C TEX15 THBS4 TMEFF1 TMEM143 TMEM144 TMEM243 TMEM273 TMEM45A TNFAIP8 TNFSF10 TONSL TPD52 TPD52L1 TRAF7 TRIT1 TSPAN13 TUBA4A TXNRD3 UAP1L1 UCA1 VCL VKORC1L1 WDR18 WDR36 YDJC ZBED3 ZDHHC23 ZEB1-AS1 ZFP57 ZMYM6 ZNF134 ZNF488 ZNF829 STK33_SKM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STK33_SKM_UP ACSL6 ACTA2 ADAM28 ADM ADORA3 AFF4 AMMECR1 AMN1 ANXA1 APPL2 ARHGAP42 ARID5B ARL5B ARRDC3 ASB2 ASPH ATRX BAZ2B-AS1 BBS12 BCL2A1 BCL3 BCLAF3 BMF BTBD7 BTBD8 BTG2 C5AR1 CALHM2 CCL4 CCN3 CD101 CD36 CD53 CD58 CD86 CD9 CDC37L1 CDK2AP1 CDKN1A CDKN1C CEP19 CFL2 CLDN1 CMTM1 CMTM3 CPEB2 CPEB4 CREB5 CREBRF CRK CTSK CYBB CYBRD1 CYTH4 DAAM1 DNAAF4 DNAJB4 DNAJC15 DPY19L4 DUSP1 DUSP5 DUSP8 DYNC2LI1 DYNLT5 EGR1 EMP3 ENSG00000268403 EPB41L5 ERMAP ERRFI1 ETV1 EVI5 FABP4 FAM131A FAM177A1 FAM20C FCAMR FCHO2 FCHSD1 FGD4 FGL2 FGR FNBP1L FOS GBP2 GBP3 GCNA GDPD1 GK3 GLIPR1 GNG11 GPR132 GPR135 GPR137B GPR137C GPR183 GPR34 GPR65 H2AC11 H2AC16 H2AC17 H2AC6 H2AC8 H2BC11 H2BC21 H2BC3 H2BC4 H2BC5 H2BC8 H3C1 H3C10 H3C11 H3C12 H3C2 H3C7 H4C8 HBEGF HECW2 HINT3 HMOX1 IFI16 IL10RA IL15 IL1A IL1B IRF1 IRF9 ITGB8 JUNB KCNJ2 KITLG KLF6 KLHL28 KMO LCOR LFNG LGALS1 LINC02910 LMBRD2 LPAR6 LPXN LRRC37A2 LY96 MAFB MAP2 MATCAP2 MFAP3 MFAP3L MFSD9 MIDN MILR1 MIR21 MIR22HG MIR646HG MIR663AHG MNS1 MORN2 MPEG1 MPPED2 MSS51 MXD1 MYBPH MYEF2 NAMPT NAPSB NBEAL1 NCF2 NECAP1 NFKBIA NFKBIZ NFXL1 NINJ2 NLRC4 NMNAT1 OLIG1 OLR1 OR52K3P OSBPL11 P2RY14 PALLD PHLDA1 PID1 PKIB PLAU PLCXD2 PLK2 PLXNB2 PPCS PPP1R17 PRKY PRTFDC1 PTPRM PTPRO RAB7B RASGRP3 RCBTB2 RESF1 RGCC RGS1 RGS2 RHOB RHOC RIT1 RND3 RNF141 RNF19A RNF19B RTN1 SAMD8 SANBR SERAC1 SETBP1 SGK1 SH2B3 SIPA1L2 SKIL SLC12A6 SLC38A6 SLC7A11 SMIM14 SNORA68 SNX16 SOWAHC SQSTM1 ST20 STAM2 STOX2 STX12 STX6 SUCNR1 SULF2 SYCP2 SYNJ2BP TBC1D8 TFEC TFPI TFPI2 TGFB1I1 THAP1 THBD TK2 TLR1 TLR10 TLR6 TMEM107 TMEM71 TMOD2 TMTC3 TNF TNFAIP2 TNFRSF11B TNFRSF21 TP53INP1 TP53INP2 TRIB1 TRIM23 TRIP11 TTC30B TTLL7 TWF1 TYROBP UBE2W UNK UNKL UPP1 VSIG4 VSIR WDR19 ZBTB6 ZCCHC14 ZFP36 ZNF117 ZNF254 ZNF407 ZNF432 ZNF675 ZNF682 ZNF718 ZNF763 STK33_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STK33_UP ABCA1 ABHD2 ACSM3 ACVR1 ADAM28 ADAMDEC1 ADM ADORA3 AFF4 AKTIP AMN1 ANKRD12 ANKRD40 ANXA1 APPL2 AQP9 ARID5B ARL5B ARRDC3 ASB2 ASPH ATG14 ATP2B1-AS1 ATXN1 AUH BBS12 BCL2A1 BCL3 BCL6 BMF BTBD7 BTBD8 BTG2 BTG3 BTN2A1 C15orf48 C5AR1 CACUL1 CC2D1B CCDC71L CCL4 CCN3 CD101 CD36 CD9 CDC37L1 CDKN1A CDKN1B CFL2 CLDN1 CLEC2B CLVS1 CMTM1 CMTM3 CNIH3 COL6A3 COQ10B CPEB2 CPEB4 CREB5 CREBRF CRK CSRNP1 CXCL1 CXCL2 CXCL3 CYBRD1 CYTH2 DAAM1 DAPK1 DNAAF4 DNAAF9 DNAJC15 DOCK4 DPY19L4 DUSP1 DUSP5 DUSP8 DYNC2LI1 EGR1 EGR2 EGR3 EMP1 FABP4 FAM177A1 FAM20C FCAMR FCHO2 FGL2 FNBP1L FNDC3A FOS FOXQ1 GALNT4 GAN GASK1B GBP3 GDF15 GFPT1 GJA1 GLCE GLIPR1 GNG11 GNPDA2 GPATCH2 GPR135 GPR137B GPR137C GPR34 GPR65 GPRIN3 H2AC17 H2AC6 H2BC21 H2BC4 H2BC8 H3C1 H3C12 HAVCR2 HBEGF HBP1 HECW2 HINT3 HMOX1 HNMT ICAM1 IFI16 IL10RA IL1A IL1B IL6ST IRF9 ITGB8 JUN JUNB KBTBD8 KCNJ2 KITLG KLF6 KLHL28 KMO KYNU LCOR LFNG LIMK1 LMBRD2 LPAR6 LRRC25 LY96 MAFB MAFF MANBAL MAP4K3 MATCAP2 MEIS3P1 MFAP3 MIDN MILR1 MIR21 MIR22HG MIR646HG MIR663AHG MMP1 MORN2 MPEG1 MSS51 MTMR9 MTSS1 MYOZ2 NAMPT NBEAL1 NCEH1 NCF2 NECAP1 NFXL1 NKIRAS1 NLRC4 NME7 NRP1 NUAK1 OLR1 OSTM1 OTUD1 P2RY14 PANX1 PELI1 PHLDA1 PID1 PKIB PLAU PLCXD2 PPBP PPCS PPP1R15A PPP1R17 PPP3R1 PRTFDC1 PTPRO RAB12 RASGRP3 REC114 RELCH RGS1 RGS2 RHOB RHOC RIN2 RIT1 RND3 RNF121 RNF141 RNF149 RNF19A RNF19B RTN1 SAMD8 SAMD9L SANBR SCG2 SEPTIN10 SETBP1 SGK1 SIPA1L2 SLC12A6 SLC38A6 SLC7A11 SMIM14 SNORA68 SNX16 SOCS6 SOS1 SPRED1 SQSTM1 ST20 STAM2 STC1 STX12 STX6 SULF2 SYNJ1 TDO2 TFEC TFPI TFPI2 TGIF1 THAP1 THBD TLR1 TLR10 TLR6 TMEM255A TMEM71 TNF TNFSF15 TP53INP1 TRAC TREM1 TRIB1 TRIM23 TRIP11 TTC30B TTLL7 TWF1 TYROBP UBE2W UNK UNKL UPP1 USP53 VSIG4 VSIR VWA5A WBP2 WDR19 WDR20 WNT5A ZBTB18 ZBTB6 ZCCHC14 ZEB2 ZFP36 ZFP36L1 ZMYND11 ZNF117 ZNF222 ZRSR2P1 TBK1.DF_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TBK1.DF_DN ACAP2 ADAM10 ADCY6 AFF4 AGFG1 AK4P3 AKAP9 ALDH3A1 ALDH9A1 AMMECR1 ANGPTL4 ANKFY1 ANKRD11 AP1AR APPL1 ARFGEF2 ARMC1 ATG2B ATP2B1 ATP6AP2 ATP6V1C1 BACH1 BCL2L1 BDH1 BLMH BMPR2 BNIP2 BPHL BPTF BRWD1 C12orf43 C1D C5orf22 CAMK2N1 CASP6 CAVIN2 CBFB CBX5 CBX6 CCND1 CCND2 CCNE2 CCNG2 CD2AP CDC27 CDCA4 CDK6 CDR2 CEP83 CHMP2B CLEC16A CLN5 CLOCK COASY COL17A1 COL4A1 COL4A5 COL5A2 COPS4 CRK CUL5 CXADR DCAF16 DCK DCP2 DDX60 DENND1B DICER1 DKK1 DNAJB14 DNAJC16 DNAJC3 DSC3 DSN1 EHF ELL2 ERAP1 ERLIN2 ESF1 ETNK1 EXOC5 EXPH5 FAM234B FLRT3 FNBP1L FOS FOXA2 GALNT11 GALNT3 GALNT7 GAS1 GEMIN4 GJA1 GNAI3 GNE GNPDA1 GOLGA2 GOLGA4 GOLT1B GTF2A1 GTPBP8 H1-2 H1-3 H1-4 H4C3 HIPK2 HIPK3 HMBOX1 HMGCS1 HNRNPA0 HOOK1 HOXA1 IDE IFIT1 IGF2BP3 IL1RL1 IL1RN IMPACT INSIG2 IRF2 ITCH ITGA2 ITGB6 KATNBL1 KCTD3 KDM4A KIF14 KIF3A KLF13 KLF5 KLF7 KPNA6 KTN1 LETM1 LIAS LIMS1 LMNB1 LMO4 LRIG2 LSM14A LUC7L3 MAOA MBP MED13L MFSD6 MIS18BP1 MPDZ MPHOSPH9 MRPS33 MSH2 MTA1 MTAP MTPAP MTR MYO6 NAA15 NAA35 NCOA3 NDUFA13 NEK1 NEK7 NF1 NFYB NIP7 NLK NME6 NRIP1 NSD3 NSMAF NUP58 ODF2 OSBPL1A OSBPL3 P3H2 PAFAH1B3 PANK3 PCBD1 PCYOX1 PDGFA PDHX PKP4 PLEKHA1 PLEKHA2 PLPBP PMAIP1 PMEPA1 PNISR POLR3B PPCS PPIG PRKD3 PRKRA PRRC2B PSMB8 PSMB9 PTGES RAI14 RALA RBBP5 RBM4 RCBTB1 RCC1 RFWD3 RFX7 RIDA RIF1 RIOX2 RLF RMND1 RNF5 ROCK2 RPAP3 RPS6KB1 RRN3 RRN3P1 RSF1 RSRC1 RXRA SCAF11 SCARB1 SEC63 SEMA3C SEPHS2 SERPINE2 SHTN1 SIKE1 SLC22A5 SLC25A13 SLC26A2 SLC35A5 SLC37A4 SLC39A8 SLC6A8 SLK SMAD5 SMARCA2 SMC5 SMG1 SMURF2 SNTB2 SNX15 SOWAHC SPDL1 SPIN1 SPRY2 SRPRA STOM SUSD6 TAF15 TBC1D10B TBK1 TCAF1 TCOF1 TEAD1 TERF2 TFAM THBS1 THOC2 TLN1 TMOD3 TNRC6B TRIM23 TSPAN5 TTBK2 TTI1 TTPAL UBE2W UBL4A UBXN4 UBXN8 UFL1 UGGT1 USP22 USP46 VRK1 YES1 YTHDF2 ZC2HC1A ZCCHC10 ZKSCAN1 ZNF395 ZNF557 ZNF654 ZNHIT6 ZWINT ZZZ3 TBK1.DF_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TBK1.DF_UP ABR ACVR1 ACYP1 ADAM8 ADCY9 ADGRE5 ADGRG1 AGO3 AKR1C3 ANKMY2 ANPEP ANXA6 AOPEP AP5Z1 ARAF ARAP3 ARIH2 ATF3 ATP10D ATP11B ATPAF2 AVL9 BBS1 BEX4 BID BTG1 BTG3 C1GALT1C1 C3orf14 C3orf52 CAMK2G CASP7 CCDC6 CCDC68 CCNJL CD83 CDC42EP3 CDIP1 CDK8 CGRRF1 CHD9 CHGB CHIC2 CIAPIN1 CIB1 CKB CLCA2 CLDN4 CNNM4 CORO1A CPTP CRABP2 CREM CRIP2 CSGALNACT2 CXCL2 CXCL8 CYBRD1 DAAM1 DAB2 DCUN1D2 DDAH2 DEGS1 DERA DIPK1A DLG3 DMTF1 DNAJB6 DNAJC17 DNMT3B DPY19L1 DUSP14 DUSP3 DUSP5 EFNA1 EML1 EMP3 ENDOD1 ENDOG ENO2 EOGT EPB41L4B EXTL2 FAT2 FERMT2 FEZ1 FKBP1B FZD6 G0S2 GALNT10 GALNT12 GARRE1 GCA GCC2 GCH1 GINS1 GNG11 GOLGA8A GOLPH3L GPHN GPR107 GPX2 GRINA GTF2E1 GTF2H1 HBEGF HMOX1 HSD11B1 HSPA2 IFT57 IGF1R IGSF3 IL1A IL1R1 INPP5F IQCK ISL1 ITGAV ITPK1 KCTD14 KLF11 LANCL1 LAPTM4A LINC00342 LIPG LIPT1 LPXN LRP12 LSM6 LSP1 MAP3K2 MAST3 MAST4 MCAT MCUB MEX3D MGLL MICA MINDY2 MINPP1 MMP9 MREG MRPL58 MRTFB MTCL1 MYBL1 NCK2 NETO2 NF2 NFIL3 NFKB1 NFKBIE NFYA NGFR NKAPD1 NME3 NRBF2 NT5C2 NUDT4 OCRL OPN3 OSBPL2 OSTM1 P2RX5 PAQR3 PASK PCLO PCTP PEG10 PELI1 PHF10 PHTF2 PID1 PIK3CD PIP4K2C PKNOX1 PLAU PLAUR PLEKHF2 PLPP2 PNP PPP2R3A PPP3CC PROS1 PRPF4B PRSS3 PTHLH PTK6 PTK7 PXDC1 PXDN RAB21 RAB29 RAB4B RABGEF1 RABIF RAD51AP1 RB1 RGS20 RGS3 RHOBTB1 RIN2 RIT1 RLN2 RNF103 RNF38 RNGTT RPL23AP7 RRAS RUNX1 S100A8 SAA1 SACS SAP30BP SCHIP1 SCO2 SERPINB13 SERTAD2 SH3TC1 SIRPA SLC2A10 SLC2A3 SLC30A1 SLC33A1 SLC35A2 SLC37A1 SLC38A6 SLC39A4 SLC39A6 SLCO3A1 SMCO4 SNAP23 SNCA SNX10 SNX11 SNX24 SPOCK1 SPRR1B SRPX STAM STEAP1 STEAP1B STX12 STX3 SWAP70 TBC1D13 TBPL1 TEX2 TFE3 TGFA TIMP4 TLCD3A TMED5 TMEM104 TMEM184B TMEM40 TMEM41B TMEM45A TMEM50A TNFAIP1 TNFAIP2 TNFAIP3 TNFAIP8 TNFRSF10B TNS3 TP53BP2 TP53I3 TP73-AS1 TPST1 TRAK2 TRAM2 TRAPPC2 TRIM36 TTC33 TUBA1A TUBB2A TUBBP5 TUFT1 UBA3 USP10 UXS1 VAMP3 VCAN WWTR1 ZC3H12A ZDHHC6 ZFYVE16 TBK1.DN.48HRS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TBK1.DN.48HRS_DN ABCF1 AKAP8 ANKRD10 ATG3 ATP6V1D BCL2 BIRC2 BIRC5 BLTP2 BPHL CDK1 COASY COL4A1 CPNE3 CRYZ CTNNAL1 DCK DLD DUSP22 DUSP4 EGF GALE GNA15 GTF2A2 H2AZ2 HSPA1A IER3 IL13RA1 INPP4B ITGB1BP1 MAPK9 MSRA PAFAH1B3 PDGFA PDHX PLEKHJ1 PPOX PRKCQ PSMB8 RAD51C RALA RALB RGS2 ST3GAL5 STX1A TERF2IP TOR1A TRIB3 UFM1 XBP1 TBK1.DN.48HRS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TBK1.DN.48HRS_UP APOE APPBP2 ARL4C BAMBI CALM3 CDK4 CDKN2A CEBPA CHEK2 CHMP6 CNDP2 CNOT4 COPB2 CXCL2 DDR1 DUSP3 ECD EDN1 FCHO1 FKBP14 FSD1 IGFBP3 KHDC4 LBR LRPAP1 MAP3K4 MLEC MTFR1 MYCBP MYLK OXSR1 P4HTM PIK3C2B PSRC1 PTK2 RBM15B RNMT SCP2 SDHB SLC11A2 SOX2 TEX10 TIMM22 TM9SF2 TMCO1 TP53BP1 UBE2J1 UBQLN2 UGDH ZMIZ1 TGFB_UP.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TGFB_UP.V1_DN ACKR3 ADAMTS1 ADGRE3 ADRB2 ANGPTL4 ANKMY1 ANKMY2 AP1AR ARID5B ATRNL1 AVPI1 BAG4 BCL6 BDKRB2 BET1L BIRC3 BRME1 C14orf93 C18orf25 C1orf105 C8orf44 CAV3 CAVIN2 CCDC51 CDK2AP1 CDKN1B CHRND CHRNG CHST7 CITED2 CLEC2B COL4A1 CXADR CXCL1 CXCL2 CYP2E1 DUSP4 DUSP6 EHF EHHADH EIF2AK3 ENTPD7 EVI2A EYA4 FAM13A FAM234B FANCF FBXL14 FBXL15 FCN3 FGF6 FHL3 FNDC3B FOXO4 FRAT2 FRMD4B FRS3 FSTL3 GATA3 GCH1 GIT2 GNAI1 GNE GOLPH3L GPR39 GPRC5C H2AC17 HAPLN1 HILPDA HS3ST1 HSD3B2 HSF2 HSPG2 ID1 ID2 IFIT1 IFIT2 IFIT3 IFT74 IGFBP1 IL36G IRF1 IRF5 IRX5 ISL1 JADE2 KIF18A KITLG LGR4 MAP3K19 MAPKBP1 MINPP1 MIR22HG MITF MLYCD MN1 MPPED2 MRM1 MRPS6 MUSK MYBL1 NPAS1 NPEPPS NR2F2 NRSN2 NUDT18 NUDT6 NUFIP1 OR7A17 OSR2 OTUB2 PAQR5 PCBP3 PEX11B PEX12 PGBD5 PIK3R3 PLA2G12A PLEKHF1 PLXNA2 POLL PPP1R3D PRR15L PRX PSG2 PTCH1 PTGER4 PTX3 RAB11FIP2 RAB33A RAB38 RAI2 RASGRF1 RASL10A RBM47 RDH16 RGL1 RGS2 RIGI RIMS2 RNF43 RPP25 SAP30 SAV1 SCGB1D2 SEPTIN4 SERTAD2 SH3TC2 SKP2 SLC30A1 SLC35A1 SLC5A3 SMAD7 SMN1 SMPD2 SNAPC4 SPRY1 SPRY2 SSX3 STK38L SYBU TBC1D22B TBX19 TEK TF TFAP2A THBD TLR5 TM7SF3 TMCC2 TMEM131L TP53BP1 TRO TRPM4 TUFT1 UGT8 UPK2 VAV3 WNT8B YJU2B ZFP64 ZMYND8 ZNF184 ZNF292 ZNF395 ZNF512B ZNF652 ZNF696 ZNF74 ZPBP ZXDC TGFB_UP.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TGFB_UP.V1_UP ABCG1 ABTB2 ACSBG1 ADAM22 AKAP12 ANK1 ANKLE2 ARHGAP12 ATF3 BCOR BHLHE40 BHMT BMPR2 BRDT CAPRIN2 CARF CASP5 CCDC93 CCN2 CD163 CD1E CDK17 CDKN2B CHST11 CHST3 CKMT2 CLCF1 COL16A1 CRYAB CSF1R CSNK1E CST6 CYP24A1 CYP26B1 CYP2J2 CYTH1 DACT1 DDC DGCR11 DLC1 DPY19L1 DYRK2 EDN1 ELK3 ELL2 EPHA4 ETS2 F2RL1 FAT4 FERMT2 FGB FGF1 FLT4 FNBP1L FOXD1 FOXF2 FZR1 GADD45B HCAR3 HLX HRH1 HS3ST2 HTR1D HYAL1 ID3 IGLV2-14 IL11 IL19 IL1RL1 IRS1 ITGA5 ITGB6 JADE3 JAM2 JMJD1C JMJD6 JUN JUNB KANK1 KCNN4 KDM6B KHDC1 KIR2DS2 KLF10 KLF4 KLF7 LARP6 LEMD3 LIF LIPG LMCD1 LRP12 LTBP2 LYPD1 MAFB MAP3K4 MAS1 MATN1 MED18 MISP MLXIP MMD MPZL2 MRTFA MTRF1 MYBPC2 NCOR2 NDST1 NFATC4 NGF NTF3 OVOL2 PAIP2B PDGFA PDGFB PDLIM4 PFKFB3 PHLDB1 PIK3CD PKIA PLEKHA1 PMEPA1 PMP22 POLR1G PPARD PPP1R13L PPP2R2B PRG2 PVRIG PXDC1 RAPGEF2 RCOR1 RGCC RGS11 RGS12 RHOB RNASE4 RNF126P1 RNF19B RRAD RUSC2 S100A3 SCHIP1 SEC14L2 SGK1 SHCBP1L SKAP1 SKIL SLC17A3 SLC26A2 SLC7A6 SLCO2A1 SMAD6 SMOX SMTN SMURF1 SMURF2 SNAI1 SOCS6 SPHK1 SPSB1 SSBP3 STC1 TAGLN TBC1D2B TBPL1 TBX3 TBXT TFEB THPO TLE3 TMC7 TMEM268 TNFAIP8 TNS4 TRIB1 TUBB4A TULP4 UBL3 UTP25 WNT11 WNT16 WNT3 WNT4 WNT7A YIPF5 ZCCHC14 ZFP36L1 ZNF654 VEGF_A_UP.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VEGF_A_UP.V1_DN AASS ACADM ACE ADAM9 ADTRP AIMP1 AMD1 AMPH ANGPT2 AQP8 ARHGAP29 ARMC6 ASPH ATIC ATP13A3 ATP8B3 B4GALT5 BAK1 BAZ1A BCL10 BCLAF1 BIRC5 BUB1 BUB1B CACNA2D1 CBL CCDC86 CCL23 CCNB1 CCNB2 CCNE1 CCNH CD8B CDC27 CDC42EP2 CDC45 CDKN3 CEBPZ CENPA CENPE CEP131 CEP170 CHM CKS2 CNTFR CPA3 CRYZ CSE1L CTNNAL1 CYB561D2 DBF4 DDX21 DHFR DHX29 DKK1 DLEU1 DLGAP5 DNAJC13 EIF2S3 EPM2AIP1 EXO1 FABP4 FKBP5 FLT1 GABBR2 GATA6 GPR37 GPR4 H2BC15 HIRA HMMR IL1RL1 IL6 INHBB IPO5 ITGA2 ITGB3 KIF11 KIF22 KIF23 KLF9 LMNB1 LRP8 LRRC17 LRRFIP1 MACIR MAD2L1 MAFK MAP1B MAP3K7 MAPK6 MBD4 MCM4 MDN1 MEST MFAP3 MKLN1 MMP14 MMRN1 MPHOSPH6 MRPL19 MT1X MYO5A NBN NCOA3 NDC80 NEK7 NOC2L NR2F1 NRP1 NUDT21 NUP155 NUP50 ORC2 OSTF1 PAPOLA PCDH7 PGAP1 PHKA1 PLCL1 PLK4 PNN PNO1 POP1 POP5 PPIG PRKACB PRMT3 PRPF40A PSD3 PTPRD PTPRE PUM3 RAB3B RAP1A RASA2 RDH11 RECQL RFC4 RGS2 RGS4 RGS5 RIF1 RND3 RNF6 ROM1 RP2 RPGR RRM2 RRP12 RRS1 SACS SAT1 SCAF11 SEL1L SERPINB2 SETBP1 SKIC3 SLC30A9 SLC4A7 SLC7A2 SMC4 SPAG5 SPTLC2 STEAP1 STIP1 SULT1B1 TFAM TGFBI THOC2 TLE3 TMEM259 TMPO TNP1 TRAPPC8 TRIM25 TRMU TSPAN8 TTK TWF1 UAP1 UCHL3 UFL1 UGP2 USP13 VEGFC VRK1 XRCC4 YES1 ZC3H15 ZNF117 ZNF124 ZNF253 VEGF_A_UP.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VEGF_A_UP.V1_UP ABCA4 ABCB10 ABHD3 ADARB1 ADORA2A AKAP3 AKAP5 AKR1B10 ALDOB AMOT APOBEC3G ARC ARL4C ATF3 BMP8A CABP1 CACNB1 CALCOCO1 CAMP CCDC22 CCDC57 CCL2 CCL7 CCS CD19 CD5 CD79A CFAP410 CHRNA1 CIC CLCN6 CLIP2 CLIP3 COL11A2 COLQ CORO2B CPA1 CRYGC CRYGD CSHL1 CXCL11 DBH DCX DDIT3 DDIT4 DENND3 DLG2 DSG2 DTX4 DUSP8 DYRK1B ECM1 EMILIN1 ENO2 ENO3 ENPP2 ENSG00000291006 ENTREP1 EPHX1 ETFB ETV2 EVX1 FBP2 FCGR2B FEV FGA FKBP6 FMO4 FMO5 FPGS GABRA5 GDF11 GLI1 GRIK2 GUCY2D HDAC5 HLA-DMA HMCES HOXB5 HS3ST1 HSD11B2 HSD17B8 HTR2A HTT ICAM1 ID2 IFT140 IL32 INPP5J IQCK IRF5 IRF9 IRS2 ISG20 ITGB4 ITIH4 ITM2A JCAD KANK3 KATNIP KCNC3 KCNMB1 KIAA0930 KMT2D LCAT LHX2 LMOD1 LONP2 LTB LY6E LYRM9 MATN2 ME3 MERTK MGAT5 MIA MMP2 MN1 MTMR11 MTSS1 MYL9 MYO1A MYO1F NAT8 NCF2 NEDD9 NFKB2 NFKBIE NINJ1 NKG7 OPRD1 OPTN OR7E24 OVOL1 P2RX4 PART1 PAX1 PER2 PHLDA1 PIN4 PKD1 PLA2G4C PLTP PPFIA4 PPL PPP6R2 PSMB8 PTGFR PTPRC PTPRJ PYY RAB40AL RBMX2 RELB RFNG RFPL1 RGS3 RHBDD3 RMND5B SDC4 SEMA5A SERPINA3 SH3BP2 SHC2 SHH SLC12A2 SLC22A2 SMG6 SPINK2 SPOCK3 SUPT6H TAGLN TCEA2 TCL1A THY1 TKTL1 TLL2 TM7SF2 TMEM8B TNFSF12 TNNC2 TNS2 TP53I11 TPTEP1 TRAF1 TRAF5 TUB TXNIP UBA7 UBE2L6 ZC3H7B ZCCHC24 ZNF205 ZNF76 ZNRF4 WNT_UP.V1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WNT_UP.V1_DN AARD ABCA1 ABCC3 ACKR1 ACVR1B ADAM12 ADAM19 ADAM2 ADAR ADCY4 ADRB1 AGT AIRE AKR1E2 APC2 ASH2L ATP7B BIK BPGM C16orf89 CASQ2 CD44 CD48 CD5 CD79B CD93 CDO1 CEACAM1 CELF1 CFHR1 CLEC4D CLN3 CMBL CMPK2 CNTN1 COL9A1 CORT CPN1 CSF2RB CYBA CYTH1 DDX25 DDX46 DIO2 DNAJC11 DNAJC4 DNASE1L3 DPF3 EFNB2 EIF2AK2 ETV4 F10 FAAH FBXO8 FOXN3 FZD7 G0S2 GABRG2 GBP4 GFAP GGNBP1 GPATCH2 GPX3 GRIN2C GRM8 GSTA4 HAND1 HDGFL1 HDHD5 HES3 HEY1 HLA-A HLA-DMB HLA-DRB5 HLA-H HOXB5 HSD3B7 IFIH1 IGFBP6 IL12RB1 IRF7 IRF9 ISG15 KCNA2 KCNA3 KCNA4 KCND1 KDM5A KITLG KRT6C KRTAP3-1 LAMA1 LBP LGALS3BP LHB LHX1 LSR MAK16 MAP3K2 MAPK7 MEP1A MET MMP3 MRAP MYOG NAGK NCOA2 NEO1 NFATC2 NGEF NGF NMT2 NSMF NT5DC2 OAS1 OCLN OLFM1 PCDH7 PCDHA10 PCP2 PHOSPHO2 PIGN PIM2 PLA2G10 PLA2G1B PLXNA1 PPP1R1A PRH1 PTGS2 PTPN22 PXMP2 RAI2 RAMP3 RASD1 RSPH1 SDSL SEPTIN6 SERGEF SH2D2A SINHCAF SLC1A6 SLC22A18 SPRR2B ST3GAL2 ST6GALNAC6 STC1 STK11IP SYNGR4 SYT11 SYT8 TAL2 TANC1 TBXA2R TFR2 TGFBR1 TGFBR3 THBD TLR6 TNFRSF21 TNFRSF8 TNNI3 TRAPPC5 TSHB TSPAN5 TUSC2 UBR1 USP18 VEGFA VIM VPREB1 VWA7 YJU2B WNT_UP.V1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WNT_UP.V1_UP A4GALT ACKR4 ADAM28 ADGRB1 ADGRG3 AKR1B1 AP1B1 AP1G2 AP2S1 ATP4B AURKB BCL7C BTG4 C8G CCDC86 CCL2 CCR3 CCR8 CD74 CD96 CDH5 CFC1 CHRNA7 CHRNB2 CKAP4 CKMT2 CLDN6 CLDN8 CLEC16A CLEC4E CNGA2 COL4A4 CPS1 CRMP1 CXCL1 CYP2E1 CYP2S1 CYP4A22 DBP DCC DHCR24 DNAJB13 DPYSL4 DTNB EDA ENTPD2 EYA2 F2R FABP5 FGF18 FICD FNTB FOS FOXK1 FPR2 FXYD3 GALNT11 GALNT6 GDF15 GHRH GJD2 GLI1 GNMT GRIN2D HES5 HOXD10 HOXD3 HPS4 HS3ST1 HTRA3 HYOU1 IGF2 IL12B IL6 INHBB INSM1 INSRR IRX3 ISLR KCNC3 KCND3 KCNJ9 KCNK4 KCNN1 KDELR2 KIFC1 KLRC1 KLRD1 KRT27 KRT86 KRTAP8-1 LANCL2 LCAT LCN2 LRG1 LTA LTB4R LYPD8 MAPK8IP1 MAPKBP1 MAPRE2 MAST2 MAZ MC1R MFAP2 MKLN1 MST1R MTF1 MYO5B MYOM1 MYRF NBL1 NEUROD2 NF1 NLRX1 NPY4R NTSR1 OLR1 OXT P2RY2 PDC PDYN PKIB PKLR PLA2G6 PLAC9 PMF1 POLD2 POSTN POU1F1 PPP1R3C PPT1 PRL PRSS29P PTPRO RAD9A RASGRP2 RBPMS RETNLB RNF112 RPAP3 RSPO1 SAA3P SDC4 SEMA5B SERPINF1 SETD6 SFN SLC7A2 SLN SNN ST8SIA3 STK36 STRN4 STS SYT3 SYT9 TCF3 TCF7L2 TEF TEN1 TFF3 TGFB1I1 THRB THYN1 TPK1 TSPO2 UBXN11 UGT8 UTF1 UTS2R VAMP1 VAX2 XCR1 ZFP92 ZNF358 YAP1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAP1_DN ACOX2 APOBEC2 C6orf58 CACNB4 CBLL2 CCDC87 CHCHD3 DOCK11 FICD GOLGA2P5 GPR50 GUCY2C HEY1 IL4R IQCF1 ITGA2 ITGBL1 KATNB1 LCA5L LIMD1 LINC00639 LONRF2 MOBP MYLIP MYO1B ORC2 PABIR3 PDIK1L PIGO PRCC RCC1L RFX1 RHBDL1 RNF227 SLC17A7 SLC6A5 SLC9A1 TAS2R7 TEX101 THNSL1 TIMP3 TSPY26P UGT2B4 VSNL1 WSCD2 XAGE2 ZBTB39 YAP1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAP1_UP ARHGEF10 BICRA C8orf48 C8orf58 CAMK4 CCDC8 CDIPT CDK14 CNP COX8A CYP4B1 DDB2 DENND10 DLX5 DRAM2 FAF2 FAM167A FLOT1 GTPBP3 KCNK12 LLGL1 MAML2 MOCS2 MSN MYLK NMRK1 NRAS PIERCE2 PRKACG PTPMT1 RAB40C RFTN1 RGCC RHOQ RPN2 SAMSN1 SEMA3C SHISA4 SHLD2 SIAE SNAP23 SNX7 STEEP1 TEAD1 WASHC4 YWHAZ ZNHIT6 GOLDRATH_EFF_VS_MEMORY_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOLDRATH_EFF_VS_MEMORY_CD8_TCELL_DN ABCA2 ABCC5 ABHD14A ACADM ACP5 ACP6 ADAM22 ADCY7 ADGRG3 AKAP9 ANKRD10 ARL4C ASH1L B3GALT6 BCKDHB BCL2 BCL2L11 BRD3 C12orf57 C6orf136 CA12 CANT1 CCND2 CCNL2 CCR7 CD7 CD96 CHCHD7 CIPC COQ9 COX7A2L CRLF3 CST7 CTSW CYP4V2 DALRD3 DBNDD2 DBP DDIT3 DDX51 DGKA DIAPH2 DNAAF10 DPH5 DUSP12 EIF2AK4 ELP3 EMB EML5 ENTREP3 EOMES EPS15L1 EVL EZH1 FAM8A1 GALNT11 GBE1 GMIP GNL2 GSTK1 GTF2I H2AJ HSD17B11 HSD17B8 HSF1 IAPP ICE1 IFITM10 IL4R IL6R IL6ST IL7R ITM2C ITPR2 JUN KCNJ8 KLF17 KLF2 LAMP1 LTB LYSMD1 LYSMD2 MAN2C1 MAP4K3 MBP MCOLN2 MECP2 METTL3 MFNG MLYCD MRPL23 MTFR1L NACC2 NCKAP1 NDUFA7 NECAP1 NEDD4 NEDD4L NOTCH4 NSG2 PAQR7 PDGFB PDK1 PDRG1 PHLDB1 PISD PLEKHA1 PLEKHA5 POLR1B POLR3A PPOX PPP1R14B PRKACB PRMT3 PRSS12 PSME2 PTPN22 PURA QDPR RABAC1 RAD52 RASA4 RASSF5 RERE RFLNB RGS10 RIMOC1 RNASE4 RPL14 RPL19 RPL39 RPLP0 RPLP1 RPP14 RPS16 RPS18 RPS19 RPS23 RPS7 RPS8 RRP1B RTKN RTTN SBDS SELL SEMA4B SESN1 SETD4 SH3BP5 SHISA5 SIAH1 SIPA1L2 SIT1 SIX6 SLC11A2 SLC12A7 SLC26A2 SLTM SNRK SPICE1 STAT4 SUPT6H SURF2 SUSD6 TAF1A TAF1C TCF7 TDRP TESK1 TK2 TLK2 TMC6 TMED4 TNIP1 TRAF1 TRAF3IP2 TRAF5 TRMT1 TSEN34 TSR1 TTC14 TTC27 TTC3 TXK UBLCP1 USP18 VKORC1 WDR13 WDR43 WDR75 XPC XRCC5 YPEL3 ZBTB20 ZEB1 ZFP1 ZFP90 ZKSCAN3 ZNF274 ZNF692 GOLDRATH_EFF_VS_MEMORY_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOLDRATH_EFF_VS_MEMORY_CD8_TCELL_UP ADAM8 AK3 ANLN ANXA1 ANXA2 ANXA4 ASF1B ASPM ATP5IF1 ATP6V1A AURKA AURKB BATF3 BHLHE40 BIRC5 BRCA1 BUB1 C3 CA2 CAPG CASP3 CBX1 CCNA2 CCNB2 CCNF CCR2 CD244 CD99 CDC20 CDC25C CDC45 CDC6 CDCA3 CDCA8 CDK1 CDKN2C CDKN3 CENPA CHAF1A CHEK1 CIP2A CISD1 CKAP5 CKS1B CKS2 CLCN5 CMC2 CRMP1 DBI DCK DEGS1 DHFR DHRS1 DLGAP5 DNA2 DNAJC1 DOCK5 DTL DUSP2 E2F8 ECT2 EGR1 EMP1 EMP3 EZH2 F2RL3 FANCM FDFT1 FGL2 FKBP5 FPR2 GABARAPL1 GALNT3 GEM GGH GMNN GTF2B GZMA GZMB GZMK H1-0 H2AX H2AZ1 H3-4 HMGB3 HP IDI1 IFI27L2 IFITM3 IFNG INCENP IQGAP3 IRF4 IRF8 ISG20 ITGAX KIF11 KIF20A KIF22 KIF23 KIF2C KIF4A KLRG1 KPNA2 LAG3 LGALS1 LGALS3 LIG1 LITAF LMNB1 LSP1 LXN LYN MAD2L1 MAPK6 MCM10 MIS18BP1 MKI67 MPEG1 MRPL18 MT1E MT2A MTM1 MYADM NCAPH NDRG1 NEK2 NFYB NR4A1 NRP1 NUDT4 NUP62 NUSAP1 PCLAF PDCD1 PDK3 PERP PLAC8 PLK4 POLA1 POLE2 PRC1 PRDX4 PRIM1 PSMA5 RAD51 RAD51AP1 RAN RBL1 RFC5 RHD RNASEH2B ROM1 RRM1 RRM2 S100A10 S100A4 S100A8 SERPINB9 SIVA1 SMARCC1 SMC2 SNX10 SNX3 SPDL1 SQLE STMN1 STT3B SUN1 SUZ12 SYCE2 SYPL1 TACC3 TAGLN2 TCF19 TIPIN TK1 TKTL1 TMEM14C TMEM50B TMEM97 TMPO TOP2A TSPAN32 TTK TUBA1A TUBA1B TUBA1C TUBB3 TXN TYMS TYROBP UBE2N UBE2T UCHL5 UCK2 VPS45 WEE1 XBP1 YBX3 GOLDRATH_NAIVE_VS_EFF_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOLDRATH_NAIVE_VS_EFF_CD8_TCELL_DN ACOT7 ADAM8 ANLN ANXA1 ANXA2 ANXA4 ARHGAP21 ASF1B ASPM ATP5IF1 AURKA AURKB BATF3 BCL2A1 BHLHE40 BIRC5 BMP2K BRCA1 BUB1 C3 C6orf89 CA1 CA2 CAPG CAPN2 CARHSP1 CASP3 CCL4 CCNA2 CCNB2 CCNF CCR2 CCR5 CD244 CD48 CD99 CDC25C CDC45 CDC6 CDCA3 CDCA5 CDCA8 CDK1 CDK2AP1 CDKN2C CDKN3 CENPA CHAF1A CHEK1 CISD1 CISH CKS1B CKS2 CMC2 CRMP1 CYFIP1 DHFR DLGAP5 DOCK5 DSTN DTL E2F8 ECT2 EEA1 EFHD2 ELL2 EMP1 EMP3 ERRFI1 EZH2 F2RL3 FASLG FCER1G FGL2 FHL2 GALNT3 GCAT GEM GLRX GMNN GNG10 GNPDA1 GZMA GZMB GZMK GZMM H1-0 H1-2 H2AX H2AZ1 HOPX HPF1 IFI30 IFITM3 IFNG IGKC IGLC7 INCENP IRF4 IRF8 ITGAX ITGB1 JCHAIN KIF11 KIF20A KIF22 KIF2C KIF4A KIFC1 KLRG1 KLRK1 KRTCAP2 LAG3 LGALS1 LGALS3 LIG1 LITAF LPIN1 LYN MAD2L1 MAPK6 MAPRE2 MCM10 MCM5 MDFIC MIS18BP1 MKI67 MS4A1 MT1E MT2A MTM1 MTMR9 MYADM MYO1F NAPSA NCAPH NEK2 NPPA NRP1 NUDT4 NUSAP1 ODC1 PCLAF PCNA PDCD1 PERP PGAM1 PLD4 PLIN2 PLK4 PLP2 PLSCR1 POLA1 PRC1 PRDM1 PRDX4 PRF1 PRIM1 PRIM2 RAB11A RAD51 REEP5 RFC5 RHD RHOQ RNASEH2B ROM1 RRM1 S100A10 S100A4 S100A6 SCPEP1 SERINC3 SERPINB6 SERPINB9 SH3BGRL SKAP2 SNX10 SOCS2 STARD10 STMN1 SYPL1 TACC3 TBL2 TCF19 TK1 TKTL1 TMEM14C TMEM37 TNFRSF9 TOP2A TPI1 TTK TXN TYMS UBE2T UBL3 UNC119 VCL VPS51 GOLDRATH_NAIVE_VS_EFF_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOLDRATH_NAIVE_VS_EFF_CD8_TCELL_UP AAMP ABCC5 ABCD3 ABCG1 ACAP1 ACP5 ACP6 AGAP3 AKAP8L AMPD3 ANAPC5 ARHGAP45 ARMCX2 ATG16L1 BAZ2A BBS9 BCL6 BMAL1 BPHL BRD3 C12orf57 C19orf48P CANT1 CCND2 CCNL2 CCR7 CCT3 CD1D CD5 CD8A CD96 CDIPT CIAO1 CLK2 CNGA1 CNN3 COX7A2L CRY1 CXXC5 CYB5A DALRD3 DAXX DCAF11 DDIT4 DDX3Y DDX47 DDX54 DGKA DNAAF10 DPH5 DTX1 ELOVL6 ENG ENTREP3 EPHX1 ETS2 EVL EXT1 FAAP20 FAM114A2 FARSA FASN FRMD6 GALK1 GALNT11 GNL3 GPS1 GSN GTF2I GUCD1 HAGH HEXA HMBOX1 HPCAL1 HSD17B10 HSD17B8 ICAM2 ID3 IDH2 IFT25 IGHM IKBKE IL4R IL6ST ILVBL INPP5B IPO4 IRF7 ITGAE ITPR2 KAT2A KCTD10 KDM3A KLF2 LEF1 LLGL1 LTA LTB LYSMD2 MAP4K2 MAP4K3 MAP7 MBTPS1 MCCC1 MDN1 MED12 MEPCE METTL26 METTL3 MFNG MLLT11 MPP1 MRPL23 NEDD4L NFIX NGRN NOP16 NOP56 NPC2 NPEPL1 NR1D2 NSMCE1 P2RX4 PDCD4 PDK1 PELI1 PHF23 PLEKHA1 POLG2 POLR1A POLR1C PPIC PPP1R14B PRKAG1 PRKCB PRKDC PSME2 PTPN6 RACK1 RAD52 RAMP1 RASAL3 RERE REV3L RFLNB RGL2 RGS10 RHOH RPAP1 RPL3 RPLP1 RPP14 RPS25 RPS8 SATB1 SELL SESN1 SF3B1 SHISA5 SLC12A7 SLC44A1 SMYD2 SNRK SOCS1 SPRED2 ST6GAL1 STK10 STX6 SURF2 TARS2 TBCE TBCEL TCF25 TCF7 TDRP TEC TERF2 TMEM245 TRIM28 TRMT1 TSEN34 TTC27 TTC3 TXK UBA7 UBE3A UBR4 UNC45A UTP20 VKORC1 VPS16 WDR43 WDR46 WDR74 WDR75 XPC XPO6 ZBTB48 ZFP1 ZMYM4 GOLDRATH_NAIVE_VS_MEMORY_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOLDRATH_NAIVE_VS_MEMORY_CD8_TCELL_DN ABCB1 ABHD5 ACOT7 ACY1 AHNAK AIF1 ANKH ANTXR2 ANXA1 ANXA2 AQP9 ARL6 ART3 ASAH1 ATF6 BAG3 BCL2A1 BCL2L2 BHLHE40 CAPG CAPN2 CASP1 CASP4 CCL4 CCL5 CCND3 CCR2 CCR5 CD160 CD22 CD44 CHCHD7 CHPT1 CIPC CISH CLDND1 CPNE3 CRTAM CRYBG1 CST7 CTNNA1 CTSW CXCR3 CYB5R4 CYBB CYFIP1 CYP4V2 DAPK2 DBNDD2 DENND4C DENND5A DNAJC5 DOCK5 DSTN ECI1 EEA1 EI24 ELL2 EMP1 ENPP1 EOMES ERRFI1 EVI2A EYA4 F2R FASLG FCGR2B FCGRT FGL2 FHIT GABARAPL2 GATA3 GCAT GCLM GGH GK GLRX GOLIM4 GOLM1 GPC1 GPHN GSTO1 GZMA GZMB GZMK GZMM HCFC1R1 HIP1R HSD17B11 ID2 IER3 IFITM10 IFNG IL10RB IL15 IL15RA IL18R1 IL18RAP IRF8 ITGAX ITGB1 ITM2C KCNJ8 KCTD12 KLHL7 KLRC1 KLRG1 KLRK1 KRTCAP2 LDAF1 LGALS1 LGALS3 LIMD1 LITAF LPGAT1 LPIN1 MAP3K8 MAPK12 MAPRE2 MCOLN2 MDFIC MED10 MGST3 MS4A1 MYADM MYL1 MYO1F N4BP1 NBEAL2 NCKAP1 NOTCH4 NRP1 ODC1 OSTF1 PALD1 PBX3 PGAM1 PGLYRP1 PHF13 PIP4P2 PLAT PLBD1 PLCD1 PLEKHA5 PLEKHB2 PLP2 PLSCR1 POLR1B POU6F1 PPP3CC PRDM1 PRF1 PRKCA PRSS12 PTPN13 PTPN22 RAB3D RASA4 RECK RNASE4 RNF138 RPGR S100A10 S100A13 S100A4 S100A6 SAMHD1 SEMA4A SEMA4F SERPINB6 SERPINB9 SKAP2 SLC25A53 SLC35E4 SLC66A3 SMYD1 SNX10 SOAT2 SOCS2 SOS2 SSX2IP ST3GAL4 ST3GAL6 STARD10 STX7 TK1 TKTL1 TMEM141 TMEM37 TNFRSF1B TRAF1 TRAF3IP2 TSPAN4 TUSC2 TXNDC5 UNC119B VKORC1 VMP1 XIST YJU2B GOLDRATH_NAIVE_VS_MEMORY_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOLDRATH_NAIVE_VS_MEMORY_CD8_TCELL_UP ACP5 ACTN1 ACTN2 ACVRL1 ADCY6 ADGRL1 ADK ADPGK AMPD3 ANAPC5 APEX1 ARHGAP39 ARID2 ATP1A1 ATP6V1D BZW2 CACYBP CBX6 CCNL2 CCR7 CCR9 CCT5 CD5 CD8A CDIP1 CDKN2D CNGA1 CNN3 CRY1 CXXC5 CYB5A CYTIP DAP DAXX DDIT4 DDX3Y DGKA DNAJC1 DPH5 DTYMK DUSP2 EGR1 EHD1 EIF4G2 ELOVL6 ENG EPHX1 EXT1 EZH2 EZR FASN FRMD6 GABRR2 GADD45A GEMIN5 GGT5 GSN GUCD1 HDAC2 HDAC7 HES6 HIF1A HLA-DOA IDH2 IFI27L2 IFIT1B IFT25 IKBKE IL6ST ILF3 ILRUN ILVBL INPP5B INTS7 IRF7 IRGM ISG15 ISG20 ITGAE KIF23 KLHDC2 LDLR LEF1 LGALS3BP LTB MAP4K2 MAP4K4 MAP7 MARCKS MARK2 MATK MFHAS1 MGST2 MINPP1 MPP1 MRPL30 MRPS17 MX1 MYB NAB2 NDRG1 NFIX NFKBIZ NOCT NOTCH1 NSMCE1 NTPCR PBX2 PDK1 PDK3 PDLIM4 PEPD PGD PHTF2 PIGA PLAC8 PLAUR PNPT1 POLE2 PPA2 PPDPF PPIC PPP2R5A PPRC1 PRKCB PRKD2 PRKDC PRPS2 PSMA5 PTPRS RAB3IP RALGPS2 RAMP1 RAPGEF4 RASGRP2 RBM38 RBM4 RCAN3 REV3L RFLNB RGCC RGL2 RGS10 RHOH RMND1 RMND5A RNF19A RPL13A RPRD1A RPS25 RPS6KA2 RPS8 RSAD2 SATB1 SEC11C SESN1 SFMBT2 SLC12A7 SMC4 SNHG6 SNRK SPRED2 SPTBN1 SRM SRSF6 ST3GAL1 ST6GAL1 ST8SIA1 STK10 STT3B TALDO1 TBCEL TCOF1 TDRP TEC TIMM9 TKT TMEM14C TMEM245 TMEM50B TNNT1 TOP2A TRIM25 TSC22D1 TSPAN13 TSPAN32 TTC3 TUBA1A TUBA1B TUBA1C TUBB TUBB3 TWSG1 UBA2 UBE2D2 UBE4B UCK2 UTP20 ZDHHC14 ZNRF1 GSE10094_LCMV_VS_LISTERIA_IND_EFF_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10094_LCMV_VS_LISTERIA_IND_EFF_CD4_TCELL_DN ABCA12 ACCSL ADCY6 ADPRS ADRA1A AEBP1 ALOXE3 AMH ANK1 ANO1 AP5B1 AQP6 ARHGAP23 ARHGEF11 ATF3 ATP7B B4GALNT2 BDNF BET1L BMP7 C12orf57 C3orf52 CA8 CALML3 CAMK2N1 CCL4 CFI CHMP4C CIART CLEC7A CLIC6 CLN8 CRISP1 CXADR DAZ2 DEUP1 DND1 DYNC2I1 ELAPOR2 ENOX1 EPHB3 ESRP1 FAM171A1 FGL1 FHL5 FITM1 FLG FLRT2 FLT3 FUT2 FXR2 G6PC1 GABRA1 GALR3 GDF9 GIT1 GLRB GNG8 H2AJ HACD4 HAP1 HNRNPF HS3ST3A1 HS3ST4 HSD17B3 HTR4 HYOU1 IFNGR2 IFTAP IGLON5 INAVA INS INSRR IQSEC3 ISL2 ISX JHY KCNA7 KCNE5 KCNH3 KCNJ6 KCTD1 KIAA1522 KRTCAP2 LAMTOR1 LAYN LCAT LGI4 LRRN4CL LTB LTB4R MEFV MGST1 MLPH MS4A8 MSR1 MUC13 MUTYH MYO10 MYOM1 NDUFAF8 NEK6 NEUROD1 NKX2-1 NLRP10 NPC1L1 NPC2 NRP2 NTNG1 NUDT14 OAZ1 OSBPL6 P2RX1 PARM1 PATL2 PCDH10 PCDHB14 PCDHB3 PCYT1A PDZD11 PHGR1 PIBF1 PIGO PIM1 PKMYT1 PKP1 PLA2G3 PLAAT1 PLIN5 PNPLA3 PPIA PRPF19 PRSS36 PTCH2 PTMS PTOV1 RABAC1 RBM25 RBM39 RBMS3 RBP3 RDH16 REG3G RHAG RHBDD3 RIBC1 ROBO1 RPL39 RPTOR RUNDC3A S100A8 SCTR SEL1L2 SIGLEC1 SLC12A9 SLC15A5 SLC25A2 SLC25A31 SLC29A3 SLC35E4 SLC5A10 SLC6A2 SMTNL2 SNAI3 SNORD104 SORCS3-AS1 SPNS3 SS18L1 ST3GAL1 STEAP1 SYCP2 SYNDIG1L SYNGR4 TGIF2 TLR9 TMEM116 TMEM160 TMEM171 TMEM207 TMEM259 TMEM88 TMEM92 TRANK1 TRPM2 UBXN2B UCP2 UFC1 USP50 UTS2R WFDC1 WIPI1 XKRX ZFP36 ZHX3 ZNF112 ZNF334 ZNF394 ZNF483 ZNF532 ZNF862 GSE10094_LCMV_VS_LISTERIA_IND_EFF_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10094_LCMV_VS_LISTERIA_IND_EFF_CD4_TCELL_UP ABCB1 ACSF3 ACSS1 ALG5 ANKH ANKLE1 ANKRD44 ANXA9 APPL1 ARHGAP25 ARHGAP30 ARHGEF39 ARMC5 ASB1 ATP11B ATP2A3 BCDIN3D BCL10 BDP1 BLTP3B BMS1 BRWD1 BTAF1 BTBD9 BTRC C2orf68 CA5B CAMKK2 CARD6 CBX7 CCNT2 CD200R1L CELF1 CEPT1 CERT1 CGGBP1 CHRNB1 CLINT1 CNOT6 CREB1 CSNK1E CSTF2 CYB5A CYB5R4 CYTH2 DCP1A DCUN1D4 DDB2 DGCR8 DIPK1A DNAI4 DOCK10 DOCK11 ECHDC2 EPC1 EPM2AIP1 EXOSC8 FAF2 FAM117B FAM204A FAM8A1 FEM1C FEZ2 FKBP1A FKTN GAA GIMAP4 GRINA HABP4 HEXA HGSNAT HHAT HINFP HLTF HP1BP3 IKBKB IL9R INAFM1 INPPL1 IPP ITGAL JTB KIAA1191 KPNA1 LRRC8C MAN2A2 MAPK11 MED20 MICAL1 MORC3 MOSMO MRPL16 MRPS2 MSN NAA38 NABP1 NAP1L4 NCKAP1L NDUFB3 NECAP1 NFATC2IP NIPAL3 NRBF2 NRF1 NUFIP2 NUMB NUP58 OGT OSTM1 PAFAH1B1 PAG1 PARP11 PARP14 PCK2 PDPR PEAK1 PFKFB4 PGAP6 PHC3 PHF3 PHYKPL PLA2G15 PNPLA7 POLK PPP1R15B PRDM9 PSMB9 PTGR3 PTPN21 QPRT RAB14 RAB6B RAPGEF2 RASSF6 RBAK RBM15B RBM27 RBM33 RBM41 RBSN RETREG3 RIOX2 RNF185 RORA RPL27 RPL5 RSRP1 SAMHD1 SCAF4 SEC24C SEPTIN6 SFT2D2 SFXN3 SHPRH SIDT2 SLC25A35 SLC30A7 SLC35A3 SLC43A2 SOWAHA SPN STK24 STK25 STK38 SYNRG TASL TBL2 TENT5A TEX14 TFB2M TIGAR TM9SF2 TM9SF3 TMEM129 TMEM167A TMEM229B TMEM81 TOLLIP TOR1AIP1 TRAPPC10 TRIM25 TUG1 UBR3 UIMC1 USP47 VAMP4 WDR48 WNK1 ZDHHC7 ZFC3H1 ZFX ZFYVE1 ZNF12 ZNF251 ZNF318 ZNF408 ZNF563 ZNF623 ZXDB GSE10147_IL3_AND_HIVP17_VS_IL3_AND_CPG_STIM_PDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10147_IL3_AND_HIVP17_VS_IL3_AND_CPG_STIM_PDC_DN ACO2 ACTR1A ADCK1 ADRB2 ALDH2 ANKRD27 ANKRD29 ARHGAP10 ARHGAP31 ARL8A ATG4B ATPAF1 BMX BRCA2 BTD CAND2 CCDC113 CCNJL CD81 CD9 CDKN2AIPNL CEP83 CHD4 CIAO2B COLGALT1 CXXC5 EIF3B EIF4EBP2 ENDOD1 EPHB6 FADS1 FAM234A FLOT2 FMNL3 FRAT1 GADL1 GATAD1 GCH1 GOLM1 GPANK1 GPAT2 GRAMD1A GYPC HADH HEATR6 HSD17B1 IL10RB ILF3 IQGAP1 IRF2BP2 IVL JAK1 JPT1 JRK KCNA2 L1CAM LCK LZTS2 MACC1 MAGED1 MAGED2 MAP3K3 MAVS MED13L METTL27 MEX3B MIDN MINK1 MIR216A MIR34C MOCS1 MRPL17 MRPS26 MYO10 NAA25 NADK NEDD4L NEURL3 NEXMIF NFYC NMT2 NPAS2 NQO2 NRG4 OBI1 ODF2L OTUD5 P2RX4 PAG1 PALS2 PANK1 PDGFC PDK2 PDP2 PDZRN4 POLE4 POR PPP1R11 PRRG4 PTH PTPA RAB11FIP1 RAB3D RAD52 RAVER1 RBM22 RBPJ RCN2 RDH11 RIT1 RNF215 RNF25 RPIA RSF1 SAP130 SAP30BP SCML4 SEPHS1 SH2B2 SIN3A SLC39A1 SLC39A11 SNRPD3 SNX12 SPEM1 SRM ST8SIA6 STAR SYDE2 TAF8 TBC1D17 TECR TEX28 TLR3 TMEM209 TMEM65 TNF TNS1 TPRG1L TRIM10 TRMT10C TSEN2 TTL TUBG1 TXNL4B UBA1 UBASH3A UBE2Z USP30 ZC4H2 ZFP64 ZMPSTE24 ZYG11B GSE10147_IL3_AND_HIVP17_VS_IL3_AND_CPG_STIM_PDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10147_IL3_AND_HIVP17_VS_IL3_AND_CPG_STIM_PDC_UP A3GALT2 ABTB3 ACACB ACTBL2 ACTG2 ADAMTS12 AGPAT4 ALS2CL ANKIB1 ANXA7 ARL6IP5 ARMCX1 BMP6 BRD9 BTLA BTNL10P BUB1B C11orf68 CCDC120 CCDC81 CCL8 CERK CHEK2 CHRND CIDEC CLEC18A CLEC2D CNBP COLEC11 COMMD7 COX6B2 CPM CUZD1 CYB561 CYP2R1 DBF4 DCBLD1 DCLRE1A DLL4 DMPK DOK2 DPF3 DUSP13 ECM1 EFCC1 ENPEP EPHB3 EPO ERN2 F7 FAM3C FBH1 FBLN1 FNDC3B FOXH1 GALNT10 GDPD3 GIMAP3P GPR162 GPR6 GRIP2 GTF2A1L GTF2H4 GTSF1L H1-6 H4C14 HDAC11 HDHD5 HERPUD1 HOPX IGF2-AS IL17B JAGN1 JSRP1 KANK1 KCNJ16 KIF21A KLHL23 KLK11 KLK12 KNCN KRT76 KRTCAP2 LAMB2 LRRC18 LRRC56 LRRC7 MAP3K6 MAPK4 MED29 MERTK MNS1 MORN3 MRAS MT-CYB MUC6 NCAPD2 NEK11 NLGN2 NLRP3 NOL4 NPW NR4A2 NXPH3 ODF3L2 OXR1 PDK4 PDLIM1 PIH1D2 PKD1L1 PLBD1 PLCH2 PLD5 PLEKHG4 PPP1R3C PRDM11 PRSS42P PSCA PSMC3 PYHIN1 REEP2 RHBDF1 RHOU RPL36A RPL41 RPS26 RSPO1 RTN2 RUNX2 SCARA5 SDHA SGCZ SH3BP2 SIAH2 SOWAHC SP6 ST6GALNAC5 SYCN SYNDIG1L SYPL2 TASP1 TEX14 TLE1 TMC5 TNFSF14 TOGARAM2 TRIM34 TTYH3 UBASH3A UBTD1 USP26 VARS1 WNT16 WWTR1 GSE10147_IL3_VS_IL3_AND_CPG_STIM_PDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10147_IL3_VS_IL3_AND_CPG_STIM_PDC_DN ABCA3 ACAA2 ADAMTS14 AHI1 ALDH4A1 ANGPTL1 ANGPTL2 ANXA1 ANXA11 AQR ARHGEF12 ASH2L ATG9A CAP2 CATSPERD CCDC125 CCPG1 CCR6 CD46 CDK9 CEP164 CHCHD5 CIBAR1 CMAHP CNKSR3 CRYBG1 CSNK1E CSTF1 CTCF CWC27 DDX41 DHPS DNAJB5 DNAJB7 DOCK9 ECPAS EMB EXD2 EZH1 FAM234A FAM98B FBXW10 FBXW8 FIG4 FLG2 FUCA2 FXR2 GCSH GOLPH3L GPRC5B GRWD1 GTF2H2 GYS1 GZF1 HABP4 HELB HNRNPL HS2ST1 HSDL2 HSF2 HYCC2 HYOU1 IKBKG INPP4A INSL6 IPO8 ITGA7 ITPKC JADE1 KAT5 KDM3B KIF16B KIF5B KIFAP3 KLHDC2 KLHL3 LPIN2 LRP6 LSG1 MAP3K7 MCM4 MCOLN3 MED25 METTL27 MGST2 MLH3 MOCS3 MTHFD2 MYO10 MYO1D NAT1 NIT2 NMB NOMO1 NR1D2 NR1H2 NUP107 OCRL OGG1 OPRPN ORC3 OXNAD1 PANK1 PDCD1 PDLIM4 PFKP PHACTR2 PLXNA1 PMAIP1 PPP6R1 PPP6R2 PRDM5 PRKCZ PRKX PROS1 PSMD5 R3HCC1 RAB3GAP2 RAB3IP RAB7A RABEPK RAPGEF2 RAVER1 RDM1 RPP14 RSPRY1 RWDD3 SEC14L1 SEC16A SEPTIN10 SIDT1 SIPA1L1 SKA2 SKIC3 SMC5 SNX29 SPG21 SPN SQOR STAU2 THOC3 TMEM209 TRIM28 TRMT61A TRPT1 TTC5 TTLL1 TUBGCP2 TXNDC16 TXNDC9 TYW1 UBR5 USP9X VPS50 VPS8 WDR91 XKR9 XYLT2 YJU2 ZAN ZDHHC8 ZFP30 ZHX1 ZKSCAN1 ZRANB1 GSE10147_IL3_VS_IL3_AND_CPG_STIM_PDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10147_IL3_VS_IL3_AND_CPG_STIM_PDC_UP ABHD16B ABI3BP ACER1 ACTBL2 ADAM19 ADGRL1 AGMO AHR APTX ARHGAP33 ASF1B ATP6V0D2 ATP6V1B1 ATRNL1 BARD1 BRIP1 BUB1 CABP2 CCDC60 CCDC89 CCR2 CD320 CDC16 CDCA5 CENPH CH25H CHCHD2 CHRM4 CHRNA9 CMKLR1 CTLA4 CXCR3 CYP27B1 CYP2E1 DEGS1 DGKA DHX34 DHX58 DIO2 DLEU7 DLGAP5 DOK2 DSG4 DTD1 DTX3 DUSP8 EEA1 ENTPD1 ESAM FAM156A FAM172A FKBP2 FOSB FUT7 GABBR1 GBP5 GBP6 GJA1 GJD4 GOT1 GPRIN2 GSTT1 HNRNPDL HOXA9 HSH2D ICOS IFNA5 IFNGR1 IFNL2 IL17F IL20RB IL5RA ISG15 ITGB1 KCNT2 KIF5C KIR3DL2 LHFPL1 LIF LRP8 LRRC69 LTB4R2 LY9 LYL1 MARCHF1 MIR211 MIR27A MIR365B MYH1 N4BP1 NAALADL2 NCF4 NDFIP1 NELL2 NFE2 NLRC5 NPHS1 NXNL1 OBSL1 P2RY14 PAPLN PATE4 PCDH20 PDGFRB PEX5 PGC PHLDB2 PLA2G10 PLAAT3 PLS1 POU3F3 PPP4R1L PRDM1 PROK2 PSMB9 RAPGEF5 RNF125 RPSA SCN11A SEBOX SEC31B SLAMF6 SLC17A6 SLC22A13 SMCO4 SOX2 SPACA6 STX12 SURF2 SYCN SYTL2 TAAR9 TASP1 TDRD7 TIGD3 TMCO6 TMEM145 TMEM212 TSPAN33 TUBB2B TUFT1 TULP3 TXNDC9 UBA2 ULK4 WDR27 ZG16 GSE10147_IL3_VS_IL3_AND_HIVP17_STIM_PDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10147_IL3_VS_IL3_AND_HIVP17_STIM_PDC_DN ABHD14B AHSG ANTXR1 APLN APOA4 ASB5 B3GAT1 BDNF BHMT2 BTF3 BTG2 C1QA CABP1 CBFA2T3 CCN5 CD93 CDKN2A CH25H CKB CKS1B CLDN4 COL11A1 COL14A1 COMMD7 CPSF3 CYP11B2 DAPK1 DIP2C DLGAP1 DMKN DPCD EIF3K EMX2 EPHX2 EPS8L1 EVX1 FAU FGF11 FGF8 FGFR4 FITM1 FOXI2 FZD8 GIMAP3P GIMAP4 GIMAP6 GLYCTK GNAT2 GNGT1 GPNMB GPR179 GPR3 GUCA2B HGSNAT HSH2D HSPA1A IGSF11 ITGAX JMJD6 JPH4 KCNC1 KCNMB4 KCTD12 KLHDC4 KRTAP3-1 LEPROTL1 LPIN1 LRFN3 LRP11 LRRTM1 LY6G6E MANF MAPK13 MED8 MIR326 MNS1 MTSS2 MYO7A MYRIP NAA11 NACA NDUFS5 NEU4 NKX3-2 NSG2 OASL OCA2 ODAD1 OSR1 OSR2 P2RY2 P3H2 P3H3 PAPPA2 PAX7 PCDHB12 PHLDB1 PLAAT1 PMM1 PNO1 PPM1J PPP1R3E PRKCSH PROCR PRSS36 PTPRU RADIL RASL10A RCAN2 RGS5 RGS6 RNASE1 RPL11 RPL12 RPL23A RPL34 RPS4Y2 RSAD1 RUNDC3B SALL4 SAMD12 SASH3 SCTR SDK1 SEL1L3 SEZ6 SH3BGRL3 SHC2 SOX3 STMN1 SV2B SYT6 TBX20 TGM4 TMEM132D TMEM144 TMEM200B TTC7A UNC45B USHBP1 VPS13D WNT5B XIRP1 ZFHX3 GSE10147_IL3_VS_IL3_AND_HIVP17_STIM_PDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10147_IL3_VS_IL3_AND_HIVP17_STIM_PDC_UP ACBD4 ADI1 AGO1 AKAP11 AKIRIN2 ALDH5A1 ALPK1 ANGEL2 ANKS3 AP1M1 ARHGEF7 ARMCX2 ATF6B ATG12 ATG4B ATP11A ATRNL1 B3GALT1 B3GALT2 BCL2L15 BCOR BLM CASC3 CBLB CCDC88A CD3E CDKL5 CEP135 CLEC16A CLUAP1 COG3 COL6A4P1 CPNE4 CRAT CREBL2 CSK CSNK1G1 CTDSP1 CTDSPL2 CUL4A CXXC1 DDX5 DENND10 DENND6A DIDO1 DNAJC27 DNMBP DOCK8 DPP7 ECPAS EIPR1 ERAL1 FAM76A FBXL20 FMNL1 FNDC3A GBA2 GCH1 GGA3 GNB4 GOLGA3 GRK4 GTF3C2 HABP4 HDDC3 HLCS IARS2 IDS IFT140 IFT52 IFT74 IFT81 INPPL1 IRAK1BP1 ITPR2 KAT7 KCNA2 KCNF1 KIAA0319L KLHL42 LYPLAL1 MBTPS1 MED16 MIPEP MIR202 MIR98 MLXIP MPP7 MTMR2 NAPB NFYC NIPSNAP1 NNT NUDCD3 OSBPL11 OTULIN PATJ PCMTD1 PELP1 PFKP PHF8 PI4KB PLEKHG2 POGZ PPP6R1 PRDM9 PSAP PTAR1 R3HDM1 R3HDM2 RAB3D RAMP1 RASGRF2 RB1 RBM22 RBM4B RELT RETREG2 RFX1 RNF157 RNPEPL1 RPRD2 RPTOR RTN4 RYR2 SCAMP3 SETD1B SF1 SHLD2 SIK3 SORD SORL1 ST6GALNAC1 SUPT20H SYDE2 SYNJ1 TAOK2 TBC1D19 TBC1D23 TDP1 TFDP2 THOC5 TNFAIP8L1 TNRC6A TPCN1 TTBK2 TTC17 UBE3C UBR5 UPF1 USP21 USP32 USP33 VAT1 VCL VPS13C VPS8 WDR35 WDR73 WDR76 WDR83OS WDTC1 YPEL5 ZDHHC9 ZMYND11 ZNF106 GSE10211_UV_INACT_SENDAI_VS_LIVE_SENDAI_VIRUS_TRACHEAL_EPITHELIAL_CELLS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10211_UV_INACT_SENDAI_VS_LIVE_SENDAI_VIRUS_TRACHEAL_EPITHELIAL_CELLS_DN ACAD9 ACOT7 ACOT9 AHNAK AIRN ALDH16A1 AMER1 AMFR ANKRD55 ARRDC4 ASNS ATP9A BCAT1 BHLHE40 BMP7 C1QB CAST CASTOR1 CBLC CCDC122 CCDC163 CCNE1 CCR8 CCRL2 CD200 CD72 CD80 CD99L2 CDCA3 CDCA7 CDCP1 CENPN CERK CFAP251 COG7 COL15A1 COTL1 CPE CSRP1 CST7 CTCF DCPS DHX37 DTNB DUSP16 DUSP29 DYRK1B ECT2L EEA1 EHMT2 ENDOD1 ENTPD1 EPCAM EVA1B FARP1 FAU FERMT3 FGF16 FRMD4B GABARAPL1 GIMAP1 GLRA2 GNS H1-0 HDAC6 HDAC7 HMGCS1 HPN ICA1 IFT80 IGF2R IGFLR1 IKZF5 INPP5F IRF1 IRF8 IRS1 ITGAE ITGAV KCNA3 KLF8 LAG3 LAPTM4B LARP1 LEPROT LHFPL1 MAPKAPK3 MARCHF3 MARVELD2 MEA1 MGMT MIR219A1 MIR34A MXD4 MXI1 MYC NADK NAGLU NCAPG2 NES NIBAN1 NT5C1B OLFM4 OSGIN1 PCNX1 PDCD1LG2 PDK4 PELI2 PGAP2 PGLYRP1 PHETA2 PLXNC1 PNRC1 POLDIP3 PON3 POU2F2 PPP2R3A PPP2R5D PRC1 PTGER4 RAB3GAP2 RAD51B RARG RASIP1 RCN1 RFESD RILPL2 RIMKLA S100A4 SEPTIN9 SERINC5 SESN1 SETBP1 SFN SH3BP5 SHE SLC43A2 SLC5A7 SNX14 SOCS5 SORBS1 SPRY1 SSH1 ST6GALNAC6 STAM2 STARD10 SUOX SYT11 TGIF1 TMEM134 TMEM161A TPX2 TRIB1 TSPAN32 TTC24 TTPAL TXNDC12 UBASH3A VARS1 WARS1 WNT3 XPO7 ZDHHC4 ZMAT4 GSE10211_UV_INACT_SENDAI_VS_LIVE_SENDAI_VIRUS_TRACHEAL_EPITHELIAL_CELLS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10211_UV_INACT_SENDAI_VS_LIVE_SENDAI_VIRUS_TRACHEAL_EPITHELIAL_CELLS_UP ABTB2 ACTR8 ACTRT2 ACYP1 AKT1S1 ANKRD11 ANKRD36 ANKRD44 ANO4 ANTXR1 ARID3B ARRB2 ATP8A1 BBS7 BMP5 BRF1 BRPF1 C2orf42 CARS1 CCDC152 CD2AP CENPJ CFHR3 CLYBL CMKLR1 COX10 CUZD1 CYP39A1 DAAM1 DDX51 DSE DYRK1A DZIP1 EIF4A2 EMB ENTPD6 EPAS1 EPM2AIP1 EXD2 FAM110B FBLN1 FGD2 FLOT2 FNTB FOXP1 FXYD5 GALNT2 GIPC3 GPCPD1 GPR132 GPR171 GPR183 GRAMD1A GRAMD2B GRIN1 GTPBP1 HEATR5A HPCAL1 HYKK IDH2 IKZF1 IL17RA IL2 IL7R INO80 IQGAP2 JAK1 JAKMIP1 KLHL18 KLHL5 LEF1 LMBR1 LRRC18 LRRC42 LTN1 LUC7L3 MACF1 MAMDC2 MAP3K3 MBOAT1 MIR17HG MIR450B MPND MRM3 MTG2 MTR MTSS1 NANP NCAPD3 NELFCD NEMP2 NLK NMRK1 NTRK3 NUMB ORAI2 OVGP1 PABIR1 PACRGL PCCB PDE7A PDLIM1 PEPD PHF20L1 PIAS2 PIM2 PLA2G2F POLE2 POLR1A POU6F1 PPIC PXMP4 RAB11FIP4 RAB28 RAVER2 RBSN RFX6 RICTOR RIPOR2 RNF39 RPS27 RSU1 S1PR1 SEMA4F SFRP1 SGMS1 SHC4 SIDT1 SLC38A2 SMAD4 SNAPC4 SPG7 SPINK8 SPOPL STX17 TAL1 TBC1D1 TBRG4 TECPR2 TINF2 TMEM186 TRUB1 TSC1 TTC7B TTYH3 TXK UGCG USP53 VSX1 XKRX ZFYVE27 ZNF318 GSE10239_KLRG1INT_VS_KLRG1HIGH_EFF_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10239_KLRG1INT_VS_KLRG1HIGH_EFF_CD8_TCELL_DN ABRACL ABRAXAS1 ABRAXAS2 ABTB3 ADGRE1 AKAP10 ALOX5AP ANKRD52 ANLN AP1G1 AP1S2 AP3B1 APAF1 ARFIP1 ARHGEF3 ARHGEF6 ASPM ATL2 ATP10D ATP8B4 BBOX1 BCL11B BET1 BTBD10 C2orf72 CAMK1G CASP7 CAV1 CBX5 CCDC136 CCDC175 CD200R1L CD300A CD84 CDC14A CECR2 CELF2 CFAP53 CGGBP1 CHMP5 CLEC4A CLSPN CNOT6 COPB1 COX7B2 CRADD CROT CSF1R CSF3R CSMD2 CTBP2 CTCF CYP4V2 CYTL1 DBF4 DENND4C DENND6A DIPK1A DLGAP5 DNASE1L3 ECT2 EPB41L2 ERI1 ESYT2 ETFRF1 EXTL1 F2R FAM13B FAM184A FAM204A FBXO5 FRMD3 FYN GABRR2 GAS2L3 GGPS1 GNA14 GNPDA2 GOLT1A GRIN2A HCFC2 HCK HEPACAM HERC1 HMGXB4 HPF1 IDE IGSF21 IQGAP2 IRF7 ISX ITGA1 ITGA6 KBTBD7 KIF11 KIF16B KLF6 KLRG1 KMT2A KRT4 LGMN LIPK LY86 MAPK9 MAPRE1 MARCHF6 MDGA2 MED7 MIA3 MINAR2 MLLT10 MOB1A MOB4 MS4A18 MS4A7 MTURN MYOZ1 NCF2 NCKAP1 NCOA2 NCOA4 NGLY1 NR4A3 NRDC NUDT12 NUF2 NUSAP1 OLIG1 OPRL1 PCDHB1 PIAS1 PLCL2 PLEK PLEKHH2 PLXNC1 POU2F1 PTMS PTPN22 RASGRP1 RASSF3 RBL1 RBMS1 REEP3 RELL1 RHOQ RIGI RPS6KA5 RSPO4 RTF1 SCCPDH SEMA5A SEPTIN10 SERPINA11 SGO1 SGO2 SH2D1B SLC16A4 SLC22A17 SLC25A24 SLC4A10 SMARCAL1 SNX10 SNX18 SPTBN1 SPTY2D1 SSR3 SSTR2 STARD4 SUB1 SYTL2 TAF5 TBL1XR1 TENT5A TMED8 TMEM98 TNKS TNKS2 TOP2A TRAM1 TREML4 TRIM21 TTC38 TTF1 TUT1 TXNDC9 UBE2B UBLCP1 UGP2 USP38 VASH1 VPS13B VPS41 WDR7 WNK1 ZC2HC1C ZDHHC15 ZNF260 ZNF566 ZYG11B GSE10239_KLRG1INT_VS_KLRG1HIGH_EFF_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10239_KLRG1INT_VS_KLRG1HIGH_EFF_CD8_TCELL_UP AARSD1 ACAA1 ACOT7 ACSF3 ADCK1 ADCK5 ADI1 ALDOA ALG5 ALG9 ALKBH6 ANKRD37 APLN ARX ATIC ATP4A BATF BRS3 BUD23 C17orf80 C19orf48P C1orf174 C1orf216 CACNG3 CCN4 CDH26 CDKN2A CFAP221 CHCHD1 CHCHD5 COL10A1 COL9A2 CUEDC2 CXADR CYB5B CYP51A1 DBH DCTPP1 DDX39A DDX47 DDX51 DHRS13 DHX30 DLX3 DNPH1 DRG2 DTD1 DUOX1 EIF2B2 EIF2B5 EIF3D EIF4A3 ELAC2 ELP3 EMG1 ESRP1 ETV4 EXOG FABP5 FAM162A FAM216A FAM43B FDPS FSD2 FTMT FURIN GABRA6 GCN1 GGA2 GINS2 GJB2 GLDC GNAO1 GPX1 GSTA5 GTF2H3 HACD1 HDAC10 HMGXB3 HOOK2 HS6ST1 HSPBP1 HVCN1 IL34 ILF2 ITIH1 JAGN1 JOSD2 KARS1 KCNK10 KLHDC3 KLHDC9 KRT33A LAYN LDHB LINGO2 LOX LRP3 LSM2 MED18 MRPL11 MRPL17 MRPL22 MRPL44 MRPS30 MRPS35 MRPS7 MYLK4 NAP1L2 NAT8L NDN NDUFAF2 NDUFAF6 NEK6 NHP2 NME1 NME8 NOP9 NR2C2AP NUDT19 OAS1 OVCA2 P3H1 PABPC4 PCK1 PDCD5 PDSS2 PECR PFKL PGP PIM2 PIN1 POLDIP2 POLR2C POLR2D PPM1F PRDX3 PRR3 PSCA PSMG3 RABEPK RABL3 RAD1 RAE1 RBFA RBM15B RCCD1 RIOX1 RPL36 RPRML RPS19BP1 SENP3 SHMT2 SIAH2 SIVA1 SLC25A19 SLC25A26 SLC25A33 SLC35F2 SLC6A13 SLC7A1 SLC7A5 SLC7A6 SMG5 SMIM3 SNAP47 SNHG6 SPRYD4 SPX SPZ1 SSH3 STAT5A STOML2 SUPT4H1 SURF6 SUSD3 TEAD3 TFPT TIMM13 TMEM132E TMEM216 TMEM69 TOMM20 TPD52L2 TPI1 TRIM28 TRMT1 TXNDC2 TXNL4A TYSND1 UBE2QL1 UBXN11 VAC14 VDAC1 WDR46 WNK4 WNT4 YBX3 ZCCHC4 ZNF428 GSE10239_MEMORY_VS_DAY4.5_EFF_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10239_MEMORY_VS_DAY4.5_EFF_CD8_TCELL_DN AASDH ACTL6A ACTR3 AHCYL2 AIFM1 ALG10 ALKBH5 ANKRD46 AP1S2 AP3S1 ARF6 ARFIP1 ASXL1 ATL2 AURKB BCL2L11 BUB1B C1D C1GALT1 C1orf52 CAND1 CASD1 CBX3 CCDC34 CCDC6 CDC16 CDC20 CDC7 CDCA5 CDK1 CDK17 CLCN3 COPS5 CRK CSNK2A2 CTPS1 CYP20A1 DCUN1D5 DIDO1 DR1 DRAM2 DUSP4 E2F3 EAF1 EED EIF1AX ERMARD EWSR1 FAIM FARP1 FBXW11 FDFT1 FEM1B FEN1 FLVCR1 FRMD4B GAPVD1 GARS1 GINS1 GINS2 GLRX3 GNA13 GRSF1 GSR GTF2B GZMB HACD3 HARS1 HMGCR HMGCS1 HSD17B12 IBTK ICOS IDH3A IPO5 ITPR1 KCMF1 KDM1B KDSR KIF22 KLHDC2 LAMTOR3 LDHA LRBA LUC7L2 MAP3K1 MAPK9 MARCHF5 MBTPS2 MCM10 MCM2 MCM4 MCM5 MEMO1 METAP2 MFF MINDY3 MLEC MORF4L2 MRPL39 MRPL44 MSL3 NAA20 NAA30 NARS1 NDUFAF5 NFYB NUDT5 NUP54 OBI1 OPA1 PAFAH1B2 PAK2 PDLIM5 PEX13 PGK1 PIGL PLK4 POGZ POU2AF1 PPM1H PPP1R7 PRELID3B PRIM1 PRPF38A PRPS1 PSPC1 PTCH1 QRSL1 RAB14 RAD23B RAPGEF2 RBM7 RFC5 RFX5 RPL23 RPP30 RPS2 RRM1 RRS1 RSBN1 RWDD4 SAP30 SAV1 SC5D SELENOH SELENOI SET SETD6 SLBP SLC25A13 SLC25A3 SLC25A4 SLC33A1 SLC35E2B SLC39A6 SLC7A1 SMARCC1 SNRNP40 SNRPA1 SPCS3 SQLE SRSF10 SRSF9 SSBP1 SSR3 STRAP STRN TAF3 TAF5 TCEANC TEX10 TEX30 THOC7 TIAM1 TM9SF2 TNFRSF9 TP53BP1 TRA2B TRIM59 TSTD2 TUBB2A TYMS UBA2 UBP1 UFSP2 USP39 USP42 VAMP3 VAPA VKORC1L1 VMA21 WSB1 XPO7 YAF2 YIPF5 YTHDF2 ZBTB14 ZNF236 ZWILCH GSE10239_MEMORY_VS_DAY4.5_EFF_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10239_MEMORY_VS_DAY4.5_EFF_CD8_TCELL_UP ADGRG5 AKAP9 ALB AMN AP1B1 AP4S1 AQP9 ARAP1 ARHGAP45 ASPHD1 ATG13 ATG16L2 ATP5MC2 ATP6V1F BBX BCL6 BLOC1S1 BRD2 C2CD4B CAMK2G CARD6 CBX7 CCDC88B CD3D CD72 CHD3 CNR2 CNRIP1 COL9A3 COTL1 COX20 CRTAM CRTC3 DACH1 DACT2 DBNDD2 DDIT3 DNAJC17 E4F1 EEF1A2 EFNA4 EGR3 EIF3I EPS8L3 EVL FAU FHIT GPR132 GPR18 GPS2 GRAMD4 GRAP GREB1 GZMM HNRNPAB HSD17B11 IGFALS IGLL1 IKBKE IL10RB INPP1 INSC IRF2BP2 IRF7 ITPR2 JUN KAT2A KCNJ11 KCNJ8 KCNMA1 KLK8 KMT2A KRT71 KRT78 LCP2 LSM6 LTB LYPD5 MAP3K14 MAP3K3 MAX MBD3 MEA1 MED13L MED8 METTL22 MLXIP MRPL24 MRPS34 MS4A15 MSI2 MTERF4 MTFR1L MYC NDUFA6 NDUFA7 NDUFS5 NFE2L1 NFE2L3 NFKB2 NINJ1 NLRC3 NPC1L1 NSA2 NSFL1C NT5E OGG1 OPCML ORAI2 PAQR7 PARP16 PARP6 PARP8 PDE2A PDLIM1 PFDN6 PHF19 PHLDA3 PIP4K2B PIPOX PITPNM1 PLAAT3 PLCD1 PLD3 PLXNB1 PNRC1 POU6F1 PPP1R35 PRSS12 PSMD3 PSME1 PTBP1 RAB11FIP1 RAB37 RABAC1 RAMAC RFLNB RGS3 RHCG RNF123 RNF166 RNF167 RPL14 RPL26 RPL36 RPL41 RPS7 RUNDC1 S100A5 SBF2 SCAND1 SDF4 SDHC SH3GL1 SIT1 SLC14A1 SLC17A9 SLC22A18 SLC25A29 SLC37A1 SMIM8 SNORC SNORD104 SNRPD1 SOGA3 SP110 SPAG7 STS SUGT1 TAF12 TCN2 TCP11L2 TDRP TEF TMEM213 TMEM25 TNFRSF1A TNIP1 TPRN TRAF3IP3 TTC26 TTLL7 U2AF1 UBC UBXN11 UQCR10 URM1 VPS11 VPS25 YPEL3 ZC3H13 ZFP36 ZMAT5 ZNF335 ZNF385C ZNF394 ZNF579 ZNF740 ZNF777 GSE10239_MEMORY_VS_KLRG1HIGH_EFF_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10239_MEMORY_VS_KLRG1HIGH_EFF_CD8_TCELL_DN ACO1 ACOT9 ACTL6A ACTR3 AGPAT4 ALDH9A1 ANLN ANXA2 AP1G1 AP3S1 ARFIP1 ASF1B ASXL1 ATF2 ATG10 AURKB B9D1 BACH1 BCAP31 BMP2K BTBD10 BUB1B C1orf112 C2orf69 CAT CBX3 CCDC34 CDC20 CDC25C CDC7 CDCA4 CENPA CENPF CENPI CHCHD4 CHMP4B CHORDC1 CKS2 CMSS1 CNOT7 COG7 COQ3 CPNE1 CSTF2 CUL4B CYP20A1 DCTPP1 DEPDC1B DHPS DIDO1 DLAT DNAJC6 DNPH1 DPY19L1 DR1 E2F2 EAF1 EMC2 EMC6 EPS15 EPS15L1 ERO1B FAM91A1 FARP1 FASTKD3 FBXO45 FBXO9 FDFT1 FIRRE FLCN FRMD4B GAPVD1 GINS3 GMCL1 GOLPH3 GPSM2 GRM4 GRSF1 GSR GTF2B HCCS IBTK IDE IDH3A ITPR1 JAGN1 KCMF1 KIF22 KIF23 KIFC1 LAMTOR3 LDLRAD4 LIN9 LMAN2L LPIN2 LRR1 MAP2K4 MAP3K7 MARCHF5 MBTPS2 MCM2 MCM4 MCM9 METTL9 MIER3 MIS18A MRPL15 MRPL39 MTAP MTHFD1L MYCBP MYO5A NAMPT NARS1 NCAPH NDRG1 NHLRC3 NIN NIPA2 NPAT NUDT4 OR51E1 OTUD6B PARG PCSK9 PDS5B PLEKHH1 PLSCR1 POGZ PON2 PPP2R5E PRC1 PSPC1 PTGR2 PTPN12 RAB14 RAB21 RAD21 RAD51C RAPGEF2 RBM14 RBM7 REEP3 RFC5 RNASEH2B RTN3 SEC23IP SELENOH SERP1 SET SGCB SGO2 SKAP2 SLAIN2 SLBP SLC12A2 SLC25A16 SLC25A4 SLC43A3 SLC9A6 SMARCC1 SNIP1 SNX10 SNX16 SNX18 SOCS4 SOD2 SPDL1 SRRM1 SRSF10 SYCE2 THOC7 TIAM1 TK1 TM7SF3 TMED10 TMEM183A TMEM50B TMEM59 TMEM97 TNFRSF9 TNPO1 TRA2B TRAK2 TRIM27 TUBB2A TULP4 UBA3 VASH1 VKORC1L1 VMA21 WNK4 YTHDF1 YWHAZ ZBTB2 ZC2HC1C ZC3H14 ZDHHC21 ZNF264 ZNF507 GSE10239_MEMORY_VS_KLRG1HIGH_EFF_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10239_MEMORY_VS_KLRG1HIGH_EFF_CD8_TCELL_UP ACHE ADAM33 ADCY2 AGPAT1 AIRN AJAP1 AKAP9 ALB ALDH1L1 ALOX5 ANK1 ANKZF1 AP4S1 AP5S1 APOBR AQP12A ARHGAP28 ASPHD1 ATG13 ATP5MC2 ATXN7L3B BAHCC1 BBX C12orf57 C1QTNF12 C20orf85 C8orf33 C9orf50 CACNG5 CAPN13 CARD6 CARMIL2 CBX7 CCND2 CCNL2 CD27 CD53 CD84 CENATAC CLCN7 CLEC16A CLEC4F CLIP4 COL25A1 COPZ1 COTL1 COX20 CPNE6 CTRC CXorf38 DACH1 DACT2 DBNDD2 DDR1 DENND1A DLGAP4 DLX3 DNASE1L2 DUSP8 EEF1G ELAC1 EPS8L3 EVL FAHD2A FAM167B FBXO36 FCGR1A FHIT FLOT1 FREY1 GIMAP4 GPANK1 GPBP1L1 GPX7 GRAP GREB1 GTSF1L HGH1 HPX HR IGLL1 IGSF9B IKBKE IL10RB INPP1 ITPR2 KCNJ11 KCNMA1 KLF1 KLHL26 KLK8 KRT78 KRT81 LAMTOR2 LMNTD1 LPP-AS2 LRRC61 LTB LYPD6B MACROH2A1 MDM4 MEGF11 MMEL1 MPPED1 MROH2A MRPS34 MS4A15 MYBPC3 NCKIPSD NCS1 NDRG3 NFE2L1 NFE2L3 NOBOX NOTCH3 NSFL1C NTN5 NTRK2 NUP210L OLR1 PAQR7 PAQR8 PHF21A PLEKHM3 PLXNA3 PSME1 PTBP1 PTPRF RAB11FIP1 RAB37 RAD52 RAP1GAP RASL11A RGS9 RNF138 RNF166 RPL18A RPL22L1 RPL31 RPL35 RPL36A RPL7 RPS14 RPS6KA1 RREB1 RTL8C RTN4R RUNDC1 SATB1 SCML4 SCRT1 SCT SDHC SERPINA12 SEZ6L2 SLC22A18 SLC2A5 SLC6A3 SLFN12L SNRPD1 SOBP SON STAMBP STX8 SUB1 SYNE2 SYT12 TBC1D12 TBXA2R TCF7 TCF7L1 TCP11L2 TLE6 TMEM151B TMEM204 TMEM213 TMEM25 TNFRSF1A TREML2 TRIM39 TRPM6 TTLL7 TWNK TXNIP UBN1 UQCR10 WFDC5 ZBTB39 ZBTB8OS ZKSCAN5 ZNF260 ZNF335 ZNF385C ZNF394 ZNF687 ZNF692 ZNF777 ZNF865 ZSWIM5 GSE10239_MEMORY_VS_KLRG1INT_EFF_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10239_MEMORY_VS_KLRG1INT_EFF_CD8_TCELL_DN ACO1 ACTL6A ACTR3 ACYP2 ADA AHCYL2 AKAP1 ANLN ANP32A AP1G1 AP3S1 ARF6 ARHGAP19 ASXL1 ATG101 AURKB BMP2K BUB1B C17orf75 C1GALT1 C1orf52 C9orf40 CARM1 CAT CCNF CDC14A CDC16 CDC25C CDC45 CDC7 CDCA2 CDK1 CDK2 CENPA CENPF CENPH CENPS CEP85 CHEK2 CHMP4B CHMP5 CLDND1 CNIH4 CNOT7 CPNE1 CRYZ CSTF2 CTSC CYP20A1 DAXX DBF4 DCUN1D5 DEPDC1B DGCR8 DHPS DNMT3B DOC2A DUSP22 EAF1 EIF1AD ELP6 EMC2 EMC6 ESPL1 EXOC3L1 FAM221B FANCM FBXO11 FBXO8 FBXO9 FIRRE GABPA GAPVD1 GCAT GET4 GINS3 GMNN GOLPH3 GPSM2 GRM4 GSR GSTO1 GTF2B GZMA HMGB2 HMGB3 HS2ST1 IDH3A KCMF1 KDM1B KIAA1191 KIF20A KIF22 KIF2C KLHDC1 KLHDC10 LAMTOR3 LIN9 LPIN2 LYRM4 MAP3K7 MARCHF5 MBTPS2 MED7 MIPEP MIS18A MSL1 MTHFD1L MTMR6 MYCBP NCF1 NDFIP2 NDRG1 NGLY1 NIPA2 NMNAT1 NR2C2 NUDT4 NUDT5 OSBPL9 PABIR2 PDPR PEX13 PIGL PLEKHH1 PLK4 PLSCR1 PON2 POP1 PPIC PPP1CC PPP2R5E PRDX2 PRMT6 PROX1 PTCH1 PTGER4 PTGR2 RAD51C RCC1 RFC5 RFWD3 RHEBL1 RNF168 RPP30 RTN3 SEC23IP SELENOH SERP1 SH3KBP1 SKA3 SKAP2 SLBP SLC35D1 SLC43A3 SNIP1 SNRPB SRRM1 STAM2 SYCE2 TACC2 TADA1 TEDC1 TEX10 TEX30 THOC7 TIAM1 TIGAR TM7SF2 TM7SF3 TMEM107 TMEM163 TMEM183A TMEM41B TMEM59 TMEM65 TNFRSF13B TNFSF9 TOPBP1 TRA2B TRAK2 TRIM27 TRIM35 TRIM37 TRMT6 TTPAL UBE2E3 UGDH VAMP3 VASH1 VIPAS39 VMA21 WDR36 WEE1 YTHDF2 ZBTB2 ZC4H2 ZDHHC21 ZFAND6 ZNF507 GSE10239_MEMORY_VS_KLRG1INT_EFF_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10239_MEMORY_VS_KLRG1INT_EFF_CD8_TCELL_UP A1CF ABI1 ADAM33 AIPL1 AJAP1 AKT1S1 ALB AP2A1 AP5S1 AQP12A ATP5MC2 ATP6V1C2 ATXN7L2 BIVM C16orf78 C1QTNF12 C20orf85 C2orf50 C9orf50 CAMK1G CARMIL2 CBL CCDC71 CCND2 CCNL1 CDC26 CENATAC CHIA CLCF1 CLEC16A CLEC4F CLIP4 CMC1 CNOT6L CNR2 CNRIP1 COTL1 CSF2RA CXorf38 DACT2 DDR1 DDX5 DENND1A DIS3L2 DLGAP4 DTD2 DUSP8 DYNLRB1 EGR3 ELANE EPS8L3 ESYT2 EXOC4 FBXO32 FCGR1A FGFRL1 FHIT FHOD1 FLOT1 FSCN1 GP1BB GPBP1L1 GPIHBP1 GPX3 GREB1 GSE1 HCAR1 HIPK2 HOXA9 HS1BP3 IGLL1 IGSF9B IL10RB IQCA1 IQCC IRF2BP2 KCNJ11 KDM2A KIF9 KLF1 LRRC56 LRRC61 LRRC75B LRTM1 LTB LURAP1 LYPLA2 MAP2K2 MBD2 MCTS1 MED13L METAP1D MPPED1 MROH2A MRPS34 MYCBPAP MYLIP NACC1 NDOR1 NFE2L3 NMI NPC1L1 NPFF NPPA NPR1 NPRL3 NTN5 NTRK2 PAXX PCID2 PDGFRB PDLIM1 PLCD1 PLEKHM3 POTEH PRDM14 PRRC2C PTBP1 PTPN1 PTPN22 PTX4 R3HCC1L RAMAC RGS9 RHCG RHD RNF167 RPL18A RPL27 RPL27A RPL36A RPL7 RPL9 RPS14 RPS6KA1 RPS7 RREB1 RSRP1 RUNDC1 SATL1 SCLY SCML4 SCT SDHC SEMA3A SFRP1 SFTPB SH3RF3 SHISA3 SIGLEC1 SLC22A18 SLC25A47 SLC6A3 SLC9A5 SNAP23 SNHG12 SNORC SNORD123 SNX2 SOBP SON SOX14 SPAG7 SYNDIG1 TAF12 TAF1B TAFA3 TBC1D12 TCF7L1 TCP11L2 TGFB1I1 TGM3 TIGD5 TLE6 TM2D1 TMEM213 TMEM25 TMEM42 TNFRSF10A TRAF1 TREML2 TRIM39 TRPM6 TTC26 TXNIP UBOX5 UBTD1 UQCR10 URM1 WNT7B ZBTB39 ZBTB8OS ZC3H13 ZNF260 ZNF276 ZNF318 ZNF335 ZNF385C ZNF444 ZSWIM5 GSE10239_NAIVE_VS_DAY4.5_EFF_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10239_NAIVE_VS_DAY4.5_EFF_CD8_TCELL_DN ABCB10 ACOT7 ACSM1 ALDH7A1 ALG10 ALG6 ANXA2 AP3S1 APOO ARHGAP11A ARL6 ASRGL1 ATP2A2 ATP5IF1 AURKB BARD1 BUB1B CASP1 CASP3 CASP7 CCDC34 CCNA2 CCNB2 CCNE1 CDC20 CDC7 CDCA5 CDCA8 CDKN1A CHEK1 CKAP2 CKS1B CLDN12 COL5A2 COPS5 COQ7 CRELD2 CXCL14 CYFIP1 DDX39A DECR1 DESI2 DHFR DIP2A DNASE1L3 DOC2A DSTN DTL DUSP4 DUT DYNC1LI2 DYNLL2 E2F3 E2F8 EHD4 ERH EXO1 FABP5 FAF1 FAM185A FARP1 FEN1 FIGNL1 FRMD4B GABPB1 GEM GEMIN2 GFOD1 GIMAP7 GINS1 GINS2 GMDS GNPDA1 HK2 HLA-A HMGB2 HNRNPLL IFNG IL1R2 INCENP IRF4 IRF8 KIF22 KLRC1 KNTC1 KPNA2 LACTB2 LGALS1 LITAF LMNB1 LRP8 LRR1 MAD2L1 MAGOHB MANF MAPK6 MARCHF10 MBNL3 MCM4 MCM5 MDFIC MELK MEMO1 MINDY3 MLEC MRPL18 MRPS18C MT1E MTFR2 NAA20 NDC1 NEDD1 NEIL3 NPM3 NRAS NUDT1 NUDT5 NUP37 OPA3 ORC1 ORC6 OXSR1 PARPBP PBK PCLAF PDSS1 PGK1 PGRMC1 PHLDA1 PLIN2 PLK1 PLSCR1 PMVK PPIL1 PRC1 PRDM1 PRELID3B PRIM1 PRMT1 PSAT1 PSMA5 PTGER2 PTMS RAB34 RAD23B RAD51 RAD54L RAN RANBP1 RCC1 RFC3 RFC4 RFC5 RFWD3 RILPL2 RRBP1 RRM1 SAP30 SAV1 SDCBP2 SEC13 SELENOI SEPHS1 SERPINB9 SIAH2 SKIC8 SLC15A3 SLC25A13 SMC2 SNRPA1 SQLE SRSF2 SSR1 STMN1 STT3A STX11 SYCE2 TEX30 TIAM1 TIPIN TK1 TMCO1 TMEM163 TNFRSF1B TRIM37 TRIP13 TSPAN33 TSPOAP1 TUBB4B TYMS UBA2 UCHL3 UHRF1 USP14 WDHD1 YBX3 ZFAND4 ZNF367 ZNF503 ZWILCH GSE10239_NAIVE_VS_DAY4.5_EFF_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10239_NAIVE_VS_DAY4.5_EFF_CD8_TCELL_UP ABHD15 ABTB3 ACP6 ACSS1 ACVR1B ADGRG5 AGO2 AKAP8L AMPD1 APPL2 ARIH2 ARRB1 B3GALNT2 BACE1 BACH2 BAZ2B BMF BTG1 C16orf54 CARD6 CCDC102A CCDC88B CCM2 CCR9 CD247 CD53 CD6 CDIP1 CERK CETN2 CHST15 CNGA1 CNR2 CRTC3 CTDNEP1 CTR9 CXXC5 DAPL1 DCAF11 DCAF8 DCDC2B DSTYK DTX1 DUSP2 DZIP1 EEF1B2 ENC1 EVL FAM120B FAM174B FAU FRMD4A GALNT6 GPHN HAGH HSD17B11 HSD17B8 ID3 IDH2 IER5 IGFBP4 IL16 IL17RA IL27RA IRF2BP2 IRF7 ITGAE JADE2 KCNMA1 KDM5B KLK8 LAPTM4B LPAR6 LYPD6B MED13L MLXIP MLYCD MPPE1 MTDH MTERF4 MTURN NCOA4 NFKBIE NINJ1 NOCT NPFF NR2C1 NRF1 NXF1 OAZ2 PACSIN1 PAQR7 PCYT2 PDE2A PDRG1 PIGV PIM2 PKNOX1 PLEKHG2 PNPLA7 PPIE PRKD2 RAB12 RAMP1 RASAL3 RBM6 RFLNB RGCC RGS14 RHOBTB2 RHOF RNF11 RNF123 RNF167 RNF213 RPL11 RPL13 RPL17 RPL19 RPL22 RPL26 RPL27A RPL32 RPL35 RPL36 RPL37A RPL38 RPLP0 RPLP1 RPLP2 RPS11 RPS14 RPS15A RPS18 RPS21 RPS3 RPS7 RPS9 RRAD RTP4 SATB1 SCML4 SH3GL1 SH3GLB2 SH3PXD2A SLC12A7 SLC14A1 SLC16A5 SLC17A9 SLC49A4 SLC6A19 SLC9A9 SMAD4 SMYD3 SOCS3 SPOUT1 SQOR SRRM2 SSH2 ST8SIA1 STAT6 STK4 STX1A TCP11L2 TEC TECPR1 TENT5A TEX264 TIMP2 TMEM108 TMEM185A TMEM230 TMEM258 TMEM259 TMEM80 TNFAIP8L2 TNFRSF1A TNIP1 TRMU TRPC4AP TXNDC15 UBAC2 UBE2H UBN1 UBN2 UBR2 UBXN11 USE1 UVRAG VSIR WLS XPC YPEL3 ZBTB4 ZFP36 ZNF12 ZNF622 ZNRF1 ZZEF1 GSE10239_NAIVE_VS_KLRG1HIGH_EFF_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10239_NAIVE_VS_KLRG1HIGH_EFF_CD8_TCELL_DN ACTL6A AKIP1 ALAD ALG8 ANLN ANXA2 AP3S1 ARHGAP19 ARL6 ASRGL1 ASS1 ATP5IF1 AURKB BARD1 BRCA2 C1orf112 C7orf50 CA12 CAPN2 CASP7 CCDC34 CCNE1 CCR5 CDC20 CDCA5 CDCA8 CDKN1A CENPH CFAP95 CHEK1 CIP2A CKAP2 CKS1B CMC2 CMSS1 COQ7 CXCL14 CYFIP1 CYP51A1 DCTPP1 DERA DIO2 DIP2A DTYMK DUSP14 DUSP19 DUSP4 E2F7 E2F8 ELL2 EME1 ENDOD1 EPAS1 ERCC6L ETFB FARP1 FHL1 FKBP1A FLNB FRMD4B GAS2L3 GEM GINS2 GLDC GLRX2 GMDS GNPDA1 GRIA2 GSTT1 HASPIN HIRIP3 HK2 HLA-A HMBS HMMR IKZF3 INCENP IRF8 ITGA4 KIF22 KIF4A KNTC1 KPNA2 LGALS3 LRP8 LRR1 LSS MAD2L1 MAGOHB MANF MAPRE2 MARCHF10 MBNL3 MCM4 MCM5 MED18 MELK MICAL2 MINDY3 MRPL15 MRPL35 MRPS10 MT2A MTFR2 MTUS1 MYO5A NAA20 NCAPD2 NDE1 NDUFAF5 NDUFAF6 NDUFS3 NEIL3 NEK2 NME1 NR1H4 NRP2 NSMCE2 NUP37 OSBPL3 PALS2 PBK PDGFA PDK3 PDSS1 PGRMC1 PI4K2B PIF1 PIGF PIK3AP1 PKD2 PLIN2 PLSCR1 PMVK POU4F1 PRC1 PRDM1 PRDX4 PSMD13 PTCHD1 PTPN3 RAB34 RAD51AP1 RAD51C RAD54L RANBP1 RFC5 RFWD3 RILPL2 RNF216 RPH3AL RPS19BP1 S100A4 SAP30 SAR1B SCUBE3 SDCBP2 SDF2L1 SELENOI SGCB SKIC8 SLAMF7 SLC1A4 SLC22A15 SLC25A33 SLC43A3 SLC7A10 SNRNP40 SNRPD3 SNX10 SPAG5 SPATS2L SPDL1 STMN1 STX11 SYCE2 TACC3 TEX30 TIAM1 TIPIN TK1 TMCO1 TMEM163 TMEM165 TNFRSF1B TOX2 TRIM37 TSPAN33 TTK TYMS UBASH3B UCHL3 USP14 XBP1 ZCCHC4 ZFAND4 ZGRF1 ZNF503 ZNHIT3 ZWILCH GSE10239_NAIVE_VS_KLRG1HIGH_EFF_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10239_NAIVE_VS_KLRG1HIGH_EFF_CD8_TCELL_UP ABTB1 ABTB3 ACP6 ACVR1B ADAL ADGRG5 AFG1L AGRN AKAP8L ALDH1B1 ALS2CL AMPD1 ANKRD10 APPL2 ARHGAP39 ARID5A ARL4C B3GALNT2 BACE1 BACH2 BCKDHA BCL11B BMF BTG1 C20orf85 C21orf91 CARD6 CCDC102A CCM2 CCND2 CD247 CD53 CDIP1 CHST15 CNP CORO1A COX7A2L CRTC1 CTU2 DCAF11 DCDC2B DEDD2 DNAJC17 DNMBP DUSP11 DZIP1 ECE2 EEF1B2 ELANE ENG EPS8L1 EVL FAS FITM2 FOXO1 GALNT6 GIMAP6 GLG1 GON4L H2BC13 HAGH HLA-E HMGXB3 ID3 IDS IER5 IFT88 IGFBP4 IL27RA IL6R IL6ST INHBB IRF2BP2 KLF13 KLK8 LAPTM4B LAT LIMD1 LPAR6 MATK MEA1 MLYCD MTERF4 NAP1L2 NCOA2 NEURL2 NINJ1 NPHS2 NRN1L NTPCR NXF1 OAZ2 OCEL1 ORMDL3 PCYT2 PDE7A PIGV PIK3IP1 PIK3R4 PITX3 PNRC1 PPIC PPP1R13B PRR27 PSME1 QPRT RAB12 RASAL3 RASGRP1 RBM6 RCN3 RFLNB RHOA RING1 RIOK2 RNF11 RNF130 RNF213 RPL11 RPL13 RPL19 RPL22 RPL24 RPL26 RPL27A RPL31 RPL35 RPL36 RPL38 RPL7 RPLP2 RPS11 RPS14 RPS21 RPS27 RPS7 RSRP1 SARAF SATB1 SCP2 SDF4 SELPLG SEPTIN6 SH3BP5 SH3GL1 SIPA1L2 SLC14A1 SLC37A1 SLC49A4 SLFN12L SMAD4 SMYD3 SNHG12 SNORD104 SOCS3 SRRM2 SSH2 ST8SIA1 STAT6 STIM1 STK4 STX1A SUPT3H TCF7 TCN2 TCP11L2 TEX264 TGIF2 THYN1 TMEM108 TMEM258 TMEM259 TMEM71 TNFAIP8L2 TNFRSF1A TOM1L2 TPT1 TREML2 TSACC TXNIP UBAC2 UBLCP1 UBN1 UBN2 UBR2 USE1 USPL1 UST VEGFB VPS37B VPS8 WDR59 WLS YEATS4 ZBTB26 ZNF566 ZNF622 ZNF710 ZNRF1 GSE10239_NAIVE_VS_KLRG1INT_EFF_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10239_NAIVE_VS_KLRG1INT_EFF_CD8_TCELL_DN AIMP2 AKAP1 ALAD ALDH7A1 ALG6 ALYREF ANLN ANXA2 AP3S1 ARHGAP19 ARHGEF28 ARL6 ASRGL1 ATP12A ATP5IF1 ATP5MC1 AURKB B4GALT5 BANF1 BARD1 C17orf75 CASP7 CCNA2 CCNE1 CCR5 CDKN1A CENPH CENPP CENPS CHCHD10 CHEK1 CIP2A CISD3 CKS1B CLHC1 CMC2 CMSS1 COPS4 CSRP2 CYFIP1 CYP51A1 DBF4 DECR1 DHFR DIP2A DPY30 E2F8 EHD4 EME1 ENDOD1 ETFB FAAP24 FAM110A FAM185A FKBP1A FLT4 FOXK2 GABPB1 GEM GEMIN6 GLDC GNPDA1 GRB7 GSTO1 GTF3A GZMA GZMK HASPIN HAUS1 HLA-A HMBS HNF1B HOXC4 INCENP IRF8 KIF11 KIF18B KIF22 LAMA5 LENEP LGALS1 LGALS2 LGALS3 LHPP LIG1 LRP8 LRRC3B LSS LZIC MAD2L1 MALSU1 MAPRE2 MARVELD2 MBNL3 MICAL2 MLEC MPV17L MPZL3 MRPL15 MRPL35 MRPS10 MRPS18C MRPS22 MRPS28 MTFR2 NAA20 NDE1 NDUFAF5 NDUFS3 NECAB3 NEK2 NEO1 NME1 NMNAT1 NUDT5 NUPR1 NXT1 PALS2 PBK PDCD5 PDILT PDSS2 PIF1 PIK3AP1 PLIN2 PLK4 PLP2 PLSCR1 POLA2 POLE PPIL1 PRC1 PRDM1 PRKRIP1 PROX1 PSMB2 PSMD13 PSMD9 RAB34 RAD51 RAD51C RAD54L RANBP1 RAPH1 RFC2 RFC5 RFWD3 RHBDF2 RHOQ RPS19BP1 RPS27L SCCPDH SCN8A SDCBP2 SERPINB6 SERPINB9 SGCB SKA3 SKIC8 SLAMF7 SLC15A3 SLC1A4 SLC25A24 SLC35D1 SLC43A3 SMIM3 SNRNP40 SNX10 SOAT2 SRCIN1 STARD8 STMN1 STXBP6 SYCE2 TACC3 TATDN2 TBRG4 TEX30 TIAM1 TIGAR TMCO1 TMEM163 TNFRSF1B TOX2 TRIM37 TSPAN33 TUBB4B TYMS UCHL3 UMPS UNC119 USP46 WEE1 YIF1B ZCCHC4 ZFAND4 ZFPM1 ZMYM3 ZNF503 ZNHIT3 GSE10239_NAIVE_VS_KLRG1INT_EFF_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10239_NAIVE_VS_KLRG1INT_EFF_CD8_TCELL_UP ABTB1 ABTB3 ACP6 ADAL ADGRL1 AGRN AKAP8L ALS2CL AMPD1 AMPD3 ANKRD13D ARID5A ARSK B3GALNT2 BACE1 BCL11B BMF BMT2 C11orf68 C21orf91 CARD6 CBR1 CCDC102A CCDC88C CCM2 CCND2 CCNY CCR9 CD84 CELF1 CHST15 CNGA1 CTSS CTU2 CXXC5 DCDC2B DEDD2 DNAJC17 DNAJC28 DOCK10 DPH7 DRC1 DTX1 DUSP11 DVL1 EPS8L1 ERCC5 FAM50A FAS GALNT6 GAS6 GIMAP6 GLG1 GPANK1 HAO2 HDAC5 HMGXB3 IDS IER5 IFIT3 IL6R IL6ST INHBB INTS13 IRF2BP2 IRF9 KDM5B KDM6A KLB KLF13 KLHL24 KLHL28 KMT5B KRIT1 LIMD1 LPAR6 MED13L MEF2D METTL25B MFNG MINDY2 MLYCD MTERF4 MYCBP2 MYO5B NCOA2 NCOA4 NFKBID NINJ1 NPC2 NPRL3 NR1D2 NR3C1 NSD3 NTPCR OMP ORMDL3 PAIP2 PAXX PDE7A PDK1 PI4K2A PIGV PIK3IP1 PKNOX1 PLEKHG2 POLR3F PPIC PPP1R13B PPP1R3F PRKCB PRKD3 PRRC2C RAB12 RAB2B RAMP1 RASGEF1A RASGRF2 RBCK1 RBM39 RBM6 RFLNB RFXANK RGCC RGP1 RHOA RIOK2 RLF RNF130 RNF167 RPL11 RPL13 RPL19 RPL22 RPL27A RPL32 RPL35 RPL37 RPL38 RPL4 RPL7 RPLP1 RPS11 RPS14 RPS27 RPS7 RSRP1 SCYL3 SELPLG SH3GL1 SIPA1L2 SKI SLC25A22 SLC37A1 SLFN12L SOCS3 SPATA6 SSH2 ST8SIA1 STAT6 STK4 STX2 TAMALIN TANC1 TASOR2 TCN2 TCP11L2 TEC TEX264 THYN1 TLR1 TMA7 TMEM108 TMEM259 TMEM31 TMEM71 TNFAIP8L2 TNFRSF1A TNIP1 TREML2 TRIM56 TRMO TRMU TSACC UBLCP1 UBN2 UBR2 USP53 USPL1 WDR59 WLS YEATS2 ZBTB26 ZBTB4 ZDHHC13 ZFP82 ZNF777 ZXDB ZZEF1 GSE10239_NAIVE_VS_MEMORY_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10239_NAIVE_VS_MEMORY_CD8_TCELL_DN ABCB10 ACOT7 ACSBG1 ADAM33 AHDC1 AKT1S1 ANKRD49 ANXA9 AP2A1 APIP ARL4D ARPP19 ATP5MC2 ATP5MG ATXN1 BBOF1 BEST1 BTF3 C20orf85 C4orf36 CASP1 CCDC106 CCR3 CCR5 CD244 CD248 CD3G CD68 CD84 CENPN CHRM4 CLEC16A CMC1 CNTFR COL27A1 COL5A1 COMMD6 COX20 COX6C CRB1 CRIP1 CRTAM CYTH4 DACH1 DBNDD2 DNAJC15 DOK4 DSC3 DTD2 DYNLRB1 EHBP1L1 EIF2AK2 ENTPD1 EPS8L3 FAH FAM170A FCGR2B FKBP2 FOXO4 FREY1 FRYL GFOD1 GIP GJD2 GMFG GORASP1 GOT1L1 GRAP GRID2 GSTT1 GTSE1 HACD4 HCG4 HLA-A HNRNPAB ICOSLG ID2 IFNG IKZF3 IL18R1 IL1RAPL2 INHBB JAM2 KIFC3 KLF1 KLHL11 KLRK1 LAMTOR2 LPP-AS2 LYPD5 MAPRE2 MAX MB21D2 MDFIC MLPH MPST MROH2A MRPL20 MRPS36 MYCBPAP NCALD NDUFA7 NDUFS5 NEDD8 NFKB2 NPPA NPR1 NRP1 NRXN2 NTRK2 OLR1 OMP OPN4 OXT P2RY12 PER3 PFDN5 PHACTR3 PLA2G12A PLAAT3 PLCB2 PLCD1 POGK POMP PPFIA4 PPP4R3A PRDM14 PTBP1 PTPN13 R3HDM2 RAMAC RAP1GAP RGS1 RGS3 RHBDF2 RHOC RIBC2 RPL11 RPL17 RPL32 RPL37 RPL38 RPS10 RPTN S100A10 S100A11 S100A13 S100A5 SCHIP1 SCLY SDCBP2 SEC61G SELP SEPTIN2 SERPINA12 SHISA3 SLAMF7 SLC18A3 SLC34A1 SLC35G6 SMPDL3B SNORD123 SNRPD1 SNX10 SOX15 SP110 SPAG7 SPI1 SUB1 SUSD5 TAF12 TAFA3 TCF7L1 TEX35 TFR2 THY1 TIPIN TMEM239 TMEM89 TPRN TRPM6 TSPAN12 TTLL7 UBE2N UBL7 UQCR10 URM1 UST VAX2 WNT16 YES1 ZBTB39 ZBTB8OS ZDHHC22 ZFPM1 ZNF444 ZNF646 ZNF865 GSE10239_NAIVE_VS_MEMORY_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10239_NAIVE_VS_MEMORY_CD8_TCELL_UP ABCB7 ABCD3 ABTB1 ACAP2 ACO1 ACSL3 ACTL6A ACTR6 ACVR1B ADNP AMPD1 AMPD3 API5 APPL1 APPL2 ASF1A BACH2 BCL2L11 BCL2L13 C1orf52 C21orf91 CAMKK2 CASD1 CBX3 CCDC171 CCR9 CD164 CD2AP CDCA4 CEPT1 CFL1 CHM CLCN3 CLNS1A COX11 CXXC5 CYTIP DBR1 DGKD DHX15 DNAJC5 EGR2 EID1 EMC6 EPS15 EZH2 FAM91A1 FBXO9 FILIP1L FLVCR1 FRMD4A G2E3 GABPA GCSH GET4 GGA2 GLRX2 GPBP1 GPHN GPRASP3 GTPBP2 HAPSTR1 HIPK3 HNRNPK HOOK1 IBTK ICE2 IDI1 IFT25 IFT80 JARID2 JTB KBTBD7 KDM1B KLHDC2 KLHL24 LACTB LAMTOR3 LIMD2 LIN9 LUC7L3 MATR3 METTL9 MFF MINDY2 MPHOSPH8 MTAP MTF2 MTURN NAB2 NAE1 NCOA2 NDRG1 NEMP1 NGLY1 NPAT NT5C3A NUBPL NUP62 OGT OPA1 PABPN1 PALS2 PARD6G PARP14 PARP9 PDE7A PEX11A PIK3IP1 POGZ POLG2 PPIC PPM1K PPP1CC PRKD3 PRMT6 PTCH1 QRSL1 RAB14 RAB2B RAD21 RASGRF2 RASGRP1 RBM12 RBM7 RC3H1 RELCH RESF1 REV3L RFX7 RNF19A RPL23 RRM2B RSAD2 RTP4 SATB1 SBK1 SET SETD6 SF3B2 SLC25A36 SLC35B3 SLC35E2B SLC49A4 SMAD4 SMARCC1 SMARCD2 SMC4 SMC5 SMIM14 SMIM15 SNRPA1 SOD2 SPAST SPCS3 SPRED2 SQLE SRRM1 ST6GAL1 ST8SIA1 STEEP1 TAF2 TDP2 TENT4B TMEM131 TMEM161B TMEM165 TMEM33 TMEM50B TMEM71 TNIK TOMM20 TPRG1L TRAF3 TRAT1 TRIM27 TRIM41 TRIM56 TRIM59 TRMT6 TTC13 TUBB2A TULP3 TXNDC15 UBR2 UNC50 USP1 VPS4B WASL WDR26 XPO7 XPOT ZFP82 ZFYVE16 ZMYND11 ZNF131 ZNF157 ZNF329 ZNF384 ZRANB2 GSE10240_CTRL_VS_IL17_AND_IL22_STIM_PRIMARY_BRONCHIAL_EPITHELIAL_CELLS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10240_CTRL_VS_IL17_AND_IL22_STIM_PRIMARY_BRONCHIAL_EPITHELIAL_CELLS_DN ABCB10 ABL2 ADGRB1 ADGRL4 ADM2 AMPD2 AMTN ANKS1A ARHGAP21 ARHGEF10 ARID1B ATP13A2 ATP2A2 BAHCC1 BAIAP2L1 BASP1 BCAT1 BCL11A BRD3 BTNL9 C1orf112 C1orf116 CACNB1 CAMKV CBFA2T3 CBX2 CBX5 CCDC138 CCDC14 CCND1 CD47 CDCA2 CDCA3 CDCA5 CDCA8 CDK19 CDKN1A CDS1 CENPM CENPN CHCHD10 CHEK1 CHST11 CHST15 CIPC CIRBP CKAP2L CKAP4 CLCN3 CLCN5 CNTROB COBLL1 COL16A1 COLGALT1 CSAD CSF2RB CTNND2 CTSE CUL7 CUX1 CX3CR1 CYB561A3 DDX39B DENND5A DHFR DHX33 DNAJC6 DNASE2 DOCK7 EEF2K EHMT1 ELK3 ELP2 EPB41L3 ESPL1 EXO1 EXOC4 FCHO1 FHIT FOXRED2 G6PC3 GAB1 GPR137 GPSM1 GREB1L GTF3C4 H2AZ1 HADH HBEGF HCN1 HDAC9 HK2 HNRNPU HOXA9 HOXB13 IFITM3 IGLL1 IVNS1ABP JDP2 KCTD12 KHDRBS3 KIF17 KIF22 KIF23 KRT16 KRT18 LMNB1 LPAR2 LPIN2 LRRK1 LUC7L LZTS2 MACROH2A1 MAOA MAP3K20 MARCKSL1 MBL2 MBTD1 MCM10 MEF2C MEX3A MFAP3 MXRA7 MYB MYH1 NAT8L NCAPH NOTCH1 PALM PARP1 PCP4 PDPN PKIG PLEKHA7 PLSCR3 POLD1 PPARD PPFIBP2 PPM1F PRKCE PSD3 PTGDR2 RAD51B RBP2 RBP7 RFC1 RHOB RHOBTB3 RNF157 RRM2 RUNX2 RXRB S100A1 SASH1 SCAP SCIN SCN8A SEPHS1 SKA2 SLC22A3 SLC23A1 SLC38A2 SLIT3 SMARCC1 SPAG5 SRL ST6GALNAC6 STK35 SYK TBC1D24 TET1 TFDP2 TGM5 TIA1 TIMELESS TLNRD1 TMEM176A TMEM176B TMEM8B TP53BP1 TRIM28 TRIP13 TSC22D1 TTBK2 TTC13 TUBB6 UHRF1 UPF2 URI1 WDFY4 WDR31 WDR64 ZC3H12C ZMYM3 ZNF296 ZNF397 ZNF428 ZNF518B ZNF629 ZNF679 GSE10240_CTRL_VS_IL17_AND_IL22_STIM_PRIMARY_BRONCHIAL_EPITHELIAL_CELLS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10240_CTRL_VS_IL17_AND_IL22_STIM_PRIMARY_BRONCHIAL_EPITHELIAL_CELLS_UP AAR2 AARSD1 ABCF2 ACP5 ALDH1B1 ANAPC10 ANAPC15 APBA3 APOO ARF5 ARHGAP19 ARL2 ARMC6 ASCC1 BACH2 BAX BCAT1 BMAL1 BRF1 BST1 BUB1B C19orf38 C19orf53 C1orf116 C1orf50 C1orf53 CAPSL CARHSP1 CARS1 CBY1 CCKAR CCND3 CCSAP CD38 CD79A CDADC1 CDC20 CDC45 CDCA8 CENPB CENPM CENPW CKAP2L CKAP5 CKS2 CLYBL CNNM4 COX16 COX19 CPLX2 CPM DARS2 DDC DEPDC1 DFFA DLGAP5 DNAJC21 DPP8 DUSP12 DUSP19 E2F8 EFCAB2 EME1 ENOX1 ENPP6 ESCO2 ESPL1 F13A1 FAAP24 FAM221A FARS2 FASTKD2 FCRLA FXN GADD45A GEN1 GLE1 GPR155 GPSM2 H1-4 HDAC8 HTATIP2 IER3IP1 IGLC7 IGLL1 IL33 INTS10 IRS1 ITGA6 JUN KCTD9 KIAA0040 KIF18A KIF2C KLHL25 KLHL32 KNSTRN LACTB2 LEF1 LGR5 LHFPL6 LRR1 MAOA MASTL MATCAP2 MAX MED8 MEGF9 MELK MIS18BP1 MRPL47 MRPL58 MSRB1 MTHFD1L MTHFD2 MTMR14 MUTYH NAT9 NCAPH NCLN NDC1 NEIL3 NRARP NUDT15 NUDT5 OAF OTUB2 PDCD1 PDSS2 PIDD1 PLSCR1 PNKP POLH PPME1 PPP1R35 PPP2R2D PREP PRG2 PTCD2 PTRHD1 RBKS RBM19 RNF214 RPIA RRAGD RRAS2 SAPCD1 SCD SDR39U1 SEH1L SGK1 SH3YL1 SKA1 SKA2 SLC11A2 SLC15A3 SLC7A5 SMARCA4 SMC1A SNRNP27 SPAG5 SPATA24 SPC24 SPIB SRPK3 STK11 SUSD1 TACC3 TASP1 TBL2 TDP1 TENT5C TIMM10B TMEM255A TMEM26 TNFRSF19 TRIB2 TRIM2 TSFM TSSC4 TTC4 TTK TUBB2B TUFM TWSG1 TXNRD2 UBE2C UBE2L3 VIRMA WDR4 WDR55 WLS WSB2 XIST ZCCHC17 ZFPM1 ZMAT5 ZNF428 ZNHIT1 ZW10 GSE10240_CTRL_VS_IL17_STIM_PRIMARY_BRONCHIAL_EPITHELIAL_CELLS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10240_CTRL_VS_IL17_STIM_PRIMARY_BRONCHIAL_EPITHELIAL_CELLS_DN AAAS AAGAB ABCA1 ACIN1 ADAMTS10 ADCY6 ADGRG3 ADI1 ADORA3 ADRM1 AGPAT2 AKAP8L AKT1 ALCAM ALDH1L1 AMIGO1 ANKLE1 ANKS1A ANO10 ARHGAP30 ARPC4 ARX ASPSCR1 ATP11B ATP5F1E ATP9A BAIAP2 BCKDK C11orf68 C12orf71 CALHM6 CAMK1D CASP2 CCL4 CCNDBP1 CD72 CNPY3 CORO7 CPVL CTCF DEXI DHRS4 DNAJB5 DOCK8 DTNA DUSP28 EIF4A3 EPS8 ERCC2 EZR F2R FADS2 FAM184B FAM83D FBXL6 FBXW4 FRG1 GABARAPL1 GABBR1 GALT GDI1 GGN GNG2 GPAA1 GRAMD1A H1-0 HCLS1 HMGA2 HSD3B1 HSPA12B ICAM2 ICOS IFNAR2 IKZF1 IL4R INTS1 IRF2 ITGA4 JAG2 JAK1 KLHL36 KLK8 LAMB3 LAX1 LDLRAD4 LGALS9B LIME1 LPAR2 LPCAT2 LPIN1 LTC4S MACROD1 MAD1L1 MAFK MAP2K2 MICALL2 MIIP MOB2 MRGBP MRNIP MVK NCAPD2 NEFH NEK8 NFATC2 NFIC NLGN2 NR1H2 NUDT6 NUP210 OTOA OTUD5 P2RY10 PAQR5 PBX4 PDXP PGGHG PHC1 PHLDA1 PIGS PIM1 PLD2 PLEKHG5 PLEKHO2 POLE3 POLI POLR2A PPIA PPP1R18 PPP4R3A PRDM14 PRKACB PRRC2C PSMB7 RAB11FIP1 RAB4B RABAC1 RBM5 REC8 REX1BD RGP1 RGS12 RGS2 RING1 RNF123 RNF167 RNF180 RPH3AL RPL38 RRP9 SELENOW SERPINB9 SERPINF1 SHANK3 SKIC2 SLC12A7 SLC25A23 SLC35D2 SLC35D3 SLC7A4 SNHG12 SP2 SPATA33 SPRY1 SSBP4 SSTR3 SSU72 STXBP4 SV2A SYMPK TBC1D17 TBC1D4 TBC1D9 TBXAS1 TGM2 TIMM44 TMBIM6 TMUB1 TNFAIP3 TOMM40 TRAPPC9 TRIOBP TTC19 TWSG1 TXN2 TYRP1 UBXN6 USP5 VIPR2 WBP2 WIPI1 WRAP53 XRCC6 XYLT2 ZCCHC24 ZDHHC19 ZNF280B ZNF688 GSE10240_CTRL_VS_IL17_STIM_PRIMARY_BRONCHIAL_EPITHELIAL_CELLS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10240_CTRL_VS_IL17_STIM_PRIMARY_BRONCHIAL_EPITHELIAL_CELLS_UP AAGAB ADCY5 ADCY6 ALG8 ANKRD28 ANXA9 APLN APOBEC4 APPBP2 ARHGEF10 ARSK AUNIP BBOF1 BBS10 BCR BMP1 BRCA2 C11orf52 C1QBP C8A CAV2 CCN1 CD44 CDK2 CDV3 CELF2 CEND1 CENPM CFAP68 CHAC1 CHEK2 CLDN3 CLSTN2 CPA4 CSDE1 CTNNBL1 CTSF CYP26A1 DKKL1 DLX1 DPP4 DTNBP1 ECI1 EHMT2 EIF5A ELL EXO1 FADS6 FAH FAM111A FAM170A FAM53A FANCD2OS FBXW4 FIRRE FNBP4 FOXRED2 FRRS1 GABRR1 GADD45A GALK1 GALR1 GAPVD1 GAREM1 GGT7 GNL3 GNPNAT1 GOLPH3L GRN HACD1 HCN3 HEXIM2 HMGN5 HPRT1 HSPA12B HSPD1 IDUA IL11RA ISCA2 JPT2 KDM8 KPNA7 LCMT2 LGR6 LITAF LMNB2 LRRC26 LRRC8D LRRK2 MAPK8 MARCHF5 MCCC2 MCTP1 MFAP2 MIIP MMP11 MNAT1 MORN4 MRE11 MRM1 MRPL47 MSRA MTSS1 MZT2B NAIF1 NCOR1 NDRG2 NFE2L2 NME7 NPR2 NRIP1 NRM NUDT6 ODF3B OR51E1 P2RX5 PA2G4 PALLD PCARE PCLO PCSK4 PDXK PEBP4 PECR PGK2 PHPT1 PI4K2B PIK3CD PIK3IP1 PINK1 PKMYT1 PKN3 PLA2G5 PM20D1 PPAT PPP5C PRAMEF2 PRPF40B PRSS22 PSMD1 PTPN20 PUS1 QRICH1 RAI1 RALBP1 RPL23A RPL28 RPLP0 RTL8B RWDD1 SEC24B SELENOP SEMA3C SETDB1 SF3A3 SGCE SGK3 SIX5 SLC18A1 SLC29A3 SLC6A6 SMAD6 SMARCC2 SMG1 SNHG8 SPAG4 SPATA3 SPATA5L1 SQLE STARD10 STAT5A TAF4B TARS2 TBC1D9 TBCEL TCEAL1 TCEAL8 TFDP1 TGM2 THOC3 TM4SF5 TMA16 TMC5 TMEM106C TMEM191C TMPO TMPRSS5 TSPAN7 TUBB1 UBE2Q1 UFSP2 UMPS UVRAG WDFY1 WDR91 ZDHHC19 ZMYND8 ZNF496 ZNF629 ZNRD2 GSE10240_CTRL_VS_IL22_STIM_PRIMARY_BRONCHIAL_EPITHELIAL_CELLS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10240_CTRL_VS_IL22_STIM_PRIMARY_BRONCHIAL_EPITHELIAL_CELLS_DN ABHD1 ABI3 ADAM10 AIP ANAPC10 ANAPC16 ANLN APEX2 ARF1 ARHGAP25 ARMC6 ARPC2 ARRDC4 ASAP2 ATG13 ATOSA ATP6V0B B3GAT3 BORCS7 C10orf88 C11orf86 C2CD2 CAMK2N1 CCNB1IP1 CCNF CD96 CDK2AP1 CHST11 CHUK CIAPIN1 CIBAR1 CLDND1 CMIP COQ4 COX5A CPSF3 DAZAP2 DBP DCUN1D2 DDI2 DEK DHX38 DNAAF5 DNAJB11 DPP3 EDIL3 EFCAB7 EHD3 EIF1 ELOF1 EMC1 EMC2 ENPEP ENTPD7 EPC1 EPC2 ERCC6L ERG28 EZH1 F13B FAM219B FAM220A FANCF FHIP2A FHL2 FICD FKBP1A G2E3 GNB1L GNB4 GPAM GRAMD2B GRIPAP1 GRM4 HCLS1 HERC2 HERPUD2 HLA-A HMGXB3 HOXD9 HPS4 HSD17B7 IDS IFNGR1 IQCH ITGA10 KMT2D LRIG2 LUZP1 MAN2A1 MARS2 MAX MDM1 MED11 MED12 MEGF9 MLLT3 MMP8 MRPL36 MRPL37 MRPS24 MTG1 MTMR1 MXRA7 MYO1H NAAA NANS NARS2 NCBP2 NCOA1 NDUFC1 NFKBIE NME3 NOXO1 NRBF2 NUP93 NXT2 ORAI1 OSBPL11 PCMT1 PHF1 PIR PKD2L2 PLA1A POMP PPCDC PPIP5K1 PPP1R37 PPP2R5E PRR14 PSMA2 PTGES3 PTPRCAP QKI QTRT2 RAB35 RACGAP1 RANBP10 RAP2A RASL11B RER1 RFX1 RIOK3 RIOX1 ROCK1 RPL17 RPL39 RPS11 RPS8 RPTOR RTRAF RUFY3 SCML4 SETD6 SIK2 SIPA1L1 SIRT1 SLC13A2 SLC22A14 SLC22A15 SLC30A9 SLC52A2 SLC9B2 SMDT1 SP1 SREBF1 SSBP4 STRN3 TAF12 TAP1 TASP1 TBL1X TECPR1 TESK1 THAP12 TMTC1 TNKS2 TPM3 TRAF3IP1 TRAK2 TRIM41 TRPM4 TRPV2 TTC14 UBA3 UBE4A UBN1 ULK3 USP40 VASP VAV1 VPS26C VPS33A WDR45 WDTC1 WWP2 ZBTB33 ZIC1 ZNF14 ZNF800 GSE10240_CTRL_VS_IL22_STIM_PRIMARY_BRONCHIAL_EPITHELIAL_CELLS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10240_CTRL_VS_IL22_STIM_PRIMARY_BRONCHIAL_EPITHELIAL_CELLS_UP ABCA1 ABCC1 ABHD14B ABHD4 ABI2 ABTB3 ADCY7 ADGRG3 APCDD1 APCS APPL2 AQP9 ARHGEF18 ARHGEF4 ARRDC2 ATF7IP ATOSA ATP7A ATXN7L3B BASP1 BAZ2A BCL2 BCL2L11 BLTP3A BMF BMP2K C1orf198 C2orf88 CAMKK2 CARD6 CCDC93 CCND1 CCR9 CD244 CD27 CD33 CD34 CD47 CDK19 CDS1 CENPV CEP350 CGAS CHDH CHST15 CIPC CIRBP CISH CLCN3 CNTN2 CRTC1 CTNND2 CUX1 CX3CR1 DAPK1 DHX30 DMTF1 DOCK5 ELK3 ELP2 ENTPD4 EPB41L3 EPOP ERICH3 ERN1 ESR1 F2R FADS6 FAM78A FLCN FLT3 FYB1 GAB3 GBP6 GIMAP8 HCN1 HHIP HHIPL1 HLA-B HLA-DOB HS1BP3 IGF1R IL1R1 IL27RA ILDR2 INSR IRAK1 ITGAL ITIH5 ITPR1 ITSN1 JDP2 KAZALD1 KBTBD11 KCNJ2 KCNK16 KDM5B KIAA0930 KIF21A LRFN1 LRSAM1 LZTS2 MACROH2A1 MAP3K11 MAP3K20 MAPKAPK3 MED1 MED13L MFAP3 MNT MSI2 MUC13 MYH1 MYO18A NAT8L NBEAL2 NDP NKG7 NLRP3 NOTCH2 NRIP1 OPA1 OSBPL5 PACS1 PALD1 PAN3 PAOX PELI2 PISD PLCL1 PLXNC1 PPARD PROP1 PRR14L PRR36 PSD3 RAI1 RBM26 RC3H1 REEP3 RESP18 RHBDL3 RHOBTB3 RNF144A RNF213 RNF38 RPS6KA1 RSAD2 RSPH3 RSPO4 RTN4RL1 RUNX2 SDR42E1 SELPLG SEMA4D SH2D5 SHISA5 SLA2 SLC25A36 SLC25A53 SLC2A9 SLC38A1 SLC38A2 SLC41A3 SLC43A2 SLIT3 SNHG7 SPHK1 SPNS3 STK10 SYTL1 TACC2 TBC1D16 TBC1D2B TBL1XR1 TBX15 TBX6 TBXA2R TEF TET1 TFCP2 TFDP2 TMEM176A TMEM268 TNFRSF1A TRPT1 TSC22D1 TTC3 TUBB6 TUT7 TYK2 TYROBP URI1 WDR13 WNK1 ZBTB48 ZGRF1 ZMYM3 ZNF397 ZYX GSE10240_IL17_VS_IL17_AND_IL22_STIM_PRIMARY_BRONCHIAL_EPITHELIAL_CELLS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10240_IL17_VS_IL17_AND_IL22_STIM_PRIMARY_BRONCHIAL_EPITHELIAL_CELLS_DN ABCA3 ABI2 ABL2 AMTN APC2 AQP9 ARHGAP35 ARHGEF10 ATXN2 ATXN7L3B B3GNT2 BAIAP2L1 BMF BRD3 BTRC C11orf65 C5orf46 CA3 CAMKV CARMIL1 CASKIN2 CBFA2T3 CCAR2 CCDC138 CCDC162P CCDC57 CD79A CEP97 CHST15 CISH CKAP4 CNFN CPNE2 CTDSPL CTNND2 CUX1 CYB561 DAPK1 DCLK2 DLG3 DLG4 DNAJC21 DNASE2 DSEL DYNC2H1 ELP2 ENG EPHA2 ESR1 FAM13C FAM167A FAM234B FAM53A FETUB FMNL2 FOXRED2 FPGS GADD45A GNG8 GPATCH4 GRK3 GTF2IRD1 HBEGF HDAC9 HEMK1 HGH1 HLCS HNF4A HOXB13 IFT122 IFT81 IGF2BP1 IGLL1 IL5 IL7R INSR KAZALD1 KCNJ2 KCNJ5 KDF1 KIF21A KLF1 KLHDC10 KRT18 LARS2 LAYN LGI3 LMTK3 LONRF1 LPAR2 LRCH2 LRRIQ3 LUC7L MAP3K20 MAP4K3 MAPKAPK3 MED1 MGAT1 MGST2 MIOX MLH1 MRM1 MTOR MTSS1 MUC13 MYH1 MYLK3 NEUROD4 NLGN3 NLRP3 OAZ3 OSBP OSBPL1A P2RY2 PAK4 PALM PCBP2 PDE8B PDS5B PECR PHF12 PIK3R4 PKIG PKN3 PLA2G7 PLCL1 PLD6 PLEKHA7 PLSCR3 PPM1L PRCC PRCP PROP1 PSD3 PTOV1 R3HDM1 RAB38 RAPGEFL1 RASSF9 RBM6 RBMX2 RBP2 RBP7 RENBP RESP18 RHOBTB3 RSAD2 RSPO4 RTL6 RYR1 SCAP SCARB1 SCN8A SDC4 SEZ6L SLC1A5 SLC22A3 SLC29A3 SLC43A2 SLC7A7 SLFN13 SLIT3 SMARCC2 SMCO2 SORT1 SRSF6 SV2B TACR2 TBC1D24 TBC1D31 TBC1D9 TBCEL TBL1XR1 TBX15 TBXA2R TCF4 TET1 THSD1 TIMELESS TLE1 TMEM191C TMEM98 TMPRSS3 TMPRSS4 TNFRSF17 TNFRSF21 TRIM54 TRPC7 TSPAN2 TSPAN33 TXNRD3 UBE4B UCHL1 VPREB3 ZC3H12C ZC3HAV1L ZEB1 ZNF428 ZNF667 GSE10240_IL17_VS_IL17_AND_IL22_STIM_PRIMARY_BRONCHIAL_EPITHELIAL_CELLS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10240_IL17_VS_IL17_AND_IL22_STIM_PRIMARY_BRONCHIAL_EPITHELIAL_CELLS_UP ACBD4 ACSS2 ADAP1 ADD1 ADGB ADGRB2 ANKH AP4B1 APBB3 APTX ARHGAP10 ARID5A ARMC6 ARRDC4 ATP6V0B BORCS6 BTBD6 C1QL3 C1orf122 C1orf74 C22orf39 CAMK2N1 CAMKK1 CCDC82 CCNB1IP1 CCNK CDK14 CDR2 CHL1 CIAO3 CLYBL COQ10B CX3CR1 CYTH4 DARS2 DENND2D DMXL2 DNAAF5 DPF2 DPP8 DSE DZANK1 ECHDC3 ELMO2 ERCC4 ERGIC3 ESCO2 FAM210B FAM219B FAM220A FANCB FBXL14 FBXO17 FBXO30 FLCN FMC1 FMNL1 FOXD2 FPR2 FXYD5 GDAP2 GEM GEN1 GNB4 GPR132 GPR160 GPR68 GPSM2 GRAMD1C GRB2 GXYLT1 H1-4 HEATR5B HOMER1 HROB HYCC1 IFIT1 INPPL1 IRAK1BP1 ITGA10 ITLN1 JMJD7-PLA2G4B JOSD2 KATNBL1 KCTD9 KDM7A KIF18B KIF1B KIFC3 KLHDC4 LAIR1 LMNB1 LPL LRMDA LUZP1 MAJIN MAX MCU MDC1 MEGF9 MMP9 MUTYH MXD3 MXRA7 NAPRT NAT9 NCALD NFIL3 NPRL2 PDLIM7 PHACTR4 PHF1 PIDD1 PIK3CG PIR PLA1A PLEKHM1 PNKP POLH PRDM2 PREX1 PROM1 PRR5L PTCD2 PTTG1 QPRT RAB3D RAD51B RAD54L2 RAP2A RASGEF1A RBX1 REEP4 RFXANK RHOC RIPK1 RNF20 RNF214 RTN4RL1 SCFD2 SCML4 SDF4 SDR42E1 SEH1L SGO2 SHTN1 SKA1 SLC15A3 SLC26A6 SLC40A1 SLC46A3 SMURF2 SMYD4 SNAI3 SNAPC5 SNRNP27 SNTB2 SORL1 SP4 SPACA9 SREBF1 STK38L STK39 STYK1 SUGT1 SUSD1 SYNJ1 TAPBP TEAD2 TENT5C TESK1 TMEM120A TMEM175 TMUB2 TNFSF9 TOP3B TRABD TRAF2 TSPOAP1 TSPYL4 TSSC4 TXNIP TYK2 UBAP2L VAMP2 VAV1 VPS13B VPS13D WDR44 WSB2 WWP2 XRN1 ZBTB48 ZC2HC1A ZC3HAV1 ZDHHC7 ZNF324B ZNF827 ZNFX1 GSE10240_IL22_VS_IL17_STIM_PRIMARY_BRONCHIAL_EPITHELIAL_CELLS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10240_IL22_VS_IL17_STIM_PRIMARY_BRONCHIAL_EPITHELIAL_CELLS_DN ABCA9 ABCC4 ACSL1 AK4 ALG14 AP5B1 ARHGAP19 ATG4A ATP6V0B ATP6V0C C11orf24 C18orf54 C1QBP C1QTNF12 C1orf122 CCDC127 CCDC18 CDC45 CEACAM21 CELA1 CENPW CEP350 CEP76 CHEK2 CHI3L1 CHST13 CIAO3 CLDN12 CNNM4 CNR2 COMTD1 COQ10B COX10 COX16 COX19 COX6A1 CRY2 CSF2RB CTBP2 CTDSPL CTSH CYLD CYP39A1 DACH2 DARS2 DENND2D DEPDC1 DFFA DGKG DNAJC12 DSP DYNLT2B ELANE ELL2 ERBB3 ERGIC3 FANCB FCER1G FKBP1B FMC1 GADD45B GALNT1 GAR1 GCA GCC1 GCLM GDAP2 GDPGP1 GET1 GK5 GLA GNG12 GOLIM4 GORASP2 GPALPP1 GPI GRB14 GRIA3 HDAC8 HDLBP HEATR5A HOOK3 HROB HTATIP2 HYCC1 ICA1 IER3IP1 IFTAP IL11RA IL22RA2 INTS10 INTS3 IPMK ITGA2B KCTD9 KNSTRN KRI1 L2HGDH LCN2 LHFPL2 LRP4 LRR1 LTB4R MAP3K20 MASTL MBD1 MCPH1 MED8 MIS18BP1 MND1 MOB1B MTRES1 MUC13 MUL1 MYO1F NANS NAT10 NAT9 NBEAL1 NCKAP1 NEAT1 NEIL3 NSDHL NUP58 NXPE4 OAF PAQR3 PCYT1A PLCB1 PLEKHF1 PLIN2 PTCD2 PTGS1 PTPRO RAB34 RACGAP1 RAD54B RAP2A RBKS RBM19 RBMS1 REEP1 RNF214 RUNDC1 SC5D SCIN SEMA4A SEPHS2 SEPTIN10 SETD6 SFMBT1 SGK1 SH3D19 SKA3 SLC16A7 SLC19A2 SLC25A24 SLC48A1 SLPI SMAP1 SNORD89 SNX7 SPAG5 SPATA5L1 SRP72 SS18L2 STOM STXBP6 SUSD1 TBC1D24 TCTN3 TECPR2 TESK2 TFR2 THAP1 TIFAB TMEM241 TMEM26 TMEM43 TMEM50B TMEM68 TOP3B TRABD TRAPPC3 TRIP4 TSC22D2 TTC21A TTC30B TTC39C TUBB2A TWF1 TXNDC11 TYW5 VCAM1 WSB2 XDH YIPF5 ZNF227 ZNF516 ZNFX1 GSE10240_IL22_VS_IL17_STIM_PRIMARY_BRONCHIAL_EPITHELIAL_CELLS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10240_IL22_VS_IL17_STIM_PRIMARY_BRONCHIAL_EPITHELIAL_CELLS_UP ABHD10 ACTR6 AFG3L2 AGL AGRN ALAS1 ALG10 ARF6 ARHGAP11A ARHGAP29 ASCC3 ATG2B ATG4A ATP5F1C B4GALT1 BCL2L2 BLOC1S2 BOD1L1 BRMS1L C10orf88 C1QBP CBL CCDC34 CCDC93 CCNQ CCNYL1 CDC6 CDC73 CEMIP2 CEP164 CHAC2 CHCHD1 CHST11 CHUK CNMD COPZ1 CSPP1 CTBP2 CUL4B CYRIB DACH2 DAP DBI DCAF17 DCTN6 DDI2 DDX11 DNAJB11 DTWD1 EDEM1 EIF2B4 EIF4H ERMP1 ERO1B FAM76A FAM76B FBRSL1 FBXO22 FBXO28 FCER1G FCGR2B FOXD3 FTX G6PD GAS2L3 GATA1 GLOD4 GMFB GNB1L GNL3 GOLIM4 GORASP2 GOT2 GPI GRIA3 GSTM5 HADHB HNRNPH3 HNRNPUL2 HOXD9 HSP90B1 HSPA2 IMPDH2 INO80D IRAK4 IREB2 KBTBD8 KCTD3 KIAA1191 KLRK1 KMT2D KMT5B LATS1 LMBRD1 LONRF1 LTB4R MAP3K2 MAPK8 MAT2B MBD2 MCPH1 MDM1 MED4 MLX MOSPD2 MPHOSPH8 MTAP MTMR2 MTPAP MTRES1 NCOA2 NDRG2 NDUFAF4 NKRF NUP35 PAIP1 PARL PECR PFKP PIGB PKD2L2 PLAC8 PLEKHF1 PLK4 POLR1F POLR3A PPIP5K2 QKI RAB9A RAPGEF6 RBBP4 RBX1 RC3H2 RNF125 RNPS1 RP2 RPGR RPUSD2 RSBN1 S1PR2 SAT1 SCP2 SDAD1 SEPHS2 SERAC1 SH3BGRL SH3PXD2B SIVA1 SLC10A3 SLF2 SNAPC1 SPAG9 SQOR SRP9 SRPK1 SS18L2 SSX2IP ST6GALNAC4 SUZ12 TBC1D24 TBC1D2B TBK1 TBL2 TCN2 TECPR2 TFRC TLCD1 TMEM170B TMEM30A TMEM64 TRAPPC11 TRIP4 TRMT5 TUBA1B TXNDC9 UBA5 UBE2W UMAD1 USP33 USP48 USP6NL VAMP4 VAT1 VPS26C VPS33B VPS35 VTI1B WSB2 YBX3 YIF1A YIPF6 ZBTB11 ZBTB18 ZC3H7A ZFAND1 ZFC3H1 ZNF141 ZNF493 ZNF654 ZNF770 GSE10240_IL22_VS_IL22_AND_IL17_STIM_PRIMARY_BRONCHIAL_EPITHELIAL_CELLS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10240_IL22_VS_IL22_AND_IL17_STIM_PRIMARY_BRONCHIAL_EPITHELIAL_CELLS_DN ABLIM1 ADAP2 ADGRG3 AKAP13 ANKRD54 ANKS1A APCDD1 AQP9 ARHGAP4 ARHGEF10 ATP13A2 ATP5MC2 BAIAP2L1 BANK1 BCL2L11 BHMT2 BLK BMP2K BTRC C2orf88 C5orf46 CAMK1D CARD11 CARS1 CASKIN2 CBX2 CCR9 CD38 CD47 CD79A CDK19 CHD3 CLCN3 CNP COBLL1 COL19A1 COX6A2 CPSF7 CRACDL CRIP1 CSNK1G2 CTNND2 CYB561A3 DKKL1 DLG4 DMRT1 DTX3 DYNC2H1 EEF2K ELK3 ELK4 ELOVL6 EN1 ENG EPHA2 ESR2 EVL EZH1 FAM174B FCHO1 FNDC7 FYN GALT GIMAP6 GJA4 GLTP GPAA1 GPR137 HBEGF HELZ2 HES1 HLA-DQA1 HLA-DRB1 HOXB13 HOXC6 HSF2 IER5 IGF2BP1 IGLL1 IGSF8 IL18R1 IPCEF1 IRF2BP1 IRF7 ITGA4 ITIH5 ITPKB JMJD7-PLA2G4B KAT2A KDF1 KRT24 LCA5L LDB1 LMNTD2 LRP10 LRRC75A LTB LYNX1 LZTS2 MACROH2A1 MAFK MAP3K11 MATCAP1 MCL1 MEA1 MED13L MEF2C METAP1D MEX3A MFNG MGAT1 MNT MOB3A MTA3 MVK MYO1C NDST1 ODF3 OGA OSBPL1A OSBPL5 OTOA PAG1 PAQR5 PARP1 PARP3 PDE4B PEAK1 PHC1 PHF12 PHKG1 PIP4K2A PLEKHA2 PNRC1 PPP1R15A PPP1R16B PPP1R18 PRKD2 PROP1 PRR36 PRSS53 PTGDR2 RAC2 RASGRP3 RC3H1 RESP18 RHOQ RIC8A RMI2 RMND5B RNF123 RNF144A RNF157 RPS27 RTP4 RXRB SDR39U1 SEZ6L SF3B3 SLC14A1 SLC15A3 SLC22A9 SLC25A53 SLC26A11 SLC35D3 SLC41A3 SLC43A2 SLFN13 SMAP2 SMARCA4 SMCO2 SNN SORBS1 SRRM2 SSH2 TACR2 TAMALIN TBC1D16 TBX15 TEF TET1 TP53BP1 TP53INP1 TRAF3IP2 TRAF4 TREX1 TRIM54 TRPC7 TSC22D1 TUT7 UBP1 ULK4 URI1 UTRN WDR6 WIPI1 ZFP1 ZNF428 ZNF608 ZYX GSE10240_IL22_VS_IL22_AND_IL17_STIM_PRIMARY_BRONCHIAL_EPITHELIAL_CELLS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10240_IL22_VS_IL22_AND_IL17_STIM_PRIMARY_BRONCHIAL_EPITHELIAL_CELLS_UP AAK1 ABCB1 ADD1 AKNA ALDOA ALG1 AP3M2 AP4B1 APBA3 ARF5 ARHGAP29 ARHGEF4 ARID5B ATG16L2 ATOX1 ATP5F1D AVEN B4GALNT1 BACH2 BATF BAX BCL6 BORCS6 BTBD6 C22orf39 C8orf58 CAP2 CCDC30 CCDC82 CCDC88B CCNK CCR6 CD200R1 CD3E CD6 CD8B CDR2 CEP350 CERS4 CFLAR CHD7 CLDN10 CLYBL CNR2 COQ10B COX16 CRIM1 CSNK1G2 CTSW CYBB CYTH4 DAPK3 DAPL1 DBNL DDC DDIT4 DFFA DGAT1 DHRS13 ECEL1 ECM1 EIF5A2 ENC1 ENPP1 EPAS1 ERO1B ESYT1 FAAH FAAP20 FAM149B1 FAM210B FAM219B FASTKD2 FEZ2 FLOT2 FOXN3 FXYD5 GAB3 GALNT10 GALNT12 GCC1 GDAP2 GLCCI1 GPR107 GPR68 GPSM3 GZMK H1-4 HERC3 HLA-DRB1 HOMER1 HSPH1 IER3IP1 IL27RA IL2RA IL4 INPP4B INTS15 IRF6 ISG20 JMJD7-PLA2G4B JUNB KIF1B KLRG1 KRI1 LCN8 LGALS3 LGMN LMBRD1 LRRC8C MAF1 MBOAT1 MEA1 MIA3 MRPL33 MRTFA NAPRT NDUFA3 NEAT1 NIPAL1 NRBP1 NT5E NUP35 ORMDL3 PACC1 PAK2 PDCD11 PHC3 PLBD1 PLEKHM1 PPME1 PPP1R15A PRDM1 PRKAB1 RAB20 RAB4B RAPGEF4 RELA RFXANK RGS11 RGS3 RINL RNF5 RUNDC1 S100A4 SC5D SCAMP3 SDCBP2 SDF4 SELPLG SGMS1 SIDT2 SLA2 SLC11A2 SLC12A7 SLC25A24 SLC35D2 SLC46A3 SMIM11 SMURF1 SMURF2 SNRNP27 SNUPN SOSTDC1 SPIB SPO11 ST8SIA6 TAPBP THADA TIMM10B TIMP2 TMEM120A TNFAIP8L1 TNFRSF4 TOX2 TRADD TRAF2 TRAPPC3 TRIP4 TRPC4AP TRPM1 TSPYL4 TTC39B TUFM TXNRD2 TYK2 UBASH3A USP34 VIRMA VPS37B WSB2 XDH XRN1 ZBTB37 ZC3HAV1 ZCCHC17 ZFPM1 ZMAT5 ZNF524 ZW10 GSE10273_HIGH_IL7_VS_HIGH_IL7_AND_IRF4_IN_IRF4_8_NULL_PRE_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10273_HIGH_IL7_VS_HIGH_IL7_AND_IRF4_IN_IRF4_8_NULL_PRE_BCELL_DN ABCF2 ABTB2 ADGRB1 ALDH7A1 AP2S1 ARPC4 ART4 ASPM ATP5MC2 BANK1 BCL11A BLNK BMAL1 BUD23 CAPSL CARHSP1 CARM1 CAV2 CCDC124 CCDC9 CD2AP CD5 CD74 CDK1 CDKN1A CDKN2C CDR2 CEL CENPA CENPE CENPL CHERP CRACDL CSNK1G2 CTCF CYB561A3 CYB5D2 DDC DIAPH3 DLGAP5 DNLZ DOHH DPH3 ECSIT EGFL6 EGR1 ELAC2 ENDOU ENPP6 EPB41L5 EPS8 EZR FAM228A FAM234B FAM72A FARS2 FAU FBXO5 FCHO1 FCRLA FGF13 FKBP8 FOXO1 FTH1 FXYD1 GALK1 GFRA1 GNL1 GPAA1 GPS2 GPSM2 GSN HAND1 HAUS4 HCLS1 HDAC8 HLA-DOB HMMR HSPA1B IGHM IL17RA IL18 INKA1 INPP5D INTS1 ITGA4 JUN KCNK5 KIF11 KIF2C KLF2 KLHL32 KMT5A KRT25 LGALS9B LGR5 LHFPL6 LONP1 LRRC8C LY9 MARCKSL1 MEIS3 MISFA MORN2 MPRIP MTCH1 MVK MYEF2 MYLK MYO1C MYO1E N4BP3 NCAPD2 NCAPG NDUFA9 NDUFS3 NGEF NLRC3 NOLC1 NRF1 NRM NSUN5 NUAK1 NUSAP1 OXA1L PAG1 PCK2 PDE2A PHC1 PHKG2 PLP2 PPP1R16B PRAF2 PRDM8 PRDX4 PREP PRKCB PRMT5 PSRC1 PTPRCAP PUF60 PYGM RAB24 RALY RAPGEF5 RASGRP3 RCN3 REM1 REX1BD RHOT2 RMI2 RRAGD SCN3B SEMA7A SEPTIN6 SERPINB6 SGK1 SH2D6 SKA1 SLC1A7 SLC25A1 SMARCA4 SMKR1 SNN SP2 SPG11 SRFBP1 SRPK3 SSBP4 SSTR3 SURF2 SYK TACC3 TBXA2R TCF25 TCF3 TDP1 TENT5C TERT THOP1 TMEM119 TMEM121 TMEM98 TNFAIP3 TOMM40 TRIB2 TRMT112 TSPAN13 TTC26 TWSG1 TXNRD3 UBE2C UGT2B4 WDR35 XRCC5 XRN2 ZFTA ZNF354C ZNF512 ZNHIT2 GSE10273_HIGH_IL7_VS_HIGH_IL7_AND_IRF4_IN_IRF4_8_NULL_PRE_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10273_HIGH_IL7_VS_HIGH_IL7_AND_IRF4_IN_IRF4_8_NULL_PRE_BCELL_UP ACVR1C ADAMTS3 ADI1 ADM ADSL AGPAT5 AHI1 ANKLE1 ANKRD37 AOX1 APOBEC3B ARL2 ASAH2 ATAD5 B3GNT2 BANF1 BARD1 BDH1 BMAL1 BMP6 BRCA2 BUD13 C11orf24 C7orf50 CCNF CCP110 CD5 CDC45 CDCA5 CDKN1A CDKN2A CDKN3 CEL CENPS CFAP298 CHAF1B CHCHD4 CLEC10A CNIH1 CNN1 CPSF2 CRTAP CSAD CSE1L CSTPP1 CTPS1 DBF4 DDX3X DDX47 DHX33 DIAPH3 DNLZ DQX1 E2F1 EIF2B3 EIF4A3 ELAC2 ELF3 ERG ERLIN1 FAM110A FAM167A FAM170B FASTKD3 FBXW12 FGFRL1 FZD6 GALNT14 GALNT9 GEMIN6 GFM1 GINS1 GJA10 GOT1L1 GSTCD GSTO1 GSTT2 GTF2F2 GTF2H2 HDGF HEATR5A HIBCH HIRIP3 HMGN5 HNRNPH1 HOXA7 HSPBP1 IBA57 IFITM3 IFT22 INTS7 ISCU ISOC1 JADE3 JUN KCNMA1 KHDRBS3 KIAA0930 KIF17 KLRC2 KNOP1 LGR5 LMO3 LRRC49 LRRC8D MAOA MIIP MIPEP MLH1 MMP11 N4BP2 NDUFA9 NDUFAF4 NEK2 NME7 NMRAL1 NOLC1 NRF1 NUP107 NUP42 NUP93 OR51E1 OTUD6B P2RX2 P2RX4 P3H3 PAIP1 PARD3 PCBP3 PCK1 PCK2 PDE6D PGGHG PLA2G1B PLK2 PPP2CB PRC1 PRELID3A PRKCI PRKG1 PRPF4 PRR11 PSMD1 PTGS1 RAD18 REN RFC2 RGCC RNMT RPS6KC1 SAP30 SBSN SCT SDC4 SHH SHROOM3 SLC15A3 SLC25A1 SLC2A5 SLC43A3 SLC7A5 SMARCA5 SMO SMTN SOBP SPACA3 SPATA24 SPATA6 SPI1 SREK1IP1 SRFBP1 SRRT STOML2 SYDE2 SYNGR1 TAPT1 TBXA2R TCF3 TENT4A TEX30 TF TGIF2 THBS2 THOP1 THYN1 TIMM9 TMA16 TMEM183A TMEM39A TMEM98 TPD52 TPRN TRIM47 TTC4 TTF2 UCP2 UROS VPS18 ZC3HC1 ZFP36 GSE10273_HIGH_VS_LOW_IL7_TREATED_IRF4_8_NULL_PRE_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10273_HIGH_VS_LOW_IL7_TREATED_IRF4_8_NULL_PRE_BCELL_DN ABHD1 ADAMTSL4 AGPAT3 AKNA AKT3 AP2A2 AQP9 AR ATG2A BLOC1S1 BSG C1QB C1orf122 C3orf80 CAB39L CALCOCO1 CAPN2 CARD11 CCDC82 CCPG1 CD300C CD3E CD48 CD6 CDCP1 CHD7 CHMP1A CHMP5 CLCN4 CLEC4M CMTM6 CNP CREBL2 CTU1 CYB5R4 CYSLTR2 DAPL1 DMTF1 DNAJC15 DOCK8 DOK2 DUSP12 DYNC1H1 EBI3 ECM1 EEF1AKMT1 EID2 EPAS1 ERBIN EVI2B EYA2 F2R FAAH FAM117B FAM149B1 FAM219B FAM50A FAM89B GBP7 GIGYF2 GINM1 GNPDA2 GOLGA1 GOLM1 GOLT1A GTF2IRD2 GTPBP6 HBP1 HERC2 HLA-DMA HLA-DQA1 HLA-DRB1 HLA-E IFIH1 IFIT3 IGF2R IL1R2 IL4 INTS6L ITPR2 ITPR3 JAK2 JUND KCTD2 KDM5B KEL KIAA0040 KIDINS220 KLRG1 L1CAM LAIR1 LAMTOR2 LIMK2 LYRM1 MAEA MED8 MIA3 MIB2 MMP24 MROH1 MTERF1 NAA60 NAB2 NCOA2 NDUFA6 NEMF NSD3 NSMCE3 NXF1 OAS3 OCIAD1 OS9 OSBPL7 OSM OSTM1 PAK1IP1 PANK4 PAPOLG PDCD1 PDLIM1 PIGC PKN1 PLEKHJ1 PLPP6 PNPLA7 PPCS PPM1K PPP4R2 PRDM1 PRSS55 PSEN2 RAB20 RAF1 RASL11B RECK REXO4 RIGI RIT1 RMND1 RNF146 RNF215 RPS6KA4 RTN1 S100A13 SDF4 SEC16B SELENOO SEPTIN7 SERINC1 SETX SIAH1 SLAMF6 SLC49A4 SMURF1 SMURF2 SPO11 SRXN1 STAT4 STAT5B STIM2 STK38 TAF1C TAFAZZIN TASOR TBCE TBK1 TBX21 TECR TLE5 TMCC3 TMEM127 TMEM129 TMEM63B TNFAIP8L2 TNKS2 TNRC6C TPP1 TRAF3 TRAK2 TSGA13 TTC14 TTC28 TTC3 UCKL1 UGGT1 USP24 VAV1 VPS13D WASHC3 WSB2 XDH YOD1 YPEL3 ZBTB48 ZBTB9 ZFAND6 ZNF2 ZNF703 GSE10273_HIGH_VS_LOW_IL7_TREATED_IRF4_8_NULL_PRE_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10273_HIGH_VS_LOW_IL7_TREATED_IRF4_8_NULL_PRE_BCELL_UP ABCA9 ABCB10 ACAP2 ACOX1 ACTR6 ADCY7 ADCY9 ADSS1 AGPAT5 ANGPTL4 ANKH ANKRD63 ANXA9 APPL2 ARHGAP39 ATAD5 BCO1 BFAR BLTP3B C10orf88 C1GALT1C1 C1QTNF12 C6orf62 CAMK2G CASD1 CASP8AP2 CCDC137 CCDC88A CCDC93 CCNYL1 CD244 CD34 CDC6 CDH1 CELA1 CFP CKAP4 CLDN12 CLTC CMTM3 CMTM6 CNNM2 COPA CPD CPNE3 CPQ CSF3R CTSE CTSV CYP4V2 CYSLTR1 DAAM1 DCTN6 DENND4C DEPDC7 DGKG DHDH DIO2 DNMBP DOCK1 DOLK EIF1AY ELOVL5 ELP1 ENPP4 ERLIN2 EVI2A F10 FAM114A1 FAM117B FAM13B FAM199X FAM91A1 FANCG FLNA FNDC3A FNIP1 FOSL2 FUCA2 FUT4 GADD45B GALNT6 GANC GFI1 GNPDA1 GOLGA4 GOLIM4 GPR160 GSDME GSTM3 GTF2IRD2 HEXB HIPK3 HOMER2 HS1BP3 HSD17B1 IFITM3 IFTAP IGFBP4 IKBKE IKZF2 IL15 IL6R INF2 INTS6L KDM5B KDM7A KEL KICS2 KIF17 LACTB LDAF1 LDHB LEPROT LHFPL2 LONRF1 LTBR MARCHF7 MAST3 MBNL3 MFSD14A MICALL1 MOSPD2 MTMR6 NAGA NCAPD3 NECAP1 NFAM1 NFKBIA NNT NSUN3 OSBPL8 OXR1 PAM PAQR3 PARP8 PDIA5 PGAM1 PGLYRP1 PHIP PHLDB2 PLCB4 PLCXD2 POGLUT2 POLR3A PPIP5K2 PSME4 PSTPIP1 PXN QKI RAB11FIP5 RAB34 RECK RHOB RIN3 RNF144B RP2 S100A1 SAT1 SDAD1 SECISBP2 SECISBP2L SH3BGRL SLC25A36 SLC40A1 SLCO1C1 SNAP23 SPACA9 SRP68 STYX TAF1D TBC1D15 TECPR2 TGFBI TIRAP TJP1 TMED2 TMEM170B TMEM205 TRIM44 TRMT13 TWF1 UBA5 UBIAD1 UBXN2A UCHL5 UGDH UVSSA VAPA WAPL ZBTB44 ZFC3H1 ZGRF1 ZNF347 ZNF367 ZNF571 ZNF704 ZNF710 ZNF841 ZNRF3 GSE10273_LOW_IL7_VS_HIGH_IL7_AND_IRF4_IN_IRF4_8_NULL_PRE_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10273_LOW_IL7_VS_HIGH_IL7_AND_IRF4_IN_IRF4_8_NULL_PRE_BCELL_DN ADAR AGPAT3 ALDH18A1 ANAPC2 ANKLE2 AP5Z1 ARHGEF4 ARL5A ATG13 ATP9B BCAS3 BCL2A1 BET1L BORCS7 C10orf88 C2orf68 CCDC82 CD300LB CDC14B CEPT1 CFAP47 CIRBP CISD3 CLDND2 CLEC2L CNR2 COL6A3 COMMD4 CREBBP CRISP1 CYRIA CYTH4 DBP DBR1 DDX31 DIAPH2 DNAJA4 DNAJC15 DPF2 DZANK1 EHD3 ELANE ELK3 EML2 EPC2 ERCC4 EXOC2 EYA2 FAAP24 FAM149B1 FAM78A FAM89B FASTKD5 FBXO11 FGD1 FHL2 FHOD1 FLI1 FLOT1 FLT1 FMO5 FOXD4L1 FOXL1 FRS2 G6PD GALNT2 GBP6 GCN1 GGNBP2 GID8 GINM1 GMIP GOSR1 GPR132 GPS2 GSK3B GXYLT1 H2AB2 HCK HCLS1 HPS3 IKBKG IL36G IL3RA ING3 ITCH ITPR3 KANSL3 KIDINS220 KIN KLHL28 L1CAM LMNA LRIG2 LTO1 MAT2A MBNL2 MFSD11 MIER2 MMP8 MMP9 MOB4 MROH1 MXRA7 MYO1E NABP1 NAGA NANS NFKBIE NIPAL3 NMT2 NOS2 NR4A1 NUDT16 OPLAH PARP3 PDLIM7 PFN1 PHF1 PIGC PKD2L2 PLAUR PLEKHJ1 PPP1R21 PRR14 PRR14L PSME2 RABAC1 RAPGEF1 RFNG RGP1 RIDA RIMBP3C RNF125 RPS6KA5 RUFY3 S100PBP SCAMP2 SELP SEPTIN9 SLC11A1 SLC22A15 SLC25A11 SLC35F5 SLC37A3 SLC39A4 SLC44A2 SLC66A3 SMAD7 SMURF2 SPPL2A SQOR SSBP4 SSR2 ST8SIA3 STK38 STX5 STX7 TACC1 TACC2 TBRG1 TECPR1 TMEM120A TMEM18 TMEM80 TOMM34 TRAF3 TRAPPC1 TRAPPC2 TRNT1 TSHZ3 TSTD1 TTC39C TTC9C TTF1 TWF1 UBA7 UBN1 UCKL1 USP24 USP37 USP49 VASP VAV1 VCPIP1 VPS13D VSIG10 WASHC2A WSB2 ZBTB33 ZBTB48 ZC3H10 ZDHHC24 ZFP3 ZNF2 ZNF251 ZNF281 ZNF324B ZNF585A ZNF652 GSE10273_LOW_IL7_VS_HIGH_IL7_AND_IRF4_IN_IRF4_8_NULL_PRE_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10273_LOW_IL7_VS_HIGH_IL7_AND_IRF4_IN_IRF4_8_NULL_PRE_BCELL_UP AARSD1 ABI2 ADA ADAM9 ADGRL2 AGPAT1 ANLN APOOL ARHGAP21 ARHGAP28 ASAH2 ASPM ATAD3A ATG4C AUNIP B3GNT5 BAG2 BEST2 BLZF1 BRSK1 BST1 C10orf90 C1orf112 CACNA2D1 CACYBP CASK CASQ1 CASR CASS4 CCDC159 CCDC86 CD180 CDCA5 CDCA7L CDK4 CDKN1A CENPP CHAF1B CHEK1 CHSY1 CIT CKAP4 CKS2 CNIH2 CNN1 CPSF2 CTC1 CTSE CTTNBP2NL CXXC5 CYB561A3 DBF4 DDIAS DHRS3 DNAL1 DNASE2B EIF2A EME1 ENDOU ENPP6 EPRS1 EPS8 ERCC6L ERG EYA1 F2 FAM110A FAM98B FCRLA FNDC5 FNDC8 GALK1 GALNT14 GAS2 GGA2 GIPR GLYAT GMPR GNL3 GUSB HAND2 HDGF HK2 HMGB2 HOXC5 HOXD12 HYOU1 IFNLR1 IL17RE IL1RN IPO5 JADE3 KDM2B KHDRBS3 KIF22 KIFC1 KRTAP2-4 LGI1 LGR5 LHFPL6 LMNB2 LRRC40 LRRC49 LYL1 MAGEA11 MAPK6 MFSD12 MRPL55 MTM1 MUTYH MYLK NASP NDC80 NECTIN4 NLN OAF OLA1 OPRM1 OR51B2 PAFAH1B3 PCK2 PHKA1 PLAC8 PLK2 PMF1 POLE3 POU2AF1 PPIH PPM1G PRDX4 PRELID3A PREP PRKCD PRR15L PSMD1 PTCD3 RAD50 RANBP1 RBBP8 RBL1 RCC2 RFC4 RGN RHBG RNF157 RNMT SASH1 SCNN1A SDC3 SDC4 SDR42E1 SEC14L5 SELENOT SHH SHMT1 SIGLEC10 SKA3 SLBP SLC25A1 SLC29A1 SLFN12 SMARCA4 SMARCC1 SMTN SNHG32 SNN SNRPD1 SOX12 SPATA7 SPI1 SPIB SPNS3 SSRP1 STAC2 STMN1 SUMO3 SUV39H1 SUZ12 SYT4 TACC3 TAF6L TCF4 TEDC1 TEX47 TIMM8A TMEM106C TMEM69 TMTC1 TPRG1 TYRP1 VMA21 WDFY4 WDR18 WDR48 WHRN ZBED5 ZDHHC6 ZFTA ZNF22 ZNF503 GSE10325_BCELL_VS_LUPUS_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10325_BCELL_VS_LUPUS_BCELL_DN ACSL4 ACTMAP ADAR AICDA ANP32E AP5S1 APOBEC3A APOBEC3G APOL1 APOL3 ASB7 ASCC1 ATF7IP ATG3 ATOX1 ATP5ME ATP5MF BCAR3 BCL2L11 BID BLMH BLVRA BTG3 BUD31 C12orf43 CALU CANX CAV1 CCR1 CCR2 CD38 CDC42 CDCA8 CDS2 CEP55 CFLAR CHST11 CHST12 CLEC2B COA4 COX5A CTBS CTSC CYCS DDOST DDX60 DHRS9 DLGAP5 DNAJC3 DPM1 DUSP5 DYNLT1 EAF2 EHD4 EIF2AK2 ELL2 ERH ETFB FAS FNDC3B GBP1 GFPT1 GGH GLG1 GLRX GOLPH3 GPR137B GRAMD2B HERC5 HERC6 HLA-A HLA-E HMGN3 HMMR IDH2 IER3IP1 IFI27 IFI35 IFI44 IFI44L IFI6 IFIT1 IFIT3 IFITM1 IGLV4-60 IL12A INPP1 IRF7 ISG15 ISG20 ITCH KDELR2 KIF11 KLF10 KPNA3 KYAT3 LAMP2 LAP3 LGALS3 LRP8 MAGT1 MAN1A1 MAN1A2 MAST1 MGAT2 MICB MINAR1 MOXD1 MRPL42 MRPS14 MX1 MYL6B NAGA NAMPT NCOA6 NDUFA4 NEU1 NKG7 NMI OAS2 OAS3 OASL OPTN PDIA5 PGAM1 PIGK PIGP PIPOX PJA2 PLSCR1 POMP PPIF PRKCI PRPF40A PSMA5 PSMA6 PSMB9 PSME1 PSME2 RAB27A RAB6A RALA RAPGEF2 RBM47 REC8 RGS1 RGS13 RHOB RSAD2 RTP4 SAT1 SCO2 SDC1 SEC11A SEC24A SH3GLB1 SLAMF1 SLC25A40 SLC25A46 SLC31A2 SLC43A3 SLC7A5 SLFN12 SPATS2 SPATS2L SRGN SRP19 SRP72 SRSF9 STAT1 SUZ12 TAP1 TAS2R13 TBX21 THEMIS2 THOC7 TIPARP TMED5 TMEM140 TMEM248 TMEM258 TMEM30A TMPO TOP1 TRABD TRAM1 TRAPPC2L TXNRD1 UBE2L3 UBE2L6 USP18 VAMP5 VAPA VRK2 WARS1 WSB2 XAF1 YARS1 ZMIZ1 ZWILCH GSE10325_BCELL_VS_LUPUS_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10325_BCELL_VS_LUPUS_BCELL_UP ABCA3 ABCB8 ABCG5 ABO ACAP1 ADCK2 AKR7A3 AMHR2 APBA2 ASB1 ASB13 ASPHD1 ASPSCR1 ATP9B AVIL BAIAP3 BDH1 BICDL1 BTBD7 C22orf31 CAMK2N1 CCDC106 CCDC40 CCL19 CD1C CDIP1 CELSR3 CHMP7 CLDN11 CLDN7 CLPS CNNM4 CNTN2 CRX CST6 CTRB2 CTSF CYP2R1 CYP4F11 DEPDC5 DIRAS3 DNAJC17 DOC2A DPT DSP EEF1A1 EYA2 FAM234B FBLN2 FBP1 FBP2 FBXO42 FMO2 FNBP1L FNDC11 GABBR1 GAL3ST1 GCM2 GDPD3 GLS2 GOLGA2P5 GPD2 GPR35 GRIA3 GSC2 H1-1 H2AC18 HLCS HMHB1 HPN HRH2 HSPB2 IGHG1 KANK3 KAT2A KCND3 KCNH2 KCNMB4 KCNN4 KHDRBS3 KIF26B KLK1 KNG1 KRT6B KYAT1 LAMA5 LAMC3 LDLRAD4 LHFPL2 LIMS2 LRRC36 LTA4H LTB MACROD1 MAML3 MARCKSL1 MIA MIR600HG MMP2 MRAS MUC3A MYO1E NCAM1 NCS1 NEBL NFATC4 NKRF NOL9 NPFF NR5A1 NSUN5P2 NTRK1 OBP2A OXT PAIP2B PATJ PDZRN3 PGC PITX1 PLPPR3 POF1B POU1F1 PPM1F PRDM12 PRSS50 PYCR3 PYY RAB3A RAB40A RACK1 RECQL5 RGS14 RNASEL RPH3AL RPL26 RPL3 RPL6 RPS10P5 RPS3A RPS5 RPSA RRP12 SARM1 SEMA3D SEMA4C SENP5 SERGEF SH3BP4 SHH SLC25A37 SLC25A6 SLC26A10P SLC41A3 SLC6A8 SMPD2 SNHG3 SOX1 SPAG11A SYBU SYNPO2L TBC1D13 TBX1 TCTN1 TFAP2B TGM1 THAP3 TMEM158 TMEM161A TMEM19 TMEM53 TMEM63A TNF TNNI2 TOP3B TP53AIP1 TPPP3 TULP1 UBIAD1 UCP1 UNC5B VCX2 VEGFB WDR25 ZCCHC24 ZFP2 ZFTRAF1 ZMYM3 ZNF142 ZNF253 ZNF419 ZNF671 ZNF768 ZNF778 ZNF813 GSE10325_BCELL_VS_MYELOID_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10325_BCELL_VS_MYELOID_DN ACTG1 ADA2 ADGRE1 ADGRE2 ADGRE3 ADM ADORA2B AIF1 ALDH2 ANXA5 AOAH APOBEC3A AQP9 ASGR1 BID BLVRA BLVRB C15orf39 C2CD2L C3AR1 C5AR1 CALML4 CAMK1 CARD9 CASP1 CCDC88A CCR1 CCR2 CCR5 CD163 CD244 CD300A CD302 CD93 CDA CDK2AP1 CDKN1C CEBPA CEBPB CEBPD CFD CFP CLEC10A CLEC4A CLEC7A CLIC2 CMKLR1 COQ2 COTL1 CPD CPVL CRISPLD2 CSF1R CSTA CTBP2 CTSA CTSB CTSL CXCR2 CYBRD1 CYFIP1 CYP1B1 DAPK1 DHRS9 DRAM1 DUSP1 DUSP6 FAR2 FBP1 FCER1A FCGR1BP FCGR2A FCGRT FGL2 FOS FPR1 FTH1P5 GAB2 GALC GAS7 GNA15 GNS GOLM1 GRAMD1B HBEGF HEXB HK3 HMOX1 HSBP1 HTRA1 ICAM1 ICAM4 IGSF6 IL1RN IMPA2 KCNMB1 KCTD12 KIAA0513 KLF4 LAMP2 LGALS2 LGALS3 LILRA1 LILRA2 LILRA3 LILRB2 LILRB3 LMO2 LST1 MAFB MAPKAPK3 MEGF9 MICAL2 MPP1 MS4A6A MSRB1 MSRB2 MTMR11 MYCL MYD88 MYO1F NAAA NACC2 NAGA NCF2 NFE2 NLRP3 NOD2 NPL OASL OAZ2 OSBPL1A P2RY13 PAK1 PDK3 PELI2 PGAM1 PHC2 PILRA PLAUR PLBD1 PLXNB2 PLXND1 PRKCD PSAP PTGDR2 PTGIR PTPRE QPCT QPRT RAB27A RAB32 RAB5IF RGS2 RIN2 RNF130 RNPEP ROGDI RPH3A RRAGD RTN3 RXRA S100A4 SASH1 SAT1 SCO2 SECTM1 SERPINA1 SH2B3 SIRPA SLC11A1 SLC27A3 SLC31A2 SLC43A3 SLC7A7 SMCO4 SNX27 SRGN SULT1A1 SUOX TBC1D8 TBXAS1 TCF7L2 TESC TGFBI THEMIS2 TKT TLR2 TLR5 TM6SF1 TNFAIP2 TNFRSF10C TNFRSF1B TNFRSF8 TNFSF13 TRIM8 VENTX VNN1 VPS37C ZDHHC7 GSE10325_BCELL_VS_MYELOID_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10325_BCELL_VS_MYELOID_UP ABCB4 ABLIM1 ACAP1 ADAM19 ADD1 ADPRM AEBP1 AKR1B1 ANKEF1 AP1G2 ARID5B ASNS ATIC ATP2A3 AUTS2 BACH2 BANK1 BCL11A BCL2 BCL7A BCS1L BEND5 BIRC3 BLNK BMS1P20 C10orf95-AS1 CBX5 CCDC92 CCR6 CCR7 CD19 CD200 CD22 CD24 CD27 CD72 CD79A CD79B CD81 CR2 CSGALNACT1 CTC1 CXCR5 DIPK1A DPH5 DSP DYRK4 EAF2 EHD3 EIF2D ERG28 ESYT1 EVL EZR FAM117A FAM30A FAM3C FBL FBXW4 FCER2 FCMR FCRL2 GGA2 GLS GNB5 GNG7 GOLGA2P5 GPR18 GTF3A GTPBP1 GUSBP11 GVINP1 HDHD3 HLA-DOB HTRA2 IARS1 ID3 IGHD IGHM IGKC IGKV1D-13 IGKV4-1 IGLJ3 IGLL3P IGLV1-44 IL16 IL4R ISG20 ITGB7 ITM2C ITPR3 JADE2 JCHAIN KIAA0040 KLHDC2 LARGE1 LBH LIG1 LIMS2 LSM2 LTB LY9 MAGED1 MAP4K1 MAPK13 MCM2 MEN1 MICAL3 MS4A1 MZB1 NCK2 NFX1 NT5C NUP88 NXT1 ODC1 OPTN OXCT1 P2RX5 PARP1 PAX5 PCDH9 PDE4B PDLIM1 PIK3C2B PIM2 PJA1 PKIG PNOC POLR3E POU2AF1 PPP1R16B PRIM1 PRKACB PRKD2 PRPS1 PTPRCAP PTPRK QRSL1 RABGEF1 RASGRP1 RASGRP3 RHOH RPA2 RPA3 RPL18 RPL35 RPL36 RPL6 RPS10P5 RPSA RRAS2 RUVBL1 S1PR1 SEL1L3 SEPTIN6 SETBP1 SHMT2 SIDT1 SKAP1 SLAMF1 SLC38A1 SMAGP SMYD2 SP140 SPIB SPTBN1 ST6GAL1 STAP1 STK17A SYBU SYNE2 SYNPO TBC1D5 TCF3 TCL1A TCTN1 TLE1 TLE5 TMEM156 TMEM243 TOP3B TPD52 TRAF5 TRIB2 TSPAN13 TSPAN3 TUT4 UBIAD1 VEGFB VPREB3 WASF1 WDR74 ZBTB5 ZHX2 ZNF253 ZNF331 GSE10325_CD4_TCELL_VS_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10325_CD4_TCELL_VS_BCELL_DN ABCB4 ADAM19 ADAM28 ADK AIM2 ALOX5 ANXA4 ARHGAP17 ARHGAP24 ATP10D B4GALT1 BANK1 BASP1 BCL11A BCL7A BEND5 BLK BLNK BMS1P20 BTK C11orf24 CACNA1A CD180 CD19 CD1C CD1D CD200 CD22 CD24 CD40 CD72 CD79A CD79B CD83 CDK14 CHST15 CIITA CLCN6 CLIC4 CLIP2 COCH CR2 CXCR5 CYBB DDAH2 DENND3 DHTKD1 DNMBP DTX4 DUS2 DYRK4 EAF2 EHD3 ENTPD1 FADS3 FAM30A FAM3C FCER2 FCGR2B FCGR2C FCHSD2 FCRL2 GFOD1 GGA2 GM2A GNG7 GSE1 GUSBP11 H2BC12 H2BC12L HDAC9 HHEX HLA-DMA HLA-DMB HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB6 IFNGR2 IGHA1 IGHD IGHM IGKC IGKV1D-13 IGKV4-1 IGLJ3 IGLL3P IGLV1-44 IGLV3-19 IRAG2 IRF4 IRF5 IRF8 JCHAIN JUN KIAA0040 KMO LAMC1 LARGE1 LAT2 LHFPL2 LMO2 LTA4H LY86 LYL1 LYN MAP3K14 MARCHF1 MARCKS MEF2A MEF2C METTL7A MICAL3 MIR600HG MS4A1 MTSS1 MZB1 NCF1C NT5C OPN3 ORAI3 OSBPL10 P2RX5 PAX5 PCDH9 PDLIM1 PKIG PLAC8 PLCG2 PLEKHF2 PNOC POU2AF1 PRKCB PTPN6 PTPRK QRSL1 RAB30 RABEP2 RASGRP3 RFX5 RHBDF2 RHOBTB2 RHOQ RNASE6 RNF141 RRAS2 RUBCNL SCARB1 SCPEP1 SEL1L3 SETBP1 SH2B2 SHMT2 SIPA1L1 SKAP2 SLC15A3 SLC17A9 SLC2A6 SLC7A7 SMAGP SNX3 SP140 SPIB STAG3 STAP1 STX7 SWAP70 SYBU SYK SYNGR2 SYNPO TBC1D5 TBC1D9 TCF3 TCF4 TCL1A TCTN1 TFEB TIMELESS TLE1 TLR7 TPD52 TRAK1 TSPAN13 TSPAN3 TUBB6 VAV3 VPREB3 WASF1 YBX3 ZMIZ2 GSE10325_CD4_TCELL_VS_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10325_CD4_TCELL_VS_BCELL_UP AAK1 ACVR1 AK5 AKTIP ANXA1 AP3M2 APBA2 AQP3 ARL4C ARRB1 ATP10A ATP1A1 ATP2B4 ATP6V0E2 BCL11B BEX3 BLMH BMAL1 BNIP3 C1orf216 CALM1 CAMK2G CCL5 CCND2 CCND3 CCR2 CCR5 CCSER2 CD2 CD247 CD28 CD3G CD6 CDR2 CERK CHST7 CISH CLUAP1 CORO2A CPD CYB561 CYLD DEXI DNMT1 DOCK9 DPP4 DPYD DUSP7 DYRK2 EEIG1 FBXL8 FHL1 FKBP5 FLT3LG FYB1 FYN GATA3 GIMAP4 GIMAP5 GIMAP6 GNAQ GOLGA7 GPD1L GSTK1 GZMA GZMK HDAC4 HPGD ICOS ID2 IFITM1 IGF2R IL10RA IL11RA IL2RB INPP4A IPCEF1 ITGA6 ITK ITM2A ITPKB KLRB1 KLRG1 LCK LDHB LDLRAP1 LEF1 LEPROTL1 LGALS8 LIMA1 LINC00623 LPAR6 LRIG1 MAF MAL MGAT4A MICAL2 MLLT3 MT1F MT1X MYBL1 NACC2 NCALD NELL2 NHERF1 NOSIP OPTN P2RX4 PDE3B PDE4D PHACTR2 PIK3IP1 PIK3R1 PIM1 PIP4K2A PLAAT4 PLCG1 PLCL1 PLIN2 PLK3 PRDX2 PRF1 PRKACB PRKCA PRKCH PRKCQ PRMT2 PRORP PTGER2 PTPN13 PTPN4 PXN RAB33A RASGRP1 RCAN3 RGCC RGS10 RIC8B RNF144A RORA RPS6KA3 RUNX1 S100A4 SAMHD1 SELPLG SEMA4C SEMA4D SERINC5 SFI1 SH2D1A SH2D2A SIRPG SKAP1 SLC39A8 SOCS2 SPATS2L SRGN STAT4 STAT5B STOM STXBP1 SVIL TARP TBC1D2B TBC1D4 TGFBR3 TIAM1 TIMP1 TKTL1 TMEM123 TMEM30B TMEM43 TNFAIP3 TNFRSF25 TNFSF10 TNFSF14 TNFSF8 TNIK TOB1 TRAT1 TRAV8-3 TRBC1 TRBV10-2 TRDV2 TRPV2 TTLL1 TXK UBASH3A UPP1 URI1 VAMP5 VIM VPS26C WDR1 WDR82 WWP1 ZAP70 ZMYM6 ZNF277 GSE10325_CD4_TCELL_VS_LUPUS_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10325_CD4_TCELL_VS_LUPUS_CD4_TCELL_DN ADGRG6 ADGRV1 AIM2 ANXA10 APOL1 ARG2 ARHGEF3 ARID5B ATP5MF ATP6V1A B3GNT2 BCL2L14 BMP8B BRINP3 C18orf25 C1orf21 CAPN2 CAPZA1 CASP1 CASP7 CCR1 CD200 CDC5L CDCA3 CDY1 CEACAM1 CENPE CENPI CEP97 CLUAP1 COPS4 CREM CSTPP1 CXCL13 CYP2J2 DDC DDX60 DHX58 DUSP4 EIF2AK2 EIF5A2 FABP5 FANCA FAR2 FAS FBXO22 FCGR3B FHL2 FRZB GADD45A GBP1 GCH1 GJA1 GSE1 H2BC12 HDAC9 HERC2P3 HERC5 HERC6 HLA-B HLA-DQA1 HLA-DRB6 HNRNPA3P1 HNRNPD HTN3 ICA1 IFI16 IFI27 IFI30 IFI35 IFI44 IFI44L IFI6 IFIH1 IFIT1 IFIT3 IFIT5 IFITM1 IFNG IGKC IL12RB2 IL7 IRF4 IRF7 IRS1 ISG15 ISG20 KIAA0513 KIF18B KIF4A KLF10 KPNA3 LAG3 LAMA2 LAMP2 LAMP3 LAP3 LGALS3BP LIPC LRP8 MAP3K7CL ME2 MMD MRPL42 MT1E MT1F MT1H MT1HL1 MT1X MT2A MX1 MX2 MYD88 MYL6B MYO7A NMI OAS1 OAS2 OAS3 OASL PARP12 PCYT1A PFKP PHF11 PIAS2 PIK3R3 PLA2G7 PLSCR1 PMAIP1 PMCH PPIF PRPS2 PSMA6 PSMB9 PSME1 PSME2 PTH2R PTPN2 PTPN22 PTTG1 PTTG3P RAB11FIP1 RALA RASGRP3 RBCK1 REC8 RGS1 RNASE2 RPGRIP1L RSAD2 RTP4 SAMD9 SAT1 SELP SEMA3G SLC50A1 SNAPC3 SNRPG SOBP SOCS1 SP100 SP110 SPATS2L SPO11 STAMBPL1 STAT1 SYT11 TAP1 TAPBP TBK1 TFDP1 TFEC TLR3 TLR5 TMEM100 TMSB10 TNFSF13 TNIP2 TOX TRAFD1 TRIM21 TRIM22 TULP4 UAP1L1 UBB UBC UBE2L6 UBE2Q1 USP18 USP46 VANGL1 VRK2 WARS1 WSB2 XAF1 YARS1 YBX3 ZCCHC2 ZNF334 GSE10325_CD4_TCELL_VS_LUPUS_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10325_CD4_TCELL_VS_LUPUS_CD4_TCELL_UP ABCA3 ABCB1 ABLIM1 ADARB1 AGBL5 AK5 AKR1A1 AKR1B1 ALOXE3 ANGEL1 ANXA1 ANXA9 AP1S2 APOBR ARF4 ARFGAP2 ARRB1 ATXN7L3B BACH2 BAG3 BLTP2 BMPR1B BSCL2 BTG1 C11orf21 C2orf68 CAD CAMK2G CBLC CCNG1 CCR2 CCT8L2 CD247 CD37 CDC14A CEACAM21 CERK CLEC3B COL10A1 CRLF1 CSGALNACT1 CTSF CTSW CUX1 DBNDD1 DCAF10 DHPS DNAH17 DOT1L DPEP2 EEF1B2 EEIG1 EFNA4 EHD3 EIF3D EIF3E EIF3F EIF3H EIF3K EIF3L ERGIC3 EVI2A EVI2B FAH FBL FBP1 FBXW4P1 FGF9 FKRP FOXN3 FRAT1 GATA3 GK2 GPR183 GPX4 GPX5 GSS HADHA HOPX HSPA1A ID3 IGF2R IGFLR1 IL11RA INCENP IRS2 IRS4 ITFG2 ITM2C ITPKB KCNIP2 KIT KLRB1 LIAS LIN7B LINC00623 MACROD1 MAML3 MAP2K6 MED9 MEGF6 MLLT1 MSL2 MYG1 MYO6 NAALADL1 NCF1C NDRG2 NET1 NMUR1 NOSIP NRAP NRDE2 NRTN NT5E P2RX4 P4HTM PACSIN2 PAGR1 PAWR PDZD2 PFDN5 PIGQ PIK3R1 PLA2G15 PLK3 PLXDC1 POLR1E POMZP3 POU3F3 PPM1F PRDM16 PRM2 PTGES3 RAB40C RBMX RERE RFX1 RGCC RGL2 RIC8B RNASEL RNF130 RNF24 RPH3AL RPL10A RPL11 RPL18 RPL6 RPS17P5 RPS3 RPS5 RRP12 RSL1D1 SCTR SEC61A1 SEMA4C SERGEF SESN1 SGSM3 SLC16A10 SLC27A5 SLC35C2 SLC41A3 SLC43A1 SLC4A10 SORCS3 SPTSSA SSBP2 SSR2 ST13 SYNJ2 SYPL1 SYTL2 TACSTD2 TAF7L TCF20 TGM2 TOR1AIP1 TPPP3 TSFM TTC9 TULP1 UXT VEGFB VPS51 VSIG10 WFS1 ZBTB18 ZCCHC24 ZDHHC11 ZFP37 ZMAT3 ZNF212 ZNF324 ZNF395 ZNF671 GSE10325_CD4_TCELL_VS_MYELOID_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10325_CD4_TCELL_VS_MYELOID_DN ACTG1 ADGRE2 ADM ADORA2B ALDH2 ALOX5 ANXA4 APLP2 AQP9 ATP10D ATP6V0A1 BASP1 BCL6 BTK CARD9 CBFA2T3 CCDC88A CCR1 CD1C CD1D CD86 CDK2AP1 CDKN1A CDKN1C CEBPB CHST15 CLCN5 CLEC7A CLIC4 CLPB COL9A2 CORO1C CSF1R CSF2RB CTBP2 CTNNA1 CTSH CXCR2 CYBB CYP1B1 CYRIA DENND3 DGKG DHRS9 DSE DYSF EAF2 ENC1 ENTPD1 EPB41L4A-DT FAM110B FAM114A1 FCGR1BP FCGR2A FGL2 FGR FIG4 FTH1P5 GAB2 GCNT1 GFOD1 GM2A GRK3 GSN HCK HEXB HHEX HLA-DMA HLA-DMB HLA-DPA1 HLA-DPB1 HLA-DQB1 HLA-DQB2 HLA-DRB1 HLA-DRB6 HMGB3 HSBP1 HSPA6 HTRA1 ICAM1 IFI30 IFNGR2 IL13RA1 IL22RA1 IRF5 IRF8 ITGAM ITGAX KCNMB1 KMO KYNU LAT2 LHFPL2 LILRA2 LILRB3 LMO2 LRP1 LTA4H LY86 LYL1 LYN LYST MAP2K3 MARCHF1 MARCKS MEF2C MEGF9 METTL7A MSR1 MTMR11 MTMR14 MYD88 NAGK NCF1C NCF4 NCOA4 NFE2 NFKBIE NOTCH2 NPL NREP NUDT3 OAZ2 OPN3 ORAI3 OSBPL11 P2RX1 P2RY13 PADI2 PEA15 PHC2 PLAUR PLCG2 PLEK PLEKHO1 PLXNC1 PRCP PRKCD PSEN2 PTGS1 QPRT RAB31 RAB32 RAB5IF RBM47 REPS2 RGS2 RHBDF2 RHOQ RIN2 RNASE6 RNF141 RNPEP ROGDI RPH3A RUSC2 RXRA SAT1 SCARB1 SCPEP1 SCRN1 SERPINF1 SH3BP2 SIDT2 SIRPA SKAP2 SLC11A1 SLC15A3 SLC16A3 SLC17A9 SLC2A6 SLC31A2 SLC43A3 SLC6A12 SLC7A7 SNX10 SNX27 SPINT1 STX7 SUOX SYK TBC1D9 TESC THEMIS2 TLR5 TLR6 TLR7 TNFSF13 TNS3 TRAK1 TRIB1 TSPAN4 TUBB6 UPK3A VENTX VNN1 WARS1 YBX3 ZDHHC7 ZSCAN9 GSE10325_CD4_TCELL_VS_MYELOID_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10325_CD4_TCELL_VS_MYELOID_UP ADPRM AKT3 AKTIP ALDOC AMZ2 ANK3 ANKRD55 AP3M2 APBA2 AQP3 ARHGAP15 ARL4C ASF1A ASTE1 ATP6V0E2 BAG3 BCL11B BCL2 BCR BDH1 BEX4 BLMH BUB3 C12orf29 CCND2 CCNG1 CCSER2 CCT4 CD2 CD226 CD247 CD28 CD3D CD3G CD6 CD96 CDR2 CEP68 CFAP298 CISH CLEC2D CLUAP1 CYLD DENND2D DEXI DGKA DHRS3 DNAJB1 DNMT1 DOCK9 DPP4 DYRK2 EEIG1 EFCAB14 ENO2 ESYT1 EVL FAM162A FAM171A1 FAM50B FBLN5 FHIT FLT3LG GATA3 GIMAP5 GPA33 GPR171 GPX7 GVINP1 GZMK HIVEP2 HMOX2 HSPA8 ICOS IL11RA IL2RB IL32 INPP4B ITGA6 ITK ITM2A ITPKB KAT6B KIF2A KLHDC2 KLHL3 KLRB1 LANCL1 LCK LDHB LDLRAP1 LEF1 LEPROTL1 LINC00623 LPIN2 LPXN LRIG1 LRRN3 LTBP3 MAF MAL MAN1C1 MAST4 MGAT4A MLLT3 MRFAP1L1 MRPS30 MSH2 MYBL1 MYC NAE1 NCALD NCAPD3 NCK2 NELL2 NGRN NOSIP NUCB2 OPTN PBXIP1 PCID2 PEX3 PIGC PIK3IP1 PIK3R1 PIM1 PLAAT4 PLCG1 PLEKHB1 PLPP1 PLXDC1 PNMA1 POLR1E POLR3E PRKCA PRKCH PRKCQ PTPN4 PTPN7 RAB33A RALGDS RAN REXO2 RGCC RNF144A RORA RPA2 RSL1D1 RUVBL1 S1PR1 SAE1 SATB1 SFI1 SFXN1 SH2D1A SIRPG SKAP1 SLC2A4RG SLC39A8 SMYD2 SNRPF SOCS2 SOD1 SPOCK2 SRSF8 ST13 STAT4 SUPT3H SYNE1 SYNE2 TBC1D4 TCF7 TESPA1 TGFBR3 TKTL1 TMEM204 TMEM63A TNFRSF25 TNIK TPR TRAC TRADD TRAF1 TRAT1 TRAV8-3 TRBV10-2 TRDV2 TXK UBASH3A UFSP2 USP20 UXS1 WDR82 ZAP70 ZBTB25 ZEB1 ZMYND11 ZNF32 ZNF512B GSE10325_LUPUS_BCELL_VS_LUPUS_MYELOID_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10325_LUPUS_BCELL_VS_LUPUS_MYELOID_DN ACOT9 ACTB ACVR1B ADAP2 ADGRE2 AIF1 ALDH2 ALDH3B1 ANPEP APLP2 APOBEC3A APOBR ARHGAP26 ARHGEF10L ARHGEF40 ARRB2 ASB13 ASGR1 ATG7 ATP6V1B2 BEST1 BLVRA BLVRB C1orf54 C3AR1 C5AR1 CAMK1 CAP1 CARD9 CD163 CD36 CD93 CEBPA CEBPB CFD CFP CLEC4A CLEC7A CPD CREG1 CRISPLD2 CSF1R CSF3R CST3 CTBP2 CTSA CTSB CTSD CYFIP1 CYP1B1 DAPK1 DMXL2 DOK2 DUSP6 DYNLT1 EFHD2 EPB41L3 ETS2 FBP1 FCER1G FCGR1BP FCGR2A FCGRT FEZ2 FGL2 FHOD1 FLVCR2 FTL GAA GALC GLUL GNA15 GNAQ GNS GOLM1 HEBP1 HEXB HK1 HK2 HK3 HMOX1 HNMT HPSE HSBP1 HSPA6 IFNGR1 IGSF6 IL1RN ITGA5 ITGAM KCNJ2 KCNMB1 KCTD12 KIAA0513 KIAA0930 KLF4 LAMP1 LGALS3 LILRA1 LILRA2 LILRB1 LILRB2 LILRB3 LPAR6 LRP1 LST1 LTBR MACROH2A1 MAFB MAPKAPK3 MARCO MCOLN1 MICAL2 MILR1 MPP1 MSRB1 MYO1F MYOF NACC2 NAIP NCF2 NCOA4 NLRP3 NOD2 NPL OAZ2 P2RY2 PECAM1 PILRA PLAUR PLIN3 PLOD1 PLXNB2 PLXND1 PSAP PSTPIP2 PTPRE PTTG1IP QPCT QSOX1 RAB31 RAB32 RAC1 RAP2B RASSF4 RHOG RIN2 RNF130 RRAGD RTN4 RXRA S100A11 S100A4 S100A6 SAT1 SCO2 SDCBP SECTM1 SERPINA1 SIGLEC7 SIRPA SLC11A1 SLC16A5 SLC22A4 SLC27A3 SLC31A2 SLC36A1 SLC7A7 SLCO3A1 SMCO4 SPG21 ST3GAL6 STAB1 TALDO1 TBC1D2 TBC1D8 TBXAS1 TCF7L2 TGFBI TIMP1 TJP2 TLR2 TLR5 TMEM127 TMEM164 TNFAIP2 TNFRSF1A TNFRSF1B TPD52L2 TSEN34 TSPO TYROBP UPP1 VAMP3 VCAN VPS37C WDFY3 ZCCHC24 ZDHHC7 ZMIZ1 GSE10325_LUPUS_BCELL_VS_LUPUS_MYELOID_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10325_LUPUS_BCELL_VS_LUPUS_MYELOID_UP ABLIM1 ACYP1 ADAM19 ADK AGPAT5 AKR1B1 ALDH18A1 ANKRD28 ARID5B ARPC5L ARPP19 ASNS ATF7IP2 ATIC ATP2A3 BACH2 BANK1 BCAS4 BCL11A BLNK BMS1P20 C11orf80 CAD CCNB1IP1 CD19 CD69 CD72 CD79A CD79B CDC25B CDK5RAP2 CHD7 CLEC2D CTC1 CUTA DCTPP1 DIPK1A DLEU1 DNAAF5 DNAJC9 DPH2 DPH5 E2F5 EEF1B2 EEIG1 EHD3 FAM30A FAM3C FBL FCHSD2 FCMR FCRL2 FOXO1 GNG7 GOLGA8A GOLGA8B GPX7 GSPT2 GTF3A GUSBP11 HINT1 HLA-F-AS1 HMCES HMGN1 HTRA2 IARS1 IGHA1 IGHD IGHM IGKC IGKV1D-13 IGKV4-1 IGLL3P IGLV1-44 IL2RG IRF4 ISCU ITM2A ITM2C ITPR3 JCHAIN KIF20B LAS1L LBH LDHB LIG1 LRBA LSM2 LY9 MAGED1 MCM3 MCM7 MDC1 MDN1 MS4A1 NCOA3 NGLY1 NIT2 NKRF NOC3L NOL11 NOLC1 NPM1 NUCKS1 NUP88 ODC1 OXCT1 P2RX5 PAOX PARP1 PAX5 PCDH9 PDLIM1 PEBP1 PFAS PFKM PHLPP2 PIK3C2B PIM2 PJA1 PKIA PNOC POLR3E POU2AF1 PPP1R16B PPP3CC PRKD2 PRPS1 PTMA PTPN4 PTPRCAP PWP1 QRSL1 RANGRF RASGRP1 RASGRP3 RBBP7 RBM15 RCN2 REXO2 RFC4 RHOH RPL10A RPL35 RPS10P5 RPS5 RPSA RPUSD2 RRAS2 S1PR1 SEL1L3 SEPTIN6 SETBP1 SFMBT1 SIDT1 SINHCAF SKAP1 SLC25A38 SMC6 SMYD3 SNRPD2 SOD1 SP140 SPIB SPTBN1 SS18L2 ST6GAL1 STAP1 STK17A SUZ12 SYNE2 TCEA1 TCF3 TCF4 TCL1A TLE1 TMEM14A TMEM243 TP53BP1 TPD52 TRAF5 TRIB2 TRMT112 TSPAN13 TSPAN3 TTC27 TUT4 UBE2D2 UXT VPREB3 ZBTB25 ZHX2 ZNF107 ZNF253 ZNF85 GSE10325_LUPUS_CD4_TCELL_VS_LUPUS_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10325_LUPUS_CD4_TCELL_VS_LUPUS_BCELL_DN ABCB4 ADAM28 ADK AGPAT5 AKR1A1 ALCAM ALOX5 ATP10D B4GALT1 BANK1 BASP1 BCL11A BCL2L2 BEND5 BHLHE41 BLK BLNK BMS1P20 BTK BTN2A2 C11orf24 C11orf80 CACNA1A CBFA2T3 CD180 CD19 CD1C CD1D CD22 CD24 CD37 CD40 CD72 CD74 CD79A CD79B CD86 CDK14 CHST15 CLIC4 CLMN COBLL1 COCH COL9A3 CORO1C CSF2RB CTSH CYBB CYRIA DDAH2 DEF8 DENND3 DHTKD1 DNMBP DTX4 E2F5 EAF2 EHD3 FAM30A FAM3C FARP2 FCER2 FCGR2A FCGR2B FCGR2C FCHSD2 FCRL2 FGR FIG4 GGA2 GM2A GNG7 GRB2 GRK3 GRN GSE1 GUSBP11 HCK HHEX HLA-DMA HLA-DMB HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB6 HSPA6 IFI30 IGHA1 IGHD IGHM IGKC IGKV1D-13 IGKV3-20 IGKV4-1 IGLJ3 IGLL3P IGLV1-44 IGLV3-19 IRAG2 IRAK1 IRF8 ITGAE ITM2C JCHAIN KIAA0930 KMO KYNU LAMC1 LAT2 LILRB1 LILRB2 LRRK1 LY86 LYN MAP3K8 MARCHF1 MARCKS MBD4 MEF2A MEF2C METTL7A MS4A1 MZB1 NCF1C NCOA3 OPN3 ORAI2 OSBPL10 P2RX5 PAOX PAX5 PCDH9 PDLIM1 PIP5K1B PKIG PLCG2 PNOC POU2AF1 PRCP PRKCD PSEN2 PTPN1 QRSL1 RAB31 RASGRP3 RHBDF2 RHOQ RNASE6 RUBCNL SCN3A SCPEP1 SCRN1 SEL1L3 SETBP1 SH2B2 SHMT2 SIDT2 SIK1 SIPA1L3 SKAP2 SLC17A9 SLC2A6 SLC37A1 SLC7A7 SMC6 SNRNP25 SNX3 SPIB STAP1 STX7 SWAP70 SYK TAGLN TBC1D9 TCF3 TCF4 TCL1A TFEB TLE1 TNFRSF17 TNS3 TPD52 TSPAN13 TSPAN3 TUBB6 USP6NL VPREB3 VPS37B YBX3 ZBTB32 ZFTA ZNF532 GSE10325_LUPUS_CD4_TCELL_VS_LUPUS_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10325_LUPUS_CD4_TCELL_VS_LUPUS_BCELL_UP ABITRAM ACTN1 ACVR1 ADGRE1 ADTRP AKT3 AKTIP ANKRD55 ANXA1 AP3M2 APBA2 ARL4C ATP10A ATP1A1 ATP2B4 ATP6V0E2 B3GNT2 BAG3 BCL11B BEX3 BMAL1 CAMK4 CASK CCSER2 CD2 CD247 CD28 CD3D CD3E CD3G CD4 CD5 CD6 CDC25B CDR2 CERK CHST7 CISH CLUAP1 CPD CREBL2 CTLA4 CYB561 CYLD DGKA DHRS3 DNAJB1 DNMT1 DOCK9 DPP4 EEIG1 EPHX2 FAM171A1 FBLN5 FBXL8 FHIT FHL1 FYB1 FYN GALNT12 GATA3 GIMAP4 GIMAP5 GIMAP6 GMFG GNAQ GOLGA7 GPA33 GPR171 GSTK1 HDAC4 HECA HIVEP2 HK1 HSPA1L ICOS IL11RA IL32 IL6ST IL7R INPP4B IPCEF1 ITGA6 ITK ITM2A ITM2B ITPKB KDSR KIAA0513 KIF21B KLRB1 LCK LCP2 LDHB LDLRAP1 LEF1 LEPROTL1 LIMA1 LPAR6 LPIN2 LRFN3 LRIG1 MAF MAL MAN1C1 MAP7D1 MAPKAPK3 MAST4 MCUB MEOX1 MFNG MGAT4A MLLT3 MT1X NDRG1 NELL2 NFRKB NMRK1 NOSIP OPTN PBXIP1 PCSK5 PIK3IP1 PIK3R1 PIM1 PLAAT4 PLCG1 PLCL1 PLEKHB1 PLK3 PRKCA PRKCH PRKCQ PTGER2 PTPN4 PXN RAB15 RAB33A RAPGEF6 RBMS1 RETREG1 RGS10 RIOX1 RNF144A RUNX1 SELPLG SEMA4C SEMA4D SERINC5 SF3A1 SH2D2A SIGIRR SIRPG SKAP1 SLC8B1 SOD1 SPOCK2 STAT4 STAT5B STN1 STX2 SVIL TATDN2 TBC1D2B TBC1D4 TCF7 TESPA1 TIAM1 TIMP1 TMEM30B TMEM43 TNFRSF25 TNFRSF4 TNFSF8 TNIK TRAC TRADD TRAT1 TRAV8-3 TRBC1 TRDV2 TRIM16 TRMO TSPAN14 TXK UBAP1 UBASH3A UGP2 ULK2 UPP1 USP20 UXS1 WWP1 ZAP70 ZBTB25 ZCCHC14 ZMYM6 ZNF204P ZNF764 GSE10325_LUPUS_CD4_TCELL_VS_LUPUS_MYELOID_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10325_LUPUS_CD4_TCELL_VS_LUPUS_MYELOID_DN ACSL1 ADAP2 ADGRE2 AIF1 ALDH2 ALDH3B1 ANPEP AP1S2 APLP2 APOBEC3A APOBR ARHGEF40 ASAH1 ATP6V0B ATP6V1B2 BASP1 BCKDK BCL2L2 BID BLVRB BTK C15orf39 C5AR1 CAMK1 CCR1 CD14 CD36 CD74 CD86 CD93 CEBPA CEBPB CEBPD CFD CFP CHST15 CKAP4 CLEC4A CLEC7A CLIC4 CLMN CLPB COQ2 CORO1C CREG1 CRISPLD2 CSF1R CSF2RB CSF3R CST3 CSTA CTBP2 CTNNA1 CTSA CTSB CTSD CYBB CYFIP1 CYP1B1 CYRIA DAPK1 DENND1A DMXL2 DSE DUSP3 DUSP6 EIF4EBP1 EPB41L3 ERP44 FCER1G FCGR1BP FCGR2A FCGR3B FCGRT FCN1 FGL2 FPR1 FTL GAA GAB2 GAS7 GCA GLA GM2A GOLM1 GPX1 GRK3 GRN HCK HEXB HK3 HLA-DMA HLX HMOX1 HNMT HSBP1 HSPA6 IFI30 IFNGR1 IGSF6 IL13RA1 IL1RN IRF8 ITGAX JUP KCNJ2 KCTD12 KIAA0930 KLF4 KYNU LAT2 LGALS3 LILRA2 LILRB1 LILRB2 LILRB3 LMO2 LST1 LYN MAFB MARCHF1 MARCKS MARCO MEF2C MILR1 MPP1 MYOF NAGA NAGK NAIP NCF1C NCF2 NKIRAS2 NLRP3 NPL OGFRL1 P2RX1 PEA15 PECAM1 PILRA PISD PLAUR PLCG2 PLIN3 PLXNB2 PRKCD PSAP PTTG1IP QPCT RAB31 RAB32 RASSF4 RBM47 RHBDF2 RHOQ RIN2 RNASE6 RNF130 RNPEP RXRA S100A12 S100A9 SDCBP SECTM1 SERPINA1 SIGLEC7 SIRPA SLC11A1 SLC15A3 SLC27A3 SLC2A6 SLC31A2 SLC36A1 SLC43A3 SLC7A7 SMCO4 SNX10 SPG21 STAB1 SYK TBC1D8 TBXAS1 TFEC TGFBI TIMP2 TLR2 TMEM164 TNFAIP2 TNFSF13 TNS3 TOR4A TP53I3 TPD52L2 TPP1 TST TYROBP VCAN VPS37C WARS1 ZDHHC7 GSE10325_LUPUS_CD4_TCELL_VS_LUPUS_MYELOID_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10325_LUPUS_CD4_TCELL_VS_LUPUS_MYELOID_UP ABLIM1 ACAP1 AKT3 ANK3 ANKRD28 AP3M2 AQP3 ARID5B ASNS ATF7IP2 ATIC ATP2A3 B3GNT2 BACH2 BCL11B BCL2 BEX3 C10orf95-AS1 CAD CBR3 CBX7 CCND2 CCT4 CD2 CD247 CD27 CD28 CD3D CD3G CD6 CD96 CDC25B CDR2 CEP68 CHMP7 CLEC2D CTC1 DENND2D DEXI DIPK1A DNAJC9 DOCK9 DPH5 DPP4 DYRK2 ECHDC2 EEIG1 EIF4A2 EPHX2 EVL FAM171A1 FASN FBL FCMR FHIT FHL1 FKBP11 FLT3LG FOXO1 GARRE1 GATA3 GCC2 GIMAP5 GNB5 GOLGA8A GOLGA8B GPA33 GPR171 GPRASP1 GPX7 GRAP2 GSPT2 GTF3A HINT1 HIVEP2 HMCES HMOX2 ICOS IL16 IL2RB IL2RG IL32 ITGA6 ITK ITM2A ITPR3 JADE2 KIF21B KLHL3 KLRB1 LBH LCK LDHB LDLRAP1 LEF1 LTB LTBP3 LY9 MAGED1 MAL MAN1C1 MAST4 MLLT11 MLLT3 MPI MYBL1 NAE1 NCK2 NCL NELL2 NOSIP NPM1 NPRL2 OXCT1 P4HTM PASK PBXIP1 PDCD4 PEBP1 PHC1 PIK3IP1 PIM2 PJA1 PKIA PLCG1 PLEKHB1 PPP1R16B PPP3CC PRKACB PRKCA PRKCH PRKCQ PRKD2 PRORP PRPS1 PSIP1 PTPN4 PTPRCAP PURA RANGRF RAPGEF6 RASGRP1 RETREG1 REXO2 RHOF RHOH RIOX1 RPL10A RPL35 RPS10P5 RPSA S1PR1 SEPTIN6 SH3YL1 SIDT1 SIGIRR SINHCAF SIT1 SKAP1 SLAMF1 SLC25A38 SLC35E2B SLC38A1 SNRPD2 SOD1 SPOCK2 SPTBN1 SRSF8 ST13 ST6GAL1 STAT4 STAT5B SYNE2 SYNRG TATDN2 TBC1D4 TCF7 TESPA1 TGFBR3 TMEM204 TNFRSF25 TRAC TRADD TRAF5 TRAV8-3 TRBC1 TRIB2 TUT4 TXK UBASH3A UBE2D2 USP20 XPC ZAP70 ZBTB25 ZMYND11 ZNF32 ZNF512B ZSCAN18 GSE10325_MYELOID_VS_LUPUS_MYELOID_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10325_MYELOID_VS_LUPUS_MYELOID_DN ABCC10 ACP2 ACSL1 ADAM17 ADAR ADM ADO ADPGK APOL1 APOL6 AQP9 ATG7 ATOX1 ATP10A ATP2A2 C1QB CALM1 CALM3 CASP7 CBR1 CCL2 CCL8 CD63 CDC73 CDK7 CDS2 CEMIP2 CHST11 CRYZL1 CTBS CTSA CTSD CUL1 CXCL10 CXCL11 DDA1 DDX60 DESI1 DGUOK DHX58 DHX8 DPM1 DRAP1 EDEM2 EHD4 EIF2AK2 EMC7 EPB41L3 ERO1A F5 FAM168A FCGR1BP FFAR2 FLVCR2 FMNL1 FOLR3 GABPA GBP1 GID8 GIMAP4 GK GK3 GLG1 GM2A GMPR GNPDA1 GRINA GTPBP2 HERC5 HERC6 HESX1 HLA-A HLX HPRT1 IFI16 IFI27 IFI35 IFI44 IFI6 IFIH1 IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 IGF2R IGSF6 IL15RA IL1RN IRF7 ISG15 JUP KDELR1 KLF9 KMO KYNU LAIR1 LAMP1 LAP3 LDLR LGALS3BP LGALS9 LIMK2 LMNB1 LSM12 LY6E MAIP1 MAP7D1 MAPK1IP1L MAPK6 MARCO MCUB MED8 MFSD5 MICB MILR1 MT1F MT1H MT1X MT2A MX1 MX2 NAIP NIBAN1 NMI NRAS NUCB1 OASL PAFAH1B1 PANK4 PANX1 PARP12 PDPN PDSS1 PEF1 PHACTR2 PIM1 PKM PLEK PLIN2 PLIN3 PLSCR1 POMP POP4 PROSER1 PSMA6 PSME2 PSMF1 PTP4A1 QKI RAB8B RBCK1 RGL1 RNASEH1 RSAD2 RTP4 SCO2 SEC22B SEMA4D SERPING1 SHC1 SIGLEC1 SLC16A6 SLC25A37 SLC2A3 SLC38A2 SLC39A8 SNTB1 SP100 SPATS2L SPTLC2 SRP54 SRSF9 STAT1 STAT3 STEAP4 TAP1 TFEC TFG TMEM185B TMEM255A TMSB10 TNFAIP6 TNS1 TOP1 TOR1A TOR1B TRANK1 TXN UBE2K UBE2L6 UPP1 USP18 VRK2 VTI1B WWC3 XAF1 XBP1 ZCCHC2 ZNF410 GSE10325_MYELOID_VS_LUPUS_MYELOID_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10325_MYELOID_VS_LUPUS_MYELOID_UP ABCA12 ABCA4 ABCB4 ACADL ACOT11 ADARB2 AGXT AKAP4 ALDOAP2 AMBRA1 APOA1 APOB APOH ARHGAP6 ARTN ASPN B4GALNT1 BMP2 BRINP1 C1orf21 C22orf31 C22orf46P CA5B CACNA1D CAD CADM3 CALCB CAPN11 CASR CCT4 CD1C CDCP1 CDH8 CDX1 CELSR1 CETP CNNM4 COL10A1 COL13A1 CRIP2 CSN3 CTSE CTSF CUZD1 CYP2D6 CYP2J2 CYP4A11 CYP4F11 DCTPP1 DLG2 DNASE1L3 DRP2 EEF1A2 EIF4B ERC2-IT1 F2RL2 FAM86C1P FCER1A FGD1 FHL1 FLG GABRB2 GDF3 GEM GFAP GFRA3 GH1 GIP GJB4 GNAT1 GPD1 HLCS HOXD9 HRC HSPB7 HYAL1 HYI IL2 IL22RA1 IL25 IL37 IMPG2 IQSEC3 JMJD4 JPH3 KCNC1 KCNJ9 KHDRBS3 KLHL3 KLK7 KRT17 KRT18 KRT33B KRT6B KYAT1 LAMA2 LDB2 LENEP LGALS14 LIPG LMAN1L LRRC2 LRRC36 LUZP2 LYRM9 MAST2 MAST4 MC1R MLEC MSMB MTUS2 MYOM1 NBL1 NCAM1 NDRG2 NEBL NEK11 NES NLE1 NPAS2 NPPB NR0B1 NRXN2 NTN1 NTRK1 NXPE4 OCA2 OCRL ODAM P3H4 PABPC4 PCDHB12 PCSK1N PGAP3 PHF7 PIWIL2 PLA2G2D PLEKHG6 PPP1R3C PRDM12 PTGDR2 PTH1R PTP4A3 RAB11FIP3 RAB30 RAB6B RAD54L RAP1GAP RASSF9 REPIN1 RGS16 RHOF RNFT2 RPL12 RPL4 RPLP0 RPS3A RPS4X SARM1 SEPTIN11 SERPINB13 SIRT4 SLC17A9 SLC1A2 SLC22A17 SLC25A6 SLIT3 SMOX SOX14 SPAG6 SPAG8 SPRR2C SRPX2 STK16 SUV39H1 SYNJ2 SYT17 TAF4B TBC1D29P TM7SF2 TMEM177 TNMD TPO TRMT61A TSKU TUBA4B TULP1 TUT1 TYRP1 UBE2D4 UBE2O WDR4 WNT3 ZNF14 ZNF407 ZNF85 GSE10422_WT_VS_BAFF_TRANSGENIC_LN_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10422_WT_VS_BAFF_TRANSGENIC_LN_BCELL_DN ABHD14A ACADL ACYP1 AIFM2 ATP6V1D ATP8B4 BAHCC1 BAIAP3 BANK1 BMF BRMS1L BTG2 C3 CALD1 CAPG CCS CELSR1 CELSR3 CEP131 CERK CKB CLDN19 CLU CMA1 CNPY1 COL11A1 COL12A1 COL15A1 COLEC10 CPM CPSF3 CSRP1 CTHRC1 CTNNA2 CTSZ DCBLD2 DCLRE1A DIP2C DNASE1L2 DNASE1L3 DPY19L1 DSCAM EGFL6 EPS8L1 EREG ESYT3 FAM110A FAM110B FBH1 FRMPD1 FSD2 FZD4 GCM1 GIMAP4 GIMAP6 GIMAP8 GIPC3 GIPR GNGT1 GPR37L1 GPR55 GRHL3 GUCA1B H2BC26 HAPLN2 HOXB1 HPCAL1 HS3ST3B1 HSH2D IL20 IL25 IRAG1 ITIH2 JSRP1 KATNAL1 KCNK3 KDM8 KIF27 KLB MBD3L2 MDH2 MIR23B MIR301B MIR652 MYH11 NDUFA12 NLRC5 NRXN1 OSR1 PARP3 PAX7 PGAP2 POLD4 PPP1R3E PRSS41 RAB6B RBSN RCAN1 RCN3 RELL1 RNF144A RPL18 RPL26 RPL34 RPL8 RPLP0 RPS15A RUNDC3B S100A11 SFXN2 SHF SIRPA SLC29A2 SMPX SPECC1 SPRY4 STOML2 SYNPO TFF2 TGM3 TIMP3 TMEM63C TRAPPC3L TRAPPC6A UBE2S USHBP1 WSCD1 ZFYVE19 ZMYND10 GSE10422_WT_VS_BAFF_TRANSGENIC_LN_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10422_WT_VS_BAFF_TRANSGENIC_LN_BCELL_UP ACACA ACAP3 ACP3 ACSF2 ADAL AK3 AKAP11 ALDH5A1 ALG2 ALPK1 ANGPTL2 ANKS3 AOC2 ARID5B ARL4C ATP2A3 B3GALT2 BCKDHB C5orf63 C6orf118 CAPN1 CASC3 CCDC88A CCNL2 CD3G CD81 CDCA7 CIPC CMAHP CNGA1 CNOT10 CPNE4 CSGALNACT2 CYRIA DAPK3 DAZAP1 DCAF8 DENND6A DEPDC5 DFFA DMRTC1B DNAJC10 DPP7 DPYSL2 DTWD1 DYNC2H1 EEIG1 EHMT2 EIPR1 ERLIN2 ETV3 FAAH FAM234A FGD6 FKBP15 FOXP4 FRY FUT8 GABRG2 GATA3 GCLC GNB4 GNG10 GPD2 GTDC1 H1-0 HDAC4 HELB HNRNPL HNRNPUL1 HSD17B7 INSIG1 IRF2BPL IST1 ITPKB JAK1 KIF1C L1CAM LHFPL3 LIMK2 LRATD2 LRRC8A LRRC8B LTN1 LYSMD1 MAP4K5 MAPK6 MATN2 MCOLN3 MIR340 MOGS MTG2 MTMR3 MTSS1 NAA60 NAT10 NCKAP1L NOL6 NUB1 OLFM5P OSBPL11 OTUD5 PABIR2 PAN2 PAQR7 PCCB PCMTD2 PCNX3 PDE4D PDPK1 PDZD8 PELP1 PHYHIP PMAIP1 PMS2 POFUT1 PPIP5K1 RAB3D RANBP3 RBCK1 RBM22 REEP5 RETREG2 RPRD2 SBF1 SCARNA13 SCG3 SCPEP1 SEMA4D SEMA4F SEPTIN9 SF1 SH3BP5 SIGIRR SLC19A2 SLC39A9 SMAD5 SMIM7 SMPD1 SMYD2 SPPL2B SQOR STAU2 STIMATE STRIP1 STRN4 STX2 SUN1 SUSD2 SYNJ1 TAF5 TARBP1 TBC1D10B TBC1D22B TCEAL8 TET1 TGFBR3 TIMM22 TLE3 TMEM107 TMEM134 TMPRSS11GP TPM3 TTBK2 TUBG2 UBA1 UBE2O UBE4A UBR5 UPF1 VIM WDR37 WDR76 WDR83OS ZBTB34 ZC3H4 ZDHHC8 ZFP36L2 ZFYVE26 ZRANB1 GSE10463_CD40L_AND_VA347_VS_CD40L_IN_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10463_CD40L_AND_VA347_VS_CD40L_IN_DC_DN AARSD1 ABCC6P1 ADAM3A ADAMTS15 ADAMTSL2 ADAMTSL4-AS2 ADCK2 ADGRG7 ADRA1D ADRB2 AK4 ALDH3A1 ARHGAP22 ARHGEF17 ARPIN ARRDC1-AS1 ASB5 ATP1A4 ATP6V0E2 BCL11A BTBD8 C11orf80 C2orf15 C8B CAMTA2 CCDC142 CCDC144A CCDC157 CCDC28B CD160 CES4A CLDN1 CLDN15 CNOT7 COL20A1 COL4A4 CRACR2B CRB3 CREB3 CSTF3-DT CTSH DAPL1 DBP DCBLD2 DENND1B DHH DLX1 DND1 DOCK10 DUSP26 ECH1 EFHB EGOT ENSG00000178836 ENSG00000237870 ENTREP3 EPAS1 EPN1 ERBB3 FAM153A FAM230C FAM24B FBXW8 FGF14-AS2 FMOD GCNT2 GJB3 GPR37L1 GPX3 GRPEL1 GTF3A H2BC3 HMGA2 HROB HVCN1 IFNB1 IMP4 INHA INMT ITIH6 KAAG1 KCNC4 KCNF1 KCTD15 KLHL13 KLRG1 KNDC1 KRBOX1 KRT16 LFNG LINC00623 LZTS1 MBD3L1 MICAL1 MPP1 MRM3 MRPL24 MRPS27 MS4A7 MST1R MTHFS MXRA8 MYH4 NEU2 NEU3 NFATC4 NLGN2 NPAS3 NPNT NRAD1 NSFL1C NTN5 NUBP2 OR2K2 PAM16 PANX3 PARP8 PATE1 PDE11A PKN3 PLAAT1 PLAC9 PLEKHA2 PPP1R2C PRMT1 PSG6 PTPA PTPRB PTPRU PWRN1 RAMP1 RASGEF1A RASGRF1 RBBP8NL RBMY3AP REN REPIN1 RIOX1 RIPPLY2 RPL12 RPS29 SEPTIN4 SERPINF2 SKIDA1 SLC22A17 SMAD6 SMC5-DT SMIM1 SMIM17 SMTN SMTNL1 SNORD123 SNX20 SPAG17 STPG3-AS1 SURF2 SYP TARP TCF24 TDH TF THY1 TINCR TLR3 TMEM102 TMEM109 TMEM174 TMEM255B TNFSF11 TRAM2-AS1 TRBV27 TRG-AS1 TRIM31 UGT2B15 USP5 UST VCAM1 WBP2NL WDR75 WNK4 ZC3H15 ZDHHC1 ZFHX2 ZNF213 ZSCAN30 GSE10463_CD40L_AND_VA347_VS_CD40L_IN_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10463_CD40L_AND_VA347_VS_CD40L_IN_DC_UP AATK ABCB4 ABHD12 ADPRM AHRR AQP11 ARCN1 ARMC2 ATF3 ATP8A1 BCR BIN1 BLMH BRPF3 C17orf78 C3orf36 C5orf47 CALCA CALHM5 CATSPER2 CCDC7 CCNYL1 CD96 CDAN1 CEP85 CFP CLDN16 CLK4 COL6A3 CPVL-AS2 CRNKL1 CSRNP1 CTAGE1 CTNNA3 CTNNAL1 CXCL8 CXXC1P1 CYP1B1 CYP4B1 DESI2 DGKH DGKI DLGAP4 DLGAP5 DNAJB4 DONSON DPY19L4 DTWD1 DUSP4 EIF3A ENG EPCAM ERO1B EVPL FAF2 FAM3C FBXO11 FCMR FCRLA FENDRR FERMT3 FRY GNG11 GOLGA4 GSTCD GYG2 HAPSTR1 HAUS6 HDAC1 HEPH HK2 HOOK3 IKBKB IL19 IL20RB ILF2 INPP4A IQCE ISM2 JPH1 KCNK2 KCP KIAA0930 KLK12 KTI12 LACC1 LINC00342 LINC00622 LINC01597 LINC02910 LMBR1 LPXN LRATD1 LRG1 MAFF MAGEC2 MAMSTR MAP1LC3B MAP3K20 MCF2 MED24 METTL4 MKLN1 MYLK4 MYO1B NCBP3 NEDD1 NFE2L2 NOTCH1 PADI1 PAMR1 PCOLCE PDE4D PDGFC PELI2 PEX12 PI3 PITPNM2 PLEKHO1 POLB POLE PPFIA1 PPP6R3 PRRG1 PTEN PTGER2 RAI2 RCAN3 RFC3 RNF24 RNF8 SCP2D1 SEC62 SECTM1 SEPHS2 SERINC1 SERPINA7 SFT2D3 SHC1 SKIC3 SLC25A20 SLC25A37 SLC30A9 SLC7A10 SLC9A9 SMAD2 SMAD4 SMAP2 SMG6 SPATA4 SPIN4 SPRR3 SPTLC1 SRL STK24 STXBP5 TAS1R1 TBC1D19 TBC1D25 TFE3 THBS1 TIPARP TIRAP TJP2 TMEM259 TNIK TPST2 TRAF4 TRIM16 TTLL6 TXLNB UHMK1 USP37 VEGFA VIPAS39 VXN XYLT1 ZBTB6 ZFAND5 ZFHX4 ZNF200 ZNF225 ZNF253 ZNF273 ZNF44 ZNF45 ZNF571 ZNF614 ZNF624 ZNF668 ZNF700 ZNF747 ZNF831 ZSCAN18 ZSWIM5 GSE10500_ARTHRITIC_SYNOVIAL_FLUID_VS_HEALTHY_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10500_ARTHRITIC_SYNOVIAL_FLUID_VS_HEALTHY_MACROPHAGE_DN ACVR2A ADGRB3 AHI1 AKAP11 ALDH5A1 ANKS4B APPL1 ARHGAP12 ARID5B ARL13A ATP6V0E2 ATP8A1 ATXN1L BMPR1A C19orf38 CD302 CDC42BPB CEP76 CERS6 CHMP3 CIR1 CMAHP CPNE4 CPPED1 CRAT CREBL2 CRNKL1 CST3 CTNNA1 CTSL CXCR2 CYBRD1 CYP2E1 CYP39A1 DDHD2 DNM3OS DPP4 DST DYNC1H1 EHMT2 ESM1 EXOC6B F9 FAM120B FAM156A FATE1 FBXL12 FRMPD4 FUT10 FYCO1 GK5 GOLM2 GOPC GREB1 GTPBP6 H1-2 HDAC8 IFT88 IL18BP IL18R1 IL23R INSIG2 IPO11 ITPR2 KCNIP4 KIF16B KYAT3 LCA5 LRGUK MAPK10 MAPK12 MBLAC1 MBNL1 MIR421 MPP7 MTREX MTX3 MXRA8 NDRG1 NFE2 NOTCH1 NUB1 OLFML3 PAOX PDE12 PDE1A PDIA2 PGRMC2 PHACTR2 PKD1 PLA2G4F PLEKHA8 POFUT1 PON3 POU5F2 PRKAB2 RALGAPB RANBP9 RBM33 RETSAT RICTOR RNF14 RO60 RSBN1 RWDD3 SCG5 SCPEP1 SERPINI1 SIDT1 SLAMF6 SLC10A2 SLC18A2 SLC20A1 SLC37A1 SLC4A1AP SLC4A5 SMYD3 SNX14 SNX16 SPATC1 STAU2 SV2A SYNJ1 SZT2 TBC1D19 TCEAL1 TDGF1 TFB2M TKTL1 TMEM183A TMEM87B TMSB10 TNKS2 TTC28 USP24 UTRN WDR13 ZAN ZC2HC1C ZC3H12D ZDHHC23 ZFP1 ZFYVE26 ZMYM5 ZNF512B GSE10500_ARTHRITIC_SYNOVIAL_FLUID_VS_HEALTHY_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10500_ARTHRITIC_SYNOVIAL_FLUID_VS_HEALTHY_MACROPHAGE_UP ABHD14A ACADL AGPAT4 ANAPC7 AP2S1 ASB1 ATF7IP2 ATP5MF ATP6V0D2 ATP6V1A BRD9 BSPRY C18orf32 CASP3 CDK6 CENPA CERK CKB CLPTM1 CNBP CNPY2 CORO2B COX5A CPM CPT2 DAD1 DESI1 DNAAF4 DPH2 DUSP5 EEF1B2 EEF1D EIF3I EIF3K EIF4EBP1 ERO1A FAU FNDC8 FOS FOSB GALNT13 GIMAP1 GLT8D2 GNA13 GPD1L H2AZ2 H2BC14 H2BL1P H4C3 HBEGF HMMR HNRNPA3 IL10RA ISLR ITGA5 ITGAV ITPRIPL1 JOSD2 KCTD5 KDM8 KIF11 KLF10 KLRG1 LAMTOR5 LANCL1 LPIN1 LSM4 LYRM2 MAGED2 MAGEE1 MFSD14B MIER3 MIR30A MIR665 MPC1 MRPL15 MRPL36 MSLN MVD MXD1 MYH7 MYOT NDUFA4 NDUFA9 NHP2 NSA2 NT5C NUP54 OCIAD1 PFDN6 PGAM1 PGAP2 PGPEP1L PHF5A PIGV POLR1C POP7 PSMB3 PSMB9 PSME3IP1 PTMA PTPRVP QDPR RAB7A RELL1 RILPL2 RN7SK RPL10A RPL11 RPLP1 RPS3 RRM1 RTKN S100A6 SCGB1C1 SDE2 SDHB SH3TC2 SHCBP1 SLBP SLC43A1 SMPX SMYD1 SNRPD1 SOD1 SPAG5 SPCS1 ST3GAL5 STMN1 STRN SUCLG2 TAS1R2 TASP1 TBCB TEX101 TIMM10 TIMM17A TNFRSF9 TOP1 TOP2A TRAM1 TRMT10A TSPAN13 TXNL4A TXNRD1 UNC119B UQCRH USP44 VAMP8 VARS1 WHRN XRCC6 ZBBX ZMYND8 ZP1 GSE10856_CTRL_VS_TNFRSF6B_IN_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10856_CTRL_VS_TNFRSF6B_IN_MACROPHAGE_DN AARSD1 ACADM ACER3 ACSS3 ACTN1 ACTR6 ADAL ADARB1 AGXT2 AIMP2 ALKBH6 APOBEC4 ARL1 ASB14 ASB5 ATIC ATP5MK ATXN10 B3GLCT BCCIP BFAR BLOC1S4 BPNT2 BRF2 C1orf109 C1orf54 C2orf74 CADM2 CALN1 CCAR2 CD52 CDC26 CDC27 CDH11 CDK7 CENPV CEP57L1 CFAP47 CIB1 CMAS COPZ1 COX6B2 COX7A2 COX7B CRIPT CRLS1 CTNNAL1 CYB561D1 CYLC2 CYP1A1 DCUN1D5 DEFB132 DERL1 DERL2 DGUOK DHX29 DNAJC24 DPPA5P4 DUS2 E2F6 EBNA1BP2 ECH1 ELOC ENTHD1 FAM131A FAM13B FAM78B FBXO15 FH FLNB FUT3 FYN GALNT12 GMPS GNPNAT1 HILPDA HM13 HMGB3P1 HOXB6 HOXC11 IPP IQCF5 ITGB1 JMJD6 KBTBD8 KLK7 KNSTRN LARP1B LAYN LINC00592 LINC00667 LINC00968 LINC01010 LINC01348 LINC02483 LINC02893 LINC03007 LINC03043 LNPK LONRF3 LRP6 LTV1 LYPLA1 MAGEA5P MAPK6 MATK MBLAC1 MCTS1 MDGA2 MEIS1 MESD METTL22 MRPL39 MRPS18C MRPS26 MTAP MUC2 MYBBP1A MYL11 MYO1E NAT1 NDUFA5 NIBAN1 NIP7 NMB NMNAT2 NOP56 NUS1 PAPSS1 PHLPP2 PIP4K2C PMAIP1 PON1 PRIM1 PSMA4 PSMC3 PTCD2 PTPN1 PUS1 RAB23 RANBP3L RASAL2 RBM14 RHOBTB2 RHOF RMDN2 RRS1 RYR3 SCO1 SIGLEC17P SIGLEC6 SLC22A4 SLC22A5 SLC25A15 SLC25A25 SLC25A35 SLC30A5 SLC35A2 SLC50A1 SLX9 SMCO4 SNAPC5 SPATS2 SPSB1 SRPRA SRPRB SSBP3 STAG3 STX4 SUSD2 SYTL1 SYVN1 TAOK3 TAP2 TEFM TFB2M TIMM21 TMC6 TMCO3 TMEM38B TMEM69 TMEM91 TOR1B TRIAP1 TTC8 TUBE1 UBA2 UBE2NL UCHL5 UNK XIRP2 XPO4 ZBTB21 ZFAND6 ZNF407-AS1 GSE10856_CTRL_VS_TNFRSF6B_IN_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE10856_CTRL_VS_TNFRSF6B_IN_MACROPHAGE_UP ABCC5 ABL1 ADAMTS18 ADI1 ADORA3 ANGPTL8 AP1B1 AP2A2 APBA1 APOBEC3A APPL2 ARHGAP26 ARHGAP9 ARHGEF18 ASIC3 ATOSA BASP1 BRI3 BTBD2 C1orf127 CALM3 CAMKK2 CAMLG CAPG CAPZB CBX1 CCNL1 CD37 CERT1 CFAP90 CHST14 CLCN5 CNOT2 CNPY3 COL12A1 COLEC12 COMMD5 CROCCP2 CSF2RA CTSA CTSC CUEDC2 CYRIA DAPK1 DAZAP2 DCANP1 DEF6 DUSP3 ECHDC3 EIF4A2 ERBIN FAM117A FAM50B FARP1 FCGR2A FMN1 FOLR2 FXYD6 GARRE1 GAS6 GIMAP5 GNAI2 GPBAR1 GSAP GSK3B GVINP1 HBE1 HCK HLA-DQB1 HNRNPUL1 HOMER3 HOOK2 HPSE HS3ST2 HTR3B IL11 INPP4A INPP5B IQSEC2 IRF8 KAT7 KCNMB4 KDM2A KIF18A KRBOX4 KSR1 LINC02145 LMTK3 LPCAT1 LRCH3 LRRK2 LSS LYRM9 MAEA MAML3 MAP3K1 MARCHF8 MCAM MPPE1 MTRFR MTSS1 NBPF10 NCAPD3 NEU1 NHERF1 NISCH NLN NLRP12 NOD2 NPDC1 NR2C2 NRM NUDT14 NUP50 NXF5 OLFML2B OR6B1 ORAI2 P2RX7 PCAT4 PEX5 PHACTR4 PIAS1 PID1 PIK3IP1 PLAU PLEC PLEKHB2 PLPP6 PLXND1 PMF1 PPOX PSAP PYGL RCVRN RHOBTB1 RIPOR1 RNASE6 RNF130 RNF146 RNF213 RPLP2 RSRP1 SEMA4D SENCR SEPHS2 SIDT1 SLBP SLC46A3 SLC66A2 SLC6A16 SMAP1 SMAP2 SNX20 SPACA7 SPATA6 SPEN-AS1 SRGAP3 TAF5 TESC THOC6 TIFAB TINF2 TMEM65 TNFAIP2 TNFAIP8 TNFRSF8 TPP1 TRIM4 TTTY6 UBA52 UBXN1 USP51 WDPCP WNT6 XPO6 ZBTB39 ZC3H11A ZFAND5 ZFTA ZMYM2 ZNF14 ZNF397 ZNF565 ZNF581 ZSWIM6 ZZZ3 GSE11057_CD4_CENT_MEM_VS_PBMC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11057_CD4_CENT_MEM_VS_PBMC_DN ABHD5 ACSL1 ADA2 ADAMTSL4 ADGRE2 ALOX12 ANXA4 AOAH APLP2 APOBR ARHGAP27 ARSB ASAH1 ASAP2 ATP6V0A1 ATP6V1A B3GNT5 B4GALT6 BACH1 BMP2K CARD9 CATSPER1 CCDC88A CD160 CD163 CD180 CD19 CD9 CEBPA CEBPB CES1 CFD CFP CLIP2 CMKLR1 CPA3 CPNE5 CPPED1 CTSZ CXXC5 CYFIP1 CYRIB DGAT2 DGKG DPYSL2 DRAM1 DUSP3 DUSP6 DYSF EFHD2 EPB41L3 F13A1 FBN2 FBP1 FBXL5 FCGR2C FCGRT FEZ2 FMNL2 FPR2 GALNT2 GBGT1 GFOD1 GLA GRINA GSE1 GSTP1 HDAC9 HLA-DOA HVCN1 IFNGR2 IGHD IGKC IGKV1D-13 IGKV4-1 IGSF6 ITPRIPL2 JAK2 JUP KCNMB1 KIAA0513 LAPTM4A LGALS2 LILRA6 LILRB3 LINC00968 LTA4H MACROH2A1 MAN2B1 MCTP1 MEIS1 METRNL MLC1 MTMR11 MXD1 MYCL MYD88 NADK NAGK NCEH1 NEXN NUDT16 OAF OGFRL1 OLIG1 OS9 OSBPL5 OSCAR PAX5 PCTP PDGFC PDLIM1 PICALM PIP5K1B PLEK PLOD1 PLXNB2 PLXNC1 PLXND1 PRCP PRKAR2B PRKCD PTAFR PTGS1 PTPRE RAB24 RAB32 RAB3D RASGRP4 RB1 REPS2 RHBDF2 RHOQ RNASE2 RNASE6 RNF13 RNF144B RP2 RTN1 RUBCNL RXRA SCPEP1 SECTM1 SEMA4A SESTD1 SETBP1 SH2B2 SH3BP2 SIDT2 SIRPB1 SLC15A3 SLC22A15 SLC31A2 SLC37A2 SLC7A7 SMIM14 SNAP23 SNX2 SORT1 SPARC SPI1 SPOCK1 SRGN STARD3NL STXBP2 SUSD1 SYNGR1 SYT17 TBC1D8 TDRD9 TET3 TFEB TKT TLR4 TLR6 TM6SF1 TM9SF2 TMEM121B TMEM154 TMEM170B TNFSF13 TNFSF15 TOR4A TRPM2 TTYH3 UNC93B1 VNN2 WDFY4 WDR11 XK ZDHHC7 ZFHX3 ZNF185 ZNF385A ZNF710 GSE11057_CD4_CENT_MEM_VS_PBMC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11057_CD4_CENT_MEM_VS_PBMC_UP ABCC1 ABCC10 ABHD14A ABI2 ADSL AGFG2 AMMECR1 ANKH ANKLE2 ANKRD12 APBA3 ARFIP2 ARID5B ASH1L ASXL1 ATP6V0E2 ATXN7L1 BAG3 BATF BCKDHB C11orf68 CACTIN CBR3 CBX7 CD2 CD27 CD274 CD5 CD6 CD84 CDR2 CDRT4 CHD3 CLPP CNST COQ10A DALRD3 DCP1A DDX24 DDX42 DDX56 DEXI DGKA DIS3L2 DNAJC16 DOCK9 DYRK2 ECHDC2 EDC4 EDEM1 EHD1 ENSG00000284691 EPB41 EPHA4 ESF1 ESYT1 FAM107B FAM117A FBXL8 FBXW7 FGD3 FNBP1 GALNT12 GATA3 GLG1 GOLGA7B GPR183 GPR55 HAPLN3 HECA HINT1 HIVEP2 HMOX2 HNRNPLL HSPB1 IFFO2 IGSF9B IL11RA IPCEF1 IPO5 ISG20 ITGA3 ITK ITPKB ITPR3 KIAA0586 KLHL22 KMT2A LCK LEPROTL1 LIME1 LINS1 LNPEP LPCAT4 LRIG1 LRP8 LRRC8A LY9 MAD1L1 MAF MAL MAP3K14 MAP4K1 MAP4K2 MAPK13 MARCHF9 MAST4 MDN1 MLLT3 MORC4 MPRIP MRPL38 NCDN NFRKB NIPAL3 NOP56 NOSIP NSMCE4A NSUN5P1 OCIAD2 OPTN PACS1 PAG1 PATJ PBX4 PBXIP1 PCNX2 PELP1 PHACTR2 PHC1 PHF1 PHF3 PIEZO1 PIK3IP1 PLCG1 PP7080 PRDX2 PRKCQ PRMT7 RAB43 RASGRF2 RBFA REXO2 RFNG RHBDD2 RHOF RHOH RNF214 RNFT2 RUNX1 S1PR2 SEPTIN1 SERGEF SGF29 SIGIRR SLAMF1 SLC25A23 SMYD2 SPIN3 SPOUT1 SSRP1 STAT5B STING1 SUPT20H SUSD3 TBC1D4 TCF20 TCF7 TECPR1 TENT4A THAP4 TJP3 TLE5 TMEM116 TMEM14A TMEM63A TNIK TNKS1BP1 TOX2 TP53I13 TRBC1 TRIB2 TRIM16 TRIM62 TTC9 UBASH3A USP20 USP47 UTP4 VOPP1 WDR59 WWP1 XPC ZFP90 ZNF251 ZNF335 ZNF575 ZNF862 GSE11057_CD4_EFF_MEM_VS_PBMC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11057_CD4_EFF_MEM_VS_PBMC_DN AATBC ACER3 ACRBP ACSL1 ADA2 ADAMTSL4 ADGRE2 ANP32A AOAH APLP2 AQP9 ARPC3 ARPC5 ARSB ASAH1 ASCL2 ASGR2 ATP6V0A1 ATP6V1A ATP6V1B2 ATP8B4 B3GNT5 BLNK BLVRB BMP2K BMP6 BNIP3L C15orf39 C9orf72 CARD9 CAT CATSPER1 CCDC88A CD160 CD180 CD244 CD300C CD300LF CD74 CD79A CD9 CDK2AP1 CEBPB CFD CORO1C CREG1 CRISPLD2 CTSZ DAPK1 DAPP1 DGAT2 DPYD DUSP6 DYSF EPB41L3 FBXL5 FCGR2C FMNL2 FNDC3B FTH1 FTL GABARAP GAS7 GBGT1 GFOD1 GLT1D1 GNGT2 GPX1 GRINA GRK3 GSTP1 H2AC6 HAL HDAC9 HK3 HLA-DMB HLA-DOA HVCN1 IFNGR2 INSR IRAG2 ITGAX JAK2 JUP KDM1B KIAA0513 LAPTM4A LGALS2 LILRB3 LINC00968 LTA4H LYST LYZ MACROH2A1 MEF2A MFSD1 MGST1 MLC1 MS4A7 MTURN MXD1 NADK NAGK NAPSB NEXN NFAM1 NFIL3 NME8 NOTCH2 OAZ1 OAZ2 PCTP PDGFC PDLIM1 PEA15 PGD PIP5K1B PLEK PLOD1 PLSCR1 PLXDC2 PLXNB2 PLXNC1 PRCP PRKAR2B PRKCD PSAP PTGS1 PTPRE RAB20 RAB24 RAB3D RGS18 RHOQ RNASE2 RNASE6 RNF130 RTN1 RXRA SAMD4A SCPEP1 SDCBP SESTD1 SETBP1 SH2B2 SH2D1B SIGLEC5 SIGLEC9 SLC15A3 SLC22A15 SLC2A6 SLC31A2 SLC37A2 SLC7A7 SLFN12 SNAP23 SNN SORT1 SPARC SPI1 SPRED1 SPTSSA SRGN ST20 STX7 SYK SYT17 TALDO1 TBC1D8 TCF4 TET2 TET3 TKT TLR2 TLR4 TM6SF1 TMEM170B TMEM40 TNFRSF8 TNFSF13 TP53I3 TPP1 TRAK1 TREM1 TRIO TRPM2 TTYH3 UNC93B1 WDFY4 WDR11 YWHAG ZDHHC7 ZNF185 ZNF385A GSE11057_CD4_EFF_MEM_VS_PBMC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11057_CD4_EFF_MEM_VS_PBMC_UP ACAT2 ACE ADSL AFDN ALDH6A1 AMMECR1 ANK3 ANKH ANKRD12 ANO9 APRT ARHGEF5 ARID4B ATG9B ATIC ATP1A1 ATP8B2 ATXN7L1 BAG3 BDH1 BICDL1 BIN1 C3orf18 CAB39 CAMK2G CASK CASP6 CBX7 CCDC107 CCDC57 CCDC85C CCND2 CD2 CD3D CD5 CD59 CD6 CD96 CEP85L CFAP36 CHMP7 CNST CXCR3 CYB561D1 DANCR DBP DGKH DNAJB1 DNAJC19 DOCK9 DYRK2 ECHDC2 EDEM1 EEF1A2 EGLN2 EML4 EPB41 EPHA4 EPS8L2 ESYT1 EVL FAAH2 FAM117A FAM171A1 FBLN7 FBXL8 FLT3LG FXYD5 GALNT12 GATA3 GOLGA7B GON4L GPR171 GSTK1 GTSF1 HAPLN3 HECA HINT1 HMOX2 ICAM2 IL10RA IL23A ITK ITM2A ITPKB ITPR3 JADE1 KIF22 KLHL36 LANCL1 LDOC1 LIME1 LIN52 LINC00910 LRATD2 LRIG1 LSR LYSMD4 MAF MALT1 MAP3K14 MAST4 MB21D2 MEGF6 MFHAS1 MLF1 MLLT3 MORC4 MRPL41 MTHFD1L NAE1 NECTIN3 NFRKB NIPAL3 NMT2 NOL7 NOSIP NPDC1 NSUN5P1 NUDCD3 OCIAD2 OPTN PAG1 PBX4 PBXIP1 PCNX2 PELP1 PEX16 PHACTR2 PHF1 PHTF2 PIM1 PINX1 PLCD1 PLCG1 PNMA1 PP7080 PPP2R1A PRIM1 PRMT7 PTGER2 RABEPK RASGRF2 RASGRP1 RFESD RGCC RNF126 RNF157 RPAP2 RPS6KA5 RPSA RPUSD2 RUNX1 RUVBL1 SEC11C SEC22C SEPTIN1 SFMBT1 SFXN2 SIGIRR SLAMF1 SLC25A38 SLC35F2 SLC39A13 SLC39A8 SMYD2 SNHG1 SNRPD2 ST3GAL1 ST8SIA1 STAT5B STMN3 STOML2 SUSD3 SVIP TAF9B TBL1XR1 THUMPD1 TLE5 TMEM116 TMEM143 TMEM185B TMEM200A TMEM63A TRAF2 TRAT1 TRBC1 TRPC1 TTC39C UNC5CL URI1 USP46 WDR54 WWP1 XPC ZNF223 ZNF75D ZNF862 ZNFX1 GSE11057_EFF_MEM_VS_CENT_MEM_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11057_EFF_MEM_VS_CENT_MEM_CD4_TCELL_DN ABCC1 ABCC2 ABLIM1 ACOD1 ACTN1 AEBP1 AFF4 AGMAT AGO2 AK5 ALS2CL AMN1 ANKRD55 APBA2 APPL2 ASAP1 ASGR2 ASH1L ATM ATP1A1 ATXN7L1 BCL2A1 BEX3 BPTF C16orf87 CACNA1I CALM3 CAMK4 CBS CCDC110 CCNE1 CD27 CD68 CD7 CDH1 CEP68 CERS6 CHKA CHST2 CNKSR2 CNST CRIP3 CRTC3 CTSL CTSLP8 DBH-AS1 DENND5A DTX1 EDAR ENSG00000284691 EP400 F5 FAAP24 FAM117B FAM13A FAM236A FOXP1 FOXP3 FRMPD1 GAL3ST4 GLCCI1 GOLGA7B GPA33 GPR155 GRIK5 HDAC8 HERC1 HIVEP1 HTR6 ICOS IGSF9B IKZF2 IL12B IL21R IL4R IL6ST IPCEF1 IQCC IRF4 KALRN KAT6A KLF3 KLF7 KLHDC3 KLHL3 KMT2A KRT1 KRT15 LDLRAD4 LEF1 LEF1-AS1 LGALS13 LGMN LINC01089 LINC01550 LRRC37A2 LRRC8D MACF1 MAML2 MAP3K1 MAP4K4 MARCKSL1 MDN1 MEIS3P1 MEOX1 MERTK METTL7A MLLT3 MTURN MTUS1 MYB MYCBP2 MYCBPAP NCAPD2 NFAT5 NOG NSD3 OTULINL PCDHB3 PCED1B PDE3B PDE7B PDK1 PELI1 PGAP1 PHGDH PHIP PIK3IP1 PIWIL1 PKM PKMYT1 PLAC8 PPP3CC PRXL2A PTK2 PTPRS RAB43 RASA2 RIF1 RNF122 RNF138 SAE1 SAMD4B SCML1 SDCBP2-AS1 SELL SELP SERTAD2 SESN3 SFI1 SLC18B1 SLC39A10 SLC8B1 SMG1 SNHG7 SNN SPTBN1 SSH2 TAOK1 TBL1X TCEA3 TCF7 TENM1 TET3 TIGIT TLR5 TMEM131L TMEM196 TMEM272 TNIK TRIB2 TRRAP TSHZ2 TSPAN14 TTN TUG1 TXK UBR4 USF3 USP34 USP7 VNN2 VRK3 WWP1 ZBTB20 ZDHHC21 ZKSCAN7 ZNF451 ZNF479 GSE11057_EFF_MEM_VS_CENT_MEM_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11057_EFF_MEM_VS_CENT_MEM_CD4_TCELL_UP ABCB1 ACSL6 ACTN4 ADAM8 ADRB2 AFDN AGO4 AHR ALX3 ANKRD28 ANXA2 ANXA2P1 ANXA2P2 ANXA2P3 APOBEC3G ARL13B ARL15 ASB2 ATAT1 ATP12A ATP1B1 ATP2B4 B3GALNT2 B3GALT2 C3orf33 CARS1 CAST CCL5 CCR6 CCR9 CCZ1 CD58 CDC42EP1 CDC42EP3 CEP112 CFH CFHR2 CHSY1 CIRBP-AS1 CLIC5 CLU COL4A4 COL5A1 COLQ CTAGE1 CTDSP1 CTNNA1 CTSC CXXC1P1 CYB561 CYFIP1 CYP27B1 DIAPH1 DLGAP2 DMRTA2 DSE DUSP8 EAF1 EFCAB6 EFHD2 ELOVL6 ENPP5 EOMES EPAS1 EPS15 FAM104A FAM110C FAR2 FBXO30 FBXO36 FBXW5 FERMT2 FMO5 FSD1L GAB3 GALNT4 GASK1B GFI1 GJA10 GPR65 GPR68 GRIA3 GRID1-AS1 GVQW3 HABP2 HIC1 HLF HOMER2 HOPX HSD11B1 IFNGR1 KAT2B KATNAL1 KIF21A KIT LGALS1 LGALS3 LINC00963 LINC02891 LMNA LPCAT4 LRATD2 LRP12 LRRFIP1 LTK LZTFL1 MAN1A1 MAP7D3 MAPK7 MATCAP1 METTL1 MICAL2 MIPEP MLF1 MMD MNAT1 MPP1 MSC-AS1 MTFR1 MYBL1 NKAPD1 NPC1 OGFRL1 ONECUT1 OR10D3 PAM PDE4A PERP PHLDA1 PJVK PLCB1 PLEK PLEKHG1 PLOD3 PPP2R2B PRCP PRNP PROK2 PROP1 PRR5 RAB11FIP5 RARG RASGEF1A RBKS RGMA RGS18 RHEBL1 RHOU RNF207 RORC S100A2 S100A4 SAMSN1 SEPTIN11 SFXN3 SLC20A1 SLC35B1 SLC36A1 SLC38A9 SLC44A3 SLF1 SLK SMKR1 SNORA78 SNX15 SPIRE2 SPOCK1 STING1 STOM STX3 TBC1D19 TBK1 THEMIS TIMP1 TMEM163 TMEM185B TMEM39A TMEM41A TNFSF14 TOR4A TPBG TYW5 VCL VKORC1L1 WIPI1 WNT10B WWTR1 XPR1 ZC3HAV1L ZFYVE1 ZFYVE28 ZNF2 ZNF438 ZNF490 ZNF513 ZNF532 ZNF555 ZNF568 ZSCAN9 GSE11057_NAIVE_CD4_VS_PBMC_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11057_NAIVE_CD4_VS_PBMC_CD4_TCELL_DN ACER3 ACTB ACTN4 ADAM8 ADAMTSL4 AHR AIF1 AKIRIN2 ANXA4 AP3B1 ARHGAP26 ARPC1B ARSB ATP2A2 ATP6V0B B3GNT5 B4GALT5 BCKDK C3AR1 C9orf72 CAPG CAPNS1 CARD9 CAT CATSPER1 CCDC50 CD244 CD9 CDK2AP1 CDKN1A CEBPB CEBPD CFD CHP1 CLTA CLTC COPA CSF2RB CTSA CTSZ CYBA CYP1B1 DDIAS DENND3 DGAT2 DGKG DNAJB11 DPYD DUSP22 DUSP5 DYSF EFHD2 EMP3 ENG EPAS1 FABP5 FEZ2 FNDC3B FTH1 FTH1P5 FUCA2 FUT7 GABARAP GALC GALNT10 GDI2 GLUL GNAI2 GNGT2 GNLY GRAMD4 GRB2 GSE1 GSR GSTO1 GSTP1 GUCD1 GUCY1B1 H2AC6 HAL HERPUD1 HLA-DPA1 HVCN1 IL18R1 IRF2 JAK2 LAP3 LILRA6 LILRB3 LIMS1 LINC00968 LSP1 LTA4H LY96 LYST MAP3K3 MAP3K8 MCTP1 MEIS1 MIR22HG MPP1 MPST MTHFD2 MYL6 NAGA NAGK NAMPT NBN NFIL3 NOTCH2 OAZ2 OSBPL5 PDE4A PDGFC PDLIM1 PEA15 PGD PHKB PIP5K1B PLEKHG3 PLEKHO1 PLSCR1 PLXND1 POU2AF1 PPP4C PRR5L PTGS1 PTPN12 QSOX1 RAB10 RAB27A RAB8A RALB RASGRP4 REL REPS2 RGS2 RHOC RHOU RNF130 RNF144B RNF149 RTN1 SAP30 SCO2 SECTM1 SESTD1 SETBP1 SGPL1 SH2B3 SH3BGRL3 SLC15A4 SLC22A15 SLC31A2 SLC37A2 SLC6A6 SLC7A7 SLFN11 SNAP23 SND1 SPOCK1 SRC SRXN1 SSR3 STOM STS STXBP2 SYT17 TBC1D8 TEP1 TGFB1I1 TKT TLR6 TM6SF1 TM9SF2 TMCC3 TMED5 TMEM154 TMEM40 TMEM59 TNFSF13 TP53INP1 TPST2 TRAK1 TTYH3 UBE2E1 UBE2J1 USP15 VAMP3 VCL WDFY4 WDR11 YWHAG ZDHHC7 ZMPSTE24 ZNF385A ZNF710 GSE11057_NAIVE_CD4_VS_PBMC_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11057_NAIVE_CD4_VS_PBMC_CD4_TCELL_UP ABLIM1 ADSL AGMAT AK5 AMIGO1 AMIGO2 ANKRD36 ANXA2R APBB3 ARFIP2 ARHGEF18 ASXL1 ATM AXIN2 BAG3 BBS2 BCL11B BEX3 BIN1 C12orf29 C12orf57 CAMK2G CAMK4 CAND2 CD27 CD6 CHD3 CLK4 CLPP CNOT6L CNST COQ10A COX7C CPSF4 DANCR DIDO1 DKC1 DNAJA3 DNAJB1 ECHDC2 EDC4 EEF1B2 EFNA1 EGLN2 EIF2D ENSG00000170846 EP400P1 EPHA1 EVL EXOSC2 FCMR FNBP4 FOXO1 GALNT12 GON4L GPA33 GPRASP1 GRAP HAPLN3 IGIP IGSF8 IL11RA IL6ST IMMP1L IPCEF1 IPO4 ITK JADE2 LAS1L LCK LEPROTL1 LINC01089 LINS1 LIX1L LRRN3 LTBP3 LYPD3 LYRM7 MAD1L1 MAFK MAML2 MAN1C1 MEGF6 METTL16 MIR4453HG MLLT3 MORC4 MTERF4 NEMP1 NET1 NEURL4 NIPAL3 NOG NOL11 NPAT NPM3 NSMCE4A NSUN5P2 NUCB2 OCIAD2 PCED1B PCYOX1L PDCD4-AS1 PDE7B-AS1 PHF1 PHF10 PIK3CD PIK3IP1 PITHD1 PITRM1 PLAG1 PLEKHB1 PMPCA POLR1E PP7080 PPP2R2D PRDX2 PRKRIP1 PSMB5 PXYLP1 QRICH1 RAB43 RABEPK RCAN3 RETREG1 RGCC RIMKLB RIOX1 RNFT2 RPL19 RPS6KA5 RPUSD2 RPUSD4 RSBN1 SARDH SCML1 SCML4 SELENOW SF3A3 SIGIRR SLC25A23 SLC25A45 SLC39A13 SNHG1 SNHG32 SNPH SNX9 SOX8 SPEN-AS1 SPIN3 STAT5A STAT5B STMN3 SUPT20H SUSD3 SYNJ2 TARBP2 TBRG4 TECPR1 THUMPD1 TMEM143 TMEM245 TMEM248 TMEM272 TMEM63A TNK1 TRAF3IP3 TSPAN18 TSPYL4 TUBG2 UBXN1 UPF1 USP20 VPS51 VPS52 XPO6 ZBTB4 ZBTB40 ZCCHC14 ZFP37 ZFTRAF1 ZNF189 ZNF204P ZNF212 ZNF251 ZNF275 ZNF32 ZNF331 ZNF395 ZNF407 ZNF407-AS1 ZNF420 ZNF470 ZNF510 ZNF575 ZNF76 ZNF862 ZRANB1 GSE11057_NAIVE_VS_CENT_MEMORY_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11057_NAIVE_VS_CENT_MEMORY_CD4_TCELL_DN ABCC1 ACOT9 ACTN4 ADAM19 ADAM8 AFDN AGFG2 AHNAK AHR AKIRIN2 AKT3 ANXA1 ANXA4 AQP3 ARF3 ARHGAP18 ARHGAP35 ARHGDIA ARID5B ATP2A2 ATP2B4 ATXN1 AUTS2 BATF BMAL1 C16orf87 CAPNS1 CASK CAST CBLL1 CCNQ CCR10 CCR2 CCR6 CD2 CD58 CD63 CD74 CD82 CD84 CDC42EP3 CHST12 CHST7 CLDND1 CLIC1 COTL1 CRIP1 CTNNA1 CTSA CTSC CXCR3 DEGS1 DENND1B DPY19L1 DUSP10 DUSP5 EEPD1 EFHD2 EHD4 EIF2AK1 EIF4EBP2 ELAPOR1 ELOVL5 EMC3 ENTPD1 EPHA4 EVI2B EZR F5 FAM53B FAR2 FAS FBXL8 FBXW7 FXYD7 GALNT10 GOLGA7 GPR183 GPR65 GPR68 GPRIN3 GSE1 HERPUD1 HLA-DRB1 HNRNPLL IFFO2 IFI16 IL10RA IQGAP1 IQGAP2 ITGB1 ITPK1 KIF1B KLHL5 KLRB1 LGALS1 LGALS3 LIMS1 LINC00888 LPP MAF MAGOH-DT MAP3K1 MAP3K5 MED15 MIAT MICAL2 MLF1 MPRIP MYBL1 MYO1F MYO5A NABP1 NBEAL2 NCOA7 NDC80 NIBAN1 NOD2 OGDH OSBPL11 OSBPL3 PAPSS1 PARP4 PDP1 PEA15 PFKP PHACTR2 PICALM PIEZO1 PKM PPM1G PRDM1 PRKCD PRR5L PSTPIP1 PTTG1 RAB11FIP1 RAB27A RABGAP1L RAP2B RAPGEF1 RAPGEF2 REEP5 RGS3 RHOU RILPL2 RNF135 RNF19B RNF214 RORA RSU1 RYR1 S100A4 SAP30 SETD7 SH3BGRL3 SH3GLB1 SIAH2 SLAMF1 SLC6A6 SLC9A9 SMAP1 SMC6 SPAG1 SPAG9 SPPL2A SPSB1 SRGN SSR3 ST8SIA1 STOM SURF4 SUSD6 TAGLN2 TBCB TERF2IP TGFBR3 TIFA TIGIT TMEM116 TNFRSF4 TOM1 TP53INP1 TRIB1 TSPAN17 TSPAN5 TTYH2 TUFT1 UBL3 VCL VDAC1 VRK2 WEE1 YWHAH YWHAQ ZC2HC1A ZCRB1 ZDHHC3 ZFYVE28 GSE11057_NAIVE_VS_CENT_MEMORY_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11057_NAIVE_VS_CENT_MEMORY_CD4_TCELL_UP ABLIM1 ADAMTS12 ADGRF3 AEBP1 AIF1 AK5 ALG10B AMN1 ANKRD36BP2 APBA2 APBB1 ARMCX2 ASB9 ASCL3 ASIC1 ATM ATP6V0A1 B3GAT1-DT BBC3 BEND5 BNIP3 BNIP3L C5orf58 CAMK4 CCR7 CD248 CD55 CDIP1 CENPV CEP41 CEP70 CERS6 CFAP418 CFAP68 CHML CHMP7 CHST2 CIAPIN1 CLCN5 CNKSR2 COBLL1 COL5A2 CRLF3 CRTAM CSNK1G2-AS1 CWC22 DACT1 DCHS2 DDR1 DEPDC7 DNHD1 EDAR EEA1 EFNA1 ENGASE ENSG00000274253 ETFBKMT FMO6P GAL3ST4 GIMAP1 GP2 GP5 GPR160 GSAP GUCA1B HEMGN HOOK1 HSBP1L1 HSF2 IGF1R IL6ST IQCF3 ITGA6 KAT2A KLF3-AS1 KLHL13 KRT73 LEF1-AS1 LGR5 LINC00582 LINC01550 LINC02175 LRRC52 LRRN3 MALL MAML2 MAN1C1 MANSC1 MATN1-AS1 ME3 MESP2 MEST MIR101-1 MLXIP MMP24 MPP1 MPP7 MYB NAA16 NBEA NDC1 NET1 NEURL4 NID1 NOG NPAS2 NPM3 NSMF NUCB2 NUDT17 OBSCN-AS1 OCRL PADI4 PCED1B PDCD4-AS1 PDE7A PDK1 PHGDH PIK3IP1 PITPNM2 PJVK PKIG PLA2G12A PLAG1 PLLP PRKCQ-AS1 PRKD3 PRRT1 PRXL2A PSMB5 PTPRK PXYLP1 RAPGEF6 REG4 RETREG1 RFLNB RIN1 RIN3 RIPOR2 RNF175 RNF227 SAT2 SATB1 SCAI SCARB1 SCML1 SDR39U1 SEC62 SERTAD2 SERTM1 SFMBT2 SFXN4 SGK2 SIAH1 SLC11A2 SLC25A25-AS1 SLC25A37 SLC2A11 SMOC2 SMPD1 SNHG32 SNPH SNX9 SOX5 SREBF1 STK17A STK26 SULT1B1 SYT9-AS1 TAF4B TARBP1 TBC1D32 TECTB TGFBR2 THAP2 TMEM198B TMEM263 TMEM272 TOM1L2 TPCN1 TSPAN3 TTC28 TUG1 UBE2E2 USP44 VNN2 VPS52 ZBTB18 ZFTRAF1 ZNF436-AS1 ZNF496 ZNF506 ZNF563 ZNF853 ZNF879 ZSCAN12 GSE11057_NAIVE_VS_EFF_MEMORY_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11057_NAIVE_VS_EFF_MEMORY_CD4_TCELL_DN ACTN4 ADAM19 AFDN AGO4 AHR AKIRIN2 ALCAM ALOX5AP ANTXR2 ANXA1 ANXA2 ANXA2P1 ANXA4 AQP3 ARHGAP18 ASB2 ATP2B4 ATXN1 B3GNT9 BTG3 CALHM2 CAPG CASK CAST CBLL1 CCDC107 CCL5 CCR2 CCR6 CD226 CD28 CD58 CD63 CD74 CD84 CDC42EP3 CDK2AP2 CHST7 CLDND1 CLIC1 CLU CNPPD1 COTL1 CPPED1 CREB3L2 CRELD2 CRIP1 CRYBG3 CTSA CTSC CXCR3 DNAI2 DUSP16 DUSP5 EFHD2 EIF3A EIF4EBP2 ELOVL5 EPS15 EVI2B FAR2 FAS FBXL8 FRMD4B GBP3 GCLM GDPD5 GLIPR1 GOLGA7 GSTK1 GZMA GZMK HLA-DPA1 HMGN4 HNRNPLL HOPX IFI16 IFI27 IFNG IL10RA IL15RA IQGAP1 IQGAP2 ITGB1 JPT1 KIF1B KIF21A KLRB1 LACC1 LDHA LGALS1 LGALS3 LIMS1 LIMS3 LINC00963 MAP3K5 MATCAP1 MDFIC MFHAS1 MIAT MIB1 MICAL2 MIR22HG MIS18BP1 MLF1 MTSS1 MYBL1 MYL6 MYO1F NABP1 NABP2 NCAPH NCF4 NECTIN3 NETO2 NHERF1 NIBAN1 NINJ2 NMU NOD2 NPC1 NPDC1 OGDH OGFRL1 OSBPL3 PAM PDIA6 PEA15 PFKL PHACTR2 PHTF2 PIEZO1 PLXNC1 PPIF PPP1CA PREX1 PRR5L PTTG1 RAB27A REEP3 REEP5 RFTN1 RGS3 RHOU RNF126 RNF149 RORA S100A11 S100A4 SAP30 SEC11C SH2D1A SH3BGRL3 SH3BP5 SLC2A3 SLC35D2 SLF1 SMAP1 SMCO4 SMIM29 SPAG1 SPOPL SRGN SSR3 ST8SIA1 STOM STX11 TBCB TBX21 TIGIT TLR3 TMEM116 TMEM156 TMEM200A TMEM64 TMX4 TNF TNFRSF4 TOR3A TP53INP1 TPM4 TRAC TRADD TTC39C TTYH2 TXN TYMP UBL3 USP46 UST VCL WDR86-AS1 YWHAH ZBTB38 ZC2HC1A ZC3HAV1L ZNF532 GSE11057_NAIVE_VS_EFF_MEMORY_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11057_NAIVE_VS_EFF_MEMORY_CD4_TCELL_UP AARS1 ABLIM1 ACER1 ACSS2 ACTN1 ADGRA3 AEBP1 AFF3 AGMAT AIF1 AK5 ALS2CL AMN1 APBA2 ARMCX2 ATM BACH2 BEND5 BNIP3L CAMK4 CCDC110 CCDC3 CD55 CD7 CD8B CDCA7L CENPV CEP41 CERS6 CHI3L2 CHMP7 CHST2 CLCN5 CNKSR2 CRLF3 CRTC3 DACT1 DBH-AS1 DCAF16 DDR1 DENND2D DEPDC7 DNHD1 DNMT3A EDAR EEF1G EFNA1 ELFN2 ENOSF1 EPHA1 FAM117B FBXL12 FCGRT FCMR FLNB FOXP1 GAL3ST4 GGT7 GP5 GPRASP1 GRAP H1-0 HIPK2 HIVEP1 IGF1R IGIP IL6ST IPCEF1 ITGA6 KBTBD11 KLF7 KLHDC1 KLHL13 KLHL2 KLHL3 KPNA5 KRT18 KYAT1 LAGE3 LAMA5 LEF1 LEF1-AS1 LINC01089 LINC01550 LINC03006 LRRN3 LTBP3 LZTS3 MAML2 MANSC1 ME3 MEF2A MGA MLLT3 MMAB MPP1 MTHFD2L MTMR9LP MYB NBEA NDFIP1 NEMP1 NFKBIZ NIPAL3 NOG NPAS2 NUCB2 NUDT12 OBSCN-AS1 PADI4 PCED1B PCSK5 PDCD4-AS1 PDE3B PDE7A PDE7B PDE9A PDK1 PHGDH PIGL PIK3CD PIK3IP1 PITPNM2 PLAC8 PLAG1 PLXDC1 PRICKLE2 PRKCA PRRT1 PRXL2A RAB3GAP1 RAB43 RAPGEF6 RBM11 RBM27 RGS10 RIN3 RNF157-AS1 ROBO3 RPS5 SATB1 SCARB1 SCML2 SDHAP2 SERTAD2 SERTM1 SETD1B SFMBT2 SFXN2 SLC12A6 SLC16A10 SLC25A37 SLC8B1 SNHG32 SNHG7 SNN SNPH SPTBN1 SREBF1 TAF4B TARBP1 TBC1D32 TBL1X TCF7 TECPR1 TET3 TGFBR2 TMEM198B TMEM245 TMEM272 TMEM41B TOM1L2 TOP1MT TPCN1 TRABD2A TRMT13 TTC28 TTN TUG1 UBE2B UBE2E2 USP11 USP44 VNN2 ZBTB18 ZNF138 ZNF253 ZNF275 ZNF43 ZNF439 ZNF496 ZNF506 ZNF510 ZNF516 ZNF563 ZNF708 ZNF763 ZNF780B GSE11057_NAIVE_VS_MEMORY_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11057_NAIVE_VS_MEMORY_CD4_TCELL_DN ACOT9 ACTB ACVR1 ADAM19 AHNAK AHR AKIRIN2 ALCAM AMMECR1 ANXA1 ANXA2 ANXA4 AQP3 ARHGAP18 ARHGAP35 ARL6IP1 ARPC1B ATP2B1 ATP2B4 ATXN1 AUTS2 CAPN2 CASK CBLL1 CCR6 CD58 CD74 CD82 CD84 CD99 CDC42EP3 CDCA7 CHST11 CHST7 CLDND1 CLIC1 CORO1B COTL1 CRIP1 CRYBG3 CTSA CXCR3 DEGS1 DENND10 DHRS7 DIAPH2 DUSP10 DUSP5 EEPD1 EHD4 ELAPOR1 ELOVL5 EMB ENDOD1 EPHA4 EPS15 ETV6 EVI2B EZR FAR2 FAS FBXL8 GATA3 GLB1 GLIPR1 GNAI2 GOLGA7 GOLGB1 GPR183 GPRIN3 GSE1 GSTK1 GZMK HERPUD1 HLA-DRB1 HMGB2 HNRNPLL IFI16 IL10RA IL2RB IQGAP1 IQGAP2 ITGB1 JPT1 KIF1B KLF6 KLRB1 LDHA LGALS1 LGALS3 LIMS1 LIMS3 LPP LRIG1 MAF MAGOH-DT MAP3K5 MCOLN2 MIAT MIB1 MIS18BP1 MLF1 MYBL1 MYL6 MYO1F MYO5A NABP1 NABP2 NBEAL2 NCOA7 NHERF1 NIBAN1 NOD2 OGDH OPTN OSBPL3 PDIA6 PDP1 PEA15 PFKP PHACTR2 PHTF2 PIEZO1 PLP2 PLXNC1 PMAIP1 PRC1 PRDX1 PREX1 PRKCD PSMD8 PTTG1 PYHIN1 RAB11FIP1 RAB27A RAP1GAP2 RAPGEF1 REEP3 REEP5 RFTN1 RILPL2 RNF135 RNF139 RNF19B RNF214 RORA RSU1 S100A11 S100A4 SEC11C SEL1L3 SH2D1A SH3BGRL3 SIAH2 SLC2A3 SLC35D2 SLC6A6 SLC9A9 SMAD3 SMAP1 SMC6 SNX10 SNX24 SPPL2A SQOR SRGN SSR3 ST8SIA1 STOM SUSD6 SYNE2 TAGLN2 TANK TBCB TBK1 TGFBR3 TIFA TIGIT TIMP1 TMEM64 TNFRSF1B TNFRSF4 TNIP1 TOM1 TOR3A TP53INP1 TPM4 TRADD TTC39C TTYH2 TUBB4B UBL3 VDAC1 WEE1 YWHAH ZBP1 ZBTB38 ZC2HC1A GSE11057_NAIVE_VS_MEMORY_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11057_NAIVE_VS_MEMORY_CD4_TCELL_UP ABLIM1 ACER1 ADGRA3 ADGRL1 AEBP1 AGRN AIF1 ALG10B AMN1 ANKRD36BP2 APBA2 APBB1 ARMCX2 BACH2 BEND5 BNIP3L BTBD3 CA6 CADPS2 CAMK4 CD248 CD55 CENPV CEP41 CHI3L2 CHML CHMP7 CIAPIN1 CLCN5 COL5A2 CRLF3 DDR1 DNHD1 DNTT DSC1 EDAR EEA1 EFNA1 ENGASE EXPH5 FCGRT GAL3ST4 GNAI1 GP5 GPR160 GPRASP1 GPRASP2 GPRC5B HEMGN HIPK2 HSF2 IGF1R IGIP ITGA6 KCNQ5 KCTD3 KLF3-AS1 KLHDC1 KLHL13 KLHL24 KRT18 KRT2 KRT72 KRT73 LAGE3P1 LEF1-AS1 LINC02175 LINC02604 LMLN LRRN3 MALL MAML2 MANSC1 ME3 MEF2A MEST METAP1D MIR101-1 MIR600HG MLXIP MPP1 MPP7 MRPL45P2 MYB MZF1 NAA16 NBEA NDC1 NDFIP1 NET1 NPAS2 NPM3 NSUN5 NUCB2 NUDT12 NUDT17 OBSCN-AS1 PADI4 PCED1B PCSK5 PDCD4-AS1 PDE3B PDE7A PDE7B PDE9A PDK1 PECAM1 PHGDH PIGL PIK3CD PIK3IP1 PITPNM2 PJVK PKIG PLA2G12A PLAG1 PLLP POLR1HASP PRKCQ-AS1 PRRT1 PRXL2A PTPRK PXYLP1 RAPGEF6 REG4 RETREG1 RGS10 RHPN2 RIN3 RNF157-AS1 RNF175 RNF227 ROBO3 SATB1 SCAI SCARB1 SCML1 SCML2 SERPINE2 SERTAD2 SERTM1 SETD1B SFMBT2 SFXN2 SH3RF3 SIAH1 SLC11A2 SLC25A25-AS1 SLC25A37 SLC29A2 SLC2A11 SMPD1 SNHG32 SNORD104 SNPH SNRPN SNX9 SORCS3 SPPL2B SREBF1 STAP1 STK17A TAF4B TARBP1 TBC1D32 TGFBR2 TIMP2 TLE2 TMEM170B TMEM198B TMEM220 TMEM263 TMEM272 TMEM41B TMIGD2 TOM1L2 TSPAN3 TTC28 TUG1 UBE2E2 USP44 VPS52 ZBTB18 ZC4H2 ZFTRAF1 ZMYND8 ZNF182 ZNF229 ZNF496 ZNF506 ZNF516 ZNF546 ZNF563 ZNF662 ZNF780B GSE11057_PBMC_VS_MEM_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11057_PBMC_VS_MEM_CD4_TCELL_DN ACAT2 ACSL6 ACVR1 AMMECR1 ANKH ANO9 ANXA2R AQP3 ARHGEF18 ARID4B ATIC ATP8B2 BAG3 BCL9L BICDL1 BIN1 C12orf57 CAMK2G CASK CASP6 CBX7 CCND2 CD2 CD28 CD3D CD3E CD40LG CD5 CD6 CD82 CD84 CD96 CDC14A CDR2 CFAP36 CYB561D1 CYTH1 DDX24 DEXI DOCK9 DYRK2 ECHDC2 EDEM1 EIF5B EML4 ENSG00000284691 EPB41 EPHA4 ESYT1 EVL FAAH2 FAM107B FAM117A FAM171A1 FAM226B FBLN7 FBXL16 FBXL8 FBXO31 GALNT12 GATA3 GOLGA2P5 GOLGA7 GOLGA7B GPR183 GPX7 GSTK1 HAPLN3 HECA HINT1 HMOX2 HNRNPLL ICOS INPP4B ISYNA1 ITGB1 ITK ITM2A ITPR3 JADE2 KCTD2 KIAA0586 KIF22 KLF12 KMT2A LCK LDHB LIME1 LOC154761 LRATD2 LRIG1 LSR LY9 MAF MAP3K14 MAST4 MEGF6 MLLT3 MRPL41 MRTFB MTHFD1L MZT2B NAE1 NFRKB NIPAL3 NOSIP NSMCE3 NSUN5P1 OCIAD2 OPTN PAG1 PATJ PBX4 PBXIP1 PCNX2 PELP1 PHACTR2 PHC1 PHF1 PLAAT4 PLCD1 PLCG1 PNMA1 PP7080 PPP1R35 PPP3CC PRDX2 PRIM1 PRKCH PRKCQ PRKCQ-AS1 PRMT7 PRPS1 PSIP1 PVT1 RASGRF2 RASGRP1 RCAN3 REM2 REXO2 RGCC RHBDD2 RNF126 RNF214 RPL3 RPL34 RPS3 RRP1B RTTN RUVBL1 S1PR1 SEPTIN1 SFXN1 SH2D1A SIGIRR SIRPG SLC26A11 SLC2A4RG SLC39A13 SMYD2 SPOCK2 SPTAN1 ST3GAL1 ST8SIA1 STAT5B STMN3 SUPT20H SUSD3 SYNRG TAF9B TC2N TECR TENT4A THUMPD1 TLE5 TMC6 TMEM14A TMEM63A TNFSF8 TRAC TRAF2 TRAF5 TRAT1 TRBC1 TSPYL4 TTC39C UBASH3A USP20 VOPP1 VSIG1 WWP1 XPC ZBTB25 ZFP90 ZNF101 ZNF512B ZNF862 ZNFX1 GSE11057_PBMC_VS_MEM_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11057_PBMC_VS_MEM_CD4_TCELL_UP AATBC ACRBP ADAM9 ADGRE2 ALDH1A1 ANPEP AOAH ARL11 ARPIN ASAH1 ASAP2 ASGR1 ASGR2 ASRGL1 ATP6V0A1 ATP8B4 B3GNT5 BMP2K BST1 C5AR1 CA2 CACNA2D3 CARD9 CCDC88A CCR1 CD160 CD163 CD180 CD19 CD1C CD300LB CD300LF CD79A CD86 CD8B CEBPA CES1 CLEC4A CLEC4E CMKLR1 CPPED1 CRISPLD2 CSF2RA CSF3R CTSS CXCL5 CYBRD1 CYP1B1 CYP27A1 CYRIA DGAT2 DOCK5 DUSP6 DYSF EPB41L3 F13A1 FBN2 FCER1A FCGR2A FCGR2C FCGRT FCRL1 FES FGD4 FMNL2 FPR2 GNG11 GRK3 HDC HK3 HLA-DOA HMOX1 HVCN1 IFI30 IGFBP7 IGHD IGKC IGKV1D-13 IGSF6 IL13RA1 IL18 IL1RN ITGA2B ITPRIPL2 JUP KCNE3 KIR2DL3 KYNU LGALS2 LGALSL LILRA1 LILRA6 LILRB1 LILRB2 LILRB3 LINC00968 LPCAT2 LRRK2 LTA4H LTBR LYST MAFB MARCHF1 MARCKS MCEMP1 MEF2C MS4A3 MTMR11 MXD1 MYCL MYL9 MYOF NAGK NEXN NFAM1 NFE2 NRGN NUDT16 OAZ2 OLIG1 OSCAR P2RY12 P2RY13 PADI4 PAX5 PCDH9 PDGFC PF4 PIP5K1B PLA2G4A PLA2G7 PLXNB2 PRKAR2B PRKCD PTAFR PTGS1 PTX3 PYGL QPCT RAB31 RAB32 RASSF4 RBP7 RHOBTB1 RNASE2 RNASE6 RNF144B RTN1 RUBCNL RXRA SCARB1 SCPEP1 SERPINB2 SGMS2 SHTN1 SIRPB1 SIRPB2 SLC15A3 SLC22A15 SLC2A6 SLC31A2 SLC37A2 SLC46A2 SLC7A7 SMPDL3A SORT1 SOX4 SPARC SPI1 SPRED1 SRGN STAB1 STEAP4 SWAP70 SYNGR1 TBC1D8 TCF4 TCL1A TET2 TFEC TLR4 TM6SF1 TMEM121B TMEM170B TMEM176B TMEM40 TNFAIP2 TNFRSF17 TNFRSF8 TREM1 TTYH3 TUBB1 VSTM1 WDFY4 ZEB2 ZFHX3 ZNF385A GSE1112_HY_CD8AB_VS_HY_CD8AA_THYMOCYTE_RTOC_CULTURE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1112_HY_CD8AB_VS_HY_CD8AA_THYMOCYTE_RTOC_CULTURE_DN ABCA1 ACVR1B ADM ADM5 AGO3 ALOX5AP APOBR ARHGEF3 ASB11 ATP2B1 ATP8B1 ATP8B4 BCAT1 BCL2A1 BCL6 BLOC1S1 BNIP3L BNIPL BTN2A2 C3 CAB39L CAPN2 CARD16 CARD6 CASP1 CCDC50 CCDC71L CCL20 CCL7 CD55 CDC42EP3 CELF1 CFAP410 CHD5 CKAP4 CLEC4E COQ2 CRBN CROCCP3 CXCL2 CXCL3 CXCL8 D2HGDH DBIL5P DDIT4L DDX60L DEFB1 DENND11 DNM1P46 DUSP28 DZANK1 EAF2 EMP1 ENSG00000250685 EPHB1 ERCC1 EREG EVA1C F11R FAM124A FAM219A FAM222B FCGR1A FMNL2 FYN GLIS3 GNG12 GOLGA8IP GPR160 GPR68 HAS1 HK2 HOMER3 HSPA4L HTRA1 IGFBP7 IL16 IL1A IL1B IL22RA1 IL24 ING2 IRAK1 IRS2 JAKMIP2 JTB KCNQ2 KHNYN KIZ KREMEN1 LCIIAR LINC00922 LINC00954 LINC02877 LMO1 LPCAT1 LRMDA LRRC37A16P LRRC8D LTA4H LY6G6E MAGEB3 MET METTL9 MFAP3 MPHOSPH6 MTHFS MYH7B NAPA-AS1 NDRG1 NDUFA10 NFAT5 NFKBIZ NSMAF NSUN3 NUDT14 PCDHB12 PCTP PELI2 PHC2 PID1 PINK1 PLAUR PMS2P2 PMS2P5 PNP PNPLA1 PNPLA8 PPBP PRAF2 PROCR PRR9 PTGS2 PTPRM RAB4B RABGEF1 RADIL RALA RASAL3 RBCK1 RBM17 RCAN2 RCL1 RET RGP1 RHBDF1 RHCG RNF7 RUNX1 S100A6 SAT2 SEC62 SEPHS2 SERPINB2 SFRP2 SH3BP5 SHKBP1 SLC19A2 SMC1B SNX9 SPARC SPTLC2 SSU72L6 STK17B STX3 SUSD3 SYCE2 TARP TBATA TBC1D9B TCF7L2 TGIF1 TLNRD1 TMPO TNRC6B TPST1 TRAIP TRIOBP TRPS1 TSC22D1 TSG101 TUG1 UPP1 USF3 USP3 VSIG10L2 WLS XPNPEP2 YIPF6 YRDC ZBED5 ZNF551 ZNF90 GSE1112_HY_CD8AB_VS_HY_CD8AA_THYMOCYTE_RTOC_CULTURE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1112_HY_CD8AB_VS_HY_CD8AA_THYMOCYTE_RTOC_CULTURE_UP ADAMTS6 ADCY5 AK8 ANKFN1 APOL1 APOL6 ARHGEF5 ARTN ATP8B4 B2M BAK1 BANP BCL2A1 BCL7B BDNF-AS BRF2 BTN3A1 CA10 CALHM6 CARD6 CASP1 CASP4LP CCND2 CD59 CD74 CDON CKAP2 CLEC5A CREM CSF2 DESI1 DNAJB11 DNAJC18 DPH3 DPY19L2P3 DUXAP10 DYDC1 DYNLT2B EAF1 EIF1 EPYC ERAP2 EREG FAM161A FANCB FBXO6 GBP1 GBP2 GBP4 GBP5 GIMAP8 GREM2 HBBP1 HCAR3 HINT1 HIVEP3 HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB6 HM13 IER2 IL12RB1 IL36RN IQGAP2 IRF1 KCNJ6 KCNK5 KHNYN KRBOX1 LAMTOR3 LAT2 LGALS3BP LINC00870 LINC02245 LINC02297 LLCFC1 LTB4R LTBP1 LYNX1 MACROH2A2 MAP3K14-AS1 MARCO MDGA1 MGAM MMP25 MRGPRG-AS1 MYO1E MYOF NDUFA10 NEK2-DT NLRC5 NME9 NR1H4 NT5C1A NT5C1B NT5C3A NWD2 NXT2 OAF OR1J2 OTOGL PARP14 PDP1 PDZK1 PELO PHLDA2 PLAAT4 PLEKHO1 PNMA8B PNP PNPLA8 POC1B POLB POMP POU3F4 PPIF PSMB8 PSMB9 PSMD12 PSME2 PTGS2 PTN RAB18 RALA RAPSN RGMB RGS17 RNF149 RRM2B RSAD2 RTP4 RUNX3 S100A2 SAMD9L SCGB2A2 SCPEP1 SECTM1 SERPINB8 SERPINI1 SFXN2 SH3BP5 SIPA1L1 SLAMF8 SLC22A15 SLC2A3 SLC31A1 SLC44A5 SLC5A9 SLPI SMC1B SNX9 SPATA6 SPATS2 STAP2 STARD4 STARD8 STAT1 STAT2 STING1 STX1A STX3 SUB1 TAP2 TCHH THBS4 THUMPD2 TIPARP TLL1 TLNRD1 TMEM207 TMEM35A TNF TNFRSF10A TOX2 TPMT TPT1-AS1 UBE2L6 UGT2B28 UGT2B4 UPB1 USP15 VCAM1 VN1R3 VPS41 WARS1 WFDC3 XKR6 ZNF267 ZNF276 GSE1112_OT1_CD8AB_VS_HY_CD8AA_THYMOCYTE_RTOC_CULTURE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1112_OT1_CD8AB_VS_HY_CD8AA_THYMOCYTE_RTOC_CULTURE_DN ABHD14B ACLY ADNP ADPRHL1 AKAP11 ANGPTL1 ANKRD13C APOL6 ARMC8 ARPP19 ARSK AVPR1A B2M BCL11B BCORP1 BOD1L1 C15orf62 C19orf47 C6orf62 C7orf31 CABCOCO1 CALU CANX CCDC138 CDC37L1 CEP41 CEP97 CEPT1 CFHR4 CLASP2 CNKSR2 CNTNAP5 COLEC12 COMMD10 COQ5 CRISP2 CT83 CWH43 DCLK1 DENND11 DHH DMBX1 DNM3OS DRP2 DSC1 DYNLT5 EAF1 EDNRA ENO2 EXD1 FADS2 FAM47B FAM83B FGF21 FIZ1 FLCN FUBP1 GABPB1 GABRG3 GAPT GCM2 GDI2 GLYCTK GPR174 GRPEL2 GTF3C4 HCG11 HLTF HNRNPF HNRNPK HOXC12 IFT140 IGLJ3 IL1RL1 IL9 INSC IQCK ITGB3 JPH3 KHDC1 KIR3DL1 KIRREL3-AS3 KRTAP1-1 KRTAP3-2 LAMP2 LINC00477 LINC00700 LINC00887 LINC01587 LINC01973 MAMLD1 MAN1A2 MAP4K5 MED7 MGA MIPEP MISP3 MMGT1 MOB1B MRGPRX1 MTERF4 MZT1 NARS2 NBEAP1 NCOA7 NDUFA10 NFXL1 NFYA NGEF NKAPD1 NLRP7 NPY2R NTAQ1 OPTC OR52A1 OR7E87P PCDH15 PDCD4 PDZD8 PELI2 PGGT1B PHOSPHO2 PIK3CA POSTN PPP1R8 PPP4C PPP4R3A PRMT6 PRPF39 PRPS2 PRRG4 PTPRM PYCR3 RAB11FIP1 RAB28P5 RAB8B REPS1 RIMS4 RIT2 RNF10 RRS1-DT S100A13 SAR1A SATB2-AS1 SDC3 SECISBP2L SLC16A1 SLC17A8 SLC25A13 SLC25A35 SLC2A12 SLC39A7 SLC39A9 SLC6A18 SMCHD1 SNX14 SOCS2 SPAAR SRRM1 SYT6 TARP TAS2R40 TASOR TENT5D TEX48 TLE3 TMEM135 TMEM161B-DT TMEM39A TOX2 TRBV27 TRIP12 TRPC1 TRPC5 TRPM7 TTC13 TTLL7 UBE2N UBE2U UBR5 UCHL5 UPK1B USP25 VPREB1 WBP2NL YWHAZ ZBED5 ZBTB6 ZFPM2 ZNF202 ZNF322P1 ZNF518B ZNF549 ZNF586 ZNF831 GSE1112_OT1_CD8AB_VS_HY_CD8AA_THYMOCYTE_RTOC_CULTURE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1112_OT1_CD8AB_VS_HY_CD8AA_THYMOCYTE_RTOC_CULTURE_UP ABI3 ACE2 ACRBP ACTN3 AQP10 ARFGAP3 ARHGAP28 ARHGAP29 ARMCX4 ASB11 ASS1 ATP8B1 AURKC AXIN1 BCAS3 BHMT2 BPIFB4 C12orf54 C1orf226 C1orf35 CACNA1I CACNA2D2 CD177 CD247 CDH8 CDKN2A CDY1 CGNL1 CIB4 CLCN2 CNMD COA1 COL5A3 COLQ COX8C CREG2 CTAGE11P CTLA4 CXorf58 DBIL5P DCLRE1C DNAJC19 DNAL4 DSCC1 EHHADH ENG ENSG00000230707 ENSG00000236829 ENSG00000291006 EPHB1 ESR2 F2RL3 FAM216A FAM222A FAM228A FAM230B FAM47A FAM83D FAT4 FCGR1A FGF14-IT1 FLJ13224 FOXD4 FRMPD1 GFI1 GGH GIPC3 GPRIN1 GTSE1 GYG2 H1-5 HFM1 HHIPL2 HNRNPA1L2 HTR1E HTRA1 HTT ID1 IGLV1-44 IQCF5 JAKMIP3 KCNN1 KLB L1CAM LGI2 LINC00052 LINC00837 LINC00921 LINC00927 LINC00930 LINC00951 LINC01711 LINC02458 LRIT1 LRRC36 LUZP2 MAGEB2 MAL MAMDC2 MAPT-AS1 MED15P9 MMP7 MOV10L1 MTX1 MUCL3 MYB MYH7B MYO1C NBEAL2 NIFK-AS1 NKX3-2 NLRP8 NOMO3 NOSTRIN NR1I3 NTSR1 NUDT16L1 OCIAD2 ODAD2 OPN5 OR5L2 OR7E19P PACS1 PAIP2B PATL2 PCA3 PCCB PCYT2 PLA2G2F PLEKHM3 PRLR PTHLH QPRT RASIP1 RBFA RBM11 RD3 REX1BD RGMB-AS1 RGP1 SCART1 SCN11A SFRP2 SHKBP1 SIRPB2 SLC26A10P SLCO4A1-AS1 SLITRK3 SMIM24 SPRYD3 SPTB STMN3 SUSD2 TAC1 TAF1C TBC1D17 TECRL TESMIN TMCO1-AS1 TMEM51 TNRC6B TPRN TRPM1 TRPM6 TSC22D1-AS1 TUBA4B USP30-AS1 VGLL4 VN1R3 XDH XRCC2 ZBTB7C-AS2 ZCCHC13 ZKSCAN5 ZNF16 ZNF280B ZNF343 ZNF408 ZNF667-AS1 ZNF701 ZNF705G ZNF736 ZNF775 GSE1112_OT1_VS_HY_CD8AB_THYMOCYTE_RTOC_CULTURE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1112_OT1_VS_HY_CD8AB_THYMOCYTE_RTOC_CULTURE_DN AASDH ACACA ACAD8 ACAD9 ACOX3 ADI1 AGO1 AIFM1 AKAP11 AKR1B1 ANKMY2 ANP32B APCDD1L APEX2 APOO BCL2L12 BLTP2 BRAT1 BTBD6 BZW2 C2orf69 CCL17 CCL22 CCL26 CCT7 CDC23 CDC40 CDK5 CEP164 CERK CFAP97 CH25H CHCHD7 CHML CHST7 CLTB CMSS1 CNOT6L COMMD1 COMMD3 COQ5 COX11 CPQ CSK CUTC DCXR DTX4 DTYMK ECH1 EEF2K EEPD1 EMB EMC8 EPHX1 ETFB ETV6 EVI5 FAM221A FAM89B FBXO42 FBXO9 FH GAB3 GALNT1 GAS2L3 GFM1 GRK3 GSTM4 GSTP1 HDGF HDHD5 HERC3 HSD11B1 HSD17B4 IFNAR2 IL10RB-DT IMPACT IMPDH1 JCAD KCNE1 KCNK6 KCTD11 KDM2B KIAA2013 KLHL9 KMO LCP1 LMNA MAF MAOA MAPK1 MAPKAPK5 MCCC1 MCM5 MCM6 MCM9 MCRIP2 MIB1 MKRN1 MPHOSPH8 MRPL2 MRPL34 MRPS34 MS4A4A MYOT NAPRT NAT1 NCOR1 NDUFA8 NDUFAF7 NDUFS1 NFIC NFXL1 NKIRAS1 NLRC4 NSMCE3 NT5DC2 NUDT16L2P NUP133 NUP155 NUP85 NUP93 NUTF2 OLFML2B OSGEP OXLD1 PABIR2 PAXBP1 PCGF1 PDE8A PDPK1 PHF10 PHYH PKD2 PLA1A PLAGL1 POGLUT1 POU2F2 PPCS PPP1R15B PPP1R7 PRADC1 PRPF31 PRPS1 PSIP1 PTGER2 RAB4A RANBP6 RAP2A RARS1 RDH11 RIC8A RIOK2 RNH1 RPA1 RYK S100P SARAF SCD SDF4 SEPTIN9 SETD6 SIGLEC17P SLC25A3 SLC47A1 SNX1 SNX17 SNX30 SOCS6 SPATA5L1 SPG21 SPINT2 STIM2 SURF1 TAPT1 TATDN2 TKT TMEM14C TMEM170B TMEM52B TNRC6B TRAPPC12 TRMT61B TTC9C TTLL5 TUBG1 TULP4 TXNDC16 UBAC1 UMPS UTP18 VPS26B ZBED1 ZCCHC14 ZCCHC17 ZFP36L1 ZNF585A ZNF664 ZNF674 ZZEF1 GSE1112_OT1_VS_HY_CD8AB_THYMOCYTE_RTOC_CULTURE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1112_OT1_VS_HY_CD8AB_THYMOCYTE_RTOC_CULTURE_UP ACIN1 ACOX3 ADAMTSL4 AIFM1 AKR1B1 AKT1S1 ALAS1 ALDH7A1 ALDOA ALOX15 AP1B1 APBB1IP APEX2 APOL4 APOO ARHGAP25 ARL4C ASTE1 BLTP2 BLVRB BORCS5 BPIFA3 C17orf58 C1QC CAMK1D CARD9 CASC2 CBX5 CBX6 CCL17 CCL22 CCL26 CCL5 CD200R1 CD209 CDC37 CDK19 CDK4 CEP97 CISH CKS1B CLEC4G CNOT3 COL11A1 CRISP2 CYSLTR1 CYYR1 DCANP1 DLX6-AS1 DSG1 DYRK2 ECH1 EDC4 EDDM3B EEF2K EEPD1 EHD2 EIF4G1 EMB ENO1 EPHX1 EPOP EQTN ERC2 EXT1 FADS2 FAM110B FCER2 FLVCR2 GAS2L3 GFRA3 GGTA1 GID8 GPI GPX2 GSTP1 GTF3C4 H3C11 HAO1 HLA-B HPD HSD11B1 HSP90AB1 HSPB1 HTT IL18BP INF2 INO80E INTS7 IRF4 KCNE1 KCNK6 KISS1R KRT4 KRT40 LANCL2 LENG8 LRRC69 LRRC74B MAF MAOA METTL7A MFHAS1 MGME1 MLST8 MMS19 MORC4 MPDU1 MPV17 MRGPRX1 MRPL38 MRPL48 MRPS7 MS4A3 MTHFD1 MTMR14 MVD NARS2 NDUFV1 NEMP2 NFE2 NFXL1 NISCH NME7 NPRL2 NUBP1 NUDT16L2P NUP93 OLFM2 OXA1L PACS1 PALB2 PALLD PCSK7 PDGFB PDGFC PHPT1 PI4K2A PIEZO1 PIK3R6 PITRM1 PLOD1 PMVK PPP1R9B PRMT5 PRPF8 PRPS1 PSME3 QSOX1 RAB8A RABEPK REEP5 RERE RIDA RYBP SCAND2P SCD SDC4 SERPINB5 SFT2D2 SHISA3 SLA SLC17A8 SLC23A3 SLC25A20 SLC26A6 SLC47A1 SLC7A8 SLCO3A1 SLX4 SNHG29 SNX17 SNX8 SPAG4 SPINT2 SRSF5 STAB1 STOML2 SYNGR2 TBRG4 TBXAS1 TKT TMEM71 TOMM22 TP53 TRIB2 TRIM48 TTC9C UBAP2L UBE2C UBTF UPK1B WBP2NL WIZ XXYLT1 ZBTB46 ZC3H3 ZFP36L1 ZNF138 ZNF442 GSE11367_CTRL_VS_IL17_TREATED_SMOOTH_MUSCLE_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11367_CTRL_VS_IL17_TREATED_SMOOTH_MUSCLE_CELL_DN ABHD10 ADGRF1 ADGRG5 ADRA1B ALDH3B1 ALG12 ANGPT4 ANKRD45 ANXA13 B9D1 BEX1 BRD8 C14orf39 CABLES2 CAPZA2 CCDC3 CCKBR CD14 CFAP58 CGA CLIP4 CMTR2 CNTNAP4 COX5B CTH CTNNA1 CYFIP1 CYP2R1 DIMT1 DNAI3 ENO1 ENO4 FAM118B FIBIN FNBP1L FREM2 FTO FUS GABRB2 GALNT14 GAREM1 GGTA1 GLUL GNA15 GNG2 GTPBP10 GUCY1B2 HELLS HOXC6 HTR3A INTS4 IQCF1 ISG20 ITGB8 KCTD6 KLHL13 KLHL23 KREMEN2 KRTAP10-4 KYNU LGI2 LILRB3 LILRB4 LIPE LRRC19 LRRC52 LSG1 LSP1 MARCHF1 MIR450B MIR495 MIR653 MIR7-1 MLPH MMAA MSR1 MT1A MTMR14 NAT1 NQO1 ORM1 PADI1 PAQR5 PCDHB10 PDCD1LG2 PDE9A PDZK1IP1 PEX11A PGD PGLYRP1 PGLYRP4 PLA2G12B PRTN3 RAB27B RBM24 RCBTB2 RNF121 RPAP2 SCTR SDK2 SLCO4C1 SOX1 SPINT3 SSR1 STING1 TBC1D5 TGM2 TMEM198 TMEM35A TMPRSS11A TMPRSS13 TPPP2 TSLP VPREB1 WARS1 XRCC4 ZMPSTE24 GSE11367_CTRL_VS_IL17_TREATED_SMOOTH_MUSCLE_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11367_CTRL_VS_IL17_TREATED_SMOOTH_MUSCLE_CELL_UP ADAM7 ADAMTS14 ADSS2 AFAP1L1 AGFG1 ALLC AMDHD1 ANO6 AP3B2 ARIH2 BEGAIN CABP2 CACNB3 CBFA2T2 CCDC115 CCDC70 CFAP100 CLCN1 CLRN3 CNNM2 COL14A1 COL6A1 CSN1S2AP DDI1 DDX54 DSG4 EIF3E ELN ERLIN2 ESRP2 FAM184A FARP1 FBRS FEM1A FLRT2 FOXB2 FOXD3 GTF2I HCFC1 HEBP2 HECW1 HOXA13 HYAL3 IGHM IQCA1 KCMF1 KCTD1 KDM4B KIF19 LLGL2 LMOD2 LRIG3 LRP5 LRRC30 LSAMP MARCHF11 MARVELD3 MAT2B MATN4 MC2R MCTP2 MFSD6 MGAT3 MIR151A MIR202 MMP20 MORN4 MS4A7 MYMK MYO15A MYO15B NIBAN3 NKX2-2 NR6A1 NTN3 OBSCN OCLN PARVA PDIA5 PDZD7 PELI3 PHOX2B PIEZO2 PKD2L2 PLBD2 PNMA3 PNMT POGZ PPP3CC PRKAR2A PRRC2A PRRT1 PRSS27 PTPRU RALBP1 RBL1 RNF144A SAA4 SCML4 SETD1B SFRP4 SLC1A3 SLC22A25 SLC6A3 SP2 SPACA4 SPATA2 SPATA2L SRPRA STAT3 SUFU SYT1 TAFA3 TAPT1 TBX2 TGM1 TMEM116 TMEM125 TMEM169 TMEM89 TOR3A TRAM1L1 TRIM42 TRIM66 TSPAN1 UBALD1 UBAP2 UBQLN1 UCP2 UHRF2 USP12 USP26 WFDC13 WRAP73 WWTR1 ZHX2 ZSWIM2 GSE11386_NAIVE_VS_MEMORY_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11386_NAIVE_VS_MEMORY_BCELL_DN ACP5 ACTN1 AGL AKAP13 AKAP9 ALAS2 ALDH6A1 AR ARMCX2 ARRB1 ASAP1 ASH1L ATP10D ATP8A1 BACH2 BANK1 BEX2 BTG1 CASD1 CBLB CD22 CD5 CD6 CDC37L1 CHD9 CMYA5 CR2 CRYBA1 DDIT4 DECR1 DOCK2 DPP4 DUSP12 DYNLT3 EIF2AK4 EIF4G3 ENTPD4 EPCAM ETNK1 EVL FAM53A FAM53B FBXL17 FILIP1L FMO5 FNBP4 FOXP1 GABBR1 GBE1 GNL3 GPR183 GPR52 GPRASP3 GRAMD1B ID3 IFIH1 IKBKE IL12B IL6ST INSR INSYN2B IRF9 JMJD1C KCNAB1 KCTD19 KDM5B KIF13A KMT5B LCLAT1 LEF1 LINC-PINT MAP3K5 MARVELD1 MBNL2 MDN1 MGAT5 MGST2 MTFR1L MTSS1 MYB MYCBP2 NAP1L5 NBN NEU3 NIPBL NISCH NLRC5 NNT NSD1 NUP153 OGT P2RX4 P2RX7 PANK1 PATJ PCMTD2 PELI1 PGPEP1 PHYH PIK3IP1 PLA2G3 PLEKHA1 PLEKHG2 PLOD2 PPIC PRKCA PRMT6 PTPN13 RABGAP1L RAPGEF4 REL RFX7 RHBDD2 RIC8B RICTOR RIMKLA RIMOC1 RNF185 RPLP2 RPS26 RSF1 S100PBP SFMBT2 SIDT1 SLC12A7 SLC28A2 SMG6 SOCS5 SPECC1L SSBP2 ST7 STAR SYNE1 TBC1D23 TBC1D5 TCF12 TCF7 TIMP2 TOX TRAF1 TRAF5 TRIM14 TRIM25 TRIM39 TSPAN13 TULP4 USP45 UTRN VIPR1 WAC WDR37 WDR49 XAF1 ZCCHC7 ZFP36L1 ZKSCAN3 ZMYM5 ZUP1 GSE11386_NAIVE_VS_MEMORY_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11386_NAIVE_VS_MEMORY_BCELL_UP ADD1 ADGRE5 AGPS APPL1 ASPM ATP5F1A ATP6V1A BLMH BLVRA BUB1 BUB1B CALM3 CCDC34 CDC25C CDC37 CDC45 CDCA2 CDCA8 CDK1 CDK2 CENPE CENPF CENPP CEP55 CETN2 CFL1 CHD7 CINP CIT CLPTM1 COX4I1 COX7A1 CRIP1 CRYBG1 CTSD CXCR6 DAPK2 DHX29 DNAJB6 DPCD DPM3 DTL DYNC1I2 ECH1 EDEM3 EFTUD2 EGLN1 EIF3C ELOF1 EPAS1 EPHA3 EPRS1 F2RL2 FHIP1B FIGNL1 GABARAPL2 GALK2 GAS2L3 GBP3 GFM1 GGH GHITM GINS4 GLRX GOPC GSS H2AC25 H2BC1 H2BC4 H4C4 HASPIN HAVCR2 HSD17B12 HSPA13 HSPA5 IDH3A IL2RA INSL6 ITGB2 KIF15 KIF18A KIF20B KIF22 KIF23 KIF4A KLHL28 KLRC1 KNL1 KNTC1 LAMC1 LGALS1 LILRB4 LIN54 LRR1 LRRC41 LSM4 LUC7L LYAR MACROH2A1 MAP2K3 MATN2 MCM7 MCM8 MDM1 MED21 MELK MFAP3 MFSD1 MPND MT2A MTX1 MYO1G NCAPG NCBP2 NDC80 NDUFA9 NDUFB8 NEPRO NPC1 NUP37 NXT2 PACSIN2 PBK PDCL PDIA6 PGK1 PGM2L1 PIH1D1 PLK4 POLR2K POLR3K PPP1CA PPP3CA PPP4C PRC1 PRDM1 PRKX PSMA2 PSMA7 PSMB7 PSMD13 PSMD2 PTPN12 PYCARD RAB11FIP4 RAB27A RAD51 RAD51AP1 RAD54L RBM8A RMDN2 RPS6KA1 RRM1 RRM2 RUNX1 SDHD SERINC3 SERPINB9 SF3B5 SGO1 SGO2 SHCBP1 SLAMF1 SLC2A3 SMC2 SPDL1 SPN SSR1 SSR3 ST3GAL4 SYNGR2 TBCB TEX15 TEX9 TNFSF10 TOMM6 TOP2A TRAPPC1 TRIP13 TSPAN2 TUBB2A UBE2T VPS45 ZMPSTE24 ZMYND11 GSE11818_WT_VS_DICER_KO_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11818_WT_VS_DICER_KO_TREG_DN AARSD1 ABCA5 ABT1 ACVR2A ANAPC1 ANAPC13 ANKRD52 AOC2 AP3S1 APOBEC1 APTX ARHGAP18 ARL6IP4 ARMC1 ASXL2 ATAD5 ATE1 ATP13A5 BBS4 CALCOCO2 CARD11 CARF CASP4 CCIN CD200 CDR2 CENPH CHCHD3 CHD9 CHRM5 CLCC1 COASY COPS2 COQ6 CRCP CREM CUL4A CWC25 CXCL13 CYLD DARS2 DDHD1 DDHD2 DDX56 DDX6 DESI2 DNMT1 DPPA3 DUSP22 E4F1 ECI2 ELP1 EML5 ERLIN1 EXOC1 FAM168A FBXL20 FBXO38 FECH FKBP11 FLVCR1 GABRG1 GALC GART GDA GGCX GPCPD1 GPHN HELZ2 HERC3 HHLA1 HIPK1 HNRNPF IFFO1 IL18R1 INPP5F IRF7 ISOC1 ISYNA1 KEL KLF12 KLHL18 LRIG3 LRRFIP2 LSG1 MAPK9 MED16 MIR488 MKLN1 MRPL15 MRPL50 MTDH N4BP2L1 NELFE NENF NRN1 NUDT22 P3H1 PARP8 PCBP1 PDE4A PHTF2 PIGK POLR2C PPFIA2 PRPF38A PTK2 PTPN11 PTPN22 RAD18 RBKS RPL23 RPL32 RPS14 RSAD2 RTP4 SDC2 SEC23IP SGF29 SLC11A2 SMAD2 SNAPC4 SPACA1 STAT4 SUCLG2 SYNE1 TAF5 TAF9B TASP1 TFRC THBD TMEM167A TMEM86B TOR3A TRIM58 TRMT11 TSPAN13 TSPYL2 TUBGCP2 UBR1 URI1 USP16 UST UTP25 VPS16 VPS50 WASL WDR11 WDR53 XRN1 YTHDC2 ZBTB20 ZC3H6 ZSWIM1 GSE11818_WT_VS_DICER_KO_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11818_WT_VS_DICER_KO_TREG_UP ABCA4 ADPRHL1 AGER ALPG AMPD1 ANKRD50 ARHGAP19 ARMCX1 ARSI BOLA2 BRI3 BTD CAPZB CARMIL3 CATSPERB CBLN2 CD34 CHRNB3 CLDN11 CLGN CLXN CNGA1 CORT CRACR2A CRAT CRX CRYBG1 CWH43 CXCL17 CYP27A1 CYP2S1 DDX19B DEGS2 DLEC1 DMRT3 DUSP8 EGR3 ELN EPCAM EPHX4 F2 FA2H FAM135B FAT3 FGF1 FLCN FSTL5 FZD6 GALNT10 GARIN4 GBX1 GDNF GLOD5 GOLT1A GPC5 GPRC5C GRM5 GSTM2 H1-7 HCN4 HDGFL1 HPS6 HSPG2 IFNA5 IGDCC3 IL6ST ITGA1 ITPKA JADE1 JPH4 KCND3 KCNJ4 KCNK9 KIF26B KRT34 KRT35 KRT36 MAP3K13 MDGA1 MGP MIR211 MIR30D MIR328 MRPS24 NDRG4 NEK3 NKX2-1 NKX2-5 NRG1 NTSR1 OVOL3 PCGF2 PDLIM4 PDYN PDZD2 PHLDA2 PIM2 PITX1 PLD6 PMP22 PRKN PRODH PRSS45P PTCRA RAB38 RAB44 RAC3 RASA3 RASL10B RGS13 S100A7A SATB2 SCARF2 SCN1B SERINC5 SERPINA10 SIPA1L1 SLC18A3 SLC39A2 SLC6A5 SLC6A8 SPARC SRL STRN SYCE2 SYCP2L SYNDIG1L TBX18 TEKT4 TFEB TGFBR1 TGIF2 TM4SF4 TMEM139 TMEM14C TMEM184A TMEM221 TRIB1 TRIB2 TRIM15 TRIM47 TRPM8 TSPAN10 ZBTB7C ZC2HC1A ZIC2 GSE11864_CSF1_IFNG_VS_CSF1_IFNG_PAM3CYS_IN_MAC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11864_CSF1_IFNG_VS_CSF1_IFNG_PAM3CYS_IN_MAC_DN ACSL5 ANKRD11 ANKRD19P ANKRD37 ARHGEF10L ARL8B ATG4D ATP13A3 ATP6V1C1 BBIP1 BCL2L14 BIN3 BTBD19 CASP4 CASP5 CC2D1B CCDC59 CCDC90B CCR5 CD2 CD276 CD44 CD55 CDK17 CDKN1A CDYL2 CEBPG CKAP4 COL10A1 COL16A1 CREM CSRP2 CTNNAL1 CXXC5 CYTH1 DENND4A DENND5A DERL2 DEXI DLGAP1-AS2 DNAJB12 DOCK3 DUSP4 EHD1 ENSG00000215022 ETF1 EYA3 FAM131A FAM200A FAM78B FBXO42 FBXO46 FMNL1 FOXM1 FPR1 FSD1L FUNDC2 GARS1 GCLM GLA GPR107 GPR137B GTF2H4 GTPBP2 H2AC4 H3C6 H3C8 HELLS HES4 HGS HIVEP1 HIVEP3 HRH1 HSPA1A HSPA2 IAH1 IFNAR1 IFT57 IGFBP4 IGLV1-44 IL15RA ILF2 IRX4 ITGA5 ITGAX JAK3 LAMP3 LFNG LINGO1-AS1 LRRC52-AS1 LRWD1 LYRM4 MAGOH2P MB21D2 MGLL MICA MICALL2 MIR3976HG MORF4L2 MS4A14 MT1E MYBPH MYO1B NAA11 NCAM1 NEK6 NFE2L2 NIBAN2 NME7 NRCAM NUP58 OMD OPTN OR2B2 ORAI1 PBDC1 PDE7A PIM1 PIR PISD PLA2G5 PLAC8 PMPCA PMS2P2 PNLDC1 PNP POFUT2 PROX1-AS1 PSMC3 PSMD1 PSMD11 PSMD14 R3HCC1L RAB22A RAB40AL RAPGEF1 RAPSN RBMX2 RETREG1 RGS1 RIT1 RLN3 RPGR RRAGA RSL24D1 RUNX3 SAMSN1 SENP5 SERPINB1 SH2B2 SH3GLB1 SLAMF7 SLC12A6 SLC16A10 SLC17A3 SLC1A2 SLC22A1 SLC6A1 SMS SOX17 SPAG9 SPP1 SPSB1 STEAP1B STK10 SUCNR1 SYDE2 TBC1D7 TCF7L2 TMEM120A TMEM25 TMEM88 TNFSF14 TOP2A TP53BP2 TRA2B TRIB1 TRIM10 TRIM13 TSC22D1 TSPYL6 TXNL1 UBAP1 UBE2A UBE2DNL UPP1 USP49 UST WIZ ZFAND2B ZFAND3 ZFYVE27 ZNF584 ZNF598 ZNF830 GSE11864_CSF1_IFNG_VS_CSF1_IFNG_PAM3CYS_IN_MAC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11864_CSF1_IFNG_VS_CSF1_IFNG_PAM3CYS_IN_MAC_UP ABL1 ACAA1 ACBD6 ACLY ACSM3 ADISSP AHCY AIM2 AKTIP ALDH3B1 ANAPC5 ANKZF1 AP3S1 APOL4 ARHGAP15 ARHGDIB ATPAF1 ATXN10 AUH BCDIN3D BRDT BTD CALHM2 CAST CCDC51 CCR1 CD302 CDK2AP1 CDKAL1 CEMP1 CERS2 CHIA CHN2 CHST12 CNOT7 CORO1B CPPED1 CTDSP1 CYP4V2 DARS2 DCXR DDRGK1 DDX51 DIMT1 DKC1 DNAJC10 DNMT1 DOCK8 DPAGT1 DPH5 DPYD EHHADH EIF3D EIF4A3 EIF4E3 ELMO1 ENSG00000289161 ENTPD1-AS1 ENTPD6 ERCC5 ERCC8 ESYT1 FAAP20 FAM210B FBXW4 FECH FES FH FKBP1A GALE GDPD5 GHDC GIMAP1 GIMAP8 GIT2 GLO1 GOLGA8H GPS1 GSTK1 H2AZ1 HACD4 HAUS1 HDDC3 HVCN1 IFI16 IL26 IPO8 ITFG1 KATNB1 KIAA2013 KLHDC2 LAPTM5 LDHA LIX1L MAF METTL5 MIPEP MR1 MRPS26 MRPS34 MYCL MYO1F NAPSB NHERF1 NME3 NSMCE4A NT5DC1 NUDT16L1 NUDT16L2P NUDT6 NUP43 NUP88 OAS2 OSBPL1A OXNAD1 PAIP2B PARL PARVG PCYOX1 PEBP1 PGAM1 PHB1 PHF7 PLAAT3 PLCL2 POLR1E PPP1CC PRPF6 PSME3IP1 PSTPIP1 PYCARD RABGGTA RAC1 RAP1A RAP1GAP2 RASGRP4 REEP4 REEP5 RIDA RNF214 RPIA SAP30 SCO2 SDC3 SDHD SIPA1 SMARCA2 SNTB1 SNX2 SORD SORT1 SP110 SPATS2L STAC3 STARD13 STK24 STMN1 STOML1 SYNJ2BP TCF19 TCFL5 TCIM TIMMDC1 TMEM175 TMEM230 TMEM53 TMEM97 TMPRSS5 TP53TG1 TPGS2 TRIM14 TRIT1 TRMT5 TST TTC9C TUBA1C UBE2F UBL7 USP18 UVRAG VAMP8 VCL VPS35 VPS8 WASHC5 WDR76 ZCCHC13 ZDHHC7 ZFTRAF1 ZFYVE19 ZNF124 ZNF215 ZNF250 ZNF252P-AS1 ZNF362 ZNF467 ZWINT GSE11864_CSF1_IFNG_VS_CSF1_PAM3CYS_IN_MAC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11864_CSF1_IFNG_VS_CSF1_PAM3CYS_IN_MAC_DN ABCF1 ABL2 ACSL5 ACTB ADGRA2 AIFM2 ALYREF AMPD3 ARL8B ASPHD1 ATG13 ATP13A3 BANP BASP1 BIN3 BOD1 BRD2 BTG2 CASP4 CASP5 CBX5 CCR5 CCT6A CD109 CD2 CD40 CD83 CDKN2B-AS1 CHI3L2 CHMP7 CMTM6 COL4A3 COLEC10 CRADD CREB3 CS CSGALNACT1 CXorf58 CYP2F1 DAXX DCP1A DDX31 DDX3Y DGCR8 DHX36 DNAAF5 DNER DTX1 DTX2 DTX4 DUSP11 EMD EPPK1 ETS1 FABP3 FAM168B FASTK FBXO28 FBXO42 FOLR1 FOSL1 FPGS FPR1 FTH1P5 GABRB2 GARS1 GLA GNL3 GOLT1A GPR107 GRHL1 H2AX H3C8 HAMP HCG4 HGS HNRNPA0 HNRNPC IARS1 IFRD2 IGFBP4 IL1RAP IMPDH2 IPO4 ITPRIP IWS1 JOSD1 JUNB KCTD7 KHNYN KIAA1210 KLHL5 LAMB3 LIMK2 LINC-PINT LINC00174 LINC01592 LINC02139 LINGO1-AS1 LRRFIP2 LYN MAMLD1 MAP4K4 MB21D2 MCOLN2 MGLL MLLT6 MREG MT1F MUCL1 N4BP1 NABP1 NEDD9 NMRAL2P NOL9 NPAP1 NUP58 PA2G4 PAK1IP1 PCDH11X PFKFB3 PNO1 POU2F2 PPP1R2 PRPF40B PSKH1 PSMB5 PTGS2 PXDC1 PYCR3 RABGEF1 RAI14 RBMX RDX RELA RETREG1 RHOG RIN2 RPGR RPL5 RRS1 SCN1B SERTAD4BP SESN2 SFI1 SLC1A3 SLC22A3 SLC25A31 SLC25A53 SLC35F5 SLC3A2 SLC6A6 SLFN5 SLFNL1 SNAI1 SNORA74A SOSTDC1 SOWAHC SPAG9 SRC SRP54 STK17A TAF3 TBC1D30 TEX46 TFRC TMA16 TNPO3 TOM1 TRA2B TREML3P TRIM13 TSC22D1 TSPAN14 TTC7B TUBB TUBB2A TULP3 TXNRD1 UBE2A UBQLN4 UBTD2 UGCG UPP1 URB1 USP47 VMO1 WDR86-AS1 XRCC6 YARS1 ZBBX ZNF215 ZNF563 ZNF625 ZNF701 ZNF81 GSE11864_CSF1_IFNG_VS_CSF1_PAM3CYS_IN_MAC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11864_CSF1_IFNG_VS_CSF1_PAM3CYS_IN_MAC_UP ABHD2 ACAA1 ACSM3 ADCY7 AGPAT5 ALAS1 ALDH6A1 ANXA1 AP3S2 APOBEC3A ARL11 ATG16L2 ATG3 ATP6V0A1 BRI3BP C1orf174 C2 C4orf33 CA5B CAMK1D CARD9 CCDC112 CD46 CDK5RAP3 CEP85 CHST12 CLEC10A CLSTN1 CMTR1 CNPY3 COG6 COL8A2 CORO1C CPPED1 CREB3L2 CSF3R CTDSP1 CXCR4 CYP2S1 DECR1 DHX58 DIAPH1 DLAT DNPEP DOCK5 DUSP10 ECHDC1 EEIG2 EHMT2 EIF2AK1 ENTREP3 EPRS1 ERMP1 ERRFI1 ETFRF1 EVI2A FAM111A FAM117B FAM21EP FANCD2 FBXO6 FDXR FECH FKBP1A FLOT2 FRMD3 FYB1 GBP2 GINS1 GLT1D1 GNG7 HACD4 HAVCR2 HK1 HLA-A HLA-B HLA-DMA HPS3 HPS4 HSPA8 HSPBAP1 IDNK IFI35 IL17RA IL18BP IL2RG ING1 ING4 INTS3 IRF2 ITGAM JAK2 KAT2B KIAA0513 KLF4 L3MBTL3 LIG1 LINC00324 LIX1L LPAR6 LRBA LRRC37A2 MCM6 METTL7B MGST2 MICU1 MIDEAS MKRN1 MOV10 MTHFR MYD88 MYO18A MYO1F NAPA NARS1 NOD2 NT5M NTAQ1 NUDT7 OMA1 ORAI3 OSCP1 OSGEPL1 OXNAD1 PAK1 PAQR8 PARP9 PBX3 PDS5B PFKM PGM2 PGRMC1 PIK3IP1 PITHD1 PLCL2 PLXNB2 PPP1CC PRCP PRDM13 PRIM1 PYCARD RAB32 RAD51 RALB RBL2 RCBTB2 RCSD1 RGS18 RIGI RITA1 RNF138 RNH1 RNLS RPS6KA5 RUBCN SARAF SDHAP1 SDS SEPTIN4 SIGLEC1 SLAIN1 SLC15A4 SLC18A1 SLC25A45 SLC2A13 SLC49A3 SLC9A9 SLFN11 SMAP2 SMARCA2 SNAP23 SORD SPATA5 SPIRE1 ST6GAL1 STARD13 STX10 TCN2 TEX14 THNSL1 TK2 TMC6 TMEM106B TOP1MT TPI1 TRAM1 TRIM21 UBXN11 USP30-AS1 USP6NL UVRAG WDR41 WIPF1 XPO7 ZNF248 ZNF395 ZNF689 ZNF775 ZNF785 ZRSR2 GSE11864_CSF1_PAM3CYS_VS_CSF1_IFNG_PAM3CYS_IN_MAC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11864_CSF1_PAM3CYS_VS_CSF1_IFNG_PAM3CYS_IN_MAC_DN AATBC ADCK1 AHCYL2 AKIRIN2 ALAS1 ANKHD1 ANO5 ANOS1 APOBEC3A ARHGAP45 ARHGEF3 ASPHD2 ATF5 ATP6V0A1 ATP6V0C ATP6V1A BLOC1S2 BLOC1S6 C15orf32 C1QTNF9 CAMK2G CAPS2 CBFA2T3 CCDC141 CCDC69 CCL20 CD200 CD244 CDC42SE2 CDH13 CEBPG CENPH CENPN CFAP58 CHST4 CLEC2B CLEC4E CLN8 CREB5 CSF2RB CTRL CTSC CWF19L1 DDHD1 DECR1 DENND1B DHRS9 DLAT DNAJB4 DND1 DOCK8 DTX3L DYSF EDN1 EFEMP1 ENSG00000230707 ENTPD1 EVI2B EXOC3-AS1 EXTL2 F2RL2 FAR1 FCGR1BP FCGR2C FLOT1 FMO4 FRAT1 GALNT3 GBP3 GBP4 GHITM GIMAP8 GRK6 GSTO1 GUCY1B1 GVINP1 GZMB HBP1 HCG27 HLA-A HLA-DMB HLA-DQA1 HNRNPLL ICAM2 IDO2 IFI27 IFIH1 IL12RB1 INPP4A IPCEF1 ITGAD ITGAL ITGBL1 ITIH4 JAK2 KAT2B KIR3DL1 KRTAP9-9 LAP3 LIG1 LIN7B LINC01127 LMCD1 LPAR6 LRRFIP1 LY6G6E MAFF MALT1 MBNL1 MEF2A MICU1 MITF MYO1C NAA11 NFATC3 NFE2L1 NFKBIE NME7 NMI NTRK2 OASL OMD PAK1 PARP8 PARP9 PARVG PCGF5 PDCD1LG2 PDP1 PF4V1 PLA2G12A PLEKHG1 PLP2 POMP PRRG4 PRXL2A PSMA5 RAD9B RBM33 RELL2 RGS3 RMI2 RUNX2 SAT1 SCARF1 SCPEP1 SCRN1 SDS SECTM1 SELENOO SELPLG SERTAD3 SFT2D2 SFTA3 SGTA SH2B2 SLC1A4 SLC38A2 SLC6A12 SMIM14 SMPD3 SNTB2 SNTG1 SPPL2A ST3GAL5 STAC3 STAMBPL1 STARD4 TACC1 TAFA2 TAGLN TAP2 TCF7L2 TCN2 TGFB1I1 TMEM140 TNFSF13B TRANK1 TRDV2 TRIM8 TRMT44 TUBA1B TUBA3D TUBA4A UBALD2 UBR4 UTRN VAMP5 WIPI2 ZBTB46 ZDHHC20 ZNF101 ZNF385A GSE11864_CSF1_PAM3CYS_VS_CSF1_IFNG_PAM3CYS_IN_MAC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11864_CSF1_PAM3CYS_VS_CSF1_IFNG_PAM3CYS_IN_MAC_UP ABHD17C ADGRA2 ADI1 ANKRD26 APIP ARAF ARPP19 ATL2 ATXN7L1 B3GALT5 B3GALT6 BATF BBS1 BCCIP BCDIN3D BCL7A BMP6 BRMS1L C1orf53 CAPN2 CDK2AP1 CLIP2 COMT CRADD CSNK1G2-AS1 CXCL3 CXCL6 DDX42 DENR DKC1 DLGAP1-AS1 DNAAF5 DSC2 DSE EIF2S1 EIF3D ENSG00000229727 ENSG00000245651 EPB41L3 FAIM FAM228B FARSB FCHO2 FCMR FFAR3 FLNA FLVCR2 FOLR2 FPGS GADD45B GALNT4 GALNT6 GAR1 GHRLOS GK5 GMEB2 GNAI3 GNG2 GNL3 GTF2E1 GZMK HADHB HAS1 HCFC1R1 HCG4 HEY1 HNRNPC HNRNPF HSD17B3 IARS1 IFRD2 ILF2 IMP4 IMPA2 IMPDH2 ITM2A ITPRID1 JADE3 JPH3 KCNV2 LARS1 LAS1L LDHA LEP LINC00857 LINC02260 LITAF LORICRIN LRPPRC LXN LYAR LYRM4 MAF MAOA MB21D2 MCCC2 MED12L MIEF1 MRPL32 MRTO4 MTHFD1L MYO1D NCL NEDD9 NEK6 NIFK NME9 NOC2L NOL6 NOL9 NPM1 OAZ3 OLA1 PA2G4 PAM PCDHB14 PCID2 PCNX1 PDPN PERP PGRMC1 PHF21A PLK1 POTEKP PPFIBP1 PPP2CB PREP PRG2 PRKCH PSEN2 PTPRJ PUS1 QSOX2 RACK1 RAD23B RASAL2 RBM17 RHBDF1 RIPOR2 RIPPLY2 RNF144B RNF145 RNF175 RPIA RPS8 RPTN RSL24D1 SAMSN1 SCN9A SDC2 SEC63 SEPTIN9 SERBP1 SERPINB2 SERPINE1 SERTAD4BP SGPL1 SIN3A SLC1A2 SLC44A1 SLC5A6 SMS SNHG16 SNRNP40 SNX17 SPRR2C SRGN SRSF12 SSRP1 SVIL TAF9B TARP TAS2R1 TATDN1 TDG TDO2 TEAD1 TENM2 THAP10 TMEM242 TMEM255B TNFSF9 TNIP1 TRAP1 TRIM47 TUBB UBQLN4 UBXN10 VSTM2L WFDC10A ZCCHC24 ZFR ZNF146 ZNF174 ZNF528 ZNRF1 GSE11864_CSF1_VS_CSF1_IFNG_IN_MAC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11864_CSF1_VS_CSF1_IFNG_IN_MAC_DN AARS1 ABT1 AFAP1 AGAP11 AGTR1 AIFM2 AK4 ALAS2 ALX1 AMBP ANGEL1 ARL1 ASB12 ATF5 ATP10B ATP6V1E1 ATP6V1G1 B3GALT6 BABAM2 BEX5 BST1 BTN3A2 BUD23 BZW2 C11orf21 C14orf39 CASP7 CC2D1B CCDC181 CCR5 CD33 CEBPA CFAP54 CFAP68 CMTR1 COG5 COL28A1 COL9A2 COX7B DAP DENND1A DIABLO DIP2C-AS1 DLAT DNA2 DNAJA4 DPAGT1 DSE DTX3L DUSP5 DYNLT1 EDEM1 EID3 EIF2B4 EIF4G3 EIF4H EIF6 ELAVL1 ENTREP3 EOLA2 ETV5 EXOSC5 FCHO1 FKBP15 GDPD5 GLT1D1 GORASP2 GPR62 HCAR3 HLA-DQB1 HSBP1 HVCN1 HYKK HYOU1 IFNA16 IFRD2 IL27RA IL36G KARS1 KCNE5 KIAA0930 KNG1 KTI12 LCTL LDLR LGALS3BP LILRA1 LILRA5 LILRB4 LIMS3 LINC00929 LINC01845 LINC02904 LONP1 LYSMD2 MOB3C MORC2-AS1 MOV10 MPO MRPL46 MSMO1 MTCP1 MTHFD2 NAGA NANS NDUFAF4 NECTIN2 NHLRC3 NIT2 NOC4L NOP2 NOPCHAP1 NSDHL NSMCE4A OGFOD1 OMP OSBPL6 P2RX6 PDLIM7 PFKFB4 PIGL PNOC PNP POC1A POLB POLR1E POLR3D PPA1 PRELID1 PRIM1 PRPF19 PSMA5 PSMB4 PSMB5 PSMC3 PSMD1 PSMD13 PSMD3 PTAFR PTPA PTTG3P PYCR2 QPCT RAPGEF2 RASGEF1B RCC2 RNLS RNPS1 RPF2 RPS2 RRP9 RUVBL1 SEC61G SETBP1 SLC1A4 SLC25A32 SLC25A37 SLC25A45 SLC37A1 SP110 SREBF2 SRPRB ST3GAL5 STOML1 STYXL2 SUSD6 TBC1D1 TCF12-DT TFB1M TGM2 THOC6 TIMM9 TMEM140 TMEM170A TMEM229B TMEM235 TMEM41B TMPRSS5 TRABD TRAP1 TRG-AS1 TRIM21 TXN2 UBB UQCRFS1 USP6NL VPS51 WDR77 XKR8 XPO5 ZCWPW1 ZDHHC4 ZFP57 ZNF236 ZNF391 ZNF668 GSE11864_CSF1_VS_CSF1_IFNG_IN_MAC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11864_CSF1_VS_CSF1_IFNG_IN_MAC_UP ABCC4 ADHFE1 AHNAK ANKZF1 AP1B1 AP2A2 APMAP ARHGAP9 ARMCX1 ATP2B1-AS1 ATP6V1D BCHE BEX3 BMT2 BNC2 BRI3BP C1orf43 C2orf76 C3AR1 CALHM2 CBY1 CCDC18-AS1 CCDC93 CCNDBP1 CD109 CD247 CELF5 CELF6 CEP95 CEPT1 CERS2 CHD4 CLEC11A CNPY4 COBLL1 COL10A1 CPNE2 CREB1 CREM CST6 CXCL3 DEPTOR DHRS9 DLGAP1-AS2 DNAAF11 DUSP22 EIF1AX EMC3 ENSG00000272447 EPHB2 ERGIC3 FAM234A FARP1 FIG4 GALNT11 GEM GGA2 GPR34 GPR82 GSDME H2BC8 HDAC5 HFE HGF HNRNPH1 HP1BP3 ID1 ID3 IER5L IFNGR1 IFT122 IFT52 IGBP1 IGF1R IQCH-AS1 ITGAE ITGB8 KDM5D KIF3C LINC00636 LINC00900 LINC00910 LINC00921 LINC02223 LMBRD1 LMO2 LYPD1 LZTFL1 MAP1LC3C MARCKS MATK MB21D2 MBP MCOLN1 MED12 MEPCE MERTK MGC16275 MIF4GD MIR663AHG MORF4L1 MTA3 NDRG1 NFE2L2 NISCH NME3 NME4 NQO2 NRXN2 NUDT16L1 NUP214 OIP5-AS1 PARL PARP2 PDE4A PEAK1 PHF10 POMT1 POR PPM1H PROX1-AS1 PTGFRN PTOV1 RAB33A RAB3D RAE1 RARRES1 RBP1 REPS2 RHBDD2 RIN2 RNASE4 RNF145 RPL41 RPRD2 RPS6KA2 RSRC1 SDF2 SEC62 SFR1 SH3YL1 SIAH1 SLC12A6 SLC19A2 SLC26A4-AS1 SLC43A1 SLC6A6 SLC7A8 SLCO2B1 SMARCE1 SNX24 SPATA7 SPEN-AS1 SPIRE1 SPTBN1 SRRM2 STAB1 SWAP70 TBC1D8 TESK2 TFRC TMCC3 TMEM167B TMEM218 TMEM234 TMEM50B TMEM59 TNFRSF8 TNRC6B TNS1 TREM2 TSHZ1 TSPAN13 UBL3 ULK2 USP6 VAPA VMO1 VPS13A VPS8 VWA5A WDR35 WWP1 ZBED5-AS1 ZBTB40 ZCWPW2 ZHX2 ZMYM2 ZMYND8 ZNF185 ZNF230 ZNF24 ZNF248 ZNF274 ZNF395 ZNF641 ZNRF1 GSE11864_CSF1_VS_CSF1_IFNG_PAM3CYS_IN_MAC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11864_CSF1_VS_CSF1_IFNG_PAM3CYS_IN_MAC_DN AADACL2 AARS1 ACSL4 ACSL5 ADAM17 ADGRF2 ADGRL3 ANKRD18A ARHGAP25 ARL8B ATG3 ATP11A-AS1 AXIN2 BATF3 BIN3 BNIP1 BOD1 BOD1L2 BUD31 BZW1 C16orf46 C19orf12 C6orf58 CCDC134 CCRL2 CCT3 CDH13 CEBPG CGA CKAP4 CLIC1 CNIH4 COQ7 COX17 CSF1 CSRP2 CYP1A1 CYP4F12 CYTH2 DBI DGKG DGKH DHCR24 DHCR7 DLAT DNAJB5 DSCAM-AS1 DSE DUSP11 DYRK3 EDF1 EIF2AK3 EIF4A1 EIF4H EML4 ERLEC1 EXOSC6 FAM81A FBXL19 FBXO46 FCAR FEZ1 FMO6P FPGS GADD45B GLA GMPPA GPR84 GRID2 GSTO1 GUCD1 GZMB HIVEP3 HLX ICAM2 IFRD2 IGFBP4 JAK2 JOSD1 KIAA0040 KNG1 KTI12 LILRB3 LINC01127 LINC01845 LINC02003 LRAT LRRFIP2 LRTOMT LYN LYSMD2 MACO1 MAP1LC3A MAP1S MAPK8 MDM1 MED1 MFAP1 MFSD12 MICA MIR9-1HG MMAB MRPL14 MRPL27 MRPL52 MTHFD1L MTHFS NAA11 NANS NBN NOP58 NR4A3 NXNL1 NXT2 PANX1 PCBD1 PDE7A PIR PITPNB PLEKHG1 PNPLA5 PPP1R11 PRKCD PRKY PSMB4 PSMB5 PTGER2 PTGIR PTPN7 PYCR2 R3HCC1L RAB21 RAD54L2 RBM11 RBM14 RETNLB RHBDD2 RHOH RIOK1 RPF2 RTP3 SAMD8 SCAF4 SECISBP2 SELENOK SERF1A SERPINE1 SFTA3 SIPA1L1 SLC1A4 SLC25A32 SLC2A3 SLC36A4 SLC4A4 SLC5A6 SPATA3-AS1 SPATS1 SPRYD3 SRPRB STARD3NL STK40 STYXL2 SUGP2 TARP TBC1D1 TBK1 TBPL1 TEX10 TEX14 TGM2 TJAP1 TMEM11 TMEM165 TMEM235 TRIM13 TRIM26 TRMT44 TSR1 TUBB TYMP UBE2A UQCC4 URB2 USP14 USP16 UST UTP11 VPS13A-AS1 VWA7 WDR4 XIRP1 XPO5 YKT6 ZC3H12C ZCWPW1 ZNF584 ZNRF2 ZSWIM8 GSE11864_CSF1_VS_CSF1_IFNG_PAM3CYS_IN_MAC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11864_CSF1_VS_CSF1_IFNG_PAM3CYS_IN_MAC_UP AASDHPPT ACAA1 ADARB2 ADCY9 AKAP9 ALDH3B1 ANAPC16 ARMCX1 ASGR1 ATP13A1 ATP6V0C ATPAF1 ATRX ATXN10 BBX BDH2 BMPR2 BRD3OS BRD8 C14orf119 C2CD3 C5orf34 CACNA2D4 CBR4 CDK2AP1 CDKAL1 CENPK CENPU CHST12 CNRIP1 COMT CPT1A CRBN CSTPP1 CUEDC2 DPY19L4 DPYD EIF4A3 ELAC2 ELAVL1 ENSG00000290941 EPHB2 EPHB3 ERMP1 ERP27 EXOC6B FAM120C FAM149B1 FCGR2C FGFBP2 FMO5 FOXO4 FYCO1 FZD10 GCHFR GLIPR1 GOLGA8H GPAA1 GPALPP1 GPI H2AJ H2BC8 H4C2 HCG11 HFE HMOX1 ID1 IFT27 IGBP1 IMPACT INTS3 INTS8 IPO8 ITGB5 JKAMP JMJD1C KHK KIAA2013 KLF2 LDHA LINC00910 LNPK LRRC39 LRRC40 LZTFL1 MAD1L1 MAVS MEGF8 METTL26 MGST2 MIR663AHG MMD MPI MTFMT NAPEPLD NATD1 NDRG3 NFU1 NISCH NME4 NPRL2 NQO2 NSF NSMCE1 NUP43 OGT OR1J4 OXR1 PAPOLA PAPSS1 PARP2 PDGFC PEBP1 PIP PIP4K2B PITHD1 PKIB PKP4 PLCB2 PMPCB POLR2G PPM1K PPP2R5A PRIM1 PRPS2 PTPRA REPS1 RFXAP RGS19 RPAP3 RPS6KA2 RPS6KA4 RTN3 SAC3D1 SARAF SEPTIN2 SF3A1 SFR1 SGSM2 SIPA1L2 SKP2 SLC27A3 SLC41A3 SLC7A8 SMIM19 SNORA71A SNRK SORT1 SPTAN1 SRPK1 SSBP3 STAU2 STK32C STK38 STN1 STT3B SULT1A1 SUMO3 SYF2 TARS2 TBC1D5 TEX13A TFPI2 TGOLN2 THAP10 TIMMDC1 TMCO6 TMED10 TMEM127 TMX4 TPT1 TRAPPC1 TRMT11 TUBGCP4 TXNDC16 UBA7 UBTF UNC5CL USP51 VPS28 XPO1 XRCC5 XYLT1 ZC3H6 ZDHHC3 ZDHHC7 ZFTRAF1 ZNF117 ZNF124 ZNF248 ZNF251 ZNF565 ZNF788P ZNF823 ZNF875 GSE11864_CSF1_VS_CSF1_PAM3CYS_IN_MAC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11864_CSF1_VS_CSF1_PAM3CYS_IN_MAC_DN AARS1 ABL2 ACSL4 ALDH1L1 ALYREF ANKRD12 ANXA7 ARFRP1 ARHGEF19 ARL8B ASAP2 B4GALNT2 BATF3 BCL9 BIRC3 BRPF3 C1QTNF1 C1orf198 CASP7 CCRL2 CD300LD-AS1 CD83 CHORDC1 CHRNA10 COCH CRIM1 CRISP2 CRY1 CRYGA CYP2F1 DAXX DCAF7 DCUN1D5 DHX37 DNAH12 DOCK4 DTX4 EDEM1 EIF1 EIF2A EIF4A1 EMC6 EN2 ENSG00000268472 EPB41L5 ETS1 EVA1A EXOSC6 FAM110B FARSB FAT2 FBXL19 FFAR3 FIGN FOSL2 GAL3ST2 GAR1 GBP1 GEMIN4 GFPT2 GK3 GLA GNL2 GOLT1A GPR107 GTF2A1L HCP5B HIVEP1 HIVEP3 HLX HMGN2P46 HOXD-AS2 HSPA13 IFNA16 IGFBP4 IL6-AS1 IMPDH2 IPO4 KCNMB1 LINC01085 LMNB1 LSS LYN MAGI2-AS3 MAPKAPK2 MCCC2 MED17 MIER3 MIR9-1HG MOK MPV17L2 MRPL3 MRPL52 MT1F MTA2 MTHFS MUCL1 NABP1 NECAP1 NFE2L1 NIFK NOC2L NOL6 NR4A3 NUP62 NUP88 NUP93 NUS1P3 OGN ORMDL2 P2RX7 PANX1 PCDH11X PDCD1LG2 PDIA5 PEDS1 PEX7 PIK3AP1 PIP5K1C PLAT PLEKHO2 PLGRKT PMM2 POLD2 POLR3D PPA1 PPIF PPP1R27 PRCC PRPF19 PRXL2C PSMC1 PSME3 PTPN12 RAB12 RAB21 RAD23A RAD23B RCAN1 RCC2 RHO RNF19B RPS16P5 S1PR5 SCGN SDF2 SEC13 SEC61B SECISBP2 SEMA3C SEMA3E SESN2 SF3B2 SLAMF7 SLC13A2 SLC1A3 SLC35F5 SMURF1 SNRPD1 SOS1 SRCIN1 STPG1 SZRD1 TAF1A TBC1D1 TEAD1 TFAP2A TFDP1 THOP1 THRB TMUB1 TOMM70 TRA2A TRAF7 TRIM13 TRIM61 UBE2O UFM1 UGCG UPB1 URB1 USP14 USP16 USP42 USP47 WIZ YBX3 YWHAH-AS1 ZC3H10 ZC3H12A-DT ZC3H15 ZNF335 ZNF81 GSE11864_CSF1_VS_CSF1_PAM3CYS_IN_MAC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11864_CSF1_VS_CSF1_PAM3CYS_IN_MAC_UP ABCC5 ACP5 ADORA3 ALKBH5 ANO6 AP1S2 AP2A2 AP3S2 APMAP ARGLU1 ARL15 ASGR2 ASRGL1 ATP11A ATP2B4 ATP6V0A1 BDH2 BLOC1S6 CAB39 CACNA2D4 CALHM2 CAMLG CBL CBX4 CCDC88A CD99 CEP68 CERS2 CFL2 CHST12 CMPK1 CNRIP1 CORO1C COX11 CREB5 CSTPP1 CTDSP1 CYTIP DBP DCAF5 DECR2 DNAAF11 DOCK11 DOP1A DPYD DSG2 DUSP22 EDEM2 EGLN1 EID1 ENSG00000289161 EPHB2 EPRS1 EPS8 ERMP1 ERP27 FAM76B FBXO41 FCHO2 FMO5 GCHFR GNG7 GNPAT GOLPH3L GOPC H2BC8 HACD2 HACE1 HAPSTR1 HERC4 HFE HSBP1L1 IFIT2 IGF1R IL1R1 INSR IQCH-AS1 ITSN1 JHY JMJD1C KAT2B KAT8 KDM3A KDM3B KDM5B KDM5D KPTN LARGE1 LINC00324 LINC02481 M1AP MCOLN1 MCU MGST2 MITF MKRN1 MLKL MPST MRM2 MRTFB MYCBP2 MYO1F NABP2 NAGLU NDRG3 NR1D2 NUDT13 NUDT16L2P NUP214 OR52K3P PAN3 PCM1 PCMTD2 PDE2A PFKFB4 PGM2 PIPOX PLA2G15 PLPP6 PPIL3 PPP2R5C PROSER2-AS1 PRSS35 PTPA PTPN4 PUS10 RAB11FIP1 RAB7B RAD51AP1 RALGPS2 RFPL1S RFX3 RFXAP RNF170 ROGDI RPS6KB2 RTN3 S1PR1 SELL SIPA1L3 SLC15A2 SLC2A13 SLC44A1 SLC47A1 SLC7A8 SLFN11 SNRK SOAT1 SOGA1 SPAG16 SPPL3 SPTAN1 SPTBN1 SRD5A1 SRPK2 SSBP3 ST6GAL1 STAC3 STK38 STN1 STT3B SULT1A1 SUMO2 SUMO3 SWAP70 SYNE1 TACC3 TARBP1 TAS2R10 TBC1D24 TCF19 THEM6 THUMPD1 TPI1 TRAM1 TRIM52 TUT7 UBXN11 UFL1 UROD VEZF1 WDR54 WDR81 WDR91 WIPI1 XPO1 ZC3H6 ZFP91 ZNF117 ZNF19 ZNF251 ZNF467 ZNF571 ZNF615 ZNF823 ZRSR2 ZSCAN16 GSE11864_UNTREATED_VS_CSF1_IFNG_IN_MAC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11864_UNTREATED_VS_CSF1_IFNG_IN_MAC_DN ACACA ACTL6A ADAMDEC1 AIFM1 ALDH1A3 ALOXE3 ANKRD27 ANKRD54 APTX ARL2 ARNT2 ARR3 ATF5 ATG3 ATP1B3 ATP6V1G1 BHLHE40 BTN3A3 C11orf54 C15orf40 C19orf12 CACYBP CCDC77 CCM2 CCT3 CD81 CDK2AP2 CFB CHCHD1 CKAP5 CNOT4 COMMD5 COX10 COX7B CPSF2 CREB3 CRELD2 CRYBG1 CSTF3 CTNNBL1 CTSL CTSLP8 CTTNBP2NL DAXX DBI DCAF1 DDC-AS1 DDX1 DHRSX DHX16 DLAT DPAGT1 DTX3L DUSP11 EARS2 EDEM1 EIF2AK3 ELOC ENSG00000290598 EOLA1 EXOSC2 FAM200C FAM20C GATB GIT2 GLA GOSR1 GTF2IRD1 HLA-DQB1 HSPA2 HSPA6 IFI44L IL6ST IMMT IPO9 ISG20 ISX ITGA10 KCNE5 KCTD5 LGALS3BP LILRB4 LINC01010 LMAN2 LNP1 LONP1 LRRC37A2 LYSMD2 LYSMD3 MAEA MAT2B MB21D2 MCEE MCOLN2 MDFIC MIR503HG MLF1 MOB3C MOV10 MRFAP1L1 MRPS31 MSANTD4 MTHFD1L NCOR1 NDUFC2 NFX1 NIM1K NOL3 NSF NSMCE4A NTPCR NUDCD2 NUP62 OXNAD1 PALB2 PARP9 PDE7A PDZD11 PGBD2 PHTF1 PI4K2A PLA2G4A PLOD3 PLRG1 PMM2 PMVK POLR2H PSMB3 PSMC3 PSMD3 PTH PTPA RAB7A RBM28 REEP5 RGS10 RHOU RIN2 RNF14 RPE SCO1 SDS SEC61G SELENOI SEPHS2 SERPINE2 SIAH1 SIL1 SLC15A4 SLC2A13 SLC30A6 SLC46A3 SLFN11 SMARCAD1 SMCR8 SMIM29 SNF8 SQSTM1 SRP68 SSBP1 STARD13 STX3 STX7 SZT2 TARDBP TEC TEX14 TIMMDC1 TJP2 TMEM165 TNPO1 TRAM1 TREM2 TTC27 TTTY5 TXLNA TXNDC9 UBE2F UBE2K UFSP1 USP10 USP19 VAC14-AS1 WDR5B WDR76 XIAP YARS1 YIPF4 ZC3H12C ZFYVE16 ZMYND19 ZNF112 ZNF14 ZNF146 ZNF19 ZNF222 ZNF234 ZNF274 ZNF671 ZNRF2 GSE11864_UNTREATED_VS_CSF1_IFNG_IN_MAC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11864_UNTREATED_VS_CSF1_IFNG_IN_MAC_UP ADRB1 AHR ALDH2 ALPK2 AOAH AP2M1 ATF6B BICRA BIN3 BST1 C11orf21 C1orf52 CACNA2D4 CCDC88C CD79B CDK2AP1 CHMP1B CHRAC1 CLASRP CNIH1 CNPPD1 CPNE2 CRYL1 DBP DDX3Y DLGAP4 DNTTIP2 DPH5 DUSP7 ELF2 ELK3 ELOVL5 EPB41L4A-AS1 EPRS1 ERGIC3 EVI2B FAAP20 FAM161B FAM43A FBXW4 FGR FLT3 FMO5 FRY-AS1 GAB2 GID8 GLTP GNB1 GOLM2 GPS1 GS1-279B7.1 GZF1 H2BC11 HHEX HMGXB4 HNRNPA1L2 HNRNPDL IDH3G IKZF5 IL12A IMPDH1 IRAK4 ITPKB ITSN1 JDP2 JOSD1 KCTD7 KIF9 KPTN LGALS8 LIN7A LINC00877 LINC02910 LMO2 LRCH4 LYPLA1 MAFF MAPKAPK3 MARCHF8 MEF2D MICAL2 MPRIP MRAP2 MRPS30 MYH9 NAA80 NARF NCK2 NET1 NFYC-AS1 NHERF1 NRIP3 NT5DC1 NTF3 ORMDL1 P2RX1 PCDHGA8 PCIF1 PDCD6IP PDCD6P1 PET117 PFKFB4 PHF10 PHYKPL PLB1 POFUT2 PROX1-AS1 PSPC1 PTK2 PTPN18 PURB RAP1A RAP1B RARA REPS2 RHBDD2 RIPK2 RNF135 RNF139 RPL12 RPL22 RPL23 RPL24 RPL41 RPL6 RPS11 RPS6 RPS9 RTRAF RUNX3 SAT2 SCGB2A2 SERTAD2 SESN2 SGSM2 SH2B2 SH3BGRL SIRPD SLAIN1 SLC12A9 SLC25A34 SLC25A36 SLC41A3 SLC46A2 SLC5A4 SMAD7 SMARCE1 SMYD3 SPTLC2 SSH2 STK19 SVBP SVIL TAF9B TAFAZZIN TBRG1 TCEA1 TCF7 TENT5C TEX22 TIMM9 TLE3 TMEM170B TMEM63C TPT1P8 TRAK1 TRIM11 TRPM4 TSPYL4 TTLL5 TUG1 UBL3 UBXN11 UTY UVSSA VIPR1 VPS13A VPS26B WASF2 WDR45B XRCC5 YPEL3 ZBTB43 ZC3H7A ZDHHC3 ZDHHC7 ZDHHC9 ZFTA ZNF160 ZNF281 ZNF296 ZNF521 ZNF598 ZNF669 ZXDC GSE11864_UNTREATED_VS_CSF1_IFNG_PAM3CYS_IN_MAC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11864_UNTREATED_VS_CSF1_IFNG_PAM3CYS_IN_MAC_DN AADACL2 ABCE1 ACOX1 ACP5 ADAM9 AKT3 ANO5 ASH2L ATF2 ATG101 ATP11A-AS1 BAZ1B BCL2L12 BIN3 BLZF1 BRINP1 C1orf112 C21orf91 C3AR1 C4orf54 CALU CBR4 CD180 CD2BP2 CDYL2 CHIC2 CIAO2B CLDND1 CLEC18A CLN8 COQ9 CPEB1-AS1 CSF1 CTR9 CYB5R1 DAB2 DAD1 DDX4 DESI2 DGKH DISP2 DLEU2 DOCK3 EDC4 EGLN2 ENTPD7 EXOC5 FAR1 FCGR1BP FJX1 FNDC3B FPGS FTL GAPT GDAP1 GHITM GORASP2 GPR132 GPR137B GPR85 GRIPAP1 GZMB HARBI1 HAS1 HCG4 HLA-A HMGCR HSPA9 HTR3B IKBKG IL3RA IMMT INO80 IPO7 IRF2 ISOC1 IST1 ITPKC IWS1 JPT2 KCTD17 L1CAM LHX5 LIFR-AS1 LINC01845 LRRC52-AS1 LRRTM1 LRWD1 LY9 LYSMD2 MACO1 MED1 MED28 MLF1 MMAB MTHFD1L MTMR9 MYDGF N4BP1 NECTIN2 NEXMIF NOS1 NR2F2 NT5C1B NUP188 NXT2 OR5P2 P4HA3 PCBD1 PCDHB7 PGBD2 PI4K2A PIP5K1A PLA2G4A PLEKHO1 PLEKHO2 PMM2 PNP POLR3C POP7 PPM1B PRSS2 PSMA1 PSMB2 PSMC2 PSMC6 PSMD13 PTPN21 QSOX2 RAB40AL RAP2C RBM19 RBM28 RDX RHOH RING1 RLN3 RMI1 RNASEH1 RNF14 RNMT SCAMP3 SDS SEC61A1 SEC61G SERF1A SERPINE1 SETD4 SLC11A2 SLC1A4 SLC30A6 SLC35F5 SLFN5 SMG8 SNRPG SNX9 SPACA6 SPATS2L SQSTM1 SRP54 SRP68 SRPRB STAG2 STAM2 STK40 STX3 SUGT1 TDP2 TERB1 TGS1 TIMM10 TINF2 TLR1 TLR8 TMED1 TMEM248 TMEM41B TNFSF11 TRGV5 TRMT2A TRRAP TXLNA TXNDC9 UBB UTP20 VCX2 VPS33A VPS53 YIPF4 ZC3H12A-DT ZFYVE16 ZNF175 ZNF227 ZNF302 ZNF407 ZNF506 ZNF746 ZNF75A ZNF804A GSE11864_UNTREATED_VS_CSF1_IFNG_PAM3CYS_IN_MAC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11864_UNTREATED_VS_CSF1_IFNG_PAM3CYS_IN_MAC_UP ABHD14B ABRAXAS1 ABTB3 ACSS1 ADISSP AFF1 AGO4 ALKBH4 ANKDD1A ANP32B AP1S2 ARHGEF1 ARID1A ARIH2OS ARPC1B ARRB2 BAG2 BBS9 BCAS3 BNIP3L BRD3 BRD3OS C10orf95-AS1 C11orf21 C16orf86 C1orf52 C4orf3 CALHM2 CAMK1D CCDC59 CCNH CD4 CD99P1 CENPU CHMP1B CHN2 CIB1 COTL1 CRBN CRISPLD1 CTDSP2 DDX46 DENR DNAJC9 DOCK5 ENSG00000236854 EPB41L4A-AS1 EPHB6 ERCC5 ERN1 EXT1 FAM13B FAM149B1 FAM210B FGFBP2 FIG4 FKBP1A GASK1B GK5 GLB1 GLIPR1 GMFG GNAI2 GPBAR1 GRSF1 GSTK1 H2BC11 HACD2 HDDC3 HGF HLA-F-AS1 HMGB3P1 HNRNPM HNRNPUL1 ID3 IFT27 ING2 IRAK4 JDP2 KANSL2 KATNB1 KIAA2013 KIF3C KTI12 L3HYPDH LAPTM5 LEPR LYPLA1 MAGED1 MAP1LC3B MAPRE2 MARCHF2 MCCC1 METTL5 MGST2 MPST MRPS27 MTHFR MYCL MYG1 NFYC-AS1 NICN1 NLRP12 NPRL2 NTNG2 NTPCR NUDT16L2P OLA1 OXR1 PAFAH1B3 PAK1 PARL PARP16 PCYOX1 PDE4D PDSS2 PEX5 PGP PHB2 PLB1 PRKRA PRPF31 PTPRA PYM1 RASA3 RBL2 RETREG1 RMDN2 RNF11 RP9 RPL9 RPS7 RSRC2 RUSC1 S100A8 SARAF SEC62 SEPTIN7P14 SERTAD2 SET SFPQ SGSM2 SH3BGRL SLC35A1 SLC44A2 SNAPC3 SNHG16 SNX2 SORCS2 SORD SSBP3 ST20-AS1 ST6GALNAC3 STAC3 STK38 STUB1 SUCLG2 SULT1B1 SYNE3 SYTL2 TBC1D17 TBC1D5 TBCC TBPL1 TCEA1 TFAM TGOLN2 TMC4 TMEM59 TMTC2 TMUB2 TPGS2 TRIM11 TSC2 TST UBE2D3 UBL7 UIMC1 UNC93B1 USP15 USP39 USP48 VAV2 VCPKMT VIPR1 VPS45 VPS8 WDR45B WDR54 XGY2 XRCC5 XYLT1 ZBED10P ZBED4 ZC3H7A ZFTRAF1 ZNF124 ZNF852 GSE11864_UNTREATED_VS_CSF1_IN_MAC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11864_UNTREATED_VS_CSF1_IN_MAC_DN ABCC5 ACOT4 ADAM10 ADORA3 AIFM1 ANKRD29 APOC2 ARAP1 ARL15 ATP10D B3GALT5-AS1 BCAR3 BEST1 BMS1P2 BORA BTD C1orf122 C9orf40 CAB39L CALHM2 CANX CASC3 CCL24 CCM2 CD72 CDCA7L CHMP4A CKAP5 CLCN5 CNRIP1 COCH CPTP CRYZ CXCL3 CYP2B6 DAXX DDX23 DHRSX DIRC3 DLEU2 DNAL1 DNPH1 DPM3 DPY19L4 EBAG9 EIF2B5 ELP3 EMC2 EPC2 ETFBKMT FJX1 FNTB GABRG3 GEM GIGYF2 GK3 GLA GLB1 GMPPB GOSR1 GPR157 GTF2IRD1 HAVCR2 HBP1 HCCS HEBP1 HECTD3 HFE HIRIP3 HS3ST1 HSDL1 HSPBAP1 HTRA2 ID3 IFT122 IL1RL2 IMMP1L INTS13 IPO9 ISX JADE3 JPT2 KCTD5 KCTD7 KDM2B KDM5D KLHL9 LFNG LIG1 LIN9 LINC00324 LINC00639 LINC00921 LNX2 LXN MBLAC2 MCEE ME3 MED14 MED28 MEGF8 MIR663AHG MRPL27 MRPS28 MTG1 MTMR10 MTX2 MYDGF MYL6 NAA30 NAPEPLD NHSL2 NOSIP NQO1 NTPCR NUBP1 NUP43 ORMDL2 OXNAD1 P4HA2 PARG PDCD7 PDE2A PEX14 PGLYRP3 PI4K2A PILRA PIN4 PITHD1 PNMA1 POGZ PPP1R21 PRKAR2A PRKCI PTER PUM2 PUS3 RACGAP1 RB1 RBSN RDX REEP5 RNF182 RP2 SACS SEPTIN7 SIGLEC1 SIGLEC9 SLAMF7 SLC2A13 SLC30A1 SLFN11 SNAPIN SPDL1 SPOP SPTAN1 STARD13 STXBP3 TBC1D24 TBC1D8B TBL2 TEX264 TEX56P THEMIS TIMM17A TINF2 TLR8 TMEM218 TPRA1 TRAM1 TUBA1B UNC50 UQCR10 USP19 USP51 VEZT VPS26C WIPF2 WIPF3 YARS2 ZBTB3 ZBTB33 ZC3H6 ZFP37 ZMYND15 ZNF175 ZNF19 ZNF224 ZNF248 ZNF322 ZNF382 ZNF407 ZNF416 ZNF571 ZNF701 ZNF816 ZNRF2 GSE11864_UNTREATED_VS_CSF1_IN_MAC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11864_UNTREATED_VS_CSF1_IN_MAC_UP ABHD14B ACTR1A AGRP ALAS2 ALDOC ANKHD1 ANXA1 APOBEC3G ARHGAP15 ARHGEF1 ARPC1B ASGR1 ATG2A ATG4B ATP5MG C4orf33 C6orf58 CAMLG CCDC181 CCDC6 CCL17 CD300LB CD300LF CD52 CDK2AP1 CENPC CHMP1B CHPF2 CMPK1 CPA6 CREB5 CYC1 DNAJC10 DOCK2 DOCK8 DPYD EAF2 EEF2 ENPP6 ENSA EOLA1 EVI2B FAM136A FAM168B FAM174B FAM200B FAM24A FASTK FDPSP2 FLT3 FOSL2 FXYD6 GAB2 GABARAPL1 GMFG GNB1 GOLM1 GTPBP4 HDDC2 HERPUD1 HGS HHEX HIC2 HIPK2 HLX HNRNPA3 HNRNPK HNRNPM IFT81 IL12A INAVA INPP4B IRAG2 ITPK1-AS1 IZUMO1 JUND KBTBD11 KCNMB1 KIAA0040 KLF13 KLHDC4 LIN7A LINC00877 LINC01127 LINC02907 LMNB1 LONRF3 LRCH4 LRRC25 LYZ MALT1 MAN2C1 MAPK7 MEGF9 MIR1-1HG MTA1 MZT2B NAA10 NDUFS7 NET1 NFYC-AS1 NME8 NOMO3 NOP2 NSA2 NTNG2 OGFR OLFML1 P2RX1 P2RY13 P4HA1 PABIR3 PABPN1 PDCD6P1 PEX16 PGM1 PHB2 PIWIL4 PLAAT4 PLCB1 PLN PMPCB POC1B PRKRA PSMA1 PSMD13 PTBP2 PTK2 PTPN18 PYM1 RAB1B RASGEF1A RASGRP4 RBM6 RELA RNF139 RNLS RPIA RPL12 RPL19 RPL22 RPL35 RPL36A RPL37A RPS28 RPS3 RPS6 RPS9 RSL24D1 RWDD1 RYK SAMD4B SERTAD2 SESN2 SF3B5 SKIC8 SLAIN2 SLC2A3 SLC41A3 SLITRK2 SMAD2 SMAD3 SMYD3 SNHG32 SPI1 SRSF5 SSH2 SSX2IP STEAP4 STYXL2 SVIL SYNE3 TAF9B TAFAZZIN TAGAP TAP2 TBC1D1 TEX47 TGFB1 THOC5 TMC6 TMEM87B TP53INP1 TPT1 TSTD2 TXLNGY UBA7 UBE2D3 UBXN11 USP39 VCPKMT VPS53 ZC3H15 ZDHHC3 ZNF296 ZNF598 GSE11864_UNTREATED_VS_CSF1_PAM3CYS_IN_MAC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11864_UNTREATED_VS_CSF1_PAM3CYS_IN_MAC_DN ACP5 AGRN AJUBA ANKRD1 APTX ATG101 ATXN7L3B B4GALNT2 BACH1 BARX1 BCAT1 C1QTNF1 CASC3 CBFB CC2D1B CDH9 CDKN2B-AS1 CDON CHRNA10 CKAP2L CLEC3A CLK2 CLUH CNOT4 CNRIP1 COL23A1 CPSF2 CRLF2 CSNK1A1P1 CTSLP8 DCAF4L1 DCLRE1B DDX23 DENND4B DIP2C-AS1 DNAAF5 DNPH1 DOCK1 DTX2 DTX4 DYNLT3 EDEM1 EGLN2 EIF5B ELP2 ELP3 EMD EML4 ENSG00000275465 EPB41L5 ERRFI1 EVA1A FAM114A2 FNDC3B GADD45B GAR1 GPT2 GRWD1 HCN4 HILPDA HIVEP3 HNMT HSDL1 HSPB1 IBTK IFRD2 IKBKG IL3RA IL6-AS1 IMMT IPO9 IRF6 KHDRBS3 KHNYN KLHL23 KLHL28 KLHL9 KPNA3 KRT14 KRT222 KRTAP3-1 LEO1 LMAN1 LSG1 MARCHF9 MCCC2 MDFIC MEGF8 MFAP3 MOSMO MRGBP MRPL3 MRPL46 MTHFD2L MTMR2 MUCL1 MYOCD NAA50 NIFK NIM1K NIP7 NOP56 NPTN NUP35 NXT2 PACRG-AS3 PAK1IP1 PDE7A PFKP PHF23 PIK3AP1 PLAGL2 POLR1C PPP1R11 PPP2R1A PROM1 PSKH1 PSMA1 PSMB4 PSMC3 PSMC4 PSMD3 RANBP1 RASA3 RBM28 RHO RMI1 RRAGA RYBP SAMD15 SBF2-AS1 SCN1B SCO1 SEC61A1 SEC61G SEPHS2 SERINC1 SFT2D2 SIGLEC1 SLC30A1 SLC44A4 SMG7 SNRPD3 SNRPG SPATA31E1 SPATA9 SPATS2L SPDL1 SRC STAM2 SYT1 TAF9 TEDC1 TERB1 TIFAB TINF2 TLR1 TMEM165 TMEM208 TMEM41B TMEM69 TMPRSS2 TMUB1 TNFRSF14 TOM1 TRIM45 TSG101 TXNDC9 TXNL4B UBE2DNL UGP2 UGT2B15 UNC50 USP36 UTP18 VDAC1 VPS33A WDCP WDR5B WFDC1 WIZ XPO5 YARS2 ZC3H12A-DT ZHX2 ZKSCAN5 ZMYND15 ZNF227 ZNF233 ZNF234 ZNF235 ZNF302 ZNF407-AS1 ZNF613 ZNF624 ZNF672 ZNF701 ZW10 GSE11864_UNTREATED_VS_CSF1_PAM3CYS_IN_MAC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11864_UNTREATED_VS_CSF1_PAM3CYS_IN_MAC_UP ABHD2 ACRBP ACSS1 AFF1 AGO4 AIFM3 ALKBH5 AP2A1 AP3S2 ARRB2 BAG2 BCAS3 BCLAF1 BCR BNIP3L BRAF BRD2 BRD3OS C1RL C2orf69 CACNA2D4 CCNC CCP110 CD300A CD79B CDK13 CEP152 CFL2 CLIP4 CNOT7 COTL1 CPVL CRBN CRLF3 CTSC CWC25 CXXC5 DDIT4 DECR1 DOP1A DUS2 EDEM2 EIF3LP3 ELF5 ENSG00000247228 ERBB4 ERCC5 F11-AS1 FAM13A-AS1 FAM76B FKBP1A FLT3 GAB2 GMFG GNAI2 GNG7 GRK6 HIRA HNRNPDL HPS3 HSPBAP1 ID3 IFFO2 IKZF5 IL12A INTS10 ISCA1 JAZF1 KANSL2 KLF3 LEPR LIMD2 LIN7B LINC00877 LINC01127 LONRF3 LPCAT4 MAGED1 MAP3K2 MDH2 MEF2D MFSD14CP MICU1 MIDEAS MIEF1 MINDY1 MNT MPC1 MPP1 MSH3 MTHFR MTMR1 NAA80 NET1 NFATC2IP NLRP12 NR1D2 NSA2 NTNG2 NUDT16L2P NUP214 NXPE3 OMA1 OXCT1 P4HTM PARP16 PCSK7 PDCD6P1 PEX19 PGM2 PHB2 PHF19 PHF21A PHKA2 PKP2 PLAAT4 PNOC POC1B PPIL3 PPP1R2 PSRC1 PTPN4 R3HDM1 RAB24 RANBP6 RAP1A RASGEF1A RBMS1 RCBTB2 REEP4 RELL2 RFXAP RNF168 RNF217 RPGRIP1 RPS6 RSL24D1 RTF1 SAMD4B SCARB2 SCO2 SEC24B SENCR SEPTIN7 SETD2 SGSM2 SH2B2 SH3BGRL SLC10A3 SLC15A2 SLC22A4 SLC25A5 SLC46A2 SLC46A3 SLTM SMIM14 SNX20 SORD SP140 SPATA13 SRSF3 SSH2 ST6GAL1 STXBP3 SULF2 SYT11 TAF9B TAFAZZIN TBRG1 TCN2 TEX2 TGOLN2 THEM6 THOC5 TMC4 TMC6 TMEM106B TNNT1 TOB2 TP53INP1 TSPYL4 UBA7 UBE2D1 UICLM UNC93B1 USP39 VCL VHL VPS26C ZBED10P ZBTB43 ZC3H7A ZNF395 ZNF451 ZNF669 ZRSR2 ZXDB ZYX GSE11884_WT_VS_FURIN_KO_NAIVE_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11884_WT_VS_FURIN_KO_NAIVE_CD4_TCELL_DN ABCA3 ABCA7 ACKR2 ACTR6 ADCY2 ADGRL4 ALDH3B1 ALG9 B4GALT5 BCL2L2 BDKRB2 BTBD2 C1QTNF6 CASP8AP2 CATSPERD CCDC51 CCDC60 CD207 CD48 CEP57 CLCA4 CMAHP CSN1S1 CSRNP2 CSTL1 DCTN1 DGKD DHX34 DPYSL4 DST EEIG2 EGLN2 EIF4E1B ETV3L FBLIM1 FBXO10 FERMT3 FHIP2B FOXO3 FPGT GEN1 GPR151 GSTM1 GUCY1B1 GUSB GZMM HAS1 HDDC2 HOXC8 HRH2 IQGAP1 IRX3 KEAP1 LCE3A LEAP2 LINGO4 LPIN1 LRATD2 LRRC4 LYSMD2 METRNL MEX3D MFHAS1 MFSD11 MIR129-1 MLXIP MPIG6B MPO MRGPRD MRPS21 MYB NAMPT NELFB OMA1 PCDHB2 PDE6B PDLIM4 PITPNM2 PMPCA POLR2A PPM1L PPP4R1 PPWD1 PRRG1 PTGER3 PXMP4 QRFP RAB17 RANBP10 RCBTB2 RNF151 RPRD1A RPRD2 RWDD1 SBNO2 SCARB2 SEC14L1 SLC16A7 SLC25A30 SLC29A2 SLC30A3 SLC43A2 SPAG9 SPAST SPESP1 STK31 STRA8 TAFA3 TBC1D22B TCP11 TIGD2 TIMELESS TIMM23 TMEFF1 TMEM14C TMOD4 TOB2 TRADD TRPV2 UBE3D UBN1 UCKL1 USP2 WEE1 WNK1 ZIC3 ZMYND12 ZXDC GSE11884_WT_VS_FURIN_KO_NAIVE_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11884_WT_VS_FURIN_KO_NAIVE_CD4_TCELL_UP ACAA2 ACKR1 ADAMTS4 ALDH5A1 ANK1 ANKRD34B ANXA1 APOF ARMCX6 ASPH BAALC BMPR1A CATSPER1 CAVIN1 CCDC107 CCL1 CCN2 CCR8 CCRL2 CD8B CERS4 CLCN7 CNN3 COPS5 CRIP2 CRYM CSNK1G2 CYBRD1 DAPL1 DAZAP2 DEUP1 DKKL1 DOK3 DSCC1 DTHD1 ECH1 EXT1 FEZF2 FGFR1 FHAD1 FLRT1 FXYD7 GALR2 GARNL3 GGTA1 GHRH GPR153 GRIN2C GRK4 H1-9P HEATR3 HIP1 HTR5A IFNA2 IFNLR1 IFT22 IL9 IRF2BP2 KCTD12 KLHL13 LIPC LMOD3 LPAR2 LRRC30 MAB21L3 MARCHF8 MED10 MEPE MIGA2 MIR144 MIR99B MOXD1 MRM3 MRPS31 MTBP NCKAP5L NDUFA10 NFKBID NRCAM NUTM1 ODAD4 OMP OTOG OXTR PAXX PDGFRB PDIK1L PDLIM2 PID1 PILRA PIR PLCXD2 PLIN1 PM20D1 POM121L2 PRRG2 PRTN3 PTCD1 PTGDR PWWP3B RAB4B RIMKLA RNF152 RNF186 RPN1 RPS4Y2 RRAD RUSC2 SEC22B SELP SERPINB8 SEZ6 SH3PXD2A SHBG SLC25A10 SLC31A1 SLC6A3 SLC7A13 SLCO4C1 SMTNL1 SNRPB SNX18 SRGAP1 SSTR4 TAGAP TARBP2 TBC1D9B TCF20 TCF7 TDRD12 TJP2 TM7SF3 TOMM34 TYROBP UNC45A WAS WRAP73 XYLB ZBTB7C ZEB2 ZFP90 GSE11924_TFH_VS_TH17_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11924_TFH_VS_TH17_CD4_TCELL_DN ABCA1 ABITRAM ACAT1 ACP6 ACTL6A ADGRA3 ADH4 AKAP1 ANP32E AP1AR APLN APOA2 APRT AQR ARL1 ATPAF2 BAMBI BCCIP BCL2L2 BET1 BMF BOC BUB3 CASP3 CATSPER2 CBFA2T3 CCT6A CDK7 CENPV CIART CILP2 CLSPN COMMD9 CORO2A CPNE2 CRB1 CS CSMD3 CTNNBL1 CUL1 CYB561 CYSLTR1 CYSLTR2 DACH2 DCUN1D3 DEPDC7 DGCR8 DHFR DHODH DKC1 DNAH6 DNAJC2 DSCC1 E2F5 E2F8 ECRG4 EFNB1 EFS EIF1AY EIF3K EME1 EPCAM ERCC6L2 EXOSC1 EXOSC8 EXOSC9 F2RL2 FBXO30 FBXO5 FGF7 FMOD FOXL1 FSTL4 GCFC2 GDAP2 GEMIN2 GGT7 GLMN GMDS GPR20 HAUS2 HCFC2 HDHD3 HEATR1 HLA-DOA HS2ST1 INTS10 KANK3 KCNE5 KCNJ12 KCNJ9 KIAA0825 KLHL7 KRT33B LAMA5 LPP LSM4 MED18 MED4 MEPE METAP1 METTL9 MKKS MOG MRPL18 MRPL30 MRPL46 MRPL49 MSANTD4 MTTP NASP NAT10 NCEH1 NDE1 NDUFA2 NDUFA5 NDUFAF1 NIT2 NOP2 NOP56 NPL NTHL1 OGFRL1 PBDC1 PDGFC PDK1 PEX12 PIN1 PKP2 POLR1E PPAN PRDX4 PRL PSMD6 PTCD2 PUM3 PWP2 RAB3A RABEPK RABIF RAD51AP1 RAE1 RER1 RETSAT RFLNA RIT1 ROCK2 RPE65 RPGRIP1 RPL27A RPL35 RSU1 RTCA RTKN S100A1 SANBR SCFD1 SDHAF3 SEC61G SEH1L SEPSECS SLC16A6 SLC26A10P SLC2A6 SLC31A1 SLC35D1 SLC43A3 SLCO3A1 SMU1 SNRPB2 SNX10 SOBP SPEF2 SRP19 SRSF3 STX7 TAGLN2 TEDC2 TEX9 THOC6 TLL2 TLR9 TMEM11 TMEM236 TMEM237 TSNAX TSPO UBTD1 UTP25 VPS29 VPS50 WDR74 XPO1 YIF1A YTHDF2 ZFTA ZMPSTE24 ZNF511 ZNF706 ZNF830 GSE11924_TFH_VS_TH17_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11924_TFH_VS_TH17_CD4_TCELL_UP ABHD12 ACD AFF1 AGPAT1 AGR3 AHI1 ALDH6A1 AMPD3 ANGPTL1 ANKHD1 AP2S1 APOE ARHGAP5 ARID4A ARL8A ARSA ASB3 ATP11A AVL9 B3GALT4 BCL9L BRD4 BRWD1 BTBD2 BTBD6 CABLES1 CAMK2B CAPNS1 CAPZB CBX4 CC2D1B CCDC117 CCDC93 CCSER2 CDO1 CEP95 CHD8 CIZ1 CLCN6 CNTRL COG4 CRBN CTCF CYP3A7 DAPP1 DDX24 DEPDC5 DIP2B DIPK1A DNAAF9 DNAJC13 DUSP4 EEIG1 EMC9 EPC1 EPN1 ERBB3 ERMARD EVL EXTL3 FAM110A FAM193B FAM53C FAM8A1 FBXO38 FBXW4 FCHO1 FCHO2 FHDC1 FHIP1A GAK GATD1 GCC2 GCLM GNMT GPR132 GRAMD1C H2AC25 H2AZ1 HERC1 HMBOX1 HP1BP3 ICOSLG IFIT3 ILF3 INSIG1 IQGAP1 ITGA10 KATNIP KHDRBS1 KIAA1958 KLC1 KMT2D LCOR LITAF MAN1B1 MAPRE2 MARK3 MAST3 MAZ MCM9 MED24 MEF2D MEST MGRN1 MKNK2 MPRIP MRGBP MRGPRG MRTFB MSN MX2 NABP2 NAPRT NEAT1 NUDT18 ORAI2 OSBPL5 OSBPL7 OXSR1 PARG PBRM1 PCSK7 PIERCE2 PLBD2 PNPLA2 POLG2 PPIL2 PPM1K PPOX PPP1R21 PPP1R35 PRKX PSIP1 PTPN11 RAB22A RAB6B RABGAP1 REXO1 RGL2 RHOA RNASEL RPA1 RSPRY1 SENP7 SEPTIN7 SF1 SH3BGRL3 SLC1A3 SLC26A11 SLC9A8 SLFN5 SMG6 SMTN SNAPIN SPAG1 SPSB3 SSC4D SSH3 STK11IP STX4 STX6 SUFU SUOX SYS1 TAF15 TBC1D22A TCHP TMCC1 TMEM64 TMEM87B TPR TRIM39 TRIP4 TUBGCP4 TXNDC15 UBALD1 UBE2H UBR1 UBXN4 UNKL VAMP4 VCAN WDR62 WDTC1 WIPF1 ZBED6 ZC3H3 ZER1 ZFTRAF1 ZFYVE1 ZFYVE16 ZFYVE28 ZNF157 ZNF708 ZNF841 ZNFX1 ZXDB GSE11924_TFH_VS_TH1_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11924_TFH_VS_TH1_CD4_TCELL_DN ACO2 ACSL4 ACSL5 ALDH1B1 ANKRD49 AP1S1 APOA2 ARL1 ATPAF2 BICD2 BOC C17orf75 C2orf50 C3orf18 C5orf47 C9orf152 CACNA1C CADM1 CAPN8 CCDC160 CCDC43 CCDC51 CCNY CCT8 CD8B CENPV CFAP53 CHAF1B CMBL CMTR2 COPS6 CPSF6 CYS1 DCLRE1B DENR DGKE DKK1 DLD DNAAF4 DNAJC24 DNAJC5B EEF1AKMT2 EFNB1 EIF1AX EIF3E ELMOD1 ELP3 EMC6 EPOR EPSTI1 ERP29 EXOSC1 F13B FCMR FOLR1 FSTL4 GAA GEMIN2 GJD4 GNPNAT1 GOLIM4 GPR27 GRIP2 GTF2E1 GUCY2D GYG1 HAUS4 HAUS5 HEATR1 HEXD HK3 HSP90AA1 HSPE1 HTR1F INAVA INTS10 IQCF1 IRX1 JADE3 KCNE3 KCTD4 KLHL11 KRT33B LAP3 LBX1 LGALSL LRIG3 LRRTM1 MARCHF4 MBD3 MKKS MMAB MPP4 MPPED1 MRPS16 MRPS18A MRPS2 MRPS27 MSANTD4 MSRA MTRF1L MYBPH NABP1 NDUFB5 NEPRO NEURL1B NFYB NMUR1 NOC2L NOL3 NOP2 NPL NPR1 NPR3 NSFL1C ODAD3 ODAD4 ORMDL2 PAXIP1 PCCA PCNA PCNX4 PFAS PFDN1 POLR1E POMGNT1 PPIE PPIL1 PPM1J PRELID3A PRKRIP1 PRORP PRPF4 PSMD11 PSMD6 PTPN3 PYCR3 RAB1A RAE1 RBMX2 RDH10 REEP4 RPL6 RPL7A RRP12 RSPO2 RTCA SCFD1 SEPHS2 SKP2 SLC14A2 SLC16A7 SLC4A3 SLFNL1 SMC1A SNRPD3 SOCS6 SPARC SPATA7 SPECC1 SPNS3 SRP19 SRP72 SSR3 STT3B SUPT3H TAF12 TBX3 TECTA TEDC2 TFF2 TFF3 TGM3 TGM5 THEG TMEM104 TMEM11 TMEM120B TRIM28 TRIM44 TSNAX TSPAN7 TTL TUBB TXLNB UBE2K USP43 VPS29 VPS50 VRTN WTIP XKR4 XPO1 YTHDF2 ZC3H8 ZNF511 ZNF516 ZNF706 ZP1 ZSCAN12 GSE11924_TFH_VS_TH1_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11924_TFH_VS_TH1_CD4_TCELL_UP ABHD8 ABI1 ACAP2 ACCS ACP3 ACTR3 AGPAT1 AGRN AGTPBP1 AKAP5 ALKBH6 ANGPTL1 ANXA3 AP4E1 APLP2 APOBEC1 APOE ARAP1 ARID4A ARNT ARPC3 ASAH2 ASB3 ATG10 ATP2B1 ATXN7L3 B3GALT4 B4GALT1 BAG3 BCL2A1 BRAF BTBD6 CABLES2 CAPZB CARF CASP4 CAST CBX4 CCDC12 CCDC82 CCDC97 CCNT1 CCS CD6 CEP83-DT CEP97 CHD1 CHD8 CHIC1 CHMP1B CNEP1R1 CNOT4 CORO1A CPE CRBN CREBBP CRMP1 CSPP1 CTSG CXorf38 DCLK2 DCP1B DIS3L2 DNTTIP1 DPY19L3 EMSY ERBB3 FAM110A FAM53C FHIP1A FHIT GADD45A GALNT2 GBA2 GBP4 GNAI3 GNG4 GPR108 GPR137 GPR84 HIGD2A HIPK2 HNRNPUL1 ICAM2 ICOSLG IFIT3 IGF1R IPMK IQGAP1 KCTD18 KIF13B KMT2D LGMN LTB LYN MACC1 MAEA MAN1C1 MAP2K7 MAP3K14 MAP4K3 MAPK8 MBD1 MCM3AP MCM9 MCOLN1 MEST MFAP3 MON1B MRGBP MX2 MYH9 MYL6 NAIF1 NBR1 NDRG3 NDUFAF3 NEURL4 NFIA NMRK1 NPNT OAS1 OPA3 ORAI2 OSBPL3 PCMTD1 PEAR1 PEF1 PEX26 PGAP6 PINK1 POLG2 POLR2A PPM1K PQBP1 PTPRO RAB33B RANBP10 RAPGEF6 RAVER1 RBM39 RC3H2 RDH5 RFX3 RIC1 RILPL2 RNPEPL1 RPH3AL SCAF8 SEC22C SEC24B SECISBP2L SETDB2 SF1 SFI1 SLC35A5 SLC9A8 SLK SLU7 SMTN SP1 SPATA2 SPRED2 ST8SIA1 STRADA SUFU SUN2 SUOX TADA3 TBC1D1 TBC1D22A TCIRG1 TDRD3 TMEM50A TOR3A TPR TRIR TRRAP TTC33 TTLL3 UAP1L1 UGCG UNC45A USP21 USP3 VAMP2 VRK3 WBP1 WDTC1 WWOX ZBTB48 ZFAND2A ZFTRAF1 ZFYVE1 ZNF384 ZNF408 ZNF551 ZNF646 ZSCAN26 GSE11924_TFH_VS_TH2_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11924_TFH_VS_TH2_CD4_TCELL_DN ABCB6 ACSL4 ACSL5 ADAM9 ADAMTS15 AIRE AJAP1 AMIGO2 ANXA9 APLNR APRT ARHGEF25 ARHGEF26 ARID3A ASB1 ATPAF2 AZIN1 B3GALNT2 BBS12 BLMH BNIP1 BUB3 C1GALT1C1 C1orf174 C21orf62 CA12 CACNG6 CANX CCDC175 CCT6A CCT8 CEP85 CIART CLPTM1L COG6 COL22A1 COX6A2 COX6B2 CRYBG2 CS CSGALNACT2 CTHRC1 DENND2A DENR DNAAF4 DNAJC2 DOCK10 DOCK7 DPYSL4 ELAVL4 EPOR ESRRB EXOSC8 FAM72A FBXL21P FCF1 FOXL1 FSTL4 GALC GALNS GAP43 GCFC2 GFPT1 GGA2 GMPPB GNE GPN1 GPR135 GRID2IP GTF2E2 GTF3A GTPBP4 HAUS2 HCCS HEMGN HES2 HSPE1 IFI30 IFRD2 IMMP2L IQCA1 IRAK1BP1 IRS4 IRX1 JPH2 JPT2 KCTD3 LAMC2 LMAN1L LSM4 MCEE MCM10 MECR METAP1 MFSD12 MKKS MKRN2 MMP15 MMP19 MOAP1 MR1 MRPL12 MRPL57 MRPS18C MRS2 MSANTD4 MTTP NDUFB11 NEMF NEMP1 NFYB NLGN2 NME6 NOP10 NR2C1 NSFL1C NSMCE1-DT OR51B6 OR52N4 OTOP2 P2RX4 PABPC4 PARK7 PCCA PCMT1 PDCD5 PDZD8 PEX12 PEX2 PGAM1 PITHD1 PLAC8L1 PNMT POMGNT1 PPAN PPIL1 PPP1R1C PRORP PSMC3IP PSMD6 PTGER2 PWP2 RAD51AP1 RAE1 RANBP17 RBMX2 RCC1 RCN1 REPIN1 RIOK3 RNF113A RPE RPL6 RSPO3 RSU1 RTN4 SAXO2 SDHAF3 SELP SEPSECS SLC45A1 SLC4A4 SNHG12 SNX5 SPARC SRL TAMM41 TEDC2 THYN1 TMBIM1 TMED2 TMEM132A TMEM168 TMEM178A TMEM190 TMEM219 TMEM237 TMEM258 TMEM30A TNFRSF21 TNNC2 TRIP10 TSNAX UBA5 UBE2K UCK2 USP1 UTP11 VAMP7 VPS29 VPS50 VXN WDR43 WDR76 YBX2 YTHDF2 ZNF175 ZNF706 ZNRD2 ZP2 GSE11924_TFH_VS_TH2_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11924_TFH_VS_TH2_CD4_TCELL_UP ABI1 ABRAXAS2 ADCY7 ADH1C AGPAT1 AKR1B1 AP1G2 ARAP1 ARHGEF7 ARID4A ARL8A ATE1 ATF7IP ATXN7L3 B4GALT7 BAX BAZ2B BCL9L BLCAP BLTP1 BRPF1 CABLES1 CAMK2B CAPNS1 CARF CC2D1B CCDC88B CCDC97 CCNL1 CDC14B CEP95 CNOT3 COG4 CRTC1 CYP2S1 DCAF4 DDX60 DEPDC5 DMAC2 DTX1 EGLN2 EI24 EID1 ENTPD5 EPC1 ESS2 EXOC7 EZH1 FAM219A FAS FBRS FBXL20 FBXW4 FBXW5 FBXW8 FCRL1 FCSK FHIP2B FXR2 GABARAP GALNT6 GIMAP6 GLG1 GLS2 GPR108 GRINA HDAC7 HERPUD2 HGS HLA-B HOMER1 HP1BP3 HPCAL1 HSF1 IFT122 ILRUN ISY1 ITGA10 KDM2B KIF13A KLHL20 LIMD2 LNX2 MAEA MAN1C1 MAP3K11 MAP3K14 MAPKBP1 MARCHF7 MDM4 MEF2D MFSD14A MMP9 MPHOSPH9 MX2 MYH9 NAPRT NBEAL1 NBR1 NCLN NEK8 NELFA NEURL4 NFATC2IP NISCH NMI NNT NPEPL1 OPA3 PACS1 PARD6G PBRM1 PCMTD1 PCNX1 PDCD4 PDCD7 PDXDC1 PEAR1 PFN1 PHF20L1 PIP5K1C PLBD2 PLGRKT PPIG PPME1 PPOX PPP1R21 PRCC PRKX PRPF6 PRR14L PTBP1 RAB27A RAB3GAP1 RABGAP1 RALGPS2 RASGRP2 RBM43 RC3H2 RDH5 RPH3AL RPS10 RPS6KA2 RPTOR SACS SCAF8 SCRIB SECISBP2L SLC16A5 SLC35C1 SLC4A10 SMPD5 SNAPC2 SP1 SPRED2 SRRM2 ST3GAL2 ST6GALNAC3 STING1 STK11IP STRADA SYNJ2 TADA3 TBC1D20 TCHP TENT4A THUMPD2 TMEM101 TMEM106A TMEM87B TPR TRAF2 TRIM41 TRPV2 TTLL3 UBR1 UGCG UGGT2 UNC45A UNC5CL UNKL UPF2 URM1 WASHC1 WDR82 WDR83OS YEATS4 ZBED6 ZBTB40 ZBTB42 ZC3H18 ZC3H3 ZC3H7A ZFYVE1 ZMYM2 ZNF384 ZNF646 ZNF687 ZUP1 GSE11924_TH1_VS_TH17_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11924_TH1_VS_TH17_CD4_TCELL_DN ACSL4 ADAMTSL5 ADGRE1 AEBP2 AHRR AKAP7 AKR1C3 AKT1S1 ALDOB ANXA3 AP1G1 APOA2 APPL2 ARID5B ATCAY ATP10D ATP6V0E1 BAD BAMBI BCL2L15 BSCL2 C11orf68 C8orf82 C9orf85 CCDC136 CCDC82 CCK CCR3 CD200R1 CDCP1 CDS2 CFH CHD2 CHP1 CREG2 CRYZ CSTB CYSLTR2 DACH2 DCTN5 DDX19B DEF8 DENND1A DKK2 DNAJB12 DNAJC12 DPY19L3 DRAM2 EIF2B2 ENSA ESPN EXT1 EXTL2 FAM118A FAM177A1 FAM199X FAM219B FAM91A1 FECH FGF17 FGFR1OP2 GABARAP GBE1 GLB1 GNAI3 GNAS GPC2 GPNMB GRIK1 GYG1 HCCS HCK HINFP HSD17B11 IFT140 ITGAX JADE1 JCHAIN KRTAP3-3 LACC1 LAMC2 LEPROT LGALS4 LRRK2 LTN1 LY96 MAP4K4 MCM7 MED20 MFSD10 MITF MKRN1 MLYCD MOCOS MORN5 MRTFB MT2A N6AMT1 NAAA NCBP3 NCOA6 NIPBL NPB NTF3 PARK7 PATL2 PAXBP1 PCCA PCDHB15 PCM1 PDZRN3 PHKG2 PIP4P2 PITPNM1 PMS2 PPIP5K1 PPP1R21 PPP3R1 PSAP PSMD8 PSTK PSTPIP2 PTPN1 PTPN13 RALGPS2 RAPGEFL1 REV1 RHOBTB2 RLN1 RNMT RPL22 RPL27 RPS11 RPS6KA5 RPS6KB2 RSPRY1 RSU1 RTL5 RTL8B RUFY1 SCAMP2 SDK1 SEC24A SELENBP1 SETDB2 SH3BP5L SH3PXD2A SHROOM3 SIK2 SIM1 SIT1 SLC17A6 SLC25A12 SLC26A1 SLC27A1 SLC2A6 SLC35A4 SLC6A15 SLCO3A1 SLK SNHG32 SNTB1 SPECC1 SPX STMN4 STXBP3 SUSD2 SYPL1 TAF5L TBC1D23 TDRD1 TFDP2 THPO TIAM1 TIMM23 TMEM219 TMEM26 TTC4 TUBA1A UBE2B UBXN4 UPP1 VDAC2 VDR VPS26C VSX1 WDFY2 WDR6 WDR82 WDSUB1 XXYLT1 ZBTB1 ZBTB14 ZFAND2A ZFC3H1 ZKSCAN8P1 ZNF362 ZNF687 ZSCAN12 GSE11924_TH1_VS_TH17_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11924_TH1_VS_TH17_CD4_TCELL_UP ACTL10 ADCY8 ADD2 ADRA2B AFP AGAP1 AGFG1 AGMO AGPAT4 AMDHD2 AMHR2 ATOH8 ATXN7L2 B2M B4GALNT1 BABAM1 BABAM2 BARX1 BCL2A1 BMP7 BST2 C2orf49 C3orf80 C9orf152 CABLES1 CACNG1 CAMP CBLB CCL21 CD247 CD99L2 CDH6 CEL CELF3 CENPJ CEP83 CES5A CGA CHCHD3 CLDN14 CLEC4M CNNM2 CNTN2 CNTN3 COPG2 CPA5 CRLF1 CSF2 CWF19L1 CYS1 DCAF12L1 DCLK1 DCPS DHPS DIO1 DIS3 DMRTA2 DMRTB1 DNAJB8 DNER DTNB DUSP9 E4F1 EEF1D EPSTI1 ERCC3 ERRFI1 ESR2 EVX1 EXTL3 FAM181B FAM83F FGFR3 FHL2 FOXQ1 FRZB GALR3 GCH1 GPR27 GPR87 GRIA4 GTF2F2 GTF3A HABP2 HEBP2 HLA-C IFRD2 IGSF1 IGSF21 INAVA INHBB INSYN2A IRGC ISY1 KCNIP4 KCNQ2 KCTD1 KIF24 KRT33A KRT6A LAT LCMT1 LIFR LPIN3 LRG1 LRRC24 LRRC46 LRRC52 LZTS2 MAD2L2 MAGOHB MALAT1 MAP3K21 MED7 METTL2B MFSD14A MLXIPL MMD2 MORC2 MPPED1 MS4A6A MSANTD1 MTUS1 MTUS2 MUTYH MYEF2 NABP1 NGB NHSL1 NKX2-5 NOP9 NRXN1 NWD1 OC90 ODAD3 OSMR OTOS OTULIN OXGR1 PARD3 PDCD2L PFKFB3 PIGT PITX1 PMS1 PNMT PRAP1 PRODH2 PROX2 PRPS2 PTPRCAP RADIL RALGPS1 RASL12 REL RGS3 RGS9 RGS9BP RPE SALL2 SAYSD1 SEL1L3 SH3BP2 SHANK3 SLA2 SLC25A25 SLC35F1 SLC4A3 SLC5A11 SLC7A6OS SLFNL1 SPATA5L1 SPRR2A SPRY4 SRP72 SRRD SST SUB1 TASOR TCF7L2 TES TLCD3B TMEM199 TPD52L1 TRIM25 TSC22D1 TSG101 TSR3 TTBK2 UBE3A UBXN2B UCN UCP1 UGCG UHMK1 VPREB1 XDH ZFPM1 ZNF354C ZYG11A GSE11924_TH1_VS_TH2_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11924_TH1_VS_TH2_CD4_TCELL_DN ACBD7 ADAM12 ADAMTS15 ADGRA3 ADK AFF1 AKR1C3 ALG11 ANKH ARF4 ARID3A ARV1 ATP6V0E1 B3GALT5 BCAR3 BCL2L15 BTAF1 C19orf33 C21orf62 CA2 CA5A CAMLG CANX CASP1 CCDC126 CCR3 CD300LD CDCP1 CEBPA CFAP276 CFAP57 CLCN4 COL18A1 CREB3 CRHR2 CSGALNACT2 CTSK CXCL1 CYP11A1 CYP1B1 DAAM1 DACH2 DLG1 DMAC2L DPY19L3 DRAM2 ENTREP2 ERLIN1 FAAP20 FAF2 FAM20B FAM219A FAM229A FCMR FLYWCH2 FOXQ1 FYTTD1 GFI1 GFPT1 GFPT2 GHRL GJA1 GLB1 GOLGA3 GOLPH3L GPAM GPC5 GPM6B GSN GTDC1 GZF1 HCCS HEXIM2 HIGD2A HIPK2 HMX3 HOMER2 HS3ST1 HSD17B12 HSD17B3 HSPA13 HYOU1 IBTK IKZF3 IL12RB1 IQCF1 ITGAX ITM2A KIF3A LAMC2 LAPTM4A LGALS8 LIX1 LTBP3 LY96 MAG MAP3K2 MAP4K3 MARCKS MCFD2 MGAT4C MGRN1 MMP10 MMRN2 MOXD1 MT2A MTMR6 MVP MYOCD MZB1 NIPAL1 NIPSNAP3A NMT1 NPNT NPTX1 NR3C1 NSMCE1-DT NT5C3A NUMB NUS1 OAT OAZ2 ORMDL3 PNMA5 PON3 PPARG PPIL4 PRDX5 PRXL2A PSEN1 RAB1A RAB27B RAB33B RABL3 RALB RAP1B RAP2A RBP4 RCL1 RELCH RND3 RNF152 RSU1 SDE2 SDF2L1 SEC22B SELENOW SERINC5 SFT2D2 SFT2D3 SH2B2 SIK2 SLC12A2 SLC25A19 SLC35F5 SLC38A10 SLFN5 SLPI SNX2 SPECC1 SPEG ST3GAL6 STAC SUGCT TACSTD2 TAFAZZIN TBC1D10A TBK1 TCF21 TCIM TFAP2E TFG TMED9 TMEM106B TMEM167B TMEM168 TMEM263 TMEM63A TMTC2 TRIO TSC22D2 TSGA13 TSPAN33 TSPAN6 TVP23B UBE3D USP16 VAMP5 VKORC1 VPS26C VPS35 WDFY4 YBX2 YIPF5 ZFP1 ZMAT4 ZNF260 ZNF446 ZPBP2 GSE11924_TH1_VS_TH2_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11924_TH1_VS_TH2_CD4_TCELL_UP AAAS AAGAB AARS2 ABHD8 ACSL6 AIDA AKR1B1 ARHGAP9 ARL6IP4 ARMT1 ASPG ASPN ATG7 BAG6 BAX BEND4 BOC BRMS1 BRPF3 BST2 C11orf52 C19orf38 C19orf44 C1QL2 C1orf131 C1orf159 C1orf21 CACNG4 CARD10 CARD6 CASC3 CBX6 CCNK CCT2 CDH15 CDK14 CFAP54 CHKA CHRM3 COL2A1 CORO1C COX6B2 CPA5 CRLF3 CRTAM CX3CL1 DCAKD DCLK1 DDX41 DENND6A DGKD DGKE DLK2 DONSON EEFSEC EFEMP2 EXOC7 FAAP100 FAM221B FCSK FHL2 FNIP2 FRAT2 FREY1 GAN GBP4 GCH1 GCSH GFOD1 GFRA2 GLYAT GNB2 GNPTAB GREB1 GTF2F2 HEG1 HOMER1 HSD17B2 HSPA4L HSPA8 HSPBP1 ICAM2 IFITM10 INTS2 IPO9 IQCG ISY1 JADE2 JAKMIP3 KAT2A KCNA4 KIAA1549 KLC3 LAT LMO3 LTA LTK MADD MAP3K7 MCM9 MDP1 MEF2D METTL22 MFAP3 MFNG MIB1 MMP3 MPP1 MRPL16 MRPL30 MRPS15 MRPS21 MSI1 MTA2 MYO19 NAPRT NEFH NELFA NKG7 NOC2L NOC4L NOP56 NR0B2 NSUN4 NTAN1 NUDT9 NUP214 NXPE4 ODC1 OXA1L PABPN1L PAQR6 PDCD7 PKNOX1 PNMT POLDIP2 POLR3F POU2F1 PPA2 PPM1J PPP1R8 PPP2R5D PRDM5 PRKAR2A PRMT7 PRPF4 PSRC1 PTGDR2 PTPMT1 QTRT1 RAD23B RASAL1 RBAK RCN2 RGS3 RIN3 RNF112 RNF38 RPP40 RPS27L RSPH6A RUNX2 S100A14 SCARF1 SEC24B SELP SERPINB9 SGK3 SLC25A4 SLC27A1 SLC6A5 SMG7 SMYD3 SNRNP27 SNX27 SREK1 STARD10 SWT1 TAF5L TAGLN2 TENT4A TFDP1 TGM6 THOC5 THOP1 TMPRSS2 TRIM8 TXLNB UBE2B UBQLN4 UHRF2 USF3 USP18 UTP25 VIRMA WDR27 YTHDC2 ZFPM1 ZNF473 ZSCAN10 GSE11924_TH2_VS_TH17_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11924_TH2_VS_TH17_CD4_TCELL_DN ABCA2 ABCA7 AKAP8 AKR1B1 ALPK2 ALYREF APPL2 ARHGAP1 B4GALNT1 BAMBI BATF3 BAZ2B BHLHE40 C16orf54 C1orf21 CAMSAP2 CAPN15 CASC3 CCT2 CDKAL1 CHKA CISD1 CLOCK CNNM3 COIL CREBBP CRISPLD2 CRLF3 CSAD CSNK1G2 CUL2 CXCL11 CYFIP2 CYTIP DDT DDX42 DDX46 DEF8 DHX32 DICER1 DLGAP4 DNMT3L DRD2 EEFSEC EIF2B2 EIF3K ELOVL6 ERCC4 ERI1 ERI3 EVL EVX1 F3 FAM53C FAM76A FAM91A1 FAP FECH FIRRE FRA10AC1 FRMD6 GDPD5 GLO1 GLRA3 GNG2 GPR152 GPR18 GRK2 GTF2I GTF3A HAUS4 HBEGF HEG1 IFT43 IL12RB2 ILRUN KAT2A KCTD17 KIF2A LEMD3 LRIG1 LTA MARVELD1 MBD4 MEAK7 MFHAS1 MKNK2 MOB2 MON1A MRPL19 MTA3 MYC MYO3A N6AMT1 NABP2 NCBP2AS2 NDUFA10 NF2 NIPBL NSMCE4A NSUN4 ODC1 OLA1 OSTF1 P4HTM PACS2 PALS2 PARVB PCBP4 PCED1B PCGF5 PDE3B PHAX PHF21A PHLPP2 PIP4P2 PITPNA PITPNC1 PML PMS2 PPFIA1 PPP1R27 PRCD PRICKLE1 PTCRA PTHLH PVT1 R3HDM1 RAB23 RAB5B RAD1 RAMP1 RBM12 RBM22 RCN2 RETSAT RGS12 RGS7BP RIC8B RING1 RNF125 RNF14 RNF187 RNMT RORC RPL39 RPL41 RPS19 RPS3 RRP7A RTCB RUNDC3A SERTM1 SETD6 SH2D1A SLC25A4 SLC26A10P SLC27A1 SLITRK1 SLITRK2 SMAD7 SMARCC2 SMC6 SMIM5 SMYD2 SSU72 ST3GAL2 ST6GALNAC4 STARD10 STOML1 SYT11 SYT16 TBC1D14 TBC1D19 TCF3 TCF4 THEMIS2 TIMM23 TMEM120B TNRC6B TP53I13 TRAF3IP2 TRIM11 TRIM13 TRIM45 TSPAN13 TTYH2 TUBB2B UGDH UHRF1 VIRMA VPS39 WDR38 WWP2 ZBTB14 ZBTB44 ZC4H2 ZMIZ1 ZNF23 ZNF236 GSE11924_TH2_VS_TH17_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11924_TH2_VS_TH17_CD4_TCELL_UP ABHD17C ABRAXAS2 ACBD7 ACCSL ADAM22 ADAMTSL3 ADGRA3 AFP AGPAT4 AKAP7 ALDH16A1 ALDH1A1 AOX1 APOBR AQP9 ARFGEF2 ARHGAP5 ARL5A ASB2 ASPRV1 ASTN2 ATG3 ATOH8 BABAM2 BBS10 BMP2 C12orf4 C4B C6orf89 C9orf85 CAB39 CACNA1A CACNG6 CALCR CASKIN2 CCDC117 CCDC3 CCDC33 CCND2 CD200R1 CD300LD CDKN2C CEACAM20 CEBPA CEP128 CGA CLCA2 CNR2 COG2 COPS7B CPEB1 CSF1 CST7 CWC25 CYP11A1 DAAM1 DAD1 DMAC2L DMRTA2 ECM1 EPPK1 ERGIC2 ETFB FAM156A FAM167B FKBP7 FTCD GATA3 GBA1 GFI1 GNAS GPAM GPM6B GPR22 GPR75 GPR87 GPR89B GRAP GTF3C6 HDAC11 HNRNPH3 HS3ST6 HSBP1 HSD11B2 HSD17B7 IGSF1 IL31 IQCF1 ISY1 ITGB3 IZUMO1R JAG1 JAM3 KANK1 KYAT3 LAMA5 LAMP1 LCORL LPIN2 MAPRE2 MDH1 MED7 METTL7B MEX3B MLLT11 MMP15 MOAP1 MSANTD3 MTMR6 MTSS2 MUC16 MUC20 MYO9A NDFIP1 NDUFA4L2 NLRP9 NMB NMNAT2 NRIP3 NTS NUDCD1 OPN1SW OTOP2 PAFAH2 PALS1 PCDHA12 PDCD1LG2 PDGFD PDPK1 PEPD PGAP1 PIGT PIM3 PJA2 PLCXD3 PLRG1 PLXDC2 PPIC PPP1R14D PPP1R3F PRADC1 PRAP1 PRKCA PRPSAP2 PSMD10 RAB9A RAP2A RBP4 RDH10 RIOK3 RNF152 ROCK2 RPL10 RTN4 S100A1 SAMSN1 SCAMP5 SERPINB9 SH3RF3 SLC23A2 SLC36A4 SLC38A10 SLC45A1 SLC9B2 SNTA1 SOCS4 SPRY4 SRSF1 SRSF12 STPG4 SUCLG1 SUGCT SWI5 TENT5A TFAP2A TFAP2E TFB1M TLCD3B TMCC1 TMEM150A TMPRSS11E TMPRSS15 TPD52L1 TRPA1 TRPC6 TTC9C TTLL13 UBLCP1 UMAD1 WDFY2 YIPF2 ZBTB24 ZFP2 ZFYVE16 ZIM2 ZNF169 ZNF260 ZNF707 ZNF862 GSE11961_FOLLICULAR_BCELL_VS_GERMINAL_CENTER_BCELL_DAY40_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11961_FOLLICULAR_BCELL_VS_GERMINAL_CENTER_BCELL_DAY40_DN ACD ACOD1 ACOX3 ADAP1 AGPAT5 AGRP AKNA ALS2CL ANKH ANP32B AP4S1 AP5B1 ARHGEF7 ARL6IP1 ARMC7 ARPC2 ATAD2B ATP5F1A ATP5PO ATP6V0E2 AVPR1B BCL2 CADPS CASP3 CBLL1 CCDC12 CCDC82 CCDC88C CCL22 CCNB1IP1 CD37 CD5L CD68 CDCP1 CENPS CHCHD3 CIAO2A CIB1 COA4 CORO1C CSF2RA CST3 CTSE CYBA CYP27A1 DLX1 DYNLL1 EIF3I ENOPH1 EPB41 ERBB3 EXOSC5 F2RL2 FBXO7 FCHO1 FEZF2 GAL3ST1 GALM GALNT6 GALNT7 GCFC2 GIT2 GLT6D1 GM2A GMPR2 GNPDA1 GPR108 GPSM2 H3-5 HAUS8 HCST HEPHL1 HERC1 HES6 HLX HMGCL HNRNPLL HPS3 HRH1 HROB ICA1 IDH3B IFT57 IL31RA IL36B IL36G INTS5 IRF4 ITGA4 KCNK6 KCTD20 KIAA0040 KLHL6 LARP4B LAT2 LRATD2 LTB4R MAPK14 MCMBP MEAF6 MICOS10 MRPL42 MTMR14 MYO9B NASP NCCRP1 NCF1 NDE1 NFYA NINJ2 NMNAT1 NUCKS1 OTULIN PABIR2 PARP2 PDCD2L PFN1 PGGT1B PGK2 PIGQ PIK3R5 PKIB PLIN5 POLD1 POLR2F PPAT PPM1G PPP1CA PPP1R12C PPP1R14A PPP1R21 PRKX PRR22 PSD4 PTPRC PTPRO RAD54L REL RIF1 RILP RNASE2 RPL10 RPL34 RPS25 RPS8 SCAMP2 SCARB1 SCN4B SDHAF1 SH2D1B SH3BGRL SH3BGRL3 SH3TC1 SIGIRR SIRPA SLAMF6 SLC15A3 SLC27A3 SLC2A6 SLC6A4 SLCO2B1 SLK SNAI3-AS1 SNRNP25 SQLE SREBF2 SRMS SSC4D STK38 STXBP5 SUDS3 SUN2 TAF2 TAOK3 TBC1D13 TCERG1 TET2 TF TLR7 TMEM177 TMEM71 TREM2 TREML4 TRIM14 TRIM67 TSPAN13 TYK2 UCP2 UNCX VCPKMT VRK2 VWF WDFY2 WDFY4 WDHD1 WNT8A ZFAND6 ZFYVE26 ZNF653 ZSCAN2 GSE11961_FOLLICULAR_BCELL_VS_GERMINAL_CENTER_BCELL_DAY40_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11961_FOLLICULAR_BCELL_VS_GERMINAL_CENTER_BCELL_DAY40_UP ABCG1 ACOX1 ADAMTS7 ADGRE5 AGA ALDH1B1 ALKBH3 ANAPC2 ANKRD16 ARL4C ARMC3 ARPC5L ASB3 ASH1L ATG4B ATP11B ATP6V0A2 BAZ2B BPHL BSCL2 C11orf54 C2orf68 C8orf58 CALHM2 CAMK2G CCDC62 CCDC89 CD151 CD1D CD2 CD72 CEP120 CERS5 CHD9 CLDN16 CLIP4 CLK2 CNTROB COA4 CUX1 CYB5R3 CYRIA D2HGDH DAP DCAF17 DDC DDHD1 DEXI DGKD DKKL1 DNMT3A EEF2K ELK4 EPHX1 EPM2AIP1 EPS8L1 ERCC4 ESYT2 ETFRF1 FAM204A FAM227A FCRL1 FMO5 FRY GABARAPL2 GAMT GATA3 GGA3 GM2A GNAI2 GPS2 GRK4 GSAP GYS1 HAGH HAGHL HEBP2 HSD17B11 ICA1L IFTAP IL20RA INPP4A INPP5K INSR IQGAP1 ITGAE ITGB2 ITM2A JAK1 KCTD1 KCTD2 KIF21B KIFAP3 KLHL24 KLRC3 KRAS KRBA1 L1CAM LANCL1 LCK LCMT1 LDB2 LGALS4 LTA4H LTK LYPD6B MAD2L1BP MAK MANSC1 MATCAP1 MDM4 MFSD6 MIDEAS MKNK2 MKRN2 MOB3A MTMR9 MUTYH MXD4 MYADM MYO3B NALF1 NAV3 NRBF2 NUDT12 NXNL2 OTULINL OVGP1 P2RX6 PACS1 PCSK1 PDCD4 PDE1C PHYHD1 PIK3IP1 PITPNC1 PLGRKT PNISR POTEH PPM1F PREX1 PRKAB1 PRKCB PTPN12 RAB33A RAB37 RASGEF1A RASL11B RASL12 RDH12 RETREG3 RGS2 RNASEL RNF170 S100PBP S1PR5 SCFD2 SELENBP1 SGK1 SGSH SIRT5 SIX5 SKOR1 SLAMF6 SLC22A2 SLC25A36 SLC2A8 SNAI3-AS1 SNAPC5 SNAPIN SNTB2 SNX20 SOCS2 SORD SOX4 SPPL3 SSBP2 ST6GALNAC6 STK38 TAX1BP3 TCF7 TET1 TMEM176A TMEM9B TNFAIP8L2 TPP1 TRIM24 TSC22D1 TSPAN2 USF2 VIM WDR45 XPA YWHAB ZFP36L2 ZFP82 ZNF322 ZNF512B ZNF839 ZRANB1 GSE11961_FOLLICULAR_BCELL_VS_GERMINAL_CENTER_BCELL_DAY7_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11961_FOLLICULAR_BCELL_VS_GERMINAL_CENTER_BCELL_DAY7_DN AARS1 ABTB2 ACOD1 ACOT7 ADAMTS15 ALDH18A1 ALS2 ANKRD12 ARC ARHGAP10 ARHGAP8 ASCC3 ASIC3 ATP8B3 B4GALT5 BATF2 BCL2L14 BRCA1 C19orf12 CASK CASP3 CBLC CCND2 CD69 CD83 CDKN1A CDS1 CFAP251 CLDN8 CNP COL5A1 COL6A2 COMP CSRNP1 CXCL9 DAXX DDX24 DDX4 DGKH DHX58 DLGAP3 DNAJA1 DOK7 DTX3L DYRK1A EEPD1 EHD4 ELOVL3 ENO4 EPHX2 ERP27 ESYT1 EVC FAM184B FAM221B FANCM FBXO6 FCF1 FGF9 FLOT2 FN3K FZD4 GABRG1 GFPT2 GRAMD2B GRB7 HAT1 HINFP HMOX2 HOOK2 HOXC6 HOXD12 HPSE HSPA2 IFI44 IL12B IL4R KCNC3 KDR LIMD1 LIPH LIPK LRATD2 LRRC75B MAD2L1BP MAP3K12 MED15 MED9 MFAP5 MIF MINAR1 MOBP MRAP MRPL17 MRPL55 MT2A MX2 MYH3 NAA25 NAB1 NAB2 NABP1 NACC2 NEO1 NEU1 NFKBIB NLRX1 NOD1 NOTCH1 NR4A3 NRIP3 P2RX4 PACSIN1 PDE3A PHLDA2 PIK3AP1 PLAAT3 PLB1 PLD3 PML PMP22 PNP POLD2 POPDC2 PPARGC1B PPM1K PSMA2 PTPN5 RAB3IL1 RAP1B RAPGEF2 RBBP8 RBM43 RDH5 REXO1 RFX4 RGL3 RIPK1 RMDN3 RNF213 RNF214 ROCK1 RPH3A RSPH9 SAA2 SCARA3 SCG3 SCN11A SCNN1B SCRIB SERPINA3 SGCB SH3BP4 SH3GL3 SHMT1 SIN3B SKOR1 SLC16A8 SLC22A15 SLC2A1 SLC4A2 SLC52A3 SLF2 SLFN13 SLIT2 SLURP1 SMG7 SNHG10 SNX11 SOWAHC SPRR2A STARD3 STAT1 SUSD5 SYNJ1 TICRR TMC5 TMEM238L TMTC2 TPX2 TRAFD1 TREML2 TRIB1 TRIM14 TWIST1 TXNDC17 UBE2L3 UBE2L6 UBL4A UBR4 UGCG UPK3BL1 UPP1 USP37 USP7 ZAN ZIC3 ZNF444 ZNFX1 ZNHIT1 GSE11961_FOLLICULAR_BCELL_VS_GERMINAL_CENTER_BCELL_DAY7_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11961_FOLLICULAR_BCELL_VS_GERMINAL_CENTER_BCELL_DAY7_UP ABHD12 ACOT13 ACSL3 ADAM10 AGO4 AJUBA AKTIP APPL1 ARHGAP9 ARHGEF4 ARL15 ASPSCR1 ATP23 BBS10 BCOR BEST1 BLOC1S5 BMS1 BTG3 C2CD3 CAST CCPG1 CD34 CD44 CDYL2 CELF4 CEP70 CERS5 CFAP298 CHM CIITA CNOT2 CRYAB CXXC5 CYP2B6 DAB2 DDX28 DEPTOR DHX40 DKK3 DPM2 DPP4 EHBP1 EIF1B EIF2AK3 EIF2AK4 EIF4E3 ERCC4 EXOC7 EXOSC1 FAM120A FAM32A FAM3C FAM78A FERMT3 FHIP2B FOXO1 FOXO3 FRA10AC1 FRMPD1 FUT11 FZD7 GAL3ST1 GDI2 GEMIN4 GIN1 GNL2 GPN3 GPR179 GSN GZF1 HARBI1 HGSNAT HHAT HMGCR HNRNPR HOXA7 HOXD4 HS2ST1 INO80C KIFAP3 KLHDC2 KLHL42 LAIR1 LARS2 LMO7 LPAR6 LRRC40 LRRC56 LRRIQ3 MBD6 MCF2 MCTP1 MEF2D METTL8 MICU3 MKRN3 MLH1 MMGT1 MMUT MRPS35 MTA3 MTARC2 MTHFD1L MTUS1 MYO1H NCAPG NCKAP1L NEDD4 NHERF2 NOCT NOL7 NRP1 NTPCR OGFOD1 ORMDL1 OXR1 PABPC1 PADI2 PALS1 PAQR7 PAXX PCDHB4 PDE1C PDK1 PDP1 PEX11B PHTF2 PHYHIP PI4KB PINK1 PIP4P2 PLA2G4A POLE3 POLR3G PON2 PPA2 PPCDC PPP2R5E PRKAR2B PRKCI PRPH PRUNE1 PRXL2C PWP1 RAB3GAP1 RDH10 RDH14 RNF220 RPS6KA2 RPS6KA5 RRH RWDD2A SC5D SCML4 SENP8 SESN3 SLC25A32 SLC29A2 SLC7A6 SMPD1 SMPD2 SNAPC5 SNRK SPAG16 SPATS2L SPRTN SQLE SQOR SSTR3 ST3GAL4 TBC1D24 TBC1D31 TCEAL1 TFAM TIMM8A TM7SF3 TMCO6 TMED7 TMEM161B TNFAIP8 TOP3B TRIM23 TRMT11 TSPAN2 TSPYL4 TTL TWNK TXNL4B VMAC VRK2 VSTM2A WDR11 WDR44 WIPI2 XPR1 ZDHHC20 ZNF157 ZNF597 ZNF638 GSE11961_FOLLICULAR_BCELL_VS_MARGINAL_ZONE_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11961_FOLLICULAR_BCELL_VS_MARGINAL_ZONE_BCELL_DN ABCA12 ADCY6 ADH7 ADORA3 ADRA1A AGMAT AMIGO1 ANXA10 APOA4 ARHGAP22 ARL4A ASL ATP12A ATP5MC3 ATP6V0A2 BARHL1 BCL6 BCL6B BNIPL BRDT BTBD3 C1orf141 CABP4 CACNB2 CAT CCDC184 CD81 CD8A CDK3 CFAP251 CFH CGA CHPF2 CITED2 CLDN19 CNGA1 COL24A1 CPM CPQ CRAT CRPPA CRYGN DDOST DHRS11 DNAJB9 DOCK6 DSPP DTNB ECE1 EFNB1 ENPP4 ERCC6L EXTL2 FAM241A FAM86B2 FBXO41 FCGRT FCRLA FHIP1B FOXN1 FSD1 FST FZD1 GALNT2 GAS2L1 GATA2 GFAP GLOD4 GNA15 GPR150 GPR176 GPRC5C GPX7 GTF2H1 HABP4 HBB HEBP2 HPS5 HRH3 IFNB1 IFNGR1 IL12B IL17RD INPP1 INSR ITGA6 ITGB5 ITLN1 KALRN KCNA7 KLHL35 LENG9 LHFPL3 LITAF LMX1A LRFN3 LRRC1 LTBP2 MAN2A1 MANF MAP3K20 MIA MIR1915HG MPZL2 MRPL42 MXRA7 MYOM3 NAALAD2 NELL2 NPY4R NTRK1 NUDT9 OCSTAMP ODC1 OLFM1 OPRD1 OR2C1 OSBPL3 P3H2 PADI3 PAX4 PBX1 PCDHB12 PDE3A PDE8A PDZK1IP1 PHOX2B PITPNM1 PLAAT5 PMP22 POLM PPP1R15B PPP1R26 PREB PRKAR1A PRMT8 PRODH PTGIS RAB39B RABGGTB RALA RCBTB2 RECK RHBDF1 RHOBTB1 RIPK1 RIPOR1 RRBP1 SDC3 SERPINE2 SIGMAR1 SLC11A1 SLC25A47 SLC33A1 SLC35B1 SLC39A1 SLC5A2 SLC7A8 SLC8B1 SLC9A9 SNED1 SOD1 SOX4 SOX6 SPINK4 STAB1 STARD10 SULT1A1 TEPP TEX264 THSD7A TIAM1 TMC7 TMEM270 TNFAIP6 TNFRSF10A TREML4 TRIM17 TRPC7 TSPAN15 TUBB2B TUBB6 TXNDC17 UBA6 UBE2M UBFD1 UBQLN3 UBQLNL UNC80 UQCC1 USP13 USP43 VHL VSIG10L WDR62 ZC3H12D ZCCHC4 ZDHHC2 ZNF318 ZNF606 GSE11961_FOLLICULAR_BCELL_VS_MARGINAL_ZONE_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11961_FOLLICULAR_BCELL_VS_MARGINAL_ZONE_BCELL_UP ABCB7 ABCB9 ACTL10 ADAM10 ADCK1 ADGRD1 AGTR1 AHRR AKAP7 ARFGEF2 ARL15 ARL6IP6 ATF7IP2 ATP2B2 AZGP1 BBS7 BMPR2 BOC BTRC C16orf87 C3orf80 C4orf46 CACNA2D1 CACNG3 CAPZA1 CATSPER1 CC2D2B CCL25 CCP110 CD7 CDCP1 CEMIP2 CEP57L1 CEP72 CEPT1 CFB CHSY1 CKS2 CLIC4 CMPK2 CNKSR2 CNRIP1 CPLX1 CPN2 CRBN CREBRF CTSS CXCL14 DAB2 DCK DCP2 DDR1 DDR2 DNAH5 DSCAM DTX1 DUOXA1 DUSP14 DUSP28 ECPAS ELMOD3 EMSY ESPL1 FAM167A FAM32A FBXL13 FGD3 FMR1 FOXN1 FOXO3 FRMD5 GABRD GALM GDAP1L1 GGT1 GLCCI1 GMPR GPAM GPR143 GPR155 GPR68 GPR88 GRIN2D GRM2 H1-4 HCCS HECW1 HIF3A HNRNPA0 HOXC13 IFT88 IGLON5 JCAD KLHL20 KRT80 KRT85 LDB3 LGALS8 LIMD2 LYN MAP4K3 MAP6 MEF2C MMP9 MRC2 MS4A7 MSANTD1 MTHFD2 MYO1H NAPG NCALD NCF2 NCK1 NEU3 NEUROG3 NHLH2 NIPA2 NOS2 NRBF2 NXPE3 OPA1 ORC3 OSGIN2 OTOS P2RY12 PAK6 PAPSS2 PAQR9 PDCD6 PEX19 PGLYRP2 PLPPR5 POT1 PPP6R2 PRAM1 PRIMA1 PTGFR PURB PYROXD1 RAB11B RAB1A RASAL2 RIC8A RINL RNF11 RNF128 RNF144A RSAD2 RSBN1 SCN2A SCN2B SDK1 SEMA3B SERPINH1 SESN3 SETDB2 SHPRH SLAMF6 SLC16A3 SLC2A3 SLC30A4 SLC5A11 SLC8A2 SMCO1 SMURF2 SOS2 SPINK5 SPRING1 SPRTN SSTR2 STAP1 STK39 SWT1 TASL TEX44 TFEC THBS2 THUMPD2 TLR1 TMEM132C TMEM168 TMEM179B TMEM68 TRAPPC6B TRIB2 TRIQK TSPAN13 TSPAN2 TYROBP UBE2Q1 UBR1 USP28 USP6NL USP9Y VOPP1 WDR44 ZFAND4 ZKSCAN8P1 ZNF597 ZNF808 GSE11961_FOLLICULAR_BCELL_VS_MEMORY_BCELL_DAY40_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11961_FOLLICULAR_BCELL_VS_MEMORY_BCELL_DAY40_DN AAK1 ABL2 ACYP2 ADAMDEC1 AHDC1 ALX1 AMMECR1 AMPD3 ANKRD17 ANKRD39 ANTXR1 APBB1 ARHGAP24 ARHGAP29 ARHGAP44 ARMCX4 ASAH2 ATXN10 BCL9L BICC1 BMPR1A BOC BRD3OS BRSK1 BYSL CBX6 CC2D2B CCN4 CD81 CD8B CDC16 CDKL3 CEMIP CERS4 CGREF1 CHID1 CHSY3 CNIH1 CNRIP1 COPS7A COPZ2 CREB3 CREB3L2 CSAD CSF1 DCLK1 DENND2B DLG5 DNAAF9 DNALI1 DOC2B DPEP1 DRG2 DUSP1 DVL2 DYNC2I1 ECHDC2 EFHC1 EPDR1 ERAS F13B FAF2 FAM114A1 FAM161A FAM170A FAM83H FBXO3 FBXO41 FER FGF7 FHL2 FKBP14 FLVCR2 GAL3ST4 GALNT18 GATA3 GFPT2 GFRA4 GKAP1 GLIS2 GLRX3 GNL3L GOLM2 GPR6 GRM5 GSTM1 GTF3C4 HCFC2 HIBCH HIC1 HS2ST1 HSPA2 HSPB1 HSPB2 IGFBP6 IKBIP IL18 IPO4 IREB2 IRX2 ITGAV JHY KBTBD2 KITLG KLK10 KLK8 KRTAP19-3 LAPTM4B LBH LCLAT1 LIN7A LRRC73 LTA LYNX1 LZTS2 MED13 MMP2 MORF4L1 MR1 MT2A MTMR11 MTTP MXRA7 NAP1L1 NCS1 NFKBIZ NPLOC4 OAZ2 OSBPL5 P3H3 PCBP4 PCDHB15 PEX11A PEX13 PHLDA3 PIBF1 PLCG1 PLD2 PLPP4 PLPP5 PMEPA1 PPP2R2A PRKN PXYLP1 QSOX2 RBM11 RETN RGS4 RNF214 RNPC3 RRAD S100A16 SAA1 SAA2 SDC2 SEC24D SEMA3C SEMA6A SERPINI1 SERTAD4 SGCE SH3BP5 SKIC3 SKP1 SLC35A2 SLIT2 SMAD5 SMAD7 SOS1 SPACA4 SRFBP1 STEAP4 SYDE1 TATDN1 TBC1D12 TBC1D19 TCEAL1 TDO2 TEAD3 TGIF2 THBS1 THSD7A TMEM129 TMEM14A TMEM9 TNKS1BP1 TNXB TRAF7 TRIL TSPAN4 TSPAN6 TWIST1 UGCG USP19 USP9Y VSTM2A ZFHX4 ZKSCAN1 ZNF334 ZNF560 GSE11961_FOLLICULAR_BCELL_VS_MEMORY_BCELL_DAY40_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11961_FOLLICULAR_BCELL_VS_MEMORY_BCELL_DAY40_UP AARS1 ABCA5 ADGRA3 AKAP7 ALG8 ALS2 APIP ARHGEF10 ARMCX6 ARRDC4 ATP6V0A2 BCAT2 BCO2 BDH1 BOK BTBD3 C11orf24 C2orf73 CA9 CACNA1S CCDC120 CCDC183 CCKBR CCNB1IP1 CD27-AS1 CD8B CDX4 CEP290 CFAP69 CFP CLEC1A COPS7A COPZ2 CRYZ CYB561A3 CYB5A DAGLB DDHD1 DEPTOR DHRS1 DLX2 DNAL1 DOCK7 DOK4 DTNB DYNLT2B EIF2B2 ELL3 ERO1B ERP29 EVA1C EXT1 FAM162B FAM205A FAM216A FAM241A FDFT1 FLVCR1 GALC GARS1 GLRX GMPPB GMPR2 GOT2 GPI GPR35 GRAMD2B GRIN1 GSTO1 GYS1 HAVCR1 HCN3 HIF1A HLCS HMGCR HMOX2 HOXA7 HS6ST3 HSD17B12 IDH2 IFT22 IL17RC INSIG1 INTS4 IRGM ISCU JARID2 KCNE5 KIFAP3 KLHL35 KRT80 LAP3 LDLRAD3 LKAAEAR1 LMO1 LRFN3 LYST MAP3K12 MAP3K14 MFSD1 MFSD12 MLEC MLH3 MOCOS MORN1 MRPL11 MYBPC3 MYO1H MYOF NAIF1 NDUFA9 NEDD4 NEURL1B NFASC NFATC2 NOBOX NOSTRIN NPR1 NR0B2 NTN3 NUBPL OAT OLFM1 OXCT1 PAN3 PARP8 PARVG PES1 PGS1 PHKA2 PHYHIP PI4K2A PIWIL2 PLA2G12B PLCG1 PLCG2 PLIN3 PLXND1 POLR1H POMP PPHLN1 PPP1R36 PRKRA PRLR PTPRO PTTG1IP RALA RALB RGS7BP RNF19B RPL28 RTN1 SAA1 SAXO1 SENP8 SGSM3 SH3BGRL SLC10A6 SLC13A2 SLC22A5 SLC25A23 SLC26A8 SLC30A4 SLC4A9 SLC7A5 SNX2 SNX9 SOD3 SRMS SSTR4 STK32A SUMF1 TBC1D22A TBC1D31 TBC1D9 TEFM TMEM176B TMEM79 TMPO TNFRSF11A TNFRSF21 TNS1 TRIO TRIP6 TSG101 TSSK2 TXNDC16 UBE2F UNC93B1 UQCRC2 UROS WASHC4 WDR86 WIPI1 WNT10B WNT6 XPNPEP1 ZDHHC2 ZMYM3 ZNF629 GSE11961_FOLLICULAR_BCELL_VS_MEMORY_BCELL_DAY7_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11961_FOLLICULAR_BCELL_VS_MEMORY_BCELL_DAY7_DN ABCB7 ABCC4 ADAM9 AJUBA AKR1D1 ANKRD46 ANKRD49 APPBP2 ARFGEF2 ARHGAP29 ATOSA ATP11C ATP6AP1 BCL10 BRAF BRSK1 BSG C10orf88 C14orf180 C3orf62 C3orf70 C5orf22 C5orf34 CACNG3 CASD1 CCAR1 CD164 CD2AP CD38 CHD9 CHRNB1 CMA1 CTDSPL2 CTSV CYB5D2 DAAM1 DDX46 DLAT DLG1 DOCK7 DUSP14 EEF1E1 EIF4E ELP5 ENSG00000285566 ENTPD7 ERI1 ERRFI1 EXOC6 EXOG EXOSC1 FAM114A1 FAM78A FAR1 FARP2 FASTKD3 FCGR2B FCRLA FZD7 GALNT4 GCFC2 GNAS GNG10 GNL2 GOLM1 GPAM GPN3 GPR89B GYS1 HCCS HMMR HNRNPA0 HOOK1 IL17RD IL5RA INSR INTS6L KAT14 KBTBD7 KCNG2 KCNK15 KLHDC2 KLHL23 KLHL42 KRTAP17-1 L2HGDH LAIR1 LANCL2 MACROD2 MARCHF6 MDH1 MMGT1 MOAP1 MOGAT2 MORN1 MST1R MTA3 MTHFD1 MTMR1 NAA10 NARS2 NCAM1 NECAP1 NIT1 NOMO1 NOP2 NSDHL NSUN5 NTPCR NUP160 NUS1 OGFOD1 OPA1 ORC3 ORC5 ORC6 OSBPL1A OTUD6B PABPC4 PAIP2 PAK1IP1 PAPSS1 PARPBP PCGF6 PDE1C PDIK1L PFKM PHF14 PHTF2 PLEKHG3 POLE2 PPARGC1B PPCDC PPIF PPP1R21 PPP2R5C PRCP PRDX3 PRKAR2B PRKCI PRMT5 RAB14 RABGGTA RETREG1 RIMOC1 RNF38 RPRD1A RPS6 RPS6KA6 SCN4B SENP6 SEPTIN3 SESTD1 SLC10A7 SLC22A15 SLC35A3 SLC35E2B SLC7A6 SMAD7 SMURF2 SNX25 SOCS5 SPATA9 SPNS3 SPRING1 SPRY4 SQLE STARD3NL STC2 STRA6 STT3B SUSD6 SYCP1 TADA2A TCF23 TCP11L2 TM7SF3 TMEM208 TMEM25 TMEM44 TMEM50B TMEM74B TMX4 TNFAIP8L1 TPGS2 TRIM37 TRMT11 TTC39A TTL TWSG1 UBR1 UGDH VBP1 VMAC XXYLT1 ZFYVE21 ZNF280C ZNF292 ZNF398 ZWINT GSE11961_FOLLICULAR_BCELL_VS_MEMORY_BCELL_DAY7_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11961_FOLLICULAR_BCELL_VS_MEMORY_BCELL_DAY7_UP ACADL ACKR2 ADCK1 AKR1A1 ALKBH6 ANKRD12 AP3M2 ARHGAP30 ARHGEF16 ARHGEF2 ARID3B ATG16L1 ATOX1 ATP5F1E ATP8B3 ATXN7L2 ATXN7L3B BLOC1S1 BLVRB BORCS8 BRI3 C19orf12 C1orf53 CA11 CABP2 CACNA1A CAMKK2 CASP3 CDC34 CDCA5 CDH15 CECR2 CHCHD7 CHKB CIAO2B CMPK2 CNP COL13A1 CXCR4 CYP26A1 CYP27A1 DCK DENND1A DENND1C DHX58 DOCK6 DYNC1H1 DZIP3 EAF2 EDF1 EPHX2 ERLIN1 EXOC3L4 FAM229A FLJ13224 FRMD4A FZD5 GDI1 GTPBP1 HASPIN HERC6 HLA-E HMOX2 HR HSF4 HTT IFIH1 IFIT3 IKZF1 IP6K1 IRF5 IRF7 IRF9 JAK2 KANSL3 KCNC3 KEAP1 KLHL36 KLK6 LAPTM4B LGMN LIMD1 LONP2 LRRK1 MAP3K12 MARF1 MARK2 MED15 MELTF MICAL1 MINAR1 MPPE1 MTHFSD MX2 MYH6 MYH9 MYO1G NAA25 NDUFA11 NDUFAF3 NLRX1 NPEPPS NTSR1 NUDT14 OAS1 OAS3 ORAI1 PA2G4 PACSIN1 PAM16 PARP9 PCNX2 PDCD1 PDE1A PIK3AP1 PIK3R5 PISD PML PMP22 PODXL2 POLR2J PPP1R12C PPP1R13B PRICKLE2 PRKCE PRSS41 PRSS58 PSENEN PSME2 PTRH2 PTRHD1 PTTG1 RBM43 RDH5 RELB RIGI RNF114 RNF213 RPL22 RPL24 RPL27 RPL31 RPL41 RPS14 RSRP1 S100A13 S100A6 SAMD9L SART3 SCAMP2 SELENOM SEMA4F SERPING1 SERTAD1 SETDB2 SGCB SGCE SHISA5 SHROOM1 SLAMF9 SLC15A1 SLC22A8 SLC25A22 SLC25A40 SLC30A1 SLC30A3 SLC4A2 SMARCD1 SMOX SNN SNX6 SOS1 ST3GAL1 STARD3 STPG4 STX8 TAPBP TMEM140 TMEM184B TOR1AIP1 TPPP3 TRAFD1 TREML2 TRIB1 TRIM14 TUBB2B TYK2 TYROBP UBR4 UPK3BL1 UQCC2 VNN1 VPS28 WDR33 WIPF2 XAF1 ZCCHC2 ZNF703 ZSWIM3 ZUP1 GSE11961_FOLLICULAR_BCELL_VS_PLASMA_CELL_DAY7_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11961_FOLLICULAR_BCELL_VS_PLASMA_CELL_DAY7_DN ABCA2 ABCB10 ABHD14B ADAM10 ADGRG3 AFP AGO1 ALKBH4 AMACR ANGPTL4 ANKRD28 ANKRD44 APOBEC2 ARG1 ARHGAP9 ASB13 ATP2A3 ATP2B1 AUH BCL7B BMS1 BORCS7 BRD9 CAPN2 CCDC88C CCSER2 CD96 CDIN1 CETN2 CHL1 CHST11 CISD3 CLDN12 CNOT1 COL4A3 CSNK1G1 CYB5R2 CYP17A1 DDX47 DEF6 DENND11 DGKA DMRT2 DUSP5 DYRK2 ELAVL1 EMID1 EML3 EPC1 EPC2 EPSTI1 ERCC4 ETS1 FAM184A FBXL2 FHL2 FOXO1 FUT11 GAB3 GALNTL5 GAS2 GIGYF2 GIN1 GNPTG GPR87 GSAP HAUS3 HELZ2 HERC2 HMGXB4 IFIT2 IKZF1 IL7R INO80D IPO11 IQGAP2 ITGA2 ITGB2 ITSN2 KAT14 KATNBL1 KCNAB2 KCNIP3 KCTD15 KLHDC2 KLRK1 KMT2E KRAS KRT6A LAMTOR3 LEF1 LIMK2 LRIG2 MED20 MED4 MFAP1 MKLN1 MMRN2 MOSMO MTERF1 MTMR9 MTURN MYL4 MYLIP NAA38 NASP NCK1 NEFH NFATC1 NOP10 NPRL2 NR0B1 NR3C1 NRIP1 NSD3 NXNL2 ORMDL1 OSBPL3 OSBPL5 OVGP1 P3H4 PADI4 PAFAH1B2 PAM PARD6G PDE3B PDK4 PDP1 PHF20 PLGRKT POGZ POLR3GL PON2 PPIG PPP3CC PRKAG1 PRKCH PRPSAP1 PTK2B PTPN4 PXMP2 PXYLP1 RABIF RAD51C RAI1 RBM15B RHOC RNF138 RNF220 RORA RTF1 S100A10 SASH3 SEMA4A SERPINE2 SKOR1 SLA2 SLC16A10 SLC20A1 SMC3 SNX33 SNX7 SORD SPINK1 SRCAP ST7 SUSD1 TASL TBL2 TCF12 TCOF1 TECPR1 TEDC1 TIMM8A TLK1 TMEM238L TMEM241 TMEM9 TNFSF14 TPST2 TRAF3IP1 TRIM56 TRIM8 TRMT10B TTC39C UBASH3A ULK1 UROD USP37 VPS4B WDHD1 WDR26 WDR82 YPEL1 YPEL3 ZC3HAV1 ZDHHC20 ZNF143 ZNF579 ZPBP2 GSE11961_FOLLICULAR_BCELL_VS_PLASMA_CELL_DAY7_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11961_FOLLICULAR_BCELL_VS_PLASMA_CELL_DAY7_UP ABHD17B ACACA ACOD1 ADAMTS9 AHR AHSA1 AK2 ALDH1L2 ALKBH1 ANKRD1 ANKRD28 ANP32B ATP13A5 AVEN BASP1 BATF2 BEST2 BRCC3 BST2 C16orf86 C1orf131 C8orf76 CABP4 CADM1 CARNMT1 CCDC116 CCL4 CGA CGAS CHIC1 CISH CLDN1 CLPB CMAS CNTFR COL12A1 COQ2 COX17 CRIP3 CSRNP1 CTBP2 CTPS1 CYB5R2 CYP2S1 DAZAP1 DDX20 DDX56 DGKG DHODH DOK4 DUS4L EBNA1BP2 EED EHD1 EPS8L3 FAM222A FAM86B2 FGG FKBP5 FLNC FURIN GCG GLDC GNG12 GPR150 GPR155 GPR171 GPR65 GSPT1 GZMB HABP2 HELZ2 HIRIP3 HS3ST4 HSH2D ICA1 ICAM1 IFI27L2 IFIH1 IL4I1 ILRUN IPO4 ISG15 ISY1 JUN KAT2A KCNG1 KDELR2 KDELR3 KIAA0825 KLK4 KRTAP19-3 LAG3 LAMA2 LBX2 LIX1L LPCAT1 LTV1 MAFF MANF MC5R MFSD2A MGARP MIF MLEC MLKL MOB3B MOGAT2 MREG MRPL32 MRPS18B MTFR2 MTHFD2 MXD1 NCAM2 NECTIN3 NEFH NELFE NFKBIE NFKBIZ NKAIN4 NOL9 NOS2 NOVA2 NRIP1 NUDT5 OSM PAQR3 PASK PECR PENK PHYHIP PKMYT1 PLA2G12B PLA2G2E PMCH PMEPA1 PPP1R13L PRKCSH PRPS1 PSPC1 PUS1 RABL3 RASSF9 RBM19 RCL1 RILPL2 RPUSD1 RSL1D1 SAPCD2 SCAF4 SCO1 SDR39U1 SEMA5B SEMA6D SFTPA1 SH3RF3 SHMT1 SHMT2 SLC15A3 SLC19A1 SLC25A20 SLC26A8 SLC34A1 SLFN13 SMTNL1 SMYD5 SNCAIP SNHG3 SNRPC SOCS3 SOGA3 SPCS2 SPINK5 SPP1 SRPRA SRRT TAT TBC1D24 TBC1D8 TEKT2 TGM2 THBS4 TIMELESS TIMM9 TM4SF1 TM4SF20 TMEM178A TNFAIP2 TNFRSF25 TRPM5 TRPV6 TSG101 TUBG1 UBALD2 UFD1 UTP23 UTP3 XPO4 YARS2 GSE11961_GERMINAL_CENTER_BCELL_DAY7_VS_GERMINAL_CENTER_BCELL_DAY40_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11961_GERMINAL_CENTER_BCELL_DAY7_VS_GERMINAL_CENTER_BCELL_DAY40_DN ACTN1 ADAMTS6 ADAT1 ADM AFF3 AIF1 ALOX5AP ANKRD37 ANKRD46 ANKRD55 APOBEC1 APOE ARHGEF12 ASH1L ATF7IP ATP6V0B ATP8A1 BAZ2B BBS10 BCL6 BCL9L BCO2 BFSP2 BPHL BTBD1 C15orf39 C17orf97 C1QTNF9 CAMKK1 CC2D2B CCR6 CCT6B CD86 CEP164 CETN1 CHD2 CHD9 CIART CIRBP CLCN6 CLDN1 CLDN10 CLEC4M CLK2 CMTM6 CMTR1 CNOT2 CRLF3 CRYZ CSMD1 CXCR4 DDX17 DDX18 DENND1A DMAC2 DNAJC7 DPP7 DYRK1A EARS2 EPS8 EPS8L1 ERCC5 ERMARD ERP27 EVI5 F8 FAM3B FHIP1A GAMT GNAT2 GPATCH4 GPM6A GPR152 GRIK3 GSDMA H2AC25 HAVCR1 HEG1 HLA-G HLCS HMGN3 HSFY2 IFT172 IFT25 IFT81 IGLON5 IL4R IMMP2L INPP5K INSR IPO4 IRF1 IRF2 KCNG1 KCNMB1 KHNYN KIAA1958 KRBA1 LTB LTO1 LYN LYNX1 MARCKSL1 MAST4 MATCAP1 MCCC1 MEF2D MGST1 MIDEAS MLH3 MRPL39 MRPS18B MXD4 MYCBP2 MYO1C NAT10 NEU1 NLRC5 NPHS1 NTHL1 NUAK2 OSGEP OVGP1 PCBP2 PECR PELI1 PFN2 PGAM5 PGPEP1L PHKA1 PHLPP1 PIK3R3 PLCD3 PLD4 PLEKHA2 PMEPA1 POLR1A PPM1L PPP4R3B PRG4 PRKAB2 PROKR2 PRR12 PSCA PTK2B PTPRJ RAB39A RBM19 RDH5 RESP18 RIC8A RIGI RPRD1A RTF2 SAA2 SCAF11 SEC14L5 SF3B2 SIT1 SKOR1 SLAMF6 SLC29A3 SLC37A2 SLC49A4 SLC66A1 SNX8 SPRY1 ST14 STK4 STX16 STXBP4 SUN2 TAOK3 TCF25 TEC TMED6 TMEM17 TMEM192 TMOD4 TMPRSS13 TPRG1L TRIB2 TRIM34 TRPM5 TSTD1 TTC23 UBA7 UBC USF1 USP7 UVRAG VPS51 VWCE WDFY4 ZFYVE19 ZMYM3 ZNF131 ZNF318 ZNF319 GSE11961_GERMINAL_CENTER_BCELL_DAY7_VS_GERMINAL_CENTER_BCELL_DAY40_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11961_GERMINAL_CENTER_BCELL_DAY7_VS_GERMINAL_CENTER_BCELL_DAY40_UP AAK1 ABI2 ADGRL4 AGTPBP1 AK3 ALDOB ALG5 AMOTL1 ANAPC11 ARHGAP9 ARL5A ATP11B ATP1B1 AVEN B3GNT7 BORA C1orf21 CA2 CAD CAPN8 CARD19 CDC25C CDCA2 CDK6 CERS6 CHAF1B CISH CKAP5 CKLF CLPB CLSTN1 COL4A5 COL4A6 CPTP CRACDL CRHBP CTNNA3 CTTNBP2 CXCL17 DAB1 DAP DDHD2 DSCC1 DUSP22 DUT EGLN3 EIF2S1 ERCC6L ERRFI1 ESD FBXW8 FNDC1 FRRS1 FXN FXYD5 GALNT2 GARIN1B GDAP1L1 GLIS3 GPC1 GPC5 GPR155 GPR65 GYG1 HACD1 HASPIN HIRIP3 HS3ST4 IFITM5 IFNGR1 IFT57 IGF2R ILF2 INCENP ITGAL ITPA ITPRIPL2 JUND KCNAB2 KCNK10 KDM4D KIAA0513 KLRC3 LAG3 LEPROTL1 LGALS1 LIN28B LONRF3 LPP-AS2 LRP12 LRP8 LUZP1 MAEL MAFF MAPK6 MCM6 MCTP2 MDM2 METRN MIR1915HG MIR22HG MLANA MLEC MLKL MS4A15 MXD1 MXD3 MYB NAV1 NCAM2 NDC80 NDFIP2 NEFH NFKBIZ NHLRC1 NUDT12 NUP93 OLFM1 ORC6 OSM PADI4 PAQR3 PBK PCNA PDCD6 PDCL3 PDZK1IP1 PGK2 PGLYRP2 PIM1 PLPP2 POGK PRIM1 PRR22 PSMA7 PSMD1 PSMD12 PSMD9 PTER PTH1R PTPN12 RAB32 RAD54B RAP2A RBL2 RNF125 RNF152 RPUSD1 RRBP1 RXRA S100A6 SARDH SEMA4C SEMA6D SEPTIN2 SERPINB9 SGO1 SKP2 SLC1A6 SLC22A1 SLC2A6 SLC35A4 SLC44A3 SLC7A11 SLC7A8 SLURP1 SNRPD1 SPN SREK1 ST3GAL4 STK32C STOM TACC3 TAGLN2 TES TESC TJP2 TLCD1 TMEM9B TNFAIP3 TNFAIP8L1 TNFRSF11A TNFRSF1A TPRG1 TSPOAP1 TUBB6 TUBG1 TXN TXNDC8 UXS1 VDAC1 VOPP1 WDHD1 YBX1 YBX3 YKT6 ZDBF2 ZDHHC11 ZGRF1 GSE11961_GERMINAL_CENTER_BCELL_DAY7_VS_MEMORY_BCELL_DAY40_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11961_GERMINAL_CENTER_BCELL_DAY7_VS_MEMORY_BCELL_DAY40_DN A1CF ABCA5 ACVR2A ADAMTS15 ADAP2 ADCK1 AKR1A1 APOOL ARHGAP32 ARPC5L ART5 ASAH2 ATP2B2 ATP6V0C ATXN7L3B BARX1 BCL2L14 BIRC2 BLK BMPER C11orf54 C3orf70 C5orf47 C9orf72 CADM2 CALHM6 CAMKK1 CAPS2 CASP1 CD1D CD2AP CD68 CD72 CD8B CDCP1 CDKL3 CFB CFLAR CGGBP1 CHSY3 CIB3 CILK1 CLDN15 CMPK2 COL27A1 CPNE2 CRAT CSF1R CST3 CSTA CTTNBP2NL CXCL2 CXCR5 CYP27A1 DCLRE1C DLG2 DPT DRAM1 DSTYK EPOR ESAM EXD1 FABP7 FAM166A FAM217B FBLIM1 FBXL16 FGD2 FGD5 FMO5 FRMD4A FRMD5 GALM GAMT GARIN1B GDAP1L1 GFRA1 GLIS2 GNAT2 GNB4 GPR143 GPR35 GPRC5C GRB2 GRM2 GSDMC GUCY2D HCN3 HMGN3 HOXA1 IDO1 IFT57 IL6 INPP5K IRF6 ITGAX KCND1 KCNK6 KDF1 KRBA1 KRT222 KRTAP7-1 LAD1 LNX1 LPXN LRCH1 LRRC15 LYST MET MMP9 MPZL1 MYCBP2 MYLK NDRG4 NFE2L3 NID1 NIPA1 NMT1 NPR1 NRP1 NXNL2 OLFM1 OSTF1 P2RX4 PAK6 PAPPA2 PARP9 PIP5K1C PLD4 PLEKHM3 POTEH PPP1R14A PRELID2 PRSS22 PSTPIP2 PTK6 RAB11B RAB26 RAB39A RALB RALGPS2 RASA4 RASIP1 RECQL5 RELL1 RGS1 RIGI RNF180 RUFY3 SCIN SDK1 SH3BGRL SIGLEC1 SLAMF9 SLC16A11 SLC26A11 SLC2A4 SLC34A3 SLC46A3 SLC49A4 SLC7A7 SMIM14 SNED1 SNX2 SPATA18 SPI1 SPIB SSTR2 STXBP3 SYNPO2 TBRG1 TCF7L2 TEP1 TEX14 TFEC THSD7B TLR7 TMCC2 TMCC3 TMEM132C TMEM151A TMEM176B TMEM204 TNNI2 TPP1 TRIB3 TRIQK TRPM2 TSPAN9 TSTD1 UBL3 WDR91 YPEL2 ZC2HC1A ZFR2 ZMYM3 ZNF227 ZNF23 ZNF800 ZNF839 GSE11961_GERMINAL_CENTER_BCELL_DAY7_VS_MEMORY_BCELL_DAY40_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11961_GERMINAL_CENTER_BCELL_DAY7_VS_MEMORY_BCELL_DAY40_UP ABHD8 ABTB2 ACAA2 ACAD8 ACVRL1 ADAMTSL5 ADH1C AGFG1 AHRR AIRN AMPD1 ANXA2 APOBR APP AQP5 AQP9 ARHGAP9 ATF7IP ATP8B2 AXL BBOF1 BDH1 BTN1A1 C17orf50 C19orf12 C1orf21 CA12 CALU CAMK2B CAMK2G CAV3 CCDC106 CCDC191 CCDC92 CCL4 CD244 CDK6 CELSR1 CHAF1B CHST11 CIBAR1 CPVL CRADD CSF2 DCUN1D2 DDX47 DENND2C DNAAF4 DNAH8 DNAJC1 DNAJC27 DSE DUSP26 EID2 ELOVL5 ERCC3 ERRFI1 EXOC5 FAM78A FAM86B2 FBXW4 FGF13 FHL2 FLNB FOCAD FOSL2 FOXN2 FRMD6 GAL3ST1 GALNT2 GBP6 GLIPR1 GLT8D2 GLUD1 GNA15 GPR68 GRAMD2B GTF2IRD2 GTF3C3 GUCA2B HCN3 HERC6 HOPX IFIT1B IGF1R IGF2R INMT INTS9 ITGAL JAK1 KBTBD13 KCNMB4 KLHDC2 KLHL4 KLRG1 KLRK1 KRTCAP2 LAG3 LRIG1 LRP11 MAPRE1 METTL27 MEX3B MN1 MPZL2 MRPS6 MTFR1L MXD1 MYH14 NECTIN3 NEURL1B NINJ2 NIPAL2 NLK NOB1 NRARP NRSN1 NUP210 P2RX2 PABPC4L PACC1 PALD1 PANX1 PCSK4 PGF PGM2 PHF13 PLA2G4D PLCG1 PLD3 PLEKHA5 PLEKHA6 PLPP6 PPP1R3B PPP2R5A PPP4C PRDM14 PREX1 PRKAR2A PRKCA PRRG1 PSRC1 PTGFR PTPN12 PTTG1IP RAB37 RAB3IP RACK1 RBBP4 RCBTB1 RER1 RGCC RGS10 RMND5B RNASEL RNF19A RTL8C S100B SDF4 SELENOP SFMBT2 SHLD1 SKP1 SLC25A40 SLC35B3 SMAP2 SMPD5 SNORD89 SNX4 SORBS3 SSBP2 SSX2IP ST3GAL4 ST3GAL6 ST7L SUN2 TADA2A TAF5L TAPT1 TBCEL THAP12 TIAM1 TNIP1 TRPM1 TTC30B URI1 URM1 USO1 USP2 VLDLR VMP1 VPS26C VSTM2L VWA3B XPO5 YAF2 ZBTB8A ZDHHC20 ZNF579 ZNRF1 GSE11961_GERMINAL_CENTER_BCELL_DAY7_VS_PLASMA_CELL_DAY7_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11961_GERMINAL_CENTER_BCELL_DAY7_VS_PLASMA_CELL_DAY7_DN ABCA5 ACSL1 ADM AKAP7 ALOX5AP AMOT ANKRD24 ANXA1 APOBEC1 ARID4A ARPC5L ASB1 ATL1 ATP6V0B BAZ2B BCL2L2 BEND5 BFSP2 BIN1 BLOC1S2 BMP2K BRWD1 BUB1B C11orf54 C5orf63 CAPN5 CASP7 CAT CCDC122 CCDC9 CD86 CDC42BPG CEBPZOS CEP89 CFAP126 CHCHD10 CHST1 CKAP2L CLIC4 CNNM2 COPRS COQ7 CRISP3 CRYZ CSF2RB CSRNP1 CTH CTNND1 CWC27 CYFIP1 CYP27A1 CYTL1 DCBLD1 DENND6A DHX57 DNASE1L2 DNASE1L3 DNTTIP2 DPF3 DRAM2 DSTYK EIF2AK3 ENPP1 ERCC6L EXOC6 FAM204A FAM83E FCHSD2 GALNS GNAZ GNGT2 GTDC1 GXYLT1 H1-0 HCAR1 HEXB HIF1A HLA-DMA HSPA2 HSPA4 IFITM3 INPP5F INSR IRAK2 JMJD1C KANSL2 KBTBD7 KCNJ1 KTN1 LHFPL2 LITAF LPGAT1 LTA LYNX1 MAP3K1 MAP3K5 MCAM MCCC2 MCM5 MDFIC MKI67 MYADM MYO18A MYOM1 NAAA NDE1 NFKBIE NLRP12 OAS2 OOSP2 OPTN P2RY10 PARP3 PBX3 PCBP1 PCDH18 PCK2 PCLAF PCP4 PCYOX1 PGGT1B PHTF2 PIK3AP1 PLEKHM1 PLPP1 POLD1 POMT1 PPWD1 PRKAB2 PRKCI PRNP PRRC1 PTGIR PTGR1 PTGR2 PTPN14 PTPN6 QKI RAD17 RAPGEF3 RARRES1 RASSF4 REEP5 RFTN1 RHOBTB1 RIDA RNPC3 ROGDI SERINC3 SESN3 SGO1 SH3BGRL SH3BP2 SH3TC1 SIX3 SLC25A19 SLC29A3 SLC35F5 SLC39A13 SLC51A SMAD2 SNX13 SNX9 SPAG9 SPC24 SPON2 SRSF10 ST14 STRADB SUMF1 TANK TASL TBC1D9 TEP1 TERF2 TMEM131L TMEM168 TMEM242 TOMM6 TOX2 TP53INP2 TPX2 TSC1 TSPAN2 TVP23A TXNDC11 TXNDC16 VWCE WDR11 YWHAE ZBTB20 ZC2HC1A ZFP36L1 ZFP90 ZNF213 ZNF239 ZNF518B ZNF667 ZNF710 ZNF768 GSE11961_GERMINAL_CENTER_BCELL_DAY7_VS_PLASMA_CELL_DAY7_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11961_GERMINAL_CENTER_BCELL_DAY7_VS_PLASMA_CELL_DAY7_UP ABI3 ACOT7 ACTRT2 ADAD1 AKAP9 AP1S3 APOBEC1 APOC1 ARHGAP11A ARHGAP30 ASB11 ASPHD1 ATN1 BARD1 BCAT1 BHLHA15 BIRC3 BOK BOLA1 BST2 C15orf48 C17orf99 C19orf12 C1S CALB1 CAND1 CAPN8 CCDC102A CCDC85A CCND2 CD2 CDC42EP2 CDCA8 CENPF CFLAR CGAS CHORDC1 CLEC5A CLIC4 CLMP CNDP2 COX18 COX6A2 CRYAB CTRL CXCL3 CYSLTR2 DCLRE1C DCTN4 DDX20 DESI2 DNER DRAM1 DSCAML1 DTX2 DTX3L DTX4 E2F8 EEIG1 EHD4 EIF2B2 ELOVL6 ERCC6L ETV6 FAM25C FANCD2 FKBP5 FMR1 FOXK2 GATA1 GGT1 GHITM GLRA3 GPR171 GPR182 GREM1 HCK HDHD3 HLA-E HM13 HOOK2 HSPA4 HSPA5 IFI35 IFI44 IFIT1B IL2RA INSL6 ITPK1 JMJD6 JUP KANK4 KDM4D LHFPL2 LITAF LMAN2L LPXN LRR1 LUZP1 LYVE1 MAPK13 MARS1 MAX MED6 MPEG1 MUC15 MYCBP2 MYORG NAA20 NAT14 NEK2 NFATC4 NGEF NID2 NMI NR0B1 NUP210 OASL OSM P4HA1 PARD3B PARP9 PCGF5 PFAS PGPEP1 PHB2 PI15 PIH1D1 PILRB PKN1 PLXNA4 POP1 PPM1K PRELID2 PRF1 PRNP PSMA5 PTGER3 RABGEF1 RAD51 RBL1 RBM15 RELB RFC3 SAMHD1 SAMSN1 SAP30 SASH1 SBNO2 SCAND1 SELENOW SEMA7A SERPINB1 SERPINE2 SERPINI1 SETDB2 SH3BP2 SHC3 SIM1 SKAP2 SLC24A3 SLC25A18 SLC51A SLC5A3 SLC7A3 SLC7A5 SLC9B2 SLFN12L SLPI SNX27 SOCS1 SPATS2 SPDEF SSUH2 STAT1 TAC1 TBK1 TBRG1 TCOF1 TGIF2 TMPRSS11E TMUB1 TNFRSF18 TNFSF10 TOR1AIP1 TRIB3 TRIM14 TUSC2 UBE2L3 UBFD1 UCN USP37 USP9Y VAC14 VMP1 VPS54 WBP4 XYLB YIPF1 ZNF365 GSE11961_MARGINAL_ZONE_BCELL_VS_GERMINAL_CENTER_BCELL_DAY40_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11961_MARGINAL_ZONE_BCELL_VS_GERMINAL_CENTER_BCELL_DAY40_DN ACSL1 AGO4 AGPAT4 AGT AHRR AHSA1 AIFM3 AIM2 AKAP7 AKR7A2 AMZ2 ANKRD49 APOA4 ARRDC4 ASNSD1 ATRNL1 B4GALNT2 BMP8A BMPR2 C3orf70 CA9 CBFA2T3 CDC42BPB CDH26 CDKN2B CEP85 CHKA CLEC1A CLEC7A CLUAP1 CMTM8 COL27A1 CRYZ CTC1 DCLK3 DCLRE1A DCP2 DENND3 DEPP1 DEXI DNALI1 DPP7 DSCAM DUSP12 DUSP16 DYNC2I2 EFEMP1 EIF2AK4 EPB41L2 ERLIN1 EXT1 EXTL1 FAM114A1 FAM3B FAM98C FLNC FLYWCH2 FMNL2 FPR2 FRMD5 FXYD2 GABRR1 GADD45B GAL3ST1 GFPT1 GMPPA GPN1 GPR35 GPSM3 GTF2IRD1 GUCY2C H2AC18 HAP1 HAUS8 HCN3 HIC1 HIC2 HLCS HPSE HTRA2 IER5 IFIT1B IFT46 IFT74 IFT88 IKZF4 IMPDH2 IRF6 ITPRIP ITPRIPL2 JARID2 JUN JUNB KRTAP20-2 KRTCAP3 LDLRAD3 LRRN4CL LTBR MACROH2A1 METTL3 METTL5 MFSD12 MFSD6L MGARP MLH3 MRC2 MRPS2 MRPS25 MSMO1 MTMR14 MVD MX1 MYO1H MYO5A N4BP2L1 NAIF1 NDST1 NECAP2 NECTIN4 NFIX NFKBIE NPB NRDE2 NUAK2 NUP62 NUPR1 NXPE2 OSGEP PCDH11X PCYT1A PIK3CB PLA2G4D PLCG1 POGLUT2 POP1 PPHLN1 PPP1R8 PRKCD PROS1 PRXL2B PTMS PTS RAB43 RADIL RALA RALB RALGPS2 RAPGEF5 RBM38 REL RENBP RHBDL2 RHOBTB1 RLN1 RNF19B RRAD RRAGC RTCB SCIN SERPINC1 SLC16A14 SLC1A7 SLC30A4 SLC44A3 SLC6A12 SLC7A5 SLC8B1 SNX9 SOX1 SPATA9 SPIC SPON2 SREBF2 STAP1 STARD5 STAU2 STIMATE SUPT3H SYT6 TAX1BP3 TBC1D9 TCF15 TEX14 TINF2 TLR3 TMED1 TMPO TNFAIP8 TNNI3 TOMM7 TPPP3 TRIQK TSPO2 TYR UNC93B1 USP12 USP6NL VANGL2 VAV2 ZFPM2 GSE11961_MARGINAL_ZONE_BCELL_VS_GERMINAL_CENTER_BCELL_DAY40_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11961_MARGINAL_ZONE_BCELL_VS_GERMINAL_CENTER_BCELL_DAY40_UP AAK1 ACAA2 AIRN ALG5 ALKBH4 ANAPC1 ANGPTL4 ANKRD44 ANXA8 AREL1 ARID1B ARL5A ARL5B ATP10A ATP6V0A2 ATP8B2 B3GALT5 B3GNT5 BAIAP3 BCORL1 BORCS7 C1orf185 C3orf38 CALCRL CAPN3 CCDC88C CD151 CD38 CDK5RAP2 CDKN2D CELA1 CENPQ CHL1 CHRM3 CHST11 CISD3 CISH CLCN3 CNIH2 COG6 CR1L CRACDL CTSD CYP17A1 DDC DHX15 DIPK2A DNER DNMT3B ENPP1 EPHX1 ETFDH ETS1 F2RL1 FAM172A FAM8A1 FBXL2 FCGR2A FHIT FHL2 FLT3LG FRY FSTL1 FUT11 FYN GAB3 GABRA6 GAREM1 GLA GNPTG GOLGA4 GYG1 HAUS3 HBP1 HDAC3 HEPH IKZF1 IL27RA INPP5B IPO11 IPO8 IREB2 ITGB3BP JAK1 JAZF1 KCNAB2 KCTD10 KIAA0753 KLHDC2 KLHL22 KLHL25 KLHL6 KLRK1 LBR LCA5 LONP1 MARCHF2 MEMO1 MGA MLLT3 MLLT6 MPPED2 MYOT N4BP1 NASP NCOA6 NEDD1 NIPSNAP3A NLRC5 NPRL2 NR2C2 NRIP1 NUCB1 NUP50 PADI2 PAFAH1B2 PAM PARD6G PDE3B PDLIM1 PDZD8 PIGA PIK3R1 PIM2 PLEKHA8 PPARGC1B PPFIA1 PPIP5K1 PPM1H PPP1R15B PPP1R36 PPP3CA PRDM4 PRKACB PRKD3 PRMT9 PRSS16 RASGRP1 RASL11B RBL1 RBM27 RBM6 RCOR1 RHOC RIMOC1 RNASE4 RNASEL RNF157 RPGR RTTN SACS SCYL1 SEC22C SEC24D SELENOI SENP5 SENP6 SH3RF1 SIPA1 SKOR1 SLC20A1 SLC30A6 SLC35A3 SMG1 SPACA9 SPAG4 SPCS2 SPTBN1 SRCAP STRN STXBP5L SUCO SUSD1 SYNE3 TBC1D20 TBL2 TIMP2 TMCO3 TMPRSS5 TOP1MT TRAM1L1 TRAM2 TRAPPC6B TRPC6 TSFM TTC28 TTPAL UGCG UROD USP1 USP37 USP38 VIRMA WDR26 ZNF280C ZNF410 ZNF512 ZNF654 ZPBP2 GSE11961_MARGINAL_ZONE_BCELL_VS_GERMINAL_CENTER_BCELL_DAY7_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11961_MARGINAL_ZONE_BCELL_VS_GERMINAL_CENTER_BCELL_DAY7_DN ACOT4 ACOT7 ADAMTS1 AKAP9 ANKHD1 ANKLE1 ANP32B ANTXR2 ANXA9 ARHGEF7 ARL4D ARL5A ASB1 ASB2 ATOSA BARD1 BAZ1A BAZ2B BET1 BMPR2 BORCS7 BRD3OS BSPRY C4orf46 CAPG CAPN2 CARHSP1 CASP7 CBFA2T2 CBFA2T3 CBLL1 CCR5 CD151 CD7 CDC20B CEP135 CGAS CHIC1 CHKA CHST11 CISD3 CLDN12 CLTC CNOT11 COPZ2 CRELD2 CTSC CXCL6 CYSLTR2 DENND2B DOCK2 DTNBP1 DZANK1 ELL3 ELMO2 EP300 EZH2 FAM184A FAM53B FAM81A FARP2 FBH1 FBXL2 FER FKBP5 FKBPL FNDC4 FOXRED2 FRYL G6PC2 GABRQ GAREM1 GAS7 GATA3 GBP4 GBP7 GFI1 GNB5 GPR171 GRK5 GZMA HDHD3 HOATZ HSPA2 IL10RA IL1A INCENP INO80D IRAK2 KIF1C KIF20B KLRK1 KRT26 LAMTOR3 LGALSL LPGAT1 LPIN1 LRIG2 LUZP1 MAGOHB MAPK3 MED6 METTL7A MIB1 MYADM NANS NCAPG NDNF NDUFB7 NFKB1 NUDT12 NUMBL OR5D18 OSBPL3 P4HB PANK2 PBK PGGT1B PIK3CG PLEKHA2 PLEKHH1 PLIN2 POLH PPIL2 PRIM1 PRKAB1 PRKCB PRKRA PROB1 PTGR2 PTPN9 PTPRJ QKI RAB27A RAD51 RAD51B RAP1GAP2 RAP2A RAPGEF1 RAPGEF2 RBL1 REPS1 RNF135 RNPEP RPGR RUNX3 RXRA SAP30 SCMH1 SCYL1 SEM1 SERPINE2 SESTD1 SH3BGRL SH3RF1 SLA SLC18B1 SLC35F5 SORD SSX2IP STK3 STMN1 SUZ12 SYNE3 TASL TBK1 TCEAL8 TEX2 TEX26 TF TFIP11 TGFB3 TIAM1 TMBIM1 TMCC3 TMEM171 TMEM38B TMEM51 TOMM6 TPI1 TRIM37 TRIO TSC22D1 TSFM TTC39C TTK TYK2 UBE2L3 USP37 VAV3 VIM VMP1 VPS4B WBP1L ZC2HC1A ZCCHC24 ZNF512 ZNF768 ZNRF3 ZXDB GSE11961_MARGINAL_ZONE_BCELL_VS_GERMINAL_CENTER_BCELL_DAY7_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11961_MARGINAL_ZONE_BCELL_VS_GERMINAL_CENTER_BCELL_DAY7_UP ABCA5 ABCE1 ABHD15 ABHD17B ADAMDEC1 AK2 AKAP7 AKR7A2 ALDOC ALS2 ANKRD28 ANKRD49 APOBEC2 ARPC5L ARX ATP7B BAHD1 BDH1 BIRC3 BPHL C19orf48P C1orf159 C9orf85 CACNA1E CAT CATSPER2 CCDC9 CD5 CD72 CDC26 CDIP1 CDKL3 CEP170B CFAP141 CHD2 CHST1 CLDN10 CLUAP1 CPN1 CPVL CRIP3 CRISP3 CSRNP1 CTH CTNNAL1 CXCL13 CYP27A1 DCLK2 DDX18 DDX59 DENND6A DERL3 DMAC2 EGFL6 EGR3 EMX2OS EPS8L1 ERO1B FAM83G FASTKD2 FBXO43 FGGY FST GCFC2 GGT6 GNGT2 GRAMD2B GRB2 GRK4 HBB HELZ2 HIF1A HSD17B11 HSD17B7 HSDL1 IFT74 INSIG1 IRGM KCNMB4 KIAA0825 KIF12 KLHL35 KRT222 KRTAP20-2 LAS1L LDHC LIPT1 LIX1L LPGAT1 LPXN LRRC19 LTA MAP3K14 MAP3K20 MEF2C METTL17 MFSD12 MICU1 MINDY1 MPEG1 MRPL1 MRPS18B MYBPC2 MYCBP2 MYO1C MYO1E MYOF MYOM1 MZB1 NCF1 NDUFA9 NFKBIE NKIRAS2 NOTCH2 NSF OOSP2 OVGP1 P2RX4 PAN2 PARD3 PCK2 PCP4 PDXK PELP1 PES1 PGPEP1L PHYHD1 PIGR PKD1 PLCG1 PLIN3 PMEPA1 PNISR PNO1 PRDM16 PRDM9 PRNP RASAL1 RASSF2 RBM19 RCCD1 RFC1 RFLNA RFTN1 RGMB RHBDF2 RHOBTB1 RIN2 RNF19B SCN2B SEMA4B SIRT4 SLC15A4 SLC25A19 SLC29A3 SLC39A11 SLC43A1 SMYD5 SNX9 SOX12 SPNS3 SREBF2 SRPX2 STAMBPL1 STARD4 STAU2 STT3B STX1A SYK SYT6 TBC1D14 TENM4 TERF2 TFAP2E TFRC THEM6 THRSP TLR3 TMEM231 TMEM242 TNS3 TSPAN13 TSPO2 TSTD1 TXNDC16 UAP1 UNK UPF3B UROS VAV2 WASHC4 WDFY4 WIPI2 XXYLT1 ZFP36L1 ZMYM3 ZNF516 ZNF608 ZPBP2 GSE11961_MARGINAL_ZONE_BCELL_VS_MEMORY_BCELL_DAY40_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11961_MARGINAL_ZONE_BCELL_VS_MEMORY_BCELL_DAY40_DN ABRACL ACD ACLY ACP6 AGPAT3 AGTPBP1 ALDH1L2 ANKRD46 ANXA2 ARV1 ATAD3A ATG16L2 ATP8B4 BLTP3B BTBD19 C1orf112 CCL4 CD247 CD27 CD28 CDK4 CERS4 CETN2 CGRRF1 CIPC CKS1B CMKLR1 CNPY4 COMMD5 CRACDL CTBP2 CTNNAL1 CTPS1 CTSW DANCR DAP DDOST DDX31 DENND2B DGKA DHX16 DHX36 DNAAF2 EBNA1BP2 EIF1AD EIF2B5 EIF2D EIF3B ELAC2 ERI2 ETS1 F2RL1 FAM78A FAM81A FANCD2 FBXW8 FHL2 GAB3 GARS1 GFM1 GLE1 GMDS GPR155 GPR171 GPR174 GPX7 GPX8 GSPT1 GTF3C1 HACD1 HEMGN HINT1 HJURP HMCES IGF2R INAFM1 IRF8 ITGB3BP KCNU1 KCTD1 KDM4D KIAA1958 KLRC3 KRT34 LGALS1 LGALSL LIMK2 LONP1 LRP6 LSM2 LTV1 LZIC MAFG MANF MCM6 METTL26 MEX3D MIEF1 MINDY2 MKI67 MLEC MLH1 MOGAT2 MON2 MOXD1 MPLKIP MR1 MS4A15 MYB NBAS NDFIP2 NDUFAF4 NELFA NHP2 NME7 NOP56 NRARP NT5C3B NUCB1 NUDT1 OSBPL3 P3H4 P4HB PADI2 PASK PDE3B PDSS1 PEX14 PGLYRP2 PHACTR3 PIGY PMF1 PMS2 POC1A POLRMT POP1 PPIL6 PPP1R37 PPP2R1A PPP2R2A PRKAB1 PRMT3 PRRC2B PSME3 PTGES2 RANBP10 RCC2 RFC4 RIOK1 RLF RNASE1 RUVBL1 SAMM50 SCTR SEPTIN11 SGCE SHMT2 SIMC1 SKAP1 SLC12A7 SLC16A10 SLC2A12 SLC35D1 SLC7A14 SLCO2A1 SLTM SMIM7 SMPD4 SNHG17 SPP1 SSRP1 SUSD1 SYNE2 TACC3 TATDN2 TBC1D12 TELO2 THSD4 TMEM41A TMEM97 TNFSF14 TPST2 TRIM68 TRRAP TSR3 TTI2 TXN2 TXNL4B UGCG USP24 UTP4 WDR3 WDR75 WDR83 WDR89 WWOX ZFAND2A ZNF512 ZNF598 ZNF7 GSE11961_MARGINAL_ZONE_BCELL_VS_MEMORY_BCELL_DAY40_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11961_MARGINAL_ZONE_BCELL_VS_MEMORY_BCELL_DAY40_UP ABCA13 ADAMTS15 ADAP2 ADCK1 AHRR ALS2 ANKRD1 ANXA7 APH1B APOBR ARC ARID4A ARMCX6 ATMIN ATOSB ATP6V1D AVPI1 BCL11A BMP2K BOK C11orf68 C1orf198 C3orf70 C6orf132 CALHM6 CC2D2B CCDC24 CCDC90B CCL22 CD1D CD2AP CD68 CDC42BPB CDC42BPG CDKN2B CDS1 CHST15 CKB CLDN15 CMTM6 COL1A1 COL6A2 CREB3 CWH43 CYB5A DBN1 DDX17 DDX4 DUSP1 ECE1 ELAPOR2 EXOC6B FADS2 FAM184B FCGR3A FER1L4 FNIP2 FZD7 GABBR1 GARIN1B GCOM1 GLI1 GNB4 GNG12 GNG2 GOT2 GPR35 HAGH HMGN3 IFIH1 IFITM2 IFT140 INPP4A ITPRIPL1 JARID2 KBTBD12 KCNK6 KCTD16 KIAA0232 KIFAP3 KRT35 LIPA LMO2 LPAR3 LPAR6 LRCH1 MAN2C1 MAP3K12 MAPK7 MARCKSL1 MATCAP1 MFSD12 MTMR10 MYBPC3 MYO9A NAAA NAGA NAIF1 NCF1 NCKIPSD NEUROD4 NOSTRIN NPC2 NUAK2 NUDT17 NXPH3 OCSTAMP OGFRL1 OLFM1 P2RX6 PAK4 PDP2 PGAP6 PIGF PKD1 PLCL1 PLD4 PLEKHM3 PLXDC1 PNMT POLB PPFIBP2 PPP1R14A PPT1 PRG4 PRKAB2 PSTPIP2 RAB11FIP1 RAB39A RARG RASA4 RASSF3 RDH5 REEP3 RNF214 RNF217 ROGDI RPS6KA2 RSAD2 RTL5 RUFY3 SCN2B SCN3B SEC14L5 SEL1L SERPINB2 SH3BGRL SH3PXD2B SHROOM1 SIPA1L3 SLC12A9 SLC15A1 SLC15A4 SLC25A20 SLC29A3 SLC5A1 SLC66A1 SMAGP SOX12 SPI1 SSC4D ST3GAL5 ST6GAL1 STARD3 STIMATE STXBP3 SULT1E1 TAX1BP3 TDGF1 TEP1 THRB TMEM132A TMEM51 TMPRSS4 TNFRSF21 TPPP3 TRAPPC1 TRIM7 TRIP6 TSEN34 TSPAN17 TSPOAP1 TWF1 UBC UBE2L6 VAV2 VPS9D1 VWA1 WDFY3 WDFY4 WDR81 WDSUB1 WNT8A ZC2HC1A ZNF23 ZNF467 ZNF710 ZNF839 ZNRF4 ZUP1 GSE11961_MARGINAL_ZONE_BCELL_VS_MEMORY_BCELL_DAY7_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11961_MARGINAL_ZONE_BCELL_VS_MEMORY_BCELL_DAY7_DN ACKR4 ACP7 ADRA2B AGAP1 ALB ALX4 ANXA13 ARHGAP24 ASIC3 ASPH AVPR2 AXIN2 BIRC7 BNIPL BRSK1 BVES C12orf56 C19orf73 C6 CA5A CACNB1 CACNG8 CCDC92 CCNA1 CCT8L2 CD300C CD40LG CFAP251 CH25H CHST2 CLDN19 CLEC12B CLTA CNGA2 CNIH4 COL4A2 COL6A2 CRYBA2 CSF1 CTRC CYP8B1 DCST1 DLX6 DPEP1 DUSP18 EFNA1 FAM131C FAM83G FAT1 FOXI1 FUT10 GABRR1 GASK1B GFAP GJD2 GLI1 GNAZ GPA33 GPAT2 GRHL2 GRIN2A GRM2 GSG1L HAL HAS2 HES2 HIC2 HMGN5 HMX1 HOXC6 HRCT1 HRH3 HRH4 IFNB1 IL36B ILKAP IRS4 IRX4 JPH2 KCNMB1 KCNQ1 KIAA1671-AS1 KIF12 KIF24 KRT32 KRTAP15-1 KRTAP2-4 KRTAP20-2 LAMC3 LEFTY2 LIF LIMS2 LIPH LLGL2 LONRF3 LRMDA LRP3 LRRC75B LYPD6B MACROH2A2 MAD1L1 MAP3K6 MASP2 ME3 MFAP5 MGAT2 MGAT4EP MMP8 MMP9 MOK MS4A13 MUC5B MYOM3 NKX6-1 NLRP5 NPAS4 NTN1 NUDT16L1 OLFML1 OSBP2 P4HA3 PAQR6 PAX4 PCSK9 PCYOX1L PDGFD PDRG1 PHOX2B PITPNM2 PLEKHH2 PMP22 PPAT PPFIA4 PPIL6 PRR15L PRR27 PTGDS PTPN5 PYGO1 RAB25 RAB39B RCOR2 RELN RETN RFX4 RGS9 RILP RMDN2 RNF112 RNF181 RSPH9 SCN2A SELP SEMA5B SEMA6A SERPINH1 SFTPC SIDT1 SLC25A42 SLC46A1 SNAI1 SNAPC5 SORBS1 SORCS3 SPINK1 SPINK4 SSC5D SSUH2 ST18 SYT5 TBC1D2 TBX18 TEX13B TFAP2A TFAP2C THNSL2 TIMP3 TKTL2 TLCD1 TLX1 TMEM150B TMIE TPSG1 TRARG1 TRPM1 TSPAN7 TSSK3 TTLL8 UBQLN3 UPK3BL1 WFDC1 WFDC2 XIRP1 ZAR1 ZDHHC11 ZHX3 ZIC3 ZNF239 ZNF532 ZNF704 GSE11961_MARGINAL_ZONE_BCELL_VS_MEMORY_BCELL_DAY7_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11961_MARGINAL_ZONE_BCELL_VS_MEMORY_BCELL_DAY7_UP ABI1 AFG1L AGK AGPAT3 AK1 ALDH3A2 AMBRA1 ANAPC4 AP1B1 ARAP1 ARFGAP3 ARFGEF1 ATF6 ATG2B ATG4D ATG9B ATP13A3 ATP7B BAIAP2 BCL7B BPIFC C11orf65 C16orf78 C16orf86 CADPS CALB1 CALHM2 CAP1 CCDC125 CCDC141 CD28 CDC25B CDK5RAP1 CEP43 CEP44 CFAP206 CFAP53 CHMP1A CLEC14A CLTRN CMPK2 CMTR1 COQ2 CRYAB CTR9 CTSE CXCR4 CYP4F12 DCUN1D5 DNAH17 DYRK1A EAF2 EHMT2 EIF2AK2 EMCN ERC1 ERGIC3 EZR F5 FBXL17 FCHSD1 FGFR1OP2 FIS1 FITM1 FLNA GABRG1 GALNT12 GALNT2 GALNTL5 GIPR GNA15 HADHA HCN2 HDAC10 HECTD1 HERC3 HERC6 HOXD4 HSPB3 HSPB7 IFI27L2 IFIH1 IFIT1B IFIT2 INPP5A IRF7 ITGA1 KAT7 KIT LAX1 LMF1 LRPPRC LRRC14 LYSMD1 MAGED1 MAP9 MAX MBOAT1 MINPP1 MIP MPHOSPH6 MS4A8 MSTO1 MYO5B NABP1 NBAS NDRG2 NDUFS2 NEUROD1 NFAM1 NNMT NOG NR0B1 NRL NUDT15 OCEL1 OPHN1 ORAI3 PARD6B PARVB PCTP PDIA3 PDIA5 PFKL PFN1 PHLPP1 PI16 PI4KB PRDM16 PRSS35 PSMA3 PTBP2 PTPN23 PTPRA PUF60 RCAN2 RGS13 RGS16 RIPK4 RNF220 ROCK1 RPTOR RSAD2 RTN4 SAMD8 SCAF8 SCAMP2 SCML4 SERPINB8 SERTAD1 SLC25A22 SLFN13 SLFN5 SMURF1 SOX2-OT SPACA9 SPATA4 SRSF10 SYNDIG1L TAF3 TAF8 TCF21 TDP1 TGM4 TIMMDC1 TMEM86A TNRC6B TOR3A TPI1 TRAPPC12 TRIB1 TRIM24 TRIP10 TSPOAP1 TSSK2 TTC7A TXNL4A UBAP1 UGGT1 UNC119B UQCRC1 USP18 USP24 USP4 VIM VRK1 VTI1A WDR11 XAF1 XKRX XRCC6 XRN2 YWHAE ZIC2 ZIM2 ZNF451 ZNF524 ZNF653 ZNF664 ZP3 GSE11961_MARGINAL_ZONE_BCELL_VS_PLASMA_CELL_DAY7_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11961_MARGINAL_ZONE_BCELL_VS_PLASMA_CELL_DAY7_DN ABCB6 ABCG2 ABLIM1 ABRACL ACD ADAM7 AKAP8 ANKRD24 ANP32A ATP1B1 ATP2B1 B3GNT7 BAIAP3 BRINP2 C15orf61 C19orf48P C1orf112 C1orf174 C6orf118 CA14 CACNG5 CARNMT1 CBX7 CCNH CD2 CD244 CD247 CD72 CDC7 CDCA3 CENPW CFAP298 CIPC CNOT6L COBLL1 COX11 CTPS1 CTU1 CYP39A1 DDX24 DEF6 DIMT1 DLGAP1-AS1 DNAAF2 DNAI4 DUT DYRK2 EED EGLN3 EMILIN2 EMP1 ERCC4 ERI1 ERI2 ERRFI1 ESPL1 FAAP24 FAM110B FAM78A FANCD2 FBP1 FHL2 FOXO1 FURIN FYB1 G2E3 GAB3 GALK1 GMFG GNB1L GNGT1 GNPTG GPR171 GRAMD4 GTSE1 HACD1 HACD3 HASPIN HPRT1 IL18R1 IL2RB ILF2 INTS11 INTS12 ITGAL ITK KCNK7 KCNU1 KDM4D KLRC3 KLRG1 LGALS1 LGALS4 LRP12 LTV1 LY6G6D MEMO1 METRN MIGA2 MLANA MLLT6 MOXD1 MR1 NAA16 NCALD NCDN NCMAP NDUFAF4 NFATC3 NIBAN2 NME7 NSUN5 NTPCR NUCB1 ORC1 PADI1 PAFAH1B2 PANX1 PARP2 PASK PDCD6 PDE3B PECAM1 PLEC PLEKHF1 PRIM1 PRIM2 PSMD1 PSME3 PSMG2 PTGR1 QPRT RAD54B RAI2 RAPH1 RBL2 RBM10 RBM28 RCN1 REC114 RHOQ RIOK1 RNF43 RRP1B RSAD1 SARS1 SEC16B SELENOP SERPINI2 SH2D1B SHMT1 SIMC1 SKAP1 SKIC8 SLC30A6 SLC35D1 SLC7A9 SNRNP48 SNRPC SPATA13 SPN SPRY2 SPTBN1 SSBP2 ST3GAL4 SYCE3 THOC7 TIMM50 TPST2 TSC22D4 TSEN15 TSPAN5 TTI2 TTPAL TULP4 TUT4 TXNL1 TXNL4B UBAC2 UBXN11 ULK2 UNC5A UNC79 USP43 UTP4 VIP VMP1 VOPP1 VWA8 WDR3 WDR75 WNT3 XRCC5 ZDHHC22 ZNF560 ZNF598 ZNF7 ZNF711 ZNRF3 GSE11961_MARGINAL_ZONE_BCELL_VS_PLASMA_CELL_DAY7_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11961_MARGINAL_ZONE_BCELL_VS_PLASMA_CELL_DAY7_UP ABHD11 ADAMTSL5 ADGRG3 ADI1 AK7 AKAP1 AMZ2 AQP9 ARHGDIG ARMC6 ARMC7 ART3 ASAH2 ASH2L BBOF1 BBS9 BGN C1orf131 CA12 CBR1 CCDC191 CCNA1 CD69 CDC14B CDH1 CDR2 CEP97 CLMN CNGA1 CNR2 COL23A1 COQ8A COX18 CTNNBL1 CTPS1 CXCR6 DDRGK1 DDX56 DENND11 DHODH DISP2 DMRTA1 DNAAF1 DOK4 EHD1 EID2 EIF2B2 EMG1 ENAM ENOPH1 EPB41 EPSTI1 ETNK1 FAM118A FAM234B FAM86B2 FASTKD2 FCGRT FDFT1 FLVCR1 FOCAD FOXRED1 FRAT1 GK5 GNG7 GNL1 GNL3 GPR15 GPR88 GTF2IRD1 GUCA1A HABP4 HCN3 HDAC3 HDAC4 HIVEP3 ICE2 ICOS IDUA IL21R IL27RA INSIG1 IRGM IZUMO1 KBTBD11 KCTD13 KIF2B KRI1 LAS1L LPCAT1 LRRC3 LSS LYRM9 LZTFL1 MAMDC4 MAP3K14 MAP4K2 MATK MAX MDN1 METAP1D METTL13 METTL3 MORC2 MRLN MTA3 MUSK MX2 NDUFA9 NINJ2 NOP2 OAT OXCT1 PAICS PAK6 PANK4 PARD3 PCGF6 PDE4B PDE8B PECR PFKFB4 PFN2 PHYHD1 PHYHIP PLCG1 PPIL6 PPM1H PPP1R35 PPP2R5A PRG4 PRPS2 PRRG1 PTOV1 QTRT1 RAB3IP RABGGTB RALYL RASIP1 RBM18 RCL1 RDH12 RFX4 RGCC RNF138 RNF220 RNMT RPL13 RPS27 RSAD2 SATB1 SLC29A2 SLC35G1 SLC39A8 SLPI SMAD7 SMPD2 SNAP29 SOX12 SQLE SRPX2 ST8SIA6 STAMBPL1 STOML1 SUPT3H SVIL SYT6 TAF5L TARBP2 TARS2 TBCEL TCAF2 TCL1A TFAP2E THEM6 TNIP2 TP53 TRAF3IP3 TRAP1 TRIM44 TRIM67 TRMT1 TRPC4AP TRUB1 TSACC TSC22D3 TSPAN9 TSPYL4 UNC5CL UTP15 WNT10B WNT9B XRCC5 XXYLT1 YRDC ZFAND1 ZNF354C ZNF408 ZNF777 ZNRF1 GSE11961_MEMORY_BCELL_DAY40_VS_GERMINAL_CENTER_BCELL_DAY40_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11961_MEMORY_BCELL_DAY40_VS_GERMINAL_CENTER_BCELL_DAY40_DN ABCA3 ACO1 ADCK5 ALDOC AMTN APOBR APOM ARAP1 ARHGAP21 ARID1B ARSB ATG16L1 ATG9A ATP1B3 ATP8B2 BRD2 BRSK1 C11orf54 CAMK1D CARD10 CARMIL2 CCDC125 CCL13 CCNB1IP1 CCR9 CD300LG CD36 CD99L2 CDK1 CLNK CNDP1 COL20A1 CORO7 CXXC5 CYB5D2 CYP11B1 DBN1 DHX32 DKK3 DNAJC1 DNASE1L3 DOCK5 DSCAML1 DZIP3 EFCAB3 ELAC2 ENPP4 EPRS1 ERC1 ERCC6L ERG28 FAM149A FAM91A1 FARP2 FBXO6 FFAR4 FNIP2 GABRR2 GALNT7 GCSAM GCSH GFOD1 GNA15 GPR135 GTF3C4 GUCA1A GUSB HADHB HCST HECTD4 IFT43 IGIP IKZF2 IL17RD IL36G INPP4A IQSEC1 IWS1 KCMF1 KCNQ1OT1 KLRC3 LEPROTL1 LGR5 LIPA LMNTD2 LRRC1 LRRC28 LRRCC1 MAGED1 MAN1A2 MANBA MBTPS1 MDH1 METTL22 MFN2 MINDY3 MOGAT2 MORC2 MORN1 MTIF3 MYO19 NAAA NDUFC2 NIBAN3 NOMO1 NOP2 NOTCH4 NPNT NUP93 OPN3 ORAI1 ORM2 OXCT1 P2RY14 PADI3 PALS2 PHKA2 PHLDA2 PIGF PLEKHN1 PLPP1 POLR2G POLR2I PPEF2 PRKCI PRKX PRPF8 PRR14L PTGIS RAMP1 RAP1GAP RBM47 RBPJ RNF157 RNF217 RPN2 RPS6KA2 RTRAF SCAMP2 SCFD2 SDAD1 SDHA SELENOS SEPSECS SERPINC1 SETX SH3GL3 SH3TC1 SIGMAR1 SLC12A3 SLC12A7 SLC16A2 SLC22A5 SLC25A24 SLC25A44 SLC25A6 SLC35B1 SLC35D2 SLC6A19 SLC9A3 SLC9A9 SLF2 SMARCD1 SMCO4 SPINT4 SPO11 SPRR3 STARD10 STARD3NL STBD1 STX17 SYNE1 SYNJ2 SYNPO2 SZT2 TBC1D21 TBCA TENT5C TIAM1 TMEM74B TNFRSF21 TRIM27 TRIP6 TTLL4 TUBB6 TXNDC16 TXNDC5 TXNDC8 UNC119B UPK3B UROS VHL VPS37C VWF WDFY3 WDPCP ZBTB20 ZNF367 ZNF710 ZSCAN20 GSE11961_MEMORY_BCELL_DAY40_VS_GERMINAL_CENTER_BCELL_DAY40_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11961_MEMORY_BCELL_DAY40_VS_GERMINAL_CENTER_BCELL_DAY40_UP ABCC3 ABHD12 ADH4 ADHFE1 AMMECR1 ANK2 ANKRD29 ANKS1A ANO10 AP5Z1 APEX2 APOOL AQP9 ARHGAP45 ARHGAP5 ARHGEF39 ARMC6 ASS1 BCAS1 BUB1B C1R C1orf159 C2CD2 C7orf31 CADM2 CAPN2 CCDC77 CCHCR1 CCNA2 CCP110 CDH1 CDH8 CFAP300 CHEK2 CNIH4 CNTN3 CNTNAP2 COG4 COL20A1 COX7B2 CRADD CXCL13 CYP2C18 DEGS1 DNAJA1 DNAJC1 DPP9 DPY30 DTNB DUS3L DZANK1 EDN3 EFEMP1 EFNA5 EIF4ENIF1 EPHA5 FAM216A FAM89A FARSA FAT3 FBXO4 FIBP FIGN FOCAD FXR1 FYCO1 GABRG1 GBP4 GGCX GMPS GNB2 GPM6A GPR19 GPSM2 GRIK1 HAO2 HAUS5 HAUS8 HINT3 HOXC8 HS6ST2 HSPA8 ICAM2 IGDCC4 IL13RA2 IPO4 JAK3 JPH1 KAT2A KCNA3 KCNC2 KCNH5 KCNJ3 KCNJ8 KHNYN KLC3 KNSTRN LAD1 LASP1 LSM10 LTBP1 LZTR1 LZTS2 MECOM MFSD2B MPDZ MROH1 MYBPC1 NAP1L3 NDRG1 NEDD4L NGLY1 NKAPL NME6 NOC4L NOVA1 NPB NUP50 OSBPL3 OSBPL5 PDZK1IP1 PES1 PIEZO1 PKP3 PLCB3 PLCXD3 PLEKHH1 PLEKHO2 PLOD2 PLSCR3 PLXNC1 POGK POLR1B PPIL6 PSMC3IP PSRC1 PTPN12 PYGB RAD17 RAI2 RGS8 RGS9 RHOT2 RNF40 ROBO2 SAMD1 SCLY SEC14L2 SERAC1 SERPINC1 SLC39A12 SLCO4C1 SLIT2 SMTN SNRNP35 SOCS4 SPATS1 SRR STARD3 STOX2 TASOR2 TBC1D32 TBRG4 TBX3 TDRD12 TGFBI TIPRL TM6SF2 TMEM181 TMEM43 TMEM81 TNKS1BP1 TNS1 TPBG TPCN2 TRAPPC12 TRAPPC14 TRIM17 TSGA10 TSGA13 TTC3 TUT7 UNC13D USP21 VPS33B VPS54 WDFY2 WDR25 XPO5 ZBTB42 ZFPM1 ZIC1 ZKSCAN4 ZNF354A ZNF420 ZNF438 ZNF622 ZSCAN29 GSE11961_MEMORY_BCELL_DAY7_VS_GERMINAL_CENTER_BCELL_DAY40_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11961_MEMORY_BCELL_DAY7_VS_GERMINAL_CENTER_BCELL_DAY40_DN AACS ACAA2 ACOXL ADD1 ADGRG3 AGA AGFG2 ALDH9A1 ANKRD23 APPBP2 APPL2 ARGLU1 ARHGEF4 ARMC6 AS3MT ATP2B1 AVPR2 BACE2 BBOF1 BBS9 BLOC1S5 CAAP1 CACNA2D4 CALHM2 CAPN2 CAPNS2 CAT CBFA2T2 CBLL1 CCDC115 CCDC162P CCDC17 CCPG1 CD72 CDC42SE1 CDIPT CELF1 CERS5 CFAP95 CIRBP CITED2 CLIP1 CNOT2 COG6 COQ10A CRACDL CRIP1 CSRNP2 DAP DBP DCK DDX3X DDX46 DOCK5 DTX1 ELK4 ENC1 EPHX1 ERI2 ERICH2 FAM117B FAM120A FAM120C FAM199X FAM98C FAR1 FCER2 FCN1 FKBP7 FRMD8 FUT8 GALNT9 GBX2 GLB1L3 GOLT1A GSTM4 GSTO1 HADH HEY2 HPGD HSD17B4 IFI27 INSR IQCE IRF2BPL ITGA4 KCNK10 KICS2 KIZ LAIR1 LCA5 LIMS4 LRRC23 LYPD6B LYPLA1 LYST MAN1C1 MANBA MAP1LC3B MAPK10 MCUR1 MEGF9 MEX3B MFAP1 MICU3 MKRN2 MORF4L1 MROH1 MTFP1 MXRA7 NAPB NDRG1 NFATC3 NRG3 NUAK1 NUDT4 ORAI2 OTUD7A OXCT1 PDE4DIP PDE8B PECAM1 PGAP1 PGP PHF7 PHKG1 PHLDB2 PLEKHA6 PLEKHM3 POGLUT2 POU2AF1 PPHLN1 PPP2R5A PPP3CA PRXL2A PSEN2 PTGR2 PTGR3 PTPRN PXYLP1 QPRT RAB4A RBMX RECQL RFX3 RGMA RIPOR2 RNF138 RNF166 RNPC3 RTN4RL1 SBK1 SCPEP1 SCRN3 SGSH SH3GLB2 SLAIN2 SLC16A5 SLC25A35 SLC4A7 SQLE SSTR4 SSX2IP ST8SIA4 STX6 SYK TAF5L TBC1D13 TBC1D4 TCP11 TDGF1 TENT5A TEX10 THAP12 THEM5 THOC2 TM7SF3 TMEM135 TPO TRIM23 TRMT6 TSC22D1 UBTFL1 VAT1 VIM VIPR1 VPS33B VPS37A VSIR WDR11 WDR26 WDR6 ZFYVE21 ZIC5 ZMIZ1 ZMYND11 ZNF205 ZNF322 ZNF546 GSE11961_MEMORY_BCELL_DAY7_VS_GERMINAL_CENTER_BCELL_DAY40_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11961_MEMORY_BCELL_DAY7_VS_GERMINAL_CENTER_BCELL_DAY40_UP ABTB2 ACOD1 ADAR ALG8 ANKFY1 ANKRD1 APOBEC1 ASB13 ASS1 ATP10A ATP6V0A4 AXL B4GALT5 BGN BIRC2 BST2 CADM2 CAMK2B CASP12 CCHCR1 CD300LB CD86 CFLAR CHCHD4 CHMP5 CHST13 CINP CISD1 CLPB CMSS1 CMTR2 CNOT6L COL27A1 COX10 CUBN CWC22 CXCL10 DEK DHX8 DNAH2 DNAJB6 DNAL1 DPP6 DTX4 EBP EIF3J EPSTI1 ERAP1 ERGIC1 FASTKD5 FBLN7 FBXO44 FKBPL FOXQ1 GABRD GART GAS6 GBP2 GBP6 GBP7 GEM GEMIN6 GIMAP7 GNL3 GNPTAB GPM6B GPR27 GPR65 GSDMA GSTM1 GUCA1B HOOK2 HSPH1 IFIT1B IFRD1 IL12RB1 IL25 INKA1 INO80 INPP1 IRF1 ISG20L2 ITPK1 JAK3 KAT2A KHDC3L KLK4 KRT72 LRATD2 LRP11 LRP12 LYAR MARS1 MED11 METTL13 MGAT4EP MIF MINPP1 MLKL MOV10 MRPL22 MRPL38 MRPS6 MUC13 MYC MYCBP2 MYH11 MYO19 NAA20 NAA25 NAMPT NCEH1 NECTIN4 NHP2 NKX2-3 NOB1 NUDT6 OR11H4 ORM1 OSTC P2RY14 PAFAH1B2 PARP3 PCID2 PCLO PDXP PFKFB3 PGF PIGR PMEPA1 PNO1 PNPT1 POU3F2 PPP1R21 PPP1R3D PRDM6 PROCA1 PRSS44P PSD2 PTPN23 RABEPK RASA4 RBM19 RESP18 RMDN2 RNF39 RRP15 RSL24D1 SEMA4D SETDB2 SFXN2 SH3BP2 SLC30A2 SLC7A5 SMCHD1 SMOX SNHG6 SORBS3 SPARC SPOCK3 SPRED2 ST13 ST3GAL6 STIP1 STK31 TCOF1 TCP11 TMEM192 TMEM229B TMEM53 TNFSF10 TNXB TOMM70 TOR1AIP2 TRAFD1 TREML2 TRIM5 TRO UBA7 UBAP1 UNC13C URB1 URB2 USPL1 VGF WARS1 WDR43 XAF1 XKR5 XPO1 ZC3HAV1 ZFP90 ZIM3 ZNF444 ZNF516 ZNF623 ZNF628 ZNF750 ZNG1B ZNHIT6 GSE11961_MEMORY_BCELL_DAY7_VS_GERMINAL_CENTER_BCELL_DAY7_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11961_MEMORY_BCELL_DAY7_VS_GERMINAL_CENTER_BCELL_DAY7_DN ABCB4 ABCG2 ACKR1 ADAMDEC1 AFG1L AGRN AKAP12 ANKH ANKRD37 ANP32A ANXA13 AP1S2 API5 APOBEC1 ARHGAP9 ARRB2 ASCC1 ATPAF1 ATRNL1 BBS9 BIK C2orf80 CASP1 CASP4 CCDC112 CCR6 CD164L2 CD276 CD300A CDH17 CEP83 CEP83-DT CIAO2A CLEC12B CLEC4G CNOT2 COL17A1 CRBN CREBL2 CSF1R CTC1 CYBB DDX47 DEGS1 DENND3 DGCR8 DHX34 DNAJA4 DNAJB4 DRAM1 DSCAM EFEMP1 EFNA1 ELMOD3 EMSY ESAM ESR1 FABP5 FAM111A FBXW10 FOSL2 FOXN3 FOXO3 FRMD5 GART GDAP1 GDPD3 GEM GFI1 GGH GGT5 GNL2 GPR183 GPRASP3 GPRC5D GSG1 H2AZ1 HAL HAO2 HAUS8 HCAR2 HECTD2 HEXIM2 HIC1 HLA-DMB HMG20A HROB IFIT2 IFT80 IKBKB ILF2 INPP5F KCNIP3 KCNJ16 KLF13 KLHDC1 KLRG1 KNOP1 KRT80 LAMTOR1 LGALS8 LRRC17 LYPLA2 LYST MAPK11 MDFI MEGF6 MID2 MLH1 MMD MTARC1 MYCBP2 MYOZ1 MZF1 NAB1 NFS1 NPC1 NRBF2 NXPE2 PCYT1A PGLYRP2 PIGH PILRA PIWIL2 PLAU POU2F2 POU6F1 PPP1R14A PPP1R3D PRCD PREX1 PTGER3 PTK2B PTPN6 PTS RAC2 RAD51C RASAL1 RASGEF1B REC8 REV1 RGS12 RHOH RIN2 RNASEL RPS6KA1 SASH1 SASH3 SCN2B SDC4 SFXN2 SIRPA SLC16A14 SLC16A7 SLC37A2 SLC44A2 SLC6A12 SLC7A7 SLFN13 SMPD2 SNAPC5 SNHG10 SNX16 SPATA4 SPATS2 SPNS3 SQOR SSC5D ST6GALNAC3 ST8SIA6 STARD3 STK10 SYT7 TASL TBC1D4 TDP1 TEF TENT5A TEX9 TMEM273 TMEM86A TNFRSF11A TNFSF10 TNS1 TOX TRPM1 TRPT1 UBE2E2 UBL3 VEGFC WDFY2 WNT10A XPC ZAN ZCCHC10 ZMYND11 ZNF239 ZNF471 ZNF493 ZNF777 GSE11961_MEMORY_BCELL_DAY7_VS_GERMINAL_CENTER_BCELL_DAY7_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11961_MEMORY_BCELL_DAY7_VS_GERMINAL_CENTER_BCELL_DAY7_UP ABHD14A ABI2 ADD1 ADGRG3 ADIPOR2 AGO2 AHNAK AIRN AJUBA ANKRD24 ANKRD44 ANKRD50 ANXA1 ARHGAP21 ARHGAP9 ARL2BP ARRDC4 ATP11A ATP9B BICDL1 BMPR2 BSN C15orf40 C8B CALCRL CAMK1 CAPSL CCDC102A CD2 CDK2AP1 CELA1 CHST13 CISH CLDN16 CNOT6L COL4A3 COPS5 COPZ2 COX10 COX19 CPEB2 CRYBG1 CTNNA1 CYP17A1 DENND2B DHRS3 DMRTA1 DNAJC1 DNAJC15 DNER DPPA2 DRAM1 DSP DYRK2 ELK3 ELMO2 ELOVL1 EML3 EMP3 ERAP1 ERN1 EXOC5 FAM184A FBLN7 FNIP2 FRMD4A FUCA2 GAB3 GALNT2 GAREM1 GGH GIMAP4 GLIPR1 GLRA1 GOSR1 GPR65 GPR68 GSR GTF3C3 GYG1 HLA-A HOPX HROB HTRA1 ICA1 ICA1L ID2 IFIT2 IKBIP IKZF4 INPP1 ITGAE ITGB2 ITK JAK1 KCNQ3 KIT KLHDC2 KLHL25 LEPROTL1 LONRF3 MAGOHB MAP7D1 MBD5 MED28 MED30 MEMO1 MINDY3 MMD MPZL2 MTA3 MTFR1L MYOM2 NAPEPLD NEUROG2 NLRC5 NR5A1 NRBF2 NRIP1 NUCB1 NUP50 OCIAD2 OR11H4 ORAI1 ORMDL1 PADI4 PAM PARD6G PDE1C PDE3B PLD1 PLEC PLS3 POLK POT1 PRF1 PRPSAP1 PTPRE RAB32 RAI1 RAP1B RAP2B RASGEF1A RASL11B RBFOX3 RBL2 RER1 RHOC RNASEL RNF182 RNPEP RPGR RPS6KA1 RTL8C RUNDC3B RXRA S100A1 S100A6 SCOC SELENOP SH3RF1 SIDT1 SLC20A1 SLC2A10 SLC35B4 SLC39A8 SLCO3A1 SNAP91 SNORD89 SNX10 SOS2 SPACA9 SPARC SRD5A3 STMP1 STN1 STX11 TGFBRAP1 TIMP2 TJP1 TM9SF4 TMBIM1 TMEM71 TMPRSS3 TNFRSF25 TSHZ3 TXNDC9 UBAP1 UBASH3A UGCG VIM VPS26B VPS26C VSIR WBP1L YAF2 YIPF5 ZC2HC1A ZDHHC15 ZFP36L2 GSE11961_MEMORY_BCELL_DAY7_VS_MEMORY_BCELL_DAY40_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11961_MEMORY_BCELL_DAY7_VS_MEMORY_BCELL_DAY40_DN ABCA5 ACAD10 ACADM ADAMDEC1 AGA AGO4 AGPAT4 ANAPC11 ANXA2 ARHGEF4 ARRB2 ATL1 ATRNL1 B3GALNT1 BCCIP BMPR1B BRD9 C10orf82 C3orf62 CAMK2G CAMK2N1 CAMKMT CARD19 CASP6 CAT CCNDBP1 CDKL2 CEP164 CEP250 CEP44 CHRNB1 CIB2 CILK1 CLIP1 CNKSR3 COTL1 CPEB4 CRISP3 CRYL1 CTNS CTPS2 CYP39A1 DAG1 DDHD2 DDX17 DENND1C DENND3 DHRS1 DHX57 DMD EDARADD EEF2K EIF2AK3 EIF2AK4 EIF5A2 EMC2 EMP3 ERCC5 FAM135A FAM221B FCER2 GCSAM GGA2 GM2A GMEB1 GMPR2 GNAT1 GOLM2 GPAT3 GPR137B GPR155 GPR180 GRAMD1C GRK4 GSN GUCD1 H2BC13 HAGHL HEPACAM2 HES1 HNRNPR HOPX HPDL HSD17B11 HSDL2 IFNAR1 IKZF1 IL13RA2 IL31 IPMK JARID2 JMJD1C KCNJ1 KHK KIF12 KLF6 KLK8 L1CAM LACTB LAMTOR4 LDLR LIPA LIPC LPP-AS2 LUZP2 MAP7D1 MAPK3 MEF2B MEF2D MEGF9 MEX3B MS4A2 MXD4 MYCL MYO6 NPHP3 NPRL3 NRARP NUDCD2 NXF2 ORAI2 PAN2 PCK1 PCYOX1 PFKFB2 PGAP1 PGM2 PGM3 PGP PLBD1 PLEC POT1 PRKACA PRR12 PSMB11 PTTG1IP RAB37 RAB3GAP2 RAD17 RAP1GDS1 RAPGEF3 RBMX RCAN3 RCN2 RDH12 REEP2 RIC8A RPL30 RTN1 SAMD1 SBK1 SCCPDH SERHL2 SESN3 SFXN4 SH2B2 SHLD2 SIRT4 SLC12A5 SLC25A24 SLC2A8 SLC37A3 SMC5 SMIM14 SMPD2 SNX7 SOX9 SPNS3 SPSB4 SSPN ST8SIA6 STARD10 STX2 SUOX TAF1B TAX1BP3 TBC1D25 TESK1 TET1 TGFB3 THY1 TIPIN TMEM191C TMEM30A TMEM80 TNFAIP8 TPRG1L TRIM13 TSPAN13 TTPAL TUBA1A UBE2E2 USO1 VTN XKRX ZDHHC20 ZDHHC23 ZMYND8 ZNF317 ZSWIM3 GSE11961_MEMORY_BCELL_DAY7_VS_MEMORY_BCELL_DAY40_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11961_MEMORY_BCELL_DAY7_VS_MEMORY_BCELL_DAY40_UP ABCA3 ACCS AFF1 AFF3 ALDOC ANGEL1 ANXA1 AP1B1 ARHGAP21 ARMC12 ARPP21 ASAH2 ATP8A1 BAG2 BANF2 C3orf70 C9orf72 CACNB2 CAMK1D CAMSAP3 CAPN8 CARD19 CASP3 CCDC6 CCKBR CCNB1IP1 CCNH CD207 CD44 CD86 CD8B CENPV CHRM3 CMTM8 COL23A1 COPZ2 CSDC2 CTLA4 CTSE CXXC4 CYB5R1 DBH DENND2C DMAC1 DNAH17 DTNB DUBR EIF2A ENPP4 FAM149A FASTKD1 FAT1 FICD FLNA FMNL2 FOXO1 FUCA1 FZD5 G6PC3 GALC GALNTL5 GAS2L1 GIPC3 GOT1 GPRC5C GRAMD2B GRK5 HBB HES3 HHAT HM13 IL17RD INTS4 ITM2A JPT2 KCMF1 KCNN4 KCTD6 KHK KLF6 L2HGDH LAG3 LAP3 LEFTY1 LEPROTL1 LITAF LRRC18 MAGED1 MAL MAN1A2 MATN2 MINDY3 MIPEP MLLT3 MORC2 MPZL2 MROH1 MRPL42 MRPS5 MST1 MTERF2 MTSS1 MYCL MYOF NAA25 NDST2 NDUFS2 NEUROD1 NIBAN1 NIT2 NUP93 OPN3 OXCT1 P3H2 PEDS1 PFKP PGK1 PHKA2 PLEKHA8 PLPP6 PLXDC1 PPFIBP1 PPM1H PPP1R15B PPP1R26 PPP1R36 PRRT1 PSAP PSAT1 PTGR3 PWWP2B QPCT RASA3 RASL11B RASSF7 RBPJ RCVRN RHBDF1 RHCG RIMOC1 RNF180 RNF19A RNH1 ROCK1 RTN4 RWDD1 SEC24D SEPSECS SH3GL3 SH3PXD2B SH3RF1 SLC19A2 SLC22A15 SLC22A5 SLC35E4 SLC5A3 SLC5A4 SLC5A5 SLC9A9 SLCO3A1 SNAP29 SNX2 SOD1 SOHLH2 SOX2-OT SP5 SPATS2L SPINK8 SPTBN1 SPTLC1 ST13 STAB2 STRADB STRIP2 STXBP5 SYNE1 SYNRG SYT1 SYT2 TAF5L TBCA TBCCD1 TCERG1L TMEM31 TMEM87B TSPAN33 TSSK2 TTC39A TTC7B TTL TXNDC16 UBE3A UCP3 VIM WNT6 WNT9A ZDHHC20 ZDHHC23 ZNF25 GSE11961_MEMORY_BCELL_DAY7_VS_PLASMA_CELL_DAY7_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11961_MEMORY_BCELL_DAY7_VS_PLASMA_CELL_DAY7_DN AADAC AAK1 ABHD8 ACACB ACCS ACOD1 ACOXL ADAD1 ADAMTS10 ADCY6 ADGRG3 AHI1 ALKBH4 ANXA2 AP1AR APLP1 ARHGAP31 ARHGAP5 ARHGAP9 ARID5A ARL4A ARRDC4 ATP10A ATP5MK B3GALT6 BICDL1 BMPR2 C21orf58 C3orf38 CA12 CA5B CABLES1 CAMK2G CBR1 CCDC88B CDK6 CDON CEP19 CISH CMSS1 CNGA1 CRY1 CSF2 CTLA4 DAP DDHD2 DDX60 DENND2C DHRS7 DNAI4 DNAJA4 DNAJB6 DNER DOCK5 DPP4 DSE DUSP10 DUSP5 EGFL8 EID3 ENTREP3 FAM72A FBXO17 FBXO44 FDX1 FGF13 FHL2 FLOT1 FRRS1 FXYD5 GABARAPL1 GPR146 GPRIN1 GPRIN3 GREM1 HIGD2A HS2ST1 HSF5 ICAM5 ID2 IFIT1 IFNG IFNGR1 IFT57 IGFLR1 IL2RA IL31 INSL6 ITGA6 ITGAL IZUMO4 KIN KLF3 KLHDC3 KLHL9 KRT26 LDLRAP1 LGALS1 LHX2 LPIN1 LYVE1 MAGEB5 MARVELD1 MBOAT1 MBP MEMO1 MEX3B MNS1 MRPS6 MRS2 MXD1 MYB NEFH NFE2L2 NHERF1 NINJ2 NKX3-2 NME7 NMRK1 NTPCR NUDT16L1 NUP50 OLIG3 OSM OSTM1 P3H4 P4HTM PANX1 PARS2 PATJ PDLIM1 PKHD1L1 PLCXD2 PLEC PLEKHG6 POP7 PREB PRKAR2A PSMA2 PTGER3 PTPN12 RAB3IP RAD18 RAP1B RGMB RNF19A RPAIN RPS6KL1 RRAGD RSPH6A SAMD1 SATB1 SCARB1 SH2D2A SH3GLB2 SHISA2 SLC17A6 SLC25A24 SLC26A2 SLC35G1 SLC39A1 SMAD4 SMC5 SNTB2 SORT1 SPATA13 SPN SSBP2 STARD4 STK38 STK39 STX1A SUOX SYDE1 SYTL1 TAF1B TAPT1 TERF2IP TFDP1 TGFB1I1 TIMELESS TM9SF2 TNFRSF14 TNFRSF1A TNFSF10 TNFSF14 TNIK TNS1 TRPM1 TTLL12 UNC5CL UTRN VWA3A WBP4 WFIKKN2 WWTR1 YWHAZ ZCCHC12 ZFHX3 ZNF804A GSE11961_MEMORY_BCELL_DAY7_VS_PLASMA_CELL_DAY7_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11961_MEMORY_BCELL_DAY7_VS_PLASMA_CELL_DAY7_UP ABHD17B ACSL1 AGO4 AGTPBP1 AICDA ANKLE2 APIP APOBEC1 APOE ARFGAP3 ARID1B ATL1 BACE2 BANK1 BASP1 BHLHE41 C14orf180 C15orf39 CAMK2D CAPN5 CAT CBFA2T2 CBLL1 CD2AP CES1 CHCHD4 CHKA CHST12 CISD1 CKAP2L CNOT2 COBLL1 COPG2 COQ2 CORO7 CPSF3 CRIP3 CSF2RB CSMD1 CYFIP1 DBP DNAJA3 DUS3L DUSP16 DYNLT3 EDARADD EHBP1 EIF4EBP1 EPS8 ERLIN1 ERP27 FAM104A FAM117A FAM76B FH FKBP7 FLCN FOXO3 GCA GFRA1 GNL3 GPD2 GPM6A GPN1 GPR137B HAAO HELZ2 HEXB HMGA2 HMGCLL1 HMGN3 HNF1A HPGD IGHM IL12A IL20 IL9R INO80 IRAG2 IRAK2 IRF2 IRGM ITPR1 IYD JCHAIN KCNJ1 KCTD3 KICS2 LACC1 LDHD LRP2 LRRC75A LRRCC1 LRRK2 LYL1 LYNX1 MARCKSL1 MARVELD2 MAST4 MDH1 MFSD12 MMAA MOB1B MSH3 MTMR4 MTRR MTSS1 MYBPC2 MYL4 MYO7A NAP1L1 NAT2 NNT NOL7 NOTCH2 NOXRED1 NR3C1 OCA2 OGFOD3 OOSP2 OPCML P2RX4 P3H2 PALS2 PANK4 PFAS PGAP1 PIP5K1C PLD4 PLEKHA2 POLD4 PPM1K PPP1R3D PRKCD PRR12 PTPRJ QTRT1 RAB39A RASSF4 RDH12 REG3A RTN4 RUFY3 SCAMP2 SCARA5 SELENBP1 SEMA4B SERPINI1 SFR1 SHTN1 SIPA1 SLC1A2 SLC25A37 SLC26A3 SLC6A13 SLCO5A1 SLFN13 SNX21 SNX9 SORCS2 SOX12 SPATA7 SSTR4 ST14 ST3GAL6 STARD10 STXBP1 SULF2 SUSD3 SYCP1 TALDO1 TBC1D1 TDRD7 TIMM10 TIRAP TLR3 TMEM17 TNFRSF13B TPST1 TRIM14 TRPM5 TSGA13 TTPAL USP38 UTP14A UTP20 VAV3 WDFY2 WDFY4 WFS1 WLS ZBTB18 ZBTB20 ZCCHC24 ZFP90 ZFYVE19 ZNF438 ZNF512 ZNF710 GSE11961_PLASMA_CELL_DAY7_VS_GERMINAL_CENTER_BCELL_DAY40_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11961_PLASMA_CELL_DAY7_VS_GERMINAL_CENTER_BCELL_DAY40_DN ABAT ABHD15 ACER3 ACOT11 ADAL ADH4 AGTRAP AHCYL1 ALDH18A1 ALG10 AP4B1 APEX2 AQP9 ASS1 ATP6V1C2 ATRN ATXN1L B3GALNT1 BRI3 C1orf141 C2CD5 C5orf63 CA9 CABYR CCDC183 CENPA CENPK CHD6 CHST10 COPS4 COX7A1 CPLANE1 CTTNBP2 CXCL14 CXXC5 CYB561D1 DCPS DCUN1D4 DDX39B DENND2C DNAJB1 DUS3L EFCAB6 ELFN2 EPHX4 ERLIN2 FAM151A FAM228A FAM89A FBF1 FBXO4 FGD5 FGF2 FIBP FITM2 FOXQ1 FXR2 FZR1 GALK1 GAS2 GK GMFB GNG7 GSS H6PD HECTD3 HINT3 HMBOX1 HMGN5 HOXA13 HOXB2 HS3ST6 HTRA1 HTRA4 ICE1 IGDCC4 IGFBP6 IRGQ ISLR KCNH5 KDELR3 KIAA2026 KLHL22 KMO KNOP1 KRTAP11-1 LAMTOR5 LEAP2 LIPA LRRC3B LYPD6 LYRM9 LZTS2 MAGI2 MAP10 MARCHF3 MED16 METTL14 MICAL2 MICU1 MINDY3 MPDZ MRPS24 MYBPC1 N4BP2 N6AMT1 NAA38 NAGK NAT9 NCAPG2 NDRG3 NEK3 NKAPL NOXO1 NUP50 NUP62 OCSTAMP OGFOD2 ORAI3 PACS2 PAFAH2 PCDH7 PDE2A PGAM5 PHF20 PHLDA3 PLA2G10 PLEKHM1 PPM1F PRDM8 PRKAG2 PRKX QSOX1 RAB11FIP2 RAB25 RAD17 RAD52 RB1 REC114 RHBDD2 RNF145 RNF40 RRAGC SECTM1 SEMA3C SENP8 SERPINA4 SGTB SH2D4B SIPA1L3 SLC25A15 SLC35F6 SLC6A13 SLCO4C1 SLITRK4 SOCS4 SPCS2 SQLE SRR SSMEM1 STK40 SUFU SYCP2L TBC1D22A TCEANC2 TFPT THG1L THOP1 TLNRD1 TMED5 TMEM116 TMEM127 TMEM14C TMEM181 TMEM263 TMEM269 TMEM43 TNS1 TP53I11 TRAPPC6B TRIP4 TRMT12 TST TUBA1A TUBB2B UBA6 UNC5CL USP33 VPS13C WASHC1 WDTC1 WRNIP1 YPEL1 ZBTB42 ZNF112 ZNF777 ZNF8 ZNHIT3 ZRANB3 GSE11961_PLASMA_CELL_DAY7_VS_GERMINAL_CENTER_BCELL_DAY40_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11961_PLASMA_CELL_DAY7_VS_GERMINAL_CENTER_BCELL_DAY40_UP AADAC ABCE1 ABI3 ACKR3 ACSL1 ADAL ADAM9 AGAP2 AHCYL1 AKAP1 ALG10 AP2A2 ARMC9 ASF1B ATAD5 ATP6V1C2 ATP8B1 ATRNL1 B3GNT8 C1orf100 C9orf24 CCDC172 CCDC73 CCNE1 CCNK CCT2 CD180 CD209 CDH3 CGAS CHAC1 CLUH CNMD CUL5 CYB561A3 CYSTM1 DBP DCUN1D4 DDX39B DIXDC1 DNAL4 DND1 DOCK5 DOK3 DPAGT1 ECT2 EFHB EFHD1 EHD4 EPHX2 EXOSC3 FAM167A FAM83G FCMR FCRL1 FDPS FGF6 FKBP6 FOXC2 FPR1 FUT10 GINS2 GK GOLM2 GPR3 GPR34 GPX6 GRM1 H2AZ1 HAUS2 HELLS HOXA13 HP HSPA9 HSPB9 HSPBP1 IGF2-AS IL12B IL17B IL17RD IL21R ING5 INTS2 IRF8 IRF9 JCHAIN KCTD16 KIAA2026 KLHL32 KMO KNOP1 KYNU LAD1 LAMTOR5 LARP1 LARS2 LEAP2 LIPA LIPT2 LRPPRC LY6D LYNX1 LYZL4 MAGOH MAP3K20 MBLAC1 MCM2 MED1 MGAT2 MGAT4A MORC3 MRPL44 NDRG3 NFKBIE NID1 NOA1 NOLC1 NPHP1 NSUN5 NUDCD2 OVCA2 PAM PBRM1 PDE11A PDIK1L PHF20 PHKA1 PHLDA3 PHLPP1 PIGR PLAC1 PLAUR POM121 POU3F3 PPP1R36 PRDM8 PRICKLE1 PRR16 PSMA5 PTRH1 QPCT RAB25 RAC3 RASGRP3 RBM27 RCN2 RCOR1 REEP3 RERG RNASE6 RRM2 RUNDC3B SAA1 SELENBP1 SEPTIN2 SFRP2 SHBG SIL1 SKP2 SLC15A5 SLC25A20 SLC25A39 SLC25A6 SLC39A2 SLC46A1 SLC6A20 SLC6A9 SNN SNX30 SOX18 SPATS2L SPCS2 STAT5A STAT5B STMN3 SUPV3L1 SWAP70 SYNCRIP TBC1D16 TCEAL7 TCEAL8 TCERG1 TCF4 TESMIN THG1L TMED7 TMEM186 TMEM231 TNFRSF13B TNFRSF13C TSPAN33 UBA6 UBXN2A UFSP1 VDAC3 WIPF3 XPO4 ZDHHC5 ZNF428 ZNF706 GSE11961_PLASMA_CELL_DAY7_VS_MEMORY_BCELL_DAY40_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11961_PLASMA_CELL_DAY7_VS_MEMORY_BCELL_DAY40_DN ABCC2 ACAT2 ACCSL ACTR3B ADAMTS2 ADAMTS6 ADGRF1 ADRA2A AMPD1 ANKUB1 ANKZF1 ANXA10 ARFGEF3 ARHGEF7 ARPIN ATE1 ATL1 ATPAF2 B9D1 BACE2 BAIAP2 BCCIP BLNK BMP15 BTBD3 BYSL C16orf87 C1orf68 CACNG8 CADPS2 CALCB CCL11 CCL22 CCR1 CD69 CEACAM20 CENPO CFAP53 CHI3L1 CHL1 CHMP4C CLCA4 CLTC CNIH2 COL11A1 CPNE5 CTHRC1 CTLA4 CXCL10 CYP17A1 CYP3A7 DCSTAMP DDX23 DEFB119 DHX58 DNAAF8 DNAJB11 DOCK1 DSG1 DUSP1 DYDC1 EGR2 EPHB2 ERC2 ERN2 FAM181A FGF9 FMO5 FRMD3 GKN1 GNPTAB GPAT4 GPR143 GPR15 GRM3 GSG1L HACE1 HINT2 HOXA4 HOXC10 HPX HSPA12A HSPA4L HTT HYOU1 IGF2 IGHMBP2 IRF4 IRF9 ISYNA1 ITGA10 JAKMIP2 KDF1 KIF2C KIF6 KLHDC10 LAMP5 LGI3 LHFPL6 LONRF1 LPCAT2 LRRC73 MAGED2 MARCHF9 MATCAP2 MCF2L MCM2 MEIKIN MMP8 MORN5 MOV10L1 MREG MSANTD1 MYB MYH8 MYLK MYO19 MYOM2 NAPB NEK5 NETO2 NIPSNAP3B NR4A1 NSUN5 NXF3 OGFOD1 OR5P3 OSGEPL1 OTC PARP16 PCDHB16 PCSK9 PDF PDGFRL PI16 PIK3R3 PIM2 PLXNA4 POLE2 PPFIA3 PPP1R1B PPT2 PRM2 PRR11 PTPN20 RAD51AP1 RAG2 RASGRF2 RASL10A RBBP5 REL RFX4 RNASE1 RND1 RORC RPL3L SBSPON SCAMP3 SHISA6 SLC12A8 SLC17A6 SLC18A1 SLC1A4 SLC22A13 SLC5A1 SMTNL1 SNRPC SOX2 SPC24 SPC25 SPDEF SPIRE1 SPRY1 STARD8 STOML2 STXBP5L SYCE1L SYCP1 TAFA2 TAFA3 TERB1 THEM5 TIMP3 TMC1 TMEM119 TMEM163 TNNI3K TOGARAM2 TOX3 TRIM9 TRPC5 TTK TUBG2 VASH1 VEGFC VNN2 WDR4 WSB2 GSE11961_PLASMA_CELL_DAY7_VS_MEMORY_BCELL_DAY40_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11961_PLASMA_CELL_DAY7_VS_MEMORY_BCELL_DAY40_UP ACTG1 ADAMDEC1 ADORA2A AKAP8 ALAD ANKFY1 ANPEP ANXA1 ANXA4 ATAD2B ATP6V1B2 ATP6V1C1 C11orf58 CA1 CASQ2 CCR1 CCRL2 CD28 CD53 CD72 CD82 CD83 CD9 CDK18 CDKN1C CIP2A CITED2 CMTM3 COL12A1 CREBRF CREG1 CRMP1 CSTF2 CYP4A11 CYRIB CYTIP DCN DOK2 DTNA EBF2 EBNA1BP2 EIF1 EIF2A EIF3K EPB41L4A EVL EXOSC7 EYA1 FAM117A FGF2 FNBP4 FNTA FSCN1 G3BP1 GABPA GABRB3 GAS7 GATA2 GBP7 GJC1 GLE1 GLRB GNAI2 GNG10 GOLPH3 GPN1 GPRASP1 GSTM5 GTF2F1 H1-3 H1-4 HAS1 HAUS5 HESX1 HLA-E HNRNPA3 HNRNPK HTR1D IFT25 IGFBP6 IGSF10 IMPA1 INCA1 IPO7 ISLR ITGB3 ITIH5 ITPK1 JPT1 KCNB1 KCNJ5 KIF16B KIF20A KLHL9 KLRD1 KRT86 LGALS3 LIMS4 LTK LY9 MAOA MARCHF7 MAX MDH1 MGLL MINDY1 MMP12 MMUT MOGAT2 MRPL24 MRTO4 MT4 MTTP MUC13 MUTYH MYADM MYB MYF5 MYO6 MYRF NDUFA12 NINJ1 NUDCD3 OAZ2 OPRD1 OSER1 PAK4 PARL PCNP PDE4DIP PDK1 PDPK1 PEPD PHF23 PLK4 PNRC1 POLE3 POLR1B POLR3A POU2F2 PRIM1 PSIP1 PSMD12 PTGDR PTPN23 PTPRG RAB17 RAB3A RAB3IL1 RAB5A RABEP1 RALGDS RBBP7 RBL1 RIOX2 RND2 RPL24 RPL3 RPS4X SDCBP SEMA6A SH3BGRL SIM2 SLC23A3 SLC25A20 SLC35A2 SMARCD1 SMNDC1 SMS SMYD2 SRCIN1 SRSF10 SSTR4 SSTR5 STMN1 STT3B SYTL4 TACR2 THBD TMX1 TOP2B TPST1 TSPAN13 TTC30B UBA2 UBE2E1 UBE2N UBE2T UGT8 UPP1 VDAC2 VTI1B WDR77 WFS1 WWC1 YWHAB ZC2HC1C ZDHHC9 ZFP14 ZFX GSE11961_UNSTIM_VS_ANTI_IGM_AND_CD40_STIM_6H_FOLLICULAR_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11961_UNSTIM_VS_ANTI_IGM_AND_CD40_STIM_6H_FOLLICULAR_BCELL_DN ABI3 ABT1 ACAA2 ACP3 AKAP12 ALKBH4 ARHGAP32 ARHGEF12 ARID5A ARID5B ARL4A ARMC3 ASPHD1 ATF7IP ATG13 ATN1 ATP2B2 BCKDHA BOK BPHL C11orf68 C17orf97 CACNG1 CANT1 CAPSL CCDC175 CCR4 CD1D CD200 CD2AP CD6 CD79B CDC42SE1 CDKL3 CDKN2D CDON CELSR1 CFAP161 CHST15 CLCN6 CLK2 CMTR1 CTSS CXCR4 DDC DDI1 DENND2D DUSP28 EARS2 EMC9 EPHX1 ERCC5 ERMARD FAH FAM13B FBXL5 FGF13 FKBP4 FRMD8 FSCN3 FSD2 FTSJ3 GABBR1 GABRA4 GALNT10 GBP2 GPR146 GPRASP1 HCN3 HCRTR1 HDAC4 HK1 HMG20B HOOK2 HSD17B11 HVCN1 IFIH1 IFT140 IFT81 IGHM IGKC IL21R IL6R INPP5K IPCEF1 IRF1 ITGAE ITK IZUMO4 JUN KCNA3 KCNC4 KLF2 KRBA1 LCMT2 LGALS7 LMAN2L LRP12 LTB LYRM2 MATCAP1 MBOAT1 MC5R MCC MLC1 MLH3 MOS MS4A6A MTMR9 MXRA8 MYCBP2 MYL6B MYORG NARS1 NEK3 NTHL1 NTPCR OTUD7A OVGP1 OXCT1 PARP3 PARVB PBX4 PCGF1 PLGRKT PMEPA1 POLR3C PPP1R3F PPP2R5A PRG3 PRND RCVRN RDH5 RGS12 RIGI RLF RNASEL RNF151 RNF19B RO60 RPS6KL1 RSAD2 RTF2 SAMHD1 SH3BP1 SIDT1 SLAMF1 SLAMF6 SLC15A2 SLC26A11 SLC2A9 SLC9B2 SLCO3A1 SLPI SOX12 SPECC1 SPRY1 SSBP2 ST8SIA3 STK38 STK4 STX1A STXBP4 SULT1B1 SYDE2 SYTL4 TBRG1 TCF7 TEX35 TGFB1I1 THADA TLR1 TLR3 TLR6 TLR7 TMEM192 TMEM238L TMIE TMOD4 TNS1 TREML2 TRIM14 TSPAN5 TSSK1B UBE2L6 UROD VIPR1 WDR45 WLS XPC YPEL5 ZFP36 ZFP64 ZNF281 ZNF365 ZNF622 ZNF804A ZSCAN12 ZUP1 GSE11961_UNSTIM_VS_ANTI_IGM_AND_CD40_STIM_6H_FOLLICULAR_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11961_UNSTIM_VS_ANTI_IGM_AND_CD40_STIM_6H_FOLLICULAR_BCELL_UP ACACA ACOT7 ADGRL4 ADSS1 AGA AGTPBP1 AHR ANKRD24 ANKUB1 APIP APOBR ARL5A ARMCX4 ASPN ASTN1 B3GNT7 BCL2L13 BIRC6 BMP2K BORA C15orf48 CA2 CAD CALR CARNMT1 CBFA2T3 CBS CCDC153 CD244 CD300LB CDC25A CDH23 CEBPD CEMIP2 CENPL CENPV CENPW CEP55 CERS6 CHIC1 CNIH4 COL4A2 COPRS CP CSRP2 CTNNA1 CTPS1 CXCL17 DCLK2 DDX1 DENND2B DLGAP5 DPP10 DRAM1 DTNBP1 E2F2 ECHDC3 EED EMILIN2 EMP1 ERCC6L ERG ESD FANCD2 FBXO5 FBXW12 FCER1G FKBP1A GARIN1B GATA3 GCNT1 GEM GEMIN6 GNGT1 GNPTAB HASPIN HEMGN HIRIP3 IFITM5 INTS12 IRF8 ITGAX JARID2 JUND KCNK10 KCTD11 KIF23 KIFC1 KLF10 KLRC3 KRT2 KRTAP4-12 LGALS1 LMO4 LYN LZIC MAPK6 MCU MDM2 MEST METRNL MLKL MMP20 MOB3B MRAS MRE11 MREG MS4A15 MTFR2 MYADM NAA40 NAPSA NCAPD2 NDC80 NELL1 NIBAN2 NKG7 NRARP NRG3 NRSN2 NUDT12 NUF2 OLFM1 ORC6 OSBPL3 OTUD7B PAH PASK PBK PCNA PCYT1A PDSS1 PDZK1IP1 PEX14 PFN1 PHACTR3 PKD2 PLEKHF1 PLOD2 PREX1 PRR11 PRRC1 PSMA1 PSMA5 PSMD11 PTPRC RAD54B RASGEF1B REPIN1 RIN3 RNF43 RPUSD1 RRBP1 RUNX2 SEMA4C SEMA6D SFTPA1 SGCE SGO1 SH2D1B SH3BGRL SLAMF7 SLC15A3 SLC25A39 SLC2A6 SMC5 SNRPD1 SNX13 STMN1 SUCO SYN1 SYNE3 TACC3 TBC1D7 THBS1 TIMELESS TIPIN TJP2 TMBIM4 TMEM51 TNFRSF21 TP53INP2 TRIM36 TRPM3 TSPOAP1 TTLL12 TUBE1 TULP4 TXN TXNDC8 TXNRD1 TYMS VAV3 VWA8 WNK3 XBP1 YBX3 ZFYVE21 ZGRF1 ZNF808 GSE11973_MIR223_KOVS_WT_BONE_MARROW_NEUTROPHIL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11973_MIR223_KOVS_WT_BONE_MARROW_NEUTROPHIL_DN AATF ACTR3B ADAP1 ADARB1 ADPRS AIRN ALG3 ALPK1 ANKRD49 APRT B4GALT5 BCAT2 BEX1 BID BMS1 CACNG3 CCDC25 CCDC43 CCNJ CCT8 CD48 CD5 CMTR2 COPS8 COQ2 CPXCR1 CRABP2 CTSC CUEDC1 CYCS CYP1A1 DBNL DDA1 DGKH DOCK4 DONSON DQX1 DYNLL2 ECD ECE2 EIF1AX EIF2B3 EMC6 EMC8 ETFB EZH2 FAM124B FAM161B FKBP2 FTSJ1 FXR2 G3BP1 GIMAP7 GIMAP8 GK5 GMDS GMPPB GORASP2 GRIPAP1 GRPEL1 GUCY1B1 HNRNPU HSPA4L IL5 IMPDH1 IMPDH2 IPO5 ITGAV ITGAX KIT LAPTM4B LARP1 LILRB4 LMAN1 LY6K LYN MCRIP2 MCRS1 MINDY3 MOCS3 MRPL21 MRPL30 MRPL37 MRPL54 MRPS18A N6AMT1 NDRG1 NFKBIB NFYA NOL10 NUDT16L1 NUDT4 NUP43 NUP54 OCIAD2 OTUD4 PARL PDZD4 PEX12 PFDN1 PHLPP1 PICALM PIK3AP1 PJA1 PLA2G4F PLAU PML PPA2 PPID PPP3R1 PPP5C PRPS1 PSMB9 PSMD7 PTAR1 PTGES3 PTMA PTPN1 PTPN6 RAB3IP RAPGEF6 RASGEF1B RASGRP1 RBMX2 RELA RHBDF2 RIGI RND1 RNF187 RPL22 RPL38 RPN1 RPS25 RRP15 RUVBL1 SAMD4A SBF2 SDHAF3 SELENOF SERBP1 SGF29 SHQ1 SIAH2 SLC25A33 SMAD5 SMN1 SNRPD1 STAT3 SURF6 TAF1D TANGO6 TBC1D30 TBRG4 TFIP11 THG1L TIMM17A TLCD5 TMEM209 TMTC4 TNFRSF25 TNFRSF4 TNIP3 TRAP1 TRMT10A TSEN2 UNK UQCRQ URM1 UTP18 UTP6 WDR70 WDR82 XPOT YARS2 ZBTB48 ZDHHC13 ZDHHC21 GSE11973_MIR223_KOVS_WT_BONE_MARROW_NEUTROPHIL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE11973_MIR223_KOVS_WT_BONE_MARROW_NEUTROPHIL_UP ACSL1 ACTG2 ADSS2 AEBP2 AGFG1 AHI1 ALDOC APRT ARID5A ASRGL1 ASS1 ATP9A BAIAP3 BIK BLVRA BMP2K BMP7 C9orf85 CACNG6 CCDC88C CD22 CD300A CD38 CD52 CD5L CD74 CD9 CDC6 CDH17 CDK5R1 CEMIP2 CKS2 CLCN5 CLEC4G CNDP2 COMTD1 COX6B1 CPQ CREB3 CRYBG3 CS CXCL10 CXCR5 CYB5R3 CYP3A7 DDRGK1 DENND2D DNASE1L1 DPP4 DRC1 DUSP1 DUSP6 E2F8 EHD1 EIF4B ELOVL3 EMC2 ENO1 EPN1 ERP44 ETF1 EXOC6 EXTL1 EZH2 FABP5 FBXW7 FLNA FYN G6PC3 GCSH GNG10 GOLIM4 GSTT2 GZMB HLA-DOA HPCAL1 HPGD HTATIP2 IGF2-AS IRAG2 ITGA6 ITGB3BP JDP2 KIF1B KIFC2 KLHDC2 LRATD1 LRBA LTA LYL1 MAD2L1 MBD2 MBIP MED16 MFSD1 MPND MRPL17 MRPL3 MRPL48 MTAP MYO1G NAA10 NAA38 NAB1 NDUFC1 NUBP1 NUCB2 NUDT14 OTULIN PANX1 PCCB PECR PGLS PHGDH PLAC8 PLOD2 PNP PNPO POLR1E PPCDC PPIB PPIC PPP2R1B PRDX4 PRKCB PRMT1 PRSS16 PSD3 PSMD13 PSMD2 RAB37 RAD51 RALGDS RAP1A RAPGEF1 RBM3 RECK REXO2 RILPL2 RIOX2 RIPK3 RNF19B RNF25 RNF32 RNF43 RPA1 RPIA RTN4 S100A4 S100A6 SACM1L SCG5 SEC14L1 SELENOH SEPTIN9 SERPINC1 SIN3B SLC12A8 SLC25A24 SLC25A4 SLC2A9 SLC39A11 SLC39A8 SLC66A3 SLC9B2 SNW1 SOCS2 SSR4 TBC1D14 TBCD TCEA2 TCF19 TFRC THY1 TIAM1 TLE3 TNFRSF4 TNFSF11 TNFSF14 TNFSF8 TOP2A TP53I13 TPK1 TSPAN31 TSPAN5 UBE2A UFC1 URM1 USE1 USP36 VDAC2 VDR VTI1A VWA5A VWA8 WASHC3 WLS XRCC5 ZCCHC18 ZNF622 GSE12001_MIR223_KO_VS_WT_NEUTROPHIL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12001_MIR223_KO_VS_WT_NEUTROPHIL_DN AATF ABHD17C ACADM ACTR6 ADAM17 ADGRA3 AIFM1 ALDH9A1 ANTXR2 ANXA2 ARRB2 ART3 ASPRV1 ATAD2B ATF2 ATP11A ATP6AP1 ATP7A BBOX1 BCLAF1 BIRC2 BIRC3 BLTP1 BTBD1 C5orf22 C6orf132 C9orf40 CASP2 CASR CBX4 CCKAR CCNE1 CCNG2 CDK5RAP1 CDT1 CFAP141 CFAP20 CGGBP1 CHEK1 CLASP1 CLASRP CLEC3B CNOT2 CPE CPPED1 CRAMP1 CUL4B CXCL3 CYFIP1 DCP1A DCTN4 DDB2 DDX20 DDX54 DEK DHCR7 DHX40 DMAC2 DNAJC10 DRG1 EDRF1 EID1 EIF2AK4 ENTPD4 EOMES EPC1 EPS15 ERMP1 ETFBKMT ETFDH ETNK1 FAM133B FAM76A FAM76B FXYD2 GALNT11 GDI1 GEM GGNBP2 GOSR2 GP1BA GPR89B GPRASP1 GSDME GTF3C4 HCFC1R1 HEATR1 HERC4 HNRNPK IARS2 ICE1 IDH3G IL15 ING2 KDM3A KLHDC2 KPNB1 KRT2 LAMP1 LSM14B LZTFL1 MARVELD1 MCM3AP MECP2 METTL23 MIA3 MKRN2 MLLT11 MORN4 MPP7 MRPL44 MT1E MYADM MYLIP NAAA NAF1 NCKAP1L OCSTAMP ORC6 PCNX4 PDCD2 PELO PER2 PI15 PIGH PIP5K1C PLEKHA2 PLEKHA7 PNRC1 POLI PRPF39 PSMA8 PSTK PTCD3 PTPA RAB14 RAB6B RABEP1 RAP2A RBM10 RCOR1 RECK REV3L RIF1 RNF2 RNFT1 RPAP3 RPL14 RPP14 SAFB SATB1 SCYL1 SDR42E1 SLAIN2 SLC10A3 SLC25A20 SLC25A46 SMAP1 SMARCA2 SMARCD2 SMC5 SOCS6 SPAST SPECC1 SPINK4 SPRYD7 SRP14 STAT4 STX5 STXBP3 SYF2 TADA1 TCF12 TINF2 TLCD4 TMBIM1 TMEM230 TMEM87A TMX2 TOB2 TRAPPC10 TRIM33 TRIM41 TTI1 UBE2F UBP1 USP1 USP7 VPS4B WDR82 XAB2 XPO7 YTHDC1 ZBTB14 ZFP36L1 ZFP36L2 ZMYM3 ZMYND8 ZNF394 ZNF704 GSE12001_MIR223_KO_VS_WT_NEUTROPHIL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12001_MIR223_KO_VS_WT_NEUTROPHIL_UP AATF ABCE1 ACSL4 ADAP1 AHCY AHCYL1 AIMP1 ALCAM ANKRD49 ANP32E APOH ATG16L1 ATPSCKMT BBS12 BMS1 BOLA1 CAP2 CASP4 CCNO CCT2 CDK4 CERS2 CFDP1 CLPP CLTC CMPK2 CMTR2 CNN3 COX10 CREB1 CRYBG1 CTLA4 CTNNBL1 CXCL2 DBNL DCPS DDX41 DEPDC1B DHPS DIPK1B DKKL1 DLGAP5 DNAJA2 DNAJC21 DNAJC3 DOCK4 EEFSEC EIF5 ERI1 FHL2 FKBP4 FRMD4B GEMIN4 GLRX GMDS GRK5 GRPEL1 GTF2H4 GTF3C4 GUK1 GZMK H2AC8 HAUS2 HEATR1 HERC5 HNRNPLL HOOK1 HSF1 ID1 IL2RB INSM1 ISG20 KANK3 LMNB1 MAPK11 MCRIP2 MED18 MINDY3 MIR17HG MPHOSPH6 MRPL28 MRPL30 MRPL37 MRPL51 MRPS17 MRPS18A NEMP1 NFIL3 NKRF NONO NR4A2 NUP43 NUP54 PA2G4 PABIR1 PARL PCBP3 PDCD10 PDK3 PECR PGS1 PHF6 PIK3AP1 PMP2 POLR1F POMGNT1 PPP1CC PPP1R7 PRELID3B PRKRIP1 PRMT3 PRMT6 PRPF38A PRPS1 PRRG4 PTAR1 PTBP1 PTP4A1 QDPR RAB5C RBM15 RBM25 RFNG RHBDF2 RNF114 RPL34 RPS25 RRAS2 RRN3 SCO1 SEMA4B SGF29 SGO1 SHCBP1 SHQ1 SKIC3 SLC25A19 SLC25A22 SLC25A25 SLC25A26 SLC25A51 SLC37A1 SMN1 SPATA5L1 SRC ST14 STAP1 STAT3 SUCLG2 SVIL SYTL1 TAF11 TCF4 TDP1 TFDP1 THUMPD1 TLE1 TLR7 TNFRSF25 TNIP3 TRAP1 TUFT1 TYROBP TYW1 UNK UQCRQ UTP25 UTP3 VPS33B VPS37C XBP1 XRCC2 ZCCHC10 ZDHHC13 ZZZ3 GSE12003_4D_VS_8D_CULTURE_BM_PROGENITOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12003_4D_VS_8D_CULTURE_BM_PROGENITOR_DN ACOT6 ACTR6 AKAP13 ANKRD13D ARHGEF1 BEST1 BHLHA15 BMS1 CABP4 CAPRIN2 CCDC159 CCDC61 CCR8 CD207 CDADC1 CDC14B CDH12 CHD2 CHIC2 CHRNE CKAP5 CSNKA2IP CTSK CTSO CTSW CYSLTR2 DAPP1 DBR1 DDX24 DEF8 DHX32 DIDO1 DISP2 DPPA2 EFCAB7 EWSR1 FAM156A FBXO47 FBXW7 FMNL3 FOCAD GGH GIGYF1 GMNN GPR151 GRP GUCY1A2 HELB HSF2 IFT81 IL13RA2 IL15RA ITPR2 KAT5 KCNE3 KIF13B KLF7 KRT24 LACTB LENG8 LGR4 LHFPL3 LPAR4 LRRC49 LRRC9 MACROH2A2 MICALL1 MIER1 MIGA1 MSS51 MTA3 MUSTN1 MYOZ1 NAA15 NCK2 NEUROG2 NFAT5 NKTR NUDT13 OSBPL6 PCDHB2 PDS5B PGAM2 PGBD1 PGLYRP3 PIP4K2B PNMA2 PNPLA3 PPIH PROX2 PTPN20 PUS10 RAB1A RANBP9 RB1CC1 RGS22 RNF168 RNF182 RPP14 RPS15A RTN4 RXFP4 SCUBE2 SDCCAG8 SDHA SELENOW SGMS1 SGTB SLC37A2 SLC4A7 SLK SMC5 SMCP SMURF1 SNRK SOCS6 ST8SIA5 STRIP2 SUCLA2 TADA2A TAOK1 TMF1 TNFSF15 TOP2B TRMT10B TRPC1 TRPM4 TTC39B UBE2V2 UBE3C USP35 VPS51 WRN XRRA1 YEATS4 ZMAT4 ZMYM4 GSE12003_4D_VS_8D_CULTURE_BM_PROGENITOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12003_4D_VS_8D_CULTURE_BM_PROGENITOR_UP A1CF ABCA1 ADAMTS5 ADORA2B AGK AGO1 AGO2 AIG1 AMER1 ANXA4 ARHGEF10 ATG4C ATP23 AXIN1 BLNK BLTP3B BOLA1 BST1 BTG2 C1orf105 C1orf35 CACTIN CAGE1 CD274 CD6 CD68 CDC42BPA CDKN1A CEACAM1 CHD1 CLIC4 CLK4 CLPP CNKSR3 CPNE4 CRY2 CST3 CSTF1 CXXC1 CZIB DCUN1D4 DNMT3B DOCK4 DRG2 DUSP1 DUSP10 DUSP23 EEF1E1 EIF1 EIF4G3 EIF5B ENO2 FLVCR1 FMNL3 FNIP1 FOXP1 FRK FXR2 GAA GBP6 GEMIN5 GPATCH4 GRK3 GRPEL1 GRPEL2 GTPBP6 HEATR1 HIC2 HK2 HPCAL4 HSF1 HYOU1 IARS1 IFT80 IL9 IMPDH1 IPCEF1 IPO4 ISG20L2 ITM2A KANSL2 KCNF1 KDM5B KPNA1 LILRB3 LYN MAGEE1 MERTK MFN2 MGA MIR17HG MIR376C MIR543 MMP25 MRPL28 MRPL38 MRTO4 MTHFD1L MTRES1 NCF1 NHP2 NIPSNAP3A NKRF NMD3 NOP58 NOTCH2 NR4A2 NSMCE1 NUDC PAQR5 PAX6 PCYT2 PEAK1 PFKL PLK3 POLE4 POLR1B POLR3E POR PPAN PPP2R3A PRR19 PSAP PTGS2 RAB38 RANGAP1 RBIS ROGDI RPL22 RRP1B RSL24D1 RSPRY1 RYBP SBF2 SCMH1 SERTAD1 SET SLC25A22 SLC25A29 SLC26A6 SLC2A1 SLC35C2 SLC37A1 SMIM12 SND1 SOCS1 SOCS5 SORT1 SPEN SURF2 SYNGR2 TAF4B TAGAP TAT TBL3 THEMIS2 TIMM10 TLR7 TMEM248 TMEM39A TNFRSF18 TRIM42 TRIM69 TRIO TRPC6 U2AF2 UTP20 UTP25 VPS33B WBP11 WFS1 WLS XPO7 ZC3HC1 GSE12003_4D_VS_8D_CULTURE_MIR223_KO_BM_PROGENITOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12003_4D_VS_8D_CULTURE_MIR223_KO_BM_PROGENITOR_DN ABTB1 ACP5 ACSF2 ADAMTS10 ADPRH AGR3 AHNAK AIDA ANKRD12 ANXA7 ARHGAP4 ARID5A ARSG B4GALT1 BCKDK BEX3 BMPR1A BPNT1 CCDC163 CCN4 CCR6 CD52 CD79B CDC25C CDCA5 CDK19 CDK5R1 CEP55 CEP85 CLIP1 CMAHP COG1 COMMD10 COTL1 CPD CSNK2B CSRP1 CTDSP2 CTSA CYTH4 DBI DDIT4 DERL3 DGKI DGKZ DHCR7 DNMT1 DTX3 ENDOD1 ETV6 EXO1 FAM234A FAM83D FANCG FARP1 FBXO6 FBXO8 FSCB FYB1 GATM GPR108 GRAMD2B GRHL1 HAVCR2 HDHD5 HPCAL1 ICOS IDH2 IFFO1 IMPA2 INSM1 INTS9 IRS4 KIF21B LAMC1 LAPTM5 LBH LMNB1 LPIN1 LPP MAD2L1 MFSD13A MPV17 MS4A1 MTCH1 MVB12A MYBL2 MZT2B NCAPH NDUFS2 NLRC3 NOSIP NRG4 NUDT22 NXPE3 OPLAH OSBPL3 OTUD5 PADI4 PANK4 PAX5 PDE3B PDLIM7 PHF21A PHYH PIK3C2A PITPNC1 PKP3 POC1B POU6F1 PPIL1 PPP6R2 PRKD2 PSTPIP1 PTBP3 PTCH1 QSOX1 RAD21 RDH12 RFT1 RGMB RNF214 RNF216 SDCBP2 SEPTIN1 SEPTIN10 SGMS1 SH3BGRL SLC25A19 SLC4A8 SMAD3 SMOX SMPDL3B SPO11 STX5 SYNJ2 TAX1BP1 TBC1D22A TBC1D4 TBC1D9B TCF19 TESC TEX15 TGFBR3 TICAM2 TLE4 TMC3 TMEM134 TMEM192 TMEM218 TMEM43 TRAM2 TRAPPC1 TREML1 TRIM40 TRIP13 TTC9C TTLL12 UBASH3A UBE2R2 UBE2V1 VAMP1 VDR VSIG10L WDR62 WIPI1 ZER1 ZMAT5 GSE12003_4D_VS_8D_CULTURE_MIR223_KO_BM_PROGENITOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12003_4D_VS_8D_CULTURE_MIR223_KO_BM_PROGENITOR_UP ACVR2B AGO4 AIPL1 ALDH3B1 AMIGO1 ANTXR1 APC2 APOC1 ARHGEF10 ATP8B1 ATXN7L2 B3GNT7 BRINP3 BSN BST1 CACNG4 CADM1 CAMP CAPN10 CCL26 CD177 CHAT CKAP4 CLEC2L CLSTN2 CNGB3 CNIH3 CNPY4 CNTN1 COL4A3 CORO2B CPT1A CSPG4 CXCL1 DCAF12L2 DGCR6 DHTKD1 DNAJC5B DPF3 DPYSL4 DUS1L DYNLT4 DYRK4 EMILIN2 EPGN ERBB4 F13B FABP9 FAM180A FBXO6 FER1L4 FERD3L FFAR2 FGF23 FREM2 GALP GCNT2 GHR GLRA2 GMPR GPA33 GPR156 GREM1 GRIN2B GRIN2C GRINA GUCA1A HAO2 HEBP2 HHEX HIRIP3 HTR1B IGFBP1 IHH IL20RB IL36G ITGB5 KCNA1 KCND2 KCTD17 KLHDC7A LANCL2 LAPTM4B LCN8 LDAF1 LHB LRRC10B LRRC2 MALL MAP3K6 MARCKS MCM7 MIR146B MIR191 MIR376B MIR382 MIR497 MPDZ MTFR2 MVK NAPSA NAV3 NEGR1 NEUROD2 NFASC NIP7 NKPD1 NUP210L NYX OCLN OGFRL1 PALM PDZD7 PIGC PLA2R1 PLEKHA6 PLEKHG3 PLEKHO2 PLXDC1 PLXNB2 POLE PRIMA1 PRM1 PROK2 PRR5 PRSS21 PTPRS PTPRT QRFPR RNF185 RPLP0 RTL9 S1PR2 SACS SERPINB8 SH3RF2 SHROOM1 SLC2A6 SLC4A3 SLCO2B1 SNAP25 SNED1 SNHG11 SNX31 SOX14 SPAM1 SYCP2L TIMM17B TMEM270 TMOD2 TNFAIP2 ZSCAN5B GSE12003_MIR223_KO_VS_WT_BM_PROGENITOR_4D_CULTURE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12003_MIR223_KO_VS_WT_BM_PROGENITOR_4D_CULTURE_DN ABHD18 ACD ACP2 ACRV1 ADAM12 ADAP2 ADAT1 ADH1C AICDA ALOX15 ALPL ANKRD22 APBA2 APOF ARL2 ATP6V1C2 BAALC BAG2 C1QC CACNG4 CACNG5 CCDC22 CCDC65 CCL20 CD200 CD86 CES3 CFD CHCHD5 CHIC1 CHL1 CHRNA4 CKM CLDN14 CLEC14A CLPB CNTRL COL17A1 COL18A1 COL5A3 CORIN CPA1 CPB2 CPS1 DBN1 DGAT2 DKKL1 DNER DRD2 DTD2 EBF2 EIF4B EPB41L3 ERN1 ESR2 FAM167B FBXO32 FCRL1 FGF18 FGFR4 FLJ13224 FOSL2 FUT4 GABRA2 GABRB1 GEMIN6 GRIN2B HAPLN1 HAVCR1 HES7 HLCS HOXA3 HOXB9 HSPB2 IAPP IKZF2 IL15RA IL1F10 IL36A IL9R IRX4 ITSN1 KCNMB4 KHDRBS2 KHDRBS3 KIF18A KIF1A KIF2C KRT18 KRT23 LIN37 LPAR1 LTC4S LUM LYRM2 MAPK13 MARCKS MARK1 MAST1 MED4 MED9 MELTF MERTK MFSD4B MLLT3 MMD2 MPI MPP2 MPV17L MSMB MTURN MYH4 NANS NEFL NKX6-1 NME6 NOP16 NOP58 NOS1 OMP OR7C1 OSCAR P2RY12 P3H4 PALLD PCDH18 PCDHA12 PCDHAC1 PDAP1 PDE4A PDE6B PDE6G PGAM2 PGM1 PHB2 PKD2L2 PKHD1 PLAC1 PLIN2 POMP PPP1R3C PPP2CB PRKG2 PROM2 PROX1 PRSS21 PSMC1 PSMD8 PTF1A PTPN18 PXMP4 RABGAP1L RASL11B RBPJ RERG RUVBL2 RWDD3 RXRA S100A5 SAAL1 SDC2 SERPING1 SFN SLC16A2 SLC16A3 SLC19A1 SLC20A2 SLC22A9 SLC25A24 SLC8A2 SPEF1 SPHK2 SRPK3 SRPX SRRT SULT2B1 SVEP1 TLCD2 TM4SF20 TMED8 TMEM150B TMEM260 TMEM41A TNFAIP3 TNFRSF19 TRAPPC3 TRPC4 TSSK1B TTC16 TTI2 UNC5C VSTM2A XPO5 XRN1 ZDHHC2 ZFR2 ZIM3 ZMAT5 ZP1 ZP2 GSE12003_MIR223_KO_VS_WT_BM_PROGENITOR_4D_CULTURE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12003_MIR223_KO_VS_WT_BM_PROGENITOR_4D_CULTURE_UP AAK1 ACTR6 ADCY6 ADCY9 AGTPBP1 AKR7A2 ALCAM APOBR AQP9 ASB13 ATP1B1 BABAM2 BACH2 BCAP31 BCL9L BICD2 BLTP1 BRWD1 C1orf159 C1orf54 CAMK4 CBLL1 CBX2 CCDC71L CD28 CD7 CDC37 CDK2AP2 CHDH CHTOP CLK4 CLTA CNN3 CRHR1 CROT CRYBG1 CSPP1 CSTF2 DCX DDIT3 DIP2B DMXL1 DPH2 DXO EDRF1 ETAA1 ETNK1 EYA4 FAM118B FAM32A FAM8A1 FBXL12 FHIP2A FOXO1 FSIP1 FUBP1 GABARAPL2 GCNT3 GLG1 GNG12 GRAMD1A HAAO HERC1 HNRNPA2B1 ID3 IFNG IFT80 IGF2R IPO9 IRF4 ITK ITM2A JADE1 JAK1 JMJD1C KANSL2 KAT7 KCNJ8 KCTD12 KDM5B KLF3 KLRG1 KMT2A LEF1 LGMN LZTR1 MAGT1 MAP3K3 MCM3AP MCOLN3 METTL3 MISP MYCBP2 NEDD4 NEDD9 NFX1 NR3C1 NRDC NRIP1 NRP1 NT5C3A NUP58 NXF2 ORC4 PAG1 PARG PCID2 PCMTD2 PENK PHF1 PKNOX1 PRKD3 PRODH PRPF4B RAPGEF6 RBL2 RBM15B RBM39 RBM6 RBMS2 RCN2 REG3G REV1 REXO4 RFTN2 RGL3 RNF103 RNF166 SAMHD1 SAMSN1 SATB1 SELL SENP2 SEPTIN4 SESN3 SF1 SH2D1A SIRT1 SLC12A6 SLC27A4 SLC2A3 SLC30A9 SLC35D1 SLC6A20 SLC7A2 SMC4 SMC5 SMC6 SOAT1 SORCS2 SOX4 SP3 SPCS2 SPP1 SRPK1 ST3GAL6 ST8SIA4 STAG2 STK24 SYTL2 TASOR2 TASP1 TAX1BP1 TBX21 TCF12 TEDC1 TGFBR1 TKTL1 TLE4 TLK2 TLR7 TMED7 TMEM168 TNXB TOX4 TPRG1L TRIM39 TRIM59 TRIO TRRAP TSSK2 TSSK6 TTC3 TUBB2A TXK UBE2E3 UBR4 UFSP1 USP24 USP34 VAMP4 VPREB1 WDR26 WSB1 YTHDC1 ZC3H10 ZNF280D ZNF326 ZNF638 ZW10 GSE12003_MIR223_KO_VS_WT_BM_PROGENITOR_8D_CULTURE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12003_MIR223_KO_VS_WT_BM_PROGENITOR_8D_CULTURE_DN ACSS1 ALKBH7 ANGPTL2 ANKRD26 ANKRD54 ANXA11 ARAP1 ARPP21 ASXL2 ATOSA ATP6V0A2 BUB1B CAVIN2 CCDC125 CD163L1 CDC25C CDCA3 CDKN1B CENPN CEP97 CLIP3 CMTM4 CORO1A CTNS CYTH4 DBI DNASE1L1 DOCK2 DPP4 DUSP18 DUSP8 DYRK1B ECT2 EDEM1 ELF4 ENTPD5 EPHB6 ESCO2 EXOC6B FAM168A FBXO25 FCHO2 FOXO3 FOXO4 GAB2 GABARAPL1 GALNT12 GATD3 GBA1 GCC2 GPR107 GPR52 GRHL3 GRK2 GRK6 HASPIN HECTD3 HEPACAM HIPK1 HMG20B HTR2B IDH2 IL6R INPP5F IRF2BP2 ITGB1 ITM2B ITPRIPL2 KIF23 KIF3A LCA5 LDAF1 LEPROT LIX1L MAMDC4 MAP3K5 MARCHF4 MATN2 MBOAT1 MED12L MIA2 MR1 MSL3 MVB12A NAA60 NBEAL2 NCAPD3 NEK2 NEK3 NPHP4 NPSR1 NPTX1 NR2C2 OSBPL7 OTULINL P2RX7 PARP16 PCDHB16 PDE7A PDLIM7 PEX5 PHLPP2 PIMREG PKP3 PLD3 PLEKHG3 POC1A PRKCQ PRKD2 PROC RAB19 RANBP10 RHOU RIT1 RNF148 RNF216 RPRD2 SGO1 SIPA1 SLC25A11 SLC28A3 SLC2A12 SLC43A2 SMPD1 SMPDL3B SPRR2D STEAP2 STING1 STX3 STXBP2 TAAR3P TLE4 TMEM86A TRIM14 TSC1 TSPAN13 TST TTC12 UBE2V1 UMODL1 VGLL4 WAS WIPI1 WRN YIPF3 ZFP41 GSE12003_MIR223_KO_VS_WT_BM_PROGENITOR_8D_CULTURE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12003_MIR223_KO_VS_WT_BM_PROGENITOR_8D_CULTURE_UP ACAD10 ADRA2B APLN ARHGAP4 ASXL2 ATP6AP1 BSDC1 C16orf54 C19orf38 C1GALT1 C1QC CACNA1B CD163L1 CD27 CDH11 CIRBP CLEC12B COLEC11 CORO1B COX17 CPEB2 CRYGD CSNK1G2 CST9 CSTB CTDSP2 CTRB1 CUZD1 DUSP1 DYNC1I2 EFCC1 EHMT2 ELN EPHX4 ESYT2 FAM161A FAM234A FBH1 FHL3 FMNL3 FOLH1 GABARAPL2 GIT2 GNRHR GPHA2 GUCY1B2 HAMP HAUS4 HMGB3 HNRNPL HPCAL1 IER5L IL13RA1 IL6ST IMPA2 KAT6B KCNAB1 KIF21B KLC1 KLC4 KLF7 KRTAP8-1 LBH LGR4 LIX1L LPAR6 LRRTM4 MAOB MESP2 MFGE8 MIR150 MIR221 MIR345 MMP3 MNT MS4A2 MSRB2 MYOM2 NEK7 NLRC4 NR3C1 NYX PARP16 PCDHB1 PFN4 PGLYRP4 PHF23 PLCG1 PNRC2 PTPRO PURG RAB11FIP2 RAB11FIP5 RABAC1 RENBP RERG RNASE11 RNF148 SCARB2 SEPTIN1 SFXN3 SFXN4 SGIP1 SIGLEC5 SLC25A45 STX2 STX3 SYT9 TAX1BP3 TEDDM1 TENT5C TM4SF19 TMEM134 TMEM30A TMEM86A TNFRSF14 TOM1L2 TTC3 UTRN VWA5A WDFY2 WIPI1 YPEL5 ZDHHC11 ZNF235 GSE12198_CTRL_VS_HIGH_IL2_STIM_NK_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12198_CTRL_VS_HIGH_IL2_STIM_NK_CELL_DN ABHD17C ACLY ADH5 ADIPOQ AGFG2 ANGPT2 ARHGEF2 ASS1 ATOSB AZIN1 B4GALT1 BCL2L2 BMP8B C1QTNF12 C1S C9orf64 CALHM2 CAPG CASKIN2 CCDC86 CCNB1IP1 CCND2 CCNE1 CDV3 CHMP3 CISH CNNM4 CPXM1 CRTAC1 CSNK1E CXCL10 DCAF13 DEGS1 DENR DESI1 DHX30 DHX38 DKK1 DLST DNMBP DOCK2 DRG1 DTX2 DUS1L EDN2 EFHD2 EGR2 EHD1 ELOA EVI2A F3 FAM104A FAM76A FBXW12 FGD2 FGD6 FGF6 FKBP4 FLNB FMNL3 GABRG2 GALNT1 GFRA1 GLI1 GMPPB GNG11 GPR37L1 GPR83 GTF3A HDAC7 HESX1 HKDC1 HNRNPAB HNRNPC HPGDS IER2 IFNGR2 IFT57 IGFBP7 IGFBPL1 IGSF6 IGSF9 IKZF4 IL16 INO80C INTS8 KANSL2 KCTD10 KIN KRTAP19-3 LDB1 LTA LYZL1 MAK16 MAPK10 MAPK14 MGAT5 MLLT3 MLX MMP20 MOB1A MOGS MPHOSPH10 MRPL15 MRPL27 MRPL57 MRPS16 MRPS6 MYH9 NACC1 NCF4 NELFCD NETO1 NFATC4 NFKBIA NFKBIE NGEF NMT2 NOTCH2 NOVA1 NTMT1 NUP88 ODC1 ORAI1 OSBPL11 PARP3 PDE6D PDLIM1 PDLIM2 PEX19 PGPEP1 PIGP PISD PLEKHJ1 PLEKHO1 PLK2 PMEPA1 POPDC2 PRCP PRKAG1 PRKD2 PRKG1 PSMG4 PTGDR PTPN6 PYCARD RAB34 RABGGTB RANBP3 RARS1 RBMX RDH16 RGS16 RHOG RNASE4 ROCK2 SERHL2 SETD3 SETDB1 SFRP2 SHMT1 SIRT2 SLC18A3 SLC25A17 SLC46A1 SNCG SNX3 SPA17 SPATA6 SQSTM1 SRM STARD10 STX19 SUCLA2 SUN1 TIMP2 TK1 TLCD1 TM9SF4 TMEM184B TNFRSF13B TP53INP2 TPST2 TRAF2 TRIM7 TRIP10 TSPAN17 U2AF1 UBE2J2 UBE2M UBL7 USP36 UTP25 VWA7 WNT9A YAF2 ZBTB17 ZBTB32 ZCCHC9 ZNF277 GSE12198_CTRL_VS_HIGH_IL2_STIM_NK_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12198_CTRL_VS_HIGH_IL2_STIM_NK_CELL_UP ABCA3 ABCB1 ACP1 ADNP2 AGER AMMECR1L AMPH ANKEF1 APOBEC1 APOD AQP5 ARFRP1 ASB8 ATF1 ATOH1 AXIN1 B4GALT3 BCAS2 BCL3 BCS1L BEX2 BIRC3 BVES C11orf91 CASQ2 CBX5 CCL4 CCR2 CEACAM21 CEP68 CERT1 CFAP141 CHODL CKMT1B CLBA1 CLDN10 COL5A3 COL6A1 COPRS CORT COX18 CPEB1 CPN1 CRAT CSTPP1 CTC1 CTNNB1 CWH43 CYBRD1 DAZ2 DCTN1 DDR1 DGKZ DNAH8 DNAJB8 DNMT3B DUSP16 DUSP6 EIF3E EMID1 ENTPD6 F10 FCGR1A FECH FLII FLOT2 FOXN1 FOXN4 GAD2 GATM GFOD2 GPM6B GPR35 GPR65 GRAMD1A GRAMD2B GTF2I HAS1 HDDC2 HLCS HSD17B13 HSD3B1 HTRA2 IGHMBP2 IKZF2 IL17RA IRX6 ITPK1 JAG2 JAK3 KHDRBS1 KIF17 KIRREL1 KLF12 KLHL1 KRI1 KRT34 KRT6A LARP6 LMX1A LRRC3B MAP2K4 MAP3K14 MAP4K4 MAPK6 MAS1 MFAP5 MOGAT2 MSR1 MYORG NANP NAP1L1 NCOA1 NDEL1 NECTIN1 NELFCD NFAM1 NKAIN4 NPL NPNT OAZ1 OXSR1 PAWR PCGF2 PCLO PCP2 PCSK5 PCSK6 PDE9A PDLIM4 PEX2 PGS1 PIP5KL1 PLA2G4F PLAC8 PLCB2 PLCG1 PLEKHN1 POC5 POU2F2 PRIM1 PRSS35 RAD52 RHOV RND3 RNF220 RNF34 RNMT RORA RSPH9 RTP4 SAYSD1 SELP SETD4 SGTB SHCBP1 SLC41A1 SLC44A2 SLC4A8 SLC52A3 SLC5A5 SLC66A2 SLC6A4 SMOC2 SOCS3 SP6 SRMS ST6GALNAC2 STIMATE STX12 STXBP4 STYXL1 TCL1A TENT5C THBS4 THRAP3 TMEM132A TMEM140 TPTE TRIM37 TRIM41 TSPAN5 TTC4 UBE2L3 UGP2 USP5 VAMP1 VPREB3 WNT5B WNT6 WNT9B WRNIP1 ZFYVE26 ZFYVE27 ZMIZ2 ZNF202 ZNF48 ZNF565 ZNF841 GSE12198_CTRL_VS_LOW_IL2_STIM_NK_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12198_CTRL_VS_LOW_IL2_STIM_NK_CELL_DN ABHD17A ACSBG1 ADGRG1 ADPRH AHCYL1 AIP AOC3 AP4S1 APOE ARHGAP35 ARL6IP4 ATPAF2 B3GNT2 B3GNT3 BABAM1 BAP1 BET1 BIK BLMH BLOC1S3 BLZF1 BTF3L4 C1QL3 C1QTNF12 C3orf38 C8orf82 C9orf40 CCDC115 CCDC43 CCL17 CCL22 CDC26 CDKN2A CDSN CHADL CHID1 CHPF CIAO2B COMMD9 COPS2 COQ5 CPOX CTTN CYP11A1 DDB1 DDIT4 DFFB DLST DNAAF5 DTD1 DYRK3 EGFL7 EGR4 EI24 EIF2B5 EIF3I ELMO3 ERAP1 ERBB3 ERI3 ETFA FAM216A FANCC GCLM GKN2 GLMN GLO1 GLRX3 GNPTAB GOLGA7 GPA33 GPX1 GUCA1B HAL HBEGF HDLBP HEMK1 HGFAC HIC1 HIF3A HM13 HS6ST3 HSPA8 HTT ID1 IER5 IFNG IGF2R IL15RA IL1R2 IMP3 INTS3 IRF2BP1 KCNN4 LAT LBH LCP1 LMNB1 LRP4 MED11 MED28 METRN METTL22 METTL3 MIEN1 MKRN3 MRPL28 MRPL41 MRPL49 MRPS23 MTIF2 NAA15 NAA20 NAA35 NAB2 NDUFA10 NELFB NFATC1 NMD3 NOL6 NR2F6 NT5M NUDCD2 NUP62 OCIAD1 OTUD6B PAGR1 PAPOLA PARS2 PDHA2 PIWIL2 PLK3 PLOD2 POFUT2 POP5 PRPF40B PSMD13 PTPN11 PYCR1 RCAN1 REXO4 RPP25L RPS2 RRP7A RTN4IP1 SAR1A SCFD1 SCYL1 SDCBP2 SH3BP2 SLC25A13 SLC25A4 SLC25A47 SLC31A1 SMC2 SMG8 SNRNP25 SNRPC SNRPG SNX19 SOD2 SPAG1 SRP54 ST7 STAR STX18 SYNJ2BP SYP TAF13 TEF TEX261 THNSL1 TMEM101 TMEM126A TMEM158 TMEM183A TMEM216 TMEM39A TNFSF9 TOMM40L TPRN TRIP4 TSR3 TTC8 TUFT1 TXNRD2 U2AF1 UBE3C UBXN10 UFC1 UNG VAPA WBP4 WDR83OS WIZ WRAP73 YAE1 ZIM3 ZNF426 ZPR1 GSE12198_CTRL_VS_LOW_IL2_STIM_NK_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12198_CTRL_VS_LOW_IL2_STIM_NK_CELL_UP ABHD15 ACTN2 ACTR1A ACVR1B AGRP AHCTF1 ALDH6A1 AP1M2 AP3B1 AP3D1 AP4B1 ARHGAP1 ARIH2 ARL4A ARMCX1 ART4 ATG16L1 ATN1 ATP13A2 B2M C16orf87 CA2 CA6 CAPN2 CCDC92 CD53 CD8B CDCA3 CDH8 CENPQ CEP57L1 CEP70 CFAP141 CMTR1 CPEB4 CRIM1 CRIPT CUTA DGKE DIAPH1 DIAPH2 DMBT1 DRC1 DYNLT1 EGR1 EHHADH EML3 ERRFI1 ESYT1 FAM120B FASLG FBXO25 FGF11 FHIT FMO5 FNTB GATAD2B GIMAP1 GNG2 GYPC GZMA H1-4 HIBCH HINT3 HIVEP1 HMBOX1 ICAM1 ICAM2 IDH2 IDNK INAVA IQSEC1 IRAK4 ISG20 ITPK1 KANSL1 KATNA1 KDM3B KDR KLF3 LIMD1 LMO2 LPIN1 MAP7 MAPRE3 MARVELD1 MBD1 MCOLN3 MED4 METTL27 MFSD10 MKRN2 MLLT10 MOB2 MORF4L2 MPZL2 MSN MSRA MSRB1 MTHFR MTMR4 MVD NAAA NAV2 NDRG1 NFAM1 NRF1 NT5C3A NTRK3 NUDT14 OMG OPN4 P4HA2 PAN2 PARD6G PCCB PCNX1 PCNX3 PCSK7 PDCD10 PGAP6 PI4K2A PIK3R1 PIP4P2 PIWIL1 PLAAT3 PLAC8 PLIN2 PPIC PPM1B PPOX PPP1R18 PRKRA PTBP3 PTPN23 PXMP4 QRICH1 RAMAC RBM12 RDM1 RELA RGR RHOA RIOK3 RLF RNF112 RNF123 RPLP1 RPS6KA2 S100A11 SAFB SAT1 SECISBP2 SEMA4F SERPINB6 SFI1 SH3BGRL SLC25A28 SLC35F6 SMC1A SPICE1 SPO11 SRCAP SRRT STAT5B STK39 SUCO SUOX SYK TAFAZZIN TAPBP TAX1BP1 TBL1XR1 TCF19 TDO2 TESK2 TET1 TEX9 TLR6 TMCO6 TMEM131 TMEM176A TMUB2 TPST2 TRPV2 TSTD1 TTC13 TTC7B TXK UNC93B1 VPS13C WAC WDHD1 WNT5B XRN1 ZMYM1 ZMYND8 ZNF18 ZNF521 ZSCAN21 GSE12198_LOW_IL2_STIM_NK_CELL_VS_HIGH_IL2_STIM_NK_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12198_LOW_IL2_STIM_NK_CELL_VS_HIGH_IL2_STIM_NK_CELL_DN ABAT ABHD8 ACOT13 ADAM21 AGR2 AOAH ARRB2 ART4 ASPM ASTN1 ATG13 ATP6V1C1 AVPR1A B3GNT2 BTG4 C4orf19 C9orf72 CA6 CACNB4 CAMK2D CAPZB CD44 CDKN2A CDX2 CELF1 CENPC CER1 CES3 CGA CHGB CHIC1 CHRM4 CHST1 CIB1 CLDN16 CLEC11A CLVS1 COL20A1 COL9A1 COQ9 CRADD CRIP1 CSRP1 CTSK DHH DHX16 DHX57 DIAPH1 DLX3 DNAJB4 DOCK1 DOCK2 DONSON DRD3 DUSP14 ENPP3 EPB41L1 EVA1C FGF13 FGR FMO2 FOXA3 FOXRED1 GCM1 GJA3 GNB3 GNB4 GPCPD1 GPLD1 GPX7 GRIN2D HGFAC IDI1 IL16 IL17RB IQCC ITGB5 JMY KCNK1 KDF1 KDM7A KLK4 KLRC3 KRT32 KRT36 KRT8 KRTAP4-12 LAMTOR4 LAT LCP2 LCT LRRC46 LTA LTO1 LYZL4 MAP1LC3A MAP3K4 MED28 METTL6 MRAP MRPL15 MSGN1 MTERF4 MTF2 MTTP MXD4 MYO1E MYO1H NAA60 NAB2 NCOA6 NDUFS5 NEK2 NKX3-2 NPY NR6A1 NT5C3A NUP88 OPRL1 OR5D18 PAX6 PBX1 PCDHB11 PDE6H PDIA3 PEA15 PHF8 PHLDA1 PI16 PIGR PLA1A PLA2G2F PLIN4 PLPPR4 POLA1 PPM1A R3HCC1 REG3G RGS1 RIN1 RRAD RRH RUNX1T1 SASS6 SC5D SCN5A SDHAF4 SEL1L3 SEPHS1 SEPTIN10 SFXN3 SLAIN1 SLC16A7 SLC35A5 SLC4A7 SLC7A2 SLC9B2 SLCO6A1 SMAD9 SMIM8 SP3 SPG11 SPR SPRR3 STAP2 STIM1 STK10 SYNGR1 SYT12 TAF6 TLR9 TMEM41B TMEM9B TMOD1 TMOD3 TMPRSS11D TNNC2 TOMM70 TRIM10 TSPAN17 TSSK2 TTC8 TUBB4A UGT2B10 USP11 USP22 USP24 USP27X USP43 VASN VCAM1 VPS13C VPS41 WDPCP WNT2 WNT3 WRN YWHAG ZBTB7B ZNHIT1 GSE12198_LOW_IL2_STIM_NK_CELL_VS_HIGH_IL2_STIM_NK_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12198_LOW_IL2_STIM_NK_CELL_VS_HIGH_IL2_STIM_NK_CELL_UP ABCF3 ACBD3 ACHE ADPRS AGPAT5 AHCYL1 ALG3 ARFGAP1 ARFRP1 ARMC10 ARMCX5 ASB6 ATF1 ATG16L1 ATP1A1 ATXN2 ATXN7L3 AVL9 BACH2 BMS1 BNIP1 BTG2 BUD13 BZW2 C18orf32 C1orf43 C3orf62 C7orf25 CCL17 CCL28 CCNB1IP1 CD53 CD96 CDC5L CHIC2 CIAO3 CLK2 CLK4 CNIH2 CNOT7 CREBZF CSNK1D DDX46 DGLUCY DLC1 DMAP1 DNAJB11 DNAJB5 DNAJB6 DPP8 DRAP1 EIF3E EIF3L ELAVL3 ELP3 ENO3 ENTPD6 ENTR1 EPHX1 EPSTI1 ETFRF1 EXT1 FAM133B FAM174B FAM98C FBXO28 FMNL3 FNTB FOXN2 FOXRED1 FRMD6 GADD45B GALNT11 GEMIN7 GGA2 GLI2 GLIPR1 GPA33 GPN1 HACD3 HIF1A HLA-C HNRNPDL HNRNPLL HOXA7 ICE1 IER3IP1 IGF1R IKBKE INPP5K INTS13 IREB2 ITCH ITM2A ITSN2 KANSL1L KDM3B LARP1 LAS1L LLGL1 LPIN2 LRP4 LTB MAP3K4 MAPRE2 MBD3 MECR MED23 MED28 MRM1 MRPL54 MS4A6A MTAP MTARC2 MTDH MTREX MTX2 NCOR2 NFATC1 NIPBL OLA1 PARN PCM1 PHPT1 PIGU PLA2G6 POLR3D PPP1R14B PRPF40B PRPF8 PRRG2 PSD PSMB7 PSMD2 PTP4A3 PYROXD1 RAB11B RAB40C RAD54L2 RASGRP1 RBM28 RBPMS2 RGS20 RNF123 RNF6 RSPH9 SAC3D1 SAMSN1 SDF4 SEC24B SEC31A SH3BP2 SLC29A2 SLC2A5 SLC38A1 SLC39A3 SLC66A2 SMAD2 SMIM19 SPATA5 SPRED2 SURF2 TAF1D TBRG4 TCF7 TEFM THTPA TLK2 TMEM183A TMEM87A TMUB1 TNF TNFRSF18 TNMD TP53BP1 TP53INP1 TRIB1 TRIM21 TSNAX TSR3 TTC39B TUSC2 UBC UNC50 UPF1 UTF1 VAC14 VASN VOPP1 WDR83OS XPC ZBTB33 ZC3H18 ZC3H3 ZDHHC20 ZFAND2A ZMIZ2 ZNF142 ZNF276 ZNF565 GSE12198_NK_VS_NK_ACT_EXPANSION_SYSTEM_DERIVED_NK_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12198_NK_VS_NK_ACT_EXPANSION_SYSTEM_DERIVED_NK_CELL_DN ABCG1 ABHD17A ABHD4 ACD ACTR1A ADAM10 ADAM8 ADIPOQ ALDH18A1 ANAPC4 ANKRD44 ARHGAP12 ARHGAP18 ARHGDIA ARPC1A B4GALT4 BRDT BSG C15orf39 C15orf40 C16orf87 C3orf38 CA13 CALCRL CAMK4 CARMIL1 CASKIN2 CBR4 CCDC117 CCDC25 CDC42SE1 CDKN2C CENPO CENPQ CENPV CFAP410 CHEK2 CHFR CIR1 CLASP1 CNIH1 CNIH3 CNP CST3 CSTB CTNNBIP1 CTSB CTSE DAZAP1 DCPS DCTN2 DEXI EBF1 EBI3 EEF1B2 EFCAB2 EHBP1L1 EIF2B2 ELOF1 ETFDH EXTL2 FDPS FUCA2 GATM GEMIN2 GLOD4 GNPDA1 GTF3C5 H19 H2BC5 HABP4 HARS1 HDLBP HERC4 HIBCH HKDC1 HNRNPUL2 HUS1 IDH2 IFT74 IGF2BP3 IGFBP7 IL6R IL7R INHA INTS7 JMJD1C KDELR1 KLC1 KRTCAP2 LAIR1 LDHA LFNG LGALS2 LMBR1 LRATD1 LSM3 LTA LUZP1 MBNL1 MCM2 METTL8 MICU1 MMD MORF4L2 MPND MRPS23 MRPS34 MTHFR MYO6 NAAA NASP NCKAP1 NIPSNAP1 NONO NQO2 NRDE2 NUDT1 NUDT13 NUDT5 OARD1 OR2S2 PAICS PDE6D PDLIM5 PEA15 PELI2 PEX7 PGM1 PIGA PIGP PITPNM1 PLS3 PNPLA2 POLE3 PPP3CB PRSS16 PSEN1 PSMD9 PTGER4 PTGR2 PTPN9 PUS10 PYCR2 RAB14 RALB RAN RANBP1 RBMX RBMX2 RCBTB1 RECQL RIPOR1 RNF14 RPA3 RPUSD1 RTN3 SCAF11 SCCPDH SEC61B SERINC3 SERPINI1 SGK1 SIAE SLC22A1 SLC2A1 SLC2A8 SLC44A2 SLC66A1 SLC7A4 SNAPC3 SNX21 SOWAHC SPTBN1 SREBF2 STX2 SUCLG2 TCEAL9 TCF25 TGFA TMEM109 TMEM115 TMEM33 TMIGD1 TRIM69 TRPC4AP TSPAN2 TTC39C TUBD1 UBE2K UBE2M ULK2 VAMP7 WEE1 XRCC2 XYLT2 YPEL5 ZC3H12C ZFAND2B ZNF394 GSE12198_NK_VS_NK_ACT_EXPANSION_SYSTEM_DERIVED_NK_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12198_NK_VS_NK_ACT_EXPANSION_SYSTEM_DERIVED_NK_CELL_UP AAMP ACKR3 ADI1 AHI1 AK4 ALOX12B ALPK2 AP5S1 AR ARHGEF10 ARID4B ATF6 ATG101 ATP6V1H AUH BBS2 BCL6B BLOC1S3 BLTP1 BNIP3L C6orf62 CAPRIN1 CASQ2 CCDC34 CCDC71L CCL1 CCPG1 CCR2 CDKN2D CENPA CLYBL CNOT4 CPEB2 CPQ CSTPP1 CTBS CYP11B2 DAG1 DGAT1 DLG5 DPF1 DPH7 DTD1 DUSP11 ECI2 ECPAS EFR3A ELOC ELOVL6 ELOVL7 ENOX2 ENPP2 ERC1 ERRFI1 FAM118B FBLN7 FKBP11 FLOT2 FRMD6 GABBR1 GADD45G GAL3ST1 GBP2 GEMIN8 GOLGA7 GP2 GPR146 GPR180 GPR65 GPX2 GRAMD1A GRIN2C GSR GUCA1B HACD1 HAUS3 HAUS4 HBG2 HLX HOXB4 HOXC13 HOXD8 HSD17B10 HYCC2 IL17D IL17RA INPP5A IYD KIF2A KLF9 KLHL42 KMT5B KRTAP15-1 LAMP2 LAPTM4B LHX2 LPP MAF1 MAFK MAP3K5 MAP3K8 MARCHF6 MBD2 MFSD11 MFSD6 MMS22L MRC1 MRI1 MT2A MTIF2 MYH4 NAA30 NCKIPSD NDRG4 NFIL3 NFS1 NGLY1 NLK NUDT21 NUS1 PAICS PAPOLA PCMTD2 PDCD10 PECAM1 PGM1 PGS1 PHPT1 PIK3R2 PIK3R4 PIP4P2 PKP1 POU6F1 PRNP PRPF4B PRUNE1 PRXL2C PSENEN PSMD6 PXMP4 RAD51D RAD52 RBPMS2 REEP1 REV1 RFC3 RHEBL1 RIPK2 RIPK3 RNF146 RPN2 RPP40 RUFY3 SAMD10 SAT1 SATB1 SDC3 SERPINB1 SERPINE1 SGK2 SIGIRR SKAP2 SLC25A36 SLC25A46 SLC25A51 SLC30A4 SLC35B4 SLC41A1 SLF2 SMAD6 SNX18 SPCS3 SPINK4 SPINT2 SPP1 SPRYD3 TASP1 TBX21 TDO2 TDRD3 TMED8 TNRC6B TRIB2 TTC33 TTC39C UBE2D1 UBE2H UBR3 UNC119B VPS28 WNT5B YTHDC1 ZC3H12C ZFP36 ZMYM1 ZNF260 ZNF518B ZNF707 ZSCAN12 ZSCAN26 GSE12366_GC_BCELL_VS_PLASMA_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12366_GC_BCELL_VS_PLASMA_CELL_DN AAMP AARS1 ABCA3 ABHD12 ACE ACOXL ACVR2A AHNAK ALG3 AMACR AMIGO3 ANKRD11 ANKRD36BP2 AP3D1 APOL1 AQP6 ARFGAP3 ATAD3B ATRN BBOF1 BCL9 BTG2 BTN3A1 BTN3A2 C20orf202 C2orf92 C4BPB CASP1 CCDC14 CCNC CCPG1 CCRL2 CD38 CD55 CDH19 CDNF CELF3 CFAP54 CFLAR CHPF CHST15 CNPY2 CNTFR COL13A1 COPB2 CPNE5 CREBL2 CRYM CUTA CYP11B2 DAPK2 DENND6B DIRAS1 DNAH2 DNAJC3 EDEM3 EFEMP2 EIF2AK3 EIF4E3 ELL2 ENKD1 ERN1 ERO1B EXD2 FAM114A1 FBXL16 FKBP7 FOXO3 FTSJ1 FUT7 FUZ GARIN5A GORASP2 GPAA1 GPHA2 GRAMD2A H2BC6 HDLBP HOXB4 HOXB7 HSPG2 HTR4 IER3IP1 IGLV4-3 IL34 INPP4A IRF1-AS1 IRF7 ISCU ITFG2 ITM2C KIF1C KLHDC2 KLK1 LGALSL LIMD1 LINC00899 LINC01569 LINC02874 LINC03011 LRPAP1 LYG1 MAFB MAGT1 MANEA MAST1 MBD1 MGAT1 MGLL MIA3 MORF4L2 MRNIP MST1 MTDH MTMR9LP MXI1 NETO2 NFXL1 OSBP OSBPL3 PAOX PAPSS1 PARP4 PDE3B PDX1 PI16 PIGK PKD1P1 PRDX4 PRRC1 PRSS47P PRX PRXL2C PSME1 PTGER2 PTPN23 QPCT RASSF6 RDX RGS2 RNF113A ROBO3 S1PR4 SCARB2 SEC11C SEC24A SELENOM SEZ6L2 SGK3 SHANK1 SIRT2 SLC1A5 SLC35B1 SLC39A7 SMPDL3B SOCS3 SPCS1 SPON2 SPTBN1 SRP68 SRPK3 SRPRB ST6GAL1 ST6GALNAC4 STAT1 STIMATE STK4 TAB1 TARS3 TM9SF1 TM9SF2 TMED7 TMED9 TMEM115 TMEM132A TMEM184B TMEM39A TNFRSF17 TNFRSF4 TP53INP1 TPBGL TPP2 TSPYL2 UBA5 UCN3 VEGFA WDR45 WSCD1 WT1-AS WWOX YIF1A ZNF574 ZNF653 ZRANB2 GSE12366_GC_BCELL_VS_PLASMA_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12366_GC_BCELL_VS_PLASMA_CELL_UP ADD3 ADNP ADSL AEBP2 AP1AR ARID4B ARL11 ARMC8 ARPC5 BACH2 BCL2L13 BDP1 BUB1B C16orf87 C9orf40 CALM2 CALM3 CAMK2D CCDC18 CCNG2 CCP110 CD22 CD53 CDCA4 CDCA5 CELF1 CEP85L CMC4 CPM CRKL CTDSP2 CYBB CYP2U1 DAZAP1 DCP2 DDX23 DHFR DLD DLEU2 DMD DPY19L2 DTX1 DTYMK DUSP2 EEA1 EEF1A1 EEIG2 EIF3F ENO1 EPS15 ESPL1 ETS1 ETV3 EXOSC10 FABP5 FAM106A FBXO38 FCRL3 FERMT3 FIGNL1 FNTA GAR1 GCNT2 GCSAM GINS1 GLMN GMFB GMIP HAUS6 HSDL2 HYCC1 IARS1 IMPA2 INPP5B INPP5D INTS15 ITGB2-AS1 KCTD10 KCTD20 KDM1B KDM2B KIF22 KPNA2 LARP4B LCOR LDAF1 LINC01138 LMCD1 LY86 MASTL MCM2 MCM4 MCM9 MCUB MED28 METAP2 MGME1 MKNK2 MPZL3 MYL12B NAA38 NAP1L1 NCBP3 NOP2 NUDT21 NUP50 OFD1 OSTF1 OTULIN PANK2 PBX3 PCNA PGLS PHC2 POLD3 POLD4 POT1 POTEKP PPP1R18 PPP1R35 PRR14L PTEN PTPRC PUM2 PUM3 QSOX2 RAB33A RAB4B RAD21 RAD51 RAPGEF5 RASGRP2 RBM14 RCAN3 RMI2 RNF144B RNF19B ROCK1 RPAIN RPL21 RPS27 RRM2B RUVBL1 S1PR2 SAE1 SEMA4F SETD2 SF3B4 SGMS1 SH2B3 SKAP2 SKP2 SMARCA4 SNHG6 SNHG7 SNRPA SNRPD1 SNX29 SNX5 SPC24 STAG2 STAT5B SUPT16H TADA3 TBC1D10C TCL6 TDP2 TFAM TMEM106C TMOD2 TOB2 TOP2B TP53 TUBA1C TUBB2A TUBB3 TUBB4B TXN2 UBE2C UBE2I URB2 USF3 USP34 USP7 UTP6 UVRAG VASP VRK1 WNK1 XYLT1 YY1 ZBTB44 ZFP36L1 ZHX2 ZNF708 ZNF818P ZYX GSE12366_GC_VS_MEMORY_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12366_GC_VS_MEMORY_BCELL_DN ADAM28 ADPGK AMN1 ANKRD6 ANTXR2 APMAP ARHGAP24 ARHGAP25 ASAH1 ATF6 ATG14 ATP13A5 ATXN1 BACH1 BCL9L BMI1 BTLA C14orf28 C1orf56 CAMK1D CAPS CCND2 CCR6 CCR7 CD46 CD48 CD55 CD99L2 CDC42SE2 CDKN1A CFLAR CHD1 CLIC3 CLIP1 COL4A3 CR1 CRTAP CRTC3 CSNK1G3 CTC1 CTNND1 CTNS DGKA DGKE DNAJC16 DOCK10 DPH5 DRAM2 DUSP1 DUSP22 EFEMP2 EGR3 EIF4A2 EML4 ENTPD1 FAM89B FCGR2C FCRL4 FNDC3A FOSB GALNT1 GALNT10 GOLGA8A GPR183 GPR65 GVINP1 HCP5 HERPUD2 HLA-F HSPA6 IER5 IFNGR1 IL18BP IL23A IL27RA IQCM IRF2BP2 ISCU ITGB1 ITIH4 ITM2B ITPK1 JAM3 KAT2A KLF2 KLHDC1 KPNA5 LAMP1 LEMD3 LIMD1 LIX1L LRRC69 LTBP3 MACF1 MAN2B1 MAP3K1 MIR101-1 MOB3B MUC20 MYO1F N4BP2L1 N4BP2L2 NAAA NABP1 NDFIP1 NLRP1 NME3 NOTCH2 NRIP1 OAS3 OR6A2 OSGEPL1 PARP12 PARVG PDE4B PDGFRB PGGHG PGM2L1 PHYH PIGL PLAG1 PLEKHA1 PLEKHO2 PLP2 PLSCR3 PLXNC1 POLK POU6F1 PTCD2 PTGR3 PTPN1 PTPRO RAB37 RASAL3 RASSF5 RDX RHOB RIN3 RNASE4 RNF19A RPL21 RPL27 RPL30 RPL35A RPL41 RPS6KA5 S1PR4 SAP30L-AS1 SELENOM SERPINB6 SERTAD2 SESN1 SH3YL1 SKI SLC12A6 SLC2A1 SMAGP SNN SNX18 SPCS3 SRPK2 STARD5 STAT1 TAF5L TECPR1 TES TGOLN2 TMBIM6 TMC8 TMEM154 TMEM59 TMEM63A TMEM65 TRIM22 TRIM44 TRIM73 TRPM2 TSC22D3 TSPYL1 TXNIP USP3 UST VPS35 ZBTB7A ZFP36L2 ZMIZ1 ZNF264 ZNF274 ZNF275 ZNF284 ZNF337 ZNF419 ZNF559 ZNF615 ZNF780A ZSCAN18 ZSCAN9 GSE12366_GC_VS_MEMORY_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12366_GC_VS_MEMORY_BCELL_UP AFF2 AK3 ALYREF AMZ2P1 ANAPC15 ANKRD36BP2 APOLD1 APOM ARHGAP28 ARHGAP33 ASB13 ASRGL1 ATAD2 ATP2A2 BACH2 BASP1 BCAT1 BLOC1S6 C12orf75 C5orf34 CALML4 CAMK2D CCDC117 CCDC18 CCDC88A CD79B CD81 CDC20 CDC7 CDCA2 CDCA5 CENPF CENPM CEP152 CFAP251 CHAMP1 CHEK1 CLIC4 COP1 CSK CTTN DBI DDHD1 DEPDC1B DHX15 DMD DNAI4 DNASE1 DNMT1 DPY19L2 DTL E2F3 EHD4 EIF3A EIF4H ELAVL1 ENPP3 ESRRB FAM76B FBXO10 FBXO43 FGF20 G3BP1 GALNT14 GCSAM GINS1 GNA13 GPR160 GPR84 GSTA4 GSTZ1 HACD2 HELLS HMGB2 HNRNPA1 HNRNPK HPRT1 HSPA2 IRAG2 IRF8 KIF20A KIF4A KLHL5 LMNB1 LMO2 LRIG1 MACROH2A1 MAP2 MAP4K4 MAPRE1 MBOAT2 MCM10 MCM2 MCM3 MCM4 MCM7 MED20 MET METAP2 MPC2 MYBPC1 NCBP3 NET1 ODC1 OTULIN PARP1 PBK PEG10 PIK3CG PLK4 PMS2P11 POU2AF1 PSMA4 PSMD14 PSRC1 PTP4A2 RAB30-DT RABGAP1 RAD51 RAD54L RASAL1 RBM17 REXO5 RNF19B RNFT2 ROCK2 ROMO1 ROR1 RRM2B RSU1 SAE1 SAP130 SCG5 SERF2 SERPINA9 SFPQ SGK1 SLC25A5 SLC35E3 SLC39A8 SMARCB1 SMS SNX30 SNX5 SPAG5 SPATS2 SPC24 SPC25 SPI1 SPINK2 SRSF3 ST14 STK40 STRAP SUGCT SWAP70 SYBU SYCE1L SYNE2 TACC1 TCL1A TCL1B TCL6 TIMELESS TK1 TMCO3 TMEM106C TMPO-AS1 TPP2 TPX2 TRMT5 TUBA1B TUBA1C TUBB2A TUBB3 TXN2 TXNDC16 UBE2J1 UCP2 UHRF1 USP32P2 VDR VGLL4 VNN2 VRK1 WAPL XPNPEP1 YEATS2 ZFAND4 ZFAND6 ZGRF1 ZNF141 ZNF215 ZNF280C ZNF608 ZNF738 ZNF827 ZWILCH GSE12366_GC_VS_NAIVE_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12366_GC_VS_NAIVE_BCELL_DN ABCA17P ABCB1 ABCB4 ADAM28 ADAM8 ANKRD11 ANTXR2 APPL1 ARAP2 ARHGAP15 ARHGAP27 AUTS2 BMI1 BTLA BTN3A1 BTN3A2 BTN3A3 CAMK1D CASP1 CAST CBX7 CCDC50 CCR6 CD46 CD47 CD55 CD63 CD69 CD72 CD83 CEACAM1 CFAP97 CHD1 CHD2 CHD7 CHKB CHML CISH CLEC2B CR1 CSNK1D CTC1 CTNND1 CYTH4 DCTD DDX60 DGKA DOCK10 DPH5 DPY19L1P1 DTX3L DUSP1 DYRK2 EFEMP2 EMP3 ENC1 ENSG00000280119 ESYT1 FAM117A FCER2 FCGR2C FHIP2B FNDC3A FXYD5 GABBR1 GALNT2 GAPT GARS1-DT GOLGA8A GPR183 GSAP GVINP1 HERC6 HES1 HEXB HEXD HHEX HK2 HLA-A IFFO2 IFI16 IFIT2 IFITM3 IFNGR1 IL13RA1 IL16 INO80D IRF1-AS1 IRF9 ITM2B ITPK1 JAM3 KDM4B KLF2 L3MBTL3 LAIR1 LARGE2 LHB LIMD1 LINC00205 LY6E LYL1 LYST MACF1 MAML2 MAN2B1 MAP3K1 MARCHF3 MAX MIR600HG MLLT6 MOB3B MSN MST1L MYO1F MYO7B N4BP2L1 NBPF10 NOTCH2 NR4A2 NT5E OPN3 PARP10 PARP9 PATL2 PDE4B PECAM1 PLCB2 PLEKHA1 PLEKHO1 PLOD3 PLP2 PMEPA1 PNRC1 PRKD2 PRR12 PSMB9 PSTPIP1 RAB37 RBMS1 RGS19 RHOF RIN3 RNF44 ROR1 RP9P RPL27 RPL30 RPL7A RPS6KA5 RPSA RXRA SAP30L-AS1 SELL SETD1B SETX SHFL SHISAL2A SKI SLC12A6 SLC18B1 SLC25A24 SLC25A30 SLC39A10 SLC66A2 SNX18 SPRY1 STAT1 TGFB1 TGFBR2 TMEM150A TNFSF12 TOP1MT TRIM38 TRIM44 TRMT61A TSPYL1 TXNIP UBE2W UST VAV3 VPS13C VPS37B YPEL2 ZBP1 ZBTB10 ZBTB18 ZFP2 ZMYND11 ZNF274 ZNF337 ZNF41 ZNF419 ZNF559 ZNF862 ZSCAN18 GSE12366_GC_VS_NAIVE_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12366_GC_VS_NAIVE_BCELL_UP AAMP ABHD8 ACTR2 AK3 ANAPC15 ANP32B ANP32E AP3S2 APOM ARHGEF9 ARL2BP ASB13 ASF1B ASPH ATP5MG ATP6V1A AZIN1 BAIAP2L1 BCAR3 BCAS4 BCL6 BIK BTF3 BUB1B C2orf88 CALM2 CASP3 CCDC167 CCNB2 CCNE1 CD38 CD81 CDCA4 CDCA5 CDCA7 CENPE CENPM CEP152 CHAMP1 CHEK1 CHIC2 CIDEA CKAP5 CLIC4 CTTN CUL3 DAAM1 DENND1B DHFR DPY19L2 DTL EDRF1 EED EIF2D EIPR1 ENPP3 ESPL1 EXOSC1 FAM106A FBXO30 FBXO5 FHOD3 GABPB1 GAPDH GCSAM GFPT1 GINS1 GINS3 GLRA1 GMCL1 GNA13 GPER1 GRHPR GRPEL2 GSTA4 H2AX H2AZ1 HELLS HES6 HMGN3 HNRNPC HNRNPD HRK HSBP1 HSPA2 IGHV5-78 ITGB1 KANK2 KCNN3 KCTD9 KIF22 KIF4A KPNA2 LHFPL6 LIMS1 LINC00487 LMCD1 LMO2 MAP2 MASTL MBD2 MCM2 MCM3 MCM4 MCRS1 MET MGST2 MIXL1 MND1 MPHOSPH9 MRPS27 MYH10 NAA38 NCAPD3 NCAPG2 NDC1 NDUFA12 NPR2 NSD2 OAZ1 PABPC4 PANK1 PARN PCBP2 PCNA PEG10 PFKM PHF19 PITPNC1 PLEK PLK1 PMS2P11 POU2AF1 PRDX3 PRELID3B PRKDC PRPF38A PRPSAP2 PSIP1 PSMD10 PXMP4 RAB30-DT RABGAP1 RAD21 RAD54L RAPGEF5 RBM17 RFC4 RFX7 RNFT2 RNGTT ROCK2 ROMO1 RPA1 RSU1 SAMHD1 SEC61B SEMA4A SEPTIN2 SERPINA9 SLBP SLC25A15 SLC2A5 SLCO3A1 SMARCB1 SMC2 SNX30 SOX9 SPRING1 SRP9 SUGCT SYNE2 SYVN1 TCL6 TDP1 TEC TERF2IP TIFA TMEM106C TNFSF8 TOP1 TUBB3 TXNDC16 TYMS UBAP2 UBE2C UBE2G1 UBR5 UHRF1 USP32P2 VEZT VRK1 YWHAE ZFAND4 ZNF141 ZNF215 ZNG1A ZW10 GSE12366_NAIVE_VS_MEMORY_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12366_NAIVE_VS_MEMORY_BCELL_DN ABCA6 ACSL1 AFDN AHNAK ALOX5AP ANTXR2 ANXA2 APH1B ARL2BP ARSA ASCL2 ATP2B4 ATXN1 BHLHE41 BMAL1 BMPR1A BTNL9 C1RL C3orf14 CALHM2 CALM2 CAPN2 CCDC126 CCDC141 CCDC85C CCR1 CD2 CD27 CD58 CD80 CD81 CD82 CDC42EP3 CDC42SE2 CDKN2C CEBPG CIDEB CISD3 CLIP1 CLIP2 CLIP4 COL4A4 COMTD1 CORO1B CPNE5 CPXM1 CRACR2B CREBL2 CRTAP CRYBG1 CRYGB CTSH DAAM1 DBH-AS1 DCAF17 DCAKD DENND1B DGKE DND1 EFHC1 EMP3 ENTPD4 FAIM FAS FGD6 FOLR1 GCLC GFOD1 GFPT1 GPR183 GPR34 GRAMD1C GRAMD4 GSTK1 GUCY2C HERPUD1 HSPA6 IER5 IGHA1 IGSF10 IL2RB IL6R IMPDH1 INPP4A ITGAM ITGB1 ITPRIPL2 KCNH2 KCNMA1 KCNN4 KLHL6 KYNU LGALS1 LMO4 LPCAT4 LYPLAL1 MAF MGAT4A MPZL1 MS4A7 MUC20 NAAA NAB1 NABP1 NEK6 NFIL3 NOL4L NSD2 OSBPL10 OSBPL3 P2RY12 PAG1 PAPSS1 PARP4 PARPBP PASK PDE4D PHACTR2 PIK3R6 PLEK PLP2 POU2AF1 POU6F1 PRKACB PRKCH PRKCI PTAFR PTCH1 RAB25 RAD17 RALGPS1 RASSF6 RDX RIC8B RNASE4 RNF19B RNGTT ROBO3 RORA RPL23 SAMSN1 SCGB2A2 SCPEP1 SDR16C5 SERPINA9 SHISA8 SINHCAF SLC16A6 SLC22A18 SLC27A3 SLC27A4 SLC2A1 SLC35D1 SLC35D2 SLC66A3 SLC9B2 SMARCB1 SMCO4 SMIM14 SND1 SNHG32 SPAG5-AS1 SRGN SSPN STK38L SYBU TARBP1 TBC1D9 TBK1 TESC TEX9 TIGD3 TMEM14A TMEM59 TMEM65 TNFSF11 TRAC TRAF1 TRERF1 TSC22D1 TWSG1 UBE2G1 UNC50 VAMP1 VIM VPS37A WEE1 ZBTB20 ZCCHC4 ZDHHC13 ZNF185 ZNF565 ZNG1A GSE12366_NAIVE_VS_MEMORY_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12366_NAIVE_VS_MEMORY_BCELL_UP ABCB1 ABCB4 ADAMTSL2 ADGRG3 ADPRM AFF1 ALDH1A2 ALDH1A2-AS1 AP1B1 APLP2 ARHGEF10 ARHGEF5 ARPC4 ATP6V0A1 BACH2 BATF2 BIRC3 BRS3 C16orf74 C1orf53 CAMK2D CCN6 CD1A CD200 CD72 CD79B CD83 CEACAM7 CEP85L CEPT1 CHPT1 CLIP3 CRIP3 CRY1 CYFIP2 DDHD1 DDIT3 DEF8 DGKD DIP2C DNAI3 DNASE1L3 DPP6 DTX1 DUSP6 EDN1 EHD4 ENC1 FAM53B FBXW4P1 FCER2 FCRL1 FDFT1 FIG4 FNBP1L FNBP4 FOXP1 FOXP1-IT1 FPGS GALNT2 GALNT6 GAS2L1 GATA2-AS1 GCA GIPC2 GK GNB4 GNG11 GPRC6A HECTD4 HIF3A HSF5 HYCC1 IFI44 IGHM IGLV6-57 IL4R IL6 IPO13 KBTBD11 KCNB2 KIAA0040 LAIR1 LARS1 LCTL LIMS2 LINC00926 LINC01141 LINC02995 LYL1 MAGEE2 MAPK8IP1 MARCHF3 MCF2L MEGF6 MIR600HG MMD MROH6 MSTN MTMR1 MYADM NCF1C NEB NEIL1 NFATC3 NIBAN3 NMBR NSUN5 NUDT12 OGFRL1 OLFM2 P2RX1 PARP14 PCDH12 PCDH9 PDE7B PEAK1 PELI3 PKP4 PLCD4 PLEKHA1 PLEKHA2 PMS2P1 PNPLA7 PPARD PPP1R26-AS1 PRKCE PSCA PSME4 PTPRE PTPRK PXT1 RABEP2 RAPGEF6 RBM5 RC3H1 RFTN1 RFX4 RGL2 RNASE6 ROPN1 ROR1 RP9P S1PR1 SATB1 SCN3B SH3BP2 SLA SLC25A15 SLC25A53 SLC38A1 SLC38A7 SLC39A8 SLC8A2 SLITRK3 SMIM10 SPATA3-AS1 SPTLC2 SRBD1 STRBP SWT1 TBC1D22B TCL1A TCL1B TDRD12 TENT5A TENT5C TFAM TFF1 TM6SF1 TMEM71 TPST1 TRAK1 TREML2 TRIM17 TRMT61A TSPAN13 TTC39B USF3 WDR19 WFDC21P XIRP1 XYLT1 YBX3 ZBTB10 ZBTB39 ZCCHC18 ZNF107 ZNF418 ZNF488 ZNF629 ZNF667-AS1 ZNF736 ZSCAN18 GSE12366_PLASMA_CELL_VS_MEMORY_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12366_PLASMA_CELL_VS_MEMORY_BCELL_DN AHR ANKRD44 ANP32B ARID1B ATAD1 ATP8A1 BACH2 BDP1 BIRC3 BRD3 BTG1 CALHM6 CBFA2T3 CBLB CCDC92 CCNG2 CCNJ CCR6 CD22 CD69 CD82 CDK3 CELF1 CEMIP2 CFL1 CHMP7 CLLU1 CNOT10 CNOT8 CRAMP1 CTDSPL2 CXCR5 CYBB DCK DCLRE1C DCUN1D4 DENND1C DENND3 DENND4C DHX15 DNAJC16 DOCK10 DPEP2 DUT EGR2 EIF3D ERLIN1 ERMAP ETV3 EXOSC10 FCRL4 FXYD5 GALNT10 GALNT7 GARRE1 GAS6-AS1 GGPS1 GMEB1 GMIP HACE1 HAPSTR1 HCLS1 HIVEP2 HLA-DPB1 HMGN2 HNRNPD HNRNPR HOOK3 IKBKB IL27RA INPP5D ITGB2-AS1 ITSN2 JAK1 KAT2A KDM4B KLF2 KPNA5 LARS1 LFNG LINC01138 MAPRE2 MARCHF9 MBNL1 MED1 MED13 MIR600HG MORC3 MSANTD3 MTF1 MTF2 MYH9 NAAA NAP1L1 NFKB1 NFX1 NMI NOD1 NSA2 NUB1 NUFIP2 OFD1 OSBPL11 OSGEPL1 P2RY12 PABPC1 PARP11 PAWR PFDN5 PFN1 PGAP2 PGM2L1 PHACTR2 PLAC8 PLEKHA2 PLSCR3 POLD3 PRIM1 PRR13 PTAR1 PTBP3 PUM2 PUM3 PUS10 QSER1 RAB14 RAE1 RASAL3 RASGRP1 RASSF5 RECQL RFX7 RIN3 RNF169 RNF213 RPL17 RPL22 RPL27A RPL32 RPS27A RPS28 RPS6KA1 RRAGC SERTAD2 SH3YL1 SHISAL2A SKAP2 SKI SLF2 SLK SNAP23 SNHG7 SPEN-AS1 SPOCK2 SRSF1 ST3GAL1 STAT6 STK10 STK26 STX6 TATDN2 TBC1D5 TBCA TBCB TDP2 TET1 TGOLN2 THAP12 THOC5 TLE3 TMEM131L TMEM273 TMOD2 TMOD3 TNF TOPBP1 TRERF1 TRIM59 TRIT1 UBE2D1 URI1 USF3 USP1 UST UTP3 UTP6 VASP VPS37A ZMYM1 ZNF264 ZNF267 ZNF350 ZNF512 ZNF559 ZNF562 ZNF736 ZNF80 ZNF805 ZWILCH GSE12366_PLASMA_CELL_VS_MEMORY_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12366_PLASMA_CELL_VS_MEMORY_BCELL_UP ABCC4 ABCG8 ABHD12 ABHD8 ALG10 ALG14 ALG2 ANO8 AP3D1 APBA2 APOA1 APOM ATP2A2 AVPI1 B3GNT2 BTG2 C15orf61 C2orf88 CBX4 CCDC14 CCDC88A CCNC CCPG1 CDH19 CDK2AP2 CDR2 CDRT4 CDSN CDX1 CFAP54 CHPF2 CHST12 CLDN9 CLINT1 CNPY2 COL13A1 COPB2 COPZ1 COPZ2 CRYGC CST3 CXXC4 CYB561 CYBA CYP11B2 DENND6B DERL1 DHRS9 DYSF EDEM3 EIF2AK3 EIF3J EIF4E3 ENKD1 EVI5L FAM114A1 FAM8A1 FBH1 FEZ1 FGD5-AS1 FUT10 GABARAPL1 GALNT2 GCHFR GLG1 GMPPB GORASP2 GP1BB GPAA1 GPR35 GPX3 GSTP1 H2AC8 H2BC5 H2BC6 HHIP HM13 HR ICAM2 IDE IFI27L1 IGHM IGKV3-20 IGLV4-3 IGLV4-60 IL17RB ISG20 ITFG2 KLHDC2 LINC00347 LRIG1 LYSMD3 MAGEF1 MAN1A1 MCEE MIR22HG MTMR9LP MYDGF MYEOV NDUFB4 NEDD9 OAF OSTC P4HA2 PAPSS1 PCTP PDIA5 PHGDH PI16 PLK5 PPCDC PRDX4 PREB PRKAR1B PRKRA PSAT1 PSMC2 PTP4A2 PTPN23 PTPRS RAB5A RANBP9 RAPGEF2 RASSF8-AS1 RGS2 RLN3 RNGTT RPL23AP53 RPS27L SCN4A SEC23B SEC24A SEC61G SEC63 SERPINB10 SETDB2 SFTPD SGK1 SHB SIL1 SLC16A14 SLC1A5 SLC26A1 SLC35B1 SLC39A8 SLC43A1 SLC45A4 SMC5-DT SMPDL3B SPACA9 SPCS1 SPCS3 SRPRA SSR1 ST6GAL1 STARD5 STOML1 STX5 SWT1 SYNE2 TARS3 TCEAL9 TECR THAP3 TLX1 TMED9 TMEM184B TMEM208 TMEM214 TMEM39A TMEM88 TNNT2 TP53I3 TPD52 TPP2 TRAM2-AS1 TSC1 TSPAN1 TSPAN4 TXNDC15 UAP1 UBA5 UBXN10 UGGT2 USP32 VAT1 VRTN WDR45 YPEL1 ZKSCAN2 ZMYND10 ZSWIM6 GSE12366_PLASMA_CELL_VS_NAIVE_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12366_PLASMA_CELL_VS_NAIVE_BCELL_DN ACTR3 ADCK2 ADD3 ADPRM AMMECR1L ANKRD13A AP1G2 APH1A ARAP2 ARHGAP15 ARHGAP45 ARHGEF6 ARID1A ARID4B ARL11 ARNT ARRDC2 ATAD2 ATP5MC2 ATP8B1 ATXN7 BANF1 BDP1 BTF3L4 BTK CBLB CCDC50 CCNG2 CCR6 CDK3 CDK5RAP2 CELF1 CEP68 CEPT1 CFL1 CHMP7 CNOT8 CR2 CRKL CRYBG1 CTDSPL2 CYBB DCLRE1C DDX21 DDX60 DENND3 DHX15 DNASE1L3 DPEP2 DR1 EEA1 EEF1A1 ERLIN1 FAM43A FBXO41 FCER2 FCHO1 FGR FIGNL1 FRYL FXYD5 GABBR1 GARRE1 GDI2 GM2A GMFG GMIP GNB4 H4C3 HERC6 HK1 HNRNPDL HNRNPK HNRNPL HNRNPR HNRNPU HOOK3 HSF5 IFNGR1 IL6 INPP5D INTS15 IRF8 ITGB2-AS1 ITSN2 JAM3 KLF2 KPNA5 LARGE2 LARS1 LBR LFNG LILRB1 LINC01138 MBNL1 MBNL3 MBP MCM5 MDN1 MED14 METTL8 MIR600HG MKNK2 MYADM MYC MYH9 NFKB2 NUB1 OFD1 OPN3 OSBPL11 PARP14 PARP15 PAWR PGS1 PHC2 PIP4K2B PLEKHG1 POTEKP POU2F2-AS1 PPP1R18 PRKCE PRR13 PTBP3 PTEN PTPN6 PTPRC PUM3 RAB11FIP1 RAB14 RAD51AP1 RASGRP2 RASSF5 RBMS1 RCAN3 RD3 RPL21 RPL22 RPL23A RPL28 RPL36 RPL38 RPL7 RPS16 RPS27A RPS3A RPS6KA3 SASH3 SATB1 SCML1 SEMA4F SERTAD2 SETD2 SH2B3 SH3YL1 SHISAL2A SIK3 SLA SLAMF6 SLC39A10 SNHG6 SNHG7 SNN SNX29 SORL1 SPRY1 SRSF1 ST3GAL1 STAG2 SUPT16H SYNGR2 TAF4 TASP1 TBCB TGOLN2 THAP12 TLR10 TOB2 TPM3 TRAF3IP3 TSPAN13 UBXN2B USP31 UTP6 UVRAG WASF2 XYLT1 ZC3H4 ZC3HAV1 ZCCHC4 ZFP36L1 ZNF276 ZNF395 ZNF512 ZNF518B ZNF573 ZNF652 ZNF655 ZNF736 GSE12366_PLASMA_CELL_VS_NAIVE_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12366_PLASMA_CELL_VS_NAIVE_BCELL_UP AACS AAMP ABCC8 ABHD8 ADA ADGRA3 AGXT AK3 ALG14 ALG2 ALG5 ANKRD65 APBA2 ARFGAP3 BCL2L11 BTG2 C11orf86 C2orf88 CALML6 CCDC105 CCDC14 CCDC88A CCL25 CCNC CCPG1 CDR2 CDRT4 CFAP54 CGREF1 CHST12 CIDEA CNPY2 COPB2 COPZ2 CREBL2 CST3 CXXC4 CYB561 CYTIP DAPK3 DENND1B DENND6B DIO3OS EAF2 EDEM3 EDRF1 EIF2S2 EME1 EMX1 ENSG00000284691 ERGIC3 ERO1B EXT1 FAM8A1 FBXL16 FENDRR FZD3 GARIN5A GEMIN7 GGH GLCCI1 GOLPH3L GPX3 GRAMD2A GSTP1 H2BC12L H2BC5 H2BC6 HBS1L HID1 HMGN3 HTR4 HYI IDH2 IGF1 IGKV3-20 IGLV4-3 IL17RB IRF4 ISG20 ISYNA1 ITFG2 ITM2C KNDC1 KNTC1 LIME1 LINC00293 LINC03011 LMAN1 LMNA LYSMD3 MAFB MAGEF1 MAGT1 MAP2 MAST2 MCEE MEGF8 METTL7A MGST2 MIR22HG MORC4 MORF4L2 MPST MROH1 MRPS31 MTFR1 MTUS2-AS1 MYOM3 NDUFA4L2 NDUFB4 NRBF2 NTNG2 NUPR1 OCEL1 OSBPL3 OSTC PACSIN1 PARP4 PCED1B-AS1 PIGK POU4F1 PQBP1 PRDM15 PRDX4 PRKCI PRRC1 PTAFR RAB2B RAB5A RABAC1 RANBP9 RDX RETSAT RGCC RGS2 RHPN1 RLN3 RNGTT ROBO3 RPN2 RPS27L RTEL1 RTL8C SDE2 SDHA SEC14L1 SEC23B SEC24A SEC61G SELENOM SEMA3C SFTA2 SGK3 SH3D21 SLC10A7 SLC12A1 SLC1A4 SLC35B1 SLC39A7 SLC45A4 SPCS1 SPCS3 SSR2 ST6GALNAC4 STARD5 SYNE2 TCEAL9 TENT5C TIFA TM9SF2 TMED9 TMEM132A TMEM179 TMEM39A TMEM91 TNFRSF17 TOM1L2 TP53I3 TPP2 TRAPPC3 TRPM4 TSNARE1 TSPAN4 UBA5 UBXN10 UNC50 WDR45 WSCD1 YIPF1 ZDHHC8BP ZFAND4 ZKSCAN2 ZNF608 ZNF664 GSE12392_CD8A_POS_VS_NEG_SPLEEN_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12392_CD8A_POS_VS_NEG_SPLEEN_DC_DN ACADL ACSS1 ADORA2B ALDH2 ALOX5AP ANAPC5 ANLN ANXA2 ARHGAP21 ARHGAP22 ARHGEF18 ARL6IP4 ASXL1 ATP10A BCS1L BRCA1 BRD3 BUB1B C16orf54 C19orf38 CCDC89 CCL25 CCR5 CDC25B CDC45 CDC7 CDCA4 CDCA5 CDCA8 CDH1 CDKN2D CDT1 CENPE CENPF CENPM CENPP CENPT CEP152 CEP192 CKAP4 CKB CKS1B CKS2 COL23A1 CUTA CXCR3 CYSLTR1 DAPK1 DEAF1 DEPDC1B DMWD DPP7 DPYSL2 DYNC1H1 DYNLL1 E2F8 ELMO2 ERCC6L FAM117A FANCI FCHO1 FGFR1 FKBP4 FLT3 FNBP1L FOXRED2 FRMD4A FRMD4B FXYD5 GARRE1 GAS2L3 GPR146 GRK6 H2BC3 HACD1 HES6 HIP1R HIRIP3 HLA-B HLA-C IFI44 IFITM3 IMPA2 INCENP INTS3 INTS4 IQGAP2 IRF4 IRF7 ITGB7 ITPK1 JDP2 KCNE3 KCTD14 KEAP1 KIF11 KIF22 KIF23 KIF4A KIFC1 KLRK1 KMT5C KNOP1 KNTC1 KRTCAP2 L1CAM LARP4B LGALS1 LIG1 LMF2 LRATD2 LY6E MAP4K4 MAST2 MCM7 MIER3 MKI67 NAPRT NCAPD2 NCAPH NDRG1 NELFA NEURL1B NLRC5 NRP1 NSD2 OAS1 OAS2 OASL P2RY6 PBK PCLAF PCSK6 PIF1 PKMYT1 PLEC PLP2 POLD1 POLD3 POLR1A PPP2R5A PRIM1 PRKCSH PRR11 PSRC1 PTPA QPRT RAD51C REPS1 RFC2 RFTN2 RNF213 RPL28 RRM2 SAE1 SBK1 SDC3 SEC61A1 SERINC3 SGO2 SHCBP1 SLC25A10 SLC27A2 SLC43A2 SLC5A10 SLFN5 SMC4 SMIM5 SMPDL3A SMPX SNX1 SPAG5 SPN SPP1 SPTBN1 SRGAP2 SSBP2 STAG3 STMN1 SUN2 SYNDIG1L SYS1 TEX261 TIAM1 TMEM106C TOP2A TPCN1 TRIM25 TRIM28 TRIP13 TSPO TTLL12 TXNDC16 VCL VIM VKORC1 WDHD1 XDH ZBP1 ZWILCH GSE12392_CD8A_POS_VS_NEG_SPLEEN_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12392_CD8A_POS_VS_NEG_SPLEEN_DC_UP ABCC1 ABCC5 ACP5 ADGRB1 ADORA2B AGL AGTRAP AGXT AHCYL1 AK2 ALAS1 ALDOA ANAPC2 ANKRD49 ANXA4 APRT ARFGEF1 ARG1 ARL1 ASF1A ASS1 ATG5 AVPR2 BABAM2 BCHE BLOC1S1 BLTP3A C3 C5orf15 CACHD1 CACNB3 CAPG CARD19 CASP9 CBFA2T2 CCR7 CD200 CD38 CDADC1 CDC73 CDK18 CENPB CEP89 CHST3 CLCN7 CNP COASY COL10A1 COPS2 COPS4 CPNE6 CRCP CTF1 CXCL14 CYBB DDT DDX46 DERL2 DLD DNAJA2 DNAJB2 DNAJB5 DNMT1 DSC1 EEA1 ERO1A ESD FABP7 FBXO6 FBXW11 FGF14 FMNL3 FNDC3A FZD8 GALT GBE1 GHRL GLOD4 GNRHR GOLPH3L GPR132 GPR162 GPX2 GPX4 GSTA3 GSTZ1 HAX1 HP HTATIP2 ID2 IDNK IK IL12A IREB2 IRF1 ITK KCNN4 KIAA1191 KIF1B KPNA1 LGALS3 MMP12 MNAT1 MOB1B MOCS2 MSMO1 MVD NCOA6 NDUFA1 NDUFAF1 NINJ1 NKAIN1 NODAL NOS2 NPEPPS NQO1 NRBP1 NTRK3 NUP88 OLR1 PDE1C PGM1 PI4KA PITPNB PLEKHA1 PON3 POU2F3 PPP1R2P1 PPP2R1A PPP3CC PRDM1 PRDX1 PRDX5 PRKCD PSMA1 PSMB5 PTEN PTGES PTGR1 PTK7 RAB10 RANBP9 RASAL1 RASGRF1 RBKS RBPJ RIOK1 RPL31 RPS6KA2 RPS6KB1 S1PR2 SACM1L SCG2 SEL1L SERAC1 SERF1A SGPL1 SHBG SLC22A4 SLC34A2 SLC35A2 SLC4A4 SLC7A2 SMAP1 SPSB1 SRA1 ST6GALNAC1 STX12 STX4 STXBP2 STXBP3 SULT2B1 SURF4 SUSD6 SYNGR1 TAMM41 TAP1 TAPBP TBC1D23 TCEA1 TCIRG1 THAP4 TMEM168 TMEM199 TNNC1 TOR3A TRIM13 TRIM25 TUBGCP4 TXNDC17 TXNRD1 UBR4 UBR7 USP25 VPS25 VPS26A VPS26C ZC3H12C ZNF639 ZSCAN21 GSE12392_CD8A_POS_VS_NEG_SPLEEN_IFNB_KO_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12392_CD8A_POS_VS_NEG_SPLEEN_IFNB_KO_DC_DN ABCC3 ACAA2 ACAD9 ADA ADAMDEC1 ADCY3 ADK ADRB2 ANKRD33B ARHGAP45 ARSA ATP13A3 ATP1A1 AXL BRCA2 BRD4 CASP8AP2 CAVIN2 CBX6 CCND1 CCND2 CCRL2 CD244 CDIPT CDK11B CEBPD CEBPZ CHMP1B CHTF8 CLK2 CNPY2 CPQ CREBBP CSF3R CSTF2 CXCR2 CYTIP DAGLB DDOST DDR1 DDX3X DDX5 DECR1 DHRS7B DHX30 DMRTB1 DTD1 DUSP1 DUSP6 EEF2K EGR1 ELOVL5 EML5 ENTPD1 ETFB EWSR1 FABP4 FGL2 FHDC1 FKBP3 FKBP4 FOSB G0S2 G3BP1 GALNT1 GATM GGCX GGT5 GJB2 GNG10 GSK3A GUCY2D H1-1 H3C7 HIRA HMX1 HSF1 IARS1 ICAM2 IER2 IFI27 IGF1R IL10RB IPO5 ITLN1 ITPR1 JUN JUNB KIT KITLG KLF2 KLF4 KLF6 LAMA1 LGMN LIMA1 LMNB1 LSM2 MAFB MAPRE1 MAPRE2 MED24 METTL3 MLLT3 MRC1 MRFAP1L1 MRPS15 MSI1 MSX1 MYCL NAPSA NDFIP1 NHERF1 NICN1 NID2 NOP16 NPL NPM3 NT5C3B OCIAD1 OPRL1 OSBPL9 PAWR PCNA PFDN2 PIK3C2G PLPPR2 POLA2 POLR1A PPAN PPP1R21 PPP6C PRIM1 PRKDC PTGIS PTK2 PTPN22 PTS RAB3IL1 RALB RAP2A RASSF5 RBM39 RGL2 RGS3 RNF103 ROBO3 RPL3 RPN2 RPS6 RRAGA RRM1 RRP9 S100A4 SAFB SCOC SELPLG SEMA3F SERP1 SERPINB6 SH2D1B SH3GL1 SLC12A2 SLC15A2 SLC16A7 SLC30A5 SLC35C2 SMARCA5 SMARCD2 SMIM11 SNX5 SRSF2 SRSF5 SRSF6 SRSF7 ST6GAL1 ST8SIA1 STAT6 STRAP SUCLG2 SUMO3 SVIL TAF1C THBD TIMELESS TMEM115 TMEM14C TMEM223 TOB1 TPGS2 TSPAN4 UGCG UQCR10 VPS29 VRK1 XRN1 ZFP36 ZFP36L2 ZMYND11 ZNF706 GSE12392_CD8A_POS_VS_NEG_SPLEEN_IFNB_KO_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12392_CD8A_POS_VS_NEG_SPLEEN_IFNB_KO_DC_UP ACOX1 ADAM2 AHCYL1 AKR1B15 ANAPC2 ANXA4 AP3D1 ARFGEF1 ARG1 ATG5 ATXN2 BABAM2 BOLA2 C5orf15 CACNB3 CAMLG CAPG CD300C CHCHD7 CHMP5 CMTR2 CNOT2 COA6 CORO1B CPEB2 CPNE6 CREBRF CREG1 CSTB CTBP2 CTSB CTSV CYB5A CYBB DCAF12 DDAH2 DDT DDX52 DERL2 DNAJC2 DNASE1 DNMT1 DNMT3A DRAM2 DYNLRB1 ECHS1 EHMT2 EIF2AK2 EIF3A EIF3C EIF3M ELP2 ENO1 ESD EVL FAM89B FBXO6 FOXRED1 GALNT2 GBA1 GCLM GLG1 GNG4 GPC1 GSTA3 HHEX HLA-C HMGCL HMOX1 IL12A ING4 IRF1 KDM3B KIF3C LAT2 LGALS1 LGALS3BP LIMA1 LIPE LPL LRRC8C LSG1 LSM1 LXN LY6D LY9 M6PR MAD2L1BP MAK16 MAP4K3 MAT2B MEN1 MITF MKLN1 MMP10 MMP12 MOCS2 MOV10 MRPL13 MRPL27 MRPL4 MRPS26 MSL1 MTHFD2 MYH8 MYO5A NAA40 NCOA4 NCOA6 NDE1 NDUFB3 NDUFS3 NIT1 NIT2 NMT1 NOS2 NPC2 NR2C1 NUDT1 NUP88 OSBPL11 PAM16 PARK7 PCYOX1 PDE6D PFKL PFN2 PGAM1 PI4KA PISD PJA1 PKD2 PKM PLD1 PLPP3 POLR2G PON3 PPP3CC PRDX1 PRDX6 PRKDC PROCR PRPSAP1 PSMA1 PSMB5 PSMD1 PSME1 PTCD2 PTGR1 RANBP9 RARS2 RERE RFK RHOQ RIN2 RNASET2 RNPS1 RP9 RPRD1B RTRAF SACM1L SCPEP1 SGK1 SH2B1 SIAE SIRPA SOCS2 SPART SPSB1 STAB1 STAT1 SWAP70 TACR2 TAP1 TAPBP TBC1D23 TBCA TBCEL TCEA1 TCF12 TMEM230 TNFRSF21 TOMM7 TOR3A TPI1 TRAF6 TRAPPC1 TUBGCP4 UCHL1 URI1 USP18 UTP3 VPS26B VPS26C VPS41 VTA1 XPA YIPF5 ZBTB7B ZZZ3 GSE12392_IFNAR_KO_VS_IFNB_KO_CD8_NEG_SPLEEN_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12392_IFNAR_KO_VS_IFNB_KO_CD8_NEG_SPLEEN_DC_DN ACAA2 ACE ACOT2 ACTR3 ADAMDEC1 ADAMTS1 ADORA2B AMY2A ANXA2 AREG ARL2BP ASL ATP1A1 BASP1 BATF BCL2L11 BGN C12orf43 C5 CARHSP1 CASK CCRL2 CD19 CD80 CD93 CDC42EP4 CDC6 CDT1 CEBPZ CEL CELA2A CETN1 CFHR2 CLPS CLU CMTM6 CSF3 CST8 CTPS1 CTRB2 CXCL2 CXCL3 CYP1B1 CYTH1 CYTH2 CYTIP DAGLB DDR1 DIAPH1 DMBT1 DUSP16 DUSP2 EHD1 EIF4ENIF1 ELANE ELF3 ELL2 ELOVL5 EMP1 EPS8 ERGIC1 ERRFI1 ETF1 ETFB EZR FAM110A FGFR3 FLII FMNL1 FOSB FOXN3 FPGS G0S2 GATM GHRL GNRHR GPX3 GRIN2B H1-1 HCN3 HFE HGFAC HIVEP2 HLA-DMB HMGB3 HMGCS2 HOPX ID3 IL1R2 IL4R IL6 INPP5A INPP5D ITPKB KRTDAP LAPTM5 LIFR LMNA LMNB1 MADCAM1 MAPK6 MAPK8 MAPRE1 MCM4 MIDN MMP8 MPO MRC1 MSH5 MT1E MYCL NAB1 NAPSA NDEL1 NDST1 NDUFB2 NEUROD4 NFKB1 NFKBIA NFKBIZ NHERF1 NIPSNAP1 NOCT NOTCH4 NR4A1 ODC1 ORM1 OVGP1 PABPC4 PATJ PAWR PCDHA13 PIM2 PLAUR PLD4 PLK2 PNMT PNPO POLR1A PPP1R2P1 PRPS1 PTPA PTPN22 PTPN23 PTPRE PXN RABEPK RALB RAP2B RASIP1 RDH11 REG1A REG1B REG3A REG3G RGCC RGS3 RHD RNASE1 RPS6KB1 RRAD RRS1 SCT SEC61A1 SELPLG SFR1 SH2D1B SIPA1L2 SIT1 SLC25A20 SLC7A5 SMARCAD1 SMPDL3A SMS SOCS3 SORBS1 SPTBN1 SRGN SRP9 SRSF6 SS18L2 ST3GAL6 STK10 STK24 STK40 SVIL SYK TAL2 THBS1 THBS3 TIE1 TMC6 TNIP1 TRIO TUBA1C UGCG VPS37B WASHC2A ZFAND2A ZG16 GSE12392_IFNAR_KO_VS_IFNB_KO_CD8_NEG_SPLEEN_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12392_IFNAR_KO_VS_IFNB_KO_CD8_NEG_SPLEEN_DC_UP AGFG1 AHRR AKAP8L ANKRD11 ANKRD28 ARL5B ATF3 B3GAT2 B4GALT5 BAG3 BFAR BIRC3 BMT2 BRWD1 BTG3 C1orf52 CCL4 CCNG2 CDC42 CDC42EP3 CDC73 CDK17 CEP104 CFLAR CH25H CHKA CHMP1B CHST11 CLDND1 CLK3 CLN8 CNOT8 CNTLN COCH CORO1C CREBRF CSGALNACT2 CTTNBP2NL CTXN1 CYP1B1 CYP51A1 CYTH1 CYTIP DCAF1 DDX21 DEPP1 DNAI1 DNAJB9 DNMT1 DNTTIP1 DSCR10 DTX1 DUSP2 DUSP5 EHD1 EHD4 EIF1 EIF4A1 EIF5A ELF4 ELL2 ENO1 EPN3 EPOP ERAP1 ETV3 EWSR1 F3 FAM162A FCHSD2 FGF3 FRMD8 GAS2L3 GATA4 GFPT1 GLIS2 GNA13 GOSR1 GPCPD1 GPR35 HIVEP1 HLA-DPA1 ICAM5 ID2 ID2B IFNGR2 IVNS1ABP JUN KAT6A KDM3A KDM5C KDM6B KLHL28 KPNA4 LGALS3 LINC00847 LINC01128 LINC01532 LINC01686 LRP12 LRRC40 MAFF MAFK MAP1LC3B MAP3K2 MAPK8 MCMBP MED17 MFGE8 MFSD14A MLNR MYPN NAA15 NCK1 NDE1 NDEL1 NEK7 NFE2L2 NPPC OSGIN2 P2RX4 PANK4 PARP6 PDGFB PEDS1 PER2 PHF13 PIM3 PLAUR PPIF PPIL3 PPIL4 PPP3CC PPP4R2 PPTC7 PRNT PTGER4 PTX3 R3HDM4 RAB5A RAPGEF6 RAPH1 REL RGCC RGS1 RIF1 RP2 RPRM RRN3 RSRC2 SAV1 SDC4 SDE2 SEC24B SEMA4C SERTAD1 SERTAD2 SERTAD3 SGK1 SHB SLC16A3 SLC16A6 SLC31A2 SLC38A2 SNHG5 SNX16 SNX5 SP5 SPATA5L1 SPRR2C SRFBP1 STRN3 TAGLN2 TANK TBX19 TMOD3 TNFRSF12A TOB1 TRIM36 TSC22D3 TUBB2A UAP1 UBALD2 USP12 WBP4 WDR33 ZBTB1 ZBTB10 ZBTB21 ZBTB46 ZC3H12A ZC3H12C ZDHHC20 ZFAS1 ZMIZ1 ZNF136 ZNF267 ZNF277 ZNF627 GSE12392_WT_VS_IFNAR_KO_CD8A_NEG_SPLEEN_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12392_WT_VS_IFNAR_KO_CD8A_NEG_SPLEEN_DC_DN AASDH ABCB6 ADRB2 AGPAT5 AIFM1 ALG2 ANAPC4 ANKEF1 ANKMY2 ANKRD36B AP5S1 ARFGAP2 ARV1 ASMTL-AS1 B3GALT4 BMP6 BOLA1 BRD3 C14orf119 C2orf42 CBY1 CCDC97 CCL2 CCS CD209 CDC42SE1 CDR2 CEACAM21 CELF6 CENPBD1P CEP20 CEP57 CEP63 CHTF8 CLEC4GP1 CNP COL23A1 COLCA1 CPA3 DCTN5 DEF8 DGLUCY DMAP1 DNAJC5B DSTYK EEF2K EEF2KMT EFCAB14 EI24 ELAC1 ELP1 ENPP6 ENTPD6 F9 FAF2 FAM13B FBXL19 FBXL4 FBXO5 FCHSD1 FRAT2 G6PC3 GIMAP7 GOLGA8H GPR65 GRAP GRHPR GYPC HCLS1 HDAC4 HHEX HLA-DRB4 HNRNPD HSD17B12 HSPA1A HSPB8 IFITM1 IL23R JADE2 KIAA0232 KLRF1 LAMB2 LBH LCMT2 LINC00888 LINC00899 LINC00957 LINC01116 LINC02604 MED22 MEPCE MFSD11 MINDY1 MIR22HG MOB1A MOCS2 MRFAP1L1 MTCH1 MTMR9 NAA60 NACC2 NAXD NBAS NBR2 NDN NKAPD1 NSL1 NUP210L OCEL1 OST4 PATZ1 PCYOX1 PEX11B PEX6 PHF14 PIGV PIH1D1 PIP5K1B PMS1 PNRC2 POC5 POLR1B PPIL1 PPP4R3C PRMT7 PSMC5 PSMG3 PTGS1 PTPN18 RAMAC RASEF RBBP9 RCAN1 RECK RFC4 RFLNB RGSL1 RHNO1 RHOBTB2 RHPN1-AS1 RNF139 RPP25L RTP4 RYR2 SETD7 SH3PXD2A SIDT1 SIDT2 SIX6 SLC24A4 SLC27A2 SLC43A1 SLC6A16 SMYD2 SNHG1 SNRNP35 SRSF1 SS18L2 STRADA STX16 TBCD TCTN3 TGS1 THAP9 TMBIM4 TMEM109 TMEM129 TMEM184C TMEM65 TOR1AIP1 TRAPPC4 TRIM25 TRIM32 TSC1 TSHB TTC13 TUBGCP3 TWNK UBAC1 UCP2 UNC13B VPS16 VPS28 WDR24 WDR53 XPA YAE1 YIPF1 ZC3H7B ZC3H8 ZKSCAN4 ZMYM1 ZNF438 ZNF532 ZNF581 ZNF688 ZNF691 ZNF880 GSE12392_WT_VS_IFNAR_KO_CD8A_NEG_SPLEEN_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12392_WT_VS_IFNAR_KO_CD8A_NEG_SPLEEN_DC_UP ABCB1 ABHD6 ADAMTS10 ADGRG6 AEBP2 ANXA3 AP1S2 AP3M2 APP ARAP2 ARHGAP39 ARHGAP6 ARRB2 ARRDC2 B4GALT1 BASP1 BCL2L12 BIRC2 BRPF3 CAMKMT CARD11 CARD6 CARMIL1 CASP1 CASP4 CASS4 CCDC88C CCRL2 CD300A CD5 CDC42EP2 CDC42EP3 CEBPD CFLAR CLEC7A CPSF4 CRLF2 CRLF3 CTC1 CTSD CYFIP1 CYRIA DAPP1 DENND5A DEPDC1B DGKA DMAC2 DONSON EEF2K ELMO1 ESAM EYA1 FBRSL1 FLVCR1 FRRS1 GCNT1 GLDC GPRC5B HCK HMG20A HPF1 HPGDS ICOSLG IFI30 IFIT3 IFITM2 IGLC7 IGSF6 IKZF1 IL21R IL4I1 IL6ST IPO7 ISL1 ITGA4 JAK2 KLHL25 KPTN KRT80 LPP-AS2 LRP1 LRP8 LRRK1 LYSMD2 LYST MAN2A2 MAP3K14 MAPK14 MICAL1 MREG MTMR3 MYO1E MYO1H MYO9B NCALD NCOA3 NDST1 NELFB NFKBIE NHERF1 NHSL2 NOD1 NPC1 NXPE3 OAS1 OTULINL PANX1 PAOX PDCD4 PECAM1 PEX16 PGGHG PGLYRP2 PILRA PLEKHA1 PLEKHG2 PLXND1 PMS2 PNKP POLB PPP1R3B PRDX6 PRKCB PTPN6 PURG RABGAP1 RAP1GAP2 RARG RECQL5 REM1 RGL1 RHOF RMND5B RNF111 RNF114 RPS6KA3 RPS6KA4 RRAS2 RTN1 RUNDC3B RUNX2 RUNX3 SASH1 SASH3 SAT1 SBSN SCNN1G SDC4 SEMA4B SEMA4D SESN1 SETX SIGLEC10 SIGLEC7 SLC12A2 SLC29A1 SLC44A1 SLC6A12 SLFN12L SMAD7 SMIM3 SMIM5 SNORD89 SNX9 SOCS2 SPECC1 SPN ST14 STAG3 STARD5 STARD7 STARD9 STIMATE STING1 STK24 STXBP2 SULF2 SWAP70 SYK SYNGR2 TAGAP TBC1D10C TCF4 TESC TESK2 TMEM131L TMEM170B TMEM273 TMEM71 TNFRSF13B TOX2 TRIM37 UBAC2 UBE2E2 UPF2 USP6NL WRAP73 XPNPEP1 YPEL3 ZNF658 GSE12392_WT_VS_IFNB_KO_CD8A_NEG_SPLEEN_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12392_WT_VS_IFNB_KO_CD8A_NEG_SPLEEN_DC_DN ABCA7 ABCB1 ACE ACOT7 AKAP10 AKAP13 ANKH ANKRD50 APBB1IP APPL2 AQR ARAP2 ARL6IP5 ASB2 B3GNT6 B3GNT8 B4GALNT1 B4GALT3 B4GALT6 BACH1 BCAS1 BCL3 BICRAL BMP2 CASP1 CD244 CD300LB CD47 CD53 CDC42EP2 CDCP1 CDH17 CDK17 CDKN2B CHD6 CHD9 CHKA CLN8 CLPTM1 CMIP CNOT6L CNTRL CR2 CRLF3 CSF1R CYRIA DACT3 DAPP1 DBP DEGS1 DGKD DIAPH1 DSCAM EEF2K EIF5A2 ELK3 ELMO2 ENTPD4 ESCO1 FAM13B FCRL1 FILIP1L GGH GLUD1 GPM6B GPR155 GPR183 GRAP GRPR GSTK1 HACD4 HELZ2 HLA-DOA HLX HSD17B4 HSH2D IFI27L2 IFI30 IFIT1 IFT140 IGSF6 IL21R IL31RA IL7R ITGB3 JAK2 JAK3 JMJD1C KIAA0930 KLHDC1 KMT2D L1CAM LCP2 LTA4H LY9 MAP2K1 MAP3K5 MBIP MDP1 MEGF9 MKRN1 MMP9 MPC1 MRPL33 MSN MTFR1L MYCBP2 MYO1E MYO1F NAPG NAPSA NDST1 NEURL2 NFAT5 NFKBIE NIPA2 NLRP10 NR1D2 NXPE4 OAS2 OSBPL8 PAG1 PANX1 PAOX PDCD1LG2 PDE4DIP PGLYRP1 PHTF2 PIGV PIK3CG PIK3R6 PLAUR PNPO PRKCB PRPS2 PTK2 PTP4A2 PTPN12 PTPN3 PTPRJ PYGL RAB24 RAB37 RAC2 RALGDS RAP1A RAPGEF1 RBM38 RBM43 RGS12 RGS3 RMND5B RNF130 RNF43 RSAD2 RTF1 RUNDC3B S100A10 S100A6 S100PBP SBNO1 SESN1 SESN2 SETD6 SIGLEC10 SIMC1 SLC15A4 SLC16A7 SLC44A1 SLC44A2 SLC6A13 SLCO5A1 SNX30 SORL1 SPIRE1 SSH2 ST3GAL2 STAP1 STK4 SULF2 TAF9B TBC1D4 TEC TEX9 TMEM131L TMEM141 TMEM168 TRMT112 TRPS1 TXNIP USB1 USP18 VAMP4 VOPP1 WDR5B WLS WNK1 XIAP ZNF574 ZNF81 GSE12392_WT_VS_IFNB_KO_CD8A_NEG_SPLEEN_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12392_WT_VS_IFNB_KO_CD8A_NEG_SPLEEN_DC_UP ACACA ACTN1 ADAM19 ADCY4 AGPAT3 AIF1 AJUBA AKR1A1 ALDH2 ALDOA ALMS1 ALS2 ANXA7 AP3S1 ARHGAP42 ARL6 ASAH1 ASAP2 ASB13 ATIC ATMIN ATP5IF1 BCL2L14 C11orf54 C1orf131 C2CD2L C5orf24 CAPN2 CASP6 CBR3 CCDC90B CCNDBP1 CCR9 CD1D CDC25A CFAP410 CISD3 CKB CLUH COA5 COG2 CPD CPT2 CTDP1 CTNNBIP1 CYB5A CYTH1 DBI DCTPP1 DEPDC7 DGKE DHX35 DKK3 DLGAP4 DOCK7 DPAGT1 DUBR EEFSEC ELOA ENPP5 ERP44 EXTL3 FASN FGD1 FGD6 FKBP1A FKBP4 FNDC3B FNIP2 FOXJ1 GAMT GDPD5 GFM1 GFOD1 GFUS GLCE GLOD4 GMPR2 GOLIM4 GPR4 GRK5 GSTT2 GTF2E2 GYS1 HADH HIPK2 HMOX1 HSD17B13 HSD3B7 HTR7 IGF2R IGIP IL11RA INPP1 IRF5 IRF6 ITFG2 ITGAL ITPRIPL2 KCTD12 KCTD6 KIAA1614 KIF5A LDHA LGALS3 LITAF LMBRD1 LRRC14 LUZP1 MAN1A2 MAP3K4 MBOAT1 ME2 MFN1 MPV17 MRPL42 MYCL MYO18A NEK6 NHLRC2 NOP2 NUDT9 OXCT1 PDIA6 PDLIM7 PELO PES1 PHB2 PLAAT3 PLEKHB2 PLXDC1 PMEPA1 POLM PPA1 PPAN PPP1R14B PPP2R1A PRDM5 PRDX2 PTCD2 PUM3 PYGO2 QSER1 RAB39A RABGAP1L RBM17 RCBTB2 REPIN1 RIPK3 RNF169 RTCB RUVBL1 SAV1 SCARB2 SDAD1 SGMS1 SH3BP4 SH3BP5L SIPA1L1 SLC16A1 SLC16A6 SLC25A24 SLC26A6 SLC39A7 SLC66A2 SLC7A8 SPOP SSR4 ST8SIA4 STARD3NL STX3 SYNE1 SYNRG TAF6L TARS3 TCF12 TFDP2 TMBIM1 TMEM183A TOP1 TPST2 TRAM2 TSSC4 TUBB2A TWSG1 TXNDC16 UBTD2 UNC119 UQCRB USP10 USP22 VAMP3 VHL WASHC5 WDFY4 WDR91 ZC3H12C ZCCHC4 ZNF282 ZNF398 GSE12392_WT_VS_IFNB_KO_CD8A_POS_SPLEEN_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12392_WT_VS_IFNB_KO_CD8A_POS_SPLEEN_DC_DN ABHD14B ABHD6 ACKR1 ADAM19 ADAM8 ADAMDEC1 ADCK1 ADGRG5 ALPK2 AP2B1 APOE APPL2 ARHGAP42 ATOX1 BATF3 BCAS1 BCO2 BLK BMAL1 C17orf100 C17orf97 C1orf216 C20orf141 CACNG8 CCR3 CD1D CD7 CD80 CDC14B CDH17 CDK5R2 CDKN2B CELA1 CELA2A CHMP5 CIB2 CLEC1B CLEC4F CLEC6A CSF3 CTF1 CUL9 CYP4B1 DDX47 DECR2 DEFB4A DENND2B DISP2 DKK2 DLG2 DLG3 DLX4 DNAJA4 DOCK7 DTX1 DUS3L DUS4L DZIP1L EFCAB2 EML5 ENPP2 ENPP5 EPB41L3 ESAM ESR1 EXOC6B EYA3 FASLG FEZ1 FEZF1 FKTN FLAD1 FXYD4 FYB1 FZD8 GAB1 GCA GLIPR1 GP2 GPN3 GRIK2 HARS2 HOOK3 HOXA7 HOXC4 ICOS IL17A IRX1 ITGAX JAG1 JMY KCNJ16 KIAA1549 KIF9 KLK8 KLKB1 KYNU L3MBTL3 LPIN1 MAGI1 MALT1 MAPK8IP1 MAX MCCC1 MDN1 MEFV METTL25 MIA MPV17 MPZ MR1 MTFR1L MYO1G NAV1 NCALD NECTIN2 NFAT5 NKX2-1 NTPCR OOSP2 P3H3 PAPSS2 PCDH19 PCMTD2 PDE9A PHB1 PILRB PKD1L2 PLA2G2A PLA2G7 PLPP5 PNLIP PNN PREB PROCR PXDC1 RASSF6 RBMS2 RND1 RPLP1 RPRD1A RPS8 RYR3 S100A3 SCN2A SCN3A SEPTIN8 SESN2 SH3BP2 SH3PXD2A SIRT4 SIX3 SIX4 SKIC3 SLAMF6 SLC10A6 SLC25A13 SLC26A10P SLC26A6 SLC38A2 SNX11 SPESP1 SPIC ST14 STAU2 STIM1 SUN3 SYNE4 TAL1 TBC1D8B TEX101 TGFBI THY1 TLR5 TMEM131 TMEM150C TMEM158 TMEM200C TMEM215 TMEM74 TNFAIP2 TNFRSF17 TNS1 TP53INP1 TREML4 TRIQK TSPAN13 TUSC2 UGCG UNC13B UTP25 VAPB VEGFA VILL ZNF146 ZNF3 ZNF35 ZNF365 ZNF532 ZNF580 GSE12392_WT_VS_IFNB_KO_CD8A_POS_SPLEEN_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12392_WT_VS_IFNB_KO_CD8A_POS_SPLEEN_DC_UP ACADL ACOX3 ACSS2 ACVRL1 AGPAT3 AKR1A1 ALDOC ALMS1 AMMECR1L ANO6 AP1G2 AP3D1 AP3S1 ARHGAP22 ARID2 ARRB1 ARSB ASAH1 ASL ATP6V0E1 B3GALNT2 B3GNT5 BID BRK1 C11orf54 CANX CARD10 CARS1 CCDC93 CCNYL1 CCR9 CCT5 CD44 CDK14 CKB CNR2 COA5 COPS7A CSTB CTBP2 CYTH1 DBNDD2 DENND1B DHRS1 DIP2A DKK3 DMAC1 DPAGT1 DPCD DSEL ELOA ELOVL6 ERO1B ESYT2 EVL EXO5 FAM117A FCHSD2 FDXR FECH FGD6 FKBP2 GALNT10 GALNT7 GGCX GLCE GLIPR1 GPRC5C GTF3C4 HADHB HBS1L HELLS HSP90B1 IFT22 IL15 INSIG2 IPCEF1 ITGAL ITM2C JPT2 KCNK12 KCTD12 LAMTOR2 LIMK1 LNPK LPIN1 LRRC28 LRRC40 LSR LY96 MAP3K4 MAPK1IP1L MAPK9 MGLL MPC2 MRPL54 MRPL58 MRPS21 MTHFR MTIF3 MX2 MYO18A MYO9A NDST2 NDUFA9 NDUFB11 NIBAN1 NUCB1 OAZ2 OSBPL3 OSTC OXCT1 PAFAH1B3 PALS2 PARP12 PHB2 PHC2 PHKA1 PHOSPHO2 PI4K2A PIK3CB PLBD1 PLEKHB2 PLEKHO1 PLPP2 PMM2 POGLUT2 POLR1F PRKAB2 PROSER2 PRR5 PRR5L PSMA3 PTBP2 PTCD2 PTGR3 RAB11A RAB39A RCBTB2 RFXAP RGS10 RIMOC1 RIPK3 RNF7 RPL28 RPS6KA2 RRAGA S100A1 SCARB1 SCARB2 SDC3 SEC63 SELENOI SELENOS SELL SELPLG SEPTIN9 SH3TC1 SLAMF8 SLC25A13 SLC30A7 SLC31A2 SLC33A1 SLC35C2 SLC37A3 SLC41A2 SLC9A9 SNHG6 SNX1 SNX22 SOD1 SPTBN1 SRGAP2 SSR4 SSX2IP STAMBP STMP1 STT3A SUCLG1 SWI5 SYNRG TAF6L TBXAS1 TLNRD1 TMBIM1 TMED2 TNFRSF21 TOR3A TOX4 TRIO TRPV2 TWF1 TXNDC9 UBFD1 UBTD2 USP22 VCP VRK2 WDR3 ZNHIT2 GSE12484_HEALTHY_VS_PERIDONTITIS_NEUTROPHILS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12484_HEALTHY_VS_PERIDONTITIS_NEUTROPHILS_DN ADA AGFG1 AIMP2 ALLC AMPD1 ANKRD60 AQP11 AQP9 ARHGAP10 ARHGAP35 ATP6V0D1 ATP6V1B2 B4GALNT3 BEGAIN BFSP1 CALHM6 CASP6 CBFB CCDC105 CCDC115 CDK5R1 CEP68 CLUAP1 CMTR2 CSRNP2 DBH DDOST DDR1 DDX5 DEFB4A DMC1 DRC3 DSE DYNC2LI1 EFR3A EIF2B5 EIF4B ELAC2 ELMOD1 FAM118B FBXW2 FBXW7 FITM1 FLG2 FLNB FLRT2 FMO5 FOXD3 GCN1 GCSH GFM2 GJA5 GPR141 GRSF1 GTF3C5 HAPLN3 HCFC1 HEATR5B HOXC13 HYKK INPP5F IPO4 ISCU KCNMA1 KHSRP KLK10 KRT26 LDOC1 LY9 MAN2A1 MCUR1 MPP1 MRPL20 MRPL3 NANOS2 NCDN NDRG3 NELFA NIFK NLRP6 NME1 NME7 NSMCE2 PCBP1 PEX2 PGD PIK3R4 PLCXD2 PNLIPRP2 POLE2 PPIA PPP1R15B PPP1R17 PPP2R1B PREP PRKAR2A PRPS1L1 PRX PSMA5 PSMD6 PSMD7 PSME3 PTPRU PYGM RAB3GAP2 RASD1 RBSN RCL1 RFPL3S RHOBTB1 RINT1 RNF145 RNPEP RPAP3 RPP14 SCAMP2 SERTAD1 SHLD2 SLC15A5 SLC23A2 SLC30A9 SLC4A2 SLITRK2 SUGT1 SV2B TAF8 TGFBRAP1 THOC5 TLR8 TMCO5A TMEM185B TMEM19 TNNI1 TOR3A TRIO TRMT10B TRPM3 TSGA13 TTC27 TTC38 TUBGCP4 TXNL4A USP12 USP42 USP6NL USPL1 VAV1 WSB2 XKR8 XPO5 ZIC3 ZNF394 GSE12484_HEALTHY_VS_PERIDONTITIS_NEUTROPHILS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12484_HEALTHY_VS_PERIDONTITIS_NEUTROPHILS_UP ADAM33 ADAMDEC1 ADCYAP1 ANAPC1 APOC4 AQP5 AQP8 ARHGAP29 B3GNT5 BCL2L14 BCO1 C14orf39 CACNA1G CACNG1 CADM1 CCDC112 CCDC159 CD14 CDRT4 CEACAM5 CHDH CHRNB1 CLDN8 CLEC1A CLIC3 CPNE5 CRYGS CSMD2 CYP46A1 DACT1 DENND6B DYNLRB2 EGF ENOX1 EPHA8 EPHB3 EXTL1 FAM110C FATE1 FBLN5 FERD3L FGF18 FKBP6 FRMD3 FTMT GATA2 GDF6 GFRAL GJB1 GNAZ GNG2 GPR27 GPR55 GPR88 GSTM3 HCK HOXA7 HPS3 HSF5 HSPG2 HTR3B IFI44 IFNG IL36RN KLHL23 LAMC2 LCAT LCE3B LIPH LORICRIN LTC4S MDM4 MEP1B MESP1 MFSD2B MFSD6L MIR148A MIR154 MIR205 MIR541 MIR653 NELL1 NEO1 NPHP3 NT5C1B NXPH1 OXTR P2RY12 PACRG PGA5 PKLR PLA2G1B PLA2G4E PLA2R1 PNMA3 PPFIA3 PPFIA4 PRAMENP PRSS27 PTPN3 RAD52 RASGEF1C RASL12 RBP3 RHOD RIMS1 RIN1 RPRM RSPH6A SERPINB12 SERPINE1 SHOX2 SLC6A7 SOX2 SOX6 SPAG11B SSC4D TAL1 TAPT1 TBC1D21 TBXAS1 TBXT TEKT3 TMCC2 TMEM132D TMEM163 TMEM17 TMEM45B TMEM69 TNMD TOMM20L TRIM72 TTC16 UBALD1 USP30 VAPB VWA2 YIPF7 ZBTB16 GSE12505_WT_VS_E2_2_HET_PDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12505_WT_VS_E2_2_HET_PDC_DN ACTR6 ADAM8 ADGRD1 AK3 ALDH1B1 ANKRD61 APOC4 ARF6 ARHGAP29 ARL10 ATG2A ATP13A3 ATP5MC1 ATXN7L2 AXIN2 BHLHA9 BICRAL CCDC96 CCL5 CCZ1 CD68 CD86 CDK5RAP2 CDKL3 CFAP100 CLCA4 CLCN2 CRTAM CRTC3 CSNK2A2 CSTF2T CWC15 CWC25 CYBB DDX19A DHX40 DNAJC15 E2F4 EARS2 EFCAB10 EFCAB9 EHBP1L1 EIF3C EIF4EBP2 EML1 FAF2 FAM114A2 FAM124A FASTKD1 FBXL14 FBXO28 FCGR3A FMNL1 FOXK2 FOXL2 FURIN GABRA6 GATAD2B GNS GPBP1L1 GPS2 GSPT1 GTF2E1 GZMM HOXC10 IFITM3 IL2RG IL3 KRTAP26-1 LACTBL1 LIPE LPAR6 MALT1 MAN2B2 MAP4K3 MAPKAP1 MEA1 MEGF6 MIR218-1 MIR99A MITF MOB4 MPZL1 MRPL20 MST1 MYO6 MYOM1 NAF1 NDUFS5 NFE2 NOP53 NPB NTN4 NUP50 OGFOD2 OS9 OXSR1 PAQR5 PARD6B PCNX1 PDP2 PHLDA1 PIK3R4 PLEKHA5 PNMA3 POLR1D POU2AF1 PTGIS RAB9A RAP1A RASGRF1 RBSN REPS1 RILPL2 RNF144A RNF185 RNF25 RNPEP RPAP2 RPL13 RPL37 RPL37A RPL41 RPS15 RPS27A RPS8 RPUSD3 RUFY2 SASH3 SCLY SIN3A SLC30A8 SLC4A11 SORL1 SPACA3 SRP72 STX8 SUCLA2 TAX1BP1 TBX6 TFIP11 THOC5 TIMM9 TMEM126A TRAF3 TTLL5 UAP1 UBQLN1 ULK2 USP8 UTP3 VAV1 VPS53 ZBTB46 ZFP64 ZKSCAN5 ZMIZ2 ZSWIM4 GSE12505_WT_VS_E2_2_HET_PDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12505_WT_VS_E2_2_HET_PDC_UP ABHD1 ABLIM3 ACKR3 ADAMTS4 ADRB1 ALKAL1 AMPD1 ANKRD60 ARFGEF2 ARHGAP45 ARHGDIB ASIC4 ATG2A AXIN2 B4GALNT3 BAZ2A BTBD6 C16orf54 C1QC CABP5 CACNA1F CASP6 CD27 CDC42EP2 CDH17 CDH8 CHRNG CLEC1B CLEC7A CLTA COL12A1 COL6A1 COMP CYP17A1 DCST2 DLL1 DNAAF11 DUSP28 DYNLT5 DYRK2 EBF2 EMX2 F10 FAHD1 FAM180A FCGR3A FEM1A FFAR4 FGF23 FMNL2 FMO3 FOXI2 GGT1 GNS GRB7 GRIPAP1 GSDMA H6PD HDGFL1 HHIPL1 IGDCC4 IGFBPL1 IL17B IRF7 ITGB7 ITPKB KCNAB1 KL KLRG2 KRT23 LCN9 MDGA1 MINPP1 MIR181D MIR328 MRPL9 NECAB2 NOTCH4 OTOP2 PAF1 PANX1 PAX3 PCNX1 PKLR PLEKHM1 PNMT POLR1D PRELP PRSS42P PTK7 PTPRU RAB20 RHBDL1 RHOG RIC3 RNF123 RPS6KA2 RPS9 RTN4RL2 SACS SAP30BP SIKE1 SLC11A1 SLC16A5 SLC23A2 SMAD3 SPHK1 STX3 TAFA4 TAT TFIP11 TGFBR3 TIFAB TMCO2 TMED8 TRIM66 TRMT10B TSPAN18 UBALD1 UNC79 UNC80 USP18 VPS11 VRK3 WDR12 WDR45B ZBTB4 ZBTB43 ZFP3 ZIC3 ZSCAN10 GSE12507_PDC_CELL_LINE_VS_IMMATUE_T_CELL_LINE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12507_PDC_CELL_LINE_VS_IMMATUE_T_CELL_LINE_DN ABCD4 ABRA ACOT6 ACSF3 ACSS3 ADAMDEC1 ADAMTS14 ADCYAP1 ANK2 ANKRD33 ARL8B ATP2B3 BCAP29 BCO1 BRIX1 BTD BTG1 C1QL4 CABYR CACNG1 CARMIL3 CCDC112 CCNG1 CGNL1 CH25H CIT CLEC4F CMA1 COL16A1 COL1A2 CR2 CRLF3 CSMD3 CTSLP3 DPPA4 DYNC1LI1 EFCAB8 ELOVL5 EPS8 ERN2 ESCO2 GAP43 GCK GDPD4 GIMAP3P GJB4 GKN1 GOLPH3 GPR17 HAND2 HDAC3 HDGFL1 HEATR3 HEPACAM2 HSD3B2 IGF2BP1 IL7 ITGA6 ITGA8 KCNJ11 KCNK2 KCNQ4 KCTD6 KIF15 KIF4A KLB KLHL29 KRT13 KRTAP10-4 LCE3B LEFTY2 LIPH LIPI LTBP3 MACROH2A2 MARCHF1 MC2R MED24 MIR137 MIR181D MIR412 MIR504 MIR541 MIR708 MMP19 MPP3 MRC1 MRPS27 MT-ND1 NAA11 NBEA NCF1 NCS1 NKPD1 NKX2-1 NUP210L OLIG3 P2RY4 PCDHB13 PDE5A PEPD PIGR PITPNB POPDC3 PPFIBP2 PPL PRLH RAB27B RAMP2 RFPL4A RGS7 RHBDD1 RIMS3 RNASEH2B ROS1 RTKN SEZ6L SHCBP1 SHISAL2A SHOX2 SLC19A2 SNX4 SPATA9 STX12 SULT1D1P SUN5 TBC1D16 TBXT TESMIN TMCC2 TMEM45B TMEM69 TMPRSS13 TMX1 TNMD TOMM34 TRAPPC3 TRIM29 TRIM50 TTC9 USP43 USP6NL VNN1 VWA2 GSE12507_PDC_CELL_LINE_VS_IMMATUE_T_CELL_LINE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12507_PDC_CELL_LINE_VS_IMMATUE_T_CELL_LINE_UP ABHD10 ACE2 ACTR3 ADCY8 AMBN ANGPT4 ANKRD34B ANLN ARMCX4 ASNS BBS12 BCAP29 BCAT1 BCL2L14 CBX5 CCDC50 CCNG1 CDK6 CENPC CEP192 CEP76 CGA CKAP5 CLSPN CNTLN COX6B2 CPE CPQ CSF2 CSN2 CUL2 CXXC4 DBF4 DCTD DNAJC25 DPY19L4 ECPAS EDA2R ERRFI1 EXO1 FAM199X FAM43A FAM98B FANCB FANCC FBXO4 FUS GAB2 GAPDH GAS2 GCNT1 GFAP GFPT1 GMDS GP2 GRAMD1C HAUS6 HECTD2 HNRNPLL HSD3B2 ICA1 IFITM2 IKBKE ISG20 KCNK5 KNL1 KPNA2 KTN1 LARS1 LCP1 LGI2 MALT1 MANEAL MANSC1 MCM4 MCM5 MCU MDM2 MDM4 MIS12 MIS18BP1 MRE11 MRPL57 MTBP MTREX MYOF NCAPG NDC1 NET1 NF1 NHLRC2 NUBPL NUDCD2 ORC2 OSGEPL1 PDCL2 PDZK1IP1 PGK1 PHLPP2 PKHD1L1 PLA2G1B PLK4 PLP2 PLS3 PMAIP1 POLK PON3 PPAT PRIM2 PRSS38 PSIP1 PSMB11 RAB39B RAD54L RAP1A RBBP8 RBM15 RNASEH2B RRM1 SCNN1G SEL1L SERPINB12 SERPINC1 SERPINI2 SH3BGRL SLC19A2 SLC33A1 SLC39A8 SLC3A2 SNX16 SPCS2 SRP72 SSR1 TAF15 TCF4 TCP1 TMEM62 TMX1 TNFRSF21 TPI1 TPK1 TRO TSHZ1 TUBGCP3 TUBGCP4 UAP1 UBE2L6 UBIAD1 USP1 USP54 USPL1 UTP18 ZFYVE9 GSE12707_AT16L1_HYPOMORPH_VS_WT_THYMUS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12707_AT16L1_HYPOMORPH_VS_WT_THYMUS_DN ABRA AGTR1 ALPK2 AOAH ASPG ATP6V0C BEGAIN C1QC CACNA1F CACNB3 CCDC148 CDHR5 CHRDL1 CHRNE CLRN3 CTF1 CTNND1 CTRL DAGLB DBH DDR1 DEAF1 DPEP3 DSE DSG4 EPN1 ERN2 F10 FAHD1 FAM168B FAM170B FAS FBXL22 FMNL2 FOXD3 GALNT18 GAMT GARIN1B GEMIN5 GGCX GNG4 GNS GPR20 GRIK4 GRSF1 HCFC1 HNRNPUL1 HOMER2 IGLL1 ITPRIPL2 KCNQ4 KRTAP7-1 LMLN LNX2 MBOAT4 MIR181C MIR202 MIR216A MIR222 MIRLET7B MIXL1 MRO MUC4 MYMK NAF1 NIPAL4 NOL6 NPW NR1H3 NRK NUB1 PARVA PDE3A PHACTR3 PHF2 PLCD1 PLCD3 PLCL2 PPP1R37 PRAME PRLH PROC PRSS42P PTPRU RASL11A RHBG RHOG RNF222 ROM1 RPL7A RRAGD RUNX3 SERTAD2 SETD1A SETD1B SIPA1L3 SLC35E1 SLC45A2 SRY SS18L1 STAT3 STX3 SV2B SYNE2 SYT5 TBC1D8 TBC1D9B TBX4 TMCO2 TMEM125 TMEM132E TMEM45B TMPRSS5 TNNI2 TRAM2 TRAPPC5 TRIM42 TRIM45 TSPAN1 TTC38 TTC9 UBQLN1 UCP2 VAMP2 VTCN1 WSB2 ZBTB8B ZGLP1 ZHX2 ZIC2 GSE12707_AT16L1_HYPOMORPH_VS_WT_THYMUS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12707_AT16L1_HYPOMORPH_VS_WT_THYMUS_UP ACP1 ACSF3 ACTN2 ADCY8 ALG12 AMPH ANK2 ARHGAP36 ASAH2 ASB2 ATP6V1A BCCIP BMPR1B BRCA2 BRD8 BRIX1 BTBD10 CD14 CD177 CEACAM5 CEP57 CFI CHORDC1 CLDN1 CNTNAP4 COPS3 CPNE6 CPQ CRHR1 CSE1L CSF2 CTH CYP8B1 DCLRE1A DENND6B DEPDC1 DNAJB11 DNAJC25 EDA EZH2 FAM124B FAM183BP FTO GALNT6 GAP43 GEM GJA1 GJA4 GRIA3 GRK1 GUCY1B2 GYS2 HELLS HMGB1 HMGN3 HOXC6 IFNG INTS4 JAG1 KCNQ5 KIF14 LCLAT1 LELP1 LIAS LILRB4 LY6S MARVELD3 MECR MIR20A MIR466 MRPL16 MRTO4 NASP NCF1 NF2 NGRN NKG7 NR1H5P NT5C1B NUDT21 NUP155 OXSM PDK3 PES1 PEX11A PEX2 PGD PLP1 PLPP3 PLSCR2 PMAIP1 PNO1 POLA1 PRL PROCA1 PTPN3 RAB27B RAD1 RAF1 RAP2A RCL1 RGS9 RNASEH2B RPL17 RTN4IP1 SAA4 SARNP SCARNA13 SEC14L3 SEPTIN2 SERPINB12 SLC16A11 SNX1 SPAG1 STOM TCEAL8 THNSL2 TMEM165 TMEM198 TMEM30CP TMEM69 TMPRSS11D TMPRSS13 TMX1 TPK1 TSPAN15 TXNL4B UCHL5 USP6NL ZMPSTE24 GSE12839_CTRL_VS_IL12_TREATED_PBMC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12839_CTRL_VS_IL12_TREATED_PBMC_DN ACTN2 ADAL ADAT1 ADCY8 ADGRE4P AGAP2 AGER ALPK2 AMDHD1 ANK2 ANKFY1 ANKRD60 ANKRD61 BAALC C5AR2 CAPZA3 CES2 CLCA4 CLEC3B CNGA1 COL14A1 COX8BP CPEB1 CREG2 CSRNP2 CYB561D1 DDX5 DYRK1B ECT2L ELMOD1 ELN ETV2 FAM114A2 FAM170B FAM83A FAT3 FGD5 FGF23 FHOD1 FILIP1 FOXN3 FRMD6 FUT11 GALP GCN1 GDPD3 GLDN GPC2 GSDME HAVCR1 HEATR5B HECW1 HNRNPH3 IDS IGLL1 KBTBD12 KDSR KHSRP KRT6A LRRC7 MEGF6 MIR181D MIR185 MIR337 MIR376B MIR488 MRAP2 MST1 MTHFD2L MYLIP NAA11 NDOR1 NEUROD2 NGFR NIPAL1 NLK NOS1 NOXO1 NUP210 ODAD4 P2RX2 PAF1 PAQR5 PHOX2B PJVK POLR1D PRPS1L1 PRRT1 PSD4 PYGM RAB6B RGS7 RHBDL1 RNF123 RTBDN SAA2 SEMA3D SF3B1 SLC16A2 SLC20A1 SLC23A2 SLC25A18 SLC27A5 SLC30A8 SLC6A5 SLITRK2 SNX29 SPACA3 SPATA3 SPRR3 STAT3 SUFU TBX6 TMCC1 TNNI3 TRAK1 TRAM2 TRIM40 TSC22D3 TTR VAMP2 WAS WDR33 XKR7 ZBTB44 ZFP3 ZNF483 GSE12839_CTRL_VS_IL12_TREATED_PBMC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12839_CTRL_VS_IL12_TREATED_PBMC_UP ABHD10 ACSF3 ADCYAP1 ADGRG2 ALG8 ANLN ANO3 AOC3 ASNS ATAD1 AXL BEX1 BLM BRCA1 CASQ1 CCDC50 CIT CLNS1A CLSTN1 CLTB CMPK1 COBLL1 COX6B2 CPE CPT1A CRIP2 CRLS1 CRYAA CSN2 DBF4 DDOST DOC2B DUSP14 ECM1 ECT2 EGFL6 ENDOD1 ERGIC1 ERRFI1 ESCO2 ETFDH EXOC3 FAF2 FAM43A FBXW7 FIGNL1 FLG2 FOXI1 FSCN1 GAB2 GAPDH GARIN5B GEMIN4 GFAP GGH GLB1 GNG2 GOLGA8A GORASP2 GPN1 H2AC8 H4C4 HAUS2 HIC1 HORMAD2 HTR3B HYLS1 IFI44 KCNJ4 LAMC1 LANCL2 LGI2 LIF LMAN1 LRRC28 LRRC57 LRRFIP2 MCM8 MEA1 MFSD2A MIF MPHOSPH6 MRPL16 MRPS18B MRTO4 MTFMT NECTIN3 NELL1 NFE2L1 NGRN NIBAN2 NME7 NUP155 ORC4 PANK1 PCDHB10 PCGF5 PDP1 PERP PEX11A PEX2 PHLDA3 PIK3C2G PPP2R3C PRIM2 PSMA5 RAD51B RBL1 RPL5 RPRM SARNP SAV1 SEC23B SHCBP1 SLC25A19 SLC25A33 SLC3A2 SMPD4 SMYD2 SND1 SNX1 SPATA7 SSR2 ST3GAL4 SUMO3 TADA2A TBC1D24 TCEAL8 TENT4A TFG TIAM1 TMED2 TMEM209 TNNT1 TPD52L1 TPSB2 TRIM24 TSPAN15 TTC21B UBE2L6 UNC5B UQCC1 UQCRQ USP44 UTP18 VAMP7 VBP1 ZCCHC8 ZGLP1 GSE12845_IGD_NEG_BLOOD_VS_DARKZONE_GC_TONSIL_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12845_IGD_NEG_BLOOD_VS_DARKZONE_GC_TONSIL_BCELL_DN ABCF1 ABR ACTR10 ACTR3 ALDOA ANAPC15 AP1G1 APPL2 ARHGAP26 ASAP1 ASXL1 ATP5MF AVIL BAZ2B BEX3 BPTF CD22 CD53 CD80 CDCA4 CEP76 CERK CHD3 CHKA CHTOP CLCN3 CLIP2 CNIH1 COMMD4 COX8A CSE1L CSTF3 CTDSP2 DCTN4 DCTN5 DDX27 DDX52 DEPDC1 DNAJB6 DNAJC10 DTYMK E2F5 E2F6 EDEM1 EDRF1 EGR3 EIF2B5 EIF3B EIF4E EIF4H ELAVL1 ELF4 EZR FARSA FAS FBXO46 FDPS FUBP1 GARS1 GEM GNRH1 GRHPR GSTP1 H2BC9 HIKESHI HLTF HMGN1 HNRNPF HNRNPM HPS1 IFT27 IL4R INTS6 IPO7 ISG20 ITPKB KCNMB3 KDM1A KLHL23 LAGE3 LCP1 LHFPL2 LIG1 LNPEP LPIN1 LRCH3 LRRC31 MAP4K1 MAP4K5 MARCKSL1 MBNL1 MCM5 MDH1 MFHAS1 MON1B MRPS16 MSH2 MTF2 MYL6B MYO1E MYO9A NAA16 NAB2 NASP NAT10 NAXD NDUFAF7 NFKB1 NFYB NKTR NLK NOL9 NUDCD3 NUDT21 NUTF2 OAZ1 OXTR PALS1 PARP1 PBLD PCNT PDCD11 PEG10 PFAS PFKM PHB2 PHF7 PISD PITPNC1 PLXNB2 PMCH PMF1 PNN POLDIP3 POLE PPAT PPM1G PPP1R7 PRDX6 PRKDC PRPF39 PSMC1 PSPH RAB11A RABGAP1L RANBP1 RBBP4 RBM10 RBM23 RBM42 RFC2 RGS1 RGS10 RHOG RMI1 RMND5A RNF8 RPRD1A RPS6KA1 RRAS2 RSRC2 RUFY3 SCARB1 SEPTIN2 SERBP1 SERF2 SGMS1 SKIL SLC43A1 SNTA1 SNU13 SNX1 SNX5 SPTAN1 TCTN1 TEX10 TFDP1 TLCD3A TOP1 TRAIP TUBA3C TUT4 U2SURP UBE2G1 UBE2S URM1 USP10 VDAC2 VGLL4 VPS37C WEE1 YBX1 YEATS2 ZKSCAN7 ZMIZ1 ZNF117 ZNF195 ZNF254 ZNF85 GSE12845_IGD_NEG_BLOOD_VS_DARKZONE_GC_TONSIL_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12845_IGD_NEG_BLOOD_VS_DARKZONE_GC_TONSIL_BCELL_UP ABCA5 ABHD14A ADAM28 ALDOB APH1B ARID3A ATP6AP2 ATXN7L1 BAIAP3 BCKDHA BHLHE41 BLVRA BMS1P20 BTD BTN3A1 BUD23 C10orf95-AS1 C11orf24 C11orf80 CAPN3 CASP7 CASP8 CD151 CD63 CD86 CDK16 CENPB CERS6 CFLAR CLCC1 CLIC3 CNPY2 CREB3L2 CRY1 CRYL1 CTC1 CTDP1 CTIF CTSF DECR1 DIDO1 DIPK1A DNAJC3 DNASE2 DOC2B DOK2 DPM3 DRAM1 DYRK4 ECHDC2 EIF2B3 EPHB6 EPRS1 ETHE1 FAM89B FASTK FGR FHL1 FKBP11 FNDC3A FSTL3 FTSJ1 GAA GNG7 GSE1 GUSBP11 H2AC6 HAX1 HCK HINT1 HLA-A HLA-E HMOX1 HOXB1 HSPA1L ICAM4 IER2 IFNAR1 IGHM IGKC IGKV1-5 IGKV1D-13 IGKV3-20 IGLJ3 IGLV4-60 IMPDH1 IQGAP2 ITCH ITGA3 ITGA4 ITGB7 ITM2A ITM2C ITPK1 JAK2 JHY JRK KLF8 KRT36 LAMC1 LDLR LILRB4 LITAF MAGEA6 MAGED2 MANEA MAP3K5 MAVS METTL7A MYDGF MYL10 MZB1 NAALADL1 NAGPA NHEJ1 NKG7 NLRP1 NOD2 NPC2 NTAN1 NUDT4 NXPH4 PBXIP1 PCDH9 PCK2 PCYT1A PDE8A PDXK PECR PEX16 PF4 PLP2 PLXNC1 PPBP PPIB PPOX PPP1R11 PSME2 PUS7 RALGPS2 RAP1GAP2 RAP1GDS1 RAPGEF1 RASSF1 RETREG3 RETSAT RMDN3 RNF11 RNF126P1 RNF31 RNH1 RNPEPL1 RPN1 RPN2 RPS6KA2 RPS6KB2 RSAD1 S100A11 SCAMP3 SEC61A1 SELPLG SERP1 SFXN3 SIL1 SLC24A1 SLC25A28 SLC7A7 SMAGP SPSB3 SSR4 SUB1 TAGLN2 TAPBP TBX21 TES THAP11 THAP7 TIMP1 TLE1 TLE5 TMEM109 TMEM184B TMEM223 TNFRSF1B TRAF3IP3 TRAPPC3 TRIO UBA7 UCK2 UFC1 UNC93B1 USO1 VIM WDR13 WFS1 YIF1A ZNF706 GSE12845_IGD_NEG_BLOOD_VS_NAIVE_TONSIL_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12845_IGD_NEG_BLOOD_VS_NAIVE_TONSIL_BCELL_DN AGPAT2 AGPAT3 ALDOC ANKRD11 APPL2 ARHGEF1 ARHGEF9 ARID1A ARID5A ASAP1 ASTE1 ATF4 ATG101 B4GALT5 BHLHE40 BTBD3 C1QTNF1 C1orf115 CCIN CCN2 CCNL1 CD22 CD6 CDKN1A CHD3 CHI3L2 CHKA CHL1 CHML CHP2 CHST11 CIC CIRBP CKAP2 CLCN7 CLEC4A CMTR1 CNR2 CRTC3 CSRNP2 CWC25 CYP2R1 CYTH4 CYTIP DACT1 DCAF13 DDC DDR1 DEF6 DENND3 DENND4B DNMT3A DUSP4 EIF4A3 ETF1 FAM169A FBXO41 FILIP1L GADD45A GIT1 GLIPR1 GMFB GNRH2 GTPBP8 GUSBP14 GYPC HGSNAT HK2 HMGXB4 IKZF5 IL6 INVS ITPR3 JAM2 KANSL2 KCNAB2 KDM2A KLF10 KLHL24 KRT14 LASP1 LDOC1 LGALS8 LMBR1L LPIN1 MACF1 MAFF MAPK1IP1L MAPK8IP3 MARCKSL1 MAT2A MATK MBP MED1 MEIS3P1 MFNG MMP17 MMP2 MRPL52 MTCL1 MTMR6 MUTYH NAT10 NCAPH2 NEK1 NKTR NLRP1 NOTCH1 NR1D2 NR4A1 NUDCD3 NUP58 ODF1 OLFM1 PADI1 PCDH11Y PDE4C PDE8A PDP1 PGF PHF1 PHLPP1 PIPOX PLA2G10 PLEKHA1 PLIN1 POLE POLR1B POLR2A PPM1F PPP4R3A PRKRIP1 PROP1 PRR14L R3HDM2 RABEP1 RAD54B RASSF2 RBM23 RBM7 RERE RHOT2 RLF RNF44 RPS6KA1 RSRC1 RXRA SARAF SATB1 SGSM3 SH3BP2 SIK1 SKAP1 SLA SLC35E1 SLC50A1 SLC66A2 SMPD1 SNIP1 SNORA21 SNRNP25 SOX4 SPAG4 SPG7 SPIN1 SRSF11 SUGP2 SYNE1 TACC1 TBC1D1 TENT5A TGFB1 TGFB3 TMBIM4 TMEM109 TNFRSF10D TNFSF13 TNP2 TRIB2 TRMO TTC31 USP8 UTP20 WBP11 WDR74 XRCC2 ZBTB43 ZC3H15 ZNF10 ZNF117 ZNF148 ZNF160 ZNF500 ZNF611 ZNF669 ZNF692 ZNF862 GSE12845_IGD_NEG_BLOOD_VS_NAIVE_TONSIL_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12845_IGD_NEG_BLOOD_VS_NAIVE_TONSIL_BCELL_UP AARS1 ABHD3 ACAA2 ACBD3 ADA ADRM1 AKR1B1 AKT3 ALDOB ALG5 ALG8 AP2S1 AP3B1 ARL2 ARPC1B ASNS ATF6 ATP5F1B ATP5MC3 ATRAID BAIAP3 BAK1 BCKDHA BET1 BSCL2 BSG C11orf71 C11orf80 CAPRIN1 CASP7 CEBPD CHP1 CIAO1 COX7B CPE CTC1 CTSA CXCR3 DAP DNAAF5 DNAJC3 DOK2 DSTN DYRK4 EIF3J ELAC2 EXOSC9 FAM114A2 FAM136A FAS FDX1 FDXR FIS1 FKBP11 FLAD1 FLNA FLOT1 G0S2 G6PC3 GLRX GLRX2 GNG7 GOLPH3L GPKOW GTF2E2 H2BC12L HIKESHI HMGB2 HNRNPC HTATIP2 ICAM2 ICMT IDH2 IFT25 INTS7 ISOC1 ITCH ITFG1 ITGB7 ITM2C JPT1 KLF8 KPNA2 LCP2 LILRB4 LRRC41 LRRC42 LTC4S MAGED2 MAGEH1 MCUR1 MLX MOGS MRPL58 MRPS15 MSL1 MT1E MYDGF MYL12A NCOR1 NDUFA4 NDUFA5 NDUFB2 NDUFB3 NDUFS8 NFE2L3 NIF3L1 NKG7 NOD2 NOP10 NRDC NUDT21 OAS2 OGT OLA1 ORMDL2 PABPC4 PEF1 PITPNM3 PLD3 PPA1 PPIE PPOX PPP1R2 PPP1R7 PRDX3 PREB PRKCD PSMA3 PSMA4 PSMB2 PSMB5 PSMB7 PSMD14 PSMD8 PSME2 RAB8A RAD17 RANGAP1 RASGRP1 RETSAT RHOB RNF126P1 RNF31 RUVBL1 RWDD2A SCAMP2 SCAMP3 SEC14L1 SEC61B SELPLG SERBP1 SF3B5 SLC25A1 SLC25A5 SLC7A7 SMAP1 SMC4 SMCHD1 SNRPA SNRPG SPATS2 SPCS3 SRI SSR1 STOML2 SUMO1 TAP1 TDP1 THAP4 THOC7 TLE1 TM9SF1 TMED10 TMED9 TMEM135 TMEM230 TRAF3IP3 TRAM1 TST TXN UBA1 UBE2L3 UBFD1 UBXN6 UCHL3 UFC1 UGT2B17 UQCRQ USP18 VNN2 VTI1B WFS1 YWHAH ZFAND6 ZNF706 ZNF767P ZNHIT1 GSE12845_IGD_NEG_BLOOD_VS_PRE_GC_TONSIL_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12845_IGD_NEG_BLOOD_VS_PRE_GC_TONSIL_BCELL_DN ACOT7 ACTB ADAMDEC1 AHCY AICDA AIMP2 ALDH2 ANKRD11 ARHGAP26 ARHGEF7 ASB13 ATP8B1 AURKB BANF1 BCL7A BRCA2 BST1 BUB1B C1orf112 CCL22 CCNB1 CD19 CD72 CEP170 CEP43 CGGBP1 CHD3 CHI3L2 CLEC4A CLTC CREG1 CREM CROT CSE1L CSF1R CSTF3 CYP3A4 DDC DNAJC9 DSN1 DZIP3 EIF3B ELAVL1 ERI2 FABP5 FBXO5 FN1 FOXD2 FUCA1 GEM GINS1 GJA1 GNAS GPNMB GRAMD1B GRHPR GUSBP14 GUSBP3 HAUS2 HAUS5 HBEGF HELLS HES1 HIC2 HMCES HMGN2 HMHB1 HNRNPA1 HS2ST1 HTR3A IER3 IGHV5-78 IL21R INSIG1 IPO9 IPP IRAG2 JUNB KANK1 KDM4D KIF23 KTN1 LASP1 LBHD1 LBR LHFPL6 LPIN1 LPP LPXN MAB21L2 MACROH2A1 MAFB MAP3K8 MBP MEST METAP2 MFAP1 MIA MMD MSH6 MTCH2 MTF2 MYB MYO1E NAA38 NAB2 NASP NCBP1 NDC80 NEIL3 NFATC3 NKTR NR1H3 NUDCD3 NUDT1 NUP93 OLA1 PDCD11 PDCL PDGFD PFAS PIK3C2B PKD2 PLXNB2 POLA1 POLE POLR1B PPP2R1A PPP6R1 PRR11 PSMD14 PSPH PTGDS PTPRE RACGAP1 RAD51AP1 RAD51C RAD54B RAD54L RAN RANBP1 RAP2A RARS1 RASA2 RGL1 RGL2 RPL39L RRM1 RXRB SAT1 SC5D SERPINE2 SIAH2 SIK1 SIKE1 SKIL SLC25A3 SLC35E1 SLIRP SMARCA4 SMC2 SMPDL3A SNORA21 SNRPD1 SNTB2 SORL1 SOX4 SPARC SPDL1 SPINK2 STIL STK39 SUGP2 TACC3 TAF5 TFDP1 TIMELESS TJP2 TNFAIP3 TNPO1 TRAIP TSR1 TTC23 TTF2 TUBB TUBB2A UBN1 UBP1 UBQLN4 VGLL4 VNN2 XPNPEP1 YBX1 YBX3 ZC3H15 ZFP36 ZNF160 ZNF331 GSE12845_IGD_NEG_BLOOD_VS_PRE_GC_TONSIL_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12845_IGD_NEG_BLOOD_VS_PRE_GC_TONSIL_BCELL_UP ACAD8 ACBD4 ACOT8 ACSF2 ADAM8 AHSG AKT3 ALG3 ANXA2 ANXA2P2 APOBEC3B ARFGAP3 ASCC3 ATF6 ATP6AP2 ATP6V0E1 ATP6V0E2 ATP8B2 AUP1 BAIAP3 BPNT2 BTD C10orf95-AS1 CALHM2 CBY1 CD27 CD86 CD99 CDK14 CENPB CERS2 CFAP410 CHCHD3 CHMP6 CHST12 CITED1 CNKSR1 CNR2 COG2 COPZ1 COQ2 COQ4 CORO7 CRELD1 CTC1 CTSA CTSF DAP DAPK2 DECR1 DERL2 DIPK1A DNAL4 DPAGT1 DRC3 EBP ECHDC2 EFHC1 EID1 EIF2AK1 EPHB6 ERP29 FAIM FAM114A2 FAM30A FAM89B FBXO2 FDX1 FOXC1 FXYD1 GABARAP GLS GORASP1 GORASP2 GPX7 GUSB H1-10 H2AC6 H2BC12 H2BC6 HLA-J HMGN4 HPCA HSPA13 HSPA1L HSPB1 HTATIP2 IFT52 IGHA1 IGLV4-60 ING4 INS INTS5 IQGAP2 ISCU ISG20 ISOC1 ITFG1 ITGA3 ITGB1 ITPK1 JHY KANK2 KCNQ2 KLF8 LBX1 LCP2 LGALS1 LMAN2 MAGEH1 MCRS1 METTL22 MGAT2 MICU2 MINDY1 MSL1 MT2A MYO1F NAALADL1 NAGPA NAT1 NDFIP1 NDUFA3 NDUFA6 NFE2 OAS2 OSBPL10 PCDHGA9 PCK2 PIEZO1 PIGP PLA2G4C PLAAT4 POMC PPIE PPOX PPP1R2 PPP4R3B PRAF2 PRDM16 PREB PTPN22 PTPRA RAB3A RBKS RCE1 REX1BD RHOB RNF31 RPS6KB2 RRP8 RSAD1 S100A6 SCAMP2 SCAMP3 SCAPER SEC31A SEC63 SECISBP2L SERP1 SGCA SLC25A23 SLC27A3 SLC2A11 SLC35A1 SNAPC3 SPACA9 ST6GALNAC4 STK11 STUB1 SURF1 TBL2 TBX2 TESMIN THAP11 THAP7 THBS3 TINF2 TKFC TLE1 TMED10 TMED3 TMEM184B TMSB10 TP53TG5 TRAM1 TUBGCP4 UAP1 UBXN6 UFC1 UFSP2 URM1 USP18 WDR45 YIPF1 ZBTB32 ZDHHC4 ZFAND6 ZMPSTE24 GSE12845_IGD_POS_BLOOD_VS_DARKZONE_GC_TONSIL_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12845_IGD_POS_BLOOD_VS_DARKZONE_GC_TONSIL_BCELL_DN AACS ABCA11P AGGF1 AGPS AIFM1 AIM2 ALAS1 ALDOA ALOX5AP AP1G1 ARPC2 ASXL1 BACH2 BAZ1B BAZ2B BCL6 BLMH CAPRIN1 CASP3 CCT5 CD53 CD86 CDK19 CEP43 CFAP298 CHTOP CKS1B CLCN3 CLIP2 CNIH1 COMMD4 COX8A CR2 CSE1L CTPS1 CTSH DCPS DCTN4 DCTN5 DCTPP1 DDX56 DENND4A DNA2 DNAJC10 DTYMK E2F5 EDEM3 EHD4 EIF2B2 ELOC ENO1 ERAL1 F8 FADS3 FAF2 FAM120A FAM50B FUBP1 GDPD5 GEMIN2 GOT1 GPN2 GPSM2 GRHPR GTDC1 GTF2E2 HERC4 HIRIP3 HMGN3 HNRNPC HNRNPD IDH2 IMPDH2 IRF8 ISOC2 ITPKB JPT2 KANK2 KCTD5 KHDC4 LAGE3 LCP1 LDHA LNPEP LYRM4 MAP3K7CL MARCHF5 MCM2 MCM7 MDH1 MED20 MFHAS1 MICU2 MKI67 MRPL35 MRPL58 MTERF3 MTMR14 MYL6B MYO1E MYO9A NAA16 NAPG NAXD NCALD NCBP1 NDUFAF7 NEDD9 NKIRAS2 NOL9 NOP2 NUDT21 NUP42 OBI1 OSBPL2 PALS1 PDK3 PGAM1 PISD PKMYT1 PLA2G12A PLIN3 PMF1 PMS2P2 PNN POLE2 POLR3K POP7 PPA1 PPIA PPP1R14B PRCC PRDX1 PRKCA PRKCD PSMB5 PTMA PTTG3P PUS7 QRICH1 RABGAP1 RAD17 RAD54B RBBP4 RBM28 RCOR3 REEP5 RFC2 RNF8 RPRD1A RRAS2 RSF1 RSRC2 RSRP1 RUVBL1 SAE1 SEPTIN2 SERF2 SGMS1 SH2B3 SIAH2 SKA1 SNAPC1 SNRNP200 SNU13 SNX5 SPEN SPTAN1 SRPRA SRSF1 ST14 STAT5B STAU1 SUPT5H SUV39H1 SWAP70 TACO1 TEX10 TFB1M TOP1 TRIM28 TRIP13 TSG101 TUT7 UBA1 UBE2S UBR5 UMPS URM1 USP10 USP34 VGLL4 WDR41 YIPF1 YIPF5 ZNF117 ZNF410 ZNF85 ZWILCH GSE12845_IGD_POS_BLOOD_VS_DARKZONE_GC_TONSIL_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12845_IGD_POS_BLOOD_VS_DARKZONE_GC_TONSIL_BCELL_UP ABCA5 ABO ACAD10 ADA2 ADARB1 AMT ANGEL1 ANKEF1 ANKZF1 ANXA4 AP2B1 ARHGAP24 ARHGDIG ARHGEF5 ARL6IP5 ARMH3 ARSF ASGR1 ASIC2 ATF6B AVPI1 B2M BBC3 C11orf80 C2orf27A CABYR CALML3 CAMK1D CERS6 CHD1L CHRNA9 CIITA CLEC4A CRYAA CRYL1 CTBP1 DENND4B DFFA DGCR2 DIDO1 DOHH DOK2 DPH5 DTNB EEF1B2 EEF1G EMD EML2 ENTPD1-AS1 ENTPD6 ETHE1 FAM120C FBLN2 FHL1 FIS1 FOXO3 FOXO4 GAA GAK GBP2 GCK GFER GLT8D1 GOLGA2 GP1BB GPR132 GPR171 GSE1 H1-3 H2BC21 H2BC6 H2BC7 H4C11 HCK HERC6 HSPA1A HSPA1L ID3 IFNGR2 IFT88 IGKV3-20 IL11RA IL6 INPP5E JAM3 KANK3 KCNA3 KCND3 KDM2A KDM4C KDM5B KLF8 KLRC3 KRT17 LDOC1 LGR4 LIMS2 LIPE LMNA LY6E MAN2A2 MAVS MIA2 MIPEP MLLT1 MPIG6B MSN MTF1 MTUS2 MYCBP2 NAGPA NDRG1 NDRG3 NOP53 NPC2 NR4A1 NRG2 NSA2 PAOX PARP16 PCBP4 PCDH9 PDE8A PDP1 PECR PGGHG PGM5 PIP5K1B PLEC PLXNC1 PODXL2 POGLUT1 PPFIBP1 PYCR3 RAP1GAP2 RBFOX1 REG1A RNF126P1 RNPEPL1 ROS1 RPL10A RPL3 RPL34 RPS17 RPS6KA2 RPSA RSAD1 RUSF1 SAP30L-AS1 SCNN1A SIGLEC7 SIGLEC9 SLA SLC48A1 SLC4A5 SLC66A2 SMAGP SMC6 SPO11 SPRY1 ST3GAL1 SULT2B1 TAPBP TCF20 TELO2 TENT5A TH TIMM50 TMEM109 TNFSF12 TNFSF13 TNNI1 TPP1 TPST1 TRIM22 TSPAN32 TTC9 TTPAL UBA7 UBASH3A UBE2W UBOX5 USP19 USP32 VAMP4 VPS13D WFS1 XKR8 ZFP36 ZNF224 ZNF324 ZNF337 ZNF510 ZNF671 ZNF696 ZSCAN9 GSE12845_IGD_POS_BLOOD_VS_NAIVE_TONSIL_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12845_IGD_POS_BLOOD_VS_NAIVE_TONSIL_BCELL_DN ACSL1 ACTG1 ADGRE5 AKAP13 AKR1A1 ALDOC ALG13 AMT ARID5A ASB13 AVL9 B4GALT5 BASP1 BATF BCAR3 BHLHE40 BIK BLNK BNIP3L BTG1 CABIN1 CALM1 CD19 CD1D CD209 CD55 CFAP20 CHD1 CHL1 CIITA CKAP2 CLASP2 CLK1 CR2 CRTC3 CSRNP2 CYP51A1 CYTH4 DCAF13 DDX47 DENND1B DNM2 DNMT3A DUSP2 DUSP3 EDEM3 EGR2 EIF2AK3 EIF4G3 EIF5 EP300 ETHE1 EZH2 EZR FAM120A FAM30A FBXO21 FILIP1L FOXO3 GALNT1 GAPDH GLA GRB2 GRK5 GSN GTF2I GYPC H2AX HAUS3 HEG1 HMGXB4 IFNGR1 IFT46 IKZF1 IKZF5 IL6ST ILF3 INSIG1 INTS6 IRF4 JARID2 JUN KANSL2 KCNAB2 KDM2A KIF5B KLF9 KLHL18 KPNA1 LGALS3 LMNB1 LMO4 LNPEP LONP2 LPCAT1 LPP LRRK1 LY9 MAD2L1 MAFF MAFG MAP3K5 MAPK1IP1L MAPRE2 MARCKSL1 MAT2A MBNL1 MCM6 MED13L MOB3B MRPL52 MTA1 MTHFD2 MYBL2 NAA16 NAT10 NCL NET1 NFYA NGLY1 NOP2 NR1D2 NUSAP1 OTUD4 PA2G4 PDK1 PELO PGAP1 PLIN3 PLK1 PMS2P3 PPIF PPP1R10 PPP1R16B PRC1 PRKRIP1 PUM1 RASSF2 RBM23 RBM3 RBM48 RIOK2 RNF19B RSRC2 SARAF SBNO1 SCO2 SEL1L SEPTIN6 SFPQ SH2B3 SIAH2 SLC12A6 SLC23A2 SLC25A13 SLC38A2 SLC38A6 SLC39A14 SLC43A3 SLC66A2 SLC9A8 SNAPC1 SPAG4 SPATA5L1 SPEN SPRY2 SRC SRSF11 SUPT5H SYNE1 TAF1D TGIF2 TIPRL TMEM260 TNRC6B TPR TRMO TTC21B TUBA1B TUBB TUBB3 UAP1L1 USP8 UTS2 VASP WBP11 WDR74 YPEL5 ZBED2 ZBTB1 ZBTB25 ZC3H15 ZNF10 ZNF117 ZNF14 ZNF253 ZNF654 ZNF672 ZNF731P GSE12845_IGD_POS_BLOOD_VS_NAIVE_TONSIL_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12845_IGD_POS_BLOOD_VS_NAIVE_TONSIL_BCELL_UP ABCA7 ABCC10 ABHD10 ACBD4 ADA2 AHNAK AKR1C3 AKR7A3 ANKEF1 ANXA4 AP1G2 AP3B1 ARFGAP2 ARHGAP1 ARMH3 ATP10D ATP11A ATP8A1 BCKDHB BTG2 C11orf80 CAPN10 CARF CBR4 CCDC28A CCR7 CD2 CD24 CD28 CD81 CDHR5 CDK14 CLPP CLSTN1 CRYBG1 CST1 CSTB CTSS CXCR4 CYB5A DBP DDX18 DEXI DOP1B DPYSL2 DSG1 DYRK4 EIF3E ELMO2 EMILIN2 EPN2 ETS2 EXOC3 FAM131B FAM50B FARP2 FLNA FLOT2 FMO5 FNDC11 GGNBP2 GLS GLT8D1 GON4L GPR171 GTF2E1 H1-3 H2BC12L H2BC21 H2BC5 H2BC6 H2BC7 H2BC9 H3C8 H4C11 H4C8 HCK HDAC5 HK3 HMGN4 HNRNPU HSDL2 HSPA1A ICAM2 ID3 IER5 IFNGR2 IGHD IGLL3P ITFG2 ITGB7 KCTD7 KIAA0040 KIFAP3 KLF8 KLHL9 KLRC3 KLRK1 LILRB4 LIMS2 MACROD1 MAGEF1 MARCHF5 MARF1 MCPH1 MEGF6 MEGF8 MEOX1 MGAT3 MLLT1 MRM1 MRPL57 MSL1 MX1 MXD4 NAGA NBPF10 NCOR1 NDST1 NDUFS2 NEB NEK9 NEURL1 NPLOC4 NRGN NSUN5P1 NUP43 OGT PALS2 PARP12 PCID2 PCNT PIEZO1 PILRB PIM2 PLD3 PLEK PODXL2 POLDIP3 POMT2 PRKAG1 PRMT2 PYCR3 RAB11A RAB4B RAMP1 RANBP3 RHOB RMND5B RNF126 RNF126P1 RNF141 RNF146 RORC RPL10A S100A4 SERPINI1 SLC48A1 SLC7A7 SMARCAL1 SMIM27 SMIM7 SNHG32 SNX1 SPIB SUPT20H TAGLN2 TARBP2 TATDN2 TBX2 TBXA2R TCL1B TFR2 TGDS TIMP2 TMEM134 TMEM147 TP53 TPP2 TRIB2 TRIM23 TSC22D1 UBTF UCP2 UIMC1 VCL WASHC4 WDR7 WRAP73 ZNF232 ZNF248 ZNF302 ZNF428 ZNF692 ZNF767P GSE12845_IGD_POS_BLOOD_VS_PRE_GC_TONSIL_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12845_IGD_POS_BLOOD_VS_PRE_GC_TONSIL_BCELL_DN ADA ADAMDEC1 ADCK2 AIMP2 ALDH18A1 ANP32B ANP32E AP2S1 ARMCX3 ARPC2 ASPM ATOX1 ATP6V1A AURKB BANF1 BCAR3 BID BIRC2 BRCA2 CALML4 CAMK1 CASP3 CBX5 CCNB1 CCNB2 CCT5 CD69 CDC20 CDC45 CDC6 CDK4 CDKN3 CENPE CEP43 CLASP2 CLTA CSK CTNNAL1 CTSD DCP2 DCTPP1 DDIT4 DDX21 DEPDC1 DHFR DLGAP5 DNMT1 DPP3 DTL DUSP2 EDRF1 EHD4 ENO2 ESPL1 EZH2 FABP5 FADS3 FAM120A FANCI FANCL FEN1 FNDC3B FOXM1 FUCA1 GINS2 GLRX5 GRB2 GRHPR GSN H2AC17 H2AX HMCES HMGA1 HMGB1 HMGN2 HNRNPA2B1 HSPA5 HSPA8 IPO9 ITPR3 JPT1 KANK1 KIF11 KIF15 KIF20A KIF23 KIF4A KLHL18 LANCL2 LGMN LNPEP LPIN1 LPXN LRRK1 MAD2L1 MAFB MAGED1 MANF MAP3K8 MARCHF6 MCM10 MCM7 MCTP2 MDC1 MELK METAP2 MFAP1 MKI67 MME MORF4L2 MRPL35 MTF2 MTHFD2 MYB NANS NCAPD2 NCAPG NCAPG2 NCL NDC1 NFATC2IP NME1 NREP NT5DC2 ODR4 ORC1 PAQR4 PBK PDGFD PGAM1 PHGDH PKD2 PLA2G7 PLIN3 PLXNB2 POLD1 PPIA PPIF PRRC2C PTGDS PTTG1 RAB11FIP1 RACGAP1 RAD51AP1 RAD54L RARRES1 RASA2 RBBP8 RER1 RFWD3 RFX7 RNASE1 RNF103 ROCK1 RPLP0 RUVBL1 SAC3D1 SCAF11 SEC14L1 SEPHS1 SEPTIN11 SF3B4 SFPQ SH2B3 SHCBP1 SKA1 SLC1A4 SLC43A3 SMARCA4 SMC2 SMPDL3A SNTB2 SPAG5 SPATS2 SPC25 SPDL1 SRP54 SRSF1 SUMO4 TACC3 TBC1D4 TERF2 TFDP1 TNS3 TRIP13 TRMT5 TSFM TUBB2A TUBG1 TUT4 UBE2C UBR5 USP14 VGLL4 VNN2 WSB1 XPNPEP1 YWHAE ZNF160 ZNF331 GSE12845_IGD_POS_BLOOD_VS_PRE_GC_TONSIL_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12845_IGD_POS_BLOOD_VS_PRE_GC_TONSIL_BCELL_UP ABCC10 ABHD10 ADCY1 AHSG AMACR ANKZF1 APBB3 ARMH3 ASB8 ASIC2 ATP10D ATP11A BAZ2A BBS9 BTD C11orf21 C11orf68 C12orf29 C6orf47 CA11 CAPN10 CAPN2 CAVIN3 CBFA2T2 CBLC CD180 CD200 CD83 CDK14 CERS2 CES2 CITED1 CLCN4 CLDN7 CLUAP1 CNPY3 COL1A1 CRYAA CSNK1G3 CTBP1 CTDSP1 CTSF CXCL5 DBNDD1 DCAF1 DCHS1 DDHD2 DGCR2 DHPS DOP1B EIF4A2 FAAP100 FAM131B FARP2 FBXW4P1 FEM1B FGF2 FKBP4 FOXJ2 FXYD1 GAP43 GCNT4 GGT1 GLB1L2 GLT8D1 GORASP1 GPATCH1 GPSM3 GRAP2 H1-10 H2AC6 H4C11 HAPSTR1 HDAC5 HLA-B HMGN4 HSD17B8 HSPA1A HSPB1 HTRA2 IFNAR1 IFT88 ITPK1 JARID2 JUN KAT6A KIAA0040 KLF2 KLF3 KLHL9 KLRC3 KRT18 LAMC1 LDOC1 LIPE LRFN3 MAGEA10 MAN2A2 METTL25B MIPEP MRM1 MSL1 MUC7 MUL1 MYBPC3 NAAA NAGPA NCK2 NCOR1 NCR3 NEK9 NENF NSA2 NSUN5P2 NUCB1 NUDT18 OVGP1 OVOL3 P2RY14 PAIP2B PAOX PCBP4 PDK2 PDP1 PEMT PEX14 PHF1 PHKA2 PI4KB PIGO PKD2L1 PODXL2 PRDM4 PSKH1 PTOV1 PTPRU RAB4B RBM7 REX1BD RHCG RHOB RIC3 RNF126 RNF167 RNF220 RPL13 RPL23AP53 RPL30 RPL38 RPS14 RPS18 RPS6KB2 RRAS RRP8 SELL SETD1B SFTPD SH3BGRL3 SH3BP2 SH3BP5 SIGLEC7 SLC12A6 SLC22A7 SLC48A1 SLC4A2 SMARCD1 SNHG32 SNX15 SNX2 SPAG7 TAGLN2 TATDN2 TLE5 TMEM53 TMEM9B TNFRSF1B TP53I11 TRAPPC14 TRIM23 TSHZ2 TSPAN32 TSR2 TTC30A TUBB7P TULP3 TXNL4B UBE2O UBE2Z USPL1 XKR8 ZBTB39 ZMYM3 ZNF324 ZNF428 ZNF510 ZNF532 ZNF692 ZNF7 ZNHIT2 GSE12845_IGD_POS_VS_NEG_BLOOD_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12845_IGD_POS_VS_NEG_BLOOD_BCELL_DN ACAT1 ACO2 ACSF2 ACTG1 ADA AKR1A1 ALG8 ALG9 ANG ANKRD36 ANXA2 ANXA2P2 ANXA5 AP2S1 ARID3A ATP1A1 ATP1B1 ATP1B3 ATP5F1B ATP6V1C1 AURKB BCL2L11 BET1 BFAR BID BIK BLMH BRCC3 BRIX1 CALHM2 CALM1 CALML4 CAPN2 CAPRIN1 CASP3 CAV1 CCNB1 CCNE1 CD86 CD99 CDK4 CDK5 CDR2 CEP97 CFLAR CMAHP CORO1C CORO7 CRELD2 CSF2RB CSRNP2 CSRP1 CTSA DCPS DDAH2 DECR1 DIPK1A DLAT DNAJC24 DNAJC3 DYNLL1 EHD3 EMC2 ENO2 ETHE1 FABP5 FAIM FAS FKBP11 FUCA1 GNG7 GOLPH3 GPX7 GRN GSN GSPT1 GUSBP11 GYG1 HIBCH HIGD1A HMGN4 HSP90B1 HSPA5 IBTK IDH2 IFI30 IGKC IGKV1-5 IGKV1D-13 IGKV3-20 IGLJ3 IGLL3P IGLV1-44 IGLV4-60 IGLV6-57 INTS7 JCHAIN JHY JPT1 KRAS LANCL2 LGALS1 LRRFIP2 LY96 MAD2L1 MAGOH2P MAN1A1 MANF MCM6 MGAT2 MGLL MRPL12 MSRB2 MTHFD2 MTX1 MTX2 MYDGF NCF2 NCL NDUFAF1 NEDD8 NFE2L3 NTAN1 NUCB2 NUDT4 ORMDL2 OSBPL2 PABPC4 PAPOLA PCCB PDIA4 PDIA6 PEBP1 PELO PIGP PIK3C2A PLEKHB1 PPA1 PPIB PRDX1 PRDX4 PREB PRKCD PSMG1 PTCH1 PUS7 RAB1A RAD17 RBBP8 RBM3 RCBTB2 RETSAT RMDN3 RNF34 RPN2 RRM2 RUFY3 RUVBL1 S100A10 SEC13 SEC14L1 SEC61A1 SEC61B SEPTIN11 SHCBP1 SIL1 SLC27A3 SMAP1 SND1 SNU13 SPATS2 SPCS1 SPCS3 SRGN SSR4 STK38 TAP1 TBL2 TFRC TMED3 TMED9 TMEM184B TMEM208 TNFRSF17 TRIB1 TTC38 TUBB TXN UBE2J1 USO1 USP14 VDAC3 XBP1 YWHAH ZBTB32 ZNF706 GSE12845_IGD_POS_VS_NEG_BLOOD_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12845_IGD_POS_VS_NEG_BLOOD_BCELL_UP ADARB1 ADCY1 ADGRF1 AGO4 AGPAT2 ALOXE3 AMACR AMT ANKZF1 ANPEP AP1G2 APLP2 ARHGAP22 ARSF ATP10D B3GAT3 B3GNT4 BCL6 BCL7A BICDL1 BST1 C1QTNF1 CBLC CCL27 CD19 CD2 CD22 CD28 CD40 CD79A CDHR5 CDK10 CEMIP2 CLEC4A CNTN2 CNTNAP2 CNTRL CPS1 CROCCP3 CRTC3 CUL7 DBH DCAF1 DCHS1 DDX27 DDX31 DDX5 DENND4B DGKD DHX16 DTX4 ECEL1 ELP6 EML3 EPB41L2 EVL FAM120C FCER2 FCHO1 FLOT2 GALNS GIMAP5 GUCY2D GUCY2F H1-2 H2AC6 H2BC12L H2BC21 H2BC6 H2BC7 H2BC8 H2BC9 H4C11 HDAC5 HK3 HLA-DRA HMCES HPS1 HTT ICOS ICOSLG IDH3B IGHV5-78 IGSF1 IL17B IL4R INO80D ITGA5 JUNB KDM4D KIAA0040 KIF25-AS1 KLRK1 KMO LDOC1 LGALS9 LIMS2 LRCH4 MAPK8IP3 MBNL1 MED12 MIR622 MMD MMP17 MPRIP MTMR2 MUTYH NAT10 NCK2 NEURL1 NLRP1 NPFFR1 NSMF NUDCD3 NXF1 OR2H1 ORAI3 P2RY14 PACS2 PAIP2B PAN2 PCDH9 PDP1 PENK PHACTR1 PHC1 PHF1 PHLPP1 PIK3C2B PILRB PIP4K2B PKNOX1 PLCG1 PLEKHA1 POLDIP3 POLH POLL POMT2 PPFIBP1 PPM1F PRSS3 RAB20 RAMP1 RANBP10 RASA2 RGL2 RNF220 RPL23AP53 RPS23 RPS27 SARAF SATB1 SCN5A SCRN3 SESN1 SF1 SH3BP2 SIAH2 SIGLEC7 SKAP1 SLA SLC4A5 SLC9A8 SORL1 SPTLC2 SRRM2 STEAP1B SYT17 TBC1D1 TCL6 TCN2 TENT5A TFAP2B TMEM161A TNFSF13 TNFSF14 TNNC1 TPST1 TPT1 TREML2 TRIB2 TSSC4 TTC9 UBASH3A UXS1 VTN WASF1 YBX3 ZFHX2 ZNF135 ZNF266 ZNF324 ZNF334 ZNF415 ZNF428 ZNF516 ZNF592 ZNF692 ZNF767P GSE12845_NAIVE_VS_DARKZONE_GC_TONSIL_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12845_NAIVE_VS_DARKZONE_GC_TONSIL_BCELL_DN AGPS ALDOA ANKRD26 ANP32A ARF3 ARL2BP ASH2L ATIC ATP5F1B BAZ2B BCAS4 BCL2L13 BCL2L2 CCND3 CCT7 CD3D CD59 CDK19 CDK7 CENPI CEP350 CFAP298 CLCN3 CLIP2 CMAS CMC4 CNIH1 CNOT8 COMMD4 COPS5 CRELD2 CRIP1 CSE1L CSTB CYC1 DAP DAZAP1 DCTPP1 DDX23 DDX56 DENND4A DEPDC5 DNAJB6 DNAJC15 DNAJC8 DTWD1 DTYMK ECI1 EIF2B2 EIF3F ELAC2 ELAVL1 ELF4 ELK3 EMC2 EMC9 EMG1 EXO1 FAM216A FAM50B FBXO38 FDPS GCDH GDPD5 GMDS GMPR2 GSTK1 GTF2E1 GTF2E2 H1-2 H2BC9 HERC4 HIKESHI HNRNPM HPS5 HSD17B12 ICMT IDH2 INTS14 IPO7 ITPR2 JPT2 KCNMB3 KIF2C KIFAP3 KIFC1 LAGE3 LAMTOR2 LINC00342 MAP3K7CL MAP4K1 MAPK12 MARCHF5 MDH1 MEN1 MFHAS1 MGAT1 MNS1 MRPL16 MRPS2 MTERF3 MTHFD1 MTREX NAPG NASP NDUFAF7 NECAP2 NFYB NRGN ORC3 OSBPL2 P4HA2 PARP2 PDCD10 PDHX PDK3 PGM1 PHF7 PIGV PIN1 PLEK PLXNB2 PMS2P2 POGK POGZ POLDIP3 POLR2B PPAT PPIH PPP2R5C PRCC PREB PRKCD PSMA2 PSMA7 PSMB10 PSMB5 PSMC1 PSMD4 PSMD8 PSPC1 PSPH PTPN9 RAB33A RAD17 RASGRP3 RBM4 RBM42 RBMX REEP5 REXO2 RGS16 RHOG RHOQ RMND1 RMND5B RPL36AL RTF2 RUVBL1 RWDD1 SART1 SEPTIN2 SERBP1 SKA1 SMIM7 SNX5 SPTAN1 SWAP70 TADA3 TBCB TDRD7 TEX30 TIAM1 TMEM11 TMEM165 TMEM186 TOP1 TPCN1 TPI1 TRRAP TST TUBA1C TUT7 TXN2 UBA6 UBAP2 UBE3C UBR4 UBXN1 UCHL3 UGP2 URM1 WDR77 YIPF1 ZBTB14 ZHX2 ZNF254 ZNF280D ZNF85 ZNHIT1 GSE12845_NAIVE_VS_DARKZONE_GC_TONSIL_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12845_NAIVE_VS_DARKZONE_GC_TONSIL_BCELL_UP ACAN ADRB1 AKAP13 AKAP6 AKT2 AMT ANKRD11 ANKRD36B APBA3 APH1B APRT AQP7 ARHGEF10 ARID3A ARMH3 ATF3 ATF6B ATOH1 AVPI1 BBX BHLHE40 BSDC1 C1orf115 CARD10 CASP2 CASP8 CCDC87 CCN2 CCZ1B CD6 CD83 CDK5R1 CENPB CHI3L1 CHL1 CHRNA9 CLCN4 CLDN7 CLDN9 CLK4 COQ8A CREB3L1 CRYAA CTNND1 CYTH4 CYTL1 DACT1 DCTD DHRS11 DHX9-AS1 DNAH3 DNASE2 DOK2 DRAP1 EDDM3B EIF4EBP1 ELL2 ESYT1 FCF1 FHIP2B FHL1 FNBP4 FOXN2 FOXO3 FYCO1 FZD5 GCK GNA12 GPR153 GPR31 GSAP GSE1 GYPC HCK HEBP1 HERC6 HKDC1 HLA-DQB1 IER2 IGHM IKZF5 IL13RA1 IL36G INSIG1 IRAK3 IRF2BP1 ITPA ITPK1 JAK2 JAM3 JRK KCNA2 KCNQ4 KLF3 KMT5B KRT8P12 LARGE1 LENEP LGR4 LPIN2 LRRC3 LTBP3 MAFF MAN2A2 MANBA MAP3K2 MAPK8IP3 MAPRE2 MARCHF1 MBP MCOLN1 MED13L MEPCE METTL16 MGAT5 MIS18BP1 MSN MTCL1 MTF1 MUC3A MYCBP2 NCOA2 NDEL1 NDRG3 NDST2 NEK1 NFKBIE NPC2 NRIP1 NUMA1 ORAI2 OTUD4 PCDH11Y PCIF1 PCK2 PDK1 PDLIM2 PGAP1 PNRC1 PPARD PPP1R16B PPP1R9A PRSS53 RAB11FIP3 RALGDS REG1CP ROS1 RPL34 RPL39 RPL9 RPS6KA2 RSRC1 RXRA SATB1 SCN3B SFXN3 SLA SLC12A5 SLC66A2 SMYD5 SNX27 SPAG4 SPATA2L ST3GAL1 SULT2B1 TAGLN2 TAOK1 TBKBP1 TENT5A TIMP1 TMBIM6 TMEM109 TNFSF13 TNNI1 TNPO1 TP63 TPK1 TRAF3IP3 TRIB2 TRIL TRIM22 TRIO TRPV5 TSKU UBE2W UNC93A USP25 USP32 VAT1 VPS13C VPS13D WDFY3 WWC3 YJU2B ZEB2 ZNF12 ZNF629 ZSCAN2 GSE12845_NAIVE_VS_PRE_GC_TONSIL_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12845_NAIVE_VS_PRE_GC_TONSIL_BCELL_DN AARS1 ABHD3 ACTR2 ADA ADAMDEC1 AIFM1 ALDH2 ANKHD1 ANP32B ANXA2 AP3S1 APIP ARF3 ARPC1B ATOX1 ATP2A2 ATP5PD ATP6V1A ATXN10 BARD1 BAZ1B BCL6 C1orf112 CAD CASP2 CBX1 CCL4 CCNF CD14 CD27 CD38 CD81 CDC6 CDCA8 CDK2AP2 CFL1 CHCHD2 CHMP4A CISD1 CLSTN1 CMAS COA3 COTL1 COX5A CSNK1A1 CSTB CYRIB DCPS DEK DENR DHRS7B DNAAF5 DNAJC7 DPY19L4 DPYSL2 DTL DUSP9 DUT EIF3J EIF4E2 ENO2 EPRS1 ETFA FABP5 FBXO5 FUCA1 G3BP1 GPR137B GTF2A2 GTF2E2 H2AZ1 H2AZ2 HERC2 HIVEP3 HMCES HMMR HNRNPM HPRT1 HSBP1 HTATSF1 HTR3A ICMT IDH2 IFT25 ILF2 ILK IPP IRAG2 KIF11 KIF15 KIF4A KIFC1 LDHB LPL MACROH2A1 MAGEF1 MAP1S MCM10 MCM7 MCTS1 MDH1 MED14 METAP2 MRPL15 MRPL22 MRPL35 MRPS16 MRPS31 MRPS33 MSH6 MSRB2 MYO1E NAA60 NBR1 NDUFA4 NDUFS6 NDUFV1 NT5DC2 NUBPL NUCKS1 NUP37 NUP93 NUTF2 OAZ2 ORC1 OSBPL9 P2RX3 PDIA6 PFKM PHB2 PKD2 PLXND1 POLA1 POLR3E PPP4C PSIP1 PSMA2 PSMA4 PSMA7 PSMB2 PSMB8 PSMC1 PSMC2 PSMD14 PSME2 PTPN7 PTTG1 RACGAP1 RAD17 RASGRP1 RBBP7 RBX1 RFC1 RFWD3 RPA1 RUVBL1 RWDD1 SAC3D1 SAE1 SCFD1 SDHB SDHC SEC14L1 SEPHS1 SERBP1 SERF2 SKIC8 SLC35A5 SLC43A3 SMC4 SMPDL3A SNRNP200 SNRPD3 SNRPG SON SPAG5 SPC25 SRM SRRT ST14 STAG2 STOML2 STX7 SUGP2 SUMO2 TERF2 TFDP1 TFEC TMA7 TMEM126B TMEM258 TNS3 TOP1 TRIB1 TXNDC9 UBE2C UIMC1 UQCR10 USP7 VAMP8 GSE12845_NAIVE_VS_PRE_GC_TONSIL_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12845_NAIVE_VS_PRE_GC_TONSIL_BCELL_UP AHNAK AKAP13 ALDOC ANGEL2 AP3M2 ARAF ARAP1 ARID5B ARRB2 ATF3 BANK1 BRD4 BTG1 C11orf21 C15orf39 CA9 CAPN10 CCDC7 CDK5R1 CEACAM5 CES2 CGGBP1 CGRRF1 CHD7 CHKB CHSY1 CLEC2B CLK1 CNPY3 CPN2 CRBN CTDSP1 CTNNA1 CYB561D2 CYP1A1 CYP20A1 DAZAP2 DCAF15 DCP1A DDHD2 DDR1 DDX28 DNM2 DNTTIP2 DOCK5 DUSP10 DUSP11 DYNLT1 EGF EIF1AX EIF1B EIF4EBP1 ELK1 EPHB6 EPS15L1 ERLIN2 FAM3C FAN1 FASTK FBXO7 FCGR1A FEM1B FGF1 FMNL1 FRMD8 FXYD1 GNB5 HDHD3 HERC1 HLA-B HMGCR HNF1B IGFBP4 INF2 ING3 INO80B INSIG1 IRF1 IVNS1ABP JADE2 JUND KIF13B KIR2DL5A KLF2 KLF9 KLRB1 KRT14 LCN2 LDAF1 LIN7B LIN7C LY9 LYST MAFF MAN2A2 MAP3K5 MARCHF3 MAS1 MBP MEIS3P1 METTL22 MNDA MOB3B MPPE1 MPZ MRM3 MST1R MUC7 NAT1 NELL2 NME4 NR3C2 NT5E NUP88 OTUD4 PDE8A PDLIM2 PI4KB PIGB PITPNM3 PLXNA2 PPCS PPFIBP2 PPP3CA PRDM4 PRODH PRR5 PTCH2 PTK2B PTPN1 PUM1 R3HDM4 RAB11FIP1 RAB29 RANBP6 RBM12 RGS4 RHAG RIOX1 RPL8 RPLP1 RPS6KA5 RPS6KB2 RPS9 RUNDC3A S1PR4 SAMSN1 SAP30L SAP30L-AS1 SARAF SC5D SCN10A SDHAF1 SEMA4C SETBP1 SH3BGRL3 SIGIRR SIK1 SLC2A3 SLC66A2 SLC6A1 SPRY1 SRC STARD13 STX12 SUSD6 SYNPO TICAM1 TLE2 TLE3 TLK1 TP53I11 TRIL TRMO TUBA1A TUG1 UBE2B UBE2O UBXN1 USPL1 VAMP2 WBP11 WBP2 WDR6 WIPF2 WT1-AS YJU2B ZBTB39 ZNF107 ZNF14 ZNF154 ZNF253 ZNF268 ZNF331 ZNF394 ZNF532 ZNF571 ZNF629 GSE12845_PRE_GC_VS_DARKZONE_GC_TONSIL_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12845_PRE_GC_VS_DARKZONE_GC_TONSIL_BCELL_DN ABCA11P ABCC1 ABT1 ACTR2 ALDH2 ALOX5AP AMZ2 ANP32B ARFGEF1 ARPC1A ATP5F1B ATP5MG ATP5MJ BACH2 BAZ1B BBS1 BCL11B BCL2L2 BCL7A BLM BLOC1S1 BTAF1 C19orf53 C1GALT1C1 C2orf49 C5AR2 CAD CD27 CD3D CDC45 CDC6 CDK19 CDK7 CLINT1 CLPX CLTC COA1 COLEC11 COMMD4 COPS7A COQ4 CORO1B COX10 COX6B1 CTPS2 CYREN CZIB DAP DCTN3 DCTN4 DDX1 DDX41 DENND4A DLAT DNAJB6 E2F5 E2F6 EID1 EIF2D EIF4E EMC6 EMG1 ERP44 FAM32A FAS FAU FBXL12 FBXL7 GLRX5 GLS GNRH1 GPS2 GSTP1 GTF2H1 GUK1 HDAC6 HERC2 HIKESHI HLTF HTR3A IFFO1 IFT57 IGHA1 ILRUN IMP4 KIF2A KIFAP3 KLC1 LARP4 LARP7 LCK LRCH3 MAP3K7CL MED20 MEN1 MICU2 MME MOK MON1B MRPL15 MRPS33 MTMR12 NAA38 NAXD NDUFAF1 NEIL1 NENF NF1 NGRN NKIRAS2 NNT NOL9 NUDT1 NUS1P3 OSBPL11 PCDHA3 PDCD6IP PDHX PDK2 PEF1 PEX3 PLAG1 PLK4 PMPCA PNN POLG2 POLR1HASP POLR2J PSIP1 PSPC1 PTPN18 QPCT RAD21 RALBP1 RBM39 RBM6 RBX1 RCOR3 REEP5 RER1 RERE RETREG2 RFC1 RHOQ RNF103 RNFT2 RPL36A RRP8 SARS1 SCMH1 SEC13 SEC62 SEL1L3 SGPP1 SNF8 SNTA1 SNU13 SPATS2 ST13 STAT5B STK17A STX7 STXBP6 SUSD6 SYBU SYPL1 TANK TBC1D1 TBC1D12 TIAM1 TIMM10B TMEM230 TMEM248 TOR1A TRAFD1 TRAK1 TRMT5 TUBGCP4 UBE2G1 UBE2J1 UBE4A UBR5 UBXN1 UCHL1 UGP2 UQCR10 URI1 USE1 USP7 VAMP2 VDAC1 VOPP1 WAPL WEE1 XCL1 YIPF1 YY2 ZMAT5 ZNF35 GSE12845_PRE_GC_VS_DARKZONE_GC_TONSIL_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12845_PRE_GC_VS_DARKZONE_GC_TONSIL_BCELL_UP ACP5 ADAM8 ADAMDEC1 AHNAK ALDOC APBA2 APOBEC3C APOC1 APRT ARID5A ARMCX1 BANK1 BCAP31 BLK BRD3 BTN3A3 C1orf54 CACNA2D2 CASP1 CCND2 CCR6 CCR7 CD14 CD200 CD44 CD72 CHI3L2 CHST12 CLEC2B CNKSR2 CROT CRYBA1 CSF1R CTSB CXCL1 CXCL2 CXCL8 CYP3A4 DCTD DDIT4 DGLUCY DNASE2 EEF1AKMT2 ENPP2 ENTPD1 EOLA1 EPHB6 ESF1 FAM162A FCER1G FCMR FGD2 FLT1 FNBP4 FNDC3B FOLR1 FOXO3 GAK GLG1 GOLGA2 GOSR1 GPNMB GPR153 GPR183 GPX1 GSAP GTPBP6 GUSBP3 HAO2 HCK HES1 HLA-A HLA-C HLA-E HTR4 ICAM3 IER2 IER3 IFI44 IFI6 IFITM2 IFITM3 IGFBP2 IGFLR1 IGHD IGHM IGLJ3 IL17RA IL6 IL6R IL6ST IMPDH2 IPP IQSEC3 KIF21B KLF2 KMT5B KPNB1 LAMC1 LARS1 LGALS9 LIMS2 LST1 LTBP3 LY9 LYZ MACF1 MAFB MAPK3 MARK2 MBP MED1 METTL8 MT2A MTF1 NAB2 NCOA2 NFKBIA NHP2 NPC2 OAS2 OPN3 PARP12 PCK2 PDE8A PDGFC PEX16 PFDN5 PGAP3 PHACTR1 PHF1 PLA2G2D PLA2G7 PLAC8 PLXND1 POGLUT1 PPP1R16B PRKX PSAP PSENEN PTGDS PTPRK PTPRO QTRT1 RAB29 RALGDS RARRES1 RASGRP2 RBM47 RCVRN REST RGS5 RHOC RNASE6 RNASET2 RPS6KA5 SAP30L-AS1 SCML1 SCN7A SDF2L1 SFSWAP SH3BP2 SIDT1 SKIL SLC16A7 SLC26A1 SLCO1B3 SMAD3 SNORA21 SNX29P2 SOGA1 SP110 SPARC ST3GAL5 STAG3L1 STK10 TAP1 TBC1D9 TGIF1 TLR7 TMEM176B TMSB10 TNFRSF14 TNFSF13 TNPO1 TRHDE TUBB6 TYROBP UBE2L6 UBN1 UGCG WDR55 XPNPEP3 ZBP1 ZFP36 ZNF696 GSE12963_ENV_NEF_VS_ENV_NEF_AND_VPR_DEFICIENT_HIV1_INF_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12963_ENV_NEF_VS_ENV_NEF_AND_VPR_DEFICIENT_HIV1_INF_CD4_TCELL_DN ACE ACSF3 ADGRE4P ADGRG5 ALG8 ANLN ANXA2 ATOH1 BCL2L14 BLM CABLES2 CALHM1 CAPZA3 CCDC153 CCDC96 CD320 CDC34 CDC6 CDH8 CENPI CHAC1 CHRM4 CLSTN1 CNTNAP4 COPZ2 COX5B CPNE2 CRYZL2P CWH43 DDOST DENND6B DEPDC1 DEPDC7 DNAI3 ECT2 EGFL6 EIF6 EMC3 ENDOD1 ERRFI1 ESCO2 ESRRB EXO1 FAM118B FAM178B FAM183BP FAS FCER1G FGFR4 FIGNL1 FLRT3 FOXB1 FSCN1 FZD7 GAPDH GAREM1 GARIN3 GEMIN4 GKN1 GNA15 GPHA2 H2AC4 HAP1 HIC1 HMGB2 HMGN3 HMMR ICA1 ICAM1 ITPRIPL1 JAG1 KCNJ11 KCNJ4 KIF11 KIF4A KLRC1 LRRC59 MCM4 MCM5 MCM8 MPP3 MRPL20 MRPS27 MRTO4 MSX1 MYO1D NDC80 NEO1 NIP7 NME1 NMNAT1 NQO1 NR1H5P OPN3 PGD PGK1 PHLDA3 PLA2G2F PLA2R1 PLPP3 PNLDC1 POLA2 POLR3K PTPRO RAB27B RAD51B RAD54L RALBP1 RANBP1 RBPMS REEP6 RGS12 RGS18 RPRM RRM1 SARNP SDC4 SERPINC1 SERPINE2 SGO2 SHCBP1 SLC14A2 SLC16A14 SLC1A7 SLC22A13 SLC22A8 SMYD2 SPATA7 SPIRE1 SSR2 STXBP6 SYT1 TAF1D TENT4A TFPI2 TMEM198 TMEM217 TNFAIP6 TNFAIP8L3 TNFRSF21 TNMD TPI1 TRIM37 TRIM72 TSHR TSPAN15 TTK UPF3A VMO1 ZC2HC1C ZC3H12C GSE12963_ENV_NEF_VS_ENV_NEF_AND_VPR_DEFICIENT_HIV1_INF_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12963_ENV_NEF_VS_ENV_NEF_AND_VPR_DEFICIENT_HIV1_INF_CD4_TCELL_UP ABLIM3 ADAT1 AFG3L1P ANKFY1 ARID3B B4GALT1 BACH1 BAZ2A BBS9 BICRAL BRAP BTD CCDC93 CD2 CHODL CNGA1 CRIM1 CTNS CWC25 CYLC1 DDR1 DDX23 DEFB4A DHX16 DNAJB9 DNTTIP1 DOP1B EFCAB10 EFCAB9 EHMT1 ERCC4 ESRP2 ESYT2 FAM114A2 FAM169BP FBRS FBXL4 FFAR4 FGL1 FOXN3 FURIN FUT11 FYB1 GGCT GMEB2 GPR65 GRAMD2A GRIPAP1 HARS2 HELZ HELZ2 HMBOX1 HSPBAP1 IL1RAP INPP5D IQCA1 KBTBD3 KCTD1 KDM4B KHSRP KIF2B KIR3DL1 KLHL12 KLHL42 KMT2B L3MBTL3 LRRC19 LRRC7 MAP4K3 MCM3AP MDH1B MECP2 MIR202 MIR488 MLXIP MYF5 NCOR2 NDOR1 NEPRO NFRKB NKAPL NLK NUDCD3 PDE7A PHF20 PIK3R4 PML PPM1K PRAMEF8 PRKCE PRSS58 PTGR3 PTPRE PYGM R3HDM2 RAB40C RAB6B RBM43 RBSN RHOBTB2 RSPO1 SF1 SIKE1 SLC20A1 SLC23A2 SLC35E1 SMAD7 SNED1 SOD3 SPATA6 SPRR3 STAU1 TAFA1 TBXAS1 TLR6 TMCC1 TMEM86B TOMM34 TOR3A TRAK1 TTC5 TXNL4B UBE2B UCP2 USP6NL VPS11 VPS4B WDR33 WIZ ZBTB24 ZC3H4 ZCCHC2 ZFP57 ZFP69 GSE12963_UNINF_VS_ENV_AND_NEF_AND_VPR_DEFICIENT_HIV1_INF_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12963_UNINF_VS_ENV_AND_NEF_AND_VPR_DEFICIENT_HIV1_INF_CD4_TCELL_DN ABCF1 ACOD1 ADCY8 ADGRG2 ANKRD13B ANLN APBA2 ARHGEF17 ASPN ATP10B BEX1 BOP1 BSG CAD CASZ1 CCDC112 CCDC159 CCDC68 CCL4 CDC34 CDC42BPG CES4A CHAC1 CHDH CLSPN CLSTN1 CNTN6 COBLL1 COX5B CPNE2 CRIP2 CUEDC1 CXCL3 CXXC4 DAGLA DDN DLX1 DRD2 DSCC1 DUSP15 EAF2 ECT2 EFTUD2 EGFR EIF2B5 ENO4 F12 FKRP GAPDH GARIN1A GFAP GKAP1 GNA15 GNAL GRWD1 GSTO2 GYS2 H2BC1 HCK HPN ICAM1 IL23A IPO4 ITPRIPL1 KLRC1 KLRC2 KPNA2 LRRC15 MAGED1 MIF MIR448 MLF1 MLPH MRPS10 NETO1 NHLRC1 PCYOX1L PDZK1IP1 PERP PGAM1 PHLDA3 PIK3AP1 PLA2G2E PLEKHM2 PLP2 PLPP3 PODNL1 POLA2 PRDM11 PROC PRR18 PRSS33 PSD PSME2 PTPN5 RAD54L RANBP1 REG3A RGS12 RNASE9 RRS1 SAV1 SCAMP2 SDC4 SERPINE2 SEZ6L SHC1 SIX4 SMYD2 SNX9 SPATA7 SPATS1 SPATS2 SYNPO TBC1D8 TFG THBS1 THOP1 THSD1 TMEM30CP TMEM37 TMEM82 TNFRSF21 TNFSF11 TOMM40 TRIM72 TSNAXIP1 TTC12 TTK TUBB6 TXNL4B UQCRQ XPNPEP1 ZC3H12C GSE12963_UNINF_VS_ENV_AND_NEF_AND_VPR_DEFICIENT_HIV1_INF_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12963_UNINF_VS_ENV_AND_NEF_AND_VPR_DEFICIENT_HIV1_INF_CD4_TCELL_UP ACKR3 ACTR8 ADAM7 AMIGO1 AQP11 ARHGAP10 BACH1 BBS9 BDH2 BDNF C16orf54 CAGE1 CARD6 CASP6 CBFA2T2 CBLL1 CCPG1 CD164 CD40LG CDHR5 CHMP3 CNGA1 COL14A1 COMMD8 CRIM1 CST11 CSTF2T CWC25 CYB5R4 DAB1 DAGLB DIS3L2 DNAJC28 DSP EEIG2 EIF2AK1 ELMOD1 EXTL2 FAM114A2 FAM120B FAM50A FCGR3A FCGRT FRMD6 FYB1 GARIN5A GHDC GIGYF1 GLRB GMEB2 GPR27 H2BC21 H3-3A HAVCR1 HELZ HMBOX1 HMX2 ING5 INPP1 ITGB1BP1 KBTBD11 KCNJ2 KDM5B KLB KLHL1 KLHL12 KLHL42 KLHL7 KRT2 LDOC1 LSAMP MAP3K1 MAP4K5 MCUR1 MRPL9 NCBP1 NEPRO NHLRC3 NID1 NIPAL1 NLK NSMAF NUDCD3 NUDT7 ODAD4 OLIG3 OSTM1 PJA1 PLCXD2 POLR1D POU2F1 PPM1K PPP1R21 PRKACB PTPRA PTS RBM43 RDH14 RRAS2 RTBDN SAG SASH3 SEMA3D SIN3A SLC20A1 SLC23A2 SLC38A11 SLC45A2 SMAD5 SNAPC4 SPATA9 SPINK5 SSBP2 STAT4 TAF7 TASP1 TAT TBX20 TCEANC TLR6 TMCC1 TMEM174 TMEM81 USP18 VPS11 VPS39 WDR33 YJU2B ZBTB24 ZBTB25 ZFP57 ZMYND8 ZNF394 ZSWIM2 ZSWIM4 GSE12963_UNINF_VS_ENV_AND_NEF_DEFICIENT_HIV1_INF_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12963_UNINF_VS_ENV_AND_NEF_DEFICIENT_HIV1_INF_CD4_TCELL_DN ADGRG5 ANLN ANXA10 ATP10A BARD1 BRCA1 C1QL4 CAPZA2 CCDC112 CCNG1 CCZ1 CD14 CDC6 CDH7 CEACAM5 CENPI CEP76 CHST1 CIT CKAP5 CLPX CLSPN CNOT9 COLGALT2 COX5B CPNE2 CSE1L CYP2R1 CYP51A1 DARS1 DBF4 DCDC2 DENND6B DES DRD2 DSCC1 DUSP21 ECPAS ECT2 EGFR EMP2 ETV4 FAM43A FATE1 FGF18 FIGNL1 FKBP6 FMO1 FRMD5 FSCN1 FUS GAP43 GGH GMDS GNA15 GNG11 GRXCR1 GSDME HFE HLF HMMR HSD17B13 IDO1 IGFBP5 INTS4 IPO5 KCTD14 KLF12 KLHL23 KNL1 KPNA2 KPNA3 LGI2 LMBR1 LRRFIP2 MAPK13 MBOAT2 MCM8 MIR148A MIR17 MIR451A MIR543 MIS18BP1 MLPH MRPL57 MYADM MYH4 MYOF NAA50 NAF1 NAT1 NBEA NF2 NHLRC1 NOL12 NQO1 NUP155 NUP160 P4HA3 PANK1 PDIK1L PERP PIK3C2G PLA2G2D PLK4 PLP1 PLXNB2 PMAIP1 PPAT PPM1E RAB1A RAD51B RAD54L RAP1A RAP2A RBM15 RNASEH2B SCTR SDC4 SHROOM3 SKIC3 SLC35F1 SMC2 SMYD2 SOX13 SPCS3 SPINK6 SPIRE1 SPRY4 STT3A TBC1D24 TBX5 TCF4 THSD1 TM4SF1 TMEM17 TMEM229A TPD52 TPSB2 TRIM37 TSNAXIP1 TSPAN6 UBA2 UBAP2 UCMA USP1 GSE12963_UNINF_VS_ENV_AND_NEF_DEFICIENT_HIV1_INF_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE12963_UNINF_VS_ENV_AND_NEF_DEFICIENT_HIV1_INF_CD4_TCELL_UP ADAL ADRA1D AGO1 AK7 AMER1 AMH ARFGEF2 ARIH2 ASB13 ATXN7L1 AXIN1 B4GALT6 BAIAP2L1 C1QC CACNA1F CACNA1H CACNB3 CD3E CDYL CHGB CHRM1 CLCA4 CLCN2 CLCN7 CLDN4 CLTA CRP CRTC3 CYB561D1 DEFB4A DHH DHX16 DLX2 DNAJC5 DYNC1LI2 DYNLT5 EFHD1 EHMT1 FADS3 FAM117B FAM168B FAM50A FAM83A FKBP14 FMNL1 FRMD6 GALNT10 GARIN5A GIGYF1 GLRB GNG3 GP1BA GRAP2 GRIK4 GSTT1 HECW1 HMBOX1 HSPBAP1 IFNGR2 IQCA1 IRF7 IRX4 ISCU ITPKC KCNH2 KCNK2 KLHL42 KRT2 KRT26 KRT6A LPO MEPCE MIGA2 MIR181D MMP16 MOSPD3 NCDN NEU4 NGRN ORAI2 PAF1 PARP12 PARVA PCDHB15 PJA1 PNMA5 PNMT PPFIA4 PRRT1 PRRX2 PTK2B PTPRU PURG RFPL4B RNF123 RPL18 RPS14 RTBDN RTL6 S100Z SALL1 SBF1 SETD1B SFN SIAH3 SIKE1 SIPA1L3 SLC1A3 SLC30A9 SLC35B3 SLC39A3 SMAD3 SMAD5 SP2 SUFU SUN5 TACO1 TAF8 TGFBR3 TH TMEM174 TMEM229B TNRC18 TOR3A TRAPPC5 TREH TRIM26 TRIM42 TRIM52 TSC22D3 TTC38 UBALD1 UBE2J2 WAS WDR33 WWP2 XKR8 ZBTB25 ZBTB4 ZCCHC9 ZSWIM2 GSE13173_UNTREATED_VS_IL12_TREATED_ACT_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13173_UNTREATED_VS_IL12_TREATED_ACT_CD8_TCELL_DN A1CF ABCA7 ACACA ACER3 ADSS2 AHRR AIFM2 APAF1 ARHGAP12 ARHGAP5 ASZ1 ATP9B BCAP29 BLTP3B CASP3 CBFA2T2 CCDC122 CCDC163 CCDC70 CDC14A CENPC CENPF CEP170 CEP192 CEP83 CIBAR1 CLPX CPEB2 CTSD CUL2 CX3CR1 CYSLTR2 DARS1 DEK DHX29 DNAJB2 DNAJC3 DNM1L DTX3 EEF2K EIF2AK4 FAF2 FANCM FBXW11 FOLR2 GNA13 GNL2 GOLGA7 GPR34 GRINA GSPT2 HACD2 HAUS6 HELQ HINFP HNRNPA3 HNRNPD HNRNPLL HOOK1 IDI1 KPTN LAGE3 LARP4 LCN8 LGR4 LY96 MDM2 MFSD6 MIR217 MIR30A MIS12 MMD MPHOSPH10 MRFAP1 MRGPRF MRPL32 NAV2 NEK4 NEPRO NFYA NPEPPS NR4A1 NSMCE2 NUSAP1 ODF2L ORC2 PCGF6 PDE4DIP PHACTR4 PLPP1 PLS3 POGLUT3 POLK POMT1 PPP1R15B PPP1R3B PRDM5 PTGER2 PTMA PVT1 RAD50 RAF1 RFX5 RIBC1 RNF11 RNF115 RNF25 SAMSN1 SBF2 SCN7A SCNN1G SERPINB12 SESTD1 SH3BGRL SHROOM2 SLAMF6 SLC30A6 SLC33A1 SNX16 SRGAP2 TBC1D5 TBC1D7 TBL1X TERF2IP TIAL1 TMBIM1 TMX1 TNPO3 TPMT TPTE TRO UBE2Q2 UHMK1 USP1 USP37 USP46 UTP14A VNN1 VPS33B ZC3H15 ZHX3 GSE13173_UNTREATED_VS_IL12_TREATED_ACT_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13173_UNTREATED_VS_IL12_TREATED_ACT_CD8_TCELL_UP A4GNT AATK ACMSD ADAMTS16 ADAMTS4 ADAMTS7 ADRA1D ALPK3 ANKRD34A ANO7 ANTXRL ARFGEF2 ARHGDIB ARVCF B3GLCT BARX2 C1QTNF2 CCR10 CCS CD163 CDC42EP2 CETN1 CHST1 CLDN14 CLDN18 CLEC11A CNTN2 CXCL14 CYP11B1 DCAF11 DDR2 DIO1 DLL3 DOC2B DPH2 DRAM1 DUOX2 DUSP28 E4F1 EBF2 EMX1 EPHA6 FABP12 FAIM2 FBXO43 FCMR FEM1A FLVCR2 GABRR3 GARIN1B GJA10 GNG8 GPR25 H6PD HAPLN2 HDGFL1 HHIPL1 HOXA7 HS6ST2 HSPB1 IFT88 IGDCC4 IRGC ISLR KCNK1 KCNT1 KIF17 KLHL31 KRTAP4-6 KRTAP5-3 LEFTY1 LEMD1 LMOD1 LRRC7 MAB21L3 MAGEA9 MATN2 MIR183 MIR194-1 MIR302D MOXD1 MRAP MYL4 NHEJ1 NLGN3 NOS3 NPHP4 OSTN PAQR9 PCDHB7 PLAAT3 PNCK POLG PPP1R27 PRDM16 PSD RAPGEF3 RFX4 RFX6 RNF148 RPS9 RTL4 RTN1 SCARF1 SCGB2A2 SCTR SEC16B SLC16A9 SLC35G2 SLC39A3 SNCA SNTA1 SPATS2L SPHK1 SPRR4 ST6GALNAC5 SYP TIFA TIMP3 TMCC2 TMEM184A TMEM217 TPH2 TRIM6 UNC5B URAD VMAC WWTR1 ZBTB8OS GSE13229_IMM_VS_INTMATURE_NKCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13229_IMM_VS_INTMATURE_NKCELL_DN ABCA1 ABCC5 ABI1 ACADM ACBD3 ACP6 ACTR8 ADGRE5 AJUBA AMY2A AMZ1 ANAPC4 ANO8 ANXA7 AP2A1 AP4B1 ASPSCR1 ATP8B2 BET1L BFAR BMPR2 BORCS7 CAPN2 CARD11 CARNS1 CASP7 CATSPERD CCDC88B CCND2 CCNDBP1 CCNJ CCP110 CD180 CDC20B CERCAM CERS4 CHRNE CIAO1 CLCN7 CLN3 CNPPD1 COMMD7 COMMD8 CRYBG1 DAZAP2 DCAF8 DCUN1D2 DDX20 DGKQ DHRS7 DHX16 DHX34 DIPK1A DNAJA2 DPM2 DPYSL2 EFCAB7 EIF4ENIF1 ELAC1 ELMO2 EPB41 ESS2 EZH1 FAM8A1 FBH1 FBXL5 FBXW4 FIBP FUCA2 GANAB GCLM GNA11 GP1BB GPC1 GSE1 H2AC25 HADHA HELQ HK1 HSD11B1 HYCC1 ICAM2 IDS IFIT2 IFITM10 ING1 INPP4A IP6K1 KANSL3 KIF21B KLC1 KLF12 LEF1 LRRC8C MAGI2 MAP3K3 MARK1 MCAM MDC1 METTL3 MFHAS1 MGME1 MTFMT MTRES1 MTURN MYLIP NAALAD2 NAGA NCAPD3 NCLN NDRG3 NDST2 NIPAL3 NKIRAS1 OLR1 OTULINL PAQR9 PARP2 PARVG PCED1B PCGF1 PDIA6 PEX5 PFKP PHF23 PHYHD1 PIAS1 PLAA POLR2K PPM1K PPP1R10 PPP2R5A PPP2R5C PRDM1 PRKCB PRKRA PRPF40B PRUNE1 PTPRC PTPRE QPRT QSOX1 RAE1 RASGRP2 RIC8A RPN2 RSBN1 SENP2 SEPTIN6 SEPTIN9 SHPRH SIRT1 SLC15A4 SLC25A28 SLC27A3 SLC28A2 SLC36A1 SLC39A13 SLC49A4 SLC6A14 SLC7A3 SLK SNRNP70 SNX5 SOAT2 STX2 SYK TAF3 TBC1D20 TCEAL1 TERB2 TERF1 TLE5 TM9SF4 TMEM127 TMF1 TPRA1 TPST2 TRIP6 TSPYL1 TTC30B TTC4 TTC5 UBE3A UGDH UNC50 USP15 USP25 VOPP1 YWHAQ ZC4H2 ZDHHC24 ZFP90 ZKSCAN3 ZNF12 ZNF14 ZNF627 ZNF688 ZNF799 ZSCAN26 GSE13229_IMM_VS_INTMATURE_NKCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13229_IMM_VS_INTMATURE_NKCELL_UP A2M ABCA5 ACSF2 ACTRT2 ADAM12 ADAM8 ADGRG3 ADGRG5 ADH4 AK8 ANO3 APBB2 ARHGEF10 ARMH3 ATP12A BEND7 BFSP2 BICDL1 BLTP2 BRCA2 C11orf16 C19orf81 C2orf73 C4orf36 C8B CA2 CA4 CALR3 CAVIN4 CCDC28B CCDC70 CCKBR CCNE2 CD27 CDH23 CDH5 CDON CES4A CFAP43 CHCHD10 CHEK1 CLCN3 CLVS2 CMTM7 CSTA CTHRC1 CTSF CXCR3 CYB561 CYFIP1 DBF4 DCDC2B DDX21 DKKL1 DLGAP1 DPP4 EGLN3 EGR4 ELMO3 ERICH6 FAM166A FAM205A FAM43A FAM43B FCHSD2 FEN1 FGR FHL5 FIRRE FRMD4B GAS8 GFAP GP2 GPAM GPIHBP1 GPR161 HABP2 HIRIP3 HOGA1 HOXA5 HSD11B2 HSPA5 HSPB2 IGHM IKZF2 IL1F10 IL20RA INSRR IRF4 ITGB3 KAZN KCND3 KCNN4 KIAA1549 KIF1A KIF9 KIT KRTAP3-1 LALBA LGI3 LINS1 LMNTD2 LMX1A LPAR1 MAN2A2 MAZ MBOAT1 MBP MCF2L MCOLN3 MESP1 METTL27 MISFA MMP10 MS4A6A NAT14 NEFH NEURL1 NFATC2 NNAT NOC3L NOL4 NPPA NR0B2 NSG2 OGFR PARP12 PATJ PAX8 PCDHA12 PDCD1LG2 PDGFA PDK1 PDZD9 PENK PHF13 PKN1 PKN3 PKP4 PLCD1 PPP2R3A PRDX6 PSD2 PWP2 PYY RADIL RAI1 RAMP1 RANBP10 RBM14 REN RGMA RIOK1 RNF144A SCN1A SEPTIN8 SERINC2 SGSM1 SHH SHISA2 SIDT1 SLAMF6 SLC24A3 SLC6A13 SLCO3A1 SMCO3 SMCO4 SOX30 SOX6 SPINT2 SRCAP SREBF2 ST8SIA4 STARD4 STK4 TACC2 TBXT TCAF1 TFDP1 TG TLR6 TMEM132E TMEM176B TMEM179 TMEM18 TMIE TNFAIP8 TOM1L1 TRDN TSHZ2 TSR1 TTC9B TUBA8 UBE2H UNC13C USP50 VIPR1 ZBTB18 ZCCHC13 ZNF593 GSE13229_IMM_VS_MATURE_NKCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13229_IMM_VS_MATURE_NKCELL_DN AARS1 AGPAT2 AGPAT3 AIRN AKT2 AMDHD2 AMZ1 ANXA2 AP1G2 AP3B2 ARF1 ARHGEF18 ARHGEF2 ATF6B ATRNL1 B3GNT5 B3GNT7 BAG3 BAIAP3 BLOC1S2 BRINP3 CAMK2N1 CAPNS1 CARD11 CARD19 CCDC17 CCDC88B CD2 CD300LB CDH22 CEP152 CEP250 CERK CHD1L CHMP3 CIZ1 CLBA1 CLCN4 CLIC5 CMA1 CMKLR1 CMTR1 CNPPD1 COL8A2 COX14 CST7 CX3CR1 CYB5R1 CYP11B1 CYTH2 DCAF5 DCLRE1B DECR2 DENND10 DNAAF5 DNAJC18 DUSP8 EIF2AK1 ENPP5 ENTPD1 EPDR1 EPHX1 EXOSC6 F2RL2 FANCG FAT4 FBXO46 FCER1G FCGR2A FUCA2 GET4 GLE1 GPBP1L1 GPR158 GPS2 GZMB HARBI1 HCRTR1 HNRNPA0 IFFO1 IL11RA INPP5D INPP5K INTS12 ISG15 ITGAX KCNG4 KCNIP3 KCNK5 KCNQ5 KHDC1L KLF10 KLHL42 KRT222 KRT86 L1CAM LPIN1 LRRC71 MAGEF1 MAGI3 MAPK14 MAPK3 MCEE MDM1 ME1 MED6 MEX3D MKLN1 MLYCD MPND MPV17 NAA38 NAIF1 NEDD1 NHSL2 NIBAN2 NQO2 NR3C2 NSMCE4A NT5C3A NUCB2 ORAI2 PACS1 PADI4 PALD1 PEX10 PGPEP1 PIK3C3 PIK3R2 PIP5K1C PLCB1 PLEKHG3 PPM1D PRF1 PRKAA2 PSD PTK2B PTPN22 RANBP17 RAP1GAP2 RAP2A RASL12 RBMS2 RGS17 RHBDD1 RING1 RPA2 RPL36 RPS6KA4 RRAS S100A1 SAP30L SCAMP3 SCNM1 SELENON SH3BGRL3 SLC16A2 SLC22A9 SLC25A2 SLC66A3 SLC9A9 SNX15 SPN SRP68 ST7L STRIP1 SYT11 TARBP2 TBC1D8 TCF25 TCN2 TGFB1 TIMM13 TM9SF4 TMEM106C TMEM163 TMEM200C TMEM35B TRAPPC2 TRIM3 TRIML1 TSPAN5 TTC38 TYROBP TYRP1 UNC5D UQCR10 USP40 USP48 UTP23 VAC14 VIM WDR45 WIPI2 ZBTB48 ZBTB9 ZEB2 ZFP14 ZNF524 GSE13229_IMM_VS_MATURE_NKCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13229_IMM_VS_MATURE_NKCELL_UP AAK1 ABHD8 ACP3 ADAD1 ADAM12 ADAMTSL4 ADGRG3 ALOX15B ANO3 AP2B1 ARG1 ARNT ARSI ARTN ASPHD2 ATP8A2 ATPAF1 BLMH BNIP5 BRCA2 BRD8 C2orf49 C6orf136 CCSAP CD93 CDON CDX1 CEP135 CHRNB4 COTL1 CRTAM CTBP2 CXADR DAAM2 DDC DIO3OS DRC1 DSC1 E2F6 EBF2 EFL1 EHD3 ELOVL5 ELP4 FAM114A2 FAM43A FNTA GNAS-AS1 GPATCH4 GPR15 GPRASP3 HES1 HEY1 HIPK2 HLTF HOOK1 HOOK2 IGDCC4 IGFBP5 IKZF2 IL17RB IL20RA IL21R IL7R INPP4B IPO7 IRX5 ITM2C KHDRBS3 KLHDC7A KLHL9 KLK8 KLKB1 LBP LEAP2 LHX4 LIAS LIPN LPXN LRRC24 LRRC49 LTA LUC7L3 LYRM7 MAGT1 MCTP1 MLEC MOV10 MROH9 MRPL51 MUSTN1 MYLK MYO1D N4BP2 NAT14 NDUFA10 NEDD9 NFX1 NHLRC1 NIPBL NIT2 NSG2 NUP133 NUP188 OPA1 OVOL2 PABPC4 PACSIN1 PAIP2 PCBP1 PCDHB15 PCNP PDE7B PDK1 PEX11G PFKM PGS1 PLXDC2 PNISR PNMA1 PPP1CC PRL PRPH2 PRRT1 PRTN3 PSD2 PSMC2 RAN RASSF5 REN RETREG1 RFC4 RFTN1 RNASE2 RNF128 RNF169 RNF213 RPN1 RTP4 S100A4 SAXO2 SEPTIN8 SESN3 SGSM1 SH2D5 SIRT5 SLC14A2 SLC20A2 SLC25A4 SLC2A13 SLC38A3 SLC6A14 SMCO3 SNAP47 SNRK SOX30 SOX6 SPARCL1 SPATA4 SSBP1 ST18 ST8SIA4 STAP1 STK39 SUSD2 TACC2 TCAF1 TCF7 TFDP1 TFRC TG THOC2 TLR5 TMEM176B TMEM63C TNFAIP8 TNNI1 TP53INP1 TPST1 TRABD2B TRIM32 TRMT9B TSN TTC3 TUBB6 UBE2I USP1 VARS1 VEGFD VN1R5 YIPF6 YPEL2 ZC3HAV1L ZHX1 ZMYM4 ZNF274 ZNF454 ZNF467 ZNF689 ZSCAN10 GSE13229_MATURE_VS_INTMATURE_NKCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13229_MATURE_VS_INTMATURE_NKCELL_DN ABI1 ACBD3 ACIN1 ACYP1 ADSS1 ALKBH2 AMFR ANAPC10 ANKHD1 ANP32B ARHGAP30 ARHGAP31 ARHGEF3 ARSK ASB9 ATL1 ATP13A1 ATXN1L BBOX1 BFAR BOD1 BORCS7 BRD3 BTBD10 C5orf63 CALCOCO1 CAMK2B CAPN2 CASP7 CASP9 CCDC71L CCNJ CD200R1 CDC20B CDK14 CHRNA3 CLCA2 CLCN4 CMKLR1 CNOT4 CNRIP1 COG6 COX6C CYTH1 DDX20 DENND2B DNAJA2 DUBR EIF3G EIF4ENIF1 ELAC1 EN2 ENTPD1 EP300 EXOC6B FAM114A2 FAM20C FAM241A FBXO28 FBXO3 FBXO45 FHIP2A FUCA2 GDPD3 GFI1 GP1BB GPBP1L1 GPC1 HYCC1 IK ILRUN INPP4A ITGAV ITPA KANSL3 KBTBD8 KHDRBS3 KLRD1 KRT2 LRP6 LSM5 LTO1 LUC7L3 MACIR MAIP1 MDM1 METTL25B MFHAS1 MFN1 MGAM MRGPRF MRM2 MUTYH MYLIP NAA35 NAA38 NAPG NCK2 NDRG3 NDST2 NFATC1 NFE2 NFE2L2 NQO2 NT5DC1 PAPOLG PARP16 PATZ1 PCDHB10 PCGF3 PCNT PCYOX1 PDCL PHF1 PHYHIP PIP4P2 PKD1 POC1B POLD1 POLR3G PPM1D PPM1H PRDM1 PRKAR1A PRPF8 PTS PTTG1 PUM1 PUM2 PXYLP1 QPRT RAD21 RAP1GAP2 RB1CC1 RBL2 RBM22 RNF216 RPS6KA3 SCN2B SERINC4 SLC12A5 SLC25A28 SLC30A1 SLC39A13 SLC49A4 SLC6A14 SNAP47 SNX18 SNX5 SOCS4 SPIDR SPN SPOP SS18 STK10 STRIP1 TAF3 TBCCD1 TBX21 TERF1 TIMP3 TMC6 TMED2 TMEM184C TMEM72 TNKS TRIM3 TSC2 TSEN34 TSG101 TWF2 UBAC1 UBE2R2 UGDH UHMK1 USP1 VIRMA WDR5B WDR86 WNT9A XPOT ZBTB2 ZBTB33 ZBTB4 ZC3H4 ZDHHC15 ZEB2 ZFP90 ZNF14 ZNF251 ZNF322 ZNF329 ZNF383 ZNF394 ZNF571 ZNF627 ZNF692 ZRANB2 GSE13229_MATURE_VS_INTMATURE_NKCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13229_MATURE_VS_INTMATURE_NKCELL_UP ABCB4 ACE ADIG AIM2 ANGPT2 APCDD1 APOC2 ARMH3 ARVCF ASPG ATP1A3 ATP6V1E2 B3GLCT BEND4 BEND5 BHLHE22 BICDL1 BTC C15orf62 C17orf98 C3orf85 CBX2 CCDC18 CCSER1 CCT8L2 CD160 CD274 CEBPB CELF2 CENPU CFD CHCHD10 CHCHD6 CNGA2 CPVL CRACDL CXCL2 CXCR3 DAB1 DDX25 DIO3OS DKKL1 DLGAP1 DNAH11 DNAJC22 DPH1 DROSHA ECE1 EGLN3 EGR4 EIF2AK2 ELFN2 ETNK1 FAM166A FAM227A FAM47E FCHSD2 FGFR2 FGR FHL5 GAL3ST2 GAREM1 GBP6 GLYAT GP2 GPR15 GSC GSX2 GYS2 HERC6 HIRIP3 HLA-DOA HOATZ HOOK1 HSD11B2 ICAM4 IGF1R IGHM IGSF23 IKZF4 IL17RC IL2 IL7R IMPDH2 INCA1 INPP5B INSM2 IP6K3 KCNK13 KCNN4 KDM4D KHDRBS2 KIAA2026 KIF9 KIT KLF10 KRTAP3-1 KRTAP4-6 LDHB LGALS3 LMOD3 LPXN LY6G6D MAOB MCF2L MDFI MEGF6 MELTF MFSD2A MGAT4B MINAR2 MISFA MOXD1 MUC16 MYH7 NAP1L2 NFKB1 NIM1K NKX3-1 NME8 NMUR1 NOC3L NOL4 OCIAD2 OPALIN PACSIN1 PAK5 PARP12 PAWR PDCD1LG2 PENK PGPEP1L PKD2 PLA2G2C PLCE1 PLEKHH1 PLXNA3 PLXNC1 PPIL6 PPP1R1B PPP1R3G PPP2R3A PRDX6 PRR23A RAB3A RADIL RAMP1 RCSD1 RERE RETREG1 RFTN1 RIPK3 RNLS RP1 RPL18 RPRML RPS15A SARAF SELE SERPINA6 SH3KBP1 SHOX2 SLAMF6 SLC10A1 SLC22A13 SLC24A3 SLC25A4 SLC38A1 SLC43A3 SLCO3A1 SMC1B SNX7 SPAG4 SPINT2 SREBF2 STAT4 STEAP1 STS SULT4A1 TACC2 TCAF1 TENM2 THUMPD2 TLR3 TM4SF20 TMEM18 TMEM200C TMEM86B TNF TNFSF14 TOM1L1 TSSK2 TTC9B TUBA8 VWC2 ZAN ZC3H12D ZNF572 ZSWIM2 ZSWIM4 GSE13306_LAMINA_PROPRIA_VS_SPLEEN_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13306_LAMINA_PROPRIA_VS_SPLEEN_TREG_DN ACAT2 ACP1 ADGRG5 ADSS1 AHCYL1 AMZ1 ANG ANGPTL4 ANXA1 AP3S1 AQP9 ARHGEF28 ARHGEF39 ARMC2 ASCL2 ATG9B AURKB BAG2 BASP1 BBS5 BRK1 BUB1B BVES C12orf42 C15orf48 C16orf78 C6orf132 C8G C9orf24 C9orf85 CABCOCO1 CC2D2B CCDC115 CCDC172 CD72 CD93 CDC16 CDCA2 CDCA7L CDH1 CDIN1 CERCAM CHCHD6 CHSY1 COX10 CPSF4 CYSLTR1 DAPK2 DCPS DLEU7 DMP1 DNAH11 DOCK7 DOK1 DSC1 DUSP9 EGFL7 EGLN3 ENTPD4 ERP29 EXTL1 F12 FDX1 FGFBP1 FGGY FKBP1B FMO2 FNDC4 FOXI1 GCNT1 GLOD4 GMDS GPATCH11 GPD1 GRHPR GZMB HACD1 HACD4 HJURP HPCAL1 HRC HS1BP3 IL22 INHA KCNT2 KIFC2 KLF9 LAGE3 LHX1 LIMS4 LMAN2L LPL LRRC31 LRRC59 LSS LY6K MAN1C1 MASTL MAZ MBNL2 MBOAT1 MCPH1 MCTP1 MED12L MESP2 MFSD10 MGMT MIA2 MPP2 MRPS36 MS4A18 MSX1 MTFP1 MYL11 MYOC NAT8L NEMP1 NFATC2 NFIL3 NOPCHAP1 NR2F1 NUBPL NYAP1 OGFOD3 P4HA2 PADI2 PAOX PCDHAC1 PGP PILRB PLEKHF1 PLEKHH3 PLOD2 PPIL6 PRELID2 PSAT1 PYGL RAB3A RAD51AP1 RALB RASEF RCBTB2 RCOR2 RDH12 RELL2 RGS6 RHOB RIT1 RNASE10 RNASE4 RNF112 RNF26 S100A9 SASH3 SCRG1 SELENBP1 SEPTIN6 SIVA1 SLC22A6 SMKR1 SNUPN SOX12 SPATA19 SPATA2L SPOCK2 SPRY4 SSR1 STARD4 TBC1D31 TCEAL1 TCP1 TEX9 TFAP4 TFR2 THEM5 THEMIS THSD1 TIPARP TIRAP TMEM107 TMEM132C TMPRSS5 TOP1MT TP53TG5 TRAPPC5 TREML4 TSGA10 TSPAN18 TSPAN4 TSPAN9 TSR3 TTC23L TUBA3C TUBB TXN UBE2U ZBTB12 ZCCHC10 ZNF334 ZNF428 GSE13306_LAMINA_PROPRIA_VS_SPLEEN_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13306_LAMINA_PROPRIA_VS_SPLEEN_TREG_UP ADK AFF1 ALDH1A2 ALG1 AMIGO2 ANKRD12 ANP32E ARHGAP1 ARHGAP30 ASXL1 ATP11C ATP6AP2 ATRN ATXN7 BACH2 BCAS1 BCAS3 BCL2L13 BCO1 BTNL9 C14orf28 C16orf54 C16orf74 C3orf80 C9orf64 CAAP1 CARD6 CCDC88C CCPG1 CD70 CD83 CDC42SE2 CDK5R1 CENPQ CNTD1 COQ10B CREB1 CREBBP CREBL2 CREBRF CTDSP1 CYBA DAO DAZAP2 DGAT2 DGKQ DOCK8 DOT1L DSG2 DUSP4 DYRK2 ELOA EPC2 ERBIN ERI2 EXT2 FAM107B FAM120AOS FAM3B FAM53B FBXL2 FBXL3 FKTN FMR1 FRMD4B GIMAP4 GIMAP8 GLCCI1 GNMT GPR174 GRHL1 HAPSTR1 HIPK2 HIPK3 HSD17B4 ICAM1 IKZF4 INVS ITGAL ITGB3BP ITM2C KAT5 KAZN KIAA0040 KIF3B KIF5B KIF5C KLF17 LASP1 LCLAT1 LHFPL6 LIG4 LMBRD1 LPGAT1 LTF MAP1LC3B MAP3K7 MAPK8 MED15 MFAP1 MGAT1 MKNK2 MLANA MON1A MYLIP NFIX NHSL2 NIBAN1 NLK NSD1 OGA PAPOLG PARP12 PBX3 PCED1B PCIF1 PCSK1 PDE11A PGPEP1L PINX1 PLAGL1 PLCL1 PON2 PPM1B PPP1R10 PPP1R3G PRG4 PRKAG1 PTPN1 PTPRA PTPRJ RABGAP1L RARG RB1CC1 RBL1 RBM48 REEP3 REP15 REV3L RFTN1 RGS2 RNF150 RNF44 S100A8 SCIN SCN5A SERINC3 SERINC5 SESN1 SESN3 SGMS1 SHLD2 SLC25A33 SLC35D1 SLC44A1 SLC9A8 SMAD5 SMARCD1 SNAPC5 SP2 SPACA1 SPIN1 SPRYD3 SPSB3 STAC3 STAM2 STK10 STX1A TAGAP TIGAR TLR1 TMBIM6 TMEM127 TMEM216 TNFSF4 TNRC6A TOB1 TP53INP1 TPM3 TRAF4 TRAM2 TRAPPC2 TRIM56 TRIP4 TTC26 UBE2Q1 UBLCP1 UNC5CL UPF1 VEZF1 YPEL2 ZBTB11-AS1 ZDHHC15 ZDHHC2 ZHX1 ZNF493 ZNF592 ZNF619 ZNF655 GSE13306_RA_VS_UNTREATED_MEM_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13306_RA_VS_UNTREATED_MEM_CD4_TCELL_DN ABHD18 ACAT2 ACVRL1 ADM AHNAK ALDH1L2 ALDOC ANKRD50 ANTXR2 ANXA2 ANXA6 ARL6IP5 ATF3 AVPI1 B4GALT5 BATF3 BMPR1A BTLA C1QTNF12 C9orf72 CAMK2B CAPN2 CCR7 CELA1 CEP164 CFLAR CGAS CHAC1 CHD7 CIART CNN3 CRYBG1 CRYBG3 CTH CYB5R1 DAPP1 DCDC2C DDIT4 DENND5A DGLUCY DMWD DYNLT5 EEF2K EGLN3 EIF4EBP1 ELOC ENC1 ENO1 ENO2 ERMN ERO1A ESYT3 ETV6 EXOSC8 FBXO17 FCMR FLOT2 FRMD4B FUT4 FZD7 GADD45A GALK1 GARS1 GATA3 GCAT GCH1 GLO1 GNA13 GP1BB GPT2 GRIN2B GYS1 H1-0 H3C4 HEMGN HILPDA HJURP HK1 HLX HPSE HSPA1B IARS1 IER3 IFITM3 IFT81 IL10 IL13 IL21 IL4 IL9 IRF4 IRF6 JCAD KCNK6 KYNU LAMB2 LPIN1 LY75 MACIR MAMDC2 MAP3K20 MAP4 MARCKSL1 MBOAT2 METTL14 MFSD2A MGARP MID2 MREG MT1E MTHFD2 MXRA7 MYH3 MYO1G MYO6 NAPA NDRG1 NEDD4 NEIL1 NEK6 NFIL3 NIPSNAP3B NPHP3 NREP NUDT11 OSER1 P4HA2 PAQR3 PDK1 PDPN PFKL PGM1 PHLDB2 PKIB PKM PKP2 PPME1 PPP1R26 PPP1R3B PPP2R3A PPT1 PRDM1 PRKX PRPS1 PRR36 PRXL2B PTGIR PTGS1 PYGO2 RAB33A RAB34 RALA RBM45 RBPJL REEP1 RIPK4 RMC1 RXRA SBF2 SCAMP1 SEC61A1 SELENBP1 SIAH2 SLAMF7 SLC1A4 SLC25A33 SLC2A1 SLC37A4 SLC3A2 SLC7A3 SMOX SNHG12 SNRNP25 SNX10 ST6GAL1 STK38L SV2C SYNE3 TBX21 TECTB TENT5C TEX10 TFAP2D TIRAP TLE1 TLR7 TMEM38B TMF1 TNFAIP1 TNFRSF4 TNFSF9 TP53INP2 TPI1 TRIB3 UACA VIM VLDLR ZC3H12C ZC3H12D ZNF131 GSE13306_RA_VS_UNTREATED_MEM_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13306_RA_VS_UNTREATED_MEM_CD4_TCELL_UP ABCB1 ACP5 ADGB AGO1 AK7 ALDH7A1 AP1S2 AR ARAP2 AREL1 ARPC5 ARSB ASAP1 ASB2 ATP1A2 ATP6V1C2 ATP8A1 AVPR1A BANK1 BAZ2B C8orf33 CAMK2N1 CAMK4 CCL28 CCR9 CD37 CD86 CD96 CDH1 CELF2 CHST11 CLEC10A CNKSR3 CORO2A CRTC3 CSGALNACT1 CSTA CTSB CTSW CXCL1 CYP1B1 CYP26B1 CYTH3 CYTH4 DBNL DCAF4 DCAF8 DDHD1 DHRS3 DIPK1A DKK3 DLG3 DNAJC6 DNMT3A DOCK5 DOT1L DPP4 EEF1AKMT1 EHD3 ENDOD1 EPSTI1 ERMP1 EXT1 EXTL3 F2R FAM20A FASLG FBXL6 FEN1 FILIP1L FIP1L1 FNTA FOS GFI1 GIMAP4 GIMAP7 GPR68 HECTD4 HGSNAT HIC1 HLA-DMA HLA-DOB HOXB4 ICAM2 IDNK IFIH1 IFT172 IGHM IL10RB IL17D IPCEF1 ITGA4 ITGB2 ITIH5 JAZF1 KCNK5 KIAA0586 KIAA0753 KNSTRN KRT76 LPAR6 LPIN2 LY6E LZTFL1 MAGED2 MAP7 MAPKAPK3 MCOLN3 MCTP1 MEDAG MICAL1 MIEN1 MLEC MMD MPV17 MS4A6A MTMR3 MYRIP NCF1 NEFH NIPAL1 NIPSNAP1 NPC2 NQO2 NR1I2 NRBP1 NRP1 NTN4 NUDT6 PIGP PITPNC1 PLAC8 PLIN2 PNPLA7 POMGNT1 PON2 PPP1R21 PPP2R5A PRDX5 PRKCH PTPRE PUS7L RALGPS2 REEP4 REX1BD RGS12 RNF10 RNF130 RNF135 SAMD9L SEMA4F SERPINB6 SESN3 SETD1B SH3GL3 SHROOM1 SIK2 SIPA1L1 SIRT5 SLA SLC2A2 SLC39A4 SMAD3 SMG6 SMPDL3A SMURF1 SORL1 SREBF2 SSBP2 STK38 STX16 SUSD3 SYCP2L TACC1 TBC1D2B TGM2 TM6SF1 TMEM229B TMEM273 TNFRSF25 TNFSF10 TNIK TPGS2 TPPP TRIM34 TRPS1 TRRAP TTC19 TXK UQCC2 USP3 VAV3 VCAM1 VWA5A WDR83OS WWP2 XDH ZBTB20 ZFP69 ZNF319 GSE13306_RA_VS_UNTREATED_TCONV_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13306_RA_VS_UNTREATED_TCONV_DN ABHD16B ABLIM3 ACBD3 ACP3 ADAM12 ADAM32 ADD3 ADGRL2 ADH4 ADIG ADORA2A ADORA3 AIPL1 ALDH5A1 ANKS4B APH1B ARHGEF38 AXIN2 B2M B4GALT6 BEST2 BEX3 BMP1 BOLA2 BST2 BTBD10 BUD13 C15orf48 C1orf68 C2orf73 C4orf17 C8orf34 CCDC175 CCL25 CCR2 CD47 CDC5L CDH3 CDKL2 CENPF CFAP65 CHADL CHCHD7 CHMP2A CLASP2 CLDN15 COMMD1 CPLANE2 CRB3 CRISPLD1 CS CXCR6 CYB561 DAP DCAF10 DCK DLEU7 DLX3 DMRTA1 DNAAF10 DNAH6 DNAJC19 DNASE2 DNM3 EBF2 EFTUD2 EHD1 EIF4E3 ENPP3 ENSA ENTPD1 EXD1 EXOC3L4 F2RL1 FAM163B FAM204A FAM83F FGF18 FGFR3 FPR1 FTH1 FUNDC2 FZD4 GFI1B GJD2 GPR155 GRAP2 GRIN3B GTF2F2 GTSF1 HSPB8 IFITM2 IFITM3 IL10RA IL18R1 IL5RA INCENP IPMK IQCF5 KCNJ15 KCNS3 KCTD20 KLRG2 LITAF LRRC3 LRRTM1 LTK LYPD2 LYPD5 MAD2L1 MAP1B MATCAP2 MDH1 MME MMP10 MMUT MS4A8 MSX1 MTRF1L MYO1F MYT1L NAA80 NDUFAF5 NOS1AP NPR1 NPY1R NR1I2 OAS3 ODC1 OR8A1 OTOP3 P2RY13 P3H2 PAG1 PAK1IP1 PANK2 PAOX PARP12 PCDHB16 PDGFD PIGF PKN2 PKP4 PLD4 POSTN PROKR2 PROZ PRPS1 PSMA6 PTPRM PYM1 RAB35 RAB38 RALGAPA2 RAMAC RBM4B RCAN2 RCOR2 RLIM RNASE2 RNF125 RYR1 SCP2D1 SEMA3G SERPING1 SEZ6L SHISA4 SLC11A2 SLC16A5 SLC25A2 SLC25A44 SLC25A6 SPAG8 SPINK5 SPRN SYT16 TAF4B TEX45 TEX47 TFAP2A TIFAB TMEM106A TMEM132A TRARG1 TRDN TRIM60 TRIT1 TTLL7 TULP3 UBD UBE2K UTP3 UXS1 VSIG4 VSTM4 VSX1 WWP1 ZC2HC1A ZDHHC2 ZNF462 GSE13306_RA_VS_UNTREATED_TCONV_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13306_RA_VS_UNTREATED_TCONV_UP ABCF3 ACBD6 ACKR2 ADCK5 ALB ALMS1 APBB3 AQP12A ARF4 ARHGAP8 ASAP1 ASTL ATP8A1 BAAT BCL9 BMF BRD9 BTBD2 C16orf90 C1QTNF9 C1orf198 CABP7 CCDC82 CCL1 CCN3 CD79B CD82 CDK14 CDK5 CERS5 CHD6 CHKA CHRM4 CLASP1 COL13A1 COL4A6 COLGALT1 COMT COQ6 COX7B2 CSF1 CUEDC2 CUL4A CYC1 CYP26B1 CYTH3 DCTPP1 DDRGK1 DDX49 DNAAF5 DNAJC11 DPAGT1 DZIP3 EEFSEC ELN ELOVL6 EML5 ENSG00000267882 ENTREP3 EPHB6 FAM151B FBXW4 FFAR2 FGFR4 FKBP10 FOXP4 FUBP3 G6PC2 GM2A GPAT3 GPATCH1 GPR83 GRB7 GRM2 HDAC3 HRC HSD17B11 IGFBP6 IGHMBP2 IL27RA IMPA1 INO80E IRF7 ISG20L2 KCNK5 LAMP1 LETMD1 LMBR1 LRRC45 LSG1 LTA4H MAN2B1 MED4 MFHAS1 MFSD8 MIDEAS MLLT1 MPP2 MRM1 MRPL14 MRPS18B MS4A13 MTA1 MTHFSD MTSS2 MTX3 MVB12B NBDY NCOA5 NDUFA4L2 NENF NF2 NIBAN3 NOL9 NPHP3 NR1D1 OPRL1 OTUD5 P3H3 PAQR9 PARP11 PARP2 PCDHB1 PCNX1 PDE2A PES1 PHLDA1 PI4KA PIGP PIGS PLA2G1B PLEKHA7 POLE POP7 POU2F3 PPP1R12B PRF1 PRKAR2B PRR15 PTPN14 PUS1 PXMP4 RALGPS1 RANBP2 RBM42 RNF135 RPS5 S100A1 SAV1 SCN4A SDSL SECISBP2 SH3GL3 SHISA5 SHISAL1 SHLD2 SLC10A7 SLC16A11 SLC25A28 SLC44A3 SLC4A9 SLC9A3 SMC4 SORCS3 SOX7 SP3 SPO11 SSUH2 ST6GALNAC2 STK40 SUV39H2 SYF2 TAGLN TANC2 TBC1D8B TBL1X TEFM TERT THBS3 TICAM1 TMEM50B TNFSF14 TOP3B TOPORS TRADD TTYH2 TUBG2 UGT2B15 UQCC1 VSTM2L VTA1 WDR5 XXYLT1 YTHDF1 ZBTB8A ZKSCAN5 ZNF239 ZNF250 ZNF512 ZSWIM7 GSE13306_RA_VS_UNTREATED_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13306_RA_VS_UNTREATED_TREG_DN AK5 ALG14 AMER3 APH1B ASPRV1 ASXL3 AURKAIP1 BEX4 BLNK BPNT2 C16orf86 C19orf18 C19orf25 C19orf38 C1orf21 C2CD4C C8G C8orf34 CACNG4 CALML5 CBL CDC25B CDC42EP3 CDC42SE1 CDCA2 CDKN2D CELF4 CELSR2 CKAP2 CLDN16 CLDN18 CLDN3 CLOCK CMTM5 COL13A1 CPA6 CREBL2 CRIP1 CSNK1E CSPG4 CSRNP1 CX3CL1 DHX16 DOCK6 DRC1 DTD2 DTX3L DUS2 DUSP11 DUSP22 E2F2 ECRG4 ECSCR EEF2 EIF4E3 EIPR1 EMILIN3 EPB41L1 EPDR1 FAM181A FARS2 FAU FBXO32 FGFR3 FJX1 FOXC2 FOXO1 GABRG2 GABRR2 GAS2L1 GIMAP1 GLCCI1 GNAI2 GNAT1 GOLT1A GP1BB GSC2 HDAC9 HGD ICOS IGFBP2 IL17RA IL18R1 IL20RA KCNK7 KCNQ2 KIF1B KMT2C KRT12 KRT222 LAMP5 LASP1 LCN8 LIPN LRRC71 MAP4 MARK1 METTL7A MIA2 MIEF2 MITF MME MOK MSRB1 MYCT1 MYO6 MZB1 NEK11 NEURL1B NHEJ1 NKG7 NLGN2 NLRC5 NLRP6 NOBOX NOL6 NTRK3 NUP50 NXNL2 OSTF1 P4HA1 PAK6 PCMTD1 PDE7B PDLIM2 PEX16 PHF19 PHF20L1 PHLDA2 PILRB PLEKHG3 PLXNC1 POC1A POMGNT2 PPIB PPM1H PRMT8 PSPN PSTPIP2 PTCHD4 PTPRN PYCARD RAB17 RAD54L2 RBBP8 RBM15 RBMS3 RESP18 RIPK4 RNF125 RNF130 RPL19 RPL3L RPTN SCGB3A1 SCRN1 SECTM1 SENP6 SERTAD2 SHF SIRPA SLAMF8 SLC12A7 SLC15A4 SLC17A6 SLC26A11 SNTG2 SORCS3 SOX17 SPATA25 SPHK1 SRPK2 STMN2 SYT17 TAC3 TAF7 THBS1 TMCC3 TMEM256 TMEM51 TMEM65 TP73 TPMT TREM1 TRPM1 TSSK2 TTYH2 TYW1 UAP1L1 UBE2J2 UCN2 UCN3 VAMP1 VNN2 VXN WSCD1 YPEL2 YPEL5 ZDHHC7 ZNF575 GSE13306_RA_VS_UNTREATED_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13306_RA_VS_UNTREATED_TREG_UP ADGRL1 ALKBH8 ANKRD22 ARNT ASAP1 ASB2 B3GALT2 BBS2 BBS5 BCLAF3 BEX1 BLMH BRAF C10orf62 C15orf62 C1QL2 C1orf141 CA8 CAPN15 CCDC175 CCDC70 CCN3 CCNE2 CCR9 CDYL2 CENPP CHD4 CHEK1 CHI3L1 CKMT1B CLUAP1 CMKLR1 CNOT11 COA7 COL6A2 COPRS CRACDL CSE1L CTTN CUL4B CYLC1 CYP26B1 D2HGDH DAGLB DCTD DCUN1D2 DDI2 DHRS3 ECD EFR3A EGR2 EIF2AK4 EIF4G1 EME2 ENKUR ENSG00000286190 ERP29 ETF1 FAF2 FAM156A FAM3C FREY1 GET4 GGA2 GLE1 GLT8D2 GRN GSDMA GSTCD GUF1 H1-2 HAGH HAPLN4 HGH1 HMX3 HSD17B11 HSPH1 HUWE1 HYAL3 IL27RA ILF2 INPP5B INTS6L IRAK3 IRX2 ITFG2 IZUMO1R KANSL1L KIF13A KYAT1 LAMP1 LARS1 LAS1L LGR4 LIG1 LINC00301 LIPC LPCAT1 LRIG3 LRRCC1 LTA4H LZTFL1 MAGED2 MCM7 MED22 MGAT4A MIGA1 MMD MRC2 MTHFD1 MYL10 NAT10 NCOA5 NEFH NRG3 NRGN NUDT12 NUDT15 NUDT7 PA2G4 PAN3 PDC PDE6C PELP1 PEX5 PIGH PITX2 PLA2G4C PPM1B PREPL PRM3 PRR12 PRRC2B PTDSS1 PTTG1IP PXMP2 RAB20 RAB2B RASSF5 RBP2 REV3L RNF183 RNF217 RREB1 RRP36 RSAD1 RSPH6A RSU1 SAV1 SCAMP1 SFXN5 SIGLEC7 SLC10A2 SLC10A3 SLC25A51 SLC28A2 SLC38A1 SLC38A10 SLF2 SNAI3-AS1 SORCS2 SRM SRP54 SRSF7 ST8SIA1 STX2 SUOX TERF2IP THAP12 TLR9 TMEM158 TMEM176A TMEM176B TMEM42 TMEM59L TNRC6A TPBG TPH1 TRH TRIM37 TRIM39 TSPAN32 TSR1 TTC17 URB2 USP39 UTP20 UXS1 VAT1 VKORC1 WDHD1 XCL1 XPOT YJU2 ZBED5 ZCCHC18 ZDHHC6 ZFP2 ZMYM1 ZNF536 GSE13306_TREG_RA_VS_TCONV_RA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13306_TREG_RA_VS_TCONV_RA_DN ABCB10 ABCC5 ACAA2 ACTR5 ADGRF5 AGBL4 AHRR ALDH4A1 ANKRD52 ANO1 AP2A1 AP5S1 ARHGAP39 ARMC9 ASTL ATP1A4 ATXN7L2 B4GALNT4 BBS10 BEX4 BTNL9 BYSL C11orf86 C17orf99 C3orf62 CACNA1S CACNG4 CANT1 CCDC96 CCL5 CCR8 CDH5 CELF3 CENPT CGN CHST10 CHST13 CIDEC CLDN18 CLDN3 CMTM5 CNGA1 COBLL1 COL18A1 CPLX1 CRABP1 CREBL2 CRTAC1 CSF2RB DENND2A DHX32 DOCK6 DOK1 DSG2 DTD2 EIPR1 ESRRG ETV5 FAM131A FANCB FANCC FBXL2 FBXO27 FBXO32 FBXW9 FGG FN3K FRY FXYD7 GDF10 GFPT2 GGA1 GHSR GNAT1 GOLM1 GOT2 GP1BB GPM6B GPR153 GSDME HDGF HNF1A HOXA7 HP IGFBP2 IL12A IL20RB IL25 IL9R INPP5B INVS ISL2 JPH2 KCNMB4 KIF1A KLHL25 KMT2C KMT5A KRT16 KRT33B LGALS12 LHFPL4 LHX1 LRRC17 LY86 MAP6D1 MED22 MED7 MGAT3 MOK MPPED2 MT3 MYO1A MYORG NEPRO NHLRC1 NHSL1 NKAIN4 NOC3L NSD1 NUDT3 NUP50 NXPH3 OLAH OPN1LW P2RX1 PALLD PAPLN PAX4 PDE6H PEX5 PHF24 PHLDB1 PIM2 PLAC1 POM121L2 PPIB PPIP5K1 PPP2R2B PRMT8 PRX PTGES3 RAB29 RAD54L2 RASL10B RCC1L RFTN1 RGS9 RHOV RINL RPTN RSAD2 RTL8C RTN1 SCGB3A1 SCIN SGSM3 SGTA SH3KBP1 SHF SLAMF8 SLC12A7 SLC13A4 SLC16A11 SLC25A41 SLC26A11 SLC35E4 SLC35F6 SNX24 SOHLH2 SORL1 SPHK1 SPSB2 TBC1D4 TBX5 TDRP TEKT2 TFIP11 TGFA TMEM214 TMEM52 TNFAIP8L2 TPMT TREH TREM1 TRMT9B TTLL13 TYRP1 UBALD2 UBE2O UCN2 VGLL4 VXN WDR26 WNT4 WRNIP1 ZBTB11-AS1 ZIM2 ZMYND10 ZNF580 GSE13306_TREG_RA_VS_TCONV_RA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13306_TREG_RA_VS_TCONV_RA_UP ABITRAM ACTG2 ADAM15 ADAMTS19 ALG3 AMBP ANKRD6 ANKS4B ANTKMT ARC ARHGEF2 ARPC2 ASCC1 ATP6V1C1 B3GNT6 BCAP29 BCL2 BDKRB1 BFSP2 C18orf32 C19orf48P C19orf67 C1orf141 C4orf51 CAGE1 CAMSAP2 CBL CCDC70 CCDC88C CCT6A CD80 CDH13 CDIPT CDK10 CDON CELSR2 CNTNAP2 COPRS COPZ2 CORT CPNE2 CSF3 CSN2 CXXC4 DBI DCAF13 DCUN1D5 DDI1 DDOST DHCR24 DHX33 DIAPH2 DNAJA4 DNAJC30 DOT1L DRC1 DRG1 DYNC1LI2 EFTUD2 ELOVL6 EMC1 ENSA ERMP1 ERP44 EXO1 F2R FAM120AOS FCER1A FDX1 FGF12 FGF18 FHAD1 GABRG2 GFAP GLT8D2 GOLPH3 GTF3C4 H2AZ1 HNRNPL HOXA1 HPF1 HSD11B1 HSP90AA1 IDE IGF1 IKZF2 INS INSIG1 IRX2 ITLN1 IZUMO1R JMJD4 JMJD8 JPT2 KANSL1L KCNJ15 KCTD20 KIAA0232 KIF27 KLF2 LARP7 LIPC LIPN LMNB2 LONRF1 LY6K MAMDC2 MAP1B MAP4 MAST2 MASTL MBD5 MDFIC MDH1 MED10 MGAT4B MMP3 MPI MPZ MST1R NAALADL2 NAT8L NDFIP2 NIFK NKIRAS1 NME6 NTRK1 NUDCD3 NXPH2 OAT OGDH OMA1 ORM2 PDC PFDN4 PLA2G12B PLEKHO1 PNP POLR2J POU1F1 PPP1R1A PRDM10 PRIM1 PROCR PRPF31 PTPN11 PTPRB RAB20 RAB40B RAD9A RBM14 RBM25 REPS2 RPF1 RPRM RRAGA RTCA RTKN2 S100A4 SALL3 SCAMP1 SCD SECTM1 SF3A2 SHC1 SHOX2 SLC12A2 SLC12A9 SLC44A2 SMG8 SMKR1 SOCS2 SPTSSB STOML2 STX19 TENM2 TMCO3 TMEM119 TMEM154 TMEM248 TNS2 TRIP4 TTC28 TTC33 TXK TXNRD2 UBE2D2 UBE2L6 UBE2Z USP42 USP43 VAMP1 WDR83OS WIPI2 YBX2 YPEL2 ZBTB37 ZFP2 ZNF623 ZNRF3 GSE13306_TREG_VS_TCONV_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13306_TREG_VS_TCONV_DN ABCB6 ABCD3 ABLIM3 ACAT2 ACOT13 ADSL AMZ1 ANKH ANP32B AP2B1 AP4S1 ARRB2 B3GAT2 BBOX1 BMF BRF2 C1orf216 CARD6 CCDC105 CCDC180 CCDC33 CCDC90B CCNE2 CCNY CD79B CDK16 CDK6 CDPF1 CDYL2 CENPQ CEP70 CGGBP1 CHADL CHST12 CINP CLSPN CLUH CNTD1 COA6 COQ2 COX6B1 CS CUTC CYB5R4 DAGLB DCTPP1 DENND11 DHFR DHRS7 DNAJB8 DNAJC11 DNAJC19 DRAM2 DSCC1 DUBR DUSP19 EHD3 EIF2B4 EIF3L ENSG00000250803 ENTPD5 ERI2 EXTL3 EZH2 FADS1 FAHD2A FAM204A FGL2 FKBP5 FNTB FOXK2 GCLC GET4 GFM1 GNG2 GRN GZMH H2BC5 HARS1 HIBADH HIRIP3 HNRNPUL1 HSH2D HSPH1 IKBIP IL1RL2 IL2 IMMT IPO5 IRAK3 KIF3A LELP1 LKAAEAR1 LMOD1 LSS LYAR MAK MAP4K1 MARVELD1 MBNL2 MEA1 MED22 MFSD8 MGAT4A MND1 MNS1 MRPL12 MRPS22 MRPS25 MRPS28 MTM1 MTMR2 MTMR4 MTRF1L MYL11 MYO1F NDUFA12 NDUFAF5 NME4 NOC4L OSBPL3 OSR1 PAN3 PARN PCDH1 PCMT1 PDP1 PGGT1B PIK3CB POT1 PPP1R27 PRRG4 PTBP1 PTPN6 QRICH1 R3HDM2 RALY RAMAC RAPGEF4 RBBP4 RCAN2 RCBTB2 RFC4 RMDN2 RPP40 RSU1 RUNX2 RYR1 SECISBP2 SEMA5B SEPTIN6 SESN3 SIAH2 SKIDA1 SLC15A1 SLC2A13 SLC36A1 SLC38A10 SLC9A9 SLCO3A1 SMIM19 SMPDL3A SOAT2 SPX SRD5A3 SRGAP3 ST3GAL6 ST6GALNAC2 STK11IP TBL1X TBRG4 TCF3 TCF7 TEX9 TGFBR3 TJP1 TLK2 TMEM116 TMEM241 TRAF5 TRMT10A TSPAN14 TTC33 TVP23A UMAD1 UXS1 UXT VAT1 WNT9A YBX1 YIF1A ZC2HC1B ZDHHC16 ZFAND4 ZFP36L2 ZMYM1 ZNF251 ZNF398 ZNF418 ZNF804A GSE13306_TREG_VS_TCONV_LAMINA_PROPRIA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13306_TREG_VS_TCONV_LAMINA_PROPRIA_DN ABCB6 ABI3 ACAT2 ADH1C AGO1 ALPK2 ANKLE1 ARHGAP36 ARHGDIB ARMC7 ARRB2 ATP13A4 ATXN2L BBS9 BCS1L BVES C15orf48 CCDC191 CCDC6 CCNI CDH20 CDK2AP2 CDKL3 CDYL2 CELF4 CHSY1 CNGA1 COA5 COL12A1 COQ8B CP CPLANE2 CPSF4 CRYBB1 CRYBG3 DHRS11 DLX2 DLX4 DSE ECSIT ELK3 EPSTI1 EVI2A EZH1 F12 FAAH FAM227B FAM78A FASLG FCGRT FGL2 FHAD1 FHIP1B FNTB FREY1 GABRA5 GALNT12 GALNT9 GDPD1 GFPT2 GGT1 GNGT2 GNPTG GOLT1A GPR22 GRAMD1A GTF2A1L GTF2I GUCD1 GZMA HAPLN1 HLTF HMGCS2 HOXA9 HRC HYDIN IL24 INPP1 IPMK KCNT2 KIF21B KIF2B KMT5A KRTAP26-1 LGALS3 LHPP LPAR6 LRFN5 LRRC75B LRTM2 LYPD6 LYPD6B MAP4K4 MAPRE2 MBLAC1 MCTP2 MED22 MFSD14B MFSD9 MS4A18 MSL3 MSS51 NAGK NAT8L NGLY1 NHLH1 NLRC3 NOD1 NR3C1 NRG1 NTRK3 NUP88 OIP5 OSBPL3 PAPSS1 PI4K2A PI4KA PIK3AP1 PKNOX1 PLA2G7 PLTP POU2AF1 PPEF2 PPP1R13B PPP4R2 PPP6R2 PRAP1 PRDM16-DT PRDX6 PRKAG3 PRM2 PROM1 PRR5L PRXL2A QPCT RAB3A RAPGEF4 RBM20 RCBTB2 RER1 RIOX2 RNF10 RPA1 RPE65 RPS16 RPS18 RPS19 RPS8 RSPH1 SCML4 SELENOT SEPTIN6 SHLD1 SLC10A2 SLC22A7 SLC30A7 SLC34A1 SLC35G1 SLC38A1 SMIM3 SNAI3 SNX5 SORCS3 SOWAHA SPATA6L SPSB2 SRGAP3 SRPK1 ST8SIA1 STAB2 STAC STK17B STXBP5 SUCNR1 SYCP1 SYNE1 TAF13 TBX6 TDRP TGFBR2 TGM6 TMEM119 TMEM141 TMEM247 TP53TG5 TPCN1 TSN TUBB TXLNA UTP14A VEZT VKORC1 VPS18 YTHDF1 ZFP42 ZIM3 ZNF251 ZNF652 ZNF8 ZNF865 GSE13306_TREG_VS_TCONV_LAMINA_PROPRIA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13306_TREG_VS_TCONV_LAMINA_PROPRIA_UP ABCB11 ACER2 ADAMTS1 ADAMTS6 AGPAT2 ALDH1A2 APEH ARF3 ARF4 ARL3 ARMCX4 ATXN2 B4GALT4 BCAS1 BEND5 BHLHE40 BPIFA1 C1QTNF2 C1orf68 C9orf64 C9orf78 CAMSAP2 CAPN5 CASD1 CBX7 CCDC171 CCDC198 CCS CD37 CDHR3 CLTB CNKSR3 CPNE3 CREBL2 CYBA CYP11A1 DCXR DHRS3 DIO2 DISP1 DLG3 DNAJB14 DNAJB2 DNMT3A DOCK10 DSG1 EBI3 EFNA5 EMC7 EPHX4 EXTL3 FAM199X FES FIS1 GIMAP5 GIMAP8 GLIS2 GNAQ GNS GPLD1 GPR174 GPR83 HIPK2 HLA-A HLA-DOB HUWE1 ICOSLG IFNAR1 IKZF4 IL10RA IL10RB ILVBL INPP4B IZUMO1R JARID2 KIAA0513 KIAA1217 KLF4 KLRC2 KRT76 LGMN LMO7 LPCAT1 LRP11 LRRN4 LTB LTF MAB21L3 MAGED2 MANSC1 MEA1 MEST MGAT1 MKNK2 MMP15 MPP1 MUC13 NDRG2 NECAP1 NEK5 NFAT5 NFKBIA NIBAN1 NLRP3 NOSTRIN NPC1 NRN1 NRROS NUCB2 ODC1 OPTC PAPPA2 PARD6G PARK7 PARP8 PBLD PBX2 PCYT1A PDCD1LG2 PDGFB PER3 PIM1 PLA2G12A PLAGL1 PLD4 PLEKHB2 PLPP2 PON3 PPIB PPM1B PPP1R3C PRKAR1B PRNP PSD PSD3 PTPN1 PTPN11 QKI RAB27A RABGAP1 RABGAP1L RAP1GDS1 RAPSN RBM48 RBP1 REP15 RGS1 RHOB RILPL2 RNF121 RTL6 SAMD14 SBSN SEC22A SGK1 SHISA2 SIL1 SLC19A2 SLC22A2 SLC23A3 SLC25A36 SLC44A1 SMOX SNX18 SORCS2 SPRED1 SPRY1 SSH1 ST3GAL2 ST7 STOML3 STXBP6 TBCA TDRD5 TEK TIAM1 TM7SF3 TMEM38A TNFAIP2 TNFSF10 TOB1 TRAF4 TRAT1 TRIB1 TRIM11 TRIM46 TRIM63 TSEN15 TTC26 TUBB2B UAP1 UBXN1 UNC13B VAV2 YPEL2 ZDHHC15 ZDHHC24 ZKSCAN3 ZNF229 ZNF768 GSE13306_TREG_VS_TCONV_SPLEEN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13306_TREG_VS_TCONV_SPLEEN_DN AAK1 ABCB7 ABCB9 ACP3 AFP AGTRAP AHR AHRR ALDH3A2 AMZ1 ANKH ARHGAP29 ARHGAP39 ARHGEF18 ARRB2 ATXN3 BAAT BAIAP3 BCL2L13 BLTP1 BUB1B CARD6 CBY3 CCDC96 CCR8 CD177 CD244 CD2BP2 CD93 CDH1 CDK6 CDV3 CENPQ CGGBP1 CHST12 CHSY1 CIB2 CLEC6A COMMD8 COX10 COX6B1 CPSF4 CRTAC1 CTDSP2 CXCR5 CXCR6 CYB561 CYB5R4 CYP2S1 CYSLTR1 DHRS7 DMP1 DNAJC15 DNMT1 DSCC1 DSE DUBR DUOX1 EDEM3 EIF2AK3 EMB EPSTI1 ERP29 EVL EXT2 FAM174C FAM78A FANCC FBXL3 FCGR2A FGL2 FKBP5 FMR1 FYCO1 GGT1 GNA11 GNG2 GOLM1 GPR171 GRIK3 GSAP H1-6 H2BC5 HACD2 HAUS8 HIP1R HIRIP3 HMGN5 HS3ST3B1 HSD17B1 HSPA12A IL1R1 IL20RB IQCG ITM2B KCNE5 KIDINS220 KIF3A KLRD1 LGALS3BP LIMS4 LKAAEAR1 LNPEP LSS LYPD6B LYZL4 MAGEF1 MAN1C1 MAP4K1 MARCKS MBNL2 MCOLN2 MED12L MFSD10 MFSD6 MICAL1 MND1 MNS1 MPPED2 MYO1F NAP1L1 NFE2L1 NGLY1 NNAT OTUD1 PADI2 PCBP2 PCDH1 PDE7A PGM2L1 PHLDA2 PIM2 PLEKHA5 PLTP POMT2 PORCN POT1 PRR5 PSAT1 PTGR3 QSOX1 RAPGEF4 RCBTB2 RIOX2 RNF144A RPA1 RPL3L RYR1 S100G SATB1 SEMA6D SEPTIN6 SESN3 SFT2D2 SGMS1 SGSH SH3KBP1 SIVA1 SLC20A1 SLC39A8 SLC52A3 SLC9A9 SLCO3A1 SLFN12L SMCO3 SMIM3 SNAI1 SNHG7 SORL1 SP4 ST3GAL6 ST6GALNAC2 STAM2 SYNE1 SYTL2 TBX5 TDRP TEX9 TFAP4 TGFBR2 TGFBR3 THEMIS TJP1 TLE4 TMEM232 TMEM71 TREH TRPC1 TSPAN14 TTC32 TTC9C WIPF1 XRCC4 ZDHHC2 ZFAND4 ZFP14 ZFP36L2 ZNF318 ZNF471 GSE13306_TREG_VS_TCONV_SPLEEN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13306_TREG_VS_TCONV_SPLEEN_UP ABITRAM ACO2 ACOX2 ADAMTSL2 ADAMTSL4 AHCYL2 ALDH1A2 ANKDD1B ARF1 ARFGEF3 ARHGAP35 ARHGAP5 ARL13A ASB15 ASTN2 ASXL1 ATP6V1E1 BACH2 BCL2 BCL2L1 BCL9L BLCAP C1R C7orf50 CA5B CAMK2D CCND2 CCS CD33 CDHR3 CFAP299 CFAP90 CHRNA6 CNDP2 CNOT6L COL1A1 CSRNP1 CTLA4 CYP26A1 DELE1 DGKH DNAH7 DOCK1 DOCK7 DRAXIN DRD1 DSCAML1 DUSP4 DUSP9 DYNC1I1 ECM1 ELAPOR2 ELOVL6 ENAM ERICH2 ESYT3 FAH FAM107B FAM3B FAM53B FBXO41 FGF12 FGGY FKBP1A FOXI1 GADL1 GBX2 GPATCH11 GPC6 GPR83 H1-8 HACD4 HBB HBEGF HIPK2 HIVEP2 HSF2BP ICOS IKZF4 IL10RB IL22 IL2RA IL33 IL6ST INPP5A IRX4 ISG20 ITM2C IZUMO1R KIAA1217 KIF3B KIF5B LAMC1 LARP4 LCLAT1 LIF LPL LRIT1 LTA LTF LYRM2 MAGEB5 MAGEL2 MAP1B MAP3K21 MAP4K5 MAST4 MLF1 MMP9 MPI MPP1 MSX1 MTMR3 MYOC MYOM1 NBEA NEFM NFATC2 NFIX NTN1 NUCB2 OAT ODC1 PAPSS2 PARD3 PCBP3 PDCD1LG2 PECAM1 PER3 PHC3 PIM1 PLEKHD1 PPM1L PPP1R1A PRDM5 PROCR PROP1 PTGFRN PTPN1 PTPN9 PTPRJ RAMP1 REC114 REG3G RELN RGS2 RIPK2 RNASE10 RNF121 RPRM RSF1 RTL6 SDC4 SEC24A SERPINB9 SESN1 SFSWAP SGK1 SIPA1L2 SKOR1 SLC14A1 SLC25A3 SLC4A7 SLFN5 SMPD3 SMR3A SNX3 SNX30 SOCS2 SPACA1 SPINT2 SPRYD3 STARD9 TAS2R1 TBC1D21 TBC1D7 TCEA3 TCEAL8 TCTN3 TEX38 THBS4 TLR1 TMEM100 TP53I11 TRIM17 TRPM1 TSC22D1 TSPAN32 UROS USP27X VAMP3 WWP1 YPEL2 ZC3H12D ZCCHC24 ZDHHC23 ZIC4 ZNF385B ZNF608 ZSCAN29 GSE13306_TREG_VS_TCONV_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13306_TREG_VS_TCONV_UP ABHD6 ACOT7 ADAMTS18 ADAMTSL2 ADCY1 ADCY5 ADPGK AFG1L AK5 ALDH5A1 ALDH8A1 APOBEC1 ARF4 ARHGEF25 ARHGEF28 ARL3 ARSG ASCL2 ASTN2 ASXL1 ATP10D B3GALT5 BAG5 BCL9L BHLHE23 BLNK BMP8B BMS1 C1QTNF9 C3orf18 C7orf31 C7orf50 CABP7 CACNA1B CACNA2D4 CAMKK1 CASP12 CATSPER1 CCDC57 CCND2 CCR4 CD2AP CDK18 CDKN1C CDX2 CELF4 CELSR2 CHD8 CHRNA6 CLDN15 CNTFR CRB3 CSF1 CSRNP1 CTSV CUL4A DCST1 DDIT4 DELE1 DLG3 DNAJB13 DOCK1 DOCK7 DRC1 DUSP1 EMILIN3 EPB41L1 EVC2 EVI5L FAM167A FGGY FRMD6 FXYD1 GABARAP GABRG2 GFRA3 GJB4 GSTM2 GTF3C2 HBB HMGB4 HSF2BP HSPBAP1 ICMT ICOS IGF1 IL7 INPP5A ISG20 IZUMO1R KANSL1L KAT2B KCNQ2 KITLG LRIG1 LRRC61 LTB LTF LYRM7 MAP3K21 MAPK15 MAPKAPK3 MED18 MGME1 MRGPRF MS4A13 MYO16 MYO6 MYOC NET1 NFIX NFKBIA NLRP6 NPR2 NPY5R NUPR1 OPRL1 PARK7 PECAM1 PER3 PEX11A PHLDA1 PLA2G4E PLEKHA6 PPDPF PPP1R14C PRDM5 PRMT8 PSPN R3HCC1L RAB11FIP2 RAD54L2 RAMP1 RAPGEF6 RCOR2 RESF1 RGS20 RITA1 RNASE10 RTEL1 RUSC2 S100A13 SAMD4A SCNN1G SCRN3 SECTM1 SERPING1 SGSM1 SH3PXD2A SLC45A2 SLC4A5 SMC4 SMPD3 SNX31 SOD1 SOGA1 SORCS2 SP7 SPINK2 STX6 SYPL2 SYT17 TAGLN TAS2R1 TDRD7 TECTB TEF TEKT2 TENT5A TFEC TGFBRAP1 THBS1 THSD7B TIMP1 TLR1 TMEM132A TMEM202 TMEM217 TMEM45A TMEM51 TNFRSF12A TRMT12 TRPC3 TRPM1 TSC22D1 TTYH2 UPK2 USH2A VAMP1 VAMP3 YPEL2 ZBTB39 ZC3H12D ZDHHC23 ZNF462 ZNF575 ZNF608 ZSCAN29 GSE13411_IGM_MEMORY_BCELL_VS_PLASMA_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13411_IGM_MEMORY_BCELL_VS_PLASMA_CELL_DN ADGRE3 AGPAT4 AGTR2 AKR1C3 ALLC ANXA2 APOL6 AQP3 ASF1B ASRGL1 ASS1 BCKDK BIRC5 BLM BMS1P20 BRAP BRINP2 BTD CALU CAMK1G CCNL2 CCR10 CD207 CD320 CDC25A CDC45 CDH15 CDK1 CDKN2A CDT1 CEP85 CHPF CHST11 CLPB CLPTM1 COG4 COPZ2 CPT2 CRNN CTH CTNND2 CTTN CYP2E1 DARS2 DHDDS DHRS9 DNAJC1 DNAJC3 DOLK DUSP7 EFCAB2 EFCAB6 EHHADH ELL EPHX2 EPPK1 EXO1 EYA1 FAM149A FAM204A FKBP11 FKBP2 FLT3 GAB1 GAS8 GID4 GMPPB GPRC5D GSG1 GSTM3 GUCY1A2 GUSBP11 H2BC17 H2BC6 H3C12 H4C4 H4C5 HAX1 HMGB3P1 HOXB2 HPCAL4 HSD17B3 HSD17B6 HSPA1L HTRA1 IBA57 ICOS IER3 IGKC IGKV1-5 IGKV1D-13 IGKV4-1 IGLJ3 IGLL3P IL5RA INTS5 ITGBL1 KCNA3 KCNMB1 KDELR2 KIAA0513 KIF18B KIF22 KLK3 LAMC1 LAMP5 LANCL2 LORICRIN LYPLA2 MASP1 MAT1A MCHR1 MMP15 MORC1 MYF6 MYH3 MYL4 MYO1D NEU1 NFE2L3 NOC2L NPBWR2 NPHS2 NRGN NRN1 NT5DC2 NXPE4 OAZ3 OPTN OR1G1 OR7E87P P4HB PDE4A PFKFB1 PGLYRP1 PIM2 PINK1 PLK1 PLXDC1 PPIB PRDM1 PRKAR2B PTP4A3 PXMP2 PYCR1 QPRT RAB30 RABEPK RAD54L RND1 RRBP1 RUNX1 SARS2 SCAMP5 SDC1 SDS SEC14L1 SEL1L SEMA4A SERPINA2 SERPINA4 SHC3 SLC3A2 SLCO5A1 SMCO4 SMPDL3B SMPX SOX30 SPAG5 SPICE1 SPINK1 SPOCK1 SSH3 STC1 SULF1 SUOX TIMM44 TIMP1 TIMP4 TK1 TNC TNFRSF17 TPX2 TROAP TRPM3 TSHR TSSK2 TTC23 TTYH1 UBE2C UCHL1 VKORC1 WBP4 XBP1 YIPF2 ZBP1 ZKSCAN8 ZNF814 GSE13411_IGM_MEMORY_BCELL_VS_PLASMA_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13411_IGM_MEMORY_BCELL_VS_PLASMA_CELL_UP ABCD4 AGO1 AIM2 AKAP10 ALOX5 ALOX5AP AMFR ANO3 APOH ARHGAP17 ARHGAP24 ARHGAP25 ARHGEF6 ARHGEF7 ARL2 ARL4C ASH2L ATAD2B ATP6V0E2 ATP8A1 AUTS2 B4GALT5 BACE2 BACH2 BPTF BTN2A1 C14orf132 CAPG CCDC92 CD19 CD22 CD72 CD74 CEP72 CHD1 CHD9 CLK2 CNTRL COQ8A CORO1A CRIP1 CRTC3 CTNNBL1 DAAM1 DDX60 DEK DENND5A DET1 DGKA DIAPH1 DLST DNAJC11 EIF2D ELMO1 ESR2 EVL EXOSC5 EXT2 FRAT1 GCC1 GNPDA1 HBBP1 HCK HLA-DQA1 HLA-DRB6 HOPX HOXA5 HSF2 IFITM2 IL16 IL24 INPP5A INPP5D IQSEC1 ITPK1 ITPKB JADE2 JADE3 JARID2 KBTBD2 KDM4B KDM6A KLF4 KLHL2 LAT2 LBH MARF1 MCCC2 MGRN1 MTA1 MTHFSD MYD88 MZF1 N6AMT1 NAA40 NDRG3 NECAP2 NFRKB NKRF NLRP1 NUDT3 OXLD1 P2RY14 PARP12 PARP8 PBX3 PCDH8 PCDHGC3 PEX26 PFDN5 PIBF1 PIGA PIGZ PIKFYVE PLAG1 PLS3 PMS2P2 PPM1F PRAMEF10 PRKX PTPN18 PTPRG PTPRK PXDC1 QRSL1 RAB11FIP1 RAB5B RABGAP1 RAP2C RASSF2 RBCK1 RBM38 RCL1 REPIN1 RNF220 RPL10 RPL30 RPL41 RPS11 RPS12 RPS18 RUNX3 SATB1 SCAF4 SCN3A SEPTIN9 SIK3 SLC25A36 SLC25A37 SMIM14 SNX10 SNX17 SNX29P2 SOS2 SPAG7 SPG11 SPOUT1 ST3GAL5 STAT5B TARBP1 TBC1D13 TDRD7 TGFBR2 TIMM22 TMEM185B TMX4 TNFRSF10B TNFSF13 TNFSF9 TP53TG1 TPT1 TRAF3IP2 TRBC1 TRDMT1 TRIM13 TSGA10 TTC27 UPF1 USP24 USP39 VCL VPS8 VSIG10 WASF2 WDR19 WDR91 WNT6 ZEB2 ZFP37 ZFYVE26 ZNF136 ZNF23 ZNF264 ZNF430 ZNF573 ZNF589 ZNF665 ZNF93 GSE13411_IGM_VS_SWITCHED_MEMORY_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13411_IGM_VS_SWITCHED_MEMORY_BCELL_DN ACKR2 AHR ALDH2 ANK1 ANKRD27 ANKS1A ANXA1 ANXA2P2 ARID5B ASAP1 ATP6AP1 AZI2 BAZ2B BCLAF1 BTN2A2 C3AR1 CAT CD55 CEP290 CERNA1 CETP CFD CHPT1 CHST11 CHST15 CLIC4 CLK1 CLOCK CMPK1 CNIH4 COCH COMMD3 CPNE3 CRIP2 CRISPLD2 CSF2RB CUL1 CYB5A DAAM1 DACT1 DAPP1 DCAF10 DDX5 DENND3 DHRS7B DICER1 DNAJC13 DNAJC9 ECHDC3 EHHADH EIF4E2 ELOA EMP3 ERBIN ERCC3 ERLIN1 F13A1 FAF1 FCGR2A FCN1 FNTA GALC GFPT1 GNA14 GOLPH3 GSAP GUCY2D HLA-DRB1 HMGB2 HMGCS1 HOPX HPSE HS3ST1 HSF2 HSPA4 IDH1 IFIH1 IGHV5-78 IRF8 ITGA4 KANSL1L KDM4C KDM6A KIF22 KIFBP KLF2 LAMC1 LEP LGALS3 LINC00623 LMO2 LRIF1 LYSET MAN2A2 MAPK14 MBD2 MEAK7 MFSD5 MKKS MLX MRPS2 MTERF1 MTMR3 NAXD NDUFS1 NDUFS4 NEK2 NFU1 NOTCH2NLA NPRL2 NT5E NUP50 PGAP3 PHLPP1 PKD2 PLAGL1 PLK2 PLPBP PMPCA PPP2CB PPP2R5A PURA RAB11FIP2 RAB4A RAB6A RAD17 RALA RAP1GAP2 RBM26 REL RFX1 RFX5 RHOT1 RPS15A RTN3 RWDD3 S100A10 SACM1L SAPCD1 SCAF4 SCFD1 SCPEP1 SDR39U1 SECISBP2 SENP6 SERPINA1 SERPINB1 SERTAD2 SGPL1 SIK2 SLC23A2 SLC25A37 SLC31A2 SLC7A6 SNW1 SQOR SSB STAT3 STK10 TAF4 TAS2R8 TDRD3 TES TGFBI THAP11 TMEM106C TMEM127 TMEM134 TNFAIP3 TSC22D2 TSNAX UBE2E3 USP9X USPL1 UVRAG VAMP7 VCAN VCL VCPIP1 VPS35L VPS37C WAC WBP11 WDR11 WDR47 WDR76 WDR91 WEE1 WSB2 WWP2 ZFP36L1 ZMYM4 ZNF276 ZNF329 ZNF780B ZNF85 ZSCAN32 ZSCAN9 GSE13411_IGM_VS_SWITCHED_MEMORY_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13411_IGM_VS_SWITCHED_MEMORY_BCELL_UP ABCG4 ABCG5 ACSBG2 ADGRA3 ADGRG2 ADORA1 AEBP1 AGMAT AGPAT2 AGTR2 AK4 AMDHD2 ANKRD7 APOC2 AQP8 ART1 ATP7B BMAL1 BMAL2 BMP2 C14orf132 CABP5 CACNG2 CCND1 CD1C CD84 CDC25C CDH22 CEACAM1 CEACAM6 CHI3L1 CHIA CHRNA2 CISD1 CITED1 CKM CLDN6 CLSTN2 COA7 COL15A1 COL18A1 COL5A3 COLQ COPE CPA2 CPNE1 CRHR1 CYP2C19 CYP4B1 DCN DDRGK1 DIAPH1 DPP6 DPT DPY19L1 DSG2 E2F2 EDA EPB41L5 ERC2 EYA1 FAH FER1L4 FGF7 FNTB FOLH1 FOXO3 GABRB1 GDF5 GLYAT GM2A GNRH2 GOT2 GPR161 GPR20 HAND2-AS1 HBBP1 HFE HINT1 HPCAL4 HPD HSD3B2 IFI35 IL19 IL6R IVD KANK1 KCNG1 KCNJ5 KCNK2 KDELR3 KLHL1 KLHL23 KLK15 KLK7 KLRK1 KRT19P2 KRT3 KRT9 LAMB2 LDHAL6B LGALS4 LGR5 LHB LINC00939 LRRC32 LRRN3 MAB21L1 MALL MANF MEPE MET MPP3 MPST MRPS7 MTF1 MTMR7 MYCL MYH7B MYL3 MYL4 MYOF MYOG NAALADL1 NFAT5 NIPAL2 NLGN4X NPAP1 NPBWR2 NRBP1 NUAK1 OLA1 OLFML2A OPCML OR10C1 OR2J2 OR7A5 PCDHGA9 PIGZ PLAAT1 PLCB4 PLCH1 PLEKHG3 PLXNB3 POFUT1 PPFIBP2 PPM1G PRAMEF10 PRM1 PRRC1 RAB23 RAB2A RAI2 RBPMS RGS11 RPRM SARS2 SCGN SCNN1B SCRG1 SEMA3F SEMA6D SERGEF SIDT1 SLC17A1 SLC22A4 SLC27A5 SLC35G2 SLC39A2 SLC44A4 SLC9A5 SLC9A8 SLCO1B3 SNF8 SPACA1 SPAG11A SPRR2B SSTR5 STC1 SULT4A1 SYP TLN2 TMBIM6 TMED3 TTLL7 UBIAD1 UCHL1 UNKL WDFY3 WNT8B XRCC4 YWHAH-AS1 ZMAT4 GSE13411_NAIVE_BCELL_VS_PLASMA_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13411_NAIVE_BCELL_VS_PLASMA_CELL_DN AANAT ACTL7A ADA ADGRE3 AFF2 AGPAT4 AGTR2 ALLC ANKRD11 ANKRD26 APOBEC2 AQP3 ARC ARHGEF4 ARSA ASF1B AURKB AXL BAK1 BBOX1 BLMH BMS1P20 BTD C3orf14 CACNA1F CACNA1S CAMK1G CARTPT CBARP CBX6 CCNB2 CCNF CCR10 CD160 CD320 CDC34 CDCA3 CDK1 CDKN1C CDT1 CHPF2 CIB2 CLINT1 CNKSR1 COPZ2 CTNNAL1 CYP2E1 DARS2 DGCR5 DHDDS DHRS1 DHRS9 DNAAF1 DNAH17 DNAJC1 DYNC1LI2 ECHDC3 ENSG00000291006 EPHX2 EXO1 FAH FAM149A FBP1 FER1L4 FICD FKBP11 FKBP2 FLT3 FOXF1 G0S2 G6PC3 GAB1 GADD45G GALR2 GANAB GCGR GID4 GJB3 GOT1 GPRC5D GSG1 GSTM1 GSTM3 GSTP1 GTF3C5 GZMA H2AC14 H2BC6 H2BC7 H3C11 H4C4 HESX1 HPCAL4 HSD17B3 HSD17B6 HYI IER3 IGHM IGKV1-5 IGKV1D-13 IGKV3-20 IGLJ3 IGLL3P IL15RA IL2 IL5RA IMPDH1 IRF2BP1 KAZN KCNMB3 KIF18B KIF20A KIFC1 LAGE3 LANCL2 LIME1 LMAN1 MACO1 MANF MCHR1 MEIS3P1 METTL1 MGAT1 MMP15 MYO1D NENF NEU1 NPBWR2 NR5A1 OPTN OR7E87P PACS2 PDE4A PDE5A PDK1 PIM2 PINK1 PIR PKMYT1 PLAC1 PMPCA POLA2 PPIB PPP1R26 PRDM1 PYCR1 RABEPK RAD54L RCN1 RFX1 RND1 RNF208 RRBP1 RUNX1 RYBP SARS2 SCAMP2 SCN7A SCRT1 SEC14L1 SEL1L SEMA4A SERPINA2 SHBG SLC19A1 SLC2A2 SLC37A4 SLCO5A1 SMAD5-AS1 SMPDL3B SMPX SMTN SPC25 SPICE1 SPINK1 SYNM TIMM17B TIMM44 TIMP2 TK1 TMEM177 TMEM184B TOLLIP TPX2 TRIB1 TSSK2 TTC39A TXNDC15 UBE2C UCHL1 WDR76 WNT5B XBP1 XCL1 XRCC4 ZCCHC24 ZKSCAN1 ZNF215 ZNF91 GSE13411_NAIVE_BCELL_VS_PLASMA_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13411_NAIVE_BCELL_VS_PLASMA_CELL_UP ABHD17A ABR ACACA ADAM28 ADGRE5 AKTIP ALDOC ALOX5 ANKRD1 AP1B1 APP AQR ARHGAP25 ARHGEF6 ARHGEF7 ARMCX2 ATAD2B ATP6V0E2 AUTS2 BACH2 BCL11A BCL2A1 BCL6 BHLHE40 BIN1 CAPG CAST CBLB CD19 CD1C CD200 CD74 CD83 CHD3 CLK2 CNTRL CORO1A COX16 CRYBG1 CWC25 CYB5R3 DAAM1 DALRD3 DAZL DCK DCLRE1C DDX52 DEK DENND2D DENND3 DENND5A DGKA DGKD DIXDC1 DNPH1 EML4 EVL FBXL14 FGF9 FRAT1 FYN GALNT10 GAREM1 GCC1 GIT2 GON4L GPM6A GPRASP1 GRK5 GSK3B HHEX HLA-DPB1 HLA-DRB4 HOXA5 HSF2 IL11RA IL24 IL27RA IL4R IMPACT INPP5B ISL1 JADE1 JADE2 JADE3 JAM3 KDM6A KIF16B KIF21B KLF4 LAIR1 LAT2 LCK LINC00667 LY86 MACF1 MGA MPPE1 MTHFSD MX2 NACA4P NEUROD1 NFATC3 NFKB1 NOTCH2 NPIPA1 NT5E NUDT3 NUP210 OFD1 OSER1 P2RX5 PAK2 PDZD8 PER2 PEX7 PFDN5 PHC1 PIK3CD PIKFYVE PKD1P1 PLAG1 PLEKHF2 PMS2P2 PPDPF PPP1R16B PRAMEF10 PRR5L PSME3IP1 PTBP2 PTPN18 PTPRK QRSL1 RAB11FIP1 RASSF2 RBCK1 RBM38 RBM8A REL REPIN1 RIOK3 RNASET2 RNF141 RNF187 RNF220 RPL10 RPL31 RPS10P5 RUBCNL RUNX3 SART1 SAV1 SCAF4 SERPINB1 SETX SH2B3 SIDT1 SLC15A3 SLC2A3 SNN SNX29P2 SOCS1 SP100 SPRY1 SSBP2 SSH1 STK17A STK19 TARBP1 TM6SF1 TP53BP2 TRAF3IP2 TRBC1 TRDMT1 TRIM13 TRIM33 TRMT2B TUG1 UBXN1 UPF1 USP24 VPS11 VPS8 WDR74 WNT6 WWC3 ZCCHC2 ZFP37 ZMAT3 ZMYM4 ZNF273 ZNF318 ZNF345 ZNF665 ZNF672 ZSCAN18 GSE13411_NAIVE_VS_IGM_MEMORY_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13411_NAIVE_VS_IGM_MEMORY_BCELL_DN ABCC1 ABHD6 ACY1 ADGRE2 AEBP1 AIP AKR1C2 AKR1D1 AKT2 ALDOA ANAPC15 AP2M1 APEH ATP6V0D1 ATXN1 BAK1 BANF1 BBOX1 BGLAP BLMH BMP2 BTN3A2 CAMKK2 CAPNS1 CBX6 CCL5 CCR2 CD27 CDK2AP1 CDT1 CEP250 CERS2 CHP1 CLUHP3 COL4A3 COPE CR2 CRCT1 CRELD2 CTSC CYP39A1 DAAM1 DCAF11 DCPS DELEC1 DEPDC5 DHRS1 DOK3 DRAM1 EDC3 EHD3 EIF2AK1 EIF3G EIF4B ELMO2 EML2 ENTPD4 EPRS1 ETFDH FAH FGL2 FUT8 FYN GALNT10 GAPDH GOLGA8A GPM6A GSTM2 H3C11 HK1 HOOK1 HOXB5 HOXD10 IDH2 IFI35 IGHM IGLV1-44 IMP4 INTS14 ISG15 JAM3 JCHAIN KANK1 KCTD5 KEAP1 KLF12 KLF6 LAMB1 LDHA LDHB LGMN LMO4 LOX LPXN LTB LY96 MACROD1 MAOB MARCKS MCM3 MDH2 MFSD12 MOCS3 MRPL12 MRPL44 MTF1 MTMR14 MYC MYDGF MYO1D MZB1 MZF1 NAALADL1 NACC2 NADK NAGPA NAP1L4 NDUFA9 NEBL NR5A2 NSMCE4A NUP93 ORAI2 P2RY11 PABPC1 PAX5 PCBD1 PDE3A PEF1 PEPD PGAM1 PGD PGK1 PIN1 PLAAT3 PMPCA PPFIBP2 PPIH PPM1G PPP1R13B PPP1R14B PRAMEF10 PSMC4 PSMF1 PTPN18 RAC1 RBCK1 RBFA RBM47 RBMS1 RNPEP RO60 RUFY1 SCRN1 SDHAF1 SLC25A1 SLC35C1 SLC35E2A SLC5A12 SLC9A5 SPAG1 SPAG7 SPEG SPRED2 SRD5A1 SSTR5 SSX2IP STK10 STK39 SYK TALDO1 TARS2 TBC1D10B TERF2 TFDP1 TFF2 TGIF2 THEMIS2 TLE3 TNFSF9 TNNC1 TPD52L2 TPI1 TRIM10 TSPAN14 TTR UQCR11 UQCRC1 UST VDAC1 VOPP1 VPS35 YIF1A ZBBX ZFYVE21 ZMIZ1 ZNF682 ZNF91 GSE13411_NAIVE_VS_IGM_MEMORY_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13411_NAIVE_VS_IGM_MEMORY_BCELL_UP ADCY10 ADH7 ADK ADRB2 AHCYL2 AHR ALDH1A1 ANKRD1 APOA2 ART1 ASAP1 ASGR2 BACH2 BAIAP2 BCL6 BCO1 BHLHE40 BIN2 BRINP2 BTN2A2 C19orf73 C1orf56 CAPRIN2 CASK CD200 CD52 CDH3 CDH9 CEP131 CEP170B CHFR CHST15 CLIC4 CORO2B CRIP1 CRYBA4 CXCL6 DAPP1 DAZL DCLRE1B DCUN1D4 DDX28 DGKD DGKI DMRT1 DPF3 DTX4 DUX4L8 EAF2 EFNB3 EIF5A2 EMP3 EPB41L3 EXPH5 EYA1 FLG FNDC11 GDPD3 GFPT1 GJC1 GOLGA6A GVINP1 GYS2 H1-1 H2BC17 HIPK3 HMGCS1 HOXA11 HSPB1 IFT81 IGHD IL4R IQCH ITGB2 ITPR3 JUN KCND3 KDM7A KHDC4 KIAA0040 KIFAP3 KLF4 KLF7 KLHL29 KRT6B KYAT1 LARGE1 LGALS14 LIG4 LINC00667 LINC01587 LMO7 LPIN2 LRRC8E MAB21L2 MAP4K3 MAPK13 MAPKAPK5-AS1 MEIS2 MFAP3L MGC4859 MIR600HG MLLT3 MMP28 MOGS MORC1 MSTN MYCT1 MYEF2 NAT8B NEK3 NELFA NFYA NQO1 NUDCD3 NXPH4 OAZ1 OPA1 OR10C1 OR7E24 PBLD PCDH9 PDCD6IP PGS1 PHF20L1 PIAS3 PKNOX1 PLAAT2 PLCB3 PLK2 PLK4 PLPBP PNOC PTPN21 RAB36 RASGRF1 RASGRP2 RIMS1 RPL34 RPL35 S100A10 SAP30 SATB1 SETD3 SH3BP2 SKAP1 SLAMF1 SLC22A3 SLC2A10 SLC6A6 SLCO1B3 SNAI2 SNTG2 SOBP SOCS1 SORL1 SOX30 SPC25 SPRY1 SRSF4 SSBP2 SULT1B1 SYCP2 SYNE3 TAS2R9 TASOR TCEAL2 TCL1A TES THBS1 TNFAIP3 TPR TPT1 TRIB2 TRIO TSC22D3 TSPO TUBB3 USH2A VEZF1 VGLL3 VHL WAC WBP11 WDHD1 WDR76 WDR91 XK ZFPM2 ZNF276 ZNF280A ZNF345 ZNF395 ZNF473 ZNF606 ZPBP GSE13411_NAIVE_VS_MEMORY_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13411_NAIVE_VS_MEMORY_BCELL_DN AAR2 ABCC1 ADAR AFM AIM2 AIP AP2S1 APEH ARL2 ATF4 ATG2A ATP6V0B ATP6V0D1 BCL2L2 BDH1 BHLHE41 BTBD7 BTN3A2 C17orf80 CBX6 CCDC25 CCL5 CCNG1 CCNO CCR6 CD27 CDK2AP1 CDT1 CEP250 CERS2 CHP1 CNPY2 COBLL1 CPNE1 CRCT1 CRTAP CRYBG2 CSF3R CTSA CYB5R1 DARS1 DEPDC5 DNAAF5 DNAH17 DOCK2 DYNC1H1 DYNLT1 ECHDC3 EDC3 EHBP1L1 EIF2AK1 EIF2D EIF3G EIF4B ELMO2 ENOSF1 EOLA1 EPRS1 EXOSC4 FAHD2A FAM174C FKBP14 FKBP1B FOXO3 FYN GALNT10 GET3 GLB1 GNAS GOLGA8A GPI GRN GSTM2 GUK1 H2AC25 H2BC3 HAGH HDAC3 HEXB HIVEP1 HOXD12 IARS1 IGFBP3 IL7 JAM3 JCHAIN JPT1 KLHL12 LCMT1 LDHB LGALS1 LHFPL2 LMO4 MACROD1 MAPKAP1 MARCKS MBTPS1 MDH2 MEA1 MED8 METRN MIA3 MKRN1 MLST8 MOB1A MRPL12 MRPL40 MRPL48 MRPS34 MRPS7 MSI1 MSRB1 MTHFD1 MTMR14 MX2 MYO7B NAP1L4 NARF NAXD NCAPD3 NEBL NEDD4L NIT2 NME3 NSMAF OSBPL3 PABPC1 PABPC4 PAK2 PAX5 PDIA4 PELO PGAM1 PGK1 PHKB PHLDA2 PIGT PIP4K2A PMPCA POLR1E POLR2E POLR2J POU2AF1 PPFIBP2 PPM1G PPP1R13B PPP1R16B PRKCD PRSS21 PSMF1 PTPRCAP RAC1 RAF1 RBCK1 RBMS1 REPIN1 RETREG3 REXO4 RNF220 RPL36A RPL39L RPS4X RTN4 RUVBL1 SCRN1 SDF2L1 SELENOW SLC35D2 SLC5A12 SMIM8 SP140 SPCS3 SRPRA STARD7 STK39 TARBP1 TARS2 TBC1D9 TERF2 TFDP1 TFF2 TMEM106C TNIP1 TPD52L2 TRAF3 UBE2M UNC119B UQCR11 UQCRC1 UST VAPB VPS35 XPNPEP1 ZDHHC4 ZNF343 ZNF593 ZNF780B ZNF91 GSE13411_NAIVE_VS_MEMORY_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13411_NAIVE_VS_MEMORY_BCELL_UP ABCA6 ADAM7 ADAMTS5 ADAMTS6 ADARB2 ADCY10 ADH7 AFF4 AKR1C3 ANKRD1 ANKRD36BP2 ANO2 AP4E1 APOA2 ARHGAP44 ART4 ASGR2 B9D2 BBS9 BCO1 BGN BHLHE40 BRINP2 C3orf52 CADM4 CAMK2A CASK CCDC82 CCT8L2 CD40 CD72 CD8B CDADC1 CEACAM8 CEP112 CEP162 CHI3L1 CHN2 CHST5 COL3A1 CORIN CORO1A CORO2B CPB1 CRISP2 CRYBA4 CRYBB2 CT55 DAZL DCUN1D4 DGKI DHFRP3 EFNB3 EIF5A2 EPHA4 EPHB1 FAM124B FBXL2 FLG FLT3 FRZB GABRB3 GAGE1 GDPD3 GHRH GJA4 GNRHR GOLGA6A GRB14 GRM6 GSDMB H1-0 HIPK3 HMGA2 HTR1F IFNG IL12B IL1RAPL1 IL3RA INA INPP5J IQCH JPH2 JRK KCND3 KIF4A KLF3 KLHL29 KYAT1 LCT LGR5 LIFR LIG3 LINC00667 LINC01587 MACIR MAGEA8 MAGEB3 MAPKAPK5-AS1 MCM10 MEIS2 MFAP3L MGC4859 MIR600HG MMP26 MOCOS MORC1 MYCT1 MYEF2 NAT8B NAV3 NCKAP1 NDST3 NEB NELFA NES NPHS2 NQO1 NTRK2 NXPH4 OR7A5 OR7E36P OVOL2 PALLD PCDHB12 PCSK1 PDZK1 PDZRN4 PLCB3 PLK4 PMF1 PPP1R13L PTPN21 PTPRJ RAI14 RASGRF1 RASSF9 RBMS2 RDX RIMS1 RPRM RPS16 RUNX2 SCGB1D1 SCGN SEMA6D SEZ6L SLAMF1 SLC6A6 SLCO1B3 SLCO1C1 SNAI2 SNAP91 SNRPN SNTG2 SORBS2 SOX30 SPAG11B SPC25 SPRING1 STAG3L4 STMN3 STS SVIL SYN2 SYNE3 SYNJ1 SYT11 TAS2R9 TNIK TRGV5 TRIM36 TRIM58 TSC22D3 USP9Y VAX2 VGLL3 VIPR2 WDHD1 WDR76 ZBED2 ZFPM2 ZNF154 ZNF155 ZNF395 ZNF440 ZNF444 ZNF446 ZNF473 ZNF507 ZNF606 ZPBP GSE13411_NAIVE_VS_SWITCHED_MEMORY_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13411_NAIVE_VS_SWITCHED_MEMORY_BCELL_DN ABCC1 ADAM20 ADAP2 AFM ALDH2 ANXA2P2 APOA1 ARMCX2 ARPP19 ATF4 ATF6B ATP5F1B ATP6V0C B4GALT7 BCKDHA BTN3A2 C3AR1 CAPZA1 CCDC85B CCDC88A CCDC92 CCL5 CCRL2 CD99 CERS2 CHD9 CHP1 CKAP2 CLPB CSF2RB CSF3R DAAM1 DDX52 DELE1 DENND4C DEPDC5 DNAH17 DOCK2 DOK3 DYNC1H1 ECHDC3 EDC3 EFR3A EIF2AK1 EIF2D EIF3G EIF4B ENOSF1 EPM2AIP1 EPN2 EPRS1 ETHE1 ETNPPL F8 FAM136A FAS FOLR3 G0S2 GALNT10 GID8 GOLGA8A GOLGA8B GSTM2 H2BC4 HAGH HEXB HLA-A HMG20A HS3ST1 IARS1 IFITM2 IFITM3 IGFBP3 IKBKB IL10RB IL7 IRAK1 ITGB1 KANK1 KANSL3 KDM6A LCN1 LGALS1 LGMN LHFPL2 LIN7A LOX MAN2A1 MAPKAP1 MARCKS MBTPS1 MDC1 MDH2 MEA1 METRN MLST8 MRPL12 MSI1 MTFR1 MTHFD1 MYO7B NARF NCOA6 NCR3 NDUFA9 NDUFB1 NEDD4L NIT2 NR3C1 NRXN3 NT5E NUDT4 OGFOD1 OSBPL3 P2RX3 P4HB P4HTM PABPC1 PABPC4 PACS2 PGK1 PHKB PIP4K2A PLEKHJ1 PLPBP PMPCA POFUT2 POU2AF1 PPFIBP2 PPM1G PPP6C PPRC1 PRKCB PRKRIP1 PRSS21 PSMF1 PTAFR PTPN22 PURA RABGGTA RAD17 RANBP6 RAP2B RBCK1 RBM10 RBMS1 REL RFPL1 RNASE2 RNF144A RPL13 RPL39L RPS6 RTN3 SCAF4 SCN5A SGPL1 SLC25A6 SLC31A2 SLC35C1 SPIDR STK10 STOM SUGP2 SYK SYNGR3 TARS2 TBC1D9 TBL1XR1 TERF2 TIMM44 TMEM106C TMEM127 TMEM248 TPD52L2 TUBD1 TUFM UQCRC1 USP13 USP9X VAPB VCL VIM VKORC1 VNN1 VOPP1 VPS35 WBP11 WIPF2 ZDHHC24 ZDHHC7 ZGPAT ZMAT3 ZMYND8 ZNF268 ZNF493 ZNF711 ZNF91 GSE13411_NAIVE_VS_SWITCHED_MEMORY_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13411_NAIVE_VS_SWITCHED_MEMORY_BCELL_UP ACAT2 ADCY10 ADH1C ADORA1 AFP AGFG2 AGRP AKAP12 AMOT ANGPTL7 ANKRD1 ANKRD26 ANKRD53 AQP8 ARC ART1 ATP7B B2M BCHE BMAL2 BOK BPNT1 CABP5 CACNG1 CADM4 CALCA CAMK2B CBS CCDC57 CD72 CDADC1 CDH3 CHIA CHRNA9 CLC CLDN6 CNTLN COL5A3 CYP2F1 CYP3A7 DCAF11 DCN DGKI DIAPH1 DLG3 DMPK DPF3 DRD5 DSCC1 EDN2 EDNRA EFCC1 EIF5A2 ENSG00000284948 ENTREP2 EYA1 FAM124B FAM169A FGF18 FJX1 FLG FNTB FRZB FZR1 GCG GCNT3 GIT1 GLB1L2 GLYAT GNL1 GPR107 GPR161 GRTP1 GSDMB GUSBP11 HCRT HEPH HES2 HIF3A HIPK3 HPCAL4 HPD HR HSD17B1 HSPBP1 IL6 INPP5J INSL5 INTS9 IQCH JRK KLRG1 KRT19P2 KRT6B LDLR LGALSL LHB LMO3 MAGEB3 MAGEL2 MATK MFAP3L MLNR MMP20 MORC1 MS4A2 MSMB MTHFSD MTMR2 MTMR7 MVD MYB MYCT1 MYH10 MYL1 MZB1 NAT8B NBL1 NDRG4 NECTIN3 NFATC4 NID1 NPAP1 NPAS3 NPTX1 NPY4R NXF3 NXPH4 NYX OLFM1 OR10C1 OR2S2 OR7C1 ORM1 OSMR OTUD7B OVOL1 PAK6 PALLD PARVA PCDHA2 PCYT1B PDE12 PDLIM4 PDX1 PDZRN4 PLEKHH3 PLK4 PPARGC1A PPP1R37 PPP4R4 PRAMEF12 PRR36 PRRC1 PRSS50 QPRT RASGRF1 RGN RGS11 RIMS1 RNLS RPL6 RTN1 SCG5 SCNN1G SELE SEMA3C SEZ6L SLC22A17 SLC26A2 SLC39A2 SLC5A4 SLC6A6 SLCO1B3 SLCO5A1 SLN SNAI2 SND1-IT1 SNTG2 SULT4A1 SYNE3 SYP TAS2R9 TBC1D10B TEAD3 TECTA TLN2 TMEM262 TRGV5 TRIM10 TRPC2 TUBA3D TUBA4B VEGFC WFDC2 WNT8B WT1 ZNF446 GSE13411_PLASMA_CELL_VS_MEMORY_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13411_PLASMA_CELL_VS_MEMORY_BCELL_DN ABCB4 ABCB7 ABLIM1 ADNP AIP AKAP10 ALOX5 ALOX5AP APOH ARHGAP24 ARHGAP25 ARHGEF18 ARHGEF6 ATP6V1H BACE2 BANK1 BEND5 BHLHE40 BIN3 BLCAP BPTF BTBD7 BTK C8orf33 CAMLG CBLB CCND3 CD19 CD48 CD52 CD53 CD69 CD72 CD79B CD83 CDC40 CHD9 CNTRL CORO1A CRYBG1 CSNK1G2 CTSO CUTC CYBB CYFIP2 DCK DENND2D DET1 DLST DMXL1 DOCK10 DOCK2 EIF2D EIF3K EIF4B EXT2 FBXL14 FNBP1 FRAT1 FYN GALNT10 GGA2 GIT2 HLA-DPA1 HLA-DPB1 HLA-DQB1 HLA-DRB1 HLA-DRB6 HLA-F HMBOX1 HPS5 IFITM1 IFITM2 IFITM3 IL16 INPP5A INPP5B INPP5D JADE2 JMJD1C KDM5B LAPTM5 LAT2 LBH LCP1 LTB LY86 LYN MAP1LC3B MARF1 MDN1 METAP1 MNT MSRA MYD88 MYO1F NAA40 NAXD NCOR1 NDRG3 NECAP2 NELFA NFATC1 NISCH NMI NOTCH2 NOTCH2NLA NUDT3 OFD1 OSER1 P2RX5 PAK2 PDLIM2 PFDN5 PHF11 PHKB PIK3CD PIKFYVE PIP4K2A PKIG PMS2P2 POLR1E PPP1R16B PRKCZ PTPRK PVRIG QRSL1 RASSF2 RBCK1 RBM38 RBMS1 RCL1 RCN2 REPIN1 RIPK2 RNASET2 RNF141 RNF220 RNF44 RPL10 RPL23A RPL31 RPL32 RPL34 RPL41 RPS10 RPS10P5 RPS12 RPS18 RPS27 RUBCNL SELL SEPTIN9 SIDT1 SINHCAF SKAP2 SLC25A36 SLC25A38 SLC66A2 SMC6 SNHG32 SNN SNX6 SP100 SP110 SPAG7 STK10 STK17B SYNGR2 SYNGR3 SYPL1 TAOK3 TARBP1 TGFBR2 TGIF1 TMEM62 TNFSF13 TRBC1 TRIM14 TRIM33 UBE2Z UBXN1 USE1 USP11 UST VPS8 WASF2 WBP1L WDR74 YPEL5 ZBTB18 ZCCHC2 ZFP36L1 ZHX2 ZNF266 ZNF468 ZSCAN18 GSE13411_PLASMA_CELL_VS_MEMORY_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13411_PLASMA_CELL_VS_MEMORY_BCELL_UP AARS1 ADGRE3 ADTRP AKR1C3 ALDH3A2 AMPD1 APOL1 AQP3 ARSA ART4 ASS1 ATF6 AURKB B9D1 BCKDK BMP6 BMS1P20 C3orf52 CALU CARMIL1 CASQ1 CBARP CBX6 CCNA2 CCNB2 CCR10 CD38 CDC20 CDC45 CDCA3 CDK1 CDKN1C CDKN2A CDKN3 CDT1 CEACAM5 CEP85 CHAC1 CLIC2 CLPB CLPTM1 CNKSR1 COL3A1 COMMD4 CRELD2 CSTF2 CTH CTNNAL1 CYP2E1 DARS2 DDR2 DEPP1 DEPTOR DHRS9 DNAAF1 DNAJC1 DNAJC3 DOLPP1 DTYMK DYNC1LI2 E2F2 ELL ELL2 EMC9 ENSG00000291006 EXO1 FAR2 FKBP2 GAGE1 GANAB GINS2 GINS3 GLDC GMPPB GSG1 GSTM5 GTF3C5 H2AC13 H2AC14 H2AC16 H2AC17 H2AC18 H2BC10 H2BC17 H2BC21 H2BC6 H2BC7 H2BC8 H3C3 H4C5 HAX1 HDLBP HMGB3 HMGB3P1 HSP90B1 IFNAR2 IGF1 IGFBP6 IGKC IGKV1-5 IGLJ3 IGLV3-19 IGLV6-57 IL5RA ITGA6 KDELR1 KDELR2 KDELR3 KIF18B KIF20A KRT6B LAMP5 LMAN1 LMF1 LORICRIN LYPLA2 MANF MASP1 MAT1A MCHR1 MELK MITF MKI67 MORC1 MT1E MZB1 NCAPG NEK2 NEU1 NOC2L NT5DC2 OPTN PDIA4 PGM3 PIM2 PINK1 PLAAT3 PPIB PPP1R26 PPP2R3A PRDM1 PRKAR2B PRMT8 PSRC1 PTTG1 PTTG3P PXMP2 RAB26 RAB30 RAD54L RBKS RFX1 RRBP1 RRM2 SCAMP2 SCAMP5 SCRT1 SDC1 SDF2L1 SEC14L1 SEC61A1 SEC61B SEL1L SERPINA2 SLAMF7 SLC17A5 SLC35B1 SMPDL3B SORT1 SPAG5 SPC25 SSH3 SSR4 SULF1 TARP TERT TG TIMP2 TK1 TMEM184B TNFRSF17 TOP2A TPX2 TRIB1 TRIM29 TROAP TXNDC15 TYMS UBE2C UCHL1 VEGFA VKORC1 WDR76 WNT5B XBP1 XRCC4 ZCCHC24 ZNF215 GSE13411_SWITCHED_MEMORY_BCELL_VS_PLASMA_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13411_SWITCHED_MEMORY_BCELL_VS_PLASMA_CELL_DN AANAT ACTL7A ADGRA3 ADGRE3 AGTR2 AKAP12 AKR1C3 ALDH7A1 APOL1 APOL6 AQP3 ARSA ASF1B ASRGL1 ATP8B2 AXL B9D1 BBOX1 BET1L BLMH BMAL2 BRCA1 BTN2A3P CACNA1F CARMIL1 CBARP CCR10 CD2 CD38 CDADC1 CDC25A CDH15 CDH17 CDK1 CDT1 CLIC2 CLINT1 COPZ2 COX6A2 CRELD2 CTH CTLA4 CYP1A1 CYP2E1 DARS2 DGCR5 DNAJC1 DOLK DOT1L DPY19L1 DUOX2 DUSP7 DYNC1LI2 EHHADH ELL EMC9 EPB41L1 EXO1 EXT1 FAM149A FICD FKBP11 FKBP2 FOLH1 FOXD3 G6PC3 GANAB GAS8 GCGR GHR GJA1 GMPPB GPC4 GPR50 GPRC5D GSG1 GSTM1 GSTM3 GSTP1 GTF3C5 GUCY1A2 GZMA H2AC14 H2AC16 H2BC17 H2BC5 H2BC6 H4C13 HDLBP HEY1 HGD HTN1 ICAM1 IGHMBP2 IGKC IGKV3-20 IGLJ3 IGLL3P IGLV3-19 IL5RA ITGA2 ITGBL1 KAZN KCNA3 KCNMB1 KDELR2 KDELR3 KIFC1 KLHL4 KLK3 LAGE3 LIME1 LRRN3 LYPLA2 MANSC1 MARK2 MASP1 MCF2 MCHR1 METTL1 MGAT1 MICALL1 MMP15 MORC1 MRPL12 MT1E MYF6 MYO1C NCALD NKAIN1 NR5A1 OPTN OR10H1 OR1G1 OR2H1 OR7E87P OVOL1 PARPBP PCSK5 PDK1 PFKFB1 PGM3 PKMYT1 PKP3 PLA2R1 PLPP2 POLD1 PPIB PPP1R26 PRDM1 PRPH PSRC1 PTPRT RAD54L RAP1GAP2 RARB RASIP1 RCN3 RET RND1 RNF208 RRBP1 RTN1 RYBP SARS2 SCARB1 SCN7A SERPINA2 SLAMF7 SLC17A5 SLC25A4 SMAD5-AS1 SMPDL3B SMPX SPAG5 SPICE1 SPOCK1 SPP1 STC1 SULF1 TAAR5 TARP TH THAP4 TIMP2 TNFRSF17 TPX2 TRIM49 TSHR TSSK2 TTC30A UBE2C VEGFA ZNF215 ZNF460 GSE13411_SWITCHED_MEMORY_BCELL_VS_PLASMA_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13411_SWITCHED_MEMORY_BCELL_VS_PLASMA_CELL_UP ADAMDEC1 AKAP10 ALDH5A1 ALOX5 ALOX5AP ANXA1 AP1S2 AP3M2 APP ARHGAP24 ARID4B ATAD2B ATP2B1 ATP6V0E2 ATP8A1 AUTS2 AVL9 BACE2 BAP1 BPTF BTBD7 BTK BTN2A1 CAPG CAPRIN2 CBLB CCNT2 CD19 CD22 CD74 CD79B CDK13 CEP68 CHD1 CLK2 CORO1A CRK CRYBG1 CSNK1G2 CTNNBL1 CYBB DCLRE1C DDAH2 DDX60 DEK DENND2D DET1 DGKA DNAJB14 DPH5 DPY19L4 DUSP6 EIF2B5 EXT2 FBXL14 FIP1L1 FRAT1 GALT GGPS1 GIT2 GOLGA8B GSTM4 HCG4B HHEX HLA-DRB6 IL15 INPP5B INPP5D IQSEC1 JADE1 JADE3 JAM3 KDM3A KLF4 LAT2 LBH LCK LPGAT1 LSM14A MAML1 MAN2B2 MAP1LC3B MAPK1 MCCC2 MCM9 MED14 MEGF9 METTL22 METTL8 MOB4 MORC3 MTR MYC MYD88 NAA40 NCOA1 NDRG3 NECAP2 NFKB1 NFRKB NKRF NPLOC4 NUDT3 OAZ2 OSER1 OSGEP PARP12 PARP8 PCNX1 PDZD8 PEX26 PGS1 PHF20 PIBF1 PIK3R1 PISD PLEKHF2 PLEKHO1 PMS2P2 POLR3C PPFIA1 PPP1CB PRKX PRPF3 PSME3IP1 PTBP2 PTK2 PTK2B PTPRK RAPGEF6 RASSF1 REPIN1 RHOG RHOH RIPK2 RNF220 RNFT1 RPL31 RPS17P5 RPS6KA3 RSBN1 RUBCNL RUNX3 RYK S100A10 SCPEP1 SEPTIN9 SGMS1 SH3BGRL3 SIAH1 SLC25A24 SLC25A36 SLC7A7 SMARCAL1 SMARCB1 SNAPC1 SNX10 SNX29P2 SOCS1 SOS2 SP100 SPG11 SYNGR3 TARBP1 TCEAL1 TCF20 TGFBR2 TIPRL TLK2 TMEM222 TMUB2 TNFRSF10B TNFSF13 TP53BP2 TRAF3IP2 TRAF4 TRAPPC11 TRIM13 TRIM33 TRIM38 TRMT61B TWF1 TWNK USE1 USP39 USP6NL VPS13D WDR47 YTHDC2 ZBTB14 ZFYVE16 ZFYVE26 ZMAT3 ZMYND8 ZNF134 ZNF157 ZNF266 ZNF529 ZSCAN18 ZSCAN32 GSE13484_12H_UNSTIM_VS_YF17D_VACCINE_STIM_PBMC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13484_12H_UNSTIM_VS_YF17D_VACCINE_STIM_PBMC_DN ABCC2 ADM AHR AIDA ALAS1 ALPK3 APOD AQP9 ARHGAP29 ARL15 ARL8B ARR3 ASAP1 ATF3 ATF6B ATOX1 BAK1 BANP BHLHE40 BTG3 C1GALT1 C3 CABP2 CABYR CACNA1D CALM1 CASP5 CASP7 CCL8 CD226 CD40 CD48 CD59 CDK17 CHMP5 CHST2 CKS1B CKS2 CLIP3 CLSPN CLUAP1 COQ4 CYP2J2 DDX10 DENND5A DGLUCY DHX58 DZIP1 ECE1 EDN1 EXOC2 FCER2 FKBP5 FPR1 GADD45B GGT1 GIMAP4 GIMAP6 GLA GNA14 GNAT3 GPR27 H2BC21 H3-3B HAS2 HBEGF HCP5 HK2 HRH1 HRH3 HSD11B1 HSPA2 IFI35 IFI44L IFIT5 IFNG IL1RN IL2RA IPCEF1 IRAK3 IRF1 IRS1 ITGB3 JAK2 JAM2 KBTBD2 KCNC1 KCNK10 KIAA0040 KIF25 LAGE3 LAMP3 LBP LDHA LEFTY1 LINC01260 LRRFIP2 LTA LY6E LYVE1 MAB21L1 MAD2L1BP MAP2 MCL1 MGLL MREG MRPL17 MSC MSL3 MST1R MT1E MTERF1 MTF1 MYBPC2 MYO1B MYO5C NADK NDP NDUFA8 NFKBIE NLRP3 NOL3 NSUN3 OGFRL1 OLFM1 OPTN OR2B2 PALLD PAPSS2 PCNX1 PCSK1N PKIG PLAT PLAUR PLEKHA6 PMAIP1 PPP3CC PRDX4 PSMA6 PTX3 RAB13 RABGEF1 RAG2 RALGAPA1 RBM28 RCL1 REG1B RFX5 RGN RHOQ RORB RUNDC3B RUVBL1 SAV1 SCG5 SERPINB2 SERPINB7 SERPINE2 SEZ6L SFT2D2 SHFL SIGLEC1 SLC25A37 SLC2A3 SLC37A1 SLC7A7 SNX10 SORT1 SOS1 SOX5 SP140L SUPT3H SVIL TAP2 TBK1 TCL1B TGFA TMEM187 TMEM255A TNFAIP8 TOR1B TRADD TRAF6 TRAFD1 TRANK1 TTLL4 TULP1 TWNK UNC119 USP15 VASH2 WNT5A WTAP YRDC ZBTB43 ZC3H12A ZMIZ2 ZNF750 GSE13484_12H_UNSTIM_VS_YF17D_VACCINE_STIM_PBMC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13484_12H_UNSTIM_VS_YF17D_VACCINE_STIM_PBMC_UP ABHD11 ACTL6A ADAP2 AKR1A1 AMMECR1 ANG ANKRD49 APOLD1 APPBP2 ARID1A ATP1A1 ATP6V0D1 AVL9 BIN1 BIN2 BLVRA BLVRB BNIP3 BPNT2 BRCC3 C3orf14 CALM2 CANX CD14 CD36 CDC23 CDC34 CDIPT CDV3 CEBPA CEP63 CHPT1 CLDN6 CLEC5A CLIC1 CLTC CMPK1 COIL COMMD10 CSNK1G3 CSRP1 CUTA DBP DDHD2 DDOST DDX41 DENND1A DHX40 DPT DPY19L2P2 DSTN EEF1B2 EIF2AK1 EIF2D EIF4B FABP4 FAM8A1 FBLN1 FCN1 FIG4 FOCAD FOS FPR3 GAA GAL3ST4 GASK1B GET1 GIT2 GLG1 GLT8D1 GSN HACD2 HEXB HIGD1B HIPK2 HK3 HLA-DMA HP1BP3 HSPA14 IARS2 IDH2 IGF2-AS INPP4A INPP5A IQGAP1 KDELR2 KIT KLF7 KLHL24 KLRB1 KXD1 LINC00342 LINC00963 LRRC42 LRRC8D LSM14A LXN MACF1 MACROH2A1 MACROH2A2 MARCHF1 MBNL2 MPP1 MSANTD2 MSRB2 MTMR4 MTRF1 MZT2B NACA NACC2 NARS1 NCOA4 NDUFA2 NDUFC2 NEK7 NEK9 ORC5 P4HTM PABPC3 PANK3 PCDHA9 PCYOX1 PCYOX1L PDIA3 PECAM1 PGD PHKG2 PI4K2A PIH1D1 PKD2 PKP4 PLA2G15 PLBD1 POLR1E PPARG PPCDC PPM1D PRR13 PSAP PSME4 PTGS1 RASSF2 RB1CC1 RCBTB2 RDH11 RHOA RMND5A RNASE4 RNF139 RPL17 RPL21 RPS6KB1 RTL8C S100A6 SACS SGPL1 SH2D1A SIL1 SIN3B SKIC3 SLA SLC25A46 SLC35A1 SPTBN1 SPTLC1 SRSF1 SUMO3 TAGLN2 TBL2 TENM1 TEX2 TGOLN2 TPST2 TRAM2 TREM2 TSC22D3 UBA52 UBR5 UQCRC2 USP10 UTP18 VAMP1 VAMP8 VPS13B VPS37A WDR37 XPO7 YBX1 YIF1A ZBTB11 ZBTB18 ZC3H14 ZDHHC11 ZFAND3 ZMPSTE24 ZNF124 ZNF133 ZNF137P ZNF140 ZNF34 GSE13484_12H_VS_3H_YF17D_VACCINE_STIM_PBMC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13484_12H_VS_3H_YF17D_VACCINE_STIM_PBMC_DN ABCB4 ADCYAP1 AFTPH AHCTF1 AKAP7 AP3M2 ARID5A ARL4C ATP1A1 B4GALT1 B4GALT5 BAK1 BCL2A1 BCOR BTAF1 BTG2-DT C4BPB CAMK1D CARHSP1 CARTPT CAVIN2 CCDC93 CCZ1B CD36 CD5 CDKL1 CDKN2D CEMP1 CHN2 CHP1 CISH CLASP2 CLEC2D CMAHP CNDP2 COX7B CRYBG1 CYB5B CYCS CYP4F8 DCAKD DDX50 DEAF1 DEFB1 DENND5A DLL3 DNAJA1 ECD EEF1A2 EEF1B2 EIF3J EIF4A1 ENDOD1 EPAS1 ERCC6L ETV7 FUS GBP1 GBP2 GJC2 GNAZ GP1BA GPN1 GPR18 GPR65 GSPT1 GUSB H2AC4 H2BC17 HBS1L HCAR3 HIVEP1 HLA-DMA HLA-DPB1 HMCES HNRNPM HP ICAM1 IL18R1 IL1A IL1R2 IL4R IRGQ ISCA1 ITGAM KCNIP1 KDM6B KIR2DL4 KLF2 KLF4 KLHDC4 KLHL20 KLRB1 KPNA1 LAIR2 LMO4 MAD1L1 MAGT1 MALT1 MAP3K2 MAPRE2 MARCHF2 MGST2 MIA3 MIR22HG MPC1 MST1R MTHFD2L MTPAP MTR MTX1 MYD88 MYH2 MYO6 NDUFA9 NFYC NR4A2 OTUD7B P2RX5 PARP4 PCK1 PECAM1 PGK1 PICALM PIM1 PITPNB PMAIP1 POLR3E PPP1CB PRDX6 PRNP PRSS53 PSAP PSMD12 PVALB PXN RAB29 RAB3GAP1 RAB4A RACK1 RAI1 RAP1GAP2 RASGRP1 RBM12 RBPMS REG3A REPS2 RGCC RHOBTB1 RIF1 RLF RNF103 RPL3 RPL5 RPL8 RPSA RUFY1 RUVBL1 S100A6 SAMD9 SCAF4 SCPEP1 SEH1L SEL1L SERPING1 SFXN1 SH2B3 SLC10A3 SLC25A32 SLC25A6 SNRK SP100 SPTBN1 STAT3 STAT4 SYNCRIP TAS2R3 TFDP2 TGFBI TGIF1 TIPIN TLE3 TMEM39A TMX4 TNFSF14 TOR1B TPSD1 TSC22D3 TSPAN9 TULP2 UTP11 VOPP1 VPS37B WARS2 ZBTB1 ZC3H13 ZCCHC14 ZNF124 ZNF200 ZNF276 GSE13484_12H_VS_3H_YF17D_VACCINE_STIM_PBMC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13484_12H_VS_3H_YF17D_VACCINE_STIM_PBMC_UP AASDHPPT ABCA5 ABCC2 ABI1 ACOT8 ACSM3 ACYP1 ADAP2 ADO ADPRH AGPAT1 AGRN AKR1B1 ANP32B AP1AR ARL15 ARPC1B ATP5F1E ATP5PF ATP6V0C ATP8B4 ATRX ATXN7L3B AUH B3GAT3 BBS4 BCCIP BORA BSCL2 BTN3A1 C1orf50 CALCRL CASP5 CBFA2T2 CCDC22 CCL17 CCL8 CCR5 CDC42EP2 CDKN2AIP CEP192 CERS2 CETN3 CHCHD3 CHFR CKS1B CLOCK CNTRL COIL CPM CRIM1 CRIPT CTSH CYBC1 DCLK1 DCUN1D4 DENND1C DET1 DHRS1 DNMT1 DPP8 DYNLL1 ELOA-AS1 ENTR1 ERBIN ERG28 FABP5 FAM110B FDFT1 FLCN FTH1 GGT1 GIMAP6 GNPDA1 GPR88 GRIA2 H1-0 HACD1 HDHD5 HSD11B1 HSD17B4 HTRA2 IDH1 IFI44L IL10RB IP6K1 KDELR2 KIAA0408 KIF1B KLHL12 KTN1 LASP1 LCK LGALS3 LHFPL2 LILRB1 LIMK2 LMO3 LPP LRP12 LSM6 LYSET LYST MAP3K12 MAPK1 MAVS MCM9 MEGF9 MET METTL13 METTL3 MGLL MICU1 MPZL1 MSRB1 MYO1B MYO1F NAE1 NCOA4 NDUFAB1 NLRX1 NSD2 NUCKS1 OAZ2 P3H1 PAPSS1 PCSK1N PFKM PGS1 PHTF2 PIP4K2C PLAGL2 PLAT PMS2P1 POLG2 POLR2D PPP1R3D PPP2R5E PRDX1 PSMD4 PUS1 RAB20 RAB28 RASSF4 RBM6 RCBTB2 RENBP RESF1 RIDA RIOX2 RNASEH2A RNASEH2B RSRP1 SEC22B SELENOT SEPTIN9 SERPINB7 SEZ6L SIGLEC9 SLC19A2 SLC46A3 SMAD5 SMAP1 SNRNP25 SNRNP70 SNX11 SNX19 SOS1 SPG21 STMN3 STX7 SUCLG2 SYNC TBC1D2 TGFA THADA THBS1 THEMIS2 THYN1 TMC5 TMEM187 TNKS TP53TG1 TP73-AS1 TPP1 TRAPPC3 TRMT2A UBE2V2 UTP14C VAMP1 VPS13B WDR12 XYLT1 ZBTB14 ZDHHC6 ZFPL1 ZMIZ2 ZNF274 ZNF280D ZNF529 GSE13484_3H_UNSTIM_VS_YF17D_VACCINE_STIM_PBMC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13484_3H_UNSTIM_VS_YF17D_VACCINE_STIM_PBMC_DN ABTB2 ACSL1 ACVR2A ADAM19 ADCYAP1 ADPRH AFF1 AGFG1 AGRN APOBEC3A APOBEC3B APOL1 ARHGAP6 ARID5A ARL8B ASIC4 B3GNT2 B4GALT1 BACH1 BAG1 BAK1 BAZ1A BCL2L14 BCL6 BCOR BID BLVRA BMX C19orf73 C3 C4BPB C6orf62 CAPN5 CASP5 CCL4 CCNL1 CCR7 CCSER2 CD164 CD47 CFLAR CHIC2 CHST12 CLIC2 CLIC4 CNDP2 COBLL1 CUL4B CYLD DHX15 DNAAF1 EHD4 ELK4 ELMO2 EML4 EPB41L1 ERCC6L ETV7 EZH2 FANCA FCGR2B FFAR2 FGD2 FGF5 GATA6 GEM GIMAP4 GIMAP6 GK3 GNG5 GPR171 GTF2A1 GTF2I GTPBP2 HCAR3 HLA-DOB HSP90AA1 HSPA1A ICAM1 ICAM5 IER2 IFI35 IFITM1 IFNG IGSF6 IL10 IL12RB2 IL15RA IL18RAP IL19 IL1A IL2RA INHBA IRF9 IRS1 ITK JAK2 JUP KCNA3 KCNJ2 KMO LDLR LGALS9 LGSN LINS1 LMNB1 LPIN2 LY6E MARCKS MAT2B MMP1 MPZL2 MSL3 MT1E MT2A MX2 MYC MYD88 N4BP1 N6AMT1 NBN NDUFV2 NKX3-1 NLRP3 NMI NOX3 NSUN6 OAS1 OAS2 OASL OR2B2 OTUD7B P2RY14 PARP8 PDE4B PIM1 PLAU PLAUR PMAIP1 PPP1R16B PRKD2 PSMB8 PTGS2 QKI RAB29 RBBP6 RBCK1 RBM7 RBPMS RNF122 RNF19B RPS6KA5 RRBP1 S100A14 SBNO1 SCARF1 SEPTIN10 SERPINA4 SERPINB8 SLC22A11 SLC7A5 SNAP25 SOD2 SPSB1 SRC STAP1 STC2 STX12 SUMO4 TAP2 TCN1 TENT5A TENT5C THRB TIPIN TMEM187 TMEM255A TNFAIP8 TNFRSF4 TOR3A TRAF1 TRAFD1 TRANK1 TRIM22 TRIM25 TRIM36 TRIM5 TWSG1 TXN UBA7 UBE2L6 ULBP1 USP15 USP25 VTN XAF1 ZC3HAV1 ZCCHC2 GSE13484_3H_UNSTIM_VS_YF17D_VACCINE_STIM_PBMC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13484_3H_UNSTIM_VS_YF17D_VACCINE_STIM_PBMC_UP ABCA5 ABCD3 ABCF2 ABHD6 ACBD4 ACTG1 ACVR1B ADGRF1 ADIPOR1 AKAP1 AKR1C4 AMZ2 ANP32B AP1S2 AP3D1 APPL2 ARL6IP5 ATG12 ATIC ATP5F1E ATP6V0B ATP6V1C1 BCAT2 BEND5 BICD2 C1orf50 CAMK4 CBR4 CCDC198 CDC34 CDK19 CEBPA CELF2 CEMIP2 CEP68 CETN3 CHFR CLPP COIL COMMD9 CRIPT CRY1 CRYL1 CYC1 DCLRE1B DEFB126 DKC1 DNAAF2 DPEP3 DYNC1LI1 DYNLL1 EDC4 ELAVL1 ENG ESYT1 FAHD2A FAM131A FARP2 FASTK FBXO9 FDFT1 FGGY FGR FLCN FRAT1 FRAT2 FSCN1 FTL GABARAP GABARAPL1 GAPDH GAS7 GATD3 GBF1 GDE1 GDI2 GGA2 H1-4 HCFC1 HTRA2 ID3 IMPA2 KDELR2 LBR LBX1 LCK LRRK1 LSM14A LUC7L3 MAPK1 MARCHF1 MAVS MCCC1 MDN1 MEAF6 MERTK MFAP3 MIOS MKNK1 MKRN2 MMS19 MNT MORC2 MRFAP1L1 MRPL49 MTMR14 MXI1 NAALAD2 NACC2 NCOA4 NCOR1 NDUFAB1 NME7 NSF NTRK1 OSBPL11 PAPOLA PAPOLG PBX3 PEX6 PFDN4 PGM1 PI4KB PIK3IP1 PIK3R5 PIP4K2B PIP4K2C PLAG1 PLEKHJ1 PNMA1 POLR2B POLR2C POLR3C PPAT PPM1F PRDX3 PTPN9 PTTG1IP PYGB PYY RAB6A RALBP1 RAMP1 RASSF1 RBM4B RDH11 RIN3 RMND1 RMND5A RNF114 RNPEPL1 RPL13P5 RPL22 RPL35A RPP14 RREB1 RSBN1 S100A11 S1PR5 SASH3 SDHAF1 SHMT1 SIGLEC9 SLC30A1 SNAPC5 SNRK SPAST SWAP70 TBCC TCF20 TDG TFDP1 TIMM17B TLE3 TMC6 TNFSF8 TRH TRIM8 TRIP4 TSC22D3 TSEN2 TSSK1B TXNDC9 UGDH UQCRH VAMP1 VAMP3 VCAN VPS37C WDR19 XPOT ZCCHC8 ZFAND3 ZFP37 ZNF142 ZNF223 ZNF268 ZNF408 ZNF573 GSE13484_UNSTIM_VS_12H_YF17D_VACCINE_STIM_PBMC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13484_UNSTIM_VS_12H_YF17D_VACCINE_STIM_PBMC_DN ACP2 ACTL7B ADAM9 ADAR ADM ADM2 AKR1C2 ALOX15B ANPEP APH1B APOL1 AQP9 ARC ARF4 ARFGAP3 ARID5B ARL3 ARPC3 ASCL3 ATP6V1H BTG3 C1GALT1 C2orf49 C6orf62 CABYR CCL23 CENPS CERT1 CGGBP1 CKS1B CLUAP1 COQ10B COQ7 COX17 CPM CSRNP2 CTSH CYBA DHX58 EIF3J ELOC ENG ENPP2 EPAS1 ERP44 ETNK1 ETS2 EVI2A FAM114A2 FASTKD3 FBN1 FBXL12 FCAR FICD FKRP FOXB1 FYCO1 GAL3ST4 GBAP1 GIMAP6 GLRX3 GLUL GNAI3 GRIA3 GTDC1 GTF2I H1-0 H2BC4 HAMP HAS2 HILPDA HMGCS1 HSD11B1 HSPA13 IER5 IFITM2 IGF2R IKZF3 IL17A IRAK3 IRF2 IRF7 IRS1 JADE3 KIAA0408 KIF18A KIFBP KLHL21 LAMP2 LAMTOR3 LAP3 LDHA LIG4 LMBRD1 LNPEP MARCKSL1 MCOLN1 MED28 MRC2 MRM1 MRPL42 MT1E MT1X MT2A MXD1 MXRA7 MYC NAPA NBN NDP NETO2 NF1 NR3C1 NRIP3 NSUN3 NXT2 OGFRL1 OR7E87P PDCD4 PDCD6 PDE4A PDXDC1 PI4K2A PILRA PITPNA PIWIL1 PLA1A PLAGL2 PLAUR PMCH PNN PPP1R16B PPP1R17 PPP1R3D PPP2CB PSMA2 PSMB7 PSMB8 PSMC4 PSMD1 PTGS2 QPCT RAB21 RAB31 RAB33A RABIF RAD51D RAPGEF5 RBCK1 RENBP RNF19B SDCBP SEMA3E SERPINB8 SGCG SGMS1 SGPL1 SHFL SINHCAF SLC11A2 SLC5A3 SLITRK3 SNRPB SP3 SPRED2 SRP9 STIMATE SZRD1 TCN1 TIGAR TIMM17A TMEM185B TMEM50A TMOD3 TMX1 TNF TNFSF14 TPM4 TRAF6 TRAFD1 TRAPPC3 TRIB1 TRIM14 TSPAN6 TTC33 TUBB3 TXNDC9 UBE2L6 UFD1 VCP VRK2 WSB2 ZBP1 ZBTB43 ZC3H12A ZNF134 ZNF207 ZNF45 ZNF696 ZW10 GSE13484_UNSTIM_VS_12H_YF17D_VACCINE_STIM_PBMC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13484_UNSTIM_VS_12H_YF17D_VACCINE_STIM_PBMC_UP AATF ABCF3 ABLIM3 ADA2 AK2 AKAP1 AKAP9 ALDH3A2 ANK1 ANKRD26 AQR ARGLU1 ARL4C ATP1A1 ATP5IF1 ATP5ME AUH AXIN1 BABAM1 BACE2 BLCAP BTAF1 C2CD2 CASP8AP2 CAT CAVIN2 CBFA2T3 CD248 CD27 CD36 CDIPT CDK13 CDK2AP1 CHP1 CITED2 CNOT7 COLGALT1 CORO1A CRTAP CTDSPL CTNNBIP1 DDX42 DDX47 DENND1C DERA DGKA DLEC1 DNAJC16 DNAJC9 DPP6 DYM EEF1D EEF1G EHD3 EID1 EIF2B3 EIF3G ELAVL1 FASTK FBL FBP1 FHOD1 FKBP6 FLI1 FXR1 GABRA2 GARNL3 GLMN GLRA3 GRM8 H2AC4 HERC3 HLA-DPB1 HOMER2 HOXA9 HPS1 HRH3 HSD17B4 HSPA14 IARS2 IFFO1 IGF2-AS IGF2BP3 IL11RA INPP4B IQSEC1 ITPK1 KRT9 LARP1 LIME1 LYZ LZTFL1 MAN1A1 MAP7D3 MATR3 MEF2C MIEF1 MINDY1 MORN1 MPO MRPS2 MTMR4 MTRF1 NAIP NDC1 NDUFS7 NELFCD NGDN NINJ2 NOP53 NPEPL1 NR4A2 NUCKS1 OAT OLA1 ORC4 OSGEP P3H1 PARD3 PCSK7 PDHA1 PDS5A PECAM1 PEPD PGLS PGRMC1 PHTF2 PIGB PLEKHA6 PMM1 POLQ POLR2H PPP6R3 PRKACA PRKX PROSER1 PSTPIP1 PTGS1 PTP4A2 PYCARD QRICH1 RANGRF RASSF2 RCN1 RERE RHOBTB1 RPL10L RPS11 RPS24 RPS25 RPS6KB1 RPSA RXRA SCPEP1 SEC24C SECISBP2 SLA SLC12A9 SLC25A36 SLC2A4RG SMAD1 SMIM7 SORL1 SPTBN2 SRRM1 SRSF5 SRSF6 STN1 SUPT7L TAL1 TBKBP1 TKT TMEM134 TNFSF13 TOE1 TPD52 TPM1 TPP1 TRIB2 TSPAN8 TUBGCP2 UFC1 UQCRC2 URI1 VAMP1 VAMP2 VAMP8 VPS51 VPS53 VPS9D1 XPNPEP1 YBX3 YTHDC2 ZBTB14 ZC3H4 ZDHHC7 ZFAND3 ZMYND11 ZNF34 GSE13484_UNSTIM_VS_3H_YF17D_VACCINE_STIM_PBMC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13484_UNSTIM_VS_3H_YF17D_VACCINE_STIM_PBMC_DN ABLIM1 ABTB2 ACTR1A ADAM9 ADAMDEC1 ADM AK4 AKR1C1 AMPD3 APOL1 ARHGDIG ARPP21 ASPH ATP10A ATXN7L1 AZIN1 BBIP1 BCL3 BST2 BTF3P12 BZW1 CASP3 CASP7 CD164 CDC27 CDC42EP2 CENPC COQ10B CORO2A CRADD CREB3 CXCL8 CXCR3 CYLD CYTIP DEAF1 DENND5A DKK3 DNAJB4 DNAJB9 DOCK4 DSCAM DSE DUOX1 EBI3 EHD1 EIF1B EIF2AK2 EIF4E ELK4 ELOC EPS8L2 ESPL1 ETV6 FAS FASLG FCGR2B FGA FICD FNDC3A FPR3 FYN GADD45B GALNT14 GGA2 GOLT1B GPRC5A GRK5 GTF2I HAUS3 HBS1L HIVEP3 HMGCS1 HMGCS2 HRC IDO1 IFITM2 IL12RB2 INPP5A INTS14 IRF4 IRF9 IRGQ IRS1 JARID2 JMJD6 KCNN1 KRT19P2 KYNU LAMB3 LAMP2 LAMTOR3 LINC01260 LMNB1 MAGEC1 MAGOH MAGT1 MAN1C1 MARCHF5 MED21 MGAT2 MICALL2 MIS12 MITF MMADHC MMP1 MMP9 MN1 MSC MT1G MT2A MXD1 MYH10 MYL12B MYO6 NAA50 NAMPT NAPG NBN NDST2 NFKBIE NOP10 NRIP1 NUP58 NXT2 OAS1 OAT OTUD7B P2RY4 PCDHA3 PDE4DIP PDPN PEF1 PGK1 PHF11 PIM2 PITPNB PLAU PLEC PLEKHO2 PLK3 PLSCR4 POLR3E PPP1CB PPP2CB PRC1 PRKAG2 PROCR PSMA2 PSMA6 PTPN12 R3HCC1L RAD21 RAPGEF2 RBPMS RFTN1 RHEB RPL36AL RSRC2 S100A5 SEPTIN10 SERPINB8 SFXN1 SGMS1 SGPL1 SH2D2A SHFL SIDT1 SIM2 SLC22A4 SLC26A2 SLC38A2 SLC5A6 SNIP1 SNRPB SOCS5 SPATA6L SPRING1 ST8SIA2 ST8SIA4 STAP1 THBS1 TM4SF4 TMED5 TMOD3 TNFRSF12A TPM4 TPST1 TRIM5 TULP2 UBE2L6 VCPIP1 VPS37B VRK2 ZC3H12A ZFP30 ZFYVE16 ZNF165 ZNF350 ZSCAN32 GSE13484_UNSTIM_VS_3H_YF17D_VACCINE_STIM_PBMC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13484_UNSTIM_VS_3H_YF17D_VACCINE_STIM_PBMC_UP ABCC5 ACADM ACOT8 ACSM3 ADH5 AGO1 AKAP1 AKAP7 AMELY AMZ2 ANAPC5 ANK1 ANKRD36B AP1AR AP3D1 APPL2 ARHGEF18 ARHGEF6 ATG4A ATP5IF1 ATPAF2 AXIN1 BMPR1A BSCL2 C2CD3 CABIN1 CALML4 CAPN10 CAPRIN2 CASP8AP2 CAST CBX3 CD27 CD40LG CDK13 CENPT CEP135 CEP350 CEP68 CHFR CNOT3 CNOT9 COG4 COLQ COQ8A CPSF6 CX3CR1 CYBC1 CYTH4 DAG1 DCUN1D4 DDX23 DDX39B DDX42 DDX49 DDX51 DENND1C DIAPH1 DLG1 DNAJB14 DOCK9 DOP1B DPEP2 DPP8 DSTYK ECHS1 EFHD2 ENOPH1 EOLA2-DT EPHA1 EPHX2 ERBIN FAM117A FAM136A FBXL5 FBXO41 FCMR GBAP1 GPI GPSM3 HEATR6 HTRA2 IDH3G INO80B ITGAE KMT2D LDHB LILRA1 LIMK1 LRBA LRRC61 MAN2A2 MAN2B1 MATR3 MEGF9 METTL13 METTL3 MMP15 MRE11 MRPL3 MRPS28 MSRB2 MYG1 NAA40 NAGLU NBEAL2 NCK1 NCK2 NDE1 NELFCD NFE2 NOMO3 NPRL2 NUDCD3 OPRPN P2RX5 PAPOLG PCSK5 PCSK7 PCYOX1L PDSS2 PFDN5 PFKM PIP4K2C PMM1 POPDC3 PPP1CC PPP2R5E PPP6R1 PRDX3 PSTPIP1 PTCD3 PTTG1IP RBM4B RCBTB2 RCN1 RETREG2 RFC4 RMND1 RPS6KA5 RSAD1 RXRA SDHAF1 SEC11A SEC31B SEPHS2 SGSM2 SHC1 SIDT2 SIN3B SIRT6 SKAP2 SLC25A36 SLC2A4RG SLC39A1 SMARCC2 SNRPD3 SNX29 SPAST SPEN SPOP SPTBN1 SPTLC1 SSR1 STMN3 STXBP2 SUN1 TBC1D2 TBC1D22A TBC1D9 TBX5 TCEAL1 TCF12 TCF20 TCF3 TCFL5 TEX2 THADA THOC7 TMEM14A TNFSF13 TPD52 TRAC TTBK2 TUBA1A UBAP2L UBE3B UBE4A UROS USP20 WASF2 XPOT XYLT2 ZBTB16 ZFAND3 ZMYM3 ZNF106 ZNF177 ZZEF1 GSE13484_UNSTIM_VS_YF17D_VACCINE_STIM_PBMC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13484_UNSTIM_VS_YF17D_VACCINE_STIM_PBMC_DN ADAR ADTRP AGRN AIDA AIM2 AK4 ANKFY1 APOL1 APOL2 APOL6 ARID5B ATF3 BARD1 BATF BCL2L14 BCL6 BMAL2 BST2 C1GALT1 CACNA1A CALM1 CASP4 CASP5 CCL4 CCN3 CCNA1 CD164 CD38 CD47 CES1 CFLAR CH25H CHMP5 CHST12 CMC2 CMTR1 CNP CYP2J2 CYRIA DDX60 DHX58 DNAAF1 DNAJA1 DRAM1 DUSP5 DYNLT1 EIF2AK2 ENPP2 ETS2 FANCA FFAR2 FMR1 GADD45B GBP1 GTPBP2 HBEGF HERC5 HERC6 HLA-E HLX HRH1 IFI16 IFI35 IFI44 IFI44L IFI6 IFIH1 IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 IFITM3 IKZF3 IL12RB2 IL15RA IL17A IL19 IL1RN IL2RA IL3RA IL6 INHBA IRF1 IRF7 IRF9 IRS1 ISG15 ISG20 KCNA3 KCNJ2 LAG3 LAMP3 LAP3 LGALS3BP LILRP2 LINC01260 LNPEP LPIN2 LTA LY6E LYRM1 MOB3B MRPL17 MT1E MT1F MT1G MT1H MT1HL1 MT1X MT2A MTF1 MX1 MX2 N4BP1 NAPA NBN NDUFV2 NMI OAS1 OAS2 OAS3 OASL OLIG2 PARP11 PARP12 PDGFRL PHF11 PLSCR1 PML PRDX4 PSMA4 PSMB8 PSMB9 RABGGTA RAPGEF2 RASGRP3 RBCK1 RIGI RIPK2 RSAD2 RTP4 SAMD9 SBNO2 SCARF1 SEMA3C SHFL SLAMF7 SLC2A6 SLC30A3 SMCHD1 SOBP SOCS1 SOCS3 SOWAHC SP100 SP110 SP140 SPATS2L SPP1 SRC STAP1 STAT1 STAT2 TANK TAP1 TAP2 TDRD7 TLR3 TMEM140 TMEM185B TMEM255A TMEM62 TNF TNFAIP6 TNFAIP8 TNFSF10 TOR1B TP53BP2 TRAF1 TRAF3IP2 TRAFD1 TRANK1 TREX1 TRIM14 TRIM21 TRIM22 TRIM25 TRIM26 TRIM38 TRIM5 UBE2L6 UBE2S UPB1 USP18 XAF1 YEATS2 ZBP1 ZCCHC2 ZNF107 GSE13484_UNSTIM_VS_YF17D_VACCINE_STIM_PBMC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13484_UNSTIM_VS_YF17D_VACCINE_STIM_PBMC_UP ABHD2 ABITRAM ACP1 ACTR2 ADCY7 AGO1 AMZ2 ANKZF1 ANP32B AP1S2 AP3S1 API5 AQP3 AQR ARF5 ARMCX5 ARPC1B ASAH1 ATP5F1A ATP5PB ATPAF2 BRPF1 C1orf35 CACYBP CALHM2 CARHSP1 CCR2 CEBPA CHD9 CLINT1 COPS3 CPSF6 CREBZF CSNK1G3 CTBP2 CUTC DAP3 DCP2 DDX41 DDX42 DKC1 DNAJB1 DOK2 DSTN EDC4 EIF2B1 EIF2B4 EIF4EBP1 ELAVL1 ELP1 ERCC5 ESYT1 EXOC3 FAM168B FBXO9 FBXW2 FOXJ2 FRAT1 GAMT GAPVD1 GDI2 GLRX5 GRAMD4 HACD2 HADH HECA HLTF HNRNPH3 IDH3G IFFO1 KANSL2 KAT6B KCTD12 KDM3A KIDINS220 KLHDC2 LBR LCP1 LDLRAP1 LSM14B LTN1 MAEA MAN2B1 MAP3K3 MAP3K7 MBTD1 METAP1 MFNG MNT MOAP1 MRPS15 MTMR14 MTSS1 MYCBP MYO9B NACC2 NARS1 NDUFB1 NDUFB8 NFRKB NIPSNAP2 NKRF NR2C1 NUP50 PACSIN2 PAGR1 PAK2 PARK7 PARL PBX3 PBXIP1 PCM1 PEPD PFDN5 PFKFB4 PHF2 PIH1D1 PITPNM1 PJA2 PLXNB2 POLR2B PPIP5K2 PPP6C PREB PRPF31 PRPF8 PTP4A2 PUM2 QRICH1 RASA1 RASSF2 REV3L RGP1 RGS19 RMND5A RNF113A RNF130 RPA1 RPL21 RPL22 RPL35A RPN2 RREB1 RXRA SARS1 SASH3 SEC11A SEC24B SEPTIN2 SEPTIN7 SF3B1 SH3TC1 SHCBP1 SHLD2 SKIC8 SLC25A46 SLC35A1 SMIM10L1 SORL1 SPAST SPCS3 SRSF1 SRSF8 SS18L1 SSR1 SSR2 ST13 SUN1 SUPT16H TBC1D8 THOC6 TMEM11 TMF1 TOP2B TRBC1 TRIM8 TSN TTC3 TUBGCP2 TUT4 TWF2 TXN2 UBE4A UQCRC1 USP1 USP22 WBP1L WDR37 WDR83OS XPA XPO7 XPOT XRCC5 ZBED5 ZC3H14 ZDHHC3 ZDHHC7 ZFAND3 ZNF34 ZNF354A GSE13485_CTRL_VS_DAY1_YF17D_VACCINE_PBMC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13485_CTRL_VS_DAY1_YF17D_VACCINE_PBMC_DN ACKR2 ADAD1 ADAMTS9-AS2 AFAP1L2 ANKRD53 APLNR ARFGEF3 ARHGEF39 ASB12 ASB17 C11orf16 C17orf97 C22orf15 C2orf81 C5orf58 CA14 CACNG4 CAMK2A CCDC60 CCHCR1 CCL11 CD300LB CDSN CERS3 CFAP157 CFAP69 CFAP74 CHRM2 CHST4 CLDN19 CMYA5 CNNM2 CPN2 CSH1 CSRP3 CTNND2 CYP2B6 CYP3A7 DCST1 DNAAF6 DYNLT2 E2F4 EFCAB5 EGFR EMID1 ENSG00000235143 EPOR FAM193B FAM78B FBXL18 FKBP6P2 FRMD1 FRMPD1 GAB4 GARIN2 GK2 GML GNG4 GPR26 GRIK1-AS1 GRM6 GRPR GSX1 HAGLR HCCAT5 HOTTIP IL11 IL17RC INSL4 INTS4P1 ITGB6 KRT18 KRT7 KRTAP4-12 LGALS14 LHFPL3-AS2 LINC00265 LINC00421 LINC00520 LINC00858 LINC00934 LINC01346 LINC01366 LINC01512 LINC02043 LINC02363 LINC02800 LMX1A LZTS2 MAP6 MAPK12 MAS1 MEP1B MGAT4D MIR205HG MIR3150BHG MKS1 MMP2 MMP20 MYH14 MYOZ3 N6AMT1 NKD1 NUDT10 OMD OR1C1 OR2A4 OR7E104P OTUB2 PAK4 PAX9 PCAT19 PCDHB1 PCDHGB7 PCLO PCYT2 PHOX2B PICSAR PKD1L2 PLA2G10 PLAAT2 PODN POU2AF3 PPP1R1B PRDM10-DT PRKG2 RAG2 RBM20 REN RFLNA RIBC2 RIPPLY1 RNASE11-AS1 RSU1P2 SALL3 SCG2 SCUBE2 SERPINA6 SLC22A8 SLC34A3 SLC5A5 SLCO1A2 SMOC1 SMR3B SMYD5 SOX13 SPAAR SPAM1 SPART-AS1 SPATA24 SPHKAP SPRR2G SPRR3 SRRM3 SV2C SYPL2 TAS2R7 TEX44 TEX48 TGIF2LY THY1 TIMM23B TMEM132D TNFSF18 TRPC7 TUBAL3 TYRP1 USH1C USP5 VAX2 VENTXP1 VN1R2 VSTM2B-DT VWA3A WDR72 WFDC1 WNT2 ZBED3-AS1 ZBTB7C ZNF236 ZNF295-AS1 ZNF548 ZNF740 ZNF861P GSE13485_CTRL_VS_DAY1_YF17D_VACCINE_PBMC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13485_CTRL_VS_DAY1_YF17D_VACCINE_PBMC_UP ABHD2 ACVR1B ACYP2 ALG2 AP5M1 APPBP2 ARCN1 ARF4 ASCC3 ATP5MC3 ATP6V1H AURKA BAG4 BMP2K BTBD10 C11orf54 C15orf40 C1orf43 C5orf22 C8orf76 CCDC137 CCDC28A CCDC71L CCDC90B CCNDBP1 CCNE2 CCNYL1 CEP57L1 CFL2 CLNS1A COPS5 COX5A CPD CPQ CPT2 CRKL CSE1L DBR1 DCAF10 DCUN1D1 DCUN1D5 DEGS1 DERL2 DESI2 DHTKD1 DIMT1 DLAT DUSP11 E2F5 EEF1E1 EFR3A EGR2 EGR3 EMC7 ERLEC1 FAM120AOS FAM217B FAM98A FANCM FBXO5 FCF1 FEM1C FEN1 GMEB1 GOSR2 GRSF1 GTPBP1 HARS2 HAT1 HSDL2 IKBIP IMPA1 KBTBD7 KIFBP KIN KLHL12 KNL1 KPNA1 LAMTOR3 LINC00324 LITAF LPAR2 LRRC57 LYSMD2 LYSMD3 MAP2K4 MED23 METTL21A MFAP1 MFAP3 MGAT2 MINPP1 MOSPD1 MRGBP MRPL13 MRPL50 MRPS16 MRPS18A MTFR1 MTMR10 MTMR9 NAA30 NR3C1 NUDT19 NUP35 ODR4 OR2L13 PAPOLG PARPBP PCTP PHF20L1 PHF3 PPP2CA PPP2R3C PRMT6 PRPF4 PTPMT1 RAB21 RAB22A RBBP5 RBM15 RBSN RCOR1 RFC5 RFFL RFLNB RMC1 RNF114 RNF168 RP2 RRAGA RTF1 RUNDC1 SEC23A SELENOT SENP2 SEPHS2 SERINC1 SETMAR SGO2 SGPL1 SLC17A5 SLC25A12 SLC25A32 SLC25A44 SLC30A5 SLC66A2 SLC9A6 SMIM15 SMNDC1 SPAG1 SPIDR SPRTN STAU1 TBC1D23 TEX30 THAP1 THAP9 TIMP1 TLR1 TM9SF2 TMEM170A TMEM185B TMEM33 TMEM50B TNFSF14 TOR1AIP1 TOX4 TP53RK TSN TTC33 TTI2 UFD1 UNC50 USP3-AS1 VPS33B WASL WIPF2 YIPF5 ZBTB26 ZCCHC10 ZCCHC9 ZFR ZNF10 ZNF200 ZNF227 ZNF230 ZNF410 ZNF620 ZNF644 ZNF684 ZNF708 ZNF764 ZSCAN16 ZUP1 ZWILCH GSE13485_CTRL_VS_DAY21_YF17D_VACCINE_PBMC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13485_CTRL_VS_DAY21_YF17D_VACCINE_PBMC_DN A4GNT ABCA4 ACADS ACP5 ADAD1 AHI1-DT AIFM2 ANKRD22 ANKUB1 APOH ASMT ASXL3 BPIFA4P C12orf40 C12orf60 C17orf100 C20orf203 C5orf46 C6orf163 CCHCR1 CCL11 CCL20 CCNYL7 CDSN CDT1 CDYL2 CELA3A CFAP157 CFAP70 CFAP74 CHRM1 CHRNA3 CHRND CLDN19 CLIP3 CNTNAP1 CNTNAP4 CPN2 CUZD1 CXCL12 CYP3A7 DAP3 DDC-AS1 DEFT1P DIRC1 DMAC1 DYNLT2 EDRF1-DT EFCAB5 ELOA3P ENSG00000261070 ENSG00000281732 EPOR ERH FAM78B FBXL18 FBXL19-AS1 FBXO16 FGF6 FSHR GAB4 GABRA3 GALNT14 GJA5 GPR137 GPRC5D-AS1 GRIA4 GRIK3 GRM5 GRPR GTF2H5 H4C1 HCCAT5 HIF3A HOTTIP HSPB6 HTR1D IL6-AS1 ILVBL INTS4P1 IRAG1-AS1 ISX ITGA10 KCNJ11 KCNJ5-AS1 KCNK17 KIF9-AS1 KRTAP9-8 KSR2 LDHAL6A LGALS14 LIN9 LINC00052 LINC00339 LINC00589 LINC00626 LINC00642 LINC00656 LINC02209 LINC02523 LINC02577 LRRC52 LRRN2 LRRTM1 MAP3K15 MAP3K9 MAT1A MCHR2 MCM3 METTL27 METTL5 MIP MNX1 MOBP NLGN3 NLRP14 NR2E1 NSG2 NUDT16-DT NXPE4 NYNRIN OPTC OR52A1 PAX9 PCDHAC2 PCDHGA3 PGBD5 PIRT PLA1A PLA2G10 PMS2P11 PNPLA4 PNPLA5 POU2AF3 PPARG PPP1R2C PPP2R3A PRDM16 PRIM1 PRR23E PRR36 PRRX1 PRSS59P PTGIS PTH2 PTPRB PUS7L RANBP17 REG1B RPF2 RPL3L RSPH14 SEC61G SHMT1 SLC17A1 SLC34A3 SLC5A4 SMIM30 SMTNL2 SRCIN1 ST7-AS2 ST8SIA3 STT3A SV2C SYT13 SYT2 TBCA THOC6 TMEM106C TMEM79 TMEM98 TRAC TTTY7 UCP1 VBP1 VN1R1 VN1R4 WDR87 ZACN ZFHX4-AS1 ZIM2 ZKSCAN3 ZNF135 ZNF175 ZNF491 ZNF747 GSE13485_CTRL_VS_DAY21_YF17D_VACCINE_PBMC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13485_CTRL_VS_DAY21_YF17D_VACCINE_PBMC_UP ABCA13 ABHD13 ABL1 ACVR1B ADO AKAP8 AKT1S1 ANKS1A ARAF ARF3 ARID5A ATG14 ATG9A ATP2A2 ATPAF2 ATXN1L B3GNT7 BAP1 BLTP3A BRAP BTBD18 C2orf49 C6orf136 CACUL1 CALU CAPN1 CCDC69 CD83 CEBPG CFL2 CKAP4 CORO7 CRK CRTC2 CTNNB1 CTSK CUX1 DAZAP2 DCLRE1C DDX19B DENND1A DHX35 DIS3 DNAJC3 DSTYK EBLN2 EDEM1 EFHD2 FASTKD5 FBXL12 FCHSD2 FHIP2A FMNL1 FOXK2 FOXP1-IT1 GLTP GNE GOSR2 GPATCH2L GRB2 GRPEL1 GTPBP1 GZF1 HBEGF HGS HMGXB4 HYMAI IBA57 IRAK1 ITGAX KATNIP KCTD20 KDM5B KLF11 KLHDC2 KMT5A LINC02035 LPP LRRC57 MADD MAFG MAP3K2 MAP6D1 MAP7D1 MAPKAP1 MAPKAPK2 MEF2D METRNL MIDN MNT MRGBP MTMR3 MYO19 NAPG NBEAL2 NCOR2 NECAP1 NEK3 NFIL3 NPEPL1 NR4A2 NUDT15 NXF1 PAFAH1B2 PGS1 PHF21A PHLPP1 PIGS PIK3R5 PITPNA PLA2G15 POLR3F PPIL4 PPM1A PPP1R12B PPP1R14B PPP3R1 PURB PWWP2B PXN RAD23B RAP2B RBM33 RBSN RCC2 RELA RFPL3S RILPL2 RIN3 RMC1 RNASEH1 RNF10 RNF139 RNF168 RUNX3 SAR1A SAT2 SDE2 SERTAD2 SH2B3 SIK1 SLC16A5 SLC25A28 SLC26A6 SLC30A1 SLC36A4 SMAD7 SNN SPATA2 SQSTM1 STON1 SUPT5H SUSD6 TACC1 TMEM184B TNFRSF1B TRIM11 TRIM8 UBAC1 UBAP2L ULK1 USP22 USP24 USP3 USP30 USP42 VPS11 VPS18 VPS33B VPS37B WASL WBP11 WBP2 XPNPEP1 XPO7 ZBED4 ZBTB10 ZBTB2 ZBTB26 ZBTB34 ZBTB39 ZDHHC3 ZDHHC7 ZNF3 ZNF317 ZNF746 ZNF766 ZNF787 ZNF8 ZNF805 GSE13485_CTRL_VS_DAY3_YF17D_VACCINE_PBMC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13485_CTRL_VS_DAY3_YF17D_VACCINE_PBMC_DN AATBC ABCC10 ADAP2 ADAR ADISSP ADPRH AIM2 AKR7A2 ANKRD22 APOBEC3A ARHGAP31 ATP10D B3GALT6 BATF2 BLVRA BPHL BST2 BTK C11orf24 C12orf4 C15orf61 C1QA C1QB C1orf162 C1orf53 C2 C3AR1 CALML4 CDKN1C CHFR CMPK2 CNDP2 CNP CSK CTBP2 CTSL CX3CR1 CXCL10 CXCL11 CYSLTR1 DDX19A DDX60 DDX60L DECR1 DHX58 DNAJC13 DTX3L EAF2 EFNA4 EIF2AK2 EOLA1-DT EPSTI1 FAM13A FANCL FBXO6 FCGR1BP FCGR3B FGD2 FGD4 FMNL2 FNIP2 GBAP1 GBP1 GCH1 GNS GPBAR1 GTF2H1 HERC5 HERC6 HLA-DPA1 HLTF IFFO1 IFI27 IFI44 IFI44L IFI6 IFIH1 IFIT1 IFIT2 IFIT3 IFITM1 IFITM2 IFITM3 IGFBP7 IL15 IL27RA IMMT IRF7 IRF8 ISG15 JUP KIAA1958 KLHDC7B KMO LAMP3 LAP3 LARP1 LCP2 LILRB1 LINC00487 LY6E MARCHF1 MARCKS MEGF9 METTL7A MOV10 MS4A4A MTHFD1 MVB12A MX1 MX2 MYOF NADK NID1 NREP NYNRIN OAS1 OAS2 OAS3 OASL OR52K3P PARP10 PARP12 PARP14 PARP9 PCCA PHF11 PHF19 PIK3AP1 PIN4 PLAC8 PLSCR1 PLXNC1 PML PMM2 PPP1R11 PRSS16 PSME2 RAD50 RGL1 RIGI RIOX2 RPE RSAD2 RTCB RTP4 SAC3D1 SAMD4A SAMD9L SAMHD1 SANBR SASH1 SCARB2 SCO2 SECTM1 SELPLG SERPINA7 SERPING1 SHFL SIDT2 SIGLEC1 SLC25A43 SLC31A2 SLC8A1-AS1 SMARCAL1 SMCO4 SNAPC3 SPATS2L SRBD1 ST3GAL5 STAT1 STAT2 TAP1 TBC1D8 TBCE TCF7L2 TLL1 TLR5 TMEM165 TMEM168 TNFSF13B TNS3 TOR1B TRIM14 TRIM22 TRIM5 TRIM69 TXLNA UBE2L6 USP18 VAV2 VIPAS39 VPS45 VRK2 VSIG10L WDR70 XAF1 ZDHHC16 ZNF479 GSE13485_CTRL_VS_DAY3_YF17D_VACCINE_PBMC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13485_CTRL_VS_DAY3_YF17D_VACCINE_PBMC_UP ACOX1 ADCY4 ADGRF1 ADGRG3 AGO2 ALOX5AP ANGPT1 ANKHD1 ANKRD30BP3 ANKRD7 ANTXR2 APH1A AQP9 ARCN1 ARIH2 ATOSA ATP1B4 BMS1 BTF3 C11orf52 C20orf141 C4orf47 C8G CA11 CA4 CACNG1 CAV3 CCDC9 CCL20 CCR3 CDH26 CEMIP CFAP45 CFAP52 CFAP73 CHI3L1 CNN3-DT CNTNAP3 CRKL CRYBA1 CTBP1-AS CWF19L1 CXCL1 CXCR2 CYP4Z1 DANCR DBH DBIL5P DDR2 DUSP10 EDA EOLA1 EOLA2 EPAS1 EPHB3 ERLEC1P1 EXOSC3 FBN3 FBXL13 FCRL4 FEM1A FFAR2 FOS FPR2 FRAT1 FRMD6 GATA1 GCC1 GCSAML GJB6 GNAT1 H2AC15 HAS1 HFM1 HSPA2 IFNG IL1RAP IMPG2 INHBB ITGB8 JADE1 JUN KCNC3 KCNH5 KDM7A-DT LAMB2P1 LHFPL3 LIMD1-AS1 LINC00347 LINC00470 LINC00474 LINC00528 LINC00588 LINC00923 LINC03086 LITAF LSM14B LYPD3 MAK MAPK11 MARCHF11 MIR1915HG MKNK1-AS1 MPPED2 MPZL3 MS4A8 MSRB1 MTMR10 MTNR1B MUC15 MXI1 MYO10 NACC1 NBL1 NFYC-AS1 NOBOX NRIP1 NRN1 ODF3 OR10H1 OR2J3 OR2L13 P2RY1 P2RY10 PCDHB13 PCGF3-AS1 PDRG1 PI3 PIK3CA PKD1L1-AS1 PMEL PNRC1 POLB PRDM5 PRIM2 PRKAA2 PTGER3 RAF1 RARB RARG RARRES1 RBBP5 RBM47 RGS16 RORC RP1 RPL23AP53 RPL3 SAFB SCN4B SDS SLC13A2 SLC30A4 SLC6A12 SLITRK5 SOX2-OT SRSF8 STEAP4 SYS1 SYTL3 TAX1BP1 TBC1D14 TFF3 TGFBRAP1 TH THBS2 THSD7A THUMPD3 TMEM231 TMEM254-AS1 TNFAIP6 TNFRSF1A TPTE2P6 TRIM39 TRIM67 UGT2B28 VAT1 WEE2-AS1 WFDC10B WNT11 WNT5A WNT9A ZDHHC18 ZFP30 ZFYVE9 ZNF423 ZNF430 ZNF491 ZNF586 ZNF749 GSE13485_CTRL_VS_DAY7_YF17D_VACCINE_PBMC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13485_CTRL_VS_DAY7_YF17D_VACCINE_PBMC_DN ACOT9 ACP2 ADA2 ADAP2 ADAR AIM2 ANKFY1 ANKRD22 APOBEC3A APOL6 ATP10A ATP13A1 AXL BATF2 BLVRA BRCA2 BST2 C1GALT1C1 C2 C3AR1 CASP5 CBR1 CCL8 CCR1 CCR5 CD38 CHMP5 CMPK2 CMTR1 CNP CX3CR1 CXCL10 CXCL11 CYP2J2 CYSLTR1 DDX60 DDX60L DHX58 DTX3L EIF2AK2 EPSTI1 ERICH3 FANCL FBXO6 FCGR1BP FMNL2 FOSL1 GBP1 GBP3 GBP4 GCH1 GMPR GNGT2 GPBAR1 GRIN3A HEG1 HERC5 HERC6 HESX1 HMMR IFI16 IFI27 IFI35 IFI44 IFI44L IFI6 IFIH1 IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 IFITM2 IFITM3 IL15 IL15RA IL1RN IL4I1 IRF7 IRF9 ISG15 JAK2 JUP KCTD14 KIAA1958 KLHDC7B KMO LAIR1 LAMP3 LAP3 LCP2 LDLR LGALS3BP LGALS9 LILRB1 LINC00487 LRRCC1 LY6E MARCKS MKI67 MRPS18C MS4A4A MS4A7 MSH2 MSR1 MT2A MTHFD2 MVB12A MX1 MX2 MYD88 MYO10 MYOF NAGK NCOA7 NEXN NID1 NLRP3 NMI OAS1 OAS2 OAS3 OASL ODF3B OTOF PARP10 PARP12 PARP14 PARP9 PHF11 PI4K2B PIK3AP1 PIN4 PLAC8 PLSCR1 PLXNC1 PNPT1 PRPSAP1 PSMA4 PSMB8 PSMB9 PSME2 RAD51AP1 RBBP8 REC8 RGL1 RIGI RIN2 RNF213 RSAD2 RTCB RTP4 SAMD4A SAMD9 SAMD9L SASH1 SCARB2 SCO2 SECTM1 SERPING1 SHFL SHISA5 SIGLEC1 SLC12A8 SLC31A2 SMC1A SP100 SP110 SPATS2L SPTLC2 STAT1 STAT2 TAP1 TCF7L2 TCN2 TDRD7 TIMELESS TMEM255A TNFSF10 TNFSF13B TOR1B TPX2 TRIM14 TRIM22 TRIM25 TRIM5 TRIM69 TRIP6 TTC21A TYMP TYMS UBE2L6 USP18 UTRN VRK2 VSIG10L XAF1 ZBP1 ZCCHC2 ZWINT GSE13485_CTRL_VS_DAY7_YF17D_VACCINE_PBMC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13485_CTRL_VS_DAY7_YF17D_VACCINE_PBMC_UP ADAM28 ADCY4 ADGRG3 ALPK2 ARG1 ATP8B1 BPI BTF3 C8G CACNB3 CACNG2 CASC11 CBX7 CCNY CCT3 CDKL3 CDS2 CELSR2 CFAP45 CFAP53 CFAP95 CHAMP1 CHI3L1 CHP1 CLDN1 CMTM2 CNTNAP3 COQ8A COX4I1 CRYBA1 CSPG4 CXCL1 CXCR2 CYP4F3 DANCR DAPK2 DBIL5P DMRTA2 DNAJB8 DPEP2 DPPA4 DSCAM-AS1 EEF1B2 EEF1G EEF2 EID2 EIF3D EIF3F EIF3H EIF3LP3 EIF4B ENSG00000257711 EP400 EPRS1 EXOC3-AS1 F11-AS1 FAM186A FAM228B FAT3 FBL FBXL13 FLRT3 FOS FRAT1 FXR1 GABRB1 GPATCH11 GPBP1L1 GPR75 GPT GUSBP2 HADHA HECW2 HNRNPA0 HTRA4 ICAM3 IL12B IP6K1 IPO5 ITGAE ITGB8 JRK KANK4 KCNJ15 KIT KLHDC2 KLHL21 KRT10 LAMTOR3 LCAL1 MBOAT2 MKRN7P MMGT1 MMP9 MPC2 MPZL3 MRPL45 MRPS27 MTUS2 MYBPH MYF5 NACA NEK2-DT NSUN7 OLR1 ORM1 OXA1L PABPC4 PCBP2 PCDHGA4 PCF11 PDZD2 PI3 PKD2L2 PLPP3 PMP2 PNRC1 POU3F2 PPM1H PPP3CA PRRC2B PRSS33 PTDSS1 PTPRZ1 RAF1 RASSF9 RAX2 RBFOX1 RPL10 RPL10L RPL10P17 RPL11 RPL3 RPL4 RPL5 RPL6 RPL7 RPLP2 RPS16 RPS6 RPS8 RSL1D1 RSPH1 RUNX2 S100A13 SAMD13 SDC2 SLC25A3 SLC25A4 SLC25A5 SLC25A6 SLC26A11 SLC30A4 SLC6A14 SORL1 SPOCK2 ST13 STPG3-AS1 SYCE2 SYS1 TAMM41 TBC1D14 TEAD1 TGFA THEM4 TKT TMEM121 TMEM184A TNFRSF10C TOMM20 TOP1MT TTC28 UBE4B UNC119B VAT1 VSIG2 WIF1 WNT5A ZDHHC18 ZEB1-AS1 ZNF395 ZNF620 ZNF652 ZNF669 ZNF776 ZNF830 ZSCAN25 GSE13485_DAY1_VS_DAY21_YF17D_VACCINE_PBMC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13485_DAY1_VS_DAY21_YF17D_VACCINE_PBMC_DN ABHD10 ACADM ACADS ADH5 ALG6 ALG8 ANAPC10 ARFIP1 ARMC10 ASMT ATP5IF1 BMT2 BPNT1 BTF3P12 C1GALT1C1 CACYBP CCDC126 CCDC90B CCL24 CCT4 CCT5 CD24 CD58 CENPQ CEP63 CETN3 CFAP70 CHCHD1 CHCHD4 CHEK2 CISD1 CLLU1 CLNS1A CMSS1 COMMD8 COPS4 COPS5 CREBL2 DCUN1D1 DEGS1 DIMT1 DMAC1 DPY30 E2F5 ECHDC1 EEF1AKMT1 EEF1E1 EIF2S1 EIF3J EIF4E ELAC1 EPC2 ERI2 ETFRF1 EXOSC3 FAM220A FAM3C FH FKBPL FMC1 GIMAP2 GIN1 GLRX GMFG GNPNAT1 GRWD1 GTF2H1 GTF2H5 H4C13 HAT1 HIGD1A HIKESHI HPF1 HSPA8 HSPE1 HYLS1 IFT25 IKBIP IMPA1 IPO7 ISOC1 KATNBL1 KBTBD3 KLHL12 KRCC1 KRTAP4-1 LCMT2 LIN9 LINC00324 LINC00526 LIPT2-AS1 LMBRD2 LRRN3 LXN LYSET MAGOH MARCHF7 MAT2B MDH1 MED20 MESD METTL5 MKKS MPLKIP MRPL27 MRPL34 MRPL50 MRPL51 MRPS14 MRPS35 MTFR1 NAA30 NDUFA2 NDUFA8 NDUFB3 NDUFB5 NDUFB6 NME7 NSG2 OSTF1 OSTM1 P2RY14 PARPBP PDHB POT1 PPA2 PPARG PPID PPP2R3C PRIM1 PSMA5 PTRH1 RAD50 RAD51C RECQL REXO2 RFC4 RFC5 RFESD RIDA RPA3 RPF2 RPL22 RPL38 RPLP1 RPP30 RPS27L RTN4IP1 SCOC SDHD SEC22B SGO2 SKP1 SLC25A12 SMIM30 SNAPC5 SNRPG SNX14 STYX SUCLA2 SULF1 SUMO2 SURF2 THOC7 TM4SF4 TMEM106B TMEM126A TMEM126B TMEM235 TNFAIP6 TOMM5 TRMT44 TSNAX TSPAN5 TSPAN7 TTC1 TXNDC9 UBE2QL1 UBE2V2 UBL5 UFSP2 UMPS VBP1 VTA1 WASHC3 YEATS4 ZCCHC10 ZCCHC9 ZEB1-AS1 ZFP42 ZNF143 ZNF189 ZNF585A ZNF616 ZNF684 ZSCAN16 GSE13485_DAY1_VS_DAY21_YF17D_VACCINE_PBMC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13485_DAY1_VS_DAY21_YF17D_VACCINE_PBMC_UP ABL1 ACACA ACAP3 ACCS ACTB ADCY4 AFAP1L2 AGPAT1 AJUBA AKAP8 ALKBH5 ANKRD10 AP1G1 APLP2 ARAF ARHGAP4 ARHGEF28 ARID5A ATAD5 ATF4 ATF5 ATG2B ATG9A AUP1 BAP1 BLTP3A BMAL1 BMF C6orf136 CAPN1 CARM1 CCNT1 CENPT CORO7 CTNNBIP1 CTSK CUL9 CYGB CYP4F8 DCAF1 DCTN1 DDX24 DIP2B DNAJC4 DOCK2 EIF3B ENG FAM133B FAM238B FBXL12 FGD6 FMNL1 GABBR1 GARS1-DT GATA2-AS1 GCNT7 GLTP GMEB2 GORASP1 GP6 GRIK1-AS1 HGS HOMER2 IBA57 ICOSLG INF2 IP6K2 KCNAB2 KIAA1614 KMT5A KRT18 LDB1 LEPROT LINC00852 LINC01089 LINC01426 LINC02915 MAN2A2 MAN2C1 MAP1B MAP3K3 MAP4K4 MAPKAP1 MAPKAPK2 MARCHF6 MCHR1 MDM4 MED27 MGLL MNS1 MRPL45P2 MYO19 NAA15 NAB2 NBEAL2 NEK3 NKTR NRDC NXF1 OMG OR2F2 OR3A1 PAN3 PARGP1 PARP6 PCDH11Y PCLO PDLIM1 PEDS1 PER1 PHLPP1 PHOX2B PIK3R5 PIP5K1C PITPNM1 PJVK PLEKHS1 PML PNISR POLR2A PPP1R9B PPP6R1 PREX1 PRSS58 PTPN18 PWWP2B RIN3 RNF103 RNF126 RP9 RPRD1B RRS1-DT SEC31B SERPINB6 SERPINE1 SFPQ SGSH SIK3 SLC11A2 SMAD7 SMG7 SMOX SMR3B SMYD5 SND1-IT1 SNX29 SPNS1 SQSTM1 SRSF1 STON1 STUB1 STXBP2 SUPT5H SUPV3L1 TBC1D5 TENT4A TENT5A TEX36 TGFB1 TLE3 TMEM198B TMEM94 TNFRSF1B TOE1 TPM2 TRIM11 TRIM41 TSPAN33 TUG1 UBAP2L UBE2E3 ULK1 USP36 USP40 USP5 VIPR1 VPS11 WBP2 WDR31 WDR91 WHAMM WRN XPNPEP1 YKT6 ZBTB34 ZER1 ZNF185 ZNF317 ZNF34 ZNF746 ZXDB GSE13485_DAY1_VS_DAY3_YF17D_VACCINE_PBMC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13485_DAY1_VS_DAY3_YF17D_VACCINE_PBMC_DN ABHD6 ABITRAM ACYP2 ADPRH APOBEC3A ATP11C ATP6V0E1 AURKA AZI2 BCL10 BLOC1S6 BMP2K BPNT1 BRAF C11orf54 C12orf4 CA5BP1 CALML4 CARD6 CASP1 CASP7 CCDC90B CCNYL1 CCR1 CD164 CD58 CEP83 CHCHD3 CLEC12A CLIC2 CMPK2 CNDP2 CNOT8 COG3 COPS5 CRK CRNKL1 CTNND1 CTSC CTSL CXorf38 CYP20A1 CYP2U1 DDX60 DDX60L DESI2 DHX58 DPH3 DUSP6 EIF2AK2 EPSTI1 ERI2 EXT2 FAM120AOS FAM210A FAM241A FAM98A FANCL FANCM FAR2 FBXO4 FBXO6 FGD2 FH FMNL2 FNIP2 FRS2 GBP1 GCH1 GDPD1 GINS1 GMEB1 GRSF1 HAVCR2 HEBP1 HERC6 HYLS1 IFI44 IFI44L IFIH1 IFIT3 IFIT5 IFITM1 IFNAR1 IKBIP IL10RB ISG15 KIN KLHL12 LAMP3 LIG4 LMBR1 LYSMD2 MARCKS MBOAT1 ME2 METTL21A MPLKIP MRGBP MRM2 MRPL50 MRPS18B MSMO1 MTF1 MVB12A NAA30 NCK1 NEDD9 NMI NT5C2 NTAN1 ODR4 OGFOD3 PARP9 PARPBP PHF11 PI4K2B PIGX PLSCR1 POLK POP4 PPEF2 PPP2R3C PPRC1 PRPF4 PSME2 PSMG1 RAD50 RBBP8 RBBP9 RETREG2 RFC5 RHEB RNF114 RNF170 RNF20 RNFT1 RPS2P45 RSAD2 RUNDC1 SAMD4A SCAMP1-AS1 SCARB2 SCLT1 SEC24A SECTM1 SERPING1 SETD3 SETMAR SGK3 SGO2 SIDT2 SIGLEC1 SLC25A12 SLC25A43 SLC31A1 SLC31A2 SLFN12 SMC2 SMNDC1 SNW1 SNX14 SRBD1 STAT1 SUCLA2 TAP1 TATDN3 TCF7L2 THAP9 TLR1 TLR4 TLR7 TMEM268 TMEM50B TMEM65 TMX2 TOR1B TRIM69 TUBD1 TXNDC9 TXNL1 UNC50 USP18 VRK2 WIPF2 XAF1 XIAP YARS2 YIPF5 ZCCHC10 ZCCHC9 ZMPSTE24 ZNF106 ZNF30 ZNF410 ZNF641 ZNF684 ZPR1 ZSCAN16 GSE13485_DAY1_VS_DAY3_YF17D_VACCINE_PBMC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13485_DAY1_VS_DAY3_YF17D_VACCINE_PBMC_UP A4GNT AADAC ACTC1 ADAD1 ADAM29 ADGRG7 ANHX ANKRD30BP3 ANKRD53 APLNR ARFGEF3 ASB10 ASB12 ATCAY BCL9L BEST1 C11orf16 C5orf58 C8B C9orf163 CA8 CACNG4 CAVIN1 CCN1 CDCP1 CDH26 CDX1 CFAP157 CFAP69 COL18A1-AS1 CPN2 CPXM2 CSH1 CYP3A7 CYP4F2 DEFB124 DIO2 DLX2 DMWD DNAJB13 DUSP8 DYNLT2 ECM2 EDA2R EDARADD EFCAB5 EGFR ELFN2 EMID1 ENSG00000176984 ENSG00000230736 ENSG00000281732 ESR2 FAM78B FBLN1 FBXL18 FGD1 FHOD3 FKBP6P2 FNDC4 FRMD1 GAB4 GARIN2 GK2 GLRA2 GPR26 GRHL2 GRIK1-AS1 GRIN2A GSTA3 HAGLR HDAC11 HOTTIP HSPB8 HTR1E HTR3C IL11 IL17RC INE1 IQUB ITGB6 KCNJ12 KIAA1614 KIFC1 KLC3 KRT5 KRT7 KRTAP4-12 LHFPL3-AS2 LINC00265 LINC00520 LINC00928 LINC01010 LINC01226 LINC01343 LINC01512 LINC01720 LINC02907 LMX1A MAGIX MAPK12 MAS1 MIR124-1HG MNX1 MRGPRX4 MTMR8 MYH14 MYOZ3 NAV3 NKX3-1 NOBOX NRAP OGFRP1 OMD OR1C1 OR1D2 OR2A4 OR7A5 OR7E104P OTUB2 P2RY4 PANX2 PAX1 PCDHB1 PCLO PCSK1 PDCD1LG2 PHOX2B PKD1L2 PKMYT1 PLA2G10 POM121L12 POM121L2 PPP1R1B PRKCSH PRY PYY2 RPL3 RSU1P2 RXFP2 SALL3 SAMD15 SCG2 SEC16B SERPINA7 SH2D4A SIGLECL1 SLC22A25 SLC22A8 SLC34A3 SLITRK5 SMOC1 SMR3B SPART-AS1 SPATA24 SPHKAP SPRR2G SRRM3 TAC3 THY1 TIMP3 TMCO2 TMEM190 TMEM92 TMEM95 TNFSF18 TNN TNS4 TRIM67 TSACC TUBAL3 USH1C USP5 VN1R2 VTI1A VWA3A WDR72 WFDC1 WNT11 WSCD2 ZBED3-AS1 ZNF257 ZNF295-AS1 ZNF491 ZNF548 ZNF843 GSE13485_DAY1_VS_DAY7_YF17D_VACCINE_PBMC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13485_DAY1_VS_DAY7_YF17D_VACCINE_PBMC_DN ABHD6 ADAR AIM2 ANAPC10 APOBEC3A APOL6 ATP11C ATP6V0E1 ATP6V1D AURKA AZI2 BLVRA BMP2K BMPR2 C1GALT1C1 C3AR1 C4orf33 CALHM6 CALML4 CAPZA1 CARD6 CASP1 CASP5 CASP7 CCDC90B CCR1 CCR5 CD38 CD58 CHMP5 CLIC2 CMPK2 COMMD10 COPS5 CRNKL1 CSE1L CTSL CXCL10 DDX60 DDX60L DHX58 DPH3 DTX3L DUSP6 EFR3A EIF2AK2 EPSTI1 FANCL FBXO6 FMNL2 FNIP2 GBP1 GBP3 GBP4 GCH1 GINS1 GMEB1 GMPR HAUS1 HAVCR2 HEG1 HERC5 HERC6 HMOX1 IFI27 IFI44 IFI44L IFI6 IFIH1 IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 IFITM3 IFNAR1 IL1RN IRF7 ISG15 KIF23 KLHDC7B KLHL12 KMO LAMP3 LAMTOR3 LAP3 LGALS3BP LINC00324 LINC00487 LIPT2-AS1 LMBRD2 LRR1 LYSMD2 MAIP1 MARCKS MPLKIP MRPL13 MRPL27 MRPL42 MRPS18C MRPS28 MS4A4A MSH2 MVB12A MX1 MX2 MYOF NAT1 NCOA7 NDUFB3 NEXN NMI OAS1 OAS2 OAS3 OASL OSTM1 PARP12 PARP14 PARP9 PARPBP PBK PHF11 PI4K2B PIK3AP1 PLAC8 PLSCR1 PNPT1 POP4 PPP2R3C PSMA4 PSMA5 PSMB9 PSME2 RBBP8 RFC5 RGL1 RIGI RIN2 RRM2 RSAD2 RTCB RTP4 SAMD4A SAMD9 SAMD9L SCAMP1-AS1 SCARB2 SECTM1 SERPING1 SFT2D1 SHFL SIGLEC1 SKA2 SLC31A2 SLFN12 SMC2 SNAPC5 SNX6 SP100 SP110 SPATS2L SRBD1 STAT1 SUCLA2 TAP1 TBC1D23 TDRD7 TET2 THAP9 TLR1 TLR4 TLR7 TM9SF1 TMEM126B TMEM255A TMEM268 TMEM50B TNFSF10 TOR1B TRIM22 TRIM5 TRIM69 TUBD1 TYMS UBE2L6 USP18 VRK2 WARS1 XAF1 YIPF5 ZBP1 ZNF41 ZNF410 ZNF684 ZNRF2 ZSCAN16 ZWINT GSE13485_DAY1_VS_DAY7_YF17D_VACCINE_PBMC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13485_DAY1_VS_DAY7_YF17D_VACCINE_PBMC_UP ABCB5 ACOT11 ADAD1 ADAMTS4 ADAMTS9-AS2 AGRP APLNR AQP4-AS1 ARC ARHGEF39 ASB10 ASB15 ATP6AP1-DT BCL9L C9orf163 CA8 CAMK2A CCDC116 CCDC60 CCN1 CCNT1 CDH26 CDON CFAP157 CHRNA4 CHST4 CLDN2 CNTN2 CSH1 CSPG4P5 CYGB DCST1 DIO2 DIPK2B DNTT DUSP19 EEF1D EEF1G EIF4B ELFN2 ENSG00000176984 ENSG00000224715 ENSG00000235143 EPS8L3 ERVV-1 ESR2 ETFBKMT FAM78B FBLN1 FKBP6P2 FRMD1 FTCD GARIN2 GDA GFAP GLRA2 GML GNAT1 GPR26 GPR3 GPR50 GRHL2 GRIK1-AS1 GSTA3 GUSBP2 HAP1 HOXB13 HOXD3 HTR1E HTR3C ID4 IFNA17 IFNA4 IL11 IL17RC INE1 ITGAE ITGB6 JRK KCNA4 KCNH4 KIAA1614 KIF12 KIF1A KLC3 KRTAP3-1 KRTAP4-12 LAMC2 LINC00265 LINC00520 LINC00652 LINC00928 LINC00929 LINC01366 LINC01512 LINC01785 LINC02043 LINC02907 LINC03066 LMX1A LSAMP-AS1 LY6G6E MAB21L4 MADCAM1 MAJIN MAPK8IP2 MEP1B MME MMP2 MMP28 MRAP2 MRGPRX4 MYBPH MYOZ3 NBPF4 NKAIN3 NKAIN4 OLFM2 OMD OR1C1 OR2A4 OR51J1 OR7E104P OR8D2 OVOL3 OXER1 P2RY4 PANX2 PAX9 PCDHGB7 PHOX2B PI15 PKD1L2 PPIC PPP1R1B PRDM10-DT PROM2 PRY PTPRT RAMP3 RBM20 RDH8 RFLNA RIBC2 RNASE11-AS1 RPL3 RPS6KA6 RSU1P2 RYR2 S100A16 SALL3 SCG2 SDK2 SEC16B SGSH SH2D4A SIGLECL1 SLC17A1 SLC17A7 SLC22A8 SLC4A8 SMOC2 SMR3B SPAM1 SPATA19 SPATA24 SPEG SPRR2G ST3GAL3 SUSD2 SYNPO2L TAS2R7 TEX22 THY1 TIMM23B TNFSF18 TRIM67 TRPM3 TTLL10 UBTF VWA3A WDR72 WFDC1 WFDC2 ZNF491 ZNF740 GSE13485_DAY3_VS_DAY21_YF17D_VACCINE_PBMC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13485_DAY3_VS_DAY21_YF17D_VACCINE_PBMC_DN A4GNT ACTL7A ACTRT2 AHDC1 ALDH1L1 ALLC ALX1 AMOTL1 ANK2 ANKRD30BP3 ANKRD42 APOH AQP4-AS1 ATN1 ATP1A4 ATP6V0A4 AVPR1A AZGP1P1 BHLHE22-AS1 BHLHE41 BTNL8 C5orf46 CA7 CABP4 CACNG1 CAMK2A CCL20 CCN1 CCNYL7 CD300LG CDKN2A-DT CDX1 CFAP157 CFAP70 CFAP74 CHRDL2 CHRNA3 CNR2 CPN2 CXCL12 CXCR1 DEFB124 DEFT1P DLGAP2-AS1 DLX5 EFCAB5 ENSG00000230725 ENSG00000281732 EPHB3 EPOR EVC EXOSC3 FAM135B FAM78B FAM81A FBLN1 FBXL18 FBXW10B FGF23 FGF6 FHOD3 FOXB1 FRMPD1 FRMPD3 FSHR GABRR2 GJD3 GLB1L2 GOLT1A GPR137 GPR156 GRIA4 GRIK3 GRM5 GSC H4C1 HOTTIP HOXB-AS3 HOXC12 IL1RAPL2 ILVBL INSL3 INTS4P1 JRKL KCNJ11 KCNK15 KRT84 KRTAP9-8 LCN15 LGALS14 LIN9 LINC00052 LINC00589 LINC00626 LINC00642 LINC00656 LINC01539 LINC01592 LINC01686 LINC02523 LPAL2 LRFN5 LRRC52-AS1 LRRTM1 LUZP4 MAP3K15 MAT1A MC2R MIR124-1HG MIR3945HG MME MMP28 MNX1 MOBP MYOZ3 NEBL NLRP13 NR2E1 NR2F2-AS1 NRSN1 NTF4 NXPE4 OPTC OR2S2 OR51B5 OR52A1 OR7E104P PACRG PACS2 PANX2 PCDHAC2 PEX5L PGC PHF24 PHKA1 PKLR PKMYT1 PLA1A PLA2G10 PMS2P11 POM121L12 PON1 PPARG PPP1R2C PPP2R3A PRDM16 PRPS1 PRR23E PRR36 PRSS33 PTGIS PTH2 RAB3C RARB RASAL2 RASIP1 REL-DT RIMS1 RPL3L SCN10A SCN2A SERPINA9 SLC24A2 SLC5A4 SLC5A5 SMTNL2 SPINK13 STH SYT13 TAC3 TCTE1 THRSP TMC1 TMEM235 TMEM54 TNFAIP6 TP53AIP1 TPRXL TRAV8-3 TTC23 UCP1 VN1R4 VSTM2B-DT WDR87 WNT16 ZFHX4-AS1 ZNF135 ZNF491 ZNF548 GSE13485_DAY3_VS_DAY21_YF17D_VACCINE_PBMC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13485_DAY3_VS_DAY21_YF17D_VACCINE_PBMC_UP ABL1 ACACA ADAR AGPAT3 AKAP8 AMT APOBEC3A AREG ARHGAP31 ATP2A2 ATP2C1 ATXN1L BAP1 BCL2L2 BLTP3A BRAF BRAP C8orf33 CAPN2 CCDC69 CCNK CKAP4 CLCN6 CLIP2 CMPK2 CORO7 CRK CTSL CUX1 DCUN1D2 DENND1A DIS3 DNAJC4 DSTYK DVL3 EBLN2 EIF2AK2 EIF2AK4 ELF4 ELMO2 EMILIN2 EPSTI1 ETV6 EXT1 FAM209B FASTKD5 FBXO6 FCHSD2 FGD6 FHIP2A FLT1 FMNL1 FMNL2 FNIP2 FOXK2 FXYD6 GOSR2 GRB2 GTPBP1 GUSB GUSBP3 HAUS8 HERC5 HERC6 HIF1A HIRA HMGXB4 IFI44 IFIT3 INVS IQSEC1 IRAK1 IRF8 KIAA0513 KIAA0930 KIF13A KSR1 LAP3 LENG8 LILRA1 LILRB1 LPP MAN2A2 MAP3K2 MAPKAP1 MASTL MDM4 MED6 MEF2D MERTK METRNL MKNK1 MNT MRGBP MX1 MYO19 NAPG NBEAL2 NCOR2 NKIRAS2 NPEPL1 NTAN1 NXF1 OAS2 OAS3 ODR4 OGFOD3 PARP12 PARP6 PAXIP1 PCCA PGS1 PHLPP1 PIK3R5 PITPNA PIWIL4 PML POLR3E PWWP2B RCC2 RELA RFPL3S RGL1 RIMS3 RIN3 RIPK1 RMC1 RNASEH1 RNF10 RNF169 RNF187 RRN3P3 SAMD4A SAR1A SCAF4 SCARB2 SCO2 SEC31A SEPTIN7P2 SERPING1 SFPQ SH2B3 SHFL SIK1 SLC11A2 SLC24A4 SLC25A28 SLC33A1 SMAD7 SNN SNRPA1 SPATA2 SPATS2L SPNS1 SRGAP2C SRSF4 ST3GAL5 SUSD1 SUSD6 TAOK3 TBC1D8 TENT4A TENT5A TET3 TFE3 TFRC TIAL1 TIMM44 TNFAIP3 TNFRSF1B TNS3 TRIM8 UBAP2L ULK1 UPP1 USP3 USP30 VDR VPS11 VPS37B VPS54 VSIG10L WARS1 WASL ZBTB10 ZDHHC7 ZMIZ1 ZNF317 ZNF440 ZNF516 ZNF562 ZNF746 ZNF805 GSE13485_DAY3_VS_DAY7_YF17D_VACCINE_PBMC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13485_DAY3_VS_DAY7_YF17D_VACCINE_PBMC_DN ABCF1 ABTB2 ACP2 ADAR ANKRD22 APOBEC3A APOL6 ATP10A ATRIP AXL BCL2L14 BLVRA BRCA2 C1orf116 C2orf88 C3AR1 CCL2 CCL20 CCL4 CCL8 CCR1 CCR5 CD38 CDC45 CHMP5 CHRND CLIC6 CMPK2 CMTR1 CTSL CXCL10 CXCL11 CYP2J2 CYP4F11 CYP4Z1 DDX60 DDX60L DEPDC1B DHX58 DLGAP5 DTL DTX3L EIF2AK2 EIF2B2 EPSTI1 ERICH3 FANCL FFAR2 FHL2 FPR2 FRMD3 GADD45B GALNTL5 GBP1 GCH1 GLYATL2 GMPPB GMPR GPR84 H2AC13 H2AC15 H2AC17 H2AC6 H2BC11 H2BC21 H3C10 HELZ2 HERC5 HERC6 HESX1 HGD HMMR IFI16 IFI27 IFI44 IFI44L IFI6 IFIH1 IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 IFITM2 IFITM3 IL1RN IL4I1 IRF7 ISG15 JAK2 JUP KCTD14 KDM7A-DT KIAA0408 KIAA1958 KIF23 KIF2C KITLG KLHDC7B LAMP3 LAP3 LGALS3BP LINC00189 LINC00293 LINC00470 LINC00487 LINC00880 LINC02347 LY6E MARCKS MEIS1 MIR3945HG MRPS18C MSLN MVB12A MX1 MX2 NAGS NCOA7 NEXN NMI NRIP1 NT5C3A OAS1 OAS2 OAS3 OASL OLR1 OTOF P2RY1 PARP12 PARP14 PARP9 PBK PHF11 PI4K2B PLAC8 PLSCR1 PNPT1 POLE2 POU1F1 PRPS1 RASAL2 REC8 RGL1 RIGI RIN2 RNF213 RNF213-AS1 RSAD2 RTCB RTP4 S1PR2 SAMD4A SAMD9 SAMD9L SERPING1 SHISA5 SIGLEC1 SLC12A8 SLC1A1 SLC7A13 SLFN5 SMOX SNTB1 SP110 SPATS2L SPC25 SPINK13 SPOCD1 STAT1 STOM STX1B SUCNR1 TAP1 TCEAL7 TDRD7 TMC1 TMEM107 TMEM132D-AS1 TNF TNFAIP6 TNFRSF1A TNFSF10 TOR1B TRIM22 TRIM25 TRIM69 TYMS UBE2L6 USP18 VTA1 WARS1 XAF1 ZBP1 ZCCHC2 ZNF853 ZNFX1 GSE13485_DAY3_VS_DAY7_YF17D_VACCINE_PBMC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13485_DAY3_VS_DAY7_YF17D_VACCINE_PBMC_UP ABCG5 ABHD18 ADAMTS9-AS2 ADI1 AFDN-DT AFF3 AFG3L2 AGO2 AKR7A2 ALDH6A1 ALPL AMPH ANGPT2 ANKRD30B ANP32B APH1A ASB3 BMS1P2 BTF3 C2orf92 CAMP CAPN14 CCDC153 CD1C CEACAM8 CFAP90 CFLAR-AS1 CIITA CNTNAP3 COL5A2 COLCA1 COX19 CPA1 CRISP3 CTTNBP2 CYP4F3 DCHS1 DDX19A DDX42 DEFB114 DEFT1P DNAI7 DOK7 DPP10 DSEL DYDC1 EEF2K EIF3F EIF3L ELMOD1 EME1 ENSG00000272447 EPRS1 ERCC1 EXOSC6 EYA4 FA2H FAM21EP FAM228B FLRT3 FUT8-AS1 FXR1 GANAB GDA GDF10 GPBP1L1 GPER1 GUSBP3 HBB HSD17B7 HYDIN IFT81 IQCF5 ITGAE ITGB8 JRK KDM4B KRT10 KYAT3 L1TD1 LANCL1 LARP6 LINC00663 LTA4H LUC7L3 MAL2 MANSC1 MAP2K5 MATN3 MCMDC2 MDM4 MFSD4B MMEL1 MMP8 MRPL30 MRPL45 MRPS25 NDUFS8 NEURL4 NFATC2IP NFIB NOM1 NOP53 NR2F6 NSUN7 NUP43 OLFM4 ORAI2 PAXIP1-DT PCDH11X PCYOX1 PI3 PITPNA-AS1 PPEF2 PRDX2 PROSER3 PRPF38B PTDSS1 RAPGEF4 RAPH1 REPS1 RFLNB RNF133 RPL6 RPL7 RPL9 RPS11 RPS16 RPS23 RPS25 RPS28 RPUSD3 RSL1D1 RSPRY1 RSRP1 SCARNA15 SCN10A SERINC5 SERPINA7 SH3GL1P1 SIGLEC15 SIMC1P1 SLC11A2 SLC25A29 SLC25A6 SLC26A11 SLC27A1 SLC33A1 SLC6A14 SNX1 SNX22 SORL1 SPATA2 SPATA6 STMN3 SYCE2 TCF3 TEX22 TGIF1 THEM4 TMEFF2 TMEM161B-DT TMEM241 TOB1 TPT1 TPTE2P6 TRAF3IP1 TREX2 TRIM39 UBE2J2 UBL7-DT UGGT1 USE1 VAMP1 WNK4 YPEL2 ZDHHC18 ZNF280C ZNF486 ZNF491 ZNF540 ZNF554 ZNF563 ZNF587 ZNF81 ZNF830 ZNF85 ZSCAN25 GSE13485_DAY7_VS_DAY21_YF17D_VACCINE_PBMC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13485_DAY7_VS_DAY21_YF17D_VACCINE_PBMC_DN ABRACL ACOD1 ACP4 ACTRT2 ADAD1 ADCY1 AHDC1 ALDH1L1 ALOXE3 AQP4-AS1 ARC ATP13A3-DT ATPSCKMT AZGP1P1 BHLHE22-AS1 BMP4 BPIFA4P C5orf46 CA7 CASC11 CBX2 CC2D2A CC2D2B CCDC116 CCL24 CD24 CD300LG CFAP157 CFAP70 CHAT CHRM1 CHST3 CIBAR1-DT CLLU1 CNIH3 CNTNAP3 COX4I1 CXCL12 CXCR1 DAB1 DAP3 DEFB124 DEFT1P DNAH14 DNAJC5G DZIP1 EEF1AKMT1 EEF1B2 EFCAB5 EIF3H ENSG00000235143 EVC FAM43B FAM53A FAM78B FAM81A FBL FBLN1 FBXO10 FGF23 FLRT3 FOXB1 FSHR GALNT14 GALNT18 GDPD2 GLB1L2 GOLT1A GPATCH11 GPR137 GPR4 GPR50 GRM5 H4C1 HORMAD2 HOXB13 HOXC12 IL6 IL6-AS1 ILVBL INSL3 ITGA10 KCNE1 KCNJ11 KCNK15 KIF12 KRT23 KRT33B KRTAP9-8 KSR2 LCMT1-AS2 LEMD1 LINC00589 LINC00626 LINC00642 LINC00656 LINC00905 LINC00929 LINC01592 LINC01686 LINC02520 LINC02523 LOC401442 LPAL2 LRRC52-AS1 LRRN2 LRRTM1 MACROH2A2 MAGEA5P MAP3K15 MAP3K9 MAT1A MBOAT2 MCHR2 MEP1B MFAP2 MIR124-1HG MIR3936HG MKRN7P MME MMP2 MMP28 MOBP MS4A1 MYPN MYRF-AS1 NEBL NECAB2 NMU NR2E1 NXPE4 OLFM1 OR51B5 OR52A1 OR6A2 PAEP PANK4 PANX2 PAX9 PCDHAC2 PHACTR2-AS1 PHOX2A PI3 PIERCE2 PLA2G10 PLEKHG6 PMS2P11 PRDM16 PRR36 PRSS2 PTH2 PTTG2 RAB26 RASIP1 RBP4 RIMS2 RPL10L RPL38 RPL3L RPS8 SAMD13 SCNN1G SDK2 SLC17A1 SLC25A48 SLC5A4 SMTNL2 SNORD104 SORBS2 ST3GAL3 STH STT3A SYT13 TAC3 TAS2R7 TLL1 TMEM235 TNFSF18 TP53AIP1 TPRXL TPT1P8 TSSK3 UCN3 UCP1 UPK2 USP44 VASH2 VWA1 YWHAEP7 ZKSCAN3 ZNF135 ZNF491 GSE13485_DAY7_VS_DAY21_YF17D_VACCINE_PBMC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13485_DAY7_VS_DAY21_YF17D_VACCINE_PBMC_UP ABL1 ADAR AGPAT1 AGPAT3 AKAP8 APOBEC3A APOL6 ARHGAP21 ARHGAP31 ASAP2 BAP1 BLTP3A BLVRA CAPN2 CDKN1A CHAF1A CHRAC1 CKAP4 CLASP1 CMTR1 COLGALT1 CORO7 CTSL CTTN DAB2 DDX60 DDX60L DENND1A DHX58 DTX3L EIF2AK2 ELF4 EMILIN2 EPSTI1 ETV6 EXT1 FBXO6 FMNL2 FNIP2 FTH1P5 FXYD6 GALNT6 GLUL GMPR GTPBP1 HAUS8 HERC5 HERC6 HESX1 HMGXB4 HMOX1 HPSE IFI27 IFI44L IFI6 IFIT1 IFIT3 IFIT5 IGF2BP3 IPO4 IRF7 ISG15 JUP KIAA0513 KIAA1958 KLF10 KLF11 KSR1 LAMP3 LAP3 LDLR LILRA1 LILRB2 LINC00487 LPP LY6E LYN MAFB MAFG MAN2A2 MARCKS MARK3 METRNL MGLL MIDN MNT MTHFR MVB12A MX1 MX2 MYLK MYOF NCOA7 NCOR2 NEK3 NEXN NOD2 NPEPL1 OAS1 OAS2 OAS3 OASL ODF3B PARP11 PARP12 PARP14 PARP9 PEA15 PEAR1 PHACTR2 PHF11 PIK3AP1 PIWIL4 PKD2 PLSCR1 PML PNPT1 PPM1A PTK2 PWWP2B RAC1 RAP2B RBBP8 RCC2 RCN1 REC8 RELA RFPL3S RGL1 RHOBTB1 RIN2 RIN3 RMC1 RNASEH1 RSAD2 RUBCN RYBP SAMD4A SAMD9L SAR1A SASH1 SAT2 SCARB2 SCO2 SDSL SERPING1 SESTD1 SH2B3 SHFL SIGLEC1 SIPA1L2 SLC9A9 SLU7 SMAD7 SNHG20 SNN SP100 SPATS2L ST3GAL5 STAT1 STAT2 STON1 SUSD1 TBC1D8 TENT5A TMEM255A TNS3 TPM3 TPP1 TRIM22 TRIM25 TRIM69 TXNDC11 TYMS UBALD2 UBAP2L UBE2E3 ULK1 ULK2 UPP1 USP18 USP25 USP42 UTRN VDR VPS11 VSIG10L WASL XAF1 XPNPEP1 ZBED1 ZBP1 ZBTB10 ZCCHC2 ZDHHC3 ZNF185 ZNFX1 GSE13485_PRE_VS_POST_YF17D_VACCINATION_PBMC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13485_PRE_VS_POST_YF17D_VACCINATION_PBMC_DN ACAD9 ACP2 ACSL5 ADA2 ADAP2 ADAR AIM2 ALDH3A2 ANKRD22 ANXA2 APOBEC3A ATP10D ATP6V1D BAAT BATF2 BLVRA BST2 BTK BTN3A3 C1QA C1orf162 C2 C3AR1 CBX1 CKMT2-AS1 CMPK2 CNP COA3 COX10 CPPED1 CREBL2 CX3CR1 CXCL10 CXCL11 CYP1A2 CYSLTR1 DDX60 DDX60L DECR1 DHX58 DNAJC13 DNAJC16 DPAGT1 DTX3L DYNC1I2 ECHDC1 EFL1 EIF2AK2 ELP3 ELP4 EPSTI1 ERICH3 FAM13A FANCL FCGR1BP FCGR3B FGL2 FIG4 FOSL1 GAPT GBAP1 GBP1 GLCE GNPDA1 GOT2 GPBAR1 GSS GTF2H1 GTPBP2 HADH HDHD2 HERC5 HERC6 HSDL2 IDE IDH1 IFI16 IFI27 IFI35 IFI44 IFI44L IFI6 IFIH1 IFIT1 IFIT2 IFIT3 IFITM1 IFITM2 IFITM3 IFNAR1 IMMT IPO8 IRF7 IRF9 ISG15 JPH4 JPT2 KIAA1958 KIF16B KLHDC7B KMO LAIR1 LAMP3 LAP3 LGALS3BP LGALS9 LINC00487 LINC03086 LY6E MARCHF1 MARCKS MBNL3 MEGF9 METTL7A MS4A4A MSR1 MSRB1 MTHFD1 MTMR12 MVB12A MX1 MX2 MYD88 MYOF OAS1 OAS2 OAS3 OASL PARP10 PARP12 PARP14 PARP9 PDHA1 PIK3AP1 PIN4 PIP4K2B PLAC8 PLXNC1 PMM2 PNPT1 PRPSAP1 PSMB8 PSME2 RAD50 RALB RB1 RCAN1 RGL1 RIGI RPE RSAD2 RTCB RTP4 SAC3D1 SAMD4A SAMD9 SAMD9L SAMHD1 SCARB2 SCO2 SERPING1 SIDT2 SIGLEC1 SLAMF7 SLC27A3 SLC43A3 SMARCAL1 SMC1A SMCO4 SNAPC3 SNTB1 SP110 SPATS2L SRBD1 STAMBP STAT1 STAT2 TAP1 TCF7L2 TDRD7 TIMELESS TLR8 TMEM154 TNFSF13B TRIM22 TRIM5 TRIM69 UBE2L6 UBTD2 UFSP2 USP18 VPS35 VPS45 VRK2 VSIG10L WDR70 XAF1 ZBP1 ZDHHC16 GSE13485_PRE_VS_POST_YF17D_VACCINATION_PBMC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13485_PRE_VS_POST_YF17D_VACCINATION_PBMC_UP ACOX1 ADCY4 ADGRG3 ALPK2 ANGPT1 ANKHD1 ANTXR2 AQP9 ARCN1 ARG1 ASB2 ASB8 ATOSA ATP8B1 BMS1 BTF3 CA4 CCDC28A CCDC68 CCR3 CCT3 CDHR2 CELF5 CFAP45 CFAP73 CHAMP1 CHI3L1 CHP1 CLDN1 CNIH2 CNTNAP3 CRKL CRYBA1 CXCL1 CXCL6 CXCR2 CYB5D2 CYP4F3 DAB2IP DANCR DAPK2 DBIL5P DCLK1 DDR2 DGAT2 DMRTA2 DMRTC2 DPPA4 DYRK2 EFNA1 EIF3L EIF3LP3 ELAPOR1 ENSG00000187186 EPAS1 ERLEC1P1 ETNPPL F2RL1 FAM186A FAT3 FBXL13 FCRL4 FOS FRAT1 FRAT2 FRMD6 FXR1 GABRB1 GJB6 GLT1D1 GNAT1 GPR161 GPR75 GRM3 HSPA9 HTRA4 IBA57 ICAM3 IGF2R IL1R1 IL1RAP IL24 IPO5 IQCF5 ITGAE ITGB8 JADE1 JRK KANK4 KCNJ15 KCNT2 KDM4D KDM5B KIT KLHDC2 KLHL21 LHFPL3 LHX5 LINC00622 LITAF MAN2A2 MANSC1 MARVELD3 MKNK1-AS1 MKRN7P MME MMGT1 MMP8 MMP9 MPPED2 MPZL3 MTMR3 MYO10 NACC1 NIBAN1 NRIP1 NSUN7 NTN4 OLFM4 OR2L13 ORM1 PAK2 PDRG1 PEX12 PI3 PIK3CA PLEKHN1 PLPP3 PNRC1 PPP4R1 PRKAA2 PRKY PTPN14 RARA RBBP5 RFLNB RNF182 RP1 RPL23AP53 RPL6 RSPH1 RUNDC3B SDC2 SERTAD4 SH3GLB1 SLC13A1 SLC26A3 SLC30A4 SLC6A14 SPOCK2 SS18 STAT5B STEAP4 STK16 STK4 SYS1 SYT8 SYTL3 TBC1D14 TCP11L2 TEAD1 TENM2 TGFA TGFBRAP1 TH THSD7A TMCC3 TMEM178B TMEM184A TMEM43 TNFRSF10C TOP1MT TPRG1L TPTE2P6 TSG101 UBE4B UGT2B28 UNC119B USP3-AS1 VAT1 VIRMA VNN3P WEE2-AS1 WIF1 WNT5A ZDHHC18 ZFP30 ZNF430 ZNF586 ZNF669 ZNF830 GSE13493_CD4INTCD8POS_VS_CD8POS_THYMOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13493_CD4INTCD8POS_VS_CD8POS_THYMOCYTE_DN ABCC4 ABHD5 ABRA ABTB3 ACBD4 ADAMTS4 ADCK5 ADCY7 ADRA2B AKAP6 ANKS4B AQR AREG ARFGAP2 ARHGEF12 ARHGEF18 ARHGEF9 ASCL1 ATM ATP2A1 ATP6V1G2 B3GAT3 BATF BOLA2 C1orf109 C2CD2L CABCOCO1 CABP4 CACNB4 CAMSAP2 CARS2 CD40 CD72 CDH23 CDKN1A CEP135 CEP350 CISD3 CNP CORO2A CRTC2 CTHRC1 D2HGDH DCAF4 DEFB4A DFFB DGKA DHRS7 DNAJB13 DNAJC22 DNAJC5B DNASE1 DPF1 DPH5 EEF1B2 EHD1 EID2 EIF1 EIF2AK2 ELN EML3 ENC1 FAM241A FBXO16 FCAMR FCER1A FCMR FGA FKBP6 G3BP1 GATA4 GGT1 GMPPA GPR3 GRAMD4 GRB14 GUCY2D HAAO HAO2 HID1 HIP1R HLA-DMB HS1BP3 IDO1 IFNLR1 IFT140 IGF2-AS IGFBP4 IGHM IL17RA IMPG1 ITGAE KCTD4 KLHL18 KLHL35 LAPTM5 LIPC LRP1B LURAP1L MAP2K2 MAPK15 MBOAT7 MDH2 MED12 MFSD5 MGAM MKNK2 MTX3 MUSTN1 MYC MYH7 NAP1L5 NAPEPLD NAT8 NCKIPSD NEURL2 NR2F6 NSMF NTN4 NTRK3 OR8A1 OSBPL7 PARD3B PCP2 PGAP6 PKMYT1 PLEKHA6 PLP2 PLSCR1 PNPLA7 PRR13 PRRC2B PRTN3 PSEN2 PTDSS2 PTPRT QTRT1 RAB3IP RABL6 RCL1 RECK REXO2 RHOQ RNF123 RNF185 ROPN1L RPL4 RPS18 RPS4X RUNDC3A S1PR4 SAFB2 SAMHD1 SCRT2 SELL SEMA4F SERBP1 SIPA1 SLC24A2 SLC26A11 SLC39A6 SLC4A4 SMCHD1 SMR3A SNX9 SPART SPATA33 SPIC SPON1 SPRYD7 SYMPK SYTL1 TAF10 TAF1C TANC1 TAS1R2 TFAP2E TGM1 TMEM202 TMEM214 TMEM239 TNS1 TNS2 TOM1 TOP1MT TPP1 TRADD TRAF3IP2 TSFM TTLL7 UTS2 VCPKMT VRK3 WNT8A ZC3H12D ZNF446 ZNF503 ZPR1 GSE13493_CD4INTCD8POS_VS_CD8POS_THYMOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13493_CD4INTCD8POS_VS_CD8POS_THYMOCYTE_UP ABCG2 ABI2 ADAM10 ADAMTS19 AFF4 AFTPH AGAP1 AP1M2 AP3S1 ARL15 ARMCX3 ATP11C ATP7A B3GLCT BCLAF1 BEX1 BMPR2 BTF3L4 C5orf52 C9orf40 CAMKK1 CAPN3 CARNMT1 CBX1 CCDC122 CCDC28B CCR9 CD27 CD4 CDC40 CDC42EP1 CDH18 CDKN2AIP CEP57 CEP97 CHRNG CHTOP CHURC1 CKMT2 CMAS CNIH4 COPS5 CPA4 CPSF6 CSTB CTH CWC15 CYBRD1 DCAF5 DDX42 DENND6A DESI2 DHH DLK1 DMKN DNAJA1 DOCK6 DYNLRB1 EDARADD ELAPOR1 ELF4 EPS15 ETFRF1 F13A1 FBLN2 FBXL12 FGFR3 FLJ13224 FMR1 FNBP1L FREM1 FUOM GLIS3 GREB1L H3-5 HACE1 HARS2 HEG1 HMG20A HNRNPA0 INSL6 IRGQ ITM2B KANSL2 KCTD3 KDM5B KLC4 KLHL9 LAGE3 LDHB LRRC28 LXN LYRM2 LZTFL1 MAML1 MAP3K5 MBD5 MCFD2 MED13L MEF2A MEN1 METTL6 MIR22HG MLX MMADHC MRAP2 MRPS16 MSRB2 MYB MYL3 NAXE NBL1 NCBP3 NDUFS2 NDUFV2 NMB NPC1L1 NRTN NTN1 NTRK1 NXT2 OLFM2 OSTM1 PBDC1 PCBP3 PKD2 PLCXD2 PLEKHF2 POLE3 PPM1K PRIMA1 PRKCB PRNP PSPH PTEN PTHLH PYCARD RAB3B RABGAP1L RALGPS2 RAP2C RASL11B RBMX RCAN3 RCSD1 RESF1 RFX5 RGCC RMDN1 RNF34 RPS6KA6 RPS6KB2 RTN1 SALL2 SATB1 SCARB2 SDF2 SEC22B SETD4 SIRT5 SLC16A10 SLC25A6 SLC35F1 SLCO6A1 SNAI3-AS1 SNN SRP9 SSBP2 SSR3 ST8SIA4 STPG1 TACC2 TAF9B TATDN3 TBC1D21 TIAM1 TLR3 TMEM104 TMEM128 TMEM59L TMEM68 TOR1AIP2 TP53INP2 TRAF2 TRAT1 TRIM24 TTC9C TUG1 TUSC2 UBE2B UBXN7 USP43 VAMP7 WDR45 WDSUB1 ZBTB33 ZC4H2 ZDHHC17 ZNF207 ZNF266 GSE13493_DP_VS_CD4INTCD8POS_THYMOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13493_DP_VS_CD4INTCD8POS_THYMOCYTE_DN ABHD5 ACP1 ACTL6B ALDOC ALK ARRDC5 ATAD3A ATP5F1E ATP6V1C2 B3GAT1 B3GLCT B4GALT5 BAZ1A BEND4 BTF3 C1orf131 C7orf50 CADPS CARD6 CBR4 CCDC102A CCND2 CCT8 CDH18 CENPI CEP41 CEP83-DT CHCHD10 CLIP1 CLUAP1 CNOT9 COX6C CTPS1 DAGLB DDX21 DECR1 DIO1 DPCD DPY19L1 E2F6 ECSCR EHD1 EI24 EID2 EIF2AK4 ELP3 EMP3 ENO3 ERAP1 EVA1C EXOC5 EXOSC9 FA2H FAM162A FAM185A FAM216B FGA FGF18 FGFBP3 FGFR3 FILIP1L FKBP9 FOXRED1 GCNT3 GHRHR GPATCH1 GPR135 GPR19 GUK1 GZMA HEATR1 HELLS HMBS HMGXB4 ICAM1 ICOSLG IFRD2 IGHG1 IKZF3 IL2RB INTS2 ITIH5 IZUMO1R KAT2A KCTD9 KDELR2 KPTN KYAT3 LAX1 LIPT2 LONP1 MAPKAPK3 MBOAT1 MBOAT7 MFSD2B MLH3 MRPL3 MTCH2 MTHFD1 NCBP1 NCOA7 NDUFS1 NEK9 NEMF NHP2 NKX6-2 NME4 NOD1 NOLC1 OPRK1 ORAI3 OXCT1 PAK2 PAOX PCDHA11 PDCD1LG2 PDLIM4 PEAR1 PEPD PHKA1 PHKB PHYH PI16 PIM2 PLEKHA2 POU2AF1 PPA1 PPIE PPIL3 PRKCH PRR11 PSAT1 PSMA2 PSMA5 PSMA8 PTGER2 PUS1 PWP1 RAB27B RAB30 RARS1 RBM15 RCC1 RCN1 RIPK1 RNF141 RNF144A ROPN1L RPF2 RPL14 RPL22 RPL23 RPL6 RPS2 RRBP1 SALL3 SDHAF1 SDHB SEC22A SETD6 SKIC3 SKIC8 SLC25A4 SLC32A1 SLC36A4 SLC38A1 SMC6 SMCO4 SNRPA1 SNRPF SPATA3 SRGN SWI5 SYTL4 TAF1D TAT TDO2 TFB1M THUMPD1 TIMM8A TM7SF2 TMEM256 TMTC4 TNFSF11 TOMM40L TONSL TRPM1 TSACC TSEN2 TTC27 TUBB3 TYW1 UAP1 USP28 UXS1 WDSUB1 YBX1 ZC3H7B ZNF229 GSE13493_DP_VS_CD4INTCD8POS_THYMOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13493_DP_VS_CD4INTCD8POS_THYMOCYTE_UP ABCC3 ACADS ACIN1 ADAMTS7 ADGRE5 ADGRL3 AKAP8L ALDH7A1 ANKHD1 ANXA10 AP1M1 AP3M2 APOC1 AQP11 ARMCX3 ARSA ATG4D ATP11A ATP6AP2 ATP6V1G1 ATP7A BBOF1 BBS4 BRPF1 BTBD8 C8orf58 CASK CCDC126 CCDC71L CCNG2 CD4 CELSR2 CERK CHST10 CLEC4E CLK3 CNOT6 COL27A1 CORO7 CROT CRYBA2 CTSV DAPK1 DCK DCTN1 DENND4C DLG3 DTX3 DYNLT5 EFHD2 ELK4 EMSY EPS15 ETS2 EXOC2 EZH1 FAM193B FAM210B FAM8A1 FBXW5 FBXW7 FCSK FGF2 FHIP2A GIGYF1 GLCCI1 GLG1 HARBI1 HBP1 HELZ HMGB4 IFT140 IL10 IL4R ILKAP IRF5 ITGA5 ITPKB JUP KCTD2 KHDC4 KIF5B KLHDC8B KLK6 KRBA1 KREMEN1 KRT25 LAMC1 LDHB LENG8 LRRC28 LYPD8 LZIC LZTFL1 MAFB MALAT1 MAPK9 MARCHF6 MARK4 MAST3 MED13 MIA3 MIER1 MMP19 MSANTD1 NAA11 NAV2 NBR1 NDFIP2 NFRKB NKIRAS1 NMNAT1 PABPC1L PABPN1 PAFAH1B1 PBX2 PCDHB12 PIP4P1 PLEKHG2 PNKP POLG POU6F1 PPP1R21 PPP2CA PPP6R3 PRAMEF8 PSAP PSEN1 PTPN14 R3HCC1L RAB11B RAD52 RAG2 RAP2C RASA1 RCSD1 RGMA RMND5A RNF123 RNF41 RNPEPL1 RPRML RSRP1 SAFB2 SASH1 SERTAD2 SETD4 SFI1 SIRT7 SKIDA1 SLC24A2 SLC25A12 SLC25A37 SMPD2 SSH3 STAT2 STEAP2 STEEP1 STK24 TAP2 TBCEL TEPSIN TIAM1 TMCC1 TMCC3 TMEM120B TNFRSF12A TNFSF9 TNK2 TOX4 TP53I13 TRAT1 TRIM56 TSC22D4 TSGA10 TTLL1 TTLL3 UBE2H UBP1 UBR3 UNC5CL USF3 USP32 VPS13D WBP1 WNT8B YPEL2 ZBTB18 ZBTB20 ZBTB42 ZFYVE1 ZNF287 ZNF29P ZNF335 ZNF446 ZNF512 ZNF592 ZNF653 ZNF750 ZNF770 GSE13493_DP_VS_CD8POS_THYMOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13493_DP_VS_CD8POS_THYMOCYTE_DN ABCA2 ABCD2 ACSL5 ACTN2 ADAR ADGRG3 ADSL AFP ALPG AQR ARHGAP18 ARHGEF3 ARL1 ARRDC5 ATP5MG AZIN2 BCKDK BRI3BP BTBD6 BTF3 C3orf14 CABP7 CACNA1A CACNB2 CCDC187 CCDC88C CD74 CEP250 CIB3 CLN3 CPVL CYP20A1 CYP26A1 DANCR DEPDC5 DHRS7 DHX35 DNAJC19 DOCK5 DPF3 DPM1 DRC1 DSCC1 DSE DYNLRB2 DYNLT2B EID2 ELOVL5 EMP3 ENC1 ENO3 ERAP1 ERI3 FAM162A FGFBP3 FKBP9 FSTL3 GABRA3 GDF11 GJA1 GJB2 GP1BA GRAMD2B GRAMD4 GRWD1 GUK1 HDDC2 HECW2 HLA-DMA HLF HORMAD2 HSPA9 HSPE1 IDH3A IFNG INPP1 IRAK1 ISL1 ISYNA1 ITGB7 ITPK1 JAK3 KAT2A KCNMA1 KCNV2 KCTD10 KLHL18 KRT15 LANCL3 LFNG LIPC LRRC8C MAP3K4 MAPK12 MBOAT1 MIOX MROH2A MRPL28 MRPS24 MTCH2 MTUS2 MYO6 NFATC2 NHLRC1 NIN NME4 NOL11 NQO1 NSDHL NSUN2 NUFIP1 NUP155 ORAI3 OSGIN2 OXCT1 OXNAD1 PAK2 PAOX PARP2 PEPD PFKP PGF PHF7 PHLPP2 PIGS PLPPR2 PMEPA1 PML POLE POLE2 POLR1B POLR1C POU2AF1 PPIB PPIC PPIL3 PPRC1 PRDX3 PRKAR2A PRKDC PRMT3 PRODH2 PROKR1 PRPF31 PRXL2A PSMA5 RABEPK RARS1 RCN1 RFC4 RFC5 RNF165 ROCK2 RPL38 RPS18 RXRA SARS1 SCFD2 SCLT1 SERPINA7 SGSH SKIC3 SLC12A2 SLC30A7 SLC35G1 SLC47A1 SLFN13 SMCO4 SMYD4 SOX10 SPATA33 SPTB ST6GALNAC4 SYTL1 THTPA TIMM8A TM9SF2 TMEM126A TMEM237 TMEM33 TMEM71 TMEM81 TMTC4 TOMM40 TOMM40L TONSL TOPBP1 TPST2 TRAIP TSACC TSEN2 TSFM TTC27 UAP1 VIL1 VPS25 WDFY1 YBX1 ZCRB1 ZNF786 GSE13493_DP_VS_CD8POS_THYMOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13493_DP_VS_CD8POS_THYMOCYTE_UP A4GALT ABCC8 ABI3 ACTR5 AGAP1 AHSG ALG11 AP3M2 ARAP2 ARHGEF10 ARID1A ARMCX1 ATP6V1D ATP6V1G1 B3GALNT1 BAP1 BBOF1 BEND5 BTK C19orf33 C21orf91 CACNB1 CASK CASP6 CASQ1 CD81 CD8A CD8B CD99L2 CDC42SE2 CDK5R2 CEND1 CERK CHL1 CHMP1B CLPTM1 CNOT1 CNOT6 CNPPD1 COL27A1 COL9A3 CORO2B CPPED1 CRAMP1 CSNK1E CSRNP1 CTNNBIP1 CYBRD1 DBNDD1 DENND4C DGAT1 DIP2A DUSP11 ENTREP1 ERO1A ETFRF1 FAM193B FBXO41 FBXW11 FBXW7 FCER2 FHIP2A FIRRE FMNL2 FTL FYB1 GABARAPL2 GADD45A GMEB2 GNAI3 GRIK2 GTF2H4 H1-0 H3-5 HAUS2 HCLS1 HIGD1C HSPA4L IFIT2 IL4R INO80C INSL5 ITGAL JTB JUP KCNN4 KIDINS220 KIF13B L3MBTL3 LCORL LDB1 LIX1L LPAR6 LYST MAGEF1 MANBAL MARCHF6 MARCKSL1 MAST3 MED13 MEX3A MEX3B MIER1 MIR22HG MORC2 MPP1 MR1 MRAP2 MRGPRE MRTFB MT1E MUS81 MYL3 NAA35 NATD1 NCK2 NKIRAS1 NMNAT1 NPC1L1 NT5C3B OGA P2RY10 P3H4 PABPN1 PDE5A PEX5 PIK3CA PIP5K1B PKD2 PLA2G5 PLEKHG2 PLGRKT PLXDC2 PPIL2 PRAMEF8 PRKCB PRKRA PRPF38B PTBP2 PTCH1 PTK7 R3HDM2 RAB22A RAB33B RABGAP1L RBAK RBPJ RDH11 RFX5 RHOH RIPOR1 RNF166 RP2 RPS6KB2 RSRP1 SEC14L1 SENP7 SERINC5 SETD7 SH3BP2 SH3RF3 SHF SLC12A4 SLC22A5 SLC2A13 SLC9A9 SLCO3A1 SNN STX6 SYPL2 TCF12 TDRD5 TIAM1 TMCC3 TMEM35A TP53BP2 TP73 TPRA1 TRIM24 TRIM56 TRPV2 TSPYL4 TSR3 TTC9C TTLL1 UBE2S UBE4B UBTD1 USP3 VPS13D WSB2 WWP2 YPEL2 ZBTB34 ZCCHC9 ZDHHC17 ZNF646 ZNF653 ZNF667 GSE13522_CTRL_VS_T_CRUZI_BRAZIL_STRAIN_INF_SKIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13522_CTRL_VS_T_CRUZI_BRAZIL_STRAIN_INF_SKIN_DN ABCA1 ABTB2 ACOD1 ADGRF1 ADH7 ADIPOR1 ADRA2B AGFG1 AGO3 ALS2 ALS2CL ANK2 APOLD1 ARAP3 ARHGEF6 ARMCX2 ASPRV1 ASTN1 ATOH8 ATP6AP2 ATP8B4 BAG2 BBOX1 BCL6 BTBD3 C10orf120 C14orf119 C1QC CALB1 CALCRL CBFA2T3 CCR7 CD247 CD34 CD53 CD72 CD74 CDH9 CDYL2 CEP97 CERS6 CHCHD6 CHD7 CHIC1 CHML CHRNB4 CLPS CMA1 CSTA CTF1 CX3CL1 CYLC2 CYTL1 DDN DHX58 DNAH17 DTX3 DUSP23 DZIP1 EDA EDARADD EDNRB EEIG1 EIF2B4 EMX1 EN2 EPHA5 EPHB3 ERBB2 FAAP100 FARSB FAT1 FBXL16 FNTB FXR2 FXYD6 GAB2 GABRG3 GCGR GDF3 GGT5 GHRH GIPC1 GTF2I HACD1 HCK HES5 HID1 HLA-DQA1 HS2ST1 HTRA3 ICMT IHH ILDR1 INSC ITGB5 KLRG1 LRP1 LRP3 MBTD1 MDGA1 MEIG1 MFN1 MGRN1 MINDY2 MYLK3 NES NFE2L2 NOVA1 NPC2 NPNT OPRK1 OTOA PADI6 PARVA PAWR PCIF1 PCYT2 PDE3B PDE5A PDZD4 PDZRN4 PHF21A PIWIL4 POLR3F POU2AF1 PPP1R1A PPP6R2 PRKAB2 PRRX1 PSMD3 PTK7 PXMP4 RAB13 RAB21 RAI1 RASSF7 RB1 RFLNB RGS13 RGS5 RGS9BP RNF157 RWDD2B SATB1 SCG3 SCML4 SCNN1A SEMA4A SEMA4C SEMA6A SEMA6C SERINC2 SERPINA6 SIAH1 SLC12A8 SLC25A37 SLC30A8 SLC35F1 SLC4A3 SLC6A11 SPAG17 SPOCK1 STAU1 STIM1 STMP1 STYXL1 TCF21 TDRP TEP1 TERB2 TFAP2C TM6SF1 TMCO5A TMEM151A TMEM37 TNS3 TOMM34 TPD52L1 TPO TPPP3 TPSB2 TRABD2B TRIM7 UNC13B UNC5A USP25 USP7 UTF1 VAT1L VGLL1 VRTN WNT5B WWC2 YTHDF1 ZBTB43 ZFYVE28 ZIC2 ZNF474 GSE13522_CTRL_VS_T_CRUZI_BRAZIL_STRAIN_INF_SKIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13522_CTRL_VS_T_CRUZI_BRAZIL_STRAIN_INF_SKIN_UP ACTR8 ADAMTS14 AGO2 ALG14 ARHGAP6 ARL14 ARMT1 ATG12 AXIN2 BCAR3 BLNK BMF BPIFA1 C16orf89 C1QTNF3 C1orf216 CATSPERD CBLL1 CCDC110 CCDC166 CCDC28A CCL22 CCM2L CCNG2 CD40LG CD79B CDC42EP3 CDK3 CEACAM19 CNR1 CNST COL14A1 CSF3R CTCFL CYB561 DARS2 DCTN4 DDAH1 DDX24 DIPK1A DLEU7 DNAJC3 DSG4 EEIG2 EIF4A2 ELN ETS2 EZH1 FAM118A FAM32A FBXO8 FCAMR FFAR1 FKBP1B FKBP6 GID8 GLYCAM1 GMEB2 GMFG H2BC21 HLA-G HOXD3 HRH1 HSD3B2 IDH3B IGF1 IGF2 INPP5A IQCE IRS4 ISM2 ITGAX KCNA1 KCNK9 KCNMB4 KCTD6 KDM5B KLHL7 KRT72 KRT75 LRCH1 MAGEF1 MAP3K21 MGAT1 MGST1 MIR130B MIR551B MMP17 MNS1 MYCT1 MYO15A NAALADL2 NEBL NECAP1 NGLY1 NKX2-6 NR1D2 NRF1 NSMCE3 OGFOD1 PATL1 PDGFRB PDZPH1P PDZRN4 PGAP1 PKDREJ POLR1D POU2F1 PRAMEF13 PRDM14 PRIMA1 PRPH2 PTCH2 PTPN12 RAP2B S100A16 SCD5 SCOC SLC25A37 SLC28A3 SLC38A3 SLIT2 SNX7 SOAT1 SOX10 SPATA32 ST3GAL1 ST6GALNAC5 STX18 STX8 SUGP1 SYNPR TACR1 TALDO1 TBCEL TMEM150A TMEM167B TMEM210 TMEM234 TTC29 TTLL7 VPS26C VRTN WASF3 WDR45 WNT5A ZBTB24 ZDHHC15 ZNRF1 GSE13522_CTRL_VS_T_CRUZI_G_STRAIN_INF_SKIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13522_CTRL_VS_T_CRUZI_G_STRAIN_INF_SKIN_DN ABCD4 ABI2 ADAM29 AMOT ANXA1 ARAP1 ATP6V0A2 BICRA C9 CEP112 CFAP58 CHST13 CLCA4 CLEC1A CLEC9A CLIP4 CMA1 CNTNAP4 COQ2 CORO6 CPEB2 CTNS CTSW CYFIP1 CYP11A1 DAPK3 DDX54 DHPS E2F3 EAF1 ETV1 FAM118B FAM163A FAM222B FBF1 FBXL4 FHIP1A GALNT10 GALP GHR GNG2 GOLM2 GPATCH3 GPR155 GPR173 GPR83 GUSB H6PD HDAC9 HGD HGS HTR3A IFNA13 IL12RB1 IL1RL1 ITPR3 LAP3 LAPTM5 LARGE1 LDLR LIPE LPCAT3 LRRC19 LRRC26 LUM LY6E LYPLAL1 MAPK8IP3 MAPKAP1 MBD2 MCOLN1 MED16 MIR154 MIR409 MLST8 MRAP MRPS25 MSR1 MT1A MTCH1 MTMR14 MUC3A NAT1 NIPSNAP2 NKG7 NUFIP1 NUP42 P2RX7 PABPC1 PADI4 PHC3 PHLPP2 PI4KA POGLUT3 POLM PPIA PRKAR2A PRSS58 PSMA2 PTGDS PTGIR PTGR1 RAB27A RDH5 REG3A RGS18 RNF135 RORA SC5D SCARNA17 SCLY SEMA3E SEMA4D SERINC3 SF3A1 SFRP2 SLC25A13 SLC30A8 SNRPB2 SRD5A3 SRGAP3 STX2 TGFBRAP1 TM4SF5 TMEM150A TMEM67 TMPRSS11A TOX TRIM7 TRPC3 TRPC6 TTC23L UAP1 UBE2L3 VEGFC WAS ZIC5 ZYG11A GSE13522_CTRL_VS_T_CRUZI_G_STRAIN_INF_SKIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13522_CTRL_VS_T_CRUZI_G_STRAIN_INF_SKIN_UP AADAT ACAA2 ACSL1 ADAMTS6 ADSL AFG3L2 AGA AHNAK ALPK2 ANKH ANTXR2 ANXA5 ANXA7 ARL10 ATP2B1 ATP5MC3 ATP6V0D2 ATP6V1F AVEN BBOF1 BCL2L15 BLOC1S4 BLVRA BTBD8 C1orf43 C20orf85 C3orf80 C4orf51 C7orf57 CAMK1 CAPG CAPSL CCDC136 CCDC59 CCER1 CD27 CD5 CD83 CDC16 CDC5L CDKN1C CNPY2 COPS6 COX20 CTNNBL1 CTSW DENR DNAH11 DNAJC21 DUSP16 ECM1 EIF2S1 ENTPD1 EPHX1 ERLEC1 ETFBKMT ETHE1 EXOSC5 EXT1 FABP1 FADS6 FAH FAM124B FBXO6 FBXO7 FCF1 FFAR2 FKBPL GABARAPL1 GABPB2 GALR3 GANC GBP4 GFM2 GLIPR2 GPR83 GPRASP2 GPX1 HEY1 HNRNPLL HOXA2 HS3ST1 HSD17B6 IER2 IFI35 IFT52 IKZF2 IL10 INTS12 INTS9 IRF6 ITGB1 ITGB8 KCNF1 KDM1B KERA KIF5C KRTAP21-1 LAMC1 LCLAT1 LCP2 LDAH LSM10 LYRM7 MAF MAPKAPK3 MBD2 MDFIC MED8 METTL16 MFNG MFSD4A MRPL19 MRPL21 MRPL55 MRPS10 MTHFS MXD3 MYC NDRG1 NDUFA8 NDUFB7 NHLRC2 NIFK NRP1 NSUN2 NT5E OMA1 OTULIN PAM PANX1 PARD6G PCGF2 PCTP PDIA4 PFDN1 PHTF2 PLAGL1 PPM1L PPP1R14B PRAP1 PRG4 PRKCZ PROS1 PSTPIP2 PTER PTPN4 PVT1 RASGEF1B RBM8A REXO2 RNF217 RNH1 RORC RPS19BP1 RRAGD RTCB SAP18 SC5D SCAMP1 SEC22B SELENOM SERAC1 SERHL2 SERPINF1 SFT2D2 SLA SLC22A15 SLC25A33 SMPDL3A SNED1 SOCS2 SSR1 STK38L SWAP70 TAFA3 TAGLN3 TBC1D4 TMEM11 TMEM154 TMEM158 TMEM185A TMEM65 TNFAIP8 TNFRSF13C TNFRSF18 TNFRSF4 TRIM45 TRMT6 TWSG1 UCHL3 UFL1 VTN XXYLT1 YWHAQ ZNF608 ZNF653 ZNF655 ZNF688 GSE13522_CTRL_VS_T_CRUZI_Y_STRAIN_INF_SKIN_129_MOUSE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13522_CTRL_VS_T_CRUZI_Y_STRAIN_INF_SKIN_129_MOUSE_DN ABCA2 ADAMTS6 ADGRD1 ADORA2A AHCYL2 ANKRD2 ANKRD29 ARHGEF11 ARHGEF16 ARMCX4 ARMCX6 ASCL1 ATP10D ATP1B3 B3GNT5 BARHL2 BCL2L1 BIN1 BIRC2 BRF2 BRINP1 C5orf52 C8orf74 CAMK2N1 CAST CATSPERD CAVIN1 CCDC116 CCDC160 CCDC162P CCDC92 CCT6B CD5 CD81 CDC42SE2 CERK CERS4 CLVS1 COL19A1 COL4A4 CREBL2 CRH CRKL CTDSP2 CUBN CYBRD1 CYP3A7 CYP4V2 DDX41 DDX47 DNAH7 DSPP EDEM2 ENO3 ESYT2 F7 FAM118B FAM53B FAM98C FBXO31 FBXO45 FCHSD2 FHL1 FLOT1 FNDC9 G6PC2 GLIS3 GMCL1 GPR143 GPRASP2 HNRNPC HOMER2 HSF4 ID3 ID4 IGF1R IGF2R IGSF3 ITGA7 ITGB6 KCNA5 KCNJ9 KCTD20 KDM8 KIF5C KIF9 KLF9 LAD1 LAPTM4B LPAR4 LRRC8C LYSMD2 MACROH2A2 MAGED1 MAT2B MEX3B MFSD2B MRTFB MTMR11 MTMR3 MYORG NAP1L3 NECAP2 NFIB NHLH2 NLRP4 NME8 NOL3 NUDCD3 OCRL OLIG1 PATL2 PCMTD1 PCTP PDGFA PDZD9 PEAK1 PELI2 PFAS PFN2 PHF23 PHLPP1 PIR PITPNB PLCL1 POPDC2 PRDM2 PRKAG2 PRKX PRNP PROX1 PRPH2 PRSS46P PTDSS1 PTF1A PTPN13 PTPN5 RALGDS RASSF9 RBPMS2 RECK RELB RFXANK RHBDL2 RIPPLY3 RPL5 RPRML RRAGD RSRP1 RXRA S100G SAV1 SCN11A SELENOM SELL SETX SFXN3 SHC4 SKIL SLAMF9 SLC12A6 SLC25A31 SLC37A2 SLC52A3 SMOX SNX18 SNX33 SOX30 SPAG4 SPHK2 SRRM1 STAG1 STAM2 STAT5B STON1 SUPT7L SUSD2 SWAP70 TAB2 TAS1R1 TCF25 TCF7L1 TMEM222 TMTC2 TNP1 TOM1L2 TPPP3 TRDN TRIM40 TRIM62 UGT3A2 VASN WNT3 YPEL3 ZBED3 ZFP64 ZFP69 ZNF354A ZNF521 ZNF585A GSE13522_CTRL_VS_T_CRUZI_Y_STRAIN_INF_SKIN_129_MOUSE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13522_CTRL_VS_T_CRUZI_Y_STRAIN_INF_SKIN_129_MOUSE_UP ABCA2 ABCA4 ABRA ADORA2B AIDA ALDH5A1 AMZ1 ARRDC4 ASPG BIRC7 BMP8B CAPN1 CASTOR2 CBLIF CD40 CLEC10A CLEC4G CNTN1 COL15A1 COL9A1 CPLX2 CRISPLD1 CRP CTU1 DPPA4 ENTPD1 EPHA10 ERN2 ESAM EZHIP F2RL2 FAM170B FAM222B FAM24A FAM43A FASN FBXL22 FBXO10 FOXI3 FOXJ2 GNA15 GNPTG GPR143 GPR82 GRIN2C HHEX HNMT HPS6 IGFN1 IL23R INPP5J ITPKA IZUMO1 KATNAL2 KCNK7 KCNMB4 KIF13A KIF26B KIF5C KRT39 LRRC63 LY6G6C MDGA1 MED11 MEP1B MIR194-2 MIR200B MIR491 MIRLET7B MORN3 MSRB2 MTARC1 MYL9 NAF1 NBL1 NDUFS5 NEB NECTIN4 NIPSNAP3A NPW NR6A1 NRN1L NRP1 OC90 PANX3 PARD6G PCLO PGLYRP4 PHEX PKHD1 PLA2G1B PLA2G4F PLCD3 PLIN5 PNPLA1 POMGNT2 POU2F3 PRR15L PSMB11 RAPSN RARRES1 RASGRF1 RBM20 RBP7 RDH8 REPS1 RPRD1B RRS1 RSPH14 S100A11 S100A16 SCARA3 SDC4 SEMA6A SND1 SOHLH1 SPECC1 SRC SRY SULT1D1P SYT5 TAAR9 TM4SF20 TMEM45B TNNI2 UBE2L3 UBQLN1 WFDC5 XCR1 ZAN ZDHHC1 ZER1 ZFP28 ZP3 ZSCAN29 GSE13522_CTRL_VS_T_CRUZI_Y_STRAIN_INF_SKIN_BALBC_MOUSE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13522_CTRL_VS_T_CRUZI_Y_STRAIN_INF_SKIN_BALBC_MOUSE_DN A1CF ACTN1 ADCY6 ADGRL1 ADRA1B ALDH2 ANKRD1 BACH2 BICDL1 CALCOCO1 CALHM6 CARF CBARP CC2D2B CCDC88A CCNO CCR7 CD9 CERS6 CHST15 CLCF1 CLEC4D CNGA1 CNKSR3 CNN3 CNTN6 CRIM1 CYP39A1 CYRIA DDX3Y DGKZ DLX6 DPM3 DYNC2H1 DYRK1B DZIP1 EEIG2 EML5 EPHB6 EVL FAM83B FGF20 FHIP1B FOXP1 FRAT2 GABRA6 GLIPR1L1 GPSM1 GSX1 GUCY1A1 HDAC9 HOXD13 IFT80 IGF1R IGF2BP3 IL17A IL2 IL6R IQCG ITGA5 ITM2A KLF3 KLHL22 KRT2 KRTAP6-3 LDHB LEF1 LHX5 LINGO2 LMO4 LRIG1 MAD1L1 MAGI3 MATN2 MFHAS1 MIR128-1 MIR218-1 MIR449A MIR541 MIR9-1 MS4A4A MSRB2 NSG2 NTN4 NXPE2 PABPC4L PARP8 PDE3B PDE7A PHF13 PKD1 PLAG1 PLXDC2 POU4F3 PRG4 PRKAR2B QSER1 RBMY1A1 RERE RGS2 RGS9 RREB1 SASH3 SATB1 SCARNA17 SCMH1 SELL SFMBT2 SLC12A7 SLC25A23 SLC44A1 SOX4 SPRY1 SQOR ST6GAL1 ST8SIA1 ST8SIA6 STON1 SYDE2 TBC1D4 TCF20 TCF4 TCF7 THEMIS THUMPD2 TNKS1BP1 TRIO TTC28 TTL TTYH3 TUBB2B UCP1 UGCG UNKL UTY VSTM2A ZBTB10 ZFP14 ZNF318 GSE13522_CTRL_VS_T_CRUZI_Y_STRAIN_INF_SKIN_BALBC_MOUSE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13522_CTRL_VS_T_CRUZI_Y_STRAIN_INF_SKIN_BALBC_MOUSE_UP ABHD16B ADGRF2 AK4 ARL9 BAG1 BAX BSG C1D CABLES2 CCS CENPF CEP126 CLNS1A CNTN1 CPT1C CYLC1 DDIT4 DTX3 EGLN1 EIF3D EIF4B ENO1 ERH ERI3 ERRFI1 ETFA F8 FAM118B FAM183BP FBXO6 FHL2 FZD7 GABRP GLIPR2 GLUL GNA12 GRAMD2A HLCS HMGN3 HNF4G HOOK2 ICAM1 IL18 ITGA1 KCNC2 KLC2 KRTAP6-3 LAT2 LDHA LRRC59 LRRC8C MAD1L1 MCUB MESD METTL13 MGMT MIR499A MLST8 MPC1 MPI MRPL57 MRPS18A MRPS27 MRPS33 MRTO4 MYH8 MYO5B NAPSA NDFIP2 NDUFAF1 NGDN NIPSNAP3A NME1 NOMO1 NT5C ODF3L2 OGFRL1 OPN3 PACSIN2 PAK1IP1 PCDHB12 PCMT1 PDCD2 PGD PHF5A PKM PLXNA3 PMPCB PNLDC1 POLR3K POMP PRMT5 PSMC4 PTMS PTPN1 RPL14 RPS19BP1 RPS26 RPS8 RS1 RSU1 SARNP SCAP SCN2A SELENON SERPINC1 SLC2A1 SLC30A4 SLC39A12 SLC4A11 SMYD2 SOWAHC SPAST SRM SSR2 STX6 STXBP6 SURF4 TACSTD2 TBC1D7 THEM4 TM2D2 TMCO1 TOMM40 TPD52 TPI1 TPM1 TRAPPC10 TSGA10 TSN TSR2 TXNRD1 WT1-AS YARS2 ZC3H12C ZFAND1 ZMAT2 ZSWIM7 GSE13522_CTRL_VS_T_CRUZI_Y_STRAIN_INF_SKIN_IFNAR_KO_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13522_CTRL_VS_T_CRUZI_Y_STRAIN_INF_SKIN_IFNAR_KO_DN ABHD4 ACOT11 ACOT7 ACSBG1 ACTG2 ADAM19 AHCYL2 AKR1B10 ALAD ALDOC ALKBH6 ANG ANGPTL2 ANXA4 ARHGAP20 AXL BHLHE40 BID BMP7 C16orf74 C1QTNF12 C3orf80 C6orf89 CAPG CAPN3 CASP7 CD200 CD79B CD81 CD83 CD99L2 CDK6 CEP55 CERK CHSY1 CLSTN1 CMTM3 CMTM7 CNKSR3 COMT CRMP1 CST7 CTLA4 CTTN CUEDC1 CUL7 CXCR3 CXCR5 CYB5A CYFIP1 DAPP1 DBNDD2 DENND5A DHRS3 DUSP4 DUSP5 E2F3 EEF1AKMT1 EGR2 ELK3 ENDOD1 ENO3 ENSG00000286190 EPCAM EPHX1 ERGIC1 ETFBKMT ETV5 FABP5 FMNL3 FRMD4B FSD2 GABARAPL1 GADD45G GALM GATA1 GFI1 GLRX GNA12 GPR15 GPR68 GPR83 GPX4 HIVEP3 HNRNPLL HOPX HSD3B7 ICAM1 IGF2R IL12RB1 IL1R2 IL2RA IRAG2 IRAK2 IRF4 ITIH5 IZUMO1R JDP2 KCNK6 LAD1 LAG3 LITAF LIX1L LPXN LRRC61 LRRC8D LTA4H LYSMD2 LZTS2 MAGED2 MCM6 MCUB MDFIC MFSD4A MTMR3 MX2 MXD1 NAF1 NAGA NCF4 NCMAP NFIL3 NFKBIA NOD1 NRP1 NSMF OAZ2 P2RX7 PAFAH1B3 PBX2 PDCD1 PDCD1LG2 PEAR1 PHLDA1 PHLPP1 PLCB3 PLEKHB2 PLGRKT PLPP1 PRELID2 PRG4 PRNP PTGER2 PTPN9 RALGDS RECK REXO2 RFX5 RNASE4 RNF216 RUNDC3A RUNX2 RXRA S100A4 SDCBP2 SDHAF1 SH3BGRL2 SH3GL3 SHE SLC22A2 SLC25A53 SLC35D1 SLC41A1 SLC45A4 SLC7A10 SMYD2 SP6 SPRY1 SRC ST3GAL2 STAT5A STING1 STX11 SUOX SUSD2 SYNPO TGIF1 TGM2 TIAM1 TJP2 TMBIM1 TMEM158 TMEM64 TNFRSF18 TNIP1 TOR4A TRAM2 TRIM14 TRIP13 TRPM1 TSPAN3 TSPAN31 UBE2L6 UNC119 WLS XBP1 XDH YDJC ZC3H12D ZCCHC18 GSE13522_CTRL_VS_T_CRUZI_Y_STRAIN_INF_SKIN_IFNAR_KO_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13522_CTRL_VS_T_CRUZI_Y_STRAIN_INF_SKIN_IFNAR_KO_UP ABHD15 ACP5 ACTN1 ACVR1B ACVRL1 ADH1C AFP ALOX5AP ALS2CL AMIGO2 AMPD1 AMZ1 ANKRD13A ANXA5 AP2B1 APOBR APP APPL2 AQR ARHGAP29 ARL4C ARSB ATP8B4 ATXN7L3B BBS9 BPNT1 C19orf38 CAMKK2 CBX4 CCND1 CCR7 CD247 CDR2 CLEC10A CNGA1 CNN3 COMMD8 CRTAM CSNK1E CTSH CTSV DAPL1 DENND2D DGKA DNASE1L3 DNTT DUSP10 DUSP7 DYRK2 EEIG1 EHD3 ELOVL7 EMB ENC1 EPAS1 F2RL1 FAM234B FAM78A FASLG FCER1G FCGRT FEZ2 FFAR2 FNDC10 FNTB GALNT6 GALNT9 GMFG GPATCH4 GPD2 GPR18 GPR180 GPR183 GPRC5B GRAMD1A GRAMD2B GRK6 GTF2I H2BC13 HAVCR1 HEXIM1 HID1 HLA-DQA1 HLA-DRB1 HS3ST3B1 HSD11B1 IBTK ICAM2 ID2 IFT25 IGLC7 IKBKB IKBKE IL1RL2 IL21 ITGB3 ITK KCNMB4 KLRD1 KMO LBP LDLRAP1 LEF1 LIPA LMO4 LRRC75B LY86 LYPD6B LYST MAN2A2 MBOAT1 MCEMP1 MCTP2 METTL9 MPEG1 MREG MSRA MYO10 NAPSA NTRK3 OSTF1 PADI2 PCED1B PDE3B PDE4B PDLIM4 PIK3IP1 PITPNA PKNOX1 PLD4 POU2AF1 PPIC PPM1H PPP2R1B PPP2R5A PRF1 PTGR3 PXYLP1 RAMP3 RANBP10 RAPGEF4 RASSF2 RBM17 RCBTB2 RFLNB RGCC RGMB RNF145 RNF167 RPA1 RPL14 RPS29 RPS8 RTN4RL1 RUNX3 SATB1 SCML4 SCP2 SEMA4F SETD4 SGK1 SIKE1 SLC12A7 SLC16A5 SLC20A1 SLC38A2 SLC49A4 SLPI SMIM5 SNHG8 SNN SPIB SPSB1 STIM1 SUGT1 SUPT7L TANC1 TCF7 TDRP TEC TGFBR2 TGFBR3 THEMIS THEMIS2 THNSL1 TMEM186 TMEM203 TMEM9B TMIE TSPAN14 TSPYL4 TTYH3 TYROBP UPB1 VSIR VTI1B WDFY4 XKRX XYLT2 ZNF354C GSE13522_CTRL_VS_T_CRUZI_Y_STRAIN_INF_SKIN_IFNG_KO_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13522_CTRL_VS_T_CRUZI_Y_STRAIN_INF_SKIN_IFNG_KO_DN ABCA4 ANTXRL AQP11 ATP6V1C2 ATXN7L3 B4GALT5 BCL2L1 BEX4 BOP1 CCDC116 CCN6 CDK14 CELF5 CHSY1 COQ7 CP CXCL9 CXCR2 DDN DGKB DGKG DHDDS DIPK1C DIS3L DYNLL1 EFTUD2 EMILIN2 EN2 ERRFI1 F2RL2 FAM120A FAP FERMT1 FRZB GAPDH GARIN1A GART GCNT7 GLRB GPR83 GREM2 GRWD1 GUCY1A2 GUSB HACD1 HMGXB3 HOXB2 HOXC13 HSD17B11 HTR2A ICAM1 IGSF1 IGSF9 IL10RA IL21R IL2RB IPO9 IQCF1 IRF8 JAGN1 JOSD2 KCNA4 KCNIP4 KIF1C KIF27 KLHDC10 KLRC2 KLRK1 LSS LY6G5B MAP3K12 MBL2 MED11 MIR1-2 MIR27A MIR450B MLST8 MRPS25 NECAB1 NEFH NSG1 NTS NUDT1 NUDT19 NUTF2 OPRL1 OSM PAXIP1 PGAM1 PIK3R6 PKM PLEKHG1 PMP2 PNMA5 POFUT1 POU1F1 PRSS33 PSMC4 PSME2 PTN PWP2 QSOX2 RANBP1 RANBP3L RAPGEF5 REXO2 RFX5 RIC8B RUNX1T1 SERPINB11 SIX4 SLAMF9 SLC2A1 SLC35F3 SLITRK1 SNX9 SPR STAG3 STX4 SULF2 SYNPO TBL3 THSD1 TLR3 TMC3 TOMM40 TRIM40 TSLP TTC12 TUBB6 TXNL4B TXNRD1 UBA2 UBE2F UBE2V1 UXS1 VAC14 XRRA1 ZCWPW2 ZDHHC5 GSE13522_CTRL_VS_T_CRUZI_Y_STRAIN_INF_SKIN_IFNG_KO_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13522_CTRL_VS_T_CRUZI_Y_STRAIN_INF_SKIN_IFNG_KO_UP ABAT ABHD10 ABHD14A ABHD5 ACSF3 ALDOA ANAPC5 ANO3 AP1S3 ARL6IP4 ASB2 ATP5F1A ATP5MC1 BIRC3 BMPR1A C1QTNF6 CCDC115 CCDC122 CCHCR1 CCNH CDK5R1 CLPTM1L COBLL1 COX7B CRIP2 CRYBB1 CYP20A1 DDOST DLEU2 DUSP3 EEF1AKMT1 EIF2S1 EIF3L EIF5A ELOVL6 ERGIC3 ERP44 EXOC6B EXOSC9 FAM3B FBXW7 FHL2 FMO4 FRMD4B FUT7 FZD7 GABRA5 GARIN5B GCSH GEMIN4 GPS1 GUSB HK1 HSPBP1 IPO11 KATNB1 KHSRP KPTN LGSN LPCAT3 LSM12 LSM4 LTB LY6G5B LYPLA2 MAGI3 MGAT2 MGAT4A MGMT MIF MIR20A MMACHC MMP9 MRPS18A MRTO4 MTPN MYO5C NAT10 NCAM2 NCF4 NHP2 NLRP2 NME7 NSMCE2 NT5C NUFIP1 NUP155 OGFR OLFML1 OMP PACSIN2 PCBP1 PCDH15 PDXDC1 PEX2 PIH1D1 PLEKHA4 PLK3 PNP PPP1R15B PPP1R2 PPP2R1B PPP4C PRKAR2A PRX PSMC2 PTPRJ PUS1 RAB2A RAB2B RANBP3L RANGRF RAPSN REXO2 RNPEP RPL9 RPN2 RPRD1B RXRA S100A13 SEC24A SEMA7A SF3A1 SLC25A3 SLC25A33 SLC30A9 SLC52A1 SMYD1 SNX1 SNX27 SPATA7 SRD5A3 SSR2 STEAP1 SUGT1 TBC1D19 TBCD TBRG4 TMEM14A TMPRSS7 TMSB4X TOR2A TOX2 TPST1 TRAP1 TSEN2 TSFM U2AF1 UBE2N UQCC1 UTP15 VAV2 WDR18 XRCC5 ZC3H14 ZC3H7B ZFAND4 GSE13522_WT_VS_IFNAR_KO_SKING_T_CRUZI_Y_STRAIN_INF_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13522_WT_VS_IFNAR_KO_SKING_T_CRUZI_Y_STRAIN_INF_DN A1CF ABCC2 ACACA ACTN1 ADGRL3 ADGRL4 ADH1C ADHFE1 ADM AGR2 AGXT2 AHRR AKIRIN1 ALDH1B1 APOBEC2 ARHGAP23 ASCL2 B3GALT1 BCL2L10 BHLHE22 BTBD19 C1orf52 C2orf50 CA7 CCL25 CCSER1 CDH13 CEP20 CIAPIN1 CKB COQ6 COX14 CPQ CR2 CRADD CSE1L CUEDC1 CYBA DACH2 DAPL1 DAW1 DCLRE1B DEXI DGAT2 DIMT1 DNAJC22 DTWD2 DZIP1 ECD ECSIT EPHB1 ETV4 EYA2 F2R FABP2 FAM20A FAM83H FANCF FETUB FIGLA FKBP3 FOXN2 GAD2 GHSR GPR25 GREM1 GRHPR GSTT1 GTF3C2 GUCD1 HACD2 HECW1 HECW2 HERC3 HS3ST3A1 ICA1L IER3IP1 IGFBP4 IL1RAPL2 IL36RN IPO11 ITGB5 ITK ITM2A IYD KDM4D KMO KREMEN1 KRT33A KRT75 KRT84 LAG3 LARS2 LAT LDB2 LDHA LGALS7 LHFPL3 LOXL2 LPAR3 LRRC75B LRRN1 LRTM2 LSM14B LYZL4 MAGEA11 MAOA MCTP2 MDH2 MINAR2 MPP3 MROH2B MRPL12 MRPL23 MRPL58 MRPS9 NANS NDUFB10 NECAB3 NFU1 NPFF NRXN1 NSUN6 NUDT15 OASL OTC PCDHB2 PCYOX1L PDK1 PLA2G12B PLAT PNPLA1 PNPLA5 POLR2I POSTN PRX R3HDM1 RALGPS2 RCN3 RIT2 RNF113A RNFT1 RPL19 RRAGC SARAF SCG5 SCN4B SELENOP SERPINA10 SET SETD4 SGK3 SLC13A5 SLC16A5 SLC26A6 SLC26A7 SLC38A4 SLITRK6 SMIM19 SPACA1 SPSB1 SRPK3 SSBP4 STAT1 TBRG4 TDRD1 TEC TERF2 TGFBR3 THEMIS THOC1 TIMP1 TM2D1 TMEM163 TMEM204 TMEM212 TMEM41B TMEM59L TOE1 TOR1A TRIB2 TSPAN11 TSPAN9 TXNDC2 UCK1 UCMA UQCC2 UQCC5 XKR4 XKR5 XKRX XYLT2 YOD1 ZFP2 ZFP90 ZKSCAN8P1 ZMYND19 ZNF142 ZNF438 GSE13522_WT_VS_IFNAR_KO_SKING_T_CRUZI_Y_STRAIN_INF_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13522_WT_VS_IFNAR_KO_SKING_T_CRUZI_Y_STRAIN_INF_UP ABHD17C ADAM19 ADCY9 AHCYL2 AHNAK ANG ANGPTL2 ANXA2 ANXA4 AQP3 ARHGAP17 ARHGAP20 ATOSB ATP6V0A1 BCL2A1 BCL2L11 BHLHE40 BIRC3 C1QTNF12 C3orf80 C9orf152 CAPG CAPN3 CASP7 CCL20 CCR4 CCR6 CD200 CD79B CD81 CD86 CDC45 CHSY1 CISH CMPK2 CNGA4 CORO2A CPD CPE CRMP1 CTLA4 CTSE CUX1 CYTH3 DENND5A DNA2 DNAH7 DNMT3A DPYSL2 DRC1 DTL DUSP14 DUSP4 DUSP6 ELK3 EMP1 ENDOD1 ENPP1 ETFBKMT FABP5 FAM20A FAM89A FFAR4 FOXP3 FZD6 GALM GBP4 GFI1 GFOD1 GLIPR2 GPR15 GPR160 GRHL1 GSTO1 H2AZ1 HIVEP3 HMGN3 HOPX ICOS IFI27L2 IFT80 IGF2R IKZF2 IKZF3 IKZF4 IL10 IL17A IL1R2 IL2RA IL2RB IRF4 IRGM ISG20 ITGAE ITIH5 KCNK5 KLF10 KNTC1 LAG3 LETM2 LRIG1 LTA LYSMD2 MAP6 MCL1 MDFIC MFSD4A MTMR3 MX2 MXD1 MYO1E MYO3B MYO6 NCF1 NCOA3 NCOA7 NFIL3 NFKBIZ NIBAN1 NLRP12 NOTCH2 NPDC1 NTN4 OSBPL3 OSGIN1 P2RX7 PARP9 PDCD1LG2 PELI2 PENK PHETA2 PKP4 PLAC8 PLAGL2 PLXDC2 PMEPA1 PRELID2 PRG4 PRKCA PRKCH PRNP PRR5L PTGER2 PTGIR PTPRS PTPRU PUDP RGS1 RGS10 RNASE4 RNF144A RORC RPL24 RRM2 RSAD2 SAMHD1 SEPTIN8 SGO2 SLAMF1 SLC16A6 SLC19A2 SLC22A2 SLC22A5 SLC35G1 SNX18 SOCS2 SPRY1 SPTAN1 ST3GAL2 STX11 SULF2 SV2C SWAP70 TACC3 TBC1D14 TBC1D4 TEX14 TGFB3 TIAM1 TIMP2 TMEM158 TMPRSS13 TNFRSF18 TNFRSF4 TNFRSF9 TOX TRAF1 TRIB1 TRIM25 TRPM1 TSNAXIP1 TSPAN13 VDR WDPCP WLS XIST XXYLT1 YBX3 YPEL2 ZNF827 GSE13522_WT_VS_IFNAR_KO_SKIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13522_WT_VS_IFNAR_KO_SKIN_DN ACOT7 ADAM19 ADAP1 AHR ALDOC ANXA6 APRT ARL5A ATP2B4 ATP6V0D2 AXL B4GALNT4 BSPRY CAPG CASP1 CCR1 CCR2 CCR3 CCR8 CD101 CD200R1 CD44 CD74 CEP112 CHD7 CHIC1 CHST12 CLDND1 COBLL1 CORO2A CPD CPOX CRIP1 CRMP1 CRTC3 CXCR4 CXCR6 DNAJB13 DST DYNLL1 EHD4 EIF2AK2 EML2 ERBB3 F2RL1 FAM120C FARP1 FCRL1 FGF16 FGL2 FLNB FRMD5 FUCA2 GATA3 GATM GBP6 GM2A GMFG GOLM1 GPR137B GPR15 GPR68 GRINA GVINP1 GZMB H1-0 H1-5 H2AZ1 HACD3 HADH HIP1 HIP1R HIPK2 HRAS ICOS ID2 IDI2 IGFBP7 IL1R2 IL1RL1 IL7R IRF5 ITGAE ITPR1 KATNAL1 KATNB1 KCTD9 KIF1B KLF8 KLRG1 LAMC1 LGALS1 LGALS3 LGALS3BP LGMN LMNB1 LPAR6 LPCAT1 LY6S LYN MAGED1 MDH1 MID2 MLKL MYO1F NBEAL2 NEB NIBAN1 NIBAN2 NPC1 NPNT NR4A2 ODC1 OSBPL3 PCTP PCYT1B PEAR1 PENK PLIN2 PLS3 PLSCR1 PLXDC1 PNKD PPARG PREX1 PRNP PRR11 PRR13 PSEN2 RAB27A RACGAP1 RARA RBL2 RBPJ RENBP RGS16 RLN3 RORA RPS4Y2 RTL5 RUNX2 S100A10 S100A11 S100A13 S100A4 S100A6 SBF2 SERINC3 SH3BGRL SLC25A14 SLC37A4 SLC52A1 SMOX SNTB1 SRGN SRXN1 STX11 SUSD3 SYTL1 TAX1BP3 TBC1D25 TENT5A TIGIT TMBIM1 TMEM154 TNFRSF13B TNFRSF1B TNFSF10 TRAF3IP2 TTC39C USP11 VIM VPS54 XIST ZC3H18 ZCCHC18 ZFYVE19 ZMIZ1 GSE13522_WT_VS_IFNAR_KO_SKIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13522_WT_VS_IFNAR_KO_SKIN_UP ACADL ACAT1 ACER2 ACTN1 ACTN2 ACVRL1 ADAT2 ADH1C AFP AGK ALG8 ALOX5AP AMIGO2 ANAPC13 ANKH ANXA1 AP1M2 APOBR APP APPL2 ARHGAP29 ARL4C ARSB ASRGL1 ATP1B1 ATP5MG ATP6V1D ATP8B4 BBS9 BMP7 BPNT1 BTG2 CCL5 CCND1 CHCHD3 CHDH CKLF COA6 COX16 CPM CREG1 CRTAM CTPS1 CYBB DAPL1 DDB2 DDX3Y DNTT DROSHA DSE DTD1 EMB ENTPD4 EPAS1 EPB41L1 EPHX4 FAM78B FASLG FCER1G FGF13 FH FOCAD GMFG GPATCH4 GPSM2 GRAMD2B H2BC13 HDDC2 HES2 HLA-DOB HLA-DQA1 HLA-DRB1 HS3ST3B1 HSD11B1 ICOSLG IER3IP1 IFI30 IFT25 IGLC7 IL17B IMMP1L INSL6 ITGAX ITK KDM5D KIF23 KIFBP KLHL12 KLRD1 KNOP1 LAPTM4A LBP LRRC1 LY6D LYPD6B MCTP2 MED17 METTL1 MID1IP1 MKKS MPEG1 MRPL33 MRPS5 MYLIP NAAA NACC2 NAP1L4 NDUFA10 NGDN NPC2 NTRK3 NYNRIN OAT OSTF1 P4HA1 PACC1 PADI2 PDE2A PDIA6 PDK1 PDLIM4 PITPNA PLD4 POLE4 PPM1J PPP1R1A PPRC1 PRF1 PTGR3 PVT1 PXYLP1 QPCT RAB27A RAB2A RAB3GAP1 RAD23B RAD51C RANBP10 RASD2 RFLNB RGCC RGMB RNF122 RPL36A RPS19 RRAGA RSU1 RUNDC3B SARAF SBDS SCP2 SEC11A SEMA4F SESTD1 SETD6 SGK1 SGMS1 SIKE1 SLC16A5 SLC20A1 SLC28A2 SLC6A19 SLC9A9 SLPI SMAD1 SNHG8 SNRPD3 SNRPG SPIB SRPX SSRP1 ST8SIA1 SUGT1 SUPT7L TANC1 TBC1D5 TENT5A TENT5C TGFBR2 TGFBR3 TMEM107 TMEM216 TMEM243 TMIE TRIT1 TSPAN14 TXNDC15 TYROBP UNC5A UPB1 VOPP1 VTI1B WDFY4 WDR41 WDR76 XKRX ZNF180 ZNF205 ZNF652 ZWINT GSE13522_WT_VS_IFNG_KO_SKING_T_CRUZI_Y_STRAIN_INF_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13522_WT_VS_IFNG_KO_SKING_T_CRUZI_Y_STRAIN_INF_DN ACBD7 ACER1 ACSS2 ADARB2 ADCY2 ALS2CL ANK2 ANO6 AQP7 ARHGAP25 ASB2 ASPM ATF3 ATP6V1A BBOX1 BRD8 CACNB3 CAMTA1 CBX7 CC2D1B CCR8 CD300LG CD5 CDC42BPA CDYL2 CNIH3 CRLF3 CRY2 CSNK2A2 CTDP1 CYB5B CYB5D2 DCAF1 DDX23 DDX51 DENND2B ECSCR EHMT1 EML1 ENTPD5 ENTPD6 FAM3A FAM83B FAM83F FCER1A FGF17 GALNT12 GDPD2 GFI1 GGCX GLYAT GLYCTK GOSR1 GPR12 GRPEL2 GSN HDX HHIPL2 HIF1AN HMG20A HMGB1 HNF1A IL6 INTU KDM4B KIF14 LALBA LDHAL6B LELP1 LENG1 LGALS2 LIMS1 LYPLA1 MAP6D1 MBTPS1 MIA2 MIR542 MMP3 MN1 MYL2 NCF1 NDRG3 NRF1 NUCKS1 OCIAD2 OPTC ORAI2 OXSM PEX2 PLCXD2 PRKD3 PSME1 RALYL RASGRP2 REPS2 RNF167 SCARNA13 SEC24C SEPTIN2 SERPINB12 SGTB SHROOM4 SIRT1 SLC12A7 SMURF2 SORCS1 SRP19 SRPRA SSTR5 SYCN SYT17 TAF9B TBXA2R TKTL1 TMC6 TMEM156 TMEM170B TMX4 TNFRSF1A TSSK4 TWNK VAV1 VPS33B XPNPEP3 ZAR1L ZFP14 ZNF512B GSE13522_WT_VS_IFNG_KO_SKING_T_CRUZI_Y_STRAIN_INF_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13522_WT_VS_IFNG_KO_SKING_T_CRUZI_Y_STRAIN_INF_UP A1BG ABCA5 ADAMTS16 AGMAT ARL10 ASCL1 ASTN2 BCL2L10 CCDC136 CCDC7 CCN5 CFAP100 CFI CHRM1 CLDN19 CLEC4E COL6A1 COL6A6 COLEC10 COPZ2 CPB2 CRIPT CRYM CSF2RBP1 CTSG CXCR1 CYP4X1 DENND6B DIMT1 DNAAF10 EGR3 ELL3 FABP6 FAM78B FBLN2 FGFR4 FIBIN FNDC5 GALR1 GASK1B GGT5 GLIS3 GPR101 HCK HEBP2 HOXA6 HOXC12 HPCAL4 HSD11B2 IGHM IL31 IP6K3 KCNJ5 KCNT1 KCNV2 KIRREL3 KNDC1 KRTAP5-1 LELP1 LIPH LRFN2 LRRC63 LYG2 MAT2B MEP1A MGAT3 MIR211 MIR30D MIR377 MS4A7 MYO15A MYO18B NDEL1 NEPNP NIBAN3 NOTCH4 NTMT2 OVOL3 PELI3 PKDREJ PLA2G3 PLIN5 PNCK PNMA3 PNPLA1 PODXL2 PRKRIP1 PRTG PTH2 PXT1 PZP RAB18 RANBP10 RBP1 RETREG1 RGS17 RNF138 ROBO1 RPH3A RPS29 SAA4 SARDH SCGN SDSL SLC26A7 SOHLH2 SSBP1 SUGT1 SULT1C2 SYCE1 TAFA4 TDRD12 TEKT1 TMEM125 TMEM204 TMEM217 TPRKB TRHR UBAC1 UBE2DNL UBE2Q2 UGGT2 UPP1 USP17L5 ZEB2 ZIC4 ZNRF1 ZP2 ZSWIM2 GSE13522_WT_VS_IFNG_KO_SKIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13522_WT_VS_IFNG_KO_SKIN_DN ACER1 ACSM1 ADAMTS9 ADGRG7 AKAP8L ANKRD2 ANKRD33 ARHGAP26 C1RL C3orf22 CABP1 CACNA1S CALHM5 CBL CD300LB CELF5 CES3 CNGA1 CPXM2 CRISPLD1 CTCF CTNS CTPS2 CTXN3 DEGS2 DISP2 DOP1B DPPA2 EFR3B EGFL6 ERO1B ETNK2 FADS3 FBP1 FBXO3 FDXACB1 FEZ2 FGF22 FOXL1 FOXO4 FRMPD3 FUT1 GNA11 GPR82 HAPLN2 HAS1 HOMEZ HOXA1 HOXB3 HS3ST3B1 HTRA1 IL17C KCTD18 KRT25 KRTAP12-1 KRTAP3-3 LINGO2 LMTK2 LRRC30 LRRTM3 MADCAM1 MAP4K4 ME2 MFSD1 MGAT3 MGP MIR34A MMEL1 MYO3B NLK NMRK1 NOVA2 NPAS3 NPHP3 OPRL1 PCNX3 PDE7A PEG3 PIGT PITX1 POTEG POU5F1 PPP1R37 PRAME PRAMENP PRPF6 PTPRE PTPRO PUDP RAB33B RARB RBM43 RBM7 RERG S100G SAG SCAMP5 SCRT1 SEMG1 SERPINB5 SH3RF3 SHISA6 SLC18A1 SLC25A37 SLC7A14 SOSTDC1 SPINK6 SPON2 STAP1 STOX1 SULT1C2 TAAR2 TCEAL5 THBD TMCC1 TRAM1 TRIM7 TRPV5 TSSK4 TTC23L TTC24 UCP2 VAMP1 VGLL3 ZC3H4 ZYG11B GSE13522_WT_VS_IFNG_KO_SKIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13522_WT_VS_IFNG_KO_SKIN_UP ACR ADAM33 ADAMTS10 ADAMTS13 ADRB3 ANKFN1 ARHGAP40 ARL16 ART3 AWAT2 BAIAP3 C10orf120 C14orf39 C22orf39 CACNG3 CAV3 CAVIN4 CCDC172 CCNB3 CDKN3 CEACAM18 CHRNA5 CLEC1A CLIC3 CLU CNR2 CNTN2 CNTN3 COL14A1 CPLX3 CRYBA4 CSN1S2AP CXCL5 CYP26B1 DCX DES DHTKD1 DIO2 DIP2C DMBT1 DNAJC5G DPYSL3 DRD5 DSC3 DSCAM EBF4 ENAM EPHA1 EPHA7 EPO ETV2 FERD3L FOXI1 FSTL5 FTMT FZD3 GABRP GLDN GPR137C GPR27 GSC2 HCAR2 HCK HCN1 HCN3 HPS3 ITIH4 ITM2A KCNJ3 KCNK1 KCNK4 KIDINS220 KIFC2 KLF14 KLF17 KRTAP4-7 L1TD1 LMTK3 LRRC56 LTBP2 LYPD9P MAB21L1 MAPK4 MIR202 MIR99B MPTX1 MTFP1 NEK5 NEUROD2 NKX3-1 NLRP3 NOL4 NRG2 NRG3 OOSP1 OXT PABPC5 PARVB PHKA2 PPP1R3D PRR5 PRSS48 PWWP3B RBM46 RERG RNF150 RNF186 RNF222 ROBO1 RPL7A RSPH6A SARDH SEC31B SEMA6B SERPINA12 SHISA6 SLC20A1 SLC47A2 SPAG11B SPAG6 STEAP2 SULT4A1 TAAR2 TAL1 TBCEL TIE1 TMC6 TMEM17 TMEM253 TMEM270 TMEM45B TNNI3 UGGT2 UNC80 UPK2 VAMP1 VWA2 ZDHHC19 GSE13547_2H_VS_12_H_ANTI_IGM_STIM_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13547_2H_VS_12_H_ANTI_IGM_STIM_BCELL_DN ACADL ACP1 ADAP1 AFG3L1P AGPAT5 ALYREF ANXA2 ARSB ASF1B AURKA AURKB BCKDK BIRC5 BUB1 BUB3 C1D CCDC34 CCNA2 CCNB2 CCRL2 CDC123 CDC14A CDC45 CDCA3 CDCA8 CDK1 CDK4 CDKN3 CENPN CENPP CENPS CINP CKAP2L CKS1B CKS2 COPS3 COPS4 COPS5 CSF3R CSTF2 CYP20A1 DBI DCK DDX39A DEPDC1 DPAGT1 DSCC1 DUT EIF1AD EIF2S2 EME1 ERH ETFB FAM136A FAM72A FBXO5 FIGNL1 FKBP2 FLNB GEN1 GGT1 GINS1 GMNN GZMK H1-1 H2AC15 H2AX H2BC3 H4C14 HAT1 HAUS1 HAVCR2 HIRIP3 HMGN2 HMMR IDI1 IFITM1 IL1B IMPA2 IRF4 ISOC1 JPT2 KIF15 KIF22 KNL1 LAP3 LGALS1 LSM12 LSM2 LSM3 LYAR MAD2L1 MARS1 MCM10 MCM7 MDH2 MIS18BP1 MKI67 MRPL18 MRPL42 MRPL46 MRPS18A MRTO4 MTX1 MYL4 NANS NDC1 NHP2 NME1 NME7 NRM NUF2 ORC6 PBK PIGT PLAC8 PLK1 PMM1 PMPCB PNO1 POLE2 POLR3K PPA1 PRELID1 PRIM1 PRIM2 PRKAG1 PRMT7 PSAT1 PSMA1 PSMA5 PSMB2 PSMC3 PSMC3IP PSMD12 PSMD6 RAD51 RAD51AP1 RAN RANBP1 RBBP7 RCC1 RFC3 RIPK3 ROM1 RRM2 SC5D SDHB SFXN1 SGO1 SHMT1 SHMT2 SLC16A3 SLC25A13 SLC25A5 SNF8 SNRPA1 SPAG5 SPC24 SPC25 SPDL1 SSR2 STARD3NL STMN1 SURF4 SYCE2 TCEAL9 TFDP1 TIMM17A TKT TNFRSF9 TPI1 TRIP13 TROAP TUBB4B TUBG1 TUBGCP2 UBE2N UBE2S UCK2 UGP2 UPK1A VIM ZBTB32 GSE13547_2H_VS_12_H_ANTI_IGM_STIM_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13547_2H_VS_12_H_ANTI_IGM_STIM_BCELL_UP ADAP1 ADGRG1 AIM2 AK3 ALCAM ANK3 ANLN ARHGAP11A ASPM ATP5IF1 BDH2 BIRC5 BUB1 BUB1B CADPS CASP1 CASP4 CASP8 CCDC136 CCDC146 CCNA2 CCNB2 CCNF CCNYL1 CD200R1L CD36 CD38 CDC14A CDC20 CDC25C CDCA3 CDCA8 CDK1 CDKN3 CEACAM1 CENPE CENPF CEP55 CFB CHD7 CHEK1 CHST12 CHST2 CKAP2L CKS1B CLGN CLSPN CMKLR1 DCLK2 DGKG DOCK7 DRAM1 DST EHD4 EIF2AK2 EIF4E3 EOMES EPC2 EPCAM EPHX1 FGL2 GAD1 GCNT1 GCNT4 GFPT1 GPSM2 GPX8 GRHL1 GRM8 GXYLT1 GZMK HAVCR2 HCK HELZ2 HERC5 HMGB2 HMMR HSPA4L IFI16 IFI44 IFIH1 IFIT1 IFITM3 IKZF2 IL10 INCENP ISG20 ITIH5 KIF11 KIF14 KIF15 KIF22 KIF4A KNL1 KNTC1 LAG3 LAT2 LCLAT1 LRATD1 MICAL2 MIS18BP1 MKI67 MLKL MNT MSL3 MX2 MYBL1 NAB1 NCAPG NCAPG2 NCAPH NDC80 NDFIP2 NEB NEIL3 NKIRAS1 NUF2 OCIAD2 OFD1 OPTN ORAI3 OSGIN2 PBK PDCD1 PHACTR2 PHACTR4 PLK2 PLOD2 PLSCR1 PLXNB2 PPIC PRC1 PRELID2 PRR11 PTMS PTPN13 PTTG1 RAD51 RAD54B RAD54L RGS16 RRM2 RSAD2 RTP4 RYK SERPINI1 SETBP1 SGO1 SGO2 SHCBP1 SPCS3 SRGAP3 SRXN1 STMN1 STRC STX7 SYCE1 TACC2 TACC3 TCF19 TEAD3 TFDP2 TJP2 TLR7 TMEM210 TNFSF4 TOP2A TOX TPX2 TRIM59 TRPS1 TTK TXN WLS XAF1 XCL1 GSE13547_2H_VS_12_H_ANTI_IGM_STIM_ZFX_KO_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13547_2H_VS_12_H_ANTI_IGM_STIM_ZFX_KO_BCELL_DN ACAA2 ADSS2 AHCY ANXA2 AP2S1 ARHGAP11A ARHGAP19 ARL6IP4 ATAD5 ATP8B4 AURKB B3GNT2 BANF1 BBC3 BIRC5 BLTP3B BRIP1 BRMS1L CCDC18 CCDC50 CCNB2 CCR2 CCR9 CDC25C CDC6 CDCA3 CENPE CENPF CENPH CENPS CEP112 CEP83 CEP89 CKS2 CLIC1 COX10 CPT1A CRIP1 CSF2 CXCL9 DCK DDX1 DDX19A DEPDC1B DNAJC15 DPY19L1 E2F8 EIF1AX EMB ERAP1 ESM1 EXO1 EXPH5 FMC1 GALNT3 GBP5 GGT1 GINS1 GLIPR2 GLRX GMPS GPNMB GTSF1 HELLS HMGB3 HMGN2 HMMR HOPX IFNG IFNK IGF2BP3 IL18R1 IL1RL1 IL2RA INTS2 IPO5 IQGAP3 IRAK3 ITGA1 ITGAX ITGB3 KIF11 KIF15 KIF23 KLF11 KLRK1 KMT5A KNL1 LEF1 LGALS1 LGALS3 LRWD1 MAGI3 MAP3K8 MCM10 MED12L MELK MIF MIX23 MKI67 MLF1 MPO MRPL1 MRPL18 MRPL20 MRPL27 MRPL48 MT1A MT2A MTFR2 MYB NCAPG2 NCKAP1 NDUFB7 NEIL3 NEK2 NRM NSD2 ORC1 PA2G4 PAICS PALS2 PHLDA1 PLAC8 PLK4 PLP2 PMF1 PRELID1 PRMT5 PRTN3 PSMD8 PTPN12 PTPN6 RACGAP1 RAD51AP1 RAP2C RARS1 RBM3 RIDA RNPC3 ROM1 RPF2 RPL14 RPS25 RRM1 RRM2 SAE1 SATB1 SDAD1 SEC61B SEH1L SERPINB9 SGO2 SLC43A3 SMC2 SNU13 SNX5 SPAG5 SYCE2 TACC3 TAGLN2 TBC1D19 TEX9 TFRC TMBIM4 TMPO TOMM5 TPI1 TPX2 TUBG1 TUBGCP2 VIM WDR36 YBX1 GSE13547_2H_VS_12_H_ANTI_IGM_STIM_ZFX_KO_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13547_2H_VS_12_H_ANTI_IGM_STIM_ZFX_KO_BCELL_UP ABTB2 ACAD10 ADGRG1 ADPRM AGL AIRN AKIRIN2 APBB1IP APOE ARID4A ARMCX3 AS3MT ASXL2 ATF7IP BAZ2B BBX C1QC CASP1 CASP4 CCL5 CCNC CCND2 CCNG1 CCPG1 CD200R1L CD226 CD38 CD3E CD3G CD55 CD63 CD7 CELA1 CEP350 CHD3 CHD9 CST7 CX3CR1 CXCR6 CYLD DAPK2 DDX17 DDX60 DMXL1 DOCK5 DST DUSP1 DYNLT3 DZIP3 EIF4B EOMES EP300 ESYT2 FAM120B FOXO3 FRY FYN GAS7 GCA GEM GIMAP1 GLCCI1 GNPTG GSK3B GUCY1A1 HLA-G IFIH1 IFT25 IKZF2 IKZF3 ING1 IRF2 ISG20 ITPR2 IZUMO4 JCHAIN JUNB KCNJ8 KIAA1958 KIF5C KLF2 KLF3 LATS2 LAX1 LCLAT1 LGALSL LONP2 LRRC8C MBLAC2 MDC1 METTL4 MX2 N4BP2L1 NCK1 NEDD4 NEDD9 NIBAN1 NIPAL3 NKG7 NSMAF OC90 OCIAD2 ORMDL3 PACSIN1 PCMTD1 PENK PHACTR2 PHYH PLEKHA1 PLOD2 PPM1B PPP1R12A PRAP1 PRKDC PRR5L PTPN13 RBL2 RGS2 RIGI RNF215 RPL17 RPL37A RSAD2 S100G S1PR5 SEC23A SECISBP2L SEPTIN4 SERPINI1 SERTAD1 SH2D1A SLC4A1AP SLC50A1 SLPI SMIM14 SP100 SPAST SRGAP3 ST6GALNAC3 ST8SIA4 STAT2 STX4 SUOX SYT11 TBC1D5 TEC THEMIS2 TNFSF10 TNFSF4 TOX TOX2 TRIM5 TRPS1 TSGA10 TUT7 ULK2 UNC45B VAMP5 VAV3 YPEL3 ZBTB2 ZBTB7A ZDHHC20 ZEB2 ZFYVE27 ZMAT1 ZUP1 GSE13547_CTRL_VS_ANTI_IGM_STIM_BCELL_12H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13547_CTRL_VS_ANTI_IGM_STIM_BCELL_12H_DN ACAA2 ACADM ACYP1 ADAMTS17 ALDOA ANO10 ANXA1 ASF1A ATG5 AUP1 AXIN2 BAX BCCIP BDH1 BLTP3B BOLA2 C18orf32 CAMSAP2 CBX7 CCT6A CD28 CD2AP CD2BP2 CDC26 CDC34 CHCHD5 CHID1 CHORDC1 CLNS1A CLYBL CMAHP CMSS1 COX10 CPM CRLF3 CRTAM CSTF1 CTSW CYB5R4 DDX21 DDX56 DKKL1 DMRTA1 DNAAF10 DNAJC15 DPH5 EEF1B2 EEF1D EEF1E1 EI24 EIF3G EIF3H ELP2 EMB EPAS1 ERAP1 ERP29 EVL EYA2 FAM162A FAM50A FBL FCGR2B FGF13 FKBP4 FOXP1 GPR183 GTF2H5 GZMM HAX1 HDDC2 HLA-A HOPX HS3ST3B1 HSD11B1 HSD17B11 HSPD1 IDH2 IHH IL15 IL2RA IL7R IRF2BP2 JAKMIP1 JAML KBTBD11 KLHL6 KLK8 KLRG1 LAMP1 LEF1 MRPL14 MRPL21 MRPL23 MRPS18A MRPS18B MRPS28 MTAP MTG1 MTHFD1 MTLN MYL11 NAA25 NBN NME1 NOP10 NRM NSMCE1 NT5E OTULINL PARP8 PCBP1 PDLIM1 PFDN2 PFDN5 PIK3IP1 POLI PRDX3 PRMT7 PRRG4 PRSS12 PRXL2A PRXL2C PSMD10 PSMG1 PTPN6 QPCT RAB23 RBM17 RCN3 RETREG1 RNASEH2C RPL13 RPL13A RPL14 RPL19 RPL29 RPL36 RPL36A RPL5 RPLP1 RPS6KA3 RRP15 RUVBL1 SATB1 SCARNA17 SEPHS2 SGF29 SLC11A2 SLCO3A1 SMAP2 SNX1 SPATA6 SPG7 SSH2 SUCLG1 TCF7 TDRP TESPA1 THUMPD3 TRAT1 TTC27 TUFM UBR7 UQCC3 UTP14A UTP25 VPS26A VPS4A VRK1 WASHC3 WDR74 WDR75 WDR83OS WWP1 YAE1 ZMAT2 ZMAT5 GSE13547_CTRL_VS_ANTI_IGM_STIM_BCELL_12H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13547_CTRL_VS_ANTI_IGM_STIM_BCELL_12H_UP ANAPC5 ANP32E ANXA2 ANXA4 APOBEC2 ARF6 ARHGAP11A ARHGAP19 ASF1B ASPM ATAD5 AURKA AURKB BIRC5 BRCA1 BRCA2 BRIP1 BSCL2 BUB1 BUB1B CALU CBX5 CCNA2 CCNB2 CCNE1 CDC25C CDC45 CDC6 CDCA3 CDCA8 CDK1 CDKN3 CENPE CENPF CENPH CENPN CENPP CENPS CEP55 CHAF1B CHEK1 CKAP2 CKS1B CLSPN CORO2A CPOX CPT1A CRIP1 CSPP1 CTSD DEPDC1 DLGAP5 DNA2 DUT E2F6 E2F8 ECT2 EIF3C EIF5A2 EME1 ESCO2 FAM205C FBXO5 FHL2 FIGNL1 FKBP2 FKBP5 GGT1 GINS1 GNAI2 GZMA H1-5 H2BP2 H4C6 HDLBP HELLS HIP1 HMGB2 HMGB3 HMMR HNRNPA3 HNRNPUL1 IFITM1 IFNA6 INCENP ITGAM ITGAX KDM4A KIF11 KIF14 KIF15 KIF23 KIF4A KNL1 LIG1 LMNB1 LRR1 LRRC58 LSP1 MAD2L1 MCM3 MCM4 MCM5 MCM7 MIS18BP1 MKI67 MRPS11 MT1A MT2A MTCH1 MYADM MYBL1 MYO5A NCALD NCAPD2 NCAPG NCAPH NDC80 NDE1 NEIL3 NHLH1 NUF2 NUPR1 ORC6 PALM PBK PCDHB6 PLAC8 PLEKHO1 PLK1 PMF1 PMM1 POLE PPP2R1B PPP6C PRC1 PRDX4 PRIM1 PRKAG1 PRR11 PTGR1 PYCARD RACGAP1 RAD51 RAD51AP1 RAD54L RBM44 RBM45 REEP5 RFC3 RINL RNASEH2B ROM1 RRM1 RRM2 SGO1 SGO2 SHCBP1 SKA1 SLC44A2 SMC2 SPAG5 SPC24 SPC25 STMN1 SYCE2 TACC3 TADA2A TCF19 TFDP1 TGM4 TIPIN TK1 TOP2A TOPBP1 TPX2 TSPAN32 TTK TUBE1 TXNRD1 UHRF1 USP4 VCP VIM WDHD1 WDR76 ZBTB32 GSE13547_CTRL_VS_ANTI_IGM_STIM_BCELL_2H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13547_CTRL_VS_ANTI_IGM_STIM_BCELL_2H_DN ABCG8 ACAN ACP6 ACTL7B ADAMTSL5 ADARB1 AFP AGTR1 APLN ATG9B ATOH8 BBC3 BLOC1S4 BLTP3B BOLA2 BTBD6 C1QTNF7 CACNB3 CAMSAP2 CASKIN1 CBX7 CC2D2B CCT4 CDH4 CDK3 CHCHD2 CHRNA5 CHST10 CLDN2 CLIP1 CMYA5 COL1A2 COMMD9 COX10 CYYR1 DDX18 DMRTA1 DNAJC15 DZIP1 EFNB3 EHD3 EID2 ELP3 EMB EPSTI1 EVL FAM135B FAM246B FBN2 FCGR2B FCGRT FGF5 FOLR2 GABARAPL2 GALNT10 GCGR GDF5 GLOD5 GPR180 GPR183 GPR63 GZMM H1-2 HES7 HLA-A HOPX HS3ST6 IGLON5 IL18R1 IL1RL1 IL7R ITGAX JMJD6 KANK1 KBTBD11 KLF2 KLK8 KLRD1 KLRK1 KRTCAP2 LEF1 LMBR1 LPAR6 LRWD1 LY6H LZTS2 MAN2A2 MAP3K7CL MED21 MED6 MIR24-2 MIR448 MIR99B MN1 MOG MORC1 MRPL32 MRPL33 MYOZ3 NDUFA3 NFATC2 NLE1 NMNAT3 NPTN NXF3 OLFM5P PARP8 PDCD2 PDCD2L PGF PHACTR1 PIK3IP1 PIP4P2 PISD PITX3 PKP1 PLK5 POLR1D PPM1L PRIMA1 PTPRN2 PWWP3B RNF138 RPL13 RPL22 RPL30 RPS19 RPS23 RXFP3 SEMA5B SH2B1 SIDT1 SLC22A16 SLC4A1AP SLC6A15 SMNDC1 SNU13 SPAG16 SSPOP SYS1 TAFA3 TANC1 TAS1R3 TBC1D21 TCF7 TESC TESPA1 TLE1 TMEM132A TMEM169 TMEM25 TMEM33 TMEM52B TMUB1 TNFRSF25 TRMO TSKS UCN2 UQCC4 USP3 VAMP4 VIPR1 VKORC1 WT1 WWP1 ZHX2 ZNRF1 ZNRF2 GSE13547_CTRL_VS_ANTI_IGM_STIM_BCELL_2H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13547_CTRL_VS_ANTI_IGM_STIM_BCELL_2H_UP ACSL5 ADAM19 ADGRG1 AIDA AIM2 ANK3 APOBEC2 ARSB ASPM ATAD5 AURKB BARD1 BRCA1 BRCA2 BRIP1 BUB1 CALU CASP4 CBX5 CCDC34 CCL3 CCNA2 CCNB2 CCNE1 CD200R1L CD38 CD7 CD86 CDC14A CDC25C CDC45 CDCA3 CDCA8 CDK1 CDK6 CDKN3 CELA1 CENPA CENPE CENPF CENPH CENPS CHEK1 CKAP2 CKS1B CLIC4 CLSPN CORO2A CPT1A CSRP1 CTLA4 CXCL10 CYTH3 DDX60 DHX58 DZIP3 ECT2 EGR2 EHD4 EIF2AK2 EIF3C EOMES EPHX1 ESCO2 ETFB EZH2 FBXO5 FGL2 FIGNL1 FKBP5 FRMD4B GCA GEN1 GGTA1 GLCCI1 GZMK H2AC4 H2AX H2AZ1 HAVCR2 HELLS HERC5 HMMR HNRNPLL HNRNPUL1 HOOK1 IFI16 IFIH1 IFIT1 IFIT3 IKZF2 INCENP INPP4B ISG20 KDM4A KIF11 KIF14 KIF15 KIF22 KIF2C KIF4A KPNA2 LAG3 LCLAT1 LIG1 LY75 MAD2L1 MCM3 MCM6 MCM7 MIS18BP1 MKI67 MTA2 MX1 MYO1G MYO5A NCAPD2 NCAPG NCAPG2 NCF1 NEB NEIL3 NIBAN1 NSD2 NUF2 OCIAD2 PDCD1 PLK1 PLOD2 PLXDC2 POLE PPIP5K2 PRC1 PRIM1 PRR11 PRR5L PSAT1 PSMD14 PTGER2 PTPN13 RAD51 RAD51AP1 RBBP8 RIPK3 RNF213 ROM1 RPA1 RRM1 RRM2 RSAD2 SEMA4D SEPTIN4 SF3A1 SGO1 SGO2 SLC23A2 SPC25 SRGAP3 STAT1 STMN1 SUOX TCEAL9 TEC TGFB1 TIGIT TIPIN TJP2 TNFRSF17 TNFRSF18 TOP2A TOX TPX2 TRAFD1 TRIM25 TRIM5 TTK USP18 VAMP8 VCP WDHD1 XDH YEATS4 ZBP1 GSE13547_CTRL_VS_ANTI_IGM_STIM_ZFX_KO_BCELL_12H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13547_CTRL_VS_ANTI_IGM_STIM_ZFX_KO_BCELL_12H_DN ABCA1 ABTB3 ACSS1 ACTN2 ACVR2A ADGRG5 ADGRL1 ADGRL2 AFP AGL AKAP5 ALS2CL AMPD1 ANGEL1 ANGPTL1 APPL2 ARL5C ART4 BACH2 BCOR BCORL1 C7 CARD6 CCND2 CCR7 CCR9 CD55 CD72 CEP68 CHCHD7 CHST15 CNGA1 CREBL2 CYTH3 DAPL1 DDC DZIP1 EML5 EPHX1 EVL FAM78A FBXL12 FNTB FOXJ2 FOXO1 FOXP1 GRIA3 HDAC7 HECTD2 HSD17B8 HSPBAP1 IGF1R IGFBP4 IKBKE IL6R ITGAE IZUMO1R JAKMIP1 KAT6B KBTBD11 KDM5B KIF1B KIZ KLF3 KLHDC1 LDHB LDLRAP1 LEF1 LRATD2 LRIG1 LRP6 LRRC1 LRRC23 MAML2 MAP3K12 MBD5 MBP METTL8 MGRN1 MIR302D MPPE1 MTSS1 MYC NEDD4L NLK NPFF NSD3 NSG2 NTRK3 OLFML3 OVGP1 PATJ PDK1 PHF21A PKD1 PLCB2 PLEKHA1 PLEKHG2 PNPLA7 PPP1R13B PRRG1 QSER1 RAB3IP RAB6B RALGPS2 RAPGEF4 RASGRP1 RERE RFLNB RNF122 RNF167 RNF32 RPL19 S100G SCML4 SELE SELENOP SELL SERPINC1 SH3BP5 SIDT1 SLC16A5 SLC17A9 SLC25A27 SLC39A2 SLC43A2 SLC49A4 SNX29 SPACA1 SSBP2 ST6GAL1 ST8SIA1 SUN2 SYNE1 TANC1 TCF20 TCF7 TDGF1 TDRKH TECPR1 TET1 TET3 TGFBR3 TIMP2 TMEM185B TOM1L2 TRAT1 TREML2 TRPM1 TTC28 TTC3 USP24 USP28 VIPR1 WDR13 WLS XKRX ZBTB20 ZHX2 ZMAT1 ZNRF1 ZNRF3 GSE13547_CTRL_VS_ANTI_IGM_STIM_ZFX_KO_BCELL_12H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13547_CTRL_VS_ANTI_IGM_STIM_ZFX_KO_BCELL_12H_UP ABCG8 ABRAXAS1 AGER AGPAT5 AHSG ALDH4A1 ALKBH2 ALLC AREG ARMCX5 AVPI1 B4GALT7 BDH2 BLOC1S4 C10orf120 C12orf71 C1orf21 CALHM6 CARD6 CCDC102A CCDC115 CCDC171 CCL25 CCL4 CHD3 CILP CNIH4 COX18 DBF4 DBNDD2 DCLK3 DEXI DNTTIP2 DPYSL4 EIF1 EPC2 ERCC6L2 ESF1 EVX2 FAIM FASTKD3 FBXO24 FIBP FOXC2 FSHB FSTL1 GAB3 GCNT4 GDF9 GLDC GPR65 GPX5 GPX8 GRM8 GSTM2 GTF2A2 HLA-A HOPX HOXB4 IL7R INSL6 IRAG1 IRF2BP1 KCNIP3 KIAA2026 KLF2 KLRD1 KLRK1 KRT6B LRIF1 LRRC23 LRRC4C LRRC75A LRRCC1 MAFK MAIP1 MAPKAPK5 MARCHF5 MBLAC2 MED21 MEIS1 MIR501 MLF1 MMP16 MOS MPLKIP MYH14 NEK11 NFKBIA NHLRC4 NOL8 NPFF OFD1 OSGEP OSGEPL1 OXGR1 PANTR1 PARP8 PFN2 PGF PGRMC2 PHC3 PHF21B PIGP POLR1F POLRMT PRUNE2 PTTG1 PURB RADX RBM42 RMI1 RPL22 RPL30 RSF1 SAMD3 SCLT1 SDSL SH3YL1 SLC7A6OS SMNDC1 SOCS6 SPR STBD1 STMP1 STOML3 SWT1 SYT15 TAS1R3 TEAD3 THEM4 THOC2 TMEM65 TMEM9B TNNI3 TRHR TRIM28 TSHB TTC14 TTC3 TXLNG UNC80 VKORC1 VPS37A WDR49 YTHDF1 ZBBX ZFP1 ZFP69 ZFTRAF1 GSE13547_CTRL_VS_ANTI_IGM_STIM_ZFX_KO_BCELL_2H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13547_CTRL_VS_ANTI_IGM_STIM_ZFX_KO_BCELL_2H_DN ABCG2 ADH5 AFG3L2 AIM2 AIP ANTKMT APIP AQP9 ARHGAP5 ARL4A ASAH1 ASCC1 ASF1A ASNSD1 ATG10 BBS2 BCOR BLVRA BRCA1 BSCL2 C6orf89 CASP4 CCDC91 CD2AP CD55 CD69 CD7 CD72 CDK7 CETN3 CKLF CLNS1A CPSF3 CTSS CUL4B CWH43 CXCL10 DDHD2 DDX18 DDX52 DDX56 DEDD DKC1 DMRTA1 DNTTIP2 DPH5 DUSP1 E2F5 E2F6 EBPL EEF1G EFCAB7 EIF2A EIF2S2 EIF3C EIF3F ENO1 ETFDH EXOC3 FBL GADD45A GART GBA1 GINM1 GLRA2 GNPDA2 GNPTG GPR155 GPR65 GRIPAP1 GRK5 GSDMD GSTK1 GSTM1 GSTP1 GTF2H2 GTPBP10 HNRNPC HSD17B11 HSD17B8 IARS1 IFI27L1 IFIT1 IFNG IL15 INTS10 INTS4 IPO5 ISOC1 JAML KCTD5 KLHDC9 LANCL1 LILRB4 MAP4K5 MCM6 MCM7 MCOLN1 MIR382 MPHOSPH10 MRPL1 MRPL27 MRPL42 MRTO4 MSRB2 NARS2 NDUFA9 NDUFS2 NME7 NOP58 PCGF1 PDLIM1 PECR PGM2 PIGP PIK3CB PITRM1 PNP POLR1E PPA2 PPP2R3C PRIM1 PRMT7 PRSS12 PSMD10 PSMD14 PSMG2 PVT1 RAB29 RAD18 RBM34 RFC2 RFC3 RING1 RNASEH2A RNF130 RNF149 RNF168 RUNDC3B SAV1 SCRN3 SGF29 SLC23A2 SLC25A4 SLC49A4 SPAG7 SRFBP1 SUGT1 TBRG1 TCEAL1 TCP1 TFAM THBD TNFAIP8 TRAPPC2 TRIM13 TTC27 TUSC3 USP18 USPL1 UTP14A UXS1 WDR36 WDR53 WDR76 WWP1 XCL1 XRCC5 ZBTB6 ZNG1A ZNHIT6 GSE13547_CTRL_VS_ANTI_IGM_STIM_ZFX_KO_BCELL_2H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13547_CTRL_VS_ANTI_IGM_STIM_ZFX_KO_BCELL_2H_UP ACSL5 AHSA1 AK2 ANP32E API5 ARHGAP11A BAX BIRC5 BRCA1 CALM1 CAMP CBX5 CCNA2 CCS CD2BP2 CD81 CDC42 CDC45 CDCA8 CDK1 CENPA CENPH CENPS CHAF1B CHEK1 CKS1B CLSPN COPE CORO1A COX5B COX7A2 CSK CYBA DAZAP2 DERA DERL3 DLGAP5 DNAJC9 ECT2 EDEM2 EHD4 EML3 ENDOU EPHX1 ERH ERP29 FKBP2 FKBP8 GAS7 GET3 GGTA1 GLCCI1 GMPPA GUSB H1-5 H2AC15 H2AC25 H2AC4 H2AZ1 H3-3A H4C14 H4C16 H4C4 H4C6 HCLS1 HDAC1 HNRNPA3 HNRNPR HNRNPU HSP90B1 HSPD1 IGHM INCENP JAKMIP1 JCHAIN KIF11 KIF14 KIF22 KIF4A KLC1 KPNA2 LAG3 LCN2 LGALS3BP LIG1 LIMK2 LMAN2L LTF MAD2L1 MBNL3 MCM6 NCAPG NCAPG2 NECAP2 NEIL3 NPC2 NRAS NRM NUDT1 NUF2 PCBP1 PDIA3 PFDN2 PGLYRP1 PIGQ PLAC8 PLK1 PMM1 POLA1 POLE PPP1CA PPP1R8 PPP4C PRC1 PRDX3 PRG2 PRRC1 PSMD8 PTMS RAB27A RAB5B RAB5C RAC2 RAD51 RAD52 RAE1 RNF5 RPA1 RPN1 S1PR4 SAP30BP SASH3 SCARNA17 SEPHS1 SEPTIN7 SFT2D2 SLC25A33 SLC31A1 SLC35A5 SLPI SMAP2 SP100 SPC24 SPC25 SSR1 STMN1 SUOX TACC1 TACC3 TENT4A TIMM17B TNFRSF17 TOP2A TPI1 TPX2 TRAM2 TRIM25 TRIP13 TRPC4AP TTC9C TTK UBE2S UQCRQ VPS26A VPS4A GSE13547_WT_VS_ZFX_KO_BCELL_ANTI_IGM_STIM_12H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13547_WT_VS_ZFX_KO_BCELL_ANTI_IGM_STIM_12H_DN ABTB3 ACSS2 ADAMTS6 ADCK2 ADRB2 AKAP8L APTX ARHGEF12 ARHGEF28 ASTL ATP6V1G3 BAG5 BCAS3 BEST2 BMAL1 BTBD6 BTG1 C19orf44 C7 CARD6 CBX7 CCDC171 CCS CD226 CD55 CD96 CDH1 CREBL2 CRIM1 CRTAM CX3CR1 CXCR6 CYP19A1 D2HGDH DDRGK1 DGUOK DMRTA1 DZIP1 EHD3 EMB EPSTI1 EZH1 F2RL1 F2RL2 FAM161B FBXL12 FBXO32 FOXJ2 FOXO3 FOXP1 FPGT GAB3 GABARAPL2 GIMAP3P GP2 GPR21 GRK1 H1-2 H2AC6 HERPUD2 HEXIM1 HID1 HLA-G HOMEZ HRH2 HSD17B8 HSDL1 IFNA2 IL7R ITPR2 KAT6B KBTBD11 KCNJ8 KDM5B KISS1R KIZ KLHL14 KLRC1 KRTAP5-1 L3MBTL3 LETM2 LYSMD1 MAML2 MAPK8IP3 MAT2B MBLAC2 MICU3 MPPE1 NEU2 NEURL3 NFE2L1 NOP53 NR1D2 OLFM5P PACS1 PDE2A PER1 PHF21A PIK3IP1 PLA2G4E PNLIPRP1 PNPLA7 PUS3 RAB5A RAP2A RNF166 RNF167 RPL19 RPL4 RPTOR RTP1 S1PR5 SAMD3 SCML4 SEC16A SFXN3 SH2B1 SIDT1 SLC25A51 SMIM31 SMNDC1 SNAPC4 SPATA6 SPINK4 SPRY2 STARD10 TANC1 TASL TCF7 TCP11L2 TDRD5 TESPA1 TMEM120B TMEM135 TMEM185B TMEM241 TMEM71 TNFSF14 TOR4A TP53RK TRAF1 TSC22D3 TTC39C TXNIP UNK UPK3B USE1 USP3 VIPR1 VKORC1 VPREB1 VSIR YPEL3 YPEL5 ZBTB37 ZC3H6 ZHX2 ZNHIT6 ZXDC GSE13547_WT_VS_ZFX_KO_BCELL_ANTI_IGM_STIM_12H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13547_WT_VS_ZFX_KO_BCELL_ANTI_IGM_STIM_12H_UP ADAM15 ADGRG7 ADRB1 ANKS6 APLN ARHGEF28 ASPDH BCAM BEST2 BSN CABP2 CALCR CASKIN1 CCKBR CCNB1IP1 CCR4 CEACAM16 CHGA CHRM1 CHRNA5 CKM CLEC4G COL4A1 COL5A1 CRISPLD1 CYP46A1 DACH1 DCAF12L2 DRAM1 DRGX DUOX1 EDN3 EFHC1 EFNB1 EFNB3 ENPEP ESRRA EVC2 FAM117A FAM222A FBLL1 FOLR2 FOXI1 GABRA6 GAS2L2 GATA4 GBX1 GGN GGNBP1 GJC3 GPR20 GPR25 GPR63 H2BC21 HES7 HGFAC HHAT HTRA3 IFNE ITGA11 KCNJ6 KCNJ9 KCNK9 KISS1R KLHL31 KRTAP4-7 L1TD1 LHFPL2 LRRN4 MC5R MEGF6 MIR138-2 MIR181D MIR346 MIR665 MIR93 MMP25 MRGPRG MX2 MYT1 NECTIN1 NES NHERF4 NPHP3 OSBP2 P2RX1 PCDH17 PCDHB17P PGA5 PGF PGPEP1 PIK3R6 PIPOX PISD PITX3 PIWIL1 PRIMA1 PRSS33 PTH2 PTPRT PWWP3B RASA4 RBM24 RFX2 RGS20 RHBDD3 RIMS4 RXFP3 SCGB3A1 SCYL1 SEC14L2 SHROOM4 SIX5 SLC29A4 SOD3 SORD SPHK1 SRC SRF SSPOP SSTR3 ST3GAL5 SYCN SYDE2 SYNDIG1 SYT7 TACR2 TCAF2 TCAM1P TCERG1L TCF7L1 TEAD3 TMEM120B TMEM210 TOP2A TSKS TTC9B TTYH1 TTYH2 UCN2 VWA5B2 WDFY3 WDR72 WFDC11 WFIKKN1 ZDHHC22 ZP1 GSE13547_WT_VS_ZFX_KO_BCELL_ANTI_IGM_STIM_2H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13547_WT_VS_ZFX_KO_BCELL_ANTI_IGM_STIM_2H_DN AATF ABHD14B ADAMTS15 ADCK2 AMD1 APTX ARHGAP35 ARHGEF28 BAG5 BAMBI BOLA2 BTG2 CAMLG CBR1 CCR7 CD55 CD7 CD72 CDC42EP3 CHCHD2 CLCF1 CLEC4G COQ10B CREBL2 CUX1 CXCR4 CXCR6 DDX24 DGUOK DHX34 DMRTA1 DPH5 DZIP1 EARS2 EBAG9 ECI1 EGLN2 ENPEP EVI5L EVL EZH1 F2RL1 FAM120B FAM50A FASTKD3 FCHSD2 FOXP1 FYTTD1 GBE1 GNG5 GNL1 GPR18 GPR183 HERPUD2 HEXIM1 HIGD1A HINT2 HSD17B8 HSH2D ICAM2 IL16 IL7R IMP3 IRF7 ITM2A JMJD6 KAT6B KBTBD11 KCNJ8 KCNK1 KIAA1328 KLF2 KLK8 KLRK1 MAFF MAML2 MBLAC2 MDC1 MDN1 MESD MICU3 MPHOSPH6 NDFIP1 NDUFAF4 NDUFS7 NEURL3 NFIL3 NFU1 NOBOX NOP10 NOP14 NR1D2 NSG2 P2RY10 PARP8 PCCA PDCD2L PER1 PFN2 PIK3IP1 PIP4P2 PLEKHA1 POLR1C POLR1H POLR2E POLR3E PRPF6 PTGES3 PVR QTRT1 R3HCC1 RNF138 RNF167 RPL13 RPL30 RPL36A RPS19 RPTOR RUNDC3B S1PR1 SAMD3 SETD3 SFT2D3 SIDT1 SLC16A5 SLC25A36 SLC4A1AP SMNDC1 SMYD3 SNX30 STXBP4 SYN3 SYS1 TAF4B TANC1 TCEAL1 TCF7 TCP11L2 TMEM33 TMEM59 TMEM9B TNFRSF11B TOB1 TOB2 TRIM13 TRMT112 TSC22D3 USE1 UTP25 VIPR1 VKORC1 VPS28 WDR74 XCL1 ZBTB4 ZFP1 ZNF394 ZNHIT6 ZNRF1 ZSWIM7 GSE13547_WT_VS_ZFX_KO_BCELL_ANTI_IGM_STIM_2H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13547_WT_VS_ZFX_KO_BCELL_ANTI_IGM_STIM_2H_UP ACAA2 ADSS2 AHCY AKAP1 ANXA2 AP1S1 ARL6IP4 ATAD5 ATP8B4 ATR BANF1 BIRC5 BLMH BLTP3B BRI3BP BRIP1 BZW1 C1QBP CAPZA2 CCNB2 CDC25C CDC6 CDC7 CDCA3 CENPH CENPP CEP83 CHML CINP CIRBP CLNK CLNS1A CNOT9 COMMD9 COPS5 COX10 COX5B COX7A2 COX7B CPSF6 CSF2 DBI DDX1 DDX21 DDX52 DEPDC1 DKC1 DLD DNAJC15 DPY19L1 DTL E2F8 EIF1AX EIF2A EMB EPRS1 ESM1 ETFDH EXO1 EXOSC9 FIGNL1 FKBP5 FMC1 GALNT3 GGH GMPS GOLM2 GTF2F1 H2BC14 H4C6 HARS1 HAT1 HMGB1 HMGB3 HMGCS1 HMGN2 HSD17B12 IGF2BP3 IL18R1 IL1RL1 IL2RA IL7R IMMT IPO5 IRAK3 ITGA1 KCTD20 KIF23 KLF11 KLHDC4 KLRK1 KNL1 LRPPRC LTV1 LY6E MAD2L1 MCM10 MCM3 MCM4 MEMO1 MIX23 MRPL1 MRPS14 MRPS28 MRPS9 MT1A MT2A MTFR2 MTMR1 MTPN NAA50 NOC3L NRM NUP133 OTULIN PA2G4 PALS2 PDHX PGAM1 PLA2G12A PLAA PLK4 PMF1 POLR2B POLR2D PPAT PPP1R8 PRELID1 PRKAG1 PRMT5 PSMB2 PSMC1 PSMD12 RACGAP1 RAD51 RARS1 RBM3 RNMT RPA3 RPF2 RPL10 RRAS2 RRM1 RRM2 RRP15 SAE1 SATB1 SDHD SEPTIN2 SERPINB9 SLC30A4 SLC35A3 SNRPA SNRPA1 SNRPD1 SPC24 SRP72 STMN1 SYCE2 TACC3 TAGLN2 TCP1 THY1 THYN1 TIMM50 TMPO TOMM5 TPI1 TRIP13 UBA2 UBE2V1 UCHL5 USP3 UTP20 VIM WDR12 WDR76 WEE1 XPO1 YBX1 ZBTB32 GSE13547_WT_VS_ZFX_KO_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13547_WT_VS_ZFX_KO_BCELL_DN ACADL ACOT7 ACTG1 ADPRH AIF1 ALCAM ANAPC13 ANXA1 APOBEC2 ARF6 ARSB ATF6 ATP5F1C ATP5IF1 BATF BEX3 BUB1 CALM1 CALM3 CARHSP1 CASP1 CCDC34 CCDC50 CCZ1 CD24 CD44 CDC14A CDCA8 CENPH CEP57 CHST11 CIAO2A CLIC1 CLIC4 COPS4 COPS5 COX17 COX5A CRIP1 CTLA4 CWC15 CXCL10 DBI DEPDC1 DERA DSCC1 DSTN EFHD2 EMP1 EPAS1 ERH ESM1 ETFB FIGNL1 FKBP2 FOSB GABARAPL1 GADD45B GCNT1 GEM GGH GIMAP7 GINS1 GLRX GMDS GSAP GTF2F2 GYG1 H1-0 H2AZ1 H2BC4 HAT1 HAUS4 HAVCR2 HMGN2 HMGN3 HPRT1 ID2 IFI16 IFITM1 IFITM3 IL12RB2 INSL6 IRF4 ITGAX KIF11 KIF15 KLF11 KLRC2 KLRK1 LAIR1 LAMC1 LAMP2 LDHA LIG1 LILRB4 MAD2L1 MED7 MIS18BP1 MKI67 MPHOSPH6 MYADM MYL4 NCALD NCAPH NDUFA12 NDUFC2 NDUFS6 NFIL3 NIBAN1 NKG7 NLN NME1 NR4A1 NRM OSBPL3 PGK1 PHF11 PHLDA1 PLAC8 PMAIP1 PPP1CC PRDM1 PRELID1 PRIM1 PRR11 PRR13 PSMA1 PSMA5 PSMA6 PSMB2 PSMC3IP PSMD12 PSMD8 PTMS RAD18 RAD51 RAN RAP2A RBBP8 RFC3 RGS1 RILPL2 RNF216 ROM1 RPA2 RYK S100A9 SAR1B SCRN3 SERPINB9 SLAMF7 SMPDL3B SNF8 SNRPB2 SNRPD1 SNX10 SNX5 SPC24 SPC25 STMN1 SYCE2 SYPL1 SYTL3 TACC3 TCEAL9 TMEM163 TNFRSF9 TRIP13 TXN TXNDC17 TXNL1 UBE2N UFC1 UXS1 VIM YBX3 ZDHHC2 GSE13547_WT_VS_ZFX_KO_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13547_WT_VS_ZFX_KO_BCELL_UP ABTB2 ACCS ACE ADGRG1 AIM2 AKAP8L AKT3 ARFGEF1 ARHGAP31 ARID3A ARL4C ARMCX3 BAZ2B CACNA1E CACNA1G CALCOCO1 CAMP CCDC88C CCL4 CCL5 CCND2 CCNT2 CD101 CD200R1 CD200R1L CD226 CD38 CD3G CD55 CD7 CD83 CDYL CELA1 CHD3 CHD9 CHIC2 CPEB2 CREG2 CYLD CYTH3 DAPK2 DDX60 DERL3 DGKI DNAJC9 DNASE1L3 DST EIF4A2 ENDOU EOMES EPHX1 FAM78B FRMD4B FRY FYN GALP GLCCI1 GOLGA4 GPAM HLCS HNRNPH3 IDUA IER3 IFI27L1 IFIH1 IFNAR2 IGHM IKZF2 IL10 IL4 IL6ST INPP4B INPP5F ISG20 ITM2A ITPR2 JAK1 JCHAIN KCNJ8 KIF5C KLF3 LAPTM4A LATS2 LAX1 LBH LCLAT1 LIN28A LRIG1 LRRFIP2 LTF MEF2C MEIS3 MX1 NEDD9 NKX3-1 NRP1 NSMAF OCIAD2 OXR1 PACSIN1 PAQR9 PCMTD1 PFDN5 PHETA1 PHF13 PIAS1 PLEKHA1 PLOD2 PNPLA7 PRR5L PTGER2 PTTG1 RAB5B RAB6B RAP1GAP2 RBL2 RGS1 RGS2 RHEBL1 RHOH RNF167 RNF2 RPS29 RUFY2 RUFY4 S100A9 S1PR5 SCD SCNN1A SEC24A SECISBP2L SEPTIN4 SLC23A2 SLPI SMAD4 SNN SNX29 SOSTDC1 SPRY3 SRGAP3 SSPN ST6GALNAC3 STIM2 STRN SUOX SYT11 TBC1D17 TBC1D5 TEC TJP2 TMEM37 TNFSF4 TOX TOX2 TRAPPC12 TRIM5 TRPS1 XCL1 YPEL3 YPEL5 ZBTB4 ZBTB7A ZEB2 GSE13738_RESTING_VS_BYSTANDER_ACTIVATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13738_RESTING_VS_BYSTANDER_ACTIVATED_CD4_TCELL_DN ADAM8 ADGRE5 AK2 ALOX5 ANTXR2 ANXA2 ANXA2P2 ARHGAP21 ATG2A ATP1B1 ATP1B3 ATP5MK BATF BCAT2 BCL2L1 BHLHE40 BIRC3 BLTP3B BYSL C12orf75 C4orf46 CDK5 CENPJ CHST11 CLDND1 CLIC1 COPS8 COX5A CSF2RB CSTF2 CTSH CTTNBP2NL CYFIP1 DBI DESI2 DHRS7B DLST DMD DPP4 DUSP2 DYNLL1 DYNLT2B EBP EGR3 EIF3J EIF4E2 ELOC ELOVL1 ELOVL5 ENO1 ERP44 ETFDH FAHD2A FOSL2 FRMD4B FUCA2 GCA GK GNA15 GNG2 GPR68 GRAMD4 HBEGF HCST HDAC9 HEATR6 HK1 HLF HNRNPLL IDH1 IKBIP IKZF2 IKZF4 IL12RB2 IL17RB IL2RB IRAK2 IRF4 ITPRIPL1 KAT2B KIF3B KLHL2 LAMTOR2 LAYN LDLRAD4 LGALS1 LINC00888 LPP LRP8 LRRC59 LTA LYRM1 MAF MAP2K3 MAP3K8 MAST4 MBD2 MCTS1 METTL7A MGST2 MIR155HG MLX MRPL42 MRPL47 MTHFD1 MTHFD1L MYB MYCBP MYL12A MYO5A NAMPT NCF4 NDUFA6 NDUFB8 NEDD9 NFKBIE NOD2 NSD2 OSM PANX1 PDE4A PDE4B PDHA1 PEA15 PHTF2 PIGX PKD2 PLAGL2 PLPP1 PMCH PNKP PPP1R16B PPP1R18 PRDM1 PRMT9 PTPN22 PTTG1 RAB11FIP1 RAC2 RALB RANBP9 RBBP8 RCBTB2 RFTN1 RGS19 RILPL2 RTKN2 RUNX3 SAP30 SAT1 SC5D SEC23B SEC61B SELENOS SGK1 SH3BP5 SHMT2 SIPA1L1 SLA2 SLAMF1 SLC39A14 SLCO4A1 SMAD7 SMIM30 SNAP47 SNRPF SNX10 SOCS2 SRP19 SRPK1 STAM STING1 STK24 SWAP70 TAGLN2 TBC1D2 TBCE TESC TFRC TGFBR1 TIPIN TJP2 TM9SF4 TMEM167A TNF TNFRSF18 TNFRSF1B TNFRSF9 TNFSF12 TOR3A TRIB1 TTC9C TXNL4A UEVLD UTP11 WIPI1 YIPF6 ZBTB8OS GSE13738_RESTING_VS_BYSTANDER_ACTIVATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13738_RESTING_VS_BYSTANDER_ACTIVATED_CD4_TCELL_UP ABLIM1 ACSS1 ADAMTS6 ADNP2 AGO4 AMIGO1 AMN1 ANKFN1 ANXA2R APBA2 ARHGAP32 ATF7IP ATM ATXN7 BCL9 BCO2 BICC1 BOLL C9orf72 CALHM1 CAMK4 CCDC13 CCDC18-AS1 CCNI CELF1 CGN CHCHD7 CHD3 CHML CHMP3 CLIP4 COA1 COA8 CPT1C CREBRF DCAF12L1 DCAF8 DEFB123 EDAR EDEM3 EIF1B-AS1 ENGASE ERBIN ERN2 FAM117B FAM13B FAM161B FBXL3 FGF9 FHIP2B FILIP1 FOXJ3 GABPB1-AS1 GARRE1 GIMAP4 GIMAP7 GPR18 GPRASP2 GVINP1 HELZ HERC1 IGF1R IL6ST IRAG2 JADE1 KAT6A KLRK1 KMT2C KRAS LAMTOR4 LARGE-AS1 LCOR LEPROTL1 LINC00326 LINC00685 LINC01138 LINC01550 LINC01949 LINC02092 LMF1 LRRC37A2 LRRC8D MAGEB2 MAML2 MARCKSL1 MATN1-AS1 MED13L MGAT4A MIR600HG MLLT10 MLXIPL NAA16 NDRG2 NEK2-DT NELL2 NKAPL NR2C2 NXF1 ONECUT3 OPRPN OR7E19P PAN2 PARP8 PDCD4-AS1 PECAM1 PIK3IP1 PLA2G4F PLAC9 PLAG1 PLCL2 PLSCR2 PNRC2 PREPL PRKAA2 PRKACB PRRC2B PRSS58 PRUNE1 PSIP1 PTAR1 PTK2 PTPRF PTPRK PXYLP1 RAB27B RADX RBM26 RBM26-AS1 RBM27 RCAN3 ROBO3 RPRD2 RUNDC3A RXRB SAMD4B SARAF SCAF11 SCML4 SELL SERINC5 SHISA2 SLC40A1 SLC5A2 SNRPN SPEN-AS1 SPN SPNS1 SSX2IP STAG2 STK17A STUB1-DT TANC2 TARBP1 TCF7 TDRD6 TENM1 TGFBR2 TGM4 THEMIS THRB TIGD7 TMEM106B TMIGD2 TMOD2 TMOD4 TNN TNRC6B TRIM23 TRIM44 TRO TSC22D1 TSHZ1 TSPYL4 TUG1 TUT7 UBE2CP4 UBN2 UNKL USP27X VNN2 VPS37D VWA1 ZBTB20 ZBTB44 ZBTB5 ZC3HAV1 ZFTRAF1 ZNF397 ZNF493 ZNF548 ZNF550 ZNF564 ZNF711 ZNF830 GSE13738_RESTING_VS_TCR_ACTIVATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13738_RESTING_VS_TCR_ACTIVATED_CD4_TCELL_DN ACTMAP ADAT2 AGPAT5 ANTXR2 ATP5MJ B3GNT5 B3GNTL1 BCAT1 BCL2L1 BLTP3B BMAL2 BMP2K BOLA3 BPNT2 BTBD3 BYSL CACNA2D4 CAMK2D CCDC141 CCT8 CD109 CD72 CHMP5 CHP1 CIAO2B CLYBL CMTM7 COMMD3 COPRS COPS8 COX5A CPPED1 CREB3L2 DBI DELE1 DHCR24 DHRSX DMAC1 DPP4 DUSP2 EFHD2 EGR2 EIF2B2 EIF2S2 EIF3J EMILIN2 EPAS1 ERP44 EVI5 F5 FAH FAM210A FAM221A FDFT1 FDX1 FGGY FOSL2 GCA GEM GK GM2A GNA12 GNA15 GNG5 GNGT2 GNPAT GPRIN3 GRAMD1B GRAMD4 GSDME GTDC1 GTF2H5 HDLBP HIVEP1 HS2ST1 HSD17B10 IER3 INPP1 IRAK1BP1 IRAK2 IRF4 ITGAE ITGAV ITGAX KCNN4 KYAT3 LAG3 LANCL2 LDLRAD4 LPP LRRC28 LRRCC1 LYPLA1 LYRM4 MBD2 MCTP2 MEAK7 METRNL MIR155HG MRPL42 MRPL47 MSMO1 MTMR2 NDUFA7 NDUFA8 NDUFAB1 NDUFB5 NEDD9 NHS NME7 NOD2 NR4A3 PAQR6 PARK7 PDE4D PFDN4 PGAM1 PIGX PNKP PPP1R16B PPP2R5A PRDM1 PRPF6 PTGR3 PTTG1 QSOX2 RAB13 RAB37 RAC2 RASSF2 RCAN2 RDH10 RDX RFTN1 RGL4 RNF7 SARNP SCP2 SEC11A SEC61A2 SEC61G SELENOS SFT2D1 SIRPG SLC12A6 SLC15A4 SLC25A13 SLC25A17 SLC31A1 SLC35G2 SLC39A14 SLC7A5 SLC9B2 SLCO4A1 SLIT1 SNRPF SOCS6 SPACA9 SPATS2L SPRY1 SPTSSA SQLE SS18 ST8SIA4 STAG3 STAM STAMBP STYXL1 SUOX SYTL3 TBCE TFRC THOC7 TIMM23 TJP2 TM9SF4 TMEM185A TNFRSF11A TNFRSF1B TNFRSF9 TNIP3 TPM4 TRAK1 TTN TXNDC17 TXNL4A UBE2G1 UEVLD URM1 VPS8 VSIG10L WDR12 WIPI1 WSB2 YARS1 ZFYVE1 ZMIZ1 ZNF282 ZNF57 ZNRF1 GSE13738_RESTING_VS_TCR_ACTIVATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13738_RESTING_VS_TCR_ACTIVATED_CD4_TCELL_UP ABCD4 ACSM5 ACSS1 ADAM33 AFG3L1P AGBL1 ALS2CL AMIGO1 ANXA2R APBA2 ARHGEF15 ASTE1 ATF7IP ATXN7 AXIN2 BICC1 BTN2A1 BTN3A3 C14orf28 C9orf64 CALHM5 CBX7 CBY1 CCDC152 CCDC93 CDK20 CELF1 CHCHD7 CHD3 CMKLR2 COA8 DBT DCAF5 DNAJC3 EBAG9 ELK4 ENGASE ENSG00000290941 EPHA4 EREG ERN2 EZH1 FAM117B FAM118A FAM13A-AS1 FAM13B FAM161B FAM171A1 FAM199X FCRL5 FKBP4 FNBP4 FOXH1 GARRE1 GCOM1 GIMAP2 GPC2 GPRASP1 GPRASP2 GTF2H1 GTSE1 GVINP1 HAUS3 HBB HCG27 HNRNPDL HS6ST1 HTRA4 IFNGR2 IGF1R ITGA6 JADE1 KIAA0825 KIDINS220 KLF17P1 KLF2 KMT2C LEPROTL1 LINC00528 LINC00574 LINC01138 LINC01949 LINC02092 LRRC37A2 LRRC8D LY9 MAP3K2 MATN1-AS1 MAX MBNL3 MDM4 MGAT4A MID1 MINDY1 MLXIP MORC3 N4BP2L2 NAP1L2 NDFIP1 NGRN NKAPL NOL4L NR3C2 OCIAD1 PARP8 PATJ PCF11 PGF PHC3 PHF1 PIK3IP1 PLXNA1 POU6F1 PREPL PRKAA2 PRKAB2 PRKD3 RANBP6 RCBTB2 REV1 RICTOR RIOK3 RPS12 RSBN1 SCML1 SEC14L4 SECISBP2 SETD6 SFTPB SFTPC SH2D3A SLC10A1 SLC18B1 SLC22A3 SLC26A11 SLC33A1 SLC35E1 SLC40A1 SLC44A3 SLCO3A1 SNORD104 SOGA1 SORL1 SPEN-AS1 SRSF7 STK38 SUN1 SYNJ2BP TAF4 TBL1X TCEANC TCP11L2 TIGD1 TIGD7 TLE4 TMEM105 TMEM63A TMOD4 TNFRSF10D TNKS TNRC6B TRAM2-AS1 TRAPPC2 TSC1 TSHZ1 TSPAN9 TSPYL2 TUNAR TWF1 UNKL USP27X USP6NL VCPKMT WDR19 WDR37 XPO6 ZBED5 ZBP1 ZBTB20 ZFP28 ZMYM1 ZNF160 ZNF204P ZNF232 ZNF329 ZNF350 ZNF44 ZNF502 ZNF550 ZNF582-DT ZNF611 ZNF763 ZNF767P ZNF793 ZNF808 GSE13738_TCR_VS_BYSTANDER_ACTIVATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13738_TCR_VS_BYSTANDER_ACTIVATED_CD4_TCELL_DN ABCC5 ABHD11 ABHD13 ACAP3 ACVR1C AFDN AHR AHSA1 ALOX5 ANK3 ANXA1 AP1S2 APOL6 ARHGEF12 ARRDC3 ATG14 ATP13A1 ATP6V0B BCL2 BIRC3 BLVRA CAPN2 CASP1 CASP4LP CCDC93 CCR6 CD99 CDC14A CDC42EP3 CDKN2B CHDH CISH CLN5 CLUHP3 CPOX CROT CXCR4 CYLD CYSTM1 CYTH1 CYTH3 DAG1 DANCR DDX60L DLEC1 DMD DNAJB9 DNAJC3 DNAJC6 DYNLT3 EML4 ESPN ETV7 F2RL1 FAM13A FAR2 FAS FKBP4 FLT3LG FNDC3B FTL G3BP2 GARRE1 GBP5 GJB6 GLIPR2 GLYR1 GOLGA7B GPRASP1 GSR GUK1 HACD4 HAUS3 HBEGF HDAC9 HLA-DRB1 HMOX2 HNRNPDL HS6ST1 HSPA1A ICAM2 IDS IFNGR2 IL10RA IL15RA IL16 IL17RB IL6R ILF3-DT IRS2 ITGA6 ITGB1 ITGB7 IVNS1ABP KANSL3 KAT2B KIAA0040 KLF2 KLK8 L3HYPDH LINC00528 LINC00615 LINC00639 LINC01783 LINC02481 LPAR6 LY9 LYRM1 MAEA MAFG MAGT1 MARCHF8 MEGF6 MYBL1 N4BP2L2 NAP1L2 NDRG1 NEFL NFKBIZ NIPA1 NR3C2 OPTN PAM16 PANX1 PCSK7 PCYOX1 PDLIM2 PDLIM5 PLEKHB2 PLXNA4 PPP1R12A PPP2R2B PREPL PTGER2 PTPN4 PXN RAB18 RCBTB2 RETNLB RIMKLB RPS6KA5 RSBN1 RTKN2 SBF2 SCARNA17 SELENOK SELP SEMA4C SERPINI1 SGK3 SH2D3A SLC26A11 SLCO3A1 SMAGP SMPD3 SNX30 SOCS2 SOS1 SPEN SQSTM1 ST3GAL5 STK10 SYNE2 SYNJ2BP TAB2 TALDO1 TDRD7 TENT5A TGFBR1 THAP7-AS1 TIGIT TLR1 TMBIM1 TMEM200A TMEM63A TNFRSF10A TNFRSF10D TNFSF14 TPBG TRAM1 TRIM26 TXN UBC UHMK1 UPP1 UXS1 VPS13C VPS35 WASHC4 WDR19 WWP1 ZBP1 ZC3H12A ZCCHC18 ZNF134 ZNF267 ZNF274 ZNF329 GSE13738_TCR_VS_BYSTANDER_ACTIVATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13738_TCR_VS_BYSTANDER_ACTIVATED_CD4_TCELL_UP ABTB3 ACADM ACSL3 ADAT2 AGPAT5 AHCYL2 AIF1 AP2B1 APOLD1 ARHGEF2 ARHGEF6 ARHGEF7 ASCC1 ATP8A1 ATP8B3 B3GNT5 B3GNTL1 BABAM2 BATF3 BEND5 BPNT2 BSPRY BTBD3 C2orf76 CACNA2D4 CASP9 CCDC51 CCKAR CCR7 CD2 CD200 CD27 CD38 CDK5 CENPV CHMP5 CHRNA6 CHSY1 CLDN12 CLTC CNIH1 COL6A3 COX10 COX15 CPPED1 CPSF6 CREB3L4 CTTN CXCL13 DBN1 DECR1 DENR DHCR24 DHTKD1 DIXDC1 DLEU1 DNAH14 DUS2 DYNLL1 EFL1 EGR1 ELP5 ETS2 ETV6 FAM210A FASLG FASN FDX1 FGGY GEM GFI1 GFOD1 GK GNA12 GRAMD4 GRK3 GRK4 GSTO2 GZMH HDC HIBADH HMG20A HSD17B6 IFT27 IFT74 ILDR2 INTS6L ITCH ITGAE KCNK5 KYAT3 LANCL2 LASP1 LAT2 LINC01281 LINC01588 LRRCC1 MAPRE2 MCCC2 MCTP2 METTL13 MGST2 MOB1B MOK MPP1 MPZL1 MRPS15 MRPS6 MYB MYEF2 MYO7B NAB1 NBAS NDFIP2 NEMP2 NFATC3 NHS NME7 NOA1 NR5A2 NRAS NREP NT5C2 NTRK1 OSBP2 PALLD PAQR6 PDE7B PDGFA PI4K2A PMS1 PPA1 PPP2R5A PRF1 PRPF6 PTDSS1 PTGFRN PTPN14 PTPN3 PXYLP1 QSOX2 RAB27A RAB33A RCL1 RGL4 RGS3 RHOBTB3 RNASEH2B RPAP2 RPRD2 RUBCNL SEC11A SEC31B SELL SERPINB1 SIAH2 SIRPG SLC12A6 SLC15A4 SLC16A5 SLC25A44 SLC35G2 SLC39A14 SLC5A3 SLC7A5 SLC9B2 SOCS6 SOX4 SPA17 SPON2 SPRY1 SPTBN1 SQLE SSBP2 STAG3 STAMBP STK26 STMP1 SUOX TARBP1 TCEA2 TENT4B TMEM135 TNIP3 TPRG1 TRAK1 TRIM25 TXNDC17 UBE2G1 UBE2V2 VAMP1 VNN2 VPS8 VWA5A YES1 YWHAQ ZFYVE1 ZSCAN30 GSE13762_CTRL_VS_125_VITAMIND_DAY12_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13762_CTRL_VS_125_VITAMIND_DAY12_DC_DN ACTL6B ADAM30 ADAMTS4 ADCY10 ADGRG5 AIDA ALDH9A1 ANK1 AP2B1 AP2M1 APOF ASB9 B3GNT9 BCAP29 BTBD10 C14orf39 CASTOR2 CAVIN4 CCDC92 CCT2 CDK2 CEP192 CFAP36 CLSPN COQ8B CRIP3 CSTL1 CTXN3 CXCL3 CYP1A1 CYP2W1 DARS1 DCN EFCAB5 ENDOD1 ENPEP EPM2A EPYC EXO1 FAM163B FAM222B FGF6 FNIP2 FRK FRMD5 GABRB2 GJE1 GLB1L3 GNL2 GOLIM4 GPC4 GPR34 GRIA1 GSDMC GTPBP4 HDAC10 HFE HRC HSD17B13 IDO1 INTS3 JPH1 KIF13A KIF15 KIF4A KIFAP3 KRT24 LDLRAD1 LMBR1 LMNB2 LRRC8C LY6G5B MANF MATN2 MFSD2A MIR451A MUCL1 MYL2 NAMPT NBEA NCAPG NEB NEK7 NOL11 NOTUM NUCB2 NUDCD1 NUP133 NXPH2 ONECUT2 PATL2 PFN4 PHLDA1 PKD2L1 PLCD1 PLCXD1 PLOD1 POLL POLR2M PPFIBP1 PPP2R5B PRSS41 PTGDR PTN RAB10 RAB44 RAP1A RPUSD2 RXFP4 S100A13 S100A9 SAXO1 SCN1A SDC4 SGCZ SHOC2 SLC27A4 SLC7A4 SPATA20 SPINK2 SPIRE1 SYT14 TBATA TBC1D12 TGM4 THBS1 THSD1 TLNRD1 TOP2A TOPBP1 TRPV1 UBAP2 VEGFC XCL1 GSE13762_CTRL_VS_125_VITAMIND_DAY12_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13762_CTRL_VS_125_VITAMIND_DAY12_DC_UP ABCA7 ABO ACOD1 ADAMTS6 AFG3L2 AHRR ALG8 ANKRD13D APAF1 API5 ARL5A ATAD5 ATF6 B3GNT6 BID BLTP3B BRCA2 CCDC122 CD200R1 CENPE CENPF CENPJ CEP170 CEP192 CFB CFC1 CHRDL1 CHRNA4 COQ8B CPEB2 CRADD CUL2 CYSLTR2 DDX21 DHPS DNALI1 DPY19L4 DTX3 DUSP23 EMC3 ENOX2 EPOR FAM168A FAM83E FGF9 FUT1 FZD9 GAS2L2 GLB1L3 GLIS1 GNG5 GPR55 GPR83 GREM1 GSPT1 HCRTR2 HDAC1 HECTD2 HNF1B HNRNPLL HSD3B1 HSPA4L HSPA5 IPO7 ISG20 KCNK10 KCNK4 KIF20B KRT19 KRT80 LANCL3 LCP1 LDB2 LGI1 LILRB4 LRP2 MAGT1 MDFIC MDM2 ME1 MIGA1 MIS12 MYBL2 MYO1G NBEA NEB NELL1 NEPNP NF1 NIPSNAP3B NOL10 NOP14 NOP56 NR4A1 ODF4 P2RX7 PAX1 PCDHB13 PHACTR4 PHC3 PKHD1L1 PLCB4 PLEKHA3 POLK PPIA PPM1L PRR36 PSIP1 RAB7A RAD50 RHO SCN7A SEC24A SERPINA7 SFTPA1 SHISA4 SHISAL2A SLC20A2 SLC25A53 SLC35A3 SLC38A2 SPEF2 ST8SIA2 STARD13 STOX1 STX12 STXBP6 SULT1B1 TERB1 THUMPD3 TIAL1 TMEM237 TMEM47 TNFSF9 TPK1 TRIML2 TYR ULK3 UTP6 UXS1 VIT VNN1 XRRA1 ZC3HAV1L ZIK1 ZNG1A ZSCAN12 ZSCAN29 GSE13762_CTRL_VS_125_VITAMIND_DAY5_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13762_CTRL_VS_125_VITAMIND_DAY5_DC_DN ABHD14B ACSM4 ADAMTS4 ADRB1 ALX3 AMZ2 ARHGAP39 ARHGEF4 ATP2B2 BCR BDH1 CALR3 CAPN9 CD36 CD52 CDC42EP2 CILP CLEC1B CLTA CNR2 CTDSP1 CXCL14 DBN1 DCST2 DDX59 DISP2 DLEU2 EEF1D EGFL6 FAM169A FBXO4 FGF11 FGFR3 FHIT FOXD4 GABRE GATA4 GFRA4 GLP2R GNS GRB7 GRM4 GSTT4 GTPBP3 GUCA2B HMGA1 HOXC10 IFNA5 IFNL2 IGDCC4 IL1A IRX3 ITGA5 ITPKB KALRN KCNK1 KCNK13 KIAA1522 KLHL23 KLHL31 KRTAP4-7 LARGE2 LCE1E MAPK8IP2 MARCHF11 MBP MEOX1 MESP1 MIER2 MIR204 MLYCD MMD2 MRPL11 NACA NCCRP1 NGRN NHLRC1 ODF3L2 P2RX3 PANX1 PDK2 PDPK1 PGAM5 PHLDB1 PLAAT3 POLR1D POMGNT2 PRDM16 PTPN18 PTPN6 PXMP4 QPRT RAB20 RARRES1 REM1 RERG RGR RNASE1 RNF148 RPL18 S100A16 SALL3 SBK1 SCGB2A2 SERPINB5 SLC35F1 SNTN SOX5 SPHK2 ST7L STIM1 SULT1C2 SYT8 THAP3 TIMM10 TKTL1 TMEFF1 TMEM53 TMEM69 TRH TRPM5 TSKS UPK3B USE1 VRK3 VSIG8 WDCP WDR17 WDR31 WSCD2 ZBTB3 ZDHHC12 ZPBP2 ZSCAN10 GSE13762_CTRL_VS_125_VITAMIND_DAY5_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13762_CTRL_VS_125_VITAMIND_DAY5_DC_UP ADAMTS16 ADGRB3 ADGRF2 ADRA1D ADRM1 AKR1D1 AMH ARFGAP1 ARHGEF10L ARPP21 ARVCF AURKAIP1 B3GALT4 BEST1 BTN1A1 C2CD4A C8orf48 CABP4 CACNA1H CACNA1I CCDC97 CCL2 CD177 CDH23 CDIPT CDX1 CRP CRTC3 CTDP1 CYP24A1 CYP7A1 DDAH2 DEAF1 DLX2 DLX5 EDNRB EFHD1 EIF1B ETV3L FAM3D FAT1 FNDC11 FSTL5 GP1BA GPER1 GPR75 GRIA4 GSTM2 GXYLT2 HAPLN3 HJV HOMER2 HTRA1 IL17C INSM1 IRF2 JAKMIP3 KCNJ10 KCNK2 KLHL1 KLHL10 LMTK3 LOXHD1 LSM1 LY6H MEGF10 MEP1A MERTK MFNG MFSD6L MIR181D MTSS2 MUC16 MYBPC2 NAP1L3 NGRN NIPSNAP3A NKX3-2 NOTCH4 ODF1 OLIG1 OMP OXTR PARVA PCDH17 PDGFB PNMA5 POLR1C PPARGC1B PPIH PPY PRIMA1 PRM3 PRRT3 PYY RASA4 RAVER2 RFPL4B RFX8 RIMKLB RNF123 RNF186 RNPEPL1 RPL39L RPLP0 RPS26 SAMD5 SCN4A SEC24C SH2D4A SHISA2 SLC4A3 SNX11 SOSTDC1 SOWAHD SP2 SPAG8 SPARCL1 SUN5 SV2B TBX19 TBX6 TECRL TIGD3 TMCC2 TMEM182 TMEM210 TNFAIP6 TNFRSF17 TOLLIP TPPP3 TPSB2 TRIM72 TTC38 VEGFD ZBTB7C GSE13887_ACT_CD4_VS_NO_TREATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13887_ACT_CD4_VS_NO_TREATED_CD4_TCELL_DN ACMSD ADAM30 ADAMTS16 ALPG ANK1 ANKRD1 ARFGEF2 ARPP21 BARX2 BCL2L10 BRPF1 C18orf32 CACNA1F CACNG5 CADM2 CAPN11 CCKAR CDHR1 CHTF8 CLDN18 CLEC12A CNTN3 CRTC3 CRYGB CTNNAL1 CYP7A1 DEF8 DEFB130A DNAJC5 DRC3 DUOX2 DUSP29 EFHD1 EPHA6 ETV3L FAIM2 FAM3D FBLL1 GARIN1B GATA6 GCGR GLI1 GNG8 GPR180 GRID2IP GSTM2 GTF3C1 HEBP1 HIPK4 HNRNPA0 HOXA5 HSF1 HYAL2 IGF1 IGLL1 IL25 IRGC KCNT2 KHDRBS3 KIRREL3 KLHL30 KLHL40 KLK14 KRT16 KRTAP5-3 LEFTY1 LSM1 MAB21L3 MATN2 MFNG MIR183 MIR26B MIR302D MOCS3 MRAS MSRB2 MYLK4 MYOF NGB NHLRC4 NMBR NPW NPY2R NUDT11 NUTM1 ODF4 OLFML2A OR1D2 PARP12 PLA2G2D PMM2 POPDC3 PPP1R27 PRKAB1 PRRT3 PRRX2 PRSS33 PTH2 RDH5 RFX6 RIC8B RNF123 RNF186 RTL6 S100Z SCARF1 SEC16B SEMA6D SFN SFXN2 SKOR1 SLAMF9 SLC1A3 SLC22A13 SLC35A2 SLC39A3 SLC39A9 SLCO2B1 SPARCL1 SSTR1 SUPT20HL1 TGFBR3 TIFA TLN1 TMEM35A TMEM42 TNS4 TOR3A TPPP TRIM42 UPP2 WAS WFDC3 WWTR1 XKR8 ZBTB7C GSE13887_ACT_CD4_VS_NO_TREATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13887_ACT_CD4_VS_NO_TREATED_CD4_TCELL_UP ABLIM2 ACMSD ADAMTS16 ALPG ANKRD1 ANXA3 APOB AQP1 ATP6V0E2 B4GALNT2 BCL2L10 BDKRB2 BMP8A BTN1A1 C1QB C1QTNF2 CCR10 CDH15 CDH26 CDKL5 CETN1 CFAP52 CHGA CLCNKB CLDN14 CLEC7A CPNE4 CSF2RBP1 CYFIP2 EFCC1 EMX1 EPPK1 FBXL22 FCAMR FGD6 FGFBP3 FOXB2 FRAS1 GAL3ST3 GALNT15 GJA8 HCAR2 HEBP1 HIPK4 HOXB3 HSF5 IL17C KCNH5 KCNJ9 KCNT1 KRTAP5-1 LEFTY1 LHX8 LRFN2 LRP5 LRRC43 LTBR MEMO1 MGAT3 MIR204 MIR302D MMP25 MROH1 MS4A7 MUC6 MYO15A MYO18B MYRIP NAV2 NDEL1 NPY1R NR2F2 NTN3 NTNG1 OVOL3 PBLD PELI3 PIGY PKP1 PLA2G2D PLIN5 PLPP7 PNCK PNPLA1 POPDC3 PRRC2A PRSS27 PRSS41 PSMA2 PSMB11 PUS7L RAB38 RAP2A RBBP8NL RHOBTB1 RNF186 RTL6 SAA4 SCRG1 SHISAL2A SIX4 SLAMF9 SLC14A2 SLC22A18 SLC23A1 SLC27A5 SLC30A10 SLC5A7 SLCO2B1 SMPX SORCS3 SPATA7 TARM1 TCF23 TDRD5 TMEM125 TMEM217 TMEM45A TRDN TRH TRIM42 TSPO2 TTC23L UBE2Q2 UNC5B VSX2 WWTR1 XCR1 ZFR2 GSE13887_HEALTHY_VS_LUPUS_RESTING_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13887_HEALTHY_VS_LUPUS_RESTING_CD4_TCELL_DN ABCE1 AGA AHCYL1 ANKS1A ARHGAP32 ARHGAP5 ATXN7L3 BAALC BAG1 BCAP29 BIVM BTRC CALD1 CBFB CCDC150 CCNG1 CCZ1 CENPC CENPF CEP170 CEP192 CFAP58 CIBAR1 CLCA1 CLMN CLPX CNTNAP4 CTSH CYSLTR2 DARS1 DCN DENND6B DHX29 DOC2B DSTN EID3 ENO4 ERP44 FGD6 FGGY FLRT2 FXYD7 GABPB1 GABRA2 GDI2 GGH GNL2 GOLIM4 GPT GRXCR1 HAUS6 HNRNPD HOOK1 HYLS1 IL1A IRX5 ITGAL KPNA3 LMX1A MAN1B1 MARVELD2 MATN4 MFSD6 MIR217 MIR27A MIR451A MIR96 MMD MSL3 MT-ND3 MTFR1 NAA25 NAT1 NCKIPSD NEK1 NOL11 NR4A1 NRBP2 NRGN NUDT21 NUSAP1 ODF2L OMD PCDHB2 PCGF6 PDIK1L PGBD1 PITPNM2 PKD2L1 PLCD1 PLEKHA3 PLS3 PPM1E PPP1R14D PPP1R15B PPP2CA PRSS41 PTMA RAB8B RALBP1 RCVRN RFX5 RIBC1 RNF11 RPL29 RUFY4 SEMA3E SERBP1 SLAMF6 SLC46A1 SLC7A4 SNAI3 SNX1 SPAM1 SRGAP2 SRY TCAF1 TIAL1 TMA7 TOX2 TRIM55 UBE2N USP1 VPS45 VSIG10L WDR72 GSE13887_HEALTHY_VS_LUPUS_RESTING_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13887_HEALTHY_VS_LUPUS_RESTING_CD4_TCELL_UP ABRA ADGRF2 ADGRF5 ADGRL2 ANKS1A AP3S1 APP AQP11 AREG ARL16 ARRDC5 ATXN2L BDKRB2 CAPZB CCL3 CD5 CDYL2 CENPC CES5A CHAD COQ8B CPNE8 CRHBP CUEDC1 CXCL12 CXCR2 CYRIB DDO EML1 ENO3 ETF1 EXT1 F8 FAM170A FBXO10 FECH FIGLA FLOT2 FOXJ2 GM2A GPR141 GPR143 GRXCR1 GZMM IDH1 IRX5 ITGA5 KLF2 KRT5 KRT6B LAMA3 LAMP1 LILRB3 LRRC27 MAN1B1 MAOA MAP3K9 MARCKS MB MEP1B MFSD2B MGAT2 MGRN1 MMD MON1A MPHOSPH10 MRGPRF MRPL30 MT-ND2 NAPB NECAB1 NIPSNAP3A NR2E3 NXPE1 OLIG2 ORM1 PADI3 PADI4 PANX3 PARD6G PARP3 PNMA2 PNPLA1 POM121L2 POU2F3 PRAF2 PRR14 PSPH QPRT RBMY1A1 RFPL4A RIPK4 RNF215 RPL19 RPRD1B S100A14 S100A16 SFXN5 SLC2A10 SNX1 SOSTDC1 STRBP TMEM45A TMEM74 TMIE TPM1 TPO TRO TSHZ2 TUBB4A UBD UBL7 UBXN11 WDTC1 XDH ZDHHC9 GSE13887_RESTING_VS_ACT_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13887_RESTING_VS_ACT_CD4_TCELL_DN ABHD2 ADAM32 AHCYL1 ALG12 ALG6 ANXA1 APTX ARHGAP29 ARRDC1 ARSG BMP2 BPHL BTRC C16orf89 C1D CAPZB CASP2 CBFA2T2 CCNK CCS CD5 CDK5RAP1 CDKN2AIP CFAP58 CHMP2B CORO6 CPNE8 CUEDC1 DENND6B DPP3 DTX3 E4F1 EBF1 EDA ETS2 FAM163A FBXO8 FGGY FLVCR2 FUS GGCX GHR GLRX GPRIN1 GRXCR1 HECTD3 HGD HINFP HLCS HMGCS1 HNRNPF HSPA13 HYCC1 IDI1 IFT140 IGSF10 IKBKG IL18RAP IL1RL1 IRAK3 IRF5 IRF7 ITGAL ITGB1BP2 ITGB8 KBTBD7 KLC2 KLHDC2 KLHL26 KRT6B KYAT1 LILRB3 LIMS1 LNX2 LRRTM4 LYPLAL1 MAN1B1 MAN2A2 MAP2K6 MAPK14 MAPK6 MCOLN3 METTL21A MIR450B MKRN3 MLH1 MRPL47 NAT1 NCAM2 NEPRO NEXN NIPSNAP2 NOD2 NSA2 NUB1 NUDT16 NUP42 ORM1 PADI4 PARP3 PCDHB9 PDE6A PLEK2 POGLUT3 POLB PRKAB1 PTMA RDH5 RPL29 SARNP SCARNA17 SEH1L SLC26A4 SMCR8 SPPL3 SRP72 SUB1 SUN1 TERF2IP TEX9 TRIM55 TRMT2B TSPAN2 UNC50 USP9Y VPREB1 VSIG10L VSIG4 WDR12 XDH ZNF394 GSE13887_RESTING_VS_ACT_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13887_RESTING_VS_ACT_CD4_TCELL_UP ACVR1C ADARB2 AMIGO3 ANK1 ANTXRL AQP1 ATP8B2 ATXN1L BRAP C2CD6 CALHM5 CAVIN1 CCL8 CD109 CD48 CEP250 CER1 CES3 CETN1 CFAP70 COL6A4P1 COLGALT2 CRYBA1 CYFIP2 DDR2 DNAJC24 DNASE1 DNTTIP1 DYNC1H1 EFCAB10 EPPK1 FAM149A FTO FZD3 GATAD2B GJB5 GTF3C1 HEBP1 HOXB3 HTR5BP HYAL6P IDO1 IL1A ITIH2 KCNT1 KDM4B KIR3DL2 KRTAP3-3 LCT LHX8 LRRC2 ME1 MICAL2 MINAR1 MIR129-2 MIR183 MIR499A MMP9 MOCS3 MRAP2 MRAS MRPS35 NEIL2 NFATC2 NFYC NPY2R OAZ3 PANX3 PCNX3 PDE6G PIGT PIK3C3 PKHD1 POLR1A PON2 PRRC2A PRRC2B PRSS33 PRSS58 PSME1 RAPGEF5 RCVRN RNASE10 RSPO1 RTL6 SEC14L4 SEMG1 SERPINB11 SERPINB12 SIX4 SLAMF9 SLC34A3 SLC39A9 SLC45A3 SOD3 SPRR3 SSX9P STOX1 TAAR1 TAF3 TANGO6 TCF23 TMEFF2 TPH2 TTC23L UGDH ZC3H4 ZNF276 GSE13887_RESTING_VS_NO_TREATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13887_RESTING_VS_NO_TREATED_CD4_TCELL_DN ACTA2 ADGRF2 ARRDC5 ATL2 ATP6V1C1 BAG1 BIVM C1D CBR4 CCDC18 CCDC73 CCDC81 CD320 CD38 CD44 CDKL1 CDKN2AIP CENPF COX7B CRHBP CRYZL2P CTSD CX3CR1 DENND6B ECI2 ETFA F8 FAM183BP FAS FBXW11 FDFT1 FGGY FHL1 FLVCR2 FNDC11 FOLR2 GAS2 GDI1 GEMIN4 GLA GPR160 GRIK2 H3C4 HMBS HYLS1 IDH1 IDI1 IFNB1 ITGB8 KLC2 KPNA6 KRTAP5-2 KYAT1 LAT2 LCN8 LDOC1 LYN MAGEE2 MED21 MIR96 MMP12 MYH8 NAPB NIPSNAP3A NKG7 NPR3 NSMF OPN3 OTUD6A PAX6 PCDHB6 PCLO PDE6A PEX3 PLA2G3 POLB PPP1R2 PRKG2 RAB18 RAB27B RALBP1 RER1 RGS18 RGS9 RNF25 RNF5 RPL19 RPL29 RPL39 RPS18 RS1 S100A10 SARNP SERINC3 SERPINE2 SH3GL3 SLC41A2 SLC4A4 SMYD4 SNTG2 SPRY2 SRBD1 SUB1 TBC1D7 TCAF1 TERF2IP TEX9 TMA7 TMEM14A TPM1 TRA2A WDR13 ZMAT2 GSE13887_RESTING_VS_NO_TREATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13887_RESTING_VS_NO_TREATED_CD4_TCELL_UP ACTR2 ADAMTS20 ADAMTS7 ADARB2 ADCY2 APLNR APOF ASPG BMP8A BRINP1 CAMSAP1 CBX1 CCM2L CCT6B CDR2L CEP250 CER1 CFAP65 CLEC11A CMKLR1 CMTM5 CNTN3 COL6A4P1 CYP4X1 CYP7B1 DIO1 DPYSL3 DPYSL4 DUOX2 DUSP13 ECSCR ENO4 ERMP1 FAM3A FBXO27 FFAR1 FGF13 FGG FOXD4 FZD3 GABRD GCGR GGCX GNAT2 GPR151 GRPEL2 HCRTR1 HDGFL1 HGD HRC HTR5BP IDO1 IL19 JAG2 KCNC2 KCNIP2 KCNJ9 KCNT1 KIR3DL2 KRT15 KRT86 KRTAP1-5 KRTAP24-1 KRTAP6-3 LBX2 LRRC2 LRRTM1 MAPK4 MCOLN1 MIR183 MIR184 MIR194-1 MIR211 MIR338 MIR34C MIR7-2 MIRLET7B MRAP2 MTFMT NHLRC4 NTNG1 NUDT12 OCIAD2 OLFM2 PBLD PCDHB4 PFN4 PHYHD1 PI4KA PKHD1 PLXNA2 POMGNT2 PRODH PROK2 PRR18 RABIF RALYL RFX6 SCARF1 SEC16B SEC24C SERPINA10 SESTD1 SFXN2 SIGLEC5 SLC12A1 SLC17A1 SLC25A41 SLC34A1 SLC38A5 SLC44A3 SLC5A7 SLC5A8 SMPX SPATA17 SRL SRPX2 STRA8 STYXL2 SYCN SYP SYTL5 TFPI2 TLR8 TMEM168 TNS4 TRH TRPM1 TTC39B UHMK1 UPRT USH2A VNN3P XCR1 ZBTB14 ZBTB7C ZFP14 ZFP2 ZSCAN22 GSE13946_CTRL_VS_DSS_COLITIS_GD_TCELL_FROM_COLON_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13946_CTRL_VS_DSS_COLITIS_GD_TCELL_FROM_COLON_DN ABCA1 ACTN1 ADCY6 ADGRG5 ADGRL2 AFP AGK AIM2 AIRN AMPD1 ANGPTL1 ANKRD55 APPL2 ARHGAP15 BAZ2B BCOR BEND5 BRCA2 BTF3L4 BTLA CASD1 CCDC47 CCDC91 CCR7 CCR9 CD2AP CD55 CEP68 CEP97 CHST15 CNGA1 CRLF3 CSRP2 DAPL1 DCAF6 DDC DDX60 DENND6A DHX58 DKC1 DPH5 DSE DZIP1 E2F6 EGR2 EIF2AK2 ELOVL5 ELP3 EPHX1 FAM3C FAM78A FBXL14 FILIP1L FNTB FOXK1 GBP4 GGT1 GRIA3 HDAC4 HDAC7 HLTF HMGCS1 HOOK1 HSPBAP1 ICE2 ID3 IFIT1 IFNGR2 IFT80 IL6ST INPP4B INTS2 IPCEF1 IRGM ISOC1 ITGA6 ITGAE IZUMO1R KCNMB3 KLHDC1 LCLAT1 LDLRAP1 LEF1 LZTFL1 MAGI3 MAS1 METTL8 METTL9 MGST2 MTR MYC N4BP2 NEDD4L NIPAL1 P2RX4 PATJ PDK1 PDLIM1 PELI1 PLEKHA1 PLEKHG2 PLEKHO1 PLPP5 PLXDC2 PNN POLR1E PPP2R1B PRMT3 QSER1 RAB3IP RAD50 RALBP1 RALGPS2 RAPGEF4 RBM45 RGS10 RNF213 RRAS2 SCAPER SCMH1 SCML4 SELL SEMA4B SESN1 SESN3 SH3BP5 SH3PXD2A SI SLC11A2 SLC12A7 SLC28A2 SLC31A2 SLC49A4 SLC6A19 SLFN5 SMAD1 SON SPACA1 SPRED2 SSBP2 ST6GAL1 ST8SIA1 STAT1 SUV39H1 TAF1A TAF8 TASOR2 TDGF1 TDRKH TENT5A TET1 TFDP2 TFPI TIMP2 TLR1 TNFSF8 TNIK TOP2B TOX TRAT1 TREML2 TSPAN32 TTC3 TULP4 USP28 USP53 UTP25 XKRX YLPM1 ZBTB10 GSE13946_CTRL_VS_DSS_COLITIS_GD_TCELL_FROM_COLON_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE13946_CTRL_VS_DSS_COLITIS_GD_TCELL_FROM_COLON_UP ABHD5 ACADL ACOT7 AHNAK AIF1 ALCAM ANXA1 ANXA4 AP1S2 AP3S1 APOBEC2 ARHGAP18 ARHGAP26 ASRGL1 ATF6 ATG5 ATP2B4 ATP5F1E ATP6V1G3 BAG1 BAG3 BLVRA BSPRY BTF3 CALM2 CARHSP1 CASP1 CCL4 CD28 CD38 CD44 CEACAM3 CHCHD2 CHSY1 COBLL1 COQ10B COX8A CPD CRYBG1 CST3 CST7 CUTA CX3CR1 CXCR3 CXCR6 CYRIA CYSLTR2 DACH1 DDX28 DMRTA1 DUSP5 ECH1 ELL2 ELOB EMP1 F2R FAM107B FCGR2B FGL2 FTH1 GABARAPL1 GABARAPL2 GADD45B GALNT3 GBP3 GEM GGH GIMAP7 GNA15 GPANK1 GPR160 GSAP GTF2F2 GZMM H1-2 H2BC4 HACD2 HIF1A HIP1 HOPX HOXC11 HSF4 HSPA1A HTATIP2 IFNGR1 IFT20 IL12RB2 IL18R1 IL18RAP INSL6 IRAK3 ITGAX ITGB1 KCNIP3 KCNJ8 KLRC2 LAIR1 LRRFIP2 LY6H MICAL1 MPHOSPH6 MRPS24 MYADM MYO1F NCALD NDUFA1 NDUFS6 NFIL3 NIBAN1 NKG7 NPTN NR1D2 NR2F6 NUDT4 OAT ODC1 P2RY10 PAWR PERP PHF11 PHLDA1 PLEKHF1 PLSCR1 PMAIP1 PPM1J PRDM1 PRF1 PRKAR2A PRKX PTGES2 PTPN13 PTPRJ PTTG1 RAP2A RBM47 REEP3 REEP5 RGS1 RGS2 RHEB RILPL2 RORA RPL39L RUNX2 S100A11 S100A13 S100A8 S100A9 S1PR5 SCFD2 SCRN3 SDF2L1 SEPTIN4 SERPINB9 SLC4A1AP SLC4A7 SMNDC1 SMPDL3B SNX10 SNX5 SPTY2D1 SRGN STARD10 SUB1 SYPL1 SYS1 SYT7 TBX21 TCEAL9 THEMIS2 TNFSF14 TTC39B TXNDC17 UBE2N YBX3 ZEB2 ZWINT ZYX GSE14000_4H_VS_16H_LPS_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14000_4H_VS_16H_LPS_DC_DN AASDHPPT ABHD15 ADTRP AGFG2 ANKRA2 ANO7L1 ANXA3 AP3S2 APBA3 ATG14 B4GALT7 BSDC1 BTN3A1 BTN3A2 BUB3 C12orf76 C2CD3 C9orf72 C9orf78 CBX1 CCDC137 CCDC77 CDK9 CELF2 CIAO3 CIP2A COMMD2 CSF2RA CSTF2 CTC1 CYP27B1 DDX28 DEPP1 DHX16 DIPK1A DNAJC9 ENTHD1 EOLA1 EOLA2 EPDR1 EPM2A FAM222B FBXW2 FEN1 FERMT2 FLT3 FLVCR1 FSTL1 GABPB1 GGH GID4 GLT8D1 GPKOW GPN2 GRSF1 GTDC1 H2AC18 H2AX H2BC4 H2BC6 H3C10 HCP5 HENMT1 HEXD HSD17B7 HSH2D IFITM2 JADE3 JPT2 KAT6B KCTD9 KDM2A KDM4A KLF5 KLHDC2 LAD1 LDHC LGALS3BP LHFPL2 LIN52 LINC01094 LMBR1L LRRC1 LRRC47 LYST MACIR MAP3K13 MARCKSL1 MBOAT2 MED7 MKRN2 MOAP1 MOB1A MOB1B MPV17L2 MRPL44 MRPL45 MRPL46 MRPS28 MTFR2 MTG1 MTMR4 N4BP2L1 NAXD NCBP3 NCOA6 NELFA NFATC2IP NFIL3 NIT2 NPIPA1 NSUN5 NUB1 NUP37 NUP50-DT NXT1 ORC3 PABPN1 PAQR3 PDRG1 PDS5B PEF1 PHF13 PHKB PHLPP2 PIAS1 PIAS3 PIGC PKNOX1 PLPP6 PML POLR2D POLRMT POT1 PTCD1 PTGR3 PXYLP1 RAB23 RALGAPA2 RASSF1 RBM34 RCOR3 REPIN1 RETREG3 RNASEH2B RNPS1 ROCK2 RPA2 RPAP3 RRP36 RSAD1 RUFY3 SCAMP1-AS1 SCO1 SERF1A SERPING1 SETDB2 SIMC1 SLC25A36 SLC38A5 SMAP2 SNAP47 SNAPC3 SNUPN SS18 STAG3 SUGT1 SUPT16H TBC1D22B TEDC1 TFCP2 THAP11 TMCC3 TMEM184C TMEM185A TMEM187 TMEM199 TMEM41A TPST1 TRADD TRAF5 TRMT112 TTI2 TTPAL UBE2R2 USP48 WRAP53 YARS2 ZBED10P ZC3HC1 ZDHHC13 ZFP41 ZMYND19 ZNF142 ZNF22 ZNF33B ZNF630 ZNF844 ZNHIT3 ZSCAN16 GSE14000_4H_VS_16H_LPS_DC_TRANSLATED_RNA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14000_4H_VS_16H_LPS_DC_TRANSLATED_RNA_DN ACTMAP ADAM19 ADTRP AGFG2 AGK AHR ARHGAP45 ARHGEF18 ATG16L1 AUH AVEN BDP1 BRD8 BSPRY C12orf76 C9orf40 CASC3 CASP6 CASP9 CCNL2 CDC16 CENPL CEP55 CEP68 CHST14 CLUAP1 COMMD2 CRACD CRAMP1 CSTA CTC1 CXorf58 CYB5A CYP27B1 DDX11 DEPP1 DHDDS DIPK1A DNAJC9 DVL2 EEF1AKMT3 EHHADH ELP2 ENTHD1 ENTPD7 EPB41L4A EPDR1 ERLIN1 EXOSC2 EZH1 FAM118A FAM222B FAN1 FANCL FBXL20 FDXACB1 FEN1 FERMT2 FLT3 FOXO1 FOXP1 FSTL1 GCSAM GGH GLT8D1 GRSF1 H2BC5 H4C8 HEMK1 HENMT1 HEXIM2 HMMR HSD17B1 INPP5E INSM1 IPCEF1 ITFG1 JADE3 JPT2 KAT6B KIAA0319L KIF2A KIF3A KLF5 KLF6 LIN52 LRRC1 LRRC47 LRRC8D LTV1 LXN LY75 MACIR MAPK8 MBOAT2 MCAM MIS18BP1 MKRN2 MRPL49 MRPS6 MTMR4 MUTYH MYH10 MYH11 N4BP2L1 NAA25 NAP1L4 NAP1L5 NBPF10 NELFA NFE2L1 NMRK1 NSD3 NUB1 NUDT18 OFD1 OGFOD1 P2RY8 PATZ1 PEDS1 PEX14 PHF13 PIAS3 PNMA1 POLR2A POT1 PPARG PPP1R26 PRC1 PRKAR2B PRKRIP1 PSTK PTCD1 PXYLP1 RAB23 RAB3IP RAC1 RAD50 RALGAPA2 RANBP3 RAP2B RBM4B RELL1 REPIN1 RHEBL1 RIC8A RNF2 RPL23AP7 RPUSD2 RUFY3 SEMA3C SETD6 SFRP4 SIK2 SIMC1 SIN3A SKP2 SLC22A23 SLC9B2 SLCO5A1 SMYD4 SNHG1 SNX11 SPOUT1 STIL SUPT3H SYNPO2 TBC1D13 TBC1D4 TFB2M THAP11 TIAL1 TM4SF1 TMCC3 TMEM268 TMEM41A TMUB2 TNFAIP1 TOGARAM1 TRAF5 TSC22D3 TSPAN13 TTC5 TWIST1 TWSG1 USP25 USP53 VAPA VPS33B WDR55 WHAMM YPEL5 ZFP1 ZFYVE1 ZNF22 ZNF43 ZNF444 ZNF77 GSE14000_4H_VS_16H_LPS_DC_TRANSLATED_RNA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14000_4H_VS_16H_LPS_DC_TRANSLATED_RNA_UP AAK1 ABAT ABCC4 ABCG2 ABHD2 ABL2 ACE ACTN1 AGL AGO2 AHCY ALDH6A1 ANAPC15 ARHGAP24 ARHGAP26 ARHGDIB ASAP1 ASPHD2 ATF5 ATM ATP11B ATP13A3 ATP1B1 ATP8A1 BLVRB BLZF1 BPNT1 BRWD3 BTG2 BTK C1orf162 CATSPER2 CBX7 CD93 CDC42EP3 CELA2A CLDN1 CLEC10A CLEC4G CLN3 CMTM3 COP1 CTNND1 CXCR1 CYB5R1 CYFIP1 CYP1B1 DNASE1L1 DNASE1L3 DNPH1 DOCK2 DTX4 EIF3K EMB EPAS1 ERMP1 ERRFI1 ESYT1 EVL EXOSC5 F13A1 FAM168B FBP1 FXYD5 GALM GAS7 GASK1B GCLC GLIPR1 GMFG GPD1L GRAMD2B GRHL1 GSN GSTT1 HACD2 HADHA HADHB HOMER1 HSD17B10 HTT HUWE1 ICAM3 IL17RA IL1R2 IL1RAP ITGAM ITGB5 JAZF1 KRT17 LAMC1 LINC00960 LMNA LRMDA MAP1S MAP2K3 MAP4K1 MBNL1 MEGF9 MGMT MGST2 MIR101-1 MIR3142HG MKNK1 MS4A6A MSRA MYO1E NAGA NCF2 NCOA7 NDUFAF2 NDUFB6 NEMP1 NFKBIZ NLN NLRP1 NRP1 NXN P2RY6 PARVG PCYT1A PEAK1 PECAM1 PEMT PGK2 PKIB PLA2G4A PLAT PLEKHO2 PLS3 PLXDC2 PON2 PPARD PPT1 PRKD3 PRKX PTGS1 PTX3 PYCARD PYROXD2 QPRT RAB7B RARA RGS10 RIN3 RNASE6 RPL24 RPL27 RPS4Y1 RPS9 RXRA S100A4 SCARB1 SDF2L1 SGMS2 SH3GL1 SKAP2 SLC2A3 SLC38A6 SLC47A1 SNX29 SPCS3 SRSF6 STX12 SYNE3 TACC1 TAPT1 TARBP1 TIMMDC1 TLE3 TLNRD1 TM6SF1 TMC7 TMEM121B TMEM45B TNC TPMT TRAF3 TRPS1 TSC1 TSPAN32 TTC3 TTC39B UBA52 UBASH3B UGGT1 UQCRB USP9X VPS9D1 WWC3 YIF1B ZC3H12C ZC3HAV1 ZNF106 ZNF501 ZNF710 GSE14000_4H_VS_16H_LPS_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14000_4H_VS_16H_LPS_DC_UP AAK1 ABHD14B ABL2 ACTN1 ACTR2 AHCY AMPD2 ANXA10 AP1B1 AP1S2 APOM ASPHD2 ASRGL1 ATF6B ATM ATP13A3 ATP1B1 ATP5MC1 ATP5PB ATP5PD ATP5PF ATP6AP2 ATXN1 BLVRB BTG2 CALML4 CARD19 CBL CD33 CD99P1 CDC42EP5 CENPW CIITA CLCN5 CLCNKB CLDN4 CLTC COMMD6 COP1 CRYL1 CSK CUTA CYFIP1 DAP DCLRE1C DGAT1 DGKH DIP2B DNASE1L3 DNPH1 DTX4 EFCAB14 EIF3K EMB EPAS1 EPOP ESYT1 EVL F13A1 FAM120A FAM168B FCER2 FLT1 FNDC8 GALM GALNT1 GALR3 GAPVD1 GARNL3 GARS1 GASK1B GGCT GLIPR1 GPBAR1 GPM6A GRP GSTT1 HOMER1 HTT IL17RA IL1R2 IL1RAP IQSEC1 KLF9 KLK14 KRT17 LIMS1 LMAN1 LRMDA LRRC4 LSMEM2 LTA4H LTB4R MACROH2A1 MAP1S MAP4K1 MBNL1 MEGF9 METTL22 MGST2 MIR924HG MKKS MKNK1 MORN2 MPC1 MPP1 MSRA NCOA7 NCR3 NDUFA4 NDUFB1 NDUFB2 NDUFB6 NDUFV1 NEMP1 NIPA2 NRP1 OASL OSGIN1 P2RY6 PANK3 PARP14 PARP4 PARVG PCGF3 PDK3 PEPD PIP5K1C PKD1 PLA2G4A PLEKHB2 PON1 PON2 PRKX PTPN11 PTPRH QPRT RAB5A RAB7B RARG REV3L RIDA RIGI RIN3 RLIM RNF130 RPL22 RPL23A RPL30 RPS11 RPS12 RPS13 RPS3A RRM2B RTN3 RUNX1 RXRA S100A4 SAMHD1 SCGB1A1 SCP2 SDHC SEPTIN9 SKAP2 SLC25A5 SLC27A1 SLC2A3 SLC46A3 SNX29 SPCS3 SRPK2 SRXN1 SV2B SYNE3 SYNGR4 TBC1D5 TECR TMED10 TMEM154 TMEM33 TMX2 TNC TNF TPMT TPT1P8 TSPAN32 UBASH3B UGGT1 UQCC5 UQCRH VAMP8 VPS37B VPS9D1 WDFY3 ZC3H12C ZC3HAV1 ZNF426 GSE14000_TRANSLATED_RNA_VS_MRNA_16H_LPS_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14000_TRANSLATED_RNA_VS_MRNA_16H_LPS_DC_DN ADIPOQ AIDA ANAPC16 ANKRD40 AP3S1 APH1A ARHGEF25 ARIH2 ARL5A ARPC5L ARRB2 ASGR1 BLCAP BOD1 BOLA3 BRI3 C19orf12 C4orf3 C7orf50 C9orf85 CAMTA1 CCNQ CD37 CDC26 CDKAL1 CHURC1 CISD2 CMPK1 CNOT7 COMMD6 COMMD7 COX20 CRNDE CSNK1G2 CYB561 DPH3 DTD2 DUSP3 EI24 EIF4EBP2 EMP3 ENSG00000289161 ENSG00000291107 ESRRA FAM120AOS FAM220A FAM222A FBXO24 FGFR1OP2 FKBP6 GABPB1-IT1 GOLGA7 GPR160 GTF2H3 GTF2IRD2 GTF3A GUK1 HDHD5 HIKESHI HMGN1 HMGN4 HOMER2 ICMT IER3IP1 IL7 ITGA2 ITGAE JOSD1 JTB KATNBL1 LAMTOR1 LINC00477 LINC00662 LINC01094 LRRC3B LSM12 LSM4 LST1 LYRM4 MAIP1 MBNL1 MBOAT2 MIEN1 MIR155HG MMD MOSMO MRPL14 MSC-AS1 MZT1 NACA2 NAT16 NDUFA4L2 NFKBID NUDT14 NUDT3 NXT1 ORAI2 ORMDL1 PARP6 PCIF1 PCP2 PDLIM2 PID1 PIGH PIGY PLEKHJ1 POLE4 POLR2D PPDPF PRAM1 PRR32 PRR4 PRXL2C PSCA PTEN PTP4A2 PTPRO RAB31 RAB3C RALGAPA2 RBMS2 RFFL RHOQ RNF11 RPL10L RPL10P17 RPL13P5 RPL23 RPL23AP32 RPL27 RPL30 RPL31 RPL36 RPL37A RPL38 RPL39 RPLP2 RPS11 RPS12 RPS17 RPS2 RPS9 RWDD1 SDCBP2-AS1 SDF2L1 SELENOH SELENOM SEPTIN7P2 SERF1A SERP1 SLC35D2 SMDT1 SMIM19 SMIM8 SMUG1 SNF8 SNHG16 SNHG6 SNX3 SPATC1L SSNA1 SSU72 STARD3NL STMP1 STYX SURF1 SVBP SVIP TAF10 TAX1BP3 TBPL1 TMA7 TMED2 TMEM219 TMEM42 TMIE TP53TG1 TRIM69 TXNL4A UBA52 UBE2D2 UBE2F UBXN2A VTI1B WAC-AS1 WSB2 WTAP YPEL3 ZDHHC2 ZDHHC4 ZFAND2B ZFYVE21 ZNF273 ZNF688 ZNF706 ZSWIM7 GSE14000_TRANSLATED_RNA_VS_MRNA_16H_LPS_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14000_TRANSLATED_RNA_VS_MRNA_16H_LPS_DC_UP ABCB8 ACADSB ADAM18 ADAM32 AKNA ALDH5A1 ALDH6A1 ANXA10 ANXA2P1 AP1G1 ARHGEF18 ARSL ASB16 ATF6B ATN1 ATP9B BAHCC1 BANF2 BICRA BMS1P1 BRD3OS C1orf109 CACNG2 CAMKV CASP9 CCDC169 CENPF CFAP20 CHRNA2 CHST14 CHST4 CIT CNTN2 CPA3 CRAMP1 CRELD2 CSTPP1 CTPS1 CXorf58 CYP2B7P CYP4F30P D21S2088E DCP1B DIAPH1-AS1 DNAJA3 DNAJB12 DNMBP DPCD DPP10 DPY19L3 DRC1 ETV1 EXO1 EXOC3L1 F13B FAM166A FAM201A FANCG FBXL12 FGFRL1 FITM2 FLCN FLRT3 FMNL3 FOXJ2 FTO GDF9 GEMIN4 GK2 GLIS1 GLT8D2 GMEB2 GPM6A GPR6 GSTA4 H2AP HNRNPD HOOK2 HOXA5 HOXD11 IKBKG ILDR2 INTS4P1 INTS8 IRAG1-AS1 KCNT2 KRTAP8-1 LEMD1 LGALS13 LINC00174 LINC00852 LINC00880 LINC02796 LRATD1 LRRC15 LRRC8A LTV1 MAGEC1 MCHR2-AS1 MICAL3 MIPEP MPLKIP MPPE1 MRPS31 MRPS5 NCSTN NEO1 NIF3L1 NPHP3 OBP2A OPRM1 OR10A3 OR2B6 P2RY13 PALD1 PARP2 PCED1B PDE10A PDHA1 PEX5 PHKA2 PKP2 PPP1R27 PRG4 PRSS35 PSG4 RAB8B RAG1 RAVER2 RBMY2FP RFESD RIOX1 RNF175 RNF183 RNF186 RNLS RTP5 RYR3 S100A7 SAMD11 SCGB1D1 SCLY SCRIB SDC1 SEMA4F SERPINB13 SGSM2 SLC17A3 SLC25A17 SLC25A48-AS1 SLC26A11 SLC29A3 SLC38A4 SLC41A3 SLC51A SLC8A3 SSX2IP SVOPL TAS2R39 TBC1D22A TEX37 TGOLN2 TIMM23B TMEM190 TMEM232 TMEM247 TNK2-AS1 TNKS TP63 TRIM64EP TTC13 UHRF1 UNKL USP36 VPS52 VRK1 WDR19 WDR64 WFDC12 YAE1 YARS1 ZBTB20 ZNF135 ZNF471 ZNF830 ZNF862 ZNF891 ZWINT GSE14000_TRANSLATED_RNA_VS_MRNA_4H_LPS_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14000_TRANSLATED_RNA_VS_MRNA_4H_LPS_DC_DN ACVRL1 AKIRIN1 AMZ2 ARL2BP ATG5 ATP5PF BAG1 BCL7B BORCS8 C17orf49 C19orf25 C1orf43 CACNG5 CAPN15 CARD19 CCDC154 CCNYL1 CD99 CD99P1 CDC26 CFAP95-DT CHGB CHMP6 CIAO2B CMC2 CMPK1 COX17 COX20 CRYM CSNK1E CWC15 DAP DLX4 DNAJC15 DNAJC19 DPH3 EEF1B2 EEF1G EGR4 ELOB EOLA1 EOLA2 EPHA4 ERBB3 ETFRF1 FGF21 FNDC8 FOXN3-AS1 FRMPD1 FUOM GNG5 GOLGA7 GPX1 GTF2A2 GUK1 H2AZ2 HAUS2 HMGN2 HOXB1 HP ILF3-DT JAGN1 JPX KATNBL1 KIRREL2 KLK14 LASP1NB LINC01101 LINC01588 LRRC10B LSM12 LST1 LYPD6B MANBAL MAP1LC3A MCUR1 MFAP4 MKKS MOSMO MRPL14 MRPL23 MSANTD3 MSRA MYOD1 MZT2A NAXE NBDY NDUFA11 NDUFA2 NDUFAF3 NDUFB1 NEDD8 NENF NKIRAS2 NOTCH2NLA NUP210P1 OPN3 OR5I1 ORMDL1 OST4 PAPOLA-DT PARP6 PCGF3 PDE1B PDZD8 PER1 PERM1 PHPT1 PIGY PKIB PLXNB3 PNCK PNN POLR2D PPDPF PPP3R2 PRELID1 PRELID3B PRMT2 PRR4 PRXL2C PTP4A2 PTPRO PTS RAB12 RAB5A RAC1 RAP1A RAP2A RARB RBCK1 RGS10 RHEB RHOG RIBC1 ROMO1 RPL12 RPL13P5 RPL22 RPL23A RPL30 RPL36 RPLP0 RPLP1 RPP14 RPP25 RPS14 RPS17 RPS27 RPS28 SEC11C SERF2 SERP1 SLC35B1 SLC66A3 SMCO4 SMG7 SMIM12 SNORA71B SNTA1 SP8 ST3GAL4 STARD3NL STMP1 SVBP SYNGAP1 TAF10 TBPL1 TMED2 TMEM147 TMEM14B TMEM167A TMEM184C TMEM230 TMSB10 TNFRSF12A TNNT3 TP53TG1 TPM4 TPT1 TRAPPC10 UBE2D2 UBE2Q2 UBXN2A UQCR11 UQCRQ VAPB WNT10B ZDHHC4 ZFAS1 ZNF273 ZNF510 ZNF585A ZNF81 GSE14000_TRANSLATED_RNA_VS_MRNA_4H_LPS_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14000_TRANSLATED_RNA_VS_MRNA_4H_LPS_DC_UP ABHD17C ACAP2 AFG3L2 AGPS ANAPC4 ARHGEF18 ARHGEF7 ARMT1 ATP6V0A2 BAG3 BUD13 C1GALT1C1 C1orf131 C20orf202 CCAR1 CCDC93 CDK11A CELA2A CELF2 CETN2 CIP2A CNDP2 CNOT2 CPSF2 CRYZL1 CSRNP2 DBR1 DCAF13 DCP1B DDX19A DDX46 DDX52 DHX29 DHX40 DNAJB12 DNAJC8 DPP8 DUSP11 EIF2B5 EIF3J ELOA2 ELP4 ERCC3 ETFDH EXOSC10 EXOSC8 FASTKD1 FASTKD2 FBXO33 FCAMR FEN1 FKBP3 GCLM GFM2 GLCCI1 GPKOW GRK5 GTF3C3 GTPBP4 H2BC11 HECTD1 HEXIM1 HMGN5 HNRNPD HNRNPDL HTATSF1 HYLS1 IFT43 INSYN2A INTS13 INTS8 ISL1 KANSL2 KAT2A KATNA1 KDM2A KDM2B LANCL2 LBP LLPH LONP2 LRRC47 MAP3K7 MCTS1 MED19 MED27 METTL13 MFN1 MICU2 MMP10 MOAP1 MON1B MPHOSPH6 MPHOSPH8 MRFAP1 MRPL45 MRPS18A MRPS28 MSTO1 MTM1 N6AMT1 NAA35 NASP NAT1 NCBP3 NDUFAF1 NFATC2IP NIFK NPM1 NSDHL NSMCE2 NUBP1 NUMB NUP37 OAT OXSM PDCL PDHX PDPK1 PEX3 PIK3C3 PMPCB PMS2P2 POLR2B PPIG PPM1D PPWD1 PRMT3 PRRC1 PSMB1 PSMD1 PTPN11 PTRH2 QTRT2 RABGGTB RASA1 RBM28 RBM8A RIOK1 RIOK2 RNLS RPAP3 RRP15 RSBN1L RSC1A1 RUFY1 SART1 SCO1 SCYL3 SEC62 SERBP1 SERPINB5 SHQ1 SLC4A1AP SMARCA4 SMARCE1 SMC6 SMG8 SNX2 SPDL1 SUPT16H TADA1 TASOR2 TCERG1 TJAP1 TMCO1 TOPBP1 TRAF5 TRAPPC11 TRIM27 TRNT1 TTC14 TTI2 TUT4 UBA2 UEVLD UIMC1 UPF3B UPRT USP2 USP25 USP48 UTP11 VRK1 WDR4 YARS2 YJU2B ZBED5 ZC3HC1 ZCCHC8 ZFYVE26 ZNF280C ZNF326 ZNF627 ZNF680 ZNF711 ZNF776 ZSCAN29 ZSCAN9 GSE14000_TRANSLATED_RNA_VS_MRNA_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14000_TRANSLATED_RNA_VS_MRNA_DC_DN A1BG ACSM3 ADAP1 ADAP2 ANKRD39 AP5S1 ARL2BP ARL5A ARPC1A ATP5F1E ATP6V1C2 B4GALT7 BATF3 BCL7B BCL7C BID BRI3 C17orf49 C2orf68 C4orf48 C7orf50 CCNQ CD99 CDC42EP5 CELA1 CHST8 CIDEB CISD3 CNOT9 COX20 CPSF4 CRTAP CTDNEP1 DAP DEAF1 DHRS12 DNAAF8 DNAH17 DNAJC22 DUSP23 DUSP3 EEF1B2 EEF1D EIF3L EIF4B ENSG00000289161 ENTREP3 EPHB4 EPRS1 FAM200B FOLR3 FOXB1 GDE1 GNG5 GPR12 GPX4 GTF3A GTPBP6 GUK1 H1-9P HACD4 HIKESHI HOXB1 HPCA IDS IFT20 IGBP1 IGDCC3 IGLON5 IMPDH2 JTB KCNJ10 KDELR2 KRBA2 KY LAMTOR1 LSM10 LSM12 LST1 LZIC MAN1B1-DT MAPK11 MED14OS METTL26 NAA38 NAXE NDUFAF3 NDUFB10 NOP53 OR3A3 ORAI2 ORMDL1 OST4 PABPC1 PABPC4 PARP6 PDCD5 PDIA2 PIGY PLPBP PLPPR2 POP7 PRMT2 PROSER3 PTCHD3P1 PTP4A2 PTPN18 PTPRO RACK1 RNF7 RPL10 RPL10L RPL11 RPL12 RPL13A RPL13P5 RPL17 RPL18 RPL19 RPL21 RPL23 RPL23A RPL26 RPL30 RPL32 RPL35 RPL36 RPL39L RPL4 RPL8 RPLP0 RPLP1 RPLP2 RPS10 RPS10P5 RPS11 RPS12 RPS13 RPS14 RPS15A RPS18 RPS25 RPS3 RPS5 RPS6 RPSA RPUSD1 RWDD1 RXYLT1 SDF2L1 SERP1 SIGLEC17P SLC25A51 SLC25A6 SLC29A4 SLC35D2 SLC4A5 SLC9C2 SMIM12 SMIM20 SNX3 SPG21 SSNA1 SSU72 ST6GAL2 STX10 SURF1 SYS1 TAL2 TBPL1 TLCD3B TMEM134 TMEM141 TMEM147 TMEM219 TMEM222 TMEM250 TMEM42 TMIGD2 TP53TG1 TRAF7 TRAPPC3 TYW3 UQCC3 UROS VHL YBX1 YPEL3 ZC3H12A-DT ZDHHC4 ZFYVE21 ZNF32 ZNF511 ZNF688 ZNF91 GSE14000_TRANSLATED_RNA_VS_MRNA_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14000_TRANSLATED_RNA_VS_MRNA_DC_UP AARSD1 ACD ACP3 ACSL1 ACTL6A ACTR3 AKAP8 AKR7A2 ALG2 ANKHD1 ANKRA2 ANKZF1 ARFGAP3 ARGLU1 ARHGEF3 ARID1A ASH2L ATP6V1C1 ATP6V1E1 BAG3 BBS10 BCS1L BEST4 BUD13 C8orf76 CALM2 CBR4 CDC73 CDK5RAP1 CEP76 CETN3 CORO1C COX11 CRAMP1 CTPS2 DBR1 DCAF13 DCTN6 DDX39A DDX55 DNAJA3 DTNBP1 DUSP11 EBNA1BP2 EHHADH EIF2B3 EIF2B5 EIF2S1 EIF3J EIF4E ELP4 EMG1 EPS8 EXOSC8 FAHD1 FANCB FOCAD FOXK1 FOXRED1 FTO GAR1 GART GBE1 GORAB GRPEL1 GRSF1 GSPT2 HAUS7 HAUS8 HIF1AN HIRIP3 HMCES IARS1 ICA1 INPP5F KAT5 KCTD7 KDM2B LARP1B LDHA MCEE MCM6 MCTS1 MED26 MED27 MNAT1 MPHOSPH6 MPLKIP MRPL13 MRPL16 MRPL32 MRPL46 MRPL47 MRPS23 MRPS28 MRPS31 MRPS5 MTM1 N6AMT1 NAF1 NAT1 NAT10 NDUFA12 NDUFA6 NDUFA8 NDUFAF1 NECAP1 NIP7 NOL4L NOP2 NSUN3 NUP107 NUSAP1 NXF1 OAT OSBPL9 PATL1 PDCL PDE8A PDIA5 PEX14 PFDN4 PGAM1 PGM2 PGM3 PJA1 PLEKHM3 POLR1B POLR1F POLR2G POLR3E PPP1R7 PRDX6 PRPF38A PSMA2 PSMA3 PSMA6 PSMB1 PSMD11 PSMD12 PSMD14 PTCD3 PTGER4 PTGR1 RAB11A RACGAP1 RAE1 RBM12 RBM34 RBM6 RFC3 RHOBTB3 RINT1 RIOK1 RIOX1 RPL26L1 RRP15 RTP4 SAE1 SAP18 SAP30BP SARNP SCRIB SMARCAD1 SMYD3 SNRPA1 SNRPB2 SPDL1 SPOUT1 STK17A SUPV3L1 TARS1 TBCC TEFM TFDP3 TFG TMEM199 TRAPPC6A TRMO TSPYL5 TTC30B TTC4 TTF2 TWNK TXNDC9 U2AF2 UCHL5 UTP11 VPS33A WBP4 WDR20 WHAMM WRN XRCC4 YARS2 ZC3HC1 ZNF112 ZNF326 ZSCAN18 ZWINT GSE14000_UNSTIM_VS_16H_LPS_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14000_UNSTIM_VS_16H_LPS_DC_DN ACSL1 ADAM19 ADAR ADTRP AGFG2 AIDA ALOX15B AMD1 ANO7L1 APOL2 ARHGEF11 ARL8B ATF7 BATF2 BHLHE22 BST2 BTG3 C2orf49 C4orf46 CASP7 CD274 CD86 CDC73 CDK2 CDYL2 CEP135 CFLAR CHST7 CIP2A CKAP4 CLEC2D CMPK2 CMTR1 CNOT4 CNP COQ10B CR1L CYP27B1 CYRIA DAPP1 DCP1A DEPP1 DHX58 DNAAF1 DNAI3 DRAM1 DTX3L EBI3 ECE1 ELL2 ENTPD7 EOLA2 ETV3 EZH2 FSTL1 FTH1 FUT4 GABPB1 GADD45B GCH1 GJB2 GMPR GOSR1 GPD2 GRAMD1A GRB10 GRSF1 GTPBP1 H2BC21 H2BC4 H3C10 H3C6 HCP5 HILPDA HMGCS1 HSD17B7 HSH2D IFI35 IFI44 IFIH1 IL15 IL7 IQCG IRF2 IRF7 IRF8 IRF9 JAK3 KIAA0040 LAMB3 LDHA LILRA3 LINC00847 LSS LY6E LYST MASTL MBD2 MECP2 MFN1 MICB MIER1 MKLN1 MRPL32 MSC MSN MT1HL1 MT1X MT2A MVB12A NABP1 NADK NAMPT NCK2 NEK8 NFATC2IP NFE2L1 NFKBIA NFKBIZ NOC3L NUB1 NXT2 OAS1 OSER1 PARP12 PARP9 PGM3 PHLPP2 PI4K2B PIM1 PIM3 PIWIL4 PLAGL2 PMAIP1 PML PPP1R15B PRPF3 PRRG4 PSMA2 PSMB2 PSME1 PTK2B RAB30 RAB8B RABGAP1L RALGAPA2 RASSF4 RBX1 RHOH RIPK2 RUFY3 RUNX3 SAP18 SAP30BP SERF1A SFT2D2 SGPP2 SLAMF7 SLC25A28 SLC31A2 SLC38A5 SLC41A2 SLFN12 SMAD6 SMAP2 SMG5 SS18 ST3GAL5 STARD4 STARD5 STAT5A STX17 TARS1 TBC1D13 TBC1D22B TDRD7 TEDC1 TNFAIP1 TNFAIP2 TNFAIP6 TNFRSF9 TNFSF10 TPST1 TRADD TRAF1 TRAF3IP2 TRIM21 TRIM26 TRIP10 TTYH2 TUBB2A TUBB3 UBE2Z USP11 USP53 WHAMM WTAP ZFAS1 ZFTA ZNF621 GSE14000_UNSTIM_VS_16H_LPS_DC_TRANSLATED_RNA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14000_UNSTIM_VS_16H_LPS_DC_TRANSLATED_RNA_DN ABTB2 ADAM19 ADTRP AGFG2 AIM2 AKT3 APOBEC3A APOBEC3G APOL6 ARAP2 ATF3 B4GALT5 BCL2A1 BCL2L14 BIRC3 BRIP1 BRPF3 C19orf12 C1QTNF1 C1orf21 C3orf52 C4orf46 C5orf15 CCL20 CCL4 CCL5 CCL8 CD274 CD38 CERS6 CFLAR CKAP4 CLEC2D CMPK2 CNOT4 CNP CNTLN CPEB2 CR1L CRLF2 CTC1 CXorf58 CYB5A CYP27B1 CYRIA CYTIP DEPP1 DNAAF1 DNAH3 DNAI3 DNAJC6 DRAM1 DYNLT1 EAF2 EBI3 EEF1AKMT3 EHHADH EIF2AK2 ENTPD7 EPDR1 ETV1 FAM222B FERMT2 FOXP1 FSD1L FUT4 GABPB1 GBP1 GCH1 GCSAM GGH GMDS GMPR GP1BA GPR157 GRB10 GRSF1 GTPBP1 GUCY1B1 H2BC21 HERC5 HERC6 HESX1 HILPDA HMGCS1 HMGXB3 IDO1 IFI44L IFIH1 IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 IL15 IL2RA INPP5E INSL4 IRAK2 IRF7 ITGB8 KIF2A KIR2DS2 LILRA3 MACIR MAPK8 MARCKSL1 MASTL MELK MIA MICB MIR155HG MTMR4 MX1 MX2 MYH11 N4BP2L1 NAA25 NADK NBN NEURL3 NEXN NFKBIZ NLRC5 NOC3L NR4A3 NSD3 NT5C3A NUB1 OAS2 OAS3 OR52K3P PARP12 PDE4B PDGFRL PHF11 PI4K2B PLA1A PLAT PMAIP1 PNRC1 PRRG4 RAB23 RAB29 RAB30 RAB9A RABGAP1L RALGAPA2 RSAD2 RUNX3 SAMD9L SFT2D2 SGPP2 SHFL SIMC1 SLAMF7 SLC31A2 SLC9B2 SLCO5A1 SNX11 SOD2 SP100 STARD4 STAT2 SUCO SUPT3H TBC1D13 TGM1 TMCC3 TMEM268 TMEM41A TNFAIP1 TNFAIP2 TNFAIP6 TNFRSF9 TNFSF10 TNIP2 TOR1B TRANK1 TRIM56 TRIM69 TSPAN13 TTYH2 TUBB2A TWIST1 TXNL4B UBE2Z UEVLD USP18 USP25 VAV2 WARS1 WHAMM YPEL5 ZNF22 ZNF32-AS3 ZNF442 GSE14000_UNSTIM_VS_16H_LPS_DC_TRANSLATED_RNA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14000_UNSTIM_VS_16H_LPS_DC_TRANSLATED_RNA_UP AAK1 ABAT ABI2 ACADSB AGBL5 AGO1 AGO2 AHCY ALDH6A1 AMPD2 ANAPC7 APBB1IP APOOL ARHGAP9 ARHGDIB ARL3 ARPIN ARRB1 ARV1 ASAP1 ATL3 ATP8A1 ATP8B4 ATP9B ATPSCKMT BAG5 BAIAP2 BAIAP2-DT BIVM BRI3BP CAMK2G CCDC6 CD33 CHEK2 CLEC10A CNRIP1 COP1 CRYL1 CTTNBP2 CYB5R1 CYFIP1 DGKD DHRS9 DOK1 DOK3 DUSP7 ELMO1 EMB EPAS1 ERMP1 EVL EXOSC5 FAM168B FAM172A FAM78A FBP1 FBRSL1 FITM2 FOXJ2 FOXN3 FRAT2 GAB3 GLIPR1 GMFG GPATCH11 GPD1L GSN GSTT1 GXYLT1 HACD2 HADH HADHA HDAC4 HMBOX1 HNRNPA0 HOOK3 HVCN1 IER5L IL16 IRAG2 KBTBD6 KCTD10 KIAA0930 KLHL8 LIMS1 LINC02035 LIX1L LRPPRC LRRC8A MAN2A2 MAP3K3 MCEE METTL21A MFF MGME1 MGST2 MGST3 MOB3B MRPL3 MRPL48 MRPS5 MSTO1 MTMR10 MYCL NAB2 NACC2 NCF2 NCKIPSD NDUFA5 NFATC3 NMNAT3 NUDT16L1 NUDT6 ORAI3 OSGEPL1 PANK3 PDLIM2 PECAM1 PEX5 PFAS PINK1 POLD1 PPARGC1B PPOX PREPL PTPN4 PWWP2B PYCARD QPRT RAB31 RACGAP1 RFC5 RGS18 RIN3 RRP1B RRS1 RUNX1 RUVBL2 RXRA SACS SFXN3 SGSM2 SHB SKAP2 SLC19A1 SNX30 SOCS7 SORD SPCS3 SRSF6 STK32C SUPV3L1 SYNJ2BP TACC3 TARBP1 TBC1D5 TCFL5 TDRKH TIMM21 TIMMDC1 TM6SF1 TMEM45B TMEM9 TMF1 TOX TPST2 TRAF3 TRERF1 TRIT1 TSC1 TSEN2 TTC13 TTC3 TTLL12 UBASH3B UBE4B UGGT1 USP22 UTP11 VCL VGLL4 VPS45 WWC3 YIF1B ZBTB44 ZBTB8A ZCCHC14 ZCCHC24 ZMAT3 ZNF106 ZNF112 ZNF217 ZNF362 ZNF573 ZNF623 ZWINT ZYG11B GSE14000_UNSTIM_VS_16H_LPS_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14000_UNSTIM_VS_16H_LPS_DC_UP ABHD10 ACP6 AGO2 ARHGAP9 ARL2 ARL3 ARL6IP4 ARMC10 ATP2A3 ATP5MJ ATP5PB ATP5PD ATXN1 BLCAP BRD3 BRI3BP C15orf61 CAMK1 CARD9 CCDC86 CCNB1IP1 CCNY CD33 CHD9 CISD1 CMTM4 COPS3 COX7C CROT CRYL1 CTNNBIP1 CTNS CUTA CYB5R1 DEPTOR DGAT1 DGKH DMAC1 DTWD1 EIF3K EIF4EBP2 EMB EPRS1 ERCC8 ESRRA ESYT1 FAM168B FGFRL1 FH FOXJ2 FZD2 GAS2L1 GAS2L3 GAS7 GBA2 GIT2 GPAA1 GPRASP2 HACD2 HADH HAUS4 HOMER3 HS2ST1 HSBP1 IDE IFT20 IL16 IL17RA IL27RA INPP5A INPP5K IRAG2 ITPRIPL1 JTB KAT8 KATNB1 KIAA0930 KIAA2013 KIF9 KLHL8 LIMS1 LINC00324 LINC00957 LINC02035 LRMDA LRRC8A LSM10 MAP1A MAP2K5 MAP3K3 MAPK9 MAPKAPK3 MBNL1 MICOS10 MKKS MOB3B MOSPD1 MPG MRM2 MTARC1 MYG1 NCLN NDRG3 NDUFAF8 NDUFB1 NDUFB6 NDUFS3 NICN1 NOL9 OIP5-AS1 PABPC4 PANK3 PARVG PECAM1 PFAS PIP4K2B PLEKHG4 PLXNB2 PMFBP1 PRADC1 PRDM15 PREPL PRKX PSMG3 PTDSS1 PTGS1 PYROXD2 QPRT RAB31 RAB4A RIN3 RNF166 RPL13A RPL19 RPL22 RPL26L1 RPL27A RPL29 RPL7A RPS13 RXRA SASH3 SATB2 SCARB1 SEPTIN9 SHB SKAP2 SLC12A9 SLC25A44 SLC26A2 SMARCD2 SMDT1 SMIM19 SNHG29 SNX29 SNX5 SPCS3 ST13 STARD3 STK32C STX10 STYXL1 SUOX SYNJ2BP TBL1XR1 TCFL5 TCTN3 TIGAR TIMM9 TMED10 TMEM126A TMEM14C TMEM245 TNFRSF10D TPST2 TRAPPC2L TRIB2 TRIT1 TSPAN32 TTC3 TUBGCP2 TUFM TXN2 UQCC5 UQCR10 UQCRH USP22 VCL VPS37B VPS45 VSIR YIPF1 ZBTB8A ZCCHC24 ZMAT3 ZMYM3 ZNF252P GSE14000_UNSTIM_VS_4H_LPS_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14000_UNSTIM_VS_4H_LPS_DC_DN ACSL1 ADAR ADPRS AMD1 APOBEC3A APOL6 ARHGAP22 ATF3 ATF5 ATF7 BATF2 BCL2A1 BCL2L14 BRIP1 BST2 BTG2 CARD19 CASP7 CATSPERZ CCL1 CCL4 CCL5 CD274 CD80 CFLAR CKAP4 CMPK2 CNP CNTLN COQ10B CSRP2 CXCL11 DDX60L DNAAF1 DNAI3 DNAJB4 DTX3L DUSP5 DYNLT1 EEF1AKMT3 EIF2AK2 ELL2 ENSG00000289047 EPOP EPSTI1 ETV7 EXT1 FAM135A FBXO7 FSD1L FUT4 GBP1 GBP2 GBP5 GCH1 GMPR GPD2 GRB10 HERC5 HESX1 HSH2D IDO1 IFI27 IFI35 IFI44 IFI44L IFI6 IFIH1 IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 IFNA2 IL15 IL1B IL7 IL7R INO80D IRF1 IRF1-AS1 IRF2 IRF7 IRF9 ISG15 ISG20 KIAA0040 KLF9 KMO KYNU LILRB1 LINC01588 LRRFIP2 MAK MAP3K13 MCOLN2 MELK MFN1 MIA MICB MIER1 MIR155HG MIR3945HG MSC MT1X MT2A MVB12A MX2 MYD88 NABP1 NAMPT NBN NCOA7 NECTIN3 NEMP1 NEURL3 NFAT5 NFKBIA NFKBIZ NINJ1 NLRC5 NR4A3 NT5C3A NUB1 NUPR1 NXN OAS1 OAS2 OAS3 OASL PARP14 PARP9 PI4K2B PIM3 PIWIL4 PLA2G4A PLAT PLEK PMAIP1 PML PNPT1 POGLUT1 PPM1K PPP2R2A PSMB9 PTGER4 RAB12 RAB5A RARG RECK RHEBL1 RIGI RTP4 RUNX3 SAMD4A SERPING1 SFT2D2 SGPP2 SHFL SLAMF7 SLC31A2 SLC41A2 SMCO4 SOD2 SP110 SRGAP2 ST7-AS1 STAP1 STARD5 TARS1 TDRD7 TFEC TMEFF1 TMEM140 TMEM268 TNC TNFAIP2 TNFAIP6 TNFSF10 TNFSF15 TRAF1 TRAFD1 TRIM21 TRIM26 TTC39B TXNL4B TYW5 UBE2L6 UBE2N UBE2Z UBXN2A USP18 WARS1 WTAP XAF1 ZC3H12C ZNF189 ZNFX1 ZNG1A GSE14000_UNSTIM_VS_4H_LPS_DC_TRANSLATED_RNA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14000_UNSTIM_VS_4H_LPS_DC_TRANSLATED_RNA_DN ACSL1 ADAMTS10 ADGRL3 ADPRM AIM2 APOBEC3A APOBEC3G APOL6 ARHGAP22 ATF3 ATF5 ATP10A ATP6V1G3 BATF2 BCL2A1 BCL2L14 BIRC3 BLZF1 BMP2 BRIP1 C1GALT1 CA13 CACHD1 CASP7 CCKAR CCL1 CCL4 CCL5 CCL8 CD274 CD38 CD48 CD80 CDK17 CDKL1 CELA1 CFLAR CGAS CKAP4 CMPK2 CNP CR1L CSRNP2 CSRP2 CTXN1 CXCL11 CYP27B1 DACT3 DBH-AS1 DCP1A DDN DDX60L DEFB124 DNAAF1 DNAJC22 DRAM1 DTX3L DUSP5 DYNLT1 ELF4 EPSTI1 ERRFI1 ETV7 F3 FAM135A FERMT2 FNDC5 FSD1L FUT4 GBP1 GBP2 GBP5 GCH1 GMPR GPD2 GRB10 GRHL1 GTPBP1 HERC5 HERC6 HOMER1 HOXB1 HS3ST3B1 IDO1 IFI27 IFI44 IFI44L IFIH1 IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 IGLON5 IL15 IL15RA IL1B IRAK2 IRF1 IRF1-AS1 IRF7 ISG15 ISG20 ITGB8 LILRA3 LILRB3 LINC01191 LINC01588 LY6K MAPK11 MASTL MCOLN2 MELK MFN1 MICB MIR155HG MT1HL1 MTHFD2 MX1 MX2 MYD88 NAMPT NCOA7 NEMP1 NEURL3 NFKBIZ NIM1K NLRC5 NR4A3 NT5C3A NUB1 NUPR1 NXN OAS1 OAS2 OASL OSM OVOL3 PARP9 PDGFRL PI4K2B PLAT PLPPR2 PLS3 PMAIP1 PNPT1 POM121L12 PPM1K PTGER4 RAB29 RECK RHEBL1 RIGI RSAD2 RTP4 SDR9C7 SELENBP1 SERPING1 SFT2D2 SGPP2 SLAMF7 SLC25A28 SLC31A2 SLC41A2 SLFN5 SOCS3 SOD2 SP110 SRGAP2C STAT1 STX11 TCF7L2 TDH TENT4A TMEM268 TMEM74B TNFAIP6 TNFSF10 TNFSF15 TNIP2 TOR1B TRAF1 TRIM26 TRIM56 TRIM69 TTC39B UBE2L6 USP18 USP2 USP25 USP42 VEGFC WARS1 XAF1 ZC3H12C ZNF107 ZNF32-AS3 GSE14000_UNSTIM_VS_4H_LPS_DC_TRANSLATED_RNA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14000_UNSTIM_VS_4H_LPS_DC_TRANSLATED_RNA_UP ABCD3 ABHD15 ACTL6A AFG3L2 AGL AGO4 AGTPBP1 AIMP2 AIP ALG6 ANKMY2 AP4B1 APEX1 ARMCX5 ATOSA B3GNT2 BAIAP2-DT BBS12 BCLAF1 BIVM BRD3 BTD C16orf54 C9orf40 CALM2 CAMK2G CAPRIN2 CDK5RAP1 CEP68 CEP76 CFAP20 CMAS COMMD2 COMMD8 COPS6 COX15 CSTF1 DCAF13 DDX51 DDX55 DGCR2 DOK3 DUSP7 DUT EIF2B1 ELP1 ELP2 ENSG00000170846 ETFB EXOSC2 FAM118B FAM172A FAM234B FBXO21 FBXW2 FEN1 FOXRED1 FRAT2 FRY GAB3 GBA2 GPATCH11 GSKIP GXYLT1 HAUS1 HEATR5B HECTD1 HLTF HNRNPA0 HNRNPAB IER5L IL1R1 INPP4A JMY KBTBD6 KDM4B LAT2 LDAH LONP2 LRIG2 LRR1 LRRC47 LRRC8A LTV1 LZTFL1 MAP3K2 MAP3K5 MBLAC2 MCAM MCAT MCEE MDM1 MIDEAS MIEF1 MKRN2 MOAP1 MRPL10 MRPL34 MRPL9 MRPS11 MRPS18B MRPS27 MRTFB MSH2 MSH6 MSTO1 MTMR12 MTREX MYCL MYG1 NAA40 NADK2 NDUFA5 NOP2 NOSIP NSMAF NTHL1 NUDT6 NUP42 OCEL1 ORC5 OXA1L PALB2 PAQR4 PEX5 PFDN4 PGAP3 PPAT PRDM2 PRIMPOL PROSER1 PRPSAP2 PSIP1 PSTK PUS1 PWWP2B RAB32 RACGAP1 RAD50 RAP1A RBM41 RBM4B RELL1 REXO4 RFC5 RNF2 RNF44 RRP1B RRS1 SAP30 SET SHB SHPK SHQ1 SLC25A38 SLC25A48 SLC35F6 SOCS6 SPICE1 SPOUT1 TAF1 TDRKH TERF2 TFB2M TGFBR2 THYN1 TMCO3 TMEM165 TMEM209 TMEM230 TMX3 TRAPPC11 TRERF1 TSC1 TSC22D3 TSN TSPYL5 UBE4B UBR5 USP31 UTP11 VPS33B WDR12 WDR54 WDSUB1 YPEL2 YWHAG ZBTB44 ZFP82 ZFP90 ZNF112 ZNF263 ZNF318 ZNF500 ZNF57 ZNF573 ZNF623 ZNF77 ZSCAN18 GSE14000_UNSTIM_VS_4H_LPS_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14000_UNSTIM_VS_4H_LPS_DC_UP AATF AIMP2 ALKBH2 ASB13 ASTE1 ATRIP ATXN3 B4GALT7 BCAS3 BCL7A BCR BRD3 C15orf61 C2orf68 CASD1 CCT6A CLPX CLUAP1 CNOT6 CPSF4 CROT CRTAP CSTF2 DAAM1 DBF4 DCAF13 DCAF16 DCAF4 DCP1B DDX51 DEF6 DEPTOR DHRS13 DTWD1 DUSP7 EEF2 EFTUD2 ENKD1 ENSG00000170846 EPS15L1 EXOSC2 FAM21EP FAM234B FBRSL1 FEN1 FRAT2 FTSJ3 GAS2L3 GINS3 GLIS2 GTF3C5 GTPBP3 H2AX HAUS6 HENMT1 HNRNPA0 IL16 IMPDH2 INTS5 IRAG2 KAT6B KCTD6 KDM4B KDM5B KIAA1143 KIAA2013 KLHDC2 LANCL1 LETM1 LINC00957 LPCAT3 LRRC47 LRRC8A MAP1A MAP3K3 MBTD1 MCAT MDC1 MLXIP MMACHC MOAP1 MPLKIP MRPL45 MSTO1 MTA1 MTAP MTX3 MYG1 NAA40 NADK2 NAT10 NATD1 NCAPD3 NCKAP5L NICN1 NIFK NOA1 NOL9 NOP14 NUDT16 NXT1 OGFOD1 OGFOD2 ORAI3 OTULIN PDIK1L PEX5 PHF13 PHF23 PIGW PIP4K2B PIP4P2 PLD6 POC1A POLR3B POLRMT POP7 PPAT PPP1CC PRDM15 PSMF1 PSTPIP1 PXYLP1 RAB3D RBM4B RCOR3 RDH13 RETREG3 RFC3 RNF166 RRS1 RSAD1 RTL6 SATB2 SGSM2 SHB SHPK SHQ1 SLC19A1 SLC25A38 SLC25A44 SLC26A2 SLC27A1 SLC30A4 SLC7A6OS SMARCA4 SNAP47 SPDL1 SPHK2 SPSB3 SSBP3 STARD7 SUV39H1 SWSAP1 SYK TACC3 TAMM41 TBC1D24 TBL2 TCHP THAP11 THOC5 TMED8 TMEM223 TMEM94 TSN UBAP2 UBE4B UBXN6 UTP11 VKORC1L1 WASH3P WDR12 WIPI2 WRAP53 YAE1 YPEL3 ZBED3 ZBTB26 ZBTB46 ZBTB48 ZBTB8A ZC3H14 ZCCHC24 ZNF252P ZNF275 ZNF383 ZNF398 ZNF420 ZNF544 ZNF630 ZNF641 ZNF672 ZNF77 ZNF791 ZSCAN16 ZYG11B GSE14026_TH1_VS_TH17_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14026_TH1_VS_TH17_DN ACOT9 ADAMTS7 AFDN AHSP AKAP6 ANAPC16 ANAPC5 ANG ANP32A AP5M1 APBB1 ARCN1 ATXN1L BARD1 BDH2 BMP2 BOK BVES CALCRL CAT CCDC54 CCDC80 CCNG1 CD7 CDC14A CDIN1 CEACAM21 CENPC CEP70 CHCHD1 CHD2 CIAO1 CIAO2A CIB4 CKLF CLCN1 CNBD2 CNOT7 COG5 COL20A1 COPS6 COPZ1 CORO6 COX14 CTDSP2 CUL9 DCK DDX25 DDX59 DEDD DENND10 DIS3L2 DMAC2L DNAJC9 ECHDC1 EGFL7 EIF2B2 ELF1 ELMOD1 ENPP2 ERC2 ERCC6L2 FAM120C FAM76B FTMT FUBP3 GAPDHS GDPD1 GGN GIT2 GJB1 GJC2 GMCL1 GOLGB1 GSDMC HEATR5A HEPACAM HEY2 HEYL HMGCS1 HNRNPA0 HOOK1 HPS5 IDH3A IL17RD KBTBD12 KCNAB3 KHK KTN1 LAMC2 LRR1 LSM5 MANSC1 METTL7A MFF MLANA MMAB MTMR14 MXD3 MYCT1 MYOZ3 NAP1L5 NAPSA NCAPD3 NCKAP1L NDUFA12 NELFCD NFYB NGFR NIPSNAP2 NKAP NOXO1 NPTX1 NT5DC1 NTS NUP205 NUP88 NUPR1 OARD1 OSGEP PAIP2 PAQR3 PDK4 PDZD9 PILRA PJA2 PLEKHM3 PLSCR4 PNPLA8 PODXL2 POM121L12 PPIH PPM1N PPP1CC PRKAR2B PRMT2 PRODH2 PYGO1 RBM10 RBP2 RECQL REXO4 RPAIN SACM1L SCD SCML2 SDHAF3 SECISBP2L SELENOK SENP8 SERINC5 SFXN4 SGCD SGPP1 SLC17A2 SLC35A2 SLC39A12 SMAP1 SMC4 SMIM17 SOAT1 STAM STEAP4 STMN1 SUCLA2 SYNPO2 SYT6 TAF9B TBC1D14 TBCD TBXAS1 TCEAL9 TCEANC TCHH TCTE1 TEX47 TGM1 THAP6 THEM5 THTPA TIFAB TMF1 TOP2B TRIM62 TRIQK TRPM5 TTC39A UBE2T UGT2B15 UNC93B1 UQCRC2 VGLL2 VLDLR VPS41 WDR5B WNT10A ZG16 ZMAT2 ZNF473 ZNF600 GSE14026_TH1_VS_TH17_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14026_TH1_VS_TH17_UP ADAM2 ADD2 ADORA3 ADRM1 AMELX ANXA10 ANXA13 APC2 ASAH2 ASAP1 ATP10B ATP13A1 B3GALT6 BAHD1 BCL7A BCL7B BEX4 BFAR BOLL C10orf62 C16orf96 C3orf22 CACNB2 CACNB4 CACTIN CAMSAP1 CBLN1 CCND2 CCT2 CDK3 CHD7 CHPF2 CLCA2 CLEC18A CRLS1 CRYL1 CSF2RB CSRNP2 CTSG CXorf49B CYB5RL CYP2R1 DACT1 DGCR2 DHODH DLG5 DLL1 DNASE1 DNASE1L3 DPYSL5 EFCAB12 EFS EIF3B ELAVL4 ELOA ENTPD6 ENTR1 ESS2 ETNPPL FAM222B FASN FBRS FBXO27 FBXO31 FKRP FPR1 GABRG2 GLRA1 GMEB2 GPIHBP1 GPR179 GRIN3A GRIP2 GSG1 HAO2 HIRIP3 HK3 HMGXB3 HSPD1 IL11 IL17B IL21R IL9R KCNH3 KLF16 KRT2 KRT222 KRT32 KRT39 LAMA2 LATS2 LCMT2 LCP1 LGALS12 LRP3 LRRC3 MAML2 MARCHF4 MATN1 MCRIP2 MDK MEFV MIA2 MLST8 MOCS3 MORC1 MSR1 MTARC1 MYO10 N6AMT1 NAA11 NAB2 NAGPA NCAN NLRP12 NOC2L NOL4 NUDT11 OPRD1 OTUD3 P2RX5 PCBP1 PCDHAC1 PCDHB3 PCOLCE2 PDCD2L PDCD7 PGAP6 PNLIP POLR1G PPM1G PPP1R14D PPP1R3A PPP4R3A PRAMEF12 PRDM4 PTPRO RBM15B RBMS3 RBMXL2 RGMA RNF139 RNF182 ROBO1 SALL4 SEMA3G SENP3 SERPINB12 SF3A2 SLC30A5 SLC35A4 SLC35C2 SLC37A1 SLC40A1 SLC5A9 SLC7A5 SLCO6A1 SMURF1 SOD3 SOX2-OT SPATA19 SPATA3 SPNS3 SPRR2A SRM SRPRB SSTR1 STAT5A SUPV3L1 SZRD1 TACSTD2 TAFA1 TBKBP1 TCEAL7 TEX37 TGFB1I1 THEG THOC5 TMEM119 TMEM171 TMEM190 TMEM266 TNR TRAF3 TREH TRIM65 TRMT2A TRPV1 UBTFL1 USP10 VSNL1 WIPF1 ZBTB1 ZGLP1 ZNF346 ZNF354B ZNF418 ZNF420 ZNF750 ZNF777 GSE14308_INDUCED_VS_NATURAL_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14308_INDUCED_VS_NATURAL_TREG_DN ABI1 ACP3 ALDH4A1 ALKBH6 AMY2A ANKRD10 AP1G2 AP3B1 ARHGAP25 ARHGAP9 ARMH4 ARRDC4 ARSK ASAH2 ASB5 ATP11C ATXN7 B2M B4GALNT4 BCL7B BCO2 BMP7 BRD9 C22orf39 CCDC47 CCDC88C CCPG1 CHMP1A CLCN7 CMPK2 CNTLN CPQ CXCR6 CYSLTR2 DCAF15 DCP1B DLGAP4 DMAC2L DNAI4 DNAJA4 DNAJB14 DNAJC3 DUSP12 DYNLT3 EIF3E ELMOD2 EML6 EPB41 EPC1 EPS8L1 EPX ESF1 EXD2 EXOC5 FAM172A FAU FBXO32 FCER1G FMR1 FOXO1 FSD2 GAB3 GALNT4 GBF1 GIGYF2 GNGT2 GOLGA3 GZMA HBP1 HES6 HIVEP2 HLA-DRB1 HOOK3 IGFLR1 IK IL1RAP IL4R ITCH ITPR2 KIAA0319 KLF7 KMT5B LRIF1 LRP6 LRRC61 LYST MAF MAP4K3 MARVELD1 MCOLN2 MEIS3 MFSD1 MIIP MKRN1 MLYCD MMD MON2 MORC3 MRGPRE MTMR10 NBR1 NDST1 NDST2 NFATC1 NHLRC3 NME3 NTAQ1 NUDT7 NXF1 OPA1 OTOR OVGP1 PAIP2 PAN2 PAPOLG PAXBP1 PDK2 PLCL2 PLEKHS1 PNN POU5F2 PPARGC1B PPIP5K2 PPM1L PRKCH PRKX PRODH PSAP PSME1 PTPRB PUS3 RAP1B RCOR3 RDH5 RLF RNF122 RNF145 RORA RP2 RPL30 RPS11 RRM2B S100A9 SATB1 SCML4 SELENOT SEMA3D SERINC3 SETD4 SLC26A11 SLC45A4 SLC49A4 SLK SLMAP SMC5 SMPD2 SNAPC1 SNRK SNX13 SP1 SP3 STAM2 STARD3 STK10 STK38 STK4 STRN STX1A STX4 SUPT20H SYNJ2 TAF15 TAF1A TAF8 TAX1BP1 TBC1D4 TBC1D9 TBX6 TDRD3 TERF1 THEMIS TMX4 TPP1 TRIM5 TRMT1L TTC14 UBXN2A UCKL1 UNC13D VAT1 VILL XAB2 ZBTB1 ZBTB26 ZC3H7A ZFP1 ZNF329 ZNF362 ZNF708 ZNF710 GSE14308_INDUCED_VS_NATURAL_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14308_INDUCED_VS_NATURAL_TREG_UP ABCB10 ACAA2 ACLY ADAT1 ADIPOR2 AMDHD2 ARHGAP22 ATG13 ATP5F1A ATP5MC2 ATP6V0D1 BBS10 BGN BHLHE40 BICD2 BLOC1S2 BOP1 C10orf88 C11orf71 C12orf56 C3 C9orf72 CALU CASP7 CCNC CCNK CD44 CEP44 CES5A CLK3 CLNS1A CNIH3 CNOT8 CRELD1 CRIP2 CRTAP CSF2RA CUL4A DDX11 DGAT2 DIABLO DNAJC12 DNAJC21 DTNBP1 EDC3 EEF1AKMT1 EIF1 EIF2B1 EIF2B4 ELAVL1 ELK1 ENC1 ERC1 ESCO2 EVPL EXOC3L4 FAM229B FANCB FZD4 GADL1 GAL GCHFR GDAP1L1 GDI2 GEMIN7 GFM1 GID8 GIPC2 GPR179 GPRIN2 GRHL2 HARBI1 HMGA1 HSPA4L IFT27 IL20 INSRR INSYN2A ISCA2 KCNJ8 KCTD11 KIF18A KLC1 KLHL40 LHX2 LIAS LMAN1 LRRC14 LRWD1 MAP9 MAPK1IP1L MAPK4 MEAK7 MECR METTL13 METTL2B MFN2 MINPP1 MIR22HG MPPED2 MRPL14 MRPL46 MRPL47 MSH6 MTLN MUTYH NDE1 NDUFB9 NEDD8 NELFCD NEURL1B NFKBIL1 NGFR NSFL1C NSUN2 NSUN4 NUDCD2 NUP58 OPN1SW OXSR1 P2RX1 PAQR4 PCGF2 PDCD2 PDIK1L PECR POLR2E POPDC2 PPIP5K1 PPP1R3C PRDX3 PRM2 PRSS8 PSMB4 PTHLH PTK2 PTPRJ QSOX2 QTRT2 RAD1 RBM10 RCAN1 RGMB RIOX1 RPAIN RPL23A SAMM50 SANBR SCFD2 SEC14L2 SEC61A2 SEM1 SERPINC1 SF3A1 SLC22A15 SLC39A1 SLC6A6 SLC9A5 SLFN12 SLX4 SNRPD2 SNRPF SRPX2 ST3GAL4 STN1 STON1 STRADB STRAP STT3B STX12 SUCLG1 SVOP SWI5 SYNGR1 TAF12 THAP4 TKFC TMEM106C TMEM165 TMEM50B TMEM70 TPPP TSTD2 TTLL5 TUBB2B UBD UBQLN4 UFM1 UNC13A USP22 VSIG2 WARS1 YIF1A YWHAG ZFAT ZNF239 ZNF446 ZNF580 ZSWIM7 ZW10 GSE14308_NAIVE_CD4_TCELL_VS_INDUCED_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14308_NAIVE_CD4_TCELL_VS_INDUCED_TREG_DN ABCB6 ABI2 ACSM2A ADIPOR2 ALDH1L2 ALG14 ANAPC10 ANKH AP1S3 API5 ARFGAP3 ATP5F1A ATP5PB ATP6V0D1 ATP8B2 ATP9A ATXN2L BAX BORA C11orf16 C1orf74 C9orf72 CA12 CALHM5 CAPSL CARD19 CARS1 CBX2 CCKBR CCT3 CD82 CDC14A CDC14B CDIN1 CEP152 CEP76 CFAP418 CGAS CHPF CMTM6 COX6B1 CRYBG1 CRYL1 CRYZ DCAF8 DDX18 DDX21 DGKH DHRS4 DHX32 DIABLO DPYSL2 DRAM1 ECI1 ECSIT EFL1 EGFL7 EIF2B4 ENTREP1 EXOSC9 EXTL1 FAM174A FAM217B FBXO30 FLNB FLYWCH2 GFUS GID8 GNPNAT1 GPN3 GPX7 GSR HDAC1 HELB HIC2 HNRNPA0 HS2ST1 HSPA4L IFT172 ISCA2 ISY1 ITGB1BP1 JUNB KCNK5 KDM4A KIF20B LHFPL6 LHX2 LRFN4 LRRC58 MAP2K2 MBD1 MECR MED23 METTL2B METTL5 MFSD12 MIGA1 MINPP1 MLH1 MRPL14 MRPL51 NAXE NDE1 NDUFS3 NDUFS5 NELFCD NEURL1B NFKBIE NLRX1 NME6 NOC3L NR4A2 NSFL1C OXSR1 PARD6A PBX3 PCYT1A PECR PGPEP1 PIK3AP1 PIK3CG PINX1 PITPNB PLAU PLD4 PPM1D PPP1R16A PPP2R3C PRCC PRKCH PRKCSH PRR12 PSMA1 PSMB4 PTPN11 RARG RASSF7 RBBP4 RBBP5 RHEBL1 RHOG RPL3 RXFP2 RXRA SEC14L2 SEC22B SERPINB1 SH3BGRL SIK2 SIRT2 SLC35A4 SLC35D1 SLC35F5 SLC39A1 SLC39A2 SLCO3A1 SMAD6 SMARCD1 SNF8 SPATA2 SPRED1 SRSF10 STK40 STMP1 STRBP STX12 SUV39H2 TBC1D9B THOC3 THY1 TM9SF4 TMA16 TMEM241 TMEM30A TNFAIP8L1 TNFSF14 TOMM7 TPD52 TPD52L2 TPPP TRAPPC10 TRIM46 UFM1 UNC13A UPP1 USP22 USP6NL VCP VLDLR WDR6 WDR75 WIPI2 WNT10B ZFAND2A ZNF239 ZNF319 ZNF410 ZNF608 ZYX GSE14308_NAIVE_CD4_TCELL_VS_INDUCED_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14308_NAIVE_CD4_TCELL_VS_INDUCED_TREG_UP ACAA1 ADAMTSL4 AKIRIN1 AMN1 ANGEL2 ANGPTL1 ANKRD10 ANKRD26 ANTXR2 AP3D1 AP4S1 ARHGAP9 ARHGEF1 ARL5A ARPC5 ATOH7 ATP2A3 ATP6AP2 ATP8B3 B2M B3GNT7 B3GNTL1 BBOF1 BTBD1 C2orf68 C6orf62 CACUL1 CAPN15 CASP8 CASP8AP2 CCAR1 CCDC146 CCDC39 CCDC66 CCDC68 CD48 CELSR1 CENPJ CERS6 CGGBP1 CHIC2 CHORDC1 CIAO3 CIC CIR1 CLCN7 CLIC3 CNTD1 COA4 CPEB2 CTSE CYP2D6 DAAM1 DAND5 DGKE DLX2 DNASE1L2 DPM1 DRAM2 DUBR DYDC2 EARS2 ECM1 ELF4 ELOVL5 ENO4 ENTPD6 ESF1 ESR1 ETS1 FAM163B FAM193B FAM199X FAM205A FHIP2A FUT8 FXR1 G0S2 GIGYF2 GIN1 GUCD1 GZMK HES6 HEXA HNRNPA3 HNRNPH1 IBTK IGBP1 ING5 IREB2 IST1 ITCH KBTBD2 KCTD2 KDM5B KIAA1217 KIZ LGALS8 LRRC75B MACC1 MAGI2 MAGI3 MALAT1 MATN4 MDP1 MED13L MKNK1 MORC3 MPLKIP MPP4 MSN MSRA MSRB2 MTFMT MTFR1L MTSS1 NAB1 NEMF NFE2L2 NISCH OSBPL8 PARP14 PARP8 PCGF1 PCNX3 PDPK1 PGS1 PHF23 PIK3R1 PLEKHS1 POU6F1 PRICKLE2 PRMT9 PRXL2C PTPN12 PTPN22 RAB10 RAB2A RAPGEF1 REXO4 RMC1 RNASE6 RNASEL RNF123 RPL18A RPL38 RPS3 RPS6KB1 RTF1 RTL8C RYR3 SACS SFMBT2 SFT2D1 SLC25A40 SMC5 SNAPC1 SNRNP48 SNX2 SPNS1 SPRTN ST3GAL6 STX1A SUSD6 SYAP1 TAF8 TAX1BP1 TCF12 TERF1 TERF2 TESC TM4SF20 TMEM245 TMEM268 TMEM86B TMOD4 TOR1AIP1 TP53INP1 TPRA1 TRAPPC6B TRAPPC8 TSKS TSPAN13 UPF3B VPS37C VPS9D1 VWA2 WASHC2A WDR44 WIPF2 WTAP XRCC4 ZBTB11 ZC3H15 ZFP1 ZNF264 ZNF467 ZNF708 ZNF740 GSE14308_NAIVE_CD4_TCELL_VS_NATURAL_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14308_NAIVE_CD4_TCELL_VS_NATURAL_TREG_DN ABHD4 ACAA1 ACACA AK3 AKAP7 ALDH18A1 ALDOC ANP32B ANXA2 AP1S3 APLP1 ASAP2 ASB5 B9D1 BBS12 BCL7C BRSK1 C11orf54 C11orf86 C9orf64 CACNA1S CAPSL CD48 CD96 CFAP91 CHD9 CHMP1A CREBL2 CSF2RA CXCL10 CXCR6 DCTD DECR1 DENND1A DHCR7 DPP7 DPY19L4 DRC1 EPB41L2 ERG28 ERN1 EXOSC5 FAM217B FBRSL1 FBXL17 FBXO31 FBXO6 FDX1 FLOT2 FSD2 FTSJ3 FUCA2 GABPB1 GALNS GATA3 GBP7 GCSH GNPDA1 GSR HAUS3 HELB HERPUD2 HINT1 HLA-DRB1 ICAM1 IFIT1B INPPL1 JUND KCNK6 KCTD13 KIAA1958 KIF20A KRBA1 LITAF LIX1L LMAN1 LONP1 LTA LY6E MAP4K1 MAPK9 MARVELD2 MAVS MCM9 MEDAG METTL15 METTL26 METTL7A MFSD14A MICU3 MIGA1 MIPOL1 MIS12 MVB12A MZT2B NAF1 NAXE NCLN NDUFV1 NFKB1 NFKBIE NFKBIL1 NLRX1 NMB NR1H2 NUDT2 NXPE3 OAZ1 OBI1 PAK1 PANX1 PARVG PDE2A PDZK1IP1 PEX11A PFN1 PHETA2 PIERCE2 PIGF PLEKHM2 PLRG1 POGLUT2 POMGNT1 PPM1D PPM1J PRIM2 RAB37 RAB3GAP2 RAD21 RAD51D RBL2 RBM11 RBM12 RBM38 RCAN1 RCAN3 REEP3 RETSAT REXO2 RHOH RIPK2 RPS6KC1 SCAF1 SCAPER SDHAF1 SDR39U1 SELENOM SEPTIN9 SERINC3 SGTA SKAP1 SLAMF1 SLC22A17 SLC2A9 SLC35D1 SLC37A4 SLC39A4 SLC5A6 SMYD3 SNRNP27 SNRPD1 SNX13 SNX33 ST14 ST8SIA4 STIM2 TAP2 TAX1BP3 TBC1D2 TDRD7 TEKT1 TERT TEX2 TIMP2 TM4SF5 TMEM165 TMEM241 TNFSF9 TRIM37 TRIM45 TRIM46 UBE2N UBL3 UBQLN4 UNC5CL UNC93B1 VAV2 VAV3 VCP WARS1 WEE1 YIPF1 ZCCHC9 ZDHHC4 ZFAND2A ZMYM1 ZNF213 ZNF490 ZNF703 ZYX GSE14308_NAIVE_CD4_TCELL_VS_NATURAL_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14308_NAIVE_CD4_TCELL_VS_NATURAL_TREG_UP ACP3 ACP5 AGFG2 AGMAT ALYREF ANKRD2 ANKRD39 ANKRD49 ARHGEF17 ARL2 ARV1 ATP8B3 ATPSCKMT B4GALNT2 BARX1 BBOF1 BCLAF1 BLTP2 BRD3 BTC C12orf57 C19orf53 C1orf74 CCDC115 CCDC146 CCL4 CDR2 CERS6 CHD2 CHKB CHRM3 CLDN10 CLK3 CNOT6L CRABP2 CRTAM CSTF3 CYP3A7 DDHD1 DDX31 DDX50 DDX55 DIPK1A DLX6 DOHH DPH1 DPH7 DUS1L DYNLT1 DZIP1 EARS2 EED EEPD1 ELAC1 EMG1 ENO4 ENTPD5 EPN3 EPYC EVI2B FAM104A FAM110C FAM205A FCGR1A FILIP1L FOXE3 GAB3 GCA GDF3 GHRHR GLE1 GPATCH4 GPR12 GPR183 GRIPAP1 HAGH HNRNPA2B1 HOXB7 HSBP1 HSPBAP1 ID2 IFI30 IKBKB IL12RB2 IRF7 ISCA2 ITGA2 ITK ITPRIP JARID2 KLC1 KLHL40 LAIR1 LAPTM5 LDHD LIAS LNPEP LSM3 LSM7 LYST MAK16 MAN2C1 MANF MATN4 METTL3 MFSD8 MMADHC MSRA MUS81 MYCBP MYO15B MYOZ2 NEK3 NELFA NOVA1 PADI2 PCED1A PDLIM5 PGAP1 PIR PKN2 PLAC1 PLCG1 PLCXD3 PNISR POU5F2 PPARGC1B PPP2R5A PRL PSMD4 PTBP3 PVALB RALGPS2 RC3H2 RECQL REXO4 RGCC RHO RIC8A RIPOR3 RNF180 RNF207 RPL14 RPL7 RPS6KB1 RTN4R SCRN1 SCYL1 SERPINH1 SHMT1 SIT1 SLC12A1 SLC13A2 SLC6A17 SMPD3 SMPD5 SNRPN SOX5 SPACA4 SPAG6 SPNS1 SS18 ST8SIA1 STK16 STPG3 STUB1 SUCLG1 TAF15 TCHH TERB2 TES TNRC18 TREML1 TRIAP1 TRIO TRMT10B TRMT1L TSKS TWF1 TXNDC16 UBALD2 UBE2J2 UBTD1 UBXN4 UROC1 USP34 VWA2 VWA7 WASHC3 WDR74 WNT5B XPO1 YTHDC1 ZDHHC14 ZDHHC8 ZFP14 ZHX3 ZNF329 ZNF354C GSE14308_TH17_VS_INDUCED_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14308_TH17_VS_INDUCED_TREG_DN AAMDC ADH4 ALDH1L2 ANAPC16 ANAPC2 ANGPTL4 ANKRD54 ARHGEF4 ARL4A ARL5B ATP5F1D B3GNT7 B4GALT4 B9D2 BCL6B BOD1 BORA BUD31 C10orf82 C11orf87 C22orf23 C6orf132 CAPN10 CBX6 CCDC88B CCT4 CCT8L2 CD109 CDKN1A CENPH CERS5 CERS6 CHMP4B CHPF CHTF8 CLDN7 COPS5 COX19 CP CPQ CPTP CRYL1 CTDNEP1 DAPL1 DCAF12 DGCR8 DHX32 DNAJC24 DRG1 DRP2 DUSP19 ECSIT EGR3 EIF2B4 ELMO3 EMC1 ENTPD6 ERRFI1 ESAM ETFDH EVPL EXOSC1 FAM20A FRS2 FST GARIN1B GATA1 GCHFR GFM1 GLOD4 GLRX5 GPR61 GTPBP3 HJURP IBA57 IL12RB1 INTS9 KCNH2 KCNK5 KLHDC2 LAS1L LONP1 MAP1S MAP2K2 MAPK1 MARCO MDC1 MECR MESD MFSD12 MFSD2A MIS12 MMP11 MRPL2 MRPL36 MRPL46 MSL2 MYO1H MYPN NCCRP1 NCKAP1L NELFCD NEUROD2 NME6 NMT1 NOB1 NOL11 NRDE2 NSUN5 NUP50 OAS1 OPN1LW OPN1SW PCBD2 PDHA2 PEF1 PGAM2 PGBD5 PHACTR4 PIF1 PIP5K1B PLD4 PLEKHH1 PLG POLR2H PPFIBP2 PPIP5K1 PPM1B PPP1R7 PRAP1 PSD PSMD12 PSMD8 PSMD9 RABGAP1L RACK1 RALBP1 RARG RBBP5 RBL1 RBM11 RBMXL2 RCBTB1 REEP4 RHOB RITA1 RMDN3 RNF24 RNF40 RPS3 RPTOR RTCB RXRA SCFD2 SEPTIN9 SHISA2 SLC2A10 SLC35A4 SLC35D1 SLC6A4 SLC9A5 SP7 SPRED1 SREBF2 SRRM1 STAB1 STAT1 SWI5 SYNDIG1L TAF4B TANGO6 TAPT1 TARS2 TCEAL8 TKFC TLL2 TMEM273 TNIP1 TOMM7 TOPBP1 TPPP TRAF2 TRAM2 TRIM29 TRIM35 TRIQK TRUB1 TXN2 UBXN11 VDAC3 VSIG10L WBP11 WDR3 YTHDF1 ZC3H7B ZNF175 ZNF483 ZNF7 ZNG1B ZSWIM7 GSE14308_TH17_VS_INDUCED_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14308_TH17_VS_INDUCED_TREG_UP ABCG2 ABRACL ACTG2 ADAM9 ADAMTSL5 AK3 ALKBH4 AMMECR1L AMN1 ANAPC11 APC APLN ARL6IP1 ATG16L2 ATG4C ATOX1 ATP11C ATP2B1 ATRAID ATRX B3GNT3 B4GALNT1 BIK BLVRB BRMS1 BTF3 C6orf62 CCDC39 CCDC82 CCDC92 CENPE CFAP68 CNP CNR2 CRTC3 CRYBG1 DCAF11 DCTN3 DDRGK1 DHRS7 DNAH8 DNAJA1 DNAJB4 DQX1 ECHDC2 EDEM3 EHMT2 ENTPD5 EPS8L1 ERLEC1 ESF1 ETAA1 EXOC5 FAM13B FAM172A FEZ2 FMO5 FOXO3 FXYD7 FYTTD1 GADD45A GGNBP2 GPM6B GPR37 GPX7 GSPT2 GUCA1A GUCY1A1 GYG1 H1-0 HABP4 HELB HOOK2 HOXA7 HSP90AA1 HYCC2 IGFBP4 IK ING3 INHBA INO80D INPP1 INPP5K IQSEC1 ITCH JKAMP KDM5A KDM5B KXD1 LRIF1 LRP12 MAGI2 MAN1A1 MCAM MED20 METTL5 MEX3B MKRN1 MRPL52 MTA3 MYCBP2 NCOR1 NDUFA13 NEB NFAT5 NFKBIE NT5DC1 OAZ2 OLA1 ORC4 OSBPL8 P2RX4 P2RY10 P2RY2 PAIP2 PARP8 PHF6 PIGZ PKM PLCXD1 PLEKHF1 POLR3GL PPP1R12C PPP1R18 PPP2R5E PRKDC PSENEN RAB33A RAP1B RASGRP4 RASSF2 RCBTB2 RHOBTB2 RICTOR RNASE4 RNF19A RNF38 RNF4 ROMO1 RPL17 RPL31 SACS SIK3 SLC43A2 SLC4A7 SLC6A13 SMC4 SMPD2 SNAI3 SNAPC1 SP3 SPATA6 SPEF2 SPPL2A SRI SRSF10 SSBP1 ST3GAL1 STAG1 STX7 STXBP4 STYX SUPT20H TACC1 TBX20 TBX6 TCF12 THY1 TIPRL TLR1 TMEM18 TMEM45A TMIGD1 TMOD3 TOR1B TPST2 TRIP12 TSPAN4 TSPYL4 TTBK2 UBAC2 UBXN2A UBXN4 USF3 VAMP1 VIPAS39 VPS26B VPS26C VTI1B WASHC4 XYLT2 YIPF5 YME1L1 YOD1 ZBTB33 ZC2HC1A ZCCHC24 ZFP36L1 ZNF329 ZNF354C GSE14308_TH17_VS_NAIVE_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14308_TH17_VS_NAIVE_CD4_TCELL_DN AAMP ABCA7 ACP5 ACTL10 ADAMTS6 ADCY6 AFF1 AFP AKNA ALG1 ALG14 ANO1 ARL13A ART4 ASB6 ATF4 ATG3 BAHD1 BBOF1 BMP5 BTK C19orf53 C1orf174 CACNA2D4 CAD CAPN15 CASKIN1 CCL4 CCND2 CCNL2 CD5 CENPJ CHD4 CHD7 CHIC1 CLCN2 CLCN4 CLIP1 CNEP1R1 CNOT2 COL11A2 CTSD CUL5 CXCL17 CYB5R2 CYP8B1 DCAF1 DCLK1 DDI1 DEAF1 DENND6B DFFB DMRTA1 DNAJB11 DNASE1L2 DPM1 DYNC1H1 EFCAB14 EIF1B EIF2B5 EMC1 EPC2 EPS8L1 ERCC5 ERI1 ESCO1 EVL EWSR1 FAF2 FAM120B FAM205A FAM234B FAM86B2 FBXL5 FGFRL1 FMNL3 FUS GABRR2 GALNT4 GBP6 GBX1 GIGYF2 GIMAP4 GJD2 GPATCH2 GPR146 GRAMD1B GUCD1 HIVEP3 HMGXB4 HSPD1 IFIH1 INIP IRF9 ITGA10 JAK1 KLHL40 KRT2 LDB1 LENG9 LGI2 LIMK2 LSM14B LSM7 LTO1 MAP3K3 MAPK14 METTL3 MFHAS1 MORC3 MPHOSPH8 MTSS1 MYO9A NAGPA NAT14 NCCRP1 NELFA NHERF4 NMNAT2 NOX4 NPC2 NPR3 NPY4R NR4A1 NRSN1 NSUN5 OLFM1 OPRD1 ORAI1 PAN3 PARP2 PAXX PDSS2 PGAP1 PGM2L1 PI4KA PIP5K1A PKD1 POLE2 POLR2A POU5F2 PPIE PPM1B PRKAG3 PRKCD PRPSAP2 PTPN12 PTPRC RAB3B RDH13 RELN RGL2 RHOG RIGI RNASEH2C RNPS1 RPAIN RRM2B RRP9 RTEL1 SEC14L5 SFXN2 SHMT1 SLC22A16 SLC22A5 SLC39A10 SLC6A9 SMPD2 SMPD5 SORT1 SP6 ST6GALNAC1 TAPT1 TARS2 TBX5 TBXA2R TCOF1 TCTN3 TENM1 TFCP2 TIMP2 TMEM132E TMEM179B TOX3 TRAM2 TRIAP1 TRIT1 UPP2 VAC14 VPS16 WDR64 XPO6 ZBTB6 ZFP36 ZNF444 ZNF507 ZNF598 ZNF687 ZZEF1 GSE14308_TH17_VS_NAIVE_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14308_TH17_VS_NAIVE_CD4_TCELL_UP ABCC4 ABT1 ACACA ACBD6 ACTG2 ACTR10 ADAM12 AGBL5 AKTIP ALDH18A1 ALG2 ALOX5AP ANLN AP2B1 AP3B1 ARHGEF10 ARMCX4 ATP10A ATXN1L B3GALT5 BET1 BLVRB BMPR2 C11orf54 CALU CCDC34 CCDC47 CD79B CDC14B CDK2AP1 CEMIP2 CFAP418 CFAP68 CHMP7 CISD3 CLDN12 CNIH1 CNOT11 COL18A1 COQ9 COX17 COX19 CPNE3 CRNKL1 CRYZ CSRNP1 CYP11A1 DDIAS DENND11 DEPP1 DHDH DIO3OS DPY19L4 DYNC2I1 EIF2B1 EIF3F EML2 ERG28 EXTL1 EYA2 FBXO27 FLOT2 FNTA FOCAD FYTTD1 GAPDH GCSH GINS4 GLIPR1L1 GMFG GMPR GNGT2 GNPNAT1 GPM6B GRIK4 GSTM4 GTF2IRD1 HDAC1 HJURP HLA-DQA1 HMOX1 HOMEZ HSPA4L HTRA2 IFT46 IKZF4 IPO7 ITFG1 JHY KIF14 KIF20B KIFAP3 LAMTOR1 LANCL2 LEO1 LIMD2 LPL LRBA LRP10 LRRC20 MANF MAP3K10 MAPK9 MATCAP2 MCAM MCTP1 MDH1 MFSD2A MICAL1 MNAT1 MND1 MOSPD2 MRPL35 MRPL55 MSMO1 MVD MYO5A NDC80 NDE1 NDST1 NDUFA13 NEDD8 NEK8 NENF NIFK NKIRAS2 NSDHL NSMF ORMDL2 P2RY10 PDCD6IP PDE6D PDZD11 PEX2 PFKM PIK3AP1 PIWIL2 PKD2 PLCXD1 PML POLE PPP1R16A PPP2R5C PPP6R1 PSMA1 PSMD12 PSPH PTRH1 PWWP2B PXMP2 QKI QRICH1 RAD18 RAD51B RAD51D RANBP9 RCL1 REEP1 REEP3 RIDA RILPL1 RPAP2 RPN2 RPS6KA5 RRAGC SEPTIN9 SLC36A4 SLC39A1 SLC6A13 SLCO3A1 SRSF1 SRSF10 SSR3 SSRP1 SSU72 STAB1 STAG3 TAF13 TBC1D31 TESC TMEM181 TPD52L2 TRIM24 TRIM45 TSHZ1 TSPAN6 TST TUBG1 TUBG2 UCHL5 USP47 VBP1 YME1L1 ZBTB44 ZBTB7A ZC2HC1A ZFAND4 ZMAT2 ZSWIM7 ZWILCH GSE14308_TH17_VS_NATURAL_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14308_TH17_VS_NATURAL_TREG_DN ABCB7 ABCD3 ABCG4 ABHD6 ABRACL ACLY ACTL10 ADIPOR2 AGO1 AKNA ANGPTL2 ANKRD44 ARHGEF7 ASB6 ATL2 ATP1B1 BCL6B BICDL2 C10orf88 C16orf90 C2CD5 CA5B CABLES2 CBFA2T2 CCDC162P CEP164 CHD4 CHD9 CHIT1 CLCN7 CMPK2 CNTLN COL15A1 CXCL10 CXXC5 CYP4B1 DALRD3 DCST2 DGKZ DHCR7 DMD DNAAF9 DNAH8 DNAI4 DPEP1 DTX4 EFR3A ELK3 ELMOD2 EPB41L2 EPB41L4A ERGIC3 ERMP1 ESCO1 FBXL12 FBXL5 FBXO31 FMNL3 GABRR2 GET1 GLTP GMEB2 GPR61 HAUS3 HES6 HNRNPC IDS IFIH1 IL13RA1 KAT2B KCNK6 KCTD13 KLHL12 KMT2D LCMT2 LINC00612 LUC7L3 LY6D LYSMD3 MAP4K3 MDC1 MEAK7 MEDAG MICU3 MORC3 MUTYH MYCBP2 MYO1E N4BP1 NAGA NCK2 NDST2 NFKBIA NRG4 NSFL1C NUP133 NXPE2 OBI1 OGDH OSBPL9 OSCAR PABPC1L PAG1 PANK4 PAPOLG PELP1 PHF23 PHGDH PIK3R5 PIP5K1B PITPNM1 PITPNM2 PNCK POLM PPM1L PPP2R1B PPP2R2A PPP2R5A PRKAB1 PRODH PTBP3 RAB11FIP4 RAB3GAP2 RAP1GAP2 RBCK1 RBM11 RCAN1 RELB RELN RHOT1 RNF123 ROM1 RPTOR RRP9 RUFY1 S100A9 SCAF1 SCMH1 SEPTIN14 SETD1A SH2D2A SIRT1 SLC26A4 SLC30A1 SLC30A6 SLC5A2 SLF2 SMAD4 SNAPC2 SNX30 SNX33 SP7 SPICE1 SPSB1 SRPK3 SSMEM1 STAT2 STIM2 STXBP5 TAC1 TAF15 TAPT1 TCTN3 TDRD7 TEF TERT TLR1 TM4SF5 TMEM273 TMEM81 TMTC4 TNF TNFAIP8 TNRC18 TOM1L2 TOX3 TRAF2 TRIB1 TRIP4 TRMT6 TRPM3 TSPY1 TTC3 UBXN11 UIMC1 USP37 UVSSA VPS37C VPS8 WARS1 WIPI2 ZBTB24 ZFAT ZNF438 ZNF512B ZNF598 ZNF638 ZPBP2 ZSCAN2 ZZEF1 GSE14308_TH17_VS_NATURAL_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14308_TH17_VS_NATURAL_TREG_UP AAAS ABCB6 ACAA2 ACTL6A ADCY6 AEN AGTRAP AMMECR1L ANAPC15 ARHGAP19 ATP6V1G1 B3GALT5 B9D1 B9D2 BECN1 BMAL1 BORCS7 BSCL2 CAMK2B CCDC181 CCDC34 CCDC92 CCNC CD3G CD4 CDC123 CDC14B CDK14 CELA1 CHCHD2 CISD1 CISD3 CNIH1 COMMD10 CSF2RA CTNNBIP1 CUL1 DBI DCTN5 DDX6 DENND11 DEPP1 DHDH DHRS1 DIO3OS DLEU7 DNAJC3 DOCK7 DOHH DQX1 ECI2 ESRRB EXOC6 FANCD2 FBXO32 FDFT1 FMO2 FOXG1 FUCA2 GAB2 GALNT3 GAPDH GAS8 GDI2 GGT7 GIN1 GNL2 GPRC5A GSR GYG1 HABP4 HADH HCLS1 HDAC3 HIKESHI HMGB2 HS2ST1 HSPA8 IFT46 IGFBP3 IMMT INHBA ITGA3 IZUMO4 KAZALD1 KIT KLHL10 KLHL40 KPTN LDAF1 LONP1 MAP1LC3A MATCAP2 MBOAT2 MCF2L MED20 MED9 MEGF9 MFSD2A MIB1 MIF MINPP1 MOXD1 MRPS12 MRPS9 MRS2 MTA3 MTHFD2 NAAA NDE1 NDUFA12 NDUFAB1 NDUFB2 NEDD8 NEMF NRIP1 NXPE3 OGFRL1 OTUB2 OTULIN PAICS PAX6 PBLD PDCD6IP PDE7A PES1 PIGZ POLR1C POLR2F POLR3K PON1 POP7 PPIL2 PPP3CC PRDX5 PRKAR2A PRKCSH PRPF18 RAB33A RAB8A RAD51AP1 RBP1 RMDN2 RNF115 RNF19A RPA3 RPS6KA3 RSPH3 RTCA RTKN2 RTRAF S100A1 SBNO2 SCML2 SIRT4 SKA3 SKAP1 SLC26A11 SLC49A4 SLC66A3 SLC6A13 SNAI3 SNF8 SNRPN SPAG4 SPEF2 SPSB2 SRI SRSF10 STC2 STX7 TBC1D32 TEDC1 TEN1 TFPI THAP1 THOC7 TIPIN TMEM18 TMEM45A TOM1 TRAPPC2L TRIM72 TSPYL4 TTL TUBE1 TUBG2 TXNDC16 UBE2E2 UTP11 UTP6 WAPL WDR53 XRN2 YBX3 YIPF5 ZBTB44 ZHX3 ZNF414 ZSCAN12 GSE14308_TH1_VS_INDUCED_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14308_TH1_VS_INDUCED_TREG_DN ACAA1 ACLY ACO1 ADAMTS15 ADGRL4 ADI1 AMACR AMFR AP1B1 ARC ARFIP1 ARHGEF4 ARMCX4 ASPHD2 ATF4 ATF6B ATP5MC2 ATP8A2 B4GALT4 BAG1 BANK1 BCL6B BLNK BSND BTBD6 BTF3L4 BUD31 C12orf56 CACTIN CAPSL CCDC61 CCNO CCT6A CD38 CES5A CFAP418 CFLAR CHIC2 CIB4 CNIH3 COPS3 CORO1C COX4I1 CPQ CRTAM CRYBB2 CYP1B1 DANCR DDIT4L DDX20 DHX32 DRP2 DUSP12 DYNC2I1 DYNLL1 ECSIT EHBP1 EHD1 EIF2B2 EMC1 ENOPH1 ERI1 FANCM FARSA FBXO6 FDXR FOXF2 FSCN1 FST GANAB GARIN1B GDAP1L1 GJA10 GLG1 GLRX5 GNB4 HAUS8 HDAC1 HIBCH HJURP HMGXB4 HNRNPAB HNRNPUL1 HSBP1 HSPB7 HYCC1 IBA57 IGF2R INF2 KCTD11 KLF3 KLHDC10 KRT4 LAS1L LBX1 LCMT2 LHX2 LIAS LONP1 LRRC8D LUZP1 MALSU1 MAPK1 MAPK8 MBD3 MCPH1 MDC1 MECR MED19 METTL13 MIEN1 MIGA1 MKRN2 MORC2 MRPL23 MRPL47 MRPS12 MTMR11 NAA38 NAGPA NANS NASP NCAPG2 NFKBIE NICN1 NIPSNAP3A NMT1 NRDE2 NT5DC3 NUP58 OBP2B OGFOD1 OTULIN PAMR1 PBDC1 PCNX3 PDGFRL PDSS2 PES1 PGAM2 PHACTR4 PHPT1 PIGF PLAU POMGNT1 POMT1 PPIH PPIP5K1 PPP1R21 PPP6R2 PSMA2 RBBP4 RBCK1 REXO4 RHOG RIOX1 RNF123 RPAIN RPL10 RPL19 RPP25L RPS8 RRS1 RUSF1 SEC11A SEC61A2 SEM1 SEPTIN8 SEPTIN9 SETDB2 SGO1 SH2D2A SIGMAR1 SKIC8 SLC35A4 SMPD4 SMYD4 SOX12 SP1 STUB1 SYNDIG1L TAF4B TCAP THEM6 TMCC3 TRIM37 TRIP6 TSPAN11 UBE3B UBQLN1 USP49 VAC14 VAX2 VDAC3 VHL WDR7 WFS1 YTHDF1 ZDHHC14 ZMYND8 GSE14308_TH1_VS_INDUCED_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14308_TH1_VS_INDUCED_TREG_UP ABI1 ACVR2A ACVRL1 ACYP1 AIP ANKRD12 ARID4A ARIH2 ATRAID ATRX BST2 C12orf57 C6orf118 CACNA1B CACNB4 CAMK1D CASP4 CASP8AP2 CAT CEP135 CLIC1 CLK4 CNTLN CRBN CSF2 CTDSPL2 CTSF CUL1 DAAM1 DCAF15 DCTN3 DERL1 DLK1 DNAJA1 DNAJB13 DNAJB4 DTNBP1 DUSP5 DYNLT3 DYNLT5 EMP3 ENC1 ENTPD5 EPB41 ERI2 EYA2 FAHD2A FAM120A FAM133B FAM13B FANCF FBXO17 FBXO8 FEZ2 FGD5 FHIP2B FOXF1 FOXO3 GALNS GMPPA GSR HEXA HILPDA HRC HRH2 IGFBP6 IGFLR1 IL21R IQSEC1 IRF7 ITGB2 ITK KATNA1 KCNK5 KCNMB4 KIDINS220 KIF21B KIF3A KLK8 KNL1 KXD1 LAMC1 LAMTOR4 LBR LEPROT LGALS8 LPAR6 LPIN2 LRIF1 LRRC75B LSP1 LTB MACIR MAPK14 MED20 METTL23 MKRN1 MOSPD2 MPLKIP MSN MYCBP2 NAE1 NDUFA13 NEK3 NEMF NETO2 NFU1 NUDT7 OAS2 ODF2L OLFM1 OTOS P4HTM PFKP PHF6 PHLDA3 PIBF1 PKP2 PLCH1 POLD4 PPIL2 PPM1H PRELID1 PTPRCAP PURA RAB5A RAB9A RAD50 RB1 RBM48 RBX1 REEP1 RHOBTB2 RINL RIT1 ROCK2 RPL22L1 RPL37A RPL38 RPLP0 RPS6KB1 RTF2 RTL8B SARAF SART1 SDF4 SECISBP2L SENP6 SGO2 SH3BGRL SIPA1L1 SLC27A1 SLC41A3 SLPI SMG1 SNAPC5 SNX9 SORBS3 SP3 SPATA1 SPRY2 SPTLC1 SRP19 STAG1 STAG3 STYX TAFA3 TAPBP TDRD3 TENT5A TF TGFB3 TIA1 TMBIM4 TMCO1 TMEM18 TMEM87B TNFSF4 TNP2 TNRC6B TRAF3IP2 TRAPPC6B TRIM5 TTC14 TXK TXNDC16 TXNDC9 UFD1 USP15 VPS4B WASHC4 XRN2 YOD1 YWHAQ ZC3H7A ZFAND2A ZIC5 ZNF217 ZNF354C ZNF704 GSE14308_TH1_VS_NAIVE_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14308_TH1_VS_NAIVE_CD4_TCELL_DN ACRBP ACYP1 ADGRE5 ADIPOR2 AKAP9 ANGPTL1 ANGPTL6 ANO1 APLNR APOBEC2 APPBP2 AQR AREL1 ART5 ASB6 ASXL3 ATF6B AXIN1 B4GALT1 BANK1 BARX1 BBS2 BRD9 BTC C2 CALHM6 CAVIN4 CCDC54 CCL28 CCM2 CCND2 CD86 CDH7 CDK11B CERT1 CFP CHORDC1 CMYA5 CNEP1R1 CNOT2 COQ6 CPLANE1 CRHR1 CRK CTCF CYP3A7 DAG1 DCAF1 DDHD1 DDX5 DGKE DHRS4 DLG3 EIF2B4 ELMOD2 EMC1 ENTPD5 ENTPD6 ESCO1 FAM149B1 FAM163B FAM86B2 FYB1 GANAB GDF5 GGA2 GIMAP6 GLYCTK GPATCH4 GPR183 GPS2 GUCD1 HAO2 HEPACAM2 HEXIM1 HNRNPC HOOK1 HS3ST4 IAPP INO80D IREB2 IRF7 KCND2 KIAA1217 KIF3C KLHL41 KRTAP4-12 LDHD LRP6 LSM14B LTO1 MAP3K1 MAP3K14 MARF1 MED13L METTL2B METTL3 MFAP1 MORC2 MRPL38 MTARC2 MYO5B NAA60 NCOA1 NCOA3 NDUFAF4 NELFA NGDN OAS1 ORC5 OSBPL11 OXT PAF1 PAMR1 PCGF6 PCYT2 PDE6D PHF6 PHRF1 PHTF2 PIGX PITHD1 PLEKHB1 PPM1K PPP4R3B PRMT9 PRSS44P RAMP1 RAP2B RARG RBM14 RCCD1 RELN RGL2 RGP1 RNF19A RPL10 RPS3 RRAD RREB1 RRM2B RRP9 RTEL1 RTN4R SARAF SATB1 SETD1A SFSWAP SFXN2 SHLD1 SHMT1 SIRT7 SIT1 SLC13A2 SLC24A4 SLC36A1 SLC39A7 SLX4 SMARCD2 SMCO4 SMTNL1 SMYD1 SNN SNRNP200 SPACA4 SRCAP STIM2 STK40 STT3B STX6 SUCO SUSD6 TAF4B TERB2 TES TET2 TFAP2C THRAP3 TIMM10 TLR7 TM4SF20 TMC4 TMEM86B TMEM87A TNFAIP6 TNS3 TRAF3IP1 TRIM15 TUBGCP4 TUT4 UBE3B VPS26A XCL1 ZFP82 ZMIZ2 ZMYM3 ZMYM4 ZNF157 ZNF444 ZNF841 GSE14308_TH1_VS_NAIVE_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14308_TH1_VS_NAIVE_CD4_TCELL_UP AARSD1 ABCA8 ACTG1 ADARB1 AEBP2 AIFM1 AIP AKIP1 AKR1B15 ANAPC2 ANO10 ANTKMT APIP APOBR ARHGEF10 ARPC1A ATG4B ATP5MK ATRAID B2M BAX BCAS3 BET1 BHLHE40 BIK BLOC1S5 BORCS7 BRI3 C11orf54 C19orf25 C6orf118 CACNB4 CASP4 CAT CCNC CCT8 CEP83-DT CFAP68 CISD3 CNIH1 CNOT11 COMMD5 COPS5 COX17 CSF2RA CSNK2B CST3 CUL4A CUZD1 DBR1 DCUN1D1 DGCR6 DHDH DNAJC3 DPP7 DRC3 ECI1 EID2 EMC2 ERN1 FAM111A FAM172A FAM174A FAM204A FAM216A FDXR FLOT1 FOCAD GADD45B GALE GATAD1 GINS4 GMPR2 GRAMD1B GRIK4 HARBI1 HCLS1 HDHD3 HELB HJURP HRH2 HSD17B12 HUS1 IMMP2L INTS8 IRS2 ITGB3BP KIF18A KIFAP3 LARP1 LMAN1 LONP1 LRRC59 LUZP1 LYAR MACIR MAPK13 MBD1 MBOAT1 METTL5 MIB1 MPHOSPH6 MPV17L2 MRPL1 MRPL34 MRPL48 MRPL51 MRPS15 MYO15B MYO1E NAA38 NDE1 NDUFA13 NDUFA9 NDUFS5 NKAIN2 NR1H2 NSMCE2 NSMF NUPR1 OGFRL1 OSBPL5 OTOS PARVG PBDC1 PCNA PCYT1A PDZD11 PGRMC2 PITPNB PLD4 PLXNB3 POLR2F POLR3C PPIA PPP1R15B PRDM5 PRKCSH PSMA1 PSMB2 PSMB4 PTPN4 PTTG1IP PXMP2 RAB5A RAD51D RBM8A RETSAT RHEBL1 RILPL1 RPAP2 RRS1 RSL24D1 RUVBL2 RWDD1 SDR39U1 SEPTIN9 SERPINF1 SGCB SLC24A3 SLC36A4 SMYD3 SNRPA1 SNX2 SPIDR SPRY2 SRSF10 SSU72 SUB1 TBPL1 TEDC1 TENT4A TMEM143 TMEM241 TNFRSF1B TNP1 TRIM45 TRIM46 TST TTC9C TUBG1 TXNDC17 UCHL1 ULK2 UNC93B1 USP47 USP5 VAMP4 WARS1 WBP11 WDR45 WDR62 WDR91 YAF2 YIPF1 YME1L1 ZBTB7A ZC2HC1A ZFP62 ZYX GSE14308_TH1_VS_NATURAL_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14308_TH1_VS_NATURAL_TREG_DN ADH1C ADIPOR2 ADPRH AFF1 ALDH4A1 AMFR ANGEL1 ANKRD13B ARFGEF2 ARHGAP45 ARHGEF1 ARMCX2 ARNT ASAP2 ATF6B ATXN2L ATXN7 AXIN1 BAZ2B BCL2L15 BEX2 BMP7 BRD9 BSDC1 BTBD9 C12orf56 C19orf33 C2CD5 C2orf76 CAD CALCRL CALU CBFA2T2 CBX6 CD3E CDIP1 CEP164 CIAPIN1 CNR2 COG3 COQ6 CPLANE1 CREBL2 CREG1 CRTAM CXXC5 CYB5R3 DDX11 DDX5 DDX50 DERL1 DMAC2L DNAJA4 DNAJC28 DPEP1 DTX4 EIF2B4 EML3 ERBB3 ESS2 EXT1 EXT2 FABP7 FAM13B FAM172A FAM50A FBXO10 FHIP2B FREY1 FRMD4A FRMD6 FSD2 GABRR2 GADL1 GALNT4 GGA2 GLYCTK GNRHR GOSR2 GPR174 GPS2 GRIK2 GSK3B HACD4 HAO2 HAUS3 HIBADH HLA-E HLCS HNRNPC HSD17B14 IL10RA IL1RN IL2RB IRF1 KANSL1 KCMF1 KCNH2 KDM5B KERA KLHL12 KMT2E LPXN LRRC20 LSP1 LTO1 LUC7L3 LY6D MAPK7 MEDAG MFN2 MIGA1 MTMR3 MTMR9 NADK NBR1 NFATC1 NINJ1 NSFL1C ORC5 OSBPL11 PAM PAN2 PAPOLG PDE2A PEX11A PHETA2 PIGT PIP5K1B PITHD1 PLCG1 PNCK PPIG PPM1L PPP2R2A PTPRCAP RAMP1 RAP1GDS1 RBBP5 RBL1 RCCD1 RHOT1 RIN3 RNF19A RNF44 ROCK1 SCMH1 SCN2B SEMA4C SIPA1L3 SLC1A5 SLC22A5 SLC34A3 SLC36A4 SLC8B1 SLF2 SPIN1 SPRED1 STARD5 STAU1 SVIL TARS2 TBL1X TBX6 TCAIM TCHP TCN2 TDRD7 TEF TFCP2 TGFBRAP1 TGIF2 TIAM2 TM9SF2 TMCC1 TMEM30B TMIGD1 TMTC3 TNRC6C TOP2B TRMT6 TRPC4AP TTI1 TXN2 UCKL1 USP32 VPS13B VPS26A VPS39 VPS9D1 WDFY2 XXYLT1 ZBTB2 ZBTB26 ZBTB48 ZDHHC15 ZFP28 ZNF692 ZNF764 GSE14308_TH1_VS_NATURAL_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14308_TH1_VS_NATURAL_TREG_UP ABCB9 ABT1 ACTR3B AGBL3 AKAP1 AKIP1 ALOXE3 ANGPTL4 ANKRD28 ANP32B ARID5A ARPC1A ASIC1 ATN1 ATP5MK BAG5 BET1 BHLHE40 BICD2 BIK BORCS7 C15orf39 C19orf38 C6orf118 CAMK2B CD69 CDC123 CDR2 CEP135 CEP76 CHCHD2 CHMP2A CIT CMPK1 COMMD10 COPS5 CORO1C CSNK2B CTNNBIP1 CTSF CUZD1 DCAF12 DCTD DHDH DHRS13 DNAAF5 DRAM2 DUSP16 DYNLT2B EMD ENPP4 F5 FAM216A FAM90A13P FANCD2 FHIP1B FNIP2 GCAT GINS4 GMPR2 GPC1 GPR108 GSS GSTT2 HAGHL HDGF HRAS HRC HUS1 IDH2 IL4R ITGB5 JMJD6 KANK3 KARS1 KCTD20 KLHL30 KPTN LONRF3 LRRC18 LSG1 LZTR1 MANBA MAP2K6 MAP9 MAPKAPK2 MED8 MEMO1 METTL26 MIB1 MIB2 MIS18A MOV10 MRPL19 MRPL34 MRPL55 MRPS16 MTERF4 NAAA NDUFB2 NDUFC1 NDUFV2 NHP2 NICN1 NKIRAS2 NOBOX NSMCE1 NUDT9 NUPR1 OLFM1 OTOS PDIK1L PDK1 PGC PGLS PIF1 PIGF PIGY PLCB2 PLPBP PLXNB3 POC1A PON1 POP1 PPP1R15B PRKCSH PRSS23 PSMA5 PTGES PTPRG PXYLP1 RAB27B RAD54B RAP1GAP2 RBKS RBM8A RBMXL1 REEP4 RIT1 RNF115 RPL24 RPS6KA5 RSL24D1 RTL8B RUVBL1 SARS1 SCFD2 SEC24D SELENOM SETD4 SIRT2 SLC25A40 SLC2A8 SLC48A1 SMC5 SMTN SNRPF SOX5 SPATS2 SPO11 SPRY2 STK11 STK16 STX8 SURF1 SUV39H2 SYNE2 TAFA3 TBC1D24 TBRG4 TECPR1 TFPI THOC7 TIFAB TIMM23 TMEM126A TMEM143 TMEM30A-DT TMEM41B TMEM63C TMEM86B TMOD3 TNP2 UBE2J2 UGCG UNC13C UTP11 VIPR1 VPS37C VPS8 WASHC3 WDR45 WEE1 WNT9B WRN XBP1 YDJC YIF1A ZNF141 ZNF239 GSE14308_TH1_VS_TH17_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14308_TH1_VS_TH17_DN AAMP ACOT9 ACVRL1 ADAM12 ADCY6 AGL AKAP13 ANAPC7 ARFIP1 ARHGAP5 ARID1A ARSG ATP6V0D1 B3GNT8 BEX2 BLVRB C19orf12 CACNB3 CBX6 CCDC43 CCDC47 CCNDBP1 CCR4 CD44 CD5 CDC37L1 CEP83-DT CFAP418 CFB CHST14 CLK4 CNN2 CNTRL COL6A3 CRLF3 CRTC3 CSTPP1 CTDNEP1 CYP11A1 CYP2R1 DALRD3 DDI2 DDX5 DDX6 DHRS4 DHX30 DNAJC8 DPM2 DYNLT3 EIF2B4 EIF3F EIF4B ENG EPC1 ERAL1 FAM234A FBXO11 GCN1 GLOD4 GMIP GNGT2 GPR155 GPR174 GSS H2BC13 HABP4 HDAC1 HDAC10 HECTD4 HK2 HLA-DQA1 HLA-DRB1 HSDL2 HSPBAP1 IDH2 IFT74 IK INHBA INPP5B INPPL1 INTS1 IPO8 ISCU JUNB KCND1 KCTD6 KIDINS220 KMT2D KRBA1 LDAH LENG1 LPL LRCH1 LSP1 MALAT1 MANSC1 MCAM MEAK7 METAP1D METTL5 MIA3 MLEC MSR1 NCOA1 NUAK1 NUMA1 OTULINL PABPC5 PAQR8 PCNP PDHA1 PHF23 PHKA1 PITHD1 PKD1 PKP2 PLA2G7 PLCXD1 PLGRKT PLIN3 PNISR PPM1F PPP2R3C PRKDC PRLR PSMD4 RAB3GAP2 RAF1 RAI1 RANBP9 RB1 RBL2 RBM5 RCL1 RELCH RER1 RGCC RGS11 RNF11 RPAIN RPL31 RPL35 RPS8 RRAS S100A3 S1PR3 SASH3 SCD SEC11A SELENOM SERINC5 SETD2 SETD6 SH3YL1 SLC15A2 SLC2A6 SLC39A1 SLC7A6 SMG1 SMIM3 SNN SOX4 SPHK2 SPOP SPTLC1 SSNA1 STAB1 STXBP1 STYX SUN2 TFCP2 TINAG TMEM106C TNKS TPD52 TPP1 TRPC4AP TSPAN5 TSPAN6 TWF1 UBR5 USP22 USP33 UTP14A VPS9D1 WBP4 WDFY2 WDR48 WWOX YTHDC1 ZDHHC18 ZFC3H1 ZFP36L2 ZKSCAN1 ZMIZ2 ZNF32 ZNF512B ZNF560 ZNF623 ZNF629 GSE14308_TH1_VS_TH17_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14308_TH1_VS_TH17_UP ABRACL ACSL5 ACTR3B ANAPC11 ANGPTL4 ANKRD44 ANP32B ASF1B ATL2 ATP23 ATP8A2 B3GALT5 B4GALNT4 BCAN BOD1 BOP1 BSPRY BUD13 C19orf38 C1orf112 CACTIN CAPN2 CCDC116 CCDC92 CD226 CDC42SE1 CDC6 CENPJ CGAS CKLF CNTROB COBL COL23A1 COQ7 COX5A CRLF1 CRLS1 CSF1 CWC15 CYFIP1 DCAKD DCUN1D2 DGAT2 DGKH DKKL1 DSC2 DUSP1 DUSP22 E2F2 E2F6 E2F8 ENO1 ERMP1 EWSR1 FADS2 FAM241B FBXO17 FHIP1B FOXC2 FST GAB2 GALNT10 GNA14 GSR GUSB H2AX HLA-G HNRNPK HOXA5 HPSE HSD17B12 HYCC1 ICOSLG IDH3A IGFBP6 IL10RB IL4R ING5 JUND KCNN4 KCTD12 KICS2 KIF14 KIF23 KIF2C KIF4A KIFC1 KLHL42 LAMA5 LARP1 LGALS8 LRRC59 MAPK6 MEMO1 MESD MFSD6 MLKL MOB3C MRM3 MRPL14 MRPL42 MRPS34 MRS2 MTMR3 MXD3 MYL6 NAA20 NAA38 NAAA NAP1L1 NDUFA9 NEB NEDD4 NEDD4L NEFH NEK4 NEK7 NFKB1 NFYA NHP2 NIPA1 NKIRAS2 NLRP14 NR1I2 NSD3 NSUN7 NUP54 ORC6 OSBPL9 OTOS PBDC1 PCLAF PCMT1 PDE3B PDE9A PDX1 PHGDH PIGZ PKP4 POP7 PRELID2 PRIM2 PRR11 PSME1 PXYLP1 RAP2A RCBTB2 RPE RRS1 RWDD1 S1PR1 SAPCD1 SCNN1B SEC24D SELPLG SEPTIN10 SH3BGRL3 SH3BP2 SHISA2 SLC15A4 SLC24A3 SLC35D2 SLFN13 SLPI SNAI3 SOCS1 SORL1 SPRY2 SRBD1 ST14 STARD4 STAT1 STMN1 STYK1 TBPL1 TENT4A TES TF TMEM165 TMEM37 TMEM41B TMEM51 TMEM71 TRIM14 TRIM21 TTC39C UBASH3A UBE2C UBE2L6 VSIG10L VTI1B WARS1 WDR64 WNK1 YRDC ZBTB11 ZBTB8A ZFP36 ZMIZ1 ZNF565 GSE14308_TH2_VS_INDUCED_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14308_TH2_VS_INDUCED_TREG_DN ACLY ACSL5 ADAMTS16 ADI1 AK1 ANKDD1B ANKRD40 API5 ARFIP1 ARHGEF4 ARID1A ARL5B ARRDC2 ATG2A BANK1 BLNK BLOC1S5 BTBD1 BUD31 C12orf56 C2orf76 C6orf132 CAPSL CARMIL2 CCDC88B CCNA2 CCND2 CDK2 CDKAL1 CERS6 CGAS CIART CLDN7 CLSTN2 CNIH1 CNIH3 COLQ COPS3 COX19 CPOX CPQ CPSF3 CRELD2 CRYL1 CSAD CSTPP1 DESI2 DHX32 DLEU7 DLG3 DRC1 DRG1 DTX4 DYNC2I1 EIF4A1 ELK1 ENY2 EOMES EXOSC1 F2 FAM120C FAM20A FBXO38 FBXO42 FBXO46 FRS2 FSCN1 GET4 GFUS GNL3 GPATCH3 GPX3 GRIA2 HDAC1 HDAC5 HDC HIRA HK2 HOOK2 HRH3 HSPA4L HTR2B IL6ST ISY1 JADE3 KCNAB3 KIAA1217 KLHDC10 LAS1L LCMT2 LDB1 LRRC40 LTV1 MAGED1 MAP1S METTL13 MIB2 MKNK2 MKRN2 MLEC MOV10 MPC1 MRPL2 MYO19 MYO9B NAT8 NBN NDST1 NDUFS3 NDUFV1 NDUFV2 NECAP2 NELFCD NFKBIE NHERF4 NISCH NME6 NMT1 NOP16 NOTUM NT5DC3 NUSAP1 NXPH2 OPTN PCNT PDHA2 PEF1 PEX11A PHACTR4 PHPT1 PLEKHH1 PLPPR1 PNMA8B POC5 POLR2E POM121L12 POMP PPIP5K1 PPP5C PRKAB2 PRR14 PSPH PTMS QSOX2 RAB39B RBM10 RGS19 RINT1 RNF24 RNF44 RNMT RRS1 RSPH3 SCAF4 SDR39U1 SEC23B SEC61A2 SEMA5B SETDB1 SETDB2 SKIC8 SLC22A5 SLC26A11 SLC30A6 SLC4A1AP SNX19 SPATA2 SPPL2B STK40 STN1 STRAP SUN2 TAF4B TAPT1 TBC1D13 TELO2 TERF2 TFAM THEM6 TMIE TP53INP2 TRAPPC5 TRIO TRIR TSC2 TXN2 UTS2R VRK1 WDR3 WDR54 WFS1 WNT10B ZBTB24 ZDHHC8 ZMPSTE24 ZMYND8 ZNF184 ZNF2 ZNF483 ZPR1 GSE14308_TH2_VS_INDUCED_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14308_TH2_VS_INDUCED_TREG_UP ACAP3 AGA AGPAT2 AIP AKAP7 AKR1B15 ALDH4A1 AMN1 APOBEC4 ARAP3 ARPC1A ARPC2 ASPM ATXN1L B2M B4GALNT4 BCAR3 BET1 BIK BTBD8 C12orf57 C17orf98 C1orf53 CAV2 CCDC39 CCDC92 CCL24 CCSER2 CDC42BPG CDKL2 CEP135 CEP250 CFAP68 CHD7 CISH CLK4 COMMD6 DAAM1 DARS1 DDX5 DDX6 DGUOK DKKL1 DNAAF9 ECI2 EIF5 EPS8 ERAP1 ERCC5 ESRRA EXOC4 EXOC5 FAM13B FBXW4 FHIP2B FKBP8 FOXO3 FTL GALNT18 GKAP1 GMPPA GOLGA7 GOSR1 GPRIN3 GTSF1 GYG1 GZF1 H2AC25 HCN2 HK1 HS6ST1 IDS IFT27 IMPACT INHBA INPPL1 IRAK2 IRS2 ITFG1 ITK JAK1 KATNBL1 KIZ KLF10 LEPROTL1 LRIF1 LRP6 MAGI2 MAP4K4 MASTL MDM2 MED7 MEGF9 MFSD8 MKRN1 MRPL35 MSI2 MTPN MYH11 NAB1 NAPSA NCBP2AS2 NCEH1 NEK7 NR1H2 NUDT6 NUDT7 OLA1 OLFM1 ORC4 OSBPL3 OSGEP OXSM P2RX6 PANK2 PBX3 PCGF1 PCSK1 PDLIM2 PHF1 PHF21B PHLDA3 PIK3C3 PLA2G12A PLCL1 PLCL2 PLS3 PNPLA7 PPP2R5E PPP6R3 PRMT9 PRSS22 PTPRCAP PTTG1 PURA PXK RAD17 RBM22 RELCH RGS11 RIC8A RNF167 RPE RPL14 RPS26 RPS6KB1 RTL8B SCAMP2 SCYL1 SECISBP2L SH3BGRL SIPA1L1 SLC12A6 SLC36A1 SLC52A3 SMPD2 SNX9 SP6 SPATA1 SPNS3 SPRY2 SRA1 SRPK1 SRXN1 STAG1 STAM2 STAP1 STX7 SUMF1 SURF1 SYNE1 SYNJ1 SYNJ2BP TAF13 TAFAZZIN TBPL1 TIA1 TMEM161B TMEM203 TOX3 TPP1 TRAPPC6B TRIM5 UNC13A UNC45A USP15 VILL VPS37C VPS4B WBP4 WDR26 WRAP73 YME1L1 YOD1 ZC2HC1A ZCCHC13 ZNF260 ZNF414 GSE14308_TH2_VS_NAIVE_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14308_TH2_VS_NAIVE_CD4_TCELL_DN ABHD1 ABI3 ACADM ADAMTS18 ADIPOR2 ANGEL2 ANGPTL1 ANKRD54 ANTXR2 APC APOBEC2 AREL1 ARL14 ARSK ASB4 ATPAF1 BANK1 BCKDHB BET1L BICRA C1orf52 C2orf68 C9 CCL28 CCM2 CCN5 CD247 CEBPZ CHIC1 CIC CLK3 CNTRL COL11A2 CREBZF CSE1L CSNK2A1 CTNND1 DDHD1 DDX5 DDX55 DDX6 DEAF1 DENND3 DGKH DHX58 DLG3 DNAJA2 DNAJB14 DNAJC8 DNMBP DYNC2H1 ELMOD2 ENO3 ESR1 F8A1 FAM13B FAM241A FAM86B2 FBXO38 FBXO46 FBXW4 FCGR1A FGD3 FMNL3 FRAT1 GIT2 GPD2 GUCD1 HES6 HLTF HMCES HOXD3 HS3ST4 HSPD1 IDH2 INSR ITGA10 KCNAB2 KDM1A KLHL41 LGI4 LPAR6 LPIN2 LRCH3 LSP1 LYST MAK16 MAP3K2 MAP3K3 MAPKAPK5 MARVELD1 MBP MBTPS1 MGAT4A MKNK1 MMS19 MOB3A MPPED1 MRM1 MRPL38 MRTFA MSRA MTERF1 MYBPC3 MYBPHL NAP1L4 NCOA1 NCOA3 NELFA NPPA NRP2 NUAK1 NXPE3 ORMDL1 P3H1 PARP9 PCMTD1 PHAF1 PHF6 PI4KA PIGP PIR PIWIL1 PLCXD3 PLEKHS1 PLXNA3 PPP6C PSME2 PTTG1 RAB14 RARG RBBP5 RBM48 REL REXO4 RGL2 RGN RHOU RIGI RMDN3 RNF145 RPLP2 SAA1 SAP30L SBNO1 SEC11A SETD1A SFSWAP SFT2D2 SLC12A1 SLC24A4 SLC25A28 SLC4A1AP SLC5A10 SLCO3A1 SMOC2 SORT1 SPACA4 SPO11 ST6GALNAC1 STAG2 STAT5A STEAP2 STX6 TBX5 TCEAL1 TCHP TCIRG1 TCOF1 TMCC3 TMEM114 TMEM35A TNF TPRA1 TRIAP1 TRIR TRRAP UBALD2 USP31 USP6NL VGF VPS13B VPS16 VSIR WDR37 XPO5 YTHDC1 ZBED4 ZDHHC14 ZIC4 ZMYM5 ZMYND8 ZNF157 ZNF322 ZNF394 ZNF507 ZNF598 ZNF623 ZZEF1 ZZZ3 GSE14308_TH2_VS_NAIVE_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14308_TH2_VS_NAIVE_CD4_TCELL_UP ACACA ACAT1 AIMP2 AK3 ALDOAP2 ANAPC2 ANTKMT APOA2 ASCC1 ATF5 ATP6V1G1 B9D2 BAP1 BCAP31 BORCS7 BRF2 BSPRY BUB3 CA9 CASP6 CAV2 CBX6 CCL24 CCT8 CD52 CDIN1 CEP72 CHP1 CHURC1 CISD3 CIT CNOT11 COL4A1 COPS5 COX19 CTPS1 CUL2 CUL4A DCUN1D5 DDX3X DEPP1 DUSP1 EIF2AK1 EMC10 ERCC6L ERRFI1 FADS1 FBXO25 FBXO34 FKBP5 FLOT1 FMO2 FSTL3 GAA GALC GAS2L1 GCNT1 GINS4 GJA4 GMPR2 GOLT1B GPR174 GPRASP3 GRIK4 HMGN3 HNRNPK HOXA5 HOXA7 HPGDS HS2ST1 IFT74 IL7 IL9R INHBA INTS5 ITGB3BP KCNJ8 KCTD20 KDM8 KIAA1549L KIF14 KRT17 KRT18 KYAT3 LFNG LGALS7 LONRF3 LRRC59 MAP3K10 MEN1 METTL15 METTL5 MIB1 MOSPD2 MRPS25 MTMR2 MTMR9 MVD NASP NBEA NDN NDUFB5 NDUFS5 NDUFV1 NEK7 NID2 NRROS NSA2 NUP205 NUPR1 OPTN OXSR1 PAICS PBDC1 PCNA PCYT1A PDZD11 PGK2 PGPEP1 PHTF2 PIK3AP1 PLXNA1 PLXND1 PNO1 POC5 POLD1 PPIA PROSER2 PRSS22 PSMA3 PSMB2 PSMD1 RAD17 RALA RAP1GAP2 RBIS RBM8A RCL1 RER1 RETSAT RIOX2 RND3 RPAP2 RPS6KC1 RRAGC RRS1 RUVBL1 SAAL1 SAP30BP SCD SCFD1 SDHC SLC10A3 SLC16A6 SLC29A1 SNRPB SOX9 SPNS3 SPRY2 SRA1 SRSF1 SRSF9 SRXN1 SSRP1 SSX2IP ST3GAL4 STMP1 STT3B STX11 SUMF1 SURF1 SYNE3 TAF11 TDRD7 TENT4A TEP1 TMEM143 TMEM199 TMEM231 TMEM241 TMEM86A TRIM35 TRIM46 TTLL1 TTLL11 UBL4A UBL5 USP5 UTP3 VAT1L VCP VCPKMT VPS4B VPS53 VTI1A YME1L1 YWHAH ZC2HC1A ZNF14 ZNF800 GSE14308_TH2_VS_NATURAL_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14308_TH2_VS_NATURAL_TREG_DN ACP3 ACSF2 ACTR10 ACVR1B ANKLE2 AP2A1 ARMCX2 ARSK ARV1 ASAP2 ATG2A ATMIN ATXN7 ATXN7L3B B4GALT6 BAIAP3 BOD1L1 BRD9 BSDC1 C2CD5 CAMSAP2 CATSPERG CBFA2T2 CDH9 CDON CEP164 CHIT1 CHMP1A CHRNA2 CLASRP CLCN2 CLCN7 CLN3 CMPK2 CNR2 COL23A1 COPA COPS7A CPSF1 CREB1 CTU1 CXCL10 DAG1 DALRD3 DCLK1 DCTN2 DDRGK1 DEF8 DGAT2 DHCR7 DHX30 DMAC2L DNAJB14 EDC3 EFR3A ERBB3 ETS1 EXT1 FAHD2A FAM120C FAM13B FAM216B FAM241A FASLG FMNL3 FUT11 GABRR2 GADD45B GALNT4 GLIPR1L1 GNG7 GRAMD1C GRIA2 GSK3A GTPBP6 HADHB HCN3 HEG1 HEPACAM2 HERC2 HES6 HNRNPL HPCAL1 HSPBAP1 HTRA2 HYKK IDE IKZF1 IRF6 IVD JARID2 JPH3 KCNC2 KERA KIAA1958 KLHL12 LEPR LIMD1 LIMS4 LRCH3 MANSC1 MBOAT7 MCM9 MEX3D MIA3 MKLN1 MROH3P MRPL24 MSS51 MUS81 MYCBP2 NCOA2 NFKB1 NFKBIE OPA1 OR7C1 OSBPL8 PABPC1L PAN3 PAPOLG PCMTD1 PDXK PDZK1IP1 PITPNM1 PNCK PNPT1 PPM1D PPP1R21 PPP2R2A PPP2R2B PREX1 PTGES2 PTTG1 PURG PYCR2 QTRT2 RBM11 RBM12 RCSD1 RNASE4 RNASE6 RNF31 ROGDI RP1 RPS6KA3 SCN2A SELENOW SEPSECS SEPTIN4 SERINC2 SERPINH1 SESN3 SLC16A5 SLC22A15 SLC30A1 SLC34A3 SLC35B3 SLC9A9 SMARCA4 SNAPC4 SNX33 SPPL3 SPRING1 STARD5 SYDE1 TAP2 TAPT1 TBX6 TEF TES TESK1 TEX12 TMEM35B TNF TNRC6C TOP2B TSPAN32 TSPAN5 TSPAN6 TSPO2 TTF1 TUBGCP5 UBR1 UCK1 UCKL1 UNC13D UPK2 USP32 USP7 VIPR1 WASHC2A WDR83OS YWHAB ZFAT ZHX2 ZMPSTE24 ZNF280D ZNF598 ZSCAN2 GSE14308_TH2_VS_NATURAL_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14308_TH2_VS_NATURAL_TREG_UP ABCB10 AGBL3 AHRR ALDH1A3 ANXA7 APOL2 ARFGAP3 ATAD5 ATP6V0D1 B9D2 BAG2 BBS12 BCLAF1 BET1 BLTP2 BORCS5 BORCS7 BPGM BST2 BTC BYSL CARD19 CCDC86 CCDC88A CDV3 CEP135 CEP250 CEP72 CFAP20 CHCHD2 CHD7 CISD3 CIT CLTC COASY COPS5 COX7A1 DAB2 DENND11 DEPP1 DKKL1 DPP7 DRG1 ECI2 ECSCR EPS8 ERCC6L ERG28 ERLEC1 EXOC3L4 EXOSC4 FAM216A FANCD2 FBXO34 FOXG1 FOXM1 FSTL3 FXN G6PD GAB3 GALNS GCAT GET4 GIN1 GJC2 GMPR2 GPM6B GPRIN3 GRIN2D GTF2F2 HAGH HAGHL HS6ST1 HTR2B HUS1 IL3RA INHBA JMJD6 KARS1 KIN KRT80 KYAT3 LGALS7 MAGI2 MCEE MDFIC MDM1 MFAP5 MFSD12 MINDY1 MIS18A MN1 MRPL19 MTLN MTX2 MYO15B MZT2B NAPSA NDE1 NDN NDUFB10 NFKBIZ NHP2 NOB1 NOBOX NOP56 NUP155 NUP93 NUPR1 ORMDL2 OTOS OTUB2 OXSM P2RY10 PASK PCBP4 PCSK4 PHYHIPL PIGA PKD2 PLBD2 PLEKHF1 PLPP4 PNO1 POC5 POGLUT3 POLE PPIA PRKACA PRKCSH RAB24 RAD51D RALA RAP1B RBKS RGR RIT1 RMC1 RPL14 RTL8B SAP30BP SARS1 SKAP1 SLC30A9 SLC7A5 SMC5 SMCO3 SNRPN SNX25 SOCS1 SOX6 SOX9 SPRY2 SPRYD4 SPSB2 SRR SRRD ST3GAL4 STK11 STT3B STX7 STXBP5L THAP1 TIMM17B TIMM9 TMCO1 TMEM143 TMEM199 TMEM30A-DT TMEM41B TMEM86A TMX3 TOLLIP TRAPPC5 TRIM3 TRIM72 TULP1 UBE2J2 UBL5 UBXN2A UPF3A USP5 UXS1 VCPKMT VIT VPS39 VTI1A WASHC4 WBP4 WDR53 WDR74 WEE1 WRAP73 YBX3 YDJC YPEL4 ZBTB7A ZHX3 ZNF800 GSE14308_TH2_VS_TH17_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14308_TH2_VS_TH17_DN AAMDC ABCC6 ACAP1 ACOT8 ADAM12 ADIPOR2 AHI1 AKNA ALPK2 ANKLE2 ANKRD11 ANKRD37 AP1M2 ARFIP1 ARID5B ARIH2 ARMC7 ATP6V0D1 ATXN10 BAHD1 BARHL1 BAZ2B C19orf12 CANT1 CAPN15 CASP12 CD247 CD28 CD4 CDKAL1 CFAP410 CFB CLASRP CNRIP1 COG3 COLQ CXXC1 CYSLTR2 DCAF11 DDI2 DDRGK1 DMRTA1 DNAJC8 DTX2 DZANK1 DZIP1 ECI1 EIF4E3 EIF4ENIF1 EML3 EPS8 ETS1 EXOC6 EXT1 FAM216A FCGR2A FKBP1B FSD2 FXYD7 GINM1 GLO1 GPI GPR155 HDAC1 HEG1 HEXIM2 HSDL2 HSPBAP1 IFT46 IK IL12RB2 IL18RAP IL6ST INPP5F IRAK1BP1 ITGAE JAK1 JARID2 KANSL3 KCNC2 LIMS4 MANSC1 MAP3K12 MCAM METAP1D METTL27 METTL5 MPC1 MPZL2 MRPL49 MSS51 MTCP1 MTHFD1L MYCBP2 MYO10 NCKAP1L NCOA1 NDEL1 NDUFA7 NDUFS2 NFKBIE NONO NXF1 P3H1 PAN2 PARL PCGF1 PCMTD1 PCNP PDPR PHF1 PIGH PIP5K1A PITHD1 PKD1 PLA2G7 PLEKHF1 PLEKHO1 PML POLD4 POLR2A POU2F3 PPM1F PPP2R1B PPP2R2B PPP2R3C PRDM2 PRXL2B PTPRA PTPRC RANBP10 RBM48 RBMS2 RELCH RFESD RNF122 RNF166 RNF19A RPAIN RPL17 RPL24 RRM2B RUNDC1 S1PR1 SAV1 SCAI SCO1 SDHA SETD4 SIRT4 SIRT7 SLC25A23 SLC35B3 SLC37A4 SNN ST6GALNAC2 STAC2 STARD10 STXBP3 SURF1 TACC1 TAF13 TAFAZZIN TARS2 TBC1D24 TBX6 TBXA2R TCF3 TDRKH TIPRL TLR2 TMC4 TMEM175 TMEM44 TMEM62 TMIE TMIGD1 TP53 TPI1 TRIM39 TSPAN6 TTC33 TWNK UBE2D2 UIMC1 UPF3B VIPAS39 VPS9D1 WDR19 WDR81 WNK1 WT1 XIAP ZBTB24 ZBTB44 ZC4H2 ZFP14 ZNF354C ZNF629 GSE14308_TH2_VS_TH17_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14308_TH2_VS_TH17_UP ACTG1 AFG1L AFG3L2 AGA AK4 AKAP1 AKAP7 ALKBH4 ANAPC15 ANKRD29 ANP32B APOBEC4 ARHGEF10 ARPC2 ARSI ASPM BAK1 BID BMPR1A BSG C1orf52 CAMSAP3 CAPN2 CASP3 CCDC146 CCL24 CCT3 CDC25B CDC6 CDCA2 CDK6 CENPE CENPF CENPS CEP152 CEP72 CFAP20 CGAS CHCHD4 CIT COL6A3 COPS7A COPZ1 DCAKD DDIAS DDX20 DGCR8 DIAPH3 DTNB E2F8 EIF1B EIF2A EIF2D EIF4E ELMO3 ELMOD2 ENPP4 ENTPD3 ERCC6L ERH ERRFI1 ESPL1 ESYT1 FAM174C FAM20B FEN1 FLII GCG GCN1 GCSAM GCSH GLRX GMPPB GORASP2 GPD2 GPR83 GTF2A1 HAUS3 HECW2 HMCES HMGXB4 HOXA3 HSD17B14 HSPA14 IDO2 IL4R ISY1 ITM2C KAT7 KIF18B KLF10 KRAS KRT80 KYAT3 LAP3 LGALS9B LPGAT1 MAP3K2 MAPK11 MAPK6 MCM2 MFSD2A MFSD5 MINDY1 MRPS33 MTX2 MX2 MYO16 NBEA NHP2 NKG7 NKIRAS2 NMRAL1 NR1H2 NSDHL NSMCE2 NUCKS1 NUDT4 NUP155 NUP93 OSBPL3 OSBPL5 OTOS OXSR1 PBDC1 PBX3 PCOLCE PIK3CD PIK3R5 PKIB PPM1H PPP1R18 PPP1R8 PPP6C PRF1 PRR11 PSMD14 PSMD9 PTPN20 RAB5A RALA RAP1A RAP1B RAP1GAP2 RPS27L RREB1 RRP9 RRS1 RSAD2 RTEL1 RUVBL1 RYK SAPCD2 SEPTIN10 SH2B1 SH3BGRL3 SIK1 SIK3 SIPA1L1 SLC29A1 SLC35A1 SLC5A2 SLC6A4 SLX4 SMC2 SMDT1 SP6 ST3GAL4 STIL STOML2 TAX1BP1 TDRD7 TEDC1 THYN1 TLR1 TMEM177 TNFAIP8 TOMM6 TPD52 TPGS2 TRAIP TRIM8 TSPAN14 TWF1 UBE2N UBL4A UBXN11 UCHL5 UGGT1 VIM WBP4 WRAP73 XPO6 XXYLT1 YKT6 YRDC YY1 ZBTB8A ZFAND4 ZNF277 GSE14308_TH2_VS_TH1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14308_TH2_VS_TH1_DN ABHD11 ABL2 ACOX3 AGFG1 AHI1 AIM2 AKAP13 AKNA ALDH7A1 ANKRD28 ARF6 ARRDC2 ARSK B3GALT5 B3GNT2 BAIAP2 BCL6 BST1 BST2 C1GALT1 C5orf34 C6orf132 CDC14A CDC14B CELF1 CENPH CEP83-DT CHAT CHD7 CHL1 CIBAR1 CITED2 CLUAP1 COX7A1 CPNE3 CSTPP1 CTU1 CYTH4 DEPDC1B DGKH DHRS7 DHX58 DKKL1 DNAAF4 DNAJC3 ECHDC2 EMP3 EPHX4 EPS8 ERAP1 ERI1 FAM120B FAM133B FAM98B FBXO32 FGD5 FLACC1 GLIPR1L2 GNA11 GNB4 GOLGA7 GPR65 GPRIN3 GRIN3A GSPT2 HARBI1 HERPUD1 HRH2 HSD17B12 ICAM2 IFNAR1 INSL5 IRF7 ITGA7 ITGB2 JAK1 KCNK6 KLF10 KLF7 KLHL42 KRT222 LARP1 LIMS4 LRRC8A LSP1 MACIR MAP7D1 MAPK1 MCF2 MEF2D METTL26 MIB2 MNAT1 MOB2 MORC1 MORC3 MORN4 MOV10 MRPS34 MSS51 MTSS1 MXD1 NDFIP2 NEIL1 NEK3 NFKBID NHSL2 NOTCH4 NPM3 NUDCD1 NXPE3 OAS1 OSBPL3 OSBPL5 OSBPL9 PAICS PAK1IP1 PDHA2 PDLIM5 PHOX2A PI4K2B PIK3R5 PLCG1 PLCH1 PLP1 PLXDC2 PNPT1 POGK PPCDC PRCC PTPRC PTPRG PYCR2 QTRT2 RAD52 RAMP1 RAP1GAP2 RASL11A RBL1 RFESD RHBDL3 RIOK1 RRM2B S100A1 SAMD9L SCO1 SELP SENP7 SEPHS2 SEPTIN6 SESN3 SFRP2 SFT2D2 SLC15A4 SLC9B1 SLCO3A1 SOCS2 SQLE SS18 STARD6 STIM2 STN1 SURF1 SUSD3 TBC1D10C TES THAP2 THAP4 TIFAB TMEM18 TMEM242 TMEM50B TOR3A TP53 TPST2 TTC9C TTLL12 TTLL4 TUT4 TXNDC9 UCHL1 UCK1 UCP1 VAMP4 VSIR WDR45 WIPI2 XIRP1 YIPF7 ZBTB11 ZDHHC20 ZDHHC4 ZFP36L1 ZNF141 ZNF207 ZNF260 ZNF322 ZNF354C ZNF565 ZNF704 GSE14308_TH2_VS_TH1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14308_TH2_VS_TH1_UP ACTN4 ADARB1 ALDH18A1 ALDH9A1 ALS2 ANAPC10 ANKRD46 ANLN ANXA4 AP1S1 APC ARHGAP18 ARPC2 ASCC3 ATP2B1 ATP6AP1 ATP8B2 AUH BANF1 BCAR3 BCAT2 BOP1 BSG C12orf4 C8orf76 CAB39L CALR CALU CAMSAP3 CAPN8 CARHSP1 CASP6 CASS4 CCDC126 CD99 CDC20 CDC42BPG CDH6 CDK13 CENPN CFAP251 CHCHD6 CHPF2 CHURC1 CLPTM1L COL4A1 CORO7 CPQ CRIP2 CRTAP CUL1 CYB5R3 DDX19A DGCR6 DIAPH3 DMAC2L DNAJB12 DNAL1 DTNB DTNBP1 EHBP1 EIF1 EIF4E EIF5A2 EMSY ENTPD3 ERCC5 ERGIC1 ETV5 FASTKD2 FASTKD3 FBXO10 FMC1 FNIP2 FUCA1 GAK GCLM GLB1 GNRHR GPAA1 GPAT3 GPR174 GRIN2D GTF2A1 HDGF HES1 HMGN3 HNRNPH2 HNRNPL HOOK1 HS6ST1 HTR1B HUWE1 IL6ST IL9R INHBA INKA1 ISCU KCTD6 LSM1 MAML1 MFSD12 MINDY1 MLEC MLKL MMGT1 MON2 MPC1 MT1E NDUFAF4 NEFH NPRL3 NTAQ1 NUP35 NUP93 ORMDL2 OSGEP P2RY10 PAFAH1B2 PAPSS1 PBX3 PDE6D PDP1 PEX16 PFN1 PGK2 PLAA PLCL1 PLXNB3 POC5 POLR2E POMT2 PPP1R18 PPP5C PPP6C PPP6R2 PRKCI PRKRA PRRC1 PSMA3 PSPH PTGER2 RBMS2 RBMX RCC2 RCL1 RNF19A RNF215 ROCK1 RYK SACS SCAMP2 SH3RF1 SIK3 SLC10A3 SLC25A39 SLCO1C1 SLX4 SMARCD1 SOX9 SPRED1 SRSF9 SRXN1 ST8SIA2 SYNJ1 TAOK3 TAPT1 TARS1 TBC1D21 TDRD7 THY1 TLE3 TLK1 TMEM131 TMEM135 TMEM30A TMEM86B TMOD4 TP53INP2 TRAF2 TXN UAP1L1 UNC13A USP6NL UXS1 VAT1 VEGFA VLDLR WASHC5 WDR11 WDR26 WDR81 WDR83OS WTAP ZCRB1 ZDHHC5 ZNF638 ZNF808 ZPBP2 GSE1432_1H_VS_24H_IFNG_MICROGLIA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1432_1H_VS_24H_IFNG_MICROGLIA_DN ACTR6 ADGRE5 AGPAT5 AIDA AKAP7 AMBP ANK2 ANKMY2 AP3D1 APOBEC3G APOL1 APOL2 APOL3 APOL6 ARF3 ASCC3 ATG3 AVL9 BAZ1A BIN2 BTF3P11 BTN2A2 BTN3A1 BTN3A3 C1R C1RL C1S C5orf15 CALCOCO2 CAPRIN1 CASP4 CASP5 CD38 CD47 CD74 CDA CETN3 CFB CHD9 CIITA CRLF3 CRYBG1 CUL1 CXCL11 CXCL9 CYBC1 CYLD DDX47 DDX60 DENND1B DHX58 DIPK1A DNAAF2 DNMT1 DR1 ERAP1 ERAP2 ERC2 FADD FAN1 FAS FCGR1BP FNTA GAS8 GBP1 GBP2 GCLC GGPS1 GIMAP4 GIMAP6 GPN3 GRSF1 GTF2E2 GUCY1A1 GUF1 GVINP1 HCP5 HLA-DPB1 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-E HLA-F IDO1 IFI44 IFI44L IFIH1 IFITM1 IGFBP4 IL10RA IL15RA IL32 INSIG2 INTS13 IRF7 ISG20 ISOC1 JADE2 JAK2 LAG3 LAP3 LAT2 LGALS3BP LPGAT1 LYN MAP3K11 MAT2B MAX MTHFD1 MVP MYOF NADK NMI NOC3L NOD2 NSMCE4A OSBPL11 P2RY6 PACRG PAK1 PDIA3 PHF11 PLA2G4A PLAAT4 PLEKHO1 PRPF39 PRPS2 PSMA2 PSMA4 PSMB10 PSMB2 PSMB8 PSMB9 PSMC2 PSME1 PSME2 PTGES3 RAD50 RALB RALGDS RBBP6 RBCK1 RBM34 RCN1 RFK RHBDF2 RHOBTB3 RMDN3 RNF114 RPAP3 RSU1 RTCA SCO2 SECTM1 SELL SEPTIN4 SERPING1 SLAMF8 SLC31A1 SMC3 SMCO4 SMURF1 SNTB2 SP110 SP140 SP140L SPDL1 SS18L2 SSPN ST3GAL5 STAT1 STOM TAP1 TAP2 TAPBPL THAP11 TMA16 TMEM109 TMEM131 TMSB10 TNFAIP2 TNFRSF14 TNFSF10 TRAF2 TRIM22 TRIM5 TRPM4 TUBGCP3 TYMP UBR2 UCN USP10 USP15 USP7 UTP6 UVRAG VAMP5 VPS4A WARS1 ZFP36L1 GSE1432_1H_VS_24H_IFNG_MICROGLIA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1432_1H_VS_24H_IFNG_MICROGLIA_UP AATK ABHD5 ACOT11 AGPAT4 ALOX12 ALPK3 ANG ANXA2 ANXA2P2 ANXA5 ANXA6 APBB3 APH1B ARL4C AVPI1 BNIP3L BRD8 C5AR1 CADM4 CASP9 CD14 CD163 CD9 CDC37L1 CELSR1 CEP68 CERK CERS2 CHMP1B CISH CLN8 COL6A1 COX4I1 COX7A1 CRADD CRB1 CRKL CSF2RA CTDSPL CTIF CXCR4 CYP2C18 DAB2 DNAJB5 DNMBP EPAS1 FKBP4 FLNA FOLR2 FOSL2 FOXO1 GAB2 GABARAPL1 GADD45B GADD45G GAPDH GAS8-AS1 GFOD1 GNG12 GPNMB GPR183 GRIN2C GSTM3 HBEGF HECA HGSNAT HIF1A HS3ST1 HS3ST2 HSPB8 HTRA1 IFNA16 IFNGR1 IL1R1 IL1R2 IL7R INPP1 INPP5A IRGQ IRS4 ITM2C ITPKB IVNS1ABP JARID2 KIDINS220 LGALS1 LMNA LPXN LTBP2 MACROD1 MAMLD1 MAOA MAP4K4 MAPK13 MED27 METTL22 MLF1 MMD MMP19 MMP2 MPO MSRA NBPF10 NCS1 NELFE NFIL3 NHERF1 NOTCH3 NR4A3 NUAK1 NUP98 OAT OLR1 OPN3 PAPSS2 PAQR5 PDE3B PDE4A PDE4D PDGFC PEX16 PFDN1 PFDN5 PGM1 PHF10 PHF24 PID1 PITPNC1 PKIG PLK2 PLXND1 PMP22 PPM1D PPP4R1 PRPF18 PRPF4 PSD4 PTH2R RABIF RAMP1 RBBP8 RCE1 RCOR1 REV3L REXO2 RGS16 RIMS2 RNASE4 RNF122 RPS5 RPS6 RPS6KB1 RTN3 SATB1 SCAMP1 SCD SDC2 SDS SEL1L SEMA6B SERINC5 SGPL1 SGSM2 SHB SKI SLA SLC16A10 SLC16A6 SLC19A2 SLC35D1 SLC4A7 SLC7A8 SNCA SOCS3 SSH1 STAB1 STIL TAAR2 TAL1 TGFA TGFB3 THBD TIPARP TLCD3A TNFRSF21 TRAK1 TRIB1 TYMS UBC UNC13B USP47 VDR VEGFA VIM WIPF2 WIPI1 XYLT1 ZMIZ1 ZMYM2 ZNF8 GSE1432_1H_VS_6H_IFNG_MICROGLIA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1432_1H_VS_6H_IFNG_MICROGLIA_DN ACTR10 ACTR6 ADAR AGO3 AIDA AKAP12 ALAS1 AMD1 ANKRD27 APOL1 APOL2 APOL3 APOL6 ARAP2 ARCN1 ARF3 ASCC3 ATG3 BAZ1A BBC3 BCAR3 BCL10 BIRC3 C15orf39 C1R C1RL C1S CALCOCO2 CAPRIN1 CARS1 CASP4 CASP7 CD40 CD47 CD53 CDKN2AIP CDS1 CERS6 CFB CHD9 CIITA CRYBG1 CSF2RB CUL1 CXCL11 CXCL9 CYBC1 CYLD CYP3A4 DDX60 DENND1B DNAJA1 DR1 DSC2 DUSP3 DYNLT1 ECPAS ELF4 ENY2 ERAP2 ERC2 ETV7 FCGR1BP FNTA FUT4 GABPB1 GAS8 GBP1 GBP2 GGPS1 GIMAP4 GK GRIN2D GTF2E2 HERC6 HLA-E IDO1 IFI44 IFI44L IFIH1 IL15 IL15RA IL32 INTS13 IRF7 ISOC1 JAK2 KARS1 KEAP1 LAMTOR3 LAP3 LIG4 LIMK2 LRIF1 LRRC42 MARCHF5 MAX MCUB MELK MOB1A MTHFD2 MVP MX1 NBN NCOA3 NFKBIE NIPBL NMI NOC3L NOD2 NPEPPS NUP62 PARP12 PCNX1 PDCD1LG2 PDE6B PHF11 PLA1A PLAAT4 PLEKHO1 PLSCR1 PRPF3 PRPF39 PRPF40A PRPS2 PRRG4 PSMA2 PSMA3 PSMA4 PSMB2 PSMB8 PSMB9 PSME2 RAB27A RAB5IF RAD23A RALB RAPGEF2 RBCK1 RBM34 RBMS1 RCN1 RELB RFK RGL1 RHBDF2 RHOBTB3 RNF114 RNF24 RRS1 RSAD2 SAP30L SCO2 SCYL2 SECTM1 SERPING1 SLAMF7 SLAMF8 SLC12A7 SLC12A8 SMCO4 SMURF1 SNRNP35 SNTB2 SP110 SRI SRP54 SS18L2 SSB STAT1 STAT3 STBD1 STK38 STX17 TAP1 TARDBP TDRD7 TIA1 TMEM185B TNFAIP2 TNFSF10 TOP1 TRPM4 TYMP UBE2L3 USO1 USP10 USP15 USP25 USP7 UTP6 VAMP5 VPS54 VPS9D1 WARS1 WDR45 WNT5A WSB1 WWC2 ZC3H7A GSE1432_1H_VS_6H_IFNG_MICROGLIA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1432_1H_VS_6H_IFNG_MICROGLIA_UP AATK ABHD5 ABHD6 ADSS2 ALDH4A1 AMPD2 APBB3 ARHGAP26 ATIC ATP2B3 ATP6V0E2 AURKA AVPI1 BABAM1 BAIAP2 BDH1 BEAN1 CCNB2 CCR9 CDC37L1 CDC42EP4 CEP131 CEP68 CERK CFAP70 CHMP1B CISH CLCN1 CLCN3 CNTNAP1 COQ2 COX4I1 COX7A2 CRLF2 CROCCP2 CTDSPL CYP27A1 CYTIP DESI2 DIP2C DNAJB5 DNMBP ECM2 ELOVL6 FAAP100 FAM162A FAM168A FAM168B FARP1 FBXO5 FGF7 FGFBP1 FGL1 FKBP9 FOXO1 FUT8 GADD45G GFOD1 GIPC2 GRAMD4 HBS1L HDHD5 HECA HLX HMGA2 HMOX1 HSDL2 IFNA16 ITPKB JPT1 KATNB1 KCNAB2 KLHDC2 KLHL11 LDLRAD4 LGALS4 LGR4 LLGL2 LPCAT1 LRPPRC LRRC17 LSM7 LY86 MAOA MAP2K6 MAP4K1 MCM6 MDH2 MEST MGST3 MNT MPI MPP1 MRPL57 MRS2 MTMR3 MYL6B MYO7A NBEA NCAPD3 NDC1 NDRG3 NET1 NHERF1 NINJ2 NMT2 NPY6R NUP98 OAZ1 OGG1 OSBPL10 PARL PCCA PCDH8 PCDHGA1 PDE3B PDHB PEX16 PFDN1 PFDN5 PGM1 PHACTR1 PICK1 PKDREJ PLCXD1 PLXNA2 PLXND1 PPARD PPM1F PPM1H PREX2 PRPF18 PSD4 PSG5 RABIF RASGRP3 RCOR1 REG1B REV3L RGS2 RHOB RNASET2 RPL10A RPP40 RTN3 RWDD2A RWDD2B RXRA SATB1 SATB2 SCGB1D1 SCLY SDR39U1 SESN1 SETD6 SHB SHTN1 SLA SLC17A9 SLC25A36 SLC38A6 SLC4A7 SNCA SNRNP25 SNRPD2 SOCS2 SOCS3 SOX18 SPATA2 SPSB3 SRSF6 SRSF9 SS18L1 SSH1 STARD5 STIL STK17B TAAR2 TAX1BP3 TBC1D13 TBC1D30 TKT TLCD3A TLE3 TMEM14B TMPO TPD52L1 TPST2 TRAK1 TRIB1 TXLNGY UBE4B USP46 VDR WIPI1 WRAP53 XYLT1 ZMAT3 ZMYM2 ZNF451 GSE1432_6H_VS_24H_IFNG_MICROGLIA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1432_6H_VS_24H_IFNG_MICROGLIA_DN AASDHPPT ACAT1 ACOT13 ACP2 ADGRF1 AKAP7 ALDH5A1 ANGEL1 ANKMY2 APOL1 ARF3 ARHGEF10 ARHGEF3 ARPC1B ASB13 ASS1 ASXL2 ATIC ATM ATP13A1 ATP5IF1 BCKDHA BTN3A1 BTN3A3 C1R C1orf54 CARD9 CASD1 CCDC85B CCR9 CD38 CDC40 CDH6 CDK2AP2 CDK5 CEP57 CETN3 CFB CISD1 CKLF CKS1B CLCN3 CLNS1A COCH COL9A2 COX15 COX5B CREB3L2 CSTPP1 CTR9 DDT DERA DGLUCY DNAAF8 DNASE1L1 DNASE1L2 DNMT1 DUS4L DYNC2LI1 ECD ECHS1 ERAP2 FAM172A FAM8A1 FAN1 FASTKD1 FBXO5 FECH FHOD1 FKBP3 FRMPD4 GALNT12 GALNT7 GATD3 GNS GOLGA1 GTF2H5 H1-6 HCP5 HERC1 HLA-DPB1 HLA-DRB1 HLA-E HLA-F HLTF HMBS HSPA14 IFFO1 ITFG1 KCNMA1 KLHL22 LARS2 LDHB LEP LGALS2 LGALS3BP LRRC8D LSM4 LY75 LY86 MAGEF1 MAN2B2 MDH2 MDM1 METTL5 MLEC MRPL34 MRPL57 MRPS28 MRPS33 MTHFD1 MVP MYDGF NCAPD3 NDC1 NDUFB5 NDUFS6 NFX1 NIPSNAP1 NISCH NMRK1 OGFOD3 OGG1 PARN PCM1 PDIA3 PER2 PEX3 PFKP PIGF PLAAT4 PLXNA2 POLD1 POLR3E PPA2 PPP1CC PRPF31 PSMB10 PSMB9 PTPN22 RAB40AL REST RFC4 RHOT1 RND2 RNF170 RRP1B RSU1 RUVBL1 SCLY SCN3A SCP2 SCPEP1 SCRIB SDF2L1 SEL1L SERPING1 SLC25A12 SLC37A4 SLC7A6 SMARCA2 SMARCD3 SNAP91 SNAPC5 SNX27 SOX18 SP140 SPCS1 SRBD1 TAPBPL TBL2 TGM2 THAP11 TIMM10B TKFC TKTL1 TMEM164 TRAV12-2 TRPM2 TTC13 TYW1 UBAC1 UBE2D4 UBE4B UBR2 UCHL5 UCK2 UQCR10 UROS UTF1 VAMP5 VPS11 VPS13C VPS41 VPS45 VPS51 WDR12 ZMAT3 ZNF446 ZNF674 GSE1432_6H_VS_24H_IFNG_MICROGLIA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1432_6H_VS_24H_IFNG_MICROGLIA_UP ACTR10 ACTR1A ADAR ADRA2C AGO3 AKIRIN1 AKT3 AMD1 ANKRD6 ANXA2 ANXA2P2 APOBR ARG2 ARMC9 ATP6V1C1 B3GALNT1 BBC3 BCAP29 CACFD1 CADM1 CBLL1 CD14 CD163 CD9 CDC27 CDIPT CDKN2AIP CELSR1 CEMIP2 CERS2 CGGBP1 CHST7 CLIC1 COL6A1 COX7A1 CTNNA1 CYP1A1 CYP1B1 DCTN2 DNAJC8 DSC2 DVL3 DYRK3 EIF1 EIF5B EMP3 EP300 ERBIN ESD EXT2 FBXO31 FCGR2A FCGR2B FERMT2 FLNA FLOT1 FOLR2 GABPB1 GAPDH GARS1 GDI2 GK GNG12 GPNMB GPR161 GPR37 GSPT1 GSTM3 HEG1 HK1 HRAS HS3ST2 HTRA2 HUS1 IGFBP7 IL1R1 IL1R2 IL3RA IL4R IL7R IQGAP1 ITCH ITGB3 KIAA0040 KIAA0753 KIDINS220 KRT10 LARGE1 LGALS1 LMNA MAP3K6 MARCHF5 MARCHF6 MARK2 MAST2 MED21 MELK MFHAS1 MLF1 MMP19 MMP2 MOB3B MPDZ MRC1 MX1 NBPF10 NECTIN2 NECTIN3 NOP16 NRP2 OLR1 OPN3 P2RX4 PAFAH1B1 PANX1 PAPSS2 PDE2A PDGFC PHACTR1 PHLPP1 PIMREG PITPNB PITPNC1 PKD2L2 PLEKHM2 PLSCR1 PMF1 PODXL PPIA PPP2R5B PPP4R1 PTBP3 PTDSS2 PWP1 RAB5B RAB8B RAD23A RALA RAMP1 RBBP8 RHOG RNF24 RSAD2 S100A10 S100A3 S100A9 SAP30BP SAR1A SCD SDC2 SDS SEMA6B SERINC1 SFPQ SH2B3 SH3BP2 SIPA1L1 SLC25A44 SLC27A2 SMARCA1 SMS SNCA SNX15 SPARC SPTBN1 SPTSSA SRC SSB SSBP2 STAB1 STAT3 STAU1 SULF1 SWAP70 SYPL1 TAF9 TARDBP TARS1 TBC1D29P TDRD7 TGFA THOC2 TLE4 TMEM185B TNPO3 TOP1 TPRA1 TRIM25 TRIP12 TRNAU1AP TYMS UBE2E3 UEVLD UNC13B USB1 VEZF1 VGLL3 YIPF4 YWHAZ ZNF654 GSE1432_CTRL_VS_IFNG_1H_MICROGLIA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1432_CTRL_VS_IFNG_1H_MICROGLIA_DN ABCD2 ACTN3 ACTR6 ACVR1B ADRA1B AFTPH AMOTL2 ANGPTL4 APOL6 ARHGAP33 ARPP21 B4GALT4 BACH1 BBIP1 BCL6 BLK BRCA1 C10orf88 CACNB4 CBR3 CCDC134 CCDC9 CCL2 CCL8 CCNJ CCNL1 CDC5L CDK2 CDKN1A CDON CEP162 CEP72 CHMP5 CISH CKMT2 CLP1 CNTN6 CREBBP CRTAC1 CTNNBL1 CXCL10 CXCL11 CXCL14 CXCL9 DACT1 DDX23 DGKQ DGUOK DLST DNAJC13 DRICH1 DUSP6 ELANE EMC2 ENY2 ERCC3 ERH EZH2 FAM131B FBXL5 FCGR1BP FEM1C FGF9 FLG FZD5 GABRG2 GADD45B GADD45G GAST GBP1 GFM1 GGNBP2 GIMAP5 GNG10 GOLPH3L GRHL2 GRIP2 GS1-600G8.3 GTF2B GTF2H5 GZMK HBS1L HLX HPSE2 HSPA12A IFIT2 IFIT3 IFIT5 IRF1 KAZALD1 KCNJ2 KCNQ4 KIF26B KRT14 LAP3 LCP2 LGALS4 LGALS8 LRP5L LY96 MAGEA6 MAGEC3 MAT2B MFAP3 MRPS28 MSH6 MSRB1 MTNR1A NDST2 NDUFA2 NET1 NEUROG2 NKX2-1 OR1E1 OR2F1 OR2H1 PAK1 PANK2 PCK1 PCNX4 PELI1 PICALM PIM1 PLCH2 PLEK PLEKHF1 PMAIP1 POLG POU5F1P3 PPA1 PPP1R3D PPP1R7 PPP6C PSG5 PSMB2 PTGDR2 PTPN13 PUS3 PYGM RAB33B RBM7 RBX1 RGS16 RGS17 RHOH RND1 RNF19B ROS1 RPS10P5 S100A11 S100A13 S100A7 S1PR4 SATB2 SAV1 SCN1A SCYL3 SEPHS2 SETD4 SHFL SHOC2 SI SKP1 SLC10A2 SLC28A2 SLCO1B1 SMAP1 SOCS1 SOCS3 SPRED2 SPTLC2 SRPK2 STK38L TAX1BP1 TENT5A TERF2IP TFEC TMUB2 TMX1 TNKS2 TOP1 TRAPPC11 TRAPPC4 TRIB1 TSGA10 TTTY14 TUBB4A TWF1 UFC1 UGDH UGT2B17 USP8 VPS50 VSX1 ZFP36 ZIC3 ZNF226 ZNF267 GSE1432_CTRL_VS_IFNG_1H_MICROGLIA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1432_CTRL_VS_IFNG_1H_MICROGLIA_UP A4GNT ACVRL1 ADAM15 AHCY ALKBH4 ANKHD1 APBB3 ARPC2 ASIP ATG4B ATP11A ATP13A2 AURKAIP1 B4GALT2 BAG6 BBC3 BCAM BCKDK BICDL1 BRD4 BTNL8 C1orf216 CAD CAPG CAPN10 CAPN15 CBX4 CCDC102B CD320 CDH8 CDH9 CDK16 CDK7 CDKN2AIP CDX1 CENPB CIZ1 COMT CRY2 CXCR4 CYP3A4 DBF4 DESI1 DMBT1 DNAAF2 DNAJB5 DNAJC24 DOK3 DTX2 EGFL7 EHBP1L1 EMX1 EPHA1 FAAH FAM149B1 FAM89B FBXO40 FGF20 FGF6 FMNL1 FRAT1 FRS3 GASK1B GCC1 GCM2 GFUS GINS4 GJC2 GLP2R GNA13 GNB2 GPC1 H2BC7 HIC1 HOMER3 HOXD11 ID1 IER2 IFT81 IKZF2 IKZF5 ILKAP ITPA KDM2A KIR2DS1 KMT2D KMT5A KRT7 LHX2 LINC02981 LMAN1 LMAN2 LMF2 LPAL2 LRRC23 MAD1L1 MAP4K2 MAPK1 MBD3 MEF2D MGAT1 MID1IP1 MISP MSMB MVD NAA15 NAA35 NACC2 NCOA3 NECTIN3 NFKB2 NKTR NSMF OLIG2 PDZRN3 PFKL PGAP6 PHC2 PITPNM1 PKN1 PKP1 PLEC PLK3 PLXNB2 POLD1 POU3F4 PPP1R3C PPP5C PRKCZ-AS1 PRRC1 PSMC3IP PTOV1 PYCR3 RAB23 RABL3 RAPGEF1 RECQL5 RELB RER1 RFNG RGS9 RING1 RPS6KB2 SBF1 SCAND1 SCN2B SDHA SEZ6L2 SGK1 SH3GLB2 SLC52A2 SMG1 SMTN SNAI2 SNCB SNX29P2 SPRR1B SPTB SRPRA ST7L TACR3 TEX12 THOP1 TMEM259 TOLLIP TPM4 TPRA1 TRPC4AP TRPM4 TTC38 TUBB3 TUBGCP5 TULP1 UNKL UPF1 USF2 USP11 USP7 VEZF1 VPS4A WEE1 WWC2 ZBED1 ZBTB25 ZFP37 ZKSCAN4 ZNF148 ZNF250 ZNF512B ZNF574 ZNF652 ZNF688 ZNF74 ZNF814 ZWILCH GSE1432_CTRL_VS_IFNG_24H_MICROGLIA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1432_CTRL_VS_IFNG_24H_MICROGLIA_DN ADAR ADGRE5 AIM2 AK2 AMD1 ANK2 APOBEC3G APOL1 APOL2 APOL3 APOL6 ARF3 ARID5A ASCL2 ATG3 BAZ1A BTF3P11 BTN2A2 BTN3A3 C1RL C1S C5orf15 CALCOCO2 CASP5 CD38 CD40 CD47 CES1 CFB CIITA CRYBG1 CST7 CSTF3 CUL1 CXCL10 CXCL11 CXCL9 CYLD DDX47 DDX60 DENND1A DESI1 DIPK1A DR1 DYNLT1 ERAP2 ERLIN1 EZH2 FAS FCGR1BP FGL2 GBP1 GBP2 GCH1 GIMAP4 GIMAP6 GK GK3 GLRX H1-6 HCP5 HERC5 HLA-DPB1 HLA-DQB1 HLA-DRB1 HLA-E HLA-F ICAM1 IDO1 IFI27 IFI35 IFI44 IFIH1 IFIT3 IFIT5 IFITM1 IFITM3 IL15 IL15RA IL32 IRF1 IRF7 ISG15 ISG20 ISOC1 JAK2 KLF4 LAG3 LAP3 LGALS3BP LIMK2 LMNB1 LPIN2 LY6E LYN MCL1 MMP20 MOB1A MT1H MT1HL1 MT1X MTHFD1 MVP MX1 MX2 MYD88 MYOF N4BP1 NHEJ1 NMI NOD2 NTN1 OAS3 P2RY14 PAK1 PANX1 PARP12 PCDHA2 PDE4B PHF11 PIM1 PLA2G4A PLAAT4 PLEK PML PNO1 POLR3C PPP3CC PRPS2 PSMA2 PSMA4 PSMB10 PSMB2 PSMB8 PSMB9 PSME1 PSME2 PSME4 PSTPIP2 PTGES3 RALB RAPGEF2 RBCK1 RCN1 RHBDF2 RHOBTB3 RMDN3 RNF114 RNF19B RSAD2 RSU1 RTP4 SBNO2 SCARF1 SCO2 SECTM1 SELL SEPTIN4 SERPING1 SFT2D2 SLAMF7 SLC37A1 SLC6A12 SLIT2 SMCO4 SNAP91 SNX10 SOCS1 SOS1 SP110 SP140 SSPN ST3GAL5 STAP1 STAT1 STOM SYNC TAP1 TAP2 TAPBPL TDRD7 TGM2 TLN2 TMEM109 TMSB10 TMX1 TNFAIP2 TNFSF10 TOP1 TRAFD1 TRIM22 UBE2A UBE2L6 UBE2N UBE2Z UBP1 VAMP5 VPS9D1 VRK2 WARS1 GSE1432_CTRL_VS_IFNG_24H_MICROGLIA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1432_CTRL_VS_IFNG_24H_MICROGLIA_UP ABCC5 ABCG2 AGO1 ALDH9A1 ANG ANKS1A AP1B1 ARG2 ARL3 ARMC9 ASRGL1 ATP5IF1 AVPI1 BBS4 BMP2K BNC2 BNIP3L BRD8 CACNA1I CADM1 CALML4 CAMLG CBX1 CCDC28A CCNI CD14 CD163 CD28 CD302 CD9 CDKN2AIP CERK CHD3 CHD4 CHST7 COL6A1 CPM CRABP2 CRADD CRB1 CREB3L2 CSNK1E CTDSPL CUTA CXCR4 DAB2 DCLRE1A DGKA DIP2C DNAJC9 DPM3 DTNA EIF3E EPAS1 EPHB2 EPN2 EXTL2 FAM168A FBP1 FBXW2 FEZ2 FOS FOXO1 FOXO3 FUT8 GADD45A GALNT1 GBE1 GFOD1 GGA1 GNPDA1 GPNMB GRAMD4 HAMP HGSNAT HOXD9 HPRT1 HS3ST2 HTR2B HTRA1 IFNGR1 IL1R1 IQCC IRF4 ITGB5 ITPKB ITSN1 KDM3A KHK LPCAT1 LTA4H LTBP2 LXN MAPK13 MCM2 MCM7 MERTK MKNK1 MMD MMP2 MOSPD3 MYCL MYOM1 MYOZ1 NAXD NDRG2 NFATC3 NHERF1 NPIPA1 NUAK1 NUDT13 NUP85 OAT OLFML2B OLR1 OPN3 PABPC4 PALLD PAPSS2 PASK PCLO PDGFC PDHB PGAP3 PGRMC2 PLPP3 PLXND1 PMP22 PPT1 PRR5 PSAP PTDSS2 QPRT RAMP1 RASA1 RASGRP3 RB1CC1 RBM41 REV3L REXO2 RFPL3 RHOBTB1 RIDA RIMS2 RIMS3 RMND5A RNASE4 ROR1 RPA1 RPL15 RPS6KA2 RTN3 RXRA SERINC5 SESN1 SF3B3 SGSM2 SGSM3 SLC11A1 SLC16A5 SLC36A1 SLC38A7 SLC4A7 SLC7A8 SLCO2B1 SMAP1 SMS SULF1 SWAP70 TAF1C TAL1 TESC THBS3 TIAM1 TLCD3A TLR5 TM9SF1 TMEM106C TNFRSF21 TNFSF12 TPD52L1 TRAK1 TRIB1 TTC3 TULP4 TYMS UBE2E3 UBE4B UNC13B UROD VSIG10 VSIG4 WNK1 ZFHX3 ZFP36L2 ZMIZ1 ZMYND11 ZNF573 ZNF710 ZNF8 GSE1432_CTRL_VS_IFNG_6H_MICROGLIA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1432_CTRL_VS_IFNG_6H_MICROGLIA_DN ACTR10 ACTR6 ADAR AGO3 AIDA AKAP12 ALLC APOBEC3G APOL1 APOL2 APOL3 APOL6 ARAP2 ARF3 ASCC3 ATF5 ATG3 BAZ1A BCAR3 BMAL2 C1RL C1S C5orf15 CALCOCO2 CARS1 CASP4 CASP7 CCL8 CD47 CD53 CDS1 CERS6 CES1 CFB CIITA CNDP2 CNTN5 CSF2RB CTNNBL1 CTNS CXCL10 CXCL11 CXCL9 CYLD DDX21 DDX60 DNAJA1 DSC2 DYNLT1 EDN1 ELAVL4 ELF4 ESF1 ETV7 FCGR1BP FLT3LG FUT1 FUT4 G3BP2 GAS8 GBP1 GBP2 GCH1 GDI2 GIMAP5 GK GK3 GNG10 GRAMD2B GSAP HEG1 HERC6 HLA-DRA HLA-E HLA-F HNRNPR ICAM1 IDO1 IFI44 IFI44L IFIH1 IFIT5 IFITM1 IL15 IL15RA IL32 IRF1 IRF7 ISG15 ISG20 ISOC1 JAK2 JUNB KARS1 KCTD5 KIAA0040 KIF2A KPNB1 LAMTOR3 LAP3 LCP2 LIG4 LIMK2 LITAF LYN MCUB MED13L MTHFD2 MVP MX1 MYOF NBN NECTIN3 NMI NOD2 P2RY14 PANK2 PARP12 PDCD1LG2 PDGFRA PHF11 PIM1 PLAAT4 PLEK PLSCR1 POLG POLR3D POMP PPA1 PRPF3 PRRG4 PSMA2 PSMA3 PSMA4 PSMB8 PSMB9 PSME2 RAB20 RAB27A RALA RALB RBCK1 RBM34 RBMS1 RCN1 RCVRN RFTN1 RHBDF2 RHOBTB3 RIGI RNF114 RNF19B RNF24 RSAD2 SAR1A SBNO2 SCARF1 SCO2 SECTM1 SERPING1 SLAMF7 SLAMF8 SLC25A28 SMCHD1 SMCO4 SOCS1 SP110 SP140 SP140L SRI SRP54 SSB STAP1 STAT1 STAT3 STAT6 STOM STX11 TAP1 TBX21 TDRD7 THOC2 TIA1 TMEM126B TMEM185B TNFSF10 TOP1 TRAFD1 TRIM26 TYMP UBE2A UBE2L3 UBXN4 USP25 VAMP5 VPS54 VPS9D1 VRK2 WARS1 ZNF672 GSE1432_CTRL_VS_IFNG_6H_MICROGLIA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1432_CTRL_VS_IFNG_6H_MICROGLIA_UP ABCC5 ACVR2B ADAMTS3 ADRA1D ANKRD10 ARHGAP26 ARL3 ASB1 ASB13 ASXL2 ATMIN ATP6V0A1 ATP6V0E2 AVPR2 BDH1 C2CD3 CACYBP CBY1 CCDC93 CCNG2 CDH6 CDK2AP2 CDK5 CDKN2A-DT CHAF1B CHD4 CNNM3 COQ8A COX11 CREB3L2 CRLF2 CROCCP2 CTCF CTDSPL CUTC CYTIP DAG1 DGKA DHRS11 DIP2C DYNC2LI1 ECT2 EIPR1 ESM1 EZH1 FAM193B FAM216A FBXO21 FGFBP1 FHIP2B FRMPD1 FYCO1 GABRE GALNT7 GDF2 GIPC2 GMCL1 GNLY GOLGA8A GRAMD4 GRK6 GTF3C2 HDAC3 HILPDA HLTF HMBS HMGCL HOMER3 IFNGR1 JADE1 JPT1 JTB KANK2 KATNB1 KCNMA1 KHK KLHDC2 LAGE3 LAMC1 LDB3 LIMS1 LRIG1 LRRC8D LUC7L2 MAOA MAP3K7 MAP4K1 MARF1 MAST3 MCM5 MCM6 MCM7 MDM1 MICAL2 MIEF1 MMD MPPED2 MRPL19 MRS2 MRTFB MSH2 MTSS1 MTUS1 NAA16 NCKIPSD NDUFA2 NDUFA8 NFS1 NFU1 NINJ2 NPY6R NSUN5P1 NT5DC2 NUAK1 OGG1 OLFML2B PAGR1 PARL PARP2 PASK PCBP4 PCDHA5 PCMTD2 PCNT PHTF1 PIK3R4 PLA2G12A PLXND1 POLR2H POLR3E PPM1D PPM1F PPM1H PPP2R5D PRKD2 PRPF8 PTPN22 RASA1 RASGRP3 RBM23 RBM4B RCN2 RFC4 RFC5 RHOBTB2 RMND5A RNF220 RNFT2 RPA1 RWDD2A RWDD2B S100B SAC3D1 SEL1L SEPHS1 SHQ1 SIVA1 SLC25A16 SLC25A42 SLC26A6 SLC5A3 SLC7A8 SLITRK3 SNAPC3 SNRNP25 SPSB3 SSBP3 STAT5B STK11 STRADA STXBP1 SUPT7L SV2C SYNE1 SYNRG TAS2R1 TBC1D13 TBC1D16 TMEM14B TMEM223 TMPO TNFAIP1 TNK1 TPST2 TRIAP1 TRIM8 TRMT61B TRPV4 TTC3 UBE4B UNC119B USP39 USP46 VPS72 WDFY3 WDR37 ZER1 ZMAT3 ZNF586 ZNF74 GSE14350_IL2RB_KO_VS_WT_TEFF_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14350_IL2RB_KO_VS_WT_TEFF_DN ABHD16A ABHD17C ACBD7 ACOT4 ADAM10 ADORA2B AGPAT3 AKR1C3 ALCAM ANP32B APOBEC3B ARHGAP33 ARHGEF16 ARL6IP6 ARMC2 ARMCX3 ASB2 ASNS ATAD5 BCL2 BLTP1 BSPRY C1QL1 C9orf152 CBX1 CCDC141 CCDC153 CCNC CCR4 CDYL CEBPB CENPO CENPU CEP85 CHCHD10 CHD7 CHID1 CHORDC1 CLTC CMPK2 CNR2 CORO2A COX6A2 CRABP2 CYP2R1 DCAF1 DENND3 DGKK DOCK10 DSCC1 EEF1G ELMO2 ENKD1 ENTPD1 EPAS1 ETS1 EZR F2R FASLG FCMR FLJ13224 FOCAD FZD10 G2E3 GALNS GARIN3 GBP2 GBP7 GCLC GEMIN8 GFI1 GFRA2 GNG12 GPM6B GPT2 GTPBP3 GZMA GZMB HELQ HEMGN HIVEP3 HMGA1 HNRNPA2B1 HNRNPF HOXC13 HPGD HSP90B1 IL10 IL12RB1 IL12RB2 IL13 IL2RA IL2RB IL4 IL7R IMPDH1 INTS14 IQGAP2 IRX1 ITGB1BP2 ITIH5 IZUMO1R KCNJ1 KCNK5 KIF3A KLRK1 L2HGDH LAT LPCAT4 LRRC42 LYST MANF MAP2K4 MCM2 METTL25 MGAT1 MIER1 MLPH MRPS31 MYADM MYCN MYEF2 NAGS NEB NEDD4 NKPD1 NKX2-8 NXPH4 PAQR4 PCDH11X PDIA5 PELI1 PELI2 PICALM PLAC8 PLXND1 PMP22 PPP1CC PRC1 PRDM1 PROS1 PRSS16 PSMA3 PSPH PTGIR RBPJ RIOK1 RPL9 RRAS2 RUNX3 SDF2L1 SELP SEPTIN3 SH3BP2 SHROOM2 SLC16A1 SLC16A10 SLC16A6 SLC2A4 SLC39A4 SLC3A2 SLIRP SNRPB2 SNRPF SOAT2 SOCS1 SOCS2 SRP68 SSR1 SSR2 STRN3 SUB1 SV2C TACC2 TBKBP1 TCEANC TERF1 TET1 TEX2 TG TMEM170B TMEM35A TOMM20 TOMM70 TOR2A TP53I11 TRAPPC13 TREML2 TSEN15 TSPAN4 TTLL12 TUBA3C TUBD1 TXNDC11 UBE2T USP14 VCAN XBP1 ZBTB16 ZNF664 GSE14350_IL2RB_KO_VS_WT_TEFF_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14350_IL2RB_KO_VS_WT_TEFF_UP ABCA3 ABCD3 ACADVL ADH1C ADH4 ADIPOR2 AFF3 ANKRD12 ANKRD50 ARFIP1 ARHGAP20 ATL3 ATP9B ATXN1 BACH2 BATF BCAS1 BCL2L14 BICD2 BICDL1 BLOC1S5 BLTP3B BMPR2 BPHL BTBD2 BTLA C6orf132 CCDC122 CCDC28B CCR6 CCR7 CD4 CD74 CD96 CDC37 CHMP1A CILK1 CLEC1A CLK1 CNPY3 COX14 CRACD CTSS CUEDC1 CYBA DAPL1 DBNDD2 DCLK1 DCLK2 DCTN2 DENND5A DGLUCY DIP2B DIP2C DNAAF4 DPEP3 DUSP19 DVL1 DYNLT3 ERGIC1 ERGIC3 FAAP20 FOXN3 FYN GPR174 GRAMD1B GSTM4 HAO2 HERPUD2 HEXIM1 HLA-DOA HLA-DRB1 HLA-G HOXA7 HVCN1 ID3 IER3IP1 IFIH1 IFTAP IGF1R IGFLR1 IL1R2 IVD IZUMO4 JOSD2 KCNK10 KCNMB4 KDELR1 KIF13A LANCL1 LNPEP LRIG1 LRIG2 MAP4K3 MAPK8 MAPRE3 MARCKSL1 MAST2 MAST4 MCOLN2 MORN1 MRTFB MYH10 MYO1E MYPOP NBDY NCF4 NCKIPSD NCOA7 NDUFA3 NEK9 NFAT5 NFKB2 NKX6-1 NLRX1 NMRK1 NOP53 NR4A2 NSUN4 OTX1 P4HTM PARP3 PARP8 PCBD2 PDK2 PER1 PHF20L1 PHKA2 PLAGL1 PLXNC1 POLK POLR2M POU2AF1 PRDX2 PRKCE PSME2 PSRC1 PTOV1 PTPRS RAB11FIP5 RAB43 RERE RFX5 RIC8A RIC8B RILPL2 RNF11 RNF122 RNF216 RNF43 RORA RPL13A RTL6 S100A8 SCIN SCN1A SDHAF4 SEMA4F SH3BP4 SIAH2 SLC27A4 SLC29A3 SLC9A9 SLC9B2 SOWAHC SQOR SSH2 ST8SIA6 STON1 STYX TACC1 TBC1D32 TBC1D5 TGIF1 THRSP TIAM1 TM4SF5 TMED4 TMEM154 TMEM42 TMEM50B TNFSF11 TNFSF4 TNFSF8 TNNI1 TRPA1 TSPAN3 UBE2J1 UVSSA VPS13A VPS39 WDFY1 ZBTB7A ZC3H12D ZCCHC18 ZHX2 ZMIZ2 ZNF445 ZNF703 ZNRF1 GSE14350_IL2RB_KO_VS_WT_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14350_IL2RB_KO_VS_WT_TREG_DN ABHD4 ACADL ADAM8 ADAMTS6 ADAMTSL4 ALCAM ALOX15B ANKRD6 ANXA2 ANXA4 AP3D1 APOBEC3B ARHGAP21 ARMCX4 AS3MT ATF6 ATP6V0E2 AXL BASP1 BCAS1 C1orf116 CAPN3 CBX6 CCDC157 CCN2 CCR6 CD160 CD1D CD38 CD81 CD83 CDCP1 CDKN2C CDSN CERK CHCHD2 CHST11 CHSY1 CKAP2 CSRP2 CTSW CXCL3 DAP DAPP1 DGKH DNAJC12 DNAJC9 ECM1 ELK3 ENO3 EPB41L4A EPCAM EPHX1 F13A1 F2RL1 FAM156A FAM234A FAM72A FAM89A FCMR FUT7 GLCCI1 GPR15 GPR83 GPRASP2 GRB7 GSTO1 GTF2IRD1 H1-0 HADH HDAC9 HECA HIPK2 HLA-DOB HMGN3 ICA1 IFT80 IGFLR1 IKZF2 IKZF4 IL1RL1 ITGAE ITSN1 KCNK6 KCNN4 KLRG1 KY L1CAM LAMC1 LCLAT1 LGALS3 LTB4R MAGI3 MAN1C1 MAPK12 MCUB METTL8 MIF4GD MKNK2 MMADHC MYO1E MYO1F NAP1L3 NCF2 NDRG1 NDRG2 NIBAN1 NKG7 NSD2 NSDHL NT5E NTN4 OAZ2 OBP2B OMD OSBPL3 PDCD1 PELI2 PENK PEX11A PHYHD1 PIP5K1B PLEK PLXDC2 POGK POLD3 PON3 PPM1B PPM1L PRDM1 PRG4 PRMT2 PRR5L PSTPIP2 PTOV1 PTPRJ RAD51B RAPH1 RASIP1 REPS1 RGS9 RHOQ RRAGD S100A4 SAT1 SDC4 SDHAF1 SELENBP1 SELP SERPINB6 SERPINE2 SESN1 SH3RF1 SLC15A3 SLC16A14 SLC16A3 SLC22A2 SLC39A4 SLC7A10 SLC9B2 SMC6 SMOX SORL1 SRGAP3 SSBP3 ST3GAL5 STX8 STXBP4 SWAP70 TAB2 TBC1D14 TCF4 TCN2 TF TIFA TMBIM1 TMEFF2 TMEM237 TMTC2 TNFRSF9 TRAF1 TRPM4 TSPAN6 TSPOAP1 TTC28 TTC39C TUBB2B TWSG1 UPP1 WDR35 WLS XDH YPEL2 ZBTB32 ZC3H12C ZCCHC18 ZDHHC24 ZNF516 ZNF583 ZNF608 GSE14350_IL2RB_KO_VS_WT_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14350_IL2RB_KO_VS_WT_TREG_UP ACAT1 ACCSL ACP3 ACVR1B ADCY3 ADGRE5 ADH1C AEBP1 ALG5 ALS2CL ANKRD39 ARL4C ARSB ATRAID B4GALT1 BAG6 BCL7A BCL9 BORCS8 BRAP BTBD19 BTC BYSL C19orf48P C1QTNF1 CA14 CACNA1C CANT1 CCDC86 CD86 CFAP141 CIB3 CLUH COIL CRTAC1 CTH CZIB DACH1 DAPL1 DCAF1 DDX59 DENND1C DENND2B DENND2D DHODH DHX33 DIDO1 DIP2C DNAJC11 DPH5 DPH6 DPP4 DPP8 DRC1 DSE DZIP1 ECE2 EEIG1 EFHD2 EFR3A EFS EFTUD2 EMG1 ENC1 ERI3 EYA2 FASTKD1 FCRL1 FHAD1 FHIP1B FLJ13224 FLT3LG FOCAD FXYD2 FZD2 GALNT6 GBP2 GBP7 GLMN GLRX GMEB2 GNAO1 GOLIM4 GPATCH4 GPM6B GRWD1 HEATR3 HESX1 HSD11B1 HSF1 HSPBP1 IGFBP4 IKBKB IL2 IMP3 IRGM ITPR3 KAZALD1 LAT LEPROTL1 LONP1 LRRTM3 MANEAL MBOAT1 MBP MCOLN2 MDFIC MDN1 MGAT4A MITF MLH1 MMP9 MMUT MORC2 MRPS23 MTFR1L MYO3B MYO6 NABP1 NCF4 NFIX NFU1 NLRC5 NOB1 NPC2 NT5C2 OGFOD1 OSGIN1 PACS2 PADI2 PCBD1 PCDHB3 PDCD11 PDE11A PDK1 PDLIM1 PDLIM4 PHLPP2 PIK3R5 PIM2 PNPLA7 POLR1B POLR3B PORCN PRKCQ PSMB10 PTPN9 PWP2 RCAN3 RHOBTB2 RRP12 RRP15 SCG5 SECISBP2 SEMA4A SERPINA12 SFN SHD SLC12A5 SLC16A5 SLC37A1 SLC39A11 SLC4A1AP SLC5A6 SMG8 SMPD1 SMYD1 SNAI1 SQLE STAT1 SYNJ2 TAPBP TAPT1 TBC1D5 TFIP11 TGM2 TK2 TMEM121 TMEM175 TMEM192 TMEM222 TMEM41A TNFSF13B TOR1AIP1 TPRN TPST2 TRIM26 TRIO TRIOBP TRUB1 TSPO TTC27 USP36 VAMP2 VTA1 WDFY1 WFDC1 ZBTB25 ZFP90 GSE14350_TREG_VS_TEFF_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14350_TREG_VS_TEFF_DN ABCB10 ACOX2 AGPAT3 ALDH1L2 ALPG ANGPTL4 ATF7 ATP5PB BAAT BBS5 BCAN BCL2L10 BEND4 BTNL2 C1orf105 CAV1 CBLC CBLN1 CCHCR1 CCNK CELF3 CENPN CHAC1 CHRNA2 CKB CLCN1 CLTA CMSS1 COLCA1 CPB1 CRTAC1 CSMD2 CTF1 CXCL17 CYP26A1 DCUN1D5 DENND5B DOK7 DRD2 DUSP22 E2F1 EIF3C EIF4EBP1 EPHB1 ERH EVC2 FBXL7 FDFT1 FES FFAR2 FGFR2 FLT3 FOXH1 FZD2 GAD1 GINS4 GJB5 GLMN GLRX3 GNAO1 GPI GPR173 GRHPR GRID2 GRK1 GSDMC GZMA HCN3 HES5 HGS HIC1 HOGA1 HOXB7 HPRT1 INSC INSRR IRGM IRX1 ITGB3 KANK2 KCTD1 KERA KITLG KRTAP12-2 LCE2B MAD1L1 MAP3K9 MAP9 MARK1 MBL2 MBOAT7 MICAL2 MINDY3 MMS22L MPP2 MPV17L MS4A3 MTFR2 MTUS2 NAP1L1 NECAB3 NEO1 NF1 NICN1 NOVA2 NPTX1 NPY5R NR1I2 NUP133 NUP62 OR10AD1 OTOF PAOX PCBD1 PCGF5 PDSS2 PFKM PHOX2A PKIG PLA2G12A PLAC1 PLCD4 PML PMVK POLA1 POLDIP2 POMGNT2 PPP1R13L PRIMA1 PRODH2 PTGFR PTGFRN PYM1 RAB36 RABL2A RBPJ REEP1 REEP4 RNASEH2B RNF182 RPA2 RPH3A RRBP1 RRM1 SCEL SCN2B SCRN3 SDF2L1 SEMA3B SEMA3F SEMA7A SH3GL2 SH3PXD2B SHH SHISA9 SHROOM4 SIRT3 SKA3 SLC28A3 SLC35A4 SLC37A4 SLC7A3 SLC9A5 SMC1B SOAT2 SOWAHB SOX21 SPDYE18 SPEG SRXN1 SUCLG1 SUV39H1 SYCE2 SYT1 SYTL3 TFF2 TFG THOC3 TIRAP TKT TM9SF4 TMEM121 TMEM144 TNFRSF13C TRIM10 TSPO2 TUBA8 TUBB6 UBE2T UGT8 USP13 VANGL1 WBP11 WDR12 WNT10B WNT16 WNT7A WNT8B ZDBF2 ZG16 GSE14350_TREG_VS_TEFF_IN_IL2RB_KO_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14350_TREG_VS_TEFF_IN_IL2RB_KO_DN A1CF ACSF3 ADAMTS12 ALPI AMIGO2 ANK1 APOLD1 ARFIP1 ARHGAP11A ARPC1B ASF1B ATF5 BCL2L14 C1orf112 CA5A CACNA1S CACNB3 CAMK2A CASKIN1 CBX6 CCDC184 CCDC3 CCDC83 CCN1 CCNE1 CCR6 CDC20 CDCA5 CENPT CEP89 CLMN CLSTN3 CTNND1 CTTNBP2 CXCL13 CXCL17 DBI DHCR7 DHFR DMPK DNAJB8 DNMT1 DSC2 E2F8 EDA EFNA4 EME1 ERICH3 ESPL1 ETV4 EXTL2 F8A1 FADS1 FADS2 FAM181A FAM78B FBXO2 FBXW8 FSHR FSTL4 FZD6 GGN GGT5 GINS2 GMPR2 GP6 GPA33 GPR173 GSTT1 GSTT2 HEPHL1 HOXD8 HPD HRAS HS3ST6 HTR2B HYKK IFITM2 IFT43 KBTBD13 KCNC1 KCNK13 KDELR2 KDR KHDRBS2 KHSRP KIF11 KIF22 KIF24 KLF14 KNTC1 KYAT3 LCE2B LHX4 LITAF LOXL2 LOXL4 LRFN1 LTK LYPLAL1 LYZL4 MAD2L1 MAOA MAP7D1 MAPK3 MASP2 MGME1 MINDY4 MIS18BP1 MLC1 MLEC MLXIPL MRE11 MRPL20 MRPL54 MYDGF NCAPG2 NDUFS2 NEK2 NELFE NEUROG3 NMUR2 NRIP3 NRP2 NSG1 NTNG1 NUDT2 NUP133 OIP5 OLFML2A PAPSS2 PAQR5 PAX3 PCGF2 PCYOX1L PIK3R6 PILRB PLEKHA2 PM20D1 PML PMVK POLE POLK PPIL1 PRIM1 PRKAR2A PRKCSH PRKD1 PRR27 PRRT4 RACGAP1 RBPJL RENBP RRM1 SDF2L1 SDS SESTD1 SHBG SHISAL2B SHMT2 SKA2 SKA3 SLAMF9 SLC16A14 SLC22A14 SLC38A3 SLC4A11 SNRNP27 SNX25 SPC24 SRGAP3 SRSF9 SSX2IP STARD10 STIL SUPT3H TAFA5 TBX21 TEX26 TFRC TIMP3 TKFC TKT TMEM106C TMEM160 TMEM183A TMEM67 TMEM74B TOMM40 TONSL TOP2A TPGS1 TSPAN2 TXLNB UBE2M UNC119B VSTM2B WBP4 YWHAE GSE14350_TREG_VS_TEFF_IN_IL2RB_KO_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14350_TREG_VS_TEFF_IN_IL2RB_KO_UP AATF ABCB1 ABR ADAMTS10 ADCY7 ADD3 ADI1 ADNP AGER AIRN AKAP8L AKAP9 ANGPTL2 ANKHD1 ANKRD16 APC APMAP ARHGAP15 ASXL2 ATP1B3 ATP9A BAG3 BIN1 BMP2K BRD8 BTG2 C6orf62 CA2 CAST CBFA2T2 CBL CCDC126 CCDC62 CCNL2 CCNT2 CDK17 CDK5 CEBPB CHD9 CLCF1 CNBD2 CRTC3 CYP4V2 DANCR DAPP1 DDB2 DET1 DGKA DGUOK DHRS11 DHX33 DHX8 DPP4 DYRK1A E4F1 EIF3E ELMO3 ESYT2 EXD2 FAM110B FAM168B FAM241A FAM76B FBXO33 FMNL3 FNBP4 FOXN2 FYCO1 FYN GBP6 GCFC2 GIMAP5 GLIPR2 GNS GOLGA5 GOLM2 GPR83 GRAMD1A GSK3B H2AC25 HLCS HOPX IFIT1 IK IKBKE IL27RA ITGB7 JADE1 KBTBD2 KCTD18 KDM7A KLF9 LAT LCK LMTK2 LPAR6 LRRC45 LTA LY6E MAGEF1 MAPK8IP3 MAT2A MBNL1 MED1 MED15 MFAP1 MORC2 MOSMO MS4A6A MTERF3 NEMF NLRC3 NMB NRBP1 NT5C3A NTAQ1 NUDCD3 OSGIN1 OSTM1 OTULINL OXR1 PARP6 PARP8 PDE2A PDP1 PHC3 PIK3C2A PKD1 PKP4 PLEKHG2 PPP1R3F PRKCE PRKCZ PUM2 RAB11FIP2 RABAC1 RBL2 RCAN3 RDH10 RFFL RFX7 RFXANK RHOH RNF139 RNF145 RUFY1 RWDD3 SBF1 SHTN1 SIMC1 SLC35B3 SLC35D2 SLC49A4 SNAPC5 SNRK SNRNP48 SP1 SPACA1 SPATA5L1 SPIN1 SRPK1 STX17 SULF2 SYTL1 TAF5L TAPT1 TBC1D8B TENT4B TEX264 TMC6 TMEM106B TMEM81 TNFRSF13B TOGARAM1 TPCN1 TRAPPC10 TRAPPC2 TRIB1 TRIM26 TTC7A TTLL3 TTLL4 TUBA4A UBR3 UBR5 USE1 USP48 VPS13D VPS16 WDR44 XPO6 ZBTB11 ZBTB4 ZC3H12A ZC3H13 ZMYM4 ZNF281 ZNF493 ZNF639 ZYG11B GSE14350_TREG_VS_TEFF_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14350_TREG_VS_TEFF_UP ABCG1 ABCG2 ABTB3 ACTR10 AGGF1 AGO1 AKAP9 ANKRD11 ANTXR2 APPBP2 ARHGAP5 ARID1B ARMC5 ASH1L ASTE1 ASXL2 ATG10 ATG5 ATP7A ATP9B ATXN1L BICRA BTG2 C14orf119 C3orf70 CACNA2D4 CASP1 CCDC126 CCDC186 CCDC61 CD38 CD79B CD83 CDK17 CDK5R1 CELF2 CERK CHST10 CISD2 CLN5 CLOCK CRKL CRTAM CSAD CSGALNACT2 CSTF2T CXCR5 CXXC1 CYB5A CYTH3 DBNDD2 DGKZ DIAPH1 DOCK8 DYRK2 ENSA ERBIN FAM172A FAM234A FAM50A FBXL3 FBXO32 FGD6 FICD FYN GABRR2 GALM GATA1 GATAD2B GPCPD1 GRIPAP1 GUCY1A1 HDAC10 HELZ2 HERPUD1 HMG20A ICE1 IFIT1 IK IL10RB IL27RA IRF4 ITPRIP KDM3B KIDINS220 KRAS LCLAT1 LCOR MAP3K2 MAP4K3 MAPK11 MARCHF5 MBD5 MED17 MEF2A MEGF9 METTL17 MKNK2 MLLT6 MOB1A MON2 MPHOSPH9 MPP1 MSL2 MTERF3 MTG2 MTMR10 MTMR12 MTSS1 MYSM1 NEDD4L NKIRAS1 NMB NOP53 NXF1 OGT PHIP PIAS1 PLEKHA1 PLPP6 PRDM15 PRKD2 PRKDC PROSER1 PTEN PUM1 RAB11FIP2 RAB14 RAPGEF6 RBM22 RCN1 RIC8B RNF167 RNF169 RNF213 SCAF8 SCAI SEC24A SECISBP2L SERPINC1 SKI SLAMF1 SLC25A45 SLC44A2 SLC45A4 SLTM SMAD3 SMARCA2 SMURF2 SNRK SOS1 SPACA1 SSBP2 SSH2 STAT5A STIM2 STK38 SUSD6 SYF2 SYNE1 TAFAZZIN TAPBP TBC1D17 TBC1D4 TBRG1 TENT4B TM2D1 TMED4 TMEM106B TMEM131 TMEM222 TMEM230 TMX4 TNFRSF1B TOR1B TPGS2 TRAT1 TRIM11 TRIM33 TRIM65 TSC1 TSPAN13 TSPAN32 TULP4 UBP1 VPS16 VPS26A VWA5A WDR37 WDR41 YPEL2 ZDHHC15 ZFP1 ZMYND11 ZNF451 ZNF507 ZNF638 ZNFX1 ZSCAN21 GSE14386_UNTREATED_VS_IFNA_TREATED_ACT_PBMC_MS_PATIENT_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14386_UNTREATED_VS_IFNA_TREATED_ACT_PBMC_MS_PATIENT_DN ADAM9 AREG ARHGAP21 ARRDC4 ATAD5 BATF BCL2L11 BIRC3 BRCA1 BST1 BST2 CABLES1 CAPG CBLB CCDC134 CCL2 CCNYL1 CCR9 CCRL2 CD160 CD180 CD38 CD44 CDC14A CEP170 CPT1A CTLA4 CXCL10 CXCR4 CYP20A1 DUSP16 EEA1 EIF2AK2 ENTPD1 ETS2 EXO1 F13A1 FABP7 FAM3C FANCC FGL2 FILIP1 FPR1 G6PC3 GPR146 GSTO1 HAUS7 HEG1 HELLS HEXIM1 HIF1A HIPK2 HNRNPLL IER2 IFI16 IFI30 IFI44 IFIT3 IFNGR1 IL1R2 IL1RL1 IL6ST IRF4 IRF7 ISG20 ISOC1 ITIH5 ITM2A KIF18A KLHDC2 LCLAT1 LITAF LY6S MAFF MDFIC METTL2B MFSD2A MIR15A MPO MS4A3 MT1A MT2A MXD1 MYB NAMPT NDRG1 NEB NEURL3 NFIL3 NHLRC3 NINJ2 NR4A1 OCIAD2 ORC1 P2RY13 PACSIN1 PARP12 PBK PDCD1 PDE4D PDE7B PHLDA1 PI4K2B PLIN2 PLK4 PLXDC2 PMF1 PPP1R16B PRTN3 PTCH1 RABGAP1L RGS16 RIGI RNF125 ROM1 RPAP3 RSAD2 RTP4 SAA3P SERPINB9 SETBP1 SHMT1 SKAP2 SLC25A36 SOCS4 SPATS2 SPC24 SPIN2A SRGAP3 STAT3 STX11 SULT2B1 SYCE2 SYT11 TAF4B TBC1D19 TFDP2 TFEC TGIF1 TIGIT TLR7 TMBIM4 TNFRSF18 TNFRSF4 TNFRSF9 TOX TPD52 TRAM2 TRIM5 TRPC1 TRPS1 TUBGCP2 TWSG1 UBASH3B UFD1 USP6NL VCAN XCL1 ZC3H12C GSE14386_UNTREATED_VS_IFNA_TREATED_ACT_PBMC_MS_PATIENT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14386_UNTREATED_VS_IFNA_TREATED_ACT_PBMC_MS_PATIENT_UP ABHD12B ACYP1 ADAM28 ADAMTS19 ADCYAP1 ANKRD34A ANKS4B ARL4C AS3MT AVIL BCO2 CACNA1G CARD6 CBY3 CD247 CFI CGREF1 CHAT CHRNA7 CLDN11 CNIH2 COL8A2 CREBL2 CTNNA3 CX3CR1 DDX23 DHODH DIP2A DISP2 DUSP13 EDNRA EGF ELFN2 ERFE ERICH5 ESM1 EVL FAM117A FAM184A FAM205C FAM24A FAM3A FAM47A FCGRT FOXH1 GARIN1B GASK1A GPR157 GPX8 GSC2 GZMA HCRTR1 HECTD2 HEXD HGF HHATL HNF4A HRH1 HTR1F IHH INHBB JAK1 JPH3 KCNA7 KCNJ2 KCNJ8 KLHL36 KRTAP1-5 KRTAP5-1 L1TD1 LAMA4 LCE1D LHFPL7 LOXHD1 MAP3K6 MEIS3 MGAM MIR326 NAGS NAT8B NKX2-1 NKX2-5 NPAS2 NTSR2 NUP210L NXPH1 P3H1 PATL2 PAX3 PCDHB6 PCYOX1L PDGFB PHETA1 PIM3 PLCH2 PLG POU3F3 PPP1R3E PREX2 PROX2 PTGES2 PTTG1IP PVALB RABEP2 RFNG RGS11 RRP9 S1PR5 SBNO2 SCNN1B SDK2 SEC14L2 SEMA3C SHF SIGLEC15 SLC22A23 SLC25A5 SLC41A3 SORCS2 SPN SPR SRL SSPN SULT4A1 SYPL2 TCF3 TCP11 TIGD3 TMEM237 TMEM37 TMPRSS9 TNFAIP8L3 TPPP3 TRAPPC14 TRNP1 TRPM2 TSKS URM1 USH2A USP46 VPREB1 ZBTB16 ZEB2 GSE14413_UNSTIM_VS_IFNB_STIM_L929_CELLS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14413_UNSTIM_VS_IFNB_STIM_L929_CELLS_DN ABCG5 ADAMTS20 AFAP1 ALPG ANKRD10 ANPEP APLN AQP1 ASIC2 ATOH8 ATP6V1C2 BAIAP3 BTN1A1 C18orf32 CADM2 CCR10 CER1 CES4A CETN1 CHMP3 CNTN3 CSF3R CSRP3 CYB561D2 CYP7B1 CYTH4 DDX24 DEFB130A DKK4 DLK2 DNMT3B DYNLL1 EDC3 EML1 FAM163B FAM32A FAT3 FCAMR GABRG3 GNG4 GPR151 GPR75 GSX1 HDGFL1 HMG20A HOXA7 HSD3B2 HSF2BP HTR5BP IGFLR1 IQCE ITGA2 JAKMIP2 KCNH5 KCNT2 KIRREL3 LCMT2 LDOC1 LYPLAL1 MAGEF1 MED4 MIPEP MIR183 MIR211 MRAP2 MRPL9 MSRB2 MYLK4 NGB NIPAL1 NPHP4 NPY2R OFCC1 OGFOD1 OLIG3 OR1D2 PDE10A PDGFRB PJA1 PLB1 PLPP7 PMFBP1 PPIL2 QTRT1 RAB3IP RFK RFT1 RFX4 RNF112 RNF34 RSPO3 S100A16 SEC16B SGCZ SIAE SLC12A5 SLC14A1 SLC38A5 SLC39A3 SLC39A9 SLC7A9 SPACA1 SPATA20 ST18 STX8 TAFAZZIN TGM4 TPO TRIM40 TRPM1 TTLL8 TTYH1 UGGT1 VPS26C VSTM2A WDR5B WFDC3 XCR1 GSE14413_UNSTIM_VS_IFNB_STIM_L929_CELLS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14413_UNSTIM_VS_IFNB_STIM_L929_CELLS_UP ACBD7 ACY3 AHCYL1 AKAP6 AP3S1 ATL2 ATXN7L3 B4GALT5 BAALC BATF2 BDKRB1 BTBD1 C11orf91 C1orf141 C1orf185 C6orf58 CCDC18 CCDC68 CCDC81 CCL4 CCN6 CD63 CDC42BPA CDC42BPG CDK14 CEL CEMIP2 CHCHD5 CLNK CP CSPG4BP CTNNAL1 CUEDC1 CXCL9 CYLC1 DCAF12L1 DDN DDX28 DGLUCY DNASE2B DZANK1 ECI2 EMILIN2 ENO4 FABP12 FAM219B FAM81A FARP1 FBXO27 FIGLA FILIP1L FXR2 GNAL GNRH1 GRXCR1 HMGCS1 HOXB2 IDH1 IFITM5 IFT43 IL21R JAM2 KCNB2 KDM4D KIF27 KLHL26 KRT8 LAMP5 LGR4 LNX2 LRFN3 MAGEB17 MAP1LC3A MED12L MIR300 MIR31 MRPL47 NFYA NLRP2 NR4A1 NXF1 OTX1 OVOL3 PIK3R6 PMP2 PODNL1 POGK PPP1R10 PSMA2 PTPN23 RAD51D RANBP3L RAPGEF5 RDH16 RFX5 RTRAF SAA3P SERPINE2 SLAMF9 SLC22A9 SLC4A4 SNAI3 SNX1 SPATC1L SPOCD1 SULF2 TACR3 TBC1D2 TERB1 TESC TFDP2 THNSL2 TLR3 TRERF1 TRIM80P TSPAN2 UBE2D4 USP9Y VANGL1 VSIG10L VSIG4 VWA8 XRRA1 ZBTB17 ZFP30 GSE14413_UNSTIM_VS_IFNB_STIM_NIH3T3_CELLS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14413_UNSTIM_VS_IFNB_STIM_NIH3T3_CELLS_DN ABHD10 ACACA ACER3 AGA AHI1 AIF1 ARCN1 ASAH1 ATL3 ATP5MK BIVM CASP2 CCDC122 CCDC18 CCNH CDC14A CDH18 CEMIP2 CEP192 CHCHD5 CHIC2 CHKA CHMP5 CIBAR1 CMPK1 CPEB2 CPTP CRYZL1 CTDNEP1 CTSD DDX50 DHX29 DNAJB6 DOC2B DUSP16 DYNC1LI1 DYNLT3 EID3 EIF2S1 EIF5 ERP44 EXOC3 EXOC6B FAF2 FAM161A FGD6 FGGY FLG2 FOXO3 GDI2 GOLIM4 GSPT2 GTF2E2 HAUS2 HMBS HMGCS1 HYLS1 IGSF9B ITGA5 KLF8 KPNA6 KPTN LARP1B LIMS1 LY96 MAN1B1 MFSD6 MGAT2 MGAT4A MICU2 MMD MRPL32 MRS2 MSL3 MTFMT NAE1 NCAM2 NFYA NGRN ODF2L OGFOD1 OGN OTUD6A PANK1 PAX3 PAX4 PDE4DIP PEX11A PHF6 POGK POLB PPP1R15B PPP1R2 PPP2R2A PPP2R3C PRDM5 PRRT3 PTCD2 PTPN23 RAB28 RAP1GDS1 RBM28 RHEB RND2 RNF11 RNF19A RNF4 RPL5 SARNP SDF4 SDHAF3 SIGIRR SKA2P1 SLC25A3 SNX1 SNX6 SRBD1 SRGAP2 SUB1 SUGT1 SUMO1 TBC1D2 TCF4 TFDP2 TMA7 TMEM170B TXNDC11 UBE2A UBE2J1 UBE2N UHMK1 USP1 VPS33B WIPI2 ZCCHC8 ZFAND5 ZNG1A GSE14413_UNSTIM_VS_IFNB_STIM_NIH3T3_CELLS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14413_UNSTIM_VS_IFNB_STIM_NIH3T3_CELLS_UP A4GALT ABHD10 ADAMTS20 ANKRD61 APP AQP11 ARL4A ATL1 ATMIN ATP13A2 AXIN2 CD320 CDC42BPG CDK5RAP2 CDO1 CETN3 CHD4 CHGB CHRNA6 CIZ1 CLCN6 CLXN CMC1 CNTN2 CPSF3 CPXM1 CRAT CRYGN DEFB130A DIP2A DNTTIP1 DPP3 DUSP7 EFCAB10 ELAVL1 ELK1 ELL2 FAF2 FBRS FECH FGF13 FRMPD4 GATAD2B GBF1 GLRX GOLGA2 GPR151 HEG1 HGS HOXA5 HSCB HSPB1 ID4 IGLL1 IMMP1L KCNH5 KCNIP2 KCTD12 KIAA0319L KIF17 LAMC1 LRRC7 LYN MED8 MED9 MIP MIR9-3 MIRLET7B MNAT1 MRPL33 MRPS35 MUL1 MVB12B MYL12B MYOF NAGA NCAM2 NFATC2 NMI NPB NUP210 OAZ3 OLFM2 OVOL3 PARM1 PCDH12 PCDH19 PDE4DIP PFDN5 PIGT PLA2G2D POLR1D PRDX6 PRKAB2 PROK2 PRR14 PTPN23 PXN R3HCC1 RAB11FIP5 RABIF RAMP1 RAP2A RAPGEF1 RGMB RGS9 RNF32 RPL13 RPL29 RPL36 RPL37 RPL37A RPP14 RPS25 RPS27A SCARF1 SDF4 SGCZ SLC35G2 SNX29 SP2 SPEN SPNS2 SPZ1 SRGN TAF3 TIMM10 TLE3 TMA7 TMEM128 TRERF1 TRIM9 TULP2 TXNDC11 UBQLN1 UBTF VPS52 WDTC1 ZC3H4 ZSCAN22 ZYX GSE14413_UNSTIM_VS_IFNB_STIM_RAW264_CELLS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14413_UNSTIM_VS_IFNB_STIM_RAW264_CELLS_DN AATK ACTN2 ADAMTS19 ADRA1D AGER ALOX12B ALPI AMIGO3 ANK3 ANKRD1 ANKRD61 ANO7 APOB APOF ARAP3 ATP13A4 AWAT2 BAIAP3 BCAR3 BCL2L10 BMP8A CD34 CETN1 CHRNA7 CHRNE CLEC1A CNTN2 CORO6 COX4I2 DIP2C DPYSL3 DPYSL4 DUSP13 DUSP29 E4F1 EMX1 FADS3 FBXO43 FBXO46 FCAMR FCER1A FHDC1 FHL1 FZD3 GABRD GLI1 GPR161 GRHL3 GUCY2EP HCAR2 HEBP1 HOXA5 HS6ST2 IL1A INSYN2A ISLR KCNH5 KDELR3 KDM4B KIRREL3 KLHL31 KRT15 KRTAP5-3 LRFN2 LSMEM2 LYVE1 MAPK4 MIR195 MIR452 MIR499A MIR9-3 MMP25 MOCS3 MRAP2 MSRB2 MYRIP NGB NHLRC4 NKX1-2 NKX3-1 NLGN3 NMBR NPY1R OLFM2 OVOL3 PBLD PCDH18 PCDH19 PCLO PDE6G PIK3C2G PKHD1 PLPP7 PNPLA1 RBBP8NL RFX6 RTN1 SCRG1 SEC31B SEPTIN12 SLC1A3 SLC20A2 SLC35G2 SLC44A5 SLC7A9 SMPX SPRR3 SRD5A2 SULT6B1 TENT5D THNSL2 TMCC2 TMEM217 TRIM40 TSPAN1 TTYH1 UCMA USH2A VSX1 VWA5A WAS ZBTB7C ZDHHC11 ZSCAN22 GSE14413_UNSTIM_VS_IFNB_STIM_RAW264_CELLS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14413_UNSTIM_VS_IFNB_STIM_RAW264_CELLS_UP A3GALT2 ACTA2 ACTR2 ADAMTS7 ADARB2 ADGRF5 ATP6V0D1 BMP2 BPIFB1 C1orf185 C2orf50 C2orf69 C2orf80 CASP12 CBX1 CCDC141 CCDC192 CCM2L CD109 CMKLR1 COL11A2 CRACR2B DIP2C DMAC2 DNASE2B DRD3 EIF4E1B ELAPOR2 ELF5 ELOVL5 EMCN EPPK1 ERICH6B ETS2 FAAH FABP7 FAM117A FAM3A FANK1 FBXO46 FGB FOXO3 FSTL5 GFAP GLB1L2 HACD2 HMBS HMGCS1 HOOK1 HTR7 IDH1 IDO2 IFT43 IFTAP IGFLR1 IGSF21 IL31RA JPH1 KCNQ4 KIT KRT76 LBR LGR4 LMX1A LPAR4 LZTR1 MACROH2A2 MARCHF1 MAT1A ME1 METTL21A MINAR1 MIR222 MIR532 MIR539 MLIP MMP12 MSR1 MTFR1 NCKAP1L NEK4 NELL2 NEUROD1 NEXMIF NEXN NKG7 NOS3 NPNT NPY2R NRBP2 PABPC5 PAF1 PCLO PDE10A PEG10 PLXNB3 PMFBP1 PMP2 PPFIBP2 PPP1R14B PRAMEF13 PRLH PSPH RBM28 RCVRN RER1 RETN RGS14 RNF114 RPRD1B RSPO2 RUBCNL SAP30BP SARDH SDHA SERPINI2 SGMS1-AS1 SHC3 SHOC1 SIAE SLC22A23 SLC22A5 SLC25A11 SLC6A5 SMYD4 SNX4 SPATA7 SPDYE4 SPICE1 SPRR3 SPX SRY TMC5 TMEM38B TMEM82 TMIE TNFRSF11B TOR1B TPTE TRIM31 TRPA1 TSPO2 VNN1 VNN3P XYLB ZFP30 GSE14415_ACT_TCONV_VS_ACT_NATURAL_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14415_ACT_TCONV_VS_ACT_NATURAL_TREG_DN ACADL ACOT7 ADAM9 AIF1 ALCAM ALMS1 ANXA1 AP1S2 AP2S1 APOBEC2 ARAP2 ARHGAP18 ARHGAP26 ASF1B ATAD2 ATAD5 ATF6 BAG1 BAZ1A BST2 C1orf54 CALM1 CARHSP1 CASP3 CCDC124 CCDC34 CCR1 CCZ1 CD300A CD80 CDC14A CDC27 CDC6 CDCA2 CDKN1A CENPA CHIT1 CHMP2A CHST11 CHSY1 CKAP5 CLEC5A CLIC1 COBLL1 CRELD2 CXCL10 CXCR6 CYBB CYSLTR2 DDX28 DGAT1 DGKH DNAJB11 DTL DUSP16 DUSP4 ECT2 EHBP1L1 ELL2 ELOF1 ERCC6L ERN1 EXO1 EZH2 F10 FAM107B FAR1 FCER1G FKBP5 FOSL2 FUNDC2 GADD45B GALNT3 GBP3 GBP5 GCNT1 GDA GLRX GMPS GNG10 GPD2 GPR141 H1-0 H1-2 HIF1A HMGN2 HOMER1 HPRT1 HSPA4L HTATIP2 ICA1 ICOS IFI16 INSL6 ITGA1 ITGA2 ITGAM ITGAX KIF14 L1CAM LAIR1 LAMC1 LPIN2 LY86 MARCKS MCM4 MELK MFSD10 MIS18BP1 MMP8 MPEG1 MPO MRPL18 MRPL27 MTFR2 MX1 MXD1 MYADM MYL4 MYO1F MYO5A NDUFA1 NEK2 NFYB NIBAN1 NPTN NR1I3 NSMAF OCIAD2 ODC1 OGFRL1 ORC6 PBK PERP PGLYRP1 PHF11 PHLDA1 PLA2G7 PLBD1 PLK4 PLP2 PPM1J PRDM1 PRF1 PRKX PTGER4 PTGR1 PTPN12 PTPRJ RACGAP1 RAD54L RBM3 REEP5 RUNX2 S100A11 SAMSN1 SAP30 SCRN3 SDF2L1 SERINC3 SIRPA SIVA1 SMC3 SMPDL3B SNX10 SNX18 SNX5 SRGN STAP1 SYPL1 TBCB TLR4 TMPO TTC39B TTK TUBB4B VPS37B ZEB2 GSE14415_ACT_TCONV_VS_ACT_NATURAL_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14415_ACT_TCONV_VS_ACT_NATURAL_TREG_UP ABCA1 ABCE1 ACKR2 ACTN1 ADCY6 ADGRG5 ADGRL1 ADGRL2 AGFG1 ALS2CL AMOTL1 AMPD1 AP1AR APPL2 ARFGAP1 ARHGDIG ART4 ATP6V1D ATRN BEND5 BRWD1 CACNB2 CBFB CCR7 CCR9 CD2AP CEP97 CHD4 CHST15 CLDN6 CRLF3 DAPL1 DDC DISP2 DKC1 DPP4 ECM2 EML5 EPHX1 FAM193B FAM78A FBXO46 FNBP4 FNTB GBP4 GGT1 GGT5 GRIA3 HDAC2 HDAC4 HDAC7 ID3 IFNGR2 IFT80 IGFBP4 IL3RA IL6ST INPP4B INSR IPCEF1 ITGA6 ITGAE IZUMO1R KCNA3 KIFC2 KLF13 KRTAP17-1 L3MBTL1 LBH LDHB LDLRAP1 LEF1 MAP4K4 MCOLN3 METTL9 MGST2 MIR93 MTR MX2 MYC NAB2 NEDD4L NEK8 NIPAL1 NLRC4 NSG2 OAS2 OSBP2 PATJ PBX2 PCDH17 PDK1 PELI1 PIK3C2A PIK3R6 PLEKHA1 PLEKHG2 PLPP5 PMEPA1 PTH2R PTK2 QSER1 RAB3IP RAI1 RALGPS2 RAPGEF4 RAPGEF6 RBM38 RFLNB RGL2 RGS10 RIMS4 RNF207 RNF213 RREB1 SBNO1 SCML4 SCRN2 SEC63 SELE SELENOP SELL SEMA4B SESN1 SFMBT2 SH3BP5 SH3PXD2A SI SLC12A7 SLC16A5 SLC25A42 SLC28A2 SLC35G1 SLC49A4 SLC4A3 SLC6A19 SMAD1 SMCHD1 SPACA1 SREBF2 SSBP2 ST6GAL1 STAT1 STT3B TANC1 TDGF1 TDRKH TET1 TFDP2 TGFBR1 TGFBR3 TMEM131 TMEM184C TMEM86B TNFRSF14 TNFSF8 TNIK TNKS TNRC6C TOM1L2 TOX TPCN1 TRAT1 TREML2 TRPM7 TSPAN32 USP28 UTP25 VPS13C WDR13 WNT16 XKRX GSE14415_ACT_VS_CTRL_NATURAL_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14415_ACT_VS_CTRL_NATURAL_TREG_DN ACTR8 AKT3 ARHGAP35 ARL6IP6 ARRDC3 ASCC1 BAG5 BAMBI BBS2 BCOR BOLA2 BTG2 CARD6 CBR1 CCND2 CD101 CD28 CD55 CD7 CD72 CDC37L1 CHCHD6 CLYBL CUX1 CXCR4 DDHD2 DGUOK DMRTA1 DNAJC17 DPH5 DPH6 DUSP1 DZIP1 EBAG9 EEF1D EIF3F EPHX1 EVL EXOSC10 F2RL1 FAM120B FAM162A FBL FCHSD2 FOCAD FOXO1 FOXP1 GNG5 GNL1 GNPTG GPATCH4 GPR155 GPR183 GSTA4 GSTK1 GUK1 HEATR1 HINT2 HPCAL1 HSD17B11 HSD17B8 IARS1 IL15 IL7R INSR IRF7 KBTBD11 KCNJ8 KHK KIZ KLHDC2 KLRK1 LAT MAML2 MAP4K5 MCOLN1 MDC1 MDN1 MESD MFSD6 MICU3 MRPS28 MRTO4 MSANTD2 MTAP NBN NDUFAF4 NDUFS7 NEURL3 NFE2L2 NFIL3 NFU1 NHLRC3 NOP10 NOP14 NR1D2 NR4A1 NSMCE1 NT5E PALS1 PARP16 PARP6 PARP8 PCCA PIGY PLEKHA1 POLB POLR1C POLR1H POLR2E PRPF6 PRSS12 PTTG1 QTRT1 RAB23 RAB6B RFX3 RHOB RMDN1 RNF141 RPAP3 RPL19 RPL30 RPL36A RPP40 RPTOR RRP15 RUNDC3B SAMD3 SIDT1 SLC12A2 SLC25A36 SLC49A4 SLC4A1AP SMPDL3A SMYD3 SOCS6 SPACA1 SSH2 TAF4B TANGO6 TCEAL1 TCF7 TCTA THEM4 TMCC1 TMEM42 TNFSF8 TRIM13 TRIM39 TRMT112 TRNAU1AP TSPYL2 TTBK2 TXNDC15 USE1 UTP25 VKORC1 VPS28 WDR74 WDR75 XCL1 XRCC5 ZBTB20 ZEB1 ZFP62 ZNF708 ZNHIT6 GSE14415_ACT_VS_CTRL_NATURAL_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14415_ACT_VS_CTRL_NATURAL_TREG_UP ACAT2 ACOT11 ADRB3 ADSL ALYREF ARL3 ASF1B ATP6V0E1 AURKA BEX3 BIRC5 BUB3 C17orf98 C1QBP C1orf35 CAB39L CARS1 CARS2 CASP1 CCL2 CD48 CDC20 CDCA3 CDK1 CDK4 CDR2 CENPS CEP20 CHID1 CHRNA5 CINP CISD1 CKS2 CLTB CMAHP COX19 CPM CRELD2 CSF3R CYP20A1 CYP26B1 CYP39A1 DCK DDX18 DLAT DNPH1 EEF1D EEF1E1 ERG28 ERP29 EXOC8 FADD FAM72A FBXO5 FCGRT FLNB GEMIN6 GINS1 GJA8 GLO1 GLRX3 GRK3 GZMK H1-1 H2BC26 H4C9 HIRIP3 HLA-A IL1B ING1 ISOC1 KMT5A KPNA2 KYAT3 LDHA LSM10 LSM12 LSM2 LSM3 LSM7 LYAR MAFF MAPK8IP1 MARS1 MDC1 MDH2 MED30 METTL8 MORF4L2 MRPL1 MRPL18 MRPL22 MRPL49 MRPS18A MRPS18B MRPS25 MRTO4 MSMO1 MTO1 MXD3 NAT8B NDUFAF1 NDUFAF2 NDUFAF6 NEFH NEUROD1 NHP2 NIP7 NIPSNAP3B NME1 NUP37 OMA1 ORC6 PBDC1 PBK PCBP1 PCLAF PCNP PCTP PDE6D PGAM1 PIH1D2 PLD5 POLD1 POLE2 POLG POLR2L POLR3K PRELID2 PRMT5 PSMB2 PSMD6 PSMG2 RANBP1 RAPSN RBBP7 RFC5 RHBDD3 RNPS1 RPA3 RPAIN RPL7L1 RRM2 RSU1 SCARB1 SCYL1 SEC13 SF3B6 SFXN1 SGO1 SIVA1 SLC35C1 SNRPA1 SPIRE1 TAF12 TAGLN2 TEX30 TFDP1 TIMM17A TLCD5 TMCC3 TMEM106A TMEM107 TNFSF10 TRIR TRMT2A TSPAN32 TTC8 TTC9C TUBA4A TUBB4B UBE2I UCHL3 UCK2 UMPS UROS VDAC3 XRCC1 ZBTB32 ZC3H18 ZFP41 ZFYVE27 ZMAT1 GSE14415_FOXP3_KO_NATURAL_TREG_VS_TCONV_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14415_FOXP3_KO_NATURAL_TREG_VS_TCONV_DN ACADM ACTN1 ACYP1 ADAMTS10 ADAMTS17 ADGRG5 AMPD1 ANGPTL1 ANKRD55 ANP32A AP1AR ARID4A ARL5C ART4 ATRNL1 BDH1 CALCRL CCDC47 CCR7 CCR9 CD2AP CEP68 CEP97 CHD4 CHST15 CHTF8 CLYBL CMAHP CNGA1 COMMD8 CRLF3 DAPL1 DCAF6 DDC DENND6A DKC1 DPH5 DSE ELP3 EML5 EPHX1 EPSTI1 ESRP2 F2RL1 FAM47E FAM78A FBLN1 FILIP1L FNTB FOXK1 FOXP1 FRMD8 GALNT10 GAR1 GGT5 GRAMD1A GRIA3 GSTT2 GUCA2B HDAC2 HMBOX1 HSPD1 ICE2 ID3 IFNGR2 IFRD2 IFT80 IKBKE IL6ST IL7R ITGAE KAT2A KBTBD11 KLHDC1 KLHL6 LEF1 METTL8 METTL9 MGA MGRN1 MIR598 MYC N4BP2 NAA50 NAB2 NEDD4L NIPAL1 NKX2-1 NOP16 NRROS NSG2 P2RX4 PATJ PDK1 PELI1 PIK3IP1 PLEKHM1 PMEPA1 POLI PRDX3 PRMT3 PTPN6 PUM2 PWP2 RAB3IP RAD50 RAD52 RALGPS2 RAPGEF4 RAPGEF6 RARS2 RCN3 RGP1 RGS10 RNF122 RNF38 RNF40 RPL10A RPL13 RPL36A RPLP1 RRAS2 RREB1 RWDD3 SATB1 SCARNA17 SCMH1 SCP2 SELE SELENOP SELL SESN1 SFMBT2 SH3BP5 SH3PXD2A SLAMF6 SLC11A2 SLC12A7 SLC35A5 SLC6A19 SLCO3A1 SMAD7 SREBF2 SSBP2 SSH2 ST6GAL1 ST8SIA1 STAMBPL1 STING1 STT3B TANC1 TCF7 TDGF1 TDRKH TET1 TGFBR3 TIAL1 TLR1 TMEM41A TNFSF8 TNRC6C TOP2B TRAT1 TREML2 TTC27 TTC3 USP28 VPS26A WDR75 XKRX ZEB1 ZNF292 ZNRF1 GSE14415_FOXP3_KO_NATURAL_TREG_VS_TCONV_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14415_FOXP3_KO_NATURAL_TREG_VS_TCONV_UP ABCA1 ABCG1 ABTB3 ACYP1 ADCY6 ADGRG5 ADGRL2 AFP AKAP8L AKT3 ALDH3B2 AMPD1 AP1AR APPL2 ARHGAP15 ARID1A ARID4A ARL4C BAZ2B BCLAF1 BCOR BDP1 BICRA BPTF BRWD1 CACNA1G CALCRL CAMSAP2 CARD6 CARNS1 CCR9 CD2AP CEP68 CHD2 CHST15 CNGA1 CREBL2 CRLF3 DCAF6 DDC DISP2 DNAJC7 DPH5 DZIP1 EHMT1 EIF4A2 EIF5 ELMO3 ELP3 EPHX1 EVL F2RL1 FAM78A FBXL14 GALP GPATCH4 GRIA3 HNRNPH3 HSPBAP1 ICE2 ID3 IFNGR2 IFRD2 IL7R INHBB INPP4B IPCEF1 ITGAE JPH3 KCNMB3 KDM5B KLF3 KRBA1 KRTAP17-1 L3MBTL1 LDHB LEF1 LRRC1 LRRC23 LRRC4B METTL8 MGA MGST2 MON2 MYC N4BP2 NDUFAF4 NEDD4L NEGR1 NIPBL NPEPL1 NSG2 OMP OXT PAG1 PALS1 PAN3 PARP8 PATJ PCM1 PDCD4 PDK1 PELI1 PHF21A PLEKHA1 PLEKHM1 PNPLA7 PNPO PNRC1 POLR1A POLR1G POLR3D PPRC1 PRPF38B PRPF4B PRSS12 PSD3 RAB3IP RAD50 RALGPS2 RAPGEF4 RAPGEF6 RGS10 RIMOC1 RNF167 RPL36 RPLP2 RPS29 RRAS2 RUFY2 SCML4 SELE SELENOP SELL SESN1 SESN3 SH3BP5 SH3PXD2A SHF SI SKI SLC12A7 SLC43A2 SLC49A4 SLC6A19 SNX29 SPACA1 SSBP2 SSH2 STAMBPL1 TASOR2 TBXA2R TCF20 TCF7 TDGF1 TDRKH TENT5A TET1 TGFBR3 TLR1 TMIE TOP2B TRAT1 TREML2 TTC3 USP28 UTP25 WDR13 XKRX ZMYM2 ZNRF1 GSE14415_INDUCED_TREG_VS_FAILED_INDUCED_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14415_INDUCED_TREG_VS_FAILED_INDUCED_TREG_DN ABHD5 ACADL ACSL5 AHNAK AIF1 ALCAM AP1S2 APOBEC2 ARAP2 ARHGAP18 ARHGAP19 ARHGAP26 ASRGL1 ATF6 ATP6V1F AZIN1 BAG1 BEX3 BRCA1 BRCA2 CARHSP1 CASP3 CD200R1L CD38 CD44 CD48 CD7 CDC14A CDCA5 CELA1 CENPA CETN2 CHAF1B CHIT1 CHST11 CHSY1 CLSPN COBLL1 COX8A CRMP1 CRYBG1 CST7 CXCL10 CXCR6 CYSLTR2 DDX28 DHX58 DNAJB11 DUSP5 ECH1 ECT2 EEA1 EHBP1L1 EHD4 ELL2 EOMES ERCC6L ETFB EZH2 F2R FAR1 FARP1 FCER1G FKBP5 FRMD4B GADD45B GALNT3 GBP3 GIMAP4 GLCCI1 GSAP GSR H2BC4 HNRNPLL ICOS IFIH1 IL10RA IL15RA INCENP ING2 INSL6 ITGA2 ITGAL ITGAM JDP2 KIF14 KLRC2 L1CAM LAG3 LAMC1 LAX1 LIME1 LMAN2 LPIN2 LRPAP1 LRRFIP2 LY86 MCM4 MCM6 MICAL1 MTPN MX1 MYADM MYO1F MYO5A NAB1 NBEAL2 NCALD NCAPD2 NEK2 NR4A2 NSMAF PBX3 PERP PFKP PHF11 PLSCR1 PMAIP1 PNP PPM1J PRDM1 PREX1 PRF1 PRPF38A PSMA1 PSMB8 PSMD14 PTGER2 PTGER4 PTGR1 PTPRJ PTTG1 RAB1A RABGAP1L RAD54B RANBP17 RBBP8 RBL2 REEP5 RGS1 RGS2 RORA RRBP1 RSAD2 RUNX2 S100A11 S100A13 SDF2L1 SEMA4D SEPTIN4 SH2D1A SH2D2A SH3GLB1 SLA SLAMF1 SLC25A24 SMPDL3B SNX10 SRGAP3 SRGN STARD10 SUOX SWAP70 SYPL1 SYT11 TBCB TEC TMEM163 TOX TRAFD1 TSGA10 TTK USP18 VAMP8 XCL1 XDH ZBTB38 ZEB2 GSE14415_INDUCED_TREG_VS_FAILED_INDUCED_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14415_INDUCED_TREG_VS_FAILED_INDUCED_TREG_UP ADAP1 ADK AFG3L1P AGPAT5 AHSA1 ANXA2 ARHGAP21 ASF1B AURKA AURKB BANF1 BATF BCKDK BEX3 BIRC5 BUB3 CAD CALM3 CAPG CARS1 CCNB2 CCRL2 CD9 CDCA3 CDK1 CDK2AP1 CDK4 CDKN1A CDKN3 CENPN CENPP CENPS CEP72 CFAP20 CHML CISD1 CKS1B CLTB CLYBL CNIH4 COPS3 COPS4 COQ7 CRELD2 CS CSTF2 CYP20A1 DSCC1 DUT EEF1D EME1 ERH FADS1 FAM136A FAM72A FBL FBXO5 FKBP2 FLNB GEMIN5 GEMIN6 GGT1 GINS1 GMNN GSTO1 HAUS1 HAUS7 HEATR3 HIRIP3 HMGN2 HSD17B12 IARS1 IFI30 IL1R2 IMPA2 IRF4 ISOC1 JPT2 KYAT3 LAP3 LDHA LSM12 LSM2 LSM3 LSM7 LYAR MAFF MCM10 MCM7 MDC1 MECR MFSD2A MIS18BP1 MIX23 MORF4L2 MRPL18 MRPL42 MRPS22 MRTO4 MYC MYL4 NAMPT NANS NF1 NHP2 NOP56 NUDT1 NUP37 NUP43 ORC6 PANX1 PARK7 PBK PGK1 PMM1 PNO1 POLB POLD1 POLD2 POLE2 POLL POLQ POLR2L PPA1 PPIE PPIL1 PRDX1 PRIM1 PRIM2 PRKAG1 PRMT7 PSMB2 PSMC3IP PSMC4 PSMD6 RAD18 RAD51 RANBP1 RBBP7 RFC3 RFC5 RIPK3 RNPS1 ROM1 RPA3 RRM2 SAAL1 SEC13 SERPINE2 SFXN1 SGO1 SHMT1 SHMT2 SLC30A4 SMYD2 SNRPA1 SNRPD1 SPC24 SULT2B1 SYCE2 TAF12 TEX15 TIMM17A TK1 TMED10 TMEM106A TNFRSF9 TNFSF10 TPI1 TRMT5 TSEN2 TUBA4A TUBGCP2 UBE2L3 UBE2S UCHL3 UCK2 UMPS URB2 USP49 UXS1 VIM ZDHHC3 ZIK1 ZMYND19 GSE14415_INDUCED_TREG_VS_FOXP3_KO_INDUCED_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14415_INDUCED_TREG_VS_FOXP3_KO_INDUCED_TREG_DN ABI2 ACADL ACOT7 ACSL4 AHNAK ALCAM ANXA1 ANXA4 ARHGAP26 AS3MT ASRGL1 ATF6 ATG5 ATOH1 ATP2B1 ATP2B4 ATP5F1E ATP6V1G3 BAG1 BET1 BEX3 BLVRA CAB39L CAPG CARHSP1 CCL4 CD28 CD38 CD44 CDC34 CERS4 CHMP5 CHST11 CHSY1 CLYBL COBLL1 CRYBG1 CST3 CST7 CUTA CXCR3 CXCR6 CYRIA CYSLTR2 DKKL1 DMRTA1 DNAJC12 DOCK5 DSTN ECH1 EDF1 ELOA ELOB EPAS1 F2R FAF1 FCGR2B FTH1 GABARAPL2 GALNT3 GEM GIMAP7 GINM1 GLOD4 GNG10 GNPTAB GPD2 GSAP GSTP1 GZMM H1-0 H1-2 H2BC4 HACD2 HOPX ICOS ID2 IL12RB2 IL15 IL18RAP ING2 INSL6 ITGA1 ITGAL ITGAX JDP2 KCNJ8 KLRC2 LAMC1 LRRFIP2 MAP3K8 MFSD6 MICAL1 MLKL MRPS24 MTPN MYADM MYL4 MYO3B NCALD NDUFA1 NDUFAF2 NDUFS7 NELFE NFIL3 NIBAN1 NKG7 NPTN NR4A2 PCYT1A PGLYRP1 PHF11 PIK3AP1 PLAAT3 PLEKHF1 PLEKHM3 PMAIP1 PNP PPM1J PPP2R3C PRDM1 PRF1 PRKCE PRKX PSMB1 PSMD14 PSTK PTPN13 PTPRJ PTTG1 RABGAP1L RAP2A REEP5 RGS1 RILPL2 RNF216 RORA RUNX2 S100A11 S100A13 SAMD3 SAMSN1 SAP30 SBDS SCRN3 SERINC3 SERPINB9 SH2D1A SLC25A24 SLC4A7 SMNDC1 SMPDL3A SMPDL3B SNX10 SNX18 SNX5 SOAT2 SRGN ST8SIA4 STARD10 STAT4 SUCLG1 SUMO3 SWAP70 SYPL1 SYTL3 TAF9B TCP1 TENT5C TES TMBIM4 TMED10 TTC39B TTC39C TXNDC17 UFC1 UIMC1 VPS28 ZEB2 ZNG1A ZWINT GSE14415_INDUCED_TREG_VS_FOXP3_KO_INDUCED_TREG_IL2_CULTURE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14415_INDUCED_TREG_VS_FOXP3_KO_INDUCED_TREG_IL2_CULTURE_DN ABHD12B ABRACL ACSL6 ACSS2 ADCY7 AMOT ANTXR2 APC ARF6 ARHGAP45 ARHGEF18 ARID3B AS3MT ATG2A BCAS3 BEST2 BMAL1 BPIFA3 BTG1 C11orf91 C3orf84 CARD6 CATSPER1 CCNI CD2 CD226 CD247 CD84 CD96 CNNM2 CRIM1 CROT CTSA CX3CR1 CXCR6 DEFB4A DLX4 DNMT3L DVL3 DZIP1 EDARADD EID2B EPSTI1 EZH1 F2R F2RL2 FAM117A FAM184A FAM20C FAM78A FBXO32 FRMD3 GABARAPL2 GARIN1B GIMAP3P GPRC5D GRK1 GZMA HID1 HIP1 HLA-A HSD17B8 IFNA6 IL18R1 ITGAX KCNJ8 KIZ KLF12 KLF3 KLHL14 KLRC1 KRTAP5-1 LIX1L LRRC23 MAFG MAML2 METTL21C MGAT4C MIR130B MIR598 MOBP MUC19 NAT8B NCKAP1 NIPAL3 NKX2-1 NOP53 NRN1 NUDT17 OTOP1 PACS1 PCDHB10 PDCD4 PDE4D PHETA1 PI15 PPM1H PRR23C PRSS45P RAP2A RAP2B RASGRP1 RHAG RHD RINL RNF166 RNF167 RSKR RTP1 S1PR5 SFXN3 SH2B1 SIM2 SLC25A45 SLC6A5 SMAD3 SNX33 SPAG6 SPN SYNE1 SYP TCP11L2 TDRD5 TEAD1 TECPR1 TMEM71 TMEM74 TOR4A TSR3 TXNIP USE1 USH2A USP3 UTS2B VAMP2 VEGFC VPREB1 WFDC12 WNT3 YPEL1 YPEL3 ZC3H6 ZNF318 GSE14415_INDUCED_TREG_VS_FOXP3_KO_INDUCED_TREG_IL2_CULTURE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14415_INDUCED_TREG_VS_FOXP3_KO_INDUCED_TREG_IL2_CULTURE_UP ACADL ADGRG1 AIF1 AIM2 AK3 ALCAM ANLN ANXA4 APOBEC2 ARAP2 AREG ARMCX5 BAG1 BEX3 BST1 C1orf54 CARHSP1 CCDC88A CCL4 CD38 CEACAM1 CENPQ CHPT1 CHST11 CHSY1 CIBAR1 CIDEB CLEC4D CLGN CMKLR1 COBLL1 COQ10B CRELD2 CREM CX3CR1 CXCL10 CXCR3 CXCR6 CYSLTR2 DDX28 EEA1 EHD4 ELL2 EMC3 EOMES ERCC6L ETAA1 EZH2 F2R FCGR2B FGL2 GABARAPL1 GALNT3 GCH1 GEM GGH GIMAP7 GLCCI1 GOLIM4 GPR160 GPX8 GRB7 GXYLT1 H1-0 H1-2 H2BC4 HERC5 HOPX HSPA4L HTATIP2 ICOS ID2 IER3 IFI16 IFIH1 IFIT1 IL10RA IL18RAP IL1B INSL6 ISG20 ITGA1 ITGAM ITGB1 ITIH5 KCNIP3 KIF14 KLRC2 LAG3 LAMTOR3 LRATD1 LYRM1 MICAL1 MLKL MPEG1 MPHOSPH6 MTPN MX1 MXD1 MYADM MYBL1 MYL4 NAB1 NCALD NELFE NFKBIA NIBAN1 NKG7 NR2F6 NR4A2 NRARP OCIAD2 ODC1 PANX1 PDE4D PGLYRP1 PGM2L1 PHF11 PILRA PLA2G7 PLSCR1 PMAIP1 PNP PON2 PPBP PPM1J PRDM1 PRF1 PSMD14 PTTG1 RAP2A RBM47 RFK RGS1 RGS16 RILPL2 RNF2 RORA RTP4 S100A11 SAMD3 SAP30 SAR1A SCLT1 SERPINI1 SETBP1 SH3GLB1 SLC15A3 SLK SMNDC1 SNX10 SNX18 SOCS6 SRGN ST8SIA4 SUB1 SV2C SYPL1 TCEAL9 TMEM163 TMF1 TNFSF4 TREM1 TRIP11 TRPS1 TSPAN2 TTC39B TXNDC17 UIMC1 XCL1 XYLT1 ZEB2 ZFP69 ZFYVE16 GSE14415_INDUCED_TREG_VS_FOXP3_KO_INDUCED_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14415_INDUCED_TREG_VS_FOXP3_KO_INDUCED_TREG_UP ABCA3 ABCD3 ABRAXAS1 ADCY6 ADGRG5 AFP AGPAT5 AMPD1 ARFGAP1 ARHGAP15 ARID1A ART4 ARV1 BBC3 BDH1 BICDL1 BRWD1 C1QBP CARNS1 CCR7 CCR9 CD2AP CD320 CELSR3 CEP97 CHCHD7 CHD3 CHST15 CLDN5 CLIP1 CLYBL COX10 CPNE4 CRLF3 DAPL1 DKC1 DOCK11 DSE DZIP1 EEF1B2 EIF3E ELMO3 ELP3 EML5 ENTPD2 ESF1 EVL FAM78A FHIT FNTB FOXP1 GALNT10 GGT5 GLT8D2 GOLM2 GPATCH4 GRIA3 HSD17B1 ID3 IFT80 IL27RA IL6ST IL7R INPP4B IRS2 ITGAE KBTBD11 KDM5B KRBA1 LEF1 LRRC15 LRRC23 LTV1 MAGI3 METTL8 METTL9 MIR448 MIX23 MYC N4BP2 NEDD4L NLE1 NOMO1 NOP58 NRROS NSG2 OVGP1 PA2G4 PALS1 PATJ PDK1 PEX5 PIKFYVE PKP1 PLEKHA1 PMEPA1 PPRC1 PRDX3 PRMT3 PRPF4B PRSS12 PTK2 PWP2 QSER1 RAB3IP RAPGEF4 RAPGEF6 RBM33 RCCD1 RFLNB RGS10 RIMOC1 RPL10A RPL13 RPL22 RPL36A RPL8 RPS10 RPS26 RPS3 RRAS2 RWDD3 SATB1 SCML4 SELENOP SELL SEMA4B SESN1 SESN3 SETX SFMBT2 SH3BP5 SH3PXD2A SI SIDT1 SLC11A2 SLC12A7 SLC17A9 SLC43A2 SLC6A19 SNHG1 SPACA1 SREBF1 SSBP2 STAMBPL1 STOML2 STX1A TAGAP TANC1 TCF7 TDGF1 TDRKH TET1 TFPI TGFBR3 TIMM9 TLR1 TMEM25 TMIE TNFSF8 TOP2B TPCN1 TRAT1 TREML2 TTC14 TTC3 USP24 USP28 WDR13 WDR75 XKRX ZNRF1 GSE14415_INDUCED_TREG_VS_TCONV_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14415_INDUCED_TREG_VS_TCONV_DN ABTB3 ACSS1 ACSS2 ACTR6 ADAMTS6 ADCK2 ADRB2 ANGPTL7 AS3MT ASCC1 ATP6V1G3 AXIN2 B3GNT5 BAG5 BBS2 BBS9 BCOR BORCS7 CARD6 CBX7 CCDC125 CCDC191 CCND2 CD2 CD226 CD247 CD55 CD72 CD96 CEP164 CHMP1B CRIM1 CRTAM CXCR6 CYRIA DGUOK DMRTA1 DNAJB2 DNTTIP2 DZIP1 ELOVL7 EMB EML5 F2RL2 FBXO32 FOXJ2 FOXO3 FOXP1 FPGT FYCO1 GAB3 GABARAPL2 GGPS1 GIMAP3P GIMAP5 GPR155 H1-2 H2AC6 HERPUD2 HID1 HLA-G HPCAL1 HS3ST3B1 HSD17B8 HYI IL27RA IL7R IMMP1L INSYN2B IQSEC1 ITPR2 JAKMIP1 JUNB KAT6B KBTBD11 KCNJ8 KDM5B KDM7A KIZ KLF3 KLF7 KLRC1 KLRC2 L3MBTL3 LATS2 LRRC61 MAML2 MBD5 MFSD6 MICU3 MOCOS MPPE1 MYLIP MYO3B NARS2 NFE2L1 NHLRC3 NOP53 NR1D2 NRP1 NT5E OTUD1 PARP16 PEX6 PHF21A PIK3C3 PITPNC1 PJA1 PLEKHM3 PNPLA7 PPM1H PPP1R13B PPP3CC PRRG4 PRSS12 PSTK PUS3 QPCT RAB6B RAP2A RASGRP1 RNF167 RPL19 RPL4 RPTOR S1PR5 SAMD3 SEC16A SGMS1 SH2B1 SIDT1 SLC25A51 SLCO3A1 SMAD3 SMAD5 SMIM12 SMIM31 SMPDL3A SMYD3 SNX29 SPATA6 SPRY2 ST6GALNAC3 TASL TBRG1 TCF7 TCP11L2 TDRP TESPA1 TMEM65 TNRC6C TRAF1 TRAT1 TRIM13 TSC22D3 TTC39C USE1 VKORC1 XPC YPEL5 ZBTB20 ZBTB25 ZNF788P ZNHIT6 ZRANB1 GSE14415_INDUCED_TREG_VS_TCONV_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14415_INDUCED_TREG_VS_TCONV_UP ACP1 ADAP1 ANXA2 AP2A2 ARHGAP21 ARSB ASF1B ATP5IF1 AURKA AURKB BARD1 BIRC5 BUB1 BUB3 CALM1 CALM3 CCNA2 CCNB2 CDC123 CDC14A CDC20 CDC25B CDC25C CDC45 CDCA3 CDCA8 CDK1 CDK2AP1 CDKN2C CDKN3 CENPN CENPP CENPS CEP72 CHTF18 CKAP2L CKS1B CLIC1 COPS5 CS DBI DCK DDOST DDX39A DPAGT1 DSCC1 DUT E2F7 EPAS1 ERP29 ETFB FAM72A FBXO5 FIGNL1 GEN1 GET3 GGT1 GINS1 GLTP GMNN GZMB GZMK H1-1 H2AC15 H2BC1 H2BC26 H2BC3 H2BC9 H4C14 H4C8 HADH HAT1 HAUS1 HAVCR2 HEATR3 HIRIP3 HMMR IMPA2 IRF8 JPT2 KIF15 KIF18B KIF22 KNL1 LAMP2 LGALS1 LRR1 LSM12 LSM2 LSM3 LY6E MAD2L1 MCM10 MCM7 MIS18BP1 MKI67 MRPL18 MTX1 MXD3 MYL4 NDC1 NEIL3 NHP2 NME1 NRM NUDT1 NUF2 NUP37 PBK PCBP1 PHGDH PIGT PLK1 PLXNB2 PMM1 POLE2 POLL POLQ POLR3K PPIL1 PRIM1 PRIM2 PSAT1 PSMA1 PSMA5 PSMB2 PSMC3IP PSMD3 PTMS PYCARD RAD51 RAD51AP1 RAN RANBP1 RBBP7 RCC1 RFC3 RFC5 RIPK3 ROM1 RPA3 RPS6KA1 RRM2 SC5D SCARB1 SDHD SERPINE2 SGO1 SHMT1 SHMT2 SLC25A13 SNRPA SNRPA1 SNX9 SPAG5 SPC24 SPC25 SPDL1 STMN1 SURF4 SYCE2 TAF12 TAGLN2 TFDP1 TKT TMEM67 TPI1 TRAIP TRIP13 TROAP TTC9C TUBB4B TUBGCP2 UBE2I UBE2L3 VIM WIZ ZBP1 ZBTB32 GSE14415_INDUCED_VS_NATURAL_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14415_INDUCED_VS_NATURAL_TREG_DN AARSD1 ACAA2 ADAP1 ALDOA ALG8 ANAPC5 API5 ARHGAP11A ARHGAP19 ARL6IP4 ASF1B ASPM ATAD5 BIRC5 BRCA1 BST2 BUB1 BUB1B CALM1 CANX CAPG CCNA2 CCNB2 CCR9 CCS CD274 CDC25C CDC45 CDCA3 CDCA7 CDCA8 CDK1 CENPA CENPF CENPH CENPN CENPS CEP55 CHMP2A CKAP2L CKAP5 CKS1B CLEC12A CLSPN CORO1A COX5B DCTPP1 DEPDC1B DESI2 DLGAP5 E2F8 ECT2 EPSTI1 ERAP1 EXO1 EZH2 FKBP2 FKBP8 FPR1 GDA GEN1 GINS1 GLIPR2 GPR146 GPR55 GSTT2 H1-5 H2AC4 H2BC14 H2BP2 HADH HASPIN HDAC3 HK2 HMGN2 HMMR HSPD1 IFITM1 IGF2BP3 IL1RL1 IL1RL2 INCENP ISOC1 ITGA1 ITGAX ITGB3 ITIH5 KIF11 KIF14 KIF15 KIF22 KIF23 KIF2C KIF4A KLRG1 KNL1 KPNA2 LANCL2 LGALS3 LMAN1 LMNB1 MCM2 MCM3 MCM5 MELK MIS18BP1 MKI67 MMP8 MPO MRPL18 MRPL21 MS4A3 MT2A MYB NAP1L1 NCAPG NCAPG2 NEIL3 NME1 NOL12 NR1I3 NRM NUDCD1 NUDT1 NUF2 P2RY13 PALS2 PBK PCBP1 PDCL3 PDIA3 PIGT PLA2G7 PLAC8 PLK1 PLK4 PMF1 POLA1 PRDX3 PSMC3IP PSMD8 PTGR1 PTPN6 RAD51 RAD54L RBM17 RBM3 RPL41 RPN1 RRM1 SAE1 SAP30BP SDAD1 SEH1L SGO1 SHCBP1 SKAP2 SMC2 SMC3 SNX5 SPC24 SSR1 STMN1 TACC3 TAF1D TDRD6 TEX9 TIPIN TOP2A TPI1 TPM4 TPX2 TRIP13 TTC9C TTK TUBGCP2 UBR7 VCAN WARS1 WDHD1 ZNF106 GSE14415_INDUCED_VS_NATURAL_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14415_INDUCED_VS_NATURAL_TREG_UP ADGRG1 ADRB2 AKAP8L AKAP9 ANKRD24 APOBEC2 AREG ARF4 ARHGEF17 ARL4C ARMCX3 ARMCX5 ATF7 BAZ2B BLCAP CALCRL CARD6 CASP1 CASP4 CBR1 CCDC70 CCL4 CCL5 CCNG1 CD3G CD55 CD7 CDC42EP3 CEP95 CHD3 CHD9 CHPT1 CIR1 CLGN CLK1 COQ10B CR2 CRELD2 CREM DCP1B DDX60 DNAJB9 DNTTIP2 DUSP1 DYNLT3 EIF1 EOMES EPC1 EPC2 FABP3 FAM120B FAM50B FBXL12 FBXO32 FIBP FMO5 FNDC5 FOXC2 FOXO3 FRG2B GAB3 GCH1 GEM GGNBP2 GLCCI1 HERPUD2 HOOK3 ICA1L IFIH1 IGFLR1 IL15 ING1 IRAG1 IRF2BP1 JUNB KCNIP3 KIF5C KIN KIZ KLF2 KLRC2 KMT5B LATS2 LCE1B LDHB LENG9 LRATD1 LRRC23 MAPKAPK5 MARCHF7 MBLAC2 MGST2 MPPE1 MX2 N4BP2L1 NKIRAS1 NOL8 NR3C1 NRARP OFD1 PARP8 PDP1 PENK PFN2 PGLYRP3 PGM2L1 PHF21B PIGP PLSCR1 POLR2M PPM1B PPP1R12A PRSS2 PTTG1 RGS1 RMI1 RNF2 RNF43 RSF1 S1PR5 SAMD3 SERPINI1 SH2D1A SLC26A2 SLC7A6OS SNAP47 SPAST SRXN1 ST8SIA4 TBC1D12 TBC1D4 TMEM9B TNFSF4 TRAF5 TRIP11 TTC3 UBE3A ULK2 VGLL1 VPS37A WLS YAF2 YPEL3 YTHDF1 ZBTB2 ZDHHC20 ZEB2 ZRANB1 ZUP1 GSE14415_NATURAL_TREG_VS_FOXP3_KO_NATURAL_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14415_NATURAL_TREG_VS_FOXP3_KO_NATURAL_TREG_DN ABCG8 ABTB2 ADGRG1 ADRA1D AIM2 AKAP8L AKAP9 AKT3 ALDH1A3 ANKRD12 AREG ARF4 ARID4B ARL13B ARL4C ARMCX3 ATF7 ATP8A2 BAZ2B BDH2 BMERB1 BMT2 BORCS7 BPTF C10orf82 C12orf71 C1orf21 C2orf50 C3orf62 CARD6 CASP1 CAV1 CCDC171 CCL4 CCL5 CD3G CD7 CDC42EP3 CEACAM1 CHD3 CHD9 CHIC1 CLGN COQ10B CPEB2 CREBL2 DDX60 DEXI DNAJB9 DNAJC27 DOCK7 DYRK2 EIF1 ELMO3 EOMES EPC2 EPCAM ERCC6L2 FAIM FAM120B FAM53A FBXO32 FOXN3 FPGT FRG2B FSHB GEM GGNBP2 GNG5 GOLIM4 GPX8 GRM8 HERPUD2 HOXB4 IER3 IFIH1 IFIT1 IGSF23 IL1B IRF2BP1 ITGAD KCNIP3 KCNJ8 KIF5C KIZ KLHL30 KLRC2 KMT5B KRTAP1-5 LATS2 LDHB LRATD1 LRRC1 LRRC23 LRRC75A LYZL1 MAFK MARCHF7 MBLAC2 MIR155 MIR501 N4BP2L1 NDNF NKD2 NKIRAS1 NPFF NR3C1 OGFOD2 OLFM2 ORAI3 PARP8 PDCD4 PEBP1 PGM2L1 PGRMC2 PHC3 PIGP PITPNC1 PLK2 PLLP PLSCR1 PNRC1 PPIL4 PPM1B PSIP1 PTTG1 RERE RGS1 RNF2 RNF43 RSF1 S1PR5 SAMD3 SAMD9L SEC62 SEPTIN4 SERPINI1 SLC22A17 SLC22A23 SLC7A6OS SLCO2A1 SMTNL2 TBC1D12 TERF1 THAP6 THOC2 TMEM210 TPPP3 TRAT1 TRIP11 TTC3 UBE2D2 VAMP4 WASL WLS XCL1 YPEL3 YPEL5 ZBTB2 ZC2HC1A ZEB2 ZFP1 ZFP90 ZUP1 GSE14415_NATURAL_TREG_VS_FOXP3_KO_NATURAL_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14415_NATURAL_TREG_VS_FOXP3_KO_NATURAL_TREG_UP ABCG4 ACOT11 ADRB2 AP1S2 APOE ARHGAP39 ATP6V1G2 B3GALT1 BDP1 BMAL1 BST2 C1QC CAPN9 CAVIN4 CCL2 CCL5 CCR9 CD164L2 CD226 CD24 CD300LG CD38 CD3G CD48 CD55 CD5L CD7 CD86 CDC42EP3 CEBPZ CEP112 CEP170 CFLAR CHD3 CHORDC1 COX8C CRELD2 CXCR6 DDX60 DMXL1 DNAJB3 DNAJB9 DPH6 DST DUSP14 DZIP3 F13A1 FAM120B FAM161B FCGR2B FRY GALM GBP5 GEM GGA3 GGCT GLT8D1 GRHL3 GVINP1 HOMER1 HOPX HSPA2 IFI44 IFIT1 IFIT3 IGDCC4 ING1 ITPR2 JOSD2 KAT6B KIF27 KIZ KLK13 KLK8 KLRC1 KLRC2 KRTAP6-3 L1CAM LACTB LCORL LGALS3 MAML2 MAP3K12 MDFIC METTL8 MIR500A MLF1 MPO MPPE1 MS4A3 MYH1 MYH11 NCOA7 NEIL1 NES NETO2 NHLH1 NQO2 NRARP PBK PCM1 PDE6D PHF20L1 PLXDC1 PPP1R12A PYHIN1 QRFPR QRICH2 RAB21 RAB42 RABEP1 RAMP1 RAPSN RHOB RIGI RPL24 RSAD2 RSPRY1 SAMD9L SCGB1C1 SERPINI1 SLC45A3 SMOC1 SMPD2 SP100 SRD5A2 SRGAP3 SRXN1 STAP1 SYCP1 SYNE1 SYT10 SYT17 TBC1D9B TDRD6 TMCO2 TMF1 TOP1 TRAF5 TRIM5 TRPM4 TSGA10 TTC9C UHRF2 ULK2 UROS USH1C VAMP5 VPREB1 ZBTB48 ZDHHC15 ZEB2 GSE14415_NATURAL_TREG_VS_TCONV_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14415_NATURAL_TREG_VS_TCONV_DN ABCF1 ABR ACTB ADSS1 AGFG2 ANP32B ANXA4 ARF6 ARHGAP11A ARHGAP19 ASF1B ASPM ASXL1 ATP2A2 AURKA BIRC5 BLM BRCA1 BRIP1 BUB1 BUB1B CALHM4 CALU CBX5 CCNA2 CCNB2 CDC25B CDC25C CDC45 CDCA3 CDCA8 CDK1 CDKN3 CENPE CENPF CENPH CENPM CENPN CENPP CENPS CEP55 CHAF1B CHEK1 CHTF18 CKAP2 CKAP2L CKM CKS1B CLSPN CNIH2 CORO2A CTSC CTSD DHCR24 DISP2 DISP3 DLGAP5 DUT E2F8 EDN3 EHBP1L1 ESCO2 FAM117A FBXO5 FIBCD1 FKBP2 FKBP5 FOXE3 GINS1 GNAI2 GPR55 GSR GZMA GZMB GZMK H1-5 HCLS1 HELLS HIP1 HMGB2 HMMR HNF4A HNRNPA3 HNRNPUL1 HOXB2 IGF2BP3 IQGAP3 ITGAM ITGAX KCNK2 KDM4A KIF11 KIF14 KIF15 KIF23 KIF4A KNL1 LAMC1 LIG1 LIX1L LMNB1 LRR1 LSP1 MAD2L1 MAPK1 MCM2 MCM3 MCM4 MCM5 MCM7 MIS18BP1 MRPL34 MSN MTCH1 MTR MTTP MX2 MYBL1 MYL4 NAT8B NCAPD2 NCAPG NCAPH NCKIPSD NDC80 NEIL3 NEUROD4 NRTN NSMF NUF2 OSBPL3 PALM PAX1 PBK PDLIM4 PLK1 PMF1 PRC1 PRLR PRR11 PTGR1 PTMS PYCARD RAB39A RAD51 RAD51C RAD54L RNASEH2B ROM1 RRM1 RRM2 SCAF1 SGO1 SGO2 SLC41A3 SLC43A3 SMC2 SPAG5 SPC24 SPCS3 SPN STMN1 SYCE2 TACC3 TAF1D TEAD3 TK1 TOP2A TOPBP1 TPX2 TRNP1 TTK UHRF1 USP3 USP46 VIM WDHD1 XRRA1 ZBP1 ZBTB32 GSE14415_NATURAL_TREG_VS_TCONV_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14415_NATURAL_TREG_VS_TCONV_UP ADAMTS6 ADCK2 ANKRD33B ANKRD55 APC ARHGAP15 ARHGAP26 ARHGAP35 ARHGEF12 ARL5B ASB7 ATMIN ATXN1 B3GNT5 BCL2L1 BCL2L11 BTBD19 CAST CBLB CCDC125 CCNI CCNK CD164 CD226 CD3E CD47 CD96 CFAP68 CHIT1 CHMP1B CIRBP CIZ1 CNTNAP3 CORO2A CPT1A CRMP1 CROT CRTC3 CSF2 CTLA4 CTSE CTSO CXCR6 DAZAP2 DEFB4A DVL3 EID2B EMB EPSTI1 F2RL1 F2RL2 FBXL17 FBXL20 FBXO32 FILIP1 FOXN3 FOXP1 GAB3 GIMAP5 GIT1 GNPDA2 GPR171 GPR55 GRAMD1B GSKIP H1-0 HLA-A HNRNPDL ICA1 IFI16 IFIT3 IFNGR1 IL10RA IL18R1 IL1RL1 IRAK3 IRF9 ITGA1 ITIH5 JARID2 LGALS3BP MAF MAML1 MANEA MAP4K3 MAPK8IP3 MBD2 MFHAS1 MOSMO MRPS18C MS4A3 MX1 MYLIP NEB NFKBIA NHLRC3 NOP53 NOSIP NUCB1 OCIAD2 ORAI1 PCNX1 PDCD1 PDCD4 PDE4D PEAR1 PER1 PGAM2 PPFIBP1 PPM1H PPP3CC PSEN2 PTGER2 PTPN13 RAB12 RABGAP1L RASGRP1 RBAK RBM3 RUNX2 SAA3P SAMSN1 SETBP1 SFXN3 SLC25A51 SLC38A9 SMAD7 SMAP2 SPATA6 SPRED2 SRGAP3 TACC2 TBCEL TIGIT TLCD3A TMEM106B TMEM203 TMEM71 TOX TRIM24 TRIM34 TSC22D3 TTC39B TXNIP UBASH3B USP3 VAMP2 YPEL5 ZBED3 ZBTB25 ZBTB34 ZBTB38 ZC3H6 ZMIZ2 ZNF17 ZNF496 ZNF708 ZNF788P ZNHIT6 ZRANB1 GSE14415_TCONV_VS_FOXP3_KO_INDUCED_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14415_TCONV_VS_FOXP3_KO_INDUCED_TREG_DN AARSD1 ACAA2 AHCY AK2 ALDOA ANAPC5 ANP32E ANXA1 AP1S1 API5 ARHGAP1 ARHGAP11A ARL6IP4 ATAD2 ATAD5 ATP5F1B BIRC5 BRCA1 BRIP1 BUB1 BUB1B BZW1 CALM1 CAPZA2 CBX5 CCNA2 CCNB2 CDC25C CDC45 CDC7 CDCA3 CDCA8 CDK1 CDK2 CENPA CENPH CENPP CENPS CEP55 CHEK1 CLSPN CNOT9 COMMD8 CORO1A COX5B COX7A2 CYRIB DCTPP1 DDX21 DLGAP5 DSCC1 DTL E2F8 ECE1 EPSTI1 ERH FIGNL1 FKBP2 FPR1 GATM GEN1 GINS1 GTF2H5 H1-5 H2AC15 H2AC4 H2BC14 H2BP2 H4C3 H4C4 H4C6 HASPIN HCLS1 HMGB3 HMGN2 IFITM1 IGF2BP3 IRAK3 ITIH5 JPT2 KIF11 KIF14 KIF15 KIF23 KIF4A KLHDC10 KNL1 KNTC1 KPNA2 LANCL2 LAP3 LIMK2 LMAN1 LRRC59 MAD2L1 MCM2 MCM3 MCM6 MRPS18B MT2A MTFR2 MTHFD2 MTMR1 NAA50 NCAPD2 NCAPG NCAPG2 NOP16 NOP2 NRM NUCKS1 NUDT1 NUF2 ORC2 PA2G4 PALS2 PBK PDHX PDIA3 PDK3 PFDN1 PIGT PLA2G7 PLAC8 PLK1 PLK4 PMF1 PPA1 PPP1R8 PPP4C PRC1 PRDX3 PSMC1 PSMD14 PSMD8 PSPH PTMS PTPN6 RAB27A RACGAP1 RBM8A RFC3 RNMT RRAS2 RRM1 RRM2 SAE1 SAP30BP SELENOF SEPHS2 SHCBP1 SHKBP1 SKA1 SLC31A1 SLC35A5 SMAP2 SMC2 SMN1 SNRPA SNRPB SNX5 SPC24 SSR1 STARD4 STMN1 SUCLA2 SYNGR2 TACC3 TAF1D TCERG1 TFDP1 THYN1 TIPIN TOMM6 TPI1 TPM1 TPX2 TRIP13 TSPAN2 UBR7 UHRF1 VPS26A WDHD1 WDR76 ZMAT2 GSE14415_TCONV_VS_FOXP3_KO_INDUCED_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14415_TCONV_VS_FOXP3_KO_INDUCED_TREG_UP AARSD1 ACP1 ACTR1A ADPRH ADSS2 AHCY ANKRD50 API5 ARHGAP1 ARID3A ATP5MC1 BANF1 BCO2 BLMH BRI3BP BRINP1 BUD13 BZW1 CAB39 CAND1 CCNE1 CD300LF CDC7 CENPT CIRBP COMMD8 COPS7B COX10 CPSF4 CPSF6 DAPL1 DCAF12L2 DDX1 DDX21 DDX46 DDX52 DEPDC1B DESI2 DNAJA2 DNAJC16 DOK1 DTD1 DYTN EID1 EIF1AX ELP3 ERH ESM1 ETF1 EXOSC9 FAM107B FBXW8 FKBP5 FOXH1 FUS G3BP2 GALNT4 GAR1 GDAP1 GIT1 GMPS GOSR2 GPATCH4 GSTM4 GTF2F1 HARS1 HAUS4 HNRNPDL HROB HSPA4 HSPA9 HSPD1 IFITM1 IFITM2 ING5 KCNG1 KCNJ2 L3MBTL2 LRPPRC LYRM4 MATR3 MED18 MEMO1 MIER1 MS4A4A MTFR2 MTMR1 MTX1 MYC N4BP2 NCOA5 NDRG1 NEFL NIFK NME1 NOL11 NOP16 NOP2 PA2G4 PACSIN2 PDAP1 PDHX PDXK PES1 PEX19 PLAA PMF1 PMPCA POLE3 POLR1A POLR3D POLR3F PPAT PPIE PPP2R5B PPRC1 PRDM1 PRMT5 PRPF3 PSMC5 RAD23B RARS1 RBM41 RBM8A RBMX RCC1L RNMT ROMO1 RPF2 RPS6KA5 RRAS2 SDAD1 SDHD SEPTIN2 SF3A1 SF3A3 SHMT1 SHMT2 SIGMAR1 SLC25A51 SLC27A1 SLC2A3 SMAP2 SMN1 SMS SNAPC1 SSH2 SSR1 STARD7 SYNGR2 TACR3 TBRG4 TCERG1 TIMELESS TLCD3A TMEM106B TNFRSF13B TNFSF11 TOMM70 TPI1 TRAPPC10 TSR2 TTLL12 UBE2M UHRF1 URM1 UTP20 UTP25 WDR5 WDR76 ZAR1L ZBTB7A GSE1448_ANTI_VALPHA2_VS_VBETA5_DP_THYMOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1448_ANTI_VALPHA2_VS_VBETA5_DP_THYMOCYTE_DN AAK1 AATK ABHD14A ACTG1 ADGRL1 ADPRH AGAP2 ALAS2 AOPEP AP1S1 APOM ARFGAP2 ARID1A ARPC2 B4GALT3 BAG2 BASP1 BCL2 BMI1 BNIP1 C1orf174 CCN5 CD180 CD53 CEL CHGB CLCA1 CMIP CNN2 COPG1 CR1L CRISP3 CRYBG1 CS CSF3R CTNNBIP1 CTSK CUBN CYP21A1P DDX46 DES DHH DHPS DIPK2A DNPH1 DOLPP1 DYNC1H1 EGR2 EIF4E EIF4G3 EIPR1 ELF5 ELOVL5 ENO3 EXOSC5 EXT1 EYA4 FBL FER FGFR3 FGFR4 FLNB FLT3 FMC1 FMNL3 FMR1NB FOSB FOXA3 FOXK1 FOXM1 FURIN G6PC3 GADD45G GAR1 GAS6 GBP2 GJB3 GPN1 GPR27 GRIN1 GSTM5 GZMB H2BC5 HELLS HIP1R HLA-DMA HOXA11 HRH2 HSD17B2 HSD17B7 HSD17B8 HSP90B1 HSPA4 HSPH1 HTR5A HTRA2 HTT IFRD2 IKZF4 IL10RA IL3RA INPP4A KLF1 KLHDC2 KRT25 LARP7 LCP1 LDB2 LUC7L2 MAEA MAPRE2 MCUR1 MED14 MMP14 MPDZ MRPL55 MYLK NCAM2 NFE2 NMT2 NOLC1 NOS3 NPPC NPR3 NR0B1 NR4A2 NSMF OC90 PDX1 PER1 PIGR PITPNC1 PITPNM1 PLPPR2 PLXNA3 PNP POLE2 POLR1A POLR1E PON3 PPIH PRKCA PRNP PSMB10 PSMB8 PVALB RAI1 RAMP3 RCE1 RECK RETREG1 RFC2 RGS10 RGS2 RHOB RPA2 RPN1 RPP14 RPS6KA1 RUVBL1 SAT1 SCEL SEMA3A SEMA4A SEPTIN7 SERPINB4 SET SH2B3 SHMT1 SLC25A6 SLC2A8 SLC35G6 SLC6A9 SMARCD1 SMYD5 SNAI2 SORBS3 SPRED2 SPRY4 SPSB2 SRC ST3GAL2 STAU1 TAP1 TBL3 TENT5A TFF1 TIMELESS TLE4 TM2D1 TMEM41B TNFRSF1B TP53INP2 TSPAN33 TYR WDR75 XCR1 ZFP36 ZNF532 ZP2 GSE1448_ANTI_VALPHA2_VS_VBETA5_DP_THYMOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1448_ANTI_VALPHA2_VS_VBETA5_DP_THYMOCYTE_UP ABCA4 ACADM ADARB1 ADCY3 AGPAT5 AKTIP AMH ANKRD10 ANKRD13A APBB1IP ARPC1A ASPM ASXL1 ATL2 ATP13A3 AXIN2 BCL2L1 BID BNC1 BPIFB1 BRCA2 BTG3 C9orf64 CBR1 CD8A CDADC1 CDC16 CDC26 CDC42SE2 CDKN1C CFHR2 CHMP2A CHRND CLCN3 CLK4 CMAS CNGA1 CNN1 COMMD6 COPZ2 CREBBP CRIPT CTLA4 CWC15 CXCL13 CXXC5 DEGS1 DNAJB8 DSPP DYRK1A EDEM1 EEF2K EIF2AK3 EIF3J EIF5B ELL EMB EMG1 EMP1 ENTPD5 EYA2 FABP1 FAM171A1 FAS FBN1 FLCN FNBP1 FOXO3 FTSJ3 GCOM1 GLO1 GPR3 GRAMD2B GRIN2D GRK2 GTF2H4 HAGH HERC1 HIGD2A HLA-E HOXD13 IFT25 IL10 ITGAV ITPR1 KDM3A KIF23 KLF3 LDAH LGI4 LXN MAN1A1 MAOA MAP3K2 MAPKAPK5 MCEE MCM3AP MDFI MDM4 MGST3 MINDY1 MKRN3 MNS1 MPHOSPH9 MPP1 MR1 MST1 MXD4 MXI1 MYEF2 NAP1L4 NDRG2 NFATC2 NFATC2IP NGRN NIPSNAP2 NKIRAS1 NR1D2 NRDC NSG2 NUS1 NXN NXPH2 OAT OCM2 OPRL1 ORC1 PABPC4 PACRG PAG1 PARP6 PCSK1 PHLDB1 PIK3CD PLS3 PMM1 POP4 PPP3CA PRDX3 PREB PRPH PSAP PTCRA PXK RAB4A RAB7A RABEP1 RAF1 RMND5A RNASEH2B RRAGD SCAF8 SDC4 SEC23A SELENOH SIT1 SLC23A1 SLC27A1 SLC33A1 SLC39A6 SLCO3A1 SLMAP SMARCD2 SMIM20 SMOC1 SNORA7A SOS1 SPIN1 SRRM1 SSBP2 SSR3 TAF1A TBC1D14 TBC1D23 TBCEL TFEB TIAL1 TIMM23 TMEM179B TMEM229B TMEM245 TNFAIP8 TNFSF10 TOLLIP TOR2A TRAF1 TRAF4 TRAF5 TUBB2A TXNIP UQCC3 USE1 USP2 USP7 UTP3 WDR55 WLS XRCC6 ZFAND6 ZHX1 GSE1448_CTRL_VS_ANTI_VALPHA2_DP_THYMOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1448_CTRL_VS_ANTI_VALPHA2_DP_THYMOCYTE_DN A2M ABCD2 ACYP1 ANXA8 APBB1IP AQP4 ARPC3 ASNSD1 ASPSCR1 ATF6 B4GALT6 BCL2L11 BTF3 C9orf64 CACNA2D1 CAPN7 CCL4 CD48 CD53 CD5L CD7 CD72 CDADC1 CDC16 CDC5L CHP1 CLIP4 CNGA2 COL10A1 COMT CPNE6 CPT1A CRIPT CRYGB CXorf38 CYTH3 CYTIP DDX19A DHRS7 DNAJA1 DNAJC8 DSPP DSTN DYNLT3 EDF1 EIF2AK4 EIF3J EIF4EBP1 ELL ELOVL3 ERBB4 ESD EVX2 FAM3D FBXW2 FGF9 FGL2 FMOD FOXD4L1 FRAT1 FSHB FUS GAST GBA1 GBP2 GDF15 GLG1 GLI3 GLRX3 GM2A HELB HINT2 HIPK1 HSBP1 IFIT1B IL12B IL17RA IL36RN IL3RA IRF9 ISG15 ISG20 ITGAE ITIH5 KCTD12 KDM3A KLF4 KLKB1 KRT12 KRT20 LAMP1 LAMTOR4 LGALS1 LHX3 LSP1 MAFG MAN1A1 MAT1A MCEE MDFI METTL3 MFF MMP2 MPG MRPL16 MST1 MYCL MYO1B NAA38 NDUFB5 NIP7 NIPSNAP2 NKIRAS1 NPY5R NRGN NTMT1 NUFIP1 OMD PERP PJA1 PLA2G5 PLS3 PNCK POLD4 PON2 POU1F1 PPIC PPM1A PRG3 PSMD9 PTGES PTGIS PTK2 PTP4A2 PTPRB PTPRO PTRH2 RAB6A RAB8B RAP2A RASGRF2 RCN1 RELB RELL1 REPS1 RER1 RETREG1 RHOH RIT1 RNF123 RNF14 RNF19A RP9 RPL6 RPS6KA2 RRH RTN1 SCARB2 SCEL SCG2 SEM1 SERPINB9 SERPINI1 SERTAD1 SLC23A1 SLC6A2 SLFN12 SNAI1 SORD SPCS2 SPIN1 SQSTM1 SSTR2 STMP1 SUDS3 SUPT4H1 SYT17 TAL2 TCEA1 TCP11 TGIF1 TIMM23 TMOD3 TNFSF10 TNNI2 TRPC5 TSHR TXNDC17 UQCC3 UQCRHL USE1 USP38 VAMP5 WDR43 ZC3H15 ZFP36L2 ZFP92 ZNF362 ZNF865 ZSCAN12 GSE1448_CTRL_VS_ANTI_VALPHA2_DP_THYMOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1448_CTRL_VS_ANTI_VALPHA2_DP_THYMOCYTE_UP ACP1 ACRBP ADCY6 ALAS1 ALAS2 ANGPT1 AP1S1 APMAP ARPC5L ASPM ATRX AZGP1 BABAM2 BCAR1 BCL2 BLCAP BLZF1 BNIP1 C19orf73 C1orf174 CACNB3 CAD CAPN9 CCN1 CCN5 CDC25C CDC7 CDCA3 CDKN1A CEBPB CENPA CENPL CENPV CEP131 CHAF1B CHRNE CLIC4 CNOT4 CNTROB COPG1 CRX CSTF2 CTSK CYP4A22 DDAH2 DDX49 DEAF1 DHFR DIPK1B DMRTB1 DNPH1 DOLPP1 DPP6 DPYSL3 E2F1 EIF2S3 FARSB FBP2 FKBP8 FLNB FOXK2 FOXM1 GABRR1 GALNT10 GCK GCSAM GFM1 GNAT2 GPR132 GPR27 GTSE1 GZMB HAP1 HDAC6 HDHD2 HEMGN HNF4G HPN HS3ST3A1 HTT HUS1 IFNGR2 IFT46 IMP4 INMT ISOC1 KLC2 KLF1 KLRD1 KRTDAP LAMB1 LMNB2 LRRC57 LSR LUC7L MAP3K4 MAPK9 MAPKBP1 MECR MFAP5 MRPL55 MYH14 MYH8 NAA10 NEK2 NELFA NFYC NKAIN1 NKIRAS2 NRTN NTRK3 PCM1 PDIA4 PI4KA PIGU PKD1 PLOD3 PLPBP PMF1 PNMT POLE2 POU3F3 PPIG PPP2R1B PPP5C PPT1 PRKD3 PROS1 PRR15 PSCA RAB5B RAD1 RAD51D RBM10 RECK REPIN1 RETREG2 RFC2 RFC3 RGR RHOG RNGTT RPA2 RRBP1 RRP9 SAC3D1 SART1 SCMH1 SEMA5A SF3A1 SH2B3 SHD SLC25A1 SLC25A6 SLC5A1 SLN SMARCA5 SMOC1 SPAG5 SPIB SPPL2B SPSB2 SRC STAG2 STAU1 STK25 STUB1 SULT4A1 SYNE4 SYT6 TAF8 TENM2 TFPI2 TGFBR3 THOP1 TK1 TLR7 TNFRSF1A TP53BP1 TSC1 TSG101 TUB TUBG2 TULP1 TXNRD1 U2SURP UBE2Z UCHL5 UCK1 UFD1 USP22 USP9X VPS4A WDR75 YBX3 ZC3HC1 ZFP36 ZMYM4 ZNF22 ZNF32 GSE1448_CTRL_VS_ANTI_VBETA5_DP_THYMOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1448_CTRL_VS_ANTI_VBETA5_DP_THYMOCYTE_DN ADAM7 ADGRD1 ADK AEBP1 AKR7A2 AP1S2 AQP4 ATF6 ATG4B B4GALNT1 BABAM2 BASP1 C1GALT1C1 C5orf15 CCT6B CD27 CD28 CD53 CD5L CD9 CENPV CLGN CLIP2 CMIP CNN2 COL2A1 COL7A1 COMMD7 COMT CPNE6 CRTAP CRX CXorf38 CYP1A1 CYP51A1 CYTIP DDX19A DIO2 DIPK2A DNAJA1 DUSP2 DYNLL1 EGR1 EGR2 EIF3C ELP3 ENO3 EPHX1 ERF FGFR3 FGL2 FUS GAST GBA1 GBP2 GBP4 GLI3 GLYR1 GM2A GNAI3 GNG4 GNPNAT1 GUCY2D GUSB GZMB HDAC1 HIF1A HINT2 HLA-B HMCES HRK HSPA4L HSPH1 HTR1A ID3 IDI1 IER2 IFI35 IL3RA ILF3 INHBA IRF1 IRF5 IRF9 ITGA7 ITIH5 ITM2A JAK3 KCNB1 KCNK4 KCTD12 KLHDC2 LANCL1 LARP7 LCP1 LEF1 LITAF LONP2 LPCAT3 LPIN2 LRP10 LUC7L2 MAPK6 MAPKAPK2 MAPRE2 MCUR1 MDFIC MFAP2 MRPS18B MYH11 MYH14 NAB1 NAB2 NDFIP1 NFATC1 NFKB1 NMI NR4A1 NR4A2 NRGN NRTN NSMF PAK2 PDCD1 PERP PFKP PITPNC1 PITPNM1 PLD3 POLD4 POLR1A POU2AF1 PRDX5 PRKACA PRKCA PRKCH PRR13 PSMB10 PSMB8 PSMB9 PSME1 PTGES PTGFR PTPN1 RAD9A RAMP3 RAP1GDS1 RETREG1 RGS2 RGS3 RHOG RNF19A RNFT1 ROMO1 RPS6KA1 RRP1B RTN1 SAA2 SCEL SCGB1A1 SEMA6A SEPTIN7 SERPINB9 SETD6 SH2B3 SH3BP2 SHISA5 SLC35G6 SNX12 SNX21 SPCS2 SPTBN1 SRC SSTR2 ST13 ST6GALNAC4 STAT6 STK25 TAPBP TENT5C TLE3 TMC6 TMEM126A TRAFD1 TRAPPC4 TRIM59 TSPAN5 TSR1 TWIST2 UNC5C USF1 USP38 UTP4 VAMP5 WDR43 XDH ZFP36 ZFP36L2 ZNF362 ZNHIT1 GSE1448_CTRL_VS_ANTI_VBETA5_DP_THYMOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1448_CTRL_VS_ANTI_VBETA5_DP_THYMOCYTE_UP AAMDC ABCC5 ABCG1 ACADM ADCY6 AKAP12 ANAPC16 ANGPT1 ANKRD10 ANTXR2 ANXA2 APBB1IP ARL4C ARPC1A ASB6 ASPM ASXL1 ATF1 ATL2 ATP13A3 ATP6V0E1 ATRX BCAT2 BCKDHA BCL2L1 BID BMP6 BTG3 CACNB3 CBFA2T3 CCDC28B CCNE2 CCR9 CD4 CD8B CDC42SE2 CDC5L CDC7 CDKN2AIPNL CDKN2D CEP131 CLCN3 CLIC4 CLK3 CRKL CSTF2 CTCF CYB5B DBP DCK DDX47 DEGS1 DESI1 DHRS4 DMRTB1 DNAI4 DSPP ECI2 EDEM1 EIF5 ELL EMB ENDOU ENTPD5 ENY2 EPB41 EPC1 EPHA2 EPS15 ETS2 FKBP1A FNBP1 G0S2 GABBR1 GALNT10 GALNT4 GATA5 GCOM1 GK GNPDA1 GOLIM4 GPR162 GTF2H4 H2BC13 HAUS3 HLA-E HPN HTR3A ID1 IDH2 IFNGR1 IFNGR2 IGHM IL16 ILVBL ISOC1 ITPR2 JKAMP KIF23 LCK LDHB LGI4 LMAN1 LRRC57 LY6D MAN1A1 MAP4 MAP4K3 MAPK9 MDFI MEOX1 MICOS10 MNS1 MPP1 MR1 MRPL58 NAP1L1 NEDD4 NEDD4L NNT NSG2 OAT OPRL1 OSBPL11 PAG1 PAN2 PIP4K2A PLXND1 POLR2I PPP1R14B PRDX3 PREP PROS1 PSAP PSTPIP1 QDPR RAF1 RAG1 RAG2 RGCC RHOH RMND5A RNASEH2A RNF181 RNH1 RORC RPS19 RRAGD SEC23A SEMA7A SEPTIN4 SERAC1 SERPINE2 SIT1 SLC12A7 SLC27A1 SLC39A6 SLMAP SMARCA2 SMIM20 SMOC1 SNX6 SPATA13 SPATA6 SPDL1 SPEF1 SRP14 SRP68 SSBP2 SSR3 STAG2 TAF8 TDRP TEF TIAL1 TIMM23 TIPRL TMEM179B TMEM43 TNFAIP8 TOLLIP TOMM7 TPGS1 TRIM11 TSSK1B TTC30B UBL5 USP2 USP7 WDFY2 WNT5B XRCC6 XRN1 YIPF4 ZC3H14 ZDHHC14 ZNF326 ZNF644 ZSCAN26 ZSWIM7 GSE1460_CD4_THYMOCYTE_VS_NAIVE_CD4_TCELL_ADULT_BLOOD_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1460_CD4_THYMOCYTE_VS_NAIVE_CD4_TCELL_ADULT_BLOOD_DN AAK1 ACAT1 ACP6 ADAM8 ADORA1 AEN AHNAK AKAP4 ALCAM APOL2 APOL3 ARHGEF10 ASNS ASNSD1 ATP5PD ATP6V1G1 BCL2A1 BGLAP BMERB1 BORCS6 BST2 BTF3 BTN3A3 C11orf21 C1RL C1orf115 C3orf18 CBR3 CBX6 CBY1 CCDC88C CD48 CD63 CDC14B CEP68 CFAP46 CIB1 CKAP4 COQ8A CPQ CRADD CREB3L2 CRYBG1 CRYL1 CSF3 CTSF CUTA CXCR4 DDO DDT DDX28 DENND4B DHRS12 DHRS7 DHRS9 DIS3 DLG4 DOCK9 DPH5 DUSP1 ECI1 EIF3G EIF3K ENDOD1 EOLA1 EPPK1 EPS8L2 EZH1 FAM117A FAU FBXL15 FGF9 FNDC3B FTL FUCA1 GABRD GCDH GIMAP4 GPR75 GSTK1 HABP4 HEMK1 HLCS HOXB2 HRH2 IGF1 IL6R INPP1 IQSEC1 KCNH2 KLF2 KLF3 KLF6 KLK1 KRTAP5-8 LDLRAP1 LDOC1 LGI2 LRIG1 LTA4H LY75 MAP3K5 MARK1 MICA MLN MORC2 MPHOSPH8 MRPL40 MRPS22 MST1L MVP MYG1 NAA10 NACC2 NAP1L2 NCK2 NELL2 NHERF1 NIT2 NLRP1 NOD1 NOL7 NOL9 NPC2 NPEPL1 NPRL2 NR3C2 PASK PBXIP1 PDE4B PDE4DIP PDXK PEX16 PIK3IP1 PIM1 PKD2L1 PLEKHA1 PLP2 PODNL1 POLR1D POLR2F PPIP5K1 PPP3CC PPP6R2 PRKCA PSME1 PXN PYGO1 RADX RAP1GAP2 REX1BD REXO2 RNF113A RNF130 RPL10 RPL10P17 RPL19 RPL23AP7 RPL27A RPL32 RPL41 RPS6 RPS9 RSRP1 S100A4 SCPEP1 SEL1L3 SELPLG SERPINA1 SMAGP SMIM27 SMIM8 SNPH SORCS3 SORL1 SPSB3 SQSTM1 ST13 STAT4 STK10 SULT1B1 SVIL TBC1D4 TBK1 TH THG1L TMC6 TMEM140 TMEM186 TMEM204 TSC22D3 UPP1 USP21 VTI1B WFS1 ZMYM6 ZNF204P ZNF23 ZNF331 ZNF394 GSE1460_CD4_THYMOCYTE_VS_NAIVE_CD4_TCELL_ADULT_BLOOD_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1460_CD4_THYMOCYTE_VS_NAIVE_CD4_TCELL_ADULT_BLOOD_UP ABCB1 ABCD3 ACTG1 ACTR1A ACVR1B ALG8 AP1G1 APMAP ARHGAP32 ARHGEF7 ASRGL1 ATP6V0E2 ATXN10 BCL11A BIRC2 BMP2K BTBD3 CALML4 CAPRIN1 CASP3 CBFB CBX3 CCNG2 CCR9 CCRL2 CD1D CD1E CD200 CD38 CD3G CD93 CHEK2 CHI3L2 CHST15 CKAP2 CMTM6 COL6A3 COPB2 CORO1C COTL1 CPSF6 CRELD2 CTSL DAPK1 DCLRE1A DCP2 DHRS3 DNAJA1 DNMBP DUSP2 DYNC1I2 ECHDC1 EGR1 ENC1 EPAS1 ERMP1 ETF1 ETNK1 EXOG FAF1 FCGBP FHL2 FIG4 FNBP1L FOCAD G3BP2 GATA3 GGCX GLMN GSTA4 GUCY1B1 H2BC12 H2BC12L H2BC5 H3C10 HBEGF HDAC2 HDGF HMGB1 HNRNPA1 HPGD HSPA5 HTATSF1 HTR2B IARS2 ID3 IDH2 IFI44L IMMT INTS7 INTS9 ITGAE ITM2A JADE3 JUN KCNMB4 KDM5B KLF10 KPNB1 LDHA LRRC1 LZTFL1 MACIR MAPK14 MAPRE1 MARCKSL1 MCTP1 MEST MICAL2 MLLT11 MMD MR1 MSH2 MYH10 MYL6B NAB1 NDFIP1 NDNF NDUFS6 NEIL3 NR4A3 OPN3 PCCB PDCD4 PDGFA PDIA4 PGK1 PGRMC1 PHC1 PKIA PLCH1 PLPP3 PLSCR1 PLXND1 POLE3 PPP2R1B PPP4R1 PTCH1 PTPN12 PTPRK QPCT R3HDM1 RAB8B RAC2 RAD23B RGS1 RIMS3 RNASE6 ROBO1 RPRD1A RSAD2 SALL2 SCN3A SCRN1 SEPTIN11 SERBP1 SGK1 SIL1 SLC43A3 SLFN12 SMAD1 SMAP1 SOX4 SPCS3 SPON1 SPRY2 SRF SSX2IP STAG3 STMN1 STRAP TAF1B TBC1D8 TENM1 TIMELESS TMEM248 TNFAIP3 TP53BP1 TPM4 TRAF3 TTC33 TTF2 TUSC3 UBA5 USP18 VAPA VAV1 VAV3 VGLL4 VIPR2 WDR1 YWHAQ ZFTA ZMPSTE24 ZNF112 ZNF135 ZNF22 ZNF512B ZSWIM8 GSE1460_CD4_THYMOCYTE_VS_NAIVE_CD4_TCELL_CORD_BLOOD_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1460_CD4_THYMOCYTE_VS_NAIVE_CD4_TCELL_CORD_BLOOD_DN AAK1 ABCC3 ABCG4 ACP6 ADGRE3 ANKRD55 APBA2 ART3 ASL ATAT1 AUP1 B3GNTL1 BPIFA1 BST2 BTNL2 CASP10 CASP8 CAT CBY1 CCDC25 CCDC69 CEMP1 CHAT CIB1 CKAP4 CLDN9 CLUAP1 COL18A1 COPS7A COQ8A CTRB2 DDX28 DENND4B DEXI DNAH17 DNAJB4 DNAJC22 DPF2 DPH5 DPP4 ECPAS EFEMP2 EIF3D EIF3K ELMO2 ELOA-AS1 EPHB1 ERAL1 EYA3 FAM182B FAU FGF9 FGFR2 FGL1 FOXN2 GDPD3 GJD2 GP5 GPA33 GRHL2 H1-2 HCRTR2 HERC2 HLA-DQB1 HLF HPSE2 HTR7 IFT46 IGHV5-78 IL11RA ILRUN INA INPP5B IRF5 ITPA ITPKC JCHAIN KIR2DS5 KLHL1 KRT33B LAMB2 LAMP5 LDLRAP1 LILRA4 LINC00963 LRIG1 LY6D LYPD1 MARK1 MGAT4A MID1 MINDY1 MIR124-1HG MKNK2 MORC2 MRPL46 MSX1 MT1X MYL12B NCK2 NDRG3 NEURL1 NME3 NMT1 NOP10 NOSIP NPIPB15 NR2E1 NR5A2 NSFL1C NUDT2 NUP43 OR7E87P OTOR PACSIN2 PASK PCOLCE PDIA2 PECR PEF1 PEX26 PF4V1 PHF20 PHF24 PIGP PIP5K1B PKN1 PLAC8 PLBD1 PLEC PLEKHA1 PLOD2 POLR2F POLR2J PPP1R13B PRKCA PRR36 PSD3 PTGER2 PXN RAB11FIP5 RAB5C RABIF RACK1 RAPSN RASGRP2 RBBP6 RBCK1 REXO2 RIMBP2 RNFT1 RPL27A RPL3 RPL41 RPS16 RPS2 RPS6 RUBCNL RUNX1T1 SCNN1B SDC2 SDK2 SEL1L3 SELPLG SFI1 SFXN3 SIDT2 SIRT6 SLC16A8 SLC17A7 SLC8A2 SMAGP SMTN SNX15 SNX2 SORL1 SOX2 SP110 SPAG11B SPINK4 SPSB3 SPTB STIM1 TARBP1 TH THBS1 THNSL1 TMEM11 TSC22D3 TSPAN14 TUBA4A U2AF1 WDFY3 ZBTB39 ZNF358 ZNF692 ZNF835 GSE1460_CD4_THYMOCYTE_VS_NAIVE_CD4_TCELL_CORD_BLOOD_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1460_CD4_THYMOCYTE_VS_NAIVE_CD4_TCELL_CORD_BLOOD_UP AAGAB AATF ABCB1 ACTG1 ADAR ADH5 AHI1 ALG8 ALG9 APMAP ATG3 BARD1 BTBD1 C10orf88 C2CD2L CALU CAPRIN1 CBX3 CD1B CD200 CD44 CDV3 CEP170 CHD9 CLK2 CMTM6 CNOT6 COPB2 CORO1C CPA3 CRNKL1 CUL1 DCLRE1A DDX1 DENR DHRS3 DLD DNAJB2 DNTTIP2 DUSP6 DYNC1I2 EEF1A1 ELK3 ELOC ENC1 EPAS1 ERCC8 ERMP1 ETF1 EXOG FAM136A FBXO11 FHL2 FIG4 FOXI1 G3BP2 GABPA GLMN GLT8D1 GNA15 GORASP2 GOT1 GPR65 GSTA4 GTF3C3 HDAC4 HEXA HGSNAT HMGB1 HNRNPA0 HNRNPA1 HNRNPD HNRNPH1 HSP90AA1 HSPA5 IARS2 IMMT INTS7 ITCH ITM2A KLF10 LANCL1 LAP3 LCP1 LIG4 LIMK2 LRRFIP2 MAP2K6 MAPK14 MARCKS MCFD2 MDH1 MLLT11 MR1 MSH2 MYB NAB1 NCBP1 NEMP1 NFATC1 NIT1 NME7 NMU NPC1 NREP NUP107 OSBPL8 PCCB PDE4D PDGFA PGRMC1 PIK3R3 PIK3R4 POLB POLR2A POMP PPP4R1 PRKRIP1 PSMC2 PSMD6 PSMD7 PTCH1 PTP4A2 PTTG1IP PUM3 RAB8B RAC2 RAD54B RAP1GDS1 RBM12 RFC1 RIMS3 RIOK2 RNF34 RNF4 RPL9 RPP30 RPS23 RSAD2 RTCA SC5D SCFD1 SEPTIN7 SF3B1 SLC22A18AS SLC25A13 SLC25A3 SLC39A7 SMURF1 SMYD3 SPINK2 SPTLC2 SRF SRPRB SRSF3 SSR1 ST3GAL5 STAU2 STMN1 SUMO3 TARDBP TCF7L1 TDP1 TFRC THUMPD1 TIMM17A TM9SF3 TMEM248 TMEM50A TMSB15B TNF TNFRSF1B TOR1A TOR1B TP53BP2 TPD52L2 TPM4 TPT1 TRAPPC2 TRIB1 TRIM38 TSN TTC33 UBE2E3 UBE3A UCHL5 UQCRC2 USP39 VDAC1 VIM VPS26C WDR1 XRCC2 XRCC3 YPEL1 YWHAQ ZMPSTE24 ZNF12 ZNF148 ZNF263 GSE1460_CD4_THYMOCYTE_VS_THYMIC_STROMAL_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1460_CD4_THYMOCYTE_VS_THYMIC_STROMAL_CELL_DN ACTN1 ADAM19 ADAMTS3 ADGRL2 ADORA2B AKR1B10 ANTKMT ANXA3 ARHGAP29 ARHGEF40 ARMCX1 ASL ATF3 ATXN1 BAALC BACE1 BCL2L2 BEX1 BEX3 BHLHE40 BMERB1 BNC2 BPNT2 C11orf24 C6orf120 CALR CD59 CDC42BPA CDH2 CHCHD3 COL1A1 COL6A2 COPB2 COPS6 COPS7A COPZ2 COX17 CPQ CREB3L1 CREG1 CRTAP CRYBG3 CTSK DACT1 DENND5A DERL1 DHRS7 DKK1 DLG5 DNAJC6 DNM1L DOK5 DPY19L1 DUSP14 EIF2S2 EIF4G1 ELOVL1 EMC3 EMILIN1 EOGT EXT1 EYA1 FAM200C FARP1 FGF2 FKBP9 FNBP1L FST GAS1 GCLM GLIPR1 GLT8D2 GSTT2 GULP1 GYG2 HAS2 HOMER3 IGFBP5 INA IPO7 IQCK ITSN1 KALRN KATNBL1 KCNK1 KIAA1549L KLF4 LARGE1 LCMT1 LDOC1 LIMS1 LRIG1 LRRC15 LTBP1 MAP2K2 MCFD2 ME1 MEIS3P1 MEST MFAP5 MLLT11 MMP1 MT1E MTMR2 MYG1 NAA10 NAV2 NID1 NME7 NT5DC2 NTAQ1 NUDC NUDT15 OLFML2A OLFML3 PCDH7 PDGFRL PDHX PDLIM2 PDLIM5 PF4V1 PHLDA1 PHLDA3 PLXNA1 PNPLA4 POLR2L POMP PON2 PPP2R3A PRRG1 PSMA3 PTGS1 PTOV1 RABIF RAD23B RBCK1 RBP1 RECK RNF2 RPL39L RPS6KA2 RRAS RRBP1 RTL8C RXRA SAMD4A SAP30 SCG5 SEC13 SEPTIN2 SFRP1 SIL1 SLC16A1 SLC24A1 SLC25A3 SLC25A4 SLC31A2 SLC39A7 SLC6A1 SLC6A8 SLIT2 SMUG1 SPA17 SRD5A1 SRPX2 SS18 SSH1 STAM2 STK3 STRAP SYNDIG1 TARS1 TBK1 TENM4 TFE3 TFG TFPI TFPI2 TGFBR3 TLE1 TMA16 TMCO3 TMEFF1 TMEM100 TNFAIP1 TNFRSF10B TNFRSF12A TPST1 TRIM2 TSR3 TUBB2A TWIST1 UAP1 UCK2 UST UTP25 YARS2 ZC2HC1A ZCCHC24 GSE1460_CD4_THYMOCYTE_VS_THYMIC_STROMAL_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1460_CD4_THYMOCYTE_VS_THYMIC_STROMAL_CELL_UP AATF ABCC2 ACRV1 ACSBG1 AGER ALMS1 ANAPC5 APBA3 AQP8 ARHGAP4 ARIH2 ARNT ASXL1 ATG2A ATP6V0A4 ATP6V0E2 BAG5 BRD9 C11orf71 CAMK1D CASZ1 CBFB CCND3 CD1E CD38 CD72 CDK5RAP1 CELSR2 CEP104 CERK CFAP46 CHAT CHN2 CLPS COQ8A CPNE6 CRYBG1 CSGALNACT1 CUL1 CYP3A4 DCAKD DCP2 DGKA DHX9-AS1 DIAPH1 DNAJC16 DOLPP1 DUSP2 ECEL1 EPB42 ERC1 ERICH1 FAAP24 FAM66D FBXO11 FBXO46 FHIP2B FLI1 FMNL1 GATA3 GATD3 GIMAP5 GJC2 GUSBP14 GVINP1 HIC2 HMCES IFI44L IKZF1 IL17RA IL21R INPP5D IRF5 ISG20 KIF17 KLF2 LGI2 LIAS LILRA4 LINC00623 LRIG2 LRRFIP1 LTA MAP2K6 MAP4K1 MCM3AP MED9 MFNG MLLT3 MSH2 MSI1 MTF2 NCOA1 NDE1 NDNF NDRG2 NDUFV1 NFX1 NGLY1 NHERF1 NMU NOP53 NPAP1 NR5A2 NUP88 OSBPL8 PCDHB13 PCYOX1L PDE4C PIK3C2B PIK3CD PIWIL2 PLAC8 PLEC PLEKHG6 PLIN1 PLLP POLH POLR2A POMC POU2F1 PPP2R2A PPWD1 PRKAB1 PSMF1 PTDSS1 PTMA PYHIN1 RAD9A RAI1 REX1BD RFC1 RIMS3 RNF19A RNF34 RPS23 RSRP1 RUNX3 SAFB SASH3 SCGB1A1 SDK2 SDR39U1 SEPHS2 SERPINB1 SFPQ SGSM2 SHANK1 SIGLEC15 SIRT7 SND1-IT1 SNRNP200 SNX11 SOX12 SP140L SPG11 SPN SPSB3 STARD3 STAT6 STN1 SUPV3L1 TAF1C TAOK1 TAPBPL TFF3 TGIF2 TM7SF2 TMEM131L TMEM223 TMEM50A TNF TNFSF10 TRANK1 TRAPPC9 TRIM14 TUG1 UBE2G2 UBOX5 UCKL1 VAV3 VGLL1 VGLL4 VPS16 VTCN1 WDR33 WNT16 XPA XRCC2 XRCC3 ZNF148 ZNF271P ZNF276 ZNF512B ZNF544 ZNF652 ZNF692 ZNF778 ZNF862 GSE1460_CORD_VS_ADULT_BLOOD_NAIVE_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1460_CORD_VS_ADULT_BLOOD_NAIVE_CD4_TCELL_DN ACACB ACAT1 ACSL5 ACTR3B ADH5 ADORA1 AGL AP3D1 AP3M2 APH1B APMAP APOC4 APOL2 APOL3 ARFGAP2 ARHGAP25 ASNS ASNSD1 ATP5F1A ATP6V1B2 ATP8A2 BCL2A1 BFAR C3orf18 CBX7 CD48 CD6 CDC14B CDC42EP3 CLK2 CLSTN1 CNBP CPQ CRNKL1 CRYBG1 CTSV CUL1 CUZD1 CXCR4 DAD1 DDX5 DDX50 DELE1 DHRS7 DNTTIP2 DRG1 EEF1A1 EEF1B2 EIF3H ELOC ENO2 EPRS1 ERCC8 ERGIC2 EZR FASTKD5 FGF9 FN3KRP FUS GABARAP GABPA GALNS GGPS1 GMFB GMPR2 GNRH1 GORASP1 GORASP2 GOT1 GPD1L GRAMD2B GSTT1 GUSB HABP4 HARS1 HEXA HNRNPA1 HNRNPD HNRNPF HSPA8 IGBP1 INPP1 INTS14 ITFG2 ITM2B JADE2 JAM3 KIFBP LAMP1 LCP1 LITAF MAL MAP1LC3B MAPK14 MARCHF6 MBD1 METAP2 MFSD5 MICA MICU1 MRFAP1L1 MRPS22 MSL3 MTIF2 NDUFB5 NHERF1 NISCH NPEPL1 NPLOC4 NUDT9 PABPC4 PAF1 PCBP1 PIK3C3 PLP2 PNMA1 POU3F2 PPCS PPIP5K1 PPOX PPP4R3A PPP6R2 PRKCA PSIP1 PSMB9 PSMC2 PSMC5 PSMD6 PSMG1 PURA RABEPK RASSF2 RBM34 RBM7 RBMXL2 REEP5 RFC1 RNF34 RNF8 RO60 RPL35A RPP14 SAMHD1 SCFD1 SEC11A SEPHS2 SERINC1 SERPINB6 SF1 SF3A1 SF3B1 SGCB SH2D3A SHOC2 SKA1 SLC25A3 SLC36A1 SMARCE1 SORCS3 SP2 SQSTM1 SRP9 SRPRB SS18L2 ST3GAL5 SUMO3 SUPT7L SVIL SYNE3 SYPL1 TARDBP TASP1 TEX261 THAP11 TIAL1 TM7SF3 TMEM230 TMEM62 TOR1B TPT1 TSN UBE4B UBQLN2 UGP2 USP1 USP27X USP9X VAMP3 WDR1 YIPF1 ZBTB14 ZNF12 ZNF227 ZNF23 ZNF263 ZNF331 ZNF337 ZNF35 ZNF506 GSE1460_CORD_VS_ADULT_BLOOD_NAIVE_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1460_CORD_VS_ADULT_BLOOD_NAIVE_CD4_TCELL_UP ACTR1A ADIPOQ ADRB3 AFF1 AGRN AKAP1 ANKRD17 ANKRD55 AP3S2 ARHGEF5 ARR3 ATF1 ATG4B B4GALT1 BACH1 BAX BBLN BCL11A BID BRD3OS BTNL2 CARF CBX2 CCN1 CCN6 CD177 CD19 CD1D CERS6 CHST2 COL19A1 CORO1B COX6C CPEB3 CROCCP3 CSK CTRB2 CYP3A43 DAAM1 DAZL DGCR5 DKC1 DNAJB4 DPYD EEF1E1 EHD3 EHD4 EML2 ERAP1 EZH2 FAM3C FGD1 FRMD4A GABRA3 GAK GAL3ST4 GATA6 GBE1 GCFC2 GDPD3 GGCT GID4 GIMAP5 GM2A GNAI1 GPA33 GTPBP1 GZMA H1-2 H2BC12 H2BC6 H4C11 HDAC2 HEG1 HLA-DQA1 HPGD HS2ST1 HSPA1A HSPH1 HTR2B ID2 IFITM3 IFNGR2 IMPA1 IPPK ISG20L2 IVD JADE3 KAZN KCTD5 KDM4A KIR2DS5 KRT12 KRT38 LCN1 LIF LINC01587 LYPLA1 MAGED2 MAGEH1 MARCKS MAST4 MCL1 MMD MYBBP1A NCF1C NCK2 NDUFC2 NEURL1 NF2 NKAPD1 NOP10 NR0B2 NR2E1 NREP OR7E36P OSBPL11 OTUD4 P4HA1 PABPN1 PAICS PCMTD2 PCOLCE PDGFRA PDLIM1 PEF1 PI4KB PLAC8 PLAGL1 PLEKHF2 PLOD2 PLSCR1 POLE PRELP PRR36 PRRC2B PSMB6 PSORS1C2 PTH1R PTPRT RACK1 RAD23A RANBP10 RBBP8 RBL2 RBX1 RFX2 RGS12 RNASET2 RPE RPN2 RPS26 RUBCNL RYR2 SAP30 SCGB1D2 SCGB2A2 SCRN1 SDHC SERPINC1 SH2D1A SIDT2 SLC5A2 SLCO4A1 SMARCC1 SMC4 SNRPB2 SNRPF SOGA1 TAGLN2 TANC2 TCF4 TCOF1 TENM1 TFDP1 TFPI TMEM33 TMEM45A TNFAIP3 TOB1 TSPAN13 TTK TUT4 U2AF1 UBB UFL1 UPP1 VPS13C WRN XPNPEP1 YARS1 YBX3 YOD1 ZBTB39 ZKSCAN7 ZNF493 ZNHIT3 GSE1460_DP_THYMOCYTE_VS_NAIVE_CD4_TCELL_ADULT_BLOOD_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1460_DP_THYMOCYTE_VS_NAIVE_CD4_TCELL_ADULT_BLOOD_DN ABLIM1 ADARB1 ADI1 ADIPOQ ALDH1L1 ALDH3A2 ANKH AP3M2 APOBR APOC4 APOL1 APOL2 ARHGAP45 ARL6IP5 ASAH1 ASAP3 ATP4A B4GALT4 BCL2 BIN1 BST2 BTG1 BTN3A3 C3orf18 CAMSAP2 CCND2 CD44 CD53 CD55 CDC14B CHIT1 CIB1 CIDEB CMC4 COL6A1 CPZ CRAT CREG1 CRTC3 CRY2 CSDE1 CSF3 CSNK1E CXCL12 CYLD CYP3A4 CYTH1 CYTIP DENND2D DENND4B DGCR2 DHRS9 DSCAM DTX4 DUSP13 DZANK1 EEF1D EHD1 EHHADH EMD EXOSC5 FAIM2 FAM171A1 FAU FBL FBXO46 FGF6 FGF9 FLT3LG FN3KRP FOXJ2 FUCA1 GALNT11 GGT1 GID8 GIMAP6 GRB10 GSTK1 GSTT1 HABP4 HEG1 HHIPL2 HLA-E HLA-G HLCS HSPA8 HTR7 IDS IFITM2 IFNGR2 IL4R IL6ST IMPDH1 INPP4B ITGA6 ITGB2 JADE2 KLF2 LITAF LPCAT3 LY75 MDN1 MEGF6 MGAT4B MINDY1 MIP MRNIP MVP NBPF10 NCK2 NENF NET1 NLRP1 NOTCH2NLA NR3C2 PBXIP1 PCDH11X PCYOX1L PDE4B PDE4DIP PDXK PEX16 PFDN5 PGM5 PIK3CD PIM1 PLCB2 PLSCR3 PPIP5K1 PXN RAB29 RBL2 RNF130 RPL10A RPL10L RPL10P17 RPL12 RPL13 RPL26 RPL27A RPL32 RPL36A RPL36AL RPLP2 RPS13 RPS17P5 RPS18 RPS19 RPS27 RPS29 RPS5 RPS6 RPS7 RPS8 RRAS S1PR1 S1PR4 SCARB2 SCN5A SERP1 SH2D3A SH3YL1 SLC15A3 SLC50A1 SLC6A8 SOCS2 SORCS3 SORL1 SQSTM1 SRPRB ST13 STX16 STX3 SULT1B1 TBC1D4 TCF20 TCN2 TET3 TIMP1 TLR6 TMBIM1 TMEM204 TMPRSS6 TNFRSF14 TNFRSF25 TNIP1 TRAF3 TTC13 UBA7 ULK2 UXT WDR4 WDR46 WWC3 WWP1 ZMYND11 ZNF331 GSE1460_DP_THYMOCYTE_VS_NAIVE_CD4_TCELL_ADULT_BLOOD_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1460_DP_THYMOCYTE_VS_NAIVE_CD4_TCELL_ADULT_BLOOD_UP ACOT7 ACOX3 ACTR1A AGBL3 AP3S2 ARHGAP19 ARHGAP32 ARHGEF7 ARMCX1 ASRGL1 ATP1B3 ATP5F1C ATP5PF ATP6V1A AVEN BRCA1 BTG3 C12orf4 C1orf112 C3orf52 CAPRIN1 CBX5 CD200 CD38 CD3G CD93 CDC20 CDC45 CDK19 CDK2AP2 CENPE CENPU CEP97 CHCHD3 CHRNA3 CLGN COL6A3 COPB2 CSNK2A1 CSTPP1 DBI DCP2 DNMBP DPPA4 DSCC1 DSG2 E2F5 E2F8 ECHDC1 EFCAB11 EFNB2 EGR1 EGR3 EIF4A3 ENY2 EP300 ERI2 EXOG EZR FABP5 FADD FAIM FANCI FARP1 FAT1 FBXL12 FDPS FECH FEZ2 FOXM1 FSTL1 FXYD2 GAB2 GBE1 GFI1 GGH GMEB1 GMNN GORASP1 GSK3B GUCY1B1 H2AC8 H2BC4 H3C10 H4C8 HDAC2 HMGB3 HNRNPAB HS2ST1 HSPH1 ICMT IDH3A IFT81 IGF2BP3 IVD JADE3 JAKMIP2 JAM3 KCTD5 KCTD9 KIF15 KIF18B KIF4A KPNB1 LDAH LDLRAD4 LMNB1 LRRC1 LSM4 MACIR MAGED1 MARCKSL1 MCM7 MCTS1 MED12 MIS18A MKLN1 MLLT11 MYB MYH10 MYL6B NCBP1 NUP155 NUP214 NUP93 OR7E47P PCCB PDLIM1 PEF1 PEX5 PHLPP1 PIMREG PLCH1 PLPP3 PLSCR1 POLA2 POLR2C PPIA PPM1A PPP1CA PPP2CA PSMA5 PSMA6 PSMB6 PSMD4 PSMD9 PTP4A2 PTPRCAP PTPRK PUDP RAN RFX5 RIC8B RMI1 RPA3 RPL39L SALL2 SAP30 SEC13 SHCBP1 SIVA1 SLA SLAMF1 SLC25A1 SLC25A14 SMC2 SND1 SORD SPAG5 SPC25 SPRED2 SREK1 SRSF3 ST3GAL5 STAG3 STIL STRAP TAPBPL TBC1D1 TFDP1 TFPI TIMP2 TMEM164 TMEM231 TNFRSF21 TP53BP1 TRBC1 TSHR TSPAN9 TSPYL5 UBA1 UBA5 UBB UBE2C UBE2J1 UGGT1 USP11 XRCC5 ZNF207 ZNF280D GSE1460_DP_THYMOCYTE_VS_NAIVE_CD4_TCELL_CORD_BLOOD_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1460_DP_THYMOCYTE_VS_NAIVE_CD4_TCELL_CORD_BLOOD_DN ABCA4 ABCC3 ACKR2 ACP5 ACTN1 AGAP2 AGTR1 AHCYL2 ALS2CL AMPH APBA2 APOD ASAH1 ASAP3 ATP6V1B1 ATP8A1 B4GALT1 BABAM2 BIN1 BIN2 BLTP1 BST2 BTN2A1 BTN2A2 C8A C9orf78 CARTPT CASQ1 CCDC69 CD34 CDH12 CLUAP1 CNN1 COX7A2 CPZ CRTAP CRYGC CYLD CYTIP DCSTAMP DDX60 DGKZ DLGAP1 DLX5 DNAH17 DOLK DRD2 DSCAM DZANK1 EDAR EEF1D EFEMP2 EFNA2 EGFL6 EHD2 EIF3D EMP1 ERAL1 ERAP1 ETHE1 FAP FAU FBXO46 FGD1 FUCA1 GABRE GAD2 GCAT GNA12 GPR162 GPR182 GRB10 GVINP1 GYS2 HCP5 HLA-DMA HLA-DQA1 HLA-F HMOX1 HPR HS1BP3 HTR1F IFITM2 IFT140 IGHV5-78 IL11RA IL19 IL1RAPL2 IMPDH1 INPP4B ITGA8 JCHAIN KCNC3 KCNJ8 KCNK3 KCNV1 KIF17 KLHDC3 KLK10 KRT2 KTN1 LAMC1 LITAF LORICRIN LPCAT3 LTK MEGF6 MEOX2 MINDY1 MORC2 MORC4 MTUS1 MYBPC2 MYOZ3 NACC2 NCK2 NFKB1 NKAPD1 NKX6-1 NOX3 NPY4R NR2E1 NSFL1C NUDT2 OPRPN PCDHB1 PCLO PCMTD2 PCOLCE2 PCYOX1L PDE4B PF4V1 PHF1 PHF20 PIP4K2B PITX3 PLSCR3 PPP1R3D PPP2R3A PRRC2B PSORS1C2 PXN R3HDM4 RAB11FIP3 RAB20 RACK1 RAMP3 RFX2 RHOF RIMBP2 RNF39 RPGRIP1 RPL23AP32 RPL27 RPL8 RPS17P5 RPS18 RPS27 RPS6KA3 RPS6KA5 RSAD1 S1PR1 SCML1 SEMA4D SEPTIN9 SERINC5 SFI1 SIK2 SIK3 SLC17A1 SLC17A6 SLC24A1 SLC2A11 SLC31A2 SLC6A16 SLCO3A1 STAT1 STK10 STX16 TAP2 TAPBP TBC1D29P TBCC TFF1 TFF2 TIMP1 TLR3 TMEM156 TNFSF13 TP63 TPM2 TRIP10 TRPC6 TUBAL3 WFDC8 WNT6 ZC3H7B ZMYND8 ZNF750 GSE1460_DP_THYMOCYTE_VS_NAIVE_CD4_TCELL_CORD_BLOOD_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1460_DP_THYMOCYTE_VS_NAIVE_CD4_TCELL_CORD_BLOOD_UP AAGAB AGPS AP5Z1 AQP3 ARFGAP2 ARMH3 ATIC ATP5F1A ATP5F1C AVEN BAHCC1 BARD1 BFAR C1QTNF3 C1orf112 C2CD2L C8orf33 CBX5 CCNA2 CD38 CD99 CDC45 CDV3 CENPE CENPU CHD9 CKS1B CKS2 CLDN1 CLGN CORO2A CRNKL1 CTNNBL1 CXADR DAD1 DDX46 DGKE DHTKD1 DLAT DMAC2L DNAJC15 DYNC1I2 DYNLL1 EDEM1 EDRF1 ENSA EZR FARP1 FEN1 FOCAD FOXM1 GAB2 GABARAP GFI1 GGH GNG5 GNL2 GOLGA3 GOT1 GPR19 GPSM2 GRAMD4 GRK3 GUCY1B1 GUSBP11 H2AZ2 H2BC4 HADH HBS1L HDAC7 HDGF HERC2P3 HMGB3P1 HNRNPA0 HNRNPA2B1 HNRNPDL HTATSF1 IDH1 IFT81 IL3 INTS7 ITFG2 ITGB3BP KCNJ2 KCNK5 KIF13B KIF14 KIF22 KIF2C KIFBP KPNA6 KRT8 LAMTOR5 LETM1 LIMK2 LINC00115 LRRC1 LYRM1 MAGED1 MBD1 MBTPS2 MDM4 METTL3 MIS18A MPC2 MPHOSPH9 MPP1 MSH6 MTMR1 MTMR4 NAPG NCAPD2 NCAPG2 NCBP1 NINL NPLOC4 NRDC NSD2 NUDC NUP155 NUP62CL OIP5 PARK7 PAXBP1 PCBP2 PDCD6IP PELO PGRMC1 PIK3C3 PKD2 PLK4 PLPP3 PLXND1 PMS2P5 POLQ POLR3C PPIA PPME1 PSIP1 PSMA2 PSMA6 PTEN PUDP RASSF1 RBBP4 RBBP7 RFC1 RFX5 RNASEH2A RNF121 RNF8 RTL8C SCFD1 SEC61A2 SECISBP2 SH2D1A SLC11A2 SLC25A14 SLC35E3 SMAD1 SMAD6 SMARCA4 SMC2 SNRPE SOCS5 SOX4 SPDL1 SREK1IP1 SRP9 SSR1 SSRP1 ST3GAL5 STAG3 TACC1 TBC1D19 TCEAL9 TESMIN TEX10 TIMP2 TOR1A TPX2 TRO TSG101 TSPAN9 TSPOAP1 TUBB4B TXNL4A TXNRD1 UBA2 UBE2E3 UBR7 UCP2 ULK1 VANGL1 VOPP1 VPS52 ZEB1 ZNF177 ZNF271P ZNF638 GSE1460_DP_THYMOCYTE_VS_THYMIC_STROMAL_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1460_DP_THYMOCYTE_VS_THYMIC_STROMAL_CELL_DN AAMP ABCE1 AIMP1 ANXA4 APOO ARID5B ARMC9 ARSB ASAH1 ATF3 ATP10D ATP13A3 ATP9A ATXN1 ATXN8OS B4GALT1 BAALC BAG2 BBIP1 BCL2L2 BEX1 BMAL2 C3orf14 CAMK2N1 CAMSAP2 CASP1 CCND2 CD302 CDH2 CEP170 CHD5 CHPF2 CHPT1 CHST15 CNN2 CNN3 CNTLN COPS2 CREG1 CSRP2 CTSK CTTN CYB5R3 DDR2 DENND5A DENND5B DNAJC12 DNAJC13 DNAJC15 DNAJC6 DOLK DPY19L1 DYNC1H1 DYNC1I1 EEF1E1 EIF3J ELOVL6 EMILIN1 EOGT EPHB4 FAM171A1 FAM216A FEZ2 FGF13 FKBP10 FKBP1B FOXO1 FTO FUCA1 FZD3 GGH GLIPR1 GNB2 GOLGA8A GRHPR HACD3 HIGD1A HLA-F-AS1 HSPA4L HYI IFITM2 IFT46 IFT81 ILK IMPDH1 IPO7 KANK2 KATNBL1 KCNK1 KLF8 KLF9 LACTB2 LAMP2 LAMTOR5 LARGE1 LDB2 LDOC1 LGALS3BP LMNA LRP4 MACF1 MAGI1 MAMLD1 MANSC1 MCTP2 MEST MGST3 MLF1 MORF4L2 MTARC2 MTMR11 MTX2 MYEF2 MYO1D MYO5A NAGA NARS1 NBN NDEL1 NDUFA1 NEK1 NHLRC2 NTAQ1 NTM OGFOD1 OSMR OTC P3H1 P4HB PARK7 PARVB PCCA PDGFA PFKM PKN2 PLGRKT POLR2L PPP1R14B PREX2 PSMA7 PYGL RAC1 RAN REXO2 RGS13 RHOBTB3 RIDA RPL27A RPS18 RRBP1 RTCA RTL8A RTL8C RXRA SACS SASH1 SCML1 SEC23B SERP1 SERPINB13 SIDT2 SLC19A2 SLC22A4 SLC31A1 SLC35F2 SMAD3 SMIM7 SMNDC1 SNTB2 SRPRB SSR4 ST13 STAG3L4 STAT1 TBK1 TEAD3 TENM4 TIMP3 TMA16 TMEM184B TMEM184C TMX1 TPMT TRAF3 TRIM16 TRIM2 TRIM49 UBE2E1 UEVLD UQCR11 USP13 XKR8 YIF1A ZC3H12A ZCCHC2 ZCCHC24 ZMYND11 ZNF112 ZNF516 ZZZ3 GSE1460_DP_THYMOCYTE_VS_THYMIC_STROMAL_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1460_DP_THYMOCYTE_VS_THYMIC_STROMAL_CELL_UP AAGAB ABLIM1 ACAD10 ACADS ACAP1 ACO2 ACOX1 ADA2 ADRA1A AEBP1 AKAP7 ALKBH4 ALMS1 AMN ASIC4 ATAD5 ATF7IP B3GNT3 BARD1 BCOR BMP7 BTG1 BUB1B C19orf73 C1QTNF3 C8orf33 CA9 CABP1 CACNA2D2 CASZ1 CCN5 CCNL2 CDKL2 CENPC CENPF CEP192 CEP72 CHRNB2 CHST11 CLPS CMTR1 CNTN1 CSGALNACT1 CST1 DAZAP2 DCP2 DNASE1L2 DUS2 DUSP2 EPB42 EXOC3 EXOSC1 FAAP24 FAM76A FGF18 FGF3 FSHR FYN FZD9 GABPB1-IT1 GABRA3 GALNT7 GATD3 GDPD3 GFRA3 GLB1L2 GNAI2 GNAT2 GNPAT GPD1 GPR132 GPSM2 GUCA2A HADH HDAC1 HOXB3 IFI16 IKZF1 IL6R ILKAP INF2 INTS8 IPO8 IRF2 ISG20 KCNK10 KCNQ1 KIF22 KIF2A KIFC1 L2HGDH LAS1L LGI2 LIME1 LRRFIP1 LY6G6E MEF2A MFNG MGMT MIEF1 MIS18A MKLN1 MRPS22 MTIF2 MTMR12 MYBPC2 NCBP1 NFYC NGLY1 NME8 NOL12 NOTCH1 NPAP1 NPRL2 NUBP2 NUDT1 NUP88 PAPOLG PCDH9 PCIF1 PCNX1 PDK3 PGK2 PGS1 PHF11 PIH1D1 PMVK POLR2C PPWD1 PRKCH PRPF3 PRPF38B PRPH PRPS1 PRR14 PRUNE1 PSME3IP1 RENBP RGL2 RS1 RSRP1 SAFB SART1 SASH3 SCN8A SDR39U1 SETD1A SF3B1 SHMT1 SIKE1 SINHCAF SKAP1 SLC25A44 SLC35E2B SMARCA4 SPDEF SPG11 SRSF4 SSTR1 STAT5B SUCLG1 SYMPK TEX10 THOC1 TINF2 TM7SF2 TNFAIP8 TNFRSF1B TNFRSF4 TP53AIP1 TRAC TRAPPC14 TRIM68 TSNAXIP1 TSPAN9 UQCC1 UTP6 VAMP4 VPS37A WAPL WRAP73 XRCC2 ZBTB17 ZBTB43 ZFR2 ZMYM3 ZNF211 ZNF266 ZNF345 ZNF44 ZNF586 ZNF587 ZNF652 ZNF862 ZRSR2 GSE1460_DP_VS_CD4_THYMOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1460_DP_VS_CD4_THYMOCYTE_DN ABCA8 ABLIM1 ABR ACP5 ACTN1 ACVR1B ADARB1 ADIPOQ AHR APCS APP ARHGAP45 ARL6IP5 ARRB1 ART3 ASAH1 ASAP3 B3GNTL1 B4GALT4 BCL2A1 BMP2K BMP6 BMX BTN3A1 CAMSAP2 CASP1 CBLB CCND2 CCR7 CD44 CD53 CD55 CDO1 CHST15 CLCA4 COTL1 CPA3 CPQ CRYBG1 CTRB2 CTSB CTSL CXCL12 CYP3A4 CYTH4 CYTIP DCLRE1A DDX60 DENND2D DIAPH1 EDNRA EEIG1 EHD1 ELK3 EMP3 EPAS1 EPHB1 ERMP1 EVL EXD2 FCGBP FCGR2B FPR1 FUCA1 GALNT10 GALNT11 GBP2 GDF5 GNA14 GNG7 GPR171 GPR65 GRB10 GVINP1 HCP5 HEY1 HGSNAT HLA-B HLA-C HLA-E HOXD1 ICOS IFI44 IFI44L IL16 IL2RB IL4R IL6ST INPP1 IQSEC1 ITM2A JUND KCNJ8 KDSR KIF5A KLF10 KLF2 KRT9 KRTAP4-7 LAP3 LINC00623 LPIN2 LRRN3 LY86 LY9 MAN1C1 MICAL2 MLLT3 MS4A12 NDRG2 NHLH2 NLRP1 NME3 NNMT NPM1 NR4A3 OAS2 PAM PBOV1 PCYOX1 PDE4B PDE4D PDGFA PDIA4 PDIA5 PIK3CD PIK3IP1 PLAC8 PLEKHA1 PLOD1 PPFIBP2 PRKCA RAB29 RAB8B RASGRP2 RGS1 RIOX2 RNF2 RNF39 ROBO1 RPGRIP1 RPL12 RPL3 RPL4 RPS23 RSAD2 S1PR1 SCARB2 SCML1 SCN3A SCN5A SELL SFXN3 SGPL1 SH3YL1 SIK1 SIRT6 SLC16A5 SLC7A7 SLCO1A2 SLFN12 SMAD3 SMAD7 SOX9 SP100 SP110 SP140 SP140L SPON1 SPTBN1 SRPRB ST6GAL1 STAT1 STC1 STK10 STK17A TBC1D4 THEMIS2 TMEM204 TMSB10 TNFRSF25 TNFSF10 TPM4 TPT1 TRAF3 TTC4 TUBA4A UBE2D2 ULK2 VCL VTCN1 WDR1 ZFP36L1 ZFP69B ZNF140 ZNF16 ZNF276 ZNF365 ZNF512B ZNF516 GSE1460_DP_VS_CD4_THYMOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1460_DP_VS_CD4_THYMOCYTE_UP AAMDC AATF ACSBG1 ACYP1 AEBP1 AGK ALDH2 ANKHD1 AQP3 ARHGAP19 ARHGEF7 ARL4A ARPP21 ASF1A ASL BAZ2A BRD9 CASK CD1B CD1C CD1D CD1E CD38 CD72 CD8B CD99 CDK2AP2 CDKN2C CEMP1 CGGBP1 CHCHD7 CHRNA3 CLIC1 COASY CORO2A COX17 CPVL CSNK2B CTC1 CTNNBL1 CXCR4 DAPK1 DCTN3 DGKE DHTKD1 DHX8 DNMBP DPF2 EAF2 ECI1 EFNB2 ELOCP28 ENY2 EXTL1 FA2H FAF1 FAIM FAM216A FBXL12 FBXO7 FECH FOXI1 FRZB FSTL1 FXYD6 GAB2 GABRB3 GCDH GFI1 GLT8D1 GNA15 GNPAT GPR19 GRPEL1 GSE1 GUCY1B1 H2AC8 H3C10 HACD1 HEMK1 HERC2 HMGB1 IFT46 ITGB1BP2 ITIH4 JAG1 JAKMIP2 LAIR1 LAMB2 LCT LDLRAD4 LETM1 LINC01260 LRRC1 MAGOH MAP1A MAP2K2 MAP2K6 MAP6D1 MARCKS MCM10 MCPH1 MDC1 METTL7A MITF MKRN2 MNS1 MPP1 MPPE1 MRPS22 MTMR2 MYB MZB1 NAPG NDUFS6 NDUFV1 NEIL1 NEIL3 NIF3L1 NPEPL1 NUDC NUDT21 OR7E47P ORAI2 OSBPL9 PAF1 PCBP2 PCDH9 PEF1 PEX5 PHLDA3 PHLPP1 PLCB4 PLK4 PLPP3 PLXND1 PNPLA4 POLR2F PON1 PPM1G PPP2R2D PRDX6 PRMT7 PSMA3 PSMA5 PSMA7 PSMB7 PSMD4 PSMD9 PTCRA PTPRM RAB8A RAD51C RAG1 RALGPS1 RAPGEF5 REXO5 RHOT2 RIPK4 RNF141 RPL23AP7 RPL39L RPP30 SAP130 SCRN1 SEC13 SEC61A2 SERPINI1 SH3TC1 SKIC2 SLC25A3 SLC29A1 SMIM8 SNRNP70 SPSB3 SRSF3 STAG3 STMN1 STN1 TBC1D1 TBC1D19 TBCD TESMIN TEX10 THYN1 TIMP2 TNFRSF21 TSHR TSPAN9 TXN UCK2 UIMC1 UPF1 UTP11 VOPP1 VRK1 WDR19 WDR45 XBP1 ZNF767P GSE1460_INTRATHYMIC_T_PROGENITOR_VS_CD4_THYMOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1460_INTRATHYMIC_T_PROGENITOR_VS_CD4_THYMOCYTE_DN ABAT ABCB1 ABLIM1 ACTN1 ACVR2A ADAM23 ADARB1 ADGB AGT ANGPTL2 APCS APMAP ARHGEF6 ARL6IP5 ATF7IP2 BACH2 BAG3 BIRC3 BNIP3 CACNA2D2 CAMK1D CAMSAP2 CBFB CBLB CCR7 CD200 CD27 CD53 CD6 CEACAM1 CLEC2D COL6A3 COTL1 CRELD2 CRTAM CTSL DBH DCHS1 DCLRE1A DENND2D DHRS3 DOK2 EEIG1 EFNA4 EGR1 EHD4 ENC1 EPAS1 ERMP1 EVI2A FAM184A FCGBP FCMR FOXO1 FUCA1 G3BP2 GALNT11 GBP2 GCH1 GIMAP4 GIMAP5 GOLGA8A GOLGA8B GPR183 GPR65 GRB10 GVINP1 HCP5 HDAC5 HGF HIVEP2 HLA-B HLA-C HLA-G HNRNPH1 HTR2B ICOS ID3 IER2 IFI44 IFI44L IFITM1 IL16 IL27RA IL2RB IL4R IL6R IL6ST INPP5B ITGB2 ITPKB JAK1 KCNH2 KDM4B KLF10 LBH LBP LCP2 LEPROTL1 LINC00623 LPIN2 LPXN LRRC2 LRRN3 LTB LY9 LYPD3 MAN1C1 MAP2K1 MAPK13 MID2 MSN MYH13 NCALD NEDD9 NELL2 NLRP1 NR4A3 OAS2 OMG OSBPL8 PDCD4 PDE4B PDGFA PHLPP2 PIK3IP1 PIM2 PIP4K2C PLA2G4C PLEKHA1 POMT2 PPP2R5A PRKCH PRMT2 PTCH1 PTK2 PTPN12 PTPRC QPCT RAB29 RAB8B RAC2 RASGRP2 RASSF2 RBM38 REEP5 RETREG1 RGS12 S1PR1 SARAF SATB1 SATB2 SCML1 SEMA4C SERPINB9 SGK1 SGPL1 SH2B3 SH2D3A SIRPG SKAP1 SLAMF1 SLC13A4 SLC7A7 SMAD7 SMPD1 SP110 SPINK2 SPOCK2 SPON1 SPTBN1 ST3GAL5 ST6GAL1 STAT1 STX17 SYNE1 TATDN2 TENM1 TMEM204 TMEM248 TNF TNFAIP3 TNFRSF1B TNFRSF25 TNFSF10 TOR1AIP1 TOR1B TPK1 TRAF3IP3 TRAF5 TRIM38 TSC22D3 ULK2 VAV1 VCL VOPP1 ZFP36L1 ZNF516 ZNF589 GSE1460_INTRATHYMIC_T_PROGENITOR_VS_CD4_THYMOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1460_INTRATHYMIC_T_PROGENITOR_VS_CD4_THYMOCYTE_UP AAMDC ABCC1 ACAT2 ADK AHI1 ALCAM ALDH7A1 ANXA4 ARHGAP19 ARL3 ARMCX1 ARPP21 AURKB BAG5 BAHCC1 BAZ2B BLNK BUB1 CA6 CAT CBFA2T3 CD1B CD24 CD79A CDK2AP1 CEP43 CEP70 CETN2 CFH CHCHD3 CHST12 CIB2 CLGN CLTA COMMD4 COPS3 CPVL CREB3L2 CSE1L CSNK2B CTNNAL1 CTSG CXCR4 DAPK1 DDX1 DESI2 DNAJB6 DNAJC12 DPM3 DTYMK EAF2 ECI1 EFCAB11 EIF2B2 EIF4A3 EIF4H EPB41L2 ERI2 ESD ETS2 EXOSC4 FAIM FBXO7 FECH FXYD2 GALNT2 GART GAS7 GATB GCHFR GFI1 GNA15 GNG11 GNL2 GRK3 GSE1 GUCY1A1 GUCY1B1 HADH HDGF HEMK1 HLA-DRB1 HMGN5 HSD17B10 IDH3B IFT46 INA JAM3 JCHAIN KCNK10 KCTD3 KCTD9 LCMT1 LDLRAD4 LETM1 LINC01260 MAD2L1 MAP1A MDC1 MFAP4 MLLT11 MPC2 MRM3 MRPL16 MRPS12 MRPS18A MRPS22 MTX1 MYB MYC MZB1 NARS2 NEIL3 NHP2 NOTCH1 NQO1 NTHL1 NUBPL NUP107 OR7E47P PACSIN2 PCCB PEX5 PGD PLCG2 PLK4 PLPP3 PLS3 POLE3 POLR2I PREX2 PRKCA PRMT5 PRUNE2 PSMB3 PSMC1 PSMD4 PTCRA RAB13 RAD51C RAG1 RAG2 RAP1GAP2 RAPGEF5 RBCK1 REXO2 RFC2 RHEB RMI1 RNASEH2A RNF130 RPL26L1 RRAS2 RTRAF RUBCNL RUVBL1 SCNN1B SCRN1 SEC31B SEH1L SETBP1 SLC27A5 SLC29A1 SNRNP40 SORT1 SPAG1 STK3 STMN1 STN1 STOML2 SYK TCEA2 TCEAL9 TFDP2 TIMP2 TK2 TMEM131L TMEM177 TNFRSF21 TNFSF4 TRAF3IP2 TRIP6 TRO TSHR TSPAN7 TTF2 TTLL1 TUBG1 TXN TXNRD1 UBE2E1 UCK2 UQCRFS1 UTP3 VANGL1 ZMYM3 ZNF112 ZNF254 ZNF282 GSE1460_INTRATHYMIC_T_PROGENITOR_VS_DP_THYMOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1460_INTRATHYMIC_T_PROGENITOR_VS_DP_THYMOCYTE_DN ABHD8 ACSBG1 ADRA2B AGBL2 AKAP7 APBB1 APC APH1B ARHGEF7 ARPIN ARPP21 ARSL ASL ASTN2 ATG16L1 ATG4A ATP9B BAZ2A BBIP1 BCL6 BMAL1 C12orf4 CA8 CABIN1 CAPN3 CARD8 CARMIL1 CBFA2T3 CCN2 CCNI CCR9 CD1D CD244 CD38 CD52 CD8A CDKN2A-DT CELA2B CENPA CEP350 CGGBP1 CHRNA3 CIB2 CLK4 COL6A3 COMMD4 CRELD2 CRTAM CTDSP2 CWC25 CXCL3 DENND2D DGKA DNMBP DUSP2 EDEM1 EEIG1 EGLN1 EGR1 EGR3 ELK3 ENC1 ERP44 EVI2A EXOC2 FAM53C FAT1 FBLN5 FBXL12 FCMR FNDC3B FOXO4 FOXP3 FRY FRZB GABARAPL1 GALNT12 GPATCH2 GPR153 GPR19 GSPT2 H2BC4 H4C8 HDAC5 HIVEP2 IER2 IFT88 IL17B IL21R IL23A IL32 ING1 ISG20 ITIH4 ITPKB KAT2B KBTBD11 KCNC4 KDM4B KDM5A LBH LBP LCP2 LPGAT1 LRFN3 LY9 LYST MAP6D1 MAPK13 MAST4 MBTPS2 MEAK7 MITF MPPE1 MVB12B MYH9 NMB NOS3 NR1H2 OPRD1 OR7E47P PCMTD2 PDE4D PGS1 PHLDA2 PIM2 PIP4K2C PLCH1 PLCH2 PLCL1 PLEKHM1 POR POU3F4 PPP1R13L PPP1R15A PPP2R5B PSG11 PSPC1 RAD52 RAPGEF6 RER1 RGCC RGR RHEB RHOBTB2 RIC8B RIPK4 ROCK1 RPRM SGK1 SH2D2A SH2D3A SIRPA SIT1 SIX5 SKAP1 SLAMF1 SLC12A4 SLC25A44 SLC35E3 SLC6A7 SLC7A6 SLC9A8 SOX17 SPRY2 SRD5A2 ST3GAL5 ST6GAL1 STAG3 STX11 SYNE1 TAPBPL TBC1D19 TENM1 TESMIN TGFBR2 TIAM1 TLE4 TNFAIP3 TNFSF14 TONSL TRAC TRAF3IP3 TRBC1 TRDV2 TRPM3 TSC22D3 TTK TUBA4A VASP VEGFC VOPP1 WDR19 WWC1 XCL1 XPO4 ZMIZ2 GSE1460_INTRATHYMIC_T_PROGENITOR_VS_DP_THYMOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1460_INTRATHYMIC_T_PROGENITOR_VS_DP_THYMOCYTE_UP ABCC9 ABCE1 ABHD14A ADAMTS1 ADRB3 AGAP1 ALCAM ANXA4 APEX1 AQP9 ARMCX1 ATIC ATP10A BAZ2B BMP15 BMX BRIP1 CA6 CASP1 CCDC102B CD24 CD55 CD74 CDH8 CDKAL1 CFH CIDEB CKAP4 CLCA4 CLIP3 CREB3L2 CRTAP CTNNA3 CUL1 CYRIA DHODH DRAM1 DSC3 DTX4 DUSP22 EEF1G EIF2B3 EIF4EBP1 ELF2 ELN EMD ERAL1 ERLIN1 ETF1 ETFB EXOSC5 FAIM FAM30A FAM86B1 FTH1P5 FXYD2 FZD6 GAS6 GATB GNG11 GNL2 GPD1L GPRC5A GPX1 GPX7 GRB14 GSN-AS1 GSTM3 GUCY1A1 GUCY1B1 HACD1 HES1 HLA-DMA IFI44 IFI44L IFNA4 IGF2-AS IGLL1 IL19 IL36RN IMPACT IMPDH1 INTS7 JCHAIN KCNK10 LAMC1 LARS2 LDB1 LILRA4 LPAR6 LUZP2 MALL MAP9 MCTP2 MDFIC MEP1B MEST METTL8 MFAP4 MICU1 MRE11 MRPL11 MRTO4 MS4A5 MSRB2 MTCP1 MYEF2 MYOZ2 NBN NEK11 NHP2 NOS1 NOTCH1 NUBPL NYNRIN OPN3 PAICS PBX1 PCCB PCNA PDE3B PDZRN3 PFKM PIM1 PKD2 PKIG PLA2G4C PLAC8 PLCXD1 PLPP3 POFUT1 POLR3B PON2 PPEF2 PRDX4 PRKCA PRMT5 PTGER3 RAB40B RAP1GAP2 RBFOX2 RBM47 RIOX2 RNF130 RNF144A RPS8 RRAS2 RRP1 RUBCNL RUVBL1 S100G SAMM50 SAMSN1 SCN3A SCN9A SEC31B SELL SH3BGR SLC15A3 SND1 SOCS2 STK3 STN1 STOM STOML2 TARP TBCE TCF7L2 TFAM TFRC TIMP1 TIMP4 TLR7 TMED3 TNFSF4 TRIM29 TUBA1A TUFT1 TYRP1 UCHL5 UCK2 ULK4 VIM WDR3 WDR41 WT1-AS XKR8 XPOT XYLT1 ZC2HC1A ZCCHC14 ZFP69B ZMYND10 ZNF112 ZNF132 ZNF282 ZNF460 ZNF550 GSE1460_INTRATHYMIC_T_PROGENITOR_VS_NAIVE_CD4_TCELL_ADULT_BLOOD_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1460_INTRATHYMIC_T_PROGENITOR_VS_NAIVE_CD4_TCELL_ADULT_BLOOD_DN ACTN1 ADORA2B AK5 AKTIP ALDH3A2 ALPG AP3M2 APBB1 APH1B APLP1 APOL3 ARHGEF10 ARHGEF3 ARL6IP5 ASNS ATG14 ATP2A1 BIN2 BNIP3 BTN3A1 CACNA2D2 CAMSAP2 CAPRIN2 CBFA2T2 CCDC134 CCDC88C CD247 CD53 CD55 CDC14B CDC42SE1 CDR2 CHRNA2 CIB1 CITED2 CKAP4 CLEC2B CLK4 COL6A1 CRLF3 CRYL1 CSF3 CTSF CYLD CYTIP DENND2D DGCR2 DNAAF8 DRICH1 DUSP13 ECHDC2 EEF1G EPS8L2 ERGIC2 EVI2A EVI2B FADS3 FAM171A1 FBXO3 FGF9 FLT3LG FNBP4 FNDC3B FTL FUCA1 FXYD5 GALNT11 GARRE1 GBX2 GOLGA8A GP5 GPR183 GPRASP1 GRB10 GSG1 GSN-AS1 GVINP1 HABP4 HLA-G HLA-J IER2 IFITM1 IGBP1 IKBKE IL27RA IL4R IRF9 ITFG2 ITIH1 ITPKB JAK1 KAT2B KCNAB2 KCNH2 KCTD7 KDM7A KLF3 KLF7 KREMEN2 KRT2 KRTAP5-8 LCP2 LDOC1 LIN7B LINC00623 LOX LPIN2 LRRN3 LY9 MAPK13 MARF1 MEGF6 MMP19 MPHOSPH8 MSN MST1L MT1F MYLIP MYOM1 NAP1L2 NCOA2 NDRG1 NEBL NEK3 NFKB1 NGFR NLRP1 OSTM1 P2RY2 P3H4 PASK PCDHGA9 PDE4B PDE4DIP PDXK PEX19 PHF1 PIP4K2C PLA2G10 PLCL2 PLEK2 PLEKHA1 PLP2 PPARD PPP2R5A PRKACB PRMT2 PVT1 RAB29 RASSF2 RCAN3 RETREG1 RGCC RHOF RIN3 ROR2 RPL10P17 RPL21 RPL3L RRAS S100A6 SERP1 SH2D3A SIRPG SKAP1 SLAMF1 SLC15A3 SLC35D2 SLC66A3 SLC9A8 SMIM27 SNRK SPOCK2 SQSTM1 STX16 SYNE1 TET3 TGOLN2 TIMP1 TKTL1 TMBIM1 TMEM204 TMEM9B TNF TNIP2 TOR1AIP1 TPK1 ULK2 VIPR1 VOPP1 ZBTB20 ZFP36L1 ZMYM6 ZNF14 ZNF224 ZNF331 ZNF37BP GSE1460_INTRATHYMIC_T_PROGENITOR_VS_NAIVE_CD4_TCELL_ADULT_BLOOD_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1460_INTRATHYMIC_T_PROGENITOR_VS_NAIVE_CD4_TCELL_ADULT_BLOOD_UP AAGAB ABCD3 ABCE1 ABCF2 ACO1 ACOX3 ACTG1 ADK AGO3 AHI1 AKR1A1 ALDH2 ALDH7A1 ANP32A API5 ARHGAP19 ARHGAP32 ARMCX1 ASRGL1 ATIC AURKA B3GNT2 BAHCC1 BID BLM BTBD3 BUB1 CBX3 CCDC51 CCDC6 CCNA2 CCR9 CCT5 CCT6A CD200 CDC20 CDC6 CDC7 CDKN3 CENPM CENPN CENPS CHAF1A CHAF1B CHCHD3 CHD4 CHEK1 CHST10 CIB2 CKAP2 CKS2 CSNK2A1 CSNK2B CSTF3 CTNNAL1 CUX1 DDB1 DESI2 DHFRP3 DLEU2 DNAJB6 DONSON DPP3 DSG2 EAF2 ECT2 EIF2B3 EIF4A1 EIF4A3 ENPP2 ETFB EXTL2 FANCI FANCL FBXL12 FBXO5 FEN1 FIG4 FOXM1 FSTL1 GALNT7 GARS1 GATB GCHFR GLMN GNA15 GUCY1A1 HCFC1 HDAC2 HDGF HELLS HES1 HNRNPAB ICMT IDH3A IFT52 IGF2BP3 IMPA2 ITPR2 KIF18B LARP1 LDHA LZTFL1 MAD2L1 MARCKSL1 MCAM MCM4 MCM6 MCUR1 MKI67 MLLT11 MSH6 NBN NEDD4 NEK2 NF1 NHP2 NOTCH1 NSDHL NUP107 OIP5 OPN3 ORC6 PA2G4 PABPN1 PBK PELI2 PEX5 PGRMC1 PIAS2 PIMREG PKD2 POLA1 POP7 PPP4R1 PRDX3 PRMT1 PSAP PSMA2 PSMD4 PTPN2 PXMP2 RAD51C RAG2 RBMX RCN2 RFX5 RNASEH2B RRM1 RUBCNL RWDD2B SALL2 SCCPDH SCRN1 SERPINF1 SF3B3 SF3B4 SLC1A4 SLC25A46 SMARCA4 SMC4 SNCA SOX4 SPAG1 SPRING1 SSX2IP STAG3 STIL STK3 TARP TCF12 TFDP1 TFDP2 TIMP2 TIPIN TMEM97 TNFSF4 TOPBP1 TP53BP1 TRDMT1 TSPAN7 TSPYL5 TTF2 TUBB4B UBE2A UBE2C UBE2S UBR7 WDHD1 WDR41 YARS1 YBX3 YEATS2 YWHAQ ZC4H2 ZMYM3 ZNF22 ZNF282 ZWILCH ZWINT GSE1460_INTRATHYMIC_T_PROGENITOR_VS_NAIVE_CD4_TCELL_CORD_BLOOD_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1460_INTRATHYMIC_T_PROGENITOR_VS_NAIVE_CD4_TCELL_CORD_BLOOD_DN ABCG4 ABHD8 ABI3BP ACADSB ACOT11 ADAM15 ADCY2 ADCYAP1 ADORA2B ADRB3 AFAP1 AGRN AHCYL2 ALDH3A2 ALPG ALX3 ARHGEF6 ATP10A ATP11A ATP12A ATP9B BARX1 BCL10 BCO1 BNIP3 C17orf80 CABIN1 CAMK4 CAPN2 CAPN3 CASP10 CBY1 CD177 CDC42SE1 CEBPD CELSR3 CIB1 CKAP4 COL18A1 CPTP CRHBP CRYGC CSF1R CSF2 CTDSP2 CYLD DDX27 DGCR2 DIP2C DLX5 DNAJB4 DNAJC22 DNMT3L DUSP22 DYNLT1 EBAG9 EEIG1 EPHB3 FAU FRAT1 FRY FXYD3 GAL GALNT11 GALNT8 GDF2 GJB1 GP5 GPRASP1 GRB10 GRHL2 GZMA HCP5 HEG1 HIVEP2 HOXC6 HTR2B HTR7 IER2 IFITM1 IGHV5-78 IGLJ3 IL11RA IL24 IL32 IPPK KCNC3 KCNH2 KCNJ14 KRT15 KRT2 KRT23 LHFPL6 LLGL2 LMOD1 LRRN3 LY9 MAB21L4 MADCAM1 MALT1 MAN1C1 MAPK13 MAPK3 MARK1 MAST4 MEGF6 MINDY1 MORC2 MRPS14 MS4A3 MSRA MSX2 MVK MXRA8 MYEF2 MYL12B NCR2 NME3 NPPA NPY4R OPRPN OR7E19P PACSIN3 PASK PCOLCE PDCD4 PDE4B PGLYRP4 PHF20 PIP5K1B PLAC8 PLEK2 PLEKHA1 PLEKHB1 PLXNA1 PPARD PPP2R2B PPP2R5B PRMT2 PSORS1C2 RAB22A RACK1 RAPGEF6 RBM19 RBM47 RGL1 RHOF RNF17 RPS16 RSAD1 RYBP S100A6 S1PR1 SCGB2A2 SCNN1B SELENBP1 SERPINC1 SERPINF2 SERPINI2 SIRPA SLC17A7 SLC6A7 SLC7A7 SLC8A2 SMYD2 SORL1 ST6GAL1 STIM1 STX16 SYNE1 TAF1 TDRD3 TESMIN TGFB3 TGFBR2 TMEM243 TNFRSF1B TNFSF10 TNIP2 TPK1 TRAF3IP3 TRDV2 TRIB2 TSPAN14 TXK UBE2D4 UFL1 UNC119 WWC1 ZCCHC2 ZFP36L1 ZNF155 ZNF460 ZNF467 ZNF510 ZNF516 ZNF571 ZNF835 ZNHIT3 GSE1460_INTRATHYMIC_T_PROGENITOR_VS_NAIVE_CD4_TCELL_CORD_BLOOD_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1460_INTRATHYMIC_T_PROGENITOR_VS_NAIVE_CD4_TCELL_CORD_BLOOD_UP AAGAB ABHD10 ACTG1 ADA ADH5 ADNP2 AHI1 AIFM1 ALG9 ANXA4 ARMCX1 ATP6V1C1 BAZ1B BAZ2B C1orf112 CBX1 CBX3 CCNA2 CCR9 CCT5 CCT7 CD2AP CD99 CDC20 CDCA4 CENPE CFH CHCHD3 CHD9 CHST10 CNBP COPB2 CSNK2A1 CTPS2 CUL1 DDX1 DENR DET1 DLD DNAJB6 DSG2 DYNC1I2 EEF1A1 EIF4A1 ELN ELP3 ENSA ERLIN1 ETF1 ETS2 FABP5 FAIM FBXO5 FEN1 FKBP3 FOCAD GABPA GARS1 GAS7 GDE1 GINS1 GMNN GMPR2 GNG11 GNL2 GNMT GORASP2 GOT1 GOT2 GSTO1 GTF2A2 GTF3C3 H4C3 HADH HES1 HIVEP3 HMGB2 HNRNPA0 HNRNPAB HNRNPH1 HNRNPR HSD17B4 IDE IDH3A IFI16 IMMT IMPA2 IMPDH2 KCTD9 KIF2C LDLRAD4 LYRM1 MAD2L1 MCAM MCM6 MFAP1 MFAP4 MICU1 MIS18A MPP1 MRPL11 MRPS22 MSH2 MYBL2 MYL6B NINL NREP NSDHL NUBPL ORC1 ORC6 PA2G4 PAICS PCCB PCNA PGD PGRMC1 PLK4 PNMA1 POLE3 PON2 PPP4R1 PRC1 PRPF8 PRR11 PSAP PSIP1 PSMA6 PSMD14 PTP4A2 PTPN2 RAB32 RAD51C RAP1GDS1 RFC1 RFX5 RHEB RHOA RMI1 RNASEH2B RNFT2 RPGRIP1L RRAS2 RRM1 RUBCNL RUVBL1 SCN3A SCN9A SCRN1 SF3A3 SIGMAR1 SLC35A5 SMAD2 SMC2 SNAP29 SND1 SNRNP40 SPAG1 SRSF9 STIL STK32B STK38L STMN1 STN1 STS TARP TCEA1 TCEAL9 TCERG1 TCF12 TDP1 TFRC THUMPD2 TIMELESS TIMP2 TM7SF3 TNFRSF21 TOPBP1 TOR1B TP53BP2 TPGS2 TRDMT1 TRIP13 TRO TUBB TXN TXNDC9 TXNRD1 UBAP2 UBE2E3 UBE4B UBR7 UCK2 UPF2 USP1 USPL1 VIM VIPAS39 VPS26A ZWINT GSE1460_INTRATHYMIC_T_PROGENITOR_VS_THYMIC_STROMAL_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1460_INTRATHYMIC_T_PROGENITOR_VS_THYMIC_STROMAL_CELL_DN ADAM19 ADCY9 ADORA2B AKR1B10 ALDH3A2 ANG ANOS1 ANXA10 ANXA3 AOPEP ARHGAP29 ARHGEF12 ARMCX2 ASL ATP10D ATP13A3 ATP6AP2 BCAP29 BCHE BEX1 BHLHE40 BHMT2 BPNT2 BRIP1 C10orf88 C11orf24 CALU CARM1 CDC37L1 CDH2 CEP170 CHSY1 CLCA4 CLN5 CNN3 COL4A5 COL6A2 COPZ2 CORO2B CREB3L1 CREG1 CRISPLD2 CTSA CXCL6 DERL2 DIP2C DKK1 DLG5 DNAJC10 DNAJC6 DOK5 DPY19L1 DZIP1 EDNRA EDNRB EGR1 EIF4EBP1 ELOVL1 EMILIN1 EOGT EPYC ETNK1 F3 FADS3 FBXL2 FBXO3 FGD6 FGF2 FHL2 FKTN FOXC1 GFPT1 GIPC2 GLT8D2 GNG10 GOLPH3 GPC4 GPRC5B GRAMD2B GSTT2 HIF1A HOMER3 HOXA2 HS2ST1 IGFBP5 ILK ITGA5 JAG1 KATNBL1 KCNK1 KIAA1549L KLF4 KLF8 LAMP2 LARGE1 LDOC1 LEPR LRRC32 LTBP1 MANSC1 MAP2K1 MBOAT7 MCFD2 ME1 MEIS3P1 MINDY3 MORF4L2 MOXD1 MT1E MT1F MTMR11 MYH9 MYO6 NACC2 NECTIN3 NGRN NID1 NPDC1 OLFML2A OSTM1 PAPPA PDGFA PDGFRL PDLIM2 PEA15 PF4V1 PGM3 PIP4K2C PIR PKD2 PLOD3 PNMA1 PRRG1 PTGS1 PTPN12 RAB1A RAB29 RASSF9 RBFOX2 RGL1 RPL23AP7 RPS6KA2 RPS6KC1 RRAS RRBP1 RTL8A RUNX1T1 SEL1L SEMA4C SFRP1 SGPP1 SLC25A32 SLC25A4 SLC31A1 SLC38A6 SLC6A1 SLC6A8 SLFN12 SLIT2 SMARCA1 SPON2 SRPX2 SS18 STAG3L4 STAM2 STK17A STK3 STON1 STX7 SYNDIG1 TBC1D16 TEAD3 TENM4 TFPI2 TGFBR3 THBS1 TM6SF1 TMCO3 TMEM100 TMEM158 TMEM184B TNFRSF10B TNFRSF12A TP53I3 TPST1 TRIM32 TSPAN4 TUBB2A TUBB6 TVP23B TWIST1 TXNDC9 UNC13B UPP1 VCAM1 VIM VOPP1 ZCCHC24 ZNF516 ZNF532 GSE1460_INTRATHYMIC_T_PROGENITOR_VS_THYMIC_STROMAL_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1460_INTRATHYMIC_T_PROGENITOR_VS_THYMIC_STROMAL_CELL_UP AAGAB ABCF1 ABHD10 ACAD10 ADA2 ADAM28 ADCY8 ALOX12P2 ANAPC15 ANAPC5 APBB3 APOA4 AQP8 ARHGAP32 ARHGDIB ARPP21 BAG5 BANP BCL11A BCOR BUB1B C10orf95 C1QTNF3 C8orf44 CAPN3 CAT CCDC57 CCT7 CDK13 CDK5RAP1 CELSR2 CHAF1A CLK1 CNDP2 COQ8A CSF2 CUL1 CYBA CYTH4 DAP3 DAPK1 DCLRE1C DET1 DHX40 DNAH3 DNAJC16 DPP8 DPYSL4 DTL DYNC2I1 EDAR EID1 EIF4A1 ENOSF1 ENTREP1 ETFB EZH2 FAM30A FANCC FASTKD1 FBXL12 FBXL14 FGF18 FH FMNL1 FNDC8 GAS7 GATB GPD1L GRAMD4 GRSF1 GUCY1B1 GUSBP14 HABP2 HADH HAPLN2 HIVEP3 HLA-DMB HLA-DRB1 HMCES HMGB2 HNRNPH1 HSD17B7 HSPBAP1 ICOS IDE IMPDH2 INO80D KCNK7 KCNMB3 LAGE3 LIME1 LINC00574 MAB21L4 MC1R MCM5 MCM6 MED9 MGMT MICU1 MPHOSPH10 MRPL16 MRPS22 MRPS35 MSH2 MVK MX1 MX2 MYCBP2 NCK1 NEUROD2 NHERF1 NMI NUP107 NUP88 ORC1 OXSM PA2G4 PCM1 PCNA PDCD1 PGS1 PLCD1 PLEKHG6 PMS2P5 POLG2 POU2F1 PPP1R8 PPP2R5A PPWD1 PRDM4 PRLH PRUNE1 PTMA PTPRCAP PWP1 QRICH1 QRSL1 RAB25 RAB4B RAD54L RAP1GAP2 RASGRP2 RFC1 RNASEH2B RNF114 RPS8 RUNX3 SALL2 SAYSD1 SCN8A SECISBP2 SETDB1 SF3A3 SGF29 SHANK1 SLC27A5 SLC37A4 SLC46A3 SNN SNRNP200 SOX18 STAG2 STIM1 STMN1 STS STX11 TAPBPL TBC1D31 TBP TGIF2 THADA THAP11 THOC1 THRA TIMELESS TM7SF3 TNFAIP8 TNFRSF25 TOP1 TP53AIP1 TRAIP TRANK1 TRAPPC9 TRAT1 TUBD1 TUBGCP4 TUBGCP5 USP24 USP7 VTN XPA ZMYND10 ZNF235 ZNF248 ZNF467 ZNF606 ZXDC GSE1460_NAIVE_CD4_TCELL_ADULT_BLOOD_VS_THYMIC_STROMAL_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1460_NAIVE_CD4_TCELL_ADULT_BLOOD_VS_THYMIC_STROMAL_CELL_DN AAMDC ABCE1 ADAM19 AEBP1 ALDH2 ANKRD17 ANXA10 AP3S2 APOOL ARHGAP29 ARPC1A ATP1B3 ATP2C1 BAALC BACE1 BCAP29 BCHE BID BPNT2 BTBD3 C10orf88 CACNA2D3 CALM2 CAMSAP2 CARS1 CBS CD59 CDC6 CENPN CENPS CEP55 CHEK2 CHST15 CHSY1 CNN3 COL4A5 COL6A2 COPZ2 COX8A CREG1 CRISPLD2 CRTAP CTNND1 CXCL6 CYCS DENND5A DEPDC1 DMXL2 DNA2 DNAJC10 DNMT3B DOK5 DPYSL3 DSG2 ECT2 EDNRA EEF1E1 ELOVL6 EMC3 ERCC1 ERI2 FABP5 FAH FAIM FAM50A FANCL FBXL2 FBXW11 FEM1C FGF2 FKBP1B GAS1 GATA2 GCLM GCNT1 GLRB GNG12 GPALPP1 GSTT2 GTF2E1 GTF3C1 GYG2 HAS2 HAUS6 HDAC2 HELZ HNRNPAB HNRNPH3 HOMER3 HSPA4L HSPH1 HYI ICMT IGF2BP2 IGFBP5 IMPA1 JADE3 JAG1 JPT1 KAZN KIAA1549L KIF4A KLF10 KLF4 LDB2 LRP12 LRRC15 LTBP1 MAB21L2 MAD2L1 MAGEH1 MCM2 MGAT4B MMD MOB1A MOXD1 MRPL35 MT1E MTG1 MYRF NAGA NAV2 NDC80 NDUFA6 NECTIN3 NEFM NID1 NT5DC2 NUDT21 OIP5 OLFML2A OLFML3 OSBPL11 OXSR1 PAPPA PCDH9 PDGFA PDLIM1 PDLIM2 PFDN6 PFKM PGM3 PIMREG PLGRKT PLSCR4 PLXNA1 POLR2L POP7 PTBP3 PTGS1 PTRH2 RAB1A RAD23B RAD51 RAD51AP1 RAPGEF2 RAPGEF4 RECK REXO2 RGS2 SCD SCG5 SEC11A SEC14L1 SERPINB8 SFRP1 SIDT2 SLC25A11 SLC25A14 SLC25A24 SLC31A2 SLC35A5 SLC38A6 SLFN12 SLIT2 SMAD4 SRD5A1 SRI SS18 STAG3L4 STAM2 STK3 STRAP TAGLN2 TEAD3 TFPI2 THBS1 TIMELESS TIPIN TMEFF1 TMEM100 TPST1 TWF1 UGGT1 UST WSB2 YOD1 ZCCHC24 ZDHHC7 ZKSCAN7 GSE1460_NAIVE_CD4_TCELL_ADULT_BLOOD_VS_THYMIC_STROMAL_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1460_NAIVE_CD4_TCELL_ADULT_BLOOD_VS_THYMIC_STROMAL_CELL_UP AAK1 ABCG5 ADA2 ANAPC5 ANKRD36B AP3M2 ARHGEF18 ATP4A ATP6V1G1 BACH2 BAP1 BIN2 BRME1 BTN3A1 C1QTNF3 CAB39 CAB39L CBFB CCDC33 CCND3 CDK5RAP1 CENPO CERK CLEC2B CLK4 COG2 COQ8A CRLF3 CSNK1E CTC1 CTRB2 CUL1 CUZD1 CYP4F2 DAZAP2 DCLRE1C DDX23 DDX5 DDX50 DEF6 DELE1 DIAPH1 DNASE2 DPP8 DUSP13 EEF1B2 EEF1G EP300 ERICH1 FAM168B FBXO46 FGF6 FOXO4 FRAT2 FXYD1 GAL3ST1 GAL3ST4 GAP43 GARRE1 GCH1 GPR157 GSN-AS1 GTF2H3 GUCA2B H1-3 HEATR6 HIRIP3 HMCES HPCAL1 HPN HSD17B7 HSPA1L HTT IGLV1-44 IKZF1 IL21R IL4R INPP5D IRAG2 IRF9 KDM3A KHK KLK15 KRI1 KRTAP5-8 LAGE3P1 LAMC3 LEPROTL1 LETMD1 LONP2 LPIN2 LRIG2 LST1 M6PR MAPK14 MARCHF6 MAT2A MED9 MEGF6 MEPCE MLC1 MLLT3 MLN MMP15 MMP19 MMP28 MRFAP1L1 MSL2 NACA NACA2 NCOA2 NDE1 NFX1 NHERF1 NOP53 NSUN5P2 NUP50 PBXIP1 PCDHB13 PCSK7 PCYOX1L PDE4C PI4KA PIAS1 PIM1 POLD1 POLL POLR2B PPIL2 PRG2 PRKACG PRKCZ PSTPIP1 PYGM RADX RFC1 RFX1 RIPK1 RPL10A RPL10L RPL35 RPS13 RPS15A RPS8 SAFB SASH3 SCYL3 SEC24C SLC26A1 SLC43A1 SNN SNRK SPN SPOCK2 SRSF5 ST3GAL5 STARD3 STAT6 STK19 SUPV3L1 SUV39H1 TAOK1 TAPBPL TBC1D31 TBX1 TCIRG1 TH TM7SF2 TMEM140 TMEM179B TMEM59L TNFAIP8 TPP1 TRAT1 TRIM26 TSC22D3 TSPYL2 TUBGCP4 TXK UBE2G2 UBE2L3 USP4 USP7 USP9X UTP6 VPS41 WWP1 ZNF174 ZNF3 ZNF446 ZNF665 ZNF778 ZNF862 GSE1460_NAIVE_CD4_TCELL_CORD_BLOOD_VS_THYMIC_STROMAL_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1460_NAIVE_CD4_TCELL_CORD_BLOOD_VS_THYMIC_STROMAL_CELL_DN ABCE1 ACTR1A AEBP1 AGAP1 AMIGO2 AP5M1 APMAP ARHGAP5 ARMC9 ARPC1A ATF3 ATG5 ATP6V0C ATP6V1H ATXN1 BMAL2 BRIP1 BTG3 C10orf88 CALM2 CAMK2N1 CAMSAP2 CAND2 CBY1 CCNA2 CD59 CDC7 CDCA3 CENPN CHCHD3 CHMP2B CHPT1 COPB1 CPQ CRELD2 CRIPT CRYBG3 CTSK DET1 DHCR24 DHRS7 DNAJC10 DNAJC6 DPY19L1 DTWD1 DUSP12 DUSP14 DYNC1I2 DYNC2H1 EDNRB EIF3J ELOA ELOC EMILIN1 ENSG00000291006 ERCC6L ETFA ETNK1 FAM200C FAM3C FEZ2 FGF13 FKBP3 FKTN FTH1P5 GALNT7 GCNT1 GGCT GLB1 GMPR2 GMPS GNAI3 GPALPP1 GSTP1 HBS1L HES1 HIGD1A HJURP HMGCR HYI IBTK IDH2 IFRD1 IFT46 JAG1 KIF15 LDB2 LPAR4 LRP12 LSAMP MANBA MAP1LC3B MAP4 MCFD2 MFSD1 MINDY3 MLH1 MMADHC MRPL35 MRPL42 MT1X MT2A NAP1L3 NARS1 NCAM1 NCAPG2 NDUFA1 NFE2L2 NGRN NT5DC2 NTM NUDT21 NUP155 OIP5 P4HB PABPC4 PDCD5 PDLIM2 PEX7 PGD PGGT1B PLK4 PLPP1 PLPPR4 POGLUT2 POLR3B PPCS PPIA PRNP PSMD10 PSMD5 PTEN PYGL RAB1A RAB20 RAB4A RAB5IF RAB9A RAD17 RAD23B RAP1GDS1 RCAN1 RHEB RHOA RHOBTB1 RHOBTB3 RHOQ RIDA RIT1 RNASEH2A RNF24 RPS27L RTL8A RYK SASH1 SCAMP1 SCD SCFD1 SEC13 SGK1 SHROOM2 SIL1 SLC19A2 SLC25A32 SLC25A46 SLC35A5 SLC6A8 SMNDC1 SMS SOS2 SPA17 SPON2 SRF SRPRB SSH1 STAM2 STBD1 TFPI TGFBR3 THG1L TM9SF1 TMEM43 TNFAIP1 TNFSF13 TRAM1 TRIP13 TRO TRPS1 TTC33 TUBB3 TUBB6 UBE2V2 UGGT1 VDAC1 WDR45B XPNPEP1 ZDHHC4 ZFAND1 ZNF282 GSE1460_NAIVE_CD4_TCELL_CORD_BLOOD_VS_THYMIC_STROMAL_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1460_NAIVE_CD4_TCELL_CORD_BLOOD_VS_THYMIC_STROMAL_CELL_UP AAK1 ABCC2 ADA2 AGXT ANKZF1 APBA3 ARNT ARRB1 ATP11A AZU1 BCL2L10 BIN1 BMP8B BST2 C17orf80 C22orf31 C2orf68 C6orf47 CACNA1D CAMKK2 CASZ1 CC2D1A CCNK CDKL2 CELSR2 CEP152 CES2 CHMP7 CHRM4 CLEC2B CLPS CORO2A CRLF3 DAP3 DCHS2 DGKA DHX8 DKKL1 DLX4 DNAH17 DNAH9 EIF3D ELOA-AS1 ENGASE EPB41L4A-DT EPHX2 ERAP1 ERICH1 FAIM2 FAM53B FBXO24 FFAR3 FZD8 GABRA3 GAP43 GCAT GFAP GLE1 GNMT GPRASP1 GPX2 GRM2 H1-3 H2BC17 HABP2 HERC2 HMX1 HR IDH3B IFIH1 IFNAR1 IL17RC IL1RN IL24 INF2 INSRR IRF2 JCHAIN KLC2 KLHDC8A KLK12 KLK6 KRT2 L2HGDH LMBR1L LRRFIP1 MAN1C1 MAP3K11 MAP6D1 MAPKAPK3 MAPKAPK5-AS1 MBL1P MCCC1 MEGF6 MFNG MINDY1 MIS12 MLC1 MPHOSPH8 MPIG6B MX2 NAT10 NME3 NOP53 NPY4R NRDC NSFL1C P2RY4 PAX4 PBX2 PCBP2 PCDHB11 PCSK7 PCYOX1L PDE4B PDGFB PES1 PHF11 PIGR PIGZ PIK3C2B PIP5K1B PITX3 PLAAT2 PMS2P1 PMS2P3 PPP6R1 PPY2P PRKX PRL PRR36 PSMF1 RAD54L2 RAD9A RANBP10 RCC1 RFX5 RNMT RPGRIP1 RPL10A RPL23AP32 RPL31 RPL9 RPS2 RPS4X RPS6KB2 RSAD1 SCYL3 SEC14L2 SEC31B SERINC5 SIK3 SLC44A1 SPDEF SPINK4 SPPL2B SPTBN2 ST7L SUPT20H SYN3 SYNE2 TAOK1 TBXT TDRD3 TERT THADA TIMM50 TMEM131L TNFRSF9 TNFSF14 TP73 TRAPPC14 TRIM14 TRMT2B TSC22D3 TTC21B UBA7 USPL1 VAMP2 VGF VGLL1 WAS WNT16 WNT6 XKR8 XRCC2 ZC3H12A ZDHHC13 ZFR2 ZNF266 ZNF34 ZNF646 ZNF75D GSE14699_DELETIONAL_TOLERANCE_VS_ACTIVATED_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14699_DELETIONAL_TOLERANCE_VS_ACTIVATED_CD8_TCELL_DN ACADL ACOT7 ACP1 ACTG1 AFG3L1P AIF1 AKIP1 ALCAM ALYREF ANAPC15 ANXA1 ANXA4 APOBEC2 ASF1B AURKA BEX3 BSPRY BUB3 C4orf3 CAB39L CALM1 CALM3 CARHSP1 CCDC34 CD44 CD48 CD80 CDK2AP1 CDKN1A CDKN2C CENPP CHST11 CISD1 CLIC1 COMMD3 COPS4 COPS5 CRELD2 CTLA4 CXCL10 CXCR3 DAPK2 DBI DCK DDOST DDX39A DEPDC1 DLAT DPAGT1 DSCC1 DUSP5 E2F7 EME1 EMP1 EPAS1 ERG28 ERH ETFB FAM136A FBXO5 FCGRT FIGNL1 FKBP2 FLNB GABARAPL1 GCNT1 GEM GGH GLRX GPR160 GRB7 GSAP H1-1 H2BC4 H4C8 HIRIP3 HMGN2 HOPX HPRT1 ID2 IDI1 IFITM1 IFNGR1 IL1B IL1R2 INSL6 IRAK3 ITSN1 KIF22 KLF11 KLRC2 LAG3 LAIR1 LAMP2 LSM12 LSM2 LSM3 MDH2 MICOS10 MIS18BP1 MPHOSPH6 MRPL18 MRPL42 MXD3 MYADM MYL4 NCALD NDUFAF2 NDUFS6 NME1 NRP1 NUDT1 NUP37 NUP43 NUP54 ORC6 PANX1 PBK PGAM1 PHF11 PLAC8 PMAIP1 PMM1 PNP POLR3K PPA1 PRELID1 PRF1 PRIM2 PSMA1 PSMA5 PSMB2 PSMC3IP PSMD8 PYCARD RAD18 RAD51AP1 RAN RANBP1 RBBP7 RBM47 RFC3 RGS1 RPA2 SAMSN1 SAR1B SCRN3 SELENOS SEPHS2 SERPINB9 SERPINE2 SF3B6 SIVA1 SMIM3 SNRPA1 SNX10 SPDL1 SURF4 SYCE2 SYPL1 SYTL3 TAF12 TBCB TCEAL9 TEX15 TEX30 TFDP1 TIMM17A TIMM23 TMBIM4 TMED10 TMEM163 TROAP TTC39B TTC9C TUBB4B TXNDC17 UBE2N UBE2S UCK2 UFC1 VDAC3 VIM YBX3 ZBTB32 GSE14699_DELETIONAL_TOLERANCE_VS_ACTIVATED_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14699_DELETIONAL_TOLERANCE_VS_ACTIVATED_CD8_TCELL_UP ACOT7 AHNAK ALCAM ANXA1 ANXA4 APOBEC2 ARF6 ARHGAP18 AS3MT ASF1B ASPM ASRGL1 ATF6 ATG5 ATOH1 ATP2B4 BAG1 BLM BLVRA BSCL2 BSG BSPRY CALM1 CASP7 CD38 CD44 CD80 CDC34 CDKN2B CHAF1B CHST11 CHSY1 CLSPN COBLL1 COX8A CPD CRELD2 CROT CTSD CX3CR1 CXCR6 DAPK2 DDX28 DNAJB11 DOCK5 DPCD DSTN EHBP1L1 EME1 EMP1 ENDOD1 EPAS1 ERN1 ESCO2 F2R FGL2 FKBP5 GABARAPL1 GABARAPL2 GALNT3 GEM GIMAP7 GLRX GNPTAB GPX8 GSAP GSR H1-0 H2BC4 HAUS4 HCLS1 HINT3 HIP1 HK2 HMGN2 HOPX HPRT1 HTATIP2 ID2 IFITM1 IFNGR1 IL12RB2 IL18R1 IL18RAP IL1RL1 ITGA1 ITGAL ITGAM ITGAX ITGB1 KLRC2 L1CAM LAIR1 LAMC1 LMNB1 LPIN2 MCM4 MCM5 MICAL1 MIS18BP1 MPHOSPH6 MRPL57 MTPN MXD1 MYADM MYBL1 MYL4 MYO1F MYO5A NCALD NEIL3 NIBAN1 NPTN NUDT4 NUPR1 NXT1 ORC6 OSBPL3 OTULIN PACSIN2 PBK PFKP PGLYRP1 PHACTR2 PIK3AP1 PLEKHF1 PLK3 PMAIP1 PPM1J PRDM1 PRDX4 PRR11 PRR13 PTGES2 PTGR1 PTPN12 PTPN13 PTPRJ PYCARD RAB8B RAD51 RAP1B RAP2A RBM47 REEP5 RILPL2 RNF166 RNF216 RORA RUNX2 S100A11 S100A13 SAP30 SCPEP1 SEC61B SEPHS2 SEPTIN11 SERPINB9 SGO2 SIRPA SLA SLC25A24 SMPDL3B SNX10 SPN STARD10 SUMO3 SWAP70 SYPL1 TBX21 TCF3 THEMIS2 TTC39C TUBE1 TXNDC17 USH2A VIM ZBTB32 ZDHHC2 ZEB2 GSE14699_NAIVE_VS_ACT_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14699_NAIVE_VS_ACT_CD8_TCELL_DN ABCA1 ABCD3 ABCG1 ABTB3 ACTN1 ACYP1 ADCY6 ADGRG5 AFP ANGPTL1 ANKRD55 APPL2 ARHGAP35 ARV1 ATP11C BAZ2B BCOR BTLA CARNS1 CCND2 CCR7 CCR9 CD2AP CD55 CD72 CHST15 CNGA1 CREBL2 CUX1 CYLD CYP2R1 DAPL1 DCAF6 DDC DMXL1 DPH5 DZIP1 ELMO3 ELOVL5 EML5 EPHX1 ETS2 EXOSC10 F2RL1 FAM3C FAM78A FOCAD FOXK1 FOXO1 FOXP1 FYTTD1 GAR1 GNL1 GPATCH4 GRAP2 GRIA3 HDAC7 HIPK2 ICE2 ID3 IFNGR2 IFT25 IFT80 IL6ST INPP4B INSR IPCEF1 ISOC1 ITGAE ITK ITM2A KBTBD11 KIZ KLHDC1 KLHDC2 LCLAT1 LDLRAP1 LEF1 LRCH3 LRRC1 MDC1 MDN1 METTL8 MGA MGST2 MICU3 MSL3P1 MTR MYC NBEAL1 NEDD4L NEU3 NOMO1 NOP14 NOP16 NSG2 NUMB PACSIN1 PALS1 PAN3 PARP6 PATJ PCGF6 PDE4B PDK1 PELI1 PHTF2 PIK3C2A PIM2 PLEKHA1 POGZ POLI POLR1G POU2F1 PRMT3 QSER1 QTRT1 RAB3IP RALGPS2 RAPGEF4 RAPGEF6 RGP1 RGS10 RNF122 RNF167 RPL30 RPL36A RPP40 RRAS2 RREB1 RWDD3 SCML4 SESN1 SH3BP5 SH3PXD2A SIDT1 SIPA1L1 SLC11A2 SLC12A7 SLC16A5 SLC25A36 SLC49A4 SLC6A19 SON SPACA1 SSBP2 SSH2 ST6GAL1 STAMBPL1 TAGAP TASOR2 TCF7 TCOF1 TDGF1 TDRKH TET1 TIMP2 TLR1 TNFSF8 TNIK TNRC6C TOMM34 TRAT1 TREML2 TSEN2 TTC28 TTC3 USP24 USP28 USP53 XKRX ZBTB20 ZEB1 ZMYM2 ZNRF1 GSE14699_NAIVE_VS_ACT_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14699_NAIVE_VS_ACT_CD8_TCELL_UP ABHD4 ACER2 ACOT11 ACOT7 ACSBG1 ACTG2 ACTN2 AKR1B10 ALAD ALDOC ALOX15B ANGPTL4 APIP APOBR ARRDC4 ATP5MG AVEN AXL BID BMP7 BTG2 BTK C19orf44 C1QTNF12 CAPN3 CCDC28A CCL5 CD160 CD200R1 CD79B CEBPA CGRRF1 CHDH CHST15 CKLF CLDN12 CNKSR3 CNPY2 CREG1 CSF1 CSRP2 CST7 CXCR3 CXCR5 CYB5A CYB5B CYP4V2 DBNDD2 DDX3Y DECR1 DNAH7 DNAJC12 DTD1 DUSP4 DUT EBI3 EBPL ECI1 ENSG00000286190 EPCAM ETV5 FAM156A FBXW8 FHIP1A FMO5 FRMD6 FSD2 GABARAPL1 GEMIN8 GJB2 GRPEL2 GSTO1 GZMB H2AZ1 HACD3 HACL1 HK2 HLA-DOB HMGN3 HOPX HSPE1 ICAM4 ICOSLG IL10RA IL10RB IL2RB IMMP2L ITGAE ITGB8 JDP2 KDM2B KIF13A KLHL12 KLRG1 LBH LRIG1 LRRC8D LYRM1 LYRM9 MAGOH MANSC1 MATN2 MELK METTL1 MIPEP MRPL24 NAAA NCF4 NCMAP NDUFA4 NDUFC1 NFKBIE NIBAN1 NRN1 NTAQ1 NUCB2 ODC1 ORMDL2 OSBPL3 P4HA1 PACRGL PCDHA12 PDCD1LG2 PDE2A PEAR1 PENK PGLYRP1 PHLPP1 PLCB3 PLGRKT PLPP1 PLSCR1 POLR2K PON3 PRELID2 PRNP PSAT1 PSMA2 PSMA6 PVT1 RAB3GAP2 RAD23B RAD51B RAPGEF5 RAPSN RCN1 RECK RGS2 RNF34 RPL36A RPP40 RRAGD RSAD1 RSPH3 RWDD2A S100A10 S100A4 S100A6 SBDS SDC4 SDHD SERPINB9 SERPINC1 SH3BGRL2 SLC25A53 SLC2A3 SLC35D1 SLC35F2 SLC45A4 SLC7A10 SMIM8 ST14 STX11 SUPT7L SUSD2 SWAP70 SYNPO TBC1D5 TGM2 TIAM1 TJP2 TKTL1 TMBIM1 TMEM128 TMEM216 TMEM256 TSPAN3 TSPAN31 TTC39C UQCC6 USP27X VAV2 WDR41 WEE1 WFDC2 YBX3 ZC3H7B ZCCHC18 ZNF623 GSE14699_NAIVE_VS_DELETIONAL_TOLERANCE_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14699_NAIVE_VS_DELETIONAL_TOLERANCE_CD8_TCELL_DN ABHD15 ACBD3 ACOXL ACTN1 ADAM19 ADD3 AGFG2 AGO2 ALPK1 ALS2CL AMIGO2 ANGPTL2 APBB1IP AQP3 AQR ARID2 ARID3B ARL4C BCL2L11 BRD4 C2orf88 CAMKK2 CARNS1 CCKAR CCL20 CCR7 CEP97 CLIC4 CMPK2 CNGA1 CNGA2 CNN3 CPE CPNE1 CRYBG3 CSNK1E CTSE DAPL1 DAW1 DENND2D DGKA DGKD DNAH2 DNAH8 DSP DUSP10 DUSP6 EEIG1 EHD3 EMB EMP1 ENC1 ENPEP ENSG00000267882 EPAS1 ETS2 FAM20A FAM78A FANCD2 FCGRT FFAR4 FGD3 FHIP2A FILIP1L FOXP1 FOXP3 GGT1 GPD2 GPR171 GPR183 GRAMD2B GRAP2 GUCD1 GUCY1B1 ID2 IFIH1 IFIT1B IFIT2 IFIT3 IGF2R IKZF1 IL10 IL17A IL18R1 IL1RL2 IL21 IL4 ING1 IRAG1 IRGM ITGB3 ITK ITM2A KIAA0040 KLF13 KLHDC2 KLRD1 LAG3 LEF1 LETM2 LMO4 LPAR3 LYPD6B MACROH2A1 MAU2 MBOAT1 MCTP2 METTL9 MFSD4A MIPOL1 MMP14 MX2 MYB MYO3B MYO6 N4BP2L2 NFATC3 NFE2L2 NIPAL1 NIPBL NRP2 NXF1 PARP9 PDE3B PDE4B PDLIM4 PHF6 PITPNC1 PKNOX1 PLAC8 PLEKHA2 PLEKHA6 PLEKHD1 PLEKHF1 PLEKHO1 POLE2 POU2AF1 PPIC PPP1R14C PPP2R5A PPP2R5C PRG4 PRR5L PTGER3 PTGIR PTPRA RASGRP2 RASSF2 RBM39 RCBTB2 RFLNB RIGI RNASE4 RNF144A RNF213 RORC RPL7 RSAD2 RTN3 RTN4RL1 RTP4 S1PR1 SATB1 SEMA4A SFT2D2 SGK1 SLAMF6 SLC16A5 SLC19A2 SLC20A1 SLC35G1 SLFN13 SLFN5 SOX4 SPTAN1 ST8SIA1 SV2C TAF15 TCF7 TDRP TEC TGFB3 TGFBR2 TGFBR3 THEMIS TIMP2 TMIE TRIB2 TRIM25 TRIM34 TRRAP UBN1 USP53 VDR VIPR1 WNT5B XIST ZNF318 ZNF354C ZZEF1 GSE14699_NAIVE_VS_DELETIONAL_TOLERANCE_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14699_NAIVE_VS_DELETIONAL_TOLERANCE_CD8_TCELL_UP ABTB3 ACP5 ADAMTS6 ADCY7 ADGRL2 AFP AMPD1 ANGPTL1 APC APPL2 ARHGAP15 ARHGAP35 ASH1L BACE1 BCOR BICRA CARD6 CCNA1 CCND2 CCR7 CCR9 CD226 CD55 CEP68 CHST15 CNGA1 CNTNAP3 CRIM1 DAPL1 DPP4 DZIP1 EFNA4 ELOVL7 EML5 EPHX1 FAM168A FAM193B FBXL20 FBXO32 FNTB FOXJ2 FOXO1 FOXP1 GRIA3 GRK1 HDAC4 HDAC7 HSPBAP1 IKBKE IL21R IL27RA IL6ST IL7R INPP4B IQSEC1 ITGAE ITPR2 KAT6B KBTBD11 KDM5B KIF1B KIZ KLF3 L3MBTL3 LDHB LDLRAP1 LEF1 LRP6 LRRC23 MAPK8IP3 MBD5 METTL8 MFHAS1 MGRN1 MICU3 MIR302D MIR598 MPPE1 MYC MYLIP NEDD4L NLRC5 NOP53 NSD3 NSG2 OVGP1 PATJ PDK1 PHF21A PLEKHA1 PNPLA7 PPM1H PPP1R13B PRG4 PUS3 RAB3IP RAPGEF4 RASGRP1 RFLNB RNF167 RPL19 SCML4 SELE SESN1 SH3BP5 SIDT1 SLC12A7 SLC17A9 SLC39A2 SLC43A2 SLC49A4 SLC6A19 SMAD1 SMAD7 SNX29 SPACA1 SPRED2 SSBP2 ST6GAL1 SYNE1 SYT8 TANC1 TCF20 TCF7 TCP11L2 TDGF1 TDRKH TECPR1 TET1 TGFBR3 THUMPD2 TIMP2 TMEM106B TNFSF8 TNRC6C TOX TRAT1 TREML2 TRIM34 TRIP6 TSC22D3 TTC3 TULP4 USP24 USP28 WDR13 XKRX YPEL1 ZFP82 ZHX2 ZNF318 ZXDC GSE14769_20MIN_VS_360MIN_LPS_BMDM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14769_20MIN_VS_360MIN_LPS_BMDM_DN ACBD3 ADAM23 ADAMTS4 AFF1 AGTRAP AIM2 ANKRD34A AQP9 ARFGAP1 ARG2 ARMC7 ARMCX2 ASS1 ASTN1 B4GALT3 BAHD1 BCL9 BRWD3 C5orf15 CACNA1D CAPZA2 CASP7 CCDC162P CCDC25 CCDC80 CCIN CCNJ CCNT1 CDC42BPA CDC42EP5 CH25H CHAC2 CLIC6 CLK3 CRBN CREB3 CRISPLD1 CUL1 CWC27 CYLD CYP21A1P DCN DDT DEDD DGKA DLD DLG3 DOT1L DPEP3 DUS2 EHBP1L1 EYA3 FCER1G FCN1 FLRT2 FOXRED1 GABRE GCC1 GDAP2 GDPD1 GFPT1 GJC1 GMFG GNA13 GNL1 GPC1 GSC2 GTF2F1 GTPBP6 H2AB2 HCFC2 HECTD1 HLA-DQA1 HNRNPH2 HSPA5 IFITM2 IL2RA IL36A IL36RN IRF6 ITPR1 JAK3 JRK KARS1 KATNA1 KCNF1 KDM5C KDM5D KIAA1614 KIF3C KLHDC3 KMT2E KPNA4 LCK LENG1 LOX LOXL4 LPAR4 LPCAT2 MACIR MAFF MAGOHB MED10 METTL6 MOV10L1 MRPL3 MSL2 MT1E NBAS NIBAN1 NR1H3 NSUN7 OAF ORAI2 PAPPA2 PHF20L1 PIAS1 PITPNM1 PLAGL1 PLTP PMPCA POLR3C PPFIA3 PPFIBP1 PRKCG PROCR PSEN1 PSMD11 PTPN12 QPRT RAB10 RBL1 RHOG RLIM RNASE10 S1PR4 SBNO1 SCAP SCNN1B SEC23B SELENOT SELL SF3B1 SFSWAP SGCB SH3BP2 SIPA1L1 SLC24A4 SLC25A1 SLC31A1 SLC9A8 SOS1 SOX14 SP110 SPOP SRFBP1 SRP72 SRPRA ST6GAL2 STBD1 STIM2 STK19 SUDS3 SWAP70 SWT1 SYF2 SYVN1 TBR1 TCEA1 TIFA TIMP1 TMED5 TMEM184B TMEM219 TMEM68 TMIGD1 TNFSF4 TP63 TRAM2 TRIM36 TRMT1L TTC39C TUT1 TUT7 TXN TXNDC9 UBN2 UGT2B10 USP42 VOPP1 VPS37A WAC XYLT2 ZC3H12D ZDBF2 ZDHHC21 ZEB1 ZHX2 ZNF606 ZSWIM5 GSE14769_20MIN_VS_360MIN_LPS_BMDM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14769_20MIN_VS_360MIN_LPS_BMDM_UP ABCB7 ABCC3 ACAT1 AKR1B1 ALDOA ANAPC7 ANGPTL2 ANTXR2 AP2S1 AP5S1 APEX1 APOO ARHGDIB ASF1B ATP11C ATP5F1C ATP6V0D2 BAG4 BBS7 BET1 BTBD3 CAMK1 CASP2 CCDC47 CCNDBP1 CD9 CDC123 CDIN1 CDK19 CLCC1 CLN8 CMC2 CNOT8 CNOT9 COMMD10 COQ9 COX7A2 CRTAP CSRP2 CTNS CTSA CXorf38 CYP20A1 DDI2 DHODH DHRS1 DHX32 DOCK1 DPP8 DTYMK DYM DYRK1A E2F1 EBPL EEF1B2 EEF2K ENTPD4 ENTREP3 ETFDH EVI5 EYA1 FAM111A FAM118B FAM170B FAM78A FBLIM1 FBXL17 FDXR FKBP1A FRRS1 G3BP1 GEMIN2 GGH GINS3 GLA GLUD1 GNA12 GNAQ GOLIM4 GORASP1 GPR65 GRAMD2B HADH HAUS1 HMOX1 HSPA9 IARS1 IDH3B IFT80 IFTAP IGF1 IGHM IMPA1 ING2 INTS10 JPT2 KCNAB2 KCNK6 KCTD17 KIAA0930 LIPA LPCAT3 LYL1 MAF1 MBP MCCC2 MCEE MCM4 MDH1 MEAF6 MELK MFSD12 MKNK1 MLF1 MPC2 MRPS33 MXD4 NARS2 NAV2 NCAPD2 NCAPH NDUFA4 NDUFS1 NEIL3 NME4 NQO2 NSD2 NT5C NUP205 NXT2 ORC2 OSGEPL1 OTUD6B PDCL PDLIM4 PGM2 PHKA2 PIK3CG PLIN2 PLPBP POLD1 POLG2 POLR2F POLR3G POP5 PPP5C PRADC1 PRPSAP2 PSPH PSRC1 PTGR2 PTPN18 PUS1 PXMP4 RAB11FIP2 RAB3IL1 RAD51 RFC4 RNF141 RPL9 RPS2 RTF1 S100A6 SAMM50 SARS1 SDHA SELENBP1 SEPHS2 SLC35E2B SLC39A12 SLC41A2 SLF1 SMAD1 SNCAIP SNX9 SPDL1 STN1 SUOX TIMM21 TM6SF1 TMEM97 TRIM44 TSEN2 TSFM TSPAN5 TUBE1 TYROBP UBE2U USP28 VPS26C VTI1B WDR5 WDR7 WDR75 WFIKKN1 WIPI2 ZBTB1 ZBTB14 ZDHHC3 ZZZ3 GSE14769_40MIN_VS_360MIN_LPS_BMDM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14769_40MIN_VS_360MIN_LPS_BMDM_DN ACBD3 ACP5 ADAMTS4 ADM AEN AGTRAP AIM2 AKAP13 ALPK1 ANKLE2 ANXA6 APPBP2 ARF3 ARFGAP1 ARID1A ARMCX6 ATP11A ATXN7 BAIAP2L1 BCL2L2 C20orf96 CA2 CABIN1 CACNA1D CAPZA2 CCL2 CCNT1 CDS1 CHAC2 CHIA CHORDC1 CIAPIN1 CISH CORO1B COX11 CPSF7 CRBN CREB3 CRISPLD1 CSF2RB DCN DEDD DEFB119 DENND1B DHX38 DLGAP4 DNAJC1 DOCK10 DOT1L DPEP3 DSE DSEL DUSP28 EGFL8 EGLN2 EHBP1L1 EPS15L1 EXOC6B EZR FAM114A1 FCER1G FICD FLRT2 FOXJ2 FOXRED1 FRRS1L GCKR GNA13 GPR132 GPR27 GSC2 GSKIP GTF2A1 H2AB2 HABP2 HERC1 HTR1B IFITM2 IFNGR2 IL2RA ITPR1 ITPRIP JMJD6 KATNA1 KCNA2 KDM5D KIF12 KIN KMT2C KMT2E KPNA4 LAD1 LAMA4 LCK LEMD2 LPAR4 LRIG2 MAPKAPK5 MED10 MED11 MED21 MIF4GD MORF4L2 MT1E MTMR11 MYB MYO10 NBAS NCKAP1L NETO1 NFE2L1 NHLRC2 NRBP1 NXPE3 OAF OLR1 PIAS1 PIKFYVE PLAC8 PLSCR1 PLTP PNPLA2 POLM PPFIA3 PPP4R1 PPRC1 PRDM2 PSEN1 PSMA3 PSMD11 RAB11B RAB21 RAP1B RBM6 RC3H2 RFX5 RILPL1 RNASE10 RNF24 RNPEPL1 SEC23B SENP7 SH3BP2 SLC25A1 SLC30A6 SLC30A9 SLC31A1 SLC39A2 SLC49A4 SNRNP27 SNX18 SPATA5 SPECC1L SPEN SPHK2 SPINK4 SRP54 STK19 SWT1 SYVN1 TBC1D1 TCF20 THRAP3 TJAP1 TMEM179B TMEM219 TMEM248 TMEM67 TMEM68 TMIGD1 TNS4 TRAM2 TRIB1 TRIM36 TRIM39 TRPC4AP TSKS TSPAN3 TTC39C TTI2 TXN TXNDC9 UBXN4 UGT2B10 USP53 USPL1 VIP VOPP1 WAC XYLT2 ZC3H4 ZDBF2 ZEB1 ZEB2 ZHX2 ZNF236 ZNF436 ZNF628 ZSWIM8 GSE14769_40MIN_VS_360MIN_LPS_BMDM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14769_40MIN_VS_360MIN_LPS_BMDM_UP ABCB10 ABCB4 ABCB7 ABCG1 ABHD17A AHCY ALAD AMDHD2 ANAPC7 ANKMY2 ANP32E ARFGEF2 ARHGAP15 ARHGDIB ARMT1 ATAD5 ATE1 ATG101 ATG12 ATP5F1C ATP5MC1 ATP6AP1 ATP6V0D2 ATP7A ATRX B3GLCT BACH1 BAG4 BCL2 BLTP3B BOLA1 BTBD3 C1GALT1 C7orf50 CARD19 CARS2 CENPB CEP164 CETN3 CGRRF1 CHMP6 CMC2 CMTM3 CNOT9 COQ9 COX8A CPEB2 CPSF4 CRTAP CRYGD CTNS CTSA CTSV DENND2D DHCR7 DHRS1 DHTKD1 DPY30 DTYMK DUT E2F1 EBPL EFCAB11 EIF4A2 ELP1 ENTPD4 ERH FAM162A FARP2 FHIP2A FRRS1 G3BP1 GAMT GGACT GK5 GLUD1 GMPR2 GNPTG GOLIM4 GSK3B GSTO1 GTF2IRD1 HABP4 HAUS1 HMOX1 HSPA14 ID1 IDH3B IL16 ING2 ITGAM ITGB5 KANSL2 KCNAB2 KCTD13 LAGE3 LAPTM5 LBR LRATD2 LRRC8D LRSAM1 MAF1 MBP MCFD2 MCM4 MCM8 MCTS1 MESD MFSD12 MKNK1 MLF1 MRPL49 MRPS12 MRPS17 MRPS33 MRPS35 MTX2 MXD4 MYC NAA50 NBN NDUFV3 NEIL3 NEK9 NME1 NQO2 NTPCR NUDC NUDT21 NUDT6 NUP50 OTUD6B PALD1 PDCL PDE8A PDE8B PDPR PIK3CG PLEKHB2 PLPBP POLA2 POLD1 PPARG PRKAR1A PRKCI PRPSAP2 PSPH PTGR2 RAB11FIP2 RAB11FIP5 RAD51 RCAN3 RFC4 RHOV RIPK3 RNF141 RNF157 RPL17 RPP21 RPS19 RPS27L S100A6 SAC3D1 SACM1L SARS1 SEC11A SEPHS2 SERTM1 SIKE1 SKI SLC39A12 SLC39A6 SLC50A1 SLC66A1 SPICE1 SRPK2 STMN1 TAF5 TBC1D14 TBC1D2 TBC1D7 TEC TEP1 THAP4 THUMPD2 THYN1 TMEM208 TMEM263 TSEN2 TXNDC15 UQCC6 USE1 VDAC2 VPS45 WDR11 WDR6 XRCC1 ZBTB14 ZNF622 ZNF708 GSE14769_UNSTIM_VS_120MIN_LPS_BMDM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14769_UNSTIM_VS_120MIN_LPS_BMDM_DN ABRACL ADAM17 AHNAK AKNA ANKRD33B AOC3 APAF1 AREG ARF4 ARG2 ARID5A ATF3 B3GNT2 B4GALT5 BCL2A1 BCL6 BHLHE40 BMP2 BORCS6 BTG2 C11orf96 C15orf48 C3 C9orf72 CCDC71L CCL13 CCL17 CCNG2 CCNL1 CD274 CD69 CD74 CDK12 CITED2 CLEC4D CLIC4 CLN3 CLN5 COQ10B CSF1 CSF2 CSRNP1 CTU1 CXCL2 DCBLD2 DCUN1D3 DENND4A DNAJA2 DUSP1 DUSP14 DUSP2 DYRK2 EBI3 EDN1 EGR1 EGR2 EGR3 ELL2 FABP3 FABP4 FAM20C FBXW11 FEM1C FILIP1L FKBPL FNBP1L FRMD6 FRS2 FZD5 G3BP1 GBP4 GJA1 GMEB2 GNA13 GPR132 GPR174 GRIA2 GSDMA GTF2B HBEGF HERPUD1 HIF1A HILPDA HIPK1 HIVEP1 HLA-B ID2 ID3 IER2 IFIH1 IFIT1B IGSF6 IKBKE IL10 IL1RN IRAK2 IRF1 IRF4 IRF5 ISG15 KATNA1 KCTD12 KDM6B KLF7 LPIN2 LRRN1 MAP2K3 MAP4K3 MAPK6 MAPKAPK3 MARK2 MCL1 MCOLN2 MED21 MKI67 MT2A MTMR12 NAMPT NCK1 NDEL1 NFIL3 NLRP3 NRIP1 NUPR1 OAF OPTN OTUD1 OTULIN PARP14 PCDH7 PDE1B PDGFB PIP5K1A PLAGL2 PLAUR PPP1R10 PPP2R2A PTH1R RAB12 RASA2 RBM7 RFFL RGS3 RHBDF2 RNF103 RPS6KA2 RRS1 RSAD2 SAP30 SDC4 SDE2 SELE SENP6 SERP1 SERPINE1 SGMS1 SIAH2 SLAMF7 SLC15A3 SLC16A10 SLC25A37 SLC30A4 SLC31A2 SLC3A2 SLC44A1 SLC7A11 SLC7A2 SNX10 SOCS5 SOCS7 SP110 SPRED1 SPRYD7 SRGN ST3GAL1 STAT5A STX3 TANK TBC1D1 TFEC TGM2 TIPARP TLK2 TMEM171 TMEM39A TNFRSF12A TNIP1 TTC39C USP16 VASH1 VASP VCAM1 ZBTB7A ZFP36 ZNF131 ZNF263 ZNF281 ZNF800 ZNF81 ZNFX1 GSE14769_UNSTIM_VS_120MIN_LPS_BMDM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14769_UNSTIM_VS_120MIN_LPS_BMDM_UP ADAL AKIRIN1 AP3M2 AP5S1 APOBEC1 APPL2 ARHGAP25 ARL4C ARRB1 ATG12 ATG16L1 ATP5ME ATP6V1B2 BID BLVRB BRK1 C16orf54 C17orf75 C19orf53 C1orf43 C1orf74 C2orf69 C8orf58 CAMK2G CBR3 CCDC115 CDK20 CEP19 CERK CHST14 CLK2 CNN2 CNR2 COA7 COTL1 COX19 CPT1A CREG1 CRKL CYBC1 DCTN5 DENND10 DHX8 DIS3L2 DOK1 DUSP6 DYNC1LI2 EHMT1 EMC3 EPM2AIP1 ERI2 EXO5 EXOC8 FAM89B FANCF FCRL1 FLVCR2 GAN GCFC2 GDI1 GID4 GINS3 GPR137B GRN GSN GZF1 HASPIN HIF1AN HMBS HYCC2 INIP INPP5B IP6K1 KAT14 KIAA0232 KLC4 KMT2E LGMN LIFR LIPT1 LMO2 LRRC45 LRRC75A LTO1 MAD2L1BP MAFB MBD4 MBLAC2 MBP MED19 MFAP3 MFSD12 MMS19 MOAP1 MRFAP1L1 MRPL27 MRPL57 MRPS2 MTMR10 MTMR3 NATD1 NBR1 NCAPH2 NDUFS8 NEK9 NFRKB NHLRC3 NKIRAS2 NMNAT3 NSD1 OGFRL1 ORC2 ORMDL1 ORMDL3 PAQR7 PDIK1L PEBP1 PGLS PHF23 PHLDA3 PHOSPHO2 PIP4P1 PITHD1 PLEKHB2 POLR3G PPCS PPIB PRIMPOL PRKAB1 RAB11FIP5 RAB14 RAD54B RASSF2 RCOR3 RHEBL1 RHOH RIOX1 RNF130 RNF167 RP9 RPP25L RSPH3 S1PR2 SBSN SDF4 SDHB SERAC1 SESN1 SKA2 SKP2 SLC66A1 SMIM20 SMUG1 SPRING1 SS18L2 STAT2 STING1 STOML1 STX16 TCTA THBD THEMIS2 TIMP2 TMEM140 TMEM18 TMEM87B TMX2 TNFAIP8L2 TOR4A TRAPPC11 TRIM59 TRIM65 TUBGCP4 TUFT1 TWNK UBOX5 UBTD1 UFL1 USF1 USP30 VDAC1 WDR5B WEE1 ZBED3 ZBTB1 ZBTB12 ZBTB42 ZBTB45 ZC3H8 ZFP90 ZNF124 ZNF322 ZNF623 ZNF692 ZNF740 ZNF770 ZNF771 ZRANB2 ZSCAN25 GSE14769_UNSTIM_VS_20MIN_LPS_BMDM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14769_UNSTIM_VS_20MIN_LPS_BMDM_DN ABCA13 ABCA4 ABCB10 ACSL3 AGT ANKRD40 ANKRD7 ANLN AOC3 ARHGEF39 ARL14EP ATL1 ATL2 BAG4 BAP1 BCKDK BCL9 BEND3 BICRA BRCA1 BRD2 BTG2 CCL4 CCL7 CCNL1 CCRL2 CD14 CD44 CEBPB CERCAM CHRNA5 CIZ1 COLGALT2 CPE CPEB1 CXCL10 CXCL3 CYFIP1 CYLD DCP1A DHX16 DNMT1 DOP1A DUSP1 DUSP16 DUSP2 EARS2 EEIG1 EGR1 ELAVL4 ELP4 ENO4 EXT1 FAM118A FBLN5 FGFR1 FOS FSHB FST FYB1 GABRG1 GADD45G GDF15 GFPT1 GGCX GMCL1 GOLIM4 GORASP1 GPD1L GPR15 GPR174 GPRIN2 HBZ HHEX HLA-G HS2ST1 ID2 IER2 IER3 IER5 IFI44L IFNAR1 IGSF8 ING2 INPPL1 INTS13 IPO7 ITGB4 JUNB KAZN KDM4C KDM6B KDM8 KRI1 LMTK2 LPAR2 LPL LRRC14 LRRTM4 LRTM2 LUZP2 LYAR LYPD1 M6PR MAP3K8 MAP4K3 MBD1 MFSD4B MFSD9 MPHOSPH8 MRFAP1L1 MSL2 NAA15 NECAP1 NEDD1 NEU1 NFKBIA NFKBIZ NLGN1 NR5A1 NRIP1 NUP153 NUP37 OR6A2 ORC1 OSM PARP9 PCNX1 PDE4B PEAK1 PHLDA1 PHLPP2 PIM1 PKD1 PPP1R15A PPP1R3D PRKD2 PRM3 PRRT3 PRSS45P PSD PTDSS1 RALGAPA1 RBM22 RGS1 RIOX1 RNASE10 RNF139 RNF215 RP1 RUSC2 RYBP SCN3A SELENOT SFXN4 SGK1 SIM1 SLA SLAIN2 SLAMF7 SLC26A1 SMARCD3 SNCAIP SOCS3 SOS1 SOWAHC SPRED2 ST6GAL2 STAG1 STIL STRN SUCLA2 SYT16 TAF11 THAP2 THEMIS TMED9 TMEM102 TMEM177 TMEM229B TMEM68 TNF TNFSF9 TRAF1 TRAF5 TRIM47 UBC UBXN4 USP18 VMP1 VWA2 XYLB ZC2HC1A ZFP36 ZFP36L1 ZNF280B ZNF654 ZNF777 ZNF81 ZNF830 GSE14769_UNSTIM_VS_20MIN_LPS_BMDM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14769_UNSTIM_VS_20MIN_LPS_BMDM_UP ACOT13 ACTL10 ADCK1 ADCY5 ADGRB3 AHSG AJM1 AK5 ALPK3 ARMCX2 ATOH8 ATP4B B3GAT2 BBS2 BNC1 BNIP5 BVES C16orf89 C2orf50 C8G CACNG6 CARTPT CASQ1 CATSPER1 CBY1 CCDC167 CCL24 CCR6 CEP126 CEP95 CHDH CHRM4 CHST10 CIITA CLEC1B CLEC4F CLMN CLTRN CNKSR1 CNTN3 CORT CPXM2 CR1L CSN2 CST7 DAAM2 DANCR DCC DKK1 EFNB1 EHF EML6 EPDR1 EPHA7 EPN2 ERCC1 ESRRB EVC2 FAM3A FAP FDXR FGB FGF9 FITM2 FKBP6 FMNL3 GABRE GALR2 GNMT GRB7 GREB1L GRK4 GTF2H3 HAGH HES5 HOATZ HOXB1 IGLON5 IL13RA2 IL18BP IL36RN IQCF1 ISLR2 ITGA1 KCNC3 KCNG4 KCNQ3 KIF12 KIF7 KIF9 KLC3 KLHL14 KLHL41 KLK11 KLK5 KRT1 KRT222 KRT32 KRT79 LCE1D LCN9 LEFTY2 LINC01160 LIPH LRRC38 LRRN4 MAB21L4 MAMSTR MAP7D2 MEGF11 MIXL1 MLANA MMP14 MPP3 MYH1 MYL11 MYOZ1 NAPRT NHSL1 NPY1R NRG4 NTN5 NXNL2 OGFOD2 OPHN1 OPN4 OPTC OR2S2 OR51B4 ORM1 OTULINL OVOL1 PADI4 PARVA PCDH9 PCDHAC1 PCED1B PDE10A PDE9A PIGR PITPNM2 PKN3 PLCB2 POU4F1 RALYL RAMP2 RASIP1 RFTN2 RNASE3 RPUSD4 RWDD3 S1PR4 SBSN SCARNA13 SCEL SCNN1B SCRG1 SERINC2 SGCE SHBG SIX6 SLC16A2 SLC1A6 SLC22A13 SLC24A4 SLC25A2 SLC25A53 SLC4A5 SMCO3 SMOC2 SMTNL1 SNHG10 SNHG11 SNUPN SPATA13 SPATA21 SPC24 SPNS2 SYP SYT11 TMEM223 TMEM260 TMEM74B TNFRSF9 TREH TRIM72 TSPAN7 TSSK1B TUT1 UBE2U ULK4 USP30 VSIG1 VSTM4 VWC2 WDR31 ZDBF2 ZDHHC23 ZIC5 GSE14769_UNSTIM_VS_240MIN_LPS_BMDM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14769_UNSTIM_VS_240MIN_LPS_BMDM_DN ABCG8 ABHD17B ABR ACOT9 ACSL1 ADAP2 ADAR ADGRG6 AGFG1 AKT3 ALDH1B1 APAF1 ARHGAP26 ARHGAP31 ARHGAP35 ARID4A ASAH2 ATAD2B ATF3 ATP6V0A2 BCL2A1 BIRC2 BLCAP BMERB1 BRWD3 C8orf33 CACNB3 CAMLG CCNL1 CD274 CD83 CDKN1A CGGBP1 CHAC2 CHD9 CHST7 CLIC4 CLP1 CNTD1 CPEB4 CPSF2 CPSF7 CSF2RB CXCL3 DAAM1 DCP2 DDT DEDD DOCK10 DTWD1 DYNC1I2 DYRK2 ESRRA EVA1B EXOC6 FAM53C FBXO7 FCF1 FEZ2 FILIP1L FLNB FLRT3 FLT1 FNDC3B FZD1 FZD7 GALR1 GBP7 GMEB2 GNL1 GPR85 GTF2B GTPBP6 HIVEP1 HIVEP2 HTT IL10 IL10RA IL1RN IRF9 IZUMO2 JUNB KAT6A KCTD12 KRIT1 KYAT3 LRCH1 LRP11 LRRC41 LY96 LZTFL1 MACIR MAP3K8 MAPKBP1 MED12 MGAT4A MIER1 MIER3 MITF MMP13 MOV10 MTDH MTMR11 MVP NAT1 NCK1 NCOA7 NFIX NIBAN1 NKX2-8 NOCT NUB1 OAS3 OTUD5 P2RY14 PGS1 PHF21A PHOSPHO2 PIAS1 PLAGL2 PLCL2 PLEKHA2 PLOD3 PODN PPARGC1B PPP1R10 PSME1 PTK7 RAB22A RAB29 RAB3IP RANBP2 RASA4 RBBP8 RELA RGL1 RMDN3 RNF114 RNF135 RNF34 RRAS2 RSBN1 SEH1L SEMA4D SESTD1 SKIL SLAIN1 SLC25A12 SLC25A22 SLC25A28 SLC30A7 SLC49A4 SLFN5 SLU7 SMG8 SPRED1 SPRYD7 SRC SRGN STAT3 STX6 TANK TAPBPL TASOR2 TCF4 TENT5A TEX12 TFEC TGM2 TIAM1 TLE3 TMBIM6 TMEM50B TMOD3 TNFAIP2 TNFSF9 TOR3A TOX4 TRAF2 TRAF5 TRIM26 TRIOBP TXLNG TXNDC9 UBE2E2 UBE2Z USP42 USP49 VCPIP1 VOPP1 WARS1 WHAMM XKR8 YJU2 ZC3H10 ZDHHC18 ZNF407 ZNF800 ZNG1B ZNRF1 GSE14769_UNSTIM_VS_240MIN_LPS_BMDM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14769_UNSTIM_VS_240MIN_LPS_BMDM_UP ABCD4 ABHD5 ACP6 ADIPOR1 ADPRS AGO4 AGPAT5 AGPS AIMP2 AKAP8 ALG2 ANKRD46 ARHGEF10L ARPC3 ARPC5L ATG4C ATMIN ATOSA BCL2L12 BPGM BTF3L4 C11orf58 C2orf69 C6orf118 C6orf62 C8orf58 CARNMT1 CCDC47 CD163 CD1D CDC14B CDC6 CEP43 CHCHD4 CIAO1 CKLF CLXN CPSF4 CTDP1 CXCR4 DARS2 DCTPP1 DEK DELE1 DHODH DMAC2L DNAAF2 DSCC1 DYNC2I2 E2F2 ECSIT EFNB1 EIF1AD ENY2 ERCC5 ERH ERI2 EXO1 EXOSC8 FAHD1 FAM219B FANCF FBXO31 FCSK FEM1B GAB3 GCLM GEMIN2 GEMIN4 GEMIN6 GK5 GMPR2 GPCPD1 GPR160 HASPIN HAUS5 HAUS6 HELLS HNRNPR HPGD HSPD1 IDH3A INTS7 JAGN1 KCNN2 KIAA0513 LAMA3 LAMTOR1 LRRC20 LRRC40 MAP3K9 MDK METTL8 MID1IP1 MLH3 MMS22L MNT MRPL11 MRPL18 MTRR NADK2 NAPG NCAPD3 NEDD8 NEK9 NFAM1 NGRN NLRC3 NUDCD2 NUDT16L1 OLA1 ORC6 OSBPL11 PAG1 PGLS PGRMC1 PIF1 PIK3CG PITHD1 PITPNB PLEKHG3 PLEKHH3 POLD2 PPCDC PPM1D PPP1CC PRMT7 PRUNE2 PSMA1 PSRC1 PYCR2 RAB3A RAC1 RALGPS2 RARS2 RCAN3 RECQL RGS19 RHEBL1 RHOV RMDN1 RMND1 RNF166 RNF7 RPF1 RPP30 RREB1 RSL1D1 SAMD8 SEC11A SETDB1 SGSH SH3PXD2A SLC19A2 SLC20A1 SLC29A1 SLC36A4 SMYD4 SPAG5 SS18 SSNA1 STAMBPL1 SUV39H1 TACC2 TAF13 TARS2 TATDN1 TBC1D10A TBCC TCEAL8 TEDC2 TFDP1 THSD1 THYN1 TIMM22 TM9SF3 TMEM154 TMEM60 TMEM86A TRADD TRAIP TREML4 TRUB2 TSSC4 TUBA4A TUFM TUSC1 TXNL4A UNG UQCR10 UTP15 WDR75 XPA XPO1 ZCCHC24 ZFP3 ZNF511 ZNF518B ZNF622 ZNF808 GSE14769_UNSTIM_VS_360MIN_LPS_BMDM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14769_UNSTIM_VS_360MIN_LPS_BMDM_DN ACAA1 ACBD3 ACSL5 ADAMTS4 ADGRE1 AFF1 AGTRAP AKAP13 ALPK1 AMBRA1 ANGPT1 ANKRD33 AOC3 APAF1 APCDD1 APPBP2 AQP9 ARFGAP1 ARFGEF1 ARG2 ARMC7 ARMH4 ASS1 ATF2 ATP11A ATXN2 BCHE BCL9 C1QTNF1 CA2 CABLES2 CAMLG CAPNS2 CAPS2 CASP7 CBX4 CCDC25 CCDC30 CCIN CCL24 CCNB1IP1 CDK12 CDKN2B CEPT1 CH25H COL24A1 CREB3 CTH CTSC CTU1 CTXN1 CUL1 CYLD CYP26A1 DAZ2 DDHD1 DEDD DMTN DNAJC1 DOCK10 DPEP3 DUBR DUS2 EHBP1L1 EPS15L1 ETF1 ETV2 EZR FAM114A1 FAM43A FCN1 FGR FIGN FLRT2 GDPD1 GFPT1 GNA13 GNG12 GNL1 GPR27 GTF2F1 HDAC9 HIVEP2 HIVEP3 IFITM2 IL10RA IL1RAP IL2RA IL36A ITPR1 ITPRIP KIF12 KMO KMT2C KMT2D KRT73 LAP3 LCAT LCK LPCAT2 LRRC3 LRRC41 M6PR MAP4K3 MDM2 MED29 MFAP5 MOB1A MPZ MSL2 MT1E MTMR11 MYO10 NFIX NHLRC2 NPY5R OAF OLR1 ORAI2 ORC4 OTUD5 PAK2 PDSS1 PIAS1 PIKFYVE PJA2 PLCL2 PLTP POLDIP3 POLR3C PRPF4 PSEN1 PTGDR RAB20 RARRES1 RASGRP1 RBL1 RGS3 RHOG RNASE10 RNF139 RRAD SCN5A SDAD1 SEC23B SENP7 SETD1B SF3B1 SH3BP2 SH3BP4 SIPA1L1 SIRT6 SLC16A10 SLC25A1 SLC25A38 SLC30A6 SLC4A3 SLPI SP110 SPEN SPSB1 SSH3 SSR3 ST6GAL2 STIM2 SUDS3 SWAP70 SYN2 TAOK1 TAPBP TBC1D10B TMEM219 TMEM248 TMEM38B TMEM67 TMIGD1 TNFSF4 TPR TRAM2 TRIM36 TRMT1L TSPAN3 TTC39B TTLL10 UBXN4 USO1 USP53 VASH1 VOPP1 VPS37A WAC WBP4 WHAMM ZBTB5 ZDBF2 ZHX2 ZNF217 ZNF467 ZNF654 ZSCAN25 GSE14769_UNSTIM_VS_360MIN_LPS_BMDM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14769_UNSTIM_VS_360MIN_LPS_BMDM_UP ABCD4 ABHD4 ACADM ACOT11 ACP6 ADSS2 AIMP2 AKAP11 ALAD ALDOA ALG8 ANGPTL2 APEX1 ASF1B ATMIN ATP5F1C B3GLCT BIVM C1QTNF12 C6orf118 CAMK1 CCDC47 CD9 CENPB CEP78 CLN8 CNOT10 COA6 COX7A2 CPEB2 CTPS1 DCAF7 DERA DHRS1 DHRS13 DHX32 DOCK7 DPY30 DUT EBPL ECH1 EFNB1 EIF5A2 ELAVL1 EMC3 ERH EVI5 EZH2 FAF1 FAM162A FAM32A FAM78A FDPS FOXN3 FRRS1 GAR1 GPR180 GSK3B GTF2E2 HASPIN HEATR3 HIKESHI HSPA14 IFT80 IGF1 IL11RA IMPDH2 INAFM1 ING4 ITGAM ITGB1BP1 KCNAB2 KIAA0930 KLF4 KNL1 LEPROTL1 LETMD1 LIPA LSM3 MAF1 MBTPS1 MCM4 MCM6 MDH2 ME2 MEAF6 MERTK MFSD12 MLF1 MMD MRE11 MRPL11 MRPL18 MRPL41 MRPS12 MRPS6 MTR MXD4 NARS2 NAV2 NCBP1 NCF2 NDUFAF7 NDUFS5 NDUFV3 NIFK NPM1 NQO2 NSD2 NUDC NUDT21 NUMA1 NUP205 OBI1 ORC2 OTUD6B OXCT1 PA2G4 PAFAH1B3 PAQR4 PBDC1 PCCB PCED1B PCNX1 PDCL PDE8B PDLIM4 PGD PGLS PHB2 PHTF1 PLEKHG3 PNPLA6 POLA2 POLD1 POLR1G POP5 PRADC1 PRDX3 PRMT7 PRPS1 PSMA1 PSTK PTGR1 PTPN18 RAD51 RDH10 RFC4 RHOA RNF141 RNF157 ROCK2 RPL4 RPS27L RUSF1 S100A6 SAMD1 SAP18 SARS1 SDCCAG8 SDHAF2 SELENOK SLC11A1 SLC35B2 SLC41A2 SLF1 SNRPD2 SPC24 SPDL1 SPTLC1 STIL STMN1 STX19 TBC1D2 TBC1D5 TCEAL8 THYN1 TMEM208 TMEM81 TOP2A TRIB3 TUBG1 TUSC1 TXNDC15 UBE2E3 UBE2S UQCC6 USE1 USP14 USP8 VPS13B VPS26C WDR75 XRCC1 YBX1 ZDHHC3 ZNF219 ZNF227 ZRANB2 ZRANB3 GSE14769_UNSTIM_VS_40MIN_LPS_BMDM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14769_UNSTIM_VS_40MIN_LPS_BMDM_DN ACSL3 ADCK1 ADTRP ALMS1 ANLN AOC3 ARFGAP3 ARID5A ARL5B ATF2 ATF3 ATL2 ATPAF1 BAG4 BCL6 BCL9 BIRC3 BLZF1 BTG2 C3orf38 CCDC71L CCL13 CCL2 CCL4 CCL7 CCNL1 CCRL2 CD14 CD69 CDC42EP2 CDH11 CDH9 CDK17 CDKN2B CEBPB CENPJ CFLAR CHKA CITED2 CKS2 CLEC4E COQ9 CSNK1E CSRNP1 CTTNBP2NL CXCL10 CXCL2 CXCL3 DNAJA2 DNAJB4 DRD1 DUSP1 DUSP2 DUSP4 DUSP5 EGR1 EGR2 EHD1 ERRFI1 ETV3 EXOC3L4 EXT1 FAM72A FAM83D FANCL FEM1C FILIP1L FKBPL FOS GADD45B GAS8 GDF15 GK5 GPD1L GPR84 HAUS7 HERPUD1 HILPDA HLA-G HMGB2 HSPA1A HSPA1B ID2 ID3 IER2 IER3 IER5 IFRD1 IL10 IL10RA IL11RA IRF1 JUN JUNB KDM6B KLF6 KLKB1 L3MBTL3 LHCGR LRIG2 MAFF MALT1 MAP3K8 MAPK8 MARCKSL1 MCL1 MED21 MEX3C MMP13 MYC NABP1 NFKBIA NFKBIB NFKBID NFKBIE NFKBIZ NRROS NSMCE1-DT ODC1 OSGIN2 OSM PDE4B PELI1 PHLDA1 PHLPP2 PIBF1 PIM1 PLK2 PLSCR1 PNRC1 POC5 POLB PPP1R15A PROCR PTGER4 PTGS2 PTPN5 RAB20 RASGEF1B RCAN1 REL RELB RGS1 RMC1 RND3 RNF103 RNF19B RPS6KA2 RPS8 RRAGA RYBP S100PBP SDC4 SETDB2 SGK1 SIAH2 SKIL SLAMF7 SLC25A25 SLC2A6 SLC38A2 SLC4A1AP SLFN12L SMAD2 SOCS3 SOWAHC SPATS2 SQSTM1 ST3GAL1 STK35 SYCE3 TAF7 TASL TEX30 TGIF1 TIPARP TLE4 TLK2 TLR2 TMEM177 TNF TNFAIP3 TNFSF9 TOB1 TRAF1 TRIM13 UBC USP18 VEGFA VPS4A YRDC ZC3H12A ZC3H12C ZFAND5 ZFP36 ZFP36L1 ZFP62 ZNF280B ZNF516 ZNF81 GSE14769_UNSTIM_VS_40MIN_LPS_BMDM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14769_UNSTIM_VS_40MIN_LPS_BMDM_UP AAGAB ACTL7A ACVR2B ADIPOQ AKR1C2 APOA1 ARL16 ATP4B ATP6AP1 BBS10 BBS2 BCLAF1 BMF BRS3 BVES C1orf52 C8G CACNA1A CALCR CASP2 CBX7 CCDC115 CCDC40 CD300LB CDC25B CDC37L1 CDK20 CERK CLXN CPT1A CPXM2 CRYAB CTLA4 CYGB CYLC2 CYP27B1 DANCR DAPL1 DBI DDIT3 DDX17 DLX3 DNAI1 DNAJC5B DOCK7 DYNC1LI2 EFEMP2 EFNB1 EGFR EHD4 EIF3I EIF4B ELK4 ELMOD3 ELOVL1 ENPP2 EPB41L2 EPM2AIP1 EXOC5 FAF2 FAM241B FGF9 FOXF2 GALR2 GCNT2 GDI1 GNA14 GPATCH4 GRIA2 GRIP1 GRM5 GTPBP8 HAGH HES1 HOXC5 HROB HSDL1 HTR1B IFI44 IRAK1BP1 ISL1 KCNC3 KCNK16 KCNS1 KIAA0513 KLF14 KPTN LEFTY2 LHFPL3 LMCD1 LNPEP LONRF2 LRRC45 LRRK2 LTO1 MAP6D1 MB MBLAC2 MDGA2 MDH1 MED17 MEGF11 MEP1A MESD METTL17 MFAP3 MFSD4A MFSD5 MIXL1 MRPL4 MTG2 MUC13 MUS81 MYOF NAV1 NAV3 NEK9 NF1 NHLRC3 NKX6-1 NPHS2 NR2F1 NSRP1 ODAM OGFOD2 OGT OPALIN P3H4 PEX10 PFN3 PHF21B PHKA2 PIDD1 PLCB2 PLEKHH1 PRKAB1 PTPRN2 RCN3 RIIAD1 RPS11 RPUSD4 RSRP1 RTBDN SAMD7 SCARNA13 SFI1 SGPL1 SH3BP2 SLC16A2 SLC1A6 SLC20A2 SLC25A1 SLC2A13 SLC8B1 SMKR1 SNHG10 SNHG17 SPACA7 SPINK4 SPRING1 SPTLC2 ST8SIA5 STAB1 STRIP1 STX2 STYK1 SYS1 TAGLN3 TEAD3 TEX261 TLE2 TMED4 TMED6 TMEM117 TMEM216 TMEM30A-DT TMEM41A TMEM80 TMEM88B TPO TRIL TRIM11 TRPC4 TRPM3 TSKS TSLP TTC14 TWIST2 TXNIP VARS2 WWC2 XIRP1 YBX1 YWHAH ZDBF2 ZFR2 ZNF276 ZNF334 ZRANB2 GSE14769_UNSTIM_VS_60MIN_LPS_BMDM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14769_UNSTIM_VS_60MIN_LPS_BMDM_DN ABHD17C ACOD1 ACSL3 ANKRD33B ARHGEF2 ARID5A ATF3 ATL2 B4GALT5 BCL10 BCL2A1 BCL2L11 BICRA BIRC3 BMP2 BTG2 C9orf72 CCDC40 CCDC71L CCL13 CCL4 CCL5 CCL7 CCNL1 CCRL2 CD14 CD69 CD83 CDC42EP2 CDK17 CDK5R1 CDKN2B CEBPB CEP350 CFLAR CITED2 CLDND1 CLEC4E CSRNP1 CXCL1 DDX5 DHX15 DNAJA2 DNAJB4 DUSP1 DUSP16 DUSP2 DUSP4 DUSP5 EGR2 EHD1 ERRFI1 ETF1 ETV3 F3 FABP4 FAM133B FAM72A FEM1C FOS FOSL2 FOXO1 FRMD4A FRMD6 FURIN FZD5 GADD45B GDF15 GEM GJA1 GPR84 GTF2B HERPUD1 HIF1A HILPDA HLA-B HLA-G HMGB2 HNRNPLL HSPA1A HSPA1B ICAM1 ID2 ID3 IER2 IER3 IER5 IFRD1 IL10 IL10RA IL1B INTS13 IRF1 IRGQ ITPKC JUN KCTD12 KDM6B KLF6 KLF7 LIMA1 MALT1 MAN1C1 MAP3K8 MAPK8 MAPKAPK2 MARCKSL1 MCL1 MEX3C MMP13 MTMR12 MTMR14 MXD1 MYC NCDN NDEL1 NFKBIB NFKBID NFKBIE NOCT NRIP1 NRROS NUAK2 NUPR1 ODC1 OSM OTUD1 P2RY2 PHLDA1 PICALM PIM1 PLAUR PLEK PLK2 PLSCR1 PLSCR4 PNRC1 PTCH1 PTGS2 RAB20 RABGEF1 RAPGEF1 RASGEF1B RBM39 REL RELB RIPK2 RNASE10 RNF103 RNF19B RYBP SDE2 SELE SGK1 SGMS1 SIAH2 SKIL SLAMF7 SLC25A25 SLC38A2 SLFN12L SOCS7 SOD2 SOWAHC SPRY2 SPRYD7 SQSTM1 SRGN STIL STK35 STX11 TAF7 TASL TGIF1 TIPARP TLE4 TLR2 TMCC1 TMEM248 TMEM39A TNFAIP2 TNFSF9 TNS3 TOB1 TRIM13 UAP1 USP16 VIM VPS37C WDR47 WSB1 ZC3H12A ZC3H12C ZC3H13 ZFAND5 ZFP36L1 ZMYM2 ZNF654 ZNF800 ZNF81 GSE14769_UNSTIM_VS_60MIN_LPS_BMDM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14769_UNSTIM_VS_60MIN_LPS_BMDM_UP ACOT13 AGPAT2 AHSG AIFM2 AKTIP ALKBH7 ANKRD16 AP3M2 APLF APOBEC1 ARL14EP ARL6IP4 ARL8B ARMC7 ARRDC2 ARRDC3 ATP5MC2 ATP5ME ATP6AP1 BABAM1 BCLAF1 BET1L BID BLOC1S2 BLVRA BMF BNIP2 BOD1 BORA BTBD1 C16orf54 C17orf75 C19orf53 CACYBP CASP2 CBR3 CCDC115 CCDC88C CD300LB CDC16 CDC37L1 CDK20 CHCHD4 CLEC1B CLIP1 CNIH1 CNR2 COPS5 COX19 COX8A CRKL CYB5R2 CYTH4 DAAM2 DANCR DCAF7 DDX17 DENND2D DERL2 DNAJC8 DNLZ DUSP11 DYNC1LI2 ECI1 EIF1B ELOVL1 EMC3 ENSG00000267882 EPM2AIP1 FAM219B FAM32A FAM76B FASTKD5 FBXL12 FBXO41 FBXO5 FDX1 FGD3 FNDC5 GINS3 GPA33 GPR4 GRIK4 H2AJ HHEX HID1 HMOX2 HSBP1 IER5L IL18BP IMP3 INIP IP6K3 ISL1 KANSL2 KIAA2026 LHFPL2 LIPT1 LRRC75A LSM3 LTO1 LYL1 MAD2L1BP MCFD2 MED17 MED8 MESD METAP1 MFAP3 MFSD12 MFSD5 MKRN1 MMADHC MRPL27 MRPL28 MRPL43 MRPL49 MRPL57 MYL11 N4BP3 NCKAP1L NDUFA11 NDUFA3 NFRKB NHLRC3 NLRP9 NSRP1 NT5M NUBP1 OSTM1 OTULINL PABPN1 PAQR7 PARVA PEBP1 PGP PHF23 PLEKHB2 POLR2D POU4F1 PPIB PPIL2 PRKAB1 PSMB10 PTRH2 PYCARD RIT1 RMND5B RNF181 RNFT2 RPS27 RPUSD4 SBNO2 SCARNA13 SDHAF2 SDHB SEC61G SHFL SKA2 SLC25A45 SLC25A6 SLC30A1 SLC39A3 SLC66A1 SMUG1 SNHG10 SNHG3 SS18L2 STX8 SYS1 TAGLN3 TIMM13 TLR4 TMED4 TMED6 TMEM140 TMEM184A TMEM218 TMEM63C TMX2 TOR4A TRIM65 TRMT6 TSPAN14 TTC14 TXNIP UBE2G2 USP30 VPS26A WNT5B YPEL5 ZC3H14 ZFP90 ZNF124 ZNF322 ZNF623 ZNF688 ZNF764 ZNF770 ZNHIT1 GSE14769_UNSTIM_VS_80MIN_LPS_BMDM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14769_UNSTIM_VS_80MIN_LPS_BMDM_DN ABL2 ABTB2 ACOD1 ADAMTS1 AEBP2 AGT ANKRD33B ARID5A ARIH2 ARL5B ATF3 BCL10 BCL2A1 BCL2L11 BCL6 BIRC3 BMP2 BTG1 BTG2 C11orf96 C9orf72 CALB2 CAV1 CCDC71L CCL13 CCL4 CCL5 CCN1 CCNL1 CCRL2 CD69 CD83 CDC42EP2 CDK17 CEBPB CFLAR CH25H CITED2 CLEC4E COQ10B CSRNP1 CXCL1 DIO2 DNAJA2 DUSP1 DUSP14 DUSP4 DUSP5 DUSP8 EBI3 EGR2 EHD1 ETF1 ETV3 EXOC3L4 EXTL2 FABP4 FAM133B FAM72A FBXO30 FEM1C FGD6 FILIP1L FLRT3 FOS FOSL2 FRMD6 GADD45B GBP2 GDF15 GFPT1 GJA1 GPBP1 GPR19 GPR84 GTF2B HBEGF HELZ2 HERPUD1 HILPDA HK2 HNRNPLL HSPA1A HSPA1B ICAM1 ID2 ID3 IER2 IER5 IFNB1 IL10 IL10RA IL1B IL1RN IL23A IRF1 IRGQ ISG15 ITGAV JMJD1C KCTD12 KDM6B KIAA0586 KLF6 KLF7 LIMA1 MAFF MALT1 MAP3K8 MCL1 MED21 MMP13 MTMR14 MYC MYEF2 NABP1 NAMPT NDEL1 NFAT5 NFIL3 NFKBID NFKBIE NOCT NSMCE1-DT NUP54 NUPR1 OSGIN2 OSM PDGFB PHLDA1 PIM3 PLAUR PLEK PLSCR1 PNRC1 PSMB11 PTCH1 PTGER4 RAB12 RAB20 RABGEF1 RAPGEF2 RASGEF1B RBM39 REL RGS1 RIPK2 RNF19B RNF2 RORB SASH1 SBDS SDE2 SELE SERPINE1 SGMS1 SIAH2 SLAIN2 SLAMF7 SLC15A3 SLC25A25 SLC38A2 SLFN12L SOD2 SPRED1 SPRYD7 SQSTM1 SRFBP1 SRGN STIL STX11 SUCO TASL TGIF1 TGM2 TIPARP TLE4 TLR2 TMEM108 TMEM171 TMEM185A TNFAIP2 TNFSF14 TNFSF9 TRAF1 TREX1 TRIM13 USP16 USP18 VPS37C WSB1 ZBTB11 ZC3H12A ZC3H12C ZFAND5 ZNF622 ZNF800 ZNF81 ZRSR2 GSE14769_UNSTIM_VS_80MIN_LPS_BMDM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14769_UNSTIM_VS_80MIN_LPS_BMDM_UP AAGAB ABCG1 ACOT13 ACOT2 ACVR1B AIMP1 AKTIP ALKBH4 ANAPC2 ANKLE1 ANKRD49 AP3M2 APOBEC1 ARHGAP25 ARL14EP ARMC7 ARRDC2 ARRDC3 ASB8 ATG12 ATG16L1 ATPAF1 AURKB BET1L BID BLOC1S2 BMS1 BORA BTBD1 C16orf54 C8G C8orf58 CASP2 CASS4 CBX5 CBX6 CCDC115 CCDC117 CCDC134 CCSAP CD300LB CDK20 CDS2 CEP19 CHST14 CLEC1A CNR2 COA5 CREBZF CRKL CYTH4 DCAF7 DDIT3 DYNC1LI2 EMC3 ENSG00000267882 EPM2AIP1 ERLIN1 EXOC8 FAM78A FBXL12 FGFR1OP2 GAN GNB1 H2AJ HHEX HJURP HMGCL HPS3 IER5L INSC IRAK1BP1 KAT14 KBTBD4 KCTD21 KHDC4 LCMT2 LHFPL2 LIPT1 LRATD2 LRRC75A LTO1 MAD2L1BP MASTL MBLAC2 MBP MCFD2 MEA1 MED17 MED22 METTL9 MFAP3 MFSD12 MFSD4B MGME1 MOAP1 MRPL43 MRPS2 MSRB2 MTCP1 MTIF3 NAGLU NANP NATD1 NELFA NHLRC3 NPC1 NUDT16L1 OGFRL1 ORAI3 ORMDL1 ORMDL3 OSGIN1 OSTM1 PDIK1L PDP1 PEX12 PHF23 PIMREG PITHD1 PLEKHM2 PMM1 PNN POLR2I POLR3K PPP1R3B PRKAB1 PWWP2A RAB11FIP5 RAB40C RIOX1 RIT1 RMND5B RNF181 RNF187 RNFT2 RPP25L RPS6KA1 RPUSD4 RSL24D1 S1PR2 SASH3 SCARNA13 SERAC1 SH3BP2 SKA2 SLC25A30 SLC30A1 SLC30A5 SMUG1 SNX32 SNX5 SNX8 SS18L2 STAT2 STOML1 SURF6 SUSD3 SYS1 TAF8 TCTA THBD TMEM140 TMEM18 TMEM80 TMX2 TOR4A TRIM59 TRIM65 TSPAN14 TUBGCP4 TXNIP UBA2 UBR7 UQCRHL VHL VPS26A VPS33A WASHC5 YBX1 ZBED3 ZBTB1 ZBTB34 ZBTB45 ZDHHC9 ZFP90 ZNF217 ZNF280B ZNF319 ZNF322 ZNF346 ZNF503 ZNF526 ZNF597 ZNF623 ZNF627 ZNF687 ZNF707 ZNF770 ZRANB2 GSE14908_ATOPIC_VS_NONATOPIC_PATIENT_HDM_STIM_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14908_ATOPIC_VS_NONATOPIC_PATIENT_HDM_STIM_CD4_TCELL_DN AAMDC AARSD1 ABCB6 ADSL AKR7A2 ANXA4 AP1S1 APRT ARV1 ASB8 ATAD1 ATP23 ATP6AP2 B3GALT2 B3GALT6 B3GNT2 BCKDK BCL2A1 BIRC5 BOD1 BRIX1 BTK C1S C1orf216 C2orf50 C5orf47 C6orf58 C9orf64 CASK CCDC153 CCDC86 CD164L2 CDC34 CERCAM CHAC2 CHIA CHIC2 CHST13 CLCN4 CLIC4 COL6A5 COQ4 CRLF3 CSAD CTPS1 CTSW CUL5 DBR1 DCST1 DEFB119 DIAPH3 DLD DNAJC5B ECD EIF4A1 EIF5A2 ENOPH1 ERG28 ERH EXOSC1 EXOSC2 EXOSC3 FABP5 FEN1 FGFBP1 FUT11 GIPC1 GJA1 GPR37L1 GPR83 GPR89B HASPIN HCAR2 HCCS HDAC1 HDAC3 HEBP1 HPRT1 IFI35 IFT57 IMPG1 INO80E IPO11 IPO9 IRGM IVD JCAD KBTBD7 LIG1 LIMD1 LIPG LIPT1 LIPT2 LSG1 LTB LYAR MANBA METTL2B MFSD3 MGAT3 MKX MOBP MRPL12 MRPL19 MRPL22 MRPL46 MRPS31 MT2A MTF2 NDUFA9 NDUFAB1 NDUFAF4 NHLRC2 NRROS NRSN1 NSDHL ORAI1 ORC6 OTOP2 PAPOLA PCLAF PDCD1 PDF PES1 PFN1 PLCD1 PLEKHA6 POGLUT3 POLA2 POLR1E POLR2D POLR3E POP7 PPHLN1 PPP1R7 PRELID2 PRKAG2 PRMT5 PRMT7 PSAT1 PSMB3 PSMC2 PSMD13 PTPN6 PYCR2 RARS1 RBBP4 RBBP7 RBMXL1 RMDN3 RNF113A RNF135 RNF180 RPUSD3 RRP15 RTF2 RUVBL2 RWDD4 SBNO1 SERPINF1 SFTPA1 SH2D2A SLC2A3 SLC30A2 SLC39A1 SLC7A6 SLF1 SMPD4 SOCS1 SOWAHC SRSF6 ST7 SUV39H2 TBRG4 TET1 TFAM TFAP2E TKTL2 TMEM100 TMEM229B TMTC4 TNFRSF18 TNFRSF4 TNK1 TP73 TUBA4A TXNL4A TYSND1 UBL3 USP1 USP39 UXS1 VDAC1 VN1R5 WDR77 YRDC YTHDC2 ZNF638 ZNF81 ZNRD2 GSE14908_ATOPIC_VS_NONATOPIC_PATIENT_HDM_STIM_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14908_ATOPIC_VS_NONATOPIC_PATIENT_HDM_STIM_CD4_TCELL_UP AATF ACSBG1 AKR1C3 AKT3 ALDH9A1 ANGPTL2 ANXA3 APTX ARL14EP ARPC3 ATP10A BABAM1 BAG4 BBLN BCDIN3D BLMH C15orf40 C1D C3orf14 C8orf33 C9orf40 CA13 CASKIN2 CBX1 CBX6 CCL4 CDYL CEMIP2 CENPB CHID1 CHM CHST2 CLASP1 COA6 COPS8 COQ8B COX6A1 CPNE3 CTNNBIP1 CXCR6 CYB5A DDB1 DEK DHX32 DMAP1 DNAJB11 DPP8 E2F3 EDEM2 EFCAB2 EI24 EIF2B5 EIF3A EIF5B ELAVL1 EMC7 ERCC1 ESD FAHD1 FAM149B1 FANCG FBXW11 GAS2 GATAD2A GATM GLRX3 GNA15 GNE GNPTAB GOLGA7 GPR65 GPR89B GSS GSTM3 H2BC5 HAUS5 HDAC3 HIVEP3 HTT IDH1 IDH3B IL2 INHA IQCC ITGB1 ITGB1BP2 KCNAB2 KCNN4 KDELR1 KPNA6 LGALS2 LSS LYRM2 LZTR1 MAB21L2 MAPK3 MATN4 MGLL MLLT1 MRPL41 MTAP MTDH MYO10 NCAPH2 NCBP3 NCF4 NDUFA11 NDUFB5 NDUFS3 NEFH NFU1 NIT1 NLGN2 NMNAT1 NR2F6 NSDHL NSMCE2 NUFIP1 OARD1 ODF2L OMA1 PARS2 PBDC1 PCBP1 PDF PEMT PFN1 PHACTR2 PI4K2B PIGM PLBD2 PLCB3 PLIN2 POLH POLK POLR3A PPP2R3C PRIMA1 PRPS1 PSPH PTPN9 RAD9A RAP1A RBBP7 RBM28 RCAN1 RNF121 RPL24 RPP25L RPS2 RTN3 RXYLT1 RYK SAC3D1 SARNP SEM1 SEPTIN7 SIGIRR SLC25A47 SLC37A2 SLC7A5 SMDT1 SMIM11 SNRPB2 SNRPG SNX10 SPIDR SPRED1 SRP54 SSBP1 ST14 STAU2 STT3A SURF2 SURF4 TBC1D19 TBC1D24 TCP10L TEX9 THAP12 TMEM101 TMEM161A TMEM163 TMEM223 TMEM39A TMX1 TNFRSF9 TOMM40L TSEN34 TSR2 TUBA3C TUBD1 TXNDC5 UQCRC2 UTP25 VAMP8 WDR6 YAE1 ZCCHC10 ZMAT3 GSE14908_ATOPIC_VS_NONATOPIC_PATIENT_RESTING_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14908_ATOPIC_VS_NONATOPIC_PATIENT_RESTING_CD4_TCELL_DN AATF ACLY ACO1 ADRM1 ALAD ALDH9A1 ANAPC1 ANXA3 ARCN1 ATF6 ATP5F1A ATPAF2 AURKAIP1 BDH1 BLMH BMPR1A BMS1 BNIP1 C11orf24 C15orf40 C1D C2CD2L CALU CCDC115 CCNC CCND3 CCNH CD320 CDC26 CDH10 CDKN2C CHD1L CLASP1 CLPB COA6 COX19 COX6A1 COX6B1 COX8A CPNE3 CRCP CSTB CYB5R1 CYP11A1 DHODH DMAC1 DNAJB11 DOLK EFCAB2 EIF2D EIF3A EIF3I ELAVL1 ELP1 EMC7 EXOC8 EXOSC5 FANCG FBL FBXW8 FEM1B FKBP4 FZR1 GALNT3 GATAD2A GLOD4 GLRX3 GNB1L GNL2 GPR65 GPRC6A GRN GSTM3 GTF2A1 GTF2H1 GUSB H2AX HDLBP HIVEP3 HSPA8 HSPH1 IDH3B IL1A IMPA1 INTS3 ITGB1BP1 IZUMO1R KCNN4 KIFAP3 KIFC1 KPNA6 LANCL2 LRRC40 LRWD1 LSS LTV1 MASTL MFSD10 MFSD4B MLLT1 MLLT11 MPI MRM2 MRPS23 MXD3 NAA15 NASP NCBP2 NCBP3 NCF1 NDFIP1 NDUFA11 NDUFB2 NDUFS3 NDUFS4 NELFB NMNAT1 NSUN2 NXN OARD1 OXCT1 PGRMC2 PLCG2 POLR2H POLR3G POLRMT PRNP PRPS1 PSMC4 PSPH PTP4A3 PTPN1 PTPN9 PWP2 PYCR3 R3HCC1 RAI14 RBM19 RBM28 RHOU RNF26 RNFT1 RNPEP RPL24 RPL7A RPP14 RPP40 RTCA RXYLT1 SAC3D1 SAMM50 SARNP SEPTIN2 SEPTIN7 SH3RF1 SLC35A4 SLC39A6 SLC39A8 SLC52A2 SMN1 SNRPG SPOUT1 SPRED1 SREK1IP1 SRP54 SSBP1 STT3A SURF4 TBC1D24 TBL2 THAP12 TLCD2 TMEM216 TMEM33 TMEM39A TNIP2 TOE1 TOMM40L TPRKB TRAPPC4 TSPAN4 TTC8 TXNDC5 U2AF1 UBE2K UNG UPP1 UQCRC1 UQCRC2 UTP25 VAPA VPS36 WDR4 WFS1 WIZ ZBTB14 ZC3H12C ZMYND19 ZNHIT2 ZYX GSE14908_ATOPIC_VS_NONATOPIC_PATIENT_RESTING_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14908_ATOPIC_VS_NONATOPIC_PATIENT_RESTING_CD4_TCELL_UP ACVR2A ADIPOR2 AIM2 AP3M2 AREL1 ARFIP1 ASB13 ASIC3 BABAM2 BET1L BICRA BLVRB C11orf68 C1orf159 CA2 CARD11 CARD19 CCDC117 CCDC97 CCPG1 CD53 CD86 CD99 CDIP1 CEMIP2 CERS6 CHAC1 CHCHD5 CHIC1 CIAO2B CIR1 CKAP4 CLASP2 CLDND1 CNKSR1 CNPY4 COG5 COL18A1 COPE COPZ1 COX17 CPEB4 CRMP1 CSRNP2 CTSO CXCR3 DCTN4 DLG4 DOK1 DSC2 DUSP1 ESPN FAM114A1 FAM86B2 FICD FKBP1B FLOT2 FOXP1 FSD2 GAB2 GALC GARS1 GAS2L3 GFRA1 GGNBP2 GLUD1 GOLGA7 GRB2 GSX2 HAPSTR1 HAVCR1 HECA HLTF IDH3B IGHMBP2 ITCH ITGA3 ITM2B KCTD2 KEAP1 KLC3 KRTCAP2 LRRC8D LYSMD3 MAPK14 MCUR1 MECP2 MICU3 MINDY1 MRPL33 MXD1 NCBP2AS2 NDRG3 NDST1 NDUFA6 NFKBIE NFKBIZ NIBAN1 NMT2 NR4A1 NRF1 PABPC1L PARK7 PBXIP1 PDE6D PHC2 PIP4K2A PIP4P1 PLA2G12A POGZ POLD4 POLI PPM1J PPP1R18 PPP2R1A PPP3CC PRKAB1 PRKCH PRXL2B PSAP PTK6 RAB11FIP1 RAB21 RAB8A RAC1 RAP2B RASL11B REXO4 RHBDD1 RHOH RIN3 RNF11 RNF41 RORC RTP3 RTRAF S1PR3 SEC22B SELENOH SFR1 SFXN4 SGPL1 SH3GLB1 SLC4A11 SLC7A14 SMAD7 SMIM3 SMO SMYD4 SNAPC1 SNX13 SPATA13 SPRYD3 SRI ST7L ST8SIA1 STAT1 STXBP3 SUPT3H SWAP70 TCEAL8 TCF25 TERF2 TESK1 THRB TLK2 TMED3 TMED9 TMEM14A TMEM192 TMEM31 TMEM63A TMPRSS6 TMX4 TNFRSF1B TNN TPD52 TPGS1 TRAF4 TRMT112 TSTD1 TTC3 UAP1 UBTD1 UBXN1 UFL1 VAMP4 VAPA VASP VRK3 VSIR VTCN1 VWA5A WAS YAF2 YIPF5 ZDHHC7 ZFAND3 ZNF354B ZNF414 GSE14908_RESTING_VS_HDM_STIM_CD4_TCELL_ATOPIC_PATIENT_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14908_RESTING_VS_HDM_STIM_CD4_TCELL_ATOPIC_PATIENT_DN ACP6 ACTN2 ACTR1A ACVR1B ALDH6A1 ANKH ANKS3 ANXA2 APBB2 APPBP2 ARF5 ARHGAP5 ARL4A ARL6IP1 ATN1 BCKDHB BCL2 BCL9 BRD2 C16orf87 C5orf24 CA9 CAPN2 CBLL1 CCDC106 CD86 CDKN1B CDKN2C CEP70 CGGBP1 CHD7 CHURC1 CLCN2 CMTM6 CMTR1 COL19A1 COQ8A CRIM1 CRK CSAD CSNK1D DCTN1 DDRGK1 DENND4C DIAPH1 DNAJC5 DOCK8 DPM1 DTX3 DUSP11 DUSP16 EIF5 EMSY EQTN ERRFI1 FAM120B FAM83F FAM91A1 FBXO33 FGF13 FMO5 FOSL2 FOXO1 FOXP1 FTL FZD7 GADD45B GALNT11 GATAD2B GDI1 GEM GLMP GNPDA2 GTPBP6 GZMA HINFP HINT2 HLTF HMBOX1 HPS3 IGF2R IGKC IL16 INAVA INPP5K ISG15 ITCH ITIH5 KDM3B LAPTM5 LGALS7 MAP7 MARK2 MBD2 MCAM MCOLN3 MEF2D METTL23 MINDY3 MKNK1 MLLT10 MOV10 MPZL2 MRPL24 MS4A1 MSX1 MTURN MYL11 NAA30 NAMPT NCF4 NCOR1 NFAM1 NGDN NSUN4 NT5C3A NUDT6 NUP210 OCIAD1 OR2S2 PACSIN1 PBX1 PCDH15 PDCD10 PGS1 PIGO PITPNM2 PLCB2 PRDX6 PRKAB1 PRKCH PRKDC PRPF39 PSEN1 PYROXD1 QRICH1 RAB10 RAB29 RAMAC RAMP1 RASGRP1 RBM43 RDH5 RGCC RICTOR RIOK1 RMND5A RPLP1 SESN3 SFXN3 SH3GL1 SLC22A5 SLC35F6 SLC41A3 SLC44A1 SLC52A3 SLK SMC5 SMG6 SMNDC1 SNAPIN SOX4 SP2 SP3 SPICE1 SPIN1 SRPK1 STK25 TAX1BP1 TCF20 TM7SF2 TMEM123 TMEM131 TMEM234 TMLHE TNFRSF18 TNRC6A TRIO TSHZ1 TSPAN13 TTC14 UAP1L1 UBAC2 UBL5 ULK2 UNC50 USP25 VAMP8 VPS35L VPS9D1 WBP2 WDR1 WLS YEATS4 ZBTB11-AS1 ZFP36L1 ZFP36L2 ZNF18 ZNF622 ZYX GSE14908_RESTING_VS_HDM_STIM_CD4_TCELL_ATOPIC_PATIENT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14908_RESTING_VS_HDM_STIM_CD4_TCELL_ATOPIC_PATIENT_UP ABCB8 ACO1 ADPRH AHI1 AKR7A2 ALDH9A1 ANXA4 ANXA9 ARL1 ASPH ATF6 ATP10A BAG1 BBLN BLMH BMS1 C11orf24 C15orf40 C1S C2orf76 CA5B CALHM2 CALU CAPRIN1 CCDC107 CCDC43 CCDC90B CCNC CCNH CDK2 CEP89 CHAC2 CHMP5 CHST2 CHST4 CIBAR1 CIP2A CLASP1 COMMD2 CPZ CYB5R1 CYP3A7 DDB1 DECR1 DEF8 DEK DMAP1 DNAJC18 DPP3 DPP8 DUSP19 EBPL ECPAS EEF1B2 EIF2S3 EIF3I EIF4A1 EIF5B EMC7 EMC8 FAR1 FBXL6 FBXW11 FDPS FEM1B FIBIN FKBP1A GALK2 GLMN GLRX2 GNL2 GNPTAB GTF3A H2AZ1 HDAC1 HDLBP HELQ HIVEP3 HMGN3 HS6ST3 HSBP1 HSP90AB1 HSPA8 IMP3 IMP4 JKAMP KDELR3 KEAP1 KIFAP3 LANCL2 LGALSL LMNB1 LTV1 MAIP1 MAP1B MASTL MBD3 MBNL3 MDK MED28 MFSD1 MFSD10 MGME1 MIS18A MOCS2 MPP7 MRPS23 MRPS34 MTG2 N4BP3 NAA35 NDFIP1 NIT1 NLGN2 NME7 NMNAT1 NR2F6 NSUN5 NUCB2 NUDCD2 NUDT21 NUP188 NUP42 NUP88 PBDC1 PELO PEX3 PFDN1 PIMREG PKMYT1 PMPCB POLB PPAN PRKAG2 PRPS1 PSMA1 PSMB4 PSMG4 R3HCC1 RAB27A RAX RBBP7 RGS19 RIDA RITA1 RNF11 RNF121 RPL7A RPS2 RRP1 RWDD2B SACS SCAF4 SEM1 SEPTIN10 SEPTIN2 SH3RF1 SIX5 SLC25A22 SLC25A47 SLC31A1 SLC4A1AP SLC7A5 SMIM11 SOX12 SPOUT1 SPRED1 SREK1IP1 SSRP1 STAU2 SUV39H1 TAF10 TAF6L TARS1 TCOF1 THNSL1 THUMPD1 TM2D3 TMEM101 TMEM158 TMEM183A TMEM199 TNFSF9 TRAPPC13 TRAPPC4 TSEN34 TXNDC17 TXNDC5 UBE2O UFC1 UTP3 VAPA WDR43 WDR5 WIZ WRAP73 XRCC1 ZBTB14 ZMAT3 ZNF566 GSE14908_RESTING_VS_HDM_STIM_CD4_TCELL_NONATOPIC_PATIENT_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14908_RESTING_VS_HDM_STIM_CD4_TCELL_NONATOPIC_PATIENT_DN ABHD18 ABL1 ACTN2 ACYP1 ADAP2 ADI1 AHCTF1 AP1M2 AP3B1 AP3M2 ARF5 ARFGEF1 ARHGAP1 ARHGAP35 ARHGDIB ARL4A ARMCX5 ARPC2 ATP11B ATP13A2 ATP6V1F BLTP3B BSCL2 CACFD1 CBLL1 CD300LD CDK5 CERS4 CFP CLCN2 COQ8A CRAMP1 CRNKL1 CTNNB1 CTNS DAP DCAF1 DENND2D DEXI DIAPH1 DIAPH2 DNAI4 DNAJB6 DNMBP DRC1 DYNC1H1 EML3 ERAP1 ERCC3 EVI2A FBXO25 FCER1G FGF3 FNTB GADD45B GLMP GRAMD1A GTF2B GTPBP6 GZMA HAL HECTD1 HINFP HIVEP1 HIVEP2 HM13 HMBOX1 IER5 IGF2R IL17RB INTS12 INTS13 IRF3 ISG15 ITIH5 ITPRID2 JCHAIN JUNB KDM5B KIAA1143 LEMD2 LIME1 LIN7B LUC7L2 MAML2 MAPK11 MBOAT1 MBTPS1 METTL23 METTL27 MOB1A MOB2 MR1 MROH1 MS4A1 MUSTN1 MYO1E MYO6 NAGA NDRG1 NFAM1 NSUN4 NT5C3A OSTF1 PAK1 PAPSS1 PARD6G PCSK7 PGLYRP1 PHF8 PHKB PI4KA PIP5K1C PLAUR PPP3CC PRDM9 PRKAG1 PSEN1 PTBP3 RAB2A RAB40C RAMAC RAMP1 RAP2C RASGRP1 RBCK1 RCOR1 RGS2 RHBDL3 RMC1 RNF11 RNF13 RPL30 RPS3 RSU1 S100A11 SEC31A SELENOT SEMA4F SERF2 SERINC3 SF1 SHE SHFL SIN3A SLC22A5 SLC23A3 SLC35F6 SLC39A11 SNX2 SNX4 SORD SP2 SPIN1 SPO11 SPPL3 STAG2 SUCO SUOX SVIL SYCP1 SYK TAX1BP1 TDP2 TDRD7 TGIF2 TIPARP TM2D2 TMEM123 TMEM203 TMEM50B TNKS1BP1 TNKS2 TNRC6A TOB1 TRIP6 TSPYL1 TTYH2 TYROBP UBAC2 UBE2R2 UBE3B USP25 USP33 USP9X VPS11 VPS16 VPS37C VPS41 VPS4B WAS WASF2 WBP1L WDR45B XAB2 ZDHHC4 ZNF394 ZNF622 ZNF654 ZXDC GSE14908_RESTING_VS_HDM_STIM_CD4_TCELL_NONATOPIC_PATIENT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE14908_RESTING_VS_HDM_STIM_CD4_TCELL_NONATOPIC_PATIENT_UP ACTN2 AGRP AIP AKIRIN2 AKT2 ANKIB1 AP1M2 APBB2 AQR ARF5 ARGLU1 BCL6 BCL9 BRAP C14orf180 CA6 CAPN1 CATSPERG CBFA2T2 CEP70 CEP95 CFP CHD7 CHFR CMTM6 COQ8A CSDE1 CSNK1D CSNK2A1 CTNS CYB5RL DAPP1 DBNDD2 DENND4B DHX15 DHX16 DOCK8 DRC1 EIF3E EIF4G3 EML3 ERAP1 EVI2A FAM120B FAM91A1 FBXO21 FBXO25 FERMT2 FLT3LG FST GABRE GABRG2 GADD45B GAK GATA4 GBA2 GCOM1 GLRA1 GTPBP2 GZMK HAS2 HBB HBS1L HECTD1 HINFP HIPK3 HIVEP2 HNRNPDL HOXA5 HS6ST1 HSPA2 HVCN1 IER5 IGFBP4 IL17RB INTS12 INTS13 IREB2 ITIH5 JCHAIN KCNMA1 KDM5B KLK11 LIMD2 LNX1 MAP3K11 MAP4K5 MBIP MCOLN3 MCRIP1 METTL23 MINK1 MMS19 MOB2 MPEG1 MSX1 MTFR1L MTURN MYD88 MYL11 MYL6B MYO6 NARF NCK2 NFE2L2 NSUN4 NT5C3A NTRK3 OPA3 OR2S2 PAF1 PARD6G PBX1 PCSK7 PEA15 PEAR1 PGLYRP1 PIGO PIWIL1 PLAAT3 PLAUR PLPP3 PPCDC PPP2CA PRDX6 PRICKLE1 PRSS35 PTBP3 PTPN23 PYROXD1 QPRT QRICH1 RAB2A RAP2C RICTOR RIOK1 RPL13A RPL30 RPS6KA2 RUNDC3A S100A11 SDF4 SEC16A SEC31A SECISBP2 SEMA4D SERF2 SERINC1 SESN3 SH3GL1 SIN3A SLC22A5 SLC23A3 SLC25A29 SLC39A11 SLC4A3 SMAD2 SPIN1 SPO11 SPON1 STAG2 STX17 SUCO SVIL TBC1D8B TECTA TEP1 THY1 TLR6 TMEM135 TMEM192 TMOD3 TMUB1 TMUB2 TNFRSF25 TOP1 TOX TRAPPC14 TRIM69 TSTD1 TTLL3 TUBGCP3 UBL5 UNC93B1 UQCRHL USP34 VPS39 VPS9D1 WAC WDR13 WIPF1 WNT5B XIST ZFAND3 ZNF18 ZNF276 ZNF362 ZNF622 ZNF764 ZXDC GSE15139_GMCSF_TREATED_VS_UNTREATED_NEUTROPHILS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15139_GMCSF_TREATED_VS_UNTREATED_NEUTROPHILS_DN ACTR2 ADAR AEBP2 AGPAT4 ALDH18A1 APC APOLD1 APRT ARHGAP21 ARL4D ARV1 ATG3 ATP2B2 AVEN BRCA2 C10orf88 C19orf48P CAAP1 CALCRL CARS1 CCDC6 CCDC82 CCDC9 CCNF CDK6 CDON CENPM CENPU CHID1 CHML CHST15 CLASRP CNRIP1 CPM CPOX CPSF3 CRELD2 CRIP2 CS CSGALNACT1 CTNNA1 CWC27 DAPP1 DCAKD DCUN1D2 DDX6 DHRS3 DHX29 DHX33 DHX58 DNAJA4 DNAJB11 DNAJC2 DNAJC21 DUSP14 EED EIF4G3 ELAC2 ELP5 EPS15L1 ERAP1 ESYT1 FAM120B FAM204A FAM91A1 FANCD2 FBXO31 FLT1 FPGT FTSJ3 FUS FZR1 G3BP1 GAA GEMIN5 GET1 GNB1L GNPDA1 GPAM GPRASP3 HBP1 HNRNPA0 INO80E INTS8 IPMK KCTD13 KDM5A KIFAP3 KLF10 KLF6 KNTC1 LARP1 LARP4B LAS1L LATS1 LIME1 LMAN2L MAN2A1 MAP3K21 MDC1 MKRN2 MRPL35 MRTFB MYO5A NCOA2 NFE2L2 NFKB1 NIBAN1 NOL8 NRAS NRF1 NSUN2 OAS1 OMA1 OTUB2 OTUD6B PA2G4 PCNT PDCD7 PDE4DIP PDLIM1 PHTF2 PLK1 POLE POLR2F POP1 PORCN PPM1F PPM1G PRKCH PRKCQ PSD2 PTCH1 PTPRC PWWP2B PYCR1 RAB14 RALGAPA1 RBM15B RBMXL1 RCBTB1 RCN2 RFWD3 RGP1 RNPC3 RPRD2 RUNX3 RUVBL1 SACS SATB1 SCO1 SCOC SDHA SEC11A SEC63 SELP SERPINC1 SET SLC25A2 SLC45A4 SLC66A3 SLC7A1 SMC5 SMG1 SNX11 SPRN SRBD1 SRP72 SRSF1 SRSF10 STAT5A SULF2 TAMALIN TBRG4 TDRKH TMEM165 TMEM181 TMEM214 TMEM238 TMEM87A TNFRSF10A TRAK1 TRAM2 TRIM25 TRIM5 TTI2 TXNRD2 UPF2 USP14 UVSSA VAC14 WDR31 XPOT YWHAB ZCCHC4 ZFP90 ZMIZ2 ZMYM4 ZWILCH GSE15139_GMCSF_TREATED_VS_UNTREATED_NEUTROPHILS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15139_GMCSF_TREATED_VS_UNTREATED_NEUTROPHILS_UP ACAA2 ACTRT3 ADAMTS19 ADAMTS2 ALDH7A1 APIP APOC3 ARFIP1 ATG16L1 ATP6AP1 ATP6V1G1 ATPSCKMT BCL2L15 BFAR BTG3 C14orf119 C1orf112 C6orf132 CAMK2G CBX2 CCDC150 CCDC162P CCDC71 CD2 CD8B CD99 CELF6 CEP19 CFAP20DC CGGBP1 CHIC2 CIAO1 CIC CIP2A CLIC1 CLK4 CNEP1R1 CNOT8 COMMD7 COPS4 COPZ1 CSRP1 CYLD CYP51A1 DDX19A DOK2 DPM2 DSCAM DUSP1 DUSP6 EHBP1 ELF2 ELL3 ELOF1 EMC3 ENC1 ENDOD1 ERI1 FAM13B FAM89B FBXL5 FBXO25 FEN1 FGB FLOT1 FLOT2 FPR2 FUT11 FXN GABARAPL1 GALE GCHFR GEM GINS1 GOLGA7 GPN2 GPSM2 GSTM3 GUCD1 HAT1 HIBADH HIKESHI HIPK1 HSD11B1 HSD17B3 IFT27 IGBP1 IKBIP IL1R2 INSIG1 IRAK2 KCNMB4 KDSR KLC3 LIPA LTA4H LY6D MAP1LC3B MAP3K10 MBD4 MDM1 MED28 MED30 METTL26 MFF MINDY1 MIR22HG MKRN3 MN1 MON1A MPPE1 MPV17L2 MRNIP MRPL49 MRPL50 MRPS12 MRPS25 MSMO1 MVD MYOT NAXE NCALD NDUFB10 NDUFV2 NET1 NID1 NLK NPAS1 NRBF2 OLFML1 OSBPL9 PAIP2 PARP6 PCDHB5 PDCD1 PEX2 PHF24 PLGRKT PNISR PPP1CC PPP2R5C PRCP PRKRA PRM2 PSMB10 PTMS PTS PXMP2 RABGAP1L RBM48 RBM7 RHOG RNASEH2A RNF166 RNF168 RP2 RPAIN RPS27 SAMSN1 SAV1 SDF4 SELENOO SEPTIN1 SGPP2 SGSM3 SHROOM4 SIRT7 SLC22A3 SLC9B2 SLPI SMYD4 ST3GAL2 STAG1 STAT4 STX6 SUCLG1 SUMF1 TCTA TMEM127 TMEM160 TMEM179B TMEM18 TMEM183A TMEM199 TMEM229A TMEM60 TRAF7 TRIR TTLL6 UBA3 UBALD2 UBR7 UNG VAMP4 VAPB WAC WDR7 ZDHHC16 ZMYM5 ZNF212 GSE15215_CD2_POS_VS_NEG_PDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15215_CD2_POS_VS_NEG_PDC_DN ACYP1 AFTPH AIFM1 AKAP9 AP1G1 ARHGAP19 ARHGEF7 ARIH2 ATMIN ATP2A1 BAG5 BET1 BIN2 BRWD1 BST2 BTN2A1 C21orf91 C2CD2 C6orf120 CA2 CAPZB CDC123 CDYL CEP135 CFAP45 CHPF2 CLMN CLTC COBLL1 COQ6 COQ9 CREB3 CSTF3 CYP2R1 DBI DCAF11 DCP1A DDX50 DHX8 DLG1 DNAJB4 EBP EFCAB14 ELAVL1 ELMO2 ENO1 ENSA ERAP2 ERGIC3 ETV3 EXOSC9 FAM98A FBP1 FBXW4 FECH GABPA GADD45B GCFC2 GFI1 GIMAP6 GLUD2 GOLGA4 GORASP1 GOT1 GSN GTF2H1 HAUS6 HCG9 HERPUD1 HIRA ID1 IDI1 IGBP1 IL10RB IRF7 ITM2C JADE1 JTB KANK1 KCTD5 KIF24 LAPTM5 LBHD1 LCAT LMBR1L LMBRD1 LMNB2 LRRC42 MAGEB3 MAGED1 MAPK14 MAPKAPK5-AS1 MFF MOCS2 MRPL15 MRPL28 MRPS22 MRPS7 MTF1 MUL1 MYH3 NAE1 NAGLU NCK1 NEK1 NEK3 NELL1 NFKB1 NMI NPC2 ODC1 ODR4 PAN2 PARP6 PCM1 PCNT PECAM1 PHB1 PIK3CA PIKFYVE POGK POLR2B PPP2R5A PPP2R5C PRKCD PRKCH PSENEN PSMA6 PSMD6 PSMG2 PTEN PTP4A1 RALY RANBP1 RAP1B RARS1 RBMS1 RHOA RNF139 RPL3 RPLP1 RPP14 RPS16 RTN3 RUBCNL SC5D SCPEP1 SCRN1 SDHA SDHAF3 SELENOT SEMA4D SERTAD3 SF3B1 SHQ1 SLC9A6 SMPD3 SNX6 SRSF10 STAT3 STX4 SUPT20H TAF5L TAF7L TAX1BP1 TBC1D8 TBL1XR1 TENT4A TEX2 TFB1M TFRC TGDS THAP11 TLR7 TMEM109 TMEM41B TMEM50B TMEM70 TNKS TNKS2 TRAF2 TRAPPC10 TUBG2 TUT4 UBE2H UBE2L6 UCK2 UGP2 USP15 USP39 UTP11 VAMP5 VPS39 WDR26 WDR37 ZDHHC17 ZDHHC24 ZFC3H1 ZFP64 ZNF394 GSE15215_CD2_POS_VS_NEG_PDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15215_CD2_POS_VS_NEG_PDC_UP ABCB4 ACE ACTN4 AGO3 AGRN ARHGAP10 ARSA ARVCF ASPA ATF3 BCL2 BDKRB1 BZW2 C1orf21 CACTIN CAV2 CBX6 CCNJL CCNT1 CD163 CD1E CDC20 CDC42EP1 CDC42EP2 CDON CEACAM21 CHST7 CIC CIDEA CIDEC CKB CLASRP CLCN1 CLDN11 CLDN16 CMKLR1 COL7A1 COL8A2 CSH1 CTH CTSH CUBN CYP1A1 DENND2A DNAAF8 DPEP3 EDIL3 ENG ENTPD1 ENTPD2 ENTREP1 FAM120A FCGRT FGR FHOD1 FTCD FZD1 G6PC2 GAK GCKR GFRA3 GJC2 GLYAT GNAT1 GNRH2 GPR157 GYPC H2AX HAAO HCFC1 HEYL HIVEP3 HPCAL4 HSPH1 HYMAI ID3 IGFBP6 INPP5A INPP5B INSR ISOC1 ITSN1 JUND KCNA1 KHSRP KLF15 KLF9 KRR1 KRT24 LAGE3P1 LGI2 LINC01260 LPIN2 MAP2K5 MAP4 MARCKS MAST2 MCOLN1 MED25 MEGF9 MKNK2 MLX MLXIPL MMP14 MROH7 MST1L MTAP MTNR1B MYL3 NDST1 NGB NLRP1 NPRL3 NPTX1 NR2F6 NT5DC2 NUP43 OAZ3 OCLN OLA1 ORAI3 PAX3 PAX9 PBLD PCDHA9 PDE4A PFKFB4 PGAM2 PIP4K2B PKD2L2 PLEKHO2 PLXNA1 POR PPARD PPP5C PPT1 PRKCZ PTBP3 PTGS1 RAD54B REST RGCC RNF19B RPRD2 RYK S100A1 S100A9 SAMHD1 SCNN1G SEC14L4 SETDB1 SHPK SIDT2 SIGLEC6 SLC34A1 SLC35E1 SLC39A4 SLC44A4 SLC6A2 SMOX SNAP25 SNORA21 SP1 SPATA2L SPIN1 SRBD1 STAT5A STK11 TAF1C TCF20 TCF7 TCOF1 THAP3 TLN2 TRIB3 TRPV5 TTLL12 TYMP UBN1 VIPR1 VSX1 VWF WARS1 WASL WDR91 WRAP53 XYLT1 YIF1A YIPF2 ZDHHC18 ZNF142 ZNF444 ZNF492 ZNF571 ZNF574 ZNF692 GSE15271_CXCR4_POS_VS_NEG_GC_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15271_CXCR4_POS_VS_NEG_GC_BCELL_DN ABHD2 ACOX1 ADAM19 ADAMDEC1 ADGRE4P ADGRG3 AHNAK AHR AKNA AMPD3 ANXA6 APBB1IP ARHGAP9 ARHGEF4 ARID1A ATP2A3 B4GALT1 BIRC3 C1orf54 CBX4 CCDC117 CCL5 CCR7 CD163L1 CD300LD CELF2 CEP295NL CIRBP CLEC1B CLEC9A COQ10B CRTC3 CYP39A1 DCAF5 DCTN6 DGKD DMXL1 DNTT DUSP5 DYRK1A EIF2AK3 EML3 ENTPD1 EXOC6B EXT1 FEZ2 FLNA FNBP1 FOXK1 FRMD4B FURIN GABARAPL2 GALNT6 GATA3 GBA2 GCH1 GGPS1 GGT1 GOLM1 GRK6 GZMA HDAC5 ID2 IER5 IGSF6 IL17RB IQGAP1 IRF2BP2 IRF7 KBTBD2 KBTBD7 KCNRG KLF13 KLF7 LATS2 LPCAT2 LRP1 LYN MAFK MATR3 MIA3 MICAL1 MIR30E MTMR3 MXD1 MYL10 MYL12B MYO18A MYO9B NCK2 NCR1 NFATC2 NIPAL3 NMB PAIP2B PGAP6 PIK3CD PIK3R5 PLBD1 PLEKHM1 PNPLA8 POLG2 PPM1H PPP1R13B PPP3CA PRAMEF8 PRDM1 PRKAB1 PSTPIP1 RANBP10 RARG RAVER2 RC3H1 RCN3 RETREG3 RNF103 RNF125 RNF13 RNF138 RNF139 RORA S1PR5 SAMD8 SARAF SH3PXD2A SLC16A5 SLC22A5 SMG6 SNORD73B SNX4 SOX4 SPI1 SRGN STAU1 SUGCT SYS1 SYTL1 TAF8 TANC1 TAX1BP1 TBC1D15 TGFBR3 THEMIS2 TLE5 TLR8 TMEM123 TMEM176B TMX4 TNFRSF25 TNKS2 TOB1 TRAF6 TREML2 TRIM13 TRIM26 TSPO TTC7A TXNIP TYROBP UBC USF2 USP12 VPS37B WDFY4 WDR45B WDR7 XPR1 XYLT1 ZFAND6 ZFP36L2 ZNF394 ZNFX1 ZNRF3 ZSWIM6 ZYG11B GSE15271_CXCR4_POS_VS_NEG_GC_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15271_CXCR4_POS_VS_NEG_GC_BCELL_UP ACOT9 ADK AEBP1 AGPAT5 AK4 ALAD ALG3 AMPD2 ANKRD52 ANP32B AP1G1 AP1S3 APBA3 APRT ARFIP2 ASF1B ATL3 ATPAF1 B3GNT2 BCKDK BCS1L CASP2 CBX5 CCDC63 CD200 CD5 CERS2 CHCHD4 CILK1 COASY CSNK2B CSTF3 CTH CYB5R1 DARS1 DCAF12 DCAKD DCTD DDX18 DDX21 DDX39A DGCR8 DGKG DHDDS DNMT1 DPH2 DSC1 EIF2S1 EIF3L EIF4EBP1 ENDOD1 ENO2 ERLIN2 EZH2 FAM162A FANCG FUBP3 GNL3 GOLPH3L GPM6B GRWD1 GSTT1 GUCY1A1 H2BC3 HCFC1 HMGXB4 HSPA4L HSPD1 IDH3B ILF3 INTS3 IPO5 IPO9 KHSRP KPNA3 LDHA LIPT2 LPGAT1 LRATD1 LSM10 MCU MECR MED14 MED24 METAP1 MIF4GD MRPL10 MRPS17 MTHFD2 MTX2 MUS81 MYC MYO19 NARS1 NDFIP1 NDUFAF2 NDUFAF4 NDUFB2 NDUFS7 NEPRO NFE2L1 NMT1 NOL7 NOLC1 NONO NPM1 NSMF NUBP1 NUCKS1 NUDT19 NUP43 OGFOD1 OLA1 PABPC4 PDXK PDXP PIM2 PMPCB POLD3 POLE2 POLH POLR1B POLR1D PPP1R11 PRDX3 PRIM2 PSMB3 PTMA RAB33A RAD23B RAD54B RASGEF1A RFC5 RNF216 RNPS1 RPIA SDHC SELENOI SERBP1 SF3A1 SF3B3 SKP2 SLC16A10 SMC2 SMYD5 SNRPB SNRPE SNX9 ST6GALNAC4 STAP1 SUMO2 TADA3 TARBP1 TCF19 TDP1 TELO2 TGS1 THAP12 THNSL1 TLCD1 TMEM41A TOMM6 TOP2A TRIM59 TXN TXN2 TXNDC9 UBE2Q2 UBIAD1 UBXN2A VEGFA WDR12 WDR43 WDR77 YBX3 ZWINT GSE15324_ELF4_KO_VS_WT_ACTIVATED_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15324_ELF4_KO_VS_WT_ACTIVATED_CD8_TCELL_DN ABHD10 ABL1 ADAMTS16 ADD3 ADGRE5 ADGRG5 ADH4 AK3 AKIP1 ALKBH6 ARHGDIB ARHGEF3 ARMC7 ARPC1B ASF1B ATOH1 ATP5ME ATP6V1C2 ATP6V1F B4GALNT1 BRD9 BTG2 C3orf22 CAMK2N2 CAMK4 CC2D1B CCNB2 CD96 CDK16 CEP83-DT CHAF1B CHRNA4 CLDN18 CLMN CNDP2 COX7A1 CTDSP1 DBF4 DCDC2 DDB2 DDX28 DENND2A DOCK2 DSCC1 DUSP26 DYNLRB1 EEIG2 EIF2AK2 EPHA1 EXOC3L4 FAM110B FBXO41 FCGR3A FGFR1OP2 FGL2 FOXP1 FXYD5 GABPB2 GBP2 GCC1 GDPD5 GGH GIP GPRC5A GPSM3 GRAMD1C GRM2 GSTZ1 GTSF1L GUCY2D H1-4 H1-6 HAUS7 HCRT HESX1 HEXIM1 HJURP HSD17B11 HYAL4 IL16 INPP5B IPCEF1 IRAG2 IRF2 IRGM IRS1 KCNK16 KCTD12 KIF23 KLRK1 LAD1 LANCL2 LGALS9B LIME1 LONP2 LSM10 MAN2B1 MAN2C1 MCTP2 ME3 MED11 MED7 MEF2A MMP10 MSI1 MTHFSD MUTYH MYL12B MYMK NAAA NCDN NCKIPSD NCOA5 NEDD8 NMU NQO2 NR0B1 NRN1 NSFL1C NSMCE2 NSUN7 NTN5 NUDT15 OPLAH OSBPL5 OVOL1 PARP2 PDGFRA PHTF1 PHYHIPL PIGT PKDREJ PLAAT3 PLEKHA6 PLEKHM2 PMM2 PON1 POPDC3 PPM1N PRKAB1 PRM3 PTEN RAP1GAP2 RASGEF1C RBM44 RBM6 RFC4 RIMS3 RNASE10 S100A11 S100A6 SCFD2 SCYL3 SDR39U1 SEPTIN1 SH2D2A SH3GLB1 SLC10A3 SLC16A9 SMC5 SOX2-OT SPP1 SREBF1 ST14 STARD3NL STAT1 SULT1E1 TACC2 TBX21 THSD1 TMEM184C TMEM25 TP53I11 TPSG1 TRAIP TRDMT1 TRIM21 TRIOBP TSHZ1 TSNAXIP1 TST TUB TXNL4A UBE2S UBL5 UBXN8 URM1 VEGFD VGF VPS33B WBP1L WDR45 XCL1 ZBTB8OS ZDHHC3 ZMAT5 ZNF124 ZNF565 ZNF646 GSE15324_ELF4_KO_VS_WT_ACTIVATED_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15324_ELF4_KO_VS_WT_ACTIVATED_CD8_TCELL_UP ABTB2 ACAT1 ACBD6 ADAM9 AGPAT4 AKAP7 AKR1C3 ALDH9A1 AP3S1 AP4M1 APOF APOOL ARFIP1 ARFIP2 ARHGEF19 ARHGEF4 ARL2 ARL3 ARMC1 ARMCX1 ARMCX6 ASB2 ASB7 ASIC3 AVPI1 BAG4 BASP1 BEND4 BET1 BTBD7 C8orf74 C9orf85 CAAP1 CBX3 CCDC47 CCNH CDC14B CDK5RAP1 CEP97 CHCHD6 CHP1 CINP CLU CLYBL CMTM6 CRBN CRISPLD2 CRYZ CTH CYRIB DCAF6 DDX17 DENND10 DIP2A DLG3 DNAJC16 DPY19L3 DTX1 DUSP22 EGLN3 EHD1 EIF2A EIF2AK4 ELL2 ELOVL4 ELP3 ELP4 ENPP2 EPS15 ERI2 ETFBKMT FAM114A2 FAM135A FAM210A FAM8A1 FAM91A1 FBXL6 FBXW9 FKBPL FPGS FUT11 FYTTD1 GALNT11 GATD1 GLB1L2 GLG1 GLO1 GLOD4 GNB4 GOLM2 GORASP1 GPR25 GPRASP2 GPRASP3 GSTM4 GTF2E2 GTF3C3 GTPBP2 HARBI1 HEATR5A HIPK2 HLA-B HNRNPUL1 HYCC1 IER3 IL17A IL1R1 IL4 IL5 IZUMO1R KCNK10 KCTD3 KIF2A KIF5C KLHDC1 KRR1 LBH LIF LONP1 LRIG1 MACROD2 MAPK9 MCFD2 METTL15 MEX3C MIB1 MIB2 MLLT11 MRPS15 MYOM2 NAT9 NCOA7 NECTIN2 NEPRO NICN1 NIPSNAP1 NNAT NUBPL PATL2 PCCA PEX13 PFN2 PGS1 PIK3R2 PIKFYVE PIM1 PLCXD2 PLPP5 PLSCR3 POMGNT2 PPIE PPIP5K1 PRMT2 PTGER2 RAB9A RAMP1 RBP1 RBPJ REPIN1 RLF RNF103 RPL7L1 RPRD1A RSBN1 SCAPER SDF4 SEC23A SEMA4C SENP7 SKAP2 SLC25A15 SLC35G1 SMIM14 SMIM30 SNHG10 SPOPL SSX2IP TBC1D9B TFPI TG TMBIM1 TMEM199 TMEM263 TMTC4 TPI1 TRAPPC8 TRIM23 TRIP4 TRPC1 TTC9C TTL TXNRD3 UBQLN1 VAMP4 XPR1 YAF2 YES1 YPEL2 ZCCHC10 ZNF516 GSE15324_ELF4_KO_VS_WT_NAIVE_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15324_ELF4_KO_VS_WT_NAIVE_CD8_TCELL_DN AATK ACOXL ADAD1 ADAM32 ADAMTS2 ADAP2 ADH4 AGTRAP AKT1S1 ALCAM AMBN AMMECR1 ANAPC10 ANK3 ANKRD33 ANKRD54 ANKRD7 ARMH4 ASGR1 ASL AVPR1B BAMBI BATF BNC1 C10orf62 C15orf39 C16orf78 C17orf58 C1R CACNA1D CACNA2D2 CASS4 CCDC167 CCDC39 CD69 CDH15 CDH8 CDX4 CEBPB CFAP206 CHRNB4 CKS2 CLSTN3 COL6A5 CTXN3 CYP26B1 CYP2B6 CYP3A4 DCAKD DCN DDAH1 DEUP1 DIRAS2 DNAI1 DNASE2B DOLPP1 DSG1 DSG2 DUSP1 DYNLT2B EIF5A2 EMX2 ETV5 FAM151A FAM210B FGF8 FHIT FKBP6 FOSB FOXB2 FRAT2 GADD45B GALNT13 GEM GLRB GNAL GPR34 GPRC5D HEXIM1 HGF HHAT HMX2 HOGA1 HOXB9 HR HSFY2 HSPA1A IFNG IGHG1 IL20RB JHY JUNB KCNJ9 KCNK13 KCNK6 KCNU1 KLF4 KLHL36 LBX2 LONRF3 MANSC1 MPPED1 MRGPRX2 MROH2B MRPS11 MRPS36 MTCL1 MUSTN1 MYL2 MYO18A NEXN NIPAL4 NKX2-4 NKX3-1 NOXO1 NPC1L1 NPFF NRXN1 OCEL1 ORC1 OSBPL10 OSM PAPPA2 PAXX PCOLCE PER1 PHGDH PIM3 PKD2L2 PMEL PMFBP1 PMM2 PPP1R15A PPP1R3F PRMT8 PRR11 PRRG4 PTH2R PTK7 PUS1 RAD18 RBFOX1 RBP2 RCOR2 RD3 RFLNA RGS1 RND3 RRAD SARM1 SCN10A SCNN1G SCX SERPINB5 SH3RF2 SHE SIAH2 SIK1 SLC16A11 SLC27A5 SLC29A1 SLC39A11 SLC44A4 SLC52A3 SLCO4A1 SNAI3-AS1 SOX4 SPA17 SPINK4 SPTBN2 SRP19 SYNPR SYT10 SYT6 TAL1 TEK TEP1 TFPI2 TLE1 TM4SF1 TMPRSS11A TNFAIP3 TNNT2 TTC21A TTC9 TUFT1 UBL5 UCN2 UNC79 USP53 WDR17 WNT2B WNT3 YDJC ZC3H12C ZFHX3 ZMYM3 ZNF830 GSE15324_ELF4_KO_VS_WT_NAIVE_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15324_ELF4_KO_VS_WT_NAIVE_CD8_TCELL_UP ABCA2 ACP2 ACSBG1 ACSL3 ADAT2 AGRN ALDH7A1 ALG2 ARSB ASPM B9D1 BAIAP2 BAIAP3 BHLHE22 BIRC5 BMPR2 C11orf24 C11orf91 C14orf28 C1orf21 CCDC102A CCDC61 CCNB2 CCR5 CD163 CD93 CDCA8 CDH1 CENPK CFAP418 CHPT1 CHRNB1 CMPK2 CNRIP1 COL13A1 COL5A2 CRACDL CRAT CSNK1E CTHRC1 CTSG CX3CR1 DAPK2 DCLK1 DCUN1D4 DIP2C DNA2 ENKD1 ENOX2 ENPP5 EPHX3 ERMN EVI5L FAM210A FAM220A FAM241B FAM43B FAM86B2 FARP2 FRMD4B G0S2 GALNT9 GCAT GKAP1 GPAT3 GPC1 GPM6B GPR83 GRHL1 GSAP HEXD HMMR HYAL2 IFI27L2 IFIT3 IFITM2 IGF1 IKZF2 IKZF4 IL17RC IMMP2L IPO13 IQCC IRGQ ITGAX ITGB3 KIF13B KIF5C KIF7 KYAT3 LANCL2 LEFTY2 LMO1 LRGUK LZIC MACROD2 MFSD8 MITF MMUT MORN2 MSLN MT3 MTNR1A NDRG1 NDRG4 NENF NICN1 NINL NKAIN4 NPDC1 NTF4 OPLAH OSBPL3 PACC1 PANK1 PATL2 PCBP3 PDCD1 PDLIM7 PDX1 PEA15 PHLPP2 PIK3R2 PLAC8L1 PLCZ1 PLD2 PLEKHB2 PLTP POU1F1 PPFIA2 PRDM8 PRICKLE3 PTGFRN PURG PWWP2A RAB4A RARG RASGRP4 RASSF3 RBM6 RGS11 RHOF RITA1 RNF24 RO60 RPS6KA2 RPS6KA5 RPS6KC1 RRM2 SH3BP5L SLAMF7 SLC18B1 SLC22A17 SLC25A35 SLC27A4 SLC66A1 SLC6A14 SMPDL3B SNHG7 SNX20 SORD SPATA24 SPC25 SPOCK2 SPRED3 SRGAP3 SRSF12 STAU2 STEAP1 SYDE1 TAF15 TBC1D17 TBC1D22B TCEAL8 TET1 TEX15 TEX9 TFPI TMED1 TMEM184A TMEM184B TNFRSF25 TNFSF4 TNS2 TOM1L2 TP63 TRPM5 TSPAN5 TTC23L TTL UBE2C UNC5CL VPS9D1 VRTN VSTM2A WDFY1 WFS1 ZBTB39 ZBTB48 ZCCHC3 GSE15324_NAIVE_VS_ACTIVATED_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15324_NAIVE_VS_ACTIVATED_CD8_TCELL_DN ABCA5 ACSL6 ACVR1 AIPL1 AKAP1 ALG2 ALS2 AMZ1 ANKRD40 ARHGEF39 ARMCX1 BAD BAG2 BBOX1 BBS12 BCAS1 BCL3 C12orf29 C12orf75 CA12 CCDC112 CCL4 CD44 CD83 CENPS CEP76 CERCAM CES3 CFAP299 CKAP2 CLPB CMC2 CNTLN COPZ2 COQ7 COX10 CPSF2 CPSF6 CRABP2 CRLS1 DAPK1 DCAF10 DCTPP1 DDX31 DENND5A DHX36 DIP2C DIS3 DNAJC12 DOCK7 DPP8 DUT EFCAB2 EIF2B1 ENOX2 EPDR1 EXOSC3 EXPH5 FAM229B FARP2 FBXO42 FBXW8 FIBIN GAS2L1 GCH1 GDE1 GDPD1 GFOD1 GLA GMDS GPRIN3 GRN GRP HDGF HEMK1 HIRIP3 IER3 IL21 ITGA2B JADE3 KIFC1 KMT5A LACC1 LIG1 MAPKAPK3 MAST2 MBOAT2 MED12L MEX3A MFSD14B MLEC MMP10 MOB3B MOK MRPS25 MSH3 MYH10 NEK6 NENF NEURL1B NINJ1 NKAIN1 NMRAL1 NOC3L NOC4L NPAS4 NR4A3 NSMCE2 NT5DC3 NUDT2 OPN3 P4HA2 PAOX PCBP4 PCGF5 PELO PIM1 PIM3 PKIG PLAGL2 PLEKHA8 PLOD2 PLXDC2 PLXNA1 POGLUT2 POLA2 POP1 PPIH PPP2R3C PROCR PRUNE1 PSMC3IP PURG PXMP2 RAB33A RAD54B RAD54L2 RBPMS2 REL RFC3 RHAG RNF125 ROBO2 RPGR SACS SAMD14 SDF2L1 SFRP2 SGSM3 SH3BP2 SH3PXD2B SH3YL1 SHMT1 SIL1 SLC16A14 SLC25A33 SLC2A6 SLC30A3 SLC34A2 SLC35D1 SLC37A3 SLC39A6 SLC66A1 SLC6A6 SLC7A11 SMIM3 SMPDL3B SNX16 SOAT2 SPIN4 SRFBP1 SRL SRM ST6GALNAC6 STEAP4 TBL2 TIMP3 TMEM164 TMEM170A TMEM25 TMEM41A TMEM70 TNIP2 TNNI1 TNS2 TRIP10 TSPAN4 TTC12 TTC39B TTLL12 UQCRQ XCL1 ZBED6 ZBTB37 ZCCHC9 ZFC3H1 ZNF207 ZNF473 ZNF583 ZP1 GSE15324_NAIVE_VS_ACTIVATED_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15324_NAIVE_VS_ACTIVATED_CD8_TCELL_UP ABLIM2 ACAD10 ACVR1B ACVR2B ADAM22 AGAP2 ALOX5AP ANKRD12 ANXA13 ARID5B ARSB ATP10D ATP8B3 B3GAT3 BAIAP3 BCL9L BLVRB BORCS8 BSDC1 C11orf68 C11orf71 C1orf56 C21orf62 CALHM6 CARNS1 CBLIF CCL25 CCL5 CCL7 CD19 CD1D CD40 CEP126 CFAP410 CHKB CIITA CLCN4 CLDN19 CMPK2 CNGA1 COL7A1 COQ10A CREBBP CYP3A4 DAPK3 DEAF1 DEDD2 DLGAP4 DLL3 DNM2 DNTT DSTYK DTNA EEIG1 EVX1 FAHD2A FAM193B FBXL12 FBXL8 FEM1A FHIP1B FHIT FKBPL FOSB FPR3 GABRD GAREM1 GLB1L3 GLIPR1L2 GLIS3 GPATCH2 GPR183 GPR34 GZMK HAS3 HCK HDHD5 HLA-DOA HLA-DQA1 HMCES HMX2 HPGD HSCB HSD17B8 IFIT1B IFIT3 IGFLR1 IGHG1 IGLL1 INPP4A ITGAM ITPR3 IVD JUNB KCNJ10 KCNJ4 KHK KMT2C KMT5B L1TD1 LBP LDHD LIX1 LRRC23 MAP3K14 MAP3K4 MARCHF3 METAP1D MLYCD MN1 MROH1 MYO7A NBEAL2 NFIA NIPAL1 NOD1 NRAP NTRK3 OAS2 OAZ2 OCEL1 ODAD1 PAQR7 PCNX1 PGAP6 PHKA1 PHYHIPL PKP3 PLPP4 PNOC POU4F1 PPARGC1B RCN3 RESF1 RFTN2 RHBDD2 RIN3 RNASEK RNF32 RPTN RUSC2 RUSF1 SEMA4B SEPTIN1 SERPINF2 SERTAD1 SHB SHD SHLD1 SIK1 SLC16A5 SLC25A29 SLC25A44 SLC39A11 SLC45A4 SLC47A1 SLC6A19 SMAD7 SMG9 SNAI3-AS1 ST3GAL1 ST6GALNAC5 ST8SIA3 STAU1 SUSD3 SYDE1 SYTL2 TBC1D17 TCEAL1 THUMPD2 TMEM119 TMEM42 TNFAIP8L1 TNIP1 TNNI2 TOMM40L TPGS1 TRAF5 TRAPPC14 TSACC TTF1 TTYH3 UBL5 UNC5CL USF1 USP18 USP21 VAMP1 VIPR1 VPS33B VPS9D1 XAF1 ZBTB10 ZBTB11-AS1 ZBTB42 ZFP14 ZNF227 ZNF628 ZNF830 ZNFX1 GSE15324_NAIVE_VS_ACTIVATED_ELF4_KO_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15324_NAIVE_VS_ACTIVATED_ELF4_KO_CD8_TCELL_DN AATK ABHD18 ABTB2 AGPS AKIP1 AKR1B15 ALG6 ALKBH2 ALOX5 ALPK2 ANAPC10 ANKRD33B AP3B1 ARHGAP5 ARL1 ASCC2 AUNIP BCORL1 BORA C6orf141 CCDC137 CCDC18 CCNE1 CDHR4 CENPU CEP162 CEP290 CFAP299 CHCHD1 CMC2 COX6A1 CPPED1 CPSF2 CRYBG3 CSNK1G3 CYB561 DCAF17 DCLRE1A DCTN6 DCUN1D3 DDX21 DEDD DEPDC5 DGLUCY DHRS7B DNAJB4 DOC2A DOCK7 DOT1L E2F6 EFCAB2 EIF2B5 EIF2D ELOF1 EXO1 EXOC4 FAM220A FANCL FARP2 FBLN5 FBXL20 FBXO30 FBXO45 FGFBP1 FZR1 GDPD5 GKAP1 GNG2 GPN1 GPNMB GPR89B GRHL1 GYG1 HACE1 HHAT HIBCH IFT122 IL4 INTS11 INTS3 ITFG2 KCNF1 KCTD11 KDELR2 KLF10 KMT5A KRTCAP2 L2HGDH LCLAT1 LRWD1 LTBP3 LYPLA1 MAD2L2 MANSC1 MBD5 MCTP1 METRNL MGAT4B MLF1 MRPL35 MRPL40 MRPS31 MSC MTFR1 MTMR6 MTO1 NAA16 NAA35 NAB1 NAT9 NDE1 NDUFAF1 NEMP1 NKAIN4 NMRK1 NR2F6 NTMT2 OTUB2 PAIP1 PAPLN PDCD1LG2 PER1 PEX13 PGP PLA1A PLPP2 POGLUT2 POLR1C POLR1E POLR3H PON3 PPP1R16B PRDM2 PREPL PRKRA PRMT2 PRR13 PTGER3 PWP2 QSOX2 R3HDM1 RBM28 REEP5 RHAG RNASEH2B RPA3 RPGR RPP14 RSPRY1 SAE1 SARNP SDHC SEPHS2 SLAMF7 SLC16A3 SLC25A30 SLC30A3 SLC6A6 SLC6A9 SLC7A6 SLF1 SMCO4 SNX18 SNX27 ST6GALNAC1 STOML2 SURF4 SYNCRIP TCERG1 TDRKH TEX10 TFAP2E THG1L TMEM107 TMEM40 TNFSF14 TNFSF9 TOPBP1 TRAF4 TRIM45 TUFT1 TXN2 TYMS UBE2E3 UBE2K UBL3 UCK2 UEVLD USP10 VSTM5 WAPL WDR31 WDR43 YES1 ZCRB1 ZEB2 ZNF266 ZNF446 ZNF518B ZNF541 GSE15324_NAIVE_VS_ACTIVATED_ELF4_KO_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15324_NAIVE_VS_ACTIVATED_ELF4_KO_CD8_TCELL_UP ABCA7 ABCC8 ABHD10 ACOT8 ADAM12 AGTRAP AJAP1 ANKMY2 AP3M2 APBB3 ASPSCR1 ATP5MG B4GALT7 BACE1 BCDIN3D BCL2L11 BCO2 BTAF1 C19orf53 C19orf67 C9 CACNA2D4 CD14 CELA3B CHAD CHPT1 CIAO2B CIZ1 CLASRP CLCN4 CLTB CNTRL COX20 CREBBP CRYBB1 DCAF4 DCTN1 DIRAS1 DMAP1 DOCK8 DPYSL4 DUSP1 EFEMP2 EIF3K ELAC1 ELMO3 ELMOD3 EMX2OS EPHB6 ETHE1 EVI2A FAM117A FAM210B FAM98C FBF1 FEM1A FMC1 FRMD4A FSD2 FUOM GBF1 GLMP GPANK1 GPR180 GTPBP1 HAAO HAGHL HAND2 HDAC11 HEXIM1 HPCAL1 HR IFIT2 IL6ST IMPDH2 IP6K1 ITPR3 KAZALD1 KLHDC3 KMT2D KREMEN1 LETM2 LPAR6 LRRC1 MAN2B2 MAP3K11 MAP3K14 MAP3K2 MAP3K9 MCEE MECP2 MED11 MEGF11 MEIS3 MEPCE METTL3 MIIP MLX MPHOSPH9 MRNIP MRPS11 MTMR10 MYL11 NARF NDUFA6 NECAP2 NHSL2 NMB NPC1 NR1D1 NSRP1 NT5E NUDT6 OMD OSBP2 OSER1 PDLIM5 PDLIM7 PEX10 PHF14 PHKG2 PIGP PLCB2 PLEKHA1 PLEKHG5 PNPLA7 POU2F3 PPP4R3A PRMT9 PRRT3 PSMB10 PSMG4 PTCHD1 PTK7 PTPN12 PTPN18 QPCT RAB11FIP4 RAB1B RALGDS RAPGEF2 RBM42 RELT RFXANK RIGI RXRG SAA1 SAFB SH3PXD2A SIAH1 SIPA1L2 SKI SLC10A3 SLC25A45 SLC26A11 SLC39A3 SLC6A19 SMAD3 SNX30 SOCS1 SOX5 SPEM1 SPIC SRD5A3 STMN3 SYT2 TBC1D9B TBL1X TCF4 TEN1 TEX264 TF TMC1 TMEM80 TMEM81 TNIK TOR2A TPGS1 TRAPPC2L TREML2 TRIM26 TSACC TSHZ1 TTN UCKL1 USP2 USP21 USP28 VIPAS39 VOPP1 VPS9D1 WFDC1 WIPI1 WNT5B WWP2 ZBTB2 ZCCHC12 ZFAND3 ZFP3 ZNFX1 GSE15330_GRANULOCYTE_MONOCYTE_PROGENITOR_VS_PRO_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15330_GRANULOCYTE_MONOCYTE_PROGENITOR_VS_PRO_BCELL_DN ABCB9 ABCD1 ABHD18 ABHD8 ABO ACOX1 AGAP1 AKAP9 AKIRIN2 ANKS3 ANTKMT ANXA11 AP3B1 ARHGAP17 ARHGAP5 ARHGDIB ATAD2B ATG16L1 ATP6V1D BCAS3 BCL2 BET1L BEX3 BTG4 C14orf119 C2CD3 CACUL1 CD3E CD72 CD86 CDKN1C CDKN2B CLCN4 CMTM6 CNOT6 CNR2 CPEB2 CR2 CRAT CRIM1 CRIPT DAPP1 DDX60 DIPK2A DNAJA1 DNAJC12 DNAJC3 DNASE1L1 EMCN EPAS1 ERRFI1 ETHE1 EXOC1 F2R FAM117A FAM53C FBRS FLII FNDC3A GADD45B GDF11 GLTP GPANK1 GPR143 GPS2 GPX3 GRIPAP1 GRK6 GYPC HDAC11 HMGA2 HSD17B6 IER5 IFT172 ILF3 INCA1 ING2 INO80 KAZALD1 KDM4B KIAA0930 KIF5B KLHL26 KRBA1 KRTCAP3 LAIR1 LAPTM5 LAT LFNG LIMS2 LRRC8C LTO1 MAB21L2 MAN1A2 MAP2K6 MBP MDM4 MED1 METTL23 MFSD14A MINK1 MRAS MRPL24 MS4A1 MYL6 MYO9B NCK2 NCOR1 NFATC3 NFYC NINJ1 NPTX1 NRBF2 NUB1 OAZ2 OSBPL2 PAX5 PBX2 PHF8 PHIP PI4KA PIGO PIP5K1C PON2 POU2F3 PPP2CA PRKD3 PXK PXMP4 QPRT QRICH1 RABGAP1 RABGEF1 RALGPS2 RCAN3 RNF4 RPL13 RPS21 RPS6KA4 RSRP1 RYBP S100A13 S100A6 SAMHD1 SCAND1 SCN3B SDF2 SERINC3 SERINC4 SFXN3 SH2D2A SH3GL1 SHF SIT1 SLC13A1 SLC22A7 SLC23A3 SLC25A51 SLC41A1 SLC44A1 SMAP2 SMPD5 SPO11 SPPL3 SRFBP1 SRI ST6GALNAC3 STAT4 STX1A STX4 SYPL2 SYVN1 TAF13 TAPBP TCF25 TFEB TMLHE TPGS2 TRAPPC10 TRPC4AP TTC13 TTC5 UBE3B UQCRHL USF1 VPS37A WASHC1 WBP2 WDR33 WNK1 WSB1 XIST ZBTB2 ZFP1 ZFR2 ZFYVE26 ZMYND8 ZNF274 ZNF764 ZSCAN26 GSE15330_GRANULOCYTE_MONOCYTE_PROGENITOR_VS_PRO_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15330_GRANULOCYTE_MONOCYTE_PROGENITOR_VS_PRO_BCELL_UP ACBD6 ACLY ADAM10 ADGRA3 ADSS2 ALCAM ALG5 AMACR ARL16 ARMC10 ARPP19 ATG9B ATP1A1 ATP5MC3 ATP5PB BCKDHB BLMH BORCS5 BZW2 C15orf40 C16orf74 C1D C1QTNF12 CBR4 CCDC107 CDK2 CDKN2AIPNL CENPB CFAP20 CHAC2 CHST2 COPS2 CPPED1 CSTF1 CTR9 CUL4A CUTC CZIB DBNL DRG1 DUSP7 EBPL EEF1D EGLN3 EIF2S3 EIF4E EMC6 ERGIC2 FAM216A FAM86B2 FAM89A FANCE FEM1B GALK2 GAS8 GATAD2A GBE1 GLE1 GLRX2 GNL3 GORASP1 GPN1 GPR89B GSS GTF2H1 GTF3C4 GTF3C5 GTPBP4 HDAC2 HMGXB4 HNRNPC HSBP1 HSPBP1 IL12RB1 IL9R IMMP2L IMPA1 INTS14 INTS7 INTS8 INTS9 KIFC1 KNSTRN KRCC1 LAMB1 LDAH LHX5 LMNB1 LPCAT1 LRP8 LXN LYPLA1 MAPRE2 MBD4 MED21 MFN2 MLLT1 MRPL46 MRPL54 MTBP MTERF4 MTIF2 MTX1 MYO5A MYOM2 N4BP3 NADK NAT1 NBN NCAPH2 NDUFS4 NFS1 NIP7 NLGN2 NOL7 NPNT NSMCE2 NTMT1 NUP88 ORC1 PDE6D PEX19 PFN1 PIGB PLPP1 POLR1C POMGNT1 PRAF2 PRDX2 PSMB1 PSPC1 PTPMT1 PYCR2 RACGAP1 RBM19 RCC2 REEP1 RNASEH2C RNF26 RNH1 RORC RPGRIP1 RPP14 RPP40 RRP1 RTCA SAAL1 SAP18 SDHA SENP1 SENP3 SERPINE2 SF3B3 SFRP5 SH3BP2 SLC12A2 SLC7A4 SLX9 SMIM11 SMN1 SNF8 SOD2 SPRYD7 ST7 STK16 STK3 STT3A SURF2 TAF11 TARS1 TBCD TCOF1 TERT TMA16 TMEM39A TMEM47 TNFRSF13C TNFRSF21 TNFSF9 TP53RK TPRKB TPST1 TRMT2A TSSK3 TUBB4B TUSC3 TYW1 UQCRC1 UROD UTP18 UTP25 VTI1A VWA8 WDR46 WRAP53 YWHAQ ZCCHC10 ZNF296 ZNF48 GSE15330_HSC_VS_GRANULOCYTE_MONOCYTE_PROGENITOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15330_HSC_VS_GRANULOCYTE_MONOCYTE_PROGENITOR_DN AASS ACOT8 ADPGK AEN ALAS2 ALCAM AMPD2 ANKIB1 AP1G1 AP3S2 APBA3 APP ARF6 ARHGAP17 ARMC10 ASCC2 ASCL2 ATG5 ATP6V0B ATP6V1B2 ATXN7L3 BCCIP BET1L BLTP3B C2orf76 C3orf62 C8orf82 CCL22 CCND2 CD40 CDC37L1 CERS2 COA5 COMMD4 CREB3L2 CRK CTSV CXXC1 CYBC1 DAZAP2 DMAP1 DPH2 DUSP7 EMC3 EMC6 ERI3 ESD FAIM FAM162A FAM220A FBXW11 FHDC1 FIBIN FOXJ2 G6PC1 GABARAP GABPA GATA5 GATAD2B GET3 GLYR1 GPS2 GSTT2 HACD3 HAND1 HBB HECTD1 HIF1A HIVEP3 HSPB7 IDUA IER5 IL21R IL2RG INTS12 IREB2 IRF3 ITGA3 KLF15 KLHL21 KLRK1 KRT27 LAT LAT2 LATS2 LCMT2 LDAH LEMD2 LSG1 LSM14B MAFB MAPK11 MED1 MED14 MEF2A MESD METAP1 MRPS36 NCKAP1 NDEL1 NDRG1 NDUFA6 NDUFAF4 NEAT1 NEFH NEK9 NEMF NEUROG3 NFAM1 NFKBIL1 NR2C2AP NSFL1C NUDT3 OGT PAFAH1B1 PDCD5 PER1 PEX11A PEX5 PLEKHA5 POLR1B POLR2F POLR3A POLR3F POLR3G POU2F2 PPP1R14B PPP1R3C PRKCI PRR3 PRSS8 PSCA PSME1 PSME2 PTPRC PWP2 RAB2B RARS1 RCAN1 RDH14 RFFL RGS20 RNF130 RPP40 RPS15A RRAD SAC3D1 SAFB SAP30L SCAF8 SCRN3 SDF2 SDF4 SEC23IP SELENOS SELENOT SEM1 SERTAD1 SHPRH SIAH1 SIMC1 SLC12A2 SLC26A4 SLC5A3 SLFN12L SNRK SNRNP48 SNX18 SOD3 SPON2 SPPL3 STEAP1 SYT1 TAB2 TAB3 TACC2 TBC1D13 TBC1D23 TESK1 THAP12 TMA16 TMEM68 TNFRSF1B TNKS2 TRAPPC14 TSPAN5 UBE2F UBE2G1 UBE2W UBP1 UQCC2 USP24 UTP4 WARS1 WDR45B WDR83OS ZBTB22 ZBTB7A ZNF296 ZWINT GSE15330_HSC_VS_GRANULOCYTE_MONOCYTE_PROGENITOR_IKAROS_KO_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15330_HSC_VS_GRANULOCYTE_MONOCYTE_PROGENITOR_IKAROS_KO_DN ABRACL ADAMTS10 ADH1C ADH5 ADPGK ADSL APOE ASAP1 ASB11 ASH2L B3GNT2 BIN3 BLMH BMI1 BSPRY CA2 CBR4 CCNK CCT5 CD3G CD40LG CD52 CDK1 CFAP141 CHKB CLYBL CMBL COMTD1 COPB1 COQ9 COX7A2L CSAD CSK CYB5R1 DBNL DGUOK DHRS3 DLG3 DLX1 DOCK2 DPP8 DPYSL2 ECD EIF3C EIF4E ELAVL3 ELP3 EP400 EPHX1 EXOSC10 EXTL3 FAAH FAF1 FAM114A2 FCGR2A FLCN FYN GC GEMIN6 GLCE GLI2 GLMN GLOD4 GLRX GNAQ GNPAT GPAA1 GPR12 GRK1 GTF2E2 HBP1 HMG20A HMGCS1 HMGN3 HOMER1 HOPX HOXB3 HPCAL1 HSD17B10 IARS2 ID3 IFI27L2 IGF2BP3 IMMT INTS6 INTS6L KAT2A KAT6A KLHDC3 KPTN LAG3 LIMD1 LRRIQ4 LSM10 LYRM2 MANBA MCOLN2 MCTS1 MESD MLST8 MND1 MRM2 MRPS2 MSI2 MSRA MTARC2 MYLIP NAMPT NEK9 NME7 NOA1 NPTXR NR4A1 NRDE2 NSG2 NUDT4 NUP43 OCIAD1 OR7C1 ORMDL1 OSBPL9 PACS2 PACSIN1 PARVG PBDC1 PDK1 PFN1 PGRMC1 PHPT1 PLAAT3 PLEKHG6 PLPP1 POU2F2 PPCDC PPP2R5A PRMT3 PSMD10 PSPH PTGER4 PTMS PTPRC PURA PYROXD1 QPRT RAB34 RAB8B RARS1 RCN1 RGS2 RIPK2 RPAP1 RTF2 RYR1 SDF4 SELENOH SELENOS SF3A2 SLAIN1 SLAMF1 SLC25A29 SLC30A9 SLC9A8 SLFN12L SLFN13 SMPDL3A SNX19 SRRT SRSF6 SSRP1 ST6GAL1 STAG2 STAT4 STK39 SUCLG1 SWAP70 SYNE2 SYTL2 TACC2 TBCD TCF7 TFB1M THOC6 THOC7 THY1 TMEM126A TNNT2 TP53RK TPRKB TRAP1 TRIM54 TSC22D1 TSPAN3 TSR2 UNK USP47 VIRMA VPS25 WNT16 ZNF354B ZYG11B GSE15330_HSC_VS_GRANULOCYTE_MONOCYTE_PROGENITOR_IKAROS_KO_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15330_HSC_VS_GRANULOCYTE_MONOCYTE_PROGENITOR_IKAROS_KO_UP ABHD17C ACSL4 ADAM21 ALPK2 ANGPTL2 ANXA3 AQP3 ARHGAP12 ARHGAP39 ARHGEF10L ARID5B ATE1 ATOSB ATP11B ATP6V0A1 B4GALT4 BATF BCL6 BIN1 BLCAP CAPZA2 CARD19 CCL20 CD5L CDC16 CERS5 CFAP36 CHM CHMP5 COG6 CPEB2 CREB3L2 CRYBG1 CTNNBIP1 CTSW CUL7 CUX1 CXCR6 CYP11A1 DDIT4 DIAPH2 DIPK1B DNAJC3 EEIG1 EGR2 EN1 FAM50A FES FJX1 FLNB FURIN FXYD5 GABBR1 GADD45G GDPD1 GEM GEMIN8 GGA2 GLIPR2 GLUL GMEB1 GNGT1 GRHL1 GRN HAUS2 HYCC2 IFI30 IFNAR2 IGFBP4 IGHG1 IL10 IL17RA IL1R1 IL24 IL2RA IL9 ITPA JDP2 JMY KDM3A KIF3A KIF3B KRAS KRTCAP2 L1CAM LAMP2 LDLRAD4 LENEP LGALS1 LGMN LMNA LPAR4 LPP LRIG1 MAN1A2 MARCHF2 MARK4 MGAT2 MIDN MIEN1 MTMR7 MYD88 N4BP1 NCMAP NEK4 NEK6 NUBP2 NUP210 ORMDL2 OSBPL1A P2RY6 PA2G4 PABIR1 PDCL3 PDE4DIP PHACTR2 PHF13 PIGM PLA2G12A PLEKHF2 PLOD2 PLOD3 PLP2 PLSCR3 PM20D1 POLD4 POLR2E POSTN PPME1 PROKR1 PRPS1 PRX PTDSS2 PTPRJ PUM1 PXN RAB20 RAB4A RAB6A RABAC1 RABGEF1 RAD52 RASA2 RBM12 RBPJ RELL1 RGCC RIOK3 RPLP0 RPS6 RUFY2 RUNX3 SACS SEMA7A SEPSECS SERINC1 SIAH1 SKIL SLC25A19 SLC44A1 SLCO3A1 SLK SMARCA1 SMPD2 SNTB2 SOCS1 SPSB3 STARD8 STAT5B STRN3 SURF6 SYNCRIP SYNGR1 SYP SYT3 TAMALIN TEX56P TFRC TGFBR1 TIMP2 TMEM109 TMEM184B TMX1 TRIM32 TRIP11 TRPS1 TSPAN14 TSPAN5 TTC39B UBQLN1 ULK1 VMP1 WBP1L WDFY2 WDR20 WWOX YAF2 ZDHHC20 ZFP2 ZNFX1 GSE15330_HSC_VS_GRANULOCYTE_MONOCYTE_PROGENITOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15330_HSC_VS_GRANULOCYTE_MONOCYTE_PROGENITOR_UP ACVR1B AGO2 ANGPT2 ANKS1A AP5M1 ARAP1 ARL1 ATG5 ATP6V1B2 ATP6V1C1 B3GNT3 BBLN BLOC1S3 BPIFA2 C12orf43 C2orf42 C2orf49 C3orf62 C6orf62 C7orf25 CAD CAPZB CBLL1 CCDC107 CCDC137 CCSER2 CCT2 CCT3 CCT8 CERT1 CHRNB2 CLCN1 COPZ1 CPA1 CSDE1 CSNK1D CTDP1 CYB5RL DESI2 DGCR2 DLX1 DMAP1 DNAJB6 DNAJC5 DNMBP DPH6 DYNLT2 E2F4 ECE1 EDN2 EGR4 ELMO3 ELP3 EPHX1 ERRFI1 ETNK1 EVC FAM120B FBXO28 FNBP1 FUBP1 FYCO1 GPATCH4 GPCPD1 GPHN GPRC5C GRAMD1A H2AJ HAL HGSNAT HLA-C HSPA4L ICE1 IDNK IKBKE IL1R2 IMP3 INTS13 INTS6L IRAK4 IRF3 ISYNA1 ITCH JAG1 JAK1 KANSL1 KRBA1 KRT71 KRTAP19-3 LARP1 LCP1 LCP2 LDAH MEA1 MECR MED31 MEG3 METTL1 MFSD1 MGA MRPL21 MRPS21 MSI2 MSN MTARC2 NCOR1 NDUFAF4 NFYC NIPBL NLGN1 NSUN2 NUFIP1 PADI1 PCDH20 PDCD7 PDE1B PDIA6 PHAF1 PHLDA1 PLPBP POFUT2 PPIF PPP1R14B PPP2R2A PRKCH PRPF40B PRPF8 PRRC2A PSME3 PTGER1 PUF60 PUS7 RAB40C RABL6 RALGPS2 RANBP3 RASGRP1 RBKS RGS2 RHBDD2 RNF123 RNF6 RPP14 RPS6 RRN3 RRP36 RSPH9 SEPHS1 SF1 SF3A2 SF3B3 SFSWAP SH2B3 SIMC1 SKIL SLC29A2 SLCO1A2 SP5 SPAG1 SPHK1 SPPL3 SRM SRP14 SRP68 ST13 STX5 TBC1D23 TCF12 TEFM TFG TFIP11 TLK2 TMEM184C TNFSF14 TNRC6C TP53INP1 TPRG1L TRAPPC2 TRIM8 TUBGCP5 UBC UBE2I UBL3 UGT2A3 USP47 UTF1 VASP VAV1 VPS16 WDR36 WDR83OS XPC YTHDC1 ZFAND2A ZFP2 ZFX ZKSCAN3 ZMPSTE24 ZMYM5 ZYX GSE15330_HSC_VS_LYMPHOID_PRIMED_MULTIPOTENT_PROGENITOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15330_HSC_VS_LYMPHOID_PRIMED_MULTIPOTENT_PROGENITOR_DN ACOT7 AHNAK AIF1 ALCAM ANXA1 ANXA4 AP3S1 APOBEC2 ARHGAP18 ARSB ASF1B ASRGL1 ATF6 ATOH1 ATP2B4 ATP5IF1 AURKA BAG1 BHLHE40 BSCL2 BSG CALM1 CALM3 CASP1 CCDC50 CCL4 CCR2 CD38 CD44 CD48 CD68 CDCA8 CENPE CENPH CEP55 CHPT1 CHST11 CHSY1 COBLL1 COX17 COX5A CPD CPSF2 CRIP1 CRYBG1 CTSD CX3CR1 CXCR3 CXCR6 DAPK2 DNAJB11 DOCK5 DPCD DSTN EFHD2 ENTPD1 ESCO2 ESM1 F2RL2 FGL2 FKBP2 FKBP5 GALNT3 GEM GGH GIMAP7 GNG10 GNG2 GNPTAB GPR55 GSAP H1-0 H2BC4 H4C9 HIP1 HK2 HMGN2 HOPX HPRT1 HTATIP2 IFITM1 IL12RB2 IL18R1 IL18RAP INSL6 ITGA1 ITGAL ITGAM ITGAX ITGB1 KIF11 KLRC1 KLRC2 KLRK1 KNL1 L1CAM LAIR1 LAMC1 LIG1 LMNB1 LPIN2 MAD2L1 MCM3 MCM4 MCM5 MFSD10 MIS18BP1 MKI67 MTPN MYADM MYL4 MYO1F MYO5A NCAPG NCAPG2 NCAPH NDUFB7 NDUFB9 NIBAN1 NPTN NUDT4 NUP50 ORC6 OSBPL3 OTULIN PIK3AP1 PLAC8 PLEK PMAIP1 PPM1J PRDM1 PRDX4 PRELID1 PRR11 PRR13 PSMD13 PSMD8 PTGR1 PTPN12 PTPRJ PTTG1 PYCARD RAB8B RAD51 RAP1B RAP1GAP2 RAP2A REEP5 RFC3 RNF216 RORA RPA2 RRBP1 RRM1 RUNX2 S100A11 S100A13 S100A8 SAP30 SEPTIN11 SERPINB9 SGO2 SLAMF7 SLC25A24 SMPDL3B SNX10 SNX5 SPC25 STARD10 SWAP70 SYPL1 SYTL2 TACC3 TBX21 THEMIS2 TPI1 TPX2 VIM YBX3 ZDHHC2 ZEB2 GSE15330_HSC_VS_LYMPHOID_PRIMED_MULTIPOTENT_PROGENITOR_IKAROS_KO_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15330_HSC_VS_LYMPHOID_PRIMED_MULTIPOTENT_PROGENITOR_IKAROS_KO_DN AARSD1 ADSL AKR7A2 ANAPC13 ANGPTL4 APOD APPBP2 ARF3 ATG3 ATP6V1A ATP9A ATP9B BCDIN3D BLM BMP8B C5orf22 C7orf25 C8orf33 C8orf76 CBR4 CCDC80 CCL17 CCL4 CCT2 CCT3 CD274 CD320 CD80 CFHR2 CHST15 CLPB COPS7A CPSF3 CSNK1G1 CUTC CYP2C19 CYP51A1 DALRD3 DCAF12 DERA DGCR6 DHX57 DKK3 DUSP2 EBAG9 ECHDC1 ECI1 EFTUD2 EIF3E EIF4E ELOVL6 EPHX1 EPM2AIP1 ERCC3 ERGIC1 ERMP1 EXOC6 FARSA FBXL15 FBXO33 FEM1B FIS1 FOXP1 FUNDC1 GALM GBP4 GHITM GLDC GNL3 GOSR2 GPN1 GRAMD2B HDDC2 HMGCR HMGN5 HNRNPDL HNRNPUL1 HSD17B10 HSPB2 IFNAR1 IFNG IGHM IL18RAP IL21R IMPA1 INPP5K INTS14 IREB2 IRF2BP1 IRF9 JARID2 KCNK10 KDM6A KMT2A KRTAP3-1 LDHB LSM3 LTC4S MAOA MCOLN2 MEF2D METTL3 MFSD4B MGST1 MKKS MMAA MRPL4 MRPL42 MRPL44 MTA1 MTARC2 MTREX NAB2 NBR1 NCF1 NDUFAF5 NEK4 NLRX1 NNT NOLC1 NSMF NTRK3 NUB1 NUDCD2 NUDT13 NUP160 PALS2 PDK3 PEX3 PFKFB1 PHLDA1 PHLDB1 PLD1 PLXNB2 PNPLA2 POT1 PPAN PPP4R3A PPP4R3B PRRG2 PSMB4 PSMB8 PSRC1 PUS10 PYCARD RABL6 RAD51B RBPMS2 REEP5 RIMOC1 RNF135 RNPEP RP1 RRP15 SART3 SDF4 SENP6 SERTAD2 SH3BP2 SKP2 SLAIN1 SLC13A3 SLC25A3 SLC30A9 SLC37A1 SLC4A3 SMARCA5 SPRYD7 SRM STAT4 STK39 SYNJ2 TAPBP TDRP TEFM THAP2 TMCC2 TMEM42 TMEM87A TNFSF14 TOMM7 TOP1 TRIAP1 TSEN15 TWIST2 TXNRD2 UBAC1 UQCR10 URI1 USP25 UTP25 UTRN YBX1 ZBTB32 ZC3H8 ZNF292 ZNF362 ZSCAN21 GSE15330_HSC_VS_LYMPHOID_PRIMED_MULTIPOTENT_PROGENITOR_IKAROS_KO_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15330_HSC_VS_LYMPHOID_PRIMED_MULTIPOTENT_PROGENITOR_IKAROS_KO_UP AEN AFMID ANAPC13 AP4B1 ATG3 ATP5F1A ATP8A1 ATXN1 BCLAF1 BDH1 C11orf58 C1QL3 C3orf14 C5orf22 CACNA1S CALB2 CCDC86 CCT2 CD320 CD80 CDC26 CFLAR CHST15 CHURC1 CILK1 COX6C CPSF3 CSNK1A1 CUTC CYBA DBNL DCXR DDIT4L DGLUCY DKK1 DLK2 DNAJA1 DNAJC12 DR1 DUSP1 EBAG9 ECI1 ECRG4 EEFSEC EIF3I EIF4E EN1 ENTPD7 EPCAM EPM2AIP1 EPS15 ERGIC1 ERI2 EXOC6 EXOSC10 FAM81A FAS FHL2 FOXP1 GGT1 GNE GRK5 H3C7 HADHA HDDC2 HGSNAT HINT3 HNRNPDL HOXB1 HSD17B10 ID3 IFI27L2 IFNG IGHM IMMP2L IMPA1 INTS14 IREB2 ITGAX KCNN4 KLRC3 KMT2A KPNA6 KRBA1 LACTB LARP1 MAN2C1 MAPK1 MAPK8 MAPRE2 MCOLN2 MCOLN3 MED1 MLF2 MRPL44 MRPS6 MTA1 MTERF4 MYF6 MYH2 NAB2 NDUFA7 NEFM NEK4 NMNAT1 NOL11 NSG2 NUDT19 NUDT5 NUP160 NUP85 OLFML2B OXLD1 PABPC4 PARL PCSK1 PICK1 PLAAT3 PLAGL1 PLPBP PPAN PPP2R3A PPP4R2 PRMT2 PRMT7 PRPF38A PRXL2A PSMB6 PSMB8 PSME1 PSRC1 PTPMT1 PTPN9 PTS PXMP2 PYROXD1 RAB3IP RABL6 RAD51 RAP2C RASSF3 RBM17 RBM28 RNF135 RNF7 RPS19 RTL6 SDF4 SFRP5 SH3TC1 SHMT1 SIAH2 SIDT1 SLAIN1 SLC25A17 SLC25A3 SLC37A1 SLFN12L SMYD1 SOX4 SPOP SPTSSB ST6GALNAC4 STARD4 STK39 SYNJ2 TAMALIN TAPBP TBCE TBRG4 TBX3 TBXT THOC7 TIMM50 TM2D3 TMA16 TMEM126A TMEM168 TMEM223 TOMM7 TOR3A TOX TP53BP1 TPRKB URI1 USP25 VRK2 VWA7 WDR46 WDR90 XCL1 XRCC6 YBX1 ZFAND5 ZFHX4 ZNF219 ZNF362 ZNF703 GSE15330_HSC_VS_LYMPHOID_PRIMED_MULTIPOTENT_PROGENITOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15330_HSC_VS_LYMPHOID_PRIMED_MULTIPOTENT_PROGENITOR_UP AAGAB ACADL ACVR1 ADA AGO2 AGPAT3 AHR AHSP ANGPTL2 ANGPTL3 APAF1 AQP7 ARID5A B3GAT1 B3GNT3 BIRC3 BLTP3B BORCS7 BST2 BTK C1orf52 C8orf82 CBX4 CCDC28A CD2 CD53 CDK16 CDKN2D CDYL CHD7 CIPC CLIC4 CNBP CNN3 COL17A1 COX6B2 CPD CRABP2 CREB3L2 CRLF2 CSTA CTNNBIP1 CTSB CYP11A1 DDR1 DDX6 DNAJA2 DNASE2B DTNBP1 DYNLL2 DYNLT4 EAF2 ECM1 EGFL8 EMP1 ENTPD2 ETV6 FABP7 FGFR1 FOXO1 FPR1 FTCD FURIN GALC GIMAP7 GPR146 GPR65 GPX8 GRIK5 GSTM3 GZMB HELZ2 HIF1A HOOK2 ICAM1 ID2 IER5 IFI35 IFITM2 IFITM3 IKZF4 IL18BP IL3RA IL9R INTS5 IQGAP2 IRF8 IRF9 ISG15 JPH3 JUND KLHL36 KMT2A KPNA1 KRTAP8-1 LAGE3 LAMP2 LARP1 LBH LPAR2 LRP1 LRRC57 LYL1 MAN1A1 MAP1B MAP3K5 MAP4K3 MCM4 MCOLN3 MRPL52 MUC1 N4BP1 NACC1 NDRG3 NECAP2 NEFH NFYB NOTCH4 NUDT13 NUDT6 OAS2 OR2S2 PABIR1 PARP12 PGS1 PHF12 PLA2G12A PLAAT3 PPP1CC PPP2R2A PPP3R1 PRDM1 PRIM2 PRKG1 PSMA2 PSMA3 PSMD1 PSMD5 PTGR2 PTPN1 PUM1 RASA1 RBM10 RCHY1 RER1 RNF121 RNF149 RNF157 SAMSN1 SAP30L SEC14L1 SEMA7A SENP1 SERPINB9 SESN3 SFMBT1 SGK1 SHFL SIGIRR SLC66A2 SLC6A6 SLFN12 SNX6 SOCS3 SPSB1 SPSB2 SRPK2 SRXN1 STAT3 STK17B STX12 SYNE2 SYNGR2 TAB2 TBX21 TEAD4 TIE1 TMEM131L TNFSF8 TPR TRIM34 TRIM60 TRIM8 TRPS1 TWSG1 TXNRD1 UHRF1 USP29 UXT VPS54 WDR86 WFS1 ZBP1 ZEB1 ZEB2 ZFP36 ZFPL1 ZNF281 ZNF574 ZNRF1 GSE15330_HSC_VS_MEGAKARYOCYTE_ERYTHROID_PROGENITOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15330_HSC_VS_MEGAKARYOCYTE_ERYTHROID_PROGENITOR_DN ABCA1 ABCD3 ABCE1 ABRAXAS1 ACTN1 ACVR2A ADCY6 ADGRG5 AFP AGK ALS2CL AMPD1 ANGPTL1 AP1AR ARHGAP15 ARID4A ATM BACH2 BCOR BOLL BTLA CCR7 CCR9 CD2AP CEP68 CEP97 CHD4 CHST15 CNGA1 CNN3 CRLF3 CRYL1 DAPL1 DCAF6 DDC DGKA DKC1 DNAJC7 DPP4 DSE DZIP1 ELK4 EML5 FAM78A FCHSD2 FILIP1L FNTB FOXK1 GART GIGYF2 GRIA3 HDAC4 HMGCS1 HSPBAP1 ICE2 ID3 IFNGR2 IFT80 IGF1R IGFBP4 IGFLR1 IKBKE IL6R IL6ST INSR IRS2 ITGAE IZUMO1R KLHDC1 LARP1 LDHB LDLRAP1 LMBR1 LRIG1 LRP6 LRRC1 LYRM7 LZTFL1 MAGI3 MAP3K3 MDN1 METTL8 METTL9 MGST2 MIGA1 MIR20A MTSS1 MYC MYCBP2 N4BP2 NEDD4L NIPAL1 NRROS NSG2 OVGP1 PATJ PCGF6 PDK1 PELI1 PLEKHO1 POLR1E PPCDC PRMT3 PRRG1 PTK2 QSER1 RAB3IP RAI1 RAMP1 RAPGEF4 RAPGEF6 RCN2 RFLNB RGS10 RNF122 RNF167 RPS26 RRAS2 SCAPER SCMH1 SCML4 SELE SELL SEMA4B SESN1 SESN3 SFMBT2 SH3BP5 SI SLC16A5 SLC17A9 SLC25A27 SLC49A4 SLC6A19 SNHG1 SPACA1 SSBP2 ST6GAL1 ST8SIA1 TASOR2 TDGF1 TDRKH TENT5A TET1 TFPI TGFBR3 TLR1 TMIE TNFSF8 TOM1L2 TOP2B TPCN1 TRAT1 TREML2 TRIB2 TTC27 TTC28 TTC3 USP28 USP32 USP53 UTP25 WDR43 WDR77 WLS XKRX ZBTB20 ZNRF1 GSE15330_HSC_VS_MEGAKARYOCYTE_ERYTHROID_PROGENITOR_IKAROS_KO_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15330_HSC_VS_MEGAKARYOCYTE_ERYTHROID_PROGENITOR_IKAROS_KO_DN ACAA2 ADAM10 ADAM19 ADCY4 AKNA AKR1B1 ANP32A ANTXR1 APOB AREG ARR3 B3GNT2 BDKRB2 BEX3 BHLHE23 C8orf76 CA2 CADM1 CARMIL1 CAST CCDC102A CCDC86 CCL20 CD274 CD3G CD72 CD84 CD96 CKB CLCF1 CLDN23 CNIH4 CNTN6 COL8A1 COX6C CPA3 CSRP1 CST9L CTSV CUX2 CXCL10 DENR DNAJA3 DNAJC15 DPY30 DUSP6 ECI1 EDARADD EEF1AKMT1 EFNA5 EMC9 EMP3 ENPEP EPAS1 EPB41L2 EPS15 EVI2A EVX2 FABP6 FABP9 FAM184B FAM89B FASLG FBXL3 FCGR2A FOXB1 FYCO1 G6PC1 GJB6 GLIPR1 GM2A GOLM1 GPR153 GRIA4 GTF2IRD1 H2AC25 HAGH HLA-G HMGN5 HNRNPLL HOXB7 HVCN1 ID4 IGF2R IKBKB IMP4 INTS6L IRF6 ISCU ITGA6 ITM2A KRT7 KRTAP20-2 LACTB LAD1 LMOD2 LONP2 LTF MAL MAPRE1 MAPRE2 MBOAT7 MBP MCCC2 MMD MPC2 MRPS33 MSRA MYLIP NEK7 NID1 NKD2 NKX2-8 NRK NUDT9 OMD OSMR OXLD1 PAG1 PDC PDCL3 PDE7A PDLIM4 PECR PHLDA1 PHLDB1 PIGP PIP4K2A PLEKHA2 PPP3CA PRDM5 PTH1R PUM3 RAB11A RAB11B RASGRP4 RBX1 REEP3 RENBP RHOV RILPL1 RPS6KA2 RRAS2 RTBDN RTL6 SARDH SCNN1A SELENOV SERPINC1 SESN1 SH2D1A SH3BP5 SH3KBP1 SIRT2 SIT1 SLC17A2 SPINT2 SPTLC1 SRFBP1 SRPX2 SSBP3 SSTR3 ST8SIA1 STAG2 STX1A SUCO SYNJ2 TBL1X TBL1XR1 TBXAS1 TCEAL9 TGDS TIMP2 TMCO6 TMEM243 TMEM258 TMEM38B TNFAIP8L1 TNFRSF17 TNFRSF1B TNFSF11 TNNT2 TPGS2 TRAPPC1 TRIB3 TSHR TTC3 TTC7B TUBB2A TUFT1 UCN2 UFSP2 UNC50 UPB1 VAT1 VPS13C WNT1 XCL1 YEATS4 GSE15330_HSC_VS_MEGAKARYOCYTE_ERYTHROID_PROGENITOR_IKAROS_KO_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15330_HSC_VS_MEGAKARYOCYTE_ERYTHROID_PROGENITOR_IKAROS_KO_UP ABCA1 ACSBG1 ACVR2A ADRA1A AGPAT3 AK1 ALDH3A2 ALDH7A1 ALPK2 ANP32A APP ARAF ARF5 ARHGDIB ATOSB ATP6V1D B4GALT1 B9D2 BLCAP CASP8 CCDC88C CD44 CFAP36 CFH CFP CHAF1B CHD7 CHFR CHMP2A CHPT1 CHUK CISH CKS2 CMTM3 CNN2 COG6 COL19A1 COX19 CPD CREB3L2 CTDNEP1 CTLA4 CTNNA1 CTSA CTSB CTSK CTTN CXCR3 CYRIB DALRD3 DAPP1 DCTN3 DDX4 DENND10 DGKA DOCK1 ECI2 EGR1 EPB41L2 ERP44 F13B FLOT1 FLT3LG FNDC3A FRYL FURIN FXYD5 GAL GIPC2 GJA1 GLRX GM2A GMPR2 GNB3 GNPDA1 GRAMD1A HIF1A HK1 HNRNPC HYCC1 ICAM1 IER3 IER5 IFFO2 IGFBP4 IL17RA ILKAP INHBA INTS6L IRF4 ITM2C JMJD8 KAT2B KAZALD1 KCTD10 KLF6 LAMTOR3 LAT LBH LCK LDHA LDLRAD4 LGALS3BP LMNB1 LPP LRRC8C LYSMD3 LZTR1 MAF MAFF MANF MAP3K14 MARCHF6 MDP1 MIDN MKRN3 MOB3B MORC3 MRPL57 MST1 MVB12A MVP MYD88 NAT9 NDUFB11 NDUFC2 NEAT1 NT5E P4HA1 PAGR1 PHLDA1 PIK3CA PITPNM1 PLA2G12A PLAGL2 PLEC PLEKHO1 PLTP PML PNPO POFUT1 POLR2E PRDX5 PRPSAP2 PRR12 PTPN1 RAB18 RAB3IP RAC2 RALBP1 RALGAPA1 RHPN1 RIOK3 RPS6KB1 RRAD SATB1 SDCBP2 SDF4 SEC24D SEC61G SGK1 SLC25A19 SLC2A1 SLC39A1 SMARCD1 SMPD2 SPHK1 SS18 SSX2IP ST8SIA2 SUCLG1 SUGT1 SUSD6 SYP TALDO1 TBC1D10B TBC1D19 TCN2 TFEB TIMP2 TLX3 TM2D3 TMED3 TMEM14C TMEM158 TRPS1 TRPT1 TSC22D4 TSHZ1 TXK TXN UBALD2 UBLCP1 UQCC2 UQCRFS1 VIM VPS33B VPS54 YPEL3 ZDHHC20 GSE15330_HSC_VS_MEGAKARYOCYTE_ERYTHROID_PROGENITOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15330_HSC_VS_MEGAKARYOCYTE_ERYTHROID_PROGENITOR_UP ABCA1 ABCG1 ABTB3 ACTN1 ADCY6 ADGRG5 AFP AGK AMPD1 ANGPTL1 AP1AR APPL2 ARHGAP29 ARHGAP35 BACH2 BCKDHB BCOR BEND5 CAND1 CARD6 CARNS1 CCR7 CHST15 CNGA1 CREBL2 CUX1 CYLD DAPL1 DCAF6 DDC DNTT DPH5 DZIP1 ELMO3 EML5 EPC1 EPHX1 EVL EXOSC10 EYA2 FAM78A FOXK1 FOXO1 FOXP1 GAR1 GPATCH4 GRAP2 GRIA3 HSPBAP1 ICE2 ID3 IFNGR2 IFT80 IGF1R IGFBP4 IGFLR1 IKBKE IL27RA IL6ST IL7R INSR IPCEF1 ITGAE IZUMO1R KDM5B KIZ LDHB LDLRAP1 LEF1 LRCH3 LRIG1 LRP6 LRRC1 LYRM7 MAP3K3 MDC1 MDN1 METTL8 MGRN1 MGST2 MIR20A MTSS1 MYC N4BP2 NEDD4L NKD2 NPFF NSG2 PALS1 PARP6 PATJ PDK1 PIK3IP1 PLEKHA1 POLI POLR1A POLR1G POU2F1 PRMT3 PRSS12 RAB3IP RAB6B RALGPS2 RAMP1 RAPGEF4 RAPGEF6 RASGRP1 RFX1 RGS10 RIC8B RNF122 RNF144A RNF167 RPL19 RPS29 RUFY2 S1PR1 SBSN SCMH1 SCML4 SELE SELL SESN1 SH3BP5 SH3PXD2A SIDT1 SLC11A2 SLC12A7 SLC14A1 SLC16A5 SLC25A27 SLC49A4 SPACA1 SSBP2 SSH2 ST6GAL1 ST8SIA1 TANC1 TCF7 TDGF1 TDRKH TET1 TGFBR3 TIMP2 TLR1 TNIK TOM1L2 TRAT1 TREML2 TTC28 TTC3 USP24 USP28 UTP25 WLS XKRX ZBTB20 ZBTB4 ZEB1 ZMYM2 ZNF318 ZNRF1 GSE15330_HSC_VS_PRO_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15330_HSC_VS_PRO_BCELL_DN ABCB10 ABCB6 ABHD15 ABHD17A ACAD9 ADGRA3 AKR1A1 AKR1B15 ALDH18A1 AMACR ANGPTL4 ANP32A ARHGDIB ARMT1 ARSA ATL2 ATOSB ATP10A AZIN1 B9D1 BAG2 BDH1 BMP1 BORCS5 BPNT1 BRDT CALCRL CCDC92 CD37 CEP19 CHEK2 CIR1 CMTR1 COA7 COX15 CTBS CTSW CTTN DACT1 DCTN1 DHRS1 EIF2B2 ELOF1 EMD EMSY ENKD1 ERH ESYT1 ETFA ETFDH FAAH FAM216A FANCE FUOM GAS8 GATM GCNT1 GLIPR2 GNG2 HDAC6 HDLBP HEXIM1 HOXA3 HRAS HSD11B2 HSD17B8 HTR3A ID1 IER3 IFT27 IFT74 IFTAP IL1R1 IL4R INPP1 IPO9 ITGB7 KAT2B KLF1 KLF6 LAMTOR5 LDHA LEF1 LIMD1 LPCAT1 LRRTM1 LTA MICAL1 MICU1 MOB4 MORF4L2 MPI MPND MROH1 MRPL4 MRPL49 MRPS34 MTERF2 MXI1 MYEF2 MYOF N4BP3 NAAA NCF1 NCOA3 NDE1 NDUFB10 NDUFS2 NDUFS5 NECAB2 NEK6 NES NIBAN2 NIPSNAP1 NME7 NSG2 NSMCE4A NUDC NUDCD1 NUDT13 NUMBL OTUD6B PARP2 PARP9 PC PCBP1 PCBP4 PHF13 PIWIL2 PLEKHF1 PLEKHS1 PMS2 POLE3 PRKCB PRKDC PROCR PTGR2 PYCARD RAB9A RAC1 RALB RAMP1 RANBP1 RASAL3 RBMX2 RCBTB1 RIF1 RPAP1 RRAGD SDHA SEC61A1 SEPTIN1 SIGIRR SIKE1 SIPA1 SLC25A13 SLC2A8 SMARCC1 SMC1A SMPDL3A SNRNP40 SPTBN1 SQLE SREBF1 SRPK1 STAB1 STARD7 STK10 TADA1 TBC1D1 TCEAL8 TCEAL9 TCF25 TEDC1 TESC TEX264 TIMM50 TIPARP TLE5 TMEM128 TMEM143 TMEM243 TMEM9 TMLHE TNPO1 TOB2 TSPAN6 TTL TUBB4B UAP1L1 UBE2E2 UBL4B UFSP2 VAMP8 VEGFB VWA1 XPO5 XRCC6 ZNF410 ZNF706 GSE15330_HSC_VS_PRO_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15330_HSC_VS_PRO_BCELL_UP AAK1 ABCA2 ABHD17A ABHD8 ACTB ACYP2 ADCY7 AGPAT3 ALDH9A1 APOOL ASB3 BOLA1 BRD3 BRDT BSCL2 C12orf29 C1QTNF12 C3orf14 CAB39L CALCRL CCN4 CCR6 CD247 CD48 CDKN2AIPNL CHCHD7 CLTB CMTR1 CNOT9 COMT COX6A1 COX6B1 CPTP CRAMP1 CRYBG1 CTSE CUEDC2 CYBA CYTH1 DDRGK1 DEK DHRS3 DNAJC3 EBPL EEF1B2 EFCAB2 EIF4ENIF1 ELAC1 ELP4 EMILIN1 EML3 EPSTI1 ESYT1 FAAH FABP5 FAF1 FAM149B1 FAM174A FAM3C FAM76A FANCG FGFR1OP2 FLT3LG FOXRED1 FTSJ1 FUNDC1 FYB1 GATD3 GIMAP4 GLE1 GLOD4 GLRX GLUD1 GPAA1 GPR89B GPSM3 GRAMD2B HACL1 HCLS1 HDAC6 HERC1 HINT2 HMGCS1 HUS1 IFT122 IFT27 IFT74 IGSF9 IPO9 IPP ITGB7 KATNBL1 KLF3 KLF6 KLHL7 LAG3 LEF1 LIAS LZTR1 MAP3K4 MAP4 MBNL1 MBNL3 MCM2 MFAP2 MRM2 MRPL14 MTMR4 NABP2 NAP1L1 NCAPH2 NDUFA8 NDUFA9 NEK7 NSG2 NSMCE4A NTPCR NUCB1 NUDT14 NUP88 OSTF1 PATZ1 PC PDE7A PEA15 PEX7 PFKFB1 PFN1 PGM2 PHKA2 PITPNC1 PNN POLE3 PPP1CC PPP1R7 PRADC1 PRKCB PSMD9 RAB34 RABGAP1L RASAL3 RBMX2 RCBTB1 RCSD1 RDM1 RFX1 RNF187 RNGTT RNH1 RPA3 RPRD1B RTTN SCARB1 SEC24D SELPLG SEPTIN8 SGCB SH3YL1 SLC25A42 SLC39A1 SLC4A8 SMARCC1 SMIM14 SNCAIP SPTSSA SREBF1 SRPK2 SSRP1 ST6GAL1 STARD3NL STK11IP STK26 STK3 STX7 SUMF1 TBC1D1 TCF7 TLCD2 TM4SF5 TM9SF1 TMEM128 TMEM158 TOMM40L TOPBP1 TRAPPC13 TRDMT1 TRIM37 TSEN15 TUBD1 TUBG1 TXK UNC119 VDAC1 WASHC3 ZBTB8A ZDHHC12 ZMYM1 ZNF207 ZNF362 ZNF410 GSE15330_LYMPHOID_MULTIPOTENT_VS_GRANULOCYTE_MONOCYTE_PROGENITOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15330_LYMPHOID_MULTIPOTENT_VS_GRANULOCYTE_MONOCYTE_PROGENITOR_DN ABHD4 ACP2 ACSF3 ACYP1 AGL ANAPC1 ANAPC13 ANGPTL4 AP3S1 APOBEC1 APOOL ASRGL1 ATCAY ATE1 ATP5F1A ATP5PB BEX3 BIRC2 BSCL2 BSG C16orf87 CA2 CALHM2 CAMK4 CAPG CAPN10 CAPZA1 CD109 CD38 CD48 CDKN1B CDKN2AIPNL CFAP20 CHFR CLDND1 CLPB CLPP CMTR1 CNIH1 CNOT9 COX5A CPT1A CTNNA1 CUTA CXCL13 CYB5A DCAF15 DCTN2 DEK DHX57 DNAJC15 DOCK8 DUSP10 DXO DYNLRB1 EBPL EEF1AKMT1 EGLN3 EHD4 EIF4E3 FAH FANCG FERMT3 FLT3LG FMNL1 FNTA G3BP2 GALE GEMIN2 GJA1 GLOD4 GLRX GLTP GMPR GPSM3 GRHPR GRN GTPBP2 HAUS1 HDLBP HERPUD1 HNRNPUL1 HRAS IDH2 IDNK IFT27 IFTAP IGSF9 IL15 IL2RB ILK IMPA1 INSL6 IPO9 IPP IQGAP3 ITGB1BP1 KCTD1 KLHL7 LAMTOR3 LCLAT1 LMNB1 MAD1L1 MBNL3 MFSD6 MGME1 MPC1 MPDU1 MRPL10 MRPL14 MRPL46 MRPL50 MTMR14 MTMR4 MXI1 MYL10 NDUFA8 NDUFS2 NEK7 NFIA NIBAN2 NRDE2 NT5C NUP88 OSGIN2 OSTF1 PANX1 PARP9 PBDC1 PEA15 PFKL PHGDH PHKB PIGR PLEC PLEKHA2 PPIB PPP1R3C PRDM5 PRPS1 PRXL2A PRXL2C PTPN1 RAB22A RABGAP1L RAD21 RBM10 RBM7 RCSD1 RECQL RMND1 RNASEL RNF14 RNF5 RNGTT RYK SAAL1 SARAF SAT1 SCAF11 SEPTIN8 SERPINB9 SERPINE2 SERPINI1 SLAIN1 SLC4A8 SLF1 SMARCAL1 SPAG5 SSBP4 STARD3NL STAT4 SUPT20H TANC1 TDP2 TLCD2 TMCC2 TMCO6 TMEM129 TMEM134 TMEM216 TMEM9B TNFSF11 TOR3A TRPV2 TSPAN13 TTC7B TUBB4B TXNRD2 UBAC1 USF1 USP39 VRK2 WIPF1 YIPF3 YIPF4 ZBTB14 ZDHHC12 ZNF518B ZNF808 GSE15330_LYMPHOID_MULTIPOTENT_VS_GRANULOCYTE_MONOCYTE_PROGENITOR_IKAROS_KO_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15330_LYMPHOID_MULTIPOTENT_VS_GRANULOCYTE_MONOCYTE_PROGENITOR_IKAROS_KO_DN ACOT7 ACP5 ACSL4 ACVRL1 ADAM9 ADRA2C ADRB3 AEBP2 AGTPBP1 AHNAK AKAP12 ANKRD33 ANXA7 AP1G2 ARF4 ARF6 ASB17 ATOSB ATP6V0B ATP6V1D AVPR2 B3GAT3 BANF1 C1S C2CD2L CA13 CASQ2 CCNC CCSAP CD6 CDS2 CHST14 CHST3 CLIP1 CNOT8 CRTAP CRY1 CRYBG3 CXCR5 CYP39A1 CYP4A22 DAP DDX54 DENND10 DOK1 EBF1 EEF2K EID1 EIF6 EMILIN1 EMP3 ENPP2 ERC1 ERCC2 EVC FAM50A FBXO6 FCHO1 FES FKBP11 FMNL1 FNDC3A FOXO1 FRMD8 FURIN GABARAP GADD45G GALE GFOD2 GGACT GJA1 GLIPR2 GM2A GNG2 GORASP2 GRAMD4 GSTM5 HAUS4 HIF1A HIKESHI HOOK2 HSPA4L HVCN1 IER3 IFNGR2 IL17D IL6R IL9 IZUMO1R KCNMB4 KCTD17 KIAA1191 KIF3A KLF10 KLF9 KLHL9 KLK10 KRT84 LAMTOR1 LGALS3 LIF LIME1 LRBA LSG1 MAPK3 MAPK7 MED11 MEF2B MFSD6 MGP MGST3 MNT MTMR4 MXI1 MYBL2 MYO10 NCBP2AS2 NDST1 NECAP2 NFIL3 PBX2 PCBP4 PDZD11 PIAS2 PLCG2 PLEC PLXNA1 PMEPA1 POR POU1F1 PPP1R3F PPP3CB PRAF2 PRNP PRR14 PTBP3 PTPN1 PXK PXN RAB11A RACGAP1 RALB RBMS2 RELL1 RFFL RFXAP RGCC RGS10 RIPK3 RNF130 RPS16 SAR1A SDC3 SERINC1 SERTAD1 SGK1 SGO1 SHCBP1 SLC12A7 SLC16A6 SLC35E4 SLC41A1 SLC44A2 SLC66A1 SMDT1 SMPD5 SMTN SNAP29 SPRED1 SSBP4 ST3GAL4 STAB1 STAB2 STK38 STX4 TBC1D1 TBC1D19 TEX261 TIPARP TLE2 TM9SF3 TMED3 TMEM134 TMEM163 TMEM184B TNK1 TRIP10 TRPS1 TSPO TTL TXK TXNDC17 UBE2V1 UBL3 ULK2 UNC13A UNC5C VPS29 XYLT2 ZNF565 GSE15330_LYMPHOID_MULTIPOTENT_VS_GRANULOCYTE_MONOCYTE_PROGENITOR_IKAROS_KO_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15330_LYMPHOID_MULTIPOTENT_VS_GRANULOCYTE_MONOCYTE_PROGENITOR_IKAROS_KO_UP AARD ABCA3 ACSL5 AKR1A1 AKR1B10 ALCAM ANAPC1 APOOL ARL4A ASTE1 ATM BAG2 BCAP29 BPHL C11orf58 C1QBP CASP1 CCDC47 CCDC90B CCN4 CCNE1 CDK1 CDKN1A CEBPZOS CELSR1 CLCF1 CLPP COMTD1 COPS7A COX17 CUBN CYBA CYTH3 DBT DCAF12 DDB2 DDX39B DENND2D DFFB DGKE DMD DNAJC28 DUSP2 DUT ERAL1 ETFA EXTL3 EZH2 FAM53A FAM81A FANCF FBXL20 FBXO11 FEN1 FGR FNBP4 FOXK1 FOXO3 FUNDC1 GBP6 GMPR GNPAT GPHN GRIA3 GTF2H1 GTF2H3 HERC4 HMGCS1 IDH3A IFNG IFT27 IGF1R IGSF9 IL2 ILF3 IMMT IRAK1 KANSL2 KDM2B KRBA1 LACTB LHPP LHX2 LSM3 LYPLAL1 LYSMD2 M6PR MAPK1 MAPK8 MAPRE2 MCCC1 MDM2 MGST2 MINDY3 MLLT3 MRPL16 MRPL21 MRPL22 MRPL45 MRPS14 MTHFS NAA20 NABP2 NASP NCAPG2 NCOA2 NEDD9 NFKB2 NFKBIA NOTCH2 NR3C1 NTRK3 NUCKS1 NUDCD1 NUFIP1 NUP188 NUP37 NUP85 OCIAD1 PANK1 PARN PHB1 PHIP PHLDB1 PHYKPL PIP4K2A PLPP1 POLK POLR2G PPCDC PPIC PPIF PPM1A PPP4R2 PPP4R3B PRPF8 PTCD2 PTPRCAP PURG RAMP3 RARG RCCD1 RGS2 RGS3 RHOD RNF123 RNF135 RPAP3 RPRD1A S100A11 SCFD1 SDHA SEC11C SELENOS SEPTIN2 SERPINB9 SF3B3 SFT2D1 SGMS1 SHPRH SLC9A8 SLFN13 SMARCA2 SMC3 SRPK2 STAG2 STAT6 STK3 STMP1 SUGP1 SYNGR2 SYNJ2 TCF7 TDP2 TM2D3 TM9SF4 TMC6 TMEM19 TMEM243 TMEM35A TMEM71 TNFRSF14 TNFSF8 TOP3B TOPBP1 TPRA1 TRAF5 TRPT1 TSTD1 TUBGCP5 USP1 USP29 WARS1 WASHC3 WDR26 XIST XRN1 ZNF654 GSE15330_LYMPHOID_MULTIPOTENT_VS_GRANULOCYTE_MONOCYTE_PROGENITOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15330_LYMPHOID_MULTIPOTENT_VS_GRANULOCYTE_MONOCYTE_PROGENITOR_UP ABCG8 ACKR4 ACTR3 ADAM10 ADCY8 ADCYAP1 ADGRE5 ADH1C ADSS1 AGBL5 ANAPC13 ANKRD22 ANXA10 AOAH AP3S1 APIP APOBR ARL6IP4 ASF1A ATL3 BCKDHB BDH1 BRCA2 BRCC3 BTBD2 C12orf57 C6orf62 CA6 CACNA1A CASP2 CASP8 CATSPER1 CAVIN1 CBX4 CD3G CD99 CDCA3 CDK1 CDKN2C CEL CEP19 CEP89 CHTF8 CHURC1 CNTNAP2 COLQ COPG2 COPS6 COQ8B CRKL CYS1 DCX DGUOK DPP8 DUOXA1 DUSP9 DYNLT1 ECHDC1 EDN2 EIF3B EMC10 ENO3 ENSG00000285566 EPSTI1 ERMP1 FASLG FBXO4 FIGNL1 FNBP1 GPR143 GPR19 GSTM2 GSTZ1 HAUS7 HEPH HIVEP1 HLCS HMMR HOXB3 HPCAL1 IFITM3 IL36A INPP4A INTS6L IRF2 ITM2A JARID2 JUND KALRN KCNE1 KCNK1 KHK KIF11 KIF17 KIF20A LAD1 LGALS7 LRFN1 LXN MAPRE2 MATK MCM10 MGP MGST2 MINPP1 MMP3 MNS1 MRPL14 MRPL16 MRPL4 MTA1 MYH1 MYL6B MYO1B NAB1 NDUFA8 NDUFS8 NEIL3 NFE2L2 NFE2L3 NFKBIE NGLY1 NIT1 NPEPPS NUB1 OARD1 OAT OXSM PARK7 PAX7 PCCA PCDHB4 PECAM1 PIP4K2A PPM1G PSD PSME1 PSMG1 PSPH PTPRCAP RAD54L RAPGEF6 RASA1 RBBP8 RDH10 REEP5 RIPOR2 RLN1 RTN4IP1 S100A11 SAA2 SAMSN1 SCG3 SCN3A SDHAF4 SDHD SELENOH SEPTIN7 SFXN1 SHOX2 SIDT1 SKA2 SLC22A2 SLC25A42 SLC25A51 SLC30A3 SLC41A3 SLC45A3 SMPDL3A SND1 STK10 SWAP70 TAL2 TBL1XR1 TCTE1 TEX101 TGFA TMEM37 TMEM38B TMEM71 TNFSF11 TNS1 TPM2 TPRG1L TRAF5 TRIM21 TRIM31 TRPC4 TSEN15 UAP1L1 UBALD1 UBAP2L UBR7 UFC1 VPS26C ZKSCAN3 ZMIZ2 ZNF395 ZNF426 GSE15330_LYMPHOID_MULTIPOTENT_VS_MEGAKARYOCYTE_ERYTHROID_PROGENITOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15330_LYMPHOID_MULTIPOTENT_VS_MEGAKARYOCYTE_ERYTHROID_PROGENITOR_DN AATF ABHD17C ACSL5 ADAM10 ADAT2 ADD3 ADH1C ADI1 ANGEL1 ANKRD33B ANKRD44 AP1M2 ARFRP1 ARHGAP31 BAP1 BAZ2B BCAS2 BCR BID BMI1 BRI3 BZW2 C8orf33 CCDC80 CCL1 CCL4 CCSAP CCT4 CD274 CD320 CD3G CD4 CDC37 CDK14 CDKN2AIPNL CEACAM21 CHCHD7 CHRND CHST10 CLDN6 CLPP CMA1 COPS7A CORO2A COX5A CPNE1 CRYL1 CXADR CXXC5 DCPS DDT DDX19A DDX24 DGKZ DNLZ DOCK8 DPF1 DSPP EBAG9 EPB41 EPS15 EVI2A FBXW8 FGF13 FOXB1 FUT7 GABRQ GBP6 GCAT GCLC GID4 GLRA1 GML GNPNAT1 GPHN GRAMD4 GRID2IP GUCY1A1 GYPC HAS3 HERPUD2 HKDC1 HMGCL HOXC13 HTRA1 IGFBP5 IGFLR1 IPO11 IYD KCNJ10 KCNN4 KDM2B KLF1 KRT27 KRT7 LARGE1 LATS2 LGALS2 LNX2 LUC7L MRPL37 MRPS14 MRPS24 MTG2 MTREX MTX1 MYCBPAP NAB1 NAB2 NCKAP1L NDRG1 NFATC2IP NFE2L1 NFKBIZ NGRN NLRP3 NME5 NPPC NR4A1 NRTN OAT PABPC1 PARP8 PELP1 PER1 PES1 PF4 PGF PHB2 PHF20 PIN1 PLEKHA1 PLEKHB1 PLEKHH1 PLRG1 PMPCB PPCDC PRPF4B PRXL2B PSMD14 PUS7 QSER1 R3HCC1 RABGGTA RAN RNF25 RPIA RPS6KA1 RSL24D1 RUVBL2 SCN3A SEC14L1 SELENOP SENP3 SH2D2A SIAH2 SLAMF9 SLC19A1 SLC25A20 SLC26A4 SLC5A4 SLC6A18 SLC7A8 SLURP1 SMARCC1 SPHK2 SPON2 SPRYD7 SRF SRM ST8SIA5 STAT4 STAT6 STK16 STK39 STMN1 STS TACC2 TARBP2 TIMM50 TMEM229B TNFAIP3 TNFRSF11A TNFSF11 TNNT2 TNP2 TNPO1 TOP1 TRIP10 TXNRD3 UBE2E2 VASH2 VAV3 VIPR1 WNK1 XCL1 XRCC6 ZC3H10 ZEB2 ZNF334 GSE15330_LYMPHOID_MULTIPOTENT_VS_MEGAKARYOCYTE_ERYTHROID_PROGENITOR_IKAROS_KO_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15330_LYMPHOID_MULTIPOTENT_VS_MEGAKARYOCYTE_ERYTHROID_PROGENITOR_IKAROS_KO_DN ACOT7 AHNAK AIF1 ALCAM ANAPC13 ANXA1 ANXA4 AP1S2 AP3S1 APOBEC2 ARF6 ARHGAP10 ARHGAP18 ARSB ASRGL1 ATF6 ATOX1 ATP2B4 ATXN1 BAG1 BEX3 BHLHE40 C6orf89 CALM2 CALM3 CAPN2 CARHSP1 CASP1 CASP4 CCDC50 CCL3 CCL4 CCL5 CCR2 CD44 CD48 CD63 CD80 CHPT1 CHST11 CHSY1 CKS2 CLIC4 COBLL1 COX17 CRIP1 CRYBG1 CWC15 CXCR3 CYSLTR2 DAPK2 DDX28 DGKH DOCK5 DSTN DUSP5 ECH1 EFHD2 ENTPD1 ERRFI1 ESM1 FGL2 GABARAPL1 GALNT3 GAPDH GEM GGH GIMAP7 GMDS GNG10 GNG2 GNPTAB GSAP GZMA GZMB GZMK H1-0 H2BC4 HOPX HTATIP2 ID2 IFNG IFNGR1 IL18R1 IL18RAP INSL6 ITGAX ITGB1 KLRC1 KLRC2 KLRG1 KLRK1 LAIR1 LAMC1 LEPROT LGALS1 LILRB4 LPIN2 LXN LY6S MARCKSL1 MED7 MPHOSPH6 MYADM MYL6 MYO1F NCALD NDUFA1 NDUFS6 NFIL3 NFKBIB NIBAN1 NKG7 NLN NPTN NR4A1 NRP1 NUDT4 OSBPL3 PACSIN2 PCGF2 PERP PGLYRP1 PHF11 PHLDA1 PIK3AP1 PLEK PLSCR1 PMAIP1 PPM1J PRDM1 PRDX4 PRF1 PRKAR2A PRKX PRR13 PTMS PTPRJ RAP1GAP2 RAP2A RBM47 REEP5 RGS1 RILPL2 RNF216 RORA RPA2 RUNX2 S100A10 S100A11 S100A13 S100A4 S100A6 S100A8 S100A9 SAP30 SERPINB9 SLA SLAMF7 SLC25A24 SLC4A7 SMPDL3B SNX10 SPTY2D1 SRGN STARD10 SUB1 SWAP70 SYPL1 SYTL2 TBX21 TCEAL9 TIGIT TMEM163 TTC39C TXNDC17 YBX3 ZDHHC2 ZEB2 GSE15330_LYMPHOID_MULTIPOTENT_VS_MEGAKARYOCYTE_ERYTHROID_PROGENITOR_IKAROS_KO_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15330_LYMPHOID_MULTIPOTENT_VS_MEGAKARYOCYTE_ERYTHROID_PROGENITOR_IKAROS_KO_UP ABCA1 ACTN1 ACTN2 ACVR2A ADCY6 ADGRG5 AFP ALS2CL AMPD1 ANGPTL1 APPL2 ARHGAP15 ARHGAP5 BACH2 BCKDHB BCOR BEND5 CCR7 CCR9 CD2AP CEP68 CEP97 CHST15 CNGA1 CNN3 CNR2 CRLF3 CUX1 CXXC5 CYTH3 DAPL1 DCAF6 DDC DNTT DPH5 DPP4 DZIP1 EML5 FAM169BP FAM78A FNTB FOXK1 FOXO1 FOXP1 FXYD4 GRAMD1A GRIA3 GTF2I HDAC4 HDAC7 HSPBAP1 ICE2 ID3 IFNGR2 IFT80 IGF1R IGFBP4 IGFLR1 IKBKE IL27RA IL6R IL6ST INSR ITGAE IZUMO1R KLHDC1 LDHB LDLRAP1 LEF1 LRIG1 LRP6 LRRC1 LYRM7 MAP3K3 MAP4K5 MDN1 METTL8 METTL9 MIGA1 MIR20A MTSS1 MYC N4BP2 NEDD4L NLK NPFF NSG2 OVGP1 PANK4 PATJ PATZ1 PDK1 PLCB2 PLEKHA1 PLEKHO1 POLI POLR1G PPCDC PRMT3 PRRG1 QSER1 RAB3IP RAI1 RALGPS2 RAMP1 RAPGEF4 RAPGEF6 RAVER2 RFLNB RGS10 RNF122 RNF144A RNF167 RNF32 RNF38 SCMH1 SCML4 SELE SELL SESN1 SESN3 SETD7 SFMBT2 SH3BP5 SH3PXD2A SI SLC11A2 SLC12A7 SLC16A5 SLC17A9 SLC25A27 SLC27A6 SLC43A2 SLC49A4 SLC6A19 SMAD1 SNHG1 SPACA1 SSBP2 ST6GAL1 ST8SIA1 STAMBPL1 TANC1 TCF20 TCF7 TDGF1 TDRKH TET1 TGFBR3 TLR1 TNRC6C TOM1L2 TRAT1 TREML2 TTC28 TTC3 USP24 USP28 USP53 UTP25 WLS XKRX ZBTB20 ZC3H12B ZEB1 ZNRF1 GSE15330_LYMPHOID_MULTIPOTENT_VS_MEGAKARYOCYTE_ERYTHROID_PROGENITOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15330_LYMPHOID_MULTIPOTENT_VS_MEGAKARYOCYTE_ERYTHROID_PROGENITOR_UP AAAS ACAD9 ACP6 ACSL5 ADAMTS10 AGT ANAPC1 APAF1 APOOL ARF3 ARL16 ASB13 ASB3 BDH1 BFAR BOD1L1 BSPRY BTG1 C11orf58 C16orf87 C1QBP C1QC CADM1 CBX4 CD27-AS1 CD320 CDKN1A CEBPZOS CIT COMTD1 COPRS COPS7A COX15 COX20 CPA2 CTRL CYBA DAB1 DALRD3 DBT DCAF12 DDX39B DENND2D DGKE DGLUCY DNAJC27 EHD3 EIF1AX ELP3 EML3 EPCAM ERAL1 ETFB EXTL3 EZH1 FAIM FAM81A FANCF FBXL6 FBXW9 FEN1 FNBP1 FNBP4 FOXRED1 GBP4 GOLGA4 GRIA3 GSAP GTF2H3 GUSB GYPC HEATR1 HIBADH HMGCS1 HUS1 IDH3A IFT27 IGF2BP3 IL2 INTS6 IRAK1 ITIH5 ITPR2 KMT2A LHX2 LIPT1 LRR1 LYSMD2 M6PR MAD2L1 MANBA MAPRE2 MED12 MED28 METTL6 MLLT3 MLST8 MMUT MPG MRPL16 MRPL45 MRPS11 MTHFS MYC NAA20 NCAPG2 NFKB2 NNT NOL7 NUCKS1 NUFIP1 PALS2 PARD3 PARN PATZ1 PAWR PDE8A PHB1 PHKB PIGK PJA2 PLAGL1 PLXNC1 PMPCB POU2F2 PPCDC PRPF40A PRPF8 PSMB4 PSME2 PTCD2 PTEN QPCT RABL6 RAI1 RBCK1 RCCD1 RDH12 REL RGS3 RIDA RIPK4 RMDN3 RNF123 RPN2 RPP25 SCFD1 SDHA SEC16B SELENOS SFT2D1 SH3BGRL SH3GL3 SLC29A3 SLC35F5 SLC37A1 SLFN13 SMARCA5 SMC3 SOCS4 SPDEF SQLE SRPK2 SSBP1 ST3GAL1 STAT6 STMP1 SYNGR2 TACC2 TAPBP TARS2 TBL1X TCF12 TDP2 TFAP4 THAP4 TIMM44 TIMM8B TM4SF5 TM9SF4 TMBIM4 TMEM158 TMEM70 TNFSF8 TOPBP1 TRAF5 TRAPPC12 TWIST1 UBA7 UBR4 UNK USP18 USP45 USP47 VPS53 VTA1 WDR90 XRN1 ZEB2 ZNF202 GSE15330_LYMPHOID_MULTIPOTENT_VS_PRO_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15330_LYMPHOID_MULTIPOTENT_VS_PRO_BCELL_DN AAR2 ADAM19 ADGRF1 ADSS2 AGPAT3 AHNAK AKAP12 ALS2 AMACR ANGPT2 APEX2 APLP2 APOBEC1 AQP9 ARC ARF6 ARL1 ARL4C ASAP1 ATG16L1 ATOSB ATP2C1 B3GNT2 B3GNT3 BATF BCKDHB BCL3 BTF3 C18orf21 C19orf12 C9orf85 CA2 CAND1 CARM1 CASP4 CCND2 CD200 CD27-AS1 CDC42SE2 CEP70 CHFR CHRDL1 CLCC1 CLIC4 CMTM6 COX18 CREBRF CRLF2 CRTC3 CS CSTPP1 CTBS CYFIP2 CYTH1 DAO DCUN1D5 DENND5A DNAJA2 DNAJC10 DPM1 DZIP1 EBP EEIG1 EIF1AY EIF2AK4 EIF5A EIF5B EQTN FAM83F FGF11 FNTB FRMD6 FTSJ1 FURIN GATA1 GLCCI1 GLRA1 GM2A GOLPH3L GPR146 GPR180 GPR35 GPR65 GPSM1 GSAP HELZ2 HIF1A IDH1 IFI35 IKZF2 IL17RA IL2RB INTS12 IPP IRF4 JAK2 JTB KIF2A LDAF1 LDHA LYST MAFF MAFK MCM3 MCM4 MDK MLLT3 MND1 MRPL42 MRPS11 MRPS26 MS4A6A MTARC2 MTFMT MTG1 MTREX NAMPT NCBP3 NCOA1 NDST1 NDUFS6 NOP58 NRAS NUP37 ODR4 OGFR OSBPL9 OSGEP OSGIN2 OXR1 PARP4 PARP9 PDE12 PDE4B PDE8A PDSS1 PGS1 PNP PNPLA2 PRAF2 PRDM1 PRPF31 PSMB8 PUF60 R3HDM1 RAB18 RAB29 RAF1 RAP2A RBL1 RGR RMDN3 RNF10 RNF14 RNF157 RNF19A SAMHD1 SDF4 SDHAF2 SERPINB9 SFMBT2 SGK1 SH3BP5 SLAMF1 SLC25A17 SLC39A1 SLC66A2 SNAP29 SOCS3 SORD STARD3 STING1 STT3B STXBP3 SYCP1 SYS1 TAF11 TBC1D1 TBK1 TECTA TFDP1 TLR1 TNFAIP8 TNIP2 TOR1AIP2 TPP2 TRAF3IP2 TRIM25 TTYH2 TXNDC16 UBXN8 UVRAG VPS26C VPS50 VRK2 ZBTB22 ZC3H12A ZFP1 ZNF281 ZNF346 GSE15330_LYMPHOID_MULTIPOTENT_VS_PRO_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15330_LYMPHOID_MULTIPOTENT_VS_PRO_BCELL_UP ABCB8 ABCC3 ABCG4 ADH4 ADNP ADORA2A ADRA1A AFF2 AKR1B10 ALKBH4 ALX3 AMHR2 ANKRD24 ATP1A3 ATP7B B3GNT2 BCL2A1 BOK C3orf62 CAPN5 CATSPERG CBLN1 CCR10 CD28 CD2BP2 CDCA4 CDON CDT1 CEP89 CHMP1B CLCF1 CNTD1 CRB3 CREBZF CRIP2 CSRP1 DCTN1 DDIT4L DMTF1 DOK1 DUSP1 DUSP10 EBAG9 EIF2AK3 EIF4B EPDR1 EPHA6 ERBB2 EVI2A EVI2B EXTL1 FAM118A FFAR2 FGF22 FKBPL FNDC7 FOXI1 GALNT4 GATB GDF11 GJA5 GRID2IP GSTM2 GSTM3 GYPC HAX1 HCAR2 HMGCR HOMER1 HVCN1 IAPP INSL5 ISL2 ITM2A KAZALD1 KCND1 KCNQ1 KCTD17 KIAA1143 KMT5B LDLR LPO LRRC8A MADD MCM7 MED11 MED20 METTL17 MKNK2 MORF4L2 MOV10L1 MRPL47 MT2A MUC13 MUC20 MYO1E NCBP1 NDFIP1 NDUFA1 NELFB NHLH1 NKX2-8 NMUR2 NOLC1 NR1I3 NR2F6 NR4A3 NUP58 OTULINL PAPSS2 PCDH1 PCMT1 PDGFRA PDZK1IP1 PFN1 PHLDA1 PHOX2A PIM3 PLCG1 PLEKHA6 PLK3 POLG2 POLR2D PRF1 PTCRA PTTG1 PYCR2 QDPR RAMP3 RECK RELL1 RETREG2 RFLNB RGS2 RHOA RHOG RIMKLB RMND5B RNF103 RNF144A RPIA RPS6KL1 SASH3 SCG3 SELENOP SEPTIN11 SERP1 SERPINA12 SGTA SH3GL3 SHE SLC3A2 SLC6A12 SMAD7 SMOC2 SMPD3 SNX18 SOX9 SPAG7 SPI1 SRC SRGN SRP14 SS18L2 ST8SIA5 STAM2 SULT2B1 TAS1R2 TCEAL9 TCTE1 TDRP TEF TERF2 TFB2M TGIF1 TIMP2 TM2D2 TMCC3 TMEM37 TNFAIP8L1 TNFRSF12A TNFRSF14 TNFSF11 TNXB TPD52L1 TPRN TRIM8 TRPC5 TSPAN8 UBE2I UGT3A2 UQCRB VSX1 WASF2 WDR26 WFDC1 YTHDF2 ZAN ZFAND2A ZNF213 GSE15330_MEGAKARYOCYTE_ERYTHROID_PROGENITOR_VS_PRO_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15330_MEGAKARYOCYTE_ERYTHROID_PROGENITOR_VS_PRO_BCELL_DN ABCG2 ADRM1 ALDH9A1 AMPD2 ANAPC1 AP3S1 APTX ARL14EP ARPC5L ATOX1 ATP10A ATP5PB BLMH BLOC1S6 BLZF1 C1D C1orf174 C8orf82 CAAP1 CCDC107 CCT5 CD80 CDKN2C CHAC2 CHPT1 CHST2 CMPK1 COMMD9 CPPED1 CRB1 CSTF1 CUTC DALRD3 DEDD DIPK1B DNAJC18 DNAJC9 DYNLT1 EGLN3 EIF4A3 ENY2 EPRS1 ERMP1 EXTL3 FANCG FBH1 FBXO45 FKBP1A FMC1 GALK2 GATM GCDH GGA2 GJA1 GJC1 GPR180 GRHPR GRK5 GSS GSTZ1 GTF2F2 HAGH HAUS5 HCCS HDAC2 HDDC2 HIRA HMGB1 HMGB2 HMGXB4 HNRNPC HSBP1 IFT22 IFTAP IGSF9 IL15RA INTS8 IPO9 IQGAP3 IRS4 JMJD8 KATNB1 KCNK10 KCTD1 LAMTOR3 LMNB1 LYPLA1 MBNL3 MDH2 MED21 MMUT MRM2 MRPS5 MTIF2 MTX1 MYD88 NABP2 NCAPH2 NCF4 NDUFA13 NDUFS8 NDUFV2 NEIL3 NIP7 NME7 NOL12 NUCB1 NUDT13 NUFIP1 PAFAH1B2 PARN PCNA PDIA6 PFDN1 PHACTR2 PHLDB1 PIGS PIGU PLAAT1 PLOD3 POLD1 POLDIP2 POLE2 POLE3 PPP5C PRKCI PRKCSH PRMT2 PSMB1 PSMB9 PSPC1 PTDSS2 PTGER2 PTGER4 PTP4A3 PTPRCAP PWP2 PYCR1 PYCR2 RAB8B RBBP7 RCC1L RCC2 REEP3 RIF1 RITA1 RPGRIP1 RPL24 RSRC1 RXYLT1 RYK SAP18 SCAF11 SDHA SELENOF SENP3 SEPHS2 SERPINE1 SH3BP2 SLX9 SMIM11 SMIM30 SNRPB2 SNX10 SOD2 SPTSSA SRSF1 SRSF3 SSR1 STC2 STMP1 SVOP TAF11 TEX9 TIMELESS TIMM17B TM2D3 TMED4 TMEM184C TNFSF11 TOMM6 TOMM70 TPD52L2 TXNDC5 TYW5 UBAP2 UBE3C UBE4B UPF3B VIM VPS25 WASHC3 YWHAQ ZC3H12C ZCCHC3 ZDHHC3 ZNF235 ZNF426 ZNF451 GSE15330_MEGAKARYOCYTE_ERYTHROID_PROGENITOR_VS_PRO_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15330_MEGAKARYOCYTE_ERYTHROID_PROGENITOR_VS_PRO_BCELL_UP ABCB6 ABHD15 ABHD17A ACSBG1 ACTR1A ADARB1 ADORA2B AHSG ALDH3A2 ALG5 ANKH AP3D1 APLP2 ARL4C ARL8A ASPH ATP6V0A1 ATP6V0E1 AURKB B3GNT2 BCAS3 CA5B CA8 CAMK4 CAMKK1 CAPN15 CASKIN2 CCDC88C CCNF CCR1 CCR2 CD37 CDC42EP3 CDCA3 CDK5 CDK5RAP3 CDK9 CERK CIP2A CLIC1 CLTB CMTM3 CNIH1 CNTD1 COX4I1 COX7A2L CREB3L2 CRK CSRP2 CTNNA1 CTSV CTTN CUX1 CXCR6 CYB5A CYFIP2 DCBLD2 DCTN4 DERL1 DIPK2A DNMBP EFEMP2 EID1 EIF6 FAM8A1 FBXO15 FBXO21 FMNL1 FTCD FTH1 FTL GABARAP GJA1 GLO1 GMFG GNAT2 GNG2 GPSM3 GSN HAO1 HASPIN HCLS1 HIPK2 HLX IER5 IFNGR1 IL7R IMPDH1 INHA IQGAP1 JADE1 KCTD12 KCTD20 KIF22 KIFAP3 KLF13 KPNA2 LAMP2 LAMTOR4 LONP2 LRRC8A LRRC8C MAP1LC3B MAPK3 MARVELD1 MGLL MNT MROH1 MRPL58 MYBL2 MYOF N4BP3 NAAA NAB1 NABP1 NEK6 NLGN2 NTPCR NUSAP1 OLFM1 PACS1 PC PHF7 PIMREG PKIB PKP3 PLEKHA1 PNPO POLR2I POR PPP1R18 PRR13 PRR14 PTPRJ RAB14 RAB18 RAP1B RB1 RIBC2 RPS14 RPTN RRAD S1PR1 SACS SBK1 SEC14L1 SERPINE1 SGPP1 SH3BGRL3 SIAH1 SLC15A2 SLC17A9 SLC25A45 SLC4A8 SLC9A1 SLF2 SMAD1 SMAD4 SMAP2 SNAP47 SNX12 SORD SPA17 SPATA5 SPC25 SPRED1 ST8SIA1 SUCLG1 SYN1 SYNGR1 TAX1BP1 TFG THAP12 TM9SF2 TMED3 TMEM101 TMEM14C TMEM41A TNFRSF25 TOPORS TOX4 TRAPPC1 TRAPPC10 TSPAN5 TSPO TXNDC17 UBAC2 UBE2B UBR3 UBTD1 UFM1 UIMC1 USP22 VEGFB VPS4B XYLB ZC3H12C ZFP36L2 ZNF276 ZNF451 GSE15330_MEGAKARYOCYTE_ERYTHROID_VS_GRANULOCYTE_MONOCYTE_PROGENITOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15330_MEGAKARYOCYTE_ERYTHROID_VS_GRANULOCYTE_MONOCYTE_PROGENITOR_DN ABCB10 ABHD4 ACTR1A ACVR2A ADA ADGRA3 AFF1 AGPAT3 ALDH9A1 AMPD2 ANGPTL2 ANXA3 ARF6 ARHGAP12 ARHGAP21 ARL2BP ATP10A B3GNT8 BAG1 BCL3 BCR BEX2 BLCAP BMP1 BTBD17 CABLES2 CAMKK1 CAPRIN2 CASP7 CBX6 CCDC88C CD200R1 CDC6 CENPF CERS4 CHD7 CHM CHST2 CIAO2B CMTM6 COX7A1 CRK CRMP1 CST3 CSTB CTDSPL CTNND2 CTTN CXCL10 CYP1A1 CYRIB DDIT4 DEDD DEGS1 DHX32 DNAJC18 DNAJC21 DPCD DPM2 DPPA2 DPY30 ECI2 EFEMP2 EFNB2 EGR2 ELOC EMD ESYT1 EXOC8 EXT1 FBXL3 FBXO45 FCHO1 FES GABRE GGA2 GMEB1 GNB5 GNPDA1 GSTT2 HASPIN HECTD1 HRAS HSD11B2 IER3 IL10 IL18RAP IL1R1 ILK INSL5 IPO5 ITGAV JAK3 KCNN3 KLF15 KLF6 KLRK1 KMT5A LBP LGALS4 LRRC8C LTA LZTR1 MAF MAGED1 MAP2K3 MED21 MITF MPHOSPH6 MRPL30 MRPL33 MTSS1 MYO10 MYO1C MYO1G NFIC NIBAN2 NME4 NT5C NT5DC3 NUBP2 NUDT5 OMP PABIR1 PAGR1 PARP16 PEA15 PELI2 PEX11A PLEKHF2 POLR3F PPIB PPP2CA PRNP PRPH PSMD7 RAB18 RAB6A RABAC1 RALB RAP1B RECK RELL1 RIOX2 RNASEH2C RNF130 RNF26 RORC RPLP0 RPRD1B RRAD RRAGD SERF1A SGK1 SHBG SKIL SLC16A3 SLC16A6 SLC25A11 SLC25A30 SLC35F6 SLC39A8 SLC43A3 SMAP1 SMARCD1 SNX20 SOCS1 SPATA5 SPATS2 SPINK4 SPRED1 SPSB1 SPSB3 SPTAN1 SQOR SRGAP3 SRGN SS18 ST6GALNAC6 STAB1 TAB2 TAX1BP3 TEX264 TIMP2 TM9SF1 TMED3 TMEM106C TMX1 TOR2A TPM3 TRAK1 TSPAN6 TTR TXK UBL4A UBQLN1 UIMC1 VPS29 YIF1A ZFP90 GSE15330_MEGAKARYOCYTE_ERYTHROID_VS_GRANULOCYTE_MONOCYTE_PROGENITOR_IKAROS_KO_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15330_MEGAKARYOCYTE_ERYTHROID_VS_GRANULOCYTE_MONOCYTE_PROGENITOR_IKAROS_KO_DN ABCC6 ABCD1 ABCG1 ACTR1A ACVRL1 ADAM9 AEBP2 AGTRAP ALPG ANP32A ANXA4 AP1G2 AP3D1 ARAP1 ARF6 ARHGAP1 ARHGAP4 ARHGAP45 ARSA ASF1B ATOSB AURKA B9D2 BOLL CCR5 CCSAP CD2 CD6 CDC42EP3 CDH17 CDS2 CHST3 CHUK CIB1 CISH CLDN16 CLDND1 COMP CRMP1 CSF3 CTLA4 CTSC DCAF15 DDA1 DENND10 DNAJC21 DOK2 DOK3 DPAGT1 EIF2B2 EIF6 EMP3 ENO2 ENTREP3 EPB41L3 EPB42 ERC1 ESPN FA2H FABP6 FAM50A FANCI FBXO32 FBXO6 FKBP1A FLII FMNL3 FNDC3A FOXA2 FRMD8 FURIN FUT9 GALE GJA1 GNAI3 GNPDA1 GTF2IRD1 HIF1A HNRNPD HSPB1 HVCN1 IFT81 IL2RB IL9 IRS2 KCNJ5 KLF10 KLF13 KLKB1 L1CAM LDLRAP1 LGALS3 LIME1 LONP2 LRBA LRRC46 MAP3K3 MAPK14 MARVELD1 MEF2B MET MFSD6 MIS18A MPI MTARC1 MTMR6 MVB12A MXI1 MYBL2 MYO1H N4BP3 NAGK NAT8 NCBP3 NCKAP1 NEK6 NHERF1 NKAIN1 NPL NPLOC4 NRL NUCB2 OVOL2 P3H4 PC PDCD6 PHF13 PIAS2 PIK3CA PLEC PLOD3 PLPPR4 PMEPA1 PRAF2 PREB PRNP PRR13 RAB1B RACGAP1 RALB RELL1 RHOG RNF130 RNF19B RPS11 RPS16 S100A8 SAE1 SAP30L SCHIP1 SEC61A1 SELENOW SEMA4D SEPTIN9 SERF2 SERTAD1 SFRP5 SGK1 SIRPA SIRT7 SLC25A15 SLC43A3 SLC66A1 SLC66A3 SLCO3A1 SMAD1 SMPD5 SPATA5 SPOUT1 SSNA1 ST3GAL4 STAT5B STK17B SUGT1 TAGLN2 TBC1D19 TEX261 TIAM1 TIMP1 TIPARP TLE1 TLE5 TMEM109 TNFRSF25 TSC22D4 TSPAN5 TSPO TST TTC39B TXK UBE2B UBXN1 UHRF1 VKORC1 VPS29 WASHC2A ZBTB18 ZNRF1 ZYX GSE15330_MEGAKARYOCYTE_ERYTHROID_VS_GRANULOCYTE_MONOCYTE_PROGENITOR_IKAROS_KO_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15330_MEGAKARYOCYTE_ERYTHROID_VS_GRANULOCYTE_MONOCYTE_PROGENITOR_IKAROS_KO_UP ABHD4 ACLY ACP2 ACTG1 ALDH9A1 ALDOA ALPL AMPD2 ANAPC13 ANP32B ARMC1 ARPC5L ASB3 ATP1A1 ATP5MC3 ATP5PB ATPAF2 BHLHE40 BLMH BNIP1 BRCC3 C2CD2L C8orf33 C8orf82 CAPS2 CBR4 CBX6 CCDC107 CCL22 CCN1 CD274 CENPA CEP290 CEP57L1 CERS2 CFAP97 CHAC2 CHPT1 CLPB COA6 COQ8B CPPED1 CUL1 CUTC CYP51A1 DDOST DMAP1 EEF1D EHD4 EIF1AY EIF4A3 ELK3 ELOVL1 ELP3 EMG1 ETV6 FAM20B FAM86B2 FANCG FDXR FKBP1A FMC1 FOXD2 FXN GJC1 GPT2 GSTM3 GTF2H3 GTF3C4 GTF3C5 GUK1 HDAC7 HDLBP HEATR6 HLCS HMGB1 HMGB2 HNRNPC HNRNPU HSPH1 IL15RA INTS14 IRS4 ISYNA1 JMJD8 KIFC1 LAG3 LARP1 LPCAT1 LSG1 LTV1 MAGT1 MAP3K8 MCUB MEA1 MED24 MED28 MED31 MIS18A MPP7 MPZL2 MRPL46 MRPL50 MRPL54 MRPL55 MRPS18C MRPS21 MRPS5 MTIF2 MYO7A NAMPT NCAPH2 NCBP2 NEIL3 NENF NME6 NSUN2 NUP188 NUP88 NUTF2 NXT1 ORC4 PARK7 PARN PDE6D PDIA6 PDK3 PEX7 PFDN1 PHACTR2 PIGU PNN POLR1C POLR2E POLR2G PRADC1 PRKCI PRPS1 PRR15 PTDSS2 PTGER4 PTPA PWP2 PXMP2 PYCR1 PYCR2 RAB34 RBM19 RBM4 RCC1L RPIA RPP14 RPP25L RSRC1 SARNP SDC1 SDHA SEC23IP SELENOF SF3A2 SH3BP2 SLC16A1 SLC30A6 SLC66A1 SMARCAD1 SMN1 SNAPC3 SNF8 SNRPB2 SNX10 SPATA5 SPRYD7 SPTLC1 SURF2 TFG THAP2 TM2D3 TMEM14C TMEM184C TMEM186 TMEM33 TPRKB TRAP1 TREX1 TSEN15 TTC7B TXNDC12 TXNDC5 TXNRD2 TYW1 UBAC1 UBR7 UTP18 VPS45 XCL1 XPO1 ZC3H15 ZMPSTE24 ZNF235 ZNF239 GSE15330_MEGAKARYOCYTE_ERYTHROID_VS_GRANULOCYTE_MONOCYTE_PROGENITOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15330_MEGAKARYOCYTE_ERYTHROID_VS_GRANULOCYTE_MONOCYTE_PROGENITOR_UP ABHD5 ACOT7 AHNAK AIF1 ALCAM ANXA1 ANXA4 AP1S2 AP3S1 APOBEC2 ARHGAP18 ASRGL1 ATF6 ATP2B4 ATP6V0C ATP6V1F BAG1 BHLHE40 BLVRA CALM2 CAPN2 CARHSP1 CASP1 CCDC50 CCL4 CCL5 CCZ1 CD44 CD48 CD63 CDC42EP3 CHPT1 CHST11 CHSY1 CMC1 COBLL1 COQ10B COX17 CRIPT CRYBG1 CWC15 CX3CR1 CXCR3 CXCR6 CYRIA CYSLTR2 DDX28 DGKH DOCK5 DSTN DUSP5 ECH1 ELOA ELOB ENTPD1 F2R F2RL2 FTH1 GALNT3 GBP3 GEM GGH GIMAP1 GIMAP7 GLOD4 GMFG GNA15 GNG10 GNG2 GPR55 GSAP H2BC4 HACD2 HAUS4 ID2 IER2 IFNG IFNGR1 IL18R1 IL18RAP ING2 INSL6 INTS12 ITGAL ITGAX ITGB1 KLRC1 KLRC2 LAIR1 LAMC1 LEPROT LRPAP1 MAP1LC3B MED7 MICAL1 MPHOSPH6 MTPN MYADM MYO1F NBEAL2 NCALD NDFIP1 NDUFA1 NDUFS4 NDUFS6 NELFE NFIL3 NFKBIB NIBAN1 NKG7 NQO2 NR4A1 NUDT4 PFKP PHF11 PHLDA1 PIK3AP1 PLEK PLSCR1 PMAIP1 PPM1J PRDM1 PRF1 PRKAR2A PRR13 PTPRE PTPRJ PTTG1 RAP1GAP2 RAP2A RBM47 REEP5 RGS1 RHEB RILPL2 RMDN2 RORA RPA2 RUNX2 S100A11 S100A13 S100A8 S100A9 S1PR5 SAP30 SCFD2 SDF2L1 SELENOM SERPINB9 SLA SLAMF7 SLC4A7 SMPDL3B SNX10 SPN SPTY2D1 SRGN SSR1 STARD10 SUB1 SYAP1 SYPL1 SYTL2 TBX21 TMEM167A TNFSF9 TTC39B TTC39C TXNDC17 UAP1L1 UFC1 UNC119 YAF2 YBX3 ZDHHC2 ZEB2 ZWINT ZYX GSE15330_WT_VS_IKAROS_KO_GRANULOCYTE_MONOCYTE_PROGENITOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15330_WT_VS_IKAROS_KO_GRANULOCYTE_MONOCYTE_PROGENITOR_DN AAMDC ABCG1 ACOT7 ACSBG1 ADA ADAM8 ADAM9 AFF1 ANGPTL2 ANKH ANXA3 ANXA5 APLP2 ARHGDIG ARRB2 ATOSB ATP10A ATP12A ATP8A2 AVIL B4GALT1 BIRC3 BMP2K BMPR1A C2CD2L CACNB4 CALHM2 CD2 CDC42SE1 CDC6 CDKN1B CELA1 CKS2 CLIC1 COMMD5 COPG1 CRIP1 CRK CRLF1 CSNK2A2 CST3 CTLA4 CTNNA1 CTSW CWH43 CXCR5 CYP11A1 CYP2S1 CYTH1 DDR2 DIPK2A DYNLT5 EDEM2 EDIL3 ELOC EMP3 EPB41L2 EPN1 FBXL3 FBXW11 FLOT1 FOXF2 FOXM1 GATAD2A GBA1 GDI1 GJA1 GJA8 GLRA1 GM2A GPR65 GPR83 GSN HCLS1 HEMK1 HIP1 IFT22 IGF2R IL12RB2 IL2RB ILDR1 INO80C INPP5A ITGA3 ITPK1 ITPR3 JUN KCNAB2 KCNE2 KDELR1 KIFAP3 KLF13 KLF6 LAMC2 LPP LPP-AS2 LPXN LRBA LRPAP1 MAPK14 MARCHF2 MARCKS MITF MKNK2 MNT MPHOSPH6 MSRB1 MYBL1 MYO5A MYOF NCOA3 NEAT1 NECAP2 NECTIN3 NEK6 NFIL3 NLGN2 NRCAM NRSN1 NUBP2 NUCB2 PABIR1 PAFAH1B1 PAK1 PGS1 PHETA2 PIWIL2 PLAGL2 PLEKHF2 PLOD2 PLOD3 PLP2 PMFBP1 PPP3CC PPT2 PRNP PRR13 PSAP PXN RAB29 RACGAP1 RALA RALBP1 RAPGEF3 RASSF7 RBMS1 REEP1 RIC8A RNF149 RNH1 RPRD1B RRAD RUNX2 S100A13 SCN3B SDCBP2 SEC24D SERPINE1 SGK1 SH3BGRL3 SKIL SLC17A2 SLC25A30 SLC35F6 SLC43A3 SLC9A1 SNAP29 SOCS3 SPATS2 SS18 SSR3 STAT5B STMN1 SUN1 SYNE1 TAB2 TANC1 TAX1BP3 TEX264 THAP11 THPO TMIGD1 TMX1 TPBG TRAK1 TRIM13 TSPAN6 TXK TXNDC17 TYRP1 UPP1 VCL VPS29 VPS39 VSTM2A YWHAH ZC3H10 ZDHHC12 ZFP36L2 ZNF565 GSE15330_WT_VS_IKAROS_KO_GRANULOCYTE_MONOCYTE_PROGENITOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15330_WT_VS_IKAROS_KO_GRANULOCYTE_MONOCYTE_PROGENITOR_UP AATK ACSF3 ADGRE5 ADIPOR2 ADSL ANAPC1 APAF1 APPL2 ARHGEF3 ASF1A ATF7IP ATP9B B3GNT2 B3GNTL1 BCKDHB BTG1 C15orf40 C1orf174 C2CD3 C8orf82 CADM1 CASP3 CBX4 CCL1 CD81 CD96 CELF2 CFAP298 CHCHD7 CHD6 CHEK2 CHST15 CMPK1 CNOT3 COMTD1 COQ9 CRYL1 CTSS DAB2IP DDB2 DDRGK1 DDX10 DENND2D DIABLO DMD DUSP2 DYM EBAG9 ECI1 EIF4G3 ELK4 ENO3 ENPEP ETFB ETFRF1 EXOC6 FAM53A FAM81A FAS FOXRED1 GALNT10 GLCE GLOD4 GNB1L GPHN GTPBP1 GYPC H2AZ1 HAUS1 HAUS5 HDDC2 HERC4 HIBCH HIP1R HIVEP3 HLA-B HLA-DOA HMGCS1 HMGXB4 HSPBP1 ID3 IFI30 IRF1 ITGA4 ITGB1 ITIH5 ITK ITPKA KARS1 KCTD1 LACTB LMAN1 LRATD1 LRR1 LYRM2 M6PR MARK3 MBNL1 MDFIC MED16 MIF MLST8 MRPL16 MRPL39 MRPL49 MRPS11 MRPS14 MRPS34 MTBP MYO18A NAMPT NCOA2 NDUFS8 NOL7 NR3C1 NRDE2 NRL NUDT14 NUDT19 NUDT5 NUP42 OC90 OSGIN2 PARP9 PCNA PHTF2 PIK3CD PKP2 PNPLA6 PNPT1 POU2F2 PRICKLE1 PRKD3 PRR15 PSMA1 PSMA7 PSME1 PSMG1 PTPN11 PTS PVT1 PWP1 RAP2B RASGRP1 RBMX RCSD1 RFC5 RHBDL3 RILPL2 RNF167 RUVBL1 SAP18 SDHD SENP2 SFI1 SHISA5 SIDT1 SLAMF6 SLAMF7 SLC39A11 SMIM11 SMIM19 SNRK SOCS4 SOSTDC1 SPIN4 STAT4 STX17 SYCP1 SYNE2 SYNJ2BP TAPBPL TCEA1 TCEA2 TDRP TEFM THAP4 THYN1 TMC4 TMEM128 TMEM192 TNFRSF18 TNFSF8 TP53BP1 TRAF5 TSPAN14 TSPAN3 TUBD1 UBIAD1 UGDH UQCR10 VRK2 WDR26 XCL1 YIPF5 ZC3HC1 ZNF106 ZNF277 ZNF566 ZRANB2 GSE15330_WT_VS_IKAROS_KO_HSC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15330_WT_VS_IKAROS_KO_HSC_DN ABCG1 AKR1C3 ANAPC16 ANKH ANKS1A ANXA4 ARFGAP1 ARPC1B ATL2 ATL3 ATP6AP2 ATP6V1D AURKB B4GALT7 BEX3 BIK C19orf25 C2CD2L CABLES2 CAMKK1 CAPN1 CAPN15 CAPN2 CARD19 CASKIN2 CCDC88C CCDC92 CCNC CDC42EP3 CDC6 CDK16 CDK5 CDKN1B CERK CHD7 CLIC1 CLTC COMMD4 CORO1C CREB3L2 CRIPT CRK CTDP1 CTSA CXCL10 CXCR6 DAO DCTN5 DENND4B DGAT1 DNAJA4 DNAJB6 DNM2 DYNC1H1 EFHD2 EHD4 EIF2B2 ELOVL1 ESRRA ETV6 FAAP20 FAM151A FAM89B FBXO21 FTH1 GDI2 GJA1 GLB1 GLUD1 GMFG GNG2 GRIA4 GSTK1 GTF2IRD1 HDAC1 HIPK2 ID1 IER5 IFFO2 IL17RA IL9 IMPDH1 INHA INO80C IRF4 ITGB3 ITSN2 JAK3 KAT2B KDELR1 KIF5C KIFAP3 KLB KLF13 KLK4 KRT1 LAIR1 LBP LDLRAD4 LRRC8A LRRC8C LSM14A LUC7L2 MBD1 ME2 MFSD10 MGST3 MTMR6 MXD3 MYBL2 MYO5A MYOF NAB1 NCBP2AS2 NCBP3 NCKAP1 NLGN2 NOCT NR1D2 NT5C OAF PAFAH1B1 PAFAH1B2 PAGR1 PANX1 PC PEA15 PIMREG PITPNB PLA2G15 PLCG2 PLEKHA2 PNKP PPP1CC PREB PYCR1 PYY RAB20 RACGAP1 RAP1B RDM1 RIOX2 RNH1 RPL24 RPL5 RRAS RRBP1 SAP30 SBK1 SEC14L1 SEC24D SEMA4D SEPTIN10 SERPINF1 SF3A2 SHROOM3 SIGIRR SLC12A7 SLC15A3 SLC25A15 SLC33A1 SLC44A1 SLC4A2 SLC6A1 SMAD4 SMAP2 SMPD2 SMTN SNX14 SNX2 SOX5 SPC25 SSX2IP ST3GAL4 STAT3 STK17B SVBP SYNE1 TAB2 TBCD THAP12 TLE5 TM9SF2 TMED10 TMEM167A TMEM199 TPSB2 TRPC4AP TWF2 UBE2B UBE2Z UBTD1 ULK1 VPS35 WASF2 ZBTB45 ZC3H12C ZDHHC20 ZFAND2B GSE15330_WT_VS_IKAROS_KO_HSC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15330_WT_VS_IKAROS_KO_HSC_UP ABCB1 ABL1 ACBD3 ACOX1 ACTR10 ACVRL1 ALKBH4 ANGEL2 ANO10 ARF4 ARHGAP1 ARHGDIB ARL4A ARRDC1 ATAD2B ATP6AP2 B2M BCAS3 BEX3 C21orf62 CAPN2 CAPZA1 CARD14 CD3E CHD7 CHIC2 CLTA CR1L CRIPT CRLF2 CSNK1G1 CTBP1 CTDSP1 CTSS CYBC1 DAPP1 DDHD1 DENND6A DGAT1 DIPK2A DLG1 DNAJA1 DNAJC3 DOK2 DPM1 E4F1 ERN2 ERRFI1 ETS1 FAM53C FASLG FNDC3A GATAD2B GBA1 GLIPR1 GRIPAP1 GSTK1 GUCA1B HBS1L HERPUD1 HIF1A HLA-DRB1 HOXD8 HOXD9 HS3ST3B1 ICOS IDH1 IFI35 IGF2R IL16 IRF9 IVNS1ABP JCHAIN JUN KDM4B KIAA0319L KLF3 KLHDC3 LAIR1 LGALS3BP LIMD2 LIPA LMBRD1 LONP2 LY75 MAN1A2 MAN2C1 MAP2K6 MARK2 MDM2 MED1 MED14 METTL27 MIB2 MORF4L2 MPP1 MR1 MYO9B NCOR1 NECAP2 NFIA NFYC NR4A3 NUP210 OAZ2 OSTF1 PARP12 PARP8 PCNX3 PCSK7 PDE1B PDGFRA PDK2 PEA15 PHF8 PHIP PKD1 PLAUR PLEC POR PPP1CC PRDX6 PRX PSTPIP2 PTEN QKI QPCT QPRT QRICH1 RAB10 RAB6A RAC2 RALGPS2 RBM18 RBM7 RBMX RCAN3 RDH5 RHOB RIPOR1 RNF7 RPS16 SAMD8 SAMHD1 SCGB1A1 SEC11A SEC16A SELPLG SEMA4F SFXN3 SGIP1 SGK3 SH3GL1 SHE SHF SLAIN2 SLC23A3 SLC41A1 SLC52A3 SMC4 SMC5 SPG11 SPOP SPPL3 SQOR SRI STMN3 STX1A SYK SYVN1 TAF13 TAMALIN TBCEL TDP2 TMEM80 TMLHE TMUB2 TNFAIP8L1 TOX TRPC4AP TRPV4 TSPAN13 TTLL3 TUBGCP5 UBL5 UPF2 USP7 VCL VPS37C WSB1 XIAP XYLT2 ZBTB18 ZFP1 ZKSCAN5 ZNF148 ZNF264 ZNF764 ZNF830 ZRSR2 GSE15330_WT_VS_IKAROS_KO_LYMPHOID_MULTIPOTENT_PROGENITOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15330_WT_VS_IKAROS_KO_LYMPHOID_MULTIPOTENT_PROGENITOR_DN ACBD3 ADH1C AGPAT5 ANKIB1 ARPC2 ATG3 ATXN2 AURKAIP1 BBLN BTG4 C19orf25 CAP2 CBFA2T2 CCDC107 CCDC134 CCSER2 CD40 CDIP1 CDK14 CEP41 CFP CHD1L CHD4 CIAO3 CLK2 CLK4 CLTC COL7A1 COMMD4 COPB1 COPS8 CPB1 CSF1R CXXC1 DHX15 DPH7 EFTUD2 EIF3A EIF4A3 ELMO3 ELOVL1 ETFRF1 EXD2 EXOC6 FAM114A2 FAM162A FAM50A FASLG FBXO21 FBXW11 FMC1 FMR1NB FUBP1 GABPA GABRG3 GFOD2 GGA2 GRM8 GSN GTPBP6 HIF1A HMGXB3 HMX1 HOXB3 HSPBP1 IFFO2 IFRD1 IL17RA IMP4 IRF3 KANSL1 KCTD5 KLF13 KLHL22 KLK4 KRR1 KRT33B LAT LEMD2 LIPT2 LRPPRC M6PR MAL MBD3 MED1 MED14 MESD MGAT2 MIA3 MMAA MRPL55 MRPS12 MS4A1 MSL1 MYC MYOC NAA30 NAP1L4 NDEL1 NFE2L2 NPY4R NR4A1 NR4A3 NSUN2 NSUN4 NSUN5 NUDT6 NUP188 OR51B2 OTOG OVCA2 PAPOLG PDCD5 PDCD7 PIM3 PIP4K2C PNKP PNPO POLRMT POU6F1 PPP2R3A PRDX6 PREB PSME2 PTPRC PUF60 PURB PWP2 PYCR1 R3HDM1 RAB6B RARS1 RBM12 RBM25 REXO1 RIMOC1 RIOK1 RIOX2 RPAP3 RPF1 RPL9 RPP25L RPP40 RRP7A RRP8 SAC3D1 SAFB SAMM50 SCAF8 SDCBP2 SELENOW SF3A3 SH2B3 SH3GL1 SIMC1 SKIC2 SLC25A15 SLC25A22 SNRNP70 SPON2 SPPL3 SRSF10 SRSF9 STK17B STRN4 STXBP3 SYNE4 SYNJ2BP TAB2 TAF10 TAF8 TEX261 THUMPD3 TMA16 TMED7 TMOD2 TNFSF8 TNIP2 TRIM11 TSPAN9 TXK UBAP2L UBE2J2 UBE3C UBTF UFM1 UPF1 USP19 VAC14 WDFY1 WWTR1 YAE1 YIPF5 ZFP36 ZNF296 ZNF329 ZNF347 ZNF623 ZRSR2 ZSCAN26 GSE15330_WT_VS_IKAROS_KO_LYMPHOID_MULTIPOTENT_PROGENITOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15330_WT_VS_IKAROS_KO_LYMPHOID_MULTIPOTENT_PROGENITOR_UP ABCB9 ABHD8 ACADVL ACOX1 ADRA1A AGFG2 ALKBH4 ANGEL2 ANKMY2 AP3M2 AP4M1 APC APOBEC1 ARHGAP12 ARIH1 ARMCX4 ATAD2B ATM ATP6AP2 B3GNTL1 BCL2 C3orf70 CARD10 CASD1 CAT CCDC28A CD5L CD86 CDC37L1 CDKN2C CHAF1B CHIC2 CHURC1 CLTB CMTM6 COG4 CPT1A CRIPT CSF1 CSNK1A1 CUTA DAPP1 DGKZ DNAJC5 DUSP19 EBPL ECH1 EDEM2 ETS1 FAH FAM117A FAM32A FAM3C FANCM FBRS FBXO25 FECH FGF22 FGL2 FMNL3 FOXJ2 FOXO3 GDI1 GLRX GOT1 GPX2 GRK4 GSTM5 GTPBP1 GYPC HABP4 HAUS3 HAUS5 HCLS1 HECTD3 HLCS HMGB1 HMGB2 HNRNPDL HS3ST3B1 HSPA2 IRF7 JARID2 KIAA0319L KLHDC3 LAT LONP2 LY75 MAP4 ME2 MED20 MIA3 MINK1 MIS18A MOV10 MYH11 MYO9B NAA30 NATD1 NECAP2 NINJ1 NPR2 NR1H3 NRDE2 NUDT13 OAZ2 PARP14 PATZ1 PCDHA12 PCNX3 PCSK7 PHKA2 PHOX2A PIK3C3 PIP4P2 PIP5K1C PLA2G10 PLIN2 PLIN3 POU2F3 PPOX PPP1CA PPP2R2A PRXL2C PTBP1 PTGER4 RAB11B RAD21 RALGPS2 RAP1B RB1CC1 RBM43 RCAN3 RCBTB1 RDM1 REEP5 RNF114 RNF138 RNF7 RPL13A RPRD2 RPS11 RSRP1 RTP4 RYBP S100A6 SAFB SAT1 SCD SELENON SELENOT SEMA4F SGK1 SLAIN2 SLBP SLC17A9 SLC23A3 SLC35F6 SLC44A1 SLC52A3 SLCO3A1 SMAP2 SMPD1 SMPD5 SOX4 SPPL3 SSBP4 SSR3 STARD4 STAT4 STK24 STRN3 TAF8 TBCEL TEX9 THY1 TLE1 TM2D2 TNFRSF11B TNFRSF14 TOX TPR TSC22D4 TSPAN14 TUBGCP3 UBALD1 UBC UBL5 UPF2 UQCRHL USP19 USP25 USP7 VOPP1 VPS41 WSB1 YY1 ZBTB18 ZFYVE26 ZMYND8 GSE15330_WT_VS_IKAROS_KO_MEGAKARYOCYTE_ERYTHROID_PROGENITOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15330_WT_VS_IKAROS_KO_MEGAKARYOCYTE_ERYTHROID_PROGENITOR_DN ABCB9 ABHD8 ACBD3 ACOX1 ACTRT1 ACVRL1 AP2A2 ARHGAP5 ASXL1 ATG16L1 ATP11C BCKDHB BIN3 BTG4 CACUL1 CAMKK1 CARD19 CASQ1 CBFA2T2 CCDC191 CCDC28A CD3E CD72 CDT1 CERT1 CHFR CHIC2 CNR2 CR2 CRAMP1 CRAT CSDE1 CXCL6 CYP2D6 DCAF15 DGKZ DICER1 DNAJB5 DUSP16 E4F1 EFS EHHADH ENPP1 EPAS1 EPB41 ERRFI1 ETS1 EXOC1 FASLG FBXO25 FGF22 FOXI1 FOXQ1 GATAD2B GDAP2 GLUL GTF3C2 HAND1 HDAC11 HDAC9 HERPUD1 HINFP HMBOX1 ICAM2 IDNK IDUA IER2 IGF2R IGFLR1 INPP5A IRF6 JCHAIN JUN KAT6A KCNMB4 KIAA0930 KIAA1143 KLF4 KLHL22 L1CAM LAPTM4B LCK LEP LGALS4 LLGL1 LONP2 LRRC4 MALAT1 MAN1A2 MAPKAPK5 MARCO MCM9 MED14 MORF4L2 MS4A1 MSANTD2 MTMR14 N4BP2L1 NCK2 NDUFA6 NDUFB11 NINJ1 NLRX1 NUB1 OSBPL2 OTOS PARP12 PBX2 PCDH15 PCSK2 PDGFRA PHIP PI4KA PIWIL1 PPP1CC PREB PRKAB1 PRKAR1A PTBP1 QRICH1 RAC2 RB1CC1 RCBTB1 RCOR1 RDH5 REXO1 RHOB RIPK4 RIPOR1 RMND1 RNF114 RPL13A RPL5 RPS19 RPS21 RPS29 RREB1 RSPO2 S100A6 SAA2 SCAND1 SEC11A SEC24D SELPLG SERP1 SF1 SFXN3 SGIP1 SHC1 SHC3 SIAH2 SIT1 SLC23A3 SLC25A29 SLC25A30 SLC35F6 SLC37A1 SLC41A1 SLC41A3 SLC6A12 SMAP2 SMPD5 SNX4 SPON1 SPPL3 SPRYD3 SQOR SSBP4 ST6GALNAC3 STAT5B STX1A SYNE4 TBPL1 TDP2 TMEM9B TNFAIP8L1 TPCN2 TPP1 TPST2 TRAPPC12 TRIM25 TRPV4 TSC22D4 TTLL3 UAP1 UBE2Z UBL5 ULK2 USP47 WAS WBP2 WDR13 WNK1 XAB2 YIPF3 ZBTB11-AS1 ZFYVE26 ZNF264 ZNF274 ZXDC GSE15330_WT_VS_IKAROS_KO_MEGAKARYOCYTE_ERYTHROID_PROGENITOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15330_WT_VS_IKAROS_KO_MEGAKARYOCYTE_ERYTHROID_PROGENITOR_UP AAAS ACO1 ACO2 ACTN4 ACY1 ADAM10 ADISSP AEBP2 AFG3L2 AGGF1 ALAS1 ANGPTL4 ANGPTL7 ANKRD27 APBA3 APOE APOM ARHGEF2 ARL16 ARMC1 ASCC2 ATP5F1D ATP6V0B ATXN2 BAG2 BLMH C11orf24 C2orf42 C3orf14 C3orf62 C5orf15 C9orf40 CD40 CD70 CDK2AP1 CHAC2 CHST15 CHST2 CLCC1 COIL COQ8B COX8A CSNK2A1 CTR9 CUL1 CUL4A DBI DCAF4 DGLUCY DNAJC27 DPP8 DSTN DYNLT4 DYRK3 EAPP ECHDC1 EEF1AKMT1 EIF2B5 EIF2S3 EIF3A EIF4H EMG1 ERAL1 ERBB3 FAM174B FBXW11 FDFT1 FEM1B FOXP1 FUBP1 FZR1 GAS2 GC GEMIN2 GFPT1 GLO1 GOLGA3 GSS GTF3A HAUS1 HDAC7 HESX1 HINT1 HIPK2 HSPA4 ID1 IDH3B IFTAP ILRUN IMPDH2 INPPL1 INTS1 INTS12 ITGB1BP1 ITM2A KBTBD4 KDM8 KPNA6 LARP1 LCMT2 LDAH LHX5 LHX6 LMAN2 LNX2 LYRM2 M6PR MAGI1 MAP3K7 MCOLN2 MCRIP1 MDH2 MFN2 MINPP1 MRI1 MRM2 MRPL54 MRPS21 MTCH2 MYCL MYO7A NAA11 NADK NBN NDUFB5 NLGN2 NUCB1 NUP160 NUP88 NXN NXT1 OST4 PFDN1 PFKFB3 PHLDA1 PIGB PIGT PLAGL1 POLE3 POLM POLR3A POLR3D PRDX1 PRPF40A PSMD4 PSPC1 PTPRCAP RBPMS2 RCN1 REV1 RIF1 RORC RPGRIP1 RPH3A RPL14 RPL22 RPP14 RTCB SELENOS SENP6 SLC15A4 SLC7A8 SLF2 SLFN12L SMIM11 SMN1 SNRPG SNX19 SOX12 SPEF1 SPEN SPRYD7 SRFBP1 SRSF10 SSR1 STMP1 SWI5 TCOF1 TEN1 TEX261 TFPI2 TMEM109 TMEM223 TMEM33 TOMM40L TPRKB TRAP1 TREX1 TRIB1 TRIM27 TRIT1 TUFT1 TUSC3 TYW1 UBXN2B USP10 WRAP73 ZDHHC3 ZNF277 ZNF566 GSE15624_3H_VS_6H_HALOFUGINONE_TREATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15624_3H_VS_6H_HALOFUGINONE_TREATED_CD4_TCELL_DN ABHD15 ACOX1 AEBP2 AHCYL2 ANKRD50 APPBP2 ARHGAP10 ARID1B ART4 BIRC3 BRAP CBR1 CCR7 CGGBP1 CIBAR1 CLDN23 CLSTN1 CORO2A CRIM1 CSRNP1 DAGLA DBR1 DGKE DHX38 DUSP15 EXOSC4 FAM117B FAM32A FAM8A1 FBXW11 FGF11 FGG FOXRED2 FURIN GABRA3 GALNS GALNT10 GBP2 GLIS1 GPBP1 GPN2 GRID1 GRWD1 GTF2I HAO1 HIF1AN HNRNPC IFNE IGF2R IL2RB ING3 IZUMO1R KDM2B KRTAP24-1 LARP1 LCP1 LIF LRIG1 LRIG3 LYG1 LYZL4 MAP3K4 MED22 MFF MIR129-2 MIR155 MPHOSPH10 MSRA MYO16 NEU3 NFYA NGRN NPW NPY2R NRARP OTOP3 PAG1 PARP3 PDE2A PDE4D PERP PFKL PHC1 PINK1 PLAG1 PLEKHB2 PLEKHG6 PLXNB3 PPM1G PPP1CB PPP1R9B PRAMEF8 PRDX6 PRELID3B PRKG1 PRMT6 PSMB6 PSMD11 RAB27A RACGAP1 RAD23B RAD51D RASGRF1 RBM17 RBSN RGS1 RNF114 RNF145 SAR1A SEC11A SEC13 SESN3 SF3A3 SH2D2A SKIL SLC23A2 SLC3A2 SLC49A4 STAT3 TAPBP TFPI2 TGFBRAP1 THAP12 TMEM179 TMEM33 TMEM59 TNFRSF10B TPO TRAPPC10 TRIM25 TRIM26 TSC22D3 TTC4 TUT1 UBE2O UBQLN2 UNC13A USP10 USP12 VPS37B WBP11 WEE2 ZBTB14 ZDHHC5 ZFP1 ZKSCAN1 ZYG11B GSE15624_3H_VS_6H_HALOFUGINONE_TREATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15624_3H_VS_6H_HALOFUGINONE_TREATED_CD4_TCELL_UP ABCG1 ACOT12 ACOT2 ACTR1B AKAP8 ALDH3A2 ARHGAP27 ARHGAP29 ARID1B ARMCX2 ARRDC1 ASB13 ATG12 ATP2B1 ATP2B4 ATP8B2 BACE1 BBS2 BIN2 BPTF C1QC C6 CCDC125 CCDC28A CCDC88C CCL22 CDADC1 CDKN2AIP CENPL CEP164 CEP295NL CLK3 CLTB CPM CRAMP1 CRIP1 CRIP2 CRYBG1 CTDSP1 CTSD CTSO CWC25 DAZAP2 DDHD1 DHX38 DMRTA1 EHD1 EMC3 EML3 ENTPD5 FAM78A FECH FGL2 FUS GADD45A GCSAM GDAP2 GFI1B GJC3 GNPTG GSAP GSN HAAO HDHD5 HERPUD2 HFE HMG20A HOPX HSPA5 IFITM3 IKZF5 IL17RA IL17RB IL18R1 IL1R2 IL2RB INSR INSYN2B IQCB1 ISG20 ITM2C KBTBD7 KDM4B KIAA0319L KMT2B L1CAM LGALS9 MAML1 MAP3K9 MAPK8IP3 MATK MBTD1 MDM4 MEGF9 MICAL1 MIR423 MIR668 MITF MTA3 MTMR10 MX1 MXD1 MYO1F MYO9B NBEAL2 NECAP2 NEDD9 NIPAL3 NR2F6 OGFOD2 OSBPL7 P2RX7 PARP16 PDE1B PDE7A PITPNM1 PLEC PLEKHG3 PRKAR2B PRR14 PSD4 PTK2B RAB37 RAC2 RBMS1 RC3H1 RETREG3 RLF RNASEL RNF138 RNF166 RNF20 RPS6KA5 RXRA S100A13 S1PR4 SDC3 SDCCAG8 SEC31A SEMA6D SFMBT2 SFXN3 SKAP1 SLC16A4 SLC22A5 SLC28A2 SNAI3 SPI1 SVIL SYT6 TAOK1 TAOK3 TBC1D22A TCF7 TGFBR3 TGM2 THRAP3 TLCD4 TMEM108 TMEM203 TMEM9B TOGARAM1 TRAF3IP2 TSC1 TTYH3 UBALD1 VCAM1 WASL WNK1 ZC3H11A ZNRF1 GSE15624_CTRL_VS_3H_HALOFUGINONE_TREATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15624_CTRL_VS_3H_HALOFUGINONE_TREATED_CD4_TCELL_DN ALG8 ALKBH7 ANAPC15 ANGPTL2 ANKLE1 ANO10 ANXA5 ANXA6 AP2M1 APOF ARFIP2 ASIC1 ATP5F1E ATP5MC1 ATP5MC2 BABAM1 BCL2L13 BCL2L2 C2CD5 C7orf50 CAD CALM3 CASP8AP2 CCDC50 CD160 CDPF1 CENPM CFAP95 CHAF1B CHPF CHSY1 CINP COPS9 COTL1 COX7A2 CSTF1 DAP3 DAPL1 DBNL DEF8 DHX33 DKC1 DNAJC22 DNMT3A DSC1 DTL DUBR DYNLL1 DYNLT2B E2F1 E2F4 EIF3I EIF3L ERBB3 FAM111A FAM135A FANCA FUBP3 GDF11 GFAP GFUS GJB3 GPAT4 GRPEL1 GYPC H2AC15 H2BC26 H2BC3 H4C8 HPRT1 IFNE INTS3 IRAG2 KCTD13 KIF11 KLHL9 LAMP5 LITAF LRATD1 LSM3 MAPK11 MCC MCM5 MCM7 MCRIP2 MECR MED22 MIR155 MITF MRPL23 MRPL39 MRPS17 MSRB1 MTAP MXD3 NAPA NCAPD2 NDUFA8 NDUFAF2 NPM1 NRIP3 NT5C PDIA3 PDXK PFKL PGM2 POLA2 POLR2E POLR2F PPIC PPME1 PPP4C PRCC PRDX2 PRELID2 PRIM1 PRR3 PSME3 PTPN6 RAB18 RAB33A RASAL1 RASGEF1B RASL11B RGS1 RHD RNASEH2C RNF187 RNF26 RPL36 RPS8 RS1 RTL6 SAMD14 SDHB SF3B3 SGSM3 SGTA SHMT1 SLC25A39 SLC2A1 SMIM12 SMYD2 SNAI1 SNAPC2 SNRPE SUZ12 SYCE2 TBL3 TIAM1 TM9SF3 TMEM131 TMEM147 TMEM255A TMPO TNFRSF9 TOMM7 TOPBP1 TOR1A TRAPPC4 TUBG2 TXNDC12 UBASH3A UNC13A UNG UTP4 VHL WDR90 XXYLT1 ZGRF1 ZMAT5 GSE15624_CTRL_VS_3H_HALOFUGINONE_TREATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15624_CTRL_VS_3H_HALOFUGINONE_TREATED_CD4_TCELL_UP ABHD16A AHR AKAP10 AMDHD2 ANGEL2 AP3D1 ARIH2 ARL15 ARL2BP ARRDC2 ATG2A ATP11B AXIN2 AZI2 BARX2 BRAP BRD2 BTBD19 C1GALT1 CACNB1 CALHM6 CALN1 CCL4 CD200R1 CD47 CLDN23 CLINT1 CRK CRLF3 CSNK1G2 DAPP1 DCAF4 DNAJC7 DOCK10 DVL3 E2F6 ENTPD6 EPN1 EXOC1 FBXO28 FBXW10 FCHSD2 FKBP15 FLI1 GBP2 GBP5 GDF2 GPR132 GPR146 GSTT1 GVINP1 GZMM HECTD3 HTATIP2 ICOSLG IFIT3 IFNGR1 IFNGR2 IL7R IQGAP1 IRF7 IRS2 ITGA6 JAK2 JARID2 KAT2A KBTBD3 KHDRBS1 KIDINS220 KRAS L1CAM LMBRD1 LYST MAF MAPK14 MBTD1 MIF4GD MIR211 MIR325 MIRLET7D MLYCD MOSMO MPHOSPH9 MSI2 MTMR3 N4BP1 NCOA3 NEK3 NEK9 NFATC3 NFE2L2 NIN NQO1 NXPE3 PARP14 PBRM1 PCDHB10 PDE11A PGM2L1 PICALM PLK3 PNPLA2 POLR3B PPP4R1 PRKAB2 PRPF40B RAB33B RARG RCOR1 RFFL RNF31 RNF6 RPS6KA5 RRAGD SDCBP SEC16A SFT2D2 SGCB SIKE1 SLC2A8 SLC31A2 SLC48A1 SLFN5 SMAD2 SMUG1 SNX15 SOCS1 SP1 SP2 STAT2 STRBP SYDE1 SYS1 TAF1A TAPBP TBC1D23 TET2 TGFBR1 TGIF1 TMED4 TMEFF1 TMEM87A TNFAIP3 TNKS TRAFD1 TRAPPC2 TRAPPC2L TRAT1 TSPO UBL3 UBR2 WARS1 WEE2 XAF1 XPR1 YJU2B ZC3H7A ZEB1 ZMYND12 ZPBP2 GSE15624_CTRL_VS_6H_HALOFUGINONE_TREATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15624_CTRL_VS_6H_HALOFUGINONE_TREATED_CD4_TCELL_DN ADAMTS6 ADARB1 ADGRL1 ADIPOR2 ADO AIMP1 ALDH9A1 ANGPTL4 BABAM2 BAG2 BCKDK BCS1L BOP1 CACYBP CALM3 CARS1 CCDC127 CCDC6 CDC37 CDKN1A CELF1 CENPS CHAC1 CHD1L CHID1 CILK1 COMTD1 COQ2 COX6B1 CPSF4 DGAT2 DNAJA3 DPP9 DUS1L DYNLT2B ECE1 ECSIT EEF1D EFTUD2 EIF5A EMC2 ERI1 FANCB FARP1 FBXW11 FDFT1 FIGNL1 GAN GFOD1 GLRX3 GNAQ GNG12 GYS1 H4C3 HARS1 HCCS HEATR1 HEATR3 HIBADH HSPBP1 IL2 IL3 IMMP2L IMP3 IMP4 INTS9 IPO4 ITGB1BP1 KEAP1 KLHL26 KSR1 LDB3 LRP8 LRWD1 MBD3 MIEF1 MIR103A2 MPDU1 MRPL21 MRPS12 MSRB1 MYBBP1A NADK NANS NARS1 NDUFS3 NEDD8 NEK7 NELFE NUCKS1 NUDT21 NXPE3 OGFOD1 OXSR1 PA2G4 PACRGL PCK2 PCNP PDCD5 PDXK PGAP2 PHLDA3 PIDD1 PLEKHA8 PLPP3 PNKD PNN POLR1H PPFIBP1 PPM1G PPP1R7 PPRC1 PRDM4 PRPF31 PSMD11 PSME2 PWP2 RAB1B RAD18 RARS1 RBM43 RFX5 RMDN3 RNASEH2B RNF34 RPN2 RPP25 RRAGB RRP15 SEC23B SEPTIN7 SF3A1 SIRT4 SLBP SLC12A4 SLC26A6 SLC30A3 SLC39A8 SLC7A11 SND1 SNRPD3 SPAG7 SPATA24 SPIN4 SPRED1 SPRYD4 TAF6 TLCD3A TMEM129 TMEM14C TRAP1 TRAPPC3 TRAPPC5 TRIM21 TUBG2 TUBGCP2 UBAP2L USP5 VCP VRK1 WDR12 XXYLT1 ZNF708 GSE15624_CTRL_VS_6H_HALOFUGINONE_TREATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15624_CTRL_VS_6H_HALOFUGINONE_TREATED_CD4_TCELL_UP ABCA2 ACAP1 ACOX2 ACOX3 ACTR6 ADGRE4P AGXT AKAP7 ALKBH2 ANAPC10 APBB1IP BHLHA15 C2 CCDC184 CCDC69 CCDC88A CD226 CD300C CD48 CD9 CDK3 CFI CGA CIZ1 CLDN1 CLEC1B CLEC9A CTNND2 CUEDC1 CYYR1 DENND6A DMWD DPM2 ECT2L ENO3 FANCL FBXL20 FBXW10 FHIP2B FLT3 FNDC5 GHDC GLRX GOLPH3L GP2 GRIK1 GSTT2 HMGB1 HPGD IDH3G IFI30 IFT74 IGSF6 IL13RA1 IL17RB IL24 INPP5K INTU ITGA9 KCNA2 KCNJ16 KLF3 KLK12 KRT39 LAIR1 LARGE1 LIFR LIN28B LRRC23 LRRC56 LY6G5B LY96 MBLAC2 MMP9 MYO10 MYO7B MYT1L NAV1 NCLN NEURL1B NFE2L2 NKX2-6 NR2C1 NRIP1 NUFIP2 NXPE3 OSBPL7 PAXX PDE11A PIAS3 PLA2G7 POC1B POLR3A PPT1 PRICKLE1 PTGS1 PTPN3 RASA3 RFK RFX2 RNASEL RNF144B RSU1 SCGB1A1 SCNM1 SCNN1A SCNN1G SCPEP1 SIGIRR SIRPA SLC27A3 SLCO1C1 SLFN5 SMAD4 STON2 TADA3 TAGLN2 TET1 THEMIS2 TMEM171 TMEM176B TMEM184C TNFSF9 TRAPPC2L TRIM15 TRPM4 TYROBP UBL7 VANGL2 VPS26C WDPCP WDR35 XAF1 GSE15659_CD45RA_NEG_CD4_TCELL_VS_ACTIVATED_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15659_CD45RA_NEG_CD4_TCELL_VS_ACTIVATED_TREG_DN AMH DENND2B DNAAF10 EIPR1 EMC4 GET1 GFUS HACD4 KRBOX5 NECTIN4 PLCB2 PLEKHH3 PLEKHM3 PLIN4 PLIN5 PLK4 PLPP5 PNPT1 POLD4 POLR1H POP7 PPP1R13L PPP2CA PPP2R5A PPP4R2 PRDM1 PRDX3 PRKAG3 PRMT3 PROCR PROM1 PSMA2 PSMG2 PSRC1 PYHIN1 RAB11FIP4 RAB2B RAB8B RABGAP1 RAMP1 RD3 RENBP RGS17 RGS4 RHBDL2 RHOH RNF10 RNF113A RNF150 RNF214 ROCK1 ROPN1B ROS1 RPAIN RPL26L1 RPS6KB2 RRM1 RSPH1 RSPH10B2 RTN4 RTP1 S100P S1PR2 SAMSN1 SAP18 SAP30BP SARS2 SCARF2 SCN8A SCO2 SDC3 SDCCAG8 SEC14L1 SEC23B SEC24D SEMA4A SEMA6A SEPHS2 SEPTIN3 SETD1B SF3B1 SGO2 SH2D1A SHISA6 SHMT2 SKI SLC16A4 SLC25A2 SLC25A3 SLC35E2A SLC35F3 SLC39A1 SLC41A1 SLC43A2 SLC43A3 SLC45A1 SLC4A2 SLC4A9 SLC8B1 SLC9A8 SMAD1 SMAP2 SMG5 SNAP91 SNED1 SNORA65 SOX2-OT SPATA22 SPATC1 SPDYA SRL SSR2 ST7-AS1 STARD3 STARD4 STING1 STK16 STK25 STK32A STX10 STX16 STXBP5L SUMO4 SYN2 TAS2R9 TBC1D4 TCEAL8 TCP10L3 TFF2 TGM6 THAP1 THBS2 THRB TIFAB TIMM17A TINF2 TLR4 TMCO6 TMEM208 TMEM97 TMSB4Y TNFSF12 TOP3A TOR1AIP1 TP53INP2 TPMT TPR TPSAB1 TRAPPC6B TRIM16 TRIML1 TRIP12 TRIP6 TRPM6 TTC12 TTL TTTY13 TUBB4B TUBGCP3 TUSC2 TYSND1 UBA3 UBA6 UBE2J1 UBE2U UBL3 UBL7 UBR3 UGT2B17 USP11 USP34 USP43 UTP11 VCPIP1 WARS1 WDR33 WDR91 YIPF2 YPEL5 YY1 ZAN ZC3H13 ZCCHC13 ZCCHC9 ZDHHC8BP ZFC3H1 ZMIZ2 ZNF131 ZNF200 ZNF316 ZNF385D ZNF394 ZNF530 ZNF596 ZNF663P ZNF687 ZNF747 ZSCAN29 GSE15659_CD45RA_NEG_CD4_TCELL_VS_ACTIVATED_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15659_CD45RA_NEG_CD4_TCELL_VS_ACTIVATED_TREG_UP ABHD1 ACOT6 ACTR3B ADAMDEC1 ADAMTSL3 ADCY9 ADH7 AEBP2 AFAP1 AGK AGRN ALDH1L2 ALKBH7 ALPK1 ALX4 ANGPT4 ANKMY1 ANKRD45 ARHGAP29 ARHGAP35 ARHGAP5 ARHGEF19 ARIH1 ARL4A ARPIN ARSJ ART4 ASB15 ASCL3 ASF1A ASMTL-AS1 ATOH7 ATP13A5 ATXN3L AVEN AVPR1A B3GAT1 BAALC-AS2 BAHD1 BAZ1A BBOX1 BDNF BEND4 BLCAP BOLA1 BPI BTAF1 C10orf53 C1QTNF7 C1orf210 C2orf15 C4orf36 CABLES1 CABP2 CACNA1A CACNG7 CALCA CAMK1D CASKIN2 CBY3 CC2D1B CCDC152 CCDC33 CCDC97 CCNY CCS CD40LG CD46 CD7 CDC26 CDH19 CDHR5 CDK5RAP2 CDS1 CEACAM19 CECR2 CEP68 CES1 CFAP298 CFAP47 CHD9 CHPF CHRNA2 CHRNA4 CHRNB2 CITED4 CLTCL1 CLU CMTM5 CNPY1 COIL COL10A1 COL6A6 CPLX2 CPNE3 CRBN CREB3L4 CSNK1D CST3 CSTA CUBN CXCL14 CXCL16 CXXC1P1 CYFIP1 CYMP CYP2E1 CYP4Z1 CYSLTR2 DACT1 DAD1 DDA1 DGCR5 DHX58 DLL3 DLX1 DMTN DNAH17 DNASE1L2 DPYS DUS1L DYNC1I1 EEF1D EFCAB10 EFNB1 EIF2AK2 EIF2AK3 ENPP3 ENTPD2 ENTPD3 ERLEC1 ETV6 EVX1 EXOC2 FAAP100 FAIM FAM219B FAM47A FBXL16 FBXW9 FGF23 FHL1 FKRP FLYWCH2 FNDC8 FOS FPGS FSIP1 FST FUS FXYD5 GABARAPL3 GABRR3 GCAT GEMIN4 GFPT2 GFRA1 GGA2 GIMAP8 GJB3 GPAT4 INTS6L KLHL30-AS1 LINC00951 LINC01550 LINC01588 LINC02880 LINC02904 LINC03040 MFSD12 MUCL3 MVB12B MYRF-AS1 NELFB NOCT NR2F1-AS1 OGFOD3 PAGR1 PRR29 PXYLP1 RHNO1 RMDN3 SCN8A SCP2D1 SMG8 SOWAHA SUCO TBATA TBC1D32 TEX38 TEX43 TLCD3B TMBIM1 TMEM263 ZBTB7C-AS2 ZGRF1 ZNF736 GSE15659_CD45RA_NEG_CD4_TCELL_VS_NONSUPPRESSIVE_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15659_CD45RA_NEG_CD4_TCELL_VS_NONSUPPRESSIVE_TCELL_DN EIPR1 ENTR1 GFUS IL13RA2 KRBOX5 NDST2 NECTIN4 NOTCH2 PCGF1 PDLIM2 PEAR1 PEX2 PIGV PIGW PIK3AP1 PILRA PKD2L1 PKD2L2 PLB1 PLCB2 PLD2 PLEKHA8 PLEKHH3 PLEKHM3 PLIN4 PLK4 PNPT1 POLR3F PPP1R13L PPP1R16A PPY PRAM1 PRDX3 PRODH PRR9 PSKH2 PSMG2 PSPN PTH2R PUSL1 PXDNL PYGL PYHIN1 RAB11FIP4 RAB2B RAB35 RAB8B RALGAPA1 RANBP9 RANGRF RASA1 RASD1 RBM41 RD3 REM2 RENBP RGL3 RGS17 RIT1 RND2 RNF141 RNF150 RNF214 RPS3A RRAGB RTN4 RTP1 S100A16 S100P S1PR2 SAMSN1 SARS2 SCARF2 SDCCAG8 SEC11A SEC14L1 SEC24D SEMA4A SEMA6A SEPHS2 SETD1B SGO2 SHB SHMT2 SKI SLC16A11 SLC22A18 SLC25A3 SLC25A46 SLC26A11 SLC35E2A SLC43A2 SLC43A3 SLC4A9 SLC8B1 SLC9A8 SLFNL1 SMAD1 SMAP2 SMC1A SNAP91 SNED1 SPACA7 SPARC SPATA5L1 SPATC1 SPATS2L SPCS2 SRL SSH2 ST7-AS1 STC2 STING1 STK16 STK25 STK32A STXBP5L SUN1 SUSD4 SYN2 TBC1D4 TBX3 TCEAL8 TCP10L3 TEX11 TEX12 TGM6 THAP1 THBD THBS2 THEMIS2 THRB TK1 TLL2 TLR4 TMCO6 TMEM126A TMEM158 TMEM63B TMEM80 TMEM97 TMSB4Y TNFSF12 TOMM22 TOP3A TP53 TP63 TPMT TRABD TRAPPC6B TRIM16 TRIM36 TRIP6 TRPM6 TTC7A TTTY13 TUBB4B TUBD1 TULP2 UBA3 UBA6 UBE2D1 UBE2U UBL3 UGT2B17 UNC13D USP11 USP43 USP9X UTP11 UTP18 WARS1 WIF1 YIPF2 ZAN ZC3H15 ZCCHC9 ZFAND5 ZFP69B ZMIZ2 ZNF131 ZNF142 ZNF200 ZNF277 ZNF287 ZNF316 ZNF34 ZNF341 ZNF354C ZNF394 ZNF430 ZNF432 ZNF557 ZNF579 ZNF687 ZNF747 ZNRF2 ZSCAN12 ZSCAN29 GSE15659_CD45RA_NEG_CD4_TCELL_VS_NONSUPPRESSIVE_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15659_CD45RA_NEG_CD4_TCELL_VS_NONSUPPRESSIVE_TCELL_UP AAMP ACVR2A ADAMDEC1 ADAMTS5 ADAMTSL1 ADAMTSL3 ADCY9 ADH7 AEBP2 AFAP1 AGK ALDH16A1 ALDH1L2 ALKBH7 ALOX12 ALX4 AMER2 APOL6 ARHGAP35 ARHGAP5 ARHGEF19 ARHGEF5 ARL4A ARPIN ART4 ASB12 ASB8 ASF1A ATOH7 ATP13A5 ATRN ATXN3L B3GAT1 BBOX1 BBS1 BCDIN3D BCL11A BCL2L14 BCOR BCS1L BDNF BID BLCAP BOLA3 BPI BPIFB6 C12orf60 C2orf15 C3orf70 C3orf85 C8orf17 C9orf85 CABP2 CACNG7 CALCA CAMK1D CBY3 CCDC115 CCDC15 CCDC152 CCDC28B CCDC88C CCNY CD40LG CD7 CD8B CDH15 CDHR5 CEACAM19 CEP68 CES1 CETN2 CFAP47 CGNL1 CHMP1A CHPF CHRM5 CHRNA1 CHRNA4 CHRNB1 CHRNB2 CHST12 CLDN2 CLTCL1 CLU CNPY1 COA3 COBL COMMD5 CPLX2 CPNE3 CPNE9 CSH1 CSNK2B CSPG5 CST11 CTAG2 CTSC CXCL2 CYBA CYFIP1 CYLD CYP2J2 CYP4F29P CYP4Z1 CYTH2 CYTIP DACT1 DAD1 DDX11L2 DHX58 DLD DLX1 DMTN DNAJB14 DNAJC28 DNASE1L2 DOCK2 DOHH DPYS DUS1L DUSP14 EFCAB10 EIF3K EIF5A2 ENTPD2 ENTPD3 EPHX3 ETS1 ETV6 EVL EVX1 EXOC2 EXOC7 FAAP100 FAIM FAM47A FAM50A FAM83C FAM86C1P FAM87A FAP FBXL14 FBXL16 FBXW9 FGF13 FHL1 FKRP FLYWCH2 FOS FOSL2-AS1 FOXL1 FOXRED2 FPGS FST FTH1 FUNDC1 GPAT4 INHBE LAMP5 LINC00951 LINC01550 LINC01588 LINC01949 LINC02210 LINC02880 LINC03040 MCUB MFSD12 MUCL3 MVB12A MVB12B NDNF NOCT NR2F1-AS1 OGFOD3 PAGR1 PCDH17 RHNO1 RMDN3 SCN8A SCP2D1 SIGLECL1 SLC25A3P1 SUCO TBATA TBC1D32 TEX38 TEX43 TMA7 TMEM8B TRMT13 ZBTB7C-AS2 ZGRF1 ZNF736 ZNG1A GSE15659_CD45RA_NEG_CD4_TCELL_VS_RESTING_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15659_CD45RA_NEG_CD4_TCELL_VS_RESTING_TREG_DN CFAP44 ENTR1 HACD3 KRBOX5 PROM1 PRPF39 PRR9 PSKH2 PSPN PSTK PUM2 PUS7 PUSL1 RAB11FIP4 RAB43 RABGAP1 RBM41 REM2 REPIN1 RGL3 RHBDL2 RIPPLY2 RIT1 RNF141 ROS1 RPAIN RPE65 RPL3L RPS17P5 RPS3A RPS6KB1 RRAGB RRM2B RTP1 RTP3 S100A16 SAMD12 SARS2 SCARF2 SCARNA2 SCGB3A2 SCN8A SDC3 SDCCAG8 SEH1L SEMA6A SEMA7A SEPTIN3 SETD1B SETD6 SF3B1 SGO2 SGSM2 SHANK2 SHB SKI SLC16A11 SLC35D1 SLC35E2A SLC43A2 SLC43A3 SLC45A1 SLC4A11 SLC6A7 SLC8B1 SLC9A8 SLFNL1 SMAP2 SMC1A SMG5 SNAP91 SNHG12 SNHG4 SNORA65 SP140L SP6 SPACA7 SPATA22 SPATA7 SPATC1 SPCS2 SPDYA SRL SRRM1 SSH2 SSR2 ST7-AS1 STC2 STK25 STK32A SUCLG2 SULT1B1 SUN1 SUSD4 SYN2 TAS2R9 TBC1D10A TBC1D4 TBX3 TCEA3 TCN2 TELO2 TEX2 TFDP2 TGIF2LY TGM6 THBD THBS2 THOC6 TIMM23B TLCD1 TLL2 TLN2 TLX3 TMCO6 TMEM125 TMEM220 TMEM70 TMEM97 TMLHE TMSB4Y TNFSF12 TNNC1 TNR TOMM70 TOP3A TP53 TPMT TRAK1 TRIM36 TRIM54 TRIP11 TRPM6 TSC22D2 TSGA10 TSNARE1 TTC12 TTC4 TTLL12 TTLL13 TUBGCP3 TUSC2 UBE2U UBR3 UCN UMPS USP34 USP43 USP7 USP9X UTP23 UTP6 VASN VEGFB VIPR2 WAPL WDR4 WDR74 WDR89 WDR90 WDR91 WNT9B YIPF2 YRDC YY1 ZAN ZCCHC13 ZDHHC15 ZDHHC8BP ZFAND5 ZFP69B ZIC1 ZMIZ2 ZNF131 ZNF268 ZNF277 ZNF285 ZNF287 ZNF324B ZNF341 ZNF346 ZNF354C ZNF394 ZNF430 ZNF44 ZNF557 ZNF579 ZNF585B ZNF596 ZNF644 ZNF655 ZNF663P ZNF665 ZNF687 ZNF786 ZSCAN26 ZSCAN29 ZSCAN9 GSE15659_CD45RA_NEG_CD4_TCELL_VS_RESTING_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15659_CD45RA_NEG_CD4_TCELL_VS_RESTING_TREG_UP ABAT ACAT1 ACY3 ADAM9 ADAMDEC1 ADAMTS5 ADAMTSL3 ADCY7 ADCY9 ADHFE1 AFAP1 AGK AGPS ALDH16A1 ALDH1L2 ALX4 AMER2 AMPD2 ANGPT4 ANK1 ANXA4 AP1M1 AP3M1 ARHGAP29 ARHGAP35 ARHGEF19 ARHGEF5 ARL6IP6 ARPIN ART4 ASAP2 ASB15 ASCL3 ASF1A ASMTL-AS1 ATF7 ATP6AP1 ATP6V0C ATRN ATXN1 ATXN3L AVEN BAHD1 BAZ1A BBOX1 BCL2L14 BCL3 BDNF BEND4 BHLHE22 BID BMAL1 BMS1P1 BOLA3 BPI C1QTNF7 C1orf122 C1orf210 C2orf15 C4orf36 C9orf85 CABLES1 CABP2 CABS1 CACNG7 CALCA CAMK1D CASP3 CASP8 CBY3 CC2D1B CCDC136 CCDC152 CCDC33 CCDC88C CCDC97 CCNF CD248 CD40LG CD8B CDH19 CDIPT CDK1 CECR2 CENPE CENPN CEP164 CES1 CETN2 CFAP47 CHPF CHRNA1 CHRNA4 CHST12 CHUK CLDN2 CLEC14A CLEC7A CLU CMTM5 CNPY1 COA3 COL5A1 COMMD5 COMMD7 COPG1 COTL1 COX7A1 CPLX2 CPNE3 CPNE9 CR2 CRBN CRYBG1 CSNK1G3 CSPG5 CST11 CST3 CTAG2 CTNS CUBN CXCL14 CXXC1P1 CYBC1 CYP2E1 CYP4Z1 DCP2 DGCR5 DMTN DNAJB14 DNAJC28 DNAJC9 DNASE1L2 DOC2A DOHH DPYS DUSP14 E2F1 EEF1E1 EFCAB10 EFR3A EIF3J EIF3K EIF5A2 ELAC1 ELMO1 ENTPD1 ENTPD3 EOMES ERLEC1 ETV6 ETV7 EXOC2 EXOSC1 EYA3 FAIM FAM118B FAM47A FAM47C FAM83C FBXL14 FBXO45 FBXW5 FBXW9 FDCSP FHL1 FOS G3BP2 GPAT4 HTR5A INHBE KLHL30-AS1 LINC01949 LINC02880 LINC03040 MCUB MUCL3 NDNF NOCT PRAMEF12 RHNO1 RMDN3 RNF32-DT SCN8A SPRING1 TBATA TEDC1 TEX43 THEMIS2 TMA7 TMEM242 YWHAH-AS1 ZBTB7C-AS2 ZGRF1 ZNG1A GSE15659_NAIVE_CD4_TCELL_VS_ACTIVATED_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15659_NAIVE_CD4_TCELL_VS_ACTIVATED_TREG_DN ARHGAP42 DENND2B DESI2 DNAAF10 EMC4 GET1 GFUS LINC00310 LINC01121 NECTIN4 POLR1H PPM1K PPP2R1A PPP2R5A PPP4R2 PRAMEF12 PRDM1 PRDX4 PRG3 PRKAG3 PRRG3 PSEN1 PSMA2 PSMA6 PSMG2 PSRC1 PTH2R PTPN18 PVR PXDNL PYHIN1 RAB2B RAB8B RAMP1 RANBP9 RANGRF RAP2B RASD1 RBM28 RBPMS RD3 REM2 RENBP RGS17 RGS4 RHBDL2 RHOC RHOH RNF10 RNF113A RNF167 RNF19A RNF214 ROCK1 ROPN1B ROS1 RPE65 RPL26L1 RRM1 RSPH1 RSPH10B2 RTP1 RTP3 RUSC1 S100A16 S1PR2 SAGE1 SAP30BP SARS2 SCARF2 SCEL SCGB3A2 SCN8A SCO2 SEC23B SEC24D SEMA4A SEMA6A SEMA7A SEPHS2 SEPTIN3 SF3B4 SGO2 SH2D1A SHB SHISA6 SHMT2 SLC16A11 SLC22A1 SLC22A18 SLC25A2 SLC35F3 SLC39A1 SLC39A7 SLC41A1 SLC43A3 SLC44A3 SLC45A1 SLC4A2 SLC4A9 SLC6A7 SLC9A5 SLC9A8 SLFNL1 SNAI2 SNAP91 SNED1 SNORA65 SNRNP40 SNX3 SOX11 SOX2-OT SPATA12 SPATA5L1 SPATC1 SPATS2L SPDYA SRL SSR2 ST7-AS1 STARD4 STING1 STK16 STK25 STK32A SYN2 TAS2R9 TBC1D4 TBCCD1 TBX3 TCP10L3 TDRD7 TFF2 THBS2 THRB TIMM17A TINF2 TK1 TLCD1 TLR4 TMBIM1 TMCO5A TMEM125 TMEM126A TMEM158 TMEM208 TNF TOMM22 TOP3A TOR1AIP1 TP53I13 TP53INP2 TP63 TPI1 TPMT TPSAB1 TRAK1 TRAPPC6B TRIM16 TRIML1 TRIP12 TRPM6 TSNAX TTC33 TTC7A TTL U2AF1 UBE2J1 UBE2U UBE4B UBL3 UBL7 UGT2B17 USP43 UTS2B VAMP3 WARS1 WDHD1 ZAN ZBED6 ZC3H13 ZCCHC13 ZFAND5 ZFP36L1 ZIC1 ZMIZ2 ZNF142 ZNF277 ZNF28 ZNF324B ZNF34 ZNF394 ZNF414 ZNF557 ZNF596 ZNF861P ZPBP2 ZSCAN29 GSE15659_NAIVE_CD4_TCELL_VS_ACTIVATED_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15659_NAIVE_CD4_TCELL_VS_ACTIVATED_TREG_UP ABHD1 ACOT6 ACVR2A ADAMTSL3 ADCY9 AFAP1 AGRN AK9 ALK ALKBH7 ALMS1P1 ALX1 ALX4 ANKMY1 ANKRD34A ANKRD45 ANO8 AP4B1 APOL6 ARHGEF16 ARHGEF19 ARPIN ARSJ ATP13A5 BAALC-AS2 BAHD1 BBOX1 BBS1 BCDIN3D BCL11A BDNF BEND4 BID BLCAP BMS1P1 BOLA3 BPI C1QTNF7 C2CD2 C4orf36 C9orf40 CA8 CABLES1 CABP2 CACNA1A CACNG7 CALCA CAMK1D CAMSAP2 CAPZA3 CC2D1B CCDC115 CCDC15 CCDC180 CCDC28B CCL4 CCNY CCS CD248 CD40LG CD46 CD8B CDK5RAP2 CDS1 CEP68 CETN2 CFAP298 CGNL1 CHD9 CHKA CHRNA2 CHRNB2 CHRNG CITED4 CLCN3 CLTCL1 CMTM5 CNNM4 CNOT4 CNPY1 COG1 COL10A1 COL6A6 COPG2 COX7A1 CPNE3 CR2 CRBN CREB3L4 CSNK1D CSTA CUBN CXCL14 CXXC1P1 CYP2J2 DAAM2 DACT1 DDAH2 DEPTOR DGCR5 DHX58 DLL3 DLX1 DMBX1 DMTN DNAH12 DNAJA4 DOHH DPYS DUS1L DUS4L DUSP14 ECI2 ECM1 EEF1D EEF1E1 EFCAB10 EIF2AK3 EIF3K EML3 ENPP3 EP400P1 EPM2AIP1 ERP29 ETS1 ETV6 EVL EVX1 EXOC2 FAAP100 FAM111B FAM181B FAM47A FAM86C1P FBXL14 FBXO46 FGF23 FRAT2 FUS GABARAPL3 GABRR3 GASK1B GCAT GJB3 GMNC GPC2 GPC3 GPN3 GPX7 GRAP GRIN3B GSTM4 GTF2H1 GUCY1A1 GUF1 GUSBP11 H1-5 H2BC1 HARS1 HDAC7 HELZ HMX2 HNRNPA2B1 HPD HRK HSD17B1 HSD17B2 HTR5A IBSP IDO1 IFI44L LINC00951 LINC01588 LINC01949 LINC02210 LINC02880 LINC03040 MCUB MFSD12 MTRES1 OGFOD3 PAGR1 PPP1R32 PRDM16-DT PXYLP1 SMG8 SOWAHA SUCO TMA7 TRAPPC11 ZBTB7C-AS2 ZGRF1 ZNF736 GSE15659_NAIVE_CD4_TCELL_VS_NONSUPPRESSIVE_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15659_NAIVE_CD4_TCELL_VS_NONSUPPRESSIVE_TCELL_DN ARHGAP42 DENND2B DNAAF10 FBXL16 GET1 GFUS HACD4 IL13RA2 KATNB1 LINC01121 NECTIN4 PSMA2 PSMA6 PSMG2 PSPN PSRC1 PTPN18 PTPRT PUSL1 PVR PXDNL PYGL PYHIN1 RAB2B RAB35 RAD21L1 RANBP9 RANGRF RAP2B RASD1 RBM28 RBPMS REM2 RENBP RGL3 RHBDF2 RHOC RNASET2 RND2 RNF10 RNF19A RNF214 ROBO2 ROCK1 ROPN1B RPE65 RPL3L RPN1 RPS6KB2 RRM1 RSPH10B2 RTN4 RTP1 RTP3 RUSC1 S100A16 S100P S1PR2 SAGE1 SAMSN1 SAP30BP SCAMP5 SCEL SCGB3A2 SCNN1G SEC11A SEC23B SEC24D SEC61B SEMA4A SEMA6A SEPTIN3 SERHL2 SERPINA9 SGO2 SHB SLC16A11 SLC22A1 SLC22A18 SLC25A3 SLC25A46 SLC26A11 SLC43A2 SLC43A3 SLC4A2 SLC4A9 SLC9A5 SLC9A8 SMAD1 SNAI3 SNAP91 SNX3 SOX11 SOX2-OT SPACA7 SPATA12 SPATA2 SPATA22 SPATA7 SPATC1 SPATS2L SPCS2 SRL ST7-AS1 STC2 STK16 STK25 SUSD1 TBC1D4 TBCCD1 TBX3 TCP10L3 TDRD7 TEX11 TFF2 TGM6 THBD THBS2 THRB TIFAB TIMM17A TIMM23B TIMP1 TINF2 TK1 TLCD1 TLL2 TLN2 TLR4 TLX3 TMCO5A TMEM125 TMEM126A TMEM158 TMEM208 TMEM63B TMLHE TNF TNFAIP3 TOMM22 TOR1AIP1 TP53I13 TP53INP2 TP63 TPI1 TPMT TRABD TRAK1 TRAPPC6B TRIM16 TRIM36 TRIML1 TRIP12 TRPM6 TTC33 TTC7A TTL TTTY13 TUBB4B TULP2 TUSC2 UBA3 UBA6 UBE2D1 UBE2J1 UBE2U UBE4B UBL3 UBL7 UGGT1 UNC13D USP43 UTP11 UTS2B VAMP3 VENTXP1 VPS35 VSTM1 WDHD1 WDR33 WNT9B YIPF2 YPEL5 ZAN ZCCHC13 ZDHHC8BP ZFP69B ZIC1 ZNF142 ZNF34 ZNF341 ZNF385D ZNF394 ZNF414 ZNF557 ZNF579 ZNRF2 ZPBP2 ZSCAN29 ZSCAN9 GSE15659_NAIVE_CD4_TCELL_VS_NONSUPPRESSIVE_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15659_NAIVE_CD4_TCELL_VS_NONSUPPRESSIVE_TCELL_UP AAMP ACTR3B ADAMTS5 ADAMTSL1 ADAMTSL3 AFAP1 AGRN AK9 AKAP9 AKR1A1 ALDH16A1 ALDH6A1 ALK ALOX12 ANAPC15 ANAPC7 ANKRD52 ANO8 AP4B1 APOL6 ARHGAP28 ARHGEF19 ARIH1 ARPIN ASB12 ASB8 ASF1A ATP13A5 ATXN1L BAALC-AS2 BBOX1 BBS1 BCDIN3D BCL11A BCOR BCS1L BID BLCAP BMS1P1 BOLA1 BOLA3 BPIFB6 BTAF1 C11orf21 C12orf60 C17orf75 C1QTNF7 C1R C2CD2 C2orf15 C3orf70 C3orf85 C8orf17 CA8 CABLES1 CABP2 CACNG7 CALCA CAMK1D CARD19 CCDC115 CCDC15 CCDC152 CCDC180 CCDC28B CCDC88C CCL4 CCNY CCS CD3E CD40LG CD46 CD7 CDC26 CDH15 CDHR5 CDS1 CETN2 CFAP298 CGGBP1 CHCHD7 CHKA CHRNA1 CHRNB2 CHRNG CITED4 CLTCL1 CNNM4 CNPY1 COBL COG1 COIL COL10A1 COX7A1 CPNE3 CRBN CREB3L4 CSH1 CSNK2B CSPG5 CTAG2 CTTNBP2 CUBN CUTA CXCL14 CXCL2 CYMP DAD1 DDAH2 DDT DDX11L2 DDX18 DEPTOR DHX58 DLD DLX1 DMBX1 DMTN DNAH12 DNAJB14 DNAJC28 DNTTIP1 DOC2A DOCK2 DOHH DUSP14 DYNC1I1 ECI2 ECM1 ECM2 EEF1D EFCAB10 EIF2AK3 EIF3K EML1 ENPP7 EPHX3 ERP29 ETNK2 ETV6 EVX1 FAIM FAM111B FAM21EP FAM47A FAM86C1P FAP FBXL14 FBXO46 FBXW9 FCSK FGF13 FHL1 FITM1 FOSL2-AS1 FOXRED2 FRAT2 FUS G3BP2 GABARAPL3 GABRR3 GATC GCAT GGA2 GIMAP8 GMNC GNG12 GPC2 GPC3 INTS6L LINC00951 LINC01550 LINC02210 LINC02880 LINC03040 MCUB MFSD12 MPV17L MVB12B NDNF OGFOD3 PAGR1 PPP1R32 SCN8A SIGLECL1 SLC25A3P1 SMG8 SOWAHA SUCO THEMIS2 TMA7 TMEM263 TMEM8B TRAPPC11 ZBTB7C-AS2 ZGRF1 GSE15659_NAIVE_CD4_TCELL_VS_RESTING_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15659_NAIVE_CD4_TCELL_VS_RESTING_TREG_DN ARHGAP42 CCDC97 CCN6 CTNS DNAAF10 ENTR1 LINC01121 RAB17 RAB35 RAB8B RAB9A RAMP1 RANBP9 RASD1 RGPD5 RGS17 RHBDL2 RHOC RHOH RIPPLY2 RND2 RNF113A RNF19A ROS1 RPL3L RRM1 RSPH10B2 RTP1 RTP3 RUSC1 S100A16 S1PR2 SAGE1 SAMSN1 SAP30BP SARS2 SCAMP5 SCARF2 SCGB3A2 SCN8A SCO2 SECISBP2 SEMA4A SEMA6A SEMA7A SEPTIN3 SERHL2 SERPINA9 SERPINB10 SETD6 SF3B4 SGO2 SHB SHE SHMT2 SKI SLC16A11 SLC22A1 SLC22A18 SLC25A2 SLC26A11 SLC26A3 SLC43A2 SLC43A3 SLC4A11 SLC4A2 SLC6A7 SLC8B1 SLC9A5 SLFNL1 SNAI3 SNAP91 SNCA SNHG12 SNHG4 SNORA65 SOX2-OT SP6 SPACA7 SPATA12 SPATA2 SPATA22 SPATC1 SPATS2L SPCS2 SPDYA SRL SSR2 ST7-AS1 STARD4 STC2 STK16 STK25 STK32A SULT1B1 SYN2 TAS2R9 TBCCD1 TCEAL8 TCN2 TFF2 TGIF2LY THBD THBS2 THRB TIFAB TIMM23B TINF2 TK1 TLCD1 TLL2 TLN2 TLX3 TMCO5A TMCO6 TMEM125 TMEM139 TMEM158 TMEM208 TMEM70 TMLHE TNF TNFSF12 TNNC1 TNR TOP3A TP53 TP53I13 TP63 TPMT TPR TRABD TRAK1 TREX1 TRIM36 TRIM54 TRPM6 TSNARE1 TTC12 TTC7A TTL TTLL12 TTLL13 TTTY13 TYSND1 UBE2D1 UBE2U UBE4B UBL3 UBL7 USP11 USP7 UTP23 UTS2B VASN VCPIP1 VEGFB VENTXP1 VSTM1 WARS1 WDR33 WDR74 WDR89 WDR90 WFS1 WNT9B YIPF2 YRDC ZAN ZCCHC13 ZFP69B ZIC1 ZMIZ2 ZMYND11 ZNF131 ZNF142 ZNF200 ZNF268 ZNF28 ZNF285 ZNF34 ZNF385D ZNF430 ZNF432 ZNF44 ZNF530 ZNF579 ZNF585B ZNF596 ZNF644 ZNF665 ZNF678 ZNF861P ZNRF2 ZSCAN12 ZSCAN26 ZSCAN29 ZSCAN9 GSE15659_NAIVE_CD4_TCELL_VS_RESTING_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15659_NAIVE_CD4_TCELL_VS_RESTING_TREG_UP ACAT1 ACVR2A ADAMTSL3 ADCY7 ADCY9 AFAP1 AGPS AGTPBP1 AKAP9 AKR1A1 ALDH16A1 ALDH6A1 ALK ALKBH7 ALX4 AMPD2 ANAPC7 ANKRD34A ANKRD52 ANO8 AP1M1 AP3M1 ARHGAP21 ARHGAP35 ARHGEF19 ARIH1 ARPIN ASAP2 ASB15 ASB3 ASMTL-AS1 ATF7 ATOH7 ATP13A5 ATP6AP1 BBOX1 BBS1 BCL11A BCL3 BCOR BCS1L BHLHE22 BID BLCAP BMS1P1 BOLA1 BOLA3 BTAF1 C12orf60 C17orf75 C19orf48P C2CD2 C2orf15 C4orf36 C9orf85 CA8 CABLES1 CACNG7 CALCA CAMK1D CAMSAP2 CAPZA3 CARD19 CASP12 CASP3 CC2D1B CCDC110 CCDC115 CCDC15 CCDC152 CCDC28B CCL4 CD248 CD40LG CDC26 CDK1 CDK5RAP2 CENPE CENPF CETN2 CFAP298 CGNL1 CHAF1A CHCHD1 CHD9 CHRNA1 CLCN3 CMTM5 CNNM4 CNPY1 COL10A1 COL5A1 COMMD7 COTL1 CPNE9 CRBN CREB3L4 CRYBG1 CSNK2B CSPG5 CTAG2 CTSC CTTNBP2 CXCL14 CXXC1P1 CYBA CYBC1 CYLD CYMP CYTIP DAAM2 DACT1 DAD1 DCAKD DCHS2 DCP2 DDAH2 DDT DDX18 DDX24 DHX58 DLD DMBX1 DMTN DNAH12 DNAJB14 DNAJC28 DNTTIP1 DOC2A DOCK2 DPYS DUS1L DUSP14 DYNC1I1 ECM1 ECM2 EEF1D EEF1E1 EFCAB10 EFR3A EIF2AK2 EIF2AK3 EIF3J EIF3K ENPP7 EP400P1 ERLEC1 ERP29 ETNK2 ETS1 ETV6 EVL EXOC7 EXOSC1 EYA3 FAM111B FAM118B FAM181B FAM21EP FAM3D FAM47A FAM47C FAM50A FAM9A FBXL14 FCSK FDCSP FITM1 FOXRED2 FUNDC1 INTS6L KIF9-AS1 LAMP5 LINC01588 LINC02210 LINC02880 LINC03040 MCUB MFSD12 NDNF PPP1R32 PRDM16-DT SOWAHA SUCO TBC1D32 TLCD3B TMA7 TMEM242 TMEM263 TRAPPC11 TRMT13 XKR8 ZBTB7C-AS2 ZGRF1 GSE15659_NAIVE_VS_PTPRC_NEG_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15659_NAIVE_VS_PTPRC_NEG_CD4_TCELL_DN ARHGAP42 BAZ1A DENND2B DESI2 DNAAF10 EMC2 GET1 HACD4 IL13RA2 LINC01121 NECTIN4 POLR1H PPEF2 PPIC PPM1K PPP2CA PPP2R5A PRAMEF12 PRDM13 PRDX4 PRG3 PRKCE PRKX PROCR PRR9 PRRG3 PSEN1 PSRC1 PTH2R PTPN18 PTPRT PVR PXDNL PYGL RAB2B RAB35 RAB9A RAMP1 RANBP9 RASA1 RASD1 RASL11A RBM25 RBM28 RBPMS RGL3 RHBDF2 RHBDL2 RHOU RIT1 RNASET2 RNF167 RNF19A ROCK1 ROPN1B RPE65 RPL3L RRM1 RSPH10B2 RTP1 RTP3 S100A16 S100P S1PR2 SAMSN1 SAP30BP SCAMP5 SCARF2 SCEL SCGB3A2 SCN8A SCO2 SDS SEC23B SEC24D SEC61B SEMA7A SERF1A SERHL2 SH2D1A SHB SHMT2 SLC22A1 SLC24A5 SLC25A3 SLC43A3 SLC44A3 SLC4A2 SLC4A9 SLC9A5 SLC9A6 SMAD6 SNAI2 SNAI3 SNAP91 SNORA65 SNX3 SOX11 SPACA7 SPATA12 SPATA2 SPATA22 SPATA5L1 SPATS2L SPCS2 SRL ST6GALNAC1 ST7-AS1 STARD4 STC2 STK36 SULT1C2 SUSD1 SYCE1L SYT14 TAS2R9 TBC1D4 TBCCD1 TBX3 TCP10L3 TDRD7 TFF2 THBD THRB TIFAB TIMM17A TIMP1 TINF2 TLCD1 TLL2 TLR1 TLR4 TLX3 TMBIM1 TMCO5A TMEM125 TMEM126A TMEM139 TMEM63C TNFAIP3 TNFSF12 TOP3A TP53I13 TP53INP2 TP63 TPI1 TPMT TRAK1 TRAPPC6B TRIM16 TRIM2 TRIM36 TRIM54 TRIM72 TRIML1 TRIP12 TRPM6 TSEN54 TSNAX TTC33 TTTY13 TTTY6 TUBB4B TULP2 UBA6 UBE2D1 UBE2J1 UBE2U UBE4B UBL7 UNC13D USP43 UTS2B VAMP3 VCPIP1 VEGFB VIPR2 VPS35 VSTM1 WARS1 WDR13 WDR33 YAP1 YIPF2 ZAN ZBED6 ZCCHC13 ZDHHC8BP ZIC1 ZMIZ2 ZNF142 ZNF385D ZNF414 ZNF44 ZNF488 ZNF644 ZNF861P ZNRF2 ZPBP2 ZSCAN9 GSE15659_NAIVE_VS_PTPRC_NEG_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15659_NAIVE_VS_PTPRC_NEG_CD4_TCELL_UP ACAT2 ACOT6 ACSL1 ACTR3B ADAMTSL3 ADCY7 AGXT AK9 AKAP9 ALDH16A1 ALK ALKBH7 ALPK1 ALX1 ANAPC15 ANAPC7 ANKRD45 ANO10 ANO8 AP4B1 ARHGAP21 ARHGAP28 ARHGEF16 ARIH1 ARPIN ASB12 ASB3 ATAD3A ATM ATRN ATXN1L BAALC-AS2 BBOX1 BBS1 BCDIN3D BCL11A BCOR BLCAP BOLA3 BPIFB6 BTAF1 BTN1A1 BTNL8 C11orf21 C12orf60 C17orf75 C1R C1orf122 C2CD2 C2CD3 C2orf15 C3orf70 C4orf36 C8orf17 C9orf40 CA5BP1 CA8 CABLES1 CACNG7 CALCA CALML4 CAMSAP2 CCDC110 CCDC152 CCDC180 CCS CD46 CD7 CDC26 CDK5RAP2 CDS1 CEACAM1 CELF6 CENPF CETN2 CGGBP1 CGNL1 CHCHD7 CHD9 CHKA CHL1 CHRNA1 CHRNA2 CHRNB2 CHRNG CHUK CITED4 CLCN3 CLTCL1 CMTM5 CNGA3 CNNM4 COIL COL10A1 COMMD7 COPG2 CPNE3 CR2 CRBN CREB3L4 CSNK1D CTAG2 CTSV CTTNBP2 CUBN CXCL14 CXXC1P1 CYBB CYBC1 CYMP CYP7B1 CYTIP DACT1 DAD1 DCAKD DCHS2 DCP2 DDAH2 DDT DDX11L2 DDX18 DEPTOR DHX58 DIO1 DMBX1 DNAH12 DNAJC28 DNASE1L3 DNTTIP1 DPYS DUS1L DUS4L DYNC1I1 ECI2 ECM1 ECM2 EEF1D EFCAB10 EML3 ERP29 ETNK2 ETS1 EVX1 EXOC7 F13A1 FAAP100 FAM111B FAM181B FAM47A FAM86C1P FAM9A FBH1 FBXO3 FBXO46 FCSK FITM1 FKBP7 FKRP FLYWCH2 FOXRED2 FRAT2 FRRS1L FTO FUNDC1 FUS GABARAPL3 GABRR3 GAS6-DT GASK1B GCAT INTS6L LBX1-AS1 LINC00587 LINC02880 LINC02915 LINC03040 LRRC8C-DT MCUB MFSD12 MTRES1 NDNF OGFOD3 PAGR1 PAXBP1-AS1 SMG8 SUCO TBC1D32 THEMIS2 TLCD3B TMA7 TMEM263 ZBTB7C-AS2 ZNF736 GSE15659_NONSUPPRESSIVE_TCELL_VS_ACTIVATED_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15659_NONSUPPRESSIVE_TCELL_VS_ACTIVATED_TREG_DN CCN6 DENND2B DNAAF10 EIPR1 EMC4 GFUS LMNTD2-AS1 NECTIN4 PRKAG3 PRKRA PRMT3 PROCR PROM1 PSEN1 PSMA2 PSMA6 PSMG2 PSPN PTH2R PTK2B PUM2 PYHIN1 RAB2B RAB35 RAB8B RAMP1 RANBP9 RANGRF RASA1 RCOR1 REM2 RGS4 RHBDL2 RHOH RIT1 RLF RNF10 RNF113A RNF141 RNF150 RNF167 RNF19A ROCK1 ROS1 RPL26L1 RPN1 RPS6KB1 RRM1 RSPH1 RSPH10B2 RSPH3 RTN4 RTP1 S100P SAGE1 SAMSN1 SAP30BP SART3 SCN8A SDC3 SDCCAG8 SEC11A SEC23B SEC61B SEMA6A SEMA7A SEPHS2 SEPTIN3 SERHL2 SETD1B SF3B4 SGO2 SH2D1A SHISA6 SHMT2 SLC16A4 SLC25A3 SLC25A46 SLC35F3 SLC39A1 SLC41A1 SLC45A1 SLC4A2 SLC4A9 SLC9A6 SLC9A8 SMAD1 SMAP2 SNAP91 SNX3 SOX11 SOX2-OT SPACA7 SPATA22 SPATC1 SPATS2L SPDYA SRL SRRM3 STARD3 STARD4 STK25 STK32A STX10 SUCLG2 SULT1C2 SUMO4 SYN2 TAS2R9 TBC1D4 TBCCD1 TCP10L3 TDRD7 TFF2 THBS2 TIFAB TINF2 TK1 TLR4 TMBIM1 TMEM139 TMEM208 TMEM220 TNFAIP3 TOP2B TOP3A TOR1AIP1 TP53I13 TPI1 TPMT TPR TPSAB1 TRABD TRAPPC6B TREX1 TRIM16 TRIM54 TRIM55 TRIML1 TRIP12 TSC22D2 TSNAX TTC12 TTC33 TTC4 TTC7A TTL TUBB4B TULP2 TUSC2 TYSND1 U2AF1 UBA3 UBA6 UBE2D1 UBE2U UBE4B UBFD1 UBL3 UBL7 USP11 USP34 USP43 UTP11 UTP23 UTS2B VPS28 WDR33 WNT9B XIST YIF1B YPEL5 YY1 ZAN ZBED6 ZC3H13 ZCCHC13 ZCCHC9 ZDHHC8BP ZFAND5 ZFC3H1 ZMYND11 ZNF131 ZNF277 ZNF28 ZNF287 ZNF324B ZNF346 ZNF394 ZNF530 ZNF557 ZNF655 ZNF678 ZNF775 ZNF861P ZNRF2 ZSCAN9 GSE15659_NONSUPPRESSIVE_TCELL_VS_ACTIVATED_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15659_NONSUPPRESSIVE_TCELL_VS_ACTIVATED_TREG_UP ABCC3 ACOT6 ACVR2A ADAMTSL3 ADAT3 ADCY9 AFAP1 AGXT ALKBH7 ALPK1 ALX1 AMH AMPD2 ANK1 ANKMY1 ANKRD45 AP4B1 ARHGAP35 ARHGAP5 ARHGEF19 ARIH1 ARL4A ARPIN ARSJ ASB15 ASB4 ASMTL-AS1 ATXN3L AVPR1A BAALC-AS2 BBOX1 BBS1 BCS1L BDNF BEND4 BMS1P1 BOLA1 BOLA3 BPI BTAF1 C10orf53 C10orf88 C16orf82 C2CD2 C2orf15 C4orf36 CABP2 CACNA1A CACNA1G CALCA CAMK1D CAMSAP2 CASKIN2 CBY3 CC2D1B CCDC136 CCDC152 CCDC180 CCDC33 CCDC97 CD40LG CD46 CD8B CEACAM19 CEP164 CGA CHAF1A CHCHD7 CHCT1 CHD9 CHRNB2 CITED4 CLEC14A CLU CMTM5 CNPY1 COL10A1 COL6A6 COL7A1 COPG1 COX7A1 CPLX2 CPNE4 CR2 CSTA CUBN CXCL14 CXCL16 CXXC1P1 CYBB CYMP CYP2E1 CYSLTR2 DAAM2 DCUN1D3 DDX18 DGCR5 DHRS9 DLL3 DLX1 DMTN DNAH17 DOCK6 DOK5 DUS4L DUSP14 DYNC1I1 EFNB1 EFR3A EIF2AK2 EIF2AK3 EMID1 EML3 ENPP3 ENTPD2 ENTPD3 EOMES EPM2AIP1 ETV6 EXOC2 EYA3 F13A1 FAAP100 FAM110D FAM111B FAM47A FAM83C FBRSL1 FBXW9 FDCSP FGF23 FIBCD1 FIBIN FKRP FLYWCH2 FNDC8 FOXP2 FRAT2 FSIP1 FXYD5 GABARAPL3 GALNT9 GAS6-DT GASK1B GATC GEMIN4 GFRA1 GIMAP8 GJB3 GLYATL1 GMNC GNS GPAT4 GPBAR1 GPC2 GPC4 GPR137 GPR3 GPR39 GPR65 GRIN3B GSTM4 GTF2IRD1 GUCY1A1 GUF1 HEATR1 HELZ HEPACAM HEPACAM2 INHBE KLHL30-AS1 LINC00951 LINC01588 LINC01949 LINC02880 LINC02904 LINC03040 MYRF-AS1 NELFB OGFOD3 PAGR1 PAXBP1-AS1 PPP1R32 PRR29 PXYLP1 RHNO1 RMDN3 SCP2D1 SMG8 SOWAHA TBATA TEX38 TMEM263 ZBTB7C-AS2 ZNF736 GSE15659_RESTING_TREG_VS_NONSUPPRESSIVE_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15659_RESTING_TREG_VS_NONSUPPRESSIVE_TCELL_DN APOL6 CARD19 CCN6 EMC2 EMC4 GFUS NECTIN4 PCDHGA8 PCGF6 PDCD5 PDE1A PDE1C PDE6G PDLIM2 PEAR1 PF4 PHLDA1 PIGV PKD2L1 PKN3 PLA2G2A PLAAT3 PLB1 PLCB2 PLD1 PLEKHJ1 PLIN4 PLK4 PLP1 PML PNN PNPT1 POLR2F POLR3F POP7 PPP1R16A PPP2CA PPP4R2 PRAM1 PRDM1 PRDX3 PRDX4 PRG3 PRKAR2B PRKX PSEN1 PSKH2 PSMA6 PSMG2 PSPN PSRC1 PTH2R PTPN18 PTPN23 PXDNL PYGL PYHIN1 RAB2B RAB9A RASA1 RASD1 RBPMS REM2 RENBP RHBDF2 RHOC RHOU RNF10 RNF150 RNF19A RNF214 ROBO2 ROCK1 ROPN1B RPE65 RPL26L1 RPS3A RPS6KB2 RSPH10B2 RSPH3 RTP1 RUSC1 S100P S1PR2 SAGE1 SAMSN1 SAP30BP SCARF2 SCNN1G SEC24D SEC61B SEMA4A SEPHS2 SEPSECS SEPTIN3 SERPINA9 SLC16A4 SLC22A18 SLC24A5 SLC25A3 SLC35F3 SLC41A1 SLC43A2 SLC43A3 SLC4A9 SLC9A6 SLC9A8 SLFNL1 SMAD1 SMC1A SNAI2 SNAI3 SNAP91 SNX3 SOX11 SOX2-OT SPACA7 SPATC1 SRL SSB ST7-AS1 STARD3 STK25 STK32A STK36 STXBP5L SUMO4 SUSD1 SYT14 TBC1D1 TBC1D4 TDRD7 TEX11 TEX12 THBD TIMM17A TIMP1 TINCR TINF2 TIPRL TK1 TMBIM1 TMEM126A TMEM139 TMEM158 TMEM208 TMEM63B TNFSF12 TOP1 TOR1AIP1 TP53I13 TP53INP2 TPMT TRAPPC6B TRIM16 TRIM2 TRIM36 TRIM55 TRIML1 TRIP12 TRIP6 TRPM6 TTC33 TTC7A TTL TTTY13 TYK2 U2AF1 UBA3 UBE2J1 UBE2U UBFD1 UBL3 UBL7 UBR5 UGT2B17 UNC13D UTP11 UTS2B VCPIP1 VENTXP1 VPS35 WARS1 WDHD1 WDR33 WIF1 XAF1 YAP1 YIPF2 ZAN ZBED6 ZCCHC9 ZFC3H1 ZMIZ2 ZNF142 ZNF414 ZNF618 ZNRF2 ZPBP2 GSE15659_RESTING_TREG_VS_NONSUPPRESSIVE_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15659_RESTING_TREG_VS_NONSUPPRESSIVE_TCELL_UP AAMP ABT1 ACAT2 ADAMTS5 ADAMTSL1 AGRN AGXT ALK ALKBH7 ALOX12 ALX1 ALX4 AMER1 AMER2 AMPH ANAPC15 AP4B1 ARHGAP5 ARHGEF16 ARIH1 ARL4A ARPIN ARSL ASB12 ASB4 ASCL3 ASF1A ATAD3A ATM ATP6AP1 ATP6V0C ATRN ATXN1L ATXN3L BBOX1 BBS1 BCL11A BCL2L14 BCOR BEND4 BLCAP BOLA1 BPIFB6 BTAF1 C10orf53 C1QTNF7 C1R C20orf202 C2orf15 C3orf70 C3orf85 C9orf40 CA5BP1 CA8 CABLES1 CACNA1G CACNG7 CALCA CAMK1D CARD10 CBY3 CCDC115 CCDC15 CCDC152 CCDC180 CCDC28B CCDC88C CCS CD3E CD46 CD7 CD8B CDC26 CDH15 CDHR5 CDK5RAP2 CEACAM1 CEACAM19 CELF6 CES1 CFAP298 CFAP45 CGGBP1 CGNL1 CHCHD7 CHCT1 CHKA CHL1 CHPF CHRM5 CHRNA1 CHRNA2 CHRNB1 CHRNG CLCN3 CLTCL1 CNGA3 CNOT4 CNPY1 CNTFR COBL COG1 COIL COL6A6 COPG2 CPLX2 CPNE3 CPNE6 CSH1 CSNK1D CSNK1G3 CSPG5 CST11 CST8 CTAG2 CTSV CXCL2 CYMP CYTH2 DAD1 DCAKD DDX18 DEPTOR DHX58 DLGAP1-AS1 DLL3 DLX1 DMBX1 DNAAF10 DNAH17 DNAJA4 DOHH DPYS DUS1L DUS4L ECI2 EEF1D EFNB1 EIF3K EME1 EMID1 EMILIN3 EML3 ENPP3 ENPP7 ENTPD2 ENTPD3 EOMES EP400P1 EPHX3 EPM2AIP1 ERCC8 ERP29 ETS1 FAM111B FAM181B FAM47A FAM86C1P FAP FBRSL1 FBXL14 FBXL16 FBXO46 FKBP7 FLYWCH2 FOSL2-AS1 INHBE INTS6L LINC00587 LINC00951 LINC01588 LINC02210 LINC02915 MCUB MPV17L MVB12B OGFOD3 PAGR1 PIEZO2 PRR29 SCN8A SCP2D1 SIGLECL1 SLC25A3P1 SOWAHA SPOUT1 SUCO TBATA TEX38 TMEM263 TOGARAM1 TRMT13 ZGRF1 ZNF436-AS1 ZNF736 GSE15659_RESTING_VS_ACTIVATED_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15659_RESTING_VS_ACTIVATED_TREG_DN CCN6 DENND2B DESI2 DNAAF10 EIPR1 EMC2 EMC4 GET1 GFUS HACD4 LMNTD2-AS1 NECTIN4 POLR1H POLR2F POLR3F POP7 PPHLN1 PPM1B PPM1K PPP2CA PPP2R1A PPP2R5A PPY PRAM1 PRDX3 PRDX4 PRG3 PRKAG3 PRKX PROCR PSEN1 PSMA2 PSMG2 PSPN PSRC1 PTK2B PTPN23 PYGL PYHIN1 RAB2B RAB9A RAMP1 RAN RANBP9 RANGRF RAP2B RBCK1 RBM41 RCOR1 RD3 RGS17 RGS4 RHOC RHOU RIT1 RNF10 RNF150 RNF167 RNF214 ROCK1 ROS1 RPL26L1 RRM1 RSPH1 RSPH10B2 RSPH3 RTP1 RUSC1 S100P S1PR2 SAGE1 SAP30BP SARS2 SCN8A SCO2 SDC3 SEC24D SEC61B SEPHS2 SEPTIN3 SF3B1 SGO2 SH2D1A SHISA6 SLC16A4 SLC22A18 SLC24A5 SLC25A3 SLC25A46 SLC26A6 SLC35F3 SLC39A1 SLC43A3 SLC44A3 SLC4A9 SLC6A7 SLC9A6 SLC9A8 SLFNL1 SMAP2 SNAP91 SNORA65 SNX3 SOX11 SOX2-OT SPATA2 SPATA22 SPATA5L1 SPATC1 SPATS2L SRL ST7-AS1 STARD4 STK25 STK32A STK36 STX10 SUMO4 SUSD1 SYN2 TBC1D1 TBC1D4 TDRD7 TEX12 TFF2 THAP1 THRB TIFAB TIPRL TK1 TMBIM1 TMEM126A TMEM139 TMEM208 TMEM70 TNF TNFAIP3 TNFSF12 TOMM22 TOP1 TOR1AIP1 TP53INP2 TPI1 TPMT TRABD TRIM16 TRIM55 TRIML1 TRIP12 TRIP6 TRPM6 TSNAX TTC33 TTC7A TTL TTTY13 TULP2 TUSC2 TYK2 U2AF1 UBA3 UBE2D1 UBE2U UBFD1 UBL7 UBR5 UGGT1 UGT2B17 UNC13D UTS2B VAMP3 VCPIP1 VPS28 WARS1 WDHD1 XAF1 YY1 ZAN ZBED6 ZC3H13 ZCCHC9 ZDHHC8BP ZFAND5 ZFC3H1 ZMIZ2 ZNF28 ZNF287 ZNF324B ZNF34 ZNF385D ZNF394 ZNF414 ZNF596 ZNF618 ZNF663P ZNF678 ZNRF2 ZPBP2 GSE15659_RESTING_VS_ACTIVATED_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15659_RESTING_VS_ACTIVATED_TREG_UP ABCC8 ABHD1 ACOT6 ACTR3B ADAMTSL1 AFAP1 AK9 ALK ALKBH7 ALOX12 ALPK1 ALX4 AMER1 ANAPC15 ANGPT4 ANKMY1 ANKRD34A ANKRD45 AP4B1 ARHGAP5 ARHGEF16 ARIH1 ARPIN ARSJ ARSL ASB12 ASB4 ASCL3 ASMTL-AS1 ATXN1L ATXN3L AVPR1A BAALC-AS2 BBOX1 BCDIN3D BDNF BLCAP BOLA1 BPI BPIFB6 BTAF1 BTN1A1 C11orf21 C1QTNF7 C1orf210 C20orf202 C4orf36 C9orf40 CA8 CABP2 CACNA1A CACNG7 CALCA CAMK1D CAMSAP2 CAPZA3 CARD10 CASKIN2 CCDC15 CCDC152 CCDC180 CCL4 CCNY CCS CD3E CD46 CD7 CD8B CDK5RAP2 CDS1 CEACAM1 CEACAM19 CEP68 CFAP298 CHCHD7 CHD9 CHL1 CHPF CHRNA2 CHRNA4 CHRNG CITED4 CLTCL1 CLU CMTM5 CNOT4 CNPY1 CNTFR COG1 COIL COL10A1 CPLX2 CREB3L4 CSPG5 CST3 CST8 CSTA CTSV CUTA CXCL14 CXXC1P1 CYBB CYMP CYP2J2 CYP4F29P CYP7B1 CYSLTR2 DAAM2 DACT1 DDX18 DDX53 DEPTOR DGCR5 DHRS9 DHX58 DNAH17 DNAJA4 DOCK6 DPYS DUS1L DUS4L DUSP14 DYNC1I1 ECI2 EEF1D EFNB1 EIF2AK3 EME1 EMID1 EML3 ENPP3 ENTPD2 ENTPD3 EOMES EPM2AIP1 ERCC8 FAAP100 FAM111B FAM181B FAM47A FAM86C1P FAM87A FAP FBH1 FBXO46 FBXW9 FGF13 FGF23 FITM1 FKBP7 FKRP FNDC8 FOS FPGS FRAT2 FSIP1 FTO FUS GABARAPL3 GABRR3 GATC GMNC KLHL30-AS1 LINC00587 LINC00951 LINC01550 LINC01588 LINC01949 LINC02210 LINC02904 LINC02915 LINC03040 MCUB MFSD12 MVB12A MVB12B MYRF-AS1 PAGR1 PIEZO2 PRDM16-DT PRR29 PXYLP1 SCP2D1 SOWAHA SUCO TBATA TBC1D32 TEX38 TLCD3B TRMT13 ZNF436-AS1 ZNF736 GSE15659_TREG_VS_TCONV_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15659_TREG_VS_TCONV_DN ABCC13 ABHD6 ACVR2A ACVRL1 ADAM32 ADAMTSL3 AK8 ALDH18A1 ALG12 ALOX15 ALPP AMPD2 ANK3 ANKFY1 AP3D1 APOC1 ARFGAP1 ASH1L-AS1 ASMTL-AS1 ATP2B2 ATP6AP1L B3GALT5 BAALC-AS2 BHLHE40 BOLA3 BRD9 C15orf32 C1QTNF9 C2orf88 C8orf48 C8orf58 CACNA2D1 CATSPERB CCDC42 CD1A CD2AP CLIC6 CNIH3 CNTN6 CRBN CREB3L3 CSNK1G2 DCUN1D1 DMGDH DNAJB8 DUSP13 DUSP7 EFHC2 ELOVL7 ERGIC1 FAM204A FAR1 FASTKD1 FBXL17 FBXW9 FOXG1 FRY FZD6 GALT GAS6 GBP4 GCM1 GGPS1 GHR GJA1 GOLGA6A GPR171 H2AC4 HESX1 HGSNAT HINT1 HIPK4 HS3ST6 HUWE1 IGFBP7 IGLV6-57 IGSF1 IGSF9B IL11RA IL27RA ISL1 ITGA4 ITGA8 ITIH2 KATNAL2 KCNJ16 KHDC3L KIAA1522 KLHL5 LILRA2 LINC00567 LINC00648 LINC00879 LINC00887 LINC00928 LINC00933 LINC01020 LLGL1 LMTK3 LPAR1 MASP2 ME2 MMP16 MMP27 MOS MRPL57 MUC13 MYO3B NDUFB2-AS1 NECAB2 NKTR NLRP11 NMRK1 NOXO1 NR2F2 NUMBL NWD2 OLFML2B P2RY13 P2RY14 PANK1 PASD1 PCDHGB5 PDE4D PEG3 PIK3CB PKD1L1 PLEKHA7 PLXNA3 POLR2C POU2AF2 POU4F3 PPP1R14B PPP1R3F PRKY PRSS33 PTCSC1 PTPRH PTPRM PYGL QTRT2 RAB27B RAB3IL1 RCN1 RFPL1S RHOBTB2 RIMS1 RIPK1 RNASE6 RPS29 RPS6KA3 SECTM1 SENCR SHFL SIGLEC9 SLC12A2-DT SMIM10L1 SNORA37 SNX18 TC2N TCL6 TDRD10 TENM2 TGFBI THSD7B TINAG TMEM104 TMEM223 TMSB15B-AS1 TOMM5 TP53TG5 TPH2 TRPC5OS TSPYL5 TTLL1 UQCC2 UROS USP27X-DT VPS13A VPS45 WDR35 WIPF3 XPOT ZFHX3 ZNF155 ZNF408 ZNF618 GSE15659_TREG_VS_TCONV_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15659_TREG_VS_TCONV_UP ABT1 ADM2 AFTPH ALDH3B2 ALG13 AMPD1 APOE ARG1 ARHGAP12 ARMH3 ATP1B4 AVP BIRC2 BOK BRINP3 BTBD2 BUB3 C11orf71 C1QC C2orf16 C4orf46 CAMK2D CAMKV CD27 CDK7 CDKAL1 CEACAM21 CEACAM6 CHMP1B CLIC4 CMA1 CRYBG2 DAXX DEFB119 DHX8 DLGAP3 DMD DNAJC14 DPT DUOX1 EIF1B ENDOU EPRS1 EXOSC9 FAM124A FAM238B FCGR1A FGG FMNL2 GAL GALNT1 GALNT16 GALNT8 GAPDHS GARIN3 GDPD1 GHDC GNA12 GPR161 GPRASP3 GSDMC GUCY2F GXYLT2 H3C2 HCN3 HES1 HFM1 HIGD1B HLA-DPB2 HMGN3-AS1 HSPA2 HTATSF1P2 INPP5J INTS14 ITM2C ITPRID1 JOSD1 KIAA2012-AS1 KLHDC3 KNCN KXD1 LCE3D LEFTY1 LGR4 LHX2 LINC00269 LINC01107 LINC01549 LINC01553 LINC01620 LINC02139 LIPJ LRATD1 LRRC56 LRRCC1 MADD MAF1 MAST3 MFAP3L MMP15 MOSPD2 MRM3 MSL2 MTPAP NAF1 NANOS3 NAT8B NEBL NKX2-1-AS1 NTM OR5I1 OR5L2 OSER1 PAK5 PALM PAPOLG PCP4 PKDREJ PLAAT5 PLK3 PLPPR5-AS1 PNCK PRKAB1 PRSS58 PRSS59P PRTG PTP4A1 PTPRZ1 RAB11FIP4 RABEP1 RASSF9 RBAKDN RGCC RHBDL2 RNF121 RNF183 RNF20 ROBO1 ROS1 RPA1 RTN4 S1PR3 SCN7A SDC3 SDHAF1 SDHAF2 SELENOI SEPTIN4 SEPTIN7P2 SH3PXD2B SLC17A4 SLC1A2 SLC2A10 SLC2A13 SLC39A10 SLC43A1 SLC5A8 SMIM15 SNORA71A SNORA71B SREBF2 SSMEM1 SYCP2L SYNPO2 TBC1D14 TCN2 THAP1 TLK2 TMEM59L TNFRSF10A TNFRSF14-AS1 TOPORS TREML1 TRPV5 TSC2 UBAC1 UBAP2L UBE2Z UPRT VTCN1 WFDC3 WWP1 WWTR1-AS1 XIST ZFP57 ZNF214 ZNF221 ZNF345 ZNF597 ZNF622 ZNF765 ZNF846 ZRANB1 GSE1566_WT_VS_EZH2_KO_LN_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1566_WT_VS_EZH2_KO_LN_TCELL_DN CCN5 GATD1 MAP3K19 MRM3 NSUN5 NTRK2 NTS NUFIP2 NUMA1 NUP210 NUP62CL OLFML2B OPN5 OR10Q1 OR12D2 OR1L1 OR2A25 OR4F15 OR56B4 OR6C3 OR6M1 OSTN P2RX3 PALB2 PARP4 PBK PCDHB14 PCID2 PDE2A PDE6D PDLIM3 PECR PFDN5 PGLYRP4 PHF8 PIK3C3 PKDCC PLBD1 PLEKHM2 PMAIP1 PNKP PNLIPRP3 POLR2A POP5 POU2F2 POU6F2 PPM1J PPP1R13B PPP1R13L PRKAG2 PRKCD PROCR PROX1 PRPF8 PRSS30P PSG3 PSME4 PTBP1 PTPRM PTS RAD51B RAD54L2 RAPGEF4 RBM44 RBP2 RBPMS RD3 REG1A RFX5 RGL2 RHBDF2 RIBC1 RIF1 RIMS3 RMND1 RNF7 RP1 RPL28 RSBN1 RTF1 RTTN SCARNA6 SCN7A SCUBE3 SEC14L1 SEC22B SEMA6A SEPTIN14 SERPINA6 SETD5 SFTPD SH3BP4 SIAH1 SLC10A6 SLC15A4 SLC17A6 SLC25A3 SLC25A45 SLC26A3 SLC29A2 SLC2A10 SLC35F2 SLC37A3 SLC39A1 SLC44A3 SLC45A4 SLC4A5 SLC5A7 SLC9A4 SLCO3A1 SMAD5 SNAI2 SNORA14B SNORD115-31 SNORD38A SNORD42A SNORD6 SNX19 SOCS5 SOX4 SPATA20 SPATS1 SPDYE3 SPOCD1 SPPL3 SPRYD7 SQLE SRSF11 STAM2 STK17A STYXL1 SUZ12P1 SYNJ2BP SYTL3 TAF1L TAMM41 TAS2R46 TAS2R60 TBC1D24 TBC1D4 TCF12 TEPP TGFB1I1 TGFB3 TLE4 TLR5 TMEM105 TMEM200A TMEM212 TMEM231 TMEM59L TMEM72 TMPRSS3 TMPRSS5 TPPP2 TRA2A TRAF3 TRAV8-3 TSEN2 TSPAN13 TSPAN5 UBE2I UPK3B USH1G USP42 VANGL1 VPS33B VTI1A VWC2L XRCC5 XRN1 YAP1 YIPF5 YTHDC2 ZAR1L ZBTB34 ZCCHC14 ZEB2 ZER1 ZNF112 ZNF148 ZNF341 ZNF396 ZNF484 ZNF530 ZNF592 ZNF628 ZNF672 ZNF714 ZNF781 ZNF808 ZNF836 ZNF841 ZNF879 ZNF91 ZNF93 ZRSR2P1 ZSCAN12 GSE1566_WT_VS_EZH2_KO_LN_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1566_WT_VS_EZH2_KO_LN_TCELL_UP ABCD4 ABHD14B ABHD17AP4 ACVR1 ADAM10 ADAMTS17 ADARB1 ADCY10 ADH4 ADM2 AHCYL1 AHSP AKAP12 AKT1S1 ALDH16A1 ALG8 ALKBH8 AMIGO2 AMTN AMZ2 ANKH ANKK1 ANKRD30B ANXA2P2 APCDD1 APOC1 APOD ARHGAP33 ARL4A ARMC7 ARMCX1 ART4 ARV1 ASAP3 ASIC1 ASIC4 ASPRV1 ATG3 ATIC ATP5IF1 ATP5PF ATP6V1F B3GALT2 BAHCC1 BATF2 BHMT BMF BMP8A BOC BOD1 BTNL9 C11orf42 C15orf32 C16orf54 C1QTNF1 C1QTNF2 C1R C1RL C1S C1orf131 C2orf50 CACNA2D1 CALHM6 CALML6 CALR3 CAMK2A CAMSAP1 CASP4 CASP8AP2 CBFA2T3 CBX8 CC2D1A CCDC134 CCDC178 CCDC42 CCDC54 CCDC61 CCL19 CCND3 CD1A CD200R1 CD226 CDC25A CDH12 CDH3 CDHR5 CDX2 CELSR1 CEP131 CEP250 CFAP410 CHADL CHORDC1 CIAO2A CIBAR2 CKS1BP6 CLEC4F CLN3 CLXN CMA1 CMAHP CMTM2 CNGA2 CNKSR3 CNN2 COBL COL16A1 COL4A2 COL9A2 COLEC11 COPE COPZ2 COQ10A CORO1C COTL1 COX7C CRIM1 CRYBB2 CSF3R CSGALNACT1 CSNK2A2 CSPP1 CST1 CTCFL CTLA4 CTSB CTSD CTSF CXCL11 CYP1B1 CYP4F12 CYP4F3 DAP3 DDX25 DDX31 DDX51 DES DGCR2 DGKK DHRS7C DIMT1 DIPK1C DIPK2A DLGAP2 DLGAP3 DNAJB11 DNAJB2 DNAJB8 DNAJC1 DNAJC22 DNAJC5B DPT DQX1 DRD4 DSTNP2 DTD1 EBF1 EDA EFCC1 EFHD1 EID1 EIF4EBP2 ELANE ELOVL1 EME1 ENOX2 ENPP5 EPB41L5 EPC2 EPHA4 ETV5 EVC2 FAM221A FAM90A1 FAM95B1 FDCSP GARIN3 KNOP1 LINC00518 LINC02868 LINC02897 MCEMP1 METTL24 MFSD12 MINDY2 MYRFL NELFB PRR30 RHEX RPP38-DT SAXO2 SDHAF3 SMIM2 SPATA6L TEKTIP1 TMEM255A TRABD2A ZFHX3 GSE15733_BM_VS_SPLEEN_MEMORY_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15733_BM_VS_SPLEEN_MEMORY_CD4_TCELL_DN AATF ABL2 ACACA AFF3 AKIRIN2 ANGPTL2 ANKRD46 APRT ARHGEF18 ARID1B ARID5A ASCC2 ATIC AVEN AXIN2 BCL9L BLOC1S2 BRI3BP C16orf54 C1QBP C1orf52 CCDC86 CCNT2 CCR7 CDON CFAP20 CHD6 CIPC CLIP1 CLNS1A CNOT7 CNP COX18 CRK CUL2 CYTH1 CYTIP CZIB DCK DCPS DDA1 DECR1 DIPK1A DTX1 DYNLL1 EGR1 EHD3 EPHX1 ETF1 EXOC7 F2RL1 FAAH FAM13B FAM149B1 FAM193A FARSB FLNA FOXO1 GIT2 GPATCH2 GPM6B GPR146 GPR83 GRAMD4 GRK6 GRPEL1 HECTD3 HIBADH HLA-DOB HSD17B11 ID3 IFIH1 IFT25 IFT80 IL21 IL27RA IL6ST INPP5B INPP5F INSIG1 INTS5 IPO4 ITM2A IZUMO1R JPT2 KANSL2 KLF2 KPNA1 KPNA4 KRAS LGALS4 LIPA MANEA MAP3K1 METTL5 MIS18A MMD MMGT1 MORF4L2 MRPL40 MRPL41 MRPS30 MRPS6 MUL1 NAA10 NAB1 NAB2 NDUFAF7 NOSIP NPAS4 NR4A3 NSG2 NUFIP2 NUTF2 NXPE3 PAG1 PDCD1 PDLIM1 PFN2 PIP4K2A PLEKHG2 PLPBP PNO1 POFUT2 POGLUT2 POLR1D POLR1F POLR3H POU2AF1 PPIC PRKCA PSMA6 PSMD8 PTTG1 RBBP4 RGS19 RILPL2 RIPOR2 RNF113A RNF19A RPL36A RPS19BP1 RPS25 RPS27L SCRIB SEC14L1 SEMA4F SESN3 SH2D1A SH3BP5 SKI SKIC8 SLAMF6 SLC25A22 SLC25A39 SLC26A11 SLC2A4RG SLC35E2B SLC41A1 SLCO3A1 SMAD4 SMCO4 SMPDL3A SNHG6 SNX3 SPRY1 ST3GAL1 ST6GAL1 ST8SIA1 STARD5 STK4 SUPT20H SUSD6 SYNPO TAF1C TARBP2 TBL1X TCF7 TEX10 TGFBR3 TLR1 TMEM131 TMEM160 TMEM223 TMEM9B TMIE TNFSF11 TOR1AIP2 TSPAN13 TXNDC9 UBE2D2 UBE2J1 VKORC1 VPS13A WASF2 YWHAZ ZC3H12D ZFP91 ZNF81 GSE15733_BM_VS_SPLEEN_MEMORY_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15733_BM_VS_SPLEEN_MEMORY_CD4_TCELL_UP A4GNT ADAMTS4 ADAMTS8 ADGRG5 ALOX5 ALOX5AP ANKRD13B ANKRD24 ANXA1 APLP2 APOBR APOE AQP8 AQP9 ARG2 ARHGAP36 ARSB ASF1B ATOX1 ATXN7L2 BAD BARD1 BBS9 BEND6 BHLHE40 BMP5 BOLL BUB1B C1QL1 CA2 CADM4 CAMP CCL24 CCRL2 CD177 CD27-AS1 CDSN CERK CFAP90 CHRNA3 CHSY1 CISH CLCN5 CLEC14A CLEC7A COL27A1 COMMD5 CORO2A CPA3 CPEB1-AS1 CPPED1 CRAT CRB3 CREB3L3 CSRP2 CTSG CTSW CXCL14 CXCR6 CYBB DDAH1 DEPP1 DRAM1 DSP DUS4L DUSP6 DYNC2I1 E2F1 EFEMP2 EPB41L4A F5 F8 F8A1 FAM171B FAM181A FASLG FBXO36 FCER1G FGFR4 FGFRL1 FHOD3 FMO2 FOXN4 FPR2 FRK GABRA3 GAL3ST2 GBP7 GDA GNG4 GPR12 GRIN2B GRM7 HACD1 HMOX1 HMX3 HP HRH3 HSD17B3 ICAM1 IFNG IFNGR1 IGF2BP3 IL1RL1 KALRN KCNG4 KCTD12 KCTD7 KLRC1 KLRD1 KLRG1 LCE2B LMO2 LPL LRRIQ4 LTB4R LTF LYN LYST MACROH2A2 MAPK15 MGAT4B MGST1 MISFA MMP1 MMP9 MPEG1 MPO MSRB3 MTSS2 MUC16 MXD1 NEDD4 NKG7 OPRK1 PADI2 PALS1 PCDHB7 PDZD11 PEAK1 PHOX2B PIF1 PIK3AP1 PIM1 PLS1 POU3F3 PPFIBP2 PRKD3 PROM1 PRTN3 PYGL RAB31 RASEF RCBTB2 RNF130 ROGDI S100A8 SCEL SCN9A SELENOV SEMA3F SEMA6C SERINC3 SFTPB SLC10A2 SLC13A5 SLC27A5 SLC41A2 SLC4A10 SLCO1A2 SLCO2A1 SLCO4C1 SLFN12 SMARCA1 SMYD1 SORT1 SOX21 SRGAP3 SSTR2 STAC3 STOM SYK TF THEG TM6SF1 TMEM150B TMPRSS3 TNFAIP3 TNS3 TRIM7 TTLL13 TTLL9 TUBD1 TYROBP UBALD2 WDR35 WIF1 ZBTB16 ZNF264 ZNF512 GSE15735_2H_VS_12H_HDAC_INHIBITOR_TREATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15735_2H_VS_12H_HDAC_INHIBITOR_TREATED_CD4_TCELL_DN ABCA3 AGRN AKR7A2 ANXA3 ARHGAP6 ARHGEF2 ARID4A ASXL1 ATP8B4 AURKA B4GALT4 BACH1 BIVM BRCA1 CA9 CBFB CCDC112 CCDC12 CCND3 CCNE2 CCNF CD4 CD5 CDC42EP3 CENPL CENPN CERCAM CKAP2L CORO1C CRYBG3 CSGALNACT2 CTC1 CTSZ CYB5R3 DAPP1 DCK DENND2C DHRS13 DHRS3 DHX58 DIAPH2 DPYSL2 EPS8 EPSTI1 ERI1 ERLIN1 EZH2 FADS1 FAM168A FAM234B FAM89B FANCD2 FLOT2 FLVCR1 FUT7 FZR1 GCNT2 GDI2 GEN1 GFPT1 GNAQ GOLIM4 GPR4 GSAP GSG1 GSN HCK HJURP HLA-DQA1 HNRNPUL2 IER3 IL12RB2 IL13RA1 IL18 IL6ST INPP5B ISOC1 ITGB7 KCNE3 KIF4A KIFAP3 KLK8 KPTN L1CAM LAIR1 LIPA LIPE LMAN2L LRP8 LRRC40 LSP1 LYST MAP2K3 MAP3K14 MAPK8 MCM4 MCM7 MECOM MED30 MEGF8 MMS22L MOB3A MREG MYBL2 MYO1H NDC80 NEDD4 NGLY1 NLRP3 NONO NOSTRIN NSD2 OAS2 PAK2 PARVG PCOLCE PDGFB PGLYRP1 PLEKHG5 POLE PPFIA4 PPM1H PREB PREX1 RAB11FIP1 RAB31 RALB RASA4 RBBP8 RBL1 RCAN1 REM1 RINL RUNDC3B RUNX3 RYR3 SEMA4D SEPHS1 SIGLEC7 SLAMF7 SLC12A9 SLC25A45 SLC35A5 SLC35C2 SLC39A11 SLC43A2 SLC6A12 SLC9A9 SMAD1 SMC2 SMIM3 SMIM5 SMPDL3A SNX10 SOGA1 SPAG5 SRGAP2 STAG3 STARD5 STARD9 STAT5A STX12 STX2 SULF2 SUMF1 SURF4 TATDN3 TAX1BP3 TBC1D9 TFG TK1 TKT TLR5 TMEM120B TMEM74 TNFAIP8L1 TNFSF14 TOPBP1 TRAFD1 TRAPPC14 TRIM13 TRIM36 TUSC1 UBAC2 UGDH USP12 USP6NL UXS1 VAMP8 VAV3 VPS37C VRK2 XPNPEP1 ZFP41 ZNF367 ZNF414 ZNF467 ZNF524 ZNF623 ZNFX1 GSE15735_2H_VS_12H_HDAC_INHIBITOR_TREATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15735_2H_VS_12H_HDAC_INHIBITOR_TREATED_CD4_TCELL_UP ABCG2 ACSL3 ACVR2A ACVRL1 ADH1C AHCYL2 AKT3 ARHGAP29 ARHGAP31 ARHGEF10 ARSG ASAP1 ASS1 ATL1 ATXN7L1 BAG3 BCL11B BMP2K BTBD8 BTLA C15orf39 C2orf68 CAPG CAPN3 CBFA2T2 CBX6 CD200 CD200R1 CD247 CD28 CD4 CD5 CD81 CD9 CDH3 CDON CERS6 CIRBP CISH CKB CNOT6 CNST CRLF2 CRLF3 CRMP1 CTLA4 CTSE CYP51A1 CYTIP DAPK1 DCUN1D4 DHRS13 DNAJB5 DSEL DUOX1 E2F2 ECM1 EPHB6 EPS15 FADS6 FASLG FBXO42 FKBP1A FLOT2 FLT3LG FNIP1 FOXP3 GCAT GLCCI1 GLOD5 GMEB2 GPR183 GPR83 H1-0 HEMK1 HIF1A HNRNPLL IBTK IFI30 IGF2R IGFBP4 IGSF23 IL2RA INPP5F IRF6 ITGAM ITGB3 ITIH5 ITM2A ITM2C IZUMO1R KBTBD11 KIF1B L1CAM LATS2 LGMN LIMA1 LNX2 MAN1C1 MAP3K5 MAPK11 MAPKAPK3 MCUB MICU1 MIF4GD MLEC MTHFD2 MTMR3 MTSS1 MYO18A MYO6 MYOF NCF2 NCMAP NRP1 NSDHL NUP153 NXPE3 P2RX4 P2RX7 PCK2 PDLIM4 PFKFB4 PFN2 PJA2 PKP3 PLXND1 PPM1J PRG4 PRMT2 PRR12 PSEN2 PTGER4 RAB27A RAD18 RAMP3 RANBP10 RB1 RBL2 RCAN3 RCOR3 RNF19A RNF216 RSU1 RTF1 RUFY3 SAMSN1 SAV1 SC5D SDCBP2 SELENOP SFMBT2 SFT2D2 SGMS1 SKI SLC25A23 SLC25A24 SLC48A1 SLC4A7 SLC5A3 SLFN5 SNAP47 SSH1 ST6GAL1 ST8SIA6 STAM2 STMN1 STON1 SYPL1 SYTL2 TASP1 TBC1D4 TENT5C TESC TEX2 TGFBR1 TGFBR3 TIAM1 TMEM154 TMEM164 TMEM64 TMEM65 TNFRSF25 TNFRSF4 TNFSF11 TRAPPC1 TRARG1 TRAT1 TRIB2 TRIOBP TSPAN32 TUBB2B TWSG1 UCP2 UXS1 VAV3 XBP1 ZBTB7B ZNF287 ZNRF1 GSE15735_CTRL_VS_HDAC_INHIBITOR_TREATED_CD4_TCELL_12H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15735_CTRL_VS_HDAC_INHIBITOR_TREATED_CD4_TCELL_12H_DN ABHD8 ACAA2 ACCS ACSBG1 ADGRG3 ADGRG5 ADGRL1 AFP AMPD1 ANGPTL4 ARHGAP1 ARL15 ARL4D ATP8B2 ATP8B4 B3GALT4 BACE1 BAIAP3 BDH1 BICDL1 BTBD6 C19orf12 CACNA2D4 CAMKK1 CCDC102A CCND3 CCR9 CCS CD7 CDKN1A CEP97 CLIP1 CLN3 CLN6 CNN2 CRIM1 CRTAM CYTH3 DCUN1D3 DDX60 DENND4C DGKA DGKZ DLG4 DNAJC1 DNAJC15 EID2 EML5 ENO1 EOMES EPHB6 ERAP1 ESYT2 ETFBKMT EVA1B EVL EXTL2 FAM234A FAM241A FGF13 FLVCR2 FNTB FOCAD FRMD4A FRMD8 GALNT10 GALNT7 GARIN3 GOSR1 GPR146 GPR15 GRAMD4 GSR HCST HDAC4 HDHD5 HSD11B1 IFIT1 IFITM10 IGFLR1 IL18RAP IL6R IL6ST IRF6 ISOC1 ITGB2 ITGB7 ITPKB JAK1 KBTBD11 KCNC3 KCNMB4 KIF2A LASP1 LBP LDLRAP1 LFNG LGALS3BP LIME1 LPCAT4 LPIN1 LRRC75B MACROD1 MBNL1 MBP METTL27 METTL9 MFSD6 MYL6 MYRFL NBEAL2 NCKAP5L NT5E ORAI2 P2RX7 PADI2 PCED1B PDCD6IP PDHA1 PELI1 PIK3R5 PIP5KL1 PIWIL4 PLD3 POLR1B PPM1J PPP2R5A PPT2 PREX1 PRKACB PRKAG1 PSME1 PSME2 PTGER2 PXYLP1 QSOX1 RAB37 RAB8B RAP2B RARG RCN1 RGS3 RINL RNASEL RNF125 RORA RRP1B RRP9 RUNDC3B SBSN SCP2 SEPTIN9 SERPINB9 SETD4 SFMBT2 SIT1 SKAP1 SLA2 SLC11A2 SLC20A1 SLC2A9 SLC35G1 SLC5A3 SLC9A9 SLCO3A1 SMC4 SMPD5 SMPDL3A SMURF1 SNHG17 SNHG7 SPATA13 SPICE1 SRPK1 SRSF12 SSBP2 STAT4 STK38 STXBP5 SYT12 SYTL2 TBC1D2B TBXA2R TESC TGFA THADA TIMELESS TMEM120B TMIE TMLHE TNIK TTLL12 TUBB VPS26B XDH XRN2 ZAP70 ZC3HAV1L ZDHHC15 ZNF623 GSE15735_CTRL_VS_HDAC_INHIBITOR_TREATED_CD4_TCELL_12H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15735_CTRL_VS_HDAC_INHIBITOR_TREATED_CD4_TCELL_12H_UP ABHD14B ACBD4 ACSS2 ADD1 ADPRM ALDH2 ALDH7A1 ALDOA ANO10 ARHGAP26 ARPC5L ATIC ATP2A3 ATP5F1D AVP B3GALNT2 B3GNT8 BACH2 BCDIN3D BDH1 BIN1 C14orf119 C17orf80 C19orf38 C1GALT1 C9orf85 CAMK2D CAPN5 CBR1 CCDC71L CCM2 CD40 CD99L2 CDPF1 CIB1 CKAP4 CLUH CNOT10 CNP CNR2 CNRIP1 COASY COG6 CPNE5 CTPS2 CTSE CYP2U1 DCBLD1 DDX54 DENND5B DHX32 DMAC1 DPH7 EFCAB2 ELP3 ENTPD5 ESYT1 EZR FARSA FBXO9 FICD FTX FYTTD1 GAR1 GCLC GCOM1 GEMIN7 GORASP1 GOT1 GPAM GPN2 GSTM5 GSTT2 GUCD1 HOPX ICAM2 IQCB1 IRAK3 IRF2BPL IRX1 JAK1 KCNG1 KCNK5 KIAA1549 KLHL21 KLHL24 KRT20 KTN1 LHFPL2 LNX2 LSM7 MAN1A2 MAP4K1 MARVELD2 MATN4 MCCC1 MCF2L MDN1 MIEN1 MRGPRE MRM1 MRPS35 MTARC2 MYBBP1A NARS2 NME3 NOXRED1 OSGEPL1 PABPC4 PCED1B PCSK1 PDCD2 PDF PHYKPL PIAS4 PJA1 POLR3H POU6F1 PPCS PPIL1 PPM1E PPME1 PPP1R13B PPP2R1A PQBP1 PRKAG1 PRMT2 PTGR3 QTRT1 RASL10A RBM4 RECQL5 REPIN1 RGS20 RIOX1 RPL13A RPL36A RPL37A RPP25L RPS26 RTL6 SCML4 SEC22C SELENOW SERINC3 SGMS1 SH3GLB2 SH3KBP1 SH3YL1 SIDT1 SIT1 SLC16A1 SLC16A6 SLC25A53 SLC2A1 SLC4A11 SNX25 SNX33 SOD2 SPESP1 SPIB SPNS2 STARD10 SUSD1 SVBP SYS1 SZRD1 TACSTD2 TAPT1 TBC1D14 TCOF1 TFAM TK2 TMEM17 TMEM216 TMEM223 TRABD TRAF4 TRAK2 TRAP1 TREML2 TRIM35 TTI2 TUSC2 TUT4 TXNDC5 TXNRD3 UBE2H UBIAD1 UBXN6 UGCG UPK3A USHBP1 WASHC5 WDR74 YPEL3 ZFAND2B ZNF239 ZNF790 ZSCAN20 GSE15735_CTRL_VS_HDAC_INHIBITOR_TREATED_CD4_TCELL_2H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15735_CTRL_VS_HDAC_INHIBITOR_TREATED_CD4_TCELL_2H_DN ABHD15 ACTN2 ADAM19 ADAM9 ADGRG5 AGTR2 ANXA6 AP3M2 APOBEC3B ART4 ATP8B4 AXDND1 B3GAT3 B3GNT5 B4GALNT1 BACE1 BAIAP3 BEND4 BICDL2 C19orf38 CAPRIN2 CCDC102A CCR9 CD302 CD72 CD79B CD8A CD8B CDC14B CDC42BPG CENPV CHRNB1 CHSY1 CLCF1 CNR2 COL23A1 COX8A CRTAM CST7 CTSC CTSW CXXC5 DENND4C DEPDC1B DIAPH3 DMRTA1 DNAJC15 DOCK10 DPCD DPP4 EFCAB7 EHD1 ELOVL7 ENG ENTREP3 EOMES EPSTI1 ERCC1 EXOC4 F2R FAM241A FBF1 FCGRT FGF13 FLOT1 FRMD4A G0S2 GAB3 GAR1 GARIN3 GATAD2A GDAP1L1 GGA2 GGT1 GJC2 GLIPR2 GOLM2 GPR68 GZMM HAAO HACD1 HDAC7 HLA-DMA HLA-DOA HPCAL1 IER3 IFITM10 IGF2BP2 ILDR1 IQSEC1 ITGAE IVD KCNC3 KIF14 KLHDC7A KLK8 KLRD1 LPXN LRRC75B LYRM7 MCOLN2 MCTP2 MEAK7 METTL1 MGAT4A MICAL1 MRI1 MYO7A MYRFL NBEAL2 NCF1 NCKAP1 NKG7 NLN NTN3 OXTR P3H4 PARVG PDE2A PEAK1 PHGDH PIGA PIGP PIM2 PLAC8 PLEK PLEKHA6 PLEKHO1 PNPO POGLUT2 POLR1B PPIC PRF1 PSME1 PTPN22 PUS7 RAB19 RACGAP1 RCL1 RCN3 RECK RHOQ RPL23A RPS26 RRAS2 RSAD1 SCFD2 SDR42E1 SELPLG SEMA4A SERPINA11 SERPINI1 SFXN1 SHFL SHMT2 SIAE SIDT1 SIRT3 SLA2 SLC11A2 SLC16A1 SLC16A6 SLC25A4 SLC25A53 SLC35E3 SLC35G1 SLC6A19 SMAP2 SMYD2 SNAI3 SNHG17 SORL1 STAT4 STX2 SYTL3 TAGLN2 TENT5A THY1 TKT TLR6 TM6SF1 TMEM108 TMEM160 TOGARAM1 TPD52L1 TRMT10A TRMT112 TTYH1 USP11 USP20 VARS1 WDR17 WIF1 XRN2 YDJC ZNF2 ZNF318 ZNF354C ZNF600 ZYX GSE15735_CTRL_VS_HDAC_INHIBITOR_TREATED_CD4_TCELL_2H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15735_CTRL_VS_HDAC_INHIBITOR_TREATED_CD4_TCELL_2H_UP ABCB10 ABHD12 ACSF3 ACTR3B ADAM9 ADSS1 AKT3 ALCAM ALG2 ANXA1 APOBEC3B APOE ARHGAP17 ARHGAP21 ARHGAP24 ARL8A ATP13A2 ATP2A3 B3GNT8 BCAR3 BCL6 BFSP2 BIRC3 BMP2K C9orf85 CAMK2D CAPG CAPN5 CD40 CD99 CERK CFP CHD9 CKAP4 CLIC4 CNPY3 CNR2 CNRIP1 COBLL1 COPG2 CSK CTSC DCLK2 DENND3 DENND4A DENND5A DENND5B DPP7 DUSP4 E2F3 ECPAS EDARADD EFCAB2 EGR3 EHD4 EIF4EBP1 ELL2 EXOC6 FAM43A FGD2 FGR FILIP1L FMNL3 FOXRED2 FTX GCNT1 GCOM1 GNAQ GNG10 GPAT3 GRN H2BC5 HDAC9 HEPACAM2 HEXD HMGN3 HPSE HVCN1 ICOSLG IFT172 IFT22 IGKC IL18 IL5RA INPPL1 IRAK3 IRGC IRGQ KCTD14 KDM2A KLHL14 KTN1 LGMN LIPE LTA LYNX1 MAP4K1 MAPK11 MARCKS MARVELD2 MGAT1 MGST1 MICU1 MID1IP1 MPRIP MTMR4 MYO18A MYO1E N4BP3 NCF1 NDST1 NMRAL1 NOXRED1 NUAK2 NUCB2 NXPE3 OAT OGFOD3 PARVG PFKFB4 PIK3CG PIKFYVE PLAC8 PLEK PLEKHM1 PLP2 PLPP3 PMF1 POLD4 POLR2A POU2F2 PPM1E PPP1R16B PRCP PRKCB PRKCD PRKCE PRUNE1 PSAP PTPN6 QKI QSER1 RAB31 RABEP2 RAPGEF1 RASGEF1B RDH12 RECQL5 REL RFC2 RFESD RFX5 RGS18 RIPK2 RNF141 RNF157 RNH1 RPS6KA5 RUFY1 SBK1 SEMA4B SERINC3 SFMBT1 SH2B3 SH3BGRL SH3BP2 SLC25A19 SLC2A6 SLC48A1 SLC4A7 SLC66A2 SNAP29 ST6GAL1 STAP1 STOML1 SWAP70 SZRD1 TACSTD2 TASL TCF3 TDRD7 TEP1 TFEB TLR4 TMED8 TMEM123 TMEM131L TRIM35 TRIOBP TSPAN17 TUBB2B TXNDC16 TYROBP UNC119 USP6NL VARS1 VPREB3 ZBTB22 ZDHHC24 GSE15750_DAY6_VS_DAY10_EFF_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15750_DAY6_VS_DAY10_EFF_CD8_TCELL_DN ABTB3 ADCK1 AGO1 ALG2 AMIGO1 APOBR ARF3 ARFRP1 ARHGAP31 ARHGEF4 ARRB1 BBS2 BCL11B BCOR BEND3 BRAP BRF1 BRWD1 BTG1 C19orf48P C1orf109 C1orf131 CAMKK1 CARD6 CASP9 CBX4 CBX7 CDH1 CLCN6 COQ2 CPNE7 CREBRF CRIM1 CRTAM CUL9 CYP17A1 CYP2E1 CZIB DANCR DBP DCAF8 DDB2 DDX60 DGKE DHX33 DMRTA1 DNAJB2 DOLK DVL1 DYRK2 EDRF1 EEF1G EHD3 ELL ENDOG ENTPD6 EPPK1 FAM120AOS FAM86B2 FARP2 FBXL17 FBXW4 FCGR2B FEZ2 FOXJ2 FYCO1 GRWD1 GSDMD GTF3C1 GUF1 HDAC11 HLA-E HS6ST1 ICE1 IER5 IFT172 IGSF8 IKBKE IL7R INPP5B JADE2 JARID2 JMY KANSL2 KBTBD11 KCNJ8 KIF3B KMT2C LEAP2 LPIN1 LPP-AS2 LRIG2 MAN2C1 MAP3K14 MBOAT7 MDN1 METTL22 MGRN1 MICALL1 MIGA2 MLH1 MNX1 MTFR1L NEURL4 NMNAT3 NPEPL1 NPFF NR1D2 NR4A3 NSUN4 OSM OTUD1 P2RX4 PANK4 PARP8 PDE4DIP PECAM1 PER3 PFN2 PGS1 PHF1 PHF21A PIANP PIK3IP1 PIK3R2 PIM2 PLEKHM3 PLP1 PLXNB2 POU6F1 PPCDC PPFIA1 PPP1R13B PRAMEF25 PRKCA PRKCE PRSS12 PTCH1 QPRT RAB37 RAB6B RAPGEF2 RBMS2 RERE RFLNB RIGI RNF213 RPL12 RREB1 RTP3 SBSN SEC16A SEMA4A SEMA4B SF3B3 SFI1 SGSH SGSM2 SIPA1L3 SLC20A1 SLC26A11 SLC30A1 SLC35E3 SLC9A9 SOCS7 SPOUT1 STAR SUSD2 TAB2 TAF1A TCAIM TCN2 TEF TLN2 TM6SF1 TNFRSF25 TOB2 TRAF1 TRMT1 TTLL11 UBA7 UBR5 USP19 UVSSA XCL1 ZBTB18 ZBTB26 ZBTB4 ZBTB7A ZCCHC24 ZDHHC3 ZNF217 ZNF263 ZNF318 ZNF623 ZNF746 ZNF76 ZNF827 ZSCAN26 ZSWIM7 GSE15750_DAY6_VS_DAY10_EFF_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15750_DAY6_VS_DAY10_EFF_CD8_TCELL_UP ACADL AIPL1 ALDH7A1 ANP32B ARHGAP11A ARPC5 ASF1B ASPM ATAD5 AUNIP AURKA AURKB BEX3 BIRC5 BPNT2 BRCA1 BUB1 BUB1B C12orf75 C1orf112 CASP3 CCNB2 CD109 CD2BP2 CDC20 CDC25C CDC45 CDC6 CDCA8 CDK1 CDKN3 CENPA CENPE CENPH CENPI CENPM CENPN CENPP CENPS CENPW CEP55 CHIT1 CIP2A CKAP2 CKAP2L CKS1B CKS2 CPPED1 CREB3L1 CTNNAL1 DBF4 DCUN1D1 DEPDC1 DHFR DIAPH3 DNA2 DSCC1 DYNLT1 E2F7 ESCO2 ESD ESPL1 FAM229B FAM83D FAS FBXO33 FBXO5 FEN1 FHL2 FIGNL1 GINS1 GINS2 GLRX GMNN GTSE1 HASPIN HELLS HMMR HNRNPAB HROB HYLS1 IAH1 IDH3A IDI1 IQGAP3 ITGB1BP1 KIF11 KIF18B KIF20A KIF22 KIF23 KIF2C KNL1 KNSTRN KNTC1 KPNA2 LIG1 LRR1 LSM12 LZIC MAD2L1 MAP1LC3B MCM10 MCM2 MCM5 MCM7 MED7 MELK MRPL9 MT2A MUC20 MXD3 MYBL1 MYBL2 NCAPG NCAPH NDC80 NEIL3 NEK2 NEURL1B NSD2 NSL1 NUF2 NUSAP1 OIP5 PAFAH1B2 PARPBP PASK PBK PCLAF PCYT1B PGK1 PIH1D2 PIMREG PLEK PLK1 PMCH PMM1 POGLUT3 POLA1 POLQ PPIL1 PRC1 PRDX4 PRR11 PSMD1 PSMG4 PTPRK RACGAP1 RAD51 RAD51AP1 RAD51B RAD54B RAD54L RBBP8 RIPK1 RNASEH2B RPA3 RPS27L RRM1 RRM2 SENP1 SGO1 SGO2 SHCBP1 SKA1 SKA2 SKA3 SLAMF7 SLIRP SMC2 SNAP29 SPAG1 SPAG5 SPC24 SPC25 SPDL1 SRL STIL STMN1 STMN2 SUMF1 TAX1BP3 TCF19 TIPIN TK1 TOP2A TPX2 TRIM66 TSPAN32 TTK TUBA1B TXN UBE2C UHRF1 UQCRFS1 VDAC3 VIM YWHAH ZGRF1 GSE15750_DAY6_VS_DAY10_TRAF6KO_EFF_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15750_DAY6_VS_DAY10_TRAF6KO_EFF_CD8_TCELL_DN ABTB3 ADGRG5 ADPGK ADRB1 AGO1 AGPAT2 AMIGO1 ANKHD1 AOAH AP5Z1 ARFRP1 ARHGEF4 ARL4C ASB13 ATP6V0B ATXN7 BBS2 BCL2 BCL2L2 BCL6 C19orf38 C9orf50 CAMK2N1 CAMSAP2 CARD6 CARNS1 CBX7 CCDC137 CCL4 CCND2 CCNL2 CDYL2 CIPC CIRBP CISH CLCF1 CLK1 CLTB CNOT4 COG8 COL6A5 COQ8A CPNE7 CREB3 CREBL2 CREBRF CRIM1 CRYBG2 DBP DHX33 DMRTA1 EGR3 EHD3 EIF4A2 EIF5 ELMOD3 ENO3 ERCC1 ESS2 FAM210B FAM8A1 FBXW4 FCGR2B FHIP2A FNDC5 FYCO1 GAA GAPVD1 GGA1 GGA3 GIMAP6 GPRASP2 GRAMD2B GSDMD GUCA1B HARS2 HECA HNRNPH3 HYAL2 HYI IER5 IFFO2 IFT140 IL18RAP IL7R ITGA3 JUN KCNJ8 KDM5B KLHL17 KLHL24 KMT2C KRT78 LATS2 LEMD2 LPIN1 LRATD2 LRP6 MAFK MAN2A2 MARCHF9 MDC1 METTL3 MGA MGRN1 MPPE1 MTFR1L MTMR4 MTURN MYLIP NFKBID NMNAT3 NOP14 NOTCH3 NR1D1 NR1D2 NUDT16L1 NXF1 OPLAH OTUD1 P4HTM PANK1 PARP8 PAXBP1 PDE2A PDE7A PDXK PEAK1 PFN2 PHF21A PHF3 PIK3IP1 PISD PLEKHA6 POGK PPP1R3F PRKCE PRRT1 QPRT RABL6 RBM48 RCCD1 RELL2 RFX5 S100PBP S1PR5 SBSN SCML4 SEC16A SFI1 SHPK SLC12A5 SLC20A1 SLC38A2 SLC5A6 SLFN13 SMAD7 SMPD5 SMYD5 SNHG12 SNORD123 SNX29 SOCS3 SOX12 SPRY2 SRGAP2 SRSF2 SRSF6 STON2 STXBP4 TAFAZZIN TAGAP TARBP2 TCEA2 TDRP TEF TELO2 TFAP4 TM6SF1 TMEM121 TMEM201 TMPRSS3 TNFRSF18 TNFRSF25 TNFRSF4 TSHZ3 TTC39B TUFM UBXN11 UNC45A USP24 ZBTB4 ZEB2 ZFP36L1 ZHX2 ZNF276 ZNF318 ZNF76 ZXDB GSE15750_DAY6_VS_DAY10_TRAF6KO_EFF_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15750_DAY6_VS_DAY10_TRAF6KO_EFF_CD8_TCELL_UP ACADL ANLN APLP2 ARHGAP11A ARHGAP19 ARL6 ASPM AUNIP AURKA AURKB BCAT1 BIRC5 BRIP1 BUB1 BUB1B CA5B CBX5 CCAR1 CCDC138 CCDC43 CCNA2 CCNB2 CCNF CCT2 CDC25C CDC45 CDC6 CDCA2 CDCA3 CDCA5 CDCA7L CDK1 CDKN1A CDKN3 CENPA CENPE CENPF CENPH CENPI CENPK CENPM CENPN CENPP CEP55 CHEK1 CIP2A CKAP2 CKAP2L CKAP5 CKS1B CLDND1 CLSPN COX7A1 CPOX CSRP1 CTLA4 DEPDC1 DHFR DNA2 DTL DUT E2F7 E2F8 ECT2 EME1 ESCO2 EXO1 EZR FAM114A1 FAM221A FANCD2 FEN1 FKBP5 FOXM1 GEN1 GGT1 GNG3 GRB10 GTSE1 HMGB2 HMGB3 HMMR HPF1 HROB INCENP IRAK1BP1 ITGA2 KIF18B KIF20A KIF20B KIF22 KIF23 KIF24 KIF2A KIF4A KNL1 KNSTRN LIG1 LRR1 MAD2L1 MAPK1 MCM10 MCM3 MCM6 MELK MGST3 MIS12 MIS18BP1 MKI67 MLF1 MND1 MRPL20 MT1E MT2A MTFR2 MTM1 MUC20 MXD3 MYBL2 NCAPG NCAPG2 NCAPH NDUFS8 NEK2 NINJ2 NMRAL1 NSL1 NTF4 NUF2 NUP205 NUP93 ORC1 PARPBP PASK PBK PCNA PCYT1B PFDN4 PIF1 PIMREG PLA2G4C PLAA PLK1 PMCH POLA1 POLE PRELID3B PRIM1 PRR11 PRSS16 PSAT1 PSRC1 PTGR1 PXMP2 RACGAP1 RAD51 RAD51AP1 RASSF3 RBMX RFC5 RNASEH2B ROM1 RPS27L RRM1 RRM2 SEPTIN11 SEPTIN2 SFR1 SHCBP1 SKA1 SKA3 SLC25A6 SMC2 SNAP29 SPAG5 SPC24 SPC25 SPDL1 SQLE SRL STIL STMN1 SYNRG TACC3 TCF19 TFDP1 TICRR TK1 TMEM107 TOP2A TPPP3 TPX2 TSPAN32 TTK TUBA1B TUBB4B UBE2C UBE2N UHRF1 ZWILCH GSE15750_WT_VS_TRAF6KO_DAY10_EFF_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15750_WT_VS_TRAF6KO_DAY10_EFF_CD8_TCELL_DN A2M ACAP1 ACSL3 ACTRT1 ADAM12 AIRE AKR1C2 ALDH1A3 AMIGO2 ARMC2 ASIC1 ASPHD2 ASTL ATRNL1 BAHCC1 BMP4 BMP5 BRAF C11orf65 C15orf62 C1orf210 C21orf62 CACNB1 CALCOCO1 CAVIN4 CCDC175 CCL17 CELSR2 CFAP57 CHRNA9 CHRNB1 CHST7 CISH CLCF1 CLEC2L CLPS CMTM2 CNGA2 COL11A1 COL13A1 COL5A3 COL6A2 CORO2B CPNE5 CRABP1 CREB3L1 CTCF CTSC CYP26B1 CYTL1 DCLK1 DDAH2 DGKH DMBX1 DNAAF11 DOC2B DOCK6 DPYSL4 DRD3 DSCAML1 DUSP8 EDN2 EGR4 ENSG00000285566 EPHX4 EPS8L3 EQTN ETV2 FAM178B FAM229B FBLN1 FGA FGF10 FKBP9 FLNC FLT1 FOXM1 FRS3 FUT10 FXYD2 GABRD GNAT2 GPR3 GPX6 GRIP2 H6PD HECW1 HEPACAM HLF HLX HOGA1 IFFO2 IFT122 IL17RB INCA1 IRGQ IRS2 KCNU1 KHDC3L KIAA2013 KIF26B KLHL14 KLRC2 KNTC1 KRT78 KRT79 LCE2B LCE3B LMOD3 LOXL1 LRRC66 LTK LUM MAP1LC3B MAP9 MAPK8IP2 MGMT MINAR2 MRAP2 MST1R MYO16 NAT14 NAV2 NEU2 NHERF1 NRAP NUDT16L1 OTOF P2RY4 PABPN1 PACRG PCDHB4 PDC PIGA PIMREG PKDREJ PKHD1L1 PLAC8L1 PLEKHG3 PLEKHH3 PRPF40B PRRG4 PXDN RAD51B RAG1 RASGRP4 REG1B RLN1 RMI2 RNF13 ROPN1 RS1 RTL3 RTN4R S100A14 SCEL SDK1 SEMA4F SEMA5B SEZ6L SIX4 SLC12A5 SLC1A7 SLC24A4 SLC4A11 SLC7A4 SLITRK3 SNCB SOX13 SPACA7 SPATS2 SPRY1 SPRY2 SPRY4 STEAP3 SUMF1 SYBU SYT12 THPO TMEM102 TMEM266 TMEM63B TMEM88 TMOD4 TMPRSS2 TNPO2 TOB1 TRIM66 TRPM6 UPK2 UPP1 UROC1 VANGL2 VAX2 VGLL2 VWA1 WNK4 YEATS4 ZG16 ZNF169 GSE15750_WT_VS_TRAF6KO_DAY10_EFF_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15750_WT_VS_TRAF6KO_DAY10_EFF_CD8_TCELL_UP ACSL5 AHCYL1 AIM2 AIRN ALDH7A1 ALOX5 ALS2CL APOBEC1 ARL4A ARSK ATRN B3GALNT2 BCL2L12 BLM C2orf76 C4BPA C7orf50 C8orf33 CABLES1 CABP7 CARMIL1 CASP4 CCDC43 CCDC73 CCN2 CCR3 CD44 CD5 CD9 CDH1 CDKAL1 CENPI CHPT1 CLK1 COG7 COL8A2 COQ10A COQ7 CPLANE2 CRIP3 CRLS1 CRTAM CRYZ CTSE CUTC CXCR3 CYBC1 CYP26A1 CYRIA CYTH3 DAAM1 DAP3 DCLRE1A DDX51 DGKQ DLL4 DNAAF8 DPP4 DRAM1 DSG2 DYRK3 EBNA1BP2 ECPAS EGF ENTPD6 EPPK1 EPS8L1 ETV5 EZR FAHD1 FANCB FANCI FBXO9 FOXC2 FPGT FUCA2 GALNT11 GBF1 GEMIN4 GPATCH1 GPATCH11 GPR19 GTF2A2 GUF1 GYS1 HCRTR2 HDAC3 HDDC3 HEATR3 HOOK2 HTRA4 IFT172 IGF2-AS IGF2BP2 INTS14 IRX3 KSR1 LHPP LONRF1 LSM2 LYSMD1 MED11 MESD METTL8 MGST2 MRGBP MSRB2 MTFP1 MTMR14 MTUS2 MYC NAIF1 NEDD1 NFS1 NOA1 NPAS3 NSRP1 NUP93 OBI1 OPTN ORC3 P2RX4 PAK6 PAQR8 PARP8 PDCD7 PDK3 PDLIM1 PECAM1 PEX11B PFKFB2 PFKP PLAA POLD2 PRKAR2A PSIP1 PWP2 RABL3 RAD51D RASSF3 RB1 RBMS2 RBMX RECQL5 REEP1 REV1 RFLNB RFTN1 RIN2 RNASEH2B RNF6 RPL36A RPP40 RXFP1 S100A9 SCNM1 SENP8 SERPINB6 SETD2 SFRP4 SH3BP2 SLC15A2 SLC45A4 SMAP2 SOD2 SPINK1 SPRED2 SPTLC1 SQLE STIMATE STXBP4 SUPT7L SUPV3L1 SURF2 SWSAP1 TAF1A TBC1D32 TEFM TFDP1 THUMPD2 TLR6 TMEM186 TMEM97 TNKS TPR TRAF1 TRDMT1 TRIB2 TSR1 TUFM TWSG1 TYW5 UBE2L6 UBE3D VIPR1 WHAMM XRCC6 ZBED3 ZER1 ZNF823 GSE15750_WT_VS_TRAF6KO_DAY6_EFF_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15750_WT_VS_TRAF6KO_DAY6_EFF_CD8_TCELL_DN AADAT AEBP2 AMER3 ANKRD49 ANKRD63 ARSI ASH2L AVIL BANF2 BEND7 BEST2 BRD8 C17orf50 C5orf15 C9orf152 CAPN12 CASP14 CASP7 CASS4 CATSPERZ CCAR1 CCDC71 CCL22 CCNJL CD226 CD93 CDH1 CDK12 CELA1 CELA2A CFAP45 CHL1 CLIP4 CLPX CNKSR1 COA5 COL22A1 COL25A1 CORO6 CPB1 CRABP1 CRACD CRYM CSF1 CSTF2 CTLA4 CTTNBP2 CXCL17 DEFB119 DEPP1 DLG5 DMKN DNAH5 DNAJC11 EARS2 ELF2 EPHB2 ESPN EVA1C FAM107B FAM120C FAM83G FBXO17 FBXW9 FGA FOXL1 GALNT9 GAREM1 GNAQ GNG4 GOLGA4 GP1BA GPBP1L1 GPR17 GRHL3 GRIP2 HAO1 HMOX2 HNRNPH1 HNRNPU HRG HSD17B2 HSPB3 ICAM5 IGFBP4 IGHMBP2 IGSF3 IGSF9B IKZF2 IL2RG IRAK3 IRX6 ITIH2 KCNK1 KIF26A KLF11 LDHAL6B LIMD2 LMCD1 LMNTD2 LRIT1 LRPPRC LRRC10B LRRC2 LRRIQ4 LRRTM2 LZTS2 MAPRE2 MED14 MEGF8 MNX1 MUC13 MYL9 NANOS1 NBEA NINJ2 NLRP14 NPC1L1 NRP1 NUDT4 PDCD4 PELI2 PFKFB4 PHETA2 PIP5K1A PITX3 PKP3 PNISR POLR3A PPIA PPM1N PPP1R12A PPP1R13L PSMD11 PTGS1 PTP4A2 RASL11A RC3H2 RCHY1 RCL1 RGS16 RHOT1 RILPL2 RIMBP2 RORB RPS9 RTP3 SALL4 SAMD12 SCN4A SENP2 SERPINE1 SIN3A SLC1A1 SLC25A17 SLC6A19 SLF2 SMCO2 SOX11 SOX13 SPTB SPTBN4 SRSF11 STAG3 STARD4 STK36 STMN2 SUSD2 SUZ12 SYTL3 TAGLN TASOR TBX4 TCAP TFAP2C TGIF2LX TGM5 TM9SF3 TMEM217 TNS1 TOX2 TPM3 TSKS TSPAN18 TTBK1 TUBB TUFT1 TWIST2 UBE2D1 USP49 VCAN WAPL WBP2NL WDR18 XKR6 XRN2 ZBTB12 ZC2HC1B ZNF280B ZNF451 GSE15750_WT_VS_TRAF6KO_DAY6_EFF_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15750_WT_VS_TRAF6KO_DAY6_EFF_CD8_TCELL_UP ABHD12 ADGRF5 ADGRG5 ADGRL3 AGL AGPAT2 ALS2 AMZ1 ANAPC7 ANGPTL4 ANGPTL6 ARHGAP39 AS3MT ASB2 ASH1L ATAT1 ATMIN ATP1B3 ATRAID ATXN7 B3GALT4 B3GNT2 BRCA2 BRF2 BSPRY BTD BYSL C1orf53 C2orf76 C3 C4orf36 C6orf89 CAPN3 CCDC17 CCDC51 CCDC73 CD5L CDYL2 CERKL CERT1 CHGA CHST11 CIAO3 CLCN1 CMBL COPS7A CRADD CSGALNACT1 CYP17A1 DAP3 DCAF11 DCP1B DCTN3 DDHD1 DDX4 DHTKD1 DLEU7 DLL1 DMAC1 DNAJC15 DUS3L EFNA5 EID2 EIF3G EIF5B EIPR1 ELP1 EOMES ERBB3 ESS2 EYA3 FAM241B FANCF FAS FBXO33 FCF1 FSIP1 GALM GLB1 GNPDA1 GNS GPLD1 GPR84 GRK4 GSC2 GSDMC GSTK1 H2BC18 HEXIM2 HHAT HIC2 HPDL HSPA1B HVCN1 IFI35 LAMB1 LGR5 LHFPL6 LMAN2L LPP-AS2 LRCH1 LYPD6B METAP1 METTL16 METTL3 MFAP3 MFN1 MMP11 MPO MTMR4 MTX1 NBAS NCBP2AS2 NDUFA1 NDUFS2 NDUFS3 NEFH NEURL2 NFKBIE NHEJ1 NR2C2AP NUP50 P2RY12 P4HTM PAK6 PAQR8 PARP3 PCDHB15 PISD PLEKHG6 PMF1 PPARGC1A PRDM15 PRMT6 PTPMT1 PTPN3 QTRT1 RBFA RBPMS2 RGS17 RIOX2 RLBP1 RNF157 SCML4 SEC22B SFXN2 SIAH2 SKIDA1 SLC15A2 SLC17A7 SLC25A2 SLC25A29 SLC35G1 SLC6A14 SLC7A6 SNAPC3 SPAG16 SPOUT1 SPRTN STAMBP STAT4 STXBP4 STYXL1 SWSAP1 SYT6 TANC1 TARBP2 TBCCD1 TBX22 TCFL5 TGM2 THADA TIMD4 TMEM120B TMEM19 TMEM231 TMEM267 TNS3 TOR1B TRAIP TRIM17 TRMT61A TRUB1 TSEN2 TSPO TTC12 TUFM TUSC2 USP24 VOPP1 VPS33A WASHC1 YJU2B ZDHHC14 ZFP69 ZNF365 ZNF394 ZNF787 ZNRD2 ZSWIM7 GSE15767_MED_VS_SCS_MAC_LN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15767_MED_VS_SCS_MAC_LN_DN AAAS ABHD15 ABHD17B ADAMTS2 ADGRL1 AFF4 AKIRIN2 AKTIP ANKRD63 APPL1 AQP3 ARNT2 ATN1 ATP13A1 B3GALT2 BBOF1 BRAP C18orf54 CAP2 CARNS1 CBX7 CD247 CD82 CD8B CDK8 CDON CEP170B CEP63 CIBAR1 CLIP1 CNOT2 CNST COA6 COLGALT2 CORO2B CROT CTCF CUL3 CYTH1 DAP DDX46 DENND6B DKK3 DLG3 DLG5 DNAJB2 DOCK3 EHD3 EI24 EIF3H EML3 ENTREP3 ESRP2 ETS1 FAH FANCG FARP1 FASN FASTKD1 FHIP1B FKBP3 FOXO1 GALNT1 GPBP1L1 GPR68 GRAMD1A GRAP2 GTF2I HACD3 HDAC7 HIVEP2 HLF HS2ST1 IBTK IFFO2 IFT140 IFT80 IL18R1 IL2 IL27RA IP6K1 ITK ITPR3 JAG1 JMJD4 KIAA0040 KPNA4 KRT24 LAX1 LIME1 LMBR1 LPXN LRRC17 LYSMD1 MAP4 MAPK11 MBNL3 MDN1 MLLT6 MOB3A MPND MPPE1 MSRB2 MYCN MYNN NAA10 NAA16 NCBP1 NDFIP1 NEU3 NIBAN1 NPAS2 NUMA1 NXPE3 PABPC1L PFAS PHGDH PIM2 PLCB4 PLCG1 PLEKHF1 PPAT PPP1R16B PRRT1 PSIP1 PTCH1 PYM1 RAB19 RAD54L2 RAMP1 RARG RAVER1 RBCK1 RETREG1 REXO2 ROM1 RPL14 RPL22L1 RPS5 RWDD1 S100PBP SAMD11 SEC24C SELENOH SEPTIN11 SEPTIN4 SETDB2 SETX SH2D2A SIGIRR SIPA1L1 SKIC2 SLAMF1 SLC25A23 SLC25A46 SLC37A3 SLC7A6 SLC9A9 SMIM1 SMOX SMYD2 SP4 SPN SRPK1 SS18 STMP1 STX1A SUGT1 TASP1 TAX1BP1 TBC1D22B TBL1X TMEM158 TMEM209 TMEM31 TMEM64 TNFSF10 TRAF1 TRIB2 TRIM24 TRIP11 TRMT6 TRPT1 TRPV2 TTLL12 TUBE1 UBR5 UIMC1 UNG VPS28 WDR43 WDR75 ZBTB4 ZC3H13 ZC3HAV1L ZDHHC18 ZDHHC2 ZNF580 ZNF652 GSE15767_MED_VS_SCS_MAC_LN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15767_MED_VS_SCS_MAC_LN_UP ABCA1 ACP5 ACSS1 ACVRL1 ADAM9 ADGRL2 AGO4 ALDH2 ANXA5 APBA1 ARPC5 ASAH1 ASAH2 ASGR2 ASPH ATP13A2 ATP6V0B B3GALNT1 BFSP1 BHLHE22 BTNL2 C5AR1 C6 CALHM6 CALML4 CAPZB CD276 CD68 CDS1 CLEC10A CLEC7A CLN8 CLVS1 CPA3 CPQ CREG1 CSF2RB CTF1 CTNND1 CYBB CYBC1 CYRIA DACT2 DBI DOCK4 DOCK7 DPY19L1 DSE DSTN DUSP22 EIF1AY EPB41L3 EPHA4 ERG ERLIN1 F11R FCER1G FCGR3A FCRL1 FLACC1 FNIP1 FOS FPR2 FXYD2 GAB1 GAS6 GPR160 GPR35 GPRC5C GSN GZMA HLA-DQA1 HLA-DRB1 HLX HNMT HOMER1 HSP90AA1 HSPA12A HYAL2 HYCC1 IDH2 IFITM2 IFITM3 IFNAR2 IL10RB INMT INPP4A IQGAP2 IRF8 KCNK13 KCNMB2 KIF23 KLHL9 KPNA7 KRT80 LMO2 LPIN1 LRP1 LRP4 LY86 LYN MAG MAN2B2 MANBAL MCEMP1 MEF2A METRNL MFSD1 MIR99AHG MORF4L1 MSR1 MSRB1 MTMR6 MYH10 MYO1C NADK NAGLU NCAPG2 NCF1 NCKAP1L NECTIN4 NFIC NFXL1 NINJ1 NIPA2 NKPD1 NLN NOD1 NOTCH2 NPC2 NRAP NRP2 NUCB2 OSBPL11 P2RY6 PDGFC PGPEP1 PHOSPHO1 PHYHD1 PID1 PKIG PLBD1 PLEKHG5 PMP22 PRKAR1B PRKCD PROK2 PROS1 PTPN6 PTPRO PYROXD2 RAB11FIP5 RAB31 RAB38 RALB RBM47 REPS2 RNASE6 RNF180 RTL5 SASH1 SELENBP1 SELL SEPTIN10 SIGLEC1 SKAP2 SLAMF8 SLAMF9 SLC7A7 SMTNL2 SOGA1 SRL STAB1 STARD5 STARD8 STEAP3 SUSD3 TCN2 TEKTIP1 TENT2 TENT5A TEP1 THBS1 TLR4 TLR5 TLR8 TMCC3 TMEM106A TMEM150B TMPRSS4 TNFRSF21 TPPP TREML4 TREX1 TSLP TSPAN3 TSPAN6 UNC93B1 YIPF1 ZEB2 GSE15930_NAIVE_VS_24H_IN_VITRO_STIM_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15930_NAIVE_VS_24H_IN_VITRO_STIM_CD8_TCELL_DN ABCD3 ACAD9 ACOT7 AIMP2 ALDH18A1 ANLN ARL2 ARMC1 BIRC5 BLMH BRCA1 CAD CARM1 CARS1 CBX1 CCT3 CCT6A CD200 CDC20 CDK1 CDKN2AIPNL CENPK CHCHD10 CHERP CINP CISD1 CKAP2 CKAP5 CKS1B CLIC4 CNPY2 COMT COQ5 CRCP CRTAP CSF2 CSNK2A2 CTPS1 CYB5B CYP51A1 DCK DCTPP1 DDX1 DDX41 DDX52 DECR1 DHCR24 DHCR7 DTD2 DUSP12 ELOC ELOF1 EMC8 ENOPH1 ERG28 ESF1 EZH2 FAM162A FKBP2 GALK1 GCLM GCSH GFM1 GIT1 GMNN GTF2E2 GTF2H4 GZMB HASPIN HAUS4 HAX1 HDHD2 HK2 HMBS HRAS IDI1 IFI30 IFT27 IL2RA INO80E IRF4 IRF8 JAGN1 JMJD6 KIF23 LGALS3 LIG1 LMNB1 LSM2 LUC7L3 MAD2L1 MCM2 MCM5 MKI67 MNS1 MOGS MRPL17 MRPL18 MRPL2 MRPL37 MRPL45 MRPS10 MRPS22 MRPS36 MRTO4 MSMO1 MTHFD2 MTMR9 MTX2 NBN NCBP2 NDUFAF4 NDUFS5 NDUFS6 NME4 NOCT NOP2 NUDT1 NUDT19 NUP85 NUSAP1 NVL OLA1 ORC6 PAFAH1B2 PDAP1 PDCD2 PDIA4 PDS5B PEX19 PGAM1 PHTF2 PIGF PLK4 PLP2 POLD2 POLD3 POLR1A POLR2F POLR2L POLR3K POMP PPA1 PREP PRIM2 PSMD12 PSPH PTGER4 RAD50 RAD51AP1 RBM10 RBPJ RC3H2 RCC1 RCN2 RFC2 RFC4 RFC5 RHOT1 RIOX2 RNASEH2B RPA3 RPF2 RPL7L1 RPN1 RPRD1B RRM1 RRP1B RRP9 SAAL1 SERPINB9 SIVA1 SLC19A1 SOD2 SPR SRM SYNGR2 TACC3 TAF11 TAMM41 TGDS THAP7 TIMM8A TIMM9 TMEM97 TNF TNFRSF9 TOP2A TPD52L2 TPI1 TRIM37 TRIP13 TSPAN31 TUBG1 WDR43 WDR77 XCL1 XPOT ZDHHC16 GSE15930_NAIVE_VS_24H_IN_VITRO_STIM_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15930_NAIVE_VS_24H_IN_VITRO_STIM_CD8_TCELL_UP ABCD1 ABCG1 ACTR1B ACVRL1 ADGRG3 ADGRL1 ADRB2 AGRN AKAP7 AKIRIN1 APC APOBEC1 APOBEC2 APP ARF3 ARFGAP3 ARHGEF25 ARID3B ASGR2 ATP9A AZI2 B4GALT1 BCL2 BCL6 BLOC1S1 BRWD3 BSDC1 BTC CA2 CALR CANT1 CCDC152 CCKBR CD1D CD79B CEL CNTRL COL6A1 COL6A2 COLQ COQ10A CTNNAL1 CXCR4 CYP2E1 CYP3A43 CYTH3 DENND2B DIAPH1 DLGAP4 DLX1 DNAJB4 EIF2AK2 ELMOD3 EXOC7 EYA2 F2RL1 F9 FBXW4 FGD3 FOXK1 FRMD8 FUT9 GABBR1 GBF1 GCG GNG3 GRIA3 GRINA GUCA1A HCFC1R1 HGF HIP1R HLA-DOA HOXA3 HR HRH2 IL3RA INPP5K INSM1 IP6K1 ITGB3 JARID2 KCNH2 KIF3C KITLG KLC4 KRT1 LALBA LDAF1 LGALS4 LHCGR LMO2 MAP1LC3A MAP2K6 MAP4K3 MAP7 MAPK8IP3 MCOLN2 MEST MFGE8 MPL MROH1 MSL2 MTFR1L MX1 MYH7 MYL6 MYOM2 N4BP1 NAGA NCOA3 NECAP1 NEDD4L NQO1 NRTN PAPSS2 PCSK7 PDE4B PEA15 PGLYRP1 PHF1 PHRF1 PI4K2A PKD1 PKP3 PLEKHA5 PLEKHB2 PMPCA POMC PPFIBP2 PRCC PSAP RAB17 RAB33B RAB5B RALGPS2 RANBP10 RAPGEF4 RBM4B RCVRN RECK RETREG2 REXO1 RFX2 RFXANK RPL12 RPL22 RPL37A SEC11C SEMA4F SGPL1 SIAH1 SIT1 SKAP2 SLC22A1 SLC39A4 SLFN12 SOX13 SOX4 SP4 SPA17 SPATA6 SPINK4 SPPL2B SQOR STAT5A STK40 SUB1 SUGP2 SURF4 SYNRG SYT9 TCF20 TCN2 TEC TEK TFPI2 TGM2 TIMP2 TLE4 TLR7 TNNC2 TRAF2 TRAFD1 TRIM13 UBE2E3 UBXN6 ULK2 UNC119 USF2 USP2 USP3 WBP1 WNT11 WNT7B YJU2 ZBTB20 ZNF260 ZNF292 ZYG11B GSE15930_NAIVE_VS_24H_IN_VITRO_STIM_IL12_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15930_NAIVE_VS_24H_IN_VITRO_STIM_IL12_CD8_TCELL_DN ABCD3 ACAD9 ACOT7 AIMP2 ALDH18A1 ANLN ARHGEF7 ARL2 ARMC1 BATF3 BIRC5 BLMH BRCA1 CAD CARM1 CARS1 CCR5 CCT3 CCT6A CD200 CDC20 CDK1 CDKN2AIPNL CENPK CHCHD10 CHERP CINP CISD1 CKAP2 CKAP5 CKS1B CLIC4 CNPY2 COMT COQ5 CRABP2 CRCP CRTAP CSNK2A2 CTPS1 CYB5B DCK DCTPP1 DDX1 DDX52 DHCR7 DTD2 DUSP12 ELOC ELOF1 EMC8 ENOPH1 ERG28 ESF1 FAM162A FKBP2 GADD45G GALK1 GCLM GCSH GFM1 GIT1 GMNN GTF2H4 GZMB HASPIN HAUS4 HAX1 HDHD2 HK2 HMBS HRAS IDI1 IFI30 IFNG IFT27 IL2RA INO80E IRF4 IRF8 JAGN1 JMJD6 KIF23 LGALS3 LIG1 LMNB1 LRRC59 LSM2 MAD2L1 MCM2 MCM5 MEST METTL1 MKI67 MNS1 MOGS MRPL17 MRPL18 MRPL2 MRPL37 MRPL45 MRPS10 MRPS18B MRPS22 MRPS36 MRTO4 MSMO1 MTHFD2 MTMR9 MTX2 NBN NCBP2 NDUFAF4 NDUFS5 NDUFS6 NEURL4 NOCT NOP2 NUDT1 NUP85 NVL OLA1 ORC6 PAFAH1B2 PDAP1 PDCD2 PDIA4 PDS5B PGAM1 PHB1 PIGF PLK4 PLP2 PLSCR1 POLD2 POLD3 POLR1A POLR2F POLR2L POLR3D POLR3K POMP PPA1 PREP PRIM2 PSMD12 PSPH PTGER4 RAD50 RAD51AP1 RBM10 RBPJ RCC1 RCN2 RFC2 RFC4 RFC5 RHOT1 RIOX2 RNASEH2B RNH1 RPA3 RPF2 RPL7L1 RPN1 RRM1 RRP1B RRP9 SAAL1 SERPINB9 SIVA1 SLC19A1 SOD2 SPR SRM SYNGR2 TACC3 TAF11 TAMM41 TGDS THAP7 TIMM8A TIMM9 TMEM109 TMEM97 TNF TNFRSF9 TOP2A TPD52L2 TPI1 TRIM37 TRIP13 TSPAN31 TUBG1 WDR43 WDR77 XCL1 XPOT ZDHHC16 GSE15930_NAIVE_VS_24H_IN_VITRO_STIM_IL12_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15930_NAIVE_VS_24H_IN_VITRO_STIM_IL12_CD8_TCELL_UP ABCD1 ABCG1 ACOT8 ADGRG3 ADGRL1 ADRB2 AGRN AKAP7 AKIRIN1 APOBEC1 APP ARFGAP3 ARHGEF25 ARID3B ATP9A AZI2 B4GALT1 BCL2 BCL6 BLOC1S1 BRAP BRWD3 BSDC1 BTC CA2 CANT1 CCDC152 CCKBR CD1D CD79B CEL CFH CLPS CNTRL COL6A2 COLQ COQ10A CTNNAL1 CWC22 CXCR4 CYP3A43 CYTH3 DENND2B DIAPH1 DLGAP4 DNAJB4 DVL1 EEF1A2 EIF2AK2 ELMOD3 EXOC7 EYA2 F2RL1 F9 FBXW4 FGD3 FOXK1 FRAT1 FRMD8 GABBR1 GBF1 GCG GGPS1 GLRX GREM2 GRINA GUCA1A HCFC1R1 HGF HINT2 HIP1R HLA-DOA HOXA3 HR HRH2 IKZF2 IL16 IL3RA INPP5K INSM1 IP6K1 ITPK1 JARID2 KCNH2 KIAA0319L KIF3C KLC4 KLF2 KLF4 KRT1 LALBA LGALS4 LHCGR MAP1LC3A MAP2K6 MAP4K3 MAP7 MAPK8IP3 MATK MCOLN2 MFGE8 MIP MROH1 MSL2 MTFR1L MX1 MYL6 N4BP1 NAGA NCOA3 NECAP1 NEDD4L NQO1 PCDHA10 PCSK7 PDE4B PEA15 PGLYRP1 PHF1 PHRF1 PI4K2A PKD1 PKP3 PLEKHA5 PLEKHB2 PMPCA POMC PRCC PSAP QSOX1 RAB17 RAB33B RAD9A RALGPS2 RANBP10 RAP2B RAPGEF4 RASGRP2 RBM4B RCVRN RECK RETREG2 REXO1 RFX2 RPL12 RPL22 RPL37A S1PR1 SCEL SEC11C SEMA4F SH3BP1 SH3GL1 SIAH1 SIT1 SLC22A1 SLC25A25 SLC39A4 SLFN12 SNX13 SOX11 SOX13 SPATA6 SPINK4 SPPL2B SPSB1 SQOR ST3GAL1 SUB1 SUGP2 SURF4 SYNRG SYT9 TBC1D20 TCF20 TCN2 TEC TFPI2 TIMP2 TLE4 TLR7 TRAF2 TRAFD1 TRAPPC14 TRIM13 TRIM21 UBXN6 UNC119 USF2 USP2 USP21 USP3 WBP1 WNT11 WNT7B ZBTB20 ZDHHC5 ZNF260 ZNF292 ZYG11B GSE15930_NAIVE_VS_24H_IN_VITRO_STIM_INFAB_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15930_NAIVE_VS_24H_IN_VITRO_STIM_INFAB_CD8_TCELL_DN ABCD3 ACAD9 ACOT7 AIMP2 ALDH18A1 ANLN ARL2 ARMC1 BIRC5 BLMH BRCA1 CAD CARM1 CARS1 CBX1 CCL4 CCNE2 CCT3 CCT6A CD200 CDK1 CDKN2AIPNL CENPK CHCHD10 CHERP CINP CISD1 CKAP5 CKS1B CLIC4 CNPY2 COMT COQ5 CRCP CRTAP CSF2 CSNK2A2 CTPS1 CYB5B CYP51A1 DCK DCTPP1 DDX1 DDX41 DECR1 DHCR24 DHCR7 DNMT1 DTD2 DUSP12 EIF2AK2 ELOC ELOF1 EMC8 ENOPH1 ERG28 ESF1 EZH2 FAM162A FDFT1 FKBP2 GALK1 GCLM GCSH GFM1 GIT1 GMNN GTF2E2 GTF2H4 GZMB HASPIN HAUS4 HAX1 HDHD2 HK2 HMBS HRAS IDI1 IFI30 IFNG IL2RA INO80E IRF4 IRF8 JAGN1 JMJD6 KIF23 KLHL7 LGALS3 LIG1 LMNB1 LSM2 LUC7L3 MAD2L1 MCM2 MCM5 MEST METTL1 MKI67 MNS1 MOGS MRPL17 MRPL18 MRPL2 MRPL37 MRPS10 MRPS22 MRPS36 MRTO4 MSMO1 MTHFD2 MTMR9 MTX2 NBN NCBP2 NDUFAF4 NDUFS5 NDUFS6 NOCT NOP2 NUDT1 NUP85 NVL OLA1 ORC6 PAFAH1B2 PDAP1 PDCD2 PDIA4 PDS5B PGAM1 PIGF PLK4 PLP2 POLB POLD3 POLR1A POLR2F POLR2L POLR3D POLR3K POMP PPA1 PREP PRIM2 PSMD12 PSPH PTGER4 RAD50 RAD51AP1 RBM10 RBPJ RCC1 RCN2 RFC2 RFC4 RFC5 RHOT1 RIOX2 RNASEH2B RPA3 RPF2 RPL7L1 RPN1 RRM1 RRP1B RRP9 SAAL1 SERPINB9 SIVA1 SLC19A1 SOD2 SPR SRM SYNGR2 TACC3 TAF11 TAMM41 TGDS THAP7 TIMM8A TIMM9 TMEM97 TNF TNFRSF9 TOP2A TPD52L2 TPI1 TRIM37 TRIP13 TSPAN31 TUBG1 WDR43 WDR77 XCL1 XPNPEP1 XPOT ZDHHC16 ZPR1 GSE15930_NAIVE_VS_24H_IN_VITRO_STIM_INFAB_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15930_NAIVE_VS_24H_IN_VITRO_STIM_INFAB_CD8_TCELL_UP ABCD1 ABCG1 ACOT8 ACTR1B ACVRL1 ADGRG3 ADGRL1 ADRB2 AGXT AKAP7 AKIRIN1 APOBEC1 APP ARF3 ARFGAP3 ARHGEF25 ARID3B ASGR2 ATP9A B4GALT1 BCL2 BCL6 BLOC1S1 BRAP BRWD3 BSDC1 BTC CA2 CANT1 CCDC152 CCKBR CD1D CD79B CEL CELA2A CFH CLIP2 CLTB CNTRL COL6A2 COLQ COQ10A CTNNAL1 CXCR4 CYP2E1 CYP3A43 CYTH3 DENND2B DIAPH1 DLGAP4 DLX1 DNAJB4 EEF1A2 EIF4H ELMOD3 EXOC7 EYA2 F2RL1 F3 F9 FBXO6 FBXW4 FGD3 FOXK1 FRMD8 GABBR1 GBF1 GNG3 GREM2 GRIA3 GRINA GUCA1A HCFC1R1 HCRT HES2 HGF HIP1R HLA-DOA HOXA3 HR HRH2 IKZF2 IL3RA INPP5K INSM1 IP6K1 JARID2 KCNH2 KIF3C KRT1 KRT7 LALBA LGALS4 LHCGR MAP1LC3A MAP2K6 MAP4K3 MAP7 MAPK8IP3 MCOLN2 MFGE8 MROH1 MSL2 MTFR1L MX1 MYH7 MYL6 MYO1F NAGA NCOA3 NECAP1 NEDD4L NQO1 NRTN OSBPL5 PAPSS2 PCSK7 PDE4B PEA15 PGLYRP1 PHF1 PHRF1 PI4K2A PKD1 PKP3 PLEKHA5 PLEKHB2 PMPCA POMC PPFIBP2 PRCC PRDM5 PSAP QSOX1 RAB17 RAB33B RAB5B RALGPS2 RANBP10 RAPGEF4 RBM4B RCVRN RECK RECQL RETREG2 REXO1 RFX2 RFXANK RGS3 RPL12 RPL22 RPL37A RPS6KA2 SEC11C SEMA4F SH3BP1 SH3GL1 SIAH1 SIT1 SLC22A1 SLC39A4 SLFN12 SNX13 SOX4 SPA17 SPATA6 SPINK4 SPPL2B SPSB1 SQOR ST3GAL1 STAT5A SUGP2 SURF4 SYNRG SYT9 TBC1D20 TCF20 TCN2 TEC TFPI2 TIMP2 TLE4 TNNC2 TRAF2 TRAPPC14 TRIM13 UBE2E3 UBXN6 UCK1 ULK2 UNC119 USF2 USP2 USP3 WBP1 WNT11 YJU2 ZBTB20 ZYG11B GSE15930_NAIVE_VS_48H_IN_VITRO_STIM_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15930_NAIVE_VS_48H_IN_VITRO_STIM_CD8_TCELL_DN ABCE1 ABCF1 ACOT9 ACP1 AHCY ALDOA ANAPC4 ANKRD40 ARL1 ARL5A ASF1A ASPM ATP5IF1 BANF1 BSG CAPG CCNC CCNF CD9 CDC123 CDC16 CDC34 CDC45 CDC6 CDK4 CENPC CLPP COA3 COPS7A COQ7 COX17 CPSF4 CUL2 DBI DDT DNAJB1 DPP3 DPY30 DRG1 DTL DTYMK DYNLL2 ECT2 EIF2B1 EIF2B5 EIF3B EIF6 ELOF1 ETF1 EXOSC10 EXOSC7 EZH2 FAM98A FARSA FASN FDX1 G6PD GARS1 GART GNPAT GPN1 GPN2 GSPT1 H2AX HAT1 HMGB2 HMGN5 HNRNPLL HSPA14 HSPA4 HSPA9 HSPD1 HTATIP2 IFRD2 IPO11 ITPA KIF11 KIF22 KPNA2 LITAF LONP1 LRRC59 LSM2 LSM3 MAD2L1 MANF MARCKSL1 MCM10 MCM7 METAP1 MRPL11 MRPL12 MRPL13 MRPL27 MRPL35 MRPL51 MRPS12 MRPS25 MRPS33 MTCH2 MTERF2 MTHFD2 NANS NASP NCAPH NCAPH2 NDUFA8 NDUFAF1 NDUFB7 NOP16 NUBP1 NUP62 NUP93 NUTF2 OGT OXCT1 PABPC4 PDAP1 PDCL3 PDIA6 PEBP1 PFKL PGD PGK1 PGRMC1 PHF23 PHF5A PIGF PKM PLRG1 POLD1 POLD2 PPP1R7 PRC1 PRDX1 PRDX2 PRDX3 PRDX4 PRELID1 PRPF31 PSAT1 PSMA1 PSMA4 PSMA5 PSMA7 PSMB7 PSMC1 PSMD1 PSMD5 PSMD7 PSMG1 RAB1A RBMXL1 REEP5 REX1BD RNPS1 RRM1 RRM2 RSPH3 RUVBL2 S100PBP SAR1B SEC13 SEC23B SELENOH SFXN1 SKIC8 SLC25A17 SMC2 SMN1 SNRNP40 SS18L2 SSBP1 SSNA1 SSR2 STMN1 STOML2 TARDBP TFDP1 THUMPD3 TIMM13 TIMM8B TMEM208 TMPO TNPO3 TOPBP1 TRIM59 TTK UBAC1 UBE2M UBE2S UBE2T UBFD1 UQCC2 UQCR11 VPS26C XPO1 YBX3 ZNHIT1 ZRANB2 GSE15930_NAIVE_VS_48H_IN_VITRO_STIM_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15930_NAIVE_VS_48H_IN_VITRO_STIM_CD8_TCELL_UP ABCA1 ABCC5 ABCG1 ACKR3 ACSM2A ADCY6 ADGRL1 AGRN AKIRIN1 AKR1B1 AKR1C4 ALPL ANKS3 AP1B1 APP AQP1 ARSA ASB6 AUH AXIN1 BCL3 BDKRB1 BLCAP BNC1 BPIFA2 BRAP BRWD3 BSDC1 C22orf39 CA2 CACNA1C CAMK2B CANT1 CASQ1 CCNB1IP1 CD14 CD7 CHRNE CLCN7 CLEC4F CLTB CNGA2 CNTN3 COL11A1 COL14A1 COQ10A CTNNAL1 CTNNBIP1 CWC22 CXCL12 CXCR2 DAO DDA1 DENND2B DIAPH1 DIAPH2 DKK3 DNTT DTX1 EBF2 EEF1A2 EFNB2 ELF4 ENPP1 ERCC2 F7 FAM241A FLG FOLR2 FOS FRAT1 GABBR1 GALNT10 GATA1 GBF1 GCSAM GML GNGT2 GPX2 GREM2 GRIK1 GRINA GSTM1 GZMA HBB HIPK2 HLA-DOB HOMER2 HSPA1A ICMT IDUA IGFBP4 IL27RA IRF7 IRF9 IRS2 ITGAE ITPK1 JARID2 JUN KCNAB1 KCNQ1 KIAA0319L KIF3C KIT KLF2 LDAF1 LENG8 MAP4K3 MAPK8IP3 METTL17 MFGE8 MME MMP12 MOS MSL2 MTMR10 MX2 MYO5B NAP1L2 NEDD4L NEUROD6 NGEF NMUR1 NOTCH3 NQO1 NR1D2 NREP NTRK3 PACS1 PAK4 PCSK6 PDE1B PDE4B PEA15 PHC1 PHF1 PI4K2A PKD1 PLCD1 PLEKHA5 PNOC POLG2 PPARGC1A PRMT5 PRXL2A PSAP RAB33B RAB3A RBM4B RETN RFLNB RO60 RPS6KA2 S100A14 S100A3 SDF4 SEMA4F SH3GL1 SH3GL2 SIAH1 SLC12A7 SLC27A1 SLC39A4 SLC7A11 SLCO3A1 SOCS3 SOCS5 SORL1 SOX2 SPPL2B SRXN1 ST6GALNAC3 STAT5A STOM TANC1 TCF20 TGFB3 TLE4 TLN1 TLR7 TMED8 TMEM266 TNFAIP3 TNNC2 TPT1 TRAFD1 TRIM13 TUBB4A ULK2 USP18 USP2 VPS37B WT1 ZBTB20 ZNF600 ZPBP ZRANB1 GSE15930_NAIVE_VS_48H_IN_VITRO_STIM_IFNAB_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15930_NAIVE_VS_48H_IN_VITRO_STIM_IFNAB_CD8_TCELL_DN ABCF1 ACP1 ADPRM AK2 ALAS1 ALDH18A1 ANKRD40 ARL3 ARL5A ATP5IF1 AURKA B3GNT2 BCAT1 BLMH BSG BUB1 CCNC CCNE2 CCT3 CDC34 CDC6 CDCA4 CDK4 CEBPZOS CENPC CFAP20 CHEK1 CISD1 CKAP2 CLCN3 CLPP COQ7 COX17 CPSF4 CUL2 DBI DCK DDX1 DNPH1 DPP3 DPY30 DRG1 DTD2 DUS1L EBP EDEM3 EEF1AKMT1 EFTUD2 EIF2B5 EIF6 ELOF1 ENOPH1 ERG28 ETF1 EXO1 EXOSC10 EXOSC7 EZH2 FARSA FDX1 FH FUBP1 FXN G6PD GABARAPL1 GARS1 GART GCSH GTF2H4 GUSB HAX1 HCFC1 HDDC2 HMGCR HMGN5 HNRNPLL IARS1 IFRD2 IRF4 ITPA KIF22 KPNA3 LARP1 LARS1 LMAN1 LSM2 LUC7L3 MARCKSL1 MARS1 MAT2A MCM7 MDFIC METAP1 MRPL11 MRPL12 MRPL13 MRPL17 MRPL20 MRPL35 MRPL36 MRPL38 MRPL44 MRPS11 MRPS12 MRPS18B MRPS2 MRPS31 MRPS33 MRPS7 MTCH2 MTERF2 MTHFD2 MYC NAA35 NCAPH NCAPH2 NDUFA8 NDUFAF1 NDUFB7 NDUFB8 NDUFS5 NUP50 NUP93 NUTF2 OGT ORC6 PABPC4 PCK2 PCYOX1 PDCD2 PDIA6 PEBP1 PFKL PGD PGM1 PHTF2 PITPNB PLRG1 PLSCR1 PMPCB PMS2 POLR3K PPP1R7 PRDX2 PRELID1 PRPF31 PSMC1 PSMD5 PSMD7 PSMG1 PTCD2 PTGER2 RAD23B RER1 RNFT1 RPN1 RPRD1B RRM2 RRP1B RSL24D1 RSPH3 RUVBL2 SEC23B SEPTIN2 SF3A1 SKIC8 SLC25A17 SMC2 SNRPA SNRPC SQLE SS18L2 SSNA1 SSR2 STOML2 TARDBP TARS1 TBRG4 TFAM TIMM13 TIMM8B TIPIN TMEM208 TMEM97 TNFRSF4 TOMM40 TRIP13 TSPAN31 U2SURP UBE2M UBE2S UGDH UNC119B UQCC2 USP39 VCL VEGFA YARS1 ZNHIT1 ZSWIM1 GSE15930_NAIVE_VS_48H_IN_VITRO_STIM_IFNAB_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15930_NAIVE_VS_48H_IN_VITRO_STIM_IFNAB_CD8_TCELL_UP ABCC5 ABCG1 ADRB2 AKIRIN1 ANKH AP1B1 APOBEC1 APP ARHGEF25 ARMCX2 ARSA B4GALT1 BCL3 BDKRB1 BLOC1S1 BMP6 BPIFA2 BRAP BSDC1 C19orf12 C19orf48P CA2 CACNA1C CAMK2B CANT1 CAT CCDC93 CCKBR CCR9 CD1D CD276 CDCP1 CLDN6 CLPS CLTB CNGA2 COQ10A CUX1 CWC22 CYP3A43 DAO DCT DENND2B DNAJB4 EFNB2 EIF4H EPS15L1 ERCC2 F2RL1 F9 FBXW4 FGD3 FGF7 FLG FLT3LG FOS FOSL2 FRAT1 FRMD8 GABBR1 GALNT10 GCG GCSAM GNA11 GPX2 GREM2 GRIA3 GZMA HCN3 HINT2 HLA-DOA HNF1A IKZF2 IL27RA ING4 INPP5K ITGB3 ITPK1 JARID2 JUN KCNH1 KCNQ1 KIAA0319L KIF3C KIT KLF2 KRT1 LHCGR LMO2 LTBP1 MAL MAP1LC3A MAP4K3 MAP7 MATK MCOLN2 METTL8 MFGE8 MKNK1 MMP15 MOS MPP3 MSL2 MUC13 MYORG MZF1 NAGA NAP1L2 NEDD4L NGEF NMU NOTCH3 NQO1 NR1D2 NRIP1 NRTN NSG2 NTRK3 PAK4 PDE1B PEA15 PHC1 PHF1 PHRF1 PI4K2A PKD1 PLAUR PLEKHA5 PLTP PMPCA POLG2 PSAP QSOX1 RAB33B RALGPS2 RANBP10 RAPGEF4 RBM4B RETREG2 RFX2 RNF123 RPL12 RPS15A RPS27 RPS6KA2 RPS6KB2 S1PR1 SDC3 SEMA4A SERPINB4 SGPL1 SH3BP1 SH3GL1 SIAE SIAH1 SLC11A2 SLC12A7 SLC39A4 SLC6A12 SLC7A11 SLCO3A1 SORL1 SOX11 SOX4 SPATA6 ST3GAL1 STAT5A STK24 STX2 SUMO2P7 SVIL SYNRG TANC1 TBX2 TCF7 TEC TGFB3 TGIF2 TIMP2 TMED8 TMEM191C TPT1 TRAF2 TRIM13 UBAP1 ULK2 USP2 USP3 VIP VIPR1 WBP1 WT1 ZBTB16 ZBTB20 ZFHX3 ZFP57 ZNF292 ZYG11B GSE15930_NAIVE_VS_48H_IN_VITRO_STIM_IL12_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15930_NAIVE_VS_48H_IN_VITRO_STIM_IL12_CD8_TCELL_DN AGPAT3 AHCY AIMP2 ALAS1 ALCAM ALDOA ALKBH5 APBA3 ARL1 ARL3 ATP5IF1 BCAT1 BLVRA BNIP1 BSG BUB1 C1orf174 CAPG CCNC CCND3 CCNG1 CCT6A CDC16 CDC6 CDC7 CDCA4 CDK2 CDS2 CENPC CFAP20 CINP CLCN3 CLIC4 COA3 COPS5 COPS7A COQ7 CPOX CRABP2 CTPS1 CUL2 DDT DDX1 DESI1 DNMT1 DPP3 DPY30 DRG1 DTL ECPAS ECT2 EFTUD2 EIF2B5 ERG28 ETF1 EXO1 EXOSC7 FAM98A FARSA FASLG FOXK2 FUBP1 FXN GABARAPL1 GCSH GK GNPAT GPD2 GPN2 GTF2E2 GUSB HDLBP HMGCR HMGCS1 HNRNPLL HOPX HPF1 HTATIP2 IFRD2 IPO11 IPO7 IRF4 ITPA KPNA2 KPNA3 LACTB2 LAMTOR5 LGALS1 LIG1 LMAN1 LMNB1 LONP1 LSM1 LSM2 MAD2L1 MARCKSL1 MCM7 MDFIC MESD MOGS MRE11 MRPL11 MRPL15 MRPL36 MRPL44 MRPS10 MRPS7 MT1E MTCH2 MTHFD2 MTMR9 MTX2 MZT2B NASP NCAPH NCBP2 NDFIP2 NDUFA8 NDUFS5 NEK2 NELFCD NELFE NHP2 NOP16 NUP62 NUP85 NUP93 NUSAP1 PCYT2 PDAP1 PDIA6 PFKL PGM1 PGRMC1 PHB1 PHTF2 PIGF PLPBP PLRG1 PLSCR1 PMM1 PMPCB POLA1 POLD2 POLR2I PPA1 PPP1R7 PRDX2 PRDX4 PRELID1 PSMA1 PSMB5 PSMD1 RBM10 RBMXL1 RER1 RNFT1 RPF2 RRM1 RRM2 RUVBL2 S100A6 SAR1B SEC23B SELENOH SH3BGRL SIVA1 SKIC8 SLC25A17 SLC30A4 SMC2 SNRNP40 SQLE SSBP1 SSNA1 SSR2 TAF11 TARDBP TARS1 TFDP1 THOP1 TIMM13 TIMM17B TIMM8A TIPIN TMEM223 TOMM40 TRIM41 TTK UBE2L3 UBE2M UBE2S UQCR11 UXS1 VPS29 VRK1 XPOT ZNHIT1 ZRANB2 ZW10 GSE15930_NAIVE_VS_48H_IN_VITRO_STIM_IL12_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15930_NAIVE_VS_48H_IN_VITRO_STIM_IL12_CD8_TCELL_UP ABCA2 ABCC5 ABCD1 ABCG1 ACKR3 ADCY6 ADGRL1 ADORA1 ADRB2 ALAS2 AP1B1 ARID3B ATP9A B4GALT1 BLOC1S1 BMP6 BPIFA2 BRAP BRWD3 BSDC1 BTRC CACNA1C CAMK2B CANT1 CASQ1 CCNDBP1 CD14 CD1D CD79B CFH CHKA CLPS CLTB CMPK2 COL6A2 COLQ CUX1 CWC22 DAO DENND2B DIAPH1 DNAJB4 DPYSL3 DTX1 DVL1 EEF1A2 EFNB2 ELF4 EPHB2 ERCC2 F2RL1 FBXW4 FGF7 FLG FLT3LG FOSL2 FRAT1 FRMD8 GABBR1 GALNT10 GCG GCSAM GGPS1 GJA3 GNA11 GP1BB GRIK1 GRINA GSTM1 GUCY2D GZMA HAO2 HINT2 HIPK2 HLA-DOA HOXA11 HR ICMT IFI27 IFIH1 IKZF2 IL16 IL27RA IL6R ING4 INPP5K INSM1 IP6K1 IRF9 ITGB3 KCNQ1 KIAA0319L KLC4 KLF2 KLHL21 KRT1 KRT5 LAPTM4B LDB3 LIPA LMX1B LTBP1 LYST MAL MAP1LC3A MAP4 MAP4K3 MAPK8IP3 MBTD1 METTL17 METTL8 MFGE8 MOV10 MROH1 MSL2 MYORG NEDD4L NMUR1 NR1D2 NREP NRTN NTRK3 OSBPL5 P2RY2 P3H3 PAK4 PBX2 PCDHA10 PDE1B PDE4B PEA15 PHC1 PHF1 PHRF1 PI4K2A PIP5K1A PLEKHA5 PRKCD PSAP QSOX1 RAB33B RAB5B RAE1 RAPGEF4 RASAL1 RBM4B RCVRN RECK RERE RETN RETREG2 RFX2 RFXANK RGS3 RPL12 RPL32 RPS15A RPS27 SCAF8 SCMH1 SDC3 SEC11C SH3GL1 SIAH1 SLC22A1 SLC27A1 SLC39A4 SLC4A2 SLC7A11 SLCO3A1 SNX17 SOX4 SPATA6 SPINK4 ST3GAL1 STAT5A STK24 STX2 SUMO2P7 TANC1 TBC1D20 TBR1 TCF7 TCN2 TLE4 TNNC2 TPT1 TRAPPC14 TRIM13 ULK2 UROS USP2 USP25 VIPR1 VPS51 ZBTB20 ZNF292 ZRANB1 ZYG11B GSE15930_NAIVE_VS_72H_IN_VITRO_STIM_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15930_NAIVE_VS_72H_IN_VITRO_STIM_CD8_TCELL_DN ACAD9 ACBD6 ACOT7 ACOT8 ADSS1 AHNAK AK3 ANLN ANXA2 ARL14EP AURKA BCL2A1 BIRC5 BLMH BRCA1 BUB1 CAPG CCDC6 CCNB2 CCR5 CD200 CD79B CDC20 CDK1 CDKN2AIPNL CENPA CENPK CHCHD10 CISD1 CKAP2 CKAP5 CKS1B CMPK2 CNPY2 COMT CRCP CRTAP CSNK2A2 CTLA4 CYB5B CYP51A1 CYTH3 DCAF12 DCK DDIT4 DDX52 DECR1 DESI1 DHCR7 DNMT1 DTD2 EBP ECPAS ELMOD3 ELOF1 EMC8 EZH2 F2RL1 FAM162A FBXO6 FDFT1 FDPS FKBP2 GALK1 GLRX GMNN GTF2H4 GZMB H2AB2 HASPIN HCFC1R1 HDHD2 HIP1R HK2 HLA-DOA HMBS HMGCR HOPX HPF1 HSDL2 HTATIP2 IDI1 IFI30 IFT27 IL10RB IL16 IL18R1 IL3RA KIF23 KIF4A KLRK1 LCLAT1 LGALS1 LGALS3 LMNB1 LUC7L3 LXN MAD2L1 MCOLN2 MEST METTL26 MFN1 MGST3 MKI67 MLLT3 MNS1 MRPL18 MRPS22 MRPS36 MSMO1 MT2A MTERF2 NAGLU NBN NCAPH NCBP2 NDFIP2 NDUFS5 NDUFS6 NOCT NSMAF NUSAP1 NVL OAZ2 PAFAH1B3 PCLAF PCYT2 PDCD2 PDIA4 PDS5B PDZD11 PGAM1 PGLYRP1 PLEKHB2 PLK4 PLP2 PMM1 POLB POLR3K POMP PREP PRIM2 PRKACA PSMD12 PTGR1 RACGAP1 RAD50 RBL1 RBM10 RBPJ RC3H2 RCN2 RFC2 RFC4 RFC5 RIDA RIOX2 RNASEH2B RNF14 RNH1 RPA3 RPN1 RSPH3 S100A6 SAAL1 SH3BGRL SIVA1 SKAP2 SLC37A4 SMPD1 SNRNP25 SQLE STMN1 TACC3 TAF11 TAMM41 TGDS TIMM9 TMEM229B TMEM97 TMPO TNFAIP8L1 TNFRSF9 TOP2A TPI1 TRAK1 TRIM37 TRIM41 TSPAN31 TTC33 TUBG1 TXNDC12 UGDH UNC119 UNC119B XCL1 XDH YBX3 YY1 ZDHHC16 GSE15930_NAIVE_VS_72H_IN_VITRO_STIM_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15930_NAIVE_VS_72H_IN_VITRO_STIM_CD8_TCELL_UP ABCG1 ACTR1B ACVR2A ADGRG3 ADGRL1 ADORA1 ADRB2 AGRN AKAP7 AKIRIN1 ALKBH5 ALOX12 AMACR APC APOBEC2 APP ARID3B ASGR2 ATP9A BMP2K BMP6 BPNT1 BRWD3 BSDC1 BTC C19orf48P CA2 CALR CANT1 CCDC152 CCK CCKBR CCR9 CD1D CDS2 CEL CELA2A CFH CLTB CNTRL COL6A2 CPXM2 CRY2 CSF2 CTNNAL1 CYB5R1 CYP3A43 DDA1 DDX41 DENND2B DLX1 DNAJA2 DNAJB4 DNAJC11 DTX1 DUSP12 DVL1 E2F5 EEF1A2 EIF4H ERCC2 F3 F9 FABP7 FGD3 FRAT1 GABRR2 GALNT10 GBF1 GDAP2 GGPS1 GREM2 GRIA3 GZMA HAO2 HBEGF HES2 HGF HOXA3 HR HSPA1B HYOU1 IDH3A INSM1 JMJD6 KITLG KLF4 KLHL21 KRT7 LALBA LHCGR LTBP1 LUC7L MAP1LC3A MAP3K3 MAP4K3 MAPK8IP3 MEOX2 METTL1 MIP MSL2 MTFR1L MX1 MYH7 MYL6 MYOM2 N4BP1 NCOA3 NDUFAF4 NECAP1 NEDD4L NEURL4 NFE2L1 NFIX NMU NQO1 NR1D2 NR2C1 NRTN PAPSS2 PCSK7 PGK2 PHF1 PHRF1 PI4K2A PKD1 POLG2 POLR1A POLR3D POMC PPFIBP2 PRCC PRDM5 PRPSAP2 RAB17 RAB33B RAE1 RANBP10 RASGRF2 RBM4B RCVRN RETREG2 REXO1 RPL12 RPL37A RPS6KA2 RRP9 SARS2 SEC11C SF3A2 SGPL1 SH2B3 SIAH1 SLC22A1 SLC25A25 SLC25A51 SLC30A1 SLC39A4 SLC6A8 SLC7A11 SLFN12 SOWAHC SOX4 SPINK4 SPPL2B SPR SPRYD7 SPSB1 ST7 STAT5A STK40 STRN4 SUB1 SUMO2P7 SURF4 TAF1A TCEA2 TCF20 TFPI2 TGIF2 TGM2 TIMP2 TLR7 TLX2 TMEFF1 TNF TRAF2 TRAK2 TRIB3 TRIM13 TSSK2 TULP3 UBE2E3 USF2 USP2 USP21 WDR43 ZDHHC5 ZKSCAN1 ZPR1 GSE15930_NAIVE_VS_72H_IN_VITRO_STIM_IFNAB_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15930_NAIVE_VS_72H_IN_VITRO_STIM_IFNAB_CD8_TCELL_DN ACAD9 ACOT7 ADSS1 ALDH18A1 ANLN ANXA2 APBA3 ARL14EP ARL2 BCL2A1 BHLHE40 BIRC5 BLMH BRCA1 BUB1 CAPG CARM1 CARS1 CCDC6 CCR5 CD200 CDC20 CDK1 CDKN2AIPNL CENPK CFAP418 CHCHD10 CHEK1 CISD1 CKAP2 CKAP5 CKS1B CLIC4 CMPK2 CNPY2 CNTRL COMT CRCP CRTAP CSNK2A2 CTPS1 CYB5B CYP51A1 CYTH3 DCK DDIT4 DDX1 DDX52 DECR1 DESI1 DHCR7 DNMT1 DTD2 ECPAS EIF2AK2 ELMOD3 EMC8 ESF1 EZH2 FAM162A FDFT1 FDPS FKBP2 GALK1 GFM1 GLRX GMNN GTF2E2 GTF2H4 GZMB HASPIN HAUS4 HAX1 HDHD2 HIP1R HK2 HMBS HPF1 HRAS HSDL2 IARS1 IDI1 IFI30 IFITM3 IL10RA IL10RB IL3RA JMJD6 KIF23 KIF4A KLHL7 KLRK1 LGALS3 LIG1 LMNB1 LXN MAD2L1 MAEA MCM2 MCM5 MCOLN2 MFN1 MKI67 MLLT3 MRPL17 MRPL18 MRPL45 MRPS22 MRPS36 MRTO4 MSMO1 MT1E MT2A MTERF2 MTHFD2 MTMR9 MTX2 MX1 NBN NCAPH NDUFS5 NDUFS6 NDUFV1 NOCT NUSAP1 NVL OLA1 PAFAH1B3 PCLAF PDCD2 PDIA4 PDS5B PGAM1 PGM1 PLK4 PLP2 POLR3K POMP PREP PRIM2 PSAT1 PSMD12 PSPH PTGR1 RAD50 RAD51AP1 RBM10 RBPJ RCC1 RCN2 REXO5 RFC2 RFC4 RFC5 RHOQ RIOX2 RNASEH2B RNF14 RNH1 RPA3 RPN1 S100A6 SAAL1 SAP30 SERPINB9 SH3BGRL SIVA1 SKAP2 SLC2A1 SLC37A4 SMPD1 SNRNP25 SPAG5 SPAG7 STK39 SYCE2 SYNGR2 TACC3 TAMM41 TG TGDS TIMM9 TMEM97 TNFRSF9 TOP2A TPD52L2 TPI1 TRAFD1 TRIB3 TRIM37 TSPAN31 TUBG1 UNC119 UNC119B VEGFA XCL1 XDH XPNPEP1 XPOT ZDHHC16 GSE15930_NAIVE_VS_72H_IN_VITRO_STIM_IFNAB_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15930_NAIVE_VS_72H_IN_VITRO_STIM_IFNAB_CD8_TCELL_UP ABCG1 ACKR3 ACTR1B ADGRG3 ADGRL1 ADRB2 AKAP7 AKIRIN1 AP1B1 APC APOBEC2 APP ARHGEF7 ARID3B ASGR2 ATP9A AZI2 BLCAP BMP6 BPNT1 BRWD3 BSDC1 BTC C19orf48P CA2 CALR CANT1 CCDC152 CCKBR CCR9 CD1D CD79B CEL CELA2A CFH CHMP1B CLTB COL6A2 COQ10A CREG1 CRY2 CTNNAL1 CWC22 CYP2E1 CYP3A43 DDA1 DFFA DLX1 DNAJA2 DNAJB4 DUSP12 DVL1 EIF4H EML5 EPHB2 ERCC2 EYA2 F9 FABP7 FBXW4 FGD3 FRAT1 GABRR2 GADD45G GBF1 GREM2 GRIA3 HAO2 HCRT HES2 HGF HOXA3 HR HRH2 HYOU1 ICAM2 IGFBP1 INSM1 JARID2 KITLG KLHL21 KRT1 KRT7 LALBA LHCGR LMX1B MAP1LC3A MAP3K3 MAP4K3 MEST METTL1 MIP MPL MSL2 MTFR1L MTREX MYH7 MYL6 MYOM2 NCOA3 NDUFAF4 NECAP1 NEDD4L NEURL4 NFIX NR1D2 NRTN PAPSS2 PCSK7 PEA15 PHF1 PHRF1 PI4K2A PITPNA PKD1 PMPCA POLG2 POLR3D POMC PPFIBP2 PRCC PSAP RAB17 RAB33B RAD9A RAE1 RALGPS2 RANBP10 RAPGEF4 RBM4B RCVRN RECQL RETREG2 REXO1 RFLNB RFX2 RPL12 RPL37A RPS6KA2 RRP9 SCMH1 SEC11C SEMA4F SF3A2 SH2B3 SH3GL1 SIAH1 SLC22A1 SLC25A25 SLC25A51 SLC39A4 SLC6A8 SLFN12 SNX17 SOX11 SOX4 SPINK4 SPPL2B SPR SPRYD4 SPSB1 ST3GAL1 STAT5A STK40 STRN4 SUB1 SUMO2P7 SURF4 SVIL SYT9 TCEA2 TCF20 TCN2 TFPI2 TGIF2 THYN1 TIMP2 TLE4 TMEM115 TMEM183A TMEM268 TNF TNNI2 TRAF2 TRIM13 TSG101 TSSK2 UBE2E3 UCK1 USF2 USP2 USP21 USP34 VIP WBP1 YJU2 ZBTB20 ZDHHC5 ZKSCAN1 ZYG11B GSE15930_NAIVE_VS_72H_IN_VITRO_STIM_IL12_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15930_NAIVE_VS_72H_IN_VITRO_STIM_IL12_CD8_TCELL_DN ABCD3 ACOT7 ACVRL1 ADORA2A ADSS1 AEBP2 AGL AHNAK AIMP2 ANLN ANXA2 ANXA4 AP2A2 APBA3 ARFGAP3 ARL2 ATF5 ATF6 BCL2A1 BHLHE40 BIRC5 BLMH BST1 CAPG CARS1 CCDC6 CCR5 CD160 CD200 CD93 CDKN2AIPNL CENPK CHCHD10 CISD1 CKAP5 CKB CKS1B CLIC4 CNPY2 COMT CRCP CRTAP CSNK2A2 CTLA4 CYB5B CYP51A1 DCK DDIT4 DDX52 DECR1 DHCR7 DTD2 ECPAS ELMOD3 ENOPH1 FAM162A FASLG FBXO6 FDFT1 FDPS FKBP2 GADD45G GALK1 GBE1 GGH GLRX GPR65 GTF2E2 GZMB H2AB2 HASPIN HAX1 HCFC1R1 HDHD2 HERPUD1 HIP1R HK2 HMBS HMGCR HOPX HRAS IARS1 IDI1 IFI30 IFNG IL12RB2 IL18R1 IL2RA IL3RA IRF8 JMJD6 KIT KLRK1 LDAF1 LGALS1 LGALS3 LXN MAD2L1 MAEA MAP3K8 MAPKAPK2 MEST MFN1 MKI67 MLLT3 MRPL17 MRPL18 MRPL45 MRPS22 MRPS36 MSMO1 MT1E MT2A MTHFD2 MVD NBN NDRG1 NOCT NUSAP1 NVL OLA1 PAFAH1B3 PCYT2 PDIA4 PDZD11 PGAM1 PGLYRP1 PGM1 PLA2G12A PLEKHB2 PLP2 PMM1 POLB POMP PRDX4 PREP PRIM2 PRKACA PSMD12 PTGR1 RAD50 RB1 RBPJ RCAN1 RCN2 REXO5 RFC2 RFC4 RFC5 RHOQ RIOX2 RNASEH2B RNF14 RNH1 RSPH3 S100A6 SAAL1 SAP30 SCD SEMA4F SERPINB9 SIVA1 SKAP2 SLC2A1 SLC2A3 SLC30A4 SLC37A4 SMPD1 SNRNP25 SOX1 SPAG7 SQLE STK39 SULT2B1 SYCE2 TACC3 TAMM41 TG TGDS THAP7 TIMM9 TMEM97 TNFRSF9 TOP2A TPD52L2 TPI1 TRIB3 TSPAN31 TUBG1 UGDH UNC119 UNC119B VEGFA XCL1 XDH XPNPEP1 XPOT YBX3 YJU2 ZDHHC16 GSE15930_NAIVE_VS_72H_IN_VITRO_STIM_IL12_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15930_NAIVE_VS_72H_IN_VITRO_STIM_IL12_CD8_TCELL_UP ABCG1 ACKR3 ACTR1B ADGRG3 ADGRL1 ADORA1 ADRB2 AKAP7 AKIRIN1 AMMECR1L AP1B1 APOBEC1 APOBEC2 APP ARF3 ARID3B ASGR2 ATP9A AZI2 BLTP2 BPNT1 BRWD3 BSDC1 BTC C19orf48P C5AR1 CA2 CANT1 CCDC152 CCR9 CD1D CD79B CEL CFI CHMP3 CHPF CLTB COL6A2 CREG1 CTNNAL1 CWC22 CYP3A43 DALRD3 DAO DDX24 DDX41 DENND2B DFFA DIAPH2 DNAJA2 DNAJB4 DNAJC11 DUSP12 DVL1 E2F5 EIF2AK2 EML5 ERCC2 FGD3 FOSB FRAT1 GABBR1 GBF1 GGPS1 GIT1 GREM2 GRIA3 GZMA HAO2 HGF HOXA3 HYOU1 ICAM2 IDH3A IMPA1 INSM1 KAT2A KERA KLF2 KLF4 KLHL21 KRT7 LALBA LHCGR LMX1B MAP1LC3A MAP3K3 MAP4K3 MBD4 MCOLN2 MEOX2 METTL1 METTL18 MOV10 MSL2 MTFR1L MTREX MX1 MYL6 MYOM2 N4BP1 NCOA3 NDUFAF4 NECAP1 NEDD4L NFIX NFYC NOTCH3 NQO1 NR1D2 NRTN PAPSS2 PCSK7 PGK2 PHB1 PHF1 PI4K2A PITPNA PKD1 PMPCA PNPO POLR1A POLR3D POU2AF1 PPP6R3 PRCC PRPSAP2 PSAP PWP1 RAB17 RAB33B RAE1 RALGPS2 RBM4B RCVRN RECK RECQL RETREG2 REXO1 RFLNB RPL12 RPL37A RPS6KA2 RRP9 SARS2 SCMH1 SEC11C SERPINI1 SF3A2 SH2B3 SH3GL1 SIAH1 SIN3A SLC10A3 SLC22A1 SLC25A25 SLC25A51 SLC39A4 SLC7A6 SLFN12 SMARCD1 SOX4 SPINK4 SPPL2B SPR SPRTN SPRYD4 SPSB1 STAT5A STRN4 SUB1 SUGP2 SYT9 TCEA2 TCF20 TCN2 TIMP2 TLE4 TLR7 TMEM115 TNNC2 TNNI2 TOMM34 TOR1AIP2 TRAF2 TRAFD1 TYSND1 UBE2E3 UCK1 ULK2 USP2 USP21 VIP WBP1 WDR43 WNT7B ZBTB20 ZKSCAN1 ZNF326 ZPR1 GSE15930_NAIVE_VS_72H_IN_VITRO_STIM_TRICHOSTATINA_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15930_NAIVE_VS_72H_IN_VITRO_STIM_TRICHOSTATINA_CD8_TCELL_DN ACAD9 ACOT7 AIMP2 ANXA2 ARL2 ARMC1 BCL2A1 BIRC5 BLMH BRCA1 BUB1 CAD CARM1 CARS1 CCR5 CDC20 CDK1 CDKN2AIPNL CENPK CFAP418 CHAF1B CHCHD10 CHERP CINP CISD1 CKAP2 CKAP5 CKB CKS1B CNPY2 COMT CRABP2 CRCP CRTAP CSNK2A2 CSRP2 CTPS1 CYB5B CYP51A1 DCK DCTPP1 DDX1 DESI1 DHCR7 DNMT1 DTD2 DYNLT2 ELOF1 EMC8 ENKD1 ENOPH1 ETFB EZH2 FAM162A FDFT1 FDPS FKBP11 FKBP2 GADD45G GALK1 GCAT GCSH GFM1 GIT1 GLRX GMNN GTF2H4 GZMB HASPIN HAT1 HAUS4 HK2 HMBS ID1 IDI1 IFI30 IFNG IFT27 IL10RA IL2RA IL3RA INCENP INO80E IRF4 IRF8 KIF23 LGALS3 LIG1 LMNB1 MAD2L1 MAEA MAPKAPK2 MARCKS MARCKSL1 MBD4 MCM2 MCM5 MEST MFN1 MGST3 MKI67 MLLT3 MNS1 MOGS MRPL17 MRPL18 MRPL2 MRPS22 MRPS36 MRTO4 MSMO1 MT1E MT2A MTX2 MZT2B NAGLU NBN NCAPH NCBP2 NDUFAF4 NDUFS5 NDUFS6 NDUFV1 NFIX NME4 NOCT NUP85 NUSAP1 OLA1 ORC6 PAFAH1B2 PCLAF PDS5B PGAM1 PHTF2 PIGF PLP2 PMM1 POLD2 POLR2F POLR2L POLR3K POMP POU2AF1 PREP PRIM2 PRKACA PSMD12 PTGER4 PTGR1 RAD50 RAD51AP1 RBPJ RCC1 RCN2 RFC2 RFC4 RFC5 RIOX2 RNASEH2B RNF14 RNH1 RPA3 RPN1 RRM1 RSPH3 S100A6 SFMBT2 SIVA1 SKAP2 SNRNP25 SUB1 SYNGR2 TACC3 TAF11 TAMM41 TGDS TIA1 TIMM9 TMEM109 TMEM97 TNF TNFRSF9 TOP2A TPI1 TRAK1 TRIM37 TSPAN31 TUBG1 UCHL1 UNC119 VCL WDR43 XCL1 XPNPEP1 XPOT ZC3HC1 ZDHHC16 ZMIZ2 GSE15930_NAIVE_VS_72H_IN_VITRO_STIM_TRICHOSTATINA_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15930_NAIVE_VS_72H_IN_VITRO_STIM_TRICHOSTATINA_CD8_TCELL_UP ABCG1 ACKR3 ACOT8 ACVR2A ADGRG3 AKAP7 AKIRIN1 ALKBH5 ANKIB1 ARSA ASGR2 ATAD2B AZI2 B4GALT1 BANP BCL6 BLOC1S1 BMP2K BPNT1 BRAP BRWD3 BSDC1 BTC C19orf48P C22orf39 CANT1 CAPN6 CCDC117 CCKBR CCR9 CD1D CD79B CFH CLK1 CLTB CMTM3 CNTRL COQ10A CPSF7 CREBBP CTNNAL1 CWC22 CXCR4 CXorf38 CYP2J2 DAO DDX24 DENND2B DIAPH1 DNAJB4 DNASE1L1 DPEP3 DVL1 E2F5 EEF2K EIF2AK2 EIF4H ERCC2 EXOC7 F3 F9 FBXW4 FGD3 FOXK1 FRAT1 GABBR1 GCSAM GDAP2 GGPS1 GGT1 GREM2 GZMA H2AC21 HCFC1R1 HERPUD1 HGF HOXA3 ICAM2 IMPACT INSM1 IRF9 KCNH1 KIAA0319L KIF3C KIT KITLG KLC4 KLF2 KLHL21 KLHL7 KRT1 LGALSL LHCGR MAP1LC3A MAPK8IP3 MCOLN2 MROH1 MSL2 MTFR1L MX1 MYL3 MYL6 MYOM2 NCOA1 NCOA3 NDFIP2 NECAP1 NEDD4L NFE2L1 NR1D2 NR2C1 OSBPL5 PADI1 PAPSS2 PCSK7 PDE4B PDIA4 PEA15 PHF1 PI4K2A PIGN PKD1 PLEKHA5 PMPCA POLG POLG2 POMC PRCC PRPSAP2 PYGM RAB17 RAB33B RAB5B RAE1 RASGRP2 RBM4B RBMS1 RC3H2 RCVRN RECK RECQL RETREG2 RPL12 RPL22 RPL37A RPS15A RPS27 S1PR1 SCAF8 SCEL SEC11C SERPINC1 SGPP1 SH2B3 SH3GL1 SIAH1 SLC25A25 SLC39A4 SLFN12 SNX13 SP4 SPINK4 SPR ST3GAL1 STAT5A SUMO2P7 SURF4 SYNRG TBC1D1 TCN2 TEC TEK THAP7 TIMP2 TLE4 TLR7 TMEM115 TMEM268 TPT1 TRAF2 TRAFD1 TRAPPC14 TSC1 UBE2E3 UBXN6 USP2 USP21 USP34 VPS37B WBP1 WNT11 WNT7B YJU2 ZBTB20 ZDHHC5 ZKSCAN1 ZNF292 ZNF622 ZPR1 ZYG11B GSE15930_STIM_VS_STIM_AND_IFNAB_24H_CD8_T_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15930_STIM_VS_STIM_AND_IFNAB_24H_CD8_T_CELL_DN APBA2 C9orf78 CA3 CAMK2D CAPZA2 CAT CBFA2T3 CCDC28B CCDC6 CCKAR CCL4 CCN1 CCND1 CD70 CDKN2D CDV3 CELF1 CFI CIDEC CLP1 CLPTM1L CMA1 COASY COL8A1 COX7A1 CREBBP CRX CSRP1 CTSC CYP2A6 DCAF13 DDX10 DEGS1 DEK DKK3 DNAJB13 DPF3 DUT DVL2 E2F5 EFNA5 EIF2B4 EMC4 ENO1 EOMES EPHB2 FAM110A FCER2 FGD1 FKBP10 FKBP5 FOLR2 FOSB FRAT1 FZD9 G0S2 GABRB1 GFRA1 GJA4 GNPTG GRPEL2 HOXB7 HPD HSPA5 HTR3A IBSP IER3 IFIT2 IFIT3 IL1A IL1R1 INMT IQGAP2 ITGAV KANSL2 KAT7 KCMF1 KCNK3 KLF12 KLF4 KPNA6 KRT6A KTN1 LAMA4 LAMA5 LCT LDAF1 LGALS9B LITAF MAPKAPK5 MAST2 MBD4 MCM5 MEST METTL7A MFNG MIF4GD MLLT1 MORC4 MRPL3 MRPS18B MRPS7 MSH3 MTHFR MXI1 MYO10 MYT1 NAA11 NAA80 NAB1 NCK2 NCOA1 NKAIN1 NRCAM NUP62 OMD OPRD1 OR6A2 P2RX6 P3H3 PCDH7 PEMT PGAM2 PHLDA2 PIP4K2C PLAU POLR3A POLR3D PON1 POU3F3 PRAF2 PRPF39 PRPF8 PRSS58 PSMC1 PSTPIP2 PTPN23 RAB5A RASA4 RAX REG3G RENBP RERE RGS4 RIOX2 RNASE3 ROBO3 RYK SAA4 SAR1A SEC22B SEC23A SEMA6C SENP6 SEPTIN10 SEPTIN4 SFTPC SIRT2 SLC20A1 SLC22A12 SLC25A28 SLC30A1 SLC35A2 SLC38A4 SLC6A6 SNX2 SON SPATA5 SRMS SRPK1 STX2 SWAP70 SYNGR2 SYT7 TALDO1 TBC1D23 TBPL1 TEKT2 TENM1 TFEB THAP7 THBS3 THOC7 TIGD5 TMEM230 TMEM30B TPBG TRHR TSFM TTF1 TULP3 TUSC2 UFD1 VAPA WNT10B XCR1 ZDHHC9 ZNF574 ZNHIT3 GSE15930_STIM_VS_STIM_AND_IFNAB_24H_CD8_T_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15930_STIM_VS_STIM_AND_IFNAB_24H_CD8_T_CELL_UP ABRACL ACVRL1 ADAMDEC1 ADAMTS1 AKIRIN2 ANKRD10 ANKZF1 ANLN APBB1IP ARAP3 ARF1 ARG1 ARL2 ARPC5L ARX ASAH1 ATF2 ATP5F1A ATP6V1B2 ATP6V1H AXIN1 B3GAT3 BAIAP2 BARX1 BMP2K BMP8A BPIFA2 BRD7 BUD31 CACNA1H CD3E CD40LG CDH13 CDON CDR2L CENPA CHPT1 CISD1 CLCNKB CLEC4D CLGN CLOCK CNN2 CNP COPE COPS3 CSTF2 CYBB DCUN1D5 DMRT1 DMRTB1 DMTF1 DNAJA1 DNAJA2 DNAJA3 DNAJB1 DNAJB2 DNAJC9 DSTN ECE1 ECPAS EEF1AKMT1 EGLN2 EMP3 F8 FBXO15 FCRLA FIP1L1 FLT3 FZD6 GABARAPL1 GABPA GALK2 GATA1 GBA2 GCDH GJA1 GJB2 GLMP GLRB GNB1 GP9 GPM6B GPN3 GRIA3 GSC GSTT2 H1-4 H2BC18 H3C7 HAX1 HCRT HMGB2 HPGD HPN HSD17B11 HTR2C IGF1 IKBKB IL1RN IL5 IL9 IMPA1 INTS8 IQGAP3 IRF2BP1 IRS2 KIF3B KIF3C KLHL21 LCAT LEPROT LGALSL LRRC58 LUC7L3 LY75 MAT2B MATN3 MATR3 MBL2 MC5R MEF2D MEOX1 METTL18 MIF MKNK1 MPHOSPH10 MRPL13 MRPS21 MRPS25 MSRB1 MTARC2 MYCBP MYO1C MYRF NCOA2 NDUFB10 NEDD8 NFE2 NFU1 NOP58 NPPC NRG3 NSMCE1 NT5DC3 NTN1 NUTF2 OGFOD2 OGT OTULINL PBX3 PCBD2 PDCD2 PGAM1 PHKG1 PKHD1 PKNOX1 PKP1 PMM2 PNKP POLR2F POLR2H POLR2J PPIH PPP6C PREB PRMT3 PRR15 PSMB1 PTP4A2 RAB4A RACK1 RASGRP2 RBBP4 RBM26 REXO5 RFK RGS19 RNF34 RP9 RPA3 RUNDC3A RUNX1T1 SAA1 SCAMP1 SCN10A SCN1A SCP2 SCX SEC11A SEMA3F SERTAD1 SGPP1 SH3BGR SHF SIGLEC1 SLC22A5 SLC22A6 TDRP TMEM245 GSE15930_STIM_VS_STIM_AND_IFNAB_48H_CD8_T_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15930_STIM_VS_STIM_AND_IFNAB_48H_CD8_T_CELL_DN ABCA1 ABCB9 ACSL1 ADAR ADCY6 ADPRM AGRN AKIRIN1 ALPL ARHGAP5 ATF4 ATP13A1 AUH B4GALNT2 BAZ1B BCL2L2 BLTP3A BRD2 BYSL C1QB CALML4 CASP4 CASP9 CCR6 CCRL2 CD244 CEBPB CLIC4 CLN3 CMPK2 CMTR1 COCH COL11A1 COPS7A COX18 CREG1 CTPS1 CXCL10 CYP3A7 CYP7B1 DAXX DDX24 DNAJA3 DNAJC5 E2F1 E2F5 EBI3 EDEM3 EIF2AK2 EIF2AK3 ELOVL2 EOMES ERCC4 ETNK1 FAF1 FAH FASLG FPGS FPR3 FURIN GATM GEMIN5 GFI1 GJA10 GMPPB GNG12 GPAA1 GPR132 GPR65 GSTA3 GTF2F2 GTPBP2 GZMB HAS2 HLA-B HLA-C HLA-DRB1 HLA-G HOMER2 HSPA1A HUS1 IFI27L2 IFI35 IFIH1 IFIT1B IFIT2 IFIT3 IFITM3 IFNG IGSF10 IL10RA IL12RB1 IL15 IL15RA IRF5 IRF7 IRF9 IRGM ISG15 ISG20 KAT2B KPNA6 KRT32 LDLR LGALS3BP LGALS9B LRBA LSS LYSMD2 MAP3K8 MARCHF5 MID2 MME MOV10 MPEG1 MTDH MTHFD2 MTHFR MTMR7 MX1 MX2 NAB1 NAMPT NAPB NCF1 NEURL4 NFKB2 NMI NOC4L NOP2 NPY1R NT5DC3 OGFR PEMT PFDN1 PGD PGS1 PHOSPHO2 PI4K2A PIM1 PLAC8 PLEKHA5 PLPP3 PML PNP POMGNT1 PPA1 PREPL PSMD1 RABGAP1L RHOB RNF11 RNF19B RSAD2 SAMHD1 SEC23B SEC61A2 SERPINB9 SERPINC1 SFXN2 SHROOM3 SKIL SLC22A2 SLC2A2 SLC7A11 SLCO3A1 SLFN12L SPATS2 SRM ST6GALNAC3 ST6GALNAC4 STAM2 STAT1 SUMO2P7 SYNGR2 SYS1 SYT1 TAF1D TAP1 TAPBP TCHH TGM2 TIMM10 TLR7 TMEM165 TOR1AIP2 TOR1B TRAF4 TRAFD1 TRIM21 UBA7 UBE2C USP18 USP25 VPS37B VPS72 ZCRB1 ZFYVE16 ZNF131 ZNFX1 GSE15930_STIM_VS_STIM_AND_IFNAB_48H_CD8_T_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15930_STIM_VS_STIM_AND_IFNAB_48H_CD8_T_CELL_UP AAMP ACOT9 ACP6 ADD1 AKT2 ANXA5 APCDD1 ARHGDIB ARL2BP ARMCX2 ARPC3 ASF1B BRK1 BTBD1 BTK BUB3 BUD31 C12orf57 C19orf12 CACUL1 CAPG CASP6 CASP7 CAVIN3 CCDC28B CD9 CDADC1 CDCA8 CDK2 CDKN1B CMTM3 CNN2 COX7A2L CSDE1 CSNK1G2 CSTB CTC1 CTDSP2 CTSA CTSD DAP DDX19B DGKA DIAPH3 DLGAP5 DOK2 DYNLRB1 EIF3K ENG ENTREP3 EPCAM EPHX1 EXOC7 FAM107B FAM50A FERMT2 FOXC1 FRAT1 FRMD8 FXYD5 GAD2 GCSAM GIMAP4 GLIPR2 GMFG GNA15 GPSM3 HCLS1 HDAC5 HLA-DMA HMCES HMOX2 HNRNPH3 HNRNPM HPCAL1 HSD17B10 HSD17B4 ID3 IL17RA IL1RAP INCENP INPP5K INTS9 ITGB7 ITM2A KCNJ8 KDELR1 KIF11 KIF20A KLF2 KLK8 KLKB1 LAPTM5 LMNB1 LSP1 LTB MAP1LC3B MAP4K2 MCM2 MCM5 MCOLN2 METTL8 MGST2 MPRIP MTCH1 MTTP MXD3 MYB NAA38 NAP1L1 NCOA5 NHERF1 NOP53 NRGN NRP1 NSMCE1 NUCB1 NUDT14 NUDT16L1 OAZ2 OCEL1 ORC2 OXCT1 PCLO PDCL3 PDLIM1 PDRG1 PEX6 PHTF1 PIGX PIK3R1 PIP4K2A PJA1 PLD3 PLS3 PLXND1 POLD4 POMP PPDPF PQBP1 PRKACB PROS1 QSOX1 RAC2 RAD51AP1 RAMAC RASA3 RASSF5 RBM38 RCBTB1 RGS10 RIPOR2 RMND5A RNF145 RNF26 RPA1 RPL23 RPL34 RPP21 RPS3 RPS5 S100A10 S100PBP S1PR4 SARAF SEPTIN6 SERBP1 SLC9B2 SMIM14 SMPDL3A SPA17 SPATA13 STK11IP STMN1 SUN2 SYNPO TBC1D23 TCF7 TIMM10B TLE4 TMEM126A TMEM50B TMEM71 TNFAIP8L1 TNNT1 TRPC4AP TRPV2 TSPAN32 TWF2 UBE2B UBE2L3 UNG USP3 USP9X VAMP8 VPS26C WBP1L XPR1 ZAP70 ZNF277 GSE15930_STIM_VS_STIM_AND_IFNAB_72H_CD8_T_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15930_STIM_VS_STIM_AND_IFNAB_72H_CD8_T_CELL_DN ABCB8 ACKR2 ADAMTS1 AFF4 AKAP8 AKIRIN2 ALG3 AQP2 ARAP3 ARF1 ARFGAP3 ARPC5L ASAH1 ATN1 ATP5F1A ATP6AP2 ATP6V1B2 ATP6V1H BAIAP2 BPNT1 C6orf62 CAPZA2 CCKAR CDCA5 CDV3 CELF1 CISD1 CISH CLP1 CLPTM1L COPE COPS3 COPZ1 COQ9 CSRP1 CSTF2 CTSC CUEDC2 CWC15 CYP2A6 DCAF13 DDX19A DEK DNAJA3 DNAJB1 DNAJB2 DVL2 E2F5 EFNA5 EIF3B EMC2 ENO1 FIP1L1 FKBP5 GCH1 GFRA1 GNPNAT1 GRPEL2 GZMM HAX1 HPN HSPA5 IGF1 IL1R1 IL1RAP IL1RN INTS8 IRF2BP1 IRF7 IRF8 ISG15 KANSL2 KDELR3 KIF3B KLF4 KTN1 LACTB2 LGI4 LRBA LRPPRC MATR3 MBD4 MCM5 MFSD14A MIF4GD MIX23 MPHOSPH10 MRPL27 MRPL38 MRPL45 MRPL9 MRPS14 MRPS25 MRTO4 MSH3 MTARC2 MYCBP NAB1 NCOA1 NRCAM NUDT5 NUP62 NUTF2 OGFOD2 OGT PBX3 PDCD2 PGAM1 PGM1 PHLDA2 PIP4K2A PMPCB POLR2F POLR2J POLR3A POLR3K PPIH PRAF2 PRMT1 PRMT3 PRPF39 PRPF8 PRR15 PRXL2A PSMB1 PTPN2 PTPN23 RAD23A RASA4 RBBP4 RBM26 REEP6 REXO5 RFK RMND1 RNF181 RNF34 ROCK1 ROCK2 RPA3 RYR3 SAA1 SAYSD1 SCAMP1 SELENOK SENP6 SEPHS2 SEPTIN10 SEPTIN7 SERPINE2 SERTAD1 SH3BGR SIGLEC1 SLC22A12 SLC22A6 SLC25A4 SLC30A1 SLC35A2 SLC6A6 SLU7 SMAD2 SMAP1 SMARCB1 SPAG5 SPATA5 SPICE1 SRPK1 STAM2 SYNGR2 TAGLN2 TALDO1 TANK TBC1D24 TBPL1 TBRG4 TCEA1 TEX2 THAP7 THUMPD1 TIRAP TNFRSF9 TSFM TSR1 TTK TULP3 TXLNG UBA3 UBA7 UBALD2 UBE2S UTP3 VAPA VEGFA VMP1 WDHD1 WNT10B WWP2 YJU2B ZNF274 ZNHIT3 GSE15930_STIM_VS_STIM_AND_IFNAB_72H_CD8_T_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15930_STIM_VS_STIM_AND_IFNAB_72H_CD8_T_CELL_UP ABRACL ACO1 ADH1C ADORA2A ADRB3 AIRE AMBN AMH ANKRD10 ANKRD13A ANKZF1 APBA2 APBB1IP ARF5 ARG1 ASF1B ATP5PF ATP6AP1 ATXN1 ATXN7L3 AXIN1 B3GAT3 B4GALNT1 BARX1 BAZ2A BLK BMP15 BPIFA2 BUD31 CA3 CACNA1H CALCB CALCRL CAT CBFA2T3 CCKBR CCN1 CD14 CDH13 CDKN1B CDKN2D CIDEC CLEC4D CLOCK CNN2 COASY COL8A1 CREBBP CRISP3 CRP CYP4A22 DHH DMRTB1 DMTF1 DNAJA2 DNAJC9 DPF3 DPT ECE1 EEF1AKMT1 EFNA3 EGLN2 EIF2B4 EMP3 EPHB2 EPHB6 EPS15 F8 FABP9 FAM151A FBXO15 FBXW2 FCER2 FCRLA FGD1 FKBP10 FLT3 FOLR2 FRAT2 FUT1 FUT4 FZD6 FZD9 G0S2 G6PC2 GAA GABARAPL1 GABPA GABRB1 GALK2 GAMT GATA1 GBA2 GCDH GFM2 GJA4 GJC1 GLRB GNA14 GNPTG GP9 GPM6B GPRASP1 GPSM3 H1-4 H2BC18 H3C7 HCRT HLA-DOB HOXC5 HSD17B11 HSPG2 HTR2C HTR3A IFNB1 IGFBP6 IKBKB IL1A IL9 IMPA1 INHBC INPP1 IQGAP2 IQGAP3 IRAG1 IREB2 IRS2 KCNK3 KIF3C KLF12 KLHL21 KMT2E KRT12 KRT2 KRTDAP LAMA4 LAMA5 LCAT LCT LRP5 LRP6 LTBP3 MARK4 MAST2 MC1R MCUR1 MEF2D MEST METTL17 METTL18 METTL7A MFNG MLLT1 MORC4 MPHOSPH9 MPP3 MTHFR MYH14 MYL6B MYO1C MYRF MYT1 NAA80 NEDD8 NHSL2 NLRX1 NT5DC3 NTN1 ODF1 OMD OPRD1 OR6A2 OTULINL P3H3 PCBD2 PCDH7 PDGFRB PEMT PENK PEPD PGAM2 PHKG1 PKNOX1 PLAC9 PLAU PLG PNLIPRP1 PNMT POP4 POU3F3 PREB PROP1 PROS1 PSMC1 RACK1 RIOX2 RIPOR2 TDRP TENM1 GSE15930_STIM_VS_STIM_AND_IL12_24H_CD8_T_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15930_STIM_VS_STIM_AND_IL12_24H_CD8_T_CELL_DN CCDC6 DIAPH1 DKK3 DMRTB1 DNAJA2 DNAJA3 DPF3 DUT DVL2 EFNA3 EFNA5 EIF2B4 EIF3B ELAVL4 EOMES EPHB2 EPHB6 EPO FAM110A FAM151A FBXW2 FKBP5 FOSB FUT1 FZD9 G0S2 GAA GATA1 GFM2 GJA1 GJA4 GJC1 GNA14 GNPTG GOLGA4 GP9 GPM6B GRIA3 GSC GSPT2 H3C7 HAX1 HCRT HDAC1 HLA-DOB HOXB7 HPGD HTR3A IBSP IDO1 IER3 IFIT3 IFNB1 IGFBP6 IGFBPL1 IL10RA IL1A IL1R1 IL1RAP IL4 IL5 IL9 INHBC INPP1 IRAG1 IRS2 ISG15 ITGAV KAT7 KCMF1 KCNK3 KLF12 KLF4 KRT12 KRT2 KRTDAP LAMA4 LCAT LGI4 LRBA LRP6 LTBP3 MARK4 MATN3 MBL2 MCM5 MEST METTL18 METTL7A MFNG MIF4GD MRPL38 MRPS18B MSH3 MSI1 MYH14 MYL6B MYO10 MYO1C MYT1 NAA11 NAA80 NACC2 NCK2 NCOA1 NDUFB10 NHSL2 NKAIN1 NLRX1 NPPC NQO1 NR0B2 NRCAM NTN1 NUP62 ODF1 OMD OPRD1 OR6A2 P2RX6 P3H3 PCDH7 PDGFRB PEMT PENK PGAM2 PHKG1 PKNOX1 PMM2 PNLIPRP1 POLR3A POLR3D PON1 POP4 POU3F3 PRAF2 PRPF39 PRR15 PRUNE1 PSTPIP2 PTGS1 RAD23A RAD52 RARS1 RAX RBFOX2 REG3G RENBP REXO5 RFK RGS4 ROBO3 RPS6KA4 RTN1 RUNDC3A RYK RYR3 SAA4 SAR1A SCX SDSL SEC22B SEC23A SEMA6C SFTPC SIRT2 SLC22A12 SLC22A6 SLC23A2 SLC25A3 SLC30A1 SLC35A2 SLC38A4 SLC44A4 SPATA5 SRMS STX2 SYNGR2 SYT7 TBC1D23 TENM1 TEX264 TFEB THBS3 THOC7 TNFRSF1A TPBG TRHR TTF1 TUSC2 UBA7 UBALD2 UBE2K UFD1 ZDHHC9 ZNF23 ZNF444 ZNF574 ZNHIT3 GSE15930_STIM_VS_STIM_AND_IL12_24H_CD8_T_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15930_STIM_VS_STIM_AND_IL12_24H_CD8_T_CELL_UP ABRACL ACE ACRV1 ADAMDEC1 ADAMTS1 AKAP8 AMOT ANKRD13A ANLN ARAP3 ARF1 ARL2 ARPC5L ASAH1 ASF1B ATF2 ATP5PF ATP6V1B2 B3GAT3 B4GALNT1 BARX1 BMP2K BRD7 BTF3L4 C9orf78 CAMK2D CBR1 CCKAR CD3E CD70 CDCA5 CDON CDR2L CISH CLCNKB CLDN5 CNP COASY COPA COPE COQ9 CRP CSTF2 CTSC CWC15 CYB5B CYBB DCUN1D5 DDX52 DEK DNAJA1 DNAJB1 DNAJC9 DPT DSTN ECPAS EGLN2 EMP3 ENO1 FBXO38 FIP1L1 FKBP1A FLT3 FMC1 FOLR2 FRAT1 GABPA GALK2 GCH1 GJB2 GLMP GNB1 GNPNAT1 GPR37 GRPEL2 GSTT2 GTF2H4 GZMM H1-4 HMGB2 HNRNPC HOXC5 HSD17B11 HTR2C IFIT2 IKBKB IMPA1 INTS8 IQGAP2 IREB2 IVNS1ABP KIF3B KIF3C KMT2E KPNA6 KTN1 LACTB2 LDB1 LEPROT LITAF LRRC58 LUC7L3 LY75 MAPKAPK5 MAST2 MAT2B MATR3 MBD4 MC5R MEOX1 MFSD14A MIX23 MKNK1 MOGAT2 MORC4 MPHOSPH10 MPHOSPH9 MRPL13 MRPL27 MRPL9 MRPS14 MRPS21 MRPS25 MRPS7 MSRB1 MTARC2 MTHFR MXI1 NAB1 NCOA2 NFE2 NFU1 NOP58 NRG3 NSMCE1 NT5DC3 NUDT5 NUSAP1 NUTF2 OGFOD2 PCBD2 PDCD2 PGAM1 PGM1 PIP4K2A PKHD1 PLG PMPCB POLR2F POLR2J PPIE PPIH PPP6C PRMT3 PROS1 PTPN18 PTPN2 RAB4A RACK1 RBBP4 RBM26 RER1 RERE RIOX2 RIPOR2 RMND1 RNASE3 RNF181 ROCK1 ROCK2 RP9 RPA3 RUNX1T1 S100PBP S1PR1 SAA1 SAP30L SAYSD1 SCN10A SCP2 SEC11A SELENOK SEMA3F SEPHS2 SEPTIN10 SEPTIN4 SEPTIN7 SERPINE2 SERTAD1 SGPP1 SHF SIGLEC1 SIRT1 SLC25A28 SLC25A4 SLMAP SLU7 TDRP TMEM245 YJU2B GSE15930_STIM_VS_STIM_AND_IL12_48H_CD8_T_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15930_STIM_VS_STIM_AND_IL12_48H_CD8_T_CELL_DN ABCA1 ABCB10 ABCB9 ACE ACSL1 ACTG1 ACYP2 ADAM8 ADORA2A ADRB2 AHRR ALAD ANKRD28 ANXA10 ARL5A ASIP ATP13A2 B3GALNT2 B4GALNT2 BATF BAX BCL3 BDNF CACNB3 CALR CASP4 CASP6 CCND3 CCR2 CCR5 CD93 CDS2 CHD7 CIAO2B CISD1 CLDND1 COL5A2 CPOX CRABP2 CRYBG1 CSDE1 CTNNA1 CYTIP DBF4 DDX17 DGAT1 DSTN EHD1 EIF2AK3 EMP1 EPS8 ERCC4 FABP5 FAH FASLG FKBP4 FLOT1 FURIN G3BP1 GADD45G GATM GCNT1 GEM GGH GIMAP4 GJA1 GNG2 GNGT2 GNPDA1 GP1BA GPAT4 GPN2 GPR65 GTF2F2 GZMB H19 HERPUD1 HOPX HRAS IFITM3 IFNG IGF2BP2 IKZF4 IL12RB2 IL15 IL18R1 IL1RL1 IL2RB IL6 IL7R IRX3 JARID2 JUN KIT KLF7 KLRC1 KSR1 LDAF1 LDHA LGALS3 LHX8 LPP LPP-AS2 LRBA LSS LYSMD2 MAP3K8 MID2 MMP10 MMS19 MT2A MT3 MTMR7 MYD88 NAB1 NDUFS4 NEDD4 NEDD4L NID2 NKAIN1 NTHL1 OAT P2RX4 PADI2 PDIA6 PFDN1 PGAM1 PGS1 PIM1 PLA2G12A PLAC8 PLEKHA5 PLS3 POLD2 POLR2C PRDM1 PRF1 PRNP PRR5 PTPN22 PTPRK PTTG1 RAN RBPJ RFK RHOB RNF11 RNF19B RRAD RWDD4 S100A1 S100A11 S100A6 SATB1 SCOC SELP SERBP1 SERPINB9 SGCG SH2D2A SIRT2 SIRT3 SKAP2 SLC27A2 SLC7A11 SLCO3A1 SLK SOCS3 SPATS2 SPOP SQOR SSRP1 ST3GAL6 ST6GALNAC4 ST7 STAT5A STX7 SUB1 SURF1 TACSTD2 TAF1D TASOR TAX1BP1 TEX9 TIMM10 TMEM165 TMEM41B TMOD3 TNFSF10 TNFSF4 TRAF4 TSG101 TULP4 UBA5 USP18 VPS37B YIPF4 YWHAE ZMAT3 ZNF239 GSE15930_STIM_VS_STIM_AND_IL12_48H_CD8_T_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15930_STIM_VS_STIM_AND_IL12_48H_CD8_T_CELL_UP ABCB4 ACSS1 ADGRE5 ANGPTL2 ARHGAP1 ARPC1A ARPC3 BABAM1 BCL2L11 BTK BTRC C12orf57 C2CD3 CAPG CASP7 CAVIN3 CCL25 CCND2 CCNDBP1 CD5 CD79B CD8A CD8B CD9 CDHR5 CDKN1B CFH CHCHD10 CHCHD6 CLCN4 CLN3 CMPK2 CMTM3 CSK CTDSP2 CTSS CYTH2 DGKA DSG2 DUSP6 ENO3 ENTPD5 EPHX1 ESYT1 EVI2A EXOSC10 FAM3C FH FHL2 FRMD8 GABARAP GAS8 GATA3 GATA4 GLB1 GLE1 GNB2 GNPAT GOLM1 GOLPH3L GPSM3 H3-4 HDAC1 HHEX HLA-DMA HMCES HMGB3 HMOX2 HNRNPM HPCAL1 ICAM2 IFIH1 IFNAR1 IGHM IL16 IL6R INCENP IRF9 ISG20 ISYNA1 ITIH1 ITIH5 ITM2A KCNJ8 KLF2 KRT16 LAPTM5 LCLAT1 LGALS9B LIG1 LITAF LRP10 LTA4H LYRM2 MAD2L1BP MAN2B1 MAP1LC3B MAP4K1 MARCKSL1 MAST2 MBTD1 MFSD1 MOV10 MYB NAA38 NAT1 NEK7 NFATC1 NFKB1 NNT NRBP1 NRP1 NSMCE1 OTUD7B OXCT1 PABPC1 PARP6 PARP8 PDRG1 PEX5 PHC2 PIGS PIGX PITPNC1 PLEKHO1 PLXND1 PNPLA2 POLD1 POLG POMP PPOX PPP1R18 PPP2R3C PRKD2 PROS1 PSEN2 PSME1 PSME2 PTPN1 PTPRA PTPRCAP PTPRS RALY RBM38 RELA RERE RGS10 RIMOC1 RIPOR2 RNASET2 RNF145 RNF26 RPL34 RPL7 RPS11 RPS5 S1PR4 SARAF SEPTIN6 SIDT2 SIPA1 SLC29A1 SLC4A2 SLC9B2 SLFN12L SNRK SPATA13 SPNS1 STAG2 STARD3 SYNPO TAP1 TAP2 TAPBP TCF7 TIMELESS TIMM10B TLR6 TMC6 TMEM126A TMEM59 TRPV2 TSC22D4 TSPAN32 TXNDC12 UBR7 USE1 USP38 USP48 VCAM1 VPS53 WDR26 WNT10A XPO6 XRN2 ZFP36L2 ZFPM1 ZNF277 ZNF692 ZNF787 GSE15930_STIM_VS_STIM_AND_IL12_72H_CD8_T_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15930_STIM_VS_STIM_AND_IL12_72H_CD8_T_CELL_DN ANKZF1 DVL2 EFNA3 EFNA5 EIF3B ELAVL4 ELP3 EMC4 EOMES F8 FAM151A FBXO15 FCRLA FGD1 FKBP10 FKBP5 FLT3 FOLR2 G0S2 G6PC2 GAA GABARAPL1 GATA1 GCH1 GFRA1 GJA1 GJB2 GNA14 GNPNAT1 GPN3 GPR37 GRIA3 GSPT2 GTF2H4 GZMM H1-4 HAND2 HAX1 HOXC5 HPD HPN HSPA5 HSPG2 HTR2C IBSP IER3 IFIT3 IFNB1 IGF1 IGFBPL1 IL10RA IL1R1 IL1RAP IL4 IL5 IL9 INMT IRAG1 IRS2 KCNE1 KDELR3 KIF3B KLHL21 KRT6A KRTDAP KTN1 LAMA4 LAMA5 LCT LGI4 LITAF LRBA LRP6 LTBP3 MATR3 MC1R MC5R MEOX1 METTL7A MOGAT2 MORC4 MRPL38 MRPL45 MSI1 MSRB1 MYCBP MYH14 MYL6B MYT1 NAA80 NAB1 NACC2 NCK2 NFU1 NHSL2 NKAIN1 NLRX1 NPM3 NQO1 NR0B2 NRCAM NT5DC3 NTN1 NUDT5 ODF1 OPRD1 OR6A2 P2RX6 PBX3 PCDH7 PEMT PENK PGAM2 PHLDA2 PIP4K2A PIP4K2C PKHD1 PKP1 PLG POLR3A PON1 POU3F3 PPIE PPIH PPP6C PRAF2 PRMT1 PRR15 PTGS1 PTPN2 PTPN23 RAB5A RAD23A RARS1 RASA4 RAX REEP6 REG3G REXO5 RFK RGS4 RNASE3 RNF181 RNF34 RPS6KA4 RRAGA SAA1 SAA4 SCARB2 SCN10A SCN1A SCX SELENOK SEMA6C SENP6 SEPTIN2 SFTPC SH3BGR SHF SIGLEC1 SIRT2 SIX5 SLC22A5 SLC25A3 SLC25A4 SLC35A2 SLC38A4 SLC44A4 SMAP1 SMARCB1 SNRNP25 SNX2 SNX21 SRPK1 SWAP70 SYT7 TAGLN2 TBC1D24 TCEA1 TENM1 TFEB THAP7 THUMPD1 TIMM8A TIRAP TSFM TSPAN5 TUBA8 UBE2A UTP3 VAPA VEGFA WNT10B WWP2 YWHAB ZDHHC9 ZNF23 ZNF274 ZNF444 ZSCAN26 GSE15930_STIM_VS_STIM_AND_IL12_72H_CD8_T_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15930_STIM_VS_STIM_AND_IL12_72H_CD8_T_CELL_UP ABRACL ANKRD10 ANKRD13A ANLN APBB1IP ASF1B ATF2 ATG13 ATP5F1A ATP5PF ATP6AP2 ATXN1 ATXN2 ATXN7L3 AXIN1 B4GALNT1 BMP15 BRD7 BUD31 C6orf62 CACNA1H CALCB CAPZA2 CBFA2T3 CBR1 CCR6 CD14 CELF1 CFI CHPT1 CLEC4D CLGN CLOCK CLPTM1L CNN2 COPA COPZ1 CREBBP CRP CSRP1 CTSC DAB1 DCAF13 DDX39B DEK DIAPH1 DMRTB1 DNAJA1 DNAJC9 E2F5 ECE1 EIF2B4 EMC2 EMC3 EMP3 EPHB6 EPS15 FBXO38 FBXW2 FCER2 FIP1L1 FOSB FRAT1 FRAT2 FZD6 GABPA GABRB1 GALK2 GBA2 GJC1 GLMP GPM6B GPRASP1 GRPEL2 GSTT2 H2BC18 H3C7 HDAC1 HLA-DOB HMGB2 HNRNPC HOXB7 HTR3A IFIT2 IGFBP6 IKBKB IL1RN IMPA1 INHBC INTS8 IQGAP2 IQGAP3 IREB2 IRF2BP1 IRF7 ISG15 IVNS1ABP KANSL2 KAT7 KCMF1 KIF3C KLF12 KMT2E LEPROT LGALS9B LRPPRC MAST2 MAT2B MCM5 MCUR1 MEF2D METTL17 MFSD14A MIF4GD MPHOSPH10 MPP3 MRPS14 MRPS21 MSH3 MTARC2 NCOA2 NDUFB10 NEDD8 NFE2 NSMCE1 NUSAP1 NUTF2 OGFOD2 OMD PCBD2 PKNOX1 PLAC9 PLAU PMM2 PNKP PNLIPRP1 POLR2F POLR3K PREB PRPF39 PRPF8 PRSS58 PSMB1 PSMC1 PSTPIP2 PTP4A2 PTPN18 RACK1 RAD52 RASGRP2 RBBP4 RENBP RIOX2 RIPOR2 RNGTT ROBO3 ROCK1 RP9 RPA3 RUNDC3A RUNX1T1 S100PBP SAYSD1 SEC11A SEC23A SEPHS2 SEPTIN10 SEPTIN4 SERINC3 SIPA1L2 SLC22A6 SLC23A2 SLMAP SON SPAST SPATA13 SPICE1 SPIN1 SRMS SRSF9 SS18 SUCLA2 SYNGR2 SYNRG TANK TBC1D23 TEAD4 THOC7 TIGD5 TM9SF2 TMEM14C TMEM50B TNFRSF1A TPT1 TTF1 TXNDC12 TYSND1 UBE2K UBE2N GSE15930_STIM_VS_STIM_AND_TRICHOSTATINA_24H_CD8_T_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15930_STIM_VS_STIM_AND_TRICHOSTATINA_24H_CD8_T_CELL_DN CCDC6 CCKAR CCL4 CCND1 CD70 CDV3 CHPT1 CISH CLPTM1L CMA1 COASY COPS3 COPZ1 COQ9 COX7A1 CPSF7 CTSC CWC15 DCAF13 DCUN1D5 DDX10 DDX19A DDX39B DEK DIAPH1 DMRT1 DNAJB2 DPF3 DVL2 E2F5 ECPAS EEF1AKMT1 ELAVL4 ENO1 FBXO38 FIP1L1 FKBP10 FKBP1A FOLR2 FOSB FRAT1 FZD6 G0S2 GALK2 GCH1 GLRB GNB1 GRPEL2 HAND2 HLA-DOB HSD17B11 HTR2C IFIT2 IFIT3 IKBKB IL10RA IMPA1 INHBC INPP1 INTS8 IREB2 IRF7 KCNK3 KIF3B KLF4 KMT2E KPNA6 KTN1 LEPROT LITAF LRPPRC LUC7L3 LY75 MAPKAPK5 MBD4 MEF2D METTL17 METTL7A MFSD14A MIX23 MLLT1 MOGAT2 MORC4 MRPS14 MRPS18B MRPS25 MRPS7 MRTO4 MSH3 MSRB1 MTARC2 MTHFR MXI1 NAB1 NCOA2 NEDD8 NFE2 NFU1 NQO1 NRCAM NUSAP1 OGFOD2 OGT OTULINL P2RX6 PDCD2 PEMT PEPD PGAM1 PGM1 PIP4K2C PLG PNLIPRP1 POLR2H POLR2J POLR3A POLR3D POP4 PPIE PRMT1 PRPF8 PRSS58 PSMC1 PTPN18 PTPN23 RAB5A RACK1 RASA4 RBBP4 RBM26 RER1 RERE RIOX2 RIPOR2 RMND1 RNASEH1 RNF34 ROCK2 RPA3 RUNX1T1 S100PBP S1PR1 SCN1A SCP2 SEC11A SEC23A SELENOK SEPHS2 SEPTIN10 SEPTIN2 SEPTIN4 SEPTIN7 SGPP1 SIX5 SLC20A1 SLC25A28 SLC38A4 SLMAP SLU7 SMAD2 SMAP1 SMARCB1 SNX2 SON SP3 SPATA13 SPATA5 SPICE1 SPIN1 SRSF9 SWAP70 SYNGR2 SYNRG SYT7 TANK TCEA1 TEKT2 THAP7 TIMM8A TM9SF2 TNFRSF9 TPRG1L TPT1 TSFM TSPAN5 TSR1 TTK TYSND1 UBA7 UBE2A UBE2N UBE2S VAPA VEGFA VMP1 WDHD1 WDR46 ZNF274 ZNF638 ZSCAN26 GSE15930_STIM_VS_STIM_AND_TRICHOSTATINA_24H_CD8_T_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15930_STIM_VS_STIM_AND_TRICHOSTATINA_24H_CD8_T_CELL_UP ACKR2 ACO1 ACVRL1 ADAM9 ADAMTS1 AFF4 AIRE AMBN AMOT ANKZF1 APBA2 AQP2 ARF5 ARFGAP3 ARG1 ARPC5L ARX ASF1B ATN1 ATP6AP1 ATP6V1B2 BARX1 BLK BMP15 BMP2K BMP8A BPIFA2 CALCB CALCRL CBFA2T3 CCKBR CCR6 CD14 CD40LG CDH13 CDKN1B CELF1 CENPA CFI CIDEC CISD1 CLCNKB CLGN CLN3 CNN2 CNP COL8A1 COPE COPS7A CREBBP CRISP3 CRP CYBB CYP2A6 CYP4A22 DAB1 DDX52 DHH DKK3 DMRTB1 DNAJA1 DNAJA2 DNAJA3 DNAJB1 DUT ECE1 EFNA3 EIF2B4 EIF3B EMP3 EPHB2 EPO FABP9 FAM110A FBXW2 FCER2 FCRLA FGD1 FMC1 FRAT2 FUT1 FZD9 G6PC2 GABARAPL1 GABRB1 GATA1 GBA2 GJA1 GJA4 GJB2 GP9 GPN3 GPR37 GPSM3 GRIA3 GSC GSPT2 GSTT2 GZMM H1-4 HAX1 HPGD HPN HSPG2 HTR3A IDO1 IFNB1 IGF1 IGFBP6 IGFBPL1 IL1A IL4 IL5 IL9 IQGAP3 IRAG1 IRF2BP1 IRF8 IRS2 KCNE1 KDELR3 KIF3C KLF12 KLHL21 KRT12 KRT6A LACTB2 LCAT LCT LGI4 LRBA LRP5 LRP6 LTBP3 MARK4 MATN3 MBL2 MC5R MCUR1 MEOX1 MEST METTL18 MFNG MIF MPHOSPH9 MRPL27 MRPL3 MSI1 MYCBP MYH14 MYO10 MYO1C MYT1 NAA11 NDUFB10 NHSL2 NKAIN1 NLRX1 NOP58 NPM3 NPPC NR0B2 NRG3 NSMCE1 NTN1 ODF1 OPRD1 OR6A2 P3H3 PBX3 PCBD2 PCDH7 PDGFRB PENK PHKG1 PHLDA2 PKP1 PLAC9 PMM2 POLR2F POU3F3 PREB PROP1 PROS1 PRPF39 PRR15 RAD23A RAD52 RARS1 RAX RBFOX2 REEP6 RENBP REXO5 RFK RP9 RUNDC3A RYK TENM1 GSE15930_STIM_VS_STIM_AND_TRICHOSTATINA_48H_CD8_T_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15930_STIM_VS_STIM_AND_TRICHOSTATINA_48H_CD8_T_CELL_DN ADAR AGRP AKIRIN2 ANTXR2 APOA2 ARL14EP ASL ATAD1 ATF3 ATP13A1 ATP1A1 AZIN1 B2M B3GNT2 BRAF CAB39L CBX4 CCND2 CCNDBP1 CCR6 CCRL2 CD5 CEBPB CERS2 CHCHD10 CISH CLCNKB CLN3 CMPK2 CMTM6 CMTR1 COCH COX17 COX18 CREG1 CTSS DAXX DDX24 DNAJA3 DNAJC2 DUSP6 EDEM3 EDN2 EEA1 EIF2AK2 EIF3C ELOA EPHB2 ETNK1 EXOSC10 FABP9 FAM117A FAM3C FASTKD5 GALR1 GAS8 GEMIN5 GNG12 GNL2 GPAA1 GRK5 GTPBP2 HHEX HLA-B HLA-C HLA-E HMCES HMGN5 ICAM2 IFI27 IFI27L2 IFI35 IFIH1 IFIT1B IL15RA IL6R IPO4 IRF4 IRF7 IRF9 IRGM ISG15 ISG20 ISYNA1 KAT2B KMT5A LAPTM4B LCLAT1 LGALS3BP LGALS9B LRP6 LYL1 MARCHF5 MAT2A MOV10 MTHFR MTX2 MX1 MX2 NAMPT NANOG NAT1 NCAM2 NCOA3 NDST1 NFATC1 NFKB1 NMI NMT2 NOC4L NR5A2 NRBP1 OGFR OTUD7B PABPC1 PABPN1 PARP6 PCDHA12 PCK2 PDLIM1 PELO PER2 PHC2 PIGS PIGU PML PNPT1 POLDIP3 POLR3A PPA1 PPP2R3C PRKCA PSME1 PSME2 PUM3 RABEP1 RABGGTA RGS10 RMDN3 RRP1B RSAD2 SAMHD1 SAT1 SCAF8 SEC23A SEC62 SERPINC1 SERPINH1 SFT2D1 SFXN2 SH3BGRL SHISA5 SIN3A SKIL SLC25A28 SLC7A7 SLCO3A1 SLFN12L SMAD3 SMYD5 SOCS1 SPRED2 SRPRA ST6GALNAC5 STARD3 STAT1 STXBP3 SYNGR2 SYNJ2BP TAP1 TAP2 TAPBP TBP TCOF1 TIMELESS TMEFF2 TMEM50B TNF TNPO2 TOR1AIP2 TRAF6 TRAFD1 TRIM21 TRIM25 TUBA4A TYMP UBA7 USP15 USP18 USP19 USP25 VIPR2 VPS53 WBP4 WDSUB1 WNT10A XPO6 ZNF841 ZNFX1 ZRANB1 GSE15930_STIM_VS_STIM_AND_TRICHOSTATINA_48H_CD8_T_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15930_STIM_VS_STIM_AND_TRICHOSTATINA_48H_CD8_T_CELL_UP ABHD8 ACLY ACSL1 ACTG1 ADD1 ADORA2A ADRB2 AHCY AHNAK AHR AKT2 ALAD ALCAM ALDH7A1 ANKRD28 ANXA2 ARF1 ARHGDIB ARL4C ARMCX2 ASIP ATP6V0A2 AURKA B3GALNT2 BATF BCL3 BTBD1 CASP6 CAST CBX6 CCND3 CCR2 CCR5 CD38 CDADC1 CDCA7L CDS2 CHD7 CMAS CMC2 CNDP2 COX7B CRABP2 CSDE1 CSTB CTSD CTSE CYB5A CYTIP DAP DBP DDX17 DGAT1 DIAPH3 DPM2 DSTN DYNLL2 E2F8 ECHS1 EHD1 EMB EMP1 ENTREP3 ERCC4 EXOC7 FAM107B FAM89B FBN2 FGF19 FGGY FLOT1 FTH1 FURIN GABARAPL1 GADD45G GCNT1 GCSAM GEM GIMAP4 GMFG GNB5 GNPDA1 GPAT4 GPI GSN GTF2I H2AX HDLBP HGSNAT IFNG IL18R1 IL1R1 IL1RL1 IL6ST IRX3 JAK3 JARID2 JUN JUND KHDRBS1 KIFAP3 KIT KL KLF7 KLRD1 LDAF1 LDHA LGALS3 LHX9 LPP-AS2 LTB MATK MED12L MMP10 MRPL48 MT1E MT2A MT3 MYD88 MYO1F NDFIP2 NECAP2 NEDD4 NEDD4L NID2 NKAIN1 NUDT16L1 OAT OAZ2 ONECUT1 P2RX4 PCMT1 PDZK1IP1 PGAM1 PJA1 PLA2G12A PLD3 PLEKHA5 PLPBP PLS3 PPP2R5D PPP3CC PQBP1 PRDM1 PRNP PRR5 PTPN22 PTPRK RAC2 RBPJ RNH1 RPL12 RPP21 RRAD S100A1 S100A10 S100A11 S100A4 S100A6 S100PBP SATB1 SELL SELP SERBP1 SERPINB5 SIRT2 SIRT3 SKAP2 SLC27A2 SLK SMIM14 SMPD1 SOX11 SPATS2 SPOP SQOR SSR3 SSRP1 ST3GAL2 STAT5A STX5 STX7 SUN2 TACSTD2 TAGLN2 TAX1BP1 THPO THY1 TNFSF10 TPGS2 TUBA3C TULP4 TWF2 TWIST1 UBE2H UBE2L3 USP9X XPR1 YIPF4 ZMAT3 GSE15930_STIM_VS_STIM_AND_TRICHOSTATINA_72H_CD8_T_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15930_STIM_VS_STIM_AND_TRICHOSTATINA_72H_CD8_T_CELL_DN EEF1AKMT1 EMC2 EMC3 EMC4 GABARAPL1 GAMT GATA1 GBA2 GCDH GCH1 GJA1 GJA4 GJC1 GPN3 GPR37 GPRASP1 GRIA3 GRPEL2 GZMM H1-4 H3C7 HCRT HLA-DOB HOXB7 HOXC5 HPD HPGD HPN HSPA5 HSPG2 HTR2C HTR3A IDO1 IFIT2 IFIT3 IFNB1 IGF1 IL1R1 IL1RAP IL1RN IL4 IL5 INHBC INPP1 IQGAP3 IRF2BP1 IRF8 KCNE1 KCNK3 KLF4 KLHL21 KRT6A KTN1 LACTB2 LAMA4 LAMA5 LDB1 LRP5 LRPPRC MAPKAPK5 MARK4 MAST2 MBD4 MC1R MC5R MCM5 MEOX1 MEST METTL18 METTL7A MIF MKNK1 MOGAT2 MORC4 MPP3 MRPL13 MRPL3 MRPL38 MRPL45 MRPS14 MRPS25 MRPS7 MRTO4 MSRB1 MYCBP MYH14 MYL6B MYO10 NACC2 NCK2 NEDD8 NFU1 NKAIN1 NOP58 NPM3 NQO1 NRCAM NT5DC3 NTN1 NUDT5 NUP62 NUTF2 ODF1 OGFOD2 OR6A2 P3H3 PBX3 PCDH7 PDGFRB PEMT PENK PHLDA2 PIP4K2C PKHD1 PKP1 PLAU PLG PNMT POLR2F POLR2H POLR2J POP4 POU3F3 PPIH PPP6C PRAF2 PRMT1 PRR15 PRSS58 PSMC1 PSTPIP2 PTP4A2 RACK1 RAX REEP6 RENBP RFK RNASEH1 ROCK2 RPA3 RUNX1T1 RYK RYR3 SAA4 SAR1A SCAMP1 SCN10A SCX SDSL SEMA3F SEMA6C SFTPC SH3BGR SHF SIGLEC1 SIPA1L2 SLC20A1 SLC22A12 SLC22A5 SLC22A6 SLC38A4 SLC6A6 SMAD2 SNRNP25 SNX21 SPATA5 SRMS SRSF9 SYNGR2 SYT7 TALDO1 TBC1D24 TBRG4 TEAD4 TEKT2 TEX2 TFEB THBS3 TIGD5 TIMM8A TMEM14C TMEM30B TMEM50B TNFRSF1A TSFM TULP3 TUSC2 TYSND1 UBE2K UBE2N UFD1 USP5 UTP3 VAX2 VEGFA WDR46 ZNF23 ZNF444 ZNHIT3 GSE15930_STIM_VS_STIM_AND_TRICHOSTATINA_72H_CD8_T_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE15930_STIM_VS_STIM_AND_TRICHOSTATINA_72H_CD8_T_CELL_UP ABRACL ACLY ADAMDEC1 ADORA2A ANKRD10 ANKZF1 ANLN APBB1IP ARF5 ASAH1 ATF2 ATG13 ATP5PF ATP6AP1 ATXN2 B3GAT3 B4GALNT1 BARX1 BAZ2A BCL10 C1D C6orf62 CACNA1H CALCB CAMK2D CAPZA2 CBFA2T3 CBR1 CCDC28B CCDC6 CD3E CDKN1B CDKN2D CDON CDV3 CENPA CHPT1 CLGN CLN3 CMTM3 CNN2 COPE COQ10A CPSF7 CREBBP CRISP3 CRP CSTF2 CTNNA2 CUEDC2 CYB5B CYP4A22 DDX24 DDX52 DIAPH1 DMRTB1 DNAJA1 DNAJB13 DNAJC9 DPT DTD2 ECE1 ECPAS EGLN2 EIF2B4 EMP3 FABP9 FBXO38 FLT3 FRAT2 GAA GABRB1 GALK2 GLMP GNA14 GNB1 GNPNAT1 GNPTG GPM6B GPSM3 HAND2 HMGB2 HNRNPC HSD17B11 IER3 IKBKB IMPA1 IQGAP2 IRAG1 IREB2 IRF7 IRS2 ITGAV IVNS1ABP KAT7 KIF3C LCAT LDAF1 LEPROT LGALS9B LGALSL LGI4 LRP6 LUC7L3 MAT2B MATN3 MEF2D METTL17 MFSD14A MIF4GD MPHOSPH10 MPHOSPH9 MRPL27 MRPL9 MSH3 MTARC2 MTHFR MXI1 MYT1 NAA11 NAB1 NCOA1 NCOA2 NFE2 NLRX1 PGM1 PHKG1 PLAC9 PMPCB PNKP POLR1H PREB PRMT3 PROP1 PRUNE1 PRXL2A PTPN2 PTPN5 RAB4A RAD52 RASGRP2 RBFOX2 REG3G RER1 RGS19 RIPOR2 RMND1 RNF181 RNF34 ROCK1 RP9 RUNDC3A S100PBP S1PR1 SAP30L SCN1A SCP2 SEC11A SEC23A SENP6 SEPHS2 SEPTIN7 SGPP1 SLC25A28 SLC35A2 SLU7 SMAP1 SMARCB1 SON SP3 SPAST SPICE1 SPIN1 SPN SS18 STK10 STX2 TBPL1 TCEA1 TDRP TENM1 THOC7 TIRAP TMEM230 TNFAIP8L1 TPRG1L TPT1 TTF1 TXNDC12 UBA7 UBALD2 UBE2A UIMC1 VAPA VMP1 WDR82 WWP2 YJU2B ZDHHC9 ZSCAN26 GSE16266_CTRL_VS_HEATSHOCK_AND_LPS_STIM_MEF_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16266_CTRL_VS_HEATSHOCK_AND_LPS_STIM_MEF_DN AARS1 ACSS2 AKR7A2 ALDH9A1 ANXA13 AP4S1 APRT ARID2 ARL4C ARMC5 ARMCX5 ARPP19 ASB14 ASRGL1 ATP5MF BABAM1 BAP1 BCL11B BPHL BPIFA2 C11orf68 C9orf64 CBR1 CCNF CCT2 CDC25A CDIPT CENPE CHRNA1 CHST12 CITED4 CLDN5 CLTB CNPPD1 COG1 COPS8 COQ4 COQ5 COX6A1 CTCF CTU1 CUX1 CYB5R3 CYFIP2 CYP2S1 CYTH1 DAXX DCLRE1B DDA1 DDOST DDX21 DEAF1 DENND1A DERA DGCR2 DIAPH1 ECE2 EIF2B2 ELF5 ELOVL1 EMP3 ENPP4 FAM20B FASN FBXW4 FERMT3 FOXK2 FOXP1 FYN G0S2 GABPB1 GADD45A GNAI2 GPATCH1 GPATCH4 GRAP2 GRWD1 GTF2A1 HACE1 HELZ HMOX2 HPS4 ID3 IER2 IGFBP4 ILRUN IMPDH2 ITM2A KCND2 KRBA1 LDHB LIMD2 LYPLA2 MACROD1 MCM7 MCRIP1 MED22 MFNG MLX MMACHC MORC1 MRM2 MRPL22 MRPS23 MRRF MTFR2 MYO5B MYO6 NAA80 NAB2 NCAM2 NDUFA11 NDUFB7 NDUFB8 NDUFV3 NIF3L1 NOMO1 NOP58 NOTCH1 NSMCE1 OGDH PABIR1 PBX1 PCNX1 PCSK2 PDCD2 PHC1 PHPT1 PI4KA PIGQ PIP5K1C PITX2 PLCD1 PLSCR3 POLR3E PPIF PPM1G PRDX5 PRKCQ PRPF40A RALA RASGRP2 RASSF5 RBX1 RCBTB2 RPL18 RPL28 RPL36 RPL7L1 RPLP1 RPS16 RUFY3 S1PR4 SAMM50 SCAF11 SELENOW SEMA5B SERF2 SETD4 SH3BGRL3 SHMT2 SIDT2 SIN3B SLC25A35 SLC2A2 SLC47A1 SLC7A10 SLCO3A1 SNRPC SOX21 SSRP1 STK10 SURF1 TAF10 TBL2 TDRP TFPT TIMP2 TMEM119 TMEM160 TMEM219 TMEM229B TMEM42 TMEM43 TMPRSS4 TOM1 TOX4 TPM3 TRIM10 TUBA4A TXN2 UBE4A UBR7 UCK1 UROD VPS39 WAS WDR5 ZFPM1 ZNF526 GSE16266_CTRL_VS_HEATSHOCK_AND_LPS_STIM_MEF_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16266_CTRL_VS_HEATSHOCK_AND_LPS_STIM_MEF_UP ABHD4 ACP1 ADAT2 AEBP2 AIFM1 AKR1B1 ALYREF AMMECR1L AP3S1 ARPC5 ATP5MC3 ATP5ME ATP6V0E1 ATP6V1A ATP6V1C1 ATP6V1E1 ATXN1 BCL2A1 BNIP3L CAPZB CASP3 CCT2 CD160 CEBPG CENPA CETN3 CHMP4B CISD1 CMAS CMIP CNIH4 COA6 COP1 COX20 COX4I1 COX5A COX6A1 CSNK1D CSTB CTNNB1 CUX1 DBF4 DDIT4 DDT DDX3X DNAJA4 DPY30 EEF1D EFHD2 EGR1 EGR2 EI24 EIF2S3 EIF4ENIF1 ELOC EMC6 ENSG00000286190 ERMP1 ERO1A EZH2 F2R FAM20B FAM32A FAM8A1 FBXO45 FDX1 FEM1B FHDC1 GATD3 GHITM GLRX3 GNG2 GOLGA4 GOSR2 H2AX HACD2 HIF1A HMGB3 HPRT1 IDE IRAK4 JARID2 KRAS LARP4B LIG1 LIMD2 LITAF LRRC59 M6PR MARCHF5 MARCHF6 MARCHF7 METAP1 MOAP1 MOB1A MPC2 MRPL35 MRPL51 MRPS18C MRRF MYL12B NAA30 NDFIP1 NDUFA1 NDUFA11 NDUFA2 NDUFB3 NDUFB5 NDUFB7 NDUFC1 NDUFC2 NDUFS6 NDUFV3 NFU1 NUCB1 NUCKS1 ODC1 ORMDL1 PDE12 PFN2 PLAGL1 PPEF2 PPP1R11 PRNP PRRC1 PSMA3 PSMA5 PTP4A2 PTPN11 PURB PYCR2 RAB10 RAB29 RAB2A RAB40C RABGAP1L RAP2A RBL1 RBM10 RBM18 RNASEH2C RNF19A ROCK1 RPA1 RPL23 RPS26 S100A10 S100A4 SAR1B SASS6 SEC11C SEC23B SEPTIN6 SERINC3 SF3A2 SF3B2 SFR1 SLAIN2 SLC25A36 SMC5 SNRPC SPCS1 STK26 SUCLA2 SUMO3 TBCB TEX2 TIMM17B TIPIN TMBIM1 TMCO1 TMEM160 TMEM165 TMEM19 TMEM223 TMEM30A TMEM9B TMPO TNKS2 TP53INP1 TRAPPC1 TTC33 TXN UBE2D3 UBE2E1 UBE2F UBE2G1 UBE2J1 UBR5 UGDH UGP2 UQCR11 UQCRB VAMP4 VBP1 VPS29 WSB2 YWHAQ ZFP91 ZFPM1 GSE16266_CTRL_VS_LPS_STIM_MEF_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16266_CTRL_VS_LPS_STIM_MEF_DN ABHD15 ACOT12 ACTN2 ADGRE5 AGR2 AGXT ANTXR1 ARID3B ARMC12 AVP BBS9 BCAR3 BCL11A BEX1 BLNK BPIFB1 BRWD1 BTK C2orf42 C2orf80 CABP2 CAMK1 CASK CAVIN4 CBS CCDC137 CD19 CD40 CD72 CD74 CD79A CD79B CD8B CFAP298 CHRND CIITA CIT CLDN3 CLEC4A CLIP4 CMPK2 CNN3 COL25A1 COLQ CORO2A CPEB3 CPNE6 CR2 CSF2RB CTRC CTSH CYP2C8 CYP4F3 CYSRT1 DCBLD2 DNAH8 DNAJC11 DNAJC27 DPP3 DZIP1 EBF1 EPS8L2 ERBB2 F11 FAM114A1 FAM166A FANCG FBL FBXW4 FGD2 FKBP8 FMNL1 FNDC10 FOXA1 FZD4 GAS7 GAS8 GBF1 GGA2 GHR GPLD1 GPR84 GRIA1 GRIK3 H1-10 HEMK1 HIP1R HIPK2 HLA-DMA HLA-DOA HLA-DRB1 HSD17B1 HSPA1B HSPB1 HSPB2 IBSP ICOSLG IFT140 IGFBP2 IKZF4 IL1B IL4I1 INMT ITGB3BP KCNB1 KCNMA1 KIF17 KLHL11 KMO KRT35 LIFR LMNA LRRC2 LYL1 MAGI2 MAP3K14 MAP3K21 MAPK8IP1 MAZ MGAT1 MGAT5 MMP10 MS4A1 MYLK MYLK2 MYO15B MYO1C NDST3 NFKB2 NGF NKX2-8 NR1I2 OAS2 OXNAD1 P2RX5 PAX4 PCP4 PCSK6 PDE6G PHETA2 PHKA2 PHOX2A PKD2 PKP2 PLA2G2C POU1F1 PPP1R37 PRSS44P PTP4A3 QTRT2 RARRES2 RASA4 RGL2 RGS14 RGS6 RTL8B RUNDC3A SCARA5 SCD SCN3B SEC16A SELL SEMA4A SENP2 SERPINB2 SERPINI2 SESN1 SGCE SH2B1 SH3BP2 SLAMF9 SLC16A4 SLC38A3 SLIT3 SMAD9 SORL1 SOX12 SPIB SRMS ST6GALNAC2 STC1 TAS1R3 TEC TLX1 TMEM141 TMEM150A TMEM266 TMEM40 TMPRSS3 TNFRSF13C TNRC6C TPBG TREM2 TRIM60 TRIP10 TSPAN9 UNC93B1 VPS37B WBP1L ZDHHC14 GSE16266_CTRL_VS_LPS_STIM_MEF_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16266_CTRL_VS_LPS_STIM_MEF_UP AGAP3 ANGPTL4 APBB1IP ARAP3 ARF6 ARHGEF40 BCOR BLMH BLOC1S2 BMPR2 BRPF3 BTG1 C10orf95-AS1 CALHM2 CAMSAP1 CBFB CCDC9B CD58 CDK17 CEBPA CEP170 CERK CHD9 CHST11 COQ2 CRACDL CRTC3 CXCR4 CXXC5 CYP19A1 DCBLD1 DENND3 DESI2 DLC1 DNASE2 DUSP1 ELF4 ELK3 ELL2 ENG FAM120AOS FAM53B FAM78A FBXL14 FHL3 FHOD1 FLOT1 FMNL3 FURIN GAL3ST4 GNA13 GNB4 GPR157 GPRIN3 GRB10 GTF2IRD1 HAVCR2 HIVEP3 HMOX1 ICOSLG ID1 ID2 ID3 IDS IER2 IER3 IER5L IGFBP4 IL21R-AS1 INPP5A IRF2BPL ISCU ITGA5 ITGAV ITPKB ITPRIPL2 JPT1 JUNB KCNMB1 KCNN4 KCTD10 KDM7A KLF10 LAT2 LCP2 LFNG LHFPL2 LIMS1 LINC-PINT LPIN2 MAEA MAP1S MAP3K2 MAPKAPK5-AS1 MAST3 MEF2A MIR155HG MIR23AHG MMP2 MOAP1 MORC3 MYO1F NCOA4 NCOR2 NEK6 NFKBIA NFKBIE NOL4L NOTCH1 NRIP1 OLR1 OTULIN PHC2 PIK3C2B PLEKHA7 PLEKHO2 PLK3 PMEPA1 PMPCA PSME4 RASGEF1B RASSF5 RCC2 RELT REST RFFL RFX2 RGS1 RGS19 RIN3 RNF166 RNF168 RUNX2 RUNX3 RYBP S100A10 SAMD1 SEMA4B SERPINE1 SERTAD1 SFMBT2 SH3BP2 SH3BP4 SH3GL1 SH3TC1 SIGLEC9 SKI SKIL SLC16A6 SLC22A4 SLC25A19 SLC43A2 SLC46A2 SLC7A5 SLC7A7 SLCO2B1 SLX4 SMAD6 SMAD7 SMURF2 SOCS6 SPAST SPIN1 SPIN4 SSH1 STK40 STX6 SWAP70 TBC1D16 TFEB TGIF1 THBS1 TLE3 TLR1 TMCC3 TMEM223 TMEM51 TMEM52B TNFAIP8L1 TNFRSF12A TOR4A TRAPPC14 TRIM36 TSKU TYRO3 UAP1 VASH1 VDR VSIG10L WNT5A XPOT YWHAH ZBTB4 ZMIZ1 ZNF691 ZNF710 ZRANB1 ZSWIM6 GSE16266_LPS_VS_HEATSHOCK_AND_LPS_STIM_MEF_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16266_LPS_VS_HEATSHOCK_AND_LPS_STIM_MEF_DN AAK1 AFF1 ANKS1A ANTXR2 AP1S2 AP4B1 ARAP2 ARHGAP1 ARHGAP17 ARID5B ASH2L ATF2 ATG3 ATOSA ATP2B1 BCAR3 BCL3 BDKRB1 BIRC3 BNIP3 BTF3L4 C2CD2 CASP3 CCDC112 CCDC126 CCNJ CD86 CELF1 CNEP1R1 COMMD3 CXCL2 DAPP1 DBP DCLRE1B DDX1 DOLPP1 DTX4 DUSP6 DYNLL1 DYRK2 EAF2 EHD4 ELMO2 EPOP FAM117A FAM13A FBXL3 FBXO5 FGD4 FIG4 FOXN2 GFOD1 GLCE GLI3 GMCL1 GPBP1 GPBP1L1 GPR183 GRK3 GRSF1 GSAP GTF2A2 H1-1 HEATR5B IGHG1 IL10RA IMP3 INTS12 INTS7 ITSN1 KIF2A KNOP1 KTI12 KYNU LIN52 LMO2 LRRC25 LRRC42 MARCHF1 MBLAC2 MCM3AP-AS1 MEGF9 MEPCE MGAT1 MIA3 MINDY2 MIR17HG MIR3142HG MNAT1 MNT MOB3C MRPS36 MSRB1 MTMR14 MTMR4 MYC MYCL MZT1 NAA20 NADK NAIP NAMPT NBPF10 NCOA7 NDUFAF4 NDUFV2 NECAP2 NOD1 NRP2 NRROS NSL1 NT5C3A NUDT16L2P NXT1 ORC4 OXLD1 P2RY13 PACC1 PARP8 PDCD4 PDP1 PDPK1 PIGX PKNOX1 PLCXD1 PLEK PLEKHA1 PPM1K PPOX PPP1R21 PPTC7 PRKRA PRMT6 PRPSAP2 PTGER2 PTPN2 PTPN4 PTPRE PTRH2 PTX3 RAB11FIP1 RAB2B RAB9A RASA2 RBFA RBM47 RDH14 RGL1 RIOX1 RMI1 RNF125 RNF144B RNF34 RPP38 RSBN1L SELENOK SERTAD2 SETDB2 SLC25A25 SLC25A46 SLC39A6 SLC46A1 SLITRK4 SMC3 SNAPC1 SNX20 SRPK1 ST3GAL5 STARD13 STRAP SUCNR1 SUOX TANK TBRG4 TBX20 TCP1 TEX43 THOC1 TP53RK TRERF1 TRIM27 TRIM32 TRPS1 TXNL1 UBE2D1 USP46-DT WNT5B WWP1 XPO6 YARS2 YEATS2 ZC3H12C ZEB2 ZFP64 ZMYND19 ZNF232 ZNF319 ZNF485 GSE16266_LPS_VS_HEATSHOCK_AND_LPS_STIM_MEF_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16266_LPS_VS_HEATSHOCK_AND_LPS_STIM_MEF_UP ABCC3 ADAMTS1 ADCY2 AGAP1 AIG1 ALDH1L1 ANGPTL7 ANKRD46 APC2 ATM B3GAT1 BCL11A BCL2L14 BIRC3 BLK BLNK BMP8A BTK C11orf91 C19orf44 C19orf73 CALHM2 CAPN3 CASK CCDC137 CCDC88C CCR6 CD19 CD207 CD209 CD22 CD40 CD72 CD74 CD79A CD79B CD83 CD8A CD8B CDK1 CDON CENPK CERT1 CHFR CIITA CIP2A CLEC16A CLK1 CLPS CLU CPA5 CR2 CREB3L1 CRTAP CSF2RB CSN3 CST7 CTSH CXCR3 CXCR5 CXCR6 DCN DCUN1D1 DDC DHRS3 DNAJC27 DSC3 DYNLT3 ECHDC3 EHD4 EPB41L2 EVI2B FBXO16 FCER2 FCRL1 FGD2 FUOM GCC1 GCH1 GGA2 GIMAP1 GJA10 GPX5 GUCY1B1 HEMK1 HLA-DMA HLA-DOA HLA-DOB HLA-DQA1 HLA-DRB1 HMBOX1 HNRNPH2 HSD17B1 IFI30 IFT88 IGKC IL36A ILF2 IRF5 IRF8 IRX3 ITGAE JCHAIN KLF12 KLK7 KRT7 LIMD1 LMO2 LPAR1 LRP4 LTBP2 LY6D LY86 LYL1 LYZL1 MAG MEF2C MKI67 MS4A1 MYADM MYLK2 MYO1C NAPSA NFIB NKAIN1 NKG7 NPRL3 NRDC NUFIP1 ODF1 P2RX3 PAX3 PDCD7 PDK4 PKP2 PLA2G2F PLAC8 PLBD1 PLCB3 PLCG2 PLD4 PLEK POU2AF1 PPT1 PRDM9 PRKACB PTGS1 PTH RAB25 RASL10A RASSF2 RENBP RIPK2 RNF41 RUNDC3A S100A4 SCD SEPSECS SHISA2 SIX2 SLC10A6 SLC38A4 SLURP1 SNRNP27 SORL1 SOX12 SPIB SRSF5 STAU2 SULT1A1 SWAP70 SYK SYNGR2 SYPL1 SYT10 TAC1 TBXT TCEA2 TCF4 TEC TFAP2D TGFBI TIFA TMEFF2 TMEM106C TMEM51 TNFRSF13B TNFRSF13C TNFSF8 TTC30B TTC8 TXNDC17 TYMS UGT2B10 VWA8 XPO5 ZNF227 ZNF296 ZNF318 GSE16385_IFNG_TNF_VS_IL4_STIM_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16385_IFNG_TNF_VS_IL4_STIM_MACROPHAGE_DN ADAD1 ADAM10 AEN AMER1 ANGPTL7 ANXA2 ASPDH ATG9B ATPAF1 BBIP1 BCAS4 BDNF BLOC1S2 BRAF C18orf32 C1QTNF6 C7orf33 CADPS CARTPT CCDC47 CCN2 CD7 CDHR1 CENPF CEP43 CETP CFHR5 CLDN16 CLDN7 CLIC5 CMTM2 CPSF6 CPSF7 CSF2RA CSF3 CTPS2 CTSE CYP1B1-AS1 DBH-AS1 DDI1 DERL1 DKFZP434A062 DNAJC7 DRD2 DUSP19 DYNLL2 ELF1 ELOC ENSG00000223438 F2R FAM167A-AS1 FANCB FANCD2OS FBXL13 FDXR FKBPL FLACC1 FLG FLJ16779 FOXD1 FOXL1 FRAS1 GAL3ST1 GALNT15 GAS8-AS1 GHRHR GLB1L2 GOLGA1 H1-2 H1-9P H4C6 HIC1 HOXC13 HSF5 HSPA14 HUS1 HYAL4 HYDIN HYDIN2 IER5 IRF7 IRX3 ITCH ITGA8 ITPKA JPH2 KLHL24 KLRD1 KRT14 KRTAP3-1 LALBA LEPROTL1 LIMS3 LINC00028 LINC00299 LINC00905 LINC00943 LINC01555 MARCHF6 MDM2 METTL21C MICU1 MOB4 MTNR1B NACAD NALF1 NEBL NECAB1 NEDD8 NEK8 NEUROD2 NOL4L NR0B1 NR5A1 NR6A1 NSUN4 NTN5 NUMB P4HA3 PALM3 PDE1A PGK2 PIP5K1C PIP5KL1 PITPNM3 PLK1 PLXDC2 POLH POLN POU5F1P4 PPDPFL PRL PRMT8 PSMD12 RAB3A RABL3 RANBP3L RASSF5 RASSF9 RELCH RHBG RNF183 SCEL SCN10A SERPINB3 SERTAD1 SESN2 SHISA6 SHISAL2A SKIC2 SLC26A7 SLC44A1 SLC44A4 SLITRK4 SLX9 SMARCC2 SOX17 SPINT3 SPP2 SPTB SSTR2 ST6GALNAC2 ST8SIA3 STK31 SV2A TARP TECTB TGIF2LY TM7SF3 TNXB TP53RK TP53TG5 TPTE2P2 TRAF6 TRAPPC9 TROAP TRPC5OS TSPAN6 TTLL11 TUSC2 VPS37B WDR72 ZNF324 ZNF346 ZNF396 ZNF513 ZNF586 ZNF663P ZNF780B ZP2 ZSCAN22 GSE16385_IFNG_TNF_VS_IL4_STIM_MACROPHAGE_ROSIGLITAZONE_TREATED_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16385_IFNG_TNF_VS_IL4_STIM_MACROPHAGE_ROSIGLITAZONE_TREATED_DN ABHD14A ABHD6 ACOT8 ADIPOR2 AGPAT3 ARHGAP27 ATP1B3 ATP5MK ATP5PD ATP6V1A ATP6V1E1 BABAM1 BAG4 BCL10 BNIP3 BOLA3 BRK1 BTBD6 BTD C11orf58 C18orf32 C3AR1 CA11 CAMK2N1 CAP1 CAPN2 CASP1 CCDC88C CD247 CHMP2A CLPTM1L COMMD9 COX7B CPD CTBS CYBA DEF8 DGUOK DNMBP DTX3 DUSP28 ELOC ELP6 EP400P1 EPC1 FAM53B GAR1 GIMAP4 GLRX GNS GPATCH3 GRAMD2B HCLS1 HEXB HEXIM1 HMGN2 HNRNPA3P1 IFI27L2 IGF2R IGFBP7 IL32 IRF1-AS1 ISCA1 ITGB2 ITGB7 ITM2B KAT2B KIR2DS4 KIR3DL3 KLHDC8B KLHL21 LAMP1 LAMTOR2 LGR6 LINC02481 LINC02910 LINGO2 LIPT1 LPCAT1 LRPAP1 LRRC10B LSS LYN MAST3 MAT2B MED7 MGAT1 MGST3 MICOS10 MIEN1 MRPL1 MXI1 MYH9 MYL12B NDUFA1 NDUFA12 NDUFAF4 NDUFB4 NDUFB5 NDUFS7 NF2 NNMT NTAN1 NUDT1 OBI1 ONECUT2 OR1D2 OSBPL7 OST4 PAQR3 PCED1B-AS1 PCGF6 PCID2 PDCD2 PHPT1 PIF1 PLOD1 PMM1 PMS1 POP4 POP7 PPARA PPP2R5D PPP6R1 PRDM1 PRDX2 PRKCA PRKCH PRNP PRR13 PSMA2 PTPN18 PTS RAB5B RAB6A RABIF RETREG2 RHOC RNF139 RNF213 RSU1 SAP18 SCAMP3 SELENOW SERPINI1 SESN2 SFT2D1 SGPL1 SH3BGRL3 SHISA5 SKAP1 SLA SLC15A4 SLC25A19 SLC2A4RG SLC39A11 SLC39A14 SLC43A3 SMPD1 SNAPC3 SOD1 SPATS2 SRSF7 STIM1 SUPT4H1 SUSD1 TAF4 TERF1 TFIP11 TGFB1 TGFBR1 TGFBR3 THBS4 TKTL1 TMED2 TMED3 TMEM14A TMEM160 TMEM9B TOGARAM2 TSPAN31 TSPYL2 UBB UQCRFS1 URGCP USE1 WDR45 WDR47 YARS2 YKT6 YPEL2 ZEB2 ZFAND2A ZNF335 ZNF622 ZNF682 ZNHIT1 ZNHIT3 ZRSR2 GSE16385_IFNG_TNF_VS_IL4_STIM_MACROPHAGE_ROSIGLITAZONE_TREATED_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16385_IFNG_TNF_VS_IL4_STIM_MACROPHAGE_ROSIGLITAZONE_TREATED_UP ABCA8 ABCA9 ABLIM3 ACP6 ADIG AGO1 AIPL1 AK3 AKIRIN1 ALDOC AMZ2 APP AQP11 ARG1 ARG2 ARHGAP10 ARIH1 ARPC2 AUH AZIN2 B3GALNT2 B3GNT8 BRPF3 BTF3 BTG3 C1orf94 CACNA1H CAGE1 CAMK2A CAPN5 CCDC40 CCDC92 CCNB2 CCSAP CD53 CD79A CDK5R2 CEP170 CIB2 CLCA1 CLEC2D CLIC3 CNOT6L CREM CRPPA-AS1 CSPG4 CSRP2 CXCL8 CYB5R2 DAAM1 DERL3 DHRS3 DRAM2 DUSP16 EAF1 EEF2K EML1 ENDOD1 ENSG00000291065 EPSTI1 ERP29 EVA1B FAM167A FAM83H FAR2P1 FATE1 FBXO27 FBXO30 FBXO41 FCGR1BP FEZ1 FGD4 FLJ20021 FLRT2 FN3K FOXN3 FRMD7 GAB2 GRAMD1B GRIN2C GSTM1 GSTT1 GZMB HBEGF HIC1 HOXA1 HSF2 IFI16 IFNB1 IGHD IRF2BP2 IRF2BPL ITGA4 ITPKB KCNK10 KCNMB4 KIF14 KLHL30-AS1 KPNA6 KRT15 KRT6A KRT81 KRTAP4-3 LEMD1-AS1 LILRB3 LINC00461 LINC00862 LINC01561 LINC02893 LZTFL1 MACROD2-AS1 MACROH2A1 MCUB MGC16275 MIPEPP3 MRAP MYADM MYL2 NAIF1 NIPSNAP3A PCCA PCP4 PDCD1 PEAK1 PELI1 PGAM2 PIK3C2B PKIB PLEKHH2 POC1B POM121 POU2AF3 PPP1R15B PPP2R2B PTBP3 PTGER2 RAD51AP1 RASSF9 RFPL1S RILP RNF145 RPRD1A S100A7A SACS SAMSN1 SAT1 SCARB2 SFTA2 SH2B3 SH2D2A SH3PXD2A SHCBP1L SKP2 SLC26A4 SLC26A4-AS1 SMIM3 SNAI2 SNX18 SSBP3 STAP1 STX1B SUMO2 SUSD6 TAB1 TAF12 TBC1D5 TEX35 TGFBR1 TGM6 TMED8 TMEM54 TOMM20 TRAV12-2 TRBC1 TRDV2 TTLL2 UNC79 USP32 VDAC3 VDR VPREB3 YPEL3 ZC3H4 ZNF17 ZNF311 ZNF519 ZNF527 ZNF563 ZNF566 ZNF606 ZNF630 ZNF667-AS1 ZNF90 GSE16385_IFNG_TNF_VS_IL4_STIM_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16385_IFNG_TNF_VS_IL4_STIM_MACROPHAGE_UP ABCA3 ABHD12 ABI3 ACRBP AKNA AKR7A2 ALOXE3 ANKH AP2B1 AP3M2 APBB3 ARHGAP9 ATOSA ATP6AP1 ATP9B BCL2A1 BLOC1S1 BMP2K BMPR2 BMT2 BSND C2orf73 C5orf47 CAPNS1 CARMIL1 CASP6 CBLIF CCND1 CD86 CDC14A CDH16 CELF4 CEP170B CFL1 CHFR CHST15 CMTM6 CREBRF CRK CRYBG1 CSRNP1 CTSA CX3CR1 DBN1 DCAF7 DEK DENND3 DGKH DNAJB14 DOCK2 DYNC1LI2 ECE1 EFHD1 EFHD2 EIF4A2 EIF4E3 EPC1 EPHA1 ERLIN1 ESCO1 EVL EXOC7 FAM174A FBXL12 FBXO11 FBXO32 FCRLA FEM1C FHOD1 FMNL2 FOXRED2 FPR2 GDF5 GLIS2 GLUD1 GNB4 GNGT2 GOLGA1 GPATCH2L GPR26 GPRC5B GPSM3 GRAMD2B GSDMD HAVCR1 HCK HERPUD1 HIPK2 HLA-E HRH1 HRH2 HSPB7 ICOSLG IL34 IQGAP1 IRAK2 IRX5 IST1 ITCH ITPRIPL2 IVNS1ABP JARID2 KCNK6 KIF1C KRTAP21-1 LACTBL1 LCP1 LIMD1 LRIF1 MAP3K14 MARK3 MARVELD1 MBD2 MCUB MEF2C MFHAS1 MIER2 MRTFA MTMR6 MTPN MYO9A MYO9B NCKAP1L NCOA1 NR5A1 PCBP2 PCMTD1 PGGT1B PHLDB1 PIK3AP1 PIK3CD PIP5K1C PLEKHA5 PLEKHG3 POLB PPFIBP2 PPP1R18 PRDM1 PRKCB PSMB9 PTK2 PTPN6 PYCARD RAB14 RALA RBM5 RFLNA RGS19 RNF123 RNF145 RPL18A RPS6KA5 RRAS2 RTL5 RTN1 RTN4RL1 S100A6 S100PBP SCAPER SCRN1 SENP7 SIRPA SLAMF9 SLC15A4 SLC25A11 SLC34A1 SLC37A3 SLC6A3 SPICE1 SPOP SRI STARD3NL STX12 SUMF1 TAOK3 TAP1 TBC1D1 TBK1 TENT5A TES THNSL1 TMEM127 TMEM81 TNS3 TRAPPC8 TREML4 TRIM7 TUBB2A TWF2 UBAP1 UNC119B USP12 USP45 VASP VRK2 WNT11 ZBTB9 ZMYM2 ZNF516 ZSCAN5B GSE16385_IFNG_TNF_VS_ROSIGLITAZONE_STIM_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16385_IFNG_TNF_VS_ROSIGLITAZONE_STIM_MACROPHAGE_DN ABHD12B ACRV1 ACSM1 ACTN3 ADAM7 ADAP1 ALDH1A3 ANKMY1 ANKRD36BP2 AP2A1 APOL1 ASS1 ATOH7 BCAS4 C14orf178 C5orf64 C7orf33 CABLES1 CALML5 CAMKV CBLIF CCDC13-AS1 CCDC134 CCKBR CCN4 CDC6 CDK20 CFAP43 CFAP74 CLDN16 CMPK2 CMTM2 CNR2 CSF2RA DEFB123 DEFB126 DSCAM ENSG00000228919 ENTPD4 EPM2AIP1 EXO1 FAM171A2 FAM174B FBXL13 FBXL7 FEZ1 FOXD1 FRAS1 FZD4 GABRG3 GAL3ST1 GARNL3 GAS8-AS1 GATA1 GSK3A GYS2 GZMB H2AJ HNF1A HOXD3 HTRA1 IDI2-AS1 IL1A IRF1-AS1 ISG15 JPH2 KCNG2 KCNK5 KIR3DS1 KLK8 KRT8P12 KRTAP4-2 LGALS4 LINC00645 LINC00868 LINC00919 LINC00954 LINC00996 LINC01193 LINC01931 LMO7 LRTM2 LYZL6 MAGEC2 MAPK12 MAPK15 MBNL1-AS1 MC3R MCC MED15 METAP1D MRPL19 MRPL38 MYLK NACAD NALF1 NECAB1 NEDD1 NKAPL NPTX2 NR0B1 NUDT10 OASL OPALIN OR7E24 OR8B8 PABIR2 PCDHA2 PDE1A PHB1P19 PICSAR PIP PITPNA-AS1 PLA2G2D PMS2P4 PNLIPRP1 POMP POU6F1 PRR5 PTPRD PURA RAB6A RAD21-AS1 REL-DT RELT RTL8C S1PR3 SCGB1A1 SEMA3A SERPINB3 SFT2D3 SH3BGR SH3GLB2 SHISA6 SLC13A1 SLC13A2 SLC24A3-AS1 SLC27A6 SLC39A5 SLC44A1 SLC5A9 SLC6A16 SLFNL1 SOX9-AS1 SPAG17 SPAM1 SPINK13 SPRR4 SRR STAB2 SUSD4 TAB1 TBATA TBX2 TBX5 TCHH TEC TEX26-AS1 TGIF2LY TMC2 TMEM253 TMPRSS6 TPTE2P1 TRBV7-3 TREML3P TRIML1 TRPC6 TSPAN9 TSPYL5 TTTY7 TUFT1 TYR UBE2QL1 URB1-AS1 USH1G VPS37D VWA3A WBP2 XGY2 XPNPEP3 ZNF117 ZNF214 ZNF232 ZNF295-AS1 ZNF407-AS1 ZNF706 ZNF780B ZSCAN1 GSE16385_IFNG_TNF_VS_ROSIGLITAZONE_STIM_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16385_IFNG_TNF_VS_ROSIGLITAZONE_STIM_MACROPHAGE_UP AAR2 ABCB1 ACTL6B ACTL9 ADCY10 AMER3 ANKRD35 ANKRD39 ANLN AOC2 APBA1 ATIC ATP2C2 AUTS2 B3GALT2 BHMT2 BRAP BUB3 C15orf40 CACNA1G-AS1 CCDC142 CCSER1 CDC37L1 CDC42BPB CDKN2D CHD1 CHD2 CHRDL2 CKS2 CLIP2 CMTM5 CNOT4 COG1 COL5A2 CRB1 CSNK1G1 CTPS2 CX3CR1 CXCR2 DBF4 DCBLD2 DDX31 DIO1 DMRTB1 DNA2 DVL1 DVL3 EEF1A1 ELP5 EML6 ENY2 EP400 ERLEC1P1 FAM200A FAM226B FAM227B FAM236A FAM76B FANCM FCRLA FGB FNBP4 FPR2 FRAT2 GLS GRID1-AS1 GSDMD GTF2I HMGN4 HMHB1 HNRNPU HNRNPUL1 HTR1B IKBIP IMPDH1 INTS15 ITPRIPL2 JADE1 KCND3 LARP4 LINC00582 LINC00630 LINC00710 LINC01532 LINC02582 LINC02860 LINC02901 LPAR4 LRRC37A4P LRRC8E LSM12 MED10 MED21 METTL1 MLF1 MRFAP1L1 MRPL52 MSL2 NACA2 NCOA5 NDUFA4L2 NEDD9 NFYA NKD2 NOL4L NPHS2 NSD1 NSUN4 NXNL1 OR7E87P ORMDL2 OTOF OTUD3 PAFAH1B1 PAPOLA PAPOLG PAPSS1 PBDC1 PCDHGA11 PDCD7 PER3P1 PIGH PIGU PIK3R4 PLK1 PPA2 PPP2R2A PRPF18 PRR3 PSMA1 PSMC4 PSTK PTGDR PTPRA PYGO2 RAB11B RAB2B RBM15 RBM42 RPL11 RPL23AP53 SAP30BP SCN2B SELP SERBP1 SGSM3 SIK3 SIPA1L1 SIRPG SLC16A3 SLC39A1 SPSB3 SRSF10 SRSF2 STARD5 STEEP1 STK35 SYCE3 TCHP TESMIN TFEB TFG THAP1 TMEM11 TMEM272 TNFRSF10D TRAPPC13 TSHZ3 TTI2 TTLL11 TUBGCP4 U2AF2 UBE2G2 UPK3B VWF ZMYM1 ZNF155 ZNF165 ZNF17 ZNF254 ZNF271P ZNF318 ZNF398 ZNF516 ZNF565 ZNF586 GSE16385_IFNG_TNF_VS_UNSTIM_MACROPHAGE_ROSIGLITAZONE_TREATED_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16385_IFNG_TNF_VS_UNSTIM_MACROPHAGE_ROSIGLITAZONE_TREATED_DN ACTN1 ADD3 AKAP10 ALDOC ALG6 ALOX5AP ANKRD49 ANTKMT AOAH AP1G2 ARID4B ASTE1 ATG12 ATP13A1 ATP8A1 ATP8B1 AUTS2 BCL2 BCOR BTBD1 C1GALT1C1 CAB39 CAMK4 CAPN2 CCL5 CCNT2 CD248 CD28 CDH1 CDK11A CDK13 CDK17 CEBPG CEP350 CFP CHI3L2 COA1 COL18A1 COL6A3 COQ10B CREBBP CUL2 CYB5R1 DNAJB14 DOK2 EGR2 EGR3 ELK3 ELMO2 ERGIC2 EZH1 FBXL4 FLT3LG GALNT10 GMIP GOSR1 GPR18 GSK3B GZMK GZMM HBP1 HERPUD1 HOPX IGFBP2 IL23A IL27RA IL2RB IL6ST ING1 ING3 INPP4A INTS6 IRF4 ITFG1 ITPKB JMJD6 JUNB KDM6B KDM7A KIAA0232 KLF2 KLHDC4 KLHL2 KLRB1 KLRC3 KRAS LCP2 LINC00623 LRBA LTA MACO1 MAN2A2 MARK3 MBD4 MED1 MED23 MOB4 MRPS31 MTMR1 MTMR6 MTUS1 MVP MYOM2 NAB2 NDNF NELL2 NGDN NPAT NR4A2 NRIP1 NSMF NSUN5P1 NT5E OAS1 OXLD1 PARP12 PASK PCMTD2 PCSK7 PDCD4-AS1 PDE3B PIGB PIK3C2A PJA1 PLAG1 POLG2 PPM1B PPP2R5A PPP2R5E PRL PRPF3 PRPF40A PTPN4 PTPRA PTPRC RAB33A RAB3GAP1 RAB3GAP2 RAD54B RAP2C RBL2 RBM19 RBM38 RBM48 RCAN3 RIGI ROBO1 RRN3P1 S100A10 SAYSD1 SCML1 SEC24B SEMA4D SH3YL1 SIRT7 SLAMF1 SLC16A10 SLC18A2 SLC30A1 SNAPC5 SPG11 SRF ST3GAL5 STAG2 STAT1 STX16 TAX1BP1 TBC1D2B TBC1D8 TGOLN2 THUMPD1 TIAM1 TMEM204 TMEM267 TNFRSF25 TNKS TOB1 TPST2 TRAF4 TRAK2 TRBV10-2 TSPAN14 TSPYL1 TTC31 TUBA4A TXK TYW1 UBA3 USP16 VPS13B WDR26 WDR44 WDR59 ZBTB18 ZBTB24 ZFYVE16 ZNF137P ZNF200 ZNF274 ZNF623 GSE16385_IFNG_TNF_VS_UNSTIM_MACROPHAGE_ROSIGLITAZONE_TREATED_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16385_IFNG_TNF_VS_UNSTIM_MACROPHAGE_ROSIGLITAZONE_TREATED_UP ABTB2 ACAA1 ADCY7 ADGRF1 ADRM1 AIMP1 AKR1C4 ARHGEF11 ARHGEF18 ATG101 ATG4D B3GNT8 BCL7B BLZF1 BST2 BTN3A2 BUD13 C9orf85 CARD11 CBR1 CC2D1A CCDC140 CCDC28B CCDC85A CCRL2 CD274 CD70 CDC6 CDT1 CENPF CFAP206 CGN CISD2 CLCF1 COLEC11 COX20 CRTC2 CRY1 CRYBB2P1 CUL7 CXXC1P1 DAZAP1 DCAF15 DEPDC1 DEXI DOCK8-AS1 DPM2 EIF2AK2 EN1 ENSG00000255537 EPC2 EPHB2 FAAH FAM149A FAM83A FANCL FNBP4 FOXL1 GBP1 GCH1 GPN2 HECW1 HLA-C HLA-J IDNK IGHV1-69 IL10RA IL4I1 IL6ST ILF3-DT INTS12 INTS4P1 IRAG1 ISG20 KCNQ1OT1 KEL KIF26B KRBA2 KRT77 LDLR LGALS3BP LINC00607 LINC01093 LINC01097 LINC01220 LINC02372 LRRN2 LSMEM1 LY6H MAGEB3 MAN1B1-DT MAP7D1 MAX MDM2 MED10 MFAP1 MFN1 MIR100HG MIR34BHG MRM3 MRPS18C MYL12A MYO19 NDE1 NEAT1 NFKBID NFX1 NIPSNAP3B NKAPL NLRP7 NOXO1 NPHS1 NR2C2AP NUDC ODAD4 OR2M4 OXLD1 PACSIN3 PAFAH1B2 PARP10 PARP12 PATL1 PCBP1 PDXDC2P PHF12 PICART1 PLPP6 PPL PPP4R3C PRLR PSMA3 PSMD12 R3HCC1L RAB2B RAB8A RANGAP1 RASIP1 RELA REPIN1 RET REV1 RIPK1 RPA2 SAMD5 SAMD9 SAMSN1 SDSL SEMA4D SFT2D3 SLAMF7 SLC31A2 SLC34A3 SLC35A4 SLC9A1 SLCO5A1 SMAP1 SMCR8 SPECC1L SPTLC2 SRP19 SSX5 STAM STIM2 SUPT4H1 TBC1D21 TBPL1 TEX46 TMEM268 TMEM87A TNS3 TRIM33 TRNAU1AP TRPC1 TXLNA TXN UBE2B UBE2Z UQCC6 USP11 VAT1L VTI1A XKR8 XPO1 ZBTB32 ZFAND2A ZNF296 ZNF350 ZNF496 ZNF582-DT ZNRD2 GSE16385_IL4_VS_ROSIGLITAZONE_STIM_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16385_IL4_VS_ROSIGLITAZONE_STIM_MACROPHAGE_DN ABTB2 ACHE ACKR3 ADAMTS16 AIMP1 AKNAD1 ALPG ANXA2P2 APOH ARHGEF16 ATP6V1E1 ATP6V1G1 AVIL BANP BCL7B BORCS8 BRINP1 BST2 BTLA BTN2A1 BTN3A1 C2orf88 C9orf85 CATSPER3 CBR1 CCDC137 CCN4 CD274 CDCA5 CFAP95 CLDN7 CLIC1 CRX CTPS2 CYP4X1 DDX60L DEDD DEXI DLGAP1-AS1 DNAJC22 EBI3 EIF1B-AS1 ENSG00000229727 ENSG00000269289 ENSG00000280119 EXOSC3 FAM149A FBXL12 FBXO22 FGFBP1 FOXL1 FXYD6 FXYD7 GAK GTF2E1 GTF3C6 H2AC6 H3-3B HHIPL2 HLA-C HNRNPD HRCT1 HUNK IFIH1 IFNA14 IL18RAP ILF3-DT INO80B INSM2 INTS4P1 ISCU ISG20 ITGA3 KCNQ2 KIF18A KIFAP3 KIR2DS2 KLHL28 LAG3 LGALS3BP LINC00626 LINC00939 LINC01123 LINC01532 LINC02175 LLGL1 LRRC61 LRRFIP1 MAGOH2P MAIP1 MAP7D1 MARCHF11-DT MEGF10 MFAP1 MIX23P3 MRM3 MRPL18 MRPS30 MVK MYL12A MYO1G NEAT1 NEUROD1 NFE2L1 NINJ1 NIT2 NKAPL NOL7 NPFFR1 NPHS1 NR6A1 NTF4 NXPH3 OR51I1 OSBP2 PACRG PARP10 PARP6 PCYT1B PELI1 PEX3 PML POMC PPFIBP2 PPM1K PPP4R3C PRMT8 PSMA3 PSMC3IP RAB8A RANBP6 RANGAP1 RANGRF RELA REPIN1 RFPL1 RHEB RIOX1 RNF8 RPA2 RRP7A RTP4 S100A11 SEMA4D SERPINB1 SFT2D3 SHFL SLAMF7 SLC16A1-AS1 SLC31A2 SLC34A1 SLC35A4 SLC5A8 SLCO5A1 SMCR8 SQSTM1 SRP19 SSTR1 STAC3 STIM2 TAFA1 TAMALIN TBPL1 TCAP TCP11L1 TECTB TMEM119 TMEM74B TMPRSS11E TRIM3 TRIM38 TRIM6 TRIP4 TRMT10B TSGA10IP TSR2 TXN UBE2Z UNC13D UQCC6 VPS37D VRK3 XKR8 XPO1 XRCC2 YPEL5 ZBP1 ZBTB2 ZNF267 ZNF350 ZNF479 ZNF486 ZNF582-DT ZNF615 ZNF92 GSE16385_IL4_VS_ROSIGLITAZONE_STIM_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16385_IL4_VS_ROSIGLITAZONE_STIM_MACROPHAGE_UP ABCA17P ABCA6 ABCD3 ABCE1 AIFM1 AKAP9 ANGPTL4 ANKRD6 AP4S1 ARAP3 ARHGAP32 ARHGAP35 ARL4A ASIC5 ATAD2 ATXN1 B4GALT3 BCLAF1 BIRC6 BTBD7 C11orf54 C6orf136 C8orf58 CACNA1D CARS2 CCDC18 CCNB1IP1 CCNY CD109 CDC23 CDK19 CENPT CUX1 CYB5B D2HGDH DNAJB5 DNAJC3 DUT EDC3 EEF1B2 ENC1 ENSG00000215022 EPRS1 ERMARD ERMP1 ESYT1 ETF1 FAM171B FBXO3 FBXO45 FH FILIP1L FOXR2 FRMD4B GABRA5 GALNT2 GANAB GAPVD1 GFM1 GGCT GOLGA3 GOLGA8H GTF3A HLA-F-AS1 HS3ST1 HSF2 HSPA9 IARS2 IGF1R ILF3 INPP5A INSC INTS4 IQCH-AS1 IQGAP1 ISG20L2 KCTD20 KISS1R KLHL36 LINC00622 LINC00630 LTB MACF1 MARCO MATK MBTD1 MDGA2 METTL15 MEX3B MIR99AHG MLEC MRTFB MTA1 MTREX NACA NAGA NCAPD2 NDUFB8 NETO2 NMT2 NOL9 NUDT4 OXA1L P2RX7 P4HA1 PCNX1 PDSS2 PIGT PIP5K1C PJA1 PLEKHA8 PLEKHB2 PMEPA1 POLE4 POLR2G PPP3CA PRKDC PROSER3 PRPF38B PUM2 PYROXD2 RALGAPB RBAK RCAN1 RCBTB2 RDH10 REEP3 RNF125 RPL27 RPL31 RPL8 RPLP1 RPLP2 RPS13 RPS14 RPS3 RPS4X SCAI SCFD2 SCP2 SDHD SEC14L1P1 SETD6 SH3BP2 SH3YL1 SKAP2 SLC25A3 SLC38A2 SLC39A14 SMARCA2 SMARCC1 SORT1 SPCS3 SRF ST6GAL1 SUN1 TAF9B TBC1D22A TBL1XR1 TCERG1 TEP1 THOC6 TMBIM6 TMEM126A TMEM134 TMEM243 TMEM273 TPT1P8 TRIB3 TSC1 TSEN2 TSPO TSPYL1 TTC17 TTC19 TTC3 TULP4 UBE2J1 UGDH USE1 VARS1 VCL VEGFB VGLL4 VPS13B WDR3 ZMIZ1 ZMYND8 ZNF141 ZNF329 ZNF397 ZNF558 ZNF704 ZSCAN2 GSE16385_MONOCYTE_VS_12H_IFNG_TNF_TREATED_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16385_MONOCYTE_VS_12H_IFNG_TNF_TREATED_MACROPHAGE_DN ACE2 ACOX3 ADGRB1 AHCYL2 AHNAK2 AIF1 AMZ1 ANAPC4 ANXA1 APOBEC4 ARHGAP30 ARHGEF15 B3GAT2 BCAN BCL2L10 C20orf85 C6 C6orf136 CAMKMT CDC20 CDHR1 CEP162 CEP43 CEP55 CKAP2 CLMP COL16A1 COX6C CRYZL1 CSNK1D CTLA4 CTSE DBP DIPK2B DNAAF10 DNAH11 DNMT3B DNTT DPEP3 ELOVL1 EPS8L1 ERC2 FAM161A FAM25C FAM72A FBXL16 FBXO8 FCAMR FGL1 FHIP2B FILIP1L FOXI1 FPR1 GALNT9 GAS2L3 GDPD5 GMFG GOLM1 GRN HACD2 HILPDA HMMR HPF1 HPRT1 HTRA1 IAH1 IFI30 IMPG1 INSL5 ITGA7 KIF1A KIF26A KLHL30 LAMC2 LASP1 LGR5 LIPT1 LNX1 LONRF2 LORICRIN LRFN5 LRRC4 LUC7L3 MAN2A1 MFAP3L MINDY3 MORF4L1 MPEG1 MRPL24 MS4A6A MTFR2 MTPAP MYH6 MYL11 NACC2 NDUFA2 NEK7 NHLRC2 NMNAT1 NMRK1 NOCT NPC2 NQO1 NUBPL NXPH3 OGFRL1 OLFML1 OMA1 ONECUT1 OR51B2 OR51E1 P2RX2 P2RY14 PAX3 PCSK1 PDC PEX13 PHYHD1 PIGQ PILRA PKDREJ PLA2G4D PLAAT5 PLCB3 PLPPR5 PNPLA1 POGLUT2 POLR3K POM121L12 PPP1R1A PRC1 PRKAB2 PRKACB PRKRA PSMA3 PSMB4 PSRC1 PXDC1 RAB14 RAB29 RAB39B RASGRF1 RBP7 RIBC2 RITA1 RPAP2 RTRAF RWDD3 SAT1 SBDS SCAPER SCARF1 SCG2 SCN4A SDCBP2 SEC63 SENP7 SERF1A SGSH SHTN1 SLC25A20 SLC30A4 SLC35A1 SLC41A1 SLITRK1 SNX7 SOD3 SOSTDC1 SPATA9 SPCS3 SPRN SPZ1 SRP54 SUCO TACR3 TAL1 TEC TEX35 THEM4 THEMIS2 THRA TMC4 TMEM181 TMEM273 TPMT TRIB3 TRIM15 TTC3 TTC9C UNC5D UPF3B VKORC1L1 VSIG10 WDR54 WNT1 WWP1 YPEL2 ZBTB3 ZMYM3 ZNF354B GSE16385_MONOCYTE_VS_12H_IFNG_TNF_TREATED_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16385_MONOCYTE_VS_12H_IFNG_TNF_TREATED_MACROPHAGE_UP ANAPC16 APMAP APP ARAP2 ARL8A ART4 ATP1B3 ATP2A2 ATP5F1B BMP7 BPGM BTD BZW2 C6orf141 CA1 CAPZA3 CARD10 CCDC186 CD82 CDKN1C CEMIP2 CENPB CEP170 CFL1 CHMP2A CLEC4D CLPB CLTA CNTNAP1 COMT COPB2 CTNNBIP1 CYC1 CYP24A1 DDX27 DDX28 DHDDS DNAJB11 DPH5 DSTYK DTL EEIG1 EGR1 EGR2 EGR3 EID1 EID3 EIF5A EIF6 ELK3 ELK4 ELP5 EMC4 ENO2 EPB41 EVL EXOSC2 FAAH FADS2 FBXO38 FOS GALNT11 GAMT GEMIN4 GRPEL1 GTF2F2 HEYL HNRNPD HOXA7 HSP90AB1 IER3IP1 IGF2BP3 IPP IQCH ISCU ITGB1 JUNB KBTBD2 KLF13 KLF2 KLHL36 KREMEN1 L3MBTL3 LAMA1 LATS2 LDLRAD4 LDLRAP1 LGALS3BP LIPA LRIG1 LY6E LY9 LZIC MAPRE1 MCL1 MED13L MGAT2 MID1 MINDY4 MRFAP1L1 MRPL13 MRS2 MTA2 NAB2 NCOA7 NDUFAB1 NOLC1 NSMCE3 NSMCE4A NT5C NTSR2 NUBP2 PABPC4 PACSIN1 PARP1 PARP12 PCDH9 PDE12 PDK1 PLCH2 POLE3 PPARD PPDPF PPP1R14B PRAMEF8 PRR12 PSMA4 PSMB5 PSMC3 PSMD1 PTPN22 QSOX1 RAB37 RAB5IF RALA RARA RASGRP3 RBM15B RBM22 RBM4B RECQL4 RETREG1 RHBDF1 RHOA RNPEP ROPN1L RPA2 RPL36 RPLP2 RRAS2 SAFB SCML4 SDF4 SEC13 SEC24D SEPTIN9 SERP1 SHROOM1 SLC16A1 SLC24A2 SLC35F6 SMN1 SNORD104 SNRPF SOX4 SPA17 ST6GAL1 STARD9 STRIP1 STX19 TES TLE3 TLE5 TM9SF4 TMEM104 TMEM248 TMEM35A TMEM43 TOMM22 TUT1 UBE2D1 UBE2T UBOX5 UBR7 UQCC1 USP3 USP4 UTP25 VGLL3 WDR46 YBX1 YTHDF2 ZDHHC23 ZFP36 ZMYND19 ZMYND8 ZNF32 ZNF358 ZNF689 ZNF827 GSE16385_MONOCYTE_VS_12H_IL4_TREATED_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16385_MONOCYTE_VS_12H_IL4_TREATED_MACROPHAGE_DN ABCA7 ABCB9 ABCD1 ABHD8 ABI3 ACAP1 ACP3 ADAMTS10 ADIPOR1 AGER AKT1S1 ALDH2 ANKRD54 ANKS1A AP2B1 AP3D1 ARID1A ATXN2L AUH AUP1 BCL7B BFAR BORCS6 C6orf136 CACNB3 CAPZB CCDC97 CDS2 CENPT CHD4 CHRNB1 CIZ1 CLCN7 COP1 COQ8B CORO1A COTL1 CPSF7 CPT2 CTSA CYTH1 DCLK2 DDB1 DDX39B DENND4B DGAT1 DGKE DLST DNAL4 EDEM1 EGLN2 ERGIC1 ERP29 EYA3 FAM193B FAM20A FAM216A FASTK FCHO1 FEZF2 FGF8 FGFR1OP2 FHOD1 FLOT1 GALT GLA GLYR1 GNB2 GPS2 GSE1 GUCD1 HCLS1 HDAC7 HMG20B IER3IP1 IFFO1 IL27RA JOSD2 KANK3 KANSL3 KATNA1 KAZALD1 KLHL36 LASP1 LCP1 LENG1 LIPE LMAN2L LMF2 LMNB1 LRP10 LRSAM1 MAFF MAGI1 MAP3K11 MAP4K2 MAPK8IP3 MBP MDM2 MEX3D MIIP MLLT6 MND1 MOB3A MORN2 MRPL30 MRPS35 MRTFA MTA1 NAA80 NCLN NEIL1 NELFB NFKBIL1 NFRKB NIPAL3 NPM3 NRDC NUP188 OCEL1 PACSIN1 PARP6 PCYT2 PDLIM2 PELO PHRF1 PIK3R4 PIK3R5 PITPNM2 PLSCR3 POLRMT POMT1 PPP1R12C PPP1R37 PPP2CB PPP2R3A PQBP1 PRKAB2 PRKCH PRRC1 PTCD1 RAB35 RAB5C RAF1 RALGPS1 RAPGEF3 RFX1 RGL2 RHBDL1 RIN3 RNF19B RNF31 RNPEP RPS6KA4 RPS6KB2 SH2B1 SHF SIRT2 SLC25A28 SLC5A6 SNAPC4 SNRNP70 STRIP1 STRN4 STX4 STX5 SUSD6 TATDN2 TBC1D9B TBX6 TESK1 TFIP11 THBS3 THY1 TIFA TLN1 TMEM259 TMEM39A TOMM34 TRABD TRIM11 TSC22D4 TUFM UBA7 UBE2D2 UBE2Q1 UBE4B UCKL1 USP11 UTP3 VAPB WASHC1 WBP1 WHAMM XRCC1 ZBTB48 ZFAND2B ZNF384 ZNF653 ZNF777 GSE16385_MONOCYTE_VS_12H_IL4_TREATED_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16385_MONOCYTE_VS_12H_IL4_TREATED_MACROPHAGE_UP ACP3 ACSS2 ACYP1 ADCY5 AGAP2 ANXA5 ARGLU1 ARHGEF10 ARPIN ARSJ AXDND1 BMF BTBD3 C10orf90 C6orf58 CA10 CA13 CACNA1C CACNA1E CAPRIN2 CAPZA2 CASKIN1 CCDC153 CCNC CCR6 CD2 CD40 CD79A CES5A CGA CHST10 CMC2 COL6A1 COLGALT2 CPM CPSF6 CSRP1 CTF1 CTSE CTSV CYB561A3 CYFIP1 CYP26B1 CYSRT1 DDX3X DRAM1 DUSP18 DYNLT1 DYNLT5 EMP2 EPHB3 FAM205A FAM43A FBXL12 FLJ13224 FMO1 FRMPD3 FRY FUBP1 GALNTL5 GBP6 GCSH GDA GGT7 GP5 GRK3 GRM3 GRM5 GSX1 H3-5 HCRTR2 HLA-B HLA-G HMGB1 HNRNPA2B1 HPX HSD11B1 HYKK IFI27 IFI27L2 IFI30 IFNG IFT25 IKZF1 IL17RE IL18 INSL5 IQCK IRF9 ITGB3BP IVNS1ABP KCNC2 KCNJ6 KCTD7 KRT81 KRTAP4-11 KYNU LOXL1 LPAR6 MAN1A2 MAN2A1 MAST4 MDM1 METTL25B MGAT5 MIER2 MREG MZB1 NCKAP5 NECTIN3 NEK11 NEU2 NIPA1 NLRC5 NMNAT1 NOCT NUP160 OR7C1 P4HA2 PARD6B PCDH15 PCDH9 PCYT1B PHF19 PKN1 PLAC8 PPP2CA PPP6C PRELID3A PRICKLE2 PRXL2B PTCHD3 PTTG1 PYROXD2 RASGRP4 RBM45 RBP7 RCBTB2 REG1B RIIAD1 RIMKLB RLN1 RMC1 RNF208 RNF213 RPA3 RPS15A RPTN RSPH4A S1PR2 SAMD12 SCHIP1 SDC4 SHROOM4 SLC10A4 SLC30A3 SLC35B4 SLC41A1 SMOC2 SNCB SNORD123 SNX15 SOX21 SOX4 SP3 SPCS2 SPINT2 STAC2 STX1A SUB1 SYNGR2 TASOR2 TCEAL8 TGFB2 THEGL TKFC TMEM128 TMEM170A TMEM181 TMEM267 TMEM69 TMEM88 TMPRSS11F TNFSF14 TRIP10 TRIQK TSHR TSPO UBE2N UGT2B10 UQCRQ USF1 USP18 USPL1 VANGL1 VPS13C YES1 ZBED6 ZCCHC8 ZNF280D GSE16385_MONOCYTE_VS_12H_ROSIGLITAZONE_IFNG_TNF_TREATED_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16385_MONOCYTE_VS_12H_ROSIGLITAZONE_IFNG_TNF_TREATED_MACROPHAGE_DN ABCC1 AIG1 AKAP1 AKAP12 AKIRIN1 ALDH18A1 AMPD1 ARHGAP31 ASH2L ATP5MF B2M B4GALNT1 BEND3 BID BMP7 BORCS5 BPNT1 BTF3 C1orf21 CARD6 CARMIL1 CCDC43 CD34 CD5 CECR2 CHAMP1 CHIC2 CMPK1 CNTNAP2 COIL COP1 COPB2 CPSF2 CRYBG1 CTDP1 CTXN1 DAD1 DDX21 DNAJB11 DNAJB2 DNMT3A E2F1 EEA1 EEIG1 EGLN3 EHD3 EHD4 EIF2B5 ELK4 ELL2 EMC6 ERC1 ETF1 EVL FBL FBLN2 FBXO21 FBXO45 FGFBP3 FTL G3BP1 GAK GARS1 GET3 GNB1 GNPDA1 GPATCH2L GRAMD2B GSR HNRNPA0 IER5 IFIH1 IGF2BP3 IRAK3 ISY1 KLF2 L3MBTL3 LEO1 LITAF LRRC8D LUZP1 LYSMD2 MAP2K6 MAPRE2 MGAT2 MID1 MIEF2 MMGT1 MRPL11 MRPL54 MYBL1 MYO18A MYO7A NAV2 NCOA7 NDFIP1 NDUFB5 NDUFB7 NFIL3 NOLC1 NOTCH3 NRBF2 NRP1 NSMCE4A NSUN2 NUBP2 ODC1 P2RY12 P3H4 PABPC4 PAK1 PDK3 PDZD11 PGD PGM1 PHACTR2 PLOD2 PMEPA1 POLR2F POLR2M PPAT PPM1D PPP1R2P1 PPP2CA PPP3CA PPP4R2 PRKCH PSMC5 PTPN22 RAB19 RAMP3 RHOA RIPOR2 RNF149 RNPEP RPS6KA6 RRP15 RTN4 RTP4 SCAMP1 SDAD1 SDHC SEC13 SERTAD4 SH3GL3 SIAH1 SLAIN1 SLC22A2 SLC25A51 SLC25A6 SLC35B1 SLC46A3 SLC9A9 SMAD3 SMAD7 SPATA13 SPRING1 SRSF12 SS18 ST8SIA1 STAT1 STK4 SUCLG1 SUPT4H1 TBL1X TENT5C TES THAP12 TLE1 TLE4 TMEM248 TNK2 TOMM7 TOR3A TPD52L2 TRIM26 TRMT44 TRMT6 TSC22D3 TSHZ1 TSPAN31 TSPYL4 TSR1 TUBA4A TWNK TXNL4B UBE2J1 UBE2T WDR18 YBX3 YTHDF2 ZC3H14 ZDHHC9 ZFP36L2 ZMYND8 ZNF518B ZNF652 ZNF827 ZPR1 ZSCAN20 GSE16385_MONOCYTE_VS_12H_ROSIGLITAZONE_IFNG_TNF_TREATED_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16385_MONOCYTE_VS_12H_ROSIGLITAZONE_IFNG_TNF_TREATED_MACROPHAGE_UP AAMDC AARD ABHD1 ABHD6 ACBD6 ADAM8 AIMP1 AKNA AKT1S1 AMBP ARMC7 ASB6 ASIP ATP2B4 AURKB AVPI1 BACH2 BLOC1S5 BUD13 C1QTNF12 C5orf15 CADM2 CANT1 CARD6 CCDC86 CDC27 CDKN2C CEP19 CFAP251 CLDN10 CLEC12B CMPK1 CNIH4 COP1 COX4I1 CRTC3 CTNNBIP1 DAGLB DGAT1 DLGAP2 DMTN DNAJC3 DPH1 DSTYK DZIP1 EGLN2 EGR1 EGR2 EGR3 ELK4 ELP6 ENC1 ERI3 ERLEC1 ESCO2 EXOC7 F12 FAF1 FAM118A FGD1 FHIT FN3KRP FOS FSTL4 GALM GBA2 GLIPR1 GM2A GPX8 GTF2F2 GTPBP1 HCLS1 HPGD HS3ST3B1 HSD17B11 HSD17B4 HSF1 IER3IP1 IFFO1 IL17RA IMMP1L INSIG2 IRS2 ISY1 ITGAE ITGAM JOSD2 JUNB KATNA1 KAZALD1 KCNMB4 KCNS1 KCTD17 KDM4A KIF1B KIT KLC1 KRTAP8-1 LENG1 LENG9 LMNA LONP1 LYRM7 MADD MAGI1 MAT2B MBD6 MED11 MORF4L2 MPL MPZL2 MRPS10 MRPS16 MRPS35 MTCL1 MYOZ2 NCOA7 NEIL3 NEK7 NOL9 NONO NOP53 NPRL3 NPTX1 NPTX2 NUDT7 OCRL ORC3 OTULIN PABPC4 PACSIN1 PAK6 PCDHAC1 PDE7B PGM1 PHF21A PIK3CD PLEKHG3 PMVK PPP1R14C PPP1R1B PQBP1 PROP1 PSKH1 PSMA2 PSMB3 PWWP2B RBKS RCC1 RELB RIN3 RNF31 RNPEP RPL24 RPS23 SAMHD1 SEMA3G SENP3 SFTPB SLC35D1 SLC35F1 SLC39A13 SLC39A3 SLU7 SMIM17 SMKR1 SMYD2 SNHG12 SSC4D SUMO3 SURF6 TADA3 TANGO6 TARS1 TBC1D22B TBC1D9B TBX21 TCF19 THBS3 THUMPD2 TMUB1 TNFRSF1A TOR4A TRABD TRAK1 UBE2T UCKL1 UQCRHL USB1 USP10 VWC2 WDR46 WHAMM WNT5B ZBTB26 ZBTB9 ZFAND3 ZPR1 GSE16385_MONOCYTE_VS_12H_ROSIGLITAZONE_IL4_TREATED_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16385_MONOCYTE_VS_12H_ROSIGLITAZONE_IL4_TREATED_MACROPHAGE_DN ACAA1 ADIPOR1 ADORA2A AIM2 ALDH18A1 AMPD1 AMZ1 AP2B1 ARF3 ARFIP2 ARL4C ARPC4 ARSJ ASH2L ASS1 ATXN7L3 B4GALNT1 BAHCC1 BCL9 BPNT1 C1orf21 CAB39 CAPG CAPN10 CARD6 CBX8 CCDC43 CCDC71 CCL25 CCR7 CD37 CD9 CDK13 CDKAL1 CDKL1 CECR2 CHST11 CMPK1 CRYBG1 CSDE1 CTPS2 CTXN1 CYTH1 DDOST DDX21 DECR2 DGKQ DNAJB11 DSTN DUSP10 DUSP22 E2F4 EEIG1 EIF1B EIF2AK3 EIF4A1 ELF2 ELF4 ELK4 ELOVL5 EMC4 ETF1 EXOC6B FAAH FBL FBXL3 FRG1 GAK GALNT6 GKAP1 GM2A GNB1 GNGT2 GPATCH2L GPR171 GRB2 GTF2H3 HILPDA HIPK1 HM13 HMGB1 HNRNPU IFNGR1 IFNGR2 IL12RB1 ITFG2 ITGAE JUNB KIF13A KLHL42 KLK8 LAMC1 LEF1 LENG8 LIG3 LMNB1 LRRC41 LSM2 LYRM4 MAPK6 MEF2D METRN MGAT2 MIEF2 MOCS3 MYB NAA40 NARF NBR1 NCOA7 NCSTN NDRG3 NOTCH3 NPR2 NTN1 OST4 OTUB1 PABPC4 PAFAH1B1 PAK1 PARP3 PCGF1 PCGF5 PDZD11 PFN1 PIK3IP1 PLAA PLEKHN1 PNLDC1 PPP1R18 PPP3CA PPP4R3A PRAMEF8 PRCC PRCP PRKCH PSAP PSMB5 PSME3 PTPN9 QRICH1 RAB12 RAD23B RASSF2 RBMS2 RCC2 RGS3 RHOA RNF167 SAFB SAR1A SERTAD4 SIDT1 SIGMAR1 SLAIN1 SLC25A17 SLC25A51 SLC31A2 SLC35C1 SLC37A3 SLC9A9 SMAD3 SPRING1 SQSTM1 SRSF9 SS18 ST6GAL1 STARD5 STK25 STK35 TCEAL1 TGIF1 TLE1 TM4SF20 TMEM106C TMEM248 TMEM38A TMEM39B TOX TP53 TP53RK TRAF6 TRMT44 TSC22D3 TSPAN31 TTC5 TWNK UBE2Z UGCG UNKL UQCRFS1 UTP15 VANGL2 ZBTB21 ZC3H14 ZDHHC5 ZDHHC9 ZNF146 ZNF169 ZNF827 GSE16385_MONOCYTE_VS_12H_ROSIGLITAZONE_IL4_TREATED_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16385_MONOCYTE_VS_12H_ROSIGLITAZONE_IL4_TREATED_MACROPHAGE_UP A4GNT ABCG1 ABI2 ABRACL ARAP2 ARHGAP29 ARMC2 ATOH1 ATP5MC3 ATP5MG ATP6V0C BCOR BOC BRD3 C21orf91 CACNA2D2 CADPS2 CASP8AP2 CCDC38 CCDC88A CCT6A CEMIP2 CETN3 CHAMP1 CHIA CHURC1 CISD1 CMC2 CNOT6 COX7A2 COX7B2 CPNE5 CSF2RB CSTB CTDP1 CWC15 CYB5R4 DAD1 DCN DDX18 DDX3X DEPP1 DIAPH3 DNAJC15 DR1 DUSP4 DUT DZANK1 E2F5 EFR3A EFTUD2 EHD2 EHD3 EIF1AX EIF3B EIF3E EIF5B ELAVL4 EXOC4 FABP5 FAM162A FAM83G FBXO8 FIBIN GANC GAPVD1 GAS2L3 GCSH GRIN3B GRPEL1 GSX2 GTF2H5 HAO1 HAS2 HCCS HLF HNRNPA0 HNRNPK IER5 IGF1R IKZF1 IL22RA2 IRX2 JAK1 KIF26B KRIT1 KRR1 L3MBTL3 LAMTOR1 LCOR LORICRIN LRRC3B MAB21L2 MAGI3 MAGOH MAT2A MED13L MED18 MED30 MFAP3 MIA3 MICOS10 MID1 MPC2 MRPS28 MZT1 NAPB NBEAL1 NDUFA2 NDUFAF8 NDUFB11 NDUFB3 NDUFB5 NDUFB6 NDUFB8 NDUFC1 NHLRC2 NHP2 NOL7 NPHS2 NUDT21 OLIG3 OSTC PDGFD PDK1 PNO1 PODXL2 POLDIP3 POLE3 POLR1F POLR2H PPIA PSMA6 PSMD6 PSMG4 PTPRE RABGAP1L RAD1 RAP1B RBM12 RBM15B RHOF RNF182 ROMO1 RPL31 RPL36A RPP25 RPS26 RRAGD RRP15 RRS1 SEC23B SEMA3E SEPTIN10 SLC25A15 SLC35G6 SLC4A7 SMIM5 SON SORL1 SPECC1L SPIN4 SRP9 SSR2 STK4 SUFU SYDE2 SYP SYT11 TAFA3 TDO2 TEX38 THEMIS TIRAP TMA7 TMED7 TMEM150B TMEM41A TMEM45A TMEM60 TMPRSS5 TPBG TRAPPC10 TRMT6 TTC14 UBE2F UCN UGT2A3 UNG UQCR11 UROC1 USP36 VAMP7 YOD1 ZFP64 ZFPM1 ZNF287 ZNF560 ZNF841 ZSCAN20 GSE16385_MONOCYTE_VS_12H_ROSIGLITAZONE_TREATED_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16385_MONOCYTE_VS_12H_ROSIGLITAZONE_TREATED_MACROPHAGE_DN ABCE1 ADAM9 AHCYL2 AHR AKIRIN1 ALDH2 ANKRD46 ASNSD1 ATG12 B2M BID BPNT2 C1orf122 C4orf46 CACNB3 CANX CCDC171 CCDC32 CCT8 CD164 CD34 CHCHD1 CHGB CLCN3 COA5 COIL COX15 CPSF2 CS CTU1 DCPS DDX27 DDX28 DNAAF10 DPAGT1 DPF2 DR1 EFL1 EID1 EIF4H EMC6 ERP29 FAM117B FAM133B FAM168B FAM199X FAM216A FGFR1OP2 FIP1L1 FKBPL GFER GGPS1 GLE1 GMCL1 GNAI3 GOSR2 GTF3C4 GUCY1B1 GYG1 H2BC13 HASPIN HAUS2 HDAC2 HILPDA HMGB3 HOOK2 IER3IP1 IER5 IWS1 KLF10 KLHL7 KNSTRN KPNA4 LIG4 LSM14A MACIR MAIP1 MBP MCFD2 MED14 MRM2 MRPL44 MRPL45 MRPL49 MRPL9 MRPS15 MRPS27 MRPS6 MZT1 NAA30 NANP NATD1 NEU3 NHLRC2 NIPSNAP3A NKAP NOP16 NUP58 OLA1 PAPSS1 PARP16 PCGF6 PDGFD PDHX PDRG1 PDZD11 PFDN5 PGAM5 PIK3IP1 PITHD1 PNO1 POLR2F PPIL4 PPRC1 PPWD1 PRKRA PRKRIP1 PRXL2A PSME2 PSRC1 PTTG1IP RAB9A RABL3 RAD1 RAG1 RBM48 RBPJ RCAN1 RDX RIPOR2 RMND5A RNF114 RNPEP RPL22 RPLP0 RPRD2 RPS4X RPS9 RRP36 RUNDC3B SAP30BP SARS2 SELENOI SEPTIN10 SGPL1 SLC16A1 SLC36A4 SMAD4 SNX1 SPTSSA SURF6 TAB2 TARS1 TENT5C TERF2IP TFAM THAP11 TIFA TIMM10 TIMM22 TIMM29 TMED7 TMX4 TNPO3 TOR3A TP53INP1 TRIAP1 TRIM23 TRIM59 TRIP4 TRMT6 TSEN34 TSGA10 TSHZ1 TUBG1 TXNL4B UBE2D2 UBR7 UEVLD UFD1 UFM1 UTP4 UTP6 VCPIP1 VPS4A WDR76 WDR82 XRN2 YAF2 YBX1 YY1 ZBTB14 ZBTB26 ZBTB44 ZBTB45 ZBTB8A ZDHHC20 ZNF146 ZNF777 ZSWIM1 GSE16385_MONOCYTE_VS_12H_ROSIGLITAZONE_TREATED_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16385_MONOCYTE_VS_12H_ROSIGLITAZONE_TREATED_MACROPHAGE_UP ADAMTSL2 AKR1B1 AKR1D1 ANKRD7 APEX1 AQP9 ARAP2 ARFGEF3 ATAD3A ATP5F1C ATP5ME ATPAF2 BIRC3 BNIP3L BOK BPGM BZW2 CA1 CARD10 CASKIN1 CCNJL CEMIP2 CENPN CFI CHRNA6 CLIP1 CMC2 CNGA4 CNOT6 COA6 COL8A1 COPB2 COPS6 COX7B2 CPA5 CPD CSF3 CWC22 CXorf58 CYB5R2 CYP4B1 DDX3X DDX54 DIS3L2 DLX4 DOCK1 DPT DUSP18 DZIP1 E2F5 EHD2 EIF3E EPHA5 EPRS1 ETFA EVI5 FANK1 FGL1 FLJ13224 FMO1 FRMPD3 G6PC1 GABRB1 GABRG3 GAPVD1 GART GCSH GGT5 GLG1 GLYCTK GPC5 GPD2 GPRC5A GRM5 GRPEL1 GTF2H5 HEATR1 HOXB3 HOXC8 HPRT1 HSD17B1 HTRA3 IDH3A IGFBP5 IL17RE IL18 IQSEC2 JAGN1 JAM2 KCNJ11 KIF24 KRIT1 KYAT3 LACC1 LAGE3 LRRC19 LRRC56 LRRTM4 LSM3 LSM4 LYPLAL1 MARCHF3 MAST4 MEOX1 METTL2B MFAP3 MID1 MIR1915HG MREG MRPL13 MRPL15 MRPL20 MTDH NANP NAP1L3 NAP1L5 NCKAP5 NDUFA12 NDUFA2 NDUFB11 NDUFB8 NOL7 NPHS2 NRIP1 NRSN1 NUDT21 OR7C1 OSCAR PAN3 PCDH9 PDHB PEX7 PGK1 PIWIL1 PNO1 POLR1F POM121L2 POU5F2 PPM1B PROM1 PUM3 RAB3A RANBP3L RAPGEF6 RASGRP3 RBM20 RLN1 RPL12 RPL23 RPL37A RPP30 RPS27L RPTN RTRAF SAP18 SCML2 SDC2 SEC61B SEPTIN10 SHROOM4 SLC17A3 SLC1A2 SLC34A2 SLC39A12 SLC6A18 SLC6A20 SLFN12L SMIM11 SMIM15 SNRPF SNX29 SPARC SPEG STARD6 STARD9 STEEP1 SYNJ2BP SYNPR TASOR2 TFB2M TGFB2 TMC1 TMEM167A TOMM7 TRAPPC6B TSPAN32 UBE2F UNC5C UQCR10 UQCRC2 URGCP URI1 USP53 VWC2L WEE1 ZDHHC20 ZNF292 ZNF420 ZNF493 ZNHIT3 GSE16385_MONOCYTE_VS_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16385_MONOCYTE_VS_MACROPHAGE_DN ABCA5 ACER3 ACYP2 AGFG2 AIF1L ALDH5A1 ALPL AMMECR1L ANKUB1 ART3 ASB14 ASB4 ASPRV1 ATP5ME ATXN7L3B AZIN2 B3GAT2 BDNF BLTP3B BRINP1 C2CD5 C3orf18 C6 CA7 CADPS2 CAPN6 CCAR1 CCDC3 CCSER1 CD302 CD52 CDC20 CDH26 CDKL3 CEMIP2 CHODL CLDN18 CLXN CNGA2 CNOT6L COL4A1 COX6C COX7A2 CPA2 CREB1 CSDC2 CSNK2A2 CTNND2 CTSE CTTN CWC22 CXCL13 CYP3A4 DDX3X DEPP1 DNAH12 DRGX DUOXA2 DYNLT1 DZANK1 DZIP3 EDIL3 ELAVL2 ENDOU EPHA7 EQTN F8A1 FANCD2OS FBLN1 FEN1 FIBIN FOXO3 FOXP1 GABRB2 GAPVD1 GCFC2 GJD2 GML GP1BB GRIA2 GSX2 H2BC18 HLF HSD11B1 IGF2BP2 IL17RE IL22RA2 INSL5 ITGA6 ITGB1BP2 KALRN KCNN2 KCTD18 KIAA1549L KRTAP19-3 LAMTOR5 LNX1 LRATD1 LRRC3B LRRC69 LSAMP LYRM9 MAP3K2 MARCHF11 MARF1 MAT2A MBD5 MBNL2 MEF2C MFAP1 MFAP3 MGAT5 MMP16 MMUT MN1 MPEG1 MRPL20 MRPL33 MS4A18 MTM1 MYCBP2 MYOD1 MYRIP NAALADL2 NAV1 NCAM2 NDUFA2 NDUFB11 NDUFB3 NIPBL NIPSNAP3B NMNAT1 NMNAT2 NOCT NQO1 NTHL1 NUDT12 OCA2 OPRM1 OTOS OXGR1 PAN3 PEX11A PGK1 PHIP PIWIL1 PLPPR4 PNMT PPP4R4 PPTC7 PRKACB PSMA5 PTAFR PTPRE RAB39B RAB3GAP1 RASGRP3 RBP7 RGMB RIC3 RPF2 RPL26 SEMA3E SERF1A SERPINI2 SLC25A14 SLC26A7 SLC35D2 SNRPD2 SON SPATA48 SPRR2A SRP19 ST18 STEAP1 SYN2 SYNJ2BP SYTL4 TBC1D32 TERB1 TEX38 THSD1 TIAM2 TLR3 TMEM181 TMEM45A TMPRSS2 TRABD2B TREM1 TRIL TRIM60 TRPC1 TSPAN32 TTC32 UBN2 USP53 WASHC4 WNT1 XRCC4 ZNF292 GSE16385_MONOCYTE_VS_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16385_MONOCYTE_VS_MACROPHAGE_UP ACTR3B AFAP1L1 AFF2 AIM2 ANAPC16 APOA4 ARL2BP ARSJ ASPA AVEN BACH2 BCL7B BEX2 BFSP1 C16orf92 C1QTNF12 CALML4 CAMK2B CAPS2 CCDC172 CCNE1 CD248 CD53 CDKL1 CFAP68 CHURC1 CLDN14 CMPK1 CNIH2 CPNE4 CPNE5 CPXM1 CRADD CREB3L1 CREBL2 CRTAC1 CSN2 CTSB CYLC1 CYSTM1 DCTN4 DELE1 DNAJC3 DPH1 DSTYK DUSP19 DYNC2I2 DZIP1 EHD3 EI24 EIF3E ELK4 ENC1 ENDOV ENOX2 EQTN ESR2 EXOC6 FABP7 FAM241B FAM50A FBXO2 FBXO46 FCGRT FGF3 FHIT FTO GALNT6 GJC2 GLIPR1 GM2A GMPPA GNGT2 GPCPD1 GPR180 GPRC5B GPS1 GPT2 HINT3 HLA-DOA ICOS IGSF23 IL13RA2 ISCU KATNB1 KIAA1143 KLHL11 KLHL12 LARGE1 LARS2 LFNG LMLN LRRC15 LYRM4 MAT2B MECR MOG MORF4L2 MPZL2 MRTO4 NAB2 NCKAP1L NCOA4 NCOA7 NDRG3 NDUFS2 NEIL3 NINJ2 NIPSNAP2 NMI NNT NOVA1 NSUN4 NUDT7 OCIAD1 OTULINL PABPC4 PADI6 PDCD2 PDF PDIA4 PEF1 PGAP3 PLEKHH2 PPP2R2D PRELID3B PSEN2 PSMB3 PUM3 RAMP3 RANBP17 RCC1 RDH10 RDH12 RGS10 ROS1 RPL3L RRP1B RSPH6A SAMHD1 SAPCD1 SAR1B SERTAD4 SGIP1 SH3BGRL SH3BP5 SHOC2 SKP1 SLC2A6 SLC35D1 SLC7A5 SMAD7 SMCO4 SMIM19 SOD2 SORCS2 SOX1 SPATA3 SPC25 SRBD1 SRP54 SRR SRRM4 STAP1 STAR STK11IP SYNJ2 SYTL3 TANGO6 TCEAL1 TDRD1 TIE1 TMEM167B TMEM71 TMUB2 TNFRSF11B TNNI3 TOMM6 TPGS2 TPRG1L TREX1 TSACC TWNK UCMA UQCC3 USB1 USP10 UTP15 WDFY1 WEE2 YIPF3 YPEL4 ZBTB3 ZC3H12C ZCCHC12 ZNF212 ZNF354C ZNF414 ZNF679 ZNRD2 GSE16385_ROSIGLITAZONE_IFNG_TNF_VS_IL4_STIM_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16385_ROSIGLITAZONE_IFNG_TNF_VS_IL4_STIM_MACROPHAGE_DN ACOX1 AKR1B1 ALDH6A1 AMMECR1L ANKRD10 ANKRD12 APPL2 ARL15 ASAH2 ASPG ATP6AP2 BBS10 BBS4 BBS9 C5orf24 CA1 CCDC28A CCDC66 CCDC90B CCDC91 CD14 CDC42BPG CDCA7L CDIN1 CERS4 CHST11 CLEC1B CLU CNEP1R1 CNKSR3 COL4A3 COL5A3 CREB3L2 CRYZ CRYZL1 CS CSGALNACT1 CUTC DCAF17 DEPTOR DIAPH2 DLG1 DMAC2L DMKN DNAJA2 DOCK5 DRAM1 DTX3 DYM E2F5 EHD1 EOLA1 EPC1 EPHA8 EREG ERMARD FAH FAM171A1 FASLG FBXO16 FNTA FRA10AC1 GALC GALM GGNBP2 GJA1 GMFG GNAI3 GNL2 GPD1L GPRASP1 GPRASP3 GRAMD2B GRK5 GTDC1 GUCY2D H3C7 HPSE HRG HSPA4L IFIH1 IGF2BP1 IK IQGAP1 JARID2 KBTBD4 KCTD4 KLHDC2 KLHL12 LAMTOR3 LARP4B LNX1 LTBP3 LTF LZTR1 MAP4K3 MAPK1 MAPK8 MCF2L MEGF9 METTL6 METTL7A MFSD14A MID1 MMP24 MORC3 MORF4L1 MPP1 MSR1 MTF1 MZT2B NDST2 NHERF4 NIN NKRF NOL12 NUP43 OGA ORC5 OSTC OTOS P2RX1 PECR PELI2 PIP5K1B POLR2G PORCN POT1 PPP1CC PPP2R5A PRRT3 PRSS45P PRTN3 PRXL2A PTGIR PTGR1 RABEP2 RAD17 RAPGEF2 RASGEF1C RASGRP2 RBBP4 RCOR3 RIMOC1 RNF113A RNF14 RPIA RPRD2 SASH1 SCARF1 SCFD1 SCN2A SCP2 SECISBP2 SELENOS SEPHS2 SERPINB1 SESTD1 SETDB2 SGCE SHISA4 SHROOM4 SLC18A2 SLC24A3 SLC2A9 SLC30A6 SLC6A12 SLCO3A1 SNIP1 SNX31 SON SPRY2 SRP54 SUSD1 TAMALIN TBCE TF THNSL1 TMEM252 TNFAIP2 TNFAIP6 TNFRSF21 TNNI3 TPP1 TRDMT1 TTC30B TXNDC17 UBXN2A UNC45A UQCRC2 UTP11 VDAC3 WDR43 WDR7 WDR75 XBP1 XCL1 ZNF330 ZNF469 ZNF518A GSE16385_ROSIGLITAZONE_IFNG_TNF_VS_IL4_STIM_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16385_ROSIGLITAZONE_IFNG_TNF_VS_IL4_STIM_MACROPHAGE_UP AAMDC ADAMTS15 ADAMTS9 ADCY1 ADIPOR1 ADO ADRB2 AGGF1 AMZ1 AOC3 AQP8 ARHGAP30 ARL4C ARL5B ARRDC4 ASAP2 B3GAT2 BCL2L10 BMP7 C2orf88 C5orf47 C6 CBX8 CCDC122 CCL4 CD274 CD28 CD302 CD5 CD69 CDK5R1 CDKAL1 CHD5 CHL1 CLDN11 CLK1 COQ10B CREB3 CTLA4 CTPS1 CYTIP DDX3X DGKQ DNAJA1 DNAJB1 DNAJB11 DNAJC16 DUSP1 DUSP19 DUSP2 DUSP5 E2F4 EEIG1 EGR1 EGR2 EMC4 ERO1B ETF1 ETV3 FAM229B FASTKD5 FBXO8 FGF10 FILIP1L FKBP1B FOS FOSB FRMD4B G6PC2 GABRB1 GALNT13 GDA GEM GFI1 GIMAP6 GPR171 GPR183 GPR65 GRAMD2B GRIN2B GTPBP8 HCRTR2 HMGCLL1 HMGXB3 HSD11B1 HSPA5 HSPD1 IER2 IKZF2 IRAK3 ITPKB ITPRIP IYD JUNB KBTBD2 KIF13A KYNU LGR5 LNX1 LRFN3 LRRN1 LRRTM2 LUM MAFF MAP3K8 MAPK6 MATN1 MGAT2 MIDEAS MIEF2 MLLT11 MS4A2 MYB NABP1 NDUFA2 NEFL NFKBID NFKBIZ NOS1 NPR2 NR4A1 NUFIP1 ODAM OPRM1 ORAI1 P2RY14 PER1 PHACTR2 PHF6 PILRB PIM3 PLEKHG1 PLEKHH1 PLIN2 PLK3 PNLDC1 PNPLA1 PNRC1 PPP1R11 PPP1R15A PPP1R15B PREX2 PRKAB2 PRKX PSME3 PTGER2 PTGER4 RAB19 RALYL RBM18 RILPL2 RLIM RPF2 S100A16 SBDS SCGB3A2 SEC63 SERPINA7 SNUPN SNX18 SPNS2 SPRR2A SRA1 SRF SRFBP1 SRGN STK17B SUPT4H1 SUV39H2 TAMALIN TFRC TGIF1 TLE1 TM2D2 TM2D3 TMEM41B TNFAIP3 TOB2 TP53INP2 TRAM2 TRIB1 TRIM15 TRIQK TSC22D1 TTC19 TTC29 UBTD1 VAMP3 VGLL2 WNT1 XIST ZDHHC9 ZFP36 ZFP36L1 ZFP36L2 ZMYND8 ZNF354B ZNF622 ZNF655 ZNG1B GSE16385_ROSIGLITAZONE_IL4_VS_IFNG_TNF_STIM_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16385_ROSIGLITAZONE_IL4_VS_IFNG_TNF_STIM_MACROPHAGE_DN ACACB ACADL ADGRG2 AKAP5 ALDH1A1 ALDH1B1 ANKRD6 ANOS1 ASB13 ASB9 ATG10 ATN1 ATP2B2 ATRNL1 ATXN8OS AUNIP BCL2A1 BMAL2 BST1 BTG4 CAV1 CAVIN1 CCHCR1 CCNYL7 CD160 CDC42EP4 CDH11 CHRNB3 CLDN10 CLEC11A CLIC4 CRISPLD2 CTSG DCBLD2 DCN DHRS11 DHX32 DNAI4 DNAI7 DNM3 DOCK1 DPEP2 DPYD DRAM1 EDAR EDDM3A EFEMP1 EFNA5 EHD2 ELK3 EN2 ENGASE EPHA1 ERI2 ERI3 ESR1 ESRP1 F2RL1 FABP7 FLT1 FNDC8 GIMAP4 GJA1 GLDC GNA14 GNAQ GNAT2 GRM6 GSTM2 GUCY1B1 HAND1 HAUS5 HCRT HFE HHLA1 HJURP HOPX HOXD1 HPGDS HPX IGLJ3 IL12B IL12RB2 IL1B INSL5 ITGA5 JAM2 KCNMB1 KIR3DL3 LCP2 LEPR LGALS14 LINC02981 LLGL1 LRP4 LRRC49 LRRN3 MACROH2A1 MAOB MEFV MMP2 MS4A1 MTCP1 MTMR7 NBL1 NCR1 NELL2 NEUROD4 NGFR NOS1AP NR1H4 NR6A1 NTRK2 NTRK3 OGFRL1 OPA1 OR2B2 OR7A5 PAK4 PAM PEX5L PFKFB1 PIPOX PJA1 PLA2G5 PLD1 PLIN1 PLLP PLPPR1 PPME1 PPP2R3A PRKG2 PRL PRPH2 PRSS3 PRSS8 PSG7 PTCH2 RAB33A RAD51AP1 RASSF7 RHAG RNF208 RNF39 RPL36A RPS29 RYR3 SAP30L-AS1 SAYSD1 SCD SCRG1 SELP SFRP1 SHC3 SKA1 SLC13A3 SLC38A4 SLC39A9 SLIT2 SMARCD1 SMR3B SOAT2 SOCS6 SOX30 SPAG5 SPART SPINK2 SPRY4 STAB1 STAT4 SULT1C2 SYNDIG1 TARP TBC1D29P TEK TMEM53 TMEM8B TNIP3 TOP3B TP63 TPH1 TRA2A TRPC1 TRPM3 TSBP1 TSPAN32 UGT2B15 UNC45A VWA5A WDR11 ZC2HC1C ZIC4 ZNF507 ZNF747 ZNF835 ZPBP ZSCAN31 GSE16385_ROSIGLITAZONE_IL4_VS_IFNG_TNF_STIM_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16385_ROSIGLITAZONE_IL4_VS_IFNG_TNF_STIM_MACROPHAGE_UP ABCB1 ABCC10 ACTN1 ACVR1 ADD3 ALDH5A1 ALDOC ALMS1 ANKRA2 ANKRD55 AP1G2 AP5Z1 ARID4B ASXL1 ATF1 ATF7IP BACH2 BAG3 BANP BCL2A1 BIRC2 BTN2A1 BTN3A3 CAB39 CAMK4 CCNT2 CCR7 CCR9 CD40LG CD5 CDK17 CEMIP2 CEP170 CFP CHD7 CHMP7 CLDN1 CLEC16A CLEC2D COL6A3 COQ10B CREBBP DDX60 DENND2D DNAJB14 DOCK10 DPEP2 DUSP4 DYRK2 DZIP3 EDAR EGR2 ERBIN FBXL4 FLT3LG FYN GALNT10 GBP1 GCC2 GCH1 GIMAP4 GNA14 GOSR1 GPR18 GPR183 GVINP1 GZMA HAGH HAUS3 HBP1 HCP5 HERPUD1 HIVEP1 HSPA1L HTR2B ID2 IDS IFI44L IL23A IL2RB IL6R IL6ST ING3 INPP5F ISG20 JAK1 JRKL KDM2A KDM4B KDM5A KLF10 KLF2 KRAS KRBOX4 LRRC8B LRRN3 LTA LTN1 MAML1 MAN2A2 MARK3 MED23 MICAL1 MLXIP MOB4 MTUS1 MVP MYOM2 N4BP2L2 NAA16 NAB2 NAXD NCOA3 NELL2 NPAT NPTN NR4A2 NRIP1 NSMF NUDT9 OSBPL8 PANK4 PARP12 PASK PCMTD2 PER2 PFKFB3 PIGK PIK3IP1 PIP4K2C PITPNC1 PLK3 PLLP PLN PPM1B PPP2R5E PRPF3 PRPF40A PTK2 PTPN4 PTPRC QPCT RAB33A RAB3GAP1 RBM38 RCAN3 RIGI RNF4 RNF6 S1PR1 SARDH SCML1 SEC24B SEMA4D SGSH SH3YL1 SHC1 SKAP1 SLA SLAMF1 SLC16A10 SLC2A3 SLC30A1 SLC9A6 SNX11 SPG11 SPOCK2 STAG1 STK17B STX16 SUN1 SUPT20H SUPT7L TBC1D2B TENM1 THUMPD1 TIAM1 TMEM204 TNFRSF25 TNFSF14 TOB1 TPST2 TRADD TRAK2 TSC22D2 TSPYL1 TTC31 TYW1 UNC50 USP36 UTP14C VPS13B WDR26 ZFP36L1 ZFYVE16 ZHX2 ZNF12 ZNF263 ZNF276 ZSWIM8 GSE16385_ROSIGLITAZONE_IL4_VS_IL4_ALONE_STIM_MACROPHAGE_12H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16385_ROSIGLITAZONE_IL4_VS_IL4_ALONE_STIM_MACROPHAGE_12H_DN ABCA1 ABCC4 ACACA ADGRA3 AFAP1 ANAPC13 ANXA1 ANXA4 AP1AR AP2B1 APOOL ARHGAP17 ARHGAP5 ARMCX1 ARMCX2 ASB9 ATP9A B4GALT6 BAZ2B BCL2L2 C1orf54 CANT1 CASD1 CASP1 CCDC92 CD300A CDADC1 CHST12 CLDN5 CLEC11A CLIC4 CLIP3 CORO1B CR2 CREB3L2 CSGALNACT1 CTNNBIP1 CTNND1 CTSG CYP2E1 DENND5A DHCR7 DHRS11 DNAJC12 DNMT3B DPYD DVL3 E2F6 EIF4EBP1 ELMO1 ERCC1 ERI3 F8 FADS1 FAH FAM168A FKTN FOS FTO FZD6 G6PC3 GAB2 GABRG3 GATAD2A GATM GCLC GIMAP6 GLB1 GMDS GNAQ GNPDA1 GNPTAB GPD1L GTF3C2 GUCY1B1 HES1 HGSNAT HIBCH HK2 HOXA5 HPGDS HSD17B8 IFNGR2 IGF1R IGF2BP2 IGFBP6 IGLL1 IMPACT ISYNA1 JADE3 JCHAIN KANK1 KL KLF10 LCT LIMA1 LIMS1 LITAF LPAR6 LYZ MAN1A1 MAP4K3 MDFIC MFAP4 MLEC MME MOCS2 MREG MT2A MXRA7 MYO5C NCF4 NDST3 NEDD4 NUDT11 NUFIP1 OAS3 OPA1 ORAI3 P4HTM PCTP PDE6C PDIA5 PECAM1 PFKM PGM1 PKIG PLAC8 PLS3 POGLUT2 PRPSAP1 PRR3 PRSS3 PRUNE2 PTGER2 PTP4A1 PTPRD RAB13 RABIF RAP1GAP2 RCBTB2 RGS19 RIMS3 RNF130 RNF144A RPE65 RPL10L RPL41 RPP40 RRAS2 RUNX1 SAMSN1 SCHIP1 SCN3A SELL SERINC5 SERPINB1 SERPING1 SH3BP4 SLC25A13 SMARCD1 SNX10 SOCS2 SOCS6 SPAG1 SPINK2 SPON2 SRBD1 STAT4 SUPT3H TARP TASP1 TCEAL4 TES TFPI TGIF1 TLR1 TMEM183A TMSB10 TNFAIP2 TNFSF4 TRAF3IP2 TST TTC27 TTLL1 UGDH UTRN VAV3 WASF1 WDR41 XYLT1 YBX3 YLPM1 ZMIZ1 ZMYM1 ZMYM4 ZNF189 ZNF208 ZNF395 ZNF667 GSE16385_ROSIGLITAZONE_IL4_VS_IL4_ALONE_STIM_MACROPHAGE_12H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16385_ROSIGLITAZONE_IL4_VS_IL4_ALONE_STIM_MACROPHAGE_12H_UP ABCC10 ACTMAP ALOX5AP AMDHD2 AP5Z1 ATG12 ATP11B ATP13A1 ATP1B3 ATP8B1 BTBD1 C1D CAPN15 CARS1 CCDC88A CCR2 CD180 CD38 CD4 CDC123 CDH1 CDK13 CEBPG CIAO1 CISD1 CLIC3 CSF2RB CXCR3 CYP46A1 CYTIP DBT DCP1A DNASE1L3 DOCK10 ECHDC1 EIF3A EIF3B EIF5 ELOVL4 ENPP2 ERGIC2 FCER1G FLNB GAS6 GNA11 GPM6B GPR183 GRN GZMB HAUS2 HBP1 HCP5 HERPUD1 HLA-DRB4 HNRNPH3 HSPA14 IDH3A IFI44L IGFBP2 IGFLR1 IKBKB IL3RA IL6ST INPP4A INPP5F INTS6 ISG20 JCHAIN JUNB KCNA5 KDM2A KDM4B KDM5A KIF3B KMO KRAS KRR1 LAMP5 LAS1L LIG4 LILRA4 LILRB4 MACO1 MAP2K6 MAPK1IP1L MBD4 MCPH1 MED1 MINK1 MRPS31 MS4A6A MTDH MTMR6 MVP MYCL NAA15 NCOA3 NCOA6 NOL8 NOP56 NT5C NXF1 OAS1 OFD1 OSBPL2 P2RY14 PARP12 PBRM1 PBX3 PDSS1 PHF11 PIK3R1 PLAAT3 PMM2 POLB POLR2B PPP2R5E PRKAA1 PRKCD PRPF3 PRPF40A PTGDS PTPRC PUM3 RAB3GAP2 RABGAP1 RABL6 RAD23A RBM38 RBM47 RGS2 RHOQ RNASE6 RNASET2 RRN3P1 RUBCN S100A6 SEL1L3 SERPINF1 SERPINF2 SETX SHPK SIDT1 SIRT7 SKIC2 SLAMF1 SLC12A7 SLC16A10 SLC20A1 SMC1A SMC6 SMPD3 SNAPC5 SNHG17 SPIB SRF SRRT ST14 ST3GAL5 ST6GALNAC4 STK38 SUZ12P1 SYNGR2 SYNRG TACC1 TAP1 TARDBP TARS1 TAX1BP1 TCF4 TCL1A TGFBI TGFBR2 TGOLN2 THEMIS2 THOC2 THUMPD1 TLR7 TNFRSF21 TNPO1 TPM2 TRADD TRAF4 TRIM8 TRNAU1AP TSPAN5 TUBB6 TYROBP UBN1 UGCG UGGT1 UNC50 USE1 USP36 VOPP1 WAC WDR44 ZBTB18 ZFP36 ZNF12 GSE16385_ROSIGLITAZONE_IL4_VS_ROSIGLITAZONE_ALONE_STIM_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16385_ROSIGLITAZONE_IL4_VS_ROSIGLITAZONE_ALONE_STIM_MACROPHAGE_DN ABHD11 ACY1 AIRN AK1 AK3 AKAP1 AMACR ANTKMT ARMCX4 ASF1A ATP6V1E1 ATPAF1 ATRN B3GNT2 BABAM2 BEND3 BLM BMI1 BTG3 BUB3 C14orf119 C17orf80 C1QBP C6orf136 CA9 CAMK1 CCDC51 CCT6A CDC23 CDC6 CDK5R1 CHAF1B CHST11 CKAP2L CLDN15 CLEC4E CLPB CNDP2 CNOT2 COQ4 COQ6 CRYL1 CSTF2 CTBS CWC27 CYP11A1 DDX19A DDX54 DEPTOR DET1 DGCR8 DHRS4 DLEU7 DMAC2L DNAI4 DNAJC10 DUS1L DUS3L EAF1 EPB41 F13A1 F5 FAM171A1 FAM216A FAM221A FAM98A FARSA FCF1 FKBP1A FLOT2 FRMD6 GALC GAS2 GCHFR GLRX5 GP9 GPX3 GRB10 GRHL2 GSTM4 HACD1 HACD3 HEBP1 HGF HSP90AA1 HSPD1 ICE2 IFT27 ILF2 ITGB3BP KATNBL1 KDSR KIF20B KLHL12 LCMT1 LRRC8D MARS1 MCM7 MCU MEGF9 METTL18 METTL6 MIGA1 MINDY1 MMP8 MMS22L MPP1 MPP3 MPP7 MRPL2 MTFR1L MTG1 MTHFD2 MUSK MYCBP NAA10 NAA35 NAE1 NIN NIPA1 NPM3 NUDCD1 NUP155 NUP54 ORC6 OTOS PABIR1 PADI4 PATZ1 PBK PCCA PCGF6 PEG3 PEX11A PEX7 PGM2 PIP5K1B PITPNB PITRM1 PPP1R7 PPP5C PRR3 PRRC1 PSPH PTGR2 PTPN4 QSOX2 RAB3GAP2 RAD51AP1 RASA2 RDH13 RHBDF1 RMND1 RPAP3 RPL23 RTEL1 SASS6 SCCPDH SDHA SEC11A SEPSECS SETD4 SFMBT2 SIK2 SLC1A4 SLC22A4 SLC25A39 SLC26A6 SLC35G1 SLC7A1 SMO SPAG4 SPRY2 STT3A SULT1B1 SUMO3 SUPV3L1 TARS3 TCN2 THADA TICRR TIMM10 TMED5 TMEM192 TMEM38B TOMM7 TTK TXNL1 UBE2T UQCRB UQCRC2 UROS USP1 UTP14A WDR55 WDR76 WEE1 ZBTB44 ZC3H14 ZC4H2 GSE16385_ROSIGLITAZONE_IL4_VS_ROSIGLITAZONE_ALONE_STIM_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16385_ROSIGLITAZONE_IL4_VS_ROSIGLITAZONE_ALONE_STIM_MACROPHAGE_UP AANAT ABCG1 ABLIM3 ADAMTS6 ADCY2 AFF2 AGMO AJM1 ALDH8A1 ANKRD54 ANO3 ASB17 ASB6 ASB9 ATOSA ATP6V0A4 AZIN2 BACE2 BHLHE40 BLCAP BMAL1 BMP7 C11orf91 C20orf85 CALCR CARD6 CC2D2B CCDC167 CCNE1 CEP83-DT CH25H CHAD CHRNA1 CIDEA CLDN1 CMA1 CNST COL6A2 COL9A3 CRHR2 CRMP1 CUZD1 CXXC5 CYFIP1 CYP11A1 CYP51A1 DCLRE1C EDA EGFL6 ENDOD1 ENTPD2 EPS8L3 ERBB3 ERN2 ESRP1 EXTL3 F2R FAHD2A FAM210B FAM228A FAM241B FHOD1 FLRT2 FRMPD3 FTMT FUT2 G6PC2 GABRG2 GBP6 GCSAM GJC3 GLI1 GLT8D2 GOLM1 GPX5 GSDME GSTO2 GUCD1 HABP2 HES1 HNRNPA0 HOPX HTRA3 IGDCC3 INA IQGAP1 ITGB6 JUP KBTBD3 KCNAB1 KCND1 KCNN1 KCNN4 KCNT2 KCTD14 KLHL24 KLHL30 KLHL6 LACTB LAIR1 LENG9 LPIN2 LYST MAP7D2 MED12L MED7 MTHFSD MTSS1 MYO7B NAP1L3 NCEH1 NGFR NINJ1 NOL4 NOSTRIN NOVA2 NR2C2 NTRK3 ODF3B OMP OSBPL2 OTOP3 P2RY12 PALD1 PAPOLB PCSK6 PDCD1LG2 PDE3A PKD2L1 PLAAT3 POSTN PRKCH PRMT8 PRNP PROKR2 PRRG3 PTGDR2 PTPRB RBMXL1 REEP2 RGS2 RHBDL2 RHPN1 RILPL1 RNF146 RUFY1 RXRG S100A5 S1PR1 SCARB2 SDHAF2 SFXN3 SGSH SGSM1 SIGLEC7 SIPA1L2 SIVA1 SKIL SLC18A1 SLC1A2 SLC26A8 SLC45A3 SLCO4A1 SLCO5A1 SMIM5 SNX9 SPECC1 SPINT1 STAC2 STK38 SULT6B1 SYNPO2L TBC1D2 TBC1D9 TBL1XR1 TCF19 TCTN3 TEKT3 TENT5C TEX43 TGFBR1 TLR2 TMEM167A TMEM86A TNFRSF13C TNKS TNS3 TRAF2 TTC39B UBASH3B USP2 VDR WWTR1 ZBTB11-AS1 ZDBF2 ZFP37 ZKSCAN5 ZNF264 ZNF423 ZNF750 GSE16385_ROSIGLITAZONE_VS_UNTREATED_IFNG_TNF_STIM_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16385_ROSIGLITAZONE_VS_UNTREATED_IFNG_TNF_STIM_MACROPHAGE_DN ACAA1 ACADS ACTG1 ACTR1A ACTR8 ADCY10 AIM2 AKAP8 ALDH2 ALDOA ANKRA2 ANKRD42 APBB1IP APEH ARHGAP15 ARMH3 ATF6B BCL2L12 BCL7B BDH1 BDKRB2 BIN1 BTRC C1GALT1 C1QTNF12 C5orf34 CABCOCO1 CAPZB CCDC65 CCS CCT8L2 CHCHD5 CHKB CMTM3 COMMD4 COMMD5 COPG1 COQ8B CORO1A COX6B2 CPN2 CRLS1 CYB561D1 CYP2D6 DCTN5 DDB2 DECR2 DHDDS DLAT DMAC2 DOK1 DXO DYNC1LI2 ECH1 EDN2 EFHC1 ELMO1 ELMOD3 EML2 ERP29 FAM219B FBXO2 FGFR1OP2 FLCN FLOT1 FLRT3 FTO FXR2 GALC GALT GIGYF2 GLIPR1 GNGT2 GNPNAT1 GP9 GPI GPS1 GPT2 GRB2 GSDMD GUSB HEATR6 HIPK1 HMCES INIP INO80E ITGA5 ITPKC KATNB1 KCNJ15 KIF1A KLHDC3 KLHL11 KPNA3 LAG3 LIME1 LIPE LMNB1 LRRC42 LY9 MAGEB5 MED24 METTL17 METTL6 MOB2 MYL6 NAA40 NCKAP1L NCOA4 NDRG3 NDST2 NECAP2 NEIL1 NELFB NIT1 NKIRAS2 NPR2 NRBP1 NSUN4 NUB1 NUP155 NXPE3 OXA1L PABPC4 PARP3 PCMTD2 PFN4 PIK3IP1 PLEKHN1 PNKP PPDPF PPIL2 PPME1 PPP2CB PPP5C PRAMEF8 PRKAB1 PRKCSH QSOX1 RAE1 RANBP17 RANBP6 RAPGEF3 RELA RFXANK RNF114 RNF167 RNF181 RNF25 RNF4 RPL3L SAR1A SEPTIN6 SIDT1 SIGMAR1 SLC11A2 SLC35A2 SLC7A5 SMARCB1 SPATA6L SQSTM1 SRSF10 STAU1 STX4 SUPT5H SYTL1 TBC1D25 TCP11L2 TEX45 TIE1 TM6SF2 TM9SF1 TMEM183A TMEM38A TNFRSF11B TOMM34 TPRA1 TRAF6 TREX1 TRIM11 TSEN34 TTC4 TTLL5 UBE2Q1 UBE4A USE1 USP8 VEGFC VPS18 VPS26A VPS35L VPS51 WDR48 WIPI2 WRN ZDHHC5 ZFAND6 ZFPL1 ZNF146 ZNF414 GSE16385_ROSIGLITAZONE_VS_UNTREATED_IFNG_TNF_STIM_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16385_ROSIGLITAZONE_VS_UNTREATED_IFNG_TNF_STIM_MACROPHAGE_UP ADAM32 AGPS ALOX12 ANKRD39 ANXA5 AQP12A ARL10 ATF7IP2 ATMIN ATP11A ATP11B ATP13A2 ATP1B1 ATP6V0A1 B2M BLNK BMF C14orf28 C8orf58 CAPRIN2 CASS4 CCKAR CCL5 CD38 CD52 CD79A CECR2 CENPN CEP170B CEP70 CLDN16 CMC2 COMMD4 CPM CPSF6 CPVL CSF3 CSRP1 CTSE CTSV CXCR4 CYBB CYP3A4 DNAAF9 DNASE1L3 DNTT DOCK4 DUSP6 DYNLT1 EEIG2 EFCAB7 EID2 ELAC1 ELAVL4 ENDOU FBLN1 FBXO42 FGFR1OP2 FREM2 GAL3ST2 GALNT4 GBP6 GCSH GGT7 GJA4 GLB1L3 GLIS1 GLIS2 GRK3 GUCY2C HAS2 HCN3 HS6ST2 IFFO2 IFI27 IFI27L2 IFI30 IGF2BP2 IGFBP5 IGLC7 IL18 INSL5 IPO9 IRF4 JAG1 KAT6A KCTD8 KIF15 KLHL14 LDAF1 LRRC73 LTK LYL1 MAN2A1 MAP3K9 MDM1 METTL6 MGAT5 MOB3A MS4A1 MYF6 MYLIP MYO1B MYOD1 NIBAN3 NIPBL NKX2-6 NMNAT1 NOCT NSG1 NTHL1 NUDT12 NUMBL OAS1 OLIG1 OLIG3 OMD P2RX4 P4HA2 PACRG PADI4 PAFAH2 PARD6B PDCD1LG2 PDE4B PDE4DIP PDGFD PGBD5 PIGS PKD2L2 PLEKHF1 PNMA1 POU2AF1 PPP1R3B PSMB9 PTTG1 RAB39B RAB3GAP1 RAP1B RASEF RBM45 RBP7 RCBTB2 RHEBL1 RHOD RILP RMC1 RMND5B RPP25 RPS6KA3 SAMD9L SCD SEPTIN10 SERPINA1 SETD4 SGSM2 SH3BGR SH3BGRL2 SLC16A2 SLC18B1 SLC25A47 SLC26A1 SLC30A4 SLC35B4 SLC41A1 SLC44A2 SLIT3 SLITRK5 SMIM12 SQOR STK24 STON1 SYNGR2 TAFA3 TC2N TEX36 THBD THSD1 TIMM10 TIRAP TMC7 TMEM181 TMEM267 TOR1B TRAM2 TRIB3 TSR1 TUFT1 TUSC1 TXN TXNDC2 TXNIP UBXN11 UGGT1 UNC13D UQCRQ USP18 ZC3H8 ZCWPW2 ZSCAN10 GSE16385_UNTREATED_VS_12H_IFNG_TNF_TREATED_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16385_UNTREATED_VS_12H_IFNG_TNF_TREATED_MACROPHAGE_DN ABHD17C ABI1 ACTL10 ADRB2 ALDH3A2 ANG ANK3 APOL3 ARHGEF10 ARID3B ARPC5L ASAH2B ASRGL1 ATP6V1D B3GNT2 BASP1 BATF BATF3 BCAT1 BCL7A BRCA2 BRIX1 C12orf43 C3orf14 C3orf38 C4BPB CALR CCL8 CCND1 CCT6A CD83 CEP126 CHST2 CLIC2 CNDP2 CNP COL16A1 COQ10B CORO1C CPLANE1 CST6 CXCL10 CXCL3 CXCL9 DDX21 DEF8 DERL2 DGCR5 DNAJB4 DPP3 DSCC1 ELMOD3 EMC2 EMG1 EML5 ENTHD1 EOMES EPS8 EXOSC6 EXTL2 FAM118B FAM241A FICD FNBP1L FSCN1 FUT7 FXYD7 G3BP1 GALNT1 GIPC1 GNG11 GSDME GTDC1 HERPUD1 HMGN2 HNRNPA3 HOMER1 HSP90AA1 HSPA13 IER3 IFNG IL12RB2 IRX1 ITPA KBTBD11 KIAA1671 KIF11 KLHL23 KRT36 KRTAP4-1 LACC1 LEF1-AS1 LINC00667 LINC01553 MAGOHB MALT1 MAN2B1 MAPK9 MBP MCFD2 MEAF6 MICOS10 MLEC MMP7 MPC1 MRPL21 MRPL46 MRPS18C MT1X MTERF3 MTFMT MTPAP MYL2 NAGK NAMPT NCL NEURL3 NFATC2 NFE2L1 NIBAN1 NIFK NIPA2 NOP2 NPDC1 OR2L13 OR7E36P ORC6 PIK3AP1 PIK3R6 PLPBP PLPPR5-AS1 POLR1C PPP1CB PPP4R2 PRKAR1B PRR34-AS1 PRSS16 PTK2 RAB31 RABEPK RAD23B RAD51C RAD51D RARS1 RFT1 RIOK2 RIPK2 RNASEH2C RNF144A RPL22L1 RPS21 RSU1 SCN9A SETD1A SLAMF7 SLC12A9 SLC38A7 SLC39A4 SLC41A2 SMC3 SMIM15 SMU1 SNAPIN SND1 SOGA1 SSTR5 STK39 SYNCRIP TAS2R14 TASL TBCB TCEAL3 TEPSIN TIMD4 TIMM44 TIMM8B TLK1 TMED7 TMEM237 TOB1 TPR TRNAU1AP TSPAN5 TTC5 U2AF1 UHRF1 WIPI1 WSB2 YBEY ZFP69B ZNF219 ZNF285 ZNF382 ZNF438 ZNF530 ZNF876P GSE16385_UNTREATED_VS_12H_IFNG_TNF_TREATED_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16385_UNTREATED_VS_12H_IFNG_TNF_TREATED_MACROPHAGE_UP ABCD1 ACTL7A ADAMTS14 ADGRL4 ADH7 AGER ALOX12 ANXA4 AP4M1 ASB17 BANK1 BIN1 BOD1L2 BPIFC C1QTNF4 C3orf36 CAB39L CALHM2 CAV1 CCDC68 CCK CD1D CD80 CDH19 CELSR2 CMAS COPG2 CPSF4 CRAT CRLS1 CYB5R3 CYP11B1 CYP2C8 CYP4F8 DAAM2 DCDC2B DDX41 DOK3 DPH2 DSCR4 DYNC1I1 DZIP1 E2F1 ELMOD1 EMD EOLA2-DT F7 FAHD2A FAM170B FAM238C FARP2 FCSK FLG2 FLRT1 FNDC9 FOXH1 FOXS1 FZD7 GAP43 GATB GCNT4 GEMIN5 GGT1 GHDC GIGYF1 GLIS2 GLYATL1 GPR137 GPX8 GRK4 GTSF1L HOGA1 HOXB1 HSPA12A HSPA1L HTT IRF3 IRGC ITGA10 ITGA5 ITLN1 KHDC1 KIAA1549 KIF22 KLF17P1 KRBA2 KRT8P12 LHFPL4 LINC00474 LINC00477 LINC02880 LMCD1 LMO2 LPA LRRC27 MAGEB6 MAN2C1 MAPRE3 MARK4 MC1R MCF2L2 MEG3 MIIP MIXL1 MUC4 MUCL1 MYO1D MYO5B NEK11 NPRL3 NTS NUTM1 ODF3L2 OPLAH OR3A2 PAK6-AS1 PARP2 PCAT19 PCDH9 PDZD2 PHTF1 PLD2 PLPPR2 POMGNT2 PRND PSKH1 PTGIS QTRT1 RAB35 RALY RASL12 RECQL5 RHBDF2 RHBDL3 RNF123 RSU1P2 SELENOO SH3GL3 SIRT2 SLC28A3 SLC38A7 SLC44A5 SLC52A2 SLITRK1 SORBS3 SPAM1 SPATA3-AS1 SPATA41 SPATA9 SPRYD3 ST6GALNAC6 STRN4 STUM TAB1 TAS2R50 TBC1D27P TBX4 TCF12-DT TDO2 THAP7-AS1 THBS3 TIGD6 TLCD1 TMEM132C TMEM171 TMEM219 TMEM238L TMPRSS3 TNFRSF11A TOLLIP-DT TREML2 TSPAN11 TSPAN7 TYRP1 UBXN11 UGT2B17 UGT2B4 USP43 USP49 VWA1 ZBED1 ZBTB44-DT ZC2HC1C ZC3HC1 ZFPL1 ZMYND19 ZNF208 ZNF252P-AS1 ZNF461 ZNF771 ZNF784 ZNF787 ZNF804B GSE16385_UNTREATED_VS_12H_IL4_TREATED_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16385_UNTREATED_VS_12H_IL4_TREATED_MACROPHAGE_DN ABCA9 ABCD3 ACP3 ADAM8 ADAMTS12 ADAT1 ADRB3 AGFG1 AKR1E2 ALG14 ANKRD33B ATAD1 ATP6V1A BMPER BNIP3L BPIFC BTBD8 CACNA2D1 CASK CBLN4 CCDC136 CCR4 CCT8 CD48 CDC42EP4 CFAP36 CILP CLEC6A CLN5 CMTR2 COMMD3 COQ10B CPED1 CREBRF CYB5R4 DBNDD1 DCDC2 DCUN1D1 DEFB116 DENR DHX32 DISP3 DLD DNER EED EHHADH EIF3E EMB EPAS1 ETFDH EXOC3L2 FAIM FAM50A FAT1 FBXL4 FERMT2 FGF8 FMO2 FOS FOXP2 FRMD3 GCOM1 GLP1R GOT1L1 GPC6 GPR171 GPR18 GRPR HACD2 HCCS HDAC2 HMGB4 HPGDS HRCT1 HRG IER3IP1 IL22RA2 ILDR1 INPP1 INSYN2B IPP IRX3 ITGB3BP KDELR3 KLHL41 KLHL7 KRTAP19-1 LARP4B LAS1L LCE1D LDAH LRIT1 LRRC49 MAGEF1 MAGI3 MAGOHB MCFD2 MED4 MFSD14A MGAT4EP MMGT1 MMUT MR1 MRPL18 MRPL40 MTBP MTERF3 MTRR MYOD1 NALF1 NFIL3 NIFK NKAIN2 NKX2-6 NPTX1 NSMAF NT5DC1 NUP50 NUP88 ORMDL1 OTULINL PABPC1 PAK1 PBDC1 PDCD10 PDCL3 PDP1 PHAX PLEKHH2 PNO1 POP4 POU1F1 PRG4 PRKAG3 PRPF38A PSPH PSTK PTGR2 PTK7 RAB1A RAB7A RARS1 RBM7 RIDA RNASE3 RNF148 RPAP2 RPL7 RUNX1T1 S100A14 S1PR5 SCFD1 SCYL3 SDCBP SELENOF SELENOP SHANK3 SLC10A7 SLC35B1 SLC7A9 SMPD4 SNX7 SOX6 SPACA1 SPATA17 SPATA5 SPEN-AS1 SPTA1 SRSF11 TAF9B TBC1D15 TBC1D21 TMED3 TMEM167B TMEM182 TMPRSS11F TMPRSS3 TNNT3 TPD52 TPP2 TRAM1 TRIM59 TRPC5 TXNDC12 UBE2L3 VCPKMT VPS13C WASF1 WDR75 WNT8B YIPF5 ZBTB25 ZC4H2 ZNF143 ZNF264 ZNF420 ZNF750 ZNF790 ZNF81 ZSCAN5B GSE16385_UNTREATED_VS_12H_IL4_TREATED_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16385_UNTREATED_VS_12H_IL4_TREATED_MACROPHAGE_UP ABHD4 ACAP3 ACOT1 ADAM15 AK5 ANAPC5 ANKRD35 AQP11 ARF6 ASCC2 ASCL2 ASPHD2 ATG4C ATP2B4 B3GNTL1 BAD BAIAP3 BCR BLCAP C4orf48 CAB39L CACNG3 CASP8AP2 CCDC141 CCDC88A CCHCR1 CCN6 CDC42BPG CDH1 CHGA CHIC1 CHST9 CHSY3 CLCA1 CLDN12 CLMP CMKLR1 CNGB3 CNTN6 COG5 COL2A1 COMMD9 CORO7 CUBN DLX6 DMBX1 DNAJB5 DNMT1 DOK4 DYNC2H1 EFNA4 ENPEP ENTPD1 ERF ERICH6 ERN1 EVPL FAM229A FBXO44 FCMR FGF12 FGF7 FLT3 FOXC2 FOXM1 GALR2 GDPD2 GNG2 GOLGA7B GSC H2AJ HAP1 HCK HEBP2 HEG1 HLA-DOA HOXB6 HYAL3 ICOSLG IFT22 IKZF3 IL17RB IL18 IL18R1 IL1F10 IL1R2 IL21 IL2RA IQCE IRF5 JDP2 KCNIP4 KIF9 KLHDC10 KRT2 LGALS1 LGR5 LPAR3 LPXN LRGUK LRRC23 LRRC74A MAB21L2 MARCKSL1 MARF1 MECP2 MOCOS MYCL MYOM2 NDNF NDUFA5 NDUFS7 NEFM NEK8 NFKBIL1 NPM3 NPR1 NRN1 NXN OFD1 OR5D18 OSCP1 OSGIN1 PAQR3 PARVA PCBP4 PCDH1 PCGF2 PDCD1 PDXK PELP1 PGD PHACTR4 PHGDH PLA2G4F PLCB1 PMF1 POLDIP3 PPFIBP2 PPP1R37 PPP2R1A PRAMEF2 PRKCA PRNP PRSS22 RAB11FIP2 RAB11FIP3 RBPMS2 REEP5 RFFL RNF183 RPS6KA2 S100A10 S100A4 S100A6 SDHAF1 SERPINA9 SERPINC1 SF3B5 SFXN3 SLC16A12 SLC26A1 SLC44A2 SNW1 SPATA19 SPOCK2 SSH1 ST6GALNAC6 STARD4 STK19 STK24 STX11 STXBP1 SYNE3 TBC1D24 TMEM45B TMEM86B TNFRSF4 TOM1 TRAF6 TRAIP TRAM2 TUBB3 UMODL1 UPP1 USP27X WDFY2 WDR76 XKR6 XPO7 YDJC ZBTB16 ZBTB32 ZBTB7A ZCCHC18 ZFP92 ZNF444 ZNF600 ZNF862 GSE16385_UNTREATED_VS_12H_ROSIGLITAZONE_IFNG_TNF_TREATED_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16385_UNTREATED_VS_12H_ROSIGLITAZONE_IFNG_TNF_TREATED_MACROPHAGE_DN ABCC3 ABCG4 ABHD15 ACBD4 AGFG2 AK2 ALDH8A1 ANAPC16 ANKRD45 AOPEP AP2A2 APP ARMC7 ARPC5L ATG12 ATP10B ATP2B4 BARD1 BMPR1B BRINP1 BTF3 BTG2 C4orf19 CCDC146 CCDC22 CCDC7 CDH26 CDKN2D CFAP298 CFAP47 CLTRN COL1A2 COMMD5 COX14 CREB1 CSNK2A2 CYC1 CYP11B1 CYP39A1 CYP4F22 CYRIA DDIT4 DMAC1 DMRTA1 DPH2 DRC1 ECRG4 EFEMP1 EID2 EIF5A EPAS1 EPB41 ERRFI1 ETV5 EXOSC2 FABP2 FGFR1OP2 FOXC1 GABRB3 GCLM GJC1 GNAL GNGT2 GPATCH11 GPR17 GPR34 GPX2 H2AC25 HABP4 HDDC3 HILPDA HOXB1 ICA1 ID1 ID2 IFITM3 IQCH ITGB1BP2 ITPA ITPRIPL1 KBTBD12 KCNE5 KCNJ15 KCNK12 KCNN2 KHDC1L KIAA1522 KNSTRN LATS2 LDHAL6B LHX9 LIMCH1 LIPK LRRC31 LYRM9 MAGED2 MARVELD1 MBLAC2 MED28 MFSD9 MGME1 MICOS13 MINDY4 MND1 MORN2 MRM2 MRPL40 MRPS24 MST1 MSX2 MTG2 MYCBP2 MYH3 NAT9 NAXE NDUFAF2 NENF NF1 NFIA NIPSNAP3B NR2C2AP NUDT7 NXPE4 OIT3 OLFM3 OLFML2B ORC3 P3H3 PCBP4 PDCD2 PDK1 PHACTR3 PIK3IP1 PIR PLEKHF1 PLOD2 PLPPR1 PNISR PNMT POLE3 POLN POLR2E POMT1 PRDX2 PRKRIP1 PSMC3 PSMG3 PTTG1IP RAB11FIP3 RAB5B RAG1 RAPGEF3 RASGRP3 REXO5 RINT1 RNF148 RPL27 RPL7L1 RPLP1 RPS16 RPUSD4 SAFB SAMM50 SCN10A SCYL1 SELENOM SLC16A13 SLC25A34 SLC25A44 SLC29A3 SLC5A4 SOCS3 SPA17 ST18 STK32C STRADA STRIP1 SUMF2 TASL TEC THSD1 TIMM22 TMEM242 TXNIP UBR7 UCHL1 USP29 UTP25 VIL1 WASHC4 WDR38 WDR4 WNT10B WNT3 WT1 YTHDF2 ZFP90 ZNF334 ZNF394 ZNF679 GSE16385_UNTREATED_VS_12H_ROSIGLITAZONE_IFNG_TNF_TREATED_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16385_UNTREATED_VS_12H_ROSIGLITAZONE_IFNG_TNF_TREATED_MACROPHAGE_UP ACSM1 ADAD1 ADGRE1 ADO AGRN ANKRD42 ANXA9 APOA5 AQP9 ARIH2OS ARL5B ASIC5 ATG101 B3GAT3 BCL2 BCL2L2 BTG3 C14orf28 C16orf90 C1R C20orf96 C21orf91 C2orf88 C4orf48 CA1 CACNA1S CACNG7 CCL4 CCN4 CCNL1 CCR4 CD274 CD69 CD93 CDKN2B CEND1 CEP135 CHRM4 COL5A2 CPEB3 CSF3 CUL9 DCT DNAJB1 DPYSL3 DUSP2 DUSP5 DUSP6 EDA2R EGR1 EGR2 EGR3 EIF1B ELP5 ERO1B EVI2A EXOSC10 EXOSC3 FASLG FASTKD5 FAT2 FBXO8 FILIP1L FNDC5 FTMT GABRG3 GARIN1B GATA3 GFI1 GJB5 GLIPR1 GLRA3 GML GMPPB GPR171 GRAMD2B GRHL3 GSC GSKIP HAS1 HLF HOXB3 HS6ST3 HSPA1L HSPB3 ID3 IER2 IFNB1 IKZF2 IL34 ITPKB ITPRIP JAM2 JRK JUNB KBTBD2 KCNQ5 KCNS3 KIF26A KLK9 KRTAP4-6 LAMA1 LAMP5 LAMTOR1 LENG9 LIMA1 LRFN2 LRRC10B LRRTM4 LYPLAL1 MAD2L1BP MAFF MALT1 MLLT11 MME MYH11 MYOD1 NAB2 NCOA7 NFIB NFKBID NFKBIZ NPAS2 NR4A1 NR4A2 NTSR2 OPALIN PABIR1 PCDH9 PDCD1LG2 PDILT PEBP4 PER1 PER3 PHF6 PLK3 POF1B PPP1R11 PRDX6 PRKAB1 PRKAB2 PROM1 PTGER2 PTPN23 RAB3A RANBP17 RANBP6 RASL10A RCHY1 RINL RNASE10 RPL3L S100A5 SAG SCN3A SH2D2A SHROOM1 SLC18B1 SLC27A2 SLC6A18 SPATA6L SPESP1 SPINK4 SRFBP1 SRPRA STK17B STX19 SV2A SYT6 TBC1D32 TCFL5 TDRD1 TFF3 TGIF2 TM6SF2 TMCC2 TMEM243 TMEM47 TNFRSF1B TNRC6A TOMM34 TRIM13 TRIM46 TRO TSPYL4 TTC19 TUT1 TWF1 UPB1 USH2A VAMP3 VN1R5 WWOX YRDC ZEB1 ZFAND5 ZFP36 ZFP36L1 ZNF622 ZRSR2 GSE16385_UNTREATED_VS_12H_ROSIGLITAZONE_IL4_TREATED_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16385_UNTREATED_VS_12H_ROSIGLITAZONE_IL4_TREATED_MACROPHAGE_DN AAK1 ACP1 ADAMTS9 ADCY1 AGTPBP1 AKAP9 ALDH1A2 ALG5 ALOX5AP ANKRD13C AOC1 AP1S2 APPL1 ARNT2 ASZ1 ATG5 ATP8A2 BARX2 BCAM BCLAF3 BDNF BMT2 C6 CEP19 CES5A CFAP97 CHD6 CHRAC1 CIBAR1 CIPC CNIH4 COG7 COMMD8 CR1L CRISPLD2 CRP CUTC CWF19L2 DCTPP1 DNMT3B DOCK4 DUS1L EBAG9 EFCAB12 EIF3E EIF3H ELP4 ERICH3 FAM76B FANCB FANCL FBXO41 FBXO8 FGF10 FGFR2 FHAD1 FHIT FOXI1 FRRS1L FRY GATA6 GEMIN6 GMNN GNAQ GNG10 GPR135 GPR85 GRM4 HBA2 HNRNPA0 HOXB3 HPRT1 IFT88 IGLON5 IMMP1L INSIG2 KLHL32 KY LEP LMOD3 LNX1 LONRF2 LORICRIN LRR1 MCCC1 MED13 METTL18 MFAP3L MICALL2 MKKS MRPS18C MRPS33 MSI1 MTDH MTRES1 MYCBP2 MYL4 NAB1 NANOG NDUFA12 NDUFB3 NEFL NEIL3 NEK7 NIPBL NMD3 NME2 NOS1 NRG2 OR51E1 OSTC OTC P2RX2 PDE7B PDP2 PEAR1 PIGA PIGH PLAC9 POLDIP3 POLR2J POLR3K PPP1CC PPP1R13L PREX2 PRKACB PSMA2 PSMA5 PSMD14 PTGR3 PXDC1 QDPR RAB3GAP1 RAP2C RAPH1 RASSF10 RBX1 RGMB RGS4 RIOK1 RPF2 RPP30 RTRAF RYR3 SCAPER SDSL SEC61B SELENOF SEPTIN3 SFRP4 SHISAL1 SLC26A8 SLC35E4 SLC4A7 SLIRP SNHG11 SNW1 SOX18 SPRR3 SREK1IP1 SRMS SRP14 STAG2 STARD6 STARD7 STEAP3 SUCO SV2A SWT1 TAF4B TENT5B THEM4 TLR5 TM4SF4 TM9SF2 TMC5 TMEM128 TMOD2 TMX1 TNFAIP8 TRIP4 TTC1 TULP4 TXNDC9 UFSP1 UGT3A2 UNC5C UPK2 UPK3BL1 URI1 VDAC3 VGLL1 VKORC1L1 WDR11 WDR3 WNT1 XPR1 ZNF334 ZNF638 ZNF8 GSE16385_UNTREATED_VS_12H_ROSIGLITAZONE_IL4_TREATED_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16385_UNTREATED_VS_12H_ROSIGLITAZONE_IL4_TREATED_MACROPHAGE_UP ABHD1 AKNA AKT3 ALG2 ALG9 AMFR ANKRD13D ANKRD16 ANXA5 AP2B1 APBB1IP APOBEC3B ARF5 ARHGAP17 ARHGEF2 ATF4 ATP11A ATP5F1B B3GNT2 BCAT2 BCL2L12 CACNA1A CAMK2D CBLB CCDC85B CCR7 CDC42EP3 CDKN1A CEP170 CEP250 CFAP141 CFL1 CHIC2 CHKB CHRNE CNOT3 COQ10B CTNNBIP1 CYRIA CYTH1 DDOST DDX19A DGKQ DLG4 DTX3 EDEM1 EEIG1 EIF5A ELF2 EPB41 EPCAM ERP29 ETF1 EVL FBXL3 FGFR1OP2 FHOD1 FMNL1 FRG1 GIGYF2 GIMAP6 GLYR1 GPR132 GPR146 GPX4 HLA-E HSPBAP1 ICA1 IFITM3 IFNGR1 IFNGR2 IL17RA IRAK4 ITGA5 ITGB1 JUNB JUP KBTBD2 KCTD1 KDM3B KLHL36 LETMD1 LIN7C LIPE LMNB1 LSM2 LTA LZIC MAN1B1 MAX MAZ MDM4 METRN MGAT2 MKNK2 MRI1 MRPS24 MSL2 MTURN NAB2 NCSTN NF1 NKAPD1 NMNAT1 NPM3 NSMCE3 NYAP1 ODF3B PA2G4 PABPC4 PAFAH1B2 PARP8 PBX2 PDIA3 PER1 PFN1 PHPT1 PIGM PLEKHJ1 PLEKHO1 PNISR PNN POP4 PPARD PPDPF PPP1R3B PPP4C PRAMEF8 PRR14 PSME3 PTPN6 QRICH1 RAB11A RAB11FIP3 RAB37 RAB5C RAPGEF3 RARA RASGRP4 RBM22 RBP7 RCC2 REG3G RHOA RMC1 RNF167 ROPN1L RTL8B SEMA4D SENP2 SEPTIN9 SETD5 SF3B4 SHC1 SIAH2 SLC16A1 SLC25A23 SLC25A39 SLC25A51 SLC29A3 SLC39A7 SLC9A9 SMNDC1 SNAP29 SNRNP70 SOX4 SPINDOC SSBP3 STAC3 STAT5B STK24 STK25 STRIP1 SUDS3 SUOX TAPBP TBC1D22B TGIF1 TLE1 TLE3 TNFSF10 TOX TP53RK TRIM11 TRIP10 TSC22D3 TTC5 TUBE1 UBE4B UBTF UTP15 WDR1 WDR45B WDR83OS ZBTB25 ZCCHC8 ZNF131 ZNF362 ZNF395 ZNF652 GSE16385_UNTREATED_VS_12H_ROSIGLITAZONE_TREATED_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16385_UNTREATED_VS_12H_ROSIGLITAZONE_TREATED_MACROPHAGE_DN AASS ABCG2 ABHD17C ACAD9 ADH7 AHRR ALG3 ALPK2 ARHGEF10 ARHGEF26-AS1 ASRGL1 ATP2C2 B3GNT5 BASP1 BRMS1 BYSL C12orf43 C14orf178 C19orf25 C1QTNF4 C3orf36 C3orf52 C9 CCDC124 CCDC38 CCL22 CCL8 CCSER2 CD70 CD80 CHGB CHODL CHST2 CLUH CMAS CNTNAP4 COQ4 CRELD2 CRH CRISP2 CRNDE CSF2RA CSKMT CST11 CST6 CTSS CXCL10 CYP4F8 DDX49 DESI1 DHRS7C DMRT3 DMRTB1 DNAJC9 DPPA3 DYDC1 DYRK2 ELMOD1 EMD ENTPD7 EPC2 ERMAP FAM118B FAM216B FBXW8 FCGR2B FDX2 FIBP FLRT1 FOXN3-AS1 FRG2EP GAGE1 GPATCH3 GPC3 GRIP2 GTSF1L HBE1 HDGF HEATR1 HIF3A HSPA1A IDO1 IER3 IGSF9B INMT IQSEC1 KBTBD11 KCNE2 KCNH2 KIF1A KLF10 KRT10-AS1 KRT8 KRTAP5-2 KRTAP8-1 KXD1 LIN7A LINC00485 LRRC8C LTA MAGEE2 MARCHF1 MKX MRGPRX1 MT1E MT1H MT1HL1 MT1X MT2A MTG1 MTNR1B MUC7 MYH15 MYLK-AS1 NINJ1 NOVA1 NUDT12 OR5H1 PAEP PAQR5 PBX2 PGAP3 PGAP6 PIK3R2 PIP5KL1 PITPNA PLEKHA7 PM20D1 PPAN PPARD PPIB PRDM13 PRG2 PRMT1 PRRG2 PRSS16 PRSS53 PSORS1C1 R3HCC1 RAB31 RAPGEF4 RAPGEFL1 RECQL5 RRS1 S100A12 S100A6 SAPCD2 SEMA4B SEPTIN1 SEPTIN10 SLAMF7 SLC12A9 SLC25A44 SLC25A5-AS1 SLC35C1 SLC39A3 SLC41A2 SLC52A1 SPAG6 SPON2 SPRING1 SPRYD3 SPTBN4 SRD5A3 STUB1 STUM TAFAZZIN TDO2 THAP7-AS1 TIMD4 TLE2 TMEM143 TMEM145 TMEM237 TMEM39B TOM1 TRDMT1 TREML2 TRMT61A TRNP1 TTC9B TUBB2B UBTF UCK1 USP49 UTS2 VWA1 ZFPL1 ZNF208 ZNF471 ZNF585B ZNF875 ZSWIM1 GSE16385_UNTREATED_VS_12H_ROSIGLITAZONE_TREATED_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16385_UNTREATED_VS_12H_ROSIGLITAZONE_TREATED_MACROPHAGE_UP ABCA8 ACSM2A AGT ALDH1L2 ALDH7A1 ANK3 APCDD1 AQP2 AQP7 ARHGAP20 ARHGAP28 ARHGEF28 ARID1A ARRDC4 ARSD ASB11 BOC C17orf98 CACNA1B CALHM5 CAV1 CCDC168 CCR3 CEP170 CFAP410 CLIC2 CMBL COX7A1 CRB1 CSHL1 CSN1S1 CYP2A6 CYP2E1 CYP46A1 CYP7B1 DAND5 DCAF8L2 DDO DIO3OS DISP2 DMBX1 DMRTB1 DOLK DUOX2 EMSY ENC1 F2RL2 FATE1 FBXO30 FCRL3 FIZ1 FKBP7 FMNL2 FNDC9 FOXF1 FOXQ1 FRMD4B GPR26 GRIN2C H4C8 H4C9 HAO1 HOXB13 HPR HRH2 HSD3B2 HTR5A IL1A INPP5J IRX3 ISL2 ITLN1 JPH3 KCNH3 KCNQ5 KIAA1549 KIR3DX1 KLF8 KLHL11 KREMEN1 KRT19 KRT2 KRT81 KRTAP2-3 LDHC LHFPL3 LINC00648 LINC00862 LINC01093 LINC01096 LINC01220 LINC02112 LINC03043 LIPJ LMAN1L LRRC58 LRRTM2 MACROD2-AS1 METTL16 MIR503HG MIR622 MST1 MTMR7 MYO5C MZF1-AS1 NES NKAIN4 NPY4R NRG3 NTN1 OMG P2RX1 PAK6-AS1 PAPLN PAPOLA-DT PCAT18 PCDHA2 PDK4 PDZK1 PKD1L1-AS1 PLCB3 POU4F2 PPEF2 PPIAL4A PPP2R2B PRH1 PRIMA1 PROK2 PRSS55 PTPRZ1 RAI14 RASIP1 RASSF9 RAX RBPJ RDUR SCN10A SCRN1 SH2D4B SHISA3 SHTN1 SLC1A1 SLC24A1 SLC38A11 SLC5A11 SLC7A14 SLC8A1-AS1 SMIM10 SMPX SNX12 SOX17 SPEF1 SPEM2 STRIP2 STUM STX1B SUMO2 TAF1L TAF4B TCF21 TEX38 TMEM54 TPBG TREX2 TRPC2 TRPM4 TSHZ3 TSPAN9 TTLL4 TTLL7 TWIST2 TXLNB USP43 USP45 UTS2B VCAM1 VWA7 ZBTB11-AS1 ZBTB20-AS1 ZC2HC1C ZFP37 ZFP42 ZKSCAN2 ZNF221 ZNF527 ZNF596 ZNF630 ZSWIM5 GSE16386_IL4_VS_IL4_AND_ROSIGLITAZONE_STIM_MACROPHAGE_6H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16386_IL4_VS_IL4_AND_ROSIGLITAZONE_STIM_MACROPHAGE_6H_DN ABCC8 ACTC1 ADAD1 AMMECR1L APOBEC2 ASB4 ATP10B ATP2B3 B3GAT3 BCL2L10 BPIFB2 BRINP1 C11orf97 C2orf73 C3orf18 CA7 CAPN6 CCAR1 CCDC54 CCDC87 CCN1 CCN2 CCN4 CDC20 CDC26 CDCA2 CDK1 CEL CFAP52 CHODL CHRAC1 CKAP2 CKS2 CLDN12 CLDN18 CLMP CLXN CNGA2 COL4A1 COX14 CPA2 CRABP1 CRELD1 CRYBG3 CSDC2 CTNND2 CTSE CTTN CUX2 CXCL13 CXCL2 CYP11B1 DEPP1 DPP10 EIF2D EMG1 EPHA7 EQTN F8A1 FAM227B FBLN1 FBXO36 FEZ1 FOXO3 FPR3 FTCD FTMT GAB1 GABRB3 GJB5 GJD2 GLIPR1L1 GML GPR34 GRIA2 HACD2 HCAR2 HDDC3 HMMR HOXB1 IFNB1 IL7 INSL5 INSYN2B KALRN KCNE3 KCNJ15 KCNN2 KCNV2 KIAA1549L KIF26A KNSTRN KRT2 KRT86 LARGE1 LRRC10B LRRC39 LRRC3B MARF1 MAT1A MBD5 MCCC1 MGAT5 MICOS13 MLC1 MME MMP16 MN1 MSANTD1 MTF1 MYCBP2 NAALADL2 NALCN NAV1 NEB NEK5 NFAM1 NIPSNAP3B NMNAT1 NMNAT2 NR3C1 NRIP3 NTHL1 NUDT7 OLFM3 OPCML OR2T33 ORC3 OSMR OTOG OTOS PAX7 PEX11A PHYHD1 PIGX PIWIL4 PLA2R1 PLCB1 PLEKHA7 PNMT POLN POMT1 PRC1 PRPF38A PSENEN PSRC1 RBP7 REXO5 RGCC RNASET2 RPF2 RPL26 SDCCAG8 SENP7 SEPTIN2 SERF1A SFSWAP SHISA2 SIRT4 SLC22A14 SLC23A1 SLC25A20 SLC25A34 SLC35D2 SLC38A9 SLC41A1 SLC7A13 SON SPATA19 SPATA7 STEAP1 SUGT1 SYT4 SYT9 TAC1 TASL TBC1D32 TCEAL7 TCHHL1 TDRD9 TERB1 THSD1 TINAG TMEM181 TMEM229A TSPAN32 TTC32 USE1 USP29 UTP11 VAMP3 VEGFC VIL1 WNT3 WWTR1 ZCCHC3 ZNF292 ZNF558 GSE16386_IL4_VS_IL4_AND_ROSIGLITAZONE_STIM_MACROPHAGE_6H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16386_IL4_VS_IL4_AND_ROSIGLITAZONE_STIM_MACROPHAGE_6H_UP AARS1 AARSD1 ACAA1 ACP6 ADAM9 ANKRD54 AP2M1 AP3S1 AP4M1 ARMCX4 ASPM ASXL2 ATG2A ATP9B B4GALT1 BAG1 BANF1 BCKDK BDH1 BORCS7 BUB1B C3orf62 CALU CBR1 CCAR1 CCDC51 CCT6A CDKL3 CHEK1 CNIH1 COMT COQ8B CPN2 CPT2 CSNK1G2 CTH CUL2 CYB561D2 DBI DDX3X DERL2 DGCR8 DNAJC10 DNAJC15 DNAJC21 DPF1 DRG2 EEF1D EIF2B1 EIF2S1 EXOSC1 FAM216A FAM220A FAM98A FANCF FHOD1 FRMD6 FZD2 GARS1 GBA2 GCKR GNPAT GOLM2 GSTM3 GSTM4 GTF2IRD1 GTPBP3 GTPBP4 H2AX HNRNPA1 HOOK2 HOXA4 HSD17B12 HSPE1 IBA57 IDH2 IDO2 IFFO2 IPO9 ISY1 ITGB3BP KAT14 KCNAB2 KIAA0753 KXD1 LARP7 LAS1L LDB1 LIN9 LMF1 LRRC8D LUC7L3 MAPK8IP3 MAPKAPK5 MATK MATN2 MECR METTL22 MINDY4 MLLT1 MRPL10 MRPL16 MRPS18A MRPS18B MRPS24 MRPS35 MRPS6 MRS2 MTF2 MYL4 MZT2B NONO NRROS NT5C3B NUDT7 NUP42 NUP54 OLA1 OXT PAG1 PARP16 PGF PGPEP1 PHB1 PI4K2B PKP4 PLBD2 PNKD POLE POLR2I PPIH PPM1A PPP2CB PPP6R3 PRKDC PRODH PTPA PTPN9 QPCTL RAD18 RAD54L RBFA RBM22 RCCD1 RCN2 RHBDF1 RINT1 RNASEH2A RNMT ROPN1L RRP36 RRS1 SAP30L SASS6 SEC11A SFMBT2 SH2B2 SLC1A5 SLC28A2 SLC2A9 SLC35A4 SLC35G1 SMC2 SMIM20 SMPD4 SNRNP25 SNRPD2 SNX7 SPI1 SPRTN STAM STXBP4 SWI5 TAF8 TANGO6 TARS1 TCHP TECR TEX19 TIMM50 TLCD1 TOPBP1 TRMT6 TRUB1 TUBGCP6 UBE2N UCHL5 USP2 UTP11 UXS1 WDR74 WDR77 WIPI2 YJU2 ZC3H7B ZMAT2 ZNF32 ZNF777 ZPR1 GSE16450_CTRL_VS_IFNA_12H_STIM_IMMATURE_NEURON_CELL_LINE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16450_CTRL_VS_IFNA_12H_STIM_IMMATURE_NEURON_CELL_LINE_DN ADAMTS19 ADGRE2 ADGRG3 ADM AEN AFDN-DT AK4 ALDOC AMER2 ANKRD30A ANKRD37 ASPA ATF3 ATP9A AURKA B3GNT4 BAX BGLAP BNIP3 C2CD6 CABP7 CCDC107 CCDC144A CCDC38 CD70 COQ7 CPN1 CRLF2 CSF3 CSRP2 CST11 CTNNAL1 DDB2 DDX59 DEFB125 DHH DHRS3 DKK2 DOK1 DTNB DUSP3 EBF1 ENO1 ENO2 ENSG00000229727 EYA2 FADS1 FBXO22 FBXO24 FBXO42 FDXR FHL2 FUT8-AS1 GADD45A GAPDH GNA15 GPI GPR137 GPR68 GRAP2 GTF2IRD1 H2AC14 H4C2 HAS1 HILPDA HIPK3 HMOX1 IER5 IL2 INHA IPO11 KCND1 KCNK5 KIAA2012-AS1 KLHL14 KRTAP2-4 LCNL1 LGALS12 LGALS4 LINC00479 LINC00635 LINC00698 LINC01114 LINC01949 LINC03019 LMOD3 LPAR4 LRRC39 LRRC75B LYL1 MAFG MAMLD1 MCOLN1 MDM2 MECP2 MIP MIR663AHG MMP2 MXI1 NARF NEU1 NLRP8 NMB NRARP NTMT1 NUBP2 OLR1 OR4C1P ORC6 OSM P2RY2 P4HA1 PARD6A PBX4 PCLAF PCNA PERP PFKFB4 PFKP PHF21B PHLDA1 PHLDA3 PHPT1 PLEK2 PLEKHF1 POM121L9P PPM1A PPM1D PRKAB1 PRND PRRX2 PURPL PUSL1 RAB20 RAMP2-AS1 RASSF7 RBPMS RHBDD1 RHOJ RNF150 RNF227 RRAGD RUNDC3B SCARB1 SCARNA2 SCN2B SDC4 SDCBP2 SH2B2 SH2D2A SLC16A3 SLC25A41 SLC25A51 SLC2A1 SLC35G3 SNHG7 SOGA1 SPINDOC SPTLC3 STARD10 STARD4 STPG1 SYTL3 TAAR5 TBCD TESK1 TFPI TGM1 THEG5 TIGAR TLCD3A TMEM120A TNFRSF10B TNFRSF10D TNFRSF11A TNFSF4 TPI1 TPTE2P1 TRAPPC3L TRIAP1 TUBA4B VEGFA VNN3P WRAP53 YPEL4 ZMAT3 ZNF341 ZNF354B ZNF540 ZNF581 ZNF71 ZNF787 ZNF79 GSE16450_CTRL_VS_IFNA_12H_STIM_IMMATURE_NEURON_CELL_LINE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16450_CTRL_VS_IFNA_12H_STIM_IMMATURE_NEURON_CELL_LINE_UP ABL2 ABTB3 ACACA ADGRA3 ADK ADNP2 AGPS ANXA2R-AS1 ARHGAP15 ASXL1 ATF7IP2 ATP10A ATXN7L1 BABAM2 BBS9 BIVM BLM BTRC C10orf143 CARMIL1 CASK CCT6B CDIN1 CIRBP CLASP2 CMSS1 CREB3L2 CTPS2 DDX10 DDX19B DENND6A DGLUCY DHX33 DIAPH2 DLG1 DNAJC27 DNAJC30 DOCK2 DPYD DTD1 EHBP1 ELAC1 EXOSC2 EXT1 FAM172A FARS2 FARSB FBXL17 FBXO4 FBXW7 FCHSD2 FOCAD FUCA2 FUS FUT8 GABPB1-IT1 GFM1 GMDS GMEB1 GNAQ GPATCH2 GPD1L GPHN GSAP GSK3B GTPBP4 HECTD4 HERC2 HNRNPA3 HNRNPH3 HSD17B8 ITFG1 ITFG2 ITGA6 IVD KDM4A KLF12 LDAH LINC00667 LPP LRBA MAML2 MBTPS2 MDN1 MED13L METAP1D METTL2B MIEF1 MIPEP MLXIP MPRIP MRTFB MSRA MSTO1 NAGA NBAS NBEA NDC1 NF1 NSMCE1 NUDT7 OSBPL1A OTUD4 OXCT1 PARN PATL2 PBX3 PCCA PCNT PCSK5 PDCD4-AS1 PDIA5 PDSS2 PEX10 PEX7 PLD6 PMS2P1 POLA1 POLR3A POLR3B PPP1R10 PPP2R1B PPP2R2B PRKAG2 PRKCA PRKCB PRKCQ PRPF38B PSMD5 PUDP QSOX2 RABL3 RADX RALGAPA2 RASGRF2 RHNO1 RNGTT RSRC1 RTN4IP1 SAMHD1 SCFD2 SKAP1 SKAP2 SLC16A6 SLC20A1 SLC35B4 SLC39A11 SLC7A1 SLC9A8 SLC9A9 SMIM8 SMYD3 SND1 SNHG11 SOCS3 SPIN3 SPINT2 ST20-AS1 STAU2 STX8 TAF3 TANC2 TANGO6 TASP1 TBC1D5 TECPR1 THADA THOC1 TMEM135 TNIK TNRC6A TPK1 TRERF1 TSEN2 TSPYL5 UBASH3B UBIAD1 UBL3 UCP2 URB2 USP51 USP7 UTRN UVRAG VPS13B VPS13D VWA8 WWOX WWP2 XIST XPR1 ZBTB20 ZBTB40 ZMYND8 ZNF407 ZNF689 ZNF839 GSE16450_CTRL_VS_IFNA_12H_STIM_MATURE_NEURON_CELL_LINE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16450_CTRL_VS_IFNA_12H_STIM_MATURE_NEURON_CELL_LINE_DN ABCC1 ACER3 ACVR1B AGO1 AKT2 ALDH2 AMMECR1L ANTKMT APOE AQP8 ARHGAP9 ASF1B ATP13A3 ATP2A2 ATP6V1F ATRAID BRD9 BRF1 BTG2 CA12 CALML5 CAMK2G CANX CASP6 CCDC12 CD14 CD81 CENPF CHIC2 CLEC4A CLEC7A CNGA1 CNIH1 CNOT1 CNOT11 CNST CNTRL COMMD2 CORO2A CPNE1 CPSF7 CSNK2B CST7 CSTB CXCL3 CXCL9 CYBA DDX19A DDX28 DESI2 DFFA DNAJB4 DNTTIP1 DYNC1LI2 DYNLL1 E2F2 ECT2 EFHD2 EHBP1L1 EIF2B3 ELAVL4 ERLIN1 ERP29 FCGR3A FTH1 FUT11 GAS2L3 GNAQ GRAMD1C GRSF1 GSTCD GTF2A1 GUCD1 GUSB H1-2 HCFC1 HOXD8 HTATIP2 IAH1 ICOS IL1RN INSM2 ISG20L2 ITGB2 JAK1 KIAA0319L KIF22 KLRK1 KPNA3 LAMP1 LAMTOR2 LANCL1 LIG1 LY86 MAPK1 MAPK14 MED8 MEMO1 MGST1 MPHOSPH6 MRPL2 MSH5 MT1E MTPAP MYCBP MYO1E NDUFB2 NDUFS2 NEDD1 NEDD4 NIBAN1 NIPSNAP3A NMRAL1 NOXRED1 NUBPL NUDT2 NUSAP1 OSBPL11 OSTC OTULIN OXR1 PBK PEX2 PIGF PLA2G7 PLBD1 PLD4 PMM1 PNO1 POLA1 PPP4R1 PPT1 PRKAB1 PSME2 PTPN18 RBM28 RBM38 RCAN2 RHBDD1 RIGI RNF125 RNF130 RPL24 RPL3 RTRAF SAMSN1 SASS6 SERF2 SGIP1 SGK1 SLAMF8 SLC15A3 SLC22A2 SMIM8 SOCS7 SORCS3-AS1 SOWAHB SP3 SPCS1 SPRYD7 SRPRA STX7 TAF5L TAP1 TAPBPL TAPT1 THADA TIRAP TLR1 TMEM176A TMEM176B TMEM192 TMEM86A TMF1 TNFRSF13B TNS3 TRAF3 TRAFD1 TRAPPC8 TRDMT1 TTC38 TXNL4A UBAC2 UBE2A UBP1 UBXN7 UFL1 URI1 USE1 USP19 USP22 UTP18 VRK3 WDR73 WDR81 WLS XRCC5 YRDC ZCCHC8 ZFP90 GSE16450_CTRL_VS_IFNA_12H_STIM_MATURE_NEURON_CELL_LINE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16450_CTRL_VS_IFNA_12H_STIM_MATURE_NEURON_CELL_LINE_UP ABCA2 ABHD8 ACD ACKR3 ACOX2 ACSM3 ADGRV1 ADORA3 ANK3 APBB1IP AQP7 ASB14 ATF6B ATP12A B4GALT6 BBS9 BCL2L1 BSDC1 BTBD2 C10orf62 C17orf75 C4orf36 CA8 CASZ1 CCDC18 CCDC39 CCL19 CCN4 CD79A CELSR2 CEP131 CFAP221 CHIA CHRNA3 CHRNA5 CLOCK COL14A1 COL25A1 CPN1 CRIP3 CTXN1 CYP1B1 CYP7A1 CZIB DDO DIPK2B DNALI1 DPM3 DUSP18 DUSP28 EFTUD2 EGLN2 ELF3 ELFN1 EPHB4 ETV2 FAM163B FAM20A FAM227A FAM227B FAM229A FCER1A FNDC7 FOXC2 FOXD1 GAN GAPDHS GFAP GIGYF1 GK2 GNL2 GPBP1L1 GPR158 GPR173 GPR179 GPR87 GRAMD1B GRB7 GRIA3 GSC HES2 HHAT HOXD4 HSF2BP IFFO2 IGF1R IGFBP3 IGFBP6 IGFBP7 IGLL1 IL1RL2 INHBC INPPL1 INS INSC INSYN1 KBTBD4 KCNQ1 KLC3 KRTAP19-3 LRGUK LRIT2 LRRC72 LRRTM2 LY6G6D LYPD3 LYRM1 MAPK4 MAPK8IP2 MATN2 MEOX2 MFAP5 MN1 MPP2 MPZL2 MST1 MTG2 MYH11 MYO5C MYOF NAGA NEK2 NFE2L3 NKX6-1 NOL3 NR1H2 NTF3 NXPH2 ODF3B PACRG PBLD PCNT PDGFRL PDHA2 PDIA4 PDXP PHACTR3 PLCD1 PPP1R1B PPP1R26 PRAMEF2 PRUNE1 PTGER3 PTPDC1 PTPRM QRICH1 RAPGEF3 RCBTB1 RGS9 RIBC2 RIMKLA RPL27 RTKN SBSPON SCD SCTR SFI1 SGF29 SGTB SH2B2 SLC16A11 SLC17A7 SLC39A2 SLURP1 SNX20 SOX1 SOX7 SOX9 SPIC SYT2 TBCCD1 TBX19 TERB2 TFAP2C THEM6 TLE2 TMEM177 TMEM191C TMEM200A TMEM30A-DT TMOD1 TRARG1 TSPAN17 TSPY1 TTC13 TYRP1 UBQLNL UBXN11 UPP2 VTI1A WDR64 ZCWPW2 ZFP1 ZFP14 ZHX3 ZMAT5 ZNF282 ZNF398 ZNF707 ZYG11A GSE16450_CTRL_VS_IFNA_6H_STIM_IMMATURE_NEURON_CELL_LINE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16450_CTRL_VS_IFNA_6H_STIM_IMMATURE_NEURON_CELL_LINE_DN ABI2 ACP5 ADH4 ADRB2 AHNAK ANXA1 ANXA2R AP1G2 APBB1 ARHGEF1 ARHGEF3 ARL4C ARRDC2 ARRDC3 ATM ATP2B4 AUTS2 B3GALT4 BORCS6 BTN3A1 BTN3A3 C16orf54 C1orf21 C2orf68 C3AR1 CAMSAP2 CASP8 CASTOR3P CBY1 CCDC88C CCNG2 CDC25B CDKN1C CLEC2B CREBRF CSF3 CTNNB1 CXCR4 CYSLTR1 CYTH3 CYTH4 DHRS1 DPEP2 EDAR EEIG1 EHD1 EPC1 EVI2B EZH1 FAM167A FAM219B FAM8A1 FBXL20 FCMR FDXR FGFBP2 FHIP2B FOXO4 FTH1 FTH1P5 FYB1 GAB3 GAL3ST4 GDPD3 GIMAP1 GIMAP2 GIMAP4 GIMAP6 GRAMD1C GRAP GTSE1 GVINP1 H2AC6 HBP1 HPCAL4 ID3 IL7R ING4 IPCEF1 IRAG2 ITGB7 ITM2C JMJD1C-AS1 KIAA0513 KLF3 KLRB1 LAPTM5 LDLRAP1 LINC01138 LINC01949 LINC02481 MAL MAP3K1 MARF1 MBP MED13L MEF2D MIAT MICAL1 MIR23AHG MXI1 MXRA7 NBPF1 NBR2 NDE1 NDRG1 NDRG3 NLRC3 NLRC5 NOL12 NR1D2 NRIP2 NTNG2 NUMA1 OPTN ORAI3 OTULINL P2RY10 P2RY8 PAQR8 PBXIP1 PCMTD1 PDE3B PDE4D PDK3 PFKFB4 PHC1 PIDD1 PIK3IP1 PIK3R1 PITPNC1 PLAAT4 PLAC8 PLEKHA2 PLEKHB1 PLXND1 PNISR PNRC1 PRMT2 PRRC2B PRSS53 PWWP2B RABGAP1L RBAK RGS2 RIMKLB RIPOR2 RPS27L S100PBP S1PR4 SDHAP2 SESN1 SIRT2 SLC26A11 SMAD7 SMIM14 SNPH SORBS3 SOX6 SPON1 ST3GAL5 STK38 SUN2 SYNE2 SYNJ2BP TBC1D10C TBCD TECPR1 TEPSIN TFPI TLE4 TMEM191A TMEM94 TNFRSF10B TNNI2 TP53INP1 TSC22D3 TSPOAP1 TTC9 USP35 VAMP1 VAMP2 VNN3P WHAMM WNT7A WSB1 XPC YPEL2 YPEL5 ZER1 ZFP36L2 ZMAT3 ZNF222 ZNF33B ZNF550 GSE16450_CTRL_VS_IFNA_6H_STIM_IMMATURE_NEURON_CELL_LINE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16450_CTRL_VS_IFNA_6H_STIM_IMMATURE_NEURON_CELL_LINE_UP ACAP2 ADH4 AFF1 AFF3 ANKRD46 ANKRD7 ANO6 ANXA1 APC APLNR ARHGEF6 ATF7IP2 ATG10 ATP7A ATP8A2 AVPR1A BCL6 BFAR BHLHE22 BMP2K BTLA C1orf216 C2orf49 C3 C3orf62 CATSPERZ CBLB CCNG1 CD160 CD226 CD302 CD79B CD96 CDK12 CDK6 CHST15 CP CREB1 CRTAM CTNNA3 CUBN CYB561 CYP4X1 DAW1 DCLK1 DCLRE1C DLEU7 DOP1A DPP4 DSC2 DSP DUSP16 ELMOD2 EPS15 EPS15L1 ERCC5 ETV3 ETV6 EXOC2 EXOC6B EXTL2 FAM166A FANCD2OS FCGR3A FCRL1 FLCN FNDC10 FNIP1 FOXN3 FOXP3 GBP2 GBP6 GLCE GNA13 GPR171 GPR84 GPRASP2 GRAMD1B GRHL1 HAGH HBA2 HFE IARS1 IFIH1 IFIT1B IL1R2 IL1RAP IL22 IMPACT INKA1 INPP5B JAK2 KIF26A KLHL20 LACTB LDHB LEFTY2 LITAF LRRC75A MAGEA11 MARCHF5 MFF MFHAS1 MGAT4A MIB1 MOG MRPL9 MRPS6 NCOA1 NDST2 NGLY1 NODAL NOTCH1 NOTCH2 NPC2 NT5DC1 OSBPL8 PARD6B PARP3 PCCA PDZRN3 PITPNC1 PLEK POT1 PPFIBP1 PPM1E PPP2R1B PSAPL1 RABGAP1L RALGAPA2 RAPGEF2 RB1 RBPMS2 REG1A RGS20 RNF114 RNF170 RNF19A ROBO2 RPRD1A RREB1 SACS SAG SCN9A SCO1 SDE2 SEL1L3 SEMA5A SHC4 SLAMF1 SLC25A36 SLC27A2 SLC30A4 SLC39A14 SLC45A4 SMIM13 SPPL2A STAB1 STX11 SYNE4 SYT5 TAFA4 TGFBRAP1 THNSL2 TIMM29 TINAG TLE4 TLR3 TMEM218 TMEM237 TMEM74 TMPRSS3 TPH2 TRHDE TSPAN6 TTC3 TTC9C TTLL7 UBR1 UMOD UNC45B USP38 UTRN VCAM1 WARS2 WSB2 YAF2 YPEL4 ZBED5 ZBTB40 ZBTB44 ZC3H12C ZFC3H1 ZNF182 ZNF189 ZNF236 ZNF518A ZNF628 ZRSR2 ZUP1 GSE16450_CTRL_VS_IFNA_6H_STIM_MATURE_NEURON_CELL_LINE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16450_CTRL_VS_IFNA_6H_STIM_MATURE_NEURON_CELL_LINE_DN ABCB8 ACTR2 ADAP1 ADORA2A ADRB2 AKAP13 AKT1S1 ALDH4A1 AP3B1 AQP12A ARID1A ARPC4 ASS1 ATP5MG ATP6V0C BCL2L15 BOK BRD3OS BTF3 BTG2 C15orf39 C20orf96 CALR CARS1 CASP9 CAST CCAR2 CCDC125 CCNI CCR4 CD200R1 CD3E CD53 CD7 CD81 CD82 CDKN2AIP CENPB CHADL CIRBP CMTR1 CNN1 CNPY3 COX20 COX8A CRIP1 CRLF3 CSRP1 DCAF15 DDX52 DGAT2 DND1 DYNC1LI1 EBI3 EFTUD2 EIF2AK1 EIF2S3 EIF4A1 EIF4B EIF4EBP2 EML4 ENTR1 ERCC2 ERF FAM241B FGFRL1 FTH1 G3BP1 GATAD2A GIGYF1 GIMAP6 GOLT1B GPBP1L1 HADHA HMGB2 HMGCR HNRNPD HNRNPL HNRNPU HYLS1 ICOSLG IFNAR1 IL21R IL4R ILF2 ILKAP IPCEF1 IRAK2 IRF4 ITGAL ITGB1 ITPKB IVNS1ABP KCNA3 KDM3B KLRG1 KSR1 LAMTOR4 LAPTM4A LARP1 LARP7 LMBR1L LRFN3 LSG1 LSM5 LSM6 MALAT1 MARK2 MICOS13 MID1IP1 MKNK2 MKS1 MPDU1 MR1 MT2A MYH9 N4BP2L2 NARF NEDD8 NID2 NPLOC4 NSA2 NTN1 ORAI2 OS9 PATJ PBX2 PCNX3 PECAM1 PFDN2 PFN1 PI4KB PNPLA7 POLR3F PPIE PPP4R3A PRAF2 PSMB2 PSMB7 PTGES3 PTP4A2 QRICH1 RAB4A RAB8A RAB8B RARA RASSF3 RBM17 RBM25 RNF220 RRAGA RTL8C S100A10 S100A6 S1PR1 SAFB SAT1 SDHC SEC61G SERTAD2 SETD1B SIDT1 SLC14A1 SLC22A5 SLC25A30 SLC29A4 SLC2A3 SMN1 SPOP ST3GAL4 STAMBP STK11 TBC1D10A TCF25 TIMM10B TMC4 TMEM167B TMEM81 TNRC6B TOX TP53 TPP2 TRAF4 TSC22D3 TSHZ1 TSNAX TSPYL2 TTC1 UBAC2 UBE2I UBE2S UBR5 UFD1 VPS18 VPS54 WDR1 XPA YIPF4 YWHAZ ZFAND6 GSE16450_CTRL_VS_IFNA_6H_STIM_MATURE_NEURON_CELL_LINE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16450_CTRL_VS_IFNA_6H_STIM_MATURE_NEURON_CELL_LINE_UP A1CF ABCA4 ADAM11 ADAMTS19 AHCYL2 AKR1C4 ANO1 APOBR ARMC9 ATP1A4 B3GALT1 B3GNT5 BTBD2 C19orf12 C3orf70 CA10 CCR2 CCS CD1D CD34 CD86 CHD3 CNDP2 COG8 CORO2A CORO7 CPB2 CPE CTLA4 CTNND1 CWH43 CYBB CYP4F3 DBP DDX60 DLG4 DLX4 DRC1 DTX3L DUSP8 ECM1 EIF4E3 ENTREP3 FAM174B FAT4 FBLN2 FBN1 FGG FUT7 GABBR1 GATA1 GBP7 GCK GLRA4 GLYAT GM2A GOLGA7B GPR182 GPR83 GPX6 GRHL3 HECTD3 HIPK2 HLA-DOB HYKK ICOS IFNLR1 IGFLR1 IGSF1 IKZF2 IKZF4 IL17RB IL17RE IL18R1 IL2RA INPP5K INSC ITGAE ITIH5 ITM2C KAT2B KCND2 KCNH2 KCNQ4 KDSR KLHL26 KLK11 KLKB1 KLRG1 KRT5 LGI1 LRP1B LRRC8C LRRN2 MB MDGA2 MEDAG MEF2D MGST2 MICALL1 MMP2 MRAP MTMR3 MXD1 NCCRP1 NDRG1 NETO1 NEUROD4 NIPAL1 NOX4 NRP1 NRP2 NT5DC3 NT5E NTM NWD2 OIT3 PADI4 PANX3 PDE6H PFN2 PHC3 PHLPP1 PIANP PIK3R1 PLAC8 PPM1L PPP1R3F PRDM2 PRG3 PRKD3 PRNP PSMA8 PTGS1 PTPN13 PVALB RAB11FIP2 RAB3A RANBP6 RASGEF1A RCAN3 RCN1 RGL2 RGS14 RIMBP2 RIMS3 RNASE4 RNASEL RRAGD RTP4 SELP SERTAD4BP SGK1 SH3RF3 SLC14A1 SLC22A8 SLC26A5 SLITRK1 SOCS2 SOCS3 SPDYA SPOCK2 SSH1 ST8SIA4 STMND1 SWAP70 SYP SYT4 SYTL1 TAFA3 TAS1R3 TBC1D14 TBC1D20 TBC1D30 TCF7L1 TECPR1 TFAP2D TIAM1 TMCC3 TMEM164 TMEM25 TMEM80 TMEM91 TMOD4 TNS1 TOP3B TP53I11 TPCN1 TRAF3IP1 TRPA1 TSC22D4 TXK TXNIP VEGFC WLS ZDHHC8 ZNF608 ZNRF1 ZP2 GSE16450_IMMATURE_VS_MATURE_NEURON_CELL_LINE_12H_IFNA_STIM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16450_IMMATURE_VS_MATURE_NEURON_CELL_LINE_12H_IFNA_STIM_DN ABTB2 ACTN1 AEN AMZ1 APPBP2 ARAP2 ASNS ATP6V0C ATP6V1D ATP8B4 ATXN1 B3GNT2 BCL10 BCL2A1 BCLAF3 BDP1 BHLHE40 BLTP1 BTLA C1orf74 C5orf63 CAMLG CASP4 CCNG1 CCSER2 CD69 CDK17 CDKN1A CEBPB CEBPZOS CENPQ CEP162 CEP43 CFLAR CHAC1 CHKA CHORDC1 CHST15 CKLF CLIC4 COQ10B COX15 CRABP2 CRAMP1 CRTAM DDIAS DDX4 DNAAF4 EDN1 EEA1 EGR1 EIF4EBP1 EML1 EPS15L1 ERCC6L2 FAM220A FAM241A FASLG FBXO22 FBXO3 GADD45B GBF1 GFI1 GFOD1 GINM1 GLS GOLGB1 GOSR1 GPCPD1 GPT2 GTF3C6 IARS1 IFIH1 IFNG IL13 IL15RA IL2 IL34 INO80 ITIH3 ITIH4 JAK2 KCNQ5 KLHDC2 LACC1 LANCL3 METTL6 MFF MFSD6 MRPL9 MTRR MYD88 MYH10 MYH7 NAB1 NAGLU NEK1 NFKBIE NFKBIL1 NLK NOL8 NOS3 NSUN6 NUP54 ODR4 OGFOD1 OSGEPL1 OXNAD1 PARS2 PCGF5 PDE3B PDLIM5 PEX7 PHLDA3 PIGN PIP5K1A PMS1 POLK PON2 POU2AF1 PPP4R3B PRAMEF8 PSPH PURB PWP1 QRICH1 R3HDM2 RAB6A RBBP8 RBM5 RBPMS2 RER1 REV3L RGS2 RGS3 RNF19A RNFT1 RPRD2 RPS27 SAT1 SATB1 SAYSD1 SCAF8 SCN4B SDF2 SF3B4 SH3KBP1 SIK3 SIRT3 SLC19A2 SLC6A2 SLC7A1 SLC7A3 SLFN12L SMARCA5 SNAPC1 SNX32 SNX9 SOS2 SRP54 STAT4 SYNJ2 TAF13 TAGAP TATDN1 TEX15 TFB1M TGIF2 TIMM17B TLCD1 TMEM167A TMEM184C TMEM41B TMEM62 TNFSF8 TRAPPC2B TRIB3 TRMT10A TTC19 TUSC1 TXNL4B TYW5 UBA3 UBE2T UBXN2A ULK2 UQCC3 USP16 UTP20 WDHD1 ZBTB21 ZDHHC13 ZDHHC6 ZFAND3 ZFP62 ZNF322 ZNF330 ZNF426 ZNF775 ZXDB GSE16450_IMMATURE_VS_MATURE_NEURON_CELL_LINE_12H_IFNA_STIM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16450_IMMATURE_VS_MATURE_NEURON_CELL_LINE_12H_IFNA_STIM_UP ABCA7 ABCB1 ACAP1 ADD1 ADGRE5 AKNA ALDH6A1 AMPD1 AMPD3 ANXA2 ARHGAP18 ARHGAP20 ARHGAP4 ARHGAP9 ARHGEF10 ARHGEF18 ARID4B ARRB1 ASAP1 ASH1L ATP10D AXIN2 BAZ2B BICRA BICRAL BLVRB BMT2 BTLA C3orf70 C5orf34 CARNS1 CCL5 CCNG2 CCNL2 CCR9 CD1D CD200R1L CD7 CD84 CD8B CD96 CDC42EP3 CDC42SE2 CHDH CHST10 CLK1 CREB1 CREBBP CRIM1 CSGALNACT1 CTSE CYBB CYP4F3 CYRIA CYTH1 DAXX DBNDD2 DDX60 DENND1C DHX58 DMTF1 DPP4 DTX1 DZIP1 ECM1 EPHB6 EPSTI1 EVA1B EVI2B FAH FAM117A FCHSD1 GABRR2 GIMAP4 GLCCI1 GLRX GM2A GMFG GPLD1 GPR183 GSDMD GUCY1A1 H2BC3 HAL HAPSTR1 HCST HEXB HIP1R HMG20A HSDL1 HVCN1 IFIT1 IFT80 IL1R2 IL1RAP IL1RL1 IRF7 ITGB8 ITM2C KBTBD11 KCNA3 KDM7A KIAA0040 KLRG1 KMT2E L1CAM LAMC1 LGMN MAN1A1 MAP2K6 MAP3K3 MATK MEX3B MXRA8 MYLIP MYO1F NBEAL1 NMB NOD1 NRIP1 NRP1 OS9 OSGIN1 P2RX7 PAQR7 PCMTD1 PGAP1 PGLYRP1 PGLYRP2 PHF1 PHLPP1 PITPNM1 PLCB4 PLEKHG2 PNPLA7 PRKAB1 PRKX PRR14 PTPN13 PTPN18 PTPRE RAB37 RAP1GAP2 RAPGEF2 RAPGEF5 RAPGEF6 RASGRF2 RASGRP2 RFX1 RGL2 RGS14 RIGI RIPOR2 RPRD2 RSBN1 S100A4 S100A6 SAPCD1 SCG5 SDC4 SDCBP2 SERPINI1 SH3BGRL2 SLAMF6 SLC14A1 SLC35B3 SLC9A9 SMAP1 SMC6 SMPDL3A SORL1 SPACA1 SPOCK2 SRPK2 STK10 SWAP70 SYNE1 SYTL2 TDGF1 TECPR1 TMEM154 TMEM31 TMEM63A TMOD4 TP53I11 TPCN1 TSPAN13 TTC28 TUT4 UBAC2 ULK2 UTRN VRK3 WDR26 XAF1 ZCCHC18 ZDHHC15 ZFP36L1 ZMYND11 ZNF292 GSE16450_IMMATURE_VS_MATURE_NEURON_CELL_LINE_6H_IFNA_STIM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16450_IMMATURE_VS_MATURE_NEURON_CELL_LINE_6H_IFNA_STIM_DN ACRV1 ADCK5 ADH7 ADTRP ALDH16A1 ALDH5A1 ALPL ANKRD9 APEH ARHGAP9 ARPC1B ART5 ASB4 B3GNT2 B3GNT7 BMAL2 BMP2 BOP1 BPIFC BRPF1 BZW2 C15orf39 C19orf44 CA5B CARMIL2 CCN5 CCR1 CD36 CDK11B CHRNA5 CLUH CMTR1 CNOT10 COG2 COG6 COL11A2 COL4A2 CREB5 CSF3 CTXN2 CYB5RL DAO DCAF15 DCAKD DDX3Y DMBT1 DPCD DTNA E2F2 EFNA4 EIPR1 EMILIN3 EPB41L4B ERICH2 EVC2 F2RL3 FAM117A FBLN2 FBXO7 FKBPL FMNL3 FZD7 GABRQ GALNT6 GAPDHS GC GDF10 GDPD3 GLB1L GLRX GLYAT GM2A GNL1 GORASP1 GPAA1 GPR88 GRPR GSX2 HAAO HAGHL HCN2 HEPACAM2 HIP1 HIRA HPS6 HSFY2 HYAL3 IFITM5 IGHM IL3RA IL4R IMPDH1 IRF4 ISG20 ITGA2B ITGA8 ITPR3 KCNF1 KCNG4 KCNH2 KDM5D KLF7 KRT33A LAMC1 LDHC LIMK2 LINC01973 LIPN LMF2 LRAT LRRN1 MAPK8IP1 MASP2 MED16 MOS MS4A10 MT1E MTA3 MTF2 MX1 MYO16 NIPAL1 NKX2-4 NOL12 NQO1 NSUN5 NTN1 PARVG PAX4 PCDH9 PHOX2A PITPNM1 PLAUR PLBD2 PLEKHH2 PNPLA1 POLR3GL PPP1R3B PRDM1 PRDM9 PSEN2 PTPRE RAB13 RAB8A RAC3 RBCK1 RCC1 RCSD1 RGS14 RNF32 RNH1 RP1L1 RPS6KB2 RPUSD1 RXFP1 RYR1 SEC14L2 SGK1 SIDT1 SLC12A9 SLC16A9 SLC18A2 SLC31A1 SLC4A3 SLC7A4 SLIT1 SLITRK3 SMCO1 SMPD5 SNAI3-AS1 SOWAHA STOML2 SUN3 SYT12 TAFA2 TENM1 TLN1 TMEM121B TMEM161A TMEM231 TMOD2 TRAIP TRPV2 TXNDC5 TYRO3 UBAC2 UMODL1 UNC5A UTY VEGFA VSTM2L XBP1 XKR6 ZBTB12 ZBTB7B ZDHHC8 ZNF43 ZNF580 ZNF704 ZPBP2 GSE16450_IMMATURE_VS_MATURE_NEURON_CELL_LINE_6H_IFNA_STIM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16450_IMMATURE_VS_MATURE_NEURON_CELL_LINE_6H_IFNA_STIM_UP ADAR ADGRD1 ADGRG3 ADM AFF2 AHNAK AMN ANO8 ANP32A AP3B2 ASAP1 ATP10D AVPR1B BAZ2B BTLA CBLB CCDC17 CCDC39 CCR9 CD84 CDH16 CDKN1C CHAD CILK1 COMMD9 CXCL10 CXXC5 CYB5RL DACH2 DBNDD2 DNAJB8 DPP4 DTX4 EEF1A2 EFNA1 ELL3 ENTPD6 ERBB2 EVI2B EVL FAM167A FAM83G FBXW4 FIGLA FMO5 FOXJ2 FOXO3 FRAT2 FRK FSCN3 GABRR2 GHR GP2 GPLD1 GPR171 GPR84 GSG1L GSR GXYLT2 HAL HCAR1 HCG4 HID1 HIGD1B HIVEP2 HLA-DQA1 HOXB9 HOXC10 HOXD1 HSD17B11 IFIT1B IFITM5 IGF1R IGFBP7 IL13 IL17RD IL1R2 IL25 IL33 IMPACT ITGA1 KCNA3 KCNE5 KCTD12 KDM6B KIFC3 KLC2 KLHL18 KMO KMT2D KRT36 LAG3 LDHAL6B LETM2 LGALS3 LIMS4 LINC00301 LKAAEAR1 LMNA LRP1B LRP6 LRRC17 LRRN4CL LYPD5 MAP3K1 MAP3K3 MAP3K6 MARCHF3 MBTD1 MCTP2 MEF2D MFSD2B MSI2 MSL1 MYOZ3 NCOA1 NNMT NRN1 OLFML2A OPN1SW OTOS OTUD1 PACSIN1 PADI1 PARP4 PATJ PCSK5 PFKFB4 PHOX2A PLEKHO1 POU2AF1 PPP2R5B PPTC7 PRCP PRKCZ PRR5L PTCHD4 PTH2R QPRT RAB27B RAPGEF2 RARG RDH5 RIMS3 RIPOR2 RNF19A RP1L1 RTN1 SAA1 SCT SELP SERPINB1 SH3BGRL2 SH3RF2 SLC22A7 SLC27A5 SLCO1B3 SMAD6 SMAD9 SMG1 SNPH SNX29 SORL1 SOX7 SOX8 SPHKAP STIM1 SYNE2 SYT1 TFEC TLL1 TM4SF20 TMEM17 TMEM31 TMTC2 TNRC18 TNRC6C TOX2 TTC17 TTLL7 UCN2 UGT2B15 UNC45B UPK1B UPK3B UTF1 WIPF2 WNT3 WNT9A XKRX XYLT2 ZBTB2 ZBTB4 ZFYVE28 ZNF157 ZNF236 ZNF628 ZP2 ZRANB1 GSE16450_IMMATURE_VS_MATURE_NEURON_CELL_LINE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16450_IMMATURE_VS_MATURE_NEURON_CELL_LINE_DN ABCF2 ACAD9 ACY1 AGK ALG1 ALYREF AMD1 ARMCX1 AURKA B3GNT5 BCL2L1 BLM BPNT2 C17orf58 C19orf48P C1orf216 C9orf40 CALCB CAMK2D CAMTA2 CCDC86 CCNB1 CD200 CD320 CDC20 CDC45 CDCA7 CDK6 CENPN CENPU CHAF1A CHEK1 CLUH COL6A3 COPRS CYP27B1 DDIAS DDX49 DDX51 DDX56 DHRS7B DPH2 DTL EGR3 EIF2B3 EIF4EBP1 EPOP ESPL1 EVI5 EXOSC4 EZH2 F5 FANCE FARSA FDX2 FNTB FOSL1 FRMD4B FXN GALR2 GFOD1 GINS2 GINS3 GOT1 GPT2 GRAMD4 GTF2H2 HELLS HILPDA HIVEP3 HOMER1 HPDL HSF5 IL10 IL12RB2 IL17A IL17F IL2 IL22 IL2RA IL3 IL9 INSM1 IRF8 KBTBD8 KCNK5 KCNK6 KIF3B KNSTRN LAG3 LIF LIG3 LRP8 LTA MAGOH2P MAPK13 MCM4 MED27 METTL1 MFSD2A MMAB MRPL4 MRPS34 MRRF MYBBP1A NANP NCLN NDFIP2 NEFH NETO2 NEU1 NOC4L NOL6 NOP14 NOP2 NPM3 NPRL3 NTMT1 NUDC NUDT4 OIP5 ORC6 PA2G4 PCBD1 PCLAF PDCD11 PEMT PFKP PHGDH PINX1 PLAGL2 POFUT1 POLD2 POLE2 POLR1A POLR2D POLR3G PPAN PRR3 PUSL1 RAB11FIP1 RBBP8 RFC2 RFC3 RPE RRP1 RRP9 SDC4 SERPINE2 SFXN4 SHMT2 SLAMF1 SLC16A1 SLC1A5 SLC25A17 SLC25A19 SLC38A5 SLC3A2 SNRPC SNX8 SPAG1 ST20 STIP1 SUV39H2 THOP1 TIMM13 TIMM44 TIMM50 TIMM8A TLCD1 TMEM97 TNF TNFRSF4 TNFRSF9 TNFSF14 TNIP3 TOMM34 TOMM40 TRAP1 TRIP13 TRIP6 TTK TTLL12 UBE2T UCK2 UHRF1 URB2 USP14 UTP20 UTP4 VDR VPS37C WRAP53 YBX3 ZBED2 ZNRD2 ZWILCH ZWINT GSE16450_IMMATURE_VS_MATURE_NEURON_CELL_LINE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16450_IMMATURE_VS_MATURE_NEURON_CELL_LINE_UP ABLIM1 ABTB3 ACCS ACSS1 ADA2 ADD3 AGO4 AK1 AKAP13 ALOX12-AS1 ANKRD36B ANXA2R-AS1 APBA2 APOL3 AQP3 ARHGAP45 ARHGDIB ARHGEF18 ARL4C ARRDC2 ATF7IP2 ATG14 ATM ATXN7 ATXN7L1 B3GALT4 BBIP1 BCL11B BMAL1 BTN3A1 C16orf54 CAPRIN2 CCDC18-AS1 CCNG2 CD52 CHKB CNOT6L CREBRF CRTC3 CSNK1G2 CXCR4 CYTH1 DDX6 DENND6A DPEP2 EDAR EEIG1 ENTPD4 EPHA4 FAM223B FBXL20 FBXO32 FCMR FGD3 FOXO3 FRAT1 GAL3ST4 GLIPR1 GOLGB1 GPR18 GPR68 GRAP GSAP GSN GSTK1 GZMK H2AC6 HACD4 HBP1 HCG27 HECTD4 HERC1 HERPUD2 HSBP1L1 IDS IFFO1 IFNAR2 IL10RA IL7R IPCEF1 IRAG2 ITFG2 ITGA6 KANSL1 KLF2 KLF3 KLRB1 LAPTM5 LEPROTL1 LINC00528 LINC01138 LINC02481 LYRM9 MAL MALAT1 MAP3K1 MARCHF8 MBP MED13L MICAL1 MLXIP MPPE1 NDRG1 NF1 NKTR NLRC3 NLRC5 NLRP1 NR1D2 NUDT7 OCEL1 OFD1 P2RY8 PAN3 PBX4 PBXIP1 PCED1A PDCD4 PDCD4-AS1 PDK3 PECAM1 PELI2 PHF21A PIAS1 PIK3IP1 PIK3R1 PIK3R5 PINK1 PNRC1 POGZ POU6F1 PPP3CA PRKCQ PRRC2B RABGAP1L RALGPS2 RASA3 RASGRP1 RASSF6 RIPOR2 RNF103 RNF166 RTL10 SAP30L SCML1 SCML4 SENP7 SERINC5 SETD1B SH3BP5-AS1 SLC25A25-AS1 SLC35D2 SLC9A9 SNN SORL1 SPDYE1 SPOCK2 SPSB3 SSH2 ST3GAL5 STAG3L1 STK17B SUN2 SYNE2 SYTL2 TANC2 TC2N TECPR1 TLE4 TNRC6B TPBG TRIM73 TRPV1 TSC1 TSC22D1 TSC22D3 TXNDC16 USP3 UTRN VAMP1 VNN2 VPS13C WHAMM YPEL2 YPEL4 YPEL5 ZBTB18 ZBTB20 ZBTB40 ZCCHC14 ZFP36L2 ZFYVE1 ZNF394 ZNF862 ZSCAN2 GSE16451_CTRL_VS_WEST_EQUINE_ENC_VIRUS_IMMATURE_NEURON_CELL_LINE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16451_CTRL_VS_WEST_EQUINE_ENC_VIRUS_IMMATURE_NEURON_CELL_LINE_DN AARS1 ADAT3 AEN AKIP1 AKR1C3 ALCAM ALPK2 AMZ1 ANXA3 ASF1B ASNS ATAD2 ATP1A2 BCAT1 BLTP3A BTBD19 C15orf48 C8orf76 CARNMT1 CAVIN3 CCHCR1 CDC6 CDCA5 CDK6 CDKN1A CENPK CENPP CEP170B CHEK1 CINP CKS1B CNDP2 COMMD9 COQ3 COQ4 COX19 COX7A1 CPD CPSF4 CTNNA1 CYP11A1 CYP51A1 DCTPP1 DHFR DIP2C DNAAF2 DNAAF4 DPCD DSCC1 DSN1 DYRK3 EGLN3 EHD4 EI24 EIF2D EIF4EBP1 ERAP1 EXOC2 FABP5 FAM72A FANCI FCRL1 FRRS1 GAR1 GCSH GEMIN6 GFER GINS1 GJA1 GLOD4 GLRX2 GPR171 GPR89B HAX1 HLA-DMA HTT IARS1 IDE IFT172 IFT25 IFT57 IMPDH2 INTS7 IPO4 IRF8 KMT5A LAIR1 LEO1 LITAF LONRF3 LPGAT1 LRRC75A MAFG MAP3K20 MAPKAPK3 MARS1 MCM10 METTL1 METTL2B METTL4 MFSD12 MPZL1 MRPL41 MRPL48 MRRF MT1E MTG1 MYCBP MYO1C N4BP1 NAPB NARS1 NCAPG NCAPG2 NCAPH NEK6 NICN1 NME6 NNMT NOC3L NUDT1 NUF2 NUP43 OXCT1 P4HB PAFAH2 PBK PIGF PLSCR1 POLA1 POLE PPFIBP1 PPP2R1B PRPF31 PSAPL1 PSAT1 PSMD1 PSME3 PSRC1 PTPRS RACGAP1 RAD51 RAD54L RARS2 RBPJ RHOQ RNF149 RNF214 RNMT RRM2 RSPH3 RUFY3 SEMA7A SEPHS1 SGO1 SHCBP1 SLC30A4 SLC39A14 SLC39A8 SLC5A3 SLC66A1 SLC7A1 SLC9B2 SLFN12 SMYD3 SNHG32 SNORD89 SNX12 SPC25 SPP1 SPSB1 ST7 STAB1 STIL SYCE2 TBX21 TCF19 TDRKH TFDP2 TIGD2 TIMM8A TLE6 TMA16 TMEM35A TMPRSS3 TPX2 TRAIP TRMT5 TSEN2 UBE2F UBE3D UBL4A UMPS VCL WDR12 ZBED5 ZMAT3 ZNF22 ZNF580 ZNF593 GSE16451_CTRL_VS_WEST_EQUINE_ENC_VIRUS_IMMATURE_NEURON_CELL_LINE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16451_CTRL_VS_WEST_EQUINE_ENC_VIRUS_IMMATURE_NEURON_CELL_LINE_UP ACADM ACP3 ACSS2 ACTN1 ACVR1B ADGRG3 ADH1C ADI1 APPL2 AQR AR ARHGAP29 ARL4C ATN1 ATP10A ATP1B1 ATP6V0A2 ATP6V1H ATP8B4 ATRAID ATXN7L3B BOLA2 BPNT1 C19orf38 C1orf35 CACNB1 CARD19 CCL5 CD200R1L CD2AP CDH13 CEP164 CERS6 CGAS CLIP1 CLTB CMC1 CNGA1 COMMD8 COQ10A CXCR6 CYP2S1 DAAM1 DAPL1 DHRS13 DOP1A DPY19L1 DSE DTWD2 DZIP1 EEF1G EHD3 EIF2B3 EIF3I ELOVL7 EMC10 EMG1 ENC1 EPAS1 EPB41 EVI2B FAM117B FAM120AOS FBP1 FNTB GAB3 GALNT10 GGT1 GGT5 GMFG GNG8 GPD2 GPN1 GPR180 GRAMD4 GZMK HDDC2 HID1 HPCAL1 HS3ST3B1 IBTK IKZF1 IL1RL2 IL21 IL4 ITGB3 ITPR1 KCNMB4 KHDRBS3 KLHDC1 KLRD1 KREMEN1 LAIR1 LDLRAP1 LEF1 LHFPL3 LMO4 LRRC75B LYPD6B MACROD1 MAK16 MBOAT1 MBOAT4 MBP METTL1 METTL13 METTL9 MFHAS1 MFSD6 MIA2 MKS1 MPHOSPH9 MRPL11 MRPL30 MRPS18B MSRA MTFR1L MYO10 NACC2 NLK NME4 NTRK3 NUCKS1 OSTF1 PAG1 PALS2 PAQR7 PCCA PCCB PCYOX1 PDE5A PDLIM1 PDLIM4 PEX12 PIK3IP1 PIK3R5 PIM2 PIP4K2A POLR1A POLR1G POLR2H POLR3E POU2AF1 PPIF PPIL4 PRKAR2A PRMT3 PUM3 PUS7L PWP2 PXYLP1 QTRT1 RAB11FIP4 RAPGEF4 RARS1 RCC1L RFLNB RGCC RGMB RNF122 RNF166 RNF32 RPS23 RRP15 RSU1 RUNX3 SCP2 SEMA4A SEMA4F SESTD1 SGK3 SHLD1 SLC16A5 SLC30A4 SLC30A5 SMURF2 SNN ST8SIA1 STT3B TBC1D16 TCF7 TDRP TGFBR2 TGFBR3 THEMIS TMEM141 TMEM273 TMEM31 TMEM41A TTC13 TTYH3 UBAC1 UBE3D UBXN11 UCHL3 USP36 UTP14A UTP4 VIPR1 WSCD2 GSE16451_CTRL_VS_WEST_EQUINE_ENC_VIRUS_MATURE_NEURON_CELL_LINE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16451_CTRL_VS_WEST_EQUINE_ENC_VIRUS_MATURE_NEURON_CELL_LINE_DN ABHD17C ABHD4 ACOT9 ACSBG1 ADAM17 ADAP1 ADCK5 ADSS2 AHCYL2 AHNAK ALCAM ANXA2 AOPEP ARHGAP17 ARHGAP21 ARHGEF12 ARRDC4 ATP6V0D2 AVEN B3GNT2 BATF BCL2A1 BCL2L1 CAPG CAPN3 CC2D2A CCDC157 CCN4 CCR2 CCR4 CCR6 CD200 CD6 CD81 CD83 CDK17 CEBPA CHCHD10 CHST2 CISH CLIP3 CPD CSRP2 CYTH3 DCTN4 DENND5A DLG1 DNAH7 DND1 DSTN EBI3 EEA1 EMC3 ENO3 ENTPD1 EPHX1 FAM241B FRMD6 GADD45G GATA1 GBP4 GFI1 GNA12 GPLD1 GPR160 GPR83 GRIK5 GSAP GSTO1 GUCY1A1 H2AZ1 HDAC6 HEPACAM2 HIP1R HOMER1 ICAM1 ICOS IFITM2 IFITM3 IFT46 IFT80 IGF1R IKZF2 IKZF3 IKZF4 IL1RL1 IL2RA INPP5F IRAK2 ITGAE ITIH5 IZUMO1R JAK3 KAT2B KIAA1191 KIAA1958 KIF3B KLRG1 KY LAD1 LAMC1 LCLAT1 LGALS1 LGALS3 LONRF1 LRRC8D LXN MAF MAGED2 MAP3K5 MAP3K8 MAP7 MBNL3 MCUB MGAT5 MLF2 MYO1C MYO1E NIBAN1 NOD1 NPAS4 NRN1 NT5E NTN1 NUDT4 OAZ2 P4HA1 PAFAH1B3 PEAR1 PHACTR2 PHLPP1 PHTF2 PLP2 PLSCR1 PPM1L PRG4 PRKCH PRNP RAB8B RALGDS RAPGEF5 RECK REEP3 RFK RNF215 RNF216 RORC RRAGD S100A10 S100A4 S100A6 SAMD11 SAMHD1 SAMSN1 SAPCD1 SAV1 SCN11A SDCBP2 SH3RF1 SLAMF1 SLC22A5 SLC2A3 SLC41A1 SLC4A7 SLC9B2 SMC4 SNX14 SOCS2 SOCS5 SPRED1 STON1 SUPT4H1 SWAP70 SYPL1 SYTL1 TBCB TJP2 TMBIM1 TMEM65 TNFRSF18 TNFSF11 TNK2 TOX TP53INP1 TSPAN3 TWSG1 TYMS UNC119 USP27X VPS54 WDFY2 XBP1 XXYLT1 YBX3 ZBTB32 ZCCHC18 ZDHHC2 ZDHHC23 ZNF23 ZNF608 GSE16451_CTRL_VS_WEST_EQUINE_ENC_VIRUS_MATURE_NEURON_CELL_LINE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16451_CTRL_VS_WEST_EQUINE_ENC_VIRUS_MATURE_NEURON_CELL_LINE_UP AASDH ABCA3 ABHD16A ABRAXAS2 ABTB3 ACER3 ACP3 ACSS2 ADAM12 ADAMTSL3 AHR AHRR AMPH AR ARHGAP31 ASIC3 ATP10A B3GLCT BCAS1 BCAS3 BEND3 C19orf33 C19orf47 C3 CACFD1 CCDC153 CCDC198 CCDC28A CCDC30 CCDC93 CCL20 CCNE1 CCSER1 CDC7 CDH3 CDK6 CDKL4 CDYL2 CELF4 CEP128 CHST11 CMC2 CMKLR1 CNGA1 CNPY4 COL17A1 COMTD1 CPE CSNK1D CSPG5 CTNNA1 DAAM1 DAW1 DBP DHX33 DLG1 DNMT3B DOP1B DSCC1 DSP DTYMK E2F3 EHD1 ENTPD4 EPAS1 ERLEC1 EXTL2 FAAP20 FAM20A FAP FFAR2 FOXN3 FOXP3 FURIN GAREM1 GDPD5 GFM1 GGA2 GJA1 GMEB1 GPATCH1 GPN1 GPR171 GRN GSS HAUS8 HDHD2 HGSNAT HIC1 IL17A IL21 IL4 ITGAX ITGB3 JAK2 KDM5C KIAA1191 KIF2A KLHDC10 KLHDC2 KRT72 L2HGDH LHFPL4 LRIG3 LRP8 LRPAP1 LRR1 LYPD6B MATN2 MBOAT1 MFSD11 MFSD6 MLH1 MRPL44 MTMR4 MTMR9 MTRES1 MTX3 MYOF NBAS NBR1 NEK3 NLRX1 NR1H4 PARN PCYOX1 PDLIM4 PDZRN3 PFAS PHACTR4 PHF7 PINK1 PLD2 PLEKHF1 PMVK POLD1 POLD3 POLR1C POLR1G POLR3E PPFIBP1 PREB PTGER3 PTGR2 RAB3A RAP2C RASGRP3 RBM14 RMDN3 RNF144A SAG SEMA4A SGK3 SHLD1 SHTN1 SIN3B SKP2 SLC12A7 SLC25A14 SLC25A15 SLC30A9 SLC35D2 SLC38A10 SLC7A6 SNHG10 SPRED1 SPSB1 SRGAP3 SSTR5 SYCE2 SYCP2L TATDN1 TBC1D31 TESC TIMELESS TM7SF2 TMCC3 TMEFF2 TMEM170B TMEM63A TNFAIP1 TOR1B TP53BP1 TSN TSPAN2 TSPAN5 TTC27 TUBE1 UBE2E2 UNG WDHD1 WDR11 WDR4 WDR7 XRCC3 ZBTB43 ZDHHC14 ZFAND1 ZNF385B ZNF569 GSE16451_IMMATURE_VS_MATURE_NEURON_CELL_LINE_WEST_EQUINE_ENC_VIRUS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16451_IMMATURE_VS_MATURE_NEURON_CELL_LINE_WEST_EQUINE_ENC_VIRUS_DN ACAD9 ADNP2 AEBP1 ALDH18A1 ALG5 ALKBH2 ARMCX5 ARPC1A ARV1 ATOX1 ATP1B1 BCS1L BLTP2 BRF2 C19orf48P C1orf216 C3orf14 CAMTA2 CCDC137 CCDC86 CCNB1 CCT5 CD109 CD226 CDK5 CDK6 CENPM CENPS CHAC1 CHCHD4 CISD1 CISD3 CLIC4 CLN6 CLPB COASY CREB3L2 CSTF3 CYREN DDX18 DDX54 DDX56 DHFR DNAJA3 DNAJA4 DPH6 DTL DUSP6 EGR1 EIF2B2 ENTPD1-AS1 ESPL1 EXOSC4 EYA3 FAM136A FANCE FSD1 FUT8 GFPT1 GINS2 GMFB GPAA1 GPT2 GTF3C6 HIRIP3 HIVEP3 HNRNPH3 HOMER1 HSPA2 HSPBP1 IL3 IMPACT IMPDH1 IPO4 ITFG1 LAG3 LAS1L LBHD1 LIG3 LMNB2 LPP LRP8 LYAR MAGOHB MAPKAP1 MAPKAPK3 MED8 METTL8 MFN2 MFSD2A MRPL1 MRPS14 MRPS18A MRRF MTAP MTIF2 MTX1 NAA10 NANP NETO2 NFKBIA NRAS NSUN2 NUS1 OIP5 ORC1 ORMDL2 OTUD4 PCBD1 PCCB PDGFA PDIA6 PEMT PFAS PGM2 PHGDH PIGM PIGW PITPNA PLAGL2 POFUT1 POLR1C POLR2D POLR3B POLR3H PPP1R10 PSMA3 PTPN7 PTRH2 PUDP PWP2 PYROXD1 QTRT1 RAB27A RAE1 RBM19 RBM8A REL RMDN3 RNF14 RRS1 RXYLT1 SEC11C SELENOI SERPINH1 SFXN4 SLAMF1 SLC11A2 SLC16A1 SLC1A5 SLC25A19 SLC25A39 SLC39A3 SMARCAD1 SMC2 SND1 SNX4 SPINT2 SRM SSRP1 SUCNR1 SUV39H2 TACO1 TBRG4 TBX21 TEDC2 TFAM THOC1 THOP1 THUMPD2 TIMM10 TLCD1 TMEM33 TMEM39A TNF TNFRSF18 TNFRSF4 TOMM22 TOMM40 TPK1 TRAP1 TRIB1 TRIP13 TRUB2 TSPAN5 TXLNA UBE2G2 URB2 VPS25 VWA8 WARS1 WDR12 WDR73 XPR1 YBX3 ZBTB32 ZNF239 ZNRD2 GSE16451_IMMATURE_VS_MATURE_NEURON_CELL_LINE_WEST_EQUINE_ENC_VIRUS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16451_IMMATURE_VS_MATURE_NEURON_CELL_LINE_WEST_EQUINE_ENC_VIRUS_UP ACSL3 ACTR3B ALG14 ANAPC13 ANO9 ANTXR2 ANXA4 APIP B3GNT7 BARX1 BLTP3A BLVRA BMP2K BNIP2 C1orf131 C6orf118 C6orf141 C9orf85 CAPSL CBR3 CCDC120 CCDC28B CD36 CD38 CDCA7L CDKN3 CEP57L1 CLVS2 CMTM6 CNDP2 COG6 COPS7B COX19 CPNE3 CTNNA1 CTTN CYB5A CYP20A1 DECR1 DNAAF2 DNAAF4 DNASE1L1 DPCD DPY19L3 EEF1AKMT1 ERAP1 ERICH2 EXTL2 FABP5 FAM83H FANCI FBLN2 FDX1 FFAR4 FIRRE FMNL2 GABRE GAPVD1 GC GCSH GLB1 GLOD4 GLRX GLRX2 GM2A GMDS GNG12 GSTO1 HAO1 HCFC2 HIBADH HS2ST1 ICOS IFT57 IFT88 IGFLR1 IMMP2L IMPA2 IQCF5 ISG20 KCNK6 KCNT1 KIAA1191 KLF14 KLHL23 LAMC1 LONRF3 LPGAT1 LRRC57 LRRC8C LRRN1 MAN1A2 MAP7 MBNL2 MFSD1 MLEC MRRF MSRA MT1E MT2A MYO7A NAV1 NCBP2 NCKAP1 NEDD1 NEK2 NEURL1B NINL NT5E NUCB2 NUP42 NUSAP1 OCRL OSM OXCT1 PASK PEPD PFN2 PIH1D2 PIK3C2G PJA2 PLIN2 PMF1 POGLUT1 POLA1 POLK PON3 PPFIBP1 PPM1J PPP1R3B PRDX4 PRICKLE1 PRKAG2 PROCR PTK2 PXMP2 RAB32 RAD51AP1 RARS2 RASIP1 RCN3 RECK RHOJ RHOQ RILP RNF214 RRAGD RUFY3 SEPHS1 SERPINB6 SGO1 SLC22A1 SLC35B1 SLC35F5 SLC39A8 SLITRK5 SNAP47 SNX12 SPART SPC25 SPP1 STAB1 STARD4 STX2 STX8 SYNE3 SYT12 TASP1 TBC1D1 TBC1D14 TEFM TEP1 TIGD2 TLCD3A TLE6 TMEM237 TNFSF10 TRABD TRAIP TRIM35 TRIP4 TRMT44 TRMT5 TSLP TUBB2A TUBB2B TUBGCP4 UBE2F UBLCP1 ULK1 UNC119 UNC13A USP27X VCL VMA21 WASHC2A WDR6 WIPI1 XKR5 ZFAND1 GSE16522_ANTI_CD3CD28_STIM_VS_UNSTIM_MEMORY_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16522_ANTI_CD3CD28_STIM_VS_UNSTIM_MEMORY_CD8_TCELL_DN ABCB1 ABCB10 ABHD16A ABHD17A ACTR3 ADGRG5 ANKRD44 AP5Z1 APOBEC3B ARL2BP ARL6IP6 ASB13 ATP5PO BCL2L11 BIN1 BIRC2 BIVM BRK1 C11orf54 C12orf75 C19orf38 CA5B CCDC82 CCR5 CD37 CELF2 CEP164 CERK CFAP97 CHID1 CHMP5 CIRBP CISD2 CLIC1 COA3 COG6 COMMD3 COQ9 CORO1A COTL1 CRADD CREB3 CREB3L1 CSNK1G2 CSNK2B CTNNBL1 CTSS CUL3 CUTA CUTC CYP4V2 DCAF11 DCAF8 DCTN5 DDX50 DENND6A DERA DGCR6 DGKZ DTD1 DUBR EMC2 ENTPD1 ETS1 EXOC3 FAM172A FARS2 FBXL6 FBXO4 FBXO6 FBXO8 FBXW2 FLOT2 FLYWCH1 FNTA FYB1 GAB3 GALK2 GARIN3 GBP7 GDPD1 GIMAP4 GIMAP5 GLO1 GOLGA1 GPD1L GPR34 GSAP GTF3A H3-5 HACE1 HBP1 HSDL2 HYI IDS IFIT1 IFT80 INTS11 IRF7 ITFG1 ITGA1 ITGA6 ITGB1BP1 ITM2B JPT1 KIAA0319L KLC3 LCK LRIF1 LRPAP1 LSM5 MARCHF2 MCM4 MCTP2 METTL8 MFSD1 MICU2 MITD1 MKRN1 MOB3A MRPL4 MTMR1 N4BP2L1 NCF1 NCF4 NDUFA13 NDUFA2 NDUFA3 NDUFB7 NDUFV2 NEIL1 NPRL2 NUDT14 OS9 PARP14 PCBP4 PGAP6 PHKB PHYH PIK3CD PINK1 PKP2 PLP2 PNKP PPP2R5C PRIM2 PRKACA PRR13 PTPRCAP PURA PXK RAB29 RAB32 RAB3D RABEPK RASGRP1 REX1BD RINL RNF14 RP2 RPGR RUNDC3B S100PBP SAPCD2 SDCCAG8 SDHAF3 SDHB SEC11C SELPLG SENP7 SERPINB6 SESN3 SFXN2 SH3BP1 SHISA5 SLC35B4 SMARCD2 SMIM11 SPINT2 SPOP SSH3 SWI5 SYS1 TMEM14A TMEM242 TMEM9B TSPAN31 TTC32 TTC8 UBAC1 UBASH3A UBE2I UGCG ULK2 VAMP3 VPS26A VPS28 WDR41 ZDHHC4 ZNF182 GSE16522_ANTI_CD3CD28_STIM_VS_UNSTIM_MEMORY_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16522_ANTI_CD3CD28_STIM_VS_UNSTIM_MEMORY_CD8_TCELL_UP AARS1 ACACA ACTL6A ADAT2 ADH4 AHCYL2 ALOX12 ANXA2 AREG ASNS ATF7 ATXN7L1 BCLAF3 BFSP1 C11orf97 CALU CASS4 CCDC180 CCNYL1 CCT4 CD9 CDK5R1 CDYL CFLAR CGNL1 CHRNA9 CKAP4 CLCF1 CLEC12B CNNM4 COG2 CRIP2 CRISP2 CRYBG3 CSE1L CTDP1 CTH CXCL16 CYB5R1 DERL1 DHX15 DNMT3B EIF3C EIF3L EMP1 ENC1 ENKUR ESR2 FAM107B FAM83G FAS FBXL7 FBXO11 FEM1C FGF18 FHL2 FOXP1 FOXS1 GALNT4 GLS2 GMEB2 GMPS GOSR2 GPR50 GPT2 HAGH HAX1 HBS1L HNRNPLL HSPA1B HSPB1 IARS1 IGDCC3 IL10 IPO5 IRAG2 JAK2 KCMF1 KDM1A KIAA0513 KIAA1958 KLRG2 KRIT1 KSR1 LHFPL2 LSM1 LYPD8 MAP3K8 MBP MCOLN2 MED17 MEMO1 MIR124-1HG MMP13 MRPS22 MSMO1 MST1R NAP1L1 NAPA NCS1 NDRG1 NDST2 NDST4 NFIX NHLRC2 NMT2 NR4A1 NSRP1 NUDT5 ORC1 PALS2 PAPOLG PDAP1 PDCD2 PDZK1IP1 PEPD PFDN6 PGM3 PHF10 PHOX2B PITHD1 PKNOX2 PLAUR PLCXD2 PLEK2 POLR1C PPP2R3A PRKCSH PRRG4 PRRT1 PSMC6 PSMD11 PSMD5 PYCR1 RASL11B RBMX RC3H1 RHBDD1 RHBDF2 RND2 RNF121 RNF2 RPN1 RRAGD RSBN1 RUNX2 S100A5 SBDS SCN1B SF3A3 SGMS2 SHISA3 SLA SLC13A3 SLC15A3 SLC25A25 SLC35E3 SLC38A1 SLC41A1 SLC66A2 SLC6A2 SLC6A9 SNX11 SPHK1 SPTB SRGAP3 SRGN SRPK1 STAT5B STK38L TBL1X TBPL1 TIMM50 TIPARP TMEM171 TMEM214 TNF TNFSF9 TNS1 TOP1MT TUBB6 TULP4 TXNL1 UBE3C UQCRQ URM1 USP24 USP33 USP54 UTP14A WAPL WFS1 WNT11 YARS1 ZC3H12A ZEB1 ZNF286A ZNF655 ZNF703 ZSWIM4 GSE16522_ANTI_CD3CD28_STIM_VS_UNSTIM_NAIVE_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16522_ANTI_CD3CD28_STIM_VS_UNSTIM_NAIVE_CD8_TCELL_DN ABCB6 ABCB7 ABHD17A ABHD8 ADD1 AKAP14 ALG1 ANXA6 AP1G2 AP3M1 AP5M1 ARF5 ARHGAP4 ARHGEF1 ARL4C ARL6 ATAD2 ATP5PB ATP8B2 ATXN10 AUH BAG1 BANP BCL2L11 BMP2K BPHL C12orf29 C1orf21 C2CD5 C2orf42 C3orf14 CBX4 CBX5 CC2D2A CCDC124 CCDC47 CD164 CDC20B CETN3 CFL1 CHRNA5 CHURC1 CLASP1 CNN2 CRACDL CSK CSNK1G2 CTSW CYTH1 DBNL DCK DOK2 DTX3L EEIG1 EIF2AK3 ENO3 ESM1 ESPL1 ETFDH ETS1 EXOC2 F2R F2RL3 FAM172A FAM229B FGFR1OP2 FKBP3 FKBP8 FUOM FUS GALNT12 GALNT2 GEN1 GIMAP4 GJD2 GPM6A GPN2 GPR146 GPR171 GRK6 GSTO1 GSTO2 GTF2H4 HECTD3 HEMK1 HLA-DMA HMG20A HMG20B HP1BP3 HSD17B4 IL10RA IRF1 KCNAB2 LGALS9B LIMK1 LRIG2 LY6E MAN2B1 MBD1 MBD2 MBNL1 MIEN1 MOB3A MRI1 MTX2 MYBL2 MYH9 NCAPD2 NCAPG2 NDRG2 NHERF1 NMRAL1 NSF NTSR1 NUP210 OGDH PACS1 PCCA PDIA4 PFN2 PHF20L1 PHKB PIP4P2 POLR3GL PPM1H PPP3CA PRKAR1A PRMT2 PRPS2 PTP4A3 PTPN1 PTPN9 RAB1B RASAL3 RASGRP1 RASIP1 RBKS RBL1 RCN1 RECQL REPIN1 RNASEL RNF135 RPGR RPL24 RPL3 SCAPER SEMA4A SKA1 SLC25A16 SMAP2 SOCS2 SPATA13 SPTBN1 SPTSSA SRR ST14 STAG1 STAT1 STRADA SUPT20H TAFA3 TAP2 TBC1D10C TCF19 TCF3 TCTA TEX2 TEX9 TM9SF1 TMEM267 TMEM92 TNRC6C TOMM40L TPCN1 TPST2 TRAPPC9 TREX1 TRIOBP TRMT2B TUBA3C UAP1 UBE2M USP18 VAV3 VGLL4 VPS37B VPS72 VPS9D1 VRK1 VRK3 WASHC4 WDR83 WRNIP1 ZDHHC16 ZMAT5 ZSCAN22 ZWILCH GSE16522_ANTI_CD3CD28_STIM_VS_UNSTIM_NAIVE_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16522_ANTI_CD3CD28_STIM_VS_UNSTIM_NAIVE_CD8_TCELL_UP ABCF1 ACTL10 ADGB AGXT2 AKR1B15 ANKRD50 APBA1 APPBP2 APRT ARHGAP35 ASNS ATP1B1 ATXN3 B3GALT2 BCAT1 C14orf39 C18orf21 C19orf25 C4orf17 C5orf63 CASP4 CAVIN3 CCL5 CCND1 CCT2 CD70 CDC5L CDIP1 CDKN1B CFLAR CFP CHRNE CKAP4 CLCN5 CLVS1 CNOT2 COPS2 COPS8 COQ10B CREBRF CRLF2 CSNK2A2 CTPS1 CTRL CXCL16 CXCL2 CYP46A1 CYSRT1 DDX47 DIS3 DLGAP3 DNAJC7 DZANK1 EIF3C EIF3E EIF3I EIF3L EIF4E EIF6 EN1 EPHX4 ERAS ERG28 ESAM EXOSC6 EYA4 FAM43A FASTKD2 FCF1 FGB FOXO4 FXR1 GARS1 GHITM GMPS GOT1 GPIHBP1 GPR107 GPRASP2 GTF2B GULP1 HAGH HAX1 HLF HMBOX1 HNRNPA1 HPCAL4 HSF5 IDO1 IFI27 IL1A INHBA INIP INSIG1 IPO5 ISY1 KBTBD12 KCTD15 KLHDC3 KLHL11 LAPTM4A LMBRD1 LRFN5 LRIT1 LTBP1 MACO1 MID1IP1 MLXIPL MRGPRE MRPL43 MRPL46 MTAP MTHFD2 MYH7 MYO9A NARS1 NDUFAF4 NFE2 NHEJ1 NIBAN1 NIP7 NKAIN1 NLRP3 NME6 NUP43 NWD2 NXT1 OBP2B PALS2 PCOLCE2 PDZRN4 PHF10 PHGDH PIM3 PINX1 PLCXD1 PLK2 POU3F3 PPM1B PPP4R4 PRM2 PROM2 PRPF38A PSMD14 PSMG4 PSPH PTDSS2 PURB PWP1 RAP2B RARS1 REC114 RFX8 RNF4 RORC RPP25L RWDD4 SAG SARS1 SBDS SEPTIN2 SHMT2 SKIC8 SLC15A1 SLC25A17 SLC6A9 SLC7A1 SLFN12L SLU7 SNAPC2 SPATA25 SPATS2L SPRYD4 SQLE STRA8 TBC1D1 TBPL1 TBRG4 TENT2 TLR2 TMEM60 UBE2G1 UBE2J2 UST UTP3 UTP4 VANGL2 VPS37C VSTM4 WARS1 WDR3 WDR4 WDR74 YARS1 ZC2HC1A ZFAND3 ZNF296 ZNF622 ZSCAN2 ZWINT GSE16522_MEMORY_VS_NAIVE_ANTI_CD3CD28_STIM_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16522_MEMORY_VS_NAIVE_ANTI_CD3CD28_STIM_CD8_TCELL_DN ABCA3 ABCF1 ABCG1 ACTN2 ADA ADD3 ADSS2 AGFG1 AGPAT3 AGPAT4 AHI1 AHR ALDH2 AMZ2 ARFGAP2 ASF1A ATP10D ATP5F1B BCL11B BEND5 BMS1 C2CD4B C5orf34 CAMK1D CASP1 CASP4 CASP7 CCND2 CCT2 CD160 CD2 CD200 CD247 CD74 CD86 CD8A CD8B CD9 CDCA5 CDIP1 CDK2 CDK5RAP3 CDYL2 CELF1 CHCHD10 CNKSR3 CNN3 CNOT11 COL22A1 CPSF4 CSRP1 CTDNEP1 CTSS CTSZ CXXC5 DCAF1 DDX11 DHX34 ECHDC2 EGLN3 EIF3C EPCAM EPS15 ERAS ESAM ETV6 FAM241A FAM3C FASLG FBF1 FOS FUT8 GABARAPL1 GBP2 GBP6 GGT1 GJB2 GM2A GNA13 GNB5 GPRASP2 GSTT2 HAT1 HIRIP3 HLA-DMA HLA-DOA HLA-G HNRNPA1 HNRNPLL HSD11B1 HSH2D HVCN1 IDH2 IFI27 IFI27L2 IFIT1 IFT25 IL10 IL12RB1 IL18BP IL1R2 IL21 IL2RG INSL6 INTS11 IPO5 IRF1 IRF7 IRGM ISG20 ITGAE ITGB7 KLHDC3 LAG3 LAT LGALS3BP LGALS9B LIMD2 LONRF3 LRFN5 LRWD1 LYAR MAP4K1 MARCKSL1 MED30 MGST2 MINDY3 MPZL2 MTMR4 MYL10 N4BP1 N4BP2 NASP NCF1 NDRG1 NDST1 NDUFS7 NIT1 NMT1 NRGN NRN1 OAF OAS1 PDCD1 PDZK1IP1 PLCB4 PLCG1 PLK2 PRDX1 PRKCA PSMB10 PSMB9 PTDSS2 PTGFRN PTPN1 PTPRK RABGGTA RFC1 RFWD3 RFX5 RIMKLA RNF213 RNF4 RRP1B SAMHD1 SCN1B SCNN1G SDF4 SF3A3 SHMT2 SLAMF1 SLC15A3 SLC25A17 SLC29A1 SMG5 SMPDL3A SOCS2 SPIN1 STAT1 STK38L STX12 SUV39H1 TBKBP1 TESC TLCD1 TMTC4 TNFRSF18 TNFRSF4 TREML2 TRIB2 UBAC1 UBE2L6 UTP3 VRK1 VSTM4 WLS XDH ZBP1 ZDHHC22 ZNF862 GSE16522_MEMORY_VS_NAIVE_ANTI_CD3CD28_STIM_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16522_MEMORY_VS_NAIVE_ANTI_CD3CD28_STIM_CD8_TCELL_UP ABCB9 ACD ACSS2 ACTG1 ACVR2A ADAP1 ADD1 ADSS1 AGPAT2 ALKBH7 ANXA2 ANXA3 AP5M1 AREG ARHGAP25 ARMC7 ARSB ASNSD1 ATP5F1E ATP5MG B3GNT5 B4GALT1 BAG1 BANP BBS9 BLOC1S5 BMP2K BMPR1A BPNT2 BSG C1orf21 C2CD5 CASD1 CCR2 CD37 CDC42EP3 CDPF1 CETN3 CHCHD1 CHIC2 CHRNA5 CKLF CMIP CNIH1 COMMD10 CORO2A COTL1 CRMP1 CTBP2 CTBS CYRIB DMAC1 DNAJB13 DNAJB4 DNAJC10 DNAJC19 EBAG9 EIF1B EIF2AK3 ELMO2 EOMES EPAS1 EXT2 FAAP20 FGFR1OP2 FNDC4 FUNDC1 FZD6 GADL1 GALNT1 GALNT12 GIMAP8 GLUD1 GRAMD4 GRB2 GSPT2 GZMK H1-0 HBEGF HECTD3 HEMGN HERC3 HLA-A HS3ST3B1 HSD17B10 IDI1 IL3RA ITFG1 IVD JCAD KCTD14 KIAA2013 KIF16B KLHL30 KLRG1 LAMB3 LMF1 LPIN1 LRP8 MAGOHB MAP4K5 MAPKAP1 METRNL MGAT2 MICU1 MKNK1 MOB3B MPP7 MREG MTHFD2L MTMR1 MTX2 MYB MYL6 MYLIP NABP1 NAT9 NBDY NDUFB5 NFIL3 NIPA2 NPC1 NSF NTAQ1 NUDT9 OCRL OSBPL5 PAQR3 PBX3 PECAM1 PEX2 PHLDA1 PIP4K2B PLD3 PLEKHA8 PLS3 PSEN2 PTGER3 PTGR3 PTP4A3 PXN RAB4A RALB RBM7 RBMS2 RHOB RIT1 RMDN2 RNASEL RPGR SCARB2 SCD SCOC SELENON SEMA4A SERPINB9 SERPINE2 SESN3 SH2D3C SIDT1 SLC16A6 SLC25A16 SLC37A2 SLC9A9 SMOX SPTSSA STARD10 SUMF1 TASL TBC1D9B TBCA TCTA TECR TGDS THEMIS TIRAP TM6SF1 TMEM14A TMEM171 TMEM18 TMX4 TNFRSF12A TNFRSF1B TNRC6C TRIM21 TRMT2B TRPV2 TSG101 UAP1 UPF3B UQCC3 VGLL4 VPS37B VPS4A VPS72 WARS2 ZC2HC1A ZFP64 ZYG11B GSE16522_MEMORY_VS_NAIVE_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16522_MEMORY_VS_NAIVE_CD8_TCELL_DN AAMP ABCA3 ABLIM2 ACACA ACOD1 ADAM10 ADAT2 ADH4 AGRN AHCYL1 ALDH18A1 ARHGDIG ASXL1 ATF2 ATXN7L1 B3GNT4 BCL9 BSND BST2 CAPRIN1 CASP1 CASS4 CAVIN1 CD160 CD200 CD86 CDYL2 CNN3 CNOT11 CNR1 CPD CRACD CRB1 CRHR2 CSE1L CTSV DCST1 DDR1 DHX34 DISP2 DNAH17 DND1 DSP DYDC2 ECM1 EGLN3 EIF3C EIF4EBP1 EML5 EPCAM EPHA2 EPPK1 EPS8 ETV6 EXO1 F10 F3 FADS6 FAS FBXL3 FGF18 FHDC1 FKBP11 GARNL3 GARS1 GOSR2 GP1BB GPR18 GPR182 GPR50 HDGF HENMT1 HNRNPC HSPA1B ID1 IFIH1 IGF1R IL10 IL1A IL1R2 IL36B INSYN2A IRAG2 IZUMO1R JAK2 KCTD17 KIAA0513 KMT2D KRTAP11-1 KRTAP7-1 KSR1 LAG3 LAMC2 LGR6 LHFPL2 LORICRIN LRCH1 LRRTM1 LUC7L3 LYPD8 MAP3K5 MARCHF10 MEIS3 MFAP4 MST1R MYL10 MYO1C NAP1L1 NCF1 NCKAP1 NCKIPSD NDRG1 NFE2L3 NFIX NFKBID NMT2 NOTCH1 NQO1 NRP1 OR7C1 PDCD2 PDZK1IP1 PHGDH PHLPP1 PIERCE1 PIK3CA PITHD1 PLCXD2 POM121L2 PPP1CB PPP1R37 PPP2R3A PRODH PRRG4 PSMD11 PSME1 PSPH PTMS PTPN14 PTPRK PTPRS RAB11FIP1 RAD9B RALGDS RAN RBBP7 RBMX RFLNA RGS9 RHOV RIPK4 RND2 RNF149 RSBN1 RYR3 S100A5 SAMD4A SF3A3 SFTPB SLA SLC13A3 SLC25A1 SLC38A1 SLC41A1 SLC6A2 SLC7A3 SLTM SMG5 SMKR1 SNX11 SPHK1 SPPL2B ST3GAL2 STARD3 STAT5B STX1A SYDE2 TBX21 TET2 TLE3 TMC7 TMEM191C TMEM65 TNS1 TOMM20L TRIB2 TRIB3 UBALD2 USP24 USP37 UTP14A VPS54 WDR83OS ZAP70 ZDHHC23 ZFPL1 ZMPSTE24 ZMYM1 ZNF703 ZRANB2 GSE16522_MEMORY_VS_NAIVE_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16522_MEMORY_VS_NAIVE_CD8_TCELL_UP ABCB10 ABCB9 ABHD5 ACAT1 ACP6 ACTR3 ADSS1 ANXA4 AP4B1 AP5M1 ARHGAP18 ARPC5 ASL ATOX1 ATP5F1D ATPSCKMT BASP1 BBLN BIN1 C11orf54 C12orf4 C1GALT1 C3orf33 CA5B CAB39L CAPZB CASD1 CCDC107 CCDC91 CD14 CD200R1L CD37 CDPF1 CERS4 CHCHD6 CHMP5 CHPT1 CLCC1 CMC1 COA3 COG5 COPE COQ9 COTL1 CREB3L1 CRYBG1 CTSD CWF19L2 CYLD CYP4V2 CYRIB DDIT4 DGKZ DGLUCY DHRS1 DMAC1 DNAI4 DNAJC10 DNAJC12 DNAJC18 DPY30 DSEL DUBR EAPP EHBP1L1 EHHADH EIF5A2 EMC2 ENTPD1 ETFA EXOC6B FAM174B FAM177A1 FAM234A FLOT2 FNDC4 FRA10AC1 FUNDC1 FXYD5 GBE1 GGH GIPC2 GNPTG GNS GTF2A2 HEMGN HERPUD2 HINT3 HTR2C ICAM2 IFT80 IKBKG IL27RA ILK ITGB3 KHDC1L KIAA1143 KIFAP3 LAPTM5 LAT2 LATS2 LCK LGALS1 LRPAP1 LRRC45 LXN MANEA MAP2K5 MGAM MGRN1 MLF1 MLLT3 MMAA MOSPD2 MTMR1 NAB1 NDUFA13 NDUFA7 NDUFAF7 NDUFB3 NDUFB5 NSD3 NUDT2 OAZ2 OFD1 OMA1 PAN3 PCYT2 PDCL PDCL3 PDLIM5 PFN2 PGLYRP1 PHF8 PKP2 PKP3 PLD3 PLS3 PPP2R2C PPP3R1 PSEN2 PTPRCAP PXK RAB1B RAB28 RAB32 RABAC1 RASGRP1 RBBP9 RETREG1 RHOC RIOK3 RIPK1 RNF14 RNF43 RPS11 RRAGC S100A11 S100A13 S100A6 SDCCAG8 SERHL2 SESN3 SGF29 SGK1 SGPP1 SH3BGRL3 SIDT1 SLA2 SLC10A7 SLC52A3 SMARCD2 SMIM11 SUOX SYAP1 TAFAZZIN TBRG1 TCEANC TGDS TIMM29 TMEM14A TMEM230 TMEM242 TMEM62 TMEM9B TRAPPC2B TRIM13 TRIM45 TRPV2 TSR3 UBASH3A UBTD1 UBXN11 UFL1 UQCRB VPS37B VTI1B YWHAH ZC2HC1A ZNF318 GSE16697_CD4_TCELL_VS_TFH_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16697_CD4_TCELL_VS_TFH_CD4_TCELL_DN ABCB9 ADAMTS10 ADGRL1 AFP APP AREG ARHGAP29 ARHGAP31 ARHGEF4 ARL15 ARRB2 ASXL1 ATP8B4 AVEN BAG3 BCL9L BDH1 BICDL1 CACNA2D4 CALCRL CAST CCND2 CCND3 CCR8 CCS CERS6 CISH CKB CLN3 CMAS CRMP1 CYB5A CYRIA DAP DCTN6 DCUN1D3 DDX60 DEF6 DENND2D DGKA DGKZ DIPK2A DNAJC3 DNAJC6 DPYSL2 EMB EMC9 EOMES EPAS1 ERAP1 EVA1B EXOC6B F2RL1 FAM234A FAM78A FAS FASLG FGFBP3 FKBP5 FLOT2 FLT3LG FNTB FOCAD FRMD8 FRRS1 GALNT2 GALNT7 GOLM1 GPR34 GPR83 GPSM2 GRAMD4 GTF2I HADHB HCST HDHD5 HGSNAT HSD11B1 ICOS IGF2R IGFLR1 IGSF23 IL18R1 IL6R IL6ST IMPDH1 INPP1 INPP5B ITGA6 ITGB2 ITGB3 ITGB7 ITM2A KBTBD11 KCNMB4 L1CAM LAD1 LCK LDLRAP1 LFNG LGALS3BP LHX3 LIME1 LIPA LPIN1 LRRC75B LY75 MACROD1 MEIS3 METTL9 MEX3B MGST2 MIB1 MTHFD2 MYL6 NDRG3 NHERF1 NLK NUP153 OTULINL OXR1 P2RX7 PAQR7 PATJ PCED1B PDE3B PDE6G PDHA1 PDK1 PEA15 PEAK1 PELI1 PELI2 PGLYRP2 PIP4P2 PPIC PPM1H PRKCZ PSTK RAB23 RAB37 RAB3D RAB4A RAB8B RAP2B RBPJ RCBTB2 RCOR3 RFLNB RGS11 RHBDL3 RINL RNASEL RNF125 RNF19A RUNDC3B SDCBP2 SEPTIN9 SFMBT2 SH2D2A SIGIRR SLC20A1 SLC25A23 SLC35B3 SLC35G1 SLC39A11 SLC48A1 SLCO3A1 SMC4 SMOX SMPD5 SMPDL3A SNAP47 SNX4 SPATA6 SPO11 SSBP3 SSBP4 ST8SIA6 STX1A STXBP5 TECPR1 TMIE TNFRSF18 TNFRSF25 TNFSF10 TNFSF8 TRIB2 USP28 VIPR1 VPS26B ZAP70 ZBTB45 ZBTB7B ZDHHC15 ZNF512B ZNF579 ZNF623 ZNRF1 ZYX GSE16697_CD4_TCELL_VS_TFH_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16697_CD4_TCELL_VS_TFH_CD4_TCELL_UP ABCB10 ABHD17A ABI3 ACOX3 ACTR3B ADAM9 ADGRA2 ALDH2 ANXA1 APOBEC3B APOE ARHGAP11A ARHGAP17 ARHGAP21 ARHGAP26 ASAH1 ASNSD1 ATG16L2 ATP13A2 ATP2A3 ATP6AP1 ATP6V0D1 B3GNT8 BCAR3 BFSP2 BID BIN3 BLOC1S5 BMF BORCS7 C19orf38 C6orf89 CALR CAMK2D CAPG CD40 CD81 CENPS CEP89 CERK CHCHD4 CHD9 CLIC4 CNR2 CNRIP1 COASY COMMD4 CSK CTSA CUTC CYBA CYBB DENND4A DHDDS DNAJC9 DTNBP1 EFCAB2 EHD1 EHD4 ELL2 ERP29 FCGRT FES FKBP2 FUT11 G6PC3 GBP4 GCNT1 GCOM1 GM2A GNG2 GPAT3 GPD1L GRB2 GRN HDAC9 HES5 HLA-G HMOX2 HPSE HVCN1 ICAM1 IDH3G IFT172 IFT22 IKZF3 IL10RB IL5RA IQCB1 IRAK3 IRGQ IVD KCNG1 KCTD14 KDM2A KDM2B KLHL14 LAMP2 LANCL2 LIMD1 LRRK2 LTA MACIR MAGOHB MAP4K1 MAPKAPK2 MAPRE2 MARCKS MGST1 MID1IP1 MTPN MYADM MYO18A MYO1E N4BP3 NAP1L1 NAT1 NCKIPSD NFKB2 NFKBIE NMRAL1 NOXRED1 NUAK2 NUBP1 NUDCD1 PACRGL PARVG PDE7A PGLS PHYKPL PIKFYVE PLBD1 PLCB3 PLEK PLEKHG3 PLP2 PLXND1 PMF1 POU2F2 PPM1E PRCP PRKCB PRKCD PTGR2 RAB30 RASGEF1B RASGRP3 RDM1 RECQL5 REL RELB RFX5 RGS18 RNF130 RNF181 RNH1 ROGDI RPN1 SBK1 SEMA4B SERINC3 SERPINI1 SFXN5 SH2B3 SLC16A6 SLC16A7 SLC25A53 SLC46A3 SLC66A2 SNRNP35 SPNS3 STRADA SZRD1 TACSTD2 TCEANC TDRD7 TFEB TLNRD1 TLR2 TLR7 TMEM131L TMEM168 TMEM263 TNFAIP8 TRAPPC5 TRIM35 TRIM7 TSGA10 TTC30A TUT4 UBL3 UBLCP1 UMAD1 UNC119 USP11 VCL ZBTB12 ZDHHC24 ZNF600 ZNF821 GSE16755_CTRL_VS_IFNA_TREATED_MAC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16755_CTRL_VS_IFNA_TREATED_MAC_DN ABTB2 ACVR1B ADA ADPRM AGRN AHI1-DT AKIRIN2 APOL3 ARID4B ASH1L-AS1 ASIC3 ATP10A ATP2B1 B4GALT5 BASP1 BATF2 BCL2 BCL2L13 BMAL2 BTN2A1 C3orf38 C3orf52 C4orf46 CCSER2 CD274 CD38 CD40 CDC42EP4 CDC42SE1 CDKN1A CFB CMPK2 CXCL10 CXCL11 CXorf65 CYLD DCP1A DENND4A DENND5A DHX58 DNAJB6 DTX3L DUSP16 DUSP5 DYNLT1 DYRK3 EBI3 EDEM1 EIF2AK2 ELF4 ELL2 ELOVL7 FAM236A FAS FEM1C FHIP2A FSD1L FUT4 GBP1 GBP2 GBP5 GFPT2 GK GMPR GPR35 GRAMD2B GUCY1A1 HAPLN3 HERC6 HESX1 HIVEP2 HS3ST3B1 ICAM1 IDO1 IDO2 IER5 IFI35 IFI44 IFIH1 IFITM1 IGFBP4 IL10RA IL15 IL2RA IL6 IL7R IQSEC3 IRF1 IRX4 ISG15 JAG1 JAK2 KIAA0040 KIF12 LAMP3 LAP3 LINC00158 LINC02762 LRP12 LYN MAD2L1BP MAML2 MARCKS MASTL MCOLN2 MINDY3 MIR3945HG MSC MYD88 N4BP1 NBN NCOA7 NECTIN2 NEMP1 NEURL3 NFKBIA NLRC5 NMI NT5C3A NUB1 OAS3 OSGIN2 PARP12 PDGFA PDGFRL PDSS1 PELI1 PLAGL2 PML POLR3C POU3F4 PPM1K PPP2R2A PPP4R2 PSEN1 PSMA2 PSMA6 PSMB8 PSMB9 PTGS2 PXYLP1 RAB8B RBM43 RELA RICTOR RIF1 RIGI RNF114 RNF115 RNF138 RNF19B RNF24 SAMD9L SAV1 SDC4 SEMA3C SERPINB2 SERPINB9 SFT2D2 SINHCAF SLC25A28 SLC2A6 SLC31A2 SLC5A10 SMARCE1 SOCS3 SOD2 SP110 SRC SRGAP2C SSB STAT2 STAT4 STK17A STK26 STX11 SYT12 TDRD7 TENT5A TEX30 THAP3 TICAM1 TNFAIP8 TNFSF10 TNFSF9 TNIP3 TOR1B TRAF1 TRAFD1 TRIM21 TRIM26 TRIM56 UBE2D3 USP15 VCAM1 WNT5A ZBED1 ZC3H12A ZC3HAV1 GSE16755_CTRL_VS_IFNA_TREATED_MAC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE16755_CTRL_VS_IFNA_TREATED_MAC_UP ABCC5 ABI2 ABL1 AGAP3 AGO4 AGPAT5 AKR1A1 ALKBH5 ANAPC7 APPL2 ARHGAP12 ARHGAP18 ARHGAP9 ARID4A ARL11 ATP10D ATP6V0A1 AVPI1 BAIAP2 BCOR BMI1 BTBD8 C2CD5 CASP2 CBX1 CBX3 CCSAP CD180 CELF2 CEP85 CLCN5 CLN8 COMMD3 CREB3L4 CWH43 DAB2 DAG1 DBT DDX17 DNAAF10 DNAJC9 DNMT1 DOK2 DOK3 DRAM2 DSN1 DUS4L DUSP10 EEPD1 EFCAB14 EGR2 EIF3C ELP5 EPB41 ESCO1 FAM13A FAM78A FGD3 FKBP15 FOS FUT8 GABPB1-AS1 GADD45G GALT GAS2L3 GGPS1 GIT2 GLCCI1 GNAQ GPR146 GRK3 HELZ HK1 HPS4 ID2 IFFO1 IL16 ING2 INO80E INPP4A IRF2BP2 IRS2 ITSN1 KDM3A KIFAP3 KLHL36 LHFPL2 LRRC58 MAF MANBA MBD4 MBOAT7 MEF2C METTL21A MGME1 MIDEAS MIOS MKRN2 MOB3A MOSPD2 MRFAP1L1 MRPL55 MTIF3 MTSS1 NAA40 NACC2 NFATC3 NFKBID NMRAL1 NUP155 PAGR1 PAQR7 PCMTD2 PDS5A PDSS2 PHF21A PHF6 PHLDA1 PIP4K2B PITPNA-AS1 PLA2G15 PLAU PPIG PRAM1 PRKAR1A PRPSAP2 PTDSS1 PYCARD RAB3D RAB42 RASA3 RBM41 REV3L RNF125 RNF7 RNMT RXRA SELP SFR1 SH2D3C SLC22A15 SLC29A3 SNAP23 SPOPL SPRY2 STAMBP STARD13 STK16 STUB1 STX10 TBC1D14 TBC1D8B TBL1XR1 TCF12 TEF TGFBR2 TIGD2 TLR5 TMEM121B TMEM17 TMEM175 TMEM177 TMEM243 TNFRSF11A TP53BP1 TPRG1L TPST2 TRDMT1 TRIM32 TRIM8 TRMT12 TUBGCP3 TWF2 TXNDC12 UBAC1 UBE4A UBR5 UFSP2 UVSSA VPS26B VPS8 WDR73 XPO6 XPO7 YEATS4 ZBTB1 ZBTB21 ZBTB4 ZC3H14 ZDHHC7 ZFP3 ZMYM3 ZNF395 ZNF518B ZNF589 ZRANB1 GSE17186_BLOOD_VS_CORD_BLOOD_CD21HIGH_TRANSITIONAL_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17186_BLOOD_VS_CORD_BLOOD_CD21HIGH_TRANSITIONAL_BCELL_DN ABCB9 ACP5 ACVR1B ADAMTS10 ADAMTS6 ADD1 ADD3 ADGRL1 ADPRM ADSS2 AFF3 AFP AKAP12 ALDH6A1 ANKRD26 AOPEP AP3M2 APRT ARAP2 ARHGAP45 ARID5B ARL2BP ARMC3 ARV1 ATP13A5 AVEN BCDIN3D BCL9L BMAL1 BTBD8 C9orf152 CACNA2D4 CBR1 CCDC82 CCS CD53 CD7 CD72 CDH23 CDKAL1 CDKN2D CEP97 CERS4 CHD2 CHST10 CYTH1 DCAF1 DDX24 DDX6 DENND2D DNM2 DOCK2 DPH2 DSEL DUSP11 ENTREP1 FAM3C FAS FBXL20 FETUB FOXO1 FRMD6 FYN GALNT6 GBP2 GGT1 GGT7 GLDC GNB1L GOLM1 GPN3 GPR83 GRAMD1A GRAMD1B GRK6 GTDC1 GUCA1B GUCD1 HELZ HELZ2 HEMK1 HVCN1 IDNK IGF2BP2 IGFLR1 IGHM IL6ST INPP5B INPP5F IRF6 ITGB5 ITM2A KCNH2 KCNMB4 KDSR KLHL22 KLK8 LELP1 LFNG LMBR1L LPP-AS2 LRRC75B LRRC8A LTA MACROD1 MADD MAT2B MEIS3 MGAT5 MRPL24 MSN MTG2 MTMR3 MYH9 NCEH1 NOCT NOP10 NUDT16L1 OXR1 PANX1 PAPOLG PCBP4 PCMTD1 PDCD4 PDE6G PECAM1 PNKP POLR3D POU6F1 PPARGC1B PPIL3 PRKAG1 PRKCZ PSENEN PSIP1 PSTK PYROXD1 RAB23 RAP2B RARG RASA3 RCAN3 RFFL RFTN1 RFXANK RHBDL3 RHOF RIGI RNASEH2C RNF38 RPL35 RPL5 RRAS2 RRM2B RTF1 RUNDC3B S100A10 SASH3 SCML4 SELL SFMBT2 SIGIRR SKI SLC12A6 SLC16A10 SLC20A1 SLC26A2 SLFN12L SLFN13 SMOX SMPD5 SPO11 ST6GALNAC2 STAT5B STING1 STX1A SYTL1 TACC2 TBCEL TEX264 TIGD2 TMEM50A TNIP1 TP53I11 TP53I13 TPRG1L TRAF3IP3 TREML2 ULK1 USP24 XKR6 XKRX ZAP70 ZC3HAV1 ZMYM2 ZNF175 ZNF280B ZNF526 ZNRF1 ZSCAN25 GSE17186_BLOOD_VS_CORD_BLOOD_CD21HIGH_TRANSITIONAL_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17186_BLOOD_VS_CORD_BLOOD_CD21HIGH_TRANSITIONAL_BCELL_UP AKAP1 AKT1 ALMS1 ALS2 ANP32E ANXA7 ARHGAP26 ARHGDIA ATAD2 ATP6V0E1 AURKA AVPI1 B4GALT4 BCL2L14 BID BRIP1 C18orf54 C4orf19 CALR CAPZA2 CASP7 CBR3 CCDC28B CCDC88A CCNA2 CD38 CDC45 CENPE CENPI CENPS COP1 CRIP1 CSGALNACT2 CTDNEP1 CTNNBIP1 CYB5R4 DBI DCLRE1A DEK DLGAP5 DNAJB14 DOCK7 DPAGT1 DPY19L4 DSN1 DUT E2F1 EEFSEC EID1 ELMO2 ELOA EVI2B EXTL3 FANCL FCER1G FNBP1L G3BP1 G6PC3 GAMT GAS2L3 GCA GCNT1 GKAP1 GLCE GNB2 HINT1 HIPK2 HK3 HMGA1 HPSE IAH1 IFNAR2 IFT52 IL13RA1 IL4I1 ILDR1 IMPA2 IPO5 IQGAP3 ITPR1 KIF23 KIF5A KIFAP3 KPNA3 LANCL2 LAP3 LAPTM4B LITAF LIX1L LPCAT1 LSR LTBR M6PR MACIR MAGOHB MAN1C1 MAP2K4 MAP4K1 MAPKAPK2 MATK MCUB MED9 MFSD12 MIS18BP1 MMS22L MOB1A MOB3B MST1 MTCH1 MTHFS MX2 MYO18A NAGPA NCKAP1L NDC1 NDST2 NEDD8 NFKB2 NIPA2 NOTCH2 NRM NUTF2 OAT PALB2 PALLD PDIA3 PGAP6 PGLS PLEKHG3 PLEKHO2 PLK4 PMF1 PNPO POLR1H PPP2R3C PPT2 PRELID3B PREP PSEN1 PTPN9 QSER1 RAB11A RANBP1 RCAN1 RCC1 RCN2 RFC4 RNF130 RNF135 RPS27L RRAGC SEMA4C SEPSECS SERPINB9 SH2B3 SH3BGRL3 SIGMAR1 SKP2 SLC25A11 SLC25A24 SLC25A39 SLC25A4 SLC35E3 SNRPA1 SNRPD1 SNX10 SOCS5 SOX12 SPAG9 SSR3 STT3A STX12 SUMF1 SUPT3H TAOK2 TAX1BP3 TEP1 TGFB1 TLR2 TM2D2 TMBIM1 TMED3 TMEM107 TMTC3 TOR3A TRIT1 TSPAN31 TUBB2A TUFT1 UBE2E3 UGGT1 UMAD1 USP8 VAMP8 VPS35 WDR11 WDR41 XBP1 YWHAG ZC3H12C GSE17186_BLOOD_VS_CORD_BLOOD_CD21LOW_TRANSITIONAL_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17186_BLOOD_VS_CORD_BLOOD_CD21LOW_TRANSITIONAL_BCELL_DN ABL1 ABRAXAS2 ACOX3 ACSF3 ACVR2A ACVRL1 ADAM9 ADSS1 AKT1 ALMS1 AMZ1 ANXA2 APIP APP ARAP1 ARHGAP5 ARHGAP6 ARHGDIA ARL8A ARMC8 ASAP2 ATP7A BBS5 BCL9 BIRC5 C1orf21 CAMK1 CARD10 CASP7 CCNE2 CCNYL1 CD180 CD302 CD80 CD99L2 CDC14A CDCA8 CDON CENPV CFAP410 CHML CLNK CORO2A CREB3L2 CRYBG3 CSF2RB DCTPP1 DEPDC7 DPAGT1 DYNC1LI2 DYNLT2B E2F3 EEA1 EFCAB14 ELMO2 ENDOD1 ERCC6L EXOC3L4 EXTL3 EZH2 FADD FAM174A FAM91A1 FARP2 FBXO3 FBXO6 FCGRT FNDC3A FNDC5 FSIP1 GALNT7 GCNT1 GNA15 GNG10 GOLGA7 GYS1 H1-0 H2BC5 HDAC9 HEG1 HELLS HIPK2 HLA-G HPS4 HPS5 HSP90B1 IDH1 IFITM2 INPPL1 ITGAV ITM2C KCNK12 KCTD14 KDM2B KDM3B KIF9 LIPA LONRF1 LPCAT1 LPIN2 LSR MAP2K3 MAPK13 MAPKAPK2 MBD4 METRNL MFSD14A MGAT4B MIER2 MKI67 MPRIP MT1E MYO18A NAALAD2 NADK NAIF1 NCKIPSD NDST2 NRP1 NUDT15 NUDT2 OSBPL3 PCLAF PDE8A PHF10 PKIG PLBD2 PLEKHO2 PLS3 PLSCR1 PMF1 POGLUT2 POGLUT3 PPFIA4 PRKAB2 PRRC1 PTPRE PUS10 RAB10 RAB11FIP1 RAB14 RALB RHOQ RNF141 ROPN1L RPN1 RPS6KA5 RTL5 SDC3 SEL1L SERPINB1 SH3BGRL SH3TC1 SIPA1L3 SLC12A9 SLC25A10 SLC25A24 SLC25A26 SLC31A2 SLC33A1 SLC35B2 SLC66A3 SLC6A13 SLC8A1 SNX22 SNX9 SORD SPAG9 SPINT1 SREBF2 SRGAP2 TAF6L TIAM1 TMBIM1 TMEM131 TMEM170B TNFAIP2 TNFRSF21 TPCN2 TPM2 TPST1 TTC7A TTC8 TUSC1 TXNDC16 TYK2 TYW3 UBE2G2 UNC119B USP22 USP6NL VAMP3 VKORC1L1 VPS37C WDFY3 WDR86 YWHAG ZC3H12D ZFYVE21 ZNF710 GSE17186_BLOOD_VS_CORD_BLOOD_CD21LOW_TRANSITIONAL_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17186_BLOOD_VS_CORD_BLOOD_CD21LOW_TRANSITIONAL_BCELL_UP ABCB9 ACOT13 ACP5 ACSS2 ADD1 ADD3 ADORA2A AFF3 ANKH AP3M2 ARFRP1 ARHGAP29 ARHGEF4 ARL2BP ARL4C ARV1 ATF7IP AVEN B4GALNT1 BICDL1 BNIP3L BTBD19 CACNA2D4 CASP8 CAST CBX4 CCDC82 CCM2 CERS4 CHCHD10 CHST10 COQ8A CYTH1 DAXX DBP DDX60 DEF6 DENND11 DENND2D DNAJA2 DNAJC6 DUSP11 DYRK2 EBPL EMP3 ENTPD4 EPHB6 EZR FAM221A FAM3C FBXL12 FOXO1 FYN GALNT2 GALNT6 GBP2 GOLM1 GPN3 GRAMD4 GRAP GRK6 GTF2I GUCD1 HADH HDAC7 HECA HELB HELZ2 HGSNAT HSD17B10 HSDL1 ICAM2 ICOS IFIT2 IGF2R IKZF1 IL17RA IL21R ING1 ITGB5 ITGB7 JADE1 KCNA3 KCNK10 KLHL22 KLK8 L3MBTL3 LATS2 LBR LCP2 LDB1 LDLRAP1 LNPEP LRRC75B LRRC8A LTA LY9 MACROD1 MAT2B MBP MITD1 MLLT6 MRPL24 MRPL58 MSN MTMR3 MTSS1 MYH9 NAE1 NCEH1 NCK1 NFATC3 NHERF1 NSMCE1 OSBPL9 OTUD4 P4HTM PAM PANX1 PAPOLG PAQR7 PDCD10 PDCD4 PELI1 PHF1 PHGDH PIGX PKNOX1 PLGRKT POU6F1 PPARGC1B PPP2R5A PRG4 PRRC2B PSTK PTPN1 PXYLP1 QPRT RAB37 RALGPS2 RAP2B RAPGEF6 RASA2 RASA3 RBM38 RBM43 RCSD1 RECK RFLNB RITA1 RNF38 RPL37A RPL5 RPRD2 RPS10 RTF1 RTP4 SDF4 SERPINB6 SESN1 SETX SH2D2A SLC20A1 SLC44A2 SLFN13 SMC4 SMPD5 SORCS2 SP110 SSH2 STAMBPL1 STAT5B SUN1 SUN2 TBCEL TBXA2R TECR TFCP2 TLE5 TMEM164 TMEM50A TMEM63A TNIP1 TNK2 TRAF3IP3 TRIM56 UBE2D3 UBTF UNKL USP3 VAT1L WDR7 XRN2 ZAP70 ZBTB2 ZBTB7B ZNF280B ZNF560 ZNF846 ZNRF1 GSE17186_BLOOD_VS_CORD_BLOOD_NAIVE_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17186_BLOOD_VS_CORD_BLOOD_NAIVE_BCELL_DN ADAMTS6 ADD1 AKAP12 ANGPTL4 ANKRD9 ARHGEF1 ARL2BP ARL4D ART4 ATP2A3 B3GNT5 BACE1 BAIAP3 BCAT1 BTBD6 C12orf57 C16orf74 C19orf38 C8orf58 CAPRIN2 CARD6 CARNS1 CBX4 CCDC71 CCR9 CD5 CDKN2D CEP97 CHCHD10 CMSS1 CPN2 CYTH3 DAD1 DDX11 DGKZ DNAJC15 DOCK2 DUSP28 DYRK2 EFEMP2 EIF1AD ENDOG ERCC1 ERF ESYT1 ESYT2 EZR FAM241A FAM8A1 FASTK FBXL14 FBXO4 FLNA FRMD8 G0S2 GALK1 GALNT10 GALNT7 GARIN3 GARRE1 GBP2 GDPGP1 GPATCH4 GPR68 GPSM2 GRAMD2B H2AJ HACD3 HADH HADHB HDAC7 HMGXB3 ICAM2 IFIT1 IL18RAP IL2RB IL2RG IQGAP2 IZUMO1R JAK1 KCNMB4 KIAA0040 KIAA1614 KIF1B LGALS3BP LGALS9B LRFN4 LTB MAN1A2 MAT2B MDGA2 METTL1 METTL27 MIF MKRN2 MLLT6 MPHOSPH9 MRM3 MRPL58 MS4A6A MTHFD1L NCKAP5L NDRG2 NIPAL1 NLK NPM1 NT5C3B OSBPL5 OXCT1 OXTR PADI2 PDCD2 PDHA1 PELI1 PGK1 PIGP PLA2G12A PPM1J PPP1R14B PRF1 PRKCH PSENEN PTGER2 PUS7 RABAC1 RALGPS2 RASAL3 RCBTB2 RFFL RFTN1 RGS10 RHOH RIMOC1 RNF144A RNF167 RP9 RPL22L1 RPLP1 RPLP2 RPS18 SAC3D1 SELENOP SELENOW SELPLG SEPTIN9 SETX SIAH1 SIDT2 SIGIRR SLC11A2 SLC25A53 SLC2A9 SLC6A19 SLCO3A1 SMC4 SMG9 SMKR1 SMPD5 SMPDL3A SPATA13 SPICE1 SRSF12 SSBP2 STAT4 TBC1D10C TBL2 TCF12 TEX264 THNSL2 TLE4 TMEM50A TMEM80 TMEM9 TMLHE TNIK TPCN1 TPST2 TRMT1 TSPO TTC27 TTLL12 TUBA4A TUT4 UBE3D UQCC5 USP24 USP36 UTP20 WASHC3 WDR74 ZBTB11-AS1 ZBTB2 ZDHHC15 ZDHHC20 ZHX3 ZNF2 ZNF260 ZNF281 ZNF654 ZSCAN25 GSE17186_BLOOD_VS_CORD_BLOOD_NAIVE_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17186_BLOOD_VS_CORD_BLOOD_NAIVE_BCELL_UP ACO1 ACTR3 ADAP2 AKT1 ALMS1 APP ARHGAP17 ARHGAP32 ARHGAP5 ARMC8 ATP5MG ATP6V0A2 ATP6V0B ATP6V1F ATP8A1 AVPI1 BID C1orf21 CA9 CASP3 CASP7 CCDC181 CD40 CD44 CENPB CENPV CEP55 CLDND1 CNR2 COP1 COX8A CREB3L2 CRYBG3 CSF2RB CUL7 CXCL10 CXCL16 CYP4V2 CYTH4 DBNDD2 DCTPP1 DEK DNAJB14 DNAJC16 DPAGT1 DPY19L4 DTNBP1 DYNC1LI2 E2F1 EEPD1 EGFL8 EID1 ELMO2 EXOC3L4 EXTL3 FAM174A FBXW8 FCRLA FKBP15 FKBP2 FLNB FNDC4 FRMD4A G6PC3 GALE GALNT7 GCA GCNT1 GFER GFPT1 GNG10 GOLGA7 GOLIM4 HAUS8 HDAC9 HELLS HINT1 HIPK2 HK3 HSP90B1 IAH1 IDH1 IFITM2 IFT122 IL13RA1 IL1B ILDR1 ISYNA1 ITGAV KCTD14 LANCL2 LIMD1 LIPA LMAN2 LPCAT1 LSR MAP4K1 MAPK13 MAPKAPK2 MET MGAT4B MIPEP MOB1A MRPL17 MTCH1 MYO18A NDST2 NDUFC1 NFE2L3 NIBAN1 NOTCH2 NSMF NT5C2 NUCB1 NUDT15 OSTC PARP12 PDE8A PDLIM5 PGAP6 PGLS PHACTR2 PLAAT3 PLEKHO2 PLPP2 PMF1 PNPO POMP PSMA3 PSMA7 PSME1 PTBP2 PTPA PTPRE PTTG1IP PUS10 RAB11A RAB19 RALA RAP2A RBBP7 RCN2 RHOQ RND3 RNF135 RPN1 RRM2 RTL5 S100A1 SEL1L SELENOS SEPSECS SESTD1 SH3BGRL SH3TC1 SLC22A23 SLC25A10 SLC25A20 SLC25A24 SLC25A39 SLC31A2 SLC33A1 SLC66A3 SLC6A13 SLC8A1 SMIM30 SMPDL3B SORT1 SOWAHC SPINT1 SRGAP2 SRGN STARD3NL STRADA STT3A STX12 SYNRG TGFB1 TM2D2 TMBIM1 TMBIM4 TMED3 TMEM131 TMEM170B TNFAIP8 TPST1 TRIB1 TRIT1 TRPV2 TTC8 TUBB2B TUSC1 UBE2E1 UMAD1 USP22 XBP1 YWHAG ZFHX3 ZNF516 ZNF600 GSE17186_CD21LOW_VS_CD21HIGH_TRANSITIONAL_BCELL_CORD_BLOOD_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17186_CD21LOW_VS_CD21HIGH_TRANSITIONAL_BCELL_CORD_BLOOD_DN ABHD14B ABRAXAS1 ACTR3B ADD1 ADD3 ALDH2 AREL1 ASB3 B3GNT8 BCAR3 BCDIN3D BCL10 BCL3 BMAL1 BTD C17orf80 C2orf42 C4orf47 C9orf85 CAMK2D CAPN5 CCDC71L CD164 CD200 CD40 CDPF1 CEP97 CERK CERS4 CIB1 CKAP4 CLUAP1 CMTM7 CNOT6L CNPY4 COX11 CSK DENND5B DFFA DHODH DHRS7B EFCAB2 EHD1 ELK3 ESCO1 ESYT1 ETHE1 EXOSC10 EZH1 EZR FANCF FBXO8 GEMIN4 GPAM GPD1L GPN3 GRPEL2 GSTT2 GUCD1 HADH HDAC5 HDAC7 HEATR1 HES5 HHEX HOPX ICAM2 IGKC IL10RB IRF2BPL IRGQ ITGB3 JADE2 JAK1 KCNA3 KCNG1 KCNK5 KTN1 LDB1 LTA LY9 MAP2K1 MAP7 MDN1 MDP1 METTL23 MGST2 MINDY2 MON2 MPP1 MRGBP MRGPRE MTARC2 MTCP1 MTERF2 MTG1 MXD4 MYNN MYO7A NADSYN1 NAE1 NAPSA NCK1 NEU1 NFATC1 NSMCE1 OARD1 OVGP1 PANX1 PARP16 PCED1B PCMTD2 PDCD10 PDCD4 PDHA1 PHF1 PHGDH PHYKPL PIAS4 PITPNM2 PLCL2 PMS2 POLR3H POU2F2 PPAT PPCS PQBP1 PRKCB PRPS2 PSD4 PTPN1 RAB2B RBM43 RCSD1 RECQL5 RETREG1 RFK RFLNB RITA1 RNF144A RP9 RPL36A RPL37A RTTN SCAF11 SERINC3 SERTAD1 SH3GLB2 SH3KBP1 SIDT1 SIPA1L2 SLAIN1 SLC16A7 SLC2A1 SMARCD2 SMPD1 SNORD104 SNRPG SP110 SPTAN1 STAP1 STAT4 STEEP1 STOML1 SUSD3 SYK SZT2 TACSTD2 TASL TCF12 TCF3 TECR TFAM TK2 TLR7 TMEM223 TNK2 TRAPPC5 TRIM65 TRMT1 TUT4 UBL3 UBTF USP11 UTP14A VPS54 WARS1 WDR33 XRCC1 XRCC5 XRN2 YEATS4 YPEL3 ZBTB1 ZBTB25 ZFP14 ZNF239 ZNF317 ZNF512 ZSWIM3 GSE17186_CD21LOW_VS_CD21HIGH_TRANSITIONAL_BCELL_CORD_BLOOD_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17186_CD21LOW_VS_CD21HIGH_TRANSITIONAL_BCELL_CORD_BLOOD_UP ABCA3 ABL1 ACACA ACO1 ACOT7 ADAP2 AGFG2 AGPAT3 AKR7A2 ALDOC ALMS1 ALS2CL APP ARHGEF39 ARID4A ARPC1B ARRB1 ATP6V1D ATP8B2 B4GALT4 BCAS3 C11orf54 C1orf54 CA9 CASP7 CD36 CD80 CD99L2 CDC25A CDK5RAP3 CEBPA CERS6 CFAP410 CITED2 CLDND1 CLINT1 COA5 COP1 COPS7A CPTP CREB3L2 CRTAP CRYBG3 CSGALNACT2 CSTB CTNND1 CYP4V2 DCTN5 DGLUCY DHRS1 DHRS13 DIP2A DKK3 DNAJC3 DPY19L4 DPYSL2 DYNC1LI1 EBP EIF4A1 ELAC2 ELMO2 ENPP4 EXOC3L4 EXTL2 EXTL3 FAM89B FAM91A1 FAM98C FBXO10 FBXO6 FGD1 FRMD4A GABBR1 GALNT7 GFPT1 GLCE GLS GNAQ GNB2 GOLIM4 GPR137 GSAP H1-0 HAUS8 HDAC6 HEATR5A HGFAC HK3 HLA-DRB1 HM13 HS6ST1 HSP90B1 IER3IP1 IFITM2 IL13RA1 IL6ST IPCEF1 ISOC1 ITGAV ITM2B JPT2 KANK3 KCNK12 KDM2B KIFAP3 KYNU LGALS3BP LPIN1 LRPAP1 LRRC40 MAPK13 MGAT4B MKNK1 MYO9A MYOM1 NBDY NBEAL2 NDST2 NDUFA8 NDUFA9 NUCB1 PADI2 PDCD6IP PDGFB PIGN PIK3R5 PIP4K2A PKIB PLBD2 PLEKHB2 PLEKHO2 POGLUT3 PPFIA4 PRCP PREX1 PROSER2 PRPF19 PRR13 PSME2 PTBP2 PTOV1 RAB10 RAB11FIP1 RAB19 RAB1A RAB29 RAC1 RAD54L RAP2A RCBTB2 RNASET2 RNPEP SANBR SASH1 SCAMP2 SCARB2 SDCBP SEPTIN9 SIPA1L3 SLC12A9 SLC25A26 SLC33A1 SLC36A4 SLC39A11 SLC6A13 SMPDL3B SNAP23 SNX1 SPINT1 SPRED2 SRGAP2 SRSF9 SSX2IP STARD3NL STX11 STX12 SUMF1 SURF4 SYNRG TAF6L TAP2 TLR2 TNFRSF11A TOX4 TPCN2 TRIP10 TSPAN4 TTC8 TUBB2B TUSC1 TYK2 USP22 VAMP3 VAV3 VILL VPS37C WDR13 XPNPEP1 ZNF623 ZNF710 GSE17186_CD21LOW_VS_CD21HIGH_TRANSITIONAL_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17186_CD21LOW_VS_CD21HIGH_TRANSITIONAL_BCELL_DN ABCB1 ABHD15 ABHD6 ABI3 ACP2 ACSL1 ACTG1 ADORA2B AKT1 ALG6 APOBEC3B ARHGAP17 ASAP2 ASNSD1 ATAD2 ATAD5 AURKA AURKB B3GNT8 B4GALT4 B4GALT6 BACH1 BIN3 BIRC3 BMP2 BMPR2 BRI3 BUB1B CA9 CACNB3 CADM3 CAMTA2 CCDC181 CCNA2 CCNB2 CCRL2 CD40 CDK1 CDKN2C CDYL2 CEBPD CENPU CEP55 CHKA CIAO2A CLPTM1 CORO1C CSGALNACT2 CTSC DENND4B DIAPH2 DIPK1A DNAJB14 DOCK10 DSCAM DTX1 DUSP16 E2F7 EEPD1 ERMP1 ESCO2 FADS6 FAM174A FAM234B FAR1 FH FIGNL1 FSCN1 G3BP1 GCA GCNT1 GNG10 GOLGA7 GPR155 GPX1 HAT1 HAUS5 HPGDS HSD3B7 ID2 IFNAR2 IL12RB2 IL1B IRAK2 ISCU IVNS1ABP KNSTRN KRT80 LANCL2 LIG1 LIMS4 LIPE LPCAT2 LTBR LYL1 MAGOHB MALT1 MAPK7 MCM7 MDH2 MOB1A MPEG1 MYO1H NCAPD2 NCAPG NCAPG2 NCKIPSD NECTIN4 NEURL2 NLRP10 NMRAL1 NOD1 NOSTRIN NRROS NUAK2 NUCKS1 OAT PCTP PDGFB PHKA1 PHKA2 PLA2G4A PMF1 PNPO POGLUT2 POMP PRC1 PRKAR2A PRKCB PTPA PTPN3 PTPRE PURG RAD51 RAP1A RASGEF1B RASGRP4 RBPJ RCAN1 RCC1 REL RFC4 RGS3 S100PBP SDF2L1 SEL1L SELENOH SERPINB2 SERPINB7 SESN2 SH3BGRL SKP2 SLC25A11 SLC31A1 SLC43A2 SLC44A1 SLC66A3 SMC2 SPC24 SPINT1 SPP1 ST3GAL4 ST3GAL5 STARD3NL STMN1 STRADA TAX1BP3 TBC1D22A TCF19 TFEB TGFB1 TJP2 TKT TLR2 TLR3 TMCC2 TMEM170B TNS1 TOPBP1 TPCN2 TRIM36 TRIT1 TUSC1 TYK2 UBE2E1 UBE2E3 UBE2F UBL3 UGDH UXS1 VASP VPS35 WDR11 WDR5B XIAP YWHAG ZNF229 ZNF516 ZNF600 ZNF629 GSE17186_CD21LOW_VS_CD21HIGH_TRANSITIONAL_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17186_CD21LOW_VS_CD21HIGH_TRANSITIONAL_BCELL_UP AARS1 ABL1 ACER3 ACTG1 AFDN AKT1 ALDH16A1 ANKH APP ARHGAP39 ARHGEF2 ASPM ASXL1 ATAD2 ATP7A AURKA AURKB B9D2 BAZ1A BEND4 BIRC3 BRCA1 BUB1B C11orf54 CACNA1S CADM3 CARMIL1 CASS4 CCNE2 CCSER1 CD180 CD72 CD81 CDC14A CDC42EP3 CDC6 CDYL2 CENPF CENPH CENPP CERS6 CHD9 CHKA CNPY3 COMT COPG2 CSNK1E CTC1 CXCL10 DHRS13 DHRS3 EEA1 EEPD1 EFCAB14 EIF4E3 ELMO1 EPB41L2 EPS8 ERCC6L ESAM ESCO2 EZH2 FBXO42 FCHO2 FEN1 FIGNL1 FILIP1L FUT7 GAB2 GALNT1 GATM GCNT2 GEN1 GKAP1 GPC2 GPR155 HDAC9 HERPUD1 HLA-G HNRNPLL HPS3 HTRA2 IFI44 IFT140 IFT57 IL3RA INPPL1 ITGB2 ITPR1 KCTD14 KIF20A KIF20B KRT80 LAMTOR1 LEPROT LGMN LRP1 LRP8 LRRC75A LYST MAN1A1 MAP3K14 MAP4K5 MAPK11 MCM8 METRNL MIS18BP1 N4BP3 NCAPD2 NCF4 NDC80 NDST1 NEDD4 NELFE NLRP3 NLRX1 NRROS NSMAF OAS1 OAS2 OAT OMA1 PAOX PARVG PEX16 PIAS3 PIMREG PLSCR1 POGLUT2 PPFIA4 PRDX4 PRKCB PRKRA PRRC1 PSRC1 PTK2 PTPA PTPN3 PTPN6 PTPRE RAB31 RAD51AP1 RAD51D RAP1GAP2 RASGRP3 RBM47 RBPJ RCAN1 REM1 RFC2 RNF149 RRAS RRBP1 RUFY1 SAPCD2 SASH1 SEPHS1 SERPINB1 SLC12A9 SLC29A1 SLC35A5 SLC35C2 SLC4A8 SLC6A12 SLFN5 SMC2 SMIM3 SPAG5 SREBF2 STARD9 STIMATE SULF2 SWAP70 SYPL1 TASL TBC1D16 TIAM1 TJP2 TJP3 TMEM120B TMEM131L TMEM35B TMPO TNF TNFRSF13B TPX2 TREX1 TSPAN31 TSPOAP1 TTC7A TTK TUBB6 TUSC1 TYMS UBE2G2 USP12 WBP1 WDR86 ZNF367 ZNF703 GSE17186_MEMORY_VS_CD21HIGH_TRANSITIONAL_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17186_MEMORY_VS_CD21HIGH_TRANSITIONAL_BCELL_DN ABRACL ACTN1 ADAM10 ADCY7 ADD3 ADGRE5 ADNP AGFG1 AHNAK AKR1B1 ALDH3A2 ANKRD44 AP1G2 AP3B1 ARHGEF3 ASAP1 ASF1A ATL3 ATP11B ATP6V1H B4GALNT1 BCL2L11 BMP5 C1orf35 CAPN15 CAPN2 CCR7 CD160 CD274 CD4 CD52 CD74 CD83 CD96 CDC25B CDC42SE2 CHD4 CHST15 CMTM7 CNOT6 CNTROB CRNKL1 CSRP1 CTDSP1 CXCL10 CYTH3 DCAF11 DECR1 DGKZ DNAJC15 DNPEP DPP4 ELF1 ELOVL5 EPB41L2 EPS15 EPSTI1 FAAH FAM117B FASLG FBXO4 FCRL1 FHL2 FNBP1 FOXP1 FYB1 GBP6 GCH1 GYPC HARS2 HDAC7 HERC4 HIBADH HIVEP1 HMOX2 HPCAL1 IFIH1 IFIT2 IFNAR1 IFT140 IKBKE IL10RB IL18BP IL2RG IL7R IQGAP1 IRAG2 IRF6 IRGM ITM2A KCNN4 KIF23 LACTB LAD1 LBR LCMT1 LITAF LSP1 MBNL1 MBOAT7 MBP MGAT1 MGST2 MIS18A MMD MPC2 MRTFA MYB NDE1 NDFIP2 NEK7 NFAT5 NR4A1 NRIP1 NUDT9 OGDH OTULIN PAK2 PAPSS1 PCMT1 PDE8A PECAM1 PEX26 PHF21A PHLPP1 PIK3CD PKP4 PLAAT3 PLEKHB2 PRKACB PRKCD PRNP PRR13 PSMB8 PSME1 PSME2 PTCH1 PURG QSER1 RAI1 RASAL1 RASGRP1 RASGRP2 RASSF5 RCSD1 REEP5 RGS3 RILPL2 RIPK2 RPA1 S100A10 SEC61A1 SESN1 SGK3 SH2B1 SH3KBP1 SLA SLC29A3 SLC2A3 SMC4 SMPDL3A SNX9 SPATA13 SPN SPTBN1 SSBP3 STAG2 STAMBPL1 STAP1 STAT1 STAT4 STAT6 STK10 TAP1 TBL1X TCF7 TDRP TESK2 TG TIMM17B TMEM229B TMEM243 TNFRSF1B TNFSF11 TNRC6A TOP2B TRIM59 TYK2 UBE2J1 UTP25 VAV3 VRK2 WBP1 WDR36 XCL1 XYLT2 ZAP70 ZMIZ2 ZNF395 ZNF451 GSE17186_MEMORY_VS_CD21HIGH_TRANSITIONAL_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17186_MEMORY_VS_CD21HIGH_TRANSITIONAL_BCELL_UP A4GALT ABCB1 ADCY10 AGK ALMS1 ANP32A ANXA4 AOX1 APOB ARHGAP22 ASCC2 ATP5MF BAZ2B BCL2L1 C19orf18 C1orf198 CABP7 CBX7 CD1D CEP162 CER1 CHD6 CHRNB1 CISH CLEC10A CLTRN CMYA5 CNKSR3 CNOT2 CNPY2 CNTNAP1 COL15A1 COL23A1 CRTAP CSPP1 CYFIP1 CYP8B1 DCXR DDX18 DNAH7 DOCK3 DYSF DZIP3 EMC3 ENDOG EPB41L2 EPCAM EPHX4 ERBB3 ERMARD FAH FAM81A FAM89A FBLN2 FIBIN FLRT3 FNTA GABPB1 GATAD1 GDPD5 GINS2 GNL2 GNPAT GRB14 GSN H1-10 HMGN3 HORMAD2 HTR3B HTRA2 ICAM1 IFT27 IL10 IL23A IL5RA INPP5F INSR IRAK2 IRF4 IRX5 ITIH5 ITPKC ITPR2 KCNQ2 KLHDC2 KLHL22 KLRG1 L2HGDH LAMTOR5 LHFPL5 LRBA MAGED1 MAGI1 MAP3K9 MBD1 MDH1 MGAT5B MGMT MID2 MPHOSPH8 MPPED1 MROH9 MRPS6 MSRB3 MTMR1 MYB MYCN MYEF2 MYOC NARS1 NBL1 NCBP2 NDUFB9 NEB NINJ1 NME1 NQO1 NRP1 NRTN NSMCE1 NUP133 ODF3B OR2C1 OTUD6B OTX1 PATJ PCK2 PCSK1 PDE2A PEX16 PFKFB1 PGLYRP1 PHF10 PIM1 PPIB PPM1N PPP2R5D PRAMEF8 PRCP PRKAR1B PRL PRSS55 PTGS2 PTPRB RAD51B RAPH1 RASAL2 RCAN3 RIN2 RNF112 RNF215 RPGRIP1 SAAL1 SEPTIN7 SH2B2 SH3GL3 SLC23A1 SLC37A2 SLC52A3 SLC7A11 SNX9 SOD1 SOX14 SRXN1 STAT1 STAT5B STON1 TAGAP TEKT1 TEKT4 TEX10 TFDP1 TIRAP TJP3 TLX1 TMEM63C TMEM86B TMPRSS11E TNFAIP1 TNFRSF18 TNFRSF4 TRIM2 TRIM29 TRIM9 TRPM4 TSPAN7 UBE2D2 ULK3 USP54 YAF2 ZBTB39 ZCCHC18 ZFP36L1 ZFP42 ZFYVE19 ZNF260 ZNF281 ZNF408 GSE17186_MEMORY_VS_CD21LOW_TRANSITIONAL_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17186_MEMORY_VS_CD21LOW_TRANSITIONAL_BCELL_DN ACBD4 ADD1 ADGRD1 ADPRM AKAP12 ALKBH8 ANKRD37 AOPEP APCDD1 AQR ARAP2 ARFGAP1 ARHGAP9 ARHGEF1 ASTE1 ATP13A5 ATP2A3 ATP5F1D ATP6AP1 B3GNT5 B4GALNT1 B4GALT1 BBS9 BCDIN3D BCL10 BCL11A BCL2L12 BCL3 BMAL1 BTD BUD23 C12orf43 C17orf80 C19orf38 C8orf33 C9orf85 CABP2 CAND2 CARD11 CASP4 CD53 CDC25B CDK5R1 CEP97 CFLAR CHRNA5 CIPC CKAP4 CNP COX11 CSK CSNK1G2 DCAF1 DCP1B DDX24 DDX54 DMPK DNAJC17 DNAJC4 DNAJC9 DPH7 EEF1G EFNA2 EFS EIF5 ELF1 EMILIN2 ENO1 EXOSC10 FAM32A FOXO4 FSCN3 FYTTD1 GALNT6 GBA2 GCOM1 GNGT2 GPAM GPN3 H2AJ HES5 HMGCS1 HOPX HPSE IBTK INPP5F INSL6 IRF2BPL IRGQ JAK1 KAT8 KCNC3 KCNH3 KCNJ1 KCNK5 KDM2A KDM4B KLF13 KRT10 LAMC1 LAMP1 LAS1L LRPPRC MAP7 MDP1 METTL23 MEX3A MGST2 MSN MTCP1 MTERF2 NELFB NELFCD NEU1 NFATC1 NFKB2 NLRP10 NUDCD1 NUDT16L1 OVGP1 PARP16 PCBP4 PDCD4 PIAS4 PITPNM2 PMS2 POC1B POLR3GL POMT2 POU6F1 PPM1E PRF1 PRKAG1 PRKCB PRM2 PRSS12 PTPN2 RAB3GAP1 RBM28 RECQL5 RFXANK RNF144A RP9 RPL35 RPS8 RRM2B RSF1 S1PR4 SCML4 SEC62 SELENOP SELL SERTAD3 SIDT1 SLAIN1 SLC24A4 SLC25A53 SLC2A1 SMARCD2 SNAP29 SNRPG SNX2 SNX33 SNX9 SPECC1L SPESP1 STEEP1 STING1 STK17B STK24 SUSD1 TACSTD2 TASL TBC1D12 TCF12 TEX264 TFAM TGIF2 TIGD2 TMEM223 TMEM39B TRAF3IP3 TREML2 TRMT112 TRNT1 TTI2 TUT1 TUT4 USP24 USP30 UTP14A XRCC5 ZFP14 ZFP36L1 ZNF2 ZNF239 ZNF317 ZNF622 ZSWIM1 GSE17186_MEMORY_VS_CD21LOW_TRANSITIONAL_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17186_MEMORY_VS_CD21LOW_TRANSITIONAL_BCELL_UP ABR ACACA ACOT11 ADAM19 ALMS1 ANLN ANXA3 ANXA7 ARHGEF39 ATG9A ATP5IF1 ATP6AP2 AURKA B4GALT4 BICD2 BRIP1 C11orf54 CA9 CASP7 CD36 CD80 CD86 CEP83 CERS6 CFAP410 CHEK2 CKAP2L CLINT1 CLN8 COP1 COPA CRIP1 CRTAP CTDP1 CTNND1 DAP DERL2 DGLUCY DKK3 DPP4 DPY19L4 DPYSL2 DYM EEF1B2 EEFSEC EID1 EIF2B2 EIF4A1 ELAC2 ENPP4 ENTPD1 ENTPD6 EPB41L2 EPSTI1 ERI1 ESPL1 FAM168A FAM219A FAM89B FGD1 FGD6 FGFBP3 FLOT1 FOXN2 FUCA1 FXYD5 GARS1 GLCE GMPR2 GNAQ GNB2 GPAA1 HCLS1 HDAC6 HEXA HK3 HLA-DQA1 HSPB6 IDE IFNAR2 IL13RA1 IL3RA IMPA2 INPP5B IPCEF1 IQGAP3 ITPK1 JPT2 KCTD21 KHK KIFAP3 KPNA3 KRT80 LARS1 LMF2 LRRC40 LSR LTBR MAGT1 MAP2K4 MATK MBOAT1 MCM4 MEGF8 MFSD14B MOGS MRPL42 MSH2 MYO18A NDC1 NDRG1 NDST2 NHLRC2 NLRP3 NOSTRIN PACS2 PADI2 PAK2 PALB2 PALLD PARVG PCDH20 PDCD6IP PDE1B PDIA3 PEA15 PIMREG PIP4K2A PKIB PLAAT3 PLEKHB2 PLEKHG5 PLIN5 PLPP2 PSEN1 PSMA8 PSMB9 PTMS PYGO2 RAB5IF RAB7A RASA4 RCBTB2 RCC1 RCN2 RTN4 S100A6 SANBR SCAMP1 SELENOI SEPHS1 SERPINB9 SGO1 SH3BP4 SH3BP5L SIPA1L3 SLAMF7 SLC22A5 SLC25A38 SLC33A1 SLK SNX1 SPAG5 STARD3NL STARD8 STAT5A STX12 SUMF1 SUMO3 SURF4 SYNE1 SYNRG TBRG1 TIFA TM2D2 TMCC2 TMTC3 TOPBP1 TOX4 TRIT1 TSSC4 TTC8 TUBA1B TUBB TUSC1 UCP2 UNC119 UQCRB UXS1 VAMP3 VDAC2 VKORC1L1 VPS35 VRK2 WDR41 XKR5 ZBTB8A ZDHHC23 ZFAND4 ZNF496 GSE17186_MEMORY_VS_NAIVE_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17186_MEMORY_VS_NAIVE_BCELL_DN ABHD15 ACE ACSL1 ACTG1 ADORA2B AKR7A2 ALS2CL ANKRD50 APAF1 AQR ARHGAP22 ARHGAP6 ARHGEF6 ARID4A ARPC2 ASXL1 ATAD2 ATF3 ATG4C ATP6AP2 ATP6V0C ATP6V1D ATP8B4 AURKA B4GALT4 BACH1 BIN3 BLOC1S2 C4orf46 CA9 CAMKMT CD80 CDC42EP3 CDKN2B CEBPD CENPN CEP290 CEP83 CHD9 CHEK2 CLINT1 COL23A1 COPZ1 CRYBG3 CSGALNACT2 DAPP1 DBF4 DDX60 DEGS1 DIAPH2 DIPK2A DLGAP4 DPP4 DSCAM DYM ELK3 EML5 ENTPD1 ESPL1 FAM149A FAM217B FAM89B FAM98C FBXO10 FCGR3A FNBP1L G3BP1 GEMIN8 GOLIM4 GPN1 GPR4 H1-0 HGFAC HLA-DOA HLA-DRB1 HSD3B7 HSPB6 IFNAR2 IL12RB2 IL7R IQGAP3 ITM2B KANK3 KCNIP3 KIF23 KIFAP3 KMO KPNA4 KPTN KRT80 LACTB LGALS3 LIPA LIPE LRRC40 LSP1 LTBP2 LTBR LUZP1 MAP2K3 MAP2K6 MAPK7 MKRN1 MOB1A MXD3 MYBL2 MYO5A NADK2 NAPSA NCAPD3 NDST1 NDUFA8 NDUFAF7 NEURL1B NOSTRIN NR2C2AP NRBF2 NRROS PHETA2 POMP PRC1 PREB PRKAR2A PTMS RAB29 RAB37 RAB43 RAC1 RAD54L RAP2B RASGRF2 RBL1 RCAN1 RCC1 RGS1 RNF135 RNPEP RRAS RTN4 RUNDC3B S100PBP SCP2 SEPHS1 SEPTIN10 SERPINB2 SESN2 SGSM2 SIGLEC7 SIPA1L3 SKIC3 SLA SLC25A11 SLC25A24 SLC25A25 SLC27A2 SLC7A7 SLCO5A1 SMAD1 SMC2 SMIM3 SOAT2 SPC24 SPINT1 SSR1 STAG3 TAX1BP3 TBKBP1 TCIRG1 TGFBR1 TIAM1 TKT TMBIM1 TMCC2 TMEM131L TMEM170B TNFRSF11A TP53I13 TRIM36 TRIQK TUBA1B TUBB6 TUSC1 UBAC2 UXS1 VHL VPS35 VRK2 WDFY2 WSB2 XIAP ZBTB42 ZFAND4 ZNF22 ZNF263 ZNF414 ZNF467 ZNF516 ZNF600 ZNF623 ZNRF1 GSE17186_MEMORY_VS_NAIVE_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17186_MEMORY_VS_NAIVE_BCELL_UP ABCC5 ABHD8 ACSBG1 ACTN1 ADI1 ANGPTL4 ANKRD9 ANO10 ARHGEF1 ARHGEF18 ARID5A ARL4D ATIC ATP5F1D AXIN2 B3GALT4 B3GNT2 B3GNT5 B4GALNT1 BACH2 BCDIN3D BDH1 BYSL BZW2 C15orf61 C8orf58 CAMSAP2 CBR1 CCDC30 CCM2 CCR7 CCR9 CCS CD5 CEP97 COG2 COL11A2 CPM CTSE CYP46A1 DENND4C DLEU7 DMAC1 DMRTA1 DNAH8 DNAJC15 DNAJC18 DYRK2 EEIG1 EFEMP2 ELP3 EMG1 ENDOG ENTPD5 EOMES EPHB6 ESYT1 ESYT2 EXOSC2 FAM3C FAM8A1 FRMD8 FUT11 GALNT10 GALNT7 GARIN3 GBP2 GBP7 GDPGP1 GGACT GRAMD2B GTF2IRD2 H2AJ HACD3 HARS2 HCST HDAC7 HOXB6 ICAM2 IGSF23 IMP3 IRF2BPL IRF6 ITPKB IZUMO1R KCNAB2 KCNMB4 KDM4B KIAA1614 KIF1B KLF7 KLHL12 LBP LIPT1 LRFN4 LY75 MAN1A2 MAT2B MATN4 MCRIP2 METTL1 MPHOSPH9 MRM3 MRPL58 MTFR1 MYBPC1 MYC MYO7A NLK NPB NPM1 NPR1 NT5E OXCT1 PAG1 PARD6G PATJ PAXX PCCB PCSK1N PDLIM1 PGK1 PGM2L1 PHB1 PIP5KL1 PLAAT3 PLEKHH2 POLM PPM1J PPP2R5A PSTK PTGER2 RAC2 RACK1 RALGPS2 RANBP10 RIPOR2 RPL36A SDR39U1 SEC22C SELENOW SELPLG SERPINB6 SFXN4 SHISA5 SIAH1 SIGIRR SKI SLAMF1 SLC11A2 SLC16A11 SLC16A6 SLC17A9 SLC20A1 SLC25A53 SLC5A6 SLC6A19 SLN SMAD3 SMPD1 SMYD3 SNHG17 SPATA13 SRM SRPK1 SRSF12 SSBP2 STAT4 STK4 SUSD1 TBX6 TCF12 TELO2 TEX264 THNSL2 TMEM44 TMEM9 TMLHE TPST2 TTC27 TTLL12 TUBA4A TUSC2 TWNK UGCG USP24 UTP4 WASHC3 WDR74 XRCC4 ZBTB11-AS1 ZBTB2 ZDHHC15 ZDHHC20 ZFP1 ZNF146 ZNF2 ZNF260 ZNF287 ZNF354C GSE17186_NAIVE_VS_CD21HIGH_TRANSITIONAL_BCELL_CORD_BLOOD_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17186_NAIVE_VS_CD21HIGH_TRANSITIONAL_BCELL_CORD_BLOOD_DN ABI3 ABL2 ADAD2 ADAMTS6 ADGRG3 ADGRL1 ADI1 AFMID AFP AGTR2 AKAP12 AMPD1 AP3S2 ARAP2 ARFRP1 ARHGAP45 ARHGDIG ARHGEF1 ARL2BP ARL4D ART4 ASB1 AXIN2 B3GNT2 B4GALT1 BACE1 BCDIN3D BCL7A BCL9L BTBD6 BZW2 C8orf58 CACNA2D4 CARNS1 CBR1 CBX4 CD37 CD5 CD7 CDC14B CDKAL1 CDKN2D CEP97 CHST10 CLSTN1 CNP CPLANE1 CTPS2 CYP4F12 DAND5 DDX6 DENND4C DGKZ DIAPH1 DMRTA1 DNAJC15 DOCK2 EFEMP2 ELK4 EMG1 ESYT2 EVL EXD2 FAM241A FAM3C FAM8A1 FASTK FGF11 FSD2 GAB3 GALNT6 GARIN3 GBP2 GCFC2 GJD4 GPAM HS3ST3B1 HVCN1 IDNK IGHM IGIP IL6ST IQCC JADE2 JAK1 KCNC3 KCNMB4 KDM4B KIF1B KLK8 KRBA1 LBP LEPROTL1 LGALS1 LPP-AS2 LTA LY6K MAT2B MDC1 METTL23 MFSD9 MIF MINDY1 MLLT6 MRM3 MYBPC1 MYO7A MZB1 NCKAP1 NEU1 NEURL2 NOP10 NPM1 NR6A1 NSUN6 P3H4 PADI1 PAIP2 PARD6G PCSK4 PHF21A PLAUR POLR1B POLR3GL POU2F2 PPP2R5A PPP3CC PSENEN PSTK PUS7 PUS7L RAB37 RAP1B RAP2B RARG RASSF2 RCCD1 RCL1 RFFL RHOF RNF138 RNF144A RNF2 RNF38 RP9 RPL38 RPS3A RPS7 RPS8 RPSA RUNDC3B S100A10 S1PR4 SESN3 SIAH1 SKI SLAMF1 SLC16A1 SLC16A10 SLC20A1 SLC25A53 SLC39A4 SLFN12L SMAD3 SMAD7 SMAP2 SMC4 SMPD5 SNHG17 SPICE1 STING1 STK10 SYDE2 SYT17 SYTL2 TBC1D12 TMCO4 TMEM241 TMEM80 TMLHE TNIP1 TP53I11 TPCN1 TPO TPP1 TREML2 TRMT112 TTC28 TUBA4A TUT4 UBE3D USP24 ZAP70 ZFP1 ZNF2 ZNF260 ZNF280C ZNF354C ZNF571 GSE17186_NAIVE_VS_CD21HIGH_TRANSITIONAL_BCELL_CORD_BLOOD_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17186_NAIVE_VS_CD21HIGH_TRANSITIONAL_BCELL_CORD_BLOOD_UP AACS ABCD4 ABITRAM ACTR3B ACY1 ADD1 AKT1S1 ALDOA AREL1 ARHGEF3 ATP5F1D B3GNT8 BCDIN3D BIN1 BMAL1 BTD C12orf57 C17orf58 C19orf38 C1orf54 C4orf47 C9orf85 CAB39L CAMK2D CARS1 CBR1 CCDC71 CD53 CD99L2 CENPQ CHSY1 CMPK2 CMSS1 CNOT10 COASY COG6 COX11 DAD1 DCLK2 DMAC1 DNAJC9 DYNLT3 EARS2 EIF2B2 EIF3I ENPP1 ESYT1 EXO5 EXOG EZH1 FAM117A FBXO9 FCHO1 FGD6 FKBP4 GLMP GNL1 GNL3 GREB1 GUCD1 H2BC13 HACL1 HADH HADHB HDAC7 HEATR1 HYPK ICAM2 IGF2R IL27RA IL4R INTS7 IRAK3 JAK1 KCNK5 KIAA2013 KLHL24 KRTCAP2 KTN1 LNX2 LTA LTB LYRM2 MAN1A2 MAP4K1 MARS1 MARVELD2 MAT2B MED4 METTL26 MGST2 MIF MLLT3 MON2 MPP1 MRGPRE MRPL23 MRPL47 MRPL49 MRPL50 MTF2 MTIF3 N4BP3 NADSYN1 NAE1 NAT1 NCK1 NEIL1 NEU1 NOB1 NOP10 NUCB2 OXCT1 PARS2 PCID2 PDCD2 PFDN6 PHGDH PIP5K1B POLR1F POLR2J POLR3GL POLR3H POP4 POP7 PPME1 PPP1R13B PQBP1 PRMT7 PSEN2 PSMA6 PSMC1 PTCD3 PTGR3 RAB9A RABAC1 RASGRP1 RCHY1 RECQL5 RFK RIMOC1 RNF144A RNF145 RPL37A RRN3 RSL24D1 RUVBL1 SCAF11 SCML4 SDHB SELENOP SELENOW SERINC3 SERTAD1 SIDT1 SLC16A6 SLC25A15 SLC25A19 SLC25A53 SLC2A1 SLC7A6OS SLX4 SNAP29 SNX33 SP110 SPIB SPICE1 SPIN1 SPTBN1 SUSD1 SVBP SYS1 SZRD1 TAPT1 TCF12 TCF3 TIGD2 TLR4 TMEM208 TMEM223 TMEM26 TOM1 TOR3A TRIM35 TRMT1 TSPO TSR1 TTI2 TUBA4A TUT1 TXNRD3 UROD USHBP1 VPREB3 WDR55 YPEL3 ZBTB4 ZDHHC20 ZNF239 ZNF667 GSE17186_NAIVE_VS_CD21HIGH_TRANSITIONAL_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17186_NAIVE_VS_CD21HIGH_TRANSITIONAL_BCELL_DN AARS1 ABHD12 ABL1 ABRAXAS2 ACER3 ACOX3 ADCY4 AHR AKT1 ALDH16A1 ALMS1 APIP ARHGAP18 ARHGEF6 ARL5A ARL6 ASAP2 ATAD2 ATXN1L AURKA BCL2L14 BST1 BUB1B C2CD2L C4orf19 CACNA1S CAPZB CASP7 CCDC34 CCDC88A CD38 CD80 CD99L2 CDC14A CENPF CENPI CENPP CFAP410 CHST11 CLVS2 COPG2 COQ2 CORO1B CRIP1 CTC1 CTNNBIP1 CYB561A3 CYSLTR1 DAGLB DCLRE1A DHRS13 DHX32 DNMT1 DOCK5 DPAGT1 DPY19L1 DYNLT1 DYNLT2B E2F3 EFCAB14 ENPP5 ERCC6L EVI2B EXTL3 FAM219A FANCL FARP2 FOXRED2 FUCA2 GALC GAMT GCA GCNT1 GKAP1 GMNN GNAQ GNG12 H2AZ1 HACD2 HIPK2 HLCS HPS3 IGSF6 IL3RA IMPA2 INCENP INPPL1 IQGAP3 ITPR1 JDP2 KCTD14 KIF20B KIF22 KIF5A LAMTOR1 LAPTM4B LARS1 LEPROT LONRF1 LPCAT1 LPIN2 LSR LTBR LUZP1 MAGT1 MAP2K6 MAPKAPK2 MCUB METRNL MIR22HG MIS18BP1 MTCH1 MTMR14 NADK NDC1 NDRG1 NDST2 NEDD4 NLRP3 NUCB2 OAT ORAI3 PALB2 PARVG PDIA3 PDIA6 PDLIM7 PKIG PLEKHO2 PLPP5 PLSCR1 PMF1 PPP1R11 PRDX4 PRR5 PRRC1 PRRG2 PTMS PTPA PTPRJ PYGO2 QSER1 RAB11FIP5 RAB14 RAD51D RBM47 RCAN1 RCN2 RPS6KA5 RTL5 SEPTIN10 SERF2 SERINC3 SERPINB9 SFMBT1 SH3BP5L SIPA1L3 SKA2 SLC22A5 SLC25A38 SLC33A1 SLC35A3 SLC9A9 SOCS5 SOX12 SPAG5 SPAG9 SPINT1 STARD8 STOM SYNRG SYPL1 TAF6L TBXAS1 TEP1 TMBIM1 TMPO TOR3A TRAM2 TRAPPC9 TRIT1 TSPAN2 TSPAN31 TTC7A TTK TUSC1 UBA6 UBE2G2 UBTD2 UGGT1 VAMP3 VEGFB VKORC1L1 VPS9D1 WBP1 YIF1B YWHAG ZC3H12C ZCCHC3 ZDHHC23 GSE17186_NAIVE_VS_CD21HIGH_TRANSITIONAL_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17186_NAIVE_VS_CD21HIGH_TRANSITIONAL_BCELL_UP AADAC ABLIM1 ABTB3 ACTN2 ADAT1 AIP AKAP12 ALS2CL ANGPTL3 ANGPTL4 ANXA6 APH1B APPL2 ARHGAP30 ARHGDIB ASCC1 ATP5F1E BANF1 BCL6B BHLHE40 BMP5 BUD13 C4orf51 C4orf54 CABP4 CBFA2T2 CCNB1IP1 CCPG1 CCR7 CD300LG CDCA5 CDH17 CDH8 CDK2AP2 CDPF1 CFAP43 CFAP54 CHD7 CHST10 CILP2 CLIC4 CLIP1 CNEP1R1 CNST COQ10A CRLF1 CTSB CYP11B2 DDIT4 DENND2D DNAAF11 DNASE2B DPEP3 DRAP1 DZIP1 ELANE ESM1 EXOSC2 F8A1 FAM220A FEZ1 FLT3 FLT3LG GAB3 GALNT10 GALNT6 GMFG GNPTG GPD2 GSC GUCA2B HAPLN3 HCST HEATR5B HECTD1 HIGD1C HS2ST1 HSDL1 HTRA3 IGFBP4 IKZF1 IL17RC IL17RE IL18R1 ILRUN ITGB5 KCND2 KCNMB4 KCNS1 KCTD13 KIF5C KLHL25 KRT26 KYAT1 LGALS3 LGALS3BP LIME1 LMO4 LMOD2 LRRC4B LSP1 LUZP1 LYPD6B MACROH2A1 MANBAL MARCHF2 MARVELD1 METTL7A MFSD2B MOB3B MOG MOGAT1 MPDU1 MRPL27 MRPS5 MS4A8 MSL2 NAGPA NIPAL1 OMA1 OSCP1 OVCA2 OXSM PACRG PARP3 PDE6A PDLIM4 PFKP PGAM2 PHF20L1 PLCG2 PMEL PNKP POLR3C POU2AF1 PPA2 PPP1R37 PPP1R3C PRKACB PRPS1 PRSS16 PRTN3 PSTPIP1 RAB39B RAB8A RAP1GAP2 RBMS3 RHBDD1 RNASEL RNF168 RNF222 RNF39 RPL41 S100A11 SCO1 SECTM1 SENP6 SEPTIN6 SERPINB1 SERPINE2 SETD4 SF3B5 SLC17A7 SLC25A30 SLC27A4 SLC30A4 SLC34A2 SLC6A19 SLCO3A1 SMIM3 SNAI3 SNAPC5 STK4 STOX1 SWSAP1 TBC1D7 TCF25 TCF7 TDRP TFB2M TGFBR3 TMEM141 TMEM14C TMEM176A TMEM176B TMEM63B TRAPPC3 TRIO TRMT2A TRPS1 TTC19 UBE2U UMODL1 VPS16 VSIG4 XDH ZBTB11-AS1 ZNF385C ZNF786 ZSWIM1 GSE17186_NAIVE_VS_CD21LOW_TRANSITIONAL_BCELL_CORD_BLOOD_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17186_NAIVE_VS_CD21LOW_TRANSITIONAL_BCELL_CORD_BLOOD_DN ABCB1 ABHD1 ABHD6 ACE ACP2 ACTG1 AIM2 AKT1 AKT3 ALDH16A1 AMZ1 ANKH APAF1 APIP ARAP2 ARHGAP42 ARHGEF6 ATAD5 AURKA AURKB B9D2 BIRC3 BIRC5 BUB1B CACNA1S CADM3 CASP7 CBX5 CCDC34 CCNA2 CD300LB CD80 CDC20 CDC6 CDYL2 CEBPD CENPF CEP290 CEP55 CHKA CLPTM1 COPG2 CORO1B CORO2A CRISPLD2 CTC1 CXCL9 DEPDC7 DHRS13 DIPK1A DPP4 DSCAM E2F3 EEPD1 EHD4 EIF4ENIF1 ENO3 EPN1 ESPL1 EVI5 FAM43A FAR1 FBXW12 FCGR3A FGD2 FIGNL1 FNIP1 FSCN1 GATM GCA GCNT1 GNG10 GOLGA7 GPR137B GPR155 GTF2A1 H1-0 H2AZ1 HLX HPS3 HSD17B4 IFNGR2 IFT140 INCENP INPPL1 IQGAP3 ITGAM ITGB1 ITGB2 KCNIP3 KDM2B KIF20A KPTN KRT80 LEPROT LMTK2 LPAR3 LPIN2 LRP1 LSP1 LTA4H LTBR MAD2L1 MALT1 METRNL MFAP3 MICU1 MTMR4 NCAPD2 NELFE NEURL2 NLRP10 NMRAL1 NOD1 NOXRED1 NRROS OMA1 PAOX PEX16 PLD2 PLK1 PLS3 PLSCR1 PMF1 POGLUT2 PRKAR2A PRKCB PRRC1 PTMS PTP4A2 PTPN3 PTPRE PTPRS PUS10 QKI RAB14 RAB31 RAD51 RAPGEF1 RBPJ RCAN1 RNF216 RPS6KA4 RPS6KA5 RRAS S100A6 S100PBP SAMHD1 SEPTIN10 SERPINB2 SESN2 SFMBT1 SH3BGRL SKIC3 SLC25A11 SLC25A35 SLC2A6 SLC44A1 SLC66A3 SMIM3 SNX30 SPAG9 SPECC1 SPINT1 SREBF2 SRRM1 ST3GAL5 STAG3 STARD3NL SULF2 SWAP70 SYPL1 TEX15 TGFBR1 TJP2 TLR1 TMEM123 TMEM131L TMEM170B TMEM35B TMPO TNS1 TPM2 TRAF1 TREX1 TRIP13 TRIQK TSPAN31 TTC8 TTK TUBB6 TUSC1 TYMS UBE2G2 UCP2 WDR5B YWHAG ZNF263 ZNF367 ZNF600 GSE17186_NAIVE_VS_CD21LOW_TRANSITIONAL_BCELL_CORD_BLOOD_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17186_NAIVE_VS_CD21LOW_TRANSITIONAL_BCELL_CORD_BLOOD_UP ACAP1 ACY1 ADD1 ADD3 AKAP12 ALDH6A1 AP1G2 ARAP1 ARHGAP31 ARHGAP45 ARL2BP ARL4C ARV1 ATP2A3 ATPAF1 B3GNT5 BICDL1 BOLA2 BTBD19 C12orf57 C5orf34 CASP8 CBX4 CBX7 CCDC71 CCS CD200 CD4 CDC25B CDK2AP2 CDKN2D CENPT CHCHD10 CHURC1 CISH CMKLR1 CRBN CTSE CYTH1 DAD1 DAXX DDX1 DGKE DOCK2 DPH2 DSEL DYRK2 DZIP1 EIF3H ELOVL6 EMC9 EVA1B EXO5 FAM117A FBXL14 FLI1 FOCAD FOXO1 FRMD6 FRMD8 FYN GALNT10 GALNT2 GALNT7 GBP2 GBP6 GBP7 GMFG GTF2I HADH HADHB HDAC7 HOOK1 ICAM2 IFIT1 IFT80 IGF2BP2 IKZF1 IL27RA IL2RG IMPDH1 IRF4 ITGB7 ITM2A KCNMB4 KRTCAP2 LDB1 LGALS9B LNPEP LRRC8A MAGED2 MAN1A2 MAT2B MBP MELTF METTL26 METTL9 MIF MLLT6 MPPE1 MRPL58 MSH3 MTHFD1L MYL11 NAA10 NAT1 NCK1 NCKAP5L NLE1 NLK NMNAT3 NOP10 NT5C3B OXCT1 PAQR7 PATJ PDCD2 PDHA1 PEX5 PFKP PGK1 PGLYRP2 PHC2 PIGX PINK1 PIP4P2 PITPNC1 PLEC PPARGC1B PPP1R13B PRKCZ PSTK PTGR3 PTPRA PYCR2 PYROXD1 RALGPS2 RASA3 RASAL3 RASGRP1 RCBTB2 RECK RFFL RFTN1 RFTN2 RGS10 RHOH RIPK3 RNF167 RNF19A RPL5 RPLP2 S100A10 SARAF SATB1 SELL SEPTIN9 SETX SGCB SIAH1 SIGIRR SLC25A12 SLCO3A1 SMC4 SNAP47 SNX2 SP110 SPATA6 SPO11 SSBP3 STAMBPL1 TANC1 TBC1D10C TBCEL TCF12 TEX264 TGFBR2 TLE5 TMC6 TMEM164 TMEM50A TOM1 TPRG1L TRAF3IP3 TUBA4A TUSC3 UNKL USP24 UTRN VIPR1 WASHC3 XKRX XRN2 YPEL3 ZBTB25 ZDHHC15 ZNF251 ZNF260 ZNF639 ZSCAN25 GSE17186_NAIVE_VS_CD21LOW_TRANSITIONAL_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17186_NAIVE_VS_CD21LOW_TRANSITIONAL_BCELL_DN ABCA2 ABHD8 ACSBG1 ACSS2 ACTN2 ADAMTS6 ADD1 ANGPTL4 ARFRP1 ARHGAP1 ARL2BP ARL4D ARL6IP5 AXIN2 B4GALT1 BAIAP3 BNIP5 C4orf47 C8orf58 CACNA2D4 CARNS1 CASP8 CBX4 CCDC30 CCDC82 CCM2 CD79B CEP68 CERS4 CHST10 CMSS1 CNP CTPS2 CTSD CYTH1 DBP DDX11 DEF6 DENND4C DIAPH1 DLEU7 DNAJC15 DOCK2 DYRK2 ELK3 EMG1 EMID1 EMP3 ENDOG ENG EPHB6 ESYT1 ESYT2 EXD2 EZR FAM3C FLT3LG FSD2 FYB1 GAB3 GALNT6 GBP2 GMFG GPR183 GRIA3 H2AJ HADH HDAC7 HSDL1 ICAM2 IDNK IFI27L2 IL21R IL2RB ING1 IP6K1 IRF2BPL IZUMO1R JADE1 JADE2 JAK1 KANSL1 KIAA0040 KIF1B KLK8 KRBA1 L3MBTL3 LDLRAP1 LGALS1 LRRC75B LY9 MAP3K1 MAP7 MAT2B METTL23 METTL27 MFHAS1 MITD1 MLLT6 MTHFD1L MYLIP NFATC3 NT5DC1 PAXX PCSK4 PDCD10 PELI1 PGAP1 PGM2L1 PKNOX1 PMS2 POLR3GL POLRMT PPDPF PPP2R5A PRF1 PSTK PXYLP1 RAB37 RAC2 RALGPS2 RAP2B RARG RASSF2 RBM38 RCL1 RCSD1 RNF144A RNF2 RNF38 RP9 RPL22L1 RPL36A RPS19 RPS27 RPS8 RPSA RTP4 RUNDC3B SDR39U1 SERPINB6 SESN1 SETD6 SETX SIAH1 SLA2 SLAIN1 SLC16A1 SLC20A1 SLC25A40 SLC35G1 SLC44A2 SLC6A19 SLFN12L SLFN13 SMAP2 SMC4 SMG9 SMPD1 SMPD5 SNHG17 SORCS2 SP4 SRSF12 SSBP2 STAT5B STK10 TBC1D25 TCF12 TESC TIMP2 TMEM50A TMEM9 TMLHE TNK2 TPCN1 TPST2 TRMO TRMT112 TTC27 TTC28 TXNIP UBE2D3 USP24 USP36 UTP15 UTP20 VPS54 WDR17 WDR33 WDTC1 WWP1 XPC ZAP70 ZBTB2 ZDHHC15 ZFPM1 ZHX2 ZNF280C ZNF81 GSE17186_NAIVE_VS_CD21LOW_TRANSITIONAL_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17186_NAIVE_VS_CD21LOW_TRANSITIONAL_BCELL_UP ADPRM AGPAT3 AHR AIG1 AKT2 ANAPC11 ANKRD46 AOPEP ARF1 ARF6 ARHGAP39 ARID5B ARMCX3 ATF1 ATF6 ATG3 ATP5MC1 AUH BATF BCL3 C12orf43 C19orf25 CACNA2D3 CALCRL CASP6 CD200R1 CD28 CD6 CDC73 CDKN2D CEBPB CHD7 CHM CHMP4B CHST2 CIAPIN1 CKS2 COA7 CRYBG1 CRYBG3 CTDNEP1 CTLA4 CTSB CTSZ CYB561D2 CYB5B CYFIP2 DAP3 DENND4B DUSP12 EGLN3 EMB EMP1 ERG28 ETV6 EXT1 FLOT1 FLT3LG FMC1 FPGS FRMD4B FUT8 GADD45G GET4 GFI1 GNPDA1 GOLT1B GPR146 GPR65 GPX4 GSR GSS GZMB HIC1 HK1 HOOK2 ICAM1 ID1 ID2 IER5 IGF2BP1 IGFBP4 IL21R IL2RA IL4 IL4R INO80B IRF4 JAGN1 JAK3 JRK JTB JUN JUNB KRI1 KRTCAP2 LPP-AS2 LPXN LRRC8C MAN1A1 MANF MAPKAPK5 MBOAT1 MED1 MIDN MRPS23 MRPS24 MYDGF NCS1 NDUFB5 NDUFB7 NEK6 NEUROG2 NFIL3 NGDN NLE1 NOP9 NSMCE1 NUBP2 NUP58 OAS2 OPRM1 PBX2 PDIA6 PEX11B PGS1 PHLDA3 PIAS2 PIGM PKM PLA2G12A PLAC8 PMEPA1 POP7 PPP1CC PRDM1 PRKCH PRKCQ PROS1 PSMD9 PSTPIP1 PTDSS2 PTPN1 PTPN2 PTPN4 RAB20 RAB27A RAP1GDS1 RBKS RBPJ RCL1 RNF121 RNF126 RNF19B RNF4 RNH1 RORA RORC RRP36 SATB1 SCAMP3 SDHC SELENOF SELP SEMA4D SEMA7A SGPP1 SIGIRR SIRT2 SKAP2 SLC13A3 SLC30A4 SLFN13 SMAD3 SMIM3 SNX10 SOCS3 SPATA5 SSBP4 SSR2 STING1 STK19 SUCLG1 SYNGR2 SYTL3 TIMP1 TMEM109 TNFSF8 TP53I13 TRAF3 TWSG1 TXNRD1 UBA1 UBE2S UBFD1 UMOD VAV1 VMP1 VPS54 ZFP91 GSE17301_ACD3_ACD28_VS_ACD3_ACD28_AND_IFNA2_STIM_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17301_ACD3_ACD28_VS_ACD3_ACD28_AND_IFNA2_STIM_CD8_TCELL_DN ABCB1 ABCC4 ACVR1 ADAM23 AKAP10 ANKRD55 APPBP2 ARHGAP17 ARID5A ARMCX2 ATF7IP2 ATXN1 AVL9 BAG3 BAG4 BAK1 BCL2A1 BTN2A1 BTN3A3 C1GALT1 C21orf91 CASP4 CBFA2T2 CCDC88C CCPG1 CD226 CDK17 CFP CHD3 CHD7 CHMP7 CLCC1 CLIP1 CLN5 CNOT4 COQ10B CORO1B CPD CREBBP CRYZ CSGALNACT1 CTBS CTSB CTSL CYTH1 DACH1 DACT1 DCAF1 DDX60 DENND4A DIAPH1 DIPK1A DZIP3 EDEM2 EFNA4 ENPP2 ENTR1 ETHE1 EXOC2 FBXL4 FBXL5 FHIP2B FLT3LG FOXO1 FUT8 GADD45B GALNT11 GAPVD1 GBP1 GIMAP4 GIMAP5 GIN1 GNS GPC3 GPR183 GPRASP1 HGSNAT HIBCH HIVEP1 HMOX2 HOXB2 HPGD HTR2B IFIH1 IFIT1 IFNAR1 IL6R INPP4B IPCEF1 IPPK JRKL KDSR KLF10 LAPTM4B LIN7C LIPT1 LITAF LRBA LRFN3 LRRC8B LY96 MAGT1 MGAT4A MOCS2 MTMR14 MYLIP N4BP2L1 NAA60 NCF1C NDRG3 NDST3 NELL2 NEU1 NIP7 NME3 NPAT NR4A2 OGG1 OPTN OSBP P4HTM PAPOLG PCK2 PCTP PCYOX1L PDGFA PDIA5 PDLIM5 PER2 PITPNC1 PLEKHB1 PLN POMGNT1 PRDM4 PRKD3 PTP4A1 PUS3 QPCT RAB33A RAB3GAP1 RALGAPA1 RGS19 RHOF RIGI RIOX2 RIPOR2 RNF111 RNF144A RNF44 RSAD2 RSU1 RUBCN RYK S1PR1 SENP7 SERINC5 SGPL1 SGPP1 SIPA1 SLC18A2 SLC30A1 SLC31A1 SLC7A6 SMAD7 SPINK2 SPRY2 SUN2 TAOK3 TDRD7 TES TESPA1 TIMM10B TLR1 TMEM183A TMEM268 TMPRSS3 TPM2 TRAF3 TRAM2 TRIM32 TTC17 TTC27 TTLL1 UBL3 USP18 VWA8 WDR33 XYLT1 YJU2 ZC3HAV1 ZCCHC14 ZFAND3 ZFYVE16 ZNF140 ZNF189 ZNF200 ZNF274 ZNF354A ZNF573 ZSCAN16 GSE17301_ACD3_ACD28_VS_ACD3_ACD28_AND_IFNA2_STIM_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17301_ACD3_ACD28_VS_ACD3_ACD28_AND_IFNA2_STIM_CD8_TCELL_UP ABCF2 ACSBG1 ACYP1 ALDH7A1 ALG12 APOC4 ARHGAP33 ATAD5 ATP1B3 ATP2A1 AURKA BAG2 BCAT2 BMP3 BRCA1 BRIP1 BTF3 BUB1 C11orf16 CA9 CAMK1G CARHSP1 CASKIN2 CC2D1A CCNE2 CD320 CD99 CEP70 CHST10 CHST11 CIAO3 CLGN CLSTN1 CLUH CNTNAP1 COLQ CTSG CX3CR1 CXCL1 CYC1 DCLRE1B DEPDC1 DNAJC9 DNTT DPEP1 E2F5 ECHDC1 EZH2 FAIM FAM153A FAM53B FCN3 FNTB G6PD GAB2 GABRA4 GATM GK GLI1 GLO1 GLRX5 GLUD2 GNAO1 GNGT1 GPI GPR25 GPRC5A GRK2 GRSF1 GSE1 GSR GTF2A1 GUCY1B1 H2AC16 H2AZ1 H2BC9 H4C13 HCCS HCFC1 HINT1 HLA-DPA1 HMGB2 HNRNPU HSPBP1 HYAL3 IDH2 INKA2 KANK1 KHSRP KIF18A KMO KRI1 LAGE3P1 LCN2 LGALS1 LPAR4 LRRC17 LST1 MAP1S MCM3 MCM3AP-AS1 METRN METTL2B METTL7A MFHAS1 MGLL MICAL3 MIR622 MKRN7P MLF2 MRM2 MRPL3 MS4A6A MSH6 MYB MYO19 NAA50 NBEAL2 NCAPH NDST3 NDUFB3 NINL NME8 NOC4L NOX3 OTUB1 PCDHB11 PDIA6 PFAS PIMREG PLK4 POLD1 POLD2 POLE POLR3C PRKAR2B PRKDC PRRG3 PRSS50 PSMA4 PSMA6 PXMP2 RAB4A RAD23A RAD54L RARS1 REPIN1 RFC4 RGS2 RND1 RPS7 RUBCNL RUFY3 SCCPDH SCN4A SEMA3B SERP1 SERPINF2 SKP2 SLC25A3 SLC43A3 SMARCC1 SMCO4 SNRPA SORT1 SPC25 SRSF10 SSBP3 STK11 STMN1 TBC1D10B TBC1D5 TERT TFDP2 THOC5 TK1 TLR7 TMEM131L TNFRSF21 TOP2A TP53I3 TRAIP TREML2 TRIM2 TRMT5 TTF1 TUBG1 U2AF2 USP13 UVRAG VAC14 WIZ YBX1 YWHAE ZNF282 ZNF556 ZNF592 ZSWIM1 ZWILCH GSE17301_ACD3_ACD28_VS_ACD3_ACD28_AND_IFNA5_STIM_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17301_ACD3_ACD28_VS_ACD3_ACD28_AND_IFNA5_STIM_CD8_TCELL_DN ACYP2 ADAM9 ADISSP AHI1 ALDH2 ALOX5AP ANXA4 APOOL ARHGAP17 ATF5 B4GALT1 BAZ2B BHLHE40 BLNK BTN3A3 CAPG CASP4 CCDC25 CCR2 CD300A CD302 CD55 CD74 CD93 CDH1 CDK6 CDYL CHST12 CLIC3 CREB3L2 CSF2RB CTNND1 CTSB CTSC CTSH CTSS CYBB DACT1 DENND5A DHCR7 DHRS7 DNASE1L3 DPP4 DUSP7 EMD ENPP2 ERCC1 FAM98A FCER1G FCHSD2 FEZ2 FLOT1 FNDC3A FOSB FXYD2 FYCO1 GCLC GLB1 GLIPR1 GM2A GNPDA1 GPD1L GPM6B GPR183 GPX1 GRAMD1B GRN GTF3C2 GUCY1A1 GZMB HERPUD1 HHEX HIBCH HK2 HLA-DMA HLA-DMB HLA-DPA1 HLA-DPB1 HLA-DRA HLA-DRB1 IFI27 IFI44L IGF1R IGLL1 IL10RA IL3RA IQGAP2 IQSEC1 IRF7 IRF8 JAK2 JCHAIN KANK1 KCTD12 LAMP5 LILRA4 LILRB4 LITAF LY6H LY96 LYN MAN2B1 MAPKAPK2 MEF2C MFAP4 MICAL3 MILR1 MNDA MS4A4A MS4A6A MSRB1 MX1 MYO5A NAMPT NDST3 NLE1 NPC1 NPC2 OPN3 OSBPL1A P2RY14 PDIA5 PEA15 PLAC8 PLXNB2 PNMA8A POLB POLR1E PPP1R15A PRKAA1 PRKCD PTBP3 PTGDS PTRH2 PUS7 QDPR QRSL1 QTRT2 RABGAP1L RAP1GAP2 RGS19 RGS2 RIOX2 RNASE6 RNF130 RNF144A RPP40 RPS6KA1 RPS6KB1 RSU1 RUBCN RUBCNL SCYL2 SEL1L3 SEPTIN11 SERPINB1 SERPINF1 SERPING1 SH2B3 SH3BP4 SIDT1 SIK1 SLC25A15 SLC7A5 SPIB SPON2 SSR3 ST6GALNAC4 STAP1 STAT4 STX7 TAOK3 TARBP1 TCF4 TCL1A TFEC TGFBI THEMIS2 TLR1 TMEM184B TMEM268 TMEM8B TNFRSF17 TNFSF13 TPM2 TPP1 TRAF3IP2 TRIM44 TRIP6 TSPAN13 TST TYROBP UGCG USP18 UTRN WDR41 WIPF1 ZEB2 ZFAND3 ZNF667 GSE17301_ACD3_ACD28_VS_ACD3_ACD28_AND_IFNA5_STIM_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17301_ACD3_ACD28_VS_ACD3_ACD28_AND_IFNA5_STIM_CD8_TCELL_UP AAAS ABHD17B ACSBG1 ADISSP AEBP1 AHI1 AKAP3 AP1B1 APOLD1 ARID3A ASF1B ASPM ATAD5 ATP2A1 BEGAIN CACNB3 CBFA2T3 CC2D1A CCHCR1 CCNB2 CCNF CD1B CD1C CD1E CD4 CD93 CD99 CDC25A CDC42BPB CDCA3 CDK1 CDK6 CDKN2C CENPM CEP85 CEP97 CFL1 CHML CHRNA3 CIAO3 CIC CIT CLIC4 CLSPN CTNNAL1 DAPK1 DBF4B DCLRE1B DDX11 DEFA6 DEPDC1 DLGAP5 DND1 DNMT3B DNTT DOHH DRC3 ESPL1 ESRP2 ETV6 EXO1 FADS2 FANCA FASTK FOXM1 FXYD2 GALR1 GART GAS7 GBF1 GFI1 GNA15 GPR22 GSS GTF2H2B GTSE1 GUCY1A1 GUCY1B1 H2BC14 H4C1 H4C3 HADH HAUS5 HJURP HLA-DRB4 HMGB1 HMGB2 HMGB3P1 HMGN2 HMHB1 HOXA10 HSD17B6 HSPBP1 HYI INSR IQCC IRX5 ITGA7 KANSL3 KIF2C KIFC1 KPTN LCT LIMK2 LMAN1 LMF2 LRCH1 LRP1B LRRC20 LST1 MAGOH2P MAP1A MAP3K20 MAST2 MBNL3 MELK MICAL3 MKI67 MRPL28 MUC16 MXD3 MYBL2 MZB1 NCAPH2 NDST3 NEIL1 NID2 NMU NRGN NUSAP1 ORC6 OSBPL1A PC PCBP3 PCLAF PKMYT1 PLA2G2E PLAUR PLEKHA5 PLPP3 PLXND1 POLQ PPME1 PRRC2A PSTPIP2 PTCRA PTGDR2 PTGES2 PTPA QSER1 RAB32 RAC3 RAD54L RAG1 RECQL4 RHOT2 RNF141 RORC RRM2 RTL10 RUSC1 SAGE1 SAPCD1 SCARF1 SEPTIN8 SERHL2 SETBP1 SFTPA2 SH3GL3 SLC11A2 SLC1A4 SLC1A5 SLC25A10 SLC29A1 SNAPC4 SORD SPACA9 SPAG4 SPPL2B SQLE SREBF2 STK32B TERT TK1 TOMM40 TPX2 TRAIP TRIP13 TROAP TSPAN4 TUBA1B TYMS VIPR2 WDR62 XYLB ZEB2 ZNF208 ZW10 GSE17301_CTRL_VS_48H_ACD3_ACD28_IFNA2_STIM_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17301_CTRL_VS_48H_ACD3_ACD28_IFNA2_STIM_CD8_TCELL_DN AAAS ACSBG1 AEBP1 AKAP3 AKIP1 ANGPTL3 ANKRD36BP2 APOM ARL4A ASF1B ATAD5 ATP2A1 BRCA1 CAPN10 CC2D1A CCHCR1 CCNB2 CCNF CD1A CD1B CD1C CD1E CD72 CD8A CD8B CD99 CDC42EP3 CDCA3 CDK1 CDK5RAP2 CDKN2C CDR1 CENPM CEP164 CEP295 CEP85 CIAO3 CIC CIT CLDN5 CLIP2 CLSPN CNPY4 CPPED1 CR2 CTNNAL1 DAPK1 DBF4B DCLRE1B DENND3 DEPDC1 DND1 DNMT3B DNTT DOHH E2F1 E2F3 EFNB2 EMID1 EPN1 ETV7 EXO1 F2R FAAP24 FADS2 FASTK FGR FKBP4 FOXM1 FPGS FSTL1 FXYD2 GCAT GFI1 GLA GOLGA2P5 GPR19 GSS GTSE1 GUCY1B1 H1-5 H2AC15 H2BC14 H4C1 H4C3 HADH HAUS5 HDAC7 HJURP HMGB1 HMGB2 HMGB3P1 HMGN2 HOXA10 HOXA7 HSD17B6 HSPBP1 INSR IQCC ITGA7 KCNJ4 KDM5C KLHL23 KPTN LCT LIMK2 LMF2 LRRC61 LST1 MAGOH2P MAP1A MAP2K7 MAP3K20 MAST2 MBNL3 MELK MFGE8 MICAL3 MRPL28 MUC16 MVD MXD3 MYBL2 MZB1 NAA40 NCAPH2 NEFH NEIL1 NMU NUDT11 NUSAP1 ORAI2 ORC6 PCBP3 PCLAF PIGZ PIMREG PINLYP PIWIL1 PKMYT1 PLEKHA5 PLS1 POLG POLH PRRC2A PTDSS2 PTGDR2 PTGES2 PTK7 PTPA PTTG1 RAB32 RAC3 RAD54L RAG1 RASSF1 RECQL4 RHOT2 RNASEH2B RORC RRM2 RTEL1 RTL10 RUBCNL RUSC1 SCARB1 SEPTIN8 SETBP1 SFN SH3GL3 SLC1A4 SLC1A5 SLC25A10 SLC29A1 SPON2 SPPL2B SREBF2 STK11 STK32B TAF15 TERT TK1 TLE6 TNFAIP2 TNFRSF21 TOMM40 TP53I11 TRAIP TROAP TSPOAP1 TST TTLL3 TUT1 TYMS WDR62 XYLB ZNF337 ZNF500 ZNF646 ZW10 GSE17301_CTRL_VS_48H_ACD3_ACD28_IFNA2_STIM_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17301_CTRL_VS_48H_ACD3_ACD28_IFNA2_STIM_CD8_TCELL_UP ABHD11 ADK ADRB3 AFP AGPAT4 AIF1 AKR1B15 ALG9 ALPG ANAPC16 ANTXR1 ARHGDIA ARHGDIB ARMC1 ATP1A1 ATP6V1H BIRC3 BLVRB BST1 CAD CAV2 CCDC103 CD274 CDK5RAP3 CFP CHID1 CIB1 CLEC4A CLUH CMTM7 CNIH4 COL18A1 COX11 CPD CSF2RB CTSZ CXCL2 CYB5B CYSLTR1 DDX39A DIAPH2 DIS3 DLST DNAJA3 DNAJB11 DOCK7 DOHH DUSP1 DYNLL1 EBI3 EFHB EIF1AX EIF2B3 EIF3B EMC4 ENDOG EPB41L3 ERH ERLIN1 ERLIN2 F10 FAM20C FAM98B FASTKD3 FBL FDFT1 FUBP1 GADD45A GLB1 GMPPB GRB2 GRK5 GSDMD GTF3C5 HACD3 HAGHL HSD17B12 HSD17B7 HSPA1A HSPA9 HSPD1 HYPK IGF2R IKBKE IL13RA1 IL1RN INTS11 JPT2 JUNB KLF16 LAGE3 LAT2 LRRC59 LSM6 LTBR MAFF MALT1 MECR MED11 MIR22HG MLLT6 MMP19 MOGS MRPL11 NDUFS6 NFKBIA NFU1 NIF3L1 NRP2 NSUN7 NT5C3B NUDT2 NUP93 ODC1 OST4 P4HA2 PARL PC PCDH7 PEX16 PGS1 PHLDA1 PIK3R6 PITPNA PLEKHA8 PLEKHM3 PLPP5 POLR2D PPME1 PPP1R21 PPRC1 PRDX2 PRELID3B PROCR PSMB10 PSMB7 PSMC2 PSMC5 PTPN9 RAC2 RASSF4 RBPJ RCC1 RGS3 RNF14 RWDD1 S100A10 SAMSN1 SDHB SEC13 SEC22B SEPTIN11 SIGLEC7 SLC18A3 SLC25A10 SLC30A6 SLC35B1 SMS SMYD2 SNRNP35 SNX10 SPG7 SPRED2 SRSF1 SRXN1 STIP1 SUMO3 TAL2 TBC1D13 TGFBI TIMD4 TLR2 TMCC1 TMEM14C TMEM176A TMEM176B TMEM268 TNFSF9 TRDMT1 TREM1 TRIM13 TRMT2A TUBA1B TULP1 TXN2 TYSND1 U2AF1 UBE2F UGDH UST VARS1 VCL VPS28 WDR18 XPNPEP1 YJU2 ZNF593 ZNRD2 ZNRF4 ZSWIM7 GSE17301_CTRL_VS_48H_ACD3_ACD28_IFNA5_STIM_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17301_CTRL_VS_48H_ACD3_ACD28_IFNA5_STIM_CD8_TCELL_DN ABCD2 ABTB1 ACAA1 AKT1 AKTIP ALDH3A2 AP1B1 ARAP2 ARHGAP19 ARHGAP25 ARRDC3 ATG2A AURKA BBS10 BCL2L11 BCLAF3 C19orf12 C1orf21 CAPRIN2 CASP3 CBX5 CCNA2 CCNG2 CD93 CDCA3 CDK17 CDK19 CEBPG CENPI CENPN CENPV CEP44 CHAMP1 CKAP2L CLASP2 CLK1 CNNM2 CNPPD1 CNTN4 CRYBG3 CUL4B CYBC1 CYTIP DDB1 DENND5A DGKD DGKH DHX40 DKK2 DNMBP EIF2AK3 ESPL1 EXOC6B EZH2 FANCG FBXL8 FBXO5 FBXW4 FEM1C FNIP2 FRMD6 FUT11 GAB2 GAPVD1 GINS2 GKAP1 GOT1 GTF2IRD2 GYG1 HACD4 HEXA HGSNAT HIPK2 HJURP HLX IGF1R IL7R ILDR2 ING2 INPP4A IQGAP3 JAK1 KANSL2 KIF23 KLHL8 LAMC1 LMO2 LNX2 LPAR6 LRBA LTC4S MAFB MAN1C1 MAN2A1 MAPK3 MBD4 METRNL MFSD11 MFSD9 MIA2 MID1IP1 MIS18A MPHOSPH9 MTA3 NCAPD2 NCAPG2 NDNF NEDD4L NEK2 NFIL3 PAN2 PARS2 PBK PCK2 PCNA PCYOX1 PDE3B PDGFC PDSS2 PEAK1 PELI1 PHF1 PHF19 PHF3 PIP4K2C PITPNC1 PLEKHA1 PLXNA4 PLXNC1 PMS1 PMS2 POGK POLK POMT1 PPARD PRADC1 PRR5L PSIP1 PTOV1 PTPRA PURG RAB6B RAD51 RAMP1 RBL1 RCBTB2 RELL1 RNF150 RNF167 S1PR1 SAT1 SF3A1 SFT2D2 SH3GLB1 SLC25A27 SLC40A1 SMC1A SMYD3 SOCS6 SP4 SSX2IP ST3GAL2 STIL STMN1 STOM STX16 TAF5 TBC1D17 TCEAL9 TDP2 TGFBR2 TJP3 TLR7 TLR8 TMEM71 TMEM87B TMUB2 TNNI2 TPD52 TRIM25 TSGA10 TSPAN13 TUBA1B TUBB TXNIP TYMS UBE2H UBR7 UPB1 UVRAG VAV3 VPS18 VPS26C VSIG10 WDHD1 XKR5 ZFAND2A ZFYVE1 ZNF358 ZNF668 GSE17301_CTRL_VS_48H_ACD3_ACD28_IFNA5_STIM_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17301_CTRL_VS_48H_ACD3_ACD28_IFNA5_STIM_CD8_TCELL_UP ABCG2 ACD AKAP10 AKAP13 AKIRIN2 ALDH9A1 ANGPTL4 ANKRD12 ANKRD26 AP1S2 APH1B APOBEC1 APOE ARHGAP6 ARHGEF3 ARID1A ARL4C ASNSD1 ATP1A3 ATP5MC2 ATRX AURKA BLMH BOD1L1 C3AR1 C9orf78 CACFD1 CAMK1 CAMK1D CASP3 CCNB2 CCNG2 CCR5 CDCA2 CDK17 CDKN2C CDKN3 CDS2 CEBPG CENPA CEP55 CEP57L1 CEP97 CH25H CIP2A CKB CLK1 CNRIP1 CROT CTDSP2 CTSA CYP4F3 DHRS7 DOCK8 DYRK3 EIF3F ELOA ERN1 EVI2B EXOC4 EXOC6 FAM107B FAM174A FAM8A1 FBXO25 FCHO2 FEM1C FGD4 FNIP1 FOXO4 FYN GANC GAS6 GCNT1 GKAP1 GNPDA1 GPCPD1 GPR146 GPR155 GRINA HEATR5A HIGD1C ID2 IFTAP IL16 INSR ITM2C KBTBD2 KDM2B KIF22 KIF2C KIF9 KLHL24 KMO KMT2D LIN37 MAN2B1 MAPRE2 MARCHF7 MBD4 MECP2 MED31 MEF2A MEGF8 MFGE8 MFSD11 MIB2 MKNK2 MMD MOK MPP1 MTHFS MTMR3 MXI1 MYLIP NAGA NCOR2 NIPBL NKIRAS2 NMT1 OPHN1 OSBPL11 PCNT PDE7A PHF21A PIMREG PIP4K2A PKIG PLK1 PLXDC2 PLXNB3 POLR3GL PRXL2C PURA PURG RABGAP1L RAMAC RANBP9 RAPGEF6 RAPH1 RASA1 RASGEF1B RASSF5 REPS2 RERE RIN2 RIPOR1 RNF114 RNF167 RORA RPL7 RPS27 RSRP1 SAMD4A SASH1 SDF2 SEC62 SESN1 SFT2D2 SGMS1 SGSH SIRT2 SIRT7 SLC16A4 SLC66A2 SMAGP SMC4 SOCS7 SPOP STAMBP STX5 SURF1 TAB2 TAOK3 TBC1D12 TBXAS1 TCTN3 THBD TIAL1 TLE2 TMEM127 TMEM9 TNFRSF13B TNRC6B TOP1 TP53INP1 TPRG1L TTC17 TUT7 UBN1 UBQLN2 USP45 VEZF1 YPEL2 YPEL3 ZFAND4 ZFHX3 ZNF277 ZRANB3 ZZZ3 GSE17301_CTRL_VS_48H_ACD3_ACD28_STIM_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17301_CTRL_VS_48H_ACD3_ACD28_STIM_CD8_TCELL_DN ABCF3 ABTB3 ACOD1 ACP2 ADGRL2 AK4 AKR1B15 ALAS1 ANKRD13B ANXA1 AOAH ARCN1 ARHGDIB ARL6 BCAT2 BOLA3 BORCS7 C3 CA13 CA5B CAMK2D CAMKK2 CASP4 CAV1 CCDC103 CCDC115 CCL5 CD302 CD47 CD72 CD74 CFAP90 CHCHD2 CHSY3 CIB1 CLEC4A CLMP CMTM8 COL18A1 CPD CTSH CTSZ CXCL3 DIAPH2 DOCK7 DPH6 DYNLT2B EBI3 EDAR EHD1 EXOC3L4 FBRSL1 FDPS FGD3 FPR1 FPR2 FSHB FUS FYB1 GABRG3 GCM1 GDPD1 GLB1 GLRX GNA15 GPR18 GPR84 GSAP GSDMA GTPBP4 HCK HDAC1 HDDC2 HNMT HSPA1B ICAM1 IFNAR1 IFT57 IGSF6 IKBKE IL2RG IRAK3 ISCU ITGAM JUNB KCNAB1 KCNMA1 KCNN4 LARS2 LCP2 LIMD1 LYN MAP3K8 MARCKSL1 MARCO MCL1 MIF MLLT6 MMP12 MMP14 MOB1A MPZL2 MRPL52 MTMR14 MTX2 MVD MYD88 MYO10 N4BP1 NADK NCF4 NDUFAF1 NEK11 NFKB1 NFKBIA NFKBIE NFKBIZ NKRF NUDT7 NUPR1 PAK1 PDE2A PDE4B PDE4DIP PDLIM5 PFKFB3 PID1 PIK3R5 PILRA PILRB PIM2 PLA2G7 POLR2H POTEH POU2F2 PPP1R3A PRXL2B PSMA3 PSMA8 PSMD10 PTGER4 PTPN6 PTPRJ RAB1B RAB20 RAD23B RALGDS RAPGEF5 RASSF4 RBPJ RELB RILPL2 RNF121 RNF19B S100A4 S100A6 SDC1 SERPINB8 SLAMF9 SLC11A2 SLC16A10 SLC25A10 SLC31A2 SLC6A12 SLCO3A1 SMPDL3B SOD2 SPI1 SQLE SRSF3 ST18 STX11 SWAP70 SYN1 SYNPO TANK TFRC TGFB1 TLL1 TLR2 TMEM176A TMEM205 TMEM208 TNF TNFAIP1 TNFAIP2 TNFAIP3 TNFRSF11A TNFSF9 TNIP1 TOMM70 TRAPPC2 UBE2F VASP XYLT2 ZC3H12A ZC3H12C ZMIZ2 ZMYND15 ZNF385A GSE17301_CTRL_VS_48H_ACD3_ACD28_STIM_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17301_CTRL_VS_48H_ACD3_ACD28_STIM_CD8_TCELL_UP ABHD6 ACACA ACY1 ADGRE5 ADK AK1 ALDH18A1 ANKRD17 ANKRD6 ANTKMT ANXA11 APBB3 AQP3 ARHGEF4 ARHGEF7 ARID3B ATP11B ATP1A3 B4GALT3 BATF3 BCL6 BMAL1 C21orf62 CABIN1 CC2D1A CCDC28A CCDC69 CCL5 CD8B CDYL CLEC11A CLIC3 COL11A2 COQ2 CRYGD CYP4F3 DCHS1 DCXR DDX4 DPY19L1 DYSF ECI2 EEF2 EFEMP2 EGLN1 EIF4A2 ELOVL4 EPHA1 ERMP1 FAIM FBLN2 FKBP11 FNDC11 FSTL1 GALR2 GDI1 GSE1 GTDC1 GTF2A1 GYS1 H2AC15 HAAO HARS2 HINT1 HMGCR HNRNPA1 HOXD12 HPS6 HSD17B7 HSP90B1 IGFLR1 IGHM IKBKE IL7R IQGAP2 IRS1 ITGB7 ITM2C ITPK1 KIFAP3 KLRB1 KLRC3 KRT81 KRTAP2-4 LAT2 LBH LDLRAP1 LIME1 LIN37 LPCAT4 MAGED1 MAN1A1 MAN1C1 MAP6D1 MCCC2 MCF2L MED17 MED24 METRN MGAT4A MLLT11 MT4 MYBL1 MYC MYO15B NAA10 NAGLU NCALD NDUFA3 NEFH NHERF1 NIPAL3 NPEPPS OFD1 OSTF1 P4HTM PA2G4 PAM16 PCNT PCNX1 PCSK1N PCSK5 PDPN PGD PHB2 PHF1 PITX2 PLP2 PMS2P5 PPEF2 PPP1R14B PRDX6 PRF1 PRKAA2 PRL PROCR PRR7 PTPN22 PTPRCAP PVRIG PWP1 RABAC1 RABGAP1 RBM28 RETREG2 RNF216 RPL18 RPL21 RPL6 RPS7 RUNX3 S100B SCN5A SCPEP1 SEMA3E SENP6 SGSM3 SIPA1L1 SLC16A2 SLC41A3 SLC66A2 SNRK SOBP SORT1 SOX12 SPOCK2 SPON2 STAG3 TACC1 TARP TARS2 TBC1D1 TBC1D31 TDRD12 THOC5 THRA TMCO6 TMEM100 TMEM41B TP53 TPST2 TRAF5 TRAK1 TRIM21 TRPV2 TSPAN32 TSPOAP1 TUBB2A TWF2 ULK2 WDR19 WDR6 XPO6 YPEL1 ZFAND3 ZFTA ZKSCAN7 ZNF408 ZNF688 ZXDB GSE17301_CTRL_VS_48H_IFNA2_STIM_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17301_CTRL_VS_48H_IFNA2_STIM_CD8_TCELL_DN ABCA7 ABCC5 ACKR4 ACSBG1 ACTB ACTR1B ADCY8 ADRA1B AGER AKAP3 ANKRD36BP2 APBB1 AQP3 ARAP1 ARAP2 ARFGAP1 ARHGEF1 ARHGEF7 ARL4A ATG4B ATP1B4 BCL6 BMAL1 BNIP1 BRD9 C10orf88 CAPN10 CARMIL1 CASK CBFA2T2 CCHCR1 CD1C CD247 CD52 CD72 CD8A CD8B CDC42EP3 CDKN2C CDR1 CEP164 CEP85 CHMP7 CIC CLCN4 CNPY4 COQ6 CRYL1 CTC1 CXCL11 CYB5R1 DDAH1 DUSP8 ECE1 ENC1 ENTPD6 EPHB6 ESRP2 FABP4 FBLN5 FSD1 FSTL1 GABRB3 GAREM1 GDI1 GLA GLTP GMEB2 GPRASP1 GRAMD1C GSS GTSE1 H1-5 H2AC15 H2BC14 H2BC15 H4C1 HDAC7 HIVEP2 HKDC1 HOXB2 HSD17B6 IGLV4-60 IL1A IL32 ING4 INPP5K IRX5 ITIH4 ITM2A KCNA3 KDM4C KDM5C KIAA0753 KIF21B KLF12 KLF7 LMBR1L LMF2 LRCH4 MACF1 MAP6D1 MARCHF3 MAST4 MBTD1 MED25 MFGE8 MPPE1 MR1 MXD3 MYO9B NCAPH2 NDE1 NEIL1 NIBAN1 NMU NOS2 NPPC NSMF PACS1 PBXIP1 PCYT2 PHF1 PIK3C2B PLPPR2 PLS1 PLXDC1 PLXNB1 POGLUT1 POLH POR PRKCG PRR11 PRR14 PTGDR2 PTK2B PTPRK RAB32 RBM38 REEP4 RETREG1 RGL2 RHOT2 RIPK4 RORC RUSC1 S100A10 SAGE1 SATB1 SCN8A SETD1B SFI1 SH3GL3 SIPA1 SIT1 SKAP1 SLA SLAMF1 SLC16A2 SLC29A2 SLC36A1 SLC7A10 SOX30 SPATA2L SPOCK2 SPSB3 STIMATE STK32B STON1 SUGP1 SUN2 TAFAZZIN TBC1D17 TENM1 TESK1 THAP3 TINF2 TLL1 TRAC TRBC1 TRBV10-2 TRIB2 TSPAN4 UCN UNKL UPB1 USP20 VPS37A VPS37C XYLT2 ZFTRAF1 ZNF133 ZNF337 ZNF562 ZNF587 ZW10 GSE17301_CTRL_VS_48H_IFNA2_STIM_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17301_CTRL_VS_48H_IFNA2_STIM_CD8_TCELL_UP ABCC4 ACTR5 ACVR1 AFTPH AHCTF1 ANAPC10 ANTKMT APOBEC3G ARAP2 ARHGEF4 ASAH1 ASPSCR1 ASTE1 ATP8A1 B4GALT7 BFAR BIN2 BIRC3 BNIP3 CALCOCO1 CARMIL1 CCNT2 CD247 CD38 CD53 CDR2 CEP192 CFP CLCN3 COQ10B CSK CTC1 CYBC1 DENND4A DERL2 DGKZ DOP1A DUSP10 DUSP11 EBAG9 ELK4 EMC7 ENGASE ENTR1 EPHA4 ESYT1 EXT2 FABP7 FAM171A1 FAM89B FBXO21 FBXO46 FLT1 GOLGA7 GPR137B GPR18 GRAMD2B GRB10 GTDC1 GVINP1 HPGD HSD17B11 ICE1 IER2 IGF2BP3 IL27RA IL32 IL6ST IMPACT ING1 ITGAL JMJD1C JUNB KAT2B KDM6B KDSR KLHL36 KRAS LINS1 LPIN2 LRIF1 LSM14A LY75 MALT1 MAP6D1 MARCHF3 MBD1 MCF2L MCL1 MFN1 MFSD1 MINPP1 MKRN1 MLYCD MPPE1 MT1F NAA60 NDST2 NEU1 NFRKB NLRP1 OBI1 OSBPL8 P2RX5 PAPOLA PAPOLG PCBP4 PDE3B PDE9A PDP1 PDZD8 PFDN5 PHYH PIBF1 PIK3CB PIK3IP1 PIM2 PIP4K2C PJA1 PLAAT4 PLEC PLEKHO2 PPM1B PPP2R5A PPP2R5E PPP3CA PRMT2 PRRC2B PSMD5 PTPN4 PUM2 RAB29 RAB33A RAB3GAP1 RAB4B RAB7A RANBP9 RBBP5 RCHY1 RDH11 RPIA RPL13A RPS15A RSAD2 RWDD3 S100A10 S100B SCYL3 SEC22A SEC62 SIAH1 SLC12A7 SLC30A1 SLC39A14 SLC39A6 SMARCD3 SNX29P2 SPINK2 SPSB1 SPTLC1 STAG1 STAT6 TAX1BP1 TBL1X THUMPD1 TLL1 TM2D1 TM2D3 TM9SF3 TMBIM4 TMC6 TMEM131 TMEM14B TMEM185B TMEM43 TMEM50A TRAF3 TRIB1 TRIB2 TRIB3 TRIOBP TSPYL1 TVP23B UBE3B UBTF USP12 VAV3 VPS16 WAPL ZBTB18 ZC3HAV1 ZDHHC18 ZFAND3 ZFYVE16 ZMYND8 ZNF14 ZNF200 ZNF24 ZNF274 ZNF292 GSE17301_IFNA2_VS_IFNA2_AND_ACD3_ACD28_STIM_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17301_IFNA2_VS_IFNA2_AND_ACD3_ACD28_STIM_CD8_TCELL_DN ADAM23 ADARB1 ADCY10 ADD3 ADGRL2 ADI1 ADPRM ALLC ANKRD55 APOO ARF6 ATP2B4 BIRC3 CA2 CA7 CACNB3 CALM3 CBFA2T3 CD83 CDCP1 CENPI CENPU CHRM5 CHST7 CLCA3P CLDN1 CLPB CNNM2 CNTNAP3B CREG1 CRIP1 CSTB CYB561 CYP1B1 DAO DDR2 DEFA6 DHX15 DIRAS2 DNAH6 DPYD ECHDC2 EFNA3 EID1 EIF4G3 ELK3 EPB41L3 EPHA2 EPS8L1 ERLIN1 ESPL1 EXD2 FAM174B FAM224A FBXL2 FBXO34 FDXR FGGY FHIT FKBP10 FLNB FYB1 GAL3ST4 GAPDH GCK GFRA1 GINS2 GLS2 GNA14 GNA15 GNAI1 GPA33 GPHN GPR183 GRB10 GRK5 GRM3 GRSF1 HERC5 HES1 HPGD HTR2B ICA1 IER3 IFT52 IL15RA IL1R2 IL21 IL36G IL4R IL6R INSL6 ITM2A JADE3 JHY KANK1 KBTBD11 KIF3C KLF3-AS1 LGALS9 LGR5 LRRC75B LY86 MAGEH1 MAP4K4 MCC ME3 MINDY1 MLEC MMP9 MPP1 MSRA MSRB2 MXI1 NCF4 NDST3 NEK3 NEK7 NET1 NFATC1 NFKBIA NFRKB NPL NTRK2 NXT2 OAS1 OPN1SW PBK PDE8B PFKL PGAP3 PLCL1 PLEK2 PLIN2 PLK3 PLSCR1 PRKCA PRKN PSORS1C2 PTGIR PTGS2 PTPRM QPCT RAB14 RAB32 RAPGEFL1 RASA1 RBMS3 RCBTB2 REEP1 RIMBP2 RIN3 RNASE6 RPL7 RSAD2 RYR1 S100A11 SCP2 SEC24D SEMA3C SERPINE2 SLC19A2 SLC20A2 SLC31A1 SMAD3 SMCO4 SNX1 SOCS2 SOX2 SP110 SPATS2L SPRY4 SRGAP3 STAT5A STAU1 STK32B STK39 TIMELESS TIMP4 TMOD2 TNFRSF4 TNFSF10 TNFSF11 TPD52 TPM2 TRAT1 TRAV8-3 TREM1 TRIB1 TUB TUBA1B TUFT1 USP15 VCL WIF1 YES1 ZNF195 ZNF215 ZNF821 GSE17301_IFNA2_VS_IFNA2_AND_ACD3_ACD28_STIM_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17301_IFNA2_VS_IFNA2_AND_ACD3_ACD28_STIM_CD8_TCELL_UP ABCC4 ACAA1 ACVR1 AP1AR APPBP2 ARAP1 ARHGAP12 ARHGAP17 ARL2BP ARMCX2 ATF7IP2 ATXN1 AVL9 BAG4 BAK1 BNIP3 BTN3A1 BTN3A3 C10orf88 C1orf50 C1orf56 C21orf91 CASP4 CCDC25 CCDC88C CCL5 CCPG1 CD55 CDH1 CFP CLIC3 CLIP1 COQ10B CPD CREBBP CTBS CUL2 CYTH1 DACT1 DDX60 DENND4A DIAPH1 DIPK1A DOP1A EDEM2 EMP3 ENPP2 ENTR1 ETHE1 EXT2 FBLN2 FBXL4 FBXL5 FHIP2B FKTN FUT8 FYCO1 GAPVD1 GIMAP4 GIN1 GNPDA1 GNS GOLGA4 GPRASP1 GTDC1 GZMK HEATR3 HGSNAT HIVEP1 HMOX2 HOXB2 IFIT1 INTS6 IPCEF1 KDM7A KDSR KIF21B KLHDC4 KLHL2 KLHL21 KLHL36 KLRC3 LIPT1 LITAF LPIN1 LRBA MAGT1 MAST3 MGAT4A MKRN2 MLX MLYCD MSANTD2 MT2A MTERF4 MTUS1 NAA60 NCF1C NELL2 NPAT NT5E OGG1 OPTN OSBP OTUD4 P4HTM PAPOLG PASK PCCA PCK2 PCTP PCYOX1L PDE3B PDIA5 PIK3C2A PITPNC1 PLAG1 PLCL2 PLXDC1 POLG2 PRCP PTPN4 PUS3 QRSL1 QTRT2 RAB22A RAB33A RAB3GAP1 RAB5B RALGAPA1 RIGI RIOX2 RIPOR2 RNF144A RNF44 ROBO1 RPS6KA1 RSU1 RUBCN S100A10 S1PR1 SEC31B SEPTIN11 SERINC5 SERPINI1 SGMS1 SIPA1 SLC18A2 SLC25A15 SLC30A1 SLC7A6 SLFN12 SMAD7 SMARCD3 SOAT1 SOX12 SPINK2 SRF ST3GAL5 STAT4 SUN2 SYNJ1 SYNJ2BP TAOK3 TBC1D2B TCF20 TES TMEM183A TMEM268 TMPRSS3 TPST2 TRAK2 TRAM2 TRIM32 TTC17 TTN TXK UBL3 URGCP USP18 VAMP4 VAMP5 VWA8 WIPF1 XPC XYLT2 ZC3HAV1 ZCCHC2 ZFAND3 ZFYVE16 ZNF189 ZNF200 ZNF217 ZNF274 ZNF304 ZNF329 ZNF354A ZNF493 ZNF623 ZSCAN16 GSE17301_IFNA2_VS_IFNA5_STIM_ACD3_ACD28_ACT_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17301_IFNA2_VS_IFNA5_STIM_ACD3_ACD28_ACT_CD8_TCELL_DN ABI3BP ADISSP AEBP1 AHSA1 AKR1C1 ANP32A ARHGAP5 ARHGAP6 ATAD5 ATP2A1 ATP5F1D B4GALT6 BAG2 BEGAIN BRIP1 BSPRY BTG3 C1orf112 CBFA2T3 CCL17 CCNA2 CCNO CCR8 CD33 CD99 CDCA3 CDX2 CHAF1B CIT CKS1B CKS2 CLCA2 CLCN5 CLDN16 CLIC4 CLUH CNTNAP1 CTNND1 CYBRD1 CYC1 DAB2 DCLRE1B DDR1-DT DDX11 DNTT DSN1 EDNRA EGLN3 EIF2B3 EIF4E ENO1 ERN1 ETV5 FADS1 FAM53B FGGY FMO2 FOLH1 GALNT14 GALNT2 GINS3 GINS4 GLO1 GLRX2 GLUD1 GLUD2 GMNN GRIN2C GSTZ1 GTF2A1 H1-0 H2AZ1 H4C1 HCFC1 HIRIP3 HLA-DRA HMGB3P1 HOXB9 HOXC8 HSD17B6 HSPA6 HSPB8 HTR1F HUS1 IFRD2 IL7 IMPA2 IMPG1 INTS14 KDM1A KIF14 KLHDC3 KLHL11 KMO KPNA2 LDHC MC4R MCHR1 MCM3 MCM7 MDFIC MED20 MEF2C MIR622 MLF2 MORF4L2 MRE11 MRPL4 MSRB2 MTCH2 MTHFD1 NAA50 NDC80 NDST1 NDUFB3 NELFE NME4 NOC4L NOL7 NSDHL NTRK2 PALLD PCDHB12 PIEZO1 PLAUR POLA1 POLD1 POLD2 POLQ PRKDC PSMA6 PSMB2 PSMD8 PTGES3 PTPRM PURG PXMP2 RAC1 RAG2 RAN RCAN1 REPIN1 RFC3 RFC4 RHOBTB3 RHPN1-AS1 RPL6 RTL10 RUBCNL RUFY3 S100A11 SEC13 SEMG2 SERP1 SERPING1 SETBP1 SHCBP1 SHQ1 SKA1 SKP2 SLC43A3 SLC6A6 SLPI SMOX SMS SNHG17 SNRNP25 SNRPA1 SNRPF SOD2 SPPL2B STC1 STK32B TAF4B TCEAL9 TEX13A TFDP2 TFPI TNFRSF10B TNFRSF21 TNFSF9 TOP2A TPGS2 TRAIP TRIM28 TRIO TTK TYROBP UBE2J1 VAC14 VAT1 WEE1 WNT2 WWOX YBX1 YWHAQ ZNF195 ZNF629 ZNF787 ZSWIM1 GSE17301_IFNA2_VS_IFNA5_STIM_ACD3_ACD28_ACT_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17301_IFNA2_VS_IFNA5_STIM_ACD3_ACD28_ACT_CD8_TCELL_UP ABR ACTN1 ACTR3 ACVR1B ADAM23 ADPGK AFTPH AGRN AGTPBP1 AHCTF1 AIP APMAP ARFRP1 ARID5B ARL6IP5 ARPC5 ATP8A1 BACH2 BAG4 BIN1 BMAL1 BTN2A1 C21orf91 CACNA2D2 CAMK4 CARMIL1 CAST CCNT2 CCR7 CCR9 CD247 CDK11A CDS2 CLDN1 CNOT8 COQ2 COX4I1 CREBL2 CRISPLD2 CRYL1 CSK CTR9 DDIT3 DDX60 DENND4A EGR1 EHBP1L1 EMC3 ENGASE EPHA1 ESS2 ETHE1 ETNK1 EXOC2 FAM174B FAM89B FBXO11 FBXO21 FBXO34 FBXO38 FCGRT FIG4 FLT3LG FOXJ2 FRAT1 GCH1 GPR18 GPRASP1 GSPT2 GVINP1 HCLS1 HECA HERC1 HIVEP1 HMCES HOMER1 HSD17B12 HSPA1L ICA1 IER2 IER3 IFITM2 IFNA6 IGF2BP3 IL32 IL4R IL6ST IMPACT IRF2 IRF3 JMJD1C JUNB KIF3C KRT18 LPIN2 LRIF1 LTA MACO1 MAP3K4 MARCHF3 MAST4 MCL1 MFN1 MFSD1 MOAP1 MPPE1 MSN MTCP1 MYOM2 N4BP2L1 N6AMT1 NBR1 NDE1 NDRG3 NDST2 NIBAN1 NINJ1 NLRP1 NOSIP NR4A2 OSMR P2RY10 PASK PCID2 PDCD4 PIBF1 PIK3IP1 PIM2 PIP4K2C PITPNM1 PLEKHA1 PLXDC1 PNN POR PPP1R2 PRRC2B PRRC2C PRSS16 RAB29 RAB3GAP1 RABEPK RAP2C RASA1 RASGRP2 RCHY1 RERE RGS10 RNF31 RREB1 RUNX1 RWDD3 SAMSN1 SAP30L-AS1 SCYL3 SEC62 SLC31A1 SLC35A5 SMIM27 SOS2 SP100 SPOCK2 SPON1 SPRY2 SPRY4 SQOR SRGAP3 STAT5B SUN2 TBC1D15 TBL1X TCF25 TLE2 TMEM14A TMEM43 TMEM50A TMEM9B TNFRSF25 TNIP1 TOM1L1 TPK1 TRAF3IP3 TRIB2 TRIP11 TRMO TXNDC15 UBASH3A WAPL WDR37 WNT10B WWC3 ZBTB18 ZCCHC4 ZFYVE16 ZNF215 ZNF234 ZNF274 ZNF562 ZSWIM8 GSE17322_CD103_POS_VS_CD11B_HIGH_LUNG_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17322_CD103_POS_VS_CD11B_HIGH_LUNG_DC_DN ABHD8 AFG3L2 AIFM1 AKT1S1 ALKBH7 ARHGAP22 ARL2BP ARMC6 ARPP19 ATP5F1A ATP5PB ATP5PF BBS1 BCL9L BCO2 BRD7 BTF3 C10orf67 C15orf48 C17orf75 C19orf53 C6orf136 CAMP CARS2 CCDC51 CCDC88C CCT7 CDK5RAP1 CEP76 CHCHD10 COG2 COPS8 COQ3 COQ4 COQ5 COQ9 COX10 CPXM1 CUTC DDX21 DENND5A DHPS DMAP1 DNAAF5 DNAJC11 EIF2B3 EIF2D EIF3D EIF3K ELAVL1 EPRS1 ERI1 ERLIN1 EXTL3 FAF1 FAIM2 FAM120C FAM162A FAM234A FAM86B1 FASTKD1 FBP1 FCHO1 FKBP15 G0S2 GART GATB GLRX5 GOLGA7 GPR84 GTF3A GTF3C4 HDHD5 HIRIP3 HK2 HNRNPC IFRD2 IL23A INTS15 INTS6L IRAK1 ITGB8 KAT2A KAT6B KIAA0586 KIF11 KLHL5 KLRB1 LDHB LGALS9 LIAS LMTK2 LPGAT1 LTA4H LYRM4 MAEA MAP3K11 MAPKAPK2 MDH2 MGA MIF MIR3945HG MIR646HG MPRIP MRPL12 MRPL35 MRPS12 MRPS21 MRPS24 MRPS33 MRPS7 MTLN MYO9B NDC1 NDUFB3 NDUFB5 NDUFV1 NECAB3 NEK9 NFKBIA NOD2 NUDT4 PARL PARP10 PHB1 PHF10 PLOD2 POLD1 POLL POLR1D POLR3B POLR3E PPARGC1B PPP4R3B PRKAA1 RAB28 RAB38 RANBP10 RNF40 RNF5 RPL32 RPL38 RPS15 RRS1 RSAD1 SAMM50 SARDH SDHB SEMA4B SERPINB6 SFXN4 SH2B1 SLC25A12 SLC25A3 SLC31A1 SLC35A4 SLC4A7 SPATA16 SRSF8 ST3GAL1 ST6GAL1 STEAP3 SUV39H1 TAF1D TARBP2 TARS1 TBC1D1 TBRG4 TDRD10 TECPR1 THBD THEM6 THEMIS2 TMC6 TMCO6 TMEM201 TMEM268 TMEM79 TOMM70 TPCN1 TPI1 TPM1 TRIM56 TRMT10C TSPAN3 TUFM TWNK UBE3C UQCC1 UQCR10 VAMP5 WDR13 WDR7 WDR83OS XPOT ZBTB7A ZNF146 ZNF438 ZNF768 GSE17322_CD103_POS_VS_CD11B_HIGH_LUNG_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17322_CD103_POS_VS_CD11B_HIGH_LUNG_DC_UP ACP5 AHNAK AKT1 AP3S1 ARHGAP45 ARPC1B ATP1B1 BCL7C BCOR BLVRB BTBD6 C12orf4 C1QB C2orf80 CALM1 CALM2 CALM3 CALR CAPZB CASKIN1 CCDC107 CCNYL1 CD200R1 CD209 CIBAR1 CLEC4F CLOCK CMTM6 CRACDL CSF2RB CTNNA1 CTSH CYB5R1 CYB5R3 CYBA CYTH2 DAPK1 DAZAP2 DEGS1 DHTKD1 DNAAF9 DOCK10 DSTN DUSP16 EEIG2 EIF4E2 ENSG00000284691 ENTPD4 EXO5 EXOC8 FAM177A1 FCER1A FCER2 FGD2 FLVCR2 FRG1BP FRYL GALNT1 GGT5 GLIS2 GLMP GSTT1 H4C3 HLA-DPA1 HLX HPCAL1 HSPA13 HSPB1 HSPBAP1 ID2 IDH2 IER3 IKBIP IL1RAP KCNK6 KDM3A KIFBP KIFC2 KLHL22 KMT2E LATS2 LGALS3 LIMS1 LIPA LRCH3 LRRC8C LSP1 LTB MAGT1 MANF MAPK1IP1L MGAT4A MICAL1 MPG MTMR12 MYL6 NAGK NCAPH NFKBIE NPC2 NRBP2 NTAN1 PDIA3 PDIA6 PDLIM2 PGAP2 PHTF2 PIP4K2A PLA2G7 PLEC PLEKHG5 PLPP3 PPDPF PPP1R16A PPP6R2 PRMT2 PRR13 PTBP3 PTPRA PWWP2A RAB13 RAB5A RAB7A RAD51AP1 RARS2 RBPJ RBX1 REEP5 RFC2 RGL2 RGS12 RGS19 RGS2 RIMS3 RNASE6 RNF24 RPN1 RYBP SAE1 SDF2L1 SEC24B-AS1 SELENOH SGO2 SLAMF8 SLC25A24 SLC35B2 SLC39A13 SLC46A2 SMIM14 SNAI3 SNX8 SOCS6 SPCS3 SPIN4 SSR1 STARD4 STRADA SUMO3 SYNGR2 TAPT1 TAX1BP3 TET2 TGFBR2 TLR10 TMED10 TMED5 TMEM19 TNNI2 TRIM36 TSC22D4 TVP23A TXN TYROBP UBE2L3 UFC1 UTRN WDR5B YWHAH ZBTB24 ZBTB33 ZFAND6 ZFP36L1 ZFYVE21 ZMYM3 ZMYM6 ZNF267 ZNF29P ZNF567 ZNF627 ZNF710 ZNF765 ZNF766 ZNF77 ZNF846 ZWILCH ZYX GSE1740_MCSF_VS_MCSF_AND_IFNG_DAY2_DERIVED_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1740_MCSF_VS_MCSF_AND_IFNG_DAY2_DERIVED_MACROPHAGE_DN AASDH ABL1 ACAD8 ADIPOR1 AGO3 AKAP11 ALKBH5 ANP32B ASAH1 ASB1 ATG2B ATP5F1C BCL2L12 BPNT1 C2CD2 C6orf120 C6orf62 CALML4 CAMTA1 CCDC14 CCDC186 CCDC88A CCNH CD81 CDC23 CDC40 CDKN2AIP CEP170 CEP192 CEPT1 CERS2 CERT1 CHD7 CHML CHPF2 CHST7 CIRBP CLSTN1 CNOT6L COMMD3 CPQ CSNK1E CYBB CYP27A1 DCAF11 DENND11 DENND2D DESI2 DHX33 DNAAF2 DNAJB14 DOCK5 DPY30 DTX4 ECI2 EML4 EPRS1 ETFRF1 FAF2 FAM221A FAM76B FBXO9 FH FYN G2E3 GALNT1 GAS2L3 GLCE GNG12 GOLM2 GRK3 H2AZ2 HAUS1 HDAC2 HOMER3 HOXB2 HSD17B4 HUS1 INTS6 ITPRID2 JTB KIDINS220 KLHL15 KLHL9 KMO LPCAT1 LPP LYPLAL1 MALSU1 MAPK1 MCEMP1 MED30 MEGF9 MEX3C MKRN1 MMGT1 MMP7 MPHOSPH6 MPHOSPH8 MSL2 MYC MZT1 NAT1 NCOR1 NDUFA8 NDUFS1 NEDD4L NFIC NFU1 NFYB NLRC4 NR1D2 NSD3 NUP133 PABIR2 PBX3 PDE8A PDK1 PGAP6 PINK1 PIP4P2 PLPP3 PPP3CA PRKACA PRPS1 PTGER2 RAB4A RAB8B RAD23B RANBP6 RAP2A RDH11 RGP1 RIOK2 RNPC3 RPUSD3 RRAGA RUNX1 RWDD4 S100P S1PR3 SARAF SEMA3C SEPTIN7 SERINC3 SERINC5 SETD1B SLAIN2 SLC19A2 SLC27A4 SLC35D1 SLC49A4 SNX1 SNX30 SPATA5L1 SPDL1 SPOPL SRRM1 STMP1 SULT1A1 SURF1 TAOK3 TAPT1 TCF7L2 TGS1 THBS1 TMCO3 TMEM147 TMEM14C TMEM170B TMEM52B TNRC6B TPST1 TRAK2 TRAPPC8 TSG101 TUBG1 TULP4 UBAC2 UBR5 USP28 USP9X VPS26B WBP1L WDR37 WFDC21P WNK1 ZBED1 ZBED5 ZBTB20 ZFP36L1 ZMYND11 ZNF148 ZNF217 ZNF470 ZNF652 ZNF776 ZNF782 ZZEF1 GSE1740_MCSF_VS_MCSF_AND_IFNG_DAY2_DERIVED_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1740_MCSF_VS_MCSF_AND_IFNG_DAY2_DERIVED_MACROPHAGE_UP ACO2 AK8 APCDD1L-DT APOBEC3D APOF APOL1 APOL6 ARHGDIA ARHGEF26-AS1 ARHGEF28 ASB14 ATG9B B2M BAK1 BNC1 BTN3A1 BTN3A2 CALCOCO2 CALHM6 CALR3 CAMK1G CCDC137 CD3E CD99L2 CDH3 CDK2AP2 CDKL1 CFAP418 CHST3 CREM CXorf58 CZIB DESI1 DNPEP DYNC1H1 EGFR ELF4 ENAH ENSG00000230725 ERAP2 EVA1A FABP6 FAM83D FBXO6 FGFR2 FHL2 FNDC5 FUT1 GANC GARS1-DT GBP1 GBP2 GBP4 GBP5 GIMAP8 GLDC GPX2 GREM2 GSDMD GTF2A1L HCAR3 HELLS HFM1 HHLA2 HHLA3 HINT1 HLA-DMB HLA-DOB HLA-DPB1 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB6 IGF2BP3 IL12RB1 INTU IQCH IRF1 KCNK6 KIR2DS3 KLHL10 KLLN KRTAP4-12 LAMA3 LINC00205 LINC00320 LINC00842 LINC00870 LINC01120 LINC02223 LRATD1 LRRC4C LUZP2 MACROH2A2 MAGEB2 MAPK11 MAPT-AS1 MDGA1 MINAR1 MMP25 MOV10L1 MR1 MRGPRX1 MUC19 MVD NAA11 NAPEPLD NEK2-DT NLRC3 NLRC5 NMUR2 NPHS2 NXPH1 OPN5 OR2M4 OR5V1 OR8D2 PARP14 PATL2 PCDH17 PDE10A PERP PLAAT4 PLD5 PLEKHO1 PLS1 POLA2 POLB PSMA3 PSMB10 PSMB8 PSMB9 PSME2 PSMF1 PTGDR RAB30 RGMB RIMS1 RNF149 RNF24 RSAD2 RXRG SCO2 SECTM1 SIGLEC6 SIPA1L1 SLC35G1 SLPI SMARCD1 SNCAIP SP140L SPAG11A ST6GALNAC1 ST7 ST7-AS1 STAT1 STAT2 STOML3 STX19 STYK1 SV2C SYPL2 TAP1 TAP2 TDRD1 TECRL TEX26 TEX36 THUMPD2 TLL1 TMEM207 TMEM229B TNF TOX3 TRAFD1 TRIB2 TRIM21 TRIM26 TRIM69 TRPM1 TUBA4B UBE2L6 UGT8 UPB1 VN1R3 VWDE WARS1 WDR76 ZBTB43 ZBTB7C-AS2 ZNF239 ZNF276 ZNF280A ZNF836 ZNFX1 GSE1740_MCSF_VS_MCSF_AND_IFNG_DAY2_DERIVED_MACROPHAGE_WITH_IFNA_STIM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1740_MCSF_VS_MCSF_AND_IFNG_DAY2_DERIVED_MACROPHAGE_WITH_IFNA_STIM_DN ABCA9 ACTL6B AFF2 AFP ALAD ALOXE3 AMDHD1 ANKFN1 ANKMY2 ANO3 AOPEP APOA1 AQP10 ATF7IP2 ATP1A1-AS1 BDH2 BDNF-AS BEAN1 BNC1 BNIPL CADM2 CCDC162P CCDC171 CCER1 CD207 CECR2 CENPO CEP290 CFAP418 CLDN8 CLLU1 CNNM2 COL11A1 CPNE7 CSF2 CXCL2 DDX51 DENND2C DEUP1 DNAJC9-AS1 DPYSL5 EFCAB6 ENSG00000230725 EPHA5 EPHA7 EPYC ERI1 ERLEC1P1 ESRG FAAP20 FABP6 FAM238B FAM89A FANCG FCGR2B FGL1 FIG4 FREY1 FRMPD3 FSIP2 GANC GNPDA2 GPC5 GPLD1 GRP GZF1 HHIPL1 HMCN1 HOOK1 IGFBP3 IL1B INA INSYN2A KANK2 KCNE1 KCNG2 KERA KIAA1328 KIF11 KIF14 KIR3DL1 KRBOX1 LGSN LILRP2 LINC00307 LINC00648 LINC00842 LINC01019 LINC01996 LINC02877 LMX1A LRATD2 LRRC4C LRRC77P LYNX1 MAGEB2 MAMDC4 MAN1A2 MBLAC2 MCM4 MILR1 MIR4453HG MLX MORN3 MRFAP1 NDRG4 NLRC3 NMUR2 OLFML2B ONECUT1 OR2K2 OTULINL PCDHB19P PER3P1 PEX6 PLD4 PLD5 PLEKHN1 PLIN2 PLPBP PNLIPRP1 PNMA8B PNP POGLUT2 POLR1E PPP1R3C PRIM2 PSMB7 PSMC3IP PSRC1 PTGR2 PTH PTHLH PTPN13 RAB11FIP1 RANBP10 RBM46 RDH8 RETN RGMB RNF215 RUNDC3A SCGB2A2 SERINC3 SERPINI1 SETD4 SH3GLB1 SHISAL2A SLAIN2 SLC41A3 SLC6A14 SMC1B SPA17 SPRR2B SPRY4 SRPK3 ST7-AS1 STXBP5-AS1 TAF7L TAL1 TENM1 TEX26 TEX36 THEMIS TIGD4 TMEM170B TMEM232 TPM2 TSPAN6 TTC23L TTC38 TTTY12 UBE2NL UGT2B4 UNC5CL USP35 UTP25 WDR76 WDR77 XKR6 ZDHHC8BP ZFP28 ZMYND10 ZMYND12 ZNF184 ZNF195 ZNF512 ZNF536 ZNF555 ZNF577 ZPLD1 GSE1740_MCSF_VS_MCSF_AND_IFNG_DAY2_DERIVED_MACROPHAGE_WITH_IFNA_STIM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1740_MCSF_VS_MCSF_AND_IFNG_DAY2_DERIVED_MACROPHAGE_WITH_IFNA_STIM_UP ACACA ACAD8 ACAD9 ACOX1 ACSL3 ACVR2A ADI1 AKR1B1 ANKMY2 ANP32B APOO ARRDC4 ATP13A5 ATRAID AUP1 BLTP2 BMI1 BNIP3 BTBD6 BZW2 C2orf69 CAMK1D CBX1 CCL17 CCL26 CCSAP CCT7 CDC23 CDC40 CDK5 CERK CH25H CHCHD10 CHCHD7 CHD1 CHD2 CHST7 CMSS1 CNOT6L COMMD1 COMMD3 CPQ CRIM1 CRNKL1 CSE1L CUTC DCAF7 DDX17 DDX18 DENND4C DHCR24 DHX29 DNAAF5 DTX4 ECH1 EEF2K EEPD1 EIF3J-DT EMB EML4 EPHX1 ERCC3 ETFB ETV6 FABP4 FADS2 FBXL17 FBXO42 FBXO9 FCER2 FCGRT FH FIG4 FLVCR2 FN3KRP GAB3 GALNT1 GAS2L3 GMPR2 GPX1 GRK3 GSTP1 H2AZ2 HAUS1 HDGF HMGB1 HSD17B4 IDH1 IFNAR2 IMPDH1 KCNE1 KCNK6 KDM2B KLHL9 KYNU MAF MAN2B2 MAOA MAPK1 MAPKAPK5 MCCC1 MCM9 MEN1 METTL23 MIS18BP1 MKKS MKRN1 MLST8 MRPL13 MRPL36 MRPS7 MRRF MRTFB MS4A4A NDUFA8 NDUFC2 NFXL1 NLRC4 NPIPA1 NUDCD2 NUDT16L2P NUP155 NUP85 NUP93 NUTF2 OLFML2B OTUD6B OXLD1 PAIP2 PALLD PARP1 PAXBP1 PCM1 PELI2 PHF10 PIGC PIGH PIK3CD PKD2 PLIN2 PLOD1 PPCS PPP1R7 PRKCI PRKDC PRMT1 PRPS1 PTGER2 PWWP2A RAB4A RAP1GDS1 RB1CC1 REEP5 RIOK2 RNF20 RNFT1 RPA1 RSAD1 RYK SAYSD1 SCD SDF4 SHPRH SIGLEC17P SLC25A36 SLC6A6 SNX1 SOCS6 SPATA5L1 SPINT2 STMP1 SUCLA2 SUOX SYNJ1 TAPT1 TKT TMEM14C TMEM53 TRMT61B TSN TTC9C TYW3 UBE2I UMPS UTP18 VPS26B WBP11 WRNIP1 ZC3H14 ZCCHC14 ZCCHC9 ZDHHC3 ZFP36L1 ZNF131 ZNF518B ZNF559 ZNF585A ZNF664 ZNF700 ZZEF1 GSE1740_UNSTIM_VS_IFNA_STIMULATED_MCSF_DERIVED_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1740_UNSTIM_VS_IFNA_STIMULATED_MCSF_DERIVED_MACROPHAGE_DN ADCY5 ADM AMN1 APOL1 APOL6 ARHGAP15 ARTN BCL2A1 BCL7B BDNF-AS BFSP2-AS1 BNIPL BRDT BTN3A1 BTN3A2 C12orf42 C21orf91 CALHM6 CARD6 CASP1 CASP4LP CCDC180 CCL20 CD74 CDC42EP3 CENPJ CEP290 CFAP161 CFAP46 CREM CSF2 CST13P CXCL2 DDX60L DECR1 DNAJA1 DNAJB11 DPH3 DUSP5 DYNC1H1 DYNLT1 EAF1 EIF1 EIF2B2 EIF2S2 ENSG00000230725 EPSTI1 EPYC ERAP2 EREG ERO1A F2R FAM161A FBXO6 GBP1 GBP4 GBP5 GIMAP8 GLS GNPDA2 GPR174 HCAR3 HELZ2 HINT1 HLA-A HLA-B HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB6 HLA-E HRK HSPA4L IFRD1 IGF2BP3 IL12RB1 IL1B INHBA IQCH IQGAP2 IRAK1 IRF1 IRF7 KCNJ6 KCNK5 KHNYN KL KLHL10 KRBOX1 LCN12 LGALS3BP LINC00205 LINC00639 LINC00842 LINC00851 LINC02297 LRRC4C LRRC77P LYNX1 MAP4K5 MDGA1 MFAP5 MFSD2A MMADHC MR1 MTHFD2L MYCL MYDGF MYO1E MYOF MYT1 NDUFA10 NECTIN3 NFE4 NLRC3 NLRC5 NSUN2 NSUN3 NXT2 ORC6 PARP14 PAX8 PCDHB6 PLAAT4 PLAUR PLEKHN1 PLEKHO1 PNMA8B PNP POLB POMP PPP2R2A PPP3R2 PSMA2 PSMA3 PSMA5 PSMB8 PSMB9 PSME2 PTGS2 RAB18 RAB4B RALA RAPSN RBCK1 RGMB RGS17 RIMKLB RNF149 RSAD2 RTP4 RXRG SAMD9L SCARF1 SCML1 SECTM1 SERPINB2 SFXN2 SIPA1L1 SLC2A3 SLC39A11 SLC5A9 SP140L SS18L2 SSR3 STAP2 STARD4 STARD8 STAT1 STAT2 STING1 STX3 TAFA5 TAP1 TMCO2 TMEM207 TMEM39A TMEM87A TNF TNFRSF10A TRAV8-3 TRIM21 TSPYL1 UBE2L6 UPB1 USP15 VPS9D1 WARS1 ZBTB7C-AS2 ZNF276 GSE1740_UNSTIM_VS_IFNA_STIMULATED_MCSF_DERIVED_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1740_UNSTIM_VS_IFNA_STIMULATED_MCSF_DERIVED_MACROPHAGE_UP ABRA ACTR5 ADGRA3 ADGRF3 AMT ANKRD52 ANKRD54 ANXA10 AP1AR ARL5C ASPM ASPRV1 BMS1P1 BTRC C1orf220 C2orf69 C4orf47 C6orf141 CA14 CALCB CAPN3 CBLN1 CCDC96 CD3E CDH5 CDH9 CELF5 CENPL CEP57L1 CHPF2 CNBD1 COMMD1 CRYL1 CYP4A22 CYYR1 DCAF11 DCAF4L1 DEFB126 DMRTB1 DTYMK DYNC2I2 E2F7 EDA2R ENPP5 ENSG00000275465 ENSG00000291065 EPB42 ESAM EXOC6B FAM169BP FAM43B FBLN1 FBXO2 FBXO42 FSTL5 GABRA2 GABRB3 GASK1B GCDH GCHFR GCSIR GDF9 GET4 GPR150 GPR161 GPRASP3 GTF2H5 HDAC4 HMX2 HOXD13 HSF2BP HSF5 IDH3G IGFL1 IL20RB KAAG1 KATNAL2 KCNV1 KCTD7 KEAP1 KRT1 KRTAP19-1 KRTAP4-7 L3MBTL3 LINC00339 LINC00964 LINC01278 LINC01539 LINC03006 LMNA LOXL1-AS1 LRRC73 LYZL4 MAGEC2 MAP3K11 MCTP2 MKRN2 MROH8 MYOT NBAS NEK8 NEUROD2 NKAIN1 NOP56 NRG4 NRXN3 OPLAH OR10D3 OR51B6 OR6A2 P2RY11 PCDHB2 PCDHGB5 PCGF1 PCIF1 PDCL PGGT1B PHF20 PHRF1 PIP5K1B PLAAT3 PLAC4 PLEKHO1 PMS2P5 PNMA8A PPM1E PPRC1 PPY PRTFDC1 PTPRF PTPRK RAB4B RABGEF1P1 RANBP6 RBFA RBM24 RBM28 RHCE RPAP1 RPP14 RSPO2 SCYL1 SIM1 SIRT4 SLC26A4-AS1 SLC35F2 SLC35F3 SLC38A11 SLC46A3 SLC7A13 SORBS3 STAP1 STEAP2 SYCP2 TAF4B TCL1B TCP10L TMEM125 TMEM147 TMEM253 TMEM26 TTTY2 TUBGCP4 TULP4 ULBP2 VPS18 VPS9D1 XPA XXYLT1 ZBED1 ZDHHC12 ZNF197 ZNF225-AS1 ZNF253 ZNF324 ZNF467 ZNF665 ZNF669 ZNF705G ZNF76 ZNF766 ZNF804B ZNHIT6 ZNRF2P1 ZSWIM8 GSE1740_UNSTIM_VS_IFNA_STIMULATED_MCSF_IFNG_DERIVED_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1740_UNSTIM_VS_IFNA_STIMULATED_MCSF_IFNG_DERIVED_MACROPHAGE_DN ABL1 ACAD9 ADI1 AGO1 AIFM1 AKR1B1 ALKBH5 ALOX15 ANAPC15 ANKRD13D ANKRD18A APBB1IP APEX2 APOO AQR ASB1 ASMTL ATP13A3-DT B3GALNT2 BLTP2 BPNT1 BRAT1 BTBD6 BZW2 C17orf97 C2orf69 CARD9 CCDC96 CCL17 CCL22 CCL26 CCT7 CDK5 CELF5 CENPB CEP164 CERK CHPF2 CHST7 CISH CLEC16A CLTB CMTM8 COG2 COMMD1 COMMD3 CSK CTNNAL1 CUTC CYC1 CYSLTR1 DHX33 DNAAF2 DTX4 DYRK2 ECH1 EEIG1 EEPD1 EMB EMC8 EPAS1 EPOP FAM110B FAM89B FBXO42 FH FRRS1L FZD7 GAS2L3 GGA1 GGA3 GGTA1 GMIP GNPTG GRK3 GSTP1 GTF3C5 GUF1 HDHD5 HENMT1 HNRNPUL1 HSD11B1 HTT IDH3G IL17RA INO80E IRF4 JTB KCNK6 KCTD11 KCTD6 KISS1R LAGE3 LMNA LMNB2 MAF MAOA MAPKAPK5 MCM5 MCM9 MCRIP2 METTL1 METTL7A MGME1 MIB2 MKRN2 MPHOSPH8 MRPL34 MRPS7 MTCP1 MTRES1 MYOT MYT1L NCAPD3 NCAPG2 NDUFAF7 NFIC NFXL1 NOP56 NOTCH3 NPRL2 NSD3 NSMCE3 NUP85 OTUD6B PABIR2 PAGR1 PALLD PDCD6 PET117 PIK3CD PITPNM1 PLAGL1 POMGNT2 PPM1F PRADC1 PREPL PRPS1 RABEPK RAD1 RAP2A RASL10A REEP5 S100P SDF4 SERF2 SGSM3 SIGLEC17P SLC26A6 SLC35D1 SLC47A1 SMG1P1 SNRNP200 SNX17 SNX30 SORT1 SPATA5L1 SPINT2 SPTAN1 STK11 STRADA SURF1 TAPT1 TKT TM7SF3 TMEM121B TMEM147 TMEM14C TMEM176A TMEM52B TMEM71 TNFRSF18 TNFRSF4 TNRC6B TRAK1 TRAPPC12 TRIB2 TSPAN33 TTC9C TTLL12 TUBG1 UBAC2 UBTF UQCR10 USP21 USP28 VASH1 VKORC1L1 VPS26B XPA ZBED1 ZCCHC17 ZER1 ZFP36L1 ZNF334 ZNF765 ZZEF1 GSE1740_UNSTIM_VS_IFNA_STIMULATED_MCSF_IFNG_DERIVED_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1740_UNSTIM_VS_IFNA_STIMULATED_MCSF_IFNG_DERIVED_MACROPHAGE_UP ADCY2 ADCY4 AMN1 ANK3 ANKRD36C AP4S1 APOL2 ARHGEF17 ARHGEF5 BAK1 BANP BTN1A1 BTN2A3P BTN3A1 C15orf39 C19orf12 C6orf132 CALHM4 CARD16 CARD6 CAVIN3 CBLC CCDC32 CCN4 CCND2 CD3G CD74 CEP170B CEP57L1 CLCN7 CLDN4 CREB5 CRYM CTTNBP2 D2HGDH DDX60L DESI1 DHRS12 DIAPH1 DLGAP2-AS1 DTL DYNC1H1 EMP1 ENSG00000284837 ENTPD5 EQTN EREG EXOC3L4 FAM219A FAM230C FAM83G FANCA FAP FAT1 FGF14 FOXN3-AS2 FOXP2 GBP1 GIMAP6 GIMAP8 GRIN3A HASPIN HCAR3 HELZ2 HHAT HIVEP3 HLA-DOB HM13 HMGA2 HPSE2 ICOS ID3 IGFL1 IGHG1 IHH IL12RB1 IL36RN ITK JAM2 KARS1 KCNJ8 KCNMB1 KIF13A KLK13 KRT77 KRTAP4-3 KRTAP4-7 LAT2 LGMN LILRA2 LIMS2 LINC00623 LINC01013 LINC01521 LLCFC1 LPAR5 LYZL4 MARCO MDGA1 MGAM MOBP MS4A15 MTHFD2L MYDGF MYH3 MYL12A MYO1E NEBL NEUROD2 NGFR NLRC5 OGFOD3 OR3A2 OR5H1 PAX8 PCDHGB5 PCLAF PDLIM4 PDZK1 PEA15 PELO PHLDA2 PLAAT4 PLEKHO1 PNP POC1B PPCDC PPIF PTCHD4 PTP4A3 PTTG1 RAB27A RAB3IL1 RALA RBCK1 RC3H2 RCHY1 RFPL3 RGS22 RNF215 RNFT2 RTP4 RUNX3 SCARF1 SCPEP1 SDSL SECTM1 SERPINB8 SGCZ SH3BP5 SHC3 SIL1 SIPA1L1 SLAMF8 SLC12A7 SLC16A11 SLC22A15 SLC2A3 SND1 SOAT2 SSTR5 ST20 STARD8 STAT1 SUB1 SVOP SYNPO TCF7L2 TINF2 TJP1 TKFC TLNRD1 TLR6 TMED9 TMEM255B TNF TP53AIP1 TPMT TRIM21 TSPEAR-AS2 TUBA4B TXNDC11 UBXN4 UGT2B28 UGT2B4 UPB1 USP42 VN1R3 VSIG2 VWA8-AS1 ZNF208 ZNF385C ZNF804B ZNRF2P1 GSE17580_TREG_VS_TEFF_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17580_TREG_VS_TEFF_DN ABHD15 ABHD3 ACP5 ACTN1 ACTN2 ACVR1B ACVRL1 ADGRG3 AKR1B15 ANAPC5 ANGPTL7 ANKMY2 ANKRD13A ANO10 APOBR APP APPL2 ARID2 ARL2 ARL4C ATF5 ATG2B ATG4D ATP11B ATP1B1 ATP6V0B ATP6V1A AXIN1 BBS9 BLTP3B BRDT BTC CCDC106 CD34 CD47 CDC42SE1 CDCA4 CDH1 CDKN2D CHD7 CHP1 CHST1 CHURC1 CLEC10A CLPB COG8 COX6A2 CPNE1 CREB3L4 CSDE1 CSNK1E CTSD CXCR6 CYB5R4 DAP DCAF1 DENND2D DOCK5 DOCK7 DOP1B DYM EIF5B ELP3 EMB ENC1 EPAS1 ETV3 EVI2A FAM234B FASLG FBXL14 FCGRT FZD5 GAB3 GID4 GOLGA3 GRAP2 GSN GUCD1 HEATR1 HEXD HEXIM1 HLCS HMGCS1 HOXD12 HPCAL1 HSD11B1 HVCN1 IBTK ID2 IDH2 IFITM10 INTS7 KBTBD2 LAIR1 LAMTOR1 LBP LEF1 LONP2 LRRN1 LYST MANBA MAP4 ME2 MEIS1 MFN2 MLST8 MRPS5 MYCT1 MYO10 NAP1L4 NFE2L2 NPC1 NPHS2 NUDT3 NUP153 NUP50 NXN OTUB2 PDLIM1 PEA15 PEX5 PI4KA PIK3CG PLD3 PLEKHA5 PNPLA7 PNPO PRKD3 PRR5 PRSS16 PTPRK RAB8A RALB RANBP10 RAP2A RAPGEF4 RASGRP2 RBM15B RHBDL3 RMND5B RNF111 RNF38 RPL14 RPS3 S1PR4 SCML4 SCYL1 SETD3 SH3BGRL3 SHISA2 SIT1 SLA2 SLC12A7 SLC22A4 SLC30A4 SLC37A1 SLC39A7 SMAGP SMPD1 SPEF1 SPSB1 SPTBN1 SQSTM1 ST8SIA1 STARD7 STK17B STK38 SURF6 SYNE2 TAGLN2 TANC1 TBC1D1 TBXA2R TCF7 TCTA TEX264 THRAP3 THY1 TIFA TMEM47 TNKS2 TOLLIP TP53I13 TRMT44 TSC22D1 TXK TXNDC11 UFSP1 UHMK1 UTP4 VPS35L VSIR WASF2 YWHAG ZDHHC5 ZFP14 ZNF418 ZNF436 ZNF521 GSE17580_TREG_VS_TEFF_S_MANSONI_INF_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17580_TREG_VS_TEFF_S_MANSONI_INF_DN ACP5 ACTN1 ACVRL1 ADCY6 ADD3 AFP ALS2CL ANK3 APPBP2 APPL2 ARL4C ARL6IP5 ATE1 ATP1B1 ATP1B3 ATP2A1 ATP6AP2 ATXN7L3B BCL2 BZW2 CACNB3 CARD19 CBR1 CCL5 CD28 CD2AP CD84 CDC42EP5 CLCC1 CLK4 CMPK1 CNEP1R1 COX6A2 CTSA CTSW CYP2S1 DENND2D DENND4C DGCR8 DMTF1 DNAAF11 DNAJC21 DNTT DPH6 EHD3 EMB ENC1 EOMES EVI2B FAM3D FBXW7 FLI1 FXYD2 G0S2 GADD45A GALNT7 GGACT GGT5 GPM6B GPR155 GRAMD1A GRAMD2B GRAP2 GZMK HNRNPA1 HOXD11 ID2 IDH2 IFIT2 IGF2BP2 IGFBP4 IL2 ING1 INPP1 ITGB5 ITK ITM2A KCNMB4 KIF1B KLF7 KRAS KRT81 LEF1 LMO4 LPP LYST MBOAT1 METTL25B METTL7A METTL9 MFSD6 MITD1 MOCS2 MSL1 MSRA MTMR2 MTURN MYL11 MYLIP NACC2 NANOS1 NDUFAF4 NEAT1 NFE2L2 NRAS NRBF2 NTRK3 OAS2 OTULINL PACC1 PAQR7 PAWR PCMTD2 PDE7A PDIK1L PDK1 PDLIM1 PDLIM4 PLEKHO1 PPP2R5A PPP4R3B PRF1 PRKD3 PRKX PRSS12 PRXL2C PTRH1 PXMP4 PYCARD QPCT RAMP3 RANBP10 RAPGEF4 RASGRP1 RCHY1 RFLNB RFXAP RIPOR2 RMND1 RNF13 RNF145 RNF166 RNF32 RNPC3 RPP14 RPS6KA3 RPTN RSRP1 S1PR1 S1PR5 SARDH SCG2 SELENOP SEMA4A SFSWAP SGK1 SGMS1 SIAH1 SIDT1 SLC20A1 SLCO3A1 SMARCA2 SNHG8 SNX15 SOAT2 SOSTDC1 SOX4 SPTSSA ST8SIA1 STK17B STK26 SYF2 SYNE2 TANC1 TAOK1 TBX21 TCF20 TDRP TEC TIA1 TMEM71 TMEM9B TMLHE TNFSF14 TSPAN9 TSPYL1 TTC16 TUBB2A TVP23A UBE2B UBE2D1 UBR3 UGCG UGGT1 UPB1 USP38 VTA1 WASHC3 WIPF1 ZBTB20 GSE17580_TREG_VS_TEFF_S_MANSONI_INF_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17580_TREG_VS_TEFF_S_MANSONI_INF_UP AHCYL2 ALCAM ALDOC ANXA4 APOBEC1 AREG ARHGEF12 ARL6IP1 ARMCX4 ARRDC4 AXL B4GALT4 B9D1 BATF BCAT1 BCL2L15 BID BRCA1 C1QTNF12 C9orf64 CAPG CAPN5 CASP3 CCR6 CCR8 CCRL2 CD2 CD200 CD79B CD81 CD83 CD86 CERK CHTF18 CMTM7 CNTLN COMT CORO2A CPQ CSRP2 CTLA4 CXCL3 CYB561 DBNDD2 DCLRE1A DENND5A DNAJC1 DNPEP EBI3 ECM1 EHD4 EIF4E3 EIF4EBP1 ENTPD1 EPCAM ERI1 ERI2 FAH FAM174B FARSB FBXW11 FOSB FOXP3 FUCA2 GABARAPL1 GATA1 GBP4 GCSH GJB2 GNB4 GOT2 GPR83 GRB7 GSTO1 GZMB H2AZ1 HBEGF HEMK1 HM13 HMGN3 HOPX HSD3B7 HTRA2 ICA1 IFT80 IGF2R IGSF9 IKZF4 IL10RB IL18 IL2RA IMMP2L IRF5 ITGAE ITIH5 KLHDC4 KLRG1 LAMC1 LIF LRIG1 LRRC57 LTA MAGI1 MATN2 MBNL3 MCM4 MCM5 MDFIC MED7 METAP2 MIF4GD MKLN1 MT1E MTHFD1 NAF1 NAT9 NCMAP NIBAN1 NIBAN2 NOC4L NRDC NUP155 ODC1 PARP12 PDCD1LG2 PDE8A PDZK1IP1 PENK PHLDA1 PHTF2 PIP5K1B PLP2 PLSCR1 PLXND1 PMEPA1 POGLUT2 POLE POLE3 PPP3CA PPP6R3 PRDM1 PRDM5 PRELID3B PRKRA PRNP PTDSS2 PTGER2 PTPRJ PTRH2 PYCR3 RAB31 RAD51B RGS1 RGS9 RIPK3 SCAMP1 SCIN SCRN2 SDHAF1 SEC14L2 SELENOM SERPINB9 SERPINC1 SLAMF1 SLC22A5 SLC2A3 SLC35D1 SLC52A3 SLC9B2 SMYD2 SNAI2 SNAP23 SNX9 SOCS2 SSBP3 ST14 SWAP70 TBRG1 TDRD7 TGFBR1 TGM2 TIRAP TLR7 TMEM109 TMEM158 TNFRSF13B TNFRSF18 TNFRSF9 TRPC3 TSPAN12 TUBG1 TXN UAP1 UHRF1 VAV3 VPS54 WLS WWP1 YWHAE ZCCHC18 GSE17580_TREG_VS_TEFF_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17580_TREG_VS_TEFF_UP ABCC1 ABHD17C ACSBG1 ADAM8 ADGRV1 ADPRH ANP32A APOBEC1 ARHGAP20 ARHGEF12 ARL6IP1 ASNS ATF4 ATP5F1C BCAT1 BCKDHB BCL2 BLTP3A BSPRY BUB1B C9 CA12 CAPN5 CASP8 CBX6 CCDC137 CCDC25 CCDC28A CCR6 CCT5 CD70 CDK6 CDKN1C CEP89 CERK CFAP157 CHGB CNMD CNTROB CORO2A CPPED1 CSPP1 CYFIP1 DCAF4 DHRS3 DLX2 DND1 DNPH1 DRC1 DYNLL2 DYNLT3 ECM1 EIF3C EPCAM EPHX1 EZH2 F2R FAH FAM118A FAM89A FGB FGFR3 GABARAPL1 GALM GBP7 GCAT GFI1 GJA10 GNB5 GPLD1 GPX7 GSTO1 GUCY1A1 GZMB H1-0 HACD3 HBA2 HBS1L HEMK1 HGFAC HHIP HIF1A HNRNPC HNRNPDL HSD3B7 HTRA2 ICOS IL10RA IL12RB1 IL1R2 IL2RB KCNA3 KDM3B KHDC1L KLHDC3 KRTCAP3 LAD1 LIG1 LRRC61 MAOA MAPK10 MATN2 MBD1 MCM5 MDN1 MGMT MTX1 NCAPD2 NCF4 NCR1 NR1D1 NUP62 NUP88 OCSTAMP ORC6 OTUB1 PAICS PARD6G PBX4 PCDH20 PCTP PDCD1LG2 PDZK1IP1 PENK PHLPP1 PIM1 PLCB3 PLCB4 POLK PPIG PRG4 PSMA3 PTCH1 RAB8B RAD51B RAPSN RASIP1 RBM3 RCN1 RECK REM2 RGS10 RGS16 RILPL2 RRAGD RSPH3 SAMSN1 SAR1A SCN11A SDF4 SESN1 SFR1 SH3BGRL SH3BGRL2 SLA SLC12A8 SLC22A2 SLC35F6 SLC66A3 SLC9B2 SMAP1 SMARCD3 SMC4 SOCS3 STK19 STX1A SYNC SYNE4 SYT7 SYTL2 TARS2 TBC1D10A TGM2 TLR1 TMEM158 TMEM165 TMEM258 TMEM87A TNFRSF1B TNFRSF4 TNNT2 TRIM59 TRIP6 TTC39B TTI1 TWSG1 UPF3B UPP1 VCP VILL VPS54 VWA8 WDR6 WLS XBP1 XDH ZCCHC18 ZFYVE19 ZNF281 ZNF467 GSE17580_UNINFECTED_VS_S_MANSONI_INF_TEFF_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17580_UNINFECTED_VS_S_MANSONI_INF_TEFF_DN ABCB1 ABCG1 ADAM8 AIFM1 AIM2 AQP9 ARMCX5 ATG10 ATP5F1C ATP5IF1 BCAP29 BCL2A1 BHLHE40 BMP7 BMPR1B BOC BSCL2 BVES CA1 CASP1 CASP4 CCR2 CCR5 CD44 CDA CDC37L1 CDK2AP1 CDK6 CENATAC CHIA CHMP2A CHST2 CIBAR1 CIR1 CISH CLCNKB CMPK1 CNR1 CSF1 CST7 CTLA4 CTSW CTTN CXCR6 CYP4B1 DHPS DTL DYNLL2 ECI2 EFCAB7 ELK4 EOMES EPDR1 F2R FAM241B FGL2 FLYWCH2 FRMD4B GADD45G GATA3 GATD3 GBP2 GBP4 GFI1 GLOD4 GLRX GNG10 GNPDA2 GPM6B GSTT2 GZMB GZMK HEMGN HIF1A HLA-G HMGB1 HMGB3 HNRNPA1 ICA1 ICAM1 ID2 IFITM2 IFNG IGHG1 IL12RB1 IL15RA IL18RAP IL1RL1 IL4 ING2 INPPL1 ISCA2 KAT2B KHDRBS1 KIF22 KLRG1 KSR1 LDAF1 LGALS3 LPXN LZTFL1 MAIP1 MAP6 MBD3L1 MBNL1 MDFIC MECP2 METRNL MRPS17 MSANTD4 MST1 NAA15 NCMAP NDUFA4 NEAT1 NOTCH4 NUMBL OLA1 OTUB2 PFDN5 PITX1 PLA2G10 PLD2 PMEPA1 POLR2D PPP2R3C PPP3CC PRC1 PRDX2 PSMB2 PSMC4 PTAFR RB1 RBM3 RGS1 RHBDL3 RILPL2 RIPK3 RNASE4 RNF208 RPL26 RPS27L RYK S100A1 S100A4 S1PR5 SAT1 SCGB3A1 SCN11A SDF4 SEC61G SELENOM SERHL2 SERINC3 SIN3B SLAMF1 SLC10A2 SLC22A17 SLC38A5 SLC39A8 SLC4A5 SLC4A7 SMIM30 SMPDL3A SNAP23 SNRNP70 SNTA1 SOCS2 SOCS3 SON SSB SSTR1 ST3GAL5 ST6GALNAC1 STRC SYNC TAF9 TASOR2 TASP1 TBX21 TFRC THUMPD3 TK1 TLR1 TMEM140 TMEM258 TMEM82 TPI1 TTC16 TTC39B TWIST2 TXN TXNDC17 VPS54 WSB1 ZAN ZFP36L1 ZNF112 ZRSR2 ZWILCH GSE17580_UNINFECTED_VS_S_MANSONI_INF_TEFF_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17580_UNINFECTED_VS_S_MANSONI_INF_TEFF_UP ACP5 ACSS2 ACTN1 ACVR1B ADD1 ADD3 ADM ADRB2 AKIRIN1 AKT3 ALDH9A1 AMPD3 ANGEL1 ANKRD40 ANKS1A AP2A2 APOE APPL2 ASB5 ATF7 ATP1B1 AVL9 AXIN1 BICDL1 BLK BLNK BTBD17 BYSL CAB39L CARM1 CAST CBX4 CCDC127 CCND1 CD74 CD79A CD79B CDC5L CERK CHPF CHRNA3 CHRNA4 CHST1 CIITA CITED4 CNGA1 CNN3 CNNM3 CNPY3 CR2 CREBZF CSTF1 CTDSP1 CYP39A1 DAG1 DCP1A DHX38 DHX40 DNAJB2 DOK3 DSC2 DTX1 DYNC1H1 EIF2AK3 ERI2 ETNK1 EXOC8 FAM13C FCRL1 FCRLA FGD2 FLNA GALNT10 GFRA1 GGA2 GGT1 GPR63 GTF2H3 GUCA1B HAAO HLA-DMB HLA-DOB HLA-DRB1 HOXD9 HS2ST1 HSPD1 IFNGR2 IGF2R IL1B IL4I1 IL7R INTS4 IPO11 IPO4 IQSEC1 ITK IVD KCTD5 KDM4C KLHL21 KLHL7 KRT84 LMBRD1 LRRC23 LRRK2 LSP1 LYN MAP3K14 MAPKAP1 MAPRE1 MCMBP MED7 MEF2C METTL13 METTL3 MLX MS4A1 MTMR4 MYCBP2 MYO18A MYO1H NANOG NEDD4L NUMB OASL OSBPL9 PADI2 PANX1 PCDH10 PDCD2L PDLIM1 PIAS3 PPBP PPP3CA PPP6R3 PRKD2 PRKD3 PRPF8 PRPSAP2 PTCRA PTDSS1 PTK6 PTPN6 PUS7 PYCR1 PYGO2 RAB3D RAB3IP RAD23A RB1CC1 RBM15B RIPOR1 RIPOR2 RNASE2 RNF32 RPL6 SBF2 SCAF8 SCD SEC24B SENP6 SETDB1 SFMBT2 SKI SLA2 SLC37A1 SORCS2 SPG11 SPHK2 SPIB SRPK3 SSBP3 STAT6 STIP1 STX1A SUSD6 SWAP70 TDRP TES TESK1 TEX264 THEMIS2 TLE1 TLR7 TMEM9B TRIOBP TSC22D1 TTC28 TUSC2 UBTF VIP VPS18 WWP1 XRCC1 YWHAE ZBTB7B ZFAND3 ZNF142 ZNF467 ZNFX1 GSE17580_UNINFECTED_VS_S_MANSONI_INF_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17580_UNINFECTED_VS_S_MANSONI_INF_TREG_DN ACSL5 AKR1B15 ALAD ALDOC ANTXR2 AREG ATP13A3 ATP5MC1 ATP5ME ATP5MG ATP5MK ATP5PB ATP6V1A B3GNT9 BATF BCL2A1 BCL2L15 BCL7C BHLHE40 BID BUD31 CACNA1C CASP3 CASP4 CCR5 CDKN2C CELA1 CEMIP2 CEP85 CIAO2A CNIH4 CNPY2 COX16 COX7A2 COX8A CPQ CTTN CXCL3 CXCR3 CYB561 CYB5R4 DAP DAPK2 DBI DENR DNAJC15 DNMT1 DNPEP EGLN3 EIF4EBP1 EMC9 ENPP1 EPRS1 F2R FABP5 FAIM FANCF FARSB FECH FGL2 FUCA2 FURIN GIMAP7 GLRX GM2A GPM6B GRB7 GZMB HINT3 HTATIP2 HYCC1 IAPP ID2 IFNG IGHG1 IL10 IL21 IL4 IMPA2 INSL6 KLRG1 KYAT3 LAMP2 LGALS1 LGALSL LITAF LPIN2 LRPAP1 LRRC59 LRRK1 LZTFL1 METAP2 METRNL METTL7A MINPP1 MRNIP MRPL14 MRPL20 MRPL57 MRPS34 MYO1D MYO6 MZT2B NAB1 NDUFS4 NDUFS6 NEDD8 NEFH NENF NIBAN2 NKG7 NME1 NTMT1 NUCKS1 NUDT1 NUP155 ORMDL2 PAFAH1B3 PAXIP1 PCK2 PDE1C PENK PGP PHGDH PIK3CG PLAAT3 PMEPA1 PMM1 POLE3 POLR2C POLR2K POLR3H POMP PPM1G PRDX2 PRELID3B PRG2 PROS1 PSME2 PTDSS2 RAB20 RAD21 RAI14 RASGRF1 RBM3 RBX1 RPA3 RPS27L RRBP1 RUNX2 RYK S100A10 S100A11 S100A6 SARNP SCCPDH SEC11C SELENOM SEPHS2 SHC3 SLC22A4 SLC30A2 SLC39A6 SLC66A3 SMARCD2 SMPDL3B SNHG8 SRP14 ST6GALNAC4 STARD10 STK39 STT3A STX8 TBX21 TG TGM2 THOC7 TIMM13 TIMM8B TM2D1 TMA7 TMEM126A TMEM14C TMEM223 TPD52L1 TRAPPC1 TRIM37 TRPC1 TXNRD1 UAP1 UBD UFC1 UHRF1 UNG UQCR10 USP25 VDR WEE1 ZCCHC17 ZFP91 GSE17580_UNINFECTED_VS_S_MANSONI_INF_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17580_UNINFECTED_VS_S_MANSONI_INF_TREG_UP AACS AAMP ABCB9 ACP5 ADAT1 AKAP9 ALS2CL APOA5 APPBP2 ARFIP2 ASH1L ASPSCR1 ATG2B ATP1B3 B3GNT2 B3GNT3 BACH2 BCL2 BICD2 BIN1 BLK BMAL1 BMF BOLL BRWD1 BTG1 C1orf131 CA12 CASP8 CCDC137 CCDC6 CCNL2 CCR7 CD19 CD22 CD37 CDK11B CDK12 CLK1 COL9A3 CR2 CRYZL1 CTCF CYP46A1 DDC DDX41 DFFA DGCR8 DGKQ DIABLO DMAC2 DOK3 DUSP2 EEF1G EIF3E EMSY FAAH FASTK FBXL3 FCER2 FGF11 FZR1 GFM2 GFRA1 GGT5 GIMAP4 GNB4 GPR83 GRIN2A H2AC25 HLA-C HNRNPH3 HYAL3 ICE2 IER2 IFIT2 IFT172 IKZF2 IL12A ING1 ING4 INPP1 INTS11 INTS6L IRF7 ITGA5 ITM2A KCNK1 KIF1B KLF7 LMBR1L LMO4 LRRC23 LSP1 LTA LTB MADD MALAT1 MAP2K1 MAP4K2 MAPK10 MDN1 MDP1 METTL17 METTL25B MMP17 MS4A1 MS4A6A MSL1 NELFA NFKBIZ NRAS OAS2 OASL OTUD5 PDLIM1 PDS5A PEA15 PECAM1 PHYHD1 PI15 PIAS4 PIGN PILRA PIP5KL1 PLEKHA1 PPP2CA PRKCD PRPF38B PRSS12 PTBP2 PTPRA PURA PXMP4 RABGAP1L RAC2 RAD51D RANBP17 RAPGEF4 RASA1 RASAL3 RASGRP1 RASIP1 RBM22 REL RESF1 RHBDD2 RMND1 RNF167 RPGRIP1 RPL5 RPP14 RSPH6A RUFY1 RUFY2 S1PR1 SARDH SCD SCGB1A1 SELL SESN1 SFSWAP SFXN2 SH2B3 SH3GLB2 SKIL SLC17A9 SLC9B2 SMAD3 SMAGP SMC4 SMC6 SNAPC3 SNX30 SP6 SPIB STK38 STXBP4 TAOK1 TBX6 TDRP TERF2 TMEM184C TNFSF14 TNFSF8 TNNT2 TP53INP1 TRIM24 TRIM44 TTLL3 TXNDC16 UGCG UGGT1 VPS37C ZBTB20 ZC3H7A ZFR ZFYVE19 ZNF235 GSE17721_0.5H_VS_12H_CPG_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_0.5H_VS_12H_CPG_BMDC_DN AARS1 ABCA1 ACP5 ACSL5 ADAM17 ADAMTS4 ADGRE1 AGRN AGTRAP AMPD3 ANKRD24 ANXA1 ARAP2 ARID5B ARL14EP ASF1A BAIAP2 BCKDHB BCL2L13 BIRC3 C18orf32 CAMSAP1 CASP1 CCDC198 CCDC71L CCL5 CCNG2 CCR4 CCT3 CD47 CDKN2B CHPT1 CHRND CLK1 CMPK2 COL5A1 COP1 CP CPEB4 CPTP CRBN CREB1 CRTC2 CTU1 CXCL11 DENND5A DENR DGCR8 DNAJA1 DNAJB6 DPF2 DUSP16 DUSP2 EBI3 EDN1 EEF1E1 EIF2S2 ENG ENPP4 F11R FAM53C FAM8A1 FBXW11 FCGR3A FST GABARAPL2 GCA GDI1 GFI1 GLIPR1 GOLGA3 GRAMD1A GTPBP2 H2AC25 H6PD HAX1 HOOK2 HSD17B11 HSPH1 IKBKB IL10 IL15 INPP5B ITPKB KAT2B KCTD1 KIF3C KLF3 KMT5A LAMP2 LIF LY96 LYRM1 MAGOHB MAPKAPK2 MARCHF5 MEFV MITD1 MKKS MTF2 MTHFD2 MTHFS MYF5 NCF4 NCK1 NCK2 NIBAN1 NLGN2 NOS2 NPPC NPY NT5C3A NUPR1 OAS3 PALLD PALS1 PAPSS1 PARP12 PARP14 PCMT1 PDGFRB PENK PHF23 PLA1A PLA2G4A POU2F2 PPIC PPP2R2A PPP4R2 PRKCE PRR13 PSMB10 PSMD12 PTGR1 PTGR3 PTK2B PTTG1 RAB10 RAB1A RASA4 RBM4 RDH10 RFFL RHOQ RNF135 RNF19B RPS6KA2 RSRP1 RTP4 SACM1L SEMA7A SERINC1 SERPINB2 SGCB SIKE1 SLAMF7 SLAMF9 SLC11A1 SLC25A22 SLC25A37 SLC38A2 SLC7A3 SLC7A8 SLFN13 SOCS1 SOCS4 SPPL2A STAT5A SUOX SYNPO2 TAP1 TBC1D15 TCF4 TESK1 TJP1 TLR6 TM9SF4 TMCO3 TMCO6 TMEFF1 TMEM39A TNIP1 TRMT1L TSLP UBE2M USP25 VCAN VEGFC VTI1A XYLT2 ZBTB21 ZEB1 ZFAND2B ZFAND3 ZNF131 ZNF281 ZNF346 ZNF503 ZNF598 GSE17721_0.5H_VS_12H_CPG_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_0.5H_VS_12H_CPG_BMDC_UP ABCB7 ABHD17A ABHD4 ADCY9 ADI1 ADSS1 AGGF1 AIF1 AIMP2 ALAD ALDH1L1 ALDH3B1 ANKRD46 AP2S1 APRT ARF3 ARHGAP9 ARRB1 ASB4 ATAD3A ATG3 ATP5MC2 ATRAID BACH1 BASP1 BATF3 BCAP29 C1QTNF12 CBFA2T3 CCPG1 CCR2 CCT5 CD99L2 CDK4 CENPA CERS5 CGNL1 CHCHD10 CHST12 CISH CLNS1A COPRS CORO1A COX6B1 CRAT CRIP1 CS CUL2 CUTA DDHD2 DEPTOR DHCR7 DMAC1 DOLPP1 DTYMK EBP EEF1B2 EEF1D EEF1G EFNB1 EPHX1 ETHE1 FAM120A FN1 FUCA1 GALNT3 GASK1B GMPPA GMPR GNB4 GNB5 GNPDA1 GOT2 GPR65 GSN GTF2H4 GYG1 HMBS HSD17B4 IFI30 IMPA2 IMPDH2 IRF2 ITCH ITGA6 JARID2 LAMTOR4 LARGE1 LBR LCMT1 LDHA LETM1 LGALS1 MAGEE1 MAP3K14 MCM4 MDH1 MEIS1 METAP1D MGLL MRC1 MRPL23 MRPL4 MRPS16 MRPS23 MRTO4 MYCBP2 MYL12B MYO7A NAA10 NDRG4 NDUFA5 NDUFB10 NDUFB6 NDUFC1 NME1 NSDHL NUFIP1 NXN OSGEP OXCT1 PELO PER1 PGP PHYH PLA2G15 PLCG2 PLD4 PLGRKT PNPLA7 PNPO POLD2 POLE3 PPP1R14B PPP1R21 PRKD3 PTPRS RAB3IL1 RAB7A RACK1 RECQL4 RELL1 RETREG1 RGCC RHOH RNASE4 RNF166 RPA1 RPAP3 RPL37A RPS14 RPS19 RRM2 RWDD2B SATB1 SCARB1 SDHC SEC61B SELENBP1 SEPTIN4 SF1 SH3BP1 SIDT2 SIVA1 SLC12A7 SLC25A39 SLC50A1 SMC3 SMC6 SMYD2 SNRPB2 SORD SORL1 SOX4 SP1 SPEG SPTSSA SRF SRPK2 SRSF3 SS18 STAP2 STT3B STX3 SUN1 SYNPO TAF10 TIMM44 TIMM8A TMEM147 TPD52 TPRA1 TSPAN4 UBAC1 UNC119 UQCR11 VSIR WDR75 ZFAND6 ZMPSTE24 GSE17721_0.5H_VS_12H_GARDIQUIMOD_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_0.5H_VS_12H_GARDIQUIMOD_BMDC_DN ACSL5 AGPAT3 AKR1A1 ANKRD40 APAF1 ARL1 ARL14EP ARMCX3 ASNS ASTN1 ATAD1 ATP6V0B AZIN1 B4GALT3 BBLN BLOC1S4 CALCRL CAMSAP1 CASP8 CAVIN4 CCDC47 CCNL2 CD320 CLK3 CLK4 CLNK CLRN3 COG4 COIL COPS2 CSF3R CX3CR1 CYP2F1 CYP39A1 DCN DGKA DLK1 DLX1 DMTN DNAJA1 DNAJB1 DPYS DSCAML1 DTNB DUSP16 EDEM2 EED EIF4G3 EPDR1 FAP FBXW11 FCER1G G3BP2 GABRB1 GEM GLIPR1L2 GPR137B GPR85 GPSM2 GRAMD1A GRIN1 H2AC25 HELZ2 HES5 HNRNPH3 HPS3 HSD17B12 HSPA1A IAH1 ICAM1 IFI35 IL10 ITPKB JAK2 JDP2 KBTBD4 KCTD1 KLF3 KLHDC3 KREMEN1 LHX2 LRRC49 LRRC8C LUC7L LYPD8 M6PR MAN1A2 MAPK8 MDFIC METTL3 MLX MOB1A MORC3 MRPL14 MTG2 MYEF2 MYO1B NADK NDRG1 NFKBIA NFKBIB NGRN NLGN2 NR3C1 NUDCD1 NUP62 NUPR1 P2RX7 PABIR1 PAXBP1 PCMTD2 PELI1 PHF13 PHF21A PIGN PLXNA1 PMEPA1 POU2F1 PRDX1 PRDX5 PRKRIP1 PSMB5 PSMB7 PSMD10 PSMD5 PTGIR PTK2 PTPRA PUM1 PXK RAB33A RAI14 RAMP2 RAP1B RASGRP1 RBL1 RBM4 RFFL RFX3 RIPK2 RNF11 RNF121 RNF141 RNF145 RNF34 RRS1 RUSC2 SCYL1 SERINC1 SERPINB9 SERTAD3 SIGLEC7 SLC11A1 SLC22A4 SLC25A25 SMG6 SNAPC3 SOCS4 SPG11 SRC SRSF11 ST3GAL1 ST7L TAPBP TAX1BP1 TBC1D8B TBX3 TDRD7 TET1 TLR3 TLR8 TM9SF4 TMCO3 TMEM106B TMEM199 TMEM243 TPP2 TRAF3IP2 TSC22D1 TTC28 TUBB4B TYMS UBE2D3 UBE2M UBE2Z UIMC1 UPP1 USP12 USP47 USP53 VASP VAV1 VWA1 YPEL5 YY1 ZBED4 ZBTB1 ZNF260 ZNF503 ZZZ3 GSE17721_0.5H_VS_12H_GARDIQUIMOD_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_0.5H_VS_12H_GARDIQUIMOD_BMDC_UP AAMP ACO2 ADAMTS10 ADIPOR2 AGGF1 ALDOA ANAPC5 AP1G2 APCDD1 ARHGAP1 ARHGEF25 ASL ATMIN ATP5F1A B4GALT6 BANF1 BBS2 BLTP2 BLVRA BRMS1 BTK BUB1B CAD CD8B CDCA5 CDK5RAP3 CDKN1A CERK CERS4 CHURC1 CISD1 CLEC7A CNPY2 COPRS COQ5 CPSF3 CPSF4L CSNK1G2 CTCF CTDNEP1 CTNNBIP1 DAD1 DBNL DDB1 DDT DNAJC3 DNAJC5 DNAJC8 DPCD DPH5 DRAP1 ECHS1 EEF1AKMT1 EGLN3 EIF3I ENO3 ENTPD1 ESR2 EWSR1 EXOC6 EXOSC8 EXTL2 FAM89B FANCL FBXL6 FMC1 FMO3 FNBP1 FOXO3 FRRS1 GBF1 GFM1 GLUD1 GM2A GNL3 GPX4 GRM1 GTF2F1 HACD4 HEXB HIGD1C HMBS HMGB1 HSF2 ID1 IDH3B IL21 IL4R IMPDH2 IPP IRF2 ITFG1 KCNN4 KCTD12 KIF20A KLHL9 KLK8 LIPA LPCAT1 LSR MACROH2A1 MANSC1 MAP2K3 MCOLN3 MCUB MMUT MNT MPHOSPH6 MPO MRPL48 MTX2 MVK NCBP1 NDUFAF1 NDUFS3 NDUFS6 NFIL3 NIPSNAP1 NMB NNT NREP NSMCE4A NTRK3 NUDT2 NUP37 NXN OAF OXA1L PAICS PARVG PBDC1 PHKA2 PHPT1 PIGO PKIB PMM1 PNPO POLD1 POLE3 POLR3GL PPP1R14B PPP2R3A PRKAG2 PRMT7 PTGER4 PYCR2 QTRT1 RAD54L2 RALBP1 RAP1A RAP2B RASGRP4 RECQL RPL22 RPS18 RPS6 RPS6KA1 RRAS2 S100A1 S100A13 SARS1 SDHD SELENOH SEPTIN11 SERPINB1 SH2D1B SIL1 SIRT7 SLC39A1 SLC66A2 SLC7A5 SNRPD2 SNX3 SPTBN1 SS18 STK11IP STOM TBL1XR1 TCTE1 TIAM2 TJP2 TMEM141 TMEM176B TMEM234 TNFRSF12A TNFRSF9 TOM1 TRAPPC12 TRMT1 TSPAN14 TXNRD2 UBR7 VTI1B WDFY2 XPC YBX3 ZFP36L2 ZNF358 ZNF706 ZSCAN12 GSE17721_0.5H_VS_12H_LPS_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_0.5H_VS_12H_LPS_BMDC_DN ABR ACAA1 AHCYL1 ALKBH4 AMELX AMMECR1 ANXA1 ANXA5 AOPEP ARG2 ARHGAP17 ARID5B ASB6 ATAD1 ATF3 ATM ATP2C1 ATP6V1E1 B2M BCAM BNIP2 C1QL3 C1orf52 CAB39L CCL13 CCL5 CCNT1 CCNT2 CD200 CD47 CD81 CEP350 CFLAR CGGBP1 CITED2 COL22A1 CPD CPSF2 CREBZF CRK CRYGS CRYM CTSK CTTN CX3CL1 CXCL9 CYBB CYP27B1 DCAKD DMKN DNAJC1 DNER DSPP DTNB DUSP16 DUSP26 EEF1E1 ENPP3 EXTL1 FBXO11 FNTB FST G3BP2 GAK GALR3 GBP2 GCC2 GCH1 GDE1 GDI1 GFRA4 GRINA GRK2 GSR GTF2E2 HELZ2 HNRNPH3 HOOK2 HSD17B13 HSPB8 IER5 IFNAR2 IFT81 IGBP1 IL15RA ILF3 IMMP1L IREB2 IRGM ITGA4 JAK2 KATNA1 KATNBL1 KHDC4 KREMEN1 LAPTM4A M1AP MAFG MAPK6 MDFIC ME1 MED28 METTL6 MFSD1 MITD1 MMP14 MMP2 MOB4 MTDH MYCBP N4BP1 NAMPT NCOA3 NDRG2 NECTIN2 NET1 NFKB1 NINJ1 NIPSNAP3A NR2C1 NUDT9 OAS2 OLR1 P2RY14 PARD6A PCNX1 PDE6D PDIA5 PDLIM4 PEF1 PENK PIKFYVE PMPCB PMVK POLR2C POU2F2 PPP1R1B PRKD1 PRPF38A PTPN11 PTPRO PTX3 PXMP2 RAB10 RARG RASA2 RBM43 RBM5 RNF114 RPE RPS6KA2 SAMSN1 SCN8A SEC23A SEC24D SELENOW SEPTIN7 SERPINE1 SLC28A2 SLC6A4 SLFN13 SMC5 SOX12 SPATA4 SPTLC2 SQSTM1 STARD3 STARD3NL STARD5 SYNPO2 TBC1D13 TBPL1 TCF4 TIA1 TMA16 TMED7 TMEM175 TMEM30A TRIM25 TSPAN33 TSPYL1 TTLL3 TXLNG UBE2S UBXN8 UGP2 UPP1 USP3 VAMP8 VDAC3 VPREB3 WASHC3 WIZ YKT6 ZBTB37 ZNF426 ZNF526 ZNF841 ZNRF1 GSE17721_0.5H_VS_12H_LPS_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_0.5H_VS_12H_LPS_BMDC_UP ABCD1 ABCD2 ACAT1 ACO2 ACTL6A ACY1 AIMP1 AKR7A2 ALDH18A1 ALDOA ANKRD54 ARHGDIB ARMC6 ARPC4 ASB12 ASF1B ATP5F1A ATP5F1B ATP5IF1 ATP5PF ATP6V0D1 B3GNT8 BABAM1 BDH1 C15orf40 C19orf48P C6orf89 CALML3 CANX CCR6 CD8B CDK1 CDK2AP1 CDKN2C CENPT CENPV CMIP COA6 CPA1 CSRP2 CYP4F3 DDX3X DHX32 DPH2 EEF1AKMT1 EEF1B2 EHHADH ELOVL5 ELOVL7 EMC8 EMP1 ENC1 ENPP1 FAM111A FAM149B1 FAM81A FDPS FKBP11 FKBP4 FOXP1 FUOM GADD45GIP1 GALK2 GASK1B GINS1 GMPR GOLM1 GPT GPX4 GSC GSTZ1 GUCA1A GUSB H1-10 H2AX HAUS8 HCFC1 HDGF HIGD2A HIP1 HLA-DMA HM13 HNRNPL HPRT1 HSPA4 IER2 IFI30 IFT80 IGHM IL6ST IPO4 IRAG2 KCNK13 KIAA0930 KIAA1143 KIFC1 LAPTM4B LARGE1 LARP7 LCLAT1 LSP1 LTBP3 MAPK3 MATR3 MDP1 MED29 METTL8 MGAT2 MMP12 MRAS MRC1 MRPL23 MRPL3 MRPL36 MRPL42 MRPL55 MRPS24 MRPS26 MYCBP2 MYORG MYT1L NAF1 NCOA1 NDUFA10 NDUFAB1 NDUFC2 NFATC1 NHP2 NHSL1 NOLC1 NUCB2 NUDT4 NXPH1 OPN3 OTULIN PCID2 PCNA PELP1 PEMT PIGK PLA2G2A PMFBP1 PPP1CC PPP2R2D PPP3CA PYCR3 QTRT1 RAB31 RGS10 RPL13 RPL19 RPL28 RPL35 RTF2 S100A1 SAE1 SAP30BP SASH3 SCAF8 SCEL SCN11A SEC61B SF3B1 SFSWAP SLC25A13 SLC26A6 SLC50A1 SLF1 SORBS3 SPN STARD4 SWSAP1 TAF10 TBC1D14 TEC TECR TESK2 TFEC THYN1 TK1 TMEM147 TNFRSF21 TOMM40L TPRN TRIM3 TRIP11 TSPAN13 TTYH2 UCHL5 VDAC1 WDR6 WNT5A XPR1 ZFP91 ZFYVE21 ZMPSTE24 ZNF280D ZXDC GSE17721_0.5H_VS_12H_PAM3CSK4_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_0.5H_VS_12H_PAM3CSK4_BMDC_DN AASS ACSL1 ACSL5 ACSS2 ACTR8 ACYP2 ADAD1 AEBP2 AMFR ANAPC7 AP1S1 ARFGEF1 ARHGAP5 ARHGEF3 ARL8A ASF1A ASH2L ATE1 ATF4 ATOSB ATP6V0B AUP1 AZIN1 BCDIN3D BCKDHB BECN1 BMP6 BST1 C11orf58 C18orf32 CACFD1 CAPZA1 CAT CCR8 CD200 CD9 CDC25A CDC27 CDK2AP1 CDKN2AIPNL CDV3 CGGBP1 CHMP5 CLCN7 CLIP1 CLK4 CMTR1 CNOT8 COASY COPB1 COPG1 COQ3 CSDE1 DKKL1 DNAJB6 DUSP19 DYNLT3 ECI2 EIF3E ELK3 EMC4 EMG1 ERGIC2 ESD ETFBKMT FLCN FPR1 GDI1 GFER GFM2 GK GLIPR1 GPR85 GRAMD1A GSS HAX1 HEPH IGF2BP1 IL36A IL36G IMP3 IMPA1 IPO5 ITGAV ITGB1BP1 JDP2 KATNBL1 KCTD14 KHDC4 KICS2 KIF1B KPNA1 LPP LRRC59 MAN1A2 MCFD2 MDM2 MECR METTL6 MFSD1 MIS12 MS4A7 MTF2 MYL10 MYO1B NCF1 NDE1 NET1 NFKB1 NOL11 NPAS3 NUB1 NUS1 OST4 PAM16 PAPSS1 PARP12 PDIA5 PFKP PGLYRP2 PHF10 PHF21A PHF3 PITPNM1 PLA2G2E PNO1 POLR2G POU2F2 PPP2CB PPP2R3C PPT2 PRDM9 PRPH PSMA1 PSMA4 PSMD10 PSMD12 RAB22A RAC2 RASGRP1 RBM7 RHOT1 RNF121 RNFT1 RRAS RSAD2 S1PR1 SEMA4A SEPTIN7 SGMS1 SHPRH SIKE1 SIRT4 SLC46A2 SLC8B1 SMIM3 SNTB2 SPART SPATS2 SPIDR SPPL2A SRP54 STUB1 TARS1 TLK2 TLR8 TMA16 TMCO3 TMEM134 TNFAIP2 TPRKB TRAPPC13 TRIM59 TRIP4 TRMT2A TSPAN3 TTC17 UBE2C UBE2G1 UBE2W UBXN2A USB1 USP10 VAPA VCAM1 VDAC3 VPS26A VPS35 VTA1 VTI1A WNK4 WRAP53 XYLT2 YAE1 ZBTB7B ZC3H11A ZC3H14 ZDHHC12 ZNF451 ZNF841 GSE17721_0.5H_VS_12H_PAM3CSK4_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_0.5H_VS_12H_PAM3CSK4_BMDC_UP ABCG1 ABHD17A ABHD8 ACBD6 ACSF2 AEN AGGF1 AIMP1 ALDH18A1 ARAF ARID5A ATP5IF1 AXIN2 BARHL1 BDH1 BSCL2 C1D C1QB C1orf54 C8orf33 CASR CCL2 CCNH CD300C CD99 CDC37 CDH1 CENPK CLEC10A CLEC4A COX15 CUX1 CYB561D2 DALRD3 DCPS DECR1 DGLUCY DMPK DMRTB1 DNAJC3 DNAJC5 DOCK8 DPYSL5 EEF1B2 EGR2 EHD4 EID1 EIF3F ELK4 ELOVL6 ELP3 ERCC6L EVI5 FAM13B FAM76A FERMT3 FFAR2 FLT1 FNBP1 GFI1B GGCX GLRX3 GPRASP1 GTF2F1 GTF3A GUCA1A H2AZ1 HAUS4 HBB HELB HIBADH HINT2 HNRNPC HNRNPF HNRNPUL1 IBSP IDH1 IFT172 IGBP1 IL16 IL17RC IL7R INPP4A INTS7 IRF2 IRS2 KDM2B KIAA0513 KLF13 KLF6 KLF9 LAPTM4B LIMK1 LRRC18 LRRC56 MAFB MAP2K3 MBD1 MGMT MICAL2 MICOS13 MIIP MLF2 MMS19 MPND MTARC2 MTHFD1 MUSTN1 MXI1 MYCL MYO7A MYO9B NAF1 NAT8 NBL1 NES NFIA NOL12 NR2E3 NRDE2 OR51B4 OSBPL2 PALD1 PAPSS2 PDLIM5 PER1 PKIB PNPLA7 POLR2F PRAF2 PRDX2 PRMT7 PRR15 PRXL2A PSME4 PSRC1 PTPN18 PXMP4 RAB3IL1 RAG1 RAG2 RANBP3 RASA3 RECQL RETREG1 RFC2 RGCC RNH1 RPIA RPL22 RPP40 RPS6KA4 S100A6 SAAL1 SASH3 SBF2 SDHAF1 SDHC SERPINB1 SKA2 SLC25A3 SLC7A4 SLC7A5 SLC9A8 SMIM8 SPHK1 SPNS2 SPTBN1 SRM SRSF6 STEAP3 TALDO1 TEAD2 TEP1 TGFBR2 TH TIAM1 TIMP2 TLR4 TM7SF2 TMEM131L TMEM141 TMEM205 TNFRSF9 TNS1 TOB1 TOPBP1 TRIM11 TRPM5 TXNDC16 TXNDC9 UBAC1 UQCR11 WDR45 ZBTB2 ZDHHC7 ZFP36L1 ZIM3 ZNF362 ZNF704 GSE17721_0.5H_VS_12H_POLYIC_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_0.5H_VS_12H_POLYIC_BMDC_DN ADNP ALPK2 ANGPT1 ANXA1 APPBP2 ARF4 ARHGAP35 ASB3 ATG12 ATP13A1 BAZ1B BCKDHB BCL10 BFAR BHMT2 BIRC3 BLOC1S6 BNIP2 C1orf54 C6orf62 CACYBP CALCR CAMK2D CCL5 CCNE1 CCNT2 CD47 CD70 CDIP1 CEP350 CHMP1B CLK3 CMTM6 COG8 CPT1A CREBRF CTTN CTTNBP2NL CXCR5 CYBB DDA1 DDX4 DHX8 DLGAP4 DNAJB1 DOCK6 DSPP DTX2 DUSP26 ELAVL4 ENKD1 EPSTI1 ESD F11R FABP3 FASTKD5 FBXO11 FBXW11 FKBPL FLCN FOXI1 FRMD8 FTL GALNT6 GBP2 GBP4 GCA GDE1 GFPT2 GFRA4 GINM1 GMPPB GOSR1 GPBP1L1 GRIK5 GSPT1 GTF2E2 H2AC25 HCAR2 HMGA1 HOMER1 IFNAR2 ILF3 IREB2 ITGA4 KAT2B KATNBL1 KCNMA1 KHDC4 KLRK1 KMT5A KREMEN1 KTN1 LHX2 LUC7L3 MCL1 ME1 MITD1 MPZL2 MS4A6A MTMR14 MUC1 MX2 NAE1 NCOA3 NEAT1 NECTIN2 NEU1 NGEF NIPSNAP3A NKD2 NMUR1 NUPR1 NXPH1 OLR1 P2RY12 PDE6D PEF1 PHF13 PHLDB1 PI4K2A PKP4 PLAGL2 PLEKHA3 PLEKHF2 PLXNB3 PPP1CB PPP1R15B PPP2R5A PRR14 PSENEN PSMA4 PXMP2 RAB38 RALGDS RARG RASSF3 RBP3 RHPN2 RIPK2 RNF167 RNF34 RPS6KB2 SEC13 SERPINB9 SH3TC1 SLC28A2 SLC2A5 SLC35A5 SLC6A4 SLC6A8 SMARCAD1 SNHG8 SNX10 SNX2 SPA17 SPEG SPO11 SPTLC2 SQSTM1 SSTR1 STARD3NL STAU1 SYF2 SYNE2 TBK1 TDRD3 TDRD7 TJAP1 TMEM179B TMEM185A TMEM192 TMEM38B TNFSF9 TPR TPRKB TRAF5 TRIM25 TRIP12 TSPYL1 TTC28 TUBG2 TXNL1 TYK2 UBE2M UBE2R2 UNC119B USP47 VCAN VCL VPS54 VPS72 WASF2 WASHC4 WFS1 ZEB2 ZFAND2A ZNF436 ZNF841 ZNFX1 GSE17721_0.5H_VS_12H_POLYIC_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_0.5H_VS_12H_POLYIC_BMDC_UP ACO2 ACOX1 ACY1 ADAM15 ADAMTS7 ADIG ADK ALDH18A1 ANP32B AP2S1 ARHGDIB ARRB1 AUH BABAM1 BDH1 BUB1 C1QL1 C6orf89 C8G CATSPER1 CCDC115 CCDC28A CCR2 CCT7 CD93 CDC25C CEBPZOS CELSR2 CHCHD6 CHST10 CLEC6A CLNS1A COL17A1 CPA1 CPSF1 CRTAP CST11 CTDSP1 CYP21A1P DAD1 DDX18 DLG1 DNAJC10 EBP EMC2 EMC6 EML5 ENTREP3 ERCC5 ERLIN1 ESRRA FABP9 FAM162A FANCE FASN FOXO1 FTO FUOM G6PC1 GALT GJC2 GNPDA1 GPS1 GRWD1 GSTK1 GSTM3 GTF2H4 HMBS HNRNPU HOXB9 HS6ST1 ICOS IFRD2 IQGAP3 IRAG2 IZUMO1R KLF10 KLHDC4 KRT2 KRTCAP2 LBX2 LHX1 LIMK1 LSM14A LTBR MDP1 MED30 MIEN1 MKNK2 MPHOSPH9 MRAS MRPL20 MRPL3 MRPL51 MRPS15 MRPS24 MRTO4 MSL3 MTAP MVK MYL9 NABP2 NCALD NCBP1 NDUFA10 NDUFAF1 NDUFAF7 NDUFC2 NDUFS2 NEFH NF2 NHP2 NME2 NOA1 NOL6 NOL7 NR4A1 NSMCE4A OTC PABPC4 PADI2 PALD1 PC PCSK5 PDXK PES1 PGP PHF5A PHPT1 PIP4K2A PLPP2 PMFBP1 POGLUT2 POLR1D POP7 PPP1R14B PPP4C PRG2 PRKACA PTH1R PTPN18 PTPRS PUM3 PUS7 PYGB RAP1A RARS2 RBX1 RNF126 ROMO1 RPS15A SAE1 SC5D SCRG1 SDHAF1 SDHAF2 SEC16A SELENBP1 SELENON SFXN3 SH3BGRL3 SIDT2 SLC17A2 SLC18A1 SLC25A4 SLC39A11 SLC47A1 SLC50A1 SNRNP70 SPTBN1 STARD4 STOML2 STRBP SYNPO TAF10 TAF11 TFRC TIGD5 TIMP1 TLE6 TMEM199 TMEM50B TNFRSF18 TRMT1 TSGA13 TTC4 TUBGCP2 UFSP2 USP10 UTP11 UXT VAV3 VPS37A WDR45 XBP1 XPA YARS1 ZNF532 ZNF703 ZNF865 GSE17721_0.5H_VS_24H_CPG_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_0.5H_VS_24H_CPG_BMDC_DN ABCA1 ABCC3 ACP3 ACP5 ACSL5 ADAMTS4 ADGRE1 AGRN AKR1B15 AMPD3 ANKRD24 ANTXR1 AOAH ARHGAP21 ARHGEF3 ASNS BATF BCKDHB BCL2L13 BIRC3 BLNK BLTP3A BRD2 C18orf32 CAMSAP1 CAV1 CBR3 CCL5 CCND2 CCT3 CD200 CD72 CD82 CDKN2B CH25H CHM CHPT1 CLK1 COL5A1 CP CRBN CRTC2 CSDE1 CX3CR1 CXCL6 CYB5A CYP1B1 DENND5A DGAT2 DGKA DNAJB6 DNAJC1 DNMT3L DTX2 DUSP16 EBI3 ELL2 ENPP2 ENPP4 FAM114A1 FAM20B FAM53C FCGR3A FHIP1B FPR1 FSTL1 FYB1 GADD45B GBP2 GBP4 GBP6 GCLM GHITM GLIPR1 GOLGA7 GSTA3 GSTM1 GSTM5 H6PD HACE1 HCLS1 HLA-B HLA-E HSPA1B HSPB2 HSPH1 IFT22 IGF2BP2 IGFBP4 IKBKB IKBKE IL12A IL12B IRGM ITGA5 JAK2 KCTD1 LAD1 LAMP2 LLGL1 LMO4 LOX LRRK2 LYSMD3 LYST LZTFL1 MAML1 MARCHF5 MARCO MDFIC ME1 MMP2 MS4A7 MSANTD3 MTF2 MTHFD2 MTHFR MYLIP NLE1 NOS2 NPY NT5C3A NUPR1 OASL ORM1 PANX1 PARP14 PC PDGFRB PENK PIM2 PKP2 PKP4 PLA1A PLA2G4A PLPP1 PON3 POU2F2 PPFIBP2 PROCR PSD3 PTGR1 PTK2B RAB10 RAD17 RAPGEF1 RBM28 RDH11 REPS1 RGS1 RHOQ RIDA RNF135 RNF19B SACM1L SCHIP1 SEC14L1 SEC22B SERINC1 SERPINE1 SH3BP5 SLA SLAMF7 SLAMF9 SLC11A1 SLC13A3 SLC15A3 SLC1A2 SLC25A37 SLC28A2 SLC39A4 SLC48A1 SLC6A13 SLCO3A1 SLFN13 SLPI SNX10 SOS2 STAP1 SUSD2 SYNE1 TANK TAP1 TBCEL TJP1 TMED4 TMEFF1 TMEM119 TMEM165 TNIP1 TOR1AIP2 TRIM21 TRIP13 TRMT112 USP18 VEGFC VMP1 VNN2 ZNF146 ZNF281 GSE17721_0.5H_VS_24H_CPG_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_0.5H_VS_24H_CPG_BMDC_UP ABCD1 ABCD2 ACAA2 ACAT1 ACY1 ADGRE5 AIMP2 ALDH1A2 ALDH9A1 ALDOC APRT ARG1 ARL2 ASB4 ATG3 ATP5MC2 B3GNT5 BACH1 BATF3 C1QBP C1QTNF12 CA4 CBFA2T3 CCDC80 CCL17 CCN3 CCNH CCR2 CD300A CD300LF CD6 CD93 CDK4 CDKN1A CEACAM21 CENPA CENPT CHCHD10 CHMP4B CIITA CISH CLEC10A CLEC7A CMTM3 COMT CRIP1 DAGLB DEPTOR DOK2 DOLPP1 EBP EEF1G EPS8 ETFB ETHE1 EZR FANCA FKBP2 GCNT1 GFRA3 GLUL GMNN GNA15 GNB4 GNL3 GPR35 GPX3 GUK1 GYG1 HACD4 HAUS4 HAUS8 HEMK1 HLA-DMA HLX HMBS HSD17B4 IL11RA IQGAP2 IRAG2 ITGA6 ITGB7 JARID2 KCNK13 KLF4 LAP3 LGALS1 LPIN1 MCUB MICAL1 MICOS13 MRC1 MRPL23 MRPS23 MRTO4 MT1E MTSS1 MYCBP2 MYL12B NAAA NANS NDUFA12 NDUFB10 NDUFS3 NDUFS8 NFE2 NFIX NME1 NQO2 NSDHL OCSTAMP ODC1 OSGEP OXCT1 P2RY12 PALD1 PDCD1LG2 PDCD6 PGP PLCB2 PLGRKT PLXDC2 PNPO POLE3 PPARGC1B PPP1R14B PPP1R21 PPP4R1 PTGS1 PTPRO PYCARD PYGL QPCT RAB3IL1 RAB7A RAMP1 RASSF5 RGS14 RGS2 RIPK3 RMND5B RNASE2 RNASE4 RNF166 RNF187 RPS19 RPS25 RPS6KA3 RRAS2 RYR1 S100A11 S100A6 S100A9 SCML4 SDF2L1 SEPTIN4 SEPTIN6 SH3BP1 SIDT2 SLC25A15 SLC35C2 SMC6 SMYD2 SNX20 SOX4 SPINT1 SPP1 SPTSSA SSBP2 ST6GALNAC4 STAP2 TAF10 TBATA TEC TEX264 TF THYN1 TIMM8A TIMP2 TMEM37 TNFRSF1A TNS1 TSPAN4 TXN2 TXNIP TYROBP UBL4A UCK2 UNC119 UQCR11 UQCRQ VDR VPS37B VWF ZFP36L1 ZFYVE19 ZFYVE21 ZNF703 ZNF706 ZYX GSE17721_0.5H_VS_24H_GARDIQUIMOD_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_0.5H_VS_24H_GARDIQUIMOD_BMDC_DN ABCG2 ABR ABRACL ADCYAP1 AGFG2 ALKBH3 AMFR ANXA6 APAF1 ARFGEF1 ARHGAP21 ARHGEF12 ARIH1 ARL14EP ATAD1 ATP2A2 ATP6V0B ATP6V1A BANP BBLN C16orf87 C3AR1 C8orf82 CACYBP CAND1 CAPZA1 CARS1 CASP8 CCNI CCNL2 CD274 CD47 CDC42SE2 CDC73 CDK5 CFAP97 CHD1 CIAO2B CLRN3 CMPK2 CMTR1 COG8 COPB1 COPS2 COQ8A COX17 CREBZF CWC27 CYRIB DALRD3 DEF8 DENR DIPK2A DNAJC18 DRG1 DUSP19 DYNC1LI1 EED EHMT2 EIF3E ENPP2 EOLA1 ETFRF1 FAM174A FBXW11 FCGR3A FCHO1 FKBPL FNBP4 FNDC3A FZD7 GADD45B GALNT6 GHITM GLMP GNPTAB GPCPD1 GPR85 HECTD1 HLA-C HMMR HNRNPH3 HPS3 HSBP1 HSD11B1 HSD3B7 HSP90AA1 HVCN1 IFIH1 IFITM3 IGSF9 IL15 IL18BP IL36A INSIG2 JAK1 KCTD14 KDR KLHDC3 LACTB2 LARS1 LATS1 LCP2 LIPT2 LOXL3 LTA LTN1 MED14 MEMO1 MGST1 MOB2 MORN4 MRPL50 MSN MTURN NAMPT NAPG NDRG3 NFAT5 NGRN NOA1 NRF1 NT5C3A NUPR1 NXT1 PAGR1 PCGF6 PCNX1 PGAM2 PIAS2 POLA2 PPP2CA PRICKLE1 PSMB5 PSMB7 PTBP2 PTGIR PTK2 PXMP2 RAB18 RAB24 RAB8A RABIF RASGRP1 RBM7 RGS1 RIMOC1 RNF10 RNF11 RNF135 RNF146 RRS1 RUSC2 SACM1L SDF2 SEC23B SERF2 SERPINB9 SFMBT1 SHPRH SKP1 SLC22A4 SLC35A1 SLC6A8 SLK SMARCAD1 SNHG8 SNX18 SOCS3 SOCS4 SPIDR SPOP SREK1IP1 SRP54 SYPL1 TAF1B TAX1BP1 TBC1D10B TEFM TJP1 TM4SF5 TM9SF3 TMCC3 TMCO3 TMEM129 TMEM165 TMEM199 TMEM263 TMEM97 TNF TNKS2 TRIM27 TRMT2A UBE2O UBR4 VAV1 WDR48 YY1 ZNF227 ZNF260 GSE17721_0.5H_VS_24H_GARDIQUIMOD_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_0.5H_VS_24H_GARDIQUIMOD_BMDC_UP AATK ABCB9 ACY1 ALDH1B1 ALYREF ANKRD13A AP1G2 ARF6 ARHGAP1 ARHGAP17 ARPC2 ARPC5 ATF6 ATG7 ATP1A3 ATP5IF1 AVP B3GNTL1 BRMS1 BTK C5orf22 CACNA1F CDC6 CDCA5 CEP57L1 CHST7 CLMN CLUH CNP COL1A2 COL8A1 COPRS COX4I1 CRTAP CSNK1G2 CTNNBIP1 DAZAP2 DDX18 DDX54 DEPDC7 DGLUCY DHX16 DNAJC5 DOCK1 DOLPP1 EEF1B2 EIF3A ELP1 EMC10 ENC1 ENTPD1 EPHX1 ERG EXOC4 EXOSC8 F5 FAM120A FAM13B FANCL FLT1 FMC1 FOXO3 GATAD2B GFRA2 GFRA3 GNL3 GPATCH1 GRN GSTK1 HCST HEMK1 HMGN3 HRH2 HSPBP1 ID1 IL17RA IL4I1 IL4R INTS1 IRF6 KIFC1 KRAS KRTAP3-3 KXD1 LAMC2 LDHA LFNG LIPG LMAN2 LPGAT1 LSM4 LSM5 LSR MACROH2A1 MANSC1 MAP2K3 MCM4 MCTS1 MMP19 MPHOSPH6 MROH1 MRPL4 MRTFA MTX1 NAA10 NAP1L1 NCKIPSD NDUFB10 NHP2 NOP58 NSMCE2 NT5C NUCKS1 NUDCD2 OPN3 P2RY12 PABPC4 PDE1A PHKA2 PIP5KL1 PLEKHO2 PLPBP PLPP2 PLXDC1 PNPLA7 PNPO POLD2 POLR2A POLR2E PPP1R18 PPP2R5D PRDX4 PRKAG2 PSME1 PUF60 RAB1B RAI1 RAP2B RARG RASGRP4 RBMX2 RENBP RFC1 RGS18 RPL4 RPLP2 RPS6 RPS6KA4 SAP18 SAPCD1 SASH3 SDHC SDSL SEM1 SERPINB1 SFXN1 SIGIRR SIRT7 SLC25A4 SLC35A2 SLC38A3 SLC50A1 SLU7 SNRPG SRSF3 SS18 SS18L2 SSBP4 STK11IP TAF1C TBC1D22A TCEAL9 TEDC1 TFB2M THEG TIMM8A TMEM41A TNPO1 TPCN1 TRIB1 TSC1 TSPAN12 TWF2 UBALD1 UBE2R2 UBL7 UCN UQCRC2 UTP20 UXS1 UXT VEGFB VPS11 VPS13C VPS29 VPS9D1 WNK1 ZFP36L2 ZMAT3 ZNF706 GSE17721_0.5H_VS_24H_LPS_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_0.5H_VS_24H_LPS_BMDC_DN ABI1 ADAMTS7 ADRB3 AGFG1 ANXA5 AP1G1 APBB2 APPBP2 ARF4 ASNS ATF5 ATG12 ATOSB BCKDHB BCL2L14 BECN1 BST2 C5orf15 CAMTA2 CCDC71 CCL5 CD47 CD81 CDKN2D CHD6 CHIC2 CHRAC1 CNMD COG6 COL4A4 COL5A1 CPA5 CPD CPEB1 CREBZF CRELD1 CYBB CYBC1 CYP1B1 CYP4F3 DDIT3 DLK1 DLL4 EMC7 ENKD1 EPHA1 ERCC3 ETNK1 EVC FABP3 FBXO33 G3BP2 GBE1 GBP4 GDI1 GID4 GJB3 GRB2 GRINA GSPT1 GSTM1 GTPBP2 GYPC H2AC25 HAX1 HDAC6 HMG20A HP1BP3 HSPA1A HTATIP2 IL9R IMP3 IREB2 IRF8 IRGM ITGA4 KCNE1 KDR KIAA1143 KLHL24 KLRD1 LRRC41 LTC4S LYSMD3 MAFG MARCO MDFIC METTL3 MFSD6 MGST2 MITD1 MKKS MOCS2 MORN3 MTF1 MX2 NAB1 NDP NDUFA7 NEDD8 NIPAL2 NIT1 NKIRAS1 NOXO1 NR0B2 NUMBL NUPR1 OSGIN1 OSTF1 OTUD7B P4HA2 PARD3B PARD6A PC PCDHB12 PDIA5 PEX19 PGM1 PHYHD1 PIK3CG PMPCA PMVK PNKD POLR1C POLR1E POLR2C POMC PPP1CB PPP1R2P1 PPT2 PSENEN PTGDR2 PTGR1 PTGR3 RAB10 RAB23 RAB33B RDH13 RHBDD3 RNF149 RNF5 SCHIP1 SEMA3C SLAMF6 SLC17A2 SLC23A3 SLC28A2 SLC39A4 SLFN12L SLFN13 SMPD4 SNX10 SNX15 SOWAHC SRI SRRM1 ST3GAL1 STXBP3 SYNJ2BP SYPL2 TAGLN2 TAP1 TDGF1 TGFBI TLE2 TMA16 TMCO3 TMED7 TMEM183A TMEM33 TMEM38B TMEM39A TNRC6A TPBG TPD52L2 TPGS1 TRAT1 TRMT112 TSPAN33 TULP1 UBE2L6 UBOX5 UBR1 UBXN10 UBXN8 USO1 USP15 UTP11 VAMP8 VEGFC VPS16 WASHC3 WDR6 XCR1 ZFAND2A ZFAND3 ZNF189 ZNF605 ZNF821 GSE17721_0.5H_VS_24H_LPS_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_0.5H_VS_24H_LPS_BMDC_UP AAAS ABCF1 ACTN2 ADCY4 AHR AKR1B1 AKR1B10 AKR7A2 ALDH18A1 ANAPC15 ANXA1 ANXA3 APCDD1 APOC2 AQP1 ARMC6 ARRB1 ASB5 ASPM ASPRV1 ATG3 ATP5ME ATP5MG CA14 CCDC9 CCT6A CD164 CD300C CD48 CD93 CDC20 CDKN2C CENPM CENPT CENPV CEP250 CHDH CLINT1 CORO1A CPA3 CTNNA1 CXCL14 DAG1 DBH DCAF11 DCAF4 DDX39B DENND4B DGLUCY DNAJC9 DPP7 DUSP6 ECHDC3 EEF1B2 EEPD1 EMC8 EML5 ENC1 EPRS1 ERCC6L FASN FBLN5 FGF14 FKBP11 FKBP1A FKBP1B FOXL1 FRRS1 GADD45GIP1 GALC GALNT2 GASK1B GLCCI1 GMPR GNAO1 GP1BB GPR146 GUSB H1-10 HAUS8 HHEX HIGD2A HLA-DMA HLA-DRA HMGCS1 HYOU1 IFT80 IRX5 JARID2 KCNJ3 KIF1C KLF5 KLK6 KXD1 LAP3 LCMT1 LEPR LETM1 LGALS2 LGALSL LHB LPGAT1 LSM3 LYAR LYSMD2 MARVELD2 MED25 MED29 MEIG1 MLH1 MLLT10 MMP12 MMP23B MRPL21 MRPL23 MRPL51 MRPL52 MRPS24 MRPS28 MUC13 MYL6 NDRG4 NDUFAB1 NELL2 NEPRO NSMF NUDC PADI3 PDXK PDZK1IP1 PI4KA PIGF PITX3 PKP3 POLR2F PPP4R1 PRRC1 PTPN6 QRSL1 RAB1B RAD1 RAMP1 RAP2A RBM42 RECQL4 REEP6 RFC1 RGS10 RND3 RNH1 RPL31 RPS14 S100A1 SC5D SCGB3A1 SCNN1A SELENOP SERPINB7 SETD4 SHMT1 SIDT2 SLC7A7 SOBP SOCS6 SPA17 SRSF9 SSBP2 SSR4 STEAP1 STRBP SUPT16H SYNPO SYT9 TACR2 TAF10 TBX4 TFEB TFF2 THRAP3 THYN1 TIMM8A TK1 TKT TMEM131 TOPBP1 TRIB2 TRIM11 TRMT1 TSPAN14 TSPAN5 TUBA1B URI1 UXT VOPP1 WASL WDR43 XRCC6 ZMPSTE24 ZRSR2 GSE17721_0.5H_VS_24H_PAM3CSK4_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_0.5H_VS_24H_PAM3CSK4_BMDC_DN ABCB1 ABCC3 ABHD17C ACOT7 ACSL5 ADAD1 AHSA1 AKNA ALCAM ANAPC1 ARHGAP12 ASF1A ASH2L ATF4 ATP2A2 ATP5F1E BCDIN3D BET1 BPNT1 C11orf58 C16orf87 C18orf32 C1S C21orf62 C5 CABLES2 CAPZA1 CCDC107 CCNT1 CD1D CD9 CDC27 CDH6 CDK2AP1 CDKN2AIPNL CHAC2 CHIC2 CHMP5 CIB1 CISD1 CLIP1 CLK4 CNOT8 CNPY2 COMMD6 COPB1 CPD CPNE3 CREBZF CSMD1 CYB5R4 DAPK1 DBI DCBLD2 DCN DENND5A DHPS DNAJB6 DNAJC28 DOCK5 DYNLRB1 DYNLT3 EEF1E1 EIF1AX ENPP2 EPM2AIP1 ERGIC2 ETFBKMT FBXO4 FGF3 FZD3 GDI1 GGH GHR GK GLYR1 GORASP1 GPR85 GRAMD2B GSS GUCA1A HADHA HDAC2 HECTD1 HIF1A HLCS HPS3 HSD17B12 HSPA9 HSPH1 IAH1 ITGAV ITM2B JAG1 JAK1 KCNA3 KCTD14 KHDC4 KLF3 KLHL7 LACTB2 LAPTM4A LCP2 LIF LMBRD1 LRBA LRRC40 LTC4S LUC7L3 MAGED1 MAP1LC3B MAP3K7 MDM2 MPLKIP MRPL57 MTF2 MYOF NET1 NEU1 NIF3L1 NINJ1 NR1H2 NUB1 ODR4 PAICS PAPSS1 PARP8 PATZ1 PC PCBP4 PDE6G PDZRN3 PHKB PLA2G2E PLCB4 PLRG1 PMPCB POLA2 PPP1R11 PTPN1 PTPRK RAB10 RAB24 RABAC1 RAF1 RAMAC RDH14 RHOT1 RNF11 RPL7L1 SASH1 SCD SEC14L1 SEC24D SENP6 SERF2 SERINC3 SIGLEC7 SLAMF9 SLC25A10 SLC25A17 SLC27A4 SMIM14 SMPD2 SNX18 SOCS1 SPATA13 SPRYD7 STUB1 TAX1BP1 TBCE TCF4 TFPI TK1 TLK2 TM2D3 TM4SF5 TMA16 TMED5 TMEM184C TNPO2 TRAPPC13 TRMT1L TRPC4AP TTC39C TXLNB UBE2B UBE2M UBE2W USP47 VCAM1 WBP2 WDR13 ZC3H11A ZC3H12A ZC3H8 ZDHHC20 ZNF451 ZNF841 ZSWIM7 GSE17721_0.5H_VS_24H_PAM3CSK4_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_0.5H_VS_24H_PAM3CSK4_BMDC_UP ABCG1 ABHD2 ACAA2 AFG1L ALDH18A1 ALDH1A2 ANAPC5 AP3D1 ARF5 ARF6 ARHGAP1 ARPC5 ATF1 ATP5PO ATP6V1B2 AURKA AXIN2 BIN3 BTC C1D CAPN2 CBX6 CCL24 CCNH CD244 CLEC6A CNP COMT COQ5 COX5A CSK DCAF4 DDR2 DDX39B DDX54 DIABLO DNAJC2 DNAJC3 DNAJC5 DNPEP DOCK1 DUS1L DUSP10 DUT EEF1AKMT1 EEF1B2 EHBP1L1 EI24 EID1 EIF5A ELOVL1 ELP1 ENDOD1 EPS15L1 EVI5 FARSA FGF18 FKBP1A GALM GDAP2 GJD2 GLRX3 GNG10 GRSF1 GTF2F1 GTF3C5 H2AC25 HBEGF HDAC3 HEBP2 HECTD3 HIVEP1 HLA-E HNRNPF HOMER1 HSPBP1 IDH3A IFI27L2 IGF2R IL2 IL7R INSL6 JUN KCNU1 KDR LAPTM4B LARP1 LARP7 LSM7 LYPLA2 MBD1 MCUB MDH2 MEF2C METAP2 MFAP1 MIDN MIEN1 MRPL2 MUC1 MVP MXD1 NDUFA5 NDUFB5 NFATC2IP NIPA2 NR2F6 NRTN NUDT16L1 PA2G4 PADI4 PBDC1 PELO PGLYRP1 PI4KA PIGA PIGO PIGX PIP5K1C PLA2G15 PLAAT3 PLCG2 PLEKHF1 PMM2 PNPO POLE3 POM121 PPARG PPIB PPP1R17 PRR15 PRRC1 PSME1 PTGER4 PTPN2 PTPN9 R3HCC1 RAB5IF RASGRP4 RASSF8 RELL1 RELN REXO1 RNF34 RPL13 RPN1 RPP40 RPS11 RPS21 RRN3 RTP4 RTTN RWDD1 S100A1 S100A13 SAAL1 SCAF8 SCAMP2 SCAND1 SCGB3A2 SEC16B SELPLG SERPINF1 SH3BP5L SHE SLC12A7 SLC25A3 SLC35F6 SLC38A3 SLC52A2 SLC7A8 SMC3 SND1 SNX3 SSBP4 STEAP3 TAS2R1 TF TIAM1 TMEM51 TMEM53 TNFRSF9 TOMM40L TRAM1 TREX1 TSPAN14 TSR1 TTC13 UAP1L1 UBE2G2 UQCRC2 USP7 VIM VRK3 WDSUB1 YWHAH ZBTB45 ZFP64 ZFP90 ZW10 GSE17721_0.5H_VS_24H_POLYIC_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_0.5H_VS_24H_POLYIC_BMDC_DN ABR ADAT1 AGR3 AIG1 AKR1B10 ANXA5 ANXA9 APBB2 ARC ARF4 ARPC1A ART3 ASB3 ATP10A ATP1B2 ATP2C1 ATP6V1C1 BAZ2A BCDIN3D BNIP2 C1orf52 C5orf15 CAPZA1 CCDC127 CCL5 CD14 CD200 CD47 CD82 CDK20 CDK5RAP2 CHIC2 CLEC4E CLEC5A CMIP CMTR1 CNP COG6 COG8 CSF2RA CTTNBP2NL CXCR4 CYBB DCAKD DDHD1 DDX17 DPCD DPM2 DRAM2 EDEM3 ELOF1 EMC7 ENG EPSTI1 ERGIC2 ETV3 FBRS FBXW11 FER FGL2 FNBP4 G3BP2 GALC GDE1 GDI1 GK2 GNG11 GUCD1 HDAC6 HPS4 HSD17B13 HTATIP2 IFI30 IFT57 IQSEC1 IRF8 ITGA4 KATNA1 KDM1A KEAP1 KIN KL KLRK1 KMT2E LAMB1 LTC4S MAN1A2 MARK4 MBP MCMBP MED20 MFAP1 MGAT2 MLLT10 MMP14 MOB1A MPP1 MSL1 MSN MTMR7 N4BP2L1 NAA30 NAA40 NAB1 NEU3 NIPAL2 NIT1 NOTCH1 OAS2 OAZ2 OSBPL11 PARD6A PCYOX1 PDCL PDK3 PEX11A PGD PLCZ1 PLEKHA3 PLEKHN1 PNRC1 POLB POLR1C POLR1D PON3 POU3F3 PPP1R2P1 PPP2R5A PRDX1 PRKCH PRKG2 PRPF38A PRPS2 PSME3 PSME3IP1 PTPN6 QSER1 RABGGTB RABIF RBM43 RBM47 RBM7 RCE1 RIPK2 RNF167 RPE SALL3 SECISBP2 SELENOM SETDB1 SHC1 SKI SLC28A2 SLC29A3 SLC2A5 SLC30A7 SLC39A4 SLC41A2 SLC5A3 SMAGP SMC5 SMOX SNX10 SNX14 SNX2 SPEG SPEN SPTLC1 STARD3 STARD3NL STXBP1 STXBP3 SYF2 THOC1 THRAP3 TIMM10B TLE2 TMEM131L TMEM179B TMEM19 TMEM38B TMUB2 TNFRSF1B TNRC6A TPRA1 TRIP11 TRIP12 TRMT1L TTC39C TUT1 UBE2I UBXN8 VPREB1 WBP2 ZBP1 ZBTB20 ZEB1 ZFAND2A ZNF574 GSE17721_0.5H_VS_24H_POLYIC_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_0.5H_VS_24H_POLYIC_BMDC_UP AAAS ABCF1 ACO2 ADK ADSL AHCTF1 AKR1B1 AKR7A2 ALDOA ALOX15B ALPG ANKH ANP32E ANXA3 APOBEC2 AVPI1 BPGM BTBD1 C12orf4 C19orf53 CAPZA2 CCL1 CCL13 CCNA2 CCT7 CD164 CD22 CD48 CD81 CDC20 CDK4 CDKN1A CEACAM21 CEMIP CENPT CETN2 CGREF1 CHST7 CHURC1 CIITA CLDN14 CLDN6 COMT CPZ DAG1 DAPK1 DDR2 DDX39B DNAJB11 DNAJC27 DNAJC3 DNASE2B DUS3L EBP EEPD1 EIF5A ELOVL6 EMC2 FABP7 FAM81A FGFR2 FMO1 FURIN GAB3 GCG GDAP1 GDF15 GFM1 GNMT GSTO1 GUSB H2AX HAUS4 HEBP1 HIP1 HNRNPL HPF1 HPRT1 HSD3B2 ICOS IMP3 IMPA2 INTS1 IPO4 IRS1 ITGA9 KCNS2 KIAA1143 KMO LAMTOR4 LEPROT LHCGR LRRC59 LXN LYAR MAFF MCM2 MLYCD MMP17 MOS MRPL28 MRPL48 MRPL51 MRPS2 MRPS24 MSLN MT2A MTDH MVK MYBL2 MYH1 NAA38 NDRG2 NDUFB2 NHP2 NKD1 NME2 NUBP1 NUP85 NUP93 OMD OPN3 OSTC PABPC4 PALD1 PARS2 PCID2 PEX19 PFKP PGF PHF5A PHKG2 PI4KA PITX1 POLR2B POLR2H POU6F1 PPIB PPIC PPIE PPP1R18 PPP4C PRIMA1 PRKCD PRMT7 PTPN1 PUS7 QDPR RALGDS RAP1A RBBP7 RBM10 RGS10 RP1 RPL28 RPL6 RPLP1 RPS15A RRN3 RRP1B S100A9 SAPCD1 SASH3 SCRT1 SELENOP SELENOV SERHL2 SESN1 SHMT1 SLC7A5 SMC3 SPRR2F SRP14 SRSF9 SSR4 STIL STK10 STMN4 SUZ12 TALDO1 TAS1R1 TBRG4 TDO2 TF TIMMDC1 TM4SF4 TMED9 TNFAIP8 TNFRSF18 TOMM40L TRMT10A UNC5C UXT WDR12 WNT7B ZC3H18 ZDHHC6 ZIC4 GSE17721_0.5H_VS_4H_CPG_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_0.5H_VS_4H_CPG_BMDC_DN ABCA1 ADAM17 ADGRE1 AFF1 AFTPH AIM2 ALCAM ALPK2 ANXA1 APBB1IP ARHGEF3 ARL14EP ASB13 ASF1A ATP10A B4GALT4 BCL9 BIRC3 CACNA1D CALCRL CAMLG CCDC198 CCL5 CCNJ CD247 CD72 CHM COCH COL10A1 COL4A6 COP1 CP CPEB4 CPTP CRBN CREB1 CRY1 CSF1 CWC22 DENND5A DLL4 DNAJC1 DPF2 DSCAML1 DUSP14 DUSP16 E2F8 ECE1 EDN1 EIF1AY ELL2 ENO2 ENPP4 ETS2 EYA3 F10 F11R FAM53C FBXW11 FCGR3A FDFT1 FNDC3A FPR1 GABARAPL2 GALNT10 GBP7 GCA GFI1 GHITM GOLGA3 GPD2 GPR85 GRAMD2B HBEGF HELZ2 HLA-G ICAM1 IFI35 IFITM2 IGF2BP2 IKBKB IKBKE IL15 IL18 IL23A IL36A IRGM ISG20 ITGA5 ITGAV JAG1 JAK2 KAT2B KCTD10 KIF5C LAP3 LIMS4 LMO4 LTA LY96 MAFK MAGOHB MAPKAPK2 ME1 MITD1 MKI67 MOB4 MPC1 MSANTD3 MTDH MTF2 MTHFR MTMR14 MYLK NAT1 NCK2 NFKB1 NLRP3 NNAT NOS2 NPPC NRP2 NUPR1 PALS1 PDGFRB PENK PHC2 PILRA PKP4 PLAGL2 PLCD1 POU3F1 PPFIBP2 PPP1R15B PPP2R2A PSMD12 PTGES PTK2B RAB10 RAB1A RAB3IP RBL1 RDH11 REL REPS1 RFFL RFK RMDN3 RNF19A RNF19B RPS6KA2 RRAGD RTN1 RTP4 SATB2 SCML4 SERINC1 SERPINC1 SGCB SHFL SLC15A3 SLC1A2 SLC25A37 SLC27A2 SLC28A2 SLC39A14 SLC6A13 STARD5 STX6 STXBP1 SYNE2 SYNPO2 TANK TAP1 TBC1D1 TBC1D13 TENT2 TFG TGM2 THEMIS2 TJP1 TNFSF10 TNFSF8 TOP1 TOR1AIP2 TOR3A TOX4 TRA2A TRIM26 TSLP TTC1 TUT7 UBA7 UPP1 VNN2 WNK1 XYLT2 YTHDF1 ZC3H15 ZNF436 GSE17721_0.5H_VS_4H_CPG_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_0.5H_VS_4H_CPG_BMDC_UP ABCG1 ABL1 ADAM10 ADAM19 ADCY7 ADD1 ADIPOR2 AFG1L AHCYL2 AHSA1 AIF1 AIRN ALG2 ANGPTL4 APPL2 ARHGAP9 ARPC1B ARRB1 ARRDC1 ATG3 AURKA AURKB BACE1 BCAS2 BLTP3A CAMK1D CASP9 CCDC115 CD300C CDC20 CDK4 CDKAL1 CHST12 CIB1 CIITA CLUH COPRS COQ8B CORO2A CRAT CRIP1 CTDNEP1 CUTA DDX18 DGKA DMAC1 DNMT1 DUSP3 EIF4EBP2 EPB41L1 EPN1 ERLIN1 ETFRF1 EVI2B FAAP20 FCGR2A GALC GGNBP2 GNB5 GNL3 GOLM1 GPR180 GPR65 GPSM3 GRAMD4 GSN HAUS3 HAUS4 HAUS8 HEMK1 HMGA1 HMGCL HS2ST1 HSD17B4 ICA1 IDH1 IMPA2 IQGAP2 IRAG2 ITCH ITPR1 KIAA0930 KIF18A KIF2A KLHL22 LAGE3 LFNG LZTR1 MAGEE1 MANBA MAST3 MCFD2 MCM4 MICAL1 MKNK1 MKNK2 MLEC MMACHC MRPL47 MRPS16 MRPS23 MRPS26 MRTFA MTA3 MTHFD1 MTSS1 MYO18A MYO9B NAAA NCKIPSD NCOR2 NDUFS3 NFATC3 NFIC NOP2 OCEL1 ODR4 PALD1 PDCD6 PDXK PEX6 PHF7 PHKG2 PIP4K2C PIP4P2 PJA1 PLEKHA1 PNPLA7 PNPO POLD1 POLR2E POLR2I PPP1CA PPP1R14B PPP1R21 PRCP PSMG2 PTGS1 QRSL1 RAB40C RBM39 RPA1 RRM2 SDF2L1 SELENBP1 SENP3 SKI SLA SLC25A15 SLC25A39 SLC35C2 SMC3 SMC6 SMYD2 SNX3 SORT1 SP1 SPTSSA SRPK2 SSBP2 SSNA1 STAB1 STT3B SURF1 TBC1D14 TBC1D20 TBL1XR1 TEF TEX264 TGFBR1 TGFBR2 TIMM44 TIMM50 TIMM8A TMEM131 TMEM37 TMX2 TNPO1 TOP2B TPCN1 TPCN2 TPD52 TPRA1 TRIM41 TSPAN4 TTC27 TXN2 UBAC1 UCK2 UNC119 VIPAS39 VOPP1 VPS53 WBP11 WDR75 ZBTB20 ZFYVE19 ZMYND8 ZNF703 ZNF706 GSE17721_0.5H_VS_4H_GARDIQUIMOD_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_0.5H_VS_4H_GARDIQUIMOD_BMDC_DN ABR ACKR1 ACKR3 ACP2 ADAM17 ADGRF1 ADGRL4 ADHFE1 AKT3 ALKBH3 AMFR ANTXR2 APPBP2 ARID5B ARL1 ARL14EP ARMCX3 ATF2 ATF3 ATP1B1 BIRC3 BLNK BMI1 BRD2 BTG3 C16orf87 C21orf91 C9orf40 CALCRL CAMK2D CARMIL1 CAVIN4 CD5L CD80 CHRD CHRND CLDN3 CLTC CMTR1 COIL CRK CRYBA2 CSF1 CST7 CYP2F1 DACH1 DDHD1 DDX60 DEFB4A DLGAP4 DPP8 DTWD1 DUSP16 EBI3 EIF4A1 ENTR1 FAM114A2 FAM184B FAM53C FBRS FBXO33 FMR1 FSTL1 GABPA GABRB1 GDI1 GHRHR GPR85 HACE1 HCCS HECTD1 HSD17B12 HSP90B1 HVCN1 IFIH1 IFITM10 IFNAR1 IFNAR2 IKBKE IL15RA IL17RA IL36G INAVA IRF1 ITGAV ITPR2 KCTD14 KIF3C KLF3 KLF6 KPNA1 LATS2 LBH LDLRAD4 LEP LPAR1 LPP LTN1 LYN MAN1A2 MAN2A1 MAP4K5 MAPK8 MDFIC ME1 MFSD1 MSANTD3 MSN MT2A MYEF2 MYNN NADK NAMPT NCAN NFKBIA NFKBIB NPPC NR3C1 NRG4 NT5C3A NUDCD1 NUMB NUS1 NXF1 PABIR1 PARP8 PDE8A PDLIM7 PELI1 PI4K2B PIAS1 PIM3 PLAT PLAUR PLEKHF2 PLPP7 POLR3D PPM1B PPP6C PRPF38A PTPN11 RAB8A RABGEF1 RAC1 RAI14 RAP1B RARS1 RCL1 RGS9 RND3 RNF11 RUFY3 RUSC2 RXYLT1 SACM1L SASH1 SAV1 SERINC1 SLC25A29 SLC30A7 SLC41A1 SLC44A1 SLCO5A1 SLK SNAPC3 SNX4 SRSF10 SRSF11 STAC2 STX12 SUOX SUSD2 SYNCRIP TADA1 TAF1B TBPL1 TGM2 TM9SF4 TNFRSF1B TNKS1BP1 TOP1 TOR3A TP63 TRPM1 UBA3 UBE2B UBE3A UBXN8 UFM1 USP47 VASP VCL VEGFC WDR48 YIPF4 ZFYVE16 ZNF189 ZNF260 ZNF565 ZNRF1 GSE17721_0.5H_VS_4H_GARDIQUIMOD_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_0.5H_VS_4H_GARDIQUIMOD_BMDC_UP ABHD4 ABHD8 ACOT8 ACYP1 ADGRE5 AFG1L AKR1A1 AMIGO1 ANAPC5 AP1M1 APOB ARSA ASB4 ATP13A2 ATP5IF1 ATRX AURKA AURKAIP1 B3GNT2 BLTP2 BORCS5 BRCA2 C14orf119 C1QTNF12 C1orf174 C3orf38 C9orf78 CAMK2B CCT5 CDK2AP1 CHCHD7 CHMP6 CISD1 CLEC4A CLNS1A CLTA COMMD9 COPRS COPS4 COQ8A COQ9 CPSF3 CSGALNACT2 CYSLTR1 DBNDD2 DGKZ DGUOK DHX57 DNAJC9 DOLPP1 DPCD DRAP1 DUSP19 EEF1AKMT1 EEIG1 EGR1 EGR2 EHD4 ELAPOR1 EMC6 ERLIN1 EXOSC8 FAM149B1 FAM50A FANCF FBXL6 FCGR3A FES FIZ1 GALK2 GATAD1 GATD3 GCNT1 GPANK1 GPNMB GPR3 GPS1 GSN GSTA5 HACD3 HACD4 HIGD1C HMG20B HSD11B2 IARS1 ICA1 ICOS ID1 IGFBP4 INTS3 IQGAP2 ITGA6 ITPKA KIAA0513 KIF3A LDHA LPCAT1 MACROH2A1 MAF1 MCUB METAP2 MFAP1 MFSD6 MNT MRPL15 MRPL37 MRPL44 MRPS21 MRPS23 MTERF4 MTIF2 MTX1 MTX2 NDP NDUFS3 NELFE NKIRAS1 NOMO1 NUCB2 NUCKS1 OMA1 PBDC1 PBX1 PER1 PEX3 PHF5A PITPNM1 PKIG PLCB2 PLEKHO1 PNKD POLD2 POLE3 POLR2G POLR3GL PREPL PRKACA PRKAG2 PRKCSH PRM3 PSMG1 PSPH PTS RAP1GAP RGS18 RHOG RIPK3 RNF187 RPL19 RPN1 SARS1 SEMA6B SESN3 SF3A1 SH2D1B SIRT7 SKIC8 SLC25A51 SLC35A2 SLC35F6 SLC38A1 SLC50A1 SLC7A5 SMARCA2 SMPD1 SNX2 SPG11 SPHK2 SPTSSA SSBP3 SURF2 TAF13 TAS2R4 TBC1D22A TBL1XR1 TEDC1 TEX264 TFEB TIMM50 TIMP2 TM2D2 TMEM129 TPK1 TSPAN14 TTLL1 UBA2 UBE2V1 UBXN1 UNC119 UTP20 VAMP1 VARS1 VPS11 VPS13C WDR75 ZFP36L1 ZFP36L2 ZKSCAN3 ZMAT3 ZSCAN12 GSE17721_0.5H_VS_4H_LPS_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_0.5H_VS_4H_LPS_BMDC_DN ABI1 ACRBP ACTN1 AP1G1 APBB1IP APBB2 ARHGAP17 ARTN ATAD2B ATL3 ATM ATP6V1E1 BATF BCL11B BIRC3 BMPR1A BMX C19orf12 CACYBP CAMK2A CAVIN3 CCDC65 CCDC71L CCL13 CCNJ CD70 CHIC2 CHRNA5 CHTF8 CRBN CREBRF CSDE1 CWC15 CXCL6 CYSTM1 DBR1 DNM3 DUSP16 DYNC1I1 EBI3 ECE2 EGFR ELAVL4 ELL2 ELOC ESR1 ETS2 F3 FAAH FABP9 FAM107B FAM241B FAM83F FGF22 FNBP4 FRMD6 FUT7 GAPDHS GBP2 GCA GDNF GINM1 GK GK2 GLIPR1L2 GNA13 GRB7 GRHL2 GRP GYPC HBG2 HINFP HK2 HOXC13 HP1BP3 HRH3 HSPA1B ICOS IL10RB IL18 IL23A IL36RN INSM1 IQGAP1 IRGM ITGB1 KATNBL1 KEAP1 KHDC4 KLHL13 KRT33B LAMB3 LHX6 LIF LMO4 LOXL1 LY96 LZTFL1 M1AP MACROD2 MARCO MCMBP MEP1B METAP1 METTL6 MGAT5 MMP14 MOSPD2 MPP1 MT4 MYF5 NAMPT NEAT1 NFKB1 NOS2 OLR1 ORM1 PALLD PARP14 PI15 PI4K2A PIKFYVE PITPNM2 PLEKHA5 PLEKHF2 PLXNB3 PMFBP1 PMPCB POLR2C PON3 PPP1CB PPP1R15A PPP1R2P1 PRKAR1B PRKG2 PROCR PTPRE RAB10 RAB32 RBM43 RBM47 RGL1 RILPL1 RNF2 RNF34 RPE RSPO1 RUNX2 SAA4 SAPCD1 SEMA4G SEPTIN2 SERPINB9 SERPINE1 SIX1 SLC30A3 SLC39A8 SLC44A1 SLC5A11 SLC6A13 SLC9A8 SOCS1 SPTLC2 STARD5 STAT2 STAT5A STAU1 STK40 STXBP1 STXBP3 TANC1 TBK1 TCF25 TCF4 TIMP1 TJAP1 TMA16 TMEM79 TNF TOR3A TPR TRA2B TRAF5 TRIM25 TRIM26 TRMT1L UBAP1 UBE2D1 UBE2E1 UBE2J1 UNK UPF2 UPK3B VCL WSB2 WWC2 ZBP1 ZDHHC5 ZFP62 ZNF189 GSE17721_0.5H_VS_4H_LPS_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_0.5H_VS_4H_LPS_BMDC_UP ABCF1 ADRB2 AIRN AKR1B10 AKR7A2 ALKBH4 ANLN ANP32B ARMC6 ARMC7 ATOSB ATP5F1A ATP5MG BABAM1 BDH1 BRAT1 C14orf119 C1QBP C6orf136 CAPN7 CCAR2 CCDC115 CCT6A CD93 CEP20 CNOT6L CPPED1 CRADD CRCP CRTAP CTR9 CXCR4 CYRIB DIP2B DMAC1 DNAJC9 DPH2 DPP7 DTNBP1 DZIP1 ECHDC1 ECHDC3 EEF1B2 EEPD1 EIF3F ELOVL6 EMC10 ENPP1 EPRS1 EVI5 FAM111A FAM162A FAM193B FASTKD1 FRRS1 FUOM GDPD3 GPS1 GPT GRB2 H2AX HABP4 HARS1 HCFC1 HEBP1 HELZ HEXIM1 HIP1 HOXA1 HTATIP2 IDH3A IFI30 INPP5E IPO4 KLF16 KLHL22 KRT10 LAPTM4B LDHA LDLRAP1 LHCGR LIMK1 LMNB2 LXN LZTR1 MAU2 MBL2 MCM2 MCM7 MDH2 MED11 MFSD4B MGAT2 MIDN MKNK2 MPDU1 MRPL2 MRPL28 MRPL36 MRPL48 MRPL51 MRPS24 MTAP NAF1 NANS NAXE NDUFA10 NDUFB3 NEU1 NGRN NLK NR1D2 NSF NSMCE3 NUDC NUDT3 ORC5 OSBP PAG1 PAGR1 PALD1 PGP PGRMC2 PLD1 PLEKHG2 PMM2 POLE3 PPIL4 PPP1R18 PRKCD PTP4A2 PTS PUM3 RAB1B RAB31 RAB7A RAD23A RAP1A RASSF5 REV3L REXO2 RGS10 RGS19 RHOG RNF126 RNH1 RPL13 RPL6 RPS15A RRP1B SCEL SCP2 SEC16A SKP1 SLC15A4 SLC16A3 SLC16A6 SLC25A38 SLC25A39 SLC26A6 SLC2A1 SLC39A13 SLC4A8 SLC50A1 SLC7A13 SNX14 SSBP2 STOML2 STRA8 STRBP SUPT16H SYNPO TAF10 TBL2 TECPR1 TECR TESK2 TGFBI TGFBR1 TIAL1 TIAM1 TIMM10B TMEM14C TMEM185A TMEM203 TMEM33 TMEM50B TOMM20 TOPBP1 TP53 TRMT1 TXN2 UGGT1 VDAC1 VOPP1 WDR20 XBP1 ZMIZ2 ZMYM4 ZNF287 GSE17721_0.5H_VS_4H_PAM3CSK4_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_0.5H_VS_4H_PAM3CSK4_BMDC_DN ABRACL ACOX3 AOAH APLP2 ASAP1 ATF2 ATF4 AZIN1 BCDIN3D BCL7C BCL9 BHLHE41 BLOC1S4 BMP6 BRAF BRWD1 BTF3L4 C11orf91 C14orf180 C16orf87 CAPZA1 CARMIL1 CD70 CD80 CDV3 CHORDC1 CHRNG CNTN4 COG4 COPG1 CPN1 CRK DAO DAPK3 DDA1 DDX42 DPPA2 DYNC1LI1 ECI2 EDN1 EIF1B EIF3E ELAVL1 EMC2 ENDOD1 ERGIC2 EXTL3 F10 FAAH FAM184B FAR1 FBXO33 FKBPL FMNL3 GALNTL5 GATAD2A GBE1 GBGT1 GBP2 GFPT1 GOPC GPR155 GRAMD1A GSTA3 HSD17B13 IL1RL2 IL2RG ITGA8 ITIH3 ITSN1 JAK1 JDP2 KCTD1 KICS2 KIF5C KRT25 LACTB2 LHX2 LHX9 LIN7C LPP LRRC26 LRRK2 LSS LTN1 M6PR MAP3K2 MAP3K7 MAP4K3 MAPKAPK2 MFSD1 MGAT2 MMP17 MNX1 MOB1B MTURN MYO10 NAA15 NCK1 NCOA2 NDE1 NDUFA7 NEDD1 NEUROG3 NID1 NNAT NR1H3 OTUD4 PARP8 PFKP PGLYRP2 PHF3 PIPOX PKP4 PLAAT3 PLEKHO2 PLSCR1 POP7 PPP2CB PPP6C PRPF38A PSMD14 PSME3IP1 PSPC1 PTPN1 PTPRB PWP1 RAB2A RAD23B RASA2 RB1CC1 RBFOX2 RBM25 RCL1 RFFL RGS5 RHOT1 RIOX2 RNASET2 RNF121 RNF13 RNF19A RPL24 RPS2 RSRP1 SAMD8 SDC4 SEC13 SEPHS2 SERINC1 SFPQ SGMS1 SGO1 SLC25A17 SLC4A2 SLC4A7 SLC6A12 SLFN12L SMOC2 SNAPC3 SOCS1 SPON1 SRP54 SRSF1 SRXN1 SSPN STEAP1 STYX SUGT1 TAL2 TANC1 TBC1D1 TBK1 TCF3 TDRD1 TEAD2 TMEM128 TMEM143 TNNT2 TPBG TSHZ2 TUSC3 UBE2W UPP1 USB1 USP38 VAPA VCP VPS26A VPS35 WASHC4 WSB1 YME1L1 YTHDC1 YY1 ZDHHC12 ZFYVE16 ZNF207 ZNF22 ZWINT GSE17721_0.5H_VS_4H_PAM3CSK4_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_0.5H_VS_4H_PAM3CSK4_BMDC_UP ABHD17A ACOX1 AIF1 ALDH18A1 ALDH9A1 AP1G2 APOBEC1 ARFIP2 ARG1 ARHGAP23 ARL3 ARL6IP4 ASB4 ATF6 ATG5 ATP5F1E ATP5IF1 ATP6V1B2 ATP6V1D C12orf57 C19orf48P C1D C2CD2L CAMK1D CASQ1 CAT CBX6 CCR2 CD6 CDC37 CDCA7L CLEC6A CNR2 COMT CRAT CSF2RB CUL7 DBNDD2 DDR2 DDX39B DGKA DNAJC3 DUS1L DYNLL1 DYNLT1 EHHADH EI24 EID1 ELP1 EVI5 EXOSC5 EXT1 FANCL FCGR2A FCGRT FCHSD1 FGD4 FLT3LG FRRS1 FTSJ1 FUT7 GALK2 GALM GEMIN2 GLRX3 GORASP1 GPNMB GUCA1A HADH HCFC1R1 HDAC1 HDDC2 HHEX HINT1 HLA-E HMGB2 HMMR HRAS HSCB HSPH1 ICAM2 IFIT3 IFT81 IGBP1 KIF9 KLF10 KLF13 KLHL22 LAMTOR1 LAMTOR5 LAT2 LFNG LMAN2 LPGAT1 LRRC56 MAVS MBD1 MBOAT1 MCFD2 MCM7 MED7 MEF2C MFAP1 MRPL15 MRPL23 MRPL39 MRPS21 MTFR1L MYCL MYL11 NAAA NBEAL2 NDUFAF5 NDUFS3 NIPSNAP1 NOL12 NR1D2 NUDCD2 NUFIP1 PADI4 PALD1 PALS2 PARP12 PCDH20 PDIA3 PDXK PELO PGM1 PIGP PKIB PKIG PLCG2 POLR2E PON2 POT1 PRAF2 PRDM1 PRR15 PTPN18 RAB3IL1 RAB7A RANBP1 RASSF8 RBM43 RETREG1 RETREG2 REX1BD RNF34 RPF2 RPL13 RPP21 RPS15A RPS21 S100A13 SAMM50 SASS6 SCAF8 SDC3 SLAMF6 SLC52A2 SNAP47 SNX15 SP7 SPN SRMS SSBP1 ST6GALNAC2 ST6GALNAC4 SUPT16H SYT7 TAL1 TBL1XR1 TEX2 TIMM13 TIMP2 TLE5 TM9SF1 TMEM53 TNS1 TNXB TPGS1 TRIM7 TRIO TRPV4 TSPAN13 TSPAN14 TSR2 TTLL1 TUBB2A TXNDC16 UBR3 UQCRC2 VPS41 WAS XRCC6 YIPF1 ZBP1 ZBTB2 ZBTB45 ZNF394 GSE17721_0.5H_VS_4H_POLYIC_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_0.5H_VS_4H_POLYIC_BMDC_DN ABR ADAP2 ADAT1 ANKRD26 ANXA7 ARHGAP6 ARID4B ASH2L ASPRV1 ATAD2B ATE1 ATF3 ATP6V0A2 BAZ2A BFAR BLOC1S6 BNIP2 C6orf62 C9orf72 CARHSP1 CCDC127 CCDC6 CCL2 CCNI CCNT2 CD38 CDC42SE1 CDKN1A CHIC2 CHMP3 CKAP5 CLDND1 CLYBL CNOT2 CPSF2 CROT CSF1 CST7 CUL4B CXCL9 CYBB DBR1 DCLRE1A DHX58 DLGAP4 DOP1B DRAM2 DUSP16 EFR3A ENDOD1 ETF1 FABP3 FBXW11 FBXW7 FDPS FXR2 GAL3ST1 GAST GATAD2A GBP2 GCC1 GCH1 GFPT1 GLCCI1 GOSR1 GSR H2AC25 HAX1 HELZ2 HIPK3 HOOK2 IGFBP2 IL6ST IREB2 IRF2 ITGA4 KBTBD2 KDR KEAP1 KHDC4 KLRK1 KRCC1 LMBRD1 LZTFL1 MAN1A2 MARK4 MBL2 MITF MLLT10 MOSPD2 MS4A6A MSN MTF2 MYO1D MYO1E MYT1 N4BP1 NAMPT NDP NDUFA7 NET1 NEU3 NFKB1 NFKBIA NIPA2 NKG7 NPY1R NR3C1 NUB1 OAS2 ORC1 OSBPL11 OSTF1 P2RY14 PACS1 PARP4 PCNA PCNX1 PDCL PDE6B PDE7A PDK3 PDLIM5 PEX11B PEX13 PEX26 PHETA2 PLEKHA2 PLEKHA3 PLEKHN1 PLK2 PLPP3 PLPP7 POLR2B PON3 PPP1R15A PPP2R5A PRPF3 PSMA4 PTGR3 PTPRO RAB31 RAB33B RALGDS RBM43 RNF34 RPE RPS6KA2 RSAD2 RTCA SCX SEC13 SEC24D SERTAD1 SMC5 SMOX SOCS6 SOS1 SPTLC2 SQSTM1 SRXN1 SSTR1 ST3GAL5 STAM STARD5 STAU1 STX18 SYNJ2BP TAL1 TDRD7 TECR TFDP1 TIAM1 TMEM242 TMEM266 TNFSF9 TRIM34 TSC22D1 TTI2 TULP4 UBAP1 UBE2E3 UBE2N UBXN8 USO1 USP11 USP25 USP8 VCAN VPS72 VRK2 WASHC3 WASHC4 XPO4 XRN2 ZDHHC20 ZDHHC5 ZNF106 ZNF436 ZNFX1 GSE17721_0.5H_VS_4H_POLYIC_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_0.5H_VS_4H_POLYIC_BMDC_UP ABCF1 ADIPOR2 AKIP1 ALG5 ARPC4 ATG10 ATP5MG ATRX AVPI1 B3GNT8 BCL2L1 BDH1 BMF BRCC3 C15orf40 C19orf53 C1QL1 C1orf174 CBLN1 CC2D1A CCL11 CCNT1 CD48 CD81 CD99L2 CDK4 CDKAL1 CDKN2A CEP250 CEP85 CIITA CLDN14 CLVS1 CNIH4 COA7 COL13A1 COL4A4 COL6A3 CORO2A CPSF4 CPT2 CRADD CREB3L4 CTCF CTSK CYB5R1 CYP4F12 DCTN4 DELE1 DHX30 DIMT1 DNAJB5 DOC2B DPH2 EARS2 ELOVL5 ELOVL6 EMC6 EMID1 ENPP5 EPN3 EQTN ERGIC3 FAM162A FAM50A FAM98A FAU FBL FBRS FGFR2 FKBP11 FOXM1 FOXN1 FTO GBA1 GDNF GET4 GHDC GHRL GIT1 GJC2 GLMP GPR146 GPS1 GPX7 GRWD1 GTF3C1 GTF3C2 GUCA1A GUSB GZMM HAAO HADH HAUS4 HIP1 HNRNPU HOXD13 HSPB8 IGF2R IL6R IMPACT INTS1 ITIH5 KDELR2 KEL KIF1C KLHL9 LCE3B LCMT1 LHCGR LHX4 LSM3 LZTR1 MAD1L1 MADCAM1 MAGI2 MAP4K4 MAP6 MCM3 MCM7 MDH1 MEA1 MED25 MED29 MED7 MICOS13 MIX23 MPP3 MRM1 MRPL48 MSI1 MSL3 NCAPH NDUFAF7 NDUFB11 NDUFV3 NFATC1 NHP2 NPR2 ORMDL2 OTC P2RX1 PCSK4 PEPD PHF5A PNPO POGLUT2 POLR2F POLR2H PPIH PPP1R37 PPP4C PRELID1 PTP4A2 PTPN1 PTPRZ1 PTTG1IP RALBP1 RFC1 RFX1 RPL39 RPS3 RSPH6A SAE1 SAMD10 SARS1 SEL1L3 SFTPA1 SHMT1 SIRT2 SLC26A1 SLC35A1 SNAPC2 SPHK2 SPICE1 SPRYD4 SRSF5 SRSF9 STRA8 SYT4 TAF10 TAF1C TAF6 TCTN3 TDO2 TIMM50 TMEM115 TMEM14C TMPRSS2 TOP3B TP63 TPH1 TRIM54 TRIP4 TUBA1A ZBTB25 ZIC1 ZKSCAN3 ZNF426 ZNF790 GSE17721_0.5H_VS_8H_CPG_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_0.5H_VS_8H_CPG_BMDC_DN ABCA1 ABCB1 ACP2 AGRN AK4 AKNA ANKRD24 ANXA1 ARAP2 ARL14EP ARL6IP6 ASAH2 ASB13 ASF1A ATOSB ATP6V1E1 BATF2 BCKDHB BLTP3A BRD2 C18orf32 CAMSAP1 CASP1 CAV1 CCL2 CCL5 CCL7 CCNG2 CCR4 CD247 CHI3L1 CHM CHMP4B CHRNA5 CLIC4 CLIP1 CLK1 COL4A6 COX18 CPTP CREB1 CRIPT CRLF3 CTU1 CXCL11 DENND1B DENND5A DGCR8 DNAJA1 DNAJC1 DPF2 DRAM2 DSCAML1 DUSP16 DYNC1I2 EIF1AY ELK3 ENO2 ENPP4 EPHA4 EYA3 F11R FAM20B FAM3B FAM53C FAM8A1 FCGR3A FMR1 GBP2 GFPT1 GHITM GRHL1 HBP1 HEATR6 HLA-E HOOK2 HSPB2 ICAM1 IDI1 IFIT1B IFITM2 IFNB1 IGF2BP2 IKBKB IL15 ILF3 INTS4 KCTD14 KPNA4 KRCC1 KRIT1 LAP3 LLGL1 LMO4 LYPLA1 LYRM1 MBD2 ME1 MKKS MOB4 MOCS2 MPC1 MS4A7 MTF2 MTHFS MTPN NFXL1 NIBAN1 NOS2 NUP54 OAS1 ORM1 OSCAR PALS1 PARP14 PCMT1 PDGFRB PDZD11 PHC2 PHOSPHO2 PILRA PITPNB PLAAT3 PNPT1 POU2F2 PPP2R3C PRKCE PRPF38A PSMA6 PSMB9 PSMD10 PSMD12 PTK2B RAB10 RAD17 RBM7 RDH11 REL RGS14 RMDN3 RNPC3 RPE RSRP1 RTP4 SASH1 SERINC1 SERPINC1 SERPINE1 SFT2D1 SIKE1 SLAMF7 SLC22A5 SLC31A1 SLC38A2 SLC6A13 SLC7A8 SMIM7 SNX20 SOS2 SRA1 SRGAP2 STXBP1 SUOX TAP1 TBC1D1 TBC1D13 TBC1D15 TBX18 TENT2 TESK1 TFG THBS4 THEMIS2 TLK2 TM9SF4 TMEFF1 TNFAIP2 TNFSF8 TNPO2 TOP1 TOR1AIP1 TRA2A TREM1 TRIM34 TTC1 UBE2E1 UBE2G1 UBXN2A UFD1 USP18 USP53 VEGFC VPS54 WARS1 WASHC4 WDFY1 ZBTB21 ZEB1 ZNF281 GSE17721_0.5H_VS_8H_CPG_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_0.5H_VS_8H_CPG_BMDC_UP ABCD1 ABHD17A ACAT2 ADAM15 ADCY9 ADD1 ADGRE5 ADIPOR2 ADSS1 AIF1 ALAD ALDH9A1 ANAPC5 ANKRD46 ANPEP AP2S1 APOBR ASAH1 ATG3 ATP6V0D1 ATRAID BORCS5 BSCL2 BUD23 C1QBP CASP9 CD300C CD99L2 CDK5RAP3 CEACAM21 CERS5 CHCHD10 CHCHD3 CHERP CHST12 CLUH CNBP COASY COLGALT1 COPRS CORO1A CORO2A CS CSRP2 CUEDC2 CYB5R1 DAGLB DDX18 DHCR24 DTYMK ELAC2 ETHE1 EXOSC5 F2RL2 FAM120A FBLIM1 FN1 FOXO3 FUCA1 GALC GCNT1 GLUL GMNN GMPPA GMPR GNAI2 GOT2 GPATCH4 GPR146 GPSM3 HACD4 HAUS4 HAUS8 HEBP1 HMBS HMGA1 HPF1 HSD17B4 HSP90AB1 ICA1 IFNGR1 IFT140 ITCH ITGA6 KAZALD1 LDHA LETM1 LSS LZTR1 MAP2K4 MAP3K14 MAST3 MCEE ME2 METAP1D MRPL16 MRPL4 MRPL47 MRPS35 MRTO4 MSRB1 MTFR1L MTHFD1 MYL12B MYO18A MYO9B NDRG4 NDUFS3 NOP2 NSDHL NUDT7 NUP85 NUTF2 NXN OCEL1 ODC1 OSGEP OTULINL PABPC1 PDCD6 PELO PER1 PFDN5 PHKG2 PHYH PLA2G15 PLCB2 PNPO POLR2F PPARGC1B PPP1R14B PRKCB PRR15 PSMB1 PSMG2 PTPRS QRSL1 RACK1 RARS2 REEP5 RETREG1 RGL2 RGS2 RHPN2 RNF26 RNF7 RPA1 RPL37A S100A6 SDHB SENP3 SH3BP1 SHKBP1 SIDT2 SIVA1 SLC16A3 SLC25A15 SLC25A3 SLC25A35 SLC27A3 SLC35C2 SLC37A4 SMYD2 SNRPA SNX3 SORT1 SPEG SRPK2 SS18 SSBP2 STT3B SUCLG1 TALDO1 TEF TEP1 TEX15 TGFBI TGFBR2 THAP12 TIMM9 TKT TMED2 TMEM205 TMEM51 TOP1MT TPCN2 TPRA1 TSPAN32 TTYH2 UCK2 ULK1 UQCRQ VDR VOPP1 WBP11 ZFHX3 ZFYVE19 ZMIZ2 ZNF703 ZNF706 GSE17721_0.5H_VS_8H_GARDIQUIMOD_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_0.5H_VS_8H_GARDIQUIMOD_BMDC_DN ABCA7 ABRACL ACSL4 ACSL5 ACVR1 AMFR AP2B1 APAF1 ARFRP1 ARHGEF3 ARL1 ARL14EP ATP10A ATP2A2 ATP6V0B AZIN1 BECN1 BHLHE41 BLOC1S4 BOC BRD2 C3 C9orf40 CALCRL CARS1 CAVIN4 CCL2 CCNG2 CCNL1 CCNL2 CD80 CDH6 CERT1 CFL2 CHRD CLK3 CLK4 CNOT7 COA5 COG4 COL13A1 CPEB1 DACH1 DERL2 DIAPH2 DLK1 DPYSL2 EFR3A EIF3E EMC7 ENTR1 EPHA4 FAM114A2 FAM20C FAM89A FBXO42 FEM1B FICD FTSJ3 FZD7 GABPA GABRG2 GCM1 GEM GLIPR2 GMFG GOLPH3L GPR85 GPR88 GSX1 GTPBP1 HCN2 HDAC1 HDAC2 HECTD1 HERC4 HK2 HLA-B HNRNPH3 IDO1 IER3 IFITM10 IFITM3 IGF2BP1 IKBKE INO80C INPPL1 ITGAV ITPKB ITPRID2 JAK2 KCTD10 KCTD14 KDM5D KIF9 KLRK1 KMT2A KRCC1 KREMEN1 KRTAP19-5 LPP LYSMD3 MAD2L1 MAP3K7 MAPK8 MED27 MKKS MORC3 MYNN NAB2 NAMPT NDRG2 NEAT1 NFKBIA NLGN2 NUDCD1 NUS1 NXF1 OPA1 OSGIN2 OSTF1 OTUD4 P2RX7 PABIR1 PAPSS1 PDPK1 PDS5A PHF13 PIAS1 PIAS4 PIM3 PIP5K1A PITPNB PLAUR PLXNA1 PMEPA1 PMP22 PPP1CB PPP2CA PPT2 PRKRIP1 PRPF4B PSMB7 PSMC5 QRICH1 QSOX1 RAB18 RAD17 RBL1 RBM7 RGS9 RIMOC1 RUSC2 SALL1 SAT1 SATB2 SCNN1G SH3BP2 SLC30A7 SLC4A2 SLC6A8 SMIM3 SNX4 SPOP SPPL2A SRFBP1 ST7L STAT3 SUSD6 SYNCRIP SYNPR TAS2R4 TAX1BP1 TBC1D1 TBC1D10B TBC1D13 TBPL1 TDRD7 THBS1 TMEM128 TNFSF10 TNRC18 TPP2 TRAF3IP2 TRAPPC14 TRMT112 TSC22D1 TXN UBE2M UFM1 USP25 USP47 WDR48 YTHDF2 ZBTB1 ZFYVE16 ZNF260 ZNF503 ZRANB2 GSE17721_0.5H_VS_8H_GARDIQUIMOD_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_0.5H_VS_8H_GARDIQUIMOD_BMDC_UP AARSD1 ABHD14A ABHD8 ACO2 ACOT7 ACYP1 ADAM19 ADH5 AFG1L AFG3L2 ALDH18A1 ALDOA ALYREF ANP32B APOC2 ARAF ARG1 ARHGAP1 ARPC4 ATP1A3 ATP5MC1 ATP5ME AURKAIP1 BLTP2 BRMS1 BTK C1D C1orf54 C9orf64 C9orf78 CCT5 CD300LD CDC6 CDCA5 CDK2AP1 CDK5RAP3 CERK CHCHD10 CHCHD7 CLNS1A COLGALT1 COMTD1 COQ5 COX8A CSNK1G2 CTDSP1 DAP3 DCTN4 DDB1 DENND10 DGCR6 DNAJB2 DPH5 DTYMK E2F6 EBPL EDC4 EEF1AKMT1 EEIG1 EIF3A EIF3I ELP3 EMC10 EMILIN1 ENO3 EPRS1 ETFBKMT EWSR1 F5 FAM234B FAM3C FANCL FUCA2 GALM GBF1 GM2A GNL3 GPAM GPR89B HDAC3 HERPUD1 HINT1 HMG20B HSD11B2 HSF2 HSPA8 HSPBP1 IMP4 IMPDH2 KCTD12 KDELR1 KIAA0930 KPNA2 KRT5 LFNG LMNA LPGAT1 LRWD1 LSS LTBR MAP4K1 MAPK14 MCM10 MCUB MEF2D MIA2 MLF2 MRPL45 MTX2 MYADM MYDGF MYH7 NAA38 NAGA NANS NAPSA NCF2 NCLN NDUFA4 NEK9 NEO1 NFIL3 NNT NOL12 NOP56 NPTX1 NR2C2AP NREP NSMCE4A NUCB2 NUP210 OGFOD3 OMA1 OSBPL2 P2RY1 P2RY6 PAF1 PAGR1 PBDC1 PLAC8 PMM1 PNKP PNPO POLE3 PON2 PPP2R5C PPP2R5D PRDX2 PRDX6 PROS1 PRPF8 PRXL2A PSMG1 PTGER2 PTPN18 PYCR2 RAB1B RECQL RGS18 RNF187 RPL13 RPL22 RPL27A SLC29A3 SLC4A1AP SLC52A2 SLC7A5 SMAP2 SMARCA2 SNAP47 SND1 SNX3 SS18L2 STK11IP SYS1 TBC1D22A TEF TFEB THRAP3 TIAM2 TIMM50 TLE5 TMEM126A TMEM131L TMEM141 TMEM234 TNS1 TRAM1 TRIB1 TTC8 UTP20 UXT VPS29 VPS45 WDR45 XPC ZFP64 ZMAT3 ZNF362 GSE17721_0.5H_VS_8H_LPS_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_0.5H_VS_8H_LPS_BMDC_DN ABI1 ADAMTS8 ADNP ADRB3 ALOX12 ANXA1 ANXA5 AOPEP APBB1IP ARNT ASB3 ATL3 ATM ATOSB ATXN7L1 ATXN7L3 B2M BIRC3 BLOC1S4 BMPR1A BRAF BST2 C19orf12 C5orf15 CAPN5 CAPZA1 CARD10 CCNA1 CD82 CGGBP1 CHRAC1 CMTR1 CPD CXCL6 DCAKD DDA1 DENR DHPS DHX58 DLG5 DUSP16 DUSP2 ELOC EPGN EPSTI1 EPX FAM107B FAM91A1 FGL1 FGL2 FIS1 G3BP2 GBP4 GCA GCG GK GKAP1 GNA13 GPR155 GSAP GSPT1 GTPBP2 HDAC1 HES5 HIPK1 HMGN5 HMOX1 HTRA2 IER5 IFNAR2 IGF2BP1 IL1RAP ILF3 INSM1 IREB2 IRF8 ITPR1 JAM3 KAT2B KCNK10 LDHC LYSMD3 LZTFL1 MAGED1 MAN1A2 MAP3K5 MAP3K8 MDFIC METTL6 MITF MLLT6 MMP14 MMP2 MOB1B MSN MTARC2 MTMR14 MYD88 MYO1D NAT2 NDEL1 NECTIN2 NHERF1 NRG3 OAS2 OAZ2 OPN4 P2RY14 PAFAH1B1 PCARE PCP4 PDK3 PFKP PHLDB2 PI4K2A PKP4 PMPCB POU6F1 PPP1CB PRG4 PRPF38A PTPRA RAB3IP RBM43 RGL1 RILPL1 RNF214 RNF34 RPS6KA2 RRM2B RUNX2 SAMSN1 SENP6 SERTAD1 SHC3 SHROOM1 SIN3A SLAMF1 SLAMF8 SLC17A1 SLC26A8 SLC2A5 SLC32A1 SLC37A3 SLC40A1 SLC6A4 SLF2 SLPI SMC5 SNX16 SOD2 SORCS2 SOX12 SPATA4 SPRYD7 SPTB SPTLC2 SPTSSB SRD5A2 STARD5 STAT5A STXBP1 SYF2 TAB3 TAMALIN TANC1 TAP1 TBC1D13 TCP10L TDGF1 TENT2 TMED7 TMEFF1 TMEM175 TMEM192 TMEM229B TNIP2 TNNI1 TNNT2 TOLLIP TP73 TRAF4 TRAF5 TRMT112 TRPC4AP TSC22D1 TSHZ1 TSSK2 UBAP1 UBE2N USP26 VAMP3 VNN1 VPS54 WASHC4 WBP4 WDR43 ZBTB37 ZNF689 GSE17721_0.5H_VS_8H_LPS_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_0.5H_VS_8H_LPS_BMDC_UP ABCG8 ACADS ACAT1 ACO2 ACOT13 ACTL6A ADCY4 ADRA1A ADRB2 AKR7A2 ALDOAP2 ANLN ARHGAP39 ARL4D ARMC6 ASCC1 ATG3 ATP6V0A2 ATRAID ATRX AVPI1 C19orf53 C1orf174 C8G CCNB2 CD48 CDC6 CDH13 CDK1 CDK4 CEACAM21 CEL CENPV CETN2 CHCHD7 CILK1 CISD1 CLTB CMIP COA7 COMMD6 CORO1A CPT1A CTR9 CUEDC2 CYP51A1 DAP DAPK1 DCPS DCXR DDX56 DGCR6 DHCR24 DIP2B DUSP19 DUSP6 ELOVL6 ELP2 ENTPD1 ERCC5 ERMP1 ESRRA FAF1 FAM162A FAM50A FAM53A FGF3 GADD45GIP1 GALK2 GALNT2 GCLM GNPDA1 GPT HABP4 HDAC5 HEBP2 HHEX HIGD2A HIP1 HTATIP2 IDH3A IER2 IFI30 IMPA2 IPO8 KCNJ11 KCNN4 KLRD1 KXD1 LDLRAP1 LSM4 MAD1L1 MANBA MAP6 MAPK3 MAU2 MCM7 MCOLN1 MEA1 METTL1 MIDN MKNK2 MRC1 MRPL28 MRPL30 MRPL34 MRPL39 MRPL42 MRPL55 MRPS15 N4BP3 NAXE NCBP1 NEU1 NIFK NQO2 NR4A1 NSMF NUP35 NUP93 OSBPL2 P2RX3 PACS1 PAG1 PALD1 PALS2 PARK7 PARVG PDE6B PEPD PGF PGRMC2 PHF5A PHKG2 PIGB PIK3CG PIP4K2A PLEKHG2 PNKD POLR2D PPIB PPIH PPP1CC PRMT3 PROM1 PRSS16 PUS7 RANBP3 RAP1GAP RBX1 RGL2 RGS10 RGS19 RPL12 RPL13A RPL38 RPL6 RPS3 RTCB RWDD4 SEC24D SEPTIN8 SH3BGRL3 SIK1 SLC25A4 SLC46A2 SLC4A1AP SLC7A7 SOCS6 SORBS3 SRF SRR SVIL TDP1 TFB2M TGFBI THYN1 TMEM141 TPD52L2 TRIM3 TSPAN14 TTC4 TUBA1A TUBB2B TXNL4A UGGT1 URM1 XPC XPR1 YBX3 YPEL1 ZBTB14 ZBTB25 ZDHHC4 ZMIZ2 ZMPSTE24 ZNF318 ZNF518B ZNF703 GSE17721_0.5H_VS_8H_PAM3CSK4_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_0.5H_VS_8H_PAM3CSK4_BMDC_DN ABCA3 ACRV1 ACSL6 ACSM1 ACTR2 AFP AKR1B15 ANKIB1 ARAP2 ARHGAP6 ARID5B ASF1A ATF4 ATOSB AZIN1 B3GALT1 BCAM BCDIN3D BCHE BCKDHB BDKRB2 BIK BOC C18orf32 CABLES2 CALCRL CAMK2D CAPZA1 CBFB CCT3 CD1D CDC25A CDC73 CGGBP1 CKLF CLIC3 CMTR1 CNOT8 COG4 COIL COPG1 COPS2 CP CTSK CYB5R3 CYBA CYP8B1 DENND5A DTNB EDARADD EIF4A1 EMC4 EPHX2 ERGIC2 EXOSC10 EXTL1 FAM184B FANCC FBXO4 FKBPL FOXK2 FRMD6 FZR1 GABARAPL2 GALNT6 GFER GGH GK GPR85 GRIA4 GSS GSTA5 GTPBP4 HECTD1 HP HPS3 IL1RAP IL36G IMP3 ITGAV JAGN1 JAK2 JDP2 KAT2B KATNA1 KCNA3 KHDC4 KICS2 KLF3 KPNA1 LGALS4 MAGOHB MAN1A2 MAPK6 MDM2 MFSD1 MITF MS4A6A MS4A7 MYEF2 MYOF NEU1 NRBP1 NRP2 NYNRIN OCA2 OGT OLFM3 OR51B4 OST4 PAPSS1 PFKP PHYHIPL PIAS4 PLAAT3 PLCZ1 POU4F3 PPP1R11 PPP2R3C PRDX5 PRPF38A PSENEN PSMA4 PSMD12 PSMD6 PTPRB PUM3 PXK QSOX1 RAB10 RABEP1 RAD54L2 RASGRP1 RBM5 RCL1 RDH5 REEP2 RELA REST RFXAP RHOT1 RIOX2 RNF185 RNGTT RSRP1 SDC1 SENP6 SEPTIN7 SIKE1 SLC1A3 SLC28A2 SLC38A2 SLC4A2 SMAD1 SMIM3 SMPDL3B SNAP23 SNAPC3 SNHG6 SPATA13 SPRYD4 STMP1 SYPL1 TBCEL TIMM23 TLK2 TLR8 TMEM168 TMX1 TNNT2 TOLLIP TPR TPRKB TRAF2 TRIM21 TSPAN3 TXN UBE2C UBE2J1 UBE2W UBE3A UBR4 UBXN2A UBXN4 USB1 USP18 VAMP8 VAPA VDAC3 VPS72 VTI1A WBP2 WDR20 XYLT2 YY1 ZBTB7A ZC3H12C ZNF503 ZNF841 ZSWIM7 GSE17721_0.5H_VS_8H_PAM3CSK4_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_0.5H_VS_8H_PAM3CSK4_BMDC_UP ABCB7 ACBD6 AGGF1 AHSA1 AIPL1 ANGPTL2 AP1G2 ARHGAP23 ARHGAP31 ARL3 ASB4 ATM ATMIN ATP11B ATP5MC3 ATP5PO ATP6V1D BAK1 BASP1 BDH1 BIN3 BMAL1 C1D C2CD2L CAPN8 CASQ1 CCNH CD164 CD93 CENPB CENPK CLEC6A CNP CNR2 COA6 COQ9 COX5A CPSF3 CPT1A CSF2RB CYTH1 DAP DCAF11 DECR1 DNAJC4 DNAJC5 DNMT1 DPH7 EEF1B2 EHD4 EMC3 ERCC6L ERMP1 EVI5 EXOC4 EXOSC5 FABP4 FFAR2 FNBP1 GALK2 GINS4 GLRX3 GNG10 GYS1 HAGH HAUS4 HECTD3 HIGD1C HINT2 HLA-E HNRNPC HSD17B10 HSP90B1 HSPBP1 IDNK IFRD2 IFT172 IGLL1 INPP5A INPP5D KIAA1522 KLF13 KLF4 KLRD1 LAMA3 LRP1 LYSMD2 MAK MAP3K11 MARCHF2 MBOAT1 MDH2 MEF2D METAP2 MFAP1 MGMT MICAL2 MICOS13 MIF MIS18A MPND MRC1 MRPL15 MRPL48 MRPS21 MRPS9 MUSTN1 NDUFB11 NDUFV2 NFIL3 NIT1 NOP16 NPTXR NRDE2 NSMCE4A NUFIP1 OGA PAPSS2 PDCD2 PDCD6 PDHB PGLS PGLYRP1 PHACTR2 PIGX PKIB PLEKHF1 PLEKHS1 PNPLA7 PNPO POLR2G PPP1CA PRAF2 PRKDC PRMT7 PRR15 PTCD2 PTGER2 PTPA PTPN18 PTTG1IP PYY QTRT1 RABGGTA RAG1 RAMP1 RAP1GAP RASA1 RBM43 REXO2 RIDA RNASEH2C RNF34 RPN1 RRM2 S100A1 SAAL1 SCAMP2 SCARB2 SDC3 SDHC SERINC3 SERPINB1 SESN1 SH2D1B SH3BP5L SLC12A7 SLC25A51 SLC66A2 SMAD4 SMAP2 SPRR3 SSBP4 ST6GALNAC4 ST7 SUMF1 TALDO1 TCEA2 TF TIAM1 TIMP2 TLE5 TMA7 TMEM131L TMEM141 TMEM160 TNS1 TNXB TOB1 TOM1 TRAF6 TRAM1 TRIO TSEN34 TUBGCP3 UAP1L1 YIPF1 ZNF219 ZNF362 ZYX GSE17721_0.5H_VS_8H_POLYIC_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_0.5H_VS_8H_POLYIC_BMDC_DN ABCG2 ABHD10 ADAMTS1 ADORA1 ARF4 ARHGAP17 ATAD1 ATF3 ATP6V0A2 BCKDHB BLOC1S4 BLOC1S6 C2orf74 CACNA1D CAV1 CAVIN2 CBLN1 CCDC6 CCNE1 CD164 CD70 CDK16 CDKN1A CELA3B CENPE CEP350 CHIC2 CILK1 CLK3 CNN3 COG6 CROT CTSC DDX4 DHX58 DIDO1 DLGAP4 DYRK1A EBI3 ECE2 EDNRA EFHD2 EIF2S2 ENDOD1 ESD ETV3 EXOC1 FBXW11 FHL5 FRMD8 FST FUT7 G3BP2 GATAD2A GCA GCC1 GKAP1 GNA13 GTPBP2 HACE1 HAT1 HCAR2 HDAC1 HMGA1 HMGXB3 HOMER1 HSPB3 HTRA2 IDS IDUA IFT57 IGSF8 IL1RN INHBB INSM1 IREB2 IRF8 IRGM ITGB1 ITPR1 KITLG KLRK1 KRTDAP LAP3 LDLR LIMA1 LMO4 LNX1 LUC7L3 MAN1A2 MAP3K5 MAP3K8 MBD6 MCL1 MCMBP MDFIC METTL6 MMP14 MMP2 MOB1A MRPL39 MSN MTF2 MTFR2 MYNN MYOT NAA30 NANOG NDP NDRG2 NEU1 NINJ1 NOG NOS2 NR3C1 NUDT9 OAZ2 PADI3 PBX2 PCNA PDCD6IP PDE7B PEX26 PGAP4 PHC2 PIAS2 PLAGL2 POLR3F PPP1CB PPP1R15B PPP1R2P1 PSMB8 PTMS PTPN6 PTPRE PTPRJ RAB10 RAB33B RALGDS RBM43 RGL1 RILPL1 RND3 RNF114 RNF17 RNPEP RTN4 SEPTIN7 SERTAD1 SH3KBP1 SH3TC1 SLC25A45 SLC28A2 SLC37A3 SLC6A4 SLFN12L SMC5 SNX16 SPTLC1 SPTLC2 SRPK3 ST3GAL5 STAG1 STK38 SYNPO2 TAB2 TAF12 TAL1 TBC1D13 TBL1X TBPL1 TGM2 TM9SF3 TMA16 TMEM106A TMEM192 TMEM38B TMEM39A TNRC6A TRAF4 TRIM25 UBE2N UBN1 UPP1 VCL VEGFC VPS54 VPS72 VRK2 VWA5A YIPF7 ZBP1 ZBTB7A ZDHHC20 ZDHHC5 ZNF277 ZNF410 ZNF436 ZNF841 GSE17721_0.5H_VS_8H_POLYIC_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_0.5H_VS_8H_POLYIC_BMDC_UP AACS ACADVL ACAT1 ACOX1 ACTR1B ADCY2 ADH7 ANGEL2 APIP ARL2 ARMC6 ATP2A1 ATP5MC3 ATRX BCAP29 BRD3 BRD8 BTBD1 BUB1 C11orf71 C1orf174 CAV3 CCR2 CCT2 CCT6A CCT7 CDC23 CDKAL1 CEP250 CERS5 CETN2 CHST10 CLEC6A CLNS1A COA6 COA7 COPS5 CPSF1 CSN2 CTNNA1 CUEDC2 CUTA DGAT1 DNAJC9 DUSP6 EBP EIF3F EIF4G1 EMD ENPP1 ERAL1 ERBB4 FBF1 FCGR2B FOXM1 FTSJ1 GALK2 GDI2 GEMIN6 GLMP GNPNAT1 GRK2 GRWD1 GUSB GYS1 HARS1 HEPACAM2 HIC2 HOXB2 HTATIP2 IDH3A IER3 IFRD2 IL6ST IMPACT IPO4 JMJD8 JPH2 KDELR2 LCE3B LCMT1 LEPROT LIMK1 LSM4 LTBR MAP3K3 MAP4K4 MARCO MBP MCM2 MDH1 MED22 MKNK2 MMP17 MPV17 MRAS MRPL3 MRPL30 MRPL47 MRPL54 MRPS15 MRPS2 MSLN MYL9 N4BP2L1 NAA60 NCALD NCOR2 NDUFAB1 NHP2 NIT1 NKD1 NLK NME2 NOP58 NRCAM NSMF NUCB1 OGFOD2 OLA1 ORMDL2 OSBPL2 PADI1 PALD1 PALM PARK7 PC PCDH8 PDXK PEPD PISD PITX1 PMVK PNO1 POLR2F PPP1CC PRKAG1 PRMT7 PRODH PSMB2 PUM3 RAB31 RALBP1 RFC1 RGS19 RIN1 RIOK1 RNF123 RNF7 RP9 RPL13A RPLP1 RPS3 RTCB SC5D SCAND1 SCEL SEC16A SETDB1 SFRP4 SFXN3 SHMT1 SIPA1 SKI SLC18A1 SLC30A5 SLC35A1 SLC41A3 SNX15 SPRR2F ST6GALNAC6 STMP1 STRBP SUPT5H TAF10 TAFA5 TCEAL9 TFEC THOC1 THOC7 TIMM9 TK1 TMEM123 TMEM51 TRIM41 TSSK2 TUBA1A TUSC2 TXNL4A UFSP2 USP20 UTP11 VCP VDAC1 WASHC2A WDR45 XBP1 ZFP2 ZMPSTE24 ZNF703 GSE17721_12H_VS_24H_CPG_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_12H_VS_24H_CPG_BMDC_DN ABCC3 ABCF2 ABHD14B ADH5 AGK AP2A2 APEX1 ATL2 ATP5PO ATXN7L1 AXIN1 BABAM1 BCCIP BCKDHA BCL2L14 BEX4 BORCS5 BPNT2 C12orf57 C1D C21orf91 CASP6 CBFA2T2 CDCP1 CDK2AP2 CDK5RAP3 CDKN1B CEP85 CES1 CHCHD3 CHERP CIAO1 CLCC1 COL5A1 COQ7 COX5A CSPP1 CYB5A CYP4F3 D2HGDH DBR1 DCTN3 DDB2 DGCR2 DHRS7B DNA2 DNER DOCK1 DOLK DPH5 EHHADH EIF2S1 ELOVL5 ELP2 ERGIC3 ERMP1 FADS1 FASTKD2 FIGNL1 FKBP4 FUCA2 GCLC GMNN GNPDA1 GPAM GSTM1 GSTT2 GTF3C1 GUCY1B1 HABP4 HACD3 HADH HCCS HILPDA HSD17B10 HSP90AB1 HTATIP2 IFITM2 INPP5D IRX2 KLF7 LAGE3 LIAS LOX LPIN2 LRPAP1 LRPPRC LRRC57 LRRTM1 LSM14B LUZP1 LYL1 MAP1LC3B MCEE MEIS1 MMP2 MMP9 MMS19 MMUT MRPL12 MRPL42 MRPL47 MRPS30 MSX2 MTMR6 MTX2 NAB1 NDUFA6 NDUFA9 NDUFAB1 NDUFAF4 NDUFB8 NDUFS7 NTPCR NUP58 ORM1 OSBPL11 OTULINL PACC1 PAK1IP1 PARK7 PARN PCOLCE2 PDGFC PEX19 PEX2 PEX6 PHLDA2 PIK3C3 PIK3CG PILRB POLRMT PPIL4 PRDX1 PRKAG1 PRKRA PSEN2 PSMA2 PSMA6 PTEN RALBP1 RBBP7 RBM28 RCBTB2 RDH12 RHOG RNF167 RNF38 ROCK2 RPA3 RPL36A SCAF11 SEC24D SEMA4B SERBP1 SERPINE1 SH3GLB1 SIGLEC7 SLC22A4 SLC6A13 SMYD5 SNIP1 SOD1 SOX21 SPN SPTBN1 STARD10 STAT6 STIP1 STMN1 STRA8 TEPSIN TEX10 TGFBR2 TM4SF4 TM6SF1 TMED2 TMEM94 TRAPPC12 TRIAP1 TTC30A TUBA1A TUBA4A TXNDC12 TXNL4A UBA2 UBR1 UBXN2B UCHL3 UNK VPS37A WDFY3 WDR6 WWC2 XPC XRCC6 YY1 ZDHHC6 ZNF124 ZNF444 GSE17721_12H_VS_24H_CPG_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_12H_VS_24H_CPG_BMDC_UP ACOT4 ADAMTSL5 AKNA ALDH18A1 ALDH1A2 ANKRD33B ANXA11 ANXA4 AP1AR AP2B1 APLNR AR ASB13 ASPDH ASTE1 BATF2 BDKRB2 BHLHE41 BRWD3 C19orf12 C6orf62 CACNG5 CARHSP1 CASP3 CATSPERG CCDC86 CCL13 CCNL1 CD40 CDC27 CDKN2C CER1 CHMP4B CHODL CHRNA5 CIAPIN1 CIITA CLEC10A CLIC3 CLIC4 CREB3 CSRP3 CWC15 CXADR CYP11B2 DNAJB1 DNMT3A DPH2 ECE1 EFNA3 EGFL8 ELP5 ENDOD1 ETV4 EXOC6 EZR F10 F2RL2 FAM20C FAS FBXO6 FST G3BP2 GART GBP6 GCG GCOM1 GNGT1 GPR83 GREM2 GRM1 HEBP1 HEYL HIGD1B HLA-G HMGCL HMGCS1 HPX ID1 IFIH1 IFT172 IFT22 IGF1 IL15 IL1A INTS8 KANK2 KITLG LBX1 LDB3 LGALS8 LGR5 LIPG LTA MARCHF5 MET MITF MKI67 MOV10 MSR1 MUC4 NCOA4 NDUFS8 NECTIN2 NKIRAS2 NTSR2 PAH PARM1 PDZRN3 PEAR1 PHACTR1 PHGDH PHKG1 PHLDB1 PIK3R1 PKMYT1 PLAAT3 PLGRKT PMP22 PNPT1 PPP1R14D PPP2R5A PSMB6 PSMB9 PTGER4 PTGES RAB29 RAD23B RAPGEF3 RBFOX1 REEP6 RGL1 RGS10 RHOC RNF6 RPP25 RPS6KA4 RSAD2 RSPRY1 RUFY3 SEMA3A SENP1 SEPTIN8 SERPINE2 SHARPIN SLAMF8 SLC12A3 SLC1A3 SLC25A48 SLC28A2 SLC30A3 SLC31A2 SLC35F6 SLC6A4 SLFN12 SMAD2 SMARCD3 SMPD3 SNAP23 SNAP29 SNX2 SOSTDC1 SPIC SPRY1 SST SUN2 TARDBP TBATA TBC1D13 TCF7L1 TCIRG1 TENT5C TFEC TFG THOC6 TIRAP TMEM184A TNFAIP2 TNFAIP8L1 TOB2 TRIB1 TSC22D1 TSLP TTC39B TUT7 TYROBP UBA7 UBD UCN USP12 USP42 UTP11 UXT WDFY2 WDR43 WNK2 ZDHHC20 ZFP36 ZUP1 GSE17721_12H_VS_24H_GARDIQUIMOD_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_12H_VS_24H_GARDIQUIMOD_BMDC_DN ABCD4 ABHD4 ACAA2 AKR7A2 ALKBH3 AOAH ARCN1 ATP5F1D BBS9 BCL2L14 BPNT1 CBR3 CD1D CD2BP2 CIPC CLPP CLU COPG2 CRADD CSDE1 CSE1L CSN2 CSRP3 CTSH CWC27 CYBC1 CYRIB DAP DBNDD2 DCN DCTPP1 DDT DEF8 DERL2 DNAJB4 DPH5 DPY30 DRG1 DRG2 DTYMK DUSP19 DYNLT3 ECHDC1 ECI1 EIF1AX EIF5 EMC7 EXT1 FAM210B FARSB FBXW2 FCGR3A FOS GAB3 GADD45A GANAB GATC GINS4 GK GNB5 GPR180 GPR65 GSTZ1 H2AZ1 HAUS5 HIGD1C HSD3B7 HSPA4L HSPH1 IGFBP4 IL10 ITM2B ITPR3 KCNAB2 KCTD1 KCTD12 KMT5C LAS1L LIG1 LRRC18 MAPK14 MCFD2 MCM7 MED29 MESD METTL7A MPND MRPL37 MRPL41 MRPS22 MRPS33 MTRES1 MYDGF NBR1 NCBP1 NDUFA11 NDUFA8 NDUFS2 NDUFV2 NHERF2 NIT2 NME6 NOA1 NPY4R NRDC NRDE2 NUP210 ORC5 OSBPL2 PAFAH2 PAICS PALD1 PARP16 PC PCMTD2 PIGS PLA2G7 PLD1 PNKD PNPLA7 POLA2 POLR1C PPFIA4 PRAF2 PRICKLE1 PRKCSH PRKRA PRPF6 PSEN2 PTEN PTPN14 PXMP4 RABGGTA RB1 RBM28 RCHY1 RIOK2 RNF128 RPL19 RPP14 RPS6KA1 SDF2 SEC24D SELENBP1 SELENOH SERF2 SETD6 SH3BGRL2 SLC25A10 SLC25A11 SLC25A4 SLC44A2 SLC46A3 SLC66A1 SLIRP SMPDL3A SMYD5 SNAP47 SNTG1 SPIDR SPIRE2 SRM SRXN1 SSBP4 SSX2IP ST6GAL1 STK26 STMN1 STOM TAF9 TBCC TEF THAP11 TLR1 TLR4 TM2D3 TMED7 TMEM126A TMEM14C TMEM205 TMEM216 TMEM223 TP73 TRMT10B TSPAN31 TTLL1 TUFM TULP3 TXNL4A UBE2B UBR7 UQCRHL UROD UTP4 VDAC1 VDAC3 WWOX YPEL1 ZBTB14 ZNF707 GSE17721_12H_VS_24H_GARDIQUIMOD_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_12H_VS_24H_GARDIQUIMOD_BMDC_UP ABCB9 ABCG2 AIDA ALAS1 ALDH1B1 ANGEL2 ANP32E ANPEP AP2B1 AP3M2 APOE ARL2 ASB11 ASB13 ATP12A ATP8B2 BATF2 BATF3 CAMLG CAPN15 CBLN1 CCL4 CD164 CD300LF CD40 CD84 CD86 CDYL CHML CIITA CISH CLEC7A CPSF7 CPT1A CRYBA1 CSF3R CTNNB1 CTTN DBNL DLX1 DOK1 ECE2 ECHDC2 EIF1AY EIF4E3 ELAVL1 ENDOD1 EPGN ESYT1 EVA1A EVL FABP3 FAM89B FANCA FKBP15 FNBP4 FOXD4L1 FURIN GDNF GJB4 GPR84 GPSM2 GPX3 GTF2F1 H2AC25 HDAC1 HGSNAT HMBOX1 HMGN5 HOMER3 HOXA5 HYI ICOSLG IFI27L2 IFI35 IGF2BP3 IKZF4 IL15RA IL17RA IL1B IL36A IL4I1 IL6ST INPP5A IQGAP1 IRF7 IRX4 JAG1 JPT1 KCNAB1 KDR KLF10 L1CAM LHX2 LITAF LRRC8A LTA MCM10 MCUB MDM2 MEN1 MET MINK1 MOV10 MYL10 MYL6 MYO1F NAA20 NCK2 NCOA3 NECAP2 NFKB1 NIBAN2 NIPSNAP3A NT5C3A NUP62 NUSAP1 OPTC P2RX4 P2RX5 P2RY14 PAPSS1 PARP9 PCDH7 PGPEP1 PKMYT1 PKP1 PLA2G2C PLAT PLEKHO2 PLPP3 PMEPA1 PML PPP1R18 PPP2R2A PRG3 PRKX PRNP PRPF38A PSAT1 PSTPIP2 PTPN1 PTPN9 RAB12 RAB33A RAP1B RBM14 RBMS1 RDM1 RMC1 RPP25 RPS6KA3 RPS6KC1 RTKN2 S100A4 SAAL1 SAMD8 SAMHD1 SBDS SEC24B SEH1L SEMA4D SGK1 SH3BGRL SLAMF8 SLC17A1 SLC25A29 SLC2A10 SLC6A8 SLCO1B3 SLFN12 SMG8 SP110 SPHK1 STAU2 SUN2 SVEP1 TGFB1 THY1 TLR3 TMEM106A TMEM50B TRPT1 TSC22D1 TTL UBA7 UCN USHBP1 USP25 VRK1 VRK2 YJU2B ZDHHC20 ZFP14 ZFP30 ZFP36 ZFYVE27 ZNF235 ZUP1 GSE17721_12H_VS_24H_LPS_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_12H_VS_24H_LPS_BMDC_DN ABHD17A ACBD6 ACOX1 ACTR6 ADCY9 ALDH7A1 ALG1 ANAPC1 ANTKMT ARL8B ARMC1 AURKAIP1 BRIX1 BSCL2 BTG2 C5orf34 C5orf52 C6orf136 CARMIL1 CAT CCDC107 CD1D CD68 CD72 CDC16 CDK11B CEBPZOS CEP20 CHADL CHST15 CINP CISD1 CNMD COQ10A COQ3 COX7A2L CSTF1 CXCL2 DDIT4 DDRGK1 DDT DERL2 DHDDS DNPEP DPH5 DRG1 DRG2 DTD1 DTX3 ECI1 ECSIT EEFSEC ENDOG ENTPD4 EPHA1 ERO1B EXTL2 FAHD1 FAU FKBPL FTL FTSJ1 FXYD2 GCLC GHITM GLCE GLO1 GLOD4 GMNN GPSM3 GTF3A GUCA1A HDGF HEXB HEXIM1 HFE HINT2 HLA-C HLA-DOA HMG20A HNRNPC HSCB HSPA4L HSPE1 HTR2B IDO1 ING3 INTS6L IREB2 IVNS1ABP JAGN1 KDELR1 KIF3A KLHL7 LDAH LHX8 LRBA LRPPRC MAGOH MAPK14 MAST3 MCOLN2 MED31 METTL5 MRPL19 MRPL57 MRPL9 MRPS2 MRPS34 MS4A1 MSRB1 MTCH2 NAXE NCF2 NDUFA4 NDUFS6 NME7 NOSIP NPM1 NSMCE3 NUDT1 NUFIP1 NUP133 OAZ1 ODR4 OGA OPLAH OSBPL9 OSGIN1 PAK1 PCYT1A PHPT1 PKM PKP2 POLR3K POT1 PPCDC PPT2 PSPC1 PYROXD1 RDH11 RHOD RPL9 SDHAF4 SEC11A SEC61A2 SEC62 SETD6 SH3BGRL2 SIGLEC7 SIX1 SKIC8 SLAMF6 SLC11A1 SLC16A1 SLC25A20 SMPD5 SNAPC2 SNHG11 SORD STK24 SUGT1 SUPV3L1 SYNJ2BP TBCEL TDP1 TEX10 TEX261 TFB2M TIMM13 TLE5 TM2D2 TMA7 TMEM126A TMEM147 TMEM33 TMEM97 TMLHE TOMM40L TP53INP1 TPRKB TPRN TRAM1 TRIAP1 TRIM27 TRIM69 TSR2 TTC1 TTC5 UBA2 UBAC2 UBAP2 UBXN10 UFC1 UQCRB WBP1 XPC YIPF1 YPEL3 ZBTB8OS GSE17721_12H_VS_24H_LPS_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_12H_VS_24H_LPS_BMDC_UP ABCG2 ADAMTSL5 ADORA2B AEBP2 AKR1D1 ALDH1B1 ANXA2 APLP2 ARHGEF2 ARID1A ARNT2 ASTN1 ATF3 BATF3 BICC1 BIRC3 BNIP2 CA13 CAMKK2 CAPN2 CASP4 CCL22 CCL24 CCNG2 CCNL1 CFP CHMP2A CHMP4B CLDN19 CLK3 CLRN3 CLTA CMTM3 CNPPD1 CORO2A CREB3 CRYGS CTTN DAXX DCBLD2 DENND6A DIAPH1 DNAAF1 DNAJB11 DNAJB13 DUSP9 ECE1 EEF2K EHD4 ELAC1 FAM3B FCGR3A FEZ2 FGR FKBP15 FLII FN1 FNDC3A FYCO1 GBP6 GPR84 GPR85 GRK6 GRM8 HDAC7 IER5 IFFO2 IFIT3 IGBP1 IKZF4 IL21R IL6 INPP1 IQGAP2 IRF1 IRF4 ISG15 ITGA3 ITGA4 ITGAV ITSN1 ITSN2 JAG1 KATNA1 KBTBD2 KCNAB1 KCNN4 KCTD14 KDR KIF1C KLF10 KLF6 KLK6 LRRC4 LTA MAP3K11 MAPRE2 MCUB MDFIC MED21 MESP2 MKNK1 MORC3 MYD88 NAB2 NCOA3 NDRG1 NEK7 NFKBIA NIBAN2 NR1H3 NRROS NUP93 NXF1 OAF OAS2 OVOL1 P2RY6 PARP12 PARP8 PAX1 PCLAF PCSK7 PDLIM5 PENK PLAAT3 PLEC PLEK PLGRKT PLXDC2 PPAN PPP2R2A PRKG2 PRPF38A PRRC1 PSMD8 PSME1 PTPRC PXK RAB11A RAB12 RABL3 RAP1B RASA2 RBMS1 RCN1 REEP3 RFFL RGS14 RHBDF1 RHO RNF114 RPS6KA2 RRH RSPRY1 S100A11 SAV1 SCHIP1 SERPINB6 SGK3 SH3BP2 SH3TC1 SIAH2 SLC15A5 SLC22A5 SLC28A2 SLC3A2 SLC7A8 SLC9A8 SLIT2 SMC4 SOCS1 SOX12 SPATA4 SPRYD7 SPSB1 SRSF9 SSX5 STAG2 TBC1D8 TGFBR1 TLR6 TMEM132A TMEM268 TMOD3 TNFAIP2 TNFRSF11A TNFSF8 TOR3A TSPAN33 UBE2E2 USB1 VPS37C VRK2 WDR1 WNK1 WRNIP1 YWHAH ZC3H12C ZYX GSE17721_12H_VS_24H_PAM3CSK4_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_12H_VS_24H_PAM3CSK4_BMDC_DN ABCC3 ACADVL ACSF2 ADAM23 ALDOA AMACR ANAPC5 ANKRD44 AOAH AP1S1 AP2A2 ATP5MC2 ATP5PB BACH2 BDH1 BPHL BSCL2 BST1 C1orf54 C5AR1 CALCRL CAPZA3 CARMIL1 CCT3 CDK5 CDK5RAP1 CENPM CENPQ CLYBL CNTFR COL1A2 CREBRF CROT CS CSE1L CTNNBIP1 CXCL6 CYB5A CYB5R1 DALRD3 DBI DDT DGKA DGUOK DNAJC12 DNMT3L DNPEP DNTTIP2 DOK3 EBPL EMC2 EMILIN1 ENPP2 ETFRF1 FABP4 FABP5 FAM111A FCGRT FNBP1 FUNDC1 FXYD2 GALNT11 GBA2 GCLC GLIPR1 GLRX GNG2 GPSM3 GREM2 GRK5 GSTT2 GSTZ1 HDAC5 HDAC6 HERC2 HIF1A HLCS HLF HSD11B1 IFT80 IGBP1 KDM3B KIAA1143 KIF3C KLF2 KRT33B LAMP2 LIMA1 LPGAT1 LPXN LRRC40 LRRK2 LTC4S MAD2L2 MAGED1 MAPK11 MARCO MBP MCM9 MDH1 METRN MMP19 MMS19 MORF4L1 MPV17 MRAS MRPL38 MRPS36 MSRB2 MTA3 MUL1 MXI1 MYEF2 NADK NCMAP NCOA1 NDUFA4 NDUFA6 NDUFB10 NDUFS3 NDUFV3 NEMF NFS1 NISCH NR1H2 OAZ2 OSGIN1 P2RX3 PDE4B PDHB PECAM1 PGAM1 PGK1 PGM2 PHLDA1 PIM2 PLXNB2 PNKP POMGNT1 PRDX2 PRG4 PRKCB PRRT1 PRXL2B PTGS1 PTPRK PTPRS RHOG RPL22L1 RPL28 SDHA SERINC4 SESN3 SH2D1B SHD SIAE SIN3A SLAIN2 SLC16A3 SLC16A7 SLC25A10 SLC37A2 SMIM14 SNRK SNTA1 SOS1 SP3 SPIDR ST3GAL2 ST6GAL1 STAT4 SUOX TAL2 TCEAL8 TDP2 TGFBR2 TM4SF5 TMEM126A TMEM134 TMEM205 TNFRSF21 TNPO2 TP53INP1 TSPAN13 TTC3 TXNDC16 UBE2B UQCRC2 UTRN UVRAG VAMP4 VILL VNN2 VPS28 VPS72 VRK3 WBP11 WNT6 ZFAND5 ZNF362 GSE17721_12H_VS_24H_PAM3CSK4_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_12H_VS_24H_PAM3CSK4_BMDC_UP ABHD2 ACOD1 ACTN1 ACVRL1 AEN ALCAM ANPEP APBB2 APOE ARF4 ARHGAP10 ATG3 ATP10A ATP2B2 ATP6V1G1 AUP1 BCL3 BCLAF1 BNIP2 BRD2 C9orf64 CALR CAPN2 CASP7 CBFA2T3 CBX2 CCDC25 CCL13 CCNJ CCT7 CD151 CD84 CDKN1A CHD1L CLEC10A CLEC7A CRYBB3 CXCL10 DEPDC7 DLX5 DNMT3A DOK1 DOLPP1 DR1 DUSP1 DUSP3 E2F6 EEF1E1 EEF1G EIF1AX EPB41L2 ETNK1 EVL EXOC6 F3 FGR FMR1 FSTL1 GADD45B GEM GFM1 GNA13 GOLGA7 GPC3 GRAMD2B GTF3C5 H2AC25 H2AX HGF HLA-DRB1 HVCN1 ICAM1 IFIT3 IFITM10 IGF2BP1 INHBA ISOC1 ITGAX ITGB1BP1 KAT2A KATNBL1 KCNA5 KCNJ8 KCTD11 KDM5B KLF10 KLF17 KLRC2 KRTDAP KTI12 LRRC59 LSM14B MANF MAP2 MAP4K3 MAPK6 MED20 MEFV METTL21A MFHAS1 MGLL MMP12 MOB3B MRPL11 MRPL54 MUC1 MYC MYD88 MYF5 NAA20 NAMPT NDUFAF5 NECTIN2 NEK6 NFE2L2 NGDN NGF NME6 NOL12 NOL6 NOP58 NR4A3 NT5C3A OLR1 P2RY14 P2RY6 PHF23 PLAAT3 PLIN3 PLK2 PMM2 PPP1R14B PRPF38A PRRC1 PSMC6 PTBP1 PTGIR QPCT RAB22A RAN RBM7 RBMS1 RDH10 RHOB RHOC RMC1 RNF121 RPS27L RRAS2 RRP15 RRP8 S100A6 S100A8 SDAD1 SEPTIN11 SEPTIN7 SEPTIN9 SGCB SIRT4 SLC25A25 SLC3A2 SLCO1A2 SLCO1B3 SNF8 SOCS6 SRSF1 SRSF9 SS18L2 SSTR1 STAM TAOK3 TBC1D13 TCF21 TCTE1 TIMP2 TMEM129 TMEM161A TMEM168 TMEM9B TTL TUBA1B UBE2F UBXN2A UCN USB1 UTP18 UTP20 VAV1 VWA5A WDR82 WDSUB1 WFDC1 WNK4 WRNIP1 YIF1A YY1 ZBED4 ZFP82 ZNF207 ZUP1 GSE17721_12H_VS_24H_POLYIC_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_12H_VS_24H_POLYIC_BMDC_DN ABCD1 ABCF3 ACADM ANAPC11 APOBEC1 ARMCX5 ARPC5L ARRB1 B4GALT1 BLTP3A BRIX1 C12orf57 C1D C3orf70 CCDC107 CCDC137 CCT4 CCT8 CD1D CD300A CD72 CDCA3 CDK5RAP2 CEP104 CLCC1 CLUH CNR2 CSDE1 CSE1L CSNK1G2 CSNK2A2 CTCF CXCR4 CYB5A DARS1 DDRGK1 DDX18 DGKZ DHRS7 DNAJA3 DOK3 DSTYK DTX3 DYNLRB1 EBPL ECD EIF3B EIF4H ENO3 ENTPD6 ENTREP3 EPPK1 FAM234B FAM98A FASTK FOXK2 FOXO1 FYB1 GGH GHDC GLI2 GLIPR1L2 GPANK1 GPNMB GRK6 HDLBP HEXIM1 HINT3 HIVEP1 HMGA2 HS1BP3 HSPA4 HTATIP2 HYOU1 ICE1 IDH3B IFT74 IL6ST INPP5D ITFG2 ITPR2 KLHDC4 MAP3K4 MAVS MCM7 MFSD6 MLLT10 MNT MORF4L1 MPHOSPH10 MPND MRPL57 MRPS33 MRTFA MS4A6A MS4A7 MYLIP NAA60 NCBP1 NCBP2 NCBP3 NDUFC2 NLRX1 NOP16 NR2C1 NSUN2 NUCB1 NUP210 OAT OSGIN1 OSGIN2 OTULINL PAFAH2 PARP1 PBDC1 PCTP PDE8A PEA15 PHF2 PHTF1 PIP4P2 PITHD1 PLEKHJ1 POLR2A POLR2E PPCDC PPFIBP2 PPT2 PRRX1 PSME3IP1 PTEN PTGR1 PTGS1 PTPN14 PUF60 PWP1 RAB7A RAC2 RAD51D RASA3 RCC1L RHOT2 RIOK1 RNASEK RNF103 RNF138 RNF167 RNF20 RNF44 RPL9 SDHD SENP3 SERBP1 SFXN3 SH3BGRL2 SLAIN2 SLC2A8 SLC40A1 SLC52A3 SLC5A9 SLFN12 SMC3 SNX15 SRSF11 SS18L2 STAT3 STK17B SUPT20H SYK SYNGR2 SYNJ2BP TBC1D20 TCF12 TEP1 TGM2 TM4SF5 TMEM126A TMEM131L TMEM14C TMEM161A TP53INP1 TPRG1L TRAP1 TRIM27 TRIT1 TRMT1 TRPV2 TSTD2 TTLL1 TUBGCP5 UAP1L1 UBD UTRN VPS26C WBP2 WFDC1 XRCC1 ZBTB20 ZMIZ2 ZNF318 GSE17721_12H_VS_24H_POLYIC_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_12H_VS_24H_POLYIC_BMDC_UP ACP3 AFF1 ANXA2 ANXA6 AP3M2 APOE APPBP2 ARF5 ASB11 ASNS ATP2A1 BCKDHB BCL9 C11orf96 C1QTNF12 C3orf62 CAMP CAPG CASK CASP1 CBY2 CCDC134 CCDC88A CD302 CD44 CD81 CEMIP CEMIP2 CETN3 CHTF8 CIB2 CIBAR1 CISH CLEC5A COLEC12 COX18 CPPED1 CPT1A CREB3L2 CSRP1 CTSC CXCL2 CYBRD1 CYP2J2 DCBLD2 DDA1 DEK DHPS DOCK8 DSCAM DUSP14 DYNLT4 ECI2 FANK1 FDPS FGF19 FGF2 FOXN2 FRYL GADD45B GAP43 GATM GPM6A GRIN2C GSPT1 HADHA HDC HRH2 HVCN1 IDS IGSF6 IGSF9 IL12A IL15RA IL1RAP IL6 ILF3 INSM1 ITGA6 JARID2 JPT1 KATNBL1 KYNU LAMTOR3 LDHB LRRC8C LSM12 LXN MCUB MET METAP1 MFSD14B MINPP1 MITF MOBP MORC3 MRPS6 MYL9 MYO10 NCK1 NDST3 NDUFS8 NFKB2 NKX3-2 NR2F2 NRP2 NT5C3A NUSAP1 OLFM1 PADI4 PAFAH1B3 PAPSS1 PCSK7 PDE6D PDGFA PDIA3 PDZK1IP1 PHLDA1 PI4KA PLA2G4A PLP2 PLPP2 PLS3 PMPCB PNPT1 PPM1B PPP2CB PPP2R2A PPP2R5B PPP3CC PRDM9 PSMA4 PSMB6 PTGES RAB20 RAB22A RAB9A RBM3 RCN1 RHOB RIPK2 RMDN3 RNF115 RNF4 RRAGD RSU1 S100A9 S100PBP SAMD4B SEH1L SEL1L SFT2D2 SLC10A3 SLC12A9 SLC25A22 SLC30A6 SLC35A3 SLC41A1 SLFN13 SMAD2 SMAD7 SPDL1 SPRYD7 SRC SSR3 ST6GALNAC2 STAM2 STARD5 STAT5A STXBP1 SUB1 SVBP TCAF2 TCF4 TDRP TFEC TFG TIMP2 TMCO3 TMED8 TMEM243 TMPO TNFRSF1A TNFSF9 TNIP1 TNNT3 TOB1 TOX4 TPST1 TRA2B TRAF5 TTK TXLNB TXNDC5 UBE2G1 UFM1 USB1 USP18 YIPF5 ZBTB12 GSE17721_4H_VS_24H_POLYIC_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_4H_VS_24H_POLYIC_BMDC_DN ACADVL ACSL1 AHCYL1 AICDA AMPD3 ANAPC7 ANPEP APP ARAF ARHGAP10 ARHGAP45 ARMCX5 ATOSB ATP6V1A ATXN2 AZIN1 B3GALT4 BCAS2 BCCIP BCDIN3D BET1L BRD4 BUD31 C6orf136 CAMTA2 CARS1 CCNT2 CD37 CD47 CD72 CDC37L1 CDK5RAP2 CDT1 CERK CFAP20 CHMP1A CIAO2B CISD1 CMKLR1 CNOT3 COA5 COA7 COG8 COMTD1 CSF2 CSNK1G2 CTU1 DBNL DCTN2 DGAT1 DHX57 DYNLRB1 ECI1 EGLN2 ELK3 FBXO25 FBXO31 FBXO33 FKBP15 FTL FXYD2 GABARAPL2 GARS1 GBA1 GCLC GFUS GOSR2 GPR146 GPR65 GPRIN1 GRAMD1A GTF3C4 HELB HFE HLA-G HSPA9 IFITM3 IFNAR2 IFNGR2 IL12RB1 IL17RA JPH2 KANSL2 KCTD12 KIF3A KLHDC3 KLHL36 KLRD1 LACTB LFNG LPO LRRC42 LY96 LYRM2 MAD2L1BP MBP MCM3AP METTL5 METTL9 MIA2 MIDN MINDY1 MKRN2 MLLT10 MMD MR1 MRPS34 MRPS7 MTURN NAA60 NCF1 NDUFA6 NEK9 NFKBIL1 NLRX1 NPRL2 OAZ2 PACC1 PACS2 PCNX1 PFKFB3 PFKL PIGH PLAAT3 PPCDC PRDX5 PRKCSH PRPF39 PRRG2 PSMA1 PTGES RABGAP1 RAP2B RBKS RCC1L RETREG2 RIPK1 RNF130 RPE RPP21 SAMD8 SENP3 SFSWAP SH3BGRL2 SH3BP4 SIRPA SLC22A13 SLC4A1AP SLC5A8 SLC6A12 SLC6A20 SLIRP SMC5 SMPDL3A SON SORL1 SPG11 SPOP SRSF11 SSNA1 STMP1 SUGP1 SUGT1 SUMF1 TBC1D20 TCF12 TESK1 TEX14 TM9SF4 TMA16 TMBIM1 TMCO6 TMEM11 TNFRSF1B TPRG1L TRAPPC1 TRIM32 TRIM8 TRIT1 TRMT2A TRPC6 TRPS1 TSC22D4 TTYH2 TUBGCP5 TULP3 TYW1 VIRMA VTI1B WBP1 WBP2 ZBP1 ZKSCAN3 ZMYND8 ZNF22 ZNF24 ZNF394 ZNF503 ZNF622 ZNHIT2 GSE17721_4H_VS_24H_POLYIC_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_4H_VS_24H_POLYIC_BMDC_UP ABCB10 ABCG2 ACAD9 ACLY ACOT9 ACTG2 ADAM23 AIFM1 AKR7A2 ANAPC13 ANKRD13A ANXA2 ARHGAP6 ARL14EP ATP5F1C ATP5F1D ATP6V0A2 BIRC3 BIRC5 BRCA1 CACNG7 CALCRL CAMK2B CAMK2D CAMP CAPZA1 CCDC80 CCL2 CCNJ CD70 CDA CDK1 CEP55 CHCHD10 CHURC1 CLEC5A CLEC7A CMTM3 COPA COTL1 COX6A1 CRTAP CTSE CXCL11 DDX54 DENND2D DEPDC1 DIS3 DNAJC3 DPH6 DVL2 EEF1D EIPR1 ELP5 ETFA EVI2B EXOC4 EXOSC10 FASN FGL2 FKBP1A FMOD FOXK1 GAB1 GALNT1 GATA3 GJB4 GLUD1 GNG10 GPRC6A GPSM2 GPX3 GRAMD4 GSTK1 GSTO1 HBEGF HDDC2 HIPK3 HKDC1 HMGCR IARS1 ICOS IKZF4 INSM1 IVD JCHAIN KCNN4 KLF7 LARP7 LIN7C LPCAT1 LSM12 LSS LYAR MAD2L1 MAGOH MBTD1 ME2 MEF2C MET MFSD10 MFSD14A MICOS13 MINPP1 MIOX MIP MITF MMP12 MPC2 MRPL11 MRPL23 MRPL35 MTMR14 NAB2 NAGK NCKAP1L NDUFA11 NDUFB10 NDUFB5 NFKBIZ NKX2-2 NKX2-8 NLRP3 NR1I3 NSMF NSUN2 NUP160 NUSAP1 PAPOLB PCCB PDCL2 PDIA6 PGK1 PIM1 PLGRKT PLOD2 PLTP PPP1R14B PRAF2 PRKCI PRMT3 PRMT7 PSCA PSRC1 PTBP3 RACGAP1 RBM3 RILPL2 RIPOR1 RNASE4 RPA3 RPL36 RPS10 RPS16 RRP9 RTCA RYR1 S100A1 S100A13 SCAMP1 SECTM1 SEH1L SEM1 SERPINB6 SERTAD2 SLC1A5 SLC25A4 SLC30A6 SLC38A5 SLC4A7 SLC7A5 SNAP29 SND1 SPRYD7 SRP54 SSBP4 STK39 TFEC TFG TIMM23 TIMM8A TIMP2 TM6SF1 TMED5 TNFRSF18 TNFRSF1A TOX4 TRAF5 TRAM1 TSPAN5 UBXN2A UFM1 UNC119 UQCR10 UQCRC1 UQCRFS1 VEGFD YBX1 ZFX GSE17721_4_VS_24H_CPG_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_4_VS_24H_CPG_BMDC_DN AAGAB AARS1 ABCB7 ABCC5 ACSL5 ADAM9 ADNP2 AKIRIN2 ALOX5AP AMACR ANAPC5 ANKRD24 ANTXR1 AOPEP AP2A2 ARC ATF6B ATP13A2 AVPI1 B3GAT3 BDH1 BMAL2 C1GALT1C1 C6orf136 C9orf72 CCT6A CDC23 CDK5RAP1 CDK8 CEP20 CMTR2 COPG2 COQ9 CPEB2 CREG1 CXCL16 CYB5A CYFIP1 DALRD3 DCAF4 DDB2 DDRGK1 DDX6 DELE1 DENND2D DGUOK DHRS7B DNAJB1 DNAJC12 DNER DNMBP DUSP1 EGR2 EIF4G2 ENPP2 EPB41 FASTKD2 FBXO38 FBXW4 FCER1G FLYWCH1 FOS GDI1 GDI2 GJC1 GMFG GRAMD1A GRINA GRIPAP1 GSTM5 GTF2H2 GTF3C1 HACD4 HCFC1R1 HDAC5 HGS HOXC8 IFNAR2 IFT57 IGBP1 IL10 IMPDH2 INPP5D INTS6L JUN KCMF1 KDM3A KHDC4 KLC2 LCE2B LYL1 MED28 MEPCE MFAP1 MFSD6 MGAT2 MIF4GD MMP9 MMUT MNT MOAP1 MOCS2 MORF4L1 MRE11 MRFAP1L1 MRPL4 MRPL41 MRPL45 MYDGF NAA38 NDUFAF7 NDUFB3 NFIL3 NPEPPS NRIP1 NUFIP1 OGDH OR6A2 OSGIN1 PAK1IP1 PAM16 PAQR7 PDIK1L PDLIM7 PEX19 PGAM1 PLIN2 PLTP PNKD POGLUT2 POLR2B POR PPIC PROCR PSEN2 PTPN14 RAD23B RALBP1 RD3 RECQL RFC1 RGL2 RMC1 RNF103 RNMT RNPS1 ROR1 RPP25L RRAD SARS1 SASH1 SEC24D SIL1 SLA SLC1A5 SLC25A19 SLC25A20 SLC26A7 SLC38A2 SLC39A13 SLC9A8 SMIM3 SMPD2 SNTA1 SOAT1 SON SOS2 SPICE1 SPN SRD5A3 SREK1IP1 STAG1 STAT4 TECPR1 TEPSIN TERT TM6SF1 TMLHE TRIAP1 TRIM27 TRIM41 TTC3 TTC30A TUBB2B TULP3 USP5 VPS26C WDFY3 WDR45B WDTC1 XRCC6 ZBTB2 ZBTB25 ZDHHC16 ZDHHC6 ZFP36L1 ZNF124 ZNF524 ZNF830 ZYG11B GSE17721_4_VS_24H_CPG_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_4_VS_24H_CPG_BMDC_UP ABI3BP ACE2 ADA ADGRA3 ADK ALYREF ANKRD22 ANKRD44 AP3D1 ARF6 ARHGAP6 ARL4A ATG4D ATP5MC1 BCL9 BFAR BHLHE41 BICC1 C2orf76 CAMKK2 CCDC80 CCNL1 CCNL2 CCR1 CCT5 CD163 CDH15 CHRND CHST4 CLK3 CLN5 CLSTN1 CLTB CMTM3 COL5A3 COX18 CRYBG3 CS CYP26A1 CYP4A22 DAGLB DSTN ECE2 EDN1 EEIG1 EFHD1 ELAVL2 EMP1 EMP3 EYA4 F10 F13A1 F7 FABP3 FCRLA FHL2 FOXH1 FOXP1 FRMD6 FTCD FXYD1 GAPDHS GFI1B GJB2 GLYCTK GNG3 GPR162 GPR88 GTSF1L HAL HBEGF HMGCS1 HOMER3 HOXA11 IFNAR1 IL18 IL23A INSM1 ITLN1 KATNA1 KATNBL1 KAZN KCNA7 KCNQ2 KDM5C KLHL11 KRT2 KRT85 LCN8 LGALS8 LONP2 LPAR1 LRRN1 LY6G6D LYPD8 MAB21L2 MAN1A1 MAP2K4 MARCHF5 MATN2 MEN1 METTL7B MITF MPP4 MRC2 MT2A MTM1 MYL6 NAA11 NCK1 NDE1 NDUFA9 NDUFV3 NECTIN2 NFKB1 NME1 NOC4L NODAL NPY5R NRK NRROS NSDHL NUP93 OSGIN2 OTUD5 OXCT1 P2RY14 PARP12 PCCB PDGFA PHLDA2 PI4K2A PIGX PIP5K1A PLA1A PLS1 PMP22 PPP4C PRKX PTH PTPRR PTRH1 RAB3C RAB9A RABGEF1 RANBP1 RASA4 RBM3 RBMS1 RFK RHOC RPS6KA2 RRAS2 RUFY3 S100A10 S100G SAMD4A SAPCD1 SAV1 SBDS SCML4 SEPTIN6 SEZ6 SHROOM3 SIAH1 SLC25A22 SLC30A3 SNN SOD3 SORCS3 SPAG5 SPTBN2 SPTLC2 SRD5A2 SRGAP2 STMN1 SUB1 SYT12 TBC1D15 TBCA TBRG1 TBXAS1 TC2N TENT5C THOC6 TLR6 TMEM135 TMEM243 TPBG TRAF5 TRIM69 TSPAN12 UBE2D1 UQCRFS1 UTP3 VPS28 WNT7B XCR1 XRN1 ZDHHC5 GSE17721_4_VS_24H_GARDIQUIMOD_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_4_VS_24H_GARDIQUIMOD_BMDC_DN ACSL5 ADH1C AKIP1 ALDH7A1 APOBEC1 ARFGEF1 ARHGAP5 ARL6IP1 ATP13A2 ATP6V0E1 AZIN1 B3GALNT1 B3GNT2 BIRC6 BMI1 BTK C15orf39 C1R C9orf78 CA13 CAV1 CBX4 CD244 CD2BP2 CDC42SE2 CHEK2 CKS2 CLNS1A CMTM7 CNPY2 COMMD5 COMT CPT1A CRYZL1 CUX1 CXCR4 CYB5R1 CYB5R3 DGKZ DGLUCY DGUOK DHX16 DHX32 DNAJC18 DPY30 DYNLL1 ECSIT EIF2AK1 ENPP2 ENPP3 ENTREP3 EOLA1 ERLEC1 ERLIN1 ESD EVI5 FAHD1 FAM53A FANCF FCHO1 FDXR FOXO3 FRRS1 GLG1 GPCPD1 GRK2 GTF2E2 HCLS1 HPF1 HSD11B1 HSP90AA1 HTR2B INSIG2 IRX6 IVNS1ABP KAT2A KLHL7 LARS1 LDAH LGALS3BP LGALS4 LMO4 LPIN2 LRBA LRPAP1 LYSMD3 MAP2K6 MLH3 MOAP1 MORN4 MRM2 MRPL13 MRPL27 MRPL44 MRPS23 MRPS7 MTA3 MTRES1 MTURN MXI1 MYO7A N4BP2L1 NAGLU NCBP1 NDUFAF4 NDUFC2 NEAT1 NEK9 NFX1 NIF3L1 NLRX1 NMD3 NOMO1 NSD1 NXT1 PAFAH2 PARP1 PARP16 PARP2 PARP3 PC PER1 PFKFB3 PGM1 PINK1 PLA2G6 POT1 PPBP PPFIA4 PRMT5 PSMA6 PSMB5 PTPN6 RARS1 RBMS2 RDH13 RHOA RHOQ RILPL2 RPP25L RREB1 SARS1 SDF2 SEC14L1 SECISBP2L SERF2 SGK1 SKIC8 SLC15A3 SLC25A20 SLC25A39 SLC25A51 SLC35A1 SLC39A6 SLC6A8 SMARCA2 SMARCAL1 SNHG8 SNX15 SNX21 SPIDR SPOP SREK1IP1 SRM SRSF10 ST13 STARD7 STAT6 STX17 SUGP2 SUMF1 SUSD6 TARS1 TCEAL1 TDP1 TDP2 TEFM TEN1 TLR8 TM2D3 TMEM33 TNRC6A TOR2A TSPO TULP3 TXN UBAC1 UBE2B USP20 VPS26B VPS9D1 YAE1 YPEL3 YPEL5 ZFAND2A ZNF287 ZNF639 ZNHIT2 ZYG11B GSE17721_4_VS_24H_GARDIQUIMOD_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_4_VS_24H_GARDIQUIMOD_BMDC_UP ABCG2 ABCG4 ACO2 AGO2 AMHR2 ANAPC13 ANKRD13A ANXA11 ANXA3 AP1G2 AP1M1 ARF6 ARHGAP6 ARHGEF7 ARMCX3 ASB11 ASGR2 ATF3 ATP11C ATP5PB BATF2 CALML3 CALML4 CAMKK2 CCDC86 CCNJ CD74 CD86 CD93 CDX2 CELA2A CENPM COTL1 COX4I1 COX6B1 CSF3R DBNL DENR DEPDC7 DLL1 DOCK1 DPP7 ECE1 EEF1AKMT1 EEF1D EHD2 EIF2S3 ELF5 EMC6 EPB41L2 ERAL1 EVA1A EXOC4 FAM184B FDPS FKBP11 FKBP5 FMC1 FOXD3 FUOM FXYD5 GADD45B GALNT3 GHRHR GM2A GMPPB GPR3 GRIA2 GZMA HACD2 HMGN3 HNRNPLL HS3ST3B1 IFNAR1 IGHG1 IL1B IL4I1 IL6ST ITCH ITPRID2 KANK3 KCNN4 KIF1C KLF6 KLHL11 LAMC3 LAPTM4B LAPTM5 LARP7 LCP2 LHX9 LSM4 LSS LTA MAFF MB MEF2A MELK MEMO1 MID2 MLC1 MOB1B MOB3B MPP4 MSC MYO5A MYOC NAA20 NAP1L1 NAXE NCK2 NDUFA11 NEDD9 NR1H4 NR2F6 NSMCE2 NT5C3A NUMB OXCT1 OXT PCLAF PDIA6 PHYHIPL PLAAT3 PLCL2 PLEKHF1 PLTP POLR3D PPP6C PPP6R2 PRMT6 PSME1 PTGIS PTRHD1 PUF60 RAB8B RARG REEP3 RELA RHOH RNASE2 RND3 RNF38 RNPEPL1 RPLP1 RPS19 S100A13 SAMM50 SAP30 SDHC SELENOT SEMA5A SERPINB1 SERPINB2 SF3A2 SLC12A4 SLC17A1 SLC25A3 SLC41A2 SLC4A2 SND1 SNN SNX4 SREBF2 SRGAP3 SRP68 ST3GAL5 STARD4 STK40 STX1A STXBP6 SVBP SVEP1 TBC1D13 TEX264 THAP2 TIGD5 TMEM120B TOP1 TPK1 TRAM1 TRAPPC6A TREM2 TRIB1 TSPAN15 TTL TUBB2A UBE2C UBE2H UFM1 UPP1 UQCR11 UTF1 UXT WDR86 YPEL1 ZBTB18 ZNF207 ZNF318 ZNF385A GSE17721_ALL_VS_24H_PAM3CSK4_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_ALL_VS_24H_PAM3CSK4_BMDC_DN ABCB4 ABCC3 ACP5 AGPAT5 ALDH2 AMACR ANAPC1 ARHGDIB ARL3 ATOX1 BCAP31 BCKDHA C1R C1S C3 CBR1 CCDC107 CCDC71 CCNDBP1 CD1D CD2BP2 CD300LD CD37 CD52 CDK5RAP1 CDKN2D CFAP410 CFAP68 CHAC1 CHST1 CLEC4D COL19A1 COX7A2L CPNE3 CREG1 CTSF CWC27 CX3CR1 CYB5R4 CYP1B1 CYRIB DCN DDT DGAT1 DGAT2 DGCR6 DHRS1 DHX57 DNAJC18 DOK3 EBAG9 EMB ENPP2 ETV1 EXT2 FADS1 FAM120B FAM216A FAM32A FBXW2 FKBP7 FRK FXYD2 GAB2 GANC GAS2 GCLC GJA1 GLG1 GOT2 GRINA GSDME GSTA5 GSTT2 HACD3 HACL1 HIBCH HLA-DOA HLCS HMMR HPRT1 HSD11B1 HTATIP2 IFTAP IGFBP4 IRF8 ITFG1 ITM2B KDM3A KIAA1143 KIF1B KLRD1 LAMP2 LAMTOR2 LIF LIMD2 LRBA LTC4S MAGED1 MAP1LC3A MAP1LC3B MAP2K6 MBOAT7 MFSD6 MGST1 MGST2 MID1IP1 MMD MMP9 MPLKIP MRAS MRPL33 MRPL45 MYCBP MYO1B NAB1 NCAPH NDUFA4 NDUFA7 NF2 NOCT NPY NQO1 OAZ1 OAZ2 OLFML3 OSGIN1 OXLD1 PABPC1 PFKL PGAM1 PIK3CG PIM2 PLBD1 PLCB4 PLRG1 POLR1D PPEF2 PRDX2 PRG4 PRKCB PSD3 PTDSS2 PTEN PTPN21 PTPN6 RAB13 RAMAC RDH12 RIDA RNF128 RRAS SARAF SCP2 SCPEP1 SEC14L1 SELENOM SERF2 SERP1 SERPINI1 SHISA2 SKP1 SLAMF9 SLC25A10 SLC39A4 SLC6A9 SLPI SMIM14 SNHG8 SOD1 SPICE1 SPIDR SPN SSX2IP SYT11 TAL2 TBC1D19 TBCE TCEAL9 TESK2 TFPI TGFBI TM4SF5 TMEM119 TMEM126A TMLHE TMUB2 TNFSF13B TP53I13 TP53INP2 TPD52L2 TPRG1L TSPO TUBGCP4 TULP3 UFSP2 VEGFC WIPI1 ZC3H14 ZNF821 GSE17721_ALL_VS_24H_PAM3CSK4_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_ALL_VS_24H_PAM3CSK4_BMDC_UP ACTR1A ADAMTSL5 AGO2 AIDA AIRN ALDH1A2 ALYREF ANKRD26 ANPEP ANXA1 ANXA2 ANXA4 APOE ARHGAP1 ARHGAP10 ARID3B ARPC5 ATAD2B ATP2B2 ATP6V1G1 BRI3 C2CD2 CA2 CA4 CACUL1 CAPG CAPN2 CAPZA2 CAPZB CBLN1 CCDC86 CCL13 CCL17 CD53 CD74 CEBPB CFDP1 CFL1 CFP CHMP3 CIITA CLCN5 CLEC10A CLEC7A CLTB COLGALT1 COTL1 CPA2 CRLF2 CSF1 CTSB CTSS DDX39A DDX39B DNMT3A EBNA1BP2 ECE2 EIF5A EMP3 ENAM EPS15L1 ETFA EVL F10 FGF13 FGR FKBP1A GALNT3 GATM GBP7 GDAP2 GJA10 GPX3 GRB10 GTF3C5 GTF3C6 HBEGF HEYL HGSNAT HLA-DMB HLA-DQA1 HLA-DRB1 HSPA5 HTT ID2 IFIT2 IGF1 IGF2R IL11RA IL1RN IL7R ITGAX ITPR1 JPT1 KBTBD2 KCNN4 LCAT LECT2 LGALS3 LPL LSP1 LTBP4 LYPLA2 MANF MAPK6 MAPRE2 MAT2A MCRIP1 MITF MRPL54 MRPS28 MRTO4 MYBPH MYD88 MYO9A NECAP2 NLN NOL12 NOP58 NSMCE2 NUP58 OSBPL6 P2RX5 P2RY14 PCSK7 PDIA6 PFKP PHYKPL PITRM1 PLAUR PPP1R14B PRELID3B PRKCD PRRC1 PSAP PSMB10 PSME1 PTPRO PTRH1 QPCT RANBP1 RBM3 RIN2 RNASE2 ROPN1 RPS6KA4 RPS6KC1 RRBP1 RRP9 SCGB3A2 SEC61A1 SELENOT SEPTIN2 SEPTIN8 SGCB SGK3 SLAMF8 SLC25A13 SLC30A4 SLC5A2 SLC7A8 SLFN12L SMC6 SMS SMYD2 SNAP29 SNX12 SNX6 SPEG SPP1 SRP68 SUV39H2 TACSTD2 TBC1D13 TBCB TDRD7 TDRP TGFB1 TGFBR1 TIMP2 TMEM150A TMEM191C TOR1AIP1 TPSB2 TRAF5 TUBB2A TUBB6 UAP1L1 UBE2E1 UBE2L6 UBL4A USP25 UTP18 UTP20 VAT1 VIM VWA5A VWF YIF1A ZYX GSE17721_CPG_VS_GARDIQUIMOD_0.5H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CPG_VS_GARDIQUIMOD_0.5H_BMDC_DN ABCD1 ABL1 ADAM19 ADD1 AGRN ALDH1L1 ALG2 AMBRA1 ANAPC7 ANKRD13C ANXA13 AP2A1 APP ARF3 ARHGAP35 ARHGDIA ARHGEF18 ARHGEF40 ARIH2 ARSG ASXL1 B3GAT3 B3GNT5 BACH1 BASP1 BCKDHB BCL9 BLTP3A BRAP C2CD2L C6orf136 CCL25 CCNK CDH2 CHMP4B COL3A1 COL4A6 COX8A CRTC2 CTNNB1 CUL2 DENND5A DGKG DHRS3 DNAH1 DNAJC14 DNAJC30 DNM1 DNMT1 EN2 EPB41L1 EPN1 EYA3 F11R F5 FAM149B1 FAM53C FBXO28 FBXW11 FBXW12 FCGR3A FHL1 FNTB FRYL GATAD1 GGCX GIT1 GOLGA2 GOLGA7 GPANK1 GPATCH4 GPR180 GTF2H4 GYS1 HEY1 HLX HMGA1 HMX3 HNRNPD HOMER2 HPCAL1 IGFBP4 IKBKB INCENP IRAG1 ITGB7 KCNK13 KIAA0930 KRCC1 KRTAP21-1 KTI12 LDLRAP1 LPAR3 LRBA LYPLA2 MAGIX MANSC1 MAP1LC3A MAP4K4 MAP6 MARCHF5 MARK4 MCUB MDFIC MED15 MGLL MKNK1 MNAT1 MOB3B MOCOS MPZ MYF5 MYL12B NACC1 NCK2 NCOA5 NCOR1 NEK9 NFATC2 NFATC2IP NOTCH1 NT5M OAS3 OCSTAMP OLIG2 OSGEP PAPSS1 PAQR7 PARP2 PAX1 PCDH20 PDCD6 PDE1B PDK4 PELO PENK PPP1R21 PPP2R2A PPP2R5B PSD3 PSMG2 PTDSS1 PUF60 RBM17 RCOR3 RETREG2 RFXAP RGS14 RNF135 RNF25 RNF44 RPAP3 RTN1 SELENBP1 SERPINB6 SETD6 SF1 SF3B1 SHKBP1 SHOC2 SLC15A5 SLC25A51 SLC27A2 SLC37A4 SLC7A3 SLFN13 SNX12 SNX3 SORT1 SOX11 SPHK2 SYNRG TAF13 TAP1 TARBP2 TFAP2C TGFB2 TIMM9 TKT TMCO6 TMEFF2 TMEM131 TMEM184B TMEM63A TMOD2 TNFAIP2 TNIP1 TNPO2 TPCN2 TRAF3 UBA7 USP26 UXS1 VAMP1 VN1R5 VPS9D1 YWHAE ZNF281 ZNF518B ZNF598 GSE17721_CPG_VS_GARDIQUIMOD_0.5H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CPG_VS_GARDIQUIMOD_0.5H_BMDC_UP ABCB7 ACKR2 ACOT1 ACTL7A AIF1 ALDOB ALKBH3 ALS2CL ANGPTL1 ANKRD46 ARHGAP5 ATP1B2 ATP5F1D ATP5MC1 ATP6V1E2 AURKB B3GALNT2 BCAP29 BCAR1 BICD2 BMPR2 BTG1 C16orf89 C1GALT1C1 C6orf120 CABP5 CACNB4 CALHM5 CASP1 CCL17 CCNG1 CCR2 CDC25C CDH13 CHCHD5 CHRD CHRNB4 CHRND CIB1 CLDN3 CLN5 CNOT2 COPB2 COX6B1 CPA5 CPB1 CSDE1 DBI DIPK2A DMXL1 DNAJC17 DOLPP1 DRAM2 EPB41L5 EPHA6 ERG28 FAM120A FASTKD2 FGF5 FGFR1 FOXA2 FTSJ3 GADD45B GBP6 GDF11 GDI1 GFRA3 GLA GLIS1 GLRA3 GLRX3 GPR65 GPR88 GPRC5B GRK5 GSX1 GTSF1L H6PD HCRT HEMGN HMCES HMGCL HOMER1 HOXD9 IDO1 IFI27L2 INTS8 INVS IQCC IRF2 ITPK1 KERA KLHDC3 KREMEN1 KRT1 LAMA4 LAMTOR4 LCOR LEFTY1 LEPROT LIPT1 MAF MAP1LC3B MPC1 MT1E MTFP1 MTFR1L MTHFS MTURN MYCBP MYCT1 NAA15 NABP1 NCAN NCBP2 NDUFA6 NDUFB4 NDUFC1 NDUFS8 NOLC1 NOS2 NRIP3 NT5E OSCAR P2RX7 PDE10A PFDN5 PIGC PITPNB PLCB2 PLG PLGRKT PNO1 PON3 PRMT7 PRRT1 PRSS16 PRSS22 PSENEN PTRH2 RAB3B RABEP1 RGS1 RHBG RNF144B RNF183 ROPN1 RPE RPL22L1 RPL23A RPL26 RPL37A RPL41 RPP21 RPS14 RPS25 RPS5 RXFP2 RXRG SACM1L SERINC1 SLC15A3 SLC38A2 SLC48A1 SMU1 SNRPB2 SNX29 SOX5 SP1 SPAG4 SRPX2 SS18L2 STAP1 SUCO SUGT1 SUOX SYNPR SYT12 SYTL1 TAF7 TFIP11 THBS3 THSD1 TMEM186 TPR TRAF3IP2 TRAF4 TTC27 TYR UBE2B UQCR10 UQCR11 UQCRQ USP17L2 WDFY3 WDR75 YTHDF2 ZNF207 ZNF227 GSE17721_CPG_VS_GARDIQUIMOD_12H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CPG_VS_GARDIQUIMOD_12H_BMDC_DN ABCC1 ABHD3 ACTRT1 ADGRA3 AK4 AKR7A2 ALDH1A2 ANP32E ANXA4 APAF1 ASH1L ATP6V0B AXIN2 BBX BCL9 BPNT1 C18orf32 C1R C4BPB CA4 CABLES2 CACNA2D3 CAMK1D CARM1 CARMIL1 CCDC28A CCDC77 CD33 CEBPD CERS2 CHKB CLEC4A CLEC4D CLEC5A CLEC6A CLIP1 CNIH1 COL5A1 CPEB1 CPSF7 CRLF2 CTPS1 CXCL2 CXCL3 CYB5A CYB5R1 D2HGDH DACH1 DAZAP2 DDOST DEGS1 DEK DMTN DOK2 DUSP6 ECHDC2 EGR2 EI24 EMC6 EMC9 ERMP1 F5 FGD6 GADD45A GLCCI1 GLG1 GLUL GRIPAP1 GZMM H2AZ1 HCAR2 HCLS1 HES5 HIRA HOXB13 HSD17B12 HSPA1B HSPA5 HYPK IER3 IFITM10 IL1B IL1RAP IL9R INPP5A INTS6 IRF2 ISCU JKAMP KCTD12 KRTAP4-12 LAPTM4B LMAN2 LRPAP1 LRRC57 LRRK2 LZTR1 MAPK8 MARK1 MEST METAP1 MGST1 MLLT3 MMP2 MMP9 MRPL37 MTCH2 MYO1B NADK NANP NCAPG2 NDUFA9 NDUFB8 NENF NIN NKIRAS1 NR2C1 NT5DC3 NUDCD2 NUTF2 PEX3 PHPT1 PHTF2 PI16 PIK3C2A PKD1 PLXNA2 POLR2F PPIL4 PRKRA PRXL2A PSRC1 PTGR1 PUM3 RAPSN RB1 RGCC RIOK2 RIPOR2 RNASET2 RPA2 RPA3 S100A11 SATB2 SCRN3 SEPTIN9 SERTAD3 SGK1 SH3BGRL3 SHOC2 SIX1 SLC16A8 SLC1A2 SLC22A4 SLC35B1 SLC41A1 SMAGP SMIM14 SMYD5 SNRNP25 SOX4 SPHK1 SPINT2 SPRYD7 SQLE SQOR SSR2 STEAP4 SUCLA2 SUN1 SYNJ2 TAF13 TALDO1 TANK TFB1M TFRC THNSL1 TMED10 TMEM179B TMEM243 TMEM63A TMX1 TNNC2 TOMM6 TRAPPC3 TREM1 TSPAN31 TUBA4A UBE2B UBE2E2 UROD USP33 VEGFC VWA5A WBP2 WDR83OS WFS1 ZBTB11-AS1 ZBTB20 ZNF330 GSE17721_CPG_VS_GARDIQUIMOD_12H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CPG_VS_GARDIQUIMOD_12H_BMDC_UP ABCC6 ABHD14B ACER1 ADGRE5 ADRA2A AIRN AKR1B1 ALCAM ALLC AMY2A AP2B1 APOBEC1 ARF5 ARHGEF10L B3GALT1 B3GALT5 BATF2 BID C11orf96 CA13 CABYR CACHD1 CACNA1A CAPG CARD19 CASP3 CCL2 CCL24 CCL5 CD81 CDC37 CDKN2C CELA2A CEP95 CGA CHST7 CIDEB CIITA CKAP5 CLDN15 CNTNAP1 CPB1 CPNE2 CRABP2 DAXX DBNDD1 DES DIRAS1 DOCK6 DPYSL3 ECE1 ECEL1 EGLN2 EGR4 ELAVL2 ELAVL3 ELP2 EOMES EPHA1 ERGIC1 ERN2 ETV3 ETV4 ETV6 FABP9 FAM104A FGL2 FLNC FPR3 G3BP2 GAB1 GBP2 GBP7 GHITM GLUD1 GNGT1 GPC6 GPR83 GPRC5B GPX6 GRIK1 H1-2 HEMK1 HLA-DMA HLA-E HLA-G HNF1A HTATIP2 IFT172 IGF2BP2 IHH IL15RA IL4I1 INTS4 INVS IRGM ITGA9 KAZALD1 KCTD14 KDR KEAP1 KIFC3 KLK8 KPNA3 KRT2 KRT82 LITAF LOXL4 LPIN1 MACROH2A1 MAFK MIDN MIPOL1 MMS19 MPND MSH5 MTSS1 MUSTN1 MYF5 MYL4 MYOZ1 NCKAP1L NDUFS4 NES NFKBIB NHERF2 NINJ1 NT5M OSGIN2 PBDC1 PCDH1 PDE3A PDK3 PDZRN3 PHLDA2 PKP1 PLPBP PMVK POF1B POSTN PRAP1 PRPF38A PSTPIP1 PTGS2 PTPRN RABEP1 RBM3 RCC2 RGL1 RNASE3 RPP21 RTKN2 RTN4IP1 SAA4 SAC3D1 SDAD1 SDC4 SH3TC1 SH3YL1 SHCBP1 SIN3B SIX3 SLC12A3 SLC1A3 SLC25A11 SLC30A3 SLC35F6 SLC7A3 SMAP2 SOSTDC1 SRSF11 STK4 STMN1 STMN3 SUCO SULT1B1 TBL3 TCF15 TCTE1 TEAD1 TENT5C TGM2 TINAGL1 TLR9 TNNT2 TOR3A TPX2 TRDN UBD UFM1 VCAM1 VSX1 VTN WNT5A ZBTB45 ZFP90 ZNF124 ZNF142 ZNHIT1 ZYX GSE17721_CPG_VS_GARDIQUIMOD_16H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CPG_VS_GARDIQUIMOD_16H_BMDC_DN ABAT ABI1 ADGRG3 ADRB2 AK3 AKR1B15 AMMECR1 ANKZF1 ANO1 APOC2 APRT ARF6 ARHGDIB ARID5A ARL6 ARTN ATP1A1 ATP6V1A ATP6V1C1 B3GNT5 B3GNTL1 BAZ2A C1QL1 CACYBP CALCOCO2 CAPZA1 CAV1 CCDC28A CCNI CCRL2 CCT5 CD38 CDIPT CEACAM21 CHST15 CITED2 CLEC4A CLPX COG8 COL5A3 CP CRADD CTBP1 CYP2J2 DAB1 DAPK1 DDX17 DIPK2A DNER EBF3 EDEM3 EFS EIF2AK3 ELAVL3 EMC7 EML5 ERMP1 ERO1A ESRP1 ETF1 EVI5 FAM120A FAM222B FAM234B FAM53A FAM98A FDFT1 FKBP11 FOSL1 FUT10 GCDH GINS1 GK GRP GTPBP1 HAPLN2 HLA-C HLCS HMG20A HNRNPAB HNRNPF HP HPRT1 HPS1 IBTK IGDCC3 INTS7 ITGA4 ITIH4 KCND3 KCNE2 KICS2 KLHL9 LHX5 LRWD1 LTC4S MAG MARCO MCEE MCUB MLLT10 MRAS MSN MTERF3 MTF2 MYO1B NAT9 NBEA NDEL1 NDUFB8 NOP9 NQO1 NR1D2 P2RY6 P4HA1 PAG1 PARG PARP16 PDCD6IP PDHA2 PIK3CG PILRA PLAGL2 PNPO POLD2 POMC PPIC PPP1R14A PPP1R17 PRMT7 PROKR1 PRRC1 PSMG3 PTGR1 RAB38 RASGRP1 REXO1 RIPK1 RNF149 RNF5 ROCK2 RPL38 S100G SCN2A SELENOP SERPINB2 SH3GL1 SIGIRR SIN3A SLC25A45 SLC2A5 SLC31A1 SLC39A4 SLC7A7 SLPI SMPD2 SNRNP70 SORBS3 SORCS1 SOX4 ST3GAL2 STRN3 STXBP3 TAC1 TANC1 TECR TENM1 TF TIMM8A TK2 TMEM135 TMEM179B TMEM199 TMEM38B TNKS2 TRIM2 TRIM28 TRIM41 TRMT112 UBAC2 UBE2B UBE2H UBE4B UBOX5 UPP1 USO1 USP1 USP14 VPS37A WASHC4 WIPI1 WNT5A XBP1 XIST XPR1 YEATS4 YWHAZ ZBTB33 ZNF280D GSE17721_CPG_VS_GARDIQUIMOD_16H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CPG_VS_GARDIQUIMOD_16H_BMDC_UP AAMDC ACTN1 ADD2 ADGRL4 AFG1L AHDC1 AMHR2 ANGPT1 ANGPTL7 ANKH ANKRD33 ANXA9 APOC3 ATP11A BCL2L11 BEX3 BMS1 BPHL CARD14 CC2D1A CCDC90B CCL13 CCND2 CCR6 CD200 CD209 CD22 CD34 CD79A CDH15 CDH5 CDK1 CES3 CHRNA1 CHST10 CHST7 CIB2 CIITA CLCF1 CLDN8 CLPP CLTB CR2 CSF1 CWH43 CYYR1 DCLK1 DDIT3 DDX5 DGUOK DHX16 DIP2B DNM3 DPM2 DSCAM DUSP2 DYRK1A EEF1B2 ENKD1 ENPP2 F8A1 FAAH FAM50B FKBP9 FMC1 FOXI1 GAPDHS GBP2 GNB3 GSTO1 GUCA1A GUCY2C H2AC25 HAS2 HBZ HLA-DMA HMGA1 HNRNPH3 IFNA1 IFT81 IL15RA IL17RD IL9R IMPA2 IMPG1 IRF8 ITM2B IZUMO1R KARS1 KIF1A KIF1C KIFC1 KLHL10 KLRD1 KRT20 LETM1 LNX1 LSP1 LY75 LYPD8 MAGEA11 MEA1 MFHAS1 MFSD11 MGAT4B MICAL2 MOV10L1 MRE11 MTSS1 MX1 MYO1C MYO5A MYOF N4BP3 NAV2 NCKIPSD NECTIN2 NIPAL2 NR5A1 NSMCE4A NUDT9 OAF P2RY12 PCDHB5 PCOLCE PER3 PEX26 PFKP PGC PGLYRP1 PGLYRP2 PHGDH PIGS PIP4K2A PKDCC PKP3 PLA2G15 PLA2G4F POLG POLG2 PSD PTK7 QTRT1 RAG1 RCSD1 RIPK2 RNH1 RPS8 RTCA S100A9 SCRT1 SEPTIN2 SERPINA3 SETD4 SGCA SGMS1 SHMT1 SLC26A6 SLC35F6 SLC5A11 SLC5A9 SLC6A13 SMARCE1 SON SORCS2 SPTAN1 SRF STAC2 STXBP2 SYT12 TAF10 TAGLN TBX4 TDO2 TDP1 TGFB2 THBS3 TIAM1 TKFC TKTL1 TMEM37 TMEM79 TPPP3 TPRKB TRPC5 TSKS TSPO TSR3 TTYH1 TUBB2A UBAP1 UBE2G1 UMOD VAMP8 VEGFB VRK2 WSB2 YAP1 ZC3H3 ZFP82 GSE17721_CPG_VS_GARDIQUIMOD_1H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CPG_VS_GARDIQUIMOD_1H_BMDC_DN ACIN1 ACLY ACSL5 AGTRAP ANPEP API5 APOC3 APRT ARRB1 ATG16L1 ATP6AP1 ATXN10 ATXN7L3 BAG1 BCAR3 BCCIP BDH1 BET1 BID BPNT1 BRD4 BTBD1 CALR CCDC91 CCND3 CCNQ CCR1 CDIPTOSP CDKN2C CHL1 CHMP1A CLCN7 CMTM3 CNIH1 COG8 COL4A6 COMMD7 COX18 CSE1L CSTF1 CTDP1 CYB5R1 DGKZ DHX9 DKKL1 DNAJA3 DNAJC15 DOK2 ECHDC1 EIF2S2 EIF3B EIF3E EIF4EBP2 ELMO2 ENTREP3 ERAL1 ERMP1 ETAA1 EVI5 EXOC8 FAM3C FGFR1OP2 FIZ1 FKBP4 FLT1 GANAB GATM GBA1 GJD2 GLMN GNPTAB GOLT1A GPR180 GTF2H4 HACD3 HASPIN HNRNPR HNRNPUL2 HRAS HSD17B12 HSDL2 IMPACT IPO8 IPO9 IREB2 KLF4 LARP1 LCLAT1 LMAN2 LRRC40 MAP4 MATK MBNL1 MCM3AP MCM5 METAP2 MMACHC MRPL22 MRPL9 MTX1 NAAA NCMAP NDUFA9 NPEPL1 NPRL2 NUDT4 NUFIP1 NUP160 OGA OPN3 ORMDL2 P2RY1 PCNP PDCD2 PDS5A PEX2 PGS1 PHAX PIGQ PIP4P2 PLOD3 PNPO POLDIP2 POLR2H PPP5C PPP6C PRKDC PRMT5 PROS1 PURB PWP2 PYROXD1 RAB7A RCC1L RHOH RNASEL RNF187 RPL36A RPS6 RPS6KA1 SDHA SDHD SEC22B SEC61A2 SEL1L SELENOT SF3B3 SHH SLAMF6 SLC25A39 SLC30A5 SLC35A1 SLC35D1 SMARCD2 SMC4 SMYD5 SNX3 SNX4 SNX6 SPTLC1 STK10 STK16 STK26 STOML2 STX3 STX7 STXBP6 SUGP2 TGFBR2 THRAP3 TMEM14C TMEM183A TMEM203 TMEM268 TMEM33 TOPORS TRAF6 TRAM1 TRAP1 TRIM27 TSNAX TUBD1 TUBGCP3 TXNL1 TYW1 UBE4A UQCC1 UQCRB USP5 VTA1 VTI1B XRCC6 YEATS4 ZBTB12 ZBTB7A ZDHHC4 ZDHHC7 ZFP36L2 ZFX ZNF746 GSE17721_CPG_VS_GARDIQUIMOD_1H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CPG_VS_GARDIQUIMOD_1H_BMDC_UP ACSS2 ADAM33 ADAMTS4 ADD2 ADH1C ADHFE1 ANKZF1 ANXA5 APBB3 APOB APOM ARHGEF2 ARID1A ARX ASL ASPSCR1 ATXN2 BCAS3 BCL2L2 BICC1 BIRC2 BPIFB1 BRD2 BRWD1 BTG1 BTG4 C6orf58 CACNB3 CACNG1 CCR7 CD200 CD274 CFB CHKA CHRD CHRDL2 CLASP1 CMC2 CNGA1 CORT CTSS CWC15 CYP26A1 CYTH1 DAPP1 DBH DCBLD2 DDX46 DGAT2 DLX1 DMTN DOK3 DSCAML1 DTNB DUOXA2 DYRK1B EIF1 ELK3 ENPP5 ETV6 EZH2 F11R FAH FAM89A FAS FBXL8 FBXO33 FKBPL FPR1 GEM GGCX GJA1 GJB3 GJB6 GPR83 GTF2B GYPC HAAO HCFC1R1 HEXD HPD IFT140 IKZF2 IL15RA IL17RA INTS6 IRF8 ITGB3 ITIH3 ITPR2 JUN KCNJ11 KCNS2 KCTD10 KIF1B KLHL13 KPNA4 L1CAM LDLRAD4 LIN9 LTC4S LZTFL1 MAP3K1 MAP3K8 MDM2 MMP15 MRNIP MRPS9 MXRA8 MYCT1 MYH9 MYL2 NDRG1 NUP62 NXF1 OSTF1 OTUD7A PCDH15 PCDHB13 PDCD10 PGD PHF7 PIP5K1A PLA2G6 PLAT PORCN PPP4R2 PRCP PRICKLE1 PRR14 PSMC1 PSMG4 PTGR1 PTRHD1 PUM2 PUS10 RANBP10 RAP2B RBM7 RFFL RGS2 RNPC3 ROBO1 RPS21 RSPH6A RSPO1 SCARA3 SEC22A SEMA5B SENP1 SERPINF2 SERTAD2 SFI1 SFXN3 SGMS1 SKIL SLC15A2 SLC25A17 SLC25A25 SLC32A1 SLC41A1 SLC41A2 SLC44A1 SMAD7 SMC5 SOWAHC SPAG7 SPINK4 SPOCK3 SPRYD7 SPSB2 SRGN SRI ST8SIA4 SUPT6H TAX1BP3 TBC1D1 TBC1D15 TBC1D8 TBK1 TCF4 TCP10L TELO2 TENT2 TFEC THAP2 TMEM243 TMEM260 TNIP1 TRIM13 TRPM5 TSC22D1 TSPAN13 TSPO2 TTC39C TTYH2 UGGT2 VPS11 WDR6 WSB1 GSE17721_CPG_VS_GARDIQUIMOD_24H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CPG_VS_GARDIQUIMOD_24H_BMDC_DN ABCD2 ACOT12 ADH5 ADORA2B ADSL AIFM1 AK3 ALDH18A1 AOPEP AP3M1 APLF APOC2 ARCN1 ATXN1 AXL B3GNT5 BEX2 C1QL3 C21orf91 CALCOCO2 CCDC120 CCDC34 CCN2 CD14 CD300LD CD52 CD83 CDC16 CENPQ CERS5 CFAP97 CFP CHMP4B CLCN1 CLCN7 CLINT1 CLMN CMYA5 CNOT2 COX16 CSF2RA CST11 CUTC CYBB DACH1 DAD1 DEPDC1 DNAJC3 DNM3 DPYSL2 DRC3 DTWD1 EIF2B1 ERGIC2 FAM162A FAM76B FAM8A1 FGF18 FKBP2 FLNC FMNL3 FNTA GAS2 GINM1 GOLIM4 GPR155 GPR45 GSDME GUCY2C HABP2 HDHD5 HMG20B ICAM4 IL18RAP IL1RAP IL1RL2 INMT IQGAP2 ITGA4 JPH2 KCNE5 KITLG KLHDC8A KLK4 LHX5 LRRK2 LYVE1 MAPK11 MDM1 MED11 MFF MICOS13 MIGA2 MMP2 MMP9 MPP1 MRAS MTF2 MYCL MYO1B MYO1E N4BP3 NAE1 NCR1 NDFIP1 NEDD8 NET1 NFKBIZ NOMO1 NPNT NSG1 NSG2 NSUN4 NTAN1 NUCB2 OPRK1 OSTC PARD6A PCNX3 PDE1B PGAM2 PHOSPHO2 PHPT1 PIK3C2A PKD2 PLEKHB2 PLEKHG2 PLGRKT POLD4 POLR1B PON3 PPM1D PPP1R14B PRXL2A PTGER1 PTGR1 QSER1 RAB4B RAC1 RAD23B RAP1A RGS2 RNF103 RNF149 RP2 RPP14 RTP4 RWDD3 S100A9 SCML2 SEC11A SELP SERPINB2 SERPINI1 SEZ6L2 SFRP1 SGMS1 SH2B3 SLAIN1 SLC18A1 SLC31A1 SLPI SMAD3 SMN1 SNAP23 SNTG1 SNX4 SOCS4 SPATS2 SPIRE2 SPTLC1 TBCC TCF21 TECR TFB2M TFPI THRSP TLE2 TM9SF2 TMED7 TMEM186 TMEM19 TMEM243 TMEM263 TMOD2 TNK2 TPD52L2 TPT1 TRMT5 TSPAN13 TSPAN4 TTI1 TXN UBA3 UBAC2 VSIG2 WBP4 ZCCHC3 ZMPSTE24 ZNF146 GSE17721_CPG_VS_GARDIQUIMOD_24H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CPG_VS_GARDIQUIMOD_24H_BMDC_UP ABCA2 ACKR2 ACTN1 ADIPOR2 ADRB2 ALDH1L1 ANGPTL2 APBB1IP ARHGAP35 ARHGEF2 ARSI ATF3 ATF5 ATF6 ATP6V0A2 AUTS2 BAK1 BLOC1S5 BPGM BSN C11orf68 C19orf25 C6orf132 CACNA1D CALML3 CAPN2 CAPN7 CCDC71L CCNA1 CCNA2 CCT2 CD200 CDKN2A CDPF1 CEP250 CFL1 CHDH CLCN5 CNOT4 CNPPD1 COL4A2 COPG2 CPLX4 CPSF2 CRYAA CRYBB2 CTDNEP1 CX3CL1 CXCL9 CYP1A1 CYP27B1 DCX DDIT3 DHX15 DICER1 DNAJC1 DPYSL4 DRAM2 DTNB DYNLT1 EEF1AKMT1 EHBP1 EHHADH EIF1B EMP1 FBXO11 FDX1 GABRR1 GAPDHS GATC GBE1 GDI2 GDNF GON4L GPA33 GPANK1 GUCD1 HARS1 IAH1 IER3IP1 IER5 IFIT2 IL10RB IQSEC1 IREB2 IRF8 KCNJ12 KCNK4 KCNN4 KDM5D KIF21B KLHDC4 KRT7 LANCL1 LAT LENG1 LMNB2 LTBR LYST LZTFL1 MAFG MECP2 METAP2 METTL17 MFHAS1 MGA MTARC2 MTDH MYD88 MYOF NAA30 NCOR1 NDUFA13 NDUFS7 NECAB3 NID1 NPY1R NSMF NUDC OGG1 OLR1 OSBPL11 PAGR1 PAK1 PALM PANX1 PAPLN PARK7 PARP12 PHF13 PHGDH PHKG2 PHLDA2 PIAS3 PLXND1 PPP1R15A PRG2 PSMA5 PSMB8 PTPRJ RAB31 RAP2A RARB RBM10 RBM42 RECQL5 REPS1 RFC2 RP9 RPL12 RPS9 RXRB SATB2 SCNN1A SEMA3B SEMA7A SERPINE1 SFN SHFL SLA2 SLC28A2 SLC30A1 SLC4A4 SLC5A5 SLC6A15 SLIRP SMOX SNRNP27 SOCS2 SPAG5 SRXN1 ST6GALNAC6 STAT5A SUCLG2 SUGP1 SYT9 TAF4 TBL1X THAP7 TIPARP TKT TLN1 TRIP11 TTC39C TUT1 UBE2D2 UBQLN2 UNK UQCRFS1 USP38 VCP VRK2 WASHC2A WWOX ZBTB2 ZMYM1 ZNF112 ZNF131 ZNF235 ZNF605 GSE17721_CPG_VS_GARDIQUIMOD_2H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CPG_VS_GARDIQUIMOD_2H_BMDC_DN ABCD1 ABHD4 ACO1 AFG3L2 ALDH18A1 ALDH1L1 AP1G1 AP5S1 ARHGEF7 ARMC12 ASB8 ASCC2 ATE1 ATG5 BAD BIN3 BMAL1 C5orf15 CAPN10 CASD1 CASP8 CBFB CCNI CCR1 CEACAM21 CEP20 CHMP7 CHUK CISH CLK2 COA5 COMMD5 COMT CRCP CTDP1 CTNND1 DBF4 DDHD2 DDX19B DEAF1 DENND6A DERL1 DFFB DGKZ DMAP1 DNAJC12 DPYD DRAM1 E2F6 ECHDC1 EVI5 F5 FAM120B FAM210B FCER1G FCGR2A FGF13 FKBP15 FN1 GABRB2 GGNBP2 GLTP GMFB GMNN GPRASP1 GRINA GTF2I GUK1 H2AZ1 HACE1 HAVCR1 HELZ HSD17B7 HTR1F IFI30 INTS7 ITM2B JAGN1 KBTBD4 KIF1B KLHL2 KLHL7 KRCC1 LMAN2 LRRC20 LRRK1 MAPK9 MBD4 MED14 MGAT2 MOCOS MS4A6A MTX1 MYO5A NDUFAF4 NEK9 NF2 NFIL3 NIPSNAP1 NLRX1 NOL11 NSDHL NSMAF NSMCE4A NUDT3 NUP160 NUP93 OMA1 PANX1 PAPOLG PAPSS1 PAQR7 PCNX3 PHF20 PIAS2 PIGH PIGQ PJA2 PLBD1 PLS3 POF1B POLR3A POLR3G POM121 PPIL4 PPP1R3F PRR15 PRRX1 PTCD2 PTGS1 PURA PUS7 PYCR3 RAB40C RAD17 RAD23A RAP1A RBM19 RECK REEP1 RETREG1 RHBDD1 RHOT1 RNF111 RNF13 RNF14 RNF214 RPP14 RRN3 RSPO2 RTP4 SACS SCRIB SDHAF2 SFT2D1 SGK3 SH2D1B SH3BP5L SIRT7 SLAIN2 SLC25A11 SLC25A28 SNAPC3 SRSF11 SS18 SVBP SYPL1 TDP2 TEX261 THAP11 TIMM8A TLR4 TM9SF4 TMED3 TMED7 TMEM120B TMEM14C TMEM176B TMEM184C TMEM192 TMEM51 TOR3A TRIM28 TRIM37 TRIM59 TSC22D4 UBAP1 UBE2D1 UBE3A UBP1 UGDH ULK2 USP39 VPS9D1 WDR33 XPO1 ZCCHC8 ZNF426 ZNF48 ZSWIM1 GSE17721_CPG_VS_GARDIQUIMOD_2H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CPG_VS_GARDIQUIMOD_2H_BMDC_UP ABHD17C ACSL1 ACTL7B ACTRT1 ADM AEBP2 ALPG AMMECR1L AMPD3 ANGPTL7 ANXA8 ARG2 ARHGEF3 ATF5 AVP B3GNT2 BLMH C8orf82 CA13 CABP7 CAPN2 CCL22 CCT5 CD7 CDC42EP4 CDK18 CDK2AP1 CDKN1A CKS2 CNNM3 COL9A1 CPSF3 CRK CRYGD CTLA4 DAPP1 DDAH2 DEGS2 DLK2 DNAJB4 DTX2 DUOXA1 EIF1 ELOC EPC1 EPHA4 EPHB4 EPPIN ETFDH EVL FABP3 FABP4 FABP6 FAM133B FBRS FGF22 FHL3 GADD45B GALNT16 GCM1 GDAP1L1 GIMAP1 GLA GLRA3 GLRX3 GNL3 GPBP1 GPR37L1 GPR85 GREM1 GRHL1 GRID2 GUCY1A1 HAO2 HILPDA HTR3B ICAM1 ICOSLG ID1 IER5 IFT81 IGSF9 IL1RAP IL20 INAVA INHA ISG15 ITGA4 KCNJ1 KCTD10 KIF20A KIF21B KLK8 KRT33B KRT5 KRT85 LAMA5 LCP2 LHX2 LHX5 LNX2 LTA LTBP3 MAN1A1 MECR MRPL13 MS4A3 MT2A MTMR14 MTREX MUC13 MVD MYBPH MYEF2 NEK2 NENF NFKBIB NIBAN1 NOCT NPTXR NR1D1 NT5C3B NTMT1 NUP62 OPN1SW OR52A1 OSBPL6 P2RY14 PALS1 PARK7 PDLIM5 PELI2 PEX7 PHF13 PLA2G6 PLCL2 POLA2 POLD1 PPP1R15B PRELID1 PRICKLE1 PRNP PTCH2 PTTG1IP RAB32 RAB34 RABGEF1 RAI14 RBM4 REL RELA RFX3 RGS9 RPLP0 RPS27 RSPRY1 RTP3 S1PR3 SATB2 SCAND1 SDF2L1 SDSL SERPINB5 SGCG SH3BP4 SIAH2 SLC25A20 SLC25A53 SLC3A2 SLC44A3 SLC7A2 SMARCE1 SNRPB2 SPIC SPSB4 SPTAN1 SRY SULT1E1 SYN3 TADA3 TBC1D10A TECTB TGM2 THRSP TMEM115 TMEM191C TNF TNFSF9 TRAF1 UBE2O UQCC2 USE1 VANGL2 VPREB3 YIPF3 ZBTB16 ZNF296 ZNF830 ZNRF1 ZSWIM9 GSE17721_CPG_VS_GARDIQUIMOD_4H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CPG_VS_GARDIQUIMOD_4H_BMDC_DN ABL1 ACP2 ACVR1B ADD3 ADORA2B AK1 ALDH1A2 ALYREF AMFR AOC1 AP3S2 APOH ARHGAP1 ARHGAP18 ARHGEF7 ASB8 ATP1B1 ATP6V1B2 B4GALT6 BCL6B CALR CAV1 CCT4 CD300A CDC34 CEBPA CEBPZ CENPQ CEP41 CERS2 CHMP1A CHRNE CMC2 CMTM3 CNN2 CNOT6 COX4I2 CRAMP1 CREBZF CSF3 CTBP2 CXCL3 DNAJC12 DNAJC5 DNAJC8 DNMT3L DONSON DPP4 DPPA5 ECHDC1 ENDOG EPN1 ERAL1 ERBB3 ERMP1 ERO1A FAM216A FBRS FERMT3 FGF13 FNBP1 FNTA FOXN2 GALNT4 GAS2 GNPDA1 GRIPAP1 H2AX HACL1 HGS HPS4 HYCC1 HYCC2 IGDCC3 IL17RA INPP5D INTS11 INTS3 IRF3 ITCH ITGB1 KICS2 KLF15 LMOD2 LPGAT1 LRRK1 LTC4S MAFF MAP2K3 MAP3K14 MAP4K3 MCFD2 MEF2D MEPCE METAP1 METTL22 MGAT2 MIDN MNT MPHOSPH6 MRAS MYLIP N4BP2L1 NCF2 NFE2L2 NISCH NTPCR NUDT3 OPN3 OXSM P2RY6 PAPSS2 PAQR7 PCMTD2 PDK2 PDLIM7 PFKFB3 PGAP6 PHF23 PIGA PIK3C2A PIM3 PIP4P2 PKNOX1 PLEKHA5 PLEKHG2 PLPP1 POLR3D PRNP PRXL2C RANBP10 RCAN3 REEP1 RHOG RHOQ RNF6 RNMT RPS6 RRAD RREB1 RSRC1 SAMD10 SAMD4B SEC16A SEC24D SELENOS SEMA4B SEPTIN4 SF3A2 SGMS1 SHKBP1 SKP1 SLC2A1 SLC66A3 SLC7A2 SMAD4 SMARCC1 SNX16 SOCS2 SPATA13 SPINT1 SRXN1 STAT4 SUPV3L1 SVIL TEPSIN TES TFB2M TGFBI THUMPD1 TJAP1 TLR2 TMEM129 TNIP2 TRIB1 TSC2 TSC22D3 TSC22D4 TXNDC11 TXNDC17 TXNDC5 UAP1 UBP1 ULK2 USP20 UTRN VPS37A WAS WBP2 WDR6 YWHAG ZC3H12C ZDHHC3 ZDHHC9 ZFAND2A ZMYND8 ZNF287 ZNF330 ZNF600 ZNF644 GSE17721_CPG_VS_GARDIQUIMOD_4H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CPG_VS_GARDIQUIMOD_4H_BMDC_UP ABCF1 ACVR1 AFTPH AKAP7 AKR1A1 ALPG ANKRD24 AP3D1 APOBEC1 ARID2 ARL4A ATF3 ATM AZI2 B4GALT4 BATF2 BLMH BLNK BRDT CAMLG CAP1 CAPN8 CASP4 CASP7 CCDC102A CCL13 CCL7 CCNB1IP1 CCNJ CCR8 CCRL2 CD244 CD276 CD72 CD86 CDC42EP3 CDK2AP1 CDKN2C CEPT1 CHRNA5 CHST4 COX17 COX18 CPSF2 CPTP CR1L CRKL CRYBA1 CSTF3 CTSG CYP2C18 CYSRT1 DPP3 DTNB DUSP14 DUSP2 EBI3 EPRS1 EPS8L3 EPSTI1 EVC EVI2A FABP4 FBXL3 FKBP7 FRAT2 FSCN1 GABRG1 GIPC2 GOLGA3 GRIN1 GTPBP2 HERC2 HHEX HINFP HLA-B HNRNPLL HOXA3 HTRA1 IER5 IFIH1 IL4I1 INTS9 IQGAP3 ISG20 ITK KCTD4 KDM5C KDR KPNA3 LAD1 LIN9 LY75 MBD2 MED1 MITD1 MMP13 MMS22L MPP4 MRPS6 MRPS7 MTFP1 MUSTN1 NAT1 NDE1 NFKBIL1 NMD3 NMNAT1 NOTCH2 NRROS NT5C3A NTM NUB1 NUP50 NUS1 ODC1 OGFR ORM1 PADI3 PAXBP1 PBDC1 PDZK1 PIP4K2B PLA2G4F PLCL2 PLEK PLGRKT PLSCR1 POLR1C PPP3R1 PRAP1 PRPF38A PRPF40A PTBP1 RAB22A RAB9A RARS1 RFK RGS1 RHBDF1 RHOH RILPL2 RIN2 RIPPLY3 RMDN3 RPP21 RPS27 RRAGD RTP4 RUFY3 RUNX2 SAP30 SAV1 SERPINE1 SFRP1 SFXN2 SIPA1L2 SIX5 SLC25A20 SLC28A2 SLC30A1 SLC6A12 SLFN12 SLIRP SMU1 SOCS6 SOCS7 SPTLC2 SRSF3 SSBP3 STXBP3 TANC1 TBC1D13 TIMELESS TIMP2 TMCO3 TMEM140 TMEM168 TMEM209 TMEM54 TMPO TNFSF10 TNFSF4 TNFSF9 TOMM70 TOR3A TPBG TPST2 TRAPPC5 TREH TRPM5 UBE2D2 UBE2R2 UFM1 WASHC2A WTAP YTHDF1 ZMYND11 ZNF428 ZNHIT1 GSE17721_CPG_VS_GARDIQUIMOD_6H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CPG_VS_GARDIQUIMOD_6H_BMDC_DN ABHD4 ADIPOR2 ADSS2 AHDC1 AIFM1 AKAP10 AKR1B15 ALG9 ARMC6 BATF3 BCAP29 C5orf24 CAD CASP6 CEP55 CER1 CFP CHD8 CIAO3 CLNS1A CMTM3 CNIH1 COL8A1 CPSF1 CRHR2 CRY1 CSNK1G1 DERL2 DGAT1 DHX40 DIPK2A DPAGT1 EEF1E1 EI24 EN2 ERLIN1 ERP44 ETFDH ETS2 FGF13 FICD FLCN FZD1 GAR1 GCLC GIPC1 GK GNL3 GRSF1 GYG1 HDGF HIVEP1 HMGCS2 HSD17B12 HSPA5 HSPA9 IFI30 IL36A IMP4 INSIG2 INTS6L IPPK IRF3 JAK2 KCTD1 KCTD12 KLHL42 LCN2 LIMD1 LIMD2 LMBR1 LPCAT3 LPGAT1 LRRK1 LSM2 LUC7L MAP2K3 MAT2A MBD3 MCUB MED24 MET METTL3 MFSD1 MIA3 MMS22L MPND MR1 MSL3 MVP MYO1F NADK NANS NAP1L5 NBR1 NCBP1 NEU1 NFYA NLRP3 NRDC NRDE2 NSUN2 NUMB NUP107 PACRGL PARL PBXIP1 PCNX3 PDE8A PLEKHA1 POFUT2 POLR3F PON2 PPBP PPM1G PPP4R3B PRAF2 PRKAG2 PRPF3 PSMG1 PTGES PYCR1 RDH10 RGL2 RIBC1 RIPK1 RNF128 RNF130 RPIA RSPRY1 RYK S100PBP SAE1 SARS1 SCYL1 SDC1 SEC11A SIRPA SLAIN2 SLC30A5 SLC4A8 SMC2 SNF8 SNRK SNX12 SNX18 SPECC1 SPINT2 SPRYD7 SREBF2 SRP54 ST7L STK38 SUSD2 SVIL SYNGR2 SYNJ2 TAFAZZIN TBP TCEAL8 TCN2 TF TFPI THAP12 TIMM8A TLE6 TLR2 TM2D2 TMBIM1 TMCO1 TMEFF1 TMEM185A TNFRSF4 TNFRSF9 TNK2 TP53RK TPP2 TRMT2A TRMT44 TSPAN13 TTC13 UBE2A UCK2 UGGT2 UPF3B UQCRB USP11 USP33 USP34 UTP20 VOPP1 WAS WDR6 WDR75 XPR1 ZBTB20 ZC3H12C ZC3H18 ZNF639 ZNF704 GSE17721_CPG_VS_GARDIQUIMOD_6H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CPG_VS_GARDIQUIMOD_6H_BMDC_UP ACAD9 ACADSB ACER2 ADAP2 AKAP3 ANKRD17 ARAP2 ARL4A ATF3 ATP11B B4GALNT1 BAIAP2 BATF BIRC3 BLOC1S6 BTBD3 C1orf35 C5orf47 CACNB4 CAND1 CASP4 CASR CCDC167 CCL2 CD40 CDC42EP4 CDKN2C CDX4 CEP131 CES1 CHAC2 CPEB3 CSF1 CSNK1A1 CTTN CXCR2 CXCR5 DDX60 DEPTOR DIO1 DMPK DSP DVL2 ELOA ENDOD1 EPN2 ERAS ETNK1 FAH FANCA FBH1 FGB FGF23 FGFR1 FMR1NB FN3K FSCN1 G3BP2 GHITM GMPPB GPC6 GPX7 GRK1 GSTO1 GTPBP2 HAT1 HBEGF HFE HIBADH HIGD1B HLA-B HMGN3 HOOK2 HOXB4 HPCAL1 ICOS IFIH1 IFIT3 IFNB1 IFT22 IGBP1 IK IL10RA IL12B IL6 INSL6 INTS4 IRX5 ITGA8 ITGB7 KCNAB1 KCNAB3 KDR KPNA3 LAG3 LAMB3 LIPT1 LORICRIN LOXL3 LPAR1 LPO LRAT LRRC56 MACIR MACROH2A1 MAL MAX METRNL MGLL MMP7 MOCS2 MOV10 MRPL54 MRPS6 MRPS7 MX2 MYD88 MYH6 MYLK NAA20 NAT1 NCOA1 NECTIN2 NFIX NOS1 NOTCH2 NT5C3A NUDT9 NUP58 ODF2L OGFR OSGIN2 PCBP1 PDGFA PELI1 PELO PHF13 PHIP PIGF PIM1 PLA2G1B PLEKHA2 PLIN2 PLOD3 PNPT1 PPIF PPM1D PRG4 PRPF38A PRPF4B PRX PTGER4 PTTG1 RABEPK RARS1 RBM17 RETN RFXANK RGS1 RITA1 RPL22L1 RRAGC RRAS2 SCN7A SDF2L1 SELE SERPINC1 SGK1 SIAH2 SLC28A2 SLC29A4 SLC30A7 SLC35E4 SLC6A8 SNW1 SNX2 SOCS6 SPATA5 SPP2 STAMBP STARD8 STK39 TAGLN TAS1R1 TENT2 TFAP4 TFG THEMIS2 TIAM1 TMEM128 TMEM158 TMEM39A TRA2B TREM2 TRIM21 TYMS UBA7 ZKSCAN5 ZNF106 GSE17721_CPG_VS_GARDIQUIMOD_8H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CPG_VS_GARDIQUIMOD_8H_BMDC_DN ABHD14B ABT1 ACOT13 ADAM15 ADAM19 ADAM23 ADAM9 ADGRE1 ALDH1A2 AMPD3 ANP32A ARFGEF1 ARHGAP39 ARPC1B ARPC3 ARRB2 ATP2C2 ATP5F1E ATP6V0B ATP6V1G2 ATXN7L1 B3GNT2 BAG3 BOC BRPF1 BTBD2 BUD13 CANX CAPN3 CARMIL1 CASR CBFA2T2 CCNI CH25H CKLF CLEC14A CTBS CTDNEP1 CTNNA1 CXCL3 CYP51A1 DAPP1 DDB1 DICER1 DLG1 DNLZ DNMT1 EEF1D EEF1G EIF4ENIF1 EMC6 EMC7 EMC9 ESPN ESYT1 ETFDH EXT1 EXTL3 F2R FAM53C FGF3 FICD FJX1 FOXJ2 GID4 GLG1 GLI1 HEATR1 HHEX HPD HSCB HSPA2 IL17RA IL1RAP IL21R INTS3 IPO8 ITGB1 JAGN1 KANSL1 KBTBD2 KCNE2 KCTD1 KLHL22 KMT2A KRT12 KRT85 LDB2 LHCGR LNX2 LRP8 LSR LTC4S MAPK3 MAPK6 MED20 MESD METAP1 METTL18 MOCOS MRPL3 MYMK NAXE NCOA5 NDRG2 NDRG4 NEK9 NOMO1 NSUN2 NUDT14 PABPC4 PAN2 PARP16 PARP9 PBXIP1 PCNX4 PDCD6IP PEX26 PFKL PHTF2 PKDCC PLBD1 PLS3 POLD4 POLR2A PRDM1 PRDM4 PRKD3 PRRC2A PTPA PTRH1 QKI RABL6 RAPGEF4 RASA2 RASSF3 RASSF5 RBM3 RBM5 RDH10 REEP5 RGS10 RPF2 RPRD1B RPS16 RPS6KA3 RRBP1 SART3 SCAMP1 SCAMP3 SEC63 SERF1A SFXN1 SLC1A2 SLC2A1 SLC35C1 SLC4A8 SLC66A2 SLK SMAD6 SMC3 SMPDL3B SORT1 SRM SRP54 STAP2 SYNE2 TASP1 TBC1D8 TESK2 TF TFRC TM9SF2 TMBIM6 TMX1 TNNT1 TOB2 TP53INP1 TP53INP2 TPK1 TRAF3 TRAPPC14 TRPS1 TUBGCP3 TXNDC17 UBQLN1 UBR5 USP24 UTP20 UTP6 WBP2 WDR13 WDR6 WIPI1 YES1 YRDC ZBTB11-AS1 ZDHHC12 ZMPSTE24 ZNF318 GSE17721_CPG_VS_GARDIQUIMOD_8H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CPG_VS_GARDIQUIMOD_8H_BMDC_UP ACADL ACTR6 ADAMTS4 AKR1B1 AKT3 ALCAM ALOX12 AMN APOBEC1 APTX ARGLU1 ARHGAP17 ASB13 ASB3 ASNS ATF4 BLOC1S4 BLOC1S6 BRWD3 BUD31 C18orf21 C19orf25 C2CD2L C5AR1 CA13 CARS1 CBLN3 CCL2 CCT6A CD300LF CD81 CELF1 CFAP36 CHAC2 CHID1 CHRD CHRNA5 CIDEA CLCF1 CLP1 CNTN6 COG8 COPS6 COX6C CPOX CRIM1 CRISP2 CRYBB1 CSNK1A1 CSPP1 CXCL10 CYP3A7 CYTH3 DBNL DDX54 DENND2B DHX36 DIRAS1 DNAJC13 DNAJC17 DTNBP1 DUOXA2 DUSP2 DYNC1LI1 EDN1 EIF2B5 ELOC ENDOD1 ERAP1 F10 FABP3 FASTKD2 FBXO22 FCGR3A FTSJ3 GAB3 GADD45B GHITM GLA GLRX3 GOLPH3L GPATCH2 GTF2B GTF2F2 GTPBP2 HDAC3 HDC HMGB1 HMX1 HTRA1 IDNK IGBP1 IL10RA IL10RB IL12B IL15RA IL2RA ITM2A KCTD4 KDM5C KPNA2 KYAT3 LAD1 LAP3 LHX6 LPO LSM10 LZTFL1 MAGI1 MAP3K8 MAPK9 MCCC2 MED6 METRNL MITF MRPL49 MRPL51 MTMR2 NAT2 NCK2 NDUFS8 NDUFV1 NECTIN3 NINJ1 NIPA2 NMNAT1 NPHS1 NRROS NUP133 OGFR PA2G4 PACRGL PDCD5 PHB1 PIWIL1 PLCZ1 PLIN3 POLE2 POLH POP7 PPIL2 PRPF38A PURB PYCARD RAP2C RASL12 RBBP7 RBMX RBMXL1 REEP3 RGS1 RGS2 RIF1 RMDN3 RNASE4 RPL7L1 RPS25 RRAS2 RREB1 RWDD4 SBDS SERPINB9 SERPINC1 SFXN2 SGCB SLCO3A1 SLFN12 SNTG2 SPIC SPTA1 SQSTM1 SSBP3 STK4 STRN3 SUGT1 SUOX SUV39H1 SYTL1 TBK1 TINAG TLR1 TMEM219 TMEM60 TMOD3 TPD52L2 TRAPPC5 TSPYL1 UBA7 UCP2 UNC93B1 UQCR10 UQCRFS1 VRK2 WASHC1 YTHDF2 ZFP62 ZNF22 ZNF24 ZNF334 GSE17721_CTRL_VS_CPG_0.5H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_CPG_0.5H_BMDC_DN ABCF2 ACADSB ACOT7 ACP3 ADRM1 AIG1 AIMP2 AKR1D1 ALDH1A2 AQP4 ARL2 ARTN ASF1A ATXN2 BACE1 BCL11B BIRC3 C11orf91 CADM3 CAMSAP1 CAP1 CARD14 CASR CBLN3 CCR4 CD300C CDC20 CDC25C CDC26 CDKN1A CDR2L CFAP95 CHI3L1 CHRND CHST12 CIITA CLDN3 CLIP1 CMTM8 CNBD2 CNDP2 COQ8B COX15 CPN1 CRABP1 CUEDC2 DDR2 DDX18 DGKA DHDDS DNAJC1 DOLPP1 DQX1 EIF1AY EPHA4 FAM104A FBLN5 FBN1 FBXL15 FBXO15 FBXW12 FETUB FGD1 FKBP10 FKBP2 FOXA2 FOXD3 FSHR FST GABRR1 GABRR2 GADD45A GDAP1L1 GJA10 GJB3 GLRA3 GNAI2 GNL1 GPR37 GPS2 GRIA4 GRIN3B GSTT1 HES2 HES3 HID1 HLA-E HLX HPD HSPB2 ICAM5 ID2 IDO1 INCA1 KCTD17 KLHDC3 KLHL11 KRT1 LAMTOR4 LORICRIN MAU2 MDFI MECR MPC1 MPND MRPL1 MRPL23 MRPL4 MRPS26 MT1E MTA3 MYCT1 MYOC MYOZ3 NDUFB10 NDUFC1 NPY NRDE2 NT5C3B NTMT1 NTNG1 OCEL1 OR5D18 OTUB1 P2RY2 PA2G4 PDCD6 PDPN PELO PFDN5 PGK2 PGP PHC2 PHF7 PIM1 PIP5K1B PLCB2 POU3F4 PRODH2 PROZ PSD PSMD4 PWWP4 RECQL4 REL RGS1 RHPN2 RMDN3 RNF126 ROPN1 RPL39 RPP21 RPS25 RRAGD RSPO2 RXFP2 RXRG SCAND1 SCML4 SDF2L1 SERPIND1 SFRP1 SLAMF7 SLC27A2 SLC48A1 SLC6A14 SNX20 SOX5 SPAG4 SPSB2 SRA1 ST6GALNAC4 STAT5A SYNPR SYT10 SYTL1 TAF10 TAF7 TESK1 TEX101 TEX43 TFAP2C TIMM23 TINAGL1 TNIP1 TRAF3IP2 TRMT1 TSGA13 TSNAXIP1 UBC UNC45A USP17L2 VIL1 WDTC1 YJU2B YTHDF2 ZBTB16 ZFHX3 ZFYVE19 ZNF428 GSE17721_CTRL_VS_CPG_0.5H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_CPG_0.5H_BMDC_UP ABCA1 ABCB7 ABCC3 ACLY ADD1 ADGRE5 AGPAT5 AGRN AKAP1 AKTIP AMMECR1 ANKRD13C ANKRD46 APP ARF3 ARHGEF18 ARL14EP ARPC3 ASAH1 ASB4 ASXL1 ATF1 ATP4A ATP7A B3GALNT2 BACH1 BAG3 BLTP3A C11orf54 C18orf32 C21orf91 C6orf136 CAAP1 CASC3 CDC7 CEACAM21 CHMP4B CNTN6 COL10A1 COL4A6 CPNE1 CRIPT CUL4A CYB5R4 CYRIB DGCR8 DGKE DGKG DNAJB8 DOCK5 DPF2 ECSIT EFNB1 EFR3A ELF4 ERF ETHE1 EXTL2 FAM13C FAM149B1 FAM20B FAM8A1 FBXO28 FBXW11 FCGR3A FLI1 FNTB GALNT10 GCA GOLGA7 GPRASP1 GRIN2B GSC HACD4 HACE1 HEXA HHEX HLCS HMBOX1 HNMT HP1BP3 IFNGR1 IKBKB INCENP INTS8 ITGA6 IVNS1ABP JAK2 KIF23 KRCC1 KTI12 KYNU LBR LLGL1 LYPLA2 LYST MAGEE1 MAML1 MANSC1 MAPK14 MCFD2 MED20 MRPL11 MS4A2 MTHFD1 MTHFR MYL12B NADK NCAPD2 NEK9 NELFB NFATC3 NHSL2 NLE1 NUP35 NUP85 NUSAP1 OAT OR13J1 PARP2 PCLAF PIP4K2C PITPNC1 PLEKHA1 PNPLA7 POLDIP3 POLR2B POLR2D POLR3F PPP1R21 PPP2R2A PRKCE PSMD12 PSMG2 PTGS1 PTTG1 PXN QKI QRSL1 QSOX1 RAB10 RCAN3 RCOR3 RECK RETREG1 RHOBTB2 RHOQ RNF135 RPAP3 RPGR RRM1 RTN1 SATB1 SEC22B SERINC1 SF1 SKP1 SLC25A15 SLC35A1 SLC38A2 SMOC2 SNAPC5 SOS2 SOX21 SOX4 SSR1 STT3B TACSTD2 TADA1 TBX18 TEAD4 THRA THSD1 TIRAP TKT TM9SF2 TMEM165 TMOD2 TMUB1 TNPO2 TP53I13 TPD52 TRAF3 TREM1 TRNT1 TTC19 UBQLN4 UBXN2A ULK1 UQCRB VPS54 WDFY1 WNT2B YTHDF1 ZNF24 ZNF346 ZNF436 ZNF518B ZWILCH GSE17721_CTRL_VS_CPG_12H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_CPG_12H_BMDC_DN ACTN1 ANXA7 APBB2 APOBEC2 APPBP2 ASB12 ASB15 ATF3 ATP10A BDKRB2 BLCAP BLOC1S6 C21orf91 C6orf62 CCDC71L CCL1 CCL5 CCNL1 CCR4 CD70 CD72 CDH6 CES3 CGGBP1 CLCF1 CLIP1 CNOT2 CNOT9 COL4A4 CPD CPZ CST7 CTCF CTTN CYS1 DDIT3 DDX4 DDX51 DNAJB1 DNER DOCK6 E2F8 EBI3 ECE2 EEF1E1 EIF2S1 EIF2S2 ELOC EVC FADD FBLN5 FGF11 FGL2 FKBP1A FLNB FST GCH1 GDE1 GFPT1 GLRX GNB1 GRINA GSDMC GSDME GTF2B GYPC HDAC1 HELZ2 HINFP HMOX1 HNRNPD HOXA9 HOXB2 HRH3 IBSP IFITM10 IFNA1 IFT172 IGF2BP1 IGFBP2 IL11 IL18 INTS8 ITGB1 IZUMO1R JMJD6 KCMF1 KTN1 LBX1 LMO4 LRRC46 LYN LZTFL1 MACROH2A1 MANEAL MAPKAPK5 MAT1A MCMBP METAP1 MMP2 MTDH MTMR7 MX1 MYD88 NCMAP NDRG2 NECTIN2 NIP7 NOP58 NR0B2 NTMT1 NUB1 OLR1 PALLD PARP14 PCDH8 PDLIM4 PEF1 PIK3CG PIM1 PKP4 PLAGL2 PMPCB PNO1 POLE4 PON3 PPIG PPP1R14D PPP1R15A PPP1R2P1 PRKD1 PRSS42P PSD PSMA2 PSMA4 PSMB7 PSMD6 PSME3 PTCD1 PTPN11 PTPN6 RAB10 RAB32 RAB3IP RAI14 RBM7 RCSD1 REPS1 RGL1 RIPK2 SCLY SENP1 SEPTIN8 SERPINB9 SLAMF8 SLC13A1 SLC16A4 SLC1A3 SLC30A3 SLC31A1 SLC6A13 SLC6A8 SLTM SNX16 SOCS1 SOD2 SPAST SPTSSB SQSTM1 SRRM4 STARD3 STXBP1 SYPL1 TAB2 TBK1 TCF21 TEK TESK1 THOC1 TIMELESS TLNRD1 TMEM100 TNFSF9 TSC22D1 TSPAN33 TTC1 TTR UBE2I UBE4A UBOX5 VCAN VPS37C WASHC3 WASHC4 YARS1 ZDHHC20 ZDHHC6 ZFAND3 ZNF276 GSE17721_CTRL_VS_CPG_12H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_CPG_12H_BMDC_UP AAAS AACS AAMDC ABCC3 ACAT1 ACOT13 ADGRA3 ADISSP ADK ALDH1L1 ANKH ANKRD10 ANLN APCDD1 ATM ATP5F1A ATP5MG ATP6V0B BSG C1D CCAR2 CCDC28A CCNA2 CCNI CCNQ CDC25B CENPA CENPF CEP164 CEP85 CETN2 CHCHD7 CIDEB CLEC6A CLIC1 COG6 CPT1A CREBRF CTNNA1 CXCR4 CYP4F3 DBR1 DGAT1 DIO1 DPH7 DUT DYNLT1 ECHDC1 EEPD1 EHHADH ELMO2 ELOVL6 ERBB3 ERMP1 F8A1 FAM32A FDPS FIS1 FKBP4 FRAT2 FRYL GAB3 GABARAP GALC GALK2 GALT GHRL GLCCI1 GNPDA1 GOLM1 GPR87 HAUS4 HDAC6 HELZ HEPACAM2 HHEX HIGD2A HLX HM13 HNRNPF IL6ST IMPA2 ITM2B KITLG LAPTM4B LENEP LIMA1 LIPA LTBP3 LZTR1 MANBA MAP2K6 MAPK3 MAZ MCEE MCM7 MDH1 MDP1 METTL8 MGST2 MIDN MIGA2 MKNK2 MLLT10 MRPL11 MRPL48 MRPS26 MTA3 MTRES1 MYCL N4BP3 NCAPH NDRG4 NDUFA11 NDUFA13 NDUFB2 NDUFB3 NFATC2IP NME7 NUF2 ODF1 OSBPL11 PACS2 PAG1 PANK1 PARD6A PARK7 PBX2 PCNA PDE2A PEPD PIK3C2A PLEKHG2 PLXNB2 PNPLA7 POLDIP3 POLR3GL PRDX3 PRPH PRSS44P QRSL1 RAC1 RAD1 RBBP4 RBBP7 RGL2 RNF181 RNF5 RPL12 RPS3 RPS3A SCD SERINC3 SFXN3 SIRT3 SLC29A3 SLC35A5 SLC37A3 SLC38A10 SOCS6 SPATA4 SSBP2 SUPT4H1 SVIL SYNJ2 TAS2R1 TBC1D23 TDRD3 TECPR1 TF TFB2M TFEC TFRC TGFBR1 TIMM10B TM9SF3 TMEM19 TMEM47 TMEM51 TNRC6B TOPBP1 TRIM3 TRMT1 TXN2 UBE4B UBR1 UPF3B VDAC1 VDR VIPAS39 VPS37A WDPCP WWC2 XPOT XPR1 YEATS4 YWHAZ ZNF124 ZNF277 ZYG11B GSE17721_CTRL_VS_CPG_1H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_CPG_1H_BMDC_DN ACKR2 ADGRA3 ADRA1B ADRB2 AGT AGXT AKIP1 ALOX12 ANXA10 APOA5 APOM ARF6 ARFGAP2 ARID5B ART3 BDNF BRWD1 CARD14 CBX4 CCDC167 CCDC71L CCN1 CCNL1 CCRL2 CD14 CDKN1A CHD1 CHIC2 CHORDC1 CKMT2 CLEC4F CLIP1 CLRN3 CNOT2 CNTN2 CSNK1E CXCL10 CYP2B6 CYTH1 DALRD3 DBH DMTN DNAJA2 DNAJB2 DNAJB4 DSCAM DSCAML1 DTNB DYNLT3 EBI3 EGFL6 EMSY ENAM ENPP5 ENTPD4 ERBB4 ETV3 FAM131B FAM81A FAS FBLN7 FBXO31 FGF5 FGF7 FNDC4 FRS3 FTL GCNT1 GCNT3 GINM1 GIPC2 GJA1 GJB3 GPR3 GTF2B GTF3C1 HAAO HCN2 HHATL HLF HOXC6 HS6ST3 HSPA8 HYAL2 IER2 IER3 IER5 IFT57 IFT81 IL1RN IL21 INPP1 INTS6 ITIH4 KCMF1 KCNJ12 KCNJ4 KIF13A KIFC3 KIN KL KRT1 KRT17 KRT84 LGI4 LIG3 LIMA1 LIN9 LLGL2 LZTFL1 MACROD2 MAP3K8 MARCHF7 MDM2 MIA MPP4 MRNIP MTHFD2 MTMR1 MTTP MYCN MYMK MZF1 NDN NEFH NENF NKX6-1 NTSR2 NUDCD1 OAF OMP PCBD1 PCDH18 PCDHAC1 PDGFRA PDHA2 PEX5L PHLDB1 PIP PLK2 POU2F1 PPBP PRELP PRSS41 PSCA PTAFR RAB27B RAB4A RANBP10 RARG RBM7 REM2 RGS20 RIPK4 ROBO1 ROS1 SAMSN1 SCML2 SECTM1 SEMA3C SEMA3F SERPINA3 SERPINB9 SF3B1 SFXN4 SGMS1 SHISA2 SIX1 SLC25A25 SLC32A1 SLC6A1 SLC6A2 SLK SNRNP70 SOWAHC SPA17 SPRYD7 SPTBN4 TBK1 TCTE1 TENT2 TMEM119 TNFSF11 TOP1 TRA2B TSC22D1 TSPAN15 TTC28 TTC39C UBL4B USP25 WNT9B XPA ZC3H3 ZFP30 ZFPM2 ZMIZ1 ZPBP ZSCAN22 ZSCAN5B GSE17721_CTRL_VS_CPG_1H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_CPG_1H_BMDC_UP ABCB7 ACLY ADAM15 ADAT2 ADCY7 ADIPOR2 ADRA2A AGK AP1G1 ARPC4 BATF BTBD1 BUB1 C15orf39 C19orf53 CAPZA2 CCDC134 CD300LF CDC20 CDKN2C CENPQ CEP19 CERS2 CGGBP1 CIDEC CLCN7 CLINT1 CLYBL COPG2 CPPED1 CREB3L1 CSTF2 CYB5R1 CYBC1 DDX19B DESI2 DFFB DGKZ DIO1 EGLN2 EIF4A1 EIF5B ELP2 EMC10 ENTPD5 EPCAM ERCC3 EVC EXOSC4 FAM76B FBXO9 FKBP4 FOXO4 FUBP1 FUT1 GABARAP GADD45G GCDH GNB1 GNPAT GOLGA7 GREM2 GYS1 H1-10 HIC2 HLA-DMA HNRNPUL1 HOXB3 HPRT1 HPS3 IGF2R IKZF2 IREB2 IVNS1ABP JTB KCNAB2 KIAA0930 KMO KXD1 LIMK1 LSM3 MCM2 MDP1 MFAP1 MGME1 MOSPD2 MRPL19 MRPL34 MRPL49 MRPS26 MTA1 MTO1 N4BP3 NANS NCKIPSD NCLN NCOR1 NEK1 NELFA NFAM1 NMNAT3 NPRL2 NR2F6 NRAS NSUN5 NUFIP1 OGFOD2 OSBP PARP3 PDZK1 PES1 PEX2 PHAX PHKG2 PHPT1 PIP4K2C PNLIPRP1 POLR1D POLR2M PPP1R21 PRKAB1 PRKCZ PROKR1 PRPSAP2 R3HCC1 RAB23 RAB3GAP2 RAC1 RASAL3 RASSF5 RDH13 REPIN1 RGS19 RHOD RNFT1 RNH1 ROM1 RPS6 SCAND1 SDHAF1 SDR42E1 SEPTIN8 SFTPA1 SIDT2 SKP1 SLC25A26 SLC25A45 SLC25A46 SLC30A5 SLC39A11 SLC44A4 SLC50A1 SNX4 SRSF9 STARD3NL STIP1 STK19 STK35 STOML2 SUMO3 SURF6 SVIL SWSAP1 TAF10 TAF11 TANGO2 TIMM50 TLN1 TM6SF1 TM9SF3 TMED10 TMEM116 TMEM14C TMEM183A TMEM203 TMEM63A TNFRSF13B TNPO3 TRIM11 TRPC5 TTC1 TUBA1A USP26 VAPA WDR12 WEE1 ZBTB33 ZBTB7A ZCCHC8 ZDHHC4 ZDHHC5 ZFP82 ZFP90 ZFYVE19 ZMIZ2 ZNF124 ZNF276 ZNF426 ZNF688 ZNF841 GSE17721_CTRL_VS_CPG_24H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_CPG_24H_BMDC_DN BLOC1S6 CACNG6 EFEMP2 ELOC GEMIN2 IFT22 KIF3B KIT KPNA6 KRT32 LIPT1 LRRC59 LY96 LYRM2 MAGOHB MAP2K3 MAP4K2 MARCKSL1 MCM3 MCM5 MID2 MMP1 MMP17 MOB4 MOGS MRFAP1L1 MRI1 MRM1 MRPL12 MRPS25 MTAP MTERF4 MTF1 MTF2 MUTYH MYB MYF5 MYL9 MYO1B NAB1 NBEA NEK6 NOP2 NPPC NPY4R NRARP NSUN2 NUB1 NUDC NUDT9 NUP188 OGDH OLFML3 ONECUT3 ORC3 OTP PACRGL PAFAH1B2 PAPSS1 PARG PDZRN3 PEX19 PEX2 PGF PHF8 PI16 PI4K2A PNPT1 POLE2 POLR2F POLR2K POU3F3 PPP2R3A PREB PRG2 PRKCQ PRKCSH PSMB8 PSMB9 PSMD4 PTBP1 PTN PTPN2 PTPN4 PTPRE PTPRG PURB PUS3 QRICH1 RAB14 RAD23B RAD51C RAG1 RBM26 RBMX2 RCC1 RDH10 RDH16 RECQL5 RGS20 RIN1 RNF20 RNPS1 ROCK1 RPE RPF2 RRBP1 RRP12 RYK SAR1B SATB2 SCN11A SEMA3B SFTPC SH3D19 SHH SKAP2 SLC17A3 SLC22A6 SLC22A7 SLC25A53 SLC27A1 SLC34A2 SLC7A8 SMAD1 SMYD5 SNX10 SPON2 SPRY2 SRPRA SRPX2 SRSF2 SRSF9 SS18L2 STIMATE STMN3 STRADA STX1A SUGP2 SYT12 TAGLN2 TAL2 TBCB TBX21 TCERG1 TCP1 TFPI THAP7 THBS4 TIMP1 TJP2 TLL2 TMED3 TMEM106B TMEM106C TMEM115 TMEM167A TMIGD1 TNFAIP6 TNFRSF14 TNFRSF1B TNFRSF8 TOMM40 TOR1B TOX TP53BP1 TP53RK TPI1 TPRKB TRIM54 TSC2 TSPAN33 TTK TTLL1 TUB TUBB4A TUBGCP5 TXNDC9 UBE2N UGT2A3 USP14 USP26 VASN VCAM1 VTI1A WDR54 WFDC1 WIF1 YARS1 YES1 YWHAE ZBP1 ZCCHC10 ZMYM1 ZNF207 ZNF276 ZNF445 ZNF639 ZNF821 GSE17721_CTRL_VS_CPG_24H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_CPG_24H_BMDC_UP ABCB7 ABHD10 ABHD16A ACAD10 ACOT8 ACSL6 ACSM2A ACTN2 ADD1 ADIPOQ ADM AFMID AGRP AHCYL2 AIM2 ANKRD46 ANKZF1 AP4M1 APOBR APOM ARHGAP12 ARHGAP18 ARL3 ASAH2 ASCC2 ASH1L ASZ1 B3GNT4 BACE1 BAIAP3 BLTP2 BMP8B BPHL BPIFB2 BTBD2 C11orf52 C1QTNF12 CABP5 CAMK2G CASQ2 CCDC175 CCNL1 CCR1 CD163 CD248 CD84 CDCA3 CDH17 CDK16 CDKAL1 CELF2 CELF4 CEND1 CENPB CENPF CENPH CHCHD6 CHST12 CILK1 CIT CKMT2 CLDN3 CLPTM1L CNPY3 CNR2 COX6B2 CRYBA1 CRYGB CTC1 CTDP1 CTDSP2 CUL4A CXorf38 CYP1A1 CYP4A11 CYP4F3 CYP7A1 CYS1 CYTH1 DAPP1 DBNDD2 DCT DCXR DDC DDX47 DDX5 DENND4C DEPDC1 DERL1 DIP2B DLL3 DNAJB13 DNAJC18 DNAJC30 DNM3 DPAGT1 DSTYK DUSP9 DYRK3 EFHD2 EGFL6 ELF1 ELOVL4 EMC9 EPB41 EPHA1 ERBB2 ERCC6L2 ESRRB EVI5 EXT1 EYA2 F5 FCGR1A FEZ2 FGF2 FHL3 FIG4 FITM1 FOXO3 FRG1 FUCA2 FXYD4 FZD2 GABPA GALK2 GAMT GIMAP6 GJB3 GLUL GML GNA14 GPR34 GPR50 GRAMD2B GRIK5 GRIP1 GSC GSPT2 H1-8 HABP4 HAUS2 HDAC5 HES6 HEXA HEXB HLF HOMER2 HSD17B10 HSD17B8 HSPB3 HSPB8 IDH1 IFT122 IFT46 IL12RB2 IMMP2L INSL5 ISCU ITGB3 ITGB3BP ITIH3 JAK1 KCNIP3 KCNJ15 KCNJ2 KDELR1 KIAA0513 KIF13A KIF17 KIF1A KIF20A KLHL42 L1CAM L2HGDH LAPTM5 LBR LETMD1 LHX9 LINGO1 LIPG LRP1B LTC4S LUC7L3 LY6G6C LY6H MAL MAN1B1 MAN2B2 MAN2C1 MAX MBD6 MBP MCAM PLAAT1 SELENOH SMIM11 TMEM242 TPGS1 VWA7 GSE17721_CTRL_VS_CPG_2H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_CPG_2H_BMDC_DN ACSF2 ADRB3 ALPG ANKRD2 ANO10 AREG ARG2 ASB15 ATP6V1E1 BCKDHB BCL2L11 BCL2L2 C9orf50 CACNA1A CACNA1B CACNA2D3 CCDC71L CCL2 CCND2 CD14 CD200 CD40 CD44 CDK5RAP2 CES3 CHST7 CILP2 CITED2 CLRN3 CSF2 CST7 CWC27 CX3CL1 CYP4F12 CYS1 DDHD1 DLC1 DLG2 DLST DNAJB5 DNASE2B DPH6 DYNC1I1 EBF3 EGFR EHD1 ELAPOR1 ELF3 F3 FBXW11 FCGR2B FER FHL5 FKBP11 FOXI1 FOXL1 FOXP1 FSCN1 FST GCH1 GJA4 GK GPR137B GRID1 H1-4 HAO2 HES7 HMGXB3 HOXA7 HPCA HS6ST3 ICOS IER2 IFITM10 IFT81 IGDCC3 IGF2BP1 IGSF6 IGSF8 IL23A ITGA4 ITGB3 IVD JAK2 JARID2 KCNK2 KIN KLF5 KLHL10 KMO KREMEN1 LCAT LENG8 LHPP LHX5 LIF LLGL2 MAPK8 MED25 MFSD4B MLLT6 MMP1 MMP12 MRGPRF MTDH MTHFD2 MTMR14 MTMR7 MTPN NAA38 NEAT1 NECTIN2 NEURL1 NIBAN1 NRL NSMCE2 NTNG1 NUDT9 OCSTAMP OPRL1 P2RY14 PABPC4 PCDHA12 PDCL3 PDLIM5 PHLDA1 PIP5KL1 PLA2G1B PLK4 POU6F1 PPIB PRICKLE1 PRKCZ PRKRIP1 PROCR PSMA6 PTGES PTPN23 PTPRA PTPRE RAB17 RAB3B RAB5B RAD18 RARG REPS1 RNF149 RNF19A RPL39 RUNDC3A S100G SAMSN1 SCN1A SERPINE1 SH3BGR SH3TC1 SIMC1 SLC27A2 SLC39A11 SLC41A2 SLC44A1 SNX10 SOD2 SOWAHC SPDEF SPRY1 SPRYD7 SQSTM1 SRF SRSF7 ST3GAL1 ST3GAL5 STARD10 STAT5A STK17B SUCO TBK1 TBX5 TECTB TEX10 TEX12 TGFB2 TGM2 TMEM100 TNFRSF1B TNNT2 TOP1 TTC28 TUBGCP2 UAP1 UGT8 VAV1 VPS37C WIPI1 WNT7B YBX2 YIPF3 YRDC ZC3H12C ZP1 GSE17721_CTRL_VS_CPG_2H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_CPG_2H_BMDC_UP ABCD1 ABCD2 ACO1 ACOT8 ADD1 AGBL5 AKAP8 ALDOAP2 ANKRD10 ANKRD28 ANP32B ARID1A ATM ATP5PF AVP BCAP29 BDH1 BTBD1 C14orf119 C15orf40 C1orf174 C6orf136 CACYBP CAMK2G CASP6 CCDC127 CCR2 CCR6 CCT5 CD79B CDIPT CDK20 CEP20 CERS5 CLPTM1L CNN3 CNOT6L CNOT9 COL17A1 COMT CPA5 CPLX4 CSNK1D CTNNA1 DCTN4 DFFB DHX36 DLG1 DNAJC9 DRAM2 EDEM3 EEF1B2 ELAC1 ELP2 ELP3 EMID1 ENPP3 EPAS1 ERCC6L ERCC8 EXT2 FAM53A FBXO8 FKBP1B FKBP4 FLT3LG FRMD8 GBP7 H2BC18 HCFC1 HEBP1 HHEX HLX HMBS HMCES HMGCL HPCAL1 HPF1 HSCB HSPBP1 IL6R ITFG1 KANSL2 KAT7 KCNN4 KCTD11 KLF10 KLHL9 KRI1 KTI12 LCLAT1 LEPROT LMNB2 LUC7L3 MCM7 MED22 MGAT2 MGST2 MINDY1 MLYCD MOBP MPHOSPH9 MPP1 MRPL28 MSN MTARC2 MTFMT NAA35 NAGK NANP NCOR1 NDUFB11 NDUFC2 NRIP1 NSMCE4A NSUN4 NUP35 OSBP OSBPL11 PACC1 PAG1 PANX1 PCDH18 PCNX3 PCYOX1 PEMT PEPD PEX11B PHF5A PIAS3 PISD PLEKHA1 PNPLA6 POC5 PPIL4 PPP2R5A PRKCD RALBP1 RBFOX3 RBM5 RDH13 RERG RETREG2 RGS19 RNASE4 RNF187 RRP36 SAP30L SART3 SCEL SDHAF2 SFTPC SH3BP5L SHMT2 SIPA1 SIX4 SKI SLC22A3 SLC25A4 SLC25A45 SLC39A3 SLC4A1AP SLF2 SMARCD2 SMC2 SNAPC2 SOBP SRCAP STARD3NL SVIL TADA1 TAF5L TBCE TBL2 TF THRB TMEM14C TMEM191C TMEM192 TMEM30A TMEM51 TOMM20 TOPBP1 TRAPPC14 TRIM11 TRIM3 TSR1 TTC4 TUBGCP3 TUBGCP5 UBXN1 UMOD VPS37A WDR33 YAE1 YEATS4 ZFP91 ZIC1 ZKSCAN3 ZNF280C GSE17721_CTRL_VS_CPG_4H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_CPG_4H_BMDC_DN ACTN1 ADHFE1 ADRA1A AFF1 ALPK2 APBB2 ARF4 ASB16 ATF3 ATP1B2 BCKDHB BCL9 BFAR BHLHA15 BST2 C1QL3 CBLN1 CCDC120 CCL1 CCNB3 CCNL1 CD200 CD38 CD47 CDH13 CHD1 CHM CHMP2A CHTOP CLCN5 CLDND1 CLN5 COL5A3 COX17 CPD CPSF2 CSF1 CST7 CUTC DDA1 DLL4 DLX1 DNAJB11 DNAJC21 DNER DRC3 DSCAML1 DUSP11 EIF2S2 ELAPOR1 ELL2 ELOC ETNK1 EYA4 FBLN5 FBXW11 FOXP1 FRMD6 G3BP2 GABRR1 GAPDHS GBP4 GBP7 GINM1 GLB1L GLYCTK GPRIN1 GRB2 GTPBP2 GUCA1A GYPC H2AC25 HDHD2 HMGN5 HNRNPD HOXA11 HOXA5 IDO2 IER5 IFNAR2 IGBP1 IL10RB IL18 IL1RN IL23A ITGA4 KANSL1L KATNA1 KATNBL1 KDR KEAP1 KTN1 LCE2B LCE3B LDLR LIN9 LMAN1L LRRC23 LY6G6D MACROD2 MAGEA11 MARK4 ME1 MFSD1 MITD1 MMP14 MS4A6A MTHFD2 MTMR14 MYBL1 MYD88 NAA11 NAMPT NFATC2IP NFKB1 NID1 NMD3 NOTCH2 NUB1 OAS2 OSTF1 OTUD7B PALLD PAWR PDE4B PDZK1 PERP PFN3 PHC2 PHGR1 PI4K2A PIK3AP1 PIP5K1B PLAA PLCL2 PLEKHA6 PML POGLUT1 PPP1R2P1 PRDX5 PRKD1 PRPF38A PRRC1 PRRT1 PSMA2 PTGES PTPN11 PTPN13 PTPRE PYY RAB33B RIBC2 RNFT1 RPS6KA2 RUFY3 RUSC2 SAMSN1 SERTAD1 SFRP1 SFTPA1 SIX1 SLAMF1 SLC17A1 SLC22A3 SLC8A2 SLITRK1 SNX10 SOD2 SPAG7 SPTLC2 STARD5 STXBP3 SUZ12 TAB2 TANC1 TBK1 TDRD7 TGM2 TLCD4 TLX2 TNFRSF1A TNFRSF8 TRMT1L TSPAN33 TTI2 TUT1 TXK TXN TXNL1 UBL7 UPF2 USP15 VCAN VSX1 WASHC4 ZDHHC5 ZNF18 ZNFX1 ZNG1B ZNRF1 GSE17721_CTRL_VS_CPG_4H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_CPG_4H_BMDC_UP ABCF1 ACADS ACADVL ACAT1 ACOT1 ADH5 ADNP AIFM1 ALDH3A2 AMACR AP5M1 ARAF ARC ARMC7 ATM ATP6V1F AUH BCAP31 BDH1 BLCAP C19orf48P C19orf53 C1orf54 CCNB2 CCNG1 CDC23 CDC42SE1 CDIP1 CDK1 CEP250 CIB2 CIDEB COA6 CPT1A CROT CTPS1 CTR9 DCPS DIP2B DMAC1 DNAJB1 DOK3 DUSP19 ECHDC1 EIF3B ELF3 ELP2 EPS15 ERMP1 F7 FAM76A FASTKD1 FBLIM1 FRMD8 GAB3 GADD45GIP1 GAS2 GASK1B GCNT1 GIT1 GPN3 GPR146 GPS1 GUSB HACL1 HEXIM1 HLA-DMA HMBS ICE2 IDH3A IFI30 IMPACT IQGAP3 KANSL2 KCNJ10 KCNK13 KHK KIF1C KLRD1 KRTAP4-11 LANCL1 LCMT1 LHX6 LSM4 LXN MAP2K4 MAPK3 MATR3 MEPCE MGAT2 MIDN MKNK2 MLYCD MRAS MRPL44 MRPL51 MRPS25 MSL1 MYT1 NAGK NCOR2 NDUFA4 NELFA NPC2 NSMCE4A NUDT3 NUP43 OPN1SW OSBP PCBD1 PEF1 PEPD PHETA2 PHPT1 PIK3CG PIP4K2A PLEKHA1 PLEKHG2 PLIN3 PLPP2 PLSCR3 PNRC1 POGLUT2 POLE3 POLR2B PSRC1 PTDSS1 PTMS PTOV1 QRSL1 RABEPK RALBP1 RAP1A RASSF2 RD3 RFC1 RFX1 RNASE4 RNF181 RPA1 RPA2 RPL38 RPS8 RTCB RTN3 SELENBP1 SERINC3 SFXN3 SLAMF9 SLC25A3 SLC25A4 SLC25A46 SLC26A6 SLC29A3 SLC30A5 SLC35A5 SLC7A7 SMARCA4 SMC3 SMPD2 SPEG STOML2 STRBP SYNPO TADA1 TEC TECR TF TGFBI TIAM1 TM2D3 TMEM147 TMEM14C TMEM51 TNFRSF21 TNNC1 TOMM22 TRIM32 TRPT1 TSPAN14 TUBA1B TUBGCP2 TXNDC5 UBR7 UBXN11 UNC119B USP1 VAC14 VDAC1 VOPP1 XBP1 XPOT XPR1 ZBTB25 ZFAND1 ZKSCAN3 ZNF287 ZNF574 ZNF703 ZNRD2 GSE17721_CTRL_VS_CPG_6H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_CPG_6H_BMDC_DN ABCC8 ACVR1 ADAMTSL5 ADRB1 AGFG1 AHCTF1 ALDH18A1 ANXA1 ANXA7 AP1G1 ASNS ATAD1 ATF3 ATP5F1B ATP6V0B BATF BFAR BHLHE22 BLOC1S4 BNIP2 C11orf68 CACYBP CAPN6 CAVIN1 CBLN1 CCDC167 CCL2 CCNJ CCNL1 CD200 CD47 CD81 CEP164 CHIC2 CHST7 CLK3 CNOT4 COL5A1 CORO2A CPEB1 CRISPLD1 CSPG4 CUEDC1 DDX39A DGAT2 DHX15 DHX38 DHX58 DNTT DPF1 DSCAML1 DUSP16 EBNA1BP2 EIF2S2 EIF3J ELAVL3 ENDOD1 ERGIC2 ETS2 F11R FAM50B FCAMR FNDC7 FSCN1 FURIN G3BP2 GABPB1 GALR3 GBP2 GMPPB GPR3 GSAP GTPBP2 HAT1 HCN2 HERC2 HOMER1 HPCA HSP90AA1 ICOS ICOSLG IGBP1 IGSF8 IL15RA IL23A ILF3 INPP1 IRGM ITGA4 ITGB1 KARS1 KDR KRI1 KRT2 LINGO1 LMO4 LRRC59 MACROH2A1 MAFF MAGEL2 MAGIX MAPKAPK2 MECP2 MECR METTL6 MFAP4 MITF MMP14 MMP7 MORC3 MRPL54 MX1 MYH1 N4BP1 NECAP1 NIPSNAP3A NLGN1 NMD3 NMUR1 NOMO1 NTSR2 NUBP1 NUDT9 NUP88 OLR1 PAFAH1B2 PARP14 PDK3 PENK PHC2 PKP4 PLAGL2 PLCL2 PLEKHA3 PNO1 PNPLA3 PPP1R14D PPP1R15A PPP1R17 PPP2R5A PRKRIP1 PRPF38A PSMA4 PSMC4 PTGES PTH2R PTPN11 PYGM RAB3IP RALGDS RAP2A RARS1 RBM43 RILPL1 RND3 RNF126 RNF17 RNPC3 SEC13 SFT2D2 SHC1 SIGLEC7 SIX4 SLAMF8 SLC28A2 SLC31A1 SLFN12L SOS1 SPATA5 SPRY4 STARD5 STAT2 STXBP1 STXBP3 TAP1 TIPARP TMEFF1 TMEM121B TMEM229B TMEM243 TMPRSS5 TNFRSF1A TRA2B TRIM26 TRIP12 TSPYL1 TUBA8 UCN USP15 USP27X VCL VPS54 WBP2 XKR6 YBX3 ZC3H11A ZDHHC5 ZFAND3 ZNFX1 ZNG1B GSE17721_CTRL_VS_CPG_6H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_CPG_6H_BMDC_UP ABCD2 ACOX1 ADAM11 ADK AGR3 AIFM1 AKR7A2 ALDH1L1 ANKRD10 APLF ARHGDIB ARMC6 ASCC1 ATG12 ATG2B ATP1B2 AVPI1 BAZ1B BAZ2A BDH1 BPGM C1orf54 CCNI CCR2 CCR6 CD300C CD93 CDC42SE1 CEBPZOS CENPH CEP19 CERS5 CETN2 CLNS1A COL6A1 COMMD6 CORO1A COX16 CPSF1 CPT1A CRTAP CTDSP1 CUEDC2 CUL4B CYBC1 CYS1 CYTH1 DGAT1 DNASE2B DPM2 EBP EIF3H ELMO2 ELOVL5 ERBB3 ERLIN1 ERMP1 ESCO1 FAM50A FAM76A FAM98C FASTKD1 FBXO25 FDPS FLCN FRRS1 GADD45G GAS2 GATC GDI2 GLO1 GLUL GOLIM4 GPX4 HCFC1 HCFC1R1 HELZ HGSNAT HMGB3 HS1BP3 HSD3B2 IAH1 ISCU ITIH2 KANSL2 KIAA0930 KLHL22 LANCL1 LIN37 LPGAT1 MANBA MCEE METTL8 MGAT2 MGAT4B MIEN1 MMD MRC1 MRPL2 MRPL28 MRPL51 MYL12B MYOF MYOZ1 N4BP3 NAPB NCKIPSD NDUFA10 NDUFC2 NF2 NINJ1 ORMDL3 PALD1 PARK7 PBX2 PCNX3 PDLIM2 PELI2 PGD PHKG2 PIAS2 PIGC PIGS PKDCC PLEKHA1 PLXNB2 POLR1D POLR3GL PPP3CA PRKACA PTOV1 PTPN18 PTPRA PTS RABGGTB RAMP1 RASSF3 RASSF5 RBM5 REV3L RHBDD3 RNF181 ROMO1 RPS15A SARS1 SELENBP1 SELENOM SERPINB4 SH3BGRL3 SLC12A9 SLC25A20 SLC25A4 SLC37A3 SLC39A11 SLC40A1 SLC41A3 SLC46A3 SLC7A7 SMARCA1 SMARCAL1 SMC3 SMOX SMPD2 SOD1 SRF SRRD SSR4 STK38 STXBP2 TAX1BP3 TBCD TBX21 TESK2 TFEB TGFBI TGFBR1 TMEM179B TMEM242 TMEM50B TNRC6B TOMM20 TP53 TPRA1 TRIM3 TRIM54 TSPAN13 TSPAN14 TTYH2 TUBB2B TULP4 URI1 VAMP8 YWHAH ZBTB11-AS1 ZBTB20 ZFYVE19 ZNF106 ZNF280C ZNF524 ZNF574 GSE17721_CTRL_VS_CPG_8H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_CPG_8H_BMDC_DN ABR ADAMTSL5 ADH7 ADORA1 AGRN AKIP1 ALOX12 ANKRD2 APPBP2 ARFRP1 ARID5B ATP6V1E1 B4GALT3 BCL2L1 BCL7C BRAF BST2 C18orf21 CA14 CACNA1A CACNG3 CAPN5 CAV1 CAV2 CCL11 CCL2 CCNL1 CD79B CDH3 CHD1 CHDH CHMP3 CLK3 CLRN3 CMTR1 CNOT7 CNP COL9A1 CPEB1 CRYBB1 CTCF CUTC CXCL9 CYP1B1 DACH1 DDA1 DDHD1 DENND2B DNAJB1 DNAJB11 DUSP16 EEA1 EEF1E1 ELOC EMC2 ENG ETF1 F3 FADD FGL2 FUT7 GABARAPL2 GAPDHS GBE1 GBP2 GBP6 GINM1 GIPC2 GJA10 GK GOSR1 GPR137B GPR3 GRAMD1A GTF2E2 GTPBP2 HCAR2 HDAC1 HK2 HOXA13 HOXA3 HOXA9 HOXB3 IER5 IFNB1 IFT172 IGBP1 IGSF9 INSM1 INSR INTS6 KAT2B KATNBL1 KCNN4 KCNQ5 KCNS2 KDM5D KLHL13 KRT2 LAP3 LHX2 LHX6 LMO4 LRP8 LRRC59 LYPD3 M1AP MAN2A1 MAPKAPK2 MARCHF7 MED28 MITD1 MMP2 MORC3 MTDH MTF2 MTFR2 MTHFD2 MTMR7 MYLIP MYO1B NAB1 NFKBIA NMD3 NOTCH3 NPLOC4 NR1H3 NRAP NYNRIN P2RX1 PARP14 PDZK1IP1 PLAGL2 PLEKHA2 PLK4 PLSCR1 PMPCA POFUT1 POLB POP7 PPIC PPIG PPP2R5A PPT2 PRMT6 PRPF38A PRRC1 PSMA2 PTGES PTGR3 PXK RAB30 RALGDS RAP2A RASA2 RBM47 RCSD1 REXO4 RGS20 RIMKLB RIPK2 RNF214 RRP7A RUNX2 SALL4 SAMSN1 SENP1 SLAMF6 SLC26A1 SLC33A1 SLC5A5 SLC6A13 SPARC SQSTM1 STAG1 STARD5 STK40 STXBP3 TAGLN2 TEK TM4SF1 TMEM39A TNRC6A TOM1L1 TOP1 TP53RK TPBG TSPYL1 TTC39C TXK UBE2M UBE2S UBXN11 VPREB3 VPS54 WSB2 YAE1 YARS1 YRDC ZBP1 GSE17721_CTRL_VS_CPG_8H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_CPG_8H_BMDC_UP ABCA2 ABCB8 ACAT1 ACOT11 ACRBP ADAM15 ADCY7 AGL ALDH1L1 ANKH AP1G2 ATP5IF1 BCL2L11 BNIP3L C1orf54 C2CD2L CAVIN3 CCDC28A CCNB2 CCNQ CCR6 CD300C CD79A CD93 CDADC1 CDC25B CDC25C CDKAL1 CEACAM21 CEBPZOS CENPV CERS5 CFAP68 CIDEB CIITA CNOT6L COMMD5 CORO1A CPPED1 CTNNA1 CTNNBL1 CYP51A1 DGAT1 DGLUCY DHX16 DHX36 EBP EDEM3 EEPD1 EFL1 ELOVL5 ELP2 FAM117A FAM162A FAM53A FBXO8 FDPS FKBP4 FUOM GAK GALT GLUL GPAM GYS1 H1-10 HEPACAM2 HEXIM1 HLA-DMA HMBS HMGB2 HMGCL HNRNPH3 HNRNPL HNRNPU HOXA2 HP1BP3 IP6K1 IQGAP3 IVD KIAA0930 KIF20A KLRD1 LCMT1 LDLR LEPROT LIMA1 LSM3 LTBP3 LTC4S LUC7L3 MCEE MDP1 MED22 MED25 METTL18 MGST2 MIDN MIGA2 MINDY1 MOS MOSPD2 MPHOSPH9 MRPL2 MRPL3 MRPS23 MRPS25 MTARC2 MTFMT MTMR1 MYL12B NAA60 NAGK NCBP1 NDUFAB1 NEU1 NGRN NHP2 NQO2 NR2F6 NUDCD1 OAZ2 ORC1 OSBPL2 PABPC4 PADI2 PARVG PCK1 PCYOX1 PDLIM2 PEPD PGD PHKA2 PIP4K2A PLA2G15 PLD1 PLEKHA1 PLPP2 PLXNB2 PRKCD PRPS2 PTPRO RAB7A RAC1 RASSF3 RASSF5 RBL2 RBM5 RETREG1 REV3L RHOJ RNASE4 RP9 RPL38 RPL6 RPRD2 RPS6KB2 RRP12 SC5D SCN4A SEPTIN2 SEPTIN8 SIN3A SKI SLC16A6 SLC25A13 SLC39A4 SMARCAD1 SMARCD2 SMIM14 SMPD2 SNAPC2 SNX14 SOBP SPO11 SPTBN1 STRBP SYNPO TECPR1 TFCP2 TFRC TGFBR1 TM9SF2 TM9SF3 TMEM14C TMEM216 TMEM51 TMUB2 TPRA1 TRIM3 TRIM39 TRMT1 TSPAN5 TUBA1A TUSC2 UXT WDR45 XPR1 ZFYVE21 ZNF106 ZNF124 GSE17721_CTRL_VS_GARDIQUIMOD_0.5H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_GARDIQUIMOD_0.5H_BMDC_DN ABCD1 ACAA1 ACADSB ACTN1 ACTR10 ADGRL4 AGTRAP ALDH7A1 ANXA8 ARL2 ARL3 ARMCX4 ASCC1 ASF1A ATOSB ATP2A1 AVP B2M B3GNTL1 BBOX1 BCKDHB BCL2L13 BLOC1S4 BSDC1 C1QL1 CAMK2B CATSPERZ CD82 CDCA3 CDK5 CDKN1A CLCN1 CLEC1B CLEC6A CLIP1 CMC2 COPZ2 CPXM1 CSNK1D DCTN4 DHH DNAJB12 DNLZ DPY30 EIF4EBP2 ELAPOR1 ELOC ELP2 EMC3 ENPP1 EPHX2 F12 FABP5 FAM76A FANCE FBLN7 FLT4 FMOD FOXD1 FOXG1 FRAT1 FZD8 GCLM GDAP1 GET4 GINM1 GJC2 GLIPR1 GNAS GNG11 GOLT1B GPR146 GPR3 GTF3C2 GUCD1 H1-10 HAAO HEXIM1 HIVEP3 HMX3 HSPA2 IDNK IER3 IFIT1B IFT22 IL10RB IL7 KCMF1 KCNAB2 KRT16 LAMTOR5 LARP1 LCE3B LENEP LETM1 LIMD1 LINGO1 LOXL4 LSM12 LSM3 MAGEA11 MAGI3 MAP3K12 MAPK7 MARCKSL1 MAZ MEIS3 MIGA2 MRPL2 MRPL20 MRPL4 MSLN MYH11 MYLK MYMK NAA38 NCOA3 NDUFA10 NDUFB11 NDUFS2 NR1H3 OGFOD2 PA2G4 PAM PCID2 PDZK1IP1 PELO PFKP PFN1 PHLDA1 PHYHD1 PITX3 PLA2G2D PLCL2 PMFBP1 PMVK PNPLA3 PPDPF PPP2R2D PRDX1 PRELID1 PRICKLE3 PROCR PRPF40A PTDSS1 PTPN14 RABAC1 RBP3 RBX1 REPS1 REXO2 RFXAP RGS10 RNF25 RNF41 RNF7 ROPN1 RPIA RPL19 RPL30 RSPH1 RUFY1 SAR1B SDHAF1 SF3B4 SH3BP5L SHOC2 SLAMF1 SLC12A9 SLC18A1 SLC26A3 SLC39A1 SLFN12L SMARCAL1 SOBP SOD1 SPTAN1 STK11 STOML2 SUGT1 SUMO3 TBCA TBCE TCF20 TMA7 TMEM38A TNPO2 TSSK1B TUBA1A TXK UBL7 UCN VGLL1 VPS72 WASHC2A WBP2 ZC3H12C ZNF318 ZNHIT2 GSE17721_CTRL_VS_GARDIQUIMOD_0.5H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_GARDIQUIMOD_0.5H_BMDC_UP ACER1 ACOT9 ADAM10 ADTRP AFF4 ALG14 ANGPTL1 AP1AR AQR ATAD1 ATAD2B B3GALT5 B3GNT2 BAIAP2 BEX4 BMI1 BST1 C9orf64 CAPZA1 CAPZA3 CARHSP1 CASP1 CBFB CCDC137 CCNI CD1D CD300LF CD5 CD9 CDC23 CDCA7L CEP350 CHKA CHUK CMTM6 CNOT2 COL4A2 COTL1 CPQ CPT1A CRY2 CSDE1 CTSC DCAF12 DDA1 DDX3X DDX47 DESI2 DGKE DHX8 DPH6 DUT DYNLRB1 EEA1 EFHD2 EIF4B ERCC8 EYA2 FASN FIS1 FKBP7 FNBP4 FTL FTSJ3 GATA2 GBP7 GDF11 GNA13 GPC6 GPCPD1 GRIK5 GRK5 GSX1 GTPBP1 H2BC5 HADH HELLS HHEX HIPK3 HMGN5 HNRNPDL HNRNPLL HNRNPM IL1RAP IL1RN INO80 INTS11 IPO7 IQGAP1 IRAK4 ITGB1 JAK1 KCNH2 KLF16 LAMA4 LGALS8 LRP6 LRPPRC LRRC58 LTC4S LUC7L3 LYPD8 MACROD2 MCM2 MCM3 MCMBP MGA MGAT4B MIDN MMP8 MOB1B MRPL14 MRPL42 MSL1 MSN MUC1 MYCBP2 NAA30 NAF1 NARF NINJ2 NSA2 NSF OGA OPA1 OSBPL1A P4HA2 PARP12 PARP4 PDHA1 PIK3C2A PITPNB PLA2G15 PLG PLS3 PMM2 POLR1D POLR3F POMGNT1 PRKCH PTBP1 PTPN1 PXN RAB8B RAC1 RARS1 RBL2 RBM15B REV1 RNF20 RNPEP ROCK2 RPE RRM1 RTN4 SEL1L3 SIRPA SLC25A30 SLC25A46 SLC30A5 SLC41A2 SNX14 SOCS5 SPN SPTLC2 SQLE STAC2 STARD5 STAT2 SUPT6H SYNJ2BP TAF12 TAF5L TECR TFEC TIA1 TLR1 TMEM168 TMEM38B TNFRSF13B TNFRSF21 TOLLIP TRAFD1 TRAPPC13 TRIM39 TRIM41 TTC7B UBA1 UBAP1 UBP1 UBR1 URI1 USP15 USP2 VAMP4 VOPP1 VPS50 WASHC4 XPR1 ZRANB2 GSE17721_CTRL_VS_GARDIQUIMOD_12H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_GARDIQUIMOD_12H_BMDC_DN ABCB4 ACTN1 ADAMTS5 ADHFE1 ADPRS AHR AMBN ANKRD26 ASNS ATP6V1C2 BASP1 BCKDHB BCL2L15 BST2 C1orf52 C6orf120 C9orf72 CACNA2D3 CASP4 CBS CCDC71L CCL13 CCL2 CCRL2 CCT7 CCT8 CDKN1A CDKN2A CHCHD4 CITED2 COL5A1 COL9A1 COPG1 CPD CTPS1 CTTN CTTNBP2NL CYP2D6 CYP39A1 DAB1 DDHD1 DGAT2 DGCR8 DHPS DHX58 DIS3 DMKN DNAJC1 DPM1 DSCAM DUSP16 EBI3 ELL2 ELOC EMD ESD EVA1C EXOC7 FABP3 FBXW11 FCRL1 FER FSCN1 GABRG2 GHRH GLIS1 GLMP GOSR1 GRK2 GSR GUCD1 HELZ2 HINFP HK2 HOXA9 HOXB9 HSD17B12 HSP90AA1 HTR2B HTRA2 IFIT2 IFNAR1 IL15RA INO80E IRS1 IRX3 KYAT3 LBP LEPR LHX2 LIG3 LIN9 LRRC59 LTA LUC7L LYN LZTFL1 MAFF MAP3K6 MC3R METTL6 MIB1 MITF MRAS MTDH MTMR14 MYD88 NAA35 NAE1 NECTIN2 NET1 NFKB1 NFKBIA NHERF1 NLGN1 NMD3 NME6 NOL7 NR5A2 NSUN2 NUB1 OAS2 OPA3 P2RX1 PA2G4 PARP14 PDZK1IP1 PFKP PHYHD1 PI4K2A PIGB PKP4 PLEKHA3 POLB POP7 PPIG PPP1CB PRMT7 PROKR1 PSMA4 PUM3 RAD23A RASA2 REPS1 RILPL1 RIPK2 RNF128 SCRG1 SEC24D SERPINB9 SERPINE1 SFXN1 SH3TC1 SHC1 SLC28A2 SLC2A1 SLC6A12 SLFN12L SMYD1 SNRNP27 SP110 SPTLC2 SQSTM1 SRP54 SRXN1 ST3GAL5 STAT5A STK40 SYNPO2 TAGLN2 TBC1D13 TDRD7 TIMMDC1 TIMP1 TIPARP TMEM199 TMEM243 TRAF3IP2 TRMT112 TWIST1 TXNL1 UBA1 UBE2M UBXN8 UCN USO1 USP25 VCAN VCL VEGFC WBP2 YKT6 ZAN ZBP1 ZBTB7A ZNF605 ZNG1B ZNRF1 GSE17721_CTRL_VS_GARDIQUIMOD_12H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_GARDIQUIMOD_12H_BMDC_UP ABCA2 ABCD1 ABCD2 ABHD15 ADAMTS10 ADIPOQ AKR7A2 ANGPTL6 ANKH ANKRD10 ANXA3 APOC2 APRT ARHGAP17 ARHGAP45 ARRB1 ASF1B ATG9B ATP5F1A ATP5F1B ATP5F1E ATP5PF BAIAP2 BDNF BUB1 C1QBP CACNA1A CASP6 CATSPERG CCDC115 CCNG1 CCNI CD74 CD81 CDC20 CDK2 CDON CENPF CENPV CLYBL CNIH4 COL4A5 CORO1A CPPED1 CPSF4 CPT2 CRADD CREBRF CTSA CXCR3 CYP4F3 DAD1 DDX41 EEF1B2 EEF1D EHHADH EIF3L ELOVL6 FAM193B FKBP11 FMC1 FRRS1 FTCD FUCA2 GAB3 GASK1B GLUD1 GNE GNG10 GOLM1 GSTO1 HACL1 HADHB HCFC1R1 HEPACAM2 HMGB2 HMGCS2 HNRNPLL HOMER1 HPCAL1 HTATIP2 IDS IFI30 KIF1C KIF20A KXD1 LAMA4 LANCL1 LIN28A LTC4S MBIP MCEE MCM7 MGAT2 MIDN MINDY1 MKNK2 MMP1 MMP19 MOS MRPL2 MRPL42 MRPL47 MRPL51 MRPS24 MRPS26 MUL1 MYL12B NANP NDUFA13 NDUFA2 NDUFAB1 NDUFB2 NELL2 NEPRO NIT1 NKX2-4 PABPC4 PALD1 PARD6A PARP16 PDK3 PDLIM2 PDYN PEPD PEX2 PGM1 PHKA2 PIGQ PLA2G15 PLD1 PLPP2 PLXDC1 POLG PPIL4 PTK6 PTPN18 PTPRS PTS QRSL1 RANBP10 RBBP7 RERE RGS10 RNASE4 RNFT1 RNPC3 RPL28 RPL41 RPL6 RPS5 S100A1 SAAL1 SC5D SFXN3 SIPA1 SKA1 SKI SLC25A39 SLC25A4 SLC25A45 SLC37A1 SLC37A3 SLC40A1 SLC41A3 SMIM12 SMPD2 SMPDL3A SNX14 SNX15 SOBP SPC25 SPG21 SSB SSBP4 STARD4 STK11 SUPT16H TBX2 TCTE1 TF TFB2M TMEM14C TMEM51 TMUB2 TNFRSF13B TNNT1 TNRC6A TRAPPC14 TTYH2 UPB1 VAMP4 WIPI1 WWOX XPR1 YPEL1 ZBTB20 ZIC2 ZNF124 ZNF18 GSE17721_CTRL_VS_GARDIQUIMOD_1H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_GARDIQUIMOD_1H_BMDC_DN AGL ANGPT2 ANKRD26 ANXA8 ARHGEF3 ARID5B ART3 ASPDH ATF7IP2 ATG10 B3GNT2 BCL6 BMP5 BMPR2 BTBD17 BTF3L4 C1D C1GALT1C1 CARD10 CCDC71L CCDC96 CCL13 CCNG2 CCNL1 CD38 CD8B CEBPZ CELA3B CEMIP CETN2 CLEC1B CLEC4E COL17A1 COL22A1 COX5A CPT2 CREB3L4 CSF1 CSTF1 CTR9 CXCL10 CYP1A2 DAB2 DDHD1 DNASE2B DOCK6 DSP DUSP6 EFNB3 EIF4E3 EN1 ERRFI1 ETS2 ETV6 FAM162A FAM227B FAM50B FBXO22 FBXO31 FBXO33 FEV FGG FIGNL1 FRMD4B FST FTSJ1 GADD45A GBP4 GGT5 GMPR HCAR2 HIP1 HMGB2 HMX2 HPF1 HSPH1 IER2 IL1RN INHBA IPP IRS2 ITPR1 JUNB KCNK13 KERA KLF13 KLHL2 KRT17 LIG1 LIPF LPP-AS2 LSG1 LSM14A MAFF MAP2K1 MAP3K8 MAP4K5 MC2R MECP2 MEFV METRNL MKNK1 NBN NCAM1 NDUFA12 NDUFAF1 NECTIN3 NFKBIA NHLH1 NOP58 NRROS NUP188 ODC1 OLR1 OPA3 OR51B2 ORC4 P2RY14 PAH PCID2 PCSK4 PDE4B PFN3 PHKB PIGF PIP4P2 PNP POLR1B PON3 PPM1B PPP1R15A PPP1R1B PRDM1 PREPL PRPSAP2 PRSS12 PTPRE RAB37 RAP2A RASGRP1 RBL1 RBMX2 RCSD1 RFC1 RMDN3 RND3 RNF141 RNF19A RPS2 SCCPDH SCGB3A2 SCHIP1 SECTM1 SENP6 SH3BGR SLC16A6 SLC22A7 SLC26A8 SLC27A2 SLC33A1 SLC37A1 SOX17 SPCS3 SPTSSB SRP54 STAM2 STX6 SUPT16H SVIL TACC3 TAF6 TAGLN2 TEX14 TEX2 TFAP2C TLL1 TLR5 TMEM33 TNFRSF1B TNNI3 TOP1 TRA2B TRIP4 TRPS1 TUBD1 TXNL1 UBC UBR1 UBR2 VGLL1 WASF3 XRCC2 YIPF7 ZBTB11-AS1 ZC3H12C ZFP30 ZFP36L1 ZFX ZNG1B ZP1 GSE17721_CTRL_VS_GARDIQUIMOD_1H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_GARDIQUIMOD_1H_BMDC_UP AACS ABCA2 ABTB1 ACRBP ADH5 ADNP ADRA2B AHDC1 AKNA AKR1B1 AKT1 ALKBH4 ANAPC5 ANGPT1 APOA1 AQP7 ARGLU1 ARPC4 ARRB1 ATG12 ATP1A1 ATP5MC2 B3GNT3 B3GNT5 BAK1 BCL11B BNIP2 BUB1 C6orf58 CAMK2G CCDC115 CCNB2 CD1D CDC42SE1 CENPB CEP250 CHM CLIP1 COL8A1 COMMD2 COPS6 CPNE2 CPSF4 CUEDC2 D2HGDH DEPDC7 DGAT1 DIP2B DMKN DOK3 DOLPP1 DPP7 DYRK1A ECHDC2 EIF3H ELOF1 EMP3 EPHB2 ESRP2 EVA1A FA2H FAM32A FGF8 FHIP2A FLCN GAK GALR3 GBA1 GCA GCGR GDPD3 GIGYF1 GJC2 GLMN GLUD1 GNAI1 GNB1 GPANK1 GRK2 GRM1 HEBP2 HHEX HM13 HMX3 HNF1A HNRNPLL HPGD HVCN1 INSM1 IRGM ITGB6 KCNN4 KDM3A KEL KIF21B KLHL21 KRTAP21-1 LENG8 LEPR LIMK2 LSM3 LTBP4 LTBR LYPLA2 MC3R MED22 MIDN MOCS2 MPDU1 MRM1 MRPL30 MRPL4 MSANTD2 MSI1 MSL2 MST1R MYF5 MYLIP MYNN MYRF N4BP3 NAA60 NAPB NCMAP NELFE NHERF4 OCSTAMP OSTF1 OTULIN OXLD1 P2RX4 PCBP2 PCNX1 PCYOX1 PDLIM2 PEF1 PEX11A PGD PHACTR1 PHF19 PHF23 PIGS PLEKHF1 PLGRKT PPP1R17 PPP2R3A PRRX2 PSMD5 PTGIR PTPMT1 PTPRG PTPRJ RAB1B RAB33B RAB40C RASAL2 RASSF9 RBM5 RNF34 RPL6 RPS6KA4 RRP7A RUFY3 RYR2 SARS1 SENP3 SERTAD1 SKA1 SLC12A9 SLC39A13 SLTM SON SPIN1 SRRM4 STARD3 STARD3NL STAT2 STOML2 SUPT20H SYT17 TALDO1 TAMALIN TBC1D13 TBX1 TC2N TLN1 TMEM147 TMEM229B TNRC6A TPSG1 TRIM25 TRIM54 TUSC2 UXT YBX2 ZC3H11A ZFYVE19 ZNF467 ZNF841 ZSCAN5B GSE17721_CTRL_VS_GARDIQUIMOD_24H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_GARDIQUIMOD_24H_BMDC_DN ABCE1 ABI1 ABRACL ACOT12 AGRN AHR ALDH7A1 ALG2 ALPK2 ANXA5 AP3M1 ARCN1 ARHGAP21 ARHGDIB AUTS2 BBLN BFAR BRCC3 C14orf119 CALCOCO2 CCDC107 CCDC120 CCL13 CCT2 CD47 CES3 CFL1 CHIC2 CLMN CMTR1 CPD CSDE1 CST7 CTSK CWC27 CYBB CYBC1 DACH1 DERL2 DNAJB11 DNAJC10 DNAJC3 DRG2 DUSP15 EIF2S2 EMC7 ERAS ERP44 FASTKD5 FBXW11 FKBP1A FKBP4 FST FZD5 GABPB1 GINM1 GMPPB GORASP1 GPR155 GRK2 GTF2E2 GUCD1 HAT1 HCLS1 HDAC1 HNRNPA3 HNRNPAB HSPA4 HTR2B IER3 IFT57 IGSF9 IL15RA IRGM KATNBL1 KCNN4 KDR KLK4 LIMD2 LRRC59 LZTS2 MARCHF5 MDH2 ME1 MEMO1 METTL6 MGST2 MMP12 MMP14 MOB4 MRPL52 MRPS2 MTMR14 MX1 NAA30 NCBP1 NDP NEK1 NMD3 NOXO1 NQO1 NRG4 NSG1 NUDC NUDCD1 NUP43 NUP50 PA2G4 PAPLN PARP14 PFDN2 PFKP PIK3CG PLA2G12A PLA2G2D PLEKHA3 PLSCR1 PON3 PPBP PPIC PPP2R1A PPP2R3C PRG2 PRMT7 PRPF3 PSMA2 PSMB7 PSMB9 PSMC4 PSMD5 PTCD3 PTPN1 PTPN11 PUM3 PXMP2 QSER1 RAB32 RAD18 RAP2A RARS1 RBM10 RBM19 REXO2 RIPK2 RNF126 RP2 RRN3 RWDD4 SEC23A SEC24D SEPTIN7 SFXN1 SLC35G6 SLC39A13 SLC41A2 SLC7A5 SOCS4 SPATS2 SPTB SRSF7 SSBP3 SSX2IP STAT5A TAGLN3 TASOR2 TBK1 TBX21 TDRD7 THOC1 THRSP TMED7 TMEM100 TMEM185A TMEM199 TMEM208 TMEM39A TNFSF9 TP53I13 TRMT112 TUBA1A TXNDC5 UBE2O UBE2S UBR2 UFSP2 UPP1 USO1 USP10 USP25 WDFY3 WDR43 ZC3H12A ZCCHC3 ZDHHC5 ZMYM1 ZMYND19 ZNF146 ZNF672 ZNG1B GSE17721_CTRL_VS_GARDIQUIMOD_24H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_GARDIQUIMOD_24H_BMDC_UP ABCB7 ABTB1 ACAT1 ACO1 ACO2 ADAM15 ADARB2 ADCY7 ANKH ANKRD10 APOC4 ARHGAP45 ARPC1A ARRB1 ASF1B ASPRV1 ATRAID B3GNT8 B3GNTL1 BMP5 BPGM BUB1 C6orf62 C6orf89 C8G CAPN15 CARHSP1 CBS CC2D1A CCNI CCNQ CD164 CD22 CD300C CD300LD CDC20 CDK16 CEACAM21 CEP250 CHCHD7 CHDH CIDEB CIITA CMIP COMMD4 CPA1 CRYZ CSF3R CTSA CXCR4 CYP4F3 CYP51A1 DAB2 DDX3X DGLUCY DHCR24 DTNBP1 EEPD1 EIF3F ELOVL6 ENPP1 EPS15 ERBIN ERGIC3 EVI5 FCAMR FHIP2A FIS1 FRMD4B FUOM G6PC1 GAB3 GALC GALNT2 GAPDHS GCNT1 GNPDA1 GOLM1 GRN GSC HAUS8 HEBP1 HELZ HIVEP2 HMGCS1 HOMER1 HPGDS IFI30 IFT46 IL6R IL6ST INSR IP6K1 IQGAP1 JARID2 KCNK4 KLHL9 KRT7 LAMTOR3 LDLRAP1 LTBP3 LZTR1 MACROD1 MANBA MAPK11 MAU2 MBP MCEE MFAP1 MKNK2 MMP19 MRPL23 MRPL36 MRPL42 MVK MYOF N4BP2L1 NDUFA10 NDUFA13 NQO2 NSMCE2 NSMF P2RX4 P2RY12 PALD1 PAM PARVG PCNX3 PDLIM1 PEPD PGP PHF13 PIAS3 PLXNB3 PNPLA6 PNRC1 POLR1C PRDX6 PTMS PTPRA PTS RAB28 RAC1 RAD1 RALBP1 RASSF5 RDM1 RNF38 RPL34 RPS3 RUFY3 SCAMP1 SCML2 SELP SEPTIN8 SH3RF1 SIRT3 SLC25A39 SLC38A5 SLC44A3 SMARCAD1 SMIM11 SNAP23 SNX14 SPSB2 SSBP4 STARD4 STS STXBP2 SYF2 SYT9 TAF4 TAX1BP3 TBL1X TF TFAP2A TFB2M TFEB TGFBR1 TGM2 TMEM141 TMEM14C TMEM186 TMEM242 TNRC6B TP63 TPK1 TPRA1 TRPT1 UBALD2 UBE2B UBL4B UBXN1 VDAC1 VRK1 WASHC2A YEATS4 ZC3H11A ZNF277 ZNF689 GSE17721_CTRL_VS_GARDIQUIMOD_2H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_GARDIQUIMOD_2H_BMDC_DN AADAT ABI1 ADCY3 ADK AGXT AK2 ALPK2 ANKRD2 ANXA9 AP3M1 ARG2 ASB15 B3GAT1 BAAT BCAM BCL2L11 BMP5 BNIP2 BTG3 CASP4 CATSPER1 CAV1 CCNA2 CCNL1 CD70 CD96 CENPV CITED2 CLCF1 CLEC5A CLIC3 CLINT1 CNOT9 CPLX2 CPQ CSF3R CST11 CTNND1 DENND2B DHX32 DLD DPF2 DTWD1 DUSP16 EHD1 EIF2AK4 ELMO2 ENDOD1 ESRRG ETF1 ETS2 FAM174B FAM184B FBXW8 FLT1 FN1 FOXF2 FRMD6 FURIN GAL3ST1 GNA13 GNAT2 GOLGA7 GOLPH3 GSDME HAL HLA-C HOOK2 HSD17B13 HSPA1B IER5 IFNB1 IFT81 IGDCC3 IGSF6 IKBKB IL1RN IL23A INO80C INTS8 ITGB6 KATNBL1 KBTBD2 KHDC4 KIF1A KLHL25 KLK4 LGI4 LLGL2 LMO4 LONP2 MAFF MAPK6 MARCKSL1 MARCO MDFIC MEF2A MGAT4C MMADHC MT2A MTMR14 MTMR7 MUC13 MYLIP MYNN NCOA2 NDEL1 NDUFAF7 NDUFB2 NRG4 NTAN1 NTHL1 NUMB NUP93 OLFML3 OSGIN2 PACRG PAFAH1B1 PCNX1 PDE4B PDLIM1 PFKP PHLDB1 PLEKHA3 PLG PLSCR1 POLA2 POLR1B PPME1 PPP1R2P1 PPP2R3A PRICKLE3 PRRC2A PRXL2C PSMD3 PTPRE RAB17 RAB32 RAD18 RALGDS RASAL2 RBM7 RNF19A RPS6KA2 SALL4 SAMSN1 SAPCD1 SBDS SC5D SECISBP2L SEMA3C SEMA6B SERINC1 SH3TC1 SHC1 SIMC1 SIX1 SLAMF1 SLCO1C1 SLFN12L SMAD2 SMC5 SNAP23 SOCS3 SPRYD7 SPTLC1 SRF SRP54 SSBP3 STARD5 STAU1 STXBP1 STXBP3 SYNE2 SYNPO2 TAF7 TAMALIN TBL3 TFEC THRSP TJAP1 TM9SF3 TMA16 TMED7 TMEM120B TMEM94 TNFRSF1B TNFRSF8 TOR1AIP2 TRMT10A TRPM6 TULP4 UCHL5 USP15 WASF2 WNT16 YME1L1 ZDHHC14 ZFAND2A ZP2 GSE17721_CTRL_VS_GARDIQUIMOD_2H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_GARDIQUIMOD_2H_BMDC_UP ABHD10 ACOT13 ACY1 ADCY7 AIMP2 AIRN AKAP8 ANAPC5 ANKRA2 ANKRD54 ANXA8 APOD ARL16 AVP BTK C19orf12 C19orf48P C6orf62 CACNG4 CASP6 CBX6 CCN3 CCND2 CD79B CDK20 CDK4 CEP19 CHCHD7 CHI3L1 CIBAR1 CLEC1B CLNS1A COA6 COL6A3 COMMD4 COPS6 CSTB CUEDC2 CXCR4 CYBC1 CYSTM1 DGAT1 DIAPH2 DLG3 DNAJC10 DOLPP1 DOP1B DTL DUSP6 ECHDC3 ELOC ERCC6L FAU FBF1 FBXO9 FOXP3 FRS3 FTSJ1 FUOM FZD8 GADD45GIP1 GCNT1 GET4 GLIPR1L2 GNE GNG10 GOLT1B GORASP1 GPR146 GRB7 HCFC1R1 HEBP1 HLX HMGCL HTRA2 IFIT2 IFT172 ILK IPPK KANSL2 KEAP1 KIF4A KLHL9 LINGO1 LPAR2 LPGAT1 LSM1 LUC7L MFAP2 MGARP MICOS13 MIS18BP1 MITD1 MLYCD MMP7 MRPL39 MRPL44 MRPS2 MRPS24 MRPS26 NDUFB11 NEK7 NKX2-4 NME3 NONO NSMCE3 NUCB2 OASL OCIAD1 OGFOD2 ORC5 OXLD1 PACS1 PAPPA PDK4 PDLIM4 PES1 PHGR1 PIGH PIMREG PIP PKP3 PLAC8 PLPP2 PMM2 POLR2H PRELID1 PROSER1 PSMC2 PTCRA QSER1 RALBP1 RD3 RELL2 RESP18 REXO2 RGL2 RHOD RIOX1 RIPK2 RMND1 RNF181 RNF34 RPA1 RPL39 RPL3L RRP7A SASH3 SCAND1 SELENOP SHMT1 SIDT2 SLC12A5 SLC17A9 SLC25A20 SLC25A39 SLC2A1 SLC6A14 SLCO1A2 SLFN13 SMARCA2 SMARCAL1 SNRNP27 STAT2 STOML2 TADA2A TAF4 TAX1BP3 TCTE1 TDRD3 TESK2 TFB2M TFDP1 TIAL1 TIMELESS TM4SF4 TMEM100 TMEM115 TMEM121 TMEM129 TMEM268 TMEM54 TNRC6A TRIM25 TRMT10B TTC30B TUBB2A TUBG2 UBA2 UBALD2 UBTD1 UGT2B4 UPF2 VHL VPREB3 VWA5A ZNF235 ZNF467 ZNF703 ZYG11B GSE17721_CTRL_VS_GARDIQUIMOD_4H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_GARDIQUIMOD_4H_BMDC_DN ACBD3 ACTR10 AGFG1 ALPK2 APBB2 APIP AQP4 ARG2 ATF3 ATP1A1 ATP9B ATXN7L1 BARX1 BBLN BCAM BCR BLZF1 BOLL C2orf76 CA5A CACNA1B CALB1 CBS CCDC71L CCL1 CCNT2 CCR8 CD40 CD96 CDR2 CEBPD CFHR2 CHMP7 CLCN1 CNN1 COX4I2 CPD CSDE1 CSF3R CSRP2 CTTN CXCL10 DENR DLGAP4 DNAJB12 DND1 DTX2 DUSP11 DUSP2 EGR3 ELAPOR1 ELL2 EMC6 EMC7 EMID1 EN1 ESRRG ETS2 FABP3 FAH FAM50B FCER2 FCGR2B FOXG1 FOXN1 FPR1 FRMD6 FST GCH1 GMPPB GOSR1 GPR137B GRIK1 GRPR HDGF HGD HMX2 HPGD ICOSLG IER3 IFT81 IGDCC3 IGF2BP1 IKBKB IL10RB IL1RN IL23A IL36A IRS2 JARID2 KANK2 KATNA1 KATNBL1 KCNH7 KCNQ5 KMT5A L3HYPDH LAMB1 LDHC LGALSL LMAN1L LTA LY6G6D LY75 MACROD2 MAFF MAPKAPK2 MAPKAPK5 MARCO MEF2A METAP1 MFSD11 MSLN MTDH MTF2 MTMR14 MTMR7 MUC13 MYCN MYOZ1 NAA38 NDP NHERF1 NIBAN1 NID1 NMD3 NOMO1 NOTCH2 OASL OLR1 P2RY2 PAFAH1B1 PCARE PCP4 PDE4B PITX1 PLAAT3 PLCZ1 PLS3 PLSCR1 POGLUT1 PPBP PPP1CB PRDX1 PRDX5 PSMA3 PSMC6 PSMD7 PTPRA PTPRE PTPRJ QPRT RAB30 RAD18 RGS9 RHBDL3 RNF149 RNF19A RNMT RUFY3 RUSC2 SATB2 SERPINB7 SERPINE1 SFSWAP SHISA2 SLC25A29 SMAD2 SMC5 SOWAHC SOX14 SPRTN SRP54 STARD5 STAT2 STAT5A SYPL1 TAS2R1 TBC1D13 TGM2 TMCO3 TMEM121B TMEM243 TMEM54 TOR1AIP2 TRPC5 TSPAN33 UBE2L6 UBLCP1 UPP1 VTN WARS1 WASF3 WASHC4 WBP2 ZBTB17 ZBTB7A ZFP30 ZFPM2 ZNF212 GSE17721_CTRL_VS_GARDIQUIMOD_4H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_GARDIQUIMOD_4H_BMDC_UP ABCB7 ADCY7 ADD1 ADIPOR2 AGL AGPAT3 ALAD ANAPC2 ANKMY2 ANKS1A AP2S1 AQR ARCN1 ATE1 ATM ATP6V0A2 AUH BCL2L14 BLOC1S5 BRINP1 BTBD1 C14orf119 C19orf12 C19orf48P C1D CBX4 CC2D1A CCNQ CD99L2 CDC20 CDC42SE1 CDCA3 CDK2 CDKAL1 CENPA CETN2 CHKA CLDN10 CLNS1A CNGB3 COG6 CPSF1 CPSF4 CPT2 CRCP CTDSP1 CTNS CUTA CWC27 DAB2 DDX39B DESI1 DFFA DGKZ DGLUCY DTL ELMO2 ELP2 EMILIN1 EPS15 ERBB3 EVI5 F7 FAM111A FAM117A FAM193B FAM98C FBLIM1 FBXO9 FKBP4 FKBP7 GALC GALK2 GASK1B GATC GINS1 GLUL GNPDA1 GOLM1 GPATCH4 GSDME GYS1 HAT1 HDAC6 HEATR1 HEXIM1 HLA-DMA HM13 HMG20A HMGCL IER3IP1 INPP4A ITM2B KLHL9 LAMB3 LCLAT1 LGALS4 LUC7L3 MAD1L1 MAP4K4 MDP1 MEF2D MFAP1 MGAT4B MGST2 MIDN MKNK2 MLLT10 MPP3 MRI1 MRPL34 MRPL36 MRPS15 MTFMT MTMR1 MVB12B MYO5A MYO7A NAT9 NDUFA10 NEK1 NGRN NME2 NUCB2 NUDT3 OPRL1 PAG1 PAK1 PANX1 PDLIM2 PDXK PHETA2 PIGH PINK1 PLA2G15 PLEKHA1 PLEKHF1 PLIN3 PLPP2 PNPLA6 PRPF3 PRXL2C PTDSS1 RAB28 RAB31 RBBP4 RBL2 RERE RERG RNASE4 RNH1 RPA2 RPL14 RPS21 RPS6KA3 RUVBL1 SEC16A SERHL2 SF3B2 SIDT2 SIRT3 SKP1 SLAMF8 SLC25A20 SLC25A45 SLC29A3 SLC7A7 SNX1 SPEG SRP14 STK10 STRBP STRN4 SVIL SYNPO SYT17 TBCD TEC TESK2 TFEB TMEM115 TMPRSS4 TREH TRIM39 TTC28 TTC4 TUBA1A TUBA1B TXNL4A UGP2 USP20 WASHC2A WDR45 WEE1 WFS1 XPR1 YIPF7 ZKSCAN3 ZNF566 ZNF703 GSE17721_CTRL_VS_GARDIQUIMOD_6H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_GARDIQUIMOD_6H_BMDC_DN ACIN1 ACTN1 ACTN2 AFM AKNA ALDH7A1 APOA2 ARG2 ARHGAP21 ASB12 ATF3 ATL3 ATP6V1E1 ATXN7L1 BATF BCL2L1 BCL7C BHLHA15 BIRC3 BLOC1S6 BMAL2 BMPR2 BNIP2 BRD8 CACNA1F CCNL1 CCT7 CD200 CD47 CD81 CHCHD4 CHD1 CHIC2 CHST7 CLK3 CNN3 COL4A2 CORIN CPD CREBBP CTTN CWH43 CYFIP2 DCAKD DDA1 DENR DNAJB13 DNAJB5 DNM1L DNM3 DUSP2 EGLN2 EIF3D EPHB2 ESD ETS2 FAM184B FAM50B FARP2 FBXW11 FLT1 FLT4 FOXB1 FRK FRMD6 FTCD GBE1 GNB1 GPR88 HAO2 HARS1 HAT1 HDAC1 HDHD2 HHATL HINFP HNRNPH3 HS3ST3A1 IER3 IFIH1 IFNAR2 IGF2BP1 IPO4 IRGM ITGB1 KATNBL1 KCNN4 KHDC4 KLHDC8A KRI1 LHX2 LIN9 LRRC59 LSM7 MAFF MBD2 MDFIC MDM1 ME1 MEMO1 METAP1 MKKS MMP14 MOB4 MORC3 MRTO4 MSN MT3 MTMR7 NAA35 NAA38 NAE1 NCBP1 NDEL1 NIBAN1 NIPSNAP3A NME6 NOTCH3 NR3C1 OAS2 OCSTAMP OPN3 OSTC PCDHAC1 PDCL3 PDE6D PDZK1IP1 PELI1 PGAP4 PHOX2B PIK3CG PLSCR1 PMM2 POFUT2 POLR2C POP7 PPP1R15A PPP1R37 PSMD6 PTGES RAB10 RAI14 RALGDS RANBP3 RAP2A RASA2 RCAN2 REXO4 RGL1 RND3 RNF6 RPP40 RRN3 SAMSN1 SEC13 SERPINB11 SHC1 SLC28A2 SLC31A1 SLC35G6 SLC41A2 SLFN12L SLURP1 SNX10 SPATA5 STRN3 TAF1C THOC1 THRSP TJAP1 TMEFF1 TMEM47 TNFRSF1B TOP1 TP53RK TRA2B TRMT112 TRPC4AP TSC22D1 TSPAN33 TTC1 TXNL1 UBAC2 UBE2O UBXN8 UCN USO1 USP10 USP47 VAMP2 VDAC3 VSX1 WBP2 WDR36 WDR43 YARS1 YRDC ZDHHC5 ZNF436 GSE17721_CTRL_VS_GARDIQUIMOD_6H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_GARDIQUIMOD_6H_BMDC_UP AAGAB ABHD15 ACO1 ACOT13 ACTR6 AKR7A2 ANKH ANKRD10 ARHGAP45 ARRB1 ATG12 BAIAP2 BRCC3 C1D C1orf54 CATSPERG CCNB2 CDC25B CDCA7L CDH23 CDK2 CENPA CENPE CHCHD6 CLYBL CNOT6L COA6 COPZ2 CPPED1 CPT1A CRADD CUEDC2 CXCR5 DAP DCAF11 DCAF12 DDIT3 DDIT4 DIP2B DIPK1B DOK3 DUSP7 DYNLT1 ECH1 ERLIN1 EVI5 F7 FABP7 FAM117A FAM32A FAM98C FBXL12 FLCN FRAT1 FRMD4B FUOM GALK2 GALT GDI2 GLO1 GMPR GOLM1 GPX4 GUCA1A HABP4 HADH HAND1 HAUS3 HAUS8 HDAC6 HLA-DMA HMBS HMGB2 HMGCL HMGCS1 HNRNPUL1 HPCAL1 ICAM4 IER5L IPPK IQGAP3 IQSEC1 IRAG2 ITM2C IVD KCNK2 KIAA1143 KLRK1 LDLRAP1 LEPROT LIMK1 LMNB2 LPGAT1 LSP1 LYSMD2 LYSMD3 LYST MAD1L1 MANBA MARVELD2 MBP MCM7 MDH1 MFSD6 MGST2 MMP19 MRC1 MRPL28 MRPL44 MRPL47 MRPL49 MRPS24 MSL3 MYL12B MYOZ1 NAXE NCKIPSD NCOA1 NCOR1 NDST1 NDUFA10 NDUFV3 NR1D2 NUDT7 NUF2 NUP35 OCEL1 OR2S2 OR6A2 ORMDL2 PADI1 PALM PALS2 PARP3 PBX2 PGD PLA2G15 PLPP2 PNPLA7 PNPO POLA1 PPP1CC PPP3CA PTPN6 PTPRO RASAL3 RASSF5 RBM42 RBM47 RFC1 RGL2 RGS19 RPL30 RPS3 RPS8 RXRB SCEL SESN1 SGSH SH3BP5L SIPA1 SKIC8 SLC25A35 SLC25A39 SLC46A1 SNX1 SNX15 SPATS2 SRRM1 STK10 SUPT5H SYF2 SYNPO TAF9 TEC TECPR1 TM9SF1 TMEM179B TMEM216 TMEM43 TMUB2 TP53 TPRA1 TRIM25 TSPAN14 TTC4 TTYH2 TUBB2B TXNDC5 UFSP2 USP11 WASF2 XIST XPC XPR1 YWHAH ZNF106 ZNF124 ZNF277 ZNF703 GSE17721_CTRL_VS_GARDIQUIMOD_8H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_GARDIQUIMOD_8H_BMDC_DN ABR ADAP2 AKNA AP3B2 ARF4 ARTN ASF1A ATP10A ATP6V0B ATXN7L1 AVP BCKDHB BCL2L1 BIRC3 BLOC1S4 BLZF1 BRD3 BRWD1 BRWD3 BSPRY BST2 C19orf12 CAB39L CAP2 CCL5 CCNL1 CD14 CD83 CDC42EP5 CDON CEP350 CHMP2A CLCF1 CLDN7 CLN5 CNOT7 COL5A1 CRLF3 CRYBG3 CSDE1 CSF3R CTTN CYFIP2 CYP2B6 DDHD1 DDX3Y DENR DIAPH2 DIDO1 DNAJC1 DNAJC21 DTNB DTX2 EMC2 EPHB6 ERO1A ESD EVA1C F11R FBXO33 FBXW11 FCGR2B FGL2 FNBP4 FRMD6 FSCN3 GAPDHS GATAD2B GBP4 GDI1 GINM1 GLRX GNB3 GRB2 GRINA GRK2 GSR GUCD1 HAT1 HDAC1 HK2 HMOX1 HOOK2 HSPA1B IFIT2 IFNA1 IGF2BP1 IGSF6 IGSF8 IL17RA ITGB1BP2 JAK2 JARID2 KCNE1 KLHL25 KYAT3 LAT LCT LIF LRP8 LRRC59 MAFG MAL MAP3K6 MAPKAPK2 MED9 METAP1 MGAT5 MID1 MITD1 MITF MTHFD2 MX2 MYO1E MYOG NDRG2 NFKB1 NFKBIA NKG7 NKX3-2 NPAS2 OAF OSGIN2 PADI3 PCSK5 PDLIM4 PEX13 PIK3AP1 PIK3CG PITX3 PLAAT3 PLCG1 PLEKHA3 PLEKHF2 PLXNB3 POFUT2 POGLUT1 POLR2C PON3 POP7 POU2F2 PPP1R15B PPP2R5A PRKRIP1 PROCR PRRC1 PRRT1 PSMB9 PSME3 PTPRJ RAD23A RANBP2 RILPL1 RND3 RNF149 RNF19A RNF2 RNF34 RPS6KA2 RRM2B RUSC2 SAMSN1 SCLY SEC14L4 SFN SGCB SLC30A2 SLC33A1 SLFN13 SMC5 SNRNP48 SNTG2 SQOR SRXN1 STARD3 SYNE2 SYPL2 TACR2 TBC1D1 TBC1D13 TBK1 TDRD7 TESK1 TMEM183A TMEM243 TRAF5 TSPAN33 TSSK3 TTC39C UBAC2 WASHC4 WDR43 YAE1 YWHAZ ZBTB7A ZDHHC20 ZFAND3 ZNF276 ZNFX1 ZNG1B GSE17721_CTRL_VS_GARDIQUIMOD_8H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_GARDIQUIMOD_8H_BMDC_UP ABTB1 ACADS ACO2 ACOT8 ADK AKR1B10 AKR7A2 ALDH1L1 ALDH3A2 ALOX15B AMACR ANKRD28 ANLN ASGR2 ATP5IF1 ATP5PF BLOC1S5 BPGM BPHL BRCC3 BRD8 BSG BTBD1 C12orf4 C1QBP C2CD2L CCDC28A CCNA2 CCNB2 CCNE1 CD48 CDC25B CDH1 CDK16 CDK2 CENPH CENPQ CEP19 CHCHD7 CHMP3 CIITA CLEC6A CMYA5 CPT1A CROT CYP51A1 DAP DDT DHCR24 DHX16 DHX36 DOK3 DPCD DUSP19 EBP ELF3 ELMO2 ENC1 EPRS1 EPS15 ERLIN1 FAM167B FAM193B FAM50A FAM91A1 FAU FBF1 FRRS1 FUCA2 GADD45G GALC GLCCI1 GNE GSTZ1 H2AX HAUS8 HDAC5 HEBP1 HNRNPA2B1 HTATIP2 IKZF2 IMP3 IQSEC1 KCNN4 KIAA1143 KIF20A KLHL22 KLHL9 LANCL1 LCLAT1 LDLRAP1 LGALS4 LRRC1 MAP2K6 MAP4K4 MBP MCOLN1 METTL18 MINDY1 MKNK2 MRC1 MRPL11 MRPL19 MRPL23 MRPL42 MRPL48 MRPL49 MRPS15 MRPS24 MRPS26 MTARC2 MTCH2 N4BP2L1 NAT9 NAXE NDST1 NDUFA4 NDUFV3 NFAM1 NIT1 NQO2 NSMF NUP35 OCSTAMP OGFOD2 OPN3 P2RX4 PARK7 PARP16 PCNA PCYOX1 PES1 PHETA2 PLSCR3 PNKD PNRC1 POGLUT2 POLD4 PPP1R14B PPP1R17 PRDX3 PRKCD PRXL2A PSAPL1 PTS PYGB QRSL1 QTRT1 RAD51 RAP1A RASSF5 RDH14 RETREG1 RFC1 RGL2 RP9 RPS26 RPS6KB2 RPS8 SAP30BP SAR1B SH3BGRL3 SLC25A13 SLC39A11 SLC46A3 SLC7A7 SMARCD2 SMC3 SMPD2 SNX14 SOCS6 SPRY2 SPTBN1 SRR STARD4 TADA1 TAF9 TALDO1 TEC TECR TF TGFBI TM9SF2 TNFRSF21 TOPBP1 TRIM41 TSPAN13 TSPAN14 UBXN1 UFSP2 WBP11 WDR45 YPEL1 ZBTB11-AS1 ZBTB14 ZFAND2A ZFYVE19 ZMPSTE24 ZNF524 ZNRD2 GSE17721_CTRL_VS_LPS_0.5H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_LPS_0.5H_BMDC_DN ASAH2 EIPR1 LRP1B LRRC42 LRRC59 LTBP2 LTC4S LY6H LY96 MAN2B2 MAP2K3 MAP3K8 MAP4K2 MARCKSL1 MARK4 MBD6 MBP METRNL MGAT4C MID2 MLLT3 MMP1 MMP17 MMP23B MOGAT2 MOGS MOS MPV17 MRM1 MRPL1 MRPL12 MRTFB MTAP MTHFS MUTYH MXD4 MYB MYCT1 MYL9 MYO6 MYOZ2 NDUFB11 NDUFB2 NDUFB7 NELL2 NEUROG3 NFATC1 NHERF2 NKAPL NOP2 NPPC NRARP NSMF NUCB2 NUDT7 NUDT9 NUP37 ODF3 OLFML3 ONECUT3 OR5P3 OSBPL6 OSR2 OTP PARVB PCTP PDPK1 PDZRN3 PHKG2 PHLDA1 PI4K2A PLA2G6 PLAGL1 PLEKHB1 PLEKHO1 PLPBP POLR2F POLR2K PPM1D PPP2R3A PRKCQ PRRC1 PSMD4 PSMG4 PTPN2 PTPRE PTPRG PTPRM PURB R3HCC1 RAD51B RAG1 RBM26 RBMX2 RBP2 RCC1 RDH16 REEP6 RFXANK RGS4 RIN1 RPF2 RPL39 RPLP0 RPLP2 RPS6KB1 S100G SART1 SATB2 SCGN SCML4 SCN11A SCN4A SEZ6L SFTPC SH3D19 SH3YL1 SHARPIN SHBG SIAH1 SIGIRR SIX4 SLC16A2 SLC17A3 SLC25A20 SLC25A53 SLC27A1 SLC4A1 SLC9B2 SMAD1 SMAGP SMR3A SMYD5 SNRNP70 SOX5 SPIRE2 SPOCK2 SPRY2 SRPK1 SRRT STK32B STRADA SUN1 SYNE1 SYNGR2 SYTL2 TBC1D20 TBCC TBX19 TBX6 TC2N TCTE1 TECTB TFAP2B THAP7 TIMP1 TJP2 TKTL1 TLL1 TLL2 TMED3 TMEM115 TMEM39A TMEM50B TMPRSS11D TNFRSF14 TNFSF13B TNIP2 TNS2 TP53RK TPI1 TRAP1 TRMT1 TRMT10B TRPS1 TSNAXIP1 TSPAN33 TSPY1 TTK TTLL1 TTN TWIST2 TXNDC9 UBL5 UNC119B UROS VASN VPS18 VTI1A WDR54 WDR83OS WFDC1 ZC3H12A ZC3H12C ZFP1 ZFP36 ZNF276 ZNF821 ZSCAN21 ZYX GSE17721_CTRL_VS_LPS_0.5H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_LPS_0.5H_BMDC_UP ABCB7 ABHD6 ACOT8 ACVR1 ADD1 AFM AGR3 AIM2 ALDH1B1 ALS2 AMHR2 AMMECR1L ANKRD46 ANLN ANTXR2 AP4M1 APLNR APPL2 AQP9 ARF4 ARHGAP12 ARHGAP18 ASCC2 ATF5 ATL2 ATN1 ATP11B B4GALT1 BANF1 BCAP31 BIRC5 BLM BLTP2 BNIP2 BOD1L1 C1orf43 C21orf91 CABP5 CACNA2D3 CAMK2G CD248 CDC25A CDK16 CDO1 CELF2 CENPB CENPC CENPF CENPH CEP85 CH25H CHRNB2 CKMT2 CLUAP1 CMPK2 CNTN2 CNTN6 COA3 CORIN COX6B2 COX7A2L CPEB2 CRMP1 CSF2RB CTLA4 CUL4A CXorf38 CYP3A43 CYP4A11 CYP4F3 CYSTM1 DAPP1 DDX47 DERL1 DIP2B DIS3 DLX3 DOK1 DPP3 DPYS DSTYK DUSP12 DUSP9 EEIG1 EFHD2 ELF1 EMC9 EMP3 EPGN EPHA1 ERC1 ERCC8 EREG ESAM ETV3 EYA2 F13B F5 FAM20B FAM227B FANCI FASTKD5 FBXO38 FCGR1A FLOT2 FUCA2 GABBR1 GABPA GALK2 GALNT6 GHITM GHRL GML GNA14 GNAQ GOLGA5 GPR34 GPR50 GRAMD2B GRB7 GRSF1 HAT1 HCN1 HDAC2 HECTD1 HES6 HNRNPK HSD17B10 HSD3B2 HSPB8 HTRA3 ICE2 IFNA1 IFNGR1 IFT122 IFT88 IL12RB2 ILRUN IMMP2L IPP ISG15 JAK1 JAM2 JPT1 KCNJ15 KCNJ2 KDELR1 KIF13A KIF1A KIF20A KIF3B KIT KPNA6 KRT13 KRT32 L2HGDH LAIR1 LAMA2 LAMC2 LAMTOR5 LAP3 LBR LIMK2 LUC7L3 LY6G6C MAGOHB MAL MAN2C1 MARK2 MAX MCAM MCM3 MCM5 MFN2 MFSD5 MGLL MLXIP MOB4 MPDZ MPP1 MR1 MRFAP1L1 MRPL42 MS4A6A MSRB2 MTF1 MTF2 MYO1B NAB1 NAPB NSG1 PLAAT1 RETREG3 RMC1 SLC25A51 SMIM3 TLNRD1 TMEM242 TPGS1 VPS50 GSE17721_CTRL_VS_LPS_12H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_LPS_12H_BMDC_DN AATF AGFG1 ARID3B ARID5B ASB3 ASB6 ATP6V1E1 ATXN7L1 BIRC3 BLOC1S4 C11orf68 C19orf12 C1QL3 C1orf52 C9orf72 CAB39L CACYBP CBLN1 CCDC71L CCDC96 CCL5 CD14 CD200 CD47 CD82 CDH11 CHDH CHIC2 CHST7 CITED2 CNP COL22A1 CPD CPEB1 CRYM DDIT3 DNAJB11 DNER DTNB DUSP26 ECE2 EGFR EHBP1L1 EIF2S1 EIF3D ESD EVA1A EXTL1 FAM184B FKBP1A G3BP2 GBP2 GDE1 GFRA4 GJA4 GOLIM4 GOLT1B GPN2 GRIK2 GRINA GRK2 GSC GSR GTF2E2 GTF2IRD2 HDAC1 HOOK2 HSD3B2 HSP90AA1 HSPB8 HTRA2 IER5 IFITM10 IFNAR2 IFT81 IGBP1 IL15RA IL23A ILF3 ITGA2B JARID2 KARS1 KIF21B KLF5 KLK6 KREMEN1 M1AP MACROH2A1 ME1 MED21 METAP1 MITD1 MMP14 MMP2 MOB4 MPP3 MST1R MTMR14 MYORG N4BP1 NAMPT NECTIN2 NINJ1 NOLC1 NOP58 NR0B2 NR5A2 NRBF2 OAS2 OLR1 PARD3B PARG PCNX1 PDLIM4 PEF1 PENK PFDN2 PHC2 PHLDB1 PKP4 PLA2G2A PLAC8 PLEKHF2 PLK2 PMPCB PMVK POLE4 POU2F2 PPP2R2D PRPF38A PSENEN PSMB9 PSMC4 PSORS1C2 PTGR3 PWP2 RAD23A RANBP1 RBM19 RBM43 RBM8A REPS1 RHOG RNF114 RNF126 RPE RPS6KA2 SAMSN1 SCRG1 SCX SEC24D SENP6 SERPINB7 SERPINE1 SERTAD1 SFTPA1 SHOX2 SIRT2 SLAMF1 SLAMF6 SLC25A38 SLC26A8 SLC27A1 SLC28A2 SLC6A4 SLFN13 SLIRP SNX10 SOCS1 SOX12 SP110 SPP1 SPTLC2 SQSTM1 STRA8 SYNPO2 TAP1 TBC1D13 TBK1 TCF21 TIMP1 TMA16 TMEM243 TMEM30A TNFRSF1B TOR3A TPR TSC22D1 TSR1 TTC1 TUBA1B UBE2S UTP11 VSX1 XRN2 ZDHHC6 ZNF18 ZNF189 ZNG1B GSE17721_CTRL_VS_LPS_12H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_LPS_12H_BMDC_UP ABCB8 ABCC3 ABCD1 ABCG2 ACAT1 ADAM11 ADAM15 AGL ALDOA ANKRD54 AP5M1 ARAF ASGR2 ATF6 ATG12 ATG2B ATP5F1A ATP5F1B ATP5IF1 ATP5MC3 ATP6V0D1 ATRAID B3GNT8 BCL2L11 BCL2L13 BDH1 BPHL BTK C6orf136 CACNA1F CAVIN1 CCNB2 CCNI CD300LD CD48 CDK1 CENPT CENPV CEP19 CHMP1A CKAP2 CMIP CMYA5 COA6 CREBRF CROT CS CSRP2 CTSA CX3CR1 CXCR4 CYP2C19 D2HGDH DGAT1 DSTYK EEF1B2 EEPD1 EHHADH ELOVL5 ELP3 ENC1 ERBIN F8A1 FAM162A FAM53A FAM81A FBL FKBP11 FRAT2 FUOM G6PC1 GAST GIGYF1 GLIPR1 GMPR GNA12 GNPDA1 GON4L GPR137B GPX4 GUCA1A GUSB H2AX HAUS4 HAUS8 HCFC1 HCFC1R1 HGSNAT HMGCL HPF1 HPRT1 IFI30 IL6ST IL7 IRAG2 KCNE5 KCNK13 KIAA0930 KIAA1143 KIF13A KIF1C KLHL9 KMT2E LARGE1 LEPROT LRRIQ4 MBNL3 MDM1 MED22 MGAT2 MGST2 MMP19 MRAS MRC1 MRPL42 NABP2 NANS NDUFA2 NDUFS5 NEPRO NEU1 NFAM1 NFATC1 NUDT4 OSBP OSBPL2 PARD6A PBK PCID2 PCNA PHPT1 PIK3C2A PLD1 PLXNB2 PPP3CA PRELID1 PROM1 PTPRS RANBP10 RAP1A RBM5 RGS10 RHBDD3 RHOT2 RNF149 RPL13 RPL35 RPL6 RPS3 RPS8 RXRB S100A1 SEC61B SELENON SENP3 SIK1 SLC25A45 SLC26A6 SLC50A1 SLF1 SMARCD2 SPC25 SPN SRF SSBP2 STARD4 SWSAP1 TALDO1 TBL2 TEC TESK2 TFCP2 TFEB TFEC TGFBR1 TIA1 TMEM131L TMEM147 TMEM50B TOMM20 TPRA1 TRIM11 TRIM32 TRIP11 TTYH2 TXN2 UCP2 UGGT1 UHMK1 UQCRHL VDAC1 VPS35 WNT5A XPA XPC XPR1 ZFYVE21 ZNF280D ZNF318 GSE17721_CTRL_VS_LPS_1H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_LPS_1H_BMDC_DN ABHD1 ACAD9 ADGRG1 AKR1A1 ALDOAP2 AQP4 ARHGAP21 ARID5B ASB13 ASB16 ATF3 ATF7 B3GAT1 B3GNT2 B3GNTL1 BHLHE41 BLMH BRWD3 BTG3 C9orf72 CALB1 CBR1 CCDC71L CCL13 CCN1 CCNG1 CCNL1 CCR1 CCR6 CDKN1A CEMIP CFLAR CHIC2 CHORDC1 CITED2 CLCN1 CLEC4E CLVS1 COL12A1 CPLX3 CPSF4L CR2 CWH43 CYP26A1 DDX10 DDX6 DLD DNAJB4 DNAJB9 DNASE2B DPM1 DRD2 DSCAM DUSP2 EBI3 EDNRA EEF1B2 EFNB2 EHD1 ENO3 EPHA3 EREG ERRFI1 F2RL3 FAM241B FAM81A FBLN5 FLNB FLT3LG FLYWCH2 FMO4 FOS FPR1 FSTL1 FTSJ1 GABPB1 GALK2 GDF2 GJB1 GSTM1 HCN2 HCRT HILPDA HPS4 HSPA5 ICAM1 ICAM4 ID2 IER2 IER3 IFNB1 IGSF6 IL23A INHBA IRS2 JUN KCNJ9 KIF13A KIF17 KRTAP13-2 LLGL2 LUZP1 MAFF MAP3K8 MEFV MEOX1 MICAL2 MITD1 MRC2 MRPL45 MRPL51 MST1R MTMR10 MTPN MYBPH NABP1 NDUFAB1 NFE2L2 NINJ2 NKD1 NOC2L NR4A1 NRBF2 OASL OSBPL1A OSR1 PA2G4 PAK1IP1 PBDC1 PCDHB5 PCSK4 PDCD1LG2 PDPK1 PGF PHOX2A PIBF1 PIMREG PIP4K2A PIWIL1 PLSCR1 PPP1R15A PPP1R2P1 PRMT3 PROCR PROM2 PTGER4 PTN PTX3 PUM3 RABEPK RAG1 RAI14 RANBP10 RDH14 RIN2 RIPK2 RIPK4 RND3 RWDD4 SAA4 SBF2 SEMA4F SERPINB2 SERPING1 SH3BGRL SIX1 SLC4A5 SOWAHC SPECC1 SPICE1 SYCP3 TAGLN TGM2 THOC1 THOC7 TIPARP TJP2 TM4SF4 TMEM33 TNFAIP2 TNP1 TOR2A TPST1 TRPC7 TSC22D1 TXK UBL7 UFSP2 UPB1 USH1C USP3 VDAC3 WNT10B XPNPEP2 ZC3H12A ZC3H12C ZFP36 ZNF131 ZNRF1 GSE17721_CTRL_VS_LPS_1H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_LPS_1H_BMDC_UP ABHD17A ADAM15 AGR3 AIRN ALDH18A1 ALG2 ANGEL2 ANLN AP2S1 ARMC10 ARPC1A ASF1B ATAD2B ATG12 ATP2C1 B3GNT8 BABAM1 BAK1 BAZ1B BCAS3 BMS1 BRDT C22orf39 CACNG6 CAPN2 CAPZA2 CCNE1 CDC37L1 CDK2AP2 CGGBP1 CLNS1A CNOT6 COL6A3 CREBZF CRK CRLF3 CSNK1D CYBC1 CYP4A22 CYP51A1 DCTN2 DDX3Y DENND2B EIF4A1 EIF4B EMC3 ENKD1 EQTN ERAP1 ERG28 ETFBKMT EYA1 FANCE FASTKD5 FBXO9 FCER2 FDFT1 FGF22 GADD45G GALT GCC1 GIGYF1 GLB1L GNAI3 GRM1 GSPT2 H3C4 HADH HASPIN HAUS5 HES5 HIP1R HNRNPDL HNRNPLL ING2 IQGAP1 IRAK4 IRX5 ITGB1 KARS1 KCNA6 KCTD11 KLF10 KRTAP21-1 LAMTOR1 LIMK2 MAGED1 MAN1A2 MAN2B2 MAPK10 MED17 MFNG MIF4GD MLF1 MORF4L1 MPHOSPH9 MRPL49 MTF1 MYBL2 MYLIP N4BP3 NAA30 NAPG NAT9 NDUFS2 NECAP2 NHEJ1 NKAIN1 NOP53 NR2F6 NUDCD3 OGFOD2 OSBPL11 OSBPL2 OXR1 OXSR1 P2RX3 P2RX4 PAQR7 PAXIP1 PCBP2 PDGFC PFKP PIP5K1C PLEKHN1 PLEKHO2 PLEKHS1 PNLIPRP1 POLR2B POMGNT1 PPIL4 PPP3CA PPP4R3A PSRC1 PTGER2 PTMS PTP4A2 RAB4B RABGAP1 RAD23B RAP2A RBBP4 REPIN1 RETREG2 RNF214 RPLP1 RPS6KB2 SC5D SCMH1 SCX SDHAF1 SENP3 SEPTIN4 SIK1 SIMC1 SIRT3 SLC18A1 SLF2 SLTM SMAD5 SOX4 SPRTN SPSB3 SRI STMN1 SUMO3 SYNE4 TADA1 TAMALIN TBRG4 TESK2 THRSP TM6SF1 TMBIM6 TMEM140 TMEM183A TMEM186 TOMM40L TPX2 TRAF2 TRAPPC14 TUT1 TXNIP UBN1 UNC5C VKORC1 VPS37A VPS9D1 WNT7B YKT6 ZBTB45 ZC3H14 ZC3H7A ZFP90 ZMIZ2 ZNF319 ZNF436 ZNF623 ZNF688 ZNF841 GSE17721_CTRL_VS_LPS_24H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_LPS_24H_BMDC_DN ABCE1 ABCF1 ADGRG1 AGFG1 ALPK2 AMZ2 ANGEL1 ARCN1 ARHGDIB ATOSB ATP6V0B ATXN7L1 BCAM BCDIN3D BCKDHB BLCAP C15orf40 C1orf174 C9orf72 CACNA2D3 CACYBP CCL5 CD47 CDK2AP1 CDKN1A CEP164 CHCHD1 CHCHD4 CHORDC1 CHRAC1 CLCF1 CLRN3 CNN3 COL5A1 COX16 COX17 CPD CPT2 CRELD1 CYP1B1 CYP2B6 DDA1 DDX39A DENND4B DNAJC1 DNAJC10 DUSP16 EML6 EPHA1 ERCC3 ETNK1 ETV3 FAM98A FGF4 FKBP1A FST GBE1 GBP7 GNB1 GOLIM4 GORASP1 GPSM1 GRINA GSAP GYPC HAT1 HAX1 HDAC1 HINFP HK1 HTR2B IBTK IER3 IER5 IMPACT INTS14 IRF8 ITGA4 KDR LAT LHB LHX2 LRRC59 LSM14A MAGED2 MAOA MAP3K6 MELTF METAP1 MFSD8 MIGA2 MITD1 MKKS MOCS2 MPDU1 MRPL21 MRPL55 MRPS2 MTAP MTMR14 NDUFA4 NDUFB3 NHERF1 NIT1 NOXO1 NR1H3 NUDT5 NUP88 ODC1 P4HA2 PA2G4 PAM16 PANX1 PDE6D PDSS1 PHF5A PHYHD1 PIGF PIM1 PLEKHA1 PLK2 PLS3 PMPCB PMVK PPP1CB PSMA2 PSMA6 PSMB8 PSMC2 PSME3 PTGR3 PTTG1IP QTRT2 RAB10 RAB23 RAD23A RBM10 RBM8A REXO1 RNF126 RNF144A RPS6KA2 RUVBL2 RWDD4 SCGB3A1 SCNN1B SEMA3C SENP2 SLAMF6 SLC28A2 SLC2A1 SLC41A1 SLC9A8 SLFN13 SMC5 SNRNP27 SNRPD3 SRI SRSF7 ST3GAL5 STAT5A STMP1 STXBP3 SUMO3 TAGLN3 TDRD7 TEN1 TGFBI TINAG TM4SF4 TMEM183A TMEM192 TMEM243 TMEM33 TMEM39A TNRC18 TPBG TPD52L2 TRAF5 TSHZ1 TTC28 TUBA1A TUBA1B TXNDC5 TXNL4A UBE2I UBOX5 UBXN10 UQCC2 UTP11 VAMP8 VPREB3 WDR4 WDR6 WRNIP1 ZDHHC5 ZFPL1 ZMPSTE24 ZNF18 ZSCAN22 GSE17721_CTRL_VS_LPS_24H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_LPS_24H_BMDC_UP ABCB7 ABCG2 ACRBP ADCY7 AIMP1 ANLN ANXA1 ARID1A ARRB1 ASB5 ASCC1 BCL2L11 BCL7C BPHL C1QBP CACFD1 CAPN15 CAPZA1 CAPZA2 CASD1 CASP6 CCNG1 CD177 CD93 CDADC1 CDKN2C CENPF CIDEB CLCN6 CLINT1 CLNK COL4A5 CORO1A CPA3 CPB2 CPT1A CRISPLD1 CTNNA1 CUTA CX3CR1 DAG1 DBH DDX3X DGAT1 DLX2 DMAC1 DOK3 EEPD1 EIF3H EIF3L ELAC1 ELMO2 ELOVL7 EML5 EPS15 ERCC6L FAM111A FAM98C FASN FKBP1B FOXI1 GAK GALK2 GALNT2 GLCCI1 GMPR GNPDA1 GPR146 GPX3 GUSB HABP4 HAUS4 HAUS8 HHEX HLA-DMA HOXA5 HPGDS IFT80 IL18 IMP3 INSR IQGAP3 KHK KIF20A KLF5 KLK6 LCMT1 LGALS8 LIMA1 LIMD2 LPGAT1 LRRTM2 LTBP3 LYSMD2 MACROD1 MAPK3 MARVELD2 MCM3 MCM7 MED22 MEIS3 MFHAS1 MFSD5 MGAT2 MICOS10 MLLT10 MRPL36 MRPS15 MYCL MYO1E MYO5A NCOA1 NECAP1 NEK7 NEPRO NFAM1 NIPAL2 NLGN1 NPR1 NR1D2 NRROS NSMF OTULIN PADI3 PAG1 PALD1 PBX2 PCBP2 PDCD1 PDLIM2 PDXK PEPD PHOX2B PITX1 PLD1 PLXNB2 POLG PPP4R1 PRKAG1 PTPRO PTPRZ1 QDPR RAC1 RAMP1 RANBP10 RASSF3 RETREG2 RGL2 RGL3 RND3 RNF181 RNF7 RP9 RPL30 RPL31 RPL6 RPS6 S100A9 SASH3 SERPINA10 SESN1 SIDT2 SLC12A5 SLC30A5 SLC7A7 SMARCD1 SMC2 SMPD2 SMPDL3A SOCS6 SPECC1 SPG21 SPTLC1 SSBP2 STEAP1 SV2A SVIL SYNPO TCN2 TESK2 TEX12 TFEC TLE2 TNNT1 TOPBP1 TPRN TRIM11 TSPAN5 UBR1 USP27X USP42 VIPAS39 WDR12 WWC2 XPC XPNPEP2 XPR1 ZNF124 ZNF189 GSE17721_CTRL_VS_LPS_2H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_LPS_2H_BMDC_DN ACSL1 ADHFE1 ADORA2B AP4B1 APPBP2 ARG2 ARHGAP17 ARID5B ARTN ATF3 ATRX BCR BDKRB2 BGN BHMT BIRC3 BLCAP BMPR2 BTG3 CACNA1D CADM3 CALB1 CALCR CALCRL CASP4 CAVIN3 CBX4 CCDC120 CCDC134 CCL13 CCNG2 CCR3 CD38 CD40 CDKN1A CDR2 CDV3 CEP164 CHD1 CHGA CHIC2 CLCF1 CLEC4E COL19A1 COL4A2 CRLF3 CRYBG3 CSF1 CXCL6 CYSTM1 DENND2D DHX15 DMTF1 DNAJB12 DSC3 DSPP DTNB EBI3 EDEM1 ELL2 EMID1 ENPP1 EPN3 FASTKD5 FER FGD1 FGF18 FHL1 FLNB FOXF2 FZD5 GALNS GAPDHS GDF5 GLIPR1 GNA13 GNAI1 GRIN2C GSTK1 GYPC GZMB HELZ2 HILPDA HLA-DRA HMGB4 IER2 IFIH1 IL36A INPP1 ITGB3 KBTBD2 KDM5C KLHDC8A KLHL25 KMT5A KRT1 KRT35 LIF LIG3 LMO4 MAP2K4 MAP3K8 MARCHF7 MEF2A MLLT6 MMP1 MMP14 MMP17 MOS MT2A MTDH MTPN MUL1 MXI1 MYO5B NAA38 NEK1 NFKB2 NFKBIA NIBAN1 NR3C1 NUDT9 OLR1 OPA3 P2RY14 PALLD PCM1 PIAS2 PIP5KL1 PLG PLPP3 PLSCR1 PON3 POSTN PPBP PPIF PPP2R2D PRKCH PSORS1C2 PTPN23 PTPRE PTPRZ1 RAB3B RARG RGL1 RIBC1 RNF2 RNF208 ROM1 RRAS2 SAMSN1 SAPCD1 SEMA6C SGTB SLAMF1 SLC15A3 SLC17A1 SLC27A5 SLC38A3 SLC41A1 SMC5 SNX16 SOX14 SPAG4 SPRYD7 SQSTM1 SRA1 ST3GAL1 STAR SUCO SYNPO2 TAF7 TBK1 TIMMDC1 TIMP1 TMCO3 TMCO5A TMEM39A TNFRSF10A TNFRSF8 TSC22D1 TSPAN33 TSPAN9 TTC39C TUBB4A TYW1 TYW5 UBE2O UBE2S UBL7 UGT8 UPP1 VCAM1 VCAN VPREB1 WASHC3 ZIC4 ZNF131 ZNG1B ZRSR2 GSE17721_CTRL_VS_LPS_2H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_LPS_2H_BMDC_UP AAGAB ACADS ADIPOR1 AKR1B10 ANKRD54 ARFGAP2 ARL6IP1 ASF1B ASGR2 ATG12 AURKA BCHE BFAR BRCC3 BST2 C12orf4 C7orf25 CACFD1 CC2D1A CCDC137 CCL11 CCNE1 CD177 CDADC1 CDC42SE1 CDCA7L CDT1 CEACAM21 CLEC6A COA6 COQ9 CPEB1 CPSF2 CPT2 CRCP CYB5R1 DAD1 DDX17 DHX30 DIS3 DMAC1 DOCK1 DPM2 DSTYK ECRG4 EEF1B2 ELF2 ELOF1 ELP3 EPSTI1 ERCC3 ERCC6L ERLIN1 ETNK1 F11 FAF1 FAM193B FAM53A FBXO9 FLOT2 GALT GATAD1 GIT1 GNE GNPAT GP1BB GPR146 GPS1 GPX4 GRB10 GRINA GTF2H4 GUSB HAUS6 HEXB HMGB3 HP HTATIP2 ICE2 IFI30 IHH IMPACT INTS14 IRAK1 KANSL2 KCNK13 KTI12 LIAS LIMD2 LPAR2 LSM3 MAD2L1BP MED20 MED7 MFAP1 MGAT2 MLYCD MOCS2 MOGAT2 MRC1 MRPL44 MRPS15 MSH6 MSL1 MSN MTA1 MX2 NAXE NCKIPSD NDUFS2 NEPRO NMU NSMCE4A NUDT3 P4HA2 PADI3 PAM16 PEX13 PEX2 PGD PHF12 PIGS PLAC8 PLD1 PLEKHA2 PNPLA7 POC5 POLR2B POLR3F PPM1G PPP1R17 PRMT3 PSMC3IP PTDSS1 PTP4A2 PWP2 QSER1 RAB40C RBM10 RGL2 RHOG RNF187 RPL41 RPL6 RPS14 SASH3 SCAF8 SDHAF1 SDHAF2 SEC16A SEPTIN8 SETD4 SKI SKP1 SLAMF9 SLC25A45 SLC26A2 SLC30A5 SLC39A13 SLC44A4 SLC9A1 SMC3 SMIM8 SNX2 STEAP1 STK38 SWSAP1 TADA1 TAF10 TAF1C TAX1BP3 TFEB TGFB3 TIMELESS TMEM147 TMEM14C TMEM183A TMEM186 TMUB2 TOPBP1 TPK1 TPRA1 TPRKB TRIM34 TSPAN14 TSTD1 TTI1 UBP1 UBR7 UNK UQCC2 URI1 VDR VPREB3 XPR1 ZBP1 ZBTB25 ZIM3 ZNF106 ZNF703 GSE17721_CTRL_VS_LPS_4H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_LPS_4H_BMDC_DN ACTL6B ACTN1 ADCY2 ADCY4 ALDOAP2 APBB2 ARF6 ARHGAP17 ARHGAP35 ARMCX1 ATAD2B ATL3 ATM ATP1B4 ATP6V1E1 BBOX1 BCL2L1 BIRC3 BMPR1A BMX C11orf68 C19orf12 C5orf52 CA8 CARHSP1 CAVIN3 CCDC65 CCNJ CCNL1 CD70 CELSR1 CEP112 CES1 CHD1 CHRNA5 CLEC5A CMTR1 COL5A1 CRYBA1 CSDE1 CTTNBP2NL DACH1 DHX58 DPP6 DTX2 DUOXA1 DUSP16 DYNC1I1 E2F8 EBI3 EEF1E1 EGFR ELAVL4 ELL2 ELOC EPHB2 EPX ESR1 FAAH FABP9 FAM107B FAM241B FCER1A FMO1 FOXP1 FRMD6 FZD9 GABARAPL2 GAPDHS GBP2 GC GCA GINM1 GOSR1 GPR87 GRHL2 GYPC H3C7 HAND1 HBG2 HIF1A HINFP HK2 HNF1B HOXA4 HOXC13 HRH3 HTRA2 ICOS IER3 IFT172 IL10RB IL18 IL23A IQGAP1 IRGM ITGB1BP2 JARID2 KCNH7 KDR KEAP1 KLK6 LHB LMO4 LYPD8 LZTFL1 M1AP MACROD2 MED28 MEP1B METAP1 MMP14 MYF5 MYH1 MYT1L NAMPT NECTIN2 NFATC2IP NFKB1 NKD2 NOS2 NPR2 NR4A1 NRAP NRROS NUDT9 OLR1 ORM1 PARP14 PDSS1 PI4K2A PLCL2 PLEKHA3 PLEKHA5 PLEKHF2 PLXNB3 PROCR PSD PSMA4 PTPRA RAB32 RAB33B RAG1 RALGDS RBFOX3 RBM43 RBM47 RCAN2 RILPL1 RNF114 RNF19A RNFT1 RRAS2 RS1 SAPCD1 SCX SEMA4G SERPINB9 SERPINE1 SIAH1 SLAMF9 SLC28A2 SLC39A8 SLC40A1 SLC44A1 SLC6A13 SMAGP SOCS1 SOWAHC SPDEF SQSTM1 STAT5A STAU1 STXBP1 STXBP3 SYAP1 TCF4 TIMP1 TJAP1 TMEM9 TPR TRA2B TRAF5 TRAT1 TRIM26 TRMT112 TSPAN15 UBE2E1 USHBP1 USP15 USP17L2 UTP3 VCL VGLL1 WASF3 WNT3A ZC3H11A ZFP62 ZNF689 ZRSR2 GSE17721_CTRL_VS_LPS_4H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_LPS_4H_BMDC_UP AATF ABCD2 ACOT13 ADNP ADRB2 AIRN AKR7A2 ALDOA ALKBH4 ANKH ANP32B AP1AR AP5M1 ARCN1 ARMC7 ATG10 ATP5F1A ATP5MG BDH1 BRAT1 BRCC3 BSN C19orf53 C1QBP C6orf136 CANX CAPN15 CCR2 CDIP1 CENPF CENPV CLEC6A CPPED1 CPT1A CPT2 CRADD CRCP CRK CTR9 CYBC1 DIDO1 DIP2B DIS3 DLG1 DMAC1 DNAJC9 DNM1L DPH2 DTNBP1 EEPD1 ELOF1 ELOVL5 ELOVL6 ELP2 EMC6 EVI5 FAM193B FAM50A FASTKD1 FBXO8 FBXO9 GCDH GEMIN6 GPR146 H2AX HCFC1 HELZ HEPACAM2 HEXIM1 HIP1 HM13 HMBS HNRNPUL2 HTATIP2 IDH3A IDUA IFI30 IL6R IL6ST INPP5E IPPK IRAK1BP1 ITGB2 KCMF1 KL KLF16 KLHL22 LCLAT1 LDLRAP1 LIMK1 LMNB2 LSM1 MAPK3 MCM7 MDH2 MED30 MGAT2 MGAT5 MIDN MOCS2 MPDU1 MPHOSPH9 MRPL11 MRPL2 MRPL36 MTAP MTFMT MYO9B NAXE NCOR2 NDUFA10 NDUFA4 NDUFA7 NDUFS5 NEU1 NGRN NINJ1 NLK NR1D2 NR5A1 NSF NUDCD3 OPN3 ORC5 OSBPL2 P2RX4 PABPN1 PAG1 PALD1 PARD6A PARP16 PCYOX1 PGRMC2 PHAX PIK3CG PLEKHG2 PNO1 PPP1R18 PRKCD PTP4A2 PTPRO RAB31 RAC1 RALBP1 RARS2 RASSF5 RBBP4 REV3L RFC1 RGS19 RNASE4 RNF38 RNH1 RPA2 RPL6 RPS26 RPS3 RPS6KB2 RTN4 SCP2 SEC16A SEC24D SELENBP1 SETDB1 SGSM3 SKP1 SLC16A3 SLC25A39 SLC26A6 SLC30A5 SMARCAD1 SPG21 SRRD SRSF9 SSBP2 STARD3NL STRBP SUPT16H SYNPO SYT1 TBL2 TESK2 TGFBI TIAM1 TIMM10B TLN1 TMED9 TMEM14C TMEM175 TMEM203 TMEM30A TOPBP1 UFSP2 UGGT1 VAC14 WASHC2A WBP11 XBP1 ZC3H14 ZMIZ2 GSE17721_CTRL_VS_LPS_6H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_LPS_6H_BMDC_DN ACADSB ACVR1 ADAMTSL5 AGTRAP AHR ARCN1 ARF4 ARTN ASPN ASPRV1 ATP6V1E1 BNIP2 BPIFA2 C11orf71 C5orf15 CAB39L CACNA1F CACNG6 CACYBP CALCR CCL1 CCL2 CCNE1 CD14 CD44 CDH15 CENPT CHD1 CLCF1 CMTM6 CNN3 CNTFR COL11A1 CST11 CST3 CWC15 CX3CL1 CXCL6 CYP2J2 CYSTM1 DAB2 DACH1 DDHD1 DENR DHPS DHX58 DOK5 EIF4G1 EPGN ETNK1 F11R FBXW11 FGL2 FKBP11 FKBP1A FSCN1 FURIN GCA GINM1 GOSR1 GTPBP2 HARS1 HGD HINFP HK2 HNRNPH3 HOMER1 ICOS IER3 IFT172 IGF2BP1 IL18 ILF3 KAT2B KATNA1 KATNBL1 KCNA4 KCTD11 KERA KLRK1 KMT5A KREMEN1 KSR1 LAMB3 LIG3 LLGL2 LMAN1L LNX1 LRRC58 LYN LYVE1 MACROH2A1 MAD2L2 MAGED2 MAP3K8 MAPKAPK5 MBD2 MECR MMP14 MMP2 MPP1 MSN MTF2 MZF1 NANOG NDEL1 NHERF1 NHP2 NKG7 NMD3 NPPA NRROS NUB1 NUDT9 NUP58 PACC1 PACRG PALLD PARG PCDH18 PDE1A PDE4B PDSS1 PHC2 PHF13 PIWIL1 PLAC9 PLEKHF2 PLSCR1 POFUT2 POLB POLR2C PPIE PPIF PRPF38A PRPF38B PSMA4 PSMA6 PTGES PTPN11 PTPN23 PTPRJ RANBP1 RASA2 RBM19 RBM7 REM2 REPS1 RND3 RNF214 RRP36 RTCA RUSC2 SAPCD1 SEMA4G SERPINA3 SFRP1 SIT1 SLC26A7 SLC31A1 SLC39A8 SLC5A11 SLC6A13 SLC6A4 SLC8A2 SLCO1A2 SLFN12L SLPI SNCG SNX16 SPRR2F SPTB STXBP1 TAB2 TANC1 TBK1 TCF20 TCP10L TGFA TIMP1 TMEM121B TMEM39A TMEM79 TP53RK TRIM26 TRPM6 TSPAN33 TSPAN5 TTC39B UBA1 UBE2D1 UPF2 USP25 VRK2 WFS1 ZFPL1 ZFPM2 ZNG1B ZNRF1 GSE17721_CTRL_VS_LPS_6H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_LPS_6H_BMDC_UP ADRB2 AKR1C3 ALDH3A2 ALKBH4 ANKRD10 APLF APOC2 ARMC7 ARRB1 ATG3 BICD2 BNIP3L BSN CAPN15 CCNI CD48 CDC23 CDKAL1 CDKN2C CEACAM21 CEP20 CETN2 CLNS1A CMIP CNOT9 COA7 CRADD CTNNBL1 CTR9 CUEDC2 CUTA DDT DEPDC7 DGCR6 DIPK1B DLG1 DNAJC9 DNMT3B DTNBP1 EARS2 EEPD1 ELOVL5 EPRS1 EPS15 ERG28 FABP7 FAF1 FAM98A FBF1 FBXL12 FBXO25 FKBP7 FLNA FLT3LG GAB3 GADD45G GCLM GNAI3 GPX3 GRIPAP1 GRN GSDME HACL1 HAND1 HAUS3 HHEX HMOX1 HNRNPUL1 HPGDS IFI30 ING2 ITM2C IVD KAT7 KLHDC4 KPTN LAMA3 LAMTOR4 LANCL1 LDLRAP1 LENEP MAGED1 MAP3K3 MAPK3 MATR3 MDP1 MEPCE METTL18 METTL8 MGST2 MKNK2 MLLT10 MPDU1 MPV17 MRM1 MRPL36 MRPL4 MRPL42 MRPS26 NAA40 NAA60 NAB1 NABP2 NAF1 NAGK NCBP1 NCKIPSD NCOR1 NIT1 NME2 NOXO1 NUP35 OLA1 PDCL PDE8A PDXK PELI2 PHAX PHKA2 PLEKHA1 PLEKHG2 PLPP2 PLXNB2 PON3 PRKAB1 PRKAG1 PRKCH PRPS2 QTRT1 R3HCC1 RAB31 RAC1 RAMP1 RASAL3 RASSF3 RBBP4 RBL2 RDH14 REEP1 RERE REV3L RPL19 RPL28 RPS14 RPS3 RPS8 SAE1 SC5D SCP2 SEC24D SEC61B SELENBP1 SELENOP SEMA6B SEZ6L2 SGSH SHKBP1 SKI SLC12A9 SLC39A11 SLC4A8 SMARCD2 SMC3 SNX14 SOCS6 SPC25 SPEG SRP68 SRPK3 STIL SUPT20H TARS2 TEX10 TFB2M TFEC TGFB3 TGFBR1 THOC1 TLN1 TM9SF2 TMED7 TMEM131L TMEM14C TMEM179B TMEM38B TMEM51 TNRC6B TPK1 TPRKB TRIM41 TSPAN14 TXN2 UBE4B UBXN1 UPF3B VAMP7 XPA XPOT ZNF124 ZXDC GSE17721_CTRL_VS_LPS_8H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_LPS_8H_BMDC_DN ABCG8 ADAM21 AGT AMMECR1 ANXA1 ANXA5 AOPEP APBB1IP APOC4 ARF4 ARHGAP35 ARID5B ASB3 ATL3 ATOSB ATXN7L3 B3GALT5 BCL2L1 BIRC3 BLOC1S4 BMPR1A C19orf12 CAPN5 CARD10 CAVIN2 CBLN1 CCDC134 CCER1 CD82 CDH13 CEL CEP350 CHODL CLK3 CMTR1 COA5 COL4A2 CPD CUEDC1 CXCL6 DCAKD DCTN4 DDA1 DDHD1 DDR2 DHX58 DNAJC1 DUSP16 DUSP2 ECE2 EFHD2 ELL2 ELOC EML6 ERCC3 FBXL14 FCAMR FGF4 FKBP1A FURIN G3BP2 GBP4 GJC2 GK GKAP1 GNA13 GRHL2 GTF2B HAPLN2 HDAC1 HINFP HKDC1 HMGN5 HMOX1 HOMER1 HTRA2 IER5 IFNAR2 IL17RE IRF8 ITGA4 ITIH3 ITPR1 JARID2 KAT2B KLHL13 KMT5A KRTAP3-3 LDHC LGALS2 LORICRIN LY6G6D MAP3K5 MAP3K8 MAU2 MC2R MDFIC METTL3 MLLT6 MMP14 MMP2 MOCS2 MPP1 MRPL54 MTDH MYT1 NCOA6 NDEL1 NECTIN2 NFKBIA NR4A1 NR5A1 OAS2 OPN4 PALLD PCDH8 PCM1 PCP4 PDIA5 PDLIM1 PDLIM4 PHF13 PHGR1 PHIP PI4K2A PIP5KL1 PITX1 PKP4 PLEKHF2 PMPCB PMVK POP7 POU2F2 PPP2R1A PPP2R2D PRG4 PRPF38A PSMA4 PSMB9 PSMC2 PTPRE RAB3IP RAI14 REM2 RGL1 RHOA RILPL1 RNF208 RNF214 RNF41 RPE RPP25 RUNX2 S100B SAMSN1 SEMA3C SENP6 SERPINB2 SERPINI1 SERTAD1 SFTPA1 SLC32A1 SLC6A4 SLPI SOCS1 SOWAHC SOX12 SPHK2 SPTB SPTSSB STAT5A STXBP1 TAF5L TBC1D13 TCF4 TCP10L TCTE1 THNSL2 TIMP1 TMEFF1 TMEM192 TMEM39A TMPRSS3 TNFRSF1B TNNT2 TP73 TRAF5 TSC22D1 TSHZ1 TSSK2 TULP1 USH1C VPREB3 VPS54 WDR54 YIPF7 ZFAND3 ZNF426 ZNHIT2 GSE17721_CTRL_VS_LPS_8H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_LPS_8H_BMDC_UP ABCB8 ACOT13 ADRA1A ADRB2 AKR7A2 ALDH3A2 ALKBH4 ANKMY2 APOC2 ASGR2 ATG3 ATP5PF ATP6V0A2 ATRAID B2M BRCC3 CANX CAPZA1 CD93 CDC25B CDK4 CENPQ CENPV CERS2 CHCHD7 CIDEB CIDEC CLIC1 CLTB COMMD6 CORO1A CPSF1 CUEDC2 D2HGDH DCPS DCXR DGCR6 DGLUCY DIP2B DPH7 DUSP19 EIF3H ELOVL6 ELP2 ELP3 ENTPD1 ERLIN1 ERMP1 ESR1 EXT2 FAF1 FAM117A FAM162A FAM50A FAM76B FANCG FDPS FKBP4 FRRS1 GALNT2 GCDH GCLM GSTO1 GTF3C2 H2AX HACL1 HADH HDAC5 HEBP1 HIP1 HMCES HMGCL HTATIP2 IDH3A IFI30 IMPA2 INPP5E IPO8 KLRD1 KXD1 LARS1 LDLRAP1 LENEP LEPROT LSM3 LXN LYSMD3 MAGED1 MANBA MAP6 MAPK3 MCM7 MDP1 MED20 METTL8 MIDN MINDY1 MKNK2 MOGS MRC1 MRPL42 MRPL55 MRPS26 MSL1 MTMR1 NAT9 NAXE NEU1 NFAM1 NQO2 NSF NSMF NUDT4 NUMB NUP35 NUP93 OAZ2 OPHN1 OPRL1 ORC5 OSBPL11 OSBPL2 P2RX3 PALD1 PARVG PBK PDCD1 PGRMC2 PHKG2 PIGB PIK3C2A PNKD PNPLA7 PPIH PPP1CC PPP1R14B PTDSS2 PTPN18 PUM3 QTRT1 RAB31 RAB40C RABGGTB RASSF2 RBL2 REEP1 RETREG2 RGL2 RGS10 RGS19 RNF181 RNF5 RNH1 RPL38 RPL6 RPS14 SALL3 SELENBP1 SEPTIN8 SH3BGRL3 SLC17A9 SLC25A4 SLC25A46 SLC30A5 SLC46A2 SLC7A7 SLF2 SMIM19 SOCS6 SPO11 SPTBN1 SRF STXBP2 SUPT4H1 SYT4 TADA1 TDP1 TECR TFB2M TGFBI TIMM10B TK1 TM9SF3 TMEM141 TMEM14C TMEM50B TMEM51 TRIM3 TRIM41 TTYH2 TUBGCP3 UBE4B UBN1 UPF3B WDR45 XPR1 ZBTB11-AS1 ZFP91 ZMYND19 ZNF124 GSE17721_CTRL_VS_PAM3CSK4_0.5H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_PAM3CSK4_0.5H_BMDC_DN ABCB4 ACAA1 ACBD6 ACSF2 ADAM2 ADAM33 ADAMTS8 ADH5 ADIG ADSS1 AGTRAP AIRN AKR7A2 ALDOA ALOX15 AMELX ANKRD26 APOA2 ARID5B ATF7 ATP5IF1 ATP5MC2 ATP8B3 AUP1 BCL11B BHLHE41 BLOC1S4 BRWD1 BRWD3 BTC BTG3 CAVIN2 CAVIN3 CD27 CD96 CDC20 CELSR2 CEMIP CLIP4 CNNM3 COPZ2 COX6A2 CPA1 CPPED1 CREB3L4 CTCF CTSG CXCL14 DCC DDR2 DDX18 DIDO1 DMC1 DNM3 DOLPP1 DUOXA1 DYSF EHBP1L1 EIF3L ERCC5 FBXW7 FCHO1 GATAD2B GDE1 GNA12 GNAS GPR137B GRB7 HMMR HOXD13 HPRT1 HRH3 HSD3B1 IAPP IFT81 IGHM JPH2 KANSL1L KCNN4 KDELR2 KEL KLHL10 KLK6 LAMA3 LCE3B LGALS1 LHPP LHX1 LIN7B LPIN2 LRRC18 LSM1 LTBP3 MACROH2A1 MAD2L2 MAPK13 MAST1 MED11 MED9 MGAT4C MIA2 MIEN1 MITF MKKS MMADHC MPEG1 MRGPRF MRPL30 MRPS15 MRRF MSI1 MTERF4 MTMR14 MYO1E NEFH NIPAL2 NOL12 NR2F1 OGG1 OLFML3 PA2G4 PACC1 PACRG PACS1 PAPLN PAWR PCDHB2 PCDHB5 PCSK2 PDE6H PEAR1 PEX14 PHF13 PHF5A PI4K2A PLCL2 PLEKHA6 PPARA PPP1R18 PRDX1 PRELID1 PRSS22 PSMA5 PSMB2 PTGDR PTHLH PTPN23 PTTG1IP PYY RAG2 RALGDS RARS2 RBX1 RDH13 REEP2 RHBDL3 RHOD RPL14 RPL22 RPL39 RWDD4 SAP30L SEMA4G SF3B4 SHC3 SLC26A3 SMOX SOAT1 SOBP SPAG7 ST3GAL1 STMP1 STRN3 STX8 STXBP1 SYP TAB2 TAC1 TCAP TEAD2 TEC THBS3 TM2D3 TMEM50B TOR2A TRA2B TRPS1 TTC5 UBE2R2 UGGT1 UTY VAX2 VNN1 WFS1 WNT11 WNT2 ZC3H18 ZFAND3 ZNRF1 ZRSR2 GSE17721_CTRL_VS_PAM3CSK4_0.5H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_PAM3CSK4_0.5H_BMDC_UP ABAT ABL1 ADAT1 ADD1 ADTRP AGL AHCTF1 ANAPC1 ANKH ANKRD28 ASH2L ATP6V1A BAIAP2 BLTP2 BNIP2 BSG C6orf120 C7orf25 CABP7 CAD CAMK2A CASP7 CCDC137 CCDC6 CCNE1 CCNI CD44 CD52 CDADC1 CDK2 CDK20 CELA1 CENPA CENPH CGGBP1 CHD1 CHMP7 CLTC CMTM6 CNOT6L COCH COL5A2 CSTPP1 CYBB DAD1 DGAT2 DLD DOCK2 DPYD DYNLT4 ECHDC1 EIF3K ENTPD1 ENTR1 EPS15 EQTN ERLIN1 EVA1C FAM117B FAR1 FBXO11 FBXW11 FGL2 FKBP7 FLOT2 FZR1 GATAD2A GCNT2 GCSH GNAI3 GPRASP1 HJURP HNF1B HNRNPM HSDL2 IL2RG IL9R INO80 INO80C IREB2 ITGA4 JAK1 KARS1 KAT2B KLHDC4 KLRK1 KYNU LCN8 LEPROT LY75 MDH1 ME1 MGAT2 MNX1 MRPL49 MTERF3 MTFR1 MTMR1 MUC1 MYO5B N4BP3 NAA40 NCOA4 NDST1 NDUFA7 NDUFAF1 NEAT1 NEU2 NHERF4 NME6 NMRK1 NSUN2 NUCB2 OSR2 P2RY12 PBX3 PDE2A PFKL PIAS2 PIK3AP1 PIK3C2A PKDREJ PLAA PLEKHA2 POLG POLR3F PPP4R2 PRKCQ PRPF38B PSMB7 PSME4 QTRT1 RANBP17 RGS8 RIMOC1 RNF111 RNF32 RNF5 RP2 RPL3L RPRD1A RPS2 SACM1L SAE1 SCLY SEC61G SENP2 SEPTIN8 SERTAD3 SH3GL2 SHC1 SHOX2 SLC23A3 SLC46A2 SLFN12 SMPD2 SNAP23 SNRPD3 SOCS5 SOX21 SRSF1 STARD3NL STK16 SYAP1 TADA2A TAF4 TBPL1 TCF21 TIA1 TK1 TMED7 TMEFF2 TMEM175 TMEM179B TMEM216 TMEM268 TP53INP2 TRIM34 TRIM8 TTC14 TTC30B TXNRD3 UBA3 UBAP1 UBE2N UGT2B17 UHMK1 UMPS USP15 USP38 USP9X VPS35 VPS50 VRK2 WDR43 WRAP53 XPO4 YEATS4 ZC3H8 ZNF14 GSE17721_CTRL_VS_PAM3CSK4_12H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_PAM3CSK4_12H_BMDC_DN ABCF1 ACTR1B ADAM22 AGPAT3 ALDH7A1 ANAPC15 AREG ARMC6 ATF3 BAK1 BBLN BFSP1 BHLHE41 BIRC3 BOLL BRD2 C11orf71 C1orf174 CACNA1H CCL5 CCN3 CD14 CD200 CD38 CD3E CD82 CDH3 CGREF1 CHIC2 CHMP2A CLEC4E COL9A1 CPA2 CPD CPEB1 CSN2 CTTN DENR DHPS DIMT1 ECE2 EFHD2 ELAPOR1 ELOC EMC7 EPHA6 ESD FABP3 FAM50B FAM98A FBXW11 FCGR2B FDX1 FKBP1A FLNB FRMD6 FSCN1 GBE1 GBP2 GCLM GDF9 GEMIN6 GJC1 GK GKAP1 GLRX GOLIM4 GPAM GPN2 GPN3 GRK2 GSPT1 H2AX HDGF HK2 HMOX1 HOXB9 HOXC13 HSPBP1 HYAL3 IGF2BP1 IL18 IL1RN IRX3 ITIH5 KCMF1 KIN KLHL25 KRT27 KRTCAP2 KRTDAP KTI12 LEPR LMO4 LRRC59 LSM4 MAFG MAP3K5 MAP3K6 MAP3K8 MAST1 MBD3 MDFIC ME1 MEMO1 MMP14 MMP2 MOB4 MSLN MT4 MTDH MTFR2 MTMR7 MYL1 MYLIP NAMPT NECTIN2 NHLH1 NLGN1 NMUR2 NSF NUBP1 OLR1 P2RX3 PACSIN3 PALLD PDE4B PDE6D PIK3AP1 PKP4 PLK2 PMVK PNO1 PPBP PPIF PPP2R1A PRKCH PRMT7 PSMA4 PSMB2 PSMC4 PTPRE PTTG1IP PUM3 PUS7 RAB32 RAD23A RBM7 REPS1 REXO2 RIMKLB RRP12 RRP7A SCRT1 SFRP1 SFXN1 SLC18A1 SLC25A13 SLC31A1 SLC39A4 SLC6A13 SMAD9 SOD2 SPATS2 SPTB SRSF9 SRXN1 STAU2 SYT12 TAGLN2 TBX1 TCTE1 TDRD7 TFPI TGM2 TM4SF20 TMEM119 TMEM208 TMEM39A TNP1 TRMT1L TSHZ1 TTC39C UBXN8 UFSP2 USO1 USP10 WBP4 WNK4 YARS1 ZBP1 ZDHHC5 ZMPSTE24 ZNF354A ZNG1B ZNRF1 ZRANB2 ZSCAN22 ZSCAN5B GSE17721_CTRL_VS_PAM3CSK4_12H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_PAM3CSK4_12H_BMDC_UP ABCA2 ACOX2 ADAM10 ADCY4 ADISSP ADK ADSS1 AKR1B10 ANGPTL6 ANLN APPL2 ATG3 ATP5F1A ATP5PF ATP8B3 AUH BCAP31 BDH1 BECN1 BSPRY CARHSP1 CCNA2 CCNT2 CD164 CD300C CDK1 CDKAL1 CENPQ CFAP68 CHCHD7 CHMP1B CLDN6 CLYBL COL11A1 COMMD5 COX4I1 CPPED1 CRYBG3 CTSH CYTH1 DNMBP ELOVL6 EML5 EMP3 ENC1 ENTPD1 EXT2 F8A1 FAM111A FBXL12 FDFT1 FLCN FUCA2 GAB2 GADD45G GALC GASK1B GLUL GPR35 GRN GSTK1 GSTZ1 GTF3C2 GUSB HACE1 HADH HADHB HAUS8 HEBP1 HIF1A HIGD2A HLA-DMA HMGCS1 HNRNPLL HNRNPU HPCAL1 HSCB IDH3A IFI30 IRAG2 IRF2 ITFG1 ITM2B IVNS1ABP JUP KCTD11 KCTD20 KLRK1 LAPTM4A LARGE1 LCMT1 LDLRAP1 LEPROT LGI1 LPGAT1 MAZ MBP MCM7 MDH1 MED22 MEF2D MFSD6 MKNK2 MMD MPP7 MRPS15 MRPS24 MSH6 MUL1 N4BP3 NANS NAXE NDUFV3 NLK NQO2 NSMCE1 OGFOD2 OSBPL2 OXR1 PAPOLG PIK3C2A PKP3 PLA2G15 PLCL2 PLEKHF1 PNPLA7 PNPO PNRC1 PPIH PPP3CA PRELID1 PROSER2 PRXL2A PSME3IP1 PTDSS1 PTPN18 PTPN21 PTPRS PTPRZ1 RAB38 RABAC1 RAD51 RASSF5 RCOR3 RNF13 RPL13 SCN11A SCNN1A SDHC SELENOP SEMA6C SH2B2 SIDT2 SLC17A9 SLC25A20 SLC25A4 SLC25A46 SLC29A3 SLC50A1 SOCS6 SPICE1 SPRR2F SRMS SSBP2 SSR4 SUPT4H1 SV2A SYN2 SYNPO TADA1 TANGO2 TCN2 TECR TERT TESK2 TF TIMM10B TMEM121B TMEM131L TNFRSF18 TNFRSF21 TRIM59 UBP1 UNC119B VDAC1 VOPP1 VPS54 VRK1 WDR45 WWOX XBP1 XPC XPR1 YPEL3 ZBTB1 ZFAND1 ZFYVE19 ZIM3 ZNF277 ZNF574 GSE17721_CTRL_VS_PAM3CSK4_1H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_PAM3CSK4_1H_BMDC_DN ADAM23 ADCY8 AFM ALKBH3 ALPK2 ANGPTL6 ARFGAP3 ARID5A ART3 ATF3 B3GNT2 BCL10 BIRC3 BRCC3 BRD2 BRWD1 BTG2 C11orf71 C16orf89 C9orf50 CACNA1S CALB1 CCER1 CCL13 CD70 CDC25B CDKAL1 CDKN1A CES1 CFLAR CHCHD6 CHRNA5 CILP2 CLASRP CLEC4E CLN5 CSF3R CTTNBP2NL CYP21A1P DBH DHX32 DIP2B DIXDC1 DNAH8 DNAJB5 DOK5 DUSP16 ELP2 ERRFI1 F3 FAM53C FANCG FCER1A FGG FRK FRMD6 FSCN1 FST FTSJ1 GADD45GIP1 GATA2 GCH1 GLIPR1 GPN2 GRHPR GRIPAP1 GSX1 GTF2B GTF2IRD2 HCAR2 HOXB9 HPCA HS6ST1 HSPH1 ICAM1 ICAM4 IER5 IFRD2 IGF2R IGSF6 IL10RB IL17RD IL23A INSM2 INTS1 IQSEC1 IRF8 KCNMB4 KERA KIF13A KLC3 KRT1 KRT77 KRTAP8-1 LAS1L LBX2 LIMA1 LPAR2 LYPD3 MAP3K4 MAP3K8 MAPKAP1 MARCO MED15 MEFV MTMR1 MTPN MUC13 MYBBP1A MYO1B NDEL1 NDP NFIX NIPAL2 NRROS NUBP1 NUDCD1 NUDT9 OLR1 OSBPL1A OSGIN2 PAH PALLD PDE4B PDGFRA PFN3 PLA2G10 PLA2G12A PLPP3 PLSCR1 POMT2 PPP1R1B PPP2R2B PRSS12 RAB4A RABEP1 RALGDS RBM38 RCAN1 REM2 RILPL1 RND3 RNF123 RNF19A ROBO1 ROR2 RPS6KA2 RUNX2 SCAMP1 SCNN1B SLC12A1 SLC1A6 SLC35G6 SLC39A3 SLFN12L SLN SPAG6 SPATA13 SPON1 SPRY1 SPTSSB SRGAP1 SRMS ST3GAL1 ST3GAL5 STAT3 STAT5A STK40 SUCO SV2A SYNPO SYT12 TAC1 TAF7 TAS1R3 TBC1D8 TCF20 TDGF1 TDRD7 TMEM175 TMEM266 TPR TRHR TSGA13 TSPAN33 TTR TWIST1 TYMS UNCX VCAN VPS37C WDR33 WNT3A WNT9A YTHDC1 ZC3H3 ZEB2 ZNF354A ZP1 GSE17721_CTRL_VS_PAM3CSK4_1H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_PAM3CSK4_1H_BMDC_UP ABCG8 ACAT1 ACLY ADCY7 AGBL5 AGFG2 AKTIP ANAPC5 ANGEL2 ANKMY2 ANXA9 AP3M1 APOC3 ASAH1 ASCC1 ATP5MC2 ATP5MG BAK1 BAZ2A BLOC1S6 BUB1 C14orf119 C19orf48P C6orf120 CAD CASP6 CCDC115 CCNT2 CD164 CD2BP2 CDC42SE1 CDH13 CDIP1 CEP85 CETN2 CHMP1B CMIP CMTR2 COA5 COMMD5 CORO1A CPSF2 CSF2RA CTBP1 CTSH CYP51A1 DDIT3 DENR DIS3 DPAGT1 DPH2 DPH7 DUT EIF3L ERG28 FHIP2A FKBP7 FKBPL FNTA FRAT2 GADD45G GEMIN2 GET4 GINS1 GOLPH3L GRN GUSB HCLS1 HNRNPH2 HOXA11 HSCB HSPA2 IDH3A IDO2 IQGAP3 IRAK4 IRGM JAK1 KCNJ10 KIAA1143 KLHL9 KPNA1 KYAT3 LAMTOR1 LAPTM4A LARP1 LYPLA2 MFAP1 MFHAS1 MFSD1 MGAT2 MLLT6 MRPL28 MRPL48 MRPS24 MRPS26 MTFR1 MTFR1L MTX1 MYCL N4BP3 NAPA NCOA6 NDUFA13 NEAT1 NEDD1 NOG NOP16 NOP9 NOXO1 NRCAM NSMCE3 NUCKS1 NUS1 OSBP OST4 PABPN1 PAGR1 PARL PDK3 PDXK PHF23 PHKG2 POLR1D PPM1G PPP1R8 PTP4A2 QRSL1 RAB28 RAB8B RABGGTA RAD9B RAP1A RETREG1 RHBDD3 RNASE4 RNF144B RNF5 RPE RPP21 RPS9 S100A1 SAP30BP SC5D SELP SERAC1 SIKE1 SIRT3 SLC1A3 SLC25A38 SLC25A45 SLC30A1 SLC6A8 SMC3 SMIM14 SNIP1 SREBF1 SRRD SRRM1 SSR1 STK10 STUB1 SURF6 SYN1 TCEAL9 TCTA THEM4 THOC3 TMBIM1 TMEM19 TMEM199 TMEM208 TMEM258 TNIP2 TOP1MT TPP1 TRAPPC14 TRIB3 TRIM25 TRIM39 TSR1 TUG1 UBP1 UFSP2 UNK VDAC3 VIPAS39 WEE1 XBP1 XPO4 YME1L1 ZBTB33 ZDHHC4 ZFAND2A ZFP90 ZIM3 ZNF574 ZNF688 ZNF841 GSE17721_CTRL_VS_PAM3CSK4_24H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_PAM3CSK4_24H_BMDC_DN ABCB4 ACAA1 ACKR2 ACTN1 ADAMTS8 AGTPBP1 AOPEP AQP7 AREG ATE1 ATP6V0B ATP6V1E1 BATF BCL2L1 BCLAF1 BRCC3 BST2 C14orf119 C1orf52 CACNG3 CACYBP CCDC71L CCER1 CDK2AP1 CDK5 CFL1 CHCHD4 CHRAC1 CHRNB4 CLRN3 CMTM8 COL11A2 CPEB1 CSTF1 CWC15 CYBB CYFIP2 DAPK1 DDA1 DDX39B DGCR6 DHPS DLG5 DUSP2 EIF2S2 EIF4G1 EIF6 ERAS EYA4 FABP7 FAM53A FAM98A FKBP4 FLNB FOXD1 FRK GBE1 GCLC GJA8 GK GOLIM4 GPS1 GRINA GRWD1 GSDME GSR GTF2B GUCA1A GUCD1 HCAR2 HCLS1 HES1 HIVEP2 HJURP HK2 HOXA1 HSP90AA1 IAH1 IER3 IER3IP1 IGF2BP1 IGSF9 ITGB6 IVD JKAMP KCNN4 KMT5A KRI1 KRT18 KRT2 LAMTOR4 LARP4B LARS1 LIF LOXL4 LRRC59 MAD2L1BP MAFF MAOA MDN1 MED28 METTL6 MGST2 MKKS MORN3 MRAS MRPL11 MRPL20 MRPL39 MRPL54 MTAP MTO1 MYCBP N4BP1 NAMPT NCMAP NDUFAB1 NIBAN1 NIP7 NQO1 ORM1 ORMDL2 OSTF1 OTULIN P2RX1 P2RX3 PADI1 PAM16 PANX1 PDE4B PDZK1IP1 PELI1 PGM1 PGRMC2 PIP PLA2G7 PMPCB POFUT2 POLR2H PPIB PPP1CB PRDX1 PSENEN PSMC4 PTPN11 PTPN6 PUM3 PWP2 RAD17 RBM47 RBM8A REPS1 RHBG RLN1 RNGTT RRM2 RRP12 RUSC2 RWDD4 SAE1 SAMSN1 SATB2 SERPINA5 SERPINB4 SERPINI1 SKP1 SLC31A1 SLC39A4 SMARCA4 SMARCE1 SNAPC2 SNRPD3 SQSTM1 SRFBP1 SRRM4 STARD5 STYX TAC1 TAF13 TEX56P TMED7 TMEM183A TPBG TRAT1 TRMT10A TTC39C TUT1 UBA1 UFSP2 UGP2 UPP1 USP15 VPS37C VTN WIPI1 YBX3 ZDHHC6 ZMYND19 ZNG1B ZNRD2 GSE17721_CTRL_VS_PAM3CSK4_24H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_PAM3CSK4_24H_BMDC_UP AAMDC ADCY3 ADD1 ADGRE5 ADNP ANAPC2 ANKMY2 ANKRD10 APOC2 ARHGAP39 ARMC7 ARPC1A ASPM AUH B3GNT8 BACH2 BEX3 BNIP3L C1QC C6orf62 CAPN2 CBX6 CCNB2 CD164 CD22 CD34 CDADC1 CDC25B CENPB CEP19 CEP350 CHMP3 CIITA CLTB CNIH4 CORO2A CRADD CREBRF CXCR4 DDX3X DDX59 DLG1 DNAJC9 DNMBP DPP7 DRC3 EEF1B2 EFHD2 EIF4E3 EPS15 EPSTI1 ERG28 ESRRA F7 FAR1 FAU FBXL20 FGF9 FHIP2A FKBP11 FKBP1B GAB3 GALNT2 GALT GASK1B GDI2 GLI3 GMPR GNG11 GPANK1 GPR35 GPX7 GRK5 GSPT2 GTF3C1 HDAC5 HEPACAM2 HIP1 HLX HMGCS1 HNRNPU IFIT2 IFITM2 IGBP1 IL18 IL6ST IMP3 INPP4A ITM2C KCNK13 KIF20A KXD1 LANCL1 LASP1 LEPROT LIPA LLGL2 LTBP3 LZTR1 MAPK3 MAZ MBP MEF2A MITF MKNK1 MKNK2 MOCOS MRC1 MRPL48 MRPS15 MRPS24 MS4A8 MUC1 MYCL MYL12B NAGK NAXE NCOA3 NCOA6 NDUFS2 NFATC1 NFATC2IP NUFIP1 OXR1 P2RY1 P2RY12 PAG1 PALS2 PDE8A PDLIM1 PIGQ PLIN3 PRSS16 PSAPL1 PTH2R PTS QRSL1 RAB31 RAB7A RAMP1 RASSF3 RENBP RNF2 RNF38 RNH1 RNPEP RP9 RPL12 RPL14 RPL27A RPL28 RPL30 RPL34 RPL35 RPL6 RPS15A RPS3 RPS3A RRAS2 RTN4 RXRB S100A1 S100A10 SAPCD1 SCEL SELENOP SENP3 SH3BP1 SLC25A3 SLC30A5 SLC37A1 SLC44A3 SNX2 SOX4 STARD4 STS SVIL SYNPO SYPL1 TADA1 TF TGFBR1 THRA TMEM106A TMEM14C TMEM50B TMEM51 TMUB2 TNFRSF13B TNNT1 TOMM22 TRIM39 TSNAX TSPAN14 UNC13B VPS54 XIRP1 XPR1 YWHAH ZNF426 GSE17721_CTRL_VS_PAM3CSK4_2H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_PAM3CSK4_2H_BMDC_DN ACOT1 ADAM12 AFF4 AHCTF1 AKR1B15 AMHR2 ANXA7 ARHGEF3 ARID5B ATL3 ATOH1 ATP6V0A4 B3GNT2 BCL10 BEX1 BEX3 BHLHE40 BLOC1S4 CARTPT CBX4 CBY2 CD44 CD70 CDK5R2 CDR2 CEP85 CFLAR CLEC4E CLRN3 CLYBL COL12A1 CP CRISP2 CSF2 CXCL10 CYP3A43 CYP51A1 CYS1 DDX19B DMTF1 DNAJC1 DNAJC3 DNTT DOCK6 DSCAML1 DTNB EDN1 EDNRA EHD1 EN1 EPHX2 EQTN ETS2 FANCG FBXO33 FLG FLNB GABRG1 GLIS1 GNAT2 GRHPR GSC GSPT2 GTF2A1L GUCA2A H1-8 HAP1 HEY1 HIGD1B HILPDA HSD17B2 HSP90AA1 HTR7 ICOSLG IFT122 IFT88 IGFBP3 IL17RE IL1RN IQSEC1 IRS2 IRX3 ITPKB KCND2 KCNU1 KLHL13 KRT12 LCT LGALS2 LIF LIMD1 LRRK2 LTBP4 MACROD1 MAP3K6 MED21 MMD MMP17 MMP2 MST1R MSX2 MT3 MTF2 MTPN MTTP MYF5 NDN NOL6 NPDC1 NTHL1 NUP54 NYNRIN OPN1SW OSGIN2 PAPLN PARD6B PARP14 PCSK4 PECAM1 PIK3R1 PILRA PLAAT1 PLCG1 PLSCR1 PPP1R14A PRDX1 PRKCQ PRKD1 PROM2 PRSS22 PTGDR2 PTGR3 PTGS2 PTP4A3 PTPRA PTX3 PUS1 RAD23B RARB RASA2 REPIN1 RIBC1 RNF11 RNF19B RNF2 RPS6KA2 RTL8C SAMSN1 SCRT1 SEC13 SERPINA12 SERPIND1 SFTPA1 SFXN4 SHC1 SIX2 SLC16A4 SLC22A23 SLC31A1 SLC38A4 SLC41A2 SLC4A5 SLFN12L SNTG2 SNX20 SOCS4 SOD2 SPECC1 SPIN4 SPN SSTR2 ST3GAL5 STARD4 SYNGR4 SYT4 SYT7 TBX1 TDGF1 THOC1 TMEM39A TMPRSS11D TNFSF9 TOMM22 TOP1 TPBG TPX2 TRAF5 TRHR TSPAN33 TTC39C UBE2J2 UCP3 USP47 USP9X WIPI1 WNT2B WWOX ZBTB11-AS1 ZBTB16 ZP2 GSE17721_CTRL_VS_PAM3CSK4_2H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_PAM3CSK4_2H_BMDC_UP AAGAB ABCA4 ABCD2 ABCG8 ABHD10 ACADVL ACAT1 ACER1 ACOT8 ACOX1 ACVR1 ADAM21 ALAD AMFR ANGPTL4 APOB APRT ARHGAP21 ARL6IP4 ARPC5L BACH1 BAZ2A C12orf4 C14orf119 C19orf12 CASP9 CCAR2 CCKBR CD5L CFAP97 CHST12 CIPC CLASP2 CLASRP CNOT6 CNTNAP4 COA6 COG8 CYB5R1 DCTN2 DDT DHX8 DIDO1 DIPK2A DLX3 DUT EIF4EBP2 EMP1 ENDOG ENTPD4 EPDR1 ERAP1 ERGIC3 FAAP20 FAIM FAM117A FAM149B1 FAM76B FBXL12 FBXO25 FNTA FOXJ2 G3BP2 GNE GPS1 GTF3C2 HAUS3 HHEX HLX HMCES HNRNPD IFFO1 IL18 IMMP1L INSM2 INTS5 IRF2 KIF1C LAMTOR1 LCMT1 LGALS9B MANBA MAP2K4 MAP3K3 MCM7 MED26 MED9 METTL23 MICAL1 MIGA2 MIS18BP1 MRPL43 MRPS23 MRPS24 MSN MTCH1 MTFR2 MYO1F NANP NAP1L2 NARF NAXE NCOA1 NCOA6 NECAP1 NPRL2 NSMF NUF2 OAS2 OMA1 ORC5 OSBPL2 OTULIN P2RY6 PALD1 PBXIP1 PCGF6 PIGH PIK3R4 PIP4P2 PITPNC1 PLAU PMEL POLD1 PSMB9 PTPN21 QTRT2 RAD17 RCC1L RCC2 REXO4 RFWD3 RPAP3 RPRD2 RPS15A RRM2B SALL3 SELE SESN1 SH2D1B SIGIRR SLC25A39 SLC37A1 SLC37A3 SLC4A8 SNHG8 SNORC SNX2 SOBP SOCS6 SPATA5 SRCAP SURF6 SYNPO TAF6 TAP1 TBC1D14 TCTN3 TEX2 TFB2M TFCP2 TIMELESS TMA7 TMEM101 TMEM106A TMEM208 TMEM51 TMEM63A TMPRSS3 TNRC6B TOR3A TRAPPC1 TRIM25 TRMT1 TSPAN15 TSTD1 TTC30B UBAC2 UBE2R2 UBE3B UBFD1 UCHL5 UROS VHL YWHAZ ZBTB14 ZC3H8 ZCCHC3 ZDHHC12 ZFP1 ZFP64 ZMAT3 ZNF276 ZNF426 ZNF532 ZNHIT2 ZP3 ZXDC ZYG11B GSE17721_CTRL_VS_PAM3CSK4_4H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_PAM3CSK4_4H_BMDC_DN ABCC8 ADARB2 AHCTF1 AHR AKR1D1 ANGPTL1 ANXA5 APOA5 ARPC5 ASB16 BBLN BCL9 BEX4 BHLHE41 BHMT2 BLOC1S4 BMP5 BTF3L4 C21orf91 CACNA1H CAV2 CBLN1 CCDC71L CCL1 CCN1 CCND2 CCNL1 CD209 CD72 CDCA3 CEMIP CFHR1 CFLAR CHDH CHIC2 CHRNA5 CITED2 CLDND1 CMTR1 COL5A3 COPS5 CORO2B COX17 CPA1 CSN2 CYP27B1 CYP51A1 CYSTM1 DDA1 DGAT2 DLGAP4 DMTF1 DNLZ DPPA2 DSCAML1 DTX2 DUSP9 EBI3 EIF2S2 ELL2 EPHA8 FABP3 FAM107B FAM76A FCHO1 FDPS FGF3 FLNB FOXD3 FRMD6 FSCN1 FUS GABRA3 GDE1 GHRH GLMP GNA13 GRB14 GSTM1 GYPC HADHB HELQ HERC2 HNRNPH3 HP HSPA1B ID2 IER5 IFITM2 IFNAR2 IGSF6 IGSF8 IGSF9 IL23A IPO4 IQGAP1 KATNBL1 KCNA4 KCNE1 KLF3 KLF5 KRT1 KSR1 LMO4 MAFG MAP3K12 MEF2A MIA MKKS MOB1A MRPL52 MRPL54 MTDH MTMR14 MTMR7 MTPN MYL1 MYL9 NAMPT NAPB NDEL1 NDP NECAB3 NET1 NEUROG2 NFKB1 NR5A2 NRL OLR1 OSR1 PAFAH1B1 PAH PARP14 PDGFA PDHA2 PDK4 PDZK1IP1 PEDS1 PHTF2 PLAAT3 PLAGL2 PLEKHA3 PLEKHA5 PLG PMM2 PMPCA POP7 PPP1CB PRRC2A PSMA6 PTPN23 RAB10 RGS20 RIN1 RNF41 RNF6 RPS6KA2 SACM1L SCNN1B SFSWAP SIX4 SLC39A4 SLC46A2 SNCG SNTB1 SNTB2 SNX16 SOCS3 SQSTM1 SRF SRSF6 STARD4 STAT5A STXBP1 SUOX SUPT5H TBL1X TLE2 TMA16 TMEM39A TRMT10A TTC39C TXN UBE2S UBL4B UBXN4 UPP1 USP47 VCAN VTN WASF3 WBP4 WNT5A WWC2 ZC3H11A ZFAND3 ZNF112 ZNF264 ZNF865 GSE17721_CTRL_VS_PAM3CSK4_4H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_PAM3CSK4_4H_BMDC_UP AAAS AAGAB ABCG2 ACAA1 ACADSB ACBD6 ADAM11 ADISSP ADNP ADRB2 ALG2 ANLN APOC2 ARRB1 ATF6 ATP5IF1 BHLHE22 BLOC1S6 BUB1 C14orf119 C19orf53 C6orf132 C6orf62 CACYBP CAPZA1 CCAR2 CCDC28A CCDC77 CCNG1 CCNQ CD300C CENPV CHCHD7 CISD1 CLIC1 CLNS1A CMTM6 CNOT6 CNOT6L COA6 COPG2 CORO1A CORO2A CPPED1 CPQ CXCR4 CXCR6 CYP27A1 DAB2 DEPDC7 DGLUCY DNAJC9 DOCK1 DOP1B DPH7 ECRG4 ENG ENTPD1 ENY2 EPB41L5 ERCC8 F7 F8A1 FAF1 FAM149B1 FKBP11 FMC1 FUOM GALC GDPD3 GLMN GPR146 GRIK5 GUCA1A GYS1 HAUS3 HEXIM1 HK1 HLA-DMA HMBS HMGCL HOMER1 HP1BP3 HPF1 HSBP1 IDNK IFIT2 IFT172 IL6R IP6K1 IRF2 ITM2B ITPKA ITPR1 KHDRBS2 KHK KIF1C LAMTOR4 LAPTM4A LARGE1 LGALS8 LPGAT1 LYSMD2 MAST1 MBD2 MCM7 MFAP1 MFSD6 MIX23 MKNK1 MOCS2 MRPL11 MRPL2 MRPL44 MRPS24 MRPS26 MRPS35 MTFMT MTMR3 MX1 MYL6 NCAPH NDUFA4 NEK1 NEK7 NGRN NHEJ1 NUP88 OPA1 OSBPL11 P2RY12 PARVG PCNA PEPD PGP PLA2G15 PLEKHA1 PLXDC1 PLXNB2 POLK POLR2B POLR2I PRKACA PRODH PYGB RACGAP1 RAP1A RASSF3 RBBP7 RBM39 RDH14 RNF123 RNF181 RNF214 RNH1 RPE RPL6 RPRD1A RPS3A RPS5 SARS1 SASH3 SDHAF1 SELENOP SEPTIN8 SHKBP1 SKIC8 SLAMF9 SLC12A9 SLC16A4 SLC25A39 SLC25A45 SLC40A1 SMARCAL1 SMIM14 SMPDL3A STK16 STK24 STMN1 SYNPO TALDO1 TANGO2 TDP1 TFEB TMEM141 TMEM242 TMEM30A TP53 TRIM11 TSNAX TUBA1A TXNDC5 UGGT1 UNC119B VRK1 XPR1 ZBP1 ZMIZ2 ZNF277 ZNF444 GSE17721_CTRL_VS_PAM3CSK4_6H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_PAM3CSK4_6H_BMDC_DN ABCE1 ABI1 ACTN1 AGO2 AHR AK2 AMBN ANXA5 ANXA7 AP1AR APBB1IP APBB2 ARTN ASNS ATL3 ATP1A1 BAG5 BCL2L1 BLOC1S4 BPIFA2 C1orf52 CCDC71L CCN3 CCNL1 CCT6A CD38 CDKN1A CDV3 CES4A CHCHD4 CLN5 COPS5 CPD CPEB1 CS CSPG4 CTSK CYP51A1 DACH1 DCX DHPS DKK4 DUSP16 EDEM1 EEF1E1 EHD3 EIF2S2 ELAC1 ELL2 ELOC EMD EML6 ENPP3 ESD ETV1 FAM222B FKBP1A FLNB FOXD1 FRMD6 FSCN1 FURIN FZD3 G3BP1 GAL3ST1 GBP4 GEMIN6 GK GLIS1 GNPNAT1 GRB2 GTF2B HARS1 HCAR2 HMOX1 HNRNPD HNRNPH3 HSPB8 IER3 IFNA1 IL11 IL36RN IPO4 IRX3 JAK2 KANSL1L KATNBL1 KCNMB4 KCTD11 KIN KRT33B KRTAP13-1 KRTAP4-11 LAMB1 LARP4B LMCD1 LPP LRRC59 LTV1 LYAR MAGED2 MAP3K8 MAPK6 MDFIC MECP2 METTL3 MMP12 MMP14 MMP2 MOB4 MRPL20 MSN MTMR7 N4BP1 NDST4 NEAT1 NIBAN1 NIP7 NOLC1 NOTCH1 NSMF NTSR2 NUDC NUP58 OPN3 ORM1 PA2G4 PABPN1 PACSIN3 PAFAH1B2 PALLD PDZK1IP1 PGF PIK3CG PITPNB PLAGL2 POP4 PPP1R14D PPP2R2D PRKN PRKRIP1 PRPF40A PRSS42P PSMA6 PSMB7 PTGES PTPN1 PTPN11 PTPN23 PWP2 QPCT RAB10 RAB32 RANBP2 RBM19 RIOK3 RIPK2 RND3 RPL3L RPS6KA2 SAMSN1 SCAF8 SCAMP1 SEC61G SERPINB2 SLC10A1 SLC31A1 SLC44A1 SLC6A13 SPINK1 SPRTN SQOR SRP54 SRSF7 SRXN1 STEAP1 SYNE2 TANC1 TBX2 THOC3 TMEM183A TMEM243 TNFAIP8 TOMM22 TPH1 TRA2B UBE2J2 UBE2M UBE2N UCHL5 WASHC2A WASHC4 WDFY3 WSB2 ZC3H11A ZDHHC6 ZEB1 ZFR ZNF436 ZNRF1 GSE17721_CTRL_VS_PAM3CSK4_6H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_PAM3CSK4_6H_BMDC_UP ABCB7 ABHD15 ACADVL ADSS1 ARHGAP39 ARL10 ASF1B ATF6 ATP6V1C2 AURKA B3GNT3 B3GNT8 BPHL BTBD1 BTK C11orf68 C14orf119 C19orf48P C1orf54 CARHSP1 CATSPERG CCNB2 CCNG1 CCR2 CCR6 CD28 CD48 CD93 CD99L2 CDIP1 CDK5 CDKN2C CILK1 CLEC4G CROT CRX CST5 CTDSP1 CTNS CUTA DAB2 DBR1 DERL3 DGLUCY DHX58 DMAC1 DNAJB1 DNMBP EEF1B2 EHHADH ELOF1 ELOVL6 ELP2 ENPP1 ENTPD1 EPSTI1 ERCC6L ERGIC3 F11R FAF1 FAM117A FAM149B1 FAM32A FAM50A FANCG FAU FBXO25 FCGR1A FRMD4B G3BP2 GAB3 GABRB1 GLMP GNE GSTO1 GSX1 GUCA1A HACL1 HCFC1R1 HEXIM1 HMGCL HMGCS1 HPCAL1 HPGD HTATIP2 IFT172 IMP3 IMPA2 ISOC1 ITM2B ITM2C JCHAIN JPH2 KIAA0930 KIF9 KLHL24 LAP3 LAPTM4B LCLAT1 LCMT1 LDLRAP1 LEPROT LZTS2 MANBA MCEE MDH1 MDP1 MED23 MGAT5 MIDN MINDY1 MKNK2 MLLT10 MMD MOCOS MOCS2 MRPL14 MRPL23 MRPL28 MRPL49 MRPS24 MYL12B NAGK NATD1 NCKIPSD NCOR1 NEK7 NFIL3 NME7 NUCB1 ORMDL3 PARP3 PGD PHAX PHPT1 PISD PML PNRC1 POLR3GL PRKAG1 PRPS2 PRXL2C PTPN18 RASSF5 RETREG1 RFC1 RGS10 RGS19 RPAP1 RPL31 RPS14 RPS15A RUFY3 SASH3 SELENBP1 SELENOP SERPINI1 SFXN3 SIRT3 SKP1 SLC12A8 SLC25A11 SLC25A35 SLC29A3 SLC40A1 SLC50A1 SMC3 SMOX SNHG8 SPTLC1 SSBP2 STARD3 TAF9 TEC TF TGFBR1 TIMM10B TM9SF1 TMEM140 TMEM203 TMEM51 TMEM79 TMUB2 TNFRSF21 TNRC6A TPK1 TRAPPC14 TRIM25 TTC5 TTYH2 TXN2 UBXN1 USP20 USP3 VEGFC VIPAS39 XIRP1 XPR1 ZNF790 ZNFX1 GSE17721_CTRL_VS_PAM3CSK4_8H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_PAM3CSK4_8H_BMDC_DN ABCB11 ACTN3 ADAMTS7 ADCYAP1 ADGRL4 AGBL5 AHR AKAP7 AMELX APOA5 ARFGAP3 ARG2 ARHGEF2 ARTN ASB6 ASNS ATF7IP2 ATOSB ATP6V1E1 B3GALT5 BAG5 BRAF BRWD3 C11orf71 C1orf35 CACNA1D CAPRIN1 CCND2 CCT7 CD70 CEP250 CHMP2A CHRDL1 CHRNA3 CHST7 CHTOP CLEC4D CLEC5A CLIP1 COL4A2 COX17 CPD CRX CYFIP2 DACH1 DHPS DHX38 DLC1 DLGAP4 DNAJB11 DNAJC1 DOC2A DPYSL2 DTNB EGLN3 ELAPOR1 ELL2 EMC2 FADD FAM81A FBXW11 FCGR2B FGF7 FKBP1A FLG FXR2 GBP2 GCA GDI1 GFPT2 GINM1 GNB1 GPSM1 GRAMD1A GRB2 GRPEL2 GSR GTF2E2 GUCD1 HDAC1 HMOX1 HNRNPAB HOXA9 HTRA2 ICOSLG IKBKB IL10RB IPO4 KCMF1 KCNS2 KDELR2 KLF5 KMT2D KMT5A KRT16 KRT27 LAMB3 LIG3 LMO4 MAP3K8 MAPK11 MAPK6 MAPKAPK5 MAS1 MAST1 MDFIC MECP2 METAP1 METTL3 MYBL1 NELL2 NKX2-1 NME6 NOL7 NOTCH1 NRG4 NUDT9 ORM1 PACS1 PALLD PDE1A PDE4B PDZK1IP1 PELI1 PELP1 PJA2 PKP4 PLK2 POFUT2 POGLUT1 POLR2C POU2F2 PPP1R14B PPT2 PRKCZ PSCA PSMA2 PSMD6 PTGR3 PTPN11 PTPRN2 PUM3 RABGGTB RAI14 RASA2 RBM8A REG1B REPS1 REV1 RGL1 RLN1 RPS6KA2 RUSC2 SCRT1 SCX SEC24D SERPINA12 SERPINE1 SFXN1 SLAMF1 SLAMF6 SLC28A2 SLC2A1 SLPI SLTM SMAD9 SNX16 SOCS1 SOD2 SQOR SRSF9 SRXN1 SUPT16H TACR2 TADA2A TAGLN2 TAL1 TBCA TBK1 TDRD7 TEX19 TMEM38B TMOD1 TMPRSS3 TRAF5 TRMT112 TTC39C TTR UCN USO1 USP47 UTY VAC14 VCP WDR46 YARS1 ZBTB7A ZC3H18 ZFAND3 ZNG1B GSE17721_CTRL_VS_PAM3CSK4_8H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_PAM3CSK4_8H_BMDC_UP ABCB7 ACAT1 ACOX2 AKR1B10 ALDH1L1 ANKRD10 ANP32B AP5M1 ARRB1 ASCC1 ATG3 ATM ATP5F1A B2M BCAS3 BDH1 C19orf12 C19orf53 CAPN2 CCDC34 CD300C CD48 CDK1 CDK2 CENPF CHCHD1 CIAO2A CIB2 CKAP2 CLIC1 CLNS1A CLYBL CMTM6 COG8 COMT CORO1A CROT CUL4B CXCR4 CYRIB DBH DBR1 DCAF4 DDIT4 DIO1 DLGAP5 DMAC2L EEPD1 EHHADH EIF4E3 EIF5A EML5 ENDOD1 ENTPD5 EPSTI1 FAM162A FAM98C FRG1 GALNT2 GCNT1 GDA GNAS GPR87 GRK5 HABP4 HASPIN HCFC1 HEXD HIP1 HMG20A HPCAL1 IDS IFT122 IL31RA IPO8 IRAG2 ITM2B IVD KBTBD2 KLF16 KRT2 LAP3 LAPTM4B LGALS8 LIMA1 LPGAT1 LUC7L3 MANBA MAP4K4 MAPRE3 MAU2 MBP MCEE MCM6 MCRIP1 MFF MGAT2 MIDN MIGA2 MKNK1 MMP19 MPP1 MPV17 MRPL14 MSL1 MYCBP2 N4BP3 NCAPH NCOA1 NCOR2 NDUFAB1 NDUFAF7 NDUFB2 NDUFC2 NDUFS2 NDUFS5 NME3 NPY1R NQO2 NSMCE4A ORC5 OSBPL11 OXR1 PAG1 PALS2 PCNA PDXK PEPD PLEKHA1 PLEKHS1 PLPP2 PLXDC1 PNPLA7 PPP1CC PRKAG1 PRPSAP2 PTPN18 PTPN6 PTPRO RAD51 RAMP1 RAP1A RASSF3 RBBP7 RBM43 RFX1 RGL2 RNF167 RNF181 RNPC3 RNPEP RPL31 RPL6 RPLP1 RPN2 RUFY3 SELENBP1 SERINC3 SERTAD1 SH3BGRL3 SLC25A4 SLC6A4 SLF1 SMIM14 SMPD2 SOCS4 SORCS2 SPICE1 SPTBN1 SSR4 STARD4 STXBP2 SVIL TAGLN TECPR1 TESK2 TFB2M TFIP11 THOC7 TIA1 TKT TLE5 TM9SF1 TMEM14C TMEM260 TMPRSS4 TOMM22 TPD52L2 TPRN TRIM3 TRIM34 TSPAN14 TTI1 TUBGCP3 UBE2B UBE2E1 XPR1 ZCCHC3 ZNF688 ZWILCH GSE17721_CTRL_VS_POLYIC_0.5H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_POLYIC_0.5H_BMDC_DN ECPAS EIPR1 ELOC KIF17 KIF1A KIF20A KLHDC2 KRTCAP2 LAMA2 LAMC2 LCMT2 LIPG LTC4S LY6G6C LY96 MAN1B1 MAN2B2 MAN2C1 MAP2K3 MAP4K2 MARCKSL1 MGAT4C MINK1 MKLN1 MLLT3 MMEL1 MMP1 MMP17 MMP23B MOB1A MOGAT2 MRM1 MRPL1 MRPL12 MRPS25 MRRF MRTFB MSRB2 MTERF4 MTF1 MVK MXD4 MYB MYCN MYCT1 MYL9 MYO1B MYO6 MYOZ2 NAPB NBEA NCAM1 NDUFB2 NDUFB7 NELL2 NHERF2 NOP2 NPPC NPY2R NRARP NUDT9 ODF3 OLFML3 ONECUT3 ORAI1 ORMDL2 OTP PARVB PCLO PELI1 PFDN2 PGR PHKG2 PI16 PI4K2A PIP4K2A PLCG2 PLEKHB1 PNPT1 POLR2F PREB PRKCSH PRR15 PSMB1 PSMB9 PSMG4 PTN PTPN4 PTPRG PTPRM PURB RAD51B RAD51C RAG1 RALGPS2 RBM4B REEP6 RFXANK RGS17 RGS20 RGS4 RHBDD3 RHOBTB2 RIN1 RNPS1 RPF2 RPS6KB1 SART1 SATB2 SCGN SCML4 SEMA3B SEMA4F SEZ6L SFTPC SH3D19 SHARPIN SHBG SIAH1 SIX2 SIX4 SLC17A3 SLC25A20 SLC25A53 SLC9B2 SMR3A SNAP29 SNRNP70 SOD3 SPIRE2 SPOCK2 SPON2 SPSB3 SRPX2 STIL STK32B STMN3 STRADA STX1A SUV39H2 SYCP3 SYNE1 SYT12 SYTL2 TAL2 TAX1BP3 TBC1D20 TBCB TBCC TBX19 TBX6 TC2N TCP1 TECTB TFAP2B TFF2 THAP7 TIMP3 TJP2 TLL1 TLL2 TMEM176A TMEM50B TNFRSF1A TNFRSF8 TNFSF13B TNFSF4 TNNI1 TNS2 TOM1 TOMM7 TOR1B TRAM1L1 TRIM54 TRMT1 TRPC6 TSHZ2 TSNAXIP1 TSPY1 TTL TUB TUBB4A TWIST2 TXNDC9 UGGT2 UPK3A UROC1 UROS VANGL1 VASN VTI1A WASF1 WDR4 WFDC1 YARS1 YPEL3 ZBP1 ZFP1 ZSCAN21 GSE17721_CTRL_VS_POLYIC_0.5H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_POLYIC_0.5H_BMDC_UP ABHD10 ACAD10 ACSL6 ACVR1 AFM AGR3 AGRP AKAP1 ALDH1B1 ALS2 ANKRD46 ANLN ANTXR2 AP3B1 APPL2 AQP9 ARF4 ARHGAP12 ARHGAP18 ASAH2 ASZ1 ATL2 ATN1 ATP6V1E1 BANF1 BCAP31 BEX1 BIRC5 BLOC1S6 BNIP1 BNIP2 BRMS1 C21orf91 C2orf76 C5orf15 C9orf64 CAMK2G CASC3 CCKBR CCR1 CD248 CD84 CDK16 CELF2 CENPB CEP85 CHRNB2 CILK1 CITED2 CLPTM1L CNTN2 CNTN6 CORIN CPEB2 CPQ CROT CSF2RB CTLA4 CXorf38 CYP1A1 DAPP1 DENND4C DIP2B DIS3 DMXL1 DPP3 DYRK3 EEIG1 EFEMP2 EFHD2 EIF2S2 ELAVL1 ELOVL2 ERC1 EYA2 F13B F5 FAM120B FAM20B FAM222B FASTKD5 FBXL20 FCGR1A FEZ2 FLOT2 FLT3 FUCA2 GABPA GABRA6 GALNT6 GGPS1 GIMAP6 GLUL GML GNAQ GOLGA5 GOLGA7 GPATCH2 GPR50 GRIK5 GRK6 GRWD1 GSC H1-8 HDAC2 HECTD1 HEXA HNRNPK HSPB3 HTR2B HTR5A ICE2 IDH1 IDO2 IFITM2 IFNGR1 IFT88 IL12RB2 ILRUN IPP ITGB3BP JAK1 KCNAB2 KDELR1 KIAA0513 KIF13A KIF21A KRT13 L2HGDH LAIR1 LAP3 LBR LETMD1 LIMK2 LRP1B LRP4 LRRC42 LRRC59 LUC7L3 LYRM2 MAGOHB MAL MCM3 MCM5 METRNL MFN2 MFSD5 MGLL MIDN MIGA2 MLXIP MOB4 MOGS MPP1 MRPL37 MTF2 MTHFS NAB1 NAT1 NDST1 NDUFS6 NEK2 NEK6 NEUROG2 NEUROG3 NKAIN1 NRIP1 NRM NSG1 NSMF NSUN2 NUB1 NUCB2 NUCKS1 NUDT7 NUP58 ORC3 PACRGL PANK3 PAPSS1 PARG PAX8 PEX12 PEX19 PGF PHF2 PHLDA1 PHTF1 PLA2G6 PLAAT1 RETREG2 RETREG3 RMC1 SLC25A51 SMIM11 SMIM3 SPIDR TMEM242 TPGS1 VPS50 GSE17721_CTRL_VS_POLYIC_12H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_POLYIC_12H_BMDC_DN ABHD2 ABI1 ACKR3 ACTN1 ACTN3 ADRA1A ALDOB ANGPT1 APPBP2 ARF4 ARGLU1 ARID3B ARNT2 ATP13A1 ATP6V1E1 BCDIN3D BCKDHB BFAR BLOC1S4 BLOC1S6 BMP5 C19orf25 CACNG3 CACYBP CALCR CAPZA2 CBLN1 CCL13 CCL5 CCNL1 CD47 CD83 CDKN1A CENPM CES4A CHGA CIITA CLCN2 CLEC5A CLK3 CNN3 COL4A4 COPS5 CPA1 CPLX4 CRK CSF2 CTSK CTTN CXCR5 CYFIP2 CYS1 DDA1 DDR2 DDX4 DIPK1B DNAJB1 DNAJB11 DNAJC1 DSPP DTX2 DUSP11 DUSP16 DUSP26 DYRK1A ECE2 EGFR EIF2S1 EIF2S2 EMP1 ENKD1 EPSTI1 FSCN1 FZD5 GAP43 GBP2 GBP4 GCA GCG GDE1 GFPT2 GFRA4 GOSR1 GPR137B GPR50 GSPT1 GUCD1 HCN2 HDAC1 HID1 HINFP HMGA1 HTRA2 IGF1R IL10RB IQGAP1 IRS1 KIF9 KLRK1 LAPTM4B MAPK11 MCMBP MELTF MITD1 MPZL2 MRPL14 MRPL22 MRPL39 MS4A6A MTF1 NAE1 NDRG2 NECTIN2 NEMF NIBAN1 NINJ1 NRG4 NSUN4 NUDT9 OCIAD1 PACC1 PACRG PALLD PC PCNX1 PDE6D PFDN2 PGF PHLDB1 PI4K2A PIK3AP1 PIM1 PIP5KL1 PITPNB PKP4 PLA2G2F PLAAT1 PLAGL2 PLEKHF2 PML POU3F4 PPP2R2D PRICKLE1 PSMA4 PTPRO RAB32 RAB38 RANBP17 RBMS1 RCE1 RHPN2 RIPK2 RNF114 RPTN RRP36 SAP30L SEC13 SELENOW SFT2D2 SLC28A2 SLC29A3 SLC2A5 SLC6A4 SMAD9 SPA17 SPON1 SPTLC2 SPTSSB SRSF7 SSTR1 STARD3 STXBP1 SYF2 SYNE2 TAB2 TAF7 TBK1 TEK TIMP1 TMEM192 TMEM243 TNFSF9 TOR1A TPH1 TRIP12 TTR TTYH1 TUBA8 TYK2 TYW5 UBAC2 UBE2R2 UBL4B UBL7 VCAN WASHC4 WFS1 YRDC ZBP1 ZNFX1 GSE17721_CTRL_VS_POLYIC_12H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_POLYIC_12H_BMDC_UP AAAS ABCC3 ACO2 ACOT13 ADCY2 ADK ANGPTL4 ANP32E ANXA6 ARHGAP21 ARHGDIB ASF1B ATP5MC3 ATP5PF AUH BAZ1B BCAP29 BDH1 BSG BTBD1 C12orf4 C2CD2L C8G CASD1 CCAR2 CCR2 CCT6A CCT8 CD81 CD99L2 CDC23 CDC25C CDC42SE1 CDK4 CDK5 CDKAL1 CEBPZOS CFL1 CHMP7 CLEC6A CLNS1A CLYBL CPSF1 CROT CRTAP CTNS CTSA CYB5R1 D2HGDH DAD1 DGAT1 DHX16 DKKL1 DNAJB9 EARS2 EIF4G1 ELMO2 EMC2 EMC6 EPS15 ERLIN1 FAM111A FANCE FANCG FAR1 FASN FASTKD1 FBXO8 FDPS FLNA FRAT2 FUCA2 FUOM GALT GLCCI1 GPBP1L1 GPR146 GSTM3 GTF2H4 HACL1 HADHB HCFC1 HEBP1 HERC1 HIGD2A HMBS HNRNPL HNRNPU HPCAL1 HS1BP3 IL6R IL6ST IMPA2 ITGB2 KAT7 KLF10 KLHL9 KLRD1 LARP7 LEPROT MAP2K6 MBP MCM7 MDH1 MED23 MFSD6 MIGA2 MINDY1 MKNK2 MPHOSPH9 MRPL23 MRPL34 MRPL51 MSH6 MTMR1 MVK MYCBP2 N4BP3 NANP NCBP1 NDUFA2 NDUFAF7 NDUFC2 NDUFS2 NF2 NFATC2IP NME2 NSMF NUCB1 NUCKS1 NUP58 PDE8A PDXK PGP PHPT1 PIK3CG PIMREG PNKD POC5 POFUT2 POGLUT2 POLE3 POLG POU2F2 PRXL2A PTCD3 PTPN18 RAMP1 RASSF3 RETREG2 REXO2 RNF141 RNF181 RNF5 ROMO1 RPL12 RPL30 RPRD1A RPS6KB2 SAE1 SCAMP1 SEC16A SEMA6C SEPTIN2 SFXN3 SH3BGRL3 SIDT2 SKA1 SKI SLC16A6 SLC25A4 SLC35A5 SLC40A1 SLC50A1 SMARCAD1 SMC2 SNHG8 SPEG SPTBN1 STMP1 TAX1BP3 TECR TFRC TM9SF2 TMEM79 TOPBP1 TRIM59 TSGA13 TSPAN14 UHMK1 UPF3B VIPAS39 VPS35 WDR45 WDR54 WIPI1 XPA XPO4 ZNF532 ZNF841 GSE17721_CTRL_VS_POLYIC_1H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_POLYIC_1H_BMDC_DN ABCD2 ACER1 ACTG1 ACTN1 ALPL AMPD2 ANGPTL1 ANXA8 ARGLU1 ASH1L ASPRV1 ATF7IP2 ATP10A ATP1B2 ATXN1 B2M B4GALT3 BCL7C BMP2K BPGM C1QBP C1orf174 CA11 CALB1 CALCOCO2 CATSPERG CCDC198 CCNL1 CD3E CDCP1 CDH3 CDH9 CDKAL1 CDRT4 CEBPZ CFLAR CHRNA4 CIZ1 COL5A1 CORO2B CPA3 CPD CRABP2 CST3 CXCL10 CXCL2 DCTN4 DDX5 DELE1 DENND2B DPEP3 DTX2 EDN2 EEF1B2 EIF2S1 ELOC ELOVL3 ENAM ENPP1 EPX FABP2 FCGR2B FOXI1 FOXP1 FSCN1 GABRB2 GARS1 GCNT3 GDF9 GGACT GLI3 GNAS GNMT GNPAT GTF2E2 GZMM HCFC1R1 HESX1 HIVEP1 HLX HSPA5 HYOU1 IL13 INHBB JMJD6 KCND1 KCNMB1 KDM5C KRT35 KRT8 KRTCAP2 L3HYPDH LAMA3 LIMA1 LUZP1 LY75 LYST MALAT1 MAP2K1 MAP2K6 MAU2 MBL2 MED11 MITF MMP23B MOBP MOS MRPS15 N4BP1 NAA38 NCAPH2 NDP NFIL3 NHERF1 NME2 NPAS1 OGA OPHN1 OTC P2RY14 PARD6A PAXBP1 PCBD1 PCSK4 PDE4B PENK PIP5K1B PLEKHA1 POP4 POP7 PPDPF PPP1R2P1 PRELID1 PRKD1 PROM1 PSCA PTPRN2 RAB40B RAD51B RB1CC1 RBBP7 RBM10 RDH14 RECQL5 REM2 RLN1 RND3 RSPH3 SCIN SEMA3F SERINC4 SERPINB2 SHOX2 SIGLEC7 SLC16A6 SLC25A20 SLC2A1 SLFN13 SOCS2 SP4 SPP1 SPRY4 SREK1 SSTR1 STAB2 STAU2 SUPV3L1 TAAR1 TAF11 TAF1C TAX1BP3 TBC1D14 TBC1D8 THRAP3 TJAP1 TMEM119 TMEM123 TNF TNP1 TRAT1 TRIB2 TRIM26 TRIM33 TRPS1 UBLCP1 UBOX5 UTY WASF1 WNT10B XRN2 YIPF7 YPEL1 ZBTB2 ZBTB20 ZC3H12C ZFP62 ZMYM4 ZNF124 ZNF212 GSE17721_CTRL_VS_POLYIC_1H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_POLYIC_1H_BMDC_UP AAGAB ABCA2 ACD ACTL6A ACVR2B ADNP AKAP8 AKR7A2 ALG5 ANAPC7 ANKMY2 ANXA6 APRT ASGR2 ATAD1 ATG3 ATP5PF ATP6V0D1 BBLN BCL2L1 BLCAP BRD3 BSG C14orf119 C5AR1 C5orf47 CACNA1B CAMK1 CARHSP1 CCNB2 CD300C CEBPG CEP104 CHCHD1 CHURC1 CIDEB CLCF1 CNGB3 CPT1A CREBZF CRMP1 CRTAP CSTB CUL4B CYP1B1 CYP4F3 DCPS DHX8 DIO1 DNM2 DPPA2 DUSP2 E2F8 EIF3B ENC1 ENTPD1 EPC1 EVI5 EXOC7 FAM98A FCGR1A FKBP7 FMC1 FRMD8 FUOM GABRD GLB1L GPR34 GRP HDAC6 HEATR5B HELLS HES5 HEYL HIP1R HMGN5 HNRNPDL HOXB3 HS6ST1 HSPBP1 IGF2BP3 IL7 INTS11 IREB2 ITGB1BP2 KRT34 LARGE1 LGALS1 LGALS8 LGALS9B LMBRD1 LUC7L3 MAGEA11 MAPK6 MDH2 MEIS3 MEPCE METTL6 MFSD1 MRPL11 MRPL48 MSH3 MSL1 MT3 NAA40 NAMPT NCLN NCOA2 NDUFS2 NELFA NET1 NEU2 NFE2L2 NKAIN1 NOG NOP10 NOP9 NPDC1 NPLOC4 OCEL1 PEX19 PGPEP1 PIP5K1C PLA2G15 PNPLA8 PPIF PRDM5 PRKAG1 PRXL2A PSMB2 PSME3IP1 PTGES PTPRJ QRSL1 RAB5B RABGGTA RAP1A RBP3 RBX1 RNF2 RNF34 RPLP1 SASH3 SDHC SEL1L SEPTIN7 SERTAD1 SERTAD3 SH3BGR SIGMAR1 SLAMF8 SLC37A2 SLC39A11 SLC40A1 SLC7A1 SLF2 SMPDL3A SNX15 SOCS1 SOCS6 SPC25 SPCS1 SPEN SQOR SRFBP1 SRR ST6GALNAC6 STAT2 STIP1 STX19 SWSAP1 TAF13 TFPI TG TLE5 TMEM192 TMEM38B TNFRSF1A TRIM32 TSNAX TXNDC5 UBA1 UBE2E3 UBN1 UBXN8 UMOD UNC119 VRK2 WASF3 WDR20 WDR81 WEE1 WNT2B YWHAH ZDHHC20 ZNF235 ZNF436 ZNF574 ZWILCH ZYG11B GSE17721_CTRL_VS_POLYIC_24H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_POLYIC_24H_BMDC_DN ABR ACTN1 ADGRG1 AGFG1 AGR3 AIG1 ALPK2 ANXA5 AP1G2 APOBEC2 ARF4 ARFRP1 ATAD2B BASP1 BCL2L14 BFAR BHLHE41 BLOC1S4 BLOC1S6 BST2 C1orf52 CAMK2D CAV1 CCDC71L CCL1 CCL5 CCNT1 CCT7 CD209 CD47 CD82 CD83 CDH1 CEP350 CHD1 CLDN14 CMTR1 COL4A3 COPS5 CSPG4 CST3 CUEDC1 CWH43 CX3CL1 DCAKD DCTN4 DDA1 DDIT3 DDX4 DLGAP4 DNAJB1 DPCD EFNA4 ELAPOR1 ELOF1 EMC7 ERGIC2 ESD FABP7 FBXW11 FER FGF7 FGL2 FRRS1 G3BP2 GCH1 GCLC GDE1 GDF15 GK2 GNG11 GRB2 GSDME GTF2IRD2 GTPBP1 HK2 HNRNPD HPS4 HSD17B13 HTR2B IFT57 IL6ST INHBA JAG2 JAK2 KCNA6 KCNH7 KEAP1 KIN KLHL22 KLRK1 KRT18 KRTCAP2 KTN1 KYAT3 LAP3 LARP4B LCT LHX2 LIPF LMO4 M1AP MAGI2 MBD6 MC1R MDFIC MECP2 MIOX MMP17 MSLN MTMR14 MTMR7 MX2 MYOG MYORG N4BP1 NCOR1 NEU3 NFKBIA NR5A2 NUB1 NUDT3 NUP88 NUPR1 PAWR PDK3 PDLIM4 PIP5KL1 PLEKHG2 PLIN3 PML POLB POU3F3 PPDPF PPP1R15A PRDX1 PSMA4 PSMC2 PSME3 PSME3IP1 PTGES PTPN6 PTX3 RABL6 RAD23A RAD51B RANBP1 RBM42 RBM47 RBP7 RGL1 RIPK2 RLN1 RNF149 RNF208 RNF214 RNH1 SAP30 SDHAF1 SECISBP2 SFT2D2 SLAMF8 SLC28A2 SLC29A3 SLC39A1 SLFN12L SMOC1 SPAG7 SPEN SPRR2F SPRTN SPTLC2 STARD3 STXBP1 TAB2 TEK TENT2 TGFA TGM2 TIMM50 TIMP1 TM2D3 TM4SF4 TMEM131 TNF TPBG TRIM41 TSPAN13 TSPAN33 TTC39C UGP2 USP25 VAMP8 VTN WASHC4 ZC3H18 ZEB1 ZNG1B ZNHIT2 ZSCAN22 GSE17721_CTRL_VS_POLYIC_24H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_POLYIC_24H_BMDC_UP AAAS ABCG2 ABI1 ACLY ACOT13 ADCY2 ADCY8 ADK AHCTF1 AIFM1 AKR1B1 ALDOA ANLN ANXA6 APBB1IP ARHGAP17 ARHGAP6 ARHGDIB ARID4B ARPC1A ASCC1 ASGR2 ATP5ME ATRAID BACH2 BCAP29 BCL2L11 BEX3 C12orf4 C19orf48P CA12 CASP6 CCNA2 CCNB2 CD177 CD300C CD81 CEACAM21 CENPQ CHURC1 CIITA CISD1 CLEC4F CLNS1A COX16 CPE CPPED1 CREB3L3 CROT CRYZ CTSA CUL4B DAG1 DLD DNM3 EBP EDEM3 EEF1AKMT1 EFL1 ELOVL5 ELOVL6 EMC2 ENPP1 ERMP1 FAF1 FAM111A FANCG FKBP9 FLNA FUCA2 GCG GSR GSTO1 GTF2B HADH HAS3 HAUS4 HDAC6 HEATR5B HERC4 HGSNAT HPRT1 HSCB HTR1D IFT80 IPPK KBTBD2 KCNK13 KHK KIAA1143 KIF13A KLHL9 KRT10 LIMD2 LTBR LTC4S LZTR1 MAP3K12 MATR3 MCEE MCUB MEF2A MEPCE MINDY1 MIX23 MRPL48 MRPL51 MUC1 MYL12B MYO5A MYOZ1 NDUFB2 NDUFV2 NEDD8 NEFH NEK7 NHLH1 NSMF NTHL1 NUCB1 NUCB2 OGG1 OMD PALD1 PARK7 PDCL PDK4 PDYN PES1 PFN1 PHPT1 PIK3C2A PIMREG PIP4K2A PNO1 POGLUT2 POU6F1 PPP1CC PPP1R18 PRKAG1 PRKCH PRKRA QRSL1 RAB7A RARG RARS2 RCSD1 RFC1 RGS10 RHBDD3 RNASE4 RNF187 RPL13 RPL28 RPL31 RPL41 RPL6 RPLP1 RPS15A S100A1 SCAMP1 SCN2A SETDB1 SKP1 SLC35A5 SLC39A4 SLC47A1 SLF1 SMC3 SMPDL3A SOX4 SPSB2 SQLE SRF SSR4 STIM1 SUPT4H1 TALDO1 TCEAL9 TESK2 TMEM147 TMEM242 TMEM38B TMEM50B TNFAIP8 TOMM20 TP53INP2 TPK1 TSHZ1 UBXN8 UCP2 UNC5C WBP11 XBP1 XPC YAE1 ZC3H14 ZDHHC6 ZIC4 GSE17721_CTRL_VS_POLYIC_2H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_POLYIC_2H_BMDC_DN AACS ABCC1 ABCF2 ADAMTS8 ADH7 ADRB3 ADRM1 AKNA ANKRD2 ANKRD33 APOA2 AREG ARID5B ASB12 ATF6 ATG9B BATF3 BCAM BCLAF1 BLOC1S4 BMP15 BRD2 C5AR1 CCDC71L CCNB2 CCRL2 CCT6A CD14 CDKN1A CENPF CES1 CFLAR CHADL CHKA CHMP3 CHRNA2 CLCF1 CLINT1 CLYBL COPG1 CPD CPSF4 CRBN CRLF3 CRTC2 CSF1 CST7 CXCL11 CXCL13 DAPK1 DLX2 DVL3 DYRK1B EGR3 ELF2 ELL2 ENDOD1 ENKD1 EREG FABP6 FAM98C FDFT1 FIGN FOXB1 GABRD GCH1 GDPD1 GHRL GINM1 GJD2 GLYCTK GNA13 GPANK1 GPR84 GRAMD1A GRIA2 GSR GSTZ1 GTF2E2 HACE1 HBA2 HCAR2 HES2 ICAM1 ID2 IER2 IER5 IFIT1B IK ILK INHBA JARID2 JMJD6 JUNB KCNH2 KICS2 KIF1A KLF1 KLHL25 KLK4 KRTAP13-2 LDHC LUC7L3 MARCKSL1 MARK3 MARK4 MC1R MED25 MEIS3 MIDN MIS12 MRPL4 MTMR7 MYH7 MYO5A NCK1 NEDD1 NINJ1 NMT1 NOP58 NPR2 NSDHL NUP58 NUPR1 OTOR P2RY2 PACRG PCDHAC1 PCNX1 PELI1 PENK PIBF1 PINK1 PLAA PLK4 PPBP PPP1R15A PRDM1 PROM2 PRRX2 PTX3 PXMP2 PYGM RAB30 RAI14 RANBP10 RANBP3 RASA2 RASAL2 REM1 RIPK1 RNF111 RNF208 RNGTT RRH RTN1 RUFY3 SCCPDH SHROOM3 SLC22A8 SNTB1 SOCS2 SOCS4 SORCS1 SPATA13 ST6GALNAC4 SUCO SYF2 TAB2 TAF7 TAMALIN TBX4 TEX43 TGFB2 THNSL2 TLNRD1 TM6SF2 TNFAIP6 TPBG TPR TRPM5 TSC1 TSGA13 TTBK2 TUT1 UBE3A UBXN2A UGT8 VCP VTI1A WNT7B YRDC ZBTB7A ZC3H7A ZFP57 ZMYM5 ZNF146 ZNF280D ZNF436 ZNF771 GSE17721_CTRL_VS_POLYIC_2H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_POLYIC_2H_BMDC_UP ABCB8 ABTB1 ACADSB ACOT11 ADIPOR2 AHCYL1 AIMP1 AKT2 ALDOA AP1B1 ARHGAP21 ASCC1 ATF5 ATP5PF ATP8B3 ATXN7L3 B3GNTL1 BACH2 BDH1 BLOC1S5 BNIP3L C16orf89 C19orf48P CAP2 CASP1 CCDC137 CCN3 CDC16 CHCHD7 CHI3L1 CHRNA4 CHURC1 CLDN10 CLDN14 CLDN18 CLEC1B CLIC1 CNPY3 COA6 COG8 COMT CPT2 CRYZL1 CSTA CYBC1 DAD1 DBNL DCXR DDX39A DDX4 DHFR DIP2B DMAC1 DNAJB8 DPH2 DUSP6 ENTREP3 ERMP1 EXT2 FABP3 FAF1 FBL FBXO9 FGB FGF1 FLT3LG FSCN3 GALNS GBA1 GCNT1 GDNF GHRH GJB5 GKN2 GLO1 GNL1 GUK1 HADH HAS2 HDAC1 HELZ2 HIGD2A HPCAL1 HPRT1 HSPA5 IARS1 IL10RB IVD JPH3 KDM1A KIAA1191 KLF16 KLHL22 LENEP LPGAT1 LRRC41 LSM1 LYST MAOA MCRIP1 MED20 MEN1 MKNK2 MOCS2 MRAS MRM2 MTX1 MVK MYL12B NCOA1 NDUFAB1 NEPRO NFYB NKG7 NONO NOTCH3 NPY NR1D2 NSUN4 NT5M NTSR2 NUCB1 OR2C1 OXR1 P2RY1 PAPPA PHLDB2 PIGK PLCL2 PLEKHB2 PLEKHF1 PRELID3B PRPSAP1 PTPN21 PTS PURG PUS7 QRSL1 RAP1A RARS1 RASAL1 RASSF3 REEP6 RETREG1 REXO2 RHBDD3 RMDN3 RNF187 RPP40 RUNX2 S100A1 SART3 SCRT1 SELPLG SH3RF1 SIPA1 SLAMF6 SLC12A1 SLC19A1 SLC22A5 SLC25A45 SLC39A13 SLC46A2 SLC5A8 SNCAIP SNRNP40 SP1 SPHK2 SREK1IP1 STK17B SYT17 TCF25 TCF3 TEX56P THRAP3 TIMM10B TIMMDC1 TK1 TK2 TLR8 TMEM151B TMEM37 TRAPPC12 TRIM25 TRIM34 TTC3 TTC7B TUBB UBA1 UMOD UPK1A USP10 USP26 WFDC2 XPOT YWHAQ ZBTB45 ZFP64 ZFR GSE17721_CTRL_VS_POLYIC_4H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_POLYIC_4H_BMDC_DN ABCC8 ABR ADAP2 ADGRG1 ADHFE1 AGTRAP ARL14EP ASB3 ATF3 ATP10A BEST2 BHLHA15 BLOC1S6 C11orf68 C19orf12 CAPZA2 CARHSP1 CASP4 CAV1 CBLN1 CBS CCDC71L CCL2 CCNL1 CD27 CD38 CD82 CDH3 CDKN1A CEBPD CHD1 CHST15 CLCN1 CLDND1 CLEC5A CMTM6 CNMD COL4A2 CRLF3 CSF3R CWC15 CXCL9 DAB2 DENND2D DGAT2 DHX58 DOP1B DTX2 DUSP2 EBNA1BP2 EHD1 ELL2 EMID1 ENDOD1 EPSTI1 ETNK1 ETS2 EXOC6 EYA1 FABP3 FBLN5 FBXW11 FGF4 FLG FLNB FMOD FNBP4 FUNDC2 G3BP2 GBP2 GCH1 GLCCI1 GNAT2 GSAP GTPBP2 H2AC25 HCAR2 HCN2 HELZ2 HNRNPUL1 HOOK2 HTR5A HTRA2 IFNAR1 IKBIP IL18BP IL18RAP IL1RN IRF8 IRGM KCMF1 KCND2 KDR KLRK1 KPTN LCN8 LRRC41 MAP3K12 MAPKAPK2 MEP1B MID1 MITD1 MITF MOB1B MRPL21 MS4A6A MSL2 MTMR14 MYH1 MYO1D N4BP1 NAMPT NEU3 NEURL1 NHERF4 NIF3L1 NPR1 NPY1R NR2F1 NR3C1 NUB1 NUDT9 NUPR1 OSTF1 PAG1 PALLD PARP12 PARP3 PARP4 PCNX1 PDE4B PDK3 PEX13 PEX26 PIK3AP1 PLEKHN1 PLPP1 PPP1R15A PPP2R5A PROCR PSMA4 PSMB9 PTGS2 RAB8B RBM43 ROR2 RSAD2 SAMD10 SCHIP1 SERPINB2 SERTAD1 SFTPA1 SFXN4 SHMT1 SHROOM1 SIK1 SLAMF8 SLC17A1 SLC26A1 SLC30A3 SLC38A5 SLC39A1 SMC5 SOS1 SPRYD7 SSTR1 STAB2 STARD3 STARD5 STAU1 STX1A SUZ12 TAB2 TAP1 TBK1 TDRD7 TMEM106A TMEM266 TNFSF9 TRIM34 TSC22D1 TTC39C TXNIP UNK UPP1 USP25 VCAN VCL VSTM2B WASHC4 WDR86 XRN1 YTHDC1 ZC3H12C ZIM3 ZNF296 ZNF354C ZNF689 ZNFX1 ZNRF1 GSE17721_CTRL_VS_POLYIC_4H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_POLYIC_4H_BMDC_UP AAAS ABTB1 ACADVL ACOT13 ADIPOR2 ADRA1A ANKRD28 ANLN AP2S1 ARFRP1 ARMC6 ATP5F1B BAZ2A BDH1 BICD2 BPIFA2 BRCC3 C15orf40 C19orf53 C1orf174 CAPN15 CAPN7 CAPRIN1 CCDC127 CCDC137 CCER1 CCNI CCT5 CCT8 CD48 CDIP1 CISD1 CLCN6 CNOT9 COPS5 CPT2 CRK CROT CSTB CXorf38 CYRIB DAD1 DCAF12 DDX39A DHX30 DIP2B DNAJB2 DNAJB9 DNLZ DPH2 DUSP19 ECH1 EFL1 ELMO2 ELOF1 EML5 ERCC8 ESCO1 F8A1 FAM118B FAM76A FAM98A FBXO33 FDFT1 FDPS FKBP11 FMO1 FUOM GALC GIT1 GLMP GLO1 GPR146 GPX4 GTF3C1 HAUS4 HAUS8 HIP1 HNRNPLL HPF1 HSPA4 IMPA2 IMPACT INTS14 IQGAP3 KIF1C KIFC1 KLHDC4 KLHL9 LCLAT1 LEPROT LRP6 LSM3 MANBA MAPK3 MBD3 MCM3 MCM7 MED29 MED7 METTL3 MKNK2 MLH1 MPP3 MRM1 MRPL44 MRPL47 MSH6 MSL3 MTAP MTFMT N4BP3 NAA40 NATD1 NCAPH NDUFS7 NEAT1 NEDD1 NEDD8 NFATC1 NGB NUCKS1 OGFOD2 OPA3 OSBPL2 OXR1 PACC1 PARK7 PCNA PDCL PDXK PER3 PEX2 PIGC PIGS PLS3 POC5 PPP1CC PRKAG1 PRPF3 PSMC4 PTDSS2 PTK6 PTP4A2 PTPN1 PTPN18 QDPR QRSL1 QTRT1 RABAC1 RAMP1 RAP1A RAP1GAP RASSF5 RBX1 RDH14 RETREG1 RFX1 RFX2 RGS19 RNF38 RNF7 RPA2 RRM2 RTCB SAMD4A SCML2 SIRT3 SLC23A3 SLC25A13 SLC25A46 SLC2A1 SLC40A1 SMC3 SPEF1 SPRYD4 SRSF9 SSU72 STAU2 STK40 SVIL TACR3 TADA2A TANGO2 TCF25 TFRC THRAP3 TIMM8A TIMM9 TMEM208 TMEM242 TMLHE TNFRSF21 TOP1MT TRMT10A TSR1 TUBA1A TUBGCP2 TULP4 UBE2N GSE17721_CTRL_VS_POLYIC_6H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_POLYIC_6H_BMDC_DN ACVR1 AGTRAP ALPK2 AP1AR APOD APPBP2 ARF6 ARHGAP6 ARHGEF3 ARID5B ARMCX1 ASB6 ASGR2 ASNS ATAD1 B3GAT1 BCKDHB BFSP1 BRINP1 C18orf21 C3orf52 CAB39L CACNA1H CALCR CALCRL CAV1 CCDC6 CCNL1 CD300LF CD47 CEP350 CHIC2 CHTOP CLASP2 CLCF1 CLCNKA CLIP1 CLK3 COX17 CPSF2 CPSF4L CRABP2 CRBN CRISP2 CRYM CTRL DBR1 DDHD1 DDX4 DMTF1 DSCAM DUSP2 ECE2 EHD1 EIF2S1 ELF3 ELMO1 EPHA1 EPSTI1 ETS2 FABP3 FASLG FBRS FBXW7 FKBP1A FRMD6 FRYL FST G3BP2 GBP2 GBP4 GCA GFRA4 GK GNA13 GNG11 GRHL2 GTPBP1 HACE1 HELZ2 HOMER1 HOXB9 ICOSLG IDS IFT172 IGSF9 IL10RA IRF8 IRGM ISOC1 ITGB3 JAM3 KAT2B KCNA6 KCTD4 KEAP1 KRT1 KTN1 LCAT LPP LTA LZTFL1 LZTS2 MAL MAPK6 MAPKAP1 MAPKAPK2 MARK4 MBD2 MCMBP MMP14 MRPS28 MT2A MTDH MTFR2 MTMR7 MTPN MUTYH MZF1 NAE1 NAMPT NANOG NECAB3 NKG7 NOS2 NRG3 NTSR2 NUB1 OAF OAS2 OLR1 P2RY14 PAFAH1B2 PALLD PARP4 PDSS1 PDZK1IP1 PEX13 PGLYRP1 PHC2 PIGF PLAGL2 PLEKHF2 PLG POMC PPIG PPP2R5A PRKCD PRPF38B PSAPL1 PTGES PTPN23 RAD23A RALGDS RAP2A RILPL1 RNF114 ROBO1 RPS6KA4 SCAMP1 SELENOV SEMA3C SERPINA3 SERPINB11 SFMBT2 SH3TC1 SLC13A1 SLC8A1 SNX2 SOD2 STARD5 STEAP1 STXBP1 STXBP3 SYF2 TAFA5 TAL1 TAS1R1 TBX18 TIMELESS TKFC TMEM106A TMEM243 TMEM47 TPR TRA2B TRMT10A TSPAN33 TSTD1 TYK2 U2SURP UGGT2 USP25 VDR VRK2 WBP4 WDR43 XCR1 YARS1 GSE17721_CTRL_VS_POLYIC_6H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_POLYIC_6H_BMDC_UP ADRB2 AGGF1 AIRN AKR1C3 ALDH3A2 ALDOA ANP32B AP3B2 APLF ARHGAP39 ARHGDIB ARPC1A ARRB1 ASF1B ATG12 ATP6V1C1 BCAP29 BCAP31 BSG C1QC CA1 CAPZA1 CASP6 CCNA2 CCNI CCT5 CD48 CDK2 CETN2 CLIC1 CLPTM1L COMMD6 CUTA CYBB DDX41 DMAC1 DNAJB2 DNASE2B DPH7 EBP ECH1 ECHDC1 EIF3F EIF3H ELOVL6 EMC2 ENTREP3 EVI5 FAM111A FAM91A1 FFAR2 FRAT2 FTSJ1 FUOM GALC GALNS GCLM GUSB H2BC5 HAAO HCFC1 HCFC1R1 HEBP1 HIGD2A HMGCS1 HNRNPU IER2 IL6ST IMP3 IPPK IQSEC1 IVNS1ABP LAMTOR3 LMNB2 LYSMD3 LZTR1 MACROD1 MAN2B2 MCOLN1 MKNK2 MMD MPV17 MRPL51 MYRF NAGK NAT9 NDST1 NDUFA2 NDUFA7 NDUFB11 NEDD1 NEU1 NFAM1 NIFK NR1D2 NUCKS1 NUDT4 NUFIP1 NUMBL NUP85 OAZ2 ORMDL2 OSBP OTULIN PABPN1 PARVG PDCL PDE8A PDLIM2 PDXK PEX2 PGD PLA2G6 PLEKHG2 PLSCR3 PLXNB2 PSENEN PTCD3 QRSL1 RAB40C RABIF RAP1A RBBP7 RCC1L RDM1 RETREG2 REV3L RGS10 RNF149 RNH1 RP9 RPA2 RPL41 RPLP1 RPS15A RTCB SASH3 SC5D SCAF8 SEC16A SELENOM SFXN3 SH3BGR SIRT3 SKP1 SLC26A6 SLC39A4 SLF2 SLPI SOD1 SPATS2 SPC25 SPG21 SPHK2 SRF SRP68 SSR4 STARD4 STMP1 SUPT20H SUPT5H SWSAP1 TACR3 TAF10 TALDO1 TAX1BP3 TBC1D23 TBX21 TESK2 TLE2 TMEM141 TMEM179B TMEM203 TMEM50B TSPAN14 TTI1 UBAP1 UBE2I UBP1 UBR1 UBXN1 UFSP2 UQCRHL USF2 USP11 USP19 USP3 VOPP1 WASF2 WDR45 XPC ZDHHC6 ZFAND2A ZNF346 ZNF566 ZNF688 ZNF703 ZNF841 GSE17721_CTRL_VS_POLYIC_8H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_POLYIC_8H_BMDC_DN ACSS1 ACTN1 ADCY2 ADH7 ADORA1 ARPC5 ASB6 ATF7 ATP8B3 AXIN2 BCDIN3D BCL2L1 BFAR BLOC1S4 BLOC1S6 BNIP2 BST2 C11orf68 CA1 CACNA1D CAPN5 CAV1 CCDC6 CCDC9 CCL13 CCNE1 CCNJ CCNL1 CD70 CD79A CDH6 CGA CHD1 CLK3 CNMD COL9A1 CRBN CRK CRYM CSN2 CXCL9 CYTH1 DAB2 DDHD1 DDIT3 DDX4 DHX58 DUSP16 DYRK1A E2F8 EBI3 EDNRA EIF2S2 ENDOD1 EPSTI1 ETV3 F7 FBXW11 FGF18 FHL5 FLNC FOXD1 G3BP2 GALR3 GATAD2A GATAD2B GCA GCC1 GFPT1 GK GPN2 GTPBP2 HAT1 HDAC1 HINFP HK2 HMGA1 HOMER1 HSPA2 HSPB3 IDO2 IER3 IGSF8 IL10RB IL1RN INHBB IRGM ITGA4 ITPR1 JAK2 KEAP1 KITLG KLF5 KLRK1 KRTDAP LAP3 LGALS8 LMBR1L LMO4 LNX1 LRRC23 LRRN1 LZTFL1 M1AP MACROH2A1 MAGED2 MAP3K5 MAPK10 MCMBP MDFIC MELTF MEP1B MMP2 MOB4 MS4A6A MSLN MTFR2 NDP NOS2 NOTCH1 OCIAD1 OTC PADI3 PALLD PARD3B PARG PC PCDH8 PCDHB10 PDZK1 PHC2 PHOX2A PKDCC PLAC8 PLAGL2 PLCG1 PML POLR3F PPP1R15B PRKD1 PROCR PSMB8 PTPN6 PTPRE RANBP1 RBM43 RBM8A RGL1 RHOG RND3 RNF17 RPAP1 RYR2 SAP30 SELENOW SERPINB9 SERTAD1 SGCA SH3BP1 SH3TC1 SLAMF9 SLC12A9 SLC26A2 SLC28A2 SLC31A1 SLC47A1 SLC6A4 SLC6A8 SLTM SNX16 SPRYD7 SRPK3 STARD3 STAT5A STK31 STXBP3 TACR2 TBC1D13 TBL1X TIMP1 TMEM106A TMEM39A TRIB2 TRIM25 TRIM34 TSPAN10 TSSK2 TTYH2 TUBG2 TYK2 USP15 VAMP8 VCL VPS72 VRK2 WDR54 WNK4 ZBTB7A ZNF318 GSE17721_CTRL_VS_POLYIC_8H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_CTRL_VS_POLYIC_8H_BMDC_UP ACADVL ACAT1 ACKR1 ACRBP ACTR1B ACTR6 ADAM15 ADRB2 AKAP8 ANKRD54 ANLN APIP ARHGDIB ARPC1A ASF1B ASGR2 ATP2A1 ATP5F1A ATP5IF1 ATP5MC3 BATF BCAM BCAP29 BCAP31 BHLHE22 C1QBP C1QC CCDC167 CCNA2 CCR2 CCT8 CD81 CDK5 CDKAL1 CENPB CERS2 CERS5 CETN2 CLEC6A CLIC1 CLNS1A COA6 CROT CTSA CUEDC2 CUTA CXCR4 CYP4F3 DDX41 DHX15 DHX16 DIDO1 DMAC1 DNAJC9 EIF3F FAM162A FAU FTSJ1 FUOM GADD45GIP1 GAS2 GCLM GDE1 GLMP GNPNAT1 GTF3C2 HAUS4 HLA-DMA HNRNPL HOXA1 ICE2 IFI30 IL6R IPO4 KCNK13 LDLR LEPROT LIMK1 LSM3 LSM4 LTBP3 MAP4K4 MBP MDH1 MED22 METTL18 MGAT2 MKNK2 MMP12 MPHOSPH9 MRAS MRPL3 MRPS2 MTTP MYL6 NABP2 NCAPH NCBP1 NCOR2 NDUFA11 NDUFA13 NDUFAB1 NEDD8 NFIL3 NHP2 NLK NME3 NOLC1 NSMF NUCB1 NUFIP1 OAZ2 ODC1 OPN3 ORMDL2 OSBPL2 PAG1 PCNX3 PDE1C PDXK PEPD PGD PIP4K2A PNO1 POFUT2 POLR1E PRKAG1 PRPS2 PTDSS2 PTH1R PUM3 PWP2 QRSL1 RAD17 RAMP1 RARS2 RASSF2 RERE RETREG2 REXO2 RGL2 RGS19 RNASE4 RNF5 RNF7 RPL12 RPL30 RPLP1 RPS15A RTCB RXRB S100A1 SAE1 SASH3 SCD SCEL SDHAF2 SEC16A SELENON SELENOP SESN1 SFXN3 SLF2 SMIM14 SNX15 SPTLC1 SSR4 STK16 STMP1 SYPL1 TARDBP TAX1BP3 TCN2 TECR TESK2 TF TIA1 TIMM8A TMEM101 TMEM208 TMEM216 TMUB2 TNRC6B TRIM39 TRIM59 TRMT1 TTI1 TUBB2B UBXN1 UFSP2 VCP VDAC1 WDR45 XBP1 XPOT YWHAH ZFAND1 ZFAND2A ZNF287 GSE17721_LPS_VS_CPG_0.5H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_CPG_0.5H_BMDC_DN ACP5 ADIG AHCYL1 AHCYL2 AIF1 AKAP1 AMMECR1 ANKRD46 ARL2 ARL6IP1 ASAH1 ATF7IP2 AXIN1 B4GALNT2 BCAS2 BCL11B BTG1 C18orf32 C5orf24 CABP5 CAMSAP1 CARD14 CASR CBX6 CBY2 CCDC82 CCL17 CDC25C CELA1 CHM CHRNA5 CHRNB4 CLEC7A CMKLR1 COL11A2 COL4A6 COPS5 COQ8B CPA5 CPLX4 CRIP1 CRMP1 CSMD1 CTSB CUTA DCAF8 DGCR8 DHRS3 DLX1 DNAJB6 DOC2B DOK4 DOLPP1 ECSIT ELK1 EMC9 ENG ERBIN EXTL2 F2RL2 FAM20B FAM83F FASTKD5 FBXO15 FBXW12 FCGR3A FGFRL1 FMO4 FOXA2 FPR3 GBP6 GFRA3 GJB3 GLYAT GPRC5B GRIN3B GZMK HAUS4 HELQ HEMK1 HOXB1 HPD HSPA1L ICAM5 IFI27L2 IFIT2 IFT22 IQCC IQGAP2 IRAG1 KCNK13 KIF18A KLHL11 KRT34 LAMP2 LAMTOR4 LEP LYRM1 LYSMD3 MAL2 MCFD2 MDFIC MLXIPL MPC1 MPEG1 MRPL11 MS4A2 MS4A7 MYF5 MYH14 MYL4 MYOC MYOZ3 NCBP3 NEK8 NFXL1 NHSL2 NMUR1 NRIP3 OR13J1 OR5D18 OSCAR PALS1 PDCD6 PGAM1 PHF7 PLA1A PLCB4 PNPO POLE3 PORCN PPP6R3 PRCP PRKD1 PRR13 PRSS35 PSENEN PSMB1 PTRH2 RAB1A RAB3B RBM3 RBM39 RBMS2 RCOR3 RHOBTB2 RHPN2 RPL11 RPS6KA3 RWDD2B SCML4 SDHAF2 SEC22A SEC22B SEC62 SENP3 SEPTIN2 SF1 SH3GL2 SLC15A3 SLC22A12 SMC3 SNX10 SNX20 SOX5 SPP1 SPPL2A STAM2 STAT5A SUOX SYNPR TBATA TEX43 TGFBR1 THBS3 THUMPD1 TIMP4 TLR6 TMEM106B TMEM165 TMEM45B TMUB1 TOR1AIP2 TPD52 TSPAN4 TSPAN5 TUSC3 U2SURP ULK1 USP17L2 VIL1 XCR1 YJU2B YWHAZ ZBP1 ZIM3 ZNF146 ZNF565 ZNF7 ZYG11A GSE17721_LPS_VS_CPG_0.5H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_CPG_0.5H_BMDC_UP ABCD1 ACADS ACOT7 ADCY4 ADCY9 ADNP2 ADRM1 AIFM1 AKTIP ALAD ALDH1A2 ANAPC16 ANKRD13C AP5S1 ARHGDIG ASB4 ATXN2 BACE1 BCL11A BLTP3A BRDT BSCL2 C6orf136 CARD19 CARTPT CAVIN4 CD6 CD99L2 CEACAM21 CHCHD10 CLASP1 CLCNKA COL10A1 COPS7B CRLF2 CS DAB2IP DDX18 DDX49 DDX59 DEPTOR DGKA DMAP1 DNAJC1 DNAJC14 EEF1G ERF ETFRF1 FAAP20 FAM149B1 FASTKD2 FBXL15 FBXL20 FKBP10 FSHR GET4 GGCX GIT1 GNL3 GPANK1 GPATCH4 GPR19 GSC GTF2H4 HHAT HHEX HLA-E HNRNPC HNRNPD HSD17B4 HSPB2 IARS1 IFI30 IKBKB IKBKG IMPDH2 INCENP JOSD2 KLHDC3 KPNA2 LETM1 LLGL1 LRBA LSM4 LSS MAGIX MAML1 MARCHF5 MARK4 METAP1D METTL3 MINDY3 MRPL4 MRTFA MTCH2 MTHFD1 MTX1 MUSK MYL12B NCDN NCOR1 NDUFB4 NELFB NGDN OSR2 PAPSS1 PARD3 PCDH20 PCDHB1 PENK PEX6 PNO1 POLDIP3 POLR2B PPIC PQBP1 PRKAB1 PROZ PRPF40B PRSS16 PSD PTPN5 PTPRF RAD17 RASGRF1 RBM28 RBMXL1 RCAN3 RDH5 RECK RFXAP RHBDL3 RIMKLB RIN1 RMND5B RNF183 RNF25 RNF26 RPA1 RPL23 RPLP0 RRAGD RTN1 SACM1L SATB1 SEPTIN6 SERPINB6 SKP1 SLA SLC25A39 SLC26A6 SLC27A2 SLC35A1 SLC38A2 SLC7A10 SLC7A13 SLX9 SMC6 SNRPB SOS2 SPHK2 ST6GALNAC4 ST8SIA1 TAF10 TANK TBC1D14 TBX18 TESK2 TESMIN TEX15 TFIP11 TGM2 THSD1 TIMM44 TKT TMEM131 TNFSF11 TNIP1 TOP1MT TPRA1 TRNT1 TSC1 TTK TTLL1 TWF1 UBXN2A UQCRC2 VEGFC WDR62 WDTC1 ZBTB21 ZFHX3 ZFHX4 ZNF281 ZNF518B ZNF598 ZNF704 ZNF768 GSE17721_LPS_VS_CPG_12H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_CPG_12H_BMDC_DN ABCB6 ABCC6 ACSM3 ACSS2 ADGRE5 ADSL AIFM1 AKIRIN1 ALYREF ANGPTL2 ANKH ANKRA2 AP1S2 ARMCX3 ASB12 ASPH B4GALT6 BAD BPNT1 C3AR1 CALML4 CAMK2A CCDC65 CD22 CD48 CD53 CD68 CD72 CD9 CD93 CHCHD1 CHCHD3 CHKB CLDN11 CLEC6A CMTM3 COMT CRISP3 CSF1R CSRP3 CXCL3 CYB5R1 CYP11B2 DAP3 DDIT3 DMBX1 DNER DOC2A EDN1 EEF1E1 EGR1 EHHADH EMC7 ENC1 EPCAM EPHA4 EPM2AIP1 ETS1 ETS2 EVI2A FAM181B FBXO21 FDPS FKBP1B FOXP1 GAB1 GALK2 GLIPR1 GPRC5B GREM2 GRIA1 H2AX HCCS HEY2 HJURP HNF1A HPF1 HSPD1 IDH2 IDH3B IGF2BP2 IGHM IL36G KAZALD1 KCNK13 LAMTOR1 LCP2 LGR5 LIPA LMO2 LOXL2 LPL LSM14A LTA4H LYSMD3 MARCO MED8 MEF2A MET MFGE8 MIP MPC2 MPHOSPH10 MSR1 MYC MYL1 NAB2 NAPA NDEL1 NEDD4 NFAM1 NFE2L2 NICN1 NLGN1 NRG4 NRP1 NSDHL NSMF OR51B4 OTULINL P2RY6 PAPOLA PBDC1 PCK2 PDXP PEA15 PIK3R1 PILRA PLAUR PLPBP PMP22 POF1B POLDIP2 POLR1A PPFIBP2 PRKD1 PSEN2 PTPN9 PWP1 RAB31 RAD51 RAI14 RAP1A RENBP RHBDD3 RPL11 RPL19 RPL24 SCMH1 SDC2 SDHAF2 SELENOP SIDT1 SLC25A3 SLC25A6 SLC35A4 SLC45A2 SLC7A7 SLC9B2 SNX1 SORBS3 SP3 SST ST6GALNAC2 STK32C SUSD6 TAF9 TBC1D23 TBRG4 TFAP2A TFPI TGM2 THOC1 TIMM10 TINAGL1 TLR8 TM6SF1 TMA7 TNF TNNT2 TOM1 TOP2B TRAPPC2 TRAPPC2B TRDN TRMT112 TSLP TSPAN14 TYMS UAP1L1 UBA3 UBE2C VPS35 WDR12 WFS1 WNT6 YEATS4 ZC3H12C ZDHHC6 ZFYVE21 GSE17721_LPS_VS_CPG_12H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_CPG_12H_BMDC_UP ABCA2 ACOD1 ACTB ACYP2 AHCYL2 AK4 ALDH1A2 ANAPC13 APC APOA2 APOOL AQP8 ARF5 ARFGEF1 ARID5A BAG3 BAP1 BATF2 BIRC2 BLTP1 BMI1 BRD4 C8orf33 CACNB4 CAPRIN1 CASP4 CD80 CD83 CD86 CDKN1B CHAC2 CMPK1 COMMD7 COPS7A COX4I1 CPNE2 CPNE3 CRBN CSF1 CXCL10 CXCL9 DCAF5 DCTN3 DDB2 DENND5A DNAJA2 DOK1 DOLK ECE1 ELOC EPS8L2 ERBIN EXOC7 F13B FAAP20 FAM20B FCHO1 FEM1B FHOD3 FOXJ3 FRYL GAD2 GALNT10 GBP6 GFI1 GLCCI1 GPATCH8 GRAMD4 GRINA GUCD1 GUK1 GYPC H6PD HDAC1 HELZ2 HEMK1 HMGN3 HMGXB4 HNF4G HOXA11 HSPA1B IFIT2 IFIT3 IL15 IL15RA IL1RN IL21R IL23A IL7R INSL6 ISOC1 ITGA2B ITGA4 KEAP1 KIF16B KLHL36 KRT12 LAPTM4B LRP4 LRRC8C LTA LZTR1 MACROH2A1 MAN2A1 MEP1A MISP MNX1 MOV10 MPP2 MSANTD3 MTRES1 NCOA3 NDUFS3 NECTIN2 NRIP1 NT5C3A OGFR PDIA5 PDLIM5 PENK PFKP PHC2 PLAC8 PLAGL2 PLAT PML POLB POLR2G PON3 PRPF38A PSIP1 PTEN PTK6 PXMP2 RAB21 RAB22A RB1 RO60 RREB1 RTF2 SAMHD1 SAMSN1 SEC24B SEC24D SEH1L SELENOK SERPINB9 SERPINE1 SF3A1 SGTB SIX1 SLC1A2 SLC38A5 SLC6A4 SLCO3A1 SNX10 SOX11 SP110 SPAG4 STING1 STRA8 SYN1 TAOK1 TAPBPL TBXA2R TCF4 TENT2 TGFBR2 TIMELESS TIMP1 TLR3 TMEM243 TMEM30A TMEM63B TMTC4 TNFSF10 TNFSF8 TOMM70 TPST1 TPX2 TRIM21 TRRAP TSHZ1 TSPAN33 UAP1 UBE2R2 UBL5 UPP1 UQCC3 URI1 USP48 VCAM1 VIPR2 VWA5A WDFY1 WDPCP YTHDF1 ZNF574 ZNHIT1 GSE17721_LPS_VS_CPG_16H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_CPG_16H_BMDC_DN ABCC1 ACACA ADD3 ADGRE1 AHCYL1 AK1 ALAS1 ALDH7A1 AMH AP2A2 APOH ARHGAP29 ASB17 ASNSD1 ATG7 BICC1 BRIX1 BRPF1 BTBD1 C19orf73 C3AR1 CACNA2D1 CCDC80 CCT7 CD93 CDR2 CELSR1 CENPK CENPN CLIC3 CLK2 CNN1 CNTN1 CNTNAP2 COL14A1 COQ10A COQ4 CREG1 CRELD1 CXCL6 CYB5B CYP51A1 DAP3 DICER1 DNA2 DNAJB8 DPAGT1 DPP7 DUSP3 ECHDC2 EFHD1 EGFL7 EML3 ESRRB FADS1 FANK1 FHL2 FIBIN FSHR G3BP1 GAPDHS GDAP1L1 GFI1B GJA4 GNA15 GNG2 GNL3 GRB14 GRHPR GRK5 GUCY1A1 HBB HCN2 HNRNPK HOXD10 HTATSF1 IL31RA INCA1 KCNA5 KCTD12 KIAA1217 KIF20A LARP7 LGALS3 LGMN LMNA LTF MAGED1 MAN1A1 MED17 MFGE8 MFSD6L MIB1 MICAL1 MMD2 MMUT MRPL40 MS4A10 MSL1 MYO1B NAA38 NCAPG2 NCR1 NDUFAF7 NDUFB8 NEK2 NHERF2 NIBAN2 NOP10 NSMF NUDCD3 NUP210 NUTF2 OMD OSBPL5 PABPC4 PBK PHF10 PIGO PITRM1 PKP1 PLA2G4F PLGRKT PLK1 PLRG1 PPIC PPL PPP1R37 PRICKLE1 PRMT7 PRPF6 PRRX2 PTGR1 PYGL QTRT1 RAD54L RAP1A RBM5 RCBTB2 RITA1 RPA3 RPL19 RPS6KA3 RPTN RRM2 S100A9 SALL2 SCRIB SEL1L SENP3 SEPTIN6 SEPTIN7 SEPTIN8 SERP1 SETD6 SH2D1B SIDT2 SLAIN2 SLC27A2 SLC30A4 SLC35F5 SLC39A13 SLC5A11 SLK SNRPA SOWAHA SOX3 SPARCL1 SPN SSR1 ST3GAL2 STMN1 SYCN SYPL1 TARDBP TBC1D23 TCP1 TEX15 TFG THBS2 THYN1 TIMM8A TIRAP TM7SF3 TP53INP2 TPCN2 TRAF4 TRAM2 TXNIP UBE2A UBXN11 UCP1 UEVLD UGDH ULK2 VNN2 WBP2 ZNF467 ZNF808 ZNF821 GSE17721_LPS_VS_CPG_16H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_CPG_16H_BMDC_UP AAGAB AEBP2 AKR1B10 ALDH1A1 AMMECR1 AMOT AP3B2 ASB13 ATAD1 ATP10A ATP6V1G2 ATXN7L1 AUH BAG3 BATF2 BMI1 C19orf25 C1orf52 CABP5 CAPZA3 CARHSP1 CCDC127 CCL13 CD40 CDC34 CDKN1A CFLAR CGGBP1 CLBA1 COL4A2 COL4A5 CRBN CSF3R CXCL11 CXCL17 CYFIP2 CYP4B1 DNAH1 DNAJC12 DNAJC7 DOCK6 DPCD DPP3 DYNLT1 EDEM1 EIF2B2 EIF4H EMP1 EPN3 ERCC1 EYA4 F10 FABP4 FHOD3 FOXRED1 GBP7 GFI1 GOT1 GSAP HCRT HELZ2 HIVEP2 HLA-B HSP90AB1 IFIH1 IFNGR2 IFT172 IL15 IL7R IQGAP2 IRF7 ITGA4 KCNA4 KLF3 LAIR1 LAMA4 LAP3 LFNG LHB LRRC8A MAD2L1 MAN2A1 MANEAL MAP3K5 MAPK10 MAPKBP1 MARCHF5 MBD3L1 METTL23 MMP17 MOCS2 MPDU1 MPLKIP MRPL54 MRPS11 MSR1 MST1R MSX1 NCOA1 NDST2 NEUROG1 NKX2-1 NOS2 NR4A2 NTPCR NUDCD1 NUDT13 NUDT19 NUP133 NUS1 NXN OPA3 ORMDL1 P2RY14 P4HA1 PAQR7 PBDC1 PCGF1 PCNX1 PDCD1 PDLIM4 PEAK1 PIGA PIGQ PLA1A PLAC8 PMEPA1 PML PPP1R11 PPP1R3A PPP4R2 PPT2 PRDX4 PSMB8 PSMB9 PSME2 PTPN2 RABGEF1 RAPGEF3 RASA3 RBKS RD3 RGS5 RNF149 RNPEP RSAD2 RTL8B RUFY3 SAMHD1 SASS6 SCYL1 SEC22A SERPINB4 SERPINE2 SEZ6L SHC3 SLC22A3 SLC25A10 SLC25A37 SLC29A3 SLC30A1 SLC30A7 SLFN12L SPRTN SPRYD3 SSBP2 ST6GALNAC5 SYNPR TASOR2 TDRD7 TEFM TEX19 TIGD5 TMEM199 TOE1 TOP3A TPRA1 TPST1 TRAK1 TRIM21 TRIM34 TRPM1 TUBB3 TUT7 UBR3 UBR7 UNK UQCC1 USP38 WASHC3 WDR43 WDSUB1 WEE1 ZBTB12 ZBTB8A ZC3H8 ZFX ZNF212 ZNF277 ZUP1 GSE17721_LPS_VS_CPG_1H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_CPG_1H_BMDC_DN ABCB10 ABCC5 ACSS2 ADH1C ADSS2 AEBP2 AGXT AKR1A1 AMPD3 ANKRD24 APAF1 APBB3 ARFGEF1 ARHGEF3 ATF4 ATG4D ATOH1 BAMBI BCKDHA BCL2L2 BIRC2 BRD2 BSN C1S CACNA1H CBX4 CCNG2 CCR7 CD200 CDC27 CDC42EP3 CDK5R1 CDKN1A CDYL CHIC2 CHKA CLCF1 CLIC4 CLK1 CLP1 COCH CPEB4 CPNE1 CPNE2 CPXM1 CUL7 CUL9 CXCL3 CYFIP2 DAPP1 DDIT4 DDX46 DERL3 DHCR24 DLGAP4 DMRT1 DMTN DNASE2B DOK3 DRD4 DSCAML1 DTNB DUSP2 EDN1 EIF4A1 EZH2 FBXO21 FBXW11 FGL1 FKBPL GCC1 GGT5 GPRIN1 GSTM5 HLA-B HSPA1B HYCC1 IAPP ICAM4 IDO2 IER5 IFT81 IL15RA IL1B IL1R2 IL1RN INPP1 IRF8 ITGB1 KALRN KCNN3 KCNS1 KCTD10 KDM1A KIF13A KIN KLK10 KLK7 KPNA3 LAMC2 LIG3 MAP3K8 MAPK10 MAPKBP1 MDM2 MECP2 MIIP MRM1 MT1E MTMR1 MTMR7 MYCN NCK2 NDE1 NFE2L2 NFKBIA NFKBIZ NUP62 OC90 PBX3 PCBD1 PECAM1 PFKFB3 PHF21A PHLDB1 PIM2 PLEK PLEKHN1 PNN PPP1R10 PPP4R2 PRCP PRPF38B PRR13 PRR14 PRSS41 PSTPIP2 PUS10 RAB21 RANBP10 RASA2 RASAL2 RBM4 RCSD1 RFFL RGS1 RIPK4 RNF19A RPE65 RSRP1 S100B S100PBP SAMD8 SAMSN1 SCNN1G SERPINB2 SERPINB9 SF3B1 SFMBT2 SGMS1 SIN3A SIRT1 SKIL SLC15A2 SLC25A37 SLC38A2 SLC41A1 SLC41A2 SMAD7 SMARCA2 SOS1 SOSTDC1 SPAG7 SPARC STAU1 SWAP70 TBC1D8 TEN1 TGIF1 TLK2 TMEM143 TMEM243 TMEM59 TNF TOB2 TOP1 TRAF1 TSC22D1 TSPAN15 TTC39C TXNDC8 UBTF USP47 UTRN WDR6 WNT10B WNT7B ZBTB21 ZNF207 ZNF436 GSE17721_LPS_VS_CPG_1H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_CPG_1H_BMDC_UP ABCB7 ABHD18 ACSL5 ADGRA3 ADGRV1 ADIPOR2 AFG1L AKR1B1 ALDH1B1 ALG9 APRT ARCN1 BAG1 BLOC1S6 BMS1 BRWD3 BTG3 C1orf174 C9orf64 CAPN5 CCL7 CCN1 CCNH CCNQ CCR1 CD151 CD4 CDC6 CDK4 CENPQ CEP152 CEP19 CHCHD3 CHL1 CNIH1 COA3 COMMD5 COPS6 COX18 COX19 CRLF1 CSE1L CSPP1 CSTF1 CTNNBIP1 DFFB DHX15 DIMT1 DNPEP DPH2 DYNLL1 EGLN2 EIF5B ELP2 EMC8 ENTPD5 ERCC3 EVI5 FANCE FBXL14 FBXO9 FIG4 FIZ1 FKBP4 FSTL1 GARS1 GCSH GMPPB GOLGA7 GPATCH1 GTF3A HAUS3 HDHD3 HNRNPUL1 HOXA13 HSPB2 IL12RB2 ITIH5 JKAMP KCNJ9 KCNK1 LCLAT1 LIAS LPGAT1 LTV1 LYPD1 LZTR1 MANBAL MAPK11 MAZ MCM5 MED8 METAP2 METTL8 MFSD8 MLX MMACHC MOSPD2 MRC1 MRPL10 MRPL34 MRPL49 MRPL9 MRPS16 MRPS31 MSR1 MYCBP2 NAA10 NAAA NDC1 NDUFA9 NFATC2IP NFYB NIF3L1 NKIRAS1 NR5A2 NSG2 NT5C NUBP2 OGFOD2 OPN3 PAICS PALS2 PDCD2 PDCL2 PDF PES1 PGM2 PHAX PIP4P2 PITHD1 PLCB4 POC5 POLI PPP1R21 PRKCE PROKR1 PROS1 PRPF19 PRXL2C PSPC1 PTBP2 PTCD3 PTER PYROXD1 QTRT1 RAB23 RAB2A RARS2 REPIN1 RHOH RNF138 ROM1 RPL3 RPLP1 RPS16 RSL24D1 RTKN RUSF1 SCAND1 SEC23B SELENOT SEMA6C SERP1 SLC39A7 SNAP23 SOCS6 SOCS7 SP6 SPIN4 SRRD STRC STX3 SUGT1 TAF5L TANGO2 TARS2 TFAM THOC1 THOP1 TM6SF1 TMEM101 TMEM185A TMEM214 TMEM33 TMX2 TNFSF8 TNK1 TRAM1 TRAP1 TREH TRIB1 TRIP4 TRMT2A VAPA VPS45 VTA1 WDR43 ZBTB1 ZFP1 GSE17721_LPS_VS_CPG_24H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_CPG_24H_BMDC_DN ABCB6 ABCE1 ABCG2 ACP3 ACTG2 ACVR1B ADAM17 ADAMTS4 ALDH2 ALYREF AP2B1 APCDD1 ARFGAP3 ARHGAP21 ASPSCR1 ATP5PO ATP6V0D1 B4GALT1 BMP2K BRD4 BTBD2 C1QA C3orf52 CACNA1H CASP12 CAVIN2 CCNB2 CCT3 CCT6A CD300C CD48 CDK1 CDKN2A CLNK CNTN6 CNTNAP2 COX7A2 CPLX4 CRYBG3 CSDC2 CTSS CYB5B CYP51A1 DCXR DGKZ DHX40 DLX3 DNMBP EBI3 EWSR1 FAM98A FHDC1 FMO3 FOXI1 GABRR1 GBF1 GDI2 GFOD2 GUCY1B1 GZMA HACD3 HAUS3 HAUS6 HBG2 HCAR2 HCCS HCK HEY1 HIBADH HIF3A HNRNPH1 HNRNPM HP HSP90AA1 IL10 IL10RA ILKAP INSM1 IRS4 IRX5 ITCH ITGB2 ITGB5 JAK2 JMJD8 KDF1 KIF20A KRTAP15-1 LAIR1 LHB LITAF LMO4 LTF LTN1 LYN MAN1A1 MBNL1 MED24 MFSD14A MIF4GD MLH3 MMP2 MRAS MSH6 NAB2 NIN NR0B2 NTN3 PARN PDIA6 PDSS1 PHLDA2 PIK3CG PJA2 PLTP PMPCA POLA2 POLD2 POSTN PPBP PPIB PPP6R3 PRDX1 PREP PROC PSRC1 PTP4A3 PTPN22 QSOX1 RAC2 RAD23B RAD51 RAD51AP1 RBFOX1 RBM14 RBM3 RBM5 RBM6 RHBDF1 RND3 RNF38 ROCK2 RPL12 RPL6 RPS16 RRM1 RRM2B SAYSD1 SBK1 SERPINF1 SIL1 SLC13A3 SLC16A6 SLC30A4 SLC35C2 SLC35F5 SLC37A1 SLC3A1 SLC44A1 SLC4A7 SLC9A8 SMAD2 SMAP2 SMC4 SPAG4 SPC25 SPIB SSBP4 ST3GAL4 STRN4 SWAP70 TGFBR1 TK1 TLR1 TLR9 TMEM131 TMEM51 TMEM79 TNFRSF21 TOPBP1 TPBG TRIM60 TRIP10 TWIST1 TXNDC5 TYMS UBE2D3 UBE2J1 UEVLD UGDH VDAC1 VNN2 WDFY3 WDR12 WNT6 XRCC6 YBX2 YTHDF1 ZNF474 ZNF821 GSE17721_LPS_VS_CPG_24H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_CPG_24H_BMDC_UP ACD ACSS1 ADGRA3 ADI1 AFG1L AGK AKR1D1 AOPEP ARHGDIG ARID5A ARL6 ARPC3 ARX AUH BBS9 BCDIN3D BCL11B BCL2L14 BEST2 BMI1 BRIX1 BRMS1 C12orf57 CA10 CCDC59 CCNB1IP1 CCR1 CEP164 CFI CHCHD3 CHST4 CIDEA CLBA1 CNMD CNTN3 CRIP1 CRLF3 CSNK2A2 CUX1 CWC22 CXCL11 CXCL16 CYLC1 CZIB DGCR8 DNMT3L DTNB DTNBP1 DYM DYNLT1 EAPP EFNB2 EHBP1 EIF2B1 EMID1 ENKD1 ENTREP3 EPAS1 EPN3 FABP2 FAM162A FBXO6 FOSL2 FXYD5 GALNT16 GBP2 GBP6 GCLM GCOM1 GDA GGH GLMP GPAA1 GPR89B GPSM1 HIGD1B HMBS HSPA14 IFIT2 IL15 IL17D IL1A KCNAB1 KCNK2 KCNQ1 KCNQ2 KCNU1 KRT2 LGALS8 LMO1 LSR LTC4S LY6G6D LYVE1 MESP1 METTL17 MFAP1 MFSD4B MKNK2 MOCS2 MPDU1 MRPL34 MRPS30 MTMR6 MVB12A NAA38 NCAM1 NDUFA10 NDUFA6 NDUFAF3 NFIX NHERF1 NOP16 NOXO1 NRBP1 NUDCD1 NUDT19 OTUD7B P2RX4 P2RY12 PAFAH1B3 PARP16 PBRM1 PGAP6 PGLYRP1 PHF5A PHYH PITX3 PLEKHF2 PRPSAP2 PTGDR2 QTRT2 RAB34 RAB4B RAMAC RAP2A REG1B RND2 RSAD2 S100G SBDS SCAND1 SDHAF1 SEMA7A SENP1 SERPINE1 SIX1 SLAMF8 SLC1A2 SLC25A35 SLC37A2 SLC39A8 SLC41A1 SLC46A1 SMOX SPDL1 SSBP2 STAP2 STAT1 STAT2 STXBP1 SUB1 SUMO3 SURF1 TCEA3 TDRD7 TFCP2L1 TFPT TGFB1I1 TIMP1 TIMP4 TLX2 TNFAIP8L1 TNFRSF9 TNK1 TNP2 TOR1AIP2 TPPP3 TRAPPC5 TRIM69 TRPT1 TSPAN13 TSSK2 TTPA TUBA1A UBA7 UQCC1 UQCC3 VAMP8 VRK3 VTA1 VWA5A WDR86 WDTC1 ZBTB8A ZC3H14 ZNF142 ZNHIT1 ZNHIT3 GSE17721_LPS_VS_CPG_2H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_CPG_2H_BMDC_DN ACOT1 ACP5 AKR1E2 AMIGO1 AP3M2 APLP1 ARHGEF3 ASGR2 ATCAY ATOSB ATP5PF ATXN7L3 B4GALT7 BMP8B BRAP BRMS1 C19orf53 C2orf76 C8orf82 CACNA1A CAPN15 CCR1 CCR5 CD109 CD33 CD36 CD68 CD70 CDC42BPA CDC42SE1 CDH2 CEBPA CEP20 CHST2 CLIP1 CNPY2 COL13A1 COL6A1 CPB1 CRNKL1 CSF1R CSF3R CTDNEP1 CTSH CXCL16 CYP4A11 DAPP1 DDX42 DENND11 DENND4B DEPDC7 DNM1L DNMT3L DPYS DSCAML1 DSPP DTX2 EBI3 EEF1B2 EFNB1 EGFL8 EMC8 EPPIN ERP44 FAM166A FAM210B FGB FKBP11 FSCN1 FSHB FUCA1 GARS1 GFER GGPS1 GNL3 GPR137B GRINA GTF2H4 HEMK1 HERPUD1 HIBCH HLA-DMA HMGB1 HMGCS2 HNRNPDL HNRNPU ICOSLG IKBKE IKBKG IL1R2 IL6ST IPO5 IRAK1BP1 ITGB3 KCND3 KCNIP1 KCNMA1 KLF10 KRT72 KRT79 KRTAP19-3 LHCGR LIN9 LUM MFAP3 MFN2 MMP1 MORF4L1 MRPL33 MRPL37 MRPS14 MRPS6 MTCH2 MVK NAA38 NAGA NANP NCBP2AS2 NDUFA12 NECAP1 NFKBIL1 NINJ1 NIP7 NKX2-3 NLGN1 NOTUM NR4A3 NRL NTNG1 OGT P2RX7 P2RY1 P2RY14 PACS2 PADI2 PAFAH2 PARD6G PCNX3 PCP4 PEX7 PFN1 PHF19 PLP1 POLL POLR2E PPIB PPP4R1 PRADC1 PRKAB1 PRMT6 PSMC1 PTGIR PTPRR RAB27A RAB6A RBM4B RGS9 RNF181 RNF185 RPS16 SAA1 SAMSN1 SARAF SDC1 SDF2L1 SENP3 SEPTIN4 SHROOM3 SIN3A SLC25A39 SMO SMYD1 SPINT2 SPSB2 SPSB4 ST6GALNAC6 SYNE4 TASOR2 TBX5 TDP2 TLR6 TMEM14C TMEM30B TNNT1 TPTE TRAK1 TRPC3 TTC8 TUBGCP4 UBIAD1 UNC13A UROS VIPR2 VMP1 WIPI1 XPNPEP1 ZBTB7B ZNF358 ZNF394 ZNF841 GSE17721_LPS_VS_CPG_2H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_CPG_2H_BMDC_UP ACVR2A ADCY7 AIF1 ALDH16A1 ALS2 AOX1 AP3S2 AP4B1 APBB1 APBB3 ARHGAP10 ASS1 AURKAIP1 B3GNT5 BMAL1 BRD2 BRIX1 BTK BUB1B CALCRL CCNG2 CD180 CD44 CDKN1B CEP55 CGGBP1 CLDND1 CMPK2 COCH COPS8 CST7 CXCL9 DAB2 DAGLB DCAF15 DCAF5 DDX60 DENND2D DNAJB7 DNTTIP1 DUSP1 DUSP16 E2F1 ECHDC1 EEPD1 EMID1 ERC1 EREG ESYT3 FAM43A FAM53C FASLG FER FICD FOLR1 FOS FRMD6 GCNT3 GEM GIMAP7 GJA1 GPR85 GPRASP1 GRIK5 GSDMA GSTM3 GYPC HACD4 HBEGF HCCS HILPDA HLTF HS3ST3A1 HSPA5 ID4 IFRD1 IL2RA ING3 INHBA ISG15 KBTBD2 KDM5C KIF1B KRT33A KRTAP19-5 LARP1 LCLAT1 LIF LPAR1 LRP4 LRRC14 LY6H LYZL4 MAFF MAGOHB MARCHF5 MARCKSL1 MAT2A MCM7 MED20 MEST METTL25B MIP MKRN1 MMP13 MOBP MPP1 MRPL10 MRPL9 MX1 MX2 NAPA NEDD9 NFIL3 NHERF1 NMD3 NPM1 NSG1 NXF1 PABPC1 PAPOLB PCDH7 PCDHB3 PEAK1 PFDN2 PIAS2 PICK1 PLK2 PLS3 POF1B POLB POLD2 POLR2G POSTN PPFIA4 PSAP PSMB8 PTCH1 PTGER2 PTPRK RAB3B RAD9B RASA1 RCAN1 REEP1 RGS2 RILPL2 RND3 RTL8C RTP4 SCARB1 SDC4 SEC24D SEL1L3 SERPINI2 SHPRH SIX1 SLC12A7 SLC25A37 SLC4A8 SMARCC1 SMS SNTG2 SOAT2 SPRY1 STAMBPL1 STK19 SVIL TAPBPL TFAP2C TIMP4 TJP2 TLL2 TMEM186 TMEM203 TNFRSF11A TNFSF8 TREX1 TRIM13 TRIM21 TRIM26 TRIM34 TRPT1 TSC22D1 TSPAN13 TTC4 TTLL1 TUBGCP3 UBE2E3 UBL7 VPS37B WIZ WNT3A XRCC6 YIPF5 YWHAE ZFP36 ZNF277 ZNF347 ZNFX1 GSE17721_LPS_VS_CPG_4H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_CPG_4H_BMDC_DN AARS1 ACO1 ACP2 ADAM17 ADAM8 ADH5 AIFM1 ALOX12B AOC1 AP2A2 APOBEC1 ARSI ASH2L ATG5 ATOSB ATP5PB BRAT1 C14orf119 C3orf70 C9orf64 CBR1 CCDC115 CCDC117 CCDC47 CCDC65 CDC34 CDCA5 CDK2AP1 CEP20 CERK CERS2 CHMP1A CHMP5 CHRDL2 CLCA1 CMAS COQ9 CSTB CTBP2 DDIT3 DDX10 DDX18 DHX57 DHX8 DNAJA3 DNAJB6 DNAJC18 DTYMK DUSP26 EGLN3 EIF1AX EIF3I EIF5 EMC7 EVI5 FAM50A FBXO8 FKBP15 FOXN2 FZR1 GCDH GDI2 GLB1L GMFB GMFG GMNN GNAS-AS1 GNPTAB HEPH HINT1 HNRNPA2B1 HSCB IARS1 IGF2BP3 INTS6L IPP IRF2BP1 KIF16B KLHL7 KPNA2 LACTB2 LAMTOR2 LAS1L LCORL LPGAT1 LSM1 LSM10 LSS MAGIX MCFD2 MICOS10 MICOS13 MPDU1 MPV17 MRAS MRPL11 MRPL41 MSRB1 MTRES1 MYADM NAGK NDUFB10 NFE2L3 NINJ1 NOP16 NOP2 NSDHL NSFL1C NSMCE4A NSMF NUDCD2 OMA1 P2RX6 PAG1 PARP2 PBDC1 PCBD2 PDF PDPK1 PEA15 PEBP1 PEF1 PGRMC2 PHF5A PIK3C2A PLEKHO1 PLGRKT POLA2 POLR2D PPM1D PPP1R14B PRRG2 PTCD2 PTPRR RAB31 RALBP1 RAP1A REG1A RFC1 RIBC1 RNASE4 RNASEK S100A11 SACM1L SARS1 SEC11A SH3BGRL3 SHISA2 SHOX2 SLC25A19 SLC30A3 SLC5A6 SMARCAL1 SMC6 SPATA13 SPIC SPINT1 SQLE SQOR SREBF2 SRSF6 SRSF9 SRXN1 STK19 STRBP STRN SUPT20H SVIL TAF10 TAX1BP3 TCF12 TEX261 THUMPD1 THUMPD3 TJP2 TMED3 TMED7 TMEM176B TMEM51 TNFRSF8 TOMM40 TP63 TRIAP1 TRPM7 TSPAN14 TSR1 TTLL1 TWF2 TYSND1 UQCC2 UTP11 UXT XPOT YPEL3 ZDHHC6 ZNF22 ZNF287 ZSCAN26 GSE17721_LPS_VS_CPG_4H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_CPG_4H_BMDC_UP AASS ACADL ACADSB ACOT11 ACSL1 AFF1 ALDH1B1 ANGPTL2 AP1M1 AP4B1 APAF1 APLP1 APOBR APPBP2 ARHGAP35 ARHGAP8 ASAH2 ATP1B1 ATP6V1D BFAR BHLHE40 BST2 C11orf68 C19orf12 C1QTNF4 C8orf33 CA4 CACNG2 CALCRL CAMLG CCL4 CCND2 CCRL2 CD8A CEMIP2 CEP112 CEP152 CHPF CIDEB CLCF1 CLN3 COCH CPEB3 CPNE3 CPSF2 CPT1A CRBN CTLA4 CXCR5 CYP27A1 DHH DHRS11 DNAJA1 DOK1 DUSP16 DUSP2 DYNC1I1 DYRK1B EGFR ETNK1 F3 FAM8A1 FNDC3A FTCD GABRA2 GBP4 GCNT2 GNA13 GNG11 GNL1 GTF2F1 GYPC HBEGF HEBP2 HINFP HMGB2 HTRA2 ICAM1 IL15 IL1RAP IMPDH1 IRF1 ISOC1 ITGA8 ITLN1 JARID2 JPT1 KATNA1 KCNMB1 KLF4 KLRK1 KPNA3 LAPTM4B LARP1 LETMD1 LHB LPAR1 MACIR MDFIC MISP MXD1 MXI1 MYD88 NECTIN4 NKD2 NMU NR0B2 NR3C1 OIT3 OR51E2 PAPOLG PARP12 PARP9 PAXBP1 PCSK7 PDK3 PIGM PIM1 PLA1A PLCL2 PLEKHA5 PLEKHA7 PLSCR1 PMEPA1 PNPT1 PPM1B PRIM2 PROS1 PRRX2 PSAT1 PSIP1 PSMB1 PSME4 PTCH1 PTGS2 PTPN2 PTPRA RAB25 RAB38 RAB9A RACGAP1 RAG1 RBL1 RBM25 RBM7 RDH11 REL RFFL RSBN1 RUNX2 SAP30 SAV1 SBDS SEC24B SEH1L SEZ6 SGCB SLC52A3 SLC6A4 SLC9A8 SLPI SMAD1 SMAD4 SMPD3 SNX2 SP110 SPRED1 STARD8 STK39 STXBP3 TAS1R1 TAX1BP1 TJAP1 TLK2 TLR3 TMEM219 TMEM268 TMEM9 TNFSF9 TNKS1BP1 TOMM70 TOR1AIP2 TPM2 TRA2A TUFT1 UBE2D1 UBE2F UPF3B USP47 VOPP1 WAC WASHC4 WSB1 XK YTHDF1 ZFP36L2 ZNF260 ZNF264 ZNF281 ZNF644 GSE17721_LPS_VS_CPG_6H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_CPG_6H_BMDC_DN ABCG2 ABHD4 ABHD8 ACSM2A ACSS2 ACTN4 ADAM18 ADGRE5 AGBL3 AIP AKAP3 AKR1E2 ANKRD40 APEX1 ARIH2 ARL6IP4 ASB4 ASRGL1 ATAD3A ATP13A2 ATP6V1C1 BCL2L11 BHLHE22 BLVRA BTF3L4 BYSL C12orf4 C12orf43 C1QBP C3orf70 CASR CBLC CCDC22 CCDC92 CCL2 CCNH CCR1 CCT2 CCT8 CD84 CDK18 CDX4 CEP20 CNTLN COPE CPSF1 CRELD1 CSF1R CTDNEP1 DAPK1 DDHD2 DEPDC7 DOLPP1 DPF3 DUSP6 EBI3 EIF3L ELOVL1 EMC2 EMC7 EVI2B EVL FAM50A FAS FKBP10 FLAD1 FOS FPGS GLRA3 GNGT1 GNPDA1 GOT2 GSS H1-2 HDHD2 HEXB HFE HMBS HNRNPDL HTATIP2 IFNB1 INPP5D INTS7 ITGBL1 KCTD12 KRT85 LAD1 LAMA3 LAMTOR3 LAS1L LIPT2 LTC4S MAL2 MAP4K2 MARCO MBNL1 MCM7 MCOLN2 MESD MGLL MIX23 MKNK1 MLLT11 MMP7 MRPL40 MYADM MYO7A NAA38 NAB2 NDUFA7 NDUFC2 NFE2L2 NKIRAS1 NME6 NOL11 NOP14 NPM1 NTPCR NUP107 ODR4 OR2S2 OTULINL PACS1 PAK1 PDE8A PDF PEG3 PGRMC2 PLIN3 PMVK PNLIPRP1 POFUT2 POLR1H POLR3G PPARG PSMG1 PTCD2 PTDSS1 RACGAP1 RAF1 RAP2A RCC2 RHBDL3 RHOT2 RIMKLB RIOX2 RMC1 RNF149 RORB RPAP1 RPL9 RPS8 RRAS S100A8 SASH1 SEC11A SEPHS2 SGK1 SLAMF8 SLC34A1 SLC37A1 SLC38A3 SLC3A2 SLC5A3 SPC25 SRD5A3 SRM SRSF6 STX7 TARS1 TFAP4 TFEB THOC1 TIMM9 TLL2 TMEM158 TMEM38B TMLHE TRMT2A TSPAN3 TUBA4A TUBA8 TUBB3 UBE2C UFC1 UHRF1 UQCC2 VAMP1 VPS26A VPS29 VPS39 WAS WASHC2A WDR74 YAE1 ZCCHC17 ZNF707 ZXDC ZYX ZZZ3 GSE17721_LPS_VS_CPG_6H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_CPG_6H_BMDC_UP ACADL ACOT9 ACVR1 ADPRH AKT3 ALDH1A2 APPL1 ARG2 ARHGAP20 ARID4B ARL4A ASCL3 ATL3 ATM ATP10A ATP11B BFAR BMI1 BRAP BRD2 CA2 CACUL1 CACYBP CALCR CAPN6 CCR4 CCRL2 CD164 CDH4 CDK14 CDKN1B CHMP6 CLMP COL3A1 CPPED1 CRY1 CST11 CYP24A1 DBNDD1 DBNL DCBLD2 DCX DNAJB1 DOK1 DOK3 DTX1 DUSP2 DUSP26 ELOC ERCC3 EVA1A FAM110C FAM53C FBXO42 FERD3L FGF13 FICD FLNB FMR1 FNBP4 FURIN FUT2 FYN GAS7 GJD2 GNA13 GPR85 GTF2F1 GTPBP1 H2AZ1 H2BC18 HERPUD2 HGF HK1 HLA-G HMGN3 HOXC13 HSPA1B IDH3G IFI35 IFIH1 IFT172 IGBP1 IL36A ILF3 IQSEC1 IRF1 ISG20 ITGAV KCNN2 KLRD1 KLRK1 LHX2 LPCAT3 LRRC8C LY96 MAD2L1 MAFK MAGIX MAP2K3 MAP3K11 MEP1A MOV10 MXI1 NACC1 NCKAP1 NFKB2 NRBP1 NTS OSBPL10 OTUD7B PABIR1 PCDHA11 PCNA PCNX1 PDCD10 PFKP PHACTR2 PHLDB1 PHTF1 PI4K2A PIGN PKP4 PLAT PLCB4 PMPCB POLE3 POU2F3 POU3F1 PPM1A PRKD2 PRPF38A PTGS2 RAB30 RAB32 RAB3IP RAB9A RABEP2 RANBP1 RAP2C RARS1 RASA1 RBL1 RBM26 RBMS2 RCN1 RDH10 RDH11 RHBG RILPL2 RSBN1 RSPRY1 RTCA RTRAF SAMHD1 SAR1A SEC24B SERPINB1 SFMBT2 SH3BGRL2 SLC10A1 SLC12A6 SLC46A1 SMAD2 SNRK SNX10 SP6 SPECC1 SSBP2 STARD8 STK39 STK4 STX3 STXBP1 SUGT1 TBC1D13 TBL1X TBX4 TGM2 TIMP1 TLCD2 TMEM219 TMEM70 TNFAIP1 TNFSF8 TNFSF9 TRIM21 TSPYL1 UBE2D1 UBE2H UGDH USP43 VOPP1 VRK1 WARS1 WNT7A ZBP1 ZBTB14 ZFX ZNF574 GSE17721_LPS_VS_CPG_8H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_CPG_8H_BMDC_DN ACO1 ACP5 AEN AKR1E2 APEX2 ARHGDIB ARRB1 ATP6V1A BBLN BPNT1 BST1 BTBD1 C1orf131 CAT CDK11B CDK8 CEBPA CEP20 CERS2 CETN3 CNIH1 COMMD9 CPB1 CTNNB1 CTPS2 CXCL6 CXorf38 CYB5A CYSLTR1 DCPS DHRS7B DIMT1 DMAC2L DNA2 DNAJB4 DNAJB8 DNASE1L1 ECT2 EIF2B1 EMG1 ERMP1 ERN2 ESRRA ETFDH FAM50A FBXO22 FCGR2A FKBP1A FLI1 FLVCR2 FPR1 GALK2 GARS1 GBE1 GDI2 GFM2 GK GLMN GLRX GLRX3 GNPTAB GPS2 GRK5 GSDME GSTM1 GSTM5 GTF2H4 HDAC3 HERPUD1 HEXIM1 HPF1 HSD17B4 IARS1 ID3 IDH1 IL36G IL6ST IMPACT INTS6L ISYNA1 KCNN4 KCTD4 KDELR2 KDM5C KLHL7 KPNA2 LIAS LMAN2 LTA4H LYSMD3 MAN1A2 MAP3K8 MCFD2 MCOLN2 MED20 MED27 MICU1 MINDY1 MPLKIP MRPL24 MRPL50 MSR1 MTG2 MTSS1 MYC MYO7A NCAPH2 NCBP1 NDEL1 NDUFAF4 NFAM1 NFS1 NOL11 NOP16 NOP56 NPR1 NPRL2 NUDCD2 NUP54 OLR1 ORC2 OXCT1 PCBP1 PDF PGM2 PHTF2 PIGP PIWIL1 PLA2G6 PLBD2 PLPP1 PNO1 POLR2B PPARG PPCDC PPT2 PRKDC PSEN2 PTPN1 PUM3 PXN RANBP9 RASSF8 RENBP RGS19 RIOX2 RNF5 RPL24 RPL31 RPL7L1 RPS2 RPS6KB1 RTN3 SAMM50 SCML2 SDC1 SDHD SEPHS2 SEPTIN8 SKP2 SLC25A11 SLC35A1 SLC35A4 SLC38A5 SLC7A6 SQOR SS18L2 STT3A STYX SUMO3 SUPT20H SURF2 TARS1 TBC1D14 TBC1D24 TBXAS1 TCTA TEX2 TFEC TLR1 TLR2 TM9SF3 TMEM186 TNFRSF11A TP53RK TRAPPC2 TRIM59 TRMT112 TSPAN14 TUBB2A UHRF1 WBP1 WDFY3 WDR20 WDR36 XPO5 YAE1 YWHAB ZFP91 ZNF639 GSE17721_LPS_VS_CPG_8H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_CPG_8H_BMDC_UP ABI3BP ACP3 ACTB AKT2 ALDH1A2 ANKIB1 ANXA11 AP1G2 APBB1IP APCDD1 APLP2 ARF5 ARHGAP23 ARHGAP35 ARPP19 ASB6 ATG4D AZI2 BABAM1 BARX1 BBS2 BMP2K BOC BRAF C5orf15 CA2 CABYR CAPN5 CASK CASP4 CCL4 CCNE1 CD180 CD274 CD300LF CFAP95 CISH CNIH2 CRIM1 CSF1 CTCF CTNNA1 CTSC CUEDC1 CXCL10 CYP17A1 DAZ2 DDAH2 DEK DICER1 DNAJC13 DNAJC2 DNMT3A DUSP16 EDN1 EP400 EPHA6 EREG FKBPL FRS3 GABRA2 GAS7 GJC2 GNG11 GPR155 H1-4 HCN2 HELZ2 HRH3 HSPA2 HSPB8 HTRA2 IDH2 IDNK IFI35 IFIT3 IFT81 IGF2 IL6 ITPK1 KAT2B KATNA1 KEAP1 KMT2A KRT85 LANCL2 LBH LONP2 LPAR1 LRRK1 LSM4 LY6G6D MAEA MAP4 MAPK13 MAPK6 METTL7A MRPL54 MRPS12 MRPS6 MT4 MXI1 MYBPH MYCN MYD88 NCMAP NCOA5 NDRG2 NDST2 NEFM NHERF1 NIPAL2 NRDE2 NTS NUDT19 NYNRIN PARP14 PCP4 PDE1B PDGFRB PHF21A PI4K2A PI4K2B PIP5K1A PKIG PKNOX2 PLEKHA2 PNRC1 POLB PPM1B PRDM1 PRPF38A PTCRA PTMS RAB3IP RAB8B RANBP3 RBL1 RCN2 REEP3 RIN1 RLBP1 RMDN3 RNF214 RPS6KA2 SAT1 SEC23B SEC24B SEC63 SHD SKIL SLAMF7 SLC1A2 SLC22A9 SLC32A1 SLC44A1 SLCO3A1 SLK SMC3 SNAPC2 SP6 SPECC1 SPHK2 SPTSSB SSR3 STX1B SUV39H1 SYT17 TAB3 TAP2 TBC1D10B TIMELESS TLR6 TMBIM4 TMCO3 TMEM192 TNXB TOMM70 TPX2 TSPAN13 TSPAN5 TULP1 TUT7 TXNDC17 UAP1 UFM1 UFSP1 UPP1 UQCR11 USP47 UTRN VPS37B WARS1 WBP1L WIPI1 WWOX XDH YTHDF1 ZBP1 ZBTB11-AS1 GSE17721_LPS_VS_GARDIQUIMOD_0.5H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_GARDIQUIMOD_0.5H_BMDC_DN AAMP ABHD3 ACTR10 ACTR2 ADORA2A AGFG2 AKR1B10 ALG2 ANKH ANKS1A AP1B1 APLF ASCC1 ATAD2B ATP2A1 ATP9B B3GNTL1 BCL2L13 BMP5 BPGM BSDC1 C19orf25 C1QL1 CAMTA2 CAV3 CCDC6 CCK CCL25 CCNA1 CDKN2C CEMIP CEP112 CHD7 CHIC2 CHMP4B CLEC1B CPEB4 CPPED1 CPQ CRX CRY2 CTPS1 DAXX DCLK1 DENND6A DHCR24 DHX38 DMBT1 DNAJC2 DYNC1I1 EDEM1 EFHD2 EHHADH ELF4 ELP1 ELP2 EMID1 EPHX2 EYA2 FAM117B FAM76A FBLN7 FIGN FIS1 FXR1 FZD1 G3BP1 GASK1B GINM1 GJA4 GJB4 GOLGA4 GOLT1B GUCD1 HAAO HHATL HNRNPM HOXC4 HSD3B2 IFIT1B IFIT2 IFT22 IL7 ILF3 IQGAP1 KAT7 KCMF1 KCNA6 KCNK13 KIF20A KIF5A KLK4 KRT16 KRT75 LAMTOR5 LARP4B LCLAT1 LCT LIMK2 LYPLA2 MARCKSL1 MDFIC MEA1 MIDN MIGA2 MKRN1 MRPL20 MS4A6A MSLN MSN MTA1 MYCBP2 MYMK NBEA NCOA3 NEK7 NFATC2IP NHERF1 NPC2 NR1H3 NUDT11 NUDT13 NUDT3 OGFOD2 OTUD7B PAQR7 PARP12 PFN2 PGAP4 PHOSPHO2 PIGT PLA2G15 PLA2G2D PLAC8 PPM1A PRDX1 PRMT1 PSAPL1 PSMD3 PTP4A2 RAB4A RAB5C RAB8B RABEPK RAP1A RBX1 RNF44 RPAP3 RPL6 RPS26 RPS7 RTKN RTTN S100A5 SAAL1 SCRG1 SDCBP2 SELENOW SELPLG SF3B1 SH3BP5L SLC12A2 SLC18A1 SLC22A23 SLC22A5 SLC27A1 SLC38A3 SLC41A2 SLF2 SLFN12L SMC3 SNX15 SNX17 SP110 SRPK1 STARD5 STK11 SUMO3 SUZ12 SYN2 TAMALIN TBRG4 TFAP2C TIMELESS TMEM263 TMEM98 TMUB1 TRIM41 TRIM8 TSPO TSTD2 TTC16 USP7 WBP2 WNT5B XBP1 ZNF280C ZNF318 ZNF474 ZNHIT2 GSE17721_LPS_VS_GARDIQUIMOD_0.5H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_GARDIQUIMOD_0.5H_BMDC_UP ABCG2 ADAP2 ADCY4 ADNP2 ANAPC16 ANKRD17 ANXA6 APOA2 AQR ARMC7 ATP1B1 ATP5F1E B3GALT5 B4GALT3 BBOX1 BEX4 BICD2 BLMH BLOC1S4 BRAF CAPN2 CASP1 CCDC137 CD14 CD5 CDC25A CDK5 CEACAM21 CHCHD3 CHKA CLASP2 CLDN3 CLEC10A CLEC4M CLYBL COPE CS CSDE1 CYBB DDX47 DECR1 DIO1 DPP7 EIF2AK4 EIF3K ENPP1 EPDR1 FAM222B FCAMR FCRL1 FOXO1 FOXRED1 FSIP1 FTCD FUNDC1 GABRA3 GADD45GIP1 GCC1 GLIPR1 GMNN GNG10 GPI GRIK5 GSTM5 GSX1 GYPC H2BC5 HADH HBE1 HBZ HCFC1R1 HHEX HP ID2 IER3 IL27RA INPP5B IRAK4 IVNS1ABP JUNB KEL KLF16 KRTAP3-3 LAMA5 LCE2B LCE3B LHB LMCD1 LRRC57 MAF MAP2K1 MAP3K8 MAPK7 MCM2 MCM5 MCMBP MCOLN1 METRNL MINDY1 MITF MRPL36 MRPS33 NAA10 NAA15 NCF1 NDE1 NDUFB4 NFKBIE NOP10 NOX4 NUDT5 OSBPL1A PAM PCDHB2 PEX6 PHLPP1 PILRA PITX3 PJA2 PLA2G10 PLA2G1B PLEKHA5 PLG PLPP7 PMFBP1 PNO1 POC5 POLR1D POU2F2 PPDPF PPIL4 PROCR PRODH PRPSAP2 PSMC2 PSME3 PTH1R PTPN1 PTTG1IP QPCTL RAB2A RAG1 RANBP1 RASD2 RBMS1 REST RFNG RHD RIMKLB RPL36 RPP21 RTN4 RUFY3 SERPINA3 SLA SLAMF1 SLC20A1 SLC25A4 SLC35A4 SLX9 SMAD6 SMC6 SNAP23 SNRPC SOD2 SPTAN1 SSB ST8SIA2 STAT4 STBD1 SUCO SURF4 SURF6 SYT12 TAF10 TAX1BP3 TBC1D8 TBCA TESK1 TEX12 THOC1 TIA1 TLR1 TMEM119 TMEM144 TMEM97 TP63 TRAPPC13 TRIM39 TSKS TSSC4 UQCC2 USP2 VAMP4 VPS72 WARS1 ZC3H12A ZCCHC9 ZNF23 GSE17721_LPS_VS_GARDIQUIMOD_12H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_GARDIQUIMOD_12H_BMDC_DN AARS1 ABHD17C ACTG2 ADAM17 ADGRE1 ADPGK AKIRIN2 AKR1B15 ANXA5 APEX2 APRT ARHGEF3 ART4 ASTN1 ATP11C ATP6V0B BCL6 BPNT1 C5orf52 CABLES2 CABP2 CACNA1F CARMIL1 CCDC82 CCT3 CD72 CDR2 CEP250 CHMP1A CINP CKAP4 CLEC4D CLIP1 CLK2 CMTM3 CNTROB CRY1 CSTB CTSK CX3CR1 CYB5A DAP3 DHRS7 DHX15 DNAJC18 DNAJC9 EDN1 EEF1D EEF1E1 EGR1 EIF1AX EPS15L1 ETFRF1 FAM216A FANCF FGD4 FGD6 FUT9 GAK GARS1 GHDC GLRX GMEB1 GOLGA5 GPR137B GTF3A HERPUD1 HGSNAT HINT1 HJURP HP HSD17B12 HSD17B7 HTR2B IDH2 IL17RA IL1RL2 ITPR2 KCTD12 KRTAP15-1 LACTB2 LAS1L LPGAT1 LPL MAGOHB MAK16 MAPKAPK5 MCUB MEF2A METAP2 METTL13 MINDY1 MIS18A MMP12 MMP8 MTF2 MYL10 NADK NANP NAPA NCF2 NDUFB2 NDUFB8 NDUFV2 NEAT1 NPM1 NPPC NT5DC3 NUP37 OXCT1 PALD1 PBX3 PCGF6 PCK2 PHPT1 PIP5K1A PLAUR PNPLA7 POFUT2 POLD4 POLR2F PON2 PRKCH PRKD3 PSEN2 PSPC1 PSRC1 PTGR1 RABAC1 RAI14 RASA2 RASSF8 RHOB RIOX2 RPL9 RPLP2 RPS10 RPS16 RRAGC RRAS RTN3 SC5D SCD SCT SDC1 SDC2 SDHC SEC11A SELENOS SERPINB1 SLAIN2 SLC16A1 SLC20A1 SLC22A4 SLC25A29 SLC2A1 SLC30A5 SLC31A1 SLC35B4 SLC35F5 SLC46A3 SLC5A1 SLF1 SMAP1 SMPX SNX15 SORT1 SPCS2 SPCS3 SPIDR SPTAN1 SQOR SRFBP1 SRPK2 ST6GALNAC2 STK17B SYNJ2 TAF9 TEX10 TFB2M TFRC TGFBI TMEM119 TMEM165 TNFRSF21 TOM1 TREM1 TRMT112 UAP1L1 UBE2B UBE2C UBE2E3 UQCRB VIPR1 WASHC2A WLS WNT6 ZMPSTE24 ZZZ3 GSE17721_LPS_VS_GARDIQUIMOD_12H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_GARDIQUIMOD_12H_BMDC_UP ABCB1 ACTR1A ACYP2 AIDA ALKBH3 ANKFY1 AP2B1 AP3B2 APMAP ARHGEF10L ASAH2 ATP1B3 BCKDHB BCL3 BFAR BID BLOC1S6 BMS1 BUB1B C3orf38 CA13 CACNB4 CCL5 CD180 CD40 CDA CDC37 CHAC2 CHFR CIITA CLDN3 CLIC4 CLSTN1 CMPK1 COMMD7 COPG2 COX20 CSAD CTTN CXCL9 D2HGDH DAB2IP DBNL DENR DGKA DNAJB11 DNAJC2 DNM1L DPP3 EBI3 ENOX2 ENPP2 EXOC6 EXOC7 EXOSC9 FABP4 FAM120A FBLIM1 FPR3 FZD9 GALNT10 GDI1 GFRA4 GLB1 GMPPB GNB3 GNG11 GNPNAT1 GPR182 GSTT1 GUCD1 GUK1 GYPC H2AC25 HHAT HK1 HK2 HSPA1B HTATIP2 IFI27L2 IFIT2 IFT27 IFT81 IGBP1 INPP1 INSL6 ISOC1 ITGA2B JDP2 KANSL2 KCNIP3 KCTD14 KDR KEAP1 KIF21B LAD1 LFNG LRRC8A LSP1 LTA LZTFL1 M1AP MACROH2A1 MED1 MSANTD4 MT2A MYH6 MYO10 NCOA3 NFKBIB NGEF NLGN2 NMI NMNAT1 NOC2L NRBP1 NRROS NT5C3A NUBP2 NUP50 OAS1 P2RX5 PDCD1LG2 PDCD2 PDCD6 PGS1 PLAT PMVK PNRC1 PODXL POGLUT1 POU3F2 PRELID3B PSENEN PSME1 PTEN PTGER2 PXMP2 RAB20 RAB22A RAD23A RBM15 RCC2 RMC1 RNASEL RPAP1 RRAGD SAMHD1 SCN3B SDC4 SEC24B SELENOW SERPINE1 SH3GL1 SHBG SHFL SHMT1 SLAMF1 SLC25A20 SLC2A8 SLC6A4 SLCO3A1 SLFN12L SLIRP SMAP2 SOX12 SP110 SREBF1 STK39 TADA3 TAGLN2 TAPBPL TBC1D22A TLR3 TMBIM6 TMEM140 TMEM214 TMEM268 TMEM30A TMEM37 TMEM63B TNFRSF1A TNFSF8 TOR1AIP2 TPBG TPX2 TRIM21 TRIM25 TRIM60 TSPYL1 TULP1 TYK2 UBE2M UBLCP1 UBTD1 USP53 VRK2 YIPF3 YPEL5 GSE17721_LPS_VS_GARDIQUIMOD_16H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_GARDIQUIMOD_16H_BMDC_DN AAMP ABCB4 ABCC3 ACACA ACBD6 ACTG2 ADAMTS1 ADGRF1 ADH5 AEN AHNAK AKR1B15 AKR1E2 ANXA5 ARHGAP12 ARHGAP21 ARIH2 ARL10 ATP1A3 ATP2A2 ATP6V0B BAP1 BET1 BTG2 C9orf64 CALU CCR2 CD300C CD300LD CD72 CERS5 CHMP4C CKLF CKMT2 CLDN11 CLEC7A CMTM3 CNIH1 COPS3 CRIM1 CXCL3 CYRIB DAP DBT DHRS3 DNAJB5 DVL1 DYNLT3 E2F6 EDEM3 EEF1G EFS EIF2S3 EMC2 EMG1 EMP3 EPHA7 FAM98A FES FGD4 FIGN FKBP11 FN1 FUOM GCLM GLCE GLIPR1 GNG10 GNG2 GSS GUSB H1-8 HDLBP HGSNAT HJURP HLCS HS6ST3 HSD11B1 HSD17B12 HSP90B1 IARS1 ID3 IDH3G IFNG IFTAP INA IQGAP3 IRAK4 KCNK13 KCTD12 KIF20A KLF9 LAMTOR4 LIMD1 LIMD2 MAP1LC3A MAP4K5 MARCHF6 MBOAT7 MECR MED23 MEF2A METTL1 MFSD10 MLEC MMP8 MMUT MPO MRAS MTG2 NCKAP5L NCOR2 NEDD4 NEK9 NHLH1 NUCKS1 NUDCD2 OPN3 OTUD6B P2RY6 PABPC4 PAFAH2 PCBD2 PEA15 PGM2 PI4KA POFUT2 POLR1E PRKAR1A PRKCB PRKCH PRNP PRXL2B PSEN2 PSMD2 PTGS1 PTPRJ PUF60 RAB31 RAB38 RAB6A RAN REEP5 RILPL2 RNF128 RPAP2 RPL3 RPL31 RPL38 RPL7A RPLP2 RPS16 RRP15 S100A6 SCD SERPINB1 SERPINB5 SLC30A5 SLC44A1 SLF1 SLF2 SMN1 SNRPB2 SNX12 SREBF2 SRSF11 STARD7 STK10 STK17B STMN1 TAL1 TBC1D23 TBRG4 THUMPD1 TLE4 TMBIM1 TMED7 TMEM119 TMEM135 TMX1 TRAM1 TRAPPC2 TRAPPC5 TRIB1 TXNIP TXNRD1 UBALD2 UBE2J1 USP20 UTP18 UXS1 VASP VWA8 WASF2 XYLT2 YWHAG ZBTB33 ZC3H12A ZNF334 ZNF7 GSE17721_LPS_VS_GARDIQUIMOD_16H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_GARDIQUIMOD_16H_BMDC_UP AAMDC ABCB1 ABHD16A ACAA2 ACOX2 ACTR8 ADHFE1 ADORA2B AIDA ALCAM ALDH1A2 AMHR2 APOOL APTX ASF1A ATP10A ATP13A2 BASP1 BID BIRC2 BLOC1S4 BMI1 BRD2 BST2 C11orf68 C1QL1 C8orf33 CABYR CACNG1 CARS1 CCL2 CCNG2 CCR7 CFAP20 CHST7 CLCNKB CLP1 CST3 CTTN DDIT3 DNMT3L DOK1 DPCD DSCAM EBNA1BP2 EIF2AK2 ELL2 ENPP4 ENTREP3 ERAP1 FABP5 FAM120A FNBP4 FSCN1 GATM GHITM GLOD4 GLRX3 GNL1 GPR65 GSTM4 HELZ2 HIVEP2 HLA-C HLA-DMB HLA-DOA HNRNPH3 HPS3 HSD3B7 HSP90AB1 IER5 IFFO2 IGBP1 IL12B ISG15 ITPKA IZUMO1R KCTD14 KEAP1 KLF1 KLHL10 KPNA3 LSM10 LSP1 LTA LY75 MAF1 MAGI1 MAP3K2 MEFV METRNL METTL3 MRPL30 MRPL39 MRPL4 MTMR7 MX2 MXD1 NCALD NDRG1 NFKBIE NUP50 NUP62 P2RY12 PCSK6 PDE4DIP PFKFB3 PHIP PI4K2B PIGH PIK3R1 PIM1 PKIG PLAT PLCL2 PLEKHF2 PMEPA1 PMVK POLD3 POLR1C POMP PPP1R15A PPP1R3A PPT2 PRG3 PRPF38A PSD PSMA7 PSMB3 PSMB6 PTCRA PTS PVALB RAB12 RAB20 RAB22A RBL1 REST RGS1 RGS9 RMDN3 RNASE2 RNF114 RNF115 RNF135 RNF19B RNF34 RPS27L RPS5 RUSF1 SAC3D1 SAMSN1 SCGN SCNM1 SEMA4D SERPINC1 SFT2D2 SGCB SHFL SIX1 SLC25A22 SLC38A3 SLFN13 SMC5 SMPDL3A SNAPC2 SNW1 SOCS2 SPAG7 SPG21 ST3GAL1 ST6GALNAC4 STAT3 STAT4 SYNGR2 SYT12 TAF1B TAGLN2 TCP10L TCTE1 TEK TIGD5 TIMM13 TLR4 TNFSF8 TOR3A TPRA1 TRIM21 TRIM54 TRO TSKS TSPYL1 TSSK1B TXNDC17 TXNDC9 TYK2 UBAP1 USB1 ZFP62 GSE17721_LPS_VS_GARDIQUIMOD_1H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_GARDIQUIMOD_1H_BMDC_DN AAK1 ABCB7 ABL1 ACSL5 ACTR3 ADIPOR2 ADNP AKAP12 AMMECR1 ANKRD40 APLP1 ARL1 ATF6 ATG12 ATL2 B4GALNT2 BAG3 BCKDK BMP5 BRCA1 C1QBP C3 CANT1 CAPRIN2 CCDC34 CCDC71L CCNI CCNJ CCT8 CD244 CDC37L1 CDKN2D CDR2 CFAP410 CHMP1A CHMP7 CHORDC1 CNIH1 CPNE3 CSNK2A2 CSTF1 CTSC CTU1 DBF4 DDOST DFFB DLAT DUSP22 EBPL EIF4A1 EIF4A2 EMC6 ENTREP3 ERAP1 EXOC8 EXOSC10 FA2H FAM120B FAM169A FAM8A1 FGL1 FICD FOXJ3 GCC1 GOLGA7 GOSR2 GTF2A1 GTF3C4 HASPIN HIGD1B HLTF IAPP IGF2 ITCH ITGB1 ITPR1 KATNA1 KDF1 KLF10 KMT5C KRTAP21-1 LCLAT1 LIMD2 LIMK2 LIN9 MAP4K2 MAPK1 MATK MATN2 MBOAT1 MC2R MDFIC MED17 MED20 MESD MFSD5 MIS18BP1 MRPL37 MRPS23 NAPG NBR1 NECAP2 NEK4 NOC4L NOPCHAP1 NPC2 NRBP1 NUDT16 ODF4 OSBP OXR1 PANK3 PARN PHF2 PIK3CA PIP4P2 PIP5K1C PITHD1 PLEKHA2 PNPO PPP4R3A PRIM2 PRR3 PSME1 PUF60 PYGB QDPR QRICH1 RAP1A RASSF5 RCSD1 RETREG2 RFC1 RHOV RIOK1 RIOX1 RNF111 RNF25 RNF26 SAMM50 SC5D SCARB2 SEC11A SENP3 SF3B1 SLAIN2 SLC16A6 SLC25A46 SLC26A6 SLC35A1 SLC39A7 SLC4A7 SMDT1 SMPD5 SNCG SNX12 SNX18 SOX4 SPCS2 SPTLC1 SS18 SSR1 SSRP1 STARD7 STAT5B STRN SUPV3L1 SYNCRIP SYNE4 TACSTD2 TAMALIN TEFM TEN1 TERF2 TM9SF2 TMEM14C TMEM183A TMEM229B TNMD TOB2 TP53INP1 TRIAP1 TXNIP UBTF USB1 USP10 USP15 USP47 USP5 VAMP1 VPS26A VPS9D1 WDR90 YEATS4 ZC3H7A ZNF287 ZNF329 ZNF740 ZNF746 ZNF830 GSE17721_LPS_VS_GARDIQUIMOD_1H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_GARDIQUIMOD_1H_BMDC_UP ABHD8 ACOT7 ACTL7B ACY3 ADAMTSL5 ADD2 ADK AKR1B1 ANKRA2 ARHGDIG ARID5B ARMC6 ASH2L ATF3 ATP13A2 BEST2 BIK C1orf54 C2CD2 CACNG1 CAP1 CCL13 CCNG2 CCR10 CCR8 CD83 CDHR1 CDR2L CDV3 CELA2A CELF4 CFD CHRD CHRDL2 CITED2 CKMT1B CKS2 CLDN1 CLEC14A CLU COL22A1 COMT COPS6 CR2 CSF1 CWC15 CWH43 CXCL2 DACT1 DDRGK1 DIMT1 DLL4 DSP DUOXA2 DUSP2 DUSP8 EBI3 EBP ECE1 EGR2 EIF2B2 EIF3K EMC8 ENDOU EPHA4 F3 FBN2 FBP2 FBXO43 FGD1 FLYWCH2 FOXI1 GADD45B GALK2 GATA5 GIPC3 GJB2 GLDC GNGT1 GPC1 GPR162 GPR37L1 HAUS3 HCRT HDHD3 HERPUD2 HILPDA HOXC6 HYI IER2 IFNB1 IL6 INHBA IRS2 ITPR2 JARID2 JUN KLHDC3 KRT85 LAD1 LCE3B LDLRAD4 LIAS LMAN1L LYNX1 MINDY1 MPST MRC2 MRPL22 MTMR10 NAPB NDUFS6 NEURL1 NFKBIZ NHERF4 NIF3L1 NR4A1 NRL NSG2 NUDT9 ONECUT1 OSTF1 PAK3 PBX1 PCDH15 PDE10A PFDN1 PFDN5 PHAX PHLDA1 PHOX2A PIBF1 PITPNM2 PIWIL1 PLCZ1 PODXL PPP1CB PRG3 PRPF40A PSMD4 PTGDR RAD9A RGS2 RHOB RMDN3 RNPC3 RPS6KB1 RRP7A RTP4 RWDD4 SAPCD1 SCUBE1 SELE SEMA6C SERPINB2 SERPINF2 SFR1 SGCG SHMT1 SIL1 SIRT1 SLC12A9 SLC17A2 SLC27A3 SLC41A3 SLFN12L SMR3A SNTA1 SOX13 SPAG7 SRSF7 STAT4 STIMATE STK4 STMP1 STRC SUCO SYCP3 TELO2 TENT2 THBS2 TIMP1 TMEM100 TMEM176B TNC TNF TNFSF8 TNP1 TOR2A TSPO2 UQCRC2 USP29 VCAN VPS45 WFDC5 YBX2 ZFAND5 ZFP30 ZFP42 ZNF274 GSE17721_LPS_VS_GARDIQUIMOD_24H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_GARDIQUIMOD_24H_BMDC_DN ABCB4 ABCD2 ABCG2 ABRACL ACSL4 ACVR1B ADAM9 ADRA2A AIF1 AKAP8 ANXA1 API5 ARCN1 ARHGAP18 ARHGAP21 ARHGAP24 ATG7 ATP13A3 ATP1A3 ATP2A2 ATP5PO B3GNT2 BANF1 BNIP2 C8orf76 C9orf64 CAMK1D CASD1 CCDC80 CCT6A CDK1 CLMN CMTM3 COL5A1 CP CRYBG3 CSE1L CXCL3 DGAT2 DHCR7 DHPS DNAJB11 DYNC1I2 EDN3 EEF2K EIF4B EPS15 EREG ESYT3 F11R FAM13B FARSB FASN FCER1G FDPS FGD3 FNTA FTH1 GADD45A GNA15 GNG2 GORASP1 GPR155 GPR84 GPSM2 HACD3 HDAC1 HDHD5 HLX HPRT1 HSPA5 IGHM IL18 ITCH ITSN1 KLHL7 KPNA2 KREMEN1 LAIR1 LAMB1 LAMTOR3 LIMD1 LIPT2 LPCAT1 LPCAT3 LRP6 LSS LTN1 MADD MAG MAGOHB MARCHF6 MAT2A MCM7 METRNL MGAT2 MICOS13 MKNK1 MORF4L1 MRC1 MRPL52 MRPS2 MRPS28 MSANTD3 NADK NDC1 NFAM1 NOP16 NSDHL NSG1 NUCKS1 NUP93 OPN3 P2RY6 PALD1 PANK3 PBK PDHA1 PGAM2 PHTF2 PICALM PLD1 PLP2 PPP1R21 PRXL2A PRXL2B PSEN1 PSMA6 RBMXL1 RCOR1 RGS18 RHOC RIOX2 RNF128 RRAS RRP9 S100A1 S100A8 SBK1 SCFD1 SELENOT SEPHS2 SGO1 SH2B3 SLC12A4 SLC13A3 SLC22A25 SLC25A39 SLC41A2 SLC44A1 SLC4A4 SLC4A8 SLC7A11 SMAD2 SMC1A SMC2 SMC3 SMIM11 SMN1 SMYD5 SNF8 SNX4 SOCS1 SOX4 SPC25 SREBF2 SRM SSBP3 SSBP4 STAMBPL1 STARD4 STARD7 STARD8 STK17B STT3A SVIL SYT11 TFEB TFF2 THRSP TLR1 TM9SF3 TMEM263 TMEM38B TMEM51 TNFRSF21 TNIP1 TOPBP1 TPST2 TREM1 TRIM60 TXNDC5 TXNIP UBE2J1 UBQLN1 UNC119 UTP11 WDFY3 YWHAB ZCCHC17 GSE17721_LPS_VS_GARDIQUIMOD_24H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_GARDIQUIMOD_24H_BMDC_UP ACAA2 ACY3 ADARB2 ADPRM AGAP2 AKR1B1 ALCAM ANAPC5 ANXA4 AOC3 AP1M1 ARHGAP20 ARL4D ASB11 ASB13 ASPRV1 ATP5F1D AVL9 BMI1 BRD4 BST2 C1QL3 C1orf174 CA13 CASP4 CBLN1 CCDC9 CCL17 CCNA1 CD1D CD247 CD80 CD86 CDC26 CDC42EP4 CDH9 CEP152 CEP19 CFAP141 CIITA CIPC COA3 COQ8A COX6B1 CPT1A CTNNB1 CYTH2 DDX54 DENND4B DGKA DPT DYNLT2 ECE1 EFNB2 EIF1B ENO2 EPHX1 ERCC3 ERGIC3 F10 F7 FABP4 FANCA FBXO32 FNTB FOXC2 GALNT10 GBP2 GFER GPR65 GPR89B GPSM1 GRIA3 GYPC HACD4 HEPACAM2 HIGD1C HOOK2 HRH1 HSD3B7 HTATIP2 HYOU1 IER5 IFIH1 IFIT3 IL1RN IL2RA IL4I1 IL7R IMPACT ITM2C ITPA KCNQ2 KDM5B KIF3A KLHDC3 KLHL22 LDHA LRRC8A LRRK2 MAU2 MBD3L1 MDM2 MEF2B MIF MMP24 MNS1 MRPS36 MRPS6 MTHFR MTMR14 MX1 MX2 NBN NCF1 NDP NDUFS3 NR4A2 NR4A3 NT5C3A NUFIP1 OMA1 OSER1 OXT PACRGL PARP3 PARP8 PDE10A PFKP PIM1 PKD1 PLEKHS1 PLXND1 PMVK PNPLA7 PNPT1 PPIL2 PPP6R2 PRPF38A PSMB3 PSME2 PTCD1 PTCH1 PTGES PTPRA PTPRT RALBP1 RBM28 RCOR3 RGCC RGS1 RNF114 RNF135 RNF34 SAMSN1 SAT1 SCN3A SDCBP2 SGK1 SLC12A9 SLC37A2 SLC6A4 SLFN12 SLFN13 STEEP1 SVBP TAT TFAP2A THAP4 THAP7 THBS4 TIMP1 TMA16 TMEM192 TMEM39A TNFSF9 TNK1 TNRC18 TOX4 TP63 TREX1 TRPM1 TUBB2A UBE2J2 UBL7 UBXN10 UCHL3 UQCRC2 UQCRFS1 USB1 USP19 UTP3 VWF WNT3A ZBP1 ZC3H14 ZFP30 ZNF354C ZUP1 GSE17721_LPS_VS_GARDIQUIMOD_2H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_GARDIQUIMOD_2H_BMDC_DN ABHD17A ABL1 ADGRE5 AEN ANGEL2 ANKMY2 ANLN AP5S1 APLP2 ARF3 ARHGDIA ARL6IP1 ARMT1 ASCC2 ATP5PF ATP6V0B ATP6V0E1 ATP6V1B2 BNIP2 BRAP C1D C1QTNF12 CAPZA1 CBFA2T2 CCNI CDC42SE1 CHMP1A CHMP7 CIAO3 CLIP1 CLPX CMPK1 CNR2 COA5 COA6 CPEB1 CRAMP1 CRCP CSNK1G2 DERL1 DESI2 DHX57 DNAJC12 DNAJC30 DNPEP DOK2 ECHS1 EDEM3 ETAA1 EXOC4 F5 FAM193B FKBP8 FLT1 GADD45A GATA1 GDAP2 GGPS1 GLCE GPANK1 GPR35 GPRC6A GSAP GUK1 HES6 HIKESHI HLA-C HMGXB4 HNRNPUL2 HPF1 HSBP1 HTR1F IER3 IFT22 IGDCC3 INPP5D IRAK1BP1 ISCA2 KCNK13 KIF1B KLF16 KLHL2 KLHL7 KRT5 LAMB2 LAMTOR1 LAT2 LGR6 MAPK9 MARCHF6 MED1 MED22 MEPCE MFN2 MGAT2 MLLT10 MORC3 MRPL47 MRPS14 MTFR1 MTMR10 MYH4 MYO1H NAA30 NCKAP1L NDUFA7 NDUFAF1 NDUFS2 NEK9 NGRN NIP7 NONO NOSIP NUDT3 ORMDL2 OSGEP OSTC OXCT1 PAPSS1 PBXIP1 PDCD6 PDE7B PDS5A PIN1 PITHD1 PLD1 PLEKHA2 POLE3 POLR3A PPBP PPM1G PPP1R14B PREB PSMB5 PTCD2 PTGIR PURA PWP2 PYROXD1 RAB14 RAB2B RAB40C RABGGTB RAD17 RAF1 RAP1GDS1 RBM19 RBPMS2 RIOK3 RMND5B RNF20 RREB1 S100A1 SACS SARAF SEC16A SERP1 SF3A1 SIRT7 SLC1A5 SLC25A47 SLC9A1 SMC3 SNX17 SRP14 SRP9 ST6GALNAC6 STK38 SURF6 SYPL1 TEFM TFEB TMA16 TMED3 TMED7 TMEM128 TMEM184C TMEM9B TNNI3 TOMM6 TOP3A TOR3A TOX TP53BP1 TRMT10C TSEN15 UBE2I UBE3A UBP1 UBR3 USP39 VDAC3 VOPP1 VPS39 WBP1L WDR33 ZC3HC1 ZDHHC12 ZDHHC7 ZNF526 GSE17721_LPS_VS_GARDIQUIMOD_2H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_GARDIQUIMOD_2H_BMDC_UP ACSL1 ACTN1 ACTRT1 ADCY8 ADM AEBP2 AKR1D1 ANXA7 AOX1 AP3M2 ARG2 ARHGAP31 ARMCX3 ATP5F1E AZIN1 BFSP1 BHLHE41 CA13 CA4 CALCRL CCL13 CD200 CD72 CD86 CDC42EP4 CDKN1A CHIC2 CHRND CLDN5 COLEC12 CPSF4L CS CST8 CXCL11 CXCR3 DENR DLK2 DNAJB6 DSCAML1 DUSP1 DUSP26 EIF1 ENTPD2 EPC1 EPHB3 ETS2 ETV6 FABP4 FAM107B FAM133B FANCC FEM1B FOS FOXF2 FOXJ3 FOXP1 GADD45B GALNT3 GAS7 GBP7 GDF9 GHITM GIMAP1 GJB3 GLRA3 GPBP1 GPR137B GPR85 GRHL1 GRID2 GSTK1 GUCY1A1 GYPC HMGB1 HNRNPLL HPGDS HTRA1 HTRA2 ICAM1 IFITM2 IFRD1 IFT57 IL10 IL20 IRF8 IRS2 ITGA4 JAG1 JUN KBTBD2 KCNA3 KCTD10 KDM5C KLF3 KLF9 KLHL25 KMT2D KREMEN1 KRT33A KRT33B KTN1 LAMTOR2 LHX5 LOX LTA LTBP3 LYZL4 MDFIC MED21 MEF2A METRNL MMD MRE11 MRPS6 MT2A MX1 MXD1 NEDD9 NFATC1 NFKBIB NFKBIZ NPM1 ODR4 OFD1 OLR1 P2RY2 P3H3 PABIR1 PDLIM4 PDLIM5 PDPN PI15 PIWIL2 PKMYT1 PKNOX2 PLAT PLCL2 PLG PLSCR1 PMEPA1 PPIB PRNP PRPF40A PSPC1 PTCH1 PWP1 RAB30 RAB38 RCN1 REL REPIN1 RFFL RILPL2 RND3 RNF208 RTP4 SCAND1 SERPINB9 SERPING1 SH3BP4 SHCBP1 SIN3B SLC12A4 SLC25A17 SLC25A20 SLC25A37 SLC38A1 SLC7A11 SMAD1 SMARCB1 SMARCE1 SMS SPRY1 SPRYD7 SPTAN1 STAT4 STK17B SYT13 TAF7 TASOR2 TAX1BP1 TGIF1 TIMP4 TJP2 TLE1 TMEM191C TMEM39A TNFSF10 TPMT TRAF1 UBE2H VCAN VWA5A WDR48 XCL1 YES1 ZBTB32 ZNF296 ZRSR2 ZSWIM9 GSE17721_LPS_VS_GARDIQUIMOD_4H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_GARDIQUIMOD_4H_BMDC_DN ACOX3 AFG1L ANP32B ARHGAP5 ARMC1 ATG2B B3GALNT2 B4GALT1 BBLN BCDIN3D BTK BYSL C12orf43 C14orf119 C18orf32 C9orf64 CAPS2 CASD1 CD99L2 CDCA5 CDIP1 CERK CFAP20 CHTF8 CIAO2B CIPC CLK2 COPRS CTSB CUL4A CXCL6 CYRIB DCTN5 DDX18 DUOXA1 DYNLRB1 ECI1 EGF EIF2S3 EIF4B EIF5 ELP1 EMC7 ERO1A EVI5 EXOC1 FAM184B FAM216A FAM98A FARSB FECH FNTA FUBP1 FZR1 GCLC GPN1 GPNMB GTF3C4 HDHD2 HEATR6 HEPACAM2 HES6 HSD17B12 IARS1 ID3 IER3 IKZF2 INPP5A INTS6L IPO9 IPPK IRF4 IVNS1ABP KIF3C KLHL7 LDAH LDHA LONP2 LRRIQ4 MAP3K14 MAPRE1 MARCO MEA1 MEF2A MEF2D MEMO1 MIDN MLLT11 MMACHC MNT MROH1 MRPL37 MRPL46 MRPL51 MRPS33 MRPS36 MTG2 MTRES1 MYO7A MYO9B NATD1 NCF2 NDRG4 NEU1 NOPCHAP1 NOS3 NR2C2AP NSMF OGFOD3 P2RY6 PACS2 PAG1 PCLAF PDCD6 PDF PEDS1 PFN1 PGAP6 PJA2 PLA2G15 POFUT2 POLD1 POLD4 POLR2I POLR3D PPBP PPP1R3F PPP3R1 PPP4R1 PRMT5 PSMD12 PTCD2 PTPN9 RAB31 RDH13 REEP1 RGS19 RGS3 RHOG RMC1 RNF7 RPL3 RPS2 RRAD SAA1 SCYL1 SDC1 SDF4 SDHD SEC14L1 SEC24D SEMA4B SF3A1 SF3A2 SGSM3 SHISA2 SLC19A2 SLC25A38 SLC2A1 SLC30A5 SMARCAL1 SMARCC1 SNX12 SNX15 SPIDR SRSF6 SUGP2 SUPT16H TBPL1 TESK2 TLL2 TMED7 TMEM185A TOMM20 TOPBP1 TRMT10B TSC1 TSC22D4 TSPAN6 TTC13 TTC3 TTK UBA2 UCKL1 UIMC1 UNC119 USP10 VAC14 VASP VPS11 WDR4 WNT2B WSB1 YIF1A YWHAG ZCCHC8 ZNF146 ZNF808 ZSCAN26 GSE17721_LPS_VS_GARDIQUIMOD_4H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_GARDIQUIMOD_4H_BMDC_UP ABCB4 ACADSB ADAM33 ADAR AKT2 ANKRD33B AP2B1 AP4B1 APOBEC3B AQP2 ARHGAP17 ARHGAP6 ART3 ATP11B ATP13A1 ATP6V1D ATRX AXIN2 BCL2L1 BCL3 BLTP1 BMP15 BMX BZW2 C3AR1 CAMLG CAPN5 CCDC59 CCL13 CCL7 CCNJ CDK20 CENPE CKB CLCF1 CLDN15 CLTRN CNGA2 COQ3 COX18 CPT1A CRBN CRYBA1 CSF1 CYSRT1 DEXI DLL4 DTD1 DUSP2 DZIP1 EBI3 EIF1AY ELF1 ENPP3 ENTPD1 ETHE1 FARSA FGF22 FKBP7 FNDC3A GADD45B GCNT2 GEMIN7 GPSM2 GRIN1 GTPBP2 HDAC1 HELZ2 HINFP HLA-B HLA-E HMGN3 HOXB3 HOXD8 HPGD HSPB2 IL36A IQGAP3 IRF2 IRF7 ITGAV ITPKA JARID2 JDP2 KCNMB1 KCNS1 KDR KLRK1 KRTAP3-1 LARP1 LATS1 LOXL3 MAD2L1 MDFIC MED28 MOV10 MPP1 MTARC2 MTHFS MTMR2 MXI1 MYOD1 NAA15 NAA20 NCK2 NECTIN2 NEDD9 NKD2 NLGN2 NR3C1 NTS NUB1 OCIAD1 OGFR ORM1 PARP8 PCDH7 PCMT1 PCNA PCNX1 PDPN PFDN6 PHF20L1 PHKG1 PLAT PLCL2 PLEKHF1 POLR2G PPP2R2A PPY PRPF31 PSMB9 PWP1 PYCARD RAB12 RASA4 RBCK1 RBM7 RCSD1 RDH11 REEP3 RGS1 RGS14 RHOB RHOH RNF19A RNPEP RSL24D1 RTCA RTP4 SAT1 SDC4 SEC24B SEH1L SERPINC1 SERPINE1 SERTAD1 SFXN2 SH3KBP1 SHF SLC15A2 SLC30A1 SLC38A1 SLCO3A1 SLIRP SMAGP SMU1 SNW1 SNX10 SPTLC2 STK39 STX1B STXBP1 TANC1 TBL1X TCF4 TEFM TFAP2A TIMELESS TIMM17B TMCO3 TMEM219 TMEM229B TNFRSF13C TNKS1BP1 TOR3A TOX4 TRA2B TRIO UBE2D1 UBE2F UBE2R2 USP18 USP25 VAPB VNN1 WASHC4 ZFP92 ZNF281 ZNF521 GSE17721_LPS_VS_GARDIQUIMOD_6H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_GARDIQUIMOD_6H_BMDC_DN ABHD17C ACADM ACRBP ACSL4 ACSS2 ACTR1A ADAM23 AGTPBP1 AIMP1 AKR1B15 ANXA3 AOAH APBB2 ARHGEF1 ARRB1 ATG5 BDH1 BRIX1 BST1 C11orf24 C9orf64 CCT8 CD302 CD48 CDC37 CDC42SE2 CDKN2B CDR2 CERS5 CFP CLEC6A CLIC1 CLIP1 CNOT9 COA6 CSF2RB CSGALNACT2 CXCL3 CXCL6 DCTN5 DDT DEPDC7 DESI2 DHRS7B DNM1 EGR1 EIF3A EIF4G2 ELOVL1 EMB ENO3 EPS15 FAM149B1 FBXO22 FECH FGD4 FTL GLMP GNAQ GNL2 GORASP2 GPCPD1 GPR155 GRIP1 HDGF HECTD3 HES6 HEXB HNRNPDL HTATIP2 INPP5A IP6K1 IPO9 JAGN1 KDM2B KIF3C KRR1 LAMTOR3 LAS1L LIMD1 LMAN2 LPGAT1 LRPPRC MAPK10 MCUB METTL3 MGST1 MIA3 MOB3B MPHOSPH10 MPND MRPL12 MRPS14 MVD NCF2 NDEL1 NME6 NOP14 NPM1 NR2C2AP NRG4 NSDHL NSF OAT PACS1 PBXIP1 PC PCBP2 PHTF2 PIK3C2A PLAUR PLEKHJ1 PLPP1 PLPP2 PNO1 PNPO POLR1A POLR3G PPARG PPBP PPP1R14B PPP2R5C PPP5C PPT2 PRMT2 PRMT3 PRPF39 PRRG2 PRSS16 PTCD2 PUM3 RABGAP1L RAP2A REXO2 RHOT2 RPA1 RPIA RPL28 RPP14 RPS3 RRP8 SASH1 SDHA SEC11A SEPHS2 SESN2 SEZ6L2 SFT2D1 SGK1 SIRPA SIRT4 SKP1 SLC20A1 SLC66A1 SLCO5A1 SLF2 SNF8 SNX12 SPCS3 SPRY1 SRD5A3 SS18 SSR2 STMN1 SYS1 TBC1D24 TEX261 TFB2M TIMM10B TIMM8A TLR2 TMEM131L TMEM141 TMEM14C TNF TP53RK TSNAX TSPAN14 TUBG1 UBD UBE2A UBE2E2 UBP1 UQCRC1 USP36 UTP4 VASP VPS29 VPS35 VPS39 WDR12 XPO7 XPR1 XYLT2 YAF2 ZFP36L1 ZNF330 ZNF639 ZNF704 GSE17721_LPS_VS_GARDIQUIMOD_6H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_GARDIQUIMOD_6H_BMDC_UP ABHD16A ADAP2 ADCY3 AGER AIDA AKR1B1 ANK3 ANKS1A APMAP ARCN1 ARL4A ASF1A ASTN1 ATAD1 ATP11B B4GALT4 BAIAP2 BCKDHB BLNK BRI3 BTRC C1orf35 CALCR CAMLG CASK CBFA2T2 CCL4 CD164 CD83 CEP19 CHD4 CHRNE CHTOP COPS2 COQ3 CPNE3 CPT1A CRBN CSNK1A1 CYP24A1 DCBLD2 DEK DNAJB11 DNAJC13 DOK1 DR1 DRC1 DTD1 ENG EPAS1 EVA1A FABP4 FAM3B FBXO25 FHOD3 FKBP9 FMR1 FNDC3A FOXO1 FOXP1 FSCN1 GADD45B GATAD2A GBP6 GHITM GNPDA2 GSTO1 GTPBP2 HELZ2 HINFP HLA-B HMGCS2 HOXC4 ICAM1 IFIT3 IFNAR2 IL1RAP IL21R INMT IST1 ITGAV ITIH3 JUND KATNA1 KCNMA1 KITLG KLK11 KREMEN1 LANCL2 LCK LHB LRAT LYPD8 MACROH2A1 MAD2L1 MAGED1 MED28 MPRIP MSI1 MTHFR MTOR MX2 MXI1 MYBPH MYD88 NAA20 NAA80 NAP1L2 NAT1 NCOA1 NES NMNAT1 NOC4L NOTCH2 NRBP1 NSMAF NTF3 NXF1 OR2S2 PARP14 PBX3 PDGFRB PIM1 PITPNC1 PLCL2 PLEKHA2 PLK2 PNRC1 POMC POP4 PPIF PRG3 PSME4 PTPN6 PURA RAB12 RAB22A RAB30 RAB9A REEP3 RELL1 RGCC RGS1 RHOH RND3 RNF135 RRAS2 RUNX3 SAMHD1 SEC22A SECISBP2L SEH1L SETD7 SFT2D2 SH2D2A SHFL SLC16A2 SLC28A2 SLC6A4 SLF1 SLIRP SNX2 SOS1 SPG7 SSBP3 ST6GALNAC4 STAM2 STARD3NL STRA6 STX3 STX5 STXBP1 SUB1 TAB2 TANC1 TBC1D1 TBK1 TCF20 TFG THEG TLCD2 TMEM219 TMEM50B TMOD3 TMTC4 TOX4 TSPYL1 UBA7 UBE2D1 UBE2W UBTF UPF2 VRK2 VWA5A WASF3 WNK1 ZBP1 ZBTB7A ZFX ZNF3 GSE17721_LPS_VS_GARDIQUIMOD_8H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_GARDIQUIMOD_8H_BMDC_DN ABR ACADM ACSL5 ACVR1B ADAM9 AKAP9 ALG5 APBB2 ARL8B ASXL1 ATL2 ATP2A2 ATP6AP1 ATP6V0C BCCIP BECN1 C21orf91 C5orf24 C5orf34 C9orf64 CAMK1D CARMIL1 CAV2 CCDC47 CCT2 CD9 CDH23 CEACAM21 CHODL CNIH1 COLGALT1 CPEB1 CPSF3 CTU1 CXCL3 CXCL6 CYP24A1 CYSLTR1 DAPK1 DARS1 DBNDD2 DDX21 DDX56 DESI2 DHCR24 DHRS7B DIMT1 DNASE1L1 DOCK5 DPH5 DYNLL1 EIF3L EREG ETFDH EXOSC10 F3 FADS1 FAM118B FBXW11 FKBP15 FOXJ2 FPR1 FRRS1 GABRA6 GARS1 GFM2 GJD2 GLRX GMFG GPR155 GPR84 GSTZ1 H2BC5 H6PD HDAC7 HEATR6 HERPUD1 HHEX HID1 HMGXB4 HNRNPUL2 HRAS IL36G IMPDH2 INTS3 IPO5 IPO8 IPO9 JADE1 KCTD1 KLHL20 KRT12 LIG3 LIMA1 LMAN2 LRWD1 LTA4H LTC4S MAK16 MAP3K7 MAPK14 MAPK3 MARCO MBTPS1 MCFD2 MIA2 MLLT10 MRPL3 MVD MYCBPAP MYLIP MYO7A NCF2 NDRG3 NFAM1 NFKBIZ NOL11 NOP56 NUDCD1 NUDCD2 OPN3 ORC2 OTUD6B OXCT1 PAICS PDF PGLYRP1 PGM2 PIGO PKP2 PLBD1 PLIN3 PNO1 POM121 PON2 PPARG PPBP PPCDC PPT2 PRKCH PRKD3 PRMT3 PRNP PSMD14 PSMG2 PTPRS PWP2 REXO2 RFC4 RGS10 RNF130 SAA1 SALL3 SASH1 SASH3 SCAMP5 SEPHS2 SERF1A SIGLEC7 SLC30A5 SLC39A9 SLC4A8 SLC7A6 SLC7A7 SMPDL3B SOX4 SQLE SREBF2 STAG2 STK17B TACSTD2 TARS1 TARS2 TCEA2 TFEC THAP11 TLR2 TMEM106C TMEM176B TMEM63A TMLHE TSPAN14 TSPAN2 TUBGCP3 TUFM UBE2A UBE2J1 UBQLN1 UQCRB UQCRC1 WNT11 XPO5 YAF2 YIPF4 YWHAG ZDHHC12 ZFP36L2 ZMPSTE24 ZNF146 ZSWIM7 GSE17721_LPS_VS_GARDIQUIMOD_8H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_GARDIQUIMOD_8H_BMDC_UP ADPRM ADRA1A AEBP2 ANKIB1 ANKRA2 ANXA11 ANXA2 ARF4 ARPP19 ASB13 ATP10A ATP1B3 BBS2 BMI1 C8orf33 CACNG2 CAND1 CAPN10 CASK CCL24 CDC27 CDC42EP4 CDKN1B CFAP298 CH25H CHAC2 CHPF CHRNA3 CLDN18 CNTRL COLQ CRIM1 CROT CTSC CYP2A6 CYTH3 DAB2 DDR2 DEXI DNAJA1 DNAJA2 DNAJB1 DNAJC7 DPCD DPT E2F5 EDA ELOC ENDOD1 F10 FBXO25 FCRLA FNDC3A FOXP1 FST FURIN G3BP2 G6PC2 GADD45B GCAT GLA GNA13 GNG11 GPHN GTF2B GTPBP4 HDAC1 HLA-B HMGN5 HS6ST3 HSPA5 HSPB8 HTRA1 HTRA2 IFIH1 IFNA1 IFT81 IGBP1 IL15 IL2RA IMPDH1 IRF1 IRF4 IRF8 ITGAV KARS1 KATNA1 KLRK1 LAD1 LANCL2 LCP1 LHX6 LMO1 LPAR1 LYZL1 MBD3L1 MBIP MCCC2 MCM10 MITF MPP1 MPP2 MRPS6 MTHFR MTHFS MTMR14 NAT2 NCMAP NDST2 NINJ1 NME7 NMNAT1 NMT2 NPY4R NTS NUDT19 NUDT9 OAS1 OLFM1 OVOL2 PARP3 PCM1 PCP4 PDGFRB PDK3 PDZD11 PHOSPHO1 PI4K2A PI4K2B PIAS2 PLEKHF2 PLEKHO2 PLEKHS1 PNRC1 POLR2G POMP PSMB9 PSME2 PSME4 PTGES2 PTPRA QPRT RAB12 RAB22A RABGEF1 RAD51 RASAL1 REEP3 RFK RFX5 RMDN3 RNASET2 RND3 RNF14 RNPEPL1 RRAS2 RUNX2 SCHIP1 SEC24B SIK1 SLAMF8 SLC22A13 SLC29A3 SLC35G6 SNX16 SP6 SPIC SSBP3 STAT3 STX2 SUV39H1 SVBP SYT17 TANC1 TAPBPL TBC1D15 TCEANC2 TIPARP TLR3 TLR6 TMEM140 TMEM70 TOMM70 TPX2 TRAPPC4 TSPAN5 TTC36 UBE2B UBR7 UFM1 UPP1 USP21 VAMP3 VRK2 WASHC1 WDR43 WRAP73 WWOX XRCC6 YPEL1 GSE17721_LPS_VS_PAM3CSK4_0.5H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_PAM3CSK4_0.5H_BMDC_DN ACAA1 ADIG ADORA2A AGAP3 AGL AKR1C3 ALG5 ANO1 ATAD2B ATF5 ATP6V1C1 BAIAP2 BCL2L2 BCLAF1 BHLHE41 BRINP1 BRWD3 C16orf74 C6orf62 CAPN6 CAVIN3 CBX6 CBY1 CCDC175 CCL20 CD44 CD52 CDKN2D CELF1 CHRDL1 CHURC1 CLEC14A CLEC7A COL5A2 COPZ2 CREB3L1 CTSB CTSK CX3CR1 CXCL13 CXCL17 DEPDC1 DHX36 DLG3 DMC1 EEA1 EIF4G1 EIF6 ELK4 EN1 ENG ENPP3 ERBIN ESCO1 ETV3 FGFR1 FGL2 FJX1 FN1 FNDC7 FTL G6PC1 GLE1 GPN3 GPNMB GPRASP1 GRB7 H1-10 HAS3 HBG2 HNRNPM HOXD1 HOXD13 HPGDS HPRT1 HRH3 HS3ST3A1 HTATSF1 IAPP IFT81 IL10RA IL17RC IL20 IL6ST INO80 INPPL1 INTS11 JMJD1C KCNJ15 KCNK13 KIAA0513 KIAA2013 KMT5B KRT34 KRTAP13-2 KRTAP15-1 KSR1 LAMA3 LAPTM4A LCLAT1 LIN7B LITAF LRATD1 LRWD1 LSR LTBP3 METTL18 MNX1 MPP1 MRPS28 MSI1 MTMR14 MYOZ1 NANOG NAPB NCOA6 NIPA2 NIPAL2 NME6 OAS2 ORM1 PACS1 PAK1IP1 PAX4 PCDH7 PCDHB5 PDE6H PDLIM1 PEX14 PHF13 PIGQ PKDREJ PLEKHA6 PPBP PPP1R18 PPP6R3 PRADC1 PRELID3A PRKD3 PRPF39 PRSS22 PRSS35 PSMA5 PTGR2 PTPRS PWP2 PYY RABEPK RAG2 RALGDS RARS1 RBL1 RBX1 RHBDL3 RHO RILPL1 RIPK4 RNF13 RNF44 ROCK1 RPAP1 RPS6KA2 RYK SAAL1 SAG SALL2 SELENOT SFTPB SH3BGRL3 SLC19A2 SLC1A5 SLC22A3 SLC27A5 SLC47A1 SLC6A2 SLC6A4 SNRNP70 SRGN SRPK1 SS18 STC1 STRN3 SYP TAC1 TBPL1 TEC THBS3 TMEM179B TMEM268 TMEM98 TRIP12 TSPO2 TWIST1 UHMK1 UMPS UPF3B USP17L2 VIL1 WFS1 GSE17721_LPS_VS_PAM3CSK4_0.5H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_PAM3CSK4_0.5H_BMDC_UP ABAT ACOT12 ACSF3 AGTRAP AKR7A2 ALDH3B1 ANGPTL3 ANXA10 AP3B2 APIP APOE ATCAY ATP5F1E B3GAT3 B9D2 BANP BNIP2 BTF3L4 C11orf68 C2orf49 C7orf25 C8G CANT1 CCDC6 CCND2 CDIP1 CDK4 CENPA CHCHD10 CHCHD7 CLDN3 CLN6 CNTN4 COCH COPS7B CPA1 CYBB CYP2S1 DACH1 DCTPP1 DDX18 DGCR6 DLD DNASE1 DPYD DUSP10 DUSP15 DUSP18 DYNLT4 ECH1 EDN2 EHBP1L1 EIF2S1 ELMO2 EMD ENDOG ENKD1 ENTR1 FAM193B FDFT1 FGF9 FOXB1 GAST GPR137B GPR45 GTF3A HES1 HNF1B HVCN1 IFNAR2 IGKC IL17RA IL9R ITGA4 JMY JPH1 JPH2 KIF9 KLHL9 KXD1 LMO7 LRP4 MAPK13 MB MBD3 MDH1 ME1 MED28 MEPCE MGAT4C MMADHC MMS19 MOG MRPL28 MRPL30 MRPL42 MRPL49 MRPS15 MTAP MYBPH MYT1L N4BP3 NAGK NDUFAF1 NIPBL NIT1 NMBR NUCB2 NUDT16 NUP133 OR6A2 ORMDL3 OSTF1 P2RY12 PAM16 PBX3 PDZK1IP1 PFN3 PIP5KL1 PITPNB PLAAT3 PNKD POLG PPIL2 PRKAB1 PRRC1 PRSS12 PRSS37 PSMB9 PSMD7 PTCD2 PTOV1 RAE1 RAG1 RALBP1 RANBP17 RASAL3 RB1CC1 REG1A RESP18 RGL2 ROBO4 ROM1 RPL22 RPL39 RPS3A RPSA RRP9 S100G SARS1 SCN3A SFRP1 SKP2 SLC15A1 SLC46A2 SLC4A3 SLC5A4 SLC6A14 SLC8A1 SLX9 SMPD2 SNHG8 SORBS1 ST8SIA2 STBD1 STEAP1 STK16 STUB1 STX7 SUPT20H SVBP TAFA5 TDRD7 TGM2 TMEM214 TNFRSF1B TOR2A TP53BP1 TRA2B TRIM26 TRIM6 TRPM5 TSEN34 TTPA TXNRD3 UBALD2 UNC13B VRK2 WDR43 WFDC5 YEATS4 ZBTB17 ZC3H3 ZMIZ1 ZMPSTE24 ZNF276 ZNF281 ZNF354B ZNF566 ZNRD2 GSE17721_LPS_VS_PAM3CSK4_12H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_PAM3CSK4_12H_BMDC_DN ABCC1 ACOX1 ACSS2 ACTR6 ARHGEF1 ARHGEF12 ATL2 ATP5MF BANF1 BCAS2 BDH1 BIRC5 BMP6 C1QTNF12 CCT3 CD200R1 CD320 CDADC1 CDC25A CDK1 CEP57L1 CEP68 CETN3 CHADL CHEK2 CIB2 CISD1 CKS1B CLCC1 CLEC5A CNIH1 COQ3 COX8A CSGALNACT2 CSTB CYB5A DBI DHRS11 DIPK2A DPAGT1 E2F6 EBP ECD ECHS1 EEF1AKMT1 EFNA1 EIF3I ELOVL1 EMC7 ENTPD4 ERO1B F3 FAHD1 FAM3C FAM50A FBXO33 FKBP4 FOXP1 GAD1 GDAP2 GLCE GLRX3 GPX1 GSTM1 HADH HDHD2 HGSNAT HSD17B7 IFITM10 IL18RAP IL1B IMP3 ISYNA1 IVNS1ABP KCTD12 KLF7 KLHL7 KRT72 LAPTM5 LMAN2 MARCHF6 MAST1 MAT2A MBTD1 MCM7 MECR METAP2 MFF MLH1 MLLT10 MMP8 MPO MRPL3 MRPL33 MRPS11 MRPS16 MRPS28 MRRF MTIF2 MYL1 MYO7A NCAPH2 NDUFA6 NDUFB11 NDUFC2 NEDD8 NEK9 NFYC NIP7 NOMO1 NPRL3 NUCKS1 NUDT5 OAT OPN3 ORMDL1 P2RY6 PBDC1 PDE6C PEA15 PGLS PGRMC2 PLA2G2E PLAUR PLPBP PNO1 POF1B POLR3K PPP1CC PPP2CB PPP2R1A PPT2 PRKAG2 PRKCB PRKD3 PRSS35 RAB7A RBFOX2 RBM12 RENBP RMND5B RNF167 RNF187 RNF26 RPF2 RPL12 RPL14 RPL27A RPL5 RRAS S100A6 S1PR1 SASH3 SCN7A SDC1 SDHA SDHAF4 SDHC SEC61B SEC62 SEPTIN8 SERPINB2 SIGLEC7 SLAIN2 SLC25A33 SLC35A1 SLC37A4 SMC4 SNX12 SNX21 SPO11 SQOR ST3GAL5 STAG2 STAMBPL1 STARD4 STARD7 STX1A SWI5 TAF9 TALDO1 TINAGL1 TM2D2 TMEM37 TMEM41A TOB2 TOMM6 TRAPPC1 TRIM3 UBALD1 UGDH VIPR1 WASHC2A YPEL3 ZBTB1 ZC3H14 ZDHHC6 ZFP82 ZNF148 GSE17721_LPS_VS_PAM3CSK4_12H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_PAM3CSK4_12H_BMDC_UP ABCB1 ABHD6 ACYP2 ADPRH AIF1 AIM2 AKR1C3 ANKIB1 AP2B1 ARHGEF2 ASB13 AVL9 BBX BLTP1 BMI1 C14orf180 CASP3 CASP7 CCDC80 CCDC96 CCL17 CCN4 CCR7 CD164 CD200 CD274 CDC27 CDKN1A CFLAR CLIC4 CLRN3 CMTR1 CNN2 COL1A2 COL22A1 COX18 CPEB2 CPTP CRBN CRYGB CRYGS CSRP1 CST3 CYP1A1 CYTH1 DHPS DNAJB6 DNAJC2 DOP1B DTD1 DYNC1I2 EBI3 EHD4 EMILIN3 ENDOD1 EPSTI1 EXTL1 FANCA FNBP4 FUT8 GFRA4 GNL1 GNPTAB GSTM2 GTPBP2 GTPBP6 H1-2 HBP1 HCN2 HCRT HIVEP1 HK1 HMG20B HOMER1 HOOK2 ICAM2 IFFO2 IL10RA IL12RB1 IL17RC IL21R IL2RG IL4I1 INSL6 ITGA4 ITK JDP2 KARS1 KAT6A KLF6 KLK10 KREMEN1 LAP3 LAPTM4A LARP1 LGALS3BP LPXN M1AP MAN2A1 MAPK6 MICAL2 MISP MMP16 MORC3 MTARC2 MTMR2 MYD88 MYL3 NFKBIA NFKBIB NFKBIE NOTCH3 NR1D2 NR2E3 NR4A2 NRBP1 NSUN4 NUBP2 NUDT13 OGFRL1 PDE6G PDK3 PDLIM5 PDSS1 PGS1 PHF21A PIAS1 PIK3R2 PLD4 PLEKHS1 PLK2 PNRC1 POGLUT1 POU3F2 PPP1R15A PPP2R2A PRM3 PSMB6 PSME1 PSME2 RAB3IP RHOC RIOX2 RNPEP SAP30 SCARB2 SDC4 SEH1L SELENOT SERPINA3 SERPINE1 SERPINE2 SERTAD1 SGK1 SH3BP1 SIN3A SLAMF1 SLC7A8 SLC9A8 SP4 SPOP ST6GALNAC6 STAP2 STARD6 STX2 STX4 STX8 STXBP3 TAGLN2 TBC1D13 TECPR1 THRAP3 TLR6 TMCO4 TMEM229B TMEM243 TMEM30A TMEM53 TMEM63B TNFRSF1A TNFSF8 TNPO2 TOX4 TPRA1 TPX2 TRAF1 TRIP12 TXN UAP1 UBL7 USP15 USP25 VCAM1 VPS9D1 WDFY1 WDR48 WNK2 WNT7A ZBTB2 ZNFX1 GSE17721_LPS_VS_PAM3CSK4_16H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_PAM3CSK4_16H_BMDC_DN ABCC6 ACADM ACOX1 ADCY9 ADK AGTPBP1 AIFM1 AKR1B15 ALDH6A1 ANGEL2 ANXA10 APEX1 ARHGAP31 ARHGEF1 ATP6V0B BANF1 BICC1 BOLA2 C19orf73 CAD CD300C CD37 CD5L CENPC CGA CHRDL2 CIB2 CLCN5 CLEC14A CLINT1 CLIP1 CNIH1 COX6A1 CTDNEP1 CYFIP1 DDHD2 DGAT1 DHCR24 DHX40 DLG1 DLL3 DNLZ DOCK5 DSTYK DYNLT3 EBPL EDA EDNRB EEF1B2 EEF1G EFCAB7 EIF2S3 ENTPD7 EVI2B FADS2 FASN FDPS FN1 GDPD3 GEMIN2 GLIPR1 GM2A GPR85 GRIPAP1 GUSB HAGH HECTD1 HGSNAT HJURP HLX HSD11B1 HTR1A HVCN1 ID3 IGFBP1 IL12A INCENP IRAK4 KCNK13 KIF20A KIF3C KIRREL1 LIMD1 LPIN1 LTB4R2 LTC4S MAP1LC3A MAPK13 MAPK3 MARCO MAST3 MECR MEF2A MGST1 MMACHC MPO MRPL23 MYADM MYL1 MYO1B NAGK NCAPD2 NCAPG2 NCKAP5L NCOR2 NDUFB6 NEK9 NELFE NPEPL1 NSDHL OST4 PABPC4 PAFAH2 PAICS PARP1 PCCB PDE8A PGLS PGM2 PHKA2 PHKB PHLDB1 PI4KA PJA2 PLCB4 PLCG2 PLPP1 POFUT2 POMGNT1 PRKAG1 PRPF6 PRXL2B PTPN1 PUS7 PYY RAB31 RBFOX2 RILPL2 RIOK2 RIPOR2 RPL3 RPL37A RPS10 RPS16 RPS9 RPTN RRN3 RRP15 RTL8C S100A1 SACM1L SAYSD1 SEC61B SEC61G SEPTIN6 SERF2 SFXN3 SIGLEC7 SLC12A6 SLC19A2 SLC25A39 SMAD4 SMC4 SMIM7 SNCA SNX18 SREBF2 SRRT SRXN1 ST7 STARD7 STK10 STK17B STMN1 SUSD2 SYNCRIP TBCEL TGFBR2 TIAM2 TIMM10B TMED5 TMED7 TMEM109 TMEM119 TMEM135 TMEM9B TNFRSF21 TOMM40L TSPAN12 TSPAN5 TXNDC5 UCP2 UPF3B UQCC2 UQCRQ WBP2 WDR4 YBX1 ZNF704 ZYX GSE17721_LPS_VS_PAM3CSK4_16H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_PAM3CSK4_16H_BMDC_UP ABHD16A ACSL1 ACTN1 ADORA2B ADRA2C ADRB1 AGRN AIDA AIF1 ANAPC16 ANKFY1 ANKIB1 ANPEP ANXA4 ARF4 ARID5A ARPC2 ASGR2 ATP6V1D ATXN7L1 BAIAP2 BHLHE40 BID BMI1 C14orf119 C2 C8orf33 C9orf85 CACNG1 CASP3 CCL17 CCR5 CCR7 CD247 CD274 CD70 CD80 CDKN2B CDS2 CEPT1 CFAP20 CFAP298 CFLAR CLIC4 CLN8 COMMD9 COPG2IT1 CSRP1 CST3 DBNL DHPS DHRS7B DNAJC12 DOK1 DPF2 DXO EED ELK3 EPPIN ERGIC1 ETAA1 ETV6 EVL F11R FASTKD2 FCGR2B FMR1 FNBP4 FNDC3A FTL FYN GBP2 GEM GHITM GLIPR2 GLRX GNA11 GPR137B HASPIN HDC HFE HLA-C HMGA1 HSPA1B ICAM5 IER5 IFFO2 IFNAR1 IL12B IL15RA IL18 IL2RG INHBA ISG15 ITGB7 ITPR1 KAT6A KATNA1 KCTD14 KEAP1 KPNA3 LAMP2 LAPTM4A LARP1 LGALS3 LPXN LRRC4 LRRC41 LYZL1 MCM6 MOB2 MRPL4 MRPL40 MRPL54 MRPS6 MTMR2 MVB12A MYL7 NAXE NDST4 NEK7 NFKBIB NOP53 NRL NUBP2 NUP50 PDE4A PFKFB3 PHC1 PHYH PIAS1 PIGH PIM1 PITPNM1 PKIB PKIG PLAT PLOD3 POR PPP4R2 PRRG2 PSME4 PSPH PTK6 PTPN18 PTTG1 RABEPK RAD9A RASA3 RBM43 RBM7 RFC5 RGS14 RIPK2 RSL24D1 SCARB2 SCNM1 SDHAF2 SERPINC1 SERTAD1 SGCB SH3BP2 SLC25A10 SLC37A2 SLCO3A1 SMIM3 SMIM8 SNX10 SOCS4 SORCS2 SORL1 SPRED1 STAB1 SUPT20H TAP2 TARDBP TGFBI TIAM1 TIGD5 TMA16 TMCC3 TMCO3 TMEM129 TNFSF4 TOX4 TPRA1 TPRKB TRHR TRIM25 TRIM26 TXNDC17 UBE2J2 UPK3B VAV3 WAC WIPF1 WNK2 ZFAND2A ZNF227 ZNF24 GSE17721_LPS_VS_PAM3CSK4_1H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_PAM3CSK4_1H_BMDC_DN AARD ABHD17C ABHD3 ADCY8 ADORA2B ALPK2 ANKRD33B ANPEP APAF1 APBB1IP AQP7 ARHGAP1 ARHGEF12 ARRDC1 ASL ATF4 B3GNT2 BAZ1B BIRC3 BMP6 BRCA2 BRD2 CACNA1H CADPS2 CALB1 CAMKV CBX4 CCND2 CD70 CD80 CDH2 CDK5R1 CDKN1A CDKN2B CEBPB CELA2A CHKA CHMP1A CLASRP CSNK1G2 CXCL2 CYP21A1P DAPP1 DERL3 DGKG DHCR24 DNAJB5 DNAJC13 DNMT1 DPEP3 DUSP16 EDN3 EIF3C EPB41L2 EPHA3 EPOR ERN1 FAM20C FAM53C FAS FASLG FHOD3 FN3K FOSL2 FRMD6 FSTL1 GADD45B GATA2 GLB1 GPC1 GPD2 GPN2 GTF2I HIP1R HNRNPLL HORMAD1 HPGDS ICAM1 IFNGR1 IL17RD IL1R1 IRAK4 IRF8 ITGB1 ITPRID2 JUNB KCNN3 KDR KLC3 KLF17 KRT8 KRTAP8-1 LFNG LIN9 LRP2 MAP3K8 MAPK6 MAPKBP1 MAT2A MCAM MECP2 MEF2B MET MIB1 MTF1 MTHFD2 MYO1C NADK NAPG NCF2 NCK2 NDRG1 NFKBIA NFKBIZ NHSL1 NKX2-1 NR4A1 NUDT9 OSBP OTX2 PAH PARP12 PARP8 PAX1 PDE1B PDE9A PDGFRB PECAM1 PIGR PIK3CA PIM3 PLSCR1 PNPO POLG PPP1R10 PRDM1 PRMT7 PTGR3 PTGS2 PUF60 RAP1GDS1 RASA2 RING1 RNF111 RNF14 RNF19A RYR1 SBDS SCAF4 SCML4 SEMA3E SKIL SLC11A1 SLC22A25 SLC23A2 SLC41A1 SLC7A6 SORT1 SOWAHC SPRY1 SRXN1 ST6GAL1 TAC1 TAF1C TAOK1 TBC1D8B TDRD7 TMBIM6 TMEM229B TMEM39A TNFAIP1 TNIP1 TRIM2 TRIM8 TRPC7 TSC22D1 TYRP1 UBE2J2 UBIAD1 UBXN4 UGDH USP10 USP11 UTP20 VANGL2 VCAM1 VPREB3 WDR33 WDR81 WNT11 XAB2 XIRP1 ZC3H12A ZC3H12C ZFP92 ZNF354A ZNF598 ZNRF1 ZSWIM9 GSE17721_LPS_VS_PAM3CSK4_1H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_PAM3CSK4_1H_BMDC_UP ABHD16A ACAD8 ACAT2 AGR3 AKR1B1 AKR7A2 ANAPC5 ANGEL1 ARG1 ARL6IP6 ASB4 ASPA BAK1 BDH1 BLOC1S6 BRWD3 BST1 BTK C1QBP C6orf120 CAP1 CBLN3 CBX3 CCDC117 CCNE2 CCNQ CCR6 CCT3 CD164 CDKL2 CHAC2 CKMT1B CMKLR1 COMMD5 COPS6 CPTP CRYBA2 DBR1 DDX10 DIAPH3 DPH2 DR1 DUT EBP ECT2 EED EID1 EPRS1 ERG28 ERH F8 FAM104A FAM234B FAM3B FBXL14 FBXO43 FKBP3 FLYWCH2 FMC1 FTSJ1 GABPA GJB2 GMPPA GMPPB GOLPH3L GPR65 GPR89B GRHPR HADHB HIBADH HLA-DOA HNMT HSPB2 IFNB1 ITIH3 JKAMP KAZALD1 KCNJ9 KCNK7 KIF3A KLHL20 KLHL9 LACTB2 LAMTOR2 LEPROTL1 LPGAT1 MAK16 MAZ MED8 MFAP1 MFSD4B MGST1 MINDY1 MLLT6 MOG MPHOSPH8 MRM1 MRPL19 MRPL28 MRPL43 MRPL51 MRPS31 MRRF MTERF4 MTFMT MTHFS NAT9 NDC1 NDUFB10 NDUFB6 NDUFS2 NQO2 NSDHL NSMCE3 NT5C2 NUDCD2 OR51B4 ORC6 OTUD6B PAK3 PALS2 PAPPA PCSK1N PDPK1 PELI1 PIGN PITPNM2 PLCZ1 PMEL PMS2 POLD1 POLD2 PRDX2 PSAT1 PSMA5 PSMF1 PTCD2 PTGR2 PUM3 RAB13 RAB3A RBM10 RBM15 RFC1 RITA1 RMDN3 RNF138 RNF43 RNFT1 RPP21 RPS11 RPS15A RUVBL1 SAAL1 SARNP SBF2 SCAND1 SEH1L SEPTIN10 SERF2 SERINC3 SERP1 SGPP1 SH3BGRL SIRT3 SLC25A28 SLC25A45 SLC4A10 SLURP1 SOCS7 SPAG7 SPEG SRRD SUGT1 THTPA TMCO1 TMED3 TMEM100 TMEM134 TRAM1 TRAPPC1 TSEN34 TSR3 TWF2 UBE2L6 UCHL3 UQCRB UQCRC2 VAMP4 XPA YJEFN3 YTHDF2 ZBTB1 ZBTB48 ZNF319 ZNF347 ZNF398 ZNF600 ZNF688 ZW10 GSE17721_LPS_VS_PAM3CSK4_24H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_PAM3CSK4_24H_BMDC_DN ABCB6 ABCE1 ABHD17A ABL1 ACADVL ACOT7 ACTR3 ADAM9 ADCY7 AKR1B15 ALDOA ANAPC13 ARHGAP4 ARMH4 ATP6AP2 BCAM BCL6 BLMH BNIP1 BSCL2 CALCRL CAMK1D CCDC80 CD300C CDH5 CEND1 CENPC CENPE CHCHD10 CKLF CLINT1 CLYBL COX8A CST9L CTDSP2 DBNDD1 DDX39B DHCR24 DOK3 DOLPP1 DPAGT1 ELOVL1 EMILIN1 ENO3 ESYT3 ETHE1 EWSR1 FCGR2A FGR FH FNBP1 FOXB1 FOXD4L1 GAK GK GNG2 GPR85 GPSM2 GPSM3 GRK5 GSN GSTM3 GYS1 HAUS1 HIP1 HMGCR HNRNPLL HPF1 HSD17B12 HSD17B7 IARS1 ICE1 IL16 KCTD1 KCTD11 KIF20A LAMTOR1 LANCL2 LGALS1 LIMD2 LRFN1 LSS LUZP1 MAPK11 MAT2A MCUB MGAT2 MICAL1 MMP7 MOB1A MORN3 MRPL33 MRPS14 MTHFD1 MVD MYO1B MYO7A NAB2 NCAPD2 NCAPH NDUFA3 NDUFB2 NDUFB5 NDUFV2 NKX2-2 NOMO1 NPEPL1 NSDHL PAG1 PALD1 PDHB PEA15 PECAM1 PFKL PGK1 PILRA PLAUR PLEKHA6 PLP2 PON2 POSTN PPIB PPP1R14B PPP1R3A PRKAG1 PROM1 PRXL2B PSMA6 PSMG1 PTBP3 PTPRK PUS7 RAB27B RAB34 RAB3D RAB7A RAD51 RCAN3 RNF128 RNF38 RPL12 RPS14 RPS15A RPS4X RRAS RSPH3 S100A13 SAPCD1 SDC2 SEC61B SELENOH SEPTIN9 SH3BGR SHE SIPA1 SLAMF9 SLC12A6 SLC12A7 SLC25A29 SLC4A4 SLC66A2 SMC1A SMC3 SMC4 SPARCL1 SPOCK2 SQOR SREBF2 SRSF9 SS18L2 SSBP4 ST6GAL1 STAMBPL1 STARD7 STMN1 STOM SVIL TIMM8A TMEM268 TMEM38B TNK1 TNNI2 TNPO2 TP53INP1 TPBG TPST2 TRAPPC2L TRIM69 TSHZ2 TSPAN14 TXNDC16 UBALD1 UBE2J1 UQCR11 VSIR YBX1 YPEL3 ZFHX3 ZNF740 ZW10 GSE17721_LPS_VS_PAM3CSK4_24H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_PAM3CSK4_24H_BMDC_UP ACSM2A ACY3 AIDA AKIP1 ALDH1A2 ANAPC5 ANPEP ANXA8 AP3M2 ARF4 ARFRP1 ARL6 ATL3 ATP10A AVL9 BAK1 BLCAP C11orf96 C22orf39 C6orf136 C8orf33 CASP1 CATSPER2 CCNG2 CD81 CD83 CEP152 CHRNA6 CIB1 CLEC10A CLMP CLP1 CLPP COA3 COMTD1 COPS4 CTSZ DAXX DCAF11 DDHD1 DDRGK1 DDX54 DENND4C DNAJB4 DUSP14 DYNLT1 EIF1B EIF6 EMC7 ENKD1 ENPP2 EXOC6 F10 FABP5 FAM133B FANCA FASTKD2 FIZ1 FLAD1 GADD45B GADD45G GALNT10 GATM GDF15 GFER GNPTAB GPBP1 GPR12 GRIN1 GTPBP3 HBEGF HBP1 HEYL HIGD1B HILPDA HLA-C HOOK2 HRH1 HRH2 HSPH1 IER5 IFI35 IFNAR1 IFT22 IL10 IL7R IRF1 IRF8 ITPA JUNB KCMF1 KLHL22 LTA LTO1 MAPK9 MARCHF5 MB MDFIC MDH2 MED1 MED31 METTL22 METTL3 MIEN1 MKNK2 MRPL11 MRPL13 MRPL9 NCOA3 NFATC2IP NINJ1 NOC4L NRBP1 ODR4 OLR1 OVCA2 PARP12 PARP9 PDE10A PEX13 PHYKPL POLR2G POM121 PPIL2 PROCR PSMA5 PSMB8 PSMC4 PSMC6 PSMD5 PSME1 PTCD1 PTGS2 PTPN22 PTPRT RAB23 RAB5A RABL6 RASA4 RBM10 RBM15 RBM3 RBM8A REXO1 RGS11 RNF112 RNF114 RPF1 RRP7A RXYLT1 SAMSN1 SCFD1 SCNM1 SEC16B SGK1 SLAMF7 SLC27A1 SLC28A2 SLC6A4 SLIRP SNHG6 SNX2 SOX18 SPOP SPSB1 SRD5A3 ST6GALNAC4 ST8SIA4 STAT4 STAT5A STK24 STX12 STX3 TACR1 TEN1 THAP4 TIFA TLK2 TM9SF4 TMEM161A TMEM33 TMEM39A TMEM63B TNRC6A TPST1 TRIAP1 TRIM15 TRIT1 TSPAN13 TYK2 UBAP1 UBC UBE2J2 USP19 VTA1 VWA5A XIRP1 ZBTB18 ZNF623 ZWINT GSE17721_LPS_VS_PAM3CSK4_2H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_PAM3CSK4_2H_BMDC_DN ACIN1 ACOT1 ACSM1 ADGRD1 ADPRS AGGF1 AGTR2 AKR1B15 AMDHD1 ANAPC16 ART3 ASCL3 ATG13 BBS2 BCAM BCL11A BET1L BHLHE40 C19orf12 C1orf43 C4orf19 C6 C9orf78 CA6 CAPRIN2 CARTPT CBY2 CDPF1 CELSR3 CFTR CHKA CHST14 CHST2 COA6 COL4A6 COPB2 CORO1C COX6C CSF3R CYP11A1 DCT DSCAML1 DTNB EDAR EFEMP1 EIF1B EMP3 ERAS F11 FAM117A FAM81A FANCE FBXL14 FKBP8 FZD3 GABRA3 GARS1 GCLM GK2 GLIS1 GNE GPS1 HAO1 HASPIN HBG2 HDAC9 HHAT HHEX HIBCH HR IFFO1 IFNGR2 IL17D IL21 INA INPP5K ITGA9 JAK2 KCND3 KCNK1 KCTD1 KCTD2 KIF23 KIF2C KLC2 KLHL42 KLHL7 KRTCAP3 LIMD1 LRRC2 LSM3 MAN1B1 MAP2K5 MED22 MEMO1 MGAT2 MIEN1 MMP17 MNS1 MRPL20 MRPL33 MRPS7 MSH5 MTTP MYBPC3 MYF5 MYL1 MYLK2 NATD1 NCOA6 NDUFS2 NECAP1 NEO1 NHSL1 NSD1 NSG2 NTHL1 NUDT4 OCA2 OR10A4 PADI3 PARVA PCDHB14 PDE6C PDGFRB PDHA1 PDS5A PLAAT1 PLCG1 PLEKHG5 POLH PPOX PRKD1 PRKN PROX1 PSMB5 PSMC3 PSME3 PTPRR PUF60 PYCR2 RABGGTB RASA1 RGS10 RGS5 RPL3 RPP25 S1PR3 SARAF SCT SDHB SEMA3F SHC1 SHROOM3 SLC12A4 SLC17A6 SLC1A2 SLC34A2 SLC35F6 SLC66A2 SLC7A6 SMG5 SMIM8 SMTN SNAP25 SNTG2 SNX21 SOCS6 SRP19 SRP9 SSTR2 ST6GALNAC2 STIMATE SYNPO2 SYT9 TBC1D17 TDGF1 TEX9 TIMM29 TMA16 TMCO5A TMEM30B TNFRSF14 TP53RK TRADD TXNIP UBE2O VWA1 WDR45B WIPI1 WNT9B WWOX XCL1 ZFP1 ZFP91 ZNF124 ZNF23 ZNF322 ZNF385A ZNRD2 GSE17721_LPS_VS_PAM3CSK4_2H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_PAM3CSK4_2H_BMDC_UP ABHD10 ACYP1 ADAM12 ADAM9 ADM ADPGK AFTPH AHCTF1 ALDH7A1 ANKRD33B AP3M2 AP4B1 APBB1 APOC3 ARHGAP17 ARHGAP21 ARHGAP31 ARHGEF3 ARID5B ARL4A ARSA ASF1A ATAD1 BAK1 BARHL1 BATF2 BDKRB2 BICD1 BRCA1 BRCC3 BUB1B C3orf38 CARD19 CATSPERG CCL13 CCL2 CCL4 CCL7 CCRL2 CD274 CD80 CEP55 CHPT1 CLDND1 CNTNAP4 CRLF3 CSF2 CSF3 CST7 CXCR3 CYP39A1 DACH2 DAXX DCK DDX60 DECR2 DRAM2 DUSP1 EDN1 EGLN3 EMP1 ENO2 EPM2AIP1 EPS15L1 ETS2 EVI2A FAAP20 FAM43A FOS GJA1 GPR37 GPR85 GSPT1 GUCY1A1 GYPC HBEGF HDAC2 HEMGN HILPDA HK2 HSF2 IFIH1 IFIT3 IL1A IL6 IL6ST INTS12 ISG15 JUN KBTBD2 KCNA3 KCTD12 KDM7A KIF16B KLF6 KRT86 LARP1 LCP2 LDLR LIF LRP2 MANSC1 MAP3K3 METTL7B MOGAT2 MOS MRPL3 MTMR2 MX1 MYLIP NABP1 NEDD4L NEURL4 NFATC2IP NFIL3 NIN NLRP3 NOCT NUPR1 NXF1 P2RY12 PACRGL PADI4 PAK1 PALS1 PAX7 PDGFC PEAK1 PELI1 PLAU PLEK PLP1 PNP POLR3A PPL PRL PRPF40A PRXL2C PTCH1 PTGER2 PTPN18 PTPRCAP RAB21 RAB9A REPIN1 REXO4 RGS1 RGS2 RND3 RNF2 RPIA RSBN1 RSPO1 RTTN RXFP2 SAP30 SCG2 SCGB3A1 SDC4 SECISBP2L SELE SEMA6C SERPINB2 SH3BGRL2 SIRT1 SLC25A22 SLC25A37 SLC27A1 SLC37A1 SLC4A8 SMAD1 SMARCC1 SMIM7 SPRY1 STX12 SUGP2 SYNGR4 TCTN3 TENT2 TEX2 TINF2 TJP1 TM2D2 TMEM101 TMEM267 TNF TOP2A TREX1 TSC1 TSLP TSPAN15 TSTD1 TTC39C TUFT1 UBE2F UBE3A UPK3A USP47 VAV3 ZFP36 GSE17721_LPS_VS_PAM3CSK4_4H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_PAM3CSK4_4H_BMDC_DN ACAT2 ACSL5 AKR1B15 ANXA3 ARAP1 ARL8B ARMC7 ASH2L ATF2 ATG5 ATP5F1D ATP5MC3 ATP6V1A ATP6V1C1 B4GALT1 BCDIN3D BHMT2 BIN3 C12orf4 C18orf32 C19orf53 C6orf136 C7orf25 CALR CBR1 CD1D CDC25A CDC42SE2 CDK2AP1 CEBPZ CEP19 CHFR CKLF CLK2 CLUH COX19 CPS1 CSE1L CSNK2A2 CTBP1 CXCR4 CYB5A CYBC1 DAD1 DCTN5 DDHD2 DGKZ DOLPP1 DPEP3 DPP8 DUS1L DUSP1 EEF1B2 EGLN2 ELOVL6 ETFBKMT ETFRF1 EXOC8 FARSB FASN FCHO1 FES FGFR1OP2 FZR1 GALK2 GLMP GLUD1 GNG10 GRK6 GTF3C4 HEATR6 HLCS HMGCS1 HSP90AA1 HTATIP2 IFNGR2 INPP5D IPO9 ITGB1BP1 KATNBL1 KCNJ14 KICS2 KIF3C KLHL7 LIPA LITAF LTN1 MAGIX MAP3K11 MAPK7 MBD3 MBTD1 MCFD2 MEF2D MEPCE MIA3 MICU1 MMACHC MORF4L1 MRM1 MRPL37 MRPL40 MRPL51 MRPL57 MRPS34 MTG2 NDUFA7 NFE2L2 NFU1 NUDCD2 NUP160 OSBPL2 P2RX5 P2RY6 PANK3 PCMTD2 PGLYRP2 PICK1 PIM3 PLA2G6 POLE3 POLR2E PPP1CC PTCD2 PTGES3 PTPMT1 RAB31 RAB3IL1 RAB40C RABGAP1 RANBP10 RASSF5 RBFOX2 RBM3 RCOR1 REEP5 RNASEK RNH1 RPF1 RPF2 RPGRIP1 RPL3 RPN1 RRS1 SACM1L SACS SARS1 SDHD SEC14L1 SEC16A SENP3 SHC1 SIGIRR SIKE1 SKP1 SLC19A2 SLC25A51 SLC2A1 SLC39A1 SLC6A8 SMARCC1 SNHG11 SNX1 SNX15 SPIC SRSF6 STAB1 SUN2 SUPT16H TACC2 TCF12 TESK2 TMED7 TMEM101 TMEM222 TMEM234 TMEM68 TP53INP2 TPRKB TSPAN3 TTC3 UBE2J1 UBE4B USP39 WDR45B WDR75 WIZ XPO7 YIPF4 YPEL3 YWHAB ZBTB22 ZC3H14 ZNF106 ZNF264 ZNF276 ZNF600 ZNF830 ZXDC GSE17721_LPS_VS_PAM3CSK4_4H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_PAM3CSK4_4H_BMDC_UP ABCB1 ACADL ADPRH AOPEP APPBP2 ARF4 ARL6IP1 ATAD1 ATF3 ATL3 ATP11C ATP13A1 ATP6V1D AXIN2 BBOX1 BCO1 BLTP1 BTG2 BVES C1QTNF4 C6orf62 C8orf33 CAAP1 CACNA1A CASP4 CCNJ CD80 CDC27 CHRNA4 CHST4 CLIC4 CNOT4 COQ3 CPEB3 CPN1 CPT1A CPTP CRBN CSF1 CTLA4 CXCL13 DAGLB DBNL DGKA DNAJA1 DOCK1 DOCK8 DOK1 ECHDC3 ELF1 ELMO1 ELOVL2 EME1 ENTPD1 F10 F3 FAAH FCGR3A FGF21 FST GAB2 GBP2 GK GNAQ GNL1 GRAMD2B GRHL1 GTF2F1 HAT1 HELZ2 HINFP HIPK2 HK1 HMGB2 HTRA2 IDNK IL10RA IL12RB2 IL20 IL2RG IMPDH1 KDR KLF4 LGALS3BP LLGL1 LMO2 MAD2L1 MAFB MED28 MND1 MOCOS MOCS2 MORC3 MOV10 MRAP MSANTD2 MXRA8 MYOG NAA20 NEDD9 NFKBIL1 NLGN2 NONO NPTXR NR1H4 NTM NTS NUB1 NUDT9 OCIAD1 OGFR OTUD5 P2RY12 PAFAH1B3 PARP8 PCNA PDLIM1 PHC2 PHF20L1 PIK3CD PLAT PLCL2 PLEKHA5 PLEKHN1 PLGRKT PLOD2 PLOD3 POLR2G PPP1R15A PPP1R3A PRKX PSAT1 PSIP1 PSMB9 PSMF1 PSORS1C2 PTPN2 PTPRCAP RAB12 RAB29 RAB38 RAB8A RAB9A RABEP2 RBCK1 RBM7 RBMS2 RGS14 RNF114 RUFY3 SDC4 SEC23IP SERPINB2 SFXN2 SHF SIAH1 SIRT1 SIX3 SLC6A4 SLC7A8 SLCO3A1 SLFN12L SLIRP SMAD1 SMAD3 SOCS1 SPTLC2 TAF1B TAS1R1 TBK1 TBRG1 TCEA1 TCF4 TENM2 TLK2 TLR6 TMC2 TMCO3 TMED5 TMEM30A TNFAIP3 TNKS1BP1 TNNT3 TOR3A TRIO TRIOBP TSPAN13 TSPAN15 TTYH2 UBE2D1 UBE2F UBE2R2 UPP1 USP1 VOPP1 WAC XIRP1 ZBTB8A ZNF281 GSE17721_LPS_VS_PAM3CSK4_6H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_PAM3CSK4_6H_BMDC_DN ACADVL ACSS2 ADGRD1 ADGRE5 AFG1L AGFG2 AHCYL1 AIFM1 AKR1B15 ARHGDIB ARSA ASCC2 ASNS ATF1 ATG5 ATP2A2 BCAS2 BCCIP BCL7B BOLA1 C12orf43 C9orf64 CALR CAMK1D CCT3 CD14 CDCA5 CEP20 CIAO1 CIDEA CLEC6A CLNS1A CNOT9 COPS5 COQ9 CORO1C COX19 CPEB1 CRELD1 CSF1R CTSA CTU1 CUTA CXCL6 DDX39A DENND10 DHX16 DNAJC5 DRG1 DYM DYNLL1 DYNLT3 EEF1B2 EFTUD2 EIF3I EIF4B ELAC2 EVI5 FAM118A FAM162A FAM20C FANCE FLAD1 FNTA FTL GALE GARS1 GDAP2 GOSR2 GPR155 GRK6 GTF2H1 HDGF HELB HNRNPU HNRNPUL2 HSCB HSD17B12 HSPA4 HSPH1 HVCN1 HYCC2 IFRD2 IMPDH2 IVD KCNAB2 KCTD12 KLHDC3 KPNA2 KPNB1 LAMTOR1 LAPTM5 LMAN2 LPIN1 LRRC58 LSM3 LTV1 MAP2K3 MBD3 MBTD1 MEFV MFN2 MGST1 MICOS13 MLLT10 MORF4L1 MPV17 MRPL20 MRPL28 MRPL57 MRPS14 MYC NCAPH2 NCF2 NECAP2 NIT1 NOP2 ODR4 ORMDL1 PARP16 PCCB PIGH PIM3 PLA2G6 PNO1 POLR2A POLR2E POLR2I POLR3D PPBP PPP2R3C PRKAG2 PRKCH PRMT3 PRRG2 PSEN2 PSTPIP2 PTPN23 PUS7 PWP2 PYCR2 RAB31 RAC2 RAD17 RAG1 RCAN1 RDH10 REXO2 RIC8A RNASEH2C RNF187 RPF2 RPS11 RRN3 SAA1 SEC22B SEC31A SEC61B SLAIN2 SLC17A9 SLC25A19 SLC39A9 SMARCD2 SOX18 SPIC STAB1 SUN1 SYK THUMPD3 TLE6 TMEM14C TMEM184C TMEM199 TMEM214 TMEM87A TMEM9B TOB2 TP53INP2 TP53RK TRAPPC1 TRMT10C TRPM8 TUBA1B TWF2 TYROBP UBE2A UBE2E2 UBE2J1 UBP1 UQCRHL UTP20 WDR13 YBX1 ZC3H8 ZDHHC16 ZFP36L1 ZNF326 ZNF451 ZNF830 GSE17721_LPS_VS_PAM3CSK4_6H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_PAM3CSK4_6H_BMDC_UP AAR2 ABCG2 ACADL ACOT9 ACTRT1 ALOX15 ANAPC5 ANKS1A APOBEC1 ARF5 ARHGAP17 ARHGAP6 ARHGAP8 ARL10 ARL4A ASPA ATAD1 ATG4D ATP6V1D BAIAP2 BCO2 BLNK BMI1 C19orf25 C1QL1 C8orf33 CACUL1 CAMK4 CASP1 CCDC86 CDHR1 CDK5R2 CHAF1B CISH CNTRL COPZ1 CPTP CRB1 CRBN CUTC DDHD1 DGKA DIO1 DNAJB11 DOCK8 DOK1 DTX1 DUSP10 ECE2 EEF2K EPC1 EVL FBXL8 FBXO25 FBXW11 FGD6 FLT3LG FOXRED1 FSTL3 GABRE GATAD2A GNPDA2 GPSM2 GRID2 GTPBP2 HINT3 HIVEP1 HK1 HLA-DOA HPCA HSPA1B IER5 IFI27L2 IFITM3 IL12A IL2RA IL36A INSIG2 INTS9 IRF2 ITGA4 KARS1 KCNMA1 KHDRBS1 KITLG KLF4 LCK LLGL1 MACROH2A1 MCM10 MED28 MEF2C MEP1A MFAP5 MGP MLXIPL MRPL13 MTF1 MYD88 NAPSA NCOA1 NDRG1 NFKBIB NID1 NMNAT1 NNMT NOC4L NOTCH2 NR3C1 NTS NXF1 PAK1 PARP4 PCBD1 PDE7B PEX13 PHF20L1 PHIP PIM1 PITPNC1 PKP4 PLCL2 PLEKHN1 PMVK PPIF PPP2R2A PRDX2 PSMG4 PTPN22 RAB25 RABEPK RAD21 RANBP1 RAP1B RBM17 RDX RNF114 RNF14 RNF19B RSRC2 RTP4 RYBP SEC23IP SEC24B SEPTIN10 SERPINB9 SERTAD3 SESN3 SFT2D2 SFXN2 SGK3 SLC25A28 SLC38A3 SLC40A1 SLC5A3 SLFN12L SMARCE1 SORL1 SPSB1 ST3GAL1 STK3 STK4 SUZ12 TAF1B TAP2 TAX1BP1 TBC1D1 TBC1D15 TCAF2 TIFA TIMP1 TIMP2 TLE4 TLR8 TMEM128 TMEM209 TMEM70 TMEM9 TMOD3 TNFRSF13C TNFSF4 TOX4 TREM2 TRIOBP TRPV6 TSPO TSPYL1 UBE2D1 UBE2R2 UBXN2B UNC50 USP15 VPS37C WDFY1 ZBTB45 ZBTB7A ZFR2 ZNHIT1 ZUP1 GSE17721_LPS_VS_PAM3CSK4_8H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_PAM3CSK4_8H_BMDC_DN ACOT7 ACOT8 ACVRL1 ADAM23 ADORA2B AHSA1 AKR1B15 ANAPC13 ANKRD28 ANXA9 AQR ARHGAP9 ATL2 ATP2A2 ATP5F1C ATP5MC1 ATP6V0B ATRAID B3GALNT2 BET1 BLVRA BMS1 BTF3L4 C12orf29 C5orf34 C6orf136 CALR CAPN7 CAT CCDC47 CCT3 CD1D CDADC1 CLCC1 CLTB COMMD6 CORO1C CTDSP1 CXCL3 CXCL6 CYB5A DARS1 DDX18 DESI2 DHRS7B DNAJC18 DNAJC4 DOCK5 DPH5 E2F6 EEF1D EIF2AK4 EIF3H EIF3L EIF4E EIF5 EMILIN1 ETFDH ETFRF1 FIGN FKBP15 FPR1 FTSJ1 FUBP1 FUCA2 GABRA2 GALK2 GCOM1 GFER GGH GLTP GPAM GRK6 GUSB HERC1 HGSNAT HLX HM13 HMOX1 HSD17B12 HTATIP2 HVCN1 IMPA1 IPO9 ITGA6 KCNAB2 KCNK13 KCTD1 KLB KLF7 KPNA6 KRI1 KRR1 LAPTM5 LCE1A LIPA MAPK11 MED14 MIA2 MIA3 MICOS13 MINDY1 MME MORF4L1 MRPL11 MRPL3 MRPL41 MRPL52 MRPS12 MRPS18A MRPS2 MSANTD3 MT2A MYADM MYDGF MYO7A MYO9B NBEAL2 NDFIP1 NDUFA7 NFS1 NISCH NOCT NOP2 NPM1 NPRL3 NSUN2 NUDCD1 NUDT2 NXT1 OTULINL OXCT1 PAFAH2 PAQR7 PC PCTP PDE8A PDIA6 POLD4 POLR2E PPARG PPIB PRKCSH PTPMT1 PTPN1 PWP1 RAB31 RAB33A RACK1 RAI1 RASA1 RASSF8 RCC1L RDH10 RENBP RNASEH2C RNF185 RPL14 RPL37A RPL5 RPP14 RPS10 RWDD3 SAA1 SCGB3A2 SDF2 SEC62 SIGLEC7 SKP1 SLC39A9 SMC3 SMC6 SNAPIN ST7 STARD7 SUN1 SURF2 TBCE TCEA2 TEX101 TMEM176B TNRC6C TPRG1L TRAPPC2 TRMT2A UBA2 UBE2J1 UBL3 UQCRC1 VPS35L WBP1 WBP2 YBX1 YIPF4 YPEL3 ZC3H12C ZFP36L2 ZNF329 ZW10 GSE17721_LPS_VS_PAM3CSK4_8H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_PAM3CSK4_8H_BMDC_UP AKT2 ALDH1A2 ANKS1A ANXA11 AP1G2 AP3M2 ARF3 ARHGAP12 ARHGAP17 ASAH2 ASF1A ASGR2 ASPA ATF3 ATOSB ATXN7L3 BAK1 BATF2 BLNK C8orf33 CALB1 CAPN2 CASP1 CCNB1IP1 CCNE1 CCR1 CD164 CDK14 CDKN1B CELA1 CEP19 CHRNA3 CMTR1 CNBD2 CPA3 CREB1 CRKL CSF1 CSRP1 DBNL DNAJC14 DNAJC2 DNMT3A DOP1B DPCD DUSP1 DUSP2 ECE1 ECE2 ENOX2 ENPP4 EPGN ETV6 FAM110A FBXO25 FBXW9 FCGRT FXR1 GABRA6 GASK1B GATAD2A GBP4 GLA GLIPR2 GNG2 GPHN GRN GTF2F1 GTPBP2 HINFP HIVEP1 HLA-B HMGN3 HMGN5 HOXC4 HSPA1A HTRA2 IFT172 IGFBP4 IL10RA IQGAP2 ITIH1 KCTD10 KIAA0319L KLF6 KLRK1 KMT2A KMT5B KYAT3 LGALS3BP LIMA1 LTA MACROH2A1 MAFK MAP3K8 MARVELD3 MCL1 MESP2 MFSD6 MINPP1 MOB1B MOCOS MTHFS MXD1 NAA20 NDRG1 NDUFS3 NDUFS4 NIT2 NPTX2 NQO2 NRBF2 NRDE2 NSMAF NTS P2RY12 PCCA PCDH15 PCSK7 PDCD10 PDE1B PDE7B PDLIM4 PFKP PLAT PLEKHG6 PLEKHO1 PLEKHS1 PLOD3 PMPCB PNPT1 PPDPF PSMA4 PSMB8 PTCH1 RAB13 RAB25 RAB8B RAD21 RAP2C RBM17 RCSD1 RESP18 RFFL RGS14 RGS2 RIPK1 RNF114 RNF115 RNF19B RUNX2 SAT1 SCIN SDCBP2 SERTAD3 SFXN2 SH3GLB1 SLBP SLC40A1 SLC44A2 SLF1 SMC5 SNRNP27 SNX10 SORCS2 SPTLC2 SPTSSB ST3GAL1 STAT4 STX2 STXBP3 SUV39H1 SWAP70 TJP1 TLE4 TLR7 TNC TNFRSF11A TNFRSF25 TNFSF10 TNFSF8 TNXB TRA2A TRAPPC14 TRIM6 TRIP12 TSC22D4 TSPO TTC36 TXNDC16 TXNDC17 TYK2 UBE2B UBE2D1 USF1 VAMP3 WASHC1 ZFAND3 ZFP36 ZNF654 GSE17721_LPS_VS_POLYIC_0.5H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_POLYIC_0.5H_BMDC_DN CPQ ELOC GEMIN2 GPR182 ICE2 IFT22 KIF3B KMT5B KPNA6 KRT13 KRT32 L2HGDH LAMA2 LAPTM5 LINGO1 LIPT1 LTC4S LY6G6C MAL MAN1B1 MAN2C1 MFSD4A MID2 MIDN MIIP MKLN1 MMEL1 MMP1 MMP17 MOS MPP1 MRFAP1L1 MRM1 MRRF MSRB2 MTERF4 MTF1 MUTYH MXD4 MYB MYCN MYCT1 MYF5 MYL9 MYO6 NAPB NCAM1 NDUFB2 NHERF2 NHSL2 NPY2R NRIP1 NRM ODF3 OLFML3 ONECUT3 ORAI1 ORMDL2 OSBPL6 OTP P2RX4 PAFAH1B2 PANK3 PAX3 PFDN2 PGF PGR PHKG2 PI16 PIP4K2A PMS2 PNMT PNPT1 PREB PRICKLE1 PSMB1 PSMD4 PSMG4 PTDSS2 PTGES PTN PTPN4 PTPRU PUS3 QRICH1 RAD23B RAD51B RALGPS2 RBMS2 RCBTB1 RDH16 RGS20 RGS4 RHBDD3 RHOBTB2 RNF17 RNPS1 RPF2 RPGRIP1 RPS27L RRM1 RRP12 RYK S100G SATB2 SCGN SECISBP2 SELENBP1 SELENOK SEMA4F SEPTIN4 SERF2 SH3D19 SHARPIN SHH SIAH1 SIX4 SLC16A2 SLC17A3 SLC22A6 SLC22A7 SLC25A53 SLC27A1 SLC34A2 SLC4A1 SLIT3 SNRPD3 SNX10 SNX15 SOD3 SOX4 SOX5 SPESP1 SPIRE2 SRPK1 STIL STIMATE STMN3 STX1A SUV39H2 SYCP3 SYNGR2 SYNRG SYT12 SYTL2 TAGLN2 TAL2 TBC1D20 TBCB TBL1X TC2N TECTB TFAP2B THAP7 TMEM176A TMEM39A TMEM50B TNFAIP6 TNFSF13B TNFSF4 TNS2 TOMM7 TOR1A TOR1B TOX TP53INP1 TRAM1L1 TRMT1 TRPC6 TSNAXIP1 TSPY1 TSPYL4 TTL TUB TXNDC9 UCKL1 UGGT2 UPK3A UROC1 USP14 VASN VAX2 VCAM1 VPS37B WASF1 WDR4 WDR54 WFDC1 WIPI1 YARS1 YKT6 YPEL3 YWHAE ZIC1 ZNF207 ZNF334 ZNF397 ZNF639 ZNF821 GSE17721_LPS_VS_POLYIC_0.5H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_POLYIC_0.5H_BMDC_UP ACAD10 ACSL6 ACSM1 ACTN2 ACVR1 ADAM10 AGR3 AGRP AIG1 AKAP10 AMMECR1L ANKRD46 ANLN ANTXR2 AP1S1 APOM AQP8 AQP9 ARHGAP12 ARHGDIB ARTN ASAH2 ASZ1 ATN1 BBLN BCAP31 BLM BNIP1 BOP1 C11orf52 C2orf76 C5orf15 C9orf64 CACYBP CASC3 CASQ2 CCKBR CCNL1 CCR1 CD248 CDC25A CDO1 CELF1 CENPB CHRNB2 CITED2 CLIP4 CLPTM1L CLUAP1 CNTN2 CNTN6 COA3 CPEB2 CROT CTC1 CTDP1 CTLA4 CXorf38 CYP1A1 DAPP1 DCT DDX5 DENND4C DFFA DHX8 DIS3 DMXL1 DNAJB13 DNM3 DOK5 DPP3 DUSP12 DYSF EDC4 EEFSEC ELF1 EOLA1 ERI1 EVI5 EXT1 FASTKD5 FBXL20 FCGR1A FEZ2 FGFBP1 FIG4 FLT3 FMO2 FOXP1 FUCA2 FXYD4 GAA GABPA GABRA6 GALK2 GALNT6 GFM1 GIMAP6 GIT1 GKN1 GLUL GNA14 GNAQ GNG12 GOLGA7 GPATCH2 GRIA2 GRIK5 GRSF1 GRWD1 H1-8 H2BC3 HABP4 HARS1 HDAC2 HECTD1 HEXA HNRNPK HOMER2 HSD17B8 HSPB3 HTR2B IFT88 IL12RB2 ILRUN ITGB3BP ITIH3 JAK1 KCNAB2 KCNIP3 KCNN1 KCNN4 KDELR1 KIF13A KIF21A KLHDC2 KRTCAP2 LETMD1 LIMK2 LRP4 LRRC42 LRRC59 LTBP2 MAGOHB MAP3K8 MARK2 MARK4 MAX MBP METRNL MGAT4C MGLL MLLT3 MLXIP MMP23B MOB4 MOGS MPDZ MPV17 MR1 MRPL1 MRPL12 MRPL18 MRPL37 MRPL42 MRPS25 MRTFB MTAP MTF2 MVK MXI1 NAB1 NAT1 NDUFS6 NEK6 NEUROG3 NFATC1 NOP2 NPPC NRARP NSG1 NSMF NSUN2 NUB1 NUCB2 NUCKS1 NUDC NUDT9 NUP188 NUP37 NUP58 RETREG2 RETREG3 RMC1 SLC25A51 SPIDR TLNRD1 TMEM242 TPGS1 ZSWIM9 GSE17721_LPS_VS_POLYIC_12H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_POLYIC_12H_BMDC_DN ADNP AHCYL1 ANGPT1 ANKRD27 ANXA11 AP3B1 APOBEC1 APOD ARF6 ARHGEF40 ASF1A ASF1B ATP11B BATF2 BTG4 CARS1 CCNL1 CCNL2 CD300A CD68 CD9 CDYL CLEC6A CLMP CPNE3 CRCT1 CXCR4 DDX4 DHRS7 DLG3 DNPEP DOP1B DPEP3 DUSP11 DUT E2F8 EBPL ECRG4 EGR4 EIF3H EMC8 EPSTI1 EYA4 FBXO21 FIG4 FLCN FLT1 FUOM GALNT4 GCNT2 GNAS-AS1 GNG11 GPRC5B GPSM2 GPX2 GTF2F1 HCFC1R1 HES6 HHEX HLA-DMA HNF1A HS2ST1 IFI30 IL15RA IRAG2 IRF1 IRF5 ITGB7 ITPR1 KLRK1 LAMA5 LAPTM5 LASP1 LAT2 LCOR LMNA LPXN LRRC42 MAGI3 MAK MANBA MAST1 MBD4 METTL9 MGST2 MIS18A MOG MPP4 MS4A1 MXI1 NAGA NAT1 NCK1 NDC80 NDRG4 NEU1 NFAM1 NFIB NFIL3 NSMCE4A NT5C3A ODF2L PCP4 PCSK7 PHGDH PHLDB1 PKD2L2 PLA2G5 PLEKHO1 PLGRKT PNPO POLR3GL POU2F1 PPP2R5B PRCP PRMT2 PRPF38A PSMA4 PTCH1 PXMP2 QPCT RAB7A RABEP2 RARG RASA3 RASGRF1 RASSF3 REN RFC2 RGS3 RHO RHOC RHOU RNF34 RNH1 RPL19 RPL28 RPS10 RPS14 RPS21 RPS25 RRAD RSRP1 SAMHD1 SAT1 SCN10A SDC1 SDCBP SDHAF2 SEH1L SENP3 SERPINB1 SESN2 SH3RF1 SHARPIN SLC12A9 SLC15A4 SLC37A2 SLFN12L SMAD4 SMIM14 SNX21 SPDL1 SSBP1 STK24 STOM STRBP STX3 SUN2 SVBP SYNPR TANGO2 TAP2 TEX43 TFG THAP4 TIMP2 TLR3 TLR9 TM2D2 TMEM128 TMEM176B TMEM234 TMLHE TMUB2 TNFRSF1A TNFSF10 TXNDC16 UAP1 UCHL3 USP33 VCAM1 VEGFA VGLL4 VHL WDPCP WEE1 ZFAND6 ZFP91 ZNF385A GSE17721_LPS_VS_POLYIC_12H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_POLYIC_12H_BMDC_UP ABHD17C ABT1 ACLY ADAM17 ADORA2B AIFM1 AKR1B15 AKR1D1 ANP32A AOAH AP3S1 ARHGAP24 ARL1 ASRGL1 ATG7 BDH1 BOLA1 CAND1 CAT CDC25A CDR2 CEP104 CHADL CHCHD2 CHID1 CLCC1 CNOT3 COMMD7 COX6C CRY1 CRYGS CSAD CSDE1 CSF1 CTBP2 CTBS CTU1 CYFIP2 DAB2IP DDB1 DGAT2 DNAJB6 DYM ECD ECHS1 EIF4G2 EPRS1 EPS15L1 ERI3 F13B FAM20B FDFT1 FMNL3 FN1 FOXJ3 G6PD GAS2 GCLC GDI1 GHDC GLMN GNL3 GPN1 GSS GSTM1 HADHB HCN2 HEATR6 HS6ST1 HSD3B7 HSPA4 ICOSLG IER5 IFITM10 IFRD2 IGF2R IGFBP4 IRF4 ITGAX ITSN1 IVNS1ABP JAG1 JAK2 KRT12 LPP LRRC14 LRRC59 M1AP MAP3K11 MCM3 MECR MIEN1 MOGS MPG MPHOSPH8 MRPS12 MSANTD4 MTF2 MTG1 MYDGF NAA30 NADK NCBP1 NCBP2 NEK9 NFATC3 NFKBIB NOA1 NOC2L NOL11 NOP14 NOP16 NOTCH3 NUCKS1 NUP160 NUP50 NUP62 NUTF2 OTUD4 PABIR1 PAFAH1B1 PCNX1 PDE4B PDF PDLIM7 PES1 PHF8 PILRA PINX1 PMPCA PNO1 POLR2A PON2 PPT2 PPTC7 PRMT1 PRMT3 PRRX1 PSMD12 PSMD6 PTCD2 PTGR1 PTX3 PWP1 RCC1L RETREG2 RHOA RIOK2 RNF126 RNF26 RRN3 SACM1L SEC31A SEPHS2 SERPINE1 SLC18A3 SLC20A1 SLC41A2 SLC6A12 SMAD7 SMIM7 SMPDL3B SPEN SPRYD4 SPTSSB SRM SRSF1 ST3GAL1 ST3GAL5 STARD4 STT3A SUOX TAF13 TAGLN2 TIMM10B TIMM17B TM9SF4 TMCO1 TMEM135 TMEM39A TMEM63B TPRKB TRAF1 TRAF3IP2 TRIM21 TRIM27 TRMT112 UBLCP1 UHMK1 USP21 USP24 USP34 UTP20 UTP25 VDAC3 XPO7 ZBTB1 ZDHHC3 ZFP64 ZFP82 GSE17721_LPS_VS_POLYIC_16H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_POLYIC_16H_BMDC_DN AANAT ACTR3 ADAM23 ADTRP ALDH1L1 ARFGAP3 ARL14EP ARR3 ATF1 ATP13A1 ATP6V1G1 AVL9 B3GAT1 BCAT1 BFAR BLOC1S3 BRD2 C15orf39 C8orf33 CACNB4 CAMK2D CCDC12 CCL4 CCNA1 CCNE1 CCNJ CCR5 CD86 CDH11 CENPB CEPT1 CHD8 CHMP1A CLK1 CLK2 COCH CTDSP1 CTSK DCBLD2 DDX60 E2F3 ECE2 EDN1 EFCAB7 EFNB2 EIF4EBP1 EIPR1 ENC1 F11R FAM117A FAM120A FAM227B FAM53C FAM89A FGFRL1 GCNT2 GLIPR2 GMPPB GRINA GSAP HDAC5 HELZ2 HMBOX1 HMGN3 HS1BP3 IFIT3 IGLL1 IL12RB2 IL21R IL2RB IP6K1 IRF2 IZUMO1R JARID2 KAT2B KDR KHDC4 KRT20 L1CAM LDLR LGALS1 LPGAT1 LPIN3 LRP1 LTC4S MAD2L1BP MAGI1 MANSC1 MDM4 MFHAS1 MMD MMP19 MOCOS MRC1 MRPL39 MTA1 MYO10 NAA80 NAXE NCK2 NDRG4 NFE2L1 NLGN2 NPEPPS NR3C1 NRROS NUB1 NUDT9 OAS2 OMD ORM1 PARP12 PARP9 PARVG PGLYRP1 PHYHD1 PLEKHA2 PLEKHO1 PLEKHO2 PPFIA4 PRDM5 PRPF38A PSMB6 PSRC1 PTGS1 PTK6 PTPRF PXN RAB22A RAB8B RBBP8 RBM43 RBMS1 RBMS2 RHOV RIN2 RIPPLY3 RNF13 RSAD2 RTF2 RTN4 RYR1 S100A11 SAT1 SBF2 SCARB2 SCN1B SEMA4F SERPINB1 SERTAD1 SEZ6L2 SIRT7 SLC15A4 SLC43A3 SLC44A2 SLC7A8 SNF8 SNRK SNX4 SOCS6 SOX4 SPHK1 SPIN1 SPPL3 STAP2 STAT4 SYN3 SYNGR2 TANGO2 TAX1BP3 TBC1D13 TBC1D8 TLE6 TLK2 TMBIM6 TMEM131L TOB2 TOX TPX2 TRIM25 TRIOBP TRPM6 TSPAN13 TSPAN5 TXNDC17 UBXN1 USP15 UTRN VAPB XPO6 YPEL1 YTHDF1 YWHAH ZBTB18 ZFP36L2 ZNF292 ZNF385A ZNF740 ZP1 ZXDC GSE17721_LPS_VS_POLYIC_16H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_POLYIC_16H_BMDC_UP ABCB6 ABHD17C ACOX1 ADPGK ALDH1A2 ANP32A AOAH AOX1 ARFGEF1 ARHGEF3 ASRGL1 ATP2A2 ATP5F1B AURKAIP1 AZIN1 B3GALT2 BABAM1 BCKDHB BLMH BOLA2 BPNT1 BST1 BTG2 C1GALT1C1 C9orf64 CCT2 CD48 CDC16 CDH6 CDK2AP1 CEP20 CHID1 CHST14 CIAO2A CLEC4D CNOT7 COL4A2 COPS6 COQ3 COX18 CRIPT CXCL14 CYB5R3 CYP4B1 CYP51A1 CYTH3 DCTN3 DDHD2 DHRS3 DPH6 DRG1 ECH1 EIF3J EIF3L ETV1 FABP4 FAM149B1 FBL FDPS FKBPL FST GAS7 GCG GLB1 GLG1 GLO1 GMPPA GSTA5 GTF2E2 GUCA1A GUSB HCLS1 HEATR6 HECTD1 HEXB HIBADH HRC HYPK IDH1 IDH2 IFNAR2 IFT22 IFTAP IGBP1 IGF2R IPO4 ITGA4 KCNIP4 LANCL1 LCP1 LFNG LIF LRPPRC LRRC57 LSG1 LSM2 LTA MAP4K5 MCM3 MCM7 MCTS1 METTL5 METTL6 MLX MMACHC MNAT1 MRPL23 MRPL35 MRPL45 MRPL58 MRPS14 MYDGF MYO5A NCF1 NDUFA4 NDUFS2 NDUFV2 NF2 NFKBIB NKAP NOMO1 NR1H3 NUP43 OLR1 OR10J5 OSBPL2 OSGIN1 OST4 PACC1 PCBD2 PDE4B PLXDC2 POFUT2 POLA1 PON2 PPP2R3C PPP4R2 PPP6C PRADC1 PRMT5 PRPS1 PRSS37 PTBP1 PTPN1 PTPN11 PWP1 RAB2A RAC2 RAD18 RBBP7 RNASEH2C RNF141 RNF5 RPF1 RRP8 RTN3 SCAMP1 SEC61G SEC63 SFXN3 SHE SIT1 SLC1A2 SLC7A7 SLF1 SMIM30 SNRPD1 SPIC SPPL2A SRGN SRSF10 SSBP4 ST13 STARD4 STMN1 STRAP SUOX TANC1 TDP1 TEX2 TGFBI TIMM17B TRAM1 TREM1 TRMT2A TUBGCP5 TUFM TXNDC5 UBXN2A UCK2 UPF2 UROD UTP11 WDHD1 YAE1 YBX3 ZDHHC6 ZNF566 ZNF644 ZNF830 GSE17721_LPS_VS_POLYIC_1H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_POLYIC_1H_BMDC_DN ABCC1 ACVR1B ADD3 ADIPOR2 ADNP ALG2 ANGEL2 ANXA11 AP3B1 AQR ARHGEF40 ARMC10 ARRDC1 ATP13A2 BAG2 BFAR BIRC2 BMP6 BMS1 C1QBP C3 CA2 CACNA1S CALB1 CALHM2 CANT1 CAPN6 CASC3 CD300LF CDC25A CDC37L1 CELSR3 CERT1 CES3 CHD7 CKAP4 CLASRP CLP1 CLU COL4A4 CPA3 CPSF4 CRABP2 CREBZF CRKL CTCF CTU1 DAZAP2 DDX39B DHX57 DIAPH2 DNAJB8 DNAJC10 DPM2 E4F1 EDRF1 EEF1B2 EIF5B ELK4 ENTPD4 EPHA5 ERAS EXOSC8 FAM8A1 FAU FBXL12 FIZ1 FKBPL FOXB1 G3BP1 GABRA1 GADD45G GCNT2 GDA GGA2 GLRA4 GPALPP1 GPAM GRIA3 GSTT1 H3C4 HDAC2 HINFP HNRNPA3 HP1BP3 HPS3 HSD17B11 ICE2 IFRD2 IMPACT IRX3 KDELR1 KDM3B KLF15 KLHDC3 LMNB1 LRRK1 LTO1 LUC7L LUC7L3 LUZP1 MAD2L1BP MAGI2 MALAT1 MEOX1 METTL25B MNS1 MPZL2 MX2 MYORG NECAP2 NOPCHAP1 NR0B1 NUDT16 OAZ2 OGA OGFOD2 OPHN1 OPRL1 ORAI1 OSBP PARP3 PCBD1 PCGF2 PCYOX1 PDCD4 PFKP PHF2 PIGT PIK3CG PITPNM1 PKIB PLEKHN1 POLG PPIL4 PREB PRKAG1 PSMB9 PTBP3 PTP4A2 REC8 REXO4 RHOQ RIOX1 RNF185 RNF34 RNPEPL1 RRP1B RSRP1 SACS SAPCD1 SCAF11 SELL SENP1 SERPINC1 SH3BGRL3 SIGIRR SLC16A6 SLC2A3 SLFN12 SMARCA2 SMG5 SNAPC2 SNTB1 SOCS1 SORT1 SOX4 SPEN SPIB SPINT2 SREK1 TAF8 TAOK1 TCF3 TMEM140 TMEM150A TMEM47 TMEM87A TNC TP53INP1 TRIM7 TRIM8 TRIP13 TSTD1 UBN1 UBTF UCKL1 UNC45A URI1 USP43 VAMP1 VPS9D1 WNT11 XRN1 YWHAH ZC3H7A ZNF688 ZNF746 ZNF841 GSE17721_LPS_VS_POLYIC_1H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_POLYIC_1H_BMDC_UP ACACB ACSS2 ACYP1 ACYP2 AKR7A2 ALDH7A1 ALG14 AP4M1 AREG ARHGEF3 ARL1 ARL6 ASGR2 ATL2 ATP5F1E ATP5PF AZI2 BCL10 BCL2L1 BCL2L11 BIN3 C1orf54 CA1 CAMK2A CARD10 CCL7 CCN1 CCNL1 CD84 CDC42EP4 CDK5R1 CDKN1A CEBPD CELF4 CHIC2 CHORDC1 CLINT1 CRYBA2 CSF1 CXCL6 CYP1A1 DCPS DDX3X DHCR7 DLD DNAJB9 DUSP14 DUSP8 ECHDC1 EIF2B2 ENDOU EPRS1 EPS8L3 EREG ERRFI1 ETS2 FADS2 FAM216A FDFT1 FITM1 FKBP11 FLNB FLVCR1 FMC1 FOS FRMD5 FRMD6 GABRB1 GADD45B GALK2 GALM GLB1 GOSR1 GP9 GPR3 HDC HILPDA HLA-G HNF1A HNF4G HSPA5 ICAM1 IER5 IFNB1 IHH IL13RA2 IL18BP IL1A IL23A IL2RB IL36G IRF4 JUNB KCNJ9 KDELR3 KIF20A KLF2 KLF6 KRTAP13-2 LACTB2 LAP3 LCLAT1 LCP2 LPAR4 LPGAT1 LTV1 LYPD1 MAFF MAML1 MAP3K12 MARK1 MED21 MOGAT2 MRPL22 MRPL58 MSR1 MST1R MT1E MT2A MYCBPAP MYO1H NANOS1 NDUFB6 NDUFC1 NLRP3 NPPC NQO2 NR5A2 NRL NUCB2 ORC1 PARD3B PCBP3 PHPT1 PIM3 PKP2 PLA2G4F PLSCR1 POLR1E PPARG PPIC PPP1R10 PPP1R2P1 PRIM2 PTGER4 PTN PUM3 RCBTB2 RGS17 RND3 RNF7 RPN1 SELENOK SELENOT SERP1 SERPINF2 SERTAD2 SH3GLB2 SIL1 SIRT1 SLBP SLC4A7 SLFN12L SMARCD3 SMIM30 SNAPC3 SPATA13 ST7 STAG2 SYN3 SYNGR4 TACC2 TBATA TCEAL8 TCN2 TFEC TGIF1 THOC7 TIMM17B TIMP1 TIPARP TLR2 TM6SF1 TMEM33 TMEM45B TNFAIP2 TNFSF10 TOR2A TSPO2 UCHL5 USP16 USP9Y VDAC3 VRK1 WNT2B WSB1 YARS1 ZC3H12C ZFP36 ZNF600 GSE17721_LPS_VS_POLYIC_24H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_POLYIC_24H_BMDC_DN ADA ADAM11 ADAM23 AHCYL1 ALDH1B1 ARL4C ARNT2 ARRB1 ATP11B ATP6V1B2 AVL9 BASP1 BATF3 BCL2L14 BID BIN3 BRWD1 C11orf91 C19orf48P C1orf54 C3AR1 CACNB3 CAPG CASR CBX6 CD200R1 CD68 CD93 CDT1 CLEC4A CLN8 CNR2 CPT1A CRLF2 CSK CTDSP2 CXCL10 CXCR4 CYSLTR1 CYTH1 DAB2 DCT DOK3 DOLPP1 DPEP3 DPYS DSTYK EGR2 EHD4 EMP3 EPC1 EPSTI1 ERCC6L ERLIN1 EVI2B FAM13B FCGR3A FEZ2 FGF13 FNBP4 FNDC3A FZD4 GCA GCNT3 GIGYF1 GPR35 GPSM3 GPX1 HACE1 HBA2 HDAC7 HELZ2 HERC1 HHEX HIVEP1 HLA-DRB1 HOXA11-AS HS1BP3 IDS IFITM3 IKZF1 IQGAP1 IRF2 IRX5 ITIH3 ITPRID2 JARID2 KAT2B KATNA1 KCTD12 KDR KIF2A KLHDC4 KLHL10 L1CAM LAMP2 LAMTOR1 LAMTOR3 LAT2 MAU2 MED24 MICOS13 MICU1 MMP19 MNT MOCOS MTA1 MTMR10 MTMR6 MYO9B NAPSA NCBP3 NEU1 NKX2-2 NSMAF NUMB NXF1 PACS2 PAG1 PFKFB3 PGLYRP1 PLAAT3 PLCB2 PLEKHO2 PLIN2 PRIMA1 PRRX1 PSME1 PSME2 PTBP3 PTGDR2 PTTG1 PYY RAP2C RASA3 RB1CC1 RBCK1 RBKS RBMS1 REEP3 RFC2 RMDN3 RND3 RNPEPL1 RPL28 RPL38 RPL7 RPS19 RRM2 RSPH9 S100A1 SEC24B SELENOT SEPTIN8 SESN2 SFXN2 SH3GLB1 SHARPIN SIRT1 SLC16A6 SLC25A45 SLFN12 SNRK SPINT2 STAB1 STX2 SUB1 SUDS3 SVEP1 TBK1 TCF7L2 TEX14 TEX264 TIMELESS TIMP4 TLE4 TMEM184B TMUB2 TNFRSF11A TNFRSF1A TOM1 TRA2A TREM2 TREX1 TTC3 TUBB2A TXNDC16 UBE2R2 UNG USP25 VIT VPS35L VPS37C VRK3 WDR90 WIPF1 ZNF395 ZNF524 ZNF841 GSE17721_LPS_VS_POLYIC_24H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_POLYIC_24H_BMDC_UP ABRACL ABT1 ACO1 ACY3 AFG1L ALCAM ALYREF APBB2 APP ATP5F1D ATPAF2 B4GALT1 BHLHE40 BLMH BRAF BST1 C16orf87 CA2 CARMIL1 CAT CCT4 CDC25A CDC26 CHD1L CIAO1 CIAO2B CIBAR1 CLDN6 CLMP COPRS COQ4 CSDE1 CYB561D2 CYB5A CYP4F12 DAP3 DDT DERL2 DNAJB6 DNAJC19 DOCK7 DVL1 DVL2 DYNLRB1 E2F6 EBNA1BP2 EBP ECI2 EEFSEC EIF3I EMC10 EMILIN1 ENTREP3 EREG EXOSC10 FAH FAM174A FAM8A1 FANCC FASTKD2 FKBPL FTL FTSJ1 GBE1 GFER GLOD4 GLRX3 GMFG GNL2 GPR84 GSS GSTO1 GSTT2 GTPBP4 HAS3 HDGF HDHD5 HIBCH HOPX HSD3B7 IAH1 ICOSLG IDE IER3 IGFBP4 IL10 IL1RAP IL36G IPO9 JAGN1 KIAA1143 KICS2 KPNA2 LPCAT3 MAD2L1 MAD2L2 MAGOH MBNL3 METTL22 MFSD1 MFSD14B MFSD8 MOB4 MRPS18A MRPS18B MT1E MTURN NAA10 NDP NDUFB2 NIF3L1 NIP7 NIT1 NNT NOL11 NR4A2 NRBF2 NSD1 NUCB1 NUDT2 NUP160 NUTF2 PACRGL PAFAH2 PCBD2 PDE10A PER2 PFDN6 PFKFB1 PFKL PGM1 PHPT1 PI4K2B PITX3 PKIG PLPP3 PNPLA8 POLR2G PPM1B PPP3CC PRAF2 PRMT3 PSMD12 PTCH1 PUM3 RAB10 RAB14 RAB23 RAD17 RBM19 RBMXL1 RDH10 RIOX2 RPP14 RRP9 RSL24D1 SCAMP1 SDHAF1 SEC61G SERPINE2 SLC20A1 SLC22A4 SLC25A30 SLC28A3 SLC35A1 SLC7A11 SMIM30 SNRNP25 SNRNP27 STIP1 SUGP2 SWI5 TFRC TM9SF4 TMED4 TMEM126A TMEM165 TMEM63B TNF TPRKB TRMT112 TRPT1 TTC39C TTC5 TXNL1 UBA2 UBXN10 UFM1 UQCRFS1 UTP4 VPS41 VTA1 WAS WBP2 WRNIP1 YBX1 YWHAQ ZIC5 ZMPSTE24 GSE17721_LPS_VS_POLYIC_2H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_POLYIC_2H_BMDC_DN ABL1 ACTR1A ADAMTS15 AEN AKAP8 ALKBH4 ANGEL2 AP1AR ARHGEF25 ARL14EP ARMC10 ASCC2 ASH1L ATOSB ATP13A2 AXIN1 B3GALT6 BIN3 C19orf53 C1D C1orf174 C8orf33 CAPRIN2 CBFA2T2 CCDC6 CCR5 CD200R1 CD244 CDC26 CDC6 CDK14 CDKN2AIPNL CLN8 CLTA CMTM6 COA5 COMMD7 COPS3 CPPED1 CRTAP CXCR4 CYB5A CYFIP2 DENND4C DHX57 DNAJC30 DNAJC5 DNMT3A E4F1 EEF1B2 EEPD1 EHBP1L1 EIF2S3 ELMO2 EMG1 ERP29 ESYT1 ETFRF1 FAF1 FAM117A FAM118A FAM118B FAM8A1 FANCF FEZ2 FGGY FUBP1 GIT1 GLRX2 GNE GOT2 GRIA2 GSTZ1 GTF3C4 GTPBP2 HAUS3 HES6 HMGXB4 HTATSF1 HVCN1 IER3IP1 ILK IREB2 KDM5B KHDC4 KIF1C KLF13 KLF4 KLHL42 KRT15 KRT80 LDB1 LIPT2 LUC7L2 MAFB MANBAL MCM2 MED20 MED4 METTL25B MGAT2 MICAL1 MLYCD MORC3 MRPL44 MRPS14 MTMR10 NAA30 NAT1 NCKAP1L NEK9 NEUROG2 NIT1 NOP2 NUDT2 NUDT3 NUFIP1 NUP37 OAS2 OMA1 ORC6 OVOL2 PACS2 PAXBP1 PDCD6 PDE8A PHKB PISD PLD1 PLP2 PNPT1 POLD2 POLR2D POLR3E POT1 PPP1R14B PREB PSMD2 PSMD5 PTGER2 PYROXD1 RAN RANBP3 RAP1GDS1 RASSF7 RGL2 RIOK3 RNF187 RPAP2 RPL9 RPS26 SAMHD1 SARAF SDHAF1 SEC11A SESN1 SH3BP2 SIGMAR1 SKP2 SLC25A28 SLC35F6 SNRNP48 SNX2 SNX6 SOX4 SP3 SPEN SPINT1 SRP19 STK38 SYNE4 SYPL1 TBX5 TBXAS1 TEFM TGDS THYN1 TMEM134 TMEM140 TMEM51 TMUB2 TNPO1 TOP3A TOPBP1 TOR3A TRIM8 TTI1 UBE2D1 UBR3 USP20 WDR1 XPR1 XRN1 YAE1 ZBTB7B ZFAND2A ZFP90 ZFYVE19 ZNF148 ZNF322 GSE17721_LPS_VS_POLYIC_2H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_POLYIC_2H_BMDC_UP AANAT ACSL1 ACTL7A ADAM12 ADHFE1 AKR1D1 ALDH3A1 AMPD3 ANG ANKRD1 ANXA7 APAF1 ARF6 ATAD1 BCL10 BRD2 BRI3 CA3 CABP2 CACHD1 CACNA1D CALCRL CAPN9 CCL13 CD200 CD38 CD86 CDC42EP1 CDV3 CENPV CHD1 CKS2 CLDN19 CLN3 CLOCK COL11A1 COQ3 CPEB2 CR2 CSF3 CST9L CYP39A1 CYTH2 DENND2D DENR DEXI DLST DNAJB6 DSCAML1 DUSP1 EDA EFS EGLN3 EGR1 EIF2B2 EMD EPHA2 EPM2A EPM2AIP1 FABP4 FAM133B FCGR2B FDFT1 FKBP9 FMR1 FPR1 GAS7 GMEB1 GPR155 GPR85 GRID2 HAGH HCCS HMGB2 IDI1 IFITM2 IKZF2 IL12A IL1RN IL36A IL36G IRF1 ITGA4 KBTBD2 KCNIP4 KDM5C KLB KLF6 KLF9 LAG3 LAMA2 LMO4 LPAR1 LTV1 LY75 LY96 MAD2L1 MARCHF5 MCOLN2 MDFIC MDM2 MET MFSD14B MMD MSH5 MT2A MTDH MTF1 NANOG NCK1 NEAT1 NFKB1 NFKB2 NFKBIA NFKBIB NR3C1 NUDT9 NUP62 P2RY14 P4HA2 PALLD PAX7 PDPN PHLDA1 PIGT PIM3 PITX1 PLA2G2E PLAT PLCL2 PLG PLPP3 POLR3D PON3 PRKCH PSPC1 RAB38 RAP1B RBM7 RCN2 RELA RGL1 RGS2 RILPL2 RLF RNF11 RNF19B RRS1 RTL8C S100A1 SAA1 SASH1 SCUBE1 SERPINE1 SLAIN2 SLC12A4 SLC16A4 SLC25A17 SLC26A1 SLC27A5 SLC30A7 SLC31A1 SLC7A11 SMAD1 SNTG2 SNX18 SPIRE2 SPTAN1 SRP54 ST3GAL1 STAG1 STAMBPL1 STIP1 STK40 SUCO TAX1BP1 TFEC TLL2 TLR1 TLR6 TM7SF2 TMED5 TMEM39A TNFSF11 TNFSF8 TOB1 TPP2 TRAF1 TUBB2A TYMS UBE2F UBE2H UFM1 VCAM1 VGLL1 WDR48 WNK1 ZAN ZNF598 ZRSR2 GSE17721_LPS_VS_POLYIC_4H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_POLYIC_4H_BMDC_DN AATF ACTR1A ADCY9 AFG3L2 AHCYL2 AIF1 AIFM1 ANAPC2 ANKRD13A APOE APP ARL6IP4 ARMC1 ASH2L B3GALNT1 BCAS2 BCL2L11 BCL2L14 BET1 BIN3 C12orf4 C14orf119 C19orf53 C3orf70 C6orf136 CAMTA2 CCDC80 CCR1 CD164 CELSR1 CEP20 CEP55 CLEC5A CPT1A CSNK1G2 DCTPP1 DDX18 DENND10 DNAJA3 DNAJC9 DNPEP DOLPP1 DPP3 DUS1L ECI1 EEF1G EIF3H EIF3I EIF4G3 EMC6 EMP3 ETFBKMT EXOC7 FAM50A FANCL FEZ2 FGF13 FGFR1OP2 FRRS1 FZR1 GLE1 GMFB GNL3 GPN1 GPR180 GRIN2B H2AC25 H2AX HAUS5 HCFC1R1 HDAC5 HES6 HMGB1 IARS2 IFI30 IL7R INPP4A ITCH KCNAB2 KCTD12 KDELR1 KDM6A KIF2A KLF4 KPNA2 LCN8 LDHA LPIN2 LTB MALAT1 MBD3 MBL2 MCM7 MEA1 MEF2D METTL5 MGST1 MICAL1 MIDN MRPL12 MRPL2 MRPL40 MRPL41 MRPS33 MTMR3 N4BP2L1 NCF2 NDUFS6 NDUFS8 NDUFV2 NEK9 NEMF NMRK1 NR1I3 NR2C2AP NSMAF NT5M NUP88 ODR4 OMA1 OPN3 ORAI1 ORC6 PARP1 PARP16 PCMTD2 PCYT1A PDCD2 PDGFD PDHA2 PGLYRP1 PHAF1 PISD PKIB POLK POLR2E PPP1R14B PPP1R15A PRCP PRDX2 PRKDC PRPS1 PSMD4 PXMP2 PXMP4 RACGAP1 RACK1 RASAL2 RASSF8 RDH13 RNF38 RPGRIP1 RPL26 RPP21 SCX SEPTIN10 SERINC3 SIGIRR SLC25A11 SLC2A8 SMAD4 SNAPIN SNX3 SREBF1 SRP19 ST6GALNAC4 ST7L STAB1 STOM SYNJ2BP TCF12 TECPR1 TEP1 TEX43 TGIF2 TIMM8A TMEM134 TMEM141 TMEM14C TMEM203 TMEM42 TNFRSF12A TNRC6A TRAPPC12 TRIAP1 TRIM27 TSC22D3 UCK2 UNC119 VAMP8 VARS1 VPS11 WDSUB1 XPO7 XRCC1 ZMIZ2 ZNF276 ZNF287 ZNF362 GSE17721_LPS_VS_POLYIC_4H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_POLYIC_4H_BMDC_UP ACAD10 ACBD3 ACLY ACOT9 ACSL1 ACSL5 ACYP1 AHR AKT3 ALDH1A2 AOAH APBB2 APLP1 ARHGAP8 ARL8A ASF1A AZI2 AZIN1 B3GNT2 BARX2 BBLN BCKDHB BMP15 C1orf52 C8orf33 CACNA1A CALCRL CAPN5 CBX4 CCDC71 CCDC86 CCL17 CCL22 CCNB3 CCT3 CD200 CD247 CD72 CDC27 CDC42EP3 CDC73 CDH6 CEMIP2 CIAO2B CKB COCH COL4A2 CPEB3 CRBN CS CTLA4 CTU1 DNAJB11 DNAJB5 DYNC1I2 EDEM3 EIF1AX EIF1AY ELP5 ENDOD1 EPHB4 EREG ETS2 FAM20C FARSA FKBP9 FNDC3A FOXJ1 FXYD1 GADD45B GAS7 GPR37 GRIN1 GSTA5 GSTM2 GUCY2C HADHB HBB HBEGF HINFP HMGN5 HSD17B3 HSPA1B ICOS IGF1R IGSF9 IKZF4 INTS12 IQGAP3 ISG15 ITGAL ITGB1 JDP2 KCTD10 KDR KYNU LCN2 LPAR1 LRRC59 LTV1 LY75 LY96 M1AP MAGEH1 MED28 METAP1 MMP12 NAA15 NCOA5 NECTIN2 NFKB2 NMNAT1 NMU NOC3L NPTX2 NTS NUP160 OR10A4 ORM1 PALS1 PARP9 PCDH7 PDCD4 PDZK1IP1 PHF8 PIK3AP1 PIK3CA PIKFYVE PILRA PLAGL1 PLPP1 PMEPA1 POLR3D PPIF PPP1CB PPT2 PPTC7 PRKCI PRMT6 PROS1 PSMC4 PSMD6 PSME3 PTPN11 PTPRZ1 PURB QPCT RAB12 RAB38 RABGEF1 RAD21 RALB RAP1B RBM15B RELA RILPL2 RNASE3 RPE SAP30 SAR1A SCLY SEC63 SEH1L SFMBT1 SGCB SH3BGRL2 SHF SLC15A2 SLC38A3 SLC44A1 SMU1 SNRPD3 SNTA1 SNX10 SPTLC2 STARD8 STK39 SURF4 TCAF2 TDO2 TEX12 TLE4 TLR8 TM9SF4 TMC2 TMEM115 TPR TRA2A TSHZ1 TSPAN1 TUFM TXNL1 UBAP2L UBE2E2 UBE2M VASP WSB2 ZCCHC10 ZNF22 ZNF689 GSE17721_LPS_VS_POLYIC_6H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_POLYIC_6H_BMDC_DN AAAS ABCG1 ABHD15 ACIN1 ADAM19 ALDH18A1 ALDOA ANGPTL2 ANKRD13A ANKRD24 AQR ARHGEF1 ASCC2 ASPH ATG5 ATP11B BAZ2B BET1 BNIP3L CALHM2 CASP9 CCDC6 CDC37 CDK1 CDK5RAP2 CHRND CIB1 CIC CINP CLDN23 CLK4 CLPS CNTLN COMT COQ5 COQ9 CORO1A CORO1C COTL1 CPT1A CREB3L2 CRIP1 CRYBB2 CYP4A11 DGCR6 DHX16 DOCK5 DOP1B DPH7 ECHDC1 EEPD1 EN2 EVL EXOC4 FAM149B1 FAM50A FGR FMNL1 FUCA1 FUNDC1 GINS1 GNAI1 GRN GTPBP1 HACD4 HEXB HFE HIBADH HMGA1 HMGB2 HR HTATIP2 IGSF6 IL15RA INTS6 IQGAP2 IRAG2 IRF1 IRF9 ITGA6 ITPK1 ITPR3 KCNAB2 KCNK2 KCNN4 KDM2B KDM3A KLC1 KLHDC4 KLHL7 LACTB LAMP1 LASP1 LMAN2 MAGEB4 MAPK9 MBOAT1 MCM7 MEF2C MRPL39 MTBP MTFR2 MTIF2 MTOR MUTYH MYC MYO7A NAGA NBEAL2 NDRG4 NIT1 NPR1 NSDHL NUDT13 NUP88 NUP93 PCK2 PDCD2 PDXK PEX3 PHIP PHKA2 PIP5K1C PLCB2 PLCL2 PLEC PLEKHA2 PLEKHF2 PLXDC1 PLXDC2 PLXNB2 PNRC1 POLA1 POLR3GL POU6F1 PRIM2 PRMT2 PSMG1 PTPA PTPRR PXMP4 RAB5IF RAB7A RAB9A RCC2 RETREG1 RFC2 RIOK3 RNF130 RPA3 RPL14 RPL19 RPL28 RPS15A RPS21 RPS3 RREB1 RUFY3 S100A8 SCARB2 SCIN SCMH1 SGK1 SH2D1B SH3GL1 SLC37A1 SLC66A1 SLCO5A1 SMARCD2 SNAPIN SNTB2 SPIDR SSBP1 STK38 STOM SUN2 SYNJ2BP TEX261 TFEB THAP12 TLCD4 TMEM14C TMEM37 TNFRSF12A TNFRSF9 TNNI3 TOB1 TOR3A TPST2 TRAPPC10 TTC5 TUBB2A UBXN1 UPK3A WAS WDR45 WIPF1 XIST ZBTB14 GSE17721_LPS_VS_POLYIC_6H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_POLYIC_6H_BMDC_UP ABCA4 ABCC1 ACLY ACSL5 AKT3 ALCAM ALDH1A2 AOAH AP3S2 APMAP ARHGAP21 ARMCX3 ATF7IP2 ATP2A2 ATP5MC3 ATXN2 BBLN BOD1L1 BOP1 BRIX1 C11orf96 C19orf25 C1orf35 C2orf49 CAB39L CALCRL CAMSAP1 CCDC90B CCL13 CCL17 CCL22 CCN3 CD247 CDC25A CELSR1 CEP19 CHRNE CISH CKS2 CLEC4D CLMP CMTR1 COX19 COX6B1 CRB1 CS CYSLTR2 DACH1 DDX27 DHPS DMAC1 DNAJC2 ECM1 EEF2K EIF3E EIF4E EMC7 ERCC3 ETV4 F10 FAM133B FBXO33 FPR2 FSTL3 GABARAP GABPA GABRP GADD45B GET4 GGCX GLA GNAT1 GPR155 GRK2 GSR GSTA5 GTF2B GTF2F1 HADHA HERC2 HINFP HJURP HMGN5 IER3IP1 IER5 IGBP1 IL10 IL1RAP IL36A IMP4 INMT KATNBL1 KIF5C KMT5A KPNB1 LAMB1 LANCL2 LCP1 LIMD1 LRRC59 LRRC8C LSM10 MACROD1 MAF MAK16 MAPRE2 MEP1A MFSD14A MGAT2 MOAP1 MOB1B MPHOSPH6 NDEL1 NEU2 NIBAN2 NLGN2 NMD3 NMNAT1 NR1I3 NSUN6 NUDT9 OAT OBI1 OR13J1 OTUD4 PABPC4 PBX3 PDCD6IP PHTF1 PLAAT3 PMEPA1 POGLUT1 PPIF PPP2R1A PPP2R3C PRDX5 PSMA3 PSMD7 PTPN11 PURB QPCTL RAB20 RAC2 RNF145 RPL24 RPS5 RRP36 RSRC2 RWDD1 SEC23IP SENP2 SEPTIN11 SERINC1 SFT2D2 SGCB SH3BGRL2 SHC1 SLC6A12 SLC7A2 SMIM30 SPRYD4 STIP1 STK17B STK39 STK4 STRN4 SUCO SYNPO2 TAGLN2 TBC1D15 TBC1D23 TBPL1 TCAF2 TMED5 TMED7 TMEM11 TMEM120B TMEM39A TNFAIP8 TNFRSF1B TNFSF4 TNFSF9 TP53RK TRAPPC5 TSHZ1 TSPYL1 TXNDC5 UBE2G1 UBE2W UQCRHL USP47 UTP11 VASP VCP VPS37C VPS4B WIZ XYLT2 YWHAQ ZFYVE16 GSE17721_LPS_VS_POLYIC_8H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_POLYIC_8H_BMDC_DN AAK1 AARS1 ABHD10 ABHD6 ACADM ACOT13 ADH5 AGGF1 AHRR ALDH9A1 ALG5 ARHGAP8 ARID5B ASF1A ASL ATG3 ATP13A2 B4GALT6 BCL6 BIRC3 BRI3 C1orf159 CARD19 CARMIL1 CD300A CERS5 CROT CYC1 CYP27A1 CYTH1 DAP DAPP1 DBNDD2 DDX60 DGLUCY DIO2 DNAJC12 DOK2 DUSP9 DYNLT1 ECH1 EIF2B2 EIF3C ELANE EPC1 EPSTI1 ERN2 FAF1 FAM3C FBXL3 FGF13 FGR FOXO3 FSHB FUNDC1 GCA GGT7 GLOD4 GLUL GPSM3 GREM1 HEXIM1 HFE HIC1 HMGB1 HNRNPUL2 HOMER1 HP HS2ST1 IFFO2 IFI30 IL18RAP IL21R INPP5K INTS12 IQGAP1 IRAK4 IRF7 ISG15 ITGA9 KLHL22 LARGE1 LARS1 LAT2 LCN8 LDHA LHX2 LRP8 LRRC40 LTB LYL1 MAN1A2 MBD4 MCOLN2 MIA2 MICAL1 MID2 MKNK1 MOCOS MPST MSRB2 MTMR1 MXD4 MYO1F MYO9B NANOG NAP1L5 NCAPG2 NEDD4 NHERF2 NPL NRDE2 OAS2 OTULINL PALD1 PARVG PCTP PDK1 PEX16 PGM2 PHF2 PIAS1 PIGO PIK3C2A PLA2G5 PLPBP PMM1 PNRC1 PRDM9 PRKDC PRR14 PRSS16 PTPA PTPN18 PURA RAB13 RABEPK RBKS RBM43 RCBTB1 REEP1 RNF115 RNH1 RPSA S100A8 SAMHD1 SAMM50 SCAMP2 SCARB2 SCD SEMA3F SEPTIN8 SERPINB1 SERPINI2 SERTAD1 SH3TC1 SLC15A4 SLC25A3 SLC25A39 SLC38A1 SLC44A2 SLC6A4 SMAD4 SMYD2 SOCS6 SORL1 SPDL1 SPPL3 STAMBPL1 STAT4 STK24 SYNJ2 TFEC THAP11 TIPARP TJP2 TLR2 TLR4 TM2D2 TMEM140 TMEM14C TMEM229B TOB1 TOP3A TRAPPC14 TRIT1 TRMT1L TSC22D3 TSSK6 USP18 VAMP8 VIM WNT11 YPEL3 YTHDF1 ZBP1 ZBTB12 ZBTB20 ZCCHC8 GSE17721_LPS_VS_POLYIC_8H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_LPS_VS_POLYIC_8H_BMDC_UP ABCC1 ABHD14A ACAD9 ACSL5 ACTR1B ADA AKT2 AMPD2 ANXA1 APPBP2 ARHGAP35 ARL2BP ARPC3 ATG4D ATP13A3 ATP5PF ATXN7L3 AZIN1 BCKDHB BMI1 BNIP1 BOLA1 BTBD1 CACNG2 CAMSAP1 CAVIN4 CCL24 CCL7 CCT6A CD2BP2 CD80 CDK8 CDKN2B CELA1 CEP19 CFL2 CHAC2 CHI3L1 CHST11 COL5A1 COQ3 CPEB2 CSDE1 CUL1 CYTH3 DCAF1 DDX10 DDX21 DDX24 DDX54 DGAT2 DNAJC3 DRG2 DUSP2 EHBP1L1 EIF3I EIF6 ELAC2 ELOC ELP5 EMC2 EMD EPHA4 FABP4 FAM162A FCER1G FCGR2A FCGR3A FKBP4 FUBP1 GFER GNL3 GPN2 GPR155 GRAMD1A GRAP2 GRK2 GSR GSS H2AJ HMGCS1 HMOX1 HOXC13 HRAS HRK HSP90B1 IDNK IGFBP4 IL36G IMPACT IRF4 ITGAL ITGAV KIAA0319L KIF3C KPNA1 KPNA3 KRT5 KYAT3 LIN28A LMO4 LSM4 LTN1 MAGOHB MAGT1 MAK16 MED8 MEG3 MLLT11 MRPL13 MRPS12 MSANTD4 MSN MTMR2 MYOZ1 NCBP1 NCKAP1 NCOA5 NFAT5 NGEF NMNAT1 NOL11 NOTUM NPPC NSMF NUP50 OSBPL2 OTOG PABIR1 PADI1 PARD3B PDIA6 PDZD11 PGRMC2 PLAGL2 PNO1 POLR2K POLR3D PPP1R11 PPP3CC PSEN1 PSMD10 PSMD12 PSMD4 PWP1 RAB11A RABGEF1 RAC2 RBM18 RBM8A RFFL RND3 RNF5 S100A11 SCX SDCBP2 SEC23B SEPHS2 SERPINE2 SF3A3 SIKE1 SKP1 SLC41A2 SLC4A2 SLC6A17 SNRPD1 SNRPD2 SOD2 ST7 STK4 STK40 STMP1 STT3A SUCO SYNE1 SYNE4 SYS1 TBXA2R TEFM TFPI THUMPD3 TIMM23 TMEM120B TMEM222 TNNT2 TP53BP1 TRAPPC1 TRIM21 TRPC4AP TSHZ1 TUBGCP5 UBL5 UQCR11 UXT VAV3 WDR75 YIPF5 ZDHHC12 ZNF703 ZWINT GSE17721_PAM3CSK4_VS_CPG_0.5H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_PAM3CSK4_VS_CPG_0.5H_BMDC_DN ABAT ABCD2 ACADSB ACRV1 ACSL6 ACTA1 AIMP2 AKAP3 ANKRD24 ANKRD46 AOX1 AQP4 ARHGAP5 ARL2 ATF7IP2 B3GALNT2 BACE1 BRCC3 BRMS1 BST2 C11orf58 C5orf24 C8G CABP7 CACNB4 CALHM5 CCNT1 CDC123 CDC26 CDKN2A CDKN2AIPNL CELA1 CFAP68 CFH CHGB CHMP1B CLDN1 CLDN3 CNOT8 COPS5 COQ8B COX14 CPN1 CPTP CRABP1 CRK CTLA4 CUEDC2 DACH1 DENND1B DERA DGCR8 DGUOK DMXL1 DNAJA4 DNPH1 EDC4 EIF1AY EIF3M ERLIN1 FAIM FAM43A FBLN1 FBXL15 FCAMR FKBP2 FUT8 FXR1 GBP6 GMPPA GOLM1 GPRC5B GRIA4 GTSF1L HAS1 HEATR6 HEMK1 HHAT HOMER1 HOXB1 HSD11B1 HYCC2 IFI27L2 IGF2BP2 IL9R KCNA2 KERA KRT1 LAMTOR4 LEPROT LYSMD3 MAP1LC3B MDH1 MECR MFSD4B MIS18BP1 MRPL4 MST1R MSTO1 MTCH2 MTURN MYCT1 MYL10 MYO5B N4BP3 NAA15 NDUFB10 NRBP1 NT5C3A NTSR1 NUSAP1 ORMDL3 OSTF1 OVOL2 P2RY12 PCBP3 PCDH15 PCDHB13 PDZK1 PDZRN3 PEX2 PFDN5 PIKFYVE PIP5K1B PITPNB PLK1 PLVAP PNOC POLE3 POLR3F POU3F4 PPP1CA PPP2R3C PRDX3 PRIM2 PSENEN PSMB1 PSMF1 PTRH2 PTRHD1 RAMP2 RBM4B RDH5 RHBDL1 RHOBTB2 RMND1 RPF1 RPL11 RPL37A RPL41 RPLP0 RPP21 RPS14 RPS25 RPS5 RPTN RSPO2 RTP3 SCML2 SDHAF2 SERINC1 SFRP1 SLAMF9 SLC1A3 SMAD9 SNRPB2 SNRPD2 SNX10 SPRYD4 SRPX2 SSNA1 STAT5A SUGT1 SULT1B1 SUOX TCF4 TEX43 THSD1 THUMPD1 TIMM50 TM9SF4 TMCO6 TMEM258 TRIM15 TRMT2A TUSC3 TXLNB UBE2S USP17L2 USP3 WASHC4 YIPF5 YJU2B ZBTB16 ZBTB48 ZNF207 ZNF276 ZNF35 ZNF654 ZNRD2 GSE17721_PAM3CSK4_VS_CPG_0.5H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_PAM3CSK4_VS_CPG_0.5H_BMDC_UP ADAM19 ADAMTS5 ADCY9 ADGRE5 AFF1 AKR1D1 ARF3 ARHGAP23 ARHGAP35 ARHGDIA ASB15 ASIP ASPN ATOSB ATP6V1C1 ATP7A ATXN2 BAG3 BAG4 BCAS2 BLTP3A BRD2 BUB1 CA6 CAMSAP1 CARD19 CBX6 CCDC120 CCNK CDKN1A CEACAM21 CEBPB CEP20 CHERP CHMP4B CHPF CISH CLBA1 CLCNKA CNNM3 CNR1 COL4A6 COL7A1 COL9A3 COX8A CRAMP1 CSAD CWC22 DDX59 DENND4B DIPK1B DOC2B DOCK5 DPF2 DPYSL2 EEF1G EHBP1 EIF4G1 EPB41L1 EYA3 FBXO31 FBXW9 FGFR3 FN1 FRMD5 FZD2 GALC GAP43 GDAP1L1 GDI1 GGCX GIT1 GLUL GNAT2 GNPDA1 GPC1 GPR85 GPT2 GZMK HERPUD2 HGS HNRNPC HNRNPD HOXA11 HOXD3 HSPB2 HSPB8 HTR3A HTR3B IER2 IER5 IFRD2 IKBKB IL2 INCENP INPP5K JARID2 KCNK13 KIAA0319L KIAA0930 KIAA2013 LLGL1 LRBA LRRC14 LYPLA2 MAGEE1 MAGIX MAML1 MAN2C1 MANSC1 MAP4K4 MARK4 MBD1 MECP2 MED26 MIDN MINDY3 MKRN3 MLC1 MLXIPL MPG MTHFD1 MTSS1 MYADM MYO18A NCOR1 NEK9 NELFB NFKBIA NISCH NLRP3 NPTX1 NT5DC3 OAT OLIG2 PANX1 PER1 PEX26 PGGHG PHC2 PIM1 POLDIP3 POLRMT PPT2 PTGER4 PTGR1 RBM14 RBP7 RC3H2 RECQL5 RHBDL3 RIMKLB RNF149 RNF187 RNF25 RPA1 RPS6KA2 RWDD2B SFT2D1 SHFL SLC18A1 SLC20A1 SLC39A11 SLC7A3 SMIM19 SOX13 SRF STT3B STX6 SUFU SYVN1 TBL2 TCEAL1 TEC TESMIN TFPI2 TMEFF1 TMEM131 TMEM63A TMOD2 TNFAIP2 TNPO2 TPP1 TRA2A TRAF3 TRIM27 TRPC1 TSG101 TTC5 WASF2 WASL WDFY1 XPO7 ZBTB2 ZBTB21 ZEB1 ZNF219 ZNF326 ZNF426 ZNF518B GSE17721_PAM3CSK4_VS_CPG_12H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_PAM3CSK4_VS_CPG_12H_BMDC_DN ABCC6 ADAMTS4 ADAMTSL5 ADGRB1 ADRA2A AGRN AIF1 ALCAM ANKRD2 ANKRD24 ANXA1 AP2B1 APPL1 ARFRP1 ARID5A ARIH1 ARL14EP ASPH ATP6V1D B2M B3GNT2 BASP1 BST2 C11orf68 C6orf120 C9orf72 CACNB3 CARS1 CASP8 CCDC80 CCKAR CCNG2 CCR4 CD180 CD274 CD70 CDC27 CH25H CHAC2 CHMP4B CHST15 CLIP1 CMTR1 COL2A1 CPSF7 CPTP CSRP1 CST3 CSTF3 CWC22 CXCL9 DGUOK DNAJA1 DNAJA2 ECE1 EFR3A EIF4ENIF1 ELF5 ENTR1 EPSTI1 ETV3 EVI2A EXOC1 EXTL1 FABP4 FAM169A FBH1 FRYL FUT8 FZR1 G6PD GADD45B GBP4 GGPS1 GJA5 GNA14 GNL1 GPR83 GPX6 GRB2 H1-2 HCK HNF4G HOOK2 HOXA3 IGBP1 IKBKG IL12RB1 IL15RA IL17RC IL4I1 INO80C INTS4 IRF1 KCNAB1 KCTD14 KEAP1 KLF6 KLK7 KRT25 KRT85 KRTAP20-2 LAMP5 LCP2 LGALS3 LGALS3BP LMO2 LRRC8C MAP2 MAPK7 MAPRE2 MATN3 MAZ MCL1 MED24 METRNL MITD1 MLF2 MOB4 MORC3 MX1 MYD88 MYL7 MYLIP NFKBIA NFKBIB NFKBIZ NR1D2 NUB1 NUDT9 OAS2 OGFR OGFRL1 P2RY2 PARP14 PCDH12 PHKG1 PHYH PIM1 PLEKHS1 PML POLDIP3 PPP1R18 PSME4 PTGS2 PTPN2 RAB20 RAB22A RAP1B RBM7 RCSD1 RFC2 RHOC RMDN3 RND3 RNF14 RNF6 RTN4 SAP30 SASS6 SDCBP SEPTIN8 SERPINB9 SERPINF2 SLC17A9 SLC22A5 SLC6A8 SLCO3A1 SMAP2 SNX4 SRPRA SST STK4 STX2 SUOX TAB2 TBC1D13 TBK1 TENT2 TFAP2A TIMP4 TIPARP TLCD1 TLR1 TLR9 TMCO4 TMEM39A TNF TRIB3 TRIM27 TSPAN1 UPP1 USP25 UTP11 WDR36 WDR48 WFS1 WNK2 ZNF22 ZNF474 GSE17721_PAM3CSK4_VS_CPG_12H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_PAM3CSK4_VS_CPG_12H_BMDC_UP ABCC1 ACADM ACBD6 ADGRA3 AFM AGBL5 ANAPC15 APRT ATXN10 AVPI1 BBLN BCAS3 C15orf40 C19orf53 C4BPB CCDC12 CCDC91 CDK2AP1 CDK2AP2 CIB2 CISD1 CLEC4D COL9A1 COX8A CREB3L2 CRYL1 CSE1L CSNK1E CX3CR1 CXCL2 CYB5A CYB5R1 CYP51A1 DHRS1 DNAJC3 DPY30 DUSP6 DYNLT3 EBPL ECI2 EFNA1 EIF3I EIF4A3 EIF4EBP2 EIF5 EIF5A EMB EMG1 EMSY ERI3 ETFBKMT ETFDH EXTL2 FAM110C FASTKD5 FKBP4 FPR2 FRRS1 FUOM GALC GGH GNG10 GPR85 GPSM3 GPX1 GRK5 GTF2H3 H2AX HADH HEXIM1 HINT1 HPF1 IDH1 INTS6L KLHL2 KRTAP4-12 LAGE3 LMAN2 LMNB2 LPGAT1 LRBA LRPPRC LTA4H LTB4R LYRM2 MANF MBTD1 MFSD10 MICOS13 MPV17 MRPL15 MRPL37 MRPL41 MRPL45 MRPL57 MRPS28 MRRF MSRB1 MTCH2 MYADM MYLK2 N4BP3 NAB2 NCAPH2 NDUFA11 NDUFA4 NDUFA6 NDUFA8 NDUFA9 NDUFS6 NDUFS8 NIN NPM1 NSMF NUDT16L1 NUP42 OAZ1 OLA1 PAG1 PARK7 PARVG PDCD5 PEX2 PGP PHB1 PHTF2 POLR2E POLR2G POP5 PPP1CC PRAF2 PREB PRKAG1 PRKRA PRR15 PRXL2A PTCH1 PUM3 PURA PYY RBBP9 RBM3 RCHY1 RNASET2 RNF26 RORC RPA3 RPL13A RPL22 RPL27 RPL31 RPL37A RPL7A S100A6 SAMM50 SAYSD1 SEC31A SELENOS SFRP2 SFTPB SFXN3 SGF29 SGIP1 SIAE SIGLEC7 SLAIN2 SLC12A6 SLC16A3 SLC39A6 SLC44A1 SPATS2 SRP19 STUB1 TCEAL9 TCF21 TECTA TIMM10B TIMM17B TIMM8A TM2D2 TMEFF1 TMEM205 TMEM63A TMEM97 TNRC6B TPGS2 TRAM1 TRIAP1 TSSK6 TST USP34 VDAC1 VOPP1 WBP1 WDR12 WRNIP1 YAF2 YIF1A YPEL3 ZMPSTE24 GSE17721_PAM3CSK4_VS_CPG_16H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_PAM3CSK4_VS_CPG_16H_BMDC_DN ABHD2 ADCYAP1R1 AGR2 AGRN AIMP2 ALCAM ALDH1B1 ALKBH4 ANAPC16 ANKRD24 ANXA4 AP2M1 APOBEC1 APOBEC3B APTX AR ATP13A2 ATP5F1A AUTS2 AXL B3GNT4 B3GNT5 BRINP1 C1QA C5 C8A CA13 CAPZA2 CARS1 CAVIN3 CCDC6 CCDC80 CCL13 CCM2 CCNB1IP1 CCNL2 CD200 CD93 CELA3B CFAP298 CFL2 CHMP4B CHST4 CLIP1 COPS4 CPLX1 CRYZ CSK CTSV CYSLTR2 DCLRE1A DENND4B DPEP1 DTNBP1 ECHS1 EIF2S2 EPS8 EPSTI1 ERGIC2 EXOSC10 F7 FABP4 FAM20C FIZ1 FSCN1 G6PD GAPDHS GARS1 GBP4 GBP6 GHRHR GIT1 GMPPB GRINA GRK1 HACD4 HEY1 HLA-B HOXC4 IGBP1 IGF2BP2 IL10 IL10RB IL12B IL18BP IL7R INPPL1 IQGAP3 JMY JUN KANSL1L KRT17 LETMD1 LMNA LMO1 LPIN2 MARCHF5 MED17 MET MIGA2 MOB2 MORF4L1 MPP1 MRPL36 MS4A3 MS4A6A MX2 NFATC1 NKAIN4 NPRL3 NT5M NUDCD3 NUF2 OPRK1 P2RX4 PDLIM4 PENK PES1 PGAM5 PIAS4 PLAAT3 PLEKHA2 PLPPR4 PLRG1 PLVAP POR PPP1R14D PPP4R3A PSMB10 PSMB9 PTF1A PTTG1IP PXN RAB29 RAB9A RASA3 RBM4 RBM6 RCC1 REL RGL3 RHCG RHOC RNASE4 RPL7L1 RSAD2 RTCA SAMD10 SARS1 SDHA SELENOM SERP1 SERTAD1 SF3A2 SH2B3 SH2D1A SH2D3C SHISA5 SLC13A3 SLC1A3 SLC25A22 SLC28A2 SLC29A3 SLC6A8 SLFN12 SNRPC SNTG2 SOX11 SRD5A3 STAT4 STC1 STX8 SWAP70 SYNGR2 TAT TBC1D15 TC2N TFAP2A TGFB1I1 THEMIS2 TMEM219 TNFRSF10A TP73 TRAFD1 TRAPPC13 TRIM34 TUBB2B TULP3 TXNIP TYK2 UBE2L6 VMP1 VPS39 VSTM2A ZDHHC5 ZNF397 ZNF524 ZNFX1 ZSCAN22 GSE17721_PAM3CSK4_VS_CPG_16H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_PAM3CSK4_VS_CPG_16H_BMDC_UP ABHD14A ABL1 ACP3 ACVR1B ADAM22 ADD3 ADIG AICDA ALB ALDH2 ANAPC11 ANGEL2 ARFGAP3 ARGLU1 ARHGAP21 ARMC1 ASB18 ASCC1 ATAD2B ATP2A2 ATP6V0D1 AVPI1 B3GALNT2 BMP7 BPNT2 BTBD1 C14orf119 CACNG2 CALCRL CASP2 CAV2 CD1D CEBPZOS CERS5 CLEC14A CLEC5A COL4A5 COL5A1 COX8A CPNE3 CRBN CRELD1 CRISP2 DHRS7B DPH6 DTNB EDAR EGF EHD1 EID1 EIF3K EMC2 EMP3 ERLEC1 EWSR1 EXTL2 FAM118B FAM151A FAM162A FAM166A FAM167B FAM174A FBN2 FBXO43 FDFT1 FIBP FKBPL FPR2 FXYD6 GC GDI1 GGH GPALPP1 GSPT2 HMGCS1 HOXA5 HSPA5 HUS1 IER3IP1 IFNAR2 IFT25 IFT57 ING1 ING4 ITCH KIF1B KMT2D KRT14 LAMTOR4 LIMCH1 LIMK2 LTB4R MAN1A1 MBL2 MICOS10 MMP2 MMP9 MOSPD2 MRPL24 MT2A NAA38 NDST4 NEAT1 NEDD4L NEDD9 NOP2 NTM NUP160 OSR1 PARG PCBP3 PDE4B PDGFD PGK2 PIGA PLS3 POFUT2 PPIC PRELID3B PRG3 PRG4 PROCR PRODH PTCH1 PTGER2 PTGER3 PTPRE PTPRS PYGM PYGO2 RAB27B RAB7A RAMP2 RGL2 RMND5A RNASET2 RNF103 RNF149 RNF181 RNF207 RNF7 RPL22L1 RPL28 RPS4X RPS6KA1 RTN3 RUSF1 SAMD8 SCD SEBOX SFXN1 SFXN4 SHANK3 SHPRH SIGLEC7 SLC10A2 SLC11A1 SLC25A29 SLC35C1 SLC38A1 SLC3A2 SLC44A1 SLC44A2 SPATS2L SPRR2A SPTBN1 SREK1IP1 SRM SRPRB SRSF11 SYNPR TACC2 TCTE1 TFB2M TM2D1 TMEM147 TMEM266 TMEM63A TNFAIP2 TOP2B TRRAP TSPAN12 TSPAN13 TTLL3 TUG1 UBA1 UBE4B UCHL1 UQCC3 URI1 USP34 VN1R5 VPS37A VSIG4 WASL XPR1 XRCC5 ZC3H12C ZHX1 ZPBP GSE17721_PAM3CSK4_VS_CPG_1H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_PAM3CSK4_VS_CPG_1H_BMDC_DN ABCB10 ABRACL ADSS2 AKR1A1 ANKRD33B APBB3 ARAF ARIH1 ATG4D ATP5F1E ATRN ATXN2 B2M BCKDHA BIRC2 BTBD10 BTG1 BTG4 BTK CAP1 CBX4 CCDC90B CDC42EP3 CDK2 CEBPD CHAC2 CHRAC1 CLCF1 CLP1 CRTAC1 CSNK1A1 CSNK1E DAPP1 DDIT4 DEPDC7 DMTN DNAJB2 DNASE1L2 DNM1L DOK1 DSCAML1 DUT EIF1 ELF1 EMSY ETNK1 EXTL1 FAM234B FAS FGF12 FHIP1B FHL1 FKBPL FOXJ2 FUCA1 GAL3ST1 GCH1 GLRA3 GOLM1 GTF2B HADH HS6ST3 IDO2 IER5 IL12B IL18RAP IL6 ITIH3 KCMF1 KCNMB2 KIF3C KIN KPNA3 KPNA4 LIN9 LTC4S LZTFL1 MAP3K1 MAP3K8 MDM2 MKI67 MPO MRNIP MT1E MTCP1 MTHFD2 MTMR1 MUC13 MXRA8 NATD1 NDE1 NEAT1 NFKBIZ NPL NPRL2 NRAP NTSR2 ORC4 OST4 OTOS PABPN1 PGRMC1 PHLDB1 PIP5K1A PLAU PLSCR1 POLR2J PPP2R2A PRCP PRDM1 PRELP PRODH PSMA1 PSMC1 PTGR1 PTGS2 PTPRG RAB13 RAB2B RAB5A RABGAP1 RACGAP1 RASA2 RBM47 RDH11 REST RETN REX1BD RHBDD3 RIPK4 RITA1 RND3 RPE65 RPS21 RREB1 RSRP1 SAMSN1 SAP30BP SCYL1 SDF2 SELP SERPINB2 SFI1 SFPQ SGMS1 SH3GL1 SIX1 SLAMF7 SLC15A2 SLC22A13 SLC30A1 SLC6A8 SLCO5A1 SLURP1 SPARC SPO11 SPSB1 STAMBPL1 STMN1 STRN4 TBC1D15 TBPL1 TEF TEX101 TLX3 TMBIM1 TMEM134 TMEM183A TMEM258 TMEM39A TMEM59 TMEM98 TNFAIP2 TNFRSF11A TNFSF14 TP53INP1 TRIB3 TRPM5 TSC22D1 TSC22D3 TSPAN17 TTC39C TTK TTYH2 TXLNG UAP1 UBE2B UNC50 UPB1 UTRN VSTM2B ZBTB1 ZBTB33 ZC3H3 ZDHHC4 ZFYVE16 ZIM3 ZNF207 ZNF410 GSE17721_PAM3CSK4_VS_CPG_1H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_PAM3CSK4_VS_CPG_1H_BMDC_UP AATF ABCC9 ACLY ACSL5 ACTG1 AGGF1 ALG9 ANGPTL6 AP1M1 APBA3 APP AQP7 ARF1 ARRB1 ATG16L1 ATXN1 ATXN7L1 B9D2 BRWD1 BTG3 C1orf159 C9orf64 CACHD1 CACNA1H CCDC91 CCR1 CDC6 CDH17 CENPV CHID1 CLASRP CNTN6 COL4A5 COX18 CPT1A CRLF1 CTBP1 CTDP1 DIAPH2 DLG1 DLST DNAH8 DNMT3A DPEP3 DUSP1 DUSP19 DYNLL1 EFS EIF2B5 ELMO2 EMC8 F7 FAM50A FHOD3 FNTA FSTL1 FTO FZD9 GARS1 GAST GATB GFI1B GLI1 GMPPB GRM8 GUCA2B H1-10 H19 HAUS2 HLX IGDCC3 IGDCC4 IL1R1 INTS11 IPO5 ITIH5 KCNAB3 KCNK1 KIF5C KLF7 KMT5B KRTCAP2 LCP1 LONP2 LRP1 LRRIQ4 LYZL1 MAP4K1 MAPKAPK5 MAZ MCM2 METAP2 MFN2 MOS MRPL9 MRPS15 MRPS16 MRPS23 MTX1 MYO1F MYO7A NCMAP NDP NDUFS2 NEPRO NF2 NFATC2IP NIF3L1 NIT1 NKIRAS1 NSG2 NUDCD1 NUDT19 NUFIP1 OGN OPN3 OSBP P4HA2 PAICS PAPSS2 PARP3 PCSK6 PDCD2 PES1 PGP PIP4K2C PITX3 PLBD1 PLOD3 PNPO PNPT1 POF1B POLR2M PPP1R21 PTCRA RAB3GAP2 RARB RARS2 RBMXL1 RECQL RFX1 RGS9 RING1 RPL36A RRAGD RSL24D1 SCAND1 SDHB SEC23B SEMA3E SEMA4G SF1 SFRP1 SIDT2 SIVA1 SLC10A3 SLC24A1 SLC9A8 SNAP47 SNN SOAT1 SPRR3 SSR3 SSX5 STK10 STK16 STK19 STRA6 SULF2 TAF10 TANGO2 TCAP TEFM TFB1M TFF2 TIAM2 TMED10 TMEM114 TMEM185A TRIB1 TSPAN8 TTLL3 TTR TYRP1 U2SURP UBA1 UBE4A UBFD1 UFSP1 UGDH VANGL2 VEGFB VPS45 WDR12 WDR81 WNT9A YWHAG ZFYVE19 ZNF622 ZNHIT2 GSE17721_PAM3CSK4_VS_CPG_24H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_PAM3CSK4_VS_CPG_24H_BMDC_DN AARS1 ABCE1 ABCF1 ACVR1 AGFG1 AGRN ALCAM ALKBH4 ANKRD40 AP1G1 AP2M1 APOBEC1 APTX ARHGAP10 AVL9 BLNK BMP8B C19orf12 C5 CANX CCDC86 CCER1 CCL13 CD200 CD40 CD81 CDKN2B CDS2 CFAP141 CLEC14A CMPK2 COPA CORIN CREB1 CSTF2 CSTF3 CWC22 CYFIP1 CYP1B1 CYTH3 DBT DCK DDHD1 DHX38 DLGAP4 DLX3 DNAJC14 DPF2 DR1 DYNC1H1 EIF2S1 EPSTI1 EXOC6 EXOC7 EZH2 F7 FANCA FGD3 FHOD3 FNBP4 FOXO1 GADD45B GBP2 GBP6 GEM GNG11 GNL1 GRAMD2B GSTM5 GTF3C1 HNRNPA2B1 HPGD HSPA8 ID2 IFIT2 IGDCC4 IGF1 INPP5D IRAG2 IST1 KCNN3 KIF20A KIF5B KRT32 KRT33A LACTB LAMA3 LIPA LMBR1L LONP2 LSM14B LY9 MAPKBP1 MAPRE2 MCF2 MCL1 MDM2 MED17 MMP14 MOV10 MRPL12 MRPL35 MRPS22 MRPS30 MS4A7 MSH5 MTARC2 NAMPT NDRG1 NECAB2 NIPA2 NMNAT3 NMT1 NPHS1 NT5C3A NUPR1 ORMDL2 PABPN1 PACC1 PAM16 PAX1 PDCD6IP PDLIM4 PGS1 PITPNA PLA1A PMEPA1 POLD2 POR PPP3CB PPP4C PRPSAP2 PRRX2 PSAP PSMB10 PSME2 PWP2 PXN RAB5IF RABGAP1 RAD9A RAP2A RBM22 RBM42 REEP5 RIPK2 RNPEP RO60 RTCB SELENOM SERPINF1 SET SH3BP2 SLC13A3 SLFN12 SLFN13 SNRPA1 SNX16 SPDL1 SPECC1 SPG11 SPHK2 SPSB1 SRSF7 SSBP3 SUMO3 SYS1 TAF6 TCERG1 TCTA TIMM23 TLNRD1 TLR1 TMEM219 TNKS2 TOR1AIP2 TOR3A TRAFD1 TRIM25 TRIP12 TSPO TUBB4B TWF2 TXNDC9 UBE2D2 UNC50 UTP6 VAMP8 VCP VIPR2 VMP1 VWA5A WBP1L WDR1 WDR82 WFS1 YWHAG ZFP64 ZMYND19 ZUP1 GSE17721_PAM3CSK4_VS_CPG_24H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_PAM3CSK4_VS_CPG_24H_BMDC_UP AANAT ACOX1 ACTR10 ADAD1 ADAMTS8 ADCK1 AGRP ALDH3A2 AMACR AP1S2 AP2A2 APOBR APOC2 ARG1 ARHGAP45 ATOH7 ATP5MC1 ATP5MC2 ATP5ME ATP7B BCAP31 BLVRA BNIP3L BUB1 CAPZA3 CCDC12 CD163 CD2BP2 CDC25B CEP290 CFAP157 CHDH CHODL CHRNA6 CILP2 CLDN1 CNNM2 COL1A1 COL4A4 COX16 COX8A CS CTSV CWC15 CYP51A1 DCTN3 DDX59 DELE1 DNTTIP2 EAPP EARS2 EDEM1 EEF1B2 EEF1D EFNB2 EGFL8 EIF3M ELMO2 EMC2 EREG ESYT3 ETFB FAS FDPS FGF1 FHL2 FIS1 FOXB1 FOXD4L1 FOXL1 FZD3 GCLM GJA1 GLB1L GRK5 GTSF1L GUK1 H2AZ1 HACD2 HACL1 HCCS HLF HOXC5 HOXD10 HSD17B8 IDH1 IL17RC INTS6L IQGAP2 JTB KCNJ2 KIF1C LPIN1 LTBP3 LUZP1 MAN1A1 MAPK3 MCAM METRNL MFSD6 MMD2 MMP2 MRPS21 MYL12B MYOZ3 NADK NANOS1 NCK1 NCMAP NDUFA10 NDUFV3 NKX2-4 NLRP3 NME1 NQO2 NT5C3B NUCKS1 PABPC1 PALLD PCDH1 PCDHB13 PCYT2 PDCD4 PDIA3 PGRMC2 PIAS4 PILRB POGLUT2 PPP1R10 PPP1R3A PRCP PRKD3 PTPN1 PTPRU PXMP4 RAB7A RAB9A RASAL3 RORA RPL10 RPL36A RPL6 RPLP0 RPLP2 S100A9 S100B SAG SCARA5 SCCPDH SELENON SERPINI1 SFR1 SHANK3 SHC1 SLC11A1 SLC12A2 SLC25A48 SLC35B3 SLC35C1 SLC37A3 SLC7A1 SORCS3 SOX4 SPINT1 SPTA1 STARD4 STRA6 SYT4 TBC1D10A TECR THYN1 TMCO1 TMEM165 TMEM176B TMEM243 TMEM45A TNFRSF21 TOM1 TOR2A TPRA1 TPRG1L TRAT1 TREM1 TRUB2 TUBA4A UBA1 UCHL1 UCN UQCR10 UQCRFS1 VAV2 WDR45 WSB2 XPC XPR1 YIPF1 ZBTB8OS ZFP36L1 ZHX1 ZNF704 GSE17721_PAM3CSK4_VS_CPG_2H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_PAM3CSK4_VS_CPG_2H_BMDC_DN ABCD2 ABCG8 ACO1 ACOT2 ADAM21 ADAM9 ADM ALAS2 ALOXE3 AMFR AMMECR1 AP3M2 APOB ARHGAP21 ARHGEF3 ARMCX2 ASB12 ASF1A ATP11A ATP6V1H ATP8B2 B3GNT2 B4GALT3 BATF2 BCL2 BCL2L2 BEST2 BMAL2 BRCA1 C11orf96 C6orf120 C8orf82 CACNA1A CAMKV CAPN3 CAPN6 CARD19 CCL13 CCL2 CCL4 CD274 CD33 CD37 CDC25A CDC42BPA CDCA5 CDO1 CLASP2 CLINT1 CNNM3 CNOT7 COL6A3 COPS6 CRYBB3 CUL4A DAP3 DCAF8 DHRS7 DRAM2 EDN1 EGFL8 EIF3J EMP1 ENTPD5 EPB41L3 EPPIN EPS15L1 FGD6 FGL2 FIS1 FKBP3 FKBPL FLVCR2 GABRA6 GDF3 GET3 HABP2 HADHB HAO2 HLA-DRB1 ICAM1 IFIT2 IGF2BP1 IL18 IL1A IL6ST INTS15 IRF2BP1 IRF9 ITPKB IVD KCTD12 KRTAP4-12 LCP2 LOXL3 LRP2 MADCAM1 MAFF MANSC1 MEF2B MFN2 MFSD14A MMP9 MOGAT1 MYLIP NARF NBN NIN NSMF NT5C NTHL1 NXF1 OASL P2RY14 PAK1 PAX7 PCBD2 PDE6D PDZD9 PFN1 PGAM1 PHF7 PI4K2B PITPNC1 PLA2G1B PLAU PLP1 PLPP3 POLA2 POLL POLR1A POLR1B POLR3A POU4F3 POU5F1 PPL PPP1R15A PRELP PRIM2 PXN QPCTL RAB21 RAB6A RBM22 REG3A RELA RFX3 RGS3 RNF157 RNF185 RNF2 RNFT1 RPA3 RRM2B RRP15 RSPO1 RSRP1 RUNX3 S100A1 SAT1 SCGB3A1 SECISBP2L SERPINB2 SH3BP5 SLC22A17 SLC25A25 SLC25A39 SLC6A13 SNORC SOWAHC STAG3 SUGP2 SYN3 SYNGR1 TACSTD2 TAF6 TECTB TEX12 TGM3 TIRAP TJP1 TM6SF1 TMPRSS3 TNF TNFAIP2 TNFRSF4 TNIP2 TPTE TRAF3IP2 TRAF6 TRAPPC12 TXLNG UQCRC2 USP42 USP47 VWA7 ZC3H8 ZNF202 ZNF346 ZNF593 GSE17721_PAM3CSK4_VS_CPG_2H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_PAM3CSK4_VS_CPG_2H_BMDC_UP ABHD18 ACAD9 ADAMDEC1 AFTPH AGTR2 AKR1B15 ALDH1A3 ANXA4 APBB3 APRT AQP2 ARL4A ARMC12 ARPP21 ASPRV1 ATG5 BCAM BHMT C1orf43 CALN1 CAPRIN2 CCNA1 CD40LG CD44 CDC42EP4 CDKN2D CEP290 CHD8 CHST14 CLGN CNNM2 COL12A1 COL4A6 CORO1C CRCP CRYAB CRYZ DCAF5 DCLRE1A DNAH5 DNAJC3 DNASE1L3 DOC2A DOK3 EBF3 EFEMP1 EFNA2 EFNA4 EN1 ERN2 FAM131B FAM162A FBXO21 FCER1G FGF17 FOXA1 GIMAP7 GLB1L GLIS1 GNE GOLGA2 GRIK3 GRIN3B GSPT2 GTF2I GUCA2A HAUS7 HDHD3 HMCES HOXA7 HSD17B2 HSP90AA1 HTR7 ICAM5 IFNAR2 IFT88 IGLL1 IKZF4 IL17D IL17RE IL21 IL21R IL6R ISL2 ITGBL1 JUND KBTBD4 KCND2 KCTD2 KCTD4 KDM5A KLF10 KLHL13 KY LAMP5 LINGO1 LMNB2 LPIN3 LRRC14 LRRK1 MAP1B MARCHF2 MED14 METTL22 MKKS MMAA MPHOSPH9 MRPL20 MRPL9 MYF5 N4BP3 NECTIN4 NF2 NIF3L1 NIPSNAP1 NOL6 NUDT16 NUP155 NXN OCA2 OMA1 OPN1SW PARP4 PBXIP1 PDIA6 PDX1 PDZRN3 PGR PLAAT1 PLEKHF1 PLXNA3 POF1B POLR3E POU3F3 PRDX1 PRMT5 PRRT1 PRSS22 PSMB4 PTGDR2 PUS1 PYY RALGPS2 RASAL2 RFXAP RGS6 RPAP3 RPS10 RPS3 RRH RTL8C SAA2 SCN7A SESN1 SHC1 SLC1A2 SLC22A13 SLC25A35 SLC25A44 SLC38A4 SLC44A1 SMARCC1 SMG5 SMYD2 SNCA SNRPB SNTG2 SPIC SRCAP SRCIN1 TCF21 TCTE1 THOC2 TMEM45A TNFRSF12A TOPBP1 TPBG TPCN1 TRIB2 TSPAN12 TTN UBE3C UTS2 VAX2 VSIG4 WDR45B WNT4 WNT9A WNT9B ZAP70 ZBTB1 ZBTB48 ZFP1 ZFP64 ZNF124 ZNF239 ZNF277 ZNF821 ZNRD2 GSE17721_PAM3CSK4_VS_CPG_4H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_PAM3CSK4_VS_CPG_4H_BMDC_DN ADGRG1 AIM2 AKT3 ALDH7A1 ANKRD6 APTX ARF4 ARHGEF40 ARL4A ARL6IP1 ATAD1 ATG4D ATG9B ATP10A ATP13A1 ATP5IF1 B3GNT2 BCKDHB BID BLOC1S4 BLTP1 C11orf68 CAB39L CACNG1 CCDC65 CCL13 CCL24 CCNJ CCNL2 CD274 CD40 CDK14 CEPT1 CH25H CHMP5 CLASP2 CLIC4 CLN3 CNP COCH COPG2 CPSF4L CPT1A CPTP CRISPLD1 CTSG CYP27A1 CYSLTR2 DBNL DGKA DNAJA1 ECE2 EDN1 EHD4 ELAVL2 ELF5 ENPP4 ENY2 EPSTI1 ETS1 EVI2A EXOSC9 F13A1 FBXW11 FGD4 GAB2 GBP4 GCA GLRX3 GNMT GPATCH1 GTPBP2 HACD4 HBEGF HELZ2 HEPH HINFP HLA-E HTRA1 IDO1 IFI27L2 IL10RA INAVA IRF1 IRF2 IRF8 IRF9 ISG15 ITM2B ITPR1 KAT2B KAT6A KDR KLF2 KRT2 KRT82 KYAT3 KYNU LAMA5 LLGL1 LMO2 LMO7 LRRC8C LRRK2 LTB4R MAP2K1 MB MED14 MESP2 MET MMP9 MOV10 MS4A6A MXD1 MYCBP MYD88 NAT1 NDUFS4 NONO NUB1 OTUB1 P2RY12 PADI3 PCDH15 PFN2 PGS1 PIM1 PLA1A PLEKHG6 PLIN2 PMEPA1 POU3F1 PSMB9 PSME2 PSME4 PTGDS PTGS2 PTPRR PURA RAB3IP RARS1 RASD1 RGS2 RMDN3 RNF214 RNPC3 RPH3A RRAGC RUFY3 SERPINB2 SERPINE1 SLC12A9 SLIRP SMR3A SNCAIP SOX14 SP7 SPOP SPPL2A SPTLC2 SRD5A2 SST ST3GAL1 ST6GALNAC4 STARD8 STK26 STK39 STX8 SVBP SYNJ2BP TACR1 TAP2 TCTN2 TENT2 TFG TIAM1 TIMELESS TLR8 TMEM229B TNFSF8 TNFSF9 TOR3A TRA2A TREX1 TRIM26 TUT7 TXLNG UBL7 USP9X VMA21 VRK1 VRK2 VWA1 WARS1 WASHC4 ZBP1 ZBTB8A ZFYVE26 ZNF281 ZNF444 GSE17721_PAM3CSK4_VS_CPG_4H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_PAM3CSK4_VS_CPG_4H_BMDC_UP AARS1 ACO1 ACOT8 ACVR1B ADAM8 ADCY7 ADORA1 AMPD2 ANKH APPL2 APRT ARF1 ARHGAP1 ARIH2 ARMC10 ATF4 ATP5MC3 ATP6V0C BATF3 BBLN BIN3 C11orf91 C7orf25 C9orf64 CACNA2D3 CALR CAV3 CCNH CD14 CDC34 CDC42SE1 CHMP1A CHPF CLN8 COLGALT1 COTL1 CPEB2 CPS1 CREB3 CREBZF CSF1R DDX42 DENND2D DNAJC3 DNMT3B DNMT3L DOCK7 DUSP1 EFNB2 EHBP1L1 EIF5 ELP1 EMC7 ENDOG ETFBKMT FAM120A FAM13B FAM50A FAM89B FANK1 FCHO1 FEM1A FERMT3 FKBP15 GDAP2 GLUD1 GNPDA1 H2AX HACD3 HAX1 HDHD5 HMGCS1 HNRNPDL HNRNPF HNRNPH3 HS1BP3 HYCC1 HYCC2 IFNGR1 IFNGR2 IFRD1 IMP3 INPP5D INTS6L ITGA8 JAM2 KATNBL1 KDM3A KIF1C KLF10 LAMTOR3 LASP1 LSS MAK16 MAPK7 MARCHF6 MAT2A MATN1 MEF2D MEPCE METAP1 MFAP1 MPZL2 MRPL44 MYADM NBR1 NCOR2 NDEL1 NDUFC2 NECAP2 NELFB NISCH NOPCHAP1 NPEPL1 NSDHL OIT3 OPN3 OR8A1 ORM1 ORMDL1 P2RY6 PBDC1 PEA15 PELO PIM3 PIP4K2C PLEKHO1 PLP2 POR POT1 PPP1R21 PPP5C PRG4 PTDSS2 PTPA PWP2 RABGGTB RAN RANBP10 RBM25 RCOR1 RFC1 RIC8A RIOK3 SACS SARAF SASH3 SEC61B SECISBP2 SFT2D1 SGMS1 SIAH1 SIRPA SLC19A2 SLC22A5 SLC26A4 SLX9 SMARCAL1 SMDT1 SMIM12 SNX17 SP4 SPICE1 SRP9 SRSF1 SRXN1 TACC2 TBX5 TCF3 TEPSIN TET1 TFEB TMA16 TMBIM4 TMEM101 TMEM120B TMEM14C TMEM165 TMUB2 TNPO3 TSPAN14 TUBB2A UBE2V1 UBP1 ULK2 UNC119B VDAC1 VPS13C WDR6 YWHAQ YY1 ZBTB1 ZFP36L1 ZFP36L2 ZKSCAN1 ZMYND8 ZNF322 ZNF600 ZNF638 ZNF830 GSE17721_PAM3CSK4_VS_CPG_6H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_PAM3CSK4_VS_CPG_6H_BMDC_DN ABCG2 ADRA2A ALDH1L1 ANKIB1 ANKS1A APOBEC3B APOE ARL10 ASF1A ATAD1 ATP6V1C2 BAIAP2 BCL9 BFAR BLTP1 C1QTNF4 C5orf15 C8orf33 CA13 CAB39L CCDC92 CD164 CD300LF CEPT1 CHAF1B CHRNB2 CHST15 CLCF1 CLCN1 CLIP1 CNP COA5 COX15 CPNE3 CRISPLD1 CUTC CXCL9 DBH DBNL DENND1A DNAH8 DPCD DPF3 DUSP14 EEF2K EEIG1 EIF6 ENOX2 ETV6 FANCA FBXO25 FBXO38 FEV FGF10 FGF23 FGF5 FKBP10 FOXP2 FOXRED1 FRAT1 FXR1 GATAD2A GFRA2 GNB3 GNG11 GPR37L1 GRM8 GTF2H4 H2AC25 HDAC1 HINFP HPCA HSPB2 IDO1 IFITM2 IFT172 IFT22 IL12A IL15RA IRF2 ITGA4 KALRN KBTBD4 KCNAB3 KCNMB2 KCTD10 KCTD12 KLF3 KPNA3 KRTAP4-3 LCK LGR6 LTA LY96 MAML2 MAP4K2 MARCKS MCM10 MGAT4C MPO MUC13 MYD88 NCOA1 NCOA5 NDRG1 NFKBIZ NOC4L NOL7 NRROS NUB1 NUCB1 NUDT9 ODC1 PARP4 PAXBP1 PCCA PCSK7 PCYT1A PDCD10 PDSS1 PECR PEX13 PHIP PHYHIPL PIK3AP1 PLAT PLEKHA2 PLEKHF2 PLPPR2 POLR3C PPM1D PRDX4 RAB9A RAP2C RBM17 RCN1 RD3 RELL1 RGL1 RHOH RIMKLB RNF114 RNF19B RNF34 RNPEP RPP25L RTP3 S1PR4 SART3 SASS6 SAV1 SCNN1G SELE SERPINC1 SFTPB SFXN2 SGK1 SGK3 SH3BP2 SLAMF8 SLC25A28 SLC30A1 SLC40A1 SLC6A4 SLU7 SORL1 STARD3NL STAT3 STAT5B STIP1 SUV39H1 TANK TBX19 TCTN2 TESK1 TFIP11 TLE4 TLK2 TLR6 TMEM163 TMEM209 TMEM243 TNC TOX4 TPM2 TRA2A TRAPPC14 TREM2 TRIOBP TSPYL1 TTC16 TWSG1 UBOX5 UNC93B1 USB1 USP47 VCAN VPREB3 ZFAND5 ZNF22 GSE17721_PAM3CSK4_VS_CPG_6H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_PAM3CSK4_VS_CPG_6H_BMDC_UP ACADM ADSL AGAP1 AMPD2 ARMH4 AS3MT ATF2 ATG5 ATP6V0E1 B4GALT1 BATF3 BCAS2 BIN3 BNIPL C1R C7orf25 C9orf64 CALHM5 CALR CAMK1D CCT2 CDC42SE2 CDC6 CDPF1 CHADL CHMP6 CLCN3 CLPP COTL1 COX19 CREBZF CTNNA1 CTSA DGAT1 DGKQ DHCR24 DHCR7 DIAPH1 DLG1 DNAJC21 DNLZ DPH5 EBP ECPAS EIF2AK4 EIF2S3 ELOF1 ENTPD4 ERCC3 ETS2 EVI5 FAM118A FANCE FERMT3 FGR FKBPL FLCN FUT4 GAL3ST1 GAS2 GAS7 GATC GPR85 GRAMD4 GTF2H1 GTF2I GTF3C4 HJURP HSPB8 IDUA IFNGR1 IL1RL2 IL36G ITSN1 JAGN1 JRK KDELR1 KLF1 KLF7 KLHDC3 LARS1 LOXL2 LPCAT3 LPP LRRC59 LTV1 LZTR1 MANBA MARCO MBD3 MFN2 MLLT10 MMP12 MRPL45 MRPL49 MRPS26 MRPS7 MSANTD3 NAA15 NAPG NCAPD2 NCBP1 NDUFA8 NFS1 NHP2 NME6 NOP16 NOP2 NSMF NUDCD2 NUFIP1 NUP210 PABIR1 PAGR1 PAICS PARVG PBXIP1 PDE8A PDLIM7 PFKL PGM2 PHB2 PHTF1 PLEC PNPLA6 POLR3D PPP1R14B PPP1R18 PRAF2 PRKD2 PRKRA PRPF39 PRSS42P PSMD2 PSMD5 PSMG3 PTCD2 PTGER2 R3HDM1 RCC2 RMC1 RNF26 RPL9 RPS16 RPS6KA1 SAA1 SAC3D1 SAE1 SARS1 SASH3 SDC1 SENP3 SEPHS2 SIRPA SIRT7 SKP2 SLAIN2 SLC25A10 SLC25A3 SMC2 SMC6 SMIM11 SMIM30 SNAPIN SNRNP48 SNX1 SNX17 SNX18 SPIC SPRED2 SRPK2 SRSF6 STAB1 SVIL TACC2 TBCE TCEAL8 TMA16 TMEM165 TMEM184C TMEM268 TMLHE TOB2 TRIM8 TRMT2A TSPAN14 TSR2 TTC13 UBA2 UNC119 UNG USP34 UTP20 WDR13 WDR6 WNT6 XPO5 YY1 ZNF318 ZZZ3 GSE17721_PAM3CSK4_VS_CPG_8H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_PAM3CSK4_VS_CPG_8H_BMDC_DN ABCB9 ADAMTS4 ALCAM ANKRD17 AP3M2 ARF4 ARG1 ARHGEF3 ARL6IP6 ARMCX3 ARVCF ASTN1 ATG9B ATP11B ATP11C ATP13A1 AVL9 BCKDHB BCO2 BRCA1 C6orf62 CAAP1 CABP4 CACUL1 CAPRIN1 CASP1 CASP8 CBR4 CCRL2 CD80 CDKN2A CEP19 CHMP4B CHUK CLN8 CMTR1 COPZ1 COX15 COX18 CPEB4 CPNE3 CPTP CREBRF CSRP1 CSTF3 CYSLTR2 DCAF15 DDHD1 DGKA DLX1 DNAJA1 DNAJB11 DNAJB6 DNAJB8 DNAJC13 DUSP1 EBI3 ENPP4 ESRP1 ETV2 F8 FABP4 FBH1 FGF13 FKBP1A FOS FOSB FYTTD1 FZR1 GALM GALR1 GBP4 GCNT2 GHITM GLA GLIPR2 GLRX GOLPH3L GPR19 GRAMD1A HERPUD2 HLA-B HLA-E HSPA1A IDNK IER5 IL7R KCTD4 KLF6 KLRK1 KRT81 LBP LNX2 LTA LY86 MAPK9 MAPKAP1 MBD2 MDM2 MLXIP MOCS2 MRPL13 MRPL27 MRPL30 MS4A3 MS4A7 MTSS1 MUSTN1 MXD1 MYO5A NABP1 NAT1 NDRG1 NDUFS4 NECTIN4 NINJ1 NIPA2 NMT2 NONO OTUB1 PARP14 PCSK7 PEX13 PEX7 PITPNC1 PKIG PLAT PLOD3 POLR3A PSMA5 PSMB8 PTPN13 RAP1B RELA RIPK2 RNF114 RNF115 RNF138 RNF214 RNF34 RSBN1 SARNP SCIN SELENOT SERPINC1 SGK1 SH3BP4 SIRT1 SLAMF8 SLC35A3 SLC35F6 SLC40A1 SLF1 SMAP2 SMC5 SPN SPOP SRPRA ST3GAL1 STAG2 STARD3NL STK4 STRN3 STX2 STX7 SUGT1 SUOX TASOR2 TAX1BP1 TBK1 TCAF2 TEFM TFG TGIF1 TK1 TLCD1 TLK2 TLR8 TMEM168 TMEM45B TNFRSF1A TOX4 TPO TRA2A TRDMT1 TRIP10 UBC UBE2D2 UBE2R2 UBL5 UNC93B1 UPF2 USF1 VSX2 WARS1 XPO6 XRN1 ZBTB2 ZFP62 ZNF35 GSE17721_PAM3CSK4_VS_CPG_8H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_PAM3CSK4_VS_CPG_8H_BMDC_UP AAMDC AARS1 ABCB11 ACTL7B ACTR1A ADAM9 ADAMTS10 ADD1 ADI1 ALAS1 ALDH1A2 ANAPC1 ANAPC13 ARFGEF1 ARPC1A ARRB2 ASB6 ATP13A2 BBLN BCCIP BNIP1 BRD4 C11orf86 C16orf74 C1QBP CAPN8 CARMIL1 CASD1 CBR1 CCL17 CCNI CCT5 CD300LD CD74 CEP95 CFAP410 CHKA CHRDL2 CLEC4A CLIC1 CLUH COA6 COL5A1 COMT COQ9 CORO1C COX19 COX7A2L CTNND1 CYB5R1 CYP51A1 DAPK1 DCTPP1 DCUN1D5 DDB1 DDX54 DGAT2 DNAJC3 DNMT3L DUSP16 EBF1 EIF2AK4 EIF4B EMC7 EMG1 EMILIN1 ENTPD4 EPB41 EXTL3 FAM118B FAM149B1 FASN FCHO1 FIG4 FRMD6 GALNT3 GLE1 GLUD1 GPAA1 GPS1 GRK4 GTF3C5 HEATR1 HLX HMBS HR HSD17B12 HSD3B1 IFTAP IMP3 INTS6L IP6K1 IQGAP3 KCNJ1 KCNJ2 KPNA2 KRT13 LDB2 LMAN1 LONP2 LPIN3 LSM3 MAFF MAP2K3 MAP3K6 MATN4 MBOAT7 MCUB MKI67 MRPL2 MRPL20 MRPL35 MRPL41 MRPL52 MRPS17 MRPS21 MRPS7 MYO18A MYO1C NADK NCKAP1L NCKAP5L NDUFA8 NDUFB10 NECAP2 NF2 NKX3-2 NKX6-1 NME6 NOCT NOP14 NUDC NUP210 PC PCNX4 PDCD2 PDF PHB1 PHYKPL PIGP PLPBP PNPLA7 PRMT7 PRR13 PTPMT1 PUM3 PUS7 RAB7A RAP1GDS1 RBFOX2 RBM28 RDH10 RGL3 RGS19 RHOQ RIN1 RMND5B RNASEH2C RNF130 RPF2 RPL37A RTCB RWDD3 SACM1L SACS SCN10A SDC1 SEC62 SEC63 SEMA3A SERF1A SNRPG SPATA13 SPEN SREK1 SRXN1 SUSD6 SYCP1 SYK SYS1 TBCEL TM9SF3 TMEM141 TMEM14C TP53INP2 TPK1 TREM1 TRMT112 TSPAN13 TSPAN14 TTC27 TTC3 TWIST2 UBALD1 WAS WDR5 XPNPEP1 YWHAE ZCCHC17 ZNF704 GSE17721_PAM3CSK4_VS_GADIQUIMOD_0.5H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_PAM3CSK4_VS_GADIQUIMOD_0.5H_BMDC_DN ABHD3 ACTR1A ADI1 ALG2 AMIGO1 ANAPC11 ANKH ARG2 ARL2 ARPC4 ATG12 ATP5F1E AVP BCKDHB BICDL1 BOP1 BTG4 BTK C19orf25 CABP7 CCDC6 CCDC85A CDC34 CDC5L CELA1 CEP57L1 CFH CHST12 CKS1B COL3A1 COX7A2L CPPED1 CYFIP2 DAO DAXX DCAF1 DDX46 DEK DHFR DHX16 DNER DRG1 DUSP18 DUSP22 ECPAS EDC4 EDEM1 ELMO2 EPHX2 EPSTI1 ERLIN1 FABP6 FAM13B FBXW11 FEZ1 FGF20 FGL2 FKBP8 FOXE3 FOXG1 FOXJ1 FXR1 FZR1 GABARAPL1 GATAD1 GBP4 GOLGA2 GP2 GPR180 GRIA4 HEPH HPD HRH2 HTR7 IL1R2 INPP5B IPP IRF6 ITGA4 KDM5A KLRK1 LAMB2 LAMTOR5 LANCL2 LARP1 LIMD1 LIPE LMAN1L LRRC26 LSM12 LSM3 LY9 MAK16 MAPK1 MCM3AP MDFI MED4 MED8 MGP MINK1 MKRN1 MMP20 MOB3B MRTFB MS4A6A MTX1 MYOZ1 NAP1L4 NDUFB11 NELFA NFATC2IP NHERF1 NHERF4 NONO NOS1 NR2F1 NRBP1 NUCB2 NUDT13 NUDT16 OVOL2 P2RY12 PCOLCE PDZK1IP1 PEX6 PIGK PIGT PIP5KL1 PLAAT3 PLAC8 PLCL2 POLR2A POLR3F PPIL2 PPM1A PPP3R1 PRIM2 PRMT1 PSIP1 PSMB10 PTOV1 RAB22A RFK RHBDL1 RNF44 RRP15 RUFY1 SEPTIN4 SERTAD3 SGPL1 SH3BP5L SIGIRR SLC26A3 SLC27A2 SLC30A6 SLC35A3 SLC37A4 SLFN12 SMPDL3A SPINK4 SRPK2 ST3GAL4 STX8 SYNE1 SYNE2 TBC1D17 TIPRL TK1 TMCO6 TMED4 TMEM134 TMEM222 TMEM234 TMEM260 TNFRSF13B TNRC18 TOMM7 TPSG1 TRIM15 TRIM24 TRIM8 TSC22D3 TTF1 UBE2D1 UBE2O UBE2S UBE2V1 USP9X UXT VAV2 VN1R5 WDR13 WWC2 YEATS4 YPEL5 YWHAE ZMAT2 ZNF148 ZNF362 ZRSR2 GSE17721_PAM3CSK4_VS_GADIQUIMOD_0.5H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_PAM3CSK4_VS_GADIQUIMOD_0.5H_BMDC_UP ABCB4 ABCG2 ACOT1 ACTL7A ACVR1 ADTRP AGL AKAP10 ALDH6A1 AMELX AMPD2 ANO1 APC ARID5B ASB15 ATAD2B ATP1B1 B4GALT7 BAIAP2 BCAN BEX1 BLOC1S4 BRS3 CALML5 CAPN8 CASKIN2 CASP2 CASQ1 CCDC71L CCL13 CD244 CD46 CEMIP CHD7 CHPF CISH CLDN3 CLYBL CNGA1 CNPY2 COPB2 COX6B1 COX6B2 CPEB1 CRYBA2 CTTNBP2NL CXCL2 CXCL3 CYSTM1 DALRD3 DCAF12 DDO DDR1 DDR2 E2F3 EEF1E1 EGR1 ELK4 ENPEP ERRFI1 FAM120A FAM86B2 FGD4 FKBP11 FTL FTSJ3 G3BP2 GANAB GDI1 GJB2 GNG13 GPN3 GPR12 GPR88 GPT2 GRIN2C GRPEL2 H1-10 H1-6 H2BC5 H6PD HDAC2 HOXA3 HOXC6 HS2ST1 HSD17B7 HSP90B1 HVCN1 IER3 IGLL1 IL10RA IL10RB IL17RC IL1RL1 IL36A IL6ST ILF3 ITGAX JUND KCNH2 KDM4C KEL KIAA1191 KLHDC3 KRIT1 KRT33B KRTAP20-2 LAMA4 LRWD1 MANF MAP7 MITF MKRN3 MRC2 MRPL41 MRPS33 MRPS5 NAPB NBL1 NCAN NCDN NFIB NFKBIE NLRP3 NOP16 NOS2 NPC1 OR52A1 PARD6A PCDH7 PCDHB2 PCDHB5 PCYT1A PDAP1 PER1 PEX3 PHACTR2 PHF20L1 PLG PLGRKT PLLP POLR3D POT1 PPBP PRDM1 PRKCB PROM2 PTGER2 PTGR1 PTPRE PTPRS PYY QPRT R3HCC1 RAG1 RANBP1 RARB RBMS1 RHBDL3 RPF2 SAMD11 SCYL1 SERPINF1 SIX4 SKA2 SLC15A3 SLC23A1 SLC8A1 SMU1 SOD2 SP7 SPAG4 SPAG5 SPESP1 SYNJ2BP SYT12 TAF7 TAS1R2 TBL2 TC2N TCP11 TFPI2 THBS3 TLR1 TLR2 TNF TNRC6A TOR2A TP63 TPTE TRAPPC14 TRPM1 TUBGCP4 TXNDC8 UBC UBXN10 UNC13A UNC93B1 VIL1 WNT3A GSE17721_PAM3CSK4_VS_GADIQUIMOD_12H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_PAM3CSK4_VS_GADIQUIMOD_12H_BMDC_DN ACOX2 ADAMTS5 ADCY6 ADGRA3 AFTPH AGRN ANKRD26 ANP32A AP3M2 AP5M1 ARHGAP10 ARHGEF40 ASAH2 ATP11A ATP8B3 B4GALT5 BAMBI BID BRAF BST2 C5orf52 C8orf33 C9orf72 CCDC80 CCL13 CCL5 CCNB1IP1 CCND2 CD200 CD274 CD84 CD86 CDK14 CENPM CHMP4B CHTOP CKAP2 CLIP1 CMA1 CMTM6 COL1A2 COX18 CSF3R CSTF3 CTSK CXCL10 CXCL3 CYP2F1 CYTH1 DBN1 DBNL DGKA DGKZ DGUOK DHX58 DMTN DNAJA4 DUSP14 EIF4ENIF1 EML6 ENTR1 EPHA3 EPS15L1 EPSTI1 FAP FGFR3 FGG FNBP4 FUT1 GABRB2 GALNS GBP6 GLRX GNB4 GNPTAB GSTK1 HCK HLA-G IFI27L2 IFI35 IGBP1 IGFBP5 IL10 IL12B IL18BP IL7R IRF2 ITGA4 ITM2B KBTBD4 KCNC1 KLF15 KLF6 KLRK1 KRT33B KTN1 LAPTM4A LMAN1L LPXN LY86 MAD2L2 MAGOHB MAP4K2 MITD1 MORC3 MOV10 MPEG1 MS4A7 MYD88 MYO1H NAMPT NASP NFIA NR2C1 NSUN4 NUB1 OGFRL1 P2RY14 PAN2 PARP14 PARP9 PAXBP1 PCDH20 PCSK1 PDCL PGLYRP1 PKIG PLAC8 PML PNP POLD3 PPP1R11 PRKCE PROCR PRPF38A PSEN2 PSME1 PSME2 PTGES PTMS RAB20 RAB22A RAP1B RAPSN RCSD1 RHOC RNF2 RRAGC S100A8 SAP30 SCN4A SCYL1 SERPINB9 SGK1 SH3BP5 SHFL SLC26A3 SLC41A1 SLC44A4 SLC6A6 SLCO3A1 SMAD4 SMNDC1 SNAP91 SNX4 SOCS1 SPG11 SPOP SPRYD7 SPSB1 SPSB4 SRPRA STAT4 STXBP3 TAB2 TAMALIN TAPBP TBC1D13 TBX3 TEX12 TIMP3 TIPARP TLR1 TM2D1 TMEM128 TMUB2 TNFRSF14 TNPO2 TPM2 TRAFD1 TRIM26 TXLNG UBA7 UGDH USP25 UTP6 WFS1 YWHAH ZBTB2 ZIM3 GSE17721_PAM3CSK4_VS_GADIQUIMOD_12H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_PAM3CSK4_VS_GADIQUIMOD_12H_BMDC_UP AARSD1 ABCB10 ACADM ACBD6 ACOT7 AK3 AKR1B15 ARHGDIB ARMH4 ARPC1A ATAD3A ATP2A1 ATP5MF B4GALNT1 BBLN BDH1 C15orf40 C19orf53 C2orf42 C3orf62 CCDC22 CCT4 CCT8 CD247 CDA CHEK2 CHURC1 CIB2 CIDEB CKS1B CLCN4 CLPP COMMD7 COQ9 COX20 CPSF3 CRAT CSRP3 CUEDC2 DBI DGLUCY DHRS7 DNAJC3 DNMT3L DOLPP1 DPY30 DUSP19 DUSP3 E2F6 ECI2 EIF3I ELOVL1 EPB41 EPHA6 ESR1 FAM210B FASN FERMT2 FIBIN FKBP3 FRRS1 GDI2 GFM1 GIPC3 GJC1 GLRX3 GNL3 GNPAT GPD2 GPR155 GPR180 GSTM1 GTF3A H2AX H2AZ1 HADHB HEXB HINT3 HOXC13 HSPE1 HTATSF1 HVCN1 IFITM10 IMP4 INTS6L KCNAB2 KIF21B KIFC3 KL KLF9 KLHDC3 KRT82 LAS1L LMNA LPGAT1 LRFN1 MAPK14 MECR MED29 MFSD10 MGST1 MPND MRPL15 MRPL33 MRPL51 MRPS17 MRPS36 MTHFD1 MYF5 NDUFA13 NDUFA4 NDUFA9 NDUFB2 NDUFS6 NDUFV2 NHERF2 ODR4 OLFM1 ORMDL1 PBDC1 PCCA PCDHB13 PCLO PGK1 PIGS PKD2L2 PKM PLPBP PNKD POLD4 POP5 PRDX3 PRDX6 PREB PRMT7 PSMB3 PSMB5 PTGR1 RAD54L2 RMND5B RNASEH2C RNF26 RPL13A RPL14 RPL23A RPL7A RPS10 RPS16 S100A6 SASH3 SDAD1 SDHAF1 SESN3 SFXN1 SFXN3 SH3BGRL3 SIRT4 SLC10A3 SLC13A2 SLC19A2 SLC22A13 SLC34A2 SLC35B1 SLC39A1 SLC66A1 SNF8 SQLE SREBF1 ST6GAL1 STK10 STMN1 STMP1 SUN1 SWI5 SYNJ2BP TBX1 TDRP TECTA THAP11 TM7SF2 TMEM119 TMEM126A TMEM214 TMEM97 TRAPPC1 TRAPPC6A TTC3 TXN2 UBE2C UCN UFM1 UNC119 UQCC1 UTP20 WBP1 ZMPSTE24 ZNF148 ZNF638 ZNHIT3 ZNRD2 GSE17721_PAM3CSK4_VS_GADIQUIMOD_16H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_PAM3CSK4_VS_GADIQUIMOD_16H_BMDC_DN ABI1 AFTPH AGFG1 AGTPBP1 AKR1E2 ANAPC16 AOC1 APOBEC1 ARFGAP3 ARHGEF28 ARID5A ASPH ASPN ATE1 ATF6 ATMIN ATP6V1B2 B3GNT3 BFSP1 BLVRA BST1 C19orf25 C1QB C1QC CCR2 CCR5 CD47 CEPT1 CLASP2 CLEC4A CLIP2 CNBP COPS8 CPSF4L CSK CTSK CTSV CXXC5 CYP17A1 DCLRE1A DHRS1 DHX58 DPCD DPYSL4 DYNLL1 EFNB2 ENPP2 ERGIC1 ERGIC2 FAM114A2 FKBP3 FOS FUT8 GABRA1 GALNS GJD2 GPR137B GRB2 GTF2A1 HELZ2 HLA-E HOXD11 IFI35 IFIH1 IFT22 IKZF1 IL18BP IMP4 INA ISG15 ISG20 JPT1 KAT6A KATNA1 KDR KIF5B KLK7 KRAS KRT15 LAPTM4A LMO2 LPXN MAP4K5 MAP7D1 MCM10 MCM6 MET MICU1 MITD1 MLLT3 MOB2 MRPL13 MSR1 MVB12A MYL11 NCK2 NMI NUBP2 NUDT13 NUDT4 OCIAD1 OLFML3 PAFAH1B1 PARP9 PDZD11 PIM2 PLD4 PNPO POMP POPDC2 PRDX2 PRKCA PRMT7 PRRG2 PSEN2 PSMB2 PSMC4 PSME1 PSME4 PTTG1 R3HCC1 RAP1B RAP2C RARS1 RBM18 RBM6 RFC3 RGS10 RHOC RMDN3 RNF149 RNH1 RPL7L1 RRP8 RSL1D1 SAE1 SAFB SAP30 SCPEP1 SCRN2 SDC3 SELENOP SELENOS SEPTIN7 SERTAD1 SGF29 SKAP2 SLC15A3 SLC25A26 SLC28A2 SLC31A2 SLC6A8 SLF1 SLF2 SLIT3 SMAGP SMARCE1 SNX2 SOCS4 SPIB SRD5A3 SRPRA STAG2 STRN TADA1 TAFAZZIN TARDBP TAS1R1 TCAP TCF7L2 THAP2 TIMM44 TIMM50 TMBIM1 TMEM140 TMEM183A TMEM209 TMLHE TOR1AIP1 TOR3A TREX1 TRIP10 TSEN15 TTC1 TYSND1 UAP1L1 UBA7 UBE2G1 UQCC1 USB1 USP20 UTP18 VAMP4 VNN1 WDR86 ZBTB18 ZBTB33 ZFAND2A ZNF18 ZNF227 GSE17721_PAM3CSK4_VS_GADIQUIMOD_16H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_PAM3CSK4_VS_GADIQUIMOD_16H_BMDC_UP AAMDC ABCA3 ABL1 ACSL1 ACTN1 ADRB3 AIM2 ALDH1A2 ALDOC ANKEF1 ANXA8 ARHGAP31 ARHGDIB ARPC5 ARX ATP13A3 ATP6V1C2 B3GALNT2 BAALC BDKRB2 BHLHE40 BIRC3 BPNT2 C11orf16 C21orf91 CACNG8 CCL17 CCL24 CCRL2 CD14 CD247 CD40LG CD70 CD79A CDC42EP3 CGREF1 CHKA CHST7 CIITA CKS1B CLCN5 CLEC5A COL4A1 COTL1 CRB1 CRTC3 CYP2J2 DDX27 DDX50 DGAT2 DGLUCY DLL1 DYRK1A EDA EDNRB EI24 EIF3G ESRP1 FAM241B FAM3B FBXO43 FIS1 FKBPL GABRP GMFG GPR12 HINT2 HINT3 HMGCS1 HMGN3 HNRNPR HOXA3 HSP90AB1 ICAM1 IFITM10 IGFBP1 IGFLR1 IL12A IL16 IL9R ITFG1 IZUMO1R KDM6A KLF13 KLF7 KRT2 LAMTOR4 LGALS1 LIMCH1 LRRK2 MAP3K2 MBTPS1 MED12L MEFV MKKS MMP20 MPC2 MRPL33 MT1E MYL2 NANOS1 NBEA NDFIP1 NDUFC2 NFKB2 NIPSNAP1 NIT1 NKD2 NKX2-8 NOCT NOMO1 NPEPPS NR1D1 NSF NSG2 OPN4 OPRD1 OSBPL9 P2RX5 PAG1 PCBD2 PCOLCE2 PELI1 PGK2 PHKB PILRA PIP4K2A PLA2G4F PPIB PRG3 PRODH PSD3 PSMB3 PTS PYGL PYY RIC8A RNF11 RNF144A RP9 RPL27 RPS11 RPS6KA1 RTL8C RUSF1 RWDD1 S100A6 SAC3D1 SBNO1 SEPTIN2 SERPINA6 SEZ6L2 SFRP2 SFXN1 SFXN3 SH3KBP1 SHMT1 SLC1A2 SLC25A17 SLC25A29 SLC26A5 SLC39A1 SLURP1 SNRNP70 SNX19 SRSF11 STING1 STX6 SUSD2 SWI5 SYNE1 TEAD1 TINAGL1 TMEM234 TNF TOMM40L TOR1A TPT1 TRIM13 TSPAN12 TSPAN33 TTYH1 TULP2 UBE3C UBLCP1 UBXN1 UHMK1 UQCRC2 UQCRFS1 USP34 USP5 USP53 VCL WT1 XPR1 ZFP30 ZMPSTE24 ZNF264 ZNF703 ZYX GSE17721_PAM3CSK4_VS_GADIQUIMOD_1H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_PAM3CSK4_VS_GADIQUIMOD_1H_BMDC_DN AAR2 ABCB10 ACADM ALOX5AP ANGEL2 ANP32B ANXA6 ARCN1 ARHGAP18 ASAH1 ASCC1 ASPA ASTN2 ATL2 ATP5MF ATP5MG ATP6V0A2 ATRN BAG1 BDH1 BLM BMAL1 BMP5 BPNT1 BTK BUB1 C1QBP CA9 CAMK1 CANX CAPRIN1 CBR3 CCDC115 CCNQ CDKL2 CFAP410 CFL2 CLN3 CMKLR1 CNIH1 COA5 CORO1A CPNE3 CRBN CRYBA4 CTNND1 CTSD CXXC1 CYP1A2 DBR1 DBT DECR1 DHRS11 DIPK2A DLAT DNPEP DPAGT1 DUSP22 EBPL EEF1E1 EIF3A ELOF1 EPHA8 EYA4 FTH1 GABPA GALC GLTP GMFB GNG2 GPR65 GTF2A1 GYG1 HADHB HAUS2 HCLS1 HNRNPUL2 HSP90B1 IDH3A JTB KCNMB2 KIF3B KLF10 LARP1 LYPLA2 MATK MCM10 MCUB MED17 MGAT2 MICOS13 MIS18A MPHOSPH6 MRPL50 MRPL9 MRPS23 MTFMT NAP1L1 NFS1 NIP7 NIPA2 NKIRAS1 NOP10 NOP16 NQO2 NT5M NUDCD2 ORC2 PACS2 PAX5 PCTP PHETA2 PJA2 POLDIP3 PPP2R5C PRELP PRKAG2 PSEN1 PSMA1 PTCH1 PTDSS1 PTGR2 PTP4A2 RAB13 RAN RAP1A RASSF5 RGS18 RIN2 RIOX2 RNF103 RPL7L1 RSRC1 SCEL SEC11A SERAC1 SERF2 SF3B3 SLC25A47 SLC35A2 SLC35A5 SMC3 SMC4 SNX17 SNX4 SP3 SPC25 SPRY4 SRSF1 STAG2 STARD8 SYAP1 TAF1D TCF25 TCTA TEFM TEX15 THRB TMED4 TMEM229B TMEM268 TMEM51 TMPRSS13 TNFSF14 TOE1 TOPORS TOR1AIP2 TOR4A TPP1 TPRKB TRIM25 TRIM27 TRIOBP TSEN34 TTK TUG1 TVP23A UBE2D2 UFSP2 UNC50 USB1 USP45 USP5 UTP18 VAMP3 VEGFA VSIR WDR1 XPO7 YWHAG YWHAH ZBED4 ZFAND2A ZNF146 ZNF18 ZNF319 ZNF574 ZNF688 ZNG1B ZW10 GSE17721_PAM3CSK4_VS_GADIQUIMOD_1H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_PAM3CSK4_VS_GADIQUIMOD_1H_BMDC_UP ABHD17C ABHD8 ACOD1 ACOT7 ADAM33 ADM ADORA2B ALKBH3 ANGPTL7 AQP7 ARHGAP45 ARHGEF1 ARHGEF3 ARL4A ATF3 BIRC3 BRD2 C6orf58 CASP4 CCDC96 CCK CCL13 CCR7 CD274 CDC42EP3 CDHR1 CLK1 CNTN6 COL4A4 COL4A5 COQ4 CXCL2 CYBRD1 DDX18 DKK3 DMRTB1 DPEP3 DPP4 DTNB DUSP14 DUSP16 EDN3 EGFL7 EGR2 EMILIN1 EMSY ERCC3 ERRFI1 F3 FERD3L FHOD3 FOXB2 FPR1 FST FSTL1 FTSJ3 FZR1 GATA2 GEM GIPC3 GJB3 GNGT1 GTF2B GTF2IRD2 HORMAD1 HOXC5 HPCA ICAM1 IFNGR1 IGDCC3 IGSF6 IKZF2 IL17D IL4I1 IL6 IL9R INHBA IRF8 ITGB6 ITIH4 JUN JUNB KIF1B KIF21B KLKB1 KMT2A KRT16 KRT77 KRTAP8-1 KRTDAP LIN37 LIN7B MAFF MAP2K2 MAPKBP1 MED21 MET MFSD6L MMP10 MMP13 MMP14 MSI2 MTMR7 MUC20 MYBPH MYH9 MYO1C NCK1 NFKBIA NFKBIZ NIPAL2 NLRX1 NMRK1 NOCT NSFL1C NSG2 OGFRL1 OLR1 OSGIN2 PAF1 PAH PARP14 PATJ PCSK1 PDE10A PHIP PIM1 PIM3 PLEK POF1B PRDX6 PRKCSH PRRX2 PSMB3 PTGER4 PTPN23 PTPRE PTPRK PYY RAB20 RARS2 RD3 REST RNF19A RTBDN SAA4 SAMSN1 SAP18 SCG2 SEPTIN2 SERPINB2 SKIL SLAMF7 SLC11A1 SLC24A1 SLC25A25 SLC27A3 SLC30A6 SLC41A1 SLC6A8 SPINK4 SPRR3 SPRY1 SPTLC2 SRMS SRXN1 SRY SST ST3GAL5 STAB2 STAT5B STK4 SUCO SYP SYTL4 TAC1 TADA3 TAF7 TLR7 TMA16 TMEM39A TNFRSF11B TNFRSF9 TNIP1 TRAPPC6A TRAT1 TRHR TRIM62 TSC22D1 TUBGCP2 TYRP1 USP20 VIT VTI1A WNK2 WSB1 YES1 ZBTB17 ZFP36 ZNF704 GSE17721_PAM3CSK4_VS_GADIQUIMOD_24H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_PAM3CSK4_VS_GADIQUIMOD_24H_BMDC_DN ACTR3 AIF1 ALCAM ANPEP ANTXR2 ANXA1 AOC1 APAF1 ARHGAP10 ATG3 ATP10A ATP2B2 AZIN1 BATF2 BCKDHB BLNK C1QC CAMLG CASP7 CBX6 CCL13 CCL4 CCNJ CCR5 CCRL2 CD274 CD2AP CDK8 CDS2 CFAP20 CFB CHMP4B CHRM4 COA5 COL1A2 COL4A4 COX18 CRELD2 CRP CYFIP2 CYP39A1 CZIB DBT DCK DDX60 DHPS DHX40 DNAAF5 DNM2 DPF2 DUSP15 DUSP2 EEF1E1 ELK3 EMC7 ENG ENPP3 EPB42 ERBB3 F2 F7 FAM149B1 FAM3C FGF18 FNBP4 FNDC3A FTH1 GBP6 GBP7 GRSF1 HAX1 HDAC9 HEYL HGSNAT HLA-B HNRNPDL HTR2B IFI35 IFT22 IL18BP IMPDH1 INMT KAT6A KDR KLF3 LGALS3BP MAP4K3 MATR3 MDM2 MEMO1 MITD1 MORF4L1 MPDU1 MRPL47 MRPS2 MRPS22 MTARC2 MTMR2 MUC1 NCAPG2 NCF4 NCSTN NDRG1 NFAM1 NMT2 NT5C3A OCIAD1 P2RY14 PACC1 PALS2 PARP8 PCSK7 PDE6D PDIA6 PDLIM1 PEX5 PLBD2 PLPP1 PLPP3 POMT1 PPP2R3C PPP4R2 PRM2 PSEN1 PSMA5 PSMB6 PSME1 PSME2 PSMG3 PTPN14 PWP2 RAB22A RAB5IF RAB6A RABL3 RAD9A RANBP9 RBM10 RBM17 RBM3 REPIN1 RGL1 RHOC RIOK3 RIOX2 RNF114 RNF135 RNF34 RRAS2 RRN3 SAP30 SEC11A SEC14L2 SERP1 SGCB SLC13A3 SLC1A2 SLC39A9 SLC7A8 SMN1 SMNDC1 SMS SNX2 SOCS4 SOX18 SP110 SPTLC1 SRD5A3 ST7 ST7L STAMBP STIP1 STK24 SYS1 TAP1 TAPBPL TBC1D13 TCERG1 TEN1 TJP1 TLK2 TMA16 TMEM129 TMEM143 TOR3A TPST1 TREX1 TRIM21 TUBA1A TUBB2A UBE2I UBE2L6 UBR2 USB1 USP24 UTS2R VPS54 WDR77 ZC3H12C ZNF426 GSE17721_PAM3CSK4_VS_GADIQUIMOD_24H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_PAM3CSK4_VS_GADIQUIMOD_24H_BMDC_UP AATK ACOX1 ADRB3 AGGF1 ALDH1L1 ALDH9A1 ALPK3 ANAPC13 ANG ANKH ANXA3 APOA2 APOBR ARPP19 ARRB1 ASB14 ATP5PB BAG1 C3orf70 CCL17 CCL24 CCNB2 CD9 CDC42SE1 CDH9 CEBPZOS CEP89 CHD4 CIB1 CIITA CLEC4A CLU CNTFR COX6C CSNK1G2 CST9L CTDSP1 CTDSPL CUEDC2 CYSLTR1 DAPK1 DBI DHCR24 DOCK5 DXO EEF1D EGLN3 EIF3F EIF3I ELOVL1 EPHA6 EPS15 ERLEC1 ESYT3 FASN FCGR2A FDFT1 FDPS FNBP1 FOXC2 FUCA1 FUOM FZD3 GJA8 GMNN GOT2 GPRC5D GSTM3 GSTO1 GTF2B HELZ HEPACAM2 HEPH HMGCS1 INTS3 INTS6 ISYNA1 ITFG1 JAK2 KIAA1217 KIF1C KLF9 KRT14 L1CAM LAMC2 LARP7 LCN2 LDHA LDLR LGALS4 LRFN1 MAFB MAN1A1 MAP3K11 MARCO MBP MBTD1 MGST2 MICOS10 MKI67 MKNK2 MRPL20 MRPL33 MRPL41 MRPS36 MVD MYL6 MYOZ3 NAA10 NADK NANS NCKAP1L NDST1 NDUFA11 NDUFV2 NOP10 PAFAH2 PCDHB13 PCMTD2 PCYT2 PDZRN3 PELI1 PGAM1 PIP PKM PLBD1 PLCG2 PLXND1 POLD1 POP5 PPP6R2 PROS1 PSMB3 PTGER2 PTGFR PTRH2 RAB31 RAB3D RAD17 RAD51 RALBP1 RBFOX2 RIDA RPL22L1 RPL23 RPL26 RPL7A RPLP1 RPS21 RPS4X RPS9 S100A13 SCARA5 SEM1 SERPINF2 SFXN3 SH3RF1 SH3YL1 SLC25A17 SLC25A4 SLC39A1 SLC41A3 SLC44A3 SLC6A12 SLCO1B3 SLITRK1 SNRPD2 SQLE SS18L2 SSX2IP ST6GAL1 STARD4 STOM SUOX SURF4 TALDO1 TCF15 TCF4 TEP1 THAP7 TKT TLX1 TM2D3 TMEM114 TMEM176A TMEM268 TRAT1 TXNDC16 UBL5 UCN UQCRC2 VWA8 WNT6 WSB2 XIST ZDHHC14 ZFHX3 ZNF689 ZSCAN26 ZYX GSE17721_PAM3CSK4_VS_GADIQUIMOD_2H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_PAM3CSK4_VS_GADIQUIMOD_2H_BMDC_DN ABHD17A ACLY ADAM9 AHRR AKIRIN2 AKTIP ANAPC1 ANKMY2 ANKRD28 APP ARF1 ARHGAP21 ARPC4 ASB13 ASPH ATG10 ATP6V0B ATP8B2 ATPAF2 B4GALT6 BACH1 BMAL1 BRCC3 C19orf12 C6orf58 CAMKV CAPN3 CAPZA2 CCL13 CCND3 CCNE2 CCNT2 CDC25A CDK2 CDKN2AIPNL CEACAM21 CEP350 CHMP1A CHTF8 CIPC CLDND1 CLINT1 CNOT3 CRCP CUL4A CYTH3 DACH1 DBF4 DCAF15 DCTN5 DHRS7B DIPK2A DNAJC21 DOCK8 EEF1G EFL1 ELMO2 EPN1 FAM3C FBXO25 FBXO32 FIGNL1 FNTA FNTB FOXO3 GABRB2 GALNT11 GATC GMFB GPR65 HLA-DRB1 HMGXB4 HNRNPD HNRNPF HSD17B7 IDH3A IGFBP4 IP6K1 IRF2 ISCA2 ITM2A ITSN1 JADE1 KCNK13 KMT2E KMT5B KRTAP13-1 KRTAP4-12 LAMP2 LGALS9B LLGL1 LRP2 LRRK1 MAK MAPK1 MCAM MED23 MEF2C MEF2D MERTK MFN2 MFSD14A MGAT2 MIGA2 MIS18BP1 MRPL3 MS4A6A MSH3 MSL1 MYH4 NCOA1 NDUFA9 NEK9 NFATC2IP NFIL3 NRDE2 NT5C NTHL1 ORC5 P2RY12 PCNX3 PDE6D PFN1 PHKA1 PIBF1 PIGH PLSCR3 POLK POLR1B POLR3A PPM1G RAB33B RAB40C RAB43 RAD17 RANBP10 RAP2A RELA RHBDD1 RIPOR2 RMND5A RNFT1 RREB1 RRP8 RSRP1 RXFP2 SELENOP SERP1 SH2D1B SIGIRR SIKE1 SIRT7 SLC22A17 SLC37A4 SLC44A2 SLC66A2 SLC9A1 SOS1 SRCAP SSBP3 ST3GAL4 SUGP2 SURF1 SYNGR1 TAF9 TAFAZZIN TBC1D14 TBCEL TEX261 TM6SF1 TM7SF3 TM9SF3 TMED7 TMEM229B TMEM230 TMEM41B TMEM51 TNRC6B TOR3A TRAPPC2B TRIM25 TRIM7 TTC7B TUBGCP3 TXLNB UBA7 UQCC1 USP38 VPS29 VPS33B VPS39 WBP11 WSB1 YWHAQ ZCCHC10 ZDHHC7 ZKSCAN3 ZNF346 ZNF426 ZSCAN26 GSE17721_PAM3CSK4_VS_GADIQUIMOD_2H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_PAM3CSK4_VS_GADIQUIMOD_2H_BMDC_UP ADGRD1 AEBP2 ALX4 AP2B1 APAF1 AQP2 ARHGAP29 ARPP21 ATF5 ATP8B3 AVP BAZ2A BCAS3 BCL2L1 BET1L BFSP1 BHLHE40 BHMT2 BLNK C6 CALCOCO2 CAPN2 CARTPT CASKIN2 CBX2 CBY2 CCDC175 CCDC59 CCDC65 CCL22 CCT5 CD247 CDC42EP3 CFLAR CHRND CHST14 CLDN5 CLK3 CLMP COL4A6 CPEB4 CRISP2 CRYAB CRYBA4 CUBN CYP3A43 DCN DDO DLST DNAI4 DSCAML1 EBI3 ECE1 EDN1 EFNA2 EFNA4 EHD1 EIF1B EML3 ENO3 ERN2 EXT1 FAH FAM107B FAM181B FAM81A FBXO45 FEM1B FTSJ3 FURIN GABRA3 GALNT16 GALNTL5 GATA3 GLIS1 GPR85 GRIK3 GSPT2 GTF2B GZMH HDC HDHD3 HELQ HEPH HILPDA HPGD HTR3B HTR7 ICAM5 IFNA1 IGFBP6 IKZF4 IL11RA IL17RA IL17RB IL17RE IL1RN INSL5 IRS2 ISL1 ISL2 ITGA2B ITGBL1 JUND KRT31 KRTCAP3 KTN1 LHX2 LHX5 LOXL3 LPIN3 LRRK2 LYSMD1 MAN1A1 MAP1B MARCKS MBL2 MMD MOV10 MRPL35 MSI2 NDRG1 NEDD9 NEK2 NFKBIB NLRP6 NOL6 NPL NPVF NR4A1 NSD1 NSG2 NTRK3 NUP54 OR10A4 ORM1 OSGIN2 P2RX1 PCSK1 PDX1 PHGDH PLAT PLCL2 PLPPR4 PLSCR1 PLXNA3 POF1B POLD1 POU3F3 PPP4R3A PRKD1 PROX1 PSD PTPRG PYY RAB20 RAD51B RANBP17 RASA2 RGS2 RPL26 RPP25 S1PR3 SAA2 SDS SEMA3F SERPINB5 SERPINB9 SERPINC1 SHC1 SIL1 SLC12A4 SLC22A23 SLC29A4 SLC44A1 SLC4A5 SLC7A6 SMARCB1 SNTG2 SPIN4 SYT1 TCTE1 TDGF1 TGFB2 THOC1 TIMP3 TIMP4 TMEM39A TMPRSS4 TPMT TRAM1L1 TRPS1 TSPAN12 UBXN10 UPK3B XCL1 ZBTB48 ZNF264 ZNRF1 ZP2 GSE17721_PAM3CSK4_VS_GADIQUIMOD_4H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_PAM3CSK4_VS_GADIQUIMOD_4H_BMDC_DN ACTN3 ADAR AKT2 ALDH1A2 AP1M2 AP1S2 AP3B1 APOBEC1 ARHGAP18 ARL1 ASPH ATF3 B4GALT6 BARX1 BATF3 BCAR3 BCAS2 BFAR BICDL1 BLOC1S6 BMP8B CAAP1 CAB39L CACNG1 CASP1 CASP12 CCDC86 CCNL2 CCR1 CCR5 CCRL2 CD300LF CD47 CD96 CENPH CEP104 CH25H CHMP1A CHPT1 CHRNE CLCF1 CLINT1 CLIP1 CMPK2 CNOT6 CNP COPB1 COPG2 CSN3 CXCL10 CXCR4 CYP17A1 CYP2F1 DACH1 DAPP1 DBNL DEDD DNAJC10 DOCK1 DUSP2 EHD4 EIF4ENIF1 EPB41L5 EPSTI1 ETV1 F7 FAAP20 FAM13B FAM174A FBXL6 FBXO42 FCGR2B FGF23 FLT3 FXYD1 FYCO1 GATAD2A GDA GJA10 GLIPR2 GMPPA GORASP2 GPBP1L1 GPR65 GRAMD2B GTPBP1 GYPC H2AC25 HCAR2 HCK HMBOX1 IFT172 IL20 IRF2 IRF8 ISG15 ITPR1 KANK2 KAT6A KATNA1 KCTD14 KEAP1 KHDRBS2 KLF2 LARGE1 LLGL1 LMO2 LRBA LRP5 LTB4R LZTS2 MAK MARCHF5 MB MBD2 MCRIP1 MED6 MEF2A MFSD3 MITD1 MMP9 MPP1 MSRA MTHFR MYOM1 NAPSA NCF4 NCSTN OAS3 PARP12 PFKFB3 PGS1 PIAS1 PLA2G5 PLEKHF2 PLIN2 POLR3C PPP4C PRDM1 PTGES QKI RAB18 RAP2C RASA4 RBM43 RGS1 RGS14 RHOH RIPK2 RNASEK RTP4 SAP30 SASH1 SAV1 SELPLG SIGLEC7 SLC25A22 SLC25A28 SLC30A7 SLC4A8 SMAD1 SMAD3 SMC4 SMPD5 SNX10 SOX14 SPATA13 SPIN1 SPINT1 SPOP SRD5A3 STAG2 STAT4 STK24 STX7 SUMF1 SUPV3L1 SYPL1 TBC1D8 TCF7 TCTN2 THAP12 TIFA TIMM10B TLE3 TMEM140 TMEM229B TRAF1 TSPAN13 TSPAN6 TSPYL4 UAP1 UIMC1 USP18 USP45 VAMP8 VBP1 ZMIZ2 ZNF600 ZUP1 GSE17721_PAM3CSK4_VS_GADIQUIMOD_4H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_PAM3CSK4_VS_GADIQUIMOD_4H_BMDC_UP AATK ACAD9 ADGRD1 AGO2 AK4 AKR1D1 ALKBH5 ALPG AMPD2 ANKRD12 ARHGEF12 BBLN BCL3 BLMH BMP7 BUD31 C14orf180 CAMK2B CASQ2 CAVIN1 CCDC115 CCDC93 CCL24 CD72 CDC42SE2 CDCA4 CDCA5 CDK2AP1 CDK9 CIITA CKS1B CLDN15 CLSTN1 COPS7B COX17 CPA1 CPS1 CPT2 CREG1 CRHR2 CYP2C18 CYP7B1 DCLRE1B DDB2 DHPS DIABLO DNMT3A DSCAM EBI3 ENO2 ETHE1 EVI5 EYA2 FABP4 FANK1 FCHO1 FEN1 FMNL1 FOXD3 FSCN1 FTL GATC GJD2 GNA13 GRIA4 GRIN1 HACD2 HACD3 HELQ HEXIM1 HINT1 HK1 HLA-DMA HMGCL HORMAD1 HOXD13 IFITM2 IMP3 IMPACT INTS14 IRF4 ITPR3 ITSN1 JDP2 KATNBL1 KCNJ14 KCTD4 KDM2B KIF1C LAD1 LHX9 LIMD1 LRRC20 LY75 MAP3K11 MCM3AP MCOLN2 MFSD14A MIA MIS12 MRPS18B MRPS7 MT2A NAP1L3 NCKAP1 NKX2-2 NSDHL NSG1 ORM1 ORMDL1 PARD6B PCDH20 PCSK6 PDZK1IP1 PEA15 PFDN6 PGAM1 PGLYRP2 PIP4K2C PKIA PLA2G15 POLR1C POLR2I POR PPP1R16B PPTC7 PRAP1 PTPA PWP2 PYGO2 RAB30 RANBP10 RANBP3 RBMX RDH12 RHBDF1 RNF181 RPS21 RPS6KB1 RUVBL1 SAMD8 SCNN1B SEC61A2 SEPHS2 SERBP1 SERPINC1 SERPINE1 SF3A2 SGCD SH2B1 SIRT2 SIX5 SLC22A5 SLC25A10 SLC6A8 SLC7A10 SMOC2 SMU1 SOX2 SPC25 SPIC SPICE1 SPTAN1 SQLE SRF SRM STK10 STMP1 STRN TAF1C TBCD TBX3 TBX5 TCF21 TCF3 TEAD2 TENM2 THAP11 TIMM17B TMEM120B TMEM128 TMEM143 TMEM51 TNFRSF17 TPM2 TPM3 TPRA1 TUBB2A TUSC2 TWF2 UBE2H UBE2Z UBXN2B USH2A VTI1B WASHC2A WDR5 ZNF274 ZNF808 ZNRF4 GSE17721_PAM3CSK4_VS_GADIQUIMOD_6H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_PAM3CSK4_VS_GADIQUIMOD_6H_BMDC_DN ABCG2 ACTRT2 ADAM23 ADAP2 AEBP2 AKT2 AMOTL2 AOPEP APAF1 APOBEC1 ARX ASF1A ASPA ATG12 ATG4D ATP11B ATP8A1 ATP9B BATF2 BCL9 BFAR BNIP2 BPHL BST1 C9orf85 CARD14 CCDC9 CCND2 CD83 CNIH4 COL6A3 COX15 COX20 CPE CPEB3 CPNE3 CSF1 CTRL CUTC CXCL11 CXCL9 DBNDD2 DCTN3 DENND4C DERL3 DNAJA2 DNM1 DPF1 DUSP2 EFR3A EHD4 ELF1 EMB EMC10 EXT1 FARP2 FBXW11 FEZ2 FGF5 FLNC FNDC3A FOXRED1 FRAT1 FUT8 G3BP2 GABRQ GAST GK GKN2 GLIPR2 GNA15 GNAQ GPR37L1 GPR65 GPSM2 GRID2 GUK1 HDAC1 HHEX HINFP HLA-E HMGN3 IFI27L2 IFT172 IGFBP5 IL12B INTS4 IRF7 KATNA1 KBTBD4 KCTD12 KDM6A KLF3 KRCC1 LCP2 LIPA LLGL1 LOXL4 LRR1 LRRK2 LUC7L3 MAGOHB MDFIC MEF2C MET MITD1 MOCS2 MPP1 MPP2 MTMR14 MVP NAT1 NDRG1 NDUFA9 NEUROG3 NKX6-1 NUB1 OSER1 PCBD1 PCSK7 PELI1 PEX26 PGAP4 PHF13 PLCL2 PLEKHF2 POLE4 PPP1R15B PRPF38A PSEN2 PSMD7 PTH PUDP RAB9A RABEPK RABGAP1L RAMP3 RASGRP1 RBBP8 REL RFX5 RGL1 RGS1 RGS10 RGS18 RMDN3 RNF214 RNF34 RRAGC SAV1 SCIN SDHA SEPTIN10 SFXN2 SGCB SH3BP2 SLAMF7 SLC25A25 SLC28A2 SLC4A8 SLCO3A1 SMAD1 SMC5 SMPDL3A SNAP23 SOWAHC SOX10 SP110 SPINT2 SSPOP ST3GAL1 STAG2 STXBP1 STXBP3 TAF1B TAMALIN TCF4 TENT2 TFG TFIP11 TLE6 TLR8 TMEM209 TMEM243 TNFSF10 TNIP2 TOB1 TOMM70 TRAF3IP2 TRIOBP TSPO TXLNB USB1 USP47 VPS50 VPS54 WDR43 WDR86 ZFP36 ZFPM1 GSE17721_PAM3CSK4_VS_GADIQUIMOD_6H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_PAM3CSK4_VS_GADIQUIMOD_6H_BMDC_UP ABL1 ADGRE5 ADIPOR2 ALG9 ANXA3 ARAP2 ARFGAP1 ARL6IP4 ATF4 B4GALT1 BATF BRIX1 CAMSAP1 CCDC12 CCDC120 CD99L2 CDC6 CDPF1 CDR2 CEBPZ CEP41 CHRNA6 CLPP COA3 COL5A1 COLGALT1 CTSA CYP24A1 DBI DDX3Y DEGS1 DHCR7 DHX9 DLG1 DMRT1 DVL2 DYNLL2 E4F1 EID1 EIF4ENIF1 ELK4 ETFB EVI5 FABP4 FAM118A FAM76A FDFT1 FTL G3BP1 GALK2 GASK1B GATD3 GLMN GRPR H2AX HDGF HES6 HIBADH HMGCR HOXC13 HSPA8 HYCC1 IER2 IFT57 IMPDH2 ING1 INHA ITGAX IVNS1ABP JADE1 KDM5C KIFC3 LCP1 LPIN1 LRRC58 LRWD1 LSM3 LSS LTV1 MAFF MAP2K3 MARCHF6 MCOLN2 MED10 METTL3 MKI67 MRPL12 MRPL15 MRPL49 MRPL51 MRPS7 MTOR MYC NAPG NARF NCKIPSD NGEF NGLY1 NHERF1 NME6 NMNAT1 NOLC1 NOP2 NPM1 NTF3 NUDC NUMBL OCEL1 ORM1 ORMDL1 PAIP2 PARVG PDF PELO PFDN6 PHF5A PHKA2 PIGP PITPNM2 PLEKHA1 PLPBP POU1F1 PPCDC PPP1CC PPP2R3C PPP4R3B PREP PRKN PRLR PTBP3 PTCD2 PTER PTGER2 PTGER4 PWP1 RAB33A RANBP10 RBM14 RCAN3 RDH10 RIC8A RNF6 RPA1 RPA3 RPRD1A RPS25 SAC3D1 SASH3 SCN1B SGMS1 SHPRH SHROOM1 SIRT7 SLC1A4 SLC22A5 SLC23A2 SLC44A1 SLC66A2 SLIT2 SMC2 SNRNP48 SPIC SPTSSA SQLE SRP19 SRP54 SS18L2 SUSD2 TAOK1 TBL3 TIMM8A TMCO1 TMEM129 TMEM151B TOM1 TOR1A TOR4A TPRG1L TRAPPC10 TSPAN3 TTYH2 TUBB6 TUSC2 UBAP2L UBE2G2 UNC119 UNG UPF1 UQCC1 USP36 VCL VPS29 XPO7 YY1 ZCCHC17 ZFP36L2 ZFX ZNF451 ZNF598 ZNF639 GSE17721_PAM3CSK4_VS_GADIQUIMOD_8H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_PAM3CSK4_VS_GADIQUIMOD_8H_BMDC_DN ABCG1 AFF1 ALPK2 ANKIB1 AP3B1 AP3M2 APBB2 ARHGAP12 ARHGAP24 ARID4B ARL6IP1 ARMCX3 ASB11 ASPH ATP10A ATP11B BARX1 BCKDHB BIRC6 BRCA1 C5orf47 C6orf62 CA13 CA6 CAAP1 CASP1 CBX4 CCL4 CCR2 CCRL2 CD84 CDC73 CDKN2A CELA1 CHAC2 CHMP4B CHST15 CLASP2 CLN8 CLRN3 CMTR1 COX18 CUL4B CUTC CYLC1 DDIT3 DDIT4 DDX24 DGKA DNAJC14 DOK2 DPF2 DUSP2 DYNC1I2 EIF5B EMC8 ENPP4 ETAA1 ETFA ETNK1 FBH1 FIGNL1 FOSB FOXJ2 FYB1 GATAD2A GBGT1 GBP4 GCNT2 GRN IDNK IFT172 IGKC IL15RA IL2RA IL7R ITGB1 KCNJ5 KCTD10 KMT2A LAPTM4A LRRC4 LYN MAN2A1 MAP3K8 MAPK6 MBD4 MCL1 MDM2 MRPL13 MSL1 MTARC2 MYBPC3 NAA20 NCOA6 NECAP1 NFATC1 NFKBIL1 NFKBIZ NLGN2 NMT2 NR1I3 NRBP1 NRDE2 NUB1 OTUD5 P4HA2 PARP12 PARP3 PCDH15 PCDHA12 PDCL PGLYRP1 PI4K2B PIAS1 PIK3R1 PLEKHN1 PLPP3 POLR3C PRDM4 PRNP PRPF38A PRPF38B PSAT1 PSME2 PSME4 RAB33B RAB9A RAD21 RANBP9 RASA2 RBL1 RBM43 RC3H2 RFFL RGS14 RGS2 RIPK1 RMDN3 RND3 RNF115 RNF135 RNGTT RNPEP RPE RSBN1 RUFY3 SCIN SCT SDCBP SEC14L1 SERINC1 SERPINF1 SERTAD3 SFXN2 SLC43A3 SLC6A4 SLC9A1 SLFN13 SMAGP SPATS2 SPOP SPRYD7 STARD3 STAT3 STX4 SYT4 TAX1BP1 TBC1D1 TBC1D13 TCAF2 TLE4 TLK2 TLR8 TMCC3 TMEM131 TMEM168 TMEM183A TMEM184B TMEM209 TMTC4 TNFRSF1A TNKS2 TOB2 TOX4 TRAPPC14 TRIL TRIM26 TUBGCP3 UBE2D1 UBE2D2 UBE2R2 UPP1 USB1 XPO6 XRN1 ZCCHC3 ZCCHC8 ZFP36 ZNF362 GSE17721_PAM3CSK4_VS_GADIQUIMOD_8H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_PAM3CSK4_VS_GADIQUIMOD_8H_BMDC_UP ACOT7 AHCYL1 AIFM1 AK1 AKIP1 ALAD ALDH9A1 ANTKMT ANXA2 APRT AQP4 ARPC1A ARPP19 ASCL2 ATP13A2 ATP5F1C ATP5MC1 ATP5MC2 BBLN BDH1 C12orf4 C1GALT1 C8orf76 CALU CAMK1D CAMKV CCDC65 CCT2 CD1D CD80 CDH23 CDHR1 CDK2AP1 CEP95 CHORDC1 CLCN4 CLMP CLPP CNIH1 COA6 COMTD1 COPS5 COX19 CPSF3 CRISP2 CTC1 DHRS7 DNAJC2 DNAJC5 DOCK1 DPEP3 EBI3 EEF1AKMT1 EHBP1 EID1 EIF2B5 EIF3A EMC7 EMILIN1 EPRS1 ETFRF1 EVI5 EXOSC10 FADS1 FAM89B FASN FASTKD2 FBP1 FBXO31 FBXO33 FUCA2 GGH GLRX3 GNB2 GOT2 GPAM GPR155 GSS GTF2F2 GTPBP4 GYS1 HACD2 HERC1 HERPUD1 HES1 HOXB6 HVCN1 IDH3G IFRD2 IMPDH2 INTS6L IQSEC1 ITGB1BP1 KCNAB2 KLF7 KLHL36 KRT13 LAMTOR3 LMAN1 LPGAT1 MCM7 MCOLN2 METTL3 MIEN1 MRPL41 MRPL52 MRPS11 MRRF MTREX MYADM NBEAL2 NDST4 NDUFA5 NDUFB10 NEAT1 NFE2L3 NOCT NOL12 NR4A1 NRG4 NUDC NUFIP1 NUP188 NXT1 ODR4 OLA1 PAFAH2 PAICS PAQR7 PCLO PDCD2 PDIA6 PDXDC1 PHKA2 PHYKPL PLD3 PLEC POLR2G PSEN1 PSMA7 PSMD6 PSME3 PTTG1IP PWP1 PWP2 PYCR2 RAB33A RAD17 RBBP7 RETREG1 RGS19 RPF2 RPL13A RPL14 RPP14 RPS11 RPS6KA4 RTL8C RWDD3 SACS SARAF SASH3 SEC24D SLC10A6 SLC11A1 SLC20A1 SLC25A13 SLC35A2 SLC66A2 SMC3 SMYD2 SPAG5 SPSB3 SRSF6 SRXN1 SS18 ST6GAL1 STARD4 TAF9 TARS2 TFEC TIMM8A TKT TMEM184C TMEM268 TMEM35A TNFRSF19 TPRA1 TRMT1 TXNRD2 UBALD1 UBAP2 UBE2G2 UBXN4 UPF1 UQCRFS1 XPO5 ZDHHC16 ZNF706 GSE17721_POLYIC_VS_CPG_0.5H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_POLYIC_VS_CPG_0.5H_BMDC_DN ACAT1 ACP5 ACSL6 AHCTF1 ALDH3B1 ANKRD46 ANP32E AP2S1 ASAH1 ATP6V1C1 AVL9 AVPR1B B3GALNT2 BCL2L13 BICD2 BPNT1 BRMS1 C1GALT1C1 C2CD2L C6orf120 CABP4 CACNA1A CARD19 CASC3 CCL2 CCNG2 CCNH CCPG1 CD300C CDC16 CDC25C CDC45 CEP20 CERS2 CFH CHM CNNM2 CNTN6 CRIPT CROT CUL3 CXCL14 CYB5R1 CYB5R4 DCK DGKE DHRS3 DRAM2 DTYMK EBAG9 EFNB1 ELAC1 ELP3 EPHB4 ERBIN ESF1 FADS3 FAM20B FAM8A1 FASTKD5 FLI1 GABRR2 GBP6 GCNT1 GMPPA GREM1 GRK5 GTPBP3 HLA-E HMBS HMGXB4 HOXB1 HPF1 HS2ST1 HSD17B4 ICAM5 INTS8 KCNA2 KCNJ12 KICS2 KIF18A KLF4 LAP3 LCOR LYPLA1 LYRM1 LYSMD3 LYST MCFD2 MDM1 MED4 MGLL MITD1 MOB4 MPC1 MRPL4 MRPS26 MTCH2 MTHFS MTMR6 MTSS1 MYOZ3 NABP1 NCBP3 NDUFB4 NDUFS3 NFATC3 NIT2 NPY1R NRBF2 NUSAP1 OCEL1 ORC4 ORMDL3 OSBPL11 P2RY12 PALS1 PCCB PCMT1 PENK PER1 PEX7 PGAM1 PGRMC1 PIP5K1B PLA2G4A PNO1 POLE3 POLR2B PORCN PRKCI PRSS22 PSME3 RAB1A RAB23 RBM7 RCAN1 RDH11 RDH5 RIF1 RNF128 RNF166 RNPC3 RPAP3 RPL7L1 RPS25 RPS6KA3 RRP8 RS1 RWDD2B SCN4A SELENON SEPTIN2 SERINC1 SFT2D1 SFXN2 SHFL SLC35A1 SLC35C2 SLC37A3 SMC6 SNRPB2 SOS2 SPEG STAG2 STARD4 STX7 SUN1 SUOX SYNPR TBC1D1 TEX264 TGFBR1 TIMP4 TM9SF4 TMEM106B TMEM45B TNFSF11 TPD52 TPRKB TSPAN4 TTC1 TTC27 TUSC3 TWF1 TYROBP UBIAD1 UNC119 VARS1 VAV3 VPS26B VSIR VSX2 WDR75 ZFHX4 ZNF227 ZNF280D ZNF451 ZNF574 ZNF600 GSE17721_POLYIC_VS_CPG_0.5H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_POLYIC_VS_CPG_0.5H_BMDC_UP ABCB9 ACADS ACKR4 ACOT2 ACTR1A ADD1 ADGRE5 ALDH1A1 ALOX12B ANGEL2 ANKRD13C AP4M1 APOF ARNT2 ARPC1B ARSG ATXN7 BACE1 BASP1 BUB1 C10orf82 CAPN9 CBFA2T3 CCDC198 CD99L2 CDK12 CDK5RAP3 CDKAL1 CGA CHST15 CLCNKA CLIP1 CLP1 CMTM8 CNR1 COL11A2 COL3A1 COPS7B CR2 CREB3L4 CTSF CWF19L1 CYP3A43 CYS1 DAB2IP DDR2 DENND2D DENND5A DGKA DGKG DNAJB8 DOC2B DOK4 DUSP16 EBF1 EIF1AY EN2 EPB41L3 EPOP ERF EXTL1 FAM81A FBXL15 FBXW12 FIBIN FSHR FXYD7 FZD2 GDI1 GGCX GGT5 GINS1 GPA33 GPATCH4 GPR37 GPRC5B GZMK H1-4 HNRNPC HNRNPD HPD HPGDS HSD3B2 HSPB2 IGF2-AS IKBKB IKZF2 IL36RN INPP5K ITGA6 IZUMO1R JOSD2 KANK2 KCNMB2 KLC3 KLHL42 KRT79 KRTAP15-1 KRTAP3-1 KRTAP8-1 LIPT1 LOXL1 LYPLA2 MAML1 MAP1LC3A MAP3K14 MAP4K4 MDFI MEF2B MEIS1 MIB2 MLC1 MRM1 MRPL23 MYL1 MYO6 MYOC NCAPG NT5M NUP85 OLAH OR11H4 OR13J1 OR5D18 OSCAR PAWR PCDH20 PCDHB1 PGC PLA1A PLA2G5 PLVAP PMEL PPP2R5B PRKAB1 PRKG1 PROZ PRPH2 PRR13 PSD PTPN5 PWP2 QSOX1 RCAN2 RCOR3 RECQL4 RHBDL3 RHOBTB2 RIN1 RNF123 RNF126 RNF135 RNF151 RSPO2 SALL4 SATB1 SCML4 SDHAF2 SEC22B SERAC1 SGCD SH3BP1 SHISA2 SLC17A1 SLC17A6 SLC26A6 SLC45A2 SLC7A10 SNX29 SPP2 STAP2 STK19 SYN2 TBX18 TESMIN TEX43 TFAP2C THRA TMCO6 TMEM258 TMX2 TNIP1 TNPO2 TNS2 TOP1MT TPM2 TRIM69 TRMT1 TRPV6 UBQLN4 WDTC1 WNT2B XCR1 ZBTB48 ZFP30 ZNF146 ZNF239 ZNF426 ZNF598 GSE17721_POLYIC_VS_CPG_12H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_POLYIC_VS_CPG_12H_BMDC_DN ABCC1 ACAD9 ACLY ACO1 ACSS2 ACVR1B ADORA2B ADRA2A AKR1B1 ALPK2 ANGPTL2 ANP32B AOAH AP4S1 APPBP2 ARHGAP24 ARHGEF10L ARL1 ASH2L ATAD3A ATXN7L3 B3GALNT2 BOP1 BSG BYSL CA13 CCL13 CCL21 CCL24 CDC25A CDK4 CDKN2B CHID1 CLCC1 CLEC4A COL5A1 COX6A1 CRISP3 CTBP2 CTU1 CYB5A DARS1 DCAF13 DDB1 DDX10 DDX18 DENND6A DENR DNAJB6 DNAJC10 DPP3 DRG2 DUSP2 ECD ECE1 EIF2S3 EIF4E EIF4G2 EIF5A ELK3 ELOC FAM118A FAM133B FAM169A FARSA FASN FBXO15 FCGR2A FDFT1 FDPS FGF21 FN1 FTH1 GDF15 GHDC GLMN GNL3 GPATCH4 GRK2 GSS GTF2E2 GTF3A HADHB HCK HINT1 HJURP HNRNPDL HOXA13 HSD3B7 HSPA4 ID1 IFI44L IKBKB INSM1 IPO7 ITSN1 IVD JMJD6 KCMF1 KIFC3 KRT2 LAMA4 LAMTOR1 LMO4 LRRC58 LRRC59 LTV1 LYRM2 MANF MC2R MCM3 MED8 MEFV MFSD14A MPHOSPH8 MRPL12 MRPL41 MRPS28 MRPS7 MTAP MTDH MTF2 MYO5A NCBP2 NCKAP1L NDUFB4 NFATC3 NIBAN2 NOC2L NRSN1 OTUD6B PABIR1 PBDC1 PDCD5 PDE8A PDLIM7 PEA15 PEX12 PLAT PMP22 POLE3 POLR3D PPIC PRKCB PRMT3 PSMG1 PSTPIP2 PUM3 RAB10 RAD51 RAP1GDS1 REXO2 RHOA RNASEK RNF11 RNF128 RNF26 RPA2 RRN3 SALL1 SCN10A SELENOS SFXN3 SLC12A3 SLC25A10 SLC31A1 SLC40A1 SLC47A1 SLC52A2 SLC6A8 SLC7A2 SLC7A7 SMIM30 SPRY1 SPRYD7 SRM SRSF1 SRSF10 SRSF6 SSRP1 STT3A STUB1 SYCN TESK1 TMA7 TOMM6 TPP2 TRAF3IP2 TRPM5 TUBGCP5 UBE2W UFM1 UQCRFS1 USP39 WIPI1 XYLT2 ZC3H8 ZNF276 ZNF48 ZNF639 GSE17721_POLYIC_VS_CPG_12H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_POLYIC_VS_CPG_12H_BMDC_UP ACTRT1 ALDH1B1 ANGPT1 AP3B1 APOOL ARF4 ARF5 ASB11 ASF1A ATP11B ATP13A2 ATP5IF1 BCAR3 BCAS3 BCL2L14 BFAR BRI3 CA4 CAAP1 CAMLG CARMIL1 CASP4 CCDC136 CCDC92 CCNL2 CD300A CD300LF CDC37 CERT1 CH25H CHCHD7 CLIP1 CLK3 CSRP1 CYS1 DAP DCUN1D1 DGLUCY DIO2 DNASE1L3 DPEP3 ECE2 EGR1 ELF1 EMC8 ENKD1 ERGIC3 FABP5 FAM110C FBXO21 FBXO4 FEZ2 FGB FLT1 GCA GJC2 GLIPR2 GLTP GMPPB GPNMB GUK1 H2AC25 H2AZ1 HBEGF HBP1 HELZ2 HES6 HSPA4L IL12RB2 ING2 IRF1 ITGB7 KAT2B KDM3B KDR KLF6 KLHL9 KLRK1 LAPTM5 LASP1 LAT2 LTC4S MAF1 MAFB MAPK9 MED11 MGST2 MICU1 MINK1 MLF2 MOCOS MS4A1 MTHFR MUL1 MX1 MX2 MYD88 NAAA NAPSA NAT1 NCOA1 NCOA3 NFIL3 NKX3-2 NRDE2 NRTN NSUN4 NTS NUDT13 PACC1 PAG1 PAXBP1 PCOLCE2 PCP4 PCYT1A PDE6D PGLYRP1 PIK3CD PLGRKT PLPP2 PLSCR3 PRDM9 PRMT2 PRXL2A PTEN PTTG1 PURG PXMP2 RAB22A RAD21 RASA3 RBCK1 RBM25 RBM7 RFX5 RHOC RNH1 RPS21 S100A11 SAT1 SCT SEPTIN10 SFT2D1 SGIP1 SH3TC1 SHFL SIM1 SIX1 SLC12A9 SLC25A3 SLC35A5 SLC44A1 SNTB2 SNX2 SORL1 SOX11 SPINT2 SPSB4 SPTLC2 ST14 STAG2 STARD3 STAT4 STX3 SULT1A1 TAF1B TAF6L TANGO2 TASOR2 TBC1D13 TEX9 THNSL1 TLE2 TLR3 TMEM176B TMEM184B TMEM37 TMEM51 TMOD3 TNFRSF1A TNFSF10 TOB1 TOR2A TPRA1 TRIOBP TSC22D3 TSPAN2 TTYH2 TXNDC16 UBE2B UROD VEGFA VGLL4 VIM WASHC4 ZBTB11-AS1 ZNF444 ZNF704 ZNF740 ZYG11B GSE17721_POLYIC_VS_CPG_16H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_POLYIC_VS_CPG_16H_BMDC_DN AAAS ABCA7 ACACA ACOX1 ACSL5 ACTN4 AMPD2 ANAPC16 ANGPTL6 AP2A2 APEX1 ARFGAP3 ASNSD1 ATP6V0A1 ATXN10 AZIN1 B4GALT7 BAIAP3 BICD1 BIRC5 BMP1 BPNT1 BUB1 CALN1 CAV2 CD2BP2 CDC25C CDH8 CDK2AP2 CDK4 CDKN2B CDPF1 CENPK CEP290 CERS2 CERS5 CFTR CLK2 CLPP CNN1 COPE COQ7 COX20 CSDE1 CSNK2A1 CTBS CYB5A CYP11B2 DBT DCXR DENND10 DESI2 DHCR24 DHFR DLST DNAJB8 DUSP26 EEF1AKMT1 EIF1AX EIF2S3 EIF3E EIF3J EIF3L ELP2 ERBB4 EREG EXOSC10 FADS1 FAM220A FAM43A FAM8A1 FAR1 FCER1G FDFT1 FDPS FUOM GALNT6 GLO1 GOPC GPD2 GUSB HDAC6 HJURP HMGCS1 HSPA1L HSPH1 IGF2BP2 IL36G IMPDH2 KIF13A KRT17 LCMT1 LRPPRC MCUB MED21 MED22 MGA MGAT2 MIGA2 MLEC MMACHC MMP2 MMP7 MRPL35 MRPL42 MRPL45 NARF NCBP1 NF2 NIBAN2 NLGN1 NOL11 NOP10 NOP14 NPPC NR5A1 NUDCD1 NUF2 NUP93 NUS1 OLFML3 OPHN1 ORMDL2 OSTC PANK1 PGRMC1 PIKFYVE PLA2G5 PLPP1 POFUT2 POLRMT PPBP PPP2CB PPP3CB PPP5C PRADC1 PRDX3 PRMT3 PRPS1 PSMD7 PSME3 PTPRE PVT1 PYGL QSOX1 RABIF RAD9B RALGAPA1 RFK RPL12 RPL19 RTL8C SASH1 SCAMP1 SEL1L3 SEPTIN7 SERP1 SERPINB11 SEZ6L2 SH3BGRL3 SIGLEC7 SKIC8 SLC25A35 SLC25A48 SLC30A4 SLC48A1 SLC4A7 SNRPA SOD2 SPN STARD4 STMN1 SURF4 TEDC1 TFB2M TLR1 TMCO1 TMEM151B TMEM165 TPBG TRIAP1 TRIM27 TSR1 TUBA1B TXNDC12 UBAP2L UBE2A UBE2G1 UGGT2 VAMP7 VSTM2B WDR26 WDR45B WIPI1 WNT3 YAF2 ZC3H14 ZNF106 ZNF239 ZNF48 GSE17721_POLYIC_VS_CPG_16H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_POLYIC_VS_CPG_16H_BMDC_UP AAK1 ACADL ACTA1 ACVR2A ACYP2 ADAR ADD3 ADRA1A AFF1 AKT3 ALDH1B1 ANAPC4 APOBEC3B ARC ARHGAP10 ARMC10 ASB13 ASB3 ASCC1 ASPA ATAD1 ATM ATP10A ATP8A1 B3GNT8 B4GALT5 BASP1 BCL2L1 BCL2L14 BRD2 BRWD3 BTBD2 C19orf12 C8orf33 CA6 CASP3 CCDC6 CCDC71L CCDC86 CCNL1 CD164 CDKN1A CEP250 CIITA CLK3 COL12A1 CPXM2 CRIP3 CTCF CTNNA1 CTNS DENND4C DMTF1 DNASE2B DOP1B EBF3 ELF1 EPPK1 ESS2 EWSR1 EXOC6 F5 FABP3 FAM174B FBN2 FCGR3A FRYL FXYD5 GALC GALNT7 GJC2 GNPDA1 GPNMB GPSM2 GRINA GTPBP1 GTPBP6 HACL1 HNRNPM HOMER1 HS3ST1 HSD17B2 HSF2 IL7R INPP5D IRF2 JPH2 KATNA1 KCTD10 KLHL11 KRCC1 KRTAP19-5 LMO2 LRP4 LRRC41 LYL1 LYZL4 MBD3L1 MED28 MPP1 MSRB1 MTM1 MX2 N4BP3 NCOA1 NCOA6 NDST4 NFIL3 NINJ1 NRP2 NSG2 ORM1 PARP12 PDCD1 PDCD6 PDGFD PGF PHGDH PHIP PKDREJ PLAC8 PLIN2 POP7 PPARGC1B PPP1R14C PPP1R8 PRELP PRRX1 PSEN2 PSME2 PTK2B RAB27B RASA4 RBM3 RBM43 RECK RGL2 RHOC RIMOC1 RNF181 RSRP1 SBDS SELENOW SERPIND1 SERTAD1 SH3BP2 SHARPIN SIRT7 SLAMF8 SLC22A23 SLC30A7 SLC37A1 SLC3A2 SLC44A1 SMARCD2 SPEG STAB1 STAP2 STAT1 SURF1 SYNPR SYVN1 TAC3 TBC1D13 TCIRG1 TCTA TDRD7 TEX101 TMA16 TMEM140 TNFAIP3 TNFRSF1A TNNI3 TNRC18 TOB2 TOP3A TOR2A TP53I13 TRAF7 TRIM25 TRIM34 TRIM41 TRIP12 TXNIP UBE2L6 UNK USP15 WASHC3 WDR43 XK YTHDF1 ZBTB17 ZKSCAN3 ZMYM4 ZNF212 ZNF318 ZNF347 ZNF574 ZNF740 ZYX GSE17721_POLYIC_VS_CPG_1H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_POLYIC_VS_CPG_1H_BMDC_DN A2M ABCB10 ABCF3 ABRACL ACP3 ADH1C ADHFE1 ADORA2A ADSS2 AGR2 APAF1 APBB3 ARMCX2 ATP12A ATP5F1E BAALC BCL2L11 BCL2L2 BMERB1 CBX4 CCNL1 CD14 CD200 CD274 CD9 CDC42EP3 CDK2 CELA1 CHKA CHRNA7 CHURC1 CIDEB CLASP1 CLOCK CLRN3 CLYBL CNOT7 COCH COL11A1 CPEB2 CPNE1 CYP1A1 DCBLD2 DLST DRD4 DTNB DUSP8 EFNA3 EIF1 ELL2 EML3 EMSY EREG ERRFI1 ETF1 FBXW11 FGL1 FITM1 FKBPL FOS FOXJ3 FOXK1 FPR1 GABRR2 GADD45B GSTM5 GTF2B HADH HCAR2 HHAT HILPDA HK2 HPGD ICAM4 IDO2 IL12A IL15RA IL1RN IMMP2L INTS12 KBTBD4 KCNJ11 KCNMB2 KCTD10 KDM1A KDM4C KLC1 KLRG1 KPNA3 KRT84 KYNU LAMTOR3 LARGE1 LCP2 LIN9 LRRC4 MED21 MLLT10 MSH4 MTMR1 MTMR7 MUC1 MZF1 NAB2 NCK1 NCK2 NEAT1 NFKBIB NFKBIE NPDC1 NPL NR1H3 NRAP NTN3 PACSIN3 PELI1 PFKM PGRMC1 PGS1 PHLDB1 POLR2J PRDX5 PRKCI PRRT1 PSCA PTGER4 PUM2 RAB21 RABGAP1 RABGEF1 RASA2 RBM7 RCSD1 RFFL RGS2 RNF19A RNF19B RNF41 RREB1 RTN1 RYR1 SAA1 SAMSN1 SEC24D SERINC1 SERPINB1 SERPINB9 SF3B1 SFRP5 SFXN4 SKIL SLC15A2 SLC22A13 SLC38A2 SLC39A11 SLC41A1 SLC6A4 SLFN12L SLN SLURP1 SMAD7 SMARCD3 SNCB SOS2 SOX15 SOX2 SPARC SPIC SQSTM1 ST3GAL1 ST8SIA4 STAMBPL1 STXBP3 SUPT6H SYN3 TAF13 TBC1D1 TBK1 TFEC TFPI TGM2 TIPARP TLK2 TLR2 TMED4 TMEM143 TMEM38A TNIP1 TOP1 TSC22D1 TTYH2 TUSC3 UBC UBR2 WDR20 WDR6 YBX2 YJU2B ZDHHC20 ZFP36 GSE17721_POLYIC_VS_CPG_1H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_POLYIC_VS_CPG_1H_BMDC_UP ALDH1B1 ALG9 AP1G2 ARCN1 ATF2 ATG16L1 ATP13A1 BATF BCAS2 BIN3 BLOC1S6 BMS1 BRD4 C1orf43 C3orf38 C9orf64 CACNG3 CAD CALB1 CCND3 CD8B CDC5L CELSR3 CEP152 CETN2 CLASRP CNOT3 COA3 COA5 COPS4 COX18 CSDE1 CSNK2A1 CTNNBIP1 DAB2 DDX19B DDX50 DNAJC3 DUSP6 DUT DYNLL1 EDRF1 EIF2AK2 EIF4H EIF5 ELF2 ENAM ERAL1 ERCC8 ERMP1 ESR1 ETAA1 EXOSC8 F7 FAM120A FAM50A FAM53A FANCF FAU FBXO45 FKBP4 GADD45G GATAD2B GBP2 GFI1B GINS4 GLTP GPAM GREM2 HCFC1R1 IFNGR2 IGF2R IKZF2 IL12RB2 ING3 INO80E IREB2 KIF1A KPNA6 LARP1 LCAT LIPT2 LMNB1 MAD2L1BP MAK MATR3 MAU2 MCM3AP MED8 MEST METTL21A MFSD8 MMACHC MRPL9 MRPS31 MTA1 MYO18A MYO1F NAAA NDUFAF1 NEK9 NFKBIL1 NFX1 NFYB NIT1 NPY1R NUBP2 NUDT16 NUDT16L1 OCA2 ODR4 OGFOD2 OPN3 OR51B2 OSGIN1 PAPOLA PDCD2 PELP1 PES1 PEX2 PIGQ PIPOX PISD PITX3 POLR2M PPAN PPP1R12C PPP1R21 PREB PRKG2 PROKR1 PSMG2 RAB3D RAC1 RALY RASA1 RBM25 RBM26 RCC1L RLBP1 RNF151 RNF187 RPLP1 RPS16 RPS21 RPS6KA1 SAPCD1 SCAF8 SENP1 SEPTIN3 SEPTIN8 SFRP2 SFSWAP SLC15A5 SLC29A2 SLC35C1 SLC37A4 SMC4 SMCO4 SNAPC2 SNTB1 SOCS7 SP6 SRP9 SRRD SSBP1 SSR3 STK26 STX3 SUDS3 SWSAP1 SYS1 TAF6 TCOF1 TEX264 TLR9 TMEM101 TMEM54 TNFSF8 TNRC6A TOPBP1 TOPORS TRIT1 TRPS1 TRPV2 TSPAN8 USP36 VAPA VPS26A VPS9D1 WDR43 YAF2 ZBTB48 ZBTB7A ZFP82 ZMYM5 ZNF329 ZNF707 ZNF808 ZNF841 GSE17721_POLYIC_VS_CPG_24H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_POLYIC_VS_CPG_24H_BMDC_DN ABCE1 ABRACL ACLY ADAM9 AGRN AHCTF1 AHSA1 ALG14 ANKRD13C ANP32E ANTXR1 APBB2 APOC3 ARCN1 ARHGAP21 ARHGAP23 ATXN7L1 AZIN1 B3GALNT2 B3GALT2 B4GALT1 BCCIP BCR C12orf4 C21orf91 C2orf76 CA13 CASQ2 CAV1 CCDC71L CCL13 CCT3 CD40 CD44 CD48 CDC16 CDC45 CFLAR CHCHD4 CHEK2 CHPF CHRNA6 CHST4 CKAP4 COL5A1 COQ7 COX5A COX8A CTC1 CYP51A1 DBT DIPK2A EEF1AKMT1 EIF1AX EIF3E EIF3L ENPP2 ERG28 ERO1A FABP7 FAM98A FCER1G FHIP1B FIGNL1 FKBPL FLNB FOXK2 GAL GATB GCG GCLM GJA1 GPD2 GPN1 GSR GTF2E2 HAS3 HERC2 HNRNPK HPGD HSD17B4 IMPA2 IMPACT INTS1 JAK2 KIF13A LACTB LARP6 LDAF1 LIMS4 LYN MAD2L1 MAML1 MANF MAPKAPK2 MAPRE1 MECP2 MEPCE MFSD14A MGA MKI67 MLEC MLH3 MMP2 MMUT MRPL3 MRPL32 MRPL41 MRPL52 MYBL2 NDC1 NDRG1 NDUFAB1 NDUFB6 NEU2 NOMO1 NPPC NTN3 NUCB1 NUP160 NUS1 NUTF2 NXN OAZ2 OR4E2 OSTC OXSR1 PANX1 PAX1 PCNX1 PENK PGAM1 PGC PGRMC1 PIK3CG PITRM1 PIWIL2 POGLUT2 PPP2CB PRKCH PSME3 PTCD3 PTPN14 RAC2 RALGAPA1 RAP1GDS1 RBM28 RNF146 RNF19A RNMT RPA2 RRM2B RRN3 RTCB RXRA SIGLEC7 SLC25A33 SLC30A4 SLC35C1 SLC39A14 SLC48A1 SLC4A7 SLC6A13 SNIP1 SNTA1 SPIC SRF STK3 TAF13 TAGLN2 TARS1 TBXT TM9SF3 TMED4 TMEM147 TNFRSF21 TTC7B TTI2 UBE2G2 UBE2T UBR1 UCHL1 UEVLD ULK2 UTP4 VAMP4 VASP VMP1 VPS26A VPS28 WNT3 WWC1 XPOT XRCC4 YAF2 YBX3 ZBTB44 ZBTB8OS ZC3H14 ZNF598 GSE17721_POLYIC_VS_CPG_24H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_POLYIC_VS_CPG_24H_BMDC_UP ACADL ACOT8 ACTB ADA ADD3 AFF1 AIDA AMACR ANGEL2 ANKRD22 ANKRD44 ARMCX5 ARRDC1 ATG9B ATP10A AUH BCL9 CACNG2 CAMKK2 CBX6 CCDC6 CDKN1A CDX4 CEACAM21 CHMP4B CHRD CIITA CLASP2 CLEC5A CLIC4 CNOT6L CNPPD1 COL4A4 COL5A2 COX4I1 CRKL CSNK1G2 CSPP1 CTCF DAPP1 DBNDD2 DGUOK DKK2 DNAJC12 DNMT3A DPCD EFNB2 EFNB3 EIF4E3 ELANE EPSTI1 ERF EXOC6 FABP3 FGF19 GBX2 GFRA3 GGH GJB5 GOT1 GPS2 GSAP GTF2H2 GUK1 HEBP1 HSDL2 HTR3B IL15RA IQSEC1 IRF2 ISY1 KLRK1 LMX1A LRRK1 LYL1 MAP3K14 MARCKS MATN2 MERTK MFAP1 MICAL1 MLXIP MMP11 MOB1B MOCS2 MOV10 MPP1 MRPS21 MSLN MYL12B NAGLU NDST1 NDUFB11 NEDD4L NFIL3 NFIX NGRN NKIRAS2 NRDE2 NRG3 NSG2 NTF3 OGFOD3 OXCT1 P2RY14 PABPC1 PARP2 PDCD1 PDCD6 PDLIM4 PDPK1 PEX13 PEX14 PHF5A PIP5KL1 PLAAT3 PLD3 PLEKHB2 PLGRKT PPARGC1B PRDM9 PRPSAP1 PRR14 PSMB6 PTGDR2 PTN PTPRN2 PYROXD1 RASA2 RASGRP4 RBKS RBM42 RBM43 RELL1 RHOC RHOV RNASET2 RNF181 RNF44 RNPEP RPL13A RREB1 S100A10 S100A9 SAMD11 SAV1 SCAND1 SCN3A SECISBP2 SERHL2 SESN3 SHARPIN SIRT7 SLAMF8 SLC22A23 SLC25A22 SLC4A8 SLFN12 SNN SPTLC2 ST14 ST6GALNAC1 SUB1 SULT1B1 SYS1 SYTL4 TAF7 TAT TAX1BP3 TECPR1 THEMIS2 THRAP3 TIMM10B TLE2 TMEM131 TMEM219 TNFRSF11A TNFRSF1A TRAF2 TRIM15 TTLL3 UBD UBE2D1 UBE2L6 UBE2V1 USF2 VAMP8 VDAC2 VPS18 VPS26C WNT10B ZC3H18 ZFP36L1 ZKSCAN3 ZNF524 ZNF593 ZNF768 ZNF790 GSE17721_POLYIC_VS_CPG_2H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_POLYIC_VS_CPG_2H_BMDC_DN ABCB8 ABHD14A ADHFE1 ADM ADSS2 AGBL5 AKR1E2 ALPG ALPK2 ALPK3 AMIGO1 AMN ANKZF1 APLP1 ARHGAP21 ATP10A ATP2B2 ATP5PF ATP6V0E2 B3GALT2 B3GAT1 BATF BCL2L11 BRI3 C4B C5orf47 CALCRL CAMKK2 CAPN3 CCL13 CCL7 CD200 CD68 CD82 CD83 CDC73 CDKN1B CKB CNOT7 COL15A1 COL6A1 COL6A2 CPB1 CRY1 CST7 CYP4A11 CYTH2 DAPP1 DCBLD2 DGLUCY DNAJB4 DUSP2 EIF1AY EPS8L1 FABP4 FAM133B FAM166A FBXL3 FBXO15 FGB FKBP11 FPR1 GADD45A GDF15 GFI1 GMEB1 GNAQ GPR137B GSTM5 HAGH HCN2 HDLBP HERPUD1 HILPDA HLA-DRB1 HNF4A HNRNPLL HSD17B11 HSD17B12 HSP90AA1 HSPH1 IER5 IGSF6 IGSF9 IKBKE IL12A IL1RAP IL36G JAG1 KCTD10 KIF21A KRT85 LAD1 LY75 MACROD2 MAPK6 MAPK8 MARCKS MC5R MDFIC MDM2 MEF2A MRPS6 MT2A MTF1 MUS81 NCAPH NCK1 NCK2 NCR1 NDEL1 NECTIN2 NFE2L2 NFKBIB NLRP3 NR3C1 NUDT9 NUP62 OTP P2RY14 PALS1 PAX5 PDE6G PGS1 PHF13 PHLDA1 PI4K2B PLA2G2E PLCL2 PLPPR2 POLR1E PPP2R2A PRICKLE1 PTGES RAB27A RAB8B RAD51 RBM4B RCL1 RGL1 RIBC2 RIPPLY3 RND3 S1PR3 SDC1 SEC63 SELENOK SELENOT SERPINE1 SFSWAP SH3BP4 SIAH2 SIMC1 SLC22A5 SLC25A17 SLC25A25 SLC7A11 SMOX SMPD4 SOWAHC SPARCL1 SPATA13 SPRED1 SPRY1 SPRYD7 SPTBN4 SRFBP1 SRY SSBP4 ST3GAL1 ST3GAL5 STIP1 SUCO TASOR2 TBK1 TCF15 TCP11 TFEC TGM2 TLR1 TLR2 TLR6 TMEM115 TMEM243 TNFRSF11B TPTE TTC36 TUBB2A TYMS UBE2O UBL7 UFM1 USP12 USP53 VCAM1 WDR36 WLS WNK1 XPNPEP1 ZBTB37 GSE17721_POLYIC_VS_CPG_2H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_POLYIC_VS_CPG_2H_BMDC_UP ABL1 ACOT8 ADAM23 ADCY9 AMACR ANAPC4 ANKRD13A ARHGAP12 ARRB1 ASCC2 ATAD2B ATP13A1 ATP13A2 ATP5MC2 BAG1 BAZ1B BCL7B BFAR BIN3 BLTP3B BORCS5 BRWD1 BTBD1 C15orf40 C16orf87 C22orf39 C7orf25 CAPN2 CAPRIN2 CAPZA1 CASP8 CBR4 CCDC25 CCNJ CDC37L1 CERK CERT1 CLK2 CMPK2 CNR2 COMMD9 CORO1C CPTP CRYBA4 CXCR4 CYTH1 DBR1 DDHD2 DFFB DHX57 DOC2A DRAM1 DTL E4F1 EBAG9 ECPAS ETFBKMT ETFRF1 ETNK1 EXOSC1 EXTL3 FAM118B FBXW7 FGGY FNBP1 FNBP4 FOXD3 FZD3 FZD7 G6PC2 GDI1 GLTP GNB1L GOT1 GTPBP2 H2AZ1 HARS2 HLX IRF7 ITPA IVNS1ABP KCNK13 KCNN4 KDM3A KDM3B KDM5A KLHL21 KLHL42 LUZP1 M6PR MAF1 MAFB MAPK14 MAPK9 MAU2 MCM7 MED11 MED4 METTL22 MFAP1 MGAT1 MIA3 MINPP1 MLYCD MMACHC MRPS14 MRPS2 MTARC2 MTX1 MYC MYO5A NAT1 NDRG4 NDUFAF4 NFIL3 NOL7 NR2C2AP NSMAF NUDT13 NUDT3 NUP133 OARD1 ORMDL1 OXA1L PA2G4 PACS2 PAPOLG PATZ1 PAXBP1 PCNX3 PCYT1A PHAX PHC1 PIBF1 PJA2 PLD1 PNPO POC5 POLR3F PREB PRPS1 PRRG2 PURA RALBP1 RBM18 RECK RHO RPP14 RPS6 RRP36 RTP4 SAMD10 SCAF4 SDHD SEC11C SELENOS SEPHS2 SH3BP5L SIRT7 SLAIN2 SLAMF9 SLC12A7 SLC4A1AP SMC2 SMC6 SNRPB SOX4 SP4 SPG11 SPINT1 SPO11 SRP19 STAMBPL1 STX17 SUGP1 SYS1 TBPL1 TCTE1 TDP2 TIPARP TIPIN TMC6 TMEM131L TOPBP1 TRIM39 TRIM59 TRIM8 TUBGCP5 UBAC1 UBE2G2 UBP1 UQCRC2 USP33 VTI1B WFS1 WIPF1 XBP1 YIPF5 ZFAND2A ZNFX1 GSE17721_POLYIC_VS_CPG_4H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_POLYIC_VS_CPG_4H_BMDC_DN ABCD3 ABCG2 ABHD16A ACSL5 ACTR1B ADAM17 AKT3 ALYREF AOAH APPBP2 ARHGAP31 ARMCX3 ATOSB ATP2A3 ATP2C1 AZIN1 BLOC1S4 BRAF BUD31 C18orf32 C21orf91 C2orf76 CA13 CAPN10 CAPN8 CBLL1 CCNB1IP1 CCNB3 CCR8 CCT6A CD200 CD247 CD72 CD9 CDC25A CDH6 CDK11B CDO1 CHID1 CKB CLCN5 COG2 CPEB4 CSF1 CSTB CTSK CTTN DDX54 DHPS DHX40 DHX8 DIMT1 DNAJA2 DSCAML1 EEF1E1 EIF3J ELF5 ELOVL1 ETAA1 FAM20C FAM76A FEM1A FIS1 FMR1 FOXF1 FOXJ1 FSCN1 GABRB1 GAS7 GCM2 GMFG GPR153 GPR84 GUCA1A HADHA HBS1L HCK HEATR6 HERC2 HINFP HOXA5 HSPA1B ICOS ID3 IER5 IL17RA IL36A IL4I1 IPO5 IRX3 ITGB1 IYD JPH2 KCNQ1 KCTD4 KRTAP4-12 KYAT3 LCN2 LCP2 LIN7C LMBRD1 LRRC59 LRRK2 LY75 LYAR MAN2A1 MANF MAP4K5 MAPK8 MDM2 MEIS1 MOGAT1 MRPL50 MRPS6 MT1E MYH6 NCK2 NLRP3 NOC3L NRAP NSMF NUP160 NUS1 OTUB1 OVOL2 P2RY14 PANK3 PBX3 PDF PEA15 PHYKPL PIGM PILRA PITX3 PKP4 POLM POLR3D PPP1R42 PPT2 PRELID3A PSMD7 PSME3 PTGES RAB10 RAB11B RALB RCN2 RDH10 RFFL RHBDF1 RILPL2 RNF145 RPS27L RRN3 RRP15 SARNP SCX SDC4 SEL1L SELENOS SEMA4A SIGLEC7 SIRT4 SIX1 SLA SLC25A25 SLC25A42 SLC34A2 SLC6A20 SMAD2 SRSF1 SRSF7 SSBP3 STARD4 STX4 TACR3 TIMM23 TLR7 TM9SF4 TMED7 TMEM120B TMEM128 TMEM243 TMEM9B TNFAIP3 TRIB1 TRMT1L TSR1 UBE2A UBE2E2 UBE2G1 UBE2I UBXN8 USP24 USP47 VCAN VTA1 WASHC2A WDR48 ZNF334 GSE17721_POLYIC_VS_CPG_4H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_POLYIC_VS_CPG_4H_BMDC_UP ABCG1 ACADS AIF1 AKR1E2 ANAPC16 ANAPC4 ANKIB1 APAF1 ARHGAP5 ASNS ATG5 ATP6V1D B9D2 BARD1 BCL2L14 BID BIRC2 BLTP3A C11orf68 CALHM2 CAMK1D CBR1 CCND3 CCR1 CCR7 CD8A CDT1 CEBPA CEP57L1 CEP68 CHCHD7 CHMP1A COLGALT1 COMMD9 COMT CPSF3 CSNK1D CTNNB1 DAPP1 DBNL DBR1 DENND4C DHX57 DNAJC10 DNAJC12 DOLPP1 DPYSL5 DTX3 DUSP6 EEF1G EPS8L2 ERMP1 ETV3 EXOC7 FAM120A FAM98C FANCL FAU FGF13 FIG4 FNBP1 FRYL FUCA1 FZR1 GAB1 GATA3 GCLC H2AC25 HASPIN HELB HES6 HFE HLTF HMGB1 HORMAD1 HTATIP2 IARS1 IGDCC3 IL7 ING2 IRF1 KEAP1 KIF1B KIF2A KLF2 KLRK1 LEFTY1 LIG1 ME2 MEF2D METTL22 METTL25B MIA2 MIDN MINK1 MINPP1 MISP MRPL2 MRPL39 MRPL58 MXI1 MYCL NAGA NCBP2AS2 NCF2 NDUFC2 NEMF NICN1 NIPSNAP1 NPEPL1 ODR4 OLFM1 OLIG2 ORAI1 PAICS PARP1 PARP2 PCDH8 PDXK PELI2 PELO PEX11B PGAP6 PIPOX PJA2 PLAC8 PLPP7 PLXDC2 PNPLA8 POLR2E PPDPF PRR15 PSIP1 PSRC1 PTGER3 RAB9A RACK1 RALBP1 RAP1GAP RB1 RBM25 RCHY1 RELL1 RMC1 RNF187 RPA1 RPL28 RPL37A RPL38 RPP21 RPS11 RPS21 RPS6 RPSA RTCB S100A11 SECTM1 SELENOW SERF2 SERINC3 SESN2 SGK1 SH3BGRL3 SLC46A3 SMARCD2 SMC3 SMC6 SMIM3 SNAP47 SNHG8 SORL1 SP110 SRPK2 STAB1 STMN1 TEX261 TJP2 TLR3 TMEM14C TMLHE TOMM70 TPGS1 TPRG1L TRAPPC14 TSNAX TSPAN13 TSPAN14 TUBA1B ULK2 VOPP1 VPS26B WBP1 WIF1 WNT11 XPOT XYLB YTHDF1 ZBTB25 ZDHHC3 ZNF823 GSE17721_POLYIC_VS_CPG_6H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_POLYIC_VS_CPG_6H_BMDC_DN AATF ABCC1 ABCG2 ABHD17C ACAD9 ADAM17 ADRA2A ALDH1A1 AMMECR1L ANAPC7 AOAH ARFRP1 ARHGAP1 ARHGEF12 ATP13A3 BRAF BTG2 C11orf58 C5orf47 CAP1 CAPN2 CATSPERZ CCDC92 CCL13 CCN3 CD302 CHST11 CKAP5 CKS2 CLEC4D CLMP CMTR1 COPS5 COX19 CRTC2 CSTB CYFIP2 CYP3A4 DDX54 DEXI DHRS1 DIO1 DNAJB6 EEF2K EIF4E EIF5 ELOVL1 ELP5 EMC7 EREG ERLEC1 ERO1A ETS2 F10 FAH FGF2 FGFR3 FOXD2 GABARAPL2 GADD45B GAS7 GATAD1 GFER GFI1B GFRA2 GPC1 GPD2 GPR37L1 GRK2 HERC2 HGS HJURP HMGA2 HMGCS1 HS1BP3 HSPA5 HYPK IFT22 INSM1 IPO4 KLF5 KRT2 LCP1 LGR6 LIMD1 LYAR MAGOHB MAPRE2 MARCKSL1 MAT2A MFSD14A MFSD14B MLF2 MOAP1 MRPL23 MRPS7 MSANTD4 MYH1 MYL11 MYL6 MYLIP NFKB2 NLRP3 NMD3 NME6 NNT NOS1 NRF1 NUP160 OLR1 PABPC4 PCBP4 PER3 PGRMC2 PGS1 PHLDA1 PICALM PLPPR2 POU4F3 PPIC PPIF PPP1CB PPTC7 PRKD1 PRKRIP1 PSMB2 PSMC5 PSMD7 PTGER4 PTGES2 PTPN11 PURB RAB34 RABIF RALB RAP2A RBM38 RCC1L RHBDL3 RHOB RILPL2 RIOK2 RNF141 RNPC3 RPL22L1 RRAS2 RRP1 RRP36 RWDD1 SAR1A SDHC SEC61G SELE SEPTIN11 SF3B3 SLAIN2 SLC35A4 SLC4A2 SLFN12L SMAP1 SMIM30 SPP2 SPRTN SQLE SRCIN1 SRGN STK17B STRN4 STX4 SUCO TARBP2 TBX19 TEAD4 TFPI THBS1 THOC1 TLL2 TLR6 TMA7 TMBIM1 TMED5 TMED7 TMEM120B TMEM158 TMX1 TOP1 TP53RK TRAF3IP2 TRAPPC5 UBL5 USP9X UTP18 UTP4 VCAN VCP WDR43 XYLT2 ZNF106 ZNF296 ZNHIT1 GSE17721_POLYIC_VS_CPG_6H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_POLYIC_VS_CPG_6H_BMDC_UP AAK1 ACADM ACIN1 ACVR1 AFTPH AHCYL2 ANKIB1 ANKRD44 ARGLU1 ARHGEF7 ASB7 ASF1A ATP8A1 ATP9A ATXN7 AVL9 BBS9 BCL2L14 BCL9 BIRC2 BLTP3B BMPR1A BRDT BRINP1 BRWD3 CAMK2G CASP8 CBX2 CD2AP CDA CDKN1B CEP350 CHIC2 CHST15 CLIP1 CNTROB COMT CORO1C COX7A2L CSNK1D CTDSP2 CTSC CUL4B CWC22 DAPP1 DNAJC12 DNAJC8 DNMT3A ECE2 ECHDC1 EI24 EN1 EPB41 FAM53C FANCA FCGR1A FGR FLI1 FRRS1 FRYL FUNDC1 GMNN GNA13 GPSM2 GRN HAUS4 HERPUD2 HES6 HEXB HMBS HOMER1 HR HSDL2 HTR3A IL10RA INA INPP1 INSIG2 IRAK4 ITCH JRK KDF1 KDM5B KIF1B LAMTOR1 LEF1 LHX2 LMNA LRRC40 LRRC61 MAFK MAGI3 MAP2K3 MATK MCM6 MCM7 MED11 MEF2C METTL8 MIA2 MIA3 MKNK1 MOCOS MORC3 MR1 MRC1 MRPL39 MTARC2 MTBP MTHFR MTMR4 MVP MYOF N4BP3 NACC1 NAGA NECTIN4 NFIL3 NRDE2 NUP42 NUP93 OAS2 OTULINL PALS2 PARP8 PAXBP1 PGLYRP1 PHKB PHLDB1 PIP5K1C PLCG2 PLEKHA2 PLEKHF2 PLPP2 PNRC1 POLB PSIP1 PSMG1 PTCH1 PTCH2 RAB12 RAB3IP RAP2C RASAL2 REEP5 RFC1 RGS14 RIN2 RNF128 RP2 RPL12 RPS16 RRAGC RREB1 SCAMP2 SDF2 SEC22A SEMA3F SERINC3 SESN3 SLC25A3 SLC52A3 SNAPIN SNX2 SP7 SPATA19 SPEN SPHK1 SPINT2 SPSB1 SRRD STK24 STOM STXBP1 SUCLA2 SUDS3 SUN2 SYNJ2BP TALDO1 TBCE TIMM8A TMEM268 TMEM37 TNRC6A TOB1 TREX1 TSPAN14 TSPAN8 U2SURP UCK2 UGDH ULK1 UQCRC2 USP15 VGLL4 WDFY1 XPO1 XRN1 ZC3H18 ZFP36L1 GSE17721_POLYIC_VS_CPG_8H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_POLYIC_VS_CPG_8H_BMDC_DN ABRACL ACOT7 ADA ADAM17 ADAM19 ADORA1 ALDH1A2 AP1AR AP2M1 ARL1 ARL8B ARPC1A ARPC4 ATG9B ATP2A2 ATP5F1B BPNT1 C16orf87 CAV1 CCDC117 CCDC71L CCL13 CCT4 CD40 CDC45 CEBPA CENPB CERS2 CHADL CHST14 CKS1B CKS2 CLEC4D CLNS1A CNGA2 CNTN4 COPS3 COX19 COX6B1 CPEB2 CRIPT CRTAP CTPS1 CYB5R3 DHRS7B DIABLO DNAJA3 DNAJC2 EIF4E EIF4H ELOC EMC4 ENTR1 ERAP1 ERGIC3 ETFRF1 FAM133B FAM162A FASTKD2 FBXO22 FBXO33 FLVCR2 FTL GABARAP GABPA GATM GFER GHITM GMPR2 GPAM GRAP2 GSTM3 GTF2H4 GTPBP4 HEATR1 HEATR6 HERC2 HERPUD1 HHIP HLA-C HNRNPDL HSP90B1 IARS1 ID3 IER5 IGF1 IGF2BP1 IMP3 INHBA ITGAL ITGB1 KCTD1 KDELR2 KIF16B KLHL26 KPNA1 KPNB1 LCP1 LIPT2 LSM10 LSM3 LUC7L MAOA MCFD2 MORF4L2 MRPL23 MRPL57 MRPS16 MRPS2 MRPS28 MYLIP NCBP2 NCF4 NCKAP1 NFATC4 NGLY1 NMT2 NOP56 NOSIP NSMF NUDT5 NUP50 OARD1 OAT OSBPL2 PABIR1 PBDC1 PDZD11 PDZK1IP1 PEX7 PIBF1 PITHD1 PIWIL1 PLGRKT POGLUT1 POLR1A POLR2B POLR3D POLR3K PPIF PREPL PRKAR1A PRR13 PSMC1 RAB18 RBM18 RBMX RCN1 RGS19 RHBDD1 RPL5 RRP15 SDHD SERPINE2 SLC28A2 SLC35A4 SMAP1 SMIM30 SNRPA1 SNRPD2 SOX18 SPCS1 SRM SRSF6 SSNA1 STAG1 STARD7 SUCO SUOX SYNCRIP TAGLN2 TESK1 TEX10 TLR8 TMED10 TP53BP1 TPP2 TPRKB TRMT112 TSHZ1 TSR2 TTC13 TTI1 TUBB2A UBE2A UBE2K UTP18 UTP20 VAMP2 WDR4 WLS ZDHHC12 ZFP64 ZMYM1 ZNF274 ZNF287 ZNF334 ZNF444 ZNF644 GSE17721_POLYIC_VS_CPG_8H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_POLYIC_VS_CPG_8H_BMDC_UP ABCG1 ABHD8 ACAA2 ACOT13 ACRBP ACRV1 ADAM23 ADISSP AIG1 AKAP12 ANXA11 APAF1 ARHGAP31 ARHGEF7 ASB11 ATP10A ATP13A2 ATP5IF1 AVL9 B3GNT8 B9D2 BABAM1 BATF2 BCL6 BCLAF1 BDH1 BOC BRCA1 BRD4 BUB1B C19orf53 C5AR1 CACUL1 CADPS CAMK1D CARMIL1 CASP9 CBR1 CCL4 CCNI CD274 CD300A CDC42SE1 CEPT1 CERT1 CFH CHD4 CHRNA5 CHST15 COMMD5 CPPED1 CRAT CRBN CTRL CYSLTR1 DBR1 DDX60 DGKA DGLUCY DIAPH1 DIO2 DMAP1 DNAJC15 DNAJC8 DNASE1L3 DOCK8 DTD1 DUSP11 EEPD1 EMC8 ENDOD1 ENDOG ENTPD1 EPHX1 ESPN EVI2B EWSR1 FBLN2 FUCA1 FYN FZD5 GBP6 GP1BA GRAMD2B GZMA HACD4 HDAC1 HLA-B HM13 INPP5D IQGAP1 ITGB7 KALRN KCNA7 KLF3 KLRK1 KRTDAP LCE3B LOXL3 LPIN3 LPXN LTB4R LY86 MAP4K1 MED11 MGST2 MORC3 MXD4 MYBPH MYL11 NANOG NCAPG2 NCK1 NDRG1 NECAP2 NFIA NIPAL2 OCIAD1 OTX2 PAX4 PCDH7 PGAP6 PIP5K1C PISD PKIB PLK2 PLXDC1 PLXNB2 POLB POLR3C PPARD PRCP PROS1 PRPF38A PRR14 PRR15 PRSS16 PTTG1 RAB13 RABEPK RASA2 RBM15 RBMS1 RBMS2 RCC2 RFC2 RHOV RIN1 RIPOR1 RLBP1 RMDN3 RNF115 RNF214 RNH1 RYR1 SELENOH SERPINF2 SERTAD1 SESN3 SGK1 SH3BP4 SLC15A2 SLC25A28 SLC30A1 SMIM14 SNW1 SORL1 SP4 SPDL1 SUB1 SUSD6 SVBP TAPBP TEPSIN TJAP1 TLR9 TM2D2 TMCO3 TMEM209 TMEM268 TMTC4 TNFSF10 TOR3A TOX4 TPK1 TPRA1 TPST1 TPX2 TWIST2 U2SURP UBAC1 UBL3 UGDH UPF1 UTRN VGLL4 VPS72 WBP1L ZC3H7A GSE17721_POLYIC_VS_GARDIQUIMOD_0.5H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_POLYIC_VS_GARDIQUIMOD_0.5H_BMDC_DN ABI1 ACOT9 ACTR2 ADCYAP1 AGAP3 ALDH7A1 ANAPC7 ANKH ANKS1A ANP32B ANXA6 AP1AR ARHGAP17 ARMC7 ARMCX4 ASCC1 ATF6 ATF6B ATOSB BCDIN3D BCKDHB BCL2L2 BMP5 C1orf52 C5orf15 CAMK2D CAMTA2 CATSPERZ CCDC6 CCK CCL25 CD81 CDC42SE1 CEP112 CGREF1 CHMP4B CHTOP CIC COMMD5 CPB1 CRX CRYBB1 CSTF2 CYBC1 DCUN1D5 DDHD2 DDX47 DENND6A DHCR24 DHX16 DHX8 DNAJA2 DNAJB9 EFHD2 ETV1 FBLN7 FBXW11 FLCN FNBP4 FUNDC1 GK GNA13 GORASP1 HAPLN2 HAX1 HBE1 HCFC1 HMGA1 HMGN5 HMX3 HSPA2 IDNK IER2 IL1RN INTS8 ITGB1 ITPKA KAT7 KCNK13 KIF1A LARS1 LRP1B LRRC58 MAP2K4 MAP3K8 MAPK3 MED15 MEMO1 METRNL MINDY1 MOB4 MRPL2 MRPL4 MRPL47 MRPL51 MRPL57 MSN MYCL NCOR1 NFATC2IP NIT2 NKG7 NOP9 NUCKS1 NUDT3 OAS2 PARL PCYOX1 PDCD6IP PDLIM2 PDPK1 PENK PES1 PFN1 PIGS PIK3AP1 PIK3C2A PJA2 PLA2G12A PLK2 POC5 POLE4 POLR3F POU2F2 PPM1G PPP1R21 PPP2R3A PRDX1 PRELID3B PRKCH PROCR PRXL2A PSAPL1 PSMA2 PSMD3 PSME3 PTX3 PXN RAB37 RABEPK RABIF RAC1 RAP1A RARS2 RNF25 RNF34 RNFT1 RPS6 RPS6KA2 RS1 RUFY3 SAR1B SF3B1 SH3BP5L SLC25A46 SLC30A9 SLC39A11 SLFN12L SMC6 SNX14 SNX2 SP110 SPCS3 SPHK2 SPN SRXN1 STAM STARD5 STK11 SVIL SYNE1 TFEC TIA1 TIAM1 TIMELESS TMEM106A TMEM38B TOLLIP TRIM39 TRMT1L TSPAN4 TTC28 TTC7B TXK UBA1 UBE2O UBP1 UBXN8 UNC119B USP15 USP20 VAV3 VIPAS39 VOPP1 XPOT ZC3H12C ZDHHC12 ZMIZ2 ZNF280C ZNHIT2 GSE17721_POLYIC_VS_GARDIQUIMOD_0.5H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_POLYIC_VS_GARDIQUIMOD_0.5H_BMDC_UP ABCD2 ABCG2 ACKR3 ADCK1 AKNA ALKBH3 ANGPTL1 ANKRD54 APOA2 APOC1 ATXN1 AUTS2 BAIAP2 BOD1L1 BPGM BTF3 C1QL1 C6orf118 CAPZA3 CASP1 CBR1 CCNA1 CCR6 CD160 CD28 CD83 CDCA3 CDCP1 CEACAM21 CEMIP CEP89 CHKA CLASP2 CMC2 COMP COPE CREBRF CYP1B1 CYP2C19 DCTN4 DDR2 DENND2D DGKA DNLZ DPY30 DVL2 EGFR ELAVL3 ELOC ELP2 EMID1 EN2 ENPP1 EPGN EPHX2 EYA2 FAM86B2 FANCE FBXO2 FBXO36 FGF10 FIS1 FOXQ1 FRAT1 FZD1 GABRA3 GADD45GIP1 GDAP1 GFUS GGT5 GJC1 GJC2 GLIPR1 GNG10 GPR88 GRHL2 GYPC H1-10 HAAO HAUS8 HBZ HCN2 HOXC4 HSPG2 ID2 IFNA1 IGSF6 INTS1 IQCC JMJD8 KCNA5 KDM6A KEL KIAA1143 KLHL42 KRT17 KRT23 KRTAP3-3 LCT LINGO1 LIPF LMCD1 LRRN1 MAB21L2 MAGEA11 MAP2K1 MAPK10 MASTL MAU2 MCM2 MITF MRPS33 MTA1 MYL9 MYOZ1 N4BP2L1 NBEA NCAN NECTIN3 NHERF4 NMRK1 NOX4 NRBP1 NRCAM P4HA2 PDZK1IP1 PGM1 PIAS3 PILRB PLA2G1B PLA2G2D PLG PLLP POU3F2 PPDPF PREB PRMT1 PRODH PROM2 PRRT1 PTGES PTH PTH1R PTH2 PTTG1IP PWP2 PYY QPCTL RACK1 RANBP1 RARB RBBP9 RBMS1 REST REXO2 RFNG ROPN1 RPL30 RPS9 RRM1 RSPO1 RTTN RUNDC3A SCRG1 SDF2 SDSL SLC18A1 SLC22A23 SLC44A3 SMC5 SNRNP48 SNX29 SOX4 STRBP STX8 SUCO SWSAP1 SYN2 TAF10 TAF4 TAMALIN TAS2R1 TBCE TC2N THAP7 TMEM119 TMEM143 TNRC18 TOMM40L TRHR TRMT1 UBXN1 USP7 VSIG2 WDR54 WNT11 ZBTB17 ZKSCAN3 ZNF474 ZP3 GSE17721_POLYIC_VS_GARDIQUIMOD_12H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_POLYIC_VS_GARDIQUIMOD_12H_BMDC_DN ABCB4 ACLY ACSS2 ACTL6A ACTR6 ANGPTL2 AP2S1 AP5M1 API5 APOC2 AQR ARHGDIA ARL1 ARTN ATP6V0B B3GALNT2 BABAM1 BCKDHB BLTP3B BOP1 BTBD1 C9orf64 CCDC107 CDC25A CDR2 CENPC CIAO2A CLNK CNIH1 COPB1 COX6C COX8A CPSF1 CTBP2 CTU1 CX3CR1 CYB5R1 DCX DDB1 DDX24 DGKZ DNAJB6 DRG1 EED EGLN3 EIF1AY EIF4E EIF4G2 EMC7 ERO1A ESRRA EXOSC10 FAM8A1 FANCF FAR1 FASN FBXO15 FCER1G FDFT1 FDPS FN1 FOSL2 GARS1 GAS2 GRK2 GRK6 GTF2E2 HCK HEATR6 HEXB HSD17B7 HSP90AA1 HSP90B1 IAH1 IGFBP4 IL1RAP IL36G IMPDH2 IPO9 KCNA3 KCTD14 KDELR1 KIF13A KIF3C KRTAP15-1 LCP2 LGALS12 LIG3 LRRC59 LUC7L MANF MAT2A MAVS MCUB MECR MFSD14A MMACHC MMP12 MMUT MPHOSPH6 MRPS12 MRPS17 MTDH MTX1 MYO1B MYOG NCBP1 NCBP2 NF2 NIBAN2 NLRX1 NOA1 NPM1 NUP160 NUP37 OTUD6B PAFAH2 PDE8A PDF PER2 PEX12 PHPT1 PHTF2 PLBD1 PNO1 POLDIP2 POLR3D PPP1R14B PPP5C PRKACA PRMT3 PRPF40B PSMD5 PSMG1 PSMG3 PSTPIP2 PTGES PWP1 RAD50 RAI14 RAP1GDS1 RARS2 RCC1L RDH10 RGS19 RHOT1 RIDA RNASEK RNF26 RPL37A RPS3 RRP9 SDHC SELENOS SEPHS2 SEPTIN7 SERF2 SFXN3 SHPRH SIMC1 SLAIN2 SLC22A4 SLC25A10 SLC35A1 SLC35A4 SLC40A1 SLC41A2 SLCO3A1 SMAD7 SMC4 SNX18 SOCS1 SPC25 SRFBP1 SRSF6 SRSF9 STARD7 STT3A SYNPO2 TAF13 TARBP2 THBS1 TLR2 TMA7 TMEM38B TP53RK TRAF3IP2 TRIAP1 TRIM27 TRMT10C TRMT2A TTC7B UBE2W ULK2 UQCC2 UTP20 VBP1 WDR83OS XYLT2 ZC3H8 GSE17721_POLYIC_VS_GARDIQUIMOD_12H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_POLYIC_VS_GARDIQUIMOD_12H_BMDC_UP ACSL1 ADAP2 ADGRV1 ADNP ANKRD27 ANO10 ANXA11 AP3B1 AP3M2 ARL4A ARL4C ASB11 ASB3 ATP1B3 ATP6V0A4 BCAR3 BFAR BRMS1 C10orf82 C11orf96 C3orf62 C9orf78 CAMK2D CAMLG CARS1 CBY2 CCDC92 CD274 CD300LF CD86 CDC42EP4 CDON CDYL CEMIP CHRNA6 CLDN15 CLDN23 CLK3 CMTM3 COG4 CPSF4L CREBRF CTDNEP1 CUBN DGKA DGLUCY DIO2 DNAJB7 DNASE1L3 DRC3 DSPP DUSP7 DYNLT4 EGR4 EHD2 ENKD1 EPB41L5 EPSTI1 EXOC7 FAM120A FAM210B FBN2 FBXO25 FNBP4 GBP6 GMPPB GPRC5B GPRIN1 GRIN2C GRIN2D GTF2F1 GUCD1 GUK1 HCFC1R1 HEBP1 HINFP HNF1A IDNK IKZF2 IL12RB1 ILRUN ING2 IRF7 ISG15 KAT2B KDM3B KEAP1 KIF9 KLF15 KLF2 LARGE1 LAT LPXN LRRC8C MAF1 MALAT1 MAP6 MAU2 MCOLN3 MDM2 MED12 MIIP MINK1 MKI67 MTMR14 MX2 NAPSA NLGN2 NSUN4 NTS NUDT13 NXPH1 OAF OCA2 OR11H4 P2RY14 PAG1 PAXBP1 PCDHB2 PCSK1 PCYT1A PDCD2 PGLYRP1 PGM1 PHF13 PIK3C2G PKLR PLA2G7 PLEKHF2 PLEKHO1 PLPP2 PMF1 PNPT1 POU1F1 POU2F1 PRMT2 PTGDR2 PTGS1 PTPN2 PTS PTTG1 RAB22A RAB43 RABEP2 RALBP1 RARG RASA3 RASA4 RBBP8 RBM15 RCHY1 REST RFX5 RGS14 RIPK2 RNF115 RRAGD SAT1 SDF2 SEC16B SEH1L SESN2 SFMBT1 SFN SHARPIN SLAMF7 SLAMF8 SLC12A9 SLFN12 SLU7 SPDL1 SPOP SPSB4 ST6GALNAC4 SULT1E1 SUN2 SYT5 TAPBP TDRD1 TENT2 TGFA THSD1 TIMM10B TLE2 TLR9 TMEM229B TMEM51 TNFSF4 TOR2A TPRA1 TSC22D3 TSPAN17 USP12 USP47 UTRN VPREB3 WEE1 YPEL1 ZBTB2 ZNF704 GSE17721_POLYIC_VS_GARDIQUIMOD_16H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_POLYIC_VS_GARDIQUIMOD_16H_BMDC_DN ABCB10 ABCB4 ACACA ACADM ACADVL ACOX1 ACTG2 ADRA2A ADSS2 ALG3 ANKRD40 ANXA5 AP1S2 ARFGEF1 ARHGAP4 ATP5MC1 ATP5PO ATP6V0B BCAT2 BCKDHB BLTP2 BYSL C11orf24 C2orf49 C2orf76 CAPRIN1 CAPZA1 CCDC96 CD302 CD320 CD48 CDC42SE2 CENPK CEP20 CERS5 CHID1 CKLF CLPB COPG1 COPS6 COQ3 CWC27 DAD1 DAP DCUN1D5 DEF8 DEGS1 DENND10 DENR DNAJC9 DPH6 DRG1 E2F6 EIF3B ELAVL1 EMC6 ETHE1 EVX1 FAM118B FBXL6 FBXO33 FKBP15 GANAB GATM GID4 GNG2 GNL3 GORASP1 GRK5 GTF2H4 HBS1L HDHD2 HNRNPLL HSD11B1 HSD17B10 HYPK IER3 IL1RAP IMP3 IPO9 JAGN1 KLB LAD1 LRP1 LYAR MAPK3 MCM3 MED14 MEF2A MESD MLLT11 MRPL48 MRPS14 MRPS34 MSANTD3 MT2A MTFR1 MTX1 MYB MYDGF MYL11 NAA38 NCF1 NCF2 NDUFA4 NDUFV2 NEK9 NFKBIA NOL7 NOP16 NPPC NUCB1 PA2G4 PAFAH2 PALD1 PAX5 PDF PDIA3 PFKL PGRMC1 PIGP PKP2 PLD1 PON2 POR PPP1CC PPP2R3C PPT2 PRKCI PRMT5 PRXL2B PSMC6 PSMG3 PTGES3 PTPN1 PTPN11 R3HDM1 RABGGTA RDH10 RETREG1 RPL12 RPL24 RPL26 RPL38 RPLP2 SAMM50 SEC11A SEC61G SFXN3 SIGMAR1 SIRPA SLC25A51 SLC2A8 SLC41A2 SLF2 SMARCC1 SMIM30 SMN1 SNRPA1 SNX4 SRSF1 SRSF10 ST6GAL1 STARD5 STK16 STOML2 STUB1 SUCLA2 SURF2 TADA2A TAF13 TAF6 TAF9 TARS2 TEX10 TEX101 THRA TM6SF1 TMEM33 TOMM7 TOP1 TRAPPC1 TRMT10C TTC13 TXNDC5 TYROBP UBE2G1 UBXN2A UBXN8 UTP20 UXT VTI1A VWA8 XPR1 YAE1 YBX3 YIPF4 ZNF281 ZNRD2 ZW10 GSE17721_POLYIC_VS_GARDIQUIMOD_16H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_POLYIC_VS_GARDIQUIMOD_16H_BMDC_UP ABCB1 ADGRE5 AEBP2 ANKRD44 ANXA11 ANXA8 AP1M1 APLNR APOBEC2 ARHGAP17 ARHGAP45 ARL8A ARRDC4 ASIP ASNS ATF1 ATMIN BATF2 BAZ2B BBX BOD1L1 BRDT BST2 C19orf25 CADPS CAMK2D CCL2 CCL5 CCR1 CEP350 CHCHD10 CHFR CHRD CHST10 CLEC7A CLP1 CMTM6 CPT1A CRIP1 CRKL CSF2RB CST3 CYSRT1 DENND4C DMTN DPYSL5 DUSP1 DUSP11 ECE2 ELK4 ENG ESS2 F10 FABP4 FAM89B FANCI FBXO6 GHITM GOLPH3L H1-2 HIF1A HTRA1 IFFO2 IL17RC IL21R IL4I1 IL7 ILRUN IP6K1 IRF2 ITCH ITGB7 ITPA JARID2 JMJD1C JUNB KAT2B KCNA2 KCNE2 KIAA1522 KIF5C KIF9 LAT2 LGALS3 MACROH2A1 MALAT1 MAN2A1 MBD2 MDFIC MDM4 MLLT10 MLLT3 MOCOS MORC3 MS4A7 MSRB1 MTMR1 MTMR14 MVP MYCL MYH4 NCOA1 NCOA3 NET1 NFKBIL1 NKD2 NMNAT1 NR1H2 NRBP1 NXF1 OR51B2 ORM1 P2RX4 PACS2 PAXBP1 PCYT1A PDE4DIP PFKFB3 PHF23 PIAS1 PISD PKIG PLEKHA2 PLEKHN1 PLEKHO1 PLSCR1 POMP PRNP PSD PSEN2 PSMD10 PXMP2 RAB29 RAB43 RAD9A RASSF8 RBM17 RBM25 RBMS2 RGS14 RHOU RIN2 RIPPLY3 RNF114 RNF115 RNF19B RRAGC RRBP1 RTF2 SAT1 SATB1 SBF2 SCAF4 SCAMP2 SCN3A SDC3 SERPINA6 SERPINC1 SGCB SGK1 SLC22A17 SLC25A28 SLC25A42 SLC37A1 SMG8 SPICE1 SPRED1 SRC SRGAP2 SRGN STAT6 STOM SUN2 TAF7 TAX1BP1 TDRD3 TIPARP TLE2 TMBIM6 TMCC3 TMEM229B TMEM51 TMUB2 TRAF6 TRIM41 TRIM46 TRPV4 TSPAN13 TSPYL1 TXNDC17 UNC50 UTRN VPREB3 WDFY1 ZFAND2A ZFP36L2 ZNF277 ZNF334 ZNF503 ZNF740 GSE17721_POLYIC_VS_GARDIQUIMOD_1H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_POLYIC_VS_GARDIQUIMOD_1H_BMDC_DN ABCB10 ACLY ACTL6A ACTR3 ACYP1 ANP32B ANXA6 AP4M1 APC ARHGAP39 ARHGEF3 ARL1 ATP6V0B AURKA AVL9 BMI1 BMP5 BMP6 C5orf47 CAMKK1 CASP6 CCDC159 CCL13 CCL2 CEP68 CHIC2 CHURC1 CISH CLCF1 CLOCK COL4A6 CSF1 CSTB CTSD CTSV CXCL10 CXCL6 DCPS DCUN1D5 DEF8 DLAT DLST DOCK8 DUSP22 ELK3 EMB ENTREP3 ERI1 ERRFI1 ETS2 EVI2A F3 FAM174A FGL1 FOXJ3 FTH1 GABRD GADD45A GNG2 GSS H1-2 HCAR2 HCCS HDAC3 HIP1 HLA-DMB HPCAL1 HSD17B12 HSD17B7 IDH3A IER5 IL12A IL1A INTS11 JUN JUNB KAT2B KCNMB2 KRAS KRCC1 LCN8 LDLR LPAR4 LRP6 MAFF MAPK1 MATK MCUB MDFIC MICU1 MKNK1 MRAS MRPS2 MRTO4 MSR1 MYL11 NAMPT NCK1 NDUFA9 NDUFS2 NEDD9 NELFCD NIT2 NLRP3 NOP10 NRROS NUMB OAZ2 OLFML3 OLR1 OR10J5 PANK1 PAPSS1 PCBD2 PCLAF PDE4B PIAS2 PIK3C3 PIM3 PLBD1 PLEKHF2 PNPO PNRC1 POLH POT1 PPTC7 PRIM2 PRKACA PRKD3 PRXL2B PTGER4 PTPN18 PTPRU QDPR RAD51AP1 RASGRP1 RBM12 RBM7 RBP3 RCBTB2 REL RELA RHBDD1 RHOB RILPL2 RIN2 RNF103 RPA1 RPF2 RPIA RPL7L1 SACM1L SDC3 SDCBP SEC11A SEPTIN9 SERPINB6 SGMS1 SH3BGR SLC25A25 SLC35B3 SLCO1C1 SMIM11 SNX18 SOCS6 SPRED1 SQLE SREK1IP1 SSBP4 STAC2 STK17B STX7 SVIL TESMIN TFDP1 TFF1 TFPI TIFA TIMM29 TMCC2 TMED7 TMEM14C TMEM33 TNFRSF1A TPCN1 TPD52 TRABD TRAF6 TVP23A USB1 VGLL1 VPS26B VRK2 WDR20 XPO7 XPR1 YWHAH ZBTB2 ZYG11B GSE17721_POLYIC_VS_GARDIQUIMOD_1H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_POLYIC_VS_GARDIQUIMOD_1H_BMDC_UP ABHD8 ABTB1 ACOT7 ADAM33 ANKZF1 ANXA10 ANXA11 AP1G2 AP2A2 ARHGAP45 ARPP19 ARRB2 ASB16 ASB5 ATP13A2 ATP1B2 ATXN7 BARX2 BCL7C BCL9L BMP2K C10orf82 C15orf40 CACNG1 CAMKK2 CAPN6 CASP3 CCDC198 CCDC59 CCDC82 CDC37L1 CDKN2C CDX1 CELF1 CEP250 CNN2 CNPY2 COL4A4 COMT COX19 CPSF1 CUBN CUEDC2 DAZAP1 DAZAP2 DCTN4 DENND2D DIAPH2 DNAJC10 DPEP3 DPP4 DTX2 ECE1 ECSIT EEF1B2 EGFL7 EIF5 ENPP1 ENTPD4 FAH FBH1 FBN2 FBXL8 FBXO11 FUBP1 FXYD1 GADD45G GEMIN2 GFRA3 GJA8 GJD2 GLTP GPANK1 GPC1 HACD2 HCST HIVEP3 HJURP HMG20B HPS3 HS6ST2 HSD17B1 HSPA8 IL1RAPL2 INO80 INPP5B IRX6 KDELR2 KDM5A KDM5C KIF1A KIF1B KLF10 KMT2A L1CAM MACROH2A1 MAGI2 MAGI3 MALAT1 MAPK8IP2 MAU2 MBP MEA1 MICAL1 MMP23B MOS MRM1 MRTFA NAA20 NAPA NCKAP1L NECAP2 NEMF NLGN2 NOL12 NOTCH2 NRDE2 NUDT1 NXF1 OAS3 ONECUT1 ORM1 OSCAR PCDHB5 PDE6C PDLIM4 PIK3CG PIK3R1 PITPNM1 PLEKHA1 PRPF4B PRRX2 PSMA3 PSTPIP2 RAPGEF1 RAPSN RBM22 REV1 REXO4 RGS2 RNF34 RPL14 RPL27 RPL7 RPS11 RSPO1 S100A8 SAPCD1 SEPTIN2 SERPINB1 SERPINF2 SESN3 SFXN3 SH3BP2 SHMT1 SLC25A20 SLC29A2 SLC6A17 SMC4 SMR3A SNAPC2 SPG7 SPINT1 SPOCK2 SPRY4 STMP1 STRBP STX4 STX8 SUPT20H SYS1 TCF20 TCF4 THBS2 THOC2 THRAP3 TMED10 TMEM176B TNC TNFSF8 TNRC6A TRAF4 TRIM25 TRIM7 TRPV6 UNC45A VAMP1 WNK2 WNT9B XRN2 YBX2 YPEL3 ZBTB20 ZNF286A ZNF3 ZNF394 ZNF436 ZNF48 ZNF704 ZYX GSE17721_POLYIC_VS_GARDIQUIMOD_24H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_POLYIC_VS_GARDIQUIMOD_24H_BMDC_DN ABCG2 ACOT9 ACTR6 ADAM9 ADRA2A ADSS2 ALDH6A1 ANTXR2 AP2A2 APIP ARHGEF12 ARL16 ARMC1 ATP1A1 ATP6V0B ATPAF2 AVPR2 BAG2 BHLHE40 BTF3L4 C11orf24 C11orf58 C16orf87 C9orf64 CA13 CCNA2 CD244 CDC42SE2 CFP CHAC2 CHD1L CHID1 CIAO1 CLDN4 CLMP CLRN3 CRP CSDE1 CSNK2A2 CXXC1 CYRIB DACH1 DAP DDT DEGS2 DERL2 DHCR7 DLD DNAJC18 DNAJC2 DRG1 DYNLT3 E2F6 ECD EEF1G EEFSEC EIF4G2 EIF5 EIF5A ELK3 ELOVL1 ENPP2 ERO1A ESR2 ETFDH ETFRF1 FAM118A FAM174A FAM98A FKBP7 FTSJ3 GNG10 GNG2 GRHPR HCLS1 HDLBP HELB IFT22 IGHM IMPDH2 INO80C IPO9 IRS2 ITSN1 IVNS1ABP KCNA3 LIMD1 LIMK1 LMAN1 LPCAT1 LSM12 MAGOH MAP2K6 MCM2 MCM3 MCUB ME1 MEF2A MET METTL6 MMACHC MMP8 MOB4 MOGS MORF4L2 MRPL11 MRPL45 MTA2 MTFR1 MYDGF NAA10 NAA30 NAB1 NCBP1 NDUFB2 NDUFC2 NEUROG1 NFAM1 NIF3L1 NOL11 NSUN2 NUBP1 NUP153 OAT OPN3 OTUD6B PABPC4 PAFAH2 PANK3 PCTP PDCL PGK1 PIGM PLBD2 PLD1 PMPCA POFUT2 PPME1 PPP2CA PPP3CB PRDX6 PRICKLE1 PRKCI PRPS1 PTCD3 PTGER2 PTPMT1 PTPN14 PUM3 RAB14 RAB32 RBM19 RIOK2 RMC1 RND3 RNF128 RPA3 RPF1 RPP14 RRP8 RXYLT1 SCAF8 SEC61A1 SEMA5A SETD6 SF3A1 SHC1 SIRPA SLC19A2 SLC22A4 SLC35A1 SLC35A4 SLC7A7 SMARCAD1 SMPDL3B SNX4 SSBP4 SSR1 SYPL1 TAF9 THOC1 TIMM17B TIMM8A TMCO6 TMEM165 TMEM185A TMEM59 TMIGD1 TUFM UBE2D3 UQCRB UTP18 WAS WDR6 WDR75 XRCC6 YBX1 ZFYVE21 ZWINT GSE17721_POLYIC_VS_GARDIQUIMOD_24H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_POLYIC_VS_GARDIQUIMOD_24H_BMDC_UP ACAA2 ACOT1 AHCYL1 AKT3 ANGPTL8 ANKRD22 ANKS3 AP1G2 AP3M2 ARGLU1 ARHGAP45 ARHGAP5 ATP11B B3GNTL1 BATF3 BHLHE22 C11orf91 CARS1 CCDC86 CCDC97 CCNA1 CCNQ CCNT2 CCR2 CD27 CD47 CDH9 CDKN1B CEP89 CFI CHKA CHPT1 CHRD CLASRP CLN8 CNOT3 COA5 COMMD7 COMT CORO2A CSNK1G2 CTDSP2 CXCR4 DBNDD2 DDX4 DIO2 DNTTIP1 DPEP3 DPYS DRD4 DSCAM EFHD2 EFNB2 EHD2 EHD4 EPC1 EVA1A EVI2A EZH1 FAAH FCGR3A FRYL GAD2 GAS1 GCA GDA GFRA3 GK2 GNPDA1 GRN GTF2F1 HAAO HCFC1R1 HEBP1 HLX HOXA7 HOXB3 HSCB IDNK IDS IGBP1 IKZF2 INPP5K INTS12 ISY1 ITPRID2 KAT6A KCTD12 KDM5B KDM6A KIN KLF6 KLRD1 L1CAM LAMC3 LGALS3BP LIPA LNX1 LTBP1 MATK MAZ MCL1 MCM10 MLLT1 MROH1 MRTFA MTCP1 MYL6B NAAA NEU1 NSG2 NUMB NXF1 OSBPL9 OXCT1 PCGF1 PFKFB3 PIM1 PLEKHA2 PLEKHO2 PMEPA1 POMP POU3F2 PPP4R3B PRKRIP1 PRRG2 PSIP1 PTCD1 PTGFR PTS RAB40C RBCK1 RBMS1 RBMS2 REEP3 RELA RERG RGL1 RNF38 RPL13A RSPH9 RTF2 S100A8 SCAND1 SCN3A SDC1 SEC24B SFXN2 SLC25A20 SLC25A3 SLC44A2 SMC5 SMOX SMPDL3A SNTB2 SNX20 SON SPAG5 SPDL1 SPOP SPSB4 SPZ1 SRP68 SRRD ST6GALNAC4 TAGLN TANGO2 TCF7L2 TCTE1 TEX14 THY1 TIMP2 TMOD4 TMUB2 TNFRSF9 TNFSF8 TNRC6A TPK1 TREM2 TSC22D1 TTC14 TTC36 TXNDC16 UBE2H UBL5 UBR4 UCP2 USB1 WAC WIPF1 XRCC1 ZBTB16 ZC3H7A ZDHHC7 ZFAND2A ZFP36L2 ZMIZ2 ZNF329 ZNF524 ZSCAN26 GSE17721_POLYIC_VS_GARDIQUIMOD_2H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_POLYIC_VS_GARDIQUIMOD_2H_BMDC_DN ABHD10 ABLIM1 ACACA ACOT1 ACP3 ADAM7 AFP AMPD3 ANXA6 AP1G1 AP5M1 AQP8 ARHGDIA ARHGEF3 ARL1 ASCC1 ATL2 ATP2C1 ATRN BAG2 BATF2 BICD1 BOD1L1 BTG2 C1QB C5AR1 C5orf47 CAAP1 CAPN3 CAPNS1 CARMIL1 CASP4 CCRL2 CD247 CD38 CD68 CDH6 CENPV CIAO2B CKS2 CLCF1 COL6A1 COP1 CPNE1 CSF3 CSRP1 CYGB DDA1 DDHD1 DDX19B DHX40 DHX8 DIXDC1 DNAJB12 DNAJC24 EIF2B2 EIF4E ENTPD1 ETS2 EXOSC10 FKBP15 FKBP8 FOXD2 FOXE3 FPR1 GINS4 GLIPR1 GNAQ GPR155 GPR84 GPX7 GSTM1 GSTM5 H2BC5 HERPUD1 HLA-DRB1 HOXB7 HRAS HSPH1 ICAM1 IDNK IER5 IFT81 IL36G INTS12 IRF9 ITGA5 KCTD9 KIF16B KLF7 KLHL25 KRT6A LAMTOR3 LDB3 LMAN2 LONP2 LOXL4 LRRC41 MAD1L1 MAN2A1 MAPK6 MAPK8 MARCKSL1 MARCO MBTPS1 MDM2 MEF2A MGARP MLF2 MRPL11 MRPL3 MTMR7 NAMPT NDEL1 NFE2L2 NFS1 NKX2-2 NUP160 NUP93 OXR1 OXSR1 P2RY14 PACRGL PAX5 PCNX3 PFKM PIP4P2 PIP5K1A PITPNC1 PITX1 PLCD1 PMP22 PMPCB POLR3D PPP2R3A PROCR PRPF39 PRR5 PRXL2A PTDSS2 PTK2 PTPN11 PVALB PWP1 RAP1B RCL1 RETREG1 RIOX2 RNF103 RNF145 RNF19A RRP15 SAA1 SCG3 SERINC1 SF3B3 SGPL1 SHD SLAIN2 SLC25A25 SLC25A47 SLC41A1 SLC5A8 SLC6A15 SMIM30 SNRNP40 SNX12 SNX4 SOCS3 SPATA13 SPRYD7 SRP54 SRXN1 ST3GAL4 STK17B STT3A SUCO SURF4 TAFAZZIN TBL3 TCFL5 TEX19 TFB2M TLR2 TM6SF1 TM9SF3 TMED5 TMEM175 TNFAIP8 TNFRSF1B TPBG TRIP13 U2SURP UBE2D3 VASP WDR83OS YIF1A ZAN ZC3HC1 ZDHHC3 GSE17721_POLYIC_VS_GARDIQUIMOD_2H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_POLYIC_VS_GARDIQUIMOD_2H_BMDC_UP ABHD18 ABTB1 ACSL6 ACSS2 AMMECR1L ANKRD10 ANKS3 ANP32B ANXA9 AP2A2 ARID1A ASF1A ATG9B ATP13A2 ATRX B9D2 BCLAF1 BHLHE41 BIRC2 BLMH BLTP3B BOLA2 BRWD3 CA5B CAPN2 CASP3 CAVIN3 CCDC136 CCND3 CD99L2 CIPC CLN8 CNR2 COMMD9 COQ8A CPSF4 CXorf38 CYBC1 DAXX DDX18 DMAP1 DNA2 DOC2A DSP DTL DUSP6 DUSP7 EARS2 EEF1B2 EIF2AK2 ELF2 EMP3 ENDOD1 ENTPD4 ERCC6L ESF1 EVI2B EVI5 FAM111A FAM120A FDFT1 FGF20 GCM1 GEMIN6 GFUS GGPS1 GIGYF1 GP2 GREM1 GRIA2 GSK3B H6PD HACD2 HASPIN HBA2 HOPX IFIT3 IRF5 ISG15 ITPR2 JUN KANSL2 KCNH2 KCNN4 KDM6A KLF16 KLF4 KLHDC3 KLHL13 KREMEN1 KRT33B KRTAP13-2 KRTAP15-1 LPIN1 LSM1 LTBP3 MAF1 MAFB MAGI2 MAN2C1 MAP3K3 MAST3 MBD4 MC1R MED22 METTL25B MFSD3 MITD1 MLLT10 MTSS1 MXRA8 MYC NABP1 NEURL4 NKX2-8 NOL7 NOTCH2 NRGN NSMCE4A NT5C3A OAS2 ODR4 P3H3 PAG1 PDE6A PEX16 PHAX PLEKHB1 POLD1 PRPF4B PSMB1 PTGIR PTS RAB40C RAB4A RAI14 RALBP1 RBM43 RBMS1 REEP3 RGL2 RGS19 RIOX1 RNF181 RPGRIP1 RPL26 RPL7 RPLP1 RS1 RWDD3 S100A6 SCAND1 SERHL2 SERPING1 SERTAD1 SHPRH SIL1 SLC3A2 SMARCAL1 SMC4 SMIM7 SON SOX5 SPEF1 SPEN SPRED2 TAMALIN TAPBP TBC1D20 TCOF1 TDP2 TFPT TGFB1I1 TIA1 TIPARP TMEM115 TMEM131L TMEM140 TMEM209 TMEM219 TMEM51 TMUB2 TOPBP1 TOR4A TPRKB TREX1 TRMT10C TRMT1L TSEN15 TSPAN14 TSPAN5 TUBB2B UBE2G2 USP19 WIPF1 ZBED4 ZFP36L2 ZNF426 ZNF830 ZSCAN26 GSE17721_POLYIC_VS_GARDIQUIMOD_4H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_POLYIC_VS_GARDIQUIMOD_4H_BMDC_DN AAMP ABCC1 ACLY ACSL5 ACYP1 ADORA2A AGO2 ALPK2 AMFR APBB2 APP APPBP2 ARMCX3 ATF2 ATP6V1B1 B4GALT7 BLNK BRAF BRD8 BTF3L4 C18orf32 CABLES2 CAD CCT8 CDC42SE2 CDKN2B CLCF1 CLCN1 CLCN5 CMTM3 COL26A1 COX6A1 CREBZF CSNK2A2 CYB5A CYFIP2 DCBLD2 DERL2 DHX40 DNAJB11 DNAJB6 DNAJC11 DNAJC21 DUSP2 DVL2 EDRF1 EEF1E1 EIF2B5 EIF2S3 EMC7 EPB41L5 ERLEC1 ETV1 FAM98A FERMT2 FGD3 FGF23 FHIP2A FIGN FLVCR2 FURIN GAS7 GDPD1 GNG2 GPC1 GPNMB H2BC5 HBS1L HDGF ID3 IFITM10 IL36A IPO4 IRF3 IYD KCNA3 KCNQ5 KLF15 LATS2 LENG1 LRRC42 LRRC59 MAFF MAN2A1 MAP3K11 MED10 MEPCE MFSD5 MMACHC MSC MTFMT MYBPH MYF6 MYO5B NADK NCK1 NCSTN NDUFB6 NOP10 NUCB1 NUMB NUP160 OLR1 OVOL2 PAIP1 PALS1 PCBP4 PCNX1 PDCL PDE8A PDF PGAM1 PGRMC1 PHYKPL PILRA PKP2 POFUT2 PPBP PPT2 PPTC7 PRDM1 PRKAB1 PSPC1 PTPRJ RAB10 RAB2A RANBP3 RASGRP1 RBM15B RC3H2 RCL1 RDH10 RELA RGS17 RHOA RNF157 RNF44 ROM1 RPL7L1 RRP7A RUSC2 SACM1L SERPINE1 SIGLEC7 SLC25A25 SLC25A30 SLC25A33 SLC30A5 SLC35D1 SLC3A2 SLC41A1 SLC4A2 SMIM7 SNRPD3 SQSTM1 SSTR3 STAM STARD4 SUPV3L1 SYT17 TBPL1 TFB2M TJAP1 TLR2 TLR8 TMED7 TMEM120B TMEM165 TMX1 TNFAIP3 TNFRSF1B TOR4A TPBG TPP2 TRMT2A TTC7B TTL TUFT1 TWIST1 UBAP2L UBE2D3 UBE2G1 UBE2S UBE4A UBXN2A UBXN8 USP39 USP47 VPS13C VPS4B VTI1B WDR6 WDR75 ZBTB18 ZMYND10 ZNF274 ZNF426 ZNF565 ZNF598 ZNF764 GSE17721_POLYIC_VS_GARDIQUIMOD_4H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_POLYIC_VS_GARDIQUIMOD_4H_BMDC_UP ABCD2 ABCG1 ACADS ADAMTS15 ADIPOR2 AFMID AKAP12 AKAP9 ANAPC13 ANGPTL2 APOBEC3B ARHGAP18 ARHGAP45 ASNS ATP13A1 ATP5IF1 ATP6V1D ATP8A1 BATF2 BIN3 BIRC2 BIRC6 BLMH BRD2 BRDT BTBD2 C8orf33 CAAP1 CABP7 CALHM2 CAMK1D CBX7 CCDC80 CCNG2 CCNJ CD244 CDCA5 CDH3 CFI CHCHD7 COMT CORIN COX18 CPEB3 CPSF2 CPSF3 CTDSP2 DAP3 DCTPP1 DDX60 ELMO2 EMID1 EPRS1 ETHE1 EVI5 EXTL2 FABP4 FBXO25 FGF13 FHDC1 FLI1 FTL GDI2 GGA2 GJD2 GPSM2 GPT2 GSDMC GTPBP2 HASPIN HDAC1 HEMK1 HFE HLA-B IDH1 IFIH1 IFT27 ILRUN INPP4A IRF7 ITPRID2 ITSN2 KAT2A KLF6 KRTCAP2 MAGEL2 MAU2 MBD1 MBD2 MDP1 MEIS3 MIA2 MITF MPST MPV17 MRI1 MTIF2 MXI1 MYCBP2 MYO7A N4BP2L1 N4BP3 NAT1 NAXE NCAPD2 NCAPG2 NDRG4 NDUFB11 NDUFS3 NECAP2 NEK7 NEK9 NKX2-2 NT5C3A NUDT13 NUDT9 NUP153 NUP88 NXF1 OAS2 OR5D18 OSBPL2 PAXBP1 PCYT1A PDCL2 PDK3 PDXK PFDN1 PHKA2 PHLDA2 PIAS1 PITPNC1 PKIB PLCB2 PLCL2 PLPP2 PLPP7 PPCDC PRCP PRKDC PRPF38A PRPSAP1 PRR15 PSMD4 PTPRN PTS RACGAP1 RASA4 RB1 RBBP8 RBM47 RERE RGS14 RIPK3 RMDN3 RNF123 RNF187 RNF19B RNF34 RNPEPL1 RPP21 RPS11 RPS25 RSAD2 SAMD10 SAT1 SECTM1 SERINC3 SLC12A9 SLC25A22 SLC38A1 SLC52A3 SMC5 SNAP29 SNW1 SRPK2 STAT4 STMN1 STOM SVBP TAF6L TBCD TCF12 TEX2 TIMELESS TMEM209 TMEM229B TMTC4 TOMM6 TOMM70 TPCN1 TRAPPC14 TSTD1 UBE2R2 VARS1 VPS26B VPS37B WNT11 YAP1 ZFYVE26 GSE17721_POLYIC_VS_GARDIQUIMOD_6H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_POLYIC_VS_GARDIQUIMOD_6H_BMDC_DN ABCA4 ABCG2 ABHD5 ABL1 ACO1 ACP2 ADAMTS5 AEN AKR1B15 AMPD2 ANAPC7 AP3S2 ARHGAP1 ATAD3A ATG4D ATP5PF B3GALNT1 BNIP1 BRCA1 BTG2 C5orf24 C9orf64 CAB39L CAMSAP1 CANX CCDC127 CCDC47 CCT3 CCT8 CDK8 CKS1B CKS2 CLCN5 CLEC4D CLOCK CRTAP CYB5A CYFIP2 DCTN3 DDT DHX15 DIABLO DIMT1 DNAJB2 DNAJB6 DUSP2 EDEM3 EIF3B EIF3E EIF4H ELK3 ELOVL1 EMILIN1 EOLA1 EPHB2 FAM20B FBXO33 FCER1G GABARAPL2 GET3 GJA1 GMFB GNB2 GPR37L1 GRK2 GRPEL2 GUSB HCK HNRNPR HSD17B12 HSP90AA1 IER2 IL17RA IMP3 JTB KATNBL1 KCTD1 KIF21B KIF3C KLHL7 KRTAP4-12 LAD1 LCOR LETMD1 LGALS12 LSS MAFF MAN1A2 MAPK8 MEFV MFSD14A MLF2 MND1 MOB3B MRPL54 MRPS14 MRPS22 MSANTD3 MSTO1 MTFR1 NCBP1 NDUFA9 NDUFAF4 NELFB NMD3 NNT NOLC1 NOP10 NSFL1C NUDT4 NUP160 PAPSS1 PARVG PC PCNX3 PDCD4 PDGFRB PFKL PGS1 PHF8 PHYKPL PLPP3 PNO1 POLR2K POT1 POU2F2 PPP1CB PPT2 PRELID1 PRMT3 PSMC5 PTGES2 PWP2 RABL3 RAMP2 RASA2 RDX RIOK2 RNF5 RPP40 RRP8 S100A1 SACM1L SAMD8 SCYL1 SDHA SEC11A SEC61G SENP2 SLC25A26 SLC25A30 SLC4A2 SLC6A12 SNF8 SNRNP40 SNX18 SQOR SRM SRP19 ST7 ST7L STARD4 STIP1 STK40 STYX SUCO SUMO3 TARBP2 TEX10 TF TFB1M TJP1 TM9SF3 TM9SF4 TMED5 TMED7 TMX1 TOP1 TP53BP1 TRAPPC10 TRIM27 TRMT2A TTC13 UBE2G1 UBE2M UBE2V1 UBL5 UQCRQ USP34 UTP11 VDAC1 VPS16 WASHC2A WDR12 YAF2 YWHAG YY1 ZMYND8 ZNF281 GSE17721_POLYIC_VS_GARDIQUIMOD_6H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_POLYIC_VS_GARDIQUIMOD_6H_BMDC_UP ACTR6 ADAD1 ADGRV1 ADIPOR2 AHCYL1 ANGPTL2 ANKRD44 ARFGEF1 ARHGEF7 ASB7 ATG16L1 BATF2 BHLHA15 BRD4 BRWD3 BTBD3 BTRC C6orf62 CAMK1D CASQ2 CBR3 CCDC186 CCDC92 CD47 CDKN1B CERT1 CHTF18 CMIP CMTM6 CNGB3 CNTLN CPNE3 CR1L CRBN CRYBB2 CRYM CSF1 CSF2RB CSNK1A1 CTDSP2 CTSC CUL4B CYP4A11 DDX4 DEPTOR DERL3 DNAJA1 DNAJC5 DNMT3A DOK1 DUSP7 EEPD1 EHD2 EID1 ENDOG EPB41 ERP29 EVI5 FABP4 FAM120A FAM32A FBXO25 FEZ2 FGFR1 FOXO3 FRG1 GBP6 GCA GCNT2 GGA2 GLUL GNA13 GPR35 GPSM2 GRN HACD4 HAUS1 HDAC7 HMG20B HOMER1 HOXB13 HOXB9 HUNK HUS1 ICAM1 IGSF9 IL18RAP IMPDH1 IRAG2 KLF6 KMT2D KMT2E LAPTM4B LAT2 LIMK1 LRATD1 LRRK1 MAPK8IP1 MATK MCM10 METTL8 MIA2 MKNK2 MNT MORC3 MRC1 MRPL39 MRPS9 MTARC2 MTBP MX2 MYO1C NAA20 NAAA NECTIN4 NONO NOTCH2 NTS NUDT9 NUP42 NUPR1 ODF2L OXCT1 P2RY12 PAG1 PCNA PDLIM5 PKIG PLCB2 PLCG2 PLEKHF2 PLK2 PNPT1 POLB PPDPF PPIG PRLR PRPF38B PRTN3 PTCH1 PTCRA PTPA PTPRZ1 PTTG1 RANBP1 RARS1 REEP3 RFC1 RGS1 RGS14 RIN2 RNF114 RNPEP RSAD2 SCAMP2 SECTM1 SELENOT SEMA5A SERHL2 SETD7 SMAD4 SPSB1 ST14 ST6GALNAC4 ST6GALNAC6 STARD8 STRC TAOK3 TAX1BP1 TBK1 TFAP4 TFDP1 TFG THAP12 TIFA TIMELESS TIMM10B TM2D2 TMEM176B TMEM37 TOB1 TOR3A TPPP3 TPST1 TSPAN17 TSPO TTC14 TTC39B TUBA8 UBA7 UQCRC2 USP18 VGLL4 WDR33 WNK1 ZBTB20 ZFAND5 ZFYVE26 ZNF213 ZNF354A GSE17721_POLYIC_VS_GARDIQUIMOD_8H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_POLYIC_VS_GARDIQUIMOD_8H_BMDC_DN ABL1 ABRACL ACAT2 ACTN4 ANKRD40 ARL3 ATP6V1G2 B4GALT7 BCCIP BEST2 C11orf24 C18orf32 C2orf49 CAB39L CARM1 CCDC117 CCDC47 CCDC71L CDK2AP1 CDKN2B CDON CENPB CFL2 CHAC2 CKS2 CLPB CLPP CMYA5 CNIH1 COX19 CPEB2 CTBP1 CUL1 CYP51A1 DARS1 DCAF1 DDX24 DDX56 DGAT1 DHCR24 DHX15 DHX36 DPH5 EFNA2 EIF1AX EIF3A EIF3L EIF4E ELAC2 ELOVL1 ELP1 ENTR1 ETFRF1 F10 FAM118A FBF1 FICD FKBP1A FSCN3 GFER GGH GMFG GPC1 GPR85 GSS GSTM1 HERC2 HERPUD1 HNRNPK HPF1 HYOU1 IER2 IFITM10 IFRD2 IGF2BP1 IMPDH2 INHBA INTS7 JADE1 JAK1 KCNA3 KDELR2 KIAA0319L KICS2 KIF13A KPNA1 LAD1 LIPT2 LMAN1 LONP1 LRPAP1 LRRC49 LUC7L MCUB MGAT2 MPHOSPH10 MRM3 MRPL23 MRPS2 MSANTD3 MSANTD4 MSN MTFR1L NAGK NCBP1 NCSTN NELFB NELFE NHP2 NME6 NOMO1 NOP10 NOP56 NOSIP NUDCD1 NUDT16 OAT OPN3 ORMDL2 OSBPL2 OTOG P2RY6 PABIR1 PAGR1 PAPSS1 PATZ1 PDCL PDF PLAUR PLEKHA7 POLA2 POLR2B POMP PPP2CB PPP3CC PPT2 PRKCB PRMT5 PROCR PSMB7 PYY RAB11A RAB18 RABGGTB RETREG2 RPAP2 RPL5 RPS6 RTCB RXYLT1 SAE1 SASH1 SEC31A SIMC1 SLC12A4 SLC35A4 SLC41A1 SLC52A2 SLK SMARCC1 SMIM30 SNRPA SNRPD1 SNRPD2 SNX15 SOCS4 SOD2 SORCS1 SP3 SPAG7 SPRYD4 SRP9 SRRT STAG1 STT3A SUGP2 SYNCRIP TBRG4 TESK1 TGM2 TIMM8A TNC TNFRSF21 TP53BP1 TPRG1L TRAPPC1 TRMT112 TTC39C TTI1 UBE2M UBP1 UBQLN1 UXT VPS29 WDR13 ZBTB22 ZNF287 ZNF330 ZNF362 ZNF600 GSE17721_POLYIC_VS_GARDIQUIMOD_8H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_POLYIC_VS_GARDIQUIMOD_8H_BMDC_UP ABCB1 ABCG1 ABTB1 ACTB ADCK1 ADCY7 ADK AKT3 ANAPC5 ANKIB1 ANPEP APAF1 ARFGEF1 ARRDC4 ARSI ART3 ASB11 ASCL2 ASF1A ATM ATP13A2 AZGP1 B3GNT8 BARD1 BATF2 BNIP3L BST2 BUB1B C11orf68 C2 C6orf58 CAAP1 CABP2 CADM3 CAMK2D CD164 CD80 CDC42SE1 CES1 CHCHD7 CHD4 CLK3 CNTRL CRAT CRISP2 CTDSP2 DCLRE1A DDX4 DGKA DGLUCY DHCR7 DHFR DHRS7 DIO2 DNAJC5 DNAJC8 DYRK1A EGR1 EPSTI1 ESYT1 FAM3C FAM53A FBLN2 FBXO4 FBXW7 FITM1 FLII FYN GCA GCG GLA GPR37 GRB2 GRK1 HDDC2 HEBP1 HES1 HEXB HFE HINT2 HLA-B HMG20B HSCB HSPB1 HTRA1 ICA1 IDNK IFFO2 IFI30 IFT74 IGBP1 IL10RA ILK ING2 IP6K1 IRF8 ISG15 ISL2 ITPRID2 KCNN2 KDR KLF3 LPAR1 LRP4 LRRN1 MAD2L1BP MAGI1 MCM7 MOV10 MRAP MRC1 MSI2 MX2 MYL2 MYO9B MYOM1 NAXE NFATC1 NFKBIE NINJ1 NLGN2 NRDE2 NRROS NTM NTS NUDT9 NUF2 OAS2 OGFRL1 OSBPL9 OTX2 PCDHB10 PLA2G2D PLAAT3 PLXDC1 PNRC1 PSD PSME4 PTGER2 PTPA PTPN18 PTS RASA4 RBMS1 RBMS2 REEP3 REG1B REST RFC2 RGL2 RGS14 RHOV RNASET2 RNF115 RNF135 RNH1 RNPEP RPL13A RSRP1 S1PR3 SASH3 SERTAD1 SLC23A3 SLC25A17 SLC30A1 SLC44A2 SLC66A1 SMPD3 SNX16 SNX20 SOCS6 SP4 SSBP3 STARD3 STAT3 STK39 STK4 STX5 SUB1 SUGT1 TBC1D13 TBL1X TEP1 TLR4 TM2D2 TMEM101 TNS1 TOX4 TP53INP1 TPPP3 TPST1 TRIM6 TSC22D3 TTC39B UBAC1 UBE2B UTRN VWA5A ZC3H3 ZFP36L2 GSE17721_POLYIC_VS_PAM3CSK4_0.5H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_POLYIC_VS_PAM3CSK4_0.5H_BMDC_DN AADAT ACVR1 ADAM2 ADAMTSL5 ADAT1 AGAP3 AGL AGTRAP AHCTF1 AKAP8L ANGPTL2 ANKH ANKRA2 ARFRP1 ARHGAP35 ATAD2B ATF1 BCAS2 BECN1 BNIP2 C1R C5orf15 C6orf120 C6orf62 CAMK2A CAV1 CCDC71L CCL13 CCL20 CCNQ CDADC1 CDC42SE1 CDIP1 CHD7 CHIC2 CPPED1 CRTAP CST7 CUTA DDHD2 DENND4B DIS3 DLD DLG3 DNAJB9 E2F8 EDEM1 EHBP1L1 EIF3L EIF4EBP2 ELAC2 ELK4 ELOF1 ELOVL7 ELP3 ENTPD1 EPHA6 ERBIN ESCO1 FASTKD5 FBXO11 FBXW11 FBXW7 FCER1A FGL2 FKBP11 FTL GALK1 GAST GDE1 GPNMB H2BC5 HADHA HAS3 HSPA9 IFITM2 IFNAR2 IFT81 IL10RB IL6ST IQSEC1 IREB2 JMY KANSL1L KAT2B KBTBD2 KCNK13 KCNN4 KIAA2013 LAMA3 LAPTM4A LMAN1L LTBP3 MAFG MARCHF7 MAST2 ME1 MGAT2 MGAT4C MMADHC MPEG1 MRM3 MTERF3 MTFR1 MTMR14 MUC1 NANOG NAT2 NCOA6 NCOR1 NFYA NMNAT3 NR2F1 NSF NUDT3 OAS2 OSBPL11 PARP12 PCSK2 PES1 PFN1 PGAM5 PHLDB1 PIK3C2A PNKD POLG POLM PPBP PRDX6 PRPF38B PRRC1 PTBP1 PTGER2 PTGR1 PTOV1 PTPRE PTPRS R3HCC1 RABEPK RALGDS RARS1 RASAL3 RBL1 RDH13 REEP2 RIF1 RIN2 RIPK4 RNF128 RNF44 RNFT1 RP2 RPL3L RPS3A RXRA SAE1 SAP30 SC5D SENP2 SLC25A30 SLC39A11 SLC6A2 SLF2 SP7 SRGAP1 STARD3NL SUN2 SUPT20H SYNGR1 SYP TAL1 TARDBP TBK1 TCAP TEC TEN1 TMEM9 TP53INP2 TRIM2 TRIM26 TRPV4 TSHZ1 TSPAN4 TTC1 TTC30B UBC UBE2D1 UBE2N UBE2O UNC13B UPF3B USO1 USP15 USP25 VPS35 VRK2 WBP2 XPO4 ZMIZ1 ZNF276 GSE17721_POLYIC_VS_PAM3CSK4_0.5H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_POLYIC_VS_PAM3CSK4_0.5H_BMDC_UP ACAA1 ACADS ACBD6 ACOX2 ADIG AKR1C3 AKR7A2 ALOX15 ANKRD54 AP3B2 APIP ATF5 ATP5IF1 B9D2 BHLHE41 BMPR2 BST2 BTK C11orf68 C21orf62 C6orf132 CABP7 CCDC198 CCND2 CD72 CDK4 CDKAL1 CDKN2D CELA1 CENPH CENPN CGA CHCHD6 CLCNKA CLIC3 CNOT6L COCH COL6A3 COPS7B CPA1 CUTC CX3CR1 DACH1 DEPDC1 DGAT2 DGCR6 DNASE1 DNER DOLPP1 DUSP16 DYNLT4 ECH1 ELAVL3 EPHX2 EPRS1 EQTN FAM193B FGF20 FGF3 FIBIN FLT4 FZD3 GAB2 GPR87 GPRC5B GRAMD2B GSK3B HASPIN HNF1B HOXD13 HSCB HYAL3 IBSP IFIT1B INO80 ITGB1BP2 JAG2 JPH1 KDELR2 KLK4 KLK6 KRT82 KRTAP15-1 KRTAP8-1 LCE3B LHPP LMBR1L LRRC41 LSG1 LTBP2 LY96 MDH1 MED22 MED28 MEPCE MIA2 MIB1 MKKS MNX1 MRPL30 MRPL44 MRPL49 MRPL52 MRPS15 MYBPH MYO5B MYT1L NBEA NBN NCKAP1 NDUFB11 NEFH NEU2 NHERF2 NHERF4 NID1 NMBR OLFM3 PACRG PAM16 PEX14 PHF5A PIP5KL1 PITX1 PLA2G12B PLAAT3 PLAC8 PLEKHG2 POLD4 POLR1D POMC PON1 PPP1R17 PRKAB1 PRKCQ PRMT1 PRPH PRSS37 PSMB9 PTGDR PWP2 RASGRP2 RBX1 RGL2 RHOD RNF181 RPL14 RPL39 RPS6KL1 SALL2 SARS1 SEMA3C SH3GL2 SHOX2 SLC38A3 SLC6A14 SLC8A1 SMCO4 SNRPD3 SORCS2 SOX6 SP4 SP6 SPAG7 SPRR3 SSBP3 SSU72 STARD10 SYNC TECTB THOC3 TINAG TK1 TMEM175 TMEM258 TMPRSS2 TNFRSF13B TNKS2 TNNC1 TNS2 TSC22D1 TTYH1 TWIST1 TXNRD3 USP13 UXT VGLL1 VN1R5 VPREB3 VSIG2 XRN1 YEATS4 YPEL3 ZFP82 ZFPM2 ZNF18 ZNF354B ZNF821 ZNRF1 ZP3 GSE17721_POLYIC_VS_PAM3CSK4_12H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_POLYIC_VS_PAM3CSK4_12H_BMDC_DN ABCB10 ACADM ACSS2 ACTR6 ADORA2B ADSL AKR1B1 ANP32A AOAH AP3S1 ARCN1 ARHGAP24 ARHGDIA ARHGEF1 ARL1 ARL6 ATP1A3 ATP5MC1 ATP6V0B BTG2 C19orf53 CALU CARMIL1 CDC34 CDR2 CHEK2 CLCC1 CLEC4A CLUH COQ9 COX6C CS CTBP2 CTU1 CX3CR1 CYB5R1 DDB1 DENR DGKZ DHRS1 DHX15 DIS3 DNAJB6 DOLPP1 DRG1 DRG2 DYNLRB1 EBPL ECI2 EEFSEC EIF3A EIF4B ELOVL1 EMC10 EMC7 EPS15 EXOSC10 FAM50A FCGR2A FKBP15 FTH1 GABARAP GCLC GGH GLMN GLRX3 GORASP1 GPR180 GPS1 GPX6 GRK2 GRK6 GTF2B HNRNPDL HNRNPR HOXC13 HSBP1 HSP90AA1 HSP90B1 IDH1 IDH2 IL1RAP IL36G IMPDH2 ITGAL ITGB1BP1 ITSN1 JADE1 JAG1 JAGN1 KCNA3 KIF3C LMO4 LRRC59 LYPLA2 MAP3K8 MARCHF6 MCM2 MCM7 METAP2 MFSD10 MFSD14A MICOS13 MMP8 MMUT MOB4 MPND MRPL12 MRPL21 MRPS7 MTDH MTF2 MTRR MVK MYADM MYL6 MYLIP MYO1B NAA60 NABP2 NCBP2 NCF2 NOA1 NSDHL NTPCR NUDCD1 NUDT2 NUP210 NUP85 PBDC1 PDE8A PDXDC1 PGRMC2 PHYKPL PLAUR PMP22 PMS2 POLR2E POLR2H PRDX1 PREB PRPF8 PRSS35 PSMA8 PWP1 RAB14 RETREG1 RGS19 RNF187 RPAP3 RPIA RPL23A RPRD1A RPS27L RRN3 RWDD4 S1PR1 S1PR5 SAMM50 SAP18 SARNP SDHC SEC61B SEMA4A SEPHS2 SEPTIN7 SLAIN2 SLC25A10 SLC35A1 SLC41A2 SLC7A13 SLCO3A1 SNRPD2 SNRPG SORT1 SPRYD7 SREBF1 SRP14 SRSF10 SRSF6 STAMBPL1 SUCLA2 SYNJ2 TIMM10 TIMM17B TIMM50 TMEM165 TMX1 TPTE TRIM59 TRPV2 TSKU TSR2 UFM1 UTP18 WDR83OS WNK4 YAE1 ZMYM1 ZNRD2 GSE17721_POLYIC_VS_PAM3CSK4_12H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_POLYIC_VS_PAM3CSK4_12H_BMDC_UP ABCG1 ADISSP AKAP12 AKT3 AMDHD1 ANKFY1 ANPEP AP3B1 APOD APOOL AQP3 ARF6 ARL4A ARL4C ASB11 ATAD1 ATP6V0A2 AVL9 BCL9 BHLHE41 BIRC2 C19orf25 C6orf62 CASP7 CBLC CCL19 CCNL1 CD300A CDC42EP4 CDKN1A CDYL CEACAM21 CEMIP CERT1 CES4A CHRD CIPC CLN8 COL14A1 COL1A2 COX18 CPTP CSNK1D CST3 CTSC CTSG CUBN DIO2 DNASE2 DNPEP DNTTIP1 DTX1 EAPP EFNA4 ENG EPB41L2 FBXO16 FHDC1 FZR1 GALNT16 GATA4 GHR GNAZ GRIK5 GTF2F1 GUCD1 HDAC1 HOOK2 HSCB ICAM2 IDNK IFFO2 IGBP1 IGFBPL1 IL10RA IL2RA IL2RG IL33 IRF8 ITGB7 ITM2C KCNN2 KDM3B KIAA1143 KIF11 KIF3A KYNU LACTB LARP1 LAT2 LIN37 LRRC8C LYRM1 MAN2A1 MAPRE2 MED12 MICAL2 MICU1 MLF2 MSANTD2 NASP NAT1 NCK1 NDRG2 NES NFIA NFKBIB NKD2 NLGN2 NQO2 NRBP1 NRDE2 NTS NUDT13 NUDT9 OCIAD1 PCCA PCMT1 PCMTD1 PCYT1A PEAK1 PFKFB3 PHGDH PIGO PKLR PLEKHA2 PLEKHF2 PLEKHN1 PLEKHO2 PLEKHS1 PLXDC2 PMF1 POLB PPDPF PPP1R11 PPP4R1 PRKX PSMA4 PSMB6 PSME2 PTGDR2 PURG RASA3 RB1CC1 REL RIPK1 RNF167 RNH1 SAT1 SCNM1 SEH1L SELPLG SEPTIN10 SFN SH3RF1 SLC12A9 SLC15A4 SLC41A3 SLC9A1 SMC5 SNX4 SORL1 SPDL1 SPINT2 ST14 STAT4 STK24 STX4 STX8 SV2A SYNGR1 TAB2 TANGO2 TBK1 TBL1X TFG TH TIFA TIMP2 TLE2 TLR9 TMEM50B TMEM53 TMOD3 TNFRSF12A TP53INP1 TRIP10 TUBA8 UBE2B UBE2J2 UBL7 USF1 USP15 USP47 UTP3 VGLL4 WNK1 WNK2 ZIM3 ZNHIT1 GSE17721_POLYIC_VS_PAM3CSK4_16H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_POLYIC_VS_PAM3CSK4_16H_BMDC_DN ABCC6 ABCD2 ACADM ACKR3 ACOX1 ADH5 ADSS2 AGFG2 AGPAT3 AGTPBP1 AHCTF1 AIFM1 AKR7A2 ALDH1A2 ALG3 ANXA3 APPBP2 ARFGAP3 ARHGEF12 ATOSB ATP1A1 ATP5F1B ATP5F1D ATP6V0B AURKAIP1 B3GALNT1 BDKRB2 BET1 C11orf24 C12orf4 C1GALT1C1 CAD CD320 CD48 CD70 CETN3 CLYBL COPB1 COPS6 COTL1 DAP DCUN1D5 DDB1 DDX46 DDX54 DEGS1 DEXI DGAT1 DHCR7 DRG2 DSTN DUSP16 ECPAS EEF1D EIF4A3 ELAVL1 EMC10 EMC6 EML3 ERH ERO1A FAM149B1 FASN FASTKD2 FCHO1 FOXK2 GANAB GAS7 GATD3 GLRX3 GP1BA GRK5 HAUS1 HBS1L HDHD2 HNRNPLL HOXC6 HSD17B10 HSP90AB1 HSP90B1 HYPK ID3 IFITM10 IFRD2 IFTAP IGFBP4 IL1RAP INTS6L IRAK4 LRP1 LRRC59 LRRK2 MAP3K8 MAPK14 MCM7 MED25 MEF2A MESD MLLT11 MNAT1 MRPL48 MRPL50 MRPL57 MRPS18B MRPS23 MSANTD3 MYB MYG1 NDUFB11 NDUFS2 NDUFS8 NDUFV2 NEAT1 NEK9 NFKBIA NOL7 NOTCH2 NPRL3 NSDHL NUP85 OPA3 PAFAH2 PAPSS1 PARP1 PEX11B PHKB PKM PKP2 POLR2H PPIB PPP1CC PPP3CC PPP6C PRKCI PRMT5 PSMC5 RAD18 RCN2 RCVRN RDH12 REX1BD RND3 RNF141 RNF19A RPL26 RPL38 RPP14 RPS2 RPS9 RRAS S100A13 SDHAF4 SDHC SEC31A SERF2 SERINC1 SHE SLC11A2 SLC35A4 SLC41A2 SMIM30 SNCA SNRNP25 SPIDR SREBF2 SRP9 SS18 ST3GAL5 SUOX SURF2 SYPL1 TARS2 TCEAL9 TFAP2A TIMM8A TIMM8B TMEM165 TMEM184C TMEM205 TOP1 TOP2A TP73 TRA2B TRIM27 TXLNB TXNDC5 TYROBP UBALD1 UBXN8 UQCR11 UQCRFS1 UTP25 UXT WAS WBP2 WNT8A YIPF4 ZDHHC20 ZNRF1 GSE17721_POLYIC_VS_PAM3CSK4_16H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_POLYIC_VS_PAM3CSK4_16H_BMDC_UP ACADL ADNP AEBP2 AGGF1 ALDH18A1 ALDH1L1 ALS2CL ASB11 ASGR2 ASH1L ATL3 AVL9 BRDT BRMS1 BUB1B CA13 CAAP1 CASP8 CCNA1 CCNG2 CCNJ CD274 CD68 CDS2 CHTF8 CKB CLCN7 CLN8 CMTM6 CORT CPT1A CPTP CRIP1 CST3 CTTN CUTC CWF19L1 DCAF11 DDX3Y DIPK1B DPCD DPYSL5 EEPD1 EFR3A EIPR1 ENC1 ENTPD1 EPB41L2 ETV6 F10 FBN1 FOXA3 FSCN1 FYCO1 GCNT2 GPCPD1 GPS2 GREM1 GRM1 GTF2A1 HDAC5 HDAC7 HMGB2 HPS4 IDS IFFO2 IFT22 IL10RA IL12RB1 IL12RB2 IL21R IL33 ILRUN INHBA INPP5K INPPL1 ITGA4 ITPA KAT2B KIAA0319L KRT82 KRTAP21-1 LAPTM4A LASP1 LEP LLGL1 LYL1 MAML2 MANSC1 MARVELD2 MAT1A MLLT10 MLXIP MMP19 MNT MOCOS MORC3 MSH4 MSRB1 MTA1 MVP MXD1 N4BP3 NAA20 NASP NKX2-4 NRBP1 NSG2 NSMCE3 OCIAD1 PCYT1A PDCD10 PDE4A PHLDA2 PI4K2A PIAS1 PIK3R1 PIM1 PLEKHF2 PLEKHO2 PLGRKT PMEPA1 PRKX PRPF4B PRR15 PRRC2A PRRG2 PTK6 PUM2 RAB8A RAP1B RASD2 RASSF8 RBM15 RBM22 RBMS1 RBMS2 RCOR1 RENBP RIPK3 RNF130 RNF149 RPAP1 RRAGC RRAS2 RTN4 RYR1 SCAMP2 SERPINC1 SGTA SH2B3 SHARPIN SLC15A4 SLC25A45 SMC5 SMPDL3A SOCS2 SPI1 SPPL2A SRC SRRD ST8SIA1 STAB1 STARD3NL SYNGR1 TANGO2 TAS2R4 TAX1BP1 TBC1D15 TCTA TFG TFIP11 TGM2 TIMP2 TIPARP TLE2 TMA16 TMCC3 TMCO3 TMEM184B TMEM229B TMUB2 TNFAIP8L1 TNFRSF9 TRAF2 TRDMT1 TSPAN2 TTC1 TXNDC17 UBC UBOX5 UNC50 VOPP1 VPS35L ZFYVE27 ZNF276 ZNF385A ZNF740 ZNHIT1 ZYX GSE17721_POLYIC_VS_PAM3CSK4_1H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_POLYIC_VS_PAM3CSK4_1H_BMDC_DN ACTN4 ADCY8 ADM ADORA2A ADSS2 AFF4 ANAPC11 AP1G1 ARIH2 ATP5PF ATP6V1A BIRC3 BLNK BMP6 BRD2 CADPS CBX4 CCDC186 CCL13 CCL2 CD274 CDC42EP3 CEBPB CEMIP2 CEP104 CHD1 CHIC2 CHKA CIDEB CISH CLEC4D CNTNAP2 COL4A5 CRELD1 CRLF2 CSMD1 CSTF3 CXCL6 CYBRD1 DHRS1 DHX38 DLD DLST DMBT1 DMP1 DNAJB11 DNAJC24 DNASE1L2 DOCK8 DPEP3 EFS EPHA2 EREG ERRFI1 ETS2 ETV3 FAM98A FCGR2B FHL1 FHOD3 FOSB FPR1 GABRB2 GATA2 GHR GPNMB GPR3 GSPT1 GTF2B GUCY2C HCAR2 HDAC5 HERPUD1 HIP1R HLA-G ICAM1 ICOSLG IL10RA IL12A IL17D IL7R INTS12 ITGAX ITPRID2 JAG1 JAK1 KAT6A KCNA3 KIF11 KLF7 KRT84 LCP2 LDLR LMBRD1 LRRC4 LTV1 MADCAM1 MARCKSL1 MATK MCOLN2 MECOM MED21 MET MMP14 MTMR7 NAA11 NCK2 NCOA2 NEDD9 NLRP3 NPY4R NRROS NUS1 PABIR1 PDE4B PDGFB PDLIM1 PFKFB1 PFKP PGAP4 PI16 PIM1 PIM3 PKP2 PLA2G4A PLAT PLEKHO2 PRIM2 PTGR3 RABEP1 RAP1B RASGRP1 RELL1 RFX1 RIPK2 RND3 RNF111 RNF19A RNF19B RPS6KA2 RRS1 RTBDN RUNDC3A RYR1 SBDS SDC1 SGMS1 SHROOM3 SLC12A1 SLC15A2 SLC23A2 SLC25A25 SLC41A1 SLC9A8 SLFN12L SMARCA4 SNAPC3 SNX12 SOX2 SPATA13 SPPL3 SPRR3 SPRY1 ST3GAL1 STAC2 STARD4 SYK SYNGR4 SYNPO2 TAF7 TAMALIN TFF1 TGM2 TIPARP TLR2 TLR7 TMC2 TMCC2 TMEM132A TMEM39A TMLHE TNFRSF1B TNIP1 TOP1 TP53INP2 TPR TREM1 TRIB1 UBA1 UBE2A UBE2J2 UBE2Z USP13 USP16 USP9Y VEGFA VPREB3 YES1 ZAN ZFP36 GSE17721_POLYIC_VS_PAM3CSK4_1H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_POLYIC_VS_PAM3CSK4_1H_BMDC_UP A4GALT AKR1B1 ALDH9A1 ANGEL2 ARFGAP1 ARGLU1 ARL5A ARMC10 ARMC7 ATP5IF1 BDH1 BIRC2 BPNT1 BRDT BTF3L4 C1orf43 CALCOCO2 CAPN6 CASP1 CBFB CBLL1 CBLN3 CBX3 CCN4 CDC37L1 CHCHD1 CNN2 COA5 COMMD6 CORO1A COX19 CPTP CRYBA4 CXXC1 DAZAP2 DBNDD2 DBR1 DCXR DDX49 DHX36 DNAJC18 DNAJC5 DPH7 DUSP12 DUT DYNLRB1 EED EID1 EIF1AX EIF1B EIF4H EIF5 ELF2 ELOF1 ELOVL1 ENPP1 EPS15 EXOC8 FAM104A FAM120A FAM89B FIZ1 FKBP7 FKBPL FUBP1 GADD45G GDF10 GLTP GPX1 GTF2H1 GYG1 HCFC1R1 HCLS1 HLTF HNRNPUL1 HPS3 HSPA2 INO80E KCNMB1 KDM5C KLHDC3 KLHL9 KYAT3 LIPT2 LPGAT1 LSM3 LTO1 LUC7L LUC7L2 LYL1 MAGI2 MAU2 MCM7 MEA1 MED17 METTL6 MFAP1 MGAT2 MIA3 MIDN MOS MRPL50 MRPL51 MRPS15 NAPG NCAPH2 NDUFA3 NELFB NOP16 NOPCHAP1 NUDCD2 NUDT16L1 NXT1 OAS2 PABPN1 PARL PARP3 PDPK1 PGP PHF23 PLEKHG5 PLP1 PMS2 POLD2 PPIL4 PPM1G PPP2R5C PRR15 PSEN1 PSMB9 PTPN18 RAB13 RAB14 RAD54L RBM10 RBM5 RBX1 RECQL RFC1 RHOQ RNF114 RNF32 RPL12 RPS11 RPS15A RRP1B SARNP SEH1L SENP1 SERF2 SHARPIN SLC14A1 SLC25A4 SLC25A45 SLC25A46 SLFN12 SMC3 SMC4 SMC6 SMIM14 SNAPC2 SNIP1 SPRY4 SREK1 SUDS3 SYPL1 TBC1D17 TCIRG1 TECPR1 THUMPD1 TMEM140 TMEM223 TMOD3 TOPORS TOR4A TRPV6 TSC22D3 TSR3 TTF1 TTK UBP1 UNC50 VKORC1 VPS9D1 XBP1 YJEFN3 YTHDF2 ZCCHC3 ZDHHC4 ZFAND2A ZFP1 ZMAT3 ZMYM5 ZNF274 ZNF329 ZNF688 ZNF808 ZNF823 ZNF841 GSE17721_POLYIC_VS_PAM3CSK4_24H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_POLYIC_VS_PAM3CSK4_24H_BMDC_DN ABHD17A ACADVL ACTR6 ADAM17 ADAM9 ADSS2 ALDOA ALPK3 ANKH ANXA6 APPBP2 ARL1 ARMH4 ARMT1 ATP5MC3 AZIN1 B3GALNT1 BET1 BHLHE40 BLVRA BRAF BTF3L4 C11orf24 C21orf62 CAD CALCRL CAPZA1 CARMIL1 CCDC107 CCT4 CDC25A CDK1 CDK4 CEP55 CERS5 CHAC2 CHURC1 CLPB CNPY2 COPS6 CP CRTAP DACH1 DARS1 DDB1 DDHD2 DERL2 DGAT1 DHPS DIS3 DLST DNAJB6 DNAJC18 DYNLT3 E2F3 EIF4E EIF5A ELOVL1 ENPP2 ERRFI1 ESYT3 FAM174A FCHO1 FMC1 FTSJ3 GBE1 GK GMFG GNG2 GRHPR GSS GSTM3 HBS1L HCLS1 HCST HECTD1 HERC2 HM13 HSP90B1 IGFBP4 IL16 IL1RAP IMP4 IMPDH2 INSM1 IPO9 ITGAX KIF2A KLHL7 LAGE3 LDB2 LPCAT1 LRRC3B LRRC49 LRRC59 LSS MAD2L1 MAD2L2 MAFF MAP2K6 MBOAT7 MCM3 MCUB METRN MFSD1 MFSD14A MOB4 MRAS MRPL11 MRPL45 MRPL48 MRRF MSANTD3 MYEF2 NAB2 NCBP1 NCF1 NDUFA3 NDUFB10 NDUFB2 NDUFV2 NNT NPM1 NUP160 OTOG OTUD6B PBXIP1 PIGK PIK3CA PIM3 PIP PLCB4 PMPCA PNKP PPP1R14B PPP2R3C PREB PRIM2 PRKCI PRMT3 PRRC1 PRXL2B PTGES PTPMT1 PUM3 RAB34 RABAC1 RIOX2 RND3 RNF128 RNF19A RPL27A RPL37A RPL7L1 RPS15A S100A1 SDHC SEC61B SEM1 SERBP1 SLAIN2 SLC19A1 SLC1A2 SLC30A6 SLCO3A1 SMC3 SMIM30 SNRNP25 SNX18 SPN SPRYD7 SREBF2 SRP14 SRP19 SSBP4 STMN1 SWI5 TAF9 TAL2 TCEAL9 TEX2 TFB2M TMEM134 TMEM97 TRAM1 TXLNB UBE2C UBE2G2 UGGT1 UNG UQCRFS1 VCAN VIP WBP11 WBP2 WLS YIPF4 YWHAG ZMPSTE24 GSE17721_POLYIC_VS_PAM3CSK4_24H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_POLYIC_VS_PAM3CSK4_24H_BMDC_UP ABCG1 ACADL ACYP2 AIF1 AK5 ALDH1B1 ALLC APLP2 ARHGAP10 ARHGAP45 ARHGEF2 ARL14EP ARL6IP1 ASB11 ATF7IP ATG16L1 ATG3 ATP11B BAZ2A BMI1 BRWD1 C3orf14 CACNA1D CAPG CBFA2T3 CBX6 CCNE1 CCNJ CCNT2 CD151 CD200R1 CD46 CDC37L1 CDH20 CFLAR CLN8 COL10A1 COLEC12 COMTD1 COX15 COX18 CPNE1 CSK CSNK1G2 CSRP1 CTRL CTSB CYP27A1 DCLRE1A DDR2 DDX4 DDX5 DEK DEPDC7 DNASE1L1 DPEP3 DPM2 EXT1 F5 FAM120A FAM234B FAM3C FAU FBXW11 FGFR2 FUCA2 GCA GDA GIT1 GOT1 GPANK1 GPATCH1 GRN GTF2F1 HACE1 HINT3 HKDC1 HOXA11 IDS IFT22 INTS12 IRF8 ITPRID2 JARID2 KAT2B KATNA1 KCNK13 KLC4 KRT33A LAG3 LGMN LIPA LRRC8C LSR LUC7L3 LY75 MCM10 MED20 MMP19 MRPS30 MTBP MYO10 NAA20 NAAA NAGA NAV2 NCBP2AS2 NDRG1 NEU1 NONO NPHS1 NUDT13 NUMB OXCT1 PAPOLG PARP12 PDE6D PI4K2A PIK3CD PIP5K1C PITPNA PLEKHA2 PLEKHO1 PLOD3 PMM2 POLR1C POU3F2 PPP1R15A PROKR1 PRR14 PTCD1 PTS RAB8B RASSF8 RBCK1 RBKS RBM6 RELL1 RIC8A RMND5B RNF38 RPP21 RRP36 RRP7A RSPH9 RTF2 RUNX3 RXRB SCAMP2 SCAND1 SCIN SEC14L2 SEC22A SECISBP2 SENP3 SEPTIN8 SESN2 SFSWAP SFT2D2 SH3BP4 SKP2 SLC6A17 SMIM3 SMO SNAPC2 SNRK SORCS2 SORL1 SRP68 ST6GALNAC4 STAT4 STK24 STX8 SYS1 TANGO2 TCAF2 TCF7L2 TCOF1 TECPR1 TENM4 TFEC THAP12 THRAP3 THY1 TMA16 TMEM192 TMEM209 TMEM222 TP53INP1 TRIM32 TRPC4 UBC UBR4 VPS37B WDSUB1 YTHDF1 ZFYVE26 ZMIZ2 ZNF623 GSE17721_POLYIC_VS_PAM3CSK4_2H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_POLYIC_VS_PAM3CSK4_2H_BMDC_DN ABLIM1 ACOT1 ACTA1 ACTL7A ADAM12 ADIG ADSS2 AMBP AMHR2 AP2B1 AP4B1 APAF1 ARHGEF3 ATP2B2 ATP6V1H ATP8B3 BCL10 BET1L BLNK BLOC1S4 BOP1 BRI3 C2orf76 CD81 CH25H CHD1 CHID1 CHRNA1 CHST14 COL4A6 CRMP1 CRYBA4 CRYL1 CTSF CWH43 CYP11A1 DCBLD2 DNAJB12 DPF1 DRD3 DSCAM DTNB DUSP16 DUSP2 DYM E2F5 EBF3 EBI3 EDN1 EFEMP1 EIF3J EML3 EPHA2 EPHX2 ERAS ERRFI1 EXT1 FBXL3 FGF11 FJX1 FOXA1 FPR2 FST FZD5 G6PC1 GAD1 GLIS1 GPR84 GPR85 GRHPR GSPT1 GTF2B HAND2 HDC HELQ HERPUD1 HILPDA HMGB4 HNRNPLL HOXB1 HOXD1 HSP90AA1 ICAM5 IFNA1 IGHG1 IGSF6 IKBKB IKZF4 IL12B IL17RA IL1RAP IL1RN IL36A IL36G IL9 ITGBL1 ITIH3 JPH1 KCNK1 KIF2C KLF7 KRT1 KRT2 LAD1 LAG3 MAML2 MAP2 MAP3K8 MARCKS MCOLN2 MEF2A MET MFSD6 MGAT3 MKI67 MMD MNS1 MPZL2 MT2A MYO1B NFKB1 NFKBIB NFKBIZ NKX2-2 NPDC1 NR3C1 NSG2 P2RY14 PARP4 PDE6G PDX1 PELO PHLDA2 PIK3R1 PLAC9 PLAGL2 PLAT PLCL2 PLEKHG5 PLPPR2 PLXNA3 POLA2 POU3F3 PPP2R3A PRKD1 PROX1 PTBP1 PTGS2 PTPRG PUF60 RAB32 RABGEF1 RAD23B RBM4B RCSD1 REPIN1 RHOB RHOU RIMKLB RNF19B RNF2 RPS6KA2 RPS6KL1 RRAS2 S1PR3 SAA2 SAG SDS SEC61G SERPINB9 SFMBT2 SH3TC1 SHBG SHC1 SHD SLC12A4 SNRPB SOCS4 SOX9 SQSTM1 SRGAP2 SYT4 TAX1BP1 TBL1X TCF21 THBS1 THOC2 TIE1 TMEM243 TMEM39A TNFRSF10A TNFRSF19 TOP1 TPP2 TSC22D1 TSSC4 TYMS UBXN10 USP9X WDR48 GSE17721_POLYIC_VS_PAM3CSK4_2H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_POLYIC_VS_PAM3CSK4_2H_BMDC_UP ABCD2 ACOT8 ACOX1 AHRR AKAP10 AKIRIN2 ANAPC1 ANKMY2 ANKRD28 ARHGEF7 ARMC10 ARMCX2 ARPC5L ASB13 ATF1 ATF6 ATG3 ATP13A1 ATPAF2 B4GALT6 BID BMAL1 BRCC3 BRPF1 CARD19 CASP8AP2 CCL13 CD200R1 CDC25A CDC37L1 CDK2 CDK9 CEP350 CEP68 CHST12 CIAO1 CLASP2 CLASRP CNR2 COX15 CPTP CSTF1 DBF4 DDHD2 DHX8 DIPK2A DNAJA3 DNMT1 DOLPP1 ELF2 ENTPD4 ETFBKMT ETNK1 EVI2A FAIM FAM3C FAM8A1 FBXW7 FEZ2 FGD2 FIGNL1 FKBP1A GATC GLCCI1 GYPC HASPIN HAUS3 HBEGF HLX HMGXB4 IFFO1 IL21R IMP3 INPP5D INPP5E INTS5 JUN KCNK13 KIF2A KMT2A KMT2E LGALS3BP LMBR1 MACIR MAFB MAP3K14 MAP4K1 MAST3 MED1 MED22 MED23 MGA MGAT2 MORC1 MRPL35 MRPL43 MRPS23 MS4A6A MSL1 MTMR10 MX1 NARF NECAP1 NEK7 NEK9 NFIL3 NMNAT3 NPRL2 NR2C2 NSMCE3 NSMF NUDT13 NUDT16 NXF1 OGFOD2 ORC5 PAGR1 PALD1 PAPOLG PDGFC PHF5A PIP4P2 PISD PITPNC1 POLK POLR3A PPARGC1B PPM1G PTGER2 RAB9A RAD1 RAD51D RAD54L RAI1 RASA1 RBM18 RGCC RREB1 RRP8 RSRP1 RXFP2 SCAF4 SCRIB SERF2 SESN1 SEZ6L2 SH3BP2 SIKE1 SIRT7 SKP2 SLAMF8 SLC25A28 SLC37A1 SLC44A2 SMG5 SMYD2 SNHG8 SNRK SNX19 SNX2 SNX30 SPATA5 SPEN STX12 SYNPO SYS1 THAP12 TM2D2 TMEM134 TMEM140 TMEM192 TMEM229B TMEM268 TMEM51 TOR3A TRAF3IP2 TRIM39 TRMT1L UBA7 UBAC1 UBE2D1 UBE2G2 UBE2L6 UBE2R2 UCHL5 UQCC1 USP36 USP38 VGLL4 WFS1 XBP1 XPR1 ZC3H8 ZKSCAN3 ZNF274 ZNF322 ZNF426 ZSCAN21 ZUP1 ZYG11B GSE17721_POLYIC_VS_PAM3CSK4_4H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_POLYIC_VS_PAM3CSK4_4H_BMDC_DN AAMP ABCC1 ACADVL ACLY ACTR1A ADORA2A ADSS2 AFF4 ALAS1 ALPG AOAH APBB1IP APBB2 ARF3 ARL8B ASAP1 ATF2 ATOSB ATP6V1A BRAF C18orf32 CAB39 CAMSAP1 CASP7 CCT8 CD247 CD72 CDK2AP1 CDV3 CHMP7 CIAO2B CLEC10A COL26A1 CPS1 CREB3L4 CREBZF CRLF2 CTNND1 CYP39A1 DAZAP1 DDOST DDX54 DENND4B DHX40 DIMT1 DMAC1 DNAJC21 DPH5 DYNLT3 E2F4 EDEM3 EGLN2 EIF1AX EIF3A EIF3E EIF6 EMC6 ESRRA EXOC8 FAM8A1 FASN FBXO22 FCHO1 FIS1 FKBPL FN1 FSCN1 FYB1 GDAP2 GPR137B GPR155 GTF3C4 GUCD1 H2AX HACD3 HDAC2 HGSNAT HOXA3 HRAS HSPA1B HYCC2 IER5 IFITM10 IFNGR2 IGSF9 IL1RAP IYD JAGN1 JDP2 KCTD4 KDM4B KIAA0319L KICS2 KLHL36 LAMTOR3 LCP2 LFNG LMBRD1 LSS LTN1 MAPK8 MBD3 MEMO1 MFSD5 MKKS MMACHC MRPL44 MRPS14 MRPS17 MSL2 MUSK MYADM NGRN NNAT NOP10 NOSIP NT5DC3 NUP62 OLR1 ORMDL2 PAFAH1B1 PDCD4 PDE12 PDE8A PDZK1IP1 PER1 PGS1 PHB2 PHF12 PHYKPL PLEC PNN PRELP PRKAR1A PRPF39 PSMC6 PWP1 PXN QSOX1 RAB6A RALB RANBP3 RAP2A RBM15B RBM4 RCL1 RDH10 RFFL RGS5 RILPL2 RNF145 SACM1L SBNO1 SELENOS SEPTIN11 SHC1 SIGLEC7 SIRT2 SIRT7 SLC25A33 SLC44A1 SLC4A2 SMIM7 SMOC2 SNX18 SPRYD3 SRD5A3 SSR1 SSTR3 STEAP1 STYX SUOX SURF4 SWAP70 SYK TAF1C TIMM23 TMED7 TMEM165 TMEM39A TNFRSF1B TP53RK TPBG TPP2 TRAPPC1 TTL TUBB2A UBE2G1 UBE3C USP47 VCP VPS29 VTI1B WDR45B WDR6 WRNIP1 WSB1 YAE1 ZBTB11-AS1 ZNF638 GSE17721_POLYIC_VS_PAM3CSK4_4H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_POLYIC_VS_PAM3CSK4_4H_BMDC_UP ACADM ADAM23 AIF1 APLP2 APOOL ARFGEF1 ASL ATG3 ATP5IF1 ATP6V1B2 ATP6V1D BAG1 BAZ2B BCAR3 BCAS2 BHMT2 BLTP1 BRDT C3orf14 C6orf62 CAMK2B CASP4 CBR3 CCL5 CCND3 CCNG1 CCNJ CCPG1 CCR7 CDCA5 CEBPZOS CHMP4B CLEC4M CLEC5A CLIP1 CSNK1D CUL7 DCTPP1 DNAJC10 DOCK1 DPH6 DUSP6 ECE2 ECHS1 EIF4ENIF1 ELK4 ELMO1 ENDOG ENPP2 ERGIC1 EWSR1 EXT1 FAM117A FAM89B FANCL GBP2 GLIPR2 GPBP1L1 GRAMD2B GRAMD4 GTPBP2 GYG1 HASPIN HAT1 HAUS8 HBEGF HELZ2 HMGB1 HNRNPUL1 IFI30 IKZF1 IL6R INPP5D IP6K1 ITPRID2 KDM3B KLF6 KRT84 LAMTOR1 LAPTM4A LIPA MALAT1 MAPK13 MAPK9 MCM10 MCM7 MESP2 MGLL MIA2 MIX23 MOCOS MOV10 MPST MRPL39 MRPS26 MSRA MTFR2 MYL11 NCKIPSD NDUFA9 NECTIN4 NEK7 NUP153 OLFM1 P2RX5 PAICS PAPOLG PARP1 PCTP PCYT1A PDSS1 PEX3 PI4K2A PIK3CD PITPNM1 PKIB PLCL2 PLPP2 POLD1 PRCP PRNP PRR15 PRTN3 PSIP1 PSMA4 PSMB8 PTPN2 PTS PXMP2 RAB33B RAB9A RACGAP1 RAMP3 RBCK1 RGS20 RHOU RPL38 RPP21 RPS19 RPS21 RTCB SARAF SASH1 SASH3 SDC3 SFMBT1 SFXN2 SGK3 SH3BP1 SH3BP2 SIAE SKIC2 SLC12A9 SLC26A3 SLC4A8 SLC52A3 SLC7A8 SLIRP SMPDL3A SNAP29 SORL1 SPN SPOP SRPK2 SSBP1 STARD8 SUDS3 SUMF1 TAL1 TCOF1 TEFM TEP1 TEX9 TFG TLE6 TMEM106B TMOD2 TNFSF8 TOPORS TOR3A TPK1 TSC22D1 TSC22D3 TSPAN13 TSPAN4 TXNDC16 UBAC1 UBE2R2 UGDH USF1 USP1 USP15 VAMP8 VPS37B VPS72 VRK2 WARS1 WASHC4 ZBTB8A ZNF318 GSE17721_POLYIC_VS_PAM3CSK4_6H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_POLYIC_VS_PAM3CSK4_6H_BMDC_DN ABHD5 ACAD9 ACLY ACRBP ADCY9 ADORA2B AIFM1 AKR1B15 ARHGAP1 ARHGAP35 ARHGDIB ARMT1 ATP1A1 ATP6V1A BIRC5 BRCA1 BTF3L4 C1QTNF4 CCDC115 CCDC43 CCT3 CCT4 CCT7 CCT8 CD38 CDC6 CHADL CKS2 CLMP CLPP CLSTN3 COA3 COL5A1 CRABP1 CTDP1 CYFIP2 DARS1 DDT DEGS1 DGKZ DHRS7B DIABLO DLG1 DNAJB2 DNAJC2 DRG1 EIF2B5 EIF2S3 EIF3B EIF3L EIF4A1 EIF4H ELAVL1 ELK3 ELOC EMC7 FAH FCER1G FERMT3 FNTA FTH1 GALNT6 GMFG GNPDA1 GRK2 GSTA5 H2AJ HBS1L HECTD1 HERC2 HP HSD17B12 HSPA4 HTT HVCN1 IFNGR1 IL23A IRF3 KCNK10 KICS2 KLHDC4 KLHL21 KRTAP8-1 LARP7 LARS1 LPIN1 LRRC20 LSM2 LTV1 LYAR MAGI1 MAPRE2 MEF2D MKI67 MRM1 MRPL57 MRPS18A MRPS21 MRRF MYADM NAPG NCBP1 NCF2 NDUFA11 NELFB NMD3 NOL12 NUCKS1 NUFIP1 OCEL1 OSGIN1 PADI1 PAFAH1B2 PAFAH2 PARP16 PFKL PHYKPL PIGM PIK3C2A PIM3 PLA2G6 POLR2K POU2F2 PPARGC1A PPP1R14B PPP1R18 PPP2R1A PRKRIP1 PRMT3 PSMA1 PSMD4 PTGER4 PTPN11 PUM3 PURB PUS7 PWP2 QPCTL R3HDM1 RAB11A RAB40C RETREG1 RHOT1 RIC8A RMND5A RNF5 RRP36 RTN4R SDC1 SDHC SDHD SEC11A SEC31A SENP2 SF3B3 SFXN4 SHC1 SIRT7 SKP2 SLC14A1 SLC22A5 SLC39A9 SLC66A2 SMN1 SNAPC2 SNHG6 SRFBP1 ST3GAL1 STAC STK40 STT3A SUCO SYNPO2 TBPL1 TEX10 TIMM8A TMED7 TMEM120B TMEM165 TMEM184C TMEM203 TP53RK TRAF3IP2 TRAPPC2 TRAPPC4 TSR2 TUSC2 TXNL4A UBA2 UBAP1 UBL5 UFM1 UQCRQ USP34 USP9X UTP20 XYLT2 ZC3H18 ZFYVE16 GSE17721_POLYIC_VS_PAM3CSK4_6H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_POLYIC_VS_PAM3CSK4_6H_BMDC_UP AARSD1 ABHD16A ADGRE5 AEBP2 ANAPC13 ANGPTL2 ANKS1A AP1S2 APBB1 ARHGAP9 ATP6V1D AURKA AVL9 BCL2 BCL2L14 BLTP1 C3orf62 C4orf19 C6orf62 C8orf33 CALHM2 CAMK1D CAMK2D CASP9 CBX4 CBY2 CCL5 CD5L CEP350 CHST15 CLDN23 CLDND1 CMIP CPNE3 CRBN CRISPLD1 CSNK1D CUL4B CUTC CWC22 DAGLB DAPP1 DNAJC12 DNAJC4 DNAJC5B DNMT3A DOCK1 DPCD DPEP3 EDN1 EFS EHD2 ELK4 EPC1 EPS8L2 ETV6 EXOC4 FAM117A FAP FBH1 FBLIM1 FGD1 FGF13 FGF21 FNBP4 GAD2 GADD45B GLRX2 GRN HDAC5 HFE HIGD1C HMG20B HMGB1 HOXB13 HSCB IGFBP5 ITM2B ITPK1 ITPRID2 KALRN KARS1 KCTD12 KHDRBS1 KLF2 KRT31 KRTCAP2 LAT2 LPIN2 LRRC8C MCM10 MED12 MPZ MRC1 MRPL13 MTBP MTHFS N4BP2L1 NAAA NCAN NDRG4 NETO1 NFIL3 NGFR NPR1 NREP NUB1 NUDT9 NUP88 NXN OGFR OSBPL9 PACS2 PCBD1 PCCA PCK2 PDCD10 PDLIM1 PFKFB3 PGLYRP1 PIH1D1 PLCG2 PMFBP1 POLR3GL POU3F2 PPP2R5A PRCP PTGDS PTPN18 PXMP2 QPCT RAB13 RABEPK RABGAP1L RAD51AP1 RAG1 RBM17 RBMS2 RCOR1 RD3 RGL1 RHOH RIPK3 RNASET2 RNF214 S100A8 SART3 SEBOX SEMA4B SEPTIN10 SERHL2 SERINC3 SLC15A4 SLC35B2 SLC35C2 SLC37A1 SLC51A SLC7A8 SLU7 SMAD4 SMAGP SOS1 SPTBN1 SSBP1 STAG2 STOM STXBP3 SUDS3 SUMF1 SUN2 TAMALIN TAX1BP1 TBC1D1 TEP1 TLE4 TLR7 TM2D2 TMEM176B TMEM209 TNFRSF12A TOB1 TPM2 TREM2 TRIM6 TSPO TTC16 TTC39B UBE2D1 UBE2R2 UBR4 UBXN2B UNC50 UQCRC2 USB1 VPS37B WBP4 WNT8A XCR1 XDH ZBTB20 GSE17721_POLYIC_VS_PAM3CSK4_8H_BMDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_POLYIC_VS_PAM3CSK4_8H_BMDC_DN AATF ABCB6 ABL1 ACTR1A ACVR1B ADAM17 AKR1B15 ALAD ALDH6A1 ANXA2 AP1AR ARHGEF1 ARL2BP ARPC1A ASCL2 ASPM ATP1A1 ATP5F1B ATP5MC1 ATP5MC3 BAG6 BANF1 BLVRA BORCS5 BPNT1 BTF3L4 BYSL C18orf32 C9orf40 CCDC47 CDADC1 CDKN2AIPNL CDKN2B CEP250 CETN3 CHST12 CHUK CKS2 CLEC6A CLPB CLUH COMMD4 COQ3 CPEB2 CRAT CTDSP1 CYP2S1 DACH1 DARS1 DDX18 DHX15 DHX40 DIABLO DNAJC28 DNAJC3 DPH5 DUSP6 EIF1AX EIF3L EIF4H EML3 EXTL3 FAM174A FAM184B FASN FASTK FDPS FKBP15 FOXD2 FTL GALNT1 GEMIN6 GGH GM2A GRK1 GTF3A HDLBP HEATR6 HGSNAT HRAS IDH3A INTS7 JPH1 KCNA3 KIAA0319L KICS2 KLF5 KLHL21 KLHL36 KPNA1 LIPT2 LPGAT1 LSS LTV1 LUC7L MAP3K8 MAPK10 MBD3 MCAT MEA1 MLLT11 MORF4L2 MRPL20 MRPS16 MRPS2 MUC13 MYO7A NAA38 NAP1L4 NCKAP1 NDEL1 NDFIP1 NDRG3 NDST4 NDUFAF4 NDUFS8 NFYC NME3 NOP2 NPM1 NUDCD1 NUDCD2 NUP85 OLFM3 ORMDL2 OSBPL2 P2RY6 PABIR1 PAPSS1 PDXDC1 PHTF2 PHYKPL PLBD1 POLD2 POLR3K PPP2R5D PPP3CC PRDX5 PREB PRKCSH PRPF19 PSMB7 RABAC1 RAI14 RBX1 RECQL REX1BD RMND5B RPL23 RPL37A RPL9 RPS6 RTL8C S100A1 SEC11A SIMC1 SIRPA SLC26A4 SLC35A4 SLC38A1 SLCO3A1 SMARCC1 SMIM30 SMN1 SNRPB SNRPD1 SNX15 SOD2 STAG1 STARD7 SUPT16H SUPT20H SYNCRIP TAF10 TFEC THAP2 TMEM129 TMEM60 TP53RK TPRG1L TRAPPC2B TRMT2A TSR2 TTC13 TTC39C UBE2A UBE2M UMPS UQCRC1 UTP18 UTP6 WASHC2A XPR1 XYLT2 ZDHHC20 ZDHHC6 ZFP64 ZNF274 ZNF808 ZNRD2 GSE17721_POLYIC_VS_PAM3CSK4_8H_BMDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17721_POLYIC_VS_PAM3CSK4_8H_BMDC_UP AAMDC ABHD10 ACYP2 AKAP12 AKIRIN2 ANAPC5 ANKIB1 ANPEP AOX1 AP3M2 APAF1 ARFGEF1 ARHGAP12 ASGR2 ATG3 AVL9 BATF2 BCKDHB BRCA1 BZW2 C6orf62 CABP4 CBX4 CCL13 CCR1 CCR7 CDKN1B CERT1 CHD1 CHST15 CIITA CLYBL CNTLN COMMD5 COPZ1 COX20 COX6A2 CSRP1 CTDSP2 CUTC DDX4 DLGAP4 ECE2 ECHDC2 ELOA ETHE1 EVI2B FABP4 FAM3B FAM53C FAM83F FBXO4 FBXW7 FKBP10 FLII FOXK1 FRG1 FYN GINS4 GLA GLIPR2 GTF2F1 GTPBP2 HIPK2 HK1 HOOK2 ICAM2 IDNK IL10RA ING2 IRF9 ITSN2 KDM3B KLF10 KLF3 KLHL22 KRCC1 LAPTM4A LCK LGALS3BP LSR MACROH2A1 MAFB MAL2 MAN2A1 MARK3 MBD4 MBD6 MBNL1 MBTD1 METRNL MID2 MOB1A MRAP MRPL4 MSANTD2 MSRB2 MYLK2 NAA20 NAAA NBL1 NCOA4 NDRG1 NFKBIE NMBR NOTUM NPTXR NR1D2 NR1H2 NR3C1 NRDE2 NSMCE4A NTS OGA PBX1 PDLIM1 PER1 PKD2L2 PKIB PLEKHA2 PLSCR1 PMPCB PNRC1 POLB PPDPF PPP2R2A PRKX PROS1 PRR14 PSME3IP1 PTCH1 PTPN18 PTRHD1 PXMP2 RAB25 RAB5IF RARS1 RASA2 RBBP8 RBMS1 REST RGS10 RHOV RLF RRBP1 RSRP1 S100A8 S100PBP SELENOT SEMA4F SERINC3 SERPINB1 SGK3 SH3BP5L SLC43A3 SMAD4 SMAGP SMC5 SMPD3 SNX4 SP4 SPDL1 SPP1 SPTLC2 ST6GALNAC4 STAG2 STARD3NL STAT4 STK24 STK4 STX2 TAMM41 TAOK3 TBXAS1 TCAF2 TFG TIGD5 TMEM45B TNNI3 TOB1 TRDMT1 TRIM21 TRIP10 TRIP12 TRIP6 TSPAN31 TTC36 TTC39B UBC UBR4 UPK3B VCAN VIM VIRMA WAC WFS1 WNK1 ZBTB7B ZFAND6 ZNHIT1 GSE17812_WT_VS_THPOK_KO_MEMORY_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17812_WT_VS_THPOK_KO_MEMORY_CD8_TCELL_DN ABI3 ACTR1B ADAM11 ADAM17 ADORA2B AKT1 ANP32E AP1S2 APOBEC3B APP ARHGAP21 ASAP2 ASB2 ATAD2 ATF6 ATP5IF1 AURKA AURKB B4GALT4 BACH1 BID BIRC3 BRI3 BUB1 C11orf54 CA9 CACNB3 CADM3 CARMIL1 CCNA2 CCNF CCRL2 CCSER1 CD40 CD79B CDC42EP3 CDCP1 CDK1 CDYL2 CEBPD CENPF CENPS CEP55 CHKA CHTF18 CKS2 CRLF2 CSGALNACT2 CTBP2 CXCL10 CYBA CYTH4 DECR1 DEK DIAPH2 DLGAP5 DNAJB14 DOCK1 DUSP16 DYNLT2B EEPD1 ELAC1 ELL2 ELMO1 EME1 EML3 EPS15L1 ERLIN1 ESCO2 FAM174A FAR1 FBXW8 FCGRT FCHO2 FIGNL1 FLVCR1 GCNT2 GFPT1 GKAP1 GNG2 GPX1 GSG1 HAT1 HAUS5 HSD17B12 IAH1 ID2 IFT172 IMMP2L IQGAP1 ISCU ITGA4 ITPR1 KCNE3 KRT80 LAIR1 LAMTOR1 LANCL2 LIPE LITAF LMAN2 LPCAT2 MALT1 MAP3K14 MAP4K5 MAPRE2 MCM4 MCM7 MED30 MFSD10 MFSD12 MFSD14B MOB1A MYO1H N4BP3 NAGPA NAP1L1 NCAPG2 NCKAP1L NDST1 NEURL2 NFKBIE NLRP3 NOD1 NOSTRIN NPC1 NRM NSD2 PACC1 PAICS PAPSS1 PDGFB PFKFB4 PGAP6 PLA2G4A PLK4 POLD4 PRKCB PRKRA PRRC1 PTGR1 PTK2 PTPN3 RAB31 RAP1GAP2 RASGRP3 RBPJ RCAN1 RFC2 RNF135 RNF149 RRAGC RRBP1 SBNO2 SEMA4D SERINC3 SH3BGRL SIGLEC7 SLAMF7 SLBP SLC25A39 SLC2A3 SLC4A8 SLC6A12 SMC2 SNORD89 SNX10 SORL1 SPAG5 SPC25 STMN1 SULF2 SUPT3H SYCE2 TAX1BP3 TBC1D4 TEX9 TFDP1 TK1 TMED3 TMEM100 TNFAIP8 TOPBP1 TPX2 TRAPPC14 TRIM36 TRIT1 TSPAN31 TSPOAP1 TTK TYMS UBE2E3 UGDH UGGT1 USP11 VAMP8 WDR13 WDR41 ZCCHC3 ZNF516 GSE17812_WT_VS_THPOK_KO_MEMORY_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17812_WT_VS_THPOK_KO_MEMORY_CD8_TCELL_UP ACAP1 ACSL3 ACTN3 ACY1 ADD3 ADPRM ALDH6A1 ALDOA ANKIB1 APBB3 AREG ARHGAP29 ARHGAP31 ARHGEF18 ARID5A ARMC3 ARV1 BACH2 BCDIN3D BCL9L BDH1 BOLA2 C8orf82 CAPG CBR1 CCM2 CCS CD200 CDIPT CEP97 CERS4 CHCHD10 CISD3 CISH CPM CTPS2 CYTH1 DGKE DSEL EFCAB2 EIF3H ELOVL6 ELP3 EMG1 ENTPD5 EOMES EXOC6B FAM117A FAM118A FAM210B FAM3C FBXL12 FOCAD FRMD8 GALC GALNT10 GALNT2 GALNT7 GBP2 GBP7 GGACT GGT1 GOLM1 GPN3 GRAMD4 GRK6 GSTT2 GTF2I GUCA1B HBP1 HCST HECA HSD11B1 HSD17B10 ICAM2 IFT80 IGF2BP2 IGFLR1 IGHM IL18R1 IMPDH1 INPP1 INSL6 KCNA3 KCNAB2 KCNK10 KCNMB4 KCNN4 KLF3 KLF7 KLHL6 LDB1 LGR4 LHFPL2 LRRC75B LTA LY75 MACROD1 MAN1A2 MAT2B MEIS3 METTL8 METTL9 MIF MRPL58 MTFR1 NAA30 NARS2 NCK1 NDRG3 NLE1 NLK NMNAT3 NOP10 OCRL OSBPL9 OXCT1 OXR1 PARD6G PATJ PGK1 PIP4P2 PLXNA2 POLM POU6F1 PPARGC1B PPIC PPM1J PPP1R13B PRKCZ PRMT2 PRRC2B PSTK PTRH1 RAB23 RABIF RAC2 RALGPS2 RAPGEF6 RASA2 RASAL3 RCBTB2 RFFL RFTN1 RGS10 RHBDL1 RIPK3 RIPOR2 RNF19A RPL12 RPL13A RPL17 RPL30 RPL37A RPS2 S100A13 SARAF SDF4 SELL SFMBT2 SFXN4 SIGIRR SLC16A1 SLC17A9 SLC20A1 SLC35B3 SMCO4 SMOX SNX4 SOD2 SORCS2 STAMBPL1 STAT4 STIM1 STK4 SUN1 TANC1 TBC1D10C TDRKH TEX264 TMEM65 TNFAIP8L2 TNFSF10 TRAF3IP3 TREML2 UBXN6 UNKL USP3 UTP4 VIPR1 WASHC3 WDR4 XKRX XRCC4 ZAP70 ZBTB25 ZDHHC15 ZFP82 ZNF639 GSE1791_CTRL_VS_NEUROMEDINU_IN_T_CELL_LINE_0.8H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1791_CTRL_VS_NEUROMEDINU_IN_T_CELL_LINE_0.8H_DN ACO2 ACTN1 ADARB2-AS1 ALDH1A3 ANKZF1 ARAP3 ARHGEF9 ARTN ASAP1 ASMTL-AS1 ATP6V0A1 ATP6V0B ATP9B B3GALT5 B4GALT6 BAALC-AS2 BABAM2 BHLHE40 BRCA2 BRF2 BST1 C11orf21 C2CD2L C5AR1 CACNB3 CACYBP CAMK1 CAMK1D CCDC144A CCL24 CCR3 CD200R1 CD63 CD84 CDC37 CDKN1A CEACAM21 CELF2 CELF5 CEP97 CGN CHST11 CIART CLEC5A CNPY1 COL3A1 CTBP1-AS CYC1 DHRS4-AS1 DIAPH1-AS1 DNAH6 DNAJB5 DNAJC18 DOK1 DPH3P1 DPY19L2P3 DSG1 DTHD1 DTWD2 DUSP6 DYDC1 EFNA5 ENSG00000288011 EPHX3 EPOP EQTN EXT1 FAM89B FANCB FBP1 FGL2 FRMD4A FRY GAL3ST4 GHRHR GPNMB GPR65 GPR68 GSN HACD1 HCLS1 HTT IER5L IFNE IFT122 IHH IL12RB1 IL18BP IL1R2 IL1RAP ITGAM ITPKB JAM2 KANK4 KCNJ11 KCNK6 KCNT2 KDELR3 KITLG KLF17P1 KRT77 LIN54 LINC00308 LINC00857 LINC02995 MAGEA4 MEF2A MEX3B MOBP MYOF NAALAD2 NAP1L3 NCAPG2 NOTCH3 NOX4 NR2F2 NWD2 OFCC1 OPN4 OR2L1P OR5H1 OSTCP1 P2RX1 PAK1 PCDH7 PCSK7 PDLIM2 PKD2L1 PLA2G6 PLXDC2 POLR1G PPP1R13B PREX2 PSAPL1 PTCHD1 PTGS1 PTS RASAL2 RSPO3 RTL5 RUNX3 RXRA SCN8A SDHAP2 SEL1L2 SELE SERPINI1 SERTAD4-AS1 SH3BP5 SH3RF3 SH3TC1 SIGIRR SLAMF8 SLC26A11 SLC2A3 SLX4IP SMC1B SPATA6 SPATS2 SPECC1 SPINK5 SPTLC3 STX1A TCAF2 TEX19 TEX36 TEX41 TFAP2A TLL1 TMEM121B TMEM176A TMEM225 TMEM51 TRIM32 TUBB4B TUNAR TXNDC8 UBE2M UBTD1 UBTF UGT2B4 UPK1B VCAM1 VCP WDR91 WNT7A ZBED10P ZFPL1 ZNF442 ZNF532 ZNF568 ZNF630 ZNF736 ZNF8 GSE1791_CTRL_VS_NEUROMEDINU_IN_T_CELL_LINE_0.8H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1791_CTRL_VS_NEUROMEDINU_IN_T_CELL_LINE_0.8H_UP ACACA ACAD9 ACVR2A ADI1 AIFM1 AKR1B1 ALAS1 ALDH2 ALOX15 ALOX15B ANKMY2 ANP32B APOL1 APOL4 APOL6 APOO ARHGAP25 ARHGAP45 ARL4C ASB13 ASB14 ATRAID B4GALNT1 BLTP2 BTBD18 C17orf58 C1QB C1QC CCDC137 CCL17 CCL22 CCL26 CCL5 CD209 CD24 CEP164 CHCHD1 CHST7 CLEC4G CLTB COMMD1 COQ5 COX8C CPT1A CRYBG1 CUTC DAG1 DBI DCXR DHX35 DPYS ECH1 EEF2K EEPD1 EMB ENKUR EPOP ETV6 FCER2 FIG4 GANC GAS2L3 GGTA1 GRK3 GSDMD GSTM4 GSTP1 HDGF HHLA2 HNRNPA3P1 HSD11B1 HSPB1 HTR3A IL10RB-DT IL18R1 INF2 INTS7 INTS9 ITGB6 JADE1 KCNE1 KCNH2 KCNK6 KCTD14 KDM2B KDM4C KISS1R KRT2 LEO1 LHFPL6 MAF MALRD1 MAOA MAPKAPK5 MBNL1-AS1 MCRIP2 METTL7A MFHAS1 MGLL MGME1 MMAB MOV10L1 MPHOSPH8 MREG MRPL2 MRPS33 MS4A4A NAPRT NCAPH NDUFC2 NFXL1 NISCH NIT2 NOC4L NSUN4 NUDT16L2P NUP85 ORAI1 OSBPL7 PALLD PCCB PCYOX1L PDGFC PHPT1 PHYH PIEZO1 PLA1A PLOD1 POGLUT1 POLRMT PPFIBP2 PPP1R15B PPP1R7 PRADC1 PRPF31 PRPS1 PSME2 PSPH PTGER2 PYM1 QSOX1 RAB42 RAB8A RAD51 RBX1 RFX5 RHOF RNF181 RWDD2B S100P SCARB1 SFT2D2 SH3GL3 SLC10A1 SLC47A1 SLC4A7 SLCO3A1 SNRNP200 SNX1 SNX17 SPAM1 SPHKAP SPINT2 SRCAP SRI STIM2 SURF1 SURF2 SYNGR2 SYT17 TAPT1 TBX19 TENT5A THAP11 TIMM23 TKT TNFRSF11A TNFRSF4 TP53 TRIB2 TRMT61B TSSC4 TTC9C UBE2D4 UBTF UMPS UQCC6 XPC ZBED1 ZBTB46 ZC3H3 ZFP36L1 ZHX1 ZNF543 ZNF705G ZRSR2 ZZEF1 GSE1791_CTRL_VS_NEUROMEDINU_IN_T_CELL_LINE_12H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1791_CTRL_VS_NEUROMEDINU_IN_T_CELL_LINE_12H_DN ABI3 ACSBG2 ACSS3 ADAM5 AGPAT3 AK8 AP4S1 APOBEC3C APOL1 APOL2 ARFIP2 ARHGAP45 ARHGEF26-AS1 ARHGEF34P ARL5C ARSL ATXN3L AURKC BACE1 BAK1 BLID BTN3A1 C2orf50 CA14 CACNA2D1 CALHM6 CAPSL CAVIN3 CBX6 CCDC157 CCL25 CCN4 CERCAM CLDN4 CTLA4 CXorf58 DDX39A DGKI DMRTB1 DNAH10 DNAJC1 DNPEP DOK5 DTL DUSP8 DUXAP9 DYNC1H1 ELF4 ENKUR ENSG00000224715 ENSG00000230707 ENSG00000230725 ENSG00000267665 ENSG00000284837 EPB42 ESCO2 EXT1 FAM219A FAM241B FAP FAT4 FGFR2 GBP1 GHRH GIMAP8 GMPPA GNAO1 GNRHR2 GPR143 GPX2 GSDMD HAS2 HCAR3 HGD HLA-A HLA-DOB HLA-DPB1 HLA-DRB1 HLA-DRB6 HNRNPA1L2 HNRNPA3P1 HOXB-AS3 HSH2D HTR3A HULC HYOU1 IGF2BP3 IGFL1 IGHG1 IL12RB1 IL18BP IL20RB IQCH KEAP1 KIR2DS3 KLLN KRT2 KRT82 KRTAP4-12 LAMA1 LINC00029 LINC00309 LINC00930 LINC00957 LINC01904 LOXL1-AS1 LRP4 LUZP2 MAP10 MAS1L MCF2L2 MMRN2 MOBP MVD MYB NEUROD2 NHLH1 NIFK-AS1 NLRC5 NLRP8 NOMO3 NOSTRIN OCA2 OXCT1 PAK3 PATE2 PCDH17 PCDHGB5 PCLAF PCYOX1L PCYT2 PIM3 PLAAT4 PLAT PLEKHO1 POTEM PSMB8 PSMB9 PSME2 PTP4A3 PTPN3 PTPRF PTTG1 PUS3 RAB6B RBCK1 RBFOX2 RNF114 RNF24 RNFT2 RPL13AP17 RTCB SECTM1 SH3GL1 SIGLEC6 SLC10A1 SLC17A8 SLC7A3 SLC8A1-AS1 SLITRK2 SMIM24 SND1 SNORA17B SPAM1 SPRYD3 SPTA1 STAT1 TMEM214 TMEM253 TNF TRAF4 TRAFD1 TRIM56 TSPAN7 TUBA4B TXNDC11 UPB1 USH1C USP30-AS1 VN1R3 VPS9D1 VTCN1 VWDE WARS1 ZNF202 ZNF239 ZNF280A ZNF280B ZNF287 ZNF568 ZNF572 ZNF705G ZNFX1 GSE1791_CTRL_VS_NEUROMEDINU_IN_T_CELL_LINE_12H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1791_CTRL_VS_NEUROMEDINU_IN_T_CELL_LINE_12H_UP ABL1 ACACA ACAD9 ADI1 AGO2 AKR1B1 ALOX15 ANKMY2 ANKRD18A ANKS1B AP2M1 APBB1IP APMAP APOO AQR ARL4C ARMH3 ATP6V0D1 BLTP2 BLVRB BMAL1 BNIP3 BSG BTBD6 BZW2 C17orf58 CAMK1D CARD9 CCL17 CCL26 CCSAP CCT7 CD302 CDK5 CERK CHMP1B CHST7 CHTF8 CISH CLEC16A CNOT1 COG2 COQ9 CSE1L CTNNAL1 CUTC CYSLTR1 DCTN3 DDX18 DENND4C DNAAF2 DYRK2 ECH1 EEF2K EEPD1 EIF2B1 EMB EPAS1 ETV6 FAM110B FAM89B FBXO42 FCER2 FCGRT FH FLVCR2 FMNL3 GAB3 GAS2L3 GBA2 GGA3 GLIS2 GMPR2 GPI GRK3 GSTP1 GUSB H2BC6 HACD1 HACD3 HADHA HADHB HAGH HENMT1 HSD11B1 IDH3G INIP INTS10 IRF4 KCNK6 KISS1R KNSTRN LEO1 LINC01019 LMNA LRRC47 LUC7L2 MAF MAOA MAPKAPK5 MBTPS1 MCCC1 MCM9 MEN1 MIS18BP1 MRPL48 MRPS7 MRRF NDUFC2 NFXL1 NLRP11 NOTCH3 NPIPA1 NSMCE3 NUDCD2 NUDT16L2P NUP85 NUP93 OTUD6B PACS1 PALLD PARP1 PCM1 PDGFC PELI2 PIGH PIK3CD PIP4K2A PKD1P6 PLOD1 POLR2J2 POLRMT PPM1F PPP1R7 PRKCI PRKDC PRMT1 PRPS1 PSME3IP1 RAB4A RABEPK RAD1 REEP5 SAYSD1 SDF4 SDHAP2 SIGLEC17P SIRPA SLC26A6 SLC35D1 SLC47A1 SNHG12 SNRNP25 SNRNP40 SORT1 SPATA5L1 SPINT2 SRP14 ST13 SUCLA2 TAPT1 TCERG1 TKT TMCO3 TMEM123 TMEM147 TMEM14B TMEM14C TMEM71 TNFRSF18 TNFRSF4 TP73-AS1 TRAPPC12 TRIB2 TRMT61B TSPAN33 TTC9C TTLL12 TUBG1 TUBGCP3 UBAC2 UBE2M VEGFB VPS26B WBP11 WDR24 WIPI2 WNT7A WRNIP1 XPO7 ZBED1 ZBTB44 ZER1 ZFP36L1 ZNF518B ZNF570 ZNF765 ZZEF1 GSE1791_CTRL_VS_NEUROMEDINU_IN_T_CELL_LINE_3H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1791_CTRL_VS_NEUROMEDINU_IN_T_CELL_LINE_3H_DN ACSL3 ACVR2A ADAM17 AKR1B1 APCDD1L APOL6 APOO BCL2L11 BMX BRDT C16orf92 C1QB C1QC C6orf226 CCNE1 CCNJ CCT7 CD82 CDC42BPA CENPA CFAP161 CH25H COMMD1 COQ5 CPA5 CPT1A CTSD CXorf38 CYP3A43 CYP7A1 DAG1 DCTD DCUN1D5 DDC-AS1 DEGS1 DENND1B DPAGT1 DPH7 DSPP DTX4 DUOX1 DUSP5 DYNLL2 EBLN3P ECH1 EEF2K EHBP1 EI24 ESM1 ETFB ETFDH EVA1C EXOC3L4 FADS2 FAIM FAM222B FAM223A FAM234B FAR2 FBXL17 FCER2 FCGRT FIG4 FMNL2 GARS1-DT GLS GPN1 GRAP2 GRK3 GSDMD HERC5 HHLA2 HSPA4L IFNAR2 IL10RB-DT IL18R1 IL22RA1 INF2 JPT2 KCNE1 KDM4C KHNYN LINC00639 LINC00851 LINC01785 LPAR1 LRRC37A16P LRRC52-AS1 METTL23 MFAP5 MFHAS1 MFSD2A MGLL MMAB MOGAT1 MPHOSPH6 MRPL14 MRPL23 MSTN MTRR MX2 MYOT NDUFA10 NDUFC1 NIPSNAP3B NIT2 NOC3L NSD2 NSMCE4A NSUN2 NUBP1 NUDT10 NUP50-DT NUP93 OAS1 OAS2 OPN3 PARP14 PCDHGA10 PCLAF PCOLCE2 PDE8A PDK4 PEX12 PGM1 PHYH PIGV PLA1A PLCB3 PLIN2 PLPP3 PNPLA1 PRKDC PRR32 PSMD4 PSME2 PTHLH PTPN22 PUM1 PUS7 RAB33B RCN1 REV3L RMDN3 RNF2 RNF7 RPIA RUFY3 S100P SCARB1 SCD SLC12A6 SLC19A2 SLC36A4 SLC37A1 SLCO3A1 SNX17 SOWAHC SOX7 ST6GALNAC2 ST7-OT4 STARD4 STAT1 SURF1 SURF2 SYNGR2 TARDBP TARP THBD TLR4 TMA16 TMCO6 TMEM135 TMEM182 TMEM53 TMEM87A TOE1 TRIM44 TTPAL UBB UBE2L6 UBL5 UROS USP26 VRK1 WDR82 XPO5 ZBED5 ZDHHC3 ZFAND1 ZFP36L1 ZNF451 ZNF664 ZNF92 ZSCAN2 ZZEF1 GSE1791_CTRL_VS_NEUROMEDINU_IN_T_CELL_LINE_3H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1791_CTRL_VS_NEUROMEDINU_IN_T_CELL_LINE_3H_UP ADAM30 ADIRF ADM ADRB2 ALDH5A1 AMN1 APOL2 ARHGAP15 ARHGEF3 AUNIP BAALC BANP BCAT1 BNIP1 BTN3A1 C12orf42 C15orf39 C19orf12 C3orf70 CACNA2D1 CALHM6 CAPN3 CARD16 CARD6 CASP1 CAVIN3 CCDC180 CCDC32 CCL20 CD74 CDH9 CDK12 CENPA CEP170B CFAP161 CFAP46 CHD5 CHST12 CLVS1 CMTR1 CREB5 CSF2 D2HGDH DCAF4 DDX60L DECR1 DICER1-AS1 DMRTB1 DNAJC1 DTL DUSP5 DYNC1H1 DYNLT1 EIF1 ENSG00000228141 EREG EVA1C FAM219A FANCA FAP FCGR1A FSTL5 GBP1 GBP5 GIMAP6 GIMAP8 GLS GMPPA GRAP2 GRHL3 GRIN3A HCAR3 HELZ2 HIVEP2 HLA-A HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DRB1 HLA-DRB6 HMGA2 HNRNPA1L2 HYAL3 IFRD1 IL12RB1 IL20 IL23A INHBA IQCH IRAK1 KARS1 KCNB2 KCNJ8 KCNMB1 KHNYN LINC00839 LINC00851 LINC02145 LRRC4C LRRC52-AS1 MDGA1 MFSD2A MICB MOBP MRPS18A MTHFD2L MUC17 MYCN MYDGF MYO1E NEBL NFAT5 NIFK-AS1 NLRC5 OR7E36P PAX8 PCDHB6 PELO PLAAT4 PLAUR PLEKHO1 PMS2P5 POC1B PPP1R11 PPP2R2A PRKCZ PRPF3 PSMB10 PSMB4 PSMB9 PSME2 PTK7 PTPRF RAB4B RALA RBCK1 RBM43 RCL1 RGPD4-AS1 RGS7 RIGI RNF149 RSAD2 RTP4 RUNX3 SAMD9L SCARF1 SECTM1 SERPINB2 SH3BP2 SH3BP5 SLC39A11 SLC7A13 SND1 SOAT1 SRSF1 STARD4 STARD8 STAT1 STAT2 TAFA5 TAP1 TBATA TCF7L2 TECTB TICAM1 TLE6 TLNRD1 TMED9 TNF TRIM21 TRIM56 TTPAL TUBA4B TYW5 UBE2L6 UBR4 UBXN4 UFM1 ULBP2 UPB1 USP42 VPS9D1 WARS1 ZFYVE28 ZNF385C ZNRF2P1 ZRANB2 GSE1791_CTRL_VS_NEUROMEDINU_IN_T_CELL_LINE_6H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1791_CTRL_VS_NEUROMEDINU_IN_T_CELL_LINE_6H_DN ACAD8 ADAM9 ADI1 ADIPOR1 AGO2 APBB3 ATG2B ATP13A3 ATRAID BOD1L1 C1orf162 C2CD2 CALML4 CAMSAP2 CARD8 CBFB CCDC14 CCDC186 CCNH CCSAP CDC40 CEP170 CHD1 CHD2 CHPF2 CHST7 CNOT6L CPQ CRACR2B CSGALNACT2 CUL3 CUTC CYFIP1 DCAF12 DCTD DDX17 DENND11 DENND2D DENND4C DESI2 DNAAF2 DNAJB14 DNAJC5 DOCK5 DPY30 EFCAB14 EML4 ETFB ETFRF1 FBXL5 FBXW2 FH FLT1 GABARAPL2 GALNT1 GAPT GAS2L3 GBA2 GLCE GMPR2 GNAS GNG12 GOLM2 GPR160 GRK3 GZF1 H2AZ2 H3C7 HAGH HAT1 HAUS1 HDAC2 HECA HMGB1 HMGN1 HSD17B4 HUS1 IL1B ITGB1 ITGB3 KDM3B KLHL9 KMO KYNU LBR LEPROT LPCAT1 LYPLAL1 LYSET MAN1A2 MAN2B2 MAPK1 MAPK9 MED30 MEGF9 MFAP3 MILR1 MKRN1 MMGT1 MPHOSPH6 MSL3 MTMR6 MTRF1 NCOA1 NDUFA8 NEAT1 NFAT5 NLRC4 NORAD NRIP1 NRP1 NUP107 NUP133 NUP85 OLR1 OSBPL11 OSBPL8 PAIP2 PAXBP1 PBX3 PCGF6 PCM1 PCTP PDK1 PELI2 PIGH PINK1 PJA1 PKD2 PLEKHM3 PLPP3 PPP3CA PRKD3 PROS1 PRPF6 PTGER2 PYGL RAB11FIP1 RAB4A RALGAPA2 RIOK2 RO60 RP9 RUNX1 RWDD4 SDCCAG8 SECISBP2L SERAC1 SERINC3 SH3BGRL SH3KBP1 SLC19A2 SLC35D1 SLC6A6 SLC9A6 SPATA5L1 SPOPL SPSB2 SRP14 STMP1 TAPT1 TASOR TCF7L2 THBS1 TM6SF1 TMCO3 TMEM14C TMEM170B TPST1 TRAK2 TRIP12 TRMT61B TSG101 TTC5 TUBG1 TUG1 UBAC2 UBE2E3 UBE3A VPS26B WBP11 WDR37 WRNIP1 XPO4 XPO7 ZBED5 ZBTB1 ZC3H13 ZCCHC9 ZDHHC6 ZFP36L1 ZMPSTE24 ZMYND11 ZNF131 ZNF23 ZNF45 ZNF470 ZNF518B ZZEF1 GSE1791_CTRL_VS_NEUROMEDINU_IN_T_CELL_LINE_6H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1791_CTRL_VS_NEUROMEDINU_IN_T_CELL_LINE_6H_UP ACSL4 ACVR1B ADM ADNP AGO3 ALOX5AP ANKZF1 ARAP3 ARFIP1 ARHGEF3 ASAH1 ATP2B1 ATP8B4 ATP9B BANP BCAT1 BCL2A1 BCL7B BNIP3L BST1 BTN3A1 C7orf31 CAB39L CAMTA1 CARD16 CARD6 CARD8 CBLC CCL20 CCL7 CCNQ CEBPB CHIC2 CHMP2B CHMP5 CLEC5A CNRIP1 CREB3L2 CSNK1E CTNND1 DAB2 DAB2IP DAZAP2 DCAF12 DCTD DDX60L DIAPH1 DUSP6 DYNLL1 EAF1 EAF2 EMP1 EPHA10 ERCC6L2 EREG FAM120AOS FAM219A FAM47B FBXL5 FCAR FHIP1B FKBP15 FLT1 FZD1 GPR68 HK2 HSPBAP1 HTRA1 ICOS IL24 IP6K2 IRAK1 JAKMIP2 KHNYN KIF13A KLHL15 KLHL23 KREMEN1 LAMP2 LAPTM5 LAT2 LEPROT LGMN LIMS1 LINC00922 LINC02210 LPCAT1 LRRC2 LRRC8D LTB4R LYSET MAFG MAMLD1 MAPRE2 MCTP1 MED13 MED30 MET METTL9 MFAP2 MFAP3 MGAM MTHFD2L MYL12A NAP1L3 NDUFA10 NEDD4 NFAT5 NPC1 NRIP1 NSF NXT2 PCTP PDCD6IP PDK1 PELO PHC2 PID1 PINK1 PJA1 PLAUR PNP PNPLA8 PPBP PPIF PPP6R3 PRKCH PTGS2 PTPN12 RAB2B RALA RC3H2 RHBDF1 RIN3 RNF144A RTN4RL2 RUNX3 SCML1 SEC62 SEMA6B SERPINB8 SH3BGRL SH3BP5 SH3GLB1 SIRPB2 SLAIN2 SLC11A1 SLC19A2 SLC2A3 SLC38A2 SMCHD1 SNX9 SPATA6 SPATS2 SPTLC2 ST3GAL1 STAMBPL1 STAU1 STK24 STX1A STX6 SWT1 TAOK3 TCF7L2 TEX19 TGIF1 THRB TM6SF1 TMEM38B TMEM60 TMPO TOR1AIP1 TRIB3 TRIM13 TRIM21 TRIO TRIP12 TRPS1 TSC22D1 TSG101 TSTD1 UGT2B28 USP3 USP9X VAV3 VCAM1 VCAN VSIG2 VWA8 WASL WLS YIPF6 YRDC YWHAZ ZBTB6 ZC3H11A ZDHHC6 ZNF626 GSE17974_0.5H_VS_72H_IL4_AND_ANTI_IL12_ACT_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_0.5H_VS_72H_IL4_AND_ANTI_IL12_ACT_CD4_TCELL_DN ACADVL ACAT2 ACOX3 ACTB ACTG1 ADIPOR2 ADK AGPAT2 AHRR AJUBA AK3 ALCAM ANKZF1 ASTN2 ATP23 ATP6V1F B3GNT2 BABAM2 BCAT1 BDH1 BRIP1 BTF3 C12orf76 CACNB3 CAMK1 CAMK2D CAPG CBLN3 CCDC32 CCNB1 CCNB1IP1 CCNG1 CD109 CD320 CD58 CD9 CD99 CDKL3 CDPF1 CNOT1 COA4 COA6 CPNE2 CSRP2 CTDSPL CYB5B CYP51A1 DCAF15 DHRS1 DHX32 DIAPH3 EHHADH EIF2S1 ELP5 EMC9 EME1 ENO1 ENOPH1 ERI1 ETFB ETHE1 EXOC3 EYA3 F8 FANCA FBXO36 FBXO4 FOXM1 FUCA2 FUT11 FXR1 GBP2 GEMIN6 GLE1 GLO1 GLS2 GNPDA1 GPANK1 GPNMB HAUS4 HEXIM2 HMGA1 HMGB3 HMGCL HNRNPC HPDL IDH1 ILK INPP1 ISCA2 JAK2 KCNK5 KCNN4 KDM5B KEAP1 KIFC1 LDHA LETMD1 LGI1 LINC00467 LINC01128 LINC02003 LMNB2 LSM2 MAP1S MAP4K1 MECR MELTF-AS1 MEOX1 METTL9 MGAT1 MRPL12 MRPL35 MRPL51 MRPS15 MSH6 MYCBP MYO1B NAA38 NCAPD3 NCAPH NCR3 NDUFAF1 NDUFS2 NPC1 NSD2 NUDT2 NUP107 PAAF1 PAFAH1B3 PAGR1 PALD1 PAM PFKM PIMREG PNPLA3 POLD3 POLQ PPIL3 PRDX3 PRKAG1 PSMA5 PSMB2 PSMB8 PTGIS PXMP4 QPRT RABEPK RAD51C RAD51D RAN RCCD1 RDX RLN2 RMI2 RNASEH2A RNGTT RPA3 RTL8C SARS2 SBF2-AS1 SENP8 SHMT1 SIGLEC17P SKA3 SLC29A1 SLC39A8 SNAPIN SNUPN SQLE SQOR STARD4 STIP1 STMN1 STN1 STXBP1 SURF4 TADA3 TMEM120A TMEM187 TMEM273 TNFRSF4 TRAFD1 TRAIP TRIB3 TRIQK TUBB TXN2 UHRF1 UNG ZKSCAN3 ZNF322P1 ZNF589 ZNF672 ZNF775 ZSCAN22 GSE17974_0.5H_VS_72H_IL4_AND_ANTI_IL12_ACT_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_0.5H_VS_72H_IL4_AND_ANTI_IL12_ACT_CD4_TCELL_UP A2M-AS1 ABHD5 ADNP2 ADPGK AHCTF1 AKR1C1 ALG13 ANXA1 ASAH1 ATG14 ATMIN AZIN1 BCOR BRD9 BTG2 C9orf78 CCDC66 CCNJ CCNY CD302 CDC14A CDK11A CDK12 CDK5R1 CENPV CHD1 CHD2 CHD7 CHMP7 COQ10B CRTC3 CSGALNACT1 CSRNP1 CTBP1-AS CTSO CUX1 CXCR4 DAG1 DDX20 DDX21 DDX3X DNAJB9 DNTTIP2 DTX3L DUSP11 DYNLL2 ELMO2 ELOA ETV3 FAM200B FAM209B FEM1A FHIP2B FOXO1 FXYD5 GOLGA7 GTF2B HDAC4 HECA HIF1A HIVEP1 IKZF5 INPP5K IPCEF1 IQSEC1 ITGA6 ITPRIP JADE1 JMJD1C JMY KDM6A KRT73 KTI12 LCOR LEPROTL1 LSM14A LTV1 LYSMD2 MAP3K8 MAPK1IP1L MBTPS1 MED29 MFSD14A MIATNB MIR17HG MLXIP MNT MOAP1 MTHFD2L MTMR6 MVP NAGPA NAP1L5 NELL2 NFKBIA NGRN NIPBL NOL8 NOTCH1 NRIP1 NSD1 NUP214 NXF1 OGFRL1 OR51I1 PARP6 PDZD8 PELI1 PGGHG PIGW PIK3R1 PIK3R5 PLEKHM1 PLLP PLXND1 POLR1A PRDM4 PRKAA1 PSTK PTGER4 PXN RAB11FIP2 RAPGEF2 RAPGEF6 RB1CC1 RBSN REPS1 RHOH RICTOR RNF25 RNF38 RPP38 RPS6KB1 S1PR1 SAMD4B SAP18 SC5D SERPINA1 SETD2 SETMAR SF3A1 SLC35D1 SLC49A4 SLC8B1 SMCR8 SMURF1 SNHG17 SNX18 SOAT1 SOX4 SPATA2 SRSF2 SRSF6 STK17A STK38 SYNM TAF4B TBCC TCF4 TCF7L2 TCTA TENT5A TMEM131L TMEM184B TMEM243 TMEM9B TNIP2 TP53INP2 TPP2 TRAPPC10 TRAPPC13 TSPYL2 TTC19 TXNDC11 UBASH3B ULK1 USP3 USP6NL USPL1 VAV3 WDR91 WNT7A ZBTB10 ZHX1 ZIK1 ZNF256 ZNF263 ZNF324 ZNF350 ZNF571 ZNF746 ZNF791 ZNF805 ZSCAN32 ZXDB ZZEF1 GSE17974_0.5H_VS_72H_UNTREATED_IN_VITRO_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_0.5H_VS_72H_UNTREATED_IN_VITRO_CD4_TCELL_DN ACAP1 ALG10 ANKRD37 ANKRD6 APAF1 APOL2 APPL1 ARL6IP6 ATP23 ATP5F1B ATP5MC3 BCAT1 BDH1 BEND5 BLVRA BUB3 C12orf76 C1QBP C8orf88 CAPG CAPZA1 CCDC28B CCDC34 CCNA2 CCNE2 CD226 CD58 CDC25A CENPI CEP72 CEP78 CERS2 CGAS CHMP5 CISD1 CKS2 CLPB CLPP COA6 CORO1B COTL1 CPSF3 CRTAP CSNK2B CYB5R3 DCTN2 DLEU1 DNAAF10 DPAGT1 DTD1 DYNLL1 EBI3 ELP5 FADS1 FAF1 FBXO22 FHOD1 FRMD6 GALK2 GBP2 GK GLO1 GLRX3 GMNN GPN3 GPR157 GPX7 GRAP2 GSEC GUK1 HDAC3 HINFP HNRNPLL IDH2 IGIP ING2 INVS IPO5 JAK2 KDM7A-DT KHK KIF2A KRT10-AS1 LEPR LIN9 LINC01128 LMNB2 LRP11 LRPPRC LRRC42 MAD2L2 MAGOHB MAP3K21 MCEE MCM7 MCMBP MDH1 METTL8 MICA MKNK2 MLH1 MOB3A MOV10 MRPL17 MRPL23 MRPL37 MRPL43 MRPL52 MSH6 MTX2 MZB1 NAT10 NDUFA7 NDUFAF1 NEK2-DT NIPSNAP1 NME6 NOP10 NPC1 NSF NUDT6 NUP37 ORC6 PAXIP1 PDHA1 PEX3 PGRMC1 PHF19 PIGV PIGX PKM PLP2 POLE2 POLR2H PPIH PPIL3 PPP1CC PRCP PRDX4 PREB PRKAG1 PSMA5 PSMB8 PSMC3IP RAB24 RAN RASSF1 RBBP8 RECQL4 RFC5 RHOF RNPEP RPL23AP7 SAPCD1 SASH3 SCAMP3 SDHD SEC23IP SERPING1 SF3B3 SHMT1 SHMT2 SIVA1 SLAMF1 SLC25A11 SLC35A5 SLCO4A1 SLFN11 SNRPA SNRPD3 SNX17 SORD SPRED2 STAP2 STARD3NL STX4 TEDC1 TFB1M TIFA TIMM29 TMEM116 TMEM126B TMEM237 TMEM263 TMEM273 TMUB1 TRIB3 TUBA3D TUBB3 UHRF1 UNC45A UNG VBP1 WDR12 WIPI1 ZNF175 ZNF672 ZNF691 ZNF788P GSE17974_0.5H_VS_72H_UNTREATED_IN_VITRO_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_0.5H_VS_72H_UNTREATED_IN_VITRO_CD4_TCELL_UP ACTR5 ADNP2 AKAP1 AKT2 ALG13 ANXA1 AREG ARHGAP21 ARIH2 ATG14 ATG2A ATP2B1-AS1 ATXN1L BACH1 BCOR BEX2 BTBD9 BTG2 C1orf52 C6orf226 C6orf58 CAST CCNY CD83 CDC37L1 CENATAC CHD1 CLUH COQ10A CRAMP1 CSPG4P5 CTU2 CXCL16 CYP20A1 CYTH1 DANCR DAZAP2 DCAF16 DDX19B DDX21 DDX52 DGKE DNAJB9 DNAJC25 DNLZ DYNLL2 DYRK2 EDN1 EFHC1 EGR2 EGR3 EIF5 ELOA ENSG00000274253 ERMN FAM200B FAM204A FAM222B FCMR FRAT1 FRS2 GABBR1 GADD45B GCFC2 GORAB GP6 GPCPD1 ID2 IFNGR1 IGFBP7-AS1 IKZF5 IL1B IQSEC1 IRS2 ITGA6 JMY JOSD1 KANSL2 KBTBD2 KDM6A KLF11 KLF2 L3MBTL3 LAPTM4A LEF1-AS1 LEPROTL1 LINC01138 LMTK2 LTV1 MAN2B2 MFSD14A MIR22HG MORC2-AS1 MTMR3 MYH11 NAGPA NCOA5 NFKBID NOL6 NOL9 NPIPB3 NSMCE3 NUFIP1 PARGP1 PBXIP1 PDZD8 PIK3R5 PIWIL4 PLEKHM1 PMS2P9 POLR1C POLR1F PPM1A PPP6R2 PSME4 PTGER4 PXN QTRT2 RBM19 RBSN RC3H1 RNF139 RNF157-AS1 RNF220 RPS6KB1 RRP15 RSRP1 RYK S1PR1 SCML1 SEMA4C SERINC5 SERPINA9 SF1 SF3A1 SFPQ SH3BP5-AS1 SIK1 SIRT7 SLC11A2 SLC22A23 SLC25A32 SLC25A33 SLCO3A1 SNORA28 SORBS3 SOX6 SPATA2 SPTY2D1 SRGN SRSF6 SUCO SYNJ2BP SYNM TADA2B TAF1C TBL1X TBRG1 TCTA TENT5A TFIP11 TIMM23 TMEM138 TMEM183A TMEM68 TNFSF8 TPP2 TRIB2 TRPM7 TSC1 TSPYL1 TSPYL2 TTC17 TXNDC11 UTP15 VCPKMT VPS18 YKT6 YPEL5 ZBTB10 ZBTB49 ZFP36 ZHX1 ZNF10 ZNF14 ZNF326 ZNF567 ZNF571 ZNF674-AS1 ZNF791 ZNF805 ZXDA ZXDB ZXDC GSE17974_0H_VS_0.5H_IN_VITRO_ACT_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_0H_VS_0.5H_IN_VITRO_ACT_CD4_TCELL_DN AHI1-DT AK9 ALG13 ANKHD1 ANKRD37 AP5B1 AREG ARHGDIG ARL5B ATG101 BCL2A1 BCOR BMS1P1 BTG2 BTN2A2 C17orf97 CD69 CDC42EP1 CEP192P1 CFL2 CHD1-DT CHST13 CKS2 CLDN9 CMC2 CNTNAP1 COL17A1 CREM CRNKL1 CYTIP DCTN4 DNAJB9 DOCK4 DTWD1 DUSP2 DUSP4 EGR1 EGR2 EGR3 ENC1 ENSG00000268403 ETV3 EVI2A EXOC2 FABP7 FAM200A FAM98A FBXL13 FBXO30 FBXO33 FGF21 FUT8-AS1 FYCO1 GADD45B GCK GEM GGACT GJA1 GLTPD2 GMNN GPR18 GPR183 GPR65 H1-6 HCP5 HEXIM1 HPGDS HSF5 HTN3 IBA57 ICOS IDI1 IER2 IER5 IFRD1 ISG20L2 ITPR2 KCTD19 KLF10 KLK6 KPNA2 KRT14 LAG3 LEKR1 LGALS4 LINC00907 LINC01116 LINC01538 LRRC63 MAN1A2 MGC4859 MIR17HG MRPL27 MRPS18A MRPS25 MSI1 MUC7 MYL2 NAA30 NBPF8 NFE2L2 NFKBID NKAPL NR4A1 NR4A2 NR4A3 NUDT15 OPCML OR51B4 OSBPL1A PAF1 PANX1 PCP4L1 PFKFB3 PIK3CB PKD1L2 PKHD1L1 PNPLA8 PPAN PPM1D PPP1R3C PRAME PRPF38A PRSS12 PTRH2 RAB40A RABIF RAD54B RAPGEF4 RASGEF1B RASL11B RBSN RD3 RPA3 RPRML RRN3P3 RUFY2 S100A2 SAP30L-AS1 SDR42E1 SELENOK SELENOS SERINC5 SESN3 SLC17A6 SLC24A3-AS1 SLC25A12 SLC2A3 SLC30A1 SLC31A1 SLC52A3 SLC9A5 SLCO4C1 SMARCA1 SNRNP35 SPI1 SPRY1 SRSF1 STARD6 TAGAP TASL TEX30 TFF3 THUMPD3-AS1 TMEM126A TMEM132D-AS1 TNF TNFRSF10A-DT TRMT10C TXNDC15 TXNRD1 UFSP1 UMPS UQCC4 USH2A WDR33 YIPF4 YOD1 YRDC ZBTB49 ZBTB8A ZNF184 ZNF200 ZNF222 ZNF331 ZNF383 ZNF410 ZNF571 ZNF672 ZNF718 ZNF778 ZPR1 GSE17974_0H_VS_0.5H_IN_VITRO_ACT_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_0H_VS_0.5H_IN_VITRO_ACT_CD4_TCELL_UP ABCC8 ACTL7A ADAM20 ADCYAP1R1 AGPAT1 AHDC1 AHSG ALG12 AMOT ANKLE1 APOBEC3A ARIH2OS ARMC2 ARSA ASB16-AS1 ASL ATP1A1-AS1 ATP6AP1L BAAT BANF2 BPNT1 C1orf159 C4BPA CASP4LP CCDC116 CCDC13-AS1 CCDC83 CCKBR CD14 CD22 CEP170B CEPT1 CFLAR-AS1 CHP1 CHRNA3 CLDN15 CLEC7A CLIP2 CMA1 COL2A1 COQ4 CORIN CTDSPL CXXC5 CYB561D1 DDA1 DDR1 DLX4 DNAH5 DPEP1 DTHD1 EIF4ENIF1 EMC9 ERVW-1 FAAP20 FANCC FCGR1BP FGR FLAD1 FSTL4 G0S2 GABBR1 GABRB1 GAL3ST4 GBP5 GJC2 GLYCTK GRM2 GSPT2 H2AC16 HAAO HCK IFI30 IGSF21 IL17RC IL17RE IL36RN ILK ING4 IQUB JOSD2 KAT8 KCNQ3 KLB KNG1 KXD1 LDB2 LDHAL6B LILRB1 LILRB2 LINC00112 LINC00173 LINC00309 LMF2 LMNTD2 LRRC61 MAGI1-IT1 MAP2 MATK MCOLN1 MECOM MECR MMAB MMP1 MTARC1 NCF1C NCKIPSD NDOR1 NELL1 NKX6-2 NME6 NSUN5P2 NUDT18 NUDT22 NXF5 OGFOD1 OSBPL7 PCIF1 PCYT1B PDE4DIP PDGFRL PGAP3 PGC PITPNA PML PP12613 PPIAL4A PPM1G PPP1R1B PRL PTPRCAP RIPPLY1 RPL23AP7 RPS6KL1 RTP5 SALL2 SAMD10 SASH3 SCGB3A1 SCN8A SDR9C7 SEPTIN1 SERPING1 SETX SH2D6 SIGLEC15 SLC25A23 SLC7A11 SLC7A7 SMARCC2 SNUPN SNX17 SP140 SPINK7 ST6GALNAC5 STK16 SUSD3 SUSD4 SYCP2L SYNGAP1 TAAR1 TADA3 TAF13 TARS2 TBX5-AS1 TCAP TENM1 TEPP TFAP2C TFPT TGFB3 TM4SF18 TMED3 TREM1 TRIP10 TRPA1 TTLL12 UBL7 UBXN8 UQCC3 WNK3 YIPF2 ZBTB45 ZCCHC4 ZDHHC11 ZFYVE28 ZNF319 ZNF337 ZNF625 ZNF670 ZNF688 ZNF731P ZNF75D ZNF792 GSE17974_0H_VS_12H_IN_VITRO_ACT_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_0H_VS_12H_IN_VITRO_ACT_CD4_TCELL_DN AAAS ACOX1 ACSL4 AIFM1 ALG3 ALKBH2 ANKS1A ARMC6 ATOX1 ATP1B3 ATP6V1F B3GNTL1 BANF1 BAZ1B C14orf119 C17orf80 C18orf54 C1GALT1C1 C9orf40 CAAP1 CD109 CD200 CIAO2A CLIC4 CLN6 CNPY3 COA7 COLGALT1 CSKMT CSNK2A1 DESI1 DHPS DLEU1 DNAJA3 DNAJC17 DPAGT1 DUSP14 DYM EFNA4 EGR3 EIF2B2 EIF2B4 EIF3J EIF4EBP1 EIF5A2 ELP5 EOMES ERLIN1 ETFB ETS2 FAM216A FAM241A FAM98A FANCI FBXO4 FEN1 FH FNTB FUNDC2 GALE GFOD1 GGCT GGH GLMN GLS GNG8 GPN3 GRK3 GTDC1 HDDC3 HNRNPLL HPRT1 HSD17B10 HYOU1 ICMT IFRD2 IL15RA IMMT INTS2 ISCA2 KEAP1 LCMT2 LDHC LIMK2 LRR1 LTA LTBP4 LZIC MAP7D3 MAPKAPK3 MCAT MCM5 MCM6 MCOLN2 METTL2B MICA MICOS13 MIPEP MIR3142HG MITD1 MLEC MLYCD MMACHC MRPL17 MRPL20 MRPS18A MRS2 MTHFD2 MYG1 NEMP1 NFXL1 NHP2 NLE1 NUP42 OGFOD1 ORC5 OSBPL3 PAF1 PAICS PDHA1 PDP2 PEAK1 PEMT PEPD PGBD2 PGP PKNOX1 POGLUT1 POLD2 POLR2I POP4 PPCDC PPP1CA PREP PRMT1 PRPF38A PRSS23 PSMB2 PSMB3 PTRH2 PUM3 PUS10 PUS3 QDPR RAB27A RAB39B RBM28 RBM6 RCC1 RCC1L RECQL4 RNGTT RRP9 RTN4RL1 RXYLT1 SDF2L1 SEC11C SH2D2A SLC27A2 SLC29A1 SLC43A3 SLC7A1 SMIM7 SNRNP35 SNX10 SPTSSA SRM SRPK1 STIL STX6 TAF1A TARBP2 TBCCD1 TBL2 TBX21 TCF19 TIMM8A TMEM120A TMEM126B TMEM165 TP53RK TPRA1 TRAP1 TRIB3 TRMT10C TTLL12 TWF2 UBL5 UCHL3 USP45 VARS2 VTI1B WDR36 WDR77 ZNF232 ZNF557 ZNF593 ZNF780A ZNF787 GSE17974_0H_VS_12H_IN_VITRO_ACT_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_0H_VS_12H_IN_VITRO_ACT_CD4_TCELL_UP ADCY5 AGTPBP1 AHNAK AK5 ANKRA2 APRG1 AQP3 ARIH2OS ARRDC3 ASAH1 ASH1L-AS1 ATG14 ATXN1L AUTS2 BIN1 BIN2 C16orf74 C4BPA C9orf72 CAPN2 CD3G CERS6 CFL2 CKAP2 CLEC7A CNST COQ10B CRAMP1 CRIP1 CSGALNACT1 CTSK DENND5A DIAPH2 DNAJB9 DPEP2 DRAM2 DUSP1 EPHA4 F11R FAM111A FAM200B FAM204A FAM228B FAM8A1 FBXO33 FCMR FHIT FNIP1 FOS FOSL2 GABARAPL1 GABBR1 GARS1-DT GKAP1 GOLGA7B GPR183 GPR65 GPRASP2 GTF2IRD2 H2AJ HCST HEBP2 HEG1 HELZ HKDC1 HYKK IER2 IL11RA IRF2BP2 IRS2 ISCA1 ITCH ITGA4 ITGA6 ITPRIP KCNA3 KCTD3 KIFC2 KLF11 KLF4 KLHL3 KRT73 KRTAP1-1 LINC00173 LINC00938 LINC01127 LINC01720 LINC02035 LINC02223 LYRM9 MAFF MAP4K4 MBNL2 MDS2 MEF2D MICAL1 MINDY2 MXD1 MXI1 MYLIP MYO1F MYO1G NAP1L5 NDRG1 NET1 NFKBIZ NMRK1 NR1D2 NR4A2 NSMCE3 OTUD1 OVGP1 PARP8 PBX4 PCNT PCSK5 PDCD4-AS1 PDCD6P1 PDE2A PDE4D PELI2 PERP PIM1 PITPNC1 PKIG PLCXD2 PLEK PNMA3 PNPLA8 PPP3CA PPP3CC PSTK PTP4A1 PTPRM RAP1GAP2 RASGRP2 RBM33 RBSN REM2 RNF10 RNF125 S100A10 SC5D SCARNA17 SERINC5 SIGIRR SKIL SLC2A3 SMAGP SNX29 SOCS3 SORL1 SOX4 SPTBN1 SRSF1 ST3GAL5 ST7L STAG3L4 STK16 SUSD1 SUSD3 SUSD4 SYNM SYTL1 TCF7L2 TENM1 TIGD1 TMEM156 TMIGD2 TOB1 TP53INP1 TPM2 TRAPPC13 TSC22D1 TSPYL4 TTC32 TTLL13 TXK UBASH3B UBE2Q2P13 USF3 UTRN VIPR1 YPEL5 ZBTB20 ZBTB4 ZDHHC11 ZFAND2A ZNF101 ZNF256 ZNF329 ZNF34 ZNF552 ZNF592 ZNF711 ZNF8 ZNF844 GSE17974_0H_VS_1H_IN_VITRO_ACT_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_0H_VS_1H_IN_VITRO_ACT_CD4_TCELL_DN ADO ALG13 AMMECR1L ANKHD1 AP5S1 ARG2 ARHGEF5 ATG101 ATP2B1 BCL10 BCL2A1 BCLAF3 BTG2 BTLA BTN2A2 C14orf119 C17orf100 C1orf56 C6orf120 CCDC148 CCNH CCRL2 CD200 CHAC2 CHSY1 CKS2 CLDN1 COA4 CREM CRNKL1 CTSL CYCS CYTIP DCUN1D3 DNAJC27 DUSP14 DUSP18 DUSP2 DUSP4 EGR1 EGR2 EGR4 EIF2B2 ENPP2 ERCC6 EVI2A EVI2B EXOSC3 FADD FAM177A1 FAM241A FAM98A FBLN7 FEN1 FYCO1 GADD45B GAR1 GEM GEMIN6 GLMN GPR183 GPR35 GPR65 GRAMD4 GZF1 HCP5 HMCES IBA57 ICOS ID3 IER2 IER5 IFRD1 IL23A IRF4 ISG20L2 JAGN1 KBTBD8 KCTD21 KLF10 KPNA2 LIF LIG4 LINC01004 LINC01128 LRR1 LTA MCM6 MED21 MFAP1 MIR155HG MIR23AHG MIR3142HG MLX MLYCD MRPL35 MRPS18A MUL1 MYNN NAA30 NAB1 NAB2 NASP NCBP1 NFKBID NKIRAS1 NLRP3 NPC1 NR4A1 NR4A3 NRIP3 NUBP1 PAF1 PFKFB3 PHF23 PHLDA1 PLEKHO2 POLR3D PPIL1 PPP1R10 PRDX1 PRPF38A PSMB5 PTPN22 PTRH2 PUS3 RABIF RALA RNF34 RRAGA RRAS2 SDF2 SDR42E1 SELENOK SELENOS SENP5 SERTAD1 SH2D2A SIPA1L1 SLA SLC25A32 SLC35F5 SLFN11 SMIM7 SNAPC1 SNRNP35 SPAG1 SPRY1 STARD3NL STARD4 TEX10 THUMPD3-AS1 TIMM8A TMEM127 TMEM208 TMEM243 TMEM60 TMEM88 TNF TNFSF14 TNFSF9 TOB2 TP53RK TRAF3 TRAPPC4 TRMT10C TTC9C TTI2 TUBD1 TXNDC15 TXNRD1 UMPS UTP11 VPS33A WARS2 WDR36 YIPF4 YRDC YWHAE ZBTB6 ZFP69B ZFP82 ZNF140 ZNF165 ZNF200 ZNF230 ZNF250 ZNF410 ZNF416 ZNF443 ZNF506 ZNF557 ZNF614 ZNF713 ZNF780A ZNF891 ZPR1 GSE17974_0H_VS_1H_IN_VITRO_ACT_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_0H_VS_1H_IN_VITRO_ACT_CD4_TCELL_UP A1BG-AS1 ABHD3 ACAP1 ADARB1 ADGB ALKBH7 APEH APRG1 ARHGAP10 ARRDC3 ARSA ARSL ASB16-AS1 ATG16L2 ATOH7 BIN1 BTG4 C16orf74 C6orf226 CABP2 CAPRIN2 CASP1 CCDC124 CCDC13-AS1 CCDC71L CCZ1B CDCA7 CEP78 CEP89 CES4A CFL2 CIAO2A CLEC11A CLEC4E CMTM7 COMMD7 COMMD8 COQ4 CXXC5 DACT1 DCP2 DCTN2 DIS3L2 DMRTA1 DUSP1 DYNLRB1 EBPL ENSG00000280119 ERBB2 FAM226B FAM24B FAM78A FSTL4 G0S2 GAA GABBR1 GADD45A GAL3ST4 GALNT7 GDPD3 GGCT GPR143 GSDMB GSS H2BC15 H2BC21 HCK HDDC3 HDHD5 HEMK1 HLA-DOB ID2 IFFO1 IFI30 IL11RA ING4 IRAK4 IRGM ITGAM ITGB7 JAML JRK JUN KLF4 KXD1 LAMTOR4 LBH LDAH LILRB1 LIME1 LINC00173 LINC00955 LMF2 MEIG1 MRI1 MYG1 NAA40 NAPB NFIC NFKBIZ NIT2 NME3 NME4 NMRK1 NPEPPSP1 NSUN5P1 NUP210 NVL OCRL OXER1 PATL2 PCIF1 PDE4DIP PDLIM2 PET117 PFKL PGP PIGC PIH1D1 PIM1 PLOD1 PP7080 PPP1CA PPP3CC PRPSAP2 PRR7-AS1 PSMD4 PTGR3 RASSF7 RGS2 RNF207 RP9P RPAP1 RPS6KA1 RTP5 SGCE SGSM3 SH2D4A SH3BP2 SHMT2 SHOX SLC25A22 SLC9A3-AS1 SMARCD3 SMCR5 SOCS1 SOCS3 SOX14 SP140 SPPL2C SQOR SSBP4 ST3GAL2 STOML1 STX10 TAAR1 TAFAZZIN TAMM41 TARBP1 TBC1D10A TBC1D22A-AS1 TEKT2 TGFB3 THAP4 THBS3 TMEM106B TMEM179B TMEM42 TMIGD2 TP53AIP1 TPM2 TPST1 TRABD2A TRADD TRANK1 TRIB3 TSC22D1 TSC22D4 USP48 VILL VIPR1 VMO1 VPS26B VPS9D1 XXYLT1 ZMYM3 ZMYND8 ZNF319 ZNF625 ZNF75D ZNF792 ZNF844 GSE17974_0H_VS_24H_IN_VITRO_ACT_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_0H_VS_24H_IN_VITRO_ACT_CD4_TCELL_DN ACOT13 ALYREF ANXA4 APOL2 ATOX1 AUNIP AURKA B3GNTL1 BAZ1B BCAT1 BCAT2 BDH1 BIRC5 BLM BRIP1 BYSL C17orf80 C1GALT1C1 C3orf52 C4orf36 CCDC86 CCNA2 CCNE1 CD200 CD38 CDC25A CDCA5 CDK2AP2 CDK5 CDKN3 CENPJ CENPM CENPS CHAC2 CHAF1B CHEK1 CKS1B CKS2 CMSS1 COA7 CTPS1 DCPS DHX58 DNAJC17 DNPH1 DPAGT1 DTYMK EGR3 EIF2B2 EIF2B3 EIF3J ELP5 EMC9 EXO1 EXOSC2 EXOSC3 EXOSC4 FABP5 FAM200C FANCE FAR2 FBXO22 FDX2 FSCN1 FUT11 GALE GEMIN6 GFOD1 GINS3 GK3 GLMN GM2A GNGT2 H2AX HCP5 HOMER1 ID3 IGFBP4 IL2RA IRF8 JMJD4 JPH1 LIF LRR1 LRRCC1 LRWD1 LTA LYAR LZTR1 MCOLN2 MED20 MELK MIR155HG MLKL MMACHC MOCS3 MRE11 MRPL12 MRPL17 MRPL35 MTMR2 MYBL2 NAB2 NCAPG NCBP1 NDUFV3 NEMP1 NT5C NUDCD1 P3H1 PAGR1 PAM PARS2 PDAP1 PDCD2L PFAS PFDN6 PFKM PGBD2 PHF19 PHF23 PIGV PNO1 POLA2 POLR2F POLR3D POLR3K PPIL1 PRAME PRC1 PRDX4 PRMT1 PRPF38A RAD50 RAD51 RAD51D RAD54L RBBP8 RBM14 RBM6 RCC1 RCC1L RMI2 RNASEH2A RRP1 SCFD2 SCO2 SDC4 SDF2L1 SF3B3 SI SLC19A1 SLC29A1 SLC38A5 SLC39A14 SLC43A3 SMCO4 SMG9 SMKR1 SNRNP25 SNX12 STAP2 STIP1 TBC1D7 TBX21 TCF19 TEX30 TIMM8A TIPIN TMEM106C TMEM140 TMEM165 TNF TNFRSF4 TNFRSF9 TPX2 TRIM69 TRIP13 TRMT2A TSEN2 TUBA4B UBE2C UBE2M UCK2 UMPS UTP11 WDR12 WDR41 WDR77 WSB2 XCL1 ZDHHC13 ZNF232 ZNF239 ZNF443 ZNF780A ZW10 ZWILCH GSE17974_0H_VS_24H_IN_VITRO_ACT_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_0H_VS_24H_IN_VITRO_ACT_CD4_TCELL_UP ADPRM AK5 AMT ANXA1 APOBEC3A APRG1 ARL14 ARRDC2 ARRDC3 ASH1L-AS1 ATG14 ATP2B1-AS1 BAG3 BIN2 BTG2 C11orf21 C16orf74 C6orf226 CCDC141 CDC14A CDK5R1 CEP68 CFP CITED2 CLEC11A CLEC4E CLK1 CNBD2 COQ10B CRTC3 CRYBG1 CTSK DNAH5 DPEP2 DUSP1 EMB ENC1 ENSG00000274253 EPHA4 ERO1B ERP27 FAM228B FAM8A1 FBXO32 FES FHIT FOS FOSL2 GABBR1 GADD45A GAL3ST4 GPR153 GPR65 GPRASP1 GSE1 HABP4 HCST HLA-DRB6 HYKK IFT20 IL11RA IL7R IRF2BP2 IRS2 ITCH ITGA6 ITGAM ITPKB ITPRIP JMY JUNB KAT6A KCNA3 KLF2 KLF3 KLF4 KLHL3 KLRB1 KRT73 LAMB2P1 LDB2 LEPROTL1 LINC00173 LINC02035 LINS1 LMNTD2 LPAR2 LYPD3 LZTFL1 MAFF MAP4K4 MAPKAPK5-AS1 MDS2 MEF2D MICAL1 MIR22HG MLNR MORC2-AS1 MSX2 MXD1 MYH11 MYLIP NFYC-AS1 NLRP1 NR4A2 OSBPL10 OSER1 PARP8 PCDH9 PCIF1 PCSK5 PDE4B PELI2 PGAP3 PIK3IP1 PIK3R5 PITPNC1 PLCXD2 PLXDC1 PPP1R12B PSTK RALGPS2 RAP1GAP2 RASA3 RASGRP2 REM2 RGS2 RNF10 RORA RRN3P1 SAMD4B SCARNA17 SGK1 SIK1 SKIL SLC26A11 SLC2A11 SLC9A9 SOX14 SOX4 SOX6 SPON2 ST6GALNAC1 STAG3L4 SUSD4 SYNM TBC1D10A TCF7L2 TENM1 TGIF1 TIGD1 TMEM156 TNFAIP3 TNFRSF10D TNFSF8 TOB1 TP53INP1 TPM2 TRPS1 TSC22D3 TSIX TXK TXNIP TYROBP UPP1 VAV3 VNN2 VPS9D1 VTI1A VWA5A WASF2 WHAMM YPEL2 YPEL3 YPEL5 ZBTB10 ZDHHC11 ZFAND2A ZFAND3 ZFYVE28 ZNF10 ZNF101 ZNF211 ZNF256 ZNF34 ZNF394 ZNF669 ZNF8 ZNF805 ZNF844 ZNF880 GSE17974_0H_VS_2H_IN_VITRO_ACT_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_0H_VS_2H_IN_VITRO_ACT_CD4_TCELL_DN ABAT ADO ALKBH8 APOBEC1 ARG2 ARHGEF2 ARMT1 BCL2A1 BET1 BRIX1 BSPRY C11orf24 C14orf119 C17orf80 C1GALT1C1 C1orf109 C1orf56 C2orf42 C6orf120 CAAP1 CAMSAP2 CC2D1B CCL20 CCNH CD200 CD58 CDK4 CEP19 CEP83 CHSY1 CIPC CISH CLDN1 COA4 COPB2 COX17 CPEB2 CRNDE CRNKL1 CTNNAL1 CTSL CTTN DCUN1D3 DESI1 DLAT DNAJB6 DNAJC17 DSE DUSP14 EEIG2 EGR1 EGR2 EGR3 EIF2B2 ELK3 EMP1 ERLIN1 EVI2A EXOSC3 EXOSC4 FADD FAM83G FASLG FBXO22 FYCO1 GEMIN6 GET1 GFOD1 GHRLOS GLB1 GLMN GLRX3 GNL2 GNPNAT1 GON7 GOT1 GRAMD4 GRAPL HCP5 HSF5 IMP3 IRF4 KANSL1L KCTD21 KLF10 KTN1 LAMP3 LEO1 LIF LINC01128 LTA LYAR LYPLA2 LYSET LYST MAGOHB MARS2 MED21 MED31 MED7 METTL13 MIR155HG MIR3142HG MIR3667HG MLYCD MOB3C MPLKIP MRPL35 MTERF3 MTHFD2 MTO1 MYB NAB1 NAPEPLD NCBP1 NEMP1 NIFK NOG NR4A1 NT5E NUBP1 NUDCD1 NUP42 ORAI1 OSBPL11 OSBPL3 PHF23 PHLDA1 PIGM PKIA PKNOX1 PLEKHA3 PLPP5 PNO1 POLR3D PPIL1 PPM1D PPP1R10 PTPN22 PUS3 RAB27A RAB39B RANBP1 RBBP8 RIF1 RLN1 RNF168 S1PR3 SDF2 SERPINE2 SERTAD1 SH3PXD2A SIPA1L1 SLC17A5 SLC25A19 SLC7A1 SNX16 SPAG1 SPRY1 SRFBP1 ST8SIA4 STX6 TBL2 TEX30 TIMM13 TIMM8A TMEM165 TMEM223 TMEM88 TNF TNFAIP6 TOB2 TRDMT1 TRMT6 TTI2 TUBD1 TUBE1 TXLNA UMPS URB1 UTP14C VASP VMP1 WDR3 ZBTB42 ZBTB8A ZC3H10 ZFP3 ZFP69B ZNF140 ZNF215 ZNF234 ZNF235 ZNF276 ZNF416 ZNF583 ZNF684 ZNF879 ZSWIM6 GSE17974_0H_VS_2H_IN_VITRO_ACT_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_0H_VS_2H_IN_VITRO_ACT_CD4_TCELL_UP ABCA2 ABCC10 ACAP1 ADPRM AJAP1 ALDH8A1 ALKBH7 ALS2CL ANAPC15 ANKRD36C ANKRD39 ARHGAP32 ARHGEF11 ARIH2OS ARRDC3 ASAH1 ASPH ATP6V0E2 BHLHE23 BIN2 BMP1 BRD7P3 C16orf74 C9orf72 CAMK2D CASP1 CD4 CD70 CDC14A CDCA7 CFL2 CITED2 CLDN19 CLIP2 CNBD2 CTSH DHRS7 DLG3 DNASE1L1 DTD1 DUSP1 DYNLRB1 EFHC2 EIF2D EIF4E3 EIF4G3 ENSG00000280119 EPHX2 EPS8L2 ERP27 ETHE1 EVL EXD3 FAM13A FAM168A FAM200B FAM78A FBXO33 FHIT FKBP14 FLOT2 FOS FRAT1 FRG1JP FYB1 G0S2 GABBR1 GADD45A GALC GALNT12 GMDS GPR160 GPRASP2 GSAP GSDMB GSTK1 HAR1A HAUS3 HEMK1 ILF3-DT IRF1-AS1 ITGA4 ITGA6 ITGB7 JUN JUNB KCTD3 KIFC2 KLF4 KLHL15 LDB2 LINC00173 LINC00955 LMF2 LYRM9 MAN2B2 MCOLN1 MDS2 MELTF-AS1 MICA MMAB MMD MORC2-AS1 MRPL1 NEU4 NFIL3 NFKBIZ NME4 NMRK1 NSMCE3 NTAQ1 OXNAD1 PARP3 PCIF1 PCNX2 PDE4B PET117 PGAP3 PHF21A PHKB PIGA PNKP PNMA2 POLI POLR3GL PPP3CC PRKCZ PSTK PTGR3 PTP4A1 PTPMT1 PTPN13 R3HDM2 RAP1GAP2 RBM33 RCSD1 RFXANK RGS1 RGS2 RIPOR2 RNF125 RNPEP RPS6KC1 S100A6 SAMHD1 SC5D SCAI SIAE SIK1 SLC10A7 SLC16A5 SLC2A3 SLC66A3 SNN SOCS1 SOCS3 SRD5A1 ST3GAL5 STK16 SUCLG2 TAFAZZIN TARBP1 TARS2 TBC1D22A TBC1D29P TMEM141 TMIGD2 TOB1 TPD52 TPM2 TPRN TRABD2A TRIB2 TSC22D1 TXK TYSND1 U2AF1L4 UBALD2 UBASH3B UCP2 UNC119B VAMP5 VIPR1 VNN2 VPS26B WAS WDR13 XPNPEP3 ZBED10P ZBTB10 ZBTB20 ZC3HAV1 ZDHHC11 ZDHHC14 ZFAND3 ZMIZ1 ZNF101 ZNF337 ZNF844 GSE17974_0H_VS_48H_IN_VITRO_ACT_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_0H_VS_48H_IN_VITRO_ACT_CD4_TCELL_DN ACAA2 ACY1 AIFM1 ALCAM ALKBH2 ANGPTL6 ANP32E ATAD5 ATG7 ATP5IF1 ATP5MF BAZ1B BCKDK BRIP1 BZW2 C1GALT1C1 C5orf34 C9orf40 CARS1 CBR4 CCDC34 CCHCR1 CCNF CCNH CCT4 CDK2 CENPF CENPJ CEP152 CHMP2A CHMP5 CHSY1 CKLF CMSS1 COPS8 CORO1B COX6A1 COX8A CREB3 CRNKL1 CSNK2A1 CSTF3 CYB5B DCP1B DCPS DHPS DNAAF10 DNAJA3 DNAJC17 DPAGT1 DYM EBP ECI1 EFCAB3 EFNA4 ELP5 ETFB EXO1 FAF1 FAH FAHD1 FAM210A FANCB FAR2 FGF11 FNTB GBE1 GCSAM GDI2 GGCT GLA GLB1 GLIDR GM2A GNGT2 GRHPR GSTO1 GZMH HCP5 HDAC1 HDHD5 HEMK1 HMCES HMGB3 HNRNPA2B1 HNRNPC HNRNPLL HPRT1 IDH2 IL2RB INPP4B INSIG2 INTS2 INTS6 KDELR2 KHDC1 KIF2A KIFC1 LCP1 LEAP2 LIMK2 LRRC42 LRRFIP2 LSM2 LSM4 LTA MAD2L2 MAP3K7CL MED20 METTL15 METTL25B MICU1 MIR3142HG MITD1 MMACHC MPLKIP MPST MRM2 MRPL18 MRPL37 MRPS18B MTHFD2 NAA38 NEMP1 NFE2L3 NFXL1 NIF3L1 NSD2 OARD1 ORAI3 OST4 PAICS PAM PARP9 PARS2 PCCB PDCD10 PDHA1 PI4K2B PIGM PLIN2 PP7080 PPID PPP1R14B PRC1 PRDX1 PSMD8 PSME3IP1 RECQL4 RHOF RIBC2 RIF1 RIMS3 RMI1 ROMO1 RUVBL2 SASS6 SAV1 SDHAP1 SENP8 SERAC1 SGCB SH2D5 SMG9 SNRNP25 SNRPD3 SORD SSU72 SYNE4 TBC1D19 TBX21 TDP1 TEX30 TIGIT TMEM120A TMEM165 TNFRSF8 TP53BP1 TPM4 TPRG1 TRAP1 TREX1 TRNAU1AP UBE2K UBL5 UCK2 UMPS VDAC1 VPS26C WDHD1 WDR3 WDR54 WRAP53 YWHAE ZDHHC13 ZMYM6 ZNF232 ZNF780A GSE17974_0H_VS_48H_IN_VITRO_ACT_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_0H_VS_48H_IN_VITRO_ACT_CD4_TCELL_UP ABHD13 AK5 ANXA1 APOBEC3A AQP3 ARHGAP21 ARRDC3 ASAH1 ASPH ATG14 ATXN1L AUTS2 BIN2 BMPR2 BMX BTG2 CCDC66 CD69 CDC14A CES5A CHD9 CITED2 CNST COQ10A CSGALNACT1 CUX1 DCUN1D2 DNAH5 DNAJB1 DNAJC3 DPEP1 DPEP2 DUSP1 EFHC2 EMB EMC10 ENC1 ENSG00000274253 ENSG00000280119 ENSG00000284691 ENSG00000291065 EPB41L4A EPHA4 ERO1B ETV3 EVI2B FAM200B FAM83C FAM8A1 FBXL5 FBXO33 FBXO7 FNDC3B FOS FYTTD1 G0S2 GABBR1 GADD45A GNAQ GPATCH2 GPRASP1 GPRASP2 GSAP H2BC15 HABP4 HSD17B11 IFT20 IL11RA IL7R IRS2 ITGA6 ITGAM ITPRIP JADE1 JMY JUNB KANSL2 KAT6A KCNA3 KLF2 KLF3-AS1 KLRB1 KRT73 LINC01138 LMTK2 LRRC27 LYRM9 LYZ MAN2B2 MAP3K5 MAP4K4 MARCHF2 MARCHF8 MECOM MEF2D MEGF6 MIR22HG MORC2-AS1 NAAA NFKBIZ NOSIP NR4A2 OTUD1 PAIP1 PARP8 PCIF1 PCNT PDCD4-AS1 PDCL PDE4B PELI2 PGAP3 PIM1 PLEK PLXDC1 PRKCQ PRR12 PTGS2 PTP4A1 PTPRJ PTPRM RAP1GAP2 RASA3 RASGRP2 RBSN RNF10 RNF11 RNF125 RNF139 RP9P SAMD4B SC5D SCARB2 SELL SGK1 SKIL SLC26A11 SLC2A11 SMCR5 SNN SNORA28 SNRPN SNX29 SORL1 SOX4 SOX6 SPTY2D1 ST3GAL5 ST7 STK19 STXBP5 SUSD4 SYNM TAS2R16 TENM1 TENT5C TIGD1 TMX4 TNFSF8 TOX TP53INP1 TPM2 TPRG1L TRAPPC10 TRIB2 TSIX TSPAN32 TSPYL4 TXK TYROBP UBL3 USF3 VCPKMT VIPR1 VPS9D1 VWA5A WDR19 WHAMM YOD1 YPEL2 YPEL5 ZDHHC11 ZIM2 ZNF10 ZNF256 ZNF329 ZNF423 ZNF592 ZNF8 ZNF805 ZRANB1 ZXDB GSE17974_0H_VS_4H_IN_VITRO_ACT_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_0H_VS_4H_IN_VITRO_ACT_CD4_TCELL_DN AARS1 ABAT ACSL4 AEBP1 AIMP2 AK2 ALG1 ALG3 ALKBH2 ANKS3 ARL13B ASNS ATP6V1F BAZ1B BCAT1 BCL2A1 BTBD19 BTLA BYSL C11orf24 C14orf119 C1GALT1C1 C2orf42 C3orf52 CBR1 CCDC86 CCL20 CD200 CDK4 CHAC2 CHMP2A CISH CLDN1 CLEC2D CMSS1 CNOT1 COA4 COPB2 COPRS CSTF3 CTSL DCTPP1 DDX10 DESI1 DHRS7B DNAJB6 DNPH1 DPAGT1 DSE DUSP18 EGR2 EGR3 EIF2B2 EIF2B4 EIF2S2 ELP5 EOMES EPOP FADD FASLG FBLN7 FKBP2 FTSJ3 GADD45GIP1 GAR1 GEM GEMIN6 GFI1 GFOD1 GLB1 GLMN GON7 GRB10 GRWD1 HAX1 HCP5 ID3 IDI2 IFNA1 IFNAR1 IL18R1 IL2RA IPO4 IRF4 IRF8 JMJD4 KCTD21 LEO1 LINC01128 LTA LTBP4 LYAR LYSET LYST MAGED2 MED18 MFAP1 MIR155HG MIR17HG MIR3142HG MLYCD MMACHC MOB3C MRPL12 MRPL17 MRPL18 MRPS16 MRPS7 MRRF NAB2 NAGK NASP NCBP1 NDFIP2 NDUFA8 NR4A3 NT5E NTMT1 NUBP1 NUDCD1 NUP42 PACC1 PALS2 PDCD2L PEAK1 PIGM PKIA PKNOX1 PNO1 PNP POGLUT1 POLD2 POLR2F POLR3D POP1 POU2AF1 PPAN PPIL1 PPP1R14B PRDX1 PRDX4 PRELID1 PRMT1 PRPF38A PSMB2 PSMB5 PSMD8 PSMG1 RBM28 RNF34 RRP1 RRP9 RRS1 S1PR2 SCO2 SERAC1 SF3B3 SH2D2A SLAMF1 SLC35A5 SLC35F3 SLC39A14 SNRNP35 SNX8 SPATA31C2 SRM STARD4 STIP1 TACR3 TIMM44 TMEM147 TNF TNFRSF4 TNFSF11 TNFSF14 TNS3 TP53BP1 TRDMT1 TTI2 TTLL4 UBE2NL UMPS USE1 UTP11 WDR12 WDR77 WIZ ZMYM6 ZNF165 ZNF232 ZNF234 ZNF239 ZNF322 ZNF443 ZNF584 ZNF607 ZNF71 ZPR1 ZSCAN12P1 GSE17974_0H_VS_4H_IN_VITRO_ACT_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_0H_VS_4H_IN_VITRO_ACT_CD4_TCELL_UP ABHD14B ACAP1 ACSS2 ADM AK5 ALDOC ANKDD1A AREG ARRB2 ARRDC3 ATP2B1-AS1 BIN1 BIN2 C11orf21 C1QTNF12 C4BPA CASP9 CCNE1 CD248 CD4 CGRRF1 CNBD2 COMMD9 CORO1B CRYL1 CSRP1 CTPS2 CTSK DHRS13 DIAPH2 DIS3L2 DLL1 DNAJB1 DNAJC4 DPEP2 DPPA5P4 DSC1 DTD1 DUSP1 DUSP10 ECHDC2 EFHC2 ENC1 ENPP2 ENSG00000280119 EPHA4 EPHX2 ERP27 ETFB ETHE1 FAM111A FAM13A-AS1 FAM8A1 FBXL12 FBXL16 FBXL20 FCGRT FES FHIT FLOT2 G0S2 GABARAPL1 GABBR1 GALNT12 GARS1-DT GJC2 GOLGA4-AS1 GPR143 GSAP GSE1 H1-10 HABP4 HAR1A HAUS4 HAUS5 HEBP2 HEMK1 HOXD11 IGBP1 IL10RA IL11RA IQGAP2 IRS2 ITGA4 ITGAM ITGB2 ITGB7 ITPRIP KCNA3 KCTD3 KHK KLF4 KLF7 KRT73 LCOR LDB2 LLGL2 LPP LRP2BP LRRC37A2 MAN2B2 MORC2-AS1 MPPE1 MT1H MT1X MT4 MTFR1L MYO1G NDRG1 NPC2 NUP210 PAN2 PARP3 PCIF1 PCNT PDLIM2 PELI2 PGAP3 PIEZO1 PIK3R5 PON2 PSTK PTP4A1 PTPRM R3HDM2 RAP1GAP2 RBM33 RBM38 REM2 RFX3 RNF157 RNPEP S100A6 SAMHD1 SC5D SCRN1 SFXN5 SH3PXD2A SIAE SIGIRR SIK1 SLC22A18 SLC22A23 SLC35G1 SLC9A9 SNN SNX29 SRGAP3 SSBP4 ST3GAL5 STK16 STMN3 SUSD3 SUSD4 TAFAZZIN TAMM41 TBC1D10A TCEA3 TEX14 TFDP2 THBS3 TJP2 TMCC3 TMEM256 TMEM9 TOB1 TP53INP2 TPM2 TRABD2A TRADD TRAM2 TSC22D3 TTLL5 TTN UBASH3B UBE2Q2P13 UBL4B VAMP5 VIPR1 VNN2 WDR13 WDR27 XAGE3 XPC ZBTB20 ZC3HAV1 ZDHHC11 ZFAND2A ZNF394 ZNF438 ZNF731P ZNF844 GSE17974_0H_VS_6H_IN_VITRO_ACT_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_0H_VS_6H_IN_VITRO_ACT_CD4_TCELL_DN ACOX1 ADGRA3 ADO ALDOA ALG3 ALKBH2 ARHGAP18 ARMC6 ATP1B3 B4GALT5 BACH2 BCL2A1 C12orf29 C14orf119 C17orf80 CACYBP CCDC86 CCT4 CCT6A CD200 CDC16 CHAC2 CHCHD6 CMSS1 COA3 COPRS CRIM1 CSTF3 CTNS DDX10 DNAJC17 DNLZ DNPH1 EED EIF2B2 EIF4E2 ELMO3 ERCC6 ERP44 FAM114A2 FAM174C FAM241A FLAD1 FRMD4B FYCO1 GBP2 GEM GEMIN6 GMPPB GNG8 GNL2 GON7 GOT2 GPN3 GRK3 GTDC1 HAUS7 HOMER1 HSD17B10 HSPD1 HYOU1 IL18R1 IL1R1 IL21R IL2RA IMP3 ISG20L2 ITGA3 JAML KCNJ2 KEAP1 KPNA2 LAPTM4B LBHD1 LCP2 LRRC59 LYAR MED7 MFSD2A MFSD3 MICOS13 MIR3667HG MLH3 MLYCD MMACHC MOB3C MPLKIP MRPL17 MRPL20 MYB NAA30 NAB1 NAB2 NANP NANS NAXE NFXL1 NLE1 NR0B1 NT5E NUBP1 NUDCD1 NUP37 ORMDL2 OSBPL3 PAICS PARS2 PEAK1 PEX5 PGD PHLDA1 PIGM PITPNA PITPNB PKIA POGLUT1 POLD2 POLE2 POLR1G POLR2F POLR2H POLR3H POP4 PPIL1 PPP1CA PPP1R14B PRADC1 PRDX1 PRDX4 PRMT1 PSMB2 PSMD8 PSMG1 PTK2 PTPN22 PUS3 QDPR RAB11FIP1 RAB27A RANBP1 RBM28 RCC1L RFC4 RRP7A RUVBL1 RUVBL2 SAMM50 SAYSD1 SCFD2 SDF2L1 SEC11C SFT2D2 SH2D2A SLC25A15 SLC25A32 SLC29A1 SLC7A1 SNRPD3 SNRPG SPRY1 STX6 TBCCD1 TBL2 TIAM1 TIMM10B TIMM13 TMEM126B TMEM140 TMEM223 TOLLIP TOMM5 TOP1MT TP53BP1 TRAP1 TUBB TXNL4A UBL5 UCHL3 UCK2 URB2 UTP11 UTP14C UTP15 UTP18 VBP1 VDAC1 VTI1B WDR3 WDR36 XCL1 XPOT YARS2 ZBTB6 ZMYM6 ZMYND19 ZNF234 ZNF443 ZNF470 ZNF557 GSE17974_0H_VS_6H_IN_VITRO_ACT_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_0H_VS_6H_IN_VITRO_ACT_CD4_TCELL_UP ABHD3 ACAP1 ADM AGPAT4 AGTPBP1 AK5 AKTIP AREG ARHGEF11 ARIH2OS ARRB2 ARRDC3 ASB16-AS1 ASH1L-AS1 BAG3 BIN1 BIN2 C16orf54 C9orf72 CCDC69 CD4 CHD9 CITED2 CLIC6 CMC4 CORO1B CPEB2 DCTN3 DDIT4 DHRS7 DIAPH2 DNAJC4 DOK2 DPEP2 DUSP1 DYNLT2B EFHC2 ENC1 ENPP2 ENSG00000280119 ENSG00000288011 EPHA4 EPHX2 ERP27 FAM111A FAM13A-AS1 FAM200B FAM24B FAM8A1 FBXO33 FHIT FNIP1 FOSL2 G0S2 GABBR1 GADD45A GJB6 GKAP1 GPATCH2 GPRASP2 GSE1 GSTM1 GTF2IRD2 H1-10 HEBP2 HKDC1 HSD17B11 HYKK IL10RA IL11RA ING2 IRF2BP2 IRF2BPL IRS2 ITCH ITGA4 ITGAM ITPRIP JUN KAT6B KCNA3 KCTD3 KIFC2 KLF11 KLF4 KLF7 LIME1 LINC00173 LINC00938 LINC02035 LPP LYRM9 MAFF MAN2B2 MBNL2 MCUB MDS2 MEF2D MLLT11 MORC2-AS1 MT1F MT2A MXD1 MYLIP MYO1F MYO1G NDRG1 NET1 NEU4 NMT2 NOL4L PARP3 PARP8 PCSK5 PDCD4-AS1 PDCD6P1 PDE4D PDE9A PELI2 PIK3R5 PPP3CC PRDM5 PRKCA PRLR PSTK PSTPIP1 PTGS2 PTK2B PTP4A1 PTPRM PTPRT RAP1GAP2 RAPGEF2 RBM33 RETREG1 RFX3 RGS1 RNF10 RNF125 ROGDI SAMHD1 SIAE SKIL SLC2A3 SLC9A9 SMIM10L1 SMYD3 SNN SOCS3 SOX4 SPON2 SRD5A1 SRGAP3 ST3GAL5 SUCLG2 SUSD4 SYNM SYTL1 TBC1D5 TCEA3 TENM1 TJP2 TOB1 TP53INP2 TPM2 TPP1 TRAM2 TSC22D1 TSC22D3 TSPAN32 TSPYL4 TTC28 TTC32 UBASH3B UBE2Q2P13 UCP2 UGT2B17 UTRN VIPR1 VPS9D1 ZBED10P ZBTB20 ZBTB4 ZDHHC11 ZFAND1 ZNF101 ZNF256 ZNF34 ZNF592 ZNF8 ZNF831 GSE17974_0H_VS_72H_IN_VITRO_ACT_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_0H_VS_72H_IN_VITRO_ACT_CD4_TCELL_DN ACSS2 ANKZF1 APOBEC3G ARL6IP1 ARMT1 ATP23 ATP5IF1 ATP5MC3 ATP5MF B3GALT4 BCAT1 BCKDK BLM BMAL2 C10orf88 C11orf24 CAMK1 CAPG CCDC34 CCNA2 CCNF CCT4 CD53 CD82 CDC25A CENPF CENPJ CENPW CERS2 CETN3 CHAF1B CHMP5 CKS2 COMMD8 COPS5 CORO1B COX5A COX8A CRNKL1 CYTIP DBI DCP1B DDIT4 DHRS1 DLEU1 DNAAF10 DNAH14 DNAJC17 DNAJC9 DNMT1 DPAGT1 DTD1 DTYMK DUT DYM EBI3 EBP EED EFCAB3 EGLN3 ELP5 ERG28 ERLIN1 EVI2A EXO1 FADD FAF1 FBXO22 FEN1 FHOD1 FPGT FRMD6 GALK1 GBP2 GLE1 GNA15 GNGT2 GPR157 GRK3 HCP5 HNRNPA2B1 HNRNPLL HNRNPUL2 HPRT1 HSCB IARS2 IDH2 IFT25 IMMT INTS2 INTS6 IRF4 KDM7A-DT KEAP1 KIF2A KLF10 KTN1 LAYN LDHC LEAP2 LEPR LINC00526 LINC01128 LRRC42 LRRFIP2 LSM4 LTA MAD2L2 MAP2K1 MCM5 MEAK7 MRPL17 MRPL18 MRPL23 MRPL35 MRPL37 MRRF MTA3 NCKAP1L NEMP1 NFXL1 NGLY1 NSD2 NUDCD1 NUDT6 NUP88 OXSR1 P4HA1 PAK1 PARK7 PDAP1 PDHA1 PGRMC1 PHF19 PHPT1 PLAC8 PLCXD1 PLTP POLB POLR2H POLR3D PP7080 PPCDC PPID PPP1CA PRDX4 PSMB2 PSMG1 PTPN22 RAB20 RBM41 RBM6 RCC1L RECQL4 RFC2 RHOC RNGTT RPP30 RUVBL2 SAPCD2 SDHAF4 SFN SFT2D1 SHMT1 SKA3 SLC25A11 SMIM7 SMYD3 SND1 SNRPD3 SNX12 SNX3 SPAG16 SPATC1L SPINT2 STAMBPL1 STXBP1 SUPT20H TK1 TMEM263 TMEM65 TNFAIP8L1 TPD52 TRAP1 TREX1 TRIB3 TRIM4 TRIP10 TRIQK UBAC2 UBL5 VBP1 VDAC1 VPS26C WDHD1 WRAP53 YARS2 ZCCHC17 ZNF367 ZNF410 GSE17974_0H_VS_72H_IN_VITRO_ACT_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_0H_VS_72H_IN_VITRO_ACT_CD4_TCELL_UP ABHD13 ABL2 AK5 ANKRD36C ANKRD52 ANXA1 APOBEC3A ARIH2 ARMC2 ASAH1 ASPH ATP2B1-AS1 ATP6V0A2 ATXN1L AUTS2 BIN2 C16orf54 C6orf226 C9orf78 CCDC86 CD83 CHD9 CIRBP CLASRP CLEC7A COQ10A COQ10B CRAMP1 CSGALNACT1 CTSO CUX1 CXCL1 DDX28 DGCR11 DGKQ DNAJB9 DNAJC3 DUSP1 EFHC2 EGR1 EID3 ENC1 ENSG00000274253 EPHA4 ERP27 FAM200B FBXL5 FBXO33 FCMR FCN1 FGF5 FHIT G0S2 GABARAPL1 GABBR1 GADD45A GPR153 GSAP H3C1 HABP4 HCK HES4 ID2 IER2 IFT20 IL11RA IL1B IL7R INTS15 IPCEF1 IRS2 ITFG2 ITGA6 ITPRIP JADE1 JUN KANSL2 KLF11 KLF2 KLF4 KRT73 L3MBTL3 LDB2 LETM1 LGI1 LILRB2 LINS1 LMTK2 LYZ MAN2B2 MAP3K5 MARCHF2 MARCHF8 MEF2D METAP1D MFSD1 MIR22HG MORC2-AS1 NAP1L5 NFKBIZ NOM1 NOSIP NR4A2 NSMCE3 PAIP1 PARP8 PCSK5 PGAP3 PITHD1 PLXDC1 POLR3E PRKCQ-AS1 PRRX1 PSMG4 PTP4A1 PTPN13 RAP1GAP2 RAPGEF1 RARS2 RFX3 RGS2 RIOX1 RMND5A RNF10 RNF11 RNF125 RNF139 RRN3P1 SAMD4B SGK1 SHISAL2A SIK1 SKIL SLC12A9 SLC25A25-AS1 SLC25A33 SLC5A6 SMCR5 SMURF2 SNORA28 SNORD104 SNX29 SOX6 ST3GAL5 ST6GALNAC1 STXBP5 SYNM TAMALIN TCF7L2 TCTA TENM1 TEX45 TIGD1 TMEM132B TMEM201 TMEM9B TNFRSF21 TNFSF8 TNRC6B TPM2 TRAPPC14 TRIB1 TRIB2 TRIM16L TRMT6 TRPM7 TSPYL2 TSPYL4 TSSC4 TTC28 TTN TWF1 TWNK USF3 UTP15 VCPKMT VIPR1 VPS9D1 WDR53 WDR81 YPEL5 YRDC ZBTB20 ZDHHC11 ZNF256 ZNF394 ZNF502 ZNF542P ZNF592 ZNF669 ZNF8 ZNF805 ZNF844 GSE17974_1.5H_VS_72H_IL4_AND_ANTI_IL12_ACT_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_1.5H_VS_72H_IL4_AND_ANTI_IL12_ACT_CD4_TCELL_DN ABHD10 ABRAXAS1 ACADM ACADVL ACAP1 ACAT1 ACLY ACOX3 AKR7A2 ALDH18A1 ANGPTL6 ANKZF1 ANXA4 ARAP3 ARPC1B ARPC5 ASF1B ATG7 ATIC ATP5MC3 ATP6V1F B3GNTL1 BAX BCAT1 BRI3BP BRIP1 C12orf75 CARM1 CBY1 CDK2 CDK5 CDYL CENPF CENPI CENPM CNOT1 CPNE2 CTNNAL1 CZIB DBI DDAH2 DDB2 DHPS DHTKD1 DHX32 DHX58 DIAPH3 DLG5 DOCK7 DPH5 DUSP5P1 DVL2 EEF1AKMT1 EIF3J-DT ELOA-AS1 ERG28 ETHE1 EYA3 F8 FAM120A FAM219B FGGY FIGNL1 FNTB FSD1 FUCA2 GALM GATB GBP2 GINS3 GMDS GNGT2 GRHPR HAUS4 HEXIM2 HIRIP3 HLTF HMGB3 HOMER1 HOOK3 HPDL HPS3 HSD17B8 IL10RB IL10RB-DT INTS13 IPO11 IRF2 ISCA2 ITPR3 JAKMIP2 JAML KTN1 LINC00472 LRRC1 MAD2L2 MAGEF1 MAMDC4 MAPKAPK3 MCRIP2 MPZL2 MRPL11 MRPS15 MRPS16 MRPS31 MRPS34 MTA3 MYO1B NAA38 NCAPD3 NDUFAF1 NFAT5 NHERF1 NHP2 NR1H3 NRM NSD2 NT5C3B NUDCD3 ORC3 OXSM P4HA1 PAM PARVB PCBD1 PCMT1 PDE6D PEAK1 PHB1 PIAS3 PIH1D1 PIMREG PINLYP PM20D2 PNPLA3 POLA1 POLD3 POLQ POLR3K PRDX4 PSMB10 PSMB2 PSMB8 PTAR1 PTGIS PUDP RAB23 RAB26 RAB7A RABEPK RAD51C RCCD1 RDH11 RDX RNF5 RPA4 RUVBL2 SBF2-AS1 SFN SH2D3C SIGLEC17P SKA3 SLC25A20 SNAP47 SQOR SRI STC2 STX10 STYXL1 SUV39H2 TBC1D31 TBL1XR1 TCEAL3 THYN1 TIMM13 TMEM120A TMEM187 TMEM273 TNFRSF4 TRAF2 TRAPPC5 TRIP13 TROAP TTC30A TWF2 TXN2 UCK2 UHRF1 VCL WDR76 ZC3H6 ZFTRAF1 ZNF232 ZNF343 ZNF589 ZNF692 ZNF775 ZNF821 ZSCAN30 GSE17974_1.5H_VS_72H_IL4_AND_ANTI_IL12_ACT_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_1.5H_VS_72H_IL4_AND_ANTI_IL12_ACT_CD4_TCELL_UP ADAM29 ADPRM ANGEL2 ATMIN ATXN3 ATXN7 B4GALT7 BTBD19 BTG2 C12orf43 C1orf198 C6orf120 CCDC146 CCNY CCR7 CD40LG CD69 CD83 CDC14A CDC37L1 CDK12 CEBPZ CERK CHMP7 CHPF2 CKAP4 CLASRP CLCN4 COQ10B CRACR2A CRAMP1 CREM CRK CRTC3 CRYBG1 CSNK1D CSNK1G3 CSRNP1 CTPS1 CTSO CWF19L1 DCTN6 DDX27 DENND6A DPP8 DTX3L DUSP2 DYNLL2 EEIG1 ELL2 ELMO2 ELOA EMC8 ENC1 ENTPD4 EPB41L4A EXOSC6 FAM117B FBRSL1 FBXO28 FLNB FYCO1 FYTTD1 GEM GOSR1 GPM6B GPR89A GRAMD2B GRAMD4 HCG18 HERC6 HIC2 HIVEP1 HS3ST3B1 HSPBAP1 ICE1 IFNGR1 IL23A IL7R INO80 INPP5K JADE2 JMY KDM6A KLHL24 KTI12 LEPROTL1 LINC01260 LTV1 MAML1 MAP3K2 MAST4 MED13L MED19 MGAM MNT MOCS2 MOSMO MPP7 MTMR6 MTMR9 MTUS1 MX2 MYLIP NAGPA NATD1 NBN NCOA5 NETO1 NIPBL NLRP1 NOL9 NOP2 NR4A3 NUP98 PAG1 PBXIP1 PELI1 PELI2 PIGW PIK3CA PLK2 PLK3 PON2 PPBP PRDM1 PRMT6 PSMA3-AS1 PSTK PUS3 R3HDM4 RAB11FIP2 RABIF RALGAPB RAPGEF6 RASA3 RB1CC1 RBMXL1 RBSN RELL1 RHOH RNASEH1 RNF103 RNF38 RPP38 RRN3P1 RRP12 RRP15 S1PR1 SAMD4B SCARB2 SDE2 SEC62 SERPINA1 SESN3 SETD1B SH3RF3 SHISAL2A SLC16A6 SLC25A32 SLC35D1 SLC9A8 SLU7 SMCR8 SNORD89 SPATA2 SRSF6 STRIP1 TADA2B TCF7 THAP7 TNF TNFAIP3 TNFSF8 TP53INP1 TRAPPC13 TRMT6 TRPS1 TSPAN14 TSPYL2 UBASH3B UBE2B UBE2D1 URB2 USP27X USPL1 WDR48 YRDC ZFX ZNF200 ZNF335 ZNF350 ZNF37BP ZNF552 ZNF641 ZNF791 ZXDA ZXDB GSE17974_1H_VS_72H_UNTREATED_IN_VITRO_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_1H_VS_72H_UNTREATED_IN_VITRO_CD4_TCELL_DN ACP5 AGO3 ANKZF1 ANXA11 AP3B1 AP3M1 APAF1 APEH APOL2 ARPC1B ASF1B ATP5F1B BLM C1orf216 C4orf46 C8orf88 CAPG CCDC25 CCDC34 CCNA2 CCT8 CD53 CD79B CDC6 CENPM CERS2 CETN3 CGAS CHAF1B CHCHD2 CLNS1A CLPB CLPX CMSS1 COA6 COMMD8 CPSF3 CRAT CRTAP CSNK2B CTCF CZIB DENND10 DLEU1 DPY19L2P2 DRAM2 DRG1 DROSHA DTD1 DUT E2F7 EBI3 EDC3 EED EFEMP2 EGLN3 EIPR1 ENSG00000291211 ETFA ETFDH EXO1 FAM120A FANCA FANCL FARSA FBXO22 FNBP1 GET1 GFM2 GLB1 GLE1 GLT8D1 GMPR2 GNPAT GPANK1 GPR157 GRB2 HADHB HDAC3 HIRIP3 HMGB2 HNRNPLL HNRNPUL2 IAH1 IFI16 INVS ITPR3 JPT2 KEAP1 KHDRBS1 KIF2A KTN1 KYAT3 LAYN LCP1 LGMN LMNB2 LPXN LRP11 LSM2 LSS MAD2L1 MAD2L2 MAP2K1 MCM5 METAP1 MICA MLH1 MOB3A MPHOSPH9 MRI1 MRPL52 MRPS16 MTFR1 MTMR4 MYCBP NCAPD3 NEK2-DT NEMP1 NUDT7 NUP188 NUP37 ORC3 ORC6 OSBPL3 P4HA1 PAICS PAK1 PARK7 PCMT1 PDE6D PFKL PIAS3 PKM PKN3 PLEKHJ1 PPA2 PPIH PRDX4 PSD4 PSMB8 PSMG1 PTPN7 PXMP4 RAN RBBP7 RBX1 REPIN1 RIC8B RPL23AP7 SASH3 SDHAF4 SEC11A SHCBP1 SIRT5 SKP2 SLC25A11 SLC25A20 SNRNP25 SNRPA SORD SPAG16 SPATC1L SPATS2L SPINT2 STAP2 STARD3NL STC2 STYXL1 TBCD TBL1XR1 TFB1M TFPT TGFB1I1 TIMM29 TIPIN TMEM107 TMEM237 TMEM97 TMUB1 TRAFD1 TXN2 UBE2I UBE2Q2P13 UGP2 UNC45A UQCRC1 USO1 VAMP8 VBP1 VDAC1 VDAC3 VKORC1 VPS26C WDR33 WDR76 YWHAQ ZDHHC12 ZNF248 ZNF672 GSE17974_1H_VS_72H_UNTREATED_IN_VITRO_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_1H_VS_72H_UNTREATED_IN_VITRO_CD4_TCELL_UP ADGRE2 ADNP2 AKAP8 ALG13 ANKRD28 ANXA1 ARHGAP21 ARID4B ARL8B ASTE1 ATP6V1G1 ATXN1L BACH1 BCCIP BCL2L11 BLOC1S4 BPGM BRPF1 C1orf56 C6orf120 CACNA1I CAST CCDC86 CCNY CD69 CEMIP2 CRBN CRY1 CSRNP2 CTSL CTU2 CUL3 CXCL16 DDX19B DDX20 DDX21 DDX3X DGCR11 DHX8 DNAJA4 DNAJB12 DNAJB9 DNAJC25 DTNBP1 DUS3L DUSP11 ELF2 ELOA ENSG00000274253 ERLEC1 ERMN ERP27 FAM222B FAM3C FAM53C FAM91A1 FBXL3 FCMR FCN1 FKRP FNDC4 FOSB FYTTD1 GEM GORAB GPA33 GPR132 GPR65 GTPBP4 HIVEP1 IER5 IFRD1 IKZF5 IL7R IP6K2 IQSEC1 IRS2 ITGA6 JADE1 JMY JOSD1 KANSL2 KBTBD2 KMT2C LEF1-AS1 LTV1 LYSMD2 MAPK1IP1L MARCHF8 MAT2A MAX MCRS1 MOAP1 MOB1B MORC2-AS1 MTMR3 MTMR9 MYC MYNN NAP1L5 NET1 NFKBID NOL6 NOM1 NOP58 NOSIP NOTCH1 NSMCE3 NUP54 NXT1 PARP8 PDZD8 PFN2 PHF20L1 PLEKHH2 POSTN PPARGC1B PPIL4 PRKD3 PRMT9 PROSER2 PTP4A1 PUS3 QTRT2 RAB30 RAPGEF6 RBSN REL RHBDD2 RHOH RING1 RMND5A RPF1 RPL26L1-AS1 RPP38 RYK SCYL2 SECISBP2 SH2B3 SIK1 SLC25A32 SLC25A33 SLC5A6 SMAD1 SMCR8 SNORD104 SNORD89 SNX9 SPATA2 SPTY2D1 SURF2 SVIL SYNCRIP SYNM TAGAP TBC1D23 TCTA TECPR1 TEX261 TFIP11 TGFBR2 TIMM23 TMEM201 TMEM243 TNFAIP6 TNFSF14 TNIP2 TRIB1 TRMT12 TRMT6 TSPYL2 TSSC4 TTC19 TTN USPL1 UTP15 VCPKMT VEZF1 VPS37B WDR47 YTHDF1 ZBTB10 ZC3H12A ZFP36 ZHX1 ZMPSTE24 ZNF165 ZNF202 ZNF256 ZNF268 ZNF281 ZNF3 ZNF324 ZNF326 ZNF843 ZNFX1 ZRSR2P1 GSE17974_2.5H_VS_72H_IL4_AND_ANTI_IL12_ACT_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_2.5H_VS_72H_IL4_AND_ANTI_IL12_ACT_CD4_TCELL_DN ABHD10 ACAD9 ACADVL ACP6 ADD1 ADK ALKBH6 ANKRD39 ANXA4 ARF5 ASCC1 ASIC5 B3GNTL1 BATF3 BEX3 BHLHE40 BMPR1A BRI3BP BUB3 C12orf75 C4orf3 CAMK2G CAPG CAPN12 CD5 CD9 CDC25B CDK2 CDK5 CEP152 CEP41 CEP57L1 CLNS1A CMAS COMMD7 CPNE2 CRADD CRYL1 CS CSRP2 CUEDC2 CUTA CYP51A1 DARS1 DBI DGKH DHCR24 DHFR DHX32 DHX58 DLG3 DLG5 DPAGT1 DRAM2 EIF2AK1 EIF4E3 EME1 EMILIN2 ETHE1 FAM241B FLOT2 FSD1 FUCA2 GEMIN7 GINS3 GNGT2 GOLPH3L GPANK1 GSDMB GTDC1 GUSB HIRIP3 HMGN4 HOMER2 HPDL HPS3 HSD17B8 HSDL2 IL10RB IL32 ING1 INPP1 INTS2 ISCA2 ITGB2 ITM2C JAKMIP2 KCNN4 KYAT1 LAMTOR4 LETMD1 LINC00029 LINC01924 LMNB1 LRRC32 LSM2 MAD2L2 MAGEF1 MAP3K21 MAP4K1 MCRIP2 MGAT1 MGST3 MICU1 MPV17 MRPL48 MTA3 MTFP1 MTIF2 MTMR4 NLRX1 NOA1 NOL3 NOPCHAP1 NSF NSMCE2 NUDT2 NUP107 NUP85 OXSM PARN PARP2 PARVB PDP2 PHPT1 PIH1D1 PINLYP PIP4K2B PKM POLD3 POLQ POU2F1 PRIMPOL PRPSAP1 PSMB10 PSMB8 PSMD4 PTAR1 PTPN18 RAB13 RAB20 RAB6A RAD51C RCCD1 RDX RECQL RHEBL1 RHOC RMND1 RNF144A RPS6KA1 S100A4 S100A6 SARS2 SBF2-AS1 SERPINB6 SERPINH1 SFN SFXN1 SIGLEC17P SLC66A3 SMCO4 SORD SQLE SRD5A1 SRI STMN1 STOML2 STXBP1 STYXL1 SYNE4 TCEA1 TCEA3 TCEAL3 TIAM1-AS1 TMEFF1 TMEM218 TMEM273 TMEM97 TNFRSF4 TRIQK TXN TXN2 TXNIP UCK2 UGP2 UHRF1 UNC45A UQCRC1 VSIG10L ZEB1-AS1 ZNF558 ZNF575 ZNF775 ZSCAN22 ZSCAN30 GSE17974_2.5H_VS_72H_IL4_AND_ANTI_IL12_ACT_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_2.5H_VS_72H_IL4_AND_ANTI_IL12_ACT_CD4_TCELL_UP ABCF1 ADNP2 ALG13 ANXA1 ARFGEF2 ARHGAP21 ARID5B ARIH1 ATG101 ATG14 ATMIN BACH2 BBIP1 BUD23 C1orf109 C9orf78 CAST CBLB CCDC93 CD6 CD83 CDC42EP3 CDK12 CDK5R1 CEBPZ CENATAC CHMP7 CREM CSNK1E CSRNP1 CTSO DDX27 DERL1 DSE DUSP11 E2F6 EIF5B EMC8 EMG1 EP400 EPB41L4A FAM104A FCMR FKRP FYCO1 GAR1 GFOD1 GNL2 GNL3 GPATCH4 GPR18 GTPBP4 HCFC2 HCG18 HERC6 HIC2 HIF1A ICOS IER2 IFT20 IL23A IL7R ITPKB IWS1 KCTD12 KDM6A KTI12 LEPROTL1 LINC01260 LINS1 LRPAP1 LYSMD2 LZTS3 MAP3K2 MAPK1IP1L MAPKAPK2 MAPRE2 MARS2 MAST4 MBTPS1 MCAT MED29 MFAP3 MFSD1 MIR17HG MRPL20 MRPS23 MTHFD2L MTMR6 MTOR MTUS1 MYLIP NAT9 NBN NDUFAF4 NFX1 NGDN NGRN NIPA2 NIPBL NOP16 NOP2 NOSIP NOTCH1 NR4A1 NR4A3 NRIP1 NUBP1 NUFIP1 NUP98 NXF1 NXT1 OSTM1 OTUD4 PDGFA PELI2 PLEK PLEKHB2 POGK POLR1A POLR3B PRMT6 PSMA3-AS1 PTGER4 PTP4A1 PUS1 QPCT R3HDM4 RALA RALGAPB RAPGEF6 RASA3 RASSF2 REL RNF130 RPF1 RRAGC RRP12 S1PR1 SACS SDCBP2-AS1 SDHAF2 SEC62 SH2B3 SHISAL2A SIRT1 SLC11A2 SLC25A32 SLC25A44 SLC30A7 SLC35D1 SLC38A2 SLC7A1 SLCO3A1 SMAD7 SMURF1 SPATA2 SPRY1 SYNM TAF9B TAGAP TDG TEX261 THAP7 TMBIM1 TMEM131L TMEM243 TMEM33 TMEM68 TMEM70 TNIP2 TOLLIP TPRG1L TRAPPC13 TRAPPC4 TRIM39 TRMT10C TRMT61A TSPYL2 TTC19 UBASH3B UBL3 VAV3 VMA21 WDR43 WDR73 ZBTB9 ZFAND4 ZFP36 ZNF2 ZNF200 ZNF263 ZNF350 ZNF416 ZNF462 ZNF746 ZSCAN32 ZXDA GSE17974_2H_VS_72H_UNTREATED_IN_VITRO_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_2H_VS_72H_UNTREATED_IN_VITRO_CD4_TCELL_DN ACADVL ACAP1 ACOT7 AK2 ANGPTL6 ANKRD27 ANKRD6 ANO6 ANXA11 APAF1 APEH APPL1 ARHGAP11A ARL2 ARL6IP6 ASF1B ATP5IF1 ATP5MF ATP5PF AURKA B3GNT2 BARD1 BEND5 BMT2 BRCC3 C4orf3 C4orf46 CAPG CAPNS1 CBX1 CBX5 CCDC25 CCNA2 CCNE2 CCNF CD226 CD300A CD38 CENPI CETN3 CHCHD3 CKS2 CLNS1A CLPP COMMD10 COPG2 COPS6 COX5A CPSF3 CPT2 CREB3 CTNNA1 CUEDC2 CYBC1 CZIB DDB2 DDIT4 DLEU1 DNMT1 DRAM2 DTD1 DUT EIF2AK4 EIF2D EIF3J-DT ERCC6L ERG28 ETHE1 FBXL16 FBXO22 FEN1 FIG4 FOCAD GALK1 GALK2 GFM2 GLB1 GLRX3 GNA15 GNPAT GSDMB GSS H1-3 HMGB2 HPCAL1 HPRT1 IFITM2 IMPDH2 INVS ITGB2 JMJD6 JPT1 KDM7A-DT KIF2A LAYN LIMS1 LINC00888 MAGEF1 MAP3K21 MAP4 MAPKAPK3 MCEE MCTS1 MDFIC MICU1 MLH1 MPHOSPH9 MPST MPV17 MTA3 MTFR1 MYO5A MZB1 N4BP2L1 NADSYN1 NDUFA7 NDUFB5 NDUFS2 NHERF1 NMRK1 NPC2 NXT2 ORC3 P4HA1 PAICS PAQR4 PCBD1 PCOLCE PHKB PHPT1 PLD3 PLEKHJ1 POLR3GL POLR3K POU2F1 PP7080 PRDX3 PRDX4 PRKAG1 PRMT7 PSD4 PSMB8 PTGR3 PXMP2 PYCARD RBM41 RECQL4 RHEBL1 RHOC RNASEH2C RNF113A RNF144A RWDD2A S100A4 SAPCD1 SDHAF3 SELENOW SHMT2 SIRT5 SLC2A3 SLC37A4 SLC39A4 SNRNP25 SNRPD2 SORD SPATA20 SPINT2 SRBD1 SRGAP2 SRGAP2C SRI STAP2 STIL STIM1 STYXL1 TATDN1 TBC1D22A TCF12 TFB1M THEMIS TIFA TMEM101 TMEM273 TMEM65 TMUB1 TRABD2A TRAF3IP2 TXN2 UBE2L6 UBE2Q2P13 UQCC3 VCL VDAC3 WASHC3 WDR76 WRAP53 ZDHHC13 ZMIZ1 ZNF788P GSE17974_2H_VS_72H_UNTREATED_IN_VITRO_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_2H_VS_72H_UNTREATED_IN_VITRO_CD4_TCELL_UP ACOD1 AGPAT4 ALKBH8 ANXA1 AP4E1 APC APOBEC1 ARFGEF2 ARHGEF2 ARMC8 ASB6 ATP2B1-AS1 ATP6V0A2 ATP6V1G1 ATP8A1 AUTS2 BACH1 BCL2A1 BLOC1S4 BRIX1 C12orf43 C2orf42 C6orf120 CCL20 CCNY CD83 CHD1 CHIC1 CIAPIN1 CLDN1 CMTR2 CORO7 CRACR2A CSRNP2 CTSL CTSO CXCL1 CXCL8 CYP20A1 DACH1 DDX21 DDX28 DNAJC25 DNLZ DOP1A DUSP5 EGR2 EGR3 EIF5 ELK3 ELOA ENC1 ENSG00000272447 ESYT3 FAM133B FAM169A FAM177A1 FAM199X FAM3C FAM83G FASLG FBXO21 FKRP FOS FUBP3 FYTTD1 GABBR1 GADD45G GCNA GLIPR1 GON4L GPA33 GRAMD4 GZF1 HPS5 HSPBAP1 IDI2 IL1B IL6 ITPRIP KCNH8 KLF10 LANCL2 LINC01138 LRP6 LRRC8D LTV1 LYAR LYPD3 LYSET LZTS3 MAGIX MARS2 MCRS1 METTL1 MICALL1 MRTO4 MTHFD2L MTUS2 MXD4 NCKAP5L NIFK NIPBL NOL6 NOL9 OSTM1 PHF23 PHLDA1 PIK3CA PLAA PLD6 PLEKHO1 PLK2 PLXDC1 PLXNA1 POLR1A PON2 PRNP PTX3 PUS3 QTRT2 RAPGEF6 RBM18 RBM25 RIN2 RIPK1 RPP38 RPP40 RYK SAMD4B SENP6 SGK3 SGPL1 SH2B3 SHISAL2A SLC17A5 SLC20A2 SLC25A25-AS1 SLC49A4 SLC5A6 SMAD1 SMURF1 SNAPC5 SNORD89 SNRPN SNX9 SRFBP1 SRR ST6GALNAC1 SURF2 SYNCRIP TBL1X TCF25 TENT5A TEX261 TIMM23 TMEM121B TMEM201 TMTC3 TNFSF14 TNFSF8 TRIM39 TRIM50 TRIM73 TRMT13 TRMT6 TRMT61B TSPAN3 TSSC4 UBE3C URB1 USP27X UTP15 UTP3 VEZF1 YRDC ZBTB49 ZC3H8 ZFP36 ZFP36L1 ZNF131 ZNF140 ZNF223 ZNF234 ZNF268 ZNF3 ZNF37BP ZNF416 ZNF45 ZNF542P ZNF565 ZNF567 ZNF583 ZNF682 ZNF804B ZSCAN32 ZSWIM6 ZZEF1 GSE17974_CTRL_VS_ACT_IL4_AND_ANTI_IL12_0.5H_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_CTRL_VS_ACT_IL4_AND_ANTI_IL12_0.5H_CD4_TCELL_DN ADO ALG13 ANKRD37 AP5S1 ARL5B ARL9 ATG101 BCL10 BCL2A1 BCLAF3 BCOR BIRC3 BTG2 BTN2A2 C11orf97 C17orf100 C2orf69 C4orf36 C6orf120 CCDC141 CCNH CD69 CENPL CHAC2 CKS2 CNTNAP1 CPB1 CREM CRNKL1 CSTF2T CYCS CYP51A1 CYTIP DENND2C DLGAP1-AS3 DNAJB4 DNAJB6 DNAJB9 DNM3 DUSP2 DUSP4 E2F6 EGR1 EGR2 EGR3 ELOVL4 ENPEP ENPP2 ENSG00000247228 ENSG00000268403 EQTN ETV3 EVI2A EXOSC3 FAM200A FAM220A FAM98A FAM98B FBXO30 FBXO33 FEN1 FNIP1 FUT4 FYCO1 GEM GET1 GGACT GMNN GPR18 GPR183 GPR65 H4C4 HCP5 HSF5 IBA57 IER2 IER5 ISG20L2 ITGA3 ITIH3 JAGN1 KBTBD8 KIAA1586 KLHL18 KPNA2 LINC00115 LINC00290 LMBRD2 LPAR6 MBNL2 MCPH1 MED21 MEIG1 MIR17HG MIR21 MLH3 MLYCD MOCS2-DT MRPL42 MRPS18A MTHFD2 MYNN NAA30 NCBP1 NFE2L2 NFE4 NFKBID NR1I3 NR4A1 NR4A2 NR4A3 NTMT1 NUDT15 OSBPL1A PALM PDCL PFKFB3 PHLDA1 PIK3CB PLEKHG7 PLPP1 PLXND1 PNPLA8 PPAN PPM1D PRPF38A PRSS12 PTGR2 PTRH2 PUS3 PWWP2B RABIF RASGEF1B RBPJL RBSN RNF113A S1PR1 SELENOK SELENOS SESN3 SH2D5 SH3RF3-AS1 SI SLC2A3 SLC31A1 SMIM7 SNAPC1 SNHG3 SNRNP35 SPICE1 SPRY1 SRSF1 STK36 TAGAP TBX15 TCAF1 TEX47 TIGAR TIMELESS TLR1 TMEM243 TNF TNFRSF11B TP53RK TRMT10C TXNDC15 TXNRD1 VCAM1 VPREB3 VTI1B WDR33 YIPF4 YRDC ZBTB10 ZBTB3 ZBTB8A ZCCHC13 ZFP30 ZFP82 ZNF184 ZNF200 ZNF227 ZNF256 ZNF331 ZNF410 ZNF415 ZNF569 ZNF571 ZNF701 ZNF850 ZPR1 GSE17974_CTRL_VS_ACT_IL4_AND_ANTI_IL12_0.5H_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_CTRL_VS_ACT_IL4_AND_ANTI_IL12_0.5H_CD4_TCELL_UP A4GNT ABCA2 ABCB9 ADCY5 ADGB ALG12 AMOT ANKS6 AOC1 APC2 APOA5 APRG1 ASB16-AS1 ASPRV1 BEND7 BMP1 BRICD5 C16orf74 C1QTNF2 C1orf159 CABP2 CABP4 CASC22 CAVIN3 CCDC13-AS1 CCDC158 CD14 CD163 CDK5R2 CDKN2B-AS1 CES1 CFAP100 CFAP65 CFB CLEC10A CLEC4E CLEC7A CLIP2 CORIN CPPED1 CRACDL CSTL1 DDA1 DDX54 DEFB1 DMRTA1 DOLPP1 DUSP13 ENSG00000224090 ENSG00000271776 ENSG00000291065 ENTPD3-AS1 EPB41L3 ERBB2 EVPL FABP3 FAM167A-AS1 FAM47B FAM66D FAM78A FANCC FBXW4P1 FMO9P FREM3 FRY-AS1 G0S2 GAL3ST4 GAMT GARS1-DT GASK1B GHRL GJA5 GRAMD1B GTSF1L GUSBP2 H1-9P H2BW2 HAMP HCK HSD17B3 HSD17B6 HSPB7 HTR3A IFI30 IGHD IGLON5 IGLV4-60 IQCA1 IQUB ISX ITGA10 ITGB6 JOSD2 KAZN KIFC2 KXD1 LDHD LGI1 LILRA3 LILRB1 LILRB2 LINC00698 LINC00896 LINC00955 LINC01093 LINC02223 LMF2 LSMEM2 LY6G6E MAB21L3 MAGEL2 MAGI1-IT1 MAST1 MCOLN1 MECR MELTF-AS1 MGAT4EP MMAB MTMR11 NDOR1 NECTIN2 NOL4L NUDT22 NXF5 ODF3 ODF3L2 OR2C3 OSBPL7 PAGE1 PARP3 PCDH17 PDGFRL PDZRN3 PGAM2 PGAP3 PGC PILRA PLA2G6 PLEK PNMA2 PNMA8A POU2F2-AS1 PPP1R14A PRKG1 PROSER3 PRR22 PTPRN RAB5C RNF207 RP9P RPAP1 SAMD10 SCGB3A2 SEPTIN7P11 SFXN5 SGCZ SGO2 SLC22A9 SLC38A4-AS1 SLC7A7 SMG6 SMIM31 SMUG1 SNCAIP SNCG SNTN SOX8 SPINK7 SPPL2C SRSF12 SS18 STAB2 SUGT1P3 TGM7 TIGD3 TLCD2 TMEM176A TMEM254-AS1 TMEM44 TRBV10-2 TREML3P TSC22D4 TTC9B VCX2 VSIG4 WDR27 WNK3 WRAP73 ZACN ZBTB8B ZC3H3 ZFYVE28 ZNF236-DT GSE17974_CTRL_VS_ACT_IL4_AND_ANTI_IL12_12H_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_CTRL_VS_ACT_IL4_AND_ANTI_IL12_12H_CD4_TCELL_DN AAAS AARS1 AIG1 ANKS1A APIP ARHGAP11A ARMC6 ATOX1 ATP1B3 BAZ1B BBS7 BDH1 BLM BRIX1 BYSL C12orf76 C17orf100 C1orf109 C1orf216 C1orf53 CCL22 CD200 CDK2AP1 CDK2AP2 CDK4 CLDN5 CLIC4 COA3 CSTF3 CTSL DESI1 DGAT2 DNAJA3 DNPH1 DPH2 EED EGR3 EIF4EBP1 ELAVL1 ELOVL1 EMILIN2 ENDOG ERG28 FADD FAM162A FAM98B FANCI FEN1 FKBP4 FNTB FTSJ3 GALE GAR1 GGCT GLB1 GLB1L2 GLS GNG8 GNPNAT1 GON7 GOT2 GPN3 GPR183 GRK3 GTDC1 HAUS7 HCP5 HOMER1 HSPE1 HYOU1 ID3 IER3 IFRD2 IL18R1 INTS13 INTS2 IPO7 JAML KEAP1 KLHL18 LIMA1 LYAR MAD2L1 MARS2 MCAT MCM5 MCUR1 MED20 MED7 MIPEP MIR17HG MLEC MLKL MRPL17 MRPL18 MRPS26 MRPS28 MTCH2 MTMR2 NAA30 NAB2 NANP NEMP1 NFE2L3 NIF3L1 NLE1 NPW NUP37 NUP42 OARD1 OR7E36P ORMDL2 OSBPL3 PAICS PAM PDCD2L PEMT PIGM PIGV PNO1 POLD2 POLR2H POP7 PPP1R14B PRPF38A PSMA4 PSMB2 PSMG1 PUM3 PUS10 RAB27A RAD51D RAP1A RBM28 RCC1 RCC1L RNF34 RNGTT RRP9 RRS1 RUVBL2 RXYLT1 SCFD2 SEC11C SENP5 SFT2D1 SFT2D2 SH2D2A SLC19A1 SLC25A11 SLC37A3 SLC38A5 SLC39A14 SLC7A1 SMG5 SMG9 SMKR1 SNHG12 SNRNP25 SNRPD3 SORD SPAG1 SPINT2 SPRED2 SPRY4 SPTSSA SRM SSNA1 TARBP2 TBC1D24 TBL2 TCF19 TIAM1 TMCO6 TMEM121 TMEM126B TMEM165 TOMM5 TP53BP1 TRAF3 TRIB3 TRMT10C TSEN2 TUBB UCK2 USH2A USP45 VBP1 VDAC1 WSB2 XCL1 XPOT ZC3H10 ZMYM6 ZNF232 ZNF322 ZNF485 ZNF593 ZWINT GSE17974_CTRL_VS_ACT_IL4_AND_ANTI_IL12_12H_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_CTRL_VS_ACT_IL4_AND_ANTI_IL12_12H_CD4_TCELL_UP ABCA2 ADPRM AGTPBP1 AHNAK AK5 AMOT ANKDD1A ANKRD36C APOBEC3A ARHGAP21 ARRDC3 ASH1L-AS1 ASPRV1 ATP2B1-AS1 ATXN1L BAG3 BIN2 BNIP3L BRWD1 BTG2 C16orf54 C9orf72 CAPN2 CCDC141 CCDC18-AS1 CCDC69 CDKN2A CITED2 COQ10B CSGALNACT1 CSN2 DAO DDIT4 DENND3 DHRS9 DIAPH2 DNAJB9 DUSP1 EFHC2 ELF2 ENC1 ENPP2 EPHA4 ERP27 FAM200B FAM228B FAM8A1 FBXL20 FBXO32 FBXO33 FCMR FOS FOSL2 FRG1JP G0S2 GABBR1 GADD45A GADD45B GPATCH2 GPR65 H1-2 H2AJ H2BC15 H3C1 HAUS3 HEBP2 HLA-DRB6 HSD17B11 HYKK ING2 IPCEF1 IRF2BP2 IRS2 ITCH ITGA4 ITGB2-AS1 ITPRIP JMY JUNB KAT2B KAT6A KCNA3 KCNRG KIFC2 KLF4 KLF7 KLHL15 KLHL3 KRT73 LCOR LILRA2 LINC-PINT LINC00173 LINC00938 LPAR2 LPP MAFF MAP4K4 MDS2 MEF2D MIR646HG MPP7 MXI1 MYH11 MYLIP MYO1G NDRG1 NPTX1 NR4A2 NSMCE3 OSER1 OTUD1 OTULINL PARP8 PCDH9 PCNT PDCD6P1 PDE4D PDP1 PELI2 PF4 PGAP3 PGC PIK3R5 PKIG PNPLA8 PTPRJ RAP1GAP2 RELL1 REM2 RETREG1 RFX3 RGS2 RNF139 RP9P RREB1 SAMHD1 SAT1 SC5D SCARNA17 SGK1 SGTB SIK1 SIN3A SKIL SLC16A5 SLC23A1 SLC2A3 SLC9A9 SMAGP SNX29 SOCS3 SP140L SPTBN1 SRSF1 STAG3L4 STXBP5 SULT1B1 SUSD3 SYNM SYTL2 TCF7L2 TMEM156 TNFAIP3 TNFSF8 TNRC6B TOB1 TP53INP1 TPM2 TRIM73 TRPS1 TSC22D1 TSC22D3 TSPAN32 TSPYL4 TTC32 UBASH3B UCP2 USF3 VNN2 VPS9D1 YOD1 YPEL2 YPEL3 YPEL5 ZFAND2A ZFYVE28 ZNF101 ZNF256 ZNF34 ZNF394 ZNF528-AS1 ZNF711 ZNF8 GSE17974_CTRL_VS_ACT_IL4_AND_ANTI_IL12_1H_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_CTRL_VS_ACT_IL4_AND_ANTI_IL12_1H_CD4_TCELL_DN ADO ALG2 ALKBH1 AMMECR1L ANKRD37 ARG2 ARHGEF5 ARL5B ATG101 BAZ2B BBS12 BCL10 BCL2A1 BCOR BET1 BTBD19 C14orf119 C1orf56 C6orf120 C8orf76 CD200 CD40LG CDC42EP1 CHAC2 CISH CKAP2 CKS2 CLDN1 CREM CRNKL1 CTSL DNAJA2 DNAJB6 DUSP14 E2F6 EGR1 EGR2 EGR3 EGR4 EIF2B2 ELP5 EPC2 ERVH48-1 EVI2A EXOC2 EXOSC3 FADD FAM177A1 FAM98B FBLN7 FBXO30 FBXO5 FNIP1 FYCO1 GEM GEMIN6 GET1 GIMAP1 GLB1 GLTPD2 GPATCH11 GPM6B GPR18 GPR183 GRAMD4 HAPSTR1 HCP5 HNF4G HSD17B7 IFIT3 IL2 IL23A IRF4 JAGN1 KBTBD8 KCTD21 KDM6B KIAA1586 KLF10 KRT222 LAX1 LCE2B LCMT2 LEO1 LIF LPAR6 LTA MBNL1-AS1 MBTPS2 MED18 MED19 MED21 MFAP1 MFSD6 MIR155HG MIR17HG MIR21 MIR23AHG MIR3142HG MLX MLYCD MRPL35 MYNN NAB1 NAB2 NABP1 NAT1 NCBP1 NFKBID NPC1 NR4A1 NR4A3 NUBP1 PAN3-AS1 PDSS1 PFKFB3 PHLDA1 PMEPA1 POLR3D PPAN PPIL1 PPM1D PPP1R10 PRPF38A PUS3 RAB39B RABIF RIF1 RNF168 RNF34 RRAS2 RTP4 S100A11 S1PR1 S1PR3 SDF2 SERPINC1 SH2D2A SH3PXD2A SHISA2 SLC17A5 SLC25A32 SLC35F5 SNAPC1 SNHG3 SNX16 STX6 TACR2 TAF5 TEX10 THUMPD3-AS1 TLR1 TMEM165 TMEM184C TMEM223 TMEM88 TNF TNFAIP8L2 TNFSF14 TOLLIP TP53RK TRAPPC4 TRIM38 TRMT10C TSEN34 TTC9C TUBD1 TXNDC15 UMPS USH2A VMP1 VPS33A VTI1B WDR33 YIPF4 ZFP36L1 ZNF165 ZNF189 ZNF200 ZNF227 ZNF230 ZNF253 ZNF267 ZNF322P1 ZNF347 ZNF410 ZNF436 ZNF443 ZNF506 ZNF557 ZNF587 ZNF614 ZNF879 ZNRD2-DT ZPR1 ZSWIM3 GSE17974_CTRL_VS_ACT_IL4_AND_ANTI_IL12_1H_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_CTRL_VS_ACT_IL4_AND_ANTI_IL12_1H_CD4_TCELL_UP ABCC8 ACAP1 ADCK2 ADCYAP1 ADGRL1 AGPAT1 AKTIP ALKBH7 ANKS6 ARIH2OS ARRB2 ARRDC3 ASB16-AS1 ATG16L2 ATG7 BIN1 BRI3BP C16orf87 C17orf98 C1orf159 C20orf181 C4BPA CADPS2 CAMSAP1 CCDC124 CCDC71L CDCA7 CDR2-DT CECR9 CEP170B CES5A CFLAR-AS1 CHRNA3 CHRNB4 CLEC4E CLIP2 CLPP CMA1 CMTM7 CNPY4 COL12A1 COL6A3 DDIT4 DNASE1L1 DPPA5P4 DRD3 DUSP1 DYNLRB1 EHD1 ENSG00000288011 ERBB2 FAM204A FAM78A FDCSP FGF5 FGFR3 FGR FREM3 G0S2 GAA GADD45A GBP5 GMPS GRINA GSE1 GUCY2C HDDC3 HORMAD1 HTR1E IFI30 IL20 IMPG1 IRS1 ITGB3BP JUN JUNB KLB KLF4 KLHDC9 KTN1 KXD1 LDB2 LHPP LILRB2 LINC00173 LMNTD2 LZIC MAGEE1 MAPKAPK3 MCOLN1 MCRIP2 MECR MGRN1 MIF4GD MINDY2 MTFR1L MYL6B NAA40 NAPB NCOA6 NDST3 NEURL1 NFIC NHERF1 NMBR NUDT22 PACS2 PARP3 PCIF1 PDE4DIP PET117 PEX19 PGLS PGP PP7080 PPIH PPP3CC PRR12 PTGR3 PTPMT1 PTPRN PUSL1 RAB15 RAP1GAP2 RASSF7 REPIN1 RGS1 RGS2 RNF152 RNF207 ROGDI RPAP1 RPUSD2 SAMD10 SCGB3A2 SCRIB SEMA5B SETX SFXN5 SH3BP2 SLC25A22 SLC35G1 SMARCD3 SNTB2 SNUPN SOCS3 SOCS6 SOX7 SSBP4 ST7L STK16 STX10 SUPT20H TAMM41 TBC1D10A TFPT THAP10 THAP4 THNSL2 TMED3 TMEM132B TMEM141 TMEM145 TMUB1 TOR2A TP53AIP1 TPRN TRABD2A TRADD TRAF5 TRAPPC1 TRIB3 TRIM2 TSC22D1 TSIX TTLL12 TUBGCP4 U2AF1L4 UNC119B VAMP5 VILL VIPR1 VNN1 VPS26B WDR27 WFDC11 XPNPEP3 XXYLT1 YIPF2 ZBED10P ZBTB45 ZMYM3 ZNF319 ZNF792 GSE17974_CTRL_VS_ACT_IL4_AND_ANTI_IL12_24H_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_CTRL_VS_ACT_IL4_AND_ANTI_IL12_24H_CD4_TCELL_DN ACAA2 ACAT1 ACOX1 ACTL6A ACY1 ADISSP AIFM1 ARMC6 ARMT1 ASNS ASPM ATG7 ATOX1 ATP1B3 ATP6V1A BCL2A1 BIRC5 BMAL2 BRIP1 C17orf80 CBR4 CCDC121 CCDC124 CCDC34 CCNA2 CCT6A CDK5 CENPJ CENPM CENPS CHAF1B CKLF CKS1B CKS2 CLPP COA3 COL6A3 CREB3 CTPS1 DCLRE1B DCPS DESI1 DLC1 DNAJA3 DNPH1 DTYMK DYM ECI1 EED EFNA4 ERG28 ETFB EZH2 FADD FEN1 FLAD1 FTSJ3 GAR1 GBP2 GLB1 GOT2 GPANK1 GSTP1 HAUS7 HDDC3 HIRIP3 IMPA2 INTS13 INTS2 JAML LCMT2 LMNB1 LRRC42 LSM4 LTA MCM5 MCTS1 MEA1 MED20 MED31 MFAP1 MFSD4B MIPEP MIR3142HG MLYCD MPLKIP MRPL12 MRPL18 MRPL23 MRPL52 MRPS18A MRPS28 MRPS33 MTCH2 MTFMT MTHFD1 MTMR2 MTX1 NAA10 NAA38 NDC1 NIF3L1 NIFK NLE1 NUBP1 NUDCD1 NUP88 OARD1 OGFOD2 OR7E36P ORC5 PAF1 PAICS PAM PDHA1 PHF19 PHPT1 PI4K2B POLA2 POLE4 POLR2F PPIL1 PPP1R14B PRDX1 PRDX4 PRELID1 PRIM1 PSMB10 PSMB2 PSMD8 PSMG1 QDPR RAD51AP1 RBM14 RCC1L RFC2 RMI1 RNASEH2A RNF8 RNGTT RPP25 RUVBL2 SAP30 SCCPDH SCFD2 SDF2L1 SF3B3 SFT2D1 SGCB SH2D2A SLC19A1 SLC25A15 SLC25A20 SLC25A43 SLC37A4 SLC39A14 SLC43A3 SLC7A1 SMKR1 SND1 SNRNP25 SNRPG SRPK1 STOML2 SUV39H2 TBC1D1 TBC1D19 TBL2 TDP1 TEDC2 THYN1 TIMM50 TIPIN TK1 TMEM106C TMEM126B TMEM14A TOMM5 TPRN TPX2 TTC26 TUBB3 TUBE1 TXNDC17 UTP11 VPS25 VRK1 WDHD1 WDR3 WDR36 WRAP53 WSB2 ZC3HAV1L ZMYM6 ZNF239 ZNF367 ZNF780A ZNF787 ZW10 ZWILCH GSE17974_CTRL_VS_ACT_IL4_AND_ANTI_IL12_24H_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_CTRL_VS_ACT_IL4_AND_ANTI_IL12_24H_CD4_TCELL_UP ABHD13 ABL2 AK5 ALKBH7 AMOT AQP3 ARHGAP21 ARMC12 ARRDC3 ASAH1 ASH1L-AS1 ATOSA ATP8A1 ATXN1L BACH2 BAG3 BBIP1 BIN2 BMPR2 C16orf54 C9orf72 CAPN2 CCDC141 CD4 CEP68 CGRRF1 CITED2 CNBD2 CPNE5 CRYBG1 CTBS DENND5A DNAJB9 DPEP2 DUSP1 EFHC2 EMB ENC1 ENPP2 ENSG00000280119 EPHA4 ERO1B ERP27 EVI2B FAM117A FAM200B FAM204A FAM24B FAM8A1 FBXL5 FBXO33 FBXO7 FHIT FNDC3B FOSL2 FYB1 GABARAPL1 GABBR1 GADD45A GARS1-DT GNPTAB GPRASP2 GPX3 GSE1 HABP4 HEG1 HELZ HYKK IL11RA IL7R INPP5A IRF2BP2 IRS2 ITGA4 ITGA6 ITGAM ITPKB ITPRIP JMY JUNB KAT6A KCNA3 KIZ KLF2 KRT73 LCOR LINC00938 LINC02604 LPAR2 LYZ MAML2 MAP4K4 MEF2D MGAT4A MINDY2 MIR22HG MORC2-AS1 MXI1 MYLIP MYO1F NAP1L5 NDRG1 NEU4 NFKBIZ NLRP1 NR4A2 NSMCE3 OSER1 OVGP1 PARP8 PASK PCNX1 PCSK5 PDCD4-AS1 PDCL PELI2 PFKFB3 PIK3R5 PLCXD2 PLEKHA1 PNPLA8 PPP3CC PSTK PTGS2 PTPN13 PTPRM RALGPS2 RASGRP2 RBM33 RBSN REM2 RNF10 RREB1 SC5D SECISBP2L SENP7 SGK1 SGTB SNX29 SORL1 SOX4 SOX7 SPTBN1 SPTY2D1 ST3GAL5 ST6GALNAC1 ST6GALNAC3 STAG3L4 SYNM TARS3 TENM1 TMEM131L TNFAIP3 TNFSF8 TOX TP53INP1 TPM2 TPRG1L TRIB2 TRIM73 TRPS1 TSC22D1 TSC22D3 TSPAN32 TSPYL4 TTC28 TTC32 TTN TXK TXNIP UBASH3B UPP1 USF3 VAV3 VIPR1 VNN2 VPS9D1 VWA5A WDR19 XYLT1 YOD1 YPEL2 YPEL5 ZBTB4 ZDHHC11 ZFAND2A ZFAND3 ZNF10 ZNF101 ZNF211 ZNF329 ZNF711 ZNF8 ZNF805 ZXDB GSE17974_CTRL_VS_ACT_IL4_AND_ANTI_IL12_2H_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_CTRL_VS_ACT_IL4_AND_ANTI_IL12_2H_CD4_TCELL_DN AARS1 ADIPOR2 ALG13 ALG2 AMMECR1L APOL6 ARG2 ATG101 B3GNT5 BCOR BYSL C1GALT1C1 C1orf216 CARS1 CCNH CCT3 CCT4 CCT5 CD200 CDC42EP3 CDK4 CENPBD1P CEP19 CHAC2 CHMP2A COPB2 COPS5 COPS8 CRNKL1 CSNK2B CTNNAL1 CTSL CYCS CYTIP DHRS7B DLAT DLC1 DNAJA3 DNAJC17 DSE DUSP14 EED EEIG2 EGR1 EIF2B2 EIF2B4 EIF3J EMG1 EMP1 EOMES EPC2 ERLIN1 EZH2 FADD FAM241A FAM98A FASLG FBXO22 FBXO30 FBXW11 FLT1 GAR1 GBP2 GFI1 GFOD1 GLB1 GNG5 GNL2 GNPDA1 GNPNAT1 GON7 GPATCH4 GPR183 HAX1 HCP5 HSPD1 IL1RN IMMT IMP3 INTS6L JMJD4 KCTD12 KCTD21 KLF10 LAMP3 LARP4 LEO1 LINC01128 MED18 MED20 MED21 MFAP1 MFSD14B MIR17HG MIR3142HG MRPL17 MRPL20 MRPL35 MRPL42 MRPS16 MRPS28 MTHFD2 NAA30 NABP1 NCBP1 NDUFA8 NEMP1 NLE1 NMI NR4A1 NR4A3 NSDHL NT5E NUBP1 NUP42 NUP88 OLIG1 ORMDL2 PDCD2L PER2 PHLDA1 PIGM PIGV PJA1 PKIA PLPP1 POLR3D PPIL1 PRDX1 PSMB5 PSMD8 QPCT RAB1B RAB27A RAB27B RABIF RALA RASGRP3 RBBP8 RBM28 RCC1L RING1 RPGR RRAGA SDF2 SDHAF2 SEC24A SERAC1 SERTAD1 SH2D2A SHMT2 SLC17A5 SLC25A32 SLC26A2 SLC30A5 SLC39A8 SLC7A1 SMIM15 SNRNP35 SPINT2 SPRY1 SRP54 SRSF1 ST8SIA4 STX6 TBL2 TESPA1 TEX30 TIMM8A TMBIM1 TNFSF11 TOLLIP TOP1 TP53BP1 TP53RK TRAF3 TRDMT1 TRMT10C TTLL4 TUBD1 TUT7 TXNDC15 TXNDC17 TXNRD1 UTP14C UTP18 VPS35 YWHAE ZNF230 ZNF232 ZNF234 ZNF410 ZNF470 ZNF557 ZNF709 ZNF780A ZNF879 ZPR1 GSE17974_CTRL_VS_ACT_IL4_AND_ANTI_IL12_2H_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_CTRL_VS_ACT_IL4_AND_ANTI_IL12_2H_CD4_TCELL_UP ABCC5 ACAP1 ADARB1 ADGRE1 ADPRM ALKBH7 ANKRD10 ANKRD39 ANKS6 AP3S2 APRG1 AREG ARRB1 ARRDC3 ATP2B1-AS1 ATP6V0E2 BCL7A BIN1 BLVRA CCDC85B CD4 CD52 CDCA7 CITED2 CNBD2 CNPY4 CORO1B CREB3L2 DDIT4 DENND5A DHRS7 DLG3 DNAJC4 DTD1 DUSP1 EBPL EIF4G3 ENC1 ENSG00000280119 ENTREP3 EPHX2 EPS8L2 ERP27 EVL FAM111A FAM168A FAM200B FAM24B FAM78A FANCC FBXL16 FHIT FLOT2 FOS G0S2 GABBR1 GADD45A GAL3ST4 GALNS GMPS GPD1L GPR153 GPRASP2 GSAP H1-10 HAR1A HEMK1 HHATL IL11RA IL36RN INSL5 IRF1 IRF1-AS1 IRS2 ITGA6 ITGAL ITGB2 JUN KIFC2 KLF11 KLF4 KLHL15 LDB2 LILRB2 LINC00896 LY6E LYRM9 MAFF MAP3K12 MAPKAP1 MCOLN1 MEF2D MMD MORC2-AS1 MRPL1 MRPL40 MTFR1L MYO1G NEU4 NFKBIZ NIT2 NMRK1 NRGN NTAQ1 NUDT19 NUP210 OR12D2 OTUD1 OXNAD1 P2RX5 PCIF1 PCNT PCNX2 PDE4B PGAP2 PGAP3 PGLS PHKB PIEZO1 PIM1 POLR3GL PPIP5K1 PPP1R7 PPP3CC PRKCE PRKCZ PSTK PSTPIP1 PTK2B PTP4A1 R3HDM2 RAP1GAP2 RASGRF2 RCSD1 REPIN1 RGS1 RGS2 RHEBL1 ROGDI RP9P RPS6KC1 SAMHD1 SC5D SIK1 SLC10A7 SLC16A5 SLC2A3 SLC35E2B SLC35G1 SMCR5 SNN SNX29 SOCS3 SOX14 SPG21 SPO11 STK10 STK16 SUMF2 SYTL4 TAFAZZIN TAGLN2 TARBP1 TCEA3 TDRKH THADA TIGD1 TMIGD2 TNFSF8 TOB1 TPI1 TRABD2A TRADD TSC22D1 TSPAN17 TYSND1 UBASH3B UBE2G2 UBE2Q2P13 UST-AS1 VNN2 VPS26B WAS WASF2 WDR19 XXYLT1 ZBTB8B ZDHHC11 ZFAND2A ZMIZ1 ZNF101 ZNF34 ZNF844 GSE17974_CTRL_VS_ACT_IL4_AND_ANTI_IL12_48H_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_CTRL_VS_ACT_IL4_AND_ANTI_IL12_48H_CD4_TCELL_DN ACAA2 ACAT1 ACY1 AK2 APOBEC3G ARF6 ARL3 ARMT1 ATG7 ATOX1 ATP1B3 AURKA BCAT2 BDH1 BOLA1 BRIP1 C12orf75 C1GALT1C1 C9orf40 CAAP1 CACYBP CASP6 CCDC126 CCDC34 CCL22 CDC25C CDCA3 CDK2AP1 CENPJ CEP152 CKS1B COMMD4 CORO1B COX5A COX6A1 CREB3 CRNKL1 CSTF3 CTNNAL1 DHPS DNAAF10 DNAJC17 DTYMK DYNLT2B ECI1 ECI2 EGLN3 ELOVL4 ERG28 ETFB EZH2 FAF1 FAH FAM83D FAM98B FAR2 FEN1 FNTB FPGT GLB1 GNA15 GNG5 GOT2 GPANK1 GPI GPN3 GSTO1 GSTP1 GTDC1 HAUS4 HCP5 HDHD5 HIRIP3 HLTF HMGB3 HNRNPA2B1 HSCB IDH2 IFT25 IGSF3 IL2RG ISCA2 KEAP1 KIF2A KISS1R KLHL17 KRT10-AS1 LEO1 LINC01128 LRRC42 LSM4 LYAR LZIC MACROD1 MAP3K20 MCM5 MCOLN2 MEA1 MED20 MED21 METTL8 MIF MIR3142HG MOB3C MRM2 MRPL17 MRPL19 MRPS26 MRPS28 MTMR2 MYH10 NEMP1 NFE2L3 NIT2 NRM NSD2 NTPCR NUDT6 NUP160 OGFOD2 OSBPL3 OST4 PAAF1 PAM PCBD1 PDHA1 PHF19 PHPT1 PIF1 PLIN2 POLD2 POLR2H POLR3D POP4 PPID PRC1 PRDX4 PRIM1 PSMB2 PSMD8 PSRC1 PTTG1 RAD51D RBKS RCC1L RHOF RMI1 RNF8 RNPEP RRAGA RUVBL2 SALL2 SAPCD2 SARS2 SCFD2 SDHAF4 SEPHS1 SERPINH1 SFT2D1 SIT1 SLC25A20 SLC25A43 SLC29A1 SLC39A14 SLC7A1 SNAPC3 SNRNP25 SPC24 SSU72 SYT11 TBC1D19 TBL2 TDP1 TFDP1 THYN1 TMEM106C TMEM121 TMEM165 TMEM273 TMEM45A TMEM53 TMUB1 TP53BP1 TPD52 TRAP1 TWF2 TXNDC15 TXNL4A UCK2 VRK1 WDHD1 WDR3 WDR54 WRAP53 ZFP57 ZMYM6 ZNF410 ZNF780A ZWILCH GSE17974_CTRL_VS_ACT_IL4_AND_ANTI_IL12_48H_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_CTRL_VS_ACT_IL4_AND_ANTI_IL12_48H_CD4_TCELL_UP ADAMTS5 AHDC1 AHNAK ARHGAP21 ARIH2 ARMC2 ARRDC3 ATG14 ATP2B1-AS1 ATXN1L BAG3 BMP1 BRD7P3 C1orf56 C9orf72 C9orf78 CLASRP CLEC7A CNST CRYBG1 CSGALNACT1 CUX1 CXCL1 DHRS9 DNAJB1 DNAJB9 DNAJC3 DPEP2 DSC1 DUSP1 EFHC2 EMB ENC1 ENPP2 ENSG00000280119 EPB41L4A EPHA4 ERBB2 ERO1B EVI2B FAM199X FAM200B FAM204A FAM228B FAM8A1 FBXL20 FNDC3B G0S2 GADD45A GAL3ST4 GPATCH2 GPRASP1 GPRASP2 GREM1 GSAP HABP4 HCK HEG1 HKDC1 HLA-DRA HLA-DRB6 HYKK IER2 IL11RA IL7R INPP5A IRS2 ISCA1 ITFG2 ITGA4 ITGA6 ITGAM ITPRIP JMY JUN KAT2B KAT6A KCNA3 KIFC2 KIR2DL1 KLF11 KLF2 KLF4 KLRB1 KRT73 LCOR LILRB1 LINC02223 LMTK2 LRPAP1 LRRC37A2 LYZ MAD1L1 MAFF MAP4K4 MARCHF2 MARCHF8 MCOLN1 MDS2 MEF2D MEGF6 MIR22HG MUL1 MYH11 MYLIP NAAA NFKBIZ NR4A2 NSMCE3 OTUD1 OVGP1 PAIP1 PARP8 PCSK5 PDCD4-AS1 PDGFRL PELI2 PGAP3 PIM1 PLCXD2 PLEK PLXDC1 PRL PSTK PTP4A1 PTPRM RANBP17 RAP1GAP2 RASGRF2 RBM33 RFX3 RIMKLB RNF139 S100G SAMD4B SC5D SCML1 SECISBP2L SGK1 SIK1 SKIL SLC25A25-AS1 SLC7A6 SMCR5 SNHG20 SNN SNX29 SOCS3 SOX4 SOX6 SPTY2D1 SYNM TENM1 TIGD1 TIPARP TMEM132B TMEM254-AS1 TNFSF8 TOB1 TP53INP1 TPM2 TPRG1L TRAPPC10 TRAPPC13 TRIB2 TRIM73 TSC22D1 TSPAN32 TSPYL4 TTC28 TXK TYROBP UBL3 VAV3 VCPKMT VPS9D1 WDR19 WHAMM ZBTB20 ZDHHC11 ZFAND2A ZNF101 ZNF329 ZNF34 ZNF502 ZNF711 ZNF805 ZRANB1 ZXDB GSE17974_CTRL_VS_ACT_IL4_AND_ANTI_IL12_4H_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_CTRL_VS_ACT_IL4_AND_ANTI_IL12_4H_CD4_TCELL_DN AARS1 ABAT ACTL10 ADO AEBP1 ANKFY1 ANKS3 ASNS ATXN2 B4GALT5 BAHD1 BBS12 BCAT1 BRIX1 BTLA BYSL C1GALT1C1 C1orf216 CACYBP CARS1 CCDC126 CD200 CD84 CENPBD1P CHST11 CHST2 CLN6 CMSS1 CNIH1 COA7 DACH1 DDX10 DESI1 DNAJA3 DNAJC17 DSE DUSP14 EED EIF2B2 ELMO3 ELP5 EPOP ERP44 FADD FBXO30 FDX2 FTSJ3 FUNDC2 FYCO1 GADD45GIP1 GAR1 GBP2 GEMIN5 GGCT GLB1 GLMN GLS GNL2 GON7 GPATCH4 GPN3 GUCY1B1 HOMER1 IDH1 IFRD2 IL1R1 IL2RA IMMT INTS6L IRF4 ISG20L2 ITGB1BP1 LCP2 LINC01128 LPIN2 LTA LYST MAP2K3 MAP7D3 MARS2 MED21 MIR17HG MLEC MOB3C MPLKIP MRPL12 MRPL17 MRPS28 MRRF MTERF3 NAA20 NAB1 NAB2 NCBP1 NDC1 NEMP1 NIPA1 NT5E OR7E36P ORMDL2 OSBPL3 PDCD2L PER2 PHF23 PHLDA1 PIGM PKIA PKNOX1 PNO1 POGLUT1 POLD2 POLR2H POLR3D POLR3H POP1 PPP1R10 PPP1R14B PRADC1 PRDX1 PRMT1 PRPF38A PSMA4 PSMB2 PSMB5 PSMD8 PUM3 PUS3 PYCR3 RAB11A RAB27A RALA RANBP1 RAP1A RBBP8 RBM28 RNGTT RRP1 RRP7A RRP9 RRS1 RUVBL2 SCO2 SELENOS SETBP1 SF3B3 SLC25A15 SLC26A11 SLC29A1 SLC39A8 SLC5A3 SLC7A1 SMG9 SMKR1 SPAG1 SPINK1 SRM ST8SIA4 STAMBPL1 STX6 TAF1A TAF9B TBL2 TCTN3 TESPA1 TEX30 TIAM1 TIMM13 TIMM50 TMEM126B TMEM147 TMEM177 TMEM223 TMEM88 TNF TNFSF11 TRAP1 TUBD1 TUBE1 TXNDC15 UBL5 UBR7 URB2 VPS35 WDR36 WDR46 WDR77 WIZ XBP1 XPOT YARS2 YWHAE ZMYM6 ZNF234 ZNF235 ZNF410 ZNF593 ZNF780A ZNF879 ZPR1 GSE17974_CTRL_VS_ACT_IL4_AND_ANTI_IL12_4H_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_CTRL_VS_ACT_IL4_AND_ANTI_IL12_4H_CD4_TCELL_UP ACAP1 ADAMTS5 ADGRE1 AIG1 AK5 ALDOC ANKRD36C ARHGEF11 ARRDC3 ASAH1 ATP2B1-AS1 ATXN1L BBS9 BIN1 BIN2 BMX BRWD1 C11orf21 C4BPA CCDC141 CDADC1 CES5A CGRRF1 CITED2 CKAP2 COMMD9 CRYL1 DDIT4 DHRS13 DIAPH2 DIS3L2 DNAJB1 DPEP2 DSC1 DTD1 DUSP1 EFHC2 EIF4E3 ENC1 ENPP2 ENSG00000280119 EPHA4 EPHX2 ERP27 EXT1 FAF1 FAM111A FAM204A FAM228B FAM8A1 FBXL12 FBXL16 FHIT FRG1JP G0S2 GABBR1 GADD45A GADD45B GCM1 GPATCH2 GPHN GPRASP2 GRAMD1B H1-10 H1-2 H2AC25 HAR1A HAUS3 HAUS5 HSD17B11 HYKK IL36RN IQGAP2 IRF2BP2 IRS2 ISG20 ITGA4 ITPRIP JUN KAT6B KCNA3 KIFC2 KLF11 LCOR LIMD1 LMO7 LPP LY9 LYRM9 MAFF MARCHF2 MEF2D MPP7 MT1G MXD1 MXI1 MYH11 MYO1G NAAA NDRG1 NSMCE3 OGFRL1 ORC4 OXNAD1 PARP8 PCIF1 PCNT PCSK5 PDE4D PELI2 PGLS PIGA PLAC8 PNPLA7 PPP3CC PRKCA PRKCB PRUNE2 PSTK PTGS2 PTP4A1 PTPRB PTPRM PTS PYHIN1 RAP1GAP2 RBM33 RCSD1 REC8 RFX3 RGS1 RHEBL1 RNF139 RP9P S100A6 SAMHD1 SC5D SCARNA17 SGTB SIK1 SKAP1 SLC10A7 SLC22A18 SLC22A23 SLC2A3 SLC7A7 SLC9A9 SMIM10L1 SMIM31 SMYD3 SNCAIP SNN SNX29 SP140L ST3GAL5 ST7L STK16 STMN3 SUCLG2 SUGT1P3 SUSD4 SYNM TAGLN2 TARBP1 TBC1D5 TCEA3 TDRD3 TGM7 TIGD1 TJP2 TMEM132B TNFRSF8 TNRC6B TOB1 TPD52 TPM2 TPP1 TRADD TREM2 TSC22D3 TSPYL4 TTC28 TTC32 TTN UBASH3B VNN2 ZC3HAV1 ZDHHC11 ZFP36L2 ZIM2 ZNF101 ZNF34 ZNF731P ZNF831 GSE17974_CTRL_VS_ACT_IL4_AND_ANTI_IL12_6H_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_CTRL_VS_ACT_IL4_AND_ANTI_IL12_6H_CD4_TCELL_DN ACTL6A AEBP1 AK2 ALG1 ALG6 ARHGAP18 ARMC6 ASPHD2 ATXN1 BAZ1B BCAT1 BDH1 BTLA C1GALT1C1 C3orf14 CAAP1 CBR1 CCDC86 CD200 CD38 CD84 CD8A CDC45 CDK4 CHAC2 CHN2 CISH CLDN1 CLN6 COA3 COA7 COLGALT1 CRIM1 CRNKL1 CTTN DIPK1A DLAT DLC1 DNAAF10 DPAGT1 DUSP14 ECE2 EGR2 EGR3 EIF4EBP1 ELAVL1 ELP5 ENDOG ERLIN1 FADD FAHD1 FASLG FBLN7 FBXL18 FBXO22 FNTB FRMD4B GABRB1 GCLM GEMIN6 GFOD1 GLMN GMPPB GNG8 GON7 GPN3 HCP5 HIVEP3 HNRNPUL2 HOMER1 HPDL HSF5 IFIT3 IL1R1 IL1RN IL2RA IL3 ILDR2 INO80B IRF4 JMJD4 JMJD8 KCNK5 KEAP1 LAMP3 LARP4B LEKR1 LIF LINC01134 LINC02595 LRWD1 LYAR LYSET MATK MECOM MECR MED18 MED20 MED21 METTL2B MFSD6 MLEC MMACHC MOB3C MOCS2-DT MRPL15 MRPL35 MRS2 MYB NAB2 NETO2 NFE2L3 NFKBID OR7E36P P3H1 PA2G4 PACSIN3 PAGR1 PAM PARP14 PCBP3 PDCD2L PDP2 PEAK1 PER2 PFAS PHF23 PHLDA1 PIGM POLR1A POLR1G POLR3D POP1 POU2AF1 PPIL1 PRADC1 PRMT1 PRPF38A PSMG1 PTCHD1 PTPN14 RAB11FIP1 RAB27B RAB39B RAPH1 RBBP8 RBM14 RBM28 RCC1 RIF1 RRP9 RRS1 RTP4 SCFD2 SDC4 SERAC1 SERPINB2 SH2D2A SLC19A1 SLC39A14 SLC52A2 SLC7A1 SMKR1 SORD SPRY4 SRM STX6 STXBP6 TBX21 TCTN3 TEX30 TFPI2 TIMM8A TMEM223 TNF TNFRSF4 TNFRSF9 TREML2 TRPV1 TSEN2 TSPAN31 TTC9C TTLL12 TXLNA UBE2NL UCK2 VMP1 XCL1 YARS2 ZC3H10 ZNF232 ZNF234 ZNF239 ZNF485 ZNF709 ZNF879 ZPR1 GSE17974_CTRL_VS_ACT_IL4_AND_ANTI_IL12_6H_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_CTRL_VS_ACT_IL4_AND_ANTI_IL12_6H_CD4_TCELL_UP ADM ADPRM AGTPBP1 AHNAK AK5 ANKDD1A AQP3 AREG ARHGEF11 ARRB1 ARRB2 ARRDC3 ATXN1L BAG3 BEND5 BIN2 C11orf21 C16orf54 C16orf74 C4BPA CAPN2 CCDC69 CD79A CFL2 CGRRF1 CHD9 CRAMP1 DCXR DDIT4 DENND5A DENND6A DIAPH2 DIS3L2 DNAJB1 DOK2 DSC1 DUSP1 EFHC2 ENC1 ENPP2 ENSG00000274253 ENSG00000280119 EPHA4 ERP27 EXOC4 FAM117A FAM204A FAM8A1 FHIT FHL1 FOS FRG1JP G0S2 GADD45A GADD45B GGACT GKAP1 GOLGA7B GSAP H1-10 H1-10-AS1 H1-2 H2AC25 HABP4 HAR1A HAUS3 HKDC1 HMGB2 HSD17B11 IQGAP2 IRF2BP2 IRS2 ISG20 ITCH ITGB7 ITPRIP JUN JUNB KAT2B KCNA3 KLF4 KRT73 LDB2 LINC00173 LINC00896 LINC00955 LINC02223 LLGL2 LPP LRRC37B MAFF MAP4K4 MARCHF2 MARCHF8 MDS2 MEF2D MLLT11 MORC2-AS1 MT1X MXD1 MXI1 MYO1G NAP1L5 NDC80 NDRG1 NSMCE3 OGFRL1 OTULINL PARP8 PBX4 PBXIP1 PCDH9 PCIF1 PCSK5 PDE4D PDP1 PELI2 PERP PGAP3 PIEZO1 PIK3R5 PLCXD2 PRKCB PSTK PTGS2 PTP4A1 PTPRM PXDN PYHIN1 PYM1 RAP1GAP2 RASA3 RASGRP2 RCSD1 REC8 RETREG1 RFX3 RGS2 RNF139 SAMHD1 SBK1 SC5D SCARNA17 SIAE SIK1 SKIL SLC12A7 SLC16A5 SLC22A18 SLC2A3 SLFNL1 SMYD3 SNN SOCS3 SPINK7 ST7L STK16 SULT1B1 SUSD3 SUSD4 SYNM SYTL2 TAGLN2 TBC1D5 TCEA3 TENM1 TEX45 TJP2 TNFAIP3 TOB1 TP53INP1 TP53INP2 TRAPPC10 TSC22D1 TSC22D3 TTC32 TTN UBASH3B USF3 VAMP1 VTI1A YPEL5 ZBTB20 ZBTB25 ZDHHC11 ZFAND2A ZFAND3 ZFP36L2 ZNF101 ZNF256 ZNF34 ZNF669 ZNF731P ZNF844 GSE17974_CTRL_VS_ACT_IL4_AND_ANTI_IL12_72H_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_CTRL_VS_ACT_IL4_AND_ANTI_IL12_72H_CD4_TCELL_DN AARS1 ACADVL ACAT1 ACOX3 AGPAT2 ANKZF1 ANXA4 ASCC1 ASPHD2 ASTN2 ATG7 ATP23 ATP6V1F BCAP31 BCAT1 BCAT2 BDH1 BRIP1 C12orf75 C17orf80 C1GALT1C1 C1orf21 C4orf3 CAMK1 CAP1 CAPG CD109 CD82 CDC25A CDK2 CENPF CEP128 CEP152 CEP19 CLDN1 CLIC4 CLYBL CMSS1 CNOT1 CPNE2 CTNNAL1 CYB5B DARS1 DBI DCP1B DHPS DHRS1 DIAPH3 DLG5 DNAJB6 DPAGT1 EHHADH ELP5 ERG28 ETHE1 EXO1 EZH2 FAM83D FAM89A FAM98A FAM98B FGGY FHOD1 FNTB FUCA2 FUT11 GBP2 GCK GDI2 GEMIN6 GLE1 GMDS GNGT2 GOT2 GPANK1 GPNMB GRHPR GRK3 HADHA HADHB HDHD5 HIRIP3 HLTF HMGB3 HNRNPA2B1 HNRNPC HOMER1 HOMER2 HPDL IARS2 IDI1 IGF2BP3 IGSF8 IMMT INTS13 INTS2 ISCA2 ITM2C JAKMIP2 JAML JPH1 KEAP1 KLHL17 LINC01004 LINC01128 LMAN2 LMNB1 LRRC32 LSM2 MAP3K21 MAP3K6 MEAK7 MEOX1 MFSD4B MGAT1 MMP12 MPG MRPL18 MRPS28 MTA3 MTCH2 MTHFD1 NCAPD3 NCKAP1L NCR3 NEMP1 NENF NFE2L3 NFXL1 NIF3L1 NOL3 NRM NSD2 NUDCD1 NUP42 OXSR1 P4HA1 PAM PDAP1 PHLDA1 PIGM PLCXD1 POLD3 PPIL1 PRDX1 PRIM1 PSMB2 PSMG1 PTPN22 QPRT RAB27A RAD51C RAD51D RAP1A RCC1 RECQL4 RHEBL1 RNGTT RTL8C RUSC1 RUVBL2 S100A10 SBF2-AS1 SERPINH1 SGCB SH2D3C SHMT1 SLC25A43 SLC29A1 SLC37A3 SLC39A8 SMIM7 SND1 SNX12 ST8SIA4 STN1 STXBP1 SYT11 TCEA1 TEX30 THYN1 TK1 TMEM120A TMEM165 TMEM273 TNFRSF4 TPP1 TRIB3 TWF2 TXNRD1 USP28 VPS26C YARS2 YWHAE ZNF146 ZNF232 ZNF410 ZNF826P GSE17974_CTRL_VS_ACT_IL4_AND_ANTI_IL12_72H_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_CTRL_VS_ACT_IL4_AND_ANTI_IL12_72H_CD4_TCELL_UP ABHD13 AEN AHNAK AK5 ANKRD36C ANXA1 APOBEC3A ARHGAP21 ASAH1 ATG14 ATP8A1 BACH2 BMPR2 BTRC C9orf78 CASP1 CASP4 CCDC66 CD69 CD83 CDC14A CDK12 CDK5R1 CHRAC1 CIRBP CLEC7A CNST COQ10A COQ10B CSGALNACT1 CTSO CUX1 DNAH5 DPEP2 DTX3L DUSP1 EID3 ELOA EMB ENC1 ENSG00000280119 EPB41L4A EPHA4 ERP27 EXOG FAM200B FBXO33 FCMR FHIT FIS1 FOSL2 FYTTD1 G0S2 GABBR1 GBP4 GNPTG GPRASP1 GSAP HEG1 HERC6 HLA-DRB6 IL11RA IL7R INO80 IPCEF1 IQCE IRS2 ITGA6 ITPRIP JADE1 JMY JUN JUNB KAT6B KLF2 KLF4 KRT73 KTI12 LATS1 LCOR LINS1 LMF2 LMTK2 LRPAP1 MAFF MAN2B2 MAP4K4 MARCHF2 MARCHF8 MFSD1 MIR22HG MIR646HG MOCS2 MORC2-AS1 MPP7 MTOR MTUS1 NAAA NAP1L5 NCOA1 NEK8 NFKBIZ NOM1 NR1D2 NR4A2 NRIP1 NSD1 OCRL PAIP1 PARP8 PCNX2 PCSK5 PELI2 PIK3R5 PIM1 PLEK PLEKHA1 POLR2M POLR3B POLR3E PON2 PRRX1 PSTK PTP4A1 RAP1GAP2 RAPGEF1 RAPGEF2 RGS2 RIOK1 RNF139 RTL9 S100A8 SAMD4B SAMHD1 SCGB3A1 SESN3 SETX SGK1 SHISAL2A SKIL SLC12A7 SLC25A33 SLC26A11 SLC7A6 SNHG15 SNN SNORA28 SOAT1 SOCS3 STRIP1 STXBP5 SYNM TBXAS1 TCF7L2 TENM1 TMEM131L TMEM9B TNFSF8 TNIP2 TOB1 TOE1 TPM2 TPRG1L TRAF6 TRANK1 TRAPPC10 TRAPPC13 TRIB1 TRIM73 TSC22D1 TSPAN32 TTN TYROBP UBASH3B UBE2G2 UNK USF3 USPL1 VAV3 VPS9D1 WDR19 WHAMM YRDC ZBED10P ZBTB10 ZDHHC11 ZDHHC3 ZFAND2A ZNF10 ZNF394 ZNF552 ZNF592 ZNF8 ZNF805 ZXDB GSE17974_IL4_AND_ANTI_IL12_VS_UNTREATED_0.5H_ACT_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_IL4_AND_ANTI_IL12_VS_UNTREATED_0.5H_ACT_CD4_TCELL_DN ABCB9 ABCD1 ADAMTSL4 AHI1-DT APC2 AREG ASPDH BARX1 BCOR C16orf82 C19orf18 C22orf31 C2CD2 C3orf49 C8orf44 CCDC181 CCL24 CCN1 CDC42BPG CDX4 CELA1 CFAP100 CLDN9 CPED1 CRACDL CRYBA2 CRYBB1 CXCL6 CYP4F29P DEFB1 DENND5B DKK1 DNAJB8 DNMT3B DPY19L1P1 DTX4 DUSP13 DYNLT2 EFCAB3 EFEMP2 EFS EGFR ENPP1 ENSG00000259697 EPB41L3 EYS FA2H FABP3 FAM131C FAM149A FAM167A-AS1 FAM184A FAM83G FAM86C1P FBXO36 FCRL4 FEZ1 FGF21 FOXB1 FOXD3 FRY-AS1 FXYD1 GAB3 GABRA1 GABRA6 GAS6 GASK1B GCNT4 GLMN GYG2 H1-6 H2BC14 HOXA7 HOXC11 HPGDS HSD17B6 HTR3A HYAL1 IGFBP5 IGHD IGLV3-19 IL1RAPL1 IMPG2 ITPKA JPH1 KAZN KCNJ14 KLK6 KRT3 LAG3 LILRP2 LINC00330 LINC00485 LINC00520 LINC00698 LINC01116 LINC01141 LINC01366 LRRC63 LTB4R2 LUZP4 LY6G6E MAP3K11 MB MCCC2 MISFA MOV10L1 MRM1 NETO1 NHLRC2 NMRAL2P NOXO1 NTRK3 ONECUT2 OR2C3 OR5V1 OR7E87P PCDH17 PCGEM1 PDGFRL PGA3 PGLYRP2 PHACTR2-AS1 PHLDB1 PLA2G10 PLEKHA8 PLIN5 POU4F1 PPM1L PPP2R2B PRKN PRR19 PRRX2 RAB30-DT RASL10B RIBC2 ROM1 S100A14 S1PR3 SAP30L-AS1 SGCE SGO2 SLC12A1 SLC1A6 SLC24A3-AS1 SLC7A9 SLCO4C1 SORBS3 SOX5 SPATA31C2 SPIB SPINK7 SPIRE2 SSC5D ST18 ST8SIA2 STAR STPG3-AS1 STT3A STXBP5-AS1 TAFA2 TBX19 TCF24 TEKT1 TEX48 THAP8 TMPRSS4 TNFAIP2 TNKS1BP1 TREML1 TRIM6 UBE2U UBXN11 USP2 USP30-AS1 UTS2B WDR72 WDR83OS WIZ ZFP36 ZNF334 ZNF391 ZNF48 ZNF521 ZNF548 ZNF778 GSE17974_IL4_AND_ANTI_IL12_VS_UNTREATED_0.5H_ACT_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_IL4_AND_ANTI_IL12_VS_UNTREATED_0.5H_ACT_CD4_TCELL_UP ABCC2 ACTG1 AKIRIN1 ALG1 ALYREF AP5S1 APOA2 APOL5 ASS1 ATG9A ATP5MJ B2M BAIAP2 BRF2 BTG1 CASP4 CAST CATSPER3 CCL28 CCNYL2 CCR6 CD69 CDC42EP5 CDK4 CELA3B CHMP3 CHP1 CHRAC1 CLDN18 CMA1 COX5B CPS1-IT1 CPT2 CYB5R3 CYP51A1 DAP DAZAP2 DDT DECR2 DENND1A DNAJC14 DNM3 DSCAML1 DTHD1 EEF1D EEF2 EHMT2 EIF1 EIF2S1 EIF3F EIF3G EIF3L EPS8 EQTN ERC2 EVI2B FBXO31 FBXO40 FHIT FLAD1 GALE GDE1 GET3 GPANK1 GPR183 GPX7 GTDC1 GTF2H4 GVQW3 H2BC8 H4C4 HCG11 HECW1-IT1 HIRIP3 HNRNPA3P1 ID2 IFITM1 IGFBP1 IL12RB1 IL17RE KCTD20 KRBOX1 KRTAP1-3 LACTB2 LACTB2-AS1 LGSN LINC00309 LINC01123 LINC01521 LINC02483 LINC02532 LINC03007 LMBR1 LMNB1 LRRC8E LRRN2 LSM10 LSM12 MAF1 MARVELD3 MCL1 MDK MED27 MED30 METTL13 MIF4GD MOCS2-DT NCF1C NCR2 NDUFB11 NFE4 NLRP6 NME6 NR1H3 NR1I3 NTMT1 NUDT18 OGN OR10H3 OTOS PABIR1 PCDHGA1 PCIF1 PDZRN4 PFDN5 PNMA3 POLK POLR3C PPCDC PPIAL4A PRDM4 PROK2 PSMA7 PSMC1 PSMG3 PTGR2 RAD51C RAD52 RBM15B RBM42 RGS5 RPL10L RPL13P5 RPL23AP7 RPL36 RPL36AL RPL5 RPL6 RPS10P5 RPS17P5 RPS7 RTCB RUNX3 SAA3P SATB2-AS1 SCRG1 SERPING1 SH2D6 SH3RF3-AS1 SIRPD SLC25A6 SMAD1 SMPX SNX25 SNX6 STK16 SUV39H1 SYNDIG1L TAGLN3 TARBP2 TCAF1 TCTA TDRKH TEX47 TIGD2 TLX2 TNFAIP3 TRMT12 UBE2J1 UBE2Q1 UBOX5 VTI1B YARS1 ZCCHC13 ZCCHC4 ZNF101 ZNF329 ZNF684 ZNF768 ZNF777 ZNF846 GSE17974_IL4_AND_ANTI_IL12_VS_UNTREATED_12H_ACT_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_IL4_AND_ANTI_IL12_VS_UNTREATED_12H_ACT_CD4_TCELL_DN ABHD11 ACTRT2 ADGRE5 ADGRL2 ALDOB ALPK1 ANKAR ANKRD31 APOBEC2 APOBEC4 ATP1B1 ATPAF2 BACH2 BAG3 BCL6 BICDL1 BMPR1A C21orf58 C4orf46 CARD11 CCDC96 CCL2 CCL20 CCL7 CCNA1 CD207 CD27 CD28 CD5 CD74 CD82 CDH3 CLCA1 COL15A1 COL4A5 COL6A3 CR1 CSHL1 CTLA4 CXCL8 CYP3A5 DAO DDIT4 DNAJB13 DNASE1L3 DSC1 DSG3 DUSP10 DUSP16 EDNRA EFHC2 EGFL7 ENPP2 ENSG00000267665 EXOG FAM107B FAM171B FCGBP FGF13 GABRB1 GBP4 GBP5 GCSAM GIMAP4 GIMAP6 GPIHBP1 GPR155 GPR6 GPR88 GRIN2B GTF2IRD1 GUCA2A HARBI1 HDAC9 HVCN1 HYKK IFI44L IFIT1 IFIT5 IFNA16 IFNA17 IL12RB2 IL1B IL21R IL2RB IPCEF1 ITGB8 JUNB KCNJ9 KIR2DL4 KLHL15 KLRD1 KRTAP7-1 LEFTY2 LGALS9 LINC00955 LINC01144 LINC01270 LRRC75B LYST MAST4 MEX3C MIR3945HG MIR646HG MRAS MS4A8 MTSS1 MYL7 MYO6 NIM1K NIPSNAP3B NOTCH1 NT5E OASL ODAD2 OR2C1 P2RY14 PALLD PASK PCDH20 PDGFA PDK2 PIM2 PIN1P1 PKP3 PLA2G2A POLL PRAMEF11 PRKXP1 PYGM RAD51AP1 RAMP2 RAPGEF2 RBMXL1 RDX RGS16 RHEBL1 RHOU RNF126P1 S100A3 SCGB2A2 SCRT1 SDCBP2 SERPINE2 SGK1 SH2D5 SIAH3 SLC10A2 SLC22A16 SLC27A2 SLCO1C1 SLCO2A1 SMOC2 SNX9 SOCS2-AS1 SOX18 SPATA12 SPATA41 SRD5A3 STAG3 STING1 SYCE2 SYTL2 TBX21 TCEAL9 TEX13B TEX35 TFPI TGIF1 THEG THSD7B TMEM213 TNFRSF1B TNFSF13B TRIM69 TTLL6 TYMP UGT2B15 ULK4 USP26 UTF1 VAV3 VWF WDTC1 WNT10B ZBED2 ZDHHC14 ZNF517 ZNF619 ZNF771 ZSCAN23 GSE17974_IL4_AND_ANTI_IL12_VS_UNTREATED_12H_ACT_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_IL4_AND_ANTI_IL12_VS_UNTREATED_12H_ACT_CD4_TCELL_UP ABCD3 ADAM20 ADAM8 ADGRA3 AMPH ANTXR2 ASAP1 ATP6V0A2 AUTS2 BLTP3B BUD13 C12orf76 C16orf87 C1orf53 C9orf78 CAMK2D CAMSAP1 CAND2 CCDC71L CCDC85C CCNE2 CD244 CD40LG CD55 CD84 CDC45 CDCP1 CENPU CHN2 CHSY1 CLCN3 CLDN5 CLECL1P CNKSR2 CPT1A CTH CTNNAL1 CTNS CUX2 DACH1 DIPK1A DIPK2A DLC1 DMXL2 DNAJB9 DUSP6 EEIG2 EIF1AD EIF1B-AS1 ELAPOR2 ENPP5 ENPP6 EPAS1 EPDR1 ERLEC1 ERMP1 EVI2B F11R FAM13A FAM13A-AS1 FAM241A FASTKD3 FOXL1 FSCN1 FYN GAB2 GAB3 GATA3 GFI1 GFPT1 GNAI1 GPALPP1 GPCPD1 GPR183 HEG1 HIPK1 HPCAL1 HPS3 IL10RA IL13 INTS5 KCNK5 KCTD9 KIAA0513 KPNA6 LARS2 LEMD2 LEO1 LIMA1 LINC00205 LINC01127 LINC01281 LINC01619 LRWD1 MAOA MAPK6 MBOAT7 MFSD6 MIER3 MOSPD3 MPZL2 MSI2 MTX3 NABP1 NCOA3 NET1 NFU1 NIPA1 NOMO3 NRP2 NSUN3 NUDT19 OR5V1 OR7E19P OSBPL1A PHF20L1 PLCL1 PLLP PLXDC1 POC5 POU3F2 PPARG PPP1R14A PPP4R2 PTPN14 PTPRE PTPRK PXT1 RAB27B RAB30 RASGRP3 RBM14 RCAN1 RNF125 RNF146 RNF19A RRS1 RXFP1 SAMD3 SATB1 SDC4 SKA2 SLC22A5 SLC39A8 SLC50A1 SLC6A1 SMAD2 SMC4 SNTB1 SOCS1 SOX4 SP4 SPAG1 SPINT2 SSBP2 STARD4 STAT4 SUCO SVIL TAF3 TDH TET3 TEX30 TEX44 TFDP1 TPD52 TPH2 TPM1 TPRG1 TRIB1 TSPAN13 TTC33 TXLNB TXNRD1 UBL3 UFD1 UPRT USP35 VCL VMP1 VSIG10L VSTM4 WDR44 WWC3 XBP1 ZFYVE9 ZIC3 ZMAT4 ZMYM4 ZMYM5 ZNF443 ZNF677 ZNF84 ZYG11B GSE17974_IL4_AND_ANTI_IL12_VS_UNTREATED_1H_ACT_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_IL4_AND_ANTI_IL12_VS_UNTREATED_1H_ACT_CD4_TCELL_DN ABHD1 ACP4 ADARB2-AS1 ADGRE3 ADRB1 AGR2 AKIP1 ALDH1L1 ANXA13 AOPEP ARRDC2 ATG7 AVPR1B BANK1 BEND2 C11orf52 C6orf15 CAMK1 CCL17 CCL23 CDCA8 CDHR3 CFLAR-AS1 CHRM4 CHST12 CHST6 CKAP2L CLEC12B CLEC4E COL12A1 COL1A1 COQ7 CST6 DDIT4 DKFZP434A062 DNAI1 DNAL4 DPYS DSG3 DUSP15 DUSP4 DYNLL2 EFNA1 EGFL6 EHD3 ELOA-AS1 ERCC6 EREG FAM83E FDCSP FGF2 FOXP4 GADD45B GADD45G GALNT5 GALNT8 GARIN1B GAS8-AS1 GATA5 GPR35 GPR68 GPR82 GPRIN2 GRIK5 GSTA4 GYPC HARBI1 HORMAD1 HSPB3 HTR1D HTR1E ID3 IGHV7-81 IL6-AS1 ITPRIP KCNN4 KCNQ1-AS1 KDM4D KIAA1958 KIR2DL1 KIR2DS3 KITLG KYAT1 LAMB4 LINC00113 LINC00472 LINC00963 LINC01305 LINC02223 LINC02260 LONRF3 MAMDC2-AS1 MC4R METTL2B MIF4GD MLANA MPV17L2 MSC-AS1 MST1R MYO1D MYOD1 NALT1 NDRG2 NHLRC4 NLRP3 NLRP8 NOXRED1 NPW NPY4R ODAD2 ODF4 OPN4 ORM1 P4HTM PABPC5 PDGFA PDHA2 PEG3 PHAF1 PHGDH PI15 PICK1 PIK3R3 PMEPA1 PPBPP2 PRRG1 PSKH1 PTPN6 PTPRN PTTG2 RAB15 RAB40AL RAD51C RAP1GAP2 RIN2 ROPN1B ROR2 RPL23AP32 RXRG SDR42E1 SERPINE2 SFXN2 SLC17A9 SLC22A9 SLC25A21-AS1 SLC25A48-AS1 SLC45A2 SLC8A1 SMTNL2 SNORA74A SPATA45 SPHKAP SRC SRCIN1 SRGAP1 SUSD2 SYT17 TAC3 TAS2R38 TCL1A TEAD1 TEKT4P2 TLX3 TMC1 TMEM171 TMEM51-AS1 TRAF1 TRDV2 TRIM31 TRIM69 TRIM8 TTC39A TXNRD3 USP30-AS1 VAC14-AS1 VAV2 VSIR WNT8B XCR1 ZBTB7C-AS2 ZFP42 ZIC5 ZNF165 ZNF214 ZNF229 ZNF491 ZNF554 ZNF891 ZNHIT1 GSE17974_IL4_AND_ANTI_IL12_VS_UNTREATED_1H_ACT_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_IL4_AND_ANTI_IL12_VS_UNTREATED_1H_ACT_CD4_TCELL_UP A1BG-AS1 ADAM32 ADAMTS8 ADCK1 ADHFE1 ALCAM ALOX12 AMIGO2 APC2 APPL2 ARL2BP ATG16L2 AXIN2 BHLHE40 BRF1 C5AR2 C8orf74 CAGE1 CASP3 CC2D1B CCL26 CD163 CD200R1 CD274 CDC42EP5 CDKL5 CELP CEP89 CES4A CFAP52 CHST4 CISH CLCN2 CLRN1 CNTNAP3B COBL CTSA DACT1 DAO DCAF10 DUOXA1 ELOVL3 ENSG00000223438 EPM2AIP1 EVI2B FAM118B FAM167B FARP1 FREM1 FRZB GAPDHP62 GAST GATA3 GCSAM GCSIR GGT7 GJB2 GORASP1 GOSR2 GPR143 GPR18 GPR183 GRAMD1C GREM2 H2AC17 H2BC21 HDDC3 HEATR4 ID2 IFT81 IL2RA IL9R IRAK4 IRGM JRKL KCNK2 KCNQ1DN KLC4 KLK13 KRT222 LACRT LCE2B LIN9 LINC00115 LINC00636 LINC00852 LINC00921 LINC01550 LINC02297 LINC02609 LOC286083 LRRN3 LUZP2 MAMDC4 MAP2K7 MAP4K3-DT MAPK8IP3 MBD3L1 MEGF11 MID1 MIR21 MKRN3 MOB3A MRPL35 MSLN MTUS2-AS1 NETO1 NFIL3 NFKBIZ NKD1 NPHP4 NTRK1 NUTM2B OR5H1 OXER1 PAX5 PCDHB1 PCED1B PCP4L1 PDE4B PGAP1 PIPOX PIWIL2 PLXDC1 POTED PPP1R14A PRAC1 PRDM14 PTGIR PTH2 PTPRR PWWP3B RASL10B RELCH RGS16 ROS1 RTP4 S1PR1 SCART1 SGCE SLC11A2 SLC24A2 SLC66A1L SLC6A20 SOCS1 SOCS3 SORCS2 SOX11 SPAM1 SPATA31E1 SV2A SYBU SYCE2 TAC4 TAGAP TAL1 TARBP1 TARP TBC1D22A-AS1 TBX15 TCP11 TEKT3 TLR1 TLX1 TMEM168 TMEM196 TMEM200C TMEM212 TMEM214 TMEM277P TMEM53 TMPRSS11E TPST1 TRIB2 TRIM38 TSC22D4 TTC9C TTYH3 TUG1 TYW5 UNC13A YPEL1 ZNF443 ZNF563 ZNRD2-DT ZSCAN31 GSE17974_IL4_AND_ANTI_IL12_VS_UNTREATED_24H_ACT_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_IL4_AND_ANTI_IL12_VS_UNTREATED_24H_ACT_CD4_TCELL_DN ADGRE1 ANKDD1A ANXA2 ANXA2P2 ANXA3 APELA ARHGAP15 ARHGEF39 ARMC2 ATAD5 ATF3 BBIP1 BCL10-AS1 BCL2L14 BCL7A BEND6 BST2 C3orf52 CABP5 CALR3 CASK CASP4LP CCDC141 CCDC168 CCDC28A-AS1 CCL20 CCL4 CD300LD-AS1 CFAP92 CFLAR-AS1 CMAHP CMTM5 COL6A3 CPNE5 CSMD2 CXCL10 CXCL3 CXCL5 CXCR3 CYP4A22 CYP4Z2P DBIL5P DHX58 DNAJC28 DZANK1 EIF3J-DT ENC1 EPSTI1 ERICH6 FAM43A FCER1G FCGBP FETUB FGF9 FHIT FTCDNL1 FZD5 GAL GAL3ST4 GBP5 GCSAM GIMAP1 GIMAP4 GPR155 GRIK1 GTF2IP20 GZMB H3C12 HERC5 HERC6 HFE HPYR1 HSD11B1 HSH2D IFI27 IFI44 IFI44L IFI6 IFIH1 IFIT1 IFIT2 IFIT3 IGFBP4 IL12RB2 IMMP2L INSM2 INSRR INTU IQGAP2 ISG15 ISG20 ITCH ITIH4 KAT7 KHDC1L KLHDC7B KNOP1 KRT36 LACC1 LAMP3 LGALS9 LHX6 LIF LINC00115 LINC00964 LINC01242 LINC01465 LINC02604 LOXL4 LRIT1 LYST MARCHF3 MMP10 MORN3 MT1E MUC1 MX1 MX2 MYO3B NRBP2 NUTM2A-AS1 OAS1 OAS2 OASL ODF2L OR2F2 OR3A1 OR51E1 ORAI3 OSGIN2 OSM OVOL1 PALLD PATE2 PDE4B PGM2L1 PKHD1 PLA2R1 PLCZ1 PLSCR1 PMFBP1 PRTFDC1 RGL4 RHOU RPL34-DT SAMD9L SBSPON SERPINC1 SGK2 SH3BP4 SH3RF3-AS1 SIX3 SLAMF6 SLAMF7 SLC27A2 SLC8A1-AS1 SMARCA1 SNX7 SOX7 SP100 SP140 STAP1 STX3 SWSAP1 TBX21 TBX22 TDRD7 TMCC1 TMEM132D TMEM140 TMEM154 TNFAIP8L2 TNFRSF14-AS1 TNFSF10 TNFSF13B TOX2 TPH2 TRAK1 TRIM38 TRPC1 TRPC6 TYMP USP18 USP5 VAV2 VWA5A WWTR1 XAF1 ZBED2 ZFP37 ZNF691 ZNF831 ZP2 ZSCAN26 GSE17974_IL4_AND_ANTI_IL12_VS_UNTREATED_24H_ACT_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_IL4_AND_ANTI_IL12_VS_UNTREATED_24H_ACT_CD4_TCELL_UP ABCD3 ABHD6 ADGRV1 ADHFE1 ADORA1 ALOX15 ANK1 APOBR ASIC3 ATPAF2 BCL2L11 BGLAP BTBD16 C1orf162 C22orf42 CA4 CACNG8 CCDC122 CCDC148-AS1 CCDC17 CCL17 CCL22 CD244 CD55 CD8A CDHR5 CEP57L1 CFAP46 CHPF2 CLCN6 CLEC11A CLECL1P COL10A1 COX19 CPT1A CSF1 CSMD1 CSRP2 CTNS DCHS1 DHRS3 DIO3OS DLC1 DNAH11 DNAH17-AS1 DSCR10 DUSP6 EFNA5 ELAPOR2 ENSG00000224715 EPB41L5 ETV5 FAM104B FATE1 FGF10 FKBP2 FNDC11 FNDC8 FOXQ1 FREM1 GAB2 GATA3 GGT7 GNAI1 GNAO1-DT GOLGA8IP GPC4 GPR12 GPR183 GPR20 GRAP2 GRIN2B GSTA4 GSTT4 HAPLN4 HCST HERC2P1 HHIP-AS1 HOMER2 HRH4 HSPB8 IFNA21 IFNL1 IGSF11 IL17RB IL3 JRK KCTD7 KIR2DL3 KRT1 LAIR1 LINC01107 LINC01426 LINGO1-AS1 LIPF LRRC32 LRRTM1 LTC4S MAGEA10 MAOA MAOB MBOAT7 MEST MPZL3 MTNR1A NDUFV1-DT NEK6 NEU2 NFASC NIPA1 NR1H3 NRAV NRP2 NTRK1 OBP2A OR5E1P PCAT4 PCDH11X PDE4A PDE9A PDILT PGAM5 PINX1 PKIA PLA2G2A PLA2G4A PNPLA5 PPARG PPP1R14A PPY2P PRIMA1 PRKCQ-AS1 PTPRD PVALB RAB27B RAMP1 RAPSN REEP1 REL-DT RHOB RRS1 RTN1 SARDH SGK1 SHOX2 SLC26A11 SLC40A1 SLC47A1 SLC6A18 SLC9A9 SNHG4 SORBS2 SPATA3-AS1 SPINT2 STAT4 STPG3 STRADB SYTL3 TAFA5 TAS2R38 TESPA1 TEX37 THNSL2 TIMP1 TIMP4 TMEM129 TMEM145 TMEM200C TMEM254 TMEM277P TNFRSF17 TNFSF11 TPRG1 TRGV5 TRIM10 USP35 VIPR1 VXN WDR86-AS1 XPO4 ZFYVE27 ZFYVE28 ZNF365 ZNF443 ZNF704 ZNF839 GSE17974_IL4_AND_ANTI_IL12_VS_UNTREATED_2H_ACT_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_IL4_AND_ANTI_IL12_VS_UNTREATED_2H_ACT_CD4_TCELL_DN ACSL4 ADRA2A AGPAT4 ALKAL2 AP5B1 AQP10 ARL5C ARRDC3 ASIC5 B3GNT2 BCR BSPRY C1orf100 C22orf31 CD5L CDKL2 CFAP418 CFD CHRM1 CILP2 CLEC3A COL6A3 COLEC12 CPT1A CRACD CXXC5 CYP2A7P1 DCUN1D4 DDAH2 DDIT4 DDX19A-DT DEFB122 DNAH2 DNAI7 DNMBP DRAM1 DUSP1 DUSP15 DUSP4 DUSP5 EDA2R EFCAB10 EFNA1 EIF5A2 EMP1 ENC1 ENSG00000291065 ENTPD5 FABP5 FAM89A FBXO31 FOSL1 FOXF2 FOXN4 FRZB FSTL1 GABBR1 GADD45A GAL3ST4 GCNA GCNT7 GDF3 GEM GFOD1 GIMAP8 GNB3 GPC3 GPC5 GPR157 GSTT4 GTF3C2-AS1 HCG18 HIVEP3 HPD HS1BP3 HTR3B ICOSLG ID3 IFNAR2 IGHD IGSF11-AS1 IL15RA IL23R IL6 IL6R INSIG1 INSL5 ISM1 ISX ITPRIP KCNA2 KCNG3 KCNN4 KIF7 KLF11 L1CAM L2HGDH LAMB1 LHFPL6 LINC00174 LINC00629 LINC00710 LINC01091 LINC01118 LINC01121 LINC01539 LINC02520 LINC02523 LMX1B LOC401442 LRRC2-AS1 LRRC75A MAFF MN1 MRPL1 MSMB MYH6 NCKAP5L NEDD9 NINJ1 NLRP3 NPTX1 NTRK1 NTS NUP62CL NXF3 ODF2 OR10C1 OR6A2 OSBPL3 PDCD1 PFN4 PHLDB3 PJA2 PLAUR PLEK2 PLP2 PLPP3 PPARGC1B PPM1L PPP1R17 PRSS12 PTPN9 RBKS RBPMS2 RFX2 RGS3 RHEBL1 RHOB RHOU RRH S1PR3 SAGE1 SERPINE2 SH2D3C SH3RF3 SIPA1 SIRPG SLC17A8 SLC22A18AS SMR3B SORBS2 SPAG9 SPINK5 SPZ1 ST6GAL2 ST7-AS2 STARD8 STK3 TLE3 TMEM121B TMEM170B TMEM35A TMEM74B TMSB15A TNFRSF4 TRAM2 TRHDE TRIM64EP TTL TTTY13 TYSND1 UGT8 VPS37A WDTC1 WNT8A YIPF5 ZBTB8B ZFPM2 ZNF804B GSE17974_IL4_AND_ANTI_IL12_VS_UNTREATED_2H_ACT_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_IL4_AND_ANTI_IL12_VS_UNTREATED_2H_ACT_CD4_TCELL_UP AACSP1 ADAD1 AGBL3 AMIGO2 ANKIB1 APOL6 ARHGAP25 ARHGAP32 ATF5 ATP6V1G3 AXIN2 BCL2L11 BCL9 BLTP3B C4orf19 CAMK2D CARF CASP3 CCNB1IP1 CD200R1 CD274 CD47 CD8B CENPM CFAP107 CFLAR CHD7 CHST10 CISH CLEC4A CLUHP3 CPLANE2 CTBP1-DT CTSC CYSLTR1 DACT1 DDB2 DDT DENND10 DHRS9 DLC1 DPH5 DYNLRB1 DZIP3 EIF2AK2 ENSG00000213963 ENSG00000255537 EOMES ERVFRD-1 ETNPPL EXD3 FAM13A FAM241A FAM3A FAM98C FARP1 FMN1 FRAS1 FRMD4B GATA3 GNAI1 GPCPD1 GPR183 GPRIN3 GTF2F2 H2BC21 HABP4 HECW2 HELLS HEXA HHIP-AS1 HNRNPA3P1 HSBP1L1 IFT57 IFT81 IL10RA IL4R JAML KCTD12 KLRG1 KRT222 KRT72 LINC01192 LINC01289 LINC01304 LINC02874 LINC03019 LINS1 LRRN3 LUM MAL MAP3K1 MAP3K14 MAPKAPK3 MBLAC1 ME2 MFSD9 MIR21 MMP16 MOB3A MOCS2-DT MRPL23 MRPL35 MRPL38 MRPS16 MTERF2 MTUS1 NAV2-AS6 NCOA3 NDFIP2 NKX2-1-AS1 NKX6-2 NRAV NSMCE1 OR51J1 OR6W1P OSGIN2 PABPC1L2B PAFAH1B3 PCED1B PECAM1 PHF20L1 PITPNM1 PLA2G12B PLEKHH3 PLPP1 PMF1 PTGER2 PTGIR PTPRE RAB11A RAB11FIP1 RAB30 RALB RASGRP1 RASGRP3 RAVER1 RDH5 RIPK2 RNF125 RORB RWDD3 S100A11 S1PR1 SAE1 SATB1 SAYSD1 SGSH SLC11A2 SLC37A3 SLC39A8 SLC3A1 SLC40A1 SLC6A18 SLC7A11 SNX10 SOCS1 SOS1 SOX9-AS1 SPINT2 SPIRE2 SPPL2C ST3GAL5 STAMBPL1 STK17B SUV39H1 SYNE1 TADA3 TAF5LP1 TAS2R8 TCTA TESPA1 TEX30 TEX36-AS1 THAP7 TMEM200A TMEM273 TMEM80 TNFRSF10D TRABD2A TRAFD1 TREML2 TRMT9B TSLP TTC9C UBL3 UGT2B4 VMP1 WDR97 WNT3 XBP1 ZBED2 ZNF436-AS1 ZNF443 ZNF462 ZNF784 ZSCAN31 GSE17974_IL4_AND_ANTI_IL12_VS_UNTREATED_48H_ACT_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_IL4_AND_ANTI_IL12_VS_UNTREATED_48H_ACT_CD4_TCELL_DN ADAMTS6 AGFG1 ALCAM ALPK1 ANK3 ANXA2 APH1A ATF3 ATP4B AVPR1B BCL2L14 BPIFA1 BST2 C10orf71 C6orf141 C9orf24 CAMSAP2 CAPN3 CBLN4 CCDC158 CCDC191 CCDC33 CCL11 CCL20 CD2 CDKN1A CFAP206 CHMP5 CHST15 CHST2 CLASRP CNN1 CSPG4BP CST9L DHRS9 DHTKD1 DNAJC12 DNAJC13 DOCK3 DUSP16 DYRK3 EMP1 ENPP2 ENSG00000124835 EPSTI1 F2RL1 FAS FGF4 FZD10 G0S2 GBP1 GBP5 GCSAM GDNF GIMAP4 GIMAP5 GIMAP7 GNRHR GOLGA6L2 GPR107 GRK3 GRK5 GUCY1B1 HELB HERC5 HMGN3-AS1 ICOS IDO1 IFI16 IFI30 IFI44 IFI44L IFNG IL12RB2 IL18RAP IL2 IL2RA IQGAP2 IRF1-AS1 IRF7 IRF8 ISG20 ITGA10 ITGB3 KAT2B KCNA10 KCNMB3 KIAA1586 KIFAP3 KLF1 KSR1 LAMP3 LAP3 LINC00290 LINC00895 LINC01165 LINC01558 LINC01587 LMNTD1 LMO4 LPAR6 LRRC3 LTA LTB LY96 MAP1LC3A MAP3K8 MAP4K4 MAPK3 MASTL MCOLN2 MED12L MICA MT4 MUC1 MX1 NEURL2 NFE2L3 OAS1 ODR4 ORM1 OSER1-DT OTOGL P2RY14 PARP14 PARP9 PASK PCDHGA10 PCYT1A PDE4B PDPN PF4 PGAP1 PHF11 PIGQ PIK3R5 PLAAT4 PLAT POLR2M PRSS23 PTCHD1 PYHIN1 RAPGEF2 RBP1 RDX RHPN1-AS1 RIPOR1 RNF215 RXRG SAMD4B SCML1 SERPINB11 SERTAD4BP SIGLECL1 SIRT1 SLA SLAMF1 SLC25A28 SLC27A2 SLC35F1 SLC39A13 SLC41A2 SLC44A1 SMG5 SNHG15 SNHG28 SNORA78 SOCS2 SOD2 SP140 SPSB2 SSBP3-AS1 SSTR3 STAT1 TAB2 TCF7 TMEM140 TNFSF13B TRAF3 TRAT1 TRIM22 TSC22D1 TSSK3 TUB TXK TXNL4B ULBP2 USP46-DT VPS50 VSX1 WARS1 ZBTB3 ZBTB32 ZDHHC23 ZFYVE26 ZNF831 GSE17974_IL4_AND_ANTI_IL12_VS_UNTREATED_48H_ACT_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_IL4_AND_ANTI_IL12_VS_UNTREATED_48H_ACT_CD4_TCELL_UP ABAT ABHD6 ABHD8 ACBD5 ACTR3C ADAM29 ADAP1 ADIPOR2 AGAP12P ALAD ALMS1P1 ALX4 AOAH AP1S2 ARHGAP25 ATP6V0A2 AUTS2 BBS5 BCL2A1 BCL2L11 BIN2 C12orf75 C15orf62 C1QTNF7 C1orf162 CALD1 CAMSAP3 CCDC162P CCDC178 CCL17 CCL22 CCNT2-AS1 CD93 CD96 CDH1 CEACAM5 CELF6 CES4A CFAP299 CFAP97D1 CLCC1 CLDN5 CLECL1P COG3 CREG1 CTSC CTSL CYTOR DACH1 DANCR DCBLD1 DENND4C DIPK1A DLC1 DLG5 DUSP6 DYNC2LI1 EDNRB-AS1 ELAPOR2 ENSG00000237250 ETV3 EVI2B EXOC3 FAM171A1 FBXO33 FDXR FN1 FRY-AS1 GAB2 GAB3 GAD1 GATA3 GDE1 GLTP GPATCH2 GPCPD1 GPR146 GPR18 GPR183 GSTT1 HACD3 HECW2 HMGCS2 HRH1 HS1BP3 HSD17B7P2 HTATSF1P2 IFFO2 IGFBP1 IGSF11 IGSF3 IKZF2 IL10RA IL10RB IL4R ITM2C KDM2B KRT1 KRTAP2-1 LEKR1 LETR1 LIMA1 LIMS2 LINC00265 LINC02481 LINC02523 LINC02595 LONRF2 LRRC32 MACROH2A2 MAL MAOA MGST3 MID1 MMP1 MRPS26 MYH8 NARS2 NFIL3 NIPA1 NMB NNT NSUN3 NT5C3B NVL NXN OSTF1 OTUD7A OXCT1 PABPC4L PABPC5 PDCD4-AS1 PDE7B PDE9A PECAM1 PHF10 PLA2G4A PLCL1 PLPP1 PLXDC1 POLE4 PPARG PPP1R14A PRPF18 PRPSAP2 PTEN PTGER2 PTPN14 PTPN3 PTPRN2 RAB27B RAB30 RAP1GAP2 RASSF2 RCN2 RGS2 RHPN2 RNF125 RNF213-AS1 RPN2 RRS1 RUNX1 RXRA S100P SAMD3 SFRP4 SLC25A15 SLC25A23 SLC2A11 SLC39A8 SLC40A1 SLC9A9 SMYD2 SPINDOC SPINT2 ST3GAL1 ST7-AS1 ST8SIA4 TAOK1 TBC1D22A-AS1 TESPA1 TIMP1 TMCO2 TMED5 TMEM192 TMEM273 TMEM71 TNFSF11 TNNI3K TP53BP2 TPRG1 TTC38 UBASH3A VCL VSIG10L ZNF423 GSE17974_IL4_AND_ANTI_IL12_VS_UNTREATED_4H_ACT_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_IL4_AND_ANTI_IL12_VS_UNTREATED_4H_ACT_CD4_TCELL_DN ABLIM3 ACKR2 ADAM19 ADAMTS19 AGBL1 AK7 ALG10B ANKRD31 ANKRD34A ANXA2P2 AOX1 AP1S3 APLP1 ARHGAP44 BCAR4 BTBD19 BTLA BTN1A1 C14orf93 C18orf21 C3orf52 CA10 CCBE1 CCL20 CD27 CD82 CHRNA9 COLEC10 CPNE8 CRB1 CRTAM CSRP3 DCAKD DCHS2 DDIT4 DEFA6 DEPDC1 DNAI1 DOCK3 DUSP18 DUSP4 EFHD1 EMX2 ESYT3 F3 FAM171A2 FAM171B FAR2 FLJ30679 FYB2 GABRA5 GADD45A GAL3ST4 GBP5 GC GEM GFAP GHRHR GNG4 GNRHR2 GPC5 GPR156 GPR68 GRIA2 H3C8 HCN2 HMGB3P22 HSD11B2 ID3 IFNA17 IGHM IL2 IRF4 ITPRIP JMJD8 JPH1 KCNJ15 KCNK9 KIR2DL5A KRT84 KRTAP4-4 LAGE3P1 LGALS14 LGALS4 LILRA2 LINC01260 LINC01343 LINC02532 LINC02871 LNP1 LRRC69 LSAMP-AS1 LYPD3 MAP3K7CL MAP4K3-DT MATCAP2 MBLAC1 MRGPRX2 MTRFR MUC7 N6AMT1 NLRP8 NNAT NPL NPTX1 NR6A1 NTRK2 OR51M1 OR5AK4P PCDHA3 PCDHB1 PCDHGA10 PDE7B-AS1 PDGFA PDZK1IP1 PHF7 PI15 PIGU PKIG PLP2 PLPP4 POLR3G POU2AF3 PPP1R17 PPP1R1C PPP1R26-AS1 PRDM6 PROSER3 PRXL2A PTPRB PYHIN1 RADX RASSF4 RBM12B REEP6 RGS5 RHOH RND1 RNF212B ROPN1 RORC RRAGB S100A13 S100A16 SCEL SCGB1A1 SCN8A SERPINB11 SERPINC1 SH2D4B SLAMF7 SLC25A53 SLC39A12 SLC4A5 SMIM3 SMTNL2 SNAPC4 SNHG16 SOST SRRM4 ST8SIA5 STAG3 SYDE2 TAAR5 TACR3 TAS2R40 TAS2R8 TDRD3 TMEM225 TNFRSF8 TNFSF4 TRAPPC3 TRNAU1AP TRPS1 TTC23L TTC29 UBASH3B UBE2D4 WASF3 WDR38 WNT7A ZBED6 ZNF331 ZNF816 ZRANB3 ZSCAN12P1 GSE17974_IL4_AND_ANTI_IL12_VS_UNTREATED_4H_ACT_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_IL4_AND_ANTI_IL12_VS_UNTREATED_4H_ACT_CD4_TCELL_UP A2M-AS1 ABCD4 ACD ADAM8 ADIG AIFM1 ALDH16A1 ANKRD36BP2 AP1B1 APEH APOL6 B3GALT2 BLTP2 BSCL2 BTN2A1 BTN3A3 C12orf76 C17orf58 C1GALT1C1L C6orf89 C8orf74 CAMK2D CCDC97 CCDC9B CCRL2 CD8A CD8B CDC42EP5 CDK2 CIZ1 CLUL1 COG4 CTSK CYP51A1-AS1 DDB2 DENND10 DHX58 DLC1 DMRTA2 DOCK7 DOLPP1 DPH3P1 DUSP6 DZIP3 ELAPOR2 EMILIN2 ENSG00000267665 EPAS1 ETFB FARP1 FGF14-IT1 GAB2 GAB3 GATA3 GBA2 GCOM1 GGTLC1 GPAA1 GPATCH3 GPR83 GUCY1B1 H2BC21 H4C1 HAUS4 HHIP-AS1 HPGD HTT IDH2 IGSF11 IL10RA IL4R IMMT IRAK4 IRS2 JAK2 KCNK6 KDM7A KHK KIAA0586 LINC01181 LINC01550 LINC01619 LORICRIN LRP2BP LRSAM1 LTC4S MACROH2A2 MAP3K14 MAP4K1 MAST3 MAVS MCF2 MCM5 MED20 MGAT1 MGME1 MIR600HG MOB2 MOB3C MTFR1L MTOR MYO7A MZF1 NBEAL2 NECAP2 NIPA1 NLGN4Y OSBPL1A PAN2 PAOX PDE9A PINLYP PITRM1 PLEKHO1 PLLP PLOD3 PLPP1 PLXDC1 POLL POMT1 PPARG PRMT2 PRSS22 PTGER2 PTPN4 PYCR1 R3HCC1L RAB27B RAB30 RALB RBM4B REEP1 REXO4 RFC1 RHPN2 RIPK2 RNF24 RNPEP RPRML RPS6KB2 SCN3A SGSH SLC25A11 SLC26A11 SLC35E2A SLC37A3 SLC39A8 SLC9A7 SLCO3A1 SMG9 SMIM17 SMPDL3A SNX8 SOCS1 SPINT2 SPIRE2 SSBP2 STAT4 STK19 STN1 STX16 SULF1 SWAP70 SYNE1 SYS1 SYTL3 TADA3 TBC1D14 TBC1D17 TESPA1 TEX30 TGFBR3 TMEM187 TMEM39B TMEM9 TNFRSF14 TPRG1 TRABD2A TREML2 TTC9C UBAC1 UBE2NL ULK1 VAMP5 VCL VSIG10L WRNIP1 YIF1B ZBTB16 ZFYVE19 ZNF443 ZNF589 ZNF595 GSE17974_IL4_AND_ANTI_IL12_VS_UNTREATED_6H_ACT_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_IL4_AND_ANTI_IL12_VS_UNTREATED_6H_ACT_CD4_TCELL_DN AASDH ABCC4 ABHD6 ADGRE1 AHI1 ALG14 AP5B1 ARHGAP31 ARRB1 ATP10A ATP2C1 BAZ2B BBIP1 BMP2K C2CD3 C4BPA CAMSAP2 CARD11 CCDC18 CCDC24 CCDC32 CCDC82 CCL2 CEMIP CEMIP2 CFAP299 CHRNA6 CIART CLIP2 CNOT6L COL6A3 CRCP CREB1 CTDP1 CTNNA1 CXCL1 CYTH3 DCAF12L1 DDIT4 DGKB DNAJC24 DUSP16 ECE2 EIF4G3 EMP1 ERI1 EXOSC6 F2RL1 FABP5 FAM107B FAS FRK GALNT1 GBP1 GBP4 GBP5 GCA GGACT GIMAP6 GIMAP8 GK GNAL GPBP1L1 GPD2 GPN3 GPRIN3 GZMB H2BC12L HAP1 HDGF HNRNPLL HS3ST3B1 ID3 IFIT2 IFIT3 IFIT5 IFNAR2 IL12A IL1A IL1B IL25 IL6R IPCEF1 IRS1 ITPR1 JPH3 JUN KCNJ2 KCNK7 KLHL15 KRT12 KRT84 LACC1 LACTB2 LAG3 LIF LINC00102 LINC02135 LRCH1 LRP1B LRRC34 LUZP1 LXN MALT1 MAP3K13 MAP4K5 MAP9 MBP MDFIC MED21 MFAP4 MTERF4 MTFR1 MTUS2-AS1 MXI1 MYOCD NEDD4 NINJ2 NOG NOX3 NPL OLMALINC OTUD1 P2RY14 PAM PASK PDE4D PDGFA PEA15 PFKFB3 PFKM PGM2L1 PHACTR3 PHOSPHO2 PLS1 PLSCR1 POLR1G POLR3G PPP1R2 PTGS2 PYHIN1 R3HDM1 RB1 RELL1 RHCG RIN3 RUBCNL RXYLT1 SAA4 SAMD5 SAMHD1 SCFD2 SEPTIN11 SGK1 SGMS1 SH3GL1P1 SIRPG SLC27A2 SLC35F2 SMCHD1 SOCS2 SPIN4 STAC2 STX11 SYNM SYTL2 TADA2A TCAF2 TDRKH TFPI TGIF1 TIFA TLE3 TLR5 TLX1 TMEM117 TMEM38B TMEM51 TNFSF10 TNFSF13B TNFSF4 TOX2 TP53INP1 TPM4 TRMT61B TSC22D2 TSGA10 TTC33 TTC7A USF3 WDR48 ZBTB21 ZFP36L2 ZNF57 ZNRF2P1 ZNRF3 GSE17974_IL4_AND_ANTI_IL12_VS_UNTREATED_6H_ACT_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_IL4_AND_ANTI_IL12_VS_UNTREATED_6H_ACT_CD4_TCELL_UP ABCA6 ABCC6P1 ABHD8 AGAP12P ALOX5 ANGPTL1 ANKRD36BP2 ARHGAP18 ASCL1 ASTN2 C3orf18 CAMK2D CAP2 CASKIN2 CASQ1 CATSPER3 CCDC102A CCDC9B CD8A CD8B CDC45 CDK2 CFAP92 CGA CHN2 CKB CLDN5 CLEC12A CPEB1 CSPG5 CYSRT1 DACH1 DDB2 DIPK1A DLC1 DLG3 DNAH8 DSEL DUSP6 EEIG2 ELAPOR2 EN1 ENDOU ENKUR EPAS1 EREG FAM236A FBXL17 FBXL18 FCER2 GAB2 GAB3 GABRA4 GABRB1 GABRB3 GATA3 GCOM1 GNA14 GNAI1 GPR183 GPR3 GS1-600G8.3 HESX1 HHIP-AS1 HNRNPUL2 HPCAL1 HSBP1L1 IFNL1 IGFBP2 IGSF11 IL10RA IL1RN INS INSM2 IRX5 JRK KIF3C KLHL29 KLK8 KPNA6 LHCGR LINC00551 LINC01091 LINC01116 LINC01281 LINC01550 LRRC66 LTBP1 MACC1 MAOA MAP3K14-AS1 MFSD6 MGAT4D MSI2 MSR1 MYL11 NLRP5 NPY5R NRP2 ODAD3 OR1F1 PALD1 PAPPA PARP3 PATJ PATL2 PCDHB16 PCED1B PCED1B-AS1 PDE9A PDGFC PECAM1 PGPEP1 PJVK PLA2G2A PLCXD3 PLK4 PLPP1 PLXDC1 PPARG PPP1R17 PSKH1 PSMG3-AS1 PTPN14 PTPN7 PTPRD RAB27B RAB30 RAD51B RASGRP3 RBMS2 RBPMS RHOQ RNF125 RNF128 RRAGD RTN2 S100A11 SCGN SCIN SCN3A SEPTIN10 SERPINB12 SHLD1 SHOC1 SLC25A31 SLC25A42 SLC26A4 SLC28A1 SLC6A1 SLC6A16 SLCO3A1 SNTB1 SOCS1 SPINT2 SPPL2C SST ST6GALNAC1 STAT4 SYNE1 TAS2R13 TDH-AS1 TEX9 TLR3 TM4SF1 TMEM158 TMEM253 TPRG1 TRABD2A TSHZ1 TTC22 TTC28-AS1 TTC9C TTLL13 UBL3 UGT2B17 VLDLR VN1R2 VSIG10L WNT5B WWC3 ZBTB14 ZBTB22 ZCCHC12 ZFHX4 ZNF155 ZNF443 ZNF462 ZNF471 ZNF663P GSE17974_IL4_AND_ANTI_IL12_VS_UNTREATED_72H_ACT_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_IL4_AND_ANTI_IL12_VS_UNTREATED_72H_ACT_CD4_TCELL_DN AHNAK ALPK1 ANXA2 ARHGAP15 ARHGAP21 ARID5B ATP1B1 ATXN7L1 BASP1 BCL2L14 BCORP1 BIRC3 BTLA C11orf40 C1orf112 C3orf52 CACUL1 CASP3 CASP9 CCNE1 CD200 CD226 CD274 CD38 CD58 CD59 CDH3 CHRDL1 CHST11 CLEC2B CLUHP3 CRACR2A CRISPLD1 CRTAP CXCL9 CYB5A CYFIP1 DNAJC12 DPP4 DTX3L DUSP16 DUSP4 EBI3 EPSTI1 ETV6 FANCI FRMD6 GADD45G GBP1 GBP4 GBP5 GCH1 GIMAP1 GIMAP4 GIMAP7 GIMAP8 GINS2 GNL1 GNPDA1 GPR155 GPR174 GRK3 GSTO1 GZMK HIVEP2 IFI27 IFI35 IFIH1 IFIT5 IL2RA INTS8 IQGAP2 IRF8 ISG15 ISM1-AS1 ITM2A JAGN1 JPH1 KAT2B KCNE4 KLRK1 KMT2A KSR1 LACC1 LAMP3 LATS1 LGALS12 LGALSL LGMN LINC00310 LINC00326 LIX1 LMO4 LRP11 LTA LYSMD1 LYSMD2 LYST MAFF MAIP1 MAST4 MIR155HG MLLT3 MTMR1 MYH16 NCF1C NETO2 NEXN NFE2L3 NFE4 NLRP8 NXPE3 OXNAD1 PAG1 PARP11 PARP14 PARP9 PCTP PDE4B PELI1 PELI2 PGAP1 PI4K2B PIK3CB PITPNC1 PLEKHG1 PMS2P9 PPP4R1L PRG3 PRKCH PSMB10 PSMB9 PSME4 PTGER4 RAD51 RAPGEF2 RDX REXO2 RFC4 RGCC RHOU RIPOR1 RNF169 RRAS2 RSPO3 SAMD9L SCAMP3 SCML1 SELL SIAH3 SIRT1 SLAMF1 SLC22A4 SLC44A1 SMAD7 SMAD9 SNRPC SNX25 SNX9 SOCS2 SP140 SPRYD3 SQOR STAT1 STX11 STX3 SUSD3 SUSD6 SYNE3 TAFA4 TAP1 TGIF1 TIFA TLR1 TMEM243 TNFSF10 TNFSF13B TNIP2 TOPBP1 TRAT1 TREX1 TRIM22 TRIM6 TRPC3 TSR1 UBE2L6 UNC119 VOPP1 WDR82 WIPF1 WNT9B XRN1 ZC3H7B ZFAND4 ZG16B GSE17974_IL4_AND_ANTI_IL12_VS_UNTREATED_72H_ACT_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE17974_IL4_AND_ANTI_IL12_VS_UNTREATED_72H_ACT_CD4_TCELL_UP ABCD3 ACTR3BP2 ADGRA3 ADGRE2 ADGRV1 AGAP12P AKAP12 ALPL ANKH ANKRD36C ANO8 AOAH ATP6V0A2 ATXN1 BEX3 BIN2 BMS1P1 C15orf39 C21orf91-OT1 CACNB4 CAMK1 CAPN13 CARNS1 CASQ2 CCDC86 CD164 CD3G CES4A CLDN1 CLDND1 CRISP2 CTNS CXCL11 CXorf51A CYP3A7 DLG5 DPY19L3-DT DSG1 DUSP6 ECH1 EFNA5 ELAPOR2 EML2 ENDOD1 ENSG00000223438 ENSG00000267665 ENTPD1-AS1 EOMES ETFB EVI2B FAM110C GAB2 GATA3 GATD1 GDE1 GKN1 GNAI1 GOLGA8A GPR146 GPR183 GSTA3 HOMER2 HTR2B ID2 IFFO2 IFT80 IGSF3 IKZF2 IL10RA IL17RB IL1RN IL4R IVD JAML KCNK5 KCTD16 KIF26A KIRREL3-AS3 KRT1 LGI1 LIMA1 LIN7C LINC01550 LINC01560 LINC02003 LINC03025 LRRC28 LRRC32 LRRC37BP1 MAGEA12 MAL MAOA MAOB MCRS1 MGST3 MLLT11 MMEL1 MMP12 MRPS26 MRPS6 MS4A12 MYO3B NDFIP2 NIPA1 NMU NSMCE1 OAZ2 OGDHL OR5I1 PDE7B PDE9A PECAM1 PGLYRP2 PHLDA1 PLA2G2D PLA2G4A PLEKHH2 PLXDC1 PNPLA3 POU2F3 PPP1R14A PRSS58 PTDSS1 PTEN PTGIS PTPN14 PTPN3 PTPRA QRICH2 RAB27B RASSF8 RNF125 RNF138 RPA4 RRS1 S100P SCPEP1 SERINC5 SETBP1 SH3BGR SHISA5 SHLD1 SHOC1 SLC25A31 SLC39A2 SLC52A2 SMAD2 SNHG28 SPAG17 SPINT2 SUN2 SVOP SYTL3 TCTA TEX36-AS1 THRA TIMP1 TMC8 TMEM102 TMEM234 TMEM245 TMEM71 TPRG1 TRH TRIM10 TRIM29 TRIM51 TRIM67 TRPC5 TSEN54 TTC30A UNC50 UPRT USP35 VIPR2 VSIG10L YKT6 ZBTB38 ZC3H8 ZC3HAV1L ZMYM4 ZMYND8 ZNF423 ZNF488 ZNF589 GSE18148_CBFB_KO_VS_WT_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18148_CBFB_KO_VS_WT_TREG_DN AAMDC ACCSL ACOX1 ADGRL2 ADRA2A AGTRAP AKR7A2 AMPH ANXA13 AQP5 ARHGEF3 ARL13A ATF1 B3GAT1 BCL10 BMP8B BTBD3 C7orf31 C8orf48 C9orf78 CASR CCDC191 CCN1 CCT7 CD109 CD248 CD300LG CDKL3 CDKL4 CELA2A CFAP119 CHD5 CHRNB3 COL24A1 COL6A2 COL9A1 COPZ2 CSNK1A1 DCXR DES DGKG DLK2 DNAJB13 DPH1 DPY19L1 DYM EEF1AKMT1 EEF1B2 EFL1 EHF EIF3F ELMOD3 EMC2 EPM2AIP1 ERC2 ETV4 FABP2 FBH1 FBLN5 FBN1 FBXO15 FGF9 FNDC3B FOXA2 FSCN3 GABARAPL1 GABRA4 GABRR1 GCNT7 GLYAT GNG13 GPI GPR101 GPR162 GPR37L1 GPX7 GRHL2 GRIK4 GRIN1 GRM2 GSX1 H19 HAO1 HBZ HCN1 HIBADH HRH4 HSD17B3 IGFALS IL1RAPL1 KAZN KCTD15 KIF13A KRT6A LARGE1 LHX6 LIN7A LTBP1 MADCAM1 MAGED1 MAP2K1 MAP7D2 MDGA1 MEX3C MFGE8 MID1IP1 MISFA MITF MOG MS4A10 MTCL1 MTMR12 MTSS2 MYO5C NAP1L1 NAV3 NCALD NCOR1 NEU2 NHERF2 NICN1 NINJ1 NLRP4 NUCB2 OAZ1 OXSR1 PAX1 PCLO PDE4A PHYHIPL PIK3CG PPME1 PRR13 PTRH1 RAB26 RAB7A RBM24 RBM39 RBMX2 RIDA RIMS3 RPAP2 RPL12 RPRD1A RS1 RTN4 SDHA SEC23IP SERPINA4 SFR1 SH3RF1 SH3RF3 SLC25A51 SLC35F1 SLC5A3 SLC5A4 SLC7A4 SMARCD2 SMPD3 SPHKAP SPIN4 SPOCK1 SQOR SRRM1 SSC5D ST7L ST8SIA3 STAM2 STARD10 STARD13 SULT4A1 SUPT4H1 TBX15 TCF21 TEX14 TFAP2C THAP11 TMEM150A TMEM218 TMEM225 TMPO TNMD TRIM17 TRIM34 TRPM3 TRPM4 TTC12 UGT2B17 VAMP4 VAV3 VEPH1 VSTM2B WNT2B WNT6 XIRP1 XPO4 ZBTB1 ZNF217 ZNF428 ZNF516 GSE18148_CBFB_KO_VS_WT_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18148_CBFB_KO_VS_WT_TREG_UP AADAT AAR2 ABI3 ACSS2 AEN AK8 ALDOAP2 ANGEL1 ARPP21 ASIC3 ATF6B AZGP1 BBS12 BEX4 BORCS8 BRF2 C17orf80 C1QC C8orf34 CABP2 CAPN12 CAPN13 CCDC141 CCL13 CCL7 CCND1 CD200 CDHR2 CDX4 CENATAC CFAP410 CFAP52 CILP CLTRN CMA1 CMAS COMMD3 CRABP2 CRYGS CSPG5 CTBP2 CTH CYP26A1 DCAKD DGKI DLX6 DMBX1 DNAJC5G DOCK1 DPH6 DPPA5 DRAM1 DRC3 DUS4L DUSP28 ELMO2 EMILIN1 EVA1C EXOC8 FAM163B FAM3B FGF20 FLG FOSL1 FOXE3 FOXK2 FXYD2 FZD2 GAD2 GARIN2 GARNL3 GEMIN5 GJA1 GJC3 GLIPR1L1 GPR180 GPR6 GPX3 GSDMD GSDME GTSF1L HACD1 HES3 HORMAD1 HOXA10 IGSF23 ILRUN INIP KCTD13 KEAP1 KLC1 KLK7 KRT2 KRT72 KRTAP19-1 KRTAP19-5 LGI3 LHFPL4 LRRC8E MACROH2A2 MDGA2 METTL14 MFHAS1 MGAM MIA2 MLKL MOCS3 MPPED2 MRPL19 MYDGF MYO10 MYOM1 MYRFL NDUFB10 NEUROD6 NKX6-1 NOL4 NXF2 ONECUT3 OR52N4 PATJ PCDH7 PCP4 PDHX PGC PLA2G1B PMP2 PMP22 PNLIPRP1 PPFIA2 PROK2 PRPH2 PSMD7 PTK6 PWWP2A RAD23A RAI2 RBAK RBMX RCN3 RCVRN RHOBTB3 RNASEL RPGRIP1 RTF1 RUFY2 SATB1 SELENON SELENOO SEMA3F SEMA7A SGCG SH3BP5 SH3D21 SHF SLC22A4 SLC25A32 SLC25A44 SLC66A2 SLC6A1 SLC6A12 SNCG SP5 SPATA19 SPO11 STOML1 STUB1 SYCE3 TFAP2D THEM5 TIMM9 TK2 TMEM25 TMEM72 TNFRSF11B TPD52L1 TRIM68 TRMT13 TSEN15 TSPAN4 TTLL6 TUBB4B UBAC1 UVSSA WDR86 WFDC2 WRAP73 XKRX YAE1 YIPF2 ZBTB40 ZBTB7C ZC3H8 ZCWPW2 ZDHHC18 ZFAND3 ZFYVE1 ZHX1 ZNF324B ZPBP GSE18203_CTRL_VS_INTRATUMORAL_CPG_INJ_MC38_TUMOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18203_CTRL_VS_INTRATUMORAL_CPG_INJ_MC38_TUMOR_DN ABHD4 ACADL ACOT4 ACOT7 ADAM19 ADAT2 ADISSP ALDH7A1 ANAPC13 ANGPTL2 ANXA2 ASCL2 ASF1B ATP5ME AURKA BCL2A1 BCL2L14 BCL6 BHLHE40 BUB1 C3orf14 CALHM2 CASP1 CASP3 CASP4 CCNA2 CCNB2 CCT2 CD160 CD44 CD83 CD84 CDC25B CDCA5 CDK1 CDKN2C CENPA CENPV CETN3 CIBAR1 CKS1B CKS2 CLDND1 CNIH1 COA6 COMMD1 CORO2B COX6A1 CTLA4 CXCR3 CXCR5 CYFIP1 DBI DCTPP1 DDT DECR1 DNAJC1 DPY30 DYNLT3 EEF1AKMT1 EGLN3 EIF2S2 ENSG00000286190 ERMP1 FH GABARAPL1 GADD45B GALNT2 GIMAP1 GLOD4 GLRX3 GNG2 GPM6B GPR155 HCCS HIF1A HMGB2 HMGB3 HOPX HPRT1 ICOS ID2 IDE IFNAR2 IL21 IL4 KPNA2 LAMTOR5 LANCL2 LCLAT1 LGALS1 LGALS3 LIG1 LITAF LPGAT1 LPXN LXN LYAR MAP2K3 MARCKSL1 MCM5 MCUB MDFIC MFSD14A MICOS10 MID1IP1 MKI67 MMD MMS22L MOAP1 MRPL1 MRPL11 MRPL18 NCAPG NDUFB7 NDUFC2 NFATC1 NFATC4 NKG7 NQO2 NRP1 NUDT2 NUSAP1 ODC1 PAQR4 PCLAF PCNA PDCD6IP PDPK1 PEAR1 PFN2 PGAM1 PGK1 PLAC8 PLAGL1 PLXNC1 POU2AF1 PPP3CC PRC1 PRDX1 PRIM1 PRNP PRR13 PSME3 PTGER2 PTP4A2 PTRHD1 RAD51 RB1 RBM18 REEP5 REG3A RGS8 RORA RPA1 RPN1 RRM1 RRM2 RSPH3 RWDD4 S100A1 S100A10 S100A11 S100A4 S100A6 SASS6 SELENOH SLC25A4 SOD1 SOSTDC1 SPRY1 STMN1 SYNGR2 SYPL1 SYT11 TBCB TCEAL9 TIAM1 TIMM17B TIMM23 TIPIN TJP2 TMA7 TMBIM1 TMEM106B TMEM126A TNFSF11 TNFSF8 TOP2A TPX2 TRAPPC1 TSPAN5 TTC39B UBE2C UBE2L3 UQCRQ VPS29 VPS36 ZFP91 ZNF362 GSE18203_CTRL_VS_INTRATUMORAL_CPG_INJ_MC38_TUMOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18203_CTRL_VS_INTRATUMORAL_CPG_INJ_MC38_TUMOR_UP ABCC9 ACOT12 ACP5 ACSS2 ACTL6B ADAM28 ADCY6 ADD1 ADGRG3 ADI1 AFP AKR7A2 ALDH2 APBB3 ARHGAP1 ARHGAP45 ARHGEF18 ARL4C ARRDC1 B3GALNT1 BCL11B BNIPL C11orf68 C11orf91 C19orf12 C1orf159 C2 CA2 CAMK2G CAPN15 CARNS1 CBY1 CCND3 CFAP91 CHRNB3 CIDEA CNR2 COL22A1 COL9A3 CORO2A CRYBG1 CTSG CWH43 CYP17A1 CYP2S1 DAXX DCLRE1B DDA1 DEAF1 DENND1A DEPTOR DNM2 ECE2 EIF4B EIF4G1 ELF5 EMP2 EMP3 ENO3 ENPP4 ENTPD6 ESR2 ESYT1 EYA2 FAM174B FASN FBXW4 FCGR2A FEZF2 FGF6 FLNA FOXA3 FOXB1 G0S2 GAA GALNT10 GGT5 GIT1 GLB1L GLRA4 GNPAT GRAP2 GRK5 GSX1 GUCD1 HSD17B1 IGFBP4 ILRUN IRX4 ITGAX ITM2A KAZN KCNMA1 KMT2C KRTDAP LDHB LONP1 LYPLA2 MACROD1 MADD MARK2 MCRIP1 MEDAG METTL17 MFNG MIB1 MLX MMACHC MRM1 MSH5 MTSS1 MUC5B MYH9 NACC2 NELFB NOC2L NOP56 NUDT6 PARP8 PBLD PCDHB7 PCNX1 PGS1 PHF1 PIP5K1C PIWIL2 PKP2 PLEC POLR3E PPFIA4 PTOV1 RASA3 RASGRP2 RCBTB2 RCSD1 RHBDL1 RNF123 RPRD2 RXRB RXYLT1 S1PR4 SAR1A SEC16A SELL SELPLG SESN1 SIDT2 SIX1 SLC12A7 SLC17A9 SLC27A5 SLC2A2 SLC35A4 SLC6A8 SLC9A1 SLFN13 SLIT3 SMG5 SMPD1 SNCA SORCS2 SRPK1 STC1 STK10 STK32B STMN3 SYNE4 SYT12 TBC1D10A TBC1D20 TDRP TEC TFPT TGIF2 TMEM184A TMEM229B TMPRSS4 TNRC6C TOM1 TOP3A TRABD TRIB3 TRIM10 TRIP6 TTC3 TUT1 TXNRD3 UBR4 UCK1 UTP25 VAMP2 VCAN VPS39 WLS XAB2 ZFP14 ZNF23 ZNF474 ZNF526 ZNF605 GSE18281_CORTEX_VS_MEDULLA_THYMUS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18281_CORTEX_VS_MEDULLA_THYMUS_DN ABHD4 ACKR2 ACTMAP AHI1-DT AKAP7 ANKH APLP1 APRG1 ARHGAP26 ARHGAP9 ARHGEF6 ARIH2 ARL4C ARL6IP4 ASAP2 ASL BAIAP2-DT BAP1 BCKDK BCL3 BCL6 BCL7A C12orf40 C14orf28 C17orf99 C5 CABLES1 CAMKK1 CAPS2 CAV2 CCDC28A CCDC42 CCDC63 CCL1 CDK14 CDO1 CEACAM21 CEACAM7 CENPK CHPF2 CHTF8 CLCN5 COX7A1 CST7 CTSD CXADR CYP27A1 CYP2R1 DALRD3 DDB2 DHPS DHRS9 DHX16 DISP1 DNAJB6 DOCK11 DUSP22 EHBP1 ENC1 EPRS1 EPS8L2 EQTN ERMARD EXOC3 FBN1 FES FEZ1 FHIP1A FKBP9 FMC1 GANAB GINS3 GPX7 HAGH HEXB HLX IDS IFNAR2 IGSF1 IL10RA INPP5A INTS8 IRS2 JAML KDSR KIT KLHL41 KLK14 LAGE3 LIAS LINC00926 LINC01565 LINC02363 LINC02577 LINC02843 LMO2 LRRC20 LRRC56 LRWD1 LTB LY86 MAGED1 MAPK14 MAST3 MBTPS1 MEN1 MICAL2 MICAL3 MIPEP MMP13 MROH7 MRPS6 MS4A14 MYLK NAV2 NAV2-AS5 NCAPD2 NDUFA11 NEK11 NF2 NFATC1 NFATC2 NISCH NKX2-2 NUDT13 NYNRIN OPN5 PDE4A PECAM1 PGBD2 PIH1D1 PLAU PLXNB2 PPP3CA PRKAG2-AS1 PRPF40B PVR PYCARD RAB4B RAB7B RAC2 RAP2A REEP4 RELB REPS2 RIMS3 SAP30L-AS1 SERPINC1 SFRP4 SHB SHOX SIPA1L1 SLC25A25-AS1 SLC39A9 SLCO3A1 SMG9 SMUG1 SMYD4 SNX29 SORL1 SSH1 STARD9 STK11 STX7 SURF1 SYTL1 TCF12-DT THEMIS2 TIFAB TNF TNFRSF10A-DT TP53TG3HP TRAF3IP3 TRAPPC12 TRAPPC6A TRIM39 TRIM45 TSHZ1 UBXN6 UTF1 UTS2B VASP WWC3 XPR1 YPEL5 YWHAEP7 ZBED2 ZBTB14 ZBTB44-DT ZBTB46 ZCRB1 ZDHHC11 ZNF23 ZNF264 ZNF706 ZSWIM7 GSE18281_CORTEX_VS_MEDULLA_THYMUS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18281_CORTEX_VS_MEDULLA_THYMUS_UP ADAM20 AEBP2 ALOX12P2 AMELY AMPH ANKRD27 ANXA2R ARF1 ARL5A ARMCX3 ASF1B B3GNT3 BABAM1 BCAM BMI1 BRD9 C19orf12 CACNB2 CALCR CCL8 CDHR5 CINP CLPTM1L CNIH1 COL4A2 COMMD5 COX10 CRY1 CTSK CUL1 DCAF8 DDX17 DEDD DHX30 DIP2C DNAAF5 DNAJB6 DTX1 DYNLT3 EDEM3 EEF2KMT EFHC1 EHD2 EID3 EML4 ENPP6 ENTR1 ERP29 EWSR1 EXOSC3 EXOSC7 FAM216A FBRSL1 FGF13-AS1 FGF14 FMR1 FOXM1 FXYD3 GCDH GIT2 GNG12 GS1-279B7.1 HGS HLA-C HLA-G HNRNPM HSPA12B HTR1E HYOU1 IFT80 IGSF22 IL15 IL15RA IL6 INSM1 IPO8 IWS1 KLHDC8A KLHL2 KLHL6 KLRD1 KLRG1 KRBA2 KRT35 LARP4B LBR LINC00870 LINC00929 LINC01119 LRRC2-AS1 LYST MAGI2 MAP1LC3A MAP2K1 MAS1 MBD4 MED21 MIB1 MICU2 MSH6 MYBPC2 NEK7 NKX2-8 NMUR2 NUP188 OPALIN OPHN1 OR7C1 P4HA1 PABIR2 PCED1B PCMTD2 PLCB1 PLEKHJ1 PPHLN1 PPP1CC PPP1R14D PPP1R21 PPP2R1B PPP4R3A PRDM15 PRIMPOL PRKCSH PRKX PRR23E PSMA3-AS1 PSMD6 PTDSS1 PTGS2 PTPN1 R3HDM1 RAB40C RABGGTB RANBP3L RARB RB1CC1 RBM26 RCAN3 RPS6KB1 RTL8C SCP2 SDCBP2-AS1 SEC61A1 SERPINB5 SH3RF1 SIK1 SLC12A9 SLC15A4 SLC22A4 SLC38A7 SLC7A2 SP2-AS1 SRD5A1 SRSF4 STAG1 SUCNR1 SUMO4 SYT14 TBC1D4 TBL1Y TEFM TEX43 TFAP2B TFRC TIAM1 TMEM255A TP53BP1 TPRG1L TRA2B TRAF4 TTC29 TUT4 UBL3 UCKL1 UHMK1 USPL1 VN1R4 WASF3 WDFY3-AS2 XYLT2 YTHDC2 ZBED6 ZBTB49 ZFAND5 ZFPL1 ZHX3 ZMYND19 ZNF29P ZNF615 ZNF879 ZSCAN29 ZSWIM3 ZZZ3 GSE18281_CORTICAL_THYMOCYTE_VS_WHOLE_CORTEX_THYMUS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18281_CORTICAL_THYMOCYTE_VS_WHOLE_CORTEX_THYMUS_DN ABAT ABCC5 ACTR10 ACTR6 ACYP2 ADH5 AGGF1 AGTPBP1 AHCTF1 ALG13 ANKRA2 AQR ARFGEF1 ARL3 ARMC1 ASF1A ATP8B4 AZIN1 BAG4 BIN3 C1orf216 C1orf50 C5AR1 CBR3 CCDC170 CD14 CD163 CEP290 CIRBP CITED2 CLDN8 CMKLR1 CNBP COX7A2L CRH CRISP2 CRYZL1 CUL4A DAP3 DCUN1D4 DENND5B DICER1 DMXL2 DSTN DTWD1 DYSF E2F8 ECPAS EDEM3 FAF2 FAM13B FCGR1A FCGR2B FCGR2C FCGR3B FLI1 FUCA1 FYCO1 GAB2 GALC GMPR2 GOLPH3 GPALPP1 GPR137B GTF3C3 H2AJ HMGB2 HOOK1 HRH1 IFT20 IFT74 IL2 IL33 INTS12 IRAG2 IRS1 KAT6B KCTD3 KLHL23 KLHL24 LAMTOR3 LARP4B LIG4 LRIG2 LRP2BP LZTFL1 MAGEA8 MAP3K7 MAP4K5 MARCHF5 MARCHF6 MARK3 MBNL3 MEAK7 MIA2 MKNK1 MOB1A MRPL9 MSRB2 N4BP3 NAXD NBR1 NCF4 NECTIN3 NISCH NME7 OLFM4 OXSR1 P2RY1 P2RY13 P2RY14 PARL PCDH1 PHF20 PHTF1 PIBF1 PIGN PLXNC1 PMF1 POFUT2 PPFIA1 PPM1A PPP2R3C PRG4 PRKAA1 PRUNE2 PTGES3 RACGAP1 RAD51AP1 RAG1 RARRES1 RARS2 RASA1 RASAL1 RCBTB2 RFX7 RPS12 RPS6KB1 RRP8 RTF1 RTL8A SAR1A SELENOP SELP SEPHS2 SHCBP1 SLC25A6 SLC36A1 SNU13 SNX24 SNX5 SOD1 SPART SPTSSA SRP54 SRPK2 SRSF5 SSBP1 SSBP2 STAB1 STAMBPL1 STX12 STX2 STX7 SV2B SYNE1 TACC1 TBC1D15 TMEM160 TMEM35A TPD52L2 TRIM14 TRMT61B TSNAX TSR2 TTC38 TXLNG TXNDC15 U2AF2 UBE2V2 UFSP2 UGT2B15 ULK2 UNC13A USO1 USP39 VPS35L VTI1B WASHC4 WIF1 WNT5B YIPF1 ZNF226 ZNF268 ZNF362 ZNF500 ZNF529 ZNF549 ZNF83 ZNF84 GSE18281_CORTICAL_THYMOCYTE_VS_WHOLE_CORTEX_THYMUS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18281_CORTICAL_THYMOCYTE_VS_WHOLE_CORTEX_THYMUS_UP AATK ABCC6 ACHE ACTG1 ADAM5 ADRA2A AIRE ALDH1L1 AMN ANGPT1 ANGPTL2 ARHGEF10 ARPP21 ART1 ASF1B ASH2L ATP12A ATP2B3 ATRNL1 ATXN7L1 B4GALNT1 BBC3 BICC1 C8B CAMK4 CAP2 CAPN6 CASR CCDC70 CCL1 CDH3 CELA3A CHRM5 CIDEC CLEC1B CLEC5A CNTN1 COBL COL5A1 COX7A1 CRISP1 CSN3 CST8 CYP2F1 DEFA5 DEFA6 DEFB4A DELEC1 DNAAF1 DPP6 ECE2 EGOT EPS8L3 ERBB2 ERICH1 F2RL1 FANCC FBLN1 FEZ1 FGA FGF23 FLRT1 FUT6 FZD4 FZD9 GDF9 GFRA4 GH2 GJC1 GNG4 GP9 GPR37 GPR50 GRP GYG2 HAND1 HAVCR1 HFE HIGD1B HSD17B2 HSPA12A IFNA6 IHH IL12RB1 IL13RA2 IL17RC IL1RAPL2 ITIH4 KCNAB3 KCNJ13 KCNJ3 KCNJ9 KCNQ2 KCNV1 KIF21B KIR2DL5A KLK12 KRT23 KRT5 LDHC LHX6 LIM2 LINC00574 LINC01587 LRRC32 LUC7L MPP2 MYO19 MYO6 MYOC NAB2 NEK11 NEUROD2 NEUROG2 NPFFR1 NRL NRSN2 NUP93 OBSL1 ODF1 OR10H2 PACRG PAMR1 PBOV1 PCBP4 PCDH7 PDE11A PDE12 PDE6C PDHA2 PDLIM4 PEX5L PGR PLG POU5F1P4 PPBP PPBPP2 PPEF1 PPP1R14D PPP2R2B PRAMEF12 PRDM9 PRG3 PRL PTPRT QPCTL RAD54L RAMP3 RASL10A RDH16 RHD RPS6KA4 RS1 RUNX1T1 SALL2 SARM1 SCN10A SCN2A SEMA3F SHOX SLC12A5 SLC26A3 SLC49A3 SLC4A3 SLC5A7 SLC6A13 SLC6A20 SMPX SORBS2 SORCS3 SPIN2A STAB2 STRA6 SYBU SYT12 TAPT1 TCP11 TCP11L1 TEAD4 TFAP2C TGM3 THPO THRB TLE2 TNFRSF4 TNR TRH TRIM2 TRIM29 TSHB UBE2D4 UMOD VSTM4 WNT6 ZDHHC14 ZNF287 GSE18281_CORTICAL_VS_MEDULLARY_THYMOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18281_CORTICAL_VS_MEDULLARY_THYMOCYTE_DN A1CF ACADM ACAT2 ACKR1 ACOT9 ACTL7B ADAM12 ADAMTS6 AEBP1 AK5 AMPD1 ANKRD40 ANKS1B APCS ARNT2 ASH1L ASL ASTN1 ATF1 ATP5PB BIN2 BLK BMP15 BMP5 BMP8A BMP8B C6orf15 CASP10 CCR7 CDK5R2 CDX4 CETN3 CHCHD3 CHMP4A CLDN17 CLUL1 CMAS COLEC10 CRYM CSF2RB CSF3R CTBS CUZD1 CXCR1 CYCS CYP11B1 DDN DDT DEFB4A DIO3 DNAJA4 DOCK2 DPEP3 EML2 EN1 ENTPD1 EPHB1 ERBB4 ERN1 EXOC6B FNDC3B FOLR3 G6PC1 GALR2 GAPDHS GAS8-AS1 GBX1 GCA GDF10 GJA4 GKN1 GNG13 GP9 GPA33 GRIA2 GRIK1 GSTM5 GTPBP10 HAL HAND2-AS1 HAPLN1 HCCS HNF4A HOXA11 HRK IDI2-AS1 IER3IP1 IGLV4-60 IL10 IL36G IMPA1 ISG20 JAK3 KIR3DX1 LHCGR LINC00939 LMX1B MAFF MED4 MFAP5 MIA2 MMP11 MMP17 MRPL33 MRPL41 MSC MTHFD2L MYCNOS MYH7B MYL3 NDUFA6 NDUFAF4 NOMO3 NOS2 NTSR1 OR12D2 OR1E1 PAX5 PCBP3 PCDHB17P PEX6 PHF20 PIGH PIK3R5 PIP PLP1 PNMT POLR1F POM121L2 PRB3 PRDM13 PROM1 PRRG3 PSG4 PSMD10 PSPN PTPRJ PWAR5 PYY2 QPCTL RAB4B RALYL RAMP2 RAMP3 RARS2 RASL12 RBM12B RWDD3 S100G SAA4 SAR1B SAT1 SCTR SDCBP SDHD SEMA6B SERINC2 SERPINI1 SH2D2A SLC11A2 SLC17A2 SLC30A3 SLC34A1 SLC43A1 SLC4A1 SLC66A1 SLC8A2 SNAP25 SPRR2B SPRY4 SPTSSA SSTR1 SVEP1 SYN3 TAC3 TACR3 TARP TCF21 TG TMOD1 TNFAIP6 TNFSF12 TRAT1 TRIM15 TTPA TYRP1 UQCR10 VIP VN1R1 WIPF1 XRCC4 ZBTB32 ZC3H12A ZFYVE16 ZIC3 ZNF287 ZNF770 GSE18281_CORTICAL_VS_MEDULLARY_THYMOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18281_CORTICAL_VS_MEDULLARY_THYMOCYTE_UP ACOD1 ADAR ADRM1 APOBEC1 AQP1 AREG ARG1 ARHGEF3 ATF3 ATF4 AXL B2M BCL3 BTK BUD31 C1R C3 CAPN5 CASP12 CASP4 CCL13 CCL5 CCND2 CCRL2 CD14 CD47 CD74 CDK2AP2 CEACAM21 CEBPD CH25H CHI3L1 CLIC4 CMPK2 CRCT1 CRELD2 CSF1 CTSC CTSS CXCL10 CXCL2 CXCL3 CXCL6 CYBA CYP3A7 DDIT3 DNAAF10 DNAJB11 DNAJC3 DUSP6 EGR1 EIF2AK2 EIF6 EPO ERO1B ERP44 EXT1 F11R FAM20C FAM3D FARSA FGFBP1 FOS G6PD GADD45B GADD45G GATA4 GBP2 GBP4 GCH1 GDPD3 GK GLRX GMPPB GNA13 GPD2 GTF2F1 GTPBP2 HBEGF HLA-B HLA-C HLA-E HLA-G HM13 HSP90B1 ICAM1 IFI35 IFIH1 IFIT1B IFIT2 IFIT3 IFITM3 IFNB1 IL18BP IL1RN IL4I1 IRF1 IRF5 IRF7 IRF9 IRGM ISG15 ISG20 JAK2 JUN KLF6 KLF7 KRAS KRT20 LAMB3 LARP1 LCAT LCN2 LGALS3BP LIN9 LRRC59 LY6E MAL MANF MARCKSL1 MPEG1 MRPL45 MT2A MX1 MX2 MYD88 NECTIN2 NFKBIA NFKBIB NMI NOP58 NPC2 OSMR OSTC PARM1 PDIA3 PDIA6 PELI1 PHLDA1 PIGA PLAT PLAUR PLK2 PLXND1 POLR2G PPA1 PPIB PPP1R15A PSMB10 PSMB8 PSME1 PTGFRN PTGS2 PTPN22 RAB8A RABEPK RASA4 RASD1 RNF19B RPS6KA4 RRP7A RSAD2 S100A10 SAA1 SAC3D1 SAMHD1 SAPCD1 SEC61A1 SEC61G SLFN12 SLFN12L SLIRP SLPI SQSTM1 ST3GAL1 STAT1 TAP1 TAP2 TFF2 TGM2 TMEM40 TNF TNFAIP2 TNFRSF1B TNFSF10 TNK2 TRAFD1 TRIB3 TRIM21 UBA5 UBA7 UMPS USP18 VNN1 VNN2 WARS1 ZFAND2A ZNF274 ZNFX1 GSE18281_MEDULLARY_THYMOCYTE_VS_WHOLE_MEDULLA_THYMUS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18281_MEDULLARY_THYMOCYTE_VS_WHOLE_MEDULLA_THYMUS_DN ABCB7 ACTR1A ADAR ADGRF3 AGPS AHCTF1 APC APOBEC4 ARIH1 ARL4A ARSB ATAD1 BAG1 BCL2L14 BOD1 C10orf95-AS1 C20orf203 CALB1 CALU CARNMT1 CASC22 CAST CCAR1 CCDC71L CCL19 CCNA1 CCR1 CCT4 CD274 CD3E CDK16 CDR2 CEP192P1 CFAP126 CHADL CHMP4A CKAP5 CLEC2D CMC1 CMSS1 CNDP2 CNOT6 COA6 COPS2 CPB1 CPED1 CSRNP2 DAP3 DCLK3 DDIT3 DDX47 DDX60L DENND2C DHX58 DNAAF6 DNAI4 DNAJC21 EHD4 ELF4 ELOVL7 ERLEC1 EXOSC10 FARSB FBXO6 FHIT FMNL2 FRMD3 GAR1 GMFB GPATCH4 GPN3 GRIN3A GRSF1 GTPBP1 HERC6 HSPD1 IFI16 IFITM2 IFNG IMP4 IQSEC2 JMJD1C KCNIP3 LGALS3BP LHX4 LILRB2 LINC00567 LINC00687 LINC01004 LINC02171 LRRC28 LRRC4C LTBP2 MCHR2 METTL8 MOB1B MRPS30 MRPS31 MYOF NADK NDUFA9 NET1 NEURL3 NGDN NKX6-3 NMI NOP56 NOP58 NRBF2 NRSN2 OASL OPCML OR1F1 OR7A5 PARP14 PBDC1 PCDH11Y PCDHGC5 PFDN2 PGAM1 PIK3CG PLGLB2 POP7 POU2AF3 PPA1 PPIH PPP1R8 PPP2R2A PPP2R3C PPP4R3A PRDM10 PRF1 PRR5 PRRC1 PSMA2 PSMD14 PTGDS PTGER1 PTK7 PTRH2 PTTG1 RAD1 RANBP17 RARS1 RBCK1 RBM25 RBM8A RELA RIGI RNF139 ROPN1B RTP4 RUNX2 SARNP SAT1 SC5D SEC31A SF3B3 SIRPB2 SKIC3 SLC18A1 SLC35E3 SLC40A1 SLC4A9 SMAD2 SMARCE1 SNRNP35 SNX6 SPN SREBF2 SRGAP2 SRP72 STAT2 STMN1 STOML1 SUGT1P3 SYCP2 SYNCRIP TAF12 TANK TOR1B TPTE TSPAN13 TSSK1B UBAP2 UBL7-DT USP25 UST-AS1 UTP20 VPS35L ZFAS1 ZNF134 ZNF22 ZNF618 ZNF627 ZNF784 ZNF813 ZNFX1 GSE18281_MEDULLARY_THYMOCYTE_VS_WHOLE_MEDULLA_THYMUS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18281_MEDULLARY_THYMOCYTE_VS_WHOLE_MEDULLA_THYMUS_UP ACP6 ACTMAP AGPAT2 AKAP9 ALOX5AP AP1G1 ARFGAP1 ARHGAP9 ARHGEF6 ARRDC2 ASF1B ASH1L ASL ATP5MC1 AVPR1B BRD9 BSCL2 BTC BTK C14orf28 C17orf99 CCDC28A CCKBR CD79B CEACAM1 CELF3 CENPK CHN2 CHST2 CLCN5 CLN3 CNPY3 CSNK1D CXCL1 CXCL2 CYP2R1 DDB2 DEF6 DENND11 DGUOK DHX30 DNAJB6 DPPA2 DSG3 DUS1L EMB ENG ENHO ENKUR ENTR1 EPRS1 ERCC6L2-AS1 ERMARD ETFB EYA4 FAR2P2 FAU FBH1 FBP1 FBXL7 FBXO25 FBXO42 FEZ1 FKBP1A FXYD2 G0S2 GALR2 GGA1 GNG11 GPX4 H1-3 H2AX HEMK1 HERC2 HGS HISLA HLX IFNAR2 IFT80 IL10RA IL18R1 IL3RA IL5RA INTS8 IRAK2 JADE1 JAML JUNB KIAA1586 KLHDC8A KLHL30-AS1 KRT35 LAGE3 LAIR1 LINC00926 LINC01565 LINC02806 LMO2 LPCAT2 LTB MAGED1 MAMDC2 MAN2B2 MAP2K2 MBP MEN1 MFHAS1 MICAL2 MMP9 MRPL52 MYCBP MYH10 MZT2B NAA10 NCR2 NEFH NFATC1 NMT2 NQO2 NR4A2 NUDT1 OR7C1 PAGR1 PAQR7 PAXIP1 PBXIP1 PDE4A PI15 PIGK PIH1D1 PKD1P1 PLEKHJ1 PLG PLIN5 PLXDC2 POGLUT1 PRC1 PRDX6 PRSS54 PTTG3P PYCARD R3HCC1 RAB3D RAB7B RAPGEF1 RDH8 RELB RHOF RPL15 RPL31 RPS6KA1 RPTOR SCAND2P SCOC-AS1 SDR39U1 SERPINI1 SFXN1 SH3PXD2A-AS1 SKA3 SLC22A25 SLC26A11 SLC35B3 SMG9 SORT1 SPSB2 SSU72 ST3GAL1 ST6GALNAC2 STK11 STX7 SURF1 TAF3 TAOK1 TBCD TEX10 TIAM1 TLN1 TNFRSF1B TRAF3IP3 TRAPPC12 TRPT1 TXN2 UBTD1 UTS2B VWA5A WDR72 WEE1 ZBTB10 ZBTB25 ZNF628 ZNF641 ZNF674-AS1 ZNF768 ZNF862 ZSCAN18 ZYG11A GSE18281_PERIMEDULLARY_CORTICAL_REGION_VS_WHOLE_CORTEX_THYMUS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18281_PERIMEDULLARY_CORTICAL_REGION_VS_WHOLE_CORTEX_THYMUS_DN A1CF ACTL7A ACVR2B ADAP2 ADRA2B ADRA2C AEBP1 AGO2 AIPL1 AK5 ALAS1 APCS AREL1 ASIC2 ASTN1 ATG9A ATP2C1 ATP4B B3GALT2 BCL10 BICDL1 CADPS CALCA CASP10 CD68 CD83 CHAT CHRD CIC CLDND1 CMPK1 COL4A3 COQ6 CRYM CYCS CYP4A11 DCLK2 DDN DDR2 DEFB4A DOP1A DPEP3 DPT EHBP1L1 ERCC6 ERN1 ERO1A EVI2A FAM135A FAM204A FAM224A FCGR3B FFAR3 FLG FNDC3B FOLR2 GALR2 GAPDHS GAS8-AS1 GDF10 GP9 GPR27 GREM1 GRIK1 GRK6 GTPBP1 H2AC18 H6PD HIVEP3 HNF4A HOXA6 HRH2 IDI2-AS1 IFNA6 IGHD IGKV1D-13 IKZF5 IL10 IL17RA IL36G INSR IRGC ITGA8 KCNN2 KCNQ4 KIAA0087 KIR3DX1 KRT19P2 LARGE1 LCP1 LGR5 LHCGR LIPE LRCH1 LRRTM2 LY6G6C MAFF MAP3K3 MAP3K8 MCF2 MEPE MKRN3 MRPL52 MS4A3 MS4A5 MYO1A MYOD1 NAMPT NEUROD4 NPPB NPVF NPY6R NRXN2 OASL OPHN1 PAX4 PCDHA3 PCDHB17P PDE1C PHF20 PIGO PMP2 PPM1B PRDM13 PRF1 PROM1 PSG6 PSMD11 PTPRJ PYY2 RAB40A RAB4B RAB5B RAE1 RAMP3 RARS2 REN RFX4 RNF208 SAMSN1 SAT1 SCMH1 SCN10A SDHD SELL SEMA7A SENP2 SERINC2 SFTPC SH3TC2 SLC17A2 SLC19A1 SLC34A1 SLC43A1 SLC5A1 SLC6A7 SLC7A1 SLC8A2 SMO SNCB SNX19 SPAG9 SPRR2B SPTLC2 SSTR3 SSX1 ST18 STK10 SYCE1L SZT2 TACR3 TAF4B TAT TET3 TEX14 TOM1 TPCN1 TRDN TRIB1 TRMU TSR1 TSSK1B UCP1 VAV2 WDR62 WIPF1 ZC3H12A ZFYVE16 ZFYVE9 ZNF225 ZNF287 ZNF410 ZNF507 ZNF764 ZNF770 GSE18281_PERIMEDULLARY_CORTICAL_REGION_VS_WHOLE_CORTEX_THYMUS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18281_PERIMEDULLARY_CORTICAL_REGION_VS_WHOLE_CORTEX_THYMUS_UP AAR2 ABCF1 ADCY10 ADGRG1 ADH1B ANAPC2 ANPEP APLP2 APOBEC2 ARHGEF28 ARPC4 ARRB2 ASB9 B3GALT5 B3GNT3 BAP1 BCL9 BPTF BTG2 CADM1 CAMK1D CAPN5 CARM1 CBX5 CCDC51 CCNO CDC45 CDKN3 CDO1 CELSR1 CENPE CENPU CEP55 CFP CHD8 CHFR CIAO3 CILP CLCN7 CNKSR1 COCH COG2 COL7A1 CPLANE2 CPSF1 CPT1A CSK CTDSPL CUEDC1 CYTL1 DAPK2 DCTN1 DDX27 DEDD DEPTOR DNMT3B DRG2 DTL E2F2 EHMT2 EPHA4 EPHA7 EPN3 EPS8L2 ERAL1 ERBB2 ERC1 ESPL1 FAM222B FBXO41 FCGR2A FOXN3 FUT6 GABRP GEMIN4 GIMAP4 GLI3 GNA11 GNAT3 GNPDA1 GPR3 GRINA HES1 HLA-C HSPB1 IDUA IFNA10 IL13RA1 IMPDH2 INHBB INTS1 INTS3 IPO5 IRF1 IRF5 IRF9 ITGB4 JUP KDM1A KHDRBS2 KIF22 KLHL21 KLK1 KRT14 KRT19 KRT33A KRT4 LIMK2 LRRC14 LUZP2 LYPLA2P1 MAB21L4 MADCAM1 MCAM MCM2 MED16 MEN1 MEPE MIA3 MRPS27 MYCL MYD88 MYH1 NCOA1 NDC80 NHERF1 NKX2-8 NOTCH1 NSD1 NUSAP1 OIP5 OR11A1 PBK PELP1 PHACTR4 PHLDA3 PIAS3 PIMREG PKN2 PLXDC1 PLXNB2 PML PNKP POGK POLR2A PPP2R2B PRKAB1 PRKCD PRKCZ PSEN1 PTCH2 PTDSS1 PTMA PUM2 R3HCC1L RALGDS RC3H2 RIPK4 RITA1 RUSC1 RXRA SAE1 SECTM1 SLC34A2 SLC35D2 SLCO3A1 SLITRK5 SMYD5 SORBS3 SOX13 SPATS2L SPINK5 SPTBN2 SRSF9 SSBP3 ST6GALNAC2 TAP1 TASOR TBL1XR1 TCF7L1 THY1 TLN1 TMEM109 TP53AIP1 TRMT2A TRPC4AP TSC2 TSPAN14 TYMS UBA1 UBAP2L UPF1 VCL VPS37B VSIG4 ZFHX3 ZNF142 ZNF500 ZNF609 ZYX GSE18281_PERIMEDULLARY_CORTICAL_REGION_VS_WHOLE_MEDULLA_THYMUS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18281_PERIMEDULLARY_CORTICAL_REGION_VS_WHOLE_MEDULLA_THYMUS_DN ABCD1 ADAMTS15 AHSP AMBP ANAPC16 ANKRD1 ANKRD49 ANKRD65 APCS APOC2 AQP6 ATOSB BCDIN3D BCL7A BFAR BHLHE22 BPIFB6 C1QTNF7 CA4 CACNA2D1 CASC11 CASQ1 CAV2 CD276 CDC42EP2 CDX2 CEP70 CFAP410 CFAP46 CHRNB3 CLEC2L CLEC4F CLVS2 COL3A1 CORO6 CRABP2 CREB3L1 CTSE CTTN CXCR5 CYB5A CYP19A1 CYP20A1 CYP2A7P1 CYP4F29P CYP4F3 DDX52 DECR2 DHX16 DMAP1 DZIP1L ECM1 EIF2B5 EMC4 ENSG00000291179 ENTPD1 EPHB3 EPS8L2 EVC FAAP24 FER1L6-AS1 FGF11 FHL2 FNTA FOXN1 FRMD3 FRMPD3 FUT8-AS1 FZD5 GANAB GGACT GJA3 GLRB GP6 GSN GTSE1 H1-6 HHLA1 HIGD1B HINT2 HLCS HNF1A HOXB1 HOXD10 IGHV5-78 IGLV3-19 IRX2 ITGA2B ITGA3 KANSL1L KCNJ5-AS1 KCNK16 KDM2B LAMA4 LCN8 LEO1 LETR1 LGALS8-AS1 LIFR-AS1 LINC00485 LINC01123 LINC01281 LINC01364 LRRK2 LRSAM1 LTC4S LURAP1 MAIP1 MAP2K4 MAPK8 MCM3 MINDY1 MIR34BHG MROH7 MSTO1 MTA3 MYL4 MYLK MYO1A NKAP NOS1 NYNRIN OR1A2 OR1F1 OR2C1 OR2C3 OXSM PDE12 PER3 PFKFB1 PGAM2 PLEKHN1 PLGLB2 POU5F1P3 PPFIA4 PPIH PPP1R14A PVALB QPRT RAMAC RAMP2-AS1 RBM39 RBP7 RECQL5 REX1BD RGPD5 RGS7BP RIT2 RNF2 SALL1 SERPINA5 SFRP2 SHE SLC22A6 SMIM10L2B-AS1 SOCS6 SORBS3 SSTR5 STARD9 STUB1-DT SZT2 TAC3 TACO1 TAF7L TCAP TGM7 TINAGL1 TLCD3B TMC2 TMEM102 TMEM132A TMEM213 TMEM232 TMEM239 TNFRSF10A-DT TOR1AIP2 TPGS1 TULP1 UBE2CP4 UPK2 VWA5B2 WFDC8 WSB1 XYLB ZFHX2 ZNF230 ZNF384 ZNF391 ZNF502 ZNF528 ZNF562 ZNF621 ZNF628 ZNF641 ZNF683 ZNF705G ZNF80 GSE18281_PERIMEDULLARY_CORTICAL_REGION_VS_WHOLE_MEDULLA_THYMUS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18281_PERIMEDULLARY_CORTICAL_REGION_VS_WHOLE_MEDULLA_THYMUS_UP AAK1 AAR2 ABCF1 ADCY10 ADGRE1 ADGRG1 ADH1B ADORA1 AKAP1 AKR1B10 AKR1C1 ALDH3A2 ALDH9A1 ALOX12B ANGPTL3 ANKRD11 ANPEP AP1M2 APBB1 APLP2 ARHGAP28 ARHGAP32 ASIC1 AUTS2 B3GALT5 B3GNT3 BCL9 BICD1 BMP2K BPTF BRD9 BTG2 BZW2 CACNA1D CARM1 CCDC92 CD160 CD52 CDCA4 CEBPA CELSR1 CELSR2 CHD1L CHD8 CILP CLCN7 CLSTN1 CNTNAP2 COL17A1 COL7A1 CSN3 CTBP1 CTSD CYP21A2 CYP2A7 CYP2J2 CYTL1 DAPK2 DCC DCTN1 DDX39B DDX56 DENND1C DLGAP2 DRP2 DSTYK DYNC1I1 EDEM2 ELOCP28 EPHB6 EPHX1 ERAL1 ERBB2 ERC1 ESYT1 ETF1 FAM86B1 FBXW4P1 FCGR2A FHOD1 FOXN3 FSCN1 G6PD GAL GEMIN4 GLI3 GNPDA1 GPD1L GPR20 GSTK1 GTPBP8 HLA-C HOMER2 IDUA IGKC IL2 IMPDH2 INF2 INHBB INS INTS1 IPO5 IRF5 ITGA2 ITGA3 JAG2 KLK6 KPNA6 KRT14 KRT5 LEPROT LHX6 LIMK2 LRRC14 MAB21L4 MAPKAPK3 MCM6 MEN1 MICALL2 MRPS27 MTPAP MYD88 NAT10 NEIL3 NEUROD6 NFATC3 NOTCH1 NSD1 NSG2 OGN OR1A2 P2RY1 PAPSS1 PCF11 PHACTR4 PHLDA3 PIAS3 PKD2L2 PLEKHA1 PODXL POGK POU5F1B PPM1G PPP2R2B PSEN1 PTPRO PUM2 RAMP3 RCL1 RGS4 RIN1 RPLP1 RRAGA RSAD2 RTN1 RUSC1 RXRA SAE1 SCARA3 SDC2 SEC14L1P1 SERPING1 SF3A3 SFTPB SI SLC41A3 SLC6A15 SOBP SP3P SPG7 SPON2 SRSF9 SSPN STARD5 STEAP3 SUPT16H TBCB TBL1XR1 TCF20 TCF7L1 TMEM109 TNFRSF11B TSC2 TSPAN14 TTC23 TUBB UBTF VCL VPS16 VPS28 VPS37A WSCD1 ZFHX3 ZIC4 ZNF318 ZNF500 ZNF589 ZNF609 ZYX GSE18281_SUBCAPSULAR_CORTICAL_REGION_VS_WHOLE_CORTEX_THYMUS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18281_SUBCAPSULAR_CORTICAL_REGION_VS_WHOLE_CORTEX_THYMUS_DN ABCD3 ACADL ACOXL ADD3 AFP AGGF1 AIDA ALCAM ALG6 ANXA6 APOBEC2 ARHGEF38 ASB9 ASF1A ASIC4 BBOX1 BCL2L10 BPY2 BRCC3 BRS3 BTC BTG2 C17orf80 C1QBP C22orf31 CADM1 CALCR CAMK1D CARF CBARP CCDC51 CCDC85B CD28 CEBPZ CHRNA9 CLEC5A COQ8B CSF2 CTSF CUEDC1 CYP39A1 DAPK2 DCAF4 DCX DDO DEPTOR DERA DHX35 DHX58 DKK2 DPYD DSC1 E2F2 EDIL3 ELOA2 EPHA7 EPN3 FAM3C FBL FBN1 FBP2 FBXO21 FBXO3 FGF13 FGF9 FGL2 FLRT3 GABBR2 GBAP1 GDF2 GDI2 GJA4 GJC1 GMPR2 GNAT2 GPM6B GPR45 GSDMB GTF3C2 HCN4 HLA-K HNRNPK HRC IFIH1 IFNA10 IL11 IL12B IL13RA1 IMP4 INHBB IPO7 IQSEC2 ITGA10 KCTD15 KHDRBS2 KIAA0586 KIF22 KLHL21 KLK15 KRT19 KRTAP1-3 LHX6 LIMK2 LIPC MAB21L4 MADCAM1 MAGEA10 MAGEC2 MAGEC3 MCM2 MRC1 MRM1 MSX2 MYBL1 MYH1 NOS3 NR0B2 NUDT13 NUFIP1 NUTF2 OCM2 OR7E24 OSBPL7 OXCT2 PCDHA10 PDE1A PDLIM2 PGAM2 PGRMC1 PHLDA3 PLXDC1 POU4F3 PPP2R3A PRKCZ PTMA PUS3 RAB33A RAP1GDS1 RASSF8 RDX RFPL3 RNASEH2A RNF115 RNF144A RPLP2 RRAGA RXYLT1 S1PR5 SCAF11 SCGN SCUBE3 SEMA3E SEMG2 SERPINB10 SET SH3BGR SHC3 SHMT1 SIX1 SLC10A2 SLC1A6 SLC25A22 SLC25A24 SLC35D2 SLCO3A1 SMARCAL1 SNHG20 SNX7 SOBP SP3 SPRING1 SPRYD7 SPTBN5 SRD5A1 SSBP3 SSX2IP SSX5 STAG1 STXBP5L TAP1 TBC1D1 TBL1XR1 TBXA2R TKTL1 TM4SF1 TNFRSF9 TNFSF18 TRIM32 TUBB7P UBTF UNC93B1 USP39 VTCN1 XRCC5 ZNF271P ZNF33B ZNF532 ZNF682 GSE18281_SUBCAPSULAR_CORTICAL_REGION_VS_WHOLE_CORTEX_THYMUS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18281_SUBCAPSULAR_CORTICAL_REGION_VS_WHOLE_CORTEX_THYMUS_UP AARD AASS ABL1 ACAA2 ACSL1 ACTA1 ACTL6A ACYP1 ADI1 AGRP AK1 AKAP7 ALDH2 AMPD3 ANK3 ANKH ANLN ANTXR2 AOX1 APBB2 ARRB1 ATP1A1 B3GALT2 BATF3 BEX4 BMP1 BPHL BRIX1 C11orf16 C12orf43 C6orf136 CADM1 CALML4 CAPRIN2 CASP6 CBR1 CBR3 CCDC96 CCR4 CDIP1 CDK4 CERK CES3 CHPT1 CIPC CPT1A CREG1 CRIP2 CSAD CTR9 CYB5R3 CYFIP2 CYP2B6 CYP2S1 DAPK2 DECR1 DHRS3 DNAJB13 DNM1 ECHS1 ECT2 EEF1A2 EIF2AK4 ELF5 EPHB3 ESYT3 EXT2 F5 FANCG FBLN2 FCGRT FHIT FHL1 FKBP10 FMO3 FN1 FOXA2 GCAT GNA14 GNAI1 GNE GP1BB GPAM GSTM5 HACD3 HCFC1 HES6 HSD17B10 HSD17B4 IDH2 IFT88 IGF1R IL15RA IL1R1 ITGB5 ITPR1 KDELR1 KITLG KLC4 LACTB2 LGALS4 LOX LPIN1 LPP LRRC23 LTBP4 MAP1LC3B METTL8 MIA MICOS13 MIF4GD MME MOK MRPS26 MXD4 MYORG NACC2 NBL1 NEDD4L NEK2 NFE2L3 NLN NPNT NQO1 NT5DC3 NUDT1 PAPSS2 PCCB PDCD4 PDE7A PITPNC1 POR PPDPF PPOX PRDM5 PRKDC PRPSAP1 PSMG1 PTPRS RAB34 RASA3 RETSAT RFC4 RGL1 RGS11 RGS19 RNASE4 RPL31 RPL37A RPS6KA2 RPS6KC1 RSU1 S100G SCD SCG5 SEPTIN10 SESN1 SFTPC SIM1 SLC11A2 SLC12A7 SLC15A2 SLC16A7 SLC27A2 SLC2A2 SLC46A1 SLC48A1 SLC4A5 SLC7A7 SMPD2 SNAPIN SORL1 SPA17 SPEF1 SPICE1 SPNS1 SPSB1 SRI ST3GAL6 STRADA SYNCRIP SYNRG TAGLN TEKT1 TPK1 TRAPPC1 TRAPPC2L TSPAN9 TSPYL4 TUBA4A TXNDC16 TXNIP VAPB VEGFB VPS16 YJU2 YPEL3 ZHX1 ZNF362 ZNF394 GSE18281_SUBCAPSULAR_CORTICAL_REGION_VS_WHOLE_MEDULLA_THYMUS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18281_SUBCAPSULAR_CORTICAL_REGION_VS_WHOLE_MEDULLA_THYMUS_DN ABCA4 ABCD3 ABHD5 ACADL ACTL7B ACTR3B ADGRG3 ADRB3 AFM AMPD1 ANKRD40 APLNR ARHGEF38 ARL4A ASCL1 ATP5IF1 BCS1L BEX1 BMP15 C17orf80 CACNA1S CATSPERG CCDC102B CCL11 CCL18 CD27 CD80 CDH18 CDK5R2 CDON CELA3A CETN3 CFHR5 CHMP4A CHN2 CHORDC1 CLSTN2 CMAS CNR1 COL5A3 COL6A2 COX11 CRYZL1 CSE1L CTBS CTSF CTSL CUZD1 CYP11B1 DDT DERA DHFRP3 DIPK2B DKK2 DKK4 DNAJA4 EBAG9 ENOPH1 EPHB1 EPYC EXOC6B FAM90A1 FBP2 FBXO4 FCN2 FLRT3 FOLR3 G6PC1 GBX1 GCA GH1 GJA4 GNG13 GNL1 GPN3 GPR4 GRIA2 GSG1 GSTM5 GTF3A H3C7 HAND2-AS1 HAPLN1 HMGCS2 HOXA11 HPRT1 HSD17B8 HSD3B2 HTR4 IL17A IMPA1 IQGAP2 ISOC1 KALRN KANSL3 KCNE1 KCNJ8 KIN KLF3-AS1 KLK15 LINC00574 LIPC LMAN1 LYRM1 MAGEA3 MATN3 MATN4 MCF2L-AS1 METTL4 MIA2 MOSPD1 MOXD1 MYCNOS MYH7 NCF1C NDUFB3 NFKBIB NLGN1 NOS2 NPHS2 NSUN3 OCM2 OLFML2B OR12D2 P2RX5 P2RY14 PAX5 PCOLCE2 PDCD10 PEX2 PGAM2 PGGT1B PIGH PIP PLAC1 PLVAP PMAIP1 PNP POLR1F PPP2R3C PROM1 PRR34 PRRG3 PSG1 PSMD10 PYGO1 QPCTL RAB4A RAMP2 RARB RASSF8 RFPL3 RLBP1 RNF17 RPA4 RPH3A RUNX2 S100G SCUBE3 SDCBP SDHD SEMG2 SERPINI1 SLC25A24 SLC26A3 SLC2A5 SLC4A1 SLCO1A2 SLCO1C1 SNRNP27 SORCS3 SPRY4 SPRYD7 SPTB STARD8 TAL1 TARP TAS2R1 TBX2 TCEAL2 TFR2 THPO TMEM243 TMEM262 TMOD1 TMOD3 TMPRSS6 TNFAIP8 TREML2 TRIM15 UTP18 VTN WRNIP1 ZBTB32 ZFYVE16 ZNF267 ZNF287 GSE18281_SUBCAPSULAR_CORTICAL_REGION_VS_WHOLE_MEDULLA_THYMUS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18281_SUBCAPSULAR_CORTICAL_REGION_VS_WHOLE_MEDULLA_THYMUS_UP AAK1 ABCB1 ABCF3 ACD ACIN1 ADD1 ADGRG1 ADH1B ADRA2B AFF4 AGPAT1 ALG9 AMBRA1 ANAPC2 ANGPTL3 APLP2 AREL1 ARHGAP28 ARHGAP32 ARPC4 ATG13 ATP13A2 ATP6V0C BCAM BCL9 BMERB1 BPI BRD4 BRD9 BRF1 C11orf24 C6orf62 CA12 CAMK1D CBX2 CCDC51 CDC25B CDKN3 CELSR1 CENPE CEP55 CHD8 CHEK1 CLCN7 CNKSR1 COG2 COL7A1 CPSF1 CTDSPL DAZAP1 DCTN1 DDX27 DESI1 DKKL1 DSN1 EDEM2 EHBP1L1 EHMT2 EIF3B ELK1 EP300 EPS8L2 ERAL1 ERBB2 ERC1 ERCC3 ERG ESYT1 FAM222B FAM224A FANCI FHIP2B GATA1 GEMIN4 GJB5 GM2A GOSR2 GRIP2 GUCA1B HDAC7 HDGF HSPG2 HTN1 IDUA INHBE INSR INTS3 ITGB4 JUP KCNH1 KDM1A KIAA0087 KLK10 KPNA6 KRT12 KRT20 KRT5 LHPP LIMK2 LIPE LUC7L LY6G6C MADD MAP3K3 MED12 MEN1 MEPE MGAT1 MIA3 MINK1 MMP16 MOGS MS4A3 MYD88 NAT10 NCAPG2 NCOA1 NEIL3 NEUROD6 NFIC NISCH NLRP1 NOTCH1 NSD1 OR1A2 OR1D2 OR2H2 PBK PIAS1 PIAS3 PIMREG PKN2 PLOD1 PLXNB2 PMP2 PNKP PNLIP POGK POLA2 POLR2A POLR2E POLR3E POMT1 PPP2R5B PRKAB1 PRRC2A PSEN1 RFX4 RNF216 RNF39 RPS6KB1 RRAGA RUSC1 SCMH1 SDC2 SERPINA2 SHANK1 SIM2 SIN3B SLC2A9 SORBS3 SPG7 SRRM2 SRSF9 SSBP3 STIMATE STMN2 STX5 SUPT6H SZT2 TADA3 TCF20 TCF7L1 TCOF1 TEAD3 TESK1 TFIP11 TLN1 TMEM132A TPCN1 TRIL TRPC4AP TRRAP TSC2 TSHB TTK TYMS UCP1 WIPF2 ZC3H4 ZG16 ZNF177 ZNF225 ZNF266 ZNF318 ZNF500 ZNF79 ZNF8 ZYX GSE18281_SUBCAPSULAR_VS_CENTRAL_CORTICAL_REGION_OF_THYMUS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18281_SUBCAPSULAR_VS_CENTRAL_CORTICAL_REGION_OF_THYMUS_DN AIDA AKT3 ALAS1 ANXA7 AOAH APOD ASPRV1 ASS1 BATF BST1 BYSL C19orf12 CACNB3 CARS1 CASP4 CCL5 CCR7 CCRL2 CCT6A CD274 CD40 CD86 CDKN1A CFLAR CHI3L1 CLEC4D CLEC6A CLIC4 CLUH CMPK2 CNBD2 CSTB CTSC CTTNBP2NL CXCL16 CXCL6 CXCL9 CYBB DDHD1 DDX24 DDX60 DHX58 DRAM1 EEF1E1 EIF2S1 EIF2S2 F11R FBXO6 FCER1G FGR FLNB FOS FPR1 FPR2 FTH1 GBP7 GK GNB4 GNG12 HAT1 HCAR2 HCK HDC HK1 HP IFI35 IFI44 IFIT1B IFIT2 IFIT3 IFRD2 IL15 IRF7 IRGM ITGA5 JAK3 KCNE4 KLF6 KLRK1 KPNA3 LAMP2 LAPTM4B LCN2 LGALS3BP LGALS9B LIMA1 LIPG LRG1 LTB4R LYAR MAN2A1 MAPK6 MARCHF5 MARCKSL1 MEFV MIF MITD1 MMP8 MOV10 MRPL17 MVP MYC NAA20 NFKBIE NFKBIZ NMI NOC4L NR1H3 NT5C3A NTS OAS1 OAS2 OASL OGFR PARP14 PHB1 PLXNA2 PNP PNPT1 PRKCD PROCR PSMB10 PSMB8 PSMB9 PTPN12 PUS7 RAB20 RABGGTB RCL1 RELB RGS1 RNF114 RRP12 RRS1 RSAD2 S100A8 S100A9 SAMSN1 SAP30 SCT SDCBP2 SELL SLAMF8 SLFN12L SNX10 SOCS1 SOCS3 SOS1 SOWAHC SPIC SPRED1 SRM SSU72 ST13 ST6GALNAC4 STAT1 STAT2 STIP1 SUSD6 TAP1 TAP2 TAPBP TAPBPL TBRG1 THEMIS2 TIFA TIMM10 TIMP1 TINAGL1 TMEM106A TMEM11 TMEM140 TMEM183A TMEM39A TNF TNFAIP3 TNFRSF21 TOMM70 TOR1AIP2 TOR3A TRAFD1 TRDMT1 TREM1 TRIOBP TSPAN3 TUBB6 UBA7 UBAP2L UBE2D3 UBE2F UBE2L6 UPP1 USB1 USP18 VMP1 WARS1 ZBP1 ZBTB25 ZNF397 ZNFX1 GSE18281_SUBCAPSULAR_VS_CENTRAL_CORTICAL_REGION_OF_THYMUS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18281_SUBCAPSULAR_VS_CENTRAL_CORTICAL_REGION_OF_THYMUS_UP ABL1 ACTR3C ADSL AFAP1-AS1 AGPS AK2 ANKRD1 ANKRD36C APOL6 ARIH1 ATP13A1 BAG1 BCL2L14 BRSK2 BTG3 C21orf91 C2orf49 CAMK2N1 CAPN2 CBX1 CCDC50 CCT4 CCT7 CD38 CDR2 CENPJ CETN2 CKAP4 CLUHP3 COA6 COL8A1 COPB2 CSRNP2 CYB5R4 CYP51A1 DBN1 DCAF1 DCAF13 DDX60L DERL2 DHX37 DIS3L2 DLK2 DNAJA1 DNPEP DTX3L DTX4 EAF2 EBNA1BP2 EHD4 ENSG00000289161 ESCO1 EXOSC9 EXTL2 FAM170B FGD2 FGL2 FMNL2 FNDC10 FPR3 FSCN1 GABPB1 GNB2 GPCPD1 GPR160 GRSF1 GUSBP2 H1-5 H3C12 HEATR1 HELZ2 HGS HSPA1A IFIT1 IFITM2 IFNLR1 IMP4 ITGA7 ITGB8 IWS1 KCTD19 KIF2A KLHL9 KRT12 LBHD1 LCORL LEO1 LGALS3BP LHFPL3 LILRB2 LINC00460 LINC00592 LINS1 MCU MED21 MED25 METTL21A MIR21 MMAB MMP16 MMRN1 MNT MOB1B MRPL15 MRPS14 MRPS30 MRPS31 MT2A MTMR7 MYBPC2 NCEH1 NDUFA9 NEURL3 NHEJ1 NMNAT1 NOC4L NOL11 NSUN3 NSUN7 NUP62 OAS1 OASL PITPNB PML PNRC2 POLR3E PPA1 PPP2R3C PRRC1 PSMA2 PTTG1 PUM1 PWAR5 QSER1 RASGRF1 RBCK1 RGL1 RIF1 RIN2 RNASEH1-DT RNF31 RPS6KA6 RRAGA RRAGD RTCB RTRAF SAMD10 SAT1 SC5D SERPINB5 SIGLEC6 SIRPB2 SIX1 SLC31A2 SLC38A7 SMOC1 SNX6 SOX4 SP110 SP140L SPPL2A SRGAP2 SRGAP2C SSR1 SSTR2 STKLD1 STMN1 SUGP2 SULT2B1 TBC1D23 THOC2 TIMM8A TIPIN TLK2 TMEM268 TOR1B TPH1 TRIM26 TROAP UBAP2 USP25 USP36 UTP20 WDR12 ZBTB9 ZC3H10 ZMYM2 ZNF273 ZNF321P ZNF451 ZNF618 ZNFX1 ZZZ3 GSE18281_SUBCAPSULAR_VS_PERIMEDULLARY_CORTICAL_REGION_OF_THYMUS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18281_SUBCAPSULAR_VS_PERIMEDULLARY_CORTICAL_REGION_OF_THYMUS_DN ABHD5 ACTL7B ADAP2 ADRA1D AFM AHCYL2 ALPK3 ANAPC10 ANKRD40 ANO2 ANO3 ARL1 ARNT2 ATF1 ATF2 BIK BLZF1 BZW1 C12orf29 C12orf4 C1orf35 C21orf91 CAPZA2 CARTPT CAV3 CCN3 CCN6 CCNC CCNH CEACAM7 CENPQ CEP76 CES3 CETN3 CHEK2 CHMP4A CKLF CMAS CNIH1 CNIH4 COL9A2 COX17 CRTAM CRYM CSGALNACT1 CTBS CYP3A43 CYRIB DACH1 DCTN6 DDN DEFB4A DHFRP3 DLGAP1 DPM1 DUOX2 ELAVL2 EN2 ENOPH1 EPYC ERBB4 ESM1 EXOSC8 FNDC3B FRK GGPS1 GK GNG13 GOLT1B GPR25 HCCS HS3ST1 HS3ST3B1 HSPA13 IL17A IL1B IL36G IL4 ITGAX KALRN KCNS3 KCNV1 KIN KRT86 LAMTOR3 LBX1 LINC00588 LINC01587 LMAN1 LMX1B LRRC75B LTN1 LYRM1 MAFF MAP7 MED24 MOB4 MON1B MOSPD1 MREG MRPL33 MYH7B MYL12A N4BP1 NAMPT NCK1 NDNF NKX2-2 NLGN1 NR4A2 NSUN3 OCM2 OLFML2B PARM1 PCID2 PDCD10 PDE8A PDZD7 PEA15 PEAK1 PEX2 PEX6 PHF10 PHF20 PI15 PIGH PLOD2 PLS1 PMAIP1 PPM1B PPP2R3C PRDM9 PROM1 PSMD10 PTGIS PTGS2 PYGO1 QPCT RAB40C RAB8B RAPGEF5 RHCG RIT1 RPAP3 RPP30 RPRD1A RWDD3 S100A7 SAA4 SAR1B SAT1 SDCBP SEMA3B SEPTIN7 SERPINB4 SFRP4 SLC11A2 SLC16A3 SLC17A2 SLC17A5 SLC30A6 SLC30A9 SNRNP27 SNRPB2 SNX16 SOX15 SPAG4 SPRR2B SPRY4 SPTLC2 STX7 STYK1 SUV39H2 TEX30 TMED7 TMEM51 TMOD3 TMPRSS11D TNFAIP6 TNFAIP8 TRAV12-2 TREM1 TRHR TTC33 TUBD1 TULP2 UBE2E1 UBE2V2 UGP2 VHL WFDC8 XRCC4 ZBTB32 ZC3H12A ZFAND6 ZFYVE16 ZNF184 ZNF212 ZPBP GSE18281_SUBCAPSULAR_VS_PERIMEDULLARY_CORTICAL_REGION_OF_THYMUS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18281_SUBCAPSULAR_VS_PERIMEDULLARY_CORTICAL_REGION_OF_THYMUS_UP ABHD12 ABHD14B ABHD8 ABI3BP ABL1 ADCY7 ADD1 AKAP8L ALDH2 AMACR ANKMY2 AP1B1 AP1G2 ARHGAP21 ARL2BP AS3MT ATP1B1 ATRAID BHLHE40 BTBD1 C16orf89 C5orf34 CALCRL CASC3 CBFA2T3 CCDC186 CCR6 CCR9 CHMP3 CIAO3 CIB1 CLEC14A CLU COLGALT1 CRIP2 CROT CRYBG3 CST3 CTNND2 CXXC5 DAGLB DAP DMPK DNASE1L1 DYM EIF3F EML3 EMP3 ETFBKMT ETV1 FAM193B FAM43A FAM89B FAM8A1 FBLN5 FBXL8 FGFR1 FHL1 GALNT1 GBA2 GDI2 GINM1 GLG1 GM2A GPI GSTK1 GSTM5 H1-0 HABP4 HADH HELZ HEXIM1 HIGD2A HIPK1 HLA-DRB1 HSD17B11 IDH1 IL11RA IMP3 ING1 ITGAE ITGAX ITPR3 KCTD12 KIF1C KLHL9 KLRD1 LANCL1 LCLAT1 LDLRAP1 LIPC LZTR1 MAGEE1 MAPK11 MAPK3 MAST3 MCOLN1 MDP1 MED7 MEF2D MERTK MGLL MIB2 MMP12 MMS19 MSH2 MTSS1 MXD4 MYO7A MYO9A NDRG2 NFATC3 NFYC NLK NPRL2 NRF1 OLFM1 OTULINL P2RY6 PAK1 PALD1 PANK1 PAPSS1 PBX3 PCOLCE PDE2A PEA15 PFKM PIH1D1 PIP4K2A PISD PLD1 PLEKHG2 PLP2 PLPP1 PPM1B PPT1 PRELP PRKAG2 PRKCI PTPRS RAB3IL1 RAB6B RALBP1 RAMP1 RCAN1 RCN3 RECK RIPOR1 RPS6KA1 RSPH3 S1PR4 SASH1 SCAMP1 SCARB2 SCP2 SELENBP1 SELENOP SEPTIN4 SERAC1 SERPINA1 SERPINB6 SH3BGRL3 SIDT2 SLC12A2 SOX17 SPSB3 STAB2 STAMBPL1 STARD4 SUOX SYNE1 TCF3 TECPR1 THAP11 TIE1 TLE5 TMEM109 TMEM37 TNFRSF13C TNS2 TOP2B TPCN1 TPRG1L TRIO TSC22D4 TSPAN9 TTC3 TUSC3 UGGT1 UNC119 VCAM1 VKORC1 VPS41 WAS WDR45 WNT7A YWHAB ZNF703 ZSCAN26 GSE18791_CTRL_VS_NEWCASTLE_VIRUS_DC_10H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18791_CTRL_VS_NEWCASTLE_VIRUS_DC_10H_DN ABTB2 ACOT9 ACTR10 ADAMTSL5 ADAR ADPRM AGAP2 AIM2 ANXA2R-AS1 APOBEC3G APOL1 APOL6 ARAP2 ARHGAP27 ARHGEF11 ARID5A ARL5B ATP10A BATF2 BCL2 BCL2L14 BET1 BRIP1 C1GALT1 C21orf91 CD274 CD80 CDC42EP3 CDX2 CLK1 CMPK2 CMTR1 CNP CREM CSRNP1 CSRP2 CXCL9 CYLD DCP1A DDX60 DENND5A DERL1 DHX58 DMXL1 DNAI1 DRC3 DTX3L DUSP5 DYNLT1 ENTHD1 EPSTI1 ERO1A ETV7 FAM107B FAM135A FAS FBXO34 FEM1C FUT4 GBP4 GBP5 GCH1 GNA13 GPBP1 GPR180 GTF2B HERC5 HERC6 HMGN2P46 IDO1 IFI44 IFIH1 IFIT1 IFIT2 IFIT3 IFIT5 IFNA10 IFNA14 IFNA16 IFNA8 IFNL1 IFNL2 IFNW1 IL15RA IL6 INTS12 IRF1 IRF1-AS1 IRF2 IRF8 ISCA1 ISG15 ITIH4 LINC00658 LINC01138 LYN MAML2 MAP3K8 MASTL MCUB MIR155HG MKLN1 MX2 MXD1 NAMPT NCOA7 NEMP1 NEXN NIPAL4 NLRC5 NPY4R NSUN3 NUDT17 OAS2 OAS3 OASL OTUD1 PABIR3 PAG1 PAPOLG PARP14 PCGF5 PDE4B PDGFRL PHACTR4 PHF11 PI4K2B PLEKHA4 PLSCR1 PMAIP1 PML PNPT1 POM121L9P PPP3CC PPP4R1L PTGS2 RAB9A RIGI RIPK2 RIPOR2 RNF138 RNF144B RNF213 RTCB RTP4 SAMD9 SAMD9L SBK1 SCNN1G SECTM1 SELENOI SERPING1 SESN2 SEZ6L2 SFT2D2 SHFL SLC1A6 SLC31A2 SLC9A3 SLFN13 SMCHD1 SNAPC1 SP140 SP140L SPG11 SQOR STARD5 STAT2 STAT3 STX11 STX17 TAP1 TENT4A TENT5A TGM1 TINAGL1 TLK2 TLR2 TMCC3 TMEM140 TMEM268 TNF TNFAIP3 TNFSF10 TNFSF15 TRAF1 TRIM22 TRIM26 TRIM5 UBE2Z USP18 USP42 WARS1 XAF1 ZBED1 ZBP1 ZC3H12C ZNF267 ZNF579 ZNFX1 GSE18791_CTRL_VS_NEWCASTLE_VIRUS_DC_10H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18791_CTRL_VS_NEWCASTLE_VIRUS_DC_10H_UP ADORA2B AKTIP AP3M1 ARHGAP12 ARL3 ASB6 ASL ASTE1 ATP2A3 ATPAF2 BAHD1 BLMH BRIX1 C12orf29 C1orf131 CAMKK1 CCDC12 CDC23 CDC40 CEP97 CERK CIAO3 CLP1 CLPP COPS6 COQ9 DAAM1 DCAF13 DCAF4 DDIAS DDX28 DHRS4-AS1 DIS3L DNAAF2 DNAJC11 DNAJC28 DNAL1 DOK2 DSTYK DUSP7 EDC3 EIPR1 ELP1 ELP6 ENDOG EXO5 EXOSC5 EXOSC7 FAM168B FAM78A FAM98A FAM98B FASTKD5 FBXO21 FBXO33 FKBP14 FLAD1 FLVCR1-DT FLVCR2 FOS FRAT2 G2E3 GABPA GATC GBA2 GEMIN6 GMCL1 GPATCH1 GSPT2 GTF3C4 GTF3C5 GXYLT1 HENMT1 HRAS HRH1 HS3ST1 HSD17B10 IFNGR1 IMP4 INIP IRAG2 IRF3 IRF5 KAT14 KBTBD7 KLHL42 LRR1 MAGOH-DT MAP7 MCEE MED11 MED29 MED31 MRM2 MRPL12 MRPL4 MRPS11 MRPS2 MRPS33 MRTFA MSH2 MTFMT MTFR2 MTMR12 NAIF1 NAP1L5 NAPEPLD NAT9 NAXD NCBP2AS2 NDUFA5 NFATC3 NFIA NLRP2 NME6 NOL11 NUDT4 NUDT6 NUP37 OIP5-AS1 OSGEPL1 PABPN1 PDE6D PDIK1L PEX1 PIK3R1 PIK3R4 PIP4K2B PLEKHJ1 PLXNA1 PNP PNPLA6 POLE3 POLR2D POLR3B POLR3H POP1 POP5 PPP1R14B PRADC1 PRMT7 RANGRF RIOX1 RIPOR1 RNF166 RNF7 RPAP2 RPP40 RUNX1 SEC22C SETD6 SGK1 SLC19A2 SLC2A9 SPDL1 SUV39H2 TARBP2 TATDN2 TEX264 THAP11 THNSL1 THYN1 TIMM21 TMTC4 TNFAIP8L2 TNRC18 TOMM40L TP53RK TRAPPC12 TRMT1 TRMT10C TRMT13 TSPYL5 TTLL1 TUBB6 UBAC1 UMPS UNG URB2 USP38 USP46 UTP11 UTP25 VASH1 WDR53 WNT5B YLPM1 ZCCHC17 ZCCHC24 ZFP69 ZNF180 ZNF227 ZNF30 ZNF319 ZNF35 ZNF559 ZNF641 ZNF789 ZNF813 GSE18791_CTRL_VS_NEWCASTLE_VIRUS_DC_12H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18791_CTRL_VS_NEWCASTLE_VIRUS_DC_12H_DN ABTB2 ACOT9 ACTR10 AIM2 AMOTL2 ANXA2R APOBEC3G APOL6 ARAP2 ARL5B ARMCX1 ASAH2B ATP2B3 BRIP1 C1GALT1 C1QL1 C1orf210 C21orf91 C3orf38 CCDC117 CCL20 CCP110 CD274 CD38 CD80 CDC42EP3 CDRT15 CFAP73 CLDN5 CMPK2 CMTR1 COL27A1 CREB5 CREM CSRNP1 CSRP2 CXCL1 CXCL9 DCP1A DDX60 DENND5A DHX58 DMXL1 DNAJB4 DTX3L DUSP16 DUSP5 DUX4L8 DYNLT1 DYRK3 EPSTI1 ETV7 EVPLL EXT1 FAM135A FAM43A FAS FBXO34 FEM1C FLJ20021 FUT4 FUZ GAL3ST2 GALNT3 GBP4 GBP5 GDF2 GIMAP2 GPBP1 GPR180 GTPBP2 H4C6 HBP1 HELB HERC5 HERC6 HOMER1 IDO1 IFI44 IFIH1 IFIT2 IFIT3 IFIT5 IFNA16 IFNA2 IFNL2 IFNW1 IL15 IL18RAP IL1A IL6 IRF1 IRF1-AS1 IRF7 ISCA1 ISG15 KCNJ2 LAD1 LAMP3 LYN MAK MAML2 MAP3K8 MASTL MCUB MIR155HG MISP MKLN1 MORN1 MX2 NAMPT NCOA7 NEDD9 NEMP1 NEXN NKAPL NLRC5 NMRAL2P OAS3 OSR2 OTUD1 PAG1 PARP14 PAX5 PCGF5 PDE4B PDZD7 PELI1 PHGR1 PI4K2B PLEKHG5 PLSCR1 PMAIP1 PNPT1 PPP4R1L PRRG4 PRX RARG RIGI RIPOR2 RNF144B RNF213 RPS6KA5 RTCB RTP4 SAMD9 SAMD9L SBK1 SECTM1 SELENOI SEMA6A SEMA6B SEZ6 SHFL SIGLEC1 SLC25A28 SLC31A2 SLC9A3 SLFN5 SP140 SP140L SQOR ST7-AS1 STAT2 STAT3 STK19 STOM STX17 TAP1 TCERG1L TENT4A TENT5A TLK2 TMCC3 TMEM140 TMEM217 TMEM268 TNF TNFSF15 TOR1B TP53BP2 TPT1-AS1 TRAF2 TRIM25 TRIM26 TRIM5 UBE2Z UNC13A WARS1 XAF1 ZBED1 ZBP1 ZC3H12C ZNF267 ZNF687 ZNF775 ZNFX1 ZNRF2 GSE18791_CTRL_VS_NEWCASTLE_VIRUS_DC_12H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18791_CTRL_VS_NEWCASTLE_VIRUS_DC_12H_UP AKR1A1 AKTIP ANAPC15 AP2A2 ASL ASTE1 ATPSCKMT B3GALNT1 BCS1L BRAT1 BRMS1L BYSL C12orf29 C9orf40 CAD CCT6A CDC123 CDK4 CEP164 CFAP20 CFAP251 CIAPIN1 COG2 COQ9 CRNKL1 CTR9 DCAF13 DCAF4 DDIAS DDX28 DENND10 DHX30 DNAJC11 EEF1AKMT2 EIPR1 ELP6 ENDOG ERP27 ETV5 EXO5 FAM172A FAM204A FAM78A FAM98A FIGNL1 FKBP14 FLVCR1 FLVCR1-DT FLVCR2 GATC GEMIN6 GNPDA2 GPATCH1 GSPT2 GTF3C2 HENMT1 HLCS HLTF HNMT HS3ST1 IL16 IL21R IMPA2 INTS8 IRF5 IVD KBTBD7 KLF3 LRR1 MBLAC2 MDM1 MED29 METTL18 METTL25 MLYCD MMS19 MRPL15 MRPL19 MRPL4 MRPS23 MRPS26 MRTO4 MSH2 MTFR2 MTIF3 MTX3 NAA15 NAPEPLD NAPG NAXD NCAPH NFATC3 NLRP2 NOL11 NOL9 NSFL1C NUDCD2 NUDT6 NUP35 NVL ORC5 P2RY13 PAQR3 PCYOX1 PDCD6 PDIK1L PHAX PIK3R1 PIP4K2B PKNOX1 PLPP6 PNPLA6 POLG2 POLR3B POLR3H PPAT PPP1R13B PPP1R14B PRADC1 PRCP PRDM15 PRMT5 PRPS1 PTCD2 PWP2 RAD51C RCAN3 RHNO1 RIC8A RIPK4 RIPOR1 RPAP2 RTN4IP1 SAMD13 SERAC1 SHPRH SIKE1 SKA2 SLC25A38 SLC26A2 SMIM15 SNRPD1 SNX4 SPRED1 SRSF8 SS18L1 STAB1 STAM2 STRAP STXBP5 SURF6 SUV39H2 TARDBP TATDN2 TCHP TEFM TERF1 TEX264 TFAM TFB2M THAP11 TM6SF1 TMCO3 TMEM185A TMEM273 TNRC18 TP53RK TPRG1L TRAPPC13 TRMT1 TRPV2 TSC1 TTI2 TTLL1 TUBA4A TUBB6 TUBGCP5 TXNL4A UCK2 ULK3 UMPS USP46 UTP14A UTP25 VASH1 VBP1 WDR3 WDR53 WNT5B YLPM1 ZBTB8A ZCCHC17 ZCCHC24 ZFP3 ZNF180 ZNF227 ZNF319 ZNF35 ZNF542P GSE18791_CTRL_VS_NEWCASTLE_VIRUS_DC_14H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18791_CTRL_VS_NEWCASTLE_VIRUS_DC_14H_DN AASS ABTB2 ADCY10 ADRA1B AIM2 AMOTL2 APOL6 ARAP2 ARID5A ASAH2B ATP10A ATP6V1B1 BATF2 BCL6B C19orf84 C21orf91 CACNA1A CALHM4 CAMK1G CAPS CCDC146 CD38 CDKN2A CERS1 CFAP73 CHRD CLDN5 CLSPN CMPK2 COL26A1 COL7A1 CREB5 CRYM CSRNP1 CSRP2 CXCL9 DDX60 DHX58 DIPK1B DKKL1 DNAH10 DND1 DUSP16 DUSP5 DYRK3 ECSCR EDN3 EIF2AK3 ELMOD3 ENSG00000224090 EPOR EPSTI1 EXT1 F7 FAM111A FBXO27 FEZ1 FGF11 FUT9 FUZ GAL3ST2 GAS1 GAS2L2 GBP4 GBP5 GCH1 GCK GLCCI1 GLP1R GPR45 GYPA HCG4B HERC5 HERC6 HES4 HILPDA HIVEP2 HLA-K HMCN2 HOXD-AS2 HOXD10 HS3ST3B1 IDO1 IFI44 IFIT1 IFIT2 IFIT3 IFNA16 IFNL2 IGF2BP1 IL15RA IL6ST-DT IQCF1 IRAK2 IRF1 IRF1-AS1 IRF7 IRF8 ISG15 KCNN1 KDM6B LILRB5 LINC00608 LINC01565 LRP2 LTA MAML2 MIR155HG MPIG6B MUC5AC MX2 MXD1 NAT8B NCDN NEMP1 NEURL3 NEXN NINJ1 NIPAL4 NLRC5 NLRP7 NMRAL2P NRG1 OAS3 OPTC OTUD1 OXT PAG1 PARP14 PELI1 PGAP1 PIDD1 PITX1 PLA2G4C PLEKHA4 PLSCR1 PLXDC1 PMAIP1 PML PNPT1 PPP2R5B PRKAR1B PTK2B RARG RBFOX2 RIN1 RIPOR2 RLF RNF144A RYBP RYR3 SAMD9 SBK1 SDCBP2 SELENOI SEMA6A SERPINB9P1 SEZ6 SHFL SLAMF7 SLC25A28 SP140L STARD5 STAT2 STK19 SYNPO2 SYTL2 TENT4A TGM1 TINCR TLK2 TMCC3 TMEM39A TNF TNFAIP3 TNFRSF19 TNFSF15 TRIM25 TSPY1 TTC21A TTC9B UPK3A USP11 VPS13A-AS1 WFDC5 XAF1 ZBP1 ZBTB5 ZC3H12C ZFPL1 ZNF444 ZSCAN12 GSE18791_CTRL_VS_NEWCASTLE_VIRUS_DC_14H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18791_CTRL_VS_NEWCASTLE_VIRUS_DC_14H_UP ABAT ACOT7 ADD3 ALAD ALG6 ANKMY2 AP2A2 AP3D1 ARID1A ASB7 ASL ATG14 ATMIN ATP11A ATP5MC3 ATP5PF BCS1L C12orf29 C9orf40 CCT6A CDK4 CEP164 CHCHD4 CHCHD7 CHPF2 CIAPIN1 COA5 COPS8 COPS9 COQ9 CORO1A COX11 CTR9 DCAF13 DCAF4 DDIAS DDX28 DELE1 DFFA DHFR DHX30 DKC1 DMAC2 DNAJC11 DOK2 EBNA1BP2 EIF4EBP2 ELOVL1 ELP1 EPRS1 ERP27 EXOSC5 FA2H FAM172A FAM78A FBXO21 FLVCR2 FOXRED1 FRMD4A GATD3 GBA2 GEMIN6 GFOD1 GIT2 GLCE GNA11 GSE1 GTF3C2 HCFC2 HEATR1 HMBS HSD17B10 HSPA14 HYCC1 ICMT IFNGR2 IFT27 IMPDH1 IPO11 JTB KIAA0232 KLHL42 LAMTOR5 MADD MAFB MAGOH-DT MAP7 MCUR1 METTL7A MICOS10 MIOS MLXIP MRI1 MRPL24 MRPL4 MRPS26 MRPS6 MRPS9 MTCH1 MTFR2 MTX3 NACC2 NAPEPLD NDUFAB1 NDUFAF4 NF2 NINJ2 NSFL1C NUDT4 NUDT6 OSGEPL1 PACSIN2 PCYOX1 PCYOX1L PEX1 PHAX PIK3R1 PLEKHJ1 PLEKHO2 POLE4 POLR1E POLR3B POP1 POP5 PPP4R1 PRKAR2A PRPS2 PTCD3 PTK2 PTPN9 PXMP4 RAD51C RBBP7 RCAN3 RIOX1 RNF166 RNF44 ROGDI RPAP2 RRP15 SAMM50 SARS2 SCFD2 SCRIB SF3B3 SGK1 SHPRH SIK2 SKA2 SKP2 SLC12A6 SLC18A2 SLC19A2 SLC25A12 SLC9A6 SNRNP200 SNRNP35 SPIRE1 ST6GAL1 STRAP SUMF1 SUV39H2 TACO1 TARDBP TASP1 TATDN2 TCERG1 TFAM THOC5 TIAM1 TM6SF1 TMEM164 TMEM223 TMEM273 TMEM45B TMTC4 TNRC18 TP53RK TRIM37 TRMT1 TRMT12 TRPV2 TSFM TTC8 TTLL1 TUBG1 TUBGCP5 UBXN2B URB2 UROD USP46 VRK1 ZFYVE21 ZNF234 ZNF319 ZNF559 ZNF641 ZNHIT6 ZYG11B GSE18791_CTRL_VS_NEWCASTLE_VIRUS_DC_16H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18791_CTRL_VS_NEWCASTLE_VIRUS_DC_16H_DN ABTB2 ADAR ADCY10 AMOTL2 APOL6 ARAP2 ARHGEF11 ARID5A ARL5B ASH1L-AS1 ATOH1 AZIN2 BATF2 BBC3 BEND5 BMP3 C17orf67 C21orf91 CABP1 CACNA1A CASP10 CCDC9 CD38 CDX2 CMPK2 CNKSR3 COL27A1 CREB5 CSRNP1 CXCL9 DBF4B DDX60 DHDH DHX58 DLGAP1-AS1 DNAH10 DND1 DUSP16 DUSP5 EBI3 EIF2AK3 EPSTI1 ERN1 EXT1 FAM107B FAM135A FAS FBXL6 FEM1C FGFBP3 FJX1 FLJ13224 FLJ38576 FOXO3 GALNT3 GAS1 GBP4 GBP5 GCH1 GHRL GLCCI1 GTPBP2 HCG4B HCN3 HELZ2 HERC5 HERC6 HILPDA HIVEP2 HMGN2P46 HOXD10 HPSE HS3ST3B1 HTR3B HTRA3 IDO1 IFI44 IFI6 IFIT1 IFIT2 IFIT3 IFIT5 IFNA8 IFNL2 IGHM IL11 IL15RA IL18RAP IRAK2 IRF1 IRF1-AS1 IRF7 IRF8 ISG15 ITIH4 KCNQ1DN KDM6B LAMP3 LINC00608 LIPE LTA MAML2 MARCKSL1 MASTL MDK MIR155HG MLLT3 MMP11 MVB12A MX2 MXD1 NAT8B NCF1C NEMP1 NEURL3 NEXN NFIX NLRC5 NMRAL2P NOS3 NPC1L1 OAS2 OAS3 OASL OTUD1 PAG1 PAPOLG PARP14 PDE4B PELI1 PFKFB3 PGAP1 PHF11 PIGA PLA1A PLSCR1 PLSCR2 PMAIP1 PNPT1 PPM1K PTGS2 PTK2B RARG RICTOR RIGI RIPK2 RIPOR2 RLF RPS6KA5 RTP4 RYBP SAMD9 SARDH SBK1 SDCBP2 SELENOI SERPING1 SFRP5 SGPP2 SHFL SIGLEC1 SLAMF7 SLC1A6 SLC25A28 SLC9B1 SLFN5 SOD2 SP140 SPATA18 ST7-AS1 STAT2 STK19 SULT4A1 TENT4A THAP3 TMCC3 TMEM39A TNF TNFSF15 TOMM34 TPSD1 TRAF1 TRANK1 TRIM25 TRPM4 UCA1 USP11 WARS1 XAF1 ZBTB5 ZC3H12C ZHX2 ZNF267 ZNF367 ZSCAN12 GSE18791_CTRL_VS_NEWCASTLE_VIRUS_DC_16H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18791_CTRL_VS_NEWCASTLE_VIRUS_DC_16H_UP ABAT ABHD15 ACTL6A ANKMY2 ANKRD16 AP2A2 AP3D1 ASL ATP11A ATP2A2 ATP5PF BIVM BTBD1 C12orf29 CARNMT1 CCDC51 CCT4 CCT6A CEP85L CFAP298 CHCHD7 CLSTN1 COA4 COA5 COMMD8 CRH CTR9 CTSC CWC27 DCAF13 DCAF4 DDX28 DDX46 DELE1 DHFR DHX15 DHX29 DHX30 DNAAF5 DOK2 DYRK2 EBNA1BP2 EIF4EBP2 EIPR1 ELP6 ENDOG FAM172A FAM78A FAM98B FES FKBP14 FLVCR2 FRMD4A G2E3 GAR1 GATC GATD3 GLCE GLMN GMFB GPATCH1 GTF2A2 GTF3C2 HAUS6 HDAC1 HEATR1 HECTD1 HENMT1 HNRNPM HSBP1 IL16 INTS8 IPO11 ITPA KIAA0586 LARP4 LBHD1 LIMA1 LMNB2 LSG1 MAF MAP7 METTL25 MICOS10 MRI1 MRM2 MRPL20 MRPL24 MRPL58 MRPS6 MRS2 MSH2 MTFMT MTFR2 MTRES1 MYC NAA38 NAGPA NARS1 NCOR2 NDUFAB1 NDUFAF4 NINJ2 NLRP2 NME6 NSFL1C NUDT5 NUDT6 ORC5 P2RY13 PAQR4 PCSK7 PCYOX1 PCYOX1L PDCD6 PDE6D PDIK1L PEX1 PHAX PIN4 PITPNA PLEKHJ1 PLEKHO2 PNP POLD2 POLR1E POLR2B POP5 PRDM15 PRKAR2A PRORP PRPF31 PRPF38B PRPS2 PSMD2 PSMG4 PTK2 PTPN11 PXMP4 RANBP1 RAPH1 RCAN3 RELL1 RFC3 RFC5 RNF166 RNGTT ROGDI RUVBL2 SAMM50 SCFD2 SENP3 SETBP1 SF3A3 SHPRH SKA2 SLC12A6 SLC17A9 SLC18A2 SLC25A12 SLC36A1 SMARCAD1 SNUPN SNX4 SPDL1 SUOX TARDBP TBC1D24 TEFM TFAM TIAM1 TIMM50 TMEM273 TMTC4 TOPBP1 TP53RK TRAPPC12 TRIM32 TRIM37 TRMT1 TUBB6 UMPS UNG URB2 UROD USP46 VASH1 VPS36 VRK1 WDR1 WDR37 ZBTB33 ZCCHC17 ZNF319 ZNF35 ZNF559 ZNF641 ZNF789 ZYG11B GSE18791_CTRL_VS_NEWCASTLE_VIRUS_DC_18H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18791_CTRL_VS_NEWCASTLE_VIRUS_DC_18H_DN ABTB2 ADAMTS1 ADAR ADGRB1 AGAP2 AIM2 ALPK2 APOA1 APOBEC3G ARAP2 ASB15 ASH1L-AS1 ATP10A AURKB AZIN2 B4GALT5 BCL2 BCL2L14 BEND5 BRIP1 BTG2-DT BTN3A1 C21orf91 C3orf36 C6orf141 CACNA1A CCL5 CD38 CEACAM1 CNKSR3 CREB5 CSRNP1 CSRP2 CXCL11 CXCL9 CYMP DCP1A DDIT3 DDX60 DDX60L DGKH DHX58 DNAAF1 DND1 DSP DTX3L EDN2 EIF2AK3 ELOVL7 EPSTI1 ERN1 ETV3 EZH2 FAM111A FAS FEM1C FGF8 FGFR2 FOSL1 FOXF1 FXYD6 GBP4 GBP5 GCSAML GIMAP2 GLCCI1 GPBP1 GTPBP2 HAPLN3 HCG4B HELZ2 HERC6 HPSE HS3ST3B1 HSPA1L IFIH1 IFNA8 IL11 IL15 IL15RA INAFM1 INTS12 IRF1 IRF1-AS1 IRF7 IRF8 KCNK5 KDM6A KDM6B KLKB1 KRT32 LATS2 LINC00158 LINC00907 LINC01003 LINC01138 LRP2 MAK MASTL MGC16275 MIR155HG MIS18BP1 MPV17L MVB12A MX1 MXD1 MZF1-AS1 NAT8B NBN NEDD1 NEMP1 NEURL3 NEXN NINJ1 NIPAL4 NLGN3 NPC1L1 NSUN7 NUP210P1 OAS2 PAG1 PARP14 PATL2 PCGF2 PDE4B PELI1 PGAP1 PI4K2B PIDD1 PIGA PLA1A PLEKHF1 PLS3 PMAIP1 PPM1K PPP3CC PROSER2-AS1 PTGS2 RBCK1 RELA REXO5 RFLNA RHEBL1 RICTOR RIGI RIPOR2 RNF144A RPS6KC1 RSPH6A RYBP SAMD9 SCAMP1-AS1 SECTM1 SELENOO SHFL SIGLEC1 SLC29A4 SLC9A3 SMCHD1 SNAPC1 SP140 STAT2 SYNPO2 TAP1 TGIF1 THEG TMCC3 TMEM116 TMEM39A TNF TNFSF10 TNFSF15 TNIP2 TP53BP2 TRAF2 TRHDE-AS1 TRIM5 TRIM69 TRMT9B TTC21A UBE2Z UBQLNL USP11 USP42 WTAP ZBTB10 ZBTB5 ZC3HAV1 ZNF267 ZNF579 ZNF610 ZNFX1 ZSCAN12 GSE18791_CTRL_VS_NEWCASTLE_VIRUS_DC_18H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18791_CTRL_VS_NEWCASTLE_VIRUS_DC_18H_UP ABCD3 ABHD15 ACOT7 ACSS2 ACTL6A AHCY AIFM1 AKTIP ALDH16A1 AP2S1 AP3M1 ARHGAP12 ARRB1 ASB13 ATG4A ATPAF1 ATPSCKMT B3GAT3 BAP1 BCR BLOC1S4 BRI3BP CAMK1 CCT3 CCT4 CCT6A CDC40 CETN2 CMTM4 COPS4 CORO1A CRH CSTPP1 CWC27 CYP4V2 DAAM1 DCAF13 DCAF4 DESI2 DHFR DHX30 DIS3L DNAJC11 DNMT1 DOK2 DPP3 DUS2 EDC3 EFCAB14 EFTUD2 EIF4EBP2 ELOVL1 ENDOG ERI1 ETV5 FA2H FAM78A FAM98B FBXO21 FBXO45 FBXW11 FLAD1 FLVCR2 G2E3 GBA2 GEMIN6 GNPDA2 GPATCH1 GTF3C2 GTF3C3 HCFC2 HECTD1 HIP1 HSBP1 HSD17B10 HVCN1 HYCC1 IDE IKBIP IL16 IL21R IMPDH2 INTS4 INTS8 IPO8 ITPA JKAMP KBTBD7 KCTD21 KIDINS220 KIF16B KLHDC3 MBTPS1 METTL25 METTL7A MFSD5 MPPE1 MRPL12 MRPL16 MRPL24 MRPS28 MRPS6 MRPS9 MTFR2 MTMR12 MYCBP NACC2 NCAPH NDUFA8 NDUFAB1 NDUFS2 NDUFS3 NELFCD NF2 NHLRC2 NIP7 NRROS OSGEPL1 PAAF1 PDIK1L PDZD11 PET100 PET117 PEX1 PHAX PHB2 PHF14 PITPNA PMPCA PNP POLR2G POLR2L POLR3B POP5 PPIL1 PPP1R16B PPP2R1B PREP PTK2 PXMP4 RASSF2 RMDN1 RNF14 RNF141 RNGTT ROCK2 ROGDI RPA1 RTN4IP1 RUNX1 RXRA SERAC1 SLC25A12 SLC26A2 SLC8B1 SMARCC1 SMIM15 SNAPC5 SPRED1 STAM STAM2 STRADB STUB1 SUOX TARBP2 TBCE TCHP TFDP1 TFPT TIMM21 TK2 TMEM170B TMEM245 TMEM273 TMEM45B TNRC18 TPRG1L TRMT1 TRPV2 TSHZ1 TSPAN15 TTI1 TTLL1 TUBB6 UBAC1 UMPS URB2 USP38 VAMP3 VAMP8 WDR36 WNT5B XPR1 XXYLT1 YLPM1 ZNF185 ZNF559 ZNF641 GSE18791_CTRL_VS_NEWCASTLE_VIRUS_DC_1H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18791_CTRL_VS_NEWCASTLE_VIRUS_DC_1H_DN ADCY2 ADGRL4 ADNP2 AGAP2 AKAP10 ALG12 ALKBH1 ANKS1B ANKUB1 APOA4 ARMH1 ATP6V1B1 ATP6V1FNB B3GNT9 BAZ2A BCL7B BNIP1 C11orf96 C16orf46 C1QL1 CAPN11 CCDC144BP CDC42EP3 CDCA3 CDH18 CFAP54 CFAP61 CHEK1 CLDN10 CLK1 CLK4 COA1 COL14A1 CREB3L3 CSHL1 CSRNP1 CT83 CYP4F11 DNAJB1 DNAJC27 DNAJC7 DNM2 DPY19L2P2 DSG1 DUBR DUS3L ECRG4 EFNB2 ELMOD3 EMILIN1 EML5 ENSG00000268403 FABP7 FAM200A FAM30A FAM83D FAM9A FBXO34 FGF9 FMO3 FNBP4 FOSB FOXO1 FRS2 FUT9 GADD45A GADD45B GEM GNL3LP1 GPR26 GRB7 GSTM5 H3C1 H4C6 HAPSTR1 HCAR3 HDHD5-AS1 HNRNPA3P1 HTN3 HUS1B IGLV4-3 INE1 IPMK IRS2 KCNA1 KCTD5 KDM6B KIAA1958 KRT3 KRT73 LARP1B LINC-PINT LINC00305 LINC01004 LINC02112 MAP3K8 MDK MEX3B MFAP4 MIR3142HG MOCS1 MPZL1 MRGPRX2 MS4A15 MSL2 MT1M MUC5B MYEF2 MYO5C MYRFL NAMPT NEMP2 NFKB2 NIPA1 NPC1L1 NR4A2 NRXN2 OSER1 OSM OSR2 OTOGL PAGE5 PALMD PATL1 PCF11 PDE11A PDE4B PDRG1 PELI1 PINLYP PLOD2 PMAIP1 PPP3CC PTGS2 PYDC1 RBM33 REEP6 REXO5 RGS2 RND1 RRAD S1PR3 SAP30L-AS1 SCN11A SENP2 SERPINE1 SFTA2 SHD SLC22A4 SLC25A38 SLC25A47 SLC9B1 SMURF1 SNCG SNHG8 SOX1 SPACA3 SPC24 STK17B SVOP TGIF1 TGIF2 TIPARP TKTL2 TMEM115 TMEM212 TMEM44 TMEM72-AS1 TP53BP2 TRAF1 TSPAN7 TTLL5 TWIST1 UGT1A6 WDR76 XAGE3 ZBTB2 ZBTB43 ZDHHC23 ZNF165 ZNF267 ZNF549 ZNF777 ZNF846 ZRANB1 GSE18791_CTRL_VS_NEWCASTLE_VIRUS_DC_1H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18791_CTRL_VS_NEWCASTLE_VIRUS_DC_1H_UP ABTB3 ACAD10 ADCYAP1 AGXT2 ANKRD33 AP2A1 ARHGAP39 ARMC2 ASIC2 ATP8B5P BATF2 BMP1 BRS3 BTBD2 BTNL9 C1orf74 C8A CBLN4 CCDC116 CD300LG CD5 CDO1 CELA1 CHDH CKMT2 CLEC2L COL4A3 CORO2B CPVL-AS2 CRIP3 CSGALNACT1 CYP39A1 CYP3A7 CYP4B1 DAB1 DIPK1C DNAJC9-AS1 DNTT DPEP1 DSC3 EFNA5 EMID1 ENKUR ENSG00000224090 ENSG00000255647 ERBB3 EVC2 EXOC3L2 FAM83E FANCB FER1L4 FOS FOXH1 FOXP4 GABRB3 GALNT16 GALNT17 GET1 GJB4 GLYATL1 GS1-600G8.3 GSC GSTA1 GUCY1B2 HAND2-AS1 HAO2 HFE HGFAC HNF4G HTR3C IFNA14 IL17RD IL25 IRGM ITM2A JPH1 KAZALD1 KCNK2 KDF1 KLHL13 KRTAP13-1 LAMA4 LETR1 LGALS4 LIMD1-AS1 LINC00165 LINC00525 LINC00656 LINC01102 LINC01465 LINC01530 LINC01553 LMNTD2-AS1 LSAMP LYSMD3 MBD4 MC2R MED12L MOGAT2 MORN3 MRPS31 MZF1-AS1 NAP1L5 NCDN NHERF4 NIFK-AS1 NKX6-3 NR5A1 OR5J2 OR6B1 P2RY13 PARD6G PARS2 PART1 PAX7 PCDH17 PFN4 PITPNM2 PLA2G2A PRKAG3 PRND PROSER2-AS1 PRSS54 PTGDR2 PTGDS PTPN3 PTPRU RAET1E RGS11 RTP4 RUNDC1 SALL3 SDCBP2-AS1 SDK2 SEC24B-AS1 SKIC2 SLC35D3 SLC39A5 SLC44A3 SLC66A1L SNAI3-AS1 SNAP25 SNTG2-AS1 SNX21 SP8 SPATA17 SPIB SSR4P1 SYNGR4 TDRD12 TEX19 TICRR TLR6 TLR7 TMEM37 TMEM95 TNFRSF19 TRIM67-AS1 TTI2 TTLL11 UGT3A1 UNC13C VSIG1 WDR27 WFDC10B WNT4 XDH ZBTB9 ZFP3 ZFP62 ZNF234 ZNF302 ZNF460 ZNF546 ZNF557 ZNF561 ZNF681 ZNF691 ZNF850 ZSCAN20 ZSCAN32 ZSCAN4 GSE18791_CTRL_VS_NEWCASTLE_VIRUS_DC_2H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18791_CTRL_VS_NEWCASTLE_VIRUS_DC_2H_DN ABL2 ABO AGAP2 ANKRD40CL AREG ATP6V1FNB B3GNT5 BTBD19 C11orf96 CAMKK1 CCDC134 CCNA1 CDR1 CDRT15L2 CFAP61 CLCA1 CLDN10 CLK1 CLK4 CREB3L3 CREB5 CREBRF CREM CSNK1D CSRNP1 CSRNP2 CT83 CXCL10 DCUN1D2 DDX59 DENND4A DIPK1B DNAJB1 DNAJC27 DOP1A DRC3 DUBR EFNB2 EIF2AK3 ERRFI1 ETV3 EZH2 FAM200A FAM9C FBXO34 FGF9 FNBP4 FOXO3 GADD45B GCKR GEM GFOD1 GJB6 GK GNL3L GPLD1 GPR32 GRIN2B H4C6 HCAR3 HOMER1 HOXB13 HTN3 HUS1B IFIT1 IFIT2 IFIT3 IFNB1 INSL3 IRAK2 IRF1 IRF7 IRS2 ISG15 IVNS1ABP KBTBD8 KCTD5 KDM6B LARP1B LINC-PINT LINC00485 LINC01004 LINC02112 LINC02537 MAFK MAK MAP3K20-AS1 MAPK8IP1 MAT2A METRNL MEX3B MFAP4 MIA2 MIR155HG MIR22HG MNT MPZL1 MRGPRX2 MRPL28 MX1 MXD1 MYEF2 MZF1-AS1 NACA2 NAMPT NEBL-AS1 NEURL3 NFAT5 NFKBID NIPA1 NIPAL1 NOL12 NOS3 NR4A1 NR4A2 NR4A3 OSM PATL2 PCDHAC2 PCDHGA8 PCYT1B PDE4B PELI1 PHF13 PIM3 PLPPR4 PMAIP1 PMP22 POLRMTP1 PPP2R3B PPP4R1L PRG2 PTGER4 PTGS2 PURB RAB11FIP1 RGS2 RHOB RIMKLB RNF133 RNF19A RSPH9 SAMD5 SCML1 SFRP5 SIRT1 SLC19A2 SLC22A4 SLC25A33 SNAP91 SPTBN4 SSBP3-AS1 STAR STATH SUN3 TAMALIN TBC1D21 TENT4A TGIF1 THSD4 TMEM212 TMEM217 TNF TP53BP2 TP53INP2 TPSD1 TRAF1 TTC32 USP6NL-AS1 WDR19 WFDC3 ZBTB43 ZC3H12C ZC3H8 ZCCHC14 ZNF157 ZNF165 ZNF620 ZNF711 GSE18791_CTRL_VS_NEWCASTLE_VIRUS_DC_2H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18791_CTRL_VS_NEWCASTLE_VIRUS_DC_2H_UP ACHE ACVR1B AGGF1 ANP32A AP2A1 ARHGEF28 ASF1A ATF6B ATP23 BCHE BORA BTNL9 C15orf61 C17orf80 C2CD6 C2orf42 CBR3-AS1 CCDC13 CCDC51 CCDC66 CEACAM3 CEP85 CETN3 CHRND CHST15 CKMT2 CMTR2 CNFN COX6A2 CPLANE2 CREB3L1 CSE1L CSTF1 CYP4F30P CYREN DAAM2 DBR1 DCP1B DDIAS DNAAF10 DNAL1 DPP10-AS1 DROSHA DUSP6 DZIP3 EFCAB7 ERMARD ERO1A FAM120B FANCB FANCF FBXL4 FHL1P1 FOS FRMD5 FUT11 GEMIN5 GET1 GIMAP1 GIMAP2 GIMAP5 GIMAP6 GIMAP7 GLIS3-AS1 GNRHR GOLGA1 GSPT2 GUCY1B2 GXYLT1 HAUS6 HEATR6 HHEX HJURP HMG20A HMGCL HNF4G IFNGR1 IL21R INTS8 KASH5 KAT14 KBTBD7 KERA KRBOX4 KRT79 LEFTY2 LINC01530 LYPD4 MAIP1 MAPK14 METTL21A MLH3 MMACHC MRPS26 MRPS31 MS4A2 MTRES1 NAIF1 NAPEPLD NAV2 NCDN NEK2 NFE2L1 NIFK-AS1 NLRP5 NMNAT1 NOVA1 NUDT6 NUP37 OR5J2 ORC5 OXSM P2RY13 PAAF1 PAQR8 PARS2 PDCD2L PEX1 PHF14 PLXNB1 PNPLA4 POLI POLR1G POP1 PRIM1 PRND PSRC1 PUS7L RCSD1 RDH8 RFPL1S RGS4 RIOK2 RIPK4 RMI1 RMND5B RPE RPP40 RSPH4A RUNDC1 SALL3 SASS6 SEC22A SLC35B3 SLC39A3 SLIT2-IT1 SMG8 SNTG2-AS1 SPATA16 SPRR2B SPTY2D1 SRP68 SSR4P1 SULT1E1 SYNE2 TBC1D14 TCN1 TIMM21 TLR1 TLR6 TNRC18 TNRC6A TRIM27 TRMT12 TSHZ1 TTI1 TTI2 UBE2DNL UMPS URB1 UTP14C UTP23 VXN WDR53 ZBTB9 ZC3H12B ZFP62 ZFYVE26 ZMYM1 ZNF177 ZNF234 ZNF260 ZNF285 ZNF30 ZNF319 ZNF45 ZNF485 ZNF544 ZNF559 ZNF561 ZNF576 ZNF583 ZNF70 ZNF818P ZNF850 ZSCAN29 ZSCAN32 GSE18791_CTRL_VS_NEWCASTLE_VIRUS_DC_4H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18791_CTRL_VS_NEWCASTLE_VIRUS_DC_4H_DN ADAR ADM ANKS1B APOBEC3A APOL1 ARHGAP27 ARHGAP8 ARID3A ARL5B B3GAT2 B4GALT5 BATF2 BPIFA2 C1GALT1 C2orf15 C3orf36 C3orf38 CATSPERE CCDC57 CCL8 CD274 CD80 CLK1 CLK4 CMPK2 CREB5 CSRNP1 CXCL10 CXCL11 DAND5 DCP1A DDIT4 DDX60 DDX60L DENND2C DHX58 DIPK1B DNAJB5 DNAJC27 DOP1A DRC3 DTX3L DUSP15 DUSP5 EPSTI1 ERRFI1 FBXO34 FNBP4 FUT4 GADD45B GCH1 GFOD1 GTPBP2 H1-6 HELZ2 HERC5 HERC6 HESX1 HMGN2P46 HOMER1 HSPA4L IFI35 IFI44 IFI44L IFI6 IFIH1 IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 IL36A INKA1 IRAK2 IRF1 IRF1-AS1 IRF7 ISG15 ISG20 KDM6B KIF2A KPNA5 LCAL1 LINC01004 LINC02537 LINC03007 MAK MASTL MFN1 MIS18BP1 MT2A MVB12A MX1 MX2 MYADM MYEF2 MYO10 NACA2 NAMPT NDC80 NFKB2 NINJ1 NLRC5 NR2E1 NR4A3 NT5C3A OAS2 OAS3 OASL PAPOLG PARP14 PARP6 PARP9 PATL1 PATL2 PELI1 PELO PGAP1 PHF11 PLA1A PLSCR1 PMAIP1 PML PNPT1 PPM1K PPP3CC PROC PRX RAB11FIP1 RASAL1 REC8 RICTOR RIGI RLF RNF213 RNF43 RSAD2 RTP4 S100A7 SAMD9 SAMD9L SAP30L-AS1 SCN11A SETD4 SHFL SIRPG SLC1A6 SLC25A28 SLC31A2 SNAPC1 SNORD89 SORBS3 SP140L SPATA18 SPC24 SRC STAT2 SWT1 SYNPR TAMALIN TAP1 TENT4A TENT5A TGIF1 THAP3 TLK2 TMEM212 TMEM217 TNFSF10 TNNT1 TRAF1 TRIM21 TRIM25 TRIM31 TRIM56 TTC9B UGT2B15 UNC93B1 USP18 USP42 USPL1 UTY WDR33 XAF1 ZBP1 ZBTB43 ZNF107 ZNF687 ZNFX1 GSE18791_CTRL_VS_NEWCASTLE_VIRUS_DC_4H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18791_CTRL_VS_NEWCASTLE_VIRUS_DC_4H_UP ABHD15 AGGF1 ALKBH2 ANP32A ARHGEF28 ARV1 ATPAF2 ATPSCKMT B3GALNT1 C15orf61 C1orf109 CAD CCDC51 CCNC CCT4 CDC23 CENPU CETN3 CMTM4 COA4 COG2 COX14 CRLS1 CSE1L CYB561A3 CYREN DCP1B DDIAS DDX23 DEF8 DFFA DHX33 DNAAF2 DNAJA3 DUS2 DZIP3 EBPL EDC3 EIF2B1 EIF2B2 ELK3 ERC2 ESRRA EXO5 FAHD1 FAM216A FAM78A FAM98B FANCF FBXL4 FLAD1 FLI1 FOS FZD10-AS1 GAR1 GET1 GGCT GIMAP1 GIT2 GSPT2 GXYLT1 HEATR6 HHEX HMG20A IFT27 IL21R INPP4A INTS4 INTS8 IPO11 IRAG2 IRF2BP2 ISCA2 ISY1 KAT14 KBTBD7 KIAA0586 LARP4 LBHD1 LETR1 LINC02243 MAGOHB MAP7 MBLAC2 MCEE METTL21A METTL3 MGME1 MOAP1 MRPL12 MRPL36 MRPS25 MRPS26 MRPS31 MSH2 MSTO1 MTFR1L MTFR2 MTRES1 MYCBP NAIF1 NDUFA5 NDUFB1 NFIA NIFK-AS1 NME6 NUDT6 P2RY13 PAAF1 PALB2 PDCD4 PDCD7 PDE6D PET100 PHF14 PIGF POLR1G POP1 POP5 PRIM1 PRIMPOL PSMG4 PUS1 RAD51C RAD52 RALBP1 RANBP6 RANGRF RBL1 RCN2 RCSD1 RELL1 RELL2 RMI1 RNF4 RPAP2 RPP40 RPUSD2 RTN4IP1 SDK2 SEC13 SEPHS2 SFR1 SIKE1 SIMC1P1 SLC25A11 SLC25A39 SLC35C2 SNRPA1 SPTY2D1 SRPK1 STAM2 SUOX SUPT3H SWSAP1 SYT8 TAF4 TARBP2 TBC1D14 TBCC TBCK TBL2 TFB2M THNSL1 THOC5 TIMM21 TIMM8A TLR1 TLR6 TMEM120A TNRC18 TP53RK TPMT TRIAP1 TRIM27 TRIM49 TRMT10A TRMT12 TRMT13 TRUB1 TSHZ1 TSPYL5 TTI2 UBR7 URB1 URB2 VPS33B WDR3 WDR53 YLPM1 ZCCHC24 ZNF229 ZNF302 ZNF443 ZNF544 ZNF557 ZNF559 ZNF561 ZSCAN29 GSE18791_CTRL_VS_NEWCASTLE_VIRUS_DC_6H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18791_CTRL_VS_NEWCASTLE_VIRUS_DC_6H_DN ABTB2 ACOT9 ACTR10 ADAR ADM AGAP2 ANGPTL4 ANKFY1 APOBEC3G APOL1 ARHGAP27 AURKB B4GALT5 BATF2 BCL3 BLTP3A BRIP1 C1GALT1 C3orf38 CCL8 CCNA1 CD274 CFAP73 CLK1 CMPK2 CMTR1 CNP CRLF2 CSRNP1 CXCL10 CXCL11 CXCL9 CYLD DCP1A DDIT4 DDX59 DDX60 DDX60L DERL1 DHX58 DIPK1B DMXL1 DNAJB4 DTX3L DYNLT1 EPSTI1 ERRFI1 FEM1C FGF11 FMR1 FUT4 GBP1 GBP5 GCH1 GLRX GNA13 GPBP1 GPR180 GRHL1 GTF2B GTPBP2 HELZ2 HERC5 HERC6 HK2 IFI44 IFI44L IFI6 IFIH1 IFIT1 IFIT2 IFIT3 IFIT5 IL15 INKA1 IRF1 IRF1-AS1 IRF7 ISCA1 ISG15 ISG20 KIF2A KITLG KPNA5 MAK MASTL MFN1 MIR155HG MORC3 MX1 MX2 MYADM MYD88 NAMPT NCOA7 NEXN NINJ1 NLRC5 NR4A3 NT5C3A NUP58 OAS2 OAS3 OASL PAPOLG PARP12 PARP14 PARP9 PATL1 PAWR PELO PGAP1 PHACTR4 PHF11 PIWIL4 PLSCR1 PMAIP1 PML PNPT1 PPP3CC PPP4R1L PTK2B RAB9A RAD9A RGL1 RIGI RLF RNF138 RNF144A RNF213 RNF43 RSAD2 RTCB RTP4 RUBCN SAMD9 SAMD9L SBK1 SECTM1 SELENOI SEMA4D SETD4 SFT2D2 SHFL SIGLEC1 SLC15A4 SLC25A28 SLC31A2 SMCHD1 SOS1 SP100 SP110 SP140L SPC24 SQOR SRGAP2 ST3GAL5 STARD5 STAT1 STAT2 STOML1 STX11 STX17 TAP1 TBX2 TENT4A TENT5A TGFB2 TGIF1 TGM1 TLK2 TMEM140 TMEM268 TMEM39A TNFSF10 TOR1B TRANK1 TRIM14 TRIM22 TRIM25 TRIM5 TRIM56 TRIM69 TSSK4 UBE2Z UNC93B1 USP18 USP42 USPL1 XAF1 ZBED1 ZBP1 ZBTB43 ZNF107 ZNF618 ZNFX1 ZNRF2 ZSCAN12 GSE18791_CTRL_VS_NEWCASTLE_VIRUS_DC_6H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18791_CTRL_VS_NEWCASTLE_VIRUS_DC_6H_UP ABHD15 AKTIP APEX1 ARV1 ASB6 ASTE1 ATG101 ATPAF2 ATPSCKMT BAHD1 BIN3 BLOC1S4 BRF2 BRIX1 BYSL C12orf29 CAD CCDC12 CCDC126 CCDC85B CCNE1 CETN2 CETN3 CIAPIN1 CLP1 CRADD CRLS1 CSTF2T CTPS1 DBP DCAF13 DCAF4 DDIAS DDX28 DHRS4-AS1 DNAAF2 DNAJC11 DPH5 DUS2 EBPL ECE2 ELK3 ELP6 ENDOG EXO5 EXOSC2 FAM114A1 FAM172A FAM98B FBXO21 FKBP14 FLAD1 FLVCR1-DT FLVCR2 FOS FRAT2 GEMIN7 GET1 GLYATL1 GMPS GSPT2 GXYLT1 HENMT1 HHEX HMBS HMG20A HRH1 HVCN1 HYCC1 IFFO2 IFNGR1 IL16 IMPDH2 IRAG2 KAT14 KBTBD7 KCTD21 KIAA0586 KRT5 LRRC20 LYSMD3 MAP7 MBLAC2 MED29 METTL18 MFSD5 MPLKIP MRPL10 MRPL12 MRPL36 MRPL4 MRPS2 MRTFA MSH2 MTFMT MTFR1 MTFR2 MTMR12 NAIF1 NAPEPLD NAPG NCBP2AS2 NDUFA5 NELFCD NIFK-AS1 NIP7 NIT2 NLRP2 NME6 NOP2 NUDT22 NUDT6 NXT1 OSGEPL1 P2RY13 PDCD7 PDE6D PDIK1L PDRG1 PEX1 PLPP6 POLE3 POLR1E POLR1G POLR3H PPAT PPP1R14B PRADC1 PRMT5 PTCD2 PUS1 RANGRF RBBP9 RFXANK RHNO1 RIC8A RIPOR1 RMND1 RNF7 RPAP2 RPP40 RRS1 RUNX1 SAMD13 SARS2 SEC13 SLC17A9 SLC25A11 SLC25A12 SLC38A4-AS1 SLC39A3 SMIM12 SMIM26 SNRNP35 SRP68 STUB1 SUV39H2 SWSAP1 TARBP2 TBL2 TEX264 TFB2M THNSL1 THYN1 TLR6 TMEM115 TMEM147 TMEM168 TMEM87B TNRC18 TOMM40L TRIM32 TRIM35 TSEN2 TTLL1 TWF2 UBAC1 UNG URB2 UTP23 VSIG1 WDR53 WNT4 WNT5B XXYLT1 YLPM1 ZCCHC24 ZFP1 ZFP3 ZNF280D ZNF302 ZNF317 ZNF319 ZNF35 ZNF460 ZNF561 ZNF57 ZNF641 ZNF77 ZSCAN5A GSE18791_CTRL_VS_NEWCASTLE_VIRUS_DC_8H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18791_CTRL_VS_NEWCASTLE_VIRUS_DC_8H_DN ADAR AGAP2 AIM2 AMOTL2 ANKFY1 APOBEC3G APOL1 APOL6 ARHGEF11 ARL5B ATP2B3 AZIN2 BATF2 BCL3 BCL6B BRIP1 CASP10 CCL8 CD274 CD80 CDH11 CFB CLK1 CMPK2 CMTR1 CNIH2 CNP CSRNP1 CXCL10 CXCL11 CXCL9 DDIT3 DDIT4 DDX60 DDX60L DHX58 DMRTB1 DTX3L DUSP5 EPSTI1 ERRFI1 ETV7 FAM135A FUT11 GAD1 GADD45B GBP1 GBP4 GBP5 GBX1 GCH1 GCM1 GPR180 GRHL1 GRIP2 GTPBP2 HELZ2 HERC5 HERC6 HK2 HPCAL4 IDO1 IFI44 IFI44L IFI6 IFIH1 IFIT1 IFIT2 IFIT3 IFIT5 IFITM3 IFNA1 IFNB1 IFNL1 IFNL2 IKBKE IL15 INTS12 IRF1 IRF1-AS1 IRF7 ISG15 ISG20 ITIH4 JOSD2 KPNA5 LGALS3BP LINC01260 MAK MAML2 MASTL MIR924HG MKLN1 MOV10 MT2A MX1 MX2 MYBL1 MYD88 NAMPT NCOA7 NEXN NINJ1 NLRC5 NPPA NT5C3A OAS2 OAS3 OASL PAPOLG PARP12 PARP14 PARP9 PATL1 PCDHB16 PDE6A PDGFRL PELO PHF11 PHOX2B PI4K2B PIWIL4 PLSCR1 PMAIP1 PML PNPT1 PPM1K PPP4R1L PSCA PTGS2 PTK2B PTPRS RAD9A RIGI RNF144B RNF213 RSAD2 RTCB RTP4 SAMD9 SAMD9L SBK1 SECTM1 SELENOI SELENOO SEMA4D SERPINA4 SERPINB9P1 SERPING1 SEZ6L2 SHFL SIGLEC1 SLC31A2 SLCO3A1 SLFN5 SMCHD1 SP110 SP140 SP140L SRC STARD5 STAT2 STX17 TAF5LP1 TAP1 TENT4A TENT5A TGFB2 TGM1 TLK2 TMEM140 TMEM217 TMEM268 TNF TNFSF10 TRIM21 TRIM22 TRIM25 TRIM31 TRIM5 TRIM56 TSSK4 UBE2L6 UCA1 UNC13A USP18 USP42 USPL1 WARS1 XAF1 XCR1 ZBED1 ZBP1 ZBTB43 ZNF618 ZNFX1 GSE18791_CTRL_VS_NEWCASTLE_VIRUS_DC_8H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18791_CTRL_VS_NEWCASTLE_VIRUS_DC_8H_UP ABR ACTL6A ADSL AKTIP ANP32A ARF4 ASB7 ASL ATPSCKMT BAHD1 BAIAP2-DT BLOC1S4 BRIX1 BRPF1 C12orf29 C16orf54 C17orf80 C9orf40 CARD9 CCDC51 CCNE1 CEP85L CETN2 CFAP20 CIAPIN1 COA4 COA5 COL15A1 COMMD3 COPS9 CTPS1 DCAF4 DCP1B DCTPP1 DDIAS DDX23 DNAAF2 DNAJC11 DNAL1 EDC3 EEF1E1 ESRRA EXO5 FAHD1 FBXL4 FBXO21 FBXO33 FBXO45 FKBP14 FLI1 FLVCR2 FOS FRAT2 FRMD4A GAR1 GBA2 GEMIN7 GLCE GRWD1 GTF3C2 GXYLT1 HRH1 HS2ST1 HSBP1 HSD17B10 HYCC1 IDE IKBIP IL16 INIP IPO11 IRF5 ISY1 KAT14 KBTBD7 LYRM7 MAP7 MDM1 MICOS10 MON1B MRM2 MRPL12 MRPL15 MRPL43 MRPL57 MRTFA MTFMT MTFR1 MTFR2 MTRES1 NAPEPLD NDUFA5 NDUFAF4 NLRP2 NME6 NOP56 NRROS NUDT6 NUFIP2 ORC5 OSGEPL1 PAQR4 PCYOX1L PDCD7 PDHB PDIK1L PHF14 PIK3R4 PIN4 PIPOX POLR1C POLR3B POP1 POP5 PPARGC1B PPP1CC PRADC1 PRPF31 PTRH2 PXMP4 RAB32 RAD52 RANGRF RCAN3 RIOX1 RNF4 RNF44 RNF7 RPA1 RPP40 RPUSD2 RRP15 RUNX1 SAMM50 SCRIB SHQ1 SLC19A2 SMIM27 SNAPC5 SNRNP35 SRSF2 SSNA1 ST6GAL1 SURF6 SUV39H2 TACO1 TARBP2 TBL2 TCFL5 TCHP TFB2M THNSL1 THUMPD3 TIMM21 TLR6 TMEM168 TMEM87B TNRC18 TOMM40L TP53RK TRAK2 TRIAP1 TRIM32 TRMT1 TRMT12 TSHZ1 TTI2 TTLL1 TWF2 UMPS UNG URB2 USP38 UTP15 UTP23 UTP4 VASH1 WDR36 WDR37 WDR53 WNT5B WRNIP1 XPA ZBED5-AS1 ZCCHC17 ZCCHC24 ZNF319 ZNF35 ZNF443 ZNF544 ZNF559 ZNF561 ZNF565 ZNF57 ZNF641 ZNF813 ZNRF3 ZSCAN5A ZYG11B GSE18791_UNSTIM_VS_NEWCATSLE_VIRUS_DC_10H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18791_UNSTIM_VS_NEWCATSLE_VIRUS_DC_10H_DN ABTB2 ADAR ADGRE1 AIM2 AKAP7 ALPK1 ANXA2R-AS1 APOBEC3G APOL1 APOL6 ARHGAP27 ARHGEF11 ARID5A ARL5B ASB10 ATP10A B3GNT4 BATF2 BCL2L14 BRIP1 C21orf91 CARD16 CASK CASP10 CASP5 CCDC13-AS2 CCDC181 CD38 CELSR3 CMPK2 CMTR1 CNP CSRP2 CXCL1 CXCL10 CXCL11 CXCL9 CXorf38 CYP1A1 DDX60 DHX58 DOK7 DTX3L DYNLT1 EFEMP2 ENTHD1 EPSTI1 ETV7 EXTL2 FAM111A FAM43A FAS FGFBP3 FGFR3 FUT4 GADD45B GBP4 GBP5 GCH1 GPR180 GSTM3 GTF2B HBM HELB HELZ2 HERC5 HERC6 HEXD HIVEP2 IDO1 IER2 IFI44 IFI44L IFI6 IFIH1 IFIT2 IFIT3 IFIT5 IFNA10 IFNA14 IFNA16 IFNA2 IFNA7 IFNA8 IFNB1 IFNL1 IFNL2 IFNW1 IL10RA IL15RA IL6 IRF1-AS1 IRF7 ISCA1 ISG15 ISG20 ITIH4 JADE2 KCNJ2 KIR2DL5A LGALS3BP LINC00551 LYSMD2 MAML2 MAP3K8 MASTL MCUB MEIS1 MFN1 MMP14 MX1 MX2 MYD88 NAA25 NECTIN2 NEDD9 NEURL3 NEXN NFKBIZ NRIP1 NT5C3A OAS2 OAS3 OASL OSR2 PABIR3 PARP14 PARP9 PAXIP1-AS2 PDE4B PDGFRL PGAP1 PHACTR4 PHF11 PI4K2B PJVK PLSCR1 PMAIP1 PML PNPT1 PSMA4 PTGS2 RGL1 RIGI RIPOR2 RNF43 RSAD2 RTCB RTP4 SAMD9 SAMD9L SARDH SASH1 SECTM1 SELENOI SERPING1 SHFL SIGLEC1 SLC31A2 SLFN5 SP100 SP110 SP140L SRGAP2 STARD5 STAT1 STAT2 STX11 SYNPO2 TAP1 TENT4A TGM1 TLK2 TLR3 TMEM19 TMEM268 TNF TNFSF10 TOR1B TRIM22 TRIM26 TRIM5 TRIM69 TRIP4 TTF2 UBA7 UBE2Z USP18 USP6NL VSIG1 WARS1 XAF1 XPO6 ZBP1 ZC3HAV1 ZNF32-AS3 ZNFX1 GSE18791_UNSTIM_VS_NEWCATSLE_VIRUS_DC_10H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18791_UNSTIM_VS_NEWCATSLE_VIRUS_DC_10H_UP ACAD8 ACVR2B ADRM1 AKTIP ARL2BP ARL3 ASB1 ASB6 ASTE1 ATP2A3 ATP5PO ATPAF2 ATXN1 AVPI1 BAHD1 BCCIP BCR BLMH BRF2 C17orf80 C5orf24 C9orf40 CASD1 CCDC12 CCDC168 CD2BP2 CDC40 CDCA4 CDK4 CDR2 CERK CIAPIN1 CMTM4 COQ9 CSRP1 CXXC1 DCAF4 DDX20 DFFA DHX30 DNAJC11 DOK2 DSTYK EHMT1 EIF4ENIF1 ENC1 ENDOG EXO5 EXOSC7 FAM168B FAM78A FAM89B FAM98A FAM98B FBXO21 FBXO33 FBXO45 FHOD1 FIS1 FKBP14 FRAT2 GATC GBA2 GEMIN6 GXYLT1 HAUS8 HIVEP3 HMG20B HRAS HSD17B10 IFNGR1 IFNGR2 IGF1R IL16 INIP INTS11 IRF5 JADE1 KAT14 KCTD12 KIAA0232 KLHL21 KLHL42 LCMT2 LIMA1 LRR1 LRRC14 MAGOH-DT MAP1A MED8 MEX3B MFN2 MMS19 MRFAP1L1 MRPL34 MRPS27 MRTO4 MTFMT MTFR1L MTOR NACC2 NAIF1 NAXD NCAPH NDUFA5 NME3 NOL11 NOL12 NTMT1 NUDT16 NUDT4 ORC2 PABPN1 PDE6D PET100 PHF1 PHF13 PHF23 PLEKHJ1 PLXNA1 PMS2P9 PNP POLR1C POLR2D POLR2I POLR3B PPCS PPP1R14B PRDM15 PRKAB2 PTPDC1 RAB33A RANGRF RIN3 RNF185 RNF4 RNF7 RPL7L1 RPS19BP1 RRS1 RUNX1 RXRA SDHAF1 SEC14L1 SFN SGK1 SKP2 SLC19A2 SLC9A5 SLTM SMAD5 SNAI3 SNX30 SPDL1 SRGAP1 SRSF8 SSH2 SURF6 SUV39H2 TACC1 TAF4 TAF5L TBC1D10A TFPT THBD TIMM21 TMEM273 TNFSF14 TP53RK TRAF3 TRAK2 TRIM32 TRIT1 TRMT1 TRMT10C TRPV2 TSPYL5 TUBA4A UBAC1 UMPS URB2 USP38 UTP11 UTP25 VASH1 WFDC21P YLPM1 YOD1 ZC3HC1 ZCCHC17 ZCCHC24 ZNF251 ZNF317 ZNF35 ZNF420 ZNF559 ZNF823 ZYG11B GSE18791_UNSTIM_VS_NEWCATSLE_VIRUS_DC_18H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18791_UNSTIM_VS_NEWCATSLE_VIRUS_DC_18H_DN ACACB ADRA2C AIM2 ALK ANKRD34A APOA1 ARHGAP27 ATP10A ATP12A AZIN2 B3GNT8 B4GALT5 BATF2 BCL2 BTN1A1 C21orf91 C5orf46 CACNA1A CALHM6 CCDC191 CCL5 CCL8 CD274 CD38 CEACAM5 CFAP210 CHMP5 CLDN5 CMPK2 CNP COQ10B CRYBB2P1 CSPG4BP CSRNP1 CSRP2 CT75 CXCL10 CYMP DDX60 DDX60L DHX58 DNALI1 DOCK8-AS1 DSPP EFEMP2 EFHB EPSTI1 ERBB4 EZH2 FAM81B FBXO7 FEV FOSL1 FRS3 FXYD1 GADD45B GBP1 GBP2 GBP5 GLCCI1 GMPR GPBP1 H4C9 HAPLN3 HCG4B HELZ2 HERC5 HERC6 HOXB8 HRCT1 HSPA1L IER2 IFI44 IFI44L IFIH1 IFIT1 IFIT2 IFIT5 IL15 ILF3-DT INAFM1 INTS12 IRAK2 IRF1 IRF1-AS1 IRF7 KLK11 KLKB1 KRT25 KRT79 LINC00851 LINC00895 LINC01003 LINC01016 LINC01138 LINC01304 LRP2 LRRN4CL LYSMD2 MAGEA11 MAP3K15 MAP3K8 MASTL MIR1-1HG MIR155HG MIR9-1HG MKX MPV17L MRPL40 MX1 MX2 MYD88 NBN NCOA7 NEDD1 NEURL3 NFKBIZ NSUN7 NT5C3A NUP58 OAS1 OAS3 OASL OLIG1 OTUD1 PARP14 PASD1 PATE2 PDE4B PELI1 PHF11 PI4K2B PLA1A PLD4 PLSCR1 PMAIP1 PNPT1 PPM1K PPP1R3E PRCD PTGS2 RETNLB RICTOR RIGI RIPK2 RIPOR2 RPS6KC1 RSAD2 S100G SAMD9 SAMD9L SAT1 SECTM1 SELENOO SHFL SLAMF7 SLC15A2 SLC6A1 SMG1P1 STAT1 STON1 SYNE3 SYNPO2 TAF5LP1 TAP2 TBXT TFEC TJP2 TMEM190 TMEM217 TMEM268 TMEM54 TMPO-AS1 TNFAIP6 TNFSF10 TP73 TRAF6 TRAFD1 TRHDE-AS1 TRIM22 TRIM26 TRNT1 TTF2 UBQLNL USP42 VIT WTAP XAF1 ZBP1 ZNF214 ZNF445 ZSCAN12 GSE18791_UNSTIM_VS_NEWCATSLE_VIRUS_DC_18H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18791_UNSTIM_VS_NEWCATSLE_VIRUS_DC_18H_UP ACAD8 ACTL6A ADHFE1 ALG14 AMFR ANKRD54 APRG1 ARHGEF6 ARL2BP ATP5F1D B3GAT3 B4GALT3 BCR BMS1 C2CD2L CAB39 CAMK1 CAMK2G CASD1 CD84 CDCA7 CDCA7L CETN2 CHST14 CIITA CLTC CNPY3 COQ9 CRH CSRP1 DAAM1 DACH1 DDX56 DFFA DLG1-AS1 DMAP1 DNAAF10 DNAJC11 DPH5 DPP3 DRG1 EBNA1BP2 EFCAB14 EIF2B2 ELMOD2 ENTPD7 ERCC3 ERH EXOSC7 FAH FAM98A FBXO45 G2E3 GAS6-DT GCOM1 GFUS GPAM GPN1 GPSM2 HDAC2 HECTD1 HECTD3 HIP1 HMOX2 HOTAIR HS3ST1 HSBP1 IGF1R IL16 IL21R INPP5K INTS1 INTS7 ITGB1BP1 IVD KIAA0586 KRT6A LAMC1 LCLAT1 MAOA MBTPS1 MED22 METTL25 MILR1 MIPEP MOB3A MRPL22 MRPL41 MRPL45 MRPS18B MRPS6 MRTFB MTARC1 MTIF3 MTMR14 MYC MYOCD NACC2 NAT10 NCBP1 NCKAP5 NCOR1 NDUFA5 NDUFA8 NELFCD NIP7 NIPSNAP2 NNT NUP155 NVL P4HTM PAK2 PCBD2 PCGF6 PCYOX1 PET117 PEX11A PHAX PHF10 PIGU PITPNA PITPNM1 PKIA PLK4 PLTP PMPCA PPCDC PPIP5K1 PPP1R35 PRKDC PRPF8 PRPS1 PSMB6 PTGR1 PTK2 PWP2 RANBP10 REM2 RFC5 RFNG RIDA ROCK2 RRAGB RUNX1 SCYL1 SEH1L SIGIRR SLC24A4 SLC25A19 SLC25A3 SLC30A5 SLC39A3 SLCO2B1 SLX4 SMARCC1 SNX29 ST7 STRADB STRAP TBCD TCP1 TEX261 TGFBR2 TIAM1 TIMM17A TMEM45B TOLLIP TOMM40L TRAK2 TRAM2 TRAPPC12 TTC8 TTL TUBA4A TUBB6 UBE2NL UBE4B UBL7-DT UNC45A UNG WDR1 WDR3 WDR37 YRDC ZBED10P ZBTB8A ZFYVE19 ZFYVE21 ZNF248 ZNF251 ZNF322 ZNF542P ZNF823 ZNF850 ZPR1 ZSWIM7 ZYG11B ZYX GSE18791_UNSTIM_VS_NEWCATSLE_VIRUS_DC_1H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18791_UNSTIM_VS_NEWCATSLE_VIRUS_DC_1H_DN ACADL ACO2 ACVR2B-AS1 AGK AK5 AKNAD1 ALAD ALKBH1 ANKRD30B ARHGAP27 ARID3A ASNSD1 ATP6AP2 BACH1 BAP1 BEST4 BLTP2 BNIP1 BRWD3 C6orf141 C7orf31 CA10 CABP2 CADPS CAPN7 CCDC122 CCDC160 CCDC190 CCDC34 CCDC77 CCT7 CDC42EP3 CDH18 CDK7 CEACAM7 CENPQ CFAP20 CHRDL1 CHTOP CKMT2-AS1 CLHC1 CLMP COA1 COG3 COG7 CREB3 CRYBB2P1 CSGALNACT1 CTAGE9 CTXN3 CYLC2 DCAF13 DESI1 DGKG DHFR2 DHRS7B DHX57 DMRTC2 DNAI3 DNAJC27 DPF3 DTX3L EFTUD2 EIF5A2 ELMOD3 EMC2 ENPP3 ETAA1 FAM168B FGF13 FKTN FNBP4 FUBP3 GFM1 GIP GPATCH2L GRAMD1C GSTM5 GTF3C3 HMGB3 HNRNPM HSPA12A HTN1 HYCC2 IRAK1BP1 IRF2BPL IRS4 KAT5 KIAA0232 KIF9-AS1 LCOR LHX2 LINC00029 LINC00955 LINC02483 LINC02904 LRFN5 LRIF1 LRRC19 LRRCC1 MAP4K4 MBIP MDGA2 MECOM MED7 MEGF9 METTL3 METTL4 MIA3 MTX3 MVP MYH13 MYO1A MYO5C NAA35 NAP1L5 NDUFA5 NIP7 OPA1 OR3A2 PAFAH1B2 PCDH11X PCDH8 PCDHGB6 PGLYRP4 PI4K2B PKN3 PLAC8L1 POC5 POLI PPP2CB PRPF3 PTGFR RAB2B RAD21-AS1 RBM45 RIPK3 RIPK4 RNASEL RNF166 SCN11A SENP2 SEPSECS SERPINB4 SIGLEC6 SLC19A2 SLC20A2 SLC25A27 SLC25A3P1 SLC30A7 SLC35F1 SLIT2-IT1 SMIM8 SMPD3 SNRPA1 SNX1 SPRYD4 SPTLC2 SQOR SRR STYX SVOP TAS2R14 TBC1D31 TBX5 TEX43 TFAP2C TGIF1 TIGD6 TMEM213 TMEM72-AS1 TOR1AIP1 TRIM23 TRMT13 TSIX TTC8 UCK2 UGGT2 VPS35 VPS35L ZDHHC13 ZFYVE26 ZNF157 ZNF207 ZNF271P ZNF616 ZNF620 ZNF680 ZNF696 ZNF805 ZSCAN23 ZUP1 ZW10 GSE18791_UNSTIM_VS_NEWCATSLE_VIRUS_DC_1H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18791_UNSTIM_VS_NEWCATSLE_VIRUS_DC_1H_UP ABCC12 ABLIM2 ABTB3 ACTR3BP2 ADAM28 ADAM7 ADAMTS7 ADPRHL1 AGT AKR1B10 ANKRD33 ANKS4B ANO7 ANTXR1 AR ARHGAP42 ARMC2 ASB4 ASIC2 ATP4A ATP6V1B1 ATRNL1 B3GALT5-AS1 BASP1-AS1 BEST2 BPIFB6 BRS3 BTBD2 C1orf105 C6orf52 CACNG6 CASC15 CASP5 CASTOR3P CCDC120 CCDC181 CCDC7 CCNT1 CDH4 CELA1 CFAP74 CHTF18 CNTD1 CRLF1 CTSE CYP2C8 CYP3A7 DMD DMRT2 DNAAF1 DNAJC9-AS1 DPP4 DUOXA2 DYNC2I2 DYRK1B EFNB3 ENSG00000224090 ENSG00000247228 ESRP2 FGF12 GAL3ST3 GALNT17 GFI1B GHRHR GJA10 GLRA3 GRK7 H2BC13 HAGLR HID1 HNF1B HOXA11-AS IDO2 INO80B IQCC ITM2A JPH1 KCNA2 KCND3 KCNJ2-AS1 KIF5A KLF15 KLK12 LIF LINC00471 LINC00654 LINC00668 LINC02223 LINC02603 LINC03086 LMNTD2-AS1 LMX1A LSAMP LY6D MAP3K10 MAST4 MC2R MTURN MYL11 MYLK2 NBEAP1 NCAM1 NKX1-1 NOXA1 NPPA NPSR1-AS1 NPVF NUDT9P1 NXNL1 ODAD2 OFCC1 OR1A2 PADI4 PALM PARD3 PARVA PAX7 PCDH19 PDCL2 PDX1 PHOX2A PIERCE1 PIEZO2 PLA2G2A PLAAT5 PNMA2 PPP2R5B PPY2P PRL PRSS36 PSAPL1 PTMS PTPRF PTPRS PTTG2 RAB28P5 RAPGEF4-AS1 SAA3P SALL3 SALL4 SCN4B SDCBP2-AS1 SECTM1 SEMA3F SERTAD1 SIRPD SLC13A5 SLC25A42 SLC34A2 SLC34A3 SLC35D3 SMIM6 SMYD5 SNAP25 SPEM2 SPRR2B SPSB4 SSTR1 STAG3L1 STPG1 TAS2R5 TCN1 TEDDM1 TEX101 TEX19 TF THBS2 TIMD4 TLCD4 TLE6 TMEM38A TMEM88 TNFRSF19 TNFRSF8 TRIM67-AS1 TRPV4 TSSK1B TTC9B TTR TYMSOS UPK3A UTS2 VN1R5 WFDC12 WFDC2 WNT8B WWC1 ZNF546 GSE18791_UNSTIM_VS_NEWCATSLE_VIRUS_DC_2H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18791_UNSTIM_VS_NEWCATSLE_VIRUS_DC_2H_DN A4GALT ABCB10 ABCC6 ABCD4 ACAD10 ADAM11 ADIRF AFG3L1P AHCTF1 AHSA2P ANKRD36 ARG1 ASH1L ATG12 B3GAT2 BHLHE22 BMP4 BRSK1 BTN2A1 BVES-AS1 CAPS CCDC134 CCDC142 CCDC144CP CCDC27 CCNL1 CCT6B CDH15 CDK5RAP3 CEND1 CEP78 CHST6 CHST8 CLCA1 CLK4 CNOT4 COCH CRYGD CRYGS CSAD CSPG4BP DENND4A DGAT2-DT DMKN DUOXA2 DYNC1LI2 EBF4 ELFN1 EMC3-AS1 EPS8L1 EZH2 FABP2 FAM110D FAM133B FBXL17 FBXL19 FKBP14 FNBP4 FUZ GAREM1 GK GP1BB GPR45 GRK1 GXYLT1 HERC2P3 HNRNPH1 HOXA11-AS IFIT2 IFIT3 IGFBP5 IKBKB IRS1 KCNQ2 KCNQ4 KDM5D KLRG2 KMT2C KRT36 LCOR LIF LINC-PINT LINC00938 LINC01095 LINC02112 LINC02532 LMOD2 LRRC10B LRRCC1 MALAT1 MAN2A2 MARK3 MAT2A MC1R MEG3 METTL3 MEX3B MICAL1 MIOS MKX MPIG6B MRRF MST1R MTIF2 MTSS2 MYL6B N4BP2L2-IT2 NEAT1 NEB NPHP3 NR2C1 NR5A1 NRXN2 ODF3B OLFM4 PATL2 PCDHGA8 PCED1A PDXDC1 PIN1P1 PITPNA-AS1 PKD1P1 PKDCC POLR1B PPWD1 PRKRIP1 PRLH PRSS40A PSMA3-AS1 RAD52 RBM5 RBM6 REG1A RFPL2 RNF166 SCML1 SCNN1A SIMC1P1 SIX4 SLC24A5 SLC25A5-AS1 SLC38A5 SMAD5-AS1 SNX27 SNX29P2 SPEF1 SPIC SPTBN2 SREK1 SS18L1 ST3GAL2 ST3GAL4 ST8SIA1 STAT2 STATH STX3 SUN3 SUPT7L TEPP TEX11 TMEM132E TNR TOPBP1 TPSD1 TRA2A TRARG1 TSPAN16 TSPEAR TTC32 TUT4 UBR2 VSTM4 WNK4 ZFYVE16 ZFYVE26 ZIC1 ZNF177 ZNF333 ZNF471 ZNF473CR ZNF655 ZNF83 ZNF84 GSE18791_UNSTIM_VS_NEWCATSLE_VIRUS_DC_2H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18791_UNSTIM_VS_NEWCATSLE_VIRUS_DC_2H_UP ABO ACHE AGTR2 AGXT2 ANGPT4 ANKRD36C ANO4 APOC3 AQP1 ART5 ASF1A ASPHD1 ASS1 BCHE BTNL9 C10orf53 C7 CACNG5 CAMK2B CCDC3 CCNT1 CCZ1 CDKN2A-DT CFAP54 CLN3 CNFN CNTNAP3B COL13A1 CPZ CRB2 CRISPLD1 CSN1S2AP CSPG5 CT55 CTSE DIPK1C DNAH9 DNMT3B DSCAM EFCAB5 ELSPBP1 ENPP7 ENSG00000257176 ENSG00000284691 ENSG00000291211 FAM181A FAM229A FBXL18 FBXL2 FBXO43 FGF13-AS1 FGF16 FGFBP3 FOXF2 FRMD5 GABRB2 GALNT17 GALR3 GARNL3 GCSIR GRPR H1-1 HECW1 HELLS HNF1B HTN3 HTR3A IL13RA2 INTS5 IQUB KCNIP2 KDELR3 KIF24 KIF26A KIR2DS3 KLRC3 KRT33B KRT35 KRTAP19-1 KRTAP4-7 KRTAP5-2 KRTDAP LCN2 LEFTY2 LGALS13 LINC00052 LINC00315 LINC00652 LINC00689 LINC01354 LINC01512 LINC01530 LINC01553 LINC02901 LIPE LRFN2 MAEL MAGEA10 MAPT MECR MGC15885 MGP MIEF2 MLPH MOV10 MYG1 NALF1 NAV2 NEK2 NEUROD4 NOVA1 NPAP1 NPR2 NTM ODAD3 OPN4 OR5L2 P4HA3 PAEP PAFAH1B2P2 PARD6B PAX6 PAX9 PBX1 PBX3-DT PDCD2L PDE1A PDGFD PGK2 PLPPR5 PNPLA1 POM121L12 PPP5D1P PRB1 PRKAR1B PRSS36 PTPRT PURG RAMP3 RBM20 RFPL1S RGMA RGPD4-AS1 RGS4 RNASE11-AS1 RNF182 RNF26 RPS6KA6 SALL3 SCAMP2 SCARA5 SERTAD4-AS1 SHCBP1L SIGLEC16 SLC22A24 SLC4A1 SLC5A10 SNTG2-AS1 SPRR4 STAP2 STK32A STPG4 SULT1B1 SYPL2 TBC1D8B TMC1 TMEM177 TNP2 TRIM50 TRIM61 TSPAN18 TSPAN3 TTLL11 TUB UBE2NL USP5 VIPR2 VN1R3 VXN WNT7B ZBTB22 ZDHHC15 ZNF491 ZNF527 ZNF556 ZNF628 ZSCAN31 GSE18791_UNSTIM_VS_NEWCATSLE_VIRUS_DC_6H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18791_UNSTIM_VS_NEWCATSLE_VIRUS_DC_6H_DN ACOT9 ADAR AGAP2 AGER AIM2 AMOTL2 ANXA2R-AS1 APOBEC3G APOL1 APOL6 ARHGAP27 ARSD ATP10A BATF2 BET1 BRIP1 BRSK1 C10orf82 C17orf67 C1GALT1 CASP8 CBLN3 CBR1 CCL8 CCNA2 CD274 CELA2A CFAP73 CMPK2 CMTR1 CNP COL26A1 CSRNP1 CXCL10 CXCL11 CXCL9 CXorf38 DAPP1 DDX60 DDX60L DERL1 DHX58 DIPK1B DMXL1 DTX3L DYNLT1 EIF2AK2 ELMO2 EPSTI1 ETV7 EVPL FAM8A1 FLJ12825 FUT4 GAREM1 GBP1 GBP5 GCH1 GIMAP2 GPR180 GTF2B H1-9P HELZ2 HERC5 HERC6 HMCN2 HS6ST3 IFI16 IFI27L2 IFI44 IFI44L IFI6 IFIH1 IFIT1 IFIT2 IFIT3 IFIT5 IKBKE IL12RB1 IL15RA INKA1 IRF1 IRF1-AS1 IRF7 IRF9 ISCA1 ISG15 ISG20 JADE2 KARS1 KCNQ1DN LAP3 LGALS3BP LINC02579 LMO2 MASTL MFN1 MICB MORN1 MOV10 MVB12A MX1 MX2 MYD88 MYH7 NEXN NLRC5 NT5C3A OAS1 OAS2 OAS3 OASL PABIR3 PARP11 PARP14 PARP9 PATL1 PGAP1 PHF11 PI4K2B PIK3R3 PLSCR1 PML PNPT1 POU3F2 RAD9A RGL1 RIGI RIPK1 RNF212 RNF213 RNF43 RSAD2 RTCB RTP4 RUBCN SAMD9 SAMD9L SECTM1 SEMA4D SFT2D2 SHFL SIGLEC1 SLC25A28 SLC31A2 SMAD3 SNX20 SOCS1 SP100 SP110 SP8 SRGAP2 STARD5 STAT1 STAT2 STIMATE STOM STOML1 STX17 SWT1 TAGAP TAP1 TENT5A TGM1 TNFSF10 TNNC1 TOR1B TP53TG5 TRAFD1 TRANK1 TRIM21 TRIM22 TRIM25 TRIM5 TRIM56 TRIM69 TXNL4B UBA7 UBE2Z UBQLNL UGT2B4 UNC93B1 USP18 USP42 USPL1 WARS1 XAF1 XPO6 XRN1 ZBBX ZBED1 ZBP1 ZC3HAV1 ZNF107 ZNFX1 GSE18791_UNSTIM_VS_NEWCATSLE_VIRUS_DC_6H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18791_UNSTIM_VS_NEWCATSLE_VIRUS_DC_6H_UP ADNP2 ALB ANP32B APAF1 ARID3A ASB1 ASTE1 ATL2 ATRN AVPI1 BAG4 BCL6 BRF2 BRIX1 BTRC C15orf61 C5orf24 CCDC12 CCDC126 CCDC96 CCNT1 CELF2 CEP192 CEP85L CETN3 CHAMP1 CLP1 CTTNBP2NL DCAF16 DCAF4 DCUN1D5 DDIAS DDIT3 DDIT4 DDX20 DDX24 DDX6 DEDD2 DNAAF4 DNAJC11 DOP1A DRG1 DSTYK DUS2 EIF2B2 EIF3K EIF4ENIF1 EMSY ENC1 ESS2 FBXO45 FOSL2-AS1 FRAT2 GADD45G GLUL GMPS GNB1L GOLT1B GRPEL2 GZF1 HAUS8 HMG20A HSF2 ID2B IER5L IFFO2 IKBIP ING2 INIP INPP1 IRAG2 IRF3 ISY1 IVNS1ABP JMY KAT14 KBTBD7 KLHL8 LINC00466 LINC00698 LINC03066 LRR1 LYSMD3 MANF MED29 MED8 MEX3B MFSD5 MMS19 MRFAP1L1 MRPL10 MSH2 MTFR1 MTFR1L MTRFR NAIF1 NDRG1 NKIRAS1 NSDHL OR2B2 OSBP PCGF1 PDIK1L PGBD1 PHAX PHF13 PHF20L1 PHF23 PIAS4 PIP4P2 POLR1A POLR1C PPP1R14B PPP1R8 PREB PRPSAP2 PTPN22 PTPRE RAB32 RABGEF1 RBM27 RFC1 RNF113A RNF24 RPAIN RRN3 RUNX1 RWDD2A SAP30 SDE2 SERTAD2 SF3B3 SFN SHC4 SLBP SLC16A3 SLC16A6 SLC19A2 SLC20A1 SLC35B1 SLC39A3 SLC46A2 SLC66A1 SMAD5 SNAI3 SNX29 SPTY2D1 SRRM2 SUV39H2 TADA1 TBCC TFPT THAP12 TMEM115 TNFSF14 TREML1 TRERF1 TRIM32 TRIM35 TRIT1 TXLNG UBAC1 UBN1 UNC45A URB2 USP38 VRK1 WDR46 WDR73 WDR82 XAGE3 YOD1 ZBTB11 ZBTB21 ZBTB24 ZBTB26 ZC3H8 ZFP36L1 ZKSCAN5 ZNF141 ZNF211 ZNF223 ZNF227 ZNF292 ZNF304 ZNF317 ZNF331 ZNF420 ZNF557 ZNF566 ZNF570 ZNF609 ZNF624 ZNF627 ZNF736 ZSCAN21 ZYG11B ZYX GSE18804_BRAIN_VS_COLON_TUMORAL_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18804_BRAIN_VS_COLON_TUMORAL_MACROPHAGE_DN ACTR10 ADAM9 ANKRD53 ARFGEF1 ARHGEF10 ASAP1 ATAD2 ATIC ATP6V1H ATPAF2 AVEN BAG2 BOLA1 BZW1 BZW2 C11orf52 C2orf27A C8orf76 CA2 CACYBP CADM3-AS1 CCDC157 CCM2 CCT6A CD274 CD84 CDK5R2 CHCHD7 CHMP4C CHN1 CLEC4E COMMD5 COPS5 CPNE3 CRYBA2 CST7 CTHRC1 CYBRD1 DCAF13 DSCC1 DUXAP10 DYNLL2 E2F5 EBAG9 ECI1 EEF1B2 EEF1D EFEMP1 EIF3H ELOC ENAH FABP5 FAM91A1 FBXO25 FDPS FKBP7 FOLH1 FSHR GABRG1 GAL GCAT GFUS GMFB GPC3 GPR171 GRIN3B GSTP1 GTF3C6 HDDC2 HESX1 HOXA10 HOXA11-AS HOXA5 HOXA9 HOXD13 HSPA1A ICA1 IFI16 IFT172 IGSF5 IL24 IMPA1 INPP1 INSRR INTS10 INTS8 ITPRID2 JAZF1 KHDRBS2 KRT79 LAMA2 LGALS3 LIF-AS2 LINC01116 LSM1 LUM MAIP1 MCUR1 MED20 METTL8 MMAB MRPL13 MRPL15 MRPS28 MTHFD1 NAA30 NAALADL1 NAPRT NBN NCL NDUFAF6 NDUFS1 NIF3L1 NIN NIPAL2 NRXN3 NSMAF NSMCE2 NUDCD1 OPRK1 OSMR PABPC1 PABPC3 PBX3 PCDH20 PDE7A PDLIM2 PEX26 PHF19 PHF20L1 PINX1 PITPNB PLAGL1 PLIN2 PLN PPM1A PPP1R3B PRKRA PSMD1 PTPN4 PURPL RAB26 RAD21 RBM3 RBM45 RBP7 RDH10 REV3L RIDA RNF139 RPL30 RPL8 RPP40 SAP130 SCRIB SDCBP SGO2 SH2D1B SLC1A1 SLC25A32 SLC35D2 SLC39A4 SNTB1 STAT6 STK3 STPG2 SUGT1P3 SULT1A2 SYBU TACR1 TCEA1 TGS1 THBS4 TMEM177 TMEM64 TOP1MT TRAM1 TRIB1 TRIM38 TRIP12 TRMT12 TUSC1 TWF1 UBR5 VPS28 VSX1 WASHC5 XRCC5 YWHAZ ZFHX4 ZFPM2 ZNF366 ZNF696 ZNF775 GSE18804_BRAIN_VS_COLON_TUMORAL_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18804_BRAIN_VS_COLON_TUMORAL_MACROPHAGE_UP ABLIM2 ACVR2B-AS1 AGK AMBN AMIGO1 AMPH ANO2 ANXA3 AOC2 AP1S2 ARMCX5 ARPC1A ARPC5 ASB9 ATF6B B3GALNT1 BECN1 BEX1 BSN C3orf14 C3orf38 CALB1 CALCR CBFB CCBE1 CCDC7 CCN3 CCNL1 CD70 CDKN1C CEP41 CHCHD6 CHMP1B CNPY1 CPNE4 CRMP1 CXCL10 CXCL6 CYP26B1 DAB1 DDX60L DHX40 DLG5-AS1 DNER E2F7 EDIL3 EFS EGR3 ELOVL7 ENSG00000230707 EPHB1 EPSTI1 ERC1 ETV3 F8 FA2H FAM111A FAM32A FBXO6 FUNDC1 GATM GDF9 GNG11 GPNMB GRM8 H1-1 IFT20 IGHV5-78 IL1RAPL2 IQCB1 ITGB2-AS1 KANSL3 KCNJ4 KCNS3 KDM6A KDM6B KIF3C KIF9 KLRC4 LAMA5 LCP2 LINC00582 LINC00665 LINC00992 LINC02381 LINGO3 LMCD1 LOXL1-AS1 LPCAT2 LRRC8D LRRN1 LYPD6 MAGEA3 MAGEA6 MAPRE1 MB21D2 MFSD13A MIEN1 MOGAT1 MPP3 MSL3 MTERF2 MYEOV MYL7 MYL9 MYT1 NAP1L3 NATD1 NDUFA5 NHS NKAP NPRL2 OTUD1 PABIR1 PALLD PCDH19 PEX11B PGBD5 PIGA PIGN PITPNM3 PLK2 PMEL PNPLA8 POLR3F PPP1R9A PRRG1 PRRX1 PRTFDC1 PSG4 PSMB3 PSMC2 PTAFR PUDP PYROXD1 RAB25 RAB40C RAB9A RARA RFC3 RMC1 RNF175 RNF7 RTL9 RUNX3 S1PR3 SAAL1 SAMD5 SCN7A SEM1 SFRP1 SH2D4B SLC35A5 SLFN12 SLPI SPATA17 SRRM4 SSR4 SSTR5 ST7L STK17A STOML1 STS SYTL5 TAC1 TBC1D23 TBL1XR1 TCEAL7 TENT5C TMCO3 TMEM178B TMEM185A TMOD4 TNC TPSD1 TRAK1 TRIB3 TRMT10C TSEN15 UTY VAMP7 VGLL3 WDR1 WDR36 WDR48 ZBBX ZIC3 ZNF468 ZNF610 ZNF667-AS1 ZNF717 ZNF83 ZNHIT3 ZXDC GSE18804_SPLEEN_MACROPHAGE_VS_BRAIN_TUMORAL_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18804_SPLEEN_MACROPHAGE_VS_BRAIN_TUMORAL_MACROPHAGE_DN AADAT AARS1 ABCC6 ADAM9 AFF3 AGO2 AGPAT5 ANKRD11 ANKRD46 AP1S2 APRT ARHGEF26 ARMC1 ARMCX1 ASH2L ATMIN BACE1 BICRAL BOLA1 C16orf46 C16orf87 C2CD2 CACYBP CBFB CBS CBY1 CCNE1 CCP110 CD109 CDC40 CDH1 CDR2 CDS1 CDT1 CENPN CFDP1 CHD9 CHKB-DT CMC2 CNN3-DT CNOT1 COQ9 COX4I1 CTCF CTH CXCL12 CYRIB DCAF10 DDHD2 DDX19A DDX28 DEF8 DNAJB1 DSCC1 DTNBP1 DYNC1LI2 ECHDC2 EFEMP1 EIF3E EIF3H EIF4EBP1 EMC8 EPHA7 ERCC4 ERLIN2 ERO1B ESRP1 ETFB FABP5 FAM107B FAM201A FAM216A FUT10 GINS2 GK GPANK1 GPRC5B H2AJ HDDC2 HOXA5 HOXA9 HOXC4 HSD17B8 HSDL1 HSPH1 IDH2 IER5 IGFBP7 IKBKB IQCH-AS1 ITFG1 JAGN1 JPT2 KANK1 KATNB1 KBTBD11 KCNJ2 KHDRBS3 KRCC1 KRTDAP LCMT1 LMBRD1 LONRF1 LRRC41 LXN MACROH2A2 MAN1A2 MAP1LC3B MARVELD3 MBOAT2 MCM3 MDC1 MKRN2 MON1B MPHOSPH6 MPPE1 MRPL13 MRPL28 MRPS25 MRPS34 MRTFB MSC-AS1 N4BP2 NAE1 NAP1L3 NDUFB10 NDUFB9 NRCAM NSMCE2 OAT ORC6 PAM PCDH19 PCOLCE2 PHF20L1 PHLPP2 PLPP5 PNMA8A POLR3K PRMT7 PROSER3 PRPF3 QPRT RAB11FIP3 RARB RBL2 RBP7 RFT1 RGCC RIDA RNF139 RSL1D1 SELENOP SFXN4 SIAH1 SLC2A13 SLC39A4 SLIT2 SNRNP25 SPG7 SQLE SRD5A3 SSR1 STOML1 SULT1A1 SULT1A2 SYBU TCF24 TCF25 TENT4B TERF1 TERF2IP TMCO6 TMEM18 TMEM208 TNFRSF11A TRMU TSC22D3 TSPO TYW3 UBE2V2 UFL1 UNG UQCRB USP7 UTP4 VKORC1 XPC ZDHHC7 ZNF165 ZNF239 ZNF276 ZNF700 ZNF813 ZNF83 ZNF879 ZNF91 GSE18804_SPLEEN_MACROPHAGE_VS_BRAIN_TUMORAL_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18804_SPLEEN_MACROPHAGE_VS_BRAIN_TUMORAL_MACROPHAGE_UP ABCA8 ABLIM2 ACVR1C AGPS AKR1C1 AKR1C2 AKR1C3 ANXA2 ANXA2P2 AOC2 APEX1 APOBEC3B ARMCX5 ARRB1 ATF3 BASP1 BCL11B BCS1L BLMH BMP2 BOD1L1 BRD7P3 BUB1 C1GALT1 CALCB CASC3 CCDC150 CCL2 CCL20 CCN3 CGA CHSY3 COL27A1 CREB5 CSRNP1 CTTNBP2NL CXCL10 CXCL2 CXCL3 CXCL6 CYCS DCAF4L1 DDX24 DDX60L DHRS2 DMRT1 DNER DUSP1 DUSP16 EDIL3 EDNRB EFCAB11 EIF2B2 EIF4G3 EPB41 ETS2 FAM111A FAM177A1 FARSB FBXO34 FIGN FITM2 FOXN3 GALNTL5 GCC2 GHR GPNMB GRIK3 GRM8 GSPT2 HEXIM1 HIF1A HJURP HNMT HSPB8 ID1 ID3 IER3 IL32 JUN KCNK2 KIF4A KLHL7 KRIT1 KRT18 LGALS3 LIN7A LINC00692 LINC00992 LINC01551 LRATD1 LRRN1 LRTM2 LSM11 MAMLD1 MAP3K8 MAPK8IP1 MARCHF7 MLANA MRPS31 MSH4 MSL1 MSX2 MT1H MT1HL1 MT1X MT2A MYOF MYRIP NACAD NDRG2 NEDD4L NEK9 NFKBIA NLRP11 NRDE2 NUDCD3 OPTN PCSK1 PGR PHF19 PLAAT3 PLEK2 PLPPR1 POLR1A PPP2R2B PRKRA PRLR PRRX1 PSMB5 PSME1 PTGFR PTGS2 RACK1 RASGRF2 RHOF RHOU RIF1 RIMS1 RPL7A RRAS RTN1 SAAL1 SALL2 SAMD5 SAMD9 SAMM50 SCIN SDC4 SKA2 SLC2A3 SNAI2 SNHG10 SNX8 SPC25 SPOCK1 SRSF1 SSR4 SYNGR4 SYTL5 TAC1 TAF5 TAFA2 TCEAL7 TEX14 TFPI2 TIFA TIGD1 TMEM106B TNC TNFAIP3 TOP1 TOP2A TPST1 TRIM6 TRIP12 TRUB2 TSPAN7 TXNRD1 UBE2QL1 ULK4 UPP1 VAMP1 VAMP7 VIM VPS11 WDR48 XRCC5 ZBTB5 ZC3H8 ZCCHC12 ZFP62 ZNF107 ZNF211 ZNF674-AS1 ZNF92 GSE18804_SPLEEN_MACROPHAGE_VS_COLON_TUMORAL_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18804_SPLEEN_MACROPHAGE_VS_COLON_TUMORAL_MACROPHAGE_DN AARSD1 ABCC9 ACYP2 ADHFE1 AIFM1 AIP AK1 ALDH1L1 AMOT ANKRD37 ART1 ART3 AS3MT ASB12 ASB14 ASB2 ATP13A5 BMAL1 BOD1 BTBD1 C11orf86 C4orf54 CACNA1S CAMK2A CAMK2B CAMK2G CAVIN4 CCDC43 CDC34 CDV3 CHAC1 CHCHD10 CMYA5 CNKSR1 CORO6 COX6A2 CSDE1 CUL3 DELE1 DES DHX32 DMD DMRT2 DNAJB2 DNAJC18 DRAP1 DYNLT1 E2F6 ECI1 ECSIT EEPD1 ENO3 ESRRG FAM170A FAM83D FASTK FERMT2 FEZ2 FLAD1 FSD2 GGACT GNPAT GUCD1 H2AC18 HACD1 HJV HSPA1L HSPB8 IMMT IPO13 IPO5 ITGA10 ITGA7 JPH2 KCNA4 KCNC4 KIAA1217 KIF1B KLHDC1 KLHL30 KTN1 LPIN1 LRRC20 LSM12 MACROD1 MAP3K20 MAST2 MEF2C METTL7A MLXIP MLXIPL MLYCD MPP3 MRLN MTO1 MYF6 MYORG MYOZ3 MYPN NDUFA10 NEURL1 NNT NRAP NUDT4 NUDT9 OGFOD3 OTUD3 PABPC4 PACC1 PACSIN3 PALS1 PDLIM5 PDZRN4 PFKFB1 PGM1 PHTF2 PINK1 PITPNC1 PLAAT3 PLIN4 PMPCA PNPLA2 POPDC2 POPDC3 PPM1B PPM1L PPP1R12B PPP1R1A PPP1R3C PPP3CA PRKAA2 PRUNE1 PYGM RAB12 RAPGEF1 RBFOX1 RBM38 RCAN2 REEP1 RFK RILP RILPL1 RMDN1 RNF113A RNF123 RRAGD RYR1 SAR1B SATB1 SCN4B SEL1L3 SHARPIN SLC38A4 SLC49A4 SMAD3 SMARCD3 SMS SMTNL2 SMYD1 SNAPIN SPEG SPOCK2 ST3GAL6 STIM1 STRADB STYX STYXL2 SUPT3H SVIL SVIP SYNPO2 TARS3 TBC1D32 TEAD1 TEX2 TMCC1 TMED1 TMEM117 TMEM182 TMEM223 TPI1 TRIM54 TRIP10 TRPT1 UACA UBALD1 UCP3 UNC45B UQCRC2 URGCP USP13 USP28 USP47 VEGFB WWP1 YWHAE ZC3H8 ZFP2 ZNF2 ZNF76 GSE18804_SPLEEN_MACROPHAGE_VS_COLON_TUMORAL_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18804_SPLEEN_MACROPHAGE_VS_COLON_TUMORAL_MACROPHAGE_UP ACSBG1 ACSL5 ADAM12 ADAMTS15 ADORA2B ALG5 ALOX5 ANAPC1 AOAH APOE ARAP1 ARHGAP26 ARHGEF1 ARHGEF2 ARSG B4GALNT1 BAX BCL10 BET1L BIRC3 BRMS1 C3AR1 CALHM6 CASP8 CATSPERG CCDC137 CCL19 CERS4 CERS5 CES4A CHGA CHSY1 CIB1 CKLF CLEC4A CMTM7 CNOT9 CNPY2 COL1A1 COL5A1 COL6A1 CORO1B COTL1 CPXM1 CREB3L3 CSF3 CSK CST7 CTSC CTSV CTSW CYBC1 CYP2B6 CYTH4 DBNL DCAKD DCT DEF6 DHRS7 DKK3 DOCK2 DOCK5 DOCK8 DOK1 DUSP2 EDN2 ELN ELOVL3 ELOVL6 ESS2 FAAH FAR2 FARP1 FSCN1 GADD45GIP1 GALNT6 GIPC2 GMDS GPAA1 GPR176 GPR18 GTPBP6 GUCA1A HACD2 HLA-C HSD17B2 HSD3B1 IFI30 INHBB INPP5D ITM2C JDP2 KIF11 LIF LIMA1 LPCAT2 LPCAT3 LPIN2 LPXN LY6E LY86 LY9 MAN2B1 MANBAL MAP4K1 MAPK6 MBOAT7 MEAF6 MED11 MFAP2 MFAP4 MSMO1 MTHFS NECAP2 NEDD9 NKG7 NMRAL1 NUDT17 OLFML3 P2RY6 P3H1 PAPPA PAQR7 PCTP PDZK1 PIP4K2A PLA2G4E PLXNC1 PNPLA5 PPP1R17 PPT1 PREX1 PSME1 PSME2 PTK2B PTPN18 PTPN6 PTPRCAP PXDC1 PXMP4 QSOX1 RAB43 RAB4B RAB5C RAI14 RARRES1 RASA3 RBCK1 RCN1 RGS10 RNASE1 RNASEH2A RND1 RPS11 SASH3 SDF2L1 SEC23B SEMA4A SEMA4C SERPINH1 SH3BP2 SIRPA SLC11A2 SLC30A6 SLC35F2 SLC38A1 SLC45A3 SLC9B2 SOX2 SPARC SPATA13 SPN SRD5A3 SREBF2 SSTR3 ST3GAL4 STAP2 STC1 TAPBP TEDC1 TFE3 THY1 TLE3 TMED3 TMEM150C TMEM167B TNFAIP3 TNFRSF9 TPCN2 TRAPPC6A TRMT1 TTC7A UBXN8 UCP2 UPB1 VHL VSIR WAS XAB2 ZNF282 GSE18804_SPLEEN_MACROPHAGE_VS_TUMORAL_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18804_SPLEEN_MACROPHAGE_VS_TUMORAL_MACROPHAGE_DN AARS1 ACTA2 ADAM9 AGA AGAP3 ANKRD11 ANKRD13C ANKRD46 APOC1 APRT ASB13 ASPH ATMIN AVEN B9D1 BRK1 C2orf74 CA2 CCDC167 CD109 CD84 CDNF CENPN CENPS CFAP99 CFDP1 CHCHD4 CHD9 CHKB-DT CHMP1A CIAPIN1 CLUAP1 CTH CYB5B CYBA DDHD2 DEPTOR DNPH1 DPH6 DSCC1 DUSP22 DYNC1LI2 EBAG9 ECHDC2 EIF1AD EIF3H EIF4EBP1 ENPP2 ERLIN2 ETFB FA2H FABP5 FAM241B FAM8A1 FAXC FDPS FRRS1L FTO GGH GINS2 GK3 GLCE GNG12 GPRC5B GSPT1 H2AJ H3C10 HAGH HDDC2 HOXA5 HOXA9 HOXB-AS3 HSBP1 HSDL1 IDH2 INTS10 INTS9 IST1 ITFG1 JAGN1 JPT2 KBTBD11 KLHL29 KRTAP2-3 LAMA2 LAMA3 LEPROTL1 LGI3 LONRF1 LRIG1 LRP2 LSM1 LXN LY6G6D MAP7D2 MBTPS1 MCUR1 MLYCD MMAB MON1B MPHOSPH6 MRPL15 MRTFB MYEF2 NAALADL1 NAE1 NBN NDUFAB1 NDUFB10 NINJ2-AS1 NIPSNAP1 NQO2 NRBP2 NT5DC1 NUDT16L1 NUDT21 NUDT3 OGFOD1 ORC6 OXCT1 PCBD1 PCDH19 PCDH7 PCOLCE2 PIGV PINX1 PKP2 PLCG2 POLR3K PON2 PPARG PTGR1 PTK2 PTPMT1 QPRT RBL2 RBP7 RDH10 REXO5 RFC5 RIDA RMI2 RNF128 RNF168 RNF175 RPL13 RPL30 RPL32 RPL8 SCRG1 SCRIB SENP6 SERPINB1 SERPINB6 SH3TC2 SIAH1 SLC7A2 SLIT2 SNHG9 SPATA8 SPG7 ST6GALNAC3 SULT1A1 TANGO6 TCF25 TENT4B TIMM23 TMC5 TMEM106C TMEM14C TMEM161B-DT TMEM18 TMTC4 TRAM1 TRAPPC2L TRIB1 TRMT11 TSPO UFL1 UQCC4 UQCRB USO1 USP33 USP7 VKORC1 VPS28 WAS ZBED5-AS1 ZFP90 ZMYND11 ZNF32 ZNF468 ZNF599 ZNF600 ZNF610 ZNF700 ZNF83 ZNF91 GSE18804_SPLEEN_MACROPHAGE_VS_TUMORAL_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18804_SPLEEN_MACROPHAGE_VS_TUMORAL_MACROPHAGE_UP ABCB7 ABCG2 ACADL ACTR10 AJUBA AKR1C1 AMIGO2 AMPH ANXA2 ANXA2P2 ANXA3 ARHGEF18 ARMCX5 ATG14 BAG5 BASP1 BECN1 BMP2 BTBD7 BUB1 C10orf95-AS1 C1GALT1 CALCA CALHM5 CAMK1D CCDC51 CCN3 CDK12 CDK6 CEBPZ CHN1 CIPC CLDN12 CMSS1 CNRIP1 CNTN1 COG6 CSNK1A1 CTC1 CXCL6 CXCL8 DBF4 DCAF4 DDHD1 DHRS2 DLEU2 DNER EDIL3 EDNRB ETS2 FAM111A FAM133B FGF13 FIBIN FKBP11 FMNL2 FN1 FOXO4 FRA10AC1 GAL GAS2L3 GCC2 GHR GID8 GLCCI1 GLI3 GLOD4 GNG2 GOLGA4 GPAM GPD2 GPN1 GPNMB GPR85 HS6ST3 HYCC2 ID1 ID2 IER3 IFT52 IL6R ISL1 KCNN2 KHNYN KIF4A KLF10 KLHL5 LASP1 LINC00460 LRRN1 LYPD1 LYSMD4 MAIP1 MALSU1 MAPK9 MAX MGAT2 MIEN1 MOAP1 MRPS24 MSL1 MT1F MT1H MT1HL1 MT1X MT2A NABP1 NDRG2 NDUFA4 NDUFS7 NEDD4L NEK2 NFE2L2 NLRP11 NMU NR3C1 OPTN OXA1L PAPLN PAPOLA PAX3 PCGF5 PHLDA2 PIKFYVE PIN4 PLAAT3 PLEK2 PLEKHB2 PRKRA PROM1 PRRX1 PSMA3-AS1 PSMB9 PSME1 PSME2 PTCHD1 RALA RAMP1 RBM12 RBM26 RCOR1 RHOU RIF1 RPL36AL RPL6 RPS4X RTN1 SACS SAMD5 SAP130 SCIN SEPHS1 SEPTIN7 SGO2 SKA2 SLC2A3 SLC35D2 SLIRP SMAD7 SNHG20 SPC24 SPOCK1 SRSF1 STAT1 STRADB SYTL5 TAC1 TAF4 TCEAL7 TFPI2 TIMM9 TMEM185A TMEM200A TMEM200C TMSB15B TNFAIP1 TNFAIP3 TOP2A TRAPPC6B TRIM10 TRIP12 TTLL7 TWIST1 UBE2E3 UBE2QL1 USE1 USP24 USP42 WDR36 WDSUB1 XRCC5 ZC3H8 ZFP62 ZFR ZFTA ZNF107 ZNF365 ZNF559 ZNF621 GSE18893_CTRL_VS_TNF_TREATED_TCONV_24H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18893_CTRL_VS_TNF_TREATED_TCONV_24H_DN ABCA3 ABHD15 ABI1 ACOT8 ADAMTSL4 ADORA3 AIP AJM1 AP3B1 AP3M2 APC APLP1 APOBEC2 APOLD1 ARIH2 ARL5B ASAP1 ASH1L ASPSCR1 ATG16L1 ATG2A ATOX1 ATP11C ATP6V0B AUH B3GAT1 BANK1 BARHL1 BATF2 BCAR1 BCAS3 BCL2A1 BCORL1 BRD9 BSCL2 C19orf12 C6orf118 CCDC150 CCDC62 CDC14A CDC42EP2 CDKL4 CENPJ CEPT1 CERS5 CES5A CFAP119 CFAP410 CHD5 CHIC2 CHM CLASRP CLCN4 CLCN5 COL23A1 CPLANE1 CREB3L4 CRTAM CSF2 CWC15 CYP4B1 CYTL1 DDR1 DGKH DLX6 DNMBP DPP7 DRAXIN DYNC1LI2 EMILIN3 ENTREP1 EPS15L1 ERC1 ESRRB EXOC2 EXOC6 FAH FAM114A1 FAM171B FBXO11 FGFBP1 FUT7 FZD5 GADD45A GLI3 GM2A GOLGA2 GRK4 HEXA HPS3 IGSF9 IL21 IPMK ITGA1 ITGB1BP1 JUNB KCNS2 LARP4B LEPROTL1 LGALS4 LIMK2 LIMS4 LNX1 LRRC52 LRRC8C LTBR LYSMD3 MAF MAN2A1 MANBAL MAP7D1 MCTP1 MIR22HG MMP23B MOGAT2 MPC2 MROH1 MXD3 NAA60 NFKBID NR2F2 NRP1 NXPH3 OGFRL1 PCDH12 PDE4B PHYHIPL PID1 PITX3 PIWIL2 PLEKHB2 PLEKHH1 PLEKHM3 PLK3 POLD4 PON2 POU2AF2 POU6F1 PPP1R12C PPP2CB PPP6C PRDM6 PRKAR1A PRKCH PRKN PYCARD RAB39B RALBP1 RAP2B RCVRN RGMB RINL RNF169 RP2 RPS6KB2 RSRP1 RWDD2A SCNN1A SH3YL1 SHISAL1 SLC26A11 SLC35B3 SLC36A4 SLC66A1 SLMAP SNORD89 SP3 SPAG6 SPRING1 SSC5D STK36 SYNGR1 TAF12 TAF13 TAF8 TBC1D12 TBX6 TCEANC2 TF TFF3 TGFB1I1 TGM3 TM4SF20 TMCO3 TOB1 TRAM2 TRAPPC2L TRIM24 TSPAN17 TSPO2 UBE2B UBXN7 USP47 VAV3 WDFY4 YKT6 ZBTB2 ZDHHC2 ZFAND5 ZNF454 GSE18893_CTRL_VS_TNF_TREATED_TCONV_24H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18893_CTRL_VS_TNF_TREATED_TCONV_24H_UP ABHD14A ACLY ACTR5 AGO1 AJUBA ANAPC10 ANAPC16 ANAPC4 ANKDD1B ANTKMT AP4M1 API5 APIP ARHGAP5 ARMCX2 ASB13 ATG10 ATMIN B3GALT6 BEX4 BLTP2 BLZF1 BPHL BUB1B C12orf4 C22orf39 C2orf76 CALHM6 CCDC120 CCDC59 CDC27 CDH16 CEBPZ CEP152 CHCHD10 CHST14 CISD1 CNTRL CPSF2 CREB3L2 CRYL1 CSTB DDX28 DENND1A DHX15 DHX9 DIAPH3 DICER1 DNAJA2 DPAGT1 DPP3 DPP4 DYNC2I1 EIF2B2 EIF3F EIF3K ELMOD3 ENDOU ETFDH FBXO45 FPGS FRZB FZD4 G2E3 GABPB2 GAREM1 GAS2L3 GLRX3 GOLGA4 GP5 GPATCH1 GPATCH4 GPD1L GRPEL2 HADHA HEBP1 HMGN3 HNRNPLL HRAS IFI30 IRF4 JADE1 JPT1 KAT7 KIF18A KIFBP LETM1 LIX1L LSM12 LSM7 LUZP1 MARVELD2 MC5R METTL15 MEX3D MIS12 MLLT3 MORF4L1 MRPL10 MRPS16 MTFR1 MYL10 MYL4 MYO19 NAPEPLD NELFB NNT NPHP1 NPM3 NRGN NSA2 NT5DC3 NUDT2 NUMA1 NUP214 NXF1 OOSP2 P2RY2 PARP8 PHETA2 PIGO PPIA PRG3 PRICKLE1 PSMA1 PTAR1 PTPN11 PWWP2A RABGAP1L RASSF8 RBAK RPAIN RPL18A RPL31 RPTOR RRAD RRBP1 RTEL1 SCAF4 SCFD1 SEC24C SELP SEPTIN2 SETD6 SETDB2 SFT2D3 SLC13A2 SLC22A5 SLC25A23 SLC35B4 SMIM30 SNRNP27 SPAG4 SPATA5 SPN SPPL2B SRBD1 ST14 STAU1 STAU2 SUPT3H SYPL1 TACC1 TANC2 TANGO6 TCEAL9 TENT5A TGIF1 THRAP3 TIA1 TIMM17B TJP2 TMEM87A TMX1 TNPO1 TOR1B TRAF3IP1 TRAIP TRAPPC2B TRAPPC6A TRPM7 TTC32 TTC33 TUBE1 UBA1 VANGL2 VPS53 WDR24 YRDC ZBTB14 ZBTB44 ZC3H7B ZFTA ZFYVE19 ZMAT2 ZNF227 ZNF318 ZNF438 ZNF653 ZZZ3 GSE18893_CTRL_VS_TNF_TREATED_TCONV_2H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18893_CTRL_VS_TNF_TREATED_TCONV_2H_DN AAMDC AAMP ABHD14A ABL2 ABT1 ACLY ACO1 ADI1 AREL1 ARMCX4 ARMCX6 ATAD1 ATF5 ATP5F1B ATPSCKMT BBS12 BLOC1S5 BRCA1 BST2 BTBD3 C12orf29 CA12 CALHM6 CCDC115 CCDC122 CCDC51 CCNYL1 CEP76 CHORDC1 CHURC1 CIAO1 CLDN12 CNEP1R1 COL4A2 COMMD5 COQ6 CSNK2A2 CSTF3 CUL1 CYP4V2 DALRD3 DBP DDIAS DEPTOR DFFB DHPS DHX16 DHX32 DHX9 DLD DNAJB11 DPAGT1 DPP3 DRG2 DYNC2I1 EEF1AKMT1 EFR3A EIF4A1 EIF5A2 ELOF1 EMC2 EMSY ERO1B EXOG EXTL3 FAM172A FAM3C FANCB FANCM FASTKD5 FBXL19 FKRP FNTA FRA10AC1 FRS2 FXR1 GATA3 GATB GMCL1 GOLPH3L GP5 GTPBP3 GUF1 HARBI1 HERC2 HMGN3 HMMR HRAS IER3IP1 IMMP1L IMP4 INO80 ITPR3 KEAP1 KHDRBS3 KRT18 LONRF3 LRRC42 LSM1 MARCHF5 MARS2 MCOLN2 MEN1 METTL18 MGME1 MIS18A MLKL MLLT1 MRPL14 MRPL37 MRPL46 MT2A MYLK NAP1L4 NBN NDE1 NDUFA9 NDUFAF4 NT5C NUBP2 NUP35 NUP93 OPA1 P4HB PANK4 PDCD7 PDIA4 PDK1 PEX11A PIM3 PKMYT1 PKP4 PNO1 POLE PPIA PPM1K PPP1R8 PSMA7 PSMB4 PSMC5 PTP4A2 PUS3 PWP1 RAD18 RAI1 REX1BD RGS1 RMND1 RPLP2 RPS6KA3 RPS6KB1 RPTOR RSBN1 RTCA RTF1 SCARF1 SDHA SDR39U1 SEC11A SF3A3 SIAE SLC35C2 SMARCD2 SMIM30 SNAPC2 SNRPC SNX30 TACC1 TAF6 TCEAL1 TCF3 TDP1 THYN1 TIMM22 TLCD1 TMBIM4 TMEM129 TMEM14A TSR3 TUBA8 TUBGCP5 TUFM TUT1 TWNK UCK1 USP7 UTP15 WIPI2 YIPF5 YRDC ZBTB14 ZC3H13 ZC3H14 ZDHHC8 ZNF213 ZNF260 ZNF280C ZNF692 ZNG1B ZNHIT2 GSE18893_CTRL_VS_TNF_TREATED_TCONV_2H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18893_CTRL_VS_TNF_TREATED_TCONV_2H_UP ACTN1 ACTR3 ACTRT1 ACVRL1 ADAM10 ADK ADPRH ALS2CL ANKHD1 ANKS1A APH1B APIP ARAP3 ARHGAP1 ARPC3 ASNSD1 ASPRV1 ATAD2B ATG16L2 ATP2B3 ATP6V1E1 ATRN BIN3 BLCAP BRD7 C15orf48 C16orf54 C1D C2orf68 C7orf31 CAAP1 CAB39L CAPZA3 CAPZB CD86 CENPJ CFAP119 CHAC2 COA3 COPG2 COQ4 CYBA CYSTM1 DAZAP2 DBH DDX31 DEF6 DEPDC1B DHDDS DHRS11 DMPK DMWD DNAAF11 DNMBP DYNLT1 ECH1 EFHD2 EIF2AK1 EIF4A1 ENKD1 ETHE1 EXOC3 FMC1 G3BP2 GALC GALNT3 GARIN3 GLYR1 GMIP GNPDA1 GOT2 GPATCH8 GRHPR GSDME GYS1 HAAO HDAC10 HLA-B HMGB2 HSD11B1 IFITM3 IGSF11 IRAK3 IST1 ITGA2 ITK JDP2 KATNA1 KCNAB2 KIF21B KIF5B KPNA4 KRT33B KRT76 LAMTOR3 LASP1 LCN12 LDHC LPGAT1 MAP2K4 MAPK1IP1L MED30 MED31 MLX MOCOS MON1B MORC3 MOSPD3 MPDU1 MRPS11 MTHFS MYO1F NBEAL2 NDFIP1 NIPSNAP3A NKIRAS2 NPLOC4 NRBP1 NSUN4 ORMDL1 OSBPL2 PADI4 PAIP1 PAQR5 PARPBP PCDHGC4 PDF PDZD8 PENK PLCB3 PLCL2 PLXNC1 POLR2J POMP PPP1R42 PPP6C PRIMPOL PSMB8 PSMB9 PSMD10 PTP4A3 RAB11A RAB5A RAP2C RARS1 RASA2 RGS19 RHOH RINL RIOK1 RNF181 RUFY1 SAMD9L SEC22B SEMA7A SH3BGRL3 SHLD1 SLC16A3 SLC27A4 SLC5A11 SLC66A2 SMG8 SMIM20 SNRPC SPG21 SPP1 SRP19 ST3GAL2 ST3GAL5 STAG2 STRADB STX19 SYNE1 SYNE2 TANGO6 TBC1D8 TBP TFDP1 TGDS THOC6 TINAGL1 TINF2 TMCO3 TMEM179B TMEM216 TMEM52 TNPO1 TPD52L2 TRABD TRIOBP UBA1 UBN1 UGDH VPS26A VPS26C XKR8 YKT6 ZNF142 ZNF143 ZNF830 GSE18893_CTRL_VS_TNF_TREATED_TREG_24H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18893_CTRL_VS_TNF_TREATED_TREG_24H_DN ABCA7 ABTB1 ADAM8 ADNP AFF3 ALG2 ALS2CL ANLN ANTKMT ANXA7 AP2A2 AREL1 ARFGAP2 ARL3 ASB3 ASNSD1 ATL1 ATRX AXL B2M B3GNT8 BAHD1 BAZ2B BLTP1 BPIFA1 C11orf71 C12orf57 CALB1 CALCOCO1 CAMP CASP4 CAVIN2 CCDC181 CCL5 CCM2 CCN4 CENPJ CEP20 CHAD CHI3L1 CIB2 CLEC10A CLTC CLUAP1 CNBD2 CNTLN CREBRF CRTC3 CSTA DAAM1 DCP1B DGKG DMAC2L DMC1 DOK1 DPM1 EID1 ELK4 ELL ELMOD3 EPM2AIP1 ERN1 EXOC4 FAM110A FBXO7 FHIP1B FOXA2 GALNT18 GIMAP4 GNAS GRAMD1A GRB14 GRPR GSTA3 GUCD1 GUCY1A1 H1-2 H2BC13 HAPSTR1 HAS3 HDAC4 HECA HLA-DOA HOOK3 HOXB6 HPS5 HSD17B4 IL9R INTS6 IRGQ ISG15 ITGB4 KCTD18 KLF7 KMT2C KRCC1 KRT28 LAMC2 LCP1 LDLR LETMD1 LRTM2 LZTFL1 MBNL2 MED10 METTL25B MMRN1 MMS22L MPC1 MSMO1 MTCP1 NAPG NBAS NCOA7 NDUFA13 NEDD9 NIBAN1 NOP53 NUB1 NUDT7 NUSAP1 OSBPL3 P2RY13 PAM PARVB PBX1 PCBD2 PDE4DIP PDPR PDZRN4 PF4 PGC PIP4P1 PLPP3 POU4F1 PPIG PRKCD PRR5L PTPN22 RABGAP1L RDM1 REEP5 RLF RMND5B RNASE6 RNF168 RNF44 RUSC2 SACM1L SERHL2 SFT2D1 SFT2D3 SHCBP1L SIPA1L3 SLC12A6 SLC25A28 SLC6A9 SLC7A4 SLC9A9 SLFN12 SLFN12L SLPI SMC1A SOWAHC SPATA1 SPRYD3 SREBF2 SRSF12 STARD3 SURF1 SYAP1 SYNJ1 TAF3 TAFAZZIN TCTA TEX45 TNNI3 TRAF3IP3 TREML4 TSPOAP1 TTC17 TYK2 UBE2T UCP2 VPS28 VWA5A WDR26 WWOX ZBTB11-AS1 ZCCHC3 ZDHHC24 ZFAND4 ZFC3H1 ZFYVE27 ZMYM5 ZNF180 ZNF445 ZNF496 ZSCAN22 ZSWIM8 GSE18893_CTRL_VS_TNF_TREATED_TREG_24H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18893_CTRL_VS_TNF_TREATED_TREG_24H_UP ABCG1 ABHD10 ACVR2B ADCY5 ADNP2 ADORA2A ANP32E AP3D1 AP3M1 ARF4 ARHGAP18 ASB9 ATP13A3 BAZ1B BCL10 BICRAL BLTP1 BMAL2 C16orf86 C1orf43 C2CD4B CA10 CA5B CAMKK2 CAMKMT CAMP CARD10 CASQ1 CCDC120 CCDC191 CD300A CDH16 CDKN2AIPNL CENPW CEP19 CES1 CMTR1 COL4A2 COL6A3 CRISPLD1 CRISPLD2 CSTB CWC25 DDC DDR1 DHCR7 DHX29 DOC2B DUSP16 DUSP5 EHD4 ELOVL6 EP400 EPHX1 EPOR EREG ESYT1 ETHE1 FAM110C FAM117A FAM156A FAM167A FDFT1 FGD6 FHIP1A FOXM1 FRMPD3 GCH1 GGT1 GLYCTK GPR150 GYPC GYS1 HBS1L HDC HGF HILPDA HLA-B HMGA2 HNRNPC HOXA2 HRG HYOU1 ID2 IDI1 IFIT1 IFT74 IL17B IL18R1 INS IP6K2 IRAK2 ITPK1 ITPRIPL2 JPT2 KRT36 KRT71 KRT72 LCE3B LIMD2 LIMS2 LMO3 LPGAT1 MAPK1IP1L MCU MDM2 MED10 MFN2 MIXL1 MLX MMEL1 MOCOS MPZL2 MRPS12 MTCL1 MTERF1 MYCBPAP MYPOP NDEL1 NDST1 NIBAN2 NIPSNAP3A NLRC3 NOXO1 OGDH OLR1 OSMR OXT PAPPA2 PARP12 PATL2 PBK PCED1B PEX1 PNPO PODN PROK2 PSMB9 PTPRC PXN RABGEF1 RAF1 RAP2C RFLNA RFX5 RGS8 RHBDD3 ROPN1L RPIA RPRD1A RTN4RL1 SAMD9L SC5D SCFD2 SCHIP1 SCTR SEC22C SFXN2 SH3PXD2B SIK1 SLC10A6 SLC13A2 SLC23A3 SLC25A28 SLC30A1 SLC7A4 SLFN12 SLFN12L SNX27 SOCS4 SOHLH1 SPRY1 SPTBN2 SRXN1 SSR3 STAC3 STK4 STRN4 STYXL1 TBC1D10B TBC1D2 TBP TES THADA TMEM127 TMEM170B TMEM86B TMPRSS6 TNFRSF1A TNKS2 TRAPPC14 TULP1 UBE2N UCHL1 ZDHHC18 ZNF512B ZNF628 ZNF823 ZSWIM5 ZW10 GSE18893_CTRL_VS_TNF_TREATED_TREG_2H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18893_CTRL_VS_TNF_TREATED_TREG_2H_DN A4GALT AATK ACOT2 ACTN2 ADGRE5 ADGRV1 ADRB3 AGT AIF1 ANKRD13D AP3M2 ARAP1 ARF1 ARID5A ARRB1 ARRDC4 ATP6V0D1 AVPR2 BANK1 BATF2 BMAL2 BTN1A1 C11orf71 C12orf57 CADPS CCL13 CCNO CCT8L2 CD180 CD3E CD99 CDK17 CEMIP CFAP69 CLCN7 CMYA5 CNTN2 CPLANE1 CPT2 CSF1 DDO DEPDC1B DIO3OS DYNC1I2 EGR3 ELF4 ESM1 EVX1 EXD1 EXOC1 FAF2 FAM161A FAM163B FAM168A FAM53C FAM83F FAM8A1 FBXO10 FGF4 FNDC3B FRAT1 FURIN FUT7 GAD1 GAK GALC GPR75 HAPSTR1 HAS2 HERC6 HES3 HEY1 HGD HSF5 HSPB9 HTR1D IL2RA IRF2 ITCH ITK ITPR2 KCNE5 KLC1 KLF3 KLHDC8B KMT2E KRTAP15-1 LAMP1 LENG9 LHX5 LMAN2L LSM14A MAF1 MAN2A1 MAP1LC3B MARCHF6 MARK4 MED11 MFSD6L MGST1 MINDY3 MIR1915HG MLPH MORN1 MPP2 MROH1 MUC5B MYH9 MYO1A MYO1C NAMPT NAT8L NECAP1 NFAT5 NIPAL2 NKIRAS2 NPHS2 NUDT7 OPN1SW ORAI1 OTOR P2RX1 PAXX PGM2 PID1 PIGZ PLA2G5 PLEKHG3 PPOX PRICKLE3 PROCA1 PRR14 PRSS42P PRXL2C PXK RAB37 RALBP1 RANBP9 RARA RBM18 RBM38 RGP1 RHOG RIMOC1 RNF183 RNF38 RNPEP ROM1 RSAD2 S1PR1 SCAMP2 SELENON SEM1 SERPINB1 SERPINH1 SIRT2 SIRT7 SLC30A3 SMURF1 SNX32 SPATA6 SPG11 SPRY3 SPSB1 SQSTM1 ST3GAL4 STC1 STX6 SV2A SYT7 TAAR1 TF TIFAB TMC4 TMCO3 TMEM41B TMEM61 TMEM63B TMEM92 TRAPPC6B TRIM5 TRPC4 TRPM1 UBE2B UBL4B UBR5 UBTD1 UCKL1 USP47 VAMP4 VHL WEE2 YKT6 ZBTB7B ZFP36L1 ZNF236 ZNF319 ZNF536 ZNF784 ZP3 GSE18893_CTRL_VS_TNF_TREATED_TREG_2H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18893_CTRL_VS_TNF_TREATED_TREG_2H_UP AAK1 ABHD17A ABL2 ACADSB AGO1 AKT3 ANKRD40 APC APOE APOOL ARHGDIA ARL1 ARL5A ATL3 ATXN2 BASP1 BBX BCL7B BMP2K BMPR2 BRPF3 CACUL1 CBFB CBX1 CCS CD200R1L CD93 CDK19 CDK8 CERS6 CHD3 CHPT1 CIAO2B CLOCK CNST COX14 CTDSP2 CTSV DAG1 DAND5 DDI2 DENND11 DERL2 DEXI DGLUCY DNAJC28 EAF1 EEF1G EFCAB14 ELK4 ELMOD3 ERLEC1 ERN1 EVA1B EXOC6B EZH1 F5 FAM174A FAM199X FAM241A FAM3B FNBP1 FOXN3 FOXO1 FOXP4 FYTTD1 GDNF GFOD1 GLG1 GMCL1 GNAS GNG10 GPAT3 GPX4 GRK5 GTF3C6 HEXIM1 HIPK2 HNRNPH3 HOMER1 IL1RL1 IL22RA2 ILVBL IPO11 ITGB1 JADE2 JUN KCTD12 KLF7 LEPROT LIFR LPP LYRM4 MAGEE1 MAGI1 MAP4K3 MBD2 MCFD2 MEF2A MEF2C MGAM MGLL MINDY2 MKNK2 MTPN MTSS1 NDRG1 NHERF4 P4HA1 PAPSS1 PDE5A PGRMC1 PHC3 PHF8 PI4K2B PIK3R2 PLEKHB2 PNKD PPARD PPIF PRKAR2B PRKCB PRKX PRPSAP1 PTPN22 PURA PURB RAC1 RBM45 RCN2 RCOR3 REXO2 RHOB RNF187 RNF220 RNPEPL1 S1PR2 SAP30L SAR1A SARAF SCRG1 SDCCAG8 SDF4 SECISBP2L SEPTIN2 SESN3 SHOX2 SLC15A4 SLC23A2 SLC25A51 SLC33A1 SLC36A4 SLC41A1 SLC41A2 SLC9A9 SMARCD1 SMPDL3A SNX19 SORD SPART SPATA13 SRP54 STARD7 STING1 STX16 TAF1 TAX1BP3 TBL1X TCF4 TLR1 TMED4 TRAPPC1 TREX1 TRIM24 TRIM3 TRIO TSPAN31 TTC4 TWSG1 TXNDC15 UBE2Q1 UBR5 UHMK1 USP48 UXT VIM VIRMA VWA5A WDFY2 YBX1 ZBTB20 ZBTB41 ZFAND3 ZFTRAF1 ZMAT3 ZNF260 ZNF467 ZNF503 ZNF664 ZSCAN26 GSE18893_TCONV_VS_TREG_24H_CULTURE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18893_TCONV_VS_TREG_24H_CULTURE_DN ABCA1 ADAM17 AKAP12 ANKRD50 ARHGAP25 ARL6 ARMCX3 ARMCX4 ASAH2 ASB2 ATP8A1 AURKB BACH2 BCL3 BCL6 BCL7A BCL9 BEX1 BHLHE40 BMAL1 BMPR2 BTLA BUB1 CA2 CALCOCO1 CASP7 CBLB CCNG2 CCP110 CCR7 CD1D CD36 CD72 CD93 CDCA3 CDK6 CENPA CENPE CENPF CEP55 CERK CERS6 CFLAR CFP CHEK1 CMPK2 CNR2 CPM CSRP2 CYSLTR1 DBF4 DCLK2 DHX58 DLL1 DMPK DMWD DUSP6 EDARADD EGR3 EIF4E3 ELOVL6 EMID1 EPB41L2 ETS2 ETV5 EZH2 FAM241A FANCB FBXW10 FCER2 FCRL1 FGF13 FOXO1 FRAT2 GAB3 GADD45A GPAT3 GPRASP3 GRAP2 HAUS8 HDAC1 HIVEP3 IAH1 IFI44 IFI44L IFIH1 IFIT1B IFIT2 IFIT3 IGLC7 IL12A IL21R IL4I1 INPP1 INPP5F IRAG2 IRF7 ITGB3 KLHL14 KMO LCK LDLRAD3 LEPROTL1 LGMN LPAR6 LPCAT2 LRIG2 LRRK2 LY6E MAP7 MCOLN3 MEGF9 MMS22L MPP1 MTMR2 MX1 MX2 MYB N4BP2 NCAPG2 NCAPH NCK2 NFKBID NIBAN3 NSMF NUF2 OASL PAPOLG PBX1 PCP4 PDE2A PIK3R3 PLA2G4A PLEKHM1 PLEKHO1 PLXND1 PNRC1 POLR3GL PSAT1 PTK2B RABL3 RAPGEF4 RAPGEF5 RASGEF1B RBBP8 RELB RGS13 RIN3 RNF157 RNF213 SAPCD1 SARAF SATB1 SCAF11 SDC4 SERINC5 SH2B2 SHCBP1 SKA1 SLAMF6 SLC15A3 SLC30A4 SLC43A3 SMARCA5 SMIM3 SORL1 SPC25 SPDL1 SPNS2 SRPK3 SSBP2 STAT1 STING1 STRBP SUFU TAF5 TANC2 TCEAL8 TESK2 TIFA TIMELESS TLR1 TMEM26 TMEM64 TOP2A TREM1 TRIB2 TRIP13 TRIP4 TRPS1 TSPAN3 TSPAN5 UBE2H VAV3 VPREB3 WNT10A ZFTA ZNF513 ZNF608 ZRANB3 GSE18893_TCONV_VS_TREG_24H_CULTURE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18893_TCONV_VS_TREG_24H_CULTURE_UP ABCA3 ACAD8 ACP5 ACSS1 ADD1 ADGRE5 ADORA2A ADSS1 AFDN AFF3 AHNAK AHNAK2 AK8 AKR7A2 ANXA1 ANXA2 ANXA5 ANXA6 ANXA7 AP1S2 ARHGEF16 ARRB1 ASS1 B4GALT1 B4GALT6 BDH1 BIN1 CACNA1S CAPG CD274 CD48 CD68 CD80 CDC42BPB CHST12 CHST7 CKAP4 CRIP1 CRIP2 CRMP1 CYTH3 DKKL1 DOK2 DUSP3 EBPL ECH1 ECHDC3 EID2 EMP3 ENTPD5 EXTL1 FAM89A FAM98C FCGRT FXYD5 GART GDAP1 GIMAP4 GIMAP7 GLIPR2 GNS GOLM1 GPR137B GPR183 GPX1 GRAMD1B GRAMD4 GRB7 GUCD1 HEPACAM2 HLCS HSPB1 IGHG1 IGSF8 IMMP2L INKA1 INPP4A INTS4 ITGB1 ITGB7 ITPR1 ITSN1 JCHAIN KCNAB2 KCNN4 KCTD14 KLHL25 KLHL9 LCP2 LGALS1 LGALS3 LIFR LIMA1 LIME1 LINC01160 LITAF LMO2 LRRC75A LYSMD2 MAPK12 MARVELD1 MCU MCUB MEGF8 MXRA8 MYADM NADK NEO1 NEUROD4 NFE2 NFIX NID1 NR3C2 NRP2 OSTF1 PAFAH1B3 PARM1 PDCD1LG2 PDE8A PDLIM1 PEA15 PEPD PHYHD1 PIK3R2 PLAUR PLEKHB2 PLP2 PLSCR1 PPP1R14B PRKAR2A PRKCZ PRKX PTGER4 PWP1 RAB3B RAP1GAP RAP1GAP2 RASA3 RASSF4 RBPJ RCN3 RDH12 RFK RFX2 RGMB RHOBTB1 RINL RNASE4 RTN4RL1 RYK S100A10 S100A4 S100A5 S100A6 SBF2 SFXN3 SGK1 SIPA1L1 SIRT2 SLAMF9 SLC25A15 SLC29A4 SLC34A1 SLC39A11 SLC7A1 SMPDL3A SNAP29 SNN SORCS2 SOX5 SPACA9 SSBP4 ST6GAL1 STAC2 STX7 TAGLN2 TBC1D9 TBRG1 TCP11L2 TFAP4 TG THYN1 TJP1 TLE3 TMCC3 TMEFF1 TMEM41A TMEM51 TNFRSF13B TNFRSF1B TPD52 TPPP TUB TUBB6 TWSG1 UPB1 VIM ZBTB32 ZBTB42 ZDHHC2 GSE18893_TCONV_VS_TREG_24H_TNF_STIM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18893_TCONV_VS_TREG_24H_TNF_STIM_DN ADCY7 AIRN AKR1B1 ALDOB ANKRD26 ARHGAP20 ARHGAP42 ARMCX4 ATG5 ATP2C1 ATP5MC2 ATP5MF B3GALNT2 BIVM BPHL C15orf40 C22orf39 C3orf80 C8G CCDC28A CCT4 CD320 CD83 CDC26 CDK10 CHCHD1 CLCN2 CMTM6 CNN2 COA5 COMMD7 COTL1 CUTA DAND5 DCAF11 DENND2C DHRS7 DNAAF10 DNAH7 DNAJC14 DNAJC6 DPM3 DTNB EBPL EEF1AKMT1 EEF1B2 EEF1G EIF4EBP1 ELP3 ENO3 FAAP20 FAM13B FAM162A FAM32A FOXO1 FUNDC1 FUT1 GABARAPL1 GALC GGH GPN1 GPRASP1 GPRASP2 GPRC5D GPX1 GRAP GTPBP3 GUK1 HABP2 HCFC1R1 HEXA HIBADH HIVEP3 HOMER1 HSPE1 ICE1 ICE2 IER3IP1 IGF1R IL16 IRS4 KCNQ1OT1 KRT10 LAMTOR5 LEAP2 LY9 LZTR1 MACROD1 MAP3K21 MAPK12 MAPK14 MAPK4 MARVELD1 MASP2 MCCC2 MFF MGA MIEN1 MINDY1 MLH3 MOB1A MPC2 MPP1 MRM2 MROH9 MRPL39 MRPS15 MRPS21 MRPS33 MTRR MTSS1 NAXE NBDY NDUFS6 NLN NOXRED1 NPAS4 NPM3 NSFL1C NT5C NUDT16L1 NUMA1 OMA1 OSTC OTULINL PAGR1 PDHA1 PDRG1 PFDN2 PHTF2 PLPP1 POFUT2 POLE4 PPP1R11 PRM3 PRMT3 PRR13 PTPN5 RAD1 RAD9A RAMP1 RFK RNF151 RPGRIP1 RPL7L1 RPS11 RPS21 RPS25 RPS3 RSU1 RWDD4 SCAMP1 SCGN SESN1 SIRT7 SIX4 SLC30A3 SLC44A1 SLC9B2 SMC4 SMG1 SMIM11 SNRPG SOST SP6 ST8SIA4 STMN4 TACC2 TAF3 THOC1 THOC7 TIMM13 TIMM21 TLR7 TMEM185A TNFRSF13B TOMM7 TOP2B TRIM32 TRIM72 TSN TSPAN32 UBE2D2 UQCRHL USP24 USP50 USP53 ZBED5 ZBTB44 ZFAND6 ZMYM3 ZNF250 ZNF317 ZNF493 ZNF623 ZNF638 ZNF692 ZNF81 ZNF862 GSE18893_TCONV_VS_TREG_24H_TNF_STIM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18893_TCONV_VS_TREG_24H_TNF_STIM_UP ACTL6A AK2 APOO ARMC10 ATP5MC3 ATP5MG ATP5PO BCL2L12 BHLHE40 BOLA3 BORA BRCA1 BRIP1 BTF3 BUB3 C19orf48P C1orf131 C21orf58 CABLES2 CAD CBR1 CCDC15 CCDC34 CCNE2 CCNF CDC23 CDC25A CDC6 CDCA3 CDCA5 CDCA7 CDK2 CDT1 CENPJ CENPN CENPU CHAF1B CHCHD2 CHID1 CHTF18 CIT CKS1B CKS2 CLIC1 CMTM1 COQ3 COQ9 COX6C COX8A CRIP1 CTNNAL1 CUTA CYC1 DARS2 DBF4 DCUN1D5 DDIAS DDT DDX41 DEPDC1B DHCR24 DLAT DMAC2 DNAJC19 DUT DYNC2I2 E2F1 E2F7 EID1 EIF3I ERCC6L ERGIC3 ERI1 ERI2 ESCO2 ETFA ETFB EXOSC7 FAHD2A FAM111A FAM98B FASN FBXO5 FIGNL1 GFER GINS1 GINS3 GMNN GOT2 GSS H2AX H2AZ1 HAUS7 HELLS HIKESHI HMBS HMGB3 HPF1 HSPA14 ILF2 IPO5 ITGB3BP JPT1 KIF15 KNL1 KNTC1 LSM4 MCAM MCM2 MCM4 MCM7 METAP2 MFHAS1 MICOS13 MLLT11 MPV17 MRPL12 MRPL35 MRPL39 MRPL4 MRPL41 MRPL57 MRPS18A MRPS21 MRPS36 MSH2 MSH6 MYBL2 NDUFA2 NDUFA8 NDUFB3 NDUFB9 NIT2 NMRAL1 NSMCE2 NUDT1 NUDT21 NUP155 NUP35 PCNA PDZD11 PKP4 PLGRKT POLA1 POLA2 POLD1 PPA2 PPCDC PRDX2 PRIM2 PRKDC PSMC2 PSMC3IP PSMD13 PSRC1 PTTG1 PUSL1 RACGAP1 RAD51AP1 RANBP1 RCCD1 RFC2 RFC4 RNASEH2A RNF26 RRM1 RSL24D1 RTCB SAPCD2 SDHB SFXN4 SGO1 SKA1 SLC27A2 SLC37A4 SPC24 SPCS1 SUV39H1 TCF19 TEX30 TFRC TICRR TMEM258 TMEM97 TMPO TPGS2 TPI1 TPRKB TRAP1 TRIM59 TROAP TTLL12 TUBA1B TUBB UBL4A UFD1 UHRF1 VPS25 VRK1 ZWILCH GSE18893_TCONV_VS_TREG_2H_CULTURE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18893_TCONV_VS_TREG_2H_CULTURE_DN ABCB9 ABHD16A ABR ACBD5 ADAM9 ADGRE5 ADPRH AGPAT4 ANKRD17 ARAP2 ARL4A ARL5A ARPC1A ARRDC4 ATG4C B4GALT4 BRWD3 C3orf18 CACNB3 CCDC28B CCR7 CD40 CD47 CDKN1A CFL2 CGGBP1 CHD7 CHST12 CLIC1 CRK CRTAP CSF1 CTBS CTNNB1 CTSC CYBA CYGB DAGLA DCUN1D3 DCUN1D4 DTX3L DYRK2 EHD1 EIF2B5 ERMP1 ERN1 ESM1 ETNK1 FAP FEM1B FLT3LG FMR1 FNDC3A G3BP2 GBP2 GNA11 GPCPD1 GPLD1 GPR18 GRAMD2B GZMB H2BC5 HIF1AN HIPK2 HLA-C HLA-DMA HM13 ICAM1 ICOSLG ID2 IDH2 IFITM3 IFNG IL10 INPP5A IRF1 IRGM ISG20 ITGB2 ITPK1 JPT2 KAT2B KCNAB3 KRT80 LATS1 LDLRAP1 LPCAT3 LPIN2 LPP LRRC8A MAN1A1 MAN2A1 MAP3K5 MARK3 MGAT4A MNS1 MOSMO MYL12B MYO1C NABP1 NAMPT NCF1 NEB NFE2L2 NIN NRARP NRBP1 OAS1 OLFM3 P2RX4 P2RY14 PARP12 PCGF3 PCMT1 PDLIM4 PIK3C2A PLAAT3 PLAC8 PLCB3 PLEKHA2 PLP2 PNPLA2 PPP1CC PSMB10 PSMB8 PSME1 PSME2 PTPN1 PXN RAB12 RAB14 RAB1A RAD23B RAP1GDS1 RBM43 RFX5 RIGI RPAP3 RRAS RUNX3 SCARB2 SCOC SEL1L SEMA7A SEPTIN2 SERPINB9 SGK1 SH3GLB1 SH3RF2 SKP2 SLC19A2 SLC35B1 SLC8B1 SMURF2 SNX2 SNX9 SOCS3 SPAST STAG1 STAU1 STX12 STXBP3 SUPT16H SUSD2 SYNE2 SYTL3 TAP1 TAPBPL TBC1D2B TBCD TBX21 TGFBR2 TLR2 TMEM176A TMEM176B TMEM183A TMIE TPST2 TRAFD1 TRIM34 TSPYL4 TUBE1 TWF1 UBA7 UBALD2 UBE2J1 UBE2L6 VAMP3 VIM VPS13A VPS54 WFS1 XBP1 XPO1 ZBP1 ZBTB18 ZDHHC16 ZHX1 ZNF367 ZNF652 GSE18893_TCONV_VS_TREG_2H_CULTURE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18893_TCONV_VS_TREG_2H_CULTURE_UP ABHD5 ACADSB ACO1 ACSL3 ADAMTSL2 AEBP2 AKTIP ALKBH3 ALKBH7 ANKMY2 AP2S1 APLNR ARHGDIA ARID5A ARMC6 ARMCX3 ATP5F1E BBX BEX3 BRWD1 BSCL2 C12orf43 C19orf67 CASP6 CCDC113 CCNDBP1 CCSER2 CD247 CD300LF CD79B CDK11B CELF1 CENPN CEP152 CERS6 CHCHD7 CHD8 CLK3 CLU COX4I1 CRACD CYB5A DDI2 DHX30 DMAC2 DMAC2L DNAJC1 DNAJC3 DNAL1 DRAM1 DTNA DTX2 DUS3L DUSP10 EBI3 EEF1G EFCAB14 EPAS1 ERLEC1 FAM177A1 FAM210B FKBP1A FLOT1 FMNL2 FNBP1 FOXRED2 FUNDC1 FUT7 GAB2 GADD45G GKAP1 GNB3 GNGT2 GTPBP6 HCST HIGD1B HLCS HOXB4 HSPB9 HVCN1 HYPK IFT46 IKBKB IL12A IL15 IL22RA2 IMMP1L INIP INPP5B IPO11 IPO9 IRF2BP1 KLHL6 KXD1 LIAS LMBRD1 LMO1 LNPEP LRRC28 LYPLA1 MACROH2A1 MAP3K21 MAP3K8 MCUR1 MGAM MLLT6 MMUT MOB3C MRPL19 MRPL41 MRPS6 MTOR MYBPC3 NADK NAXE NBEA NDUFS3 NHERF2 NUDT3 NUDT9 NXF1 OLFML1 OMA1 OTULINL PAF1 PALS1 PAQR8 PDHA1 PFDN5 PGM2 PHF20L1 PHF6 PI4K2B PITHD1 PLEKHF1 PNKD POLA2 PPA2 PPIL4 PQBP1 PRELID2 PRPSAP2 RAB2B RABEP2 RASA1 RASSF8 REXO4 RHOQ RNF146 RNF165 RNF19B RPL3 RRP36 RSPH3 RSU1 SAA2 SCNN1A SDHAF2 SETDB1 SGK3 SLC16A6 SLC38A10 SPATA2L SPRR2F SREK1 SSH1 STX8 SURF1 TBPL1 TCEAL9 TENT5A TGFBI TMEM160 TMEM167B TMEM258 TMEM50A TNIK TPCN2 TPGS2 TTC33 UBA3 UBE3B UBXN6 ULK2 USP31 USP4 UXT VPREB1 VPS35L WDR24 YWHAH ZBTB18 ZBTB2 ZC2HC1A ZDHHC2 ZHX3 ZNF292 ZNF32 ZNF572 ZNF771 GSE18893_TCONV_VS_TREG_2H_TNF_STIM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18893_TCONV_VS_TREG_2H_TNF_STIM_DN ABTB1 ACVR2A ADAM8 ADCY7 ADPGK AFF4 AKAP13 AMN1 ANKRD12 APLP2 ARHGAP26 ARRDC2 ASCL2 ATAD2B ATM ATP2B1 ATP2B1-AS1 ATP9A AUTS2 BACH1 BAZ2B BCL6 BOD1L1 BRD2 BTBD7 BTG1 BTN2A1 BTN3A1 BTN3A2 BTN3A3 C1orf162 C9orf72 CAMK1D CASTOR3P CBX7 CCDC126 CCDC186 CCPG1 CD27 CD7 CDC42EP3 CEBPB CEP350 CHST2 CLK4 CNN3 CPD CREBBP CREBRF CSRNP2 CSTA CUL5 CXCR4 DAZAP2 DDX17 DDX59 DLGAP1-AS1 DNMBP EBLN2 EFR3A EPHA4 ERBIN ETV3 FAM161B FAM43A FBXO11 FGFBP2 FNIP2 FOSL2 FRY GIMAP8 GKAP1 GOLGA7 GPR155 HBP1 HECA HLA-A HLA-B HLA-G IST1 JMY KDM4C KDM7A KLF3 KMT5B LATS2 LBH LCOR LINC01138 LINC02035 LIPT1 MAP3K2 MBD6 MBTD1 MED13 MED13L MGAM MGAT4A MIR22HG MS4A1 MS4A7 MYCBP2 NBPF10 NLRP3 NOTCH2NLA NXF1 OGFRL1 OSBPL7 PAN3 PHF11 PHF12 PIK3IP1 PLAC8 PLEK PLEKHM3 PLXND1 PNPLA8 PNRC1 PPFIA1 PPP2R5C PRKAG2 PRNP PTPN12 PTPRE RAB11FIP4 RABGAP1 RELCH RESF1 RNF146 RNFT1 RRN3P2 SCAF4 SCML1 SDF4 SERINC1 SERPINA1 SLC26A11 SLC27A1 SLC35A1 SMIM14 SNX16 SNX29P2 SORL1 SSH1 STAT6 STK4 SYMPK TANC2 TAPT1-AS1 TCEAL3 TCF7L2 TCP11L2 TENT5A TET2 THBS1 THEMIS2 TLR1 TMCC3 TNFRSF14 TNRC6C TRAK1 TRAPPC8 TREM1 TRIM38 TULP3 UBL3 WDR19 YPEL5 ZBTB17 ZBTB18 ZBTB44 ZDHHC17 ZDHHC23 ZEB2 ZFAND5 ZFP36 ZFYVE16 ZFYVE28 ZHX2 ZMAT1 ZNF148 ZNF189 ZNF211 ZNF222 ZNF226 ZNF252P ZNF333 ZNF354A ZNF585B ZNF641 ZNF655 ZNF701 ZNF844 ZNF91 GSE18893_TCONV_VS_TREG_2H_TNF_STIM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE18893_TCONV_VS_TREG_2H_TNF_STIM_UP ABCA5 ABCG5 ADORA2B AFP AGFG1 AHDC1 AKR1B10 ALG11 AP1S3 ARL5A ATP2C2 AZIN1 AZIN2 BDH1 BMP8B BMPR1A BRI3BP C15orf39 C1orf21 C6orf141 CABLES2 CBX5 CCDC112 CCDC187 CD248 CD34 CDH23 CDK1 CDK18 CDK2AP1 CEP170 CEP55 CERS2 CMTM3 COMMD5 COPS7A COX18 CR1L CRELD2 CRISP2 CYB5D2 CYP17A1 DERL2 DNAJC6 DOCK3 DYNLL2 ENOPH1 ERCC1 FABP9 FAM209A FAM83F FBXL15 FEN1 FGD2 FJX1 FOXF1 FRZB FTH1 GADD45B GAS2L1 GFRA4 GFUS GJA5 GPD1L GPR151 GPR20 GRIA2 GSTO2 GUCA1B HNRNPL HOMER2 HOXA11-AS HSPBAP1 HTR3A HTR6 ICAM4 IFI30 IGSF8 IL11RA IL2RA KBTBD12 KHDRBS3 KIAA1191 KLF17 KPNA3 LGALSL LGI2 LMX1A LPCAT4 MANF MAVS MCM9 MGAM MLPH MMD MMGT1 MTFR1L MUC20 MVP MYCBPAP MYO1B NABP2 NAGPA NANOS1 NETO2 NGEF NMT1 NOPCHAP1 NUTF2 NXPE3 OPTC OR10AD1 P4HA3 PABIR2 PAX1 PCK1 PEMT PEX12 PHTF1 PI4K2B PJA1 PLXNB2 POLR2G PON3 POU3F1 PPP1R17 PRDX6 PRPS2 PRR32 PRRT4 PSMA3 PTGDR PTGFR PTTG1 RAB2A RAB35 RANBP2 RBM14 REG4 RGS16 RNF214 RNPEPL1 RORC RPL23A RPRML RTL8B S100A10 SCFD2 SECISBP2 SEMA7A SEPTIN12 SGCB SHQ1 SLC12A9 SLC16A1 SLC25A47 SLC35C2 SLC5A6 SLCO1A2 SMARCD3 SNRPA1 SPATA5L1 SPTSSB SRP68 ST6GALNAC6 STARD7 STEAP4 SYNE3 TAX1BP3 TELO2 TLNRD1 TMEM106B TMEM181 TMEM200C TMEM25 TMEM41B TMEM44 TMEM74B TMOD4 TOP1MT TPGS2 TRAPPC1 TRIM28 TRMT12 TSN TUBA8 UEVLD UPK3A UQCC2 USP21 USP34 UTS2R VKORC1 VPS8 VTN XCR1 XPC XRCC6 ZDHHC23 ZFP30 GSE19198_1H_VS_24H_IL21_TREATED_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19198_1H_VS_24H_IL21_TREATED_TCELL_DN ABCC3 ABI2 ADAM12 ADO AFTPH ALDH5A1 ALG8 AMPD2 ANO10 ANXA11 APOL3 ARAP3 ARL6IP5 ATP1B1 ATP6V0D2 BCAR3 BID BIRC3 BMAL2 BRPF1 BTG3 C11orf21 C1orf115 C1orf54 CABIN1 CARD9 CBX6 CCDC115 CCL17 CCL5 CCNA1 CCR7 CD1B CD274 CD40 CD44 CD48 CD83 CD86 CDK14 CDS1 CHST7 CR1 CSF2RB CYLD CYP1B1 CYTH4 CYTL1 DDX27 DHRS7 DIAPH1 DIPK1A DNAJC4 DNAJC5B EGR2 EHD1 EHF EMB EPOP FARSB FAS FCHO1 FCHSD2 FOLR3 G6PC3 GALNT18 GSTK1 HBEGF HK3 HLA-B HLA-G HLA-J HMGN2P46 HMGN3 HSD11B1 HTATIP2 HYAL3 IFIH1 IL2RG ISOC1 ITGAL ITGAM ITGB2-AS1 ITPRIPL1 JAML KLHL5 KYNU LGALS2 LILRA1 LITAF LPCAT4 LRRC39 LRRFIP2 LY75 LY9 MANF MB21D2 ME1 MELTF-AS1 METTL1 MICAL2 MICALL2 MID1IP1 MIR3142HG MOB3B MSC MSC-AS1 MYCL MYOF NAA25 NCF2 NFAM1 NIBAN2 NME7 NME8 NR4A3 NRROS OAS2 OCIAD1 OVOL1 PAPSS1 PDCD4 PEA15 PELP1 PEMT PHPT1 PLBD1 PLCB1 PLCD1 PLEK PLGRKT PMAIP1 POLR1B PPARGC1B PPP1R14A PRKAG2-AS2 PSME2 PSTPIP1 PTGS1 PTPRE RAP1GAP RASAL2 RASGRP1 RIPK2 RNF122 ROBO3 SARDH SEMA7A SFXN4 SIL1 SLAMF7 SLC24A4 SLC25A12 SLC25A29 SLC25A45 SLC27A3 SLC29A3 SLC2A6 SLC7A11 SNAP23 SOX4 SPINK1 SRD5A3 SRGN SRSF7 STARD7 SVIL SYTL1 TAPT1 TBC1D23 TBC1D9 TIMP3 TMEM91 TNFAIP6 TNFSF10 TNFSF13B TOR3A TP53I13 TRABD2A TRAF1 TRAF3 TRERF1 TSPAN32 TSPAN33 TTYH2 TUBA1A TUBB6 UBA7 VARS1 VILL VSIR VWA8 WDR74 XAF1 XPO6 YIF1B ZBTB46 ZFYVE16 ZGLP1 ZNF711 GSE19198_1H_VS_24H_IL21_TREATED_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19198_1H_VS_24H_IL21_TREATED_TCELL_UP ABCD1 ACAA2 ACAT1 ADAMTS10 ADD3 ADGRE5 ADRB1 AKR7A2 ALDH3B1 ANGPTL2 ANKMY2 ANKRD44 ANTXR1 ANTXR2 APCDD1 APOBR ARHGAP18 ARHGAP21 ARHGAP4 ARHGAP9 ASAP1 ATP13A2 ATP2A3 B3GNT9 BET1 BMP2 BVES CAB39L CARD10 CAV1 CAV2 CAVIN2 CBX7 CD300A CD3G CD96 CEACAM21 CLEC6A CLEC7A COG6 COTL1 CRIP2 CSF1R CTNND1 CX3CR1 CXCR2 CYB5R1 CYP4A22 DBP DES DGKA DHRS1 DHRS7 EBPL EMC2 EML3 ENO3 EPB41L2 ERO1B ESYT1 EVI2A EVI2B EXT2 FGF13 FHL1 FMO5 FPR1 FUCA1 FYCO1 GASK1B GDPD2 GOLIM4 GRHPR H1-0 HADH HFE HGSNAT HINT2 HIP1 HLA-A HSD17B4 ID4 IDH1 IRAG2 ITCH ITGAL ITGAX ITGB7 KCNAB2 KCNJ10 LCK LDB2 LIMCH1 LIPA LPIN1 LRG1 LRRN1 MAFB MAN2B1 MAPK3 MDP1 METTL22 MID2 MSX1 MTMR6 MXRA8 MYADM MYO1F NAAA NADK NCF2 NGFR NHSL1 NNT NR1H3 NRM OTULINL PAPSS1 PARVG PDLIM2 PGRMC1 PIGP PILRA PLBD1 PLCE1 PLEKHO2 PLOD2 PLVAP PLXNB2 PPDPF PPP3CA PRCP PRKACA PRKCB PRKCD PRPSAP2 PRRX2 PRXL2B PTK7 PTPRF PTPRM RAB6B RAMP1 RARG RASA3 RASD2 RASGRP4 RECK RFNG RNF130 RNF38 RUFY1 RUNX1T1 SCP2 SDHAF4 SEMA5A SH2D3C SH3KBP1 SIAE SLC40A1 SLC46A3 SMIM14 SMPD5 SMPDL3A SPNS2 SRD5A3 SREBF2 SRPK3 SSPN STAB2 STAP1 STAR STK11IP SUCNR1 SULF2 SVIL SYNE2 TCF21 TEC TECR TEK TGFB1 TGFBI TGM1 TIMP2 TLE5 TLX1 TMEM176B TMEM35A TMEM71 TNXB TSC22D1 TSPAN7 UGP2 USHBP1 UVRAG VANGL1 VAV2 WBP1 ZNF521 GSE19198_1H_VS_6H_IL21_TREATED_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19198_1H_VS_6H_IL21_TREATED_TCELL_DN ACSL5 ADAMTS4 ADPGK AEBP2 AKAP12 AKT3 ALDH1A2 AOAH APOOL ASB13 ATM ATP11A ATP6V1G1 BACH1 BBX BRI3 BST1 BYSL C11orf24 C11orf96 CACNB3 CARS1 CASP4 CCDC86 CCL4 CCL7 CCND2 CD300LF CD40 CD70 CDKN1A CDKN2B CFB CLEC4D CLIC4 COL4A2 CRYBB3 CST7 CTPS1 CXCL6 DDHD1 DDIT3 DDX24 DDX60 DNAJA2 DNAJC11 DUSP16 EIF6 EMB ENC1 ETF1 F2RL3 FANCA FAP FARSA FCGR1A FCGR3A FGR FLNB FNBP4 FOS FPR1 FPR2 GARS1 GNG12 GRAMD2B HCAR2 HDC HEATR1 HELZ2 HIF1A HK1 HMGN3 HP HSPA4 HSPD1 IFIT3 IFITM3 IL10 IL15RA IL18 IL1A IL6 ILRUN IPO4 IRF7 IRF8 IRF9 ITGA5 JAK3 JDP2 JUNB KARS1 KCNE4 KEAP1 KTN1 LGALS3BP LIPG LOX LUC7L LYVE1 MAFF MAP3K6 MARCHF5 MED9 MEFV MOV10 MRPS22 MT1E MTHFD2 MYC MYD88 NAA20 NASP NDUFAF1 NDUFAF4 NET1 NFIL3 NOC3L OGFR OGFRL1 PARP14 PAX4 PGS1 PKIB PLSCR1 PLXNA2 PMEPA1 PML PNO1 PRKX PROCR PRPF31 PSAT1 PSMB10 PSMB2 PSMB8 PSMB9 PTGES RAE1 RALGDS RARS1 RBL1 RBM43 RCN1 RHOJ RIPK2 RNF114 RRP1B RSAD2 SAMSN1 SAP30 SCHIP1 SELL SERPINB9 SH3BP2 SH3GL3 SLC39A14 SLFN12 SNRPD1 SOCS2 SOCS3 SOWAHC SPRED1 SRM SSU72 STAT3 STK39 STXBP1 STXBP3 SUPV3L1 SUSD6 TAP1 TBK1 THBS1 TIFA TIMM8A TIMP1 TIPARP TLR2 TLR6 TLR7 TMEM184B TMEM192 TOMM70 TOR1AIP1 TPST1 TSPAN3 TTC39B TUBB6 TXN UBA7 UBC UBE2F UBE2L3 UBE2L6 VDR VPS54 ZC3H12A ZNRF1 GSE19198_1H_VS_6H_IL21_TREATED_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19198_1H_VS_6H_IL21_TREATED_TCELL_UP ABCA9 ACKR1 AKAP12 ALAS2 ANKRD36BP2 APOBEC3B AQP5 ARHGAP26 ASB9 B3GALT5 B3GAT1 BAALC-AS2 BHLHE22 BIK BIRC6 BLTP2 C12orf75 C5orf47 C8orf34-AS1 CAMKK1 CARNS1 CBX6 CCKAR CD1A CD36 CDH9 CELF2 CERNA1 CFAP90 CFP CHRDL1 CMKLR1 CNBD2 CNKSR2 CNN3-DT CPEB1 CPLANE1 CSDC2 CUL9 CWH43 DLGAP3 DNPH1 EDN1 EEPD1 ENSG00000230707 ENSG00000291065 ETV5 F2RL2 FAM181A-AS1 FAM78B FAR2P2 FAT2 FCAMR FCER2 FEM1C FOXF1 GADD45A GALNT5 GCGR GCNT4 GFM1 GJA5 GLIS1 GNAL GPR52 GPR55 GREM1 HCN4 HNF1A HOTTIP HOXA1 HS3ST2 HSD11B1 HSD17B3 HTR2A IFNA21 IKBKG IL18BP KLHDC8A KRT82 LHX8 LIMCH1 LINC00163 LINC00461 LINC02685 LRATD1 LRP4 LYPD3 MAP3K19 MAS1 MCF2 MEDAG MEIOB MIR3976HG MKNK1 MLX MMP12 MMP24 MYBPH MYOZ2 NAT8 NCKAP5 NKX2-2 NKX6-2 NRCAM NRG3 NT5C1B NTNG2 NUDT16-DT OAS1 OGDH OGN OPN1SW OR1I1 OR5H1 OXCT1 PAK6-AS1 PCAT18 PCDH11X PCM1 PDZK1 PENK PHYHIPL PKP1 PKP4-AS1 PLIN1 PLPPR4 PLSCR4 POLR1A POTEM PP2D1 PPP1R10 PPP1R3C PREX2 PRR9 PRSS30P PTPRZ1 PTTG3P PVRIG PXT1 RALGPS1 RBPJL RGL1 RGS1 RIMS3 ROR1 SAMSN1 SCGB1A1 SCUBE3 SECTM1 SEMA7A SERPINB5 SGK1 SH2D4B SH3GL2 SHISA2 SLC10A4 SLC12A5 SLC22A18AS SLC5A2 SMG7-AS1 SNX13 SP6 SPATA3-AS1 SPC24 STAG3 SULF2 TAS1R1 TBC1D27P TBC1D30 TBL1Y TENT4B TEX36 TGFA THEG TMEM235 TRAJ17 TSPAN8 ULK2 VCAM1 VSNL1 WDFY3-AS2 WDR81 WNT11 ZIC4 ZNF28 ZNF43 GSE19198_6H_VS_24H_IL21_TREATED_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19198_6H_VS_24H_IL21_TREATED_TCELL_DN ABLIM2 ABLIM3 ACTRT3 ADAP2 ADAT2 ADORA3 AFF1 AHCY ALS2 ANKS1A AP2A2 APH1B ARHGAP26 ARID5B ARL8A ATF7 BASP1 BLVRB C2 C9orf72 CCDC97 CCL23 CCL26 CD180 CDC25B CEBPD CEMIP2 CEP128 CFAP97 CIZ1 CLEC3B CMKLR1 CNDP2 CNTLN CORO7 CRYL1 CSNK2A2 CUL9 DAAM2 DENND11 DIAPH2 DIP2B DPH6 DTX3L DUSP3 ENTR1 EPS15 ETNK1 ETV5 FAM91A1 FCGR2A FCGR3B FCHO2 FER FILIP1L FKBP5 FLOT1 FNBP1 FOXN2 FOXRED2 FRAT1 FRMD4B FYB1 FZD2 GATM GBGT1 GCNT1 GCOM1 GGA2 GID4 GIMAP5 GLDN GLMP GRB2 GTF2H1 H1-2 H2AC25 HELZ HRH1 HS2ST1 IFITM3 ITPKC ITSN1 JMJD1C JPT2 KDM7A KLHL12 LACC1 LARP4 LILRB5 LRRC58 LZTS2 MACROH2A1 MERTK MKNK1 MLLT1 MPP1 MS4A6E MTSS1 MXD1 MYC MYO7A NAIF1 NCF4 NUDT16 OGDH OLFML2B P2RY12 PAK2 PDK4 PDPK1 PELI1 PFKM PGBD1 PIK3IP1 PIK3R5 PIP4P1 PITHD1 PKN1 PLEKHA2 PLS1 PMP22 POR PREX1 PRKCE PSMG1 QPRT RAB42 RABGAP1 RASSF2 RBP1 RBPJ REPS2 RERE RGL1 RHOBTB1 RHOBTB3 RIC1 RIMOC1 RNF144B SAMSN1 SAP30 SDC3 SECTM1 SELENOP SERPING1 SETD2 SH3GL1 SH3PXD2B SHMT1 SIGLEC1 SLC16A7 SLC18B1 SLC46A1 SNCA SNTB2 SNX1 SNX9 SORBS3 SPATA7 SPIDR SPRED1 SRPX SSBP2 SSH2 ST8SIA4 STAB1 STARD13 STAT5A STING1 STK26 TANGO2 TBC1D14 TBC1D16 TBK1 TFCP2L1 THRAP3 TLR2 TLR5 TMEM37 TNS1 TPD52L2 TRIM14 TRIM28 TRIM32 TRIM37 TRIM47 TRPS1 TSC22D3 TSHZ1 ULK3 VSIG4 WASF1 WDFY2 YPEL2 ZBED1 ZNF395 ZNF787 GSE19198_6H_VS_24H_IL21_TREATED_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19198_6H_VS_24H_IL21_TREATED_TCELL_UP ABCC3 ACTN1 ADAM12 ADGRG2 ADO AFTPH AKR1C3 ALDH5A1 ALG8 ANXA11 APOC2 APOL2 APOL3 ARAP3 ARL6IP5 ATF3 ATP1B1 ATP6V0D2 BANP BCAR3 BCL11A BID BIRC3 BPI BSCL2 BTG3 BTN3A1 C18orf32 C1orf115 CATSPER1 CCDC18 CCL17 CCL5 CCNA1 CCR7 CD1B CD40 CD82 CD83 CD86 CDH1 CDK14 CDK5RAP1 CDS1 CEBPB CHST7 CKAP4 CPEB1 CRELD2 CYP1B1 CYP27B1 CYTL1 DBH-AS1 DIPK1A DNAJC10 DNAJC5B EDN1 EGR2 EHF EMC4 EPHB6 ERLEC1 FGD5 FOLR3 FRMD3 G0S2 GALNS GALNT18 GM2A GORAB GPAT3 GPT2 GSTK1 GUCY1B1 HBEGF HCAR3 HILPDA HLA-F HLA-G HLA-J HMG20B HSD11B1 HTRA4 ICMT IL2RG INTS6L ISOC1 ITGA6 ITGAL ITPRIP KCNAB1 KCNK13 KCNN4 KDELR2 LGALS2 LINC00622 LMLN LPCAT4 LRRFIP2 LY75 MANF MAP4K5 MARCKSL1 MBOAT7 METTL1 MFSD6 MGST1 MICALL2 MIR3142HG MYCL MYDGF NARS1 NCF2 NDRG2 NDUFB9 NFAM1 NFKBIE NR1H3 NR4A3 NUP210 OLR1 PDIA3 PDLIM7 PDP2 PHLDA3 PHPT1 PKIG PLAUR PLBD1 PLCB1 PLCD1 PLEK PLPP5 PLXDC2 PPP1R14A PPP1R16A PPT1 PRKD3 PRR4 PSME2 PSTPIP1 RAB10 RAB11FIP4 RAB5IF RAP1GAP RAPGEF3 RHOQ S100P SDF2L1 SDSL SERF1A SERPINB9P1 SERPINE1 SFT2D2 SGCB SH2D3C SIGLEC17P SLAMF7 SLC25A29 SLC25A35 SLC27A3 SLC29A3 SLC44A2 SLC7A11 SLC8A1 SLC9A7 SNAI3 SOX4 SPATA12 SPCS1 SPINK1 SRD5A3 SSR3 SYT11 SYTL1 TIMP3 TMED3 TMEM131L TMEM223 TMEM50B TMEM52B TMEM91 TNFSF13B TNFSF14 TOR3A TP53I13 TRAF1 TSPAN33 TUBB6 TXNRD1 TYW5 UBA7 VILL WNT5A ZDHHC3 ZFYVE16 ZGLP1 ZNF576 ZSCAN16 GSE19198_CTRL_VS_IL21_TREATED_TCELL_1H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19198_CTRL_VS_IL21_TREATED_TCELL_1H_DN ABCG1 ADPGK AKR1C3 ANG ANOS1 ANXA5 APBB1IP APIP APOC2 ARHGEF40 ARL4A ARL5A ARMC8 ATP6V0E1 AZI2 BIN2 BLMH BLOC1S2 BNC2 BRPF3 BTG1 C15orf62 CCDC40 CCDC9B CD58 CEBPB CELF6 CEP170 CFAP36 CHST11 CKLF CLIP4 CPD CYP19A1 DLC1 DNAAF4 DNAJC6 DNAL4 DNASE2 DOK3 DUSP1 ECHDC1 ELK3 ELL2 ERGIC1 FAM120AOS FAM89A FANCI FFAR4 FNDC3B FST FURIN GABARAPL2 GAL3ST4 GALNT2 GBE1 GCHFR GLUL GNB4 GON7 GPD2 GPR108 GPR157 GPR84 GPRIN3 GRB10 GRB2 GRINA GRN HAMP HES1 HMGB3 HTRA1 ID2 ID2B ID3 IFNGR2 IFT22 IL18R1 IRF2BPL ISCU ITGAV JPT1 KCNK13 KLC2 KLF10 KLHL29 KLHL6 KTN1 LAIR1 LDLRAD3 LIMS1 LPIN2 LRPAP1 LTA4H LYSET MAP3K2 MAPK9 MCEMP1 MFGE8 MGST1 MIR155HG MLPH MMP2 MOAP1 MTM1 NCOA4 NEK6 NFKBIA NLRP12 NUPR1 OLFML3 OLR1 OR51E1 P2RY11 PDLIM7 PEX19 PGM1 PGRMC1 PHC2 PIP4K2C PLAUR PLOD2 PLXDC2 PMEPA1 PPIF PPM1B PPT1 PRR15 PSME4 PTTG1 RAB18 RALA RASA1 RBP4 RCC2 RFFL RHBDD3 RHOT1 RIN3 RMDN2 RMDN3 RNASE4 RNF166 RNFT1 RNPEPL1 RWDD2A S100A10 S100A11 SAT1 SELENOH SERPINE1 SH3BP4 SKI SKIL SKP1 SLC16A10 SLC16A6 SLC19A2 SLC31A2 SLC43A2 SLC46A2 SLC7A7 SLC8A1 SLCO2B1 SMAD7 SNAI3 SNTB1 SNX10 SOCS6 SPRING1 SPRY1 SSH2 STT3B STX6 SYS1 TANC2 TBC1D16 TESK2 TFEB TGFBR1 THEM6 TLE3 TMEM144 TMEM51 TMEM52B TREM1 TRPT1 TTC7A TULP4 TYRO3 UBL7-DT UBXN2B USP9X VSIG10L WNT5A ZMIZ1 ZMYM6 ZNF281 GSE19198_CTRL_VS_IL21_TREATED_TCELL_1H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19198_CTRL_VS_IL21_TREATED_TCELL_1H_UP ABCG5 ACOX1 ACTL10 ADAMTSL5 ADSS1 AKR1C3 ALDH2 ALOX5AP AMIGO2 APOC1 AQP10 ATP6V1E2 BAIAP3 BAZ2A BIN2 C12orf56 C12orf60 C22orf42 C4orf47 CA13 CCDC120 CCDC9B CDH2 CDK15 CEBPA CFHR2 CHMP4C CMTM2 CNIH2 CNNM2 CRTC3 DCAF4 DEFT1P DEGS2 DENND11 DIO3OS DNAH17-AS1 DNAJC6 DNASE2 DSCAM-AS1 DSCR10 EFNA4 EFNB3 ENSG00000243818 ENSG00000258525 ENSG00000267882 EPHA7 EPM2A ERCC6 FAM83G FGD5 FMO5 FOXP4 FST GALNT10 GBGT1 GCHFR GLI4 GPR137C GXYLT2 HABP4 HAMP HAPLN1 HBEGF HDGFL1 HHIP-AS1 HPN HRC ID2 ID2B ID3 INA INGX INMT INSL6 KATNAL2 KCNAB1 KCNJ2 KCNK17 KCNQ5 KLHL4 KLRC4 KRT6A LACRT LEFTY2 LINC00529 LINC00635 LINC00661 LINC01144 LINC02880 LINC02961 LIPI LRRC39 LSM11 LZTS2 MAGI1 MAGI2-AS3 MAP3K20-AS1 MAP4K1 MINK1 MIR1-1HG MMRN1 MOXD1 MRNIP MRRF MSN MTHFD1L MTMR11 MYF6 MZF1-AS1 OCEL1 OCIAD2 OR6B1 OR7A17 OSBPL1A PADI2 PALD1 PARP15 PCDHA5 PCGF3-AS1 PCNX2 PDLIM7 PGA3 PHF7 PHLDA3 PKD1L1-AS1 PLK1 PLPPR2 PMEPA1 POLL PTPRN RAB9B RAG2 RASGRF2 RBL2 RENBP RIBC1 RMDN3 RPL10P17 RSPO4 SCMH1 SCN4B SERPINA12 SH2D3C SH3BP4 SKI SKIL SLC25A22 SLC38A11 SLC46A2 SLC6A4 SLC7A7 SLFNL1 SMAD6 SMAD7 SNAI3 SNORD114-3 SORL1 SPANXA2-OT1 SPATA17 SPIN1 SPIN4 SPOCK1 SYCP2 SYNE3 TAS2R50 TBC1D22A-AS1 TCERG1L TCF7L2 TEX26-AS1 TEX35 TFDP3 TLR7 TMEM100 TMEM213 TMEM252 TMEM92 TRPM3 TTF1 UBXN1 ULBP1 USP11 USP54 VN1R2 VSIG10 WDFY2 XIRP2 ZBTB8A ZKSCAN7 ZNF225-AS1 ZNF229 ZNF440 ZNF480 ZNF713 ZSCAN2 GSE19198_CTRL_VS_IL21_TREATED_TCELL_24H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19198_CTRL_VS_IL21_TREATED_TCELL_24H_DN ABCA1 ABHD8 ABI3BP ACAA2 ACAT2 ADIPOR1 ADIPOR2 AK1 AK3 ALDH2 ALDH9A1 ANGPTL2 ANKH ANKMY2 ANKRD44 ANP32A AP1G2 APOBR ATP1B1 ATRAID C16orf89 C2orf76 CAPNS1 CARD10 CAV1 CAV2 CAVIN1 CCR9 CD74 CD84 CDC25B CDC42SE2 CDC7 CHST12 CLEC4A CMBL CNTLN COG6 COL1A1 CORO1A CPEB2 CRLF3 CSRP2 CTNND2 CXXC5 DAG1 DAP DDRGK1 DEPTOR DERL1 DOCK2 DOCK5 DUSP3 ELK3 ETFBKMT EVI2B FAM193B FAM76B FBLN5 FBXL8 FCER2 FMO5 FXYD5 GALNT1 GALNT10 GAS6 GASK1B GPI GSN GSTM5 HACD4 HAUS8 HDAC5 HEXB HEXIM1 HIGD2A HLA-DRB1 HSD11B1 IGFBP3 IL11RA INPP4A IRAG2 ITGA6 KCNJ10 KIF1C KLRD1 LACTB LAMTOR4 LDB1 LDLRAP1 LMO2 LOXL1 LRBA LTA4H MAPK11 MAPK3 MAST3 MBP MCFD2 MED7 MEF2D MFAP3 MFGE8 MGLL MICAL1 MKNK2 MMP12 MSH2 MSH6 MTSS1 MXD4 MYL12B NBEAL2 NCBP2AS2 NCOR1 NDST1 NDUFB11 NDUFS5 NRM NRP1 NT5C OARD1 PACS1 PAPSS1 PARD6G PARP16 PCYOX1 PDE2A PDPK1 PIGC PIP4K2A PITPNC1 PKD1 PLEKHG2 PNPLA7 PODXL PPARG PPP1CC PRKACA PRKCB PTGR1 PTPRS RAB3IL1 RABAC1 RAI1 RAMP1 RAMP2 RGS2 ROMO1 RPN1 RPS6KA1 S100PBP S1PR4 S1PR5 SELENOH SGCE SIAE SIDT2 SLC45A3 SLC48A1 SLCO2A1 SMC4 SMIM14 SMIM19 SNRNP25 SOX17 SPRED2 SPTBN1 SREBF2 SUMO3 TGFB1 THAP11 TIAM1 TLE5 TMEM176B TMEM71 TNFRSF17 TNK2 TPCN1 TPRA1 TPRG1L TRAPPC2 TRIM41 TSC22D1 TSPAN13 TSPAN32 UHMK1 ULK1 ULK2 UNC119 USHBP1 VKORC1 VPS41 WDR45 YPEL3 ZFHX3 ZMYND11 ZNF521 ZNF7 ZSCAN26 GSE19198_CTRL_VS_IL21_TREATED_TCELL_24H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19198_CTRL_VS_IL21_TREATED_TCELL_24H_UP ADAM9 ADAMTS4 ADM ADPRM AKAP12 AKT3 ALDH1A2 ANGPT2 ANXA4 ANXA7 ARIH2 ATF3 ATP11A AVPR1A BATF2 BATF3 BCL2L14 BCR CA13 CARS1 CCDC137 CCDC86 CCL13 CCL4 CCL7 CCN2 CCNB1IP1 CCR7 CD200 CD40 CD70 CD83 CDH5 CDKN1A CEBPG CEMIP2 CHAC1 CP CSF3 CTTNBP2NL CX3CL1 CXCL11 CXCL2 CXCL3 CXCL9 CYTH3 DDIT3 DDX49 DR1 DUSP10 DUSP16 EBNA1BP2 ECE2 EDN1 EGLN2 EIF2B5 ELP5 EMP1 ENC1 ERRFI1 F2RL3 FKBP5 GADD45B GADD45G GARS1 GBP2 GBP4 GRAMD4 GTF2F1 GZMB H6PD HIF1A ICAM1 IFI44 IFITM3 IFNG IFRD1 IFRD2 IL10 IL15RA IL1A IL1RN IL6 INHBB INPP5B ITGA5 ITGAV JDP2 KARS1 KPNA3 KPNB1 LARS1 LITAF LOX LYVE1 MAFF MAP3K6 MBTD1 MERTK MMP13 MMP20 MMP3 MOAP1 MT1E MT2A NAA15 NECAP2 NFE2L2 NFIL3 NIBAN2 NMB NMT2 NOLC1 NR1I2 NRF1 NSUN4 OAF ODC1 PDE4B PDK4 PEX11A PHC1 PLA1A PLAGL1 PLIN2 PLK2 PMEPA1 PROCR PRPF31 PSMA2 PSMA7 PTPN22 PUM3 RAB8B RAMP3 RARS1 RBMS2 RFFL RGS1 RHOB RHOJ RND3 RNF115 RNPS1 SAA2 SAV1 SBDS SCHIP1 SCT SDHAF1 SEMA3A SERPINB9 SERPINE1 SESN1 SH3GL3 SIN3A SLC27A3 SLC39A14 SLC3A2 SLC7A2 SOCS2 SOD2 SPHK1 SPRY1 SPSB1 STAB1 STING1 SUSD2 TAX1BP1 TFPI2 TGM2 TIMM8A TIMP1 TIMP3 TMA16 TNF TNFAIP2 TNFRSF4 TNIP1 TNIP2 TOMM70 TREX1 TRIB1 TSC22D3 TTC39B TXNRD3 UBALD2 UBC UBD UBE2G1 UBR4 UPP1 VDR WIPI2 WWOX XDH ZC3H12A ZC3H12C ZNRF1 ZWINT GSE19198_CTRL_VS_IL21_TREATED_TCELL_6H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19198_CTRL_VS_IL21_TREATED_TCELL_6H_DN ABLIM3 ADAM9 ADAP2 ADORA3 ALOX15B AMDHD2 AMIGO2 AP2A2 ARID5B ARL8A AZI2 BIN2 C1QB C2 CAPN1 CCDC97 CCL26 CD180 CELF6 CERS2 CMKLR1 CNDP2 CRYL1 CSNK2A2 CUEDC1 CYP19A1 CYTH3 DAAM2 DDX24 DHDH DIP2B DIRC3 DTX3L DUSP1 DUSP3 DVL2 ELL2 ENTR1 EPS8 ERC1 ETS2 FAH FANCI FBXO34 FCGR3B FCHO2 FKBP5 FLOT1 FMN1 FRAT1 GAB2 GAB3 GADD45B GBE1 GBGT1 GGA2 GLDN GLMP GLUL GNPDA1 GTF2IRD1 H2AC25 HECA HMGB3P1 HTRA1 HYLS1 IGFBP4 IL10 IL18R1 IRAK3 ITSN1 KDM7A KIF13B KIF16B LACC1 LARP4 LDLRAD3 LHFPL2 LILRB5 LINC01003 MACROH2A1 MAML2 MAN1A1 MAP3K21 MAP3K8 MERTK MFSD1 MOAP1 MPP1 MS4A6E MSL2 MTMR4 MYO7A N4BP1 NUPR1 P2RY12 PALS1 PARP15 PCED1B PDK4 PELI1 PER1 PIK3C2A PIK3IP1 PIK3R5 PITHD1 PLEKHA2 PLEKHB2 PLEKHO2 PLOD2 PLS1 PMP22 POR PREX1 PRUNE1 PSME4 PTGR3 QKI RAB5B RADX RALGDS RASA1 RASSF2 RDH10 RGL1 RHOBTB1 RIMOC1 RLF RMDN3 RNASE4 RNF135 RNF168 RNF38 RPL37A RUFY1 SAMSN1 SAP30 SAT1 SC5D SECTM1 SEPTIN10 SETD2 SGK3 SH3D21 SH3PXD2B SHMT1 SIGLEC1 SKI SLC16A10 SLC31A2 SLC7A7 SNCA SNTB2 SNX1 SNX27 SOCS6 SPRING1 SRPX SSH2 ST8SIA4 STARD13 STK26 STK40 STX6 STX7 SUSD1 TAF6L TAGAP TANGO2 TBC1D14 TBC1D16 TCF12 TFCP2L1 TFPI THRAP3 TLE3 TLR2 TLR5 TMEM198B TMEM37 TNS1 TOPORS TPD52L2 TPST1 TRIM37 TSC22D3 USF2 USP54 VAV3 VSIG4 VWA5A WASF1 WDR81 YPEL2 YTHDF3 ZBTB16 ZFYVE21 ZNF395 GSE19198_CTRL_VS_IL21_TREATED_TCELL_6H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19198_CTRL_VS_IL21_TREATED_TCELL_6H_UP ADAT2 AFF1 AHCY AIF1 ANKS1A ARAP2 ARHGAP4 ARHGAP45 ARL2 ATM ATP5F1B ATP5F1D ATP8B4 BCAR3 BIRC3 BLVRA BLVRB BTF3L4 BZW2 C9orf72 CAPNS1 CBR3 CCDC85B CCL13 CCL23 CCT3 CD209 CD33 CD48 CDC123 CDK6 CHST15 CLIP2 CMAHP COQ8A CORO1A CSF2RB CUL9 CXCL2 CYC1 CYSLTR1 CYTH4 DAGLA DAP DARS1 DCLRE1B DCTPP1 DGLUCY DHRS9 DNPH1 DTD1 EHD1 EHD4 EMB EMILIN2 ENTPD6 EPOP EXT1 FAR2 FCER2 FCGR2B FIGNL1 FIS1 FLI1 FNBP1 FRMD4B GALK1 GATM GGTA1 GIMAP5 GINS1 GMFG GNAI2 GPI HCST HLX HRH1 HSPA6 IDH3G IFI16 IFITM2 IFITM3 IL10RA IL18BP IL2RG IMP4 INPP5D IPO4 ITSN1 JAML JPT2 JUP LILRB2 LRRC25 MAP3K1 MARCHF1 MCM6 METRNL MGRN1 MIF MLLT6 MOB1A MOB3C MPEG1 MPP1 MRPL15 MRPL24 MYC NABP1 NAIP NAMPT NCF4 NDUFV1 NECAP2 NME1 NOB1 NRP2 NRROS NUCKS1 OAS2 OGDH OXCT1 OXLD1 P2RY12 P2RY13 P2RY14 PAPSS2 PARL PDCD4 PDLIM2 PFKM PFKP PHTF2 PIGX PIK3R6 PLEK POLD2 PPARGC1B PRDX4 PRKACB PRMT1 PRSS23 PTPA QTRT1 RAB33A RAN RBPJ RCSD1 RNF125 RNF128 RNF144B RUVBL1 SCARB1 SCFD2 SECTM1 SELPLG SETD7 SFXN4 SIGLEC1 SLC16A7 SLC25A12 SLC25A5 SLC46A3 SLCO3A1 SLITRK4 SNAP23 SNU13 SNX6 SOGA1 SRI SRM ST3GAL5 STING1 SUCLG1 SULF2 SYNE1 TBC1D14 TBC1D2B TBCB TCF4 THOC1 TMOD2 TNFAIP2 TNFRSF1A TNIP1 TRAF3 TRAP1 TRERF1 TRIM32 TSPAN4 TTYH2 TUBA1A TUBB TXN2 UBAC1 UROS VARS1 WASF2 XPO6 XXYLT1 GSE1925_3H_VS_24H_IFNG_STIM_IFNG_PRIMED_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1925_3H_VS_24H_IFNG_STIM_IFNG_PRIMED_MACROPHAGE_DN AADAC ABCC5 ABL1 ADCY6 AFF1 AFF4 ANAPC16 ANKRD1 APC ASF1B ATP6V1G1 AUH AURKA AXIN1 BIRC5 BPGM BTG2 BUB3 C9orf40 CAPN3 CASP6 CBX1 CBX5 CCND3 CD4 CD47 CD80 CDC123 CDC42EP4 CDC42SE2 CDCA8 CDK9 CDKN2AIPNL CDKN2D CFAP20 CHMP3 CHTF8 CIDEA CLTB COCH COMMD5 COX17 COX7A2L CRK CRKL CRYL1 CTDSP2 CTSV DHRS1 DHRS4 DNAAF5 DNAI4 DNAJB1 DNAJC9 DNMT1 EIF1 ELAVL3 ENDOU ENTPD5 ETS2 EXOSC4 FAM216A FAM8A1 FBLN2 FBXO21 FLNA FRAT1 FUS GCLC GLA GRPEL1 GSN HES6 HIBADH HMGB2 HNRNPH3 HNRNPU HPCAL1 HS3ST1 IL10 ILVBL ING1 INSIG1 INTS14 INTS5 INTS7 IP6K1 ISCA2 IYD KCNJ15 KPNA2 KRT13 LIG1 LIPA LLGL1 LRBA MAD2L1 MAP2K4 MAZ MDM4 MED20 MELK MIDN MIF MIF4GD MR1 MTCH1 MTCP1 MYCBP NAA38 NEK2 NELFCD NFE2L2 NFYC NHERF1 NID2 NSDHL NUP107 NUP35 NUP50 OAT OPRL1 P2RX1 PCYT1A PDE1C PEX7 PGP PITPNC1 POLA1 POLE3 POM121 POPDC3 PPIF PRC1 PRPF39 PRPS2 PTCRA PTPRF QSOX1 RAC1 RAG2 RELL1 RGN RHOH RPL10 RRAGD SBNO1 SCP2 SEMA3E SLC11A2 SLC23A1 SLC23A2 SLC39A9 SLC6A15 SMYD1 SPA17 SPAG7 SPCS2 SRCAP SRP9 SSX2IP ST8SIA3 STK38 STMN1 STRA8 TAF8 TAP2 TBR1 TCF4 TEX261 TFEB TGFB2 THOC3 TIMM23 TM2D3 TMEM11 TMEM266 TNRC6A TOP2A TPK1 TRIAP1 TUBA1B UBALD2 UBE2B UBE2S UBL5 UCK1 UGP2 ULK1 UNC50 UROS VPS4A WDHD1 WDR48 WRNIP1 YIPF1 ZFP36 ZNF398 ZNF467 ZWINT GSE1925_3H_VS_24H_IFNG_STIM_IFNG_PRIMED_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1925_3H_VS_24H_IFNG_STIM_IFNG_PRIMED_MACROPHAGE_UP ABCB10 ACP3 ACYP1 ACYP2 ADGRG1 ADPRH ADPRM AGRN ANAPC16 APIP ATP6V0B AXIN2 BEX4 BTC C19orf12 C9orf85 CAPN3 CAPRIN2 CASP6 CCL25 CCNB1IP1 CCNDBP1 CD3D CD3G CDKN1A CDR2L CDX2 CELSR1 CHCHD5 CLDN1 CLEC16A CLK2 CNGA1 COMMD5 CSNK2A1 CST3 CXADR CXCR4 CXXC5 DDHD2 DDX19B DENND5A DHRS3 DHRS7 DICER1 DNAAF10 DNASE1L1 DPP7 DPP8 ELOA EMP1 ENO2 EPHA2 EPHB6 EPS8 ETAA1 EVL FAH FBP1 FOXB1 FOXD1 GAB1 GALNT11 GALT GAS8 GFER GLRX GNB4 GNG10 GSTK1 HAL HARS1 HES5 HSBP1 HSD11B1 IKBIP IMMP1L INPPL1 IQGAP1 ITGA6 ITGAL JARID2 JTB KDELR3 KIF3A KIFAP3 KLF10 KLF13 KLHL7 LAPTM4B LDHB LGALS4 LGALSL LIMD1 LMO4 LSM14B LTK MAGED2 MAP3K12 MAPK10 MAPRE1 MCAM MCCC1 MCL1 MED1 METAP2 MMP11 MMP14 MRPL35 MTM1 NDUFS2 NEK1 NFKBIA NGRN NIPSNAP2 NKIRAS1 NMRK1 NPL NUP50 NXF1 ORM1 PACRGL PADI4 PAWR PBX3 PEG3 PFKM PKD2 PKIA PLOD3 PPP1R21 PRDX4 PROS1 PSMB1 PTGR1 PTP4A3 PTTG1 RAB3D RAB4A RBM39 REEP1 RELL1 RETSAT RNF14 RNF19A RPTN RRAGD RTL6 S100A13 SATB1 SBF2 SCG5 SETD4 SGCB SIGMAR1 SLC26A2 SLC30A1 SLC39A8 SLC44A1 SLC66A3 SLC7A7 SMYD1 SPIB SPSB1 SRPK2 SUCLG1 SYT9 TAGLN2 TBC1D14 TBCE TGDS TLR6 TMCO1 TMEM106C TMEM230 TNFRSF18 TPMT TRABD TRIM27 TRPV2 TSEN15 TUBGCP4 TYRO3 UBA5 VCL VCP WDFY2 WDR83OS WLS WNT5B XPNPEP1 ZBTB20 ZCCHC3 ZFP14 ZNF22 ZNF23 ZNF354A ZNF600 ZNF865 ZRANB1 GSE1925_3H_VS_24H_IFNG_STIM_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1925_3H_VS_24H_IFNG_STIM_MACROPHAGE_DN AATF ACTR2 ACTR8 ADAT1 ADD1 AEN AKR1C3 ANKRD36BP2 APOA2 APOB APPL2 ARPC1B ASAP1 ATP6V1C1 AXIN1 B3GNTL1 BCL2L1 CA8 CALM3 CCDC40 CCNI CCR7 CCT6B CD27 CDK18 CENPB COCH CPSF7 CR2 CRYZL1 CXXC1 CYTL1 DARS1 DCAF1 DCAF8 DDB2 DDX4 DGKA DNMT3B DZANK1 EIF2AK1 EXO5 FAM171A1 FAM193B FAM215A FBXO7 FDXR FEZF2 FKBP4 GPR137B GRK3 GSTK1 HAGH HGS HIPK2 HIVEP3 HMGB3P30 HMGN2 HSD17B3 ID3 ID4 IER2 IFI27 IFI44L IFI6 IFIT1 IFIT3 IFITM3 IFNGR2 IL4R IQCH ISG15 ISG20 ITGB7 ITGB8 KATNA1 KDM4D KMT2D LGALS3BP LOXL1 LRIT1 MAGEB1 MAGOH MAN1B1 MAP2K5 MAPRE2 MARK3 MCM4 MCRS1 METAP2 MFNG MOG MRPL44 MRTFA MX1 MX2 MYBBP1A MYL6 MYLK3 MYRIP NACA NBR2 NCAPG2 NELFA NFYC NOD1 NSD2 NSUN6 NUBPL OAS2 OAS3 OGFOD1 OR2J2 OR2W1 OSGEP OTUD3 PCLAF PCSK7 PGP PHC2 PIEZO2 PILRB PLEKHO1 PLSCR1 PLSCR2 PMS2P2 POMZP3 PPP6R2 PRKAB1 PRKAG2 PSMC4 PTPRA RANBP3 RANGAP1 REX1BD RHOH RMND1 RNASET2 RNF123 RNF31 RPL27A RPL35 RPS14 RPS17P5 RPS18 RPS25 RPS6KB1 RSAD2 S100A11 S100A4 SAMD4A SATB2 SCAP SCML2 SEMA3G SEMA4F SEMG2 SENP7 SIRT5 SLC25A16 SLC26A4 SLC27A3 SMARCA5 SNRNP35 SNX16 SOX14 SPTAN1 SRGN STAT4 STEAP4 STX17 STX7 SYCP2 TAF12 TCEA1 TFCP2 TM9SF2 TNFAIP6 TNRC6B TOM1L1 TRA2A TRIM16 TRPM1 TSPAN12 TUBB4B USP18 USP6NL UTP20 VIM WASF2 WBP11 WNK1 ZNF195 ZNF222 ZNF551 ZNF580 ZNF688 GSE1925_3H_VS_24H_IFNG_STIM_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1925_3H_VS_24H_IFNG_STIM_MACROPHAGE_UP AARS1 ACOT8 ACSL1 AKR1A1 AKR1C2 ARID5B ASCC1 ATP2B4 BFSP2 CASP9 CCDC170 CCNB1IP1 CD163 CD40LG CDH13 CEP104 CHML CHRNA5 CIDEC CNOT1 COA4 COG5 COL19A1 CORO1C CPA2 CPA3 CRYBB2P1 CYP19A1 DARS1 DCX DEFA4 DEFB126 DIRAS2 DKK2 DKK4 DNAI4 DRAM1 DSTNP2 DUOX1 DUS4L DUSP1 EMC9 EML1 ENAH EPPK1 ERAL1 EVPL FAM149B1 FAM184A FAM90A1 FARP2 FKRP FLVCR2 FTL GARNL3 GOT1 GOT2 GPR50 GPX5 GRIK1 GRP GS1-600G8.3 GYPB H2AZ1 H3C6 HBQ1 HDHD5 HEXA-AS1 HIP1 HSPA9 HTN3 HYAL4 ICA1 IFNA1 IFNG IL18RAP IL1RL1 ILVBL IMPDH1 INHBE INSL6 IPO5 JUN KAT2A KCNJ15 KCNJ16 KCNK15 KIR2DL4 KIR2DS3 LIF LILRA1 LRRC17 LRRC37A4P LTA4H MAGEA3 MCM2 MEA1 MED8 MLH3 MRPL22 MRPS22 MT4 MTX2 MYOZ2 NACC2 NBR2 NCK2 NDUFA7 NDUFV2 NEUROG2 NF1 NLE1 NR3C2 NSUN7 OR10H1 OR2C1 OR7E47P OSGIN2 PALM PCCB PDCD11 PERP PFN2 PIAS3 PIM1 PLCG2 PLIN2 PNPLA4 PRKAA1 PRPH2 PRR14 PSMA1 PSMD8 PTPN1 RADX RARB RFPL3 RING1 RNF185 RNF24 RNMT RPL10P17 RPS2 RRAGD RSPH14 SDC1 SEMG1 SERPINB1 SGCB SH2D3C SI SLAMF1 SLC22A1 SLC27A6 SLC6A14 SLC7A11 SLN SMIM2 SNU13 SPIN1 SPTA1 ST13 ST3GAL6 ST6GALNAC5 STAP2 STATH STON1 STX12 STXBP6 SVEP1 SYNDIG1 TBC1D22A TCEAL2 TCL1A TDP1 TFAP2A TFCP2 TFF1 THPO TMEM186 TNFRSF21 TPM1 TRIB3 TRPC4 TSBP1 TTLL7 TUBA1A TUFT1 UCP2 VDAC2 VTN WNT16 ZBBX ZDHHC18 ZKSCAN5 ZNF133 ZNF253 ZNF500 GSE1925_CTRL_VS_24H_IFNG_STIM_IFNG_PRIMED_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1925_CTRL_VS_24H_IFNG_STIM_IFNG_PRIMED_MACROPHAGE_DN ABCD3 ACADL ACSL5 ACTR1A ADCY4 AGTRAP AK2 AKAP9 AKR1E2 ALDH1A1 ANGPTL4 ANKIB1 ANXA2 APOE ARG1 ARHGEF3 ATP1B1 ATP6V1D BANF1 BLK BLM BRI3 BRWD3 C1QC CCNE1 CD72 CD8B CDC25C CDCA3 CDK11B CHADL CHEK1 CHMP4B CKB CLDN7 CNN3 CNOT1 CRAMP1 CRNKL1 CSN2 CST7 CTLA4 CWC22 CYB5A D2HGDH DBI DCN DENND2B DIAPH3 DNAJC15 DNAJC3 DNASE1L2 DOCK2 DPAGT1 DUSP12 EIF2A EIF2AK3 EMD EPB41L4A-AS1 ERO1B FAM167B FRRS1 FURIN GALC GALNT3 GAR1 GAS2 GCLM GCOM1 GEMIN5 GGCX GGH GMNN GNA13 GNB5 GOLGA5 GTPBP4 HAUS5 HDAC1 HGSNAT HPCAL1 HSPA1A ICOS IDUA IER3 IFNB1 IGF2R IL18R1 IL27RA IL2RA ILF3 INCENP INTS11 IPO7 IRF1 ISL1 ITGA4 IVD KCTD12 KDM5B KIF23 LDLR LGALS3 LGALS3BP LY6D MAP1LC3A MAP7 MARK3 MBD1 METTL8 MFF MFHAS1 MNS1 MRPL16 MTDH MTHFD2 MTIF2 MTMR7 NDST1 NF2 NHERF1 NOLC1 NSD1 NTMT1 NUDT19 PARP8 PCBP2 PCSK1 PDK1 PDLIM1 PDPN PGM1 PIM1 PISD PKP4 PLA2G12A PLK1 PML PNP POLDIP3 POU6F1 PPOX PRIM2 PRPS2 PTGER2 RANBP10 RBBP4 RCC2 RECQL RHOQ RMND1 RNASEH2B RPL36A RPP14 RSAD2 RXRG S100A11 S100A6 SC5D SELL SEMA4D SEMA6B SLC11A2 SLC1A5 SLC25A47 SLC48A1 SLFN12L SMNDC1 SMO SNHG6 SNW1 SNX10 SOD1 SPG21 SQOR SRP9 SUCLG2 TAPBP TBC1D1 TBL3 TDP2 TM7SF2 TMEM14C TMEM150A TMEM70 TNF TPD52 TRIM21 TRIM46 TRMT1 USP38 USP39 VPS35 WARS1 WDHD1 WRN WT1 YWHAQ YY1 ZMYND11 GSE1925_CTRL_VS_24H_IFNG_STIM_IFNG_PRIMED_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1925_CTRL_VS_24H_IFNG_STIM_IFNG_PRIMED_MACROPHAGE_UP ACP1 ACP3 ACYP1 ACYP2 ADPRM AGAP3 AK4 ANKRD1 AP3S1 APC ARID3A ARPC3 ARX ASF1B ATP2C1 ATP6V1G1 AUH AXIN2 BEX4 BPGM BRD3 C11orf54 C9orf85 CA8 CAPN3 CASP6 CCNDBP1 CCNG2 CCS CD3G CD4 CDH10 CDO1 CELSR1 CFAP68 CFD CHRNA6 CIDEA CLDN1 CLEC16A CNGA1 CNTN3 COMMD2 COMMD5 COX6B2 CRK CST3 CTSV CXADR CXCR4 CYP3A4 DBN1 DDIT4 DDX10 DHRS3 DMP1 DNAAF10 DOCK7 DPP4 DPP7 DPP8 DVL2 EEF2K EMP1 ENO2 EPS8 ETS2 EVL F2R FAH FAM216A FAM8A1 FBP1 FGF9 FMOD FOXD1 GADD45A GALNT11 GAS8 GGT5 GJD2 GLRX GNB4 GNG10 GOSR2 GP5 GSTK1 GZMK HAL HARS1 HES6 HOXA7 INSIG1 IQGAP1 IRS1 ITGA6 ITGB1BP1 ITGB2 ITM2B JTB KCND2 KLHL7 LAMTOR3 LAPTM4B LARP4B LAT2 LDHB LETM1 LGALS4 LGR5 LMO4 LMX1B MAP3K12 MARCHF5 MBNL1 METTL3 MIDN MMUT MRPL46 NCAM1 NECAP1 NGRN NIPSNAP2 NLN NMRK1 NR6A1 NUP35 NUP50 OPRL1 ORM1 PADI4 PCK1 PDE9A PDZK1 PIGK PNRC1 PRDX4 PROS1 PSMB1 PSMC3IP PTGR1 PTTG1 RASGRF2 RBM26 RBM39 REEP1 RELL1 RIMKLB RMND5A RNF7 RRAGD RTN4 RWDD4 S100A13 SBDS SBF2 SCAF8 SCP2 SERPINF2 SGCB SH3BP2 SLC1A6 SLC39A8 SLC5A1 SLC66A3 SMIM14 SPIB SRCAP SRPK2 ST8SIA1 SUCLG1 TLR6 TMCO1 TMEM134 TMEM230 TMEM59 TNFRSF8 TNP1 TNRC6A TSC22D1 TSPAN12 UBA5 UBALD2 UBE2B UBL5 UROS VCAN VLDLR VTI1A WDFY2 WDR83OS WLS WRNIP1 ZCCHC3 ZNF18 ZNF354A ZNF444 ZNF808 ZRANB1 GSE1925_CTRL_VS_24H_IFNG_STIM_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1925_CTRL_VS_24H_IFNG_STIM_MACROPHAGE_DN ABCC5 ABCE1 ADGRE3 AHI1 AKIRIN1 ANKS1B AP5S1 APCDD1L AQP2 ARAP3 ARHGAP9 ARL4A ARMCX2 ATP5MK ATP6V1G1 BAG3 BAZ1B BRF1 C10orf71 C11orf80 C19orf18 C1QC C1QTNF4 C21orf91-OT1 C5orf34 C5orf47 C5orf64 CBFA2T2 CCT2 CD180 CDC42BPA CDC7 CFAP58 CLDN7 CLRN1 CLUAP1 CMC2 CNPY4 COL13A1 CS CST8 CYBB DCLRE1A DCUN1D5 DENND1B DNAJB5 DRAP1 DYNC1LI1 EBNA1BP2 EEF1B2 EFR3B EIF3I ENG ENSG00000235143 ENTPD1 ERI2 ESD ETHE1 F13B FANCC FGF11 FKBP14 FTHL17 FTSJ1 GNPNAT1 GPR108 GSG1 GSS GTPBP3 H4C13 HMCES IL1RN IL27RA IL2RG INPPL1 INTS6L IPO9 KANK1 KCNN4 KHK KIF1B KIRREL3 LINC01128 LPAR5 LRRC25 LTBP2 MAP7 MCM3AP-AS1 METAP2 MGRN1 MMP8 MOB1B MRGBP MRPL24 MRPL50 MRPS5 MTX3 NAA60 NAV1 NDUFB2-AS1 NIBAN2 NME1 NOD2 NRM NUDT4 NYAP2 OCLN ORMDL1 PAICS PALS2 PANX1 PCARE PEBP4 PFN1 PHLDA2 PIGF PLOD3 PLXND1 PNMT PPP6R2 PRMT3 PSMD11 PSMD13 PTGDS PTGER4 PTGS1 PTPN9 PTPRO PUS7 PWWP2B RASA3 RBM19 RHEBL1 RHOC RIOX2 RNASEH2B RNF11 RPL7L1 S1PR2 SCAMP3 SCHIP1 SCRIB SH2B3 SLC16A3 SLC25A19 SLC27A4 SLC30A7 SLC39A12 SLC39A13 SLC52A1 SNAPC2 SNAPC3 SNRNP27 SNRPB SNX24 SREK1 STIMATE STT3B STX4 STYX SYNC TCF3 TFDP2 THAP8 TLK2 TMEM134 TMEM62 TMEM74 TMEM86B TNFRSF4 TNFSF14 TRIM8 TSPAN15 TSR3 TSTD2 TTC19 TTC9B TTLL1 TUBB UBE2G2 UBXN8 UFSP2 UNC45A UQCRFS1 VAC14-AS1 VDAC2 WDR46 WDR54 ZBTB7B ZCCHC24 ZEB1 ZNF281 ZNF346 ZNRF1 ZSWIM2 GSE1925_CTRL_VS_24H_IFNG_STIM_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1925_CTRL_VS_24H_IFNG_STIM_MACROPHAGE_UP ABCA7 ACTN4 ACTR8 ADRM1 AGK ANKRD36BP2 APOH APPL2 ARHGEF9 ATF5 BABAM1 BHLHE41 BLCAP BST2 C1orf159 CALM3 CAPG CCNI CCR7 CD247 CD27 CD52 CD55 CDCA8 CDH10 CDH9 CDK18 CENPB CHL1 CIRBP CLEC2D CMTR1 CTDSPL CTSS CUL4A CXCL13 CYP7A1 DCTN1 DDC DHX35 DIAPH3 EIF2AK1 EPHB6 ERBB2 ESYT1 EVL EXO5 FAF1 FAM168B FAM171A1 FAM205BP FGF8 FICD GIT2 GPR137B GRHPR GSTK1 HGS HHLA3 HTN1 ID3 IER2 IFI27 IFI44L IFI6 IFIT1 IFIT3 IFITM1 IFITM3 IFT22 IGBP1 IL4R IQCH IRAK3 IRS1 ISG15 ISG20 ITFG1 ITGB7 ITIH4 KCTD13 KCTD5 KERA KLC2 KLF9 KMT2D KPTN LARP1 LARP4B LGALS3BP MAP2K6 MAP3K7 MBD3 MICU1 MINAR1 MIS18BP1 MRTFA MS4A12 MX1 MX2 MZT2B N4BP3 NCAM2 NDUFS6 NELFA NFATC1 NFATC3 NUP210 OAS2 OAS3 OGFOD1 OMG OSGEP PCLAF PDE4DIP PFDN1 PILRB PLA2G6 PLAC8 PLEKHO1 PLSCR1 PLXDC1 PMS2P3 PPBPP2 PPP3CC PRKAB1 PRKACA PTBP1 PTPRJ QDPR QSER1 RAB8A RANGAP1 RAP2B RC3H2 RELB RETREG3 RGS13 RNF123 RNF186 RNF19B ROBO3 RPL11 RPLP1 RSAD1 RSAD2 S100A4 SCAP SCML2 SEMA3D SEMA3E SEMA3G SERPINF1 SF3A2 SGSM3 SH2B3 SIN3B SLC2A4RG SMARCA5 SMG7 SNRNP35 SPINT3 SPTAN1 SRGN SRSF3 ST20 STEAP4 STIMATE STOML1 SURF2 SYCP2 TAF6 TBC1D8 TMEM127 TMEM62 TMOD2 TRDV2 TRIM66 TSPAN12 TSSC4 TTC12 TTC19 TUBB4B TUBGCP5 TYK2 UBE2L6 UBOX5 USP11 USP18 VAMP8 VIM WBP11 WDR6 ZKSCAN8 ZNF551 ZNHIT1 GSE1925_CTRL_VS_3H_IFNG_STIM_IFNG_PRIMED_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1925_CTRL_VS_3H_IFNG_STIM_IFNG_PRIMED_MACROPHAGE_DN ABCB10 ABHD5 ACBD6 ADAM12 ADGRE1 ADPRH ADPRM AFF1 ANAPC16 ANAPC2 ANXA10 BCL2L1 BDKRB1 BEX4 BTC C19orf12 CA12 CA2 CACHD1 CAPN3 CAPN5 CAPZA3 CASP12 CAVIN3 CD3G CDKN1A CDR2L CDX2 CEBPB CENPE CHCHD5 CHGB CHIC1 CHRNA6 CLEC16A CNGA1 COMMD5 CRMP1 CRTAP CTTN CXADR CYP19A1 DAB2IP DENND5A DHRS3 DICER1 DNAJB8 DNASE1L1 DPP7 DSG2 ELOVL2 EMP1 ENO2 EPHA2 FABP4 FAS FGF12 FHOD3 FKBP7 FKBPL FOXB1 GAB1 GABRB3 GALNT11 GJA10 GLRX GNPDA1 GPRASP1 GTF3C1 H19 H3C7 HARS1 HCK HOMER2 HSD11B1 HTR2C IGF2BP1 IL13RA2 INPP5K INPPL1 ITGA6 ITGAL JARID2 JCHAIN JPH3 KDELR3 KERA LAPTM4B LDHB LTK MAGED2 MAPK10 MCAM MCOLN2 MED12L MEN1 MGMT MLF2 MMP14 MRPL35 MTM1 MTOR MYF5 NEFL NEK1 NFKBIA NIFK NIT1 NKIRAS1 NMRK1 NNAT NR0B1 NUDT5 NUP50 NXF1 OGDH PADI4 PARM1 PAWR PEG3 PFKM PHAF1 PHC1 PKD2 PKHD1 PKIA PLOD3 PMS2 PPARGC1A PPP1R21 PROS1 PSMB1 PTGR1 PTK2 PTTG1 PTX3 RAB3D RAD52 RBM39 RNF14 RNF167 RPTN RTL6 RYR2 S100A13 SCAF8 SCPEP1 SDC4 SEMA5A SERPINI1 SETD4 SGCB SLC12A1 SLC26A2 SLC35A4 SLC44A1 SLC66A3 SLC7A7 SMOC1 SMYD1 SPECC1 SPIB SRPK2 ST7 SYT9 TBC1D14 TBCE TGDS TLR6 TMED1 TMEFF1 TMEM106C TMEM230 TNFRSF18 TNFRSF9 TPMT TRABD TRAF3IP2 TRIM27 TRPV2 TSEN15 TUBGCP4 TYRO3 UBA5 UBAP2L UIMC1 USP12 VCL VCP WDFY2 WDR83OS WLS WNT5B XRN2 ZBTB20 ZCCHC3 ZNF22 ZNF23 ZNF600 ZNF865 GSE1925_CTRL_VS_3H_IFNG_STIM_IFNG_PRIMED_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1925_CTRL_VS_3H_IFNG_STIM_IFNG_PRIMED_MACROPHAGE_UP ABCG2 ACACA ACADS ACTL7A AGBL4 ALDH8A1 ANKRA2 APOBEC4 ARAP1 ARIH1 ARL11 ARL5A ARPP19 ATCAY ATP6V0A1 ATXN7 AUH BCAS3 BCOR BTD C4orf48 CA6 CACUL1 CASP8 CATSPER1 CCDC142 CD99 CDK14 CERT1 CFAP47 CFLAR-AS1 CHID1 CHST11 CNOT4 CNOT8 COL19A1 CSTPP1 CYFIP2 DBP DHRS12 DHRS7 DPM3 EDEM1 EIF2B1 EIF4A2 EML3 FAM223B FBXO8 FIG4 FKBP15 GAB3 GABARAPL1 GCA GK3 GOLGA7 GPA33 GPAT4 GPI GPR135 GPR174 GRIN3A GSTP1 GTF3C3 H2AC17 H3C3 H6PD HBP1 HEATR5A HEY1 HLA-DRB4 HPCA HVCN1 IFIT2 IFNAR2 INPP5K IRAK3 ITM2B KBTBD2 KCNE3 KCNIP1 KCNMA1 KCTD11 KIR2DS3 KLHL21 KLHL9 KRT2 KRT4 LIN52 LINC00221 LINC00298 LINC00324 LINC00616 LINC00847 LINC00887 LINGO3 LMBRD1 LMTK2 LOXL4 LPCAT1 LRP10 LY86-AS1 LY96 LZTFL1 MAOA MARCHF11 MAT2B MCU MDK METRN METTL7A MIF4GD MROH1 MRPL37 MXD4 MYH14 MYO18B NANOS1 NDUFA4 NEB NHLRC3 NMNAT2 NOL3 NUB1 OBSL1 OPRK1 OR1F2P P4HB PGD PIGG PLCB4 PLCG2 PPP1R11 PRDM14 PRDX6 PRICKLE1 PRKCZ PSTPIP2 PTAFR PTPMT1 RAB11A REEP6 RPL13A RPL22 RPL27A RPL34 RPL41 RPP25L RPS2 S1PR4 SAG SAT2 SDC2 SERPINI1 SH3BGRL SLC22A18 SLC25A48-AS1 SLC31A2 SLC35E2A SLC5A5 SLC7A11-AS1 SLC8B1 SMARCC2 SMCO4 SOX21 SRPRA SSR4 ST6GALNAC2 SUSD6 TAF7 TBC1D2B TECR THOC7 TKT TMED6 TMEM117 TMEM254 TRADD TRIM38 TTTY13 TXN VPS52 WAS YIPF3 ZAP70 ZFC3H1 ZFYVE1 ZKSCAN3 ZMAT3 ZNF385A ZNF444 ZNRD2-DT ZSCAN4 GSE1925_CTRL_VS_3H_IFNG_STIM_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1925_CTRL_VS_3H_IFNG_STIM_MACROPHAGE_DN ABHD5 ACO1 ADAM11 ADCY6 AGTR1 AKR1A1 ANGPT4 ANXA3 AQP1 AQP4 ARFIP2 ARPP21 ASB4 ATP4B AURKAIP1 BCCIP BCHE BCKDHB BRAF C4BPB CADPS CCDC88A CCL23 CCNT1 CCR4 CCT4 CD177 CD1C CD24 CD33 CD80 CDR1 CHST3 CLIC2 CLMN COL19A1 CPA3 CPB1 CRISP2 CST7 CTAGE1 CTAGE11P CUX1 CYP4F11 CYP7B1 DCAF17 DCT DEFA4 DEFB126 DGKG DIABLO DNAJA4 DNAJC12 DSTYK DUOX2 DUSP1 ECM2 EDA2R EFNA5 EIF4G3 EMSY ENSG00000237250 ENSG00000291006 EPAS1 EPB41L4B EPRS1 FAM168B FCGR1A FGF20 FOXN3-AS2 FRMD4B GABRB1 GABRB2 GARNL3 GLRA3 GOT1 GOT2 GP5 GPR19 GPX5 GRK4 H3C6 HAND2-AS1 HBBP1 HBQ1 HIP1 HPR HS3ST3B1 HSPA2 HYAL4 IFNA6 IFNG IL18RAP IL1RL1 IPO4 JUN KCND2 KCNJ15 KCNK12 KIF1B KIR2DS2 KRT2 LHX2 LIPG LSM7 LTA4H LZTR1 MAGEA12 MED8 MFAP5 MGLL MIF MNDA MS4A6A MYOZ3 NACC2 NECAB3 NET1 NLE1 NQO2 NUDT13 NYNRIN OGFRL1 OR2C1 PCDHB8 PEX2 PIGR PIM1 PLAT PLPPR1 PNPLA4 POU3F2 PPL PRAMEF12 PREB PSG3 PTPN1 RABAC1 RALYL RGS17 RIC3 RMND5B RNF130 RNF185 RNF24 RORB RPL13 RPL3 SCN10A SCN9A SERPINE2 SH3BP4 SHB SLC12A2 SLC19A3 SLC22A1 SLC25A3 SLC2A1 SLC34A1 SLC34A2 SLC37A4 SLC7A2 SLCO1A2 SPAM1 SPARC SPIN1 ST3GAL6 STON1 STX12 SYNDIG1 SYT13 TBC1D22A TDP1 TFF1 TMEM158 TMEM186 TMPRSS11D TNFRSF21 TPST2 TRAF3IP2 TRH TSBP1 TTC30A TTR TUBA1C TUFT1 UBE2NL UCP2 UROD VDAC2 VNN1 VWF YIPF1 ZBTB38 ZCCHC4 ZDHHC8BP ZNF197 ZNF35 ZNF43 GSE1925_CTRL_VS_3H_IFNG_STIM_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1925_CTRL_VS_3H_IFNG_STIM_MACROPHAGE_UP ACAD9 AGO2 AGPAT3 AHCYL1 AIMP2 ANXA1 AQR ASAP1 ATP5F1E B3GALT2 B4GALNT1 BATF BCL2A1 BCL2L11 BCL2L13 BOP1 BYSL C1QA C1QC C8orf82 CARS1 CAVIN3 CCL2 CD2 CD320 CD5 CD6 CD72 CD82 CERS2 CHL1 CLPB CMIP CNN2 CNPY2 COMT COPS7A CRTAM CRTAP CSNK2A2 DDB1 DIO1 DNAJC2 DNAJC3 DNMT3A DPYSL3 DUSP1 DUSP2 ECE1 EIF4A1 EIF4EBP1 ENPP1 EPHX1 EXT1 EXTL3 FAM162A FASLG FPGS FURIN G6PD GART GCSH GEMIN5 GJA1 GJA10 GLG1 GPD2 GPN1 GUK1 HDDC2 HEPH HK1 HK2 IER2 IPO4 IRF4 ITM2A JARID2 KLK8 LAP3 LCP1 LEF1 LETM1 LGALS3 LMO2 LONP2 LTA MAPKAPK2 MARS1 MECR METTL1 MIOS MOV10 MRPL17 MRPL35 MRPL36 MRPL45 MSRB1 MTOR NAB2 NCOR2 NDUFAB1 NFATC1 NFKB2 NIFK NME1 NNAT NOP16 NPEPL1 NR4A1 NUCB2 ODC1 P2RX4 PABPC4 PACSIN1 PAPOLA PARM1 PARP8 PDCD1 PEPD PIK3C3 PLGRKT PNO1 POLR1B POU5F1 PPAN PPRC1 PRKDC PTPN13 RARS2 RECQL5 RELB REX1BD REXO5 RFC1 ROMO1 RPL22L1 RPL7L1 RPLP1 RPN2 RPS15A RPS27 RSPH3 SDHAF1 SEC16A SEMA4F SEPSECS SERF1A SFXN1 SH2D2A SLC19A1 SLC25A25 SLC35C2 SLC5A6 SLC7A7 SLC9A8 SMYD5 SNORA7A SNX14 SOX4 SPECC1 SRM ST6GALNAC4 ST7 STAT5A STAT5B STAT6 SUPT6H SUPV3L1 SURF2 TAOK3 TERF2 TESK1 TFB2M TGM2 TIMM9 TMEM70 TNFRSF1B TNFRSF4 TNFSF11 TNNI3 TNNT1 TSC2 TTL TYRO3 TYROBP UBE2O UBXN4 UBXN8 UQCC2 UQCRQ USP4 UTP14A VARS1 VCP VKORC1 YBX1 ZFP1 ZNF148 ZSWIM7 GSE1925_CTRL_VS_IFNG_PRIMED_MACROPHAGE_24H_IFNG_STIM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1925_CTRL_VS_IFNG_PRIMED_MACROPHAGE_24H_IFNG_STIM_DN ACADL ACTB ACTR1A ADAR AGTRAP AK2 AKAP9 ANG ANKIB1 ANXA2 APEX1 APOE ARHGEF3 ATP5F1A ATP6V1D AURKA B2M BLK CADPS CASC3 CCDC152 CCND2 CD8B CDC25C CDK11B CDT1 CHADL CHMP4B CKB CNN3 COQ3 COX17 COX7A2L CRAMP1 CRNKL1 CSN2 CWC22 CYB5A DAD1 DBI DENND2B DIAPH3 DNAJC15 DOCK2 DPAGT1 DUSP12 EFNA2 EIF2AK3 EMD ENDOU ENSG00000286190 EPAS1 EPB41L4A-AS1 ERO1B FAM167B FRRS1 GAR1 GAS2 GBP2 GBP4 GBX2 GCLM GCOM1 GEMIN5 GGH GLA GNB5 GTPBP4 GZMA HAT1 HDAC1 HDGF HGSNAT HLA-G HNRNPDL HPCAL1 HS3ST1 HTR3A ICAM1 IDH3B IFI27 IFIH1 IFIT1B IFIT3 IFITM3 IFRD2 IGF2R IL18R1 IL2RA ILF3 IPO7 IRF1 IRF9 IRGM ISG15 ISG20 ISL1 ITGA4 IVD JAGN1 KIF23 KIT KRT13 LDLR LGALS3BP LY6E MAP2K4 MAP7 MCEE MCUR1 METTL8 MFF MFHAS1 MRPL16 MTDH MTHFD2 MTIF2 MX2 NAB2 NDST1 NF2 NFATC1 NFKB1 NHERF1 NOC4L NOP10 NTMT1 NUDT19 NUMA1 NUP107 PARP8 PCBP2 PCSK1 PDK1 PDLIM1 PEX7 PGM1 PIK3CD PLA2G12A PLAC8 PLK1 PMF1 PNP POM121 POU6F1 PPIA PPOX PPRC1 PRPS2 PSME2 QSOX1 RAE1 RBM8A RCC2 RCN1 RECQL RHOQ RMND1 RNASE4 RPL10 RSAD2 S100A11 S100A16 S100A6 SC5D SELL SERPINB9 SHISA5 SLC11A2 SLC1A5 SLC25A47 SLCO5A1 SNHG6 SNX10 SOD1 SOWAHA SPA17 SPAG5 SPG21 SRP9 SUCLG2 TMEM14C TMEM150A TMEM70 TNFSF10 TPD52 TPPP3 TRAF3 TRIM21 UBR7 UMPS USP18 USP39 WARS1 WNT5A WRN WT1 ZNF398 ZNF436 ZYG11B GSE1925_CTRL_VS_IFNG_PRIMED_MACROPHAGE_24H_IFNG_STIM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1925_CTRL_VS_IFNG_PRIMED_MACROPHAGE_24H_IFNG_STIM_UP ABCB1 ABCC2 ACRV1 ADPRM ALAS2 AMBP ANKIB1 AP4S1 ARG1 ARID3A ASH1L ATP5MG B2M BCL2L11 BPHL C1QTNF12 CACYBP CCDC71L CD320 CD40 CFAP68 CHD7 CHL1 CNN2 CNN3 CNTN3 COL11A2 COL3A1 COMTD1 COX17 COX6B2 CRYBG1 CXCR5 CYP3A4 DDX51 DIDO1 DNAJC1 DTD1 EBNA1BP2 EEF2K EGR2 EIF2AK4 ELF5 EOMES EPHX1 EPS8 ETFBKMT ETNK1 FABP3 FGF9 FMOD FURIN GADD45B GBP2 GBP4 GIMAP4 GJD2 GNB5 GP5 GPR83 GRIA3 GSTO1 GZMA HIVEP2 HLA-G HNRNPA1 HNRNPK HOXB3 HOXD3 HPCA HRG ICAM1 IFI27 IFIH1 IFIT1B IKZF1 IL12RB1 IL9R INSM1 INSRR IRF1 IRF4 IRGM IRS1 ITIH5 ITM2A JARID2 KIF3A LARP4B LAT2 LETM1 LGALS3BP LNX1 LYSMD2 MBNL1 MED14 METTL1 METTL3 METTL5 MIDN MKRN1 MNT MRE11 MRM3 MRPS14 MS4A6A MX2 MYH2 MYH3 NAB2 NDST2 NDUFAB1 NDUFC1 NFE2L2 NFIB NFKB2 NLN NME1 NME4 NMI NR4A1 NT5C3B PCK1 PCNT PDC PDCD1 PDCD6 PDGFRA PER1 PFKP PIGK PJA1 PKIB PKP2 PLGRKT PNO1 PPFIBP2 PPP3CA PPRC1 PROS1 PRPF38B PRTN3 PSMB9 PSMC4 PSME2 PTGIR PTPN13 PTPN2 RAB11FIP5 RAB5C RASD1 RBM26 REL RELB RNASE3 RNF7 RPS27L RPS7 RTL8B S100A16 SDHAF1 SELENOK SFTPD SH3BGRL2 SH3BP2 SHISA5 SLC25A4 SLC25A47 SLC5A1 SMAD4 SNHG6 SNRPD1 SNX5 SPA17 SQSTM1 SRGN SSR4 STAT1 STK36 SUPT4H1 SYNE4 TAF1D TENT5C TMCO1 TNFRSF8 TRAF3 TRAPPC14 TXNL4A UBFD1 UNC93B1 UNG USP18 WDR55 WNT5A YKT6 ZDHHC6 ZFP42 ZNF436 ZNF532 ZSCAN26 GSE1925_CTRL_VS_IFNG_PRIMED_MACROPHAGE_3H_IFNG_STIM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1925_CTRL_VS_IFNG_PRIMED_MACROPHAGE_3H_IFNG_STIM_DN ADAMTSL2 AKAP7 ALDH2 AMT ANGPT1 APOH ARHGAP44 AVP C1QB C2 CACNA1F CACNG3 CAPN6 CBX4 CCDC126 CCDC69 CCDC9 CFAP45 CISD2 CLSTN2 CRCT1 CSRP2 CTCFL DCAKD DNM3 DOCK1 EDA2R EDARADD EDIL3 EFNA1 ENTPD1 ENTPD3 EPHA8 EPHB4 EPX EVC GLI1 GPC6 GULOP GYS2 GZMA GZMB H4C3 HES3 HPS1 HRH3 IDI2 IDO2 IGSF10 IL12RB2 ITPKA JDP2 KCNA7 KCNJ8 KCNK4 KRT6B KRTAP6-1 LAMC1 LCE1C LRATD1 MASP1 MEF2A MEIS3 MGAM MIGA2 MIR216B MIR495 MYCL MYH4 MYOT NHLRC1 NKX2-2 NKX2-3 NLGN3 NR1H3 NUDT2 OGDHL OSMR P2RY4 P3H3 PAPLN PCGF2 PCNX2 PDILT PHACTR3 PIK3AP1 PNPLA1 PODXL2 PRKAR1B PTAR1 QRFPR RASD1 RBM46 RBM47 RCC1 RNY3 RUNDC3A RYBP SCN5A SEBOX SERINC3 SGPP2 SH3BP1 SLC16A9 SLC25A48 SLC2A4 SLC43A1 SLC45A2 SMAD6 SORBS1 SPATA18 SPINT3 SSPN ST3GAL5 STXBP4 SYPL1 TMEM39B TRAT1 UNC45B USH2A VIP WFDC12 WNT10B WNT2B WNT3 XKR4 YAP1 ZBTB46 GSE1925_CTRL_VS_IFNG_PRIMED_MACROPHAGE_3H_IFNG_STIM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1925_CTRL_VS_IFNG_PRIMED_MACROPHAGE_3H_IFNG_STIM_UP ACAA2 AGA AIFM1 AKAP10 ANKFN1 ATAD2B ATP5MC1 ATP5PB AZIN1 CAB39L CAMTA1 CASP1 CBLB CCNL1 CCT4 CCT6A CD80 CEP95 CLIP1 CNOT6 CNOT6L COL4A4 COQ2 COQ8A CPXM1 CRCP CSF2 CTPS1 CTSS DDHD1 DKC1 DMXL1 DNAJC3 EDAR EIF3M ENO3 ERLIN2 ETNK1 EXOSC1 EZH2 FBL FBXL20 FIZ1 GAN GAS5 GCC2 GDNF GFUS GLTP GRIPAP1 GSTA3 GTF2E2 HAUS1 HAX1 HEATR1 HERC2 HIPK1 HIPK2 HSD17B10 HUWE1 IFIT1 IKBKE INO80 INPP1 INPP5B INTS3 IRAK4 KDM6A KDM7A LETMD1 LTA4H MADD MFSD6 MINK1 MIR409 MPHOSPH10 MRPL2 MRPL22 MRPL36 MRPS17 MRPS9 MSI2 MTIF2 MYH9 NACA NACAD NFX1 NR2C2 NUBP1 NUP205 OTUD6B PARP14 PARP8 PCF11 PCMTD2 PDS5B PHF12 PIGP POLI PPP6R3 PRAMEF8 PRKAA1 PRKCI PSMD11 PTP4A1 PTPRE PTTG1 PUS3 RACK1 RAD17 RAD18 RAD23B RAPGEF6 RBMX RGS10 RIGI RNF122 RPL12 RPL22 RPL3 RPL30 RPL36 RPLP0 RPS2 RPS26 RPS3 RPS5 RRAGB RTP2 RUFY2 RUVBL1 SARAF SCAPER SELL SFT2D2 SIDT1 SIGMAR1 SIN3B SLAMF6 SLC35B4 SLC7A6OS SNTB2 SOS2 STAT1 STT3B SULT1A1 TCF7 TCP1 TLR1 TMX3 TNFSF8 TOMM20 TRAF1 TRAF5 TRAPPC5 TRIM39 TTLL4 TUBD1 UBC UBE3B UBTF URI1 USP24 USPL1 UTP20 UTRN VWA5A WDR37 WRAP53 XPO7 ZBTB37 ZBTB42 ZNHIT6 ZPBP2 GSE1925_CTRL_VS_IFNG_PRIMED_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1925_CTRL_VS_IFNG_PRIMED_MACROPHAGE_DN ABHD14A ACAD9 ACADL ACTG2 ACTR1A AGTRAP AIMP2 AKAP9 AKR1E2 ALG3 ANGPTL4 AP1S1 APOE ARFGAP3 ARG1 ARHGEF3 AURKAIP1 BANF1 BATF BLK BOP1 BRI3 BRWD3 C1QA C1QC C6orf89 C8orf82 C9 CAPG CCL2 CD320 CD72 CD74 CD82 CD8B CDC6 CDK11B CERS2 CHADL CHL1 CKB CLDN7 CMTR2 CNGA3 CNN3 CNOT1 COL14A1 COX6A2 CPT2 CRNKL1 CSF1 CYB5R4 DIAPH3 DNAJC15 DNAJC2 DNAJC3 DOCK5 DPAGT1 DPYSL3 DSP EIF2AK3 ENTPD4 EPB41L4A-AS1 ETF1 FANCG FPGS FRRS1 FURIN G6PD GART GAS2 GCAT GCLM GCOM1 GEMIN5 GGH GNA13 GTPBP4 HAT1 HAUS5 HDAC1 HEPH IDUA IGFBP3 ILF3 IPO7 ISL1 JADE1 JOSD2 KCTD12 KIF23 KLRG1 KRTCAP2 LDAH LDLR LECT2 LGALS3 LYVE1 MAP7 MCM5 MEF2A METTL1 METTL8 MFF MIOS MRPS28 MRPS7 MT2A MTFR1L MTIF2 MYO6 NDUFS6 NES NF2 NHP2 NME1 NNAT NUMA1 NUP85 OGN PADI2 PARP8 PDK1 PIM1 PKN2 PLA2G12A PNP POLDIP3 POLR2K PPAN PPOX PPP1R15A PPRC1 PTBP3 PTGER2 PTPN11 PYCR2 PYGB RASAL3 RBBP4 RENBP RHOB RHOQ RMND1 RNASEH2C RPL22L1 RPL35 RPL7A RPS8 S100A11 SAA1 SDC1 SDHAF1 SELL SEPTIN9 SERPINB2 SERPINB5 SET SLA SLC18A3 SLC19A1 SLC1A5 SLC25A25 SLC48A1 SMNDC1 SNHG6 SNN SNORA7A SNX10 SORD SPART SQOR SRM SRP68 STRADA SUCLG2 TBC1D1 TDP2 TESK1 THAP12 TMEM14C TNF TNNI3 TOMM40 TRIM21 TRPC4AP TYROBP UBR7 UNC45A USP39 VPS35 WDHD1 WDR75 WRN XCL1 XIAP XPO1 YBX1 YY1 ZNF841 GSE1925_CTRL_VS_IFNG_PRIMED_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE1925_CTRL_VS_IFNG_PRIMED_MACROPHAGE_UP ACP2 ADGRE1 AFF1 AGTRAP ALG3 ANAPC16 ANAPC5 ANTXR2 ANXA2 AOC1 AP1M1 AP2A2 ARF5 ARFGAP3 ASNS ATXN1 AURKA AXL BCL2L1 BRAP CANT1 CAPN5 CAVIN1 CCND3 CCNF CD47 CDC42EP4 CDC45 CDR2L CEBPB CENPE CFAP418 CHIC1 CHMP3 CIDEA CLU COL15A1 CPT2 CRYGB CTNNAL1 CTSD CTTN CXCL12 CYP19A1 CYP3A43 DAGLB DDR1 DENND5A DHRS3 DMTN DNTT DOCK5 DPAGT1 DXO E2F1 EDEM1 ELK3 ELOVL2 EPB42 ETS2 EXO1 F5 FAM241A FAM3B FES FGF12 FGF8 FHOD3 FOXF2 GABRB3 GNA12 GTF2H4 H1-2 HAPSTR1 HAT1 HDAC7 HHEX HLA-DOB HOXA10 HPS1 HSF2 IDH3A IL12A IL12RB2 INMT JCHAIN JPH3 KIF2C KLF3 KRT18 LTA4H LYVE1 MAPK9 MC2R MCM5 MCM7 MEF2C MKI67 MKLN1 MTCH1 MTMR10 MTR MYCBP MYO10 MYO1E NAA40 NCAPH NDC80 NDE1 NDRG3 NEUROD4 NNAT NPY1R NRP1 NUP107 NUP85 NXN OCA2 OMD OSBPL1A PADI2 PAFAH2 PARM1 PDE1C PIAS1 PITPNB PKD2 PKN2 PLEKHH1 POLDIP3 POPDC3 PPIF PPP2R1A PPP6R3 PRLR PSMD5 PTMS PTPRK PTPRN2 PYCR2 RAB3D RAB3IP RAD50 RAMP2 RASAL3 RASGRP2 RENBP REPS1 RNF26 RPL35 RPS6KA3 RTL6 S100A14 SAA4 SDC1 SDC4 SELL SEMA3E SERPINB2 SLA SLC22A9 SLC25A25 SLC29A1 SLC2A2 SMAD3 SMOC1 SMYD1 SPDL1 SPIB SRPK1 SRPK2 SRXN1 ST6GALNAC3 ST8SIA1 STAR SUCLG2 SURF4 SUV39H2 SYNGR1 SYNGR2 SYT6 TBC1D22A TCHH TIMELESS TMEM176B TNC TNFRSF11A TNFRSF21 TPBG TPMT TRPC4 TSPYL1 TUBB UBAP1 UFD1 USP21 VPS72 XIAP YY1 ZC3HC1 GSE19374_UNINF_VS_LISTERIA_INFECTED_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19374_UNINF_VS_LISTERIA_INFECTED_MACROPHAGE_DN ABCB1 ABCD4 ABHD5 ACVR2A ADAP2 AFAP1 AGFG2 AGO2 AP2A2 ARHGAP26 ARHGEF5 ARL1 ASIP ATG9A ATP1B4 ATP6V0C BCKDK BIK BRD1 BRD8 C21orf91 CA12 CASP10 CATSPERB CBLL1 CCN3 CCR6 CDK9 CEACAM5 CEP76 CFHR4 CGGBP1 CHAT CLDN7 CMPK1 COG5 CRAT CRTAM CRYM CSH1 CSNK2A2 CTC1 CXCR4 CYP3A43 DAP DAPK3 DEFB4A DENND4A DENND5A DNAH17 DNAJC1 DNTT DOCK4 DOP1A DSN1 DUOX2 EHBP1L1 EMC3 ERCC3 ERO1A EXOC2 FAM53C FERMT2 FNDC3B GABRA6 GARRE1 GK GK3 GLRX GNE GOLT1B GPER1 GPN2 GTPBP2 GYS1 HCRTR2 HDGF HERC2P3 HRH2 IL36G INSR IRGC KANK3 KCNF1 KIF13B KLF4 KPNA4 KRT12 LGALS2 LINC01587 LIPE LNPEP LRCH1 LRIT1 LRRTM2 MAFF MED24 MEN1 MGAT4A MON1B MS4A3 MYH4 NAMPT NCOA6 NEK4 NLGN1 NOC4L NPY2R NR2C1 OVOL2 PALB2 PARM1 PDE8A PEX14 PHF20 PIAS1 PIAS3 PIGO PLA2G2F PLOD1 PNLIPRP2 PPFIA1 PPIP5K2 PPM1A PPM1B PPP2R5B PRKACA PROM1 PRSS22 PTBP1 PTK2B PTP4A2 PTPRH QPCT RAB5B RALBP1 RARA RARS2 RB1 RBM47 RBPMS RFC1 RFNG RHCG RNF187 RNF208 RNF39 RPS6KB1 RUSF1 S100A7 SAMSN1 SAP130 SEPTIN7P11 SERPINB4 SERTAD3 SH3BP4 SH3TC2 SHANK1 SIN3B SLC16A3 SLC5A1 SLC9A1 SMG6 SNCB SNRPA SNX16 SOX15 SPAG4 SPRR2B SPTLC2 STK10 STYK1 SZT2 TAB2 TAF13 TARS1 TAS2R9 TESK1 TIGD6 TMEM259 TMEM51 TMOD3 TOM1 TPCN1 TRIB1 TRIL TRMU TRRAP UGGT2 VRK2 WBP11 WDR26 WFDC8 ZC3H12A ZNF211 ZNF266 ZPBP ZSWIM8 GSE19374_UNINF_VS_LISTERIA_INFECTED_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19374_UNINF_VS_LISTERIA_INFECTED_MACROPHAGE_UP AAR2 ABCA4 ABHD11 ACADL ACSL6 ACTR2 ADCY10 ADGRB3 AIDA AIMP2 AKAP1 ANP32C APBA1 APBB1 AQP8 ASCC1 ASPN BAALC BAAT BBS10 BPHL BTG2 BZW2 C19orf73 C1QA C22orf31 CA3 CBR4 CCDC7 CCDC85B CD93 CDH18 CEACAM8 CLCN2 CLEC5A COL11A1 COL6A2 CSF2 CYP3A4 CYP4F12 DAPK1 DAPK2 DBI DCAF4 DCC DENND1C DHX58 DST EGR1 ENDOU ENTREP1 EXO5 F2RL3 FAM205BP FBL FBXL5 FEZF2 FGF9 FIBP FLRT3 FOXL1 GATA4 GCK GDF2 GNG3 GPD1L GPR75 GRK6 GSG1 GSTO1 GTF2H3 GTF3A GTPBP8 HAUS5 HERC5 HIBCH HLA-K HMGB1 HMGCS2 IL25 IL3 IMPDH2 IQGAP2 ITGA2B KCNA5 KCNJ8 KIAA0586 KIR2DL5A KIR2DS3 KLF15 KLF17P1 KLK15 KRT14 KRT32 KRT34 KRT6A KRTAP1-3 LCAT LHX6 LIMK2 LINC00652 MAPKAPK3 MCM4 MECOM MEF2C MID1 MTAP MTHFD1 MUTYH MYL2 NANOG NHP2 NPPB NRCAM NUTF2 NXT1 OPHN1 OR3A2 OR7E24 PAEP PCDHB17P PCDHGA10 PCF11 PEG10 PEX5L PGAM2 PHLDB1 PKLR PLA2G2D PLEKHA1 PMS2P1 PPIG PPP2R3A PRR5L PSMB8 PUS1 PYGB RASGRF1 RCL1 RET RGS4 RNF115 RNF144A RNF17 RORC RPA4 RPLP1 RPLP2 RUNX2 RXRA SARM1 SCARF1 SELP SET SGK2 SH3BGR SIX1 SLC13A2 SLCO1C1 SOBP SOX17 SPIB SPON2 SPRYD7 SSPN SSTR2 STEAP3 SYCE1L SYT2 TARBP1 TARP TBCB TBL1XR1 TBXA2R TCF20 TERT TGM4 TLR8 TMEM230 TRIM22 TSPAN6 TSSK2 TUBB1 UBE2L6 USE1 VIL1 VTCN1 ZAP70 ZBTB7C ZFPM2 ZIC4 ZMYM4 ZNF148 ZNF532 ZNF551 ZNF573 ZNF589 GSE19401_NAIVE_VS_IMMUNIZED_MOUSE_PLN_FOLLICULAR_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19401_NAIVE_VS_IMMUNIZED_MOUSE_PLN_FOLLICULAR_DC_DN ABR ACAA1 ACOX1 ACP2 ACP5 ADAM28 ADH5 AIM2 AKR1A1 ALAS1 ANOS1 APEX1 APOBEC3G ARAP1 ARHGAP25 ARHGAP45 ARHGEF2 ATF6B ATIC ATOX1 ATP6V0A1 ATP6V0A2 BBC3 BCKDHA BTN3A1 BTN3A3 C1QB C2 CA11 CCDC85B CCND3 CCR2 CD1D CD38 CDC40 CEP57 CFB CHST2 CLEC2B COG2 COG4 CSK CSTF3 CTSC CYB5A DDB2 DDX11 DDX28 DEAF1 DNASE2 DNPEP DOK1 DOP1B DTNB DXO DYNC2LI1 ECHS1 EDRF1 EIF2S3 FAM168A FARSA FGL2 FKBP15 FRAT2 GGA2 GIT2 GLG1 GLT8D1 GNS GPD2 GPX4 GSE1 GSTO1 GYPC HAX1 HDAC5 HHEX HK2 HLA-DMA HLA-DMB HLA-DQB1 IFIT1 IKBKE IL27RA IRAG2 KAT8 KCTD17 KDM3B KIAA0513 LARP1 LEPROTL1 LTA4H MAPK14 MGAT1 MIF MRE11 MRPL19 MRTFA MSH2 MTCP1 MTF1 MYCL MYO1F N4BP2L1 NADK NCAPD3 NDUFS2 NEK4 NFE2L3 NR1H3 OAZ2 OGT OLFML2A P4HA1 PDCD2 PDE6D PEX14 PHB2 PHF21A PIK3CB PLA2G4C PLAAT4 PLIN2 PLXNB2 POLA2 POLR2A POLRMT PPL PRCP PRKAR2B PRKX PSEN2 PSMB10 PSMB9 PSTPIP1 PTGIR PTK2B RABGGTA RASGRP1 RBBP4 RFX5 RGS3 RRAS RXRB SASH3 SCAMP3 SDHA SERBP1 SKIC2 SLC1A3 SLC1A5 SLC20A1 SLC25A14 SLC6A12 SLC7A7 SMARCD3 SPHK2 SPINT2 SPP1 STAT1 STAT5A STAT5B STOM TADA3 TBC1D9 TBX19 TCEAL1 TCOF1 TGFBR2 TMEM131L TNFRSF14 TNFSF12 TP53 TRANK1 TRAPPC12 TRIO TSPYL5 TUBGCP2 TUT4 UCK2 USP20 UVRAG VEGFB VOPP1 VPS13B VPS39 WDR7 XPNPEP1 XPO6 XPO7 ZDHHC18 ZFAND5 ZFP36L2 ZMIZ2 ZMYM3 ZMYND8 ZNF266 ZNF451 ZNF593 ZNF710 GSE19401_NAIVE_VS_IMMUNIZED_MOUSE_PLN_FOLLICULAR_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19401_NAIVE_VS_IMMUNIZED_MOUSE_PLN_FOLLICULAR_DC_UP AGO2 ANPEP ARID5A ARNT2 ASGR2 ATF3 ATP13A3 BCAT1 BCL3 BIN1 BMPR2 BTG2 CAPN2 CBR3 CCL3 CCL4 CCL7 CD163 CD4 CD69 CD83 CD86 CD99 CDC37 CDC42 CDKN1A CEMIP CHN2 CKAP4 CKS2 CLIC1 CLK1 COMT CREM CRIP1 CRIP2 CRK CSNK1D CTNNA1 CXCL1 CXCL2 CXCL8 CYP1A1 DDIT4 DEFB1 DHX15 DNAJB1 DNAJB5 DNM1 DUSP1 DUSP2 DUSP4 DUSP5 EEF1B2 EIF3I EIF3K EIF4A3 EIF4E2 EIF4H ELK4 EMP1 EMP3 ENG EZR F13A1 FABP5 FADS2 FLOT1 FUS G0S2 GDI2 GEM GNA15 HEG1 HINT1 HMGA1 HMOX1 HNRNPA3 HNRNPL HOMER2 HSP90AB1 HSPA1A ICAM1 ICE1 ICOSLG IFI44 IFIT3 IL1B IL1RAP IL3RA ITM2A IVNS1ABP JUNB KRT10 LAMTOR5 LCP2 LGALS1 LIMK2 LIMS1 LMNA MACF1 MANF MAP2K3 MAPKAPK2 MARCKSL1 MIR22HG MRC1 MSC MX1 MX2 MXRA7 NCOR2 NFKB1 NPC1 NPM3 OASL P2RX4 P2RY6 PCYT1A PDE4DIP PDGFA PHLDA2 PHLDB1 PIM1 PLCG1 PLOD3 PLTP PNP POLG PPIF PPP1R15A PPP3R1 PRDM1 PRKRA PSMC4 PTPN2 PXDC1 RAB31 RALA RBM4 RBMS1 RGS1 RHOB RNF19B RPL10A RPL35 RPLP0 RPN2 RPS4Y1 RUNX3 S100A12 S100A4 S100A8 S100A9 SAFB SEC24D SERPINB2 SERPINB8 SERPINB9 SERPINE1 SFPQ SH3BP5 SH3GL1 SLC12A2 SLC16A3 SLC16A7 SLC2A3 SLC7A5 SP100 SP110 SRF SRSF2 SRSF3 SSR4 STAB1 STIP1 TEX30 TGFBI THBS1 TICAM1 TIPARP TNF TNFSF14 TP53BP2 TRAF1 TRIM25 TSC22D3 TUBB2A TUBB4A TXNRD1 UAP1 UPP1 USP12 VWA8 XBP1 YWHAZ ZC3HAV1 ZFP36 ZNF263 GSE19401_PAM2CSK4_VS_RETINOIC_ACID_AND_PAM2CSK4_STIM_FOLLICULAR_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19401_PAM2CSK4_VS_RETINOIC_ACID_AND_PAM2CSK4_STIM_FOLLICULAR_DC_DN ACADM ACAT1 ACP5 ACSM3 ACY1 ADAR ALDH3A2 ANXA6 APOC1 APOE ARL2BP ASAH1 ASGR2 ATM ATP2A3 ATP5MG BATF BCAS2 BCL2L2 BLOC1S1 BMP2K CABIN1 CAPN2 CBX6 CD151 CD163 CD2AP CD300A CD86 CDK4 CDKN1C CEBPA CES1 CFD CIZ1 CLEC10A CLN3 COX11 CRIP1 CRYZ CSF3R CTSD CTSL CTSZ DAG1 DDHD2 DECR1 DGKZ DHX38 DNASE2 DNPH1 DOK2 ECM1 EI24 ENTPD1 EXOSC9 FABP4 FAM131B FAM13A FAM53B FBP1 FGR FKBP15 FN1 FNDC3A FOXK2 FRMD4B FZD2 GALC GALK1 GATD3 GBA1 GGA2 GGCT GM2A GPC4 GPNMB GPR45 GRAMD4 GRN GSDME GZMH HADH HDAC4 HEXA HLA-DRB4 HNRNPDL HOMER3 HS3ST1 HSP90B1 IDI1 IFFO1 IFI30 IFRD2 ILVBL IQGAP2 IQSEC1 IRAG2 ITGB5 KLHL18 KLRB1 LAIR1 LAIR2 LGALS9 LHFPL2 LIPA LY86 MAN2A2 MAN2C1 MARCHF2 MDN1 MEF2A METTL13 MGAT1 MPI MPP1 MPPE1 MRC1 MRPL19 MRPL28 MRPS11 MTMR4 MYL6B NAGLU NCF4 NDUFB5 NIPSNAP1 NQO2 NUCB1 OSBPL1A OSBPL2 PAFAH1B3 PDE3B PDIA3 PDIA6 PHYH PIP4K2A PIR PLCB2 PLCL2 PLOD3 PMP22 PON2 PRKACB PRPS1 PSMC3 PTPA PTPN22 PTPRO QKI RAB9A RBP1 RENBP RNF10 SCCPDH SELENOP SEPTIN9 SHB SHMT1 SHMT2 SLC23A2 SLC38A6 SLC5A6 SLCO2B1 SNX17 SPINT2 SREBF2 ST14 ST6GALNAC2 SUPT6H SYNGR2 TAF4 TARBP1 TBC1D1 TDRD3 TFDP1 THOC1 TIE1 TIMP2 TNFSF12 TPST2 TSPAN4 TXNRD2 UBA7 UBE2D2 UBXN8 UGDH URI1 VAT1 VEGFB VPS35L VPS39 VPS52 WWP1 XRCC4 ZBED1 ZFYVE26 ZNF160 ZNF32 ZWINT GSE19401_PAM2CSK4_VS_RETINOIC_ACID_AND_PAM2CSK4_STIM_FOLLICULAR_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19401_PAM2CSK4_VS_RETINOIC_ACID_AND_PAM2CSK4_STIM_FOLLICULAR_DC_UP AATF ABCA1 AK4 AMFR ANKS1B AP3S1 ASB6 ASGR1 BCL11A BRWD1 C1QA C1R C21orf91 CAAP1 CALM3 CANX CASP9 CATSPERB CCDC71 CEACAM3 CEMP1 CENPM CHRNA6 CHRNG CLBA1 CMC4 COPE CORO1C CRNKL1 CSNK1G3 CTNNA2 CYLC2 CYP1A1 CYP2A7P1 CYP46A1 DDT DDX11 DDX19A DHPS DIPK1A DIXDC1 DLC1 DNAI1 DNM1 DTX3 DUSP21 DYNC2I1 ECE2 EEF1D ELAVL4 ELL FAM117A FBXL6 FCER2 FEZ1 FKBP1A FUT8 GADD45G GALR1 GAP43 GATA4 GCNT2 GCNT4 GLI2 GLRA1 GOLGA1 GPN2 GPR27 GSTZ1 H2BC4 H4C1 HHLA2 HMGCL HSP90AB1 INPP5J KCNK10 KDELR2 KIT KLHL29 KRT32 KRT6A LAX1 LBH LHX3 LINC00623 LMTK2 LST1 MAD2L1BP MAGEB2 MGAT5 MICAL2 MN1 MOBP MPC2 MPP1 MRPS30 MYBPH MYOZ2 NAGK NDUFB11 NDUFC2 NFKBIB NGFR NPAS2 NRL OLFML1 OLR1 OR3A1 OSGIN1 OSTF1 OTUB1 P2RY11 P3H1 PDK2 PIGL PIM2 PLPP1 PLXNB1 PMS2P5 PNPLA6 POMC PORCN POU4F2 PPP1R10 PPRC1 PRDX1 PRPSAP1 PSMB4 PSMC3 PSMG2 PTH2R PTPRJ PUS7 RAB32 RAB4A RASA1 RBM23 RBM7 RBP3 RER1 RHBDD3 RNF141 RPL36A RPN1 RPS10 RRAGD S1PR1 SAA3P SAFB SCAP SCGB1A1 SCLY SEC14L5 SEC23IP SELENOT SFTPA2 SH2B1 SH2D2A SHC3 SIGLEC6 SIRT1 SLA SLC20A2 SLC27A3 SLC35B1 SLCO3A1 SLIT3 SOS1 SPINK2 SPSB1 SRY STAG3 SUV39H1 TCTN3 TDO2 THNSL2 TMED2 TOP3A TRIM25 TRIP11 TRPC2 TSPAN3 TSSK1B TYR USP2 USP21 VARS1 VPREB1 VWA7 WDR45B ZC3H13 ZFPL1 ZFY ZGPAT ZNF669 ZNF771 ZNHIT3 ZZZ3 GSE19401_PAM2CSK4_VS_RETINOIC_ACID_STIM_FOLLICULAR_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19401_PAM2CSK4_VS_RETINOIC_ACID_STIM_FOLLICULAR_DC_DN ABCF2 ABLIM1 ACKR1 AKAP9 AKT3 ALMS1 ALX3 ANK3 ANKRD7 AQP2 ARIH2 ARR3 ATP2A1 ATP2C2 ATRX B4GALT6 BAHD1 BBC3 BMS1 BPHL BRD1 BRD3OS BTD C2CD2 C8B CACTIN CASK CBARP CCDC9 CCL21 CDC42EP3 CDH15 CDK3 CEP68 CERNA1 CHP1 CHRNA6 CLCN1 CLINT1 CLIP3 CLTCL1 CMKLR2 CNTN1 COG2 COPS6 CPLX2 CPNE3 CRY2 CRYAA CSNK1G2 CTDSPL CYP26A1 DBH DCAF8 DGKG DNMBP DOC2B DOT1L DPYSL4 EFCAB11 EIF2AK1 ELAVL1 ENTPD2 EPB42 EPCAM ERCC2 ESRRG EZH1 FAM172A FGF13 FGF6 FGFR1 FLNC FNBP1 FOXO1 GCN1 GNB5 GOLGB1 GPSM2 GRAP GUSBP11 HAO1 HEXIM1 HMCES HMGCS2 HMX1 HSD17B8 HSF4 HTR7P1 IFNA16 IFNA5 IGF1R KATNB1 KLHL21 KLRA1P KRT18 KRT31 LHX2 LPP LSAMP LUZP2 MAL MAP3K3 MCAM MCAT MEST MICAL3 MLH3 MRC2 MTNR1B MXD4 MXI1 MYCBP NCAPH2 NEDD4L NF1 NHERF1 NR2C1 NRG1 NRTN NUP155 NXPH2 OCM2 OGT OPRD1 OR7A5 P2RX1 PAGE1 PCDHGB4 PDE3B PDHA2 PIK3R4 PLCB1 PPARA PPP1R13B PREPL PRR3 PTGDR2 PTH2R RAB22A RAB36 RAB3A RBM4B REG3A RFTN1 RHBDL1 RHOBTB1 RTF1 SARAF SCAF8 SCG2 SCN7A SEC14L2 SEC61A1 SEPHS1 SERPINF2 SH3BGR SH3BP2 SH3GL2 SKIC8 SLC25A42 SLC28A2 SLC6A3 SMAD3 SNAPC4 SNU13 SPARCL1 SPRY2 SRD5A1 SRRM2 SSX2IP STK16 STK38 STON1 SUN1 SUPT7L TACR3 TBKBP1 TECPR2 TFAP4 TIMP4 TJP1 TLE3 TNNC2 TULP1 UBE2B UHRF2 UNC93A USP5 ZER1 ZHX3 ZKSCAN1 ZNF169 ZNF212 ZNF268 ZRSR2 GSE19401_PAM2CSK4_VS_RETINOIC_ACID_STIM_FOLLICULAR_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19401_PAM2CSK4_VS_RETINOIC_ACID_STIM_FOLLICULAR_DC_UP ABCC5 ABHD18 ACTL6A ADAMTS9 ADGRG1 ADPRH ANKRD55 APOBEC3C ARGLU1 ARMC8 ARMT1 ATM C10orf95 C11orf58 CACNA2D3 CAVIN1 CCDC121 CCDC59 CCDC69 CCL8 CCND1 CDC34 CENPI CERS4 CFLAR CHST2 COPS5 CPPED1 CSF2RB CSTF2T CTNNB1 CTNND1 CTPS2 CYB5B CYRIB DPY19L1 DUSP7 DYNC1I1 ECT2 EFCAB2 ELMO3 ENTREP3 EPB41 ETFDH ETV5 FAM184A FAM193B FAM30A FBXO22 FBXO24 FGD1 FGF7 FGG FHOD1 FNDC11 FRG1 FRS2 GALR2 GMCL1 GNG10 GNL3L GRK5 GTF2F2 HERC2P3 HES1 HMGB2 HMGCS1 HOXB7 HOXC6 HSD17B7 IDH1 IL18 IL21R IMPA2 IRF3 JUP KATNBL1 KCTD13 KIF15 KIF23 KIR2DL4 KLHL35 LBR LMO2 LPAL2 LRCH4 LRIF1 LRP8 LUC7L3 MAPKBP1 MFSD11 MINPP1 MLF2 MMADHC MPHOSPH8 MPHOSPH9 MRGBP MTHFD2 MTMR6 MYBL1 N6AMT1 NDE1 NDEL1 NLGN4X NPM1 NR5A2 OGFOD1 OPHN1 OR1D2 OSBPL11 OVOL2 PANK3 PAPOLA PAQR4 PCLAF PCLO PCNA PDLIM5 PEX11B PICALM PIK3CD PKD1P1 PKD1P6 PPM1A PPP2R5B PRR5L PSAT1 PSTPIP2 PTCD1 PUM2 PVR RAB29 RACGAP1 RAD21 RAD23B RASGRP2 RBM26 RCHY1 RGS14 RMDN1 RMND1 RNF138 RNF6 RPS23 RPS6KA5 RRP15 RTN2 RUNX1 RXRG SAPCD1 SCTR SECISBP2 SETD6 SLC13A3 SLC17A1 SLC24A1 SLC2A4RG SLC39A6 SLC43A1 SLC44A1 SLC4A3 SORBS1 SRP9 ST3GAL2 ST7 STAT5A STEAP3 SUMO2 TCP1 TDP2 TENT5C TIMM10B TMEM140 TMEM41B TNFAIP1 TNMD TOB2 TOPBP1 TRAFD1 TRAPPC13 TRAPPC2 TRIM8 TSPAN12 UBE2E1 UBE2W WBP4 WIPF1 XRCC2 YTHDC2 ZDHHC18 ZDHHC6 ZKSCAN5 ZNF154 ZNF248 ZNF264 ZNF329 ZNF410 ZNF430 ZNF506 ZNF573 GSE19401_PLN_VS_PEYERS_PATCH_FOLLICULAR_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19401_PLN_VS_PEYERS_PATCH_FOLLICULAR_DC_DN AHSA1 ALCAM ARPC1A ATF5 ATP6V1E1 AVP BAG1 BARD1 BCL11A BCL7B BET1 BUD31 C2CD3 CASP5 CCL2 CCL4 CCL7 CCL8 CCR1 CD2AP CDK17 CDKN1A CDS1 CEP152 CFLAR CHUK CKB CMTR1 COX5A CPSF6 CRK CRLF3 CSTF2 CXCL1 CXCL3 DCAF4 DGUOK DNAJC7 EIF4A3 EIF4E ELL2 ELN EMP1 EPM2AIP1 EWSR1 FICD FKBP15 FLOT1 FRG1 GABPB1 GART GMFB GOSR1 GOSR2 GPSM2 GUK1 H2AC6 H2BC11 H2BC12 H2BC13 H2BC14 H2BC21 H2BC6 H2BC7 HAX1 HINFP HNRNPAB HOXA4 HRH1 IFI35 IFI44 IFIT1 IFIT2 IFIT3 IFITM3 IL1B IL3RA IL6 ITGA7 JAG2 JMJD6 KIN KLF10 KPNA3 LAIR2 LARP4 LARS2 LGALS3BP LILRB4 LMO4 LRP8 MAD2L1BP MAFF MAP4K4 ME2 MED13 MED6 MED7 MMP14 MRPL12 MRPS11 MSC MX1 MX2 MYBL2 MYO1E N4BP1 NAT1 NDEL1 NDUFA6 NFKBIB NINJ1 NR0B1 NUP62 OASL OSGIN2 P4HA2 PCMT1 PDE6H PFKP PGAM1 PIK3C3 PLAUR PPP1R15A PPP2R2A PPP4R1 PROCR PRPF3 PRPF4 PSMB5 PSMB7 PSMB8 PSMC1 PSMD1 PSMD11 PSMD3 PSMD8 PTK2B PTP4A1 RAB31 RBP4 RGL1 RHOBTB3 RNF19B RPP38 RSAD2 S100A10 SCGB2A1 SDF2 SLC25A13 SNRPB SNW1 SNX4 SP100 SP110 SPAG7 SPINK1 SPOP SPTLC2 SRP54 SRSF10 ST3GAL5 STAU1 STOML1 STX11 SUPT20H TAP1 TAP2 TBCC TDRD7 TGM2 TICAM1 TLK2 TMEM87A TNPO3 TOR1B TRAF3 TRAFD1 TRIM21 TRIM22 TRIP4 TUBB4A TUBG1 TUSC2 U2AF1 UBE2L3 UBE2V2 UCK2 UGCG UPF2 UPP1 WDR47 XAF1 ZBTB43 ZNF143 ZNF175 ZNF207 ZNF391 ZNRD2 GSE19401_PLN_VS_PEYERS_PATCH_FOLLICULAR_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19401_PLN_VS_PEYERS_PATCH_FOLLICULAR_DC_UP AATK ABCB8 ACSM3 ADAM12 ADAM22 ADGRB3 ADH1B AGAP1 AP2B1 APPBP2 AQP4 ARL2BP ARR3 ARTN ASAH1 ASB1 ASGR1 ASXL1 ATRX BRS3 BTD CADM1 CAMK1G CANX CAP2 CAPN3 CARTPT CBR4 CBX7 CD302 CD72 CD99 CDKL5 CHP1 CLCC1 CLCN5 CNOT9 CPVL CRACDL CRKL CTDSPL CTNNB1 CYP2A7 DBP DCAF8 DCP2 DDHD2 DOCK2 DOT1L EID1 EIF3F EIF4B ELAVL3 EZH1 F11 FAM131B FAM153A FAM168B FGF13 FHIT FOXD1 FXN GAST GATD3 GFRA2 GGA2 GJA8 GPD1L GPR3 HADH HDAC4 HLA-DPA1 HNRNPA0 HPX HSD17B4 HSPA1L IFT140 IL10RB IL11RA ING1 INTS3 IRF6 ITFG2 ITGB6 LIPA LRRC14 LUZP2 MBNL2 MEG3 MPI MPPE1 MTA1 NACC2 NDUFV1 NEFL NKX2-1 NONO NOVA1 NQO2 NR2F1 NSD2 OGT PAFAH1B3 PAGE1 PALLD PCNT PCSK7 PDCD4 PDIA6 PDK2 PDXDC1 PEG10 PFDN5 PHLPP1 PHYH PIK3C2A PLCD1 PLCL2 PLN PLP1 POU1F1 PPP3CA PRKAB2 PRKRA PRODH PXN RAB22A RBM4B RBP1 RERE RPA1 RPL10 RPL39L RPS11 RRP1B SARAF SEC31A SEC31B SEPTIN9 SERPINA3 SF3A3 SFI1 SFN SFRP1 SH3YL1 SLC16A5 SLC1A6 SLC24A5 SLC29A2 SLC33A1 SLC35D1 SLC5A2 SLITRK2 SMARCC1 SNED1 SOX12 SOX4 SPPL2B SREBF2 SRRM2 STAT5B STK38 STT3A SUGP2 SV2B SYNE1 TAF1 TAL1 TCF3 TECR TEK TET3 TGIF2 THOC1 TMEM186 TOMM20 TPM3 TRIB2 TRIM16 TSN TTC3 TXLNGY UBE4B USP34 VAMP8 VEGFD WT1 XPA ZC3H4 ZHX3 ZMYM3 ZMYND10 ZNF160 ZNF516 ZNF623 ZRSR2 GSE19401_RETINOIC_ACID_VS_RETINOIC_ACID_AND_PAM2CSK4_STIM_FOLLICULAR_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19401_RETINOIC_ACID_VS_RETINOIC_ACID_AND_PAM2CSK4_STIM_FOLLICULAR_DC_DN AAMDC ACAA2 ACAT2 ACTR1A ACTR2 AEN AGFG2 ALDH5A1 ANAPC1 ANKRD27 AP4M1 ARHGEF3 ASH2L B3GALT4 BAG5 BCL11A BICD2 BIN2 BTK CAD CBX5 CCNF CEACAM3 CENPA CHKA CHST11 CHST12 COTL1 CPNE1 CRYAA CTNNBIP1 DBNDD1 DDT DDX19A DIP2C DNAAF5 DOK1 DRG2 DTX3 E2F1 EHMT2 EIF4H ELAVL4 ELMO2 EML3 ENSG00000274253 ETV5 EXTL3 FAM117A FKBP10 FKBP6 FOXM1 GAPVD1 GCNT4 GFI1 GLOD4 GLRB GLT8D1 GNAZ GPNMB GRAMD1B GRB2 GRIN1 GRP H3C2 HADHA HIRIP3 HOMER2 HOXB9 HOXC6 IKZF1 INPP5D IRF3 JADE2 KCNC4 KDM3B KIAA0930 KIF17 KIF3C KRT18 LCE2B LGALS9 LIN37 LMNB2 LMO1 LRFN4 LSM4 LSS MAGI1 MCUB MDK METTL3 MICAL3 MIOS MLLT3 MRPL16 MRPL34 MSH6 MYCN MYO1F MZT2A NANOG NDUFC2 NMU NOL9 NR5A2 OR3A1 OSER1 OSTF1 PACSIN2 PAFAH2 PAXIP1 PC PCBP2 PCMT1 PDCD6 PGC PIK3CD PINLYP PIP4K2B POFUT1 POLR3B PPFIA3 PPP6R3 PRAME PRDM11 PSMB1 PSMC3 PSMC4 PTCD1 PTPRJ PYGO1 RAB32 RAD17 RALBP1 RANGRF RAPGEF2 RETREG2 RHBDD3 RNF208 RNFT2 RPL18 RPL24 RPRD2 RPS7 RTN3 SAC3D1 SAP18 SART1 SCCPDH SCRN3 SEC14L5 SEC22A SELPLG SEPTIN8 SETD2 SETD4 SLC10A3 SLC2A4RG SLC37A4 SMARCD3 SNRPD2 SPECC1L SPG21 STEAP3 STMN1 SYNRG TACC3 TBC1D2 TCOF1 TCTA TEC TFB1M TINF2 TKFC TMED3 TMEM187 TMEM19 TMEM242 TMEM63A TOP3B TRAM2 TRAPPC3 TRIAP1 TRMT9B TTBK2 UBE4B USP21 VASH2 VDAC1 VILL WDR70 YY1AP1 ZDHHC18 ZDHHC3 ZNF132 ZNF268 ZNF646 ZNHIT1 GSE19401_RETINOIC_ACID_VS_RETINOIC_ACID_AND_PAM2CSK4_STIM_FOLLICULAR_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19401_RETINOIC_ACID_VS_RETINOIC_ACID_AND_PAM2CSK4_STIM_FOLLICULAR_DC_UP ABCG2 ACTN2 ACVR1 ACVR1B ADAM29 ADAMTS8 ADAMTSL2 AIM2 AK1 ANKRD55 ARAP2 ARC ASGR1 ATG4B ATP2B1 BAIAP2 BBOF1 BCL2L11 BEX1 BRAF BTBD7 BTG3 BZW1 CAMK4 CASS4 CAV1 CBARP CCND1 CD19 CD200 CD72 CD82 CHD1 CHGA CLDND1 CRTAM CSGALNACT2 CWF19L1 CXCL3 CYP1A2 DCBLD2 DCSTAMP DKK2 DOK5 DYRK3 EGR4 EHD2 EID1 EIF1AY EIF2AK3 ELMO3 ELOVL2 ENPP2 ERF ERO1B F13B F2RL1 FAM114A1 FBXO41 FGD1 FGF7 FOXA2 FRS2 GABBR1 GATA6 GFPT1 GLS GMFB GNA15 GNG4 GPATCH2 GPR171 HPCAL1 IFNGR2 IL6ST INPP1 INSL4 IRF4 IRX4 KCND2 KCNK5 KCTD15 KLF4 KMO KRT4 LRRC8B LYPD1 LYPD3 MAGEA1 MAGT1 MAP2K3 MAP7 MAPK1IP1L MARCKS MAT2A MATK MCL1 MCTP2 ME1 MMP16 MMP20 MORC1 MPP1 MRPL39 MSC MTMR11 MTRF1L MYC NAB1 NABP1 NDEL1 NDRG4 NINJ1 NIT1 NMBR NNAT NPIPB3 NTS NUS1P3 NXF1 OTUD3 OTUD4 PAH PDCD11 PDGFA PELI1 PER2 PHLDA2 PIGL PIK3C2B PMCH PPP1R37 PPP2R2D PPP2R3A PRNP PSG3 PTPN7 PYGB RAP1B RASA1 RASAL1 RASGRF1 RBMS2 RCOR1 RIN1 RPS27 RRAD RRP15 RUFY2 RUNDC3B SCAND2P SCN11A SDS SERPINB8 SGSM2 SH2B3 SHCBP1L SHOX2 SIK1 SLC25A32 SLC7A10 SLCO4C1 SMOX SNAP91 SNAPC2 SOCS1 SOCS2 SPSB1 STAU2 STK19 STK38L TARP TCIM TEKT2 TENT4A THEG TLCD3A TMC6 TMCO1 TNFAIP1 TNFRSF12A TRHDE TRIM25 TSC22D1 UBQLN3 UNC93A VLDLR VPS37A WDR45B WSCD1 ZC2HC1C ZNF334 ZNF432 ZNF613 ZNF706 GSE19401_UNSTIM_VS_PAM2CSK4_STIM_FOLLICULAR_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19401_UNSTIM_VS_PAM2CSK4_STIM_FOLLICULAR_DC_DN ABRAXAS2 ADAMDEC1 ADAR AGPS AK4 ANXA1 ANXA4 ARHGAP25 ARPC1A ATF5 ATG4A ATOX1 ATP6V1E1 BARD1 BCAS2 BCL2L2 BLOC1S1 BLTP1 BLZF1 BRD2 BST2 CAPN2 CASP5 CCDC86 CCL7 CCL8 CD164 CD2AP CD47 CD58 CDC27 CDV3 CGGBP1 CGRRF1 CHAF1A CHMP2B CKB CMTR1 COQ7 CPM CREG1 CSTF2 CTSC CTSL DCTN6 DECR1 DLAT DNAJC13 DOCK10 DUSP1 ELF1 ELL2 FANCL FICD FKBP15 FNDC3A FPR3 FXR1 GATAD1 GMFB GNG11 GPD2 GPR18 GRSF1 GSAP GUK1 HCCS HEXA HSPB1 HTATIP2 IFI27 IFI35 IFIT1 IFITM2 IFITM3 IGHM IL1RN IRAK1 IRF2 ISCU ISG15 KIN KLF10 LAIR2 LAMP2 LGALS3BP LIG4 LILRB4 LIPA LPAR1 LRP2 LRRFIP1 LSS LYSET MAP3K4 MAP3K8 MAPK6 MED7 MEF2A METTL13 MICB MPP1 MRPL12 MRPL19 MRPS11 MTHFD1 MTX2 MX1 MX2 MYO1E N4BP1 NAT1 NCOA6 NDEL1 NDUFA6 NDUFB5 NEU1 NFX1 NPC1 NR1H3 NSMAF NT5C2 NUCB1 NUCB2 NUP153 OASL OTUD4 PDCD11 PDE4DIP PDHX PDIA3 PDIA6 PFDN1 PGGT1B PHYH PIGH PLSCR1 PPP1R15A PPP2R2A PROCR PRPF18 PSMA3 PSMB8 PSMC3 PSMD11 PTK2B PTP4A1 R3HCC1L RARS1 RASGRP3 RB1 RGL1 RNF19B RPS6KB1 RTCB SETX SGMS1 SIK1 SLC25A13 SLC30A1 SLC38A6 SMURF2 SP100 SP110 SPG11 SPINK1 SPP1 SSB ST3GAL5 ST8SIA4 STARD8 STX3 SUPV3L1 TARBP1 TBCC TCEAL1 TCL1A TDP2 TDRD7 TFDP1 TGIF1 TGM2 THBD TIMM17A TIMM8A TMED5 TOB1 TOR1B TRIM21 TRIP4 TSPYL5 TUBB2A UBE2L3 UBE2M USP8 VIM VPS26C VRK2 XRCC4 ZBTB43 GSE19401_UNSTIM_VS_PAM2CSK4_STIM_FOLLICULAR_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19401_UNSTIM_VS_PAM2CSK4_STIM_FOLLICULAR_DC_UP ACTC1 ACVR2B ADORA2A AK4 ARF6 ASCC3 ATP11B BAHD1 BBC3 BCAP29 BCL2 BMS1 BRD3OS BRD4 CACNB4 CACTIN CASK CAV3 CCL20 CCL3 CCL4 CCL7 CDC42EP2 CDC42EP3 CDH15 CENPS CHD1 CLIP3 COG2 COL4A1 CPD CPSF4 CRY2 CSNK1E CSRNP2 CYP17A1 DHX8 DKK1 DNMBP DUSP5 EFNB2 EIF1AX ENTPD4 EOLA1-DT EPM2AIP1 ERP44 EXO1 FABP1 FAM107A FAM20B FEM1C FGD1 FGF6 FGFR4 FOXO3 FPGS GABPB1 GALNT18 GALR2 GCK GLE1 GNB5 GPSM2 GRK6 GUCY1A1 H2AC11 H2AC15 H2AC6 H2AX HAPLN1 HGS HIC2 HSD17B6 HTR7P1 IAPP IER2 IGF1R IGSF3 IL1B IL6 ING3 INPP5K INSIG2 IPO9 IRS2 ITGA1 JAK1 KARS1 KIAA0586 KLF1 KLHL21 KLHL23 KRR1 LIAS LIG1 LIMK2 LPIN2 LRRC14 MAMLD1 MAP2K3 MAP3K3 MCM7 MKLN1 MMP14 MMP17 MUC1 MXD1 NCOR2 NDC80 NF1 NOVA2 NR2C2 NRTN NXPH4 PCNT PCNX1 PDLIM3 PFKFB4 PLCE1 PLK3 POLG2 POU2F1 PPARA PPP1R13B PPP2R2A PRPF3 PTGS2 PTH PURA RAB27B RAB40C REG3A RFC3 RFTN1 RIPK2 RNF103 RNF19B RPS6KA5 RRN3P1 SART3 SBF1 SBNO2 SCN7A SEMA6C SENP5 SERPINB2 SHOX SIK2 SLC25A42 SLC26A4 SLC27A2 SNX13 SOS1 SOX1 SPARCL1 SRD5A1 SRPK1 SRSF10 STX11 TAF6 TBCC TDRD7 TENT4A TEX41 THOC5 TIMELESS TM4SF4 TNFAIP8 TNFRSF10D TOB2 TP53BP1 TPM1 TRAF1 TRAF3 TRIM23 UBE2B UBE2V2 UCKL1 USP34 UST VCL WDR13 WDR47 WNT11 WNT8B XRCC3 ZBTB7B ZC3H11A ZFP36 ZKSCAN1 ZNF273 ZNF345 ZNF391 ZNF41 ZNF460 ZNF85 ZRSR2 GSE19401_UNSTIM_VS_RETINOIC_ACID_AND_PAM2CSK4_STIM_FOLLICULAR_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19401_UNSTIM_VS_RETINOIC_ACID_AND_PAM2CSK4_STIM_FOLLICULAR_DC_DN ABR ACVR1 ADAM20 ADCY9 ADD3 ADH5 ADORA2A AGFG1 AK4 AKR1B1 AMPD3 ANKLE2 AP1B1 APBB3 ARHGEF2 ASMTL ATM ATP1B1 ATP8A1 ATRN BATF BCAR3 BCAT1 BCL2A1 BID BLZF1 BTG1 C3AR1 CAMKK2 CCL1 CCL18 CCL20 CCL5 CCT6A CD47 CD99 CDC42EP3 CDH5 CELSR1 CHST2 CITED2 CLEC11A CPM CPQ CPVL CRK CTSF CTSK CTSZ CXCL11 CXCL2 CXCL3 CYRIA DAPK1 DENND5A DNAJA2 DNTTIP2 DSC2 DUSP14 DYRK3 EHD1 EIF2S3 EIF4B EREG F13A1 FAS FBLN5 FN1 FOLR2 FYN GADD45B GEM GNA12 GOSR2 GPNMB GPR107 GYPC HEXA HGF HNMT HNRNPA0 HOMER3 HSD17B4 ICAM1 IFIT1 IGF1 IKZF1 IL15RA IL18R1 IL1B IL2RA IL6 IL7R IRF8 ITGB5 KANK1 KCNJ15 KDM6A KMO LAMC1 LIG4 LSR MAP2K3 MAP3K1 MAP3K8 MAP4K4 MARK3 MGMT MITF MPP1 MTF1 MTSS1 NCOR2 NID1 NISCH NLRP3 NRP1 NUCB2 OAZ2 OLFML2A OLFML2B P2RX4 PANX1 PDPN PES1 PFDN4 PIK3CA PIM2 PIP PLAGL2 PLD3 PLIN2 PLTP PPP3CB PTGER4 PTP4A1 PTPRJ PTX3 RBMXL2 RENBP RIN2 RNASE1 RPL13P5 RPS6KA2 RRAD RRS1 SATB1 SDC2 SDC4 SEC23B SELENOP SERPINB2 SERTAD2 SLA SLC26A2 SLC7A8 SQSTM1 SRSF6 STAB1 STAT5A STK10 STK17A STMN1 TECR THAP12 THBS1 TIMP1 TIMP2 TLR2 TMPRSS2 TNF TNFRSF14 TNFRSF21 TNFRSF4 TNFSF8 TNIP1 TP53BP2 TRA2A TRAF1 TRIP10 TSPAN4 TSPYL5 TUG1 TUT4 USF2 UTP3 UTRN VPS4B WDR1 WTAP WWP1 YTHDF3 ZC3H15 ZHX2 ZKSCAN1 ZNF200 ZNF22 ZNF253 ZNF3 GSE19401_UNSTIM_VS_RETINOIC_ACID_AND_PAM2CSK4_STIM_FOLLICULAR_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19401_UNSTIM_VS_RETINOIC_ACID_AND_PAM2CSK4_STIM_FOLLICULAR_DC_UP ABHD14A ACP5 AGT AKR1A1 AKT1 ALOX15B AOC2 APOM ARHGEF4 ARRB2 ATF6B ATP2A3 ATP6V0D1 BATF BCAP31 BCL2L11 BTD BUB1B CALCOCO1 CAPG CARM1 CBL CCDC85B CCDC9 CD180 CD1B CD300C CD72 CD99 CDC42BPA CDK5 CDKN1C CDX2 CECR7 CLDN7 CLEC11A CLMN CLN3 COMT CORO2B CREB5 CRIP1 CSTB CTSK CUL4B CYP2C19 DCTN1 DDB2 DDOST DEAF1 DGCR6L DHPS DHRS7 DNASE2 DOCK10 DOK2 DOP1B DPAGT1 DSTNP2 DVL3 ECHS1 ELOB EMP3 ENTPD6 EPHB6 ERCC1 EZR FADS1 FANCG FBP1 FCGR3A FCGR3B FCN1 FIG4 FKBP15 FMO4 FOXC1 GAA GET3 GGA2 GLA GNG4 GNS GSTO1 HEBP2 HEXA HK3 HSD17B1 HSP90B1 HSPA1A HTR7P1 ICAM3 IL1R2 ITGA3 ITGAM ITIH1 KCNJ13 KDELR2 KIR3DL1 KRT4 LAMP1 LEPROTL1 LGALS1 LGALS3 LHX1 LILRA3 LMAN2 LRPAP1 LTA4H MANBA MAP4K1 MAP4K2 MED24 MFSD10 MIF MPI MPPED1 MPRIP MSH2 MYO1A NAA80 NDUFA7 NDUFB8 NR1D2 OLFM1 OS9 PBXIP1 PCLO PDE4C PHF21A PHKG2 PI4K2A PIGF PIP5K1C PLOD3 PLP2 PLPP3 PMP22 POLA1 POLR2I POM121L2 PPP1CA PPP1R12B PPP3R1 PRKX PSMB9 PSTPIP1 PTK2B PTPRO RAB5C RABAC1 RAC2 RAD51 RAP1GDS1 RAP2B RENBP RIDA RNASE2 RPN1 RRAS S100A4 S100A8 SASH3 SCAMP3 SDHB SEPHS2 SGTA SH3GL2 SLC22A5 SMARCC1 SMARCD3 SPINK1 SRPK3 STC1 TADA3 TBCD TCF20 TECR TERF2 TIMP2 TMEM184B TNFRSF1B TNNI1 TRANK1 TRIO TUBB2A UCP2 UNG VAT1 VEGFB VILL WFS1 WWP2 XPA XPC YWHAH ZFAND5 ZNF205 ZNF674 ZRSR2P1 GSE19401_UNSTIM_VS_RETINOIC_ACID_STIM_FOLLICULAR_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19401_UNSTIM_VS_RETINOIC_ACID_STIM_FOLLICULAR_DC_DN ACTR1A ACVR2A ADORA2A AGFG1 ALCAM ANPEP ARL4C ATF3 ATF5 ATP5MG AUTS2 BAG1 BCAR3 BCKDK BRD3OS CACNB4 CCL3 CCL4 CCL5 CCR5 CD247 CD40 CD80 CD83 CDC42EP2 CFB CFLAR COQ7 CSF2RA CSRP3 CXCL1 CXCL11 CYLD CYP2B7P DDX52 DDX6 DESI1 DMTN DNAJB5 EEF1B2 EHD1 EIF3A EIF4H EPHB4 ERP44 EXOC3 EZH2 FABP4 FABP5 FSCN1 G0S2 GADD45G GBP1 GCNT1 GEM GGH GLS GP1BA GPKOW GSN GYPC H1-0 H2AC13 HCK HIP1 HLA-DOB HMGA1 ICOSLG IDS IL10RA IL15RA IL1B ILK IMPDH2 INPP5J ITCH ITM2A ITPA JUNB KCNJ15 LAD1 LAG3 LAMA3 LAMP3 LIMS1 LIN7A LMO3 LSM1 LSS MACF1 MARCKSL1 MARK3 MARS1 MCCC2 MGLL MIR22HG MN1 MT2A MTSS1 N4BP2L2-IT2 NDC80 NDUFV1-DT NECAP1 NEMP1 NFKB1 NFKB2 NFKBIA NOTCH3 NPAT NQO1 NRAS NSA2 NUP188 OGA P2RX4 PCDHB17P PDE4DIP PDE8B PIK3C3 PIR PLAGL2 PLCB3 POLG POLR3C PRPF19 PRPF3 PSMA1 PSMD1 PSPH PTPRT RABGGTB RBP1 RBP4 RELB RNF11 RPGR RPL23 RPL24 RPL27A RPL36A RPL37 RPL4 RPS25 RSRC2 SASH1 SCARF1 SCG5 SDC4 SEC24D SELL SEPTIN11 SERPINB9 SERPINE1 SHMT2 SLC16A3 SLC18A3 SLC7A5 SMARCE1 SMC2 SNX19 SNX29 SRGAP2 SRP72 SRSF10 SRSF2 SSPN ST18 STAT4 TAF1B TAF6 TFAP2C THBS1 TNF TNFAIP2 TNFAIP3 TNFRSF4 TNIP1 TNPO1 TP53BP2 TRAF1 TSR1 TUG1 TUT4 TXNL4A UAP1 UBE3C ULK2 USP13 VCAM1 VCP VOPP1 XPNPEP1 ZKSCAN1 ZMYND11 ZNF131 ZNF804A GSE19401_UNSTIM_VS_RETINOIC_ACID_STIM_FOLLICULAR_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19401_UNSTIM_VS_RETINOIC_ACID_STIM_FOLLICULAR_DC_UP ABCG1 AIM2 AIMP2 ANKS1A APOBEC3B ARF3 ARHGDIB ASGR2 ATF4 ATOSB ATP5MC1 ATP5PD AURKC BCKDHA BTN3A3 BUD31 C2 CAMK1 CAPG CAPNS1 CCL22 CCNH CD52 CDK14 CENPB CLDN7 CLPP CNPPD1 COL19A1 COPS6 CORO1A COX5B COX6B1 COX8A CSK CTPS1 CTSH CXCR4 CYP4A11 DDIT4 DHPS DNAJB2 DNAJC13 DRG1 DUSP1 DYNLT1 EBP EDEM1 ELK4 ENPP2 ERCC1 EXTL3 FADS1 FADS2 FBL FBP1 FCGR1A FCGR3A FCN1 FGL2 FGR FH FLOT1 FOS FOSB FOXA2 FURIN GIGYF2 GOT1 GPX2 GRHPR HBEGF HCAR3 HDLBP HK3 HLA-DQA1 HLA-DQB1 HLA-DRB4 HS6ST1 HSPB1 HYAL2 IER2 IFNA1 IFNA14 IKBKE IL17RA IL2RG IMPDH1 IRF7 IRX3 ITGAL ITGB2 ITPR1 JUND KBTBD11 KCTD17 KDM3A KLHL21 LAGE3 LCE2B LGALS3BP LILRA3 LMO4 LRP10 LRRC42 LSM2 LTA4H LY75 LYL1 MAPK8IP2 MFSD5 MIF MMP9 MRPS12 MT1A MT1F MT1G MT2A MVP MXRA7 MYCBP NBEAL2 NDUFB8 NDUFS2 NPY NR4A2 NRGN NUDC NUP210 OS9 P2RY6 PAK1 PARVB PCK2 PDE6D PDGFB PGD PLAAT4 PLOD3 POLR2I PPP1CA PRIM2 PSMB10 PSMB3 PSMB6 PTPA PTPN22 PTPN6 PURA RAB31 RAB6A RABGGTA RAC2 RCC1 RGS16 RPN2 RRAS RRP12 RSAD2 RUNX1T1 RXRA S100A12 S100A8 S100A9 SART1 SEC14L1 SERPINA1 SFTPC SFXN3 SH2B2 SLC16A3 SLC20A2 SLC2A3 SLC34A1 SLC6A12 SLC7A7 SNHG29 SPARC SPN SRM ST3GAL5 STIP1 STOML2 SUPT4H1 TAPBP TCIRG1 TGM2 TMCC1 TRIP6 TSC22D4 TSPO TWF2 TXNIP UMOD UQCRQ VAMP5 VWA8 YARS1 YIPF1 ZFAND5 GSE19512_NAUTRAL_VS_INDUCED_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19512_NAUTRAL_VS_INDUCED_TREG_DN ABCC2 ABHD5 ACAA2 ACTC1 ADAM18 AKAP12 AKR7A3 ALAS2 AP3S2 AQR ARAF ARFIP2 ART3 BBS4 BCAT2 BCLAF3 BMP3 BRDT BTF3P11 C4BPA CASP1 CCL3 CCL4 CCPG1 CD24 CD5 CD58 CD7 CDK6 CDV3 CEACAM6 CEBPD CFL1 CHD4 CHRNB1 CIB1 CIITA CLCA1 COCH COL10A1 CRTAM CTH CUL2 CXCL2 CYP24A1 DDN DENND5A DHRS3 DHRS7 DNM2 ELAVL4 ELF4 ELK3 ENDOD1 ENTPD3 EPAS1 EREG F3 FAM131A FAM149A FAM205BP FAM216A FCN3 FLT1 FOSL2 FXR1 G6PC1 GABRA5 GALNT3 GBX1 GCHFR GDF11 GINS1 GNAQ GPC4 GPR68 GPS2 GPX4 GRB7 GRIK3 GSN GSTO1 GYS2 H2BC4 H2BC7 H3C11 HEXB HFE HLA-DRB6 HOXB2 HRC HSD3B1 IFI35 IGF1R IGKV1D-13 IL1RL2 IL2RB IL2RG INSIG1 ITPR3 JRK KBTBD11 KCTD12 KDM7A KIAA0513 KIF17 LAMA3 LEPR LPXN LRRTM2 MAN2B2 MARCKS MET MINDY2 MYC MYH9 NAPG NDRG4 NDUFA7 NET1 NME6 NOVA2 NPAS3 NR3C1 NUP214 OLR1 OTC PABPC4 PBX3 PCDHB11 PDC PDIA6 PHKG2 PHTF1 PI4KB PIAS2 PLA2G4A PLAAT3 PLP2 PNLIPRP2 PNP PON3 PPP4R1 PRKX PSEN1 PTPRE R3HDM1 RALGDS RAP1GDS1 RBP4 RBPJ REL RFPL1S RGL1 RGS16 RND3 RPE65 RPLP0 RPS12 S100A11 S100A7 SAA1 SAFB2 SERPINB9 SERPINC1 SIPA1L1 SIRPB1 SLA SLC22A2 SLC25A24 SMARCE1 SOX10 SPAG1 SPATA2 SPICE1 SPTAN1 SS18 SSX1 TAC1 TAT TCF4 TLR3 TMEM47 TMPRSS15 TNFRSF10B TNFRSF1B TOM1 TSBP1 TSHR TSPYL2 TTLL5 TUBA4A UBE2B VAC14 VCAN WIF1 YWHAE ZNF202 ZNF205 ZNF81 GSE19512_NAUTRAL_VS_INDUCED_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19512_NAUTRAL_VS_INDUCED_TREG_UP AATK ACKR1 ADGRB3 ADORA1 AHNAK AHSG ALOX15B ANK1 ANXA9 AP3B2 AQP2 AQP6 ARR3 ARVCF ATP6V1G2 ATP9A B3GAT2 B9D1 BARX2 BICD1 BMP6 BRINP2 BTK CALCR CAMK2A CAP2 CAPN9 CCL1 CCL2 CCNB2 CCR1 CCR9 CDK19 CDKL1 CEACAM1 CFD CLGN CMKLR1 CNNM2 COL9A2 COQ9 CPA1 CRAT CRX CRYGA CXCL1 CXCR2 CYP11B1 CYP2C8 DGCR5 DIO3 DLG2 DMXL2 DNAJB12 DTNA DUS4L EIF4G3 EIF5A ENTPD2 ENTREP3 EPB41L1 ERBB2 ERBB4 ERG EXD2 EXTL2 FAM234B FBLN5 FBP2 FETUB FGF4 FLRT2 GABRB3 GABRE GLA GLRB GNB3 GP1BA GP9 GRIA3 GRM8 GSK3A GZMH HCRT HMGCS2 HOXB5 HOXB7 HPCA HS6ST1 HSD17B8 HSF1 HYAL3 IGF2 IGFBP1 IL17A IMPG1 INPP5A IRX5 ITFG2 ITGB3 KCNH1 KCNMB1 KCTD7 KMT2D KRT14 KRT4 LCN1 LEFTY2 LILRB2 LINC00588 MAGEA11 MAPK8IP2 MEOX2 MFAP4 MN1 MTUS2 MVK NALF1 NBR1 NID2 NR0B2 NR1I2 NR2F6 NRP1 OR10H3 P2RX5 PARP3 PCDHA12 PCDHA3 PCSK5 PDZD2 PGD PHYHIP PLA2G15 PLOD3 POLE2 POU4F1 PPM1E PROP1 PRORP PRUNE2 PTGDS PTGS1 PTPN3 PTPRD PTPRZ1 PYY RAB11FIP3 RAB27B RAB30 RAB32 RAB40C REG3A REM1 RHOC RNASE2 RNASEH2B RUNX2 SASH1 SCAPER SCGB1A1 SCHIP1 SCNN1A SDC3 SEMA6A SEZ6L SGCA SIX3 SLC12A1 SLC22A4 SLC6A1 SMARCD2 SRPX STAR STC1 SULT1C2 TBX19 TEX28 THRA TMCO6 TMEM30B TMEM8B TNP1 TOB2 TOX3 TPGS2 TRIM31 TSPAN1 TTLL4 TTPA UCK2 UPK1B WNT4 ZBTB40 ZBTB5 ZDHHC18 ZIC3 GSE19772_CTRL_VS_HCMV_INF_MONOCYTES_AND_PI3K_INHIBITION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19772_CTRL_VS_HCMV_INF_MONOCYTES_AND_PI3K_INHIBITION_DN AATK ABT1 ACRBP ACVRL1 ADGRG3 AFP AGRP AHCY ANXA10 AOAH APEX1 ARID3B ARL4A ARL4C ASGR1 BANF1 BBS9 BEX4 BMP1 BRK1 BZW2 C15orf39 C1orf52 C6orf136 CA4 CA6 CACNA2D3 CCR7 CD2 CDH16 CHST3 CILP2 CNN3 COPS2 CRADD CRNKL1 CRYBG1 CRYM CTNND2 CTPS1 CTSE DAB1 DAP DDX3Y DMGDH DNTT DOLPP1 DPCD DPH5 DRAP1 E2F3 EFNA1 EFNA2 ENTPD5 EOMES ERP29 EXOSC7 F2RL3 FAM241A FAM3A FASTK FGF1 FGF2 FKBP4 FNTB FOXRED1 FRMD8 GABPB1 GABRD GAMT GART GATA5 GGA2 GGT1 GLO1 GLRX3 GML GPX2 GRAP2 GRIN1 GRK6 GRWD1 GSN H2AB2 HDAC7 HOXB5 HS3ST3A1 HSD11B1 HSD17B3 HSF1 HSPA1L IL10RA IL6R IMMT INA IRAG1 ISLR IVD JPT1 KCNJ11 KCNJ5 KCNK2 KRT17 LCOR LHX8 LSM7 MET MFAP4 MFAP5 MLYCD MRPL38 MRPS18B MTMR10 MYL12B NDUFA10 NDUFAF4 NDUFS6 NEFH NFIA NHP2 NKX6-2 NPC2 NPHP1 NPPA NR0B1 OAZ3 ORC1 PAPOLB PC PDYN PFDN5 PITPNB PKDCC PKIB PLA2G2C PLXNB2 POLR2L POU1F1 PPIC PRKCZ PRR15 PRUNE1 PSPH RAMP2 RAP2B RCAN3 RFLNB RGS4 RMND1 RUNX1T1 RXYLT1 S1PR4 SCGB1A1 SCMH1 SELL SEMA4B SFXN1 SHE SIM2 SLC26A1 SLC2A4 SLC30A4 SLC35A4 SLC3A2 SLC5A11 SLC6A3 SMAGP SMO SNTB1 SOAT1 SORD SPATS2 SPRYD4 SSRP1 ST3GAL1 ST6GALNAC2 TASOR TBC1D24 TERT TGFBR1 THPO TIMP2 TMED8 TMEM150A TMUB2 TPD52L1 TRIM13 TUBA1A TUBA4A TUBB3 UBE2L6 UGGT1 USP3 UTP20 VPS16 WDR55 WNT5B WWTR1 ZAN ZNF653 GSE19772_CTRL_VS_HCMV_INF_MONOCYTES_AND_PI3K_INHIBITION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19772_CTRL_VS_HCMV_INF_MONOCYTES_AND_PI3K_INHIBITION_UP ABL2 ACSM2A AKAP8 ALG13 APOA5 ARL2BP ASIC1 ATG4D ATP1A2 ATP2A2 BET1L BIRC2 BIRC3 BMS1 BTLA C12orf29 C1orf100 C1orf162 C2CD2L C9orf152 CACNA1G-AS1 CBFB CBR1 CCDC12 CCIN CCNJ CDH12 CFAP95-DT CHPF2 CHRNA1 CHRND CLIP2 CLSTN2 CNEP1R1 COQ10B CREB5 CTCF CTTNBP2NL CYCS DAZAP1 DBNL DCP1A DCUN1D5 DDI2 DDX27 DEXI DHRS2 DTHD1 EBNA1BP2 ELOA EMC8 ENTPD7 FASN FBXO28 GAN GLRX2 GLYATL1 GOLGA2 GOLPH3 GOPC GPR50 GSK3A H2AC14 H2AX H4C9 HES6 HGH1 IL17RA INSC IPPK JAGN1 KCNJ16 KIAA0319 KLHL42 LAMC2 LANCL2 LEMD3 LIN37 LINC01096 LINC01226 LINC01711 LINC02297 LMNB2 LMO1 LPP LRRC2 LRRC8E LSG1 MAGEB6 MICALL1 MIEF1 MIER2 MLF2 MPHOSPH6 MRPS18C MRPS22 MTMR9 MYBBP1A MYO10 MYO9B NABP1 NFKBIZ NKX3-1 NOL6 NUDC NUP54 ODF3L1 OPA3 OR3A3 OTULIN PATE2 PDE4B PIGA PIK3CD PLPPR2 PNPLA1 POLE3 POLR3A POLR3G POU4F2 PPP1R8 PPP2CA PPP2R2D PREB PRF1 PRPF3 PRPF40A PRPF6 PRRC1 PUDP RAB5IF RCSD1 REEP2 RIC8A RPH3AL-AS1 RPP40 RRN3P3 RTKN S1PR5 SAMD4B SCN3B SDHC SEC23IP SELENOI SGPL1 SGSM3 SH3RF3 SHROOM1 SLC25A44 SLC2A6 SLC35A2 SLC52A2 SMTN SOCS4 SPZ1 SRM SRP54 SRP68 SSMEM1 SSTR4 ST20 STAR STARD13 STARD8 SYNCRIP TCF24 TEX30 TMEM33 TMEM41B TOE1 TP53INP2 TPCN2 TRIB1 TRIM51 TRIM61 TRIM62 TSR3 TSTD2 TUBA1B TUBA1C UBE2S UPB1 USP36 USP7 VENTX WDR26 ZBTB11 ZNF322 ZNF398 ZNF407 ZNF417 ZNF777 ZNF791 ZZEF1 GSE19772_CTRL_VS_HCMV_INF_MONOCYTES_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19772_CTRL_VS_HCMV_INF_MONOCYTES_DN ABHD4 ACTL6A ADAM33 ADCY5 ADD2 AGBL1 ALLC ALOX12 ANKRD12 ANP32A ARL6IP5 ASAP3 ASB16-AS1 ASH1L-AS1 ATP6AP2 ATRN BEX5 C22orf23 C5AR2 CASQ1 CAVIN2 CBX5 CCDC17 CCDC28B CCL28 CD48 CEP162 CFAP46 CKMT2-AS1 CLASP2 CLN3 CLNK CLPS CORO6 CPSF2 CRADD CTDSPL2 CTNNBIP1 CTNS CYBB CYLC1 DCAF12L1 DDOST DECR2 DNAH6 DNAJB14 DNAL4 DNASE2 DTWD2 DUSP19 DVL2 DYNLT3 ECH1 ECM2 EGLN3 ENSG00000170846 ENTPD5 EPB41 FAM205A FAM205C FAM229A FAM78B FBXO10 FBXO42 FCHSD2 FGF11 FITM1 FOXN3 FYB2 GABRA6 GABRG1 GGTLC1 GIMAP8 GLIS2 GNS GOLM2 GREB1L GSX1 HADHB HMGCL HYDIN2 IFT122 ITFG1 KANK2 KAT8 KHDC1 KRT222 KRTAP10-11 KRTDAP LAPTM4A LDAF1 LINC00032 LINC00309 LINC00315 LINC00612 LINC01252 LINC01260 LINC01547 LINC01566 LINC02092 LINC02825 LIX1L LLGL2 LNPEP LRRC77P MAGEB2 MAGEF1 MAN1B1 MATN1-AS1 MED13L MGAT4B MPDZ MROH8 MTA3 MUCL1 NAALAD2 NACA4P NEURL2 NLRP9 NTRK2 NUDT16L2P OLMALINC OR2B2 OXCT1 PCDHGA10 PCDHGB7 PCNX4 PHF3 PIGK PIGR PKD2L1 PLS3 PMS1 POLK PPT1 PRDX4 PRKAB2 PRKCSH PRTG PSD2 PSG4 PUM1 RAP2B RASL10A RAX RBL1 RBM3 RERG RPS13 SEPTIN8 SGK2 SH3BGRL SIAH1 SLC16A6 SLC17A3 SLC22A17 SLC25A29 SLC4A10 SMLR1 SNAPIN SNHG7 SOCS2-AS1 SPARC SRGAP2C SRR SSBP2 SSR4 SUGT1P3 TCAF2 TCEAL4 THAP11 TM2D3 TM9SF2 TMEM106B TMEM143 TMEM59 TNFSF15 TRAIP TREML3P TWSG1 VGLL2 VMP1 XPC ZBED3 ZC3H10 ZDHHC19 ZDHHC7 ZFAND5 ZFHX4-AS1 ZFP90 ZFPM1 ZNF135 ZNF19 ZNF346 ZNF76 GSE19772_CTRL_VS_HCMV_INF_MONOCYTES_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19772_CTRL_VS_HCMV_INF_MONOCYTES_UP ABCG2 ACADL ACP6 ADAM19 ADGRL1 ADIPOR2 AFF2 AGFG1 AHNAK AHR AKAP12 AKTIP AMZ2 ANKRD46 ANXA1 ANXA2 AP3B1 APC ARAP3 ARL4D ARPC3 ASAH1 ATF6 BATF3 BCL2A1 BCL2L11 BCL6 BLZF1 BPHL C5 CA2 CAMLG CAPN3 CASP1 CCL5 CD160 CD200 CD244 CD81 CD9 CD93 CHCHD7 CHRNB1 CPD CPT1A CRTAM CSF2 CTLA4 CYFIP1 CYP19A1 CYP4V2 CYTH3 DCN DECR1 EEA1 EGR2 EI24 ELOA ENO3 ENSG00000286190 EPB41L2 ERO1B ETS1 EVI2A FAH FASLG FCER1G FGL2 FNBP1 GABARAPL1 GABARAPL2 GFI1 GJB2 GSTO1 GYG1 HEXA HLA-B HLA-C HP HRK HSD11B2 HSD17B11 HSDL2 HSPA4 IFI27L2 IFIH1 IFIT1B IFIT2 IGF2R IKZF4 INPP4A INVS IRF5 IRF8 IRF9 IRGM ITGAV ITIH5 ITM2C KCTD12 KHDRBS1 KIT LANCL2 LAPTM4A LAT2 LCLAT1 LITAF LYSMD2 MAGED2 MDFIC MECP2 MEMO1 MFSD4A MLLT3 MTF2 MX1 MYO1E MYORG N4BP1 NAMPT NAPSA NDFIP2 NEDD9 NFKB1 NMB NNT NR2C2 NRP1 NSMAF NUS1 OAZ2 PDCD1 PHTF2 PHYH PLSCR1 POLA1 PRKCH PSEN2 PSMB1 PSMD10 PTER PTPN13 PTS PTTG1 PVT1 RBL2 RBPJ RER1 RGS16 RHOD RHOQ RNF166 RNF19A RNF5 RYK S100A1 SAA1 SAT1 SDHAF1 SEPHS1 SERF1A SH3BP5 SIX6 SLC35D1 SLC4A7 SNAP23 SNX1 SOS1 SPARC TAB3 TANK TAP1 TARS1 TCN2 TFPI TM7SF3 TMEM126A TMEM38B TNFRSF18 TNFRSF9 TNFSF11 TOR3A TP53BP1 TRAF5 TRIM21 TSC22D1 TSPAN32 TTC39B TUT7 TWSG1 TYROBP UGP2 UNC119B USP18 VPS26A WLS XCL1 XDH YBX3 ZFP36L1 GSE19772_HCMV_INFL_VS_HCMV_INF_MONOCYTES_AND_PI3K_INHIBITION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19772_HCMV_INFL_VS_HCMV_INF_MONOCYTES_AND_PI3K_INHIBITION_DN ACADL ADSS1 AHNAK AKTIP ALG5 ANKH ANXA2 ARAP3 ARHGAP21 ARL1 ARL5A ARPC3 ARPP19 ASAH1 ATP6AP2 B3GNT2 BCL2A1 BCL2L11 BLK BLMH CA2 CAMLG CASP1 CCL5 CCNDBP1 CCR5 CCT7 CD160 CD244 CD9 CDCA4 CDCA7L CERK CHCHD7 CHPT1 CIAPIN1 COQ3 COX17 CPD CPE CPT1A CREB1 CREBRF CST7 CTNNA1 CYFIP1 CYP4V2 CYTH3 DAPK2 DAZAP2 DBI DDC DECR1 DNAJC9 DOCK5 EEA1 EI24 EID1 ELOA EMB ERO1B EVI2A FASLG FGL2 GABARAPL1 GANAB GBE1 GIMAP4 GJB2 GLCE GOLM1 GRSF1 GSTO1 GTF2E2 H1-0 HELLS HERPUD1 HEXA HLA-C HSPA4 ID2 IL1R1 IL7R IMPA1 IRAG2 ITGAV ITIH5 ITM2C JKAMP KCTD12 KIT KLC1 KLRD1 LAPTM4A LARP7 LCLAT1 LEPROT LITAF LYSMD2 MAPRE2 MCOLN2 MDFIC MEMO1 MIEN1 MINPP1 MSH2 MYO1E NAPSA NDE1 NEDD4 NEDD9 NFKB1 NR2C2 NUDT4 NUP85 OAZ2 OCIAD1 ODC1 OSBPL5 OSER1 PCBP1 PDS5B PERP PHF5A PHYH PIP4P2 PLAC8 PLSCR1 POLA1 PPM1A PPP3CB PRKCH PRPF38A PSEN2 PSMD10 PSPC1 PSPH PTS RAB8A RAD17 RARS1 RBM25 RCN1 RCOR1 RGS16 RGS2 RHOD RHOQ RHOT1 RRAGA RRM2B RRP1B RSAD2 SAR1B SERF1A SERPINI1 SHOC2 SKAP2 SLC1A5 SLC25A53 SLC35D1 SLC44A1 SNRNP40 SNX1 SNX12 SNX9 SPPL3 SQLE SRPRB SRSF9 ST3GAL5 ST3GAL6 SWI5 TARS1 TCF4 TFPI TGIF1 TM7SF3 TM9SF2 TMEM126A TMEM68 TNFRSF18 TNFSF11 TP53BP1 TRAF5 TSC22D1 TTC39B TYROBP U2AF1 U2SURP UBA3 UNC119B UNC50 VAMP4 WLS XCL1 XDH YBX3 YIPF1 ZNF841 GSE19772_HCMV_INFL_VS_HCMV_INF_MONOCYTES_AND_PI3K_INHIBITION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19772_HCMV_INFL_VS_HCMV_INF_MONOCYTES_AND_PI3K_INHIBITION_UP ACTA1 ACTL6B ACY1 ADA ADCY6 ADCYAP1R1 ADGRE5 AFP ANGPTL2 ANKRD11 ANXA3 AP5S1 ARID3B ARL4C ATP5MC1 BARX1 BCL7B BMP1 BZW2 C11orf16 C1orf52 C3AR1 C8G CAMK2A CCDC93 CCR7 CD151 CD5L CD79A CD8B CDH16 CDS2 CDSN CEBPA CELA1 CELSR1 CFP CIC CLCN7 CLDN7 CLEC11A CLEC4F CMTM4 CNTROB COL26A1 COP1 DAB2IP DCX DDR2 DHODH DLG3 DNAJB5 DNTT DPYSL4 DRC1 DSC1 EFNA2 EIF3F EIF4EBP2 ELK4 EPAS1 EPX ERF EXO1 EXOSC8 F10 F2RL3 F5 FAM220A FASTKD5 FBLN2 FGF5 FGFR4 FLT1 FMNL3 GADD45B GAMT GDNF GGT1 GJA8 GJB5 GPR27 GRB10 GRK6 GSTM3 HCN3 HEMGN HS3ST3A1 HTR3A IDS IGFBPL1 IL6R IMMT INA ISLR JUP KCNJ11 KHDC1L KIF5A KLF1 KLF13 KLF5 KLKB1 KRT17 KRT81 LAMB1 LCOR LDB2 LMO2 LY6D MAFF MCM6 MCRIP1 MED27 MEF2B MIA MMP11 MST1 MYBL2 MYL4 NAP1L4 NCAPH NHSL2 NOTCH1 NPPA NR1H2 OAZ3 OC90 ORC1 PAPOLA PARM1 PAX2 PAX8 PDGFRB PDYN PIP5K1C PKDCC PKNOX1 PLP1 PLXNB2 PMEL PNKD POLR2L POU3F1 PRKCZ PRR15 PRRC2A PTCRA PTPRK RAB3A RAD54L RAMP2 RBP1 RFLNB RGS11 RPS25 RSPO2 RXRA SCMH1 SEMA6B SEMA6D SERPINA10 SERPIND1 SFRP2 SIM2 SIT1 SLC16A2 SLC22A4 SLC22A6 SLC2A2 SLC4A1 SLC4A4 SLC5A11 SLC6A3 SMPD2 SOCS3 SORD SRCIN1 SYT11 TARBP2 TCF7L1 TCP10L TECTA TGFBR1 TMUB2 TNNC2 TPO TRAIP TRPC4 TSN TSPYL1 TUBB6 TULP3 USP3 VDR WNT5B WWTR1 XCR1 ZNF385A ZNF703 GSE19825_IL2RALOW_VS_IL2RAHIGH_DAY3_EFF_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19825_IL2RALOW_VS_IL2RAHIGH_DAY3_EFF_CD8_TCELL_DN AARSD1 ACER3 ADAT2 AGPAT5 AHCY ALDH9A1 ALG9 ANXA1 ARL4A ARL8B ARMC5 ASF1A ATP23 ATP6V1C1 BAG2 BEX1 BOLA3 BTG3 C1orf52 CA12 CCDC127 CCND3 CDK12 CDK4 CDK6 CDR2 CENPN CENPO CEP170 CHTF18 CLDN12 CLPX CMTM7 CNOT11 COL6A3 COPS5 COQ7 CRMP1 CYP2S1 DCTPP1 DDX31 DIP2A DIS3 DNAJC6 DNMT3B DOHH DPY30 DTL DYNC1LI2 E2F6 ERLIN1 ERN1 FAM234B FANCA FBXO45 FIGNL1 FOXK1 G3BP1 GATAD1 GATAD2A GCAT GNL3 GPD2 GPR137B GPR25 GPSM2 GPX8 GTF2H2 H6PD HACD2 HEATR5A HNRNPH3 HPRT1 HSPH1 IFNG IL1R2 IPO9 IWS1 KHSRP LAMC1 LIG3 LRBA LZIC MAN1C1 MAPK6 MARS1 MCM10 MDN1 MED7 MEMO1 MIEF2 MKRN2 MMGT1 MRPL11 MRPL35 MRPS2 MRPS24 MTHFD1L MTSS1 NAA50 NAE1 NAMPT NARS1 NASP NDFIP1 NDUFAF5 NFIL3 NQO2 NR2C1 NSL1 NT5C2 NUBPL NUDC NUDCD2 NUDT5 NUP107 NUP155 NUP62 NUP85 OGFOD3 ORC1 OSM OSTC OXSR1 PAICS PARD6B PATL1 PATZ1 PBK PCMT1 PCYOX1 PDCD11 PFKL PIGM PLK1 PLPP5 PPA1 PPIF PPP1R7 PPP2R1B PRDX3 PRDX4 PRELID3B PRICKLE3 PRIM1 PRMT7 PRSS56 PSMC2 PSME3 PSMG2 PTRHD1 RAD51AP1 RANBP1 RBBP7 RCL1 RPP40 RPS6KA6 RRP12 RRP15 RYK SEC23IP SEC61A2 SECISBP2 SEPTIN10 SERPINE2 SF3A3 SLC19A2 SLC30A5 SPCS3 STK39 STOM STOML2 STRAP STX12 SUV39H1 SUZ12 SYPL1 TADA2A TARDBP TDP2 TEDC1 TIAM1 TMEM41B TP53BP2 TXN2 UAP1 UBE3C UBQLN4 UTP18 UTP6 VKORC1L1 VPS50 WDR12 WDR4 WRNIP1 XBP1 XPO7 YBX3 ZBED4 ZNF639 GSE19825_IL2RALOW_VS_IL2RAHIGH_DAY3_EFF_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19825_IL2RALOW_VS_IL2RAHIGH_DAY3_EFF_CD8_TCELL_UP AAMDC ABTB3 ACOXL ACSS1 ACTN2 AP5Z1 AR ARHGEF4 ARRDC3 ASXL2 ATOSA BAG1 BCAS3 BCL9L BICDL1 C19orf38 CA2 CABLES1 CARNS1 CASP4 CC2D1A CCDC12 CCDC126 CCDC93 CCM2 CCND1 CD247 CD84 CDIPT CERK CHFR CIZ1 CLCN7 CNR2 COG2 COQ8A CORO7 CPNE3 CRIM1 CRLF2 CUX1 CYB561A3 CYBC1 CYRIA DCXR DLGAP4 DNAAF4 DNMBP DTX2 DTX3L EAPP EIF2B2 ELOA EMB EOLA1 EPS8L1 ERMP1 F2R FAM32A FAM50A FBXL12 FBXW4 FILIP1L FMNL2 FMO5 FOS FOXO1 FOXO4 GALT GBP2 GIMAP4 GIMAP8 GMIP GPR171 GPR35 GPR4 GRAMD1B GRAMD2B GRK6 HSD17B8 HSD3B7 IAH1 IFI35 IFNGR1 IFT140 IKBKE IL1RL1 IL4R IL6R INPP5B ISG20 KATNB1 KDM5B KIT KLF13 LAG3 LAPTM4B LPP-AS2 LY6E LY86 MAP1LC3B MARCHF1 MARK3 MBNL2 MED15 MEF2D METTL27 MFAP3 MGST2 MINDY2 MREG MSI2 NAPSA NCF1 NCKAP5L NDUFB11 NFKBIE NIPAL3 NOD1 NR4A1 NRIP1 OCSTAMP OTUD1 P2RX4 PAK1 PARP8 PCMTD2 PDRG1 PEA15 PEAK1 PHF21A PHYH PKD1 PKIB PLCL2 PLEKHG2 PPIB PRKCB PRKCH PRKRA RABEP2 RASSF4 RERE RFLNB RGS2 RINL RNPEPL1 RUNDC1 SATB1 SAYSD1 SCYL3 SDC3 SDF4 SLA2 SLC25A53 SMIM8 SORL1 SSH1 ST3GAL6 STIM2 SUGT1 SUSD1 SVBP TAF10 TAF1C TAPBP TBC1D8 TBRG1 TLR1 TM6SF1 TMCO4 TMEM230 TNFSF14 TPRG1L TRIM14 TRIM39 TRIO TRPM1 TXLNG TXNDC12 TXNDC15 UBALD2 UNC119B UPF3A UQCC3 VAMP5 WDR45 WDR81 WSB2 YPEL5 ZBTB18 ZFTRAF1 ZFYVE1 ZFYVE27 ZNF394 ZNF524 ZNF579 ZNF790 ZNRF1 ZYX GSE19825_NAIVE_VS_DAY3_EFF_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19825_NAIVE_VS_DAY3_EFF_CD8_TCELL_DN AAAS ACP1 ACTN4 ADPRH ADPRM AGPAT2 AKIP1 ANAPC10 ANXA2 ANXA6 ANXA7 AP1S1 ARPP19 ATG4D ATRAID BCKDK BCL2L12 BID BLVRA BRF2 BUD23 C1orf122 C6orf120 CASP3 CD48 CDC20 CDCA5 CDT1 CEBPZOS CENPM CHCHD1 CHMP6 CIT CKS1B CLSPN CMTM7 COG6 COPS6 COX14 COX17 CSNK2A2 CTSB CUTA DCPS DDA1 DEGS1 DERA DHCR7 DROSHA DUS3L DUSP19 DYNLL2 EIF2B4 EIF4EBP2 ERH EXO5 FAM89A FASN FHOD1 FTSJ1 FXN GABARAPL1 GARS1 GHITM GIT1 GLT8D1 GNG2 GRPEL2 GTF2H4 GTF2H5 GTF3C6 GZMA HDLBP HIP1 HMGN5 HTT IFI30 IFITM3 IL1RL2 ING3 INTS3 IPO13 KANSL3 KIF18B LAMTOR5 LGALS1 LRRC8D LRRK1 MAPK3 MCM6 MCM9 MDFIC MED30 MICAL1 MRPL16 MRPL21 MRPL27 MRPL36 MRPS12 MRPS26 MSL3 MYG1 MYO1G NANS NBAS NDC80 NDUFA11 NDUFA8 NDUFAF3 NDUFS4 NEK8 NELFCD NSDHL NUDT16L1 NUDT21 ORMDL2 PDCL3 PGM2 PGP PHLPP1 PHYKPL PIDD1 PIP4K2B PLEC PLEKHA2 PLXNC1 POLD2 PPP1R8 PRADC1 PRDX2 PRKRIP1 PSMA2 PSMC1 PSMC3 PSMG3 PTDSS2 PTPRA PYCARD RABIF RACGAP1 RAF1 RCE1 RETREG2 RIPK3 RPA2 RPAP3 RTCA RUSF1 S100A6 SAFB2 SAP18 SCAMP3 SCAP SELENOH SERPINB6 SLC30A7 SLC37A4 SLC38A10 SLC39A4 SMARCB1 SMIM30 SNRNP25 SREBF2 STK16 STMN1 STUB1 SURF1 SYTL3 SYVN1 TARBP2 TBC1D13 TBPL1 TFIP11 THAP11 TICRR TLCD2 TMEM222 TPGS2 TUBB2A TUSC3 UBE2E1 UBE2J2 UHRF1 UNC119 UQCC2 UQCRQ VIM VTI1A VTI1B VWA8 WDR6 WRAP53 XPNPEP1 ZFP91 ZNF282 ZNF32 ZNF330 ZNF410 ZNF672 GSE19825_NAIVE_VS_DAY3_EFF_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19825_NAIVE_VS_DAY3_EFF_CD8_TCELL_UP ACE ACVR1 ADAMTS9 ADARB1 ADCY5 ADD2 ADGRE1 ADGRG3 ADGRL2 AIF1L AJM1 ANGPT4 ANO1 APLP2 ARHGEF40 ART1 ASTL ATP1B1 BACE2 BDKRB1 BPIFA2 C16orf86 C1QL1 C2orf73 C2orf81 CBY3 CCDC184 CCDC22 CCDC83 CEACAM20 CEACAM21 CFI CLRN3 COL1A2 COL5A2 COL8A1 COPZ2 CORO2B CPNE6 CRACD CRISPLD1 CRYL1 CSDC2 CSF1R CSF3 CTSK CXCL2 CYFIP1 CYP11A1 DACT3 DEPTOR DIO3OS DLK1 DNAH6 DPYSL4 DRP2 DUOXA2 DYDC2 ELAVL2 ELAVL4 EPCAM EPDR1 EPN2 FAM171A2 FAM227A FAM43B FAM78B FAM90A13P FCGR2B FLT4 FMO2 FMO4 FOXA2 FRS3 FSTL5 FUT9 GAS1 GDF3 GOT1L1 GPR12 GPR162 GPR182 GPR26 GSTM1 HCN3 HDAC11 HHIP HOOK3 HOXB3 HPCA HSD3B1 HTRA3 IFT88 IGF1R IGF2BP1 IGFBP4 IGSF21 INTU KBTBD13 KCNA2 KCND2 KCNH3 KCNK13 KDF1 KIF1B KRT75 LBP LCE2B LEPR LIX1 LOXL2 MACROH2A2 MOBP MROH2B MTUS2 MYBPH MYH6 MYOZ1 NBL1 NES NEUROD4 NEUROG3 NPY NREP NRIP2 NXPH1 PAPSS2 PARD3 PAX3 PCDHB12 PCDHB7 PCLO PDE10A PIGP PLA2G6 PLCL1 PNMA3 POMT2 PRMT8 PRR16 PTCH2 PTCHD1 PTGS2 PTPRN REM2 RHBDD2 RHBDL3 RHO SCML2 SEMA3F SH3GL3 SLC12A8 SLC22A25 SLC22A7 SLC29A4 SLC2A5 SLC35F1 SLC8A1 SNED1 SPARCL1 SPATA3 SPATS1 SPTBN2 SRPK3 ST6GALNAC1 STMN4 SV2A SV2B SYN1 SYP SYPL2 TCEA2 TET3 TEX13A TFAP2A TFF3 TMEM151A TMEM200C TMEM266 TMEM270 TMEM86B TMEM8B TNFRSF11A TPMT TRPA1 TSPAN7 TTC3 TTLL10 TUBB4A UROC1 VGLL3 VSTM2L WNT1 XPNPEP2 YIPF7 ZFPM2 ZFX ZNF420 ZNF536 ZNF691 GSE19825_NAIVE_VS_IL2RAHIGH_DAY3_EFF_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19825_NAIVE_VS_IL2RAHIGH_DAY3_EFF_CD8_TCELL_DN AARS1 AARSD1 ABCB7 ABHD14A AGPAT2 ALAS1 AMMECR1 ANGPTL4 ANXA7 AP1S1 AP4B1 APLF ARL6IP4 AS3MT ATP13A2 ATP6V0A2 ATP8B4 BAX BRF2 BTAF1 C6orf136 CAND2 CCDC174 CEP76 CHADL CHAF1B CHST12 CKAP2 CLN6 CLPTM1 COPS6 COX6C CYB5R1 DDX18 DEK DENND1B DEXI DOK2 DPP7 ECE2 EFL1 EIF3B ENKD1 ENTPD1 ERI3 FANCL FASN FBXO31 FBXO38 FHOD1 G0S2 GADD45GIP1 GALT GARS1 GEMIN4 GIT1 GOLGA2 GRK2 GTF2IRD2 GTSE1 HAUS3 HDAC4 HDLBP HIKESHI HIP1 HPSE IFI30 IL1RL2 IL3RA IMMP2L INF2 ING3 INIP INTS13 JMJD6 LAMP1 LMF2 LPCAT1 LRWD1 LSM6 LZTR1 MAN1C1 MBOAT7 MCM6 MCOLN1 MED25 METTL6 MGAT4B MOB4 MOSPD3 MPHOSPH9 MRPL16 MRPL19 MRPL4 MRPL42 MRPS18A MRPS30 MRPS7 MRTFA MSTO1 MTA2 MTOR MYBBP1A MYL11 MYO1G NAA10 NAA15 NAPEPLD NBEAL2 NCSTN NDUFAB1 NECAP2 NFE2 NMRK1 NUP214 ORC2 PALS2 PCGF5 PCYOX1 PDCD2 PGP PHACTR4 PHAF1 PIDD1 PIP4K2B PLEKHF1 PLXNC1 PMM1 PMS1 POLR3C PPP2R2A PRMT5 PSMC3 PSMD11 RAB31 RB1 RBBP7 RCE1 REXO1 RFC1 RHBDF2 RIF1 RMDN1 RNF126 RNF41 RNH1 RP2 RRBP1 SAFB2 SCLY SF1 SF3A1 SLC19A2 SLC25A15 SLC25A38 SLC35C1 SLC4A7 SMCO4 SMDT1 SMTN SNAI3-AS1 SND1 SNRNP25 SNRNP70 SNX19 SPG7 SREBF2 SRF STAP1 STK11 STYX SUCLG2 SYNJ1 SYTL3 TAF6 TDP2 TGFB1 TMEM138 TMEM219 TNFSF14 TOR2A TRAPPC5 TRIM32 TRNAU1AP TSC2 TSEN2 TSSC4 UBXN8 VAC14 VASP VPS33B VPS45 VPS50 VTI1A WDTC1 WRAP53 YDJC YIPF3 ZNF707 ZW10 GSE19825_NAIVE_VS_IL2RAHIGH_DAY3_EFF_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19825_NAIVE_VS_IL2RAHIGH_DAY3_EFF_CD8_TCELL_UP ACTN1 ACVR1 ADAM12 ADAM28 ADGRG3 AGXT AKAP6 ALDH5A1 AMER1 ANGPTL1 AR ARHGEF25 ATP7B AZGP1 BCL2L11 BHLHE41 BIRC3 BMPR1A BPIFB3 BTG1 C16orf86 C17orf100 C1orf105 C2orf88 CABP5 CARD6 CASQ1 CCDC172 CD69 CD96 CELF3 CFI CHD5 CHST1 CLDN4 CLRN3 CLSTN2 COL5A2 COL6A1 CORO2B CSF3 CTSK CYFIP1 DENND5B DEPTOR DIRAS1 DLX4 DNAJC17 DNAJC28 DUOX1 DUOXA2 EDAR EGFLAM EGFR EHD2 EPHB1 EPPIN FAM171A2 FCGR3A FEV FIBIN FLYWCH2 FMO4 FOXA2 GABRB1 GLB1L GPC5 GPR12 GPX6 H3C14 HAO2 HLA-DOB HOXB3 HRC IDS IFT88 IGSF9B IL36A IL7R INTU ISM1 ITGBL1 KCNA2 KCND2 KCNH1 KERA KIFC2 KRT35 KRT73 KRTAP17-1 LAMA5 LARP6 LBP LCE2B LDLRAD4 LEP LPAR6 LURAP1 LYPD4 LYPLAL1 MAP6 MC3R MEIKIN METTL27 MMP8 MS4A10 MS4A15 MYO7B MYO9A MYOZ1 NAPSA NAT8 NCCRP1 NIPAL2 NPY NREP NRIP2 OR2C1 OR51B4 OR5P3 OXT PARP8 PCDH1 PCDHB7 PEG3 PGBD5 PLCL1 PLPP4 PLPPR1 PPARGC1B PPP1R36 PRKAA2 PRKCG PRMT8 PTCH2 PTPRM RARB RASGRP3 RBFOX1 RHBDL3 RHO RPL18 RPL30 RPL35 RPL37A RRH SATB1 SCML2 SERPINA3 SERPINF1 SESN3 SH3BP5 SIMC1 SLC10A1 SLC14A1 SLC22A7 SLC24A3 SLC29A4 SLC2A4 SLC35F1 SMIM14 SNED1 SPARCL1 SPATA25 ST6GALNAC1 STAT1 SV2A SYP TACR2 TAFA5 TBC1D8 TBX19 TCEA2 TENM1 TET3 THBS2 THRSP TIMP3 TM4SF4 TMEM108 TMEM266 TRH TRIM2 TRIO TRPM5 TSPAN7 TUBB4A UNC5C UPP2 UTRN WNT1 XPNPEP2 ZBTB5 ZC3H11A ZEB2 ZFPM2 ZFX ZNF420 ZNF536 ZP2 GSE19825_NAIVE_VS_IL2RALOW_DAY3_EFF_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19825_NAIVE_VS_IL2RALOW_DAY3_EFF_CD8_TCELL_DN AMMECR1 ANKRD17 AP4B1 APLF ARL4A ARPP19 ASB2 ATP5MG ATXN1L AUP1 BAX BCKDHA BET1L BNIP1 BRPF1 BTAF1 C1orf122 C1orf53 C8orf33 CASP4 CC2D1A CCDC174 CCDC85B CCNJ CD84 CD9 CDC14B CDK16 CENPJ CHADL CHCHD1 CHMP6 CHST12 CIBAR1 CIZ1 CLCC1 CLN6 CLPTM1 COX20 CWF19L1 CYB5R1 DBT DDX18 DENND1B DEXI DIAPH2 DROSHA DUSP19 EIF5A2 EIPR1 ENTPD1 ERCC1 ERI3 ERMP1 ESS2 ETHE1 EXOC6 FAM20B FAS FBXO31 FBXO5 FOXRED2 FRRS1 GADD45G GADD45GIP1 GARS1 GDPD5 GEN1 GLRX2 GNAI2 GRAP GRK6 GTF3C6 HAUS3 HIKESHI HINT3 HMCES IFIH1 ILK ING3 INIP JMJD6 JRK KDM4A LACC1 LAMB3 LAMP1 LAMTOR4 LIMD1 LPCAT1 LPP-AS2 LRWD1 LSM6 MANBAL MAPK11 MBOAT7 MCOLN1 MED29 MINDY2 MIR22HG MPEG1 MRPL36 MTA2 MTERF2 MTOR MYL11 MYO1G NAA15 NAPEPLD NDUFA6 NDUFAB1 NECAP2 NFIC NMRK1 NOP58 NRDC NSMF OFD1 ORC2 P4HTM PAOX PBX2 PDCD2 PGP PHAF1 PHF2 PHIP PIP4K2B PMPCB POLR1B PRDX1 PRKAB2 PRKDC PRKRA PRMT6 PRNP PROCR PRPF8 PTGER2 PYROXD1 RAB31 RAD51C RALA RALGAPB RCE1 REL RETREG2 REXO1 RIF1 RMDN1 RNF126 RNPEPL1 SAFB2 SAYSD1 SCRIB SDC3 SDCCAG8 SEC61G SIDT2 SLC39A10 SLC39A14 SLC39A8 SLC4A1AP SLF1 SMCO4 SMDT1 SPG7 SQLE SREBF1 SREK1 SRF STYX SULT2B1 SYNJ1 TAF1C TAF6 TAX1BP3 TGFB1 TJP2 TJP3 TPCN1 TRAK1 TRAPPC5 TRMT5 TRNAU1AP TXLNA UBE2V2 URB2 URM1 VAC14 VPS36 VPS39 VTI1A VWA8 WASHC3 XAF1 YEATS2 ZBTB22 ZNF296 ZNF672 GSE19825_NAIVE_VS_IL2RALOW_DAY3_EFF_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19825_NAIVE_VS_IL2RALOW_DAY3_EFF_CD8_TCELL_UP ABCG4 ACVR1 ADAM12 ADAM28 ADAMTS9 ADD2 ADGRE1 ADGRG3 ADRA2A AJM1 ANGPT4 ANGPTL7 ANKRD33 APLP2 ARHGEF40 ATP13A5 ATP7B AZGP1 BACE1 BACE2 BCAR3 BDKRB1 BHLHE41 BMPR1A BPIFA2 BPIFB2 BPIFB3 C16orf86 C2orf88 CABP5 CACNG6 CASQ1 CCNJL CD300LG CDH11 CELF3 CHRM1 CLDN4 CLDN6 COL6A1 COPZ2 CPLANE2 CPNE6 CRB1 CSF3 CTSK CYFIP1 DCX DLX4 DNM3 DUOXA2 DYDC2 EDAR EGFR EHD2 EPCAM EPN2 EPOR FAM171A2 FBLIM1 FBLN1 FERMT2 FMO2 FOXA2 FRMPD3 FSTL5 FUT2 GARIN2 GNAL GPC5 GPR12 GPRASP1 GRIN2B GSTM1 HAS3 HOOK3 HOXC4 HRC HTRA3 IFT88 IGF2BP1 IGF2BP3 IL13RA1 IL36A IL7R INTU IRX1 ITGBL1 JAKMIP2 KCNA2 KCNG4 KCNH1 KPRP KRT2 KRT35 KRTAP17-1 LCE2B LHX3 LRFN1 LURAP1 MED18 MEFV MEIKIN MFAP2 MS4A7 MYO1D MYOZ1 MYT1 NCCRP1 NLRP3 NPM1 NPY NREP NRIP2 NTRK2 NXF2 OR5P3 PAPSS2 PAX1 PAX3 PCDHB12 PCDHB7 PCLO PGBD5 PIK3IP1 PKD1L2 PLA2G6 PLAG1 PLCL1 PLPPR1 PRKAA2 PRKCG PRMT8 PTCH2 RAG2 RAMP1 RARB RBFOX1 REV3L RHO RHOJ RIMBP3C RNF122 RNF217 RPL18 RPL30 RPL37 RPS9 SAMD12 SCML2 SH3PXD2A SIRPB1 SLC10A1 SLC12A8 SLC22A7 SLC26A11 SLC26A3 SLC29A4 SLC35F1 SLC5A4 SMO SOX7 SPARCL1 SPATA18 ST6GALNAC1 STX1B SVEP1 SYN1 SYP TBX19 TEAD4 TECTB TET3 TFF3 TGFBR3 TMCC2 TMEM121B TMEM179 TMEM213 TMEM266 TMPRSS15 TPBG TRAT1 TSHR TTLL10 TUBB4A UPP2 UROC1 VSX2 VWC2L WEE2 WNT1 WNT7B XPNPEP2 ZEB2 ZFPM2 ZFX ZNF112 ZNF536 ZP2 GSE19888_ADENOSINE_A3R_ACT_VS_A3R_ACT_WITH_A3R_INH_PRETREATMENT_IN_MAST_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19888_ADENOSINE_A3R_ACT_VS_A3R_ACT_WITH_A3R_INH_PRETREATMENT_IN_MAST_CELL_DN ACKR4 ACY1 ADRA1A ALKBH4 ANGPTL6 ANKRD37 ANKZF1 ARF3 ATP1A1 ATP5F1A ATP6V1A BAHD1 BAZ1B BCO2 BIRC6 BSN CASQ2 CCDC59 CCDC6 CD200 CD69 CDH23 CDKN2AIPNL CDT1 CENPC CENPJ CEP290 CES3 CHCHD10 CHRNA4 CKMT2 CLBA1 CLCA1 CLEC1B CMPK2 COX15 COX18 CRYGS CXCL10 CXCL11 CXCL9 CYP1B1 DAB1 DBH DCUN1D2 DEDD DHX58 DPH5 DPYSL5 ECE2 EIF2AK4 ELAVL1 ELL2 EML4 ENPP4 EP400 FABP5 FBP2 FCGR3A FURIN FUT8 GABRD GATA2 GBA1 GBP6 GDF11 GFUS GLS GPR37L1 GZMB HCFC2 HCK HELZ2 HERC6 HROB IBTK IFI35 IFIT1 IFIT1B IFIT3 IL15RA INSL6 IP6K2 IRF7 IRGM ISG15 ISG20 JAKMIP2 KIF5C KLRK1 LCMT2 LGALS3BP LGALS9B LIPC LRRC75B MAP9 MAVS MC1R MCM8 MFSD13A MFSD6L MIOS MISP MLLT11 MLST8 MPP2 MRS2 MX2 MYCBP2 NANOG NGB NLGN2 NMT1 NPL NR3C2 NRN1L NUP188 OMA1 OTOS P2RY2 PARP14 PHYKPL PKP4 PLA2G4E PLEKHM3 POLE2 POP7 POU4F1 PRKX PRMT9 PRPF6 PSMD12 RAE1 RBSN RFC5 RIGI RLIM RNF213 RNMT RPA1 RPL36A RSAD2 SAA1 SAP30 SENP3 SGSM2 SLAMF8 SLC25A22 SLC45A4 SLC7A1 SLFN12L SNPH SOD2 SSC4D STAT1 STAT2 TAB3 TAPBP TASOR TATDN1 TBC1D9 TBCB TCIRG1 TEN1 TIMM10 TLR3 TMCC1 TMEM252 TMIE TMIGD1 TMPO TNFSF10 TOR3A TPSG1 TRIB3 TRIM27 TTC16 TTLL11 TTR UBA7 UBE2L6 UNKL UPP1 USP18 USP25 USP31 VIL1 VSIG10 WDR55 WDR62 WNK3 XAF1 YJEFN3 ZBTB33 ZCCHC2 ZNF335 ZNF365 ZNF385B ZSCAN10 GSE19888_ADENOSINE_A3R_ACT_VS_A3R_ACT_WITH_A3R_INH_PRETREATMENT_IN_MAST_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19888_ADENOSINE_A3R_ACT_VS_A3R_ACT_WITH_A3R_INH_PRETREATMENT_IN_MAST_CELL_UP AARS1 AIFM2 AK2 APOL4 AQP3 ARHGEF39 ASNS ATP5MC3 ATP5MG BARD1 BCAT2 BRCA2 BTBD6 C1RL C1orf131 C21orf58 C3orf14 C3orf18 C4orf46 CAD CALU CCDC15 CCDC28B CCNF CCNQ CDC25C CDKN2AIPNL CENPE CENPO CEP131 CEP20 CEP43 CEP57L1 CHCHD2 CHCHD7 CHRNA5 CKLF CLN6 CMTM1 COMTD1 COQ3 CSNK2B CSTF2 CTNNBL1 DARS2 DAXX DBF4 DCLRE1B DHODH DHPS DPAGT1 DRG1 DSN1 DTYMK DYNC2I2 E2F1 E2F2 E2F7 EIF2D EIF4A3 ENSG00000291006 EOGT ERI2 ESCO2 FAM104A FAM111B FAM241B FARSB FBXO43 FBXO44 FDPS FH FKBPL FLT3LG GARS1 GGT5 GINS2 GMPPB GOLGA2P5 GPSM2 GSS GSTZ1 HADH HIGD1A HMGB3 HMGXB4 HNRNPD HNRNPF IER3IP1 IFI27L2 IL1RL1 IMPA2 INCENP INPP4B JHY KIF20A KIF20B KIFBP KNTC1 KPNA2 LAPTM4B LIF LRR1 LSM10 LSM4 LYRM1 METAP2 METTL3 MGME1 MLLT11 MMAB MPHOSPH6 MRPL12 MRPL37 MRPL44 MRPS14 MRPS16 MSMO1 MTAP MTPAP MTX1 MYL12B NAA10 NDUFB4 NELFE NET1 NICN1 NIT2 NOC4L NSDHL NUDT21 PAXIP1 PBX4 PDE6D PGBD1 PJA1 PLK1 PLSCR3 POC1A PPCDC PRADC1 PSMC3IP PSMD13 PSPH PUSL1 RAD51AP1 RANBP1 RASSF7 REEP6 RHOBTB2 RMI2 RNASEH2C RNF138 RNF26 ROMO1 RPS27L RRP36 SAPCD2 SCRN3 SDR42E1 SELENOS SLC24A3 SLCO4A1 SNRNP25 SNRPA SNUPN SPC24 STOML2 STX8 STYK1 SYNGR3 TCEA2 TEX30 TMEM177 TMEM242 TMEM97 TMPO-AS1 TMSB15A TMSB15B-AS1 TOX2 TRIM47 TSPAN17 TTI2 UBASH3A UBE2L3 UBL4A UQCC4 USP1 VAMP8 VPS25 WDR76 WDR90 ZDHHC13 ZNF512 ZNF788P ZNHIT1 GSE19888_ADENOSINE_A3R_ACT_VS_TCELL_MEMBRANES_ACT_AND_A3R_INH_PRETREAT_IN_MAST_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19888_ADENOSINE_A3R_ACT_VS_TCELL_MEMBRANES_ACT_AND_A3R_INH_PRETREAT_IN_MAST_CELL_DN ABCC1 ADGRL2 AGO1 AGO4 AJUBA ANAPC5 ANKRD16 ANO1 ANO9 ANP32A ANXA8 AOPEP ARGLU1 ARHGEF18 ARHGEF4 ARID1B ARRDC2 ATRNL1 BAIAP2L1 BCL11A C3orf52 C5orf34 C9 CAMKK1 CAPNS2 CASTOR1 CBX7 CCDC3 CD109 CDC42BPG CDCP1 CDH1 CELSR2 CHD8 CHDH CKMT1B CNNM3 COL7A1 CRIP2 CYC1 CYP2D6 DAG1 DDR1 DFFA DGKZ DSP DUOX1 DUSP11 DUSP15 EFNA1 ELL3 EMP2 ERBB3 ESRP1 ETS2 FAM168B FAM193B FAM83F FAM83H FAT1 FGFR2 FGFR3 FHIP2B FIRRE FREM2 FZD6 GOLGA4 GPR19 GRB7 GRHL2 H1-2 HDAC6 HDGF HMG20A HMGB3 HMGXB3 HUWE1 IL17RB IL17RE INSYN2A ITGA3 ITGAX ITPR2 IVNS1ABP KLF5 KMT2A KMT2D KRT5 LAD1 LDLRAD3 LUC7L MAFG MAP3K4 MAST3 MBD6 MDM4 MEF2D METTL17 MFGE8 MICALL1 MIF MKRN1 MMP9 MRTFB MTM1 MYO1E NCS1 NDRG2 NEAT1 NFAT5 NOTCH3 NPEPPS NR2C2 NXN PABPC1 PCYOX1 PERP PHAF1 PKP1 PLCH2 PLEKHG2 PLXNA3 PNKD PRKAG1 PRLR PRRC2B PTPN14 PTPRF PTPRU RAB40C RALBP1 RANBP10 RAPGEFL1 RBM5 RCAN3 REEP4 RGS12 RHBG RIN1 RPAP1 RPL28 RPS9 RTN4 S100A16 SDC1 SERBP1 SERTAD4 SFT2D2 SH3D19 SH3RF1 SLC12A6 SLC25A27 SLC44A2 SLC6A8 SMAD7 SMARCD2 SNAPC4 SPINK2 SPINT2 SPPL3 SPTAN1 SRCIN1 SRRT STAP2 STRN4 STX5 SUN2 SVIL TAFAZZIN TANC1 TCTA TFAP2A TFAP2B TFAP2E TIAM1 TLE2 TMCO6 TMEM216 TMEM63A TNK1 TNK2 TNS4 TP53BP2 TP63 TRAPPC12 TSPAN9 TTC3 UBE2V1 UCN2 UPF1 UQCRC1 VAMP1 WNT4 ZBTB44 ZBTB7C ZFC3H1 ZNF512B ZNF692 ZNF799 GSE19888_ADENOSINE_A3R_ACT_VS_TCELL_MEMBRANES_ACT_AND_A3R_INH_PRETREAT_IN_MAST_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19888_ADENOSINE_A3R_ACT_VS_TCELL_MEMBRANES_ACT_AND_A3R_INH_PRETREAT_IN_MAST_CELL_UP AAMDC AAMP ABCA7 ABCD3 ABHD3 ACTR6 ADAM30 AHSA1 AHSP AIM2 ALDOA ANKRD33 AOPEP AP3S2 ARPC2 ASCL3 ASNSD1 ASPA ATP6V0B B3GNTL1 BANK1 BATF BHLHE40 BTG3 C18orf15 C1orf35 C1orf68 C6orf120 CAMK1D CCDC153 CCDC187 CCND1 CDH5 CDK5RAP3 CFAP126 CFAP20 CFAP276 CHCHD7 CLCA4 CLCC1 CLIC3 COPS6 CUTA CZIB DOK1 DPY19L1 DSTN DUSP7 DYRK3 EHD2 ENSG00000235143 ENSG00000286546 ENTPD1-AS1 ERCC6L EXOC1 FAM104A FAM170B FAM20C FAM3D FOXP2 GGTLC2 GNA14 GOLGA5 GPR155 GPR55 GRAP2 GRASLND GSTCD GUSB H2BC13 HAGHL HDHD2 HLA-DRA HLX HM13 HS6ST3 HSBP1 HSD17B4 HSPA1A ICOSLG IDE IGIP IL34 ILF2 ILKAP INE1 ING1 INPP5K IQCC JPT1 KCNG2 KIAA1328 KNSTRN KRT18 KRT23 KRT31 LANCL1 LGALS3 LINC00293 LINC00862 LPCAT2 LTBR MAGEA11 MAGEH1 MALT1 MANF MORN1 MTMR11 MYL6 MYO10 NAA38 NEPRO NMUR2 NPFF NTHL1 ODAD4 ODF4 OR10H1 OXT P2RY12 PAH PANK2 PARPBP PCDHGB7 PGA3 PGBD2 PGC PLCB3 PLOD1 PMCH POP5 PRDM16 PRKCZ PRPF38A PSMC5 PSMD2 PSPH PTGES3 PURA PYDC1 RAB1A RASGEF1B RBMS3 REEP4 RIPPLY1 RMND1 RPF1 RPL23 RXFP3 SAXO1 SEMA5A SERP1 SIL1 SIPA1L2 SLC30A2 SLC30A8 SLC36A1 SLC37A3 SLFN13 SPG7 SPSB2 SRXN1 SS18L2 SSR3 STK3 STMN3 STX8 SWT1 SYMPK SYPL1 TANGO2 TEKT5 TIFAB TLX1 TMED8 TMEM106C TMEM156 TMEM158 TMEM204 TMPRSS4 TNFRSF14 TNFSF15 TREM2 TRIM31 TRMT12 UBQLNL UNKL WDR31 WWTR1 ZBTB11 ZMAT4 ZNF280A ZNF646 ZNHIT1 GSE19888_ADENOSINE_A3R_ACT_VS_TCELL_MEMBRANES_ACT_IN_MAST_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19888_ADENOSINE_A3R_ACT_VS_TCELL_MEMBRANES_ACT_IN_MAST_CELL_DN ABCG1 AHCTF1 AK4 ALG10B ANKRD17 ANP32A AP1AR AP2A1 AP4E1 APH1A API5 APPBP2 ARHGEF1 ATG14 BNIP3L BRD3OS C1QTNF7 CAMTA2 CBLB CBLN2 CCDC186 CCL4 CFAP221 CHRNE CIDEC CLEC2B CNPPD1 COIL CPB2 CSRNP1 CUL7 CYB5D2 DCAF10 DENND4A DHX34 DHX36 DNAJC11 DNMT3A DPH2 DPP10 DPPA5P4 DRAXIN DSTYK DYNLL2 EIF3A FBXO46 FEM1B FOS FRG2EP FUS FYN GABPB1 GATAD2B GBP2 GDAP2 GFOD1 GGACT GGNBP2 GNL3LP1 GOLGA2 GPATCH4 GRID1-AS1 GTF2A1 H3C2 H3C7 HDAC7 HGS HOXD-AS2 IER2 IL12RB2 INTS6 IPO13 IPO4 KCTD10 KDM4C KIF2A KMT2D LCTL LINC00265 LINC00472 LINC00852 MALAT1 MBLAC2 MCM7 MCUB METTL21A MID1IP1 MIR124-2HG MRPS30 MRPS9 MUSTN1 NELFA NFKB2 NKTR NMRK2 NPEPPS NUDCD3 NUMB NUP160 OR7E19P OSBPL8 PADI4 PATL1 PBX2 PCDHGB5 PCIF1 PDK1 PHACTR2-AS1 PHF13 PIANP PLAT POU3F3 PRDM11 PTK2B QTRT2 RAB14 RAB36 RAB7A RBL1 RCE1 RELA RFFL RGS13 RIF1 RMND5A RNF115 RNF185 RNF220 ROBO2 RPL39 S1PR2 SCAF11 SCAF8 SDK1 SERPINB1 SF3B1 SF3B2 SLC22A4 SLC25A31 SLC25A43 SLC46A1 SMAD4 SNORA28 SNTB1 SP2-AS1 SRGAP2 TAAR9 TAF6 TAGLN2 TEX9 TIGD1 TIRAP TLCD3A TLNRD1 TMEM128 TMEM185B TMEM214 TMUB1 TNIP1 TPM3P4 TPR TRIM68 TSPAN11 TTC30A TWNK UBQLN1 UFL1 UFM1 ULK1 USP36 UTP20 UTS2 VAC14 VEGFA WDR11 WDR49 WDTC1 WIPF2 YEATS4 ZFP30 ZMYM2 ZNF12 ZNF292 ZNF37BP ZNF395 ZNF512B ZNF620 ZNF717 ZNF800 ZXDC GSE19888_ADENOSINE_A3R_ACT_VS_TCELL_MEMBRANES_ACT_IN_MAST_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19888_ADENOSINE_A3R_ACT_VS_TCELL_MEMBRANES_ACT_IN_MAST_CELL_UP ADA ADAM12 ADAMTS2 ADGRE5 AGTRAP AIF1 AP2A2 APEH APOBR APOL6 ARHGAP30 ARHGDIB ARPC3 ATP8B4 B2M B3GALNT1 BACE1 BAK1 BLVRA BLVRB BMP8B C1QB C1QC C1R C4B CALHM6 CAPNS1 CARD11 CASP1 CASP12 CCDC54 CD276 CDC42SE2 CHID1 CLTA COL3A1 COL5A2 COL6A1 COLCA1 CORO7 CPA6 CPXM1 CRIP1 CTBS CTSC CTSE CTSS CTSZ CXCL9 DCN DENND2A DLGAP1-AS1 DRAM1 DYNLT1 ECSCR EDEM1 EFEMP2 EIF1B EIF4E3 EPHA3 EPS8 ERG ERGIC3 ERLEC1 F2RL3 FAAP24 FADS1 FANCA FBXO4 FERMT3 FEZ2 FKBP1B FUT11 FXN GALNS GBP2 GBP7 GGA2 GLT8D1 GMPPA GNAI2 GNAS GNB5 GNG2 GPM6B GPSM3 GPX3 GPX7 HCST HFE HIP1 HK3 HLA-DMA HMBOX1 HOXD4 HPSE IDNK IFI27L2 IFNAR2 IL6ST IRF1 IRF8 ITGA1 ITGAM KISS1R LAIR1 LAMA4 LAMP2 LCK LMO2 LSP1 LUM LY9 LY96 MGAT1 MPI MRC2 MRPL23 MS4A6A MS4A8 MYO1F MYO1G MYO7A NCF4 NCKAP1L NFAM1 NID1 NRP2 NRSN2 OAF OSR2 P2RY6 PCOLCE PHC2 PID1 PKHD1L1 PLCB1 PLIN2 PNLIP PPIC PPP1R18 PRTG PSMB9 PTPN18 RAB42 RAB43 RARRES2 RCN3 RGL1 RNASEH1 RNF144A RTN4RL2 RYK SASH3 SDC3 SDHAF2 SDHD SELPLG SERPINA3 SERPING1 SLC11A1 SLC12A7 SLC13A5 SLC16A12 SLC25A45 SLC38A10 SMARCA1 SMIM20 SMPDL3B SNED1 SNX10 SNX24 SPACA9 SPON1 SQOR SSC5D STAT1 SYDE1 TAFA2 TBXA2R TCEAL1 TCEAL9 TENT2 TGFB1 TIFA TIFAB TIMD4 TIMP1 TLN1 TMEM160 TNFRSF13B TRPV2 TYROBP UBD UVRAG VPS35L VSIR VWA5A WASHC5 XRN2 GSE19888_ADENOSINE_A3R_INH_PRETREAT_AND_ACT_BY_A3R_VS_A3R_INH_AND_TCELL_MEMBRANES_ACT_MAST_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19888_ADENOSINE_A3R_INH_PRETREAT_AND_ACT_BY_A3R_VS_A3R_INH_AND_TCELL_MEMBRANES_ACT_MAST_CELL_DN ACP3 ACP6 ACRBP AFMID AGO2 AKAP12 ANKH ANKRD11 ANKRD46 AP3B1 APPL2 ARID4A ATG16L2 ATP11C ATP2A3 ATP6AP1 B3GLCT BIRC2 BMAL1 BRMS1 BTBD1 C1orf52 C5orf34 CASP6 CASP8 CBX6 CCDC117 CCDC126 CCNE2 CENPO CEP164 CERS4 CFAP68 CHCHD10 CHMP5 CKLF CLK3 CLK4 CMTM6 CNOT2 COG5 COX11 CPEB4 CRLF3 CSRNP2 CTCF DAG1 DALRD3 DCLK2 DDX20 DDX3X DHX15 DNA2 DNAJB1 DUSP19 DYRK1A ECI2 ELMOD2 EMILIN2 FAAH FAM118A FAM120C FAM193B FAU FBRS FBXL4 FEZ2 FICD FLNB FOXD2 FOXK1 FOXO1 G3BP2 GIT2 GNG2 GOSR2 GPATCH1 GPR174 GSE1 HAUS3 HERC2 HES6 HLX HNRNPA3 HNRNPH1 ID2 IDH2 IDUA ILF2 IMMP2L IMPACT ING2 INO80D IRF2BPL IRF4 KANSL2 KHNYN L1CAM LARP4B LGALS1 LIFR LIMS4 LIPC LMF1 LSM14B MAEA MANBA MARS2 METAP1D METTL17 MFAP5 MID1IP1 MIER1 MKRN2 MRGPRE MYH2 MYO7A MYO9B NBEAL2 NCBP2AS2 NCEH1 NCOA2 NFKBIZ NLGN1 NNT NRAS NRF1 NSMCE1 NUMA1 NUP214 OXR1 PAQR8 PARP1 PARP3 PAXX PDK1 PHF3 PLA2G15 PLEKHA6 PLK1 POLD1 POU2AF2 PRKAB1 PRKCH PTBP3 PTPN12 PTPRCAP RAB24 RAB32 RAB8A RAB9A RB1 RBM18 RBMS1 RELN RGL1 RNF135 RNF38 RNF6 RPH3AL RPL9 RPS6KA3 RRAS2 RREB1 RSRC1 S1PR1 SAPCD1 SBSN SLC30A9 SLC5A2 SLK SLPI SMIM19 SPICE1 SRSF6 SSU72 STIM2 SYVN1 TAPT1 TCAIM TENT5A TFAM TGIF2 TMEM86B TMOD3 TOR1AIP1 TPD52 TRIM5 TRIOBP TSPYL4 TTLL3 UBR7 ULK2 UPP1 UVSSA ZC3H12A ZC3H12D ZCCHC24 ZDHHC20 ZNF652 GSE19888_ADENOSINE_A3R_INH_PRETREAT_AND_ACT_BY_A3R_VS_A3R_INH_AND_TCELL_MEMBRANES_ACT_MAST_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19888_ADENOSINE_A3R_INH_PRETREAT_AND_ACT_BY_A3R_VS_A3R_INH_AND_TCELL_MEMBRANES_ACT_MAST_CELL_UP ADM AKT3 AMN1 AOAH APC APLP2 APPBP2 ARAP1 ARID5B ARRDC2 ASAP1 ATM ATP2B1 ATP2B1-AS1 ATRX ATXN7L1 BACH1 BAZ2B BBS1 BCL6 BEX3 BOD1L1 BTG1 BTN3A3 CAMK1D CANX CBX7 CD44 CFLAR CIR1 CLK4 CSNK2A2 CSTA CTDSP2 CXCL8 CXCR4 DAB2 DDX5 DIP2B DUSP1 DUSP2 DUSP22 EAPP EFHC1 EIF4B EPHA4 ERBIN FAM228B FBXL20 FCHO2 FHL3 FOXO3 FRAT1 FTH1 FTH1P5 FTX GKAP1 GNS HBP1 HERPUD2 HEXIM1 HOMER1 HSPBAP1 IFNGR1 IL7R IRF2BP2 JMY KCNMB4 KDM7A KMT5B KPNA1 KYNU LINC00528 LINC00662 LINC02035 LITAF LYZ MAP3K2 MARCKS MARF1 MAT2B MBTD1 MED13 MED13L MED28 MGAM MIR101-1 MKRN1 MTSS1 N4BP2L2 NAA50 NAMPT NBR1 NCF2 NLRP3 NORAD NR4A3 NRIP1 NSD1 OGFRL1 OTUD1 PAIP2 PAN3-AS1 PCMTD2 PDE3B PFKFB3 PI4K2A PICALM PIK3CA PIK3IP1 PLAUR PLXND1 PNISR PNPLA8 PNRC1 PPBP PRDM2 PSMA3-AS1 RAB11FIP2 RAB21 RABGAP1 RALA RB1CC1 RESF1 RGCC RGS2 RNF11 RNF19A RNPC3 RPL27A RPL30 RPL31 RSBN1 SAT1 SCAF4 SERINC1 SGMS1 SH3KBP1 SIPA1L3 SIRT1 SKIL SLC26A11 SMAP2 SNRPN SNX16 SOCS5 SORL1 SOX4 SPEN-AS1 SQSTM1 SRGN TAPT1-AS1 TCF7L2 TCP11L2 TECPR2 TET2 TGIF1 THBS1 THEMIS2 TMEM260 TMEM43 TNFAIP3 TRIM23 TSPYL1 TULP4 UBE2B UBL3 UBN2 UBXN6 UBXN7 UNKL VEZF1 WASL WDR19 WDR45 YPEL4 YPEL5 ZBTB10 ZBTB18 ZC3H10 ZEB2 ZFP36 ZFP36L2 ZFYVE1 ZFYVE16 ZHX2 ZMYM2 ZNF106 ZNF217 ZNF350 ZNF354A ZNF565 ZNF644 ZSWIM6 GSE19888_ADENOSINE_A3R_INH_PRETREAT_AND_ACT_BY_A3R_VS_TCELL_MEMBRANES_ACT_MAST_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19888_ADENOSINE_A3R_INH_PRETREAT_AND_ACT_BY_A3R_VS_TCELL_MEMBRANES_ACT_MAST_CELL_DN ABR ACP6 ADRM1 ALDH18A1 ALG10 ANAPC16 ANKMY2 ANKRD16 ANKRD50 ANP32B AP1G2 APMAP ARMCX1 ARRDC2 ATRNL1 BSCL2 C12orf43 C5orf34 CAD CAMK2G CARM1 CASC3 CCDC91 CCDC97 CDR2 CHCHD5 CHD8 CHMP6 CHST11 CNKSR3 COIL COL18A1 COL6A5 COX6A1 CYP2D6 DDB2 DECR1 DEDD2 DELE1 DOLK DUBR DUS3L E4F1 ECI2 EEF1AKMT2 EFR3A EIF2AK3 ELP5 ENKD1 ERCC4 ESPL1 ETV5 EXOC8 EXOSC4 FAM114A2 FAM185A FAM193B FASTKD1 FBXL12 FECH FSCN1 FZD2 GADL1 GASK1B GFER GIGYF2 GPAM GPD1L GPR137B GRB7 GSTO1 H2AX HCFC1R1 HDAC6 HELZ HMG20A HMGB3 HSPA12B IGF1 IKBIP KATNIP KAZALD1 KCTD2 KLF10 KLHL2 KRBA1 KRTCAP2 LENG9 LMAN1 LRP6 LRRC57 LURAP1L MEF2D MINDY1 MIR99AHG MMP9 MOCS3 MRTFB MSANTD3 MXD4 NAPEPLD NDRG4 NDUFA1 NELFB NEPRO NF2 NOTCH4 OST4 OTULIN PABPN1 PAQR4 PARP16 PCSK7 PDAP1 PDCD4 PDRG1 PDZRN4 PEBP1 PFKFB1 PHLDA1 PHTF1 PIERCE2 PIGL PITHD1 PLPP2 PNKD POFUT2 POLR2F POMT1 PPFIA3 PRPF31 PRPS2 RAB34 RAB40C RAB4A RAD51D RAPGEFL1 RBM33 RCAN3 REEP5 REEP6 RFNG RNF26 RPL23A RPL28 RPL30 RPL36 S100A8 S100A9 SCP2 SEC16B SETDB1 SFT2D3 SH3BGRL3 SH3KBP1 SLC16A7 SLC25A51 SLC26A7 SLC35G1 SLC39A11 SMIM20 SNHG32 SNHG8 SOX18 SSH1 STIMATE STX5 SUFU SUPT5H TAL1 TBC1D10B TBX1 TCTA TDP2 TFAP2E TFIP11 TLE3 TMEM131L TMEM42 TMUB2 TOM1 TOR2A TRIB2 TRIM68 TRIP6 TRIR TTC4 TUBGCP2 TXNDC15 TYSND1 UBE2J1 USP30 VSIR WDR33 XPC ZMYND19 ZMYND8 ZNF32 ZNF513 GSE19888_ADENOSINE_A3R_INH_PRETREAT_AND_ACT_BY_A3R_VS_TCELL_MEMBRANES_ACT_MAST_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19888_ADENOSINE_A3R_INH_PRETREAT_AND_ACT_BY_A3R_VS_TCELL_MEMBRANES_ACT_MAST_CELL_UP ADAR AIDA AIF1 AOAH APOBEC3B AREL1 ARID5A ASGR2 B4GALT5 BATF2 BID BST1 BST2 BTK C2 CALHM6 CASP1 CASP4 CASP8 CCDC160 CCL2 CCL5 CCR5 CD180 CD200R1L CD274 CD40 CD72 CLDN14 CMPK2 CMTR1 CXCL10 CXCL11 CXCL9 CYBC1 DAXX DCK DENND2A DHX58 DPYSL2 DTX3L ECE2 EDEM1 EIF2AK2 EIF4E3 EPHA3 EPSTI1 ETNK1 FANCA FCGR1A FCGR3A FXYD5 GBP2 GBP4 GBP6 GBP7 GCH1 GIMAP4 GIMAP7 GLA GNB4 GNE GSDMD GZMB HCK HERC6 HK3 HLA-E HLA-G IDNK IFI35 IFI44 IFI44L IFIH1 IFIT1 IFIT1B IFIT2 IFIT3 IFITM3 IKZF1 IL10 IL15 IL18BP IL2RG INPP1 IRF1 IRF7 IRF8 IRF9 IRGM ISG15 ISG20 ITPKA KLRK1 LACC1 LAIR1 LCP2 LIPG LY6E LYN MAP1S MARCHF5 MLKL MNX1 MPEG1 MS4A8 MTHFR MX1 MX2 NAAA NAMPT NMI NPC2 OAS1 OAS2 OAS3 OASL P2RY13 P4HA1 PARP11 PARP12 PARP14 PARP3 PARP9 PIK3AP1 PML PNP PRKX PROM1 PSMB10 PSMB8 PSMB9 PSME1 PSME2 PTPRC RAB39A RAP1B RBM43 RIGI RIPOR2 RNASE6 RNF19B RNF213 RNF31 RSAD2 RTP4 SAMD9L SAMHD1 SAMSN1 SASS6 SELL SERPINB9 SETDB2 SIRPB1 SLAMF7 SLAMF8 SLC28A2 SLFN13 SLFN5 SLFNL1 SNX10 SP110 STAT1 STAT2 STING1 STX7 STXBP1 TAP1 TAPBP TAPBPL TCIRG1 TFEC THEMIS2 TIMP1 TLR3 TLR4 TLR6 TMEM229B TNFAIP2 TNFSF10 TOR1AIP2 TOR3A TRAFD1 TRIM21 TRIM25 TRIM34 TRIM5 TUBB6 UBA7 UBD UBE2L6 UBE2QL1 UBXN8 USP18 VWA5A WARS1 XAF1 ZBP1 ZNFX1 ZUP1 GSE19888_ADENOSINE_A3R_INH_VS_ACT_IN_MAST_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19888_ADENOSINE_A3R_INH_VS_ACT_IN_MAST_CELL_DN ABHD16A ABL1 ACKR2 AGMAT AIDA AKR1A1 ANKRD26 ANXA13 APBA2 APOL6 ARHGAP15 BBS9 BCAT2 BID BST1 BST2 C12orf42 C17orf98 C2 C5orf15 CALHM6 CALR3 CALY CASP12 CBY3 CCR2 CD300C CD300LF CD40LG CDH17 CDHR1 CEP152 CERS2 CERS5 CFD CHD5 CLP1 CNIH2 COCH CP CUBN CYP27A1 CYP2E1 CYP4A22 DCLRE1C DENND2A DNAJC10 DOCK2 DPF3 DPP10 DRP2 DYNLT2 ELAVL2 ENTREP3 ETNK1 F10 FBN2 FCGR3A FGD2 FGL2 FLT4 GAB3 GALNT15 GATM GBP2 GBP4 GBP6 GBP7 GDF11 GNB4 GNG10 GNS GPM6B GPRIN1 GREB1L GSN GTF2A1 HDC HFE HLA-A HSD11B1 ICA1 IFIT2 IFIT3 IFITM3 IL1RL1 IL21 IL2RG INSL5 INSRR INTU IPCEF1 IRF1 IRF8 ITGA4 ITGB7 ITPR1 JCHAIN KANK2 KCTD7 LDAH LGALS9B LHX5 LIN7A LINC00301 LIX1 LMNTD1 LY6E LYPLAL1 MGST1 MMRN1 MOGAT2 MORF4L1 MPEG1 MS4A8 MYH7B MYLK MYOCD NAALAD2 NCOA7 NFATC1 NFIA NRG4 NUPR1 OAT ODAM OPN4 ORC1 P2RY14 PAM PARP14 PDYN PIK3IP1 PKD2 PLAC8 PLEKHB2 PLEKHG4 PMCH PNMT POLN PPP1R32 PRDM16 PRKD3 PRR15 PSMB10 PTPRE PTX4 RAB33A RAB3A RAB9B RCBTB2 RESF1 RNASE6 RNF213 RP2 S1PR4 SERPINA10 SHISA5 SLAMF8 SLC22A12 SLC35B4 SLC39A3 SNHG10 SOCS2 SPATA6 SPIRE2 STING1 SYK TAOK3 TDO2 TDRD7 TECTA TG TIFA TINAGL1 TMCO4 TMEM140 TNFSF13B TREML4 TREX1 TRO TSHZ2 TST TTR UBA7 UBE2L6 UBXN10 VNN2 VWA5A VWF WAS WDFY4 XDH ZFP3 ZGRF1 ZNF385B ZNF469 ZNFX1 ZWINT GSE19888_ADENOSINE_A3R_INH_VS_ACT_IN_MAST_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19888_ADENOSINE_A3R_INH_VS_ACT_IN_MAST_CELL_UP ABLIM2 AHCYL2 AIMP2 AJUBA ALG2 ALYREF ANKRD54 AP4S1 ARF6 ARIH1 ARL6 ATAD2 ATF6B BAG6 BAIAP2 BEND3 BLOC1S3 C18orf32 C3orf52 C9orf72 CACNG6 CASP14 CBX2 CDC42EP1 CDV3 CEP43 CEP78 CHGA CHI3L1 CHURC1 CKMT1B COPS3 COX19 CSNK1G2 DANCR DCAF13 DGKZ DMPK DNAJB2 DUS3L EEF1E1 EIF2D EIF4ENIF1 ELOC EMC10 EMC6 ESRP2 EVA1A EVPL EXOC3 FAM120C FAM199X FAM89A FBRS FKBP4 FRRS1 GADD45A GADD45B GLRX2 GMEB1 GPR87 GSE1 HCFC1 HCFC2 HJURP HMGA1 HNRNPC HOXB5 HPF1 HRAS IER2 IER5 IGSF9 IL1RN INAVA ING2 IST1 JUNB KCNG1 KMT5A KXD1 LANCL1 LARGE2 LETM1 LRP10 LSR MACROH2A1 MAIP1 MAP1LC3A MAP3K11 MAPK1 MED19 MEMO1 MGST3 MIDN MMACHC MRPS2 MRPS21 MTHFSD MUL1 MYMK N4BP3 NAA38 NACC1 NAP1L4 NATD1 NCAM2 NDUFA3 NEIL1 NINL NIPAL1 NLN NR2F6 NRBF2 NSF NUDT18 PAM16 PARD6G PCBP4 PCDH1 PCNX3 PDCD5 PGAP1 PKP2 PLK2 POC5 POLD3 PPARD PPP2R3C PPP2R5E PRADC1 PRAMEF12 PRC1 PRDM2 PRELID3B PTMS PYCR1 PYCR2 RAB25 RAB3B RABL3 RAD51 RALA RBM27 REX1BD RHBDF2 RHOD RRAGA RSL24D1 SAMD8 SC5D SENP2 SEPHS2 SIPA1L1 SLC25A46 SLC39A7 SMARCC1 SNAP29 SND1 SNORD104 SNRNP27 SNX12 SPATA5L1 SS18L2 STARD4 SYCN SYNPO2L SYT4 SYTL1 TBC1D10A TBP TCF12 TFRC TMA7 TMEM131L TMEM183A TMEM54 TMPRSS13 TSLP TSNAX TSPAN31 TSPAN9 TUBA8 TUBGCP6 UBE2R2 UBL4A URB1 USP46 UXT VASH2 WASHC3 WDR75 WWC1 XPOT ZC3H18 ZCCHC17 ZFPM1 ZFTRAF1 ZNF598 ZNF740 GSE19888_ADENOSINE_A3R_INH_VS_ACT_WITH_INHIBITOR_PRETREATMENT_IN_MAST_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19888_ADENOSINE_A3R_INH_VS_ACT_WITH_INHIBITOR_PRETREATMENT_IN_MAST_CELL_DN AAMDC ABCF3 ACTC1 ACTN3 ADCY10 ADRM1 AGPAT2 AKAP12 ALDOA AMPD1 ANKRD23 APOA1 ARHGEF17 ARHGEF25 ARL2 ASZ1 ATXN7L2 B3GNT8 BACE1 BET1L BHLHE41 BIN1 BORCS5 C16orf96 C19orf44 C1QL3 CA5B CA8 CACNA1S CACNG1 CALY CC2D2B CCDC105 CCDC65 CD83 CDC34 CDC42BPB CDHR5 CEBPA CFAP410 CHCHD5 CHCT1 CHRND CKAP5 CKM CLCN2 CLEC4M CLSTN3 CNMD COL14A1 COPS7A CTNNBIP1 CYSTM1 DAPK1 DEFB116 DELE1 DENND6A DES DMWD DOHH DPEP1 DRD3 EDNRB EGLN2 ERAS ESM1 EYA2 FAM53B FBXO31 FGFR1 FN1 FNDC1 FOXA3 FSCN3 FTH1 GAL GIPC3 GMPR GORASP1 GPC6 GPD1 GPR6 GPR88 GPT GTF2I GUK1 H2BC5 HAAO HDAC4 HMGB3 HSBP1 HSD17B3 HSD17B6 IER2 IFT46 IL1RL1 INMT ITGA2B ITM2A JPH2 KCNB1 KCNH2 KIAA1614 KLC2 KLHL13 LAMA5 LBX1 LBX2 LPIN3 LRFN3 LY6H MARCHF4 MATN4 MCRIP2 MDGA1 MGMT MINDY4 MIP MLEC MRPL28 MYBPH MYOZ1 NAV1 NKAIN4 NOVA1 NUDT3 OSR1 PABPC4 PARP1 PATL2 PDGFRA PDLIM7 PGAP3 PGM1 PIDD1 PKM PLA2G6 PLCD3 PLPP7 PLPPR2 PNKD PODXL POLD4 POMGNT1 PPP1R3B PPP2R5A PRM3 PRUNE1 PVALB PYGM QSOX1 RAB4B RAMP1 RANBP17 RBFA REM1 RING1 RNF133 ROM1 RRP9 SCGB3A1 SCN10A SDK1 SEC16B SFTPA1 SH2B2 SH2D6 SLC25A1 SLC26A6 SLC37A4 SLC4A3 SLC4A4 SLC5A11 SLIT3 SPOCK2 STC1 SYCP2 TBC1D21 TBXT THEM6 TMEM100 TMEM151B TMPRSS3 TNNC1 TNNI1 TNNI2 TRAF3IP3 TRAF4 TRPC4AP TRPC6 TSFM TSPAN13 TSPAN3 TTLL12 UQCRQ USP5 VSIR VTN WNT11 ZEB2 GSE19888_ADENOSINE_A3R_INH_VS_ACT_WITH_INHIBITOR_PRETREATMENT_IN_MAST_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19888_ADENOSINE_A3R_INH_VS_ACT_WITH_INHIBITOR_PRETREATMENT_IN_MAST_CELL_UP ADAR AIDA ANKRD63 APOBEC3B APOD AREL1 ARF4 B2M BATF2 BMP5 C2 C5orf47 CALHM6 CCL13 CCL7 CD200R1L CD274 CD40 CD69 CDH7 CETN1 CFI CH25H CHRM1 CITED1 CLCA4 CLIC4 CMPK2 CMTR1 COL4A3 CSN2 CST5 CXCL10 CXCL11 CXCL9 DACH1 DACH2 DAXX DCK DDX4 DHX58 DTX3L EIF2AK2 ERICH3 ETNK1 FANCA FCGR1A FCGR3A FGF12 FGL2 FOXA1 FPR1 FPR2 GABRA1 GATA1 GBP2 GBP4 GBP6 GBP7 GCH1 GNB4 GTPBP8 GZMB HCK HECTD2 HELZ2 HERC6 HLA-E HLA-G IDNK IDO1 IFI35 IFI44 IFI44L IFIH1 IFIT1 IFIT1B IFIT2 IFIT3 IFITM3 IL10 IL15 IL18BP INPP1 IRF1 IRF7 IRF9 IRGM ISG15 ISG20 KAT6A KAZN KCNJ1 KLRK1 KRT84 LAMP2 LY6E LYZL1 MAGEB16 MAP2K1 MARCHF5 MMP20 MPEG1 MTHFR MX1 MX2 NECAB1 NEUROD4 NKG7 NMI NOD1 NPC2 NXPH2 OAS1 OAS2 OAS3 OASL OLFM4 OOSP2 OR11H4 OTOR OTP OTUD7A OXGR1 PABPC5 PARP11 PARP12 PARP14 PARP9 PIK3AP1 PKHD1L1 PML PNP PSMB10 PSMB8 PSMB9 PSME1 RAB19 RAB9B RIGI RNASE6 RNF114 RNF213 RSAD2 RTP4 RYR2 SAMD9L SAMHD1 SASS6 SECTM1 SERPINB9 SETDB2 SFMBT2 SGK2 SHISA5 SLAMF8 SLC17A1 SLC30A8 SLC5A11 SLC6A16 SLFN13 SLFN5 SNX10 SP110 SP8 STAT1 STAT2 SUSD4 SYCP1 SYTL3 TAP1 TDO2 TENM1 TERB2 THEMIS2 TLR3 TMEM217 TNFRSF11A TNFSF10 TNNC1 TRIM21 TRIM34 TRIM5 TXNDC8 UBA7 UBE2L6 UBXN10 UGT2A3 UPP1 USB1 USP18 WARS1 XAF1 ZBP1 ZBTB26 ZGLP1 ZNF563 ZNFX1 ZP2 ZUP1 GSE19888_ADENOSINE_A3R_INH_VS_INH_PRETREAT_AND_ACT_WITH_TCELL_MEMBRANES_MAST_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19888_ADENOSINE_A3R_INH_VS_INH_PRETREAT_AND_ACT_WITH_TCELL_MEMBRANES_MAST_CELL_DN AANAT ACOT11 ADAMDEC1 ADAT2 AJUBA ARGLU1 ARHGAP39 ARRDC2 ATP1B1 ATP1B3 BEST1 BICD1 BLK BORCS5 C4orf17 CACNG5 CAPN6 CASKIN1 CBLN2 CCDC122 CD9 CDHR5 CFAP300 CFI CHCHD4 CHRNA6 CISH CNFN COL4A6 CPB2 CRB3 CRCT1 CST8 CSTF1 DACH1 DCLRE1B DFFA DNAJC16 DPPA5 DSC2 DUSP5 DZANK1 EHD3 ELAVL4 ELOVL5 EPCAM EPHB1 ERICH3 ETS2 EXOSC1 F7 FAM107A FGF12 FN3KRP FNDC7 GABRA1 GABRP GALNT13 GALNT2 GAREM2 GDPD3 GNRHR GUCA2B H2AB2 HAO2 HLA-B HMGXB3 HNF4G HSD17B14 ICAM5 ICOS IGKC IL12A IL20 IL5 IQGAP1 IVNS1ABP KCNC3 KCNIP1 KCNK10 KCNMB4 KCNS2 KDELR2 KHDC3L KLF17 KLK7 LEF1 LHFPL5 LRRC3B LYPLAL1 MANSC1 MBOAT4 MICALL1 MIER2 MMP20 MORN4 MS4A18 MYO1D NETO1 NEU2 NEUROD4 NEUROG3 NPTXR NWD2 NXPE2 NXPE4 NXPH2 OLFM4 OR11H4 OTP PAM PAN3 PAX1 PCDH10 PCYOX1L PHKG1 PKHD1L1 PLAAT3 PLXNA3 PNPLA3 POLR1B POLR2F PPP1R36 PRDM16 PROB1 PROZ PRPH PRR32 PTPRN2 PXDC1 RAB9B RHBDF2 RHBG RPL27A RPS3A S100A14 SAMD11 SCNN1A SCNN1B SDC1 SERPINB11 SGIP1 SH3TC2 SLC15A2 SLC19A1 SLC22A12 SLC22A2 SLC25A48 SLC30A10 SLC34A3 SLC5A11 SLC5A9 SNRPD3 SOAT2 SOWAHB SP8 SPATA3 SPDEF SPEN-AS1 SPINK8 STK40 SUN2 SUSD4 SYCP1 SYT4 TAGLN3 TERT TGIF2LX TINAG TMEM163 TMEM177 TMEM217 TMEM269 TMEM52B TMEM71 TMPRSS15 TMPRSS3 TOMM34 TRANK1 TREML1 TRIO TRPM5 TSPAN8 TUBB4B TYR UBE2QL1 USP9Y VN1R5 VNN2 VTN WDR64 XPNPEP2 ZFP14 ZFP92 ZNF276 ZNF385C ZP2 GSE19888_ADENOSINE_A3R_INH_VS_INH_PRETREAT_AND_ACT_WITH_TCELL_MEMBRANES_MAST_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19888_ADENOSINE_A3R_INH_VS_INH_PRETREAT_AND_ACT_WITH_TCELL_MEMBRANES_MAST_CELL_UP AGMO AKAP12 AKT3 AMACR APLNR ARL6IP1 ARL8A ATP8A1 ATPSCKMT BAIAP2L1 BCO2 C11orf52 C4orf47 C5orf22 C5orf34 CA5B CAMK2N1 CAND2 CARS2 CASP1 CASP4 CCDC61 CCDC88A CCSER2 CD209 CD93 CDK14 CEP164 CERS5 CILP CLMP CMBL COCH COLEC12 CPQ CXCL9 CYB5B CYP2B6 CYP2E1 DAPK2 DCTN5 DECR1 DENND10 DESI2 DHRS7 DNAJC10 DNASE1L1 DOLK DTX3L DUBR DYNLT2B EFR3A EIF2AK3 ELF2 ELK3 ELOA ENPEP EVI2B EXT1 FADS1 FAH FAM149A FAM220A FAT4 FERMT2 FKBP14 FLI1 FLT4 FNDC1 FNDC3A FUT11 GALC GBP4 GBP6 GBP7 GNS GPD1L GSTM1 GUCA1A GUF1 H2BC13 H2BC18 HCK HELZ HJURP HLA-DRA HOXD8 IBTK IDH3G IFFO1 IFI27L2 IFI44L IFIT1B IFNAR1 IL15 IRF1 IRF8 IRGM ISG15 ITGBL1 KAZALD1 KLHL13 L3HYPDH LARS2 LGALS4 LMOD3 LRRC57 MAD2L2 MAGOHB MANBA MAPRE1 MCAT MCCC1 MINDY2 MIR99AHG MS4A6A MTHFR MYH10 NDST1 NDUFA10 NIPSNAP2 NNT NRCAM NRP1 NUPR1 OAS1 OAS2 OGFOD3 OGFRL1 OTULIN P2RY13 P4HTM PAQR7 PARK7 PARP12 PARP14 PDGFD PDGFRL PDPN PDXDC1 PIGL PIGN PKIG POFUT2 PPT1 PRELID2 PSMG4 PXYLP1 RAB32 RAD51D RAI2 REEP6 RHBDL2 RHOBTB3 RIGI RNASE6 RNF213 RSAD2 RTP4 RXYLT1 SAMD9L SAMSN1 SERINC3 SERPINB4 SHISA4 SIX1 SLC2A9 SMC6 SMIM20 SNAPC1 SNX24 SQOR SSH1 STAT2 TAGAP TBC1D4 TCEAL1 TEK TGDS THUMPD1 TM7SF2 TM7SF3 TMEM263 TMEM87B TNMD TNNT1 TOR3A TRDN TRIM26 TXNDC15 UQCC3 USP18 USP21 USP36 WDFY1 YIPF4 ZBED3 ZBTB20 ZFHX3 ZNF25 GSE19888_ADENOSINE_A3R_INH_VS_TCELL_MEMBRANES_ACT_MAST_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19888_ADENOSINE_A3R_INH_VS_TCELL_MEMBRANES_ACT_MAST_CELL_DN ABCA2 ABCB8 ACOT8 ACTN4 ADAMTS10 ADAT2 AJUBA AKT1 ANAPC5 ANKUB1 ANKZF1 ANP32A ARF1 ARHGAP26 ARHGEF9 ARRDC1 ASXL3 ATP1A3 ATRX BICD1 BZW2 C12orf56 C1QL3 CA11 CACNA1B CACNG4 CARF CBLC CCDC122 CCDC157 CCDC83 CCNJL CDCP1 CFI CHADL CIT CKAP2L CLMN COL19A1 CPLANE2 CRYGB CYB5R2 CYBRD1 CYP2C19 CYP4A22 DBH DCST2 DDB1 DDX3X DFFA DMRTC1B DPPA2 DRP2 DSCAM DSP ECT2 EIF5A ELAVL4 ELMO1 ENTREP1 ERMN FAT1 FGFR3 FREM2 FSD1 GABPB2 GABRB1 GABRG3 GABRR2 GATC GBX1 GDF11 GDF3 GHR GOLGA7B GPR45 GSTM2 GTPBP2 H3C4 HCRTR2 HMGCS1 HNRNPH1 HNRNPL HS3ST2 HYDIN IGFBP4 INF2 JRK KCNH1 KCTD7 KDSR KIF3C KRT81 LCE1A LDLRAD3 LIX1 LRATD1 LRRCC1 MAP3K14 MARK1 MCEMP1 MED18 MFSD10 MICALL1 MINK1 MMP9 MTA2 MTM1 NAT8 NDRG2 NDUFB11 NDUFB5 NEAT1 NECTIN1 NETO1 NFATC1 NFE2L1 NMUR2 NPEPPS NPY NRIP3 NUDCD3 NXPE3 NXPH3 OARD1 OCA2 OGFOD2 ORC1 OTOG P2RX2 PAM PAPSS1 PAX1 PHGDH PKP1 PLA2G10 PLS3 PLXNA3 PNMT PNPLA3 POU2F1 PPP6R1 PRR23A PRSS44P PTGDR PTH2R PYGO2 RASL10B RBBP4 RGS12 RGS7 RPL18 RPS14 RPS15A S100A14 SAMD4B SCGB3A1 SEBOX SF1 SIX5 SLC17A3 SLC2A5 SLC44A2 SMARCD2 SORCS2 SOWAHB SPACA4 SRY SSR2 ST6GAL2 SV2B SYT11 TBX20 TECR TMA16 TMC2 TMEM123 TMEM151A TMEM71 TNFRSF4 TP63 TRANK1 TRIM28 TRIM29 TRMO TSPY1 TTC38 TTC39B UBE3D VASP WEE2 WHRN WNT7B XPO7 ZC3H11A ZIK1 ZIM3 ZNF205 ZNF398 ZNF563 GSE19888_ADENOSINE_A3R_INH_VS_TCELL_MEMBRANES_ACT_MAST_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19888_ADENOSINE_A3R_INH_VS_TCELL_MEMBRANES_ACT_MAST_CELL_UP ABRA ADAR AFF3 AGRN AKAP10 ANKRD1 AREL1 ASB13 ATAT1 ATM B3GNT5 BATF2 BBS1 BCL11A C2 C2orf68 CASC3 CASP4 CCDC18 CCSER1 CD274 CD40 CD72 CGAS CH25H CLIC4 CMPK2 CSN2 CXCL10 CXCL11 CXCL9 CYB561A3 CYTH1 DAXX DCK DCP2 DDX4 DHX58 DLX5 DTX3L DUSP18 DXO DZANK1 ECM2 EGFL6 EPC2 ETNK1 FAM241A FCGR3A FPR1 GBP2 GBP4 GBP6 GBP7 GET1 GPR19 GTF2IRD2 GZMB HAO2 HELZ2 HERC6 HINFP HLA-E HMGA2 HOXD10 IFI35 IFI44 IFIH1 IFIT1 IFIT1B IFIT2 IFIT3 IFNG IL18BP IL1R2 INPP1 INSL6 IQCH IRF1 IRF9 IRGM ISG15 ITPKA JAK2 KCNA3 KCNT2 KHNYN KLRD1 KMT5B KRBA1 LEMD1 LRIT2 LTO1 MARCHF5 METTL4 MGME1 MITD1 MMP20 MTHFD2 MTHFR MVP MX1 MX2 MYH1 MYO9B NDUFV3 NFATC2IP NKG7 NLRC5 NMI NSMCE1 OAS1 OAS2 PARP11 PARP12 PARP14 PARP9 PCGF5 PLEKHM3 PML PPM1K PPP1R13B PRKX PRNP PSMB10 PSMB8 PSMB9 PSME1 PSME2 RBM43 RBM5 RFX2 RHBDD1 RIGI RNF114 RNF213 RPGRIP1 RRP1B RSAD2 RTP4 SAMD9L SAMHD1 SERPINB9 SETDB2 SGK3 SH2D1A SHISA5 SLC15A1 SLC22A15 SLC25A31 SLC35D3 SLFN13 SLFN5 SP110 SPOUT1 SPPL2A STAT1 STAT2 STEAP1 STX3 SYTL3 TAP1 TAPBP TCEANC TERF2 THAP2 TIMELESS TLK2 TLR3 TMEM117 TMEM243 TMTC2 TNFAIP2 TNFSF10 TOR1AIP2 TRAF1 TRIM21 TRIM25 TRIM39 TRIM5 TRIM56 TTC21B TUT7 UBA7 UBD UBE2L6 USP18 USP27X USP42 VWA3B XAF1 ZBP1 ZBTB42 ZC3H7A ZC3HAV1 ZCCHC2 ZFP69 ZIC3 ZNF287 ZUP1 GSE19888_CTRL_VS_A3R_ACTIVATION_MAST_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19888_CTRL_VS_A3R_ACTIVATION_MAST_CELL_DN ACKR2 ACTR8 ADPRHL1 AGTR1 AKR1C3 APOA4 APOBEC3B AQP2 ARHGEF10 ARIH2OS ATG4D ATP6V0E1 BATF3 C12orf42 C12orf75 C19orf73 C2orf88 CA5B CABP5 CALML4 CAPZA3 CCDC198 CCDC7 CCDC70 CCL17 CD28 CDON CHAD CMBL CNGA1 CNIH1 COL6A5 COMMD3 CRH CRISPLD1 CST8 CYP3A43 CYP4F12 DIO1 DMC1 DNAI3 DPM3 DPYSL2 DQX1 DYNC1I1 EFHD1 EIF3M ERAS ERBB4 ERRFI1 FAM174B FEM1C FGA FLYWCH2 FNDC1 FSCN3 GALNT1 GALNT14 GCNT7 GDE1 GGACT GJA8 GKN2 GPATCH3 GPR151 GSTK1 H3C7 HAND2 HAS1 HES5 HMX3 IGF1 IL17D IL1RL1 IL4 INPP1 INSYN2B IQCF5 KDELR2 KHDC3L KLF2 KLF6 KLHL35 KLHL9 LCN12 LEMD1 LGI4 LHX9 LKAAEAR1 LRRC74A LURAP1L LYSMD2 LYZL4 MAGI3 MATCAP1 MGME1 MIP MUC5B MYF5 MYH10 MYL4 NCK1 NDN NDRG4 NECTIN3 NKX6-2 NLRP14 NLRP4 NOTCH2 NOVA1 NRG2 NRGN NSG2 OCEL1 ODF1 OIT3 OLFM4 PAH PDCD4 PDE6C PDHA2 PENK PILRA PILRB PKIG PLXDC2 PNLIPRP2 PNMA8A POLH PPP1R15B PPP1R32 PRDM16-DT PROC PRR15 PRTN3 PSD2 PTAFR PTGER1 PTTG1IP RAMP1 RCN2 RIMKLA RIPOR2 RNF182 RP1L1 RPS27L RXFP1 S1PR1 SAMSN1 SCML4 SCN10A SEC23A SEC62 SEMA3C SERPINA7 SH2D1A SHCBP1L SLC10A2 SLC17A6 SLC25A31 SLC30A8 SLC35E4 SMAD9 SP5 SPATA46 SPOCK2 SPOUT1 SRGAP1 SSTR3 ST13 STK31 SYTL3 TAFA1 TERF2IP TEX56P THEG THOC6 TMEM100 TMEM236 TMEM256 TNFSF11 TNP1 TRHR TRIM45 TSPAN8 TTL TTLL13 TVP23A TWIST1 TXNDC8 VIT VN1R5 VSTM4 WNT11 XK ZKSCAN8P1 ZMYND10 ZNF354C ZSWIM3 GSE19888_CTRL_VS_A3R_ACTIVATION_MAST_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19888_CTRL_VS_A3R_ACTIVATION_MAST_CELL_UP ADGRL1 ADSS2 AGO4 AMFR ANAPC5 ANKRD16 AOPEP ARF1 ARF3 ARFRP1 ARGLU1 ARHGEF18 ASIP ATAT1 ATP1B3 ATP6V0C B2M BAZ2A BCL2L12 BDKRB2 C9 CALR CAPN6 CAT CCDC136 CCDC62 CCNL2 CCNT2 CENPL CENPM CENPO CFTR CHD2 CHD8 CHTF8 CHUK CKAP5 CNOT1 COL7A1 COPA COPG2 CRTC3 CXCL9 CYC1 DAG1 DDX11 DDX17 DEPDC1B DFFA DGKZ DPH7 DPM1 DTX4 EFR3A ERCC4 FAF2 FAM83D FAT1 FBXL20 FHIP2B FIRRE FITM2 FLNC FOXS1 GAS1 GORASP2 GPC4 GPT HHIP HMG20A HMGB3 HMGXB3 HOXA7 HSD17B6 IGSF3 IGSF9B IL17RB IL17RE ILF3 INSYN2A IPCEF1 KCNMB4 KCNQ1OT1 KDM3B KHDC4 KIAA0319L KIF18B KIF21B KLF11 KLHDC1 KNOP1 KRT6A LUC7L MAFG MAP3K20 MAP3K4 MAP4K2 MDC1 MDH2 MEF2D METTL17 MGST3 MTMR3 MYL12B MYLK NEAT1 NEB NHSL2 NLRC5 NOS1AP NPNT NRF1 NXN OTOR OVGP1 PACRG PI4KB PICK1 PLEKHM2 PLK1 PLXNA3 PNKD POU5F2 PRPH PRR3 PRRC2B PSMB2 PSMB8 PTCD2 RAD51AP1 RAD54B RANBP10 RBM25 RBM5 RGS11 RNF187 RNF215 RPAP1 RPS2 RTN4 RUNX2 SAMD11 SCARB2 SECTM1 SERBP1 SETD7 SF3B3 SH3RF1 SHARPIN SIPA1L2 SLAMF8 SLC25A3 SLF2 SRRT STARD5 STAT2 STRADA STRN4 STXBP4 SUN2 SVIL SYPL1 TAP1 TBCD TBX1 TGM5 THRAP3 TIAM2 TMCO6 TNC TNK2 TRIM28 TRIM63 TRIM8 TRMT112 TSPYL2 TTC5 TTN TUBB TUBB4B UBC UCN2 UNC119B UPP1 UQCRC1 UTP15 VAMP1 VANGL1 WARS1 WNT4 ZFP28 ZFP41 ZFYVE1 ZMYND8 ZNF106 ZNF385B ZNF512B ZNF692 ZSCAN12 GSE19888_CTRL_VS_A3R_ACT_TREATED_MAST_CELL_PRETREATED_WITH_A3R_INH_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19888_CTRL_VS_A3R_ACT_TREATED_MAST_CELL_PRETREATED_WITH_A3R_INH_DN ABCB4 ADAMTS10 AGBL4 AGTPBP1 AIP ALKBH4 ANGPTL2 ANKRD39 ANLN AQP6 ARID3B ARSB ATG4C ATP10A ATP2A3 B3GNTL1 B4GALNT2 BRD9 C12orf4 C19orf47 C2CD2 C8B CAPN12 CCDC14 CCL24 CCNE1 CCR1 CCR5 CD163 CD180 CDIN1 CDK10 CERS6 CFLAR CHIC1 CLASP1 CLK2 CMTM6 CNN1 CNST COMMD5 CPEB1-AS1 CREBL2 CTBS CTRL CTSE CYFIP2 DAG1 DDHD1 DIRAS1 DKK3 DLG3 DRG1 EHBP1 ENOX2 EXOC7 FAAH FAM114A1 FAM174C FBXO31 FBXW8 FNDC8 GABRG3 GALNS GAPDH GDF2 GNA15 GPR35 GRINA GSE1 GTPBP3 HAPSTR1 HCST HEPACAM2 HIBCH HLX HOXB7 HTRA2 ICMT IDUA IFT172 IGFBP6 IGFLR1 IL21 INTS6L ITGB5 KIF3C KLRK1 KNTC1 LAPTM5 LENG9 LGR5 LXN MAP3K1 MARCO MED13L MFAP2 MFAP5 MFSD3 MGST3 MLYCD MON1A MON1B MT1E MUTYH MYBPC1 MZT2B NAA10 NDUFA9 NDUFAF7 NDUFV2 NEO1 NFYC NKTR NMRAL1 NONO NRDE2 NSMAF NUDT2 NUMA1 OSGEP OSTM1 OXCT1 OXNAD1 PABIR2 PAPSS1 PARP16 PAXX PDSS2 PDXP PIP5K1C PKD2L2 PLCE1 PLEKHA5 PNRC1 POU2AF2 PRICKLE1 PRKAB1 PRPF6 PRR22 RDH5 RGMB RIC8A RILPL1 RMND5B RNASE4 RNASEL RPLP2 RRAS RSRC1 RUFY1 SAAL1 SAMD14 SCFD2 SCP2 SEC22C SHPK SLC22A17 SLC28A2 SLC34A3 SLC35B4 SLC6A14 SMCO2 SMPD5 SMURF2 SOD1 SORBS3 SPPL2A SSBP4 STN1 STS STX8 SVIP SYNJ2 TLR4 TMEM132E TMEM241 TMEM273 TNNI2 TRAK2 TRRAP TSC22D4 TTI1 TUBE1 TUBG1 TWIST2 TYMS UBE2V1 WRAP53 WWOX WWP2 XPO6 ZAN ZBTB45 ZBTB7B ZBTB9 ZCCHC24 ZNF471 ZNF512B GSE19888_CTRL_VS_A3R_ACT_TREATED_MAST_CELL_PRETREATED_WITH_A3R_INH_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19888_CTRL_VS_A3R_ACT_TREATED_MAST_CELL_PRETREATED_WITH_A3R_INH_UP ADGRL3 ADI1 AGTR1 AKR1C3 ANAPC13 ANXA5 ARHGEF25 ARMCX4 AXL BAG5 BATF3 BCL2L14 BMP8A C19orf73 C1QL2 C1QTNF2 C4BPB CATSPER2 CCDC115 CCDC17 CCDC54 CCDC82 CD34 CEACAM21 CELA2A CHCHD5 CHMP6 CHRNG CLPTM1L CNEP1R1 COX14 CPXM1 CRTAP CST8 CXCR5 DIDO1 DLL3 DMRT1 DNAJB13 DNAJB14 DOCK1 DPY30 DQX1 DYM EFEMP2 EIF2AK3 EIF3F EMID1 ENTPD2 F8A1 FAM13C FANCF FCAMR FKBP15 FKBP2 FMNL1 FMR1NB FOXC1 FUT4 FYN GALNT14 GAS6 GLRX5 GP6 GREB1 GREM2 GRPR GSS GSTK1 GUCA1A GXYLT2 HBG2 HLA-DRA HOXB7 HS6ST3 HTR7 IGLON5 IL11RA INHBE IPP IQCF5 ITGAV KCNE4 KCNJ1 KCNK10 KCNT1 KMT2C KPNB1 KRT33B KRTAP21-1 LAPTM4A LCK LIMA1 LIN28A LOXL4 LRAT LRCH2 LRRC36 LRRC4C LRRC66 LYZL4 MAP3K14 MBP MCEE MCHR1 MEST METTL1 MIEN1 MMP12 MRPS35 MSANTD4 NADK2 NKD2 NLRC3 NLRP14 NLRP4 NRG2 NSG2 OIT3 OLFML2B OOEP OR5D18 OTUD7B P3H3 PENK PILRB PIR PJA2 PLEKHJ1 PROSER2 PRPSAP2 PSD PTAFR RBP1 REV3L RGS7BP RHBDL1 RIMKLA RNF151 RNF166 ROCK2 RPN1 RPS29 SCML4 SDF2L1 SDK2 SERPINF2 SERPINH1 SFRP1 SFRP5 SGTB SH2D1A SLC12A5 SNAPC5 SNX17 SORCS3 SPCS3 SPOCK2 SPOPL SPRING1 SRPX SSC5D SSTR3 SSTR4 STEAP3 STK38 SUCLG2 SULT1E1 SYNGR4 TAF5L TBC1D31 TBXA2R TCF7L1 TDRD1 TECRL TERF2IP TGFB1I1 TINAGL1 TMED9 TMEM150C TMEM176A TP53I13 TRIM37 TSPAN13 TTLL5 TUB UBXN6 VPS13C VXN WBP4 WDR86 XAB2 ZC3H14 ZIK1 ZKSCAN8P1 ZNF205 ZNF354C ZNF764 ZNF768 GSE19888_CTRL_VS_A3R_INHIBITOR_TREATED_MAST_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19888_CTRL_VS_A3R_INHIBITOR_TREATED_MAST_CELL_DN ABCB1 ABTB1 ADM AKT3 APLP2 ARAP1 ARID5B ARRDC2 ATP2B1 ATP2B1-AS1 ATP8A1 ATXN7L1 AVPI1 BACH1 BAZ2B BCL6 BEX3 BOD1L1 BTG1 C15orf48 C9orf72 CALCOCO1 CAMK1D CCPG1 CCR7 CEP350 CLK4 CREBBP CREBRF CSTA CTDSP2 CXCL8 CXCR4 DACH1 DCAF8 DLGAP1-AS1 DMXL2 DUSP1 DUSP22 EFHC1 EPHA4 EPM2AIP1 ERBIN ERO1B F2R FAM228B FBXL20 FCHO2 FCRL3 FOXO3 FRAT1 FRY FTH1 FTH1P5 G0S2 GKAP1 GNS GPR183 HBB HBP1 HCAR3 HECA HEXIM1 HLA-DRA HSPBAP1 IDS IFNGR1 IL7R ITGB1 JMY KDM7A KLF3 KMT5B KYNU LAPTM5 LCDR LCOR LINC01560 LINC02035 MARCKS MARF1 MED13 MED13L METTL7A MGAM MIA2 MIR101-1 N4BP2L2 NAA50 NAMPT NBPF10 NBR1 NCF2 NF1 NLRP3 NR1D2 NSD1 OGFRL1 OTUD1 PAIP2 PAN3-AS1 PCMTD1 PCMTD2 PDE3B PELI1 PELI2 PFDN5 PIAS2 PICALM PIK3IP1 PLAAT4 PLAUR PLXND1 PNISR PNPLA8 PNRC1 PPBP PPP4R3B PSMA3-AS1 RAB11FIP2 RAB21 RABEP1 RALA RB1CC1 RESF1 RGS2 RNF11 RNPC3 RPL38 RPS11 RRN3P2 SERINC1 SETD1B SIK3 SIRT1 SLC26A11 SLC43A2 SMIM14 SOCS5 SORL1 SRGN SRPRA ST6GAL1 STMN3 TANC2 TAPT1-AS1 TCF7L2 TCP11L2 TET2 TGIF1 THBS1 THEMIS2 TMEM260 TNFAIP3 TNFRSF14 TP53INP1 TPD52L2 TRA2A TRIM23 TSC22D2 TSEN34 TSPYL1 UBE2E1 UBL3 UBN2 UBXN6 UBXN7 UNKL USO1 VEZF1 WASL WDR45 YPEL3 YPEL4 YPEL5 ZBTB10 ZBTB17 ZBTB18 ZBTB20 ZBTB44 ZC3H12C ZCCHC14 ZEB2 ZFP36 ZFYVE1 ZFYVE16 ZMYM2 ZNF106 ZNF211 ZNF217 ZNF354A ZNF565 ZNF638 ZNF827 ZSWIM6 GSE19888_CTRL_VS_A3R_INHIBITOR_TREATED_MAST_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19888_CTRL_VS_A3R_INHIBITOR_TREATED_MAST_CELL_UP AARS1 ACADM ALG10 ALG5 ANKRD35 ANKRD36B ARHGAP11A ARHGEF39 ARL2BP ARV1 ATP5MC3 ATP5MG ATPAF2 BCAT2 BRCA2 BTBD6 C1RL C21orf58 C3orf18 C4orf46 CCDC167 CCDC28B CCNB2 CCNF CCR6 CDC25A CDCA2 CDH17 CDK2 CDT1 CEACAM1 CEP170B CEP57L1 CHEK2 CHID1 CISD3 CKAP2L CKLF CLN6 COL9A2 COMMD7 COMTD1 COQ3 COQ9 COX5B CSE1L DBI DCLRE1B DHPS DIAPH3 DLAT DNAH14 DPAGT1 DPF3 DYNC2I2 DYNLRB1 E2F2 E2F7 EGFL6 EIF2B1 EIF2S2 EME1 ERAL1 ERI1 EXO1 EXOSC9 FAM111A FAM111B FANCC FARSB GALE GALK1 GEN1 GGCT GLE1 GSTZ1 H3C7 HAT1 HAUS8 HAX1 HCFC1 HINT2 HMBS HMOX2 HNRNPAB HNRNPD HNRNPF HOXB7 HSDL2 HSPA14 HYCC1 ICMT IFI27L2 IKZF4 ITPA JHY KIF20A KIF20B KIFBP KLHL23 KNTC1 KPNA2 LAPTM4B LILRP2 LRP11 LRP8 LRRC58 LSM10 LSM4 LZIC MAL MCM2 MDH1 METAP2 MFAP1 MFNG MGME1 MICB MLLT11 MMP25 MPV17 MRPL12 MRPL13 MRPL16 MRPL34 MRPL37 MRPL44 MSMO1 MTAP MTHFD1 MTLN MYBL2 MYH10 MYO19 MZT1 NDUFA8 NDUFA9 NDUFB4 NDUFB8 NRM NSD2 PAXIP1 PGBD1 PLGRKT PLK1 POC1A POLA2 POLR2K PPCDC PRADC1 PRORP PSAT1 PUSL1 RANBP1 REXO5 RNF138 ROMO1 RPF2 RPS27L RRP36 SAPCD1 SAPCD2 SF3B5 SKA3 SLC12A8 SLC27A2 SLCO4A1 SMTN SNRPA SNRPB SNRPF SNUPN SPC24 SPRTN SRSF3 SSNA1 STIL SUOX SUV39H2 TBRG4 TCF19 TFRC TMEM14A TMEM177 TMEM214 TMEM237 TMEM97 TOX2 TPGS2 TTI2 TXLNA ULBP2 UQCC4 WDR5 XRCC5 ZDHHC12 ZDHHC13 ZNF254 ZNF382 ZWILCH GSE19888_CTRL_VS_TCELL_MEMBRANES_ACT_MAST_CELL_PRETREAT_A3R_INH_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19888_CTRL_VS_TCELL_MEMBRANES_ACT_MAST_CELL_PRETREAT_A3R_INH_DN ABCG1 ADA ADAR AIDA ANKFY1 ANKRD1 APOBEC1 APOD APOL2 AREL1 ARF4 ARHGAP30 ARHGAP8 ATG16L1 AXIN2 B4GALT5 BATF2 BCL3 BCL9 BFSP1 BLTP2 BST2 BTG2 C15orf48 C19orf38 C2 C8orf33 CALHM6 CARM1 CASP9 CCDC32 CCL2 CCR7 CCRL2 CD200R1L CD274 CD300LF CD40 CD72 CH25H CLIC4 CMPK2 CNGB3 CNP COLEC11 CXCL10 CXCL11 DCK DDX4 DDX60 DTX3L EFHB EIF2AK2 EIF4E3 ETV6 EVI2B FANCA FBXL14 FBXO17 FNBP4 FPR2 GBP7 GCH1 GLA GMPPB GNB4 GPR18 GRN GSAP GZMA GZMB HDC HELZ2 HK1 HLA-E HLA-G HSH2D IDO1 IFI27L2 IFI44L IFIH1 IFIT1 IFIT2 IFITM3 IFNB1 IFT172 IKZF1 IL12RB1 IL15 IL18BP IL2RG IL4I1 IL6 INPP1 IRAK2 IRF1 IRF7 IRF9 ITGAL ITGB7 ITK KANSL3 KCTD13 KLHL18 KLRK1 LACC1 LARP1 LRFN2 MARCHF5 MMP13 MOCOS MPEG1 MRPL30 MXD1 N4BP1 NAAA NFKB1 NLRC5 NMI NPC2 OAS1 OAS2 OLFML3 PARP11 PARP14 PARP9 PIK3AP1 PIK3R5 PLAC8 POMP PRKX PTK2B PTPN6 PTPRO PTX3 RAC1 RAPGEFL1 RARRES2 RBM43 RFX1 RGS1 RGS16 RHOH RSAD2 RTP4 SAMD9L SAMHD1 SCLY SEMA4D SERPINB9 SETDB2 SF3A2 SFMBT1 SGCB SH2D1A SHISA5 SIRPB1 SLAMF7 SLAMF8 SLAMF9 SLC25A44 SLC28A2 SLFN12 SLFN13 SLFN5 SNTG2 SNX10 SP110 SPATS2L STAT2 STAT5B STING1 STOML1 STXBP1 TAPBP TDRD7 TENT4A TIMELESS TLR2 TLR3 TMEM39B TNFAIP2 TNNI3 TOR1AIP1 TOR1AIP2 TOR3A TPX2 TREML2 TRIM21 TRIM25 TRIM34 TRIM5 TUBB6 UACA UBA7 USP11 USP18 VCAM1 VDAC2 ZUP1 GSE19888_CTRL_VS_TCELL_MEMBRANES_ACT_MAST_CELL_PRETREAT_A3R_INH_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19888_CTRL_VS_TCELL_MEMBRANES_ACT_MAST_CELL_PRETREAT_A3R_INH_UP AAMDC ABCA9 ABCC9 ABITRAM ACOT2 ADGRL4 AGL AKAP12 ALDH1A3 ANKMY2 ANTXR2 APPL2 AQP4 AR ARHGAP19 ARHGEF6 ASPH ATP5F1C ATP5MG ATRN ATRNL1 BMPR1A BMX BNIP3L BPGM BRINP3 BRWD1 BTNL9 CACNA2D1 CCNG1 CD163 CD300LD CDC42EP3 CEP20 CHODL CHST9 CMBL COL26A1 COL4A5 COPG2IT1 COX6C COX7A2L CRISPLD1 CRYBG3 CSF1R CTH CYP2D6 CYP3A7 CYTL1 DCAF6 E2F6 EDNRB EFEMP1 EIF4B ELAPOR1 ELL EML5 EMSY ENPEP ENTPD5 EPHA6 EPOR EYA4 FAP FBLN5 FBP2 FBXO3 FERMT2 FMO2 FN1 FN3K FNDC8 FRAT2 GDF10 GHSR GLO1 GNB5 GP1BB GPA33 GPR34 GRB10 HABP2 HBS1L HERPUD1 HEXB HOOK3 IL23A INMT INSIG2 IPO7 IRS1 KCNU1 KLHL13 KLHL32 KLHL35 KLHL9 LDOC1 LMBR1 LRRC39 LRRC56 LYPLA1 MAGEF1 MAN2A2 MGP MLF1 MORN5 MROH2A MRPL42 NDUFB10 NDUFB5 NDUFS7 NECTIN1 NFE2L3 NFIA NTN4 ODAM P4HTM PABPC4 PAM PARP1 PDE2A PEG3 PGAP1 PHYHD1 PKIA PLAAT1 PLCXD2 PNCK PNLIP PNMA8B PPP3R2 PRKACA PYROXD2 RAB3B RBM44 RBP7 RCAN2 REPS2 RFTN2 RGS5 RHOBTB3 RHOQ RNASEH2C RNF112 RNF150 RPS3 S100B SAR1B SELENBP1 SELENOP SEPTIN12 SERINC5 SGSH SLC17A2 SLC30A9 SLC38A4 SLC39A10 SLC39A6 SLCO2B1 SNAP47 SPINT2 SRPX2 SS18L2 ST3GAL6 ST6GAL1 STAB1 STK26 STRADB STYX SUCO SYNM TARS3 TGFBR3 TIA1 TIMM17B TINAG TLCD4 TLE6 TLL1 TMEM109 TMEM216 TNFRSF17 TSLP TTC3 TXNDC16 UBE2H UCHL1 UQCC6 UQCRC2 VDAC3 VKORC1 VLDLR WARS2 WDR26 ZBTB26 ZBTB4 ZFAND6 ZFYVE21 ZNF266 ZNF346 GSE19888_CTRL_VS_T_CELL_MEMBRANES_ACT_MAST_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19888_CTRL_VS_T_CELL_MEMBRANES_ACT_MAST_CELL_DN ABCD3 ABTB3 ACTN1 ADRA1A AJUBA ALOX12B AMPH AMZ2 ANKRD13C AQP9 AREG ARHGEF26 ARHGEF37 ASB14 ATP10B BTBD3 BTBD7 C15orf62 C1orf210 CBLC CBR3 CCDC24 CD109 CDSN CERK CHMP2A CKMT1B CLIC3 CLPX COQ8A CSRNP2 CTDP1 CYB561 CYB5R4 DAPL1 DCAF1 DLX3 DMKN DSC3 DSG1 DSTN EDC3 EDRF1 EIF2AK4 ELOVL6 ERBB3 ESRP2 FAM25C FAM83G FAM83H FBXO32 FBXO38 FGFR2 FNDC5 GCNT2 GJB4 GJB5 GPBP1 GPR87 GPRIN2 GPSM2 GRB7 GRHL2 GRHL3 HEBP2 HELLS HOMER2 HOXA5 ID4 IGSF9 IL18 IL1A INTS15 IP6K2 ITGA6 KDM5B KLF5 KLK11 KLK5 KRT10 LAPTM4B LDHB LIPK LORICRIN LRCH1 LRP2BP LTA4H MAB21L4 MAGIX MALL MAP2 MAP2K4 MARVELD2 MBNL3 MBOAT1 MCTP1 MFHAS1 MFSD4A MICALL1 MINDY2 MINK1 MPZL2 MPZL3 MTMR11 MUS81 MYH14 MYH2 MYLK2 NAA35 NCK2 NDFIP2 NDRG2 NDUFS1 NEMF NFKBIA NIPAL2 NLRX1 NOTCH1 NPAT NRDC NRIP3 NRTN OR8A1 P2RY1 PAIP2 PDLIM2 PEBP1 PES1 PIGG PKP1 PLA2G4F PLCXD2 PLEK2 PLXNA2 PNMA1 PPL PPM1D PPP1R17 PPP3CB PRKCH PROM2 PRRG2 PSRC1 PSTK PTK6 PTPN3 PURB RAB38 RAB3D RABGGTA RAI14 RALBP1 RALGAPA1 RHBG RPL18A S100A14 SAR1B SCEL SDC1 SEC14L2 SERPINB11 SERPINB5 SERTAD1 SFN SH3RF2 SH3YL1 SKIC8 SKIL SLC35A3 SLC6A4 SMARCA4 SMPD3 SORCS2 SPINT1 SPRY1 SQLE STARD7 STRIP1 STYX TCF20 THEM5 TMEM79 TMPRSS11F TOPBP1 TRIB1 TRNT1 TTPAL UCHL3 USP34 USP54 WFDC5 WIPI2 ZBTB22 ZC3H6 ZCCHC3 ZFYVE9 ZMAT3 ZNF18 ZSCAN10 ZSWIM1 GSE19888_CTRL_VS_T_CELL_MEMBRANES_ACT_MAST_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19888_CTRL_VS_T_CELL_MEMBRANES_ACT_MAST_CELL_UP ABI1 ACO2 ADGRE5 ADORA2A ADSL AFMID AK2 ALKBH5 ALS2 AMPD2 ANXA7 APIP ARL4A ARL5A ATPAF2 AURKA B2M BAG1 BAG4 BCL2L13 BDKRB2 BRD2 C17orf100 C1orf52 CA2 CCNL1 CDKAL1 CDR2 CGAS CHAMP1 CHMP1A CIRBP CISD1 CLN3 COA5 COPS7B COX18 COX5A CPNE1 CRIP2 CSGALNACT2 CUL1 DCLRE1C DCTD DCTN3 DDI2 DDX19B DDX46 DDX55 DEDD DGAT1 DNAJB11 DNM1L DNTTIP1 ECHDC1 EIF2B1 EPB41L4A EXTL2 FAU FBXL5 FBXO3 FKBP4 FNBP4 FPGT GADD45A GARS1 GCA GCFC2 GEMIN5 GID4 GLS HARS1 HAUS3 HIRIP3 HNRNPC HSF2 HTATSF1 IGF1R IL6 INO80D IRAK1BP1 KCNB1 KIAA1958 KIF24 KLHL7 LAMP1 LARP7 LAS1L LCE1A LSM2 MAGI3 MAP1LC3A MED17 METTL3 METTL6 MIEF2 MIGA1 MRPL10 MRPL41 MRPL45 MRS2 MSN MSS51 MTOR MYPN NAA35 NAE1 NBEA NDST3 NDUFA3 NEB NOB1 NOPCHAP1 NUP37 NUP85 ORC4 PACRG PDHA1 PDPK1 PER1 PHC2 PI4K2B PITHD1 PLAGL1 PLCL2 POMP PPFIBP1 PPP2R2A PSMC6 PSMD14 PSPC1 RAB5A RABL3 RAD17 RANBP9 RAP1B RBIS RBM15 RBMX RCN2 RELL1 REM2 RHOA RIMOC1 ROCK2 RPS21 RPS6 SAE1 SHMT1 SLC25A13 SLC25A26 SLC25A3 SLC25A39 SLC29A1 SLC35E2B SNX1 SP1 SPAG4 SPSB2 SRRM1 ST8SIA4 STAU1 STRN3 SUDS3 TACC3 TEX15 TMBIM1 TMEM192 TOP1MT TRIM23 TRIM27 TRIOBP TTC32 TTF1 UBA5 UBE2J2 UBL4A UBQLN4 UFM1 UNC50 USP1 USP54 UXS1 VEGFA VPS33B VPS37A WDR89 WIPI2 YBX3 YTHDC2 ZC3HAV1 ZDHHC5 ZFP36L1 ZMYM4 ZNF277 ZNF281 ZNF48 ZNF490 ZNF565 ZNF638 GSE19888_NO_PRETREAT_VS_ADENOSINE_A3R_INHIBITOR_PRETREATED_MAST_CELL_TCELL_MEMBRANES_ACT_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19888_NO_PRETREAT_VS_ADENOSINE_A3R_INHIBITOR_PRETREATED_MAST_CELL_TCELL_MEMBRANES_ACT_DN AATF ACO2 AKIRIN2 ALKBH3 ANO10 AOAH APAF1 APTX ARHGAP1 ARHGAP18 ARHGAP30 ARHGEF10 ARMCX4 B3GALNT2 B4GALT5 BAHD1 BCCIP BORCS7 BRD4 BTBD1 C19orf38 C1orf122 C9orf64 CAND1 CAPRIN1 CASP1 CASP4 CCDC115 CD72 CDC123 CDC37L1 CDH5 CDK5RAP1 CEP164 CHCHD7 CHID1 CISD2 COASY COQ7 CPPED1 CSGALNACT2 CTBS CUL7 CWC27 CYB561D2 DBF4 DCT DGUOK DHFR DHX35 DPP9 DPY30 EBNA1BP2 EFCAB2 EMILIN1 EPB41L1 ESR1 EVI2A EXOSC9 FAM118B FBLN7 FCGR1A FIZ1 FKBP1B FNDC3A FRZB FSCN1 GLT8D1 GNA12 GNG4 GPATCH2L GPM6B GPRASP3 GPX3 GRN GTF3C6 GYPC HHEX HLA-G HPCAL1 HPS5 IFIH1 IFIT1B IFIT3 IFNAR1 IL10RB IL15 INPP5A INTS4 IPO5 ISG15 ITGAM ITSN1 KICS2 KLHL22 LARS2 LETM1 LIMCH1 LUM LYRM2 LZIC MAPRE1 MCCC1 MCEE MEX3D MMP23B MOB3C MOCS2 MPP1 MRPL21 MRPL27 MRPL30 MRPL42 MRPS10 MRPS30 NAMPT NCCRP1 NCOA1 NDN NDST1 NDUFA2 NFIC NFXL1 NME7 NRBF2 NRP1 NT5C NT5C3A NUDC ODR4 OGFRL1 ORC3 OSTM1 P3H3 PDCD7 PDGFC PEDS1 PFN2 PIANP PIN4 PIP4K2A PKIG PLEKHM1 PLEKHO1 PLPP6 PMP22 POP7 PPA1 PPIC PRADC1 PRKRA PRXL2B PSMG3 PTPRC PXDN PXK QTRT1 RALA RBIS RBM43 RCC1L RDH14 RHPN2 RIPOR1 RNF135 RNF213 RWDD1 SCYL2 SDHAF3 SELPLG SFRP2 SLC15A4 SLC30A5 SLC45A4 SMO SNORD104 ST7L TIFA TMEM106A TMEM256 TMEM86A TMPO TTLL1 TWF1 UFSP2 USP18 USP38 VEZT VMA21 YAF2 YRDC ZBP1 ZFTA ZHX1 ZNF260 ZNF511 ZNF521 ZNF655 ZUP1 ZWINT GSE19888_NO_PRETREAT_VS_ADENOSINE_A3R_INHIBITOR_PRETREATED_MAST_CELL_TCELL_MEMBRANES_ACT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19888_NO_PRETREAT_VS_ADENOSINE_A3R_INHIBITOR_PRETREATED_MAST_CELL_TCELL_MEMBRANES_ACT_UP AAMDC ABHD11 ACACA ACD ACOT8 ACOX3 ADH5 ADORA2A AKAP4 ALOXE3 ANKRD55 APOH APPL1 ARHGDIA ATP23 ATP8B2 BCKDK BDKRB2 BMP5 BMPR2 BST2 C16orf78 C16orf90 C2CD4B C3orf80 C6orf62 CCNB1IP1 CD99 CDC20 CEP76 CHTOP CLN3 CNDP2 CNR1 COMMD4 COX17 CS CTBS CUBN CUL2 CYB5R4 CYFIP1 DANCR DBP DCBLD2 DCTD DDX19A DDX47 DGAT2 DGCR8 DHRS1 DHRSX DNAJB2 DNAJC13 DPAGT1 DPF1 DTX4 EED EIF5A2 EMG1 EPAS1 ERAL1 EXTL2 F9 FAM110B FAM133B FAM185A FASTKD5 FBLIM1 FBXL18 FBXW8 FEN1 FGF23 FNTA FOXK2 G6PC1 G6PD GLT8D2 GMDS GOLGA7 GOSR1 GPR27 HAS1 HAUS1 HK2 HNRNPAB HNRNPC IBA57 IL17RC IL2RA IL9R INPP5B IPO8 JAM3 JOSD2 KAZALD1 KCTD11 KIF1C LAG3 LAMA5 LBX1 LIPT1 LMLN LONRF2 LZTFL1 MARVELD2 MED20 MEDAG METTL27 MND1 MPG MRPL27 MRPL37 MRPS24 MT1E MTDH MTR MTRES1 MYPN MYPOP NCSTN NDUFA13 NEK11 NETO2 NKAPD1 NLN NOP9 NPC2 NSA2 NSMCE2 NUP205 OMP PAK4 PAMR1 PARK7 PBDC1 PDE3B PHC2 PIGX PITHD1 PKP4 PPP1R37 PRELID3A PRKN PTRH1 QRICH1 RASGEF1A RASSF7 RFC5 RHBDD3 RNF4 RPUSD3 RRS1 RSPO2 SCAF1 SCFD1 SDHC SERPINH1 SGCE SLC16A1 SLC38A7 SLC5A1 SMARCA5 SNHG11 SNHG6 SNRPD2 SPSB2 SRR SSRP1 ST3GAL2 SULT1A1 SUZ12 TAF1C TAFA2 TASP1 TATDN1 TESK1 TET2 TMEM120A TMEM61 TOMM7 TRIM27 TRMT1 TSPAN5 TTC9B TUFM UBR5 UGT2B10 UNC13B USP21 USP5 UTP18 VCPKMT VMA21 XBP1 XRCC3 ZBTB3 ZHX3 ZNF606 ZNHIT2 GSE19923_E2A_KO_VS_E2A_AND_HEB_KO_DP_THYMOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19923_E2A_KO_VS_E2A_AND_HEB_KO_DP_THYMOCYTE_DN ACP3 ACP5 ACSL4 AIMP2 AK1 ALCAM ALDOA ANKRD40 ANXA1 ANXA2 ANXA5 APBB1IP AREG ASIP BCL2A1 BOP1 BTG1 C3AR1 CAPG CAPN2 CAPRIN2 CASP6 CCL1 CCL4 CCL5 CCL7 CD52 CD53 CD82 CD8B CDK5 CDK8 CNDP2 COX7A2 CR2 CRTAP CSN3 CSNK1E CSTF2T CTSB CTSC DAP DDX18 DLD DNAAF10 DNAJB9 DNAJC1 DUSP19 DUSP6 ECE1 ECH1 EGR2 EHF EIF2B2 EIF3D ELL ELL2 EMP1 ENPP1 EPS15 ESF1 FAAP20 FBXL5 FDPS FHL2 FMC1 FPGS FRRS1 FURIN FXYD5 GADD45A GADD45B GARS1 GCH1 GEM GGH GK GNG12 GPD2 GSN GZMB HACD3 HASPIN HDDC2 HIBADH HSD17B12 IDI1 IFIT1B IFNB1 IL10 IL13 IL15 IL4 IL5 IL6 INSRR IRF7 ISG15 ITGAV ITGAX JUNB KCNAB2 KLRG1 LAG3 LAP3 LAS1L LAT2 LDLR LGALS3 LIAS LRBA MAPK6 METAP2 MR1 MRFAP1L1 MRPS24 MTIF2 MX1 MYC MYH3 NCF4 NCKAP1 NFKBIA NFU1 NID2 NOP2 NSUN2 NUCB2 NUDCD2 NUDT9 NUP35 NUPR1 NUS1 NXF1 PDZK1IP1 PLA2G12A PLOD3 PLXND1 PMS2 PNPT1 POU2F2 PPA2 PPDPF PRKCE PRPF19 PSMA6 PTH PTN PTP4A2 PTPN6 RAD51B RAD52 RASA1 RCN1 RGS10 RMDN3 RPL22L1 RRS1 RSAD2 RUFY1 SCEL SEMA4D SEPTIN9 SERPINB9 SH2D2A SLC12A7 SLC1A5 SLC44A1 SLC4A7 SLC52A2 SLFN12L SMS SPP1 SRGN SRSF11 STXBP1 SUN1 SURF2 TANK TBRG1 TM7SF3 TMCO1 TMEM11 TMEM268 TPD52 TRAF1 TSPAN5 TTC7B TWF1 TXNIP TXNRD2 UBC UBE3A UGCG UTP3 UTP4 WNT1 XCL1 ZFYVE16 ZNF282 GSE19923_E2A_KO_VS_E2A_AND_HEB_KO_DP_THYMOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19923_E2A_KO_VS_E2A_AND_HEB_KO_DP_THYMOCYTE_UP AAK1 ABCB1 ABR ACO2 ACOT8 ADAM12 ADK AMPD3 ANKRD46 APLF APLP1 ASF1A ASF1B AURKB C2CD3 CACNB3 CCDC6 CCNI CD63 CDC6 CDCA8 CDKL2 CDT1 CELF2 CELSR1 CENPA CHP1 CIPC CKS2 CLCA1 CLEC16A CLIP3 CLK1 CMTM7 CPNE3 CPSF2 CPT2 CRIPT CXCL6 CXCR4 DENND5A DLX6 DNAJB1 DPP7 DXO ENTPD1 ENTPD2 EPAS1 ERRFI1 EVI2A EXO1 F2RL1 FABP5 FAM107B FAM76B FCER1A FIBP FLI1 GABARAP GAS2 GHITM GLIPR2 GLRX GNG3 GON4L GPANK1 GPLD1 GPR132 GRIN1 GRK6 HDAC6 HMGCL ID3 IFNGR2 IL16 IL17RA IL1R2 IL7R ILKAP ITM2B ITPKB JAK1 KAT7 KIF11 KMT2E KPNA3 LGMN LIG1 LIMD1 MAN1A1 MCM2 MCM7 MDP1 MEF2C MEIS1 MKRN1 MPZL2 MYB MYL12B MYL4 N4BP1 NAGK NCAM2 NEDD4L NEO1 NF2 NMT2 NR1D2 NSMCE1 NXT1 ORC6 PARK7 PCK2 PCMT1 PDCD7 PDIA4 PITX1 PLK1 PLRG1 PLSCR1 PLXNA2 PMF1 PNKP PON2 PRC1 PRIM2 PRPF6 PRPH PTDSS1 PTOV1 PYGB RAB25 RAB4A RAP1A RAP1GDS1 RB1 RBL1 REG1B RELL1 RETREG1 RFC2 RHOH RNASEH2B RPA1 RPRM RPS14 RRM2 S100A1 S100A13 SARAF SCAMP3 SELENOH SFTPC SGCE SH2B1 SIN3A SKIL SLAIN1 SLC25A53 SLC27A1 SLC35D1 SLC7A9 SMARCD2 SNIP1 SNRNP40 SPAST SPDL1 SRC STARD3 STBD1 STMN1 STUB1 STXBP2 SYF2 SYNJ2BP TBC1D10A TBR1 TIMM17B TLR6 TM9SF1 TMEM165 TMEM176B TNFAIP6 TNP2 TRAPPC1 TRDMT1 TSEN34 TUBB UBE2A UBE2D2 UBE2H UCK1 UHRF1 WBP2 WDFY2 ZBTB2 ZEB1 ZNF653 ZNHIT2 ZWINT GSE19923_E2A_KO_VS_HEB_AND_E2A_KO_DP_THYMOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19923_E2A_KO_VS_HEB_AND_E2A_KO_DP_THYMOCYTE_DN A1CF AAK1 ACVR2B ADCY10 ADCYAP1 ADGRA2 ADGRB3 ADGRE1 AIPL1 ALDOB ALPP AMACR ANKRD55 APBB1 APOF ARHGEF1 ATG16L1 ATP8B2 B3GALT2 BIN2 BMP8B BTNL3 C19orf53 C1QA CACNA1E CADM3 CADPS CCDC85C CCL19 CD34 CD52 CDK6 CHD5 CHRD CHST12 CLCN2 CLDN17 CLEC10A CNNM1 CNPY4 COL6A2 CPN1 CRYGD CSH2 CTSW CYP21A2 CYP2U1 DCBLD2 DCLK2 DDN DDR2 DDX18 DENND1C DIO3 DLGAP2 DMTN DND1 DSG1 DYNC1I1 EIF3I EVI2A EXOSC9 F5 FAM205BP FBXW4P1 FICD FOLR2 FOXN3-AS2 FUT5 GABRB2 GAS8-AS1 GATA4 GFAP GNMT GPR22 GREM1 GRIK1 GRK6 GTPBP10 H2AC18 HERC5 HLA-DOB HNF4A HNRNPA3P1 HOXA6 HOXC13 HRH2 HRH3 HTR5A IER3IP1 IFNA6 IGKV1D-13 IL25 IL3 INHBC IRF4 ITFG2 KAT6A KIAA0087 KLF17P1 KRT19P2 KRT36 LGR5 LILRB5 LINC01558 LRRC32 LTB MCF2L2 MKRN3 MRPL41 MRPL52 MTAP MYBBP1A NAP1L3 NEUROD6 NOVA1 NPFFR1 NPY NPY6R NR2E3 NRCAM OPHN1 P2RX3 PAEP PCDHB17P PCDHGA10 PCDHGB6 PCK1 PDE1C PKMYT1 PLGRKT PMP22 POLR2J4 POU5F1B PPIEL PRL RAB40A RAD54L2 RAMP3 RAPGEF6 RASGRF1 RASGRP3 RBM12B RGS4 RMND5B RNF17 RPAIN RPLP1 SAGE1 SDC2 SEC14L1P1 SELP SFTPB SLC19A1 SLC28A1 SLC3A1 SLC43A1 SLC66A1 SLC6A15 SMG7-AS1 SNRPN SP3P SSTR3 SSX1 SUSD5 SYCE1L SYNPO2L SYT2 TAC3 TAS2R16 TAT TCF20 TELO2 TERT TEX14 TGM4 TMEM179B TNFRSF11B TSR1 UCP1 ULBP1 UPB1 VAX2 WDR62 WSCD1 WT1 XYLB ZBTB44 ZNF770 GSE19923_E2A_KO_VS_HEB_AND_E2A_KO_DP_THYMOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19923_E2A_KO_VS_HEB_AND_E2A_KO_DP_THYMOCYTE_UP ABCD4 ACP3 ACSL4 ACTG2 ADAM8 ADPGK AGFG1 ALCAM ALDH7A1 ANKRD17 APBB1IP APLN AREG ASS1 ATF6 BCL2A1 BTG1 CACNG1 CAPRIN2 CASP3 CCL1 CCL7 CCNC CCND2 CCR1 CD247 CD44 CD68 CD82 CFD CFLAR CHMP4B CITED2 CLDND1 CLN8 CMTR2 COMT CORO2B CPD CRCP CSF1 CSNK1E CXCL3 CYP51A1 CYTH2 CYTIP DAXX DHX32 DNAAF5 DUSP6 ECE1 EEA1 EIF1 EIF1AY EIF2B5 ELL2 EMP1 EPB41L4A-AS1 ERO1A ESF1 EXOSC7 F2RL3 F7 FDFT1 FHL2 FKBP10 FNBP1 FNDC3A FOSL1 FURIN GAL GCH1 GEM GNG12 GTPBP4 HBEGF HCCS HMGCR HMGCS1 HSD17B12 IBTK IDI1 IFIT1B IGSF8 IKZF4 IL10 IL13 IL4 IL5 IL6 ISG20 ITK KCNA3 KLRG1 LAMC1 LCP2 LDLR LGALS8 LRBA M6PR MAFB MAPK6 MAPK8 MIA3 MMP11 MPO MSMO1 MYH3 MYH8 NAMPT NCKAP1 NCOA5 NDRG1 NMD3 NOCT NRAS NSMF NUDCD2 NUMB NUPR1 PALD1 PAXBP1 PCNT PDK3 PHLDA1 PIM3 PITPNC1 PLA2G5 PLG PNPT1 POU2F2 PPP1R2P1 PRKCE PTH PTK2B PTPN22 PTPN6 PTPRR PVALB RBMS1 RFLNB RGS10 RPIA RRS1 RSAD2 RYR3 SCMH1 SELENOS SEPTIN11 SERPINB9 SH2D2A SLC12A4 SLC16A1 SLC1A5 SLC20A1 SLC25A47 SLC2A3 SLC4A7 SLFN12L SMS SOD3 SPP1 SPRED2 SQLE SRGN SRP19 ST6GALNAC4 STK19 STT3B SUB1 SUN1 SYPL1 TBRG1 TBRG4 TES TEX2 TFCP2L1 TGFB1 TLE3 TMED7 TMEM229B TMEM45A TNF TNFSF10 TNFSF11 TOLLIP TOR1B TRAF1 TRAF5 TSPAN5 TSR1 TTC39B TWF1 TXNDC17 UBE2V2 UGP2 ZAP70 ZC3H12C ZFPM1 GSE19923_HEB_KO_VS_HEB_AND_E2A_KO_DP_THYMOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19923_HEB_KO_VS_HEB_AND_E2A_KO_DP_THYMOCYTE_DN ACP3 ACSL4 ACTG2 ACTR10 ADORA2B ADRA1B AGFG1 AGO2 AKT2 AQP8 AQR ARHGEF3 ARID3B ARL6 ATF3 ATP6V0A2 ATP6V1E1 ATP6V1H B3GNT2 BCAT1 BCL10 BID BTG1 BTG3 C1orf43 C9orf85 CCL1 CCL13 CCL4 CCL7 CCND2 CCR1 CENPC CHMP4B CINP CMTM3 COL4A3 COMT CSF1 CSNK2A2 CUL3 CXCL14 DDX18 DIP2B DNAAF5 DNAJB6 DNAJC1 DUSP2 DUSP6 E2F5 EGR1 EGR2 EIF1 EIF2S1 ELL2 ENTR1 ERF ETF1 F2R FBXW11 FGD3 FGF3 FHL2 FIP1L1 FKBP1A FNDC3A FOS FOSL1 FURIN FYTTD1 GABARAPL1 GADD45B GATA3 GCH1 GGNBP2 GIMAP4 GLI3 GOLGA7 H3-4 HCCS HMGCR HNRNPLL HSD17B12 IER2 IER3 IGF1 IKZF2 IL10 IL12RB1 IL13 IL4 IL5 IL6 IMP4 IQGAP2 IRF8 ITGAV ITGB1BP1 JAK2 KCNN4 KCTD12 KLF13 KLHDC2 KPNA1 LAG3 LCP2 LTV1 MAGOH MAP2K3 MAPK6 METAP1 MOB1B MRPS2 MSMO1 MTDH MYO10 NAB2 NCOA3 NFATC1 NFKB1 NFKB2 NFKBIA NMD3 NOTCH1 NR4A1 NSMF NTMT1 OSTC OTUD7B PDCD1 PELI1 PHLDA1 PIM3 PLA2R1 PLXND1 PPM1A PPP2R2A PRDM1 PROM1 PSMD11 PSMD8 PTPN1 RDH11 RELB RHOQ RMDN3 RNF149 RNFT1 ROCK2 RPL35 RRAD RRS1 RXRA RYR2 SDCBP SEC23IP SEMA7A SEPTIN7 SFXN2 SH2D2A SH3GL3 SLC25A19 SLC35A4 SLC41A1 SLC4A7 SLC7A7 SLFN12L SPRED2 SRGN SRXN1 ST6GALNAC4 STAT5A STS TES TFCP2L1 TGFA TLE3 TMEM68 TNF TNFSF8 TOLLIP TOX4 TRAF4 TRAF5 TSPAN5 TTC39B TUSC2 TYMP UBALD2 USP38 VAPA VCL ZAP70 ZC3H11A ZC3H12C ZC3H14 ZFP36L1 ZFPM1 ZNF281 ZRSR2 GSE19923_HEB_KO_VS_HEB_AND_E2A_KO_DP_THYMOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19923_HEB_KO_VS_HEB_AND_E2A_KO_DP_THYMOCYTE_UP AARS1 ABCC9 ABL1 ACAA1 ACAA2 ACO2 ACYP1 ADGRG1 AHRR ANAPC13 AOC1 APAF1 ARHGAP45 ASPM ATP13A2 ATP5IF1 BIN1 BIRC2 C1QC CASP2 CCND3 CCNF CD37 CD47 CD48 CDC23 CDC42SE2 CDCA7L CDKN2C CELA1 CHMP2A CMTM7 CNR2 COL18A1 CORO1A CPNE3 CRTAP CRYBG1 CSTPP1 CUTA CXCR4 CYB5A DDIT4 DDX6 DESI1 DGUOK DNAJC9 DUSP19 ECH1 ECHS1 ELOVL5 ENTREP3 EPB41 ERCC5 ERGIC1 ERGIC3 FAAP20 FADD FAM107B FAM53A FIGNL1 FLI1 FOXO3 FOXRED1 GPR50 GPX4 GRK2 GSR GUCA1A HOXD10 HPCAL1 HSD17B10 ICAM2 IDH3G IGBP1 IL16 IL27RA IMPA2 ING1 ING4 INTS3 IRF4 ISLR ITGB7 ITM2B ITSN1 KIF4A LAGE3 LBR LDB1 LMAN1 LRRC8C LTB4R LTBP3 MAP2K5 MAP3K3 MAP3K4 MAP3K8 MCRIP1 MEF2C MEIS1 MIS18BP1 MKNK2 MTARC2 MYB MYO1D MYO5B NAA10 NCAPH NCOA1 NDUFA9 NEDD4 NEDD4L NF2 NFATC2IP NFATC3 NHERF1 NMBR NPC1 NSMCE1 NUDT16L1 NUDT5 NUMA1 PAG1 PARN PCBD2 PCID2 PDE6D PFN2 PGLS PIM2 PIMREG PIP4K2A PNKP POLG2 PRKACB PSMB8 PSTPIP1 PTDSS2 PTEN PYGB RAD50 RASA3 RBL1 REV3L RMND1 RNASET2 RNF145 RNF181 RPL22 RPRD1B RSU1 SAA1 SAAL1 SAG SAP30L SDHA SFRP1 SHE SIPA1 SLAIN1 SLBP SLC11A2 SLC48A1 SLC50A1 SLC6A13 SLC7A1 SPICE1 SRPK2 SSNA1 STC2 STIL STK25 SUGP2 SYNGR4 TBC1D1 TCEA1 TFF1 TIMELESS TMEM43 TMPO TMX2 TNK2 TRIO TUBG1 TXNDC16 UBLCP1 UBR7 UPF3B USP5 VAMP8 VPS26C VRK3 WBP1L XPC XPO7 ZFYVE19 ZMYND11 ZMYND8 ZNF746 GSE19923_WT_VS_E2A_KO_DP_THYMOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19923_WT_VS_E2A_KO_DP_THYMOCYTE_DN ABHD5 ACD ACOXL AGGF1 AGO1 AGT AGXT ANGPTL8 APBA3 APOBEC3C APPBP2 ARHGAP35 ARL8B ASIP ATG9A BAG4 BNIP2 BRIX1 C15orf39 C17orf80 C1QB C1orf54 C3AR1 CALCR CALY CAMK1D CCN3 CCR6 CD28 CDH1 CDK8 CENPJ CENPN CLCA3P CMKLR1 CNIH1 COL8A1 COQ8B CSNK2A2 CTDP1 CUL9 CYRIB DAPK3 DBNDD1 DCP2 DCX DHX38 DHX58 DNAJA2 DNAJC7 DNMT1 EDC4 EDIL3 EFNA4 ELAVL2 EN2 EPS15L1 EPYC ERBB2 FAM118A FAM53C FBXO34 FBXO4 FOXN2 FUT6 GARNL3 GIMAP4 GK GNGT1 GP2 GRM4 GTF3C2 HAND2 HAVCR1 HBS1L HERC2P3 HS3ST3B1 HSPA14 IL4 KANK3 KCNJ4 KHDRBS2 KIF16B KIF21B KIF22 KLHDC4 KNL1 KRT12 KRT19 LAPTM4A LDB2 LMAN1 LNPEP LPAR3 LRRC2 LTN1 MALT1 MAPK1 MED18 MEGF6 MEN1 METTL13 MGAT4A MIER2 MINDY1 MMADHC MYH1 MYNN NEMF NLGN1 NR1H2 NT5C2 NUP37 OCM2 PALB2 PANK4 PARM1 PARP8 PARPBP PCGF2 PDZD7 PDZRN3 PEX14 PEX6 PIK3IP1 PLA2G2F PLA2R1 PLEKHH3 PLN PLXDC1 PMS2P4 PNKP POLR3C PPP2R3C PPP4R4 PRCC PRDM10 PRPS2 PRRX1 PTBP1 PTPRG RAB40C RAB5A RAP1B RAP1GDS1 RAPSN RASA1 RCC1L RFC1 RFC5 RGL2 RNASE2 RUBCNL SAP130 SCN5A SECTM1 SEL1L SEPTIN7 SMC6 SND1 SNX3 SOCS7 SOS1 SOX15 SPATA5L1 SPOCK3 SPTLC2 SSX5 STK39 STS STYK1 SUPT6H SUV39H2 TBC1D12 TIMM44 TKFC TMEFF1 TMOD3 TOLLIP TPD52 TRAIP TRIP4 TRMT2A TRPC4AP TULP2 UBAP2 UGGT1 UGGT2 VAMP5 XAB2 ZGPAT ZNF134 ZNF140 ZNF250 ZNF408 ZNF549 ZNF606 ZSCAN12 GSE19923_WT_VS_E2A_KO_DP_THYMOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19923_WT_VS_E2A_KO_DP_THYMOCYTE_UP ABCC2 ACOT2 ACY1 ADAMDEC1 ADCY8 ADGRG3 AEBP1 AKR1B15 ALDH1A3 ALDH3A1 ANKRD11 ANKRD49 ARFIP2 ASGR2 ATP5F1A AVPI1 BAG2 BASP1 BCL7B BOLA3 C12orf57 CACHD1 CBLN1 CCDC96 CCNJ CCR5 CD44 CD80 CDH13 CDH2 CDK5 CDKN2AIPNL CELSR2 CETN2 CFTR CILP2 CITED1 CKB CKMT2 CLCN7 CLEC4A COPE COX7A1 CRP CRY2 CRYL1 CX3CR1 CXCR2 CYP21A1P CYP8B1 DAPK3 DDIT4 DMTF1 DMTN DNPH1 DPH5 DRD3 DSPP ECI1 EFNB2 EID1 EIF2A EIF4ENIF1 EMC2 ERCC1 ERMP1 ERO1B ESR2 F10 FAM8A1 FICD FLT1 FRZB GABRG1 GADD45B GADD45G GAP43 GDI2 GDPD5 GFI1 GFRA3 GLRX3 GRIN2B GSTM3 GUCY2C H2BC18 HAND1 HES6 HFE HLX HMGA2 HOXB7 IKBKG IL15 IL17A IL9 IRF6 ITGA4 ITIH2 KLF10 KLF17 KLHL21 KLHL9 KRT14 KRT72 KRTAP19-5 LAMC2 LATS2 LBP LHX6 LRIG1 LYSMD2 MAPRE2 MED22 MESP2 MID1 MIIP MMP11 MMUT MTMR7 NCF2 NDUFA8 NDUFB5 NEFM NES NICN1 NIT2 NKIRAS1 NSD1 OXNAD1 PARP2 PCP4 PEX2 PGLYRP1 PITX1 PKDCC PLS3 POLE2 PPP1R7 PSMA1 PSMA7 PTGFR PTGIR PTGS2 RAB3B RFXANK RO60 RPL14 RPL23 RPS8 RPTN RSPO1 S1PR1 SCAND1 SEC11C SEMA4B SERAC1 SERPINB5 SESN1 SFRP2 SLC11A2 SLURP1 SMU1 SNAP25 SOX15 SPCS2 SPSB1 SRP9 SSPN ST8SIA1 STEEP1 SYCP1 TAT TBCB TBX3 TEKT2 TENM4 TFF2 TGFB2 TMEM126A TMEM129 TMEM268 TNFRSF19 TNFRSF1A TNNC1 TNPO1 TRIAP1 TTC30B TXNIP UBE2J2 UBE2L3 UNG VAPB WDR75 WDR82 WNT4 ZC3H14 ZFP1 ZMYM4 ZNHIT3 GSE19923_WT_VS_HEB_AND_E2A_KO_DP_THYMOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19923_WT_VS_HEB_AND_E2A_KO_DP_THYMOCYTE_DN ADGRB1 ADORA2B ALDH18A1 AMBRA1 AMY2A AMZ2 ANGPTL2 ANLN AREG ARID3B ATF3 ATP5MF ATXN7L3B B3GALT2 BCL10 BCL2A1 BHLHE40 BIRC2 BLTP2 BMP7 BTG1 BTG2 CAPN1 CCL13 CCL4 CCL7 CCR1 CCR8 CFLAR CISH CITED2 CLK1 CLK3 CLP1 CSF1 CSNK1D CSTF2T CTLA4 CXCR4 CYB5R3 DDX54 DLG4 DNAJB1 DNAJB9 DUSP1 DUSP6 EGR1 EGR2 EIF1 EIF1AY ENO2 ERF ERO1A ERRFI1 ETS2 EVI2A F2R FASTKD5 FGF13 FOS FOSL1 FOXF2 FURIN GCH1 GEM GPR65 GTF2E2 H2AX HCFC1 HK2 HLA-DMA IER2 IER3 IFIH1 IFITM10 IL10 IL13 IL4 IL6 IRF1 IRS2 ITK ITPKB JMJD6 JUNB KAT2B KCTD12 KIN KLF5 KLF6 LDLR LHX1 LYST MAFK MAK MAP3K3 MAP3K8 MAPK6 MARCO MAT2A MATN4 MBD1 MDFIC ME1 MED10 MKNK1 MLLT11 MPRIP MT1E MTF1 MUC1 MYC MYO10 MZT2B NAB2 NABP1 NAMPT NCAPH NDEL1 NDRG1 NEDD9 NFATC1 NFIL3 NFKBIA NFKBIZ NPTX1 NR4A1 P4HA1 PCNT PELI1 PGAM1 PHC2 PHETA1 PHLDA1 PI4KA PLK3 PPP1R15A PPP1R15B PRDM1 PRKCH PTPN22 RBM38 RELB RHOB RMDN3 RNFT1 RRAD RRS1 RSAD2 S100A3 SEC23IP SERTAD1 SFPQ SGK1 SH2D2A SLA SLC25A25 SLC2A1 SLC38A2 SLC41A1 SLC6A15 SMARCD1 SMIM7 SNIP1 SOCS3 SOS1 SQLE SRSF5 ST7 SYT3 TAF1D TARS1 TBCEL TENT5A TGIF1 TGIF2 TIPARP TLK2 TMEM11 TNF TNFSF9 TOR1AIP2 TPMT TRAF3IP2 TRIB3 TUT7 U2SURP UBE2Z ULK1 USP38 WBP1 WSB1 YTHDC1 ZC3H12C ZFAND5 ZFHX3 ZFP36 ZFP36L1 ZNF622 ZNF703 GSE19923_WT_VS_HEB_AND_E2A_KO_DP_THYMOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19923_WT_VS_HEB_AND_E2A_KO_DP_THYMOCYTE_UP ABCB1 ABHD8 ACOT13 ACYP1 AEBP2 ANAPC2 ANAPC5 ARL5A ASF1A ASF1B ASNSD1 ASXL1 ATP5IF1 ATP5MC2 ATRAID AURKB BAZ1B BCKDK BGN BRCA1 BTBD1 C5orf34 CCNF CCNG2 CCR7 CDC123 CDC6 CDK2 CDKN3 CGGBP1 CHCHD7 CHORDC1 CIPC CMC2 COPRS COPS3 CPNE3 CPT1A CPT2 CRADD CSNK1D CTSH CUEDC2 CUTA CYB5A DCPS DCTN6 DCTPP1 DDIT4 DENND5A DGUOK DNAJC8 DPP7 EMP3 ENO3 EXOC4 FABP5 FAM107B FBP2 FDXR FKBP2 FUCA1 FXN G6PC3 GALNT2 GPX4 GRK2 HAUS4 HESX1 HMGB3 ICAM2 ILRUN IMPA2 ING1 ING4 INVS ITGB7 JAK1 KIF20A LAMTOR2 LARP1 LBR LSM14B LSM4 LTB4R MAD2L1 MAF1 MAP2K5 MAP4K4 MBD4 MCM5 MCM7 MRPL23 MRPL35 MRPL51 MRPS21 MSH2 MTARC2 MTMR14 MYB MYL4 NCAPH NDST2 NDUFAF1 NDUFB10 NDUFB11 NELFCD NHERF1 NPC1 NSMCE1 NUDT5 OAT OGT P2RX4 PAFAH1B3 PCBD2 PCLAF PCYOX1 PDE6D PDIA4 PGLS PGRMC1 PHF1 PINK1 PKIB PLCG2 PNKP POLA1 POLE4 POLR1A PPP3CC PRC1 PRDX2 PRKACB PRR13 PSMB10 PSMB9 PSMD7 RALY RFC2 RMND1 RMND5A RNASEH2A RNF145 RNF181 RP9 RPA1 RPA3 RRM1 RTTN S100A1 S100A13 SAAL1 SAE1 SAP30L SBNO1 SELENOH SEM1 SFR1 SLC16A8 SLC35D1 SNAPIN SNX14 SRPK2 SSRP1 STX5 SUCLG2 SUN2 SUPT4H1 SWI5 TACC3 TAP2 TBC1D14 TBCB TCF19 TFPI TK1 TLX3 TMEM106C TMEM160 TMEM223 TMOD3 TMPO TNP2 TOP2A TRAPPC1 TRIM59 TRPV2 TSPAN32 TUBB UBE2A UBR7 UBXN4 UQCC3 USP5 VAMP1 VPS28 WBP1 WDR45 ZMAT3 GSE19923_WT_VS_HEB_KO_DP_THYMOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19923_WT_VS_HEB_KO_DP_THYMOCYTE_DN ABCB10 ACKR1 ACOT9 ACTL6A ADH5 ALG2 ALYREF ANTXR2 APEX1 AQP9 ARF4 ARFRP1 ASNSD1 ATG5 ATP6V0A2 ATP6V1H ATP8A1 BCAS2 BLVRA C5orf15 CACNA2D3 CCNDBP1 CCT3 CCT7 CD244 CDCA4 CFDP1 CHIC1 CHMP3 CLNS1A CMAS COL2A1 COPS4 COQ7 CRADD CREB1 CRYBG1 CRYM CST7 CTNND2 CTPS1 CYP27B1 DDOST DDX3Y DENND4C DLST DMRTB1 DNAJB1 DPCD DPH5 DRAP1 E2F3 EEF1D EFNA5 EIF2A EIF4B ELAVL4 ELF1 ENTPD1 ENTPD5 EPHA6 ERP29 EXOSC7 F2RL3 FAM216A FAM241A FARSA FCGR1A FH FRG1 FRMD8 GALK1 GANAB GLCE GLO1 GLRX3 GOLM1 GSN GSTK1 GUSB H2AB2 HEXA HOXA1 HOXA13 IDUA IL7R IQGAP2 IRAG2 ITPR1 JPT1 KANSL2 KCNJ15 KCTD10 KCTD12 KIF9 KRAS LAPTM4B LIFR LIMK2 LMO4 MAGOH METTL9 MLLT10 MNAT1 MOCS2 NDRG1 NDUFA10 NDUFA9 NDUFV1 NEFH NF2 NFE2L2 NFIA NPY2R NTPCR NUDT16L1 NUP93 OCIAD1 OSTF1 OXCT1 PARL PCBP1 PDLIM4 PEBP1 PES1 PFDN2 PGAM1 PGRMC1 PIM2 PLA2G10 PLAC8 PNO1 PPIC PPIH PPM1A PPP1R2P1 PRDX3 PRELID3B PRPSAP2 PSMD13 PSMG2 PSPH PSTPIP2 QRSL1 RAB28 RAB8A RNASEH2B RNF112 RRM2 RRP1B RSU1 RWDD4 RXYLT1 S100A10 S100A4 SAE1 SAR1B SCAF11 SELENOW SELP SERPINI1 SHMT1 SHOC2 SKAP2 SKIC8 SLC25A3 SLC35A4 SLC3A2 SLC7A6 SMU1 SNRNP40 SNRPA1 SNX1 SNX9 SOCS2 SOD2 SPRYD4 SRSF9 ST3GAL6 ST6GALNAC2 STYX SUCLG2 SWI5 TANC1 TBC1D14 TERT THOC3 TIMM9 TMEM147 TMEM229B TMEM71 TPK1 TRIM13 WDR43 WDR55 WDR77 XRCC5 ZAN ZDHHC14 GSE19923_WT_VS_HEB_KO_DP_THYMOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19923_WT_VS_HEB_KO_DP_THYMOCYTE_UP ABCC6 ACOD1 ACTL6B ADAM19 ADAM23 ADCY4 ADGRE5 ADORA2A AGFG1 AHR AKAP4 ANGPTL2 ANXA1 APC APLNR ARAP3 ARL4D ATP2B2 BBLN BCL3 BEX1 BPHL C1QTNF12 C5 CA3 CAMK2A CAPN3 CCL13 CD200 CD34 CD4 CD59 CD5L CD79A CD81 CDS2 CELA1 CELSR1 CHRNB1 CIC CIT CKAP4 CLDN7 CLEC11A CMTM4 CNIH2 COL11A2 COL26A1 COL4A1 COP1 CRLF1 CSAD CSF2 CSRP2 CTLA4 DAB2IP DDR2 DEGS2 DHFR DNAJB5 EEF1A2 EHF ELF3 ELK4 FABP4 FABP6 FKBP10 FLT3 FOXD2 FXR2 GAS8 GATA1 GGCX GJB5 GLYR1 GMIP GNAQ GPR162 GRIA4 GSC GSTM3 H1-5 H19 HASPIN HCN3 HEMGN HLA-C HPS1 HRK HSD11B2 HSPB8 IFI27L2 IFIH1 IFIT1B IGF2 IKZF4 IL15 INPP4A INSR IRGM ITGAV ITGAX JUP KHDC1L KIT KLC4 LIN9 LIPE LPAR1 LPL LTBP4 LY86 MAP3K7 MCM6 MDFIC MGP MIPOL1 MPEG1 MR1 MRPL49 MX1 MYO1D N4BP1 NAP1L4 NAPSA NCAM1 NEURL4 NFKB2 NFKBIA NHSL2 NKX1-2 NMT2 NPAS1 NPDC1 NVL OPN1LW PAPOLA PARM1 PAX2 PBX3 PCGF2 PDCD1 PHOSPHO2 PITX1 PLK3 PLP1 PRKAR2A PRPH PTMS PTPRJ PTPRK PTTG1 PVALB RAB3A RAB3B RAG2 RARRES2 RBP1 ROGDI RYK SBF2 SCMH1 SCN7A SDC1 SEMA6C SH3BP5 SHBG SLC25A10 SLC35D1 SLC3A1 SMPD2 SNORC SOCS3 SOX4 SPSB1 STAG1 TACSTD2 TAP1 TCF20 TCF7L1 TCN2 THRSP TMEM266 TNFRSF9 TNNC2 TRAIP TRH TSG101 TST TWIST2 UGP2 VTN XIST ZFYVE16 ZMIZ2 ZNF106 ZNF213 ZNF746 ZNF777 ZNRF1 GSE19941_IL10_KO_VS_IL10_KO_AND_NFKBP50_KO_LPS_AND_IL10_STIM_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19941_IL10_KO_VS_IL10_KO_AND_NFKBP50_KO_LPS_AND_IL10_STIM_MACROPHAGE_DN ABCE1 ACOD1 AKT2 ANAPC2 ARAP2 ARL5A ATP2A2 BBS9 BICRAL BMPR2 BPNT1 CBLN2 CBX5 CCNE1 CDC25A CDC27 CDCA7 CEMIP2 CHAF1B CHST2 CLPB CLTC CNEP1R1 CNTLN CNTRL COPB2 CORO1C CPNE3 CRIP2 CX3CR1 CYFIP2 CYP8B1 DCAF1 DENND5A DGCR8 DLGAP5 DNMT1 DTL EFHD2 ENTPD1 EPS8 ERH ESYT1 EXOC3 FAM20B FAR1 FBXO22 FIG4 FLII FMR1 G3BP1 GALNT7 GINS3 GMCL1 GPR33 GPSM2 GSPT1 H2AC15 H2BC9 H2BP2 H4C9 HAT1 HMGCR HMGN2 HNRNPUL1 HSD17B12 HSP90AB1 HSPD1 IBTK IDI1 IL18RAP IL2RA IMMT INO80C IPO9 IQGAP2 ITGA2 ITGB2 ITIH5 KCTD9 KIF1B KIF2C KIF4A LANCL2 LPCAT1 LRP6 LRRK1 MAD2L1 MAGI3 MAN2A1 MAP3K5 MCM2 MCM3 MCM6 MEAF6 MELK MFSD14B MIR216B MPHOSPH9 MSH4 MSN NCAPG2 NEBL NECAB3 NEK2 NFYB NIN NSD2 NT5E NUF2 NUP107 NUP205 PAPOLA PBRM1 PHF20L1 PIK3C2B PKNOX1 POGK PRC1 PRPF3 PRR5L PSAT1 PSMD1 PTPN11 RAB18 RAN RBBP6 RCBTB1 REEP5 RFWD3 RNASE9 RNF168 RPS6KA5 SAMD3 SDHA SELL SEPHS1 SEPTIN11 SF3B2 SLC16A1 SMPDL3B SMURF1 SNAP29 SORD SPAST SPTLC2 SRGAP3 SSH1 SSRP1 TACC3 TLR4 TNFSF9 TOP2A TRIM37 TRIOBP TRPM6 TTC3 UHMK1 VDAC1 VDAC3 WDR35 XDH YWHAB YWHAE ZRANB1 GSE19941_IL10_KO_VS_IL10_KO_AND_NFKBP50_KO_LPS_AND_IL10_STIM_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19941_IL10_KO_VS_IL10_KO_AND_NFKBP50_KO_LPS_AND_IL10_STIM_MACROPHAGE_UP ABI3 ACSBG1 ACSL3 ACVR2A AGAP1 AGTR2 AHRR AMZ1 ANG ARFGEF2 ASB7 ATP6V0A1 ATP7A B4GALT1 BAHD1 BCL6B BMP2K BST2 BTG1 C1GALT1 CAPN2 CCDC183 CCNL1 CD160 CD99L2 CDC42SE1 CDK13 CDKL3 CLASP2 CLDN19 CMAS CNDP2 COG5 COL6A3 CPOX CPZ CRAT CRTC3 CSTB CTSF CWH43 DDI2 DDRGK1 DMBX1 DMRT3 DUSP7 EAF2 EMP1 ENDOD1 EPB41L2 EPN1 EREG EXOC1 FAM114A1 FAM91A1 FBXL12 FBXL21P FBXL5 FOSL2 FRMD4B FURIN FYCO1 G6PC1 GAB2 GAD1 GAL3ST1 GAMT GANAB GASK1B GDF11 GIPR GJB4 GLI3 GNGT2 GPATCH8 GPR146 GPR15 GPR35 GPSM2 GPX1 GRAMD4 HBP1 IER2 IFFO2 IHH IL4R IL6ST KCNAB2 KCNC3 KCNK12 KCNMB4 KCTD6 KIF1A KIFC3 KLHDC1 KLRD1 KLRG2 KYNU LAMC2 LGMN LHFPL6 LMO4 MACIR MAF MAP4K3 MBD1 MEGF8 MIER3 MOB3B MRPL58 MYADM MYO16 MYO5A MYOF NCF4 NCMAP NCOR1 NEXN NMRK2 NPR3 NRIP3 NXNL2 OGFRL1 PAK1IP1 PAK2 PCNP PDCL3 PDLIM5 PDZD4 PGS1 PIK3CG PIK3IP1 PIK3R1 PIK3R5 PIP4P1 PLEKHH2 PLTP PRDX6 PREP PRNP PRSS12 PTK2 PTPN12 PTPRN2 PWWP2B RAB3IL1 RBSN RCC1L REPS2 RNASE4 RNF146 RNF149 RPL10 SALL4 SELENOM SELPLG SEMA3D SFXN3 SGPL1 SLC35D1 SLC38A5 SLC44A2 SLC44A3 SLK SMAD4 SMAD9 SNORD89 SRCAP SSX2IP STAB1 STK31 TBC1D14 TCF4 TLCD4 TMEFF1 TMEM176B TNFRSF12A TNK2 TOX2 TRAM2 TRIP10 TRPM4 TSPAN13 TSPAN14 UBR5 UCHL1 USP54 VAMP7 VANGL2 VDR WAS WDR37 ZCCHC12 ZFC3H1 ZNF217 ZNF318 ZNF565 ZSCAN10 ZSWIM4 GSE19941_IL10_KO_VS_IL10_KO_AND_NFKBP50_KO_LPS_STIM_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19941_IL10_KO_VS_IL10_KO_AND_NFKBP50_KO_LPS_STIM_MACROPHAGE_DN ACD ADRA2B AGTRAP AKAP12 AKR1B1 ALG14 AMPD2 ANKMY2 AP3S1 API5 ARHGDIB ARMC3 ATP5F1A ATP5MC1 ATP5PO ATP6V1A ATP6V1D B3GNT2 BCCIP BCL2A1 BORCS8 BRDT BTBD6 BTF3L4 C19orf53 C1orf43 C20orf96 C2CD2 CACYBP CBR1 CCDC136 CCL4 CD160 CD247 CD3G CD68 CD9 CD96 CDKAL1 CELA1 CERS6 CHMP5 CHRM4 CIAO1 CIB1 COMMD7 COPZ1 COTL1 COX6B1 CREB3 CXCR5 CXorf38 CYBB CYP51A1 DAXX DCAF13 DCK DDT DDX47 DHCR24 DNAJC27 DPP3 DYNC2I2 ECH1 ECHS1 EDN3 EIF3J EIF4E EIF6 EML4 EOLA1 EPHA1 EPSTI1 ERG28 ESYT2 EXOSC2 FBXO25 FDFT1 FHDC1 FSTL3 FTH1 FYN GAB2 GCG GHITM GLMP GLO1 GLRX5 GPX1 HCG4 HMGCS1 HMOX2 HPCAL1 HSDL1 HTATIP2 IFIT1 IL1R1 IL22 IPCEF1 IRAK1BP1 ISCU KCNMB4 KCTD21 KLHL9 LAMTOR4 LAMTOR5 LEF1 LPIN1 MAN2A1 METTL7B MLX MRPL34 MRPL35 MRPL49 MRPS6 MSL3 MSRB2 MXD4 MYOZ3 NAA16 NCK1 NDUFA8 NDUFB10 NDUFB5 NFATC2 NINJ2 NIP7 NLK NOP16 NSDHL NSG2 OAZ2 ODC1 ORMDL1 OSGEP PANK1 PDCD1 PDCL3 PFN2 PIAS2 PLCD3 POP5 PPP1CA PPP6C PRDX1 PRDX3 PSEN1 PSMB1 PSMB4 PSMD10 PSMD8 PTRH1 PURG RAB2A RBKS RBM4 RBM8A RETREG1 RIC1 RNF114 RNF149 RPA1 RWDD4 SAC3D1 SAP18 SARM1 SDHB SH2D1A SHQ1 SIN3B SKP1 SLA2 SLC25A14 SLC35B2 SLC66A1 SLFN12L SNAPC2 SNX10 SNX20 STAMBP STARD5 SUPT4H1 TAF7 TDRP TM2D3 TMEM176A TOMM22 TOR3A TOX TOX2 TRAPPC5 TRAT1 TRMT112 TTC16 TUSC2 UFC1 VAMP8 YWHAQ ZFP82 ZWINT GSE19941_IL10_KO_VS_IL10_KO_AND_NFKBP50_KO_LPS_STIM_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19941_IL10_KO_VS_IL10_KO_AND_NFKBP50_KO_LPS_STIM_MACROPHAGE_UP ABHD1 ADAM8 AGA AP1S3 AP2M1 ARC ARPC4 ASTE1 ATG3 ATOX1 ATP5PO ATP6V1C1 B3GALT1 BMP8A BRD8 BRI3BP C19orf53 C1orf35 CALCRL CAPZB CASP3 CAVIN2 CCL5 CD200 CDC73 CDH1 CDH9 CERKL CFAP251 CFAP410 CHRM4 CLPB CNTN3 COMMD2 COX6C COX7A2 CWC15 CXCL12 DALRD3 DCN DPH3 DYNLRB2 DYNLT2B EFHD2 EIF1AX ELL3 EMC2 EMX1 ENTPD7 EPS8L3 ERCC1 ETFB EYA2 FAAH FAM104A FAM117A FAM181B FH FNDC9 FRK FST GABARAPL2 GARIN3 GATA3 GCLM GDF15 GGH GIPC2 GMPR2 GPR75 GRAMD1B GRM4 HAGH HDC HIC1 HK3 HLX HRH4 HSD17B11 HSPE1 HTR5A IDO2 IFITM3 IGF2 IL18 IL18RAP IL1RL2 IL2 IPCEF1 IRAG2 ISCU KCNB1 KRTAP3-3 LDB2 LEF1 LGALS7 LRRC8D LRRTM1 LYG2 LYPD6B MAGT1 MALSU1 MBNL1 MCU MED30 MGAM MIA MICOS10 MINPP1 MLKL MMUT MORN4 MOXD1 MRPL34 MST1 MYCBPAP MYL1 NME5 NQO2 NSUN3 OR52A1 OXSM P2RX6 PAICS PARP14 PAX4 PCMT1 PDCD1 PEDS1 PIGT PLA2G4A PLA2G5 PLCD4 PLEKHJ1 PPP1R1A PROM1 PSMA6 PSMB7 PSME2 PTP4A2 PTRHD1 PUS10 RAC2 RALBP1 RASSF7 RBM14 RSPO2 RTN4IP1 RYBP RYR2 S100A5 SAA4 SAP30BP SERPINC1 SERPINE2 SERPINF1 SETDB2 SHFL SIVA1 SLAMF6 SLC26A10P SLC34A2 SLCO3A1 SMARCA1 SNX9 SPATA46 SRRD SYT12 TAF11 TAP2 TBC1D2 TBX21 TCHHL1 TDRD1 THOP1 TLE5 TMEM102 TMEM216 TMEM229B TMEM54 TMPRSS6 TOMM7 TRAPPC2L TRIAP1 TRIM14 TRIM34 TRIM5 TRIM54 TRMT11 TSFM TSPAN12 TTC12 UGGT2 UMODL1 VAT1L VWA8 ZCCHC17 ZMYM1 ZNF560 ZNF697 GSE19941_IL10_KO_VS_IL10_KO_AND_NFKBP50_KO_UNSTIM_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19941_IL10_KO_VS_IL10_KO_AND_NFKBP50_KO_UNSTIM_MACROPHAGE_DN ABCB10 ABHD14A ABI3 ADM AKTIP AQP9 ARFGAP3 ARHGAP30 ARHGAP45 ASPN ATG4A ATG4C ATXN1L AVL9 B9D1 BCL2L2 BET1L BTBD7 CABP4 CACFD1 CCDC186 CCNB3 CEBPD CNGA1 COCH COL13A1 CPD CPEB4 CRTC3 CTSD CUBN CYB5D2 CYFIP2 CYP11B2 CYRIB DCC DCTN4 DDRGK1 DLEU7 DNAAF4 DNAJC10 DPY19L3 EBF1 ELFN1 EMP1 EOLA1 EPHA2 ERBB4 ERCC5 ERMN ETV6 F2 FAM171A1 FAM241A FBXL16 FBXO6 FERMT3 FOSL2 GAD1 GADD45A GDF11 GEM GJA1 GKAP1 GLI3 GLIS2 GOLGA4 GOLM1 GPR15 GPR65 HLX HOGA1 HOXD10 ICOS ID2 IFFO2 IGSF11 IL20RA IPMK IRAG1 JARID2 KCNG1 KCNMB4 KDM3A KIF1A KLF6 KLF9 KMT2D KPNA7 KRT18 KRT20 KRT26 L1CAM LACTBL1 LAMC2 LAMP2 LAPTM5 LARGE1 LONRF1 LRP1 LRP12 LRP4 MACROH2A1 MADD MAGED1 MAP3K6 MBD3L1 MCTP2 MED13L MFNG MFSD2A MICALL2 MKX MSMB MTSS1 MYOF N4BP1 NBEAL1 NCOA1 NCS1 NGEF NGF NLRP3 NPR1 NXNL2 PACS2 PALS1 PCED1B PGAM1 PI4K2A PIGZ PIK3R1 PIK3R5 PITPNC1 PIWIL2 PLAC8 PLAUR PLD3 PTGFR PTGFRN PTPN3 RAB3GAP2 RAC3 RADIL RALA RAMP1 RECK RGL2 RIN2 RMC1 RNF6 RORA SAA1 SARAF SGK1 SH2B1 SH3PXD2B SKIL SLCO2A1 SMAD4 SMOX SMURF1 SNORD89 ST6GALNAC5 STX12 SWAP70 SYTL4 TBC1D20 TBCEL TBKBP1 TCP11L2 TENT2 TLE2 TMC5 TMEM104 TMEM176B TNFRSF1A TOLLIP TOX2 TSPAN13 TUBB2B TULP3 UFM1 USP22 VPS39 VSIR VWA5B2 WDFY4 WDR24 WDR37 WNT2 WWP1 YPEL5 ZC3H12A ZDHHC18 ZMYND11 ZNF385A ZNF451 ZNF804A ZSCAN12 GSE19941_IL10_KO_VS_IL10_KO_AND_NFKBP50_KO_UNSTIM_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19941_IL10_KO_VS_IL10_KO_AND_NFKBP50_KO_UNSTIM_MACROPHAGE_UP AAR2 ABCC9 ACADL ACOT1 ADIPOQ AJUBA APRT ARID3A ASB16 ATG4A ATP6V0E1 AZIN2 B3GALT2 BRD2 BST2 C12orf56 C14orf119 CA13 CACNA1B CADM2 CASP6 CASR CAV3 CCDC102A CCDC33 CCNL1 CD93 CDC73 CERS4 CGN CHRD CHRNA3 CHRNB3 CLDN15 CLDN8 CLRN1 CRY1 CTNNA3 CXCR3 CYSRT1 DDA1 DDIT3 DDRGK1 DEGS1 DGKH DKK4 DMD DMRTA1 DNAJC22 DNAJC3 DPYSL4 DSC3 DUSP22 EGFL7 EGFL8 EPHA8 ERMN EXPH5 FBXO3 FRMD4B FURIN GAPDHS GARIN5A GAS1 GDF3 GDNF GLIPR2 GLIS3 GNG7 GNPDA2 GPATCH2 GPR35 GPR75 HAPLN2 HCN3 HECW2 HEXIM2 HMOX2 HNF4A HOXC6 HS2ST1 HS3ST3B1 IFT43 IL33 IL4R INSC IQSEC2 IRX3 ITGA10 JSRP1 KATNBL1 KCNJ8 KHDC1L KIAA1614 KRT36 LAPTM4A LDB2 LEPROTL1 LHX8 LPP LRRC36 LRRC56 LRRC8C LYZL6 MAGIX MAP1LC3B MAP3K8 MAX MDGA2 METTL4 MIF4GD MROH9 MYCBPAP MYL1 NAALADL2 NCAN NCDN NCOA1 NEFM NEK4 NEUROD1 NFE2L2 NFIL3 NGF NKX3-2 NME3 NMT2 NOL3 NPR3 NPY2R NRTN NSUN3 NTN4 NYNRIN OMP PCBP1 PCK1 PDPN PDZD4 PEMT PLEKHF2 PNLIPRP2 POU2F3 PPM1J PRKD3 PRODH2 PTPN5 PWWP2B RAB19 RAB35 RAB3A RAC3 RARB RBMXL2 RHBDL2 RHOBTB3 RIT1 RPH3AL RSPH1 S100G SERPINA3 SHISA2 SLC17A9 SLC25A44 SLC37A2 SLC45A3 SLC46A2 SMIM6 SMPX SNHG8 SPIC SRGN ST6GALNAC3 ST7L ST8SIA3 STK40 STMN4 STXBP5L TBC1D10A TBC1D9 TCF15 TGIF2LX TLR8 TMEM102 TMEM130 TOR2A TP53I13 TPRN TRPM4 TSHB UBE2QL1 UBQLN3 UBTD1 UBTFL1 UNC119 USP43 VCAN VGLL4 ZNF217 ZNF469 GSE19941_LPS_VS_LPS_AND_IL10_STIM_IL10_KO_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19941_LPS_VS_LPS_AND_IL10_STIM_IL10_KO_MACROPHAGE_DN ADGRG5 AIM2 AKT3 ALCAM ALDOC APOBEC2 APP AQP3 ARHGAP27 ARHGEF12 ATP1B1 ATP6V1G3 BEND4 CALY CAMSAP2 CAMTA1 CASP4 CBX7 CD72 CD79B CD86 CDK8 CHIC1 CMC1 CNR2 CORO2A CPEB2 CPQ CTLA4 CXCR5 CYP2R1 CYRIA DAPL1 DEFB130A DMRT3 EFL1 EIF4A2 ELL2 EML4 ENTPD4 ENTREP3 EPHA1 EPHA3 EPS8L1 EXOC6 FAAH FAM166B FAM3C FARP1 FCHO2 FGF13 FHL3 FILIP1L FOXA3 FSCN2 GAS5 GPR155 GPR174 GPR183 GPR25 GPRC5C GRAMD4 GUCY1A1 HERC3 HPS3 IFI44 IL15 IL17F IL6R ILDR1 INSIG1 IQCB1 IQSEC1 KLK8 LAD1 LALBA LCLAT1 LDAF1 LILRB4 LITAF LPCAT2 LY6E LY75 LYSMD2 MAN2A2 MAP3K5 MARCHF3 MBOAT1 MGMT MIR15A MIR92B MYADM MYO3B N4BP2L1 NCF1 NEURL3 NNT NT5E ODC1 PBX3 PDK2 PELI1 PGC PGLYRP1 PID1 PKP4 PNLDC1 PPIC PPP4C PRKCH PROS1 PRPF38B PSEN2 PTPN13 RAB4A RAPGEF6 RNF122 RNF123 SELL SEZ6L2 SH3RF3 SIDT2 SLC17A9 SLC1A1 SLC25A5 SLC6A19 SNORA41 SNTB1 ST14 ST6GAL1 STK39 SYTL1 TACC2 TANC2 TCEAL1 TCTA TENT5A TENT5C TMEM171 TNFSF15 TRARG1 TSC22D2 TSHZ3 TTN UBXN11 UNC5A UNC5CL USP31 USP32 UST VGLL1 VPS13A VPS13B WDTC1 WFDC9 WFIKKN2 WLS WNT5B ZC3H12D GSE19941_LPS_VS_LPS_AND_IL10_STIM_IL10_KO_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19941_LPS_VS_LPS_AND_IL10_STIM_IL10_KO_MACROPHAGE_UP ABRAXAS1 ACY1 AHDC1 ANAPC2 ANAPC7 ANLN ANP32A ANXA2 ARHGAP19 ARRDC1 ASF1B ATP1A1 ATP2A3 ATP5IF1 AURKA BAK1 BAZ2B BEX3 BLVRA BMAL1 BSDC1 BUB1B CAT CCDC124 CD160 CD99L2 CDC20 CDC25B CDCA5 CDCA7 CDCA8 CDK1 CDK2 CENPA CEP85 CERK CHTF18 CIT CKAP2L CKAP5 CLIC4 COG6 COLGALT1 CREB1 CTNND1 DEPDC1 DEPDC1B DERA DGKH DHDDS DHRSX DHX35 DNAJC6 DOT1L DPP3 E2F1 E2F8 EDARADD EIF3D EIF3I EIF3L EIF6 ELOF1 ERCC6L ESPL1 FADS2 FBXO42 FBXO5 FIGNL1 FKBP4 GAS2L3 GLCCI1 GPN2 GTF2H4 GTSE1 GYS1 H1-1 H2AC25 H2AC4 H2AX HADH HDAC1 IGF2BP3 IKZF2 IL12RB2 INCENP IQGAP3 ITGB7 ITM2A KCNAB2 KIF11 KIF18B KIF23 KIF2C KNL1 LAMC1 LRRC8A LSM4 MAP2K6 MCM2 MDM1 MED24 MIS18BP1 MKI67 MOSPD3 MPRIP MTFR2 MYO1E NCAPD2 NCBP2 NELFCD NEMP1 NMRAL1 NPRL2 PAN2 PARM1 PCBP1 PDE4D PHACTR4 PIH1D1 PIMREG PLIN2 PLK1 POFUT2 POLA2 POLD1 POLE2 POLH POLR2I PPM1G PPP1R10 PPP5C PREX1 PRKAR2B PSMD13 PSMD14 PTGR1 PWP1 PYCARD QPCTL RAD51B RAPH1 RDM1 RIDA RNF187 RPN2 SEPTIN8 SF3B2 SFN SGO1 SLAMF1 SMARCAL1 SMPDL3B SNX15 SOX4 SPAG5 SSR2 SSRP1 STX2 SUN1 SUSD2 SWAP70 SYCE2 TAF12 TBC1D22A TCF4 TFPI TK1 TMEM39B TPX2 TROAP TSPAN32 TTK UBE2S USP5 VPS72 WDPCP WDR76 XYLT1 ZBTB8A ZC3HC1 ZW10 GSE19941_LPS_VS_LPS_AND_IL10_STIM_IL10_KO_NFKBP50_KO_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19941_LPS_VS_LPS_AND_IL10_STIM_IL10_KO_NFKBP50_KO_MACROPHAGE_DN ABHD16A ACVR1B ACVR2A ADAM8 ADGRG3 AFF1 AHNAK AHR AJUBA AKAP11 ANAPC5 AP5M1 APPL1 AREG ARL5B ARNT2 BHMT2 BMP2K BMPR1A C12orf75 C15orf48 C3orf18 C9orf152 CAPG CASS4 CAST CASTOR1 CCL1 CCR1 CCR2 CCR8 CD209 CD47 CD79B CD99 CDKN1A CISH CLINT1 CNR2 CNTLN COBLL1 CRMP1 CRYBG2 CSF1 CSF2 CTLA4 CXCL3 CXCR6 CYSLTR1 DBP DCTN1 DEFB119 DENND5A DKKL1 DLG2 DNAH7 DSG2 DUSP11 DUSP16 ECM1 EIF4EBP1 ENTPD1 EXOSC9 FAM107B FAM20A FBXO17 FBXO30 FGL2 FILIP1L FN1 FNDC10 FNDC8 FOXP3 GABRA4 GATA1 GNAQ GPLD1 GPM6A GPR137B GRAMD4 GSTM3 HAPLN1 HINT1 HLA-DMA HOMER3 HRH4 IFITM2 IFITM3 IKZF4 IL13 IL17RB IL1RL1 IL2RA IL6 INPP4B IQGAP2 ITGA1 ITGA6 ITGAE JCAD KAT2B KCTD12 KIF3A KLF11 KLHDC2 KLK8 KLRK1 KRT18 L1CAM LBR LGALS1 LGALS3 LRRC49 LTB4R MAP6 MARCHF7 MATK MCCC1 MGAT4B MIPOL1 MMP9 MYADM N4BP1 NAGA NCK2 NDRG1 NEB NFKB1 NIBAN2 NOTCH2 NSD3 OIT3 PAG1 PAQR3 PCMT1 PDGFD PDPK1 PHETA2 PIGO PIM1 PLA2G6 PLAC8 PLEC PLEKHG5 PLP2 PON3 PPARG PPM1L PRNP PROS1 PRXL2A PTGER4 PTGIR PTPN3 PTPRK RAPGEF6 RHOC RNASE4 RNF128 ROM1 RPL14 RPL17 RPS15A RPS23 RPS6KA5 RRAGD RXRA SEPTIN8 SERINC3 SFT2D2 SH3BGRL SH3BP5 SHE SKIL SLAMF1 SLC22A5 SLC29A1 SLC30A2 SLC38A2 SLC44A2 SOCS2 STC2 STX1A STYX SV2C SWAP70 TAFA3 TBC1D32 TGFBR1 TMEM205 TMEM273 TMEM64 TNFRSF18 TPT1 TRAF6 TRPM4 TSPAN4 TUBE1 XBP1 GSE19941_LPS_VS_LPS_AND_IL10_STIM_IL10_KO_NFKBP50_KO_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19941_LPS_VS_LPS_AND_IL10_STIM_IL10_KO_NFKBP50_KO_MACROPHAGE_UP ABI3 ACSBG1 ADAM15 ADGRL2 AHRR ALG2 ALPG AMZ1 AP5M1 APBA1 ARHGAP18 ARHGAP28 ATP13A5 ATRAID B3GNT8 B4GALT1 B4GALT3 BAP1 BPNT1 BTG1 C3orf70 CAMSAP2 CAPG CAPN2 CD38 CD8A CDK6 CFAP90 CLASP2 CMTM3 CP CPOX CRTC3 CTSF CTSW CUTC CXCL11 CYP1B1 DAND5 DDI2 DDX5 DNAJB14 DNTT DUSP22 EBF4 EHMT1 EIF2AK4 EMX2 ENDOD1 EPB41L1 EPB41L2 ERBB2 ERBIN ETS1 EXOC7 FADS1 FAM184B FAM209A FAM20A FANCI FARP2 FBXL21P FBXO44 FLNA FNDC3A FOXK1 FRY FURIN FUT8 FYCO1 GAB2 GABARAPL1 GAMT GASK1B GBA2 GDF3 GIPR GJA5 GLB1 GLCE GOLM1 GPR146 GPR45 GPSM2 HBP1 HTR1F HTT IL4R IL6ST IL9 INHA IPO5 IPO7 IRF8 IRS2 ITGB4 ITGB7 IYD KCNA6 KCTD6 KYNU L3HYPDH LCE3B LPAR6 LRRC8C MACIR MAEL MAF MATR3 MED14 MOB3B MSMB MYO16 MYO5A MYOF N4BP1 NCMAP NGRN NPR3 NR1D2 NRIP3 NXNL2 OSBPL1A P2RY10 PANK1 PDE3B PDE4DIP PDPN PIGL PIK3CG POGZ PPP1R16B PRNP PROS1 PRR12 PRSS27 PTK2 RAB18 RAB3IL1 RAD52 RBM39 RBPJ RELL1 RGMB RIN2 RNASE4 RNF130 RNF149 RNF39 RPL9 RPN2 RSPO3 RSRP1 S1PR3 SALL4 SCN3B SDC4 SELPLG SEMA3D SEPTIN10 SEPTIN6 SERAC1 SFMBT2 SH2D4B SIAE SLC5A9 SMAD1 SMAD4 SMURF1 SPATA1 ST6GALNAC1 STIM2 STK17B STON1 STXBP5 TCF4 TGFBR1 TMEFF1 TMEM17 TMEM176A TMEM176B TMEM207 TNK2 TOX2 TRAPPC10 TRHDE TRMT1 TSSK1B VANGL2 ZBTB2 ZBTB8B ZFP90 ZKSCAN3 ZNF287 ZNF318 ZNF467 ZNF687 ZNF692 GSE19941_UNSTIM_VS_LPS_AND_IL10_STIM_IL10_KO_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19941_UNSTIM_VS_LPS_AND_IL10_STIM_IL10_KO_MACROPHAGE_DN ABHD1 ABRACL AFMID AKAIN1 ANKRD27 APIP ARHGAP23 ARSB ASPSCR1 ATAD5 ATP2B1 BEX4 BLVRA BUB1B C1orf112 C21orf91 C2CD5 C2orf69 CALCRL CARMIL2 CBR4 CBX5 CCDC14 CCDC28B CCDC51 CCDC61 CCDC62 CCDC77 CCL4 CD1D CD48 CD9 CD96 CDCA5 CDCA8 CDKN1C CDKN2AIPNL CENPJ CENPM CERKL CHTOP CKAP2 CKS1B CMTM7 COG3 COTL1 CSK DCK DCP2 DHDDS DIAPH3 DZIP3 E2F7 E2F8 ELL3 EMC2 EME1 EML3 EPDR1 EPHB6 ERH FAF1 FANCF FANCG FBLN1 FIGNL1 FILIP1L FOXM1 FXN GALNTL5 GBP7 GEN1 GINS4 GLIPR1 HEBP2 HEXIM2 IFIH1 ILK IRAG2 ITM2A ITPR1 KCNT2 KIAA0040 KIF18A KIF20B KLF4 KLK11 LITAF LPAR3 LRP11 LRRC40 LSM2 MBTPS1 MCM7 MCOLN3 MCU MEAF6 MRNIP MRPL2 MRPL39 MRPL47 MRPL50 MSH2 MTR MUTYH NCOA7 NFE2 NOL7 NSUN4 OR10AD1 ORC6 OSTC PALB2 PASK PDE7A PDHB PDZK1IP1 PIGR PIP4K2A PIP5K1B PLK1 PLXND1 PMF1 POLD1 POLE POLE2 PPA2 PPIC PPIH PPP1R26 PRDM8 PRIM1 PRKAG2 PRKCA PSMB4 PSMD9 PSME1 PTPA PTX4 RACGAP1 RAD54L RFC1 RFC4 RFC5 RHBDD3 RIN3 RNF26 RPA2 SERPINB9 SERPINE2 SF3A3 SFTPA1 SIK1 SIX5 SKA2 SLAMF6 SLC25A51 SLC5A3 SLF2 SMC2 SOWAHC SPAG5 SPECC1L SRSF9 SSBP3 STK39 SUCO TANK TBC1D31 TDP1 TGM6 THOC7 THTPA TICRR TIPIN TMCC1 TMEM109 TMEM18 TNFSF10 TPGS2 TRAF5 TRIAP1 TRIM34 TRMT44 TROAP TTC23L TTK TUBGCP2 UTP11 VMA21 VRK1 VSIG10 WDR90 XIAP XRCC2 ZDHHC15 ZFYVE19 ZNF157 ZNF619 GSE19941_UNSTIM_VS_LPS_AND_IL10_STIM_IL10_KO_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19941_UNSTIM_VS_LPS_AND_IL10_STIM_IL10_KO_MACROPHAGE_UP ABAT ABCC9 ABO ACSBG2 AGPAT5 ALDH1L1 ALOX12 AMZ1 ANAPC16 ARID5B ASB4 B3GNT8 B4GALNT4 BICD2 BICDL1 C19orf12 C1QC C2orf50 CACNB3 CAVIN2 CBY2 CCDC40 CCDC88C CCER1 CD79A CD86 CDKL2 CHID1 CHMP1B CHST8 CNGA1 CNTN3 COL11A2 COL16A1 COX18 CYP11B2 CYSLTR2 DCN DDRGK1 DNAJB4 DNAJC16 DOK1 DRD1 DYRK3 DZANK1 EBF1 EDNRB ERN1 ERP27 ETNK1 ETV1 FAAP20 FAM135B FAM177A1 FAM220A FAM221B FERMT3 FGF23 FGF3 FN3K FOSL2 FRK FRMD4B GABARAPL1 GALNT2 GEM GIPR GLIS3 GNPDA2 GPR132 GPR137 GREM1 GSDME GSTA5 HOXA11-AS HPN ICAM1 IDO2 IL12RB2 IL18RAP IL1R2 INHBA IRF1 ITGB1BP1 JUN JUNB KCNC1 KCNIP4 KLF6 KLHL6 KLRK1 KRTAP3-3 LETM2 LONRF1 LRP4 LTB4R LY9 MALAT1 MAP3K6 MCTP2 MDFIC MEIKIN MIR22HG MN1 MOB3A MPP4 MPPED2 MPST MYL9 MYO10 MYO15A NAPA NAPB NAT9 NAV3 NCOA1 NECAP2 NF2 NFAT5 NGF NPR1 OSBPL10 PACS2 PAMR1 PANX1 PAQR9 PCED1B PDGFRB PLAC8 PLCG2 PLEKHF1 PMP22 PPFIA4 PTGR3 PTPN14 PTPRA PTPRK RAD52 RDH14 RIT1 RRM2B SAA1 SATB1 SCAMP3 SCOC SELP SGCE SH3PXD2B SHISA2 SIRT6 SKAP2 SLAMF1 SLC18A1 SLC39A2 SLCO2A1 SLIT2 SMAD3 SMAP2 SMTNL1 SMURF1 SNAPC1 SNX20 SP110 SPATS2 SPIC SSH2 STMN4 STX7 TAX1BP1 TBC1D12 TBXT TDRD1 TLL1 TLR8 TMEM104 TMEM151B TMPRSS5 TNFRSF1A TNFRSF25 TOR1A TRIM54 TSPAN4 UBA1 UFM1 UPP1 UXS1 VAX1 VEPH1 VSIR VWA8 WDFY4 YPEL5 ZC3H12A ZC3H12D ZC3HAV1 ZFP90 ZNF394 ZNF768 ZSWIM9 GSE19941_UNSTIM_VS_LPS_AND_IL10_STIM_IL10_KO_NFKBP50_KO_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19941_UNSTIM_VS_LPS_AND_IL10_STIM_IL10_KO_NFKBP50_KO_MACROPHAGE_DN AAAS ABRACL ACSL6 ACTN4 ADAP1 ADK AGA AGFG1 ALCAM ALYREF ANXA6 ANXA8 AP1S3 APOC3 APOC4 ARC ARHGEF6 ARL10 ATG3 ATOH8 BRCA1 BVES C12orf57 C9 CALHM6 CAPN3 CASP3 CAVIN2 CCL5 CD274 CD40LG CDC45 CDK1 CDK4 CENPN CENPQ CENPW CHADL CHML CHRM4 CORO2A CRADD CSGALNACT1 CSN2 CYB5RL DBF4 DCAF7 DCAKD DPP4 DROSHA DUSP10 DUSP9 DYNLL1 ELL3 ERH ERLIN1 ERO1B EZR FAAH FAH FAM83G FFAR2 FKBP3 FST FYB1 GALNTL5 GARIN3 GATA3 GATB GIP GLIPR1 GMNN GNA15 GRAMD1B GZMB H1-10 H2AX HERC1 HERC6 HSD17B11 HSD3B2 IDO2 IFI27L2 IFITM2 IFITM3 IFNA1 IL13 IL2 IL33 INPP4B IPCEF1 IPP IRAG2 ITGB3 JADE2 KCNA3 KIAA0753 KNL1 KRT31 L3MBTL3 LRRC52 LRRN2 MAD2L1 MCEMP1 MCMBP MELK METTL16 MFSD13A MINPP1 MLKL MORN4 MSH2 MTM1 MTMR3 MYPN MZB1 NAA20 NANOG NDE1 NFIX NINJ2 NRL NUDT6 NUP210 NUP37 OAS3 OAZ1 OCSTAMP ORMDL1 OSBPL8 PARP12 PBDC1 PDE7A PDE8B PELI1 PGLYRP1 PHTF1 PKIG PLEKHH1 PPA2 PPEF2 PPP1R1A PPP4C PRADC1 PROM1 PSME1 PTGER4 PTP4A2 PTX4 RAD21 RAD23A RBM14 RERE RNASEL RPL11 RRM1 RTEL1 RTTN S100A4 SAMD10 SAMD9L SERINC2 SERPINE2 SFTPD SGSM2 SH2D3C SH3D21 SH3TC1 SHFL SIVA1 SIX5 SLAMF6 SLC25A53 SLC26A10P SLC7A9 SMARCA1 SMPD4 SNX9 SREK1IP1 ST8SIA6 STEAP4 STRAP SUV39H2 TAC1 TAP2 TDRD1 TFPI2 TM4SF20 TRIAP1 TRIM14 TRIM47 TTC30B TTC32 TTC39A TTI1 UBE2I UGGT2 XPO1 ZMYND11 GSE19941_UNSTIM_VS_LPS_AND_IL10_STIM_IL10_KO_NFKBP50_KO_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19941_UNSTIM_VS_LPS_AND_IL10_STIM_IL10_KO_NFKBP50_KO_MACROPHAGE_UP ACAD10 ACTN1 ACTN2 ACTR6 ADAM19 ADGRG1 ADK AIFM3 AIG1 AIM2 ALX4 AMER3 ANKK1 ANKRD55 APOBEC1 ARMC7 ART3 ATP6V1B1 BCAP29 BICDL1 BTBD16 C2orf69 C6orf118 CASP9 CCDC65 CCR7 CD27 CD80 CDCP2 CDKN1B CDYL2 CEACAM16 CLEC3B CORO2B CRIM1 CXCR3 CXCR5 DNAJB13 DNAJB5 DNAJC4 DPP10 DTNB DUS4L EGLN3 EGR2 EID2 EMILIN1 EML5 ENGASE EXOC3L1 FAM181A FAS FBLN7 FBXO6 FGD5 FGF11 FOXH1 FRAT1 FRAT2 FTH1 GALNT11 GCOM1 GLRA1 GMFG GNL2 GPR183 GPRIN3 GPX3 GSG1L HAP1 HCN4 HECTD2 HELT HEXA HLA-A HNF1A IFNAR2 IGFBP7 INPP4B IQCC ITGA7 KCNMB4 KLHL24 KRT31 LGI4 LHFPL1 MAP4K5 MARCHF7 MCOLN2 MGAT5B MIR129-1 MRC2 MTLN MXRA8 NCOA1 NISCH NPTX2 NSG2 NTNG1 NTSR1 OBSL1 OPLAH PACSIN1 PAIP2 PAWR PCDH12 PDCD1 PDGFB PDLIM4 PHF21A PHLDB3 PLCB2 PLEKHA6 PMEPA1 PMM2 PNRC2 PPP2R2A PRAM1 PRKCB PROCA1 PRRT3 PRTN3 PRXL2A PSEN2 PTOV1 PTPN2 QPRT RGS9BP RHOH RNF167 RPL11 RPL23 RPL37A RPS27 RREB1 RSAD2 RUNDC3A S100A7A S1PR1 SCRN2 SDCBP2 SDK1 SETD7 SEZ6L SH3D21 SHANK1 SHPK SLC16A5 SLC25A29 SLC43A1 SLC6A19 SMYD1 SNORA20 SNORA28 SNX9 SPAG4 SPON2 SSTR1 STOML1 SURF2 TANC2 TENT5B TENT5C TNP1 TOMM20 TOX TRMO UQCC1 USP45 USP8 VEGFA VIPR1 WFS1 ZRSR2P1 GSE19941_UNSTIM_VS_LPS_STIM_IL10_KO_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19941_UNSTIM_VS_LPS_STIM_IL10_KO_MACROPHAGE_DN ADGRE1 AFF3 AFMID AK2 ANKDD1B ANKRD29 ANKRD44 ANKRD6 ANTXR2 ANXA1 APLP2 APOBEC1 ARHGAP19 ARID2 ARRDC3 ATP2B1 B4GALT4 BCAS2 BCL9 BEX1 BTD BTK C2orf69 CACNA1E CALHM6 CAVIN3 CCDC14 CCDC34 CCR8 CD1D CD83 CD84 CDC25B CDH1 CELF2 CEP192 CEP70 CEP89 CETN2 CFAP20 CFAP20DC CHAC2 CHEK2 CHTOP CKAP5 CNIH3 COG5 CPA6 CPSF6 CSK CST3 DCP2 DEF8 DHX34 DIAPH2 DOK2 DPYSL2 DUSP10 DUSP4 DUSP5 EHHADH EMC2 EMSY ENTPD5 EPDR1 EVI2A EVL EWSR1 EXOSC3 F8 FABP7 FAM20B FBLN1 FGD6 FGF13 FGF21 GABPA GBX1 GCAT GEMIN2 GPC6 GPR174 GPR34 GTPBP1 HAUS8 HEXIM2 HJURP HNRNPUL2 HS3ST1 IFI44L IFIT2 IFT172 IL10RB IL17RB INTS6L ITGB3 IVD KATNB1 KCNMB2 KLF4 KLHL33 KRBA1 KYNU LRRC40 LRRCC1 LSP1 MDH1 MEIOB MMP12 MORC3 MRPL39 MST1R N4BP2L2 NCF2 NCOA2 NCOA7 NEO1 NKAP NME7 NSUN4 NUDT16L1 OGDH OSGEP OTUB2 PAQR4 PARP1 PDE1A PDE8A PDHB PDLIM2 PENK PEX19 PHC1 PIAS1 PIP5K1B PMEL PNPLA3 PRDM2 PRKAG2 PRKAR2B PSMA5 PSMB4 PSMB6 PSMB7 RASA1 RASAL1 RPRD1A S100A8 S100PBP SERPINC1 SESN1 SFMBT1 SFMBT2 SH2D3C SH3BGRL SHLD1 SIAE SIK1 SIN3A SIX5 SIX6 SLC25A40 SLC25A45 SLC25A51 SLC25A53 SLC4A7 SMARCA4 SMARCC2 SMC4 SNRPA SNX3 ST8SIA6 STK39 STT3B SVIL TANC2 TANK TBC1D30 TEAD1 TFCP2 TMC4 TMCC1 TMEM239 TNFAIP8L1 TRAF5 TRIM44 TRIM59 TRMT44 TROAP UBR7 URGCP USP47 VRK2 VSIG2 WLS XIAP ZFAND4 ZKSCAN8P1 ZNF569 ZNF619 GSE19941_UNSTIM_VS_LPS_STIM_IL10_KO_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19941_UNSTIM_VS_LPS_STIM_IL10_KO_MACROPHAGE_UP ABI3 ACADL ACBD5 ACLY ADAM9 ADGRB2 AFF1 AGO4 AKAP6 ALDH1A1 AMZ1 ATP4B AVL9 BET1L BMERB1 BPIFB1 C19orf12 C1QC C9 CA13 CADM4 CCDC71L CCDC87 CCNG1 CD14 CD28 CD80 CDC34 CDH10 CEBPD CHD7 CIAO2A CLEC12B CNTN3 COX18 CRIP2 CSTA CTSD CUBN CYSLTR2 DERL1 DSCAM EBF1 ECM2 EID3 EIF5A2 ENTREP2 ETV6 FABP1 FAM177A1 FAM234B FFAR2 FN3K FOSL2 FRMD4B FTCD GADD45A GATA5 GCNT3 GEM GFPT2 GIP GIPR GNB1L GNPDA2 GPR132 GPR65 GRIK4 HERC1 HLA-G HOXA11-AS HOXB7 HSD3B2 IDO2 IFT57 IGF1 IGFBP3 IL12RB2 IL1R2 IL27RA KDSR KLRD1 KLRK1 KMT2D KRTAP13-2 L1CAM LAMP2 LAPTM5 LIF LINC00612 LNPEP LRIT1 LRP1 LRP12 LRP3 LRRC52 LY6D MACROH2A1 MAGEB4 MAN2B2 MARCHF10 MARCHF7 MASP2 MCTP2 MDFIC MDM2 MED13L MFNG MFSD2A MMRN2 MOB3A MORN3 MT2A MUSK MYL9 MYLK2 NCOA1 NPDC1 NYAP1 OXNAD1 PACS2 PAK6 PARP3 PCDHAC1 PGAM1 PGS1 PIGK PLAC8 PM20D1 PNMA8A PPP1R13B PRPH PRSS8 PTPRA PWWP2B RAD52 REPIN1 RGS19 RHOV RIMS3 RIT1 RPL3L RRM2B S100A4 S1PR3 SATB1 SEMA3B SERPINB1 SERPINF1 SESN3 SLC18A1 SLC22A9 SMAD3 SMOC2 SMURF1 SNORD89 SNX20 SORCS3-AS1 SPDYA STAC2 STK25 SWAP70 TAX1BP1 TBC1D12 TBC1D20 TBCEL TCTA TECRL TEKT3 TFPI2 THNSL1 TIMP1 TIRAP TMEM151B TMEM30A TNFRSF1A TRO TRPC4AP TSHZ2 TSPAN4 TSPY1 TTC39A TULP3 UBA1 UCHL1 VEGFD VEPH1 WBP2 WDFY4 WNT2 ZBTB20 ZC3H12A ZC3H12D ZDHHC18 ZMAT3 ZMYND11 ZNF385A ZNF750 ZP2 GSE19941_UNSTIM_VS_LPS_STIM_IL10_KO_NFKBP50_KO_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19941_UNSTIM_VS_LPS_STIM_IL10_KO_NFKBP50_KO_MACROPHAGE_DN AACS ABCB8 ABCG8 ACAT2 ADAM33 ADAR AKAP11 AKAP6 ALDH1B1 ALDH3A1 ANKRD29 ANKRD45 AQR ARHGEF3 ARMCX1 ASB15 ASTN2 ATG10 ATP2A1 AZIN1 B4GALNT1 BACE1 BCAN BCAS2 BPIFA1 C14orf180 C1orf56 C1orf74 C4B C9orf152 CALHM4 CARM1 CBX7 CCDC65 CDK6 CEMIP CEND1 CEP192 CFAP20DC CFH CHML CLCN7 CLEC7A COG5 COMMD10 COX17 CROCC CSAD CTC1 CXCL11 CYGB CYP2E1 CYP7B1 DCAF1 DCC DDX1 DHCR7 DLL1 DPP9 DROSHA DUSP9 EIF2AK4 ENTPD3 ERBB2 EYA4 EZR FAM184B GATA3 GLB1 GNL3L GPRC5B GSAP GYS2 H1-7 H19 HABP2 HBP1 HDAC6 HJURP HLCS HNF1A HSD11B2 HTRA1 HYCC1 IKZF2 IL9R IP6K3 IPO5 IQGAP2 KALRN KANK4 KBTBD12 KHSRP KRT73 LANCL2 LCA5 LCP2 LPIN2 MAGEF1 MAP2 MARCHF10 MAST2 MEIS1 METAP2 MOGAT2 MSH3 MTCP1 MTMR3 MYLK2 N4BP2L2 NANOG NCOA7 NEUROG2 NF2 NIPSNAP3A NR0B2 NRG4 NRP1 NTRK3 NUDT17 OGDH OR10AD1 OR51E1 OSBPL5 P2RY10 PABIR2 PABPN1L PCDHB15 PDE8B PELI2 PGAP6 PHLDA2 PKHD1 PLEKHH1 PMEL PNPLA3 POLR3B PPP1R10 PPP3R2 PROS1 PTCH1 PTGER4 PTPN20 RBIS REN RIMS3 RPL11 RPL26 RPL35 RPS16 SAV1 SCP2D1 SESTD1 SH3TC1 SIAE SLC16A2 SLC18A1 SLC23A1 SLC43A2 SLC9A3 SLCO1A2 SMOC2 SNX5 SRPX ST14 STARD4 STK32A SULT2B1 SYN3 SYT6 TAX1BP1 TCF3 TIAM1 TM4SF20 TMC2 TMC4 TMCO1 TMEM230 TMEM239 TPR TRHDE TRIM2 TRIM59 TRIM68 TRIM69 TRPC7 TTC39A UBE2U UGP2 UQCRB VBP1 VIPR2 VNN2 VPS16 ZBTB20 ZFP2 ZKSCAN8P1 ZNF467 ZSCAN29 GSE19941_UNSTIM_VS_LPS_STIM_IL10_KO_NFKBP50_KO_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE19941_UNSTIM_VS_LPS_STIM_IL10_KO_NFKBP50_KO_MACROPHAGE_UP ABHD12 ACY3 ADAMTS6 ADCY7 ADGRE1 AKAIN1 AKAP5 ANAPC15 ANKRD39 ANKRD6 ANP32E AP4M1 APEH APIP APOBEC1 ARHGEF16 ARL13A ASPM B4GALT4 BCAS2 BEX1 BLM BLVRA BUB1 BUB1B C8orf33 CA2 CBX5 CCDC51 CCDC77 CCNB2 CCR8 CD1D CD38 CD83 CD96 CD99L2 CDC25B CDC42SE1 CDC42SE2 CDCA2 CDK1 CDKN2C CELF2 CENPB CENPF CENPH CENPJ CENPM CENPN CEPT1 CIB2 CIT CKAP2L CLDN8 CMTM7 COTL1 CSNK1D CST3 CTDSP2 CYC1 DEAF1 DEPDC1B DOK2 DPF2 DPYSL2 DUSP28 DUSP4 DUSP5 E2F7 EFHD2 EHHADH EML3 EVI2A EVL EZH2 FADS1 FAM110A FAM20B FGD6 FOXM1 GATA3 GBX1 GEMIN2 GINS1 GINS4 GPR34 GRK4 HEBP2 HEXIM2 HSH2D IFT80 ILK INCENP ITM2A IVD KIF11 KRBA1 KYNU L3HYPDH LPAR3 LPIN2 LRP2BP LRRC8C LRRCC1 LSM2 LSP1 MAD2L1 MDM1 MGAT5B MKRN3 MRNIP MTUS2 MTX1 NCAPH NEFM NMT2 NOL7 NRN1 NRP1 NUFIP2 OSGEP PARPBP PCLAF PCSK1 PCYT2 PEX19 PHIP PIAS1 PIGR PIP5K1B PITPNB PPA2 PPIH PPP1R7 PRADC1 PRDM2 PTCH1 PTER PTPA RACGAP1 RAD54L RAP1A RASA1 RBP7 RFC1 RIN3 RTF1 SESN1 SH2D3C SHLD1 SIAE SKA2 SLC25A51 SLC35B4 SLC35F1 SLC4A7 SLC5A3 SLF2 SNRNP35 SPC24 ST18 ST8SIA6 STIL SUCO SUPT16H TBC1D30 TBL1XR1 TDP1 TEPP TERF2 TFB1M TICRR TMC4 TMCC1 TOP2A TP53BP1 TPGS2 TRAPPC12 TREML4 TTK TTL TTYH3 TYMS URGCP USP47 UTP11 XDH XRCC1 ZAN ZDHHC15 ZFP42 ZFTA ZKSCAN8P1 ZNF217 ZNF362 ZNF606 ZNHIT3 ZXDC GSE20151_CTRL_VS_FUSOBACT_NUCLEATUM_NEUTROPHIL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20151_CTRL_VS_FUSOBACT_NUCLEATUM_NEUTROPHIL_DN ADNP2 AGO2 AGPAT1 AKAP17A ANAPC13 ANO10 ANP32B ANXA5 AP5Z1 APH1A ARHGEF11 ARHGEF40 ATF3 ATP5MJ BAZ2B BPESC1 BPTF CA4 CALCOCO1 CAMLG CASP7 CCND3 CD302 CD52 CD59 CDS2 CEP68 CHUK CLDN6 CLDN8 CNN2 COMMD8 CORO1A CORO7 CPEB3 CRY1 CYC1 DDIT3 DDX46 DDX54 DEF8 DESI2 DHRS9 DHX29 DHX40 DNAJB14 DOCK10 DPP6 EMD FAAP24 FAM13B FLI1 GABPB1-IT1 GABRB1 GALNT1 GLA GLRX3 GNPAT GRIK2 GUK1 H1-0 HAX1 HIGD1A HNRNPA0 HSD17B7 HSPA13 HSPBAP1 HSPE1 IDH3G IFIT5 IFNA14 IKZF5 IL18RAP IL1R2 INTS6 INTS8 IPPK ITGA2 ITPKB JMJD1C KCNA4 KDM3B KHDC1L KLF11 KTN1 LARS1 LILRA3 LRFN4 MARCHF3 MARF1 MBD2 MDH1 MDM4 MED6 MGAM MGST2 MRPL33 MTF2 MYL3 MYOC MYOT NANS NDUFA4 NFATC1 NFE2 NIBAN1 NOTCH1 NPY1R NQO2 NSUN5 NUP133 ODR4 ORMDL2 OSGIN2 P2RY14 PARP8 PEF1 PHF3 PIGG PKN2 PLP2 POLR2G POMP PPP1CA PRC1 PRMT2 PSENEN PSMA2 PSMB2 PSMD12 PSME4 PTEN RAB2A RAB32 RASL12 RBBP7 RCOR1 REPIN1 RGL2 RLF RNF4 RPL24 RPL6 RSBN1 RTL8C S100A12 SAA4 SAP18 SATB1 SCAMP1 SDC4 SEL1L SENP6 SEPTIN11 SFN SH3BGRL SHFL SLC25A24 SLC2A9 SLC30A1 SLC35A1 SMARCD2 SOS2 SS18L1 ST13 STAG1 STMN1 SUMO1 SYNJ1 TCFL5 TDG THUMPD1 TIA1 TLR5 TMEM268 TNFRSF10C TNS1 TXNL4A UBE2K UBE4A UCHL5 UQCRC2 USP15 USP22 USP32P2 USP4 VDAC3 VIPR1 VPS11 VPS54 WDR45B WDR47 WNT5A YIPF1 YIPF4 YTHDC2 ZCCHC8 ZFP36L1 ZNF140 GSE20151_CTRL_VS_FUSOBACT_NUCLEATUM_NEUTROPHIL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20151_CTRL_VS_FUSOBACT_NUCLEATUM_NEUTROPHIL_UP ADAR ADRA2C AGT AKR1A1 ALCAM AP2B1 APEX2 APOL3 ARAP1 ASH1L ATG13 ATP1A1 BAZ1A BCAT2 BIN3 BTNL8 C11orf16 C19orf73 CADM1 CALML5 CAMK4 CAMKK2 CCDC40 CCDC57 CCDC88A CCR3 CCSER2 CDC25A CFAP410 CKM CNTNAP1 COL10A1 COL9A1 CPLANE1 CPZ CUL7 DARS2 DENND1C DGKI DLEC1 DNAH17 DSC3 ECE1 ENSG00000289047 ENTPD1-AS1 EPHX1 EPM2A ESRRA ETNPPL FAM120C FAM86B1 FBXO41 FCER2 FGF17 FGR FHOD1 FRMPD1 FRS2 GCH1 GINS3 GIPR GJA9 GPR22 GPR39 GRB7 GSTA3 GSTZ1 HBP1 HDGF HGFAC HMGCL HS3ST2 IFIH1 IFIT3 IGFALS IL1RAPL2 INSM1 IRF7 KCNA3 KHDRBS3 KLHL4 KLK11 KPNA6 KRT23 LDB3 LILRB1 LOX LOXL2 LUZP2 LY6E MAGI1 MANF MAP3K11 MAP3K9 MAP7 MBD1 MBD3 MCUR1 MDC1 MGMT MID1IP1 MKRN7P MLST8 MOCS3 MOXD1 MRPL34 MSX2 MYH15 MYL11 MYO7A NCAM1 NMI NPBWR2 NPHS1 OR3A2 P4HTM PALLD PAQR4 PARN PBK PCBD1 PDK2 PEX5L PHF1 PHKG1 PI15 PLK1 PRR5L PSORS1C1 PSORS1C2 PTCD2 PTPN14 PWAR5 RABGEF1 RHBDF2 RRAS RRP7A RUBCNL SASH3 SERPINB13 SERPINC1 SETD5 SEZ6L SFSWAP SLC15A3 SLC22A1 SLC28A2 SLC39A4 SLC43A3 SLC6A4 SLC6A8 SMAD3 SMCP SMIM14 SPATA1 SPDEF SPINK4 SPRY2 SQOR SRF SSBP3 SST STAT1 SURF2 SZT2 TACR3 TBC1D2B TCL6 TFAP2B TNP2 TRAF1 TRAF4 TRIO TRPM8 TSNAXIP1 TSPAN14 TSSC4 TTI2 TUBG2 TUSC2 TXN2 UCHL3 UCN UPK1A USE1 UTP20 VASH1 VIL1 WNT1 ZC3H12A ZDHHC18 ZFHX3 ZMYM6 ZNF202 ZNF335 ZNF749 ZNHIT2 ZYX GSE20152_HTNFA_OVERXPRESS_ANKLE_VS_CTRL_SPHK1_KO_ANKLE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20152_HTNFA_OVERXPRESS_ANKLE_VS_CTRL_SPHK1_KO_ANKLE_DN ABCB7 ABHD8 ADGRG3 ADRA1B AEN ALDH5A1 ALDOC ANP32C ARHGAP11A ASPA ASRGL1 ATP5PD ATP6V1A BCAN BCAS3 BICDL1 BRIP1 BTBD7 C11orf71 C9orf78 CA2 CAMKV CBLN1 CBX5 CCDC121 CCNK CCT6A CD2BP2 CDH8 CDKN2C CEACAM3 CELA3B CFAP70 CFB CHRNG CLEC4M CLPX CPA4 CX3CR1 CYLC2 CYP1A1 DCHS1 DENND2D DGKG DLC1 DLGAP2 DOP1A EIF2S3 EPM2A ERMAP EXTL3 F5 FAM117A FCER2 FKBP6 FOCAD GALK2 GDAP2 GJA4 GLOD4 GLRB GLT8D1 GNB5 GOLM1 GPI GPN2 GPNMB GPX4 GRAMD1B GRIN1 GSTZ1 GTF3C2 GTPBP10 GUCY2F H2BC4 HES2 HHLA1 HHLA2 HLA-F-AS1 HMGCL HS6ST1 HSD17B6 HTR2A IDH3A IMPDH1 KIF17 KIT KLRC3 LAMTOR5 LAPTM4A LEMD3 LEPROTL1 LHB LIN28A LIN37 LINC00339 LMCD1 LTC4S LYPD1 MAGEA5P ME3 MED6 MEFV MEIS2 METTL7A MFF MGST2 MKRN1 MLLT3 MLXIPL MRPS30 MSX1 MTPAP MYBPC1 MYNN MYOZ2 NBR1 NR1D2 NRL NUDT6 OR2B6 OSBPL11 P3H1 PCMTD2 PDE6D PDIA5 PHF3 PID1 PIM2 POGLUT2 POU4F3 PRDX1 PRKCSH PRL PRPH2 PRR4 PSMC3 PTPRJ RAD51B RBP3 RGR RMND5B RNASE2 RNF146 RPL36AL RRAGD RTF1 S1PR1 SAFB SAP30 SCN10A SERHL2 SERPINI1 SH2B1 SKP1 SLC17A1 SLC30A6 SLC34A1 SLC48A1 SLIT3 SOX21 SPATA6L SPN SRPX SS18L1 SSX5 STMN2 TCF20 TCF4 TK1 TKFC TLR4 TLX2 TM7SF3 TMED1 TMEM187 TMEM94 TNFSF15 TRAK2 TRPC2 TRPM8 TSN TUBA3D TUBGCP5 USP21 UTP14C VAMP2 VIPR2 VPREB1 VWA7 VWF WDHD1 YY1AP1 ZNF280D ZNF330 ZNF510 ZNF84 ZPR1P1 GSE20152_HTNFA_OVERXPRESS_ANKLE_VS_CTRL_SPHK1_KO_ANKLE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20152_HTNFA_OVERXPRESS_ANKLE_VS_CTRL_SPHK1_KO_ANKLE_UP ACTN2 ACVR1B AGPAT5 AKAP8 AMBP AMD1 AMMECR1 ANK1 APOBR ARF4 ARF6 ARHGAP33 ARIH1 ARSF ASCC1 ATP2A2 AZI2 B4GALT1 BARX1 BIN3 BTG3 BZW1 CAMK2A CAPN5 CBX4 CDKL2 CDV3 CHPF2 CHRNB2 CLIC1 CLMN CNIH4 COPB1 COPZ2 CRABP2 CSF1R CSF2 CST8 CTRC DAPK2 DAPP1 DCP1A DST EDRF1 EGLN3 EIF2B2 ELP5 ETV7 FAM3C FARP1 FASTKD2 FBXO28 FCGR2C FER1L4 FGF7 FNDC8 FXYD1 GAK GATA2 GFPT1 GJB5 GLS GNL2 GP5 GP9 GPRC5A GRAMD2B HBB HGS HMGA1 HS2ST1 HSPA6 IFNA21 ITCH KCND1 KCND3 KCNN4 KCNQ3 KCTD15 KDM5C KHDC1L KLC1 KLF3 KLRD1 LAMA5 LAT2 LMCD1 LPIN1 LRRFIP2 LXN LYPLA2P1 MAGEA12 MAGEA4 MAGEA5P MAGEB3 MAMLD1 MAP2K3 MAPKAPK2 MARCHF7 MCC MED17 METTL22 MFSD10 MICALL2 MON2 MPPED1 MSC MTF1 MTRF1L MYBPC3 NDRG4 NFATC4 NFKBIB NRG1 NRIP3 OR1E1 OR1F2P OSMR PAFAH1B1 PDE9A PFKFB3 PGBD5 PHLPP2 PICK1 PIGA PKNOX2 PLA2G4C PLPPR2 POU2AF1 PPARG PPFIBP1 PPIF PPP1R11 PPP1R2C PRAMEF11 PRDM2 PSMD12 PTPN1 PVR PXN R3HDM4 RAB22A RAB3GAP1 RABGGTB RECK RGS12 RGS20 RND2 RPL23AP7 RPS27 RTN1 RUSC2 S100A6 SCN11A SCNN1A SDC3 SFPQ SH3GL3 SLC12A3 SLC15A1 SLC25A32 SLIT3 SNAI1 SNAP91 SNAPC2 SNED1 SOX4 STX1A SVEP1 TAF4 TAF7 TGFB1 TMEM39A TMUB2 TNFSF14 TNK2 TOPORS TRBC1 TRDMT1 TRIP11 TSC22D2 TSPOAP1 TTC4 TVP23B UFM1 UGCG UNC5C USP7 VAMP2 WHRN XIAP ZNF140 ZNF365 ZNF432 ZNF611 ZSCAN18 GSE20152_SPHK1_KO_VS_HTNFA_OVEREXPRESS_ANKLE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20152_SPHK1_KO_VS_HTNFA_OVEREXPRESS_ANKLE_DN AARSD1 AATF ABCC5 ACAD8 ACD ADORA3 ADSS2 AGGF1 ANP32B ANXA9 APOBEC3C ARFIP1 ARHGAP25 ASB1 ATXN7L3B BAG2 BLMH BMAL1 BMPR1A C12orf29 C3AR1 CAMK2N1 CASP6 CASP8AP2 CBX5 CCNA2 CCNE1 CEACAM3 CENPJ CEP350 CHD8 CHRM5 CHST11 CIT CLUH CNOT7 CNOT8 CORO1A CROCCP2 CSRP1 CYP2E1 DCLRE1A DDX11 DDX28 DDX56 DNAJC16 DNAJC22 DPP3 DTWD1 EFNA3 EI24 EIF4EBP2 ESYT1 ETHE1 FAM200C FBXW4 FDXR FHL1 FIS1 FOXRED2 GGA2 GIMAP6 GLYR1 GRIN2C GRK2 GTF2I GTF3A H2AC14 HARS2 HILPDA HIRA HPS1 HPS6 HS1BP3 HSD17B4 IMMT INTS5 KANSL1L KAT7 KHSRP KIFBP LCE2B LRFN3 LRFN4 MAGI1 MAML1 MGMT MID1IP1 MIEF1 MORC4 MRPL52 MRPS34 MSN MTFR1 NAGLU NEIL3 NEK9 NENF NHEJ1 NME6 NPAS2 NSUN5 NUDC NUP205 NVL ORC4 ORC5 PACSIN2 PAGR1 PARP1 PATZ1 PCYOX1L PCYT2 PDIA6 PER2 PEX3 PGRMC2 PHF20 PIK3R3 POLR1B PPAT PPM1D PPP1CC PRUNE1 PSMC3 PTPN4 PTPRJ RANGRF RASGRP2 RDX REXO4 RIOX1 RMI1 RNF8 RPL18 RPL26L1 RPL5 RPS6KB1 RSBN1 RUSC1 RUVBL1 SENP3 SESN1 SINHCAF SLC2A4 SLC35A1 SMIM7 SNAPC4 SNAPC5 SOS1 SOX3 SS18L1 SSRP1 SSX5 STAM SUPT20H SYNE1 TAF5 TARS2 TBC1D31 TCF20 TCFL5 THAP11 TJP2 TMEM231 TMEM63A TMEM80 TMX4 TNPO3 TNRC6B TOP2A TOR1A TP53 TRIM26 TRMT1L TRMT61B TRMU TSR3 TUBA4A TUBG1 UBB UBE2L3 VDAC1 XPO1 XPO7 XRCC6 YIPF1 ZBTB14 ZBTB18 ZNF174 ZNF177 ZNF22 ZNF33B ZNF45 ZNF551 ZNF665 ZSCAN16 GSE20152_SPHK1_KO_VS_HTNFA_OVEREXPRESS_ANKLE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20152_SPHK1_KO_VS_HTNFA_OVEREXPRESS_ANKLE_UP ACVR1B ACYP1 ADAM29 AIM2 ALDH3B1 ALG9 ANKRD55 APOBR ARHGAP17 ASL ASPH ATP2A2 AVL9 BAZ1A BEX1 BLZF1 BPY2 C11orf58 CASP9 CAVIN1 CBX4 CBX6 CCL22 CCZ1B CDC42SE1 CDH18 CFLAR CFTR CHMP6 CHRNA10 CIAO2B CLCN6 CXADR CYP11B1 CYP4B1 DBF4B DBT DCLK2 DDX39B DDX3Y DGKZ DHX9-AS1 DICER1 DMWD DNAH3 DNAJB2 DUSP6 EFEMP1 EFHD2 ELMO3 EMP2 EPHA7 EYA1 FADS1 FAM118A FERMT2 FHOD1 FRMPD1 FRS2 GATAD2A GDF10 GJA3 GNA12 GOT1 GPR171 GUSBP14 HPS5 HSD17B3 HTN3 HUNK ICOSLG IMPA1 INPP5E ITK JUND KCNJ13 KCTD13 KCTD15 KIF21B KLC1 KRBOX4 KYAT3 LPIN1 LRP8 LRRC1 LTN1 MAP3K3 MAPK8IP3 MAPKBP1 MARCKSL1 MICA MICAL3 MLF2 MMD MNS1 MTHFD2 MTHFD2L MTRF1L MYCL MYH1 MYH14 MYRIP NBAS NDE1 NECTIN2 NISCH NOTCH4 NOX4 NPIPA1 NVL OGFOD1 PANK3 PAQR3 PATJ PDK4 PDLIM1 PDLIM7 PEA15 PGF PHLDA2 PICALM PKD1P1 PKD1P6 POU3F4 POU6F1 PPP2R5B PPP4R3B PRR11 PTPN7 RAB15 RALGAPB RAPGEFL1 RASGRF1 RDH11 REPS1 RGS12 RGS17 RNASEH2B ROBO3 ROCK2 RORA RP2 RPE65 RPS13 RSL24D1 RTF2 RUNX1 RYR1 SACS SALL1 SAMD14 SAT1 SCIN SCN3A SEC63 SEMG1 SERPINA10 SERPINB2 SETD3 SH2B3 SH3GL1 SLC22A13 SLC35E1 SLC35F2 SLC44A1 SLC7A8 SMG7 SOGA1 SQLE SRSF11 STATH SVIL SYNGR3 SYP TAFAZZIN TCF7 TFG TMED7 TMEM140 TMEM184B TMEM268 TSPAN9 TTLL7 USP6NL VEZT VPS54 YAP1 YOD1 YTHDC2 YWHAH ZFHX4 ZNF154 ZNF22 ZNF587 ZNF611 ZNF706 ZYX GSE20152_SPHK1_KO_VS_WT_HTNFA_OVERXPRESS_ANKLE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20152_SPHK1_KO_VS_WT_HTNFA_OVERXPRESS_ANKLE_DN AAGAB ACAD8 ACTMAP AKAP1 ALOX5 ANKRD27 ARFIP1 ARHGEF18 ARHGEF6 ATIC ATP5PD AVEN BAG2 BARD1 BAZ1B BAZ2B BBS4 BBX BMAL1 BNIP3L BORCS6 BRD3OS BTK C17orf75 C19orf53 C21orf91 CAND1 CCNB2 CD164 CDK19 CENPC CEP192 CLUAP1 COA3 CPEB1 CPNE1 CPPED1 CPT2 CRAT CSE1L CSRP1 CTCF CTDSP1 CYP2E1 DCAF7 DLAT DNAJC22 DNASE2 DNPEP DOP1B DPF2 EBAG9 EED EFNA3 EHMT2 EI24 EIF2B1 ELAVL1 ELAVL4 ELOA-AS1 ERH ESYT1 ETFDH EXOC1 FAM136A FAM200C FBXO21 FBXO38 FES FHL1 FN3KRP FNTA FTO FXR1 GALNT10 GAS2L1 GDI2 GFUS GGA2 GGPS1 GIGYF2 GLMN GNL3 GOLPH3L GPKOW GPSM2 GRIN2C H2BC4 HADHA HILPDA HIRA HPS1 HPS6 HS1BP3 IMPACT INTS5 JUP KIAA0513 KIFBP LBHD1 LRRC14 MAP3K1 MCM9 MED16 MEGF9 MIEF1 MIS18A MLEC MOCS1 MOGS MPI MTHFD1 MTRR NAA16 NAT9 NCBP1 NDRG2 NOL6 NUDC NUP133 NVL OARD1 ORC4 OSER1 OTUB1 OTULINL PA2G4 PAAF1 PAGR1 PCYOX1L PEX14 PEX3 PIK3R3 PIP4K2C PLEKHA1 PMS2P1 PPCS PPM1H PPOX PREB PSMB1 PSMD9 PTER PTPN18 PTTG1 RAB11FIP4 RBBP5 RHOG RNF8 RPA3 RSAD1 RXYLT1 SCP2 SDF2L1 SET SLC25A28 SLC30A6 SLC35A1 SLC38A10 SLCO3A1 SMC3 SNUPN SREK1IP1 SSRP1 SUPT20H SUPT7L SYNCRIP TBC1D13 TBC1D31 TCAF1 TCF15 TCFL5 TCTA TDRD3 TELO2 TMEM115 TNFAIP8 TP53 TRIM24 TRMT1L TST TTBK2 TTK TUBG1 TUFT1 UBR7 WDR25 WRAP73 XPO7 YIPF1 YTHDC2 YWHAH ZDHHC4 ZFTA ZNF14 ZNF180 ZNF394 ZNF646 ZNF665 ZNF682 GSE20152_SPHK1_KO_VS_WT_HTNFA_OVERXPRESS_ANKLE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20152_SPHK1_KO_VS_WT_HTNFA_OVERXPRESS_ANKLE_UP ACTR10 AGFG1 AIM2 AMMECR1 ANK1 ANXA5 ARF4 ARF6 ARHGEF7 ASCC1 ASH1L ATF1 ATP6V0A4 AUTS2 AZI2 BCL2L11 BDKRB2 BTG3 CBX4 CD82 CDH17 CDV3 CEP170B CHMP1B CHPF2 CHRNA10 CHSY1 CMKLR1 CNIH4 COPB1 CORO1C CSTA CTF1 CTRC DCP1A DDX21 DLEU2 DLG4 DNAH17 DNTTIP2 DONSON EIF2AK3 EIF4E EIF6 ELP5 ENOSF1 ENTPD7 EPHA7 EPS8L1 ERF FBLN5 FBXO11 FBXO28 FCGR2C FKBP1B FLT1 G3BP2 GABPA GALNT12 GPRC5A GULP1 H2BC4 HBB HGS HMG20B HOXB9 HS2ST1 HUNK HUS1 ICAM5 IER2 IL1RN IL6 INSIG1 IRF4 ITCH JUNB KDM5C KDM6B KHDC1L KIF25 KPNA2 KRT14 KRT83 KRT8P12 LARP4B LIG3 LPIN1 LRRC8E LRRFIP2 LUC7L MACO1 MAGEA12 MAGEA5P MAMLD1 MAP2K3 MAP3K14 MAP3K19 MAPK8 MED17 MICALL2 MOAP1 MPPED1 MYF5 MYH7B NCS1 NKAIN1 NKX6-1 NPIPB15 NPY5R NR3C1 NRIP3 NUP88 NXF1 OSGIN1 PCBP3 PDLIM3 PFKFB3 PHF14 PIK3C3 PLA2G4C PLAC8 PPFIBP1 PPME1 PPP1CB PPP1R15A PRDM2 PRKCD PRKRA PYGB RAB1A RAB22A RAB7A RABGGTB RANBP2 RAPGEF6 RBM3 RBM48 RCN1 RDH8 RGS1 RGS17 RHEB RHOBTB3 RNF10 RPL23AP53 RRP15 RTL10 SDC3 SELENOF SEMA6A SFPQ SFT2D2 SGMS1 SH2B3 SKI SLC3A2 SLC7A5 SNAPC2 SOCS1 SOCS3 SORBS2 SOX13 SRSF5 ST3GAL6 STK38L STX4 SUPT6H TAB2 TAF4 TAF7 TASOR2 TBR1 TCTN1 TFEB TIMP1 TMC6 TMEM39A TMEM87A TNFRSF1A TNFRSF1B TNFSF14 TNS4 TOPORS TRBC1 TSPAN31 TSPYL1 TTC4 UBE2D3 UPK1A USP7 WHRN ZC2HC1C ZNF143 ZNF274 ZNF335 ZNF365 ZNF674 GSE20198_IL12_IL18_VS_IFNA_TREATED_ACT_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20198_IL12_IL18_VS_IFNA_TREATED_ACT_CD4_TCELL_DN ACKR4 ACOX1 ACVR2A ADAM10 AGBL5 AKR1C3 ALKBH5 ANKRD49 ARGLU1 ARV1 ATMIN ATP6AP2 BMAL1 BTNL2 BYSL C3orf62 CALR CCDC169 CCDC59 CCNA2 CCND2 CD164 CD34 CDC42BPG CENPJ CGAS CHD7 CHRNA9 CMTM6 CPLANE1 CRNKL1 DCK DCT DDX19B DDX55 DLGAP1 EED EEPD1 EHD1 EIF3G EIF4E EPHX3 EPS15L1 FAM149A FAM174A FAM204A FAM209A FAM43A FBXL12 FGF13 FITM2 FOXC1 GADD45A GDAP2 GNL3L GNPNAT1 GORAB GPR153 GPR18 HDC HECA HNRNPM HSF4 IARS1 IDH3A IL15RA IL2RA INTS15 IPO4 IPO7 ISG20L2 JAK1 KCNC2 KIF15 LGR6 LIN28B LMNA MAGT1 MAP3K1 MAP9 MATR3 MED17 MEF2A MFSD5 MGA MIER2 MOSMO MTFR1 MYO1D NDUFAF4 NFATC3 NFYC NKAPD1 NOP16 NRBF2 NRG4 NUP107 NUP133 NUP62 NXNL2 NXT2 PCLAF PDCD6 PDCD6IP PGRMC2 PHF20 PHF23 PLEKHA3 PLEKHB2 PMPCB PNO1 PPP1R2P1 PPP2CB PPP2R1B PRR3 PRRT1 PTPN22 QSOX2 R3HCC1L RAB10 RAD21 RBM12 RCC2 RCN2 RELB RELL1 REV1 RIMOC1 RNF11 RNF125 RNF157 RNF19A RPS27 RPS6KA5 RRAS2 RRP1 RRP9 RUNDC1 SETDB1 SGSM3 SIGLEC1 SIGMAR1 SLC1A5 SLC22A5 SLC25A44 SLC35B3 SNHG17 SNX2 SON SPRED2 SRCAP SRP54 STAP1 STAT3 STAT4 SUPT5H SUV39H1 SYCN TACC3 TCF7L2 TCP1 TDRD7 TECPR1 TES TESK1 TEX15 TEX55 TFIP11 TGM2 TMEM125 TMEM239 TMEM68 TP53INP2 TRAK1 TREML2 TRIM23 TRIM27 TRIT1 TSR2 TTLL11 TUFT1 TVP23B TWIST2 UBOX5 USP25 UTP3 VCPKMT VPS11 VPS33B WDR12 WDR37 WEE1 WWC1 YARS2 YIPF5 ZBTB21 ZDHHC14 ZDHHC15 ZFP82 ZNF7 GSE20198_IL12_IL18_VS_IFNA_TREATED_ACT_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20198_IL12_IL18_VS_IFNA_TREATED_ACT_CD4_TCELL_UP AAMP AGRP AIM2 ALDOC AP1B1 APOBEC2 ARFIP1 ARHGAP22 ARMC2 ARSK ASB4 ATP6V0A1 BAX BCL2L2 BIN1 BRCA2 C1orf174 C1orf74 C6orf62 C9orf85 CA9 CARD6 CBFA2T2 CCDC6 CCNDBP1 CELA1 CHAF1B CIC CLHC1 CNPY4 COX16 CPSF1 CSAD CTH CYP51A1 DDX28 DMAC2L DNAJC10 DNAJC19 DNLZ DOCK6 DUS1L DYNLT2B ECI1 EIF4ENIF1 ENDOU EXOSC5 FADS1 FAM161A FBXO25 FBXO45 FGD5 FKTN FLI1 FLYWCH1 FRA10AC1 GABRD GANAB GATB GCFC2 GIT2 GLRX GMDS GPR89B GSK3A GUF1 GUSB HELB HIVEP3 HMG20A IDH3B IFT46 IFT74 IKBIP IL4I1 INPP5B IP6K1 IPO11 ITPRIPL2 KBTBD11 KCNAB2 KCTD11 KIF3C KLF7 LGALS1 MEDAG METTL26 MGMT MMS22L MPEG1 MRPL47 MRS2 MTHFD1L NAA35 NDRG3 NFIX NHERF2 NR1H2 NTHL1 NUDT12 NUDT13 NUDT18 OPA1 OSBPL7 OTUD5 PAFAH2 PAPOLG PARVG PCK2 PDE6D PHB2 PHTF1 PIP4P2 PITHD1 PLBD2 PLEKHA5 POLD2 POLR2I PPIH PREB PRKCD PRKCSH PRR14 PSMD14 PSPH PTPRCAP RAMP1 RAP2B RASSF2 RCBTB1 RMND1 RNF123 RNF38 RPL3 RPS8 RPUSD3 SAA4 SATL1 SCAF1 SCLY SEL1L SERF2 SESN3 SF3B2 SFXN2 SKAP1 SLAMF6 SLC25A13 SLC25A28 SLC39A3 SLC52A3 SLC6A4 SMAD1 SMCO4 SMIM30 SPI1 SPICE1 SPPL2A SPPL3 STK26 STMP1 STX4 TACC1 TBC1D13 TCOF1 TEX19 TFB1M THAP11 THY1 TIFA TIMM8B TMA7 TMEM198 TMEM60 TPRA1 TRAM2 TRIM35 TRIM41 TRIM68 TTC26 TTI1 UCHL1 UNC50 UPF3A UXS1 VAMP4 VPS39 XPO6 YWHAH ZBTB9 ZC3H12D ZC4H2 ZDHHC4 ZFR2 ZMAT2 ZMYND11 ZNF606 ZNF692 ZSWIM7 ZXDC GSE20198_IL12_VS_IFNA_TREATED_ACT_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20198_IL12_VS_IFNA_TREATED_ACT_CD4_TCELL_DN AAK1 ABCC5 ACAA2 ACADVL ACOD1 ACSBG2 ADCY7 ADNP AFG1L AP3B1 APOE ARFGEF1 ARID1A ARSB ATG13 ATRX ATXN1L ATXN7L3 BCL6 BRIP1 C11orf24 CACNA2D2 CALR CBLB CCDC112 CCNE2 CD200R1L CD82 CDC25B CDK1 CECR2 CELSR3 CEP131 CFAP418 CGAS CHIC2 CLCF1 CMIP CPXM2 CSF2RA DCUN1D1 DDHD1 DDRGK1 DDX42 DGKZ DHX32 DNAH8 DRG1 DYNC2I2 E2F8 EID1 EPM2AIP1 EXTL3 FAM229A FBXO25 FBXO3 FBXO45 FBXW8 FDFT1 FHOD1 GABARAPL1 GDPD3 GID4 GOT2 GPR137B GPR180 GPR25 GRHL1 GSK3A H2BC5 HEPACAM HEPACAM2 HGSNAT HLTF HM13 ICMT IGBP1 ITGB2 IZUMO4 JADE1 KAT6A KDM5B KEAP1 KIFAP3 KMT2E KRT80 KRTAP2-4 LIMD2 LIMK2 LIPA LPGAT1 LRRC8D LSP1 MAN2A1 MAP1LC3B MAP3K3 MAP3K5 MCAT METTL15 MFSD2A MMP8 MSN MSS51 MTMR9 MTOR MYL3 NAB2 NADK NCK2 NCKIPSD NCOA1 NEFH NOP2 NUCB1 NUDCD2 NUDT16 NUP214 PARN PDIK1L PHF1 PHF3 PHKA2 PINK1 PITPNM1 PLCXD1 PLEKHM1 PLK2 PPP2R5D PRNP PSMC2 PTBP3 PTPN12 PTPN20 PYCR2 RAI1 RASGEF1A RCOR3 RETREG3 RFNG RHAG RIF1 RPS6 RSAD2 SACM1L SASS6 SCYL2 SDR39U1 SEPTIN6 SESN3 SETD1A SKP1 SLAIN2 SLC25A24 SNAPC2 SPATA33 SRRT SSX2IP ST8SIA4 STRIP1 SVIL SYT1 TBL1X TCIRG1 TDRD7 TECPR1 THAP7 TIAM1 TLK2 TMEM132C TMEM165 TMEM51 TNFRSF1A TNIK TP63 TPRA1 TRAPPC6A TRARG1 TRIM35 TSHZ1 TTLL11 TUBB3 TXN UBE2N UBQLN1 UBQLN2 UXS1 VAPB VAT1 VOPP1 VPS36 VPS37C VPS41 ZBTB20 ZFP30 ZMIZ1 ZNF236 ZNF282 ZNF32 ZNF354C GSE20198_IL12_VS_IFNA_TREATED_ACT_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20198_IL12_VS_IFNA_TREATED_ACT_CD4_TCELL_UP ABCB4 ABHD1 ACD ACOX1 ACSL5 AGFG2 ALG14 ALKBH5 ANAPC11 ANAPC16 APIP ARHGAP1 ARV1 ATF5 ATG16L1 B3GNT2 BCL7C BLM BORCS6 BRMS1L C10orf88 C19orf73 C1orf174 CDC27 CDK9 CDKN2A CENPJ CEP19 CERS6 CHD1L COX15 CRELD1 CRK CSNK1A1 CTH CUTC CWC25 DAP DENND11 DHRS13 DHX32 DHX9 DNAL1 DOHH DRG1 DYNLT2B EFR3A EHD1 EIF2A EIF3B EIF4A2 EIF5A2 EMC1 ERAP1 ERBB3 EXOSC5 EXOSC9 F8A1 FAM98B FAR1 FBXO25 FKBPL FOXK1 FPR2 FRMD6 FSTL1 FUT8 GFM1 GINS1 GIPC1 GLRA2 GLRX GSK3B GUF1 GUSB HBP1 HDAC3 HDAC5 HDHD3 HIGD2A HNRNPH1 IFT57 IFT74 INPP5E IP6K1 JARID2 KDM1A KLC1 LSM4 LSS LYPLA1 LYRM1 MACIR MAGI2 MAP3K20 MARVELD2 METTL18 MPLKIP MRPL22 MRPL33 MRPL44 MRTO4 MTCP1 MTFR1L NAF1 NBN NDST2 NDUFA1 NOP10 NOP56 NR2C2AP NSFL1C NUDCD1 NUP85 OBI1 ONECUT2 OSBP OTUD5 PATZ1 PDPR PEX3 PHOSPHO2 PHPT1 PHYHIP PLEKHJ1 PLGRKT POC5 POLR2J PPIH PPIL3 PPWD1 PTGES2 PTPN22 QSOX2 RAB5C RABIF RADIL RBIS RBP1 RCC1L RETREG2 RIT1 RNF103 RPL18 RPL3 RWDD1 SCO1 SEPTIN2 SESTD1 SETD6 SIRT4 SLC20A1 SLC25A26 SLC2A6 SLC35G1 SLC39A1 SLC39A2 SLC9B2 SMARCC2 SMIM1 SMIM7 SRCAP SREBF2 STAT4 STRADB STXBP3 SUPT3H TDP1 THOC7 THYN1 TIMM8B TLE4 TMC4 TMEM120A TMEM168 TP53 TPRA1 TRIM37 TRIM67 TTC1 TTC33 TXNL1 TXNL4B UBE2Z UBQLN4 USE1 VMAC VTI1A WDR53 WDR75 YTHDF1 ZC3H7A ZDHHC21 ZDHHC24 ZDHHC4 ZFR ZNF606 ZNF627 ZNF644 GSE20198_IL12_VS_IL12_IL18_TREATED_ACT_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20198_IL12_VS_IL12_IL18_TREATED_ACT_CD4_TCELL_DN AAMP ABCB4 ABCG1 ABHD3 ABI1 ACACA ACE ADI1 AKAP13 AMFR ANGPTL1 ANKRD40 AP3M2 ARHGAP1 ARHGAP21 ARHGAP25 ARID5B ARIH2 ATP13A3 ATP9B B3GALNT1 BAG3 BMP2K BRD9 C12orf43 CCAR1 CD247 CD44 CD81 CDC27 CDK4 CDV3 CHD1 CISD1 CLCF1 CLCN7 CNR2 CREBL2 CTC1 CTDSP1 CTSE CUL4A CXXC5 CYBB DCAF1 DCAF7 DCUN1D1 DDX46 DFFA DGKA DHRS13 DLG3 DNAH8 DNAJC3 DOCK6 DPF2 DTWD1 DUSP2 DYNLT1 DYRK2 EED EIF4ENIF1 ERAL1 ESRP2 FAM193A FAM209A FAR1 FBXL17 FBXO25 FBXO31 FRMD4B FSTL1 GCLM GDPD3 GGH GNA11 GPATCH8 GPI GRINA HCK HEG1 HMGCR HNRNPA3 HNRNPUL2 HRAS HSD17B4 IBTK IDS IFFO1 IFITM10 IFT74 IRF2BP1 KCTD10 KDM2B KLF3 LAIR1 LAMB3 LARP4B LMO4 LONRF1 LRP6 LSM14A LYN MAP7D1 MAPK1 MAPK1IP1L MAPK9 MBD1 MBP MEMO1 MLEC MMAA MPC1 MZB1 NAPSA NFATC2 NFYC NOXO1 NRAS NRF1 OSBPL9 P2RY13 PAG1 PATJ PDE3B PGGT1B PHAF1 PHC2 PHF10 PI4K2B PIP5K1B PLEC PLEKHA3 PLEKHA5 PLEKHM1 PML POLK POMGNT1 PPM1F PPM1G PRC1 PSIP1 PTPDC1 PTTG1IP QKI QSOX2 RABIF RASSF4 RBM22 REV1 RFTN1 RGCC RHAG RIPK4 RIT1 RNPEP RPL18A RPL3 RPL9 SAV1 SCML4 SEC22C SERINC3 SH3BP5 SLC12A7 SLC16A6 SLC25A6 SSBP2 SSRP1 ST8SIA6 STIM2 STX16 STXBP3 SUMO3 TCAIM TESK1 TMEM129 TMEM86B TNPO1 TOPBP1 TRAK2 TRAPPC10 TSNAX TSPAN17 TSPAN4 TTC4 TTF2 TXN UBR1 USP24 USP54 UTP11 VIM VPS26C VPS33B WDR37 WWP2 XYLT2 ZMIZ1 ZXDC GSE20198_IL12_VS_IL12_IL18_TREATED_ACT_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20198_IL12_VS_IL12_IL18_TREATED_ACT_CD4_TCELL_UP ABCB6 ACTR10 AFG3L2 AHCYL1 AIM2 ALDH18A1 ALDOC ALG1 ALG14 ANAPC16 ARL4A ASTE1 ATG5 ATL2 ATP8B4 B3GNT5 BBS7 BCAR3 BECN1 BMAL1 BORCS6 BRMS1 CARHSP1 CASP8 CBX8 CCDC51 CD69 CD79A CDC5L CENPO CEP135 CHAF1B CNOT6L CNPY4 CPOX CPSF3 CRIP1 CRISP3 CRNKL1 CSNK1A1 CSNK2A1 CSRP1 CTDNEP1 CUL2 CWH43 CXCR5 CYB5B DDX19B DDX46 DDX5 DDX50 DHX15 DHX9 DPAGT1 DUSP2 DUSP6 ECI1 EFL1 EIF2A EIF3D EIF3J EIF3L ENO1 ERAP1 ERCC5 ESD EXOSC5 FAF2 FAM111A FAM133B FAM50A FBXO32 G6PD GBP7 GCSH GFM1 GMDS GNB4 GNPNAT1 GOLPH3L HLA-DOA HSD17B7 HTATSF1 INIP JOSD2 KMT2E KYAT3 LAP3 LDAF1 LYRM1 MACIR MAN1A1 MAN2A1 MARK3 MAT2A MCOLN2 MDH1 MED11 METTL27 MMS22L MND1 MOB1B MPHOSPH10 MRPL46 MRPS12 MRPS35 MTA2 MTARC2 MTCP1 MTERF1 MTHFD1 MTHFD1L MTM1 NARS2 NCK1 NDFIP2 NDST2 NDUFAF7 NFS1 NRBF2 NUDCD2 OGDH OSTM1 OTUD5 P2RY10 PAICS PAK1IP1 PANK2 PARG PARP4 PDCD7 PI4K2B PIAS4 PIH1D2 PIK3R1 PITPNA PNKP POLR3C PON2 POP4 PPM1E PPP1R7 PPP4R3B PRDX3 PRXL2C PSAP PTGR2 PUS3 RAMP1 RAP1A RBM22 RBM28 RNASE4 ROM1 RPS21 RPS6KA3 RRAD SAT1 SATL1 SHMT1 SLC35F5 SLC37A4 SLC7A3 SLC7A5 SMARCA5 SPIDR SSRP1 STAT1 STK38 TAF12 TCEAL1 TDP1 TIA1 TIMM8B TM6SF1 TMEM11 TMEM14A TMEM18 TMEM192 TMEM237 TMEM242 TMEM70 TNFRSF18 TNIK TNIP2 TRAPPC3 TRMT6 TXN2 UBE3D UCHL1 USP31 WDR38 WDR83 ZBTB12 ZFAND5 ZFYVE21 ZNF277 ZNF292 ZSWIM7 GSE20198_UNTREATED_VS_IFNA_TREATED_ACT_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20198_UNTREATED_VS_IFNA_TREATED_ACT_CD4_TCELL_DN AARS1 ACKR3 ACKR4 ACTR3B AGBL5 AGFG1 ANKRD28 AP3M2 APRT ARHGAP11A ARL4A ARL5B ATL2 BAX C12orf29 C19orf53 C9orf64 CA7 CACNA2D4 CALU CCDC51 CCNL1 CD320 CD38 CDV3 CHKA CITED2 CMSS1 CNIH2 CNKSR3 COA5 COMMD2 COPE COPS5 CORO1C COX10 COX17 CSGALNACT2 CSRP1 CXorf38 CYP2W1 CYP51A1 DAPK3 DARS1 DCT DCTD DDX31 DHPS DLGAP1 DNAJA1 EEF1G EIF2B1 EIF2B4 EIF3J ELF2 EPHX3 ERG28 ESCO1 EXOC2 EYA1 FAAP100 FAM133B FAM174C FAM43A FBXL3 FGF13 FGF23 GADD45A GCSH GEMIN7 GIMAP6 GMEB2 GNPTG GOLGA7 GPATCH2 GPER1 GPR183 GPR89B GTPBP4 HK2 HLA-DRB1 HSPA1B HSPBAP1 IFT80 ING5 KIN KLRK1 LAS1L LCMT2 LDAH LTO1 LUC7L LYAR MAFK MAK16 MCM7 MCTS1 METTL2B METTL5 MFSD1 MIS12 MON1B MOSMO MRPL1 MRPL10 MRPL11 MRPL16 MRPL19 MRPL33 MRPL35 MRPL42 MRTO4 MTUS2 NABP1 NANS NBN NEDD8 NELFB NKIRAS1 NMT2 NQO2 NRBF2 NTAQ1 NUDT2 NUP155 OAT OTOS PCLO PCYT2 PDCD6 PDE4DIP PDLIM5 PDP1 PEX3 PLK3 PLPPR3 POLR2F POLR2G PPIP5K1 PRKCA PRKDC PRODH PSMB10 PSMB9 PTCD1 PUM3 PYCARD QTRT1 RABEPK RANBP1 RBFA RBM15 RBM34 RCC2 REXO2 RIOK1 RNF135 RNF31 RNF4 RNGTT SAAL1 SECISBP2 SHMT2 SLC1A4 SLC20A1 SLC35B3 SLC39A9 SLC45A4 SMIM30 SNAPC3 SPCS2 SRI ST13 STT3B TCTA THOC5 TIMM10 TIMM21 TK2 TLR2 TMEM179B TMEM222 TOP1MT TPI1 TRIM5 TWSG1 TXNIP UBA5 UBE3D UTP14A UTP3 WASHC4 WDR55 WDR75 XRCC6 XRN2 ZBTB8OS ZC3H10 ZCWPW2 GSE20198_UNTREATED_VS_IFNA_TREATED_ACT_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20198_UNTREATED_VS_IFNA_TREATED_ACT_CD4_TCELL_UP ABCG4 ACAP3 ACOT2 ACSF2 AGPAT4 AK3 AK4 ALDH18A1 ALKBH4 AMELX AMN AP1S2 ARFGAP3 ARHGAP23 ARHGAP30 ARID5A ATOH8 B4GALNT2 BAP1 BCL6 BOP1 BTBD8 C17orf80 C1orf52 CA9 CACUL1 CAPN2 CAST CBFA2T2 CBLN3 CCDC117 CCDC54 CDC25B CHID1 CHP1 CIAO3 CKLF COL11A2 COL4A5 CPNE1 CRAT CX3CR1 CYP2F1 DDR2 DDX5 DLL3 DNAJB5 DUS1L EARS2 EHF EIF2AK1 ENTPD6 EZH1 F13A1 FAM120B FAM120C FAM43A FCGR2B FEZ2 FOLR1 FRMD4A GAA GABPB1 GALNT3 GBF1 GPAM GPR155 GPR173 GRINA H2AB2 H2BC5 HOXD3 HS1BP3 HS3ST4 HS6ST1 HSD11B1 ICOS ID2 IFT80 IGHMBP2 IL15RA IMPACT IQSEC1 KANSL1L KANSL3 KCNG4 KDM7A KIAA0753 KLC3 KRT2 LCP1 LENG9 LTO1 MAP2K6 MIB2 MKNK2 MOB3A MRGPRE MTIF3 MYADM NAA60 NCOR1 NDRG3 NDUFV1 NEFH NFYC NRDE2 NRROS NRSN1 PALD1 PAM PANK4 PAPOLB PCDHB12 PCLAF PDCD1LG2 PDXP PEX16 PITX2 PLCG1 PLEKHM3 POU4F2 PPARGC1B PPP1R8 PPP2R1A PRKCD PRLR PRTG PTCD1 PTGER3 RAB3IP RAB40B RALGAPA1 RASGEF1B RASL10A RBFA RBM42 RFX5 RIF1 RNF112 RUSF1 SCNN1G SCRN3 SERPINB6 SHC1 SLA2 SLC23A1 SLC25A40 SLC28A2 SLC45A3 SLC66A1 SMC5 SMIM14 SMOC1 SMURF2 SNHG8 SOCS1 SORT1 SOX13 SPACA4 SPRED2 SPRTN ST14 ST8SIA2 ST8SIA5 STAT1 STRN3 SUFU TBC1D13 TENM4 THRSP TMEM129 TMEM130 TMEM161A TMEM241 TMEM242 TMEM59L TMX3 TNS3 TOM1 TRAF3 TRAM2 TRIM33 TRIP12 TRPV6 TSR3 TTC38 TTLL11 TYK2 UBALD2 UBR5 ULK3 USP6NL USP7 UVSSA XYLT2 YTHDC1 ZNF444 ZNF777 ZYX GSE20198_UNTREATED_VS_IL12_IL18_TREATED_ACT_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20198_UNTREATED_VS_IL12_IL18_TREATED_ACT_CD4_TCELL_DN AARS2 ABCB1 ABHD1 ACD ADCK1 AFG1L AGBL4 AKAP12 ALDOC ALG14 ARL6IP1 ARMC5 ATF4 B3GNT3 BASP1 C1QBP C1orf210 C9orf40 CAAP1 CCDC6 CCNG1 CCR7 CCT7 CDKN2C CERS6 CITED2 CLBA1 CLEC4G COX11 COX17 COX19 COX6C CREG2 CTRL DCTD DCUN1D5 DDX5 DMAC2L DNAAF9 DNAJB4 DNAJC12 DNAJC4 EARS2 EHD1 ELF2 ELOVL5 EMC2 EMC3 ENSA ERGIC2 ERGIC3 ERI2 FAM171B FAM50A FASTKD2 FASTKD5 FCF1 FGF13 FMNL3 FOS FYTTD1 GARIN1B GAS1 GEM GFI1 GLIPR1 GMPPA GNL1 GNL3 GRN GRWD1 HAUS3 HAX1 HDAC1 ICOS ICOSLG IGFLR1 IL25 IRF9 JMJD4 KCNC1 KCNK6 KCP KLF6 KPTN KRT2 KRTCAP2 LCMT1 LRRC72 LY96 MAFF MAK16 MAN1A2 MARVELD2 MAT2A MCU MED20 MINDY3 MIR22HG MRPL15 MRPL39 MRPL42 MRPL46 MTERF1 MVB12A MYBPC3 MYCBP MYO7B NBEA NDUFA7 NDUFS4 NEK3 NF1 NFAT5 NGDN NHP2 NLK NOP58 NR1H2 NRGN NSA2 NSDHL NSUN4 NTAQ1 NUP43 ORMDL2 PAM PARP3 PDZD11 PIAS2 PIGO PLEKHH1 PLPP5 PNPLA6 POP7 PPP2R1B PRXL2A PTPA PXDC1 RAB5C RABL3 RAD51C REXO4 RGS16 RNF181 SAMM50 SAP30 SCRN3 SEC11A SELENOS SERF2 SH3BP2 SHISAL1 SKIC8 SLC45A3 SLC5A1 SLC7A1 SLC9A9 SMARCA5 SNHG8 SPSB2 SREBF2 SRSF6 STRN4 STX6 SUB1 TAF13 TCTN3 TELO2 THOC1 TMEM160 TMEM241 TRIM21 TRIM27 TRPV1 UBE2N UBR5 UNC45A USP39 UTP15 UTP4 VAMP3 VCPKMT VKORC1 VMA21 WDR54 WDR76 WDR77 WRAP53 YIF1B ZBTB3 ZBTB9 ZC2HC1A ZCCHC17 ZEB2 ZMAT2 ZNF446 ZNF493 ZNF687 GSE20198_UNTREATED_VS_IL12_IL18_TREATED_ACT_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20198_UNTREATED_VS_IL12_IL18_TREATED_ACT_CD4_TCELL_UP AARSD1 ABHD15 ACOT8 ACOX2 ACSF2 ADI1 AGPAT3 AGTRAP AK3 AK4 AKR1C2 ANAPC2 APLP1 APOBR ARHGAP28 ASB13 BCL2A1 BCL7C BIRC7 C12orf75 C16orf90 CACNA1C CACUL1 CADM3 CASQ1 CCL13 CDC14B CDC20B CHSY1 COBL COL27A1 CRIP2 CSF2RA CSNK1D CSRNP1 CYFIP2 CYP4V2 DNAJC12 DNAJC17 DPYSL5 DRG1 DUSP16 DVL3 DYNC2I2 EDA EIF5A2 ELMOD3 ENTPD6 ENTPD7 EPB41L5 EPS8L1 ERGIC3 F5 FAM209A FBXL18 FBXO34 FGF4 FITM1 FOXK2 FOXO4 FSCN1 GALR3 GET4 GIPR GNA11 GPR180 GREB1L GRIN2D GRN HAP1 HDAC1 HELB HMGN3 IDH3G IKZF1 IL34 IL36RN IRS2 KANSL3 KCNAB2 KCNC2 KCND1 KIF3C KIFBP KLHL22 KLHL40 L1CAM LENG1 LMAN2L LRP10 LRP6 LSM14A LUZP1 MAP1S MAP3K2 MAP7D1 MAPK7 MIA2 MLPH MMRN2 MORN4 MT2A MYO5A MYPOP NACC1 NAF1 NCBP1 NDUFC2 NDUFS6 NELFCD NKD2 NKX6-1 NONO NPPA NR1H2 NRARP OSBPL7 PCBP2 PDXK PGRMC2 PGS1 PINK1 PITX2 PKDREJ PPP2R5C PPP3CC PRRG4 PTK2B PTPRG PTPRZ1 RAB11FIP1 RAD51D RAI1 RANBP10 RBBP4 RBM10 RBPJ RIBC2 RMND1 RNF123 RNF157 RNF19A RPA1 RRM2B RTN4RL1 SCCPDH SEBOX SEC22C SESN3 SETD1A SF3B2 SH2D6 SIX5 SLC25A28 SLC25A40 SLC5A10 SLC66A1 SMURF1 SNRPA1 SNX7 SOCS1 SORT1 STAG2 STRAP STX3 SYCP2 TAS2R4 TBC1D13 TCAF2 TERT TEX19 TEX47 TEX55 THAP4 TLE4 TLR7 TMEM169 TMTC4 TNF TOM1L2 TREML2 TRPC5 TTR UBASH3A UBR5 ULK2 UNC13B USP6NL VSTM2A WBP2NL WDR11 WDR7 WDR82 WEE1 ZBTB11 ZFP41 ZFP57 ZNF414 ZP3 GSE20198_UNTREATED_VS_IL12_TREATED_ACT_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20198_UNTREATED_VS_IL12_TREATED_ACT_CD4_TCELL_DN AAMDC ABL2 ACTG2 ADAMTSL4 ADCY5 ADGRE1 ALDH18A1 ALG2 ARRB1 ATF7IP ATN1 ATP5PB ATP9B ATRNL1 B3GNTL1 BCR BTBD8 C12orf75 C19orf44 C3orf84 CAPN5 CASKIN2 CCDC87 CCDC88B CCNE1 CCNJ CCPG1 CCR10 CHST11 CLCN5 CNR2 CNTROB CREBL2 CRYBG1 CXXC4 CXorf38 CYS1 DAAM2 DCK DDRGK1 DHDH DHX30 DIAPH2 DLGAP4 DNAAF9 DNAJC3 DRG1 DRG2 DSE DYRK2 EHF ELFN2 ELMOD2 ENDOU ENOX2 ENSG00000267882 EPC2 EPHA5 ERMARD ERMP1 FAM229A FBXW4 FEZ2 FKBP9 FN1 FOXD2 GAA GALNT4 GBA2 GBP7 GKAP1 GNA11 GNGT2 GOLGA1 GRAMD1C GRHPR GSS GUCD1 H3-5 HEPACAM2 HERC2 HIP1 HLCS HLTF HP1BP3 HTRA1 IGSF9 ING1 IPCEF1 ITFG2 ITGB3 ITPK1 KBTBD7 KCTD20 KDM4A KIDINS220 KLHDC10 KLRG1 L1CAM LANCL1 LCLAT1 LMO2 LRTM2 MAP2K7 MAPKAP1 MATK MCMBP MCTP1 MCU MEF2C MEN1 MLH1 MMAA MTR MVK NAAA NEO1 NFIC NFYA NR3C2 NUDT7 ODF2L OXCT1 P2RY13 PAG1 PAK4 PAQR8 PBK PELP1 PENK PHACTR4 PIK3CD PITPNM2 PLEKHA2 PLEKHA5 PORCN POT1 PPM1D PRELID2 PRKRA PTPN21 PTTG1IP RAD51C RBL2 RBM42 RHOBTB1 RIPOR1 RPS8 S100A13 SFT2D2 SFXN2 SKA2 SLC22A15 SLC25A24 SLC2A8 SLC32A1 SLC35C2 SLC37A2 SLC39A3 SLC5A1 SLC7A4 SLFN12 SMG9 SPACA4 SPN ST8SIA2 STAG2 SUPT3H SYNJ2BP TANGO6 TBX6 TLR2 TMEM223 TMEM241 TNFRSF1A TNRC6C TOPBP1 TRAF3 TRIM45 TRIM68 TRPM4 TSPAN5 TTC12 TTF2 TUBG1 UBL7 UGCG UNC5CL UQCRB USP47 VAMP4 VAV2 VPS13B XYLT2 YME1L1 ZNF383 ZNF507 ZNF646 ZPBP2 ZXDC GSE20198_UNTREATED_VS_IL12_TREATED_ACT_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20198_UNTREATED_VS_IL12_TREATED_ACT_CD4_TCELL_UP AAK1 ABCB6 ABI2 ACD ACTR10 ADGRE5 ANXA7 APOE ARID4A ARPC1A ASNSD1 ATG2A ATG5 B4GALT1 BMPR2 BOP1 BRMS1L BTBD19 C10orf88 C17orf98 C2orf73 C5orf24 C5orf34 C8orf76 C9orf64 CASP6 CDC27 CDK6 CENPL CENPQ CEP135 CFAP69 CLPX CNKSR3 COPS4 COPS7A COQ7 COX17 CREBRF CSGALNACT2 CSNK1A1 CTDSPL2 CUL2 CXCL3 CXCR6 CYP4A11 DALRD3 DDX19B DDX24 DHX9 DIABLO DNAJB11 DNAJC6 DPP7 DTWD2 EAF2 ECI1 EFTUD2 EGR3 EIF4G3 ELAPOR2 ELOC EMB EMC2 ERAP1 ERG28 EXOC5 FAM174A FAM204A FAM98A FGA FLT3 FPGT FPR2 FTSJ3 FUCA1 GEMIN5 GFM1 GGNBP2 GLRX3 GMDS GMPPB GNL2 GNPTG GPR107 GPR89B H2AX HDAC3 HDHD5 HECA HLA-DRB1 HOOK2 HOOK3 HPGDS IFT140 IFT57 IL1RN INTS11 IRAG2 IWS1 JMJD6 KBTBD4 KCTD10 KDM1A LACTB LAMP1 LONRF3 MAD2L2 MANF MAPK1IP1L MARVELD2 MDC1 MDM4 MED13 MED19 MGA MIGA1 MOB1B MOGS MRPL22 MRPL38 MRPS34 NCOA3 NIPSNAP3A NKAPD1 NUP133 ORC3 OXSR1 PARG PCYT2 PDE4DIP PDLIM5 PECR PFN1 PHF23 PHTF2 PLBD2 PLEKHA3 PPIH PRKAR2A PRXL2C PSMD4 PSPH PTGES2 PTRH2 QTRT2 RAB3GAP2 RAC1 RAP1GDS1 RBPJ RCN2 RCOR3 RDH14 RGMB RNASEH2A ROCK2 RORA RPL13A RPS25 RSPRY1 SEC63 SLC39A2 SLC52A2 SMC2 SMIM30 SMIM7 SNX25 SPAG4 STAU2 SUCO SUV39H1 TAF1B TCF7L2 TESK1 THAP4 TLE4 TMEM179B TMEM68 TMEM70 TOR1B TRAPPC10 TRAPPC8 TRIR TRIT1 TTC5 TXNDC5 UBE3D USP22 VPS50 WDR3 XPC XRCC6 YBX3 YIPF4 ZFR ZHX2 ZNF322 ZNF565 ZNF644 ZNF655 GSE20366_CD103_KLRG1_DP_VS_DN_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20366_CD103_KLRG1_DP_VS_DN_TREG_DN ABCB1 ACOT11 ADAM9 AGPAT4 ALDH9A1 ALMS1 ALOX15B ALPK2 ANXA4 AP3M1 APH1B APOBEC3B APPL2 ARHGAP11A ARHGAP21 ARSB ASAH1 ATOSB B3GNTL1 BRWD1 BSPRY BTBD19 CAB39 CASS4 CCDC117 CCDC71L CCNG1 CCR6 CD244 CD70 CDC14B CDCA5 CDKL2 CDKN2C CEBPZOS CELF5 CEMIP2 CHDH CHMP4C CHSY1 CIAO2A CIITA CKLF CLDN12 CORO2B CRYBA4 CRYBG3 CSRP2 CTSH CWC25 CXCR3 CYB561 DCUN1D4 DES DLK1 DMXL2 DSN1 DUSP1 DUSP3 DYNLT2B DYNLT5 DZANK1 EEA1 EHD1 ELL2 ENO2 EPCAM FARP1 FMNL2 FUT8 FUT9 FXYD6 FZD5 GLIPR1 GLRX2 GMPR GNAQ GNPDA1 GPAT3 GPR155 GPR68 GRINA GSTT1 GTPBP3 HBP1 HIP1 HLA-C HLF HNRNPLL HYCC1 ICOS IFNG IKZF3 IL10 INTS13 INTS7 IRAK3 IRF5 ITM2B KCNK6 KDELR2 KIF13B KIF5C KRT72 LGMN LIX1L LMNB1 LPCAT1 LPGAT1 MAGEH1 MAN2A1 MAP3K20 MAP4 MASP2 MMP9 MTHFS MTMR10 MYO1F NBEA NIPA2 NLN NOL10 NPC1 NPNT NQO1 NUCB2 NUDT4 NUPR2 NXPE4 OBI1 OPTN PACRG PAQR8 PBX3 PDE2A PHLPP2 PHYKPL PLEKHA8 PPM1D PRR13 PTPN3 PTPRJ RAB31 RASSF4 REXO5 RFK RHBDD1 RNF157 RPGR RPS6KA5 RTKN RYK SCO1 SEC11C SELENOM SEPTIN10 SERPINB7 SHCBP1L SHISA3 SKAP2 SLBP SLC25A19 SLC35D2 SLC43A2 SLC5A12 SNX16 SNX2 SNX9 SPIN1 SRGN ST6GALNAC6 STK40 STMN3 STXBP1 SYTL2 TAF15 TBC1D5 TC2N TERB1 TF TMBIM1 TMEM263 TPP1 TRAPPC14 TSPOAP1 TTC39C TWF1 UBL3 UEVLD USP28 VAMP7 VCL WEE1 WNK1 YES1 ZCCHC18 ZFAND4 ZIK1 ZNF490 ZNF600 GSE20366_CD103_KLRG1_DP_VS_DN_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20366_CD103_KLRG1_DP_VS_DN_TREG_UP ABHD17C ACER2 ADAM7 AFF1 AGER AKAP3 AKAP5 AKR1C3 AOC3 AQP7 ARHGEF10 ARHGEF9 ARL13A ARMCX2 ARRB2 ASAP1 C19orf48P C1orf185 C1orf53 C6orf132 CALHM6 CASP8 CCDC146 CCDC171 CCDC22 CCNDBP1 CD2AP CDC40 CDH2 CDH20 CDYL2 CERCAM CFAP157 CHCHD10 CHL1 CRY2 CRYBG1 CRYM CSTF2T CTU1 DDX11 DHCR24 DHX58 DIP2C DNAH12 DNAJC6 DRAM2 EBF3 EEIG1 ENO3 EPB41L5 EXOC6 EXOSC2 EXTL1 F8 FAM120AOS FAM170A FASTK FCGR1A FOXO1 FRYL GABRR2 GPR152 GPR83 GUCY1B1 HDAC2 HDAC4 HDGF HILPDA HTATSF1 ICE2 ID3 IFIT3 IGF2R IGLON5 IMMP2L ISOC1 ITIH5 KANK2 KCNH2 KCNJ2 KIAA1217 KNOP1 KRT14 KRT24 KRTAP8-1 LARP4 LCAT LRIG1 LRRC46 LRRC8D LYSMD2 MAGI3 MAGOH MAPK12 MCF2L MCOLN3 MDC1 MDN1 METTL1 METTL13 METTL18 MTG1 MTR MVK MYC MYRFL NAT14 NETO1 NGF NKTR NOP10 NTSR2 NUP188 NUP93 PCBP1 PDLIM1 PHF21A PHIP PHYHIP PIGP PIK3C2G PILRA PKD1 POLG2 POLR2H POLR3D PPP2R2C PPP2R5B PRMT3 PTPRF PWP1 RAB3IP RAB9B RASA1 RASL11A RASSF5 RCC2 RCN1 RCN2 RETREG3 RHAG ROR2 RPL12 RPL30 RPL31 RPS7 RSPH6A RTF1 RYR2 SCGB3A1 SCNN1B SELL SEMA7A SGPP1 SH3BP1 SLC22A5 SLC26A8 SLC39A14 SLC6A7 SLC7A3 SLCO4C1 SNRNP70 SOCS3 SPRED3 SPRY1 SRCAP ST6GALNAC5 STAMBPL1 STOX2 TASP1 TBC1D22B TCF23 TECTB THEM4 THRB TIMM9 TMEM151B TMEM179 TMEM205 TMEM245 TMEM41A TMEM70 TMPRSS11A TMTC4 TRIP10 TRMT112 TSACC UBQLN4 UTP25 WFIKKN2 WNT3 WWC1 XYLT2 ZFP37 ZNF397 ZNF420 ZNF512 ZNF827 GSE20366_CD103_POS_VS_CD103_KLRG1_DP_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20366_CD103_POS_VS_CD103_KLRG1_DP_TREG_DN ABCB10 ADAM15 ADAMTS2 ALCAM ANKRD29 APH1B APPL2 ARNT2 ASCL3 ATXN1 ATXN7 B4GALT6 BCO2 BRWD1 BSPRY C2orf50 C9orf50 CA5B CAMK2N1 CASP1 CASP4 CASS4 CBFB CCDC25 CCL13 CCL22 CCL5 CCR1 CCR10 CCR2 CCR5 CD109 CD33 CDC25B CDC42BPB CDC42EP3 CEP112 CFAP206 CHIC1 CHSY1 CIITA CMKLR1 COBL COBLL1 COL7A1 CPM CRIP2 CRYBA4 CSRP2 CTSH CUTC CXCR6 CXXC4 CYB561 CYP2S1 CYSLTR1 DAND5 DCTN5 DHRS13 DIP2A DIRAS2 DLK1 DNMT3L DPYSL5 DUSP1 DUSP3 DYDC1 DYNLT5 ELL2 EPCAM ERN1 FAM171B FAM185A FBXO27 FGL2 FIRRE FUT8 GALNT3 GM2A GNAQ GPAT3 GPD1L GPR15 GPR88 H1-0 HADH HBP1 HIP1 HLF HPSE IKZF2 IL12A IL18 INO80C IRF5 ITPRID2 KAZN KHDRBS2 KIF13B KIFC1 KRT82 LAMTOR3 LDOC1 LGMN LMNB1 LRIT1 LRP11 LRRN3 M6PR MAP9 MBD2 MED7 METRNL MOCOS MUC1 MYBPC3 NBEA NDRG4 NFATC4 NIPA2 NPNT NRK NUDCD2 NXNL2 NXPE4 ONECUT3 OSBPL3 OVOL2 PBX3 PDZD11 PHACTR4 PIGZ PIK3CA PKHD1L1 PLCZ1 PLEKHA2 PLEKHG3 PLS3 PNPLA1 PPP1R3B PRR13 PTPRJ RAB36 RAB39B RAP1GAP2 RAPH1 RASGEF1C RASGRP4 RASSF4 RBL2 RELL1 REP15 REXO5 RMDN2 RNASE4 RNF133 RPS6KA5 RPUSD3 RSPO2 S100A6 SANBR SAP30 SCRT2 SDCCAG8 SEC24D SEPTIN10 SERPINA6 SETD4 SLC11A1 SLC17A5 SLC25A19 SMPD3 SNAPC5 SOD3 SOX14 SOX15 STBD1 STMN3 SUN1 SYTL2 TBC1D16 TEKT3 TEX47 TF TMC8 TMEM37 TNFAIP8 TNFRSF13B TRPC1 TSHZ3 TSPAN17 UBL3 UEVLD VCL ZBTB42 ZHX3 ZMAT4 ZNF296 ZSWIM5 ZYG11A GSE20366_CD103_POS_VS_CD103_KLRG1_DP_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20366_CD103_POS_VS_CD103_KLRG1_DP_TREG_UP ABHD17C ABTB2 ACER2 ADAMTS6 ADSS2 AFF3 AIRN AKAP5 ALDH1B1 AMPD3 ARC ARHGEF10 ASAP1 ATP4A B4GALT4 BCAS1 BCAT2 BDH1 BST1 CCDC62 CD96 CDC42EP1 CDHR4 CDYL2 CEP57L1 CEP95 CHTOP CILK1 COQ2 CPA1 CPEB3 CRIM1 CTSW CYP4B1 DDC DEFB106B DGKE DHCR24 DHX33 DIP2C DKK4 DNAAF10 DPP10 DPP4 DRC1 DSP DUOX1 EDEM1 EEIG1 EGR2 EMC1 EXOC6 F8 FAM91A1 FBF1 FBXL12 FBXW10 FRYL FUBP1 FUT10 GATA1 GLOD5 GPR45 GSTK1 GUCY1B1 HDAC2 HEG1 HIBADH HIF1AN HIPK2 HSDL1 HSDL2 HTATSF1 HYAL2 ICE2 IKZF4 INAFM1 INPP4B INTS6L ITGA6 ITGB1 JMJD7-PLA2G4B KCNH2 KCTD5 KIF12 KIF3A KLHL6 L2HGDH LCN8 LRATD1 LTA MAP10 MAP4K3 MAPK9 MBNL3 MBP MCF2L MDN1 METAP1 METTL18 MGAT3 MMP11 MRC2 MS4A6A MTAP MYC NEMP1 NFIX NFKBIL1 NGF NGLY1 NSUN5 NUPR1 OTUD5 OTX1 P3H4 PARP3 PATJ PCDHB15 PCNX1 PDE4DIP PDLIM1 PDZRN3 PELP1 PGBD1 PGPEP1L PHYHIP PIAS2 PIP4K2A PIP5K1B PLA2G4F PLEKHS1 PLXNC1 PNPLA3 PNPLA5 POU1F1 POU4F2 PPP1R14D PPP4R2 PRKAG2 PRKCI PRMT3 PRPF40B PUS3 PUS7 RAB3IP RABGAP1 RABGAP1L RASSF8 RCN1 RGS17 RPP14 RRP9 SAMD7 SCG5 SELL SGPP1 SGPP2 SH3BP5L SLC16A1 SLC22A5 SLC26A2 SLC2A13 SLC4A10 SLC6A18 SMC4 SNRK SPEM1 SPRY1 SPSB1 STK39 STX1A SYNPO SYT16 TASP1 TBXA2R TCTE1 TGM2 THRB TIAM1 TM7SF2 TMEM38A TRIO TRIP10 TRPM7 TSPAN3 TUBB2A USP18 USP34 VASN WDR3 WNT8A WT1 XDH XPOT ZC3H12D ZC3H6 ZNF786 ZNF827 ZSCAN25 GSE20366_CD103_POS_VS_NEG_TREG_KLRG1NEG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20366_CD103_POS_VS_NEG_TREG_KLRG1NEG_DN ACOT9 ACRV1 ACVR2A ADAMTS5 ADCYAP1 AHRR AKAP10 ALCAM ANG ANKRD29 ANKRD54 ANKRD6 AP3M1 ARMCX4 ARRDC4 ASB17 ATP10B ATP6V0D2 AXL BAIAP3 BCHE BDNF BMAL1 BMP2 BST1 C9orf72 CASS4 CCDC117 CCR4 CCR5 CD70 CEP112 CEP290 CHD9 CHIC1 CHMP4B CHRNA1 CHTOP CLIP1 CPXM2 CSF1 CXCR3 CYBB CYP2S1 DCLK2 DCUN1D4 DHX33 DIPK2A DKKL1 DMD DSP DYNLT3 EDEM1 EFCAB14 EHD1 EHD4 EIF3A ENPP1 ENTPD1 EPHX3 EVI5 F2R FAM133B FARP1 FBXO30 FGD6 FGL2 FHIP1B FNDC3B FOSL2 FRMD4B FRMD5 FRZB GAA GABPB1 GALM GALNT13 GBP4 GCFC2 GCH1 GCNT1 GLIS2 GZMB HADH HIF1AN HLTF HPSE HSPA12B HUS1 ICOS IFNG IFT81 IL15RA IL17RB IL1RL1 ITGA3 ITPRIPL2 KANK3 KCNK3 KIF13B KIF5C KLF12 KY LAMP2 LTBP3 MAGED1 MAGEH1 MAN1C1 MANBA MBD2 MDFIC MDGA2 MED7 METAP1 MLANA MRGPRE MSH6 MTMR11 MYL7 MYO1F MYO3B N4BP1 NAV2 NCKAP1 NDNF NIPA1 NIPA2 NRARP NTF4 NUCB2 NUDCD2 NUDT4 OR8A1 OSBPL3 P2RY10 PBX3 PCDHGC4 PEAR1 PER3 PIH1D2 PLAGL1 PLEKHA2 PLEKHA8 PNPLA8 POU4F1 PPIL4 PPP1R27 PPP2R1B PPP2R2A PPP4R2 PRDM14 PRICKLE1 PRKAR2B PSTPIP2 PTPN22 PTPRJ PWP1 RBL2 REXO5 RHBDD1 RNF115 RNF157 RNF19B RNF4 S100A4 S100A5 SEC11C SLC25A53 SLC35F5 SLC39A4 SLC39A6 SLITRK6 SNX25 SPCS3 SPRY1 STK32A STXBP6 TFAP2C TGFBR1 TIMP2 TMEM130 TMEM175 TMEM30B TMIGD1 TRAM1 TRMT2B TSPOAP1 TTN UBASH3B UBTFL1 VPS41 VWA5A WDR7 WDR90 WNK1 ZCCHC18 ZDHHC2 ZNF142 ZNF572 ZPBP2 GSE20366_CD103_POS_VS_NEG_TREG_KLRG1NEG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20366_CD103_POS_VS_NEG_TREG_KLRG1NEG_UP AACS ACSF3 ACSL6 ADAM7 ADAMTS2 ADAMTSL3 ADCY6 AGER AIF1L ALS2CL AMIGO2 ANKS4B AP5Z1 ARHGEF10 ARL13A ARMC3 ARMH3 ATP11A ATXN7L2 BBS5 BCL11A BRME1 BRS3 BRWD1 BTF3 C10orf82 C1QA C2CD4B CASP12 CC2D2B CCDC102A CCDC33 CCDC80 CCDC81 CCL13 CCL19 CD9 CELSR1 CLASP2 CLRN3 COL25A1 COL5A2 CORT COTL1 CPLANE2 CPNE9 CSNK1E CTSV CYB5R2 CYLC2 DAND5 DIO1 DKK1 DKK2 DLGAP3 DNAJC6 DPH1 DUS2 DUSP23 EME1 EPAS1 ETS2 EVL EYA4 FAM170A FHOD3 FOXP1 GABRA5 GADD45GIP1 GAST GCSAM GFM2 GNAS-AS1 GNRHR GP6 GPD1 GPNMB GPR179 GPR63 HOXD9 HP HSD17B2 IGFBP4 IL12A INMT ITGA2B ITPKA JADE3 JMJD6 KCNG2 KCNH7 KCNJ9 KCNK12 KIAA2026 KLK12 LDOC1 LGALS3 LHFPL6 LMAN1L LPCAT4 LPO LRMDA LRRC38 LSM7 MAPK12 MARS2 MATCAP2 MCAM MMP24 MNT MX1 NACC1 NAPB NDUFA4L2 NKX2-4 NLRP9 NRK NRL NTSR1 OBP2B OPN1LW OSM OVOL2 PDGFRA PF4 PHACTR1 PIK3AP1 PIP4K2A PITPNC1 PLEKHG6 PLEKHJ1 PMFBP1 PNPLA1 POLG2 POM121L2 PRCD PRM2 PTCRA PTPN14 PTPRF RALGPS2 RNF165 ROR2 RPTOR RSPO2 SCARF1 SCG5 SEMA7A SERPINH1 SGK3 SGTB SH3YL1 SHB SLC16A9 SLC1A6 SLC25A42 SMAGP SMG5 SNX32 SOX14 SOX15 SPACA7 SPECC1 SPRED3 SPRY4 SURF2 TAF6L TCEA2 TEX47 THEMIS TICRR TIGD3 TIMP1 TM6SF2 TMC1 TMCO3 TMEM216 TMEM63B TMEM64 TPH2 TRIM31 TSPAN7 TTL TUBB2B TXNDC2 UGT2B4 UPK1A WDR62 WHAMM WNT3 WWTR1 YAE1 ZBTB8B ZFP37 ZMAT5 ZMYND10 ZNF397 ZNF474 ZNF493 ZNRF4 GSE20366_EX_VIVO_VS_DEC205_CONVERSION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20366_EX_VIVO_VS_DEC205_CONVERSION_DN ABHD17B ACOT2 ADAM17 ADAMTS20 ADH1C ADORA1 ADRB2 AFF1 AHCTF1 ANGEL2 ANGPTL4 AP1S3 ARID5A ASPG ATF3 ATP6V0E2 B4GALT1 BANK1 BCL2 BEX1 BTK C17orf75 C1orf198 C7orf31 C9orf72 CALR CASP4 CCNB1IP1 CCNYL1 CCR7 CCSAP CDT1 CEACAM21 CHD1 CLEC4D CREBL2 CTH CTR9 DAZ2 DBR1 DCDC2 DDA1 DDX27 DENND2D DNAJB9 DUSP10 EFNA2 EID2 ELL ERCC6 ESM1 ETF1 FAM107B FAM149A FAM204A FAM81A FHL5 FLVCR1 FOSB FOXP1 FUS GJA5 GLI3 GPRIN3 GRAMD2B GRAMD4 GRK4 H2AZ1 HAPSTR1 HEXIM1 IFITM2 IFT140 IGDCC4 IL17B IL24 IL6R ING3 INPP4B INPP5F IRF2BP2 IRS2 KDM2A KLB KLF4 KLF9 KPNA1 LRATD2 LRCH1 LRIG1 LRP1 LSM1 LY6D LYPD6B MARCHF7 MED29 MEF2D MIDEAS MMP10 MS4A1 MSI2 MYH10 MYLIP NETO2 NMRK1 NOL11 NR4A2 NRN1 NTN4 OCIAD2 OR2C1 ORAI1 OTUD1 PAQR3 PARP8 PDE4B PDXK PGM2L1 PHF13 PIK3AP1 PIM1 PIP4K2A PKP4 PLA2G4F PLEKHF2 PNRC1 POLG2 PPP1R12B PPP1R16B PROKR1 PRSS41 QRICH1 RAB11FIP5 RAB33B RAMP3 RARA RBM39 RBM4B RBP2 RCL1 REV3L RFLNB RGS2 RHOBTB1 RIOK1 RIPK2 RNF19A RNF220 RPS21 RPS27 RPS29 SATB1 SBSN SCARNA13 SFR1 SGK1 SIGMAR1 SLC38A2 SLCO4C1 SLU7 SMCHD1 SNHG3 SNX24 SOCS1 ST3GAL1 ST8SIA6 STX5 SUCO TAGAP TDRP TFB2M TFIP11 THEMIS TIMM9 TLNRD1 TMEM242 TMEM81 TNXB TOPORS TRAF1 TSC22D2 TTI2 TTLL3 TUBA1A UBC UBE3D UBL5 UBN1 USP48 WDR33 WDR43 WDR45B ZBTB39 ZCCHC10 ZFP64 ZNF449 ZNF462 ZNF622 ZRSR2 ZSCAN29 ZYG11B GSE20366_EX_VIVO_VS_DEC205_CONVERSION_NAIVE_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20366_EX_VIVO_VS_DEC205_CONVERSION_NAIVE_CD4_TCELL_DN ABCC12 ACTRT3 ADAMTS20 AIG1 AIPL1 ALB ALCAM ALOXE3 ANGPTL7 ANXA1 AP1S3 APOL2 ARIH2 ARMCX2 ATF3 BAMBI BEX1 BRD4 C10orf90 CAB39L CADM1 CASP3 CATSPER3 CBY3 CCDC122 CCDC185 CCDC86 CCDC88A CCKAR CD81 CD83 CDH2 CEP57 CEP83 CFAP43 CHD1 COL26A1 CPQ CPXM1 CST5 CYP2C8 CYSTM1 DCLK1 DDHD1 DDIAS DNAAF1 DUOXA1 DUS4L DUSP10 EBF3 EID2 EIF2AK3 ELL ENO4 ETF1 FAM184B FAM83E FBXO16 FBXW2 FCMR FKBP11 FOXP1 FRG1 FXN GCH1 GFI1B GJB4 GNAQ GPR176 GSPT2 GUCA1A H2AZ1 HIC2 HRH3 HSD3B7 IFITM2 IGHG1 IKZF2 IL18 IL1RL1 IL25 IMMP2L IRF2BP2 JARID2 KDM2B KLF7 KLF9 KPNA1 LANCL3 LCA5 LHX5 LRCH4 LRRC73 LRRIQ4 MACROH2A2 MAFF MAN1C1 MAP1LC3A MARCKSL1 MCOLN3 MCUB MFSD2B MLF1 MT1E MYB MYH10 MYO1H MYO9A NCR1 NEK5 NFIA NIPAL4 NOTUM NR1H4 NR4A2 NRN1 NRP1 NTN4 PCDHB5 PDE2A PDE4A PIK3AP1 PIM3 PLAGL1 PLEKHF2 PNPLA8 PNRC1 POLR3F PPM1L PPP1R3G PPWD1 PRKCA PRNP PROX2 PRPS1L1 PTRHD1 RAPH1 RASGEF1B RASGRP2 RBM45 RGL1 RGS16 RIOK1 RNF144B RYR2 SAG SAPCD1 SCARNA13 SCG5 SELENOS SEZ6L2 SFI1 SFXN3 SGK1 SLC26A10P SLC38A2 SLC4A11 SLC9A2 SLCO1B3 SNX31 SOCS3 SORCS1 SPIN4 SQOR STK32B STX3 TAGAP TAGLN3 TAS1R2 TBC1D30 TDRD9 TEX15 TLNRD1 TMEM242 TMEM87A TNFRSF13C TNFRSF4 TP53 TPD52L2 TRPS1 TUBA1A TUBA4A TUSC1 UMOD URB2 USP43 VAMP3 VCL VSIG4 VSX1 WDR43 WLS WNT5A XIST ZBTB10 ZBTB21 ZCCHC10 ZFP69 ZNF274 GSE20366_EX_VIVO_VS_DEC205_CONVERSION_NAIVE_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20366_EX_VIVO_VS_DEC205_CONVERSION_NAIVE_CD4_TCELL_UP ABCB1 ABHD15 ABI3 ACP3 ACTN2 ADAM19 ADGRG5 AFP AHRR ALDH7A1 AMPD1 ANKRD6 ANLN AP3M1 APPL2 ASAH1 ASB2 B3GALT5 B4GALNT2 B4GALNT4 BAIAP3 BIK BUB1 C17orf80 C2orf49 CARD10 CCL5 CCND2 CCR1 CCR2 CCR5 CCR6 CD160 CDK1 CDK6 CENPH CENPN CEPT1 CERK CHST11 CHSY1 CIPC CLSPN CNGA1 CORO2A CYP1B1 CYP2D6 CYSLTR2 D2HGDH DNA2 DNAAF9 DNAJC16 DNM1L EID3 ELP4 ENSG00000286190 EPAS1 EPS8L1 EXO5 EXOC2 FAM111A FAM20A FAM241A FFAR2 FGL2 FIGNL1 FKBP5 FRA10AC1 FRYL GBP2 GEMIN6 GNGT2 GOLPH3L GPR34 GPR65 GZMA GZMB GZMK H2AB2 HDAC8 HIC1 HIGD1C HIP1 HLF HOPX HSPA1A IDUA IFIT1 IGFBP4 IL12RB1 IL12RB2 IL17A IL17RB IL17RE IL18RAP IL1R1 IL22 INPP1 IVD JDP2 JPT2 KCTD9 KIAA0232 KLHDC1 KLHL20 KNTC1 LDLR LETMD1 LITAF LY6E LYSMD2 LZTFL1 MATN2 METTL7A MGAT4A MITD1 MNS1 MORC1 MOSMO MTIF2 MVD N4BP2L1 NAV2 NCAPG2 NCOA7 NDC80 NSD2 NSG2 NUF2 NUP37 NUSAP1 OSBPL3 OTUD7B OVCA2 P2RX7 PDE3B PHETA2 PLAC8 PLEKHF1 PLIN2 PPM1K PRC1 PRDM1 RAD50 RAD51AP1 RASGRP1 RCBTB2 RCN1 RGS1 RIOX2 RMDN2 RNASE4 RNF130 RNF135 RNF34 RNF5 RPS9 RREB1 RSAD1 RYR1 SDF2 SERPINB1 SIK1 SLAMF7 SLC15A2 SLC16A6 SNX25 SOAT2 SRBD1 SREK1IP1 SRGAP3 STAP1 STAT1 SYTL3 TADA2A TBCCD1 TEC TENT5A TEX2 THBD TMEM154 TMEM176A TMEM176B TNIK TRAF3IP1 TRIM32 TRIM56 TTC21B TTC39C TTPAL UBXN7 UNC5CL WDR12 WRN XCL1 XKRX ZBTB24 ZBTB26 ZNF7 GSE20366_EX_VIVO_VS_DEC205_CONVERSION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20366_EX_VIVO_VS_DEC205_CONVERSION_UP ACSS2 AGPAT4 AHR AIM2 AK7 ALG8 ANG ANGPTL2 ANKRD6 ANTXR2 APOBEC3B ARHGAP11A ARL14EP ARMC8 ATP6V0A1 B4GALNT4 BAG2 BIVM BLOC1S6 BNIP2 C18orf54 CABLES1 CBX7 CCDC51 CCR4 CCR5 CDC23 CDK20 CERK CHD9 CHMP3 CHORDC1 CIPC CKAP2L CLCN4 CMTM7 CORO2A CROT CSTF3 CWF19L2 CXCR6 CYP2D6 DAW1 DCUN1D1 DCUN1D3 DENND11 DKK3 EFL1 EGR3 EPAS1 EPHX4 ERMP1 ERO1A ESAM FAM111A FAM120B FAM151B FAM156A FAM185A FANCF FBXL3 FBXO42 FKBP5 FZD4 GALC GCNT1 GDPD5 GLCCI1 GLMN GOLPH3L GPR15 GPR155 GPR68 H1-4 H6PD HERC1 HMGXB4 HMMR HOMER1 HOPX HSD17B1 ICA1 IDI1 IFIT3 IKZF3 IL10 IL17RB IL18RAP ILDR1 INSIG2 IPCEF1 ITPRIPL2 JCHAIN KCTD12 KHDC1L KIAA1958 KIFBP KLHL9 LDAF1 LMAN2L MAP3K7 MAPK1 MB MED23 MED7 METRNL METTL4 MKNK1 MMEL1 MORC1 MYADM MYNN MYO3B N4BP1 NAGA NAV2 NBR1 NCK1 NCKAP5 NDFIP1 NEK2 NSDHL OPTN OSBPL3 P2RX4 PADI2 PARD6G PARP16 PARVG PCDHB1 PCMTD2 PEPD PHETA2 PIGL PLCL1 PLEKHF1 PLPP2 PLVAP PLXDC1 PNPT1 PON2 PPIP5K2 PPP6C PSEN1 RACGAP1 RAD17 RCBTB2 RCOR3 RIGI RIMKLA RIN2 RNF214 RUNDC3A SAP130 SDC4 SDCCAG8 SEC14L1 SHC1 SLC15A2 SLC25A45 SLC2A3 SLC43A2 SLC7A6 SMC2 SPARCL1 SPATA5L1 SPCS3 SSPN STX11 SYTL2 TAPBPL TEC TENT5C THUMPD3 TJP2 TLE2 TMBIM1 TMEM18 TMEM237 TMEM70 TRAFD1 TRIM34 TRMT2B TSPAN12 TTC33 UBE2B UBE2Q2 UMAD1 UTP6 VILL VPS4A WDR12 XDH ZNF189 ZNF3 ZNF322 ZNF790 ZNF839 ZSCAN12 GSE20366_EX_VIVO_VS_HOMEOSTATIC_CONVERSION_NAIVE_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20366_EX_VIVO_VS_HOMEOSTATIC_CONVERSION_NAIVE_CD4_TCELL_DN ACO1 AGMO AGXT2 ALDH1L2 AMPD3 ANAPC13 AP1S3 API5 ARHGAP28 ARHGEF12 ARID3B ARMCX4 ASF1B ASPM ATP1B2 ATP1B4 BAD BCAT1 BMP7 C4orf46 C6 CA12 CALHM2 CAPSL CAPZB CCDC83 CD22 CD5L CD80 CD81 CDKL4 CENPP CEP55 CFI CHL1 CLCN5 CLDN16 CNPY2 COLCA1 COX7A2 CPT1A CRIP1 CRYZ CSDC2 CSF1 CYFIP1 CYP20A1 CYP3A4 CYP4V2 DGKI DGLUCY DLK1 DNAH9 DPF1 DYNLL1 EBI3 EFR3B EGR3 EHF ELAVL2 ELMOD1 EML6 EOMES ERC2 ESM1 ESRRB FAM89A FCGRT FKBP9 FSTL5 GCNT2 GFI1B GLRX5 GLTP GNA14 GNB4 GPLD1 GSTO1 HDGF HRH4 IFITM2 IGFBP5 IGLON5 IKZF4 ITGB1 JAM2 KANK2 KCNJ15 KCNK13 KIAA1522 KIF22 KLHDC3 KPNA2 KRT23 KRTAP17-1 KRTAP8-1 KRTDAP L1CAM LCE2B LGALS3 LHX2 LIPA LPCAT1 LPCAT4 LRRC8E LYPLAL1 MAP3K9 MELK MFSD2B MPC2 MRPL51 MRPS36 MTCL1 MXRA7 NALCN NDNF NDUFA12 NDUFB2 NDUFB7 NDUFB9 NDUFV2 NECAB1 NIPSNAP3A NKX2-2 NME1 NPY1R NRGN NRSN1 NTNG1 OPN3 PACC1 PAM PIK3R6 PLP2 PLPPR5 PLXDC2 PNMT POLR1D POU2AF1 PRDX1 PTGR1 PXYLP1 RAD51 RALY REEP5 RNF11 RNF168 RNFT2 RPL27 RTL5 SAP18 SATB2 SBK1 SCIN SEMA4A SF3B2 SH2D1A SH3BGRL2 SHH SLAMF6 SLC15A3 SLC16A2 SLC22A14 SLC22A25 SLC35D3 SLC7A10 SLITRK4 SMIM30 SMPDL3B SNAI2 SNRPB SPAG16 SQOR STMN1 STON1 SUPT16H SYCP1 TASL TIAM1 TINAG TLR3 TMC8 TMEM120B TNFRSF4 TNMD TP53I11 TRIM3 TTBK2 TXN TXNDC12 VASH1 WDR83OS WNT5A XPOT ZBTB18 ZDBF2 ZFP69 ZNF35 ZNF365 ZNF385A GSE20366_EX_VIVO_VS_HOMEOSTATIC_CONVERSION_NAIVE_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20366_EX_VIVO_VS_HOMEOSTATIC_CONVERSION_NAIVE_CD4_TCELL_UP ABCC5 ABI3 ABTB3 ACP3 ADAMTS6 AHRR ANKFY1 ANKIB1 ANKRD11 ANXA7 AP4E1 ARHGAP12 ARHGAP39 ATF6 BCLAF3 BRD8 BRIX1 C11orf16 CABLES1 CALML3 CBX7 CCDC62 CCR5 CD160 CD200R1L CD38 CDADC1 CDK10 CFAP141 CHD1L CHD2 CLK1 CPM CPN1 CPSF1 CRBN CRTC2 CSNK1A1 CYP1B1 CYP2D6 CYSLTR2 DCAF17 DCAF8 DNAJC13 DNMT3B DOCK11 DUBR EFL1 EML5 ENG EPS8L1 ERAP1 ERCC6L2 FAM162B FAM78A FDFT1 FHIP1B FKBP15 FLCN FSD2 GABBR1 GAK GBP6 GCC2 GDPD3 GFI1 GGA3 GIN1 GLCCI1 GPR183 GTF3C2 H1-4 H2AB2 HECTD3 HERPUD1 HIC1 HNRNPA2B1 HOMER1 HOPX ICE2 IGFBP3 IL12RB1 IL17A IL17RE IL4R INPP1 INPP5B IPCEF1 ITGA1 ITGA6 KCTD17 KCTD9 KIAA1191 KLC1 KLHDC1 LATS1 LGALS8 LRP1B MALT1 MAT2A ME2 MLH1 MOSMO MSMO1 MTIF2 MYCBP2 NKRF NOCT NOS3 NUP155 OGA OSBPL3 OVGP1 P2RX7 PAPOLG PARP3 PARP6 PDE11A PDE5A PDK1 PER3 PGGT1B PIK3IP1 PISD PKD1 POLR3A PPP3CB PPP6R1 PRXL2C PTPRE RAB6B RBAK RBM18 RBM4 RECQL REXO4 REXO5 RIMKLA RINL RNASE4 RNF4 RPA1 RSAD1 RUNDC3B SAMD9L SBSN SEC61A2 SETDB2 SFSWAP SFXN2 SLAMF1 SLC16A6 SLC1A5 SLC28A2 SLC35F2 SLC35F6 SLC9A1 SOAT2 SPG11 SQLE SRGAP2 SRSF11 ST6GALNAC3 ST7L TAF1C TAF4 TAOK2 TAS1R3 TASP1 TBCE TCAIM TDP2 TEC TEX10 TGFBR1 TMEM140 TMEM170B TMIE TRIM24 TRIP4 TRMT1 TSR2 TTC27 TTC7A TUBGCP3 TUBGCP4 USP10 VEZF1 VPS41 XKRX XPNPEP3 ZBTB25 ZDHHC20 ZMYM5 ZNF180 ZNF330 ZNF566 ZNF790 ZSCAN12 ZUP1 GSE20366_EX_VIVO_VS_HOMEOSTATIC_CONVERSION_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20366_EX_VIVO_VS_HOMEOSTATIC_CONVERSION_TREG_DN ABCA6 ACAT1 ACTR3B ADGRL1 ALAD ALDH1L2 ALOX5AP ANKRD34A ARID3B ASF1B ASPM ATP4A ATP5ME ATP5MF AURKB AVEN B3GNT5 BCAT1 BEX1 BIRC5 BPNT1 BUB1 C19orf38 C6orf141 C8G CA7 CACNA2D2 CALB1 CALR CAMSAP2 CAPRIN1 CCDC34 CCNA2 CCNB2 CDC20 CDC25C CDCA2 CDHR3 CENPE CENPF CENPP CENPW CERS6 CHEK1 CNDP2 COMTD1 CPOX CREBL2 CRIM1 CYP27B1 DDIAS DGLUCY DNA2 DPP4 DPY19L1 DTL DYNLRB2 DYNLT2B E2F2 ECT2 EEF2K EHF EID1 EML6 ENPP2 EPSTI1 ERC1 ERI1 F2RL3 FAM114A1 FAM171B FUNDC2 FXYD1 GABRA2 GADD45G GCAT GCNT2 GNAL GPR18 GPRIN3 GPSM2 H2AZ1 HAVCR1 HAX1 HDHD3 HINT1 HMGB2 HOXC10 HSD17B7 IER3 IFI30 IGFBP4 IGLL1 IL1RAPL1 IL6R IMPDH2 INCENP IRAK1BP1 ITPKA KCNK6 KERA KIF22 KIF4A KPNA2 LEF1 LRR1 LRRC3B MAP7D1 MAPK3 MELK METTL9 MGAT4A MIS18BP1 MKI67 MS4A1 MTHFD2 MYADM MYB NALCN NCAPG2 NDRG1 NDUFC1 NEK1 NIBAN2 NICN1 NINJ2 NME4 NOD1 NR0B2 NUSAP1 OTOR PARPBP PAX7 PBK PCLAF PDLIM1 PIK3R6 PLCD1 PLP2 PLSCR3 PPL PRSS16 PSME3 RANBP1 RAPGEF3 RARG RASSF2 RIPOR2 RND3 RPL38 SANBR SATB1 SBK1 SGO1 SGO2 SH2D4A SLAMF6 SLC25A4 SMARCD2 SMC2 SMC5 SMYD2 SOCS2 SPATA6 SPC24 SPICE1 STMN1 STRADB STT3B SYCE2 SYT11 TAMALIN TDGF1 TLCD2 TMCO5A TMEM178A TMEM39B TMPRSS4 TNS1 TPM3 TRIP13 TTBK2 TTC5 TUSC1 TXNDC12 TYMS UBE2C UBL4B UCK2 UGT2B4 VCL VGLL3 VWCE WAS WDR83OS YWHAZ ZBTB18 ZNF239 ZNF606 ZRANB3 GSE20366_EX_VIVO_VS_HOMEOSTATIC_CONVERSION_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20366_EX_VIVO_VS_HOMEOSTATIC_CONVERSION_TREG_UP ACOT11 ADAMTS6 ADCK5 AGRN AHI1 AIM2 AIP AKAP7 AKR1E2 ALKBH1 ALS2 ANKIB1 APOBEC3B ARHGAP36 ARHGAP45 ARL13B ASXL2 ATP6V1E2 BAIAP3 BCKDHA BLCAP BRD9 C18orf54 C3orf38 CABLES1 CAMSAP1 CANT1 CARNS1 CBLB CBX7 CCDC134 CCDC28A CCNL2 CD164 CD72 CDA CDKAL1 CEP350 CEP63 CEP95 CERK CHIC2 CLK4 COQ2 CREB3L2 CRYBA2 CSTF1 CXCR6 CYB561D1 CYFIP1 CYP51A1 DDX60 DIS3L DNAJA1 DPY19L3 DXO EPHB2 ERCC4 EXOSC10 F2R FAM151B FBXO32 FGD3 FKBP3 FKBP8 FSD2 GNPNAT1 GPR183 GRHL1 GSDMD HAUS7 HDAC4 HERC1 HLA-C HOMER1 HSBP1L1 HSPA4L HTT ICAM1 IPCEF1 IRAK2 IRF4 ITPKB KIAA0040 KIAA1958 KLHL17 KLHL35 LAG3 LCLAT1 LETM2 LONP2 LRRC45 MAP3K7 MAPKBP1 MARVELD2 MCM3AP MED13L MEPCE MGAT5 MSI2 MSMO1 NAGA NAV2 NEB NEMF NEU3 NFAT5 NFATC1 NKX2-3 NOP14 NPAS4 NPEPL1 NR2F6 NSMF NUDT19 OTUD4 OTUD6B P2RX4 PARP16 PDK1 PGM2L1 PHF6 PHKB PHKG2 PHTF1 PIGU PIK3IP1 PITX1 PIWIL2 PLCL2 PLIN2 PLK3 PNPLA6 PODXL POLR1A PRSS55 PTCD1 RASSF5 RBM33 REXO5 RIMOC1 RMND1 RPS9 RRP1 RSRC2 SDAD1 SEC14L1 SELENOP SLC26A11 SLC35A4 SLC35B3 SLC35C2 SLC41A1 SLC52A3 SLTM SMAP2 SMG6 SPACA1 SPART SPATA5L1 SPSB3 SRSF11 STAU1 STRA8 STX5 SUCLG2 TASP1 TBC1D17 TBCCD1 TBCE TCERG1 TDP2 TEC TELO2 THNSL2 TIAL1 TK2 TMEM135 TMEM140 TMEM154 TNFRSF9 TOP3B TOR1B TRAF2 TRIM17 TRIM68 TRMU TRPM4 TRPS1 TRPT1 TUBGCP4 UCP2 UPF2 WIPF2 WIPI2 XRCC5 ZMAT1 ZNF281 ZNF740 ZRSR2 GSE20366_TREG_VS_NAIVE_CD4_TCELL_DEC205_CONVERSION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20366_TREG_VS_NAIVE_CD4_TCELL_DEC205_CONVERSION_DN AASDH ABLIM3 ADAMTS15 ADAMTS20 ADGRV1 ADH1C AKT3 AMTN ANGPTL2 ANKHD1 ANKRD35 ANXA1 AP1S2 AP3S1 AP4B1 AR ARHGAP29 ARHGAP31 ARL10 ASB8 ASGR2 ATP2B2 ATP7A ATP8B4 AXIN2 C11orf65 C1GALT1 C2orf88 CAMK2N2 CASP1 CCDC185 CCDC88A CDH15 CDH2 CDK20 CDKN2C CELA3B CEP83 CEP97 CFAP107 CFHR1 CHRD CLDN12 CLDN6 CNOT11 CNTNAP1 CRYBG3 CST11 CSTF3 CTNNA3 CYP2U1 DAPL1 DNAJC6 DSP DUS4L DUSP28 DYRK2 DYSF EGR2 ELOVL7 ENC1 ENPP2 EOMES EPB42 ESM1 FAM163B FAM181B FAM78A FAM83E FANCF FASLG FBXO16 FRRS1 GALM GLDC GRB14 GYS1 H2BC18 HAPLN4 HAS3 HCN1 HDC HNRNPU HOOK3 HPCAL4 HSD17B1 HSPB9 IFITM10 IFITM2 IFNG IL2 IL7R INPP1 IRAK3 IRAK4 KCNK16 KCTD18 KHDC1L KIT KLB KRT7 LAMP5 LANCL3 LEPROT LFNG LRRC75B LYPD6B MAF MAMDC2 MAN1C1 MFSD6 MINAR2 MOG MTAP MYH10 NAAA NCOA6 NEURL1B NFATC1 NIPA2 NKPD1 NSD2 NSG2 OCIAD2 OPLAH OTOP3 P2RX5 P2RY14 PBX3 PDE3B PDE7A PDZK1 PDZRN3 PHACTR2 PHOX2B PIGV PJA1 PLEKHF2 PMS1 PNPLA8 PRDM9 PRR5L PRSS50 PSMB11 RAB33A RAD51C RAD9B RANBP10 RAP1GAP2 RARG REG1A RFLNB RGL1 RNF144A RYK SCML4 SEMA4A SEMA4F SESTD1 SFXN3 SGCD SH3BP5L SIDT1 SLC22A15 SLC26A10P SLC39A9 SLC9A2 SLFN12L SMAD5 SMAP1 SMCO4 SPICE1 SPIN4 SPINK8 SRPK1 STK38 STMN2 SYT17 TBC1D31 TCP11 TDRP TEX15 THEMIS TMEM182 TMEM89 TMEM9B TOX2 TRIM36 TRIP11 TTLL12 UBE2D3 UBR5 USP43 VIPR1 WFIKKN2 ZFR ZNF189 ZNF2 ZNF518B ZNF768 GSE20366_TREG_VS_NAIVE_CD4_TCELL_DEC205_CONVERSION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20366_TREG_VS_NAIVE_CD4_TCELL_DEC205_CONVERSION_UP ACER3 ACSBG1 ADAM17 ADAM19 ADAMTS6 ADORA1 AIG1 AIMP1 AOPEP ARHGAP17 ARHGAP20 ATP1B1 ATXN7 AXL BCL2L1 BMT2 BPNT1 C3orf70 CACNA1D CAMKK1 CASP6 CBFA2T2 CBL CC2D2A CCR6 CD300A CD72 CD81 CD83 CDK6 CEMIP CENPH CISH CKS1B CNKSR3 CNR2 COL14A1 COMMD1 COX6B2 CRELD1 CTSS CTSV CXCL10 CXCL3 CXCR5 CYBB CYTH1 DENND4A DENND5A DNAH7 DNAJC16 EIF4E3 ELP5 EPHX1 ESCO2 ETS2 FAM3C FAM53C FAM98B FBXO17 FCMR FGL2 FOXP3 FRMD6 GADD45B GBP4 GOLM2 GPHN GPR146 GPR34 GPR83 GPX2 GPX7 GSTM4 GZMB H2BC5 HBB HEPACAM HIBADH HLA-DMA HLA-DOB HLA-DQA1 HLA-DRB1 ICAM1 IFNGR2 IFT80 IGF2R IKZF4 IL10 IL2RA IMMP2L INPP4B INPP5F ITGA6 ITGB8 ITIH5 JUN KCTD12 KIF12 KLF11 KLF4 L1TD1 LAD1 LAMP1 LDLR LEMD1 LRRC61 LRRCC1 LTA4H MAGED2 MCOLN3 MGAT5 MN1 MNAT1 MRC1 MRNIP MSI2 MT1E MTHFD2 NCEH1 NDRG1 NEB NEDD4L NETO2 NIBAN1 NPC2 NR1H4 NT5DC3 NTN4 NUAK2 NXPE4 P2RX7 P4HA1 PARD6G PDGFRA PHC3 PHLPP1 PI4K2B PIK3AP1 PIP5K1A PMEPA1 PPM1L PRKCI PTGS1 RAB20 RAB34 RAB39A RCN1 RGS10 RINT1 RNF130 RNF144B RPL32 RRAD RRAGD RREB1 RWDD3 SAMD8 SDHB SEC22C SELL SERINC5 SESN1 SH3PXD2A SH3TC2 SIGMAR1 SIK1 SLC16A6 SLC16A9 SLC2A3 SLC35D1 SLC7A7 SMPX SNX18 SRC STAM2 STON1 SULT2B1 SWAP70 SYTL2 TFDP1 TLE1 TMBIM4 TNFRSF18 TNFRSF4 TNFRSF9 TNIK TOB2 TRAF1 TRAF4 TREML2 TRIM32 UNC5CL UTP6 VAV2 VEZF1 VSTM5 WDR82 ZNF23 ZNF281 GSE20366_TREG_VS_NAIVE_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20366_TREG_VS_NAIVE_CD4_TCELL_DN AAK1 ABCC10 ABHD15 ABHD16A ABLIM2 ADH1C AMPH ANGPTL4 ANKRD35 AP1S2 AR ARL2 ASB9 ATP10A ATP8A2 ATXN7L3B AXIN2 BATF2 BCHE BCL2A1 C11orf65 C11orf97 C16orf96 CASP1 CASP4 CCDC141 CCDC167 CCDC70 CCDC88A CCL7 CD4 CD40LG CDC42EP1 CDK5R1 CGREF1 CNGA1 CNTN1 COG1 COMMD8 COX10 CPVL CRYAA CTTNBP2 DAPL1 DENND2D DNAJC6 DUSP28 DUSP6 DYSF EEIG1 EHD3 ELMOD3 EMP1 ENC1 ENPP2 EVI2A EVI2B FAM171B FASLG FOCAD FXR2 FYB1 GAB3 GALNT9 GCG GGT1 GMPR GOLM1 GRK5 H2BC18 HDC HID1 HPCAL1 HS3ST3B1 HSD17B11 IFITM10 IFNG IL13 IL17RE IL18R1 IL1RL2 IL2 IL21 IL4 INKA2 ITGB5 KANK3 KCNK3 KCNK5 KCNMB4 KLHDC7A LACTBL1 LANCL3 LBP LGALS3BP LITAF LPAR3 LTK LYPD6B MAN1C1 MBP MCOLN2 MCTP2 MEG3 METTL9 MFSD6 MMP10 MSLN MSX2 NCALD NFATC3 NQO2 NRIP3 NTRK3 OAZ3 OLR1 OPHN1 PARVB PAWR PDE3B PDE5A PDE6B PDE7A PIK3R5 PIP4K2B PJA1 PLEKHA5 PLSCR1 PNMA8A PPIC PRR5L PSMB11 PTF1A PTGDR PTPN11 RAB11FIP5 RAB4A RALYL RANBP10 RASSF8 RFLNB RHOB RMND5B RNF144A RNF166 RNF19A RNF19B RNF43 RUNX3 RYR1 SAP30 SAT2 SCUBE3 SDR9C7 SEMA4F SESTD1 SFT2D2 SGSH SGTB SHLD1 SIDT1 SLAMF7 SLC16A5 SLC17A3 SLC2A8 SLC9A9 SLCO3A1 SMAP1 SMAP2 SMIM3 SNTB2 SORL1 ST3GAL6 ST6GALNAC2 STEAP3 STIMATE TBX21 TCF7 TDRP TEX15 TGFB3 TGFBR2 TGFBR3 THADA THBS4 THEMIS TMEM89 TNFSF13B TNFSF14 TOR3A TP53I13 TRIM36 TRPM6 TSPYL4 TTL UGGT1 VAT1L VIPR1 ZAP70 GSE20366_TREG_VS_NAIVE_CD4_TCELL_HOMEOSTATIC_CONVERSION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20366_TREG_VS_NAIVE_CD4_TCELL_HOMEOSTATIC_CONVERSION_DN ABHD15 ABTB3 ADCY7 AMZ1 ANKIB1 AP1S2 APPL2 AQR AR ARHGAP31 ARHGAP5 ATP7A B3GNT5 BCKDHA BCL2A1 BCL6 BTLA BZW2 C19orf38 CALCOCO1 CAMK1D CAMTA2 CAPNS1 CASP1 CD200R1 CD207 CD9 CD96 CDK5R1 CHD8 CHD9 CHST15 CRACDL CRMP1 CSGALNACT1 CST7 CX3CR1 CYP4V2 CYTH3 DENND2D DHRS3 DPY19L3 EEIG1 EFHD2 EGR2 EMB EMP1 ENC1 ENPP2 ETV3 EVI2A FAM120C FAM178B FAM193B FCHSD2 FHIP1B FLVCR1 FNBP1 GCNT1 GGT1 GNPTAB GOLM1 GPD2 GPLD1 GPM6B GPN1 GRAMD1A GTF2I HAUS7 HDAC4 HECTD2 HIBADH HPCAL1 HSD17B11 ID2 IFT140 IKZF1 IL2 IL21 INPP5B JAK2 KRTAP17-1 KSR1 LBP LGALS3 LIMS4 LRIG1 LRP12 LYPD6B MAN2C1 MAP2K7 MAP4K4 MARVELD1 MCEE MCOLN2 MDN1 MED13L MFSD6 MICU3 MMP10 MORC2 MTHFD2L NBDY NCOA1 NPEPL1 NQO2 NRBP1 NSG2 NSMF NTRK3 P2RX7 PANK1 PARP16 PDCD1 PDE3B PDE7A PGM2L1 PIGN PIP4K2A PKP4 PLCB4 PLEKHA5 PLSCR1 POU2AF1 PPIC PPP2R2D PPTC7 PRKD3 PTPN22 PTRH1 PXN RAB11FIP5 RAMP3 RASSF8 RCAN1 RGS3 RIC1 RNF11 RNF13 RNF144A RNF19A RNF213 RNF220 RNF43 RYR1 SCG5 SEMA4A SEMA4F SEMA6D SERPINB6 SESTD1 SHLD1 SLC15A1 SLC25A24 SLC25A45 SLC25A51 SLC29A3 SLC7A10 SMAP1 SMAP2 SMARCA2 SMCO4 SPECC1L STAU2 STK32C STK39 STK4 SYNE1 TAPT1 TBC1D2B TBC1D5 TCF7 TDRP TGFBR2 TGFBR3 TLE4 TMEM140 TMEM38B TNFSF11 TNFSF13B TNFSF14 TNMD TNRC6C TOX2 TRAPPC10 TSHZ1 TSPAN13 TTC39C UBE2E2 UBE2W USP48 VAT1L VIPR1 WBP1 WDFY2 WDSUB1 ZFP69 ZNF703 ZNF846 GSE20366_TREG_VS_NAIVE_CD4_TCELL_HOMEOSTATIC_CONVERSION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20366_TREG_VS_NAIVE_CD4_TCELL_HOMEOSTATIC_CONVERSION_UP ADA ADSS2 AGPAT4 AGT AK7 ALG8 AOPEP AQP8 ARID4B ARL5A ATP2A2 ATP2B4 AVEN BCL3 BUB1B C17orf98 CALR CAPRIN1 CASTOR1 CCS CDC14B CEP57L1 CHCHD10 CLSPN CNDP2 CNTROB COL15A1 CRIP1 CSRP2 CUBN CYP2D6 DAG1 DBNDD2 DDN DGAT1 DLGAP3 DNAAF4 DNAAF5 DUSP4 E2F7 ECM2 ENTPD1 EPSTI1 ETF1 EXOC2 EXOSC8 F2RL3 FAF1 FAM72A FAM81A FAM83D FNTB FOXC1 FOXP3 GALK1 GBP4 GBP7 GCAT GM2A GPR83 GRB7 GZMB H2AZ1 HBS1L HEMK1 HIF1A HINT1 HIPK2 HMGCR HNRNPAB HSPD1 IFT57 IFT80 IGHM IGKC IKZF2 IKZF4 IL17RB IL1RL1 IL2RA IL2RB IL4R IMPDH2 IRAK1BP1 ITGA6 ITGAE ITIH5 KCNJ15 KLC3 KPNA2 KRAS LANCL2 LARP1 LCA5 LCLAT1 LGALS7 LSR MAN1A1 MEDAG MELK MIF MIF4GD MKLN1 MLST8 MTHFD1L MUC1 MYB N4BP2 NABP1 NCOA3 NDRG1 NEB NHP2 NHSL2 NIBAN1 NIBAN3 NINJ2 NME1 NPC1 NUCB2 NXPE4 P4HA1 PARD6G PATL2 PDCD1LG2 PDE2A PDLIM4 PENK PGPEP1L PHLPP1 PIK3R3 PIWIL2 PLAGL1 PPA1 PPM1J PRDM10-DT PRNP PTAFR PTGR1 PTP4A3 RAB26 RANBP1 RAPSN RBBP7 RBM38 RCSD1 REEP5 REXO2 RIMKLA RNF39 RRAGD RRAS2 RWDD1 S100A6 SAMHD1 SCD SEC24A SELL SESN1 SGO2 SHMT2 SLC2A3 SLC30A2 SLC35D1 SNHG11 SOCS2 SRGN SRSF2 STIM2 STON1 STX1A SYPL1 TBCA TBXA2R TDGF1 TEC TENT5A TGFBR1 TLE2 TM4SF5 TMEM64 TMPRSS4 TNFRSF18 TNFRSF4 TNFRSF9 TP53BP2 TP53I11 TPP2 TREML1 TREML2 TRIM59 TRIP13 TUBE1 UBE2D2 VAV2 XBP1 XKR5 YWHAZ ZBTB18 ZBTB32 GSE20366_TREG_VS_NAIVE_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20366_TREG_VS_NAIVE_CD4_TCELL_UP ACER3 ACOT9 ADSS2 AK7 AKAP7 ARL16 ARL5A ASXL1 ATP11B ATP6V0A1 BCL2L1 BCLAF3 BID BTF3L4 C3orf70 C3orf80 CAMKK1 CAPZA2 CBL CC2D2A CCS CD72 CD79B CD81 CD83 CDC14A CDC27 CDKN2AIPNL CHDH CHML CISH CMTM7 CNKSR3 COL15A1 CPEB4 CSRP2 CTPS1 CYB5A DCTD DGAT2 DNAH7 DNAI4 DRC1 DUSP4 ECM1 EIF5A ENO2 ENO3 ENTPD1 EPHX1 ERGIC2 ETFBKMT ETV5 EXOSC8 FAM221A FAM3C FCGR2B FCMR FOXP3 FRMD6 GBP4 GBP7 GFPT1 GNG12 GNPNAT1 GOLM2 GPR83 GPX7 GRAMD1C GSTM4 GSTO1 HBS1L HLA-DOB IFT80 IGF2BP3 IGHM IGKC IGLC7 IGSF8 IKZF4 IL17RB IL1RL1 IL2RB INPP5A ITGA6 ITGB8 ITIH5 IZUMO1R KHDRBS1 KLC3 LARP1 LCA5 LCLAT1 LRRC57 LRRC58 LRRC61 LTA4H MAN1A1 MBNL3 MED7 MGST2 MIER1 MPP1 MRPS10 MSRB2 MYC MYO1E N4BP2 NCMAP NCOA3 NDFIP2 NDRG1 NDRG2 NEB NEDD4L NOP58 NTN1 NUCB2 P2RX4 P4HA1 PARD6G PATL2 PEAK1 PENK PHC1 PHC3 PHLPP1 PHTF2 PIK3R3 PIM1 PIWIL4 PPA1 PPM1L PPP1R3F PRG4 PTCH1 PTPRS PTS QKI RAPGEF5 RASGEF1A RBMS1 RHOH RIN2 RRAGD SAMHD1 SCAMP1 SCD SDC4 SEC16B SEC24A SELENOI SELL SESN1 SH3PXD2A SHISA5 SLC14A1 SLC22A2 SLC25A19 SLC25A33 SLC2A3 SLC35D1 SLC7A7 SLMAP SMC4 SNX14 SNX9 SOCS2 SRSF2 SULF2 SWAP70 SYNCRIP SYPL1 TANC2 TENT5A TFRC TGFBR1 TIMM8A TLE2 TLR1 TMEM158 TMEM237 TMF1 TNFRSF13B TNFRSF18 TNFRSF4 TNFRSF9 TP53BP2 TPST1 TRIM59 TWSG1 UBASH3B USP47 VAV2 VRK1 WLS WWP1 ZDHHC20 ZPBP2 ZSCAN12 GSE20366_TREG_VS_TCONV_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20366_TREG_VS_TCONV_DN ABCB1 ACP3 ACSS1 ADGRG3 ADH1C ADO AEBP1 ALDH7A1 ANGPTL6 ANKMY2 ANKRD6 ANLN ANO4 AR ARHGAP17 ARSB ASB13 ATP8B4 B3GALT5 B4GALNT2 BLK BLM BTG2 C9orf24 CASP4 CCDC62 CCDC82 CCR6 CD160 CD163 CD4 CD40LG CDH20 CERS6 CFAP107 CIC CNGA1 COMMD8 CSNK1E CUX2 CYP1B1 DACT3 DDA1 DENND2D DENND4C DGKE DHH DIPK1A DIPK2A DMAC2L DNAJC3 DOCK5 DZIP1 ECE1 EDNRA EFS EGF EHD3 ENC1 ERO1B ESPL1 ESRP1 EVI2A EZH1 FAM120AOS FAM171B FAM78A FAP FASLG GAS6 GCLC GFOD2 GMFG GNG11 GNGT2 GPATCH2L GPBP1L1 GPD2 GPR18 GPX2 GRIP1 GUCA1B HECTD3 HLA-A HPS3 IFNG IGFBP4 IL12RB2 IL17RE IL2 IL21 IL4 IL6R KLHDC1 KLHL7 LAX1 LEF1 LGALS3 LPAR6 LRGUK LRP12 MBD4 MECR MGAT3 MGAT4A MICAL2 MID1IP1 MLLT11 MOSMO MYCBP2 MYLIP MYO6 NACC2 NEDD9 NFE2L2 NKG7 NKX3-2 NME4 NMT1 NUB1 NUP160 NXF1 OLR1 OVGP1 PAG1 PARP3 PARP8 PDE11A PDLIM1 PEG3 PER3 PHF24 PIK3IP1 PIM2 PITPNC1 PLCB4 PLCXD3 PLPP3 POLA1 PPEF2 PPM1K PPP1R10 PPP3CB PXYLP1 RAB3GAP1 RAB3IP RAD51AP1 RAI14 RALGPS2 RAP1GAP2 RASGRP2 RASSF2 RFLNB RINL RNF13 RNF170 RNF19A RNF19B RPL13 SCRN3 SEMA4A SESN3 SF3B2 SFI1 SGK3 SGMS1 SGPP1 SKP2 SLAMF7 SLC16A10 SLC39A6 SLC49A4 SLC4A5 SMIM3 SMOX SMUG1 SNAI3 SOAT2 SPATS1 SPIRE2 SPR STK26 STT3B TBC1D24 TDRP THEMIS2 TMEM176B TMIE TMPRSS11D TMTC4 TNFSF14 TRIOBP TRUB1 TTC3 TWF2 VSNL1 WT1 XKRX ZFP82 ZNF354A GSE20366_TREG_VS_TCONV_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20366_TREG_VS_TCONV_UP ACOT11 ACOT9 ACP7 ADAMTS6 ADPRHL1 AK7 AKR1C2 ALK AMOTL2 ANK3 ANXA8 ARG2 ARHGDIG ARL8B ARMCX4 AS3MT ATG5 AUTS2 BAALC BCAP29 BCLAF3 BHLHA9 C3orf70 C4orf51 CABS1 CASP3 CBR4 CCRL2 CD200R1 CD300LF CEP112 CFAP53 CILP2 COPZ2 CRISPLD1 DAB2IP DAW1 DCAF5 DHRS3 DMD DMRTC1B DYRK3 EGLN3 EGR3 ELOVL6 EMILIN2 ENO2 ENPP4 EPHB2 ERMP1 ETFBKMT FAM163A FAM217B FAR2 FGF16 FRMD5 FXYD2 GATA3 GIPR GLIPR1 GNAT1 GNB4 GNG12 GNPNAT1 GPIHBP1 GPR15 GPR160 GPT2 GRIN2A GSR GTDC1 HAPLN1 HNRNPLL HTRA4 IGF2BP3 IKZF2 IKZF4 IL17RB IL18 IL1RL1 IL1RN INPP5A INPP5F ITGAV ITIH5 IZUMO1R JAKMIP2 KHDC1L KIAA1958 KRTAP21-1 LAG3 LCLAT1 LIG1 LMAN1 LOXL3 LRBA LRRC57 LRRN4 LZTS3 MAN1A1 MANBA MATN2 MB MDH1 MFSD14A MRFAP1L1 MRPS6 MYO3B N4BP1 NAPSA NCBP3 NCKAP5 NDFIP1 NEIL1 NFYB NKX2-2 NLRP3 NMU NRN1 NRP1 NTMT2 NUCB2 ODF4 OR51E2 OXTR P2RX4 PARD6G PATL2 PCDH11X PDE10A PEX11A PFKFB2 PGGHG PIK3R3 PIWIL2 PLAGL1 PMEL PPM1L PPME1 PRICKLE1 PRKAA2 PRNP PRRG2 PRSS41 PYGM RAB10 RAP2A RAPH1 RETREG1 RFESD RHOBTB1 RIN2 SCAMP1 SCEL SEC16B SH2D1A SH3GL3 SHMT1 SLC16A9 SLC17A5 SLC35F5 SLC9B2 SMAD3 SOCS2 SOCS5 SOHLH1 SPTLC1 SRD5A2 SREK1 SRXN1 SUFU SULT1A1 SUSD4 SV2C TBC1D30 TCEAL8 TDRD5 TFAM TLE2 TMEM107 TMEM119 TMEM169 TMEM42 TMEM59L TRAM1L1 TRIM31 TTN TTR UBE2V1 VAV2 WDR81 XXYLT1 YAP1 ZBED5 ZBTB34 ZCCHC18 ZDHHC15 ZFYVE9 ZNF862 ZSCAN12 GSE20484_MCSG_VS_CXCL4_MONOCYTE_DERIVED_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20484_MCSG_VS_CXCL4_MONOCYTE_DERIVED_MACROPHAGE_DN AAGAB ABCA3 ABCA6 ABCA7 ACSL5 ADCY7 AFF1 AHCYL2 AHNAK AKAP11 AKAP17A ANKRD12 ANXA7 APBA3 ARF6 ARHGEF12 ARL13B ARL6IP6 ATF7IP ATL3 ATP2B1 ATXN7 BATF3 BCL11A BLNK BLTP2 BTAF1 BTBD7 C12orf57 C1QB C1QC C3orf14 CALHM6 CAMK1D CASP1 CCDC112 CCR6 CD1C CDK13 CEP350 CERS6 CHORDC1 CLASP1 CMTM6 CST4 CST7 CTCF CXCL8 DAPK1 DCBLD1 DCK DCLRE1C DCUN1D1 DDHD2 DIP2A DNAJC21 DOK2 EFHD2 EIF4ENIF1 FAM241A FAM50A FBXW12 FGL1 FGL2 FLVCR2 FN3KRP FOXP1 FPR3 FTX FZD3 GCC2 GCNT1 GRK3 GUSBP3 HACD2 HCFC2 HDAC4 HERC1 HIPK1 HLA-DPA1 HLX HNRNPR IFT25 IGF1R IL13RA1 IL23R IL6R INSIG2 INTS15 IPCEF1 IQCE JAK1 JARID2 KCNK6 KDM4C KIDINS220 KMT5B KRCC1 LIX1L LNX2 LTB MAP3K13 MARCHF8 MBD6 MDM4 MKNK2 MOBP MPHOSPH8 MPPE1 MVB12B MYRF NECAP2 NFATC2 NIPAL2 NLN NUB1 ORAI1 OTUD1 OTUD3 P2RY6 PAK2 PALS1 PCYOX1 PDE4C PDS5A PHF2 PIP4K2A PKD1P6 PKN2 PSEN1 PSMA3-AS1 PTBP3 PTGER2 PTPRJ PUM2 RASAL1 RFFL RLF RNASE6 RNF114 RNF144B RNF169 SACM1L SCRN1 SEC14L1 SEMA4F SENP7 SETX SGPL1 SLC25A30 SLC25A48 SLC66A2 SLCO2B1 SMG5 SNRNP200 SNRNP25 SOCS1 SP2 SPG11 SPG7 SRI SS18L1 SSBP2 STAT5A STAT5B STK38L SUB1 SUDS3 SYT8 TAF4 TBC1D17 TBC1D5 TDRD7 TMEM87A TNFRSF14 TOX TRIM25 TXLNA UBN1 UBXN2A VAMP3 VPS13B WBP4 WDR47 ZC3H7A ZCCHC14 ZCCHC8 ZFP3 ZNF354A ZNF451 ZNF555 ZNF618 ZNF704 ZNF789 ZZEF1 GSE20484_MCSG_VS_CXCL4_MONOCYTE_DERIVED_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20484_MCSG_VS_CXCL4_MONOCYTE_DERIVED_MACROPHAGE_UP AARS1 ACADVL ADM AIM2 AK3 ALG3 ALKBH2 APLP2 ARFIP2 BTF3L4 BTN3A2 CCL7 CD248 CD48 CD82 CHAF1A CHCHD4 CHN2 CHST15 CIBAR1-DT CLDN14 CLEC11A CLMN CNST COG2 COL7A1 COL8A2 COX5A COX7A2L CR1 CSTPP1 CYB5R2 DBH-AS1 DMAC1 DNAJC24 EFL1 EIF3I EMC7 ENTPD7 EPHB4 F8 FAIM FASTKD2 FCGR1BP FCGR3B FGR FHAD1 FJX1 FOXO3 FXYD1 GABARAPL1 GART GCNT3 GEMIN6 GK5 GPHN GTF3C2 HDX HIPK2 HLA-F-AS1 HMGN2P46 HOXD9 HSPA9 HYPK IFRD2 IFT22 IFT46 IL17RA INTS10 JUNB KCNC1 KLHL5 KMT5C KXD1 LAGE3 LHFPL6 LINC00963 LINC00968 LRP12 M1AP MAGED1 MAIP1 MAPK1 MCAT MITF MLF2 MPDU1 MRPL12 MRPL2 MRPL21 MRPL23 MRPL24 MRPL42 MYC MYDGF NAXE NDUFA3 NDUFA9 NDUFAF2 NDUFB1 NDUFB9 NDUFS1 NELFE NEUROD6 NEXN NOD2 NOTCH4 NSMCE1 NUDT6 OAF OXNAD1 PARVG PDCD4-AS1 PDP2 PDSS1 PEX7 PFDN1 PFKFB4 PHC1 PLEKHA7 POLB POLR1C POMGNT1 PPARD PRRG2 PTGR1 RAB13 RAB34 RARS1 RCC1 RGS3 RIDA RNASEH1 RPL22L1 RPL24 RPL29 RPS12 RPS27A RPUSD1 RTL6 RUVBL1 SCN5A SCOC SDHB SEMA4G SERPINB1 SHE SIL1 SLC28A3 SLC2A1 SLC2A3 SLC36A4 SLC37A2 SLC43A3 SLC49A3 SLC4A7 SLC7A8 SLIRP SLITRK4 SNHG16 SNORD89 SPNS1 SPTBN1 SRSF1 SSX2IP ST3GAL5 STEAP3 SUCLG1 SUCLG2 SWSAP1 SYT11 TGIF2 TGM2 TMEM156 TRBV7-3 TRMT44 TSC22D1 TSFM TSPAN3 TSTD2 TTC8 TTI2 TUFM TWNK TXNRD1 UCK2 UGT2B17 VAV1 WDR12 WDR13 WDR46 XPOT XPR1 ZDHHC9 ZMIZ1-AS1 ZNF219 ZNF683 ZNF703 ZXDB GSE20500_CTRL_VS_RARA_ANTAGONIST_TREATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20500_CTRL_VS_RARA_ANTAGONIST_TREATED_CD4_TCELL_DN ACTR5 AHSA1 ALDH18A1 ALDH5A1 ARFIP1 ARHGEF40 ATAD2B ATIC ATP5MC3 BAD BCAT2 BCS1L BIRC5 BLCAP BLVRA BORA BUB1B C12orf29 C17orf80 CAPG CAPN5 CAV1 CD244 CDC40 CDK11A CENPM CLOCK CLSTN1 CMAHP COLGALT1 COX7A2 CTNNBIP1 CXCR4 DDX11 DDX28 DDX41 DIXDC1 DSCC1 E4F1 ECHDC2 ECM2 EHMT2 ELAVL1 ETV5 EVI2B FAM13B FAM86C1P FEN1 FLAD1 FMO6P FOXRED2 FRAT1 FUCA1 GABRA3 GATD3 GIMAP5 GIMAP6 GINS2 GLOD4 GMNN GOLGA5 GSTT4 GTF2H4 HARS2 HPS4 HPS6 IDH1 IMP4 ING4 JADE1 JAG2 KAT7 KDM3B KDM6A KIF17 KNOP1 LARP1 LGALS9 LIMK2 LSM1 LSM4 MARCHF8 MAST2 MDM1 MIEF1 MPHOSPH10 MPI MRPL20 MRPL4 MRPS12 MRTFB MTERF1 MTIF2 NAT10 NBL1 NDUFB8 NDUFC2 NECAP1 NELFCD NFKBIE NGRN NHEJ1 NSUN5P2 NTAQ1 ORC5 OSM PAPOLG PDS5B PDSS2 PEX1 PIP4K2C PLCG1 PLK1 PLSCR1 POLR2B POLR2G POLR3K POMZP3 POP1 POR PPP1CC PPP5C PRC1 PREB PRR14 PRRG4 PSMB9 PSMD9 PTER PTPRA RABEPK RANBP1 RBPJ REXO2 RFXAP RHOA RNASEH2A RNF146 RNF7 RPA1 RPL18 RPS6KA1 RRP1B RUVBL1 SCCPDH SHMT1 SHPK SLC35A1 SLC9A6 SMG8 SNAPC4 SNHG17 SNRNP25 SORT1 SOS1 SSR1 SSX2IP SUPV3L1 SYNE1 TARP TCFL5 TESK2 THEM6 TMA7 TMEM187 TMEM62 TMEM70 TNFAIP1 TOR1A TP53 TRAF4 TRAPPC2L TRIM26 TRMT112 TRMT61B TSC1 TUBA4A TUBG1 TXNL4A UBB UNC119B UQCRFS1 VAMP8 VOPP1 VPS41 XPO1 YLPM1 ZBTB14 ZBTB44 ZGPAT ZNF135 ZNF184 ZNF263 ZNF280D ZNF443 ZNF45 ZNF551 ZNF665 GSE20500_CTRL_VS_RARA_ANTAGONIST_TREATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20500_CTRL_VS_RARA_ANTAGONIST_TREATED_CD4_TCELL_UP ACAT2 ACTMAP ADCY3 ADORA3 AFF1 AFM AGFG2 AHCTF1 ANKRD27 AP2A2 ASCC2 ATF5 B3GALT4 B3GNT3 B4GALT3 BEX4 BIN2 BTNL3 C2CD2L C3AR1 CAD CAMK2A CBX4 CCND3 CD33 CDC42BPB CDCA4 CEACAM3 CENPF CEP170 CHRNA10 CLCN6 CLIC1 CNN2 COL9A3 COLGALT2 CORO1C CRTC3 CSK CTNNBIP1 CYFIP2 DCP2 DCX DHCR7 DNAJC1 DTX3 EHMT2 EIF2S3 ELK4 EML3 ERLIN2 ETV5 F10 FADD FADS1 FAM106A FBXL18 FBXO24 FHOD1 FOXO3 FSTL3 GAL3ST1 GAL3ST4 GJC2 GNB2 GPR87 GPSM2 GSG1 GSTA1 HMGCR HNRNPK HOXB2 HTT IPO9 IRF3 JUND JUP KCNA4 KCNB1 KCTD17 KCTD5 KDM3B KIF18B KIF21B KLC1 KMT5A LAMC3 LBHD1 LCN2 LLGL2 LMO2 LRFN3 LRFN4 MCM3AP MEA1 METTL3 MICAL3 MICB MKNK2 MSMO1 MTA1 MTRF1L MYCN MYLK3 MYO1F MYOD1 MYRIP NANOG NBN NCK2 NCOR2 NDE1 NECAP2 NKIRAS2 NMU NOC2L NUP205 NUP62 NUP85 OR3A1 P2RX1 PACSIN2 PAK2 PANK3 PAXIP1 PCGF3 PDLIM2 PIAS3 PIMREG PLA2G15 PLA2G2F PLA2G3 PLAT PRC1 PRDM14 PRKCA PRKRIP1 PTPN18 RAB17 RALBP1 RAPGEF1 RGS14 RGS19 RHBDF1 RHOT1 ROBO3 ROBO4 RRAS SAC3D1 SC5D SCMH1 SCN3A SELPLG SLC1A2 SLC25A22 SLC35E1 SLC5A7 SLC9A1 SMS SNHG20 SNRNP200 SNX6 SPCS1 SPECC1L SPHK2 SQLE SRF SRSF6 ST3GAL5 SYN2 SYT17 TBC1D17 TBXA2R TCF25 TCF7 TERT TK2 TLL1 TM7SF3 TMEM184B TPPP TPST2 TRAF2 TRAPPC2 TSNAX TTLL7 UBC URB1 USP20 VASH2 ZBTB7A ZFHX4 ZNF180 ZNF551 ZNF629 GSE20500_CTRL_VS_RETINOIC_ACID_TREATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20500_CTRL_VS_RETINOIC_ACID_TREATED_CD4_TCELL_DN ACBD3 ACE ACTA1 ACVR1B ADRM1 AEN AK1 AKAP8 AMMECR1 APOM ARAP3 ASCC1 ATP2A2 BAZ1A BCAR3 BTG3 BTN1A1 CBX4 CCNP CD59 CDV3 CEBPB CENPT CHST8 CLEC5A CLK1 CLMN CLTC CLUHP3 CMC2 COL6A3 COL7A1 COQ2 COQ7 CRABP2 CSGALNACT2 CSNK1G1 CST7 CTSF CTSH CTSV CYP2U1 CYP4F2 DCP1A DDX27 DNAJC12 DNASE1L2 DOT1L DPF1 DXO EFNA2 ELK1 ENSG00000289047 ERICH1 ERP44 F2R FAS FBRS FGB FGF18 FGF7 FOLR2 FOXO1 FTSJ1 GARRE1 GAS1 GDAP1 GNAI3 GOLGA2 GPC4 GRIN2B GSK3B GSN GTF2F1 H2BC21 HAPLN1 HEXIM1 HIPK3 HTR7 ICAM2 IER5 IFIH1 IGFBP2 IL18R1 ILRUN IPO7 ITGAM ITGB1BP2 ITM2C ITPR3 KATNBL1 KATNIP KCNN4 KHNYN KLF3 KLF7 KRT83 LINC01565 LMCD1 LRRFIP2 MAGEA11 MAMLD1 MAP1B MEIS3P1 MELTF MFSD6 MPO MTCH1 MX1 MYO1B MYO6 MYT1 NFKB2 NPAS3 NRIP3 OR52A1 OSGIN1 OSMR PABPC4 PAH PDE6G PFDN2 PFKFB3 PI4K2A PLEK2 PLEKHA4 PLOD3 PMFBP1 POMP PPEF2 PPIF PPP1R11 PPP1R2C PRODH2 PSG1 PSMD13 PYGL RAB22A RAB3GAP1 RB1CC1 RC3H2 RGS17 RHBDL1 RHOBTB3 RPL13P5 RTF2 RUBCN RUSC2 S100A6 SCARF1 SEC16A SEC23B SEMA6A SFT2D2 SH3BP5 SHROOM2 SLC17A4 SLC25A32 SLC38A4 SLC3A2 SLC8A2 SLK SNRK SORBS3 SORT1 SPATA31C2 SPDEF SPTBN1 SPTBN5 STAT3 SYCE1L TBXAS1 TCP11 TGFBR3 TMEM51 TNFRSF12A TNFRSF4 TNFSF13 TNFSF14 TNNC2 TOPORS TPSD1 TRDMT1 TRIM21 TSSK1B TUBA1A TYMP UNC5C USP2 WDR26 WHRN YBX3 YTHDC1 YWHAH-AS1 ZKSCAN1 ZMAT3 ZNF143 ZNF771 GSE20500_CTRL_VS_RETINOIC_ACID_TREATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20500_CTRL_VS_RETINOIC_ACID_TREATED_CD4_TCELL_UP ABCF3 ABHD17A ABRAXAS2 ACTL6A ADAM10 ANKRD17 AP2S1 APLP1 ARFIP2 ASH2L ATP5F1D ATP5ME B4GALT6 BAG2 BARD1 BBS4 BCS1L BMAL1 BNIP3L BRCA2 C11orf71 C3AR1 CAD CCNE2 CCT7 CD244 CD99 CDC23 CDKN2A-DT CEP192 CEP68 CEP76 CHFR CHST2 CNOT8 CNOT9 COA7 COPS7B COQ4 COQ8A CYP2E1 DAP3 DCAF17 DCP2 DCUN1D4 DDX46 DDX49 DHX32 DNAJA3 DNM1L DNPEP DOLPP1 E2F2 EFNA3 EIPR1 ERP29 EYA4 FAM162A FBXL5 FBXO46 FEZ2 FHL1 FN3KRP FZD3 GIGYF2 GINS2 GNPDA1 GPSM2 GSTA4 HAGH HARS2 HIKESHI HINT1 HIRA HLA-DPA1 HNRNPF HS6ST1 HSD17B6 HTATSF1 HTRA2 IDH2 IFNAR1 INPP5E KDELR2 KEAP1 KIF2C LAS1L LDHB LMNB1 LMO4 LRRC20 LSM4 LSM7 MANSC1 MEAK7 MED16 METTL18 MGST3 MIS18A MLC1 MLYCD MPST MRPL28 MRPL9 MRTFB MTERF3 MTRR NAA16 NARS1 NAT9 NDUFA8 NDUFAB1 NDUFB11 NDUFC2 NECAP1 NENF NFKBIE NGLY1 NLRX1 NOL7 NSDHL NUP62 OARD1 OCLN OGDHL PCYOX1L PDCL PEG3 PEX1 PEX14 PEX6 PEX7 PGAP2 PIGH PINLYP PLEKHJ1 PLSCR4 POP1 POU2F1 PPCS PPIE PRDX3 PRICKLE3 PRKCH PRKDC PSMB1 PSMB2 PTGS1 PTPN18 PTPRA PWP1 RAB11A RAB5IF RAN RCAN1 RFK RPL34 SCPEP1 SET SHMT1 SLBP SLC13A3 SLC25A6 SLC35A1 SLC38A10 SNRPD3 SNRPG SORBS1 SPI1 SPTSSA SRPK2 ST3GAL4 SUPT20H SYNCRIP TESMIN TIMM17A TIPIN TMEM109 TMEM187 TNFAIP1 TP53 TRAPPC12 TTF2 TUBB TUBG1 UBE2E3 UBE2L3 UNC119B UNKL VAV3 VPS26A YIPF1 YLPM1 ZBTB18 ZFTA ZHX3 ZNF394 ZNF415 ZNF74 ZSCAN32 GSE20500_RETINOIC_ACID_VS_RARA_ANTAGONIST_TREATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20500_RETINOIC_ACID_VS_RARA_ANTAGONIST_TREATED_CD4_TCELL_DN ACSL3 ACTL8 ACYP1 ADNP2 ADRB2 AFF4 AGAP2 AGO2 ALG13 AMMECR1 ANXA1 ANXA10 ARF6 ARHGEF7 ASH1L ATF1 ATF5 ATP2B1 ATXN3 B3GNT3 BACH2 BCL10 BCL2A1 BEX1 C11orf24 CA1 CALCOCO1 CAMSAP2 CAPN2 CASP7 CBX4 CCDC59 CDC37 CDV3 CEBPB CEP70 CHGA CHRD CHRNA10 CHSY1 CLIP2 CMC2 CMKLR1 CNIH4 CNTRL COPB1 CTRC CTTN CYTH4 DAPK2 DCP1A DENND1C DNAH17 DNAJB12 DOCK10 DR1 ECD EFHD2 EIF4E EIF6 ELK4 ENDOD1 EPHB4 EPHB6 ERCC1 FAM83E FASTKD5 FBXO28 FFAR3 G3BP2 GAK GALNT6 GCLM GHITM GLS GOLGA7 GPC1 GPR52 GRM1 GSPT2 GVINP1 H2BC4 H2BC9 HGS HGSNAT HMGCS1 HOXB9 HS3ST3A1 HSPA13 HSPA9 IGBP1 IL1R2 ITGB6 ITPRID2 JMJD6 KCNC4 KPNA2 KRT8P12 LEMD3 LIPG LPXN LRRC8B MACO1 MAD1L1 MADCAM1 MAMLD1 MDM4 ME1 MEF2D MEX3C MMP2 MOAP1 MORF4L2 MSC MSX1 MTSS2 MUC5AC MYH7B NCAPG NFE2L2 NR3C1 NR4A1 NRDC NSMF NUP58 NUP88 ODF2 ODR4 OSGIN1 PCGF3 PCK1 PDE4DIP PELI1 PFKFB3 PHF2 PI4K2A PLK2 PMAIP1 PORCN PPIF PRNP PROC PSEN1 PSMC3IP PTP4A1 RC3H2 RGS1 RHBDF2 RNF10 RNF19B RNF208 ROBO4 RTL10 RXRA S100A11 S100P SAMD9 SCARB2 SCG2 SCG5 SFMBT1 SFPQ SGMS1 SLC12A8 SLC19A1 SMAD3 SOCS3 SPTBN1 SQLE SRSF5 STAU1 SUPT6H SYT17 TAF4 TENT4A TENT5A TGM1 TIMP1 TM4SF1 TMEM39A TMEM41B TNF TNFSF14 TP53BP2 TSPYL1 TTC4 UBA6 UBAP1 UBE2H UBE3A USP6NL WDR37 YES1 ZBTB43 ZNF274 ZNF426 ZNF646 ZYX GSE20500_RETINOIC_ACID_VS_RARA_ANTAGONIST_TREATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20500_RETINOIC_ACID_VS_RARA_ANTAGONIST_TREATED_CD4_TCELL_UP ADAMTS3 ADAMTS8 ADIPOR2 AHI1 AKAP4 ANKS1B AQP2 ARAP3 ARHGAP25 ASCC1 BAHD1 BATF BEAN1 BICD1 BTBD7 CAAP1 CANX CARD10 CBLB CCL5 CCR2 CD14 CD200 CD84 CEACAM1 CEBPB CEBPD CEMIP CETN1 CFAP46 CHMP1B CLDN14 CLDN15 COMMD3 CPA4 CPB1 CPM CRISPLD2 CSN2 CSRNP2 CTSF CYB5R1 CYP1A1 CYP4F11 DESI1 DGKB DIS3 DKK2 DLC1 DOP1A DOT1L DPYSL4 DSTYK ECM2 ENG ENPP2 ERCC6 EXO1 FABP7 FBN2 FBXO21 FLJ13224 FOSL1 FOXA2 GJB5 GLS GNG4 GPALPP1 GSTZ1 GYPE H2BC8 HBB HBP1 HCCS HEXIM1 HLA-DQB1 HMOX1 HNRNPC HOXD3 HPSE HRH4 IFNA8 IL19 IRX4 ITIH3 KCNK5 KDM5B KIAA0513 KIF25 KIT LCN1 LDAH LHX5 LRRC42 LTBP1 LYPD1 LYPD3 MAGT1 MAL MAPK7 ME1 MERTK MEST MFSD6 MRPL39 MRPS31 MT1G MTARC2 MTPAP MYG1 NBL1 NEUROD1 NFKB2 NGDN NINJ1 NKX6-1 NUS1P3 OGFRL1 OR7A17 OTULINL PAK5 PCBP3 PDIA3 PDIA6 PDK3 PHF10 PKP2 PMF1 PMM2 PNRC1 POLR3E PPARD PPP1R16B PPP6C PRDX1 PRKCH PRR4 PSENEN PSG3 PTPRG RASL11B RBMS2 RBPJ REL RGS4 RNF121 RORA RPA3 RPLP2 RUNDC3B RXFP3 RYK SCHIP1 SDC4 SEMA4D SERINC2 SFMBT1 SLC12A2 SLC14A1 SLC25A32 SLC39A14 SLC6A16 SLC7A10 SMOX SOBP SORT1 SRPX2 ST7L STEAP4 STK4 STX17 STX18 TAGLN3 TARP TCTN1 TEKT2 TFF1 TMOD2 TNFRSF1B TPBG TRMT5 TTYH1 TXN TXNRD1 UBL3 UGT2B4 ULK1 USP53 UTP14C VIP VPS41 WBP11 WDR45B WDR48 ZBTB17 ZNF287 ZNF471 ZSCAN5A GSE20715_0H_VS_24H_OZONE_LUNG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20715_0H_VS_24H_OZONE_LUNG_DN ABCB7 ABCC3 ACER2 ADAMTSL4 ADGRL4 ADORA2B ALAS1 ALDH3A1 ANAPC16 AREG ARPC5L BAIAP2 BANP BASP1 BCAR3 BCL2L1 BIK C14orf119 C1QTNF1 C1orf174 C22orf23 C3 CACNG3 CAPN2 CARD10 CARMIL1 CCDC137 CD302 CDC42EP4 CDK18 CDK2AP2 CDKN1C CDRT4 CFB CFLAR CHI3L1 CHKA CKS2 CLVS1 CNTN6 COL4A1 CP CPE CPEB3 CTH CTPS1 CTSH CXCL14 CXCL17 CYP4B1 DAB1 DAPK1 DOCK5 DUSP16 DUSP6 EFNB1 EIF4ENIF1 EIF5B ELF3 EPHA2 EPHB2 ERLIN1 ESD ESRP2 F7 FABP6 FAM131A FASN FDX1 FITM1 FIZ1 FKBP5 FMO2 FOSL1 FOXO3 FST FURIN GBX2 GCC1 GDF15 GDPD1 GEMIN6 GFPT2 GJB3 GPX2 GSN GSTA3 GSTA5 HEXIM1 HOMER2 HP ID1 IGLL1 IL33 IL34 ITIH4 KCNK1 KLF12 KLF15 KLF9 KMT5A KRT18 KRT8 LACTB LCN2 LIMS2 LRRC59 LRRK2 LYVE1 MAFF MANF MAP3K6 MARCHF6 MASP2 MAT1A MERTK MGP MT1E MT2A MTCH2 MYL6B NAMPT NASP NKTR NOTCH1 NPC2 NPR3 NUDCD1 NUS1 OSMR OXSR1 PAPLN PCGF6 PDE4B PDLIM7 PGLYRP1 PGS1 PHAF1 PIGR PLAT PLK4 PLXNA2 PNP POP5 POU3F4 PPP2R5B PPP3R1 PRDX6 PTGES2 PTHLH RAB21 RAB3IP RBM15 RBM47 RCAN2 REXO4 RGCC RIOK2 SAA1 SAP30 SCRIB SEC14L1 SERINC3 SERPINA3 SFTPD SKP1 SLC10A6 SLC15A2 SLC23A2 SLC2A1 SLC35B1 SLC38A2 SLC43A3 SLC7A6 SLPI SMG8 SNRK SOD2 SORBS1 SPCS3 SPEF1 SPHK1 SPHK2 SPP1 SRPRB SVEP1 TCN2 TGM1 TIMP1 TINAGL1 TLR4 TRIB1 TULP4 TUT1 TXLNG UBE2F VAPA ZBTB16 ZC3H10 ZC3H3 GSE20715_0H_VS_24H_OZONE_LUNG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20715_0H_VS_24H_OZONE_LUNG_UP ADCY8 ADPRM ADRB1 AHSP ALDH7A1 ANAPC2 ANP32A ARAP2 ARHGAP1 ARHGDIB ARHGEF2 ARL16 ARMCX1 ATRAID BABAM1 BACH2 BAG6 BCAS3 BEX2 BTRC C9orf64 CA2 CAMK2G CASP8 CCL5 CCR2 CD19 CD2 CD27 CD36 CD3G CD53 CD6 CD7 CDC42SE2 CDH5 CDKN2C CIZ1 CLEC7A CORO1A CRIP1 CSRP1 CXCR4 CYB5R3 CYTH3 DCTN6 DGKZ DNAJC8 DYNLRB1 ELK3 EMP2 EPB41L5 EPHA1 ETS1 EVL FCRL1 FERMT3 FHDC1 FIG4 FMNL3 FOXP1 FXYD1 FZD2 GAB1 GASK1B GATC GNB4 GNG10 GNG11 HACD4 HADH HCFC1 HCST HFE HHIP HLA-B HMG20A HMGB2 HNRNPR HPS3 HS2ST1 ICAM2 IFT46 IGKC IKBKB IL2RG IRS1 JPT1 KCNH2 KDR LIMD2 LMO2 LRRC56 LSP1 LXN MAP4K1 MDM1 MEOX2 MGLL MMP11 MPDU1 MPND MPP1 MRPL27 MRPS35 MS4A6A MYLIP MYO1F MYO1G NCF4 NCR1 NHSL1 NIT1 NREP NRP2 NUP210 NUP42 OAZ2 PACS1 PARP12 PDCD4 PDGFA PECAM1 PIGP PITPNM1 PKP2 PLCG2 PLEKHA6 PLSCR3 PMPCB POLR3C PPFIBP2 PPP2R3A PPT1 PRDM1 PRKCB PRODH PTGER2 PTPRC PTPRS RAC2 RAI1 RALB RAMP1 RASA3 RASGRF2 REEP3 RFX5 RGS2 RHPN2 RIOK1 RIPOR2 RMND5B RNF138 RPA3 RTN1 S100A8 S100A9 SATB1 SCN7A SELL SEMA4D SEPTIN10 SERPINB1 SERTAD2 SHISA5 SLC38A5 SLC40A1 SLC6A6 SLFN12 SMIM14 SNX2 SPNS2 SPRYD3 SQOR ST8SIA4 STMP1 TANC1 TBX2 TCEA3 TCF7 TCTA TGFB2 THEMIS2 TK2 TLCD2 TMED4 TMEFF1 TMOD3 TNFSF10 TRADD TRIM21 TRPV2 TSPAN13 TYROBP USHBP1 XCL1 YPEL5 ZBTB22 ZMYM4 GSE20715_0H_VS_24H_OZONE_TLR4_KO_LUNG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20715_0H_VS_24H_OZONE_TLR4_KO_LUNG_DN ABHD17C ACER2 ACTC1 ACTN1 ADAMTS15 ADM ADORA2B ALDH3A1 ALKBH5 AMOTL2 ANAPC16 ANGPT1 ANGPTL4 ANLN AP3S1 AREG ARG2 ARHGEF7 ARL4D ATF4 ATP6V1G1 BCL2L1 BCL3 BMAL1 BMP2 C6orf136 CAPN2 CARHSP1 CCDC71L CCDC85A CCL17 CCL22 CCN2 CDK18 CDKN1A CDO1 CFB CKMT2 COL4A1 COP1 CSNK1E CTSH CTTNBP2NL CXCL17 CXCL2 DAPK1 DCTN3 DNAAF5 DUSP6 DYRK1A ECHS1 EDN1 EIF3J EIF4E EIF6 ELF3 ELN EPHA2 ERLIN1 ESRP2 ETF1 F3 FAM216A FASN FBXO15 FER FST GADD45G GDPD1 GJB6 GLUL GOT1 GPX2 GSPT1 GSTA3 HEXIM1 HGF HILPDA HINT1 HOMER2 HP HSD11B1 HSD17B4 HSPA5 IDH3A IFNGR1 IFRD1 IL1RAP ITGB1BP1 ITPRID2 KCMF1 KCNE2 KCNK1 KCTD10 KPNA1 KPNA2 KRT18 LAMA2 LBP LCN2 LDLR LEPR LGALS3 LGALSL LIPE LOX LPAR1 LPL LRG1 LRRC2 LRRC59 LTBP2 LYVE1 MAFF MAL MAN1A2 MAN2A1 MAPK1 MFAP2 MLXIP MMP14 MT1E MT2A MTA1 MYBPC3 MYC MYD88 MYOM1 MYOM2 NDE1 NEDD4L NEK7 NFIL3 NPR3 ORC2 ORC4 OSMR OXSR1 PDE4DIP PDK4 PGD PHF10 PKP4 PLA2G12A PLEKHF2 PLIN2 PMEPA1 POLR1C PPA1 PPRC1 PRDX6 PRKAR2A PRR14 PTPN11 RAMP2 RANBP9 RAP1A RGS4 RHOU RIOK2 RPRD1A RRAS2 RSRP1 SAA1 SELENBP1 SEMA5A SEMA7A SENP2 SERPINA3 SFN SH2D3C SLC10A6 SLC15A2 SLC23A2 SLC30A7 SLC39A14 SLC3A2 SLC45A3 SLC7A6 SNRK SOCS3 SPP1 SPSB1 STAU1 STK39 TGM1 THBS1 TIMP1 TLR4 TMCC3 TRIM29 TRIM3 TUBB6 UBE2G2 USP8 VAPA VMP1 ZBTB16 ZFAND2A ZFPM1 GSE20715_0H_VS_24H_OZONE_TLR4_KO_LUNG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20715_0H_VS_24H_OZONE_TLR4_KO_LUNG_UP ABCG1 ACVR2B ADCY8 ADD1 ADH1C ADISSP AFG1L ALPL ANGPTL2 ANO1 ANP32E ANTKMT AP3M2 AQP5 ARHGAP9 ART4 ATP1A2 B3GNT9 BCL11B BEX2 BLNK BRI3 C19orf48P CAPN1 CAVIN2 CCN5 CCR2 CD19 CD247 CD3D CD3G CD79A CD79B CDKN2C CHST12 CIRBP CLN6 CMTM7 CNN2 CNR2 CSF1R CUEDC1 CYB561D2 DAPK2 DBP DDR1 DDX42 DDX59 DERL1 DKK3 DTX1 DUSP2 EBF1 EBPL ECRG4 EFNA1 ELP2 ENOX2 EPB41L3 EPB41L5 EPHA1 EPHX1 EVA1A EXOSC8 EXTL2 FABP1 FABP3 FAIM FAM174B FBLN5 FIG4 FKBP3 FOXP1 FUS G0S2 GAMT GASK1B GLCCI1 GLIS2 GMPR GREM2 GUK1 H1-0 HDAC7 HDDC2 HFE HLA-DOA HLF HOXA5 HYI ICOSLG IFIH1 IGSF6 IL15 IL7R IQGAP1 ISLR JARID2 KHDRBS1 KLK8 KLRD1 LAMA3 LAT LCMT1 LIMD2 LPP-AS2 LRRC23 LSP1 LYSMD2 MAPK12 MCUB MEOX2 METRN MLH3 MMP11 MORN4 MRPS35 MYH7 MYO6 NOTUM NR1D1 NR1D2 NREP NRP2 NUP37 OAS1 OSBPL5 OXTR PARP12 PCBP4 PDCD4 PDGFA PER3 PLAC8 PLCE1 PLEKHA6 PLIN3 PLVAP PLXDC1 PLXND1 PNLIPRP1 PPIF PRDM1 PRKCB PRXL2B PSMB8 PTP4A3 PTPA PTPRE PTPRO PTPRS PYCARD RAD51AP1 RALGPS2 RASD2 RBM38 RBP1 RDH14 RERE RFX5 RGS10 RGS2 RRM2B RTP4 SASH3 SATB1 SEPTIN4 SERPINB1 SFXN3 SIDT1 SLC12A7 SLC1A5 SLC25A47 SLC4A3 SLC52A3 SMIM8 SMPDL3B SORT1 SOX4 SPATA13 SPATS2L SRI SRPX2 ST8SIA2 TAP1 TENT5C TEX261 TK2 TMEM119 TMEM143 TMPRSS2 TMTC4 TPST1 TSPAN15 TTC30B TTI2 VIPAS39 WDR6 ZDHHC14 GSE20715_0H_VS_48H_OZONE_LUNG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20715_0H_VS_48H_OZONE_LUNG_DN ABHD14A ADORA2B AHSA1 ANLN AREG ASF1B ATG16L1 BAG2 BAG3 BANP BARX1 BATF BIRC6 BPNT1 BUB1 CACYBP CCNA2 CCNE2 CCT6A CD14 CDK1 CDKN1A CEBPB CENPA CEP55 CHDH CHORDC1 CLIP4 CRELD1 CRELD2 CSTF3 CTPS1 CXCL17 DAPK1 DDIT3 DEDD2 DHX8 DNAJA1 DNAJA4 DNAJB1 DNAJB9 DPCD DR1 DYNLL1 ECT2 EDEM3 EIF4E ELF3 ERLIN1 ERRFI1 ESRP2 FAM120B FASN FEN1 FIBIN FKBP5 FOXJ1 FOXK2 FSIP1 FST FXR1 GCLC GCLM GDPD3 GFPT2 GHRHR GPX2 GSPT1 H2AX HAT1 HOMER2 HPX HSP90AB1 HSPA4L HSPA5 HSPA8 HSPB1 HSPB8 HSPD1 HSPE1 HSPH1 ID1 IL6 ILF2 ITIH4 KCNE2 KCTD11 KIF20A KL KLF15 KRAS KRT8 LCN2 LDHA LIG1 LUZP1 MANF MAP3K6 MAT1A MCM5 MCM7 MED21 MGP MLEC MMP3 MRM3 MRPS6 MRPS7 MTCH2 MXD3 NAMPT NASP NDC1 NEDD1 NPAS3 NPR3 NUSAP1 PA2G4 PALS2 PAPLN PBK PCLAF PDE4B PHLDA1 PHYHD1 PIGA PKNOX1 PLOD1 PMVK POLA1 POLE2 PON3 PPA1 PPP1R10 PRC1 PRDX6 PRIM1 PSAT1 PSPH PTGS2 PTHLH RAD51 RANBP1 RBM15 RBM47 RBP4 REXO4 RHOU RPS2 RRM1 RRM2 SAA1 SCT SEBOX SEC11A SEC14L1 SEC61B SERPINH1 SFN SLBP SLC23A2 SLC25A6 SLC35B1 SLC7A6 SLF2 SOCS3 SPC25 SPCS3 SPHK2 SPP1 SPSB1 SRPK1 STAM STBD1 STIP1 SYNCRIP TCEAL9 TIMP1 TK1 TLCD4 TNFRSF1B TNFSF9 TOP1 TOP2A TRMT1L TSHZ1 UBE2C UBE2F UBQLN1 UBR2 UGDH VMP1 WFDC1 XPNPEP1 XPO1 YIPF7 YJEFN3 YWHAH ZC3H3 ZNF623 GSE20715_0H_VS_48H_OZONE_LUNG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20715_0H_VS_48H_OZONE_LUNG_UP ACKR4 ACOT2 ACOT9 ACTR2 ACYP1 ADAMTS5 ADCY8 ADGRE5 AGER AKNA ANAPC2 APLN APLNR ARAP2 ARFGAP1 ARHGAP1 ARHGDIB BCAS3 BCKDHA BCKDK BMX CC2D1A CCL5 CCR2 CD19 CD37 CD52 CD79A CD79B CD81 CDC37 CDKN2C CENPB CHST12 CIRBP CLBA1 CLEC14A CMTM7 CNN2 CNR2 COL4A3 CR2 CXCR4 CYTH3 DACT1 DAPK2 DECR1 DGKZ DHX40 DYNLT1 EHD2 ELF5 ELP1 EMC3 EML3 ENTPD5 EPS8L2 EVI2B FAM107B FAM20C FBXO8 FGF18 FHL1 FIG4 FKBP1B FOXF2 FZD2 GAB1 GASK1B GIMAP1 GIMAP4 GLCCI1 GNG11 GNPDA2 GPATCH8 GPR182 GSTZ1 H1-0 HACL1 HDAC5 HFE HMBOX1 HNRNPR HNRNPUL1 HOXB5 HPS3 IFI27L2 IFITM3 IFNAR1 IFNAR2 IK IL2RG INPP5K IRAG2 IRF8 IRS1 LAMA3 LIMCH1 LIMD2 LIMS4 LMO2 LRRC26 LY86 LYL1 MAOA MBTD1 MED12 MEOX2 MFAP3 MICAL1 MMP11 MPDU1 MRPS14 MRPS17 MS4A6A MSTO1 MYH7 MYLIP MYO1C MYO1G NEDD4L NMI NUP210 OAZ2 PACS1 PBX2 PCCA PDLIM2 PGAP4 PITPNM1 PLAGL1 PLEKHA1 PLEKHB1 PLSCR3 PLVAP PLXNC1 POF1B POU2F1 PRDM1 PRKCB PSTPIP1 PTCH1 PTPN22 PTPRC PTPRE PTPRO PXMP4 RAB24 RAB31 RAD50 RFX5 RGS2 RMND5B RPS21 RPS6KA2 RTL6 SATB1 SDHAF1 SEC31A SERPINB1 SESN1 SGSH SLC10A3 SLC25A28 SLC40A1 SLC44A2 SLC66A2 SLC6A6 SLC7A10 SLCO2A1 SNX2 SORL1 SORT1 SP2 SQOR SRGN SRSF5 SSTR5 ST8SIA2 TACSTD2 TBC1D19 TCF3 TCTA TIPIN TLCD2 TM2D1 TM4SF1 TMEM131L TNFSF10 TRIM34 TSPAN17 TSPAN8 TSPYL4 WNT2 WWP2 XPA YPEL5 ZNF395 ZNF521 ZNF740 GSE20715_0H_VS_48H_OZONE_TLR4_KO_LUNG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20715_0H_VS_48H_OZONE_TLR4_KO_LUNG_DN AACS ACOT7 ACTN1 ADM AKR1B15 ALDH3A1 ALG2 APC AREG BHLHE22 BPNT1 BUB1 BUD23 BYSL CACYBP CALR CCL22 CCNB2 CCT7 CD14 CDK1 CDK2AP2 CDKN1A CEP55 CIAPIN1 CISH CKAP4 CKS1B CKS2 CLU CNIH1 COP1 COX16 COX19 COX5A CTSH CXCL17 CXCL2 CXCL6 CYP7B1 DCTN3 DDX39A DIDO1 DMKN DNAJA1 DNAJB1 DNAJC21 DPAGT1 EEF1E1 EEF1G EIF2S1 EIF3A EIF4E EIF6 ELF3 ELL2 ELN EMG1 EPCAM EPHA2 EREG ERH ERLIN1 ESD ESRP2 F3 FDFT1 FETUB FOXK2 FOXN2 GADD45G GCLC GCNT3 GJA1 GPX2 HEATR1 HINT1 HMGCS1 HNRNPAB HNRNPLL HOMER2 HSP90B1 HSPA8 HSPD1 HSPH1 HYOU1 IDI1 IGF1 IL33 ISYNA1 ITGA9 KCTD10 KDELR3 KHDRBS3 KIF20A KPNA2 KRT18 KRT8 LBP LCN2 LDHA LDLR LGALS3 LITAF LRG1 LRP2 LRRC59 LSM2 LTV1 MANF MCFD2 MDN1 METTL1 MIEN1 MIF MRPL12 MRPS18B MSMO1 MVD MYC NEDD1 NFIL3 NPC2 NRCAM OSMR PBK PCNA PGK1 PHLDA1 PLP2 PMEPA1 PPA1 PPP1R14B PPRC1 PRPF31 PRPF38B PRSS22 PSMA2 PSMD2 PTPN1 RAB2A RAD51 RANBP1 REX1BD RHOU RIN1 RPL18 RPP30 RRAS2 RRM2 S100A14 S100A6 SDF2L1 SEC23A SERPINA3 SFPQ SKP1 SLC20A1 SLC39A14 SLC3A2 SLC5A1 SMPD1 SOCS3 SOD2 SPCS3 SPP1 SQLE SRSF6 SSR1 ST13 STAM STAT3 STK40 STRAP SYVN1 TCEAL9 TFEC TFRC THBS1 TK1 TMEM132A TMEM176A TMEM39A TNC TRA2B TRAF3 TRIM3 TTK TUBB TUFT1 TXN2 TXNDC11 UAP1 UBE2G2 UCHL3 UHRF1 VMP1 VPS37C YRDC YWHAG GSE20715_0H_VS_48H_OZONE_TLR4_KO_LUNG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20715_0H_VS_48H_OZONE_TLR4_KO_LUNG_UP ABCA1 ABCA8 ABHD16A ABTB1 ACVR2B ADCY6 ADCY8 ADCYAP1 ADD1 ADD3 ADRA1B AGRN ASPA ATG7 ATP2A3 ATP8B3 B3GNT8 BCKDHA BEX2 BTG2 BTRC C1orf54 C5orf24 CAMKK1 CAVIN2 CD19 CD247 CD36 CD3D CD3G CD79A CD93 CDH13 CDKN2C CEND1 CHST12 CIRBP CLDN5 CNP COQ8A CPLX2 CPT1A CRP CRY2 CTC1 CYP19A1 CYP27A1 DBP DCBLD1 DDX42 DGAT2 DGKA DLL4 DNAH8 DOCK6 EN1 ENO3 ENPP2 EPB41 EPHX1 FABP1 FABP3 FAM98C FGF21 FNDC1 FOXF2 FUT7 FZD6 GABARAPL1 GALNT11 GALT GAS6 GASK1B GIGYF1 GPHA2 GREM2 GZMA HDAC11 HDAC7 HFE HLA-DOA HLA-DRA HLA-E HLX HOMER3 HSPB2 ICA1 ICAM2 IER2 IGFBP3 IL15 IL16 IRF8 IVD KANK3 KCNK3 KLRD1 LAIR1 LAMA2 LAMA4 LAMB3 LCK LDB3 LMBR1L LPIN1 LY6D MAGED2 MAOA MAP2K6 MAPK12 MEF2C METTL27 MKRN2 MOV10 MPP3 MRPS35 MTSS1 MYLIP NCR1 NKG7 NOX4 NPNT NR1D1 NR1D2 NTN4 NXN OGN OSBPL5 OXTR P3H3 PALD1 PALMD PCBP3 PCMTD2 PDGFA PEAK1 PELI1 PER3 PEX16 PLCE1 PLEKHG5 PLXDC1 POSTN POU6F1 PPP1R37 PRKCB PRODH PTPRC RAB3A RAD51AP1 RALGPS2 RANBP3 RBMX RDH14 RDM1 RHOH RNF167 RPL5 RPS3 S1PR4 SASH3 SCN3B SELL SEPTIN4 SERPINB1 SH2D3C SIPA1 SLC25A37 SLC2A3 SLC2A9 SLC47A1 SNCA SOX3 ST8SIA2 STAT4 STC1 STK17B SUN1 SUN2 TAP1 TBX2 TCAP TEF TMEM119 TMEM9B TNFSF10 TNNI3 TPST1 TRIB3 TRNT1 TSPAN17 TWSG1 UBE2L6 UCP2 USHBP1 VAX1 VTN XPA ZBTB11-AS1 ZNF808 GSE20715_0H_VS_6H_OZONE_LUNG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20715_0H_VS_6H_OZONE_LUNG_DN A4GALT ABHD5 ACE ACER2 ACKR3 ACOX1 ACVR1B AFF4 AGBL3 AGR3 ALKBH4 AMACR ANKS1A APCDD1 AREG ATOH7 BCKDHA BCL2L11 BCL3 BGN BRD4 C14orf180 C6orf89 CADM3 CBR3 CCDC102A CCNT1 CCNT2 CD14 CD163 CDC42EP4 CDK18 CDYL CEMIP2 CEP290 CHEK1 CLIP4 CLK3 CLVS1 COL16A1 COL4A3 CP CPSF4 CRY2 CTTNBP2NL CXCL2 CXCL6 DDX3X DPYSL4 DPYSL5 DRAP1 DRD4 DUSP11 DUSP6 DUSP7 EFNB1 EGLN2 ELF3 EPHA2 ERRFI1 FAM13C FASN FGFBP1 FNDC4 FRMD6 FSIP1 FSTL1 FURIN GALM GATAD2B GCLC GFM1 GPX2 GPX3 GSN HES6 HP HSPG2 IBTK ID1 IMPACT INPP5D ITFG2 ITGA6 ITPR3 KCNK5 KCNN3 KHDC4 KRTAP4-11 LAMA5 LEPR LIMCH1 LPAR3 LPIN2 LRRK2 MAPRE2 MARCHF6 MARCKS MASP2 MAT1A MEF2B MRPL37 MSANTD3 MT1E MT2A MTMR1 NAP1L1 NCDN NID2 NKD1 NOTCH1 NPR3 NPTXR NTMT1 NUDT6 NUP88 NUS1 OSGIN1 OSGIN2 OSMR PDCD1 PDK4 PDXDC1 PELI2 PER1 PFKFB3 PHAF1 PI4K2B PIGR PLD1 POMT1 POR PPIL4 PPP2R5B PPP5C PRDX6 PRKCH PSMD9 RAB20 RBM15 RCAN2 REXO4 RGS9 RHBDL3 RHOC RICTOR RIOK2 RS1 S1PR1 SASH1 SEC14L4 SGMS1 SHANK3 SLC10A6 SLC15A2 SLC38A2 SLC43A3 SLC6A20 SLC7A6 SNRK SOCS3 SPEN SPNS1 SPP1 SPTBN2 SST STARD8 STBD1 STOM STX3 STYX TBX5 TCEAL9 TCERG1 TIMM23 TLR2 TMEM135 TNNT3 TNS2 TOP1 TRAPPC3 TRIB1 TSC22D1 TSHB TSR3 TULP4 TXLNG TXNRD1 UBAP1 UBR2 ULK1 WDR33 WDR54 YBX1 YIPF7 ZBTB20 ZFAND3 ZFP42 ZFP57 ZNF746 GSE20715_0H_VS_6H_OZONE_LUNG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20715_0H_VS_6H_OZONE_LUNG_UP AIF1 AKR1B1 AMZ2 ANO1 ANP32A AP1M1 APLN APPL1 ARHGEF2 ASB7 ATOX1 ATP5IF1 B3GNT5 BNIP3L BTK C3orf70 C9orf64 CAMK2G CAVIN3 CBFA2T2 CD177 CDH23 CDKN2C CFAP68 CLCN5 CLDN7 CNOT2 CNR2 CRIP1 CSF1 CSNK1G1 CXCL11 CXCR4 CYP2F1 DACT1 DAD1 DCTN6 DDX41 DGKG DHRS11 DLK1 DNA2 DNMT1 DOCK7 DYNLL1 EFNA1 ELP5 ENSG00000286190 EPHA1 ESRRB EVI2B EVPL FAM110A FAM43A FCRLA FGF18 FGR FMNL3 FOLR2 FOXA2 FOXF2 FZD1 FZD2 FZD5 GAB1 GASK1B GLIS2 GPRC5B GPSM2 GRK6 GSAP H2AZ1 HACD4 HADH HAUS2 HNMT HS1BP3 IFITM3 ILF3 IMMP1L INTS3 IPO11 JPT1 KCNH2 KEL KRCC1 KRT23 LATS1 LIMD2 LMNA LSM10 LY86 LY96 LYN MAGED1 MAPK7 MC5R MDM1 MEOX2 MGLL MIS18A MPP1 MRPL3 MRPS14 MRPS28 MS4A6A MTX2 MYB MYLIP MYO1F MYO1G NAA38 NDUFB9 NREP NUP62 ORMDL1 PALMD PARP12 PCSK6 PDGFB PDLIM1 PILRB PIM2 PKP2 PLAGL1 PLD4 POLR2A PPFIBP2 PRPF19 PSMA2 PSMD5 PSTK PSTPIP1 QRICH1 RAB38 RABIF RASSF9 RCAN3 RECQL4 RGS2 RMND1 RPA3 RPL6 RPS11 RPS26 S100A13 SAE1 SCFD1 SDHD SEC61B SEMA4A SEMA4D SEPTIN6 SERPINB1 SH3KBP1 SIVA1 SLC25A45 SMIM8 SNAI2 SPI1 SQOR SRC SSBP3 ST13 TAGLN2 TCOF1 TCTA TDRP THEMIS2 TIMM10 TLCD2 TM4SF1 TM4SF5 TM9SF1 TMEFF1 TMPRSS2 TNFRSF13B TNFRSF19 TOX TPP2 TRABD TRAPPC2L TRIM47 TRIM7 TSPYL4 TTC8 TUBD1 TYROBP UNC5B UROS UTP20 VANGL1 VEGFA WNT11 WNT7A XRCC6 YIF1A YPEL5 ZBTB12 ZIK1 GSE20715_0H_VS_6H_OZONE_TLR4_KO_LUNG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20715_0H_VS_6H_OZONE_TLR4_KO_LUNG_DN ABCF3 ABHD17C ACSS1 ADRB2 AFF1 ALDH3A1 ALG2 ANKRD13A ANKRD44 AREG ARID4B ARL6IP4 ASPH ATF6 BAG1 BAG3 BMP2 C16orf87 C5orf22 CAPN15 CCDC102A CCDC137 CCDC85A CCL22 CCN2 CD9 CDC73 CDK8 CDPF1 CEBPD CEP95 CES1 CHD1 CHPF2 CLDN10 CLEC14A CROT CSN2 CTSH CXCL17 CYB5A CYP4V2 CYS1 CYTH2 DCTN3 DDX5 DESI1 DHCR24 DHX36 DLD DMKN DNAJA4 DNAJC21 DOCK5 DSP DUSP18 DYNLT4 DYRK1A EEA1 EIF4E ELL ELL2 ELOA ENTPD5 EPN2 EPS8L1 ESRP2 F2RL1 F3 FAM8A1 FERD3L FLCN FLII FZD5 FZD8 GAS1 GBGT1 GFRA1 GID4 GKAP1 GPBP1L1 GPNMB GPRC5B GSTA3 GTF2B H2AC25 HAGH HERC2 HERPUD1 HGF HP HS3ST1 HSPB1 HYCC2 IDE IGFBP6 IL1RAP INMT INPP5E IRX1 ITPRID2 KCNJ4 KCNK1 KLF6 LARP6 LBP LCN2 LIN7C LRRC49 LRRK2 LY75 MAPRE2 MBNL1 METTL8 MFN1 MSL1 MSLN MTHFR MTMR6 MYCBP2 NFE2L2 NFKBIA NR4A1 NUP153 NUP160 OAZ1 OSGIN1 OTUD4 OXSR1 PAIP1 PAQR7 PDE12 PRDX6 PRR14 PSMD12 PSMD7 PTGIS PTGS2 PVT1 RAB24 RAB34 RAB5A RHPN2 RIPK4 RMDN1 RNF13 RNF145 RORA RPS14 S100A6 SAR1B SBDS SCNN1G SCRIB SEMA5A SERP1 SERPINA3 SHOC2 SHPRH SLC23A2 SLC34A2 SLC44A4 SLC6A15 SP2 STARD7 STK39 SUCNR1 TACSTD2 TADA1 TARDBP TEF TGFA THNSL1 THOC1 TIMP4 TMEM216 TMEM243 TMUB2 TNK1 TOMM20 TRIM23 TSKU TSPAN5 UBE2D3 UBE3A UBR2 UFSP1 USP20 USP24 VAMP8 VAPA VEGFD VMP1 YRDC ZFAND2A ZFYVE21 ZNF131 ZNF280C ZNF521 ZYG11B GSE20715_0H_VS_6H_OZONE_TLR4_KO_LUNG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20715_0H_VS_6H_OZONE_TLR4_KO_LUNG_UP ABHD6 ACRV1 ACY3 ADCY8 ADI1 ANGPT4 ANXA6 APOBEC1 ASCL1 ASPDH ATG7 ATP11B ATP1A2 BBLN BCL2L15 BCS1L C19orf73 C4BPA C5orf24 C5orf47 CBLC CCM2 CCNB1IP1 CD19 CD300A CD3D CD3G CD79A CD8B CENPK CENPV CGREF1 CHGA CHST10 CHTF18 CKLF CLN3 CMTM7 CNN3 CPA1 CREB3L4 CRIP3 CTC1 CYSLTR2 DDR1 DDX10 DENND1B DHX58 DLGAP5 EDA ENOX2 ENSG00000286190 EXTL2 FAM241B FBP2 FFAR2 FGF21 FOXF2 FSCN1 FUS FUT7 GABRB2 GAL GJB5 GPHA2 GTF2H3 HABP2 HEBP2 HHATL HLA-DOB HLA-G HOXB3 HSD17B2 HSF1 IGFALS IL27RA INTS7 JARID2 KCNH3 KCNJ10 KCNN1 KISS1R KLHDC3 KLRD1 KLRG1 KMT5C KRT1 L1CAM LAIR1 LALBA LCK LUM MAP2 MAP3K11 MARCKSL1 MDH1 MED16 METRN MGAT1 MID1 MMP10 MRTFB MYO19 MYOZ3 NAGS NARF NCAN NKX3-1 NSUN4 NUP37 ORC3 P3H3 PACSIN1 PARP9 PDCD4 PHTF2 PIK3AP1 PIP4K2B PLEKHA2 PLVAP PLXDC1 PMF1 POFUT1 POLD1 PPIF PPP1R12C PRKCA PTH PTPN5 QRICH1 RAB8B RAC2 RASL11B RBM38 RCOR3 RDH13 RFNG RHOH RIPK3 RIPPLY3 RNF144A RNF19B RNGTT RPL35 RPS3 RPS6KB2 RRM2 S100A16 S100A9 SARDH SCT SCX SERTAD3 SGCA SH3BGR SIM1 SKIC8 SLC10A1 SLC25A45 SLC2A9 SLC8A2 SPATS2 SPRR2F SPRYD4 SRRM4 SSX5 STARD6 STC2 STK25 STX8 TAMM41 TDGF1 TEDC1 TENM1 TEX261 TGIF2 THBS4 TIGD5 TMEM71 TMEM9B TNFRSF18 TOX TRIM13 TSC1 TSHZ2 TTR TUBA8 TUBB4A TYRO3 UBTD1 USF1 USP26 VAMP5 VPS18 VPS53 XPNPEP2 ZKSCAN1 ZNF112 ZNF213 ZUP1 GSE20715_WT_VS_TLR4_KO_24H_OZONE_LUNG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20715_WT_VS_TLR4_KO_24H_OZONE_LUNG_DN ABCA7 ACADM ACOT9 ACTR1A AHSP AKR1B10 ALDH3A1 ALOX12 ANAPC2 ANGPTL4 AP1M2 APOE ARAP2 ARFGAP2 ARHGAP31 ARHGEF7 ARL16 ARL2BP ARMCX4 ARPC1B ARRB1 ATP6V1E2 B9D2 BABAM1 BACH2 BCLAF1 BIN3 BMAL1 BMP2 BTG2 C11orf58 C1QA CAMK2G CCDC28A CCR1 CD27 CDC20 CDK16 CDKN1A CDO1 CENPF CHIA CLEC1B CLIC1 CLN6 CLOCK COG8 COL4A1 COL5A1 CPT2 CRIP2 CYP1B1 CYSTM1 DIAPH1 DYNLT4 ECE1 ECH1 EDC4 EGFL7 ELK1 ELK4 ELN ERBB3 ESRP2 FBN1 FBXO15 FOXJ2 FURIN GABBR1 GADD45B GDPD1 GDPD2 GJB6 GRIN2C GTPBP3 HAL HBEGF HCCS HINT1 HMGCS2 HSD17B11 IER3 IFITM10 IFNGR1 IGFBP3 IMPDH1 INPP5B IP6K1 ITGA2B IYD KCMF1 KDM3A KDM5D KIF2A LDHB LIPE LLGL1 LONP1 LOX LPXN LRRC49 LSR LTBP2 LZTS2 MAPKBP1 MARCHF6 MARCHF7 MARK2 MBTD1 MED12 MGAT4B MIGA2 MMP14 MPDU1 MT1E MT2A MTA1 MTHFD1 MYOM1 NBEAL2 NDE1 NDUFS2 NEURL4 NIBAN2 NIT1 NME7 NOS3 NRGN NUDT9 NUMA1 PABPN1 PARS2 PDK4 PDLIM7 PECAM1 PELO PLEKHG2 PLIN2 PNPLA7 POLR1A PPP1R21 PQBP1 PRKCD PSMD13 PSMD4 PTPN11 PXMP4 RELN RFNG RFTN2 RGL2 RGS4 RRAD SAPCD1 SFMBT2 SFTPD SH2D3C SLC10A6 SLC15A2 SLC28A3 SLC30A7 SLC35B3 SLC37A4 SLC4A2 SLC6A8 SMAD4 SPNS1 ST3GAL5 SUCLG1 SUMO3 TAB2 TAP1 TBC1D23 TECPR1 TFCP2L1 THSD1 TJP3 TMEM259 TNK2 TOM1 TPRA1 TRAF1 TRIM25 TRIM3 TRPV2 TRRAP TTC28 TUT1 UBE2C UBR5 UNC119B USF2 USP12 VWF WDR45 XPR1 ZIC3 ZNF704 ZNF740 ZNRF1 GSE20715_WT_VS_TLR4_KO_24H_OZONE_LUNG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20715_WT_VS_TLR4_KO_24H_OZONE_LUNG_UP AAMDC ABCG1 ABCG4 ACP3 ACSL1 ACSM1 ADH1C AGPAT5 ALAS1 ALCAM ANGPTL2 ANKH ANO1 AP3M2 APBB1IP ARMCX3 ARMT1 ART4 ASPN ATP2B2 AVIL B3GNT2 BCAP31 BHLHE40 BMP4 C1QTNF12 CA8 CAVIN2 CCDC82 CCN5 CD302 CHCHD1 CHRNA5 CHRNB2 CIAO2B CLVS1 CNTN6 COL13A1 COL1A2 COL4A5 COP1 COPZ2 CPN1 CRISPLD1 CRYAB CTSS CXCL14 CYBB DCLRE1A DDR1 DNAJC1 DNM1 DOCK7 EFHD1 EMC7 EMP2 EPB41L3 EPHX1 ERAP1 FABP1 FAM76A FANCL FBLN5 FBXO3 FIG4 GBE1 GDF10 GFAP GGPS1 GNAI1 GNPDA2 GREM2 GRP HACD1 HLF HS2ST1 HSD11B1 HUNK ICAM1 IL1RL2 IPP IQGAP1 ITGA8 ITGAL IVD JKAMP KCNK10 KPNA4 LAMA3 LGALS1 LHX2 LIPA LRAT LRP2 LRRK1 MAGT1 MAPK10 MEFV MEOX2 METTL7A MFAP4 MLH3 MTO1 MUC20 MX1 NAA60 NANP NCAPG2 NFE2L2 NME2 NOL3 NOTUM NR1D2 NR2F1 OLFML3 ONECUT3 OSBPL6 P2RY14 P4HB PAIP2 PARP3 PCDHB14 PCYOX1 PDC PDCL PDGFA PDIA3 PDXK PER2 PER3 PHOSPHO1 PIGU PILRA PILRB PINX1 PITRM1 PLA2R1 PLCE1 PLXNC1 PNKD PNLIP PON3 POPDC3 PPP1R3F PPP3R1 PRIM1 PRXL2B PTGFR RAB18 RBM4 RBP1 RCN3 RERE RHOA RLN1 RORC RPE RPL11 RPL7L1 RPS27L RRAGC RRM2B SEC62 SEH1L SEPTIN2 SLC12A6 SLC16A7 SLC1A5 SLC25A24 SLC25A33 SLC35B1 SLC44A3 SLC5A7 SLC66A3 SLC7A10 SMAD7 SNAI2 SOX9 SPG11 SPICE1 SRPX2 SSPN ST7 STEAP3 SVEP1 TCOF1 TGFBR2 TLR2 TMEM119 TMTC4 TOR1AIP2 TPST1 TRAPPC13 TSPAN12 TSPAN4 TYROBP UQCC2 USP2 VPS41 WRN GSE20715_WT_VS_TLR4_KO_48H_OZONE_LUNG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20715_WT_VS_TLR4_KO_48H_OZONE_LUNG_DN ABCA7 ACOT2 ACOT7 ACOX2 ADAM17 ADSS1 AGR3 ALDH3A1 ALDOA ALG2 ALG3 ANKRD54 AP1M2 AP3M1 APPL2 ARCN1 ARFGAP1 ARPC1B ATF1 ATP6V0A1 ATP6V1H ATP7A BIN3 BLCAP C4orf19 CALHM5 CASP3 CC2D1A CENPV CHUK CKAP4 CKB CMPK1 COX5A CREB3L1 CXCL6 CYP1B1 CYSTM1 DBI DCTN4 DDX3Y DLST DMKN DRAM1 DUSP12 DYNLT1 EIF1AX EIF4G1 ELF5 ELP1 ELP2 EMC7 EPCAM EXOSC4 EXOSC7 EYA2 FADD FAM13B FDFT1 FSTL1 GAA GADD45G GAL3ST1 GALC GDA GPX2 GTF2F1 H1-0 HDHD3 HEATR1 HINT1 HINT2 HK1 HMGCS1 HNRNPD HP HPN IDI1 IL18R1 IL1R1 ING2 ITGA7 ITGA9 JMJD1C KCTD2 KPNA1 LASP1 LDLR LPCAT3 LRPPRC LRRC14 LRRC49 MFAP3 MLLT10 MRPL12 MRPL2 MRPL52 MRPL58 MRPS2 MRPS28 MSTO1 MTFR1L MYG1 MYO9B NAF1 NAGLU NDUFA4 NDUFV2 NEPRO NIBAN2 NMT1 NOXO1 NPC2 NPEPL1 NSMCE3 NUDT1 NUDT6 NUPR1 ODC1 PABIR1 PAFAH2 PARP9 PCCA PEX7 PGD PHLDA3 PIH1D1 PIK3C2A PLEKHA1 PLEKHB1 PLSCR3 POF1B PPCS PPP1R21 PRPF31 PRR13 PRRC2A PSMD2 PTGS1 PTPRE RANBP3 RAP2B RBM17 RBM43 RECQL5 RENBP REX1BD RSL24D1 RSPH9 RTL6 S100A16 SCNN1B SCRIB SEC61B SELENOM SEPTIN11 SFMBT2 SH3BP5 SHFL SLC25A35 SLC26A4 SLC39A7 SMIM11 SMU1 SOX2 SPON2 SQLE SQOR SRSF9 SSRP1 STRN4 SUMO3 SUSD6 TACSTD2 TADA1 TADA2A TEN1 TGFB3 TIMM10B TMBIM1 TMED2 TMEM160 TMEM243 TOM1 TOMM70 TRIM13 TRIM3 TRIM6 TRMT5 TTYH2 TUBA1A TUFT1 UBQLN4 VWF WDR75 WNK4 WSB2 WWP2 XPR1 ZBTB18 GSE20715_WT_VS_TLR4_KO_48H_OZONE_LUNG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20715_WT_VS_TLR4_KO_48H_OZONE_LUNG_UP ABCF2 ADAM28 ADRA1B AHSA1 AKIRIN1 AKT3 ALAS1 ALDH1A1 ALK AMN ANGPTL2 ARL4A ARL6IP6 ATG7 ATP5F1B ATRN AXL BHLHE23 C16orf74 C1QTNF12 C5orf24 CACNG4 CACYBP CADM1 CASP9 CAST CCT6A CD2 CD302 CD3D CEBPD CEND1 CIDEC CLCN1 CLIC4 CLSTN2 CMYA5 COL4A4 COPZ2 COX19 CRY2 CYP2A6 DCC DCLRE1A DEDD2 DNAJA1 DNAJA2 DNAJB1 DNAJB4 DTNA DUSP1 E2F6 EDNRB ENO3 ESYT1 EXD2 FABP1 FANCL FBXO3 FBXO32 FIG4 FKBP5 FLYWCH2 FMO2 FRMD8 FUT7 FXR1 FXYD1 GABRR2 GGA2 GHRHR GJA3 GMIP GPRC5B GPRC6A GUCY1A1 GUCY1B1 GZMA HGFAC HHIP HLA-DRA HOMER1 HSPA1B HSPA4L HSPB1 HSPH1 ID1 IKZF4 IL16 IL1RN ITGA8 ITPRID2 IVD KIF5A LCE3B LDLRAD4 LHX1 LIMS4 LMBR1 LPIN1 LRAT LTBP4 LTC4S MAGI3 MAP3K6 MARK1 MECOM MEF2A METTL7A MINDY3 MKRN2 MR1 NAA60 NCR1 NDE1 NDEL1 NDFIP1 NEK1 NFE2L2 NIBAN1 NKX2-2 NOX4 NPNT OVOL2 PAG1 PALS1 PAPOLA PER2 PER3 PILRA PJA1 PLBD2 PLEKHF2 PLOD1 PLPP3 POLA1 POSTN PPL PPP2CB PRELP PRKCH PRPF4B PSEN1 PSMC3IP RAB18 RAB43 RAP1GAP RAPGEF4 RCL1 RIMOC1 RSRP1 RUSC2 RYBP S1PR1 SARAF SCG3 SDHAF2 SEC14L2 SELENOV SEMA3B SERINC1 SGCE SGMS1 SH2D3C SLC25A24 SLC25A38 SLC29A1 SLC7A10 SNAP29 SNX3 SNX5 SOBP SOX3 STAMBP STIM1 STIP1 SUPT4H1 SUV39H1 TAGLN2 TBP TBX4 TCF12 TCIM TMOD3 TSC22D3 TWIST1 TWSG1 UBE2L6 UCP2 USP2 USP29 VAX2 VIM VTN WEE1 WIPI2 WLS YIPF7 YJEFN3 ZIM3 GSE20715_WT_VS_TLR4_KO_6H_OZONE_LUNG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20715_WT_VS_TLR4_KO_6H_OZONE_LUNG_DN AAMP ABCB6 ACAA1 ACAA2 ACSS1 ADAM19 ADPRM ADSS1 AEBP1 AFTPH ALOX12 ANP32A ANXA8 AP1M2 AP2A2 APPL2 AQR ARF6 ARID4B ARPC1B ATF1 ATN1 ATP6AP2 BCL9 BCL9L BPHL C1orf68 CAMTA2 CAPN15 CARD19 CBFA2T2 CBX4 CCKAR CCN1 CDC42EP3 CDH23 CDIP1 CDPF1 CEP41 CEP70 CFAP141 CHPF2 CLDN8 CLUAP1 CNOT4 CNTLN CP CSNK1D CYP27B1 CYP2F1 CYP4V2 CYSTM1 DAPP1 DCTN1 DDX3Y DEXI DHRS11 DHX36 DLG3 DMKN DNAAF4 DSP DYNLT1 EFNA1 EGR1 EIF3G ELOA ELOF1 EMC6 ENSG00000286190 ESRP1 EXOSC7 FAM216A FAM43A FASTKD1 FLCN FOS FXYD6 GAS1 GID4 GMNN GRIN2C HACD3 HAGH HEPACAM2 HERC2 HES1 HEXIM1 HGH1 HIBADH HS3ST1 HTRA2 IFT46 IGFBP5 IGFBP6 IGHM INTS5 IRF4 IST1 JTB JUND KEL KLC3 KMT5C LAS1L LDHB LENG8 LIMD1 LMNA LRPPRC LRRC49 LYPLAL1 MAP3K3 MARCO MED16 MROH1 MRPL47 MSL1 MTARC2 MTDH MYB NAT9 NFKBIZ NFYC NME7 NOSIP NRDE2 NUDC OS9 OSER1 OXSR1 OXT PBRM1 PIGR PIM2 PKDCC POLR2A PON1 PPIG PPP1R21 RAB34 RAP2C RBX1 RDH13 RECQL4 RFX2 RP9 RPS27 RSPH9 RUNX1T1 RXRA SCGB3A2 SCRIB SDHAF1 SEC24C SF3A2 SFMBT2 SIN3A SIN3B SLC11A2 SLC16A11 SLC25A36 SMCO4 SNHG8 SNX11 SOS2 SOX18 SOX2 SPA17 SPATA13 SREBF1 SRRM1 SSBP3 STUB1 SUMO3 TBCEL TBX1 TCP11 TEKT2 THNSL1 TM9SF1 TMEM268 TMPRSS2 TNFAIP6 TNK2 TNPO3 TRIM23 UBE3A UCHL5 USP36 UTP20 WDR33 WDR90 WDTC1 WNT11 XAB2 XPR1 ZDHHC6 ZIK1 ZNF322 GSE20715_WT_VS_TLR4_KO_6H_OZONE_LUNG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20715_WT_VS_TLR4_KO_6H_OZONE_LUNG_UP ABCA2 ABCD2 ACD ACER2 ACKR3 ACTN4 ADD3 AKIRIN1 AKT3 ANKRD1 ANXA6 APTX AREG ASAH2 ATG7 ATP1B3 AXL B4GALT4 BCL2 BFSP1 BGN CARHSP1 CBY1 CD302 CD8B CDK5R1 CEMIP2 CERS5 CFAP298 CHGA CHST2 CLCN7 CMTR1 COL15A1 COL16A1 COL4A3 COPS3 COPZ2 COX5A CRADD CTLA4 CTSS CTTNBP2NL CYBB CZIB DERL3 DNAJA2 DNAJC1 EDNRB EEF1E1 EIF2AK4 EIF4E EMC4 EPB41L2 EPHA3 EXOSC10 EXOSC2 FANCL FBXO2 FIG4 FN1 GALM GCLC GHDC GOLGA3 GPR3 GPR89B H2AX HACD1 HDAC6 HMGCR HSDL2 HSPA5 HTRA1 ICMT IKZF1 IL18BP IMPACT ITGAL ITM2B JKAMP KAT2A KCNH3 KCNJ11 KCNJ4 KCNJ5 KIAA1191 KIF20A KIF3C KLHL20 LAIR1 LCN8 LEPROT LGALS9B LRRK2 M1AP MAPK14 MDH2 MR1 MRPL42 MS4A8 MTMR6 MYEF2 MYH9 MYL9 NCOA1 NFATC2IP NOP56 NOPCHAP1 NPHS2 NPNT NT5C2 NUP160 OSGIN2 OTUD5 PCYOX1 PDE6C PHF20 PHOX2A PIK3AP1 PILRB PIP4K2B PKNOX2 PLXNC1 PMP22 POLR1E POSTN PPIL4 PRELP PRKAR1B PRKAR2A PRKCA PROS1 PRPF8 PRPSAP2 PSEN1 PSMB7 PSMD8 PTCD1 PTGFR PTGFRN PTPRA RANBP17 RBP3 RCAN1 RIOK2 RNF149 RNF4 RNGTT ROBO1 RPS6KB2 RRM1 RRP15 SAG SARAF SARDH SDC3 SEPHS2 SEPTIN2 SERPINA10 SERPINF1 SERTAD3 SETD7 SGCB SGO1 SH2D1B SKIC8 SLC12A5 SLC2A9 SLC31A2 SLC38A10 SMAD1 SMYD1 SNX10 SORCS1 SQSTM1 SRPX STAU1 STRN3 SUCO SYT12 TBRG1 TCF25 TLR2 TMCC3 TMCO1 TMED7 TPGS2 TSPAN12 TUBB4A TWSG1 TYRO3 UBA3 UBAP2L UBE2D3 UBLCP1 UGGT2 VBP1 VMA21 ZP1 GSE20715_WT_VS_TLR4_KO_LUNG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20715_WT_VS_TLR4_KO_LUNG_DN ABCA7 ACAA1 ACBD6 ACOT7 ACSS1 ADISSP AGR3 ANKFY1 ANKRD33B ANXA9 APC ARF5 ARFGAP1 ARHGAP31 ARPC1B ATF7IP2 ATG2A ATP1A3 ATP6V0A1 AXIN1 B4GALNT1 BAMBI BBS2 BCL3 BEX2 BIK BLMH BRD4 C19orf48P C1QB C4B CCDC88A CCDC88C CCM2 CELSR1 CELSR2 CFD CHAD CLCF1 CLEC10A CMTM7 CP CPOX CPSF4 CSF1R CSTF3 CUEDC1 CYB5RL CYP1B1 CYSTM1 DDX3Y DEPTOR DGAT1 DMBT1 DSTYK DYNLT1 EFNB1 EIF2B4 EIF6 EMSY ENDOG EXOSC8 FERMT3 FGF21 FOXJ1 GCSAM GLCCI1 GRPR HBEGF HIBADH HM13 HOXB13 HOXB2 HP HS6ST1 IBTK ICA1 IGFBP6 IGHM IGLL1 INPP5D KLF13 KLHL10 KMT2A KRT8 KRTAP4-11 LAMA5 LCMT1 LDHB LIMD1 LIPE LRRC23 LRRC49 LSP1 LTB MAN2C1 MAP3K11 MAPK7 MAPK8IP3 MARCHF6 MED16 MERTK METRN MIF4GD MINDY1 MLYCD MMP14 MRPS7 MT1E MT2A MT3 MUC5B MYCBP2 MYH14 MYL6B NAGS NCBP1 NFYC NLGN2 NME7 NOCT NOP53 NPR3 NSMCE1 NXN OPN1SW OTUD7B OXTR PABPN1 PDXDC1 PHAF1 PHLDA3 PIGR PKDCC PLA2G2D PLVAP PLXDC1 POU3F4 PPIG PPP1R21 PPP1R37 PPT2 PPY PRKD2 PRKG2 PRMT2 PRODH PTPN13 PTPRE RLIM RMDN3 RPP25L RPS27 SARS1 SART1 SCRIB SEC16A SFMBT2 SHANK3 SLC12A4 SLC39A7 SLC6A20 SMCO4 SNRNP70 SNRPA SPEF1 SPEN SPHK1 SPTBN2 SYNE1 SYVN1 TAOK1 TBC1D17 TNFAIP8 TNFRSF13C TNK1 TNRC6A TRIM2 TSNAXIP1 UBXN10 UBXN4 UFSP2 USP26 USP34 USP7 UTY VAMP5 VARS1 VCAM1 VIPAS39 VWF WASHC1 WNK4 XPR1 YJEFN3 ZC3H11A ZCCHC3 ZNF112 ZNF385A GSE20715_WT_VS_TLR4_KO_LUNG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20715_WT_VS_TLR4_KO_LUNG_UP ABHD17C ACKR2 ADGRE5 ADH1C ALDH3A2 ALG14 ANGPT1 ANGPTL2 ANKH ANKRD44 ANO1 ANXA1 AP3S1 APLN APOOL ARL1 ARMCX3 ASPN ATP11C ATP5F1B BGN BTG3 CALR CCN2 CD302 CD36 CD53 CD9 CDKN2C CHMP4C CHST2 CLIC4 CNTN1 COL4A3 COPZ2 CPT1A CRIPT CRYAB CSDE1 CUL3 CYBB CYTH3 DCTN3 DCUN1D1 DDX41 DDX5 DNAJA2 DYNLRB1 EIF4E EPAS1 FABP1 FAM120A FANCL FBLN5 FBXO8 FIG4 FPR2 FXYD1 GASK1B GATAD1 GATAD2A GHITM GIMAP4 GLMP GLUD1 GNA14 GOLGA3 GOLPH3 GOT1 GPR108 GPRC5B GPX3 GSPT1 GUCY1A1 HNF4G HSD11B1 HSPA5 HSPB1 IDH3A IFIT3 IL2RG IMMT ITGA8 ITGB1BP1 ITGB2 ITM2B JAK1 JMJD8 KCTD10 KIAA1191 KRCC1 LGALS9B LGALSL LMAN2 LPP LRRC2 LRRC8C MAP1LC3B MAP2K1 MAPK1 MARCKS MBNL1 MEF2A MEOX2 MINDY3 MME MR1 MS4A8 MTMR6 MXRA8 MYO10 NCBP2 NCF1 NEDD8 NIBAN1 NKAIN1 NOX4 NPNT NPVF NT5E NTRK2 ORC2 PARP12 PCOLCE2 PDGFA PDGFD PIK3R1 PLBD2 PLXNC1 PRKAR1A PRKAR2A PRKCH PRPF8 PSENEN PTGS2 RABIF RANBP1 RAPGEF4 RAPGEF6 RBP4 RCL1 RMND1 RND3 RNF13 RNF149 RPL18 RPS26 RRBP1 RTN4 SAMSN1 SAR1B SCFD1 SEMA3E SEMA6D SEPTIN2 SERINC1 SERPINB1 SERPINH1 SLC10A3 SLC25A6 SLC35B1 SLC6A14 SLC7A10 SNAI2 SNAP23 SNX2 SOD3 SP7 SPCS2 SQSTM1 SSTR1 ST13 ST3GAL2 SULF2 SURF4 SYPL1 TACSTD2 TARDBP TBC1D15 TBC1D19 TBX4 TCF21 TM9SF3 TMCC3 TMED10 TMEM100 TMEM168 TMOD3 TNFSF13B TRAPPC13 TSPAN2 TWSG1 UBA3 UBE2D3 UBL5 VEGFD VIM VMP1 WNT2 ZFYVE21 GSE20727_CTRL_VS_DNFB_ALLERGEN_TREATED_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20727_CTRL_VS_DNFB_ALLERGEN_TREATED_DC_DN ABCB4 ABCG1 ACAA1 ACADVL AGGF1 AKAP3 ALDOC ANK1 ANKRD26 ANKRD50 ANKRD62 ANXA13 ASAH1 ATP6AP1L BCR BMS1 BTRC CALHM6 CAPSL CATSPER2P1 CCDC158 CENPBD1P CETN1 CHCHD3 CKB CLEC4M CLNK CLPB CREB3L4 CRKL CRYL1 CYP2B6 DDX25 DEXI DHRS3 DNPEP DYNC2LI1 EIF2A EIF2B4 EIF3H ENO3 EPS8L2 EXOSC7 EXT1 EYS F9 FBXL19-AS1 FGL1 FHL5 FKBP14 GDAP2 GGACT GLIPR1L1 GPX8 GRK5 GRSF1 GTF2H1 HEMGN HNF4G HSD17B4 HSPB1 ID4 IFT43 IGBP1 INTS13 IRAK3 ISLR KDELR3 KLHL41 L3MBTL4 LINC00910 LINC01551 LIPK LPAR5 LSM14B LYZL1 MANBAL MIRLET7C MLYCD MOB1A MTR MXRA5 NEXMIF NF1 NOCT NOL4L NPM1 NSMCE3 ODF3B OR4A5 OR6C76 OR7E5P OTOGL OXSM P4HA2 PABPC1P2 PAQR7 PDIA3 PDK4 PDZRN4 PERP PEX12 PEX2 PGBD2 PGM1 PIGM PKIB PLB1 PNLDC1 POLK PPP1CB PPTC7 PRDM10-DT PRDX5 PTP4A2 PUM3 RAB11FIP4 RBM4 REP15 RILPL1 RIOK3 RNF122 RNF7 RPL11 RPL12 RPL15 RPL17 RPL22 RPL24 RPL26 RPL27 RPL5 RPL7A RPL9 RPLP1 RPS20 RPS25 RPS3A RPS7 RPSAP52 RSPH3 SAT2 SDF4 SEC63 SEPHS2 SERTAD3 SIL1 SLC16A13 SLC30A1 SLC35F5 SLC36A2 SLITRK6 SLX9 SNORD115-21 SNORD116-25 SNORD1A SNORD1B SNX15 SPAM1 SPATA45 SQSTM1 SRPRB SRSF11 SSR4 STAP1 SUPT3H SURF6 SYTL3 TARS2 TBL1X TENT5D TGFBR2 THG1L TKFC TMEM108 TMEM216 TMEM232 TMEM241 TMPRSS15 TPTE2P6 TRIM27 TSPAN4 TUBB2A UBXN10 UGGT2 UQCR11 UROS USP4 VAT1 VEGFA VGLL4 VPS18 ZNF223 ZNF627 GSE20727_CTRL_VS_DNFB_ALLERGEN_TREATED_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20727_CTRL_VS_DNFB_ALLERGEN_TREATED_DC_UP ABCB9 ABR ACOT9 ACSBG1 ACTN4 ADAM8 ADPRH AIFM1 AMMECR1 APOO ARID3A ARPC1B ARSB ATP1A2 ATP8B2 B4GALT5 BAIAP3 BRIP1 BTG3 C11orf16 C15orf40 CA13 CARHSP1 CARNMT1 CBX5 CCDC92 CCL4 CD80 CENPN CENPS CERCAM COQ3 COX6B1 CPD CPT2 CPTP CREB3L1 CRMP1 CTSB CX3CR1 CYB561 CYP11A1 DAPK2 DCP1B DDT DEF6 DHRS1 DHRS7 DNA2 DOLK DUSP14 DZANK1 E2F3 EFHD2 ERBB3 ERN1 ESM1 FAAP24 FAH FAM177A1 FAM20A FAM72A FAM81A FAXC FCER1G FDXR FGR FURIN G6PD GALNT14 GARS1 GAS2L1 GEMIN2 GFPT1 GHDC GINS2 GLMP GNA11 GNA15 GP5 GSR GUSB H2AX HAUS3 HMCES HSD11B1 HSF4 IL1R1 IL2RA IRAK1BP1 IRF4 ITPK1 KIAA1191 LDHA LIN37 LMAN2 LRP8 LSM2 LSP1 LSS MAD1L1 MAFG MARK1 MDGA2 MELK MND1 MRPL18 MSRB1 MUC1 NCALD NDUFA4 NEIL3 NELFE NFATC1 NFIL3 NGLY1 NINJ2 NMRAL1 NSMCE2 NUBP2 NUDT15 NUDT7 NUP37 NUP93 NUS1 OIP5 OSBPL9 OSTC PAK6 PAXIP1 PCDHGC4 PDCD1 PDCD6IP PDIK1L PFN1 PIH1D1 PIWIL2 PLD2 PMCH PMVK POGK POLD3 POLR2K PPIA PPP1R18 PRDX2 PRKX PTPN12 RAB5IF RABIF RBM44 RDH11 RFC5 RNF216 RNH1 S100A5 SEC24D SEPTIN10 SERPINI1 SF3B5 SH2D3C SH3RF1 SLC66A3 SLC9B2 SNRPC SNX9 SPAG5 SPATS2 SPC24 SSR1 ST14 SUN1 TATDN1 TCF19 TENT2 TG TMEM106A TMEM120A TMEM62 TMOD3 TNFRSF21 TNFSF9 TNNI3 TTC39C TUBB3 TUBE1 TXNDC9 UBE2V1 UBXN8 UQCRFS1 UXT VDAC3 XK XRCC6 ZBTB42 ZCCHC3 ZFP41 ZFP91 ZIK1 ZNF697 GSE20727_CTRL_VS_H2O2_TREATED_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20727_CTRL_VS_H2O2_TREATED_DC_DN ABCA15P ABHD6 ACTB ADAP2 ADD3 AHDC1 AIDA AKAP11 ALPK1 ANK3 APAF1 ARHGAP25 ARHGEF2 ASB13 ATP2B1 BCAS1 BICDL1 BTF3L4 BTG1 CAMK1D CAMK2N1 CCDC93 CD1C CD1D CD79B CDC40 CDC42BPB CDK5R1 CELF2 CEMIP2 CEP126 CHD4 CHD7 CLCF1 CNPY3 CNST COLGALT1 CR2 CRBN CYB561A3 DDX39B DENND11 DLEU1 DLL1 DMD DOCK11 DOCK2 DOP1B EBI3 ELF4 ELP3 EPB41L5 ETS1 FBXW11 FCMR FCRLA FIG4 FLNB FMNL3 FRMD4B GIT2 GSAP HCK HDAC9 HDHD3 HERC4 HIP1R HNRNPH3 IFIT3 IFNGR1 IFNGR2 IQCG JAK3 JAM3 JUNB KAT2A KHDRBS2 KIF5C KLHL36 KPNA5 KRBOX4 L3MBTL3 LAT2 LIPE LPIN2 LRPPRC LTA LTB LYST MANBA MAP4K5 MED15 MEF2A MIDEAS MIDN MIR600HG MRPS25 MX2 MYCBP2 MYO9A NAPEPLD NEK6 NEXN NR4A1 NRIP3 NTRK3 NUDCD3 NUDT3 OR52N4 PAPOLG PAQR8 PCSK7 PCYOX1L PDK3 PFDN5 PHF14 PHF20 PHKA2 PIK3IP1 PLCG2 POU6F1 PPM1K PPP2R5E PROX1 PSIP1 PTBP3 PTGS1 PTK2 PTPN6 PTPRCAP PYGM RAB11A RABEP1 RAD51B RALB RALGPS2 RNASEH2B RNASET2 RNF130 RNF20 RPL13AP20 RPL13AP5 RUBCNL RUFY1 SCRN1 SERPINB7 SIDT2 SIN3A SLC25A37 SLC2A14 SMAD3 SMC6 SMIM14 SNORA48 SORD SPECC1L SPG11 SPOCK2 SSH2 ST3GAL3 STAT5A STK10 STX7 STXBP3 SUN2 SYNPO TANGO6 TASOR TBC1D5 TERF2 TFEB TGOLN2 THADA TMED8 TMEM260 TNFAIP8 TNFRSF10B TNIP2 TOP1MT TSPAN32 UBAC2 UTRN WASHC4 WDR17 XAF1 ZBTB10 ZC3H6 ZC3HAV1 ZDHHC2 ZFHX3 ZFP14 ZNF610 ZNF678 ZNF789 ZNF850 ZSCAN18 GSE20727_CTRL_VS_H2O2_TREATED_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20727_CTRL_VS_H2O2_TREATED_DC_UP ABCG1 ACTB AKAP13 AMFR ANO9 AP1G2 ARHGAP24 ARL10 ARMH3 ATPAF2 ATRNL1 B4GALT5 BACH2 BBS10 BBX BLOC1S2 BRAF BTG1 C11orf21 C7orf57 CASD1 CCDC93 CCNY CCR6 CD1C CD1D CD72 CD79B CD81 CDK5R1 CELF1 CEP126 CEP135 CHD7 CHN2 CIAO2A CLASRP CNNM4 CNPY3 COLGALT1 CR2 CRBN CRYBG1 DCLK2 DDR1 DDX39B DEAF1 DENND11 DHRS9 DMD DOP1B DTX4 DZIP3 EGLN2 EIF4G3 ELK4 EPB41 EPG5 ERICH1 ERICH3 FAM81A FBXW4P1 FCHSD2 FCRLA FLNB FMO1 GABBR1 GFOD2 GGA1 GIT2 GNA13 GRB2 GSAP GTDC1 HCK HEATR5B HERC4 HOMER1 ID3 IFI16 IFI44 IFNGR1 IFNGR2 IL4R IL7 INTS2 IRS2 ITGAM JADE2 KDM1B KHDRBS2 KLF16 KLF4 LARS1 LAT2 LMBR1L LPGAT1 LRRC37B LRRC56 LTB LYSMD2 MADD MANBA MAP3K12 MAPRE2 MARCHF1 MAX MED15 MEF2A MEPCE MIDEAS MNDA MOB3B MX2 MYO1E NEIL1 NPC1 NUDCD3 NUMA1 PARP14 PARVG PCYOX1L PDLIM2 PFDN5 PI4K2A PLEKHF2 PLEKHG1 PLEKHG7 PRKACB PTBP3 PTP4A2 PTPN12 PTPN6 PTPRCAP R3HDM4 RAB11FIP1 RAB8B RABEP1 RASGRP2 RBMS1 RCSD1 RIPOR1 RNF130 RNF144B RNF216 RNF43 RUFY1 RYK SATB1 SDCBP SEMA4F SERPINA7 SERPINB9P1 SERTAD2 SETDB1 SF1 SIDT2 SIK3 SLC38A11 SLC6A6 SNORD116-1 SNTB1 SORL1 SPECC1L ST3GAL3 STAT5A STIM2 STXBP5 TAF7 TASOR TBC1D10A TBC1D5 TERF2 TFEB TMEM164 TMEM231 TOM1 TRAPPC9 TRIM22 TRMT2B TSC22D3 TVP23A USF1 UVRAG VHL VPS13C VPS41 WDR77 WRNIP1 WWP2 ZBED2 ZBTB7B ZC3HAV1 ZDHHC2 ZFYVE27 ZNF28 ZNF610 ZSCAN18 GSE20727_CTRL_VS_ROS_INHIBITOR_TREATED_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20727_CTRL_VS_ROS_INHIBITOR_TREATED_DC_DN AAAS ACAA2 ACP2 ACTB ADD1 ALDH1L2 ANXA2P2 APOBEC3D APOBEC3G AQP3 ARID5A ARPC5 ASPHD2 ASPM ATP11A ATP8A2 BCKDK BCL9 BIN2 BUB1 BUD13 CAMK4 CAPZB CASP3 CBLL1 CBR1 CCDC28A CCNB1 CD226 CD38 CDC25B CDCA7L CDV3 CENPE CENPU CHAD CIAO2A CITED2 COPE COQ5 CORO1A COX7A2 CPSF1 CPSF7 DAXX DBI DCLRE1A DOT1L DRAP1 DUSP5 EDEM2 ELL2 ESCO2 FAM53C FAM81A FHL1 FMO1 GAB1 GAPDH GCSAM GLT8D1 GNG2 GPAA1 GTF2I HM13 HPGD HSPA4 ICAM2 IGHV4OR15-8 IGKC IRF4 ITGAL ITGAX JAKMIP1 JCHAIN JPT1 KIR3DX1 LAMTOR2 LAP3 LILRB4 LTK MAN1A1 MANEA MAU2 MLF2 MPC2 MPDU1 MRTFA MUL1 MYB MYBL2 NAPA NAPSA NDUFB3 NOCT NOP10 NRBP1 NRG4 NSUN7 OSTC P4HB PCED1B PCNT PCTP PFN1P2 PGAP2 PIGT PIM1 PIP5K1P1 PLAGL2 PLK2 PNOC POLR1D POMP POP1 PRDM1 PRDX5 PREB PRELID1P6 PRKCD PRR11 PTPN23 RAD23B RAD51 RAE1 RALY RANBP10 RBBP4 RBM47 RCBTB2 RCC2 RFTN1 RGCC RHOC RHOQ RNFT2 RRH RRM2 SCD SEC24D SEC61A1 SEC61B SELENOS SELPLG SEMA4A SEPHS1 SERPINB1 SHMT1 SLAMF7 SLC16A10 SLC25A11 SLC25A45 SLC38A5 SLC39A8 SLC43A3 SLC9A7 SLCO3A1 SNRPD2 SORBS2 SPATS2L SPRING1 SPTSSA SRGN STT3A SUCLG1 SUSD1 TADA3 TBC1D2 TCL1A TESPA1 TGM2 TJP2 TMED2 TMEM104 TNFRSF17 TOP2A TOP3A TRAM2 TRIB1 TSPAN18 TTC4 TXNDC11 UBE2R2 UBE4A UBXN10 ULK3 UQCRFS1 VANGL1 VDAC1 VDR WARS1 WIPI1 WSB2 XBP1 XKRX YIPF1 ZBED2 ZBP1 ZCRB1 GSE20727_CTRL_VS_ROS_INHIBITOR_TREATED_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20727_CTRL_VS_ROS_INHIBITOR_TREATED_DC_UP AACS AARS1 ABCB10 ADRM1 ALDH18A1 ALG8 ANXA2 ARHGDIA ATF2 ATG2A ATP6AP2 AURKA AURKB BAK1 BIN2 BLMH BRPF3 C15orf39 C16orf54 C4orf46 CABLES1 CBR1 CCDC134 CCNE2 CCR10 CD59 CDC25B CDC34 CDHR3 CDK4 CDKN2A CDR2 CENPI CENPW COPZ1 COQ9 COX18 CPSF3 CSRP1 CTSD CYP26B1 DAXX DCLRE1A DENND1B DUSP16 ECH1 EDEM1 ELOB EMC7 EML5 EPCAM ERC1 FAM118B FAM53C FASTKD3 FNTB FXN GALK2 GALNT1 GAPDH GID8 GMNN GNL2 GOLGA3 GOLPH3L GOT2 GPR108 GTF2A2 H1-10 H2BC10 H2BC6 H3C3 H4C4 HDGF HERC2P9 HERPUD1 HEXA HIP1 HJURP HMBS IARS1 IBTK ICAM2 IDH3G IGF1 IRF2 ISOC2 ITGAL JMJD8 KCTD20 KDELR3 KPNA2 KRTCAP2 LARP4 LAX1 LIN52 MAGED2 MAN1A2 MANEAL MCC MCL1 MDH1 ME2 MED27 MFSD2A MIF MLEC MLST8 MOSPD1 MRPL20 MRPL37 MRPL51 MRPS15 MTFR1 MTRR MYB N4BP2 NCAPH NDUFA3 NDUFAF1 NDUFB10 NDUFB4 NEIL3 NEK2 NELFE NFE2L1 NLRP14 NOA1 NOD2 NUP62CL PARPBP PCTP PFDN6 PGRMC2 PIK3C2A PLD3 PLK4 PPAT PPP1R15B PRMT5 PRR14 PRRC1 PSMA5 PSMB1 PSMC4 PSMD9 RAB39B RAP2A RDH10 RNF115 RNF181 RXYLT1 SDF2L1 SDR42E1 SEC24C SEPTIN2 SHC1 SIL1 SIRT2 SLC25A11 SLC25A3 SLC30A5 SLC37A3 SLC39A9 SLC43A3 SMAD7 SPC24 SPNS1 SPTY2D1 SSR1 STX11 SUCLA2 SUCLG1 TIMP2 TK2 TMCO1 TMEM147 TMEM167A TMEM223 TMEM41A TMEM59 TOP1 TOP3A TPRG1 TRIM16 TSFM TUBB4B UBAP2 UBE2J1 UFM1 UHRF1 USP42 YIF1B YIPF1 YIPF5 ZC3HAV1L ZDHHC9 ZWINT GSE20727_CTRL_VS_ROS_INH_AND_DNFB_ALLERGEN_TREATED_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20727_CTRL_VS_ROS_INH_AND_DNFB_ALLERGEN_TREATED_DC_DN AAAS AACS AARS1 ACSS1 ADRM1 AFMID AHCY ANLN ARF4 ARHGDIA ASNS ATG13 ATP5F1A ATP5MC1 B4GALT2 BAK1 BCL2L11 BMP8B BSCL2 BUD23 C15orf39 CARS1 CCNA2 CCNE2 CCNG1 CD27 CDK1 CDK4 CDK6 CENPA CEP152 CFAP54 CHST12 CIB3 CLINT1 CLPTM1L COPB1 CRADD CTSD CYB561 DLGAP5 DPM1 DPM3 DUSP16 E2F2 ECH1 EIF2AK3 EIF5B EMC2 EMC7 EML5 EXT1 FAM177A1 FBXW8 FTSJ1 FXN GALNT1 GINS1 GJB7 GMNN GNS GOLGA2 GOLGA3 GOLM2 GOLPH3 GOLPH3L GOT1 GPRC5D H1-5 H2AC8 HERC2P9 HEXB HIBCH HJURP HMBS HMGB2 IARS1 ICMT IFNAR1 IGHV4OR15-8 IGKC IL6R IPO5 ITCH ITGA6 JMJD8 KATNB1 KDELR3 KIF23 KIF4A KPNA2 KRTCAP2 LIME1 LRRC8A LYSMD3 MACIR MAD2L1 MAGEH1 MAN1A2 MCFD2 MGAT4A MKI67 MND1 MRPL16 MRPL37 MRPL51 MRPS15 MRPS34 MYB MYBL2 NBEA NCAPH NDUFB4 NDUFS7 NEK2 NFE2L1 NUP62CL P3H1 PAICS PAM PFDN6 PGM3 PGRMC2 PHGDH PLK1 PLOD3 PLXNA1 PRC1 PRMT1 PSEN2 PSMA5 PSMB5 PSMC4 PSMD14 PSMD3 PSME2 QSER1 RBM45 RDH10 RNF115 RNF181 RPS6KB2 RPUSD4 SDF2L1 SDHC SDR42E1 SEC24C SEC61G SECISBP2L SFXN2 SIL1 SLC16A6 SLC30A6 SLC35E1 SLFN13 SMAD7 SPN SQLE SRP68 SRP72 SSNA1 SSR4 STOML2 STT3B SUB1 TAP1 TECR TET1 TMED3 TMEM147 TMEM179B TMEM237 TMEM258 TMEM33 TMEM41A TMEM59 TOP2A TUBB4B TUBG1 TUT7 TXN UBE4A UBL4A UBN2 UBXN4 UFD1 UFM1 USO1 USP38 VSIR WFS1 YIPF5 YME1L1 ZDHHC9 ZMPSTE24 ZNRD2 ZWINT GSE20727_CTRL_VS_ROS_INH_AND_DNFB_ALLERGEN_TREATED_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20727_CTRL_VS_ROS_INH_AND_DNFB_ALLERGEN_TREATED_DC_UP ACO1 ACP6 ACTR1B ACVR2A ADA2 ADISSP AKAP1 ANP32A ARHGAP22 ARSG ATG7 ATP6V1A ATP6V1F ATRAID B3GNT2 BACE1 BAIAP2-DT BANF1 BBLN BCKDHA BTD C11orf21 CCDC88C CCL4 CD101 CD58 CDK10 CDRT4 CEP120 CEP85 CHCHD10 CLEC11A CLEC12B COG2 COQ8A COQ9 COX4I1 COX5B CSDE1 CSTA CSTF3 CYB561A3 DGLUCY DIAPH2 DNAJC30 DPCD ECH1 ECHDC1 ECI1 EHMT2 EPB41L4A-AS1 EPHX1 EPRS1 FAM162A FAM78A FBXL5 FN1 FNBP4 G6PC3 GNA12 GPAT3 GPX4 GTF3C2 HACD4 HACL1 HCST HDGF HEATR6 HK2 HMGN3 HVCN1 IFT172 IKBKE IL11RA IL13RA1 ITFG2 ITGB2-AS1 IVD JADE2 JUP KCNAB2 KCTD3 KIF20B KLF13 KLHL8 LFNG LGALS2 LHPP LINC01138 LONP1 LRRK2 LZTFL1 MAN2B1 MARCKSL1 MCAM MCEE METTL9 MGST1 MRI1 MRPL40 MRPL57 MRPS24 MRPS34 MYCBP2 NAA80 NACA NCAPD2 NCF1C NCOA7 NDC1 NDUFS3 NEK9 NIN NLRX1 NONO NPIPA1 NQO1 NUDT6 OAF OARD1 OLIG1 OPN3 OTULINL PABPC1 PBX3 PCBP2 PDIK1L PHF10 PID1 PIGS PNPO POGLUT1 POLR1H POLRMT PP7080 PPARGC1B PRCP PSAP PSTPIP2 PTGES2 PTGFRN PTPRE RAD51C RBM43 RCC2 RCSD1 REPIN1 RNF26 RPS27 RPS6KA5 RPTOR RSAD1 SARS2 SCP2 SCPEP1 SEMA4D SETD6 SF3A3 SH3BGRL3 SH3PXD2A SKP2 SLC16A6 SLC25A40 SLC27A3 SOWAHC SPCS1 STN1 SUPV3L1 TADA1 TAGLN2 TBC1D4 TCEAL8 TECR TEF TFDP2 THAP11 TMEM138 TMEM14C TMEM205 TMEM218 TNFAIP2 TNK2 TST TXNIP TYSND1 U2SURP UBXN11 UQCRC2 VRK1 WAC XPC ZBTB3 ZFAND1 ZFAS1 ZFP64 ZMYM3 ZNF74 GSE20727_DNFB_ALLERGEN_VS_ROS_INH_AND_DNFB_ALLERGEN_TREATED_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20727_DNFB_ALLERGEN_VS_ROS_INH_AND_DNFB_ALLERGEN_TREATED_DC_DN ABHD4 ABI2 ABR ADIPOR2 ADPRH AHCY ALDH7A1 APOBEC3B ARHGAP19 ARL6 ART3 ATF6 BAIAP3 BCAT1 BHLHE40 BORA BRCA1 BRI3BP C9orf152 CAPNS1 CARHSP1 CARNMT1 CCDC92 CCNF CDC6 CDK4 CEBPA CENPA CENPH CENPK CIP2A CKAP2 CKAP5 CLIP2 CLPB COBLL1 COQ3 COX7A2 COX8A CPD CTSB CYP11A1 DGKH DHFR DHRS1 DHRS7 DNA2 DNASE1L3 DSCC1 DTL DYNLT1 ECT2 EFHD2 EHBP1L1 EI24 ELK3 EMC10 ERLIN1 ESCO2 FAM20A FAM72A FAM81A FAS FBXW8 FGL2 FLNB FOXM1 FUNDC1 FURIN FYN GEN1 GINS1 GINS2 GNE GTSE1 GZMK HADHA HES5 HIF1A HIP1R HROB IFT52 IL18R1 ISG20 KCTD11 KIAA1191 KIF20A KIF2C LACC1 LIME1 LMAN1 LRP1 LSM1 MAFG MANSC1 MAP2K3 MATK MCM10 MELK METTL15 MGARP MND1 MNS1 MORN1 MRPL34 MRPL54 NAPRT NAT1 NDRG4 NDUFS3 NEK7 NEURL1B NFATC1 NFATC2 NINJ2 NMRAL1 NT5C2 NUSAP1 PBK PCDHB10 PCDHGC4 PCLAF PDCD1LG2 PDYN PEAR1 PERP PKN3 PLEKHB2 PLK4 PLXDC1 PLXDC2 PML POLD3 POMP PPP3CC PRELID2 PRNP PSMC6 PTGR2 PXMP2 RDH12 RFX5 RGS10 RHOD RNH1 ROPN1L RORA RPA2 RTF2 SALL1 SCCPDH SERPINF1 SHCBP1 SIVA1 SKA1 SLC16A3 SLC43A1 SMPDL3A SNRPC SPC25 SPRY1 SRGN SRI SRXN1 STK39 STON2 SYT6 SYTL3 TCEAL9 TIAM1 TKFC TMEM106A TMEM11 TMEM158 TMEM62 TPI1 TRIP13 TRMT1L TRPS1 TRPT1 TSPAN3 TSPAN5 TTC16 TTK TUBB3 UBXN2B UBXN8 UHRF1 UNC119B VCPKMT VSIG10 WEE1 XAF1 XK XRCC6 ZEB2 ZFAND4 ZFPM1 ZNRD2 GSE20727_DNFB_ALLERGEN_VS_ROS_INH_AND_DNFB_ALLERGEN_TREATED_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20727_DNFB_ALLERGEN_VS_ROS_INH_AND_DNFB_ALLERGEN_TREATED_DC_UP ABCA4 ACVR1C ADGRB2 AFG3L1P AKAP11 AKR7A3 AMBN AMDHD1 AMPD3 ASAP1 ASB5 ATG16L2 ATP1B4 AVPR1B BANK1 BCAS1 BCL2A1 BMI1 BMPR2 C1orf141 C3orf49 CAMK2N1 CBX7 CD247 CD300LF CD48 CDC42BPB CEP120 CIRBP-AS1 CLEC4M CLMN CRTAP CXCL11 DCST2 DDO DHX16 DLG1 DLX5 EDN1 EEF1D EGFL6 ENO2 ENSG00000269896 EPHB2 EXTL2 FBXL17 FGF7 FUS FZD3 GALNT11 GBX1 GCNA GFOD1 GGNBP2 GLS2 GNB5 GOT1L1 GPHN GPR179 GPRASP1 GPRASP2 GRPR GUCA1B HERPUD2 HHAT HOXA2 HPS4 HSF2BP HUS1B IFI44 IGFL3 INKA1 INPP5A ISCU JADE2 JAM3 JDP2 KIF13A KLF9 KLHDC9 KMT2A KPNA5 KRTAP22-1 LDHC LGALS4 LINC00574 LIPM LYZL2 MAML2 MAPRE3 MAST4 MEOX1 MIR130B MIR99B MMP25 MRPS25 MS4A1 MUC16 MYBPC1 MYL4 NDP NOP53 NPR2 OR13F1 OR1J1 OR2A25 OR2Y1 OR4D1 OSBPL10 OSBPL2 PAM PASD1 PDE8A PHF20 PHF6 PLAG1 PLEKHA3 PLEKHH1 POM121L2 POU6F1 PPP3CA PRAMENP PROCA1 PTPN14 PURA RAB39A RORA RPL13AP20 RPL35 RPL35A RPL5 RPLP2 RPS14 RPS18 RPS27 RPS6 RPS8 RRAGD S100A5 SAA1 SAMD4A SAPCD1 SAV1 SELENOM SEMA4F SERPINB7 SFRP4 SHISAL2B SHROOM4 SIVA1 SLAIN2 SLC13A1 SLC25A37 SLC25A53 SLC2A9 SLC5A10 SMYD4 SOGA1 SP110 SPART SPECC1L SPEF2 SPIN3 SPX ST3GAL3 SYDE2 SYT1 SYT12 TAS2R3 TCEAL1 TEX13A TGFB3 THBS2 TMC1 TMEM191A TMEM266 TNNC2 TNRC6C TOM1L1 TPM1 TRPC1 TSPAN3 TWF1 VMAC ZC3HAV1 ZFHX3 ZFYVE21 ZFYVE9 ZMYM1 ZNF354C ZNF446 ZNF540 ZNF781 ZNF789 ZNF80 ZSCAN25 GSE20727_H2O2_VS_ROS_INHIBITOR_TREATED_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20727_H2O2_VS_ROS_INHIBITOR_TREATED_DC_DN ABCG1 ABHD15 ABI3 ACADM ACSS1 AFF3 AKAP9 ALG1 AMACR AMER1 AQP6 ARHGAP29 ARHGAP35 ARID1B ARID4B ASIC3 ATF7IP ATN1 ATP8A1 ATXN7L1 BBS2 BCOR BFAR BRAF BTG1 BTG2 BZW2 CALCRL CAMKMT CAMSAP2 CARD6 CCDC126 CCDC28A CCDC66 CCDC91 CD7 CDADC1 CDKN1B CEBPZ CFLAR CLCN6 CLK1 CNR2 DAPL1 DBP DDIT3 EEF1G EGR3 EIF4B EPHX1 ERBIN EVL FAM8A1 FILIP1L FLCN FNDC10 FOXO1 FOXO3 FRMD4A GANC GATA1 GGPS1 GKN1 GP1BA GPR146 GPRASP1 HEATR1 HSD17B11 HVCN1 ID3 IER5 IGSF9B IKBKE INSR IQSEC1 ITM2A JMJD1C JMJD8 KBTBD11 KIAA0930 KLHL6 KLK8 KMT2C LCOR LDHB LENG1 LETM2 LTA LYPD6B MAP2K7 MARVELD1 MRPL23 MTMR2 MYCBP2 NIPBL NIPSNAP2 NOCT NPM1 NR1D2 NR3C1 NRIP3 OGA P2RX4 PACC1 PCMTD2 PDIA2 PFKFB2 PGC PHF23 PPARGC1B PPM1L PPP1R3B PPP1R3F PRMT3 PRR22 RABGAP1 RAD52 RAMP1 RASA2 RASGRF2 RASGRP1 RC3H1 REEP1 RELCH RMDN1 RPL17 RPL35 RPL36 RPL37 RPL5 RPLP2 RPP40 RPS19 RPS4X RTCB RUNDC3B S1PR1 SATB1 SELENOP SELL SEMA4F SENP6 SETX SH2B3 SH3BP5 SKI SKIL SLC25A27 SLFN13 SLFN5 SNHG10 SNN SPATA5L1 SRRM2 SSH2 ST3GAL1 TBC1D15 TCF20 TCF7 TCP11L2 TESC TET1 TGFBR2 THADA TLK2 TLR1 TMCC1 TMEM185A TMEM63A TMEM87B TRIM56 TRPC5 TSC1 TSPAN13 TSR2 TXK UBE2D2 USP12 UTRN WASL XPC YAE1 ZBTB11-AS1 ZBTB20 ZBTB26 ZBTB39 ZBTB40 ZC3H8 ZDHHC14 ZDHHC17 ZFP36L1 ZMYM5 ZNF354C ZNF420 ZNF467 ZNF606 ZNF655 ZYG11B GSE20727_H2O2_VS_ROS_INHIBITOR_TREATED_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20727_H2O2_VS_ROS_INHIBITOR_TREATED_DC_UP AAK1 ACBD3 ACSS1 ADD3 ADGRL1 AGO1 ALDH2 ALG2 AMER1 AMPD3 AMZ1 ARID1A ARID3B ATN1 ATP10D ATP11B ATP1B1 ATP8A1 AUH BAMBI BASP1 BBX BCL11B BICD2 BTG1 BTG3 C2orf68 CA2 CALCRL CAMK1D CARD6 CCDC73 CCR7 CD226 CD2AP CD7 CDKN1B CFL2 CFLAR CHD7 CLCN6 CNN3 CNST COL11A2 CREBRF CTDSP1 DDX3X DDX5 DENND2C DENND6A DIPK1A DNAI4 DZIP1 EEF1D EEF2K EEIG1 EEIG2 ENC1 FAM13B FAM78A FNDC10 FOXP1 FUNDC2 GALNT10 GALNT6 GAPVD1 GATA1 GATAD2B GM2A GPR146 GPR183 H2AC25 H3C14 HID1 IER5 IFIT2 IFNGR1 IFT80 IGIP IL27RA IL4R IL6ST IL7R IMPDH1 IRF2BPL ITGA6 ITM2A KLHDC1 LAIR1 LATS1 LEMD3 LENG1 LFNG LRRC39 MAML1 MAP2K7 MAP4K3 MECP2 MIER1 MNT MOSMO MREG MRPL30 MTMR2 MTURN NCOA2 NEXN NFRKB NR1D2 NR3C1 NRIP1 PACC1 PADI2 PAG1 PARD6G PATJ PBX2 PEX19 PGLYRP2 PHF2 PIK3IP1 PIK3R5 PKD2L2 PMEL POLR3GL PPARGC1B PPM1B PPP1R18 PPP1R3F PPP2R5A PPP3CA PRKD3 PRR22 PSD PTGER4 PTK2 RALGPS2 RARA RASSF3 RC3H1 RCAN3 RCBTB2 RFLNB RNF24 RPP40 RPS16 RPS23 RRAD RRAS2 RREB1 RUNDC3B RUNX3 SAMD8 SATB1 SEMA4B SERAC1 SESN1 SGK1 SH3PXD2A SIK1 SLC25A27 SMAD4 SMC6 SMURF1 SPATA6 STAR TCF20 TDRP TET1 THAP12 TMEM108 TMEM64 TMOD3 TOP2B TP53BP2 TRAF4 TRIB2 TRIM56 TSR2 UBR1 UQCC5 USP12 UST VCAN VIPR1 VOPP1 VPS37B WASL XPO4 YAE1 ZBTB4 ZBTB40 ZBTB49 ZFP1 ZFP36L2 ZNF263 ZNF354C ZNF471 ZNF652 GSE20727_ROS_INH_VS_ROS_INH_AND_DNFB_ALLERGEN_TREATED_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20727_ROS_INH_VS_ROS_INH_AND_DNFB_ALLERGEN_TREATED_DC_DN ABCA4 ABHD17C ACSM1 ACY3 ADAM21 ADCY7 ANGPTL5 ANKRD55 ANKS1B ARAFP2 ARG1 ARHGAP4 ARID1A ARL14 ART3 ASB11 ATP2B4 AVPR1B B3GNT6 BCL11A C1orf220 C3P1 CARTPT CAV1 CCDC149 CCDC87 CCIN CCNQP1 CD163L1 CD2 CD22 CD300LD-AS1 CD34 CEACAM1 CEACAM8 CELSR2 CFAP206 CFAP61 CHRNA3 CHRNB2 CIB3 CITED1 CLEC9A CNGB1 CNIH2 COL14A1 CR1 CRYM CTSC CTSE CX3CR1 DCLK2 DCX DENND4B DHX16 DIP2A DKK4 DSCR4 DTNA EAF1 EPDR1 EPHA7 FAM78B FAM86C2P FUNDC2 FUT6 FZD1 GABRA6 GADL1 GNAT1 GPR132 HEPH HIC2 ILDR1 ITIH1 ITK KCNA10 KCNK9 KRT14 KRT2 KRTAP11-1 KRTAP19-8 KRTAP5-9 LBP LCN1P1 LIN7B LINC00596 LINC01559 LINC01567 LINC01699 LINC01940 LINC02912 LINC02913 LMAN1L LUM LYSET MAGEB6 MASP1 MGAT4C MGRN1 MIR203A MIR429 MLLT3 MSMB MUC13 MUC4 NOX1 NPAT NPSR1-AS1 NPY6R OASL OGFRL1 OLFM3 OR10A4 OR12D2 OR13C5 OR2D2 OR2T8 OR2V2 OR4K15 OR4L1 OR51B5 OR51F2 OR51V1 OR52L1 OR6A2 OR8K3 OSBPL7 PCDHB1 PCDHB16 PCYT1B PDE2A PEBP4 PI4KA PLEK2 PLEKHG4 PLG PON1 PPFIA2 PPP1R2C PRAME PRICKLE2 PRND PRSS8 PSG3 PTGFR RAB9BP1 REEP5 RGR RNASE8 RTL3 SAA4 SCARNA14 SCGB1D4 SCGN SEM1 SEMG1 SERTAD4 SI SLC17A2 SLC1A2 SLC22A7 SLC2A6 SLC35G3 SLC38A3 SLIT2 SLITRK4 SMIM5 SNORA70D SNORA70F SNORD114-2 SNRPD2P2 SPRED1 TAS2R39 TEX37 THAP5 THEMIS2 TIGD1 TLR3 TMC4 TMEM244 TNFSF18 TPM4 TRIM42 TRPM3 TSPAN14 TSPAN17 TSSK3 TTBK2 TUSC1 UNC5B VSIR VWA3A WNK1 YAP1 ZNF527 GSE20727_ROS_INH_VS_ROS_INH_AND_DNFB_ALLERGEN_TREATED_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20727_ROS_INH_VS_ROS_INH_AND_DNFB_ALLERGEN_TREATED_DC_UP ADAP2 ADGRA2 ADM AGFG1 ANKRD6 ANKS1A AP2A2 ARG2 ARHGAP12 ARL13B ATP13A2 BASP1 BATF BCAP29 BCL7B BTG2 C1orf21 C2CD3 CARD6 CARM1 CASP5 CC2D1B CCDC167 CCDC32 CCDC47 CCDC9 CD36 CD47 CD53 CDK9 CDKN1B CHMP4A CLIC1 CLTA CNEP1R1 COQ10B CPEB4 CREM CRK CXCL13 CYTH2 DCHS1 DCTN4 DDAH2 DENND2D DLGAP1-AS1 DNAJA4 DNAJC25 DONSON DRAM1 DSE ECT2 FAM114A1 FAM20A FAM89B FCGR2A FLVCR2 FPR2 FRMD4A GALNT10 GAS6 GK3 GNA13 GNA15 GNG2 GPR18 GRB10 GTF2F1 GTF3C6 GYG1 H3-3B HEG1 HIPK3 HK3 HLX HMGN5 HPGD HRH1 HS3ST1 IL12RB2 IL21R IL7 IL7R INTS12 IRS1 ITGB5 JAK3 JAZF1 JMJD6 JOSD2 KATNA1 KCTD10 KIF3B KIFBP KRAS KREMEN1 LAIR1 LAMB3 LAMP1 LILRA6 LILRB1 LILRB2 LINC01094 LOC154761 LRCH1 MAF MAFG MARCHF1 MCOLN1 MEA1 METRNL MFAP3 MIDN MIR22HG MIR3945HG MS4A4A MYO1G MYO7A NABP1 NAGS NAMPT NECTIN2 NELFE NIPA1 NUP58 OLFML2B PCED1B PDGFA PFKFB3 PIK3AP1 PIM1 PLEKHA3 PLGRKT PLOD3 PLTP PNKD PRDM2 PROS1 PRR5 PRR5L PSMD9 PTPN2 PUS3 RALGPS2 RBM47 RBMS1 RELT RHOB RHOC RIMKLB RRAGC SAMD8 SERPINB9 SERTAD1 SGCB SGMS1 SH3PXD2B SHB SLAMF1 SLAMF6 SLC16A10 SLC16A7 SLC2A3 SLC2A8 SLC8A1 SLCO2B1 SMIM12 SMS SNHG12 SNX24 SNX8 SNX9 SOCS3 SPIN1 STK19 STK35 STOM SUSD1 SYNGR2 TIGAR TLNRD1 TLR1 TM2D2 TMC6 TNIP3 TRAPPC14 TRIB1 TRPV2 TUBA1C TUBB2A TUBB4B TWF1 UBE2F VPS26A VPS37A WDFY3 XRN2 YIPF1 ZNF410 GSE20754_WT_VS_TCF1_KO_MEMORY_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20754_WT_VS_TCF1_KO_MEMORY_CD8_TCELL_DN ACAT1 ACTN1 AKR1E2 AMACR ANGPTL2 ANKRD28 AP1S2 AP4M1 ARHGAP11A ARHGAP31 ASPM ATAD2 ATG3 ATM AURKB AVEN B3GALT5 BBS9 BCL7A BLM BLOC1S5 BNIP3L BRAT1 BRWD3 C12orf29 C1QBP C22orf39 C2CD5 C4orf46 CCAR2 CCND1 CCR5 CD81 CDC7 CDCA5 CDKN2D CDPF1 CDT1 CENPU CEP57L1 CISD2 CKS2 CLSPN CMTM7 CPOX CPSF1 CSF1R CSF2RB CYB5A CYLD DCAF7 DCAF8 DDHD2 DEPDC1B DGLUCY DLX1 DNA2 DNAJB6 DOCK7 DRG1 EBAG9 EID1 ELOVL5 EME1 ENC1 ENPP4 EPS15L1 EZH2 FAM107B FAM120C FAM217B FAM78A FIGNL1 FIRRE FRA10AC1 GALNT4 GINS4 GMNN GPHN GPR171 GPR34 GSG1 HDHD3 HELLS HIRIP3 HJURP HNRNPUL2 IFT140 INSR KCTD14 KIT LAMTOR1 LIX1L LRRCC1 LRRK1 LRWD1 LYRM9 MAN1C1 MAT2B MBTPS2 MCM5 MEGF8 MFSD3 MIS18A MMD MN1 MOGS MPPE1 MRNIP MRPL51 MRPL58 MXD4 MYCBP2 NCAPD3 NCEH1 NDFIP1 NHERF2 NOA1 NRROS NSMCE1 NUDCD2 NUP210 NXN OGFRL1 ORMDL1 OXLD1 PANX1 PARPBP PCNA PDLIM2 PDS5B PIAS3 PIP4P1 PLEKHA8 PNPO POT1 PPCDC PPM1H PPP3CA PRC1 PRKAR2B PSMG2 PTEN PTK2 PTPN20 RABGAP1L RFX5 RIPOR2 RNF125 RNF141 RREB1 RRM2 RTN1 RTTN RUNDC3B S1PR4 SASH3 SEPHS1 SEPTIN10 SERBP1 SFI1 SLC37A3 SLC46A3 SLC4A7 SLC6A6 SLCO3A1 SNAI3 SNAP47 SNX9 SORL1 SPART SPATA13 STK24 TBL1XR1 TCF7L2 TIMD4 TMED1 TMPO TOR1A TP53INP1 TRAF3IP3 TRAPPC1 TRIM14 TTC3 TTC32 TTF2 TUBA1B UBASH3B UNG UQCC3 WDR11 WDR7 ZDHHC14 ZDHHC15 ZDHHC3 ZNF362 ZNF512 ZNHIT2 ZRANB3 GSE20754_WT_VS_TCF1_KO_MEMORY_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE20754_WT_VS_TCF1_KO_MEMORY_CD8_TCELL_UP AARS1 ABL2 ABT1 ADAM17 ADM ADNP2 ADPRS AFF4 ALG11 AMHR2 AMY2A AMZ2 ANXA3 ANXA5 ARF4 ARHGEF3 ARID5A ARPC5L ASB1 ATF3 ATF5 ATOX1 ATP6V1C1 BASP1 BCL2L1 BCL2L11 BDP1 BIRC3 BLOC1S4 BTG3 C18orf21 C3AR1 C3orf38 CAMLG CCDC86 CCNL1 CD164L2 CD40 CD44 CDIP1 CEBPG CFL2 CHD2 CHTOP CKAP4 CLDN12 COQ10B CRTC2 CSRNP1 CSTB CWC25 DENR DLGAP4 DPH2 DUSP1 DUSP11 DUSP3 EAF2 EGR2 EPHA2 ERCC1 ETF1 ETS2 EXTL3 FAM181A FAM83H FGF18 FNDC3A FOXJ3 FRS2 FURIN GADD45B GLIPR1 GNA13 GNMT GTPBP4 HBS1L HLA-B HNRNPDL HS6ST1 HSPA1A HSPA1B ICAM1 IER5 IL1A IL2 IRS2 JAM2 KCMF1 KLF16 KLF6 KLF7 KLHL26 KMT2D KMT5B LAMTOR3 LCAT LZTS3 MAFF MAFK MAIP1 MAP1LC3A MAP4K4 MAPKAPK3 MARCHF5 MED26 MEX3C MLLT6 MMP12 MOAP1 MRPL32 MRPS30 NAT14 NDFIP2 NDRG1 NFE2L2 NFKBIB NOCT NR4A1 NR4A3 OVGP1 PAIP2 PDGFB PDRG1 PHLDB1 PIK3R5 PIM3 PIP4K2C POGK PPM1B PPP1R10 PPP1R13B PPP1R15A PSMD8 PTCD1 PTPN2 PTX3 RAB13 RAB1A RAB20 RASSF8 RELB RHOF RNF24 RPF1 RPS19BP1 RTN4 SAMD4A SERTAD1 SGSM3 SHOC2 SLC30A4 SLC7A1 SLC7A5 SMAD4 SMG5 SNORD104 SOWAHC SPRTN SQSTM1 SRC ST3GAL1 SUPT4H1 SURF6 SWAP70 SYCE3 TACC2 TAX1BP1 TBC1D12 THAP6 THUMPD1 TIMM10 TLK2 TMEM256 TMEM43 TNFAIP3 TNIP1 TOM1 TXNRD3 UBE2B UBE2D3 VAMP2 VPS37B WBP2 WDR70 XPOT YJU2 YPEL5 YTHDC1 ZBTB2 ZBTB21 ZBTB39 ZEB1 ZFPL1 ZNF330 ZNF436 ZNF546 ZNF597 ZNF622 ZNF830 GSE21033_1H_VS_12H_POLYIC_STIM_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21033_1H_VS_12H_POLYIC_STIM_DC_DN ADD3 AGBL4 AKAP7 ANGPT2 ANO10 APBB1IP ARHGAP26 ARSA ASB7 ASH2L ATF7IP BAZ2A BEND5 BMP2K BTBD7 CABLES2 CCL7 CD300LD CDKN2C CEP97 CHUK CLEC7A CSNK1G3 CUEDC1 CYLD DAAM1 DNAJB7 DNAJB9 DOLK DROSHA ELF1 EMB EPC2 EPS15 EXOC6 FAM161B FLVCR2 FNBP4 FRS2 GLRX GNPDA2 GOLIM4 GPR22 HFE HNRNPC HUWE1 IL2RA IMPACT IRAK4 JAK1 KCTD4 KDM4C KDM5A KHDRBS1 KLHL7 KRTAP6-2 LEKR1 LYST MAP4K4 MAPKBP1 MARCKS MATN2 MED1 MIGA1 MIR186 MIR208A MIR30E MOCS2 MORF4L1 MPC2 MTX3 NFE2L2 NKAPD1 NKTR NOL7 NR1I2 NRAS NT5M ODC1 PCDHB18P PDE4D PDHA2 PDPK1 PHF3 PIGL PIK3CA PLAC8L1 PNMA3 PPP3CB PPP4R3B PRG4 PRRC2C PSPH PTK2 PUS7L R3HDM2 RAB11FIP1 RAB5A RAD18 RBBP6 RBM4B RFX7 RNASE10 RNF111 RP1L1 RSPH10B2 SETD2 SLC35A3 SMYD1 SNORA28 SNORA31 SNORA75 SNORD87 SNX2 SP4 SPG11 STAM2 STRIP2 TAF1B TAF7 TAOK1 TCEA1 TFAM TMEM45A TMOD4 TNRC6A TNRC6B TRAT1 UBXN8 ULK2 USP25 VWA5A WASL WNK1 YIPF4 YTHDF3 ZBED3 ZBTB34 ZFYVE26 ZMYM2 ZRANB2 GSE21033_1H_VS_12H_POLYIC_STIM_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21033_1H_VS_12H_POLYIC_STIM_DC_UP ABCB9 ADAMTS17 AGBL5 AGTRAP AHDC1 AKT1 ANKS1A ANO6 ANXA5 ARHGAP31 ARID2 ARL5C ATL1 BTG2 C1GALT1 C2CD2L CACNB1 CAMKK1 CAMKV CBFA2T3 CBL CD247 CDCA7 CDH24 CEP120 CEP295NL CLDN4 CNN3 COLQ CSGALNACT1 CYFIP2 CYP11B1 DCK DCLK2 DCLRE1C DESI1 DGKD DNAJC6 DOT1L DUSP16 DUSP5 EAF1 EDEM1 EIF2AK3 ENDOU ENTPD5 ERRFI1 EXOC2 EZR F13A1 FAM161B FAM205C FBXL14 FHIP2A FLVCR1 FMNL2 GATA3 GBP4 GLCCI1 H6PD HDAC7 HELZ ID3 IGF1R ITGA6 ITIH5 ITPKB JADE1 JUP KHDRBS1 KMO LCA5 LENG1 LIG4 MAFB MAGI3 MAP3K1 MAP3K8 MAP4K5 MATN2 MBNL1 MBNL2 MGAT1 MMP17 MPP1 MPRIP MTG2 MYB NCOA6 NFATC2 NFATC3 NFKB2 NR4A1 NRIP1 NTRK3 ODF4 OLFML3 OLIG3 OTUD1 P2RX1 PAN3 PARP11 PCYT1A PDPK1 PER1 PFKFB3 PHRF1 PIK3R5 PLEKHF2 PPM1H PPP1R14B PPP1R16B PPP1R3B PPT1 PRRT1 PSD3 PTMS PTP4A3 PTPRF PYCARD RALGDS RAMP1 RASGRP1 REC8 RGS10 RGS14 RNF157 RNF169 RNF40 RORC RPRD1B RRAGD SCN4B SCRIB SEMA4D SEMA7A SESN2 SIT1 SLA SLC25A35 SLC37A2 SLC9A7 SMOC1 SOCS1 SPEN SPINT2 SPO11 STAMBPL1 SYT14 TACC2 TAPT1 TBC1D2B TCOF1 TLE6 TMC8 TMEM184B TOLLIP TSC22D1 TSPAN18 TTPAL TUBB2B TUBE1 UCK2 UNC5CL URB2 USP42 USP7 UTP25 VAMP1 VARS2 VPS26B XBP1 XKRX XRRA1 ZCCHC12 ZEB1 GSE21033_1H_VS_24H_POLYIC_STIM_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21033_1H_VS_24H_POLYIC_STIM_DC_DN ABHD14A ADGRB1 AFDN AGFG1 ALAS1 ALDH2 ALDOA ANKRD13B ARHGAP25 ASCL4 ATP1B3 ATP5MJ B2M BAIAP3 BCKDHB BRI3BP C19orf12 C19orf38 CCHCR1 CCNG1 CCR4 CD226 CD53 CD7 CELA1 CLIC1 CNPPD1 COMMD5 COPS9 COQ2 COX7A2L CRLF2 CTPS2 CYP20A1 CYTH4 DDX51 DHRS1 DYRK2 EEF1D EIF3E EIF3H EIF4B EYA2 FBXL8 FBXO31 FOXO1 FUT11 FXYD5 GBP2 GID4 GIMAP3P GIPC1 GLRX5 GPR65 GSTP1 HADH HEXB HIGD2A HSF2BP IFI16 IFI35 IFT22 IGFBP1 IKZF2 IL10RB IL12RB2 IL7R ING5 IPCEF1 IPO4 ISCA2 ISYNA1 ITM2B KCNA2 LCP1 LEPROTL1 LGMN LTB LY9 MAFG MED11 MFGE8 MFNG MLEC MMP3 MRPL23 MRPL46 MRPL48 MRPS18B MRPS9 MRRF MTAP MTURN MYO1G N4BP2L1 NICN1 NME2 NOB1 NOL12 NOP10 NPC2 NUP210L NXPH1 OSM OSTF1 OXCT1 PCBD2 PCCA PDE3B PIGX POLDIP2 POLR2F POLRMT PPP1R7 PRDX3 PRKAA1 PSMA7 PSMB1 PSMB3 PSMB9 PSME2 PSMG1 PUS1 PVT1 PYHIN1 RAC3 RAPGEF4 RASSF3 RFC2 RIPPLY3 RNASEK RPL10 RPL12 RPL15 RPL29 RPL31 RPS26 RPS6KA1 RRP15 S100A10 SBSN SELENOS SHISA5 SLC25A5 SLFN5 SMAD1 SMAP2 SNAP47 SNX5 SRPX STING1 STT3B SUCLG2 TAGLN2 TBC1D32 TECR TEX43 TH TMEM185A TMEM25 TNFAIP8L2 TPST2 TRMT1 TTC9B UTRN VAMP8 WDR59 XPOT XYLB ZFP36L1 ZIC3 GSE21033_1H_VS_24H_POLYIC_STIM_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21033_1H_VS_24H_POLYIC_STIM_DC_UP AFTPH AGFG2 ALG10B ANKRD6 ANXA5 APOBEC2 ARHGAP31 ARID2 ARL5C ARPP21 ATAD1 ATP10A ATP13A3 B3GALT2 BACH1 BACH2 BFSP2 BMAL1 BRD4 BTBD7 CAB39 CBFA2T2 CBFA2T3 CBL CBLN4 CCDC153 CD247 CD2AP CD5 CD6 CD8B CEP120 CEP85 CHD6 CIDEB CNOT6 CRYBA1 CSNK1E CYFIP2 DAB2IP DCLRE1C DGKG DNAJC6 DUSP16 DUSP4 DUSP5 DYRK1B EFCAB8 EGLN3 EIF2AK3 ENTPD5 EVI5L FAM161B FBF1 FHIP2A FOXI1 GBP4 GFI1 GRIK2 GTF2IRD1 GZF1 H6PD HDAC9 HIVEP3 HS6ST1 HSF2 ICAM2 ID3 IL18BP ITGA6 ITGAV KCNH2 KCNJ13 KMT2E LCA5 LIG4 LMTK2 MAFB MAGI3 MAP3K1 MAP3K8 MAPKBP1 MBNL2 MCAM MCL1 MED14 MEF2A MIER1 MIR421 MTSS1 MYLIP MYO10 MYOF NAV2 NFATC2 NFKBIE NHSL1 NRIP1 NTN1 NTRK3 OSBPL11 P2RX1 PAN3 PARP11 PCF11 PFKFB3 PFN2 PLAC8L1 PLXDC1 PLXDC2 PPP1R16B PPT2 PPTC7 PRODH PRRT1 PSAP PTP4A3 PTPN7 PTPRF PYCARD QSER1 RAB11FIP4 RAB5A RAI1 RALGDS RMND5A RNF157 RRAGD SEC24B SEMA4D SLC16A5 SLC35D1 SLC37A2 SLC38A1 SMC5 SMOC1 SOCS1 STRN3 STRN4 TACC1 TBC1D2B TCF12 TCOF1 TLK2 TMC8 TMEM131 TOLLIP TPP2 TRPM7 TTC13 TTPAL TUBE1 USP42 UTP25 VAMP1 VARS2 VEZF1 WAPL WLS XRRA1 ZC3H12C GSE21033_3H_VS_12H_POLYIC_STIM_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21033_3H_VS_12H_POLYIC_STIM_DC_DN ABCG4 ADAM2 ADRA1A AFM ALX1 ANK2 AOC1 ASB17 BLVRB C5AR1 CACNA1B CACNB1 CASP4 CASTOR1 CATSPERB CEBPD CLDN4 CPLX4 CSRNP3 CYP11B1 CYP2G1P CYP2W1 DHRS3 DNAI7 DPY19L2 DSC3 DSG2 DUSP18 EDF1 EFNB3 EML3 ENAH ETV4 FAM205C FGD5 FGF7 FOXR2 GABRA1 GALNT10 GET4 GPR141 GRAMD2A GUCY1A1 H2AC1 HEXIM2 HRAS HSPA1A IDH2 IGF1R IGFBP1 IL1RAPL1 JAML KCNQ4 KDM4A KLHL40 KRT222 KRT32 LCE3B LHX4 LMLN LRAT MAD1L1 MAP3K10 MARCHF9 MIB2 MIR182 MIR299 MMP15 MMP3 MPP3 MRAP2 MRPL17 MRPS11 MYL10 NAT14 NPC1L1 NTSR2 ODF4 OLFML3 OPALIN PAOX PAQR8 PAWR PCBD2 PDCD1 PDGFB PI15 PIAS4 PILRA PITPNM1 PLXND1 PMP2 POLD4 POU4F3 PPT2 PRELP PRRG2 RASA4 RASGRP3 RBMY1A1 RGS9BP RNF135 RNF141 RNF187 ROBO1 RSPH9 SAMD3 SBSN SIK1 SLC16A12 SLC25A14 SLC26A8 SLC38A8 SLCO3A1 SLCO4A1 SMIM31 SPHKAP STAC STEAP4 STXBP5L SYNPR SYT15 TCAF1 TCF3 TDRD5 TGFB1I1 TM7SF2 TM7SF3 TMEM214 TMEM25 TMEM41A TMEM63C TMEM8B TMPRSS6 TRAFD1 TSPAN18 TTLL11 UGT3A1 VWA5B2 XK ZFP36 ZFP41 ZFYVE27 ZIC3 ZNF250 GSE21033_3H_VS_12H_POLYIC_STIM_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21033_3H_VS_12H_POLYIC_STIM_DC_UP AARSD1 ACTL9 ADGRE1 AGBL5 AGFG2 ALG10B ANGPT1 ANGPTL2 ANO6 ANXA2 ARL5C ARL6 ATP13A3 ATP1B1 ATP5PO ATP6V1C2 B3GNT5 BCL2L1 CAMKV CARF CCDC25 CD2BP2 CD5 CD6 CDC34 CDCA7 CDK2AP1 CECR2 CERK CIB3 CNOT9 CNTROB COQ7 COX20 CPT2 CRIP1 CSNK1E CSNK2B CSRNP1 CSTF2 CTBP1 CTNNA3 CTNND2 CYFIP2 DAB2IP EAF1 EGLN3 EIF3A ELAVL1 EMCN F13A1 FAM117A FBXL19 FBXO15 FBXO48 FGFBP1 FLNB FOXI1 GEM GPR34 GRIP1 GSTCD GTF2F1 H3C7 HAUS5 HDAC2 HDX HIRA ICAM2 IL21 ITPR1 ITPRID1 KAT7 KCNA1 LANCL2 LCA5 LGALS7 LIG4 LMNB2 LRRC59 MAP3K1 MAPK1 MARS1 MATN2 MED14 MEF2A MIR542 MIR592 MLXIPL MTBP MYB MYBL1 MYO10 MYO1C NAA40 NCBP1 NFKBIE NSG2 NTN1 NUP155 PAIP1 PAPSS2 PCNX2 PHGDH PKIG PLXND1 PPEF1 PPP1R14B PPP1R16B PPP5C PPT2 PRAM1 PRELID3B PSAP PSME4 PTGIR PTP4A3 PTPN7 PTPRF PTPRJ PYCR2 RAI1 RAPGEF3 RASGEF1B RBBP8 RBM15B RFC5 RFX5 RGS12 RNF157 RORC RPIA RPRD1B RTKN2 SCYL1 SEC23IP SEC24B SEMA7A SENP1 SF1 SF3A1 SLC12A4 SLC16A1 SLC25A25 SLC35D1 SLC37A2 SLC38A1 SMARCB1 SNORA36B SOCS1 SPATS2L STAU1 TAP2 TIFA TMEM25 TOB2 TSC22D1 UBE2QL1 UGCG URB2 USP7 WWC2 XIRP2 ZDHHC14 ZEB1 ZFAND4 GSE21033_3H_VS_24H_POLYIC_STIM_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21033_3H_VS_24H_POLYIC_STIM_DC_DN ABCB8 ADAM5 ADCY8 ALG3 ANO10 ANTKMT AP1M1 ASB5 ATP8B4 B3GNT5 BAG2 BBS5 CD9 CDK4 CDKN2C CENPS CMPK1 COPS9 COX20 COX8A CSTB DARS2 DCTPP1 DDAH2 DHDDS DHRS4 DPM2 DYNC2I2 E2F3 EHD1 EIF6 ELOF1 EMD EME1 ESYT1 FANCA FBXO15 FKTN FLI1 FLOT2 GATD1 GM2A GNB2 GOLIM4 GPR89B GSTO1 GSTT2 H2AX H2BC14 H2BP2 HIGD2A HMGCS2 HMGN2P6 HMGXB4 IFIT2 IFT22 IKZF2 INCENP IQGAP1 ISYNA1 ITPRID1 KIFAP3 LEKR1 LMAN2 LMNB1 LPXN LRRC23 MAGED2 MARCKS MCRS1 MED22 MGAT2 MIR130A MIR363 MLEC MRPS11 MRPS16 NAAA NDUFB11 NFE2L2 NICN1 NOC4L NT5C2 OXA1L PARP16 PDLIM1 PHF11 PLCB3 PMM1 PPP2R5D PPP4C PRR23A PSME3 PSPH PYCR3 QRSL1 RAB1B RABEPK RACGAP1 RASL12 RBM3 RFC5 RRP1B RWDD1 SARM1 SELL SERPINI1 SHMT2 SLC16A1 SLC35G1 SLC37A4 SLC38A10 SNORD14E SNORD87 SNX2 SPDL1 STAMBP STARD4 STRIP2 TCEA1 TIMELESS TMEM107 TMEM60 TOR2A TPD52L2 TPM4 TRMT1 UBA5 UBE2NL UBIAD1 XRCC2 GSE21033_3H_VS_24H_POLYIC_STIM_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21033_3H_VS_24H_POLYIC_STIM_DC_UP AFF3 AFTPH AGO1 AHDC1 AK3 ARFGAP1 ARHGAP26 ARHGAP31 ATP1B1 BAZ2A BCAT2 BCL2L1 C16orf54 CABYR CACNB1 CBFA2T3 CEP120 CEP295NL CHRNA2 CLDN4 CMAHP COLEC11 CYSLTR1 DGKD DIDO1 DNAI7 DNAJB7 DNAJC3 DNAJC6 DOCK2 DPY19L3 DUSP7 EML5 EXOC2 F13A1 FAM161B FAM205C FAM24A FBXL17 FBXL9P FBXW10 FEM1A FKBP1A FMNL2 FNBP1 GBP4 GCOM1 GFI1 GRK2 GTF2IRD1 GUCY1A1 H19 HELZ HELZ2 IDH2 IKZF3 IL16 IL17RE IL21R INPP5D INSR IP6K2 ITGA6 ITK ITPR1 KDM4B KDM4C KLF13 LCA5 LCP2 LDLRAD3 LINGO4 LLGL2 LNPEP LORICRIN LRIG1 LRRC1 LZTS2 MAB21L2 MAD1L1 MAP3K8 MAPK8IP3 MBNL1 MBNL2 MBP MEF2A MIR106A MIR32 MLLT10 MYO10 NCOA6 NSD3 NTN1 NTRK3 ODF4 OTUD1 PAN3 PARP3 PATJ PDE8A PDPK1 PFKFB3 PIAS3 PIK3R5 PLA2G6 PLXDC1 PLXND1 POLR2A POMC PPFIBP2 PPP1R13B PPP1R16B PPT2 PREX1 PRODH PRRC2C PSAP PVR RAB5A RAD9B RANBP10 RCSD1 REC8 REEP4 RGP1 RGS14 RNF169 RNF24 RREB1 SATB1 SCMH1 SCN4B SEMA4D SEMA7A SLC12A6 SLC4A5 SLC9A5 SNCB SPATS2L SPG11 SUPT5H SYNPO TAB2 TBC1D2B TBC1D8 TECPR1 TGFBR3 TMEM184B TNIP1 TNRC6B TRIM24 TRPV2 TTC17 TTPAL UCK2 USP7 USPL1 UTP25 VAMP1 VARS2 VAV2 VPS37B WDFY2 WHRN ZFP36 ZNF250 GSE21033_CTRL_VS_POLYIC_STIM_DC_12H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21033_CTRL_VS_POLYIC_STIM_DC_12H_DN ABI2 ABL1 ACVR1 ADCY8 ADORA2B AKAP10 AKIP1 AKR7A2 AMFR ANG ANTKMT ASF1A ASNS ATF7IP ATP6V1C1 ATRN BABAM2 BRIX1 C1RL CAAP1 CAMSAP2 CCDC198 CCDC51 CCDC68 CEP135 CEP164 CEP70 CHAF1B CHD1 CHRM5 CHST15 CITED2 CLDN14 CLSTN1 CRELD2 CRTAM CSF2 CTSC CYP11B2 DDIT3 DLG4 DNAJB12 DNAJC3 DOCK10 EFR3A ERI3 ESPL1 F9 FAF2 FAM13B FGF21 FLAD1 FRAT1 G3BP1 GALC GCLM GID8 GMDS GMPS GNAT3 GNG10 GPD1L GSPT2 GSTM3 H1-2 H2BC21 H2BC9 HBD HDAC2 HEATR1 HEXIM1 HIC1 IFRD1 IL1RAP ING3 INTS9 IRX4 KEAP1 KIF25-AS1 KIT KLHL21 KPNA1 LAPTM4A LDHA LINC01278 LRIG1 LRRC42 MAF MAP2K1 MCTP1 ME1 MED24 MFAP3L MKLN1 MLH1 MOCS3 MRPL11 MRPS10 MSC MSRA MT1X MTPAP MTRR MXI1 MYH1 NCAPG2 NKAPD1 NRG1 NUP54 OPN3 OXLD1 OXSM PABPC4 PAIP1 PDPR PELI2 PGK1 PHF3 PLD1 PNRC2 PPIH PPP3R1 PRCC PRMT5 PRORP PSMB5 PTGS2 PTTG3P QRICH1 RAB4A RALA RBPJ RCBTB2 RCN1 RHOQ RND3 RNF113A RRAGA RTP4 RUNDC3B RUVBL1 SAGE1 SEL1L SEMA4D SERGEF SERPIND1 SFT2D2 SFTPA2 SGCA SLC25A11 SLC35B1 SOCS5 SOS1 SOS2 SP3 SPP1 SRPRB SS18L2 STBD1 STRAP STX5 SUMO4 SUPV3L1 SYNJ2 TAPBPL TBC1D8 TERF1 TGIF1 TJAP1 TM2D3 TMCC1 TMED3 TMEM209 TMEM248 TMEM39A TMX4 TP53 TRAPPC14 TRIM16 TSG101 TSPAN3 TTC33 TUBGCP3 TWNK UBE2W UBL4A USP10 UTP11 VAMP2 VPS16 WDR25 WDR43 WSCD1 YTHDC1 ZFP69B ZFYVE16 ZNF302 ZNF518A ZNF646 ZSCAN31 GSE21033_CTRL_VS_POLYIC_STIM_DC_12H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21033_CTRL_VS_POLYIC_STIM_DC_12H_UP ABCB8 ABHD11 ADAMTS10 AFDN AGFG1 ALDOA ANKMY2 ANO10 ANXA6 APRT ART4 B2M BAIAP3 C19orf38 CALCRL CARD6 CCR4 CD226 CD48 CDH18 CDK2AP2 CIB1 CNN2 CPM CPQ CRACR2A CUEDC1 CYP20A1 CYRIA CYTH4 DIPK1A DPH5 DPM2 DSE DTX1 DYRK2 EBPL EEF2K ELOVL7 EYA2 EZH1 FAM169BP FAM3C FGD3 FLI1 FLNA FOXO1 GBP2 GIMAP6 GIMAP7 GNG2 GPR18 GPR65 GPRC5B GRIA3 HERPUD1 HEXB HIGD2A HMGCS1 IFI16 IFNGR2 IFT22 IKZF2 IL12RB2 IL18RAP IL7R INPP5F IRAK4 ISYNA1 ITGB3 ITM2B JAK1 KLF8 KLHL3 LCP1 LTB LY9 MED22 MFSD1 MGAT2 MLEC MPP7 MPV17 MRRF MYO1F MYO1G N4BP2L1 NDUFA10 NIN NIPAL1 NPC2 NRAS NT5M P2RX4 PAQR7 PCBD2 PECAM1 PITPNC1 PTPN22 PVT1 PYHIN1 RAB23 RAPGEF4 RASSF3 RIGI RIPOR2 RPA1 RPL22 RPLP0 RPLP1 RPS2 RPS26 RPS6KA1 RRAS2 RUNDC3B S1PR4 SCAPER SELL SESN1 SH2D1A SH3BP5 SHISA5 SLC16A6 SLC20A1 SLC35G1 SLC66A3 SLFN5 SMAP2 SNAP47 SNORD87 SNX5 SRPK1 STARD5 STK17B STRIP2 SUCLG2 TES TLE4 TMA7 TMEM185A TMEM59 TMTC4 TNFAIP1 TNFRSF14 TPM4 TPST2 TRIAP1 TRIB2 TRMT1 TSPAN14 TSPAN32 UBAC2 UBASH3A UBE2E2 USP24 UTRN VIM VKORC1 XPOT ZBTB9 GSE21033_CTRL_VS_POLYIC_STIM_DC_1H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21033_CTRL_VS_POLYIC_STIM_DC_1H_DN ACSL5 ACVR1B AEN AFDN-DT AGFG1 AKT3 AMMECR1 ANK1 APOBR AQP9 ARHGEF10 ARIH1 ASCC1 ASH1L ASPA AZI2 B3GAT1 BAZ1A BCAR3 BTG3 BZW1 CA7 CALCOCO1 CCDC177 CD247 CD5 CD59 CDKL2 CDKN2B CDV3 CEBPB CENPT CHMP1B CHPF2 CHRM4 CHRNA3 CLK1 CMC2 COQ2 COQ7 CPLANE2 CRK CSF2 CTDP1 CTRB2 CTRC DCP1A DDR2 DESI1 DGCR5 DHCR7 DOCK6 DOCK9 DOP1A DOT1L DUSP10 DYRK2 DYRK3 ECD EIF2B2 EIF4A1 FAM66D FCGR2C FGGY FSD1 GAS1 GATA2 GCM1 GDAP2 GIMAP4 GJB5 GLS GPM6A GRAMD2B GRM6 GSTA3 H1-4 H3-3B HECA HPSE HSPA13 IDI2-AS1 IL18 IL1R2 ING3 ITCH ITIH1 JUNB KATNBL1 KCNMB1 KCNN3 KDM6B KHDC1L LHX5 LMNA LRIF1 LRRC3 LTBP2 MAGEA1 MAP4K5 MAPKAPK2 MARCHF5 MARCHF7 MEIS3P1 MEX3C MKRN7P MORF4L2 NCLN NCS1 NEU3 NEUROD1 NFKB1 NFKB2 NFKBIB NRG1 NTRK1 NUP58 OR1F2P OR7A5 PDLIM1 PFKFB3 PHF10 PHLPP2 PI3 PIGA PITPNA PKNOX2 PLEKHM1 PMFBP1 POMP PORCN POU4F3 PPARD PPP1R11 PPP6C PPRC1 PSPN R3HDM4 RAB3GAP1 RBMS1 REG1A REL RGS17 RGS20 RIPPLY3 RND2 RNF10 RTF2 RUSC2 SACS SCARF1 SDF4 SERPINA2 SERPIND1 SFPQ SFSWAP SIRT6 SLC15A1 SLC25A15 SLC27A2 SLC38A2 SLC3A2 SNIP1 SOCS1 SORBS3 SPDEF SPTB SPTBN4 SQSTM1 SRSF3 SVEP1 SYNJ1 TAF4 TCF7 TEX13A TFF1 THBS2 THBS4 TMEM39A TMUB2 TPGS2 TPM3 TRDMT1 TRIP11 TUBB3 ULBP2 USP32 USP7 VPS54 VSX1 YBX3 YPEL5 ZC3H15 ZFR2 ZNF587 ZNF674 ZPR1 ZYX GSE21033_CTRL_VS_POLYIC_STIM_DC_1H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21033_CTRL_VS_POLYIC_STIM_DC_1H_UP ACE ADAM18 ADRA1A ALOX12P2 ALPK3 ANXA1 ANXA2 ANXA2P2 ARC ARHGAP33 ARHGEF28 ARHGEF40 ARL4C AUTS2 B4GALT3 BGLAP BICDL1 BTN1A1 C22orf31 C6orf47 CABYR CACNA1I CACNB1 CACNB3 CAMK2A CAMTA1 CAPN5 CAVIN1 CCDC7 CCR8 CD47 CD82 CDK5RAP3 CDKL2 CERS4 CFAP298 CHRM4 CITED1 CNGB3 COPA CPLANE2 CRIM1 CRTC1 CSF1 CYTH1 DAPK2 DAPK3 DAPP1 DENND5B DOK2 DPP6 DSG1 DUSP1 EGR4 EMP1 EPB41L4A ESR1 FDFT1 FDPS FGF2 FGF4 FGF6 FLNB FMO6P FOSB FOXP3 FSCN1 GADD45A GAREM1 GAS1 GAS8 GJB5 GPM6A GPR4 GPSM3 GRPR GSTCD GSTM5 H4C6 HAUS5 HBE1 HBQ1 HERC1 HLA-K HMGCS2 HNRNPM HOPX HR HSPA12A IL6R INTS11 IRF7 ITGAV IZUMO4 JAM3 KANSL1L KCNJ12 KCNJ5 KCNJ9 KCNMB1 KCNN1 KCNQ3 KIAA1614 KLF2 KRT75 KRT85 KRTAP5-8 LARGE1 LIMCH1 LMAN1L LYPLA2 MAGI1 MMP11 MPPED2 MRPL28 MS4A6A MVK MYBPC3 MYH10 MYL4 NEFH NEU3 NEUROD1 NEUROD6 NKX3-1 NKX3-2 NLE1 NPPC NUDCD3 OR1F2P OR2B2 PARD6B PAX1 PCDHB8 PICK1 PLA2G6 PNLIPRP1 PNP POU4F3 PPFIBP2 PPP1R2C PPP2R5D PRKAG2 PRODH2 PRR36 PRR5 PSD4 PSMC3IP PTCD1 PTGIS PTMA PTPN3 RAB11FIP1 RALB RFX2 RNASE6 RRP12 S1PR5 SAC3D1 SARDH SEC14L1 SERPINA2 SERPINC1 SERTAD2 SMR3B SMYD3 SND1-IT1 SORBS3 SOX13 SPOUT1 SPRY4 SPTBN4 SSR2 STUB1 STX2 SUSD4 SYNGR3 SYT12 TCF12 TCF7 THBD TIMM8A TMEM43 TMEM74B TP53BP2 TPST2 TTC23 TUBA1A UBAP2L UCP1 VIM YBX3 YWHAH-AS1 ZNF142 ZNF721 ZNF771 GSE21033_CTRL_VS_POLYIC_STIM_DC_24H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21033_CTRL_VS_POLYIC_STIM_DC_24H_DN ABCA5 ADAMTSL1 ADIPOR1 AIFM1 AIP ALDH2 AMPH AOC1 APC2 APP ATP5IF1 ATP5MC1 ATP5MC2 ATP6V1C2 BEX3 BLMH BLVRA BPNT1 C2orf49 CASP3 CCDC124 CCDC9 CEACAM20 CELSR1 CES4A CFHR1 CLDN11 CLEC10A CLIC6 CNBP COL8A2 COMMD3 COPS9 COQ7 COX20 CPXM2 CTNNAL1 DGKI DHRS1 DIP2C DNAJA2 DSCAM EDC4 EGFLAM EIF3M ELOC ELOF1 ELOVL1 ERMP1 ESD ETV4 FAT1 FBXO16 FBXO17 FIGN FIS1 FOSL2 GAR1 GCLM GJB5 GNL3L GPATCH4 GRK3 GSS GSTK1 GXYLT2 HDAC4 HIGD2A HSD17B7 IFT122 IFT22 IL17A IRF4 KCNAB2 KCNN2 KRT7 LANCL2 LRRC75A LYAR MAVS MED30 MFSD5 MIR188 MIR302B MIR592 MRPL27 MRPL36 MRPS11 MRPS14 MRPS18B MVB12A MVD MYO5B NFE2L2 NFU1 NICN1 NOL12 NPR3 NUP37 OSGEP OVOL3 PABPC1 PAQR7 PARP16 PBLD PDE12 PHGDH PIGQ PILRA PLK2 POMP PPP4C PRDX4 PRPF31 PSMA5 PSMA7 PSMB3 PSMB6 PSMB8 PTH2 RAB33A RFC2 RHOA RNASEH2A RNASEK RNF187 RPL13 RPS27L SCN3B SDR16C6P SERINC3 SINHCAF SIPA1L1 SLC19A1 SLC25A5 SMIM11 SNRNP25 SNX16 SP8 SPCS1 SRPK1 STARD3NL THAP11 THSD7A TIFA TIPIN TONSL TPSB2 TRAIP TWF2 UQCC3 UQCR11 VWA5B2 WDR4 WNT10B WRNIP1 XAF1 YRDC ZFPM2 GSE21033_CTRL_VS_POLYIC_STIM_DC_24H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21033_CTRL_VS_POLYIC_STIM_DC_24H_UP ABHD11 ABHD14A ACADSB ADAMTS10 ADCY7 AFDN AGFG1 AKT3 ARHGAP25 ATP8B4 BAIAP3 BCKDHB BNIP3 BOLA2 BRI3BP BZW2 CARD6 CARD9 CCR7 CD226 CDON CEP295NL CHD2 CLIP1 CPM CPQ CTSC CYLD CYTH3 CYTH4 DLX4 DSE DTX1 DYRK2 EIPR1 ELOVL6 ELOVL7 ENTPD6 EVL EYA2 FBLL1 FBXL20 FGD3 FOXO1 FXYD5 GATA1 GGT1 GIMAP3P GIMAP7 GLRB GM2A GPR18 GPR65 GPRC5B H19 HEXB HINT3 IER5L IFI16 IFNB1 IGFN1 IKBKE IL12RB2 IL18RAP IPCEF1 ISCA2 ITM2B IVD JAK1 KCNA2 KCNMB1 KLHL3 LDLRAP1 LGMN LMBR1L LRRTM4 LY9 MAFG MAGEA9 MAP3K3 MFNG MIR142 MOB3C MSL1 MYO1F MYO1G NAV2 NCOA2 NPC2 NRP1 NXPH1 OCIAD2 OSTF1 PACS1 PCCA PDE4B PGAP1 PIGV PITPNC1 PITPNM1 POLR1B PRKAA1 PRKCH PTPN22 PVT1 PYHIN1 RAPGEF4 RASA3 RIPOR2 RNF13 RNF149 RPL13A RPRD2 RUNDC3B S100A10 S1PR4 SCAPER SCML4 SEC24C SELENOP SELL SFXN2 SHISA5 SLC16A6 SLC20A1 SLC27A6 SLC29A2 SLC50A1 SLFN5 SMAP2 SPG11 SSH2 STARD5 TAGLN2 TANC1 TBX6 TECR TELO2 TENT5C THEM5 TMEM108 TMEM154 TMEM185A TNFAIP8L2 TNFRSF14 TNFRSF1A TRAP1 TRIB2 TSPY26P TTYH2 UBASH3A UBE2E2 UNKL USP24 UTRN XPOT ZFP36L1 GSE21033_CTRL_VS_POLYIC_STIM_DC_3H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21033_CTRL_VS_POLYIC_STIM_DC_3H_DN AATF ACAD8 ACTR5 ACTR8 ADCY3 ADCY7 ADD1 AGPAT2 AHSA1 ALDH5A1 ANAPC13 ARHGEF2 ARHGEF3 ASH2L ATP5PD BAG2 BANP BEX4 BICDL1 BLCAP BLTP2 BMPR1A BRCC3 BRD7 C17orf75 C2CD2L CAD CBR4 CBX3 CBX5 CBX7 CCDC92 CCNA2 CCND3 CD244 CDC23 CEP350 CEP68 CEP72 CHST10 CIT COLGALT1 CREBZF CSF2RB CTBP1 DALRD3 DIAPH1 EI24 ELAVL1 ENTPD3 ERMAP ESS2 EXOC1 FAM117A FAM193B FAM86B1 FAM89B FDXR FIS1 FN3KRP FNBP1 FTO FZD1 GDE1 GGA1 GGCT GGNBP2 GLCE GORASP1 GPHN GRIA2 GRK5 HPS4 HTRA2 KDELR3 KIF1C KIFAP3 KMT2D KPNA6 KRI1 LIMD1 LRCH4 LRRC1 LRRC37A2 LSM1 LSM14A MAML1 MAP3K4 MDC1 MEA1 MGA MIEF1 MKRN2 MPHOSPH10 MPI MPIG6B MRPL35 MRPS11 MRTFB MSH6 NAT10 NCKIPSD NCOA6 NDE1 NDST1 NEIL3 NME6 NQO2 NSFL1C NUP107 NUP50 ORC5 PACSIN2 PAGR1 PAQR4 PARP2 PCYOX1L PCYT2 PDS5B PIK3C2B PIK3R3 PLAU PLIN3 PMS2P5 POLR2B POP4 PPAT PPFIA3 PPP1CC PPP5C PRIM1 PRMT2 PRR13 PSMG2 PTPA PUDP RAB5IF RABEPK RAD17 REPIN1 REPS1 RIN3 RIOX1 RMI1 RNF146 RNF31 RNF4 RPRD2 RPS6KB1 RRP1B SEC24C SENP3 SETD2 SKIC2 SLC12A7 SLC38A10 SLC39A14 SMG8 SMIM8 SNAPC1 SNAPC4 SNX17 SPOUT1 SS18L1 SSR1 STAM SYNE1 TAL1 TARS2 THAP11 THUMPD1 TJP2 TMEM177 TMEM184B TMEM187 TMEM223 TNRC6B TOB1 TOE1 TRIM26 TROAP TSC1 TUBA4A TUBG1 TXNDC15 UBA3 UBB UBE2L3 VDAC3 YY1AP1 ZBTB18 ZFTA ZNF175 ZNF177 ZNF184 ZNF22 ZNF440 ZNF443 ZNF573 GSE21033_CTRL_VS_POLYIC_STIM_DC_3H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21033_CTRL_VS_POLYIC_STIM_DC_3H_UP ACAD8 ADAM10 AKAP1 ANAPC5 ANKRD27 ANXA11 AP2S1 AP5M1 ARMC6 ASH2L ATP5PD AVEN B3GAT3 BAG2 BBS4 BCOR BEX4 BMAL1 BRD7 CBLB CD164 CD244 CDC7 CENPU CEP192 CEP68 CEP72 CHST10 CLCN5 CLN5 CNOT9 COA3 COASY COLGALT1 COQ8A CRAT CREG1 CSE1L CTNNBIP1 DCUN1D2 DDX24 DDX46 DLGAP5 DYNC1H1 EBAG9 EFNA3 EI24 ELAVL1 ELMO1 ELOA-AS1 ENTPD5 EXOC1 F2RL3 FAM168A FAM193B FASTK FBXO46 FN3KRP FNBP1 FTO FUT8 FXR1 FZD3 GDI2 GLCE GNB5 GRK5 GSTK1 HELZ HINT1 HMGN3 HNRNPUL1 HTRA2 IMPACT JARID2 JUP KAZN KDELR2 KIF11 LPCAT1 LPCAT4 LRRC47 LST1 MAP3K3 MDC1 MDFIC MED16 MEGF9 MIEF1 MIS18A MKKS MLLT3 MPI MRFAP1L1 MRPL17 MSRB2 MTERF3 MTMR3 MTMR4 MYH1 MYO1D NAP1L4 NARS1 NAT10 NDUFC2 NIPAL3 NLRX1 NPIPA1 ORC1 ORC6 PACSIN2 PCMTD2 PCYOX1L PDCL PFAS PHKB PIGH PIK3R3 PIM2 PIP4K2B PKD1P1 PKD1P6 PKP4 PLCB1 PMS2P2 POLR2B POLR3B POP4 POU2F1 PPM1H PRDX3 PRIM1 PRKACA PSMA4 PSMF1 PSMG2 PTPN18 PTPRA PTTG3P PUDP PWP1 RAB4A RAB5IF RABEPK RABIF RAD17 RAD9A RANGRF RBM25 RBPJ REPS1 RHOG RNF13 RPRD2 RPS24 RSAD1 RUSF1 SCYL3 SH2D3A SLC16A10 SLC1A4 SLC30A4 SLC35F6 SMIM8 SNUPN STAG3 STX10 SUPT7L TAF11 TAF5 TBC1D13 TDP2 TDRD3 THUMPD1 TMEM177 TNFSF10 TP53 TRAPPC2 TRIM58 TSC22D4 TSPAN14 TST TTC33 TTK TUBA3D TUT4 TXNDC15 UBA7 UBR7 VIPAS39 VPS16 WDR25 ZDHHC7 ZKSCAN4 ZNF135 ZNF177 ZNF184 ZNF391 ZNF768 ZZZ3 GSE21033_CTRL_VS_POLYIC_STIM_DC_6H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21033_CTRL_VS_POLYIC_STIM_DC_6H_DN AANAT ADAMTSL2 AFF1 AFTPH AMHR2 AMIGO3 ANGPT2 ANGPTL1 AP3M2 APLNR ARFGEF2 ARID2 ASXL2 ATP2C1 ATXN7L1 AXIN1 AZI2 B3GALT2 BDP1 BPIFC BRAF BTBD7 C1orf50 C2CD3 C3orf22 CAV3 CCL3 CCN6 CD164 CD2AP CDC37L1 CDK13 CES2 CHST5 CLEC9A COG1 CREBBP DDX46 DENND1A DENND1B DICER1 DNAJC6 DOCK2 DUSP7 EID3 F13A1 FAM168B FAM24A FAM53B FBXL17 FCHO2 FLVCR2 FMNL2 FNBP4 FRMD7 FUT8 GAS2L1 GGCX GGN GPR150 GPS2 GTF3C2 H6PD HIPK4 HIVEP2 HSPB3 IGFN1 IKZF3 IL1A IL2RA INSYN2B IP6K2 ITGAL ITPR1 KAT6B KDM3B KDM5A KDM5B KLF3 KLHL7 KLHL8 KLK10 KMO KMT2D KREMEN1 LCP2 LEAP2 LRIG1 LTB4R2 LYST MBNL2 MEGF8 MICU3 MIGA1 MIR449C MIR455 MYLIP MYLK3 NKPD1 NPAS2 NR1H5P NRIP2 OGT ORM1 OSBP OTUD3 PARP8 PARVB PDPK1 PGBD1 PI4K2A PIAS2 PPFIBP2 PRKDC PRRC2C R3HDM1 R3HDM2 RAB5A RPRD2 RREB1 S100A14 SEMA7A SH3KBP1 SKIL SLC6A11 SLTM SMARCA4 SNX19 SPG11 SSX9P STIM2 STRIP1 SUPT7L SYN3 SYNE1 SYNJ1 TAPBPL TBC1D10C TBC1D2B TGM5 TMEM131 TNIP1 TNRC6A TRAPPC9 TRPV6 TTPAL URB2 USP25 VAMP1 VAV2 WDFY2 WDR27 WNT5B YPEL5 ZC2HC1A ZFYVE26 ZNRF1 GSE21033_CTRL_VS_POLYIC_STIM_DC_6H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21033_CTRL_VS_POLYIC_STIM_DC_6H_UP ACSL5 ADAMTS7 ADNP2 AFDN-DT AFF4 AGFG1 AKT3 AMMECR1 ANK1 ANXA5 APOBR APOM AQP8 ARHGAP5 ARHGEF10 ART3 ASH1L ATF7 ATXN3 AZI2 B3GAT1 BACH1 BCL2L11 BTBD7 BTG3 C6orf15 CABP1 CD226 CD79A CDH17 CDV3 CEP135 CEP170 CFAP70 CHMP1B CHMP2A CMC2 CMKLR1 COPS2 CPA4 CTRC CYP11B2 DCP1A DCTN5 DDIT3 DDX21 DERL1 DHCR7 DHX15 DLG4 DLGAP2 DNAJB5 DNTTIP2 DRD2 DYRK2 DYRK3 ECD EIF4A1 ENOSF1 EPS8L1 ERCC1 ETNK1 FAM3C FAM83E FASLG FBRS FBXO28 FCGR2C FGF4 FGL1 FLT1 FRMD4B GABPA GATA6 GML GNL1 GOLT1B GPR107 GUCY2F HMG20B HSPA9 HSPB7 ICAM5 IDI2-AS1 IL1R2 IL6 IL7R KCNN3 KDM6B KHDC1L KIF25 LAMC1 LEPROT LRIF1 MAD1L1 MAGEA1 MAGOH2P MATK MEFV MEX3C MOAP1 MXD1 MYOG NABP1 NAPG NCS1 NFE2L2 NINJ1 NPC1 NR3C1 NSMF NT5E NUMB NUP58 ODR4 OR2B6 OSR2 P2RX2 PAM PER1 PFKFB3 PHF10 PHF2 PICALM PIK3C3 PLA2G4C PLAGL1 PMCH PNRC1 PORCN POU6F2 PPARD PPFIBP1 PPME1 PRDM1 PRDM2 PRKCZ-AS1 PRLH PRRC2C RABGEF1 RAPGEF6 RHEB RNF10 RNF19B RPL23AP53 RSRC1 RTF2 RXRA SACS SF1 SFPQ SIRPA SLC25A15 SLC27A2 SLC30A6 SLC3A2 SMNDC1 SNIP1 SPATA2 SPATA6L SPOCK3 SQSTM1 ST3GAL5 SUPT6H SYNJ1 TBR1 TENT4A TEX14 TM4SF1 TMEM39A TMEM41B TNFRSF1B TNFSF14 TOPORS TPM4 TSPAN1 TUBB3 UBA6 UBAP1 UBE2B UBE2D3 UBE2W UBE3A ULBP2 USE1 USP16 USP32 USP7 WDR37 WDR4 YPEL5 ZBTB43 ZC2HC1C ZFYVE16 ZNF143 ZNF654 ZNF674 ZPR1 ZYX GSE21063_3H_VS_16H_ANTI_IGM_STIM_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21063_3H_VS_16H_ANTI_IGM_STIM_BCELL_DN ABCB10 ABRAXAS1 AFF1 AFG3L1P AHCYL2 AKT1 ALG6 ALS2 ANKS1A AP1G2 ARHGEF6 ASB16-AS1 ATE1 ATP5MC1 ATR AZI2 BANF1 C10orf143 C11orf54 C18orf54 CARS2 CATSPERB CBR4 CCDC14 CCDC191 CDK19 CDPF1 CDRT4 CENPJ CEP41 CETN2 CHD9 CHID1 COMMD8 CROT CSK CSTPP1 CUL4B DALRD3 DECR1 DNAAF5 DNAJC13 DNPH1 DOCK10 DOCK8 DPAGT1 DPH3 DPP4 DROSHA DYNLT2B EFCAB14 EGR1 EGR3 EHBP1 ENKD1 EPRS1 ERC1 EXOC2 EXOC7 FAAP100 FAHD2A FAM111A FANCI FBXO4 FIG4 FLII FLOT1 FOCAD GALT GNPAT GOLGA3 GSTCD HECTD4 HERC4 HSD17B8 HSDL2 IFNG IFRD2 IFT43 IL18RAP IPO8 IQCE IQGAP1 ITPR1 KAT2B KIAA0319L KLHL8 KMT5B LINC01138 LINC01550 LIPT2-AS1 LNPK LRFN3 LRRC39 MAVS MCCC1 MDM1 MEN1 MIPEP MPP7 MTIF3 MYBL1 MYH3 MZF1 NAPEPLD NBAS NDUFAF2 NELL2 NFYB NME7 NRDC NUP107 OIP5-AS1 PCCA PDE3B PDSS2 PHF14 PHKB PIGG PIGN PKP4 POMGNT1 PPARA PPM1F PPP3CB PSME2 PTGER2 PTRH1 RAB3GAP2 RAB3IP RAB4B RALB RAPH1 RHBDD1 RHOT1 RIOX2 RMI1 RNASEH2A RNF123 RNF170 RNF187 SLC4A2 SLC66A3 SLF2 SLX4 SPATA5 SPG11 SPRN SRPK1 STAG1 STK3 TAF6 TAPBPL TASOR TBC1D22A TCF12 TEP1 TIA1 TIGD7 TIMELESS TM7SF3 TMED10 TMEM131 TMEM161A TMEM205 TMEM218 TMEM80 TMX3 TRADD TRERF1 TRPT1 TSC1 TSEN2 TTN TXK UBQLN4 USP32 USP33 VAMP4 WASHC3 WDR19 WDR59 WDR70 WDR90 WWC3 ZBTB40 ZFC3H1 ZFP3 ZMYM4 ZMYM6 ZMYND11 ZNF239 ZNF25 ZNF37BP ZNF512 ZNF514 ZNF80 GSE21063_3H_VS_16H_ANTI_IGM_STIM_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21063_3H_VS_16H_ANTI_IGM_STIM_BCELL_UP ABCC1 ABHD16B ADAM22 ADAMDEC1 ADGRF1 ADGRV1 ALDH6A1 AMMECR1 AMPD2 ANKRD50 AQP7 ARC ARHGAP31 ARMCX3 ARRB2 ATF3 ATG9B ATP6V0A1 ATP8B2 AXL B2M B3GNT2 BCOR BMPER BVES CARD14 CARD19 CCDC120 CCDC32 CCDC63 CCDC66 CCDC85A CCL7 CCN4 CCR7 CD200 CD2AP CDH17 CDH5 CDKN1B CFAP300 CHRNA9 CIPC CLN8 CNDP1 CNNM2 COMMD7 CTC1 CYFIP2 DDHD1 DGCR6 DNMT3B DOCK10 EBI3 EML1 EPOR ERO1A FAM118A FUCA2 GABRP GALNT10 GANAB GAP43 GJA4 GNAL GNG8 GOSR1 GPATCH8 GUCY1B1 HACD2 HBZ HIF1A HIF1AN HNF4G HSPA4L HYI ICOSLG IGSF9 IL17A IL2 INO80 IPO8 ITGA5 KIF11 KMT2A KPNA7 KTN1 LALBA LCA5L LRRC42 LRRTM4 LY75 MAB21L3 MAP4 MAPKAPK2 MBNL2 MED10 MED24 MERTK METTL9 MIOX MPC1 MPHOSPH6 MRPL45 MSANTD2 MTX2 MXD3 MYC MYO1F NARS1 NDUFA12 NEB NEK4 NHLH2 NIBAN2 NIPAL3 OPTN PARP4 PATL1 PAX3 PBX2 PCDH10 PDE1C PDGFB PDIA2 PDP1 PELI1 PLA2R1 POLK PPARG PPT1 PRCP PUS10 PXK RAB12 RAB40B RAD52 RAMP1 RASD1 RCOR3 REG3G RGS13 RINT1 RPL27A RPL36A S1PR4 SATB1 SCAF11 SCAF4 SDCBP2 SFR1 SIRT1 SIT1 SLC37A1 SLC49A4 SLC9A9 SMAD3 SMN1 SMNDC1 SNRNP48 SON SOWAHA SP1 SPATA6 SPATS2L SPINT1 SRP72 SRSF11 STK33 SULT1B1 TAF11 TARDBP TERB1 TERF1 TFPI TGIF1 THEM4 TMEM263 TMEM35A TMPO TNFAIP3 TNFRSF14 TNFSF4 TNP2 TRAF5 TRAT1 TSC22D3 TUT4 USP16 UTP3 XRN2 ZBTB7A ZC3H13 ZC3H7B ZCCHC9 ZFP14 ZNF212 ZNF471 ZNF524 ZNF655 GSE21063_3H_VS_16H_ANTI_IGM_STIM_NFATC1_KOBCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21063_3H_VS_16H_ANTI_IGM_STIM_NFATC1_KOBCELL_DN AAGAB AARD ACBD3 ADAM19 ADH4 AJUBA ALG8 ANKLE1 ANLN ARHGAP11A ARID2 ARL13A ARL2 ARPC5L ASB3 ASF1A ATG16L2 ATL2 AURKA AVPI1 BCL9L BET1 BORA BORCS5 BUB1B C1orf112 CAMK1D CCDC117 CCDC63 CDC20 CDCA3 CDIN1 CDKN3 CENPH CERK CERS6 CHCHD7 CISD1 CKAP2 CKAP2L CLIP1 CNIH1 CNR1 CPSF3 CRYGN CTH DBF4 DBP DCAF8 DDRGK1 DHX29 DVL1 E2F2 EIF3B EIF3C ELP4 FAM110A FBXL6 FEN1 FKTN FRMPD3 FZD7 GFM1 GFUS GORASP2 GPR108 GPR132 GPR183 GRK2 GTF2IRD1 H2AZ1 HAUS3 HAUS7 HDGF HEXD HIRIP3 HJURP HS6ST1 HSPA2 HSPB6 HUS1 IL31RA INAFM1 INTS3 IPO11 IPO5 IPO7 KCNK6 KDM8 KIF14 KMT5C KNTC1 LEPROTL1 LRP8 LRRC75B LUM MAP4K1 MARVELD1 MIF MKI67 MLST8 MMS22L MNS1 MRPS5 MYCN NADSYN1 NAP1L1 NDC80 NDUFS8 NEK2 NHP2 NMRAL1 NMT1 NPEPL1 NUDT3 NUP205 NUP35 NXT1 P2RX7 PAOX PCBP2 PCCA PCLAF PLEKHF1 PLEKHO1 PNPLA2 POC5 POLE PPM1F PPM1K PPP1R14C PRC1 PREB PRELID3B PTBP2 PTPN18 PTPRA RAB2A RACGAP1 RBBP5 RC3H1 RPA3 RPL14 RPL23A RPRD2 RPUSD4 RRP9 RSF1 RTEL1 SAMD8 SENP6 SEPSECS SERP1 SF3A1 SF3B3 SGO1 SIX6 SLA SLC7A1 SLC9A5 SMC1A SMC2 SNN SNRNP25 SNX10 SRP68 SRSF11 SSNA1 STAG2 STARD3 TAF11 TBC1D31 TDP2 TEC TFAP4 TGIF1 TMEM14C TNC TNFRSF1A TNFRSF25 TNFSF14 TPX2 TRIO UBE2C UBR7 UFL1 UHRF2 UQCRQ URI1 USP36 VPS16 VRK1 WDR62 XRCC6 XYLT2 ZC3H7A ZCCHC8 ZFP28 ZNF286A ZNF689 GSE21063_3H_VS_16H_ANTI_IGM_STIM_NFATC1_KOBCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21063_3H_VS_16H_ANTI_IGM_STIM_NFATC1_KOBCELL_UP ADAM10 ADAM2 AGO4 AHNAK ANGPTL7 AP1S2 APOC2 APOLD1 ARHGAP22 ARL6IP4 ARRB2 ASNS ATG13 ATL1 ATP2A2 B4GALT6 BAIAP2L1 BCAT1 BCL6 BEX3 BLNK BMI1 BMPR2 BNIP3L C3orf70 C4orf19 CAP2 CAPN2 CD300LB CD53 CD93 CDC20 CDH23 CDR2 CDT1 CKAP4 CLMP CLN8 CMSS1 CNPY2 CNR1 CNTN3 COLEC12 COPG2IT1 COX7B2 CPNE8 CSAD CYP3A4 CYP51A1 D2HGDH DAG1 DCDC2 DDAH2 DDX20 DNASE2 DTX2 DTX4 EGLN3 ELF3 ELOVL6 EPPK1 ERI2 FABP4 FAM168B FAM20C FBXO15 FBXO2 FBXO32 FCRL1 FEM1C FGD4 FGFR1 FKBP11 FN1 FOXO3 FXYD6 GAS2L1 GAS2L3 GCAT GDA GDF2 GLUL GNAZ GPR183 GRB7 GRM5 GTSF1 H1-0 HELB HEXB HFE HHIPL2 HIRIP3 HOMER2 HSP90AA1 IARS1 IGFLR1 ITGAV ITGB5 KCNK6 KCTD2 LRRC8A LXN LYL1 MATN2 MDC1 MDM1 MEF2C MGAT5 MOGAT1 MORF4L2 MPDZ MRPL33 MYBL1 MYC MYOG NARS1 NAV1 NCAM1 NECTIN1 NES NIBAN2 NR2E3 NREP NUCKS1 OSBPL8 OTULINL P3H2 PDAP1 PDE2A PDXK PER3 PFKFB4 PID1 PKP2 PLCB3 PLEKHG5 PLXNC1 POR POU2AF1 PPARG PRRG1 PTPRS RAB29 RAD50 RASA3 RASAL2 RASL10A RELL1 RNF180 RPRD1A RUFY1 SAMD11 SERBP1 SF1 SLC12A2 SLC22A9 SLC25A31 SLC40A1 SLC44A1 SOD1 SPART SPIC SQLE SRCAP SRMS SSR1 ST6GAL1 STARD6 SYNE4 SYT8 TAFA4 TCF4 THAP2 THBD THBS1 TLCD1 TLR5 TMC6 TMEM267 TMEM59L TNFRSF17 TSGA13 TSLP TTC16 TTLL4 TUG1 TUT4 TXNDC5 UBE2E3 UBR3 URB1 VTN WDR12 ZBTB26 ZNF384 ZNF449 ZNF511 ZNF629 GSE21063_CTRL_VS_ANTI_IGM_STIM_BCELL_16H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21063_CTRL_VS_ANTI_IGM_STIM_BCELL_16H_DN ACSBG1 ADIPOQ ADRA2B AFF3 AGTR1 AIRE AIRN ANKRD9 ANPEP APOF ASS1 ATP2B2 AUTS2 BATF2 BCL2A1 BICDL1 BTG3 BTNL2 C12orf56 C16orf90 C2orf73 C3orf22 CARTPT CCDC183 CCDC198 CCDC88B CCNG1 CDC42BPG CDH16 CIB3 CIB4 CKB CLCN4 CNST COBL COMMD5 CPQ CPS1 CRYBA1 CSRNP1 CTSE CXXC5 CYP39A1 CYP4A11 DCLK1 DOCK2 DYNLL2 EFNA4 EPHX1 ERCC5 EXOC5 EXT2 FHIT FREM1 FUT7 GAL3ST4 GBA1 GIMAP4 GPR37L1 GPR83 GPX8 GRAMD1B GRHL3 GSTT1 GZMB H2AC18 HCFC1R1 HCN3 HMBOX1 HMCES HMGA2 HOXB13 HPCAL1 HS3ST1 HSD17B11 HTR1D IER5 INHBC IRS4 ITPKC JAK3 KLHL14 KLRD1 KRTAP7-1 LCP2 LDAF1 LEFTY2 LGALS3 LOXL2 LPL LRGUK LYST MAP1LC3B MBNL1 MED10 MIOX MRRF MST1 MYO7B NAA20 NALCN NGF NKD1 NMBR NME5 NT5E ORM1 OS9 PARP9 PDLIM2 PEA15 PENK PGLYRP1 PHLDA3 PLEKHG1 PLK3 POMGNT1 PPM1H PROM1 PRR22 PRR32 PRSS42P PRSS56 PSD3 PTP4A3 RADIL RAP1GAP RCHY1 RHOH RMC1 RNF125 RNF180 RPE65 RPL23A RPS8 RPTN RSPH14 RSPO3 S100A11 S100A4 SAMSN1 SAP30L SCARB2 SCARF1 SELENOP SGCB SGSM2 SHC4 SHLD2 SIRT2 SLC17A6 SLC24A2 SLC25A22 SLC35F3 SLC6A12 SLC8B1 SLCO1C1 SNX1 SORL1 SSU72 ST14 STAM2 STMN4 SV2A SYNC TBC1D10C TBX20 TMEM104 TMEM45B TMPRSS15 TNFSF4 TNRC6A TNS4 TOM1L1 TOX TPR TPST1 TRAPPC12 TRHDE TSPY1 TTLL5 TVP23A TWIST1 TXNIP UBC UBTF UNC5CL USP26 VAMP8 VPS53 VTCN1 WASF3 YWHAB ZBTB9 ZKSCAN4 ZMAT3 ZMAT5 ZNF148 ZNF365 ZSWIM5 GSE21063_CTRL_VS_ANTI_IGM_STIM_BCELL_16H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21063_CTRL_VS_ANTI_IGM_STIM_BCELL_16H_UP AATK ABHD11 AGFG2 AKR1B1 ALDH1L2 ARC ARHGAP33 ARMH3 ASPM ASRGL1 ASXL2 ATF3 ATXN7 AURKA BBOX1 BHMT BIRC5 BORA C1QBP C9orf72 CACNA1S CBX5 CCDC120 CCDC30 CCDC63 CCDC85A CCNA2 CCNB2 CCT5 CD2AP CDC25C CDK1 CDKN3 CDR2 CDT1 CENPE CENPN CENPU CEP55 CEP57 CEP76 CHCHD10 CIB2 CKAP2 CLDND1 CLIC4 CNTROB CRHBP CRLS1 CSF2RA CXCR6 DBP DET1 DLGAP5 DLL4 DNMT1 DNMT3B DPF1 EBF1 ECT2 EIF4E EMC1 ERO1A EXPH5 FADS1 FBXO5 FKBP1B FKBP7 FLRT3 GFRA1 GPAM GPR180 GPR85 GPSM2 GRK6 HAUS6 HDDC2 HMGCL HNRNPDL HP1BP3 HR HYI ICE2 IDH2 IDH3B IFI30 IFITM2 IFT140 IL17A INTS12 IPO11 KCNB1 KDSR KIF20A KIF20B KIF23 KMT5A KNSTRN KRTAP26-1 KYAT3 LCA5 LPP-AS2 LSM3 MAOA MCOLN2 MDM1 MIPEP MIS18BP1 MMS22L MORF4L2 MRPS33 MTFR2 MTHFD2 MTMR7 NAP1L1 NARS1 NDC80 NECTIN2 NEIL1 NEUROG3 NRM NVL ORC2 PCK2 PGAM5 PLPPR2 POLE2 PPP1R14C PRC1 PRKCI PRR11 PRR5 PRSS37 PSD2 PSTK PTPN5 PUS10 RAB12 RACGAP1 RAD51B RAPGEF5 RASGEF1B RBBP4 RBBP9 RCOR3 RNASEH2A RNF26 RPA3 SDHAF3 SELENOH SEMA6D SERPINB1 SGIP1 SGO1 SKA2 SLC25A28 SLC49A4 SLC6A15 SLC7A5 SLC9A5 SLFN12 SMUG1 SNRPA SNRPF SOSTDC1 SPAG5 SPC24 ST6GALNAC1 STK33 STN1 STRBP STT3A TAF15 TBC1D24 TERB1 TFPI TFRC TICRR TIMELESS TIPIN TMCO6 TMEM161B TMEM191C TMEM263 TMEM88 TNFAIP1 TNFRSF10A TOP2A TPI1 TRIM28 TRIM68 TUBGCP5 TXNDC5 UBE2C VAV1 VPS72 VRK1 ZCCHC8 ZFP82 GSE21063_CTRL_VS_ANTI_IGM_STIM_BCELL_3H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21063_CTRL_VS_ANTI_IGM_STIM_BCELL_3H_DN ABCA1 ABLIM1 ABTB3 ADAM10 ADAM12 ALKBH4 ANGEL2 ARID4A ARL6IP1 ATP7A ATP9A BTF3L4 C16orf54 C1orf94 CAMK1G CCZ1 CD164 CDK19 CEP85 CERT1 CHN1 CLCN3 CNTN6 CNTNAP1 COASY CYB561D1 DACT1 DAP3 DCK DHX9 DMC1 DNAJB4 DNAJC6 DNM1L DUT DYNC1I2 ENO2 ERICH1 EYA2 FAM118A FBXL12 FBXO32 FBXO38 FMNL2 GABPA GALNT4 GALNT7 GFI1 GLT8D2 GMCL1 HAGH HES6 HMGB1 HMGB3 HMGXB4 HPCAL1 HSPA4L IDH1 ILVBL INPP5K ITPA JUP KAT2B LANCL1 LIN9 LRRC40 LRRC42 MAP1LC3B MAP3K13 MARCKS MBD3L1 MGAT4A MIGA1 MINDY2 MIR1-2 MKRN2 MRPL13 MXI1 NCOA1 NPC2 NR1D2 NT5C2 NUP107 OGFOD2 OLIG3 OSBPL2 PAPSS2 PDCD10 PELI2 PFKFB1 PFKP PIGP PKNOX1 PLCL1 PLEKHO1 PLXDC2 PODXL2 PPTC7 PREP PRRG4 PTGR3 PTPN22 PTPRA RAB22A RALGPS2 RASA1 RBFOX1 RBM24 RELL1 RLF RPA1 RPS6KC1 RSBN1 RSRC1 S100A11 SEC22C SEMA7A SENP5 SENP6 SETD3 SLC25A24 SLC28A2 SLC30A4 SLC36A4 SLC37A2 SLCO4A1 SMARCD2 SMOC1 SMURF2 SOAT1 SPATA6 SSBP2 ST6GAL2 STK3 STRN3 SUGP1 SUMF1 SUZ12 TAB1 TAPT1 TMEM218 TMEM71 TOLLIP TPCN2 TRAPPC2L TRIM23 TSGA10 TSHZ1 TUBB2A TUBB2B UBE2G2 USP44 USP53 VGLL4 WIPI2 YIPF1 ZBTB25 ZMYM1 ZNF148 ZNG1A ZSWIM4 GSE21063_CTRL_VS_ANTI_IGM_STIM_BCELL_3H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21063_CTRL_VS_ANTI_IGM_STIM_BCELL_3H_UP A1BG ABCB5 ADAMTSL4 ADGRE1 ADGRF2 AGO2 AHR AKIRIN1 ANTKMT ASAP1 ATG16L1 ATP11C ATXN2 AXIN2 B4GALT2 BBIP1 BEX1 BEX3 BTBD3 BTLA C11orf87 CAMK4 CAPG CAPN12 CARD19 CASP6 CCDC141 CCR5 CD28 CDCA7 CEP68 CETP CHRNA5 CLIC5 CLPP CLU CLUAP1 COL12A1 CPNE2 CTC1 CXCR6 CYB561 CYSLTR2 DENND5A DKK3 DTX1 DUSP4 ECRG4 EDEM1 EEIG1 EIF3J ENKD1 EOLA1-DT FABP5 FBXL16 FBXO41 FBXO45 FBXW9 FCGRT FCRL2 FGF7P3 GABRB1 GADD45A GANC GATA3 GPER1 GPR183 GREM2 GYPE GZMK HAUS3 HELB HIVEP2 HK2 HLA-DMA HMGA1 HMGB3 HSBP1L1 IFI44L IGFBP4 IL12A IL21R-AS1 IL6R ITGA6 KCNA3 KCNK5 KCNN3 KIF3B KLHDC8A LEF1 LEFTY1 LEPROTL1 LIMK2 LINC00641 LINC02520 LL22NC03-63E9.3 LRRC8B LSR LTB MAL MBOAT1 MCUB MDN1 MICU3 MID1IP1 MPI MPP4 MRPL4 MS4A1 MTHFD1L MYC MZF1-AS1 NCAN NCLN NELL2 NFKB1 OR11A1 PDE4B PER2 PIK3R1 PLA2G4C PLEKHA5 PPP4R3C PRDM8 PRICKLE2 PUS7 PVT1 PWWP3B RAB3GAP1 RASGRF2 RASGRP3 RASSF2 RASSF7 RCAN3 RD3 REG1B RGMB RHOU RPL35 RPS16P5 RYR1 SCARNA2 SCML4 SEMG1 SF1 SHISA3 SIRPG SMAP2 SNHG12 SNHG16 SNN SNX30 SOX1 SPECC1 SPRY1 SPRY2 SPSB1 ST8SIA1 STK33 SYNE3 TAB2 TAS1R1 TBC1D4 TCEAL2 TCF7 TGFBI TMEM143 TMEM14B TMEM14C TMEM91 TNFAIP8L1 TNFRSF10B TNFSF8 TOMM22 TRABD2A TRAF1 TRAT1 TTLL4 TTN TUBA4B TUBG1 UBASH3A UNC5D USP6NL VSIG1 YBX3 ZBTB20 ZEB1 ZNF416 ZNF587 GSE21063_CTRL_VS_ANTI_IGM_STIM_BCELL_8H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21063_CTRL_VS_ANTI_IGM_STIM_BCELL_8H_DN ABCA9 ACVR2B ADAMTS4 AGTR1 AKAP4 AKR1C3 ALS2 AMACR ANGPTL2 APOA2 ARHGAP32 ASCL3 ATP13A1 ATP2B2 ATP6V1B1 AZIN2 BCAR1 BCL2L14 BDH1 BFSP1 C1orf159 C2CD4B C3AR1 C5orf46 C8orf82 CA10 CADM1 CADM4 CALCOCO2 CASP7 CAV3 CCDC198 CCDC54 CCL19 CCNB3 CD5L CDK20 CDT1 CFAP70 CIB4 CKB CLRN3 COL4A2 COMMD5 CRHR1 CRYBG2 CTSE CYP17A1 DDX3Y DHRS11 DHRSX DLL4 DNAH6 DNAH8 EFEMP1 EFNA4 EN2 ENPP3 EYA4 FAM20C FAM98C FBP2 FBXO17 FECH FEN1 FIG4 FLVCR2 FOXP2 FREM1 GDF10 GDF15 GNGT2 GPR107 GPR83 GZMH GZMM H2AC18 HNF1A HOOK1 HTR1D IDO2 IL15 IL27RA IPO11 ISCU ITIH5 KCNG2 KLHL10 KLHL35 KLK5 KRT25 KRTAP11-1 KRTAP4-12 KRTAP8-1 LHB LMAN2 LRRC10B LYSMD2 MC2R MCOLN2 MCOLN3 MCTP2 MED22 MFSD12 MMP23B MPL MSRA MTBP NALCN NECAB3 NECTIN2 NFE2L1 NFRKB NGF NOA1 NOL9 NOSTRIN NOXO1 NPRL2 NR6A1 NXPE4 PCDH9 PCSK7 PDIA4 PF4 PGP PIR PLAC8 PLPPR4 PLXNB2 PNKP POC1A POLD3 PPM1H PRND PRR16 PRR32 PRRG1 PRSS56 PRTG PSD2 PTPN18 PTS RAB39A RACK1 RFC2 RFX5 RGS11 RHOBTB3 RNASE1 RRP9 RSPO1 SAMD10 SCHIP1 SERPINA10 SETDB2 SHOX2 SLC12A5 SLC16A14 SLC26A1 SLC37A2 SLC4A8 SLC8B1 SMYD5 SNX1 SNX24 SPACA4 SPATA16 SV2A SYCP2 SYNC TAPBPL TEX13A THBS4 THEMIS TMC7 TMEM179 TMEM51 TMEM79 TP53BP2 TRIM69 TRIM72 TRMO TTC26 USP36 VARS2 VGLL3 VNN2 VPS53 VSIG1 WASF3 WDR54 XDH ZKSCAN4 ZMAT5 ZNF418 ZNF598 ZNF689 ZNF746 GSE21063_CTRL_VS_ANTI_IGM_STIM_BCELL_8H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21063_CTRL_VS_ANTI_IGM_STIM_BCELL_8H_UP ABCB9 ABI2 ADAM15 ADRB2 AJAP1 ANGPT1 ANK1 AP1S2 ARAP2 ASTL ATCAY B4GALNT3 BIRC3 BRSK2 BST1 BTLA CALHM6 CAMK2D CD177 CD274 CD300A CD300LF CD5 CD6 CDK5R1 CHL1 CHSY1 CLIC4 COBLL1 CYTIP DAB2 DCAF12L1 DCBLD2 DNAJB2 EEIG2 EGLN3 EGR2 ENAM EPCAM ERN1 ETNK1 ETV5 FAM124B FFAR3 FILIP1L GADD45B GAS8 GPR146 GPR174 GPR183 GRIK1 HDAC5 HERC3 HIVEP3 HMGN3 HRH2 ICAM1 IL12B IL17RB IRF4 ISG15 ITIH5 ITM2A KBTBD11 KMO KRAS KRTAP4-1 LAMA1 LARS1 LHFPL2 LMLN LRRC49 LY6D LY6E LYNX1 MALT1 ME2 MED22 MGAT3 MIR30D MSL3P1 MYO10 NAB1 NAV1 NCOA3 NDRG1 NFKB1 NFKB2 NFKBIA NFKBIZ NME1 NR4A1 NR4A3 NT5C1A P2RX7 PAQR6 PARP14 PCYT1A PDZD2 PDZD7 PLAUR PLB1 PLK2 PPM1L PPP1R15A PPP1R3D PROKR1 PRR9 PTGER4 PTPN21 RCL1 REG4 RELB RETREG1 RFX4 RFX5 RIGI RNF122 RUFY4 SAMSN1 SCRN2 SEMA4G SEPTIN11 SESN3 SH3BP2 SH3PXD2B SORCS1 SPATS2 SPRY4 SRFBP1 STAP1 THRB TIFAB TM6SF2 TMEM63A TMEM64 TNFAIP3 TNFRSF25 TNFSF10 TNIP2 TNNT2 TNS3 TRAM1 TRIB1 TRIM46 TRIM66 TRPV4 TSC22D1 TSPYL2 VMO1 WLS ZBP1 ZFP36 GSE21063_CTRL_VS_ANTI_IGM_STIM_BCELL_NFATC1_KO_16H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21063_CTRL_VS_ANTI_IGM_STIM_BCELL_NFATC1_KO_16H_DN ABCB7 ADAM17 ADAT2 ANGPTL4 ATG16L2 ATG4A AVPI1 BCAT2 BHLHA15 BMAL1 C11orf54 C2CD4C C9orf85 CAND1 CBLL1 CCDC63 CCDC93 CCR6 CDR2 CENPE CENPP CERS6 CHCHD10 CIBAR1 CKAP4 CLEC10A CNIH1 COBL COX11 CRAMP1 CRISPLD2 CTLA4 DAP DDRGK1 DGAT1 DNAAF10 DNAJA2 DOCK10 DOCK11 ECD EIF3A EIF3F EZH2 FAM110A FAM98B FBXL18 FBXL19 FBXO5 FHOD1 FLNB FRMPD3 GALC GARS1 GATAD2B GGNBP2 GKAP1 GPN3 GPR132 GPRIN3 GTF2IRD1 GYPC HAUS3 HBS1L HECW2 HNRNPDL HS6ST1 HSF1 IARS1 IL22 IL2RB INKA1 IPO5 IRF2 ITGA3 ITM2C IYD KDM1A KRAS LAMA1 LRIG2 LSM3 LUC7L MAP3K2 MAPK14 MARVELD1 MAST2 MBIP MED23 MED30 METAP1 MGME1 MMP11 MNS1 MRPL32 MTF1 MYB NAP1L3 NBEAL1 NDUFAF6 NHLRC3 NIBAN1 NIPBL NME2 NOL7 NOL8 NR4A2 NSG2 NUP43 PARD6G PCBP2 PDE1A PDLIM2 PFDN5 PGM2L1 PHAX POLR1C POLR2E PPP1R12B PPP1R14C PPP2R5D PRELID1 PROKR2 PRPF8 PRR11 PTBP1 PUS10 RAB11FIP4 RAB2A RAD51B RBBP5 RCHY1 RCOR1 RCOR2 RELL1 RFC3 RIC8B RILPL2 ROCK2 RPL14 RPL23A RPS21 RYR3 SAP30L SBNO1 SEC14L1 SELENOH SEMA4C SENP6 SETDB2 SF3A1 SFR1 SGIP1 SGTB SHARPIN SIT1 SLC12A6 SLC1A4 SLC3A2 SLC49A4 SLF2 SMC6 SNHG6 SNORC SNRPD2 SNX10 SNX5 SPRING1 SPRY3 SRSF11 STARD5 STK10 SUV39H2 SYNE1 TARS1 TCF12 TFRC TGIF1 TJAP1 TMEM218 TMPRSS13 TNF TNFAIP1 TNFSF14 TRIM65 TSC22D3 TYW3 UFL1 UTP11 WNT16 WWP2 YAF2 YBX1 ZCCHC8 ZCCHC9 ZNF280D ZNF518B ZNF524 ZNF598 ZNRF1 GSE21063_CTRL_VS_ANTI_IGM_STIM_BCELL_NFATC1_KO_16H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21063_CTRL_VS_ANTI_IGM_STIM_BCELL_NFATC1_KO_16H_UP ABCG8 ACOT7 AFF3 AGPAT3 AGTR1 AK1 ALDOAP2 ANKRD46 AOPEP AP5B1 ARAP2 ARC ARF6 ARG2 ARHGAP42 ARHGEF16 ARL4C ASB14 ASB2 ATOX1 ATP6V0A1 AZGP1 BCL2L11 BRMS1 BSCL2 BST1 BTD CA5B CACNB2 CALHM5 CASK CASP4 CASP6 CCDC81 CCL2 CCL4 CCN4 CCR5 CD48 CDC42BPA CLEC16A CNIH2 CNKSR3 COL14A1 CORO6 CPQ CSNK1D CTSA CTSD CTSF CTTNBP2NL CXCR3 DGLUCY DUSP2 EHD3 EIF5A EPHX1 EXOC4 FAH FAS FAXC FBXL7 FBXO42 FHL2 FKBP5 FLYWCH1 GABARAPL1 GBA1 GDF3 GIMAP6 GJA4 GLIPR1 GLRX GNB4 GPR137 GSKIP HLA-DMB HOXC10 HTR1D HTRA4 IER5 IGSF9 IL10RA IL10RB IL12RB2 INTS15 INTS7 ITM2B IZUMO1R JUNB KCNMB4 KIAA1217 KLF2 KLHDC8A KLRD1 KLRK1 KRT71 LAG3 LANCL3 LRRTM1 LYPD3 MAN2B1 MAP3K10 MGAT5B MGLL MGMT MMRN1 MOV10 MPEG1 MPPED1 MSI2 MTFR1L MYL6 MYO3A NCOA1 NDST4 NDUFB9 NEUROD2 NLGN1 NLRP6 NPC2 NRN1 NT5E NXF1 NYAP1 OSR2 OXNAD1 P3H2 PAPLN PARP9 PHF23 PIK3CG PKP3 PLA2G10 PLA2R1 PLD3 PLK2 PLK3 POLK PPFIBP1 PSD4 PTGES PTPN14 RBMS1 RGS17 RIPOR2 RPS6KA1 RTN1 S100A10 S100A13 S100A4 SAMD9L SCGN SELPLG SERPINB8 SH3BGRL3 SH3GL3 SIGIRR SLC28A2 SLC29A3 SLC34A2 SLC66A3 SLC7A4 SLFN12L SMIM23 SNAP29 SNX20 SSBP4 SSTR1 STOM SYT5 TAFA3 TBXA2R TEX11 THADA TIMP1 TMEM260 TMEM43 TNFSF13B TNS1 TPBG TRAPPC8 TREX1 TRIM66 TRIP6 TRMO TRPV2 TSPAN13 TTLL10 TXNL4A UCP2 UMOD UNC93B1 VGLL4 VSIR WASF1 WDR91 XDH ZBTB38 ZFAT GSE21063_CTRL_VS_ANTI_IGM_STIM_BCELL_NFATC1_KO_3H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21063_CTRL_VS_ANTI_IGM_STIM_BCELL_NFATC1_KO_3H_DN ADAP2 AGPAT4 AKIRIN1 ALK ARAP2 ARID5B ASTE1 ATG14 ATOSA ATP8A1 BANP BAZ2B BCL2A1 BICDL1 BMPR2 BTG2 BTN3A1 BTN3A3 C14orf28 CAMK2N1 CATSPERB CCDC186 CCL4 CCNL2 CCSER2 CHD6 CHD7 CHIC1 CLIP4 CMTM4 CRK CRTAM CTSO CUX1 CXCR3 CYTH3 DDI2 DIPK1A DKK3 DUSP2 EEIG1 EFCAB14 EGR2 EHD3 EID3 ENSG00000284691 ENTPD4 EPHA4 ERO1B FAM210B FAM234A FAM53B FCHO2 FCRL3 FHIP1B FOS FOXP1 FTX FYCO1 GCNA GFPT2 GK5 GPRASP2 HECTD4 HERC1 HIC2 HOMER1 HOOK1 IL18BP IL18RAP IL4I1 IL7R INTS6L ITPKC KAT6A KCTD21 KDM7A KLF3 KLRK1 KMT5B LEPROTL1 LINC01138 LIPT1 LLGL2 LONRF3 LRRC39 LUZP1 MAGED2 MAP3K2 MED13 MGAT4A MIA3 MIR101-1 MN1 MPP7 MXD4 MYBL1 MYH3 NBPF10 NFAT5 NR2C2 NR4A3 OSBPL7 PARP8 PDE4B PDLIM5 PHF1 PIK3CA PIK3IP1 PIK3R1 PIK3R4 POFUT2 POU6F1 PPP2R5C PRDM2 PSME4 RAB11FIP3 RABGEF1 RALGAPA1 RANBP6 RAPH1 RC3H1 RGMB RIMKLB RORA RSC1A1 RUFY3 SERTAD1 SETD2 SETD6 SGK3 SH3BP5-AS1 SLC30A7 SMURF1 SMURF2 SNRPN SOAT1 SPG7 SYNJ2BP SYTL2 TEF TEX2 TMCC1 TMEM170A TNFSF14 TRAF6 TRANK1 TRAPPC10 TRIM39 TRIM52 TSC22D1 TSC22D2 TSPYL2 TULP4 UBL3 USF3 USP33 VAMP3 VCPIP1 VPS13D WDR19 WDR35 WIPF1 WWC2 XCL1 YPEL5 ZBTB10 ZBTB11 ZBTB20 ZBTB40 ZBTB44 ZC3H12A ZCCHC14 ZDHHC7 ZFYVE16 ZHX1 ZMAT1 ZNF235 ZNF239 ZNF283 ZNF284 ZNF33A ZNF506 ZNF559 ZNF568 ZNF704 ZNF805 ZNF91 ZRANB1 GSE21063_CTRL_VS_ANTI_IGM_STIM_BCELL_NFATC1_KO_3H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21063_CTRL_VS_ANTI_IGM_STIM_BCELL_NFATC1_KO_3H_UP ABI3BP ACADL ACLY ACOT7 ACTN2 ACYP2 ADA ADAMTS5 ADAT2 ADK AKIRIN1 ANAPC11 ANXA5 ANXA6 AOC1 AP1M1 APPL2 ARL4C ARL6IP5 ATP6V0B ATP6V0E2 B3GALNT1 BASP1 BIK C6 CACNB3 CAMK1 CAMP CAP1 CCN5 CD14 CD80 CD96 CDKN2D CDS2 CEP19 CHRNB2 CLCNKA CLVS1 CMC2 COL4A2 COX18 COX8A CRBN CRIP1 CRTAM CRY1 CXCR6 DAPK2 DAZ2 DBNL DERL2 DERL3 DNAJB6 DPH5 EFNA3 EGLN3 ELK3 ELL2 EMB EMP1 ETV6 FABP5 FANCL FGFR4 FOXI1 GDPD3 GFRA2 GIMAP7 GLIPR1 GLIPR2 GNA15 GNG3 GOLT1B GRB7 GSPT2 HAL HCRT HLA-A HLA-G HLF HORMAD1 HYI IL1R1 IL22 IPP ISG15 ISG20 ITPK1 KCNK5 KIAA1143 LALBA LAPTM4B LARGE1 LCN2 LCORL LDAF1 LGALS3 LGALS3BP LGALS7 LTB4R LTBP2 LTF LYSMD2 MBD2 MCFD2 MND1 MRPS5 MXRA8 NOCT NR1D1 NT5C3A NXF2 OSTF1 P4HB PAPPA PAPSS2 PAQR7 PARP12 PBX3 PCTP PDLIM4 PEX16 PFN1 PHETA2 PIWIL2 PLA2G2D PRDM1 PRDX6 PRSS12 PSMC3IP PSPC1 PSRC1 PTGIR PTPRA RAB18 RAB3GAP2 RAB4A RABGGTB RAP1B RIPPLY3 RORC RPL39L S100A4 S100A6 S100A8 S100A9 SAMD11 SCIN SCPEP1 SDC3 SEL1L SELENOM SELPLG SERPINA12 SERPINB1 SERPINB6 SERPINB9 SH2D1B SLC15A3 SLFN12 SMAD2 SOAT1 SPHK1 SPTSSA ST6GALNAC1 STARD3NL STMP1 STRC SURF1 SYTL1 TBCB TMED10 TMED7 TMEM160 TMEM176A TMEM176B TMEM203 TMEM30A TMEM9B TMIGD1 TMOD3 TMOD4 TNFRSF14 TNNT1 TRPV4 TSPAN3 TSPAN31 TSPYL4 TTC39C TULP4 UAP1 UBXN2B USP18 VMP1 VOPP1 WBP2 WNT8B ZFPM2 ZNHIT2 GSE21063_CTRL_VS_ANTI_IGM_STIM_BCELL_NFATC1_KO_8H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21063_CTRL_VS_ANTI_IGM_STIM_BCELL_NFATC1_KO_8H_DN ABCD2 AEN AKIP1 ALS2 ANLN ANP32E ANXA4 AP2B1 AP3B1 ARHGAP18 ARHGAP19 ARHGEF6 ARHGEF9 ARV1 ASF1B ASPM ATF3 ATIC ATP23 ATP5MC1 AURKA B3GNTL1 BARD1 BCAS4 BIRC5 BIVM BLM BUB1B C17orf58 C1GALT1C1 C9orf40 CBR3 CCDC138 CCDC14 CCDC25 CCNA2 CCNB2 CCR2 CDC25A CDCA2 CDK19 CDKN2C CDPF1 CDRT4 CENPO CENPU CHCHD3 CHEK2 CHID1 CKS1B COA6 COQ3 CPPED1 CSF1 CSTPP1 DECR1 DEPDC1B DGLUCY DMC1 DNPH1 DONSON DPAGT1 DUT E2F7 EDEM1 ELP4 EPRS1 ERP44 EXO1 FANCD2 FANCI FIG4 FKBP15 FLOT1 FUCA2 FUT8 GANC GATAD1 GGCT GMDS GMPPA GNPAT HDDC3 HERC4 HIRIP3 HJURP HMGB3 HMMR HSD17B8 IAH1 IARS1 IDH1 ITPR1 KIAA0586 KIF15 KNTC1 LAGE3P1 LINC00624 LRR1 LSM4 MAD2L1 MAGOHB MAP3K5 MAPKAPK3 MCCC1 MCM10 MCM5 MCTS1 MDM1 MGMT MNAT1 MPV17 MRPS9 MTHFD1L MTHFD2 MYL6B NAA35 NBAS NCALD NCAPG NCAPH NEDD4 NINJ2 NINJ2-AS1 NRDC NSD2 NTHL1 NUBPL NUTF2 ORC3 PAAF1 PCCA PHF14 PHF19 PHLDA1 PIBF1 PIGN PKM PKP4 PLAAT3 PLCXD1 POC5 PRIM1 PRKCE PSME2 PSRC1 PTGER2 PYCARD RAD51 RFC3 RIDA RMDN1 RNASEH2A RNF167 RNF187 RPL22L1 RPL39L RPS6KC1 RXYLT1 SAC3D1 SEL1L3 SERPINB6 SFXN4 SIT1 SKA1 SLC27A2 SLC35E4 SMC2 SMIM20 SNX5 SPAG5 SRD5A1 SRI STMN1 STN1 STYXL1 TARS1 TFDP1 TM7SF2 TMA16 TMEM107 TMEM218 TMEM79 TOP2A TRAP1 TRERF1 TRIM46 TTK TTLL12 TXN TYMS UCHL3 VANGL1 VPS29 VRK1 WDR70 ZEB1-AS1 ZNF512 GSE21063_CTRL_VS_ANTI_IGM_STIM_BCELL_NFATC1_KO_8H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21063_CTRL_VS_ANTI_IGM_STIM_BCELL_NFATC1_KO_8H_UP ABCB1 ACSL1 AGFG1 ALK ANKRD13D ARFGEF2 ARHGEF7 ARID5A ASB6 ATG2A ATP2B1 BACH2 BAMBI BCL6 BCL9L BCOR BMAL1 BRD1 C1orf115 CACNA2D2 CAMK2N1 CARNS1 CCDC93 CCNL2 CDK12 CFAP410 CHD1 CHD7 CHKA CKAP4 CLCF1 CNOT6L COG3 COL6A2 CRTC2 CRY2 CRYBG1 CTRL CTSO CXorf65 CYTH3 DCTN6 DDI2 DDR2 DDX6 DHX36 DNAJC3 DNMBP DNTTIP2 DUSP10 DUSP2 EEIG1 EID3 ELL ENC1 ENTPD4 EPC1 EPHA4 ERO1B ETV3 FAM177A1 FAM210B FAM53B FAM83G FBXL20 FBXO21 FGF9 FHIP1B FOSB FOXO3 GALNT11 GGA3 GNL1 GPATCH8 GPR65 GTF3C4 HCP5B HERC1 HOOK1 HSPA13 IBA57 IDI1 IER5L IFNGR1 IKZF5 IL18BP IL7R ITGA5 ITPKB ITPRIP KAT6A KDM6B KDM7A KLF3 KMT2D LINC00528 LINC00691 LONRF3 LTBP4 LUZP1 LYPD3 LYZ MACO1 MAP2K7 MAP3K2 MAPKAPK2 MIA3 MID2 MIDEAS MIDN MIR101-1 MLNR MLXIP MMP9 MSL2 MXD4 NBEAL2 NFE2L2 NIPBL NOL4L NR1D2 NRIP3 OSBPL5 OSBPL7 PDE4B PDP1 PELI2 PER1 PHLDB3 PIAS2 PIK3CA PIK3IP1 PIK3R1 PLK3 POFUT2 PSME4 PTP4A1 PTPRE RAB30 RABGEF1 RAPGEF2 RB1CC1 RBM38 RBMS2 RC3H1 REL REXO1 RINT1 RNF125 RNF38 RPS6KB1 RSC1A1 RYK SC5D SERTAD1 SETD2 SFN SGK3 SIRT1 SLC11A2 SMAD7 SMAGP SMURF1 SMURF2 SNX30 SPEN SPON2 STX1A SYAP1 TBC1D23 TCF7L2 TGFB1 TMEM88 TNRC6A TOPORS TP53BP2 TRIM39 TRIM52 TSC22D2 TSPYL2 UBL3 USF3 WDR91 YPEL5 ZBTB10 ZBTB11 ZBTB2 ZC3H12A ZFP36 ZFYVE28 ZNF276 ZRANB1 GSE21063_WT_VS_NFATC1_KO_16H_ANTI_IGM_STIM_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21063_WT_VS_NFATC1_KO_16H_ANTI_IGM_STIM_BCELL_DN ACTG1P17 ADGRG1 ADH1B ADRB2 ANKRD30B ANXA4 ARMC9 ASCL2 ASIC3 ATP10A ATP13A4 B3GAT1 BBC3 BTN1A1 C10orf71 C1QTNF7 C21orf62 CACNA2D1 CAMK2N1 CCDC140 CCDC69 CD3G CD68 CDC25A CECR2 CENPO CFAP57 CHRDL1 CHST2 CLDN14 CMKLR1 CNGB1 COPZ2 CORO1C CSMD2 CST4 CST7 CTNNA1 CTSLP8 CX3CR1 CXCR1 CXCR2 DAB2IP DEFB121 DKK2 DNAH10 DRC7 DUSP19 DUXAP9 EDIL3 EPHB3 ERBB2 F11R FAM199X FAR2P2 FGFBP2 FRMD4B FRZB GAD2 GAGE1 GJA1 GLI2 GLI3 GNAL GOLM1 GPBAR1 GRP GZMB GZMH HAO1 HAVCR2 HDC HOXD3 IFIT3 IFNA14 IGLL1 IL20 ITGB7 ITGB8 JAZF1 KAAG1 KIF13A KIF2B KIRREL3 KRT2 KRT222 KRT78 LGR6 LIM2 LINC00917 LINC01686 LINC02297 LINC02693 LRP2 LRRC4C MAB21L4 MAGEB2 MAGEF1 MAPRE2 MED15P9 MED18 MEP1B MIR4453HG MIR770 MLC1 MOCS1 MROH2B MTSS1 MYO6 NFIL3 NINL NPVF NR0B1 OR51B4 OR6W1P PALLD PAX9 PCDH1 PCDHGA10 PCDHGA9 PCDHGB5 PCSK1 PDE8B PDGFRB PGA3 PGAM1 PIGS PLD1 POMP PRPF18 PRSS23 PRSS40A PTCH1 PTPN12 RAB17 RAB22A RAB27B RAP2A RASSF4 RBFOX2 RFX6 RGS9 RHOBTB3 RNF130 RTN4 S1PR5 SATB2 SEMA3B SEMG2 SERTAD3 SFTA3 SGCD SIGLEC6 SIGLEC9 SIK2 SIX3 SLC15A4 SLC26A8 SLC38A7 SLC5A5 SLC8A1 SLCO4C1 SMIM14 SMYD4 SPINDOC SPINK5 SPON2 SPP2 ST8SIA2 STAT3 SUSD1 TEX55 TGM5 TINAG TLE1 TLL2 TM4SF4 TMED9 TMPRSS12 TOR4A TSPAN8 TSPAN9 TTC38 UAP1 UBE2U UNC13A WBP2NL ZNF528-AS1 GSE21063_WT_VS_NFATC1_KO_16H_ANTI_IGM_STIM_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21063_WT_VS_NFATC1_KO_16H_ANTI_IGM_STIM_BCELL_UP AAR2 ABL1 ABO ACSL1 ACVR1B ADAM9 ADNP2 AGO2 ALG9 ANAPC10 ANKRD13D APBB1 APOE ARHGEF7 ASB6 ATG2A ATG9A ATP2B1 BAMBI BAZ2A BCL6 BCL9L BCOR BLTP3A BLVRB BRD1 BRMS1L BTBD9 CACNA2D2 CCDC157 CCNY CCT6B CDK12 CDK5RAP1 CDS2 CHEK1 CHKA CHST10 CORO7 CRY2 CRYBB2 CSNK1E CTPS1 CXCR1 DDX19B DGKD DNAJA4 DNAJB1 DNAJC18 DNMBP EDC4 ELL ELL2 ETNK2 FAH FAM117B FAM169A FBXO32 FOXK2 GADD45A GMEB2 GNL1 GRM2 GYPC H2AC25 H2AC4 H2BC8 HES6 HHEX HSPA13 HUS1 ID1 IDI1 IKZF5 IL18BP IPO5 IQSEC1 IRAK1 ISCA1 ITCH ITGA5 ITGAM ITPR3 ITPRIP KCNK7 KIF21B KLHL24 LANCL2 LDB1 LILRA4 LMBR1L LONRF3 MACO1 MAIP1 MALT1 MAP2K7 MAPKAPK2 MED26 MIDEAS MKRN2 MOB3B MTMR14 MTMR6 MUL1 MXD4 NDUFAF5 NRIP3 NSMF NUP54 NUP58 OSBPL5 OTUB1 OXA1L PABPC4 PELI2 PER1 PGM3 PHLDB3 PIAS2 PIGT PIP4P1 PLBD1 PLEKHF1 PLK3 PPM1A PRC1 PRG2 PRKCB PRXL2C PTP4A1 PTPRE PTTG1 PXN RAB30 RAP1GAP2 RB1CC1 RBM38 RELT REXO1 RGCC RHOF RMC1 RNF115 RNF125 SIK1 SIRT1 SLBP SLC2A1 SLC41A3 SMOC2 SMURF1 SNHG17 SNHG8 SNRK SNX30 SPOCK2 SPON2 SRRD STOML3 STX1A SUPV3L1 SUSD1 TADA2B TBC1D23 TEX14 TGFB1 TIAL1 TIGAR TNFRSF10B TRAF3IP2 TRIM39 TRIP6 TSC22D3 TSPAN14 TUBA3D TUBA4A TUBA4B TUFT1 UAP1 UBAP2L UBE2O ULK1 USP14 USP16 USP3 USP30 VPS11 WDFY1 XPNPEP2 YAF2 ZBED4 ZBTB2 ZBTB49 ZNF331 ZNF484 ZNF90 ZYG11A GSE21063_WT_VS_NFATC1_KO_3H_ANTI_IGM_STIM_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21063_WT_VS_NFATC1_KO_3H_ANTI_IGM_STIM_BCELL_DN AATF ABCC4 ACOT9 ACSL5 ADPRM ALAS1 ALDH1B1 ARHGAP15 ARHGAP31 ARL5A ARRDC4 ASB13 ASB15 ASS1 ATP11B AXL BATF2 C15orf48 C19orf12 C3 C4orf17 C6orf89 C8orf33 C8orf76 CALHM6 CASP1 CASP3 CCL17 CCL5 CD164 CD1D CD52 CD74 CDYL CERS6 CH25H CHST15 CISH CLEC7A CLINT1 CNN3 CST7 CXCL9 CYC1 DENND1B DGLUCY DNASE1L3 DOCK10 DRAM1 DUSP10 EDN1 EIF2S1 ELP5 ENDOG EVA1B EVL EXOC3L4 FAF2 FAS FGL2 FPR2 GBP4 GBP6 GBP7 GCA GNB4 GPC1 GPD2 GSTT1 HEBP2 HIVEP1 HK3 HLA-DRA HLA-E HOPX HSDL2 HTR7 IFI30 IL15RA IL18BP IL18RAP IL1RL2 IL2RG INPP5B INSL6 IRF1 IRF8 IRGM ITGAX KDM5D KLHL6 KLRK1 LAP3 LETM1 LPL LRRC42 LY86 MAB21L3 MAGOHB MAPK9 MET MINDY3 MKRN1 MRM3 MRPL13 MTX2 NAAA NDUFA13 NDUFV1 NUDT19 NXN OOSP2 PANX1 PARP12 PARP8 PARP9 PCCA PDCD1LG2 PDLIM4 PEX16 PIK3R6 PILRA PLAA PLAAT3 PLBD1 PLEKHG4 PLXDC2 PNP PPARGC1B PPP1R17 PPT2 PRDX5 PRR15 PSMA5 PSMB10 PSMB8 PSMB9 PSME1 PSME2 PTCD2 PTK2B PYGL RAB43 RASGRP1 RBL1 RCN1 REG1B RFX5 RGS12 RMDN3 RNASET2 RNF217 SAMHD1 SDCCAG8 SDHB SECTM1 SEMA4A SERPINB9 SH3BGR SIAH2 SLAMF8 SLC25A12 SLCO3A1 SMPDL3B SOD2 SOWAHA SSBP2 ST7 STK40 STX2 STX3 SYNGR2 TAP1 TAP2 TAPBP TFEC THEMIS2 TIMM10 TMA16 TMBIM4 TMEM131L TMEM154 TNFSF10 TNIP1 TRIM21 TRIM35 TTC9C TXN TYK2 UBD UBLCP1 UPP1 USP25 VASP VDR WRN WRNIP1 ZNF490 ZNF518B ZNF800 GSE21063_WT_VS_NFATC1_KO_3H_ANTI_IGM_STIM_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21063_WT_VS_NFATC1_KO_3H_ANTI_IGM_STIM_BCELL_UP AAAS ABCA9 ADGRL4 ADIPOQ ADPRHL1 AK1 AKR1B15 ALDH1A3 ALX3 AMN ANK1 ANKRD16 AOPEP APOF APOL6 ARF6 ARHGDIB ARHGEF17 ARL4C ASS1 ATOX1 AZIN2 B3GNT8 BCL2L11 BMP10 BPHL BST1 C14orf180 C4orf17 CARTPT CASP1 CASP6 CCDC102A CCDC198 CCDC89 CCL28 CCL4 CD28 CD48 CD5 CD96 CIB4 CNIH2 CPQ CRIP2 CTSA CXCR3 CYP17A1 CYP26B1 DGKA DGLUCY DLGAP1 DNAJB12 DUSP2 EGLN3 ELK4 EPHX1 EXOC4 FAM162A FAM221B FAM3C FAM98C FCRL1 FILIP1L FMO1 FOXG1 FOXO1 GAB1 GBP2 GDF10 GDF15 GFPT2 GLRX GPM6B GPNMB GPR158 GPR161 GUCY2C HAO2 HECW1 HOPX IBA57 IL36G ITGA4 KCND1 KCNMB2 KIAA1549L KLK5 KLRC1 KRT16 KRT73 LAG3 LHB LRRC3B LYPD3 MAP1B MAPK8IP1 MBLAC2 MBNL1 MON1A MOV10 MS4A6A MST1 MXD1 MYCL MYO3B MYO9A MZB1 NDUFA7 NIPAL1 NLRP5 NLRX1 NMB NOXO1 NRBP1 NRSN1 NUDT6 ONECUT2 OSCAR PDE4A PDE6B PGLYRP2 PHLPP1 PIK3AP1 PLA2G10 PLD3 PLEKHA7 PLEKHG2 PLK3 PPARA PPP3CC PRKAR2B PRR5L PTCHD1 PTPN14 PTPRK RANBP6 RASGRP1 RFTN1 RGN RNASE1 RNF180 RSPH14 RSPH9 SAMD9L SBNO2 SCARF1 SCRN2 SDS SELENOP SEMA7A SERPINB8 SERTAD3 SGSH SH3BGRL3 SH3GL1 SKIDA1 SLC20A2 SLC22A13 SLC34A2 SLC38A3 SLC4A10 SLC6A8 SMARCB1 SMC1B SNX1 SNX24 SPACA1 SPINK8 SPP1 SULF1 TBCD TFAP2E TIFA TIMP1 TMBIM4 TMC7 TMEM41B TMEM71 TNFSF4 TP53INP1 TRIL TSPAN4 TSPY1 TWIST1 TXNIP UBE2L6 UCP2 UGT3A2 USB1 USP28 VAMP1 VIL1 VIPR2 VMAC WNT2 YPEL5 ZBTB38 ZNRD2 GSE21063_WT_VS_NFATC1_KO_8H_ANTI_IGM_STIM_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21063_WT_VS_NFATC1_KO_8H_ANTI_IGM_STIM_BCELL_DN ACO1 ADM ADORA2B AKAP8 AMBRA1 AMMECR1L ANGPTL2 ANKRD10 ANKRD28 AOPEP AP4B1 ARHGAP5 ARHGEF1 ARID4B ATP9A ATP9B BAG6 BLTP1 C15orf39 C19orf48P C6orf62 CASC3 CBFA2T2 CBX6 CCDC137 CCNQ CD86 CDIP1 CDK11B CLCN4 CNPPD1 CORO2A CUX1 DBP DCAF12 DDX54 DDX6 DENND4B DGKZ DHRS1 DHRS4 DHX30 DIDO1 DMXL1 DNASE1L2 DPH2 EEF2 ELK4 ERGIC1 ETAA1 ETNK1 FAM76B FASTK FOXP1 FRAT2 GABRG1 GALM GALNT10 GK2 GOSR1 GOSR2 GPM6B H2AC25 HACD3 HGFAC HGH1 HLA-DOB HSD17B8 ICE1 IDH3B IKZF2 KANSL2 KDM5B KHDRBS1 KLC1 KMT2C LAPTM5 LATS2 LCLAT1 LDB1 LIPT1 LRRC58 LYSMD1 MAP2K7 MAP3K1 MBTPS1 MCCC1 MCOLN3 MDN1 MFSD14A MIB2 MPHOSPH8 MRPL24 MRPL52 MRPS30 MSL1 NAA30 NEURL4 NFX1 NHSL1 NMD3 NPEPL1 NPRL3 OGA PAPOLG PCSK7 PDCD7 PDE12 PEX6 PFKM PHKB PIGK PITPNM2 PMVK POU2F2 PSMB3 PTGER2 PUM2 PYGB QSER1 RANBP9 RAPGEF4 RASAL1 RASSF5 RASSF8 RBCK1 RBM5 RCC2 REST RHOT2 RLIM RMND5A RNF123 RNF2 RNF41 RPF2 RPL13 RPL34 RPL39 RPS23 RPS29 RPS4X RSBN1 RXRB SART1 SCAF4 SLC44A1 SLC44A2 SLX9 SORCS2 SPRED2 SPRY1 SPTBN1 STK10 SUFU SUPT6H SYNPO TCF12 TJAP1 TLK2 TMA16 TMEM245 TNFRSF12A TNNI2 TNPO2 TNRC6B TOB2 TOX TPRA1 TRAF1 TRAF2 TRMT1 TSC1 TSEN34 TTC28 UNK UPF2 UPF3B USF2 UTP25 VWA8 WASHC1 ZBTB14 ZBTB18 ZBTB7B ZC3H10 ZDHHC16 ZFTRAF1 ZIK1 ZMYND8 ZNF131 ZNF142 ZNF22 ZNF280D ZNF329 ZNF436 ZNF526 ZNF740 ZNF777 ZNF841 GSE21063_WT_VS_NFATC1_KO_8H_ANTI_IGM_STIM_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21063_WT_VS_NFATC1_KO_8H_ANTI_IGM_STIM_BCELL_UP AARS1 ACAP1 ACOT13 AKIP1 ALG8 ANLN AP2B1 ASF1B ASPM ATF3 ATG5 ATP6V1B2 AUH AURKA AURKB BDH1 BIRC5 BLVRB BUB1 BUB1B C17orf58 CALM3 CBR3 CCDC50 CCNA2 CCNB1 CCNE1 CCNE2 CCR2 CD244 CDC25A CDC6 CDCA2 CDCA7 CDK1 CDPF1 CENPL CENPO CGAS CHEK1 CHEK2 CKS1B CKS2 CLN6 CPOX CSF1 DBF4 DCPS DENND10 DEPDC1B DERA DHFR DIAPH3 DLAT DLEU1 DLGAP5 DMAC1 DMC1 DNAJC18 DOCK2 DONSON DTL DTYMK DUSP6 E2F7 E2F8 ECT2 ELOVL6 ENO3 ERI1 EXO1 EZH2 FABP5 FAF1 FAM83D FARS2 FBXO5 GGH GINS2 GM2A GMDS GPRIN3 GPT2 GZMA H1-10 H2AX HCFC1 HIRIP3 HJURP HLA-DMB HLA-DRB6 HMGB3 HYCC1 HYLS1 IARS1 IFI27L1 INPP4B ITGAL ITGB7 KCNK5 KIF11 KIF15 KIF18B KIF22 KIF2C KIFC1 LACTB2 LIMA1 LMNB2 LRR1 LRRC20 MAD2L1 MAIP1 MAPKAPK3 MBOAT1 MCM10 MCM5 MCM6 MELK MKI67 MNAT1 MTHFD1 MTHFD1L NCALD NCAPH NCF4 NCR3 NDC80 NTAQ1 NUF2 NUP210 ORC6 PARPBP PHPT1 PIF1 PLAAT3 PLD6 POC1A POGLUT2 POLA2 PRC1 PRIM1 PRKCB PRPS2 PSAT1 PSMD14 RAD51 RAD54L RAP1GDS1 RBBP8 RFC3 RFC4 RHEBL1 RNF187 RTCA SAE1 SAP30 SAPCD1 SDC4 SEPTIN8 SERPINB6 SFXN1 SKA1 SKA2 SLC27A2 SNX5 SPAG5 SPC24 SRI STYXL1 SUV39H2 TACC3 TARS1 TCEA1 TESC TFDP1 THOP1 TIPIN TMA16 TMEM106C TMEM121 TMEM14A TMEM237 TOP2A TPX2 TSPAN5 TTK TUBB TYMS UBE2T UCHL5 UCK2 VANGL1 VRK1 WDR12 XPOT YEATS4 ZEB1-AS1 ZNF367 GSE21063_WT_VS_NFATC1_KO_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21063_WT_VS_NFATC1_KO_BCELL_DN ABHD15 AIMP1 AKR1B1 ANGPTL4 ANLN ANP32B AP3D1 ARHGAP11A ARMCX6 ARNT ASF1A ASPM AURKA BMAL1 BORA BRIP1 C5orf46 CBX2 CCDC90B CCR6 CCT5 CDC16 CDC20 CDC25C CDC45 CDCA3 CDK1 CENPU CEP76 CFAP299 CHKB CKAP2L CKS1B CLIC4 CLNS1A CNEP1R1 CNIH1 CNTROB COX16 CPD CRBN CYTH1 DBP DDHD1 DNAJC21 DNER DNMT3B DNTTIP2 E2F2 ECHDC1 ECSCR EEF1B2 EIF3A ENPP1 EPC2 EPRS1 ERCC6L ERI2 ETAA1 FAM110A FBXO45 FLNB FMC1 FMR1 FOXN2 GALNT3 GFM1 GJA4 GLCE GOLGA3 GOT2 GPANK1 GPSM2 GTF2IRD1 HDGF HIPK3 HIVEP2 HP1BP3 HPS4 HS6ST1 HSF1 HSPA4L HUS1 IARS1 IFRD1 IK JAK2 KCNT2 KDM6A KIF20A KIF20B KIF2A KNTC1 KTN1 LIX1L LRRC40 LYAR LYL1 MAPK14 MARCHF3 MARCKSL1 MED17 METTL1 MFN1 MIB2 MLLT3 MLST8 MMS22L MYCN NAP1L1 NBEAL1 NEURL1B NFKB2 NNT NRBF2 NSUN6 NUDCD2 NUP37 NUPR1 NUSAP1 OLA1 ORC5 OSBPL3 PALB2 PCBP2 PHF20 PI4K2B PIBF1 PPM1F PPP2R3C PRKCI PRPF8 PSMA6 PSMD8 PTPRA PWWP2A RAB10 RALA RBBP5 RCOR2 RCOR3 REXO4 RPS6KA5 RSPRY1 SELENOS SENP6 SIRT1 SKIC3 SLA SLC35C2 SLC38A2 SLC3A2 SLC9A5 SMC2 SMC4 SMNDC1 SNHG32 SNRPF SNX13 SOCS7 SP1 SP4 SPATA5L1 SSRP1 SYPL1 SZT2 TACC3 TATDN1 TBC1D12 TCERG1 TENT4A TEX10 TEX30 TMED3 TMEM126A TMEM218 TMPO TOPBP1 TOX2 TRAIP TRIM68 TULP3 UBE2C UBE4B UTP11 UTP3 WDR62 XRCC6 YAF2 YAP1 ZFP36L1 ZNF25 ZNF318 ZNF48 ZNF490 ZNF652 ZNF7 ZNF799 ZNRF1 ZWILCH GSE21063_WT_VS_NFATC1_KO_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21063_WT_VS_NFATC1_KO_BCELL_UP ABCD2 ABLIM1 ACOT7 AFF3 AGTR1 AK1 ALDOAP2 ANGEL1 ANKRD46 ANXA1 ANXA6 AQP7 ARL4C ARRDC4 ASB2 AUH B4GALNT2 BASP1 BBS9 BCL2L11 C12orf57 C14orf180 C16orf90 C3orf70 CACNB2 CADM2 CASP6 CASTOR1 CBFB CCDC181 CCR5 CCS CD200R1 CD3E CD5L CD86 CITED1 CLPTM1L CNGB3 COA4 CTNNA1 CTRC CTSF CTSW CXCR3 CXCR6 CYP2F1 DBH DNAJB12 DUSP2 EAF2 ECM1 EFEMP2 EFNA3 EHD3 ENPP2 ENTPD1 ERN2 EXTL2 FAH FAM217B FBXO34 FBXO6 FCRL1 FKBP14 FOXO1 GABARAPL1 GALNT4 GBA1 GFRA1 GIMAP6 GJA1 GPNMB GPR161 GPR85 GPX2 GTF2H5 GUCY2C HECW1 HIC1 HNF1A HOXA4 HSD17B14 HTR1D IBA57 IQGAP2 IZUMO1R KLHDC3 KRT78 KRTAP13-2 KYAT3 LARGE1 LGI1 LMO7 LOX LOXL1 LRRTM2 MAP1S MAP6 MELTF MGAT4EP MPP4 MRPS21 MXD1 MYO6 MYOZ1 NAALADL1 NEB NGF NLRC3 NLRP12 NOVA1 NOXO1 NPHP3 NRIP2 NT5E NTF4 OAZ2 OR7C1 OXNAD1 OXSR1 PARP9 PCDH8 PCNX4 PCSK1 PCYOX1L PDZK1IP1 PER3 PEX11A PGLYRP2 PHF23 PIK3CG PKHD1L1 PLAC8 PLBD2 POGLUT1 PPA1 PPP1R3G PRR5 PTPRCAP PYROXD1 RABL2A RASSF2 RBMXL2 RHOH RIPK3 RNASE4 RPE65 SAMD9L SCN3A SELENOP SEMA7A SH3BGRL3 SH3PXD2B SH3TC2 SIGIRR SLAMF6 SLC16A11 SLC38A3 SLC44A3 SLC7A4 SNX32 SOX6 SPACA1 SPHKAP SPRR2F SSBP4 ST6GALNAC1 STAT2 STK32C STOML1 STX17 TAS1R3 TBCD TBXA2R TCF15 TCL1A TERB1 TEX12 THY1 TIMP1 TM9SF4 TMC7 TNS1 TPST1 TRAP1 TRAPPC2L TRIM66 TRIP6 TSPAN4 UCP2 USB1 USP31 USP49 VASH2 VPS37A VPS53 WNT10B XDH ZNF239 GSE2124_CTRL_VS_LYMPHOTOXIN_BETA_TREATED_MLN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2124_CTRL_VS_LYMPHOTOXIN_BETA_TREATED_MLN_DN ABCG2 ABLIM3 ACADSB ACHE AHNAK2 ALDH3A2 ALG11 ALOX5AP AMY2A ANKRD13D ANTXR2 APBA3 ARFGAP1 ARL4D ARMCX3 ATG4D ATP13A2 ATXN1L B3GALNT1 BAG4 BBS10 BLOC1S5 C4orf54 CA7 CCDC17 CCDC174 CCDC28A CCDC51 CCDC68 CCNC CCNE1 CCNJ CCNYL1 CCR5 CDC42BPG CEP162 CHEK2 CHKA CHMP7 CMSS1 CNGA1 COL18A1 CPEB1 CRCP CSRP2 CTU1 CYP39A1 DCTN4 DCUN1D3 DDX31 DDX59 DEPDC7 DIO2 DLEU7 DNAAF9 DNAJB9 DPAGT1 EDAR EFCAB9 EFHC1 EFNB3 EHD4 EPAS1 EPPIN FAM156A FAM171B FAM210A FANCM FBH1 FBP1 FCRLA FUT10 FZD5 GALC GALM GDA GDNF GFPT1 GMEB1 GOLT1B GORAB GPATCH2L HAUS8 HECW2 HIGD1C HOXB4 HTRA2 IBTK IER3 IKBIP IMMP2L JMJD4 JUN KCTD17 KCTD6 LPAR3 LPIN2 LRRC14 MAGED1 MAGEE1 MANBA MAVS MCTP1 MDFIC MED26 MFSD12 MROH9 MRPL20-AS1 MTHFSD MTSS2 MYRFL NLN NLRX1 NMB NSUN6 OBI1 OOSP2 OSGIN2 PACRGL PARD3B PCOLCE2 PDCD2L PDSS1 PDX1 PDYN PDZD11 PECR PIEZO1 PIGH PIK3R4 PIKFYVE PKIG PKP4 PLD4 POLG2 PPFIBP1 PPIP5K1 PRKRA PSAT1 RBM4B RBSN RCAN1 RHOJ RIC1 RNF170 SH3D19 SHB SIPA1L3 SKIC3 SLC25A15 SLC25A26 SLC35A2 SLC4A1AP SLC66A1 SMUG1 SNIP1 SNX10 SNX33 SPEF1 SPIB SRL STARD6 STX19 STXBP1 SUPT7L TAFA2 TARS3 TBL2 TDRD3 TEDC2 TFEC TIFA TLCD2 TM2D2 TNNI3 TOR1A TPD52L1 TRABD TRAF6 TTC30B UBE2F VPS13C VWA8 WFDC2 WNT5B WSB2 YARS2 ZCCHC10 ZFYVE16 ZMAT1 ZNF250 ZNF341 ZNF473 ZNF48 ZNF511 ZNF703 ZNF764 ZPBP GSE2124_CTRL_VS_LYMPHOTOXIN_BETA_TREATED_MLN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2124_CTRL_VS_LYMPHOTOXIN_BETA_TREATED_MLN_UP ACSM5 ACTB ACTL10 AGXT ALOX15 APOC4 ARAP2 ARMC9 ASPHD1 ATOH7 ATP5MC3 BARX1 BCLAF1 BFSP1 BIRC6 BRINP2 BSND BTG1 C16orf95 C17orf99 C19orf73 C20orf96 C2CD4B CAV3 CCDC167 CDC37L1 CDH18 CEMIP CNIH3 CORO1A COX4I1 COX5A COX6A1 COX6B1 COX7A2 CPLX4 CPSF4L CREBBP CRYBA4 CSPG4 CSTA CTRC DENND1C DMRTC1B DQX1 EIF3F ELF4 ERBIN ERN2 FAM170B FBXL7 FGB FNDC8 FXYD4 FXYD7 GAL GAPDHS GAS7 GGT7 GLIS1 GPR88 GRAP2 GUCA2A GZMM HCG4 HERC1 HOXD8 HSPB2 HTR6 IGFBP3 IKZF1 IL4 IL5RA INSYN1 ITGA4 KCNJ4 KCNK10 KCNN1 KMT2A KRT4 KRT78 KSR1 KXD1 LGI3 LMF2 LRP6 LRRC17 LRRC4 LYZL4 MDH1B MED1 MET MICAL2 MISP MOK MORN1 MYCT1 MYH14 MYH6 MYLIP NAA11 NGFR NLRP4 NRF1 OXTR P2RX6 PABPC1 PCDHAC1 PCP4 PDILT PHF20L1 PKLR PLXNB3 PMS2 POM121L2 PRAMEF12 PRDM8 PRIMA1 PRRC2C PTPRC RAC3 RGS8 RHCG RIMKLB ROCK1 RPL13A RPL17 RPL18 RPL19 RPL22 RPL26 RPL27A RPL28 RPL5 RPL6 RPL7 RPL9 RPS10 RPS14 RPS16 RPS23 RPS25 RPS3A RPS4X RPS6 RPS6KL1 RPS7 SARAF SEPTIN12 SFTPB SGCD SGMS2 SH2B2 SIGLEC7 SLC12A1 SLC16A3 SLC23A3 SLC28A2 SLC39A2 SLC5A1 SLC6A14 SLC7A13 SLC9A3 SNCB SNORC SPACA4 SPRR2F SSTR3 SSUH2 STEAP3 STK36 STX1B SVOP SYCE1L TAGLN3 TATDN2 TEKT5 TGM5 TGM6 TMEM63C TMEM91 TNNC1 TNRC6B TOGARAM2 TPT1 TRAM1 TSPAN11 TTR TUB UBR4 UNC13C UPF2 UPK3A WNT11 ZDHHC11 ZNF292 ZNF841 GSE2128_C57BL6_VS_NOD_CD4CD8_DP_THYMOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2128_C57BL6_VS_NOD_CD4CD8_DP_THYMOCYTE_DN ACOT11 ACSF2 ACTG2 AGBL5 AGPAT5 AKT1S1 ALKBH1 ANKH ANKMY2 ANKRD10 AREL1 ARID5B ASPSCR1 BPHL BRSK2 C11orf68 C11orf71 C22orf39 CASP6 CBR1 CCDC102A CCDC62 CCDC91 CDKAL1 CERS6 CFAP418 CLK2 CLN6 CNOT6L CNP COG5 CORO1B CORO2B CRB3 CSRNP1 CTDNEP1 CXCL10 DAG1 DCAF11 DDX24 DECR2 DENND11 DGKA DHX34 DNAH8 DPP4 DTD1 DYNLT3 E2F5 EARS2 ECHDC1 ECSIT EDC3 EGR3 EIF2B2 ELOVL5 ENTPD6 EPS8L1 EZH1 FAM234B FASN FAU FDX1 FDXR FMNL3 FUCA2 GLG1 GNL1 GPR155 GRAMD1B HACD3 HMG20A HSD17B11 IFFO2 IFT140 IFT80 IKBIP IL27RA INAFM1 INPP5K IQSEC1 JAK2 JARID2 KIF5C KLHL7 LDHB LGI1 LRRIQ3 LTB LYL1 MAP2K5 MBOAT7 MBTPS2 METTL27 METTL3 MEX3B MGARP MIA2 MIDEAS MIGA1 MRPL36 MRPS34 MSI2 MTR MTSS1 N4BP2 NAF1 NARS2 NFKBIZ NHLRC1 NINJ1 NLK NOCT NUDT14 NUMA1 OAS1 PADI1 PDCD1LG2 PDLIM7 PENK PER1 PEX2 PEX3 PIGX PINK1 PITPNM2 PLA2G2C PLCG1 PNPLA6 POLD4 PPCDC PPP1R1B PRXL2B PTPN9 PTPRE RAB2B RAB3GAP2 RAF1 RALGAPA1 RAP1GAP RASGRP1 RCL1 RCOR3 RCSD1 RDH12 RFESD RGMB RNF128 RNF149 RNF19A RPS21 RSAD2 RTL8C SAV1 SCP2 SESTD1 SFMBT2 SH3BP5 SIAE SKAP1 SLC25A1 SMIM20 SMYD4 SNHG8 SNX13 ST3GAL1 ST8SIA6 STX16 SUCO TARS2 TBX6 TCF12 TCN2 TDRP TEF TEFM TFCP2 TLCD1 TMEM106C TMEM18 TMEM191C TMEM230 TMEM245 TNC TNP2 TRIM25 TTLL12 UBAC2 UPF2 VMAC WDFY1 XPOT XXYLT1 YPEL3 ZFP36L1 ZNF436 ZNF446 ZNF48 ZNF667 ZNF672 GSE2128_C57BL6_VS_NOD_CD4CD8_DP_THYMOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2128_C57BL6_VS_NOD_CD4CD8_DP_THYMOCYTE_UP ABCA1 ABCA17P ACVR1B ADAM17 ADM AFDN AGO3 ALOX5AP ARHGEF3 ARSK ATP2B1 ATP8B4 BANP BCAT1 BCL2A1 BCL7B BNIP3L BTBD8 BTN2A2 C3 CAB39L CAPN2 CARD16 CARD6 CARD8 CASP1 CCDC186 CCDC196 CCDC97 CCL20 CCL7 CCNQ CD55 CD82 CDC42EP3 CDK14 CDK7 CELF1 CHMP2B CKAP4 CLDND1 CLVS1 COQ2 CTTN CXCL2 CXCL3 CYTL1 DCTD DDX60L DENND11 DUSP5 EAF1 EAF2 EGFEM1P EIF1 EIF2B2 EMP1 ERCC1 EREG ERRFI1 F11R FAM104A FAM228B FBXW7 FLT1 FMNL2 GIMAP5 GNG12 GPR160 GPR68 HIVEP2 HK2 HOXA6 HTRA1 HUS1 IL1A IL1B IL24 INO80D IRAK1 ITGB3BP JAKMIP2 KHNYN KIAA1191 KREMEN1 LHX4 LINC00293 LINC00839 LPAR4 LPCAT1 LRRC8D LTF MAGED1 MED31 MET MGAM MPHOSPH6 MTHFD2L NCOA7 NDUFA10 NEDD4 NEURL2 NFAT5 NFE4 NRIP2 NSUN3 NXT2 OXSR1 PCTP PDK1 PELI2 PHC2 PID1 PIGV PINK1 PKIG PLAUR PLPP3 PNP PNPLA1 PNPLA8 POLG PPBP PPP1R35 PRKCH PRKCZ PTGS2 PTPRM RAB2B RAB33B RALA RBBP8 RBM17 RCL1 REPS1 RGP1 RGS7 RHBDF1 RIMKLB RNF144A RNF149 RPUSD3 RSAD2 RUNX1 RUSC2 SCML1 SEC62 SERAC1 SERPINB2 SH3BP5 SLC11A1 SLC19A2 SLC2A3 SLC38A2 SLC39A11 SMCHD1 SNTN SNX9 SOCS2 SPARC SPSB2 SPTLC2 ST3GAL1 STARD4 STAT1 STAU1 STK24 SWT1 TARP TBC1D9B TCF7L2 TEX19 TEX30 TGIF1 TICAM1 TMEM213 TMEM38B TMEM39A TMPO TRIM21 TRPS1 TSG101 TSTD1 TTPAL TUG1 UBE2Q1 UPP1 USP15 USP3 VSIG2 VWA8 WASL WLS YIPF6 YOD1 YRDC ZBED5 ZC3H11A GSE2128_C57BL6_VS_NOD_THYMOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2128_C57BL6_VS_NOD_THYMOCYTE_DN ABCA3 ABCA7 ACAP1 ACO2 AGMO AMHR2 APEX2 ARAP3 ARTN ASB11 ATG7 ATRN BCAN C1QTNF7 C2CD4B C8A CAMK2B CAP1 CASQ2 CC2D2B CD22 CD244 CD6 CEMIP2 CFAP107 CFAP43 CLPTM1L CST8 CXCL10 CYBA CYC1 DAP3 DAPL1 DCST1 DCUN1D4 DDX47 DEDD2 DNASE1L1 DPPA5 DTX1 EBF1 EQTN FAM151B FAP FBXO28 FFAR4 FIRRE FLII FZR1 GALNT1 GEM GID8 GIP GLT6D1 GLUD1 GMPPB GORASP2 GPER1 GPR15 GPRIN3 GRAMD4 GSN GTPBP6 H3-5 H3C14 HBS1L HHEX HIC2 HID1 HOOK3 HOXA2 HRAS HSPA2 IBA57 INPP4B ITGB1 ITPR1 ITSN1 KCNT2 KLHL14 KRR1 KRT20 LAMTOR1 LBP LHCGR LINS1 LITAF LONP1 LRTM2 LXN MAGT1 MAP1LC3A MC5R MPDZ MTHFD2 MTMR7 MYH10 NAPRT NBAS NCALD NCKAP1 NCOR2 NHLH2 NIBAN2 NKX2-2 NOCT NUBP2 NUDT15 NUP54 P3H1 PAK2 PCDHB15 PCED1A PCYOX1L PDE1A PDXK PDXP PER3 PEX1 PHF1 PI4K2A PI4KA PIEZO1 PLCB3 PMM1 PNCK POU4F1 PPFIBP1 PPM1F PPP1R13B PPP1R14C PRCC PRDM10 PRPF8 PRR11 PTDSS1 PYM1 RAP2A RASSF4 RB1CC1 RBM45 RGS14 RIC1 RIGI RITA1 RLN1 RNF19A RNF213 RWDD4 RYR3 S100A8 S1PR4 SAFB SELENBP1 SELENOM SFXN5 SGK3 SLC11A1 SLC15A3 SLCO6A1 SLITRK4 SMPDL3B SNX10 SPARCL1 SPNS1 SRPX STAT2 STK35 STX16 STX2 SWAP70 SYK TBC1D22B TBCK TECPR1 TELO2 TENM1 TESC TLR3 TMEM198 TMEM245 TMEM50B TMUB2 TOX4 TRADD TRIM24 TRIM46 TRIM63 TUT7 TXNL4B UQCC3 USP10 VPS13C WASHC4 WDR48 XPO4 ZBTB12 ZBTB37 ZEB2 ZNF839 GSE2128_C57BL6_VS_NOD_THYMOCYTE_MIMETOPE_NEGATIVE_SELECTION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2128_C57BL6_VS_NOD_THYMOCYTE_MIMETOPE_NEGATIVE_SELECTION_DN ABCC3 ACSL5 ADAM17 ADI1 ANGPTL4 APOO AQP9 ARF6 ARL2BP ATP5MC2 B4GALT5 BCLAF1 BLVRB BTBD10 BTG1 C1orf162 CAP1 CAPN14 CASP7 CAT CCDC186 CCNG1 CD36 CD47 CD80 CDK18 CDK5RAP1 CEBPD CEP170 CHCHD10 CHML CISD2 CITED2 CLDN23 CLEC2D CLIC1 CMPK1 CNDP2 COQ10B CRYBG1 CXorf38 CYB5A DCUN1D3 DDHD2 DEGS1 DNAJB14 DRAM2 DTD2 DUS1L DUSP1 ECH1 EEPD1 EFHD2 EIF4G2 ELK3 ENSG00000230707 ERGIC1 ERH FABP4 FBXO38 FH FNDC3B FOS FOXN2 GAB3 GABPB1 GBP1 GMIP GRINA GSTO1 GTDC1 GTF3C6 HACD3 HDGF HERC5 HEY1 HHLA2 HSD17B12 IFNAR2 IFNGR2 IFT57 IKZF1 IL10RB IL10RB-DT IL4I1 IL7R IMPA2 INF2 ITPRIP KBTBD7 KCNA3 KLF11 KSR2 LFNG LRP5L MAF MARCKSL1 MCUB ME3 MECP2 MEGF9 MFSD1 MGAT1 MINPP1 MIR155HG MMD MRPL14 MRPS24 MS4A7 MYD88 NAGLU NBN NDUFB8 NEDD1 NF1 NFXL1 NHP2 NLRC4 NMI NOCT NR1H3 NT5C3A NUP214 OPN3 OR2W3 OXSR1 P2RY1 PBX4 PDK4 PDLIM5 PHACTR1 PHF20 PHLDA1 PLA1A PLCL1 PLCXD1 PLIN2 PNPLA1 POLD4 PPP1R15B PRKACB PSMA6 PTGER2 RAB13 RAB8B RAD23B RBM17 RCN1 RDH16 RHBDL3 RHOF RHOU RILPL2 RPIA RPL15 RTN4 S100P SECTM1 SEMA3C SEPTIN10 SERP1 SIAH2 SLC15A3 SLC31A2 SLC37A1 SLC39A10 SLC6A6 SMNDC1 SOWAHC SPIDR STARD4 STK10 STK17B SYT17 TAF15 TANK TCEAL2 TEX9 TFPI THEMIS2 TLE1 TLE3 TLR4 TMCO6 TMEM135 TMEM170B TOM1L2 TRIM14 TRNP1 UBE2E3 UBE2R2 UCP2 UIMC1 UTP20 WDR54 WSB2 YWHAE ZBTB44-DT ZNF148 GSE2128_C57BL6_VS_NOD_THYMOCYTE_MIMETOPE_NEGATIVE_SELECTION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2128_C57BL6_VS_NOD_THYMOCYTE_MIMETOPE_NEGATIVE_SELECTION_UP ABCC9 ACAP3 ACBD4 ACRV1 ACVR2A ACY3 ADAD1 AKR1C3 ALKBH6 ANGPTL6 ANK3 ANKLE1 ANKRD52 APOLD1 ARHGAP23 ASPHD1 ATG4C ATP6V1B1 BBS2 BBS7 BEX4 BMP7 C10orf120 C11orf71 C17orf50 C17orf58 CABCOCO1 CADPS CAP2 CBL CBLN2 CDX2 CELSR3 CENPB CEP128 CES3 CH25H CHCHD6 CHST4 CLTB CNN3 CNNM4 CNTN2 CSF2 DAO DCLK2 DMP1 DNASE1L3 DRG1 EEPD1 EFHC2 ELFN1 ELN ELOVL3 ENPP2 EREG EVX2 EXOC6 F13A1 FABP3 FAM110C FAM163A FBXO17 FETUB FGF2 FGF5 FUT10 FZD7 GAD2 GAL GAL3ST2 GBX1 GGT7 GHRHR GJA4 GLI1 GLIPR1L1 GPR182 GRHPR GRIA2 GRIN3A GRPR GSTM4 GUCY1B1 HDAC9 HES3 HOMER2 HTR3B HTRA2 IGFBP3 IKZF2 IL17RB IL33 INO80E INSM2 INSYN2B ITGB5 IZUMO4 KCNT1 KEAP1 KIAA0825 KIRREL1 KLF1 KLHDC10 KLKB1 KRT80 LAGE3 LCA5L LRRC27 LY6D LYZL4 MAOA MED27 MPV17L2 MTIF3 MYBPC2 MYO19 MYOG NAA10 NAGK NDUFA10 NIPSNAP1 NKX1-2 NLE1 NMU NPL NUBP1 NUP133 NUP42 OIP5 OLFML1 OR13J1 OR2S2 OTOG OTOS PARP2 PCDHB13 PGPEP1 PHACTR1 PIF1 PIM2 PLCD3 POLRMT POMGNT1 POMT2 POSTN PPP6R2 PRODH2 PTPRT RABEPK RABL2A RAP1GAP RFTN2 RGR RSPH9 S100G SASH1 SAXO2 SBSN SCEL SCG2 SEC14L5 SELE SLC25A31 SLC26A4 SLC2A2 SLC46A1 SMIM17 SMPD5 SNED1 SNHG7 SNTB1 SNX24 SOCS1 SORCS2 ST6GALNAC5 SULT6B1 SUSD5 SYNPO2 TDRD12 THAP6 TINF2 TMEM141 TMEM231 TMPRSS11E TNN TRIM17 TRPM1 TSPAN1 TUSC1 UBL4A VMP1 WDR31 WDR73 WIF1 XCR1 XDH ZNF483 GSE2128_C57BL6_VS_NOD_THYMOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2128_C57BL6_VS_NOD_THYMOCYTE_UP ACAA2 AGAP2 AHDC1 ALYREF ANKRD11 ANXA7 APOBR APPBP2 ARAP2 ARMC7 ATP8B4 AUNIP B3GAT3 B4GALT5 BEND7 BMP8A BNIP2 BRIP1 BTG3 BUB1 C12orf4 CA5B CAPN2 CCL4 CCND2 CCNE1 CCNE2 CCNF CCT6A CD86 CDCA2 CDK2 CDR2 CENPJ CENPS CHAF1B CLTA CMA1 CRELD2 CSE1L CSNK2A1 CSNK2B CUZD1 DCLK2 DDIAS DIAPH3 DOK2 EHMT2 EIF2AK3 ELOF1 ELOVL1 ENO1 ERCC6L ERN1 EXO1 FABP5 FAM131B FANCD2 FGL2 FHIP1B G0S2 G2E3 GBP7 GDAP2 GNAS GNPTG GSR GTSE1 H2AX H2BC5 HAUS8 HDGF HIRA HMGB2 HMGXB4 HNRNPAB HSD11B1 IDH2 IFNGR1 IGSF11 IPO5 ISY1 ITGB3 ITPK1 JPH3 JPT2 KCTD20 KDM4A KDM8 KIF14 KIF18B KIF23 KMT5A KNL1 KPNA2 KPNA3 LAMB3 LCMT1 LFNG LRP8 LRRTM2 LSM2 LY9 LYAR LYPD3 MBD4 MCM7 MED19 MEGF9 METTL14 MLKL MPND MRPL27 MTM1 MXD1 MYEF2 MYL6 NABP1 NDUFB8 NFIC NIBAN1 NMRAL1 NSMCE2 OTULIN OVOL2 PA2G4 PASK PBDC1 PCNT PEPD PIAS1 PLXND1 POLE3 PPP1R12A PRR11 PSMA1 PSMD7 PSPH RAB11FIP4 RALA RARS1 RECQL RFC5 RHAG RIOK3 RNF166 RUNX3 S100A6 SAP30 SCYL2 SDHD SEPHS2 SH3GLB1 SHISAL2B SIRT1 SLA2 SLC12A4 SLC52A3 SMARCC2 SMC5 SMS SNHG3 SNRPC SPAG5 SPATA6 SPC24 SPPL3 ST14 STARD7 STIL STMN2 STX12 SULT1A1 TAF12 TAFA3 TASL TBC1D31 TENT5A TFAP2C THY1 TICRR TMF1 TMPO TNFRSF1B TRAF4 TRAPPC1 TSPAN17 TTK TUBE1 UAP1 UBE2G2 UCHL5 UCK2 UGCG USP46 VIM WDR62 XBP1 ZNF146 GSE2128_CTRL_VS_MIMETOPE_NEGATIVE_SELECTION_DP_THYMOCYTE_C57BL6_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2128_CTRL_VS_MIMETOPE_NEGATIVE_SELECTION_DP_THYMOCYTE_C57BL6_DN AAGAB ABCA3 ABCC1 ADGB AFF3 AGPAT3 AIFM2 AKNA ANK1 ANPEP ANXA1 APAF1 ARHGAP5 ARID4A ATP23 ATP5IF1 BRMS1 BTLA C17orf80 C1orf198 C7orf25 C9orf64 CAPN2 CASQ1 CD207 CDC26 CDK14 CDKL2 CEP128 CERT1 CHCHD6 CHD1L CLNK CLUAP1 CMTM7 COMMD7 COX19 CPNE3 CSTF2 CYB5R1 DBN1 DDX50 DHX35 DUSP2 DYNC2LI1 E2F2 EEF2 EFHD1 EGFL8 EIF2B2 ELAVL4 EML6 ERC1 ESAM ESYT3 FAM81B FBXO10 FBXW5 FGA FNBP1 FNBP1L FZD1 FZD4 GDF9 GGA1 GGPS1 GINM1 GLTP GOT2 GPI GTF2E1 GULP1 HERC3 HLA-B HLA-G HLTF IDO1 IFNLR1 IFT122 IFT172 IKBKG IMMP1L IMPDH2 IRAG1 KLF15 KRT33A LAMA3 LEPROTL1 LIMK2 LRBA MAP3K4 MAP4K4 MAPK9 MBOAT1 MFSD14A MIS12 MIS18A MORN4 MPPE1 MYO15A MYO1H N4BP2 NEK6 NMUR2 NPM1 NTAQ1 NUDT14 NUP93 OMA1 OTOF OXNAD1 P2RY14 PACS1 PANK1 PARD6A PAWR PDE8B PEX26 PI4K2A PIK3CG PIR PJA1 PLCB4 PLCE1 POLR1A POLR1C PPAN PPFIBP2 PPM1J PPP1R13B PPT1 PRKAB2 PRKRA PRORP PRR15 PSMB9 PTPN18 RASL11B RBBP7 RCHY1 REM1 RIOK2 RNF145 RNF157 RPL5 SCYL3 SDAD1 SELENOI SELL SEMA4A SERHL2 SF3B4 SGF29 SIGMAR1 SIPA1L1 SIRT7 SKAP2 SLC26A4 SLC31A2 SLC44A1 SMYD4 SNAPC2 SNRNP200 SNX3 SOX9 SSBP3 STX17 SUMO3 SUPT20H TAFA3 TANC1 TBCA TIMD4 TJP2 TMEM25 TMEM70 TNRC6A TOR1B TRIM7 TRMT11 TRMT2A TRMT2B TSNAX TSR2 TTC8 TTC9C TTLL4 TXNDC15 UBXN11 UCHL5 UNC13D WDR76 WDR86 XCR1 ZKSCAN8 ZNF212 ZNF318 ZNF597 ZNF652 ZNF710 GSE2128_CTRL_VS_MIMETOPE_NEGATIVE_SELECTION_DP_THYMOCYTE_C57BL6_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2128_CTRL_VS_MIMETOPE_NEGATIVE_SELECTION_DP_THYMOCYTE_C57BL6_UP ACACB ADAD2 ADCY6 ADGRE1 ADIPOR1 ADM AGRN AHRR AREG ATP6AP1-DT ATP6V1B2 ATP7B BASP1 BATF BHLHE40 BRAF BTG2 C15orf39 C22orf42 C8orf88 CASP1 CBY1 CCL8 CCR2 CCR5 CD274 CDC42EP1 CDKN1A CDKN3 CECR2 CELF4 CEMP1 CEP55 CLDN11 CLDN14 CLN3 CNTROB CPNE8 CSF2RA CTDSP1 CTSB CXorf58 CYB561A3 CYBB DACT3 DDI1 DEFB125 DENND4A DNAJB4 DPCD DSTYK E2F7 EFS EGF ENPP2 ENSG00000269289 ENTPD7 EPHX4 EPOP ESAM FAM182B FANCC FBLIM1 FCGR2C FLT4 FOXD4 FOXN3 FUT8 GABBR1 GADD45B GCLC GCNT2 GDI1 GGA1 GLRX GOT1 GPCPD1 GPR182 GPR82 GRHL3 HAMP HAS1 HCAR3 HLA-DRB1 HSPB7 ICAM1 IFI16 IKBKE INHBA INSIG1 IRS2 ITGB2 JUNB KCNC4 KLF8 KLLN KRT4 LENG1 LHFPL2 LIF LILRA1 LILRA2 LILRB1 LINC00324 LINC00595 LINC00926 LINC00955 LINC01015 LITAF LRRC34 MAD2L2 MAFG MAGEB2 MDH1B MED14 MIR21 MIR30C2 MTHFD2L MYL11 MYO1E NBEAL2 NCAPH NDP NDRG4 NEDD4L NFKB1 NIBAN2 NIPA1 NOTCH3 NTAQ1 NUDT12 OLIG1 ORAI1 P2RX4 P2RX7 PBOV1 PIM3 PITX3 PKM PLA2G4A PLAT PNKD PPIF PRDX1 PRELID2 PRKAG2-AS2 PRPH PTH2R PXN RASSF2 RASSF9 RBMS2 RHBDL1 RNF24 RUNX3 S100A8 SCML4 SEL1L2 SELENOO SGCG SHISA6 SLAMF7 SLC39A8 SLC43A3 SLCO4A1 SMAP2 SNX9 SOCS1 SPAG5-AS1 SPATA24 SPATA31C2 SPRED2 STEAP4 SUPT6H TBC1D2B TCEAL1 TEK THBS1 THUMPD3-AS1 TNF TRIM2 TRPM2 TRPT1 TSC22D3 TSPAN33 UBE2S ULBP2 USF2 VENTX ZNF541 ZSCAN23 GSE2128_CTRL_VS_MIMETOPE_NEGATIVE_SELECTION_DP_THYMOCYTE_NOD_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2128_CTRL_VS_MIMETOPE_NEGATIVE_SELECTION_DP_THYMOCYTE_NOD_DN ACAD9 ACO2 ADGRG6 AIFM1 AKT1S1 ALDH2 ALOX15 ANKRD18A AP2M1 APBB1IP APEX2 APOL4 APOO ARHGAP25 ARL4C ATG9B BACE1 BLTP2 BORCS5 C11orf21 C17orf58 C2CD2L CACYBP CARD9 CBX6 CCDC137 CCL17 CCL22 CCL26 CCL5 CD200R1 CD209 CDC42BPB CDK5 CECR3 CGN CLEC4G CLTB COMMD1 COQ9 CPT1A CTDP1 CYYR1 DCANP1 DNAH10 DPH3P1 DSG1 DYRK2 EEPD1 EHD2 ELAVL4 EMB ENG ENSG00000230707 EPHA4 EPOP EXT1 FADS2 FAM110B FAM50A FAM89B FAT4 GAL3ST4 GAS2L3 GFRA2 GGTA1 GTF3C4 H2AC14 H2BC11 HIP1 HPD HSD11B1 HSPB1 HTT IL18BP INTS7 INTS9 IRF4 ISM2 JADE1 JUNB KCNK6 KISS1R KLF2 KMT2D LEO1 LINC00687 LINC00705 LINC01252 LINC02458 LMNB2 LRATD1 LRRC69 MAF MAOA MAPKAPK5 MBNL1-AS1 MCRIP2 MCUR1 METTL7A MEX3B MFHAS1 MGME1 MINK1 MLST8 MMP21 MNT MORC4 MRPL48 NAALAD2 NCAPH NDUFC2 NFE2 NFIC NFXL1 NISCH NOTCH3 NPIPA1 NPRL2 NUDT16L2P OLFM2 ORAI1 PACS1 PALLD PDE1A PDGFB PDGFC PI4K2A PIEZO1 PLEKHO2 PLOD1 POGLUT3 POLRMT PPEF1 PPP1R9B PRADC1 PSG4 PXDC1 QSOX1 RAB8A RABEPK RECQL5 RERE RGR RNF181 SBF1 SILC1 SLC23A3 SLC38A7 SLC47A1 SLC4A7 SLCO3A1 SLX4 SMG1P1 SNRNP200 SNX17 SPHKAP SPINT2 SPTAN1 ST6GALNAC1 STAB1 STK11 STOML3 SUFU SYNGR2 TBC1D17 TBX19 TKT TLL1 TMEM132D-AS1 TMEM250 TMEM71 TNFRSF10A-DT TNFRSF4 TP53 TRIB2 TSC2 TSPAN33 TTC9C TTLL12 UBE2M UBTF UQCR10 USP28 WNT7A ZBED1 ZBTB46 ZC3H3 ZER1 ZFP36L1 ZNF138 ZNF442 ZNF568 ZNF667 ZNF746 ZZEF1 GSE2128_CTRL_VS_MIMETOPE_NEGATIVE_SELECTION_DP_THYMOCYTE_NOD_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2128_CTRL_VS_MIMETOPE_NEGATIVE_SELECTION_DP_THYMOCYTE_NOD_UP ABCA9 ABHD14B ACER3 ACKR3 ACP5 ACYP2 ADAM15 AKAP1 APOE ARAP2 ARAP3 ARID5A ARMC5 ARNT ATF3 ATP6AP1 AUP1 B3GNT2 B3GNT8 B4GALT1 B4GALT5 BCL2L11 BCL3 BLNK C19orf47 C1QA C1QB C1QC C3AR1 C5orf15 CA13 CALHM6 CASP4 CASP8 CCL4 CD14 CD33 CD72 CHD9 CHRM3 CLEC5A CLPTM1 CLSTN1 COMT CORO1C CSF1R CTPS2 CTSB CTSS CX3CR1 CXCL1 CXCL11 DAZ2 DCSTAMP DDX1 DENND6A DGKD DHX40 DLST DOCK1 DOK2 DRAM2 EDEM1 EDN1 ENG ETS2 FCER1G FCGR1A FCGR2A FCGR3A FMNL3 GALK1 GBP4 GBP7 GGA2 GGH GLB1 GPR183 GPR84 GSTM3 HACD1 HELZ2 HPGD HRH1 HTRA2 IFI27 IFITM2 IFITM3 IGKC IL18BP IL2RG IL4I1 IL7R IRAK3 IRF4 JCHAIN KDELR3 KIF1B KLF7 KLHL13 LAMTOR4 LCP2 LGALS3BP LGALS9B LIFR LINC01160 LPP LRP8 LRRC75A LY86 MAGI2 MAN1A1 MAN2A2 METRN MFGE8 MGAT4A MICU1 MS4A6A MS4A7 MTHFD2L MTSS1 MYCBP2 NDST1 NEURL2 NR1H3 NUCB1 OAS1 P4HB PCK2 PCYT1A PDE2A PDE7B PDGFB PDPN PGGHG PID1 PITPNC1 PLAC8 PLXDC2 PPARD PREP PRPS2 PTGR1 PTGS2 PXDC1 RAB3IL1 RAC2 RAI14 RALGPS2 RASGRP1 RBFOX2 RCN3 RELL1 RGS7BP RHOH RIGI RILPL1 RNASEH2C RNASEL RNF130 RTP4 SCAMP1 SCPEP1 SDC4 SELENOP SEPTIN11 SERF1A SHFL SLAMF9 SLC16A6 SLC25A33 SLC29A3 SLC38A1 SLC7A11 SMCO3 SMOX SPRY1 SRXN1 ST6GALNAC6 STAT4 STK11IP SULF2 SYK TENM4 THBS4 TICAM1 TIMP2 TLR1 TM7SF3 TMEM176B TMEM185A TMEM65 TMLHE TNFRSF1A TNFRSF1B TTPAL TYROBP UBE2A VKORC1 WWC2 GSE21360_NAIVE_VS_PRIMARY_MEMORY_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21360_NAIVE_VS_PRIMARY_MEMORY_CD8_TCELL_DN ABCC3 ABCD4 ABCG1 ABHD12 ADCY7 ADRA1A ADSS1 AHNAK AKAP10 AMDHD2 ANKRD55 APLP2 APOC1 ARL11 ATF3 ATP10A ATP1A3 ATP6V0D2 ATP6V1A ATP6V1B2 B3GNT8 BST2 CCND1 CD109 CD300LF CD5L CD68 CDO1 CEBPA CERK CLEC7A CMTM4 CNR2 COMMD4 COTL1 CTSE CTSS CUTA CX3CR1 CYTH1 DAXX DCK DHRS3 DNMT3A EPOR EYA4 F7 FAM20C FBXO32 FCGR1A FGD4 FMN1 GCNT1 GLA GNA12 GNG2 GPX3 GRK3 GSTM1 GUSB H3-3B H4C14 HAL HAVCR2 HDAC5 HEXB HEY1 HMGCS1 HPGDS HPRT1 HSD17B11 IDH1 IFIT1 IFIT2 IFIT3 IL5 IL6ST IQSEC1 IRF8 ITGAV JUP LAPTM5 LDHB LGALS3BP LIPA LPAR5 LRP1 LRP12 LY6S LY86 MAN2B1 MBP MEF2A METRNL MIR23B MMD MMP12 MMP8 MOV10 MSMO1 MYLIP MYOF NAV2 NCK2 NFASC NPC1 NPC2 NRP1 NUMA1 OLFML3 OSBPL11 OXCT1 PACS2 PAOX PCK2 PDLIM4 PDP1 PGAP1 PHACTR2 PKIB PLA2G15 PLD4 PLEKHM1 PLXDC1 PLXNA1 PLXNC1 PTGS1 PTPRA PTPRK PWWP2B RAI1 RAP2A RCBTB2 RGL2 RGS1 RGS2 RMRP RNF144B RNF150 RNH1 RRAGC RSAD2 S100A13 S1PR1 SAMD9L SAT1 SGK3 SKI SLC22A18 SLC22A23 SLC29A3 SLC35F5 SLC46A3 SLC66A1 SLC6A8 SLC9A9 SLCO2B1 SMPDL3A SOCS6 STAB1 STAB2 STARD3 STOM STX4 SULF2 SUN2 TBC1D16 TGFBR1 TMEM184B TRIM25 TRPV2 TTYH2 TYROBP UBE2L6 UBL3 VAT1 VWA5A VWF WDR91 XYLT1 ZDHHC14 ZFAND2A ZFP36L2 GSE21360_NAIVE_VS_PRIMARY_MEMORY_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21360_NAIVE_VS_PRIMARY_MEMORY_CD8_TCELL_UP ABCA1 ADAMTSL4 ADORA3 AHR ALDOC ANXA3 AP2S1 APOC1 APOC2 ARHGAP24 ARSG ATRNL1 C1QB C1RL CALML4 CAMKK1 CCND1 CCND2 CCR1 CCR2 CCR3 CD101 CD163 CD34 CD38 CDCA4 CDH1 CEMIP2 CH25H CHSY1 COX7A1 CPNE2 CRYL1 CX3CR1 DAP DDIT4 DEFB103A DHCR24 DMPK DSC1 DTL DTX4 ECM1 EDNRA EMILIN2 ENPP1 EPS8 ETV5 EXTL3 F13A1 FCGR2B FCGRT FLOT1 FURIN GAL3ST4 GALNT2 GAS6 GJA1 GPR84 GRHPR GRINA H1-1 H1-5 HFE HK2 HOXA2 HP HSD11B1 HSD17B4 HTR2B HYCC1 ID1 IFITM1 IL17RA IL21R IL5 ITK KDM7A KLF2 KLF7 LAMA2 LBP LDHB LFNG LRG1 MAFB MCFD2 MCM6 MED22 MED23 MVB12B MYD88 NAAA NDRG1 NDUFV3 NECTIN2 NEK6 NFIL3 NME4 NOS2 NT5E OPLAH P2RY13 P4HA1 PBXIP1 PDE2A PDE4D PDK1 PDPN PFKL PGAM1 PGAP6 PGK1 PGM2 PHYHD1 PIGN PIK3R2 PLOD1 PMEPA1 PPP1R3D PRUNE2 PTGFRN PTPN1 PTPN7 QSOX1 RAB3IL1 RHOH RTN4RL1 RUNX3 SAA3P SBNO2 SEMA4C SEMA6B SERPINE2 SESN3 SFXN5 SH2B2 SIPA1L2 SLA SLC12A7 SLC16A3 SLC25A51 SLC2A1 SLC39A1 SLC39A14 SLC9A9 SMAD3 SMAGP SNX1 SOCS3 SOX4 SPINK2 SPON1 SPSB1 SSH2 STAT3 STEAP4 STING1 STX2 TBC1D12 TBC1D14 TCN2 THBS1 TMEM9 TNFAIP8 TNFSF14 TPI1 TRAPPC14 TREML2 ULK2 VGLL4 ZC3H12D ZDHHC23 GSE21360_NAIVE_VS_QUATERNARY_MEMORY_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21360_NAIVE_VS_QUATERNARY_MEMORY_CD8_TCELL_DN AARSD1 ADAR ADPGK AEN ANKFY1 APOL6 ARMCX3 ARPC1A B3GNT2 BCAP29 BCL2L14 BNIP1 BST2 BZW2 C3orf52 CASP1 CASP4 CD38 CD69 CDC14B CDC73 CHMP5 CHST12 CMTR1 CNOT8 COQ10B CREM CRK CSNK1G1 CUL4A DCP1A DDX18 DDX47 DDX60 DENND1A DENND1B DHX58 DOP1A DUSP22 EHD4 EIF2AK2 EIF2S1 EIF4A1 EIF5 ELF1 ELOVL6 ESF1 ETV3 FAM98A FBXO28 FBXW7 FCHSD2 GDAP1 GMPR GOSR1 GTF2B H2AC6 HERC5 HERC6 HIF1A HNRNPDL HOMER1 IFI27 IFI35 IFI44 IFI44L IFI6 IFIH1 IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 IFITM2 IFITM3 INTS12 IRF7 IRF8 IRF9 ISG15 ISG20 KANSL2 KCTD14 KLHL20 LAMP3 LAP3 LARP1 LAX1 LGALS8 LNPEP MAD2L1BP MAIP1 MAK16 MIS12 MIS18BP1 MOB1A MORC1 MR1 MRTO4 MTF2 MX1 MX2 MYCBP2 MYF6 N4BP1 NADK NBN NCOA3 NFKBIE NGLY1 NIP7 NIPAL3 NIPBL NMI NOC3L NOL8 NOMO3 NSUN3 OAS1 OAS2 OAS3 OASL ODR4 PALS2 PARP12 PHF11 PLSCR1 PLSCR2 PML PNO1 POGK POGLUT1 POLG POU2F1 PPP2R2A PRRC1 PSMA6 PSMD11 RASGRP3 RBM22 RBM41 RIGI RIPK1 RNF8 RSAD2 RSRC2 RTP4 SAMD9 SERPINB9 SETD4 SHFL SINHCAF SLC16A6 SLC22A2 SLC24A1 SLC31A1 SLC39A14 SNAPC1 SP100 SP110 SP140 SRD5A1 STAP1 STAT2 TAP1 TDRD12 TDRD7 TENT5A TIMM17A TLR3 TMEM127 TMEM187 TNPO2 TRAFD1 TRAPPC4 TREX1 TRIM21 TRIM22 TRIM38 TWNK UBC UBE2L6 UBE2W USP18 VCPKMT WNT1 XAF1 XIAP YEATS2 YIPF6 ZCCHC10 ZCCHC2 ZNF134 ZNF148 ZNF195 ZNF239 ZNF330 ZNF702P ZPR1 ZZZ3 GSE21360_NAIVE_VS_QUATERNARY_MEMORY_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21360_NAIVE_VS_QUATERNARY_MEMORY_CD8_TCELL_UP AARSD1 ACP1 ADAR AEN AGA APOL6 APTX ARFGEF2 ARFIP1 ARHGAP5 ARMC8 B3GNT2 BAG4 BCAP29 BCL2L14 BMP8B BPNT2 BST2 BZW2 C12orf4 C1GALT1 CD38 CD48 CD69 CDC73 CHMP5 CLEC2D CMAS COQ10B CREM CRK DCAF17 DCP1A DCTN4 DDX10 DDX60 DENND1B DHX58 DOP1A DROSHA DTWD1 EHD4 EIF2AK2 EIF4A1 EIF5 ELF1 EMC2 ENPP2 ETV3 EXOSC2 FBXO28 FCHSD2 FER GALNT7 GLS GPN3 GTF2B HERC4 HERC5 HERC6 HOMER1 IBTK IDH3A IFI27 IFI35 IFI44 IFI44L IFI6 IFIH1 IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 IFITM2 IFRD1 IL10 INTS12 IPO8 IRF7 IRF8 IRF9 ISG15 ISG20 ISG20L2 KCTD14 KRTAP1-1 LAMP3 LAP3 LARP1 LAX1 LIAS LNPEP LRIF1 MAIP1 MAK16 MED6 MGA MGAM MIS12 MRS2 MTF2 MX1 MX2 N4BP1 NADK NCAM2 NCOA3 NIPAL3 NMI NOC3L NOL8 OAS1 OAS2 OAS3 OASL ORC4 PALB2 PALS2 PAQR3 PARP12 PCID2 PHF11 PIGK PLSCR1 PNO1 POLR3F POLR3G PPP2R2A PRRC1 QKI RAP1B RBM22 RBM28 RBM7 RCL1 RIF1 RIGI RIPK1 RNF146 RSAD2 RTP4 SAMD9 SAR1B SELENOP SERPINB8 SETD4 SFSWAP SINHCAF SLC24A1 SLC25A32 SLC31A1 SLC35A5 SLC39A14 SLC39A9 SNAPC1 SNX2 SOBP SP100 SP110 SP140 SRD5A1 SRR STAMBP STAP1 STAT2 SYNJ1 TADA2A TBPL1 TCP1 TDRD3 TDRD7 TENT5A TGDS TIMM17A TMED5 TMEM33 TMEM9B TOP1 TRAPPC4 TRIM21 TRIM22 TRIM25 TRIM38 TWNK UBC USP16 USP18 UTP14C UVRAG VCPIP1 VN1R1 WDR44 WDR47 XAF1 XRCC4 ZCCHC10 ZCCHC2 ZNHIT6 ZZZ3 GSE21360_NAIVE_VS_SECONDARY_MEMORY_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21360_NAIVE_VS_SECONDARY_MEMORY_CD8_TCELL_DN ABCA9 ACSS2 ADGRE5 AGAP1 AHNAK AHNAK2 AKIP1 ALOX15 AMDHD2 ANKRD12 ANKRD55 ANXA4 APLP2 ARL8B ASPH ATF3 ATP10A ATP2B1 ATP6V0D2 ATP6V1B2 BRI3 C6orf62 CACNA1A CALM2 CD28 CD300A CD9 CDK6 CDS2 CHCHD6 CIPC CLEC1B CLEC7A CLIC4 CNOT6L COX4I1 CPEB4 CXCL10 CYB561D1 DDX60 DNASE1L1 DNMT3A DOCK10 DOT1L EEPD1 ENTPD1 FABP4 FLVCR1 FNIP1 GABARAPL1 GAS2L3 GCLC GNS GPR137B GPR162 GPR183 GRK3 GSDME GUSB GVINP1 H2AC25 HERC5 HK3 IFI44 IFIT2 IFIT3 IGF1 IGF2R IL6ST IL7R IQGAP1 IRF7 IRGM ITPRID2 JAML KCNJ10 KCNJ2 KEAP1 KLHL21 L1CAM LASP1 LGALS3 LGALS3BP LMNA LPL LRATD2 LUC7L3 MAP4K3 MBNL2 MICAL1 MNT MOV10 MTHFR MX1 MX2 MYCBP2 MYO1F MYOF NCK2 NFASC NIBAN2 NR1D2 OAS3 OASL OGT OSBPL8 P2RY14 PACS2 PALS2 PARP11 PARP12 PCYT1A PDLIM4 PDP1 PDXK PLD3 PLEKHM1 PLXNA1 PLXNC1 PNPLA2 POR PPT2 PSEN2 PSMB8 PTCHD1 PTK2B PTMS PTPRO RAB7B RELL1 RGS1 RNF128 RNF213 RPS4X RRAGC S100A6 SAMD8 SAMD9L SEMA4D SLC23A2 SLC40A1 SLC49A4 SLC6A8 SLFN5 SNORA16A SOAT1 SPAG9 ST8SIA4 STARD3 STAT2 STMP1 STOM STRA6LP STXBP5 SUN2 SYNE1 TALDO1 TAPBP TFRC THEMIS2 TMEM245 TPCN2 TRAFD1 TREX1 TRIB3 TRIM25 TSC22D1 TTYH2 UNKL VWF WDR91 XAF1 ZBP1 ZFAND2A ZFYVE28 ZNFX1 ZYX GSE21360_NAIVE_VS_SECONDARY_MEMORY_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21360_NAIVE_VS_SECONDARY_MEMORY_CD8_TCELL_UP ABCA1 ABCC1 ADAMDEC1 ADGRG6 ADK AHR ALKBH5 ANTXR1 AOAH ARHGAP31 BCL3 BLK BYSL C3 CCL5 CD302 CD40 CD79A CDC42EP2 CEBPB CEMIP2 CH25H CHI3L1 CLCN7 CMAHP CP CSF3 CXCL1 CYBB DCBLD2 DCSTAMP DENR DGAT2 DGKH DNMT3L DRAM1 DSC1 DST DTX2 DUSP16 EAF1 EDNRB EGLN1 ELL2 EPHA4 ETS1 ETV5 EVA1B FAM114A1 FAS FBXL5 FCGR2B FCMR FCRL5 FHL3 FLNB GADD45B GALNT2 GMFG GNG12 GPD2 GPR18 GPR85 GSAP GSR HCAR2 HCK HCLS1 HEG1 HERPUD1 HK2 IER3 IFITM2 IFT57 IGF2BP2 IGFBP7 IL12B IL1RN IRAK3 ITGA5 ITGA8 JMJD6 KCNA3 KCTD12 KLF7 LAMA2 LMO4 LPCAT2 LPP LRRC25 LRRC8C MALT1 MARCKSL1 ME1 MEFV MET MICALL2 MIF MIR155 MLLT6 MMP14 MRPL52 MYD88 MYO1B N4BP1 NFIL3 NFKB1 NFKBIA NFKBIE NOS2 NXPE3 PDE10A PDE4B PDPN PECAM1 PEG10 PFKL PGAM1 PGM2 PID1 PIK3CG PIK3R5 PIK3R6 POU2AF1 PPFIBP2 PPIC PPP1R14B PPP1R3B PRELID1 PRKAR2B PTPN1 QSOX1 RAB11FIP1 RAB20 RAB30 RAPGEF2 RAPGEF5 RELT RRAS RTN2 SAMSN1 SCARF1 SDC4 SEMA4A SEMA4C SH2B2 SH3BGRL SH3BP5 SIK1 SLC11A2 SLC13A3 SLC1A2 SLC25A10 SLC2A1 SLC31A2 SLC39A1 SLC39A13 SLC39A14 SLCO3A1 SOD2 SPIC SPN SRC SYCE2 TARM1 TES TGFBI TM4SF5 TMEM26 TMSB4X TNF TNFRSF10B TPI1 TRAF1 TRAF3IP2 TUBB4B UFSP2 VASP VCAN VCL VEGFA ZC3H12A ZDHHC6 GSE21360_NAIVE_VS_TERTIARY_MEMORY_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21360_NAIVE_VS_TERTIARY_MEMORY_CD8_TCELL_DN ACAT2 ACTA2 ADD1 ADORA2B AKR1A1 ANAPC15 ANGPTL2 ANKRD28 APBA2 APBB3 APOBEC2 ARHGAP1 ARRB1 ATG14 ATP5ME ATP8B3 B3GNTL1 CANX CBX7 CCNB2 CCNI CD53 CDC20 CDC25B CDC25C CDCA3 CDCA8 CDKN3 CEACAM8 CERK CFAP74 CHKB CIDEC CNN2 CORO7 COTL1 CPVL CROCCP3 CRYBB2 CSTPP1 CYP2B6 CYTH4 DBN1 DBNDD1 DCAF8 DHRS3 DOCK2 ECHDC2 EDF1 EEIG1 EFNB1 EGR4 ELK1 ERCC2 ESYT1 ETFB ETHE1 EXOC3 FABP2 FGR FHL1 FKBP2 FLII FTO FUT2 GATD3 GCHFR GIPC1 GLRX5 GLS2 GLYR1 GMFG GPR135 GPX4 GRAP GULP1 H4C11 HABP4 HDAC3 IFT52 IGHMBP2 IMPDH2 IQCA1 IRF2BP1 IRX5 ITFG2 KCNJ9 KHDRBS2 KLHDC2 KLHL29 KLHL35 KLK1 KRT10 KYAT1 LAGE3 LAPTM5 LASP1 LPXN LUC7L MACROH2A1 MAP1LC3B MAST3 MKNK2 MXD3 MYH10 MYO9B NAB2 NCAPD3 NCK2 NCR3 NDRG3 NENF NF2 NHERF1 NME7 NPHS2 NPRL2 NR2F1 NUAK1 NUDT7 NUMA1 NUP210 OXA1L PACS2 PCSK7 PFDN5 PHF1 PIP4K2A PLCG1 PNN PNRC1 POLR2J PPM1F PPP2R5D PPP6C PRDX2 PRKCA PRKCH PRSS16 PTPN3 PTTG1 PTTG3P PYY2 R3HDM4 RAB11FIP3 RAB33A RANGRF RBM23 REG3A RGL2 RGS4 RHOF RIPK4 RNASEH2A RNF39 RNF44 RNPEP RPL10 RPL13 RPL27 SEC14L1 SEMA4C SHC3 SLC17A4 SLC2A4RG SLC35E2B SLC4A4 SMPD1 SPCS3 SPINK4 SPON2 SPPL2B SPSB3 SSH3 TAFAZZIN TAL1 TEDC2 TES TFPI2 TMA7 TMC6 TMEM131L TMEM212 TNNI1 TOM1 TP53I11 TRDN TROAP UBASH3A UBE2C UBE4B UNC119B USB1 VAT1 VPS52 WAS WASHC3 ZNF318 ZNF512B ZNF589 GSE21360_NAIVE_VS_TERTIARY_MEMORY_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21360_NAIVE_VS_TERTIARY_MEMORY_CD8_TCELL_UP ACO1 ACP6 ACSL5 ADAM29 ADD1 ADORA2B AKAP8 AKR1A1 AKR1B1 AKR7A3 ALOX5 ANAPC15 ANKRD28 APOC2 ARFRP1 ARHGAP1 ARL2BP ARPC4 ATOSB ATP2B2 ATP5ME ATXN2L AURKA BEAN1 C2CD2 CABIN1 CBX7 CCDC33 CCNB2 CCNI CD34 CD68 CDKN3 CENPF CERK CHRNA10 CHST1 CIC CIDEB CLCA2 CMC4 CNN2 CNOT9 COL19A1 COLQ COTL1 CRYBB2 CRYL1 CYP26A1 CYP4F2 DBN1 DCHS1 DHRS3 DHX9-AS1 DMBT1 DNAJC4 DOCK2 EEIG1 EFS EGR4 ELK1 ESYT1 EXOC3 FAM120A FAM172A FHL1 FLII FTO GATD3 GDPD5 GIPC1 GMPPB GOT2 GPR21 GPX4 GRIK5 GRIN2D GTSE1 GUCY1B2 H4C11 HAND2-AS1 HAS1 HAUS5 HDAC1 HMGB3P1 HSPA6 IDH2 IFT25 IMPDH2 IRF2BP1 KCNJ9 KCNK15 KLHDC2 LAIR1 LAPTM5 LASP1 LCP1 LDOC1 LIPG LSM12 LTB MACROH2A1 MAGEB3 MAP1LC3B MAPK8IP2 MKNK2 MMP25 MXD3 MYH10 NANS NCR3 NDRG3 NF2 NHERF1 NRGN OCEL1 ORAI3 OXA1L P2RX6 PABPC3 PADI3 PATJ PC PCIF1 PGC PKMYT1 PMM1 POTEKP PPP6C PRDX2 PRKCA PRKCH PTTG1 PTTG3P RAB33A RAMP1 RASL11B RASSF2 RCN2 REG3A REPIN1 RGL2 RGS10 RGS14 RHOF RNF44 RPA3 RPL10 RPL13 RPL27 RRAGD SEC14L1 SERF2 SF3A3 SIT1 SLC23A2 SLC2A4RG SLC47A1 SMARCD1 SMYD3 SPAG5 SPCS3 SPINT2 SSR2 SUN2 SUOX TACC1 TBC1D2 TCP11 TES TGM3 TGM5 TIMP2 TMA7 TMOD2 TNNI3 TPST1 TPT1 TRAF5 TROAP TSKS TUBA4A UBASH3A UBE2C UBE4B UNC119B UPK3A VAMP1 VAT1 VIL1 VRTN WAS ZBTB7A ZHX3 ZNF318 ZNF385D GSE21360_PRIMARY_VS_QUATERNARY_MEMORY_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21360_PRIMARY_VS_QUATERNARY_MEMORY_CD8_TCELL_DN ABI1 ABLIM1 ADD3 AGBL2 AGTPBP1 AKAP17A AKAP9 ALAD ARFGEF1 ARHGAP15 ARL2BP ARMC8 ASAH1 ASTE1 ATF2 ATP6AP2 BACH1 BAHD1 BAZ2A BBX BCL11B BICRAL BMAL1 BNIP3L BRD1 C2CD3 C2orf68 C6orf62 CAPN2 CCDC69 CCDC91 CCDC93 CCS CD247 CD37 CD96 CELSR2 CEP350 CHD9 CITED2 CLCC1 CLEC2B CMTR1 CREB1 CSRNP2 CTBS CTDSP1 CTDSP2 DCAF8 DENND2D DET1 DHRS1 DICER1 DOCK9 DPF2 EFCAB14 ELANE ENTPD4 EPM2AIP1 ERBIN FAM117A FAM149B1 FBXL5 FMR1 FRAT1 GALNT11 GCC2 GPRASP1 HIPK1 HPCAL4 HSD17B3 IFI44L IKBKB IRF7 JADE2 KCNA3 KDM5A KLF2 KLHDC10 LEMD3 LETMD1 LIPT1 LMF2 LPIN1 LRCH4 LRP10 LTBP3 MACF1 MCM3AP MKRN1 MON2 MORF4L1 MST1 MZF1 NBR1 NCOR1 NDRG1 NGRN NME3 NPFF OSBPL2 PARP8 PCF11 PIK3CA PILRB PJA2 PLEKHO1 PNRC1 PPP1R12A PPP2R5A PPP6R3 PRKCQ PRKCZ PSME3IP1 PTTG1IP RAB4B RASGRP1 RBM26 RC3H2 RIN3 RIPOR2 RPL37 RPS15A RPS29 RSBN1 RUBCN RXRB RYK S100A10 S100A6 SAMD9 SARAF SENP6 SERINC3 SETD2 SHC1 SIGIRR SIRT3 SKAP1 SLC16A5 SLC35E2A SMURF2 SNRK SNX3 SNX6 SON SORL1 SPG11 SPTAN1 SQSTM1 SSH3 ST6GAL1 STAG2 STAT4 SYNJ2BP TAX1BP3 TCF20 TDRD7 TGOLN2 TLE5 TMED10 TMEM63A TMEM80 TNK2 TOP2B TOR1B TPP1 TRAF5 TRIB2 TRIM14 TRIOBP TSC22D3 TTC17 UBL3 ULK1 USP11 USPL1 VEZF1 VPS13B WASF2 WDR44 WDR45 WIPF2 WWP1 ZBED5 ZBTB22 ZC3H11A ZC3HAV1 ZFAND6 ZFYVE16 ZNF14 ZNF236 ZNF302 ZNF573 ZNF652 ZNF814 ZNF83 ZNF862 GSE21360_PRIMARY_VS_QUATERNARY_MEMORY_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21360_PRIMARY_VS_QUATERNARY_MEMORY_CD8_TCELL_UP ABCC5 ADGRE4P ADGRE5 AHNAK ALAS1 AMDHD1 AMDHD2 ANKRD55 ANPEP ANXA4 ANXA5 ASCC3 ASNS ATF3 ATP6V0A1 ATP6V0D2 BRI3 C3 CACNA1A CCDC50 CCL2 CCL5 CD180 CD300LB CD36 CD74 CD83 CD9 CLEC4D CLEC4E CLEC7A CLIC4 CMPK2 COQ10A COX4I1 CPEB4 CRIP1 CSTB CXCL3 CYB5A CYBB CYTIP DDX60 DNMT3A DOT1L DUSP9 EEPD1 EGR2 ELF2 EMP1 ENGASE ENTPD1 FABP4 FBXO32 FLNA FOS GABARAPL1 GAS7 GDF15 GLTP GNS GPNMB GPR137B GPR157 GPR162 GSTM1 HERC5 HPGD HPSE IFI44 IFIT1 IFIT2 IFIT3 IFITM3 IGF1 IKBKG IL1RL2 IL1RN IL2RG IL6ST IRF7 KIR3DL2 LAPTM4A LGALS3 LGALS3BP LMNA LONRF3 LPL LRP12 LTF LY6E LY6S LY75 LY9 MARCHF3 MED11 MET MGLL MLKL MMP13 MMP8 MOV10 MTHFD2 MYO1F MYOF NQO1 NR2F6 ODC1 OGT OXCT1 P2RX4 PACS2 PDE7B PDLIM4 PDP1 PENK PLD3 PLEKHM1 PLK2 PLXNC1 PML PMP22 PPARG PRKCD PTCHD1 PTGR1 PTMS PTPRJ RASA4 RASSF4 RGS1 RIGI RILPL2 RNF144B RNF213 RNY3 RSAD2 S100A10 SAMD9L SAMHD1 SCPEP1 SERPINE1 SLAMF7 SLC11A2 SLC15A4 SLC6A8 SLC7A1 SPIC SQSTM1 SRXN1 ST3GAL1 STAP1 STAT1 TFRC TGFBR1 TMEM50A TNFAIP2 TNFSF4 TNIP3 TNS3 TREML4 TRIM25 TTYH2 UBE2L6 USP18 VAT1 VWF WASF1 WDR91 XAF1 XRCC1 ZC3H12C ZCCHC2 ZFAND2A ZNFX1 GSE21360_PRIMARY_VS_SECONDARY_MEMORY_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21360_PRIMARY_VS_SECONDARY_MEMORY_CD8_TCELL_DN A4GNT AASS ABCA1 ABT1 ADGRD2 AGT ALAD ALDH6A1 ALLC AMELY ANP32A AP1G1 ARFGAP1 ARHGEF10L ARID3A ASB8 ATG14 ATOX1 ATP1B3 ATP7B ATP8B2 BAG6 BCAT2 BCS1L BNIP1 BRD4 BRD9 BSN C2 CAPZA1 CCDC92 CEL CERS4 CHRNB1 CLEC4M COL4A3 CORO7 CROCCP3 CST5 CTPS2 CYP11B1 DAXX DCAF10 DCLK1 DHPS DNAJA3 DNASE1L3 DOCK5 DPP8 DRICH1 DUS1L DYNC1I1 E2F6 EFNB1 EIF3I ELAVL2 ELF4 EPHA7 FABP2 FAM153A FASTK FCGRT FHOD3 FMOD FOXD3 FOXL2 FRMPD4 FUT2 GABARAP GABRP GALR1 GCM1 GID4 GLP1R GLS2 GML GNL1 GON4L GPR135 GPR88 GTF3C2 HAND2 HARS2 HIGD1B HLA-F HSPB8 HTR1E HTR3B IGFBP4 IGFBP7 IL9R INPP5K INSRR ITGB8 JAK1 KCTD3 KLF5 KLHL20 KLK10 KLK3 KRTAP5-9 KYAT1 LGI1 LRP12 LRRC8E LRTM1 LUC7L MAGED2 MAU2 MEN1 MGAT1 MNS1 MPO MST1L MVP MYF6 NAT9 NDUFC1 NFE2L2 NOP2 NPRL2 NR1H3 NRIP3 NTM NUDT7 NUP188 NXF1 OR1F1 PABPN1 PDE1A PHF1 PHKA2 PKNOX1 PMP22 POGK POLG POLR1D POLR2H POMGNT1 PRRG2 PSG2 PSKH1 PSMD7 PTPRH PTPRR R3HDM4 RANGRF RBM23 RCE1 RDH16 RETREG2 RNF4 RPS23 SAP30L SCAMP2 SELPLG SERPINB5 SETDB1 SGSH SHFL SLC15A3 SLC7A9 SNTA1 SNU13 SPSB3 STARD8 STAT3 STC1 SV2C TAP1 TCHH TEC TFPI2 TGFBI TIMM44 TM6SF2 TMEM104 TMEM127 TMEM161A TMEM212 TOM1 TRAPPC14 TRAPPC4 TRPC2 TSR2 UBE2G2 UBXN1 ULK1 USP4 WDTC1 WNT10B WSCD2 ZBP1 ZNF239 ZNF324 ZNF415 ZNF512B ZPR1 ZXDB GSE21360_PRIMARY_VS_SECONDARY_MEMORY_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21360_PRIMARY_VS_SECONDARY_MEMORY_CD8_TCELL_UP ACKR3 ACSL4 ADSS2 AGA AKAP4 ALDH7A1 AMPD1 ANP32E AOC3 APBB1IP APCS ARFIP1 ARHGEF26 ARMCX5 ATP2B2 BCAP29 BMP8B BORA C10orf88 CACNA1H CACNA1I CCDC82 CCPG1 CD34 CD68 CDC27 CELA3A CETN2 CFAP74 COBL COMMD8 CRCP CRYAB CTRC DEPP1 DHX29 DLST DMBT1 DNAJC10 DNAJC17 DNAJC7 DNASE1 DSN1 EAF2 ELAPOR1 EMC2 EPB41 EPB41L1 ERG ETFDH FABP7 FAM131B FAM234B FGF3 FGGY FKBP1A FOXN1 GAB2 GABRG3 GADD45G GHSR GLRX3 GLS GNG4 GPN3 GPR21 GPR6 GPR87 GRIN2D H1-4 H2AC13 H2BC7 H2BC9 HACD2 HCCS HDAC2 HNF1A HNRNPUL2 HOMER2 HOXB9 HPSE2 HSP90AB1 IFNA8 IFT27 IGLV3-19 IHH IL1RAP IL32 IREB2 JPH3 KCNIP2 KRIT1 KRT14 KRT8P12 KRTAP1-1 KRTAP2-4 LAIR1 LCOR LGSN LIG3 LIPG LLPH LRP2 LRRC19 LYPLA1 MAGEB3 MAK16 MAPK4 MATN4 MICU1 MICU2 MMUT MRS2 MTR MYBPC3 MYH15 NAA50 NCBP1 NCBP2 NEU2 NKX3-2 NRCAM NRIP2 NTN3 NUBPL NUP160 OLFML1 OPLAH OR2F1 OR52A1 PABPC3 PAX6 PCNP PEX1 PIWIL1 PLA2G15 PLEKHF2 PLEKHG6 PPP4R3B PPP5C PRG3 PRKAR1A PTGS2 RAB33B RBM8A RECQL REST RPGRIP1 RPGRIP1L RPS3A RRS1 RTN4 RXRG SCTR SERBP1 SLC15A2 SLC1A3 SLC47A1 SLC5A12 SMAD5-AS1 SMTN SNX24 SPARC SPATA7 SPICE1 SPINK1 STAG1 STRN3 TBC1D12 TBC1D9 TBX3 THBS3 TM4SF1 TMEM262 TMEM33 TMEM45A TPST1 TRIM45 TSKS TSNAX TTC33 UBE2NL ULBP1 UPB1 VLDLR VPS33A XPOT ZBED4 ZBTB5 ZBTB6 ZBTB7B ZBTB7C ZKSCAN5 ZNF16 ZNF287 ZNF385D ZNF460 ZNF7 ZNF80 GSE21360_PRIMARY_VS_TERTIARY_MEMORY_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21360_PRIMARY_VS_TERTIARY_MEMORY_CD8_TCELL_DN ACVR1B ADGRE5 AK4 ANKS1A APOL1 ARHGEF11 ARID5A ATP1B1 ATXN7 B4GALT5 BATF BCL2A1 BLZF1 BPGM C1QB C2orf27A CASP10 CASP4 CCL18 CCL5 CCL7 CCL8 CCRL2 CD38 CD47 CD69 CD83 CDC42EP2 CDKL5 CDKN1A CEBPA CERS6 CIITA CLDN10 CMAHP CSRNP2 CTNS CTSZ CUL1 CXCL10 CXCL11 CXCL9 CYP1A1 DENND4A DNAJA2 DUSP5 DYNLT1 DYRK4 EDEM1 EIF1 EPB41L2 EYA3 EZH2 F3 FCGR1A FEM1C FIG4 FYB1 FZD7 GADD45B GADD45G GBP1 GBP2 GEM GK GPR107 GUCY1A1 H3C10 HIVEP2 HSD11B1 ICAM1 ICAM4 IDO1 IFI27 IFI35 IFITM1 IL10RA IL15 IL15RA IL1B IL1RAP IL2RA IL3RA IL6 ILF2 IRF1 IRF4 IRF5 IRF7 IRF8 ISG20 ITGA4 JAK2 JMJD6 JUN JUNB KCNS1 KIF2A KRT12 LAMP3 LCP2 LIMK2 LITAF LMNB1 MACF1 MAN1A1 MCL1 MEP1B MR1 MTF1 N4BP2L1 NAPA NDUFA9 NECTIN2 NPC1 NRP2 NUCB1 OAS2 P2RX4 P2RX7 P2RY14 PDE4DIP PDGFB PI4KB PIM1 PIM2 PLAAT4 PLEK PMAIP1 PNPLA4 PRPF3 PRPS2 PSMB8 PSMB9 PSME2 PTAFR PTGER4 PTPN2 PTPN6 RAB32 RALB RBCK1 RBMS1 RCN1 RERE RHOH RNF19B RRBP1 RRP8 S100A3 SAMD4A SASH1 SBNO2 SCO2 SDC4 SECTM1 SEPHS2 SERPINB2 SERPING1 SERTAD2 SLC31A2 SMPD1 SOCS1 SOCS3 SP110 SPTBN1 SSTR2 ST3GAL5 STAT2 STAT4 STAT5A TAP1 TAP2 TBC1D2B TCN1 TNF TNFAIP2 TNFRSF1A TNFSF9 TRA2A TRAF1 TRAFD1 TRIB1 TRIM25 TRIM26 TSC22D3 TXN TYMP UBB UBE2L6 USP6NL VAMP5 VPS9D1 VWA8 WARS1 XBP1 XPNPEP1 ZFP36 ZNF200 ZNF410 GSE21360_PRIMARY_VS_TERTIARY_MEMORY_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21360_PRIMARY_VS_TERTIARY_MEMORY_CD8_TCELL_UP ABCC1 ABCG1 ABR ACADVL ACO2 ACP2 ACTR1B ADORA3 AFG3L2 AKR1C3 ALDH3B1 AP2M1 AQP9 ARAP1 ARF1 ARHGDIB ARHGEF2 ASIC1 ATOSB BAP1 BBLN BMP2K BOLA2 BRF1 BTF3 C1QBP CA2 CBFA2T2 CCT7 CD180 CD300C CDK4 CDK9 CHD4 CHD8 CHST15 CIAO1 CLIP2 CLPTM1 CLPX CNPPD1 COA1 CSK CTPS1 CXCR4 CYP27A1 DDIT4 DGCR2 DGKD DHPS DNASE1L1 DNMBP DOK1 DTX2 EIF3B ENG EREG EXOSC2 EXTL3 FARSA FCGR3A FCMR FOXO1 FOXO3 GGA3 GNA12 HIP1 HMOX1 HPCAL1 HS3ST1 HSF2 HTR2B ID3 IFIT1 IKBKE KAT7 KDM3A KIF13B KLHL21 LAGE3 LAIR1 LAIR2 LETMD1 LPL LRRC41 LSM2 LYL1 LYPLA2 MAP2K1 MAPK13 MAPK14 MARCKSL1 MFSD5 MGLL MITF MLXIP MNT MPRIP MRPS12 MTMR1 MYO1F NADK NCOR2 NFATC3 NKRF NOTCH3 NPAT NQO1 NUDC ODC1 OGT PARVB PCNA PEX7 PHB2 PHC2 PHLDA1 PIBF1 PIK3R1 PLA2G15 PLEC PLEKHO2 PLIN2 PLK2 POLD2 POLR2J POLRMT POP1 POP5 POU2F2 PPP1CA PTGIR PTPN22 PURA RAB5B RAC2 RAP1GDS1 RBM12 RBM14 RDH11 RETREG3 RGS12 RGS19 RHOG RPL15 RPP40 RUSC1 RXRA SCAMP1 SDR39U1 SEC62 SERPINE1 SFXN3 SGSH SH3BP1 SLC16A3 SLC22A4 SLC25A6 SLC36A1 SLC6A6 SLC7A6 SLC7A8 SMARCD2 SNHG29 SNRPC SNW1 SORL1 SQSTM1 ST3GAL6 SUPT4H1 SYNJ2 TARBP2 TATDN2 TBC1D12 TCEA1 TCF12 TESK1 THBD TLE3 TLR5 TNFRSF11A TNFSF14 TRAM1 TREX1 TWF2 UBAC1 UCK2 URB2 USF2 USP22 WBP1L XPOT YWHAH ZFAND5 ZFP36L1 ZFP36L2 ZNF137P ZNF292 ZNF623 ZNF821 GSE21360_SECONDARY_VS_QUATERNARY_MEMORY_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21360_SECONDARY_VS_QUATERNARY_MEMORY_CD8_TCELL_DN ABCA1 ABCA12 ACE2 ADAM15 ALDOC ARG1 ARHGAP4 ARID5A ARRDC4 ATG5 ATRNL1 BNIP3 BPNT1 BST1 C1RL CAMKK1 CATSPERB CCDC83 CCND2 CCND3 CD38 CD81 CEMIP2 CHSY1 CIAO2A CLDND1 CTSC CYRIB DDIT4 DISC1 DKK3 DMWD DSC1 DTL EDNRB EEFSEC EGLN1 EGLN3 EID1 EIF4E EIF4EBP1 EMILIN2 ENO1 ENO2 ERO1A FAM162A FAM169BP FBXL5 FBXO22 FGR FICD GALNT2 GGT1 GIMAP1 GPC3 GPR171 GRAMD1A GRHPR GRINA GYS1 HIF1A HK2 HOOK1 HOXA2 IFI27L1 IFITM1 ITGAM JCHAIN JMJD6 KDM4B KDM5B LAMC1 LCP2 LDHA LIPC LIPG LRG1 MAGED1 MAP4K4 MARCHF1 MIF MIR128-2 MTHFD1L NARF NBL1 NDRG1 NDUFV3 NFIL3 NOS2 NRIP1 NRP2 OAF P4HA1 PDK1 PDPN PFKL PGAM1 PGK1 PGM2 PIGQ PIK3CG PKM PLA2G4A POLR1G POLR2D PPP1R13L PRELID1 PRELID2 PSTPIP1 PTBP1 PTPN1 PTPN7 PYGL QSOX1 RAB11A RASA2 RAVER1 RBPJ RELT RIPOR2 RNF141 RTCA SAR1B SEMA4A SEMA4C SFXN1 SGCZ SLA SLC16A3 SLC16A6 SLC2A1 SLC39A1 SLC39A14 SMAD3 SMARCE1 SMCO4 SNN SNX18 SNX6 SOCS3 SRGN STAT3 STK17B SYCE2 TCF3 TGFBI THBS1 TMEFF1 TMEM176A TMEM176B TMEM63A TNFAIP8 TNFSF9 TPI1 TREM1 TRIM10 TUBA1A TWF1 TXLNB UBE2I UHRF1 VAV1 VEGFA ZC3H12D GSE21360_SECONDARY_VS_QUATERNARY_MEMORY_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21360_SECONDARY_VS_QUATERNARY_MEMORY_CD8_TCELL_UP ACOD1 ADAM8 ADORA2B ADORA3 ALAS1 AMPD3 ANK3 ANXA8 ARID5A ASCC3 ASPRV1 BASP1 BCL3 BLTP3B CARHSP1 CASP4 CCL2 CCL3 CCL4 CCL5 CCL7 CCRL2 CD14 CD200 CD274 CD40 CD69 CFLAR CHD7 CLEC4D CLEC4E CLIC4 CPEB2 CSF3R CXCL2 CXCL3 CXCR2 CYTH3 DMKN DMXL2 DSC3 DSG3 DSP DTX2 DUSP1 DUSP16 DUSP2 EBI3 EDN1 ELL2 ELOVL7 EML2 FAS FCRLB FMNL2 FNDC3A FOXP1 FPR1 FTH1 FURIN GAB1 GADD45B GCNT2 GFOD1 GLIPR2 GNA13 GPR35 GREM1 GYS1 HCAR2 HDC HIF1A HIVEP2 HK2 HTRA4 IER5 IKBKE IL10 IL12B IL15RA IL1A IL1B IL1RL1 IL1RN IL36G IL6 IL7R INPP5B IRAK3 ITGA2 KRT1 KRT10 KRT14 KRT5 KRTDAP KTN1 LCN2 MALT1 MAP3K8 MCOLN2 MFHAS1 MMP13 MSRB1 MT1A MT2A MX1 MX2 MXD1 NDRG1 NFKB1 NFKB2 NFKBIA NFKBIB NFKBIZ NOS2 NRG1 NUPR1 OASL OPTN OXSR1 PDE4B PDPN PERP PFKFB3 PICALM PIK3R5 PIM1 PLEK PPME1 PROCR PTGES PTGS2 PTP4A1 PVR RAP1B RAPGEF2 RASAL2 RBPMS RIN2 RIOK3 RIPK2 RND1 RNF149 RSAD2 S100A9 SAA3P SAMSN1 SBNO2 SERPINB5 SIPA1L1 SLAMF7 SLC13A3 SLC15A3 SLC25A37 SLC2A1 SLC39A14 SLC7A11 SLCO3A1 SMOX SMPDL3B SOCS3 SOD2 STK40 STX11 STX6 TARM1 TARS1 TCIRG1 TET2 TNF TNFAIP2 TNFAIP3 TNFRSF1B TNFRSF9 TNFSF9 TNIP1 TNIP3 TREM1 TTC39C VCAM1 WDFY1 ZFP36 GSE21360_SECONDARY_VS_TERTIARY_MEMORY_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21360_SECONDARY_VS_TERTIARY_MEMORY_CD8_TCELL_DN ABCA9 ABCC3 ABHD15 ABTB3 ACOX3 ADCY7 ALOX5AP ANAPC1 ANAPC11 APCDD1 ARL2BP ASF1B ASPSCR1 ATP1A3 BUB1B BUB3 CAVIN1 CCNJL CD300A CD81 CDC6 CDH10 CENPA CEP295NL CFL1 CHST12 CHTF18 CIITA CKB CLSPN CMKLR1 CMTM3 CNR2 COPZ1 CSE1L CSRP2 CUTA CX3CR1 CXCR3 CYP27A1 DAGLB DAPK1 DDX11 DERL3 DHRS3 DIDO1 DIP2B DOCK8 ELOF1 EML3 EMP3 EVC2 EXO1 EZH2 FANCA FASN FCGRT FGD2 FGD4 FKBP14 FMNL3 GAL3ST4 GPR33 GPR34 GPR65 GTF2I GUSB GXYLT2 HAAO HACD4 HGSNAT HPS3 IL16 INTS7 IRAG2 ITPRIPL1 KDM8 KLC4 LAIR1 LBH LIG1 LMO2 LPAR6 LRRK1 LYSMD4 MAN1C1 MAP4K1 MAPK14 MARVELD1 MBD5 MCM3 MCM5 MCM7 MEF2C MEIS1 MFSD2A MICAL1 MRGPRF MTMR4 MXD4 MYO7A NBEAL2 NCAPD2 NCF1 NEIL3 NFATC2 NFIC NKRF NOP2 NRP1 NUBP1 NXPE1 OTULINL PALD1 PCCB PFKM PHLDA3 PIP5K1C PLPP2 PPP1R21 PRKAG2 RAB3IL1 RGS2 RNASE6 RNF26 RPAP1 RPP30 RPS6KA1 S1PR2 SEPTIN6 SERTAD4 SHISAL2B SHLD2 SLC14A1 SLC1A6 SLC25A26 SLC25A53 SLC26A2 SLC29A1 SLC29A3 SLC36A1 SLC46A1 SLC9A9 SNHG1 SNORA73B SNX19 SNX29 SRCAP STEAP3 SUPT3H SYT13 TADA2A TAFA1 TANGO6 TCF19 TGFB3 THUMPD2 TK1 TMEM63A TMEM86A TNIK TPCN1 TSPAN14 TUBB4B VANGL2 WDR41 WDR6 GSE21360_SECONDARY_VS_TERTIARY_MEMORY_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21360_SECONDARY_VS_TERTIARY_MEMORY_CD8_TCELL_UP ACO2 ACTB ACTR3 AGPS ALAS1 ALDH1B1 ALDOA ASNS ATF6 ATG101 ATP5F1B ATP5PF B3GNT2 BMS1 BNIP1 C1D C2orf49 CALM3 CALU CAVIN3 CCDC59 CCT8 CDC23 CDK7 CISD1 CLPP COA3 COX17 COX6A1 COX8A CPOX CS CYP1B1 CYP51A1 DCTPP1 DDX46 DESI2 DHODH DHRS7B DNAAF2 DNAJA3 DNM1L DNPEP DYRK3 EEF1E1 EIF6 ELP5 EPB41L2 ERCC6L EXOSC9 FOSB G0S2 GADD45GIP1 GEMIN2 GFUS GGH GINS4 GLMN GMPPA GNL3 GOLT1B GOT1 GOT2 GPI H3C7 HAT1 HDGF HIGD1A HNRNPC HNRNPK HNRNPM HSD17B10 HTRA2 IDE IFT25 IFT27 INTS12 JTB KIF14 KPTN LETM1 LSM12 LSM4 LSM7 MED6 MEFV MIS18A MKI67 MMACHC MNAT1 MRPL11 MRPL12 MRPL16 MRPL23 MRPL39 MRPL48 MRPS18A MTX1 MTX2 MYBBP1A NCKIPSD NDUFA8 NDUFS3 NDUFS7 NFE2L3 NFYC NIT2 NOL7 NOP14 NUDT6 NUP188 NUP58 ORAI2 OXSM PAM16 PARK7 PDHA1 PIAS2 PKMYT1 PLAA PLAGL2 PMAIP1 PMM2 PNP POGLUT2 POLD1 POLDIP2 POLR1G POP4 POP7 PPIH PPP1CC PPRC1 PRIM1 PRPF19 PSMA3 PSMA4 PSMD13 PSME2 PSME3 PTBP1 PUS1 PWP1 RAB5IF RAD50 RAE1 RANGRF RECQL4 REEP4 RFC5 RMI1 RPE RPP30 RTCA SCD SDHB SEC23B SENP3 SERPINB8 SF3B2 SKA1 SLC12A2 SLC25A17 SMC2 SMS SNAP29 SNRPD2 STAP2 STEAP1 TADA2A TAF1A TBCE TBRG4 TCERG1 TFPT TIMM8A TIMM8B TK1 TMEM11 TMEM165 TOMM40 TPD52 TPI1 TPRKB TRAF1 TRIB3 TRIM24 TTF2 TUFM UBXN8 UFD1 UMPS UQCRFS1 UQCRH UROD USP10 UTP3 UTP6 VBP1 ZNF706 GSE21360_TERTIARY_VS_QUATERNARY_MEMORY_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21360_TERTIARY_VS_QUATERNARY_MEMORY_CD8_TCELL_DN ADAM17 ADGRG6 ADGRL2 ADK ANPEP ANTXR1 ARHGAP31 ATF4 C3 CAT CAV1 CBLN1 CCDC50 CD300LD CD36 CD40 CD69 CD79A CD80 CD83 CDC42EP2 CEBPB CEMIP2 CEP83 CFLAR CLEC12A CMPK2 CMTM3 CPD CST7 CX3CL1 CXCR6 CYB5A CYBB DENR DGAT2 DTX2 DUSP16 EAF1 EBI3 EEIG2 ETS1 EVA1B F10 FAM114A1 FAS FCMR FCRL5 FGL2 FLNA FLRT3 FSCN1 GSAP GSTM3 HEG1 HIF1A HINT1 HPN HSPD1 ICAM1 IFITM2 IFT57 IGF2BP2 IGFBP7 IL12B IL2RG IL36G INHBA ITGA4 JAK2 JAKMIP1 KCNA3 KLF7 KMO KRTCAP2 LAD1 LAMA2 LANCL3 LCN2 LCP2 LIMS1 LPP LST1 LY6D LY75 MAPKAPK2 MARCKSL1 ME1 MEFV MLKL MMP14 MORF4L2 MRAS MRPL52 MRPL54 MS4A1 MTHFD2 N4BP1 NAB1 NFKBIA NLRP3 NOP58 NPLOC4 NQO1 NXPE3 ODC1 PDE4B PDE7B PFKFB3 PGAP2 PGK1 PID1 PIK3R5 PIK3R6 PLEKHA1 PPIC PRKAB1 PRKAR2B PRKCD PROCR PSMD8 PTGR3 PTPN2 PTPRJ PTTG1IP RAB10 RAB20 RALGDS RAP1GAP2 RAPGEF5 RBPMS RELB RIGI RILPL2 RIMS3 RNF149 RTN2 S100A9 SAMSN1 SCHIP1 SDC4 SERP1 SIK1 SLAMF6 SLAMF7 SLC13A3 SLC1A2 SLC6A12 SLC7A2 SLCO3A1 SMS SPACA6 SQSTM1 SRC SRXN1 ST7 STAT1 STAT4 STK40 TARM1 TES TLR1 TLR2 TMEM26 TNFRSF1B TPM4 TRAF1 TRAF3IP2 TXNDC17 TXNRD1 UPP1 USP18 VCAN VCL VTI1A WDR1 ZC3H12A GSE21360_TERTIARY_VS_QUATERNARY_MEMORY_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21360_TERTIARY_VS_QUATERNARY_MEMORY_CD8_TCELL_UP ABCC3 ACAP3 ACBD5 ADAM9 ADAMTSL4 AHCYL2 ANGPTL4 ANK1 AP2S1 APOC2 ARHGAP5 ARL11 ARL2 ARSB ARSG AXL BLTP3A CABLES1 CAMSAP2 CCR1 CCR3 CD101 CD109 CD163 CD300C CD300LF CD34 CDCA5 CDO1 CEBPA CENPF CERK CHD9 CMBL CNR2 COL14A1 COLEC12 COTL1 CPEB2 CPT1A CTNNB1 CYB5R1 CYTH1 DAB2 DBI DCXR DEPDC1B DHRS3 DMPK DPYSL2 ECM1 EMP1 EPOR EPS8 ETV5 F13A1 FCGR1A FCGRT FUNDC1 FURIN FZD7 GAL3ST4 GALNS GCNT1 GDE1 GM2A GNA12 GPX3 GSN H1-5 HACD4 HAL HEXB HFE HIP1 HPGDS HPSE HTR2B ICA1 ITGAD ITGB5 JMJD1C KHK KIFC3 LAT2 LBP LDLRAD3 LFNG LMO2 LPAR6 LRP1 LTC4S LY6E MAN2B1 MGAT5 MMD MROH1 MSRB2 MUC1 NAAA NAV2 NCEH1 NECAP2 NME4 OLFML3 OTULINL P2RY13 PAOX PAQR7 PDE4D PECR PGAP6 PKIB PLA2G15 PLD4 PLEKHO1 PLOD1 PLXDC1 PNPLA7 PPT1 PRAM1 PRUNE2 PTGFRN PTGS1 PYCARD RAB3IL1 RAP2A RASA3 RCAN1 RGL2 RGS10 RGS2 RNF144B RNF150 RUNX3 SCARB1 SCRN3 SELENOP SEMA6B SGK3 SH2B2 SH3GL1 SLC15A2 SLC22A23 SLC25A13 SLC35C2 SLC37A2 SLC66A1 SLC9A9 SMAD7 SMAGP SMPDL3A SNX1 SOCS6 SORT1 SPINK2 SPON1 SPRY2 SPSB1 SSH2 ST6GAL1 STAB1 STING1 TBC1D22A TBXAS1 TCN2 TMEM9 TNFAIP8 TPRA1 TRAF7 TRPV2 TSPAN14 TSPAN9 ULK2 USP2 VGLL4 VWA5A WDR7 XYLT1 YPEL3 ZDHHC14 ZDHHC23 ZFP36L2 GSE21379_TFH_VS_NON_TFH_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21379_TFH_VS_NON_TFH_CD4_TCELL_DN A1CF ABCC1 ACCSL ARHGAP28 ARHGAP6 ARHGEF9 ASIC4 ATP6V0A4 BACE2 BCAR3 BDKRB1 BMF C18orf25 C19orf44 C6orf58 CA11 CABYR CASR CCDC38 CCDC54 CCDC63 CCER1 CCN1 CCNB3 CCNL1 CD70 CD83 CDCP1 CDH20 CDH7 CDKL3 CEACAM20 CERKL CETN2 CFAP91 CHD8 CHRM1 CLCN5 CLIP3 COL4A2 CORO2B CSF2 CYLD CYP2J2 CYP2R1 CYP2U1 CYP4A22 DDR2 DENND2D DLK1 DMRT2 DNAH17 DNAH7 DPYS EPB41L1 EPHA6 EREG EXOC6B FAM110B FAM184A FAM90A13P FASLG FCAMR FOXJ2 FSHR GCNT2 GPLD1 GPR4 GPR75 GPT2 GPX6 GRID2 GSTT1 GUCA1A HAVCR1 HCN1 HERC6 HIC1 HIVEP2 HMGCLL1 HRH1 HS3ST2 HSD3B1 HSPA1L IGSF9 IL15RA IL27RA IL4R INPP5A IQCH ISX KCNB1 KCNQ1 KCTD15 KIAA1522 KLF12 LAMC3 LONRF2 LRP2BP LRRC3B LRRN4CL MAP7D2 MAPK10 MCCC1 MDH1B METTL7B MID2 MMP19 MOGAT2 MYO1H MYOF NECAB2 NELL1 NYAP1 OBP2B OR51B4 OTC PABPC5 PADI1 PCDHB1 PER3 PHACTR3 PLD1 PLEKHA6 PLEKHG1 PLEKHS1 PPIL6 PRM3 PSEN1 PTGDS RASSF6 RBFOX3 RBM24 RBP3 RGMB RGS1 RIPPLY3 RNASE1 RNF180 RSPH4A RSPO3 SCN3B SEMA3C SERPINB11 SH3GL3 SH3RF3 SHC3 SLAMF9 SLC10A1 SLC16A9 SLC1A1 SLC22A25 SLC25A2 SLC2A13 SLFN12 SLITRK4 SMARCA1 SMC1B SMIM6 SMOC1 SNED1 SPRR3 SPTBN2 ST6GALNAC5 ST8SIA2 STK39 SYNDIG1 SYT13 TENM2 TEX15 THBS3 THEM4 TLR5 TLR8 TMC1 TMEM202 TMEM207 TMEM52 TNFAIP6 TPK1 TRH TRPC5 TSPAN9 TYR UNC13A URGCP USP42 VAT1L WNT16 YAP1 ZBTB8A ZBTB8B ZFP28 ZHX2 ZNF354B ZNF397 ZNF606 ZNF81 ZNFX1 ZYG11A GSE21379_TFH_VS_NON_TFH_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21379_TFH_VS_NON_TFH_CD4_TCELL_UP ACTR3B ALDH2 ANKRD12 APBB1IP ARGLU1 ARHGDIG ARL2BP ATF7IP ATP12A B3GALT5 BAG4 BAZ2A BCL11A BTRC C1orf198 C3orf62 CAMK1D CAMSAP1 CCDC171 CCDC25 CCDC88C CCDC96 CD44 CDK20 CDKN2C CEP126 CEP164 CHD8 CIRBP CLDN10 COX16 CPXM1 CTCF CWC22 CYLD CYP2R1 DCAF12L1 DCDC2B DCTN6 DDX3Y DDX4 DDX42 DGKI DLX2 DMWD DNAH8 DPP4 DPYS EAF2 ECT2 EEF1A2 EGF EID2 EIF1AD EXOC6 FAM13B FAM169A FAM174B FAM184A FGFR1OP2 FIGNL1 FRYL FYB1 GBP6 GGA3 GJA3 GOLM2 GPR174 GRM3 GSTA5 H3C4 HAO1 HAVCR1 HEPACAM2 HILPDA HLA-B HMGXB4 HOXB1 HOXB13 IGF2R IKZF1 IL17RA IL31RA IMMP2L INSIG1 INSL5 INSYN2B INTS6 IVNS1ABP JADE2 JMJD1C KIF16B KLHDC8B KMT2C KMT5B LCOR LIPT2 LMO2 LONRF1 MAFK METTL7A MFSD8 MKRN1 MKRN3 MOB4 MPPED2 MSL2 MTDH MTERF2 MYOG NDFIP1 NIPAL3 NOTCH2 NSD3 OASL OGA OLAH OSBPL3 OTUD1 PAIP2 PDS5A PGM2L1 PITPNC1 PPM1E PRKAR2A PRM3 PRRT1 PRSS37 PTPDC1 RAB33A RAG2 RBAK RC3H2 RESF1 REV3L RFX7 RNF11 RNF14 RNF19A RSF1 SAMD9L SERINC1 SERPINB9 SETD3 SFR1 SH3YL1 SHC3 SIMC1 SLC25A40 SLC38A9 SMS SNHG8 SNX29 SORCS2 SOX30 SPACA1 SPATA7 SRCAP ST8SIA2 SVIP SYN3 SYNE1 TENM2 TEX11 TFDP2 TIMP2 TMEM35A TMEM74 TNS1 TOB1 TP53BP2 TPH2 TPST1 TRAF3IP2 TRAPPC12 TRPV2 TTC33 TULP4 UMODL1 UNC119B UNC5CL UNKL UPF2 USP42 UTP23 UTY VEGFA VPS13A WDR35 WDR44 XRCC6 ZCCHC18 ZCCHC2 ZFR ZGRF1 ZKSCAN1 ZNF236 ZNF512B ZNF600 GSE21379_TFH_VS_NON_TFH_SAP_KO_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21379_TFH_VS_NON_TFH_SAP_KO_CD4_TCELL_DN ABCA7 ABCC4 ABHD11 ADAT1 ADCK2 ADCY7 AFDN ANGPT1 ANGPTL4 ARHGAP23 ARHGAP6 ARHGEF25 ARHGEF4 AVPI1 BAHCC1 BFAR BGN BLOC1S3 BSCL2 BTNL9 C3orf33 C6orf141 CCDC40 CD44 CDK10 CHID1 CHMP4B CHST11 CLEC3B CLIP4 CPQ CRTAP CRYZ CSF3 CTTN CYB5A CYB5R1 CYP20A1 DCTN6 DDHD2 DEF8 DHRS11 DMRT3 DMWD DNAJC6 DOCK5 DYNLT3 EEF1AKMT1 EEF1B2 ENDOV ENTPD6 EPHA4 EXOC6 F2R FAM110B FAM205A FERMT3 FKBP9 FKBPL FNIP2 FRRS1 FUCA1 FYB1 G6PC3 G6PD GAA GALNT6 GATA2 GCNT1 GET1 GLRA1 GPX1 GRM3 GSTT1 GSTZ1 HLA-B HSD3B7 IFIH1 IFTAP IL31RA IMMP2L IQCH JPH3 KCNH7 KCTD14 KHK KICS2 KISS1R LDLRAP1 LETMD1 LGALS3BP LIPT2 LMO2 MACROD1 MAPK10 MCEE MEAK7 MED22 METTL21A MFSD12 MID1 MID2 MIDEAS MKRN1 MUC13 NADSYN1 NEAT1 NFE2 NFIX NIBAN2 NIT1 NME4 NOTCH2 NRK NTMT1 NTPCR OCRL OSBPL3 P2RY4 PAFAH2 PAM PARD6B PBX3 PER3 PEX11A PITPNC1 PLD1 PLSCR4 POLG2 PRR13 PTER PTPN3 PUS7L RAB37 RAB38 RBM45 REC8 RGS18 RIOK2 RNF149 RPL12 RPS10 RSAD1 SAMHD1 SARAF SDF2 SEMA4G SERPINB9 SLC22A3 SLC24A3 SLC30A8 SLC39A11 SLC66A2 SMO SNHG12 SNHG8 SNX15 SPINT2 SQOR STARD10 STX3 SUOX SVIP SYCE2 TADA3 TAL1 TATDN3 TBC1D24 TEAD1 TEX2 TEX29 TMED4 TMEM181 TMEM230 TMEM40 TMEM87A TNFAIP6 TNS1 TPK1 TPST2 TRMT112 TSPAN9 TTC3 TTC36 TUSC1 TXK URGCP VAMP8 VAT1L VKORC1 VWA3A WAPL ZBTB45 ZBTB8A ZFP2 ZKSCAN1 ZNF202 ZNF566 ZNF623 GSE21379_TFH_VS_NON_TFH_SAP_KO_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21379_TFH_VS_NON_TFH_SAP_KO_CD4_TCELL_UP ABCA3 ABCB10 ABCB6 ACP1 ACYP1 ADD1 ADD2 ADGRE5 AGAP1 AK7 ALKBH8 ANK1 APLN APLP2 AREL1 ARFGAP3 ASB17 ATP13A3 ATP1B2 ATP5MC1 BAG4 BCL2L13 BCL2L15 BEX4 BLM BLVRB BSND BTAF1 C19orf67 C1QTNF12 C1orf50 C5orf22 CA1 CA13 CA2 CCNB1IP1 CCNE1 CCNG1 CCT7 CDKN2C CECR2 CEP41 CHRM3 CISD1 COMMD5 COX17 CPOX CTPS1 CYTH3 DAAM1 DDIAS DHRS4 DHX9 DPY19L4 DUSP11 EIF4A1 ELL2 ENDOD1 ENO3 EPB41 EPB41L5 EPDR1 EXOC6 FECH FHIT FXN FZD7 GAPVD1 GAREM1 GCLM GDPD1 GFI1B GLRX2 GLRX5 GOLM1 GPAM GPR155 GRB10 GSTM3 HAGH HDAC7 HIF3A HK1 HOXB13 HPN HYCC1 HYPK IBA57 ITGA4 KEL KLF1 KLF3 KLHL12 KYAT1 L3MBTL2 LDHC MAGEB16 MCCC2 MCRIP2 MEX3D MFHAS1 MGLL MIA2 MINPP1 MMP14 MRAP MRPS23 MTHFD1 MTR MYO18B NARF NDUFAF4 NECAB3 NECAP2 NFS1 NKX1-2 NOL8 NQO1 NUDCD2 NUP214 OPTN PCYT1A PDLIM1 PEX5 PGAP4 PIKFYVE PIN4 PIP4K2C PLA2G4C PLXNC1 POLR1D POLR1F POLR3E PPP3CB PRCP PRDX2 PRDX6 PRKAG1 PRKRA PSMC2 PSME3 PTPN3 PVT1 PXMP2 RB1 RBKS RCAN1 RECQL REEP6 RETREG3 RIF1 RNF19A SAMD14 SCML2 SELENOT SGPP1 SH3GLB1 SH3TC2 SHCBP1L SLC12A4 SLC25A30 SLC26A1 SLC35D1 SLC43A1 SOS1 SSB SSX2IP STARD10 STOM STRADB STRBP STX2 TBC1D8B TBRG4 TENT5C TEX9 TFDP2 TNFAIP2 TNK2 TOP1 TPRKB TPST1 TRAPPC10 TRMT61A TUT7 UBLCP1 UGCG USF3 USP36 UTP15 WDFY3 WDR35 XPNPEP1 YOD1 ZDHHC14 ZFPM1 ZMAT3 ZNF239 ZNF251 ZNF266 GSE21379_WT_VS_SAP_KO_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21379_WT_VS_SAP_KO_CD4_TCELL_DN ACP3 AKAP5 ALDH3B1 ARL6IP1 ARPC5L ARPP21 ATG16L2 ATP1B1 BAZ2A BCAT1 BCL7A BLNK BMAL1 BST1 BTBD10 C19orf38 C6orf118 CACNA2D1 CAMK1G CAMK2D CAPSL CAT CBLB CCDC38 CCNB1IP1 CCND3 CD22 CD38 CD79A CDC25B CDKN2C CDKN2D CDKN3 CEACAM21 CECR2 CENPF CHD7 CHORDC1 CMC2 COLCA1 CPLX2 CPM CTNNAL1 DCK DDC DENND5B DESI1 DIP2C DLX1 DOK3 DPP4 DYNC2H1 DYRK2 E2F2 EBF1 EDARADD EFHD1 EIF2AK3 ELK4 ELL3 ELOF1 ENPEP ENPP6 ETHE1 FAM53B FBXL12 FBXL14 FBXO5 FCRLA FGF13 FOXO1 FRG1 FRYL GAS7 GFRA1 GFRA2 GIMAP4 GMEB1 GMEB2 GPAM GPAT3 GPD1L GRAP GSTT2 GTSE1 HDDC3 HERPUD1 HES1 HIVEP2 HIVEP3 HMGCLL1 ID3 IGLL1 IKZF3 IL33 INPP5A IRF4 IRS1 KANSL1L KCTD20 KIF23 KLHDC4 LAMC1 LEF1 LIG4 LMNB2 LY6D MAF MAGI3 MEN1 MINDY2 MIS18BP1 MOB4 MREG MSH5 MYBPC2 MZB1 N4BP2 NABP1 NCAPD2 NDE1 NEU1 NIBAN3 NUAK1 P2RX3 PARPBP PBK PCMTD1 PDS5B PIMREG PKIG PLK1 PLPP3 POU2AF1 PPM1E PPP1R16B PRKCB PRR11 PRR15 PTTG1 PXK QRSL1 QSER1 RAB3IP RAD51C RAG1 RAG2 RC3H1 RCAN2 RHOA RPL3L RPS6KB2 RRAGD RRAS2 RRM2B RSPH9 RXFP1 SAPCD2 SCN4B SECISBP2L SELENOM SEMA3G SERTAD4 SGK1 SGO2 SHB SIT1 SLAMF6 SLAMF7 SLC12A3 SLC15A3 SLC37A2 SMTN SMTNL2 SOCS2 SPATA5L1 SPC25 SPIB SRPK3 STEAP4 SYVN1 TEDC1 TIFA TMCC1 TMEM131L TMEM255A TMEM263 TNFAIP3 TNFRSF19 TRIM11 TTF1 TTLL11 UBL5 UCP2 UHRF1 VEGFA VPREB3 WDR11 ZBTB2 GSE21379_WT_VS_SAP_KO_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21379_WT_VS_SAP_KO_CD4_TCELL_UP ABCF2 ACOT7 ACP5 ADGRA2 AJUBA AKAP14 ANGPTL2 ANO8 APP ARPIN ARTN ASCC1 ASS1 ATG101 ATG9B ATMIN AVEN BCL2L13 BEX4 BNIPL C11orf52 CARD10 CAVIN1 CC2D2A CCNB1IP1 CCND3 CCNYL1 CD320 CD38 CD9 CDH5 CDK5RAP2 CELF5 CHADL CLEC11A CLU CMTM3 COBL COL18A1 CRELD1 CRELD2 CRIP2 CSRP2 CTDSPL CYB561 CYB5B DBNL DDX56 DENND2C DGAT2 DHRS3 DLK1 DOCK6 DRAM1 EXOC3L1 EXOC3L4 FAH FAM118B FAM181B FAM50A FGF3 FHOD1 FJX1 FOXJ1 FRK FUOM GCHFR GDE1 GFOD2 GJB2 GLS2 GLT6D1 GMDS GORASP2 GPD1L GPR179 GPX8 GSTM1 GTF2H2 H19 HIRIP3 HMCES HOMER1 HSPA8 ICAM2 IL17RC IRF4 ITGA6 ITGB1BP1 ITGB3 KDM2B KHK KLHL23 KNOP1 KNSTRN LGALS9B LITAF LTA LUZP1 MAGED2 MCF2L MEF2C MEG3 MIPEP MRPS2 MRPS25 MYL11 MYLK MYO1E MYOM1 NAA20 NKX2-5 NMNAT3 NOS3 NPRL2 NPY5R NRARP NREP NRP1 NRP2 NRTN NSMCE1 OSTF1 PALLD PHLPP1 PIMREG PIP5K1B PLIN5 PLOD3 PPFIA3 PRIM2 PRNP PROM1 PRXL2C PSMA8 PTGS1 PTPN12 PTTG1IP RAB11A RAB29 RAD51B RAD52 RALB RAPH1 RASGEF1B REV1 RHOJ RIN1 RNASE4 RND2 ROM1 RPS16 S1PR3 SEBOX SEM1 SERPINH1 SH3D19 SKA1 SLC26A6 SLC31A1 SLC44A1 SLC7A8 SMPDL3B SNF8 SOAT2 SOX18 SPATS2 SPIN4 SRPK3 SSTR5 SSX2IP STAP2 STIP1 STK16 TANC1 TEAD2 TFPI TGFBI TGM1 THTPA THY1 TMC4 TMC8 TMEM132A TMEM204 TMEM215 TNFAIP8L1 TP53INP2 TRMT6 TTC23 TTC39A TULP1 TYMS UBASH3A XDH XPNPEP1 ZC3HC1 ZCCHC3 ZDHHC16 ZNF334 GSE21379_WT_VS_SAP_KO_TFH_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21379_WT_VS_SAP_KO_TFH_CD4_TCELL_DN ACOT11 ADGRG6 ADGRL1 AFP AIRN AK4 AMY2A ANKRD39 ANXA9 ARHGAP30 ATF7IP B3GNT5 BACH1 BAMBI BCORL1 BEND5 BRDT C5orf46 CAMK1D CAPSL CCDC25 CCL4 CCL5 CCN3 CD163 CD1D CD244 CD52 CD86 CDC14B CDK12 CENPV CFAP210 CFTR CHD6 CHDH CILK1 CLCF1 CLNK CNGB3 CNRIP1 CPN2 CREBRF CXorf58 CYP4V2 CYRIA DMXL2 DNAH8 DPP4 ELL ENSG00000267882 EPHA6 ERN1 FAM110B FBXW4 FNBP1 FRYL FSD2 FZD6 GBP6 GBP7 GCNT1 GCSAM GIGYF1 GIMAP7 GIT2 GLRX GRB10 GRIA3 HAPSTR1 HLA-DOB HLA-DQA1 HLA-DRB1 HLF HNF4A HSD17B7 HSH2D ICAM1 IFFO2 IFI27L2 IFI44 IFIT1 IFIT1B IGDCC4 IGF2R IGKC IKZF1 IL16 IRF5 ITGB7 JADE2 JCHAIN KCNQ5 KIF21B KLHL4 KMT2A LDHB LGALS4 LHCGR LIG3 LMOD3 LPIN1 LTB MAF MARCKS MAT2A MC5R MCOLN3 MDGA2 MFSD8 MIR99AHG MLPH MMP11 MPPED2 MS4A6A MX2 MYL10 NBEA NCF4 NCOA1 NDN NECAB1 NECTIN4 NEDD9 NEFH NLGN2 NLRP10 NOTCH2 NPAS3 NR3C2 NRXN1 OASL OSBPL3 OSGIN2 PADI4 PDP2 PEAK1 PHF21B PIK3C2A PINK1 PITPNC1 PLAC8 PML PNISR PPP6R3 PRR13 RAI1 RELB REPS1 RGS2 RHOQ RINL RNF122 RNF144A RNF217 RPL34 RRM2B RSAD2 RSF1 RTP4 RUNDC3B SCUBE3 SELL SFI1 SHISA5 SIPA1L3 SLC35D2 SNHG8 SNX29 SPATA13 ST6GALNAC5 STING1 STOX2 SYNE2 TIMP2 TMBIM4 TMEM74 TNFRSF18 TOX3 TPST1 TRAF3IP2 TRIB2 TRIM2 TRPV2 TSC1 TTC12 TTC19 UBP1 UNC5CL VASN VNN1 WDR35 ZBTB16 ZBTB20 ZBTB4 ZER1 ZFP2 ZNF329 GSE21379_WT_VS_SAP_KO_TFH_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21379_WT_VS_SAP_KO_TFH_CD4_TCELL_UP ABCC3 ADCY4 ADGRA2 AJUBA AK1 AKAP12 AP2S1 APLNR ARHGAP29 ARPIN ASAP2 ATG9B ATP5F1E AXL BGN BHLHE40 BMP2K BOK C1R C3 CAMK2A CARD10 CBR3 CC2D2A CCDC120 CCDC85B CCNYL1 CD14 CD200R1L CD302 CD38 CDC42BPB CDH5 CELF5 CLEC11A CLSTN3 CLU COL4A1 COL4A2 COQ6 CTNND1 CXCR3 CYB561 CYP27A1 DAB2 DGAT2 DIRAS2 DKKL1 DLC1 DLK1 DMKN DOCK1 DOCK5 DOCK6 DSG2 DUSP9 ECSCR ERP27 ESAM EVC2 EXOC3L1 EXOC3L4 F2R F2RL2 F5 FAH FAM167B FCGR2A FCGR3A FGD5 FGFR1 FHL1 FKBP1B FKBP9 FRK FSCN1 FUOM GALC GBX2 GCHFR GHR GIMAP4 GNG11 GNS GPR4 GPT2 GPX8 GSTM1 GSTT1 GUCA1A H1-0 HOXB2 ICA1 ICAM2 IFT43 IGSF6 IL1RL2 ITGB3 KANK3 KDR KHK KRT18 KRT80 LAMB2 LCN2 LDB2 LHFPL6 LHPP LIMA1 LRG1 MAF MAPK13 MCUB MEG3 MPZL1 MRC1 MS4A3 MTUS1 MYO1E MYOM1 NEK5 NHERF2 NHSL2 NPDC1 NREP NRP1 NRP2 OPHN1 P3H3 PAK6 PALLD PDE9A PIANP PROM1 PTGS1 PTPRK PWWP3B PXDN RAB13 RAB34 RAB3IL1 RALB RAPH1 RASGEF1B RHOJ RIN1 RND2 RND3 S100A1 SCAMP5 SCARF1 SELENOM SELP SEM1 SERPINH1 SGK1 SH3D19 SH3RF2 SHISA2 SHROOM4 SIK2 SLC4A3 SLC7A2 SLC7A8 SMDT1 SMPDL3B SOX18 SPA17 SPATS2 SPIN4 STAP2 TCF15 TEAD2 TEK TFPI TGM1 THY1 TIE1 TIGD5 TLCD3A TLE6 TM4SF1 TMC4 TMEM119 TMEM132A TMEM170A TMEM204 TNFAIP8L1 TRIP6 TSLP TTC23 USP2 USP54 VAMP8 WIF1 XDH ZFP37 ZNF385A ZNF410 ZNF697 GSE21380_NON_TFH_VS_GERMINAL_CENTER_TFH_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21380_NON_TFH_VS_GERMINAL_CENTER_TFH_CD4_TCELL_DN ABCA13 AIM2 AKAP13 ALG10 AMOT APAF1 APCDD1 ARID4A ARMT1 ARPC5L ATF2 ATF6 ATP10D ATP13A3 ATP8B2 AZIN1 B4GALT4 BCL2 BIRC3 C1GALT1C1 C1orf159 C4orf46 C5orf24 C6orf62 CAPN7 CAPZA2 CCDC158 CCDC88A CDK19 CDS1 CFAP418 CHRNB1 CLSPN CNOT8 COL19A1 COPS3 COQ2 CREB1 CSNK1G3 CUL3 CWF19L2 CYB5R4 CYP2R1 DBR1 DCTN5 DDX23 DDX4 DDX42 DEPDC7 DHX36 DIPK2A DNAJC9 DOCK8 DSTYK EIF4ENIF1 EIF5B EPB41L2 FBXL4 FMR1 FUCA2 GABPB2 GCNT1 GEM GEN1 GHITM GMCL1 GOSR1 GPRASP1 HERPUD1 HERPUD2 HIF1A IARS1 IL17RA IL25 IL31RA ITPR1 IVNS1ABP JMJD1C KATNBL1 KIF13B KTI12 LRRCC1 MADD MANBA MAP2K6 MAP4 MARF1 MARS2 MAT2A MCOLN3 MDC1 MED21 MEF2D METTL25 MID1IP1 MKS1 MLKL MORF4L1 NADK2 NHLRC3 NLRP10 NUP160 ORC6 PANX1 PARG PCGF3 PECAM1 PELI1 PGR PHYH PLCB1 PLCXD2 POLD3 PPA2 PPP1R12A PPP4C PREX1 PRKAB2 PRPF38B PTBP2 RAD51C RBM47 RBM6 RCBTB1 RETREG1 RFX7 RIF1 RNF11 RNF20 RNF217 RP2 RPF1 RPS6KA5 SAMD8 SBNO1 SCCPDH SDC1 SEC11A SEC23IP SELENOT SEPTIN10 SERINC1 SFR1 SLAIN2 SLC10A7 SLC25A16 SLC25A51 SLC33A1 SLC36A4 SMC3 SMCHD1 SNAPC3 SNX29 SPATA7 SPPL2A SRCAP SRSF11 SRSF3 STK4 STX4 STX7 STXBP6 SUCLA2 TAF1B TAOK1 TASOR2 TASP1 TBC1D19 TERF2IP TEX2 THOC6 TIFA TM6SF1 TMEM135 TMEM19 TMEM229B TMEM68 TRAPPC11 TUG1 TXNDC16 TYROBP U2SURP UBE2E1 UGDH USP12 USP15 USP34 UTRN VCPIP1 VIRMA VPS26A VWA5A XPO1 ZBTB6 ZCCHC4 ZFAND6 ZNF280D ZNF398 ZNF706 ZWILCH GSE21380_NON_TFH_VS_GERMINAL_CENTER_TFH_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21380_NON_TFH_VS_GERMINAL_CENTER_TFH_CD4_TCELL_UP ACOT12 ACTN1 ADAM23 ADAMDEC1 ADORA2B ADPRH AK5 AK7 ALAS2 ALKBH5 ANKRD42 APLN ARHGAP5 ARMC12 ARPIN ATP1A2 BDH1 BHLHE40 BSND C11orf65 C17orf99 C8G CAVIN1 CAVIN3 CC2D2A CCDC120 CCDC136 CCDC153 CCDC34 CD207 CD70 CELA3B CFAP107 CFAP157 CHRM3 CISD1 CLCN2 CLIC3 CLU CNTN3 COL1A2 CPT1C CRELD1 CRIM1 CYB561 CYP17A1 DENND2B DMRT2 DUSP10 DZIP1 E2F2 ECHDC2 EDA2R EHD3 ESS2 EVC2 EXOC3L4 EYA3 F2 FAM170B FAM90A13P FGF14 FIBCD1 FKBP9 FNDC1 FUOM FUZ GABRA5 GAS2L1 GFOD2 GJA8 GK2 GMPPB GPR75 GSTM1 GSTT1 GZMH HAUS8 HEPH HEY1 HNMT HPCAL4 HSD3B7 HYAL2 ICA1 ICAM2 IFI30 IFT43 IL17RC IL36RN ITSN1 KCNH7 KHK KLF12 KLHDC7A KLHDC9 LAMC2 LDHC LONRF2 LPAR3 LPL LRRC28 LRRC3B LTBP1 MAP6 MBD3L1 MFAP4 MICOS13 MPHOSPH8 MPRIP MYO5B NECAB3 NFATC2IP NKX1-2 NRIP3 NUDT18 OBP2B PACRG PAK6 PHLDA3 PLA1A PLAAT5 PLAC1 PLEK2 PLXNA2 PMM2 PODXL POLR1D PORCN PRCP PRSS21 PRSS54 PSMA8 PSRC1 RAB13 RAB25 RAB30 RALB RASD2 RBMS2 RENBP RHOJ RIPOR3 RSU1 SALL3 SCRN1 SCRN2 SCT SERPINB6 SERPIND1 SH3D19 SIK3 SMAGP SMIM6 SPA17 SPATS2 SPDEF SPIN4 SPTSSB STK3 STRA6 SULT4A1 TANC1 TBCB TCEAL8 TDRP TEAD2 TEKT2 TEKT5 TFPI TH THTPA TLE1 TLX1 TM7SF2 TMC4 TMEM158 TMEM163 TMEM184A TMEM231 TNNI3 TP53INP2 TPRN TRAF2 TSLP TTC23 UBE2L3 USP14 USP54 VSX1 WASF1 WWC2 XDH ZCCHC3 ZNF239 ZNF266 ZNF462 ZNF750 ZNRF4 ZSWIM1 GSE21380_NON_TFH_VS_TFH_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21380_NON_TFH_VS_TFH_CD4_TCELL_DN ABCA2 ACTG1 ADAR ADGRD1 ADPRM AGO4 AIM2 ALB AMN1 ANKRD50 ANKRD6 ARGLU1 ARHGAP15 ARMCX2 ARMCX6 ATF7IP ATP10D C2CD3 CAPG CASD1 CCDC25 CCNG2 CCNI CCPG1 CD84 CDC14B CDH1 CDK6 CDKN1B CDKN2C CDYL2 CELF2 CELSR1 CEP164 CEP68 CHD3 CHD9 CHRNB1 CHST15 CNTLN CPQ CSDE1 CXCL6 CYBA CYLC2 CYLD DDX4 DHX58 DMXL2 DOCK8 DSP DUS4L EBPL ECSCR ECT2 EID2 EIF2AK4 EP300 ESYT1 EVI2B F5 FAM13B FAM174B FAR1 FBXL12 FIGNL1 FKBP7 FLII FLNA FLOT1 FYCO1 FZD6 GCA GCH1 GLYR1 GRAMD4 HAPSTR1 HELZ2 HLA-E HNRNPK HOXA4 HOXA9 HSH2D HSPA2 IFI27 IFI44 IFIT1B IGKC IKZF1 IL10RB IL31RA INSR IRF7 IRF9 ITGB2 ITGB3 IWS1 KHDRBS3 KIAA0232 KLHDC1 KLHL28 KMT5B LAIR1 LCP2 LGALSL LRP10 LY96 MANBA MARCKSL1 MED12L MEIS1 MFSD8 MORF4L1 MSL2 MYB NCKAP1L NCOA1 NHSL2 NME4 NUP210 OAS2 OSBPL8 OSBPL9 PABPC1 PARP11 PBX1 PCMTD1 PERP PHF8 PLAC8 PLCB1 PLCB4 PLEK PLOD2 PLPP2 PNPLA7 PNRC1 POLR1H POLR3GL PPBP PPT1 PTGS1 PTPN22 PTPRCAP RAB37 RASA2 RBM5 RCN3 REG4 RGS18 RIPOR2 RNASE6 RNASEL RNF146 RSAD2 RTP4 S100PBP SCGB1A1 SELENON SELENOP SERPINB12 SERPINE2 SESN3 SGPL1 SH3BGRL SLC10A3 SLC12A6 SLC24A3 SLC35F2 SLC4A2 SMG6 SNORD89 SPATA1 STAG1 STMN1 SUOX TAGAP TASL TGFBR2 THBS3 TMCC2 TMCC3 TMEM106C TMEM263 TMEM98 TNS1 TOP3A TP53BP2 TPT1 TRIM14 TRIM5 TRIO TRPC6 TRPV2 TSPAN13 TXNDC12 UGGT1 UTRN ZNF518B ZNF600 GSE21380_NON_TFH_VS_TFH_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21380_NON_TFH_VS_TFH_CD4_TCELL_UP ABHD17B ACOT11 ADCY4 AKR1B1 AKR1B10 ALDH5A1 AMZ1 ANO10 ANO6 ANXA2 ANXA4 AP1S2 APOBR ARHGAP25 ARHGAP31 ARPC1B B4GALT5 BAZ2B BEX1 BTLA C11orf54 C1R C1orf54 CALCRL CAMKK1 CARD19 CBFA2T2 CBX6 CCDC122 CCL4 CCR2 CD37 CDK14 CEP55 CEP68 CERS6 CFP CHDH CHSY1 CORO1A CRYBG3 CTDSPL CYP7B1 CYRIA DENND2D DGAT2 DIAPH2 DOCK1 DOCK2 DOCK8 DUBR DYNLT2B EBPL EDEM2 EFCAB14 EGLN3 ELMO1 EMCN EPOP EVA1B EXPH5 EXTL2 FAH FAM167B FBXO21 FGD2 FILIP1L FKBP1B FMNL2 FRK FRMD6 FSTL1 FUT7 FYCO1 GATA3 GHR GLIS3 GSAP HDAC6 HERC3 HEXA HLA-DOA HLA-G HPCAL1 HSD17B11 IFI44 IFITM3 IFT88 IL11RA INPP4A INPP5K INSYN2A IQGAP2 IRF8 ISLR ITIH5 KANK2 KAZN KLK8 LCP2 LPAR6 LPP LSP1 LY86 MAMDC2 MAP3K8 MAST3 MCF2L MED13L MEIS1 MGAT5 MITF MPND MTHFR MYLIP MYO5C MYOM1 NAGK NAV1 NCKAP1L NIM1K NRP1 NXN OAS1 OSBPL9 P3H3 PADI2 PAK1 PARP14 PCBP4 PDCD1LG2 PDE4B PDE8A PGLYRP2 PHGDH PLCXD2 PNRC1 PPP1R13B PXDN PXYLP1 PYCR1 RASGRP2 RCSD1 RDH12 RECK RERE RGS18 RNASE6 RND2 RNF24 RRAS SALL2 SELENON SEPTIN10 SESN1 SH2B2 SH3KBP1 SLC16A13 SLC25A23 SLC39A11 SLFN12L SMAD1 SORL1 SPATA13 SPATA6 SPP1 STAT4 STING1 STMN1 SWAP70 TBC1D1 TCIRG1 TFEC TGFBI TIGAR TIPARP TLR4 TM4SF1 TM6SF1 TMCC2 TMEM106A TMEM119 TMEM204 TMEM71 TNRC18 TP53I13 TPD52 TXNDC12 TXNIP UBASH3B UNC93B1 VASH2 VSIG2 WDFY2 WDR45B WFS1 WTIP ZFAND3 ZNF229 ZNF764 GSE21380_TFH_VS_GERMINAL_CENTER_TFH_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21380_TFH_VS_GERMINAL_CENTER_TFH_CD4_TCELL_DN ACTL10 ACTR1A AGAP3 AKT1S1 AKT2 ALDH9A1 ALG1 ALOX12 AMER3 AMH ARAF ARF5 ARRDC5 ASZ1 ATG9B ATP5MG ATP6AP2 ATP6V0A1 BCAP31 BCL7B BUD23 C19orf53 C1orf122 C1orf159 C2orf76 C6orf118 CARF CCDC85B CDC42BPG CDK10 CFAP70 CHCHD2 CHRNG CIAPIN1 CKS1B CNFN COMMD9 CTSB CTTNBP2 CUBN CUTA CXCL6 CYLC2 DCAF8 DCBLD1 DEDD DGKQ DSP EIF2AK1 EIF4G1 ERCC6L ERI3 ESRRA ETHE1 F10 FAM120A FAR1 FBXO31 FBXO34 FBXW5 FGB FHAD1 FHIP2B FKBP2 FOXD4L1 FOXK2 FTL G6PC3 GK GLYR1 GNB2 GSTCD HAPSTR1 HYCC2 ICAM5 IDO1 IER3IP1 IFI30 IL17B IL31RA ITGB3 ITSN1 KCNE3 KCNJ4 KCTD20 KDM8 KLC1 LAMA2 LAMP1 LCOR LCORL LDB1 LIPG LMAN2 LRP8 LRRC74A MDM1 MORN5 MPDU1 MRPL4 MYDGF NAA40 NCAPG NCLN NDUFA6 NDUFAF2 NDUFB4 NDUFC1 NDUFS5 NEU1 NF1 NINL NKX2-1 NLE1 NOL10 NT5C NTN3 ORAI3 P3H1 PGAM2 PLAGL2 PLCB1 PLEKHJ1 PLK1 POC1A PPBP PPHLN1 PPIF PPP1R35 PRDX5 PRM2 PRR11 PSTPIP2 PTDSS1 PYGO2 R3HDM4 RAB30 RBM7 RC3H1 REG4 REX1BD RNF19B RPLP2 RPS26 RPS6KB2 RUSC2 RUSF1 SAG SAMM50 SARS2 SERPINE2 SETD1B SIGMAR1 SLC10A3 SLC15A4 SLC25A22 SLC29A2 SLC35F6 SLC5A6 SLC7A1 SMIM11 SMIM12 SMTNL1 SNX15 SPSB2 SRPRB SUZ12 SVIP TAB1 TBCA TELO2 TFAP4 TGIF2LX THOP1 TMED9 TMEM101 TMEM150C TMPRSS11E TMX1 TNFRSF25 TOMM40L TOMM7 TRAPPC2L TSPAN15 TXN2 TXNDC11 UBE2M UBL5 UBXN1 UHRF1 UNC13C UQCRB VCPIP1 WASF3 WBP11 WIZ WNT8A YKT6 ZBTB45 ZMAT2 GSE21380_TFH_VS_GERMINAL_CENTER_TFH_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21380_TFH_VS_GERMINAL_CENTER_TFH_CD4_TCELL_UP ACTN1 ADGRE5 AJUBA ALOXE3 AMBP ANKRD1 ANXA11 AP2M1 APLP2 APOE ARFGAP2 ARMC3 ARMCX1 ASZ1 BAIAP2 BCAS1 BDH1 BHLHA15 BPIFB3 BSPRY C11orf52 C12orf75 C1R CA5B CABP5 CAPN15 CASKIN2 CCDC120 CCL21 CCNYL1 CD274 CD4 CDK18 CELF5 CFAP107 CFB CHCHD10 CISD3 CITED1 CLEC11A COL5A3 CORT CPNE8 CSGALNACT1 CTTN CUEDC1 CYB561 DAG1 DAPK1 DIRAS2 DMD DMRT1 DNAJB2 DNAJC30 DTX3 ECE1 EGFR ESAM F2R FADS1 FAH FAM114A1 FCGR2B FCHSD1 FERD3L FGD5 FKBP9 GABRA4 GFAP GFOD2 GJB1 GJB3 GLI1 GNAI2 GRHL3 GSTM1 HID1 HOXA5 HOXB5 HSD17B14 ICAM2 IKZF2 IL1A IMPDH2 INPP1 ITGA2B KIRREL1 KRT1 KRT18 LCN2 LDLRAP1 LRP1 MAMDC2 MAMSTR MAP3K14 MDGA1 MGST2 MMP2 MOCOS MPDZ MPL MPZL1 MRPL52 MYLK NAALADL2 NBDY NDUFAB1 NDUFB6 NFE2 NMNAT3 NOL6 NOP10 NPHS1 NR0B2 NUAK1 NXNL2 ORM1 P2RX1 PAK4 PAK6 PCARE PHLDB2 PIANP PIGN PIK3AP1 PIP5K1C PITPNM1 PKD2 PLA2G5 PLCG2 PLXNB1 PNPLA6 POLM PPP1R14D PPP1R15A PROZ PTPN12 RAB11FIP5 RAB38 RASD1 RBMS2 RBMS3 RGS7BP RHBDL2 RNF112 RNF181 RNF185 RPL24 SASH1 SAT2 SELENOM SFRP1 SGTA SHROOM4 SLC12A7 SLC35C1 SLC35E4 SLC48A1 SLC66A2 SMAGP SNX33 SOCS3 SPEM1 SPNS2 SRC ST3GAL1 STX3 STXBP1 SYNE4 TAGLN TAGLN2 TAT TBC1D8 TBKBP1 TENM4 TFF2 THSD7A TIE1 TJP2 TMEM119 TMEM120A TMEM144 TMEM40 TNIK TNK2 TRIP6 TSLP UBE2V1 UBTD1 UFSP1 UPK2 URM1 VASH1 VPS53 ZAP70 ZCCHC3 ZFP37 ZFPM2 ZNF628 ZNRF4 GSE21546_ELK1_KO_VS_SAP1A_KO_AND_ELK1_KO_ANTI_CD3_STIM_DP_THYMOCYTES_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21546_ELK1_KO_VS_SAP1A_KO_AND_ELK1_KO_ANTI_CD3_STIM_DP_THYMOCYTES_DN ABL2 ACOT13 ACSM1 AHSA1 ANKRD11 AREG ARHGAP21 ARHGEF26 ARL4D ARL5B ARL8B ASIC3 AZI2 B3GNT3 B4GALT5 BABAM2 BAG3 BCL6 BDP1 BEND3 BMP5 BMT2 BNC1 CABLES2 CABS1 CBS CCDC107 CCDC117 CCDC71L CCNT1 CDC25A CDC42SE1 CDK17 CDK3 CDV3 CENPU CHKA CHORDC1 CLEC2L CLK3 CNGA1 CNPY3 CORO1C CPEB1-AS1 CREB5 CRHR2 CSNK1G1 CSRNP1 CXCL3 DDX6 DENND1B DENND1C DHFR DHX16 DHX29 DNAJB6 DPCD DUSP16 DUSP2 DUSP6 DUSP8 DYRK2 DYRK3 EDN2 EFHD2 EGR1 EIF2B2 ELFN1 ETS1 EXOC5 FBXO30 FBXO34 FIBCD1 GABPB1 GADD45B GEM GLE1 GRSF1 GUSB HAPSTR1 HSD17B12 HSF2 HSPA8 HSPE1 HSPH1 IL10RA IL3RA ILRUN INPP5F INPPL1 IPMK ITIH3 IZUMO1 JADE1 JARID2 KANSL1 KCMF1 KCNJ14 KCNJ6 KCNT1 KCTD4 KIAA0232 KLHL28 KRT72 LMF2 LPIN2 LRATD1 LY6D LY6H LZTS2 MANBAL MAPKAPK2 MAPKAPK5 MARVELD2 MDM2 MED13 MFHAS1 MRPL20 MTA1 NFKBID NGEF NIPSNAP3B NMT2 NPM3 NR4A1 NUDT6 OGA OPN3 OSGIN1 PAK6 PDXP PER1 PGF PHLPP2 PHRF1 PIM1 PITHD1 PKN2 PLA2G5 PLCB2 PLEKHF1 PLK2 POLR1B PPP1R13L PTBP1 QPCT RBM12 RCVRN RGS16 RTCA RUFY3 SARAF SCGN SELENON SEPTIN1 SERP1 SERPINB12 SH3BP2 SKIL SKP1 SLC1A1 SLC30A1 SLCO1C1 SNPH SPATA25 SPRY2 SPRY4 SQSTM1 SRP72 STIP1 SUCO TAF1A TAGLN2 TBC1D1 TCIM TFB2M TMCC1 TMEM200A TNFAIP3 TNFRSF1B TRAF6 TRAPPC9 TREML4 TRHR UBAP1 UBE2B UBE2F UPP1 USPL1 UTP25 WDR83OS YTHDC1 YTHDF1 ZFAND2A ZNF367 ZNF469 ZNF623 ZNF655 ZNF703 ZNF777 GSE21546_ELK1_KO_VS_SAP1A_KO_AND_ELK1_KO_ANTI_CD3_STIM_DP_THYMOCYTES_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21546_ELK1_KO_VS_SAP1A_KO_AND_ELK1_KO_ANTI_CD3_STIM_DP_THYMOCYTES_UP AACS ADAMTS1 ALS2 AMELX ANAPC4 ANKRD49 ANKS3 ANTKMT ARFGAP2 ARMC6 ASXL2 ATG16L2 AVL9 B3GALT6 BIVM C12orf4 C1QTNF1 C1orf50 C3orf33 C8orf48 CBR4 CBX5 CCDC185 CCDC51 CCDC71 CDCA2 CFAP418 CFAP97 CFB CHD6 CNOT3 CRKL CST8 CYB561A3 CYRIB DARS2 DDHD1 DESI2 DFFA DLG3 DRD1 DYNC2I1 EIF4A3 ENPP4 ERBB3 ESS2 EVC2 EXOSC4 FAM118B FAM216A FARSA FBXO38 FEN1 FGFBP3 FKBPL FZR1 GCM2 GLRA3 GORASP1 GPR85 GRHL2 GRIA3 GTF3C5 H2AX HCFC1 HEXIM1 HOXB4 HPS6 HSDL1 HYAL2 IK INCENP INHBB INPP4A INTU IRF4 IRF9 ITCH KBTBD11 KIAA0319L KLHL42 LENG1 LMO2 LRRC28 LURAP1L MAPK12 MARCHF6 MED23 MEIS2 METTL3 METTL7B MLST8 MMAA MOS MRPL50 MSTO1 MTIF3 MTMR3 MUL1 MUS81 MYO7A NDUFA8 NELFCD NETO2 NFKBIE NKIRAS2 NOL12 NR2F1 NRF1 NUMA1 NUP88 NUP93 OR52A1 PAPOLG PBLD PBXIP1 PIAS1 POC1A POLD3 POP5 POT1 PRKAG1 PRR14 PRR15L PUF60 PUM2 QRICH1 RABEPK RBM5 RBX1 RENBP RERE RFX3 RNASEH1 RNF167 RNMT RPP25L RTP4 SAP130 SCAI SCYL3 SETX SHPRH SIPA1L1 SIRT4 SLC12A2 SLC35D2 SLC39A9 SLC52A2 SNTB1 SNX12 SNX33 SOX18 SRSF6 STAT3 STYXL2 SUV39H1 SZT2 TAB1 TAFA1 TAFAZZIN TBC1D25 TFDP1 TGM4 THUMPD2 TIAM1 TLR1 TMEM165 TMEM18 TMEM205 TMEM63A TMEM67 TP53BP1 TRIM45 TRRAP TTC30B TTC9C TUB TXLNG UBA3 UBA6 UBR5 USP32 UVSSA VPS13B VWA3A WDR24 WDR89 WRAP73 ZBTB8OS ZC3H4 ZMYND8 ZNF414 ZNF449 ZNF569 ZNF585A ZSCAN21 ZSWIM3 ZYG11B GSE21546_ELK1_KO_VS_SAP1A_KO_AND_ELK1_KO_DP_THYMOCYTES_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21546_ELK1_KO_VS_SAP1A_KO_AND_ELK1_KO_DP_THYMOCYTES_DN ADRA2C ANAPC1 ANGPTL2 ANP32B ASPM ATIC AURKB B3GALNT2 BAZ1A BLM BRCA1 BUD31 CABLES1 CACNB2 CAMK4 CARD9 CASP3 CCDC150 CCDC167 CCDC59 CCNF CDC20 CDC26 CDC45 CDCA4 CDCA5 CENPJ CENPU CHAF1A CHERP CHGA CISD3 CMTM7 COASY COQ10A COQ4 CORO2A CPSF4 CTNNBL1 CTPS1 DDN DDX23 DIS3L DLEU2 DLX6 DNAJC2 DNAJC9 DOK4 DSCC1 DTYMK DUS3L EBF3 EIF3B ELAVL1 EMC8 ENTHD1 EPB41L2 ERLIN1 ESF1 EZH2 FAM43A FEN1 FETUB FHL1P1 FOXRED2 FUS GGA2 GLA GLO1 GNL2 GNL3 HADH HAUS8 HMBS HMGXB4 HNRNPM HPGD HSCB HSP90AA1 ING5 INVS ITGB3BP JADE1 JMJD6 KIF4A KNL1 KNTC1 KPNB1 LRRC59 MALSU1 MCM10 MCM2 MCM5 MCM8 MGME1 MIR770 MIR9-1HG MIS18A MRM3 MRPL37 MRPS34 MTCH1 MTFP1 NAA38 NACA4P NCAPD2 NCAPG2 NDE1 NEMP1 NOM1 NOP56 NOTUM NPRL2 NRP1 NUCKS1 NUP43 NUP85 NUP88 NUSAP1 OGFOD1 OLFM1 PATL1 PGP PHF19 PINX1 PMS1 POLA2 POLQ POLR2H POU5F1P4 PPAN PPIF PPP6C PRPF3 PRPF4 PRR11 PSMC3IP PSRC1 QKI RBCK1 RBM17 RBM33 RCC1L RECQL4 REEP4 RFC4 RPRD1A RRM1 RSL1D1 RUVBL1 RWDD1 SART3 SAV1 SERTAD4 SF3B3 SGO2 SIVA1 SKA1 SLC1A5 SLC25A38 SLC29A1 SMCR8 SNCA SNHG10 SNRNP25 SNW1 SP1 SPAG5 ST3GAL4 STARD7 STK39 TARBP2 TBC1D2B TCF19 THAP11 TICRR TIMELESS TIMM50 TJAP1 TLE1 TMEM109 TOE1 TOR3A TRIM29 TRIM59 TTF1 TTLL12 U2AF1 UBE3D UNG UTP14A VPS37A WDR4 XRCC5 ZNF394 ZNF426 ZNF536 GSE21546_ELK1_KO_VS_SAP1A_KO_AND_ELK1_KO_DP_THYMOCYTES_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21546_ELK1_KO_VS_SAP1A_KO_AND_ELK1_KO_DP_THYMOCYTES_UP ADAMTS9 ADAR ADCY7 ADGRF2 AGTRAP APOL2 ARSA ATM AVL9 AZU1 B2M BST2 BTN3A1 BTN3A2 C4orf33 CABCOCO1 CARD9 CDK5RAP1 CHAT CLK1 CMPK2 CMTR1 CREBRF CSMD1 CSNK1A1 CTDSP2 DDX5 DDX60 DDX60L DIS3L2 DNAJA1 DNAJC6 DNPEP DPPA2 DTX3L EFCAB7 EIF2AK2 ELP3 ERAP1 ERP44 FMR1NB FUT2 GAGE1 GCM2 GMPR GTPBP1 H2AC6 HDHD2 HELZ2 HERC6 HLA-A HLA-B HLA-C HLA-E HLA-F IFI16 IFI27 IFI30 IFI35 IFI6 IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 IFITM2 IFITM3 INTS8 IRF1-AS1 IRF7 IRF9 IRX5 ISG15 KEL KRTAP9-8 LAP3 LCOR LGALS3BP LINC00587 LINC01304 LINC01686 LINC02901 LINC02910 LIPJ LLPH LPL LRCH2 LRRFIP1 LY6E MGME1 MOV10 MPDZ MPLKIP MT1F MT1M MT2A MTTP MX1 MX2 MYD88 MYPN MYT1 NLRC5 NPHP3-AS1 NR1I2 NRBF2 NT5C3A OAS1 OAS3 OASL OPTN OR7C1 OSBPL10 P2RY6 PAIP2 PARP12 PARP14 PARP9 PATL2 PCLO PECR PGAM1 PHF11 PIK3C3 PLSCR1 PNPT1 POLR2M PPM1B PPM1K PRCD PSME1 PSME2 PSMG2 RASL12 RBCK1 RBM33 RIGI RNF213 RPRD1A RSAD2 SAMD9 SAMD9L SCAMP1 SENP6 SEPTIN4 SGPL1 SHFL SHISA5 SHROOM3 SLC25A21 SLC25A25-AS1 SLC25A38 SLC9A9 SNHG1 SP1 SP110 SP140L SSBP2 STAT1 STAT2 STXBP5 SUGT1 SUPT7L TAP2 TAPBP TBCA TBCK TDRD7 TLK2 TLR3 TMEM140 TMEM161B-DT TMEM230 TMEM245 TMEM44-AS1 TMEM52B TMEM53 TOB2 TRIM14 TRIM21 TRIM25 TRIM69 TTC28 TTC32 TUG1 USP18 USP48 USP6 VPS37A WWC3 XRN1 ZFP64 ZNF24 ZNF252P ZNF540 ZNF544 ZNF766 GSE21546_SAP1A_KO_VS_SAP1A_KO_AND_ELK1_KO_ANTI_CD3_STIM_DP_THYMOCYTES_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21546_SAP1A_KO_VS_SAP1A_KO_AND_ELK1_KO_ANTI_CD3_STIM_DP_THYMOCYTES_DN ACVR1B AJUBA ALAS1 AMN1 ANKRD63 ANO6 APPL1 APPL2 ARHGAP25 ARHGDIB ARHGEF18 ARID5A ARSB AS3MT B4GALNT1 B4GALT5 BCL6 BEX1 BFAR BOK BTD C19orf12 C8orf58 CA12 CALML4 CAMK2G CARD10 CCDC122 CCR1 CCR2 CD244 CD300A CD34 CD37 CDK14 CDK18 CDS1 CELSR1 CHD3 CKAP4 CLEC11A CLEC7A CMTM7 CORO1A CORO2A COTL1 CRYBG3 CYBA CYP27A1 CYRIA DAB2IP DENND1C DGAT2 DGKG DIAPH2 DIRAS2 DOCK2 DUSP2 DYNLT2B EBI3 EBPL EDEM1 EDEM2 EEIG1 EGLN3 ELANE ELK3 ELMO1 ENO1 ETV6 FAH FBP1 FKBP1A FUT7 GADD45B GM2A HEXA HIP1 HM13 HMOX2 HSD11B1 ICAM1 IL11RA IL6ST INPP4A IQGAP1 IQGAP2 ISLR ITGAL ITIH5 ITPRIPL2 KIFC3 KLK8 LAMTOR4 LITAF LRFN4 LRG1 LRP1 LTBP3 LY86 MBOAT1 MCF2L MET MGAT5 MGST2 MICU1 MITF MLXIP MSRA MSRB1 MYO1G NAPSA NCF2 NKG7 NPL NRP1 NRROS NUAK2 OSBPL8 PADI2 PAM PARP8 PCDHA11 PDE2A PGAM1 PGK1 PI16 PLPP2 PPP1R3D PPT1 PSTPIP1 PTGER2 PTPN22 PTPRC PXYLP1 PYCR1 RAB34 RAB3D RAC2 RAPH1 RASSF4 RCSD1 RDH12 RGS18 RNASE4 RNASE6 RPS6KA2 SCAMP5 SELENON SELENOP SEM1 SESTD1 SH3BP5 SH3PXD2A SHMT1 SLC16A7 SLC26A6 SLC44A2 SLC9A5 SMAD1 SMPDL3B SOCS3 SORBS3 SPNS3 SPP1 SRC ST8SIA4 STAT4 SYT2 TAPBPL TBC1D15 TEC TESK2 TFEC TGFBR2 TLR4 TMBIM1 TMED10 TMED3 TMEM141 TNFAIP1 TRAM2 TREM1 TRIM14 TRIM45 TRIO TSPAN5 TTC39A TUBB6 UBE2W UGGT1 VAV1 VEGFC VILL VIM WDR45B WFS1 XBP1 ZNF608 ZNF706 GSE21546_SAP1A_KO_VS_SAP1A_KO_AND_ELK1_KO_ANTI_CD3_STIM_DP_THYMOCYTES_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21546_SAP1A_KO_VS_SAP1A_KO_AND_ELK1_KO_ANTI_CD3_STIM_DP_THYMOCYTES_UP ABCA3 ABCB10 ACP1 ACSS1 ADD1 ADD2 ADGRE5 AGAP1 AGPAT4 AK5 ALAD ALG11 ANK1 APLN APLP2 ARHGAP12 ARHGAP23 ASB17 ATL1 ATP13A3 ATP1B2 ATP5IF1 ATP8A1 BCL7A BDH1 BEND3 BLM BLTP3A BOD1L1 C1QTNF12 C1orf50 CA1 CA2 CCNB1IP1 CDIN1 CECR2 CELF1 CENPV CHEK2 CISD1 CITED4 CKS1B CKS2 CPOX CRACD CTH CYTH3 DAAM1 DCAF12L1 DDIAS DHRS4 DPY19L1 DTL DZIP1 E2F2 EHD3 ENO3 EPB41L5 EPDR1 EPOR EXOC6 FAAP24 FADS2 FAM210B FAM234B FASTKD2 FBXO30 FECH GAB1 GARRE1 GDPD1 GLRX2 GLRX5 GNA14 GP5 GPAM GPR155 GRB10 HEBP1 HIF3A HIVEP1 HK1 HPN HSPH1 IPMK JMY KEL KLF3 KLHL12 LDB1 LEPROT LIAS LMCD1 LMNA LPIN1 LRRC8C LSM14A LTBP1 LUC7L2 MBD3L1 METAP2 MEX3D MFHAS1 MGLL MINPP1 MRPL54 MTHFD1 MUSTN1 MYLK3 MYO1D NAGS NARF NECAB3 NECAP2 NEK1 NINL NKAP NKX1-2 NMNAT3 NOL9 NQO1 NSD3 NXPE2 PABPC4 PEX5 PGAP4 PHACTR4 PIN4 PIP4K2C PITPNC1 PLA2G4C PLEK2 PLK1 PLXNA2 POLR1D PORCN PPP3CB PRCP PRDX2 PTPN3 PVT1 PXMP2 RAB22A RECQL4 RETREG3 RIF1 RNF19A RNF20 RYK SAMD14 SCML2 SDHA SELENOT SEPTIN8 SETD6 SFXN2 SH3TC2 SIK3 SLC12A2 SLC12A4 SLC22A23 SLC25A30 SLC26A1 SLC35E2B SLC43A1 SLC7A4 SMIM13 SNCA SNX5 SOD1 SPIRE1 SPTA1 STRADB STX11 STX17 TAL1 TFDP2 TGFBR3 TNFAIP2 TNIK TPST1 TSC1 TSPO2 TUFT1 TUSC2 TUT7 UBLCP1 UBXN1 USP25 VSTM5 WDFY3 WDR35 WWC2 XPNPEP1 XPR1 ZBTB43 ZFPM1 ZMAT3 ZMYM5 ZNF266 GSE21546_SAP1A_KO_VS_SAP1A_KO_AND_ELK1_KO_DP_THYMOCYTES_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21546_SAP1A_KO_VS_SAP1A_KO_AND_ELK1_KO_DP_THYMOCYTES_DN ABHD14B ACBD4 ACSS2 ADGRE5 AMACR ANKRD39 ARMC3 ARVCF ASF1B ATG16L2 ATP2A3 BCAT1 BCL7A BICRA BIN1 BMP4 BUB1B C4B CA2 CAMK1G CBLB CCDC17 CCND3 CDC25B CDCA4 CDCA8 CENPE CENPN CENPO CEP170B CEP41 CEP89 CHCHD10 CNN3 CNTROB COX7A2L CSGALNACT1 CSRP2 CYTH1 CYYR1 DDX19A DESI1 DMTF1 DUSP6 EDARADD ELFN1 ELL3 ELOF1 ELOVL6 ENTPD5 ERI2 FAM72A FCRLA FYN GALNT12 GAREM2 GAS2L3 GBP2 GIMAP1 GIMAP5 GLUL GMEB2 GON4L GPAM GPATCH2 GPD1L GTPBP2 HDAC7 HIGD1B HJURP HNRNPUL1 IGKC IRF5 ITPKB KAT6A KIAA1958 KMT2A KNSTRN KRAS LIMD1 LRCH1 LTB LTO1 MAGI3 MAP7 MARCKS MARCKSL1 MARVELD2 MCCC1 MGST2 MIR99AHG MKI67 MPRIP MROH2A MXD3 MYO10 NABP1 NCAPH NCOA3 NFKBIE NPEPPS NSD3 NSMCE1 NXF1 OTUB2 P2RX3 PAFAH1B2 PAFAH1B3 PARP3 PBK PBXIP1 PCDHB11 PDE5A PDE7A PHF2 PHKA1 PHLPP1 PIK3CG PITPNM1 PKIG PLA2G4C PLCG1 PLEKHG2 PLEKHO2 POLR3F PPP2R2D PRKCA PTGR1 PTPRCAP PTTG1 PURG RAB3A RBM5 RBMS2 RCSD1 RDM1 RELL1 REXO5 RIT1 RNASE4 RNF169 RRM2 RXFP1 S1PR4 SAPCD2 SBK1 SELENOM SFMBT1 SH3BP5 SH3GLB1 SH3PXD2A SHB SIGIRR SIGLEC10 SIPA1L2 SKP2 SLAMF6 SLC15A3 SLC37A3 SMARCA4 SNX33 SPIB SPRED2 STAG1 STAMBPL1 STK10 STRBP STX6 SUPT16H SYMPK SYVN1 TAX1BP3 TBC1D1 TBC1D10C TBCEL TBXA2R TCF3 TEDC1 TERF2 TMEM131 TMEM132E TMEM31 TNFAIP3 TPX2 TRMT10A TSPAN13 TTF1 UCP2 UNC5CL USP7 XRCC5 ZAN ZBTB4 ZFAND2B ZIM2 ZNF143 ZNF483 ZNF821 ZNF827 GSE21546_SAP1A_KO_VS_SAP1A_KO_AND_ELK1_KO_DP_THYMOCYTES_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21546_SAP1A_KO_VS_SAP1A_KO_AND_ELK1_KO_DP_THYMOCYTES_UP ABCC2 ABCD3 ABHD4 ACVR1 ADAM12 ADAMTS3 ADIPOR2 AGPS AK4 AMZ1 ANO10 ARHGAP17 ARSA ATF6 ATP2A1 ATP5F1C ATP6V0E1 BCAS1 BFAR BID BMX BORCS6 BTNL9 C1GALT1C1 C8orf74 C8orf76 CCDC158 CCDC40 CD28 CERS6 CHMP4B CISD2 CLEC4E CLEC7A CLYBL CMTM3 COA8 CPNE2 CPT2 CX3CR1 CYB5R1 CYP4V2 DAAM1 DDX4 DDX56 DENR DEPDC7 DGKG DHRS11 DHX35 DIO2 DIXDC1 DMAC2 DNMT3B DPH5 DYNLT2B EDEM2 EEF1B2 EEF1D EEF1G EIF1AY ELAC1 EMB EMILIN1 EMP3 ENTPD6 EXT2 FAM234A FCER1G FES FFAR2 FKBP9 FKBPL GAA GALNS GATA3 GDF3 GNL2 GNL3 GPC1 GSTM5 H3C7 HACD4 HPSE HSD17B11 ICAM4 IFNAR2 IFRD2 IL18RAP IRF8 IRF9 ITGAL ITGB1 KCNK12 KHK KLF1 KLHL30 KLK8 KRT18 LACTB LRATD2 LRMDA LTB4R LTV1 MEAK7 MED22 MED7 MEFV MGAM MPPE1 MRPS23 MSANTD3 MTHFD1L NAP1L5 NAV1 NFIL3 NHLRC1 NIBAN2 NIFK NOSTRIN NPAS3 ORC3 OTULINL P2RY4 PALS2 PAPSS2 PCGF6 PDGFRB PGAM1 PGM3 PHETA2 PHF10 PHLPP2 PLA2G15 PLD1 PLEKHA6 PLOD3 PLPP5 PLSCR1 PNMA5 POGLUT1 PPM1F PRDX6 PRSS16 PSMG1 PUS7 PYGL RALB RBKS RCL1 RND3 RNF217 ROPN1 ROPN1L RPA2 RPAP2 RRBP1 SCCPDH SERPINF1 SERPINI1 SFXN2 SGMS2 SHOC2 SIAE SIRPA SLA SLC16A13 SLC19A2 SLC22A4 SLC35G1 SLC39A11 SLC9A9 SLPI SNX18 SNX7 SORT1 SPNS2 SSR4 ST6GALNAC4 STOM TBC1D24 TLCD1 TMBIM1 TMC8 TMEM126A TMEM97 TRPS1 TSEN34 TSPO TSR2 TXNDC15 UBE2J2 URGCP VDAC2 VPS53 WDR55 XDH XPO5 ZNF35 ZNF623 GSE21546_UNSTIM_VS_ANTI_CD3_STIM_DP_THYMOCYTES_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21546_UNSTIM_VS_ANTI_CD3_STIM_DP_THYMOCYTES_DN ACOT11 ADISSP ADRA2C AEN ALG1 ANAPC1 ANAPC15 ANKLE2 ANP32B ARHGAP19 ARPC5L ASPM ATG101 B3GALNT2 BCS1L BLM BRCA1 C1orf112 CABLES1 CALML4 CASP3 CCDC59 CCNB2 CCNF CDC20 CDCA4 CDCA5 CEP78 CFAP20DC CGN CHAF1A CHAT CHEK2 CISD3 CLN6 CSTF3 CTPS1 CYREN DAND5 DDN DDX11L2 DDX23 DDX39A DDX46 DISP3 DKC1 DNMT1 DSCC1 DUS3L E2F1 EBF3 EFTUD2 ENSG00000246130 EZH2 FAM110A FAM43A FMNL3 FUS FXN GLA GLO1 GLRX5 GNL3 GOLGA8IP GPATCH11 GSR H2AX HNRNPM HPS5 HRH3 HS3ST2 HSP90AA1 ICMT IGLV1-44 IPO11 IQCH-AS1 JMJD6 KIAA0586 KIF18B KIF20B KIF4A KNCN KNTC1 MAP3K3 MAPKAPK5 MBNL1 MCM5 MGME1 MID1 MKI67 MMP12 MRPL37 MRTO4 MTFP1 MYO19 NDC1 NDUFV1-DT NEMP1 NKAIN3 NLE1 NMB NRM NRP1 NT5C1B NUP85 NUP88 NVL OGFOD1 OLFM1 OMA1 PANK1 PCOLCE2 PFAS PGP PHF19 PHTF2 PMPCA POLD2 POLR2H POP7 PPAN PPIG PRKCA PRPF3 PRPF4 PRR11 PSRC1 PUM3 PUS1 PWP2 RAD9A RCCD1 RFLNB RMI1 RNF126 RPS2P45 RPS6KA6 RSL1D1 SART3 SCARA3 SCARB1 SERTAD4 SGO2 SKA2 SLC11A2 SLC1A5 SLC25A26 SLC25A39 SLC29A1 SLC39A3 SNAP47 SNHG17 SNHG3 SNRNP25 SNTB2 SP1 SPAG5 SPC24 SRRM1 SRSF1 SSNA1 SSX2IP STARD7 SULF2 SUV39H1 SWAP70 SYNGR4 TARBP1 TARBP2 TBC1D2B TCF19 TCF7L2 TCHP TEDC2 TEX10 TICRR TIMELESS TIMM50 TJAP1 TLCD3A TLE1 TLE2 TMC1 TMEM109 TMEM115 TOMM40 TPX2 TRIM59 TUBG1 TXNL4B TXNRD3 UNC119B UNG URB2 UTP14A WDR76 WT1 ZC3HC1 ZNF511 GSE21546_UNSTIM_VS_ANTI_CD3_STIM_DP_THYMOCYTES_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21546_UNSTIM_VS_ANTI_CD3_STIM_DP_THYMOCYTES_UP ACOX1 ADAM19 ADM AJUBA AKAP6 AMOTL2 ANTXR2 ANXA2 APH1B ARL6IP5 ARMC9 ATAD1 ATP2B4 ATP6V1G1 ATP9A ATRN B3GALT2 BLCAP BMAL1 C5orf46 CA11 CADPS CALCB CAMLG CASC15 CAVIN1 CCN1 CCN2 CCNG2 CD59 CEBPD CEMIP2 CFI CHMP1B CHST7 COX20 CPA4 CPEB1 CYP26A1 CYP26B1 CYP3A43 DAAM1 DCTN4 DKK2 DNAAF9 DUBR DUSP1 ECHDC3 EHD3 EIF1B ELMOD1 EMILIN3 ENSG00000267260 EXOC1 EXOC6B FAM114A1 FAM13B FAM149B1 FN1 FNDC5 FSD1L FSTL1 GBP3 GDPD1 GRB10 H2AC6 H2BC21 H3C6 H4C8 HBEGF HBP1 HIPK2 HSBP1L1 HSD17B2 HTN1 ICA1L IFI16 IL13RA1 IL17D ITFG1 ITGB1 JPH3 KCNMB4 KCTD10 KIDINS220 KIF21A KIFAP3 KLC1 KRT18 LCOR LHFPL2 LINC00592 LINC00662 LINC00847 LINC02806 LIPT2-AS1 LMBRD1 LPAR1 LRP12 LSAMP LTBP1 MAGEH1 MAP1LC3B MAP2 MGST3 MIR137HG MIR7-3HG MKRN1 MMP1 MORC3 MYADM MYO5A MYRIP NAP1L2 NAPB NBDY NCOA4 NCOA7 NMRK1 NPC2 NREP NUAK1 OLFML3 OPTN OSTF1 OTUD1 PCDHB3 PCDHB6 PCMTD1 PELO PGM2L1 PHACTR3 PLEKHM3 PLPP6 PLSCR3 PRKCH PTPN4 RAB15 RAB27B RAB2A RAB2B RAB33B RAB4B RAB6A RARB RASA1 RDH10 REG3G RHBDF1 RND3 ROGDI RUFY3 SAMD9L SCGB2A2 SCYL2 SERINC1 SERP2 SERPINE1 SH3BP5 SLC25A14 SLC35D2 SLC47A1 SMIM3 SPARC SPRY1 SRSF12 SS18L1 SSTR2 STAG3L4 SUOX SUSD6 SWT1 SYT1 SYT17 TAGLN TGFBR1 THAP8 THBS1 TJP2 TRIM2 TSPAN11 TUBB2A TUG1 ULBP2 WDR11 WDR44 WDR47 ZCCHC12 ZFAND2A ZFP2 ZNF177 ZNF251 ZNF419 ZNF559 ZNF606 ZNF627 ZNF671 ZNF711 ZNF875 GSE21546_UNSTIM_VS_ANTI_CD3_STIM_ELK1_KO_DP_THYMOCYTES_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21546_UNSTIM_VS_ANTI_CD3_STIM_ELK1_KO_DP_THYMOCYTES_DN ACAD8 ACSM1 ACTR3C AHR AKR1E2 ALDH1A2-AS1 ANGPTL4 ANKRD31 APCDD1L-DT ARHGAP11A BCO1 BDH1 BEND7 BMPR2 BPIFA4P BPNT2 C1S C4orf54 CACNA1D CAPN12 CASC2 CBX3P2 CD6 CDC45 CEP120 CHAC1 CHAT CHD2 CHRNA9 CIB4 CLNK CLUAP1 CLYBL CNN1 COL8A1 CRLF2 CSPG5 CTCF DAB1 DANCR DAOA-AS1 DDX19A DDX50 DEFB118 DGCR5 DMRTA2 DNAJB6 DOC2B DPP10-AS1 EDA EFHD1 EHBP1 EID3 EML5 ENOX2 ENSG00000247228 EPAS1 FAM47A FASLG FBXO39 FOXRED2 FRMD7 GALE GAREM2 GCSIR GORASP2 HECTD1 HIPK2 HIVEP1 HNRNPA0 HNRNPA3 HSF5 IL24 IQSEC3 KAT14 KCNS3 KCTD14 KLB KLKB1 KNTC1 KRBA1 KRT222 KRT36 KRTAP4-7 LHFPL5 LINC00174 LINC00330 LINC00488 LINC00595 LINC00654 LINC00899 LINC01095 LINC01348 LRG1 LRRC1 LRRC46 LRRC71 MAP2K4 MAP3K15 MAPKAP1 MIR9-1HG MLH3 MMACHC MME MMP20 MOCS2-DT MPO MRTFB MSX2 MTCH1 MYOG MYT1L N4BP2L1 NHLRC2 NNAT NT5DC3 OCRL OPRK1 OR4D1 OR5L2 OSBPL10 OVOL2 PATL1 PCDHB5 PCDHGA1 PHF24 PID1 PIK3CD PLAAT1 PLAAT2 PLEKHH2 PPIC PPP1R1B PRRX2 PRSS16 PTGES PTPN3 RABEP1 RABGEF1 RNASE1 RNF186 ROPN1B ROR1 RWDD4 SEPTIN8 SH3RF3 SLC16A5 SLC4A5 SMAD7 SMIM5 SMPDL3B SNCB SNX10 SPACA3 SPO11 SRRM1 SSU72L6 STK39 STOML1 STXBP5L TAS2R8 TCF19 TIPARP TJP2 TMPRSS3 TNFSF11 TNNC2 TNS4 TRA2B TRAF3IP1 TRHDE TTC21B TXNRD3 USP6NL VCL VSNL1 VSTM1 WHRN XRCC5 ZBTB2 ZC3HAV1 ZNF10 ZNF185 ZNF546 ZNF736 ZNF815P ZNF93 GSE21546_UNSTIM_VS_ANTI_CD3_STIM_ELK1_KO_DP_THYMOCYTES_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21546_UNSTIM_VS_ANTI_CD3_STIM_ELK1_KO_DP_THYMOCYTES_UP ABHD2 ADAR AGTR2 AGTRAP ANGPT1 ANKLE1 ANKRD33B APOL6 AQP8 BNIP3L BST2 BTN3A2 C5AR1 C7orf33 CATSPER2 CCDC13 CD300LB CFH CHRNE CHST7 CHSY3 CLEC18A CLVS2 CMPK2 CMTR1 CNTN5 COL5A2 CRYBA4 CSF2RB CX3CL1 CYTIP DAZL DCDC2 DCDC2B DDX60 DDX60L DLGAP2 DMRTC2 DNASE2B DTX3L EGR3 EID2B EIF2AK2 ELF1 ERVFRD-1 FAM215A FBF1 FZD10-AS1 GBP5 GLDC GLRA3 GOT1L1 GPM6A GTPBP2 H19 H2AC15 H2AC18 HELZ2 HERC6 HES5 HLA-E HNMT IFI16 IFI27 IFI35 IFI44 IFI44L IFI6 IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 IFITM3 IFNA8 IGLV1-44 IL27 IQGAP2 IRF1 IRF1-AS1 IRF7 IRF9 ISG15 KIF19 KNCN LGALS3BP LINC00158 LINC00525 LINC00658 LINC01904 LINC02609 LPAR4 MAGEC1 MAPT-AS1 MIDEAS MMP12 MMP7 MYD88 MYO3B NAPA NEB NFE2 NLRC5 NLRP6 NOD1 NRG2 NRG4 NRIP2 NTRK3-AS1 OAF OAS1 OAS3 OASL ODAD2 OGFR OLFM2 P2RX3 PAGE1 PARP12 PARP14 PARP9 PAX9 PEPD PGBD4 PHF11 PLA2G4C PLSCR1 PML PNPT1 PRKD2 PRLHR PRSS30P PSME2 PVRIG RAB11FIP1 RAB34 RBM43 RGSL1 RIGI RNF213 RNF31 RSAD2 RSPH1 RTN1 RTP4 SAMD9 SAMHD1 SCAMP1-AS1 SFTA1P SHFL SIDT1 SLC22A24 SMIM5 SNX25 SNX29 SP110 SPACA1 SPATA1 SPATA45 SPHK1 STAT1 STAT2 SULT2A1 TAP1 TDRD7 TEC TEX44 THEMIS2 TMC1 TMEM140 TMEM258 TNFAIP8L2 TREX1 TRIM21 TRIM25 TRIM56 TRIM69 TTC36 USP18 USP2 USP42 VN1R2 VWA5B1 XAF1 XIRP2 ZC3HAV1 ZNF177 ZNFX1 ZNRD2-DT ZSWIM5 GSE21546_UNSTIM_VS_ANTI_CD3_STIM_SAP1A_KO_AND_ELK1_KO_DP_THYMOCYTES_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21546_UNSTIM_VS_ANTI_CD3_STIM_SAP1A_KO_AND_ELK1_KO_DP_THYMOCYTES_DN ABCC12 ACSL6 ADGRA3 ADRA2C AKAP7 AMELX APOA1 ARIH2OS ASPRV1 BMPER BPIFB6 C1QA C1RL C2orf16 CABS1 CALCR CAPN12 CATSPERZ CAVIN2 CBX7 CCDC172 CCL24 CCT2 CD3D CD4 CFAP47 CFLAR-AS1 CITED1 CKMT2 CLEC4D CLVS2 CNNM4 COL11A1 CRACR2B CRMA CRYAA CSN2 CTC1 CTDSP1 CTNNA3 CYP19A1 CYP3A43 DAOA DCAF13 DCDC2 DELEC1 DHRS13 DIPK1C DKKL1 DNAJB8-AS1 DNAJB9 ENSG00000267882 EQTN FAM172A FAM223A FCRL1 FGF6 FMO9P FNDC9 FRG2EP FRMPD4 FRY-AS1 GAS6-DT GHSR GK2 GKN1 GNG13 GOLGA8IP GPATCH11 GRHL3 H2AP HHIP-AS1 HLA-DOA HNRNPA0 HRH3 HSPB3 HTR1A IDI2-AS1 IGLV1-44 IGSF21 IL2RG IQCF1 ITGB7 JHY JPH1 KCP KDF1 KIR3DS1 KRTAP11-1 KRTDAP LGR6 LILRA2 LINC00269 LINC00319 LINC00692 LINC00921 LINC00951 LINC01123 LINC02487 LINC02871 LRFN2 LSMEM2 MAFB MARCHF10 MGC27382 MIR1-1HG MPPED2 MTUS2-AS1 MYL2 NANP NEURL1B NOMO3 NPAS2 NR2F2-AS1 NTSR2 NXPE4 ODC1 ODF3L1 OOEP OR10J1 OR1A2 OR1E1 OR2M4 PADI4 PAMR1 PCDHA10 PCDHA6 PEX11G PIK3C2B PNLIP PNPLA7 POLR2C PRL PRR19 PRR34 PRSS47P PSEN2 PSG1 PSORS1C3 PTH RBM46 RNASE3 RNF180 S1PR1 SCN7A SEMA6B SFTPC SLC19A3 SLC22A16 SLC24A4 SLC43A1 SLC43A3 SLC5A7 SLC8A1-AS1 SLC9A9 SLFN11 SLPI SNX22 SOCS4 SP140 SPAG11A SPIB SSTR1 ST8SIA1 TEX26 TEX37 TLR9 TMC1 TRMT44 TSEN54 TSPAN11 TSPAN16 TSPAN9 TSSK3 TTTY13 UBE2Q2P13 UBE4B UGT2B28 UMODL1 USP29 VIPR1 WNT5B ZFP64 ZNF174 ZNF296 ZNF507 ZNF771 GSE21546_UNSTIM_VS_ANTI_CD3_STIM_SAP1A_KO_AND_ELK1_KO_DP_THYMOCYTES_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21546_UNSTIM_VS_ANTI_CD3_STIM_SAP1A_KO_AND_ELK1_KO_DP_THYMOCYTES_UP ABCA1 ABHD2 ACTL7B ADAM11 ADAR AGTRAP ANGPT1 ANGPTL3 ANO4 ARL3 ATP5MK BHLHE23 BST2 BTN3A1 BTN3A2 C17orf98 C5AR1 CACNB2 CCDC144NL-AS1 CCDC185 CCDC190 CD47 CDH1 CHCT1 CMKLR1 CMPK2 CMTM5 CNTN2 COA7 COL11A2 COL25A1 COL2A1 CXorf51A DAZL DBP DDX60 DDX60L DLG5-AS1 DLGAP1-AS2 DLX1 DRAIC DTX3L EIF2AK2 ELL EPG5 ESPN FAM110B GLDC GMPR GNAL H19 H2BC11 H4C1 HAR1A HELZ2 HERC5 HERC6 HES5 HLA-C HLA-E HNMT HPYR1 IFI16 IFI27 IFI35 IFI6 IFIT1 IFIT3 IFIT5 IFITM1 IFITM2 IFITM3 IRF7 IRF9 ISG15 ITPKB JAML JAZF1-AS1 KDM3A KIF2B KIR3DX1 KLHL3 KLK14 KRT78 LAMA3 LGALS3BP LHX4 LINC00158 LINC00623 LINC00658 LINGO1-AS1 LRRC15 LSR LY6E LYRM4-AS1 MAGEA4 MAGEC2 MEGF6 MGAT4C MIGA2 MINDY4 MIR34BHG MMP10 MOV10 MTERF4 MYO7A MYOCD MYOF NAPA NKAPD1 NLGN4Y NOG NRG2 OAS1 OAS3 OASL ODAPH OR2F2 OSR1 OVOL3 P2RY6 PARP12 PARP14 PARP9 PATE2 PHF11 PIK3C2G PLSCR1 PML PPM1H PPM1K PROKR2 PROSER2-AS1 PRRG2 PRX PSME1 PSME2 PTPN5 PTRH2 RBCK1 RHOF RIGI RNF213 ROGDI RUNX1T1 SCARA3 SH3GL1P1 SHISA8 SIRT5 SKP1 SLA2 SLC17A6 SLC22A24 SLC28A3 SLC5A2 SP110 SPATA17 SPINK1 SPINK2 SSR4P1 STAT1 STAT2 TBX5-AS1 TDRD7 TEX44 THEMIS2 THSD7B TLK2 TMEM186 TMEM200B TNFRSF11B TNFRSF4 TNFRSF8 TREX2 TRIM13 TRIM21 TRIM25 TRIM69 TUT7 TWIST2 UMODL1-AS1 USP18 USP42 VWA3B ZFP2 ZNF16 ZNF584 ZNF831 ZNRD2-DT GSE21546_UNSTIM_VS_ANTI_CD3_STIM_SAP1A_KO_DP_THYMOCYTES_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21546_UNSTIM_VS_ANTI_CD3_STIM_SAP1A_KO_DP_THYMOCYTES_DN ACP4 ADAM18 ADAM5 ADHFE1 ANKRD36BP2 ANOS1 APLF ARHGAP35 ASB15 ASTN1 BAALC-AS1 BCDIN3D-AS1 BEAN1 BLOC1S6 BMP7 BNIPL C11orf16 C16orf82 C22orf23 CA13 CALML5 CAV1 CBR3-AS1 CCL21 CCL28 CD83 CERNA1 CFAP65 CFC1 CHAT CHGA CITED1 CLEC4A CLTRN CNGA4 COL11A2 CPNE5 CRYGA CXCL2 CYP3A7 DANT2 DDX19B DGCR5 DLX5 DPEP2 DQX1 EFCAB12 ELMOD1 ENOX2 ENSG00000124835 ENSG00000230725 ENSG00000247228 ENSG00000248540 EPB41L2 ERICH6 ERLIN1 F11 F2RL3 FAHD2A FAM185A FBXL13 FETUB FZD10 GAL3ST2 GALNTL5 GAPT GJA1 GPRASP3 GPSM2 H4C2 HCG11 HEATR5B HEATR9 HES2 HOPX HPGD IL21R-AS1 IZUMO1 KAT7 KHDRBS2 KIF24 KIR2DS5 KLF15 KLK8 KLKB1 KSR2 LIN54 LINC00205 LINC00221 LINC00330 LINC00642 LINC00887 LINC00910 LINC02112 LPAR2 LPP-AS2 LRATD2 LRRC74B LUZP2 MAP10 MAPKAP1 MIEF2 MIR9-1HG MMP20 MMP25-AS1 MYH1 MYH3 MYOG NAA38 NAT8 NDP NECAP2 NIPAL2 NKRF NKX2-8 NR5A2 NSF NSMCE1-DT NUMBL OPN4 OPRK1 OR2L1P OR5AK4P OR5P3 OVOL2 PCDHB5 PELI2 PID1 PMEPA1 POC5 POM121L10P POU5F1P4 PPIL6 PRKD1 PRSS1 PSD2 PSORS1C2 RALGAPA1 REG1B RNF135 RNF152 RPGR SCN4B SCOC-AS1 SIT1 SLC17A3 SLC25A21 SLC25A44 SLC2A4 SLC6A5 SLC9A9 SMIM31 SOX21 SPACA3 SPATA8 SVBP SVOPL SWI5 TAS2R8 TBX1 TBX5 TEX38 TFAP2E THAP7-AS1 THAP8 TMCO5B TMEM196 TMEM235 TRAK2 TRAM2 TRIM64EP TRPV1 TTC28 UNC79 USH2A USP3-AS1 VHL VXN WFDC10B ZBTB46 ZBTB8B ZNF394 ZNF497 ZNF784 GSE21546_UNSTIM_VS_ANTI_CD3_STIM_SAP1A_KO_DP_THYMOCYTES_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21546_UNSTIM_VS_ANTI_CD3_STIM_SAP1A_KO_DP_THYMOCYTES_UP ABI3BP ACTA2 ADAM19 ADAMTS15 ADGRD1 ADM AIG1 AK9 AKAP6 AMOTL2 ANK2 ANO6 ANXA3 ARHGAP12 ARHGDIB ATAD1 ATP2B4 ATP6V1E1 ATP6V1G1 ATP9A BCAS3 BCLAF3 BDH2 BEX4 BMAL1 C18orf32 C5orf15 CADPS CAP2 CAPS2 CAVIN1 CCDC115 CCN1 CCNDBP1 CCNG2 CD59 CDK5R1 CDKN2B CFAP20 CFAP95 CLIP4 COX20 CPNE3 CREM CTTNBP2NL CXCL8 CYLD CYP26A1 DHRS3 DKK2 DTX4 EGR3 EMCN ERVFRD-1 EVA1A EXOC1 FAM13B FAM220A FAT1 FGD6 FGF1 FILIP1L FN1 FOXC1 FSD1L FSTL1 GAB2 GABARAPL1 GARNL3 GAS2 GBP3 GFRA1 GNAQ GNPTG GPR83 GPRASP2 GPRC5A GRB10 GTF2A1 H2AC6 H3C6 HIPK2 HMGCL HTN1 HTN3 IFI35 IFITM1 IFITM3 IFNAR2 IFT52 ITFG1 ITGA2 ITGB1 KDM7A KLF3-AS1 KLHDC8A KRT18 LANCL1 LINC00847 LMBRD1 MAP1LC3B MEAK7 MGST3 MKRN1 MLLT11 MMD MYH9 MYL12B NAP1L3 NAPB NCAM2 NMRK1 NREP NRG3 NT5E NUAK1 NUB1 OPTN OSTF1 OTUD1 PAPSS1 PELO PHLDB2 PICALM PIKFYVE PJA1 PKIG PLA2G12A PLPP6 PLSCR3 PRKCH PRORSD1P PRSS23 PSEN1 PTPN14 PTPRH RAB2B RAI14 RARA RASA1 REG3G RND3 RNF103 RUFY3 RWDD2A SAMD9L SCG5 SCN3A SCRG1 SERINC1 SERPINE1 SETX SH3BGR SKP1 SLC12A6 SLC30A9 SMIM14 SMIM3 SMYD3 SNN SPATA7 SRPX SST ST6GALNAC3 SULT1E1 SUSD6 SYNJ2BP SYT17 TAGLN TAGLN3 TDRP TGFB2 THBS2 TMEM140 TMEM144 TMSB15B TP53INP2 TPD52L1 TRAFD1 TRIM2 TRIM22 TRIM33 TUBB2A TUG1 UBE2A UCHL1 USP6 VAT1L WDR47 WNK4 YPEL5 ZNF419 ZNF540 ZNF627 ZNF711 ZNF784 ZNF879 ZSWIM6 GSE21546_WT_VS_ELK1_KO_ANTI_CD3_STIM_DP_THYMOCYTES_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21546_WT_VS_ELK1_KO_ANTI_CD3_STIM_DP_THYMOCYTES_DN ACAD9 ACTR3B ADAMTS3 ANP32B AP4B1 AP4E1 ASTE1 ATIC AURKB BCS1L BLM BRCA1 BRI3BP BUD13 CABLES1 CAMK4 CARD9 CASP3 CCDC136 CCDC150 CCDC167 CCDC59 CDC26 CDC45 CDCA4 CDCA8 CENPU CEP72 CEP83 CHAF1B CHERP CISD3 CLNS1A CMTM7 COPRS COX7B2 CTNNBL1 CYGB DCAF4 DCLRE1A DDX19A DDX23 DDX51 DHFR DHODH DKC1 DNTTIP2 DOK4 DPY19L2P2 DTYMK E2F8 EBNA1BP2 ECE2 EIF1AD EIF3B ELAVL1 ELOVL1 EMC8 ESS2 EXOSC5 FAM111B FAM133B FANCE FEN1 FGF14-AS2 FH FIGNL1 G2E3 GAR1 GLI2 GLO1 GNL3 GPATCH4 GPSM2 HADH HDAC1 HMGXB4 HNRNPD HSCB IPPK ITGA9 JADE1 KIF18B KLHL32 KLHL8 KTI12 LAMC3 LHFPL1 LINC01619 LLPH LTV1 MALSU1 MATN1 MCM2 MCM4 MCM6 MFAP2 MFF-DT MIS18A MRM3 MRPL37 MRPL58 MRPL9 MRPS18B MRPS2 MRTO4 MTHFD1 MUTYH MYF6 MYO19 NAA15 NAA38 NAF1 NCAPG2 NLE1 NOC3L NR2F2 NRF1 NRM NSRP1 NTAQ1 NUP43 NUP85 NUP88 OLFM1 PHF19 PIK3CB PLD6 POLD2 POLD3 POLQ POP7 PPARGC1B PPIF PPIG PRKAR2A PRPF4 PSMB6 PSME3 PSRC1 PTPN5 PXMP2 RBMX2 RGS10 RHNO1 RIOK1 RMI1 RPL5 RRM1 RSC1A1 SCART1 SEPHS1 SERTAD4 SIK2 SIX3 SLC29A1 SLC37A4 SLC39A3 SLC6A3 SMC5 SNORD114-3 SNRNP25 SNRPA1 SPAG5 SSX2IP ST3GAL4 STK39 SUV39H1 TARBP2 TBC1D2B TBC1D31 TCF19 TEDC2 TENT4B TET1 THAP11 TICRR TJAP1 TLE1 TMEM109 TMEM115 TOR3A TTI2 TUBG1 TXNDC12 TXNRD3 UBE3C UBE3D UNG UTP14A WDFY4 ZNF100 ZNF318 ZNF398 ZNF788P ZWILCH GSE21546_WT_VS_ELK1_KO_ANTI_CD3_STIM_DP_THYMOCYTES_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21546_WT_VS_ELK1_KO_ANTI_CD3_STIM_DP_THYMOCYTES_UP AAMDC ABCB9 ABL2 ADGRB2 ADI1 ANAPC15 ARAP2 AREG ARHGAP21 ARL3 ARL4D ARL5B ASB15 AZI2 BCL6 C12orf56 CALR3 CCDC124 CCDC71L CD207 CELA3B CELF6 CFAP53 CHEK1 CHKA CHORDC1 CHRD CISD3 CISH CLK3 COPG1 CRHR2 CSRNP1 CSTA CTSW CYB5RL CYP11B2 CYP24A1 DARS1 DCTD DDX6 DIO1 DNASE2B DOC2B DOK3 DPH3 DTNB DUOXA1 DUSP16 DUSP2 DUSP8 EGR1 EIF2B2 ERAS ERF ERG EVC EXOC5 FGD6 FGF21 FGF3 FIBCD1 FLACC1 FNTA FOSB FOXN1 GADD45B GALNS GAS8 GATA2 GCDH GEM GFUS GKAP1 GLIS1 GNAZ GPNMB GPR26 GTSF1 H2AJ HBG2 HBS1L HERPUD2 HIKESHI HPS1 HSCB HSPA2 HSPD1 HSPE1 HSPH1 HTATIP2 IL17RA IRX3 IRX5 ITGB1BP1 JADE3 JAM2 JARID2 JSRP1 JUNB KANSL1 KCMF1 KIF9 KLHL28 KRT32 LAMA3 LEF1 LGALSL LINC01160 LSAMP MANBAL MAP1LC3A MAP1LC3B MARCHF4 MARCKSL1 MARVELD3 MCTS1 MLLT11 MRPL20 MRPL42 MTMR1 NDUFAB1 NFKBID NPAS1 NR4A1 NRAS NUDT5 OGA PCNP PDLIM2 PGF PHOSPHO1 PIGO PIM1 PINK1 PITHD1 PLEKHH2 PLPPR1 POU5F1 PRDM4 PROSER1 PSMD2 PTPN1 PWWP2B QPCT RAB2B RALYL RBBP5 RBM12 RBM33 RDH10 RTCA RYR2 SARAF SATB1 SDHA SERF1A SETD1B SH3BP2 SLC13A4 SLC5A11 SLC5A2 SLC66A2 SLCO1B3 SNAPC5 SRD5A2 SRF SRXN1 STPG4 SVIP TAGLN3 TAT TBCK TCFL5 TDP1 TLR9 TMEM132D TMEM200A TMEM223 TNFRSF25 TOB2 TOX2 TP53BP2 TRPV6 TUBB2A UBE2F UBE2G2 UBL3 UBP1 UBXN8 USP15 VKORC1 VLDLR VWA8 WDR83OS XRCC5 ZFAND2A ZNF469 ZNF623 ZNF703 GSE21546_WT_VS_ELK1_KO_DP_THYMOCYTES_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21546_WT_VS_ELK1_KO_DP_THYMOCYTES_DN ABHD8 ACAP3 ACBD7 ACSBG2 ACTL6B ADAP2 ADCY9 ADPRH AIFM1 AIP AKIP1 ANKRD54 ARFIP2 ARSI ASPHD2 ASRGL1 AURKAIP1 BCKDK BICRAL BRIP1 C12orf50 C19orf12 C1orf198 CAMKK1 CCDC102A CCDC28A CCDC92 CCNDBP1 CCSAP CD200R1L CD3E CDC123 CDC6 CDCA7L CDKL1 CEL CHD6 CHRNA3 CHRNA6 CHST8 CLCA4 CMKLR1 CMTM7 COA4 COPS5 COQ10A CRYL1 CTBS CTRL CTXN1 CYB561D2 CYP11B2 CYP19A1 DCAF15 DCTN2 DCTN3 DGKZ DICER1 DIO1 DLG3 EFNB2 EGFLAM ELMO3 FAF1 FAIM2 FCN1 FCSK FEZ1 FFAR4 FGF5 FLRT1 FMO4 FOCAD FRA10AC1 GALNT9 GCDH GDE1 GDF11 GLE1 GPLD1 GPR20 GRHL2 GRIN2B H2AC25 HAGHL HIGD1C HLA-DOA HMG20A HMGXB4 HPS4 HTATIP2 HYPK INHA INSC INTS10 IRX3 ITGB1BP1 JAM3 KCNF1 KIF20A KIF22 KRCC1 KRT7 KRT82 KRTAP20-2 LPO LSM14B MACO1 MAP4K3 MARVELD3 MATCAP1 MED30 MEDAG MEIS2 MGAT2 MIER3 MKNK2 MOK MON1A MORN2 MTSS1 MUL1 NCBP2AS2 NCOA2 NDRG3 NDUFS1 NIPAL3 NXPH4 OPRM1 OSR1 PDCD6 PDLIM2 PEAR1 PFN4 PGRMC2 PIP4K2A PLB1 PLEKHH2 PNPLA3 PRKACA PRKAG2 PRRC1 PRRX2 PRUNE1 PTGES3 RAD51AP1 RAMAC RBMS2 RELL1 RHBDD3 RNF112 RNF167 SCNN1A SDF2L1 SDHA SDR42E1 SELENOM SERPINA12 SH3BP5L SHLD1 SLC12A8 SLC1A2 SLC25A38 SLC32A1 SLC4A11 SLC6A5 SMCO1 SMPD1 SNAPC5 SNX17 SPPL2B SPSB3 SSPN STYXL2 SYPL1 TCAF1 TCEAL9 TEDC1 TLE6 TMEM121B TMEM17 TMEM205 TMEM72 TMUB2 TNP1 TSPAN3 UBE2G1 UBE3D ULK2 UPK2 USP15 USP17L2 VPS16 VRK2 WBP4 WEE2 YIPF7 ZBTB11 ZNF385C GSE21546_WT_VS_ELK1_KO_DP_THYMOCYTES_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21546_WT_VS_ELK1_KO_DP_THYMOCYTES_UP AAMDC AAMP ABCA2 ABCC1 ABCC4 ABHD11 ABHD16A ABHD4 ACER3 ADAM17 ADARB2 ADCY7 AMH ANGPT1 ANKH ARHGAP6 ATG9B ATP6V0A1 BAHCC1 BTNL9 C15orf61 C19orf48P CCDC40 CD44 CD8B CDK10 CHEK2 CHST11 CLEC3B CLN6 COG4 COL1A2 COMP COPRS CRYZ CTBP2 CTSF CTTN CXCL6 DCTN6 DDHD2 DDX4 DIPK1A DLX3 DMAC2 DOCK5 DRD4 DSP EEF1AKMT1 EEF1B2 EXOC6 FADD FAM120C FAM168A FDX1 FKBPL FLOT1 FOS FOXO4 FRMD4A FRRS1 G6PD GAA GALNT6 GCNT1 GDE1 GDPD3 GET1 GNG12 GP9 GPX1 GSS GSTA3 GSTO1 GYG1 HARBI1 HNMT HSD3B7 HSPBAP1 HYAL2 IKZF2 IL31RA IMMP2L INTS9 IRAK2 IRF7 IRF9 KCTD14 KLHDC2 LDHC LETMD1 LIPT2 LMAN2 LMBR1 LMF1 MACROD1 MAFG MANBA MCEE MED22 MESP1 MID1 MIDEAS MMP17 MPP7 MRPL48 MYOZ3 NFE2 NIBAN2 NINL NKX2-6 NLGN1 NME8 NOTCH2 NPRL3 NRXN1 NTPCR OAS2 OMA1 ORAI3 OTP P3H1 PCNX2 PEX11A PLEKHA6 PSPN PTER PTGER3 QPRT R3HDM4 RAB37 RAB38 RBM45 RGS18 RNF149 RPL10 RPL32 RPS10 RPS23 RSAD1 RSAD2 SAMHD1 SARAF SARS2 SERPINE2 SETD4 SGSM2 SIX5 SLC10A3 SLC22A14 SLC22A4 SLC39A11 SMO SMOX SPNS2 SSC5D SSR4 ST6GALNAC4 ST8SIA5 STK19 STK32B STX3 SUOX SVIP SYCE2 SYNGR2 SYNJ1 TADA3 TBC1D24 TCEA2 TMBIM1 TMC8 TMEM204 TMEM40 TMEM87A TMUB1 TNS1 TOR1B TPK1 TPRA1 TRPV2 TTC3 TUSC1 UNC13D VAMP8 VEGFB VKORC1 VPS26B VPS37B VWA3A WASF3 XRCC2 YBX3 ZBTB16 ZBTB45 ZNF205 ZNF395 ZNF623 ZNF839 GSE21546_WT_VS_SAP1A_KO_AND_ELK1_KO_ANTI_CD3_STIM_DP_THYMOCYTES_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21546_WT_VS_SAP1A_KO_AND_ELK1_KO_ANTI_CD3_STIM_DP_THYMOCYTES_DN ABHD14B ABL2 ACP3 ACY3 ADAM19 ADAM9 ANKFY1 APBB1 ASF1B ATP1B1 BCAT1 BCL7A BLNK BMAL1 BMF BUB1B BUB3 C3orf70 CACNA2D1 CAPSL CCDC38 CCNA2 CD38 CDC25B CDKN2C CDKN2D CDKN3 CENPF CERK CPM CRIP1 CSGALNACT1 CTNNAL1 DCK DDC DDX19A DESI1 DMTF1 DNAJC21 DUBR DYNC2H1 DYRK2 E2F2 EBF1 EDARADD EFHD1 EHMT1 EIF2AK3 ELL3 ELOF1 ELOVL6 ENDOU ENPEP ENPP6 ENSG00000267882 ENTPD1 ENTPD5 EPS8 ETHE1 FAM193B FAM53B FBXL12 FBXL14 FCRLA FRG1 FRYL GBP2 GFRA1 GFRA2 GIMAP1 GIMAP5 GLUL GPAM GPAT3 GPD1L GSTT2 GTSE1 HASPIN HDDC3 HES5 HIVEP2 HIVEP3 IER5 IGKC INPP5A IRAG2 IRF4 IRS1 ISCU ITPR2 JCHAIN KIF23 KLF7 KLHL28 KMT2A KMT2E LAMC1 LEF1 LIG4 LRCH1 LY6D MAGI3 MCCC1 MINDY2 MPHOSPH8 MPRIP MREG MROH2A MTOR MYBPC2 MYO1C N4BP2 NABP1 NCAPD2 NDE1 NIBAN3 NRF1 NT5DC3 OXR1 PARP3 PBXIP1 PCMTD1 PDE3B PDE9A PDS5B PHLPP1 PIF1 PKIG PLK1 PLPP3 PPM1E PRKCA PRKCB PRKD2 PRR15 PTGR1 PXK RAB3IP RAG2 RAI14 RELB RFLNB RFTN2 RHOA RNASE4 RPL3L RRAS2 RRM2B RSPH9 RXFP1 SAPCD1 SCN4B SDC4 SEMA3G SERTAD4 SGK1 SGO2 SHB SIPA1 SIT1 SLAMF6 SLAMF7 SLC15A3 SLC35F2 SLC37A2 SMARCA4 SMOC1 SMTNL2 SNN SPATA5L1 SPEF1 TBC1D17 TEDC1 TGFBR2 TLR4 TMEM131L TMEM132E TMEM263 TMEM91 TNFAIP3 TNFSF10 TOP2A TP53I11 TRIM11 TSPAN13 TTLL11 TTPAL UACA UBAC2 UBE2C UBL5 UCP2 VEGFA ZAN ZBTB2 ZFP69 ZNF143 ZNF483 ZNF821 GSE21546_WT_VS_SAP1A_KO_AND_ELK1_KO_ANTI_CD3_STIM_DP_THYMOCYTES_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21546_WT_VS_SAP1A_KO_AND_ELK1_KO_ANTI_CD3_STIM_DP_THYMOCYTES_UP ABCB1 ACTG2 ADAM19 ADD3 AHR AIG1 AKAP6 AMN1 APC ARL6IP5 ARSA ATAD1 ATP9A ATRN BEX1 BEX4 BMPR2 BNIP3L BTG2 CADPS CALCB CASC15 CCDC68 CCNA1 CCNDBP1 CCNG2 CDRT4 CEBPD CEMIP2 CFI CLASP2 CLIP1 CLIP4 CLK1 CMAHP COL1A1 COX20 CPAMD8 CPVL-AS2 CREM CTTNBP2NL CYB5R1 CYLD CYP26A1 CYP3A5 DDC DKK2 DNAJB6 DUSP1 DYNC1I2 DYNLRB1 EDA EHD3 EXD2 EXOC1 FAM13B FGD6 FIG4 FOXC1 FRAT1 FREM1 FSD1L FSTL1 FSTL3 GDPD1 GPNMB GPRASP2 GRB2 GSDME H2AC6 H3C6 HBP1 HDC HOXD1 HOXD10 HOXD11 HSPB8 HYI IFI16 IGFBP6 ITFG1 ITGB1 ITPRIPL2 KCNN4 KDM5B KIDINS220 KIF5A KIFAP3 KLF3-AS1 KRT18 LCP1 LINC00622 LINC00654 LINC01587 LINC02381 LINC02458 LMOD1 LRRN3 LSAMP LTBP1 MAGEH1 MANBA MGST3 MIR137HG MMD MPDZ MTMR9 MYADM MYH9 MYL12B NAP1L2 NAP1L3 NAPB NCOA4 NCOA7 NEDD9 NREP NUDT9P1 OFCC1 OLFML3 OPTN OSBPL10 OSTF1 OTUD1 PCDHB10 PCDHB14 PDP1 PELO PGM2L1 PICALM PIK3R1 PLAT PLPP6 PRKACB PRKCH PRSS16 PSEN1 PTPN21 PTPRH RAB27B RAB2A RAB39B RAB6B RALB RASA1 RASD1 REEP1 RND3 RTN1 RUFY3 SAMD9L SCYL2 SERINC1 SMAGP SMARCA1 SMDT1 SMIM3 SNX16 SNX30 SOCS6 SPIN1 SPRY1 SSTR2 SUOX SWT1 SYT1 SYT17 TAGLN TAGLN3 TBCK TMED10 TMEM140 TMEM238L TMEM30A TPRG1L TRAPPC2 TRAPPC8 TSC22D1 TSPAN7 TTC30B TTC8 TUG1 VAT1L VCL VPS13D WARS1 WDR47 XYLT1 ZCCHC12 ZNF155 ZNF177 ZNF25 ZNF540 ZNF627 ZNF641 ZNF664 ZNF703 ZNF711 ZNF793 GSE21546_WT_VS_SAP1A_KO_AND_ELK1_KO_DP_THYMOCYTES_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21546_WT_VS_SAP1A_KO_AND_ELK1_KO_DP_THYMOCYTES_DN ABCG1 ACOX1 ADGRA2 ADGRL4 AFF3 AGO1 AGPAT4 AKAP7 AMOT ANKRD50 ANKRD6 ANTXR2 APBB2 ARHGAP23 ARHGAP29 ARHGAP30 ARHGEF7 ARID4A ARMCX1 ATP10D ATP6V1G1 ATP8B2 AXL BACH2 C11orf54 C1orf43 CAMKK1 CAND2 CASP12 CCL4 CCND2 CDH5 CDK19 CELF5 CEP68 CERS4 CHEK2 CHRNB1 CLN3 COBLL1 COL4A1 CREBRF CSAD CSGALNACT1 CSNK1G3 CSRNP1 CXXC5 CYP4V2 CYRIA DCUN1D1 DDAH2 DOK2 DTX3 EPC1 ERG ESAM EXPH5 FBXO5 FCHSD2 FNBP1 FNBP1L FOXO3 FRY FSTL1 GCH1 GDI1 GIMAP1 GIMAP5 GIMAP6 GIMAP7 GIMAP8 GPR4 GRAMD1B GRAMD4 GRAP GTPBP2 H1-0 HGF HLF HMG20A HMGA2 HOXA5 HOXA9 IDUA IFI44 IGIP IL17RE IL2RG IRF1 IRF6 ITIH5 KANK2 LAPTM4B LRRC28 LRRC4C LRRC8C LRRCC1 LSM14A LUZP1 MAGEH1 MAMDC2 MAP4 MDC1 MECOM MEG3 MFHAS1 MMP2 MPL MRTFB MTMR12 MYLK MYO5C MYOM1 NFIA NHLRC3 NIBAN2 NR2C1 NRIP1 PAK6 PARD3B PARD6G PARP14 PDCD1LG2 PEAR1 PHACTR4 PHC1 PHLPP1 PHTF2 PIANP PITPNC1 PKD1 PLCG1 PLEKHA2 PPP2R5C PREX1 PRKD3 PROCR PTGS1 PTPRK RAB11FIP5 RASAL2 RBM33 RBM47 RCBTB2 RETREG1 RETREG3 RHBDF1 RIGI RNF149 RNF213 RPS6KA5 SASH1 SEMA3D SESN1 SH2D5 SH3BP5 SIRT3 SLC12A2 SLC12A7 SLCO2A1 SOX18 SPOPL SPRED3 SRGAP3 ST3GAL1 STIL STXBP4 SYNE4 TAMALIN TBC1D1 TCF4 TCF7L2 TEAD2 TJP2 TLE2 TMCC1 TMEM154 TMEM269 TNIK TOR4A TP53INP1 TRIM25 TRIM68 TSC1 TSC22D1 TSPAN14 TTC28 TTC3 UTRN VLDLR VNN1 ZFAND6 ZFHX3 ZFP69 ZIC1 ZNF266 ZNF467 ZNF608 ZNF623 ZRANB3 GSE21546_WT_VS_SAP1A_KO_AND_ELK1_KO_DP_THYMOCYTES_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21546_WT_VS_SAP1A_KO_AND_ELK1_KO_DP_THYMOCYTES_UP ABCB1 ABCC1 ACKR2 ACOD1 AGRP ANKRD33B ANKRD7 ANO6 ATMIN ATP11C ATP7A AVPR2 AXDND1 AZI2 BCR BIRC2 BMAL1 C14orf28 C4orf54 CACNB3 CAMK2A CASP8 CCAR1 CCL13 CCL4 CCL5 CD37 CDV3 CEMIP2 CEP170 CEP43 CH25H CLDN23 CLINT1 CMIP CMPK2 COG3 CSF2 CYBB DBN1 DCLRE1C DCP1A DDI2 DENND1C DENR DLD DNAJA2 DUSP16 EBI3 EDF1 EIF6 ENPP4 ESYT2 FAM135B FAR1 FBRSL1 FCF1 FGF7 GBP7 GLRX GPR84 GRHL3 GSAP GSDMD GTSF1L GYS1 HAS1 HELZ2 HIVEP3 HMGA2 HOMER1 HSD17B12 HSF4 IBTK ICAM1 IFIH1 IFIT1B IFIT2 IFIT3 IFRD2 IKBKE IL15RA IPMK IQGAP3 IRAK1BP1 ITPKB IWS1 JUNB KCNQ5 KDM3A KDM3B KRI1 KRT33A LAMB1 LBP LCN2 LHFPL2 LITAF LRP2BP LRRC3B LZTFL1 MAP3K8 MARVELD2 MEPCE METTL13 METTL14 MFSD4A MGAT4B MICALL2 MMP1 MPL MT1E MYO3B NAB1 NBEAL2 NFE2L2 NFKB1 NFKBIA NFKBIB NFKBID NFKBIE NMNAT2 NR3C2 NR4A2 OC90 OR52N4 PADI4 PAN2 PARP9 PIK3R5 PILRA PLCB4 POLR1B POLR2A PPFIA3 PTGES PTPN1 RAB20 RAP1B RAPGEFL1 RBBP5 RBFOX3 RBM6 RBPJ RCCD1 RELB RFFL RGS19 RHBDF2 RHOB RIGI RIOX2 RNF19A RTP4 SERTM1 SETX SHISA3 SLC15A3 SLC2A6 SLC35D2 SLC6A7 SLC7A7 SMAD4 SMG1 SNX18 SQSTM1 STARD5 STAT2 STIP1 STK40 TAGLN2 TAX1BP1 TBC1D1 TBL3 TCIRG1 THEMIS2 TIRAP TMEM132E TMEM185A TMEM47 TMEM63A TMEM71 TNFRSF17 TOR3A TRAF3IP2 TRIM21 TRIM32 TTC21A TUT1 UBQLNL UPP1 XAF1 YTHDC1 ZBTB7C ZEB2 ZIM3 ZMYND15 ZNF263 ZNF646 ZSCAN29 GSE21546_WT_VS_SAP1A_KO_ANTI_CD3_STIM_DP_THYMOCYTES_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21546_WT_VS_SAP1A_KO_ANTI_CD3_STIM_DP_THYMOCYTES_DN AASDH ABCC1 ADAM19 ANKRD12 APBB3 APOBEC1 ARHGAP1 ARPP21 ARRDC1 ART3 ARV1 ASH1L ATG16L2 ATP10B ATP11C ATP8B4 AVL9 BATF2 BTRC C17orf80 C8orf48 CCAR1 CCDC102A CCDC51 CENPJ CEP85 CHM CKAP4 COL6A5 CPNE1 CREBBP CRKL CUL1 CXCL3 CYBB DCLK3 DLD DNAJA2 DNAJC28 DYNC2I1 ELAPOR2 ERAL1 ESS2 EXOC4 FADD FBRSL1 FBXL19 FGD4 FGF7 FOXM1 FSCN1 FUS FUT10 GADD45A GEN1 GLCE GLRX GORASP1 GRIA3 GRWD1 GTF2H3 H2AX HCFC1 HEXIM1 HEXIM2 HNRNPUL2 HPS3 HPS4 HSDL1 HYAL2 IFIH1 IFIT1B IKBKE IL1RAP ING2 IQGAP3 ITM2B IWS1 KDM4A KDM4B KLHL10 KLHL18 KLHL2 LACC1 LGALS1 LMO2 LRIF1 LRRC28 LRRC42 LYST MCM9 METAP1 METTL18 METTL3 MIB1 MINDY1 MKNK1 MLH1 MLST8 MRPL50 MTHFD1L NAA40 NCOA6 NFE2L2 NFKB1 NOL4 NR3C2 NRDE2 NUDT12 ODF1 OR52A1 ORC5 PARP14 PARP8 PEX16 PIAS1 PIGM POT1 PRAP1 PRPF8 PTGDR PTGES PTPN2 PTX3 PWP1 QRICH1 RABEP2 RANBP6 RAP1B RFX1 RHBDF2 RMND5B RNF34 RPP40 SAMD9L SCYL3 SFT2D3 SHLD1 SHMT1 SHPRH SIPA1L3 SLC15A3 SLC16A9 SLC1A4 SLC36A1 SLC52A2 SLCO2A1 SLFN13 SMUG1 SNAPC2 SREBF1 SRP54 STARD9 STK36 STXBP3 SUSD6 SYT4 TAB1 TAFAZZIN TAP2 TCEANC2 TCTN3 TEX44 THSD7A THUMPD2 TIAM1 TLR2 TMEM165 TMEM87B TMX4 TNFAIP8 TNFSF9 TOR3A TRAPPC10 TRIM45 TRIM60 TSPOAP1 TTC30B UBA6 URI1 USP18 USP32 USP34 VDR WDR11 WDR20 WDR24 WDR89 ZC3H10 ZC3H4 ZC3H6 ZCCHC18 ZMYND15 ZMYND8 ZNF207 ZNF473 ZNF483 ZNF569 ZNF638 ZWINT GSE21546_WT_VS_SAP1A_KO_ANTI_CD3_STIM_DP_THYMOCYTES_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21546_WT_VS_SAP1A_KO_ANTI_CD3_STIM_DP_THYMOCYTES_UP ACTN2 ADSS1 AIMP2 AKR1C3 ALAS1 ALDOA ALG10 ANP32E ANTXR1 ANXA3 AOAH AREL1 ARHGEF19 ARL6IP4 ATF2 ATP6V1C1 ATP8B4 B4GALNT1 BAG3 BCAS1 BHLHA15 BRI3BP C14orf119 C4orf19 CAMKV CD69 CD8A CEACAM21 CELSR3 CERS6 CFAP65 CFB CHSY1 CISD3 CLCNKB COL5A3 CRY1 CSF2RA CST7 CTSG CYB5R4 DAD1 DBX2 DDX18 DDX21 DMKN DNAJB11 EBNA1BP2 EDEM1 ELANE EMC4 ENO1 ENSG00000250803 ERLIN1 ERN1 F10 FAM90A13P FCGR2A FCGR2B FGL2 FUCA2 GALNS GATAD2A GJB1 GLRX GMPS GNG12 GORASP2 GPR160 GPR83 GRPEL1 GSTM5 H2AC18 H2AJ H6PD HAPLN2 HEPACAM2 HERPUD1 HIF1A HK3 HSD11B1 HSPA2 HSPA5 HTR1F IDH1 IFT57 IGSF6 KATNBL1 KDELR2 KPNA1 KRTAP11-1 LDHB LRG1 LRP3 LYG2 MANF MAP3K14 MARS2 MCU MEGF9 MIR22HG MOGS MPO MRAP MRPL35 MRPL37 MS4A3 MSRB1 MST1 MTFP1 MTR MXRA7 MYDGF NAPEPLD NCALD NDUFS6 NECTIN3 NKG7 NOL6 NOL8 NOMO1 NOP10 NT5C OLA1 OLR1 OTOF P4HB PABPC4 PAPSS2 PDCD4 PDIA5 PFAS PFKP PGK1 PLAC8 PLP1 PPEF2 PPM1F PPP1R14D PPP2CB PRKAR2A PRTN3 PSTPIP2 PTGR1 QTRT1 RAB11FIP4 RAB21 RAPGEF3 RASGRP2 RETSAT RFLNB RGS4 RHOJ RIMBP3C RNF185 RNF217 ROR2 RPS6KA2 S100A9 SAP18 SEMA4A SERPIND1 SGTA SLC22A4 SLC25A16 SLC25A18 SLC33A1 SLC34A1 SNRNP35 SOS2 SPACA7 SPAG8 SPNS3 SPRYD4 SRGN SRM SSR2 STOM SVIP TALDO1 TBRG4 TENT5A TEX2 TLR4 TMED3 TMEM147 TMEM167A TMX4 TNK2 TRIM45 TRNT1 TUBB3 TYROBP UBASH3A UBD UBE2A VANGL1 VPS53 WNT7B ZNF385C GSE21546_WT_VS_SAP1A_KO_DP_THYMOCYTES_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21546_WT_VS_SAP1A_KO_DP_THYMOCYTES_DN ACRBP ACTR3B ADGRA3 AHCTF1 AMFR APMAP ARIH2OS ASB1 ASB9 ATMIN ATP12A ATRNL1 AWAT1 BCLAF1 BLOC1S3 BMP2K BRD9 BTBD7 BTBD9 C17orf50 C2orf81 CABLES2 CABP5 CBFB CCNDBP1 CCNE1 CCNY CEP78 CERK CFAP157 CFAP69 CLLU1 CRYAB CSN2 CTC1 CXCL2 DCAF13 DCAF4 DHDDS DHX38 DUBR EGR3 EIF3B EIF4H ENSG00000255537 ENSG00000291211 ENTPD7 EP400P1 ETF1 FABP4 FAM131B FAM172A FAM98C FAM9A FETUB FHL2 FITM2 FLJ16779 FSTL4 GAREM1 GFOD1 GLB1L GOLT1A GPAT3 GPATCH11 GRB10 H3C2 HARS1 HCN1 HLF HNRNPA0 HPS6 HSD3B1 IFNA6 KCNJ3 KCNK12 KLHL21 KLHL32 KLHL35 KRCC1 LETR1 LHX6 LIG1 LINC00052 LINC00310 LINC00319 LINC01095 LINC02871 LONRF1 LPAR3 LRP12 LRPAP1 MAFB MCM5 MMP20 MMP25-AS1 MPI MRGPRX1 MYL2 NEPRO NIPA2 NMT2 NR2F2-AS1 NTAQ1 NTRK2 NTSR1 ODC1 OLFM4 OR5E1P PDE6H PHLDA3 PIK3C2B PIK3CB PKNOX1 PLA2G12A PLD6 POC1A POLR2D PPIF PPP1R3E PPP4R1 PPP6C PRAMEF11 PRKAR2A PRKCA PRR19 PRSS16 PSAT1 PSD2 PSEN2 PSG1 PTPN5 PURPL RGS19 RGS2 RPL5 RPS6KA1 RSC1A1 SBNO1 SEL1L SEPTIN12 SFT2D3 SH2D5 SH3D19 SH3GL2 SHOX SIK2 SKI SLC23A1 SLC25A35 SLC26A2 SLC44A5 SLFN11 SLIT2-IT1 SMARCE1 SNX30 SNX8 SORT1 SOS2 SRGAP3 ST20-AS1 SUMF1 SUV39H1 SYCE1 TAS2R4 TCF3 TCF7L1 TDRD5 THBD TIMM23 TLCD4 TLR8-AS1 TMEM168 TRA2B TRAF1 TRBC1 TRIM37 TRNAU1AP TUBB6 UBE2Q2P13 UBE4B URB1 VPS36 WDR1 WNT5B ZBTB11-AS1 ZC3H13 ZFR2 ZMYND11 ZNF318 ZNF473 ZNF507 ZNF549 GSE21546_WT_VS_SAP1A_KO_DP_THYMOCYTES_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21546_WT_VS_SAP1A_KO_DP_THYMOCYTES_UP ABHD2 ADAR ADGRG6 ADRA2A AGTRAP AKAP6 ANGPT2 ANKFY1 ANKIB1 ANKRD55 APOL1 APOL2 ARSD ATP2B4 B2M B3GALT5-AS1 BATF2 BAZ1A BCL2L13 BDH2 BIRC2 BLTP3A BST2 BTN3A1 BTN3A2 BTN3A3 C4orf33 CALCOCO2 CASP1 CASP7 CD274 CDK5RAP1 CHRAC1 CILK1 CMPK2 CMTR1 CRYZ CSNK1G1 CSRNP1 CX3CL1 CXCL10 CXCL11 CYLD DDX60 DDX60L DHX58 DNAJA1 DNAJC13 DNPEP DTX3L EHD4 EIF2AK2 EIF2S2 ENSG00000229727 ETV7 FAM111A FMR1NB GABRA2 GBP1 GBP3 GMPR GNB4 GNL2 GPRC5A GSG1 GUCD1 H1-9P HEG1 HELZ2 HERC6 HLA-B HLA-C HLA-E HLA-F HLA-G IFI16 IFI27 IFI35 IFI44 IFI44L IFIH1 IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 IFITM2 IFITM3 IL13RA2 IRF1-AS1 IRF2 IRF7 IRF9 ISG15 KEL LAP3 LGALS3BP LIMA1 LINC01091 LINC01101 LNPEP MIR770 MOV10 MSX1 MT1G MT1H MT1HL1 MT1X MT2A MX1 MX2 MYD88 NECTIN2 NLRC5 NMI NRG2 NUB1 OAS1 OAS2 OAS3 OASL OGFR OPTN PARP12 PARP14 PARP9 PATL1 PFKFB3 PHF11 PLSCR1 PML PNPT1 PPM1K PRKD2 PRPF3 PSMB8 PSMB9 PSME1 PSME2 PSMG2 RABGEF1P1 RBCK1 RBM43 RIGI RNF13 RNF213 RSAD2 RSPO1 SAMD9 SAMD9L SAMHD1 SAT1 SCAMP1-AS1 SERPINE1 SERTAD1 SHFL SIDT2 SLC25A28 SNX25 SOX9 SP110 SPATS2L STAT1 STAT2 SYNJ2BP TAP1 TAP2 TAPBPL TDRD7 TENT5A TEX36-AS1 THEMIS2 TJP1 TMEM140 TRANK1 TRERF1 TREX1 TRIM14 TRIM21 TRIM22 TRIM25 TRIM26 TRIM38 TRIM5 TRIM56 TRIM69 UBASH3A UBE2D2 UBE2L6 USP18 VAMP5 VEZF1 WDR25 XAF1 ZC3HAV1 ZNF879 ZNFX1 GSE21670_IL6_VS_TGFB_AND_IL6_TREATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21670_IL6_VS_TGFB_AND_IL6_TREATED_CD4_TCELL_DN ADAM17 ADARB2 ADORA2B ADRA1B ADRA2C AJAP1 AKAP14 AKAP6 ALDH1A2 ANKRD6 AP3S1 APOH APOM ARF5 ASS1 ATG9B B3GNT4 BNIPL BRINP1 BSND BUB1B C17orf99 C6orf118 C7orf50 CARF CCDC88C CD40LG CDA CDK2AP2 CDK5RAP2 CEL CFAP69 CHRDL2 CLEC3B CNGA1 CNN3 CORT CREB3L3 CTSB CUBN CYLC2 CYP17A1 CYP2B6 DBN1 DDOST DGKB DGKE DICER1 DTL ECT2 EIF1AD EIF4A1 EPHX4 ERCC6L ERP29 ETNPPL FAM216B FBLN2 FOXN2 FOXN4 FUZ GCM1 GDF15 GEN1 GJB2 GORASP2 GP2 GPR27 GTSE1 GTSF1L HHATL HOXB13 HSPA8 HSPB2 HSPBAP1 IDO1 IFITM10 IL31RA JMJD7-PLA2G4B KCNE3 KIF1C KNSTRN LACTBL1 LAMP1 LDHC LIMCH1 LRP8 LSM12 LTBP1 LY6G6C LY6H MAD1L1 MAOA MARCO MAT1A MB MCM3 MCM4 MCM6 MDM1 MEP1B METTL6 MORN3 MSRB1 MT3 MYT1L NAA16 NCAPD2 NCAPG NCLN NDC80 NEFL NF1 NFKBIB NIN NME8 NMRK2 NPM3 NRG3 NT5E NUBP1 NUDT22 NUP107 NUP188 NXT1 OPN1LW PCNX2 PDIA4 PELO PEPD PGAM2 PI15 PIGV PLIN5 PMFBP1 POLR3K PRIM2 PRR11 PSMD13 PTH2 RAB30 RAD51AP1 RASD2 RBBP8 RBP7 REG4 RGR SAP30 SCTR SDF2L1 SEMA3B SERPINB12 SHROOM1 SIGMAR1 SLC15A4 SLC1A6 SLC26A7 SLC7A13 SLIT1 SMARCA5 SMARCE1 SMIM12 SNRNP35 SNRPB2 SNRPF SNX9 SP5 SPAG5 SRD5A3 SRPK3 SRSF9 STOML3 STRA6 SUZ12 SVIP TACC3 TBCK TCAP TEKT2 TEKT3 TMC8 TMEM192 TP73 TPCN1 TRIP13 TXNDC11 UBE2C UBE2S USP14 VSIG1 WASF3 WBP4 WDR70 WDR76 ZDHHC15 ZGLP1 ZNF446 ZNF474 ZNF786 ZNF830 GSE21670_IL6_VS_TGFB_AND_IL6_TREATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21670_IL6_VS_TGFB_AND_IL6_TREATED_CD4_TCELL_UP AAK1 ACTL6A ACTN1 ACY1 ADA2 ADGRE1 ADSS2 AGPAT5 AOAH APBA2 ARHGEF11 ATF6 ATP10A ATXN10 BAG3 BCL9L BMP2K C16orf74 C1QBP C3orf52 C9orf72 CACUL1 CALB1 CCDC85B CCR7 CD28 CD48 CELF2 CFAP97 CMTM7 CNIH2 COX16 COX6C COX7C CREBRF CRLS1 CTSO CXCL10 DBI DGKA DNAJB13 DYRK2 EEF2KMT ENSG00000290755 ERP27 FBXW8 FCMR FHIT FPGS FUCA1 FYB1 GABRB2 GABRG1 GALR3 GCLC GIMAP2 GIMAP6 GIMAP8 GLRX GMFG GPA33 GPR88 GTF3A HEBP1 HSD17B11 IFITM1 IFITM2 IFITM3 IFNA5 IL36A IPCEF1 ITGA6 LBH LDLRAP1 LEF1 LINC00189 MAML2 MAN2A1 MAS1L MDM4 MDS2 MEF2A MGAT4A MICOS10 MIR30C1 MLC1 MNT MRPL3 MSR1 N6AMT1 NDUFB4 NDUFV2 NIT2 NLN NOG NRIP1 NUAK2 OR1N1 PACS1 PAGE5 PAICS PDCD5 PEX7 PFN2 PGGT1B PHF7 PITPNC1 PLAC8 PLCL2 PLIN3 PMS1 PNO1 POLR1B PRKACB PRKCA PROX1 PSMB1 PSMG2 PSMG4 PYY RAB3GAP1 RAB42 RAPGEF6 RASGRF2 RASGRP2 RBFA RCSD1 REG4 RIPOR2 RNF152 RNF175 RNU11 RPL12 RPL17 RPL23A RPL6 RPS24 RPS25 RPS27 RPS27A SCN10A SDHC SDK2 SELL SEMA3A SERPING1 SF1 SFPQ SGTB SHISAL2A SIGLEC1 SLC16A10 SLC20A2 SLC35E3 SLC36A2 SLC39A10 SLC66A1L SNORA55 SNORD41 SNORD83A SNRPE SOD1 SPARCL1 SPG21 SPIRE2 STK38 STX17 SULT1A2 SULT1B1 SYPL1 TC2N TCF7 TEC TGFBR2 THEMIS2 TLR5 TMEM218 TMEM272 TMEM37 TPP2 TRIB2 TRIT1 TUT4 UBASH3B UBE3D UBR3 UQCRBP1 USP3 UTP20 XYLB ZNF507 ZNF800 ZYG11A GSE21670_IL6_VS_TGFB_AND_IL6_TREATED_STAT3_KO_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21670_IL6_VS_TGFB_AND_IL6_TREATED_STAT3_KO_CD4_TCELL_DN AAMDC ABCA1 ADAMTS7 ADRB3 AMMECR1L ANGPTL2 AQP2 ARID1B ARMCX2 ATF5 ATOSA ATXN10 B2M BASP1 BLTP2 BMPR2 BSDC1 C3orf33 C3orf80 CAMTA2 CCDC112 CCDC141 CCDC89 CCND2 CCNL1 CD320 CD37 CDK17 CEP350 CGAS CNN3 CNNM3 CPXM2 CTPS2 CUX1 CXCR5 DAAM2 DAXX DCAF11 DCTN1 DECR2 DENND1A DENND2A DMAC2L DNAJA1 DNAJB14 DUSP14 DUSP2 EDC3 EFNA3 EGR3 EIF4G3 ELK3 EOMES FCRL1 FCSK FOXG1 FOXJ2 GADD45G GBP6 GDNF GLCCI1 GPM6B GPR34 GPR39 GRAMD1A GYG1 GZF1 HELZ2 HLA-DOA HOXD10 HPS4 HSD17B11 HSF4 IFFO2 IFI35 IFIT1 IFIT1B IGF2R IL27RA IMMP1L INO80 IQSEC1 IRF7 IRF8 ISG15 ITM2A JADE2 KANSL3 KCNE1 KCNN4 KDM5B KIF26B KIRREL3 KRT85 KXD1 LCLAT1 LYPD6B MAPK8IP3 MESD METTL2B MLPH MOCS3 MSL1 MTF2 MUC4 MXD4 NARF NCF4 NDFIP2 NDRG1 NEK7 NICN1 NOCT NR4A1 NR4A2 NRIP1 PABPC1 PACSIN1 PAM PANK4 PARP11 PARP6 PAXBP1 PCGF5 PEX6 PHLDA1 PIK3R3 PITPNM1 PLCB2 PLD2 PLD3 PLEKHA1 PLEKHA8 PLOD1 PLXDC2 PML PNISR PNMA2 PPIP5K1 PRDM15 PRKCH PRKRA PTPRS PURA RAMP1 RAMP2 RAPGEF6 RASGRF2 RC3H2 RCOR3 REEP5 RELB RETREG2 RFX5 RGL2 RNF2 RPS27 RTP4 RYBP SELENOP SESN3 SKP1 SLAMF1 SLC45A3 SLC6A5 SMURF2 SON SPAG17 SPEN SPINT2 SPTBN1 SSH1 SSH2 TDRD7 THRSP TIMM17B TMIE TMX2 TNFRSF18 TOR3A TOX TRIM21 TRIM72 TRRAP TSC22D4 TSPAN32 TUT4 UBIAD1 VWA3A XPR1 ZBTB20 ZBTB4 ZCCHC12 ZCCHC13 ZKSCAN3 ZNF436 ZNF579 ZNF711 GSE21670_IL6_VS_TGFB_AND_IL6_TREATED_STAT3_KO_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21670_IL6_VS_TGFB_AND_IL6_TREATED_STAT3_KO_CD4_TCELL_UP AKAP12 AKT1 ALMS1 ALS2 ANAPC4 ANKRD29 ANLN ANXA4 ANXA7 AP1S3 ARHGAP25 ARL6IP1 ARPC1A ATP10A ATP2A3 B4GALT5 BLOC1S2 BRIP1 C15orf39 C2CD3 C4orf46 CAPN2 CAPN3 CASP1 CCDC51 CD38 CDC123 CDC14A CDC45 CDC73 CENPK CENPO CHAF1B CHMP5 CHST10 CLINT1 COP1 COPA COPRS CORO7 CPM CRIP2 CSNK2A2 CYB5R4 DBF4 DDIAS DEK DEPDC1B DESI2 DHRS1 DIAPH3 DIPK2A DLGAP5 DNAJB11 DUSP5 DUT DYNC2LI1 E2F8 ELAVL1 ELP4 ERG28 ESS2 EXOSC8 FAF2 FAM72A FANCD2 FDPS FGL2 FLNA FOXK2 GAS2L3 GATAD1 GDAP2 GIMAP7 GINS1 GINS4 GLUD1 GNA11 HAGHL HAT1 HAUS7 HMCES HMGCR HRAS HSPA2 HSPA5 IFT46 IL20RB INPP5K INTS8 IPP JMJD6 KDM4A KDM8 KIF20B KIF23 KLF10 KLRK1 LAMB3 LONP2 LPIN2 LPXN LY96 MAPK11 MED24 MEMO1 MLF2 MLX MMS22L MPP1 MRPL4 MRPS5 MTMR4 MUTYH MXD3 NAA20 NAA38 NAA40 NDC80 NFATC2 NIF3L1 NIPSNAP1 NUCKS1 NUP205 NUP50 P2RX7 PAICS PAQR4 PCYT2 PGAM1 PHKG2 PIDD1 PITHD1 POLA2 POLE POLK POU2AF1 PPM1D PPM1J PPP2R3C PRELID3B PSMD1 PTPN9 PTPRA PYGB RAE1 RBBP8 RBM14 RDM1 RNF10 RNPC3 ROPN1L RPE RRAGC SAAL1 SASS6 SDCBP2 SEMA4C SERHL2 SERINC3 SERPINB6 SKA3 SKP1 SLC25A13 SLC39A4 SLC9B2 SMC1A SMIM3 STRN STX12 STXBP5 SUV39H1 SYAP1 SYTL2 SYVN1 TCF25 THAP1 THOC3 THOC5 TIPIN TM6SF1 TMEM41B TMPO TPI1 TSPAN5 TTC33 TTC9C TTF2 TUBA1B UBR7 VAMP3 WDR55 WEE1 XKR5 YBX1 YKT6 YPEL1 ZMAT2 ZNF518B ZPBP2 GSE21670_STAT3_KO_VS_WT_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21670_STAT3_KO_VS_WT_CD4_TCELL_DN ADAM19 ADD2 ADTRP ALDH18A1 ARID5A ARID5B ATIC ATP2B4 BATF BAZ1A BCL2 BCL2L1 BCL6 BHLHE40 BYSL C12orf76 C1QBP C3 CAD CAMK2D CCL1 CCL2 CCL3 CCT3 CCT5 CD7 CDCA7L CDK2 CEACAM1 CERS6 CISH CNKSR2 CSF1 CSTF2T CTPS1 CXCL1 CXCL13 CXCL3 CXCL5 CXCL6 CXCL8 CYLD CYSLTR2 CYTIP DACT1 DARS1 DDX21 DIPK1A DPP4 DTNBP1 EEIG2 ENO1 ETNK1 EXOSC5 FAM98A FARSB FURIN GNL3 GNPDA1 GTPBP4 HEATR1 HIF1A HIPK1 HIPK2 IARS1 ICOS ID2 IKZF1 IKZF4 IL13 IL1A IL1B IL21R IL2RA IL32 IL4R IL5 IL6 IMMT IPO5 IRF4 ITGB8 ITK JAK3 JUNB KDSR KIAA0040 KNOP1 KPNA6 LARP4 LCP2 LDHA LINS1 LPAL2 LPCAT3 LRFN2 LRP8 MAL MAT2A MCL1 MEOX1 MIR21 MKRN1 MMD MTHFD1L MYC NAA15 NABP1 NARF NCOA3 NDFIP2 NFKBIZ NOC3L NOLC1 NOP14 NOP58 NSMCE1 PAICS PCED1B PCGF5 PDK1 PGM1 PHF20L1 PIK3CD PIM1 PIM2 PITRM1 PLCL1 PLXDC1 PMF1 PNO1 POLR1A POLR1B PPP1R3B PPRC1 PRMT3 PTGER2 PTPN1 PUS7 QTRT1 RAB19 RAB27B RAB30 RANBP1 RASL11A REXO2 RNF157 RPF2 RRP12 RRS1 SBNO2 SCFD2 SFMBT2 SFXN4 SLC11A1 SLC12A2 SLC25A12 SLC26A11 SLC37A3 SLC39A8 SLC7A1 SLC7A5 SLC9B2 SNTB1 SOCS1 SOCS2 SOCS3 SREBF1 SREBF2 SRM STAMBPL1 STK17B SUMO4 SYNE2 TAB2 TAF4B TFDP1 TFPI2 TIAM1 TMEM65 TMEM71 TNFRSF9 TP53 TRMT1 TSEN2 UBALD2 UPP1 URB2 UTP20 VAMP4 VARS1 WDR12 WDR3 WDR43 XPOT XRN2 YARS1 ZNF101 ZNRF1 GSE21670_STAT3_KO_VS_WT_CD4_TCELL_IL6_TREATED_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21670_STAT3_KO_VS_WT_CD4_TCELL_IL6_TREATED_DN ABHD18 ACOX1 ADAM22 AJUBA ALOX12 ANKRD33B ANKRD63 ARAF ARHGAP29 BACH1 BAHCC1 BGN C6orf141 C9orf152 CADM1 CALML4 CAPS2 CAVIN3 CBR3 CBX7 CCDC85B CDCP1 CDK10 CDK17 CDKN1C CHMP4B CILK1 CLN3 COL4A1 COL4A2 CPA3 CPNE8 CSGALNACT1 CTNNAL1 CTNND1 CYP7B1 DEPTOR DIAPH1 DIP2C DMWD DSG2 DYNLT3 EHBP1 ENO2 ESAM ETS2 EXTL3 F11R F2R FAM110B FAM110C FAM174B FCER1A FGD5 FGF11 FGF3 FHL1 FKBP9 FOXJ2 FRY FRYL FSTL1 GALC GARRE1 GBX2 GHR GIMAP5 GKAP1 GNG11 GNS GPRIN2 GSTT1 GULP1 H1-0 HACD4 HAPSTR1 HOXB5 HSD3B7 HSPA12B ICA1 IFT43 INHA INPP5A INSIG1 IRAK3 ITGA2B ITGB3 ITSN1 KLF12 LDLRAP1 LHCGR LRRC36 LYSMD1 MAF MAGED2 MAMDC2 MARVELD2 MBLAC2 MED12L MEG3 METTL7A MICU3 MID2 MIDEAS MKRN1 MMRN1 MPL MPZL1 MUC13 MYCN MYCT1 MYOM1 NBEA NDN NDRG2 NFE2 NMT2 NR3C2 NREP NRK NRXN1 NUCB1 OCRL P2RX1 PABPC4L PAFAH2 PALLD PBX1 PBX3 PDZK1IP1 PER3 PEX26 PHC3 PHLDB2 PITPNC1 PITPNM1 PKIA PLCB1 PLD1 PLSCR4 PLXDC2 PODXL PRKAA2 PRKCA PRKG1 PSTPIP2 PTGS1 RASGEF1B RASSF6 RGS1 RMDN1 RND2 RNF144B RUNX1T1 SALL2 SCARF1 SEMA7A SERPINB9 SGCE SHROOM4 SIPA1L1 SKIL SLC16A12 SLC16A9 SLC48A1 SLC6A15 SLC9B2 SMAGP SMUG1 SPIN4 SPRED2 SRGAP3 ST3GAL1 TEK TGM2 TIE1 TLE6 TMEM140 TMEM181 TMEM40 TMEM74 TRAF1 TRIB3 TRIM47 TRPC6 TSC1 TTC39B TTLL7 TXNIP UBA7 UBE2E2 UBL5 UPP1 USP54 VAMP8 WBP1L YAF2 ZFP2 ZNF329 ZNF43 GSE21670_STAT3_KO_VS_WT_CD4_TCELL_IL6_TREATED_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21670_STAT3_KO_VS_WT_CD4_TCELL_IL6_TREATED_UP ACAD8 ACAP2 ADAM9 ADGRA3 ADGRE1 AGPS AIM2 ALAS1 ANKRD10 ANKRD28 AP3S1 ARF1 ARL10 ATF6 ATG12 ATP11A B4GALT1 B4GALT4 BMX BPNT1 C3 CAMKMT CCDC63 CD70 CFLAR CLDN15 CLEC4A CLEC7A CLK2 CSDE1 CSF2 CYRIB DAB2 DCUN1D4 DCX DDOST DEPDC7 DGKG DMKN DNAJC3 DUBR DYNLT5 EFR3A EHD4 EHMT1 EPS15L1 ESYT1 ETHE1 F10 FAM111A FCGR2A FIG4 FKBP3 FLNA G0S2 G6PD GALK2 GALNS GAMT GAS7 GCA GDE1 GGH GLRX GNG12 GORASP2 GOSR1 GOSR2 HNMT IL1RL2 IRAK3 ISCU KCNE3 KCTD20 KIF13A KIFAP3 KLF12 KYAT3 LAIR1 LAMP1 LCN2 LCP2 LEMD1 LINGO1 LIPE LMAN1L LPL LRRC26 LTA4H MANBA MAOA MGAM MLKL MOB1A MSANTD2 MSRB1 MTSS2 NAGPA NECAP1 NID2 NIN NRG1 NUDT7 OLR1 OR52N4 OSER1 OTOA OXR1 PAPSS2 PCYOX1L PDE4DIP PDS5B PEPD PFKP PHYH PIWIL2 PLCB1 PLD1 PLOD3 POC1B PPFIBP1 PRDX5 PRKCI PROM1 PRRC1 PSTPIP2 PTER PTGS1 RAB21 RAB9A RASA3 RASSF3 REEP1 RENBP RFC1 RFLNB RGCC RIPK3 RNASET2 RND3 RNF13 RNF130 RNF149 RNF4 RPS6KA3 RTKN RTN3 S100A8 SCCPDH SDF2L1 SDF4 SERP1 SGMS2 SIAH2 SLAIN2 SLC22A4 SLC28A2 SLC36A4 SLC7A2 SLFN12 SNED1 SNX7 SOWAHC SPACA1 SPTLC2 SRD5A3 SRPK3 STK26 SUPT3H SVIP SYCE2 SYNC TAF13 TASL TENT2 TLX1 TMED4 TMEM170B TMEM174 TMEM26 TMEM38B TMEM50A TMX3 TMX4 TOP3B TRAM1L1 TRIM17 TSPAN31 TTC32 TTC33 TXNDC11 TXNDC12 TXNDC5 UBE2A UBTD2 UGDH XDH ZBTB34 ZHX1 ZNF420 GSE21670_STAT3_KO_VS_WT_CD4_TCELL_TGFB_IL6_TREATED_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21670_STAT3_KO_VS_WT_CD4_TCELL_TGFB_IL6_TREATED_DN ACP3 ACP5 ACTN1 ADA2 ADAM28 ADAMDEC1 ADGRE5 AHNAK ALDH1A1 ANXA11 ANXA4 APBB1IP APOBEC3A AQP3 ARHGAP21 ARHGAP9 ARRB1 ARRB2 ARRDC2 ASAH1 ASRGL1 ATP10D ATP6AP2 AVPI1 BMPR2 BNIP3L C5 CA11 CA2 CAMSAP2 CCDC88A CCM2 CCPG1 CD180 CD27 CD4 CD40LG CD5 CD52 CD9 CEMIP2 CITED2 CLEC2D CLEC4D CLEC4E CLEC6A CPED1 CPVL CREBL2 CREG1 CTDSP2 CTSB CTSS CXCL10 CYBRD1 DAPK1 DGKZ DHRS9 DIAPH1 DPEP2 DSC1 DUSP10 ELF1 EPHX1 ESYT1 FAM111A FAM78A FGL2 FMNL1 FUCA1 GABBR1 GASK1B GCLC GCNT4 GLG1 GNS GPAT3 GPNMB GPX4 GRN ID3 IGFLR1 IL13RA1 IL16 IL36A IPCEF1 IQSEC1 ITGA5 ITGB2 ITGB7 ITM2B KIAA0930 KLHL3 LAIR1 LBH LFNG LITAF LRP1 LRRK2 LYZ MADD MANBA MARCHF1 MCTP1 MDS2 ME1 METTL7A MITF MNDA MPP1 MRAS MSN MSR1 MYADM NAB2 NCAM1 NCEH1 NEK7 NFE2L2 NLRP3 NMT2 NPL PAQR8 PARP4 PDE7A PDGFC PDK4 PIP4P2 PLBD1 PLD3 PMFBP1 PRCP PSAP PTPRJ RAP2B RASGRP2 RASSF3 RCBTB2 RCSD1 RGCC RGS10 RGS2 RHBDD2 RIPOR2 RNASE1 RNASE6 RRM2B RTN1 SDCBP SEPTIN9 SERPING1 SIGLEC1 SIRPB2 SIRPG SLAMF7 SLC12A6 SLC16A5 SLC17A5 SLC1A3 SLC36A1 SLC37A2 SLC44A1 SMC4 SMIM14 SORBS3 SORL1 SPARC SPTBN1 SSBP2 STAB1 STK38 SUN2 TBL1X TEP1 TGFBI TIMD4 TIMP2 TLK1 TLR4 TMBIM1 TMEM63A TNFRSF1A TPP1 TPP2 TRAV8-3 TSC22D3 TTYH2 TXLNB TXNIP UTRN VSIR WIPF1 WNT7A XCR1 YPEL4 ZFP36L2 ZFYVE16 ZMIZ1 ZNF831 ZYX GSE21670_STAT3_KO_VS_WT_CD4_TCELL_TGFB_IL6_TREATED_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21670_STAT3_KO_VS_WT_CD4_TCELL_TGFB_IL6_TREATED_UP ABCE1 ABCF1 ACTG1 ADD3 AIMP2 ALAD AMPD2 ANAPC16 ANKRD54 ANXA6 APC ARPC1B ASNSD1 ATP8B2 AVL9 AZI2 BLVRB BRD9 C18orf21 C4orf17 C6orf136 CA5B CARD11 CAT CBX7 CC2D1B CCL5 CCNE1 CCNQ CD36 CDYL2 CENPM CFAP221 CFL1 CIPC CITED2 CMTR2 CNDP2 COMMD6 COPS5 COX18 CREBZF CRIP2 CXCR3 DDX28 DERL3 DPH7 DTD1 DUS4L EFHD2 EIF2B1 EIF4E EMP3 ENTPD5 ETV3 ETV6 F2R FAM91A1 FBXO3 FIBP FMC1 GAB3 GALE GCAT GLO1 GLUD1 GNA15 GPATCH1 GPN2 GRAMD2B GSAP GSR H2AX H2AZ1 HBB HLCS HMMR IFI30 IFITM10 IL12RB1 IL18RAP IPMK JCHAIN KCNAB2 KCNK5 KLRD1 KPTN KRAS KTI12 LAMB3 LCA5 LINS1 MCMBP MFSD14A MFSD2A MIR22HG MMUT MOSPD2 MPC1 MRPL15 MSMO1 MTERF2 MTMR14 MTPN MUTYH MYL4 MYO7A NEPRO NIBAN3 NIF3L1 NIPSNAP1 NLN NSDHL NUP62 OSBP OSBPL3 OSTM1 OTP OTULIN PACS2 PARK7 PAXIP1 PCNP PHETA2 PILRA PIWIL2 PKIG PNKP POLK PPP2R5C PPP3CA PRKAR2A PRKRIP1 PRXL2C PSMA4 PSMD13 RAB29 RAB3GAP2 RABEPK RABIF RAC1 RASGRP2 RIOK3 RIOX2 RNF7 RNPEP RORA RPS25 RPS27L SACM1L SAP30BP SDR39U1 SERAC1 SIT1 SLC30A9 SLPI SMN1 SNAPC4 SPICE1 SQLE SREBF2 STOM STOML2 STX11 TAGLN2 TAOK3 TBCB TEKTIP1 TFB2M TICRR TKT TLE5 TMEM167A TMEM177 TMEM268 TMOD2 TOM1 TPST2 TSC22D1 TWF1 TWF2 TXNIP UBALD2 UBE2N UCHL1 UCK1 UNC119B UQCRFS1 UROD USP15 VDAC3 VPS33B VTI1A WASHC5 WRN XRN2 ZFTA ZIK1 ZNF658 ZNHIT2 GSE21670_STAT3_KO_VS_WT_CD4_TCELL_TGFB_TREATED_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21670_STAT3_KO_VS_WT_CD4_TCELL_TGFB_TREATED_DN AARS1 ABCA4 ADAM11 ADAM21 ADAMTSL1 ADCK1 AEN AGBL5 AGMAT AIF1L AK7 ALCAM ALG8 APEX1 ARHGAP11A ATAD5 ATP2B3 B3GALT1 B4GALNT2 BCAT1 BNC2 BPIFA3 BRCA1 C1orf54 CA8 CACNG8 CAMSAP2 CAPN12 CATSPERZ CDK6 CEACAM20 CFAP91 CFHR2 CHRDL2 CLEC1A CLU CMC2 COG8 COL17A1 CPED1 DACH1 DGLUCY E2F3 E2F7 EFCAB6 ELN ERCC1 ERCC6L FAIM2 FAT4 FBN2 FCER2 FCSK FERD3L FHL1 FIGN FOXM1 GAN GARIN1B GINS1 GLIS2 GRIK2 HMGN3 HOXA13 HOXB2 HOXC13 IFT57 IGF2BP1 IGSF1 IGSF9 IL36G IMPDH2 INCENP INHBE INSYN2A IRF8 ITGAX KCNMB2 KCNN3 KCTD8 KIF13A KIF2C KLHDC10 KNTC1 LGALS7 LGI1 LHFPL4 LHFPL5 LLCFC1 LMNB2 LMNTD1 LNX1 LRRC46 MAP3K9 MATCAP2 MCM10 MDGA2 MEG3 MFSD6 MORN4 MRAP MRPL44 MRPS6 MST1R MTG1 MXD3 NAF1 NALF1 NECTIN1 NEK6 NELL1 NETO1 NETO2 NEUROD4 NMUR1 NOC4L NRCAM NRIP2 NSL1 NSUN7 NT5DC3 NUP133 NXPH4 OR2C1 OR2S2 OSCAR OSCP1 PAK3 PAK6 PARN PBK PDGFA PDK4 PFN2 PLCG2 PLPPR3 POLR1C POLR3K PON1 POU4F1 PPFIA3 PPP1R13L PREB PRL PSAT1 PTCHD4 PWP2 RAB3A RFC1 RMDN3 RNF144B RNF182 RNF26 RPF2 SAMD11 SAMD5 SCG2 SCRG1 SEMA3C SEMA3F SEPHS2 SHH SIRPB1 SLC27A2 SLC39A3 SLC9A2 SLCO4A1 SMARCC1 SNHG10 SNX7 SPAG4 SPC25 SRR STARD8 STMND1 SUN5 TBX22 TFAP2C TIMM44 TLX2 TM7SF2 TMEM116 TNNI2 TPMT TRIB3 TRIP13 TRUB2 TSN TYR UNG UROC1 USH2A USP54 VKORC1L1 VSTM2B WNT9B YBX3 ZFAND4 ZNF572 GSE21670_STAT3_KO_VS_WT_CD4_TCELL_TGFB_TREATED_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21670_STAT3_KO_VS_WT_CD4_TCELL_TGFB_TREATED_UP ABCC8 ADAT2 AEN AFF3 AKR1E2 ANGPT4 AP1G1 APEX1 ARL14EP ATAD3A BBS12 BTG3 C19orf67 C1orf198 C2orf49 C8orf76 C9orf152 CAPG CARHSP1 CASP7 CCNG1 CCT7 CDC14A CDC6 CDKN2C CDYL CELSR2 CENPK CENPO CINP CKAP2L CKAP4 COASY COQ3 COQ4 COQ6 CPT2 CRYZ DHCR24 DHFR DHX33 DNAAF4 DNMT3B DPAGT1 DUSP19 DZIP3 E2F3 E2F7 EEF1AKMT1 EIF4H ELOVL1 ELP4 ENSG00000250803 ERBB3 EXTL2 EYA3 F2R FAM156A FAM76A FDFT1 FOXRED2 GEMIN4 GNAQ GOLGB1 GPAM GPR25 GPR68 GRAMD1B HAUS8 HINFP HIVEP3 HLA-DMA HR IDE IER3 INHA IQCG KANK3 KCMF1 KLF15 KLHL22 KNTC1 LAMP2 LAPTM4B LARS1 LPGAT1 LRFN4 LUZP1 LZTR1 MARS1 MCM10 MCM7 MECR MIB1 MMACHC MRPL44 MRPL45 MRRF MSL3 MTG1 MTHFD2 MUL1 MXD3 MYB MYO1C N4BP2 NADK NOC4L NVL ODC1 OSBPL11 P3H1 PCBD2 PDK3 PGK1 PHF5A PIK3R4 PITHD1 PKN3 PLAGL2 POGK POGLUT2 POLA1 POLD3 POLE POLH PON1 PPP1R16A PRKCI PRNP PRPF31 PSMD11 PTGR2 QSOX2 R3HDM1 RAB2B RAB8B RABGGTB RAD54B RALYL RBPJ RHOQ RNF149 RNF157 RNMT RRP8 RSPH3 SCARF1 SCN5A SEMA6D SERHL2 SGSM3 SH3RF1 SIK2 SLAMF7 SLC30A4 SLC39A8 SLC7A1 SLC7A6 SLC7A6OS SMYD3 SNHG3 SNX12 SPC25 SS18 SSX2IP STEEP1 STIL SV2A TBC1D22A TIMM17B TMBIM1 TMEM41B TOP2A TRAIP TRIM35 TRIM37 TSPAN6 TTC39B TTF2 UBE2F UNG USP27X USP47 USP6NL WBP4 WDR11 WDR12 XCL1 XPOT XRCC2 YAF2 YARS1 ZMPSTE24 ZNF202 ZNF496 ZNF518B ZNF839 ZSCAN21 ZSWIM9 GSE21670_STAT3_KO_VS_WT_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21670_STAT3_KO_VS_WT_CD4_TCELL_UP ACTC1 ADAM8 AGMAT AHSP AIRE ALG3 AMIGO2 ARC ARSG ASPHD2 ATP4B ATXN1 B3GNT5 BABAM2 BATF BCL2A1 BHLHE40 BSG BSND BTN2A2 BTN3A1 BTN3A3 CCR6 CD164 CD180 CD320 CD72 CD83 CEACAM3 CLN5 CRTAP CRYM CTSO CXXC4 CYSLTR1 DGAT2 DHCR7 DHRS9 DNAJB5 DNAJC5B DNPEP DUSP2 EBI3 EGR2 EGR3 EHD3 EMC10 EMILIN2 FAM174C FCN1 FCRL3 FCRL4 FCRL5 FCRLB GADD45G GAMT GLDC GNA15 GPR137B GTF3C2 HCP5 HCST HLA-DMA HLA-DPB2 HLA-E HLA-F HLA-G HLA-J HSD3B7 HSP90B1 HYAL2 ICAM2 ICAM3 IFI30 IFI35 IGHD IL12RB1 IL19 IL4I1 IPO4 IRF4 ITGA5 ITK JAM2 KCNMA1 KCTD14 KIF25 KMO KYNU LGALS3 LINC00158 LINC01013 LRRC32 LRRK2 LTBP3 LY75 MACC1 MAN2B1 MAPKAPK3 MAST1 METTL1 METTL7A MGAT5 MGLL MIR155HG MMP7 MPEG1 MPV17L2 MRGPRX1 MVP MXD4 MYD88 NEDD9 NFKBIB NFKBIE NLE1 NLRP8 NOL6 OR10A4 OR5E1P ORAI1 PARP14 PASK PCCB PEMT PIK3C2B PLD6 PLEKHG6 PMEPA1 PMM2 PNO1 PRDX4 PRR29 PTGS1 PUS3 RAPSN RASGRP1 RCN3 RGMB RNASET2 RPF2 SAMSN1 SCAMP3 SCARB2 SCFD2 SEMA7A SGPP2 SIDT1 SLAMF1 SLC16A2 SLC27A4 SLC2A3 SLC39A14 SLCO5A1 SLFN12 SMAGP SMIM3 SNX11 SNX9 SPACA7 SPPL2C SRM SSR4 SUB1 SYNGR3 SYTL4 TAP1 TLCD1 TM7SF2 TMEM106A TMEM109 TMEM147 TMEM182 TMEM205 TMEM273 TMEM41A TNFRSF13C TNFSF13B TP73 TRAF1 TRAF4 TRAV12-2 TREH TSPYL5 TUB TYMP U2AF1L4 UBE2QL1 UNC119 VAV3 VSIG1 XCL1 YIF1A ZBED2 ZDHHC24 ZNF485 ZNRD2 GSE21670_TGFB_VS_IL6_TREATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21670_TGFB_VS_IL6_TREATED_CD4_TCELL_DN ABCC8 ACBD7 ADAM17 ADPRS AGPAT2 AJAP1 ALDH1A3 ALDH6A1 AMBN APRT ARPC4 ASGR1 B4GALT1 BCL11A BORCS8 BRD9 BRINP1 BYSL C11orf54 C1orf68 C9orf78 CAMK1D CASP7 CATSPER2 CCDC115 CCDC12 CCDC159 CCDC160 CEP250 CEP290 CFAP418 CNNM2 CNOT11 CNPY3 COMMD6 COMMD9 COPS7B CRIPT CRPPA CSNK1G3 CSPG5 CUL2 CYP27A1 DCAF1 DCTN3 DDX42 DHRS7 DIABLO DIP2C DLST DNAJC10 DNAJC21 ELOVL2 EMC4 EML2 ENSA ESRRB EXOSC4 F3 FAIM FAM104A FAM181A FAM76A FGD1 FGF11 FGF23 FILIP1 FLT3LG FRMPD2 G0S2 GATA4 GIN1 GNL3 GPR88 GRID2 GSPT2 HEMK1 HORMAD2 HOXA7 HS2ST1 IFT46 IQCF1 ITGA10 KATNA1 KHDC3L KIAA0753 KIF5B KLHL30 KRTDAP L1TD1 LAMB2 LAMP2 LCOR LDOC1 LGALSL LGI2 LRRC38 LRRC52 LY6D MAGEB5 MALSU1 MAPK8 MEAK7 MED6 MIER3 MINPP1 MLX MORC3 MORN2 MRPS18B MRPS9 MSRB2 MYH6 MYLK3 MYO1B NEK6 NFIX NGFR NOC4L NSMCE3 OTUB1 PEMT PKDREJ PLCB1 PLEKHO1 PLVAP PNO1 POLR1G POLR2I POLR2K PPA1 PPP1R11 PPP2R5E PPP4R3A PRAMEF12 PSMA4 PSMC6 QRICH1 RAB39A RANBP6 RGS6 RLF RMDN3 ROGDI ROM1 RSPO3 SARM1 SCFD1 SCNN1B SCO1 SENP1 SH2D6 SLC1A1 SLC24A2 SLC25A34 SLC25A35 SLC35B1 SLC5A5 SNORC SP2 SPACA3 SPAM1 STAM SUCLG1 SURF2 TBRG4 TCTN3 TESK2 TH THSD7A TJAP1 TMED6 TMEM139 TMEM168 TMX3 TNFAIP6 TNFRSF11B TNFRSF13B TOP3A TRAPPC4 TREH TRMT6 TSPYL1 TSR2 TST TXNL4A UFM1 USP6NL VTI1A WDR3 WDR64 WNK3 XPNPEP1 XRN1 YIPF5 YME1L1 YTHDF2 ZCCHC9 ZMAT1 ZNF266 GSE21670_TGFB_VS_IL6_TREATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21670_TGFB_VS_IL6_TREATED_CD4_TCELL_UP ADAMTS19 ADAMTSL3 ADCYAP1 AHNAK2 AIF1L ALPK3 ANKEF1 ANKRD63 AP2A2 APOD APPL2 ARHGAP23 ARHGAP45 ATG4C ATOH1 ATP8B3 BET1L BICC1 BRAP BRSK2 BTG4 C19orf18 C19orf81 C5orf52 CACNA1C CALHM4 CAVIN1 CAVIN3 CBFA2T2 CBLN2 CCL4 CCNT1 CCT8L2 CD28 CD5L CDHR4 CFAP299 CNTN2 CNTNAP4 COPZ2 CRB3 CSF2RB CUL4A DAB1 DCDC2B DCTN1 DDR2 DGKD DHX33 DLGAP1 DLL1 DLX2 DNAH9 DPEP1 DTX2 DUSP18 DUSP9 DXO DYNC1H1 ENPEP ENTREP2 EPHA3 FAM178B FAM20C FAM3B FANK1 FARP1 FBLIM1 FBLN5 FBXL16 FBXO42 FCER2 FCHSD1 FCRLA FGF10 FMO2 FOSL1 FRS3 FUT9 GGT6 GNAL GPM6A GPR179 GRAMD1A GRIN2D HCN2 HOXA3 JAKMIP3 KANSL1 KBTBD13 KCNG1 KHDRBS2 KIF13A KRT4 KRT81 LDB1 LGI3 LGR5 LIMS2 LMLN LTB4R2 MALL MAP4K4 MAT2B MC3R MCAM MCF2 MED23 MERTK MESP2 MIR99AHG MISFA MKNK2 MROH1 MSL1 MTARC1 MTIF3 MUC16 MYOD1 MYOZ1 N4BP2L1 NAA11 NAPB NDST2 NDUFA4L2 NFATC4 NKX2-5 NTMT1 NUMA1 OPRK1 OSBP OTULINL PALM PCDHB13 PDE6A PDE6B PEX5L PHAF1 PIEZO2 PIWIL1 PLAGL1 PNPLA3 POU3F4 PRAMEF2 PRDM14 PROCA1 PRRC2A PRRG1 RASL10B RASSF6 RASSF9 RGMB RGN RIN3 RNF32 RSPH4A SASH3 SCN4B SCN7A SEMA3E SEPTIN3 SHMT1 SIX4 SLC13A4 SLC17A6 SLC26A11 SLC34A3 SLC4A4 SLC6A16 SLITRK6 SNHG11 SOX10 SRMS ST6GALNAC3 ST8SIA2 TCAP TCTE1 TERB2 TFAP2D TMEM116 TMEM229A TMEM238L TRIM10 TRIM71 TRPC7 TSPAN4 TTYH2 TWIST2 TYR USP49 UTS2R VTN VXN WDFY4 WFDC2 ZBTB7B ZFP30 ZNF513 ZNF646 ZNF790 GSE21670_TGFB_VS_IL6_TREATED_STAT3_KO_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21670_TGFB_VS_IL6_TREATED_STAT3_KO_CD4_TCELL_DN ACAP1 ACTN1 ACVR1B ADAR ADGRE5 ADGRG3 AKNA AMIGO2 AMPD1 AMPD3 ANXA1 APPL2 ARHGAP26 ARHGAP4 ARHGAP9 ARHGEF10 ARMC3 ASAP1 ATF7IP ATP10D ATP8B4 AXIN2 BAZ2B BICRA BLTP1 BTLA C19orf38 C3orf70 C5orf34 CAMKMT CARNS1 CATSPERD CCL5 CCR9 CD1D CD200R1L CD7 CD84 CD8B CD96 CERS6 CHD2 CHDH CHST10 CNGA1 CRBN CREB1 CTSE CYP2D6 CYP2S1 CYRIA CYTH1 D2HGDH DAXX DENND1C DMTF1 DNAH8 DNAJC6 DSE DTX1 DUSP7 DZIP1 EEIG1 EHD3 EPSTI1 ESM1 EVI2A EVI2B FAM117A FICD GABRR2 GGT1 GLCCI1 GRAMD1A GSN HAL HCST HEBP1 HLA-DQA1 HLA-DRB1 HMBOX1 IDUA IFIT1 IFIT1B IL27RA ITM2C KBTBD2 KCTD12 KIAA0040 KIF21B KLHDC1 KLHL42 KLRD1 KMT2E KREMEN1 L1CAM LGALS8 LHFPL3 LIPA LNPEP LPP-AS2 LRRC75B LYPD6B MAGEF1 MAP2K6 MAP3K3 MATK MEF2D MEX3B MOB1A MSRA MSRB2 MXRA8 MYCBP2 MYLIP NBEAL1 NIPAL3 NLK NMB NQO2 NSG2 NT5DC1 NUDT16 P2RX7 PAQR7 PARP12 PAXX PDE2A PDE5A PELI1 PGAP1 PGLYRP1 PITPNC1 PITPNM1 PLEKHG2 PNPLA7 POLR3GL PPM1K PRDM1 PRF1 PRKAB1 PRR14 PTPRE RALGAPA2 RAMP3 RAP1GAP2 RAPGEF4 RASGRF2 RASGRP1 RASGRP2 RIMOC1 RNF32 RSBN1 RUFY2 SCG5 SCML4 SCP2 SERPINI1 SGK3 SH3PXD2A SLC14A1 SLC16A5 SLFN13 SMAD4 SMC6 SMPD5 SORL1 SP4 SPO11 SPPL2A SRPK2 SRSF12 STK4 STXBP3 SYNE2 TBC1D1 TBCEL TCF20 TDRP TET1 TMEM229B TMEM31 TMEM63A TNFRSF1A TPCN1 TSPAN13 USP32 USP53 VEZF1 VIPR1 VRK3 XKRX ZBTB44 ZBTB7B ZFP36 ZMYND11 ZNF292 ZNF354C ZNF418 ZNF571 GSE21670_TGFB_VS_IL6_TREATED_STAT3_KO_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21670_TGFB_VS_IL6_TREATED_STAT3_KO_CD4_TCELL_UP ACADSB ACP5 AGO2 AMER1 AMMECR1L AP1AR AQP2 BCAR1 BCL2 BCL6B BEND4 BLOC1S6 BMPR1A BRD2 C20orf85 C9 CALHM6 CCDC126 CCM2 CCND2 CDC14B CDH1 CDH16 CHD9 CMTM6 CMTR2 CNNM3 CREBL2 CRIM1 CRTC3 CSRNP2 CTSS CTSW DBNDD2 DCAF11 DDI2 DENND1A DEPP1 DLGAP2 DPH6 DSTYK DYRK2 DZIP1 EEF1G EME2 EPHX1 ERCC5 ETV3 F2RL1 FAM91A1 FASTK FBN2 FGFBP3 FNDC1 GADD45G GALNT11 GBP7 GCK GPATCH3 GPR39 GRIN3B HBP1 HECTD4 IDNK IGLON5 IMPACT ISLR2 ITGAE ITPRIP JAG2 KCNK2 KCTD12 KCTD21 KDM5B KIAA0040 KRBA1 KRI1 LETM2 LHFPL6 LRIG1 LRP6 LRRC75B LRTM2 LTB MAN2A2 MAN2C1 MAP3K12 MAP3K3 MAP9 MAT2A MCC MCFD2 METTL8 MIGA2 MMP14 MRGBP MRM1 MTAP MYLIP NALCN NDUFAF4 NEDD9 NELFA NHLRC3 NLK NPC2 NR1D1 OAS2 P4HA1 PARD6G PCDHAC1 PDE11A PDE2A PDE3B PHF20 PHF3 PLCE1 POMGNT1 PPRC1 PRDM2 PTTG1IP PUM1 RAB20 RAB40C RALGPS2 RAMP1 RGCC RGMB RGS11 RNASET2 RNF2 RPH3AL RPL13 RPLP2 RPS19 RPS8 RREB1 RSPH4A RUFY2 RWDD3 SCTR SELENBP1 SEMA4B SEPTIN8 SGK3 SH3PXD2A SLC22A17 SLC25A28 SLC38A2 SLC44A3 SLFN13 SMIM14 SMPD5 SMURF2 SOS1 SPRYD4 STIMATE STON1 SYT10 TFB2M TGFBI THADA TIAM2 TIMM10 TLR7 TMEM86B TMEM88 TMOD2 TNFRSF1A TPRG1L TREML2 TRIO TRMT1 TSACC TSC1 TSC22D1 TSPAN9 TSPYL4 USP18 UTP14A UTP20 UVSSA VANGL2 VIPR1 VSNL1 WIPF2 XKRX ZBTB18 ZBTB8A ZBTB9 ZC3H6 ZFAND5 ZNF281 ZNF287 ZNF354C ZNF623 ZNF639 ZNF652 ZSCAN5B GSE21670_TGFB_VS_TGFB_AND_IL6_TREATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21670_TGFB_VS_TGFB_AND_IL6_TREATED_CD4_TCELL_DN ABCA2 ACAP3 ACOX3 ACTR2 ADRB2 AHCTF1 AKTIP ALDH4A1 ANAPC13 ANXA11 AP4E1 ARHGAP30 ARHGAP5 ARMC7 ARPC4 ASB8 ATF4 ATIC ATP1B1 ATP6AP1 ATP8B4 BICRAL BTF3 C1QL1 C8orf82 CAV2 CBX7 CCAR2 CCDC71 CCNI CD200R1 CD200R1L CD3E CD7 CDKN2AIP CHADL CHMP6 CIRBP CLCA4 COL27A1 COX8A CRLF3 CRTAM DAPL1 DVL2 E2F4 EIF4B ELF4 ELOVL7 ENTPD6 ENTR1 EPB41 EPN1 ERCC2 ERF FLI1 FLJ13224 FMR1 FTH1 G3BP1 GALNS GALNT6 GFM2 GIGYF1 GNB1 GPBP1L1 GRAMD2B GTF2H1 HAUS2 HID1 HLA-DRB1 HNRNPA1 HNRNPD HNRNPL HNRNPU HS3ST3B1 ICOSLG IFNGR2 IL21R ILF2 ILKAP IRF4 ITGAL KATNAL1 KCNA3 KCNAB2 KDM3B KLHL21 LARP1 LEF1 LFNG LNPK LRRC75B LSM5 MAGED1 MALL MAZ MED16 MIDEAS MKS1 MRPL55 MTERF1 MYH9 NARF NCSTN NSA2 NSD3 NSUN4 NT5C2 NTN5 NTRK3 NUB1 NUDCD2 NUP54 NUTF2 ORAI2 OS9 PACS2 PADI6 PAFAH2 PATJ PCED1B PECAM1 PI4KB PIM2 PNPLA7 POLR3F PPIE PPP4R3A PRAF2 PRPF4 PSMB2 PXYLP1 QRICH1 QSOX1 RAB8A RASSF3 RAVER1 RBM17 RBM25 REPS2 RGS7 RIGI RNF122 RNF125 RNF220 RPA3 RPF1 RTN4IP1 RUNX3 SAFB SCAMP3 SCML4 SDHAF4 SDHC SDS SEC61G SEPTIN2 SERTAD2 SERTAD3 SETD1B SLC16A5 SLC41A3 SMN1 SPINT2 SPOP SSBP4 STAMBP STAU1 STIM1 TAF7 TAPBP TASOR2 TBC1D16 TBL1X TCF25 THRSP TIMM10B TMC8 TNRC6B TP53 TRAPPC6B TRAT1 TSC22D3 TSNAX TSPAN13 UBE2I UBE2S UBTD1 UFD1 USP25 USP28 VIPR1 VRK2 WDR1 WDR43 ZC3H18 ZNF141 ZNF146 ZNF518A GSE21670_TGFB_VS_TGFB_AND_IL6_TREATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21670_TGFB_VS_TGFB_AND_IL6_TREATED_CD4_TCELL_UP ABCA3 ABCC4 ABI2 ADCY9 AGPAT4 AKAP4 AMPH ANXA2 ANXA4 ARHGAP11A ARHGAP20 ARHGAP31 ASPA ATAD2 ATAT1 AURKB B3GLCT BEND3 BHLHE40 BLM BMPR2 BNIP5 C12orf75 C17orf80 C1QA C1QC C1orf198 CBFA2T2 CCDC150 CCDC6 CCNE1 CD300C CD86 CDC25B CDCA2 CDKN2C CDYL2 CENPF CHST11 CMC2 CNPY2 CNPY4 COLEC10 COPRS CPE CTPS1 DBP DGAT1 DIP2A DLG1 DLGAP5 DNAJB2 DUSP16 E2F8 EHD1 ENDOD1 ERCC6L EXO1 FAM185A FAM199X FAM217A FAM32A FANCD2 FCSK FES FFAR2 FRMD5 FRMD6 FURIN GAREM1 GJA1 GLRX2 GPR155 GPR89B GRN HMGCS1 HPSE IAH1 IFIH1 IKZF4 IL17A IL2RA INPP4A ITGA9 KCTD6 KDM5C KIAA1958 KRT18 LPIN2 LRPAP1 LRRC49 LXN LYPD1 LZTFL1 MAP3K5 MAPKAPK3 MAPRE2 MATN2 MEDAG MGAT5 MIB1 MIB2 MICAL1 MIR22HG MRC1 MRPL44 MRPS30 MTMR4 MYO3B NCBP3 NEK3 NUP214 OSTM1 OXLD1 P2RX4 PARN PFN2 PGD PIAS3 PITPNB PLEKHF1 PLPP1 PLPP2 PMVK POLR1C PPM1A PRG4 PRKAB2 PRKCA PRNP PROS1 PTGER2 PTGER3 PURG RCAN1 RECK RFNG RHBDL3 RTTN SELENBP1 SERPINB6 SESN2 SHCBP1 SHE SLC16A10 SLC25A14 SLC30A2 SLC35D2 SMARCD2 SMIM3 SNX19 SNX33 SOCS2 SPATS1 SPEF1 SPOCK2 SPRED1 SSBP3 STIMATE STON1 SV2A SWAP70 SYCE2 SYK SYP TATDN3 TBL2 TCN2 TGM2 TIAL1 TLR7 TMEFF2 TMEM164 TMEM170B TMEM219 TMEM26 TNFSF13B TOR3A TRAF1 TRAIP TRIP4 TRIP6 TRPM1 TSPAN2 TUBE1 TYMS UBASH3B USP6NL UTF1 VAX2 VGLL4 WDHD1 WDR11 WDR76 WEE1 ZC3HAV1L ZCCHC18 ZDHHC2 ZNF329 ZNF821 GSE21670_TGFB_VS_TGFB_AND_IL6_TREATED_STAT3_KO_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21670_TGFB_VS_TGFB_AND_IL6_TREATED_STAT3_KO_CD4_TCELL_DN AARSD1 AK2 AK7 AKT2 ALCAM ALS2 APEX2 ARL6IP1 ARPC1A ATP6V0B ATP6V1H BAG6 BLVRA BRIP1 C11orf87 C16orf74 C21orf62 CAPG CAPN1 CASP1 CCDC61 CCNG1 CCR5 CD38 CD81 CDC27 CHEK1 CLEC14A CNOT11 COG2 COPS5 CORO1C CSNK1A1 CSNK2A1 CYFIP2 CYP4X1 DCUN1D1 DDX11 DEPTOR DHFR DHRS3 DOK1 DPP3 DPYSL2 DUSP2 DZIP3 E2F1 EEPD1 ERG28 EXOC6 FADS1 FAM72A FANCD2 FANCM FARP1 FAT4 FBXO3 FBXW8 FOXD2 GALNT1 GALNT3 GATAD1 GCAT GCNT1 GK2 GOSR2 GOT2 GPR89B GRHL1 GTF2H2 H2AZ1 HIF3A HRAS HSPD1 HTRA2 IDI1 IL2RB ILDR1 INTS11 INTS4 IPO9 IPP ITGAL JPT2 KCNK6 KCTD9 KDM4A KIF20B KIF23 KLC3 LAG3 LANCL2 LONP2 MANBA MATCAP2 MDM1 MEAK7 MED10 MED24 MLKL MLLT3 MMRN2 MTIF2 MTMR14 MYO1C MYO5A NAA38 NDC80 NELFCD NHLH1 NLRX1 NR4A2 NRP2 NUP50 OGFRL1 OSBPL3 OXA1L P2RX7 PAM PASK PCNA PDAP1 PDCD1LG2 PDP2 PDSS1 PEX11A PFAS PFN1 PHKA2 PIMREG PLEKHG2 PMPCB POLE PPIP5K1 PPP2R1A PPP2R3C PRIM1 PRPF31 PSAT1 PSD4 PSEN1 PSMB7 PSMB9 PTAR1 PTPN9 PTS RABGAP1L RACGAP1 RAD21 RAP1A RBBP8 RBM14 RBM4 RBMX RCHY1 RENBP RFC1 RFC2 RMND5B RNF19A RPRD1A RXRA SCAMP2 SCN1A SERPINB6 SERPINE2 SF3A1 SIK2 SLC25A11 SLC25A40 SLC39A4 SLFN12 SMC1A SMN1 SNRPN SNX9 SOX4 SPATA2 ST13 STRAP STRN SUV39H1 TEAD1 THAP1 TM6SF1 TMPO TNS1 TRAF5 TRAIP TTC1 TTC33 TTC9C TTF2 TWSG1 VAPB VCP VPS9D1 XPO6 YKT6 ZMAT2 GSE21670_TGFB_VS_TGFB_AND_IL6_TREATED_STAT3_KO_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21670_TGFB_VS_TGFB_AND_IL6_TREATED_STAT3_KO_CD4_TCELL_UP ABCE1 ACP5 ACVR1B ADCY6 AP1AR APOL2 APPL2 ARHGEF12 ASCL1 ATP1B1 ATXN1L B3GALT5 BCL2 BET1L BRD2 BTBD19 C6orf136 C8orf82 CA12 CAPS2 CARD6 CCDC160 CCDC88C CCM2 CCR7 CD69 CDC14B CEBPZ CEP104 CERS2 CFAP57 CHCHD2 CHD9 CHST15 CITED2 CMTM6 CNGA1 CNKSR3 CREBL2 CTU2 CXXC5 DAG1 DANCR DBT DCLRE1B DCTN6 DDX25 DENND6A DNAAF11 DNAJB1 DNAJB9 DNASE1 DPH6 DSE DUSP12 DYRK2 FAM174A FAM53A FAM8A1 FBXL4 FLOT1 FOCAD FRMD4A FRS2 FYCO1 GAA GALC GBP7 GNS GOLM2 GOLT1A GPD1L GPR180 GPRC5D GRIA3 HACD4 HERPUD1 HLA-DRB1 HOXB6 IDH2 IGLC7 IKBKG IL1RL2 ITPRIP KBTBD13 KCNIP4 KCP KLF13 KLHDC2 KLRD1 KRAS KRBA1 KTI12 LHX8 LRRC39 LRRC58 LYPD6B MAK16 MAP3K3 MAT2A MATR3 MBNL2 MCFD2 MCOLN2 MESD METTL18 METTL27 MRM1 MTG1 NCF1 NDST1 NDUFAF4 NEDD9 NHLRC3 NIPAL1 NOL8 NSUN2 PADI2 PAPOLG PARD6G PARP8 PATZ1 PCCA PCM1 PDE2A PDE3B PDK1 PDLIM5 PGM2L1 PHF20 PIGT PIK3CA PIK3IP1 PIK3R5 PLA2G4D PLBD2 PLG PPAN PPP3CA PRDM2 PRMT7 PTOV1 RBMS2 RBMXL2 RCN1 RGMB RNF4 RPS25 RREB1 RRP12 SELENOS SGK3 SIKE1 SIMC1 SKIC3 SLC17A9 SLC25A28 SLC2A9 SLC38A2 SLF2 SMAP2 SMIM14 SMURF2 SMYD3 SPR SPRYD4 STRC STX2 SWSAP1 TAGLN2 TCEANC TDRD3 TEX12 TIMM8A TIMM9 TLNRD1 TOMM20 TPP1 TPT1 TSC22D1 TSKS TSPAN9 TUBA1A TUBB2A UBE2D2 UBE3D USP12 USP28 USP40 UTP25 VAX2 VPS37B WDR46 WFIKKN2 XRN2 YTHDC1 ZBTB9 ZNF281 ZNF354C ZNF652 GSE21670_UNTREATED_VS_IL6_TREATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21670_UNTREATED_VS_IL6_TREATED_CD4_TCELL_DN AAK1 ABCB9 ABCG1 ACAP1 ACVR1B ALDH4A1 APBB1IP ARHGAP29 ARHGAP4 ARHGAP45 ARHGAP9 ARHGEF11 ARID1A ARPC4 ASAP1 ATP8A1 ATP8B4 ATRAID ATXN1L BBS2 BBS9 BCL11B BCL2L12 BSCL2 C15orf61 C19orf38 C6orf62 CACNA2D4 CAMK2G CAMKMT CAMTA1 CBX7 CCL5 CD200R1 CD74 CD8B CDKN1B CHIC1 CHTOP CLCF1 CNN2 CPT1A CRIM1 CXCR4 CXXC1 CYP2S1 CYTIP DAXX DCAF15 DCTN5 DSE EDEM3 EEIG1 EFNA4 EIF4A2 ENTR1 ENTREP3 EPHB6 EVI2A EVI2B EVL FUT11 GALNT2 GATAD2A GPR146 H2BC18 HABP4 HDHD5 HS3ST3B1 IDNK IDS IFNAR1 IFNGR2 IKBKE IKZF1 IL6R INO80 INPP5B IRAK2 IRF4 ITCH ITGB7 ITPKB ITPR3 ITPRIP KCNA3 KDM2A KIAA2013 KIF21B KLHDC1 KREMEN1 L1CAM LFNG LIMD2 LIPA LRATD2 LRRC8A MAP2K6 MAP4K5 MEF2D MIA2 MRPL24 NFIC NIPBL NMB NMI NPRL2 NSD3 OS9 PACS1 PACS2 PARP16 PARP6 PBX2 PCNX3 PDCD4 PDE4B PDLIM1 PELI1 PHF20L1 PHTF1 PI4KB PIK3IP1 PIP4K2A PITPNC1 PITPNM1 PLCL2 POLR3GL PPIL4 PREX1 PSENEN RAB33B RAB8A RABGGTA RAP1GDS1 RARA RASAL3 RASGRP1 RB1CC1 RBM39 RGL2 RNF32 RNPEPL1 RRM2B SAMD8 SBF1 SENP6 SESN3 SGK3 SIPA1 SIPA1L1 SIRT7 SLC14A1 SLC16A5 SLC26A2 SLC35B3 SLC41A3 SMAD4 SMC6 SMPD5 SMURF2 SP4 SPIN1 SPO11 SPPL2A STAMBPL1 STK38 SYNE1 SYNJ2BP TAF7 TAFAZZIN TAOK1 TCF7 TESC THEMIS TLR1 TLR6 TMEM243 TMEM81 TNRC6B TRIM36 TSPAN32 TTYH3 TUT7 UBA7 UBE2D3 UCKL1 UGCG USE1 VPS13D WLS XPC XYLT2 ZBTB11 ZBTB12 ZNF292 ZNF398 ZNF471 ZNF563 ZNF592 GSE21670_UNTREATED_VS_IL6_TREATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21670_UNTREATED_VS_IL6_TREATED_CD4_TCELL_UP ABHD15 ADRA1D AGAP3 AGPAT1 AKAP13 AKT2 AMPD2 ANKLE2 ANKRD36BP1 AP2M1 AP4B1 APOBEC3A APP ARMC7 ASS1 ATG9A AUP1 BAIAP2 BATF BCORL1 C2orf68 C7orf31 CAPN1 CCDC3 CCDC50 CCL13 CCNI CCSER2 CD72 CDH1 CDIPT CDX2 CHUK CIPC CLEC14A CLPTM1L CMTM3 CNOT1 CNPPD1 CNTROB COG5 COQ4 CSRP1 CXCR4 DDIT4 DLAT DNAJB2 DUSP16 DUSP4 DVL3 EAF1 EDRF1-DT ENKD1 FAM219A FBXO5 GBF1 GGA3 GOLPH3 GSS HDAC4 HEXD HLA-A HPD HS6ST1 IL17RB IL2RB ILVBL ING1 INO80E INTS1 INTS11 IP6K1 IRAK1 IRF2BP2 ITPK1 JAK1 JAZF1 KAT2A KCNB1 KIF1C KLF16 KRTAP13-3 LINC00905 LINC01011 LONP1 LRRN4 MAPKAPK3 MCF2L2 MCOLN2 MED25 MFHAS1 MIR29B1 MIR600HG MSL2 MT1HL1 MUSTN1 MXD4 MYO1D MYO5B MZB1 NBEAL2 NCKAP1 NCOA1 NEK7 NR3C1 NUDT9 NXF1 OAF ODF3 OXA1L PDCD6P1 PEF1 PEX16 PFKFB3 PHF13 PLEKHF1 PLEKHG2 PLP2 PLXNA3 POLDIP3 POLR2J POU3F3 PPP1R16B PPP1R35 PPP1R37 PPP2R5C PPP2R5D PREB PROKR2 PRPSAP1 PRR5L PTGES2 PTPRD PUM1 QSOX2 RAB9A RANGAP1 RASA3 RGS2 RITA1 RNPEPL1 SCG5 SDHD SEMA4D SEMA5A SEMA5B SH2D2A SIK1 SLC25A11 SLC25A24 SLC29A4 SLC35A2 SLC37A4 SLC4A2 SMNDC1 SMPD2 SNORA6 SNORA70D SOCS1 SPATA6 SPRR3 STARD10 STARD3 STK24 STK36 TENT5C TICRR TIGIT TMEM143 TMEM43 TMSB15A TMUB1 TNFAIP3 TNP1 TOMM34 TOP1MT TOX TPM3P9 TPM4 TREML3P TRIM14 TRIM68 TSSC4 UBQLN4 UBTD2 UNC13D URAD USP31 WIPI1 YIPF3 ZAP70 ZBTB21 ZCCHC10 ZNF232 ZNF663P ZNF672 ZNF683 ZSWIM8 GSE21670_UNTREATED_VS_IL6_TREATED_STAT3_KO_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21670_UNTREATED_VS_IL6_TREATED_STAT3_KO_CD4_TCELL_DN ADD2 AHCY ALDH18A1 ANKRD17 APBA2 ARID5A ARID5B ATIC ATP2B4 BAZ1A BCL6 BYSL C1QBP C3 CAD CCT2 CCT3 CDK2 CDK4 CEACAM1 CEP112 CISH CLUAP1 CMSS1 CMTM8 CTPS1 CTSA CXCL1 CXCL5 DCTD DCTPP1 DDX10 DDX21 DHPS DTNBP1 DYRK2 EIF3B EIF4G1 ENO1 EPHB4 EXOSC5 F2RL1 FAM184A FARSB FLOT1 G3BP1 GNL2 GNL3 GPATCH4 GPRIN3 GTF3A GTPBP4 HDAC2 HEATR1 HIF1A HNRNPAB HNRNPR HPRT1 HSP90AB1 HSPD1 ID2 IKZF1 IL1B IL21R IL2RA IMPDH2 INTS10 IPO5 ITGA6 ITK JAK3 JUNB KAT2A KAT6A KDSR KICS2 LARP1 LARS1 LDHA LINS1 LMNB1 LPCAT3 LRP8 LRRC58 MAT2A MDN1 MET MRPS25 MRTO4 MSL3 MTHFD1L MYC NAA15 NAA25 NARF NAXE NDST2 NFKBIZ NIFK NME2P1 NOC3L NOL10 NOL6 NOLC1 NOP14 NOP2 NOTCH1 NTAQ1 NUDCD1 NUP205 PAICS PAK1IP1 PCED1B PDIA5 PDK1 PFAS PFKFB3 PGK1 PHB1 PIM1 PIM2 PMS1 PNO1 POLD2 POLR1A POLR1B POLR1C POLR3D PPIL1 PPP1R3B PPRC1 PRXL2A PUM3 PUS7 RANBP1 RAPGEF6 REXO2 RFC2 RIOK1 RNF157 RPF2 RPIA RRP12 RRS1 RUVBL1 SBNO2 SCFD2 SEH1L SFMBT2 SFPQ SFXN2 SFXN4 SIN3A SLC39A14 SLC7A1 SLC7A5 SNORA6 SOCS1 SOCS3 SOD1 SORD SP110 SREBF1 SRM SRPRB STAMBPL1 STAT3 STAT5A SULT1B1 TACO1 TAF4B TAF8 TBC1D15 TCAF2 TFB2M TFPI2 TMEM65 TP53 TRAP1 TRMT1 TSEN2 TSPAN17 TSPAN3 UBASH3B UBE3C URB2 UTP20 UTP4 WDR12 WDR3 WDR43 WDR74 XRN2 ZDHHC16 ZDHHC9 ZNF101 ZNRF1 GSE21670_UNTREATED_VS_IL6_TREATED_STAT3_KO_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21670_UNTREATED_VS_IL6_TREATED_STAT3_KO_CD4_TCELL_UP ABCC3 ABHD4 ABI2 ACAP2 ACP5 ADA2 ADAM28 ADCY7 ADGRE5 AHNAK AK5 ALDH1A1 ANKRD44 ANTXR2 APBB1IP AQP3 ARRB2 ARRDC2 ARRDC3 ATL1 ATP6AP1 ATP6AP2 C1orf162 C5 CALCOCO1 CALHM2 CCDC65 CCDC88A CD109 CD180 CD27 CD36 CD3G CD4 CD40LG CD52 CD9 CD96 CEMIP2 CLDN12 CLEC2D CLEC4E CORO6 CREBL2 CREG1 CRIM1 CSF1R CSF3R CSGALNACT2 CTSS CYBB CYBRD1 DECR1 DGKD DHRS9 DIAPH1 DNAAF4 DPEP2 DPYSL2 DYNLT3 ECM1 ELF1 ERMAP EVI2A EVI2B FAM111A FCMR FGL2 FIG4 FLNA FMNL1 FYN G6PD GABBR1 GASK1B GCNT4 GGTA1 GM2A GPAT3 GPC4 GSN GSTO1 H2AJ HAAO HDAC5 HGSNAT HLA-DMB HVCN1 ID3 IGFLR1 IL13RA1 IL17RA IL23A IL36A IRAG2 ITGB2 JAML JOSD1 KLF3-AS1 KLHL3 LAIR1 LBH LGALS3 LINC00921 LRP1 LYZ MANBA MAP7D1 MARCHF1 ME1 METTL7A MINDY1 MITF MREG MYB MYO1E NCAM1 NCKAP1L NDRG2 NFAM1 NFE2L2 NLRP3 NMT2 NRCAM PARP4 PDE3B PDE7A PDE7B PDK4 PELI1 PIP4P2 PLBD1 PLD3 PLXDC1 PNMA8A PPFIBP1 PRCP PRDM8 PSAP PTPRJ PYGL RAB37 RAB8B RAP2B RASGRP2 RCBTB2 RCSD1 RGCC RNASE1 RNASE6 RRM1 RRM2B RSPH3 RTN1 SDCBP SFXN3 SH3BGRL3 SIRPG SLC16A5 SLC38A6 SLC44A1 SLC8A1 SLC9A6 SLCO3A1 SMC4 SMIM14 SNRK SORBS3 SPARC SPPL2A SSBP2 STAB1 STAT4 STK26 TBL1X TBXAS1 TGFBI TIMD4 TIMP2 TLR6 TMBIM1 TMEM144 TMEM63A TNFAIP2 TNFAIP3 TNFAIP8L2 TNFRSF1A TOB1 TPP1 TRAV8-3 TSPAN33 TTYH2 TXNIP UBXN11 UEVLD UTRN VPS45 VSIR YPEL4 ZYX GSE21670_UNTREATED_VS_TGFB_IL6_TREATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21670_UNTREATED_VS_TGFB_IL6_TREATED_CD4_TCELL_DN ADGRE1 ADGRG6 ADSS2 AK5 ALG8 ALPI AMZ1 APPBP2 APTX ARHGEF6 ATAD1 ATP5MC3 ATP5MK BMP3 C1QBP C2CD2 CACUL1 CCDC110 CCDC12 CCDC59 CDC42 CGREF1 CHRDL2 COPRS COX16 COX18 COX6C COX7C CROT CSTF3 CUL2 DECR1 DNAJB13 DNTT DPF1 DPM1 DPYSL3 EBNA1BP2 EEF1AKMT1 EIF2A EIF2S1 EIF3E ENSG00000124835 EPCAM EPHX2 ESD FAM230B FAM86C1P FDPS FLG FSD1L FUS GARIN1B GEMIN6 GLT8D2 GMFG GPR158 HINT1 HMGB3P24 HNRNPH1 HOXC12 HSD17B12 HSD3BP4 HTR1D JAML KCTD18 KRTAP20-2 KU-MEL-3 LINC00314 LINC03006 LIPC LRIT3 LRP2BP LYRM1 MAGOH MAGOHB MCEMP1 MICOS10 MICU3 MIR185 MIR202 MIR214 MIR9-1 MORN2 MRPL20 MRPL51 MRPS23 MTMR1 MYL12BP2 NDUFA12 NDUFS6 NIT2 NNMT NOP10 NTN1 OCIAD1 OR1D2 OR51F2 OR56A4 OSGIN2 OSTCP1 OVGP1 PDE6H PDHB PDZD2 PFN2 PGGT1B PGRMC2 PHOX2B PLAC8 PM20D1 PMF1 POLR1B POMP PPP2R2C PRKCA PRODH2 PSMB1 PSMG2 PTS RAB11A REP15 RETNLB RFC3 RNU11 RPL10A RPL17 RPL23P8 RPL26 RPL27 RPL29 RPL30 RPL37AP8 RPL5 RPL6 RPL9 RPLP2 RPS15A RPS17 RPS25 RPS27 RPS27A RPS29 RPS3A RPS6KB1 RPS7 RPSAP15 RTN4IP1 S100A6 SAR1A SCOC-AS1 SEC61G SELENOF SERPINB10 SLC12A1 SLC16A10 SLC18A2 SLC22A25 SLC2A2 SLC4A10 SMIM2 SNORA22 SNORA2B SNORD21 SNORD41 SNRPA1 SNRPE SPACA3 SRSF9 ST13P4 STX1B SUCLG2 SYDE2 SYNCRIP SYNGR1 SYNJ2BP TAF15 TAL1 TAS1R1 TCTN1 TFAM TGDS TMEM14C TRA2B TRIM7 TSC1 UNC80 UQCRBP1 USP44 WDR17 WDR36 XKR4 YTHDC1 ZNF45 ZNF479 ZNF589 ZNF607 ZNHIT6 GSE21670_UNTREATED_VS_TGFB_IL6_TREATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21670_UNTREATED_VS_TGFB_IL6_TREATED_CD4_TCELL_UP ACYP1 AGBL5 AICDA ALPK1 ANKRD10 ANLN ATAD2 ATP13A5 AURKA BACH2 BCR BRD3 BUB1 BUB1B C1orf35 C3orf52 C5 CADPS CAMSAP1 CASZ1 CCDC141 CCDC18 CCDC34 CCDC82 CCDC93 CCNB2 CCND3 CCNE1 CDC20 CDC25A CDC25C CDCA3 CDK19 CENPA CENPE CENPI CENPU CEP135 CEP192 CEP57L1 CHN2 CHTF18 CLDN23 CRYBG1 CSPP1 CYTH2 DCLRE1C DDB2 DDX11 DEK DEPDC1 DEPTOR DIS3L E2F1 E2F7 ECT2 ELOA-AS1 EME1 EPS8 ERCC6L ERI2 FAM110A FAM83D FANCG FANCL FAR2P2 GAS2L3 GFOD1 GPSM2 H2AX HAUS8 HEMGN HES6 HMGB3 HMGB3P1 HP1BP3 IFT80 IMPA2 IQCD KANK2 KCTD7 KIF18A KIF20A KMT2A KTN1 KYAT1 LIMK2 LMO7 LPP LRRC37A2 LUC7L3 MAZ MELK MFHAS1 MPHOSPH9 MTFR2 MXD3 MYBL1 NCAPG NCAPG2 NCKIPSD NDE1 NEIL3 NEK1 NSD2 NUCKS1 NUF2 NUSAP1 ORC1 ORC6 PABIR2 PALLD PBX3 PCDH9 PCNX1 PEX5 PGBD5 PIDD1 PIF1 PLCL2 PLK4 PNMA1 POLH POLQ POU4F1 PRC1 PRKAR2B PSIP1 PSMC3IP PSRC1 RAB15 RALBP1 RBSN RDM1 REXO5 RFC3 ROCK2 RTKN2 SANBR SAPCD2 SASS6 SCAF8 SCARNA15 SCLT1 SDR16C5 SFXN4 SLC2A5 SLC35E3 SNTB2 SNW1 SPC24 SPDL1 STAG1 STK40 STMN1 SUGP2 SUSD3 SUV39H1 SYNE2 TACC3 TAF5 TASOR2 TBC1D31 TCF12 TCF19 TCL6 TIAM1 TK1 TMPO-AS1 TMSB15A TMSB15B TOPBP1 TTK TTL UBE4B UBR5 UHRF1 USP30 USP34 WAC WASF3 WDHD1 WDR5 WDR90 XPNPEP1 ZFYVE19 ZMYM1 ZMYM2 ZMYND19 ZNF367 ZNF385B ZNF518A ZNF831 ZWINT GSE21670_UNTREATED_VS_TGFB_IL6_TREATED_STAT3_KO_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21670_UNTREATED_VS_TGFB_IL6_TREATED_STAT3_KO_CD4_TCELL_DN AAK1 AAMP ABCG1 ABHD17B ACSS2 ACTR3 ADD3 AHNAK AKIRIN1 ALDH3A2 ALKBH6 ANXA6 ARFGEF1 ARHGAP18 ARHGAP4 ASCC1 ATP1B3 BBS4 BLTP1 BMT2 BTF3 C9orf78 CARD11 CAST CBL CCAR2 CCND3 CD2 CD3G CD53 CD7 CD8B CFAP418 CHFR CNPPD1 CNTRL COMMD8 COP1 COX20 CRYBG1 CYTIP DAPK3 DCAF1 DGKZ DNAAF5 DNAJA4 DNAJB13 DNPEP DOK2 DONSON DPP4 EAF1 EIF3K FBXO17 FBXO38 FLI1 FLT3LG FYB1 GPD1L GSE1 HERPUD2 HEXB HLA-C HNRNPL HSP90B1 HUWE1 IFNAR2 IFT80 IKZF1 IL2RG INO80D INPP5D ITGAE ITGAL ITGB2 JPT1 KAT8 KDM3B KLF2 KLHL28 KRCC1 LAMTOR4 LBR LCK LMBRD1 LMO4 LRRC8C MAP4K2 MBNL1 MED13 MEX3D MICOS13 MLLT6 MLX MSN MTA2 MTFR1L MTHFS MTSS1 MYLIP N4BP2L2 NADSYN1 NCK1 NDUFA6 NFKBIE NPC2 NPRL2 NR2C2AP NSA2 NSF P4HTM PARP4 PFDN2 PHF1 PI4KB PITPNA PLEKHG2 PNPLA7 PPP2R5A PRPF39 PSAP PSD4 PSENEN PTBP3 PTPRCAP RAB6A RABGGTA RAP1A RB1CC1 RBM25 RBM3 RCBTB2 RCSD1 RMND1 RMND5A RNF220 ROCK1 RPL11 RPL23 RPS27 RPS29 RSF1 RUNX3 S100A10 S1PR1 SARAF SAT1 SATB1 SDCBP2 SDHC SEC22B SEC61G SGPL1 SH2D1A SIPA1 SKIC2 SLC12A7 SLC37A1 SMAP2 SMC4 SMDT1 SMPD5 SMURF1 SNAPC1 SPG21 SPSB3 SPTBN1 SSU72 STAG2 STAT3 STAT4 STK26 SUSD3 SYNE1 TACC1 TAPT1 TECR TK2 TMEM134 TMEM184C TMEM71 TMOD3 TMX4 TPT1 TRIM23 TRRAP TSPYL2 TTC14 UBE2B UBE2D1 UBE2G1 UBE2S UBL7 UNC13D YIPF4 YME1L1 YWHAZ ZDHHC20 ZHX2 ZNF23 GSE21670_UNTREATED_VS_TGFB_IL6_TREATED_STAT3_KO_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21670_UNTREATED_VS_TGFB_IL6_TREATED_STAT3_KO_CD4_TCELL_UP AARS1 ABHD4 ACOT9 AEN AFDN AKR1E2 ALCAM ALDH18A1 ALPK2 ANXA3 AOPEP ARFGAP3 ASF1B ASNS ATAD2 BCAT1 BMPR2 C9orf72 CAPG CASP3 CCHCR1 CCNA2 CCNB2 CD38 CDC6 CDCA5 CDK1 CDK6 CENPK CEP43 CHSY1 CINP CISH CKS1B CKS2 COG6 COMMD9 COX7A1 CPD CREB3L2 CTIF CTLA4 CTNNA1 DGCR6 DHFR DNA2 DNAAF4 DPCD DSN1 DUSP16 DUSP4 DYRK3 EEA1 EGLN3 EHD4 EI24 EIF4EBP1 FABP5 FANCI FBXW11 FCRL1 FRRS1 GABARAPL1 GCSH GFER GFOD1 GINS1 GJA1 GLOD4 GMPR2 GPR171 GPR89B HIVEP3 HLA-DMA HSPA4L IDE IFT57 IFT88 IKZF3 IKZF4 IL2RA IMPDH2 IQCF5 IRF4 IRF8 KIAA1191 KIF18B KIF22 KLF9 KMT5A KNSTRN KY LAMC1 LCLAT1 LITAF LPGAT1 LRRC75A MAFG MAP3K20 MAP7 MAPKAPK3 MCM5 MDFIC METTL4 MGAT5 MKI67 MPZL1 MRPS6 MRRF MT1E MYB MYO1C N4BP1 NARS1 NCAPH NICN1 NR4A3 NUDT6 NUF2 NUP43 NUSAP1 ODC1 PASK PBK PDK3 PLAGL1 PLP2 PLSCR1 POLA1 POLE POLK PPFIBP1 PPP1R16A PPP2R1B PRNP PSAT1 PSMD1 PTPRS RACGAP1 RAD51B RBPJ REEP5 RGS1 RHOQ RNF149 RNF181 RNMT RRAGD RRM2 RUFY3 SCAMP1 SEMA7A SEPHS1 SGO1 SLC19A2 SLC35B1 SLC35F5 SLC39A8 SLC5A3 SLC66A1 SLC9B2 SLFN12 SMYD3 SNHG32 SNORD89 SNX12 SOCS2 SPC25 SPP1 SPRY1 SS18 STAB1 STIL STMN1 STON1 TCF19 TDRKH TFDP2 TIGD2 TMCC1 TMEM17 TMEM214 TMPRSS3 TNFRSF1B TOP2A TOR1AIP2 TRAIP TRMT5 TTC39B TXN2 UBE4B UBL4A UMPS USP27X UXS1 VCL YBX3 ZBED5 ZNF22 ZNF580 GSE21670_UNTREATED_VS_TGFB_TREATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21670_UNTREATED_VS_TGFB_TREATED_CD4_TCELL_DN AAMDC ACOX1 ADAM22 ADGRA3 AGO1 ALDH1L1 ALDOC ANKRD33B APH1B ATP10D AXL BACH1 BCORL1 CADPS2 CAMSAP3 CAPS2 CASP4 CASTOR1 CBX7 CCDC120 CD200 CDC14B CDC42EP3 CERS4 CILK1 CLN3 COL4A1 COL4A2 CRISPLD1 CSGALNACT1 CYP2D6 DGKG DLG2 DPM1 DUBR EFCAB14 EHMT1 EID2 EMX2OS ENO2 ENTPD1 EPHB6 ESAM EXOC6B EYA2 F11R F2RL3 FGD3 FGD5 FGF11 FHL1 FICD FMO5 FOXO1 FRY FSTL1 GBP2 GBX2 GCH1 GHR GLUL GPRASP2 GPRASP3 GPRIN2 GPX7 GTF2I HACD4 HLA-B IER3 IER5 IFI27 IFIT1 IFIT1B IFT43 IL4 INHA INPP5A INTS6L IRF6 ITM2A ITSN1 JADE2 KIAA1522 KLHDC1 KMT2A KRT18 LDHD LGALS4 MAF MAMDC2 MBLAC2 MED12L METTL7A MFSD8 MPL MPRIP MPZL1 MSANTD4 MTAP MTURN MUC13 MYCN MYCT1 MYO1H NAP1L3 NBEA NDN NFE2 NKX2-3 NPR2 NYNRIN OCRL OSBPL1A OXR1 PABPC4L PALLD PARP14 PBX1 PCMTD1 PDE4DIP PDZK1IP1 PHC1 PHLPP1 PIGP PLD3 PLSCR4 PLXDC2 PPARGC1A PRDM16 PRKAA2 PRKG1 PROCR PRR13 PRRC1 PRRC2B PRXL2C PTGS1 RAB37 RAB38 RAI14 RASGEF1B RASSF6 RBM4B RBM5 RBMS2 RBP1 RDH5 RGS1 RINL RNASEL RND2 SALL2 SCAI SEC24C SFXN4 SGCE SIPA1L3 SIX5 SLA2 SLC16A9 SLC35D2 SLCO2A1 SPTBN4 ST3GAL1 ST6GALNAC5 STAT1 STXBP4 SYDE1 TBXAS1 TGFBR2 TIE1 TLE6 TMBIM1 TMBIM4 TNNI3 TOR4A TPRG1L TRAF1 TREML2 TRIB3 TSPAN4 TTC19 TTC28 TTC3 TTC8 TTLL7 TXNIP UBASH3B UBE2E2 UNC45B UPP1 USP54 VLDLR VPS54 WBP1L YES1 ZNF141 ZNF862 ZNFX1 GSE21670_UNTREATED_VS_TGFB_TREATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21670_UNTREATED_VS_TGFB_TREATED_CD4_TCELL_UP ABCA12 ABCD2 ACCSL ACOT12 ADAD2 ADRA1A ALDH3B1 ALX1 ARHGDIG ARHGEF37 ARTN ASS1 BLOC1S3 BMP10 BPIFB2 BUB1B C10orf90 C2orf42 C3 C6orf118 CAPN8 CAPNS2 CCNB3 CD163 CDH18 CDK20 CDKN2B CDT1 CEP128 CFAP70 CHRM3 CHRM4 CLDN10 CLEC3B CNN3 COBL CRYAA CXCL17 CYLC2 CYP2U1 CYP4A11 DCLRE1C DESI1 DGKB DLG5 DLK1 DMRT2 DMRT3 DNAH17 DPCD DRD2 DTNA DUSP8 ECT2 EFCAB11 EIF1AD EPHA6 FABP4 FAM151A FAM83G FBXL13 FKBP2 FKBP6 FOXJ1 FREM2 GCM1 GGT6 GLB1L GP2 GPAT4 GPR174 GRIK3 GSDMC GSTA5 HAPLN4 HBZ HCN1 HRH1 HSPA8 HSPBAP1 IFITM10 IGDCC3 IGSF9 IKZF1 IL31RA INSYN1 IQCF5 IQSEC3 JPH3 KCNC2 KCNJ15 KCNJ6 KCNQ1 KCNQ4 KIF23 KIF4A KLK11 LACTBL1 LAMC3 LIF LIPI LIPT2 LRP2 MAPK10 MAT1A MCHR1 MDH1B MEP1B MGAT3 MIS18BP1 MORN3 MPP1 MPZL3 MSGN1 MYOG MZB1 NDUFA4 NECAB2 NKX2-5 NODAL NOS1 NOS3 NR2E1 NTMT2 OPN1LW OPRL1 P2RY4 PABPC5 PAMR1 PARP1 PCDHB6 PDGFB PDILT PHACTR1 PHLDA3 PLA2G4E PLBD1 PLEKHS1 PLIN5 PNLIP PPM1E PRM3 RAB39A RAB3B RAD51B RAP2C RASGRP4 RBP3 REG3A RFX4 RGR RIBC2 RIPK2 RNF182 RTN4RL1 SAA1 SCN2A SCN4B SCNN1G SDK1 SEL1L3 SGMS2 SH3RF3 SHOX2 SLC1A1 SLC25A12 SLC30A3 SLC30A8 SLITRK5 SMAD9 SNCB SPATS1 SPTBN2 STAC STEAP2 SYNDIG1 TACR2 TEAD1 TENM2 TENT2 TEX12 TLR5 TMC2 TMEM117 TMEM184C TRPC5 TTC22 TTC36 UBASH3A UBE2C UGT2B15 VAT1L VSX1 WNT7B XRCC6 ZDHHC15 ZNF385C ZNF541 ZNF750 ZYG11A GSE21670_UNTREATED_VS_TGFB_TREATED_STAT3_KO_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21670_UNTREATED_VS_TGFB_TREATED_STAT3_KO_CD4_TCELL_DN ABHD4 ACD ACTN4 ADAM19 ANKRD44 AP4B1 ARHGAP25 ASAP1 ATXN1 BATF BCL11B BCL2 BCL2L1 BCL6 BHLHE40 BTG1 C12orf56 C12orf76 CAMK2D CASP3 CD200R1 CD44 CD46 CD5 CD69 CD84 CDCA7L CDH1 CEP164 CERS6 CISH CNKSR2 CREB3 CSF1 CSRP1 CTLA4 CXCL13 CXCR4 CYC1 CYLD CYTH1 DARS1 DHRS3 DIPK1A DMAC2 DPP4 DUSP4 EAF1 EDARADD EEIG2 ELL2 EOMES ETNK1 ETS1 ETV3 FAM50A FAM98A FCHSD2 FGFR1OP2 FURIN FYN GAB2 GAB3 GDI1 GFI1 GIT2 GLDC GNG2 GNPDA1 GPCPD1 GPR132 H2AC21 H2AJ H2BC21 HDAC9 HERC1 HIPK1 HIPK2 HPGD HSPA13 HSPH1 IER5 IGSF11 IKZF2 IKZF4 IL13 IL17RB IL2RA IL5 IL9 IMMT IRF4 ITK JOSD1 KPNA6 KRT1 LCP2 LIMA1 LPAL2 LRFN2 LRIG1 LRRC32 LRRC59 MAL MAN2A2 MAP4K1 MAPK1 MEOX1 MGAT2 MIR21 MKRN1 MRPL35 NABP1 NBEAL2 NCOA3 NDFIP2 NFKBIZ NIPAL2 NIT1 NMT1 NSMCE1 P4HB PCED1B PDE4B PECAM1 PGM1 PGM3 PHF20L1 PITRM1 PLXDC1 POLR2E PRKCQ PRPF38B PTGDR PTGER2 PTPN1 PTPN9 RAB19 RAB27B RAB30 RAP1A RASA1 RASAL3 RASGRP3 RASL11A RASSF5 REL RGS1 RGS16 RNF125 RNF168 RPS6KB2 RRAGD RRM1 SEC23B SEMA4D SEMA5A SGSH SLC12A2 SLC26A11 SLC37A3 SLC39A8 SLC9A7 SLCO3A1 SMAP2 SMARCAL1 SNORA52 SNORA70E SOCS1 SPINT2 SSNA1 ST8SIA4 STAT4 STK17B STK4 SYTL3 TBC1D1 TBC1D13 TBC1D20 TCP1 TESPA1 TIAM1 TIGIT TMEM71 TNF TNFRSF9 TNFSF8 TPD52L2 TRAFD1 TRIP10 TSPAN5 TTC39B TUT7 TXNDC16 UNC13D VDR XBP1 XPOT YWHAQP8 GSE21670_UNTREATED_VS_TGFB_TREATED_STAT3_KO_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21670_UNTREATED_VS_TGFB_TREATED_STAT3_KO_CD4_TCELL_UP AAMDC ADCY9 ADCYAP1R1 ALB AMER1 AP1G2 ARF5 ARHGAP6 ARMC3 ARMC9 ASAP2 ATP1A2 BHLHE23 BRINP1 C12orf43 C2CD2 CAPN9 CARD14 CARF CAVIN3 CCDC146 CCDC65 CCDC97 CCL25 CD79A CEP85 CHEK2 CHIA CIB2 CILK1 CLN6 CPSF4L CTTN CYLC2 DACT2 DDR1 DDX19A DEXI DHRSX DPF3 DSC3 DTX3 DUS4L DZIP3 ECHDC2 EFCAB14 EFCAB6 EGR1 ELAPOR1 ELMOD1 ESRRG F2R FABP6 FAM162B FAM184A FBXO36 FHIP1A FOXO1 FXR2 FXYD4 GABRA5 GDNF GJA4 GNPDA1 GNS GON4L GSTA3 HDAC10 HDAC3 HDHD3 HLA-B HSPA1L HYAL2 HYAL4 IDO1 IFT140 IL17B IL21 IRF7 KCND3 KDM4A KIF1C KSR1 L1TD1 LBX2 LGALS4 LRSAM1 LTBP1 MACROD1 MEP1A MIDEAS MINK1 MIX23 MLST8 MMP9 MOB3C MPP7 MYO18B NCAM2 NCAN NCAPG NEK5 NEK8 NIPAL3 NKX2-1 NLGN1 NLRP9 NR1D1 NRCAM NRIP3 NSD3 NSUN4 NUAK1 OTOP1 P3H2 PATJ PATZ1 PBX1 PCDHGC4 PCMT1 PERP PEX10 PGGHG PGPEP1 PIGV PIK3C2G PLCH2 PLEKHG5 PLEKHO2 PLPP3 PLXNB3 PPIF PRAP1 PRR13 QPRT RAB30 RAB42 RAC3 RBM4B RBMS2 REG4 RFX2 RGS12 RHOD RICTOR RPL23 RPS18 RPS23 RUSC2 S1PR4 SELENOW SERPINB6 SERTAD1 SHISA3 SIX5 SLC1A4 SLC39A4 SMARCD3 SMC5 SNAPC5 SNX15 SOCS7 SPATA2 SPIRE2 SRCIN1 ST8SIA5 STS SUOX SUZ12 SYT6 TACR1 TCTE1 TCTN2 TGFB1I1 TGIF2 THOC2 TMCC1 TMEM222 TMEM44 TMEM80 TNPO2 TPCN1 TRAPPC9 TSC1 TSC22D1 TSPAN13 UBL5 UBL7 VAMP8 WASF3 WIPF2 WNT8A XKR5 YJEFN3 ZBTB45 ZMAT2 ZNF446 ZNF786 ZP3 GSE21678_WT_VS_FOXO1_FOXO3_KO_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21678_WT_VS_FOXO1_FOXO3_KO_TREG_DN ABCB1 ABCF2 AGMAT AIMP2 AKAP1 AKAP12 ALKBH2 ANXA2P3 AP5S1 ARMCX1 ARMCX2 ATP13A2 ATXN7L3 B3GALT4 BCDIN3D BCL11A BEND5 BRF2 BYSL C10orf95 C9orf24 CBR3 CCDC102A CCDC22 CCDC7 CCR2 CD99L2 CHAF1A CHID1 COQ4 CPA5 CSTPP1 CXCL11 DCAF4 DDX51 DHCR24 DMAC2 DNAJC16 DOLK DPH2 DTHD1 EARS2 EEFSEC EIF2B3 ELP6 ENDOG ENTR1 ERVV-1 FAM223B FAM50B FAM86B1 FANCE FARSA FCGBP FNTB FXYD6 GAL3ST4 GART GIMAP5 GTSF1 HGH1 HNRNPF HSD17B6 HYLS1 IFT22 IKBKE INTS5 IPO4 ISOC2 KCNK9 KDM4A KLB KRBA2 L3MBTL2 LARS2 LETM1 LFNG LHPP LIN9 LZTS2 MAGEB2 MAGED2 MAP1S MBOAT7 MID1 MIPEP MMP25 MRPL45 MSH6 MSX2 MTHFD1L MTUS1 MYC MYO9A NBEA NCOA5 NHEJ1 NIPSNAP1 NIPSNAP3B NR2C2AP NUDT7 OCEL1 OR52K3P PAFAH1B3 PARS2 PDCD11 PDCD5 PDK2 PEX10 PFAS PFDN6 PGBD2 PHGDH PHRF1 PKNOX1 PLS1 POLR1G POMGNT2 PPAN PPEF1 PRKAG2-AS1 PSAT1 PTH PWP2 PXMP2 RAB15 RAD51D RCC1 REXO4 RFESD RING1 RITA1 RNF185 ROBO1 RPE RRP9 RTL10 RUNDC3B SALL2 SCRN2 SCYL1 SENP8 SGCA SIRT4 SLC2A1 SLC9A3-AS1 SMIM8 SRF ST3GAL2 STXBP4 SURF2 TARP TBRG4 TCEA2 TCP10L3 TCTN3 TIMM13 TM7SF2 TMEM129 TMEM143 TMEM161A TMEM229B TMEM256 TRIB3 TRIM32 TRPT1 TUBA1A TWNK UBIAD1 UNC13C VAT1 WDR41 WDR77 ZBTB9 ZFP69B ZFTA ZFTRAF1 ZKSCAN4 ZNF19 ZNF224 ZNF235 ZNF239 ZNF284 ZNF343 ZNF511 ZNF514 ZNF671 ZNF71 ZNHIT2 ZSCAN26 ZSWIM8 ZW10 GSE21678_WT_VS_FOXO1_FOXO3_KO_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21678_WT_VS_FOXO1_FOXO3_KO_TREG_UP ABCA1 ACVR2A ADIPOR1 AGFG1 ALG13 ALG9 AP1G1 AP3M2 AREG ARID1B ARIH1 ARL5B ASAP1 ATAD2 BEX1 BRMS1L BTG3 C19orf18 C6orf62 CABP7 CAPZA3 CAVIN2 CCDC141 CCNH CCT6B CD200 CD99P1 CDK5RAP2 CDR1 CEACAM4 CEP120 CETP CH25H CLDN23 CLUHP3 CPEB4 CRYBG1 CT45A5 CTLA4 DENND6A DLEU2 DNAJB14 DNAJB9 DNAJC25 DNAJC27 DNM3 EHD4 ELOVL7 ERO1A EZH2 FAM76B FANCL FBXL22 FBXO32 FCF1 FIRRE FNIP1 FRMD4B FSD1L FTHL17 GEM GLA GPHN GPR183 GPRIN3 GSN H2AC14 H2BC21 H2BC4 HBS1L HIP1 ICOS IFNGR1 IL2RA INPP5A INTS6 IRF2BP2 IRF2BPL ITGBL1 IVNS1ABP JMJD1C KBTBD8 KCNMB3 KLHL15 KMT2E LINC01619 LMNB1 LONRF3 LPIN1 LRRC39 LRRC66 LRRC8C MAMLD1 MAP3K5 MAP3K7CL MAP3K8 MASTL MB21D2 MED13L MED6 MFSD14A MITF MMD MMRN1 MND1 MYO18B NAMPT NANS NARF NFKBIZ NINJ1 NPY4R OSER1 PAFAH1B1 PAM PCLAF PDCL PELI1 PIAS2 PIGA PIM3 PLPP5 PNPLA8 POLB PRDM1 PRKAR2B PSMD12 RAB5A RABGGTB RAP2C REL RIOK3 RPGR RPRD1B RRAD RRM2 SCYL2 SDC4 SDCBP SEC14L1 SEC24A SESN3 SFMBT2 SGK1 SH3BP5 SHOC2 SLC11A2 SLC16A6 SLC35A2 SLC9A8 SMAP1 SMIM3 SNORD89 SOCS3 SPAG9 SREK1 SRGN SRSF7 SSH2 SUPV3L1 SYTL3 TAF2 TECTA TENT5C THBS1 TNNT1 TP53BP2 TRBV10-2 TRPC1 TRPS1 TXNDC11 TXNDC16 ULBP2 USP12 USP14 USP16 USP3 USP47 UVRAG VAV3 VDAC1 VTI1A WDR91 XAGE3 ZBTB10 ZBTB21 ZDBF2 ZEB1 ZNF165 ZNF410 ZNF682 ZNF736 ZNF750 GSE21774_CD56_BRIGHT_VS_DIM_CD62L_POSITIVE_NK_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21774_CD56_BRIGHT_VS_DIM_CD62L_POSITIVE_NK_CELL_DN ABCB6 ADD2 ADGRE5 AGAP1 AIF1 AK5 AK7 ALDH1A1 ALKBH8 APLN APLP2 ATL1 ATP13A3 ATP1B2 ATP5MC1 ATP5MG B3GALT2 BEX4 BLVRB BSND BTAF1 C17orf99 C19orf67 C1orf50 C5orf22 CALY CAMSAP2 CD40 CD82 CECR2 CISD1 CITED4 COMMD5 CPT2 CTH CYTH3 DAD1 DAPK2 DAXX DDIAS DHRS4 DNAJA3 DNAJC19 DNAJC2 DPY19L1 DPY19L4 DUSP10 E2F4 EARS2 ELL2 EMC9 ENDOD1 EPB41L5 EPDR1 EPOR ERCC6L EXOC3 EXOSC1 FAAP24 FABP12 FAM241A FBXO31 FECH FUZ G6PD GADD45GIP1 GAR1 GAREM1 GCLM GFER GOLM1 GPR107 GRB10 GZMH HACD1 HEBP1 HOXB13 HPN HTRA2 HYAL2 IBA57 IGF2R JOSD2 KEL KHDRBS1 KLF1 KLHL12 L3MBTL2 LAMA2 LAMC2 LEPROT LHPP LTBP1 MCRIP2 MDGA2 MEIOB METAP2 METTL16 MFAP4 MGLL MINPP1 MRAP MRI1 MRPL54 MRPS26 MRPS36 MST1R MTHFD1 MUSTN1 MYH10 MYO1D NCBP2AS2 NECAB3 NECAP2 NEFL NKX1-2 NOL9 NRIP3 NUDCD2 NUP214 NXPE2 NXPE4 OAF OXNAD1 PABPC4 PBX4 PLXNA2 POLDIP2 POLR2J POLR3E POP1 POU3F3 PPM1L PRDX6 PRPF4 PVT1 PWWP4 RBKS RECQL4 REEP6 REPS2 REXO2 RNF19A RPIA RRM2 RRP9 SAC3D1 SACS SAMD1 SCML2 SCYL3 SEPTIN8 SETD4 SFXN2 SGSM3 SH3TC2 SLC12A4 SLC16A10 SLC22A23 SLC23A3 SLC2A4 SLC36A3 SLC38A5 SLC43A1 SNCA SNHG17 SPATA16 SPTA1 SRP19 ST3GAL5 STK11 STOM STX2 SYCE3 TBCCD1 TBRG4 TENT5C TEX9 TIMM10 TMED1 TPRKB TPST1 TRAPPC10 TRMT61A TSPO2 TTLL12 TYSND1 UBAC1 UGCG UROD UROS USP36 UTP15 VSTM5 VSX1 WDR91 WSB2 XPNPEP1 ZDHHC14 ZMAT3 GSE21774_CD56_BRIGHT_VS_DIM_CD62L_POSITIVE_NK_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21774_CD56_BRIGHT_VS_DIM_CD62L_POSITIVE_NK_CELL_UP ABCA5 ABCB4 ABRAXAS1 ADCY6 ADCY9 ALDH1A1 ALG11 AMPD3 ANKIB1 ANKRD13C AQP1 AQP9 ATP8A1 BEX4 BLVRB BPGM CA1 CA2 CADPS2 CAVIN1 CBFA2T2 CCDC136 CCND3 CCNT2 CD9 CITED2 CLDN7 CMAS COL18A1 COL5A1 CPEB4 CPXM1 CREBRF CYTH3 DACH1 DCAF12L1 DENND5B DERL1 DNMT3A DPY19L3 DPY19L4 ENPP4 EPB41 EPB41L5 EPDR1 EPOR EXOC6 FAM76A FBXO9 FGD3 FHL1 FRYL GCNT1 GFI1B GHR GIMAP5 GORAB GPAM GPR155 GRB10 GSE1 GSTM1 GSTM3 GYPC HACE1 HDGF HEMGN HIF1A HK1 HYCC1 IFIT2 INSR INTS6L ITGA6 ITGB2 ITGB3 ITSN1 KEL KLF1 KLF11 MAGED2 MAP9 MARCHF7 MARVELD2 MAST4 MECOM MED12L METTL8 MKNK1 MLLT3 MMRN1 MOB1B MPL MT2A MYCN MYL11 NAP1L3 NBEA NCKAP1 NDN NDNF NDRG3 NFIA NIPA1 NLK NSD3 NT5C3A NTN4 NUPR1 NXPE2 OSBPL3 OSBPL8 OSTM1 OTUB2 P2RX1 PDCD4 PER3 PGAP4 PIP5K1B PITPNC1 PKP2 PLCB4 PLXDC2 PLXNC1 PML PPM1L PPP1R12A PRDM15 PRKAR2B PSD3 PTBP3 PTK2 PTPN12 PTTG1IP RAB37 RAB40B RABIF RANBP6 RAP1B RCOR1 RCVRN RDH10 RFK RHAG RHD RIOK3 RNF125 RNF217 RO60 SAP130 SCML2 SEPTIN8 SESN3 SH3GLB1 SH3YL1 SIK3 SLC25A24 SLC38A5 SLC9A6 SMIM13 SNX25 SNX7 SOX6 SPIRE1 SPTA1 SSX2IP ST3GAL1 STARD4 STT3B SYTL4 TBC1D8B TBXAS1 TCEANC2 TENT5C TGFBR3 TJP1 TMEM64 TNIK TPST1 TRIB2 TRPC6 TSPO2 UNKL USP32 UTRN VAMP5 VWF WDFY3 WDR44 WRNIP1 YAF2 ZBTB11 ZBTB43 ZCCHC2 ZDHHC13 ZFP36L1 ZFPM1 ZIK1 ZMAT3 ZNF12 GSE21774_CD62L_POS_CD56_BRIGHT_VS_CD62L_NEG_CD56_DIM_NK_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21774_CD62L_POS_CD56_BRIGHT_VS_CD62L_NEG_CD56_DIM_NK_CELL_DN ABCA5 AFDN AGO1 AKAP9 ARHGAP29 ASB4 ATP8A1 ATP8B2 BIRC2 BPGM BRDT C3orf70 C9orf72 CA2 CADPS2 CASD1 CBFA2T2 CCDC136 CCDC66 CCDC88A CD38 CDK17 CDKN2D CELF5 CFAP300 CHD6 CHEK2 CISD1 CLDN10 CLDN7 CREBRF CRLF3 CSAD CSGALNACT1 CSNK1G3 CYP4V2 CYRIA DCAF12L1 DIAPH1 DIP2C DIPK2A DSG2 E2F6 EHBP1 ENTPD1 EPB41 EPB41L5 ESAM EXOC6 FADS2 FAM120C FAM184A FBXL17 FBXO9 FHL1 FNBP1L FOXO3 FSTL1 GAB1 GARRE1 GATA2 GCH1 GDI1 GFOD2 GIMAP1 GIMAP5 GIMAP8 GPAM GRAMD1C GSTM1 GTDC1 HACD4 HACE1 HECTD4 HGF HLF HSH2D HSPA12B HYCC1 IFI44 IFIT1B IGIP IL17RA IL1RAPL1 IMMP2L IRF6 ITGA6 ITGB3 ITIH5 ITSN1 KLHDC1 LPIN1 LRRCC1 LSM14A MADD MAMDC2 MAN2A2 MARCHF3 MARVELD2 MDC1 MECOM MED12L MED19 MEG3 MFHAS1 MINDY2 MLLT3 MPL MTURN MYCN MYOM1 NAP1L3 NBEA NDN NDRG3 NEURL1B NFIA NLK NSD3 NUFIP2 P2RX1 PABPC4L PAN2 PARD6G PDZK1IP1 PEAR1 PER3 PFKFB2 PGAP4 PGR PHC1 PITPNC1 PLPP3 PLSCR4 PLXDC2 POFUT1 PPM1L PPP1R12A PRDM16 PRELID2 PSD3 PTGS1 PTPN14 RAB37 RAB40B RBM33 RBM6 RBPMS2 RGP1 RGS1 RNF20 RPS6KA6 S100PBP SAMD9L SESN3 SFR1 SIK3 SLC18B1 SLC38A5 SOX6 SPPL3 SPTA1 ST3GAL5 ST7 STX17 TAF9B TBXAS1 TFDP2 TGFBR3 TJP1 TMCO6 TMEM40 TNFSF9 TNIK TRIM68 TRPC6 TSC1 TSC22D1 TSPAN14 TSPO2 TTC30A TTC39B TUT7 UBQLN2 UPP1 USP15 USP25 UTRN WDFY3 WWC2 ZBTB6 ZFAND6 ZFPM1 ZMYM5 ZNF12 ZNF287 ZNF354A ZNF397 ZNF740 ZNF841 GSE21774_CD62L_POS_CD56_BRIGHT_VS_CD62L_NEG_CD56_DIM_NK_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21774_CD62L_POS_CD56_BRIGHT_VS_CD62L_NEG_CD56_DIM_NK_CELL_UP ABCD1 ABHD12 ABLIM1 ADGRA2 ADGRG6 ALDOC ALPL ANXA2 ANXA3 APLNR APOBR ARHGDIB ARHGEF37 ARID5B ARL4C ASTL ATP10A ATP6V0A4 ATP8B4 ATRNL1 B3GALNT1 B3GNT5 B4GALNT1 BACE1 BAIAP2L1 BBS7 BCAR3 BTLA C16orf92 C1orf141 C3 CA12 CALCB CCN2 CCR2 CD14 CD163 CD28 CD52 CD69 CD86 CDH5 CDK5R1 CEBPA CNGA2 CNN3 COL22A1 CPLX4 CSF1R CTNND2 CTSG CXCR3 CXCR4 CYBB DAB2 DCDC2B DCT DEUP1 DGLUCY DIRAS2 DMKN DNTT DRAM1 DUSP9 EGFR EGLN3 ELANE EMILIN3 ENC1 ENTPD7 F13A1 FAM167B FBXW4 FFAR4 FGFR4 FKBP1A G6PD GALNT3 GJB5 GLIS3 GPATCH3 GPC1 GPNMB GPR160 GPR18 GRIA3 GRIN2A HCK HES7 HOXB2 HPSE IDH1 IGHM IGSF6 INMT IRF8 ITLN1 KCNQ3 KCNT2 KDELR2 KIAA0930 KIFC3 KMO LAPTM4B LCN2 LRTM2 LUZP1 LY86 MARCKSL1 METTL7B MGP MGST2 MOCOS MRC1 MS4A7 MTUS1 MYOCD NCF1 NCF4 NCKIPSD NFIL3 NPAS3 NRP1 NSMCE1 ODAD3 OLFM1 P2RY6 PAK4 PALD1 PGAM1 PHGDH PI16 PIK3AP1 PLAC8 PLCH2 PLD4 POU2F2 POU3F3 PRAF2 PRSS16 PRTN3 PTGER2 PYCR1 RAB3C RAPH1 RASA4 RASSF4 RIBC1 S100A11 S1PR3 SATB1 SELL SELPLG SGSM1 SH2B2 SH2D5 SHISA2 SIGLEC10 SIPA1L2 SLC43A2 SLC44A3 SLC49A4 SLC8B1 SLCO4A1 SMG8 SNX18 SORL1 SPI1 SPTAN1 SRGAP1 STARD5 STING1 SYNE4 TCF4 THEMIS2 TIGAR TIGD5 TIMP1 TLR7 TM6SF1 TMEM268 TMEM79 TMEM82 TNF TNFAIP8L1 TNFAIP8L2 TNFSF13B TP53TG5 TRAM2 TREM1 TRPS1 TUBB6 TYROBP UMPS VIT VSIR WDR91 ZIC1 ZNF385B ZNF575 GSE21774_CD62L_POS_CD56_DIM_VS_CD62L_NEG_CD56_DIM_NK_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21774_CD62L_POS_CD56_DIM_VS_CD62L_NEG_CD56_DIM_NK_CELL_DN AANAT ACRV1 ADAM15 ALAS1 ALDOA ALLC ANXA3 ARHGDIB ARID5B ATP5MG ATP6V0C ATP8B4 B4GALNT1 BCAS1 BHLHA15 C16orf86 C19orf38 C1orf141 CA12 CABP5 CALR CCR1 CCR2 CD14 CD52 CDS1 CELSR3 CEP128 CFAP65 CFB CHCHD10 CHRNA4 CLEC7A COA7 COL19A1 COL26A1 COL5A3 CPNE5 CPVL CRYBA2 CSF2RA CTSG CXCR2 DAAM2 DAB2 DDO DDR2 DEUP1 DMKN DNAJC30 DUOX1 DUSP9 EDEM1 EGLN3 ELANE ENO1 ERLIN1 EXOSC5 EXTL1 FAM114A1 FANCC FCGR2A FCGR2B FES FGFR4 FGL2 FUZ GADD45B GALNT3 GATAD2A GFRA1 GJB2 GJB5 GLA GLRX GORASP2 GP2 GPR160 GRIA3 GRIP2 H6PD HCRTR1 HERPUD1 HP HRAS HSD11B1 HTR1F IDH1 IGSF6 IL12RB2 IL1A IRF8 KCNQ3 KIF17 KIFC3 KRTAP11-1 LCN2 LDHB LIPI LRG1 LRP1 LY86 LYG1 MANBA MAP1A MBOAT1 MCEMP1 MGST2 MMP8 MRAP MRGPRF MRPL41 MS4A3 MSRB1 MTUS1 MXRA7 MYDGF MZB1 NAALADL2 NCALD NCF1 NCF4 NECAB1 NEU1 NRP1 ODF3 OLR1 OPRL1 OR5D18 PGAM1 PGK1 PHGDH PI16 PLCXD2 PLOD3 PLP1 POLR1G POU2F2 PPM1N PRMT8 PTGER2 RAB11FIP4 RAB34 RASGRP2 RGS4 RNF185 RPS6KA2 S100A11 S1PR2 SAT2 SATL1 SELENOM SELL SERPINA12 SGCG SH2B2 SHMT1 SIGLEC10 SIPA1L2 SLC22A4 SLC25A18 SLC25A25 SMDT1 SNTB1 SNX18 SOWAHC SPI1 SPIRE2 SPNS3 SPSB4 SPTAN1 SPTBN2 SRP68 SSTR5 STX7 TAFA1 TAGLN TAS2R4 TBC1D2 TBRG4 TDRD9 TEX2 TMED3 TNFAIP8L1 TOR3A TREM1 TRIM45 TRPC7 TSPO TTLL6 TTYH1 TUBB6 TXNDC11 TYROBP UBTD1 VANGL1 VGLL1 WNT7B ZNF593 GSE21774_CD62L_POS_CD56_DIM_VS_CD62L_NEG_CD56_DIM_NK_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21774_CD62L_POS_CD56_DIM_VS_CD62L_NEG_CD56_DIM_NK_CELL_UP ABCG1 ABHD6 ACOT11 ACVR1B ADSS1 AKAP13 ALDH1L1 ALOX5AP AMN1 ANGPT1 ANP32A ANTXR2 ANXA4 APPL1 ARHGAP25 ARHGAP6 ARID5A AS3MT ASB4 BTD C11orf54 C1orf54 C8orf58 C9orf152 CACNB2 CALCRL CAMK2G CAMKK1 CAPN2 CASP12 CCNI CD72 CDCA7L CDK18 CDKN2D CELSR1 CEP68 CERS5 CERS6 CLEC11A CLN5 CORO1A CPNE3 CSNK1E CSRNP1 CSRP2 CTSG DACH1 DIAPH2 DIO2 DNAJB9 DNMT3A DOCK2 EGLN3 ELK3 ELOVL7 ENTPD1 EPSTI1 ETS1 ETV6 EVA1B EXOC3L2 EXTL2 FAH FBXO21 FGD1 FJX1 FKBP7 FOXD2 FSTL1 GDPD3 GHR GPRASP1 H1-0 HACD4 HDAC9 HERC3 HEXB HIVEP3 HLA-DOA HOXA9 HPCAL1 IFI44 IFITM3 IFT88 IL11RA IL18R1 IL27RA INPP5A INSL6 INSR INSYN2A INTS6L IQGAP1 ITGA6 ITM2A KANK2 KANK3 KAZN KLHL24 LPAR6 LPP LTB LTBP3 MAMDC2 MARVELD2 MEIS1 MFNG MMP2 MPND MPO MYO1G MYOM1 NAPSA NCF2 NIBAN1 NKG7 NLRC3 NPL NUDT14 OAS1 OCRL P3H3 PAK1 PAM PANK2 PARP11 PARP12 PCIF1 PDE8A PEAR1 PGK1 PGLYRP2 PKM PLEKHA2 PLXDC2 PPM1K PPP1R13B PRDM16 PRX PRXL2B PSTPIP1 PTPRC PTTG1IP RAB29 RAB37 RASGEF1B RASGRP2 RASSF2 RBP1 RCSD1 RGS18 RIPOR2 RNASE6 RNF24 RPS6KA3 RPS6KA5 SESN3 SFXN4 SH3BP5 SKAP2 SLC16A13 SLC16A9 SLC2A1 SLC35E3 SMAD1 SORBS3 SORL1 SPATA13 SRC ST8SIA4 STAT4 STING1 TEC TFEC THTPA TLR4 TMEM50B TMEM71 TMEM98 TNRC18 TP53I13 TPD52 TRPM4 TRPS1 TUBB6 VANGL2 VAV1 VEGFC VILL XBP1 ZBTB42 ZFAND3 ZFHX3 ZNF184 ZNF397 ZNF467 ZNF608 ZNF619 GSE21927_BALBC_VS_C57BL6_MONOCYTE_SPLEEN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21927_BALBC_VS_C57BL6_MONOCYTE_SPLEEN_DN AFDN AGK AGPAT1 AIDA AMIGO2 ANKH ANKRD20A11P ANKRD23 ANKRD36 ANKRD40 ANKRD7 ARHGAP45 ASTE1 ATP11A-AS1 ATP6V0E1 BAG2 BBS12 BBS4 BLOC1S5 BPIFB4 BTBD8 C2orf27A C3orf36 CCAR1 CCDC162P CDC42SE1 CEP57L1 CGN CHI3L2 CNOT9 CR1 CSNK1G1 CTSH CTSV DHX34 DHX36 DNAL4 DOCK8-AS1 DPH3 DUS4L DYNC2H1 DYNLT1 DZIP1L EIF2B2 EPHA5 ERCC5 F8 FAM104B FAM169A FAM220A FCHO2 FKBP1B FTX FXYD7 GALNT11 GAPDHP62 GARIN3 GART GCOM1 GOLGA2P5 GRM8 GSPT1 HGSNAT HIVEP2 HOXB8 HTN3 IDH1 IFI16 IL6 IRAK2 ITGAV ITPKB JUN KLF12 KRAS KRCC1 KRT222 KRTAP9-9 LACTB LAMB2P1 LGALSL LGI2 LINC00487 LINC00926 LINC01554 LINC01792 LMAN1 LRRC14 LRRC2 LRRC66 LY86-AS1 LYRM9 LYSMD3 MAML2 MDGA2 MESD METTL5 MIR7-3HG MORC1 MYH8 NARS2 NDRG2 NDUFAF1 NDUFC1 NEDD4L NEK9 NFE4 NFKBIL1 NFU1 NNMT NPR3 NQO2 NR3C2 NUP37 OR2S2 PDGFD PIBF1 PID1 PIGB PITPNA-AS1 PLXNA1 PRKAB2 PRKD3 PRRG2 PRUNE1 PTCD1 PXYLP1 RAB13 RAB27A RAB3A RAP1GDS1 RASA3 RBCK1 RPS26 RTKN2 RTL8C SART3 SCML1 SHBG SHQ1 SLAMF1 SLC24A5 SLC25A43 SLC25A45 SLC35E1 SLC40A1 SNHG12 SNRPF SNX10 SPATA5 SRGAP2 STX12 SWSAP1 TARS3 TAX1BP3 TBX20 TCF20 TIMM10 TMEM106A TMEM132B TMEM192 TNFRSF10B TPRG1 TRBV24-1 TRBV27 TRMT10B TRPC5OS TTC27 UCN UMPS UNG USP44 USP51 VNN3P VWDE WAPL XPNPEP3 YIPF5 ZDHHC6 ZNF251 ZNF397 ZNF407-AS1 ZNF417 ZNF589 ZNF750 ZNF786 ZNF837 ZNF85 ZWILCH GSE21927_BALBC_VS_C57BL6_MONOCYTE_SPLEEN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21927_BALBC_VS_C57BL6_MONOCYTE_SPLEEN_UP AAK1 ABCB4 ABTB3 ADARB1 ADGRG3 ADPRM AFF1 AGO2 AGPAT4 AIDA AKAIN1 ALG10B ALG2 AMN1 ANAPC7 APIP APOBEC3C ARHGAP39 ARRDC4 ATF6B ATXN2L BACH2 BDH2 BEX4 C8orf34 CACUL1 CAMK2N2 CCDC14 CCN2 CCNG2 CD47 CDK6 CENPBD1P CFAP90 CHRND CHUK CLCN6 CLDN12 CMTM3 COL5A1 CPNE8 CSPG4BP CYP2R1 CYP4B1 DACT1 DBP DCAF16 DDX17 DDX47 DEUP1 DLEU2 DLEU7 DNA2 DTX4 E2F3 EBLN3P ESRG ETAA1 FAM185A FARSB FAT3 FBXO30 FMN1 FMO5 FNBP1L FUT9 GABPA GALNT3 GCA GPALPP1 GPR19 GPR20 GPR31 H2AC6 H2AC8 H2BC12L H2BC7 H2BC8 H3C10 HIP1 HLF HOOK3 IFNA8 IRS2 KAT2B KLHDC8A KLHL2 KLHL28 KRT19 LAMP2 LCDR LEF1 LHFPL2 LINC01553 LNX2 LRRC15 MAP3K2 MCMDC2 MED30 MMUT MRE11 MTBP MTERF3 MXI1 NFYA NGRN NME8 NOX5 NPHP3 NRARP NSUN7 OGFRL1 OR7E156P P2RY14 PABIR2 PARD6B PART1 PBLD PDCD4-AS1 PDIA5 PELI2 PI4K2B PLEKHA2 PLEKHG4B PNPLA7 PPIL6 PPP1R7 PSKH2 PSRC1 PUDP PUM1 RBMS1 REPS1 RMDN1 RPS6KA3 RUBCNL SBF2 SELENOF SETDB2 SIAH1 SLC40A1 SLC6A16 SNX22 SNX30 SORL1 SOX8 SPDL1 SSBP2 ST7L STAM STMP1 SUSD1 TBL1X TCL1A TCP10L3 TMEM192 TMEM263 TMPO TNFRSF21 TPSD1 TPST1 TRABD2A TRPS1 TSPAN15 TWF1 UGT2A3 UTRN UXS1 VNN2 WTIP XG ZBBX ZCCHC7 ZFYVE1 ZFYVE16 ZNF134 ZNF285 ZNF354B ZNF438 ZNF470 ZNF512 ZNF529 ZNF562 ZNF618 ZNF629 ZNF709 ZNF738 ZNF829 ZWILCH GSE21927_BALBC_VS_C57BL6_MONOCYTE_TUMOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21927_BALBC_VS_C57BL6_MONOCYTE_TUMOR_DN AARSD1 ABCG5 ABHD3 ACBD5 ACTR2 ACTR6 AGAP11 AGK AGL AIDA AKAIN1 ALDOC ALG10 AMD1 AP4S1 APOL3 ARID4B ASNSD1 ATXN7 BBS2 BTBD10 C10orf95-AS1 C19orf73 C1D C9orf40 CARTPT CASP8AP2 CCDC134 CCDC159 CCNYL1 CDKL3 CDV3 CEMIP2 CENPH CEP295 CFAP74 CHI3L2 CHST11 CLN5 CMPK1 COL16A1 COL21A1 CPM CPT2 CR1 CROCCP2 CSNK1G1 CTRB2 CXCL16 CYP2C19 DBP DENND11 DENND4C DHRS1 DICER1-AS1 DNAJC22 DNTTIP1 DYNLT3 EAF1 EBF4 EEF1E1 EFHB EIF2B3 ENSG00000280119 ERLIN2 ETAA1 EXTL3-AS1 FAM9C FANCI FOXM1 GALNT3 GAPDHP62 GART GBP2 GCNT3 GK5 GOLGA2P5 GORAB GPCPD1 GPR31 GRAMD1C GUSBP1 HGSNAT HIGD1A HIVEP2 HLF HNRNPU HSP90AA1 HSPH1 HTRA3 HUS1 IDNK IFI16 IMMP2L INIP INTS13 ITPKB JADE3 KBTBD7 KBTBD8 KCNH6 LACTB2 LINC00858 LINC00926 LINC01792 LINC02052 LNX2 LOXL2 LSM3 LYRM9 MDGA2 MEGF8 MIR4453HG MLH3 MPHOSPH9 MRPL44 MTR MYL4 NBEA NDUFAF6 NEMP2 NFU1 NHLRC3 NKD2 NUDT9P1 NUP58 OR11A1 PATL2 PEAK1 PIK3IP1 PINX1 PLEKHF2 POU1F1 PPP1R12A PPP2CB PPP3CB RAB18 RAB3A RBIS RBMX2 RLN2 RNF20 RSPH4A S100A9 SCRN3 SERPINB9 SHANK1 SLC2A2 SLC30A9 SLC40A1 SLC9A9 SMC1B SNAP25 SP3P SPART SUCLG2 TAF9B TARS3 TCEANC2 TCTA TM2D2 TMEM131 TMEM198B TMOD4 TNFRSF10B TNS4 TP53INP1 TRANK1 TRIM40 TRMT61B TSPAN6 TSPYL1 TTC14 TTLL12 UBA3 USP14 VAV3 VWDE YIPF5 YIPF6 ZBTB10 ZBTB44 ZDHHC6 ZKSCAN5 ZNF101 ZNF146 ZNF347 ZNF616 ZNF770 ZNF829 ZNF844 ZNF85 ZWILCH GSE21927_BALBC_VS_C57BL6_MONOCYTE_TUMOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21927_BALBC_VS_C57BL6_MONOCYTE_TUMOR_UP ABCF1 ACAA2 ACAT1 ALG3 ANAPC10 APOL1 APOL6 ARL4A ATF6 ATG101 AURKAIP1 BHLHE40 BLVRA BMAL2 BNIP1 C1orf109 CALU CBR1 CBX6 CCDC85B CDC23 CHUK CISD1 CLPB CLPP CNOT9 COX17 COX7B COX8A CPOX CSNK2A1 CTNNAL1 CYC1 DCAF17 DDRGK1 DHODH DHRS11 DNAAF2 DNPEP DNTTIP2 DRAP1 DYNC1LI1 EBP ECD ECHDC1 EHD4 EIF3A EIPR1 ELP4 EMC6 ENOPH1 ERAL1 ERCC6L ERI3 ESRRA FASTKD1 FASTKD2 FASTKD3 G3BP1 GADD45GIP1 GCN1 GEMIN2 GNG5 GNL3 GOLT1B GOT2 GPI GTF2H4 HCFC1 HMGA1 IFI27 IFITM1 INPP4B INTS12 ISG15 KIF18A KIFC1 LSM4 LY6E LYRM4 MAGOH MAPKAPK3 MAPRE1 MCMBP MED8 METTL1 MIF MIS18A MNAT1 MOB4 MRPL11 MRPL16 MRPL23 MRPL40 MRPL52 MRPS12 MRPS18A MRPS2 MRPS27 MRPS33 MTIF2 MX1 NAPG NAT10 NCLN NDUFS6 NELFE NFIL3 NHP2 NIT2 NOC3L NOL11 NUS1P3 OAS3 OLA1 PANX1 PAXIP1 PDHA1 PFAS PFN1 PGAP2 PLAA PML PMM2 PMPCA POLDIP2 POLR2E POP4 PPAN PPAT PPM1G PPP6C PRIM1 PRPF19 PSMB8 PSMC6 PSMD3 PSMD5 PSME2 PSME3 PSMG1 PWP1 RAC1 RAD23A RBM15B RBM7 RFC2 RFWD3 RMDN1 RNPS1 RPL26L1 RPP30 RUSC1 SENP3 SF3B4 SH2B3 SKA1 SKIC8 SLC19A1 SLC25A44 SLC39A7 SMC4 SNRNP27 SOCS1 SOD2 SP110 SRBD1 SRPRA SRR STAMBP STEAP1 STX18 SUV39H1 TACO1 TARDBP TGS1 TIMM8A TIMM8B TMEM11 TMEM165 TRAFD1 TRIB3 TRIM21 TRIT1 TSR1 UBAP2 UBE2D3 UBE2L3 UBE2L6 UBR7 UQCRC1 UQCRH USP10 USP18 UTP3 VBP1 XPO1 XPO4 XRCC6 YWHAE GSE21927_C26GM_VS_4T1_TUMOR_MONOCYTE_BALBC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21927_C26GM_VS_4T1_TUMOR_MONOCYTE_BALBC_DN AAK1 ABI1 ABR ACAP1 ADD3 AKAP13 ANKRD36 APBB1IP ARHGAP15 ARHGEF1 ARHGEF6 ARL2BP ARL6IP5 ASB1 ATP6AP2 ATP6V1G1 ATP8A1 ATRX BAZ2A BCL11B BEX3 C11orf21 CASC3 CBFA2T2 CBLB CCDC28A CCNG1 CCNL1 CCNL2 CCSER2 CD37 CD3E CD6 CDK11A CES2 CITED2 CLASP1 CLK4 CMPK1 CNN2 CREBBP CRYL1 CYLD DEFA4 DICER1 DLG1 DPEP2 DPM3 DPP8 E2F3 ECHDC2 EFHC1 EFNA1 EGLN2 EIF3G ELF1 EPB41 EVI2A EVL FBXO9 FCGR3B FOXN3 FRYL GABARAP GALNT11 GATAD1 GCC2 GLRX GMFG GMIP GUSBP3 HECTD4 HLA-F-AS1 IDUA IFNGR2 IGBP1 IGFBP3 INTS8 ITGA4 JADE1 JRK KLF12 KLF13 LINC00623 LIPT1 LY9 LYRM9 MACF1 MAML1 MAN1A2 MAN2A2 MAPK14 MAT2B METTL9 MKKS MPC1 MPHOSPH8 MPPE1 MSL1 MSL2 MSL3 MXI1 NACA NDRG1 NKTR NLRP1 NOTCH2NLA NR2C1 OXLD1 P4HTM PABPC1 PAFAH1B1 PAN2 PBX2 PCNX2 PDE4C PGPEP1 PHC1 PIGC PIK3CA PITPNC1 PLEKHA1 PLEKHF2 PLEKHO1 PMS2P2 PMS2P3 PNISR POLR1B PPM1B PRKCZ PRR11 PTCH1 PTPN18 RBL2 RNF125 RNPEPL1 RPL10L RPL11 RPL18 RPL27A RPL36AL RSRP1 S100PBP S1PR4 SCAF11 SETD1B SLC35E2A SLC9A8 SNAP23 SNRK SNX29P2 SON SPTAN1 SRSF11 STAG3L1 STAT4 STK17A SYNE1 TAF1 TASOR TES TMED10 TMEM260 TMEM41B TMEM80 TNFRSF1A TOB1 TRAPPC8 TRIM52 TSC2 TSC22D1 TTC17 TTC3 TUT4 TXNIP UBE2H USP47 USPL1 VAMP4 VEZF1 VNN2 WASF2 WBP1L WSB1 WWP1 YPEL5 ZFAND3 ZFAND6 ZFC3H1 ZFP36L1 ZHX2 ZNF137P ZNF32 ZNF394 ZNF500 ZNF611 ZNF83 ZNF839 ZNF862 GSE21927_C26GM_VS_4T1_TUMOR_MONOCYTE_BALBC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21927_C26GM_VS_4T1_TUMOR_MONOCYTE_BALBC_UP ACP5 ACYP1 AHR AIP ANKMY2 ANKRD33B APBB1IP APOBEC1 AQP7 ARID3A ARSA ATPAF1 B3GALNT2 BEX5 BID BLNK BTNL9 C10orf143 C4orf48 C8orf34-AS1 CABCOCO1 CAP2 CCNE1 CD24 CD2BP2 CD82 CD86 CDC42EP3 CDNF CHEK1 CHMP2B CKAP2 COMMD7 COTL1 COX10 CREG1 CSRP1 CTSC CWF19L1 CXCL14 CYP4F3 CYTOR DDC-AS1 DENND1B DOK7 DVL1 EFCAB12 EFL1 EVA1C FAAH FAM168A FAM217B FAS FCHSD2 FCRLA FERMT3 FKBP11 FLOT1 FMR1NB FXN G3BP2 GALNT1 GCLC GDI2 GLIS1 GLRX GLS GMNN GNAI2 GNPDA1 GPATCH2 GRIN2D HAUS8 HELLS HES6 HIBCH ID3 IDI1 IFI30 IFITM2 INCENP ITIH2 JADE2 JKAMP KLF6 KLK5 KMT2A KPNA2 LASP1 LOXL1-AS1 LRP8 LRRK1 LY96 MAP4K4 MBD2 MCF2L2 MCHR2-AS1 MCOLN2 MDFIC MGAT4A MGLL MGMT MLEC MSRA MT1F N4BP3 NAB2 NAV1 NIPA1 NOL4L NOTCH3 NPEPL1 NT5DC1 NUDT19 NUSAP1 ODF2 OR5V1 OR7E19P OR7E87P PAPSS1 PBK PDCD4 PER3 PHB1 PHTF2 PKIG PLBD1 PLPP3 PNISR POLR2E POP7 PPP1CC PPP1R14A QDPR RAB10 RAB2A RAC2 RAD17 RASSF2 RBMX2 RETSAT RNASEH2C RPS3 RTKN RUSC1 SACS SAMHD1 SAMSN1 SEMA7A SKAP2 SKP2 SLC16A14 SLC35D2 SLC6A6 SNED1 SNTB1 SNX10 SOS1 SOWAHA SPAG7 SPATS1 SPATS2 SRD5A1 ST14 ST3GAL5 STAMBPL1 STARD7-AS1 STK38 SWAP70 SYCE1 TESC THAP11 TIAM2 TIFA TIGAR TIGD3 TLR10 TLR7 TMEM163 TMEM170A TNFAIP8L1 TNNC2 TRIM25 TRIT1 TSPOAP1 UGCG UHMK1 UHRF1 USP48 VAMP1 VLDLR XPR1 ZBTB38 ZDHHC18 ZMAT3 ZMIZ1 ZNF292 ZNF589 GSE21927_EL4_VS_MCA203_TUMOR_MONOCYTES_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21927_EL4_VS_MCA203_TUMOR_MONOCYTES_DN AACSP1 ABCD1 ACADSB ACTN3 ACVR1C ADAP2 ALDH1A2 ANGPTL3 ANXA2 APAF1 AQP2 ARID4A ASCL3 ASPM BASP1 BDNF-AS BORCS8 C11orf58 C12orf4 C1orf50 C3orf20 CA3 CAPN3 CASP8 CAST CBLN3 CCAR1 CCDC28A CCDC62 CCNE2 CDC42BPG CELF6 CENPF CEP120 CFHR2 CGA CKAP2L CLDN4 CLNK CNNM1 COMMD8 COX11 CRTAC1 CSNK1G2-AS1 CYTH3 DCAKD DCD DTNB DUT ELP1 ENPP5 ENTPD1 EVPL FAM171A2 FAM174A FAM228B FAM229B FBXL22 FBXO4 FBXO40 FGF13-AS1 FKTN FOXL2 FOXN3 GABARAPL3 GAPDHP62 GHRH GIMAP2 GJA8 GLYATL2 GNPAT GOLGA5 GOSR1 GPLD1 GRAMD1C GRIA3 GRM2 GSTO2 GTPBP10 GZF1 HIGD1A HKDC1 HPF1 INTS13 IPO8 IRAK2 JADE3 JAKMIP2-AS1 KCNAB1 KLB KLHL5 KRT16 LASP1NB LEPROTL1 LHPP LINC00839 LINC01093 LINC01191 LINC01354 LINC01816 LINC02433 MAPKAPK5-AS1 MARF1 MBTPS2 MED25 MEGF6 MEIS3 MELTF-AS1 METTL23 METTL25B MFSD4B MICALL2 MIR622 MPHOSPH6 MRC2 MSMB MT1F MYO19 N4BP2L1 NEFL NGEF NVL OMD PANX1 PARP4 PCDHGA4 PDZK1IP1 PFKFB3 PGM5-AS1 PHC3 PICART1 PITPNA-AS1 PKD1P1 PLEKHM3 PLPPR5-AS1 POPDC2 PRXL2C PSMD12 PSMG1 PTPN22 RAD50 RAPGEFL1 RARS2 RBBP7 RBM26-AS1 RBM47 RBP4 RHOBTB1 RNF8 RNFT1 ROGDI RPL26L1 S100A7A SC5D SCAPER SEZ6L2 SHPRH SMAGP SMARCD3 SNN SNORD123 SPAST SPATS2 SPTLC2 SRSF1 STAG3 SUPT7L TACC2 TAF12 TEX101 TGFB1I1 TIPRL TMEM61 TMOD2 TNFRSF13B TRIM63 TTC39B TUBGCP5 TUFT1 URB1-AS1 USP48 USP6NL WHAMM WNT9A ZCCHC18 ZMYM6 ZNF235 ZNF35 ZNF408 ZNF573 ZNF607 ZNF827 ZNF83 GSE21927_EL4_VS_MCA203_TUMOR_MONOCYTES_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21927_EL4_VS_MCA203_TUMOR_MONOCYTES_UP ABCG2 ACKR1 ACTB ADAL ADAMTSL1 ADGB AEBP1 AIFM1 AKAP12 ALYREF AQP1 ARF5 ARHGAP17 ARHGEF28 ARL4A ATF4 ATP1A1 ATXN7L2 BCL6B BEX1 BRWD1-AS2 BTBD3 C12orf56 CABP4 CACNB4 CD163 CD300C CDK9 CEP192P1 CFAP74 CHAC1 CKM CLSTN2 COPZ2 CRMP1 CTSE CYB561A3 CYP2J2 DNAJC18 ELFN1 ENPP6 ENSA EPPIN F2RL3 FAM124B FAXDC2 FBXL14 FHOD1 FLNC FOXA1 FOXE3 FRMD1 FSD1 GAB3 GABPA GABPB1-IT1 GABRP GINM1 GLT1D1 GLUD2 GNB1 GPHA2 GRK4 GSN HCFC2 HCG18 HCG22 HOTAIR HRC HRG HRK HS1BP3 HSPD1 HTRA3 IDH2 IGF2R IGKV3-20 IL37 INKA1 IRF4 ITGB4 KCNQ2 KCNV2 KCTD12 LCNL1 LCP1 LIFR-AS1 LINC00052 LINC00589 LINC01102 LINC01711 LINC02145 LINC02297 LLCFC1 LRRC38 MAP2K7 MAP3K20-AS1 MCL1 METTL21EP MIR4290HG MKI67 MORN3 MRPL20 MRPL44 MSTN MUC3A MYB NAGS NATD1 NBL1 NCDN NDRG2 NEURL3 NOC2L NR2C2AP NXF2 OTUB2 PCDHB7 PDE1B PDE4D PDGFB PDGFRB PDIA3 PDX1 PDZK1 PICALM PIEZO2 PKD1L1 PKDCC PMVK PPARGC1A PPIC PPP1R2 PPP1R26 PRICKLE3 PRIM2 PRKAR1B PRR15 PRR7-AS1 PTGES PTGFR PTPN6 RAB40A RGS16 RHO RNASE3 RNF217 RP1L1 SCGN SH3BP1 SHOX2 SLC13A5 SLC15A1 SLIT2 SMR3B SPATC1 SPG21 SPIB SRGAP3 SRPRB STK4-DT SYN1 TAS2R38 TBATA TBC1D2 TCF12-DT TCL6 TECTA TM4SF18 TMX1 TNKS2 TPX2 TRAFD1 TRANK1 TXNDC2 TYMP UBA5 UBE2G1 UHRF1 UPK1B VAPA ZDBF2 ZFR2 ZMAT3 ZNF30 ZNF740 GSE21927_GMCSF_IL6_VS_GMCSF_GCSF_TREATED_BONE_MARROW_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21927_GMCSF_IL6_VS_GMCSF_GCSF_TREATED_BONE_MARROW_DN ABCF1 ACAT1 AFG3L2 AIMP1 ALG8 ANAPC10 APOL6 APOOL ARL4A ATAD2 ATF4 ATF6 ATP5MF BAG4 BLVRA BMAL2 BNIP1 BUD31 C18orf25 C3orf52 CALU CASP7 CCDC85B CDC23 CDC5L CFAP20 CFAP298 CIAO1 CISD1 CIT COX17 COX8A CPOX CSNK2A1 CSTF1 CTNNAL1 CYC1 CYREN DBF4 DCAF17 DDRGK1 DDX19A DDX49 DESI2 DHRS11 DNAAF2 DNTTIP2 EIF4G2 EIPR1 EMC1 EMG1 ENOPH1 FAF1 FANCL FASTKD1 FASTKD2 FKBP11 FOSL1 FUT4 GMFB GOLT1B GOT2 GRSF1 GTF2F2 GTPBP4 H2AZ1 HACD3 HCFC1 HDDC2 HIRIP3 HMGB3 HNRNPR HSBP1 HSPA8 IER3IP1 IFI27 IFITM1 IFITM3 IFT46 IGFBP4 INPP4B INVS ISG15 ISG20 ITGB3BP JOSD1 KIF18A KIF18B KIF4A KIFC1 LANCL2 LAPTM4B LMNB1 LSM2 LSM3 LSM4 LSM5 MCMBP METAP2 MFN2 MIF MLH1 MMADHC MNAT1 MOB4 MRPL34 MRPL57 MRPS14 MTCH2 MTPAP MX1 NABP2 NASP NAT10 NBN NCAPD3 NCDN NDUFA6 NDUFB6 NDUFS6 NELFE NFIL3 NGDN NOC3L NOL11 NR2C2 NUDC NUP88 NVL OAS3 PDIA4 PDXK PITPNB PMPCA PPAN PPAT PPP2R1B PPP6C PQBP1 PRIM1 PRKAG1 PRPF19 PSAT1 PSMA7 PSMB10 PSMC2 PSMC3 PSMC6 PSMD13 PSMD6 PWP1 RAC1 RAD23A RAD23B RANGAP1 RARS1 RCC1L RFC5 RFWD3 RPP30 RTP4 RUSC1 SAMD9 SLC19A1 SLC22A2 SLC25A11 SLC25A44 SLC25A46 SLC35G2 SLC52A2 SMC2 SMC4 SMC6 SOAT1 SP110 SPC25 SRBD1 SRPRA SRR SRSF2 SS18L2 SUMO4 TEX261 THOC5 TMEM11 TOE1 TRIM21 TSR1 TTC26 TTC27 U2AF1 UQCRQ URB2 USP10 USP18 VBP1 XRCC6 YBX1 YWHAE ZNF207 GSE21927_GMCSF_IL6_VS_GMCSF_GCSF_TREATED_BONE_MARROW_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21927_GMCSF_IL6_VS_GMCSF_GCSF_TREATED_BONE_MARROW_UP A1BG AARS2 ABCA8 ABI3BP ACE AFDN AIFM3 AKAP13 AMPD3 ANG ANKRD40 AOAH ARHGAP29 ARL4D ARSB BBS12 BBS4 BLVRB BPHL C19orf44 C1orf115 C2CD4A CABS1 CD300A CD300LD-AS1 CEACAM21 CEBPB CHST11 CHST13 CLPS COA3 COL2A1 CORO1C CPO CST9L CYRIA DENND2C DNASE1 DND1 DNM3OS DOCK8-AS1 DVL1 DYNC2LI1 DZIP1L E2F6 ECHDC1 EMC6 EML5 ENSG00000236829 EPB41L3 FAM216B FILIP1 FKBP1B FLACC1 FPR2 FXYD7 GABRP GADD45GIP1 GALNT11 GGA2 GIMAP1 GJA9 GLG1 GPATCH4 GPR34 GPR85 GS1-600G8.3 GSTT1 GVQW3 HELQ HOXC9 ID3 IFIT1 IGFL1 IL18BP IL1RL2 IL27RA IL5 INPP5B ISCA2 ITGA3 ITGAV KCNJ2-AS1 KIAA0586 KIF27 KLF4 KMT2A KRT222 KRTAP2-4 LDOC1 LINC00662 LINC00900 LINC01711 LINC02145 LINC02591 LINC03007 LPCAT1 LRRC14 LRRK1 LYRM2 MAMDC2 MAP7D3 MDC1 MGARP MGAT4D MGAT5 MLLT3 MOGAT1 NCKAP1 NDUFB7 NHERF1 NHERF4 NKX3-1 NNMT NPFF NPHP3 NPL NR5A1 PBX4 PCDH11X PCED1A PGBD4 PKD2L2 PLIN2 PLIN5 PLPP1 PLXDC2 PNMA8A RAD21L1 RBCK1 RECQL4 RFC2 RHBDD3 RNF122 RPS27L RTBDN RTKN2 RTL5 S100A2 SERPINF2 SGSM2 SLAMF7 SLC6A14 SMCR5 SMIM10 SNHG16 SORT1 SOST SPRR4 SRPRB STAMBP SVIP SYNJ2BP SYT17 TAB1 TAS2R39 TAX1BP3 TCF20 TFEC TIPIN TMA16 TMEM106A TMEM8B TMPO-AS1 TMPRSS3 TP53I11 TPCN1 TPTEP1 TRAM2-AS1 TRBV24-1 TRIM17 TRIM39 TSEN54 TSSK4 UBE2Q1 UCN UGT2B17 VANGL1 WDFY3 ZBTB24 ZFPM1 ZNF358 ZNF417 ZNF432 ZNF436-AS1 ZNF780B ZSCAN16 GSE21927_HEALTHY_VS_TUMOROUS_BALBC_MOUSE_MONOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21927_HEALTHY_VS_TUMOROUS_BALBC_MOUSE_MONOCYTE_DN ACMSD ACP2 ADAMTS1 ADGRF1 ADGRF2 AIFM1 AMZ2 APOBEC3A ARHGAP22 ARHGEF38 BCL9L BEND3 BLTP2 BLTP3A BRD4 C7orf57 CALCR CALHM1 CASKIN1 CCDC120 CDH6 CES3 CLDN7 CMIP CNTNAP2 CPS1 CPXCR1 CREB1 CRHR2 CRYBG1 CRYM CSMD1 CXCL2 D21S2088E DACH2 DAPK2 DDX10 DENND2C DICER1 DNAJC16 DPEP2 DSCR4 EIF4A1 ENSG00000290598 EVPLL FAM106A FAM111B FBXL21P FGL2 FOLR3 FOXC2 GABPB1-AS1 GALNT17 GARS1 GPATCH2 GRK1 GRK7 GSC HAND2-AS1 HAR1A HAS3 HHLA2 HIPK3 HLA-DPB2 HSPA14 IGFBP5 IGFL2 INTS6 KBTBD12 KCNB1 KCNK16 KLHL6 LAMB4 LCE1E LCK LERFS LINC00421 LINC00567 LINC00612 LINC00877 LINC00906 LINC00943 LINC00968 LINC01341 LINC01550 LINC01996 LRRC23 LRRIQ1 LUZP4 MAP1B MAP1LC3C MAP4K3-DT METTL15 METTL23 MRGPRX1 MT1E MX1 MYO16 NAXD NEUROG3 NFE4 NNMT NOS2 NOX1 NPY6R NT5C1A OR1E1 OR4C1P OSBPL10 OTP PACSIN2 PAPLN PCDHGA8 PCP4 PDCD1LG2 PGF PGM5-AS1 PHRF1 PIGZ PLA2G10 POMGNT1 PPP1R10 PRICKLE1 PRM2 PROX1-AS1 PRSS58 PSG4 PSME1 PUS3 PWP1 RABGEF1P1 RAD1 RBM11 REG4 RIC3 RIPPLY3 RNF157-AS1 SCGN SDHA SERINC3 SFTPD SH2D1A SLC17A8 SLC22A2 SLC22A3 SLC22A9 SLC30A2 SPATA32 SPATA4 SPHKAP SPIN2A SPINK6 SPRR3 STXBP5-AS1 STYK1 SULT1B1 SYVN1 TADA2A TAF13 TCP10L TENM4 TFAP2E THEG5 TMEM102 TMEM158 TMEM182 TMPRSS12 TNFSF4 TRBC1 TREML4 TTI2 UACA UNC13C VAMP8 WBP2NL ZBTB16 ZBTB20 ZC2HC1A ZKSCAN5 ZMIZ1-AS1 ZNF271P ZNF428 ZNF514 ZNF519 ZNF547 ZNF554 ZNF562 ZNF582 ZNF826P GSE21927_HEALTHY_VS_TUMOROUS_BALBC_MOUSE_MONOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21927_HEALTHY_VS_TUMOROUS_BALBC_MOUSE_MONOCYTE_UP ACIN1 ADAM7 ADGB AIRE ALOX12P2 ALPK2 ANKRD27 ANKRD39 ANKRD60 ARAP2 ARHGAP36 ARHGEF10 ARID3A ARL5A ATAD3C ATP5PF ATP6V1FNB ATRN BDH1 BIVM BLOC1S5 BTBD10 C19orf84 C1QTNF3 C1orf43 C2orf42 C3 CBY1 CCPG1 CDC73 CDK17 COX10 CRCP CREM CSNK2A1 CXCL2 DDX3Y DEFB125 DNAJA2 DNAJB9 DRC7 DUSP19 EMC3 ERLEC1 FAM222A FAM3C FBXO38 FBXW11 FCGBP FDFT1 FKBP9 FLT1 FOXO1 GAN GCGR GEMIN5 GLS GPATCH4 GSC2 H1-7 HAVCR1 HECTD2 HELQ HERC4 HIPK2 IFIH1 IL20RA IL24 INTS8 IQCG ISL1 JAGN1 KIF26A KIFC3 KNL1 KRTAP9-9 LARP6 LAT2 LCE2B LIM2 LINC00115 LINC00158 LINC00526 LINC00937 LINC01924 LRRC57 LYSMD3 MBD1 MEGF9 MGAT4D MGST3 MKRN3 MN1 MRPL1 MSL1 MT1H MTRF1L MYH11 NAIF1 NCEH1 NCOA6 NCOR1 NFAT5 NR4A2 NR6A1 NSMCE3 ODF1 OR10A3 OST4 OXSR1 PALD1 PHF8 POP1 PPIH PPP4R3B PRR3 PSMB6 PTGFRN PTPN6 PYGO2 QTRT2 RAB7B RAD54B RAMP3 RBM39 RBM4B RCOR1 REG1A RGS9BP RILPL2 RMDN2 RSRC1 SAGE1 SFI1 SFMBT2 SIRPA SLC25A39 SLC26A2 SLC31A2 SLC41A2 SLC46A2 SLC9B2 SLK SOCS1 SON SQSTM1 SRBD1 SRSF11 SRSF3 STAG1 STAU2 STX6 STXBP4 SUFU SYF2 SZRD1 TAB2 TADA1 TARBP1 TBC1D9 TERF2 TFB2M TGIF2 TGM7 THAP10 THAP12 THNSL2 TM2D3 TMPRSS2 TMX3 TOR1AIP2 TRAF6 TRIM58 TRRAP TTC33 TUBE1 UBASH3A UBFD1 UGDH USP18 UTP14A UTP15 WDFY3 WDR3 ZCCHC2 ZCCHC7 ZDHHC19 ZNF215 ZNF252P ZNF260 ZNF322P1 ZNF555 GSE21927_SPLEEN_C57BL6_VS_4T1_TUMOR_BALBC_MONOCYTES_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21927_SPLEEN_C57BL6_VS_4T1_TUMOR_BALBC_MONOCYTES_DN ADAR ANKFY1 APOL1 APOL6 ASH2L ATF4 ATG3 BAG1 BRD7 BST2 BTBD2 BTN3A3 C6orf62 CALCOCO2 CASP10 CCDC85B CD164 CD2AP CEACAM1 CHMP5 CHSY1 CLEC2D CMTR1 CNDP2 CNP DAG1 DCP1A DDX60 DGLUCY DHX58 DNAJA1 DRAP1 ECE1 EHD4 EIF2AK2 EIF4A2 EIF5A ELF1 ERGIC2 FAM186A FCHSD2 FKBP11 FNDC3A GBP1 GNG5 GPR176 GSDMD GSTK1 GTPBP1 GTPBP2 HERC5 HERC6 HLA-E HLA-G HMGN1 HMGN2 IARS1 IFI16 IFI35 IFI44 IFI44L IFI6 IFIH1 IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 IFITM2 IFITM3 IGKV3-20 IRF7 IRF9 ISG15 ISG20 JADE2 KCNA3 KPNB1 LAMP3 LAP3 LGALS3BP LGALS9 LINC01260 LPIN2 LRP4 LSM1 LY6E MAD2L1BP MAGOHB MAIP1 MCL1 MICB MID1IP1 MKLN1 MKRN1 MMADHC MORC3 MRPL13 MRPL42 MT1F MT1G MT1H MT1HL1 MT1X MT2A MTHFD2L MX1 MX2 MYD88 MYL12A N4BP1 NAPA NDUFV2 NELFE NFYA NMI NR1H2 NSD3 OAS1 OAS2 OAS3 OASL OSBPL1A P3H2 PARP11 PARP12 PARP4 PDE6D PGAP1 PHF11 PLSCR1 PML PPCDC PPP2R2A PRKD2 PRRG4 PSMA5 PSMB8 PSMD11 PSMD7 PSME1 PSME2 PTMA RAB8A RBCK1 RGS7 RIGI RNF25 RNF31 RNF34 RSAD2 RTP4 SAMD9 SAT1 SHFL SLC25A28 SLC37A1 SMCHD1 SNX6 SOBP SP100 SP110 SPATA6 SPATS2L SRBD1 STAT2 TAF1D TDRD7 TENT5A TMEM126B TMEM140 TMEM187 TMEM62 TMSB10 TNK2 TRAFD1 TRAK2 TRANK1 TREX1 TRIM14 TRIM21 TRIM22 TRIM26 TRIM5 TRIM62 TRMT5 TXNL4B UBA7 UBC UBE2D3 UBE2L6 UBE2Q1 USP15 USP18 USP25 XAF1 YEATS2 ZBP1 ZCCHC2 ZNF410 GSE21927_SPLEEN_C57BL6_VS_4T1_TUMOR_BALBC_MONOCYTES_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21927_SPLEEN_C57BL6_VS_4T1_TUMOR_BALBC_MONOCYTES_UP AAMP ACAA2 ACRV1 ACTG1 AMZ2 ANKRD1 ARFGAP3 ARHGAP19 ASB1 ATP5F1A ATP5ME ATP5MG ATP5MJ AURKB AXL BHLHE41 BIN2 BTF3 C4BPA CA11 CAMLG CBX7 CD7 CERK CHD9 CIRBP CLSTN1 CMPK1 COX4I1 COX6C CRYL1 CYP27B1 CYTH4 DDX46 DHX15 DHX30 EEF1B2 EEF1D EEF1G EEF2 EFNA1 EIF2B4 EIF3F EIF3H EIF3L EIF4B ETHE1 FAM120A FAM172A FBL FBXO9 FDPS FGF9 FMNL1 FN1 FOCAD FXR1 GGA1 GGNBP2 GNAQ GNG10 GOLGA3 GOLGA4 GPAA1 GPD2 GSK3B GUSB GUSBP3 HADHA HCFC2 HINT1 ICAM3 IDUA IGF2R IL4R KCNJ6 KDM6B KLF9 KLHDC2 LAMTOR3 LAPTM5 LMTK2 LPL LTA4H MAP4K1 MAPK14 MED13L MICAL1 MYO9B MZT2B NAAA NACA NDRG3 NDUFB1 NFRKB NHERF1 NMU NOSIP NPLOC4 NR1H3 NUP133 OR10H2 OR3A3 ORC2 P4HTM PABPC1 PABPC3 PARK7 PBRM1 PCOTH PFDN5 PIK3C2B PIM1 PLA2G2E PNMA1 PNN POMT1 PRDM10 PRODH PRPSAP1 PTEN PWAR5 RAB40A RAB4A RASSF2 RBM15 RBMS3 RGP1 RHOT2 RPL13 RPL15 RPL17 RPL18 RPL21 RPL29 RPL3 RPL35 RPL35A RPL37 RPL4 RPL5 RPL6 RPL7 RPL7A RPLP2 RPS10 RPS15A RPS17 RPS27A RPS3 RPS3A RPS5 RPS7 RPS8 SCN1B SERPINB4 SGTA SIGIRR SIT1 SLC25A6 SLC7A8 SLK SMPD1 SNRPD2 SOD3 SPATA7 SPSB3 SRF SSR2 SSR4 ST14 STATH STT3A STX1A SYNE3 SYNRG TCF21 TCP10L3 TMEM161A TNP1 TOMM20 TPT1 TRPC1 TUFM TYK2 UBE2O UBE4B UCKL1 UQCRB UQCRH USP34 UXT VAMP2 VPS26A VPS51 WDR37 WNT1 XYLT1 ZC3H13 ZNF821 GSE21927_SPLEEN_C57BL6_VS_EL4_TUMOR_BALBC_MONOCYTES_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21927_SPLEEN_C57BL6_VS_EL4_TUMOR_BALBC_MONOCYTES_DN AATF ABCF1 AFG3L2 ALDOA ALG3 ALG8 ANAPC10 APOOL ATAD2 ATG101 BHLHE40 BLVRA BUD31 BYSL C1orf109 CALU CASP3 CCDC85B CCND2 CFAP20 CHUK CISD1 CIT CLPB CLPX CLTA CLUH CMC2 COX8A CRELD2 CSNK2A1 CTNNAL1 DCPS DDX21 DDX49 DDX56 DEF8 DESI2 DKC1 DLD DNAAF2 DNAJC2 DNTTIP2 DPH2 DPP3 E2F8 ECD EGR2 EIF3A EIF3B EIF3J EIF4G2 EMG1 EPRS1 ERH ETFB FANCL FASTKD3 FKBP4 GADD45GIP1 GINS3 GNL2 GRPEL1 GRSF1 GSPT1 GTF2H4 GTPBP4 HCFC1 HILPDA HK2 HMGA1 HMGB3 HNRNPD HPF1 HSBP1 HSPA8 HSPA9 IARS2 IFRD2 IL18R1 IPO5 ITGB3BP JPT2 KIF15 KIF18A LSM4 MAPKAPK3 MCM4 MCM7 MED20 MIF MMADHC MNAT1 MOB4 MORF4L2 MRPL34 MRPL40 MRPL52 MRPS12 MRPS14 MRPS18A MRPS2 MRPS30 MTHFD2L MTREX MYL6B NABP2 NAPG NASP NAT10 NDUFB6 NDUFS1 NEIL3 NFKB1 NHP2 NOC2L NSMCE4A NUDC NUP188 NUP88 NXT1 ODC1 ORC6 PARP2 PDAP1 PDCD11 PDIA4 PHGDH PMAIP1 PMM2 PMPCA POLD2 POLDIP2 POLR2D POLR2E POLR2H POLR2I POP1 PPAT PPM1G PRIM1 PRPF19 PSAT1 PSMA7 PSMD8 PSME2 PSME3 PSMG1 PWP1 R3HDM1 RAB11A RAB8B RAC1 RARS1 RFC2 RNF25 RPP30 RPSA RTCB RWDD2B SEC61B SEM1 SERBP1 SERPINE2 SH2B3 SKA1 SKIC8 SLBP SLC25A11 SLC7A5 SMC4 SNRNP40 SNRPE SNRPF SOCS1 STAM STOML2 STX18 THOC5 TIMM8B TMEM11 TOE1 TTLL12 TUBA3D TUBG1 UBA5 UBE2L3 UBE2S UQCRH UQCRQ URB2 UTP14A UTP18 VCAM1 WARS1 WDR77 XRCC6 YBX1 ZNF706 ZWILCH GSE21927_SPLEEN_C57BL6_VS_EL4_TUMOR_BALBC_MONOCYTES_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21927_SPLEEN_C57BL6_VS_EL4_TUMOR_BALBC_MONOCYTES_UP AAK1 AAMDC ABAT ABCC5 ABI1 ABR ADA2 ADD3 ADRB2 AKAP13 AKT3 ALMS1 ANKRA2 ANKRD49 APBB1IP ARGLU1 ARL4C ARMCX3 ASAH1 ASXL2 ATP8A1 AZU1 BANP BMPR2 BRD1 BRD3 BSDC1 BTN2A1 BTN3A1 C11orf21 C2CD5 C6orf120 CAPN2 CASC3 CBFA2T2 CBLB CCDC28A CCNL2 CCSER2 CD37 CD44 CD6 CD96 CEP350 CES2 CIRBP CLASP1 CLDN15 CLEC2B CLK1 CLK4 CREBBP CTDSP1 CX3CR1 CYFIP2 DAZAP2 DGKD DIPK1A DPEP2 DPP8 DYNLT3 EBLN2 ECHDC2 EHD1 EIF3H ELF1 ENPP4 EPB41 EPM2AIP1 EXOC1 FBXL14 FBXO9 FBXW4P1 FOXO3 GCC2 GIT2 GMFG GPR18 GSTK1 GUSBP3 HLTF IFT20 IGFBP3 ING3 ING4 INSIG2 IP6K2 IRAK4 ITGA4 KLF12 KMT2A LEMD3 LGALS8 LIPT1 LY9 LYRM9 MACF1 MAML1 MAN1A2 MAPK14 MFAP3 MPHOSPH8 MRNIP MSL2 MSL3 MXI1 MYCBP2 N4BP2L1 NACA NDRG1 NHERF1 NHLRC2 NISCH NOTCH2NLA NR2C1 OGT OSBP P2RX4 PAFAH1B1 PAN2 PARP6 PBX2 PBXIP1 PCNX2 PDP1 PGPEP1 PIAS1 PIGC PIK3CA PKN2 PMS2P3 POU2F1 PPP3CC PRSS23 PSIP1 PTCH1 PTPRC RB1CC1 RBL2 RBM5 RNF113A RPL11 RPL13 RPL36AL RPL39 RPS20 RSRC2 RUNX1 S1PR1 S1PR4 SATB1 SETD2 SLC46A3 SNHG32 SNX29P2 SON SRSF5 STAT4 SYF2 TCF20 TES TMBIM4 TMEM41B TNKS2 TRIM52 TRIOBP TSC22D1 TTLL3 TUT4 TXK UBE2H UBN1 UPF3A USP3 USP34 USP4 VAMP4 VPS26A VWA5A WDR26 WSB1 WWP1 YIPF6 YPEL5 ZC3H11A ZFAND6 ZFP36L1 ZHX2 ZMYND8 ZNF136 ZNF137P ZNF189 ZNF211 ZNF32 ZNF337 ZNF500 ZNF767P ZNF83 ZNF839 GSE21927_SPLEEN_MONOCYTE_VS_GMCSF_GCSF_BONE_MARROW_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21927_SPLEEN_MONOCYTE_VS_GMCSF_GCSF_BONE_MARROW_DN ACAT1 ACP5 ADAMTS6 ADCK2 AFDN AGK ANK3 ANKRD13A ANTXR2 APBB1IP ATAD2 ATP2B1 ATP6V0E1 BACE2 BASP1 BEX2 BMPR1A BNIPL BOLA3 BTNL9 C19orf53 C21orf62 C4orf48 CA4 CARS1 CCNE1 CD1D CD58 CD80 CD82 CD99 CISD1 CKAP4 COPS9 COQ3 CRIP1 CSNK1G1 CSRP1 CXCR2 CYRIA DDX18 DDX28 DENND1B DPAGT1 DVL1 EARS2 EEFSEC ELK3 ELMOD1 FAM200A FAS FASTK FAU FGD6 FKBP11 FKBP14 FMO9P FMR1NB FN3KRP G3BP2 GAPDH GDAP1 GLB1 GS1-24F4.2 GUSBP1 GUSBP5 HAUS8 ID3 IDNK IFI30 IL12RB1 IL6 ILDR1 INPP5A INPP5F INTS7 ITPRIPL2 JADE3 JAM3 JMY JUN KBTBD8 KIF13A KLF10 KRTAP4-9 LMO4 LTB LY86 LY96 LYPD5 MAGOH-DT MAML2 MAP3K20 MCM2 MCOLN2 MDFIC MEF2C MIF4GD MNDA MROH2B MRPS21 MSMO1 MSTO1 MTR MYH8 NAA50 NBPF10 NDFIP1 NFS1 NIBAN1 NIPA1 NLRC3 NME3 NQO2 NT5DC1 NUDCD3 OSBP2 OSBPL3 PAG1 PCYOX1 PDLIM1 PIK3AP1 PIK3R2 PKHD1L1 PKIG PLAAT4 PLAG1 PLCG2 PLEKHB1 PLEKHO2 PLXNC1 PNPLA3 POU6F1 PPP1R13B PPP1R36 PRKCZ PRORP PSIP1 PTCD1 PUS1 RNF133 RNF168 RNF8 RPLP2 S100A10 SAMSN1 SDHAF1 SDR9C7 SEC24B-AS1 SLC25A26 SLC9A1 SMARCA2 SMS SNAP25 SNHG12 SNX6 SOD1 SPAG7 SPTLC2 SRC SSB STUB1-DT TAF9B TC2N TCEAL4 TIMM10 TLR10 TLR4 TMEM101 TMEM132B TMEM14B TMEM198B TMEM8B TMIGD2 TNK1 TOR3A TPRG1L TRERF1 TRIM47 TRPC5OS TXN UMPS URGCP VAMP1 WAPL XPO1 ZBTB20 ZBTB4 ZC2HC1A ZDHHC14 ZDHHC6 ZNF35 ZNF41 ZNF589 ZNF770 ZNF844 GSE21927_SPLEEN_MONOCYTE_VS_GMCSF_GCSF_BONE_MARROW_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21927_SPLEEN_MONOCYTE_VS_GMCSF_GCSF_BONE_MARROW_UP ABCB1 ABCB4 ACAD10 ACSM3 ADAM30 ADARB1 AGBL3 AIDA AKAP12 ALG13 ANKRD23 ANKRD44 APBB2 APOBEC3C ARHGAP32 ARL4C ARSB ATRNL1 AVIL B9D2 BBS12 BBS4 BCL7A BRD7 BTBD9 C15orf40 C21orf62 CARF CAV2 CBX3P2 CCDC30 CCDC82 CCNT1 CD40 CD8B CENPBD1P CENPW CFAP119 CLGN CMTM3 CNKSR2 COA5 CYP26A1 CYP2C19 CYP2R1 DAPP1 DNAJA3 DNAJC7 DOCK8-AS1 DZIP3 EBLN3P EPB41L3 ERCC5 EXT1 FADS1 FAM111B FAM229B FBXW12 FCAR FITM1 FLACC1 FMN1 FZR1 GCOM1 GK3 GNA11 GNB4 GPX5 GS1-600G8.3 GULP1 GVQW3 H2AC8 H2BC8 HEMGN HNRNPA2B1 HYCC1 IKZF2 IRF4 ITGB3BP JUN KIAA1586 KIF27 KLHDC8B KMO KRT18 KRT222 LBX1 LHFPL1 LINC00240 LINC00339 LINC00475 LINC00518 LINC00926 LINC01242 LINC02145 MAMDC2 MANSC1 METTL18 MMUT MOGAT1 MPC1 MRAS MRPL51 MTSS1 MXI1 MYLIP NDE1 NDUFV3 NEXN-AS1 NIBAN3 NPHP3 NUDT12 NUP210L OARD1 OR10A4 PDCD4-AS1 PLXNA1 PRDM7 PRKAA2 PRKCE PROSER3 PRR11 RAB30 RAPGEF4-AS1 RASA1 RASA3 RBM5 RBMS1 RFTN1 RNASEH1 RP9P RPS20 SATB1 SCN3A SERPINA1 SETDB2 SHOC1 SLC19A2 SLC1A4 SLC25A14 SLC25A45 SLC35E1 SLC39A10 SLC40A1 SLC6A16 SMIM10 SMU1 SPON2 SPTSSB SYNGR1 TAPBPL TCL1A TENT5A TIPIN TJAP1 TMEM123 TMEM19 TMEM192 TMEM263 TMLHE TNFRSF10C TRABD2A TRAK2 TRIM38 TRIM54 TRPC1 TSPAN13 TSPAN15 TSPAN31 UMPS USP7 VIPAS39 WDR19 WDR74 ZBED5 ZC3H12B ZC4H2 ZEB1 ZNF134 ZNF252P ZNF407-AS1 ZNF561 ZNF611 ZNF646 ZNF674 ZNF709 ZNF780B ZNF791 ZNF829 GSE21927_SPLEEN_VS_4T1_TUMOR_MONOCYTE_BALBC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21927_SPLEEN_VS_4T1_TUMOR_MONOCYTE_BALBC_DN ABCB10 ABCB6 ACAT1 ACSL1 ADAMTS1 AFAP1 AHSA1 AKAP8 ANGEL1 ANGEL2 ARAF ARHGEF28 ARRDC4 ATM ATP2C1 ATP5MC1 BCAP29 BCS1L BOC C1orf109 C8orf88 CARNMT1 CASP3 CCDC117 CCDC136 CCNB1 CCSER1 CDCA7L CDCA8 CDK12 CENPE CEP152 CGN CHODL CHSY1 CLEC4G CMTM4 COA6 COPRS CROT CRY1 DDX10 DDX41 DENND1B DHODH DNAJC2 DNAJC3 E2F8 EFTUD2 ELAC2 EMC8 ENOSF1 ENSA ENTR1 ETFA ETFB EXOSC3 FAM107A FANCE FARSB FEN1 FNBP4 FOXL1 FRMD4B GART GFM1 GFM2 GNPNAT1 GPR143 GPRC5D-AS1 GRPEL1 GTF2E1 GTF3C6 GTSE1 H2AC17 H4C5 HELLS HNRNPD HOTAIR HS3ST3A1 ICAM3 ID3 IFI30 IMP3 IQGAP1 JDP2 KCNH2 KCNH7 KCNRG KICS2 LIFR LINC00638 LINC00842 LINC02593 LYSMD2 MAML1 MCMBP MGLL MITF MRM1 MRRF MT2A MTFR2 MYBBP1A NDC1 NDUFB6 NEMP1 NFATC3 NFYC-AS1 NINJ1 NKX2-1 NOP2 NOX3 NPC1 NUP37 PAG1 PARP12 PARP2 PC PDZRN3 PGBD5 PINX1 PLEKHG7 POLE2 POLR2J PPP1CA PPT1 PRDM16-DT PRKDC PRPF38B PRR34-AS1 PSG4 PSMC5 PSME3IP1 PSMG1 PSMG4 RABGGTB RANBP17 RASEF RBM14 RBM19 RDH13 RITA1 RNF26 RPL11 RSPO3 RWDD1 SAP30 SBNO2 SCGN SCIN SERBP1 SETD6 SFRP1 SLC15A3 SLC16A7 SLC25A48-AS1 SLC35A3 SLC35B3 SLC35F4 SLC5A6 SLCO4A1-AS1 SMARCD2 SNAI1 SNRPB SNX5 SP2 SPINK6 SRRT SSU72 SSX2IP STEAP3 STX17 STYK1 SUCLG2 TATDN2 TBP TEX10 TIMM21 TMEM108 TMEM266 TMPO-AS1 TONSL TPSD1 TSN TWF1 UACA UBAC1 UBAP1L UBR7 UMAD1 VWA3B WASHC4 XPNPEP3 XPO4 XRCC5 ZC3H3 GSE21927_SPLEEN_VS_4T1_TUMOR_MONOCYTE_BALBC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21927_SPLEEN_VS_4T1_TUMOR_MONOCYTE_BALBC_UP ACOX3 ACSM1 ACY1 ADGRL1 ADSL AMBP ANAPC2 AOAH AP3S1 ASB17 ATG4A ATOX1 ATP1B1 ATP6V1C2 B3GNT7 BAD BCKDHA BPNT1 BRSK1 C1QA C3orf52 CACHD1 CAMK1D CCDC127 CCHCR1 CD300A CD38 CD47 CD79B CD86 CDH16 CEP152 CHAD CHML CHST12 CKB CLCA2 CLN8 CMA1 CORO1C COTL1 CREB3L2 CREG1 CRYM CSRP1 CTBP2 CXCL2 CXXC5 CYTL1 DBN1 DDX28 DNMT3A EHMT1 ELOA ENPP6 ETS2 F11-AS1 FABP1 FAM124B FAM133B FAM230B FBLN2 FFAR4 FLACC1 FOXD2 FZD10 GAB3 GBGT1 GCNT1 GHRHR GLCE GLRX5 GNAI2 GRHPR GRIK1-AS1 H2BC12 HDHD2 HIPK3 HMCES HRK IFI30 INTS10 INVS ITGAM KCNG3 KIF21A KIN KLRC3 LCNL1 LEF1 LINC00674 LINC01343 LINC02483 LRRC14 LRRC37A5P MAML3 MAPK7 METTL26 MGAT4D MORC2-AS1 MRPS6 MYRF NAA10 NATD1 NDUFS7 NOD2 NOLC1 NPTX1 NTN1 NUDT11 NUMB NUP62CL OLMALINC ORMDL3 OXLD1 PAG1 PCDH9 PCLAF PDCD2L PDZRN3 PELI2 PGAM1 PHACTR1 PIK3R1 PKD2L2 PPP1CC PRKAG3 PRR5 PTPRM PWAR5 QTRT2 RAG1 RCL1 RILPL2 RIMS3 RING1 RNASEH2C RNF130 RPIA RPS6KA3 RRBP1 S1PR5 SAMD13 SCGB2A2 SCIN SEC22A SFTA3 SGSM2 SLC27A4 SLC31A2 SLCO2B1 SMIM7 SNRNP25 SNX30 SORT1 SP2-AS1 SPHKAP SPP1 TAAR3P TAF4 TAPT1 TEAD3 TEX43 TEX47 TIMD4 TMEM144 TMEM147 TMEM161A TMEM170B TMEM176A TMEM263 TMEM70 TMEM9 TMPRSS12 TNFSF15 TRIT1 TRMT61A TSEN54 TUNAR UBAP2 UCMA UPK2 URB2 VPREB3 WDFY3 ZBED10P ZMIZ1 ZNF232 ZNF503 ZNF718 GSE21927_SPLEEN_VS_BONE_MARROW_MONOCYTE_BALBC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21927_SPLEEN_VS_BONE_MARROW_MONOCYTE_BALBC_DN ABHD14A ACP5 ADAMTS6 AFDN AIP AKAP13 ANK3 ANKRD13A ANKRD26P3 ANTXR2 ANXA7 APBB1IP APOBEC1 ARL4D ASAP1 B3GNT7 BACE2 BEX2 BEX5 BHLHE40 BLVRA BMP8A BMPR1A C1QL1 C4orf48 CARMIL2 CARS1 CASP8 CCDC86 CCN4 CD1D CD86 CD99 CDAN1 CDC42EP3 CHAD CNPY3 CNTNAP3B COA1 COA7 COX7A2L CSRP1 CYTOR DDAH1 DDX28 DEXI DHRS9 DOK7 DUSP3 DVL1 ECHDC1 EDAR EDC4 EEFSEC ELK3 ENC1 ENTR1 ESYT3 EVA1C F2R FAM200A FBXW7 FCGR2A FERMT3 FKBP11 FOXN3-AS2 FXN GABRR3 GAPDH GLB1 GLRX GNAI2 HAUS8 HDAC1 HDAC3 HIPK2 HLX HPS6 HSD17B10 HSPA1A HYI ID3 IMMP2L INPP4A ITGAM ITGAX JAKMIP1 JMY KBTBD8 KRTAP4-9 LINC00173 LRRK1 MAGOH-DT MAOA MARCKS MAST3 MBL2 MCM2 MCM5 MCOLN2 MCTP1 MFSD13A MGAT4A MGLL MIR22HG MOV10 MROH9 MRPS6 MSRA NAB2 NCR3 NDUFB7 NECTIN3 NEK3 NIBAN1 NIPA1 NLRP12 NME3 NOS3 NT5DC1 NUDT19 OPALIN PCDH11X PCDHGB7 PCYT1A PDCD2L PDCD5 PDLIM1 PER3 PEX5 PGP PIK3AP1 PITX3 PKIG PLAG1 PLIN2 PLPP2 PPM1N PPP1R13B PRAC2 R3HCC1 RAB9BP1 RAC2 RFLNB RGL3 RGS14 RNASEH2C RNF168 RTKN S100A10 SAMM50 SDR9C7 SEPTIN7P9 SERPINB8 SGPP1 SLC7A7 SMIM17 SMO SNED1 SOX7 SPATS2 SSRP1 ST3GAL3 ST3GAL5 STX10 STX1B SYCE1 TBCB TESC TIGD4 TLCD3A TLR10 TMEM147 TMEM163 TMEM216 TNFRSF10B TNFRSF13B TOB1 TOX TPCN2 TRAPPC9 TRIT1 TXLNB TXN UGCG UHRF1 USP48 VAMP1 ZBTB38 ZFP90 ZNF575 ZNF793 ZNF804A ZSCAN10 GSE21927_SPLEEN_VS_BONE_MARROW_MONOCYTE_BALBC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21927_SPLEEN_VS_BONE_MARROW_MONOCYTE_BALBC_UP ABLIM2 ACP6 ALS2 AMOTL2 ANGPT1 ARHGAP29 ARL8A ARMC8 ARMCX1 ATCAY ATP1A3 ATP6V1H AZIN1 B3GNT5 BRSK1 C1R C4orf48 CBLN2 CCDC184 CCNA1 CCNYL1 CD200 CDK19 CDS2 CELF6 CERS2 CHAC1 CHIC1 CLASP1 CNKSR2 COL4A2 COLQ CORO1A CREBRF CSDC2 CTPS2 CYFIP1 CYFIP2 CYP2R1 CYTH2 DCHS1 DDAH2 DDR1 DLX5 DNAAF9 DYNLT1 DYRK4 EID2B ENO2 ENSG00000291107 ENTPD4 EVC EXTL2 FAM171A1 FAM193A FAM78B FAM87A FARP2 FBXL12 GDAP1L1 GPR85 GPRASP2 GSTM3 HAPSTR1 HGSNAT HIVEP1 HOXC9 HSPA1A HTN3 IFI16 IFNAR1 IFNGR2 IGF2R IL13RA1 IL24 INA IRF5 IRGQ KATNIP KAZN KCTD1 KCTD5 KIAA0753 KLF3 KLHDC8B KRT18 LINC00937 LRCH2 MAGEH1 MAP4K4 MAST1 MATCAP2 MBTPS2 METRNL MTMR3 MYD88 MZF1 NACAD NALF1 NAT1 NCAM1 NCOR2 NDFIP1 NINL PAFAH1B3 PAK5 PALM PART1 PCDH7 PDZD2 PDZK1 PGM2L1 PHC2 PHYHIP PI4KA PLD2 PLSCR1 PNMA1 PPP1R21 PPP1R3C PSAP PTCH1 PTGR3 PTK2B PTOV1 QSER1 RAB3B RAB6A RABGEF1 RAI14 RAP1GAP2 RAP2A RAPGEFL1 RASGRF1 RCAN1 REC8 REEP1 RFTN1 RND2 RNF157 RNF165 RNF208 RTN2 S100A13 SCD SCG2 SEC61A2 SEL1L2 SEMA4B SETDB1 SGCB SIRT2 SLC26A11 SLC35C2 SLC6A15 SMAGP SMAP1 SMARCE1 SNX7 SRCIN1 ST3GAL5 ST8SIA3 STMN2 STRADB STXBP1 SVOP SYNE1 TBC1D23 TH TIGD7 TIPRL TLCD3B TM4SF1 TMEM170B TMEM245 TMTC2 TTC13 TTC39C UBE2F USP20 USP33 VEZT VWDE WDR33 WSB1 ZDHHC21 ZFTA ZNF177 ZNF354C ZNF512 ZNF558 ZNF592 ZNF669 ZNF70 ZNF776 ZNF805 GSE21927_SPLEEN_VS_C26GM_TUMOR_MONOCYTE_BALBC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21927_SPLEEN_VS_C26GM_TUMOR_MONOCYTE_BALBC_DN AAK1 ABCB10 ABTB3 ACSM1 AKAP3 ALG2 ALOX5AP AMOTL2 ANKRD10 ANXA4 AP3M1 APIP ARHGEF9 ASXL1 ATXN7 BCDIN3D-AS1 BLM BRINP2 C1D C1orf174 C8orf76 CAPZA2 CCDC113 CCDC127 CCDC136 CCDC14 CCDC141 CDK6 CENPU CEP44 CHCHD1 CHMP4C CHUK CKAP2 CLRN1-AS1 COX5A CPD CSGALNACT2 CUL4B CYP2C19 DAZL DDX21 DEFB114 DHRS3 DOCK7 E2F3 EMB EPB41 ESCO1 FAM241A FAM91A1 FAM98B FAP FBXO5 FLJ13224 FMO2 FNBP1L FRYL FSIP1 GALNT3 GALR2 GCA GFUS GMFB GNB4 GNG3 GPATCH2 GPR18 GPR31 GRHPR GUSBP5 H2AC6 H2BC6 HAUS3 HES1 HIP1 HNRNPA2B1 HPF1 HRK IFT52 IL3 ITGAM ITM2C JKAMP KBTBD8 KDM1A KLHL28 KPNA3 LAMP2 LAPTM4B LARP1B LEF1 LEMD3 LEPROT LHFPL2 LNX2 LSM3 LYPLA1 MAD2L1 MAEL MAGEH1 MAP3K21 MC5R ME2 MGAT5B MON1B MRPL47 MTHFD2L MTMR6 NAPSA NBEAP1 NID1 NOL12 NSUN3 OGFRL1 OR1Q1 ORMDL3 PALS2 PAX8-AS1 PAXBP1 PELI2 PHC1 PJVK PPP1R14A PRDM7 PRRG1 PTPN11 PTPN2 RABGGTB RALGAPA1 RBBP6 RHBDL3 RHOBTB1 RNF180 RNF39 RNFT2 RNGTT RYK SDCBP SEMG1 SERPINB12 SGO2 SLC12A6 SLC22A4 SLC2A1 SLC5A3 SLF1 SMAP1 SMIM7 SNRNP27 SNX30 SORD SOS1 SOX4 SRD5A1 SRPX2 SSX2IP STS STX10 SUSD1 SYDE2 SYF2 TAF5 TAPT1 TAS2R19 TBC1D31 TCP10L3 TIFA TIGAR TLN2 TLR7 TMCO6 TMEM263 TMSB15B-AS1 TNFRSF21 TNS3 TOR1AIP1 TRA2B TSPAN6 TTL TWF1 UGT2A3 UGT2B4 UHRF1 URB2 USH1G USP32P2 VPREB3 VPS26A WASF1 ZEB2 ZFAND3 ZNF177 ZNF880 GSE21927_SPLEEN_VS_C26GM_TUMOR_MONOCYTE_BALBC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21927_SPLEEN_VS_C26GM_TUMOR_MONOCYTE_BALBC_UP ABCC12 ADAMDEC1 ANO8 ARL10 ASB12 ATP2B1-AS1 BCL2L15 BEND7 BHMT2 BRD3OS BTD BTG4 C17orf97 CALB2 CASP10 CASP4 CASS4 CCNO CD82 CD84 CDC25C CECR9 CELA2B CEP192 CHSY3 CISD1 CLEC14A CLEC4GP1 CLMP COQ8B CREB5 CRYGD CSTL1 CT55 CUBN CYP2W1 DAAM2 DAZAP1 DNAI1 DNAJB12 DNAJC25 DUOX2 DUSP13 DZIP1L EEF2 EEPD1 EFCC1 EN1 ENPP5 EP400P1 ETV6 FGF7 FMR1NB FN1 GABRG1 GALNT18 GALNTL6 GARS1-DT GCM2 GHRH GIGYF1 GLRA2 GML GPR174 GPR34 GREM1 GRIN2B GRIN2D GRM2 H1-6 HERC2P1 HHIP-AS1 HNMT HNRNPA1L2 HS3ST5 HULC IFI27L1 IL10 IL18BP IL20RB IRAG1 ITGA5 KANK2 KCNE5 KCNQ3 KDM3A KLF1 KLRK1 KRT73 L1TD1 LBX2-AS1 LHPP LINC01056 LINC02860 LINC03007 LNP1 LRG1 LRRN1 LYPD4 LYPLA2 MCM5 MEP1B MGARP MIR3142HG MIR34BHG MMRN1 MRPL37 MSTN MUC7 MYO7B MYOD1 NEUROG3 NHERF4 NHLH1 NKX3-2 NPR2 NTAQ1 NUCKS1 ODAPH P4HA2 PAPSS2 PAXIP1-AS2 PCDHGA11 PCDHGB5 PCOLCE-AS1 PDE3A PECAM1 PGBD4 PI3 PKD1L1 PLXDC1 PODN PPIL6 PPM1H PPM1N PPP1R3F PRB1 PRKCI PROX1 PRSS23 PSD3 PTPN7 PURB PWP1 RAB31 RAB40A RAMP2-AS1 RASGRP3 RASSF2 RBMY2FP RCC2 REG1CP RNF181 RPL9 SDC1 SEMA4B SERTM1 SHOX SLC12A8 SLC25A47 SLC7A7 SMIM26 SNORA78 SOX9-AS1 SPATA3 SPC24 SRR SRSF4 STAG3 STAT4 SYNE3 SYNE4 SYTL5 TEX36 TREM1 TSKU TSPY1 USH1G USP6NL-AS1 UST VGF VN1R4 WDCP XIST ZNF281 ZNF702P ZNF731P GSE21927_SPLEEN_VS_TUMOR_MONOCYTE_BALBC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21927_SPLEEN_VS_TUMOR_MONOCYTE_BALBC_DN AAK1 ABCE1 ABLIM1 ACTG1 ADNP AEBP1 AKAP12 ANKRD50 ANKS1A APCDD1 ARHGAP17 ARID1B ARRDC4 ATG101 ATP11C B4GALNT2 BAHD1 BAIAP2L1 BASP1-AS1 BAZ2B BEST4 BTBD3 C3orf52 C4orf46 CACNA1I CAMK2N1 CAMKK2 CAP2 CAPRIN1 CASTOR3P CBX3 CCDC191 CCDC88C CD38 CDHR5 CDK9 CDKL1 CES1 CHPT1 CLINT1 CLPP COX19 CREB3L2 CRMP1 CSF2 CXXC5 DCAF12 DCBLD1 DCLK3 DHX9 DIAPH1-AS1 DIMT1 DIRAS2 DMXL2 DNAH5 DNAJC3 DRAP1 DTL EEF1G EIF2AK3 ELFN1 ENO2 EPB41 F2RL2 F2RL3 FGGY FSD1 GLUD2 GNAI1 GNB1 GNG3 GPR22 H2AC6 HDHD2 HERC2 HERC2P1 HEXD HMCES HMG20B HNRNPA2B1 HNRNPF HNRNPK HRK HSPD1 IFT52 IGF2R IHO1 ING5 ITFG2 JUP KANK2 KCNJ2 KCTD3 KCTD4 KDM1B LAMP5 LCP1 LEF1 LIMS2 LINC02297 LMTK2 LNPEP LONRF2 MAFG MAP1LC3C MAP3K21 MCF2L2 MED10 MIR663AHG MLXIP MME MNT MPPED2 MYB MZB1 NET1 NLRP6 NNT NOC2L NOS1AP NUP88 OLIG3 PCLAF PDE4D PEDS1 PHACTR1 PHC1 PHF10 PLEKHB2 PPM1G PPP1R2 PRKAG2 PRR4 PTBP1 PTGES RASSF6 RB1 RCBTB1 REEP3 RELL1 RGS20 RNF157-AS1 RTN3 RYR1 SAMHD1 SERTAD2 SH2D1A SH3BGR SH3BGRL SHC1 SHISA6 SIAH2 SLC18B1 SLC1A1 SLC30A4 SLC38A1 SLC7A6 SMAD1 SNX27 SOGA1 SOX30 SOX8 SPG21 SRSF9 SSRP1 STARD13 SUCLG2 SUPT16H SYNCRIP TAS2R38 TCF4 TCF7L2 TCL1A THTPA TMEM109 TMX3 TPD52 TRIB1 TRIM35 TSPAN13 TSPAN14 TUFM UBE2M UBXN7 UHRF1 URB2 USP46 USP47 VEGFD YJU2 ZDBF2 ZMYM5 ZNF41 ZWINT GSE21927_SPLEEN_VS_TUMOR_MONOCYTE_BALBC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21927_SPLEEN_VS_TUMOR_MONOCYTE_BALBC_UP ABHD17B ACADSB ACTN3 ADAL ADAMTSL4-AS2 ADAP2 ADD2 ADGRE5 AGGF1 AGMAT AGO1 AJAP1 ANAPC11 ANKRD40 ANXA2P1 AXIN2 BLOC1S4 BMX BRCC3 BRD7P3 C20orf144 C6 CA14 CADM4 CAPN13 CAST CCDC181 CDK5RAP1 CELSR1 CFAP300 CHPF CLDN8 COL22A1 COL4A1 CRTAC1 CXCR3 CXorf65 DCPS DDC-AS1 EDRF1 EED EEF2K EFCAB11 EMC4 EMX2OS ENSG00000178836 FAM117A FAM177A1 FAM228B FAM241B FTHL17 GABRP GCN1 GLT8D1 GLYATL2 GNE GOLGA8IP GOSR1 GPR78 GRAMD1C GRK6 GTF3C3 GUCY1B2 GULP1 GYS2 H2BC14 HOXA11 HSPA1L IFNGR1 IFNLR1 IGF2BP3 IL10 IL10RB-DT IRAK2 ITGAE ITLN1 KAZN KCNH4 KIF28P KISS1 KISS1R KLF9 KLHL6 KMT5A LINC00309 LINC00943 LINC02145 LIPJ LRRC74B LSR MAP3K14-AS1 MARCHF2 MARK4 MBTPS2 MCM6 MDFI MFAP5 MFSD4B MIR622 MMP2 MSTO1 MTFMT MYCBPAP NCAPD2 NDUFA8 NFE2L1 NFKBIZ NGEF NHERF2 NIPSNAP3A NPAT OBP2B OCA2 ODAD2 ONECUT1 ORC3 OXR1 PAF1 PAK2 PDE6G PFKFB3 PHC3 PHYH PIWIL2 PLEKHG5 PLPPR5-AS1 PLXDC2 POC5 PRSS12 PRSS8 PRXL2C PSMG1 PTPMT1 PWRN2 QRICH2 RAB20 RAB29 RAB33A RAB38 RASL10A RBP4 REXO1L1P RILPL2 RIN3 RNF8 RPS6KL1 RRP36 RYR3 SAT1 SCARNA15 SH3BP5-AS1 SKIL SLC24A3 SLC25A3P1 SLC25A5-AS1 SLC2A3 SLC5A1 SMYD1 SP4 SPAST SRA1 SRSF1 STX1B SUGT1P1 TCFL5 TEX101 TIMM23B TLR1 TMEM184C TMEM273 TMEM87B TMTC3 TNFRSF13B TOLLIP-DT TP73-AS1 TPCN1 TRNP1 TSPY1 TUBB2A TUBGCP5 UAP1L1 USP45 USP48 WFDC21P ZBTB24 ZBTB34 ZC3H12C ZNF214 ZNF524 ZNF597 ZNF607 ZNF718 GSE21927_SPLEEN_VS_TUMOR_MONOCYTE_C57BL6_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21927_SPLEEN_VS_TUMOR_MONOCYTE_C57BL6_DN AASS ACSBG2 ACTG1 ADARB1 ADGRG6 AGAP1 AK4 AKAP8 ALDH1A2 AMFR ARHGAP26 ARRDC4 ATL1 ATPAF1 BAIAP2L1 BASP1-AS1 BAZ2B BIVM BMS1P20 C11orf65 C2orf15 C6orf118 CACNA1I CAPRIN1 CAT CCDC102A CCDC190 CCDC85C CD38 CDKN2B-AS1 CFC1B CFHR3 CHD1L CLCN2 CLINT1 CLYBL CMA1 CNGA3 CORO2B CPNE8 CYTH3 DBNL DCAF12 DCLRE1C DIO3 DNAJC1 DYNC1LI2 EMB ENKD1 EPB41L5 EPS15 FAM200C FBXO30 FNDC3A FOXD2-AS1 FOXP1-IT1 GAS2L1 GAS2L2 GOLPH3 GPATCH2L GPRC5D GSTA4 GSTCD H1-3 HAGHL HCFC2 HEATR3 HRK HTATSF1P2 IFT20 IFT52 IGSF11-AS1 INO80D IRGQ ITGA9 KCNQ4 KIF26B KMT2C KNOP1 LGALS8 LINC00466 LINC01704 LINC01785 LMLN LRCH2 LSM14A MARCHF11 MARCHF11-DT MCF2L2 MDFI MME MND1 MPPED2 MTUS2 MUC5B NAF1 NAP1L3 NAV1 NEK3 NLGN3 NLRP10 NLRP7 NNT NOS3 NPM3 NPY4R NUP107 NXF5 PAGE5 PALS1 PARD6G PARP10 PAXIP1 PCDHB9 PCDHGA4 PDHB PHGR1 PHTF2 PIK3C2B PKIB PLEKHA3 PLEKHA7 PNPLA1 PPA1 PPP1R15B PPP6R3 PTBP2 PYROXD1 QRICH2 RAB14 RACGAP1P1 RASGRP4 RASSF6 RBM28 RCN3 RHBDF1 RIMBP2 RLN2 RNF4 RPGR RPPH1 RPS16P5 RYR1 SEPTIN2 SERTAD2 SGTB SH3BP4 SHC1 SIRPB2 SLC16A7 SLC1A1 SLC35F5 SLC7A6 SMG1P5 SOX12 SP140 SPG21 ST3GAL2 STAG3L4 STT3B SUCLA2 TARBP1 TASOR2 TBX6 TCF24 TET3 TEX43 TIAM1 TM2D1 TMEM128 TPD52 TPSB2 TRIM49 TTC13 TUBGCP5 UBXN7 UNC119B USP4 USP46 VPS37A WEE2-AS1 ZCCHC13 ZMYM5 ZNF230 ZNF271P ZNF34 ZNF556 ZNF677 GSE21927_SPLEEN_VS_TUMOR_MONOCYTE_C57BL6_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21927_SPLEEN_VS_TUMOR_MONOCYTE_C57BL6_UP A4GALT ADAD1 AK5 ALDH1L2 ANKRD42 ARF5 ARHGAP24 ARL6IP1 ASF1A BBOX1 BCKDK BMP15 BMX BRD7P3 C20orf203 CAMKV CARMIL2 CBX6 CCDC144NL-AS1 CCL2 CCT6B CCZ1 CD163 CD300LG CD3G CDH4 CDK9 CEBPA-DT CELSR3 CFAP45 CGNL1 CLCN3 CLIC2 CLSTN2 CNDP1 CPA3 CPSF7 CR1 CTSE CYP17A1 DGCR5 DLX6-AS1 DNAH10 DPPA5 DTWD2 DUSP15 DUSP16 DUSP18 EHD3 ELSPBP1 EMX2OS ENC1 ENDOV ENSA ENSG00000228919 ESPNL ETV6 ETV7 F13B FADD FAM182B FANCD2OS FBXO39 FGF1 FLCN FOXRED2 FZD1 FZD4 GLRA2 GSX1 GUCY1B2 GZF1 HCAR1 HOXA11 HOXC13 HR HUNK IL13RA2 IMPA2 IWS1 JAK1 KCNH4 KCNK4 KIR2DL4 KISS1 KISS1R KITLG KLLN KPNA5 KSR2 LAMA4 LCAT LGALSL LINC00470 LINC00589 LINC00607 LINC01192 LINC02297 LLCFC1 LMOD3 LRRC27 LRRC38 LRRN4CL LTBR MAB21L3 MFSD4B MMP2 MOBP MRAP2 MTTP MYCBPAP MYH10 MYOM1 MYRFL NBPF3 NDUFAF3 NEU4 NEUROG3 NFATC1 NFE2L3 NHERF2 NLRP8 NPBWR1 OCM2 OPN5 OR51I1 OR7E24 PACRG PAIP2B PAX7 PCA3 PDE6G PDGFB PDZK1 PGC PKD1L1 PKD1L2 POLH PPM1M PPM1N PPP1R37 PRKAR1B PRR15 PRRT3 PTCSC1 PTPN22 PURB PURG PYGO1 RAB8A RASIP1 RCHY1 RHOD RNASE3 RNF112 RNF208 RUVBL1 S1PR2 SEPTIN12 SIGLEC8 SLA SLC16A1-AS1 SMIM20 SMOX SMR3B SMYD4 STAG3 SUGT1P1 TBC1D2 TBKBP1 TBXAS1 TCAIM TCHP THAP8 TIMM23B TM4SF18 TMEM150B TMEM50B TMSB15B-AS1 TRHDE TRIM67 TRNP1 TSPAN4 UEVLD UGT2B28 UPK1B WFDC21P ZC3H12C ZFAND4 ZKSCAN7 ZNF30 ZNF575 GSE21927_SPLENIC_C26GM_TUMOROUS_VS_4T1_TUMOR_MONOCYTES_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21927_SPLENIC_C26GM_TUMOROUS_VS_4T1_TUMOR_MONOCYTES_DN ABCD3 ABCE1 ALKBH8 ANKRD36C ARHGAP15 ARHGAP42 B4GALNT2 B4GALT5 BACH1 BAG5 BCL2L13 BCOR BCS1L BIRC2 BRINP3 BRK1 BTBD3 C17orf58 CAMK2D CAPRIN1 CCNT2 CD1A CDCA7 CENPE CLLU1 CMPK1 COTL1 COX5A CREB3L2 CXCR2 DAP3 DDX10 DDX31 DHFR DHX33 DIPK2A DNAJC3 DTX4 DUSP5P1 DYRK2 E2F8 EARS2 EDRF1 EEF1G EGR3 FAM120A FAM169A FBXL3 FBXW8 FCHSD2 FNBP1L FOCAD FYCO1 GAPDHP62 GART GFUS GLUD1 GNG2 GOLT1B GPHB5 GRK4 GSPT2 GTF2I HDAC4 HERC2 HIKESHI HLA-DRB4 HS3ST3B1 HSD17B12 HTATSF1 IDI2 IDNK IL1RAP INIP INTS7 IQCC ITGAV JARID2 KBTBD11 KCNQ5 KLHL14 KMO KPTN LAP3 LAPTM4B LINC00334 LINC00927 LINC01792 LONRF2 LONRF3 LST1 LTA4H LY86 MACROD2 MAD2L1 MAGEH1 MAK16 MATN2 MBLAC1 MED10 METTL2B MFSD6 MOSPD2 MRLN MRPL44 MRPL45 NAALADL2 NAP1L3 NAP1L5 NBPF10 NET1 NREP NRIP3 OASL OR9A1P OSGIN1 PARP9 PBK PIGK PIGP PIGY PIK3AP1 PITPNB PLSCR1 PLXNC1 POGLUT2 POP5 POU1F1 PPTC7 PRKAR2B PRKD3 PRNT RAPGEFL1 RGPD4-AS1 RIC1 RIGI RPS6KC1 RSL1D1 RSU1 RUNX1T1 SANBR SERTAD2 SETD9 SFXN1 SH3BGRL SLC22A18 SLC25A37 SLC25A43 SMIM13 SNX22 SOD1 SOS1 SPTLC2 STRADB SYNE2 TAF9B TAPT1-AS1 TCL6 TFB2M THAP12 TIMELESS TLR2 TMEM11 TMEM126A TMEM183A TMEM184C TMEM218 TMEM237 TMEM41A TMEM44 TNFRSF21 TP73-AS1 TRAPPC2 TRIM3 TUBGCP5 TVP23B UROS UST UTP18 VAPA WDR7 WDR86-AS1 WEE1 YBEY YTHDF2 ZBTB21 ZBTB24 ZDBF2 ZFHX3 ZMYND8 ZNF383 ZNF41 ZNF514 ZNF527 ZNF664 ZNF766 GSE21927_SPLENIC_C26GM_TUMOROUS_VS_4T1_TUMOR_MONOCYTES_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21927_SPLENIC_C26GM_TUMOROUS_VS_4T1_TUMOR_MONOCYTES_UP AACSP1 ACSM3 ACTN3 ANXA2P1 AP4S1 ASF1B ASPM ATOSB ATXN3L AXDND1 BAG2 BCKDHA BRD8 C15orf61 C1QA C1orf116 CAPN14 CAPZA1 CCDC136 CCHCR1 CDK2AP2 CDKN2D CFAP20 CFD CHAD CHFR CIDEC CKB CKS2 CLIP4 CNRIP1 COL14A1 COL4A1 COX4I2 CTAG2 CTSW CUZD1 CYSTM1 DEFB114 DIRAS3 DLG3 EIF2B4 ENSG00000291179 EPS15 EXTL1 F11R FAM30A FAM91A1 FANCI FBXL22 FBXO42 FGFR4 FGR FLACC1 GMCL1 GPM6B GPN2 GPR32 H2AJ HEXB HIGD1A HRK HSPA1L HTR3C HYCC2 ID3 IFNLR1 IGKV1D-13 ILF3-DT IQCF5-AS1 ITM2B ITPRIP KCNAB1 KLF17P1 KMT2A KMT5A KRTAP2-1 LCA5L LHFPL2 LINC00857 LINC01242 LINC01619 LPAR6 LPIN2 LRRD1 LZTFL1 MARF1 MARVELD3 ME1 MICALL2 MISP MT1H MYADM MZF1-AS1 N4BP2L1 NFATC3 NFE2L1 NFU1 NHERF2 NOD2 NSUN7 NUMB NUP210L P2RY6 PCNA PDE6D PDGFRA PDZRN3 PFKFB3 PI3 PITPNA PKP4 PLEKHG5 PLPPR5-AS1 PLXNA4 POLD1 POPDC2 PRDM5 PRKAG2-AS1 PRR23E PRSS53 PSMC3 PTH2 PTPN21 PTPRM RASL11A RBP7 RGS22 RNF157 RPRD1A RRBP1 RSPRY1 RUNDC1 S100A10 S1PR5 SCGB2B2 SDHAF1 SEC22C SEC23A SERPINB9 SH3GL1P2 SHF SHPRH SKIL SLC19A2 SLC43A1 SLC5A1 SLC5A11 SMIM21 SMPD1 SMR3B SNED1 SNX30 SPACDR SPINK1 SPP1 SRSF1 STAG3 STX17-DT STX1B TCF20 TEAD3 TFAP2A TIMP3 TMEM229B TOB1 TRPV5 TTTY2 TUSC2 UBA3 UPK2 URB1-AS1 USP53 VGLL2 VPS37A VTI1A WSCD2 ZKSCAN5 ZMYND10 ZNF490 ZNF491 ZNF524 ZNF718 ZNF804A ZNF815P GSE21927_SPLENIC_C26GM_TUMOROUS_VS_BONE_MARROW_MONOCYTES_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21927_SPLENIC_C26GM_TUMOROUS_VS_BONE_MARROW_MONOCYTES_DN ABI1 AHCYL2 AKR7A2 ALDH18A1 ANAPC11 ANAPC4 ANKRD46 ANTXR2 ANXA2 ANXA2P2 AP3M2 ARHGAP26 ATP6V1FNB BASP1 BCL2L1 BCS1L BHLHE40 BTN3A2 C10orf88 C11orf68 C8orf33 CARF CCDC6 CCDC97 CD1D CD86 CDC42BPG CDYL CECR7 CEP164 CHCHD7 CNFN CNOT7 CNTNAP3B COPS9 COX5A CREG1 CRELD1 CSRP1 CTNNA2 CYBC1 DDX11L2 DDX31 DENND2C DIO3 DNAJB12 DNAJB6 DOCK7 DPPA3 DUSP3 EI24 EP400P1 EPRS1 FAM149B1 FAM167A FDX1 FEZ2 FNTA FOXN3 FOXP1-IT1 FRG1 FUNDC1 FXN FYTTD1 GAB3 GAPDHP62 GDE1 GLRX5 GOLGA5 GPLD1 GPR160 GPR161 GRIN2B GSR HENMT1 HERC2 HINT1 HMGXB4 HS3ST3B1 IFNAR1 IFT52 ISG15 KCNMB4 KCP KLHDC4 KLHL21 LAPTM4B LHPP LIMS2 LINC00173 LIPA LRPPRC LRRC57 LSP1 MAP3K20 MARCHF11 MED21 MGST3 MIF-AS1 MKRN2 MRM2 MTRES1 MYO19 NAAA NDUFA11 NDUFA3 NEK8 NENF NFATC2IP NFIL3 NMB NMRK1 NOP2 NOS3 NOTCH2NLA NPHP3 NPM3 NREP NUBP1 NXPH4 ORC4 PAK1IP1 PALD1 PDE4D PDIA6 PDLIM2 PLEKHG2 PNLDC1 POMGNT2 PPIF PPP1CC PREP PRMT9 PTPN9 PUS7 RAP2A RBPJ RGS7 RHOBTB1 RIMBP2 RIMS3 RNGTT RP9 RPL26L1 SCAMP1-AS1 SCLT1 SEC61B SGK1 SLC12A2 SLC35B4 SLC4A7 SLC7A7 SNRNP25 SPATS2 SPTLC2 SSR3 STAG3L4 STMN1 SUPT7L TEX43 TIMM13 TMA16 TMEM230 TMEM238 TMEM87B TMTC4 TNFRSF21 TPGS2 TSPYL5 TUNAR UAP1 UBTD2 UHRF1 USP13 USP4 UTP18 VAV3 XK XYLT2 ZFAND2A ZFP82 ZFYVE26 ZNF34 ZNF35 ZNF521 ZNF558 ZNF613 ZNF790-AS1 ZNF823 ZNF830 GSE21927_SPLENIC_C26GM_TUMOROUS_VS_BONE_MARROW_MONOCYTES_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21927_SPLENIC_C26GM_TUMOROUS_VS_BONE_MARROW_MONOCYTES_UP ACTL9 ADARB2 ADGB AGR2 AGT AK5 AMOTL1 ANKRA2 ANKRD40CL APBB1 AREG ARL8B ARSB BEX4 BHLHE22 BMP15 BMX BTNL9 C12orf42 C2orf50 CACNA2D1 CAPN12 CATSPERD CCDC125 CCDC134 CCDC61 CCL22 CDC42EP2 CDC42EP5 CDK11A CEBPA-DT CFAP74 CHL1-AS2 CLCF1 CLCN3 CMAHP COL11A2 COL16A1 CPB2 CXCL9 CYP4B1 CYREN DCAF7 DDAH1 DENND11 DGCR5 DLEU7 EBLN3P EEF1A1 ELSPBP1 ENSG00000229727 ENSG00000237250 ENSG00000255647 ENSG00000291179 ETV6 FAM30A FANCD2OS FAXDC2 FBXO8 FGF1 FILIP1L FLNC FOXN3-AS2 FRMD1 GABRA1 GCNT4 GLI1 GPHA2 GPR39 GUCY1B1 HIGD1A HIPK2 HNRNPD HRC HSPH1 HTRA3 HYCC2 IFNA7 IGSF22 INSIG1 KANSL1L KCNJ10 KCNK4 KIR3DS1 KISS1 KLHL34 KRT2 KRT31 KRT7 LACTB2 LINC00052 LINC00324 LINC00607 LINC01550 LINC02145 LRIT1 LRRC37A5P LSMEM2 MAGEE1 MAK MAPK10 MIR1915HG MIR22HG MMP17 MMP2 MRPL24 MRPL44 MT1HL1 MYL3 MYL9 NBEAP1 NCDN NDUFV1-DT NEURL3 NF1 NOD2 NPEPL1 NPPB NUMB OGA OGFRL1 PAGE4 PANK3 PBXIP1 PCDHB3 PCNA PDS5B PDX1 PHC3 PHF3 PIP PLEKHG3 PPARG PPARGC1A PRDM6 PRKCZ-AS1 PRR34-AS1 PSMB5 PTCRA RAB3D RAB5C RASD2 RBL1 RGS9 RIIAD1 RNASE2 RNF103 SAMD3 SART3 SCAMP5 SEMA3B SEMG1 SERINC5 SLC22A4 SLC22A9 SLN SNED1 SNX27 STT3B SYN3 TAB1 TAFA1 TBKBP1 TMEM106A TMEM277P TMPRSS3 TMSB15B-AS1 TOM1L2 TREM2 TRIM39 TRPS1 TUB TUT7 UGT2B28 UNC13C USP48 USP6NL UST-AS1 VPREB1 WNK4 WWC2-AS2 YTHDC2 ZBED3-AS1 ZBTB7C-AS2 ZNF705G GSE21927_SPLENIC_VS_TUMOR_MONOCYTES_FROM_C26GM_TUMOROUS_MICE_BALBC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21927_SPLENIC_VS_TUMOR_MONOCYTES_FROM_C26GM_TUMOROUS_MICE_BALBC_DN ABAT ABCC5 ABHD17A ABI1 ACAP1 ADD3 AFTPH ALG13 ANKRD49 ARAP1 ARGLU1 ARHGAP1 ARHGAP15 ARL2BP ARL6IP5 ASB1 ATG13 ATP6AP2 ATRX AZU1 BACH1 BAZ2A BBX BCL2L2 BLTP1 BMAL1 BNIP3L BRD1 BTN2A1 C2orf68 CALHM2 CASC3 CCNG1 CCNL2 CD6 CD96 CD99 CDC14A CEP350 CERT1 CES2 CIRBP CITED2 CLASP1 CLK1 CLK4 CMC4 CMPK1 CPNE3 CREBL2 CRYL1 CSNK1D CTBS CTDSP1 CYLD DEFB1 DET1 DHRS1 DIP2C DYNLT3 ECHDC2 EFHC1 EFNA1 EGLN2 EPHA1 EPM2AIP1 ERBIN EVI2A EVL FBXL12 FBXL5 FBXO9 FCGR3B FCHO1 FEZ2 FOXJ3 FOXN3 FRYL GABARAPL2 GALNT11 GATAD1 GCC2 GMFG GOLGA8A HIPK1 HNRNPA3 HSPBAP1 ICAM3 IDUA IGFBP3 INSIG2 INTS8 IST1 ITGA4 JRK KLF12 KLRC3 KMT5B LDOC1 LEMD3 LIPT1 LONP2 LPAR1 LSS MACF1 MAML1 MAN1A2 MAP4K1 MAU2 METTL9 MON2 MPPE1 MYCBP2 MZF1 N4BP2L2 NCOR1 NFRKB NISCH NKTR NR1D2 OSER1 OVGP1 P2RX4 P4HTM PAFAH1B1 PAN2 PIK3CA PIK3CD PIP4K2B PIPOX PLEKHM1 PLEKHO1 PNRC2 PRKAB1 PRKCZ PRPSAP1 PRSS23 PTCH1 RAB4B RABAC1 RBL2 RBM5 RIOK3 RPL27 RPL36A RSRP1 S100A10 S100PBP SETD2 SH2B1 SIRT7 SLC35E2A SNRK SON SPG11 SPTAN1 SRSF11 STAG2 STAT4 STK25 TAF1 TECPR2 TERF1 THBS3 TMEM260 TMEM80 TNFRSF1A TOB1 TRAF5 TRAPPC10 TRIB2 TRIM52 TRIOBP TSC22D1 TSC22D3 TTC17 TUG1 TXK TXNIP UBA7 USPL1 VAMP1 VEZF1 VWA5A WBP1L WIPF2 WSB1 WWP1 ZBTB40 ZC3H11A ZFAND6 ZNF133 ZNF266 ZNF337 ZNF586 ZNF611 ZNF83 ZNF862 GSE21927_SPLENIC_VS_TUMOR_MONOCYTES_FROM_C26GM_TUMOROUS_MICE_BALBC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21927_SPLENIC_VS_TUMOR_MONOCYTES_FROM_C26GM_TUMOROUS_MICE_BALBC_UP A1BG ABHD12B ACAD9 ACSM3 ACTR3B ANKRD35 ANKRD36 ANKRD40 ANXA2R ARHGAP30 BAZ2A BAZ2B-AS1 BBS12 BLVRA BNIP3 BTBD9 BTNL9 C2orf81 CACNA1I CALML3 CCDC159 CD151 CD40 CDH7 CDK8 CETN1 CFAP20 CFAP210 CFAP47 CHRNA9 CLIC6 CLIP4 CLPTM1 CRMP1 CYBA CYP2F1 CYS1 DAD1 DDX6 DHRS4-AS1 DLG3 DNAL1 DPP6 DUSP18 EDN1 EPS15 ETV1 FAM53B FCAR FCHO2 FGF14-AS2 FGGY FILIP1 FILIP1L FLJ13224 FLJ20021 FNBP1 FOLH1B FTHL17 FXYD7 GABPB1-AS1 GALE GALNT8 GLCCI1 GLDN GSDMC GSTCD HNRNPA2B1 HOXA5 HOXB8 HPSE HSP90AA1 HSPB1 HTR6 ID3 IFITM2 IPMK IRX4 ITGB5 ITPRIP KMT2E KRCC1 KRT222 KRTAP2-4 LGI4 LILRA1 LINC00907 LINC01242 LINC01619 LINC01711 LMAN2L LRRC14 LYSMD1 LZTFL1 LZTS2 MAP3K2 MEAK7 MEF2A MOXD1 MPP4 MT1HL1 NAALADL1 NASP NEK7 NFKBIL1 NKX3-1 NKX6-3 NMNAT3 NNMT NPC1L1 NPL NR3C2 NR5A1 NUDT16 NXF5 OPRK1 PANTR1 PBX4 PCDHGA4 PCF11 PET100 PGBD1 PLAUR PLEKHO2 POLL POLR1E POLR1HASP PPEF2 PPFIBP1 PPP1R3B PRR34-AS1 PSMB4 PTGES PYGL RAB13 RAB29 RADX RAPGEF4-AS1 RAPSN RBKS REXO1 RPS16P5 SAMD11 SAP130 SDR39U1 SECTM1 SESTD1 SIK2 SLC11A2 SLC16A3 SLC4A9 SLITRK2 SMARCA2 SMCHD1 SMCR5 SNED1 SOX15 SPACA3 SPATA5 SPPL2B ST6GALNAC6 STX12 SULT4A1 TCF20 THRAP3 TMEM102 TMEM184B TMEM260 TRABD2A TRIM7 TRNP1 TRPC1 TTC23L TTC39B TUBG1 TUSC2 TUT7 UBE2Q1 UBE2W UNC5CL USP44 USP48 VPS29 WASF3 WNT10A ZFPL1 ZFR2 ZNF230 ZNF251 ZNF252P-AS1 ZNF416 ZNF563 ZNF674-AS1 ZNF750 GSE21927_UNTREATED_VS_GMCSF_GCSF_TREATED_BONE_MARROW_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21927_UNTREATED_VS_GMCSF_GCSF_TREATED_BONE_MARROW_DN AAK1 ABCG2 ADARB1 ADD1 ADGRL1 AKNAD1 ALG2 AMN1 ANKRD10 APCDD1 ARHGAP17 ARHGEF9 ATP13A3 BAD BEX3 BLTP3A BTBD3 C1QA CAP2 CCDC113 CCDC127 CD24 CD86 CDCA7 CFD CHCHD1 CHP1 CHRAC1 CIAO2B CKS2 CMTM7 COLGALT1 CORO2B COX5A CREBRF CREG1 CRYM CSHL1 CUL4B CXCL2 DAZL DEFB114 DGKI DOK7 DUOXA2 E2F4 ELOB ELOVL7 ELP6 ENOX1 EPS15 ETS2 EXOSC5 EXT1 F12 FAM118A FAM241A FBXO15 FCRLA FILIP1L FKBPL FOXD2 FUCA1 FYTTD1 GCNT1 GLRX5 GNB4 GNG3 GNG5 GPRC5A GTPBP4 GUCY1A1 GXYLT1 H2AC6 H2BC4 H2BC6 HHIP-AS1 HIP1 HNRNPA2B1 ID2 IGLJ3 IGSF21 ITGAM ITPRIP JKAMP KANK2 KCNG3 KIAA1958 KIF2A KIR2DL4 KLF8 KLHL14 KLHL2 LHFPL2 LILRA2 LINC02603 LRRC58 LUZP1 LYRM4 MAGED1 MAGEH1 MAPK8 MBNL2 MELK MGAT4A MIA2 MPHOSPH9 MRNIP MS4A1 MT1F MTHFD2L MYB MZF1-AS1 N4BP2 NFYB NLRP3 NPTX1 NPY ODF2 OGFRL1 PARP1 PAX8-AS1 PAXBP1 PAXIP1-DT PCLAF PIK3CD PIP5K1B PLTP PNISR POLD1 PPP1CC PTEN PTH2 PTPRE RAP1GAP2 RCBTB1 RELL1 RGS22 RNFT2 RNGTT ROBO1 RPS6KA4 SEC22A SENP5 SH2D3C SH3PXD2A SKP2 SLC16A14 SLC38A9 SLC43A1 SMAD5 SMIM7 SPRING1 SPRY2 SSBP2 SSBP3 STK26 STK39 STT3B SUSD1 SYNCRIP SZRD1 TAF5 TAS2R19 TFPT TIGAR TMEM170B TMEM178A TMEM256 TMEM263 TMSB15B-AS1 TNFRSF21 TNS3 TOP1 TOR1AIP1 TRIM25 TSPOAP1 TXNDC15 TYMS UBE2G1 UBE2H UBXN2B UGT2A3 VAPA WASF1 WDR33 ZBTB10 ZMIZ1 ZNF385C ZNF608 ZNF75D ZNF880 GSE21927_UNTREATED_VS_GMCSF_GCSF_TREATED_BONE_MARROW_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21927_UNTREATED_VS_GMCSF_GCSF_TREATED_BONE_MARROW_UP ACSL3 ADA2 ADAL ADCY3 AGPAT1 AIMP2 AK3 AKR7A2 ALDH18A1 AMN1 AMOTL2 ANAPC4 ANKMY2 ANLN ANXA4 ARID3B ARL6IP1 ASF1A ASXL1 ATF1 ATP13A3 ATP6V1FNB AXIN2 B4GALT5 BBOX1 BEND3 BEST2 BTBD3 C17orf80 C1D C2orf42 C4orf46 CAPZA2 CARNMT1 CBX6 CCT4 CDH15 CLDN1 CLYBL CNIH1 CNP COPS2 COTL1 CREG1 CRISPLD1 CSGALNACT2 CTPS2 CYB561D1 DHRS7B DNAJA3 DNAJB4 DOCK7 DPY19L3-DT DYRK2 EED EGR3 ELP6 EPB41 EPB41L5 ERCC6L2-AS1 FAM135B FAM167A FAM98B FLT1 GCLC GFM1 GK5 GMNC GSPT2 GXYLT1 GYS1 H3-3B H4C4 HDHD2 HHIP-AS1 HMGN3 HMMR IFT20 IL2 IL21R ING5 INKA2 IRS2 IWS1 JAG2 JAZF1 JCHAIN KDM1B KIF27 KLHL14 LARP1B LGALSL LINC00487 LINC00665 LINC00917 LINC01541 LIPA LIPJ LRPPRC LY86 MAGEH1 MAGOH-DT MAP6 MRPL19 MTAP N4BP2 NAP1L3 NBR1 NDFIP1 NDUFB5 NIFK NPEPPSP1 NREP OLA1 OR7E87P PAPSS1 PARK7 PARP16 PAXBP1 PAXIP1 PCA3 PI15 PIWIL4 PLCXD1 POLR2H PPAT PRMT9 PROSER2 PRRC1 PSMG3 PTBP2 PYM1 R3HDM1 RAC2 RAD23B RALGAPA1 RFC3 RFPL3S RHOBTB1 RNASEH2C RNF112 RPF2 RSL24D1 RUNX1 RXYLT1 SACS SH3YL1 SKAP2 SLC15A4 SLC25A17 SLC35F2 SLC38A10 SLC7A7 SOX4 SOX7 SP3 SQOR SRRM2-AS1 STK38L STRADB STX10 STX2 SUPV3L1 TAS2R19 TAS2R7 TGFB3 TIFA TMEM14C TMEM200B TMEM201 TMEM218 TMEM68 TMSB15B-AS1 TNFRSF21 TNS3 TOMM70 TSEN15 TTC13 TTL TUBAL3 UBE2G1 VAV3 WBP1L WDR12 WDR83OS WFDC21P YY1 ZBTB10 ZBTB34 ZFP1 ZMIZ1 ZNF385C ZNF529 ZNF570 ZNF608 ZSWIM7 GSE21927_UNTREATED_VS_GMCSF_IL6_TREATED_BONE_MARROW_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21927_UNTREATED_VS_GMCSF_IL6_TREATED_BONE_MARROW_DN AAK1 ABCB4 ACSM3 ADAMTS3 ADARB1 ADM ADPRM AFF1 AFM AGPAT4 ALG10B ALG2 AMN1 ANKRD10 ARHGAP32 ARHGEF26-AS1 ATP6V1C2 ATXN3L BAIAP2L1 BCAR4 BIRC2 C1QA C3orf52 CACUL1 CALR CD47 CD79B CD8B CERS6 CLCA2 CLDN12 CLEC2B CLEC2D CLGN CMTM3 CMTM7 CORO1C CPD CRNDE CRYM CTBP2 CTCF CYB5A CYP2R1 CYTH3 DACT1 DCAF16 DKC1 DPYD DTHD1 DZIP3 FAM110D FAM184B FAM30A FBXO15 FBXO30 FBXO42 FCRL1 FEN1 FOXP1-IT1 GABRB1 GALNT3 GNB4 GNG8 GPALPP1 GPATCH2L GRHPR GUCY1A1 GULP1 H2AC15 H2AC6 H2BC12L H2BC7 H3C10 HDHD2 HIP1 HNRNPA2B1 HOXB2 IGKV1D-13 IGLJ3 IL5 IQGAP2 IRS2 JAKMIP2 KANK2 KASH5 KCNQ5 KLB KLHDC8A KLHL20 KMO KNL1 LATS2 LCNL1 LINC00115 LINC00587 LINC02483 MAGED1 MAPK14 MC3R MFAP1 MORC2-AS1 MRAS MTMR1 MXI1 NEGR1 NME8 NPC2 NPTX1 NREP NUBP1 NUDT12 OR51B2 ORMDL3 PCAT18 PCDH9 PDGFC PELI2 PGM3 PIK3CG PSMB4 PSME2 PSME4 PTPRE RAB30 RAE1 RAI2 RAPGEF5 RASAL2 RBBP9 RGS11 RGS5 RING1 RMND5A RPP30 RUBCNL SBF2 SFMBT2 SGPL1 SIAH1 SKIDA1 SLC1A4 SLC2A4 SLC2A5 SLC38A9 SLC39A7 SLC43A1 SPRY2 SRSF8 SSBP2 STAM STK26 STMN1 STX7 TAF4 TCL1A TMEM176A TMEM263 TNFRSF18 TNPO2 TOP1 TRIM38 TSPAN15 TTYH2 TUBB6 UBE2E1 UBE2H UNKL UPF3B UTP11 UTRN UXS1 WRNIP1 WT1 ZCCHC7 ZEB1 ZNF134 ZNF232 ZNF260 ZNF28 ZNF285 ZNF354A ZNF512 ZNF618 ZNF815P GSE21927_UNTREATED_VS_GMCSF_IL6_TREATED_BONE_MARROW_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE21927_UNTREATED_VS_GMCSF_IL6_TREATED_BONE_MARROW_UP AACSP1 ACSF3 ADGRE2 ADNP2 ADTRP ALAS1 ANAPC16 ANKRD6 APCDD1L ARHGAP5-AS1 ARHGEF3 ARID3B ARL16 ARMCX5 ATF2 ATXN7L3B AVEN BEX2 BICRA BRIP1 C17orf58 C22orf39 CABP2 CAND1 CAPN2 CBX8 CCL26 CD72 CFAP53 CHCT1 CNOT11 COX15 CPA2 CRIP2 CSGALNACT2 CTDSP2 DDO DDX53 DIO3OS DNAL1 ENSG00000269155 ENSG00000291065 EPM2A EPS15 ERLIN2 ETNPPL ETS1 FAM120AOS FAM124A FAM89B FHL2 FKBP5 FOXO4 GAS2L3 GFRA2 GLUL GMFG GPC6 GPIHBP1 H2AC25 HDGF HERPUD2 HNRNPA3P1 HOATZ HOTAIR HOXA13 HP1BP3 HSDL2 IKBKB ILF3 IMMP2L INO80 IRGM JRKL KBTBD2 KCNJ2-AS1 KIF20B KRT35 LIMS1 LINC00334 LINC01003 LINC01097 LINC01931 LINC02003 LRRC25 LSM11 MACF1 MAMLD1 MAP2 MAPK6 MEX3A MFSD5 MIR100HG MLNR MMP2 MNDA MRM2 MROH9 MTCH2 MTCL1 MTFR1L MTPAP MYSM1 NCBP3 NDUFB5 NEK11 OGA OGFRL1 OR8B8 OTOR PACSIN3 PAMR1 PCDH18 PCOTH PITPNA-AS1 PLGRKT PON2 PPM1G PPP1R12A PPP1R14C PRELID1 PRKCA PRR13 PRR19 RAB11B RAD51AP1 RALB RAMAC RANBP6 RBM12B RIOX1 RIPOR1 RNF135 RNF152 RNF220 RNF24 RPE65 RPRML RPS6KA5 RUNDC3B S100A8 SCAMP2 SCUBE1 SDC1 SH3BGRL2 SLC12A8 SLC1A5 SLC35B2 SLC38A3 SLITRK1 SNORD89 SPAG17 SRSF6 ST7-AS1 STARD7-AS1 TCEAL1 TEAD3 TFDP2 TGIF2LY TGM6 THOC7 TIMM23 TLE3 TMEM168 TMEM175 TMEM216 TMEM68 TMEM69 TMTC1 TNFSF13 TNKS1BP1 TPT1-AS1 TRAM1L1 TRAPPC2 TSNARE1 UBA6 UBL3 UBXN2B UCHL1 VDAC2 VPS53 WIF1 WNT8B YPEL2 YWHAZ ZBED1 ZBTB26 ZNF138 ZNF17 ZNF33B ZNF350 ZNF585B ZNF85 ZNF875 GSE2197_CPG_DNA_VS_UNTREATED_IN_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2197_CPG_DNA_VS_UNTREATED_IN_DC_DN AATK ABCB10 ABCB7 ABCD3 ACTL7A ADI1 AFG1L AIMP1 AK3 ALB ALDH18A1 ANKRD46 ANLN AP5B1 ARHGAP9 ARPC5L ASNSD1 ATPAF1 ATRAID B3GNT3 BBS10 BDH1 BICDL1 BORA BRI3BP BTBD1 C10orf120 C11orf54 C6orf136 CBX5 CCDC34 CD27-AS1 CDC25B CDC42SE1 CDK9 CEP44 CEP83-DT CGREF1 CHAD CLEC1A CMPK1 CNPY3 COA8 CORO1C CREB3L2 CRYGS CYP27A1 D2HGDH DDI2 DHCR7 DHRS3 DHX32 DLG3 DMAC2L DNAAF2 DNAJC5B DPAGT1 DPH1 DUSP22 EEF1AKMT1 ELF2 ENOPH1 ERCC5 ERCC6L F8A1 FAM172A FASTKD1 FLI1 FOXO3 FZD4 GAREM1 GBA2 GCSH GHRH GLCE GNG10 GPR108 GPR183 GPR27 GPS2 GRK5 HADH HEBP1 HELB HEPACAM2 HS2ST1 HTR2B IFT140 IFT46 IFTAP IL6ST INPP5E KAT7 KCNAB2 KCTD15 LAIR1 LGMN LIAS LRRC56 LYL1 MAP3K10 MFNG MGST1 MIA2 MICAL1 MIGA1 MPPE1 MR1 MRPL51 MRPS26 MRPS34 MYO15A NCKIPSD NCOA1 NFIC NGRN NICN1 NUDT7 NUMA1 OPN3 ORMDL1 ORMDL2 P2RY10 PABIR2 PACC1 PADI4 PDIK1L PDXP PFKFB1 PHLDA3 PIGX PLEKHF1 PLPP5 PMP2 POC1B POLR2B POLR2G POLR3F PPA2 PPIH PPM1J QRSL1 RAD18 RASSF7 RBL2 RCAN3 RFC5 RHBDD3 RHOBTB1 RMND1 RMND5B RNASE4 RNASE6 RP9 RPAP1 RSRP1 SARS1 SCCPDH SCMH1 SERPINA7 SLC24A4 SLC25A42 SLC2A8 SLC35B3 SLC35C2 SLC36A2 SLC37A4 SMIM11 SSNA1 ST13 STRADB TBC1D24 TECPR2 TIMP2 TIPIN TMEM129 TMEM40 TMEM60 TNFAIP8L1 TOX3 TPK1 TPRKB TRIM27 TRIM28 TRIP6 TRUB1 TSNAX TTC33 TTC5 TUSC2 UBE2T VCPKMT WDHD1 WDR11 XKR5 ZBTB45 ZNF274 ZNF436 ZNF692 ZSCAN12 GSE2197_CPG_DNA_VS_UNTREATED_IN_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2197_CPG_DNA_VS_UNTREATED_IN_DC_UP ACOT9 ACP2 ACP3 ADPRH AFP AGTRAP AP3M2 APPBP2 ARHGAP28 ARID5A ARMH4 ASB11 AZI2 BCL2A1 BCO2 BDNF BEND3 BLNK BLOC1S4 BOC BTNL2 C11orf24 C4orf54 CAMK2D CAPZA2 CASP7 CAV2 CBLN4 CCDC187 CCL1 CCL19 CCL22 CCNJ CD69 CHMP4B COPS5 CYP51A1 DGAT2 DNAJC13 DTX2 DUSP1 DYRK2 EHD1 EIF2S1 ELL2 ENPP4 EPHA4 F10 F2 FAM20B FAM241A FSCN1 GDF11 GGPS1 GMPPB GPHN GSAP GTF2A1 HARS1 HAS1 HBEGF HCLS1 HDC HP HSD17B12 HSH2D HSPA5 ICAM1 IDI1 IFIH1 IFITM10 IL10 IL15RA IL36A ILRUN IRF1 ITGAL JPT1 KAZN KDM6B KLHL4 KPNA4 LACTBL1 LAD1 LARP1 LRCH3 LYSMD1 MAFF MANF MDM2 MIER2 MITF MORC1 MOV10 MS4A7 MSX2 MTFR2 MYO10 NAALAD2 NLRP3 NPPA NR4A3 NUP58 NUPR1 OGFR P2RY14 PCMT1 PDE6B PELI1 PFDN4 PILRB PIM2 PMEPA1 POGZ POLR2C PPP1CB PPP1R15B PRDX5 PRELID3B PSMA2 PSMA3 PSMB8 PSMD1 PSMD14 PTGDS PTPN1 PTPN12 PTPRE RAB20 RAB21 RAB22A RARS1 RASA4 RASGRP1 RCL1 RHBDF2 RHOC RIOX2 RNF114 RNF214 RRP9 RRS1 SAMSN1 SAV1 SCN5A SEC24D SELENOW SERPING1 SFPQ SLC12A4 SLC15A3 SLC20A1 SLC34A3 SLFN13 SMNDC1 SNN SNRPA1 SPATA5L1 SRXN1 SSR3 ST3GAL1 STAP1 STAT1 STXBP1 TAB2 TAPBP TBK1 TCAF2 TENT4A TGM2 TGM5 THBS4 TLK2 TMEM140 TMEM171 TMEM178A TMEM184B TNIP1 TOX4 TPBG TREM1 TRIOBP TSC22D1 TSHZ1 TSPAN3 UBE2A UBE2F UBE2L3 USP12 USP42 UTP18 VANGL1 VASP VNN2 WBP2 XYLT2 YBX3 YTHDF1 ZC3HAV1 ZMAT2 GSE2197_IMMUNOSUPPRESSIVE_DNA_VS_UNTREATEDIN_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2197_IMMUNOSUPPRESSIVE_DNA_VS_UNTREATEDIN_DC_DN ABCB7 ABCC9 ABCD3 ACO1 ACOT11 ACOT4 AKAP1 AKAP8L AKT1S1 ALDH4A1 ALG14 AMMECR1L AP2A1 APOC4 ASB7 ASPM AURKA BORA BRD8 C1orf174 C6orf118 C8orf76 CAPN2 CASC3 CAST CBR3 CBX5 CCN5 CCNA2 CD79B CDK8 CEMIP CENPL CNIH1 CNST CREBZF CTNNBL1 CUL4A DDX11 DHRS13 DNA2 DNAJC12 DTYMK DUSP19 EED EID1 EIF4EBP1 ELF2 ENSG00000267882 ESCO2 ETFRF1 FAM50A FAM98C FCER1A FHL2 FOXD2 FOXD4L1 FZD4 GAB1 GART GAS2L1 GBA2 GCSH GGNBP2 GPAM GPR155 GPR68 GULP1 HAS1 HBP1 HMCES HOXA9 HROB ILKAP ING1 INSR IPO5 IPO7 KCTD15 KDM8 KIF22 KLC1 KLF10 LONRF1 LOX LRP6 LSM14B LTO1 MAP1S MAPK7 MAVS MCTS1 MED11 MED8 MEGF9 METTL5 MIDEAS MKS1 MOAP1 MOGS MRPL49 MTHFD1L MTMR10 MTR MYBPC1 NAGPA NANS NBR1 NCBP2 NDUFAF4 NFYA NHERF2 NHLRC1 NKRF NOB1 NODAL NR2C2AP NTPCR OGFOD1 OPN3 OXLD1 PAF1 PDIK1L PEX10 PHKG2 PIWIL2 PKD1 POGLUT2 POU2F1 PRR14L PRUNE1 PTGIR RAD1 RAD17 RANBP10 RANBP9 RCAN3 REG3G RINL RNF7 SARS1 SBNO1 SEC11A SF3A1 SGSH SH3BP5 SIGMAR1 SIN3A SLC22A3 SLC36A2 SLC37A4 SLC5A12 SMIM11 SPRYD3 SPTLC3 SSNA1 STARD9 STRADB TASP1 TEAD1 TEX10 TFIP11 TGFBRAP1 TIAM2 TIMM9 TIMP2 TIPIN TLCD1 TM6SF1 TMEM120A TMEM131L TNFAIP1 TNNC1 TPRKB TRIB2 TRIM24 TRIM47 TRIM59 TRIM9 TSC22D4 TTC33 UBR5 ULK2 UVSSA VCPKMT WDR3 WDR45 WEE1 WFS1 YBX3 ZC3H12D ZDHHC9 ZNF330 ZNF408 ZNF619 ZNF799 ZSCAN12 ZXDC ZZZ3 GSE2197_IMMUNOSUPPRESSIVE_DNA_VS_UNTREATED_IN_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2197_IMMUNOSUPPRESSIVE_DNA_VS_UNTREATED_IN_DC_UP ACAA1 ADAM17 ADAMTS19 ADHFE1 ANKIB1 ANKRD17 ANPEP ANXA4 ARHGEF37 ARID4A ARID5A ARMCX6 ASCL1 ATF3 B4GALT5 BCL10 BIRC2 BIRC3 BLOC1S6 BTAF1 CASP8 CCDC6 CCDC86 CCND1 CCNJ CEMIP2 CFB CGAS CHIC2 CHRNA5 CLEC4E COCH COG6 COX15 CREB5 CRLF3 CRTAM CSNK1D CSRP1 CUTC DAAM1 DBR1 DCBLD2 DDHD1 DDX24 DNAJA2 DUSP16 EDN1 ENPP4 FAM172A FEZ2 FOXA1 FOXD1 FPR2 FRMD4B GALNT14 GBP7 GLRX GLS GMPPB GNL1 GP5 GPD2 GPR15 GPR182 GPR65 GPRC5D GRAMD2B GSAP GSDMD GTDC1 H3-5 HCAR2 HDAC1 HDC HIVEP3 HMGA1 HMGN3 HRH2 ICAM1 IFI44 IFT22 IL33 IL36G IRAK2 IRF9 JARID2 JUNB KEAP1 LARP1 LPIN2 LTA LY6E MAFK MAP2K1 MBD2 MLKL MOB3C MORF4L1 MROH9 MRPL27 MZF1 NAB1 NAMPT NCK2 NECTIN4 NFIA NIBAN1 NMRK2 NOD1 NONO NSD3 OLR1 P2RY13 P2RY14 PAFAH1B1 PCP4 PCYT1A PDCD10 PDE4B PEX13 PHC2 PI4K2A PIGV PIK3AP1 PLK2 PMVK POLR2C POLR2G PPA1 PPP2R2A PTGS2 PTHLH PTPN2 RAB20 RAB22A RAB9A RARS1 RASA4 RCN2 RGS1 RGS16 RGS2 RHBDF2 RNPEP SAT1 SCHIP1 SEC23B SEC24D SERPING1 SLC12A9 SLC43A1 SLCO3A1 SLFN12 SMOX SNN SOCS3 SOCS7 SPATA5L1 SPSB1 STX12 TAF4B TANK TASL TENT4A TENT5A TEX14 TEX35 TIFA TIMELESS TIMM23 TLK2 TLR3 TLR7 TMED8 TMEM171 TMEM184B TMEM243 TMEM248 TMEM68 TMPO TNFAIP2 TOP3A TRAF1 TRAF2 TRMT1L TSC22D1 TXN TXNDC9 UBR4 UPP1 URGCP USP42 UTP3 WDR43 WDR86 XKR8 YTHDF1 ZFP36 ZYX GSE22025_PROGESTERONE_VS_TGFB1_AND_PROGESTERONE_TREATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22025_PROGESTERONE_VS_TGFB1_AND_PROGESTERONE_TREATED_CD4_TCELL_DN ABAT ABCD2 ABCD3 ACOX2 ADAMDEC1 ADRA1A AMOT ANXA1 ANXA3 AQP2 ARG1 ARHGEF12 ATP6V0A2 ATP6V1H ATRNL1 B4GALT6 BAMBI BCR CASP3 CBFB CCL16 CCNE2 CCT6B CD180 CD47 CDH1 CDH15 CDK2 CERNA1 CFI CGREF1 CHRNB4 CIAPIN1 CLDN5 CLIP3 CLTC CNTRL COX17 CP CREBL2 CRLF1 CSE1L CSF2 CSTB CXCL6 CYP2J2 DLC1 DMD DNAJC8 DNALI1 DPYSL4 DR1 DSC2 DYNC1LI2 DYNLT1 DYRK2 EIF1 EIF2S1 ETFB EVI5 EXT1 F5 FCER2 FLRT1 FMO6P FNDC3A FRMPD4 GATA3 GC GCNT2 GFI1 GGPS1 GK GLYAT GNA15 GNAI1 GNB1 GPD1L GPN1 GPR183 GRB10 GREB1 GTPBP10 H2AC13 HAAO HAX1 HGFAC HOXC5 HPCAL1 HSP90AA1 HUWE1 IER2 IGFBP7 IL10RA IL15RA IL1RAP IL24 IMPA1 IMPDH1 ITGAM KCNA6 KCNJ6 KCTD12 KIAA0040 KLRA1P KRT20 LCP2 LCT LMAN1 LRP2 LTA4H LY86 MAGEA8 MANF MAP3K14 MATK MELK MISP MKI67 MKRN1 MPDZ MPHOSPH6 MT1B MT1F NAMPT NCALD NCL NCLN NFATC3 NFKBIE NSL1 NXPH4 OR2H2 PCDH8 PCLAF PDZK1IP1 PEX12 PI15 PLA2G4C PLAU PLCL2 PLPP1 PPP1R16B PPY PRELP PSD4 PTGDR2 PTGER2 RAB5A RANBP2 REEP5 RENBP REST RHOBTB1 RPL23AP53 RPL36AL RRAGD RRS1 RSAD2 RTF1 RWDD2A S100P SELL SERPINB1 SERPINE1 SLC16A4 SLC17A3 SLC17A7 SLC1A3 SLC31A2 SLC39A8 SMAD2 SNRPG SNX7 SPINT2 SRSF5 ST6GAL1 STAU2 TCP11L1 TFAP2C TIAM1 TIMP2 TLR3 TNFRSF10D TNFSF11 TP53BP2 TRAM2 TRAPPC8 TRPV6 TTC28 UBB UFD1 USP2 VTN XCL2 YWHAH YWHAQ ZNF135 GSE22025_PROGESTERONE_VS_TGFB1_AND_PROGESTERONE_TREATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22025_PROGESTERONE_VS_TGFB1_AND_PROGESTERONE_TREATED_CD4_TCELL_UP ABCB1 ABCB7 ACSL1 ACSL4 ACVR1 ADARB1 ADGRE5 ADGRG6 ADO AFF1 AHR AKAP1 ATF3 ATG14 ATP5PB ATP8A1 ATRX BASP1 BLMH BTG3 CAMTA2 CCL20 CCT6B CD58 CD6 CD83 CDK17 CDR2 CENPE CEP104 CEP170 COL6A3 CPD CPNE3 CPOX CSNK1D CSRNP2 CTSL CYP51A1 DDX17 DDX52 DENND4B DIXDC1 DMTF1 DUSP14 DYRK2 DYRK3 EED EFNA1 EIF2S2 EN2 EP400 FABP5 FICD FMR1 FOXO1 FUT4 GABARAPL1 GALNT1 GEM GEMIN4 GGPS1 GLT8D1 GNG5 GOLGA8A GRK5 GSTO1 H2AZ2 HBEGF HCP5 HLTF HMGB1 HMGXB4 IER2 IFIT3 IFNGR1 IFT27 IL1RL1 IL23A INPP5F IPO7 IQCB1 JUN KCTD12 KHDC4 KLF10 LCP2 MACF1 MAP3K8 MAPKAPK5 MED13L MED7 MFN2 MINPP1 MMD MMP10 MPDZ MSL3 MTMR1 MYD88 MYL12B NDUFB6 NDUFS4 NEK4 NFIA NFKBIE NINL NPAS2 NPEPPS NR3C1 NR4A2 NUP42 OSER1 OXA1L PDE1A PDGFA PGGT1B PKD2 PLA2R1 PLAGL1 PLP2 PLS3 PPIL2 PPP2R2B PPT1 PRPF19 PSG1 PTK2 PUM1 RAB5A RANBP2 RASGRP1 RBM19 RBM25 RBPJ RCHY1 RCN2 REL RFK RFTN1 RGS16 RNASE2 RP2 RPL17 RPL23AP53 RPL37A RPP38 RPS16 RPS25 RPS27A RRAGA S100A11 SELENOF SEPTIN2 SLAMF1 SLC16A4 SLC31A1 SLC35B1 SLC5A3 SLK SMAD7 SNW1 SPARCL1 SPAST SPON1 SRP9 SRSF9 STK25 STK38L STXBP3 SUGP2 SUSD6 TAF9 TES TGIF1 TIAM1 TMEM268 TNFRSF9 TNFSF11 TOPBP1 TSC22D2 UBAC1 UBE3A UNC50 USP34 UTP25 VDAC3 VEGFD WDHD1 YY1 ZC3H13 ZEB2 ZNF135 ZNF140 ZNF143 ZNF165 ZNF292 ZNF473 ZNF84 GSE22025_TGFB1_VS_TGFB1_AND_PROGESTERONE_TREATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22025_TGFB1_VS_TGFB1_AND_PROGESTERONE_TREATED_CD4_TCELL_DN ABCC3 ACSL1 ACTG1 ADAM19 ADCY8 ADRA1B AGPAT1 ARHGEF1 ATF3 ATP1B1 BASP1 BMPR2 BRDT BST1 C1QL1 C8G CA7 CABIN1 CALML3 CAMSAP2 CCL20 CD44 CD6 CD79A CDC25C CDK17 CDK5R2 CDSN CEACAM6 CEBPG CENPF CHERP CKMT2 CLDN3 COL4A1 COL6A1 COL6A3 CRISP2 CTRC CTSL CXCR5 DCBLD2 DENND3 DIAPH2 DKFZP434A062 DNAJC6 DSCR4 DSG1 DYRK3 DZIP1 EIF3A EIF3B ELANE ENO2 EYA1 FAM32A FCGR3B FGFR4 FGG FLII FMOD FURIN GATA6 GEM GJA5 GJC1 GNB2 GNMT GOT2 GPM6A GPX4 GRIK2 GSTO1 GYS1 H2AX HBEGF HLTF HMG20B HOXA1 HOXA4 HS2ST1 HSPA12A HTR2C HYAL1 IAPP ID3 IDS IGFBP4 IL6 IRS4 IRX5 ITGA1 JUN KCNC3 KRT35 LAPTM4B LAPTM5 LEFTY1 LIF MAP2K3 MAP3K13 MARCHF3 MAST1 MCF2 MINPP1 MISP MKNK1 MLH1 MLLT3 MMP12 MPZL1 MUC5AC NCOR2 NDP NECTIN3 NEFM NGF NID2 NINL NMB NPY2R NR0B1 NR4A2 NR5A2 ONECUT2 OPCML OR2H1 OSBPL8 PAIP2B PAMR1 PCDH7 PCDHGA12 PCYT1B PDHA2 PDXK PGAP4 PHLPP2 PICK1 PKD1 PLCB1 PLP2 POMC PPIP5K1 PPM1B PRDX1 PTPN22 RAD50 RBM14 REEP2 REG1CP REL RGS16 RPH3A RPL38 RREB1 RRP12 SAA4 SEMA6C SGCG SHOX2 SLAMF1 SLC10A3 SLC16A1 SLC22A14 SLC6A12 SMURF1 SOCS7 SOX4 SPARC SPDEF SPINK5 SPINT3 ST3GAL1 STK38L SUSD6 SZT2 TBX1 TESK1 TGFB1 THBS2 TNFRSF25 TNFSF11 TNFSF14 TNK2 TP53I11 TPBG TRIM15 TUBA4A UAP1 UBE2K UBTF VAV1 VGLL4 WDR1 WNT1 WWC1 ZIC1 ZNF460 ZW10 GSE22025_TGFB1_VS_TGFB1_AND_PROGESTERONE_TREATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22025_TGFB1_VS_TGFB1_AND_PROGESTERONE_TREATED_CD4_TCELL_UP ABO ACTG1 ADGRE5 AGPAT1 AHDC1 AP1S1 APOBEC3B ARHGAP19 BCL7A BMP2K BST1 BST2 BTBD8 CACNG1 CCDC28A CCL20 CD27 CD6 CD84 CD9 CEL CENPS CKMT2 CNTN1 COL6A1 COL6A3 COX7A1 CREBZF CSN2 CTDSPL CTRL CXADR CXCL2 CYP27A1 CYRIA DCBLD2 DHRS3 DLEU2 ECM1 EDNRB EGF ENDOU EPHA4 EPHB6 EPRS1 ERN1 ESYT1 FAM172A FAM3C FAM76A FCGBP FDX1 FETUB FGG FLNB FN1 GATA6 GBP2 GJC1 GLS GMPR GNG7 GNMT GPR182 GRIK2 GRK3 HBP1 HCAR3 HLA-DRB6 HLTF HMHB1 HOXA1 ID3 IDS IGF1 IGFBP4 IL11 IL16 ING1 INSL4 IPCEF1 IRF1 ISG20 ITGA1 ITGA5 ITGA9 IVL JAK2 KDM7A KIF1A LAMA5 LAPTM4B LAPTM5 LCN1 LIPT1 LPAR4 LTBP4 LY9 LYPD3 MAN2B2 MARCHF2 MDFIC MED22 MINPP1 MSC MYO10 MYOD1 NDST1 NOS1 NPPB NR4A2 OLIG2 OVOL3 P2RX7 PAFAH1B1 PART1 PASK PCDH7 PCSK1 PCYT1B PDE3B PDE8A PDZRN3 PFKM PGAP1 PICK1 PIGL PIR PLD3 PLEK PLP2 PLS3 POLD3 POMC POU2AF1 POU2F2 PPFIA4 PRKAB1 PRKD2 PRM1 PRPH PSMB8 PTCRA PTK2B PTPN14 PTTG1 PUM2 RAB29 RALGAPB RBM5 RDH11 RDH5 REEP2 RFX5 RGS16 RLN2 RORB RPL39 SAMHD1 SERPINB8 SGSM3 SH3GLB1 SLC10A3 SLC11A1 SLC22A5 SLC9A1 SNAP25 SNHG3 SPART SPECC1L SPOCK2 STK25 STK38L SYT11 TACSTD2 TBXA2R TGFB1 THBS2 THSD7A TLE4 TMOD1 TNFRSF10C TNK2 TP53I11 TPBG TRAPPC3 TRIP6 UGP2 VCAN VOPP1 VWA5A WBP1L WWC1 XRCC2 ZCCHC24 ZNF318 ZNF529 ZP2 ZW10 GSE22025_UNTREATED_VS_PROGESTERONE_TREATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22025_UNTREATED_VS_PROGESTERONE_TREATED_CD4_TCELL_DN ABCD3 ABLIM3 ABRAXAS2 ACSL1 ADAM19 ADH7 ALG13 ANXA1 ARID3A ASB1 ASF1A ATF5 ATP2B4 ATP5MJ ATP6V0A2 ATP6V1H AXIN1 BASP1 BATF BCL2A1 BICD2 BMPR2 BRINP1 CALM2 CBFB CCT3 CD101 CD47 CD58 CD8A CDC45 CHERP CHRNB4 CHST10 CLIC1 CLNS1A COX17 CREBL2 CSE1L CSTB CSTF2T CTDP1 CTSL CYP2C8 DAP3 DDB1 DDX39A DIXDC1 DLC1 DR1 DYNLT1 DYRK2 DYRK3 EFNA1 EIF2S1 EIF4E EIF4EBP2 ELL2 ENPP1 ETFB EVI5 F5 FBXL4 FCER1A FICD FNDC3A FURIN FUT4 GADD45G GCN1 GFI1 GGPS1 GIT2 GNA15 GNAI1 GNAQ GOT2 GPN1 GPR183 GPX4 GRB10 GRM5 GSPT1 H1-4 H2AC13 H3-3B HBEGF HESX1 HSP90AA1 HSPE1 IER2 IFNA1 IGFBP2 IGSF3 IL10RA IL1RAP INSIG1 JUN KXD1 LAPTM4B LHFPL2 LRP2 LTA4H LY86 LYPLA1 MATK MINDY2 MINPP1 MLX MMP20 MROH7 MYD88 NCLN NDUFS8 NECTIN3 NFATC3 NQO1 OPRD1 OXCT1 PAK5 PCYT1A PDXK PHLPP2 PI4KB PITRM1 PLCL2 PLP2 POLD2 PPP1R16B PPP2R2B PRRC2B PRRC2C PTGER2 PTP4A1 RAB5A RANBP2 RBM39 RGS16 RGS6 RPL31 RPL36A RPL36AL RPL39L RPL9 RPP14 RPS23 RRAGD RRP12 RRS1 RSAD2 S100A11 S100P S1PR1 SCG2 SCGB1D2 SEC62 SELL SERPINB10 SLA SLC16A4 SLC17A3 SLC39A8 SLC6A3 SLC7A5 SMAD7 SOCS1 SOSTDC1 SPINT2 SREK1 SRP54 SRSF1 ST8SIA1 STARD13 STMN2 SUSD6 TAF1B TARS1 TFAM TIAM1 TIMP2 TMCO1 TMPRSS11D TNFSF11 TP53BP2 TUBA4A TUBB4B TUSC3 UAP1 UBB UFD1 WASF2 XCL1 XCL2 YES1 YWHAH YWHAQ ZCCHC14 ZER1 ZNF391 ZPR1 GSE22025_UNTREATED_VS_PROGESTERONE_TREATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22025_UNTREATED_VS_PROGESTERONE_TREATED_CD4_TCELL_UP ABO ADAM18 ADCY6 ADGRE5 ADH5 ADPRH AFF3 AHDC1 ALDOC ANK2 ANKRD46 ANXA10 AP1S1 APOBEC3B APOM ARHGEF5 ASGR1 ASGR2 ATG5 ATP6V1C1 BARX2 BCAT2 BSN BST1 BST2 BTN2A1 CALCA CAMK1G CAPN9 CARD8 CBARP CCDC28A CCL2 CCND1 CD163 CD27 CD84 CDC14B CDC25A CDC42EP1 CDH13 CENPC CLEC2B COPS5 COX20 CREBZF CRHR1 CST3 CYB561 CYP2D6 CYRIA DCT DGCR6L DNAH3 DOLPP1 DZIP3 ECM1 ENDOU ENSG00000291006 EPHB2 ERAP1 ESYT1 FAM76A FAP FBXL7 FMO5 FOXA1 FOXJ1 FRMPD1 FRZB GABBR1 GBP2 GBX1 GLI1 GRIN2B GSTA2 GTF2B HIF1A HLA-DMB HMHB1 HNRNPA1 HSDL2 HSPA1L HSPB1 ID3 IFI16 IFIH1 IFNA8 IL23A INPP5B INSL4 IPCEF1 IRF1 ISG15 ISG20 ITGB7 ITIH3 JAK2 KRT20 KRT85 KRTAP5-9 LAMA5 LCE2B LORICRIN LRP4 LRRTM2 LSM6 LY9 LYST MAP3K10 MAPK10 MARCHF2 MDFIC MDM2 MED22 MOXD1 MSC MTCL1 MUC7 MYO10 N4BP2L2-IT2 NCAM2 NDUFB8 NDUFV2 NEDD4 NELL1 NLRP1 NPR3 PADI2 PAM PAPSS2 PARM1 PART1 PDE4DIP PDE8A PDK2 PEX3 PGAP1 PHACTR1 PHACTR2 PHTF1 PIGA PIM2 PLA2G1B PLCG1 PLD3 PLEKHB1 POU2AF1 POU2F2 PRIM1 PRKD2 PRM1 PRPH PSMB8 PTHLH PTK2B PTTG1 RAB11FIP5 RAB29 RAD51C RBP1 RS1 SCGB1A1 SCGN SCN5A SERPINB2 SERPINB8 SLC12A4 SLC27A2 SOGA1 SPOCK2 SSTR5 ST20 SUMO3 TCEAL4 TGFB3 THRB TK1 TMEM106C TMOD1 TRAPPC3 TRPC2 TRPV6 TUBB2B UBE2J1 UCN UPK1B USP11 USP24 UTF1 VAMP3 VWA5A WFDC2 WFS1 WIF1 XAF1 ZBTB1 ZFP69B GSE22025_UNTREATED_VS_TGFB1_AND_PROGESTERONE_TREATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22025_UNTREATED_VS_TGFB1_AND_PROGESTERONE_TREATED_CD4_TCELL_DN ABCA12 ACBD3 ACTN3 ADCY6 ADH6 AIM2 ALOX12P2 ANGPT1 ANXA1 ANXA10 ARHGEF12 ARPC1A ASIP ATF5 ATP1A3 ATP1B2 ATP8A2 BAIAP3 BAMBI BST2 BTN2A1 C1S C7 CACNA1C CAMK1G CARD8 CASQ2 CCL18 CCND1 CCT6B CD302 CDC14B CDC25A CDH19 CEACAM7 CHAF1B CNTFR CORO2A COX20 CPA1 CRISP3 CTSF CYBB DDAH1 DDX6 DNAAF9 DNAH9 DYNLT1 EFNA3 EFNB3 EIF2S1 ELF2 EPO ERAP1 ESM1 F8 FEN1 FGB FNDC3A FOLR3 FOXJ1 FRMPD1 FRMPD4 FRZB FUT3 GABRB3 GBP2 GCSH GDF15 GGPS1 GK GLI1 GLYAT GPR15 GPR31 GRM7 GSTA4 GTF2A1 GTF2IRD2 GUCY1B1 H2AC13 HAL HAX1 HDAC9 HGFAC HLA-DMB HOXC4 HSPA4L IRF1 IRF5 ISG15 ITCH ITGB1BP1 KCNA6 KCNJ13 KIF2A KPNA1 KRT20 KRT34 KRTAP5-9 L1CAM LCE2B LILRB4 LINC00837 LIPC LPCAT3 LSM6 LTA4H MAF MAGEA8 MAOB MAPK4 MED22 MELK MELTF METTL18 MRC1 MUC7 MYO1B NAMPT NCKAP1 NCR2 NDUFS1 NDUFV2 NEUROD2 NFATC3 NFKBIE NR1I2 NRXN3 OLFM1 OVOL1 PART1 PCNA PCSK6 PDE4A PDE8A PHACTR1 PHOX2B PI15 PLA2G1B PLA2G5 PLD3 PLK1 POLB POU1F1 PPFIA2 PPP1CB PRAMEF12 PRKN PRRX1 PTGER2 RAB11FIP5 RAD52 RANBP6 RBBP8 RBP3 REST RGS12 RPGRIP1 RS1 RSBN1 RUFY3 RUNX2 SAPCD1 SERPINB2 SERPINB5 SIGLEC6 SIRPB1 SLC17A2 SLC22A2 SLC2A5 SLC5A5 SLCO1B1 SPINK2 SPINK4 SPTLC1 SRY ST20 TACR3 TADA3 TFF3 TGFB3 THBS1 TNNT2 TP53BP2 TPD52L2 TRIM16 TRPC2 TRPV6 TTLL12 UBE2V2 USP34 VPS41 VSTM4 XCL2 ZNF250 ZNF253 GSE22025_UNTREATED_VS_TGFB1_AND_PROGESTERONE_TREATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22025_UNTREATED_VS_TGFB1_AND_PROGESTERONE_TREATED_CD4_TCELL_UP ACTC1 AGER AGPAT1 AHDC1 ALOX15B ANXA3 APOBEC1 APOC1 APOF AQP7 ARAP1 ATP2A3 ATP2B4 ATP7B B3GALT2 BMP10 BRF1 CALCOCO1 CAND2 CASP2 CASP9 CCDC181 CCN1 CDH22 CDK3 CDKN1C CELA2A CETP CHRD CHRNA1 CLBA1 CLCNKA COL2A1 CPEB3 CPM CPQ CRACDL CRYAB CRYBB3 CTNND1 CTNND2 CUX1 CXCL12 CXCL2 CYP11B2 CYP27A1 CYP2B7P CYTH1 DAPK3 DDAH2 DDN DGKQ DIAPH2 DMP1 DNA2 DNM3 ECM2 EIF5AL1 EPCAM EPHA3 ERN1 ESRRA ETV5 EXOC6B EXPH5 FAM50B FAM8A1 FCGR3A FETUB FGL1 FOXA1 FOXI1 FOXO4 FRMPD1 GAB2 GABBR1 GABRP GATA6 GBX2 GCAT GCK GJB1 GJC1 GNAZ GP9 GPA33 GPR135 GRK3 GSTM3 GSTM5 H2AC8 HLX HTT IFI30 IGF1 INSL4 IP6K1 KAT8 KCNG1 KCNJ12 KHDRBS2 KLC1 KRT8 LAMA5 LINC00837 LRP4 LSS MAP3K9 MDM2 MEOX2 MGAT5 MSTN MYH6 N4BP2L2-IT2 NAA80 NACC2 NAGLU NCAM2 NCF2 NEBL NEUROD2 NID1 NMBR NPAS3 OGG1 OIP5 PAGE1 PAPSS2 PCDH1 PCDHA13 PCSK1 PDE3B PDLIM4 PHACTR1 PINLYP PLEKHA6 PPARA PPIC PPP1R12B PPT2 PRF1 PRKAA2 PRKACG PRKD2 PTGER2 PTK7 PTPN14 RAB11B RAB35 RAB4B RALGPS1 RASL10A RFC5 RHBDF1 RLBP1 RNASEH2A RNF24 ROBO1 RPS6KA1 S100A1 SALL1 SCN5A SELENOW SERPINA7 SIX6 SLC12A5 SLC19A1 SLC2A5 SLC6A4 SLC8A2 SLC9A7 SLCO1A2 SMCP SPAM1 SRD5A2 STC1 STK19 SYT11 TACSTD2 TBX6 TCEAL4 TCTA THBS2 TIMELESS TKTL1 TMOD1 TNFSF9 TNNC2 TPM1 TSC2 TTLL4 TTPA TULP2 TWF2 VCAN VIPR2 WASF2 YJU2 ZNF8 ZNF80 GSE22025_UNTREATED_VS_TGFB1_TREATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22025_UNTREATED_VS_TGFB1_TREATED_CD4_TCELL_DN ACACB ACHE ADGRE5 AFDN AFF3 AGAP1 AGPAT1 ANPEP ANXA6 ANXA9 AP2A2 APOBEC3B ARHGEF5 ASTN2 ATF6B ATP8B1 B3GNTL1 BIRC5 BST2 BTBD8 CACNG1 CAMP CCDC9 CCL2 CCN5 CD27 CD72 CDC14B CDC42EP1 CDH22 CDH8 CEL CELA2A CEMIP CMA1 COX20 CPS1 CREBZF CTNNAL1 CUX1 CXCL2 CYP21A2 CYP3A5 DBP DDN DHRS3 DLK1 DNA2 DNAH3 DOC2B DSCR4 EDNRB EGF EMID1 EML2 EPHB6 EPN2 EPS8 ESYT1 FAM172A FAM53B FETUB FGFBP1 FPGT GATA2 GBP2 GLI1 GPA33 GPR20 GRK3 GSTA2 GUCA1B GZMH HAS1 HCN2 HLA-DMA HMCES HMHB1 HOXC11 HOXD13 HTR1B ICOSLG ID3 IGSF9B INHBA IQCE IRF9 ITGA9 ITGAX ITGB7 JAK2 KCNJ10 KCNJ9 KIF1C KIR3DL1 KLKB1 KRT33A KRT83 KRTAP5-9 LAIR1 LIPE LPAR2 LPAR4 LY9 MAGEC1 MAP2 MARCHF2 MDFIC METTL3 MLF1 MMP19 MT4 MTCL1 MTERF1 MYO10 NAGLU NAT8 NDN NDUFB8 NELL1 NEUROD2 NHLH1 NLRP1 NPAS3 NPY5R NTSR1 OR5I1 OVOL3 PAFAH2 PART1 PBX2 PCBD1 PCOLCE PHACTR1 PIR PLEKHA6 PML POU2AF1 PRCP PRELID3A PRKD2 PRSS53 PSMB8 PTGER1 PTK2B PTPRU RAD51C RANBP6 RBBP5 RCAN2 REEP2 RGS12 RING1 RLBP1 RND1 SAMD14 SCN5A SCNN1A SCNN1G SEMA4F SERPINB2 SGSM3 SLC12A4 SLC27A2 SLC6A6 SLC9A7 SMCP SNUPN SOAT2 SOD3 SPA17 SPATA2L SPOCK1 SPOCK2 ST3GAL1 ST3GAL2 STC1 STK35 SYN1 TCTA TFF3 TGOLN2 THRA TIMELESS TLR6 TMOD1 TPST2 TTLL4 TTN UTF1 VIP WDR77 ZCCHC24 ZFP69B ZNF133 ZNF177 ZNF75D ZNF80 ZWINT GSE22025_UNTREATED_VS_TGFB1_TREATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22025_UNTREATED_VS_TGFB1_TREATED_CD4_TCELL_UP ABCC2 ABCD3 ACSL1 ADAM19 ADCY8 AGT AMIGO2 AMPD2 ANK1 ANXA1 ANXA11 APOE ARHGEF15 ARSD ASB1 ATF3 ATF5 ATG4A ATP2B4 ATP6V0A2 ATP6V1H BASP1 BMPR2 C1orf216 CACNA1D CBFB CBY1 CCNB2 CCT6B CD47 CDK17 CELSR3 CENPE CHERP CLDN5 COL4A1 COL4A3 COL9A2 CRAT CSTB CTSL CYP2C8 DDO DDX39A DIAPH2 DIXDC1 DLC1 DPP6 DSCR4 DYNLT1 DYRK2 DYRK3 ECPAS EIF2S1 ENO2 ENPP1 EPAS1 ETFB EXT1 F5 FADS2 FARP1 FER FMOD FNDC3A FURIN FUT8 FZD7 GABRA1 GADD45G GATB GFI1 GJA5 GNA15 GNAI1 GNGT1 GOT2 GPD1L GPR183 GPRC5A GPX4 GRB10 GRK4 GRM5 GRPEL1 GTPBP10 HBEGF HCN4 HGFAC IER2 IGSF3 IL10RA IL1RAP INSIG1 ITGAM JUN KCNA6 KCNJ2 KCTD17 KIAA0087 LAPTM4B LCOR LTA4H LY86 MAN2A2 MAP3K8 MATK MET MISP MLH1 MPP1 MTERF1 MTNR1B MYBPC1 NBAS NDUFA2 NFATC3 NFKBIE NID2 NINL NPAS2 OR2H2 OXCT1 PBX3 PCDHA9 PDHA2 PGM3 PHLPP2 PIN1 PITRM1 PKIA PLCL2 POMC PPP1R10 PPP1R12A PPP1R16B PPP6R1 RAB5A RARS1 RBM14 RGS16 RNASE2 RNF113A RPL23AP53 RPP14 RRAGD RRP12 RSAD2 S100P SCGB1D2 SCN8A SEL1L3 SELL SERPINE1 SFT2D2 SH2D2A SLA SLC16A4 SLC17A3 SLC22A14 SLC39A8 SLC3A2 SLC4A2 SLC6A3 SLC7A5 SLC7A8 SMAD2 SNRPG SOCS1 SOX10 SPINK5 SPINT2 SREBF2 ST6GAL1 STARD13 STK38L SUSD6 TAC1 TEX30 TFAM TIAM1 TIMP2 TMPRSS11D TMPRSS6 TNFSF11 TOP2A TP53BP2 TP53I11 TUBA4A TUBB4B UFD1 ULK1 UPK1A UQCRQ VWF WDHD1 XCL2 YWHAH ZPR1 GSE22033_UNTREATED_VS_MRL24_TREATED_MEF_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22033_UNTREATED_VS_MRL24_TREATED_MEF_DN ACTL8 AFDN-DT AFF4 AFTPH AGFG1 AIM2 AKAP12 AKAP8 AMMECR1 ANKRD7 AP2B1 APLP2 ARAP3 ATN1 AUTS2 BCL2L11 BEX1 BMAL2 BTG2 BTG3 C5AR1 CAPN2 CASS4 CCL5 CD68 CDV3 CEP135 CFB CFLAR CHMP6 CHRD CMC2 CMKLR1 CNTRL COBL CSNK1G1 CST7 CTBP2 CTBS CTNNA1 CTSH CTSV CTTN CUX1 DCP1A DCTN5 DHCR7 DLEU2 DNTTIP2 DUOX2 ECD EIF4E EIF6 EML4 EOLA2 EPHB4 EPS8L1 ETNK1 FAM83E FASTKD2 FBRS FFAR3 G3BP2 GALNS GALNT12 GALNT6 GATA4 GATA6 GDAP1 GHITM GNG5 GNL1 GPR52 GRIN1 HAT1 HOXA1 HPGD HSPA9 IER5 IFIH1 IL13RA2 IRF4 ITGB1 JUNB KCNC4 KCNK10 KIAA0753 KIF25 KRT83 KRT85 LEPROT LGALS8 LITAF LMTK2 LONP2 LRRC49 LRRFIP2 MAD1L1 MAMLD1 MCOLN1 MDM2 MICALL2 MUC1 MYH9 NEBL NFKB1 NKAIN1 NOL3 NOTCH1 NPC1 NR3C1 NRP2 OFD1 PCDHB1 PCNT PDLIM3 PFKFB3 PHF14 PHF2 PKNOX2 PLSCR2 PPFIA2 PPFIBP1 PPIF PPME1 PPP1R10 PRKCI PRR16 PSG7 RAB1A RAB22A RAB2A RAB8B RAPGEF1 RAPGEF6 RB1CC1 REN REPS2 RFPL3S RGS17 RHEB RHOBTB3 RHOH RNF10 RTF2 RUBCN SAMD9 SATB2 SEC23B SEMA3F SEMA6A SERPINB1 SF1 SFTPA2 SH2B3 SH3BP5 SLC25A32 SLC3A2 SMURF2 SNED1 SNRK SOD3 SOX13 SRSF5 ST3GAL5 STAT3 STK38L SUPT6H SYP TASOR TBXAS1 TET3 TFG TM4SF1 TMEM43 TMEM87A TNFRSF1B TNFRSF4 TNNC2 TOPORS TOR1B TP53BP2 TPM4 TRIM21 TSPOAP1 TSPYL1 TUG1 UBE2W UBE2Z UBE3A USP11 USP16 USP9X ZNF140 ZNF143 ZNF189 ZNF202 GSE22033_UNTREATED_VS_MRL24_TREATED_MEF_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22033_UNTREATED_VS_MRL24_TREATED_MEF_UP ACSBG1 AGFG2 AHSA1 ALDH5A1 ANP32A AP1S1 APOO ARMC8 ARNT2 ASIC1 ATIC ATP5MC1 ATP5MC3 ATP7A BCL2L1 BICD2 BIRC5 BIRC7 BLCAP C1orf216 C2CD2 C2CD2L C3AR1 CAMK2G CAMK2N1 CARD9 CBX4 CCDC51 CCNB2 CD33 CDC42BPB CDCA8 CENPA CERS2 CHMP1A CHST11 CIAO1 COA3 CPA3 CSTPP1 CTPS2 CYB5B CYP4F2 DCP2 DCTPP1 DDX19A DEAF1 DHCR24 DIABLO DLST DNAL4 DSN1 E2F3 EIF2B1 EIF5A ELK4 EMILIN1 ESRRA EYA4 FAHD2A FAM136A FAM216A FARS2 FBP1 FBXO24 FGD1 FGF21 FHL3 FKBPL FNBP1 FRMD1 GAS2L1 GFI1 GGCT GGCX GGPS1 GNB2 GPD1L GRK5 H2BC12 H6PD HAGH HDAC2 HDDC2 HIBCH HMMR HSD17B4 IARS2 IKZF1 IL21R IQSEC2 ITPA JUP KAZN KDM1A KIF11 KIR2DL3 KIR2DS2 LAMC3 LARS1 LMO2 MAGEH1 MAPK14 MAPKAPK3 MBL1P MCM7 MCUR1 MLF2 MMP2 MRPL17 MRPL24 MRPL35 MTCH2 MTFR1 MTMR4 MYBL1 MYCN MZT2B NFE2 NHP2 NLE1 NOL9 PACSIN2 PCTP PIAS3 PINLYP PKP4 PMM1 POLR2E PPFIA3 PPP2R5D PRCC PRKAB1 PRMT1 PRPF19 PRPH PSMB1 PSMF1 PSTPIP2 PTER PUS1 PYCR1 RAB11A RAD54L RBM38 RFX5 RFX7 RHOT1 RIOX1 RNF187 RPL26L1 RSAD1 RXRG S1PR5 SCAI SCPEP1 SECISBP2 SEPTIN8 SERTAD3 SETD6 SLBP SLC18A2 SLC25A22 SNHG20 SNRNP25 SNX5 SPINK4 SRF SRPRB SSBP3 ST3GAL4 ST3GAL5 STARD7 STK39 STOML2 STRADA STX8 SUCLG1 SYMPK SYNE1 SYNJ2BP TIMM13 TIMM8B TIMP3 TK2 TKT TMEM39B TPX2 TRAF3IP2 TRAF4 TRAPPC2 TRIAP1 TTC26 UBE4B UQCRFS1 VDAC3 ZHX3 ZNF106 ZNF177 ZNF768 GSE22033_UNTREATED_VS_ROSIGLITAZONE_TREATED_MEF_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22033_UNTREATED_VS_ROSIGLITAZONE_TREATED_MEF_DN ABCC10 ADIPOR2 ALOX15B ANKS1B AP1G2 ARAP3 ARHGEF7 ARID5B ASAP1 ATF6 ATG7 ATP13A3 ATXN1 AVIL BCL2A1 BCL2L11 BIRC3 BTBD7 BTG1 C3 CALCOCO1 CASP5 CAV1 CBFB CCNA1 CCND1 CD72 CDK11A CEACAM1 CEBPB CES2 CHD1 CHGA CHSY1 CLCN3 CLCN5 CLDN14 COQ7 CPM CRHR1 CRIP2 CRNKL1 CRYBB2P1 CST7 CTC1 CTNNA1 CTSF CTSH CTSV CUX1 CWF19L1 DDT DESI1 DGKB DHRS9 DKK2 DSTYK DUSP10 ECM2 EDEM3 EGR4 ELMO3 ELOVL4 EMP1 EOLA2 ERP44 ETS2 FAM13B FHL2 FLJ13224 GABRA3 GABRB3 GALNT1 GIPR GLS GOLGA8A GPR107 GPR22 GPR65 HGSNAT HILPDA HMG20B IFI35 IFI44 IFIT2 IL13RA2 IL6ST IRF4 IRX4 KCNK5 KDM6A KIF13B LAX1 LIF LINC00623 LPIN2 MALT1 MAN1A1 MAP4K3 MAPK1IP1L MAT2A MATK MCOLN1 MDFI MDM2 MELTF MERTK MFSD6 MIR622 MMRN2 MTCL1 MYC MYO1E NABP1 NCSTN NFKB2 NFKBIA NGDN NOL3 NR1H2 NXF1 OSBPL2 OSGIN1 OTUB1 PANX1 PDK3 PEAK1 PER2 PIK3C2B PIP5K1B PITPNA PLD1 PLEKHM1 PLPP2 PMEPA1 PMM2 POLR1F PPP1R13L PPP4R3A PRODH2 PTK2B PTP4A1 RAB23 RBM5 RBMS2 REN RESF1 RFTN1 RIGI RRP12 SAR1A SCG2 SCHIP1 SDAD1 SELENOT SEMA6A SEPTIN6 SH3GLB1 SIDT2 SIK3 SLC12A6 SLC16A6 SLC17A9 SLC23A2 SLC25A32 SLC7A10 SOS1 SPEN STAT2 STK38L STX18 SULT4A1 TARP TBXAS1 TENT5A TFE3 TFG TFRC THADA TMCO1 TMEM43 TNFAIP3 TNIK TNNC2 TPBG TRIM49 TSPYL2 TWF1 UBE2Z USP4 WDR19 WDR45 YIPF3 ZBTB10 ZNF23 ZNF274 ZNF292 ZNF80 ZSWIM8 GSE22033_UNTREATED_VS_ROSIGLITAZONE_TREATED_MEF_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22033_UNTREATED_VS_ROSIGLITAZONE_TREATED_MEF_UP ACTL6A ADCY7 ADK ALDH18A1 ALG6 ANAPC13 AP5S1 APEX2 ARFIP1 ARG2 ARHGAP33 ARHGEF3 ASB1 ASH2L ATP5MC2 BCKDHA BLVRA BMAL1 C17orf80 C3AR1 C6orf47 CAD CARD9 CASKIN2 CBX5 CCNB2 CD72 CEBPA CENPJ CEP68 CEP76 CKS2 CLCN7 CLPB CLPP CMAS CNOT8 COA7 COPS7B COQ4 CORO1A COX7A2 CREBZF CSRP1 CYP2E1 DCP2 DDX49 DDX54 DIO2 DOK3 DPM3 DSTYK DTWD1 DTYMK DUS4L EFCAB11 ELOB ENTPD3 ERMAP ERP29 ESD FAM162A FAM200C FAM89B FAN1 FHL1 FN3KRP GDE1 GIMAP5 GIT2 GOT2 GTF3A HARS2 HDHD5 HNRNPF HNRNPM HOXB13 HPS4 HS1BP3 HSPA1L HTRA2 IL10RB INPP5B INTS5 KIF1C KLHL35 KRAS LARS1 LAS1L LAX1 LMO2 LPIN2 LSM1 LSM4 MAPK12 MCM3 MGMT MICALL1 MOB4 MPHOSPH10 MPST MRFAP1L1 MRPL46 MRTFB MTERF1 NACA NDUFA8 NEIL3 NEK9 NFE2L3 NFKBIE NHEJ1 NHP2 NOL12 NSFL1C NUP37 OLA1 OR1D2 ORC4 PACSIN2 PCYOX1L PDCD5 PDK2 PELP1 PEX1 PGRMC2 PHF20 PIK3C2B PLIN3 PPM1D PRCC PRIM1 PRPF19 PSMG2 RAB11A RAB5IF RBFA RBM26 RNF146 RNF31 RNF4 RNF7 RPL18 RPL26L1 RPS6KB1 RRM1 RUVBL2 SACM1L SCAMP1 SEC22A SET SH3PXD2A SIGMAR1 SLC13A3 SLC27A5 SLC35A1 SLC66A2 SMG9 SMIM7 SNRPG SNRPN SSR1 STAM STN1 SUPT20H TARS2 TBCA TCEAL9 TFR2 TIMELESS TIMM17A TJP2 TK1 TMED2 TMEM109 TMEM63A TMEM80 TNRC6B TOMM34 TP53 TRAF2 TRAPPC12 TSR3 TUBA4A TUBBP5 UBA3 UBB UNC119B VDAC1 VDAC3 VIPAS39 XPA YLPM1 ZBTB3 ZCCHC4 ZKSCAN3 ZMYM6 ZNF175 ZNF415 ZNF74 GSE22033_WT_VS_PPARG_KO_MEF_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22033_WT_VS_PPARG_KO_MEF_DN ABHD4 ABHD8 AGGF1 AGPAT2 ALDH5A1 ANKRD27 AOC1 APOLD1 ARCN1 ARHGAP11A ARMT1 ATP5ME BBS10 BEX4 BICC1 BUB1 BUB1B C10orf95 C11orf68 C1D CA2 CAB39 CCDC59 CDH7 CDK1 CDK8 CENPI CEP55 CEP63 CFAP46 CHCHD3 CHRNA3 CLPX COL15A1 CPA4 CPPED1 CRBN CRTAP CRYBA4 CST2 CWH43 CYB5B CYP21A2 CYP39A1 CYRIB DCAF6 DEPTOR DLD DNAL4 DNASE1L1 DNM2 ECT2 EEF1AKMT3 EEF1E1 ELF5 ELOVL5 EXTL3 FAM163A FAM174C FAM8A1 FBXL14 FLAD1 FOXRED2 GAD2 GALNT10 GCFC2 GGCT GGPS1 GLT8D1 GLTP GNB3 GNB5 GPHN GRB7 GRK1 GTF2A1 GTF2F2 HAGH HCN2 HIGD1A HLA-DPA1 HMGB2 HOXB6 HOXC6 HSPA1L IDH1 IDH3A IL18 IMPACT KCTD5 KIF23 KIR2DL4 KLHDC10 LAPTM4A LAPTM5 LBR LEPROTL1 LRP5 LYPD1 LYSET MEA1 MGST2 MMADHC MORF4L1 MPHOSPH9 MRPL41 MTCH2 NBR1 NDC80 NET1 NFASC NRBF2 NRL NSMCE4A ORC4 OSBPL11 PAPOLA PCNP PCNX4 PIK3CD PIK3R2 PLAG1 PLEKHG3 POLB PPM1B PPP3CA PRC1 PRDM9 PRR34 PSMA4 PSTPIP2 PTER PTGDR2 PUM2 RARS2 RMND1 RNF115 RNF2 RPL39 RPS23 RSPH14 RUNDC3A S100PBP SCGB1A1 SCGB1D2 SCP2 SECISBP2 SERTAD3 SLC17A1 SLC19A2 SLC35F6 SLC48A1 SNRPE SNX10 SPAG1 SPATA6L SRP9 STEEP1 STMN2 SUMO2 SWAP70 TACC2 TAF7 TBC1D22A TBCA TBCC TBX2 TCEAL1 TCEAL9 TCF21 TCFL5 TDP1 TFAP2B THOC7 TK1 TLR2 TLX2 TMEM14A TMEM39B TRAPPC11 TRMT1L TRMT5 TRPM3 TRPM8 TSPAN14 TTC26 TTC4 UBE2E1 UCHL5 VAV1 WDHD1 WDR59 XRCC2 ZNF248 ZNF281 ZNF302 ZNF674 ZNF76 ZNF814 GSE22033_WT_VS_PPARG_KO_MEF_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22033_WT_VS_PPARG_KO_MEF_UP AGO1 AIM2 ALCAM ALPL ANK1 ANKRD7 APOM ARF6 ARHGAP17 ARHGAP25 ASB9 ATR BMPR1B BRPF1 C2 CASP9 CATSPERB CBX6 CCL5 CDC42BPB CDKAL1 CEP170B CLDN14 CLIC1 CLSTN2 CMC4 CORO7 CPNE7 CRIP1 CSPP1 CYP2U1 DDIT4 DDT DDX39B DEPDC1 DIPK1A DSTYK DTX3 EFHD2 ELMO3 ERBB2 F10 F2RL3 FAAP100 FABP4 FAN1 FBLN1 FBXL6 FCER2 FGFR3 FGGY FXYD5 GADD45G GALR1 GAS2 GLI3 GPI GPR87 GREM2 GUCY1A1 GUSBP14 HHLA2 HMBOX1 HMGXB3 HOXB8 HSD17B3 HSF2BP ICOSLG IL13RA2 IPO13 JMJD4 KCNK10 KCNV1 KIAA0753 KLC1 KLHL11 KLK10 KMT2D KPNA4 LAMB3 LBH LOXL2 LRRC17 LST1 MAP3K5 MCRS1 METTL1 MRPL39 MYCL MYG1 MYH14 MYOD1 MYRIP NCS1 NIPA2 NODAL NOL3 NPAS1 NR2C1 NUDT3 NXF1 OGFR OMP OR3A1 PAK3 PCGF3 PDLIM1 PHLPP2 PKD1P1 PKD1P6 PKNOX2 PLIN1 PLPP2 PMM2 PNPLA6 POU3F4 PPFIA2 PPP1R16B PPP6R2 PPRC1 PSG7 PTPN7 RABGAP1 RAPGEFL1 RBM5 RC3H2 RELB RFTN1 RNASEH2B RNF123 RNPEPL1 RPH3AL RPL13A RPS13 RPS19 RRAS2 SACS SCAF8 SCN3A SCO2 SEMA3C SERPINE2 SETD3 SH2D2A SH2D4A SLC12A2 SLC17A9 SLC22A13 SLC2A2 SLC38A4 SLC4A2 SLC5A3 SLCO4A1 SMG6 SNCG SORT1 SOX21 SPEN SPG7 SPTAN1 STAG3 STATH SVIL SYN2 SYNPO TAFAZZIN TCP11 TFE3 TFG TIMP4 TNIP1 TOM1L1 TRGV5 TRO TSPAN9 TTLL7 TUB VIP VPS37B VSTM4 VWA7 WDR1 WLS YTHDC2 ZBTB39 ZFHX4 ZFR ZMAT3 ZNF154 ZNF157 ZNF205 ZNF292 ZNF654 ZNF767P ZNF80 GSE22045_TREG_VS_TCONV_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22045_TREG_VS_TCONV_DN AARSD1 ABCA11P ACSM3 ADAMTS10 ADGRG5 ADPRHL1 ADPRM AMDHD1 APP ARMCX1 ATP1A1 ATP6V1G2 BBS12 BCR BTBD8 C1orf115 C1orf162 C20orf141 C6orf136 C9orf40 CASP10 CBY1 CCNG1 CCNK CD34 CELA1 CHMP4B CLIC6 CLTRN CNIH4 CNRIP1 COQ10A CPLANE1 CREG1 CRTAM CTNND1 CTSF CTSL CTTN D2HGDH DCTN5 DDC-AS1 DNAJC6 DNTT DPY19L4 DRICH1 DUS4L DUSP5P1 EDAR EIF1AX EIF2B3 EIF4G1 ENSG00000280119 ENSG00000291179 FCGBP FHIT FMNL3 FOXJ3 GALNT12 GGNBP2 GGPS1 GOLGA7B GRB10 GSTM1 GVINP1 H2BC21 HARS1 HEBP1 HEMGN HHLA2 HIF1A HMGA1 HMGN3 IGIP JMJD8 KISS1R KLHDC1 LEF1 LGALS3BP LMLN LRP6 LRRC74B LRRN3 LUM MATCAP2 METAP1D METTL16 MICU3 MIR101-1 MLLT3 MMP27 MSH6 MT1X MXI1 MYH3 NDP NET1 NFIA NFRKB NOSIP NUB1 OCRL OR7E47P ORC5 PDE4D PDE7B-AS1 PDIA5 PIGP PLAC8 PLEKHG6 PLLP PMEPA1 POLR3D POU6F1 PPP2R3A PRKAG2 PRKAG2-AS1 PRKCA PTH2R RAB43 RAB9B RAPH1 RBIS RBM20 RIMKLB RIPOR2 RPS20 SCML1 SEC14L1P1 SECTM1 SERPINA5 SH3BGR SH3RF3 SLC20A1 SLC22A23 SLC22A24 SLC40A1 SMIM19 SNHG17 SNHG7 SNORD104 SNTB1 SPINT2 SPON1 SPTBN1 SRBD1 SSBP2 ST7L STIM2 STX17 STX3 STXBP1 SVIL TAS2R4 TBC1D12 TBC1D23 TCF7L2 THUMPD1 THYN1 TLR2 TMED10 TMEM131L TMEM150A TMEM170B TMEM177 TMEM25 TMEM39B TMEM71 TNFAIP8 TNFRSF10B TOP1MT TP53AIP1 TRABD2A TSPAN6 TTC4 UBE2E2 UQCC1 URI1 USP51 VENTXP1 ZC3H14 ZIK1 ZNF18 ZNF24 ZNF30 ZNF397 ZNF439 ZNF493 ZNF627 ZNF629 ZNF677 GSE22045_TREG_VS_TCONV_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22045_TREG_VS_TCONV_UP ABCG2 ABHD11 ABHD2 ACOT9 ACTN4 ADAM33 ADAMTS18 ADGRD1 ALDH9A1 ANXA2P2 ASB6 ATAD2 ATP8B3 BAIAP2L1 C1orf216 CAMTA2 CAPS2 CARTPT CASK CASKIN1 CASP8 CCNG2 CCR6 CD1B CD58 CD83 CD86 CDC42BPB CDC42EP3 CDC42EP4 CDKN3 CDO1 CDT1 CENPE CENPU CEP55 CFAP206 CFAP65 CHEK1 CHST7 CIDEC CLEC4F CMTM3 CMYA5 COL13A1 COL9A3 CORO1B CTIF CXCR3 CYP1A2 CYP26A1 DAAM1 DEFB125 DENND1B DGCR5 DNAJC15 F2R FAM186A FHIP2A FOXP3 GABRR3 GJB6 GLOD5 GMNN GPR19 GRID1-AS1 GYPB H2BC4 H4C8 HEATR3 HFE HIP1 HMGA2 HS3ST3B1 HSPA8 HTATIP2 HTATSF1P2 HYCC2 IGHMBP2 IL10RB-DT IL18R1 IQGAP2 ISG20 JAG2 KIF11 KIF15 KIR3DS1 KLK4 KRT7 KRTAP3-1 LARGE-AS1 LCT LHX9 LILRB1 LINC00307 LINC00963 LINC01095 LINC02743 MAF MAML1 MAN1A2 ME1 METRNL MFSD6 MIAT MTMR7 MUC13 MYO1G N4BP1 NABP1 NAGA NAV2 NCAPG2 NEK2 NLN NTRK3 OTULIN OXT PARD6G PBK PCDH10 PCTP PDE4A PHC2 PIN4 PKHD1L1 PKN3 POMT2 PPIF PPP1R12C PPP2R2B PRELP PSMA6 PTP4A1 RAC2 RALGPS1 RBM42 RDH10 RGMB-AS1 RGN RNF181 RNF186 RNF187 RORA RUBCN SAG SANBR SAP30 SCLT1 SDC4 SEC24A SEL1L3 SHMT2 SIPA1L1 SLC22A13 SLC35F2 SLC38A5 SLC4A3 SLC5A7 SMC6 SPRN SSTR3 ST8SIA6-AS1 STX1A STX6 TBCB TESMIN TMEM132A TMEM247 TNFRSF21 TNFSF10 TNIP3 TOX TPX2 TRIM14 TSACC TSPOAP1 TTC38 TTC7A UBR1 VASH1 VAX2 VXN ZC2HC1A ZNF280C ZNF804A ZRSR2P1 ZSWIM8 ZW10 GSE22103_LPS_VS_GMCSF_AND_IFNG_STIM_NEUTROPHIL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22103_LPS_VS_GMCSF_AND_IFNG_STIM_NEUTROPHIL_DN ABTB1 ADORA2B AGFG1 AMFR ANO6 ANXA2 ARF6 ARHGAP1 ARHGAP26 ARHGAP35 ARHGEF10 ARID2 ATMIN ATP13A3 ATP2B1 ATP8B2 B3GALNT2 BACH2 BCL10 BCL6 BET1L BIRC3 BLVRB BMF BRAT1 BSDC1 C11orf24 C16orf54 C5orf22 C8orf33 CAMK2N2 CAPN2 CCDC6 CCDC66 CCP110 CDC42BPB CDK13 CDKN2B CERT1 CHST11 CRISP3 CSTB CTDSP2 CTNNA1 CXCL16 CXCR2 DAAM1 DCAF12 DCTN4 DDX19A DFFB DGCR8 DNAJC14 DPM2 DSEL DYRK1A EDEM2 EHD1 ELL2 ELP5 ENC1 EPC2 ERCC1 EXO5 F2R FCRL1 FGFBP3 FKBP1A FMNL2 FOXN3 GABARAPL1 GABPB2 GGNBP2 GHR GID4 GLDC GOLGA4 GOLGA5 GPAT3 GSDME HAPLN3 HARS2 HMOX1 IFNAR1 IKBKG IL18R1 IL21R IL23A IMMT ITSN2 JCAD KDM2B KDM5C KIAA1522 KIF3C KLRD1 KMT2E KPNA4 LARP1 LIMD1 LITAF MAP2K3 MARS2 MBD1 MBNL2 MDM4 MED8 METTL4 MFSD5 MKNK2 MOCS3 MORF4L1 MT1E MTRR NAA20 NAP1L2 NEU1 NFAT5 NFKBIB NOC3L NPC1 NTF4 NXT1 PACS2 PDCD7 PEX12 PLA1A PPFIBP1 PPP4R1 PPP6C PPRC1 PRR14L PSMD2 PTPN3 PURG PXDC1 RAP1B RBM5 RC3H2 RELB RHBDL3 RNF103 ROCK2 SALL2 SCYL3 SELENOI SEMA6D SGSM3 SLAIN2 SLC25A33 SLC25A46 SLK SMUG1 SNX27 SOCS5 SPART SPECC1L TACC2 TANC2 TAX1BP3 THUMPD1 TIRAP TJP2 TMEM115 TMEM127 TMEM177 TMEM214 TMEM65 TMEM74B TMEM9B TNKS2 TOR1B TRAK1 TRIM44 TRIM45 TTLL4 UBQLN1 UBTD2 UBXN4 ULK1 URB2 UTP4 VPS13C VPS54 VRK3 WSB2 ZBTB4 ZBTB42 ZBTB45 ZEB1 ZFP91 ZNF217 ZNF236 ZNF263 ZNF280C ZNF407 ZNF438 ZNF655 ZNF839 ZNF841 GSE22103_LPS_VS_GMCSF_AND_IFNG_STIM_NEUTROPHIL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22103_LPS_VS_GMCSF_AND_IFNG_STIM_NEUTROPHIL_UP ABCD1 ABHD17A ACAT1 ACLY ACOT8 ACVR2A ADAMTS6 AKAP12 AKR1B1 ANKRD12 ANKRD28 APLP2 ARHGAP18 ARHGAP21 ARID4A ARSB ATF2 ATP5MF ATP6V1A BBX BUB1 C1orf112 C9orf85 CAPRIN2 CCDC186 CCDC34 CCPG1 CD46 CDC45 CDK1 CDKN1B CELF2 CENPI CEP85 CERS6 CFD CGRRF1 CHAF1B CHCHD3 CKS2 CLDN15 CLN6 CMYA5 COMMD9 COX20 CPNE3 CREB3L2 CRYZ CTC1 CTDSPL2 CYLD DCAF7 DHFR DIAPH3 DIP2C DLL1 DNAAF10 DNMT1 ELOVL5 ENTREP3 ETV6 EXTL2 EZH2 FAM107B FAM76B FBXL15 FBXL17 FGD6 FIG4 FNTB FOXP1 FUCA2 GAS2L3 GATC GLTP GNPDA2 GPR146 GPR155 GPX1 GRHPR HAUS1 HAUS8 HELB HIRIP3 HPCAL1 HUNK HYCC1 HYCC2 IGIP IRS1 JKAMP KIF16B LARP4 LCORL LDHA LMO4 LRP8 MACROH2A1 MAGED1 MAN1C1 MARCHF3 MBTPS2 MCCC1 MCEE MCM3 METTL23 MFSD13A MINDY2 MMGT1 MNS1 MRPL35 MRPL42 MRPL55 MYH10 NADK2 NARF NASP NCAPH2 NDUFAF2 NDUFB11 NDUFB4 NDUFS6 NEMP1 NOA1 NRP1 NSMCE1 NSMCE2 NUDT15 OGFRL1 OSBPL9 OTUD1 PAK1 PAM PAX6 PCCA PFDN2 POLA2 PPM1L PPP1CA PPP1R12C PRIMPOL PRKAR2A PRKAR2B PRPF38A PSPH PTGS1 QDPR QPCT RAD1 RDH11 RELCH RIPOR2 RNF145 RNF39 RTTN RUNDC3B SAP18 SARNP SCAI SCAMP2 SDHC SDHD SERF1A SFMBT1 SIK3 SIRPA SLC25A14 SLC37A1 SLC41A1 SPICE1 SRGAP2 SRL STMN1 SUV39H1 TBL2 TCP11L2 TECPR1 TMEM131L TMEM60 TP53INP1 TRAPPC9 TRMT2B TSC22D1 TSEN34 TSPAN8 TTC39B TTYH3 UBASH3B UBE4B UBR7 UTRN VCL VKORC1 WIPF1 WIPI1 XPR1 YAF2 ZDHHC15 ZHX1 ZWILCH GSE22103_UNSTIM_VS_GMCSF_AND_IFNG_STIM_NEUTROPHIL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22103_UNSTIM_VS_GMCSF_AND_IFNG_STIM_NEUTROPHIL_DN AARSD1 ABCD1 ACAT2 ACOT8 AGRP AKAP12 ALDH3B1 AMZ1 AP1S1 B9D1 BANK1 BCAT1 BRCA2 C12orf57 CAPRIN2 CARS2 CBR1 CBY1 CCDC106 CCDC88B CCNB2 CDCA2 CDKN1C CDKN3 CENPE CENPF CEP41 CHD1L CISD1 CKAP2L CLEC11A CLSPN CMBL CMTR1 COPE COX10 CREB3L1 CRISPLD2 DALRD3 DCAF4 DCPS DCTPP1 DIPK1B DNA2 DNAJC4 DOK2 DSCAM DUSP7 EGLN3 EGR3 EHD4 EHMT2 ELOVL6 ENOPH1 ESCO2 ETV5 FAM168A FAM98C FANCA FAU FBXO33 FES FGF18 FOS GALE GATB GPI GPSM3 GRM5 GSDMD GUCA1A H3C4 HAUS4 HDDC2 HES1 HLA-DMA HNRNPD HOXA2 HSH2D HSPB1 IGHM IMPA2 INPP5B IQGAP2 ITGAL JMJD6 KCNE3 KIZ KLF7 KLHL17 KLK8 KNTC1 KRTCAP2 LHPP LRWD1 LZTS2 MAN2C1 MAP4K1 MCM4 MCM5 MCRIP2 MEIS2 MICOS10 MIPEP MPG MRPL2 MRPL52 MSH2 MSX1 MTG1 MYB MYG1 MYO1F NAGA NANS NDUFB10 NDUFS7 NEFH NENF NEXN NRARP NUDT14 NXF1 OGFRL1 ORAI2 OVGP1 PAM16 PARD6G PAX3 PFDN6 PHGDH PIMREG PLD4 PLEKHG4 PLSCR4 PNKP PPARGC1B PPM1J PRELID1 PRMT7 PSMB10 PTTG1 PYCARD PYCR2 RAB31 RAB40C RAD54L RAPGEF3 RASGRP2 RINL RND1 RND2 RNGTT RPL27 RPL35 RPL36 RPL37A RTN4RL1 RUVBL2 SAPCD2 SCAND1 SH3BP1 SHB SIGIRR SIRT3 SKIDA1 SLC20A1 SLC44A2 SLC6A13 SMAD6 SON SPATA3 SPC25 SPPL2B STC2 STK24 STOM TCIRG1 TEX47 TEX9 THOP1 TIMM13 TMEM119 TMEM160 TMEM223 TNFSF8 TNNC2 TPI1 TTC38 TTK TTLL9 TYROBP UBE2C UCP1 UNG UQCR11 UQCRQ VAMP5 WDR83OS XRCC5 GSE22103_UNSTIM_VS_GMCSF_AND_IFNG_STIM_NEUTROPHIL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22103_UNSTIM_VS_GMCSF_AND_IFNG_STIM_NEUTROPHIL_UP ABR ACTG1 ADORA2B AGBL3 AGFG1 AHCYL1 AJUBA ALG10 ANGPTL4 ANO6 ANXA11 AP4B1 BEND4 BMF BRAT1 C11orf24 C2orf68 CBL CBX6 CCAR1 CCDC6 CCND1 CCP110 CD81 CLDN12 CLNS1A COIL CORO1C CSF2RB CTTNBP2NL CX3CL1 DCAF12 DCSTAMP DDHD2 DEXI DIPK1A DLST DNAAF5 DUSP6 E2F8 EI24 EIF3E EIF4A1 EIF4G3 EMC6 ENC1 EPS15L1 ERI2 EXO5 EZH1 FAM111A FAM217B FAM234B FAM8A1 FASTKD1 FASTKD3 FASTKD5 FMNL2 FTH1 GABPB2 GAS2L1 GID4 GID8 GMPPB GSG1 GUSB H2AX HAPSTR1 HARS2 HCFC1 HEBP1 HGSNAT HJURP HOOK3 HSD17B4 IFNGR2 IMMT INTS5 ITPA ITPRIPL2 KANK2 KBTBD8 KCNE3 KCNK6 KDM1B KDM2B KHDRBS1 KLHL21 KMT2E LIPT2 LRRC14 LRRC59 LSM14A MAP2K4 MAPK14 MDM4 MDN1 MEAK7 MECP2 MED7 MFSD5 MIEF1 MKNK2 MMACHC MMD MOCS3 MRPL3 MRPL51 MXD4 MYB NAA15 NDUFAF7 NEURL1B NFATC2 NIBAN2 NOL11 NRROS NSFL1C NT5C2 NUMA1 NUS1 OTUD6B OTUD7B PDS5B PELO PHOSPHO2 PMS2 POLR3G POT1 PPAT PPP1R12A PPRC1 PRMT3 PTCD2 PTPN3 PURG PXN RABGAP1 RBM5 RGS12 RHEBL1 RIC8B RIOX2 RPP14 RPS6KA5 SBK1 SDHA SH3PXD2B SLC20A2 SLC25A11 SLC25A32 SLC25A46 SLC29A3 SLC35A1 SLC38A1 SLC39A1 SMARCAD1 SMCR8 SMIM12 SMUG1 SNRK SPATA13 SPRTN SS18 STARD7 TACC1 TAL1 TIAM1 TIMD4 TIRAP TMEM80 TMEM9B TNIP2 TNKS TOE1 TPRG1L TRIM44 TRRAP TSNAX TTC39C TTPAL TXLNA TXN UBQLN1 UBXN8 USP46 VIRMA VPS13C VPS37A WDR13 WDR36 WDR81 XXYLT1 ZBTB26 ZBTB45 ZC3HAV1L ZDHHC7 ZNF362 ZNF574 ZXDB GSE22103_UNSTIM_VS_LPS_STIM_NEUTROPHIL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22103_UNSTIM_VS_LPS_STIM_NEUTROPHIL_DN AARS1 ACKR4 ACLY ADISSP AGER AKR1B1 ALDH9A1 ALKBH2 ANO3 APOC4 ARHGAP4 ARRDC2 ATF3 ATG12 AXIN2 BAMBI BCAT1 BCL2L11 BRPF1 C15orf62 CARD11 CARS1 CATSPER2 CCDC107 CCDC68 CCSER2 CDC20 CDK2AP2 CDKN2AIP CENPM CFAP141 CHCHD10 CHCHD7 CHD2 CISH CKB CLK3 CREB3L1 CRIM1 CSTA CSTB CTH CXCL3 DCTPP1 DENND1C DLGAP4 DNAJB1 DNAJC4 DSCAM DUSP1 EHD4 ELAPOR1 ELOC EOMES EPHA2 ETFB FAM131B FBXL12 FBXW4 FKBP2 FOS GALE GCAT GCK GLA GTF2H1 GZMM H2BC18 H2BC5 H3C4 HCFC1R1 HES1 HES3 HEXIM1 HHIPL2 HOOK2 HOXA2 HPCAL4 HSPA1A HSPA1B HSPB1 IGFBP6 IL1A IL1B IMPA2 JAM2 JARID2 KIAA1958 KLF4 KNTC1 LINGO2 LPIN1 LSM4 LSS MAFF MAFK MAPK3 MASTL METRN MIXL1 MMRN2 MPND MRPL23 MRPL33 MRPS6 MSX1 MTHFR NAGA NAGS NANOS1 NANS NDRG1 NDUFA13 NDUFC1 NDUFS7 NENF NFIL3 NOCT NR4A1 NSA2 NUDT14 OGFR OGFRL1 OSBPL1A OVGP1 PAM16 PAX3 PCBP4 PCDH17 PCNX2 PDLIM4 PFDN1 PGLS PHGDH PHKG1 PILRA PLK2 PLPPR2 PMVK PRR18 PRR22 PSMD4 PSRC1 PTTG1 RAB20 RAB40C RAI14 RASD1 RASL12 RND2 RPGR RPS19 RPS27 RRAGC RWDD1 SAP18 SCLY SELENOH SERHL2 SIMC1 SLC16A6 SLC1A4 SLC22A13 SLC38A2 SMAD6 SNAI1 SNHG12 SNORD104 SON SPAG5 SRF SRPK2 ST3GAL1 ST6GALNAC5 STMN1 SV2A TCIRG1 TEN1 TEX47 THAP1 THOP1 TLK2 TLN2 TMEM141 TMEM160 TNNT3 TOMM7 TP63 TRARG1 TRIB3 TRIP6 TRMT1 TYROBP UBC UNC13A VPS37B YPEL5 ZDHHC11 ZNF593 ZPBP GSE22103_UNSTIM_VS_LPS_STIM_NEUTROPHIL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22103_UNSTIM_VS_LPS_STIM_NEUTROPHIL_UP ABHD2 ABI3 ADAM8 AEN AKAP1 AMY2A AMZ2 ANAPC4 ANKRD39 ANXA5 AOPEP AQR ARCN1 ARFGAP3 ARPC5L ASB2 ATF1 BAG5 BBS5 BCL2A1 BCL3 BDP1 BEND3 BET1L BRWD1 C7orf25 C8orf33 CAMK2N2 CCDC71 CCDC90B CD40 CDC34 CDK13 CEBPA CLK3 CRK CRTC2 CTU1 DCP1A DCSTAMP DDIT3 DDX51 DEF6 DNAJC30 EIF1B ELAC2 ERCC1 ERRFI1 EXOSC3 FAIM FANCF FAS FBXL14 FNBP1 FOXJ3 GFER GNA13 GPATCH2L GRIPAP1 GTPBP4 HAPLN3 HBS1L HIVEP1 HIVEP3 HS6ST1 ICAM1 IFNAR1 IL4R IL7R IMP3 INTS6 IPO7 IRF2BPL IRF4 ITGA5 ITPKC IWS1 JUNB KCNN4 KIF2A KLF16 KLHL26 KLHL9 LFNG LRFN4 LSM12 MAGOHB MAP2K4 MAPKAPK3 MARK4 MAX MBLAC1 MFHAS1 MFSD5 MLLT6 MMADHC MMP12 MORF4L1 MRPL17 MRPL22 MRPS18B NAA16 NECAP1 NFE2L2 NFIC NIBAN2 NINJ1 NIP7 NOL10 NPLOC4 NR1H2 NRF1 NSMCE3 NSMF NSRP1 NUB1 NUP35 OPTN OSGIN1 OTUD4 OTULIN OVCA2 PABIR1 PDGFB PHLDA1 PHRF1 PIGY PIK3R5 PIM3 PIP5K1C PPP1R15B PPP1R16B PPP2CA PRDM2 PRELID3B PRMT6 PRR13 PSMG3 PTPN9 PTX3 RABGGTB RARA RASGEF1B RBSN RDH13 RELA RGP1 RGS1 RHOC RHOG RIOX2 RNASEH1 RNF11 RPP25L RPS19BP1 SDHAF1 SEC22A SECISBP2 SEMA4D SENP3 SETD5 SF3A2 SH3PXD2B SKIL SLC7A1 SMCR8 SOCS5 SPIN4 ST6GALNAC4 SUSD6 TAF1A THEMIS2 THUMPD1 TIMM10 TNFAIP2 TP53RK TRAF3 TRIB1 TRMT61A TUBA1A TUBB6 UBE2I UBOX5 UBXN4 USP42 VASP WDR1 WDR75 YEATS4 ZBTB21 ZBTB39 ZDHHC18 ZEB1 ZFP36L1 ZFP64 ZKSCAN8 ZNF280C ZNF282 ZNF639 ZNF841 GSE22140_GERMFREE_VS_SPF_ARTHRITIC_MOUSE_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22140_GERMFREE_VS_SPF_ARTHRITIC_MOUSE_CD4_TCELL_DN AARS1 ACVR1B AKR1A1 ALAS1 ALDH5A1 ANOS1 APOL1 ARF3 ARHGAP19 ASGR1 ATXN7 BRD3OS BST2 BTN3A1 BTN3A2 BTN3A3 C1QB C1S C2 CASP4 CCL5 CCR2 CD38 CD55 CDC42EP2 CDKN1A CEBPA CEP250 CETN3 CHI3L1 CIC CKAP5 CLCN4 COASY COX7A2 CRYBG1 CSK CSTF3 CTSC CTSH CTSO CUL1 CXCL10 CXCL11 CXCL9 DDB2 DEAF1 DECR1 DGKZ DNAJC13 DOK1 DYNLT1 EDEM1 ENTPD4 ENTPD5 ETHE1 EXT1 EZH2 FAM53B FCER1G FCGR1A FCHSD2 FGL2 FLI1 FLOT2 FZD2 FZD7 GBP1 GBP2 GGH GGPS1 GK GPX4 GRSF1 HAX1 HBEGF HCK HCP5 HDAC3 HLA-DQA1 HLA-DQB1 HLA-F HSD11B1 IDO1 IER2 IFI27 IFI35 IFITM1 IGSF6 IL10RA IL2RG INPP5D INSIG2 IRF1 IRF4 JAK2 KIAA0513 KIF2A LAMP3 LEPROTL1 LGALS3BP LMNB1 MARS1 MR1 MRTFA MUC1 N4BP2L1 N4BP2L2 NADK NDRG1 NDUFS2 NDUFV1-DT NDUFV2 NFATC3 NPAT P2RY14 PADI2 PEX7 PHB2 PLAAT4 PLCG2 PLEK PNPLA4 POLB POLR2A POLR2H POLR2I PRCP PRKAR2B PRKX PRKY PRPF19 PRPF3 PSMA4 PSMB10 PSMB8 PSMB9 PSME2 PTK2B PTPN18 PTPRA RAB4B RBCK1 RERE RGS3 RIDA RPL37 RXYLT1 S100A8 SAMD4A SASH1 SASH3 SCO2 SDHA SECTM1 SELL SERPINA1 SERPING1 SH2B2 SIK3 SLC1A5 SLC20A1 SLC35D2 SLC6A12 SLC7A7 SLF2 SOCS1 SPG11 SRD5A1 SRGAP2 ST3GAL5 STAT2 STAT5A STAT6 STOM SYT11 TADA3 TAP1 TAP2 TAPBP TASOR TBC1D2B TBC1D9 TCAF1 TGFBR2 TNFAIP2 TNRC6B TRAFD1 TRANK1 TYMP UBE2L6 VAMP5 VOPP1 VPS9D1 VRK2 WARS1 WDR7 XPNPEP1 YARS1 GSE22140_GERMFREE_VS_SPF_ARTHRITIC_MOUSE_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22140_GERMFREE_VS_SPF_ARTHRITIC_MOUSE_CD4_TCELL_UP ABCE1 ADCY3 ADD1 ADH5 AIMP2 AKR1C3 APLP2 APOBEC3C ARNT2 ATP6AP1 ATP8B3 BCAR3 BEST1 BID BLVRA BLZF1 CAPN2 CARM1 CCL15 CCL18 CCL20 CCL8 CCNC CCNE2 CCT2 CD4 CD59 CD99 CEBPZ CELSR1 CLEC11A CLIP2 COL15A1 CPQ CR1 CSF3R CTSK CTSL CXCL1 CXCL10 CXCL11 CXCL6 DEFA4 DEGS1 DHX30 DMXL1 DNAAF11 DNAJB9 DNASE1L1 DNMBP EFEMP2 EIF2S1 ELK3 ELL2 EPHX1 EREG ERGIC3 EZH2 F13A1 FARP1 FBLN5 FCMR FERMT2 FN1 FOXF1 FSCN1 FUT4 GABPB1 GADD45B GCLM GPNMB GPS2 GTF2H3 HCG4B HESX1 HIP1 HNRNPAB HOMER2 HPCAL1 HS3ST1 HTRA1 IBTK IFI44 IFI44L IFIT1 IFIT2 IFIT3 IFIT5 IFITM2 IGF1 IKZF1 IL6 IL7R IPO7 IRF1 IRF7 IRF9 ISG15 ITGA6 ITGB5 ITSN1 KCNC4 KITLG LETMD1 LIG4 MAGED1 MAP3K1 MAPK13 MAT2A MMP7 MPP1 MRC1 MTFR1 MTSS1 MX1 MX2 MYO1E MYO7A NBR2 NCK2 NISCH NOP16 NOP56 NQO1 NRP1 NUCB2 NUP188 NUP50 OAS1 OAS2 OASL OLFML2B ORC3 PCSK6 PDXDC1 PHLDB1 PHYH PIBF1 PIM2 PIP PLAU PLCB4 PLD3 PLEK PLIN2 PML POM121L6P POP1 POU2F2 PPBP PPP3CA PPY PUM3 RAB35 RAB40B RAB5C RAP2C RERE RGL1 RNFT2 RPL15 RPS6KA2 RSAD2 RTCB S1PR1 SAR1A SCAMP1 SEC23IP SELENOP SERPINB2 SH3GL1 SLC7A8 SNCB SNRNP35 SQSTM1 SRP72 ST3GAL6 STX4 SYNJ2 TACC1 TCF12 TFPI THBS1 TLR5 TMF1 TNFSF10 TPM1 TRIM27 TRIP10 TSPAN4 TUBB4A UBAP2L USP9Y VASP WDR1 XAF1 XPO6 ZBTB39 ZC3HAV1 ZNF101 GSE22140_GERMFREE_VS_SPF_MOUSE_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22140_GERMFREE_VS_SPF_MOUSE_CD4_TCELL_DN ABHD14A ACP5 ADA ADAM19 ADM AHNAK AKAP1 AKR1C3 ALCAM ALOX5AP ANPEP ANXA2 AP1B1 AP2M1 APBB3 APLP2 APOBEC3C ARRB2 BCAP31 BID BIN1 BLMH BLVRB CALM1 CAMSAP1 CAPN2 CCL3 CCL4 CCL7 CCT2 CD163 CD180 CD300C CD59 CD99 CDC37 CLEC11A CLIC1 CPQ CRIP1 CSF1R CTSK CTSL CXCL3 DAB2 DCTN5 DDIT4 DGKA DLST DNASE1L1 DNMBP DNTTIP2 DOCK10 DUSP2 EIF2S1 EIF3B EIF4A1 ELL2 ELOC EMD EMP1 EMP3 ENG EREG ERGIC3 EWSR1 FABP5 FARP1 FCMR FERMT2 FLRT2 FUBP1 FUS GGA2 GNA15 GNAQ GOSR2 HEG1 HMGA1 HNRNPA3 HOMER3 HPCAL1 HS3ST1 HSP90B1 HSPA1A HTR2B HTRA1 ID3 IER3 IFI44 IFIT1 IFIT2 IFIT3 IFITM2 IL1B IL7R INPP1 KANK1 LAIR1 LGALS3 LGMN LMNA LTBP2 MAP4K4 MAPKAPK2 MED20 MGST3 MIR22HG MPRIP MRC1 MSC MX1 MYO7A NCOR2 NFKB1 NID1 NISCH NOTCH3 NOVA1 NQO1 OASL OLFML2B P2RX4 PDIA6 PDXK PHLDB1 PI4K2A PIK3R1 PLEC PLEKHO2 PLIN2 PLP2 PLTP PMP22 PNP PPIF PPP1CA PPP1R15A PRPF4 PTOV1 PTX3 RAB35 RAB5C RAD51 RGS1 RNASE1 RPN1 RPN2 RPS6KA2 S100A4 SAR1A SDS SEC62 SELENOP SERPINB2 SERPINB8 SERPINE1 SERTAD2 SFXN3 SGSH SGTA SH3BP5 SH3GL1 SLC16A3 SLC16A7 SLC36A1 SLC3A2 SLC7A11 SLC7A8 SNX2 SQSTM1 SRSF2 STAB1 STK10 STX2 TECR TGFBI THAP12 THBS1 TIMP1 TIMP2 TMEM184B TNFRSF11A TNFRSF1B TNFSF14 TNFSF8 TOB2 TP53BP2 TPD52L2 TRAF1 TUBB2A TUBB4A TXNRD1 UBE2H VASP VDAC1 VSIG4 XBP1 YWHAH YWHAZ GSE22140_GERMFREE_VS_SPF_MOUSE_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22140_GERMFREE_VS_SPF_MOUSE_CD4_TCELL_UP ACSL1 AIMP2 ANAPC10 ANKS1A APOBEC3F APOL1 ARID5A ARNT2 ASGR2 ATP1B1 B4GALT5 BATF BCL2A1 BCL2L11 BCL3 BLZF1 BMP3 C11orf80 C1QB C1S CASP10 CASP4 CCL13 CCL18 CCL7 CCL8 CCNA1 CCRL2 CD47 CD69 CD7 CD86 CD96 CDKN1A CIITA CLIC1 COX6B1 CREM CRLF1 CSF2RB CTNS CTSZ CUL1 CXCL10 CXCL11 CXCL9 DDX23 DDX5 DEFB1 DMTF1 DNAAF11 DNAJC13 DNM1 DUSP5 DYRK4 EDEM1 EIF4A3 ERLIN1 FCGR1A FLOT1 FURIN FYB1 FZD2 GADD45B GBP1 GBP2 GCH1 GCLM GDI2 GEM GK GLUL HCK HEG1 HESX1 HHLA1 HIVEP2 HOMER2 ICAM1 IDO1 IFI16 IFI27 IFI35 IFI44 IFI44L IFIT2 IFIT3 IFIT5 IFITM1 IFNA1 IL10RA IL3RA IRF1 IRF4 IRF7 IRF8 IRF9 ISG15 ISG20 JMJD6 JUNB KIF2A KLF4 KLF6 LAMP1 LCP2 LEF1 LIMK2 LMO4 MACF1 MAGEA11 MAGED1 MAK16 MRC1 MVP MX1 MX2 NAA80 NAPA NCOA1 NECTIN2 NPC1 NPY NUCB1 OAS1 OAS2 OASL P2RX4 P2RY14 PASK PCK2 PCYT1A PDE4DIP PDGFB PIM1 PITPNA PITPNB PLAAT4 PLEK PML POLG PSMB3 PTPN2 PTPRR RAB27A RAB5C RBCK1 RBM4 RERE RNF19B RSAD2 SAFB SAMD4A SASH1 SBNO2 SCO2 SECTM1 SERPING1 SFT2D2 SH2B2 SLC31A2 SMPD1 SOCS1 SOCS3 SP100 SP110 SSTR2 STAT2 STK3 STX3 TAP1 TAP2 TBKBP1 TDRD7 TLR1 TNF TNFAIP2 TNFRSF1A TNFSF10 TOP1 TRAFD1 TRIB1 TRIL TRIM21 TRIM22 TRIM25 TRIM26 TTN UBE2L6 UBE2S VAMP5 VPS9D1 VWA8 WARS1 WDR7 XAF1 XPO6 ZC3HAV1 ZFP36 GSE22140_HEALTHY_VS_ARTHRITIC_GERMFREE_MOUSE_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22140_HEALTHY_VS_ARTHRITIC_GERMFREE_MOUSE_CD4_TCELL_DN ABHD14A ABL2 ADAM19 AK4 APBB3 APLP2 ATP6V0D1 ATP8A1 ATRN BATF BCAP31 BCAT1 BIN1 BLVRB BTG2 C15orf39 CALM3 CAPN2 CCL3 CCL4 CCL7 CCL8 CCR1 CD163 CD47 CD99 CDKN1A CGRRF1 CLEC11A CLIC1 CLN3 COMT CPQ CREM CRIP1 CTSK CTSL CTSZ CXCL1 DENND4A DNAJC8 DNMBP DOCK10 DUSP2 DUSP5 EIF4A3 ELL2 ELOC EMP1 EMP3 ERGIC3 EZR F13A1 FCGBP FCGR2A FERMT2 FOLR2 FURIN FUS FYN GCLM GEM GET3 GNA15 GOSR2 GPNMB GPR107 HIVEP2 HLX HMGA1 HMOX1 HOMER3 HSP90B1 HSPA1A ICAM1 IER3 IFI44 IFIT2 IFIT3 IGF1 IL1B IL7R ILF2 INSIG1 IRF1 IRF8 KANK1 KLF6 KRT10 LAIR1 LCP2 LGALS1 LGMN LMNA MAN1A1 MAP2K3 MAP4K4 MIR22HG MRC1 MSC MTSS1 MX1 MYO7A NAPA NCOR2 NFKB1 NFKB2 NID1 NPC1 NQO1 OAS2 OASL P2RX4 P2RX7 PAF1 PDGFB PHLDB1 PIM1 PLTP PMAIP1 PMP22 PNP PPIF PPP1R15A PRPF4 PTGER4 PTOV1 PTP4A1 PTX3 RAB5C RBM4 RBMS1 RENBP RGS1 RGS16 RNASE1 RNF19B RPN1 RPN2 RPS24 RPS6KA2 S100A4 SDS SECTM1 SELENOP SERPINB2 SERPINB8 SERPINE1 SERTAD2 SGTA SH3BP5 SH3GL1 SLC2A3 SLC3A2 SLC7A11 SLC7A8 SMURF1 SNN SRSF2 STAB1 STX2 STX4 TCP1 TECR TEX261 TEX30 TGFA TGFBI THBS1 TIMP1 TIMP2 TLR2 TNF TNFAIP2 TNFRSF11A TNFRSF1B TNFRSF9 TNFSF14 TNFSF8 TP53BP2 TPD52L2 TRAF1 TRIB1 TRIM25 TUBB2A TUBB4A TUBB4B TXNRD1 UAP1 UBE2H UPP1 VASP VNN2 VSIG4 WTAP XBP1 YWHAZ ZFHX3 ZNF134 ZNF200 GSE22140_HEALTHY_VS_ARTHRITIC_GERMFREE_MOUSE_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22140_HEALTHY_VS_ARTHRITIC_GERMFREE_MOUSE_CD4_TCELL_UP AFG3L2 AIM2 AKAP9 AKR1A1 ALDH5A1 ARAP1 ARF3 ARID4A ASGR1 ATOX1 ATP5F1A ATP5MC1 BCKDHA BCKDK BRD3OS BTN3A1 BTN3A3 C1QB C1R C2 C2CD2 C5orf22 CAPG CASP9 CBFA2T2 CCL5 CCR2 CCT7 CD33 CD38 CD40 CDC42EP2 CDK19 CENPS CFB CHI3L1 CLIC2 CLPP COX7A2 CSK CTSH CYB5A CYC1 DCAF11 DCAF8 DGCR2 DGKZ DHPS DIAPH2 DNAJC11 DOK1 EPRS1 FARSA FCER1G FGL2 FH FOXO4 FSCN1 GALE GGPS1 GOT2 GPD2 GPR65 GPX4 GSN HAX1 HLA-DQA1 HLA-DQB1 HLA-F HMGCL HMGN4 HSD11B1 HSF2 HYAL2 IDO1 IER2 IGFBP4 IKBKE IL18 IL2RG ILK INPP5F IRF2 ITGB3BP JUND KCTD17 KLHL21 LAGE3 LEPROTL1 LGALS3BP LTA4H LY75 LYL1 MAPK14 MCRS1 MDM1 MDN1 MED12 MGAT1 MNT MR1 MRPL9 MRPS18B MRTFA MSL1 MT1A MT1F MT1G MTMR1 MTMR11 MYO1F NADK NDUFS2 NDUFS8 NDUFV1-DT NFATC3 NPAT NUDT3 OGT P2RY14 PDE6D PEX7 PGAM1 PHB2 PIGB PIK3CG PLAAT4 PLCG2 PLCL2 PNPLA4 POLB POLRMT PRIM2 PRKX PRMT3 PSMB10 PSMB2 PSMB6 PSMB9 PSMC5 PSME2 PTP4A2 PTPA PTPN18 R3HDM2 RAB13 RABGGTA RDH11 RERE RNF113A RPA3 RTF1 RYK S100A8 SART1 SCAMP3 SCRN1 SERPINA1 SH2B2 SH3BP1 SLC1A3 SLC6A12 SLC7A7 SNRPA SNX19 SPHK2 STAT1 STAT6 STK25 STOM SYT11 TADA3 TAPBP TARBP1 TBC1D22A TBC1D9 TESK1 TGM2 TLR5 TMEM131L TNFRSF14 TREX1 TWF2 UBAC1 UROS USP13 USP22 UVRAG VAMP5 VOPP1 VWA5A WDR37 XPNPEP1 XPOT YARS1 ZDHHC18 ZFP36L1 ZFP36L2 ZNF384 ZRSR2P1 GSE22140_HEALTHY_VS_ARTHRITIC_MOUSE_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22140_HEALTHY_VS_ARTHRITIC_MOUSE_CD4_TCELL_DN ABR ACAA2 ACP2 ACP5 ADA ADAM8 ADH5 ADORA3 AGGF1 AHNAK AKAP1 ALCAM ALMS1 AMPD3 ANKRD28 AP2M1 ARHGAP22 ARHGEF2 ARL4C ASMTL ATM ATP5PO ATP6V0A1 ATRN BAIAP2 BCAR3 BID C1orf216 CAMKK2 CBLB CCDC93 CCR2 CDC42EP3 CDK9 CHST2 COG2 CRIP1 CSK CTCF CTSH DCAF11 DNAJC11 DNASE2 DNTTIP2 DUSP14 EEF1E1 EIF2S3 ENC1 ENG EREG FAF2 FAM53B FBXL14 FMNL1 FOXO1 FYN GAS2L1 GBA1 GEMIN2 GGA2 GGA3 GNA12 GNA15 GNPDA1 GOLGA2 GPX4 GRAMD4 GRB2 GSTO1 GTF2H1 GZMA HCP5 HDAC5 HHEX HIPK2 HMGA1 HNRNPA3 HOMER3 HPCAL1 IARS1 IGBP1 IL18 IL27RA IQGAP2 ITGB5 KANK1 KCNAB2 KCNQ1 KLHDC3 LAIR1 LBP LHFPL2 LIG1 LMNA LPCAT1 LPL LTA4H LY6G6C LYL1 MAEA MAN2A2 MAP3K14 MAPK14 MARCKSL1 MARS1 MEF2D MINK1 MLX MPP1 MRFAP1L1 MYCBP MYO10 MYO1F NCAPD3 NCOR2 NDRG1 NDUFV1 NEK4 NISCH NR1H3 NUMA1 OAZ2 OGA OLR1 PDE3B PDHX PEX1 PFDN4 PHF21A PHLDA1 PIK3CB PIK3CG PLCB3 PLEC PLIN2 PLXNB2 POLR2A POLR2H POLR2J PPP2R5C PRKD2 PSD4 PSTPIP1 RAB9A RBM38 RGS2 RIN2 RPA1 RPGR RRS1 RXRA RXRB SASH3 SEC24C SERPINE1 SERTAD2 SETD3 SFXN3 SIKE1 SLC11A1 SLC16A3 SLC23A2 SLC25A14 SLC3A2 SLC7A7 SLF2 SMC4 SRP72 ST3GAL6 ST8SIA4 STK10 STK38L SYNJ1 TACSTD2 TADA3 TCTA TGFBR2 THBD TMEM243 TMEM41B TNFRSF11A TNIP1 TPR TRAM2 TRIM66 TUBGCP2 TXN2 UBAC1 UBE2I USP22 VPS39 WIPI2 XYLT1 ZBTB7A ZCCHC24 ZFP36L2 ZNF266 ZNF3 ZNF710 GSE22140_HEALTHY_VS_ARTHRITIC_MOUSE_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22140_HEALTHY_VS_ARTHRITIC_MOUSE_CD4_TCELL_UP AARS1 ACAT2 ADAM8 ALDH3B1 ANOS1 ARF3 ASGR2 ASH2L ASNS ATP5PO ATPAF2 BLOC1S1 BST1 BTN3A3 C2 CACNB3 CAMK1 CCL22 CCR2 CD52 CD55 CDC25B CDKN1A CEBPA CHI3L1 CIC CKS2 CLK3 COX7A2 CPB1 CRIP1 CROT CSK CSNK1G2 CTSO CYP1A1 DAG1 DDB2 DHCR24 DHCR7 DNAJB5 DOK1 DUSP1 EBP ECHS1 EFHD1 EGR3 ENC1 FADS1 FADS2 FAM53B FBP1 FCGR1A FCGR3A FCN1 FGL2 FGR FIBP FIG4 FLOT2 FYB1 FZD2 GALK2 GAS2L1 GBP2 GGH GPX4 GRB2 HBEGF HCAR3 HCP5 HDAC5 HES1 HLA-DQA1 HLA-DQB1 HLA-DRB4 HLA-F HMGN1 HSD11B1 HSPB1 HTT IDO1 IER2 IFI27 IL13 IL1R2 IL2RG INPP5D INPP5K ITGAL ITGB2 ITPA JMJD6 JUNB JUND KIAA0513 KLK6 LGALS3BP LILRA3 LMAN2 LST1 LTA4H MARCKSL1 MARS1 MASP1 MEA1 MEF2D MNT MYCBP NAA80 NBAS NBEAL2 NCLN NDRG1 NDUFA1 NDUFAB1 NDUFS2 NDUFS3 NDUFV2 NPAT NPM3 NRDC NRGN NUP93 PDGFB PEA15 PHKG2 PLAAT4 PLCG2 PLIN3 PLXNB2 PNPLA6 POLR2A POLR2G POLR2H PPM1F PPP1R7 PPP2R5D PRKAR2B PRKD2 PSMB1 PSMB10 PSMB6 PSMB9 PSMD5 PSME2 PTK2B PTPN6 PXDN RALY RGS2 RHBDD3 RRBP1 RRP8 S100A8 S100A9 SCGB1A1 SDC3 SDHA SERPINA1 SERPINF1 SERPING1 SGCG SGK1 SIRPB1 SLC25A1 SLC4A2 SLC7A7 SLF2 SMAD6 SMCP SMG5 SPN SRPK2 STAR STK38L STX8 TADA3 TAF10 TAF5 TAPBP TBCE TGFBR2 TMEM147 TMEM151B TMEM184B TNFSF14 TRANK1 TXNIP TYMP UBB VAMP5 VOPP1 WARS1 WDR7 WRN YARS1 YWHAH ZNF473 GSE22196_HEALTHY_VS_OBESE_MOUSE_SKIN_GAMMADELTA_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22196_HEALTHY_VS_OBESE_MOUSE_SKIN_GAMMADELTA_TCELL_DN AATK ACTR1A ADA AGO2 ALCAM AMPD3 ANPEP ANXA3 ARL4A ARL4C ATF3 ATP5PO ATP9A BCAP31 BID BIN1 BRD2 C1orf216 CALM1 CAPN2 CCL3 CCL4 CCL7 CD163 CD180 CD4 CD83 CD99 CDC37 CDC42EP4 CKAP4 CLIC1 CLUH COMT CRIP1 CRK CSF2RA CSRP1 CXCL2 CXCL8 CYP1A1 DDIT4 DHCR7 DNAJB5 DNMBP DPYSL3 DUSP1 DUSP2 EBP EEF1B2 EEF1D EEF1G EIF3K EIF4A1 ELK4 EMP1 EMP3 ENC1 ENG ENO2 EZR F13A1 FABP5 FADS2 FLRT2 FOSB FUS FYN G0S2 GAS2L1 GEM GET3 GNA15 GPR183 HMGA1 HNRNPA3 HNRNPL HOMER3 HPCAL1 HSPA1A HYOU1 ICOSLG IER3 IL1B INPP1 ITGB5 ITPA KANK1 KBTBD2 KRT10 LAIR1 LGALS1 LHFPL2 LIMS1 LMNA MAPKAPK2 MARCKSL1 MATK MEF2A MIR22HG MMD MN1 MPHOSPH6 MRC1 MSC NCOR2 NDUFB8 NDUFS6 NFKB1 NPM3 NQO1 OLR1 ORAI2 PCBD1 PDXK PEA15 PEMT PHLDA2 PHLDB1 PI4K2A PLAUR PLCG1 PLEC PLEKHO2 PLIN2 PLOD3 PLP2 PLTP PNP POLG PPARG PPIF PPM1F PPP1R15A PSMD1 PSMD11 PTX3 RAB35 RAB9A RBM14 RHOG RPL10A RPL36A RPN2 RPS4Y1 RXRA S100A4 S100A8 S100A9 SDF2 SERPINB2 SERPINB8 SERPINE1 SFXN3 SH3BP5 SH3GL1 SHB SLC16A3 SLC35A2 SLC4A2 SLC4A7 SLC7A5 SMAD6 SMS SMURF2 SORL1 SRF SRSF2 SSR4 STAB1 STK38L TBX10 TGFBI THBD THBS1 TIPARP TMEM41B TNFAIP3 TNFRSF11A TNFSF14 TNFSF8 TNIP1 TPD52L2 TRAF1 TUBB2A TUBB4A TULP3 TXNRD1 UAP1 UPP1 UQCRQ USP14 VAPB XBP1 YWHAH YWHAZ ZBTB43 ZMYND11 ZNF3 ZW10 GSE22196_HEALTHY_VS_OBESE_MOUSE_SKIN_GAMMADELTA_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22196_HEALTHY_VS_OBESE_MOUSE_SKIN_GAMMADELTA_TCELL_UP ABHD5 ACP5 AKR1A1 ALAS1 ANGEL1 APEX1 APOBEC3G APOL1 ARAP1 ARHGAP5 ASH2L ATF6B ATIC ATOX1 ATP1B1 AUH BBC3 BBX BLNK BRD3 BTN3A3 C1QB C1S C2 CCL18 CCRL2 CD1D CD33 CD38 CELF1 CERS6 CFB CFH CHEK2 CHI3L1 CKS1B CLU COG5 CREB5 CSK CTSC CUL1 CXCL10 CXCL11 CXCL9 DDB2 DECR1 DGCR6L DOK1 DTNB DXO ECH1 ERLIN1 EZH2 FAM168A FCGR1A FGL2 FIG4 FRAT2 FYB1 FZD2 GALK2 GBP1 GBP2 GCH1 GGCT GGH GLS GM2A GNS H1-0 HAX1 HLA-DMB HMGCL HSD11B1 IDO1 IFI27 IFI35 IFI44 IFI44L IL10RA ILK INTS9 IRAG2 IRF1 ITIH1 ITM2B IVD JADE2 KDM3B LAMP1 LEPROTL1 MGAT1 MPO MR1 MRTFA MT3 MTHFD1 MTMR1 MX1 N4BP2L1 NAA80 NADK NDUFS2 NDUFV1-DT NR1H3 NUCB1 OAS2 OGT P2RY14 PADI2 PCK2 PEX14 PHF21A PHKG2 PIM1 PLA2G4C PLAAT4 PLCG2 PLPP3 PML POM121L6P POMC PPFIBP2 PRKX PSMB10 PSMB3 PSMB9 PSTPIP1 PTK2B PTPN2 RABGGTA RBCK1 RBP4 RERE RFX5 RIDA RNF113A RRAS SASH3 SCAMP3 SCO2 SDC3 SDHA SDHB SECTM1 SEPHS2 SERBP1 SERPING1 SLAMF1 SLC1A3 SLC20A1 SLC31A2 SLC6A12 SMPD1 SOCS1 SORBS3 SP110 SPINT2 ST3GAL5 ST6GAL1 STAT2 STAT5A STOM TADA3 TAP1 TAP2 TBC1D2B TERF2 TFCP2 TGM2 TMEM109 TMEM131L TNFAIP2 TNFSF10 TRAFD1 TRANK1 TRAPPC12 TREX1 TRIO TTLL1 UBE2L6 UNG USP6NL UVRAG VAMP5 VPS13B VPS8 VPS9D1 WARS1 WDR7 XAF1 XPC XPO6 ZBTB11 ZMIZ2 ZMYND8 ZNF274 ZRSR2 GSE22229_RENAL_TRANSPLANT_IMMUNOSUPP_THERAPY_VS_HEALTHY_PBMC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22229_RENAL_TRANSPLANT_IMMUNOSUPP_THERAPY_VS_HEALTHY_PBMC_DN ABCA13 ABCA9 ACAD8 ACOT9 ADGRE1 AGPS AIF1 AJUBA ALAS1 AOAH ARL10 ATF6 ATP11A ATP6AP2 B4GALT1 B4GALT4 BNIP2 BPNT1 C1GALT1C1 C3 C4orf19 CCDC125 CD28 CELSR3 CEMIP2 CFLAR CHD7 CHST13 CHSY1 CLDN15 CLEC5A CLEC7A CNBD2 COMMD7 COMMD9 COX16 CPA3 CREB1 CRY1 CSDE1 CTSB CYBB DEPDC7 DIO2 DMKN DNAJC15 DSP DYNLT5 EDEM1 EFCAB11 EIF1AD ELANE ERLIN1 ERP29 ETHE1 F10 FAM181A FAM76B FCGR2A FCGR3A FDPS FKBP1B FKBP2 FKBP5 G6PD GAMT GAS7 GPC1 GPR35 HDC HERPUD1 HNRNPR IGSF6 IL1RL2 ITGA1 ITGB3 ITPR1 KCNE3 KCTD14 KCTD20 KLHDC4 KYAT3 LAMP1 LCN2 LCOR LCORL LGALS3 LMAN2 LMO4 LPL LRP8 LRRK2 LTA4H MANBA MAOA MCEMP1 MCUB MEFV MGAM MORC4 MS4A3 MTMR2 MTUS1 NAAA NAGPA NCAM1 NEK7 NEU1 NIN NOSTRIN NRG1 NT5C OLR1 P4HB PAPSS2 PCYOX1L PDE4D PFKP PLBD1 PLCB1 PLOD3 PNKP PPFIBP1 PPP1R21 PRDX5 PROM1 PRSS16 PSTPIP2 PTPRO R3HDM4 RAB3IP RAD51C RALB RAP1GDS1 RAPH1 RASSF3 REEP1 RFC1 RGCC RNASET2 RND3 RNF19B RPS6KA2 RRBP1 RYR1 SATB2 SCCPDH SDF2L1 SEC11C SEC24D SEC63 SELENOS SEM1 SEMA4A SEPTIN10 SGMS2 SH2B2 SHISA2 SLAIN2 SLC15A4 SLC22A4 SLC25A12 SLC35E3 SLC36A1 SLC36A4 SLC39A2 SLC7A2 SLC8B1 SMDT1 SMIM12 SOWAHC SPTLC2 STXBP6 SVIP SYPL1 TACC1 TECPR2 TENT2 TEX2 TFEC THYN1 TIAM1 TLR1 TMED4 TMEM178A TMEM38B TSPOAP1 TXNDC11 TXNL4B UBTD2 UFC1 UGDH UGGT1 UHRF1 WDR1 XDH ZNF330 ZNF35 ZNF518B GSE22229_RENAL_TRANSPLANT_IMMUNOSUPP_THERAPY_VS_HEALTHY_PBMC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22229_RENAL_TRANSPLANT_IMMUNOSUPP_THERAPY_VS_HEALTHY_PBMC_UP ABCA9 ABCF2 AGPS AIM2 AKIRIN1 ALG10 ANGPTL2 AOAH APPBP2 ARF1 AUNIP B4GALNT1 BCKDHB BCL11B BID BLNK BLOC1S6 BNIP2 BOD1 C3 C6orf118 C8orf76 CCT2 CD68 CDADC1 CDC45 CEBPA CENPE CERS6 CHGA CKAP2 CLDN15 CLEC7A COMMD2 COMMD7 COQ3 CRELD2 CRY1 CX3CR1 CXCR4 DDX21 DDX56 DGKB DHRS3 DIS3 DLST DMAC1 DNAJB11 DNAJC9 DOCK8 ECHS1 EGLN3 EIF2B1 EIF2S2 ELANE EPN3 ERCC8 ERO1B ETFB FABP5 FANCL FCER1G FCGR2A FCRL1 FES FIG4 FNBP4 GFM1 GINS1 GMCL1 GMFG GSPT1 HCK HERPUD1 HPSE HVCN1 IDH1 IFNGR2 IL7R ILF2 INTS14 ITGA1 ITGB7 KARS1 KATNBL1 KBTBD8 KIAA0930 KLF4 LAP3 LBP LIPI LMO4 LNX2 LTA4H LTV1 MACROH2A1 MAOA MAPKAPK2 MARS1 MAT1A MCM8 MEFV MINDY3 MOGS MRPL21 MRPL46 MTCH2 NAA25 NAGPA NASP NFIL3 NR2E1 NRG1 NUDT19 NUP93 OCIAD1 OLR1 OPN3 ORC6 OSCP1 OSTF1 P4HB PALS2 PAPSS2 PARP1 PDSS1 PECAM1 PGAM1 PHF5A PI16 PLA2G15 PLOD3 PRIM2 PROM1 PRPF38B PSMA4 PSMB4 PSMC4 PSMC6 PSTPIP2 PTGR1 PUS10 RALB RAMP1 RASA4 RASGRP4 RASSF4 REEP1 REV1 RHBDL3 RNPEP RPP14 RPS6KA2 RSL1D1 SAA1 SCCPDH SEC24D SGMS2 SHISA2 SKA1 SLAIN2 SLC16A1 SLC2A6 SLC35B1 SLC46A1 SLIT1 SLPI SMARCE1 SNUPN SNX9 SOWAHC SRSF3 SSR4 STAU1 STX7 STXBP6 SVIP TDP1 TENT2 TIFA TIMD4 TLR7 TMA16 TMC8 TMED10 TMEM184C TMEM229B TUBA3C TXNDC11 TXNDC5 TYMS TYROBP UBASH3A UBE2W UFL1 USP14 XDH YME1L1 ZNF658 GSE22229_RENAL_TRANSPLANT_VS_HEALTHY_PBMC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22229_RENAL_TRANSPLANT_VS_HEALTHY_PBMC_DN AAMDC ABCG2 ABHD4 ACOT11 ACTN1 ADCY9 ADGRL1 ADGRL2 AGO1 AIPL1 ANXA11 APOE ARHGAP25 ARID1B ARSK ASAH2 ATAT1 ATP2B4 ATP8A1 BACH1 BAHCC1 BCORL1 BEST1 BRPF3 C12orf75 CA1 CAVIN1 CCDC112 CCDC120 CCSER2 CD200 CD81 CERS4 CHD2 CHD6 CLIC5 CLNK CREBL2 CSAD CSGALNACT1 CSNK1E CTDSP2 CTTN CXXC5 CYP4V2 DEXI DMD DNMT3B DYNLT3 ELAVL3 ELL ELL2 EPC1 EYA2 F2R FAHD2A FCHSD1 FMO5 FZD6 FZD7 GARRE1 GBP7 GDPD1 GIGYF1 GIMAP1 GIMAP8 GIT2 GLUL GNS GPR155 GRAMD1A GRB10 GSK3A GSN GTPBP2 H1-0 HID1 HOXB4 HS6ST1 HYCC1 IER5 IFI27 IFIH1 IFIT1B IL17RE INPP5B IRAK3 ISG20 ITGA2B JUND KAZN KCND1 KCNJ10 KHNYN KIAA1958 KLHDC1 KRBA1 LARGE2 LAT LDHD LGR5 LTB LTBP3 LYPD6B MBD6 MBLAC2 MEIS1 METTL7A MFSD13A MFSD6 MIDEAS MMP2 MMRN1 MRTFB MTURN MVP MYH10 NBDY NCAM2 NCK2 NEXN NFIA NFIC NFKBIZ NKX2-3 NSMF OPTN PABPC4L PAK1 PANK1 PARM1 PDLIM2 PGLYRP2 PHC1 PHETA2 PHLPP1 PISD PLAAT3 PLCG1 PLD3 PLEKHA2 PML PRDX2 PRXL2A PTPN12 PTTG1IP RAB38 RAI1 RBM4B RBMS2 RNASE6 RPS18 RRAS SDSL SGCE SHISA5 SIGIRR SIK3 SIPA1L3 SIX5 SLC12A7 SLC18B1 SLC26A2 SLC35D2 SLC7A8 SMAD3 SMAP2 SMARCC2 SNX33 SOAT2 SSBP3 ST6GALNAC5 STIM1 STX17 STXBP1 TFR2 TIE1 TMEM40 TPRG1L TRAF1 TRAPPC9 TRIB3 TRIM25 TRIP6 UBP1 UPP1 VAMP5 WDFY3 XRCC5 ZBTB4 ZDHHC17 ZMYND8 ZNF287 ZNF319 ZNF329 ZNF551 ZNF827 ZNF862 GSE22229_RENAL_TRANSPLANT_VS_HEALTHY_PBMC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22229_RENAL_TRANSPLANT_VS_HEALTHY_PBMC_UP ACP1 ACP3 ACY3 ADAM19 ALDH1B1 ANKRD40 AP1AR ARL5A ARPC5L ATG101 ATG16L2 AURKA AUTS2 BCAT1 BIN1 BMAL1 BRD9 BTG2 BUB1B C19orf38 C6orf118 CAPSL CASS4 CCDC38 CCNA2 CD38 CD79B CDC25B CDK2AP2 CDKN1A CDKN2C CEACAM21 CENPE CENPS CERK CKAP2 CMC2 COA6 COQ7 CSK CSRP2 CTSC CYB561A3 CYTIP DESI1 DLGAP5 DMTF1 DNAJB11 DNAJC21 DOK3 DPP4 EIF2AK3 EIF4A3 ELFN1 ENDOD1 ENPP6 ETS1 EXO1 EXOSC9 EZH2 F13A1 FAM50A FANCL FBXL12 FRG1 FZD9 GAS2L3 GEMIN6 GFM1 GFRA2 GGA2 GMEB2 GPAT3 GPR18 GPSM2 GSTT2 GTSE1 HERPUD1 HIVEP3 HMGCLL1 HVCN1 IFT22 IGHM IGKC IRF5 ITGB1BP1 JCHAIN KARS1 KIAA0930 KLHDC4 KNSTRN KPNA1 KRAS LITAF LMO4 LRCH1 LY6E LY86 LY9 MAGI3 MAN2A1 MAP3K5 MARS1 MBD2 MEGF9 MINDY2 MKI67 MROH2A MRPL51 MTOR MYBPC2 NCAPH NDC80 NDE1 NKAP NPEPPS NSMCE1 NUDT15 NUF2 NUP37 NUP93 NXT1 PAFAH1B3 PARP3 PARPBP PCLAF PCMTD1 PDS5B PHF2 PIK3C2A PIK3CG PKIG PNP PPIH PPM1E PREP PSMC1 PTGR1 PTTG1 RAB3IP RAB8A RAD51C RASGRP2 RBM27 RBMXL1 RCSD1 RFLNB RNASE4 RPL3L RRAGD RSPH9 RXFP1 SBK1 SDC4 SEC13 SH3BP5 SHB SLAMF7 SLC15A3 SLC16A1 SLC7A6OS SMARCB1 SMC4 SNN SNX25 SPAG5 SPC25 SPEF2 SUPT16H TACC3 TCF19 TDP1 THEMIS2 TIMM22 TK1 TMCC1 TMEM121 TMEM131 TMEM132E TMEM263 TNFAIP3 TNFRSF13C TPST1 TREM1 TRIM11 TSPAN13 TTLL11 TTPAL TXNDC16 TYMS UBASH3A UBE2C UBE2D3 UBE2H VAV2 ZBTB2 ZNF483 ZNF706 ZNF821 GSE22229_UNTREATED_VS_IMMUNOSUPP_THERAPY_RENAL_TRANSPLANT_PATIENT_PBMC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22229_UNTREATED_VS_IMMUNOSUPP_THERAPY_RENAL_TRANSPLANT_PATIENT_PBMC_DN ABCA2 ABCA7 ABCC1 ABCC4 ACAP1 ACER2 AIFM2 ALDH1L1 ANGPT1 ANXA9 APPL2 ARAP3 ARSK ATP6V0E1 AVPI1 BCORL1 BORCS6 BSCL2 BTNL9 C15orf61 C3orf33 C7orf31 CA9 CALML4 CASP12 CAVIN2 CBX7 CDK14 CHMP4B CHST11 CLN3 CLNK COL4A1 COL4A2 CPT2 CRTAP CSAD CSNK1E CTSW DACH1 DDHD2 DECR1 DMWD DTX3 DUSP1 DYNLT3 ECHDC3 EFCAB14 EMILIN1 ENO2 EVA1B EXT2 FAM110B FAM168A FBP1 FCER1A FGD3 FGF11 FHL1 FMO5 FNBP1 FOSL2 FRRS1 GAA GDF3 GHR GKAP1 GRB10 GSTK1 HLA-DMA HLA-E IFFO2 IFI44 IFTAP IGBP1 IGDCC4 IKBKE IL11RA INAFM1 INHA INTS6L IRF9 ITGA2B ITGB3 ITSN1 JSRP1 KDM5B LDHB LETMD1 LHCGR LHFPL2 LIPT2 LRMDA LYPD6B MACROD1 MANBA MANSC1 MBLAC2 MEAK7 MED22 METTL21A MIDEAS MKRN1 MS4A6A MYC MYCT1 MYLK3 NDN NECTIN4 NEFH NEXN NFIC NKX2-3 NLGN2 NOPCHAP1 NOS1AP NPL NPR2 NTPCR OCIAD2 OPTN OSBPL1A P2RY14 PADI4 PALLD PAM PARM1 PBX3 PDZK1IP1 PEAR1 PIGP PKN3 POGLUT3 PPP1R26 PRDX6 PRKG1 PTER RAB17 RAB31 RAB4A RAP2A RASGEF1B RBP1 REC8 RGS9BP RINL RNF213 RNF217 RPAP2 RRAD SAMHD1 SELENBP1 SERPINB9 SFI1 SHANK3 SKI SLC14A1 SLC25A45 SLC35D2 SLC39A11 SLC66A2 SLC7A4 SLFN13 SMOX SNX18 SNX24 SOAT2 SORT1 SPINT2 SPTA1 SQOR ST6GALNAC5 STARD10 STX3 SUCLG2 SUOX SYNE1 TAL1 TBC1D24 TLE6 TMBIM1 TMEM176A TMEM41A TMEM8B TNFRSF1A TNNI3 TNS1 TRAF1 TRIM47 TTC12 TTC8 UNC13D VKORC1 WDFY1 XAF1 ZBTB45 ZNF235 ZNF467 ZYX GSE22229_UNTREATED_VS_IMMUNOSUPP_THERAPY_RENAL_TRANSPLANT_PATIENT_PBMC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22229_UNTREATED_VS_IMMUNOSUPP_THERAPY_RENAL_TRANSPLANT_PATIENT_PBMC_UP ADCY7 AGO1 AGPAT4 ALOX15 ALX1 AMER1 ARHGAP6 ARIH2 ARV1 ATP12A ATP6V0A2 AXL BAHCC1 BCL11A BDKRB1 BSDC1 C3orf33 C6orf141 CA5B CADM1 CAMSAP1 CAP2 CBFA2T2 CCDC171 CCL19 CCL28 CCNB3 CCRL2 CD160 CDH7 CEACAM20 CHST11 CLCN2 CNTNAP2 COMT CRIM1 CRYGS CSGALNACT1 CSPG5 CTTN CXCL16 CYB5A DDO DKKL1 DLX2 DMRT3 DMWD DNAH17 DNAH8 DNAJB13 DOCK5 DSC3 DTX3 DYDC1 DYNLT3 EGR1 ERP27 EXTL3 EZR F12 FAM110B FAM171A2 FAM184A FAM205A FCAMR FHL1 FNTA FOXJ2 FOXO3 GAB1 GARNL3 GFOD2 GFRA2 GIGYF1 GNB4 GPATCH8 GPR161 GRM3 GSTT1 GUCA1A H2AC25 H2BC13 HDAC3 HLA-B IDO1 IL18BP IL27RA IMPDH2 INPP5E ISG20 KCNN4 KCNQ1 KDM5B KIAA1958 KLHDC8B KMT2C KRIT1 LGALS3BP LHPP LIF LIPA LIPT2 LRP2 LRSAM1 LYRM9 MAP7 MARCHF3 METTL7A MIDEAS MKRN1 MOB3C MPPED2 MRPL52 NAP1L3 NEK5 NIPAL3 NKX6-2 NLGN1 NMT2 NOTCH2 NR1H4 NUCB1 OLFML2A OSBPL6 OTC PABIR1 PABPC5 PADI1 PAK6 PARD3 PARD6B PCDHB6 PDZK1IP1 PHACTR4 PITPNC1 PLAAT3 PLSCR4 PML POU5F1 PPP1R15A PRKCH PRKCQ PRSS22 QPRT RAB42 RASL11A RBM4B REC8 RGS12 RNASE1 SAMD9L SCGB1A1 SELENOW SERPINB9 SH3YL1 SHC3 SIPA1L1 SLC2A3 SLC66A2 SMAD9 SMAP2 SMIM6 SMO SNHG8 SORBS1 SPRED1 SPRED2 ST3GAL1 STAC STK39 STXBP1 SYN3 SYT13 SYT6 TBC1D24 TCEAL9 TDGF1 TEAD1 TENM2 TEX29 THEM4 TLX2 TMCO4 TMEM170A TMEM40 TPH2 TRAPPC12 TRIP6 TSC1 TSPAN13 TXNIP TXNRD3 UNC5CL URGCP USP54 WIZ ZBTB45 ZKSCAN1 ZNF29P ZNF541 GSE22282_HYPOXIA_VS_NORMOXIA_MYELOID_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22282_HYPOXIA_VS_NORMOXIA_MYELOID_DC_DN ABCB10 ADORA3 AFM AGO4 AK5 AKAP10 AMFR ANG ANKRD35 ANKUB1 APOF APPL2 ATP8A1 B3GLCT B3GNT2 BIK BOLL C1orf21 CACNA1C CARF CATSPERG CCDC137 CCDC185 CCDC47 CCSER2 CD28 CD53 CD93 CD99L2 CDH22 CDK17 CDK19 CHP1 CHRM1 CNKSR3 CNN2 COG6 COPS2 CPA6 CROT CSAD CXCL13 CYBC1 DAPL1 DENND1B DEPTOR DMRT1 DNAH11 DPM3 DUOXA1 DYM EME2 EXD2 FAM110B FAM162B FAM91A1 FBXL8 FCER1G FHAD1 FLI1 FOXA2 GABRB2 GALNT2 GALNT4 GLIPR2 GPALPP1 GRIP1 H3C4 H3C7 HELB HIC2 HLA-DMA HRH4 HYCC2 IFT46 IGF1R IGF2 IGFBP4 IL16 ING2 IRF4 KANSL2 KCNH8 KCNJ14 KIAA0586 KRT84 KRTAP21-1 LMO2 LMX1B LPAR6 LPIN1 LRP6 LRRC4 LRRC41 MACO1 MAP4K1 MED26 MMP19 MTARC2 MYO5A NCF2 NEDD4L NEIL1 NELL2 NET1 NIPAL1 NKX2-1 NLRP14 NLRX1 NMBR NT5M OAZ2 PARS2 PCMTD1 PCNX4 PDILT PHF1 PHF13 PIEZO2 PIK3CG PKNOX2 PLXNC1 POLK POMT1 PPT1 PRDX3 PROP1 PRSS41 PTAR1 PTHLH PTOV1 R3HCC1 RADIL RAMP1 RANBP17 RANBP6 RBL2 RBM11 RCL1 RGS14 RITA1 RNF125 RXRB RYR3 S1PR1 SAMD4A SCN9A SEPTIN4 SETDB1 SHPK SIGIRR SLC13A3 SLC23A2 SLC25A51 SLC25A53 SLC35D3 SLC35F4 SLC8B1 SNAP29 ST6GALNAC2 STAT5B STEEP1 SUPT3H SYNE3 SYNRG SYP TAF1 TCF15 TK2 TKTL2 TLR7 TMCO5A TMED7 TMEM107 TMEM71 TMTC4 TNFRSF13B TPD52 UBE2H UBFD1 ULK2 UQCRC1 VAV3 VEGFC VMAC VSIG10 VSIR VWC2 WDR18 WDR45B WDR89 YPEL4 ZBTB16 ZFYVE1 ZNF324B ZNF512B ZNF668 ZNF688 ZYX GSE22282_HYPOXIA_VS_NORMOXIA_MYELOID_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22282_HYPOXIA_VS_NORMOXIA_MYELOID_DC_UP ABRACL ACOD1 ACSL5 ACTRT3 ACY3 ADSS1 AGPAT4 AMMECR1 ARID1A ATP5MC3 BUB3 C1orf141 C2orf50 C3 CALML4 CAMKK2 CAV1 CAV2 CBFB CCDC9 CCL5 CCNB3 CCRL2 CD302 CD38 CDIPT CERS6 CFAP90 CH25H CHCHD4 CINP CLCNKB CLEC4E CLEC5A CNTNAP4 COPE CTSZ CXCL1 CXCL16 CXCL17 CXCL3 CYB5R1 DCP2 DDX39B DDX49 DEFB119 DOCK7 DYNLRB1 ECE2 EDC3 EHD1 ELMO1 ENOPH1 EPHA5 ETNK2 EXOSC2 FAM241A FBRS FDFT1 FDPS FLRT3 FMNL2 FOXP3 FPR2 GLRB GOLM2 GPR84 GSK3B GSTM2 GTPBP3 HDDC2 HES5 HIVEP3 HNRNPD HP HRK HSFY2 HSPA1B HTR4 HYOU1 ICAM1 IFT57 IGSF6 IL1RN JUNB KBTBD13 KCNA2 KCNIP4 KCNN4 KDELR2 LIG3 LMO4 LRCH2 LRRC3B MARCKSL1 MBTD1 MC2R MCEMP1 MDH2 MLH1 MLLT6 MMP12 MMP14 MRM3 MRPL12 MRPL52 MTMR14 MVD MVP MYD88 MYMK MYO10 N4BP1 NAB1 NADK NCF4 NEDD8 NFKBIA NFKBIE NKRF NOVA1 NREP NT5C3B NUBP1 NUPR1 NXPH2 PABPN1 PCCA PCDHB13 PDE4B PDE4DIP PEA15 PHB1 PHEX PHF5A PLA2G7 PLAT PLD2 POLR1E POLR2E PPA1 PPDPF PRC1 PRDX5 PRELID3A PSMA3 PSMD10 PSME2 PSMG3 PTGER4 RAB1B RAB20 RAPGEF5 RNF10 RNF185 RNF19A RNF19B RPF2 RPGRIP1 RPS6KA6 S100A6 SAA1 SDC1 SELE SELENOV SERTAD1 SH3BP2 SLC16A10 SLC25A20 SLC25A29 SLC2A6 SLC31A1 SMPDL3B SNRPA SNRPB SOD2 STAT1 STX11 TASOR2 TENT4A TLR2 TMA16 TMEM132D TMEM186 TNF TNFAIP3 TNIP1 TOR1AIP2 TRAF3 TRAPPC2 TREH TTLL11 TULP3 UBE2F UBE2T UMOD VPS29 VSTM2A ZFYVE9 ZMIZ1 GSE22313_HEALTHY_VS_SLE_MOUSE_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22313_HEALTHY_VS_SLE_MOUSE_CD4_TCELL_DN ABI3 ADAM28 ADAMTS10 AIF1 ALDH1B1 ALOX5 ANTXR1 ANTXR2 ANXA2R-OT1 AOAH APOBEC3B ARHGAP35 ARHGEF6 ASF1B ATF7 ATG7 ATP8B4 BCL11A BCS1L BIRC5 BLNK BST1 C3AR1 C4orf46 C5AR2 CALM1 CARD6 CCL24 CCNA2 CCNB2 CCNE2 CD101 CD163 CD93 CDC25A CDC45 CDC6 CDCA8 CDK1 CENPI CENPW CEP55 CIP2A CLECL1P CLSPN CMKLR1 COLEC12 COQ2 CPED1 CRACR2A CRYBB1 CTPS1 CYREN DEF6 DEPTOR DSN1 DTL EAF2 ELK3 ELP3 ELP6 EMP2 FAM168A FBN2 FPR1 FPR2 FRMD4B FUT8 GANAB GAPT GARNL3 GCLC GCNT1 GIMAP1 GIMAP5 GIMAP6 GIMAP7 GIMAP8 GINS2 GPR132 GPR34 GPR65 GPR82 GRK2 GSTCD H1-5 H2AZ2 H3C2 HELLS HFE HGSNAT HJURP HSPA5 IDH2 IFIT1 IL13RA1 INPP4A ITM2B JAML KIF23 KPNA2 L3MBTL2 LANCL2 LAT2 LCLAT1 LILRB2 LMNB1 LSM5 LTA4H LTBP2 LXN MAGOHB MAML3 MCM10 MCM3 MCM4 MEF2C MELK METTL17 MILR1 MIS18A MKI67 MLLT3 MXD4 NAIP NCAPG2 NCOA4 NIPSNAP3B NLRP3 NUDT3 PAK1 PARL PARP1 PID1 PIK3R3 PLK1 PMFBP1 POC1A POLE PPIL1 PRC1 PRIM1 PRIM2 PRMT7 PRPF4 PTGER4 RAPH1 RASSF2 RCSD1 RFC3 RGS18 RHOA RHOBTB1 RNASE2CP RNASE6 RRM1 RRM2 SELL SELPLG SERPINB1 SERPINB8 SESN1 SESN3 SFXN2 SHCBP1 SHQ1 SIRPB2 SLC9A9 SMAP2 SNRPD1 SNRPF SORD SORL1 SRSF2 ST8SIA4 STAB1 STEAP3 STING1 STS TACC3 TBC1D14 TCF19 TLN2 TMEM119 TMEM87B TNFSF10 TNFSF8 TNRC18 TPX2 TRAF3IP3 TRIM5 TYMS UBE2T UHRF1 VDAC3 VSIG4 YY2 ZFHX3 ZNF367 ZNF502 GSE22313_HEALTHY_VS_SLE_MOUSE_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22313_HEALTHY_VS_SLE_MOUSE_CD4_TCELL_UP ABCG2 ABHD5 ACADVL ADAMTSL4 ADPGK ADRB3 AGPAT2 AGPAT4 AICDA ALPK2 ANKK1 ANKLE2 AP2M1 ARRDC1-AS1 ATP6V0A2 B3GALT5 BAIAP2L2 BATF3 BAX BCAR3 BMP6 BSX C1orf220 C7orf50 CBS CC2D1B CCDC92 CCL18 CD274 CD44 CDAN1 CEBPB CELP CENPV CHST7 CISH CLDN1 CLN3 CMTM4 CYB5A CYGB CYTH1 DAG1 DIPK2B DMBX1 DMRTB1 EBF2 ECHDC3 EEFSEC EFCAB5 EFCC1 EIF4A1 ELF4 EMC3 ERI1 FABP4 FADS3 FAM110B FAM220A FAM3A FAM86DP FAM89A FAXC FTH1P5 FZD7 G6PD GAREM2 GIT1 GPR12 GPR146 GPR15LG GRIN3B GSK3A HCAR2 HCAR3 IL11 INF2 INO80B JUN JUND KCND2 KCNE1 KIR3DX1 LGALS3 LINC00652 LRP4 LYRM1 LYSMD1 LZTS2 LZTS3 MAOA MARCHF9 MCUR1 ME3 MFHAS1 MFSD4B MGAT1 MICALL1 MIR487A MMP24 MSC MTMR11 NAGPA NCR3 NFATC2IP NLGN2 NPC1 NUDT16 NUDT16L2P OCRL OR52M1 OR8H3 PARP12 PCBD1 PCDHB3 PCOLCE2 PCYT2 PDXK PECR PELI3 PEX11A PHF24 PHLDA1 PIM3 PITRM1 PLCH1 PLIN2 PLPP3 PM20D1 POFUT2 PPARG PPP1R14A PPP1R15B PSORS1C3 PTPRE RARA RGL3 RNF122 RNF149 RNF157 RNF227 RNF24 RPS2P45 RRAD RRP1 RSPH3 SCARNA8 SDC2 SDC4 SEPHS2 SEPTIN3 SEPTIN4 SERINC2 SGCE SHANK3 SIK2 SIRT5 SLC10A3 SLC16A5 SLC22A5 SLC26A6 SLC35E3 SLC39A11 SLC4A3 SLC6A16 SMG7 SMOC1 SNORA68 SNX29P2 SOCS1 SPATS2L SPIRE2 SPNS1 SVIL SYT17 TLE1 TMEM120B TMEM140 TMEM186 TMEM74 TMEM95 TNIP1 TTC39B UBALD1 UBE2Z UQCRH VLDLR VSTM4 WFDC1 WFDC3 WFS1 WIZ WNT5A ZBTB47 ZFYVE26 ZNF417 ZNF646 GSE22342_CD11C_HIGH_VS_LOW_DECIDUAL_MACROPHAGES_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22342_CD11C_HIGH_VS_LOW_DECIDUAL_MACROPHAGES_DN AATBC ACTR3B ADAM28 ADAM3A ADGRG2 ADM AKR7A2 APOA2 ARHGEF37 ASXL3 ATP5F1C BARX1 BICD1 BPIFC C1orf162 CALCRL CCHCR1 CCN4 CD300LD-AS1 CD300LF CD84 CDCA7 CDH17 CDPF1 CEBPE CEP162 CFHR4 CLEC4A CLVS2 COL4A5 COMTD1 COTL1 CRACD CRACR2B CREG1 CSF1R CTNNBIP1 CYFIP1 CYP27A1 DAZAP1 DLL1 DNAH5 DOLK DZIP3 ELOVL4 ENPEP ENPP6 EPN1 ERICH1 ESR2 ETS2-AS1 FBXO40 FRRS1 G6PC1 GALR2 GCM1 GCN1 GID4 GLRA4 GLRX5 GPR15 GPR34 GPRC6A GUCD1 GVQW3 H2AC4 H3-3B HEPH HIVEP1 HLA-DMB HLA-DQA1 HSPB3 HYAL1 HYCC2 ICMT-DT ID3 IGBP1P1 IL12RB2 INMT INSYN2A KCNA1 KCNIP4 KCNJ5 KIF2B KRT15 KRT76 KRTAP13-3 LDB2 LGALS2 LRP5 LRRC15 LRRTM4 LY9 MACROH2A2 MCU MDN1 MIR30B MKS1 MLC1 MMP10 MMRN1 MSX2 MUC2 MUC21 MYL1 N4BP2 NAALADL2 NACA2 NCF2 NEFH NME7 NOC4L NRBP1 NRSN1 NUDT8 NUGGC OR2G3 OR51M1 OR5AR1 OR5H14 OR6N2 OR6S1 OSBPL10 P3H2 PABPC1P2 PAGE3 PCBP4 PDE4B PDLIM3 PI15 PIK3R6 PKP1 POU2F1 PPP1R13B PPP1R16A PSRC1 PTCD2 PTK2 PTPRD RBMS3 RETREG3 RNF145 RSPO3 SCAMP5 SCUBE1 SEMA3D SHISA3 SIRPB1 SIRT5 SLC24A1 SLC25A22 SLC35B4 SLC5A3 SLC8A1 SNORA60 SPACA4 SPHK2 SPTSSB SRGAP1 SRM SRSF6 SSBP3-AS1 STARD9 STEAP4 SUGT1P1 SYCN SYNM TAPT1 TAS2R4 TCAP TCEAL5 TCEAL7 TFB2M TMEM26 TMEM267 TOR3A TRAF5 TRMT1L TUBD1 TVP23A TXNRD1 UBASH3B UBE2L6 UNC5A UNC5CL UNG UNKL UTP14A VPS18 VPS33B WDTC1 ZNF214 ZNF549 ZNF662 ZNF8 GSE22342_CD11C_HIGH_VS_LOW_DECIDUAL_MACROPHAGES_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22342_CD11C_HIGH_VS_LOW_DECIDUAL_MACROPHAGES_UP ABI2 ADAM7 ADAMTS6 AHNAK AHSA2P AKR1C3 AKR1C4 ALDH7A1 AMDHD2 AMFR AMIGO2 AP1M2 AP2M1 APAF1 APOL4 ATAD2 BAG4 BBX BFSP1 BOD1 BRDT C2CD5 CA1 CABYR CAPZB CARS1 CCDC180 CD58 CDC42SE1 CFAP300 CHD9 CHP1P2 CHST8 CLEC5A CSN1S2AP CTH CXCR2 CYP4F2 CYP4F8 CYTH1 DBNL DCP1A DEFB116 DEFB135 DENND6A DMRT2 DNA2 DNAJC18 DNAJC3 DTHD1 DXO EFCAB3 EIF4G3 ENDOD1 ENPP5 EPG5 ESRRG EXTL3 FAM169A FAM20A FAM221B FAM8A1 FIGNL1 FLNA GDPD5 GLRX2 GM2A GNPTAB GORAB GOSR1 GPR174 GSTA2 GTPBP6 HCAR1 HFE HGSNAT IKZF1 ITGAL KBTBD3 KIAA0825 KIF13A KRIT1 LAMA2 LINC00469 LRRC8A MAB21L2 MAGOH MAP4K3 MAPK14 MARF1 MDGA2 MFSD13A MGAT2 MLLT6 MTERF2 MUC15 MYH9 MYO5A NAA35 NCOR1 NEDD4 NFIL3 NGEF NINL NIPA2 NSG1 NUDT3 OR52L2P OR6M1 OR7E5P ORMDL2 PBX4 PFKFB1 PGBD1 PHIP PLD3 PLEK POLE4 POLR1B PPP2R5C PPP6R3 PRADC1 PRIM1 PRKCI PRNP PRR15 PSD2 PSMB2 PSMC1 PTCH1 PTGER2 PTGES2-AS1 PTPMT1 QKI R3HDM2 RAB18 RABEPK RACGAP1 RASSF6 RBM11 RBM41 RGS9 RIMS2 RNF216 RNU6ATAC RPL31 SEC24B SH3D19 SLC16A14 SLC25A51 SLC35E3 SLC9C2 SLITRK6 SMC3 SMIM15 SNORD115-37 SNORD116-10 SNORD73A SNRNP70 SPATA5L1 SPPL3 SSMEM1 SSU72 ST3GAL3 STARD13 STIM1 SUCNR1 TAAR9 TBC1D2B TMEM207 TMEM248 TNFRSF17 TNFRSF1A TNNC1 TNNI2 TNRC6A TRAPPC10 TRUB1 TSPAN31 TTYH3 UQCRH USP32 UTP3 VCPIP1 VNN2 VWA8 WDR5B WDR64 WIPI1 YEATS2 ZNF319 ZNF407 ZNF426 ZNF516 ZNF570 ZNF681 ZNF746 ZRSR2P1 GSE22432_CDC_VS_COMMON_DC_PROGENITOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22432_CDC_VS_COMMON_DC_PROGENITOR_DN ABCB8 ABCG2 ABRACL ACTL6A ADAM17 ADAMTS1 ADORA2B ALDH3A1 ALOX15 ANKRD10 ANKRD13B ANKRD52 APLP2 ARHGDIB ARMCX4 ATAD2 ATAD5 ATIC BAMBI BCAP29 BUB3 C5AR1 CACNG4 CCNA2 CCNH CD48 CD96 CDC45 CDH6 CENPC CFDP1 CGAS CHTF8 CLEC5A CMTR2 CNOT10 CTPS1 CXCL3 CYP11B2 DARS1 DDX39B DEPTOR DHFR DHX9 DIS3 DSE DTWD1 ECT2 EEF1E1 EIF3G ELMO1 EMB ESCO2 ETF1 EXOSC2 FAM124B FAM217B FAM43A FANCL FASN FITM1 FPR2 FRMD3 FUS FUT4 FYTTD1 G3BP1 GATA3 GFM1 GLE1 GLO1 GPSM1 GSAP H2AZ1 HDAC3 HINT1 HPRT1 HSD17B7 HSPBP1 IFNGR1 IRF6 JPT2 KCNK7 KIF20A KIF23 KNTC1 KRT35 KYAT3 LARP7 LBR LHX4 LSM6 LTV1 LYPD3 MANF MAP3K20 MEI1 MLH1 MORF4L2 MPP3 MRPL20 MRPL50 MRPS26 MTHFD1 MYO19 MYO1E MYO3A NAP1L1 NARS2 NAT10 NCKIPSD NDUFAF2 NFATC2 NNT NOC3L NOP2 NPM3 NPPA NUDC NUP37 OAT OSGEP OSTC P4HB PA2G4 PBK PCSK6 PDE6H PHTF2 PLEK POLD2 POLE4 PPA2 PPIL3 PRC1 PRIM2 PRND PRPF19 PRPF31 PSMG2 PTPRO RAD51AP1 RANBP1 RBBP7 RPN1 RPP40 RRM2 RRP15 RRS1 RWDD4 SEC61A1 SET SGO2 SHQ1 SLC12A2 SLC12A6 SLC16A1 SLC22A15 SLC25A17 SLC35A4 SLC4A3 SMOC1 SNHG7 SNRNP40 SPATA24 SREBF2 SRSF10 SUCLG2 SUV39H1 SYPL1 TBXAS1 TCP1 TIMM8A TIPIN TMEM239 TMX4 TNF TNFAIP2 TNFRSF17 TOP1MT TOP2B TPGS2 TPRG1 TRIB1 TXNDC5 UBE2E3 UBE2N UBE2T UBTD2 UCK2 UHRF1 USP14 UTP18 WASHC2A WDR46 WDR5 WLS YEATS4 YWHAQ GSE22432_CDC_VS_COMMON_DC_PROGENITOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22432_CDC_VS_COMMON_DC_PROGENITOR_UP ACTG1 ACYP1 ADGRE5 AFF3 ALDH2 ANGPTL1 ANTXR2 AP1S2 APPL2 ARFGEF2 ARHGAP15 ARHGAP18 ARHGAP25 ARHGAP45 ARID1B ATAD2B ATF3 B3GNT8 BBS9 BIRC3 BLNK BMP2K CAMK1D CAPN2 CCDC71L CCPG1 CDC42EP3 CDC42SE1 CDC42SE2 CDH17 CDKN1B CEP120 CEP128 CERK CFP CHIC2 CIB1 CIITA CKLF CNKSR3 CNST COL23A1 CORO6 COTL1 CPNE5 CSK CSRP2 CTSO CXCR5 CYTH4 DERL3 DGKD DHRS7 DNAH8 EMID1 F2RL1 FAM107B FANCA FERMT3 FES GAB3 GALNT10 GDAP2 GDI1 GIMAP5 GNA15 GPAT3 GPD2 GRAMD1A GRB2 GRHPR GYG1 H2AC25 H3C14 HCLS1 HERC2 HIP1R ICOSLG INPP5D INSR ITGAX ITIH5 JAK1 JMJD1C KCNAB2 KIDINS220 KLF3 KLHL14 KLHL28 KLHL6 KMT5C LCP2 LGMN LSP1 LXN LYST MAD2L1 MADD MAPK14 MBNL1 MGST1 MGST2 MTA3 MTMR6 MXD4 MYO18A NARF NDST1 NDUFB11 NEDD9 NFAM1 NOTCH2 NRM NSMCE1 OGA OTUB2 P4HTM PARP4 PCLAF PIERCE2 PLEKHG2 POLD1 POU2AF1 PRKACB PSD3 PSD4 RAB33B RAB39A RAB4B RALGPS2 RAPGEF1 RAPGEF2 RCSD1 RDH12 RELCH RELL1 RFC2 RFX3 RIN3 RIPOR2 RNF139 RPS21 RTN4 S1PR1 SAFB2 SCD SELENOO SERINC5 SH3BGRL3 SH3BP1 SH3GLB1 SH3PXD2A SIK1 SIKE1 SLC25A53 SLC35D2 SLC37A4 SLC41A2 SLC49A4 SMAP2 SMG1 SMPDL3A SNX14 SNX29 SP4 SSBP3 STX2 SYNE1 SYNRG SYPL1 TAB2 TAOK3 TBC1D10C TBC1D14 TBC1D9 TBXA2R TEC TFEB TMEM26 TMEM64 TMEM86B TNK2 TRAF3IP2 TRAF5 TRPV2 TSHZ1 TSPYL4 TUT4 TUT7 TXNDC16 UBLCP1 ULK2 UNC119 WDR44 XKRX ZBTB24 ZCCHC18 ZMYND8 ZNF592 ZNF821 GSE22432_CONVENTIONAL_CDC_VS_PLASMACYTOID_PDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22432_CONVENTIONAL_CDC_VS_PLASMACYTOID_PDC_DN ABHD12 ABI3 ADGRV1 ADIPOR1 AFG3L2 AP2B1 AP3M2 ASAH2 ATG2A B2M BAIAP2 BBS2 BIRC6 C19orf12 C5 CASP1 CCDC17 CCDC90B CCND2 CD180 CDC34 CDK5RAP2 CDKN1A CEP95 CFAP119 CLDND1 CLEC4E CLN8 CNP COG4 COPS4 CPB1 CST7 CTSW CXXC4 DAO DCAF15 DCTN2 DDX60 DENND2B DMAC2 DNAH2 DNAL1 DNMT3A DXO DYNC1I2 EFCAB2 ELMOD3 ENDOD1 EPHA1 EXOC6 EXOC7 FAM241A FARS2 FBXL12 FBXO32 FLYWCH1 FOXQ1 FOXRED1 GAB2 GAREM1 GBP4 GKAP1 GLA GLIPR2 GLRX GNA13 GOLPH3L GTPBP2 HBP1 HELZ2 HERC6 HLA-DOA HMX1 HPSE HTR2B ICA1L IFT22 IL12B IL12RB1 IL13RA1 IL15RA IL17RC IQSEC2 KCTD8 KDM3A KDM4B KLRD1 KNOP1 LEMD2 LEPROTL1 LGALS3BP LIAS LRP2BP LRP4 LY6E LY86 M1AP MAPKAP1 MED10 MFAP2 MISP MKNK2 MMP2 MOCS2 MOV10 MPP7 MRPL45 MX2 NBDY NCF4 NME7 NMI NMT1 NOS2 NR1H2 NUB1 NUDT13 NUDT18 PADI1 PAPPA2 PARP14 PARP8 PDE7A PEDS1 PER1 PGM1 PGS1 PPIG PPP1R11 PPP2R3C PPP2R5B PRG4 PSMB8 PTPRA PTTG1 RAB10 RAB40C RABEP2 RASA4 RBM43 REEP6 RHCG RNF114 RNF31 RRBP1 RUNX1T1 SEPTIN4 SERPINB8 SETDB2 SIPA1L1 SLAMF8 SLC35F6 SLC44A2 SLC5A9 SNCAIP STAT2 STK32C STK40 STOML1 STX5 STX8 STXBP1 STXBP2 SURF1 TAP1 TAP2 TAPBP TDRD7 TEN1 THAP4 TLK2 TMCO3 TMEM104 TMOD1 TOR3A TRAF2 TRAFD1 TRIM7 TRIT1 TSTD2 TTC12 TTC26 UBR7 UCKL1 URGCP UTP3 VPS11 VRK2 VRK3 XKR8 YIPF4 ZBTB2 ZCCHC4 ZFPL1 ZNF18 ZNF446 ZNF688 ZPR1 ZUP1 GSE22432_CONVENTIONAL_CDC_VS_PLASMACYTOID_PDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22432_CONVENTIONAL_CDC_VS_PLASMACYTOID_PDC_UP ABCG2 ABRACL ADAM17 ALOX15 ANGPTL4 ANKRD13B ARHGDIB ATAD5 ATIC ATP5MC3 ATP8B4 BAMBI BUB3 C12orf4 C19orf48P CAD CCT4 CD163 CD200R1L CD48 CDC123 CDR2 CENPQ CERS2 CHEK1 CLEC5A CLSTN1 CMKLR2 COL5A1 COPRS COPS3 COTL1 CREG2 CTPS1 CXCL3 DARS1 DDHD2 DDX39B DFFB DIAPH3 DIMT1 DIS3 DNAJC24 EEF1E1 EIF3G EIF4B EIF5A2 EMB EMC6 EMG1 EMILIN1 FAM217B FASN FGF13 FIRRE FKBP4 FNTB FOXK2 FUS GCSH GLE1 GLRX5 GSAP H2AZ1 HEATR1 HINT1 HMGCS1 HPRT1 HSPBP1 IGF1R IRF4 KIF20B KIF23 KIF2A KNTC1 KYAT3 LAIR1 LIG1 LMNA MAGOHB MANF MAP4K5 MBOAT1 MCM3 MCM4 MCM5 MDC1 METTL1 METTL16 METTL24 MORF4L2 MRPL20 MSH2 MTAP MYADM MYCBP MYO19 MYO1E NAF1 NAP1L1 NARS2 NCS1 NDUFA8 NDUFAF2 NIP7 NNT NPEPL1 NUDC NUP188 NUP37 ODF3 ORC6 OSGEP OXSM P4HB PAK1 PAK1IP1 PALD1 PAN3 PANK1 PHLDA1 PHTF2 PIGX PIN1 PITPNB PNO1 POP1 PPA2 PPAT PPIL3 PRC1 PRIM2 PRMT7 PRPF31 PRPS1 PRXL2C PSMD13 PSMG2 PTGES3 RAD54L RANBP1 RAP1A REXO2 RNF150 RPN1 RPS27L RRP15 RRP1B RRS1 RSRC1 RUVBL1 SAC3D1 SAMM50 SEC61A1 SERBP1 SETD6 SH3BP5 SLC25A17 SLC35A4 SLC5A6 SMDT1 SOWAHB SREBF2 SUCLG1 SUCLG2 TBC1D2B TCF3 TCP1 TIMM10 TIPIN TMEM109 TMX4 TNF TOMM40 TOP1MT TOP2B TOPBP1 TPGS2 TRMT1 TSEN54 TSFM TTC13 TTC21B UBE2N UBTD2 UBTF UGGT1 USP14 UTP18 VARS1 VRK1 WDR18 WDR55 XKR5 YARS1 YDJC YEATS4 ZFAND1 ZMAT3 GSE22432_MULTIPOTENT_PROGENITOR_VS_CDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22432_MULTIPOTENT_PROGENITOR_VS_CDC_DN AATF AKR7A2 ANKRD39 ARL2BP ARPC4 ATP13A3 BLVRA BORA BRWD1 BUB3 C12orf29 C12orf4 C19orf48P CAD CALU CCDC115 CCT4 CCT8 CDC25A CDR2 CEP152 CFDP1 CHTF8 CLEC5A CLSTN1 COL5A1 COTL1 CXCL3 DARS1 DDHD2 DEPDC1 DFFB DHFR DHRS13 DKC1 DNAJB8 DPY30 EEF1E1 EID1 EIF3G EMG1 EPB41L4B EXOSC7 FAM13B FAM217B FANCL FH FIGNL1 FNTB FSHB FUS FUT4 FYTTD1 GCSH GEMIN6 GLRB GLRX5 GPSM1 GSN H2AZ1 HAUS3 HDAC3 HELLS HERPUD1 HGF HINT1 HIRA HNRNPA3 HPF1 HPRT1 IL1R1 IL23A INTS13 IRF4 KBTBD8 KIF23 LAIR1 LAMTOR3 LARP7 LCP1 LIG1 LMNA LPIN3 LRRC8A LSM6 LYNX1 MAGOH MANF MAP3K20 MCM5 MDC1 MLH1 MPHOSPH10 MPHOSPH6 MPHOSPH9 MRPL50 MRTO4 MTAP MXD4 MYBPC3 MYO19 MYO1D MYO1E NAP1L1 NAP1L2 NAT10 NDUFAF2 NDUFV2 NFATC2 NIP7 NNT NOP2 NUDT15 NUDT4 NUP188 NUP37 OAT ORC6 P4HB PA2G4 PANK1 PAQR3 PBK PCNX4 PCYT2 PGM2L1 PHB2 PHLDA1 PICALM PIGX PITPNB PLEK POLD2 POMGNT1 PPM1D PRXL2C PSMG2 PTGES3 PTP4A3 PUM3 RAD17 RAD54L RANBP1 RAP1A RGS11 RHOJ RINT1 RNF150 RPP14 RRP15 RRP9 RRS1 RSL24D1 RUVBL1 SAMM50 SEC61A1 SERP1 SFPQ SGO2 SLC12A6 SLC16A1 SLC1A5 SLC20A1 SLC27A5 SLC4A3 SLC7A1 SLC7A5 SMARCA5 SMN1 SPX SQLE SREBF2 SRSF9 SUCLG1 SVIL SYPL1 TAF1A TCP1 TDP1 TIPIN TMEM25 TMX4 TNF TSFM UBE2T UBTD2 UBTF UGGT1 UTP18 VRK1 WDR46 WDR55 WDR90 WLS WNT5A YEATS4 YWHAQ ZNF330 ZNF627 ZNF692 GSE22432_MULTIPOTENT_PROGENITOR_VS_CDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22432_MULTIPOTENT_PROGENITOR_VS_CDC_UP ACAA1 ACSL1 ADCK2 ADGRV1 ADPRHL1 AKAP3 ALDH1B1 AMN1 ANXA7 AP2B1 ARFGEF1 ARID5B ASAH2 BARHL2 BCAR1 BFAR BRD2 BST2 C15orf62 CCND1 CD180 CHD4 CHMP4B CLEC4F COA5 COL4A2 CSNK1D CSRNP1 CST7 CTSO CXCR6 DCAKD DDHD1 DDX24 DENND1A DEPP1 DGKA DHTKD1 DOC2A DPF2 DPM3 DPY19L1 DRGX DSC2 DYNC1I2 DYNLRB2 EBI3 EFCAB12 ELF4 ENDOD1 F2RL1 FAM81A FAS FBXL12 FBXO7 FGF10 FHL5 FNDC4 FUT2 GALR2 GAS6 GAST GBP4 GBP7 GCH1 GEM GPC1 GPR20 GRAP GZMH HBA2 HERC3 HLA-E HLTF HOXD9 IFI27L2 IFIH1 IL12RB2 IQCK IRF9 KANK2 KCNU1 KLHL24 KRTAP15-1 LEMD2 LMO2 LRRC41 LY6D LY6E LY86 MAFK MAML1 MARK4 MIR99AHG MLKL MPP2 MX2 MXD3 MYH6 MYL3 MYOG NACAD NBEA NEGR1 NEK7 NEUROG3 NONO NPAS1 NPC2 NPEPPS NPR2 NUPR1 OS9 PACSIN3 PANK2 PBLD PCGF1 PDE11A PEBP4 PELI1 PER2 PHLDA2 PHOX2A PIEZO2 PIK3IP1 PLAAT3 PLCB1 PLCL2 PLEKHG1 PLEKHH1 PML PMP2 PNMA2 PNMA8A POU2F2 PPP1R11 PPP1R1B PROX2 PRSS58 PSME1 PSME2 RAB29 RALA RASA4 RBMS2 RBP1 REP15 RGS7 RNASEL RNF115 RPE SAMHD1 SH2D1A SLAMF8 SLC18A1 SLC26A4 SLC28A2 SLC2A4 SLC35F1 SLC6A6 SLC7A11 SLC7A8 SLFN13 SLFN5 SNRPN SPAG6 SPHK2 SPINK4 SPPL2A SSTR3 ST8SIA5 SUDS3 TAL1 TAP1 TCAF2 TENT2 TENT4A TENT5A TEX48 TFG TLR3 TM6SF2 TMOD3 TMPRSS11E TNP1 TPST1 TRAFD1 TREML2 TSPAN1 TWSG1 UBE2Z UFSP1 USP25 VWC2 WASHC4 WNT2B ZBTB24 ZNF260 ZNF76 GSE22432_MULTIPOTENT_PROGENITOR_VS_PDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22432_MULTIPOTENT_PROGENITOR_VS_PDC_DN ABHD11 ABHD4 ACAT1 ACOX1 ADSL ALDH18A1 ANKRD26 ARFGAP2 ARHGAP9 ARPC5L ATE1 ATP13A3 ATP5F1A AUNIP BAG4 BRIP1 BTBD19 BTD BUB3 BUD23 CACNG8 CAD CCNA2 CD200R1L CEBPZ CEP152 CEP44 CEP55 CGNL1 CHST11 CHTOP CLNS1A CLPTM1L DAGLB DCAF1 DCUN1D2 DDX31 DEPTOR DFFB DGKZ DPY30 DRG2 DTYMK DVL2 EIF2B1 EIF2B3 EIF3I EXOSC1 FAM120A FAM91A1 FARSA FOSL2 G2E3 GALNT3 GARS1 GAS8 GCSH GLE1 GNL3L GOLGA7 GTF2A2 HCCS HIBCH HLCS HS2ST1 HYPK IARS2 IL1RL2 IMP3 JAGN1 JAKMIP3 JKAMP KCNE3 LAIR1 LIPT2 LUC7L MANF MDH2 MEMO1 MEPCE MFSD3 MMUT MRM3 MRPL2 MRPL52 MRPS35 MTPAP MYCBP NAA10 NAA38 NCF1 NDUFAB1 NELFB NFYA NKRF NOP56 NT5DC1 NUP107 NUP58 NUP85 ORC6 OTULIN PAFAH2 PARP16 PARP2 PDE4DIP PDLIM2 PGM2L1 PHB2 PHTF2 PIGT PITPNB PITRM1 PLEKHG3 PLPP5 PMS2 POLE PPCS PPIG PPM1G PPP1R21 PPP5C PRKAB2 PRKAG2 PSMA7 PSMD1 PSMD2 RAB14 RABL3 RAD17 RAD51AP1 RAD54L RASAL2 RCC1L RCC2 RGS11 RHOBTB1 RNF150 RPAP2 RPL22 RRP9 SAMM50 SCOC SENP5 SH3PXD2B SIX4 SLC1A5 SLC20A1 SLC25A13 SLC25A3 SLC35A4 SLF1 SMCO4 SMIM15 SMIM30 SNAPC3 SNHG17 SNRPA1 SNRPB2 SNX8 SPTSSA SRP54 SRSF9 SSNA1 STK17B STRAP SUPV3L1 SUV39H2 SVIL TAFAZZIN TARS1 TATDN2 TDP1 TIMM10 TIMM13 TIMM23 TMEM199 TOM1 TRAPPC11 TRIM28 TRIM3 TRNAU1AP TTLL4 TUBGCP3 U2AF1 UBE2T UCHL5 UFL1 UST UTP4 VAPB XKR6 YEATS2 ZCCHC17 ZDHHC17 ZNF560 ZNF664 ZNF764 ZNHIT3 ZSWIM7 GSE22432_MULTIPOTENT_PROGENITOR_VS_PDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22432_MULTIPOTENT_PROGENITOR_VS_PDC_UP ABI3 ACP2 ACSL1 ADAM7 ADIPOR1 AFG3L2 AGO2 AGXT2 AKIRIN2 ANKLE2 AP3S1 ARID5B ARL4A ASAH2 ATG2A ATP2B3 B2M BCL7B C10orf120 C5 C6orf136 CCND2 CDK5RAP2 CEBPB CEP95 CHIC1 CLN8 CMPK2 CRB1 CREBL2 CRIPT CRYGB CST7 CXCR5 CXXC4 CYTH2 DAPK3 DCAF10 DCAF15 DCLRE1C DENND1A DNAH2 DNAL1 DNMT3A DOK3 DUSP10 DXO DYNC1I2 EAPP ENDOD1 EXOC6 FAM174A FAM241A FANCA FBXL12 FBXO32 FBXO7 FXYD6 GAB2 GBP4 GBX2 GIPC1 GLIPR2 GLRX GOLGA3 GOLPH3L GPR15 GTPBP2 HAND1 HLA-DOA HLA-E HLA-G HMOX1 HTR2B HTRA2 IFIH1 IFIT1B IFT172 IFT22 IL17RB IL2RA KDM4B KHNYN LEMD2 LETMD1 LRRC3 LY6E LY86 M1AP MARCHF10 MAVS MED10 MERTK MIP MOCS2 MON1A MOV10 MRPL4 MRPS18A MTARC2 MX2 NAGPA NBDY NCF4 NMT1 NOS2 NPEPPS NR1H2 NSUN4 NUB1 NUDT13 NUDT18 NUDT9 NUMBL ONECUT3 P2RX2 PANK2 PARP8 PER1 PIAS1 PLA1A PLAC8 PLBD2 POLD3 POLR3C PPCDC PPP1R11 PPP2R1A PPP2R2A PPP2R3C PRG4 PRPF38A PTMS PTTG1 RAB10 RAB11A RAB29 RABEP2 RASA4 REEP6 RGS1 RNF115 RNF181 RPS6KB2 RRBP1 RSAD2 RTP4 SCNN1B SCX SDHAF2 SEPTIN4 SERPINB8 SLAMF8 SLC6A12 SLC8B1 SPINK4 SPO11 STAT1 STK40 STX18 STXBP1 SUPT4H1 TAP1 TBC1D10C TCERG1L TDRD7 TEN1 TEX9 TFEB THAP4 THBS4 TMCO3 TMEM120A TMEM202 TNFRSF9 TOM1L2 TOR3A TOX TRAF2 TRAFD1 TREML2 TRIM41 TRIM7 TRIT1 TSC22D4 TSTD2 UBE2R2 UBTD1 UCKL1 VPS11 WFIKKN2 WNT3A XAB2 XKR8 ZC2HC1A ZC3H6 ZNF18 ZNF264 ZNF688 ZUP1 GSE22432_MULTIPOTENT_VS_COMMON_DC_PROGENITOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22432_MULTIPOTENT_VS_COMMON_DC_PROGENITOR_DN ABCB1 ACACB ACADL ACOX3 ADAM33 ADD2 ADPRH AHI1 ALKBH4 AMN1 AP2B1 APMAP ARHGEF3 ARMCX6 ASB6 ATF3 ATP8A2 B4GALT5 BBX BCKDHB BFAR BICRA BMPER BOLL BRI3 BST2 BTG4 CA13 CASP3 CCT8L2 CD180 CD86 CELA3B CENPL CFAP126 CLCN7 CLEC4E CLVS2 CNP COA5 COG4 COL4A2 CPNE3 CRYL1 CSNK1D CXCR6 DBNL DCBLD2 DDX6 DENND1A DGKA DHTKD1 EFCAB12 ELL3 EPHA6 EXOC7 FAM193B FANCA FBXL15 FBXO32 FBXO7 FNDC1 FXYD2 GAB2 GPC1 GRINA GTPBP1 GYPC HERC6 HGD HIF1A HLTF HMGN3 HOMER1 HSPA4L IL12RB2 IL13RA2 INSM2 INTS9 IQGAP2 IRF7 JAK1 KATNB1 KCNS2 KCNV1 KIF9 KRTAP4-7 LDLRAD4 LEPROTL1 LMBRD1 LRP10 LY86 LYRM1 MAP4K2 MAPKAP1 MEN1 MFSD1 MICU2 MINPP1 MISP MTUS1 NEK7 NPC2 NUAK2 NUDT13 PANK2 PARP8 PBLD PER1 PER2 PIK3CB PIK3CD PLCL2 PLEKHH1 PLEKHM2 PML PNMA8A PPCDC PPP2R5A PRDX2 PRKD2 PRSS23 PRSS58 PSMA4 PSME1 PTCRA PTPN6 R3HCC1L RAB19 RAB9A RALA RBM43 RBMS2 RGL1 RIGI RNF114 RNF31 RNF4 ROBO3 RPE SASS6 SCARB2 SELENOM SELENOW SLAMF6 SLAMF8 SLAMF9 SLC28A2 SLC35F6 SLC6A6 SLC7A8 SLFN12 SMPDL3B SNRNP35 SOCS1 SPTLC2 SRPX ST14 ST6GALNAC4 STAT1 STX4 STX8 SUDS3 TAP2 TAX1BP1 TBC1D17 TET3 TFG TLR3 TMEM51 TMEM67 TMOD3 TMPRSS15 TNFSF10 TNFSF8 TPD52L1 TRPM1 TSPAN1 TSPAN11 TSPAN13 TSPO TTC1 UBC UBE2Z UBL7 UBTD1 UBTFL1 USB1 USP18 USP8 UTY WNK2 ZBTB10 ZBTB2 ZBTB24 ZC3H10 ZMYND12 ZNF260 ZNF473 ZPR1 GSE22432_MULTIPOTENT_VS_COMMON_DC_PROGENITOR_UNTREATED_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22432_MULTIPOTENT_VS_COMMON_DC_PROGENITOR_UNTREATED_DN AARS1 ABHD11 ACER3 AFG3L2 ALG8 APRT ATL3 ATP13A1 ATP5MC1 ATXN7L3 AZIN1 BACH1 BAG5 BFAR BOP1 BTBD19 BZW2 C19orf25 C19orf48P C5orf15 C7orf25 CALU CAMSAP1 CBFB CC2D1B CCT4 CDC16 CDV3 CENPC CEP83 CHAC2 CHD4 CINP CMTR2 CSTF1 CTNNA1 CTSZ CTU1 CXCL10 DARS1 DBF4 DDX10 DDX49 DDX51 DDX56 DNAJA2 DNAJC16 DNMT3B DOHH DPH2 DPM2 DUSP4 ECE2 EEA1 EIF2B5 EIF4E ERH EXOC2 FAM162A FAM50A FBL FDFT1 FNBP1 FPGS FXYD5 GEMIN5 GFER GLRX5 GPN1 GSTT2 GUK1 HARS1 HIRIP3 HIVEP3 HMGB3 HNRNPDL HYCC1 IDI1 IL10 IL1R2 ILDR1 INO80 INTS14 INTS15 IPPK ISYNA1 JADE3 JAGN1 KDSR KICS2 KRAS LETM1 LSM6 MAGOH MAP2K3 MARCKSL1 MCRIP2 METAP2 MFSD2B MNT MORF4L2 MRGBP MRPL15 MRPL46 MRPL55 MSMO1 MTFR2 MYB MYBBP1A NAA20 NDUFB4 NFX1 NIP7 NOC4L NOL11 NOP16 NSMCE2 NUDC NUP107 ORC2 OSGIN2 OTUD4 OVCA2 PCNA PDIK1L PEX11A PFDN4 PGAM5 PHB2 PIAS2 PIGM PIGY PIN1 PNPO POGLUT1 POLR1E POLR3G POP1 PPAT PPFIA1 PRDM1 PRKX PRMT7 PRPF19 PSMG2 PTCD3 PTDSS1 PTGES2 PURA PWP2 RASGEF1B RBIS RBM15B RBM19 RCE1 REV1 RIOX2 RIPK2 RNF126 RRN3 RSL1D1 RSL24D1 RTN4RL1 RUVBL2 RWDD4 SEH1L SF3A3 SHMT2 SLC19A2 SLC25A6 SMCR8 SNHG7 SNRPB2 SRSF3 STX11 SUB1 TBL3 TELO2 TFE3 TLCD1 TMBIM1 TMEM170B TMEM177 TNIP2 TPD52L2 TRAF4 TRIM37 TSEN54 TSR1 TUSC2 UBE2G1 UBXN2A USP22 UTP11 UTP15 UTP25 YES1 ZC3H15 ZNF106 ZZZ3 GSE22432_MULTIPOTENT_VS_COMMON_DC_PROGENITOR_UNTREATED_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22432_MULTIPOTENT_VS_COMMON_DC_PROGENITOR_UNTREATED_UP AAMP AARS1 ABCC4 ABHD11 ACBD6 ACOT7 ADSS2 AHCYL1 AHR AP1AR AP1G1 APRT ATP23 ATP6V1C1 BABAM2 BAG1 BBS12 BMI1 BUB3 C17orf80 C1QBP C5orf15 C7orf25 CAD CAPSL CCDC90B CEBPG CHAC2 CHAMP1 CHCHD4 CHML CISD2 CLPX CMTR2 CNOT9 COQ3 COQ4 CRELD2 CUL2 CXCL10 DARS1 DDX1 DDX51 DNMT3B DOHH EGR2 EIF4A3 EIF4E EIF5A2 EIF5B EPRS1 ERH ETF1 EXOSC1 EXOSC5 FEM1B GARS1 GEMIN5 GEMIN6 GFER GGH GLRX5 GNPNAT1 GPN1 GRN GTF2F2 GTF2H2 HMBS HSPA4 IARS1 IL4I1 ILF3 IMMT IMP4 JADE3 JAGN1 KICS2 KLHDC4 LCMT2 LIG3 LONRF1 LRRC59 MDH2 MMGT1 MRPL15 MRPL35 MRPL47 MTHFD2 NAA15 NAA20 NAF1 NARS1 NARS2 NDUFAF4 NDUFS5 NIP7 NLE1 NOB1 NOL11 NOL12 NOP16 NOP2 NOP56 NPM1 NUDC NUP107 NUP205 NUP35 NUP43 NUP54 NUTF2 NVL ODC1 PCMT1 PCNA PDIA6 PDSS1 PGAM1 PHB1 PHF10 PHGDH PIGL PIN1 PIN4 PLPP1 PMPCB POGLUT2 POLD2 POLE4 POP1 PPIF PPP1R14B PPP1R7 PRDX3 PRELID3B PREP PSMB6 PSMG2 PSMG4 PTPN2 QTRT1 RBM17 REXO2 RPN2 RPP30 RPP40 RPS19BP1 RRP8 RRS1 RWDD2B RWDD4 SENP3 SERPINB2 SET SF3A3 SHMT2 SIGMAR1 SLC25A33 SLC25A39 SLC25A6 SLC7A5 SMYD5 SPCS1 SPCS3 SPP1 SRM SRSF3 STUB1 STX6 SURF2 TAF10 TANC2 TARS1 TBL3 TEFM TMEM160 TMEM80 TMEM97 TPD52L2 TRIP13 TRMT10C TRNAU1AP TSNAX TSR1 TSR2 TUBB4B TUBB6 UBXN8 UQCR11 UTP11 UTP15 WDR3 WDR36 WDR73 YARS1 YBX1 ZBTB1 ZMPSTE24 ZNF22 ZPR1 GSE22432_MULTIPOTENT_VS_COMMON_DC_PROGENITOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22432_MULTIPOTENT_VS_COMMON_DC_PROGENITOR_UP ALDH3A1 ALG5 ATF5 ATP5F1A ATRN ATXN3 BCAP29 BICC1 BUB3 BUD23 C11orf24 C12orf4 C1D C2orf76 C5orf24 CACNA1F CCDC47 CCNA2 CD5 CEBPZ CELF5 CEP170B CEP55 CHST11 CIAO3 CLNS1A CLPTM1L CMPK1 CNGB3 COPS7A COQ9 CORO1C DAGLB DCTPP1 DDX18 DDX19B DDX20 DEPTOR DHX29 DLEU7 DPY30 E2F7 EIF2B1 EIF2B5 EIF3I EMG1 EPPK1 EXOC2 EXOSC1 FADS6 FBXL6 FOXK2 FYTTD1 GARS1 GAS8 GCAT GCSH GFM1 GLE1 GNAI3 GNPAT GOLGA7 GPR89B H2AZ1 HACD1 HCCS HEATR1 HYPK IL1RL2 IMMT INPP5D IPMK IRF4 JAGN1 KCNK7 KDM2B KDM4D KIF13A KIF20B KNL1 KNTC1 LALBA LBR LCLAT1 LIPT1 LPL LRRC59 LTV1 MANBA MANF MEMO1 MOB3B MPHOSPH10 MPP3 MRPL15 MRPS31 MRPS9 MTX2 MXD4 MYADM MYLK4 MYO7A NAA38 NDUFA13 NDUFAF2 NDUFB10 NDUFS6 NFU1 NHP2 NIP7 NOP10 NPM3 NUP133 NUP85 OPN1SW P4HB PDE4DIP PHF10 PHTF2 PIGY PKM PLPP5 POP5 POPDC3 PPCS PPIA PPM1G PRADC1 PRIM1 PRIM2 PRKCI PSMA1 PSMD1 PTGER2 PUM3 PYCR2 RAB14 RAD17 RAD51AP1 RAP1GDS1 RAPGEF5 RBM28 RBM34 RCC1 RCC2 RGMA RIF1 RNPS1 RP9 RPAP2 RPL10 RPS6KA3 RRN3 SBK1 SDR39U1 SEPTIN7 SET SGK2 SH3PXD2B SIRPA SKIC8 SLC25A17 SLC35A4 SLC36A1 SLC36A4 SLC39A14 SLC4A7 SOCS6 SPRY3 STRAP STRBP TARS1 TARS2 TATDN2 TCOF1 TDP1 TFB1M TFB2M TIMM10 TM6SF1 TOP1MT TPM2 TSEN2 TSPY1 TYSND1 UBE2T UBFD1 UCHL5 USP36 UTP4 VAPB WASHC2A WDR12 WDR76 XRCC6 ZCCHC10 ZMPSTE24 ZSWIM7 ZWILCH GSE22432_PDC_VS_TGFB1_TREATEDCOMMON_DC_PROGENITOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22432_PDC_VS_TGFB1_TREATEDCOMMON_DC_PROGENITOR_DN ABCA3 ABHD16A ABI1 ABTB1 ACAP1 ADAMTS10 ADCK2 AGO4 ALDH2 AP1S2 AP2A2 APOBEC1 APPL2 ARAP2 ARHGAP15 ARHGAP18 ARHGAP25 ARHGAP6 ARSK ATF3 ATF7IP BBS2 BNIP3L BTG2 BTK C11orf68 C12orf57 C16orf54 C19orf12 CARNS1 CASP8 CCDC117 CCM2 CCRL2 CD36 CD40 CD82 CDC42EP3 CDK2AP2 CDKN1B CEP128 CERS4 CFP CHCHD10 CHST11 CIITA CKLF CLIC1 CMTM7 COBLL1 COMMD8 COTL1 CPM CREB3L2 CTDSP2 CTSW CYP4V2 DCLK2 DDIT3 DENND1C DNAH8 DUSP5 E2F2 EDARADD EEIG1 EZR FEM1C FERMT3 FLI1 FMNL3 FRAT2 FTX GAB3 GAD1 GALNT12 GNA15 GOLM1 GPD2 GRAMD2B H2AC25 HMCES IFIT3 IFT140 IFT172 IKBKG IL10RA ING4 INO80D INVS IRF7 ITGB7 ITIH5 ITM2B ITPKB JAK1 JMJD1C KIDINS220 KLF3 LBR LCORL LCP2 LGALS3BP LRRK1 LYST MALT1 MAP2K1 MAPK14 MIDEAS MKNK2 MLXIP MPP1 MSH3 MYL11 MYO18A NDST1 NEDD9 NFAM1 NHLRC3 OAS2 OTUB2 PDE4B PGM2L1 PHC3 PIGV PIK3CA PIK3CD PIK3R1 PIP4K2A PLAC8 PML PPCDC PPP1R12A PPP1R21 PPP1R3C PPP3CC PRKACB PRKCG PTPN6 RAB39A RABAC1 RAPGEF4 RCHY1 RCOR3 RELCH REV3L RFLNB RFX3 RHOQ RNF114 RRM2B SASH3 SDHAF2 SESN3 SH3BGRL3 SH3PXD2A SIGIRR SLAIN1 SLC25A24 SLC28A2 SLC44A2 SMC6 SMIM14 SNX14 SNX29 SOCS3 SRI STING1 STK26 STX7 TAP1 TBC1D10C TCIRG1 TGFBR2 TMEM245 TMEM26 TMEM31 TMEM64 TMUB2 TNK2 TOR4A TP53INP1 TPST2 TRAF5 TRIM21 TRIM24 TRIM33 TRIM56 TSPAN13 TTC7A TTLL1 TUG1 UBLCP1 UCKL1 ULK2 UNC119 YPEL2 ZMYND8 ZNF18 ZNF236 ZNF592 GSE22432_PDC_VS_TGFB1_TREATEDCOMMON_DC_PROGENITOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22432_PDC_VS_TGFB1_TREATEDCOMMON_DC_PROGENITOR_UP ABHD11 ACBD6 ADM ADO AFG3L2 AHCYL1 AHSA1 AKR1B1 ALAS1 ALKBH2 ARHGAP23 ARL5A ARL6 ARV1 ATF2 ATP5MF ATP6V1B2 BCL7C BLMH BTAF1 BTG3 C19orf25 C6orf136 C9orf64 CAPRIN1 CCDC90B CD2BP2 CHCHD1 CLPX CMTR2 CNOT9 COG2 COX6B1 CSNK2B CUL2 CYB561D2 DDX31 DHX15 DHX37 DNMT3L DPP9 DYNC2I2 ECHDC1 EED EIF4E EIF5A2 ELOC ELP3 ETFA EWSR1 EXOSC6 FAM72A FASTKD2 FKBPL FOCAD GET3 GFER GGH GLMN GLRX5 GTF2F2 GTPBP3 HARS1 HBS1L HSD17B10 IL4I1 INTS15 IPPK JADE3 JOSD2 JPT2 KHDRBS1 KLHDC4 KYAT3 LCMT2 LIG3 LIPT1 LMOD3 LRRC59 LSM6 MACROD1 MAFG MAP2K4 MCM5 MCM8 MDH1 MED17 MED8 MEMO1 MICOS13 MMGT1 MPHOSPH6 MRPL19 MRPL34 MRPL44 MRPL52 MRPS6 MTX2 NAA15 NCBP2AS2 NDUFA2 NDUFS1 NDUFS2 NDUFS5 NDUFV1 NEDD8 NLE1 NPM1 NSUN2 NUP107 NUP155 NUP205 NUP35 NUTF2 ORAI1 P4HA1 P4HB PAICS PARS2 PBDC1 PCBP2 PCCB PCMT1 PCNA PEX10 PEX7 PGAM5 PHF5A PHGDH PIGY PIH1D1 PIN1 POGLUT2 POLR1E POLR2E POP7 PPA2 PPAT PPP1R14B PRDX2 PRORP PTGES3 PWP2 PWWP2A RAB23 RAP1A RBIS RBM17 RCC1L RCE1 RFC4 RGS10 RNPS1 RPSA RSL1D1 RWDD4 SAR1B SF3A2 SH2D2A SLC16A1 SLC25A6 SLC7A1 SLC7A5 SNAI3 SNF8 SNRPB SNX12 SRFBP1 SRSF3 SUB1 SUCLA2 SUPT6H TAF2 TCF4 TEN1 TFDP1 TIMM13 TIMM17B TIMM44 TMED7 TMEM216 TMEM69 TPD52L2 TRA2B TRMT10C TUBB TUBB4B TXLNA TXNDC17 UBE2J2 USP40 UTP25 VCPKMT WDR83 YARS1 ZC3H15 ZNF202 ZNF566 ZNF585A GSE22432_UNTREATED_VS_TGFB1_TREATED_COMMON_DC_PROGENITOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22432_UNTREATED_VS_TGFB1_TREATED_COMMON_DC_PROGENITOR_DN ABCA7 ACADSB ACP1 ACTG1 ACTR8 AFF3 AFG1L ANKMY2 ANP32A APOBEC3B ARHGAP6 ARID4A ASB1 ATG101 ATP11C AURKB BBS9 BCKDHB BCL9L BFSP2 BIRC3 BTG2 BTLA C16orf54 C19orf12 CASP7 CCDC181 CCNG1 CCPG1 CD1D CD81 CDC42SE2 CDS2 CENPU CFAP68 CIB1 CISD3 CKLF CNRIP1 COPG2 CORO1B CPNE6 CSAD CSRP2 CTBS CYP4F3 CYP4V2 CYTH4 DCAF17 DCLK2 DCTN5 DENND1C DEXI DHRS7 DHX57 DLG3 DNAJB4 DOK3 DPYSL2 ECH1 EHHADH EMID1 FAM107B FAM117A FAM3A FANCA FBH1 FCSK FERMT3 FES FUNDC1 GBP2 GCFC2 GCNT1 GDAP2 GIMAP4 GLG1 GMNN GPX4 HAUS5 HCLS1 HELZ HERC2 HIBADH HIGD2A HIP1R HPS3 IAH1 IFT27 IKBIP INPP1 INSL6 INVS ITGAL ITM2B KDM7A KLHL25 LCA5 LMAN2L MAN2B1 MAPK11 MARF1 MFSD14B MGAT4A MPND MTA3 MYO18A NARF NAT1 NEDD4 NFYA NID1 NOD1 NOXRED1 NRDC NUDT16 OAS1 OGA OTUB2 OTUD5 PARD6A PDCD4 PDE4B PHYHD1 PIK3CD PIK3R1 PLAAT3 PNKP POU2F2 PPCDC PPP1R12A PPP1R21 PPP3CC PREX1 PRIM2 PRKACA PRKAG1 PRKCB PRR14 PSMB10 PTPN6 PXK RAB39A RALGPS2 RASSF3 RCHY1 RDH12 RECQL5 RFC5 RFLNB RGS18 RMDN1 RNF145 S1PR1 SCNM1 SDHA SDHAF2 SELENOO SELP SGPP1 SH3PXD2A SIDT1 SIGIRR SIK1 SIKE1 SLC25A12 SLC28A2 SMIM19 SMIM20 SPICE1 SPNS2 SPNS3 SQOR SRGAP2 STING1 SUOX TAP2 TBC1D9B TBXA2R TDRD7 TEDC1 TEX9 TMED3 TMEM268 TMEM64 TMEM9 TNFRSF13B TNS3 TOB1 TREML2 TSNAXIP1 TTC30B TUT7 UBE2D1 UGP2 UNC13D ZBTB24 ZMYM3 ZNF236 ZRANB3 GSE22432_UNTREATED_VS_TGFB1_TREATED_COMMON_DC_PROGENITOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22432_UNTREATED_VS_TGFB1_TREATED_COMMON_DC_PROGENITOR_UP ACOX3 ACP2 ADAM33 ADGRV1 ADIPOR1 AFMID ANKRD23 APOBEC1 APPL2 ASB6 ATG2A BAIAP2 BBS2 BST2 C14orf180 C3orf38 CCNI CCT8L2 CD86 CDC34 CEP95 CFAP210 CHIC1 CLN8 CLPX CNNM2 CNP COPS4 CRH CXXC5 DAPK3 DENND1A DNAH2 DNMT3A DPEP1 DPYSL2 DUSP10 DXO EAF2 EAPP EIF4A2 ELMOD3 ENPP4 EXOC6 EXOC7 FANCA FBXO7 FKBPL FLT4 FLYWCH1 FOXK1 GAB2 GATAD2B GKAP1 GLA GNB3 GOLPH3L GORASP1 GPR15 GRM5 GTDC1 GTPBP2 H2BC3 HLA-G HOOK2 HPDL HPSE HTR2B IFT22 IL12RB1 INHBE IQUB IRF7 IRGC KBTBD3 KNOP1 LEPROTL1 LGALS3BP LIMK2 LOXL3 LRP4 LY86 LYRM1 MAD2L1BP MAP4K2 MAPK7 MAPKAP1 MIP MISP MMP2 MNT MOCS2 MRPL47 MTARC2 NBDY NBR1 NCF4 NHLRC1 NRBF2 NSRP1 NTS NUAK2 NUDT13 OAS3 P4HA2 PABIR2 PANK2 PARP8 PCED1B PDE7B PDGFRL PDLIM4 PENK PER1 PEX16 PGM1 PHOSPHO2 PLIN3 PRKD2 PRPF38A PTDSS2 PTTG1 PWWP2B RAB11A RAB13 RANBP9 RDM1 REEP1 RGS1 RIGI RLBP1 RNF31 RRBP1 SCARB2 SCFD1 SELENOW SELPLG SLAMF6 SLAMF8 SLC25A19 SLC26A11 SLC6A12 SLC6A19 SPHK1 SPSB3 STK40 STOML1 STX18 STX4 STX8 STXBP1 STXBP2 SUMF1 SUPT4H1 SURF1 SYMPK TAB1 TAF5L TAF8 TBC1D10C TCAIM TCIRG1 TEN1 THAP4 TLR1 TMBIM4 TMCO3 TMEM120A TMEM202 TMEM216 TMEM39B TMUB2 TNFRSF9 TOM1L2 TPGS1 TRIM41 TRIM7 TRIT1 TSPO TSPOAP1 TSTD2 TTC12 TTC26 UBAC2 UBC UBL7 UBR7 UBTD1 UTP3 VEGFA WDR25 WIPI2 YJU2 ZBP1 ZBTB43 ZC3H6 ZNF32 ZNF414 ZNF704 ZNHIT2 GSE22443_IL2_VS_IL12_TREATED_ACT_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22443_IL2_VS_IL12_TREATED_ACT_CD8_TCELL_DN ABCF2 ADCYAP1R1 ADK ADPRH ADRA2A AHCY ANGPTL4 ANXA3 ARHGDIA ASAH1 ATP7A AURKA AURKB BCL2L11 BCL7C C19orf12 CACUL1 CAPZB CCL22 CCR2 CD53 CD83 CD9 CDC25C CDC45 CDK2 CDK9 CENPV CEP250 CERK CHRAC1 CIAO2A CKS1B CKS2 CLCC1 CLDN8 CLVS1 CNOT3 COPS5 CSF1R CWC15 CXCR4 CYTIP DAGLB DCLRE1A DCTN5 DEF8 DNAJC5 DNMT1 EIF2AK4 ELOA EXOSC10 EXT1 EXTL3 F2RL2 FADS1 FANCM FAU FCHO1 FCRLA FEN1 FH FKBP1B FRG1 GALC GLI1 GNG10 GNG3 GNS GPD2 GRN GUSB HIGD2A HINT1 HLA-DMA HMBOX1 HNF1B HTR1A IFNGR1 IMP4 ITGB5 KCMF1 KCNAB2 KDM1A KDR KIF1A KIF22 KIFC1 LATS2 LCK LCP1 LDAH LGALS3 LIMD1 LSM2 MACROH2A1 MBP MBTPS1 MECP2 MNS1 MRPL33 MRPL36 MRPL52 MRPS36 MX2 MYBL2 NAA35 NAGA NCAPH NCBP1 NDRG1 NHERF2 NNT NOP10 NRP1 NTPCR NUDT9 OLFM1 PADI2 PDE6G PDGFB PIK3CD PLP2 POLD2 POLE2 POLR1H PPARD PPIH PPP1R12C PPP1R14B PPP1R21 PPT2 PRIM1 PRIM2 PRKCB PRKCD PRR5 PSMB9 RACGAP1 RAD51AP1 RAD54L RAI1 RALA RASL11B REXO2 RFC1 RING1 RPA1 RPL15 RPS11 RPS15A RPS19 RPS3 RPS8 RPSA RPUSD4 RRM1 RUFY1 RYR1 SCARB1 SEC14L1 SELENOW SELL SF3A1 SFPQ SHC1 SMAP2 SMYD1 SNX12 SPATA13 SPI1 ST3GAL5 STAG1 STK10 SYNGR2 TACC3 TCF19 TCF3 TCP1 TEX261 THOC3 THRAP3 TINF2 TMEM268 TRAF1 TRIM27 TSN TUBB TWF2 UBAC2 UCHL5 UGGT1 UGT8 UNC93B1 VIPAS39 VPS25 VPS26B WAS WDR82 XPO7 GSE22443_IL2_VS_IL12_TREATED_ACT_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22443_IL2_VS_IL12_TREATED_ACT_CD8_TCELL_UP AATK ABHD16A ACY3 ADGRF5 AIFM3 AKAP5 ALDH7A1 AQP6 ASCL2 ATCAY AUTS2 B3GALT1 BBS7 BCL2L14 BNIP5 BRD8 C14orf28 C17orf80 C17orf97 C1orf54 C4orf36 CALY CAPN11 CAPN3 CASR CBX6 CCR4 CD46 CENPB CFAP36 CHGB CHRDL2 CLCNKB CLDN14 CLDN16 CRYGS CXCL13 CYP11B2 DAB1 DAGLA DBNDD2 DCLRE1A DMAC2 DMC1 DNAAF4 DYRK3 EFNA4 EGFR EML1 ENSG00000286190 EXOSC2 EXOSC5 FAM234B FAM83F FHIP1A FKBP6 FOLR1 FOXD2 FOXJ1 FSTL5 FUT1 GALNT10 GCM1 GFPT2 GJB5 GJC2 GSTZ1 HACL1 HCFC2 HOOK2 HOXD11 HPDL HRG HSF2BP IFNB1 IL4R KCNF1 KERA KHDC3L KIF6 KRT20 KRT27 KRT36 KRTAP4-3 KSR1 LAMA1 LAP3 LIFR LIPF LMF2 LOXL1 LRRN3 LYZL4 LYZL6 MAD1L1 MAN1C1 MAP2 MATN3 MFN2 MND1 MOGAT1 MPV17L2 MRPL46 MRPS22 MTMR2 NCAPH2 NETO1 NFKBIL1 NKD1 NKPD1 NOL3 NR1H3 NR2E3 NRGN NTRK1 NUP188 OTUD7A P2RX3 PAQR6 PEX5 PI4KB PIGK PIGP PIGR PIP5KL1 PMP2 PPP4R4 PRELP PRTN3 PSMF1 PTCH1 PTGES2 PTPN5 RAB11FIP3 RAG2 REXO4 RFC1 RGL1 RHOBTB3 RNASEH2C RNF126 RNF208 RRP12 RTKN2 RWDD2A SDCCAG8 SEPHS1 SFRP4 SHC2 SHFL SKA1 SLC26A5 SLC35F2 SLC38A7 SLC4A11 SLC7A14 SLFN13 SMAD9 SSBP4 ST6GALNAC6 STAC STRBP SUDS3 SYCE1L TACR1 TAF3 TBX5 TCEA2 TCL1A TEX101 TEX261 TEX29 TMEM102 TMEM130 TMEM131L TMEM252 TMEM44 TMEM52 TMEM91 TMPRSS4 TNFAIP8L1 TNNI3K TRH TRIM42 TRIM71 TRMT1 TRMT9B TTI2 UGT2B10 UPB1 USP9Y VAMP1 VPS8 WFDC5 XRCC5 ZNF48 ZNF565 ZNF750 ZP1 GSE22443_NAIVE_VS_ACT_AND_IL12_TREATED_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22443_NAIVE_VS_ACT_AND_IL12_TREATED_CD8_TCELL_DN ABCC3 ACAD8 ACER2 ACTC1 AGO3 AGPS ALG14 ALS2 ALX1 AMMECR1L ANKRD34A APIP APPBP2 ASNS ATF3 ATP1B3 ATXN1 AVEN B4GALT7 BCAP29 BCAS1 BDKRB2 BDP1 BICD2 BTD C21orf91 C2orf88 C3orf22 CAPN9 CARNMT1 CCDC171 CCDC32 CCNO CD80 CDK9 CENPU CEP128 CEP57L1 CERCAM CGAS CHCHD2 CHIC2 CKAP2L CLASP1 CLIC4 CLP1 CLTC CLVS2 CMTR1 COQ3 CSMD1 CUL3 CYP2C8 CYP4A11 CYP7A1 DACH1 DCAF17 DCTN5 DDX20 DDX39A DISP1 DNAJB4 DNAJC12 DNAJC24 DOP1A DRGX EEPD1 EGLN3 EIF2B3 EIF2B5 EIF3B EIF4A1 ELN ERP27 EXOSC8 FAM120C FAM53B FSCN3 GABARAPL1 GALNTL5 GCAT GCNT2 GHSR GNGT1 GNPDA2 GRPEL1 GTF2F2 GTF2H1 GUCY2C HDHD3 HNRNPM IL10 IL12RB1 IL1RL1 IMP4 KCNE3 KIF5B KIRREL3 KRT4 LCOR LINC00301 LRRC59 LYPLA2 LYRM9 MAB21L3 MAPRE1 MDH2 MED7 MFSD12 MMP3 MORC2 MRAS MRPS30 MYO3B MYORG NAA50 NDUFA12 NDUFAF8 NEU2 NEURL1 NUCB1 NUDCD1 NUDT3 NUP43 NUPR2 OAZ2 OR4E2 P2RY14 PAFAH1B1 PAK1IP1 PAPPA2 PCCB PCDHB3 PDE4D PGM5 PIGH PKD2L2 PLAG1 POLR3A PPP2R5E PRKACA PSEN1 PTPRM QRICH1 RAB1A RALYL RBL1 RBM25 RGMA RGS13 RHBDL2 RIPOR2 RPAP3 RPN1 RTL5 SBDS SDR42E1 SEC24D SERPINB11 SGK1 SGTA SHCBP1L SIPA1L1 SLC1A4 SLX4IP SPART SPEN-AS1 SRRM1 SSPN ST13 ST18 SYT12 TAF1B TAF9 TAL1 TIPRL TMED5 TMEM161B TMEM181 TMEM248 TMEM97 TNFAIP6 TOP3B TOX3 TRAT1 TRIM66 TRIO U2SURP UMODL1 USP37 VWA3A VWC2 WDR45B WNT5A XIST XPNPEP3 XYLB YTHDF2 ZCCHC2 ZNF18 GSE22443_NAIVE_VS_ACT_AND_IL12_TREATED_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22443_NAIVE_VS_ACT_AND_IL12_TREATED_CD8_TCELL_UP ABCF2 ACP2 ACSS1 ADCY4 ADGRG3 ADISSP AMACR ANKRD13A AP1M1 APEX1 APRT ARHGAP39 ARPC2 ARRB1 ASF1B ASIP ATG7 ATXN7L3 AURKB AXL BCL7B BSG BTK BZW2 C1QTNF12 CCDC93 CCL2 CD48 CDK9 CDV3 CENPA CENPV CERK CERS2 CFP CLPB CLPX CMC2 COQ5 CORO1C CSF1R CSTF3 CTDSP2 CYBC1 D2HGDH DHRS3 DIP2B DNMT1 E2F1 EEPD1 EIF2AK1 EIF2AK4 ENG EPB41L2 EPB42 EPN1 EVL FAU FES FGGY FGR FH FICD FLI1 FMNL1 FRRS1 GABPA GATA1 GLMP GNA12 GNS GRN GUCY2D GZMM HINT1 HMOX2 HNF1B HS1BP3 IDH2 IDH3A IDH3G IKZF1 IMPA2 INPP4A KLF2 LAGE3 LEFTY1 LGI4 LIPA LMAN2 LMO4 LRIG1 LRPPRC LSM3 LY9 MECR MGAT1 MITF MKNK1 MME MPP1 MR1 MROH1 MRPL39 MRPL41 MSRB1 MXI1 MYD88 NCAPH NCBP2AS2 NCKAP1L NME1 NOP10 NPY1R NR1H3 NUDT9 OR2H1 OXCT1 PDXK PECAM1 PFDN1 PFDN5 PHF23 PHRF1 PIK3CD PIK3R1 PINK1 PIP4K2A PLD3 PLEKHO1 PLOD3 POU2F2 PPIH PPP3CB PRKCD PTPRE RAB34 RCC1 RFC4 RGL1 RING1 RNF26 RPL39L RPS6KA4 RPUSD4 RRBP1 RXRA SH3GL1 SIRPA SIRT2 SKI SLC22A17 SLC3A2 SLC44A2 SLC7A8 SMAP2 SMARCD1 SMC3 SND1 SOX5 SPNS1 SRPK3 SRPX ST6GALNAC4 STAB1 STAG1 STK10 SYT3 TBP TBX6 TCF3 TENM1 TEX9 TFEB THRA TLN1 TLR6 TMEM141 TMEM97 TNPO2 TOM1 TOP2A TOPBP1 TRIM41 TRIP13 TSEN15 TSEN34 TTF1 TUB UGT8 UPF2 USF2 USP29 USP38 WDR46 XPO7 XPOT ZDHHC14 ZEB1 ZFP28 GSE22443_NAIVE_VS_ACT_AND_IL2_TREATED_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22443_NAIVE_VS_ACT_AND_IL2_TREATED_CD8_TCELL_DN ABCC2 ABCC8 ABCD3 ACHE ACOT2 ACTC1 ACYP2 ADPRM AGRN ALDH1A3 ALKBH5 AMOT ANGPT2 ANKH ANKRD1 ARHGEF28 ASNS BCKDHB BEX4 BIRC2 BLK BMP1 BMX BPIFA2 BTBD3 C16orf74 C19orf48P C2 C3 C4BPA CALB1 CALB2 CALML5 CAPN5 CCDC80 CDC42EP4 CDH9 CDR2 CDS2 CEBPB CFTR CH25H CMTM8 CNN3 COL14A1 COL18A1 COL4A1 COL6A3 COPRS COPZ2 CPD CPXM2 CRYAA CRYGS CRYL1 CSF2 CST8 CTPS2 CTSF CTSV CXCL3 CYB561 CYP1A2 CYP24A1 CYSTM1 DAO DDR1 DENND2B DLG3 DLL1 DMBT1 DNAJB4 DTX1 DUSP16 ECHS1 EDN1 ELF3 ELN ELOVL6 ENO2 ENTPD2 EPYC ERRFI1 F11R FAM83G FAM83H FHL1 FN1 FOSB FZD3 GAS1 GC GJA1 GRPEL2 GSTM3 H19 HADH HBB HDLBP HEBP1 HEY1 HMOX1 HP IAPP ID3 IFITM3 IFT81 IGFALS IKBKE IL12A IL9 ING1 INHBB ITGB4 ITIH4 KDM3A KHDC1L KRT12 KRT18 KRT86 LAMC2 LBP LMAN1 LTBP4 LXN MAL MEIS1 MGST1 MLF1 MST1R MT1E MTNR1A MTTP MYCN MYH14 MYO5B NAV2 NCKAP1 NES OCM2 P4HA2 PAPSS1 PAWR PAX1 PAX9 PDGFRB PENK PFKM PIGR PKP1 PLEKHA7 PMP22 POU2F3 PPL PREPL PROM1 PTGES PTH RHBDL3 RNF6 S100A1 SAMD10 SEC61A2 SELE SEMA3F SEPTIN4 SERPINB1 SEZ6 SFN SH3YL1 SIX1 SLC10A6 SLC1A1 SLC22A17 SLC25A25 SLC25A51 SLC38A4 SLC51A SLC5A1 SMPDL3A SPRYD7 SPTBN2 SYT11 TEK TGFB3 TMEM30B TMEM43 TNFRSF9 TNNI1 TRIM13 TRO TSC22D1 TSPAN6 USP2 VOPP1 WNT11 ZFPM1 ZFR2 ZG16 ZNF35 GSE22443_NAIVE_VS_ACT_AND_IL2_TREATED_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22443_NAIVE_VS_ACT_AND_IL2_TREATED_CD8_TCELL_UP ACAD9 ADCY8 ADH1C ADPRM AGT AHCYL1 ALDH1A3 ALOX12B AMBP AMOT APOA4 APOD ARHGEF28 ARL6 ASNS ASPRV1 B4GALNT2 BPIFA2 BPIFB1 BTBD3 BTG2 C4BPA C6orf136 CA8 CACNA1S CALML4 CALML5 CCL17 CCR7 CDR2 CIDEB CIDEC CISD1 CKMT1B CLDN1 CLU CMTM8 COL5A2 CPXM2 CRHR1 CRYAA CRYBG1 CSF2 CST8 CYB561 CYP11A1 CYP1A2 CYP8B1 DDX5 DKK2 DMBT1 DNAJB1 DNAJB4 EFNA1 ELF3 ELN EMP1 EMP2 ENTPD2 FABP2 FABP4 FABP9 FAM171A1 FAM3D FCER2 FERMT2 FEZF2 FHOD3 FOXA1 FOXA2 FOXJ1 FOXQ1 GADD45A GCLC GFPT2 GIPC2 GJA1 GNB4 GREM2 GRIA3 GRPEL2 GSTA5 GSTT1 GUCY2C HAS2 HBE1 HGF HLA-B HSP90AA1 IFIT1B IGFALS IL12A IL18R1 IL4I1 ING1 INHBB ITIH4 KIF9 KLF4 KLK6 KLRG1 KRT10 KRT12 LIMA1 LIMS4 LRATD1 MADCAM1 MAP3K6 MED10 MLF1 MLLT11 MRPS5 MSLN MST1R MYCL MYL2 MYO1B NDRG4 NEFH NFKB2 NFKBIB NPY NREP NSMCE1 NUPR1 OCM2 OSBPL5 PDCD4 PDE9A PDLIM4 PDS5B PIPOX PLAT PLD1 PLG PLK2 PLSCR1 PNLIPRP1 PRPH PSMA1 PTPN1 PTPRG PXK RALA RBBP7 REEP1 RESP18 RGS5 RHOC RLN1 RNF19B SCEL SCIN SCT SEMA4F SEMA7A SERPINB2 SGCG SHROOM3 SIX1 SLC12A3 SLC27A1 SLC44A1 SLC51A SLC7A3 SMAD1 SOX7 SPARCL1 SPRYD7 SRGN SRI ST3GAL5 SULT2B1 SURF1 TECTA TECTB TFF3 TIMP3 TMEFF1 TMEM30B TMPRSS2 TNF TNFRSF17 TNFRSF4 TNFRSF9 TNNC1 TNNI1 TNNT2 TRAF3IP2 TSPAN6 TWSG1 UMOD VPS37C VWF WFDC2 WNT10B WNT11 WWC1 ZG16 ZP2 GSE22501_PERIPHERAL_BLOOD_VS_CORD_BLOOD_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22501_PERIPHERAL_BLOOD_VS_CORD_BLOOD_TREG_DN ABCC2 ABHD5 ACD ACTC1 ADAM17 AKAP5 AKR1D1 ALOX5AP ANAPC13 ARAF ATF5 AVPR1A BCAS2 BCL2L11 BMP6 BRDT BTF3P12 C2CD5 C3AR1 CA5BP1 CCDC144A CCL3 CCL4 CCNB2 CCR5 CCR8 CD47 CD8B CDK6 CEMIP CENPS CEP43 CGGBP1 CHL1 CHST10 CLC CLCN2 CSPG5 CT62 DARS1 DLAT DLGAP5 DYNLT1 EEF2 EFNA2 EFR3B EMX2 EPAS1 EPO EPS8 ETFB EVI2A EVI2B FAM205BP FARP1 FCGR3B FGL2 FLRT2 FMOD FOXC1 FXR1 G6PC1 GFI1 GIT2 GLB1L2 GOLGA8A GPAA1 GPR107 GPR183 GPSM2 GRK3 GUCY1A2 GYS2 H2BC21 HBEGF HDAC6 HFE HPD HPRT1 HR IDE IDH1 IGSF3 IL10 IL10RA IL12A IL18 IL18RAP IL1RN IL4R IMMT IRF9 ITGA9 KCTD12 KDM7A KHDRBS1 KLHL18 KLRG1 KRT31 LAMA4 LCP2 LRCH1 LRP6 LRRN3 LSM1 MAGEA5P MAP3K14 MAPKAP1 MED13 MEST MGAT1 NAPG NCAM1 NDUFB5 NEFH NFIL3 NID1 NME6 OAT OR7A5 OTUD3 P2RY14 PENK PHKG2 PLA2G4A PLEKHB2 PLPP1 PNLIPRP2 PON3 PPP2R3A PRKX PTGER2 PTPN1 PTPRE PTPRZ1 RASAL2 REEP5 REN REST RETREG3 RFK RGR RIPK2 RORC RPA1 RPL32 RSRP1 S100A11 S100A7 S100P S1PR1 SACM1L SCAMP5 SCD SDCBP SELL SELP SERPINB3 SERPINC1 SIRPB1 SLA SLC11A2 SLC22A2 SLC25A24 SLC2A2 SLC36A1 SLC39A8 SOCS1 SOS2 SPEN SPINK2 SPINT2 STARD8 SURF2 SUZ12 TDGF1 TMEM131L TMEM47 TMPRSS11D TP53BP2 TRIB2 TRIM33 TRIM52 TRPC6 TTC39A TUT4 UGT2B4 USP24 USP6NL USP9Y VCAN WDFY3 WNT11 WRN XBP1 ZDHHC17 ZDHHC18 ZFP36L1 ZFR2 GSE22501_PERIPHERAL_BLOOD_VS_CORD_BLOOD_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22501_PERIPHERAL_BLOOD_VS_CORD_BLOOD_TREG_UP ABCC8 ABCD1 ABCG2 ACACA ACTN3 ADGRE5 ANK1 ARFGEF2 ARSL ASMT ATP2A1 ATP6V1G2 ATP7B B3GAT2 BARD1 BCHE BHMT BICD1 BMP10 BPHL BRSK2 C14orf132 CAPN9 CCL1 CCL23 CCN1 CCN2 CCR9 CD101 CD1E CDK19 CEACAM5 CFD CHST7 CLDN3 COL16A1 COL8A1 COQ7 CRISP3 CSNK2A2 CXCL2 CXCL3 DAPK2 DDIT4 DDN DDX6 DENND2B DKK3 DMXL2 DNAJB12 DSG1 DUSP5 DUSP7 E2F1 EDNRA ELK3 EPB42 EPHB6 EXOC6B FBP2 FGFR4 FKTN FRK FXN GABRB2 GABRP GCA GGT5 GJA4 GML GNAQ GP9 GPM6A GPR68 GRB7 GRIA3 GRP GSE1 GULP1 HDAC9 HMGCS2 HOXB5 HP HTT HYAL3 ID3 IFIT1 IFNGR2 IGLL1 IL10RB IL13RA1 IL5 IL6R IMPG1 INPP1 INSIG1 IRX3 IRX5 ITPR3 KCND3 KHDRBS3 KRT4 LAMA3 LASP1 LORICRIN LPXN LY9 MAGEC1 MAP3K3 MB MFAP5 MID1 MNDA MOB4 MVK MYT1L NID2 NR0B2 NR1I2 NR2F6 NR4A1 NTS NTSR1 NUDT13 OLIG2 ORC3 OVOL3 PADI2 PCDHA12 PCSK6 PDZK1 PHACTR1 PIAS3 PLG PLTP PNP PODXL POLA2 PPM1E PPP1R3C PSEN1 PTHLH PTPN14 PTPRR PTPRT PTPRU PXN RAB40C RARS1 RELN RFPL3S RGS11 RHOC RNASE2 RTF1 RTN2 SCARF1 SEL1L SERPINB13 SERPINI1 SH3BP2 SIM1 SIX6 SLC12A4 SLC38A10 SLC7A4 SLCO1B1 SMOX SMPDL3B SNX3 SRRD STAR STEAP1 SYDE1 TACR1 TCEA2 TFPI TGIF1 TLR5 TLX2 TMEM8B TMPRSS2 TNFRSF1B TNFSF14 TNFSF9 TOB2 TOX3 TPBG TRIOBP UGT8 VAC14 VAT1 VENTX XIAP ZBTB5 ZNF165 ZNF169 ZNF85 GSE22527_ANTI_CD3_INVIVO_VS_UNTREATED_MOUSE_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22527_ANTI_CD3_INVIVO_VS_UNTREATED_MOUSE_TREG_DN ABHD4 AICDA AKR1A1 ANAPC5 ARFIP1 ATAD2B ATP5F1B ATP5MG BAG2 BARD1 BBS4 BCOR BIRC5 BMAL1 BUB1B C11orf71 C1orf216 C21orf91 CAND1 CCNB2 CD164 CDC23 CEP192 CIRBP COA3 COX7A2 CTCF CYB561D2 DCAF17 DCUN1D4 DIXDC1 DOP1B DSN1 EDF1 EIF2B1 ELAVL1 ELMO1 ELP6 ERAP1 EXOC1 EXT2 FAM216A FASTK FBP1 FBXO46 FES FLI1 FNTA FSCN2 FUT8 GAPVD1 GATD3 GFOD1 GFUS GLE1 GLOD4 GLT8D1 GMNN GOLGA1 GOLPH3L GPN2 HAUS7 HBP1 HBS1L HEY1 HOXA5 HSPD1 HSPE1 IARS2 ICA1 IKZF1 INHBE IPO9 KAT7 KDM1A KDM3B KDM6A KIAA0232 KRCC1 KRIT1 LSM4 LTBR MACROD1 MAP3K11 MCCC2 MCM9 MGA MGST3 MIEF1 MRPL15 MRPL20 MRTFB MTCL1 MTHFD1 NARS1 NAT10 NFE2 NGDN NLRX1 NOLC1 NOP56 NPTN NUP37 OIP5 ORC1 OSGEP OTUB1 P4HA2 PCMTD2 PDCD6 PEX1 PEX6 PIAS3 PIP4K2B PLEKHA1 PLSCR1 PMS2P1 POLD3 POLRMT PPP5C PRICKLE3 PRIM1 PSD4 PTGES3 PTPN18 PURA R3HCC1 RAB20 RAB5IF RAD9A RANBP1 RANGRF RARS1 RBBP5 REEP5 RERE RETREG3 REV3L REXO4 RFTN1 RNF8 RPL12 RPS29 RPS6KA1 RRAGC RSAD1 RXYLT1 SCCPDH SEPTIN8 SESN1 SET SETD4 SGPL1 SLC25A5 SLC35A1 SLC39A14 SMC3 SMIM8 SNRNP25 SNRPD3 SORT1 SSX2IP ST8SIA4 STAG3 SUPT20H SYNM TAF5 TCFL5 TELO2 TJAP1 TJP2 TNFAIP8 TOR3A TP53 TPP1 TRANK1 TRIM5 TUBD1 TUBG1 TYMS UBE3B UBR7 UBXN8 UQCRFS1 VAMP8 VAV3 WDR25 XPO7 YLPM1 ZBTB18 ZBTB25 ZDHHC7 ZNF10 ZNF135 ZNF184 ZNF225 ZNF573 ZNF669 ZSCAN31 ZZZ3 GSE22527_ANTI_CD3_INVIVO_VS_UNTREATED_MOUSE_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22527_ANTI_CD3_INVIVO_VS_UNTREATED_MOUSE_TREG_UP ACE ACTR3 ADA ADRA1A ADRA2C ADRB2 AEN AFTPH AGAP2 AGO3 AMBP AMD1 AMMECR1 ARHGEF10 ARIH1 AUTS2 BLZF1 BTN1A1 C11orf24 C22orf31 CACNA1C CACNA1I CAPN2 CASS4 CASZ1 CBL CCL17 CCR8 CD44 CD59 CD82 CDC42BPB CDK13 CEBPE CHGA CHPF2 CHRM4 CLCN3 CLDN5 CLK1 CLSTN2 CMC2 CNIH4 CNN2 CPZ CREM CRYAA CSF2 CTRC CTTN CUX2 CYP11B2 DCP1A DLST DNAJA1 DR1 ECD EIF3I ELK4 ELP5 FBXO28 FCGR2B FEM1C FGB FPR3 GADD45G GAK GIT1 GPATCH2L GPR173 GPR3 GPR6 GRM8 GRPR HAPLN1 HCRTR2 HGS HIPK2 HMGA1 HOXB9 HS3ST2 ID2B IL1R2 IL6ST ING1 IPO7 ITPR3 KCNK1 KDM7A KIF25-AS1 KLC1 LCK LILRA5 LINC00472 LMAN1L LMCD1 LMNA LRRC42 LRRFIP2 MACO1 MAGEB2 MAGEB3 MAGEL2 MAMLD1 MAP3K19 MAPK1 ME1 MELTF MEX3C MKRN3 MLANA MLLT11 MMP11 MMUT MOAP1 MORF4L2 MPPED1 MSMO1 MTF1 MTSS2 MUC2 MUC5AC MYH9 NID1 NRG1 OR1E1 P2RX1 PDE9A PFKFB2 PFKFB3 PGM5 PHF1 PITPNA PKD2L1 PKNOX2 PLEK2 PLK3 PMM2 PNMA1 PORCN PPIF PPP1R11 PPY2P PRDM2 PTP4A3 PXN RAB3GAP1 RBM15 RFX1 RGS1 RHOBTB3 RNF10 RNF208 RXRA S100A11 S1PR5 SACS SAR1A SCARB2 SCARF1 SERPINB3 SH2B3 SIRT6 SLC27A2 SLC4A4 SLC8A2 SLIT3 SND1-IT1 SOX14 SP100 SPTB SRSF5 ST3GAL5 STK25 STX1A SYBU TFG TGFBR2 TIMP1 TMEM39A TMEM51 TMEM74B TMEM87A TNFRSF12A TNFSF14 TNNC2 TPT1P8 TRBC1 TSGA10 TSPOAP1 TUBB2A TYR UPK3A USP34 WNT7A YBX3 YES1 ZNF274 ZYX GSE22589_HEALTHY_VS_HIV_AND_SIV_INFECTED_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22589_HEALTHY_VS_HIV_AND_SIV_INFECTED_DC_DN ABHD3 ABHD5 ABL2 ABRAXAS2 ACVR2A AGL ALG10 ALG11 ANO6 ANXA11 ANXA2 ARHGAP35 ATF7IP ATP6V0C B3GALNT1 BCAP31 BCO2 BORCS6 C4orf46 C5orf34 C6orf120 CASD1 CBLB CBR3 CCAR1 CCDC120 CCDC186 CDC45 CDC6 CENPJ CFAP141 CGGBP1 CGRRF1 CHCHD7 CHKA CIR1 CLDN15 COMMD9 COPG2 CSDE1 CXCL10 DENND5A DESI1 DEXI DFFB DIDO1 DMRT3 DNAAF5 DNAJB11 DNTTIP2 DPH2 ELK4 ELMOD2 EXO1 FAM53C FBXL15 FGD6 FLCN FOXJ3 FRS2 FUS GALNT3 GPAT3 GXYLT1 HBP1 HCFC1 HIPK1 HMG20A HS2ST1 IDH2 IMMT INPP5A INTS13 IRGQ ITPA JADE2 KIAA1958 KIF18A KITLG KLHDC10 KPNB1 LAMC3 LATS2 LCLAT1 LINC01160 LTN1 MAD2L1BP MAF1 MAGED1 MAP2K3 MAP3K20 MAP3K7 MAP4K4 MAPRE2 MBNL2 MED18 MED27 MFSD11 MGAT1 MMGT1 MOG MRPL45 MRPS6 MTHFD1L MTMR9 MTX3 MXD4 MYB NADK2 NCOA1 NECTIN3 NF1 NNT NOA1 NRDE2 NRM NUDT15 NUS1 OAF OSBPL9 OTUD1 OTUD7B PCNX4 PDGFA PHF23 PITRM1 PLEK2 POLA1 PPCS PPP1R8 PPP4R3A PRKAG2 PRKCH PRKX PROCR PSMD2 PSME3IP1 PTGS2 PTPRJ PURB PURG RAB6A RAP2A RASL11B RMDN3 RND3 RNF167 RPL4 RPN2 RPRD1B SAP30L SCO1 SDHC SETD1B SKP2 SLC16A1 SLC19A2 SLC25A14 SLC38A1 SLU7 SMCO4 SMCR8 SMG8 SNX18 SPAST SPRTN SYAP1 TACC1 TAF3 TAX1BP3 TERF2IP TEX264 THAP1 TIMM29 TMED4 TMEM170B TMEM65 TMEM87A TMEM97 TMTC3 TNFRSF12A TNKS2 TOLLIP TRIM44 TTC1 TXNRD1 UBE2A UBE4B USP31 UTP4 VIRMA VPS35L WIPI1 ZBTB26 ZBTB43 ZDHHC7 ZFTA ZFTRAF1 ZKSCAN3 ZNF319 GSE22589_HEALTHY_VS_HIV_AND_SIV_INFECTED_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22589_HEALTHY_VS_HIV_AND_SIV_INFECTED_DC_UP ABHD11 ADGRG3 AKR1C4 AKR7A2 ALDH18A1 ALG5 ALYREF ANGEL1 ANGPTL4 AP3S2 ARFGAP2 ARPC5L ATP13A3 AURKA BOP1 BRWD1 BUB3 BUD23 C11orf24 C19orf53 C2orf42 CCNA2 CDCA5 CDR2 CDV3 CEBPZ CHST11 CISD1 CLNS1A CLPTM1L CNR2 COMMD4 COPA COPRS COQ4 COX10 CWF19L1 DAGLB DCUN1D2 DEGS1 DEPTOR DGCR8 DMAC1 DNAJC24 DOCK1 DOHH DPY30 DRG2 EIF2B1 EIF3I ENTPD5 EPRS1 ERAL1 EXOSC5 F2RL3 FAM199X FAM91A1 FANCF FASTKD2 FBXL6 FGF13 FKTN FRA10AC1 GALC GALNT3 GARS1 GCSH GLE1 GNPAT GTF2A2 HIBCH HLCS HNRNPR IARS2 IDH3A IDI1 IMP3 INTS7 IPMK JKAMP KIF20B KNTC1 LAIR1 LCLAT1 LPL LRRC20 LUC7L MANF MAP7D1 MCCC2 MEPCE METTL24 METTL25 MMACHC MMUT MPHOSPH10 MRPS35 MTPAP MYADM MYCBP NAA10 NDUFA8 NDUFAB1 NDUFAF2 NFIC NGLY1 NHP2 NME6 NOB1 NOP10 NPEPL1 NSUN2 NUP43 ORC6 OSBPL7 OTULIN PDXDC1 PHB1 PHETA2 PHF10 PHTF2 PIGN PLA2G12A PLIN4 PLK3 POP5 PPEF2 PPM1G PPP1R21 PPWD1 PREB PRIM1 PRIM2 PRKCH PRPSAP2 PSMA8 PSMD1 PSME3 PXYLP1 RAD17 RBMX RMND5B RP9 RPL37A RPLP0 RPS6KA3 RRN3 RTKN SCFD2 SDHA SIRPA SLC35A4 SLC36A4 SLC48A1 SLC4A7 SMDT1 SMIM13 SMIM15 SNRPA1 SNRPB2 SOCS6 SPRING1 SRP54 STRAP STT3B SUPV3L1 SVIL SVIP TAF6 TAF9 TARS1 TEX30 TFB2M THOC7 THUMPD1 TMEM208 TMEM259 TMEM42 TOM1 TOPBP1 TPM2 TRIM3 TTC4 TTF2 TTLL4 TWNK TYMS UPF3B USP39 UTP4 VMP1 WDR18 WDR76 XRCC6 YDJC ZBTB22 ZC3H8 ZNF764 ZNF839 ZNHIT3 GSE22589_HEALTHY_VS_HIV_INFECTED_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22589_HEALTHY_VS_HIV_INFECTED_DC_DN ACP2 ACP3 ACSS1 ADAMTS19 ADGRV1 AKT3 ALAS2 ALDH1B1 ALDH1L1 ANGPT1 APLNR APTX ART5 ATP11B ATP6V1H BAIAP2 BLNK BRI3 BST2 C11orf97 C14orf93 C16orf78 C19orf12 C5AR1 C8A CAMK2D CARD6 CASP7 CCDC122 CCND1 CCRL2 CD180 CD70 CD99 CEP128 CFAP54 CGAS CH25H CLEC4E COX18 CTNNAL1 CTSW CXCL11 CYBB DBNL DCAKD DCBLD2 DCP2 DDHD1 DDX60 DEDD DOC2B DTD1 DUSP10 EHD2 EIF4ENIF1 ELMOD2 ENDOD1 EPSTI1 FABP3 FAM241A FAM53C FAR2 FBH1 FGD6 FGF23 FRMD4A GBP2 GBP4 GBP6 GBP7 GCNT7 GEM GINM1 GJA3 GPSM2 GTF3C3 GYPC HELZ2 HERC6 HOXC5 HRCT1 HTR7 IFITM3 IFT172 IL12RB2 IL1RAPL1 IRF1 IRF7 IRF9 ITIH3 JUNB KCNQ2 LCP2 LGALS3BP LHX5 LRRK2 LRRN4CL LRRTM4 LY6E MAPKAPK2 MATN2 MCL1 MOV10 MPST MX1 MX2 NAA25 NECTIN4 NKG7 NPC2 NPNT NUDT13 NXPE3 NYX OAS1 OPTN PAPPA2 PARP14 PDGFRA PLCL2 PLK2 PLOD2 PML PNPT1 POLR2C PPM1K PPP2R5A PRR5L PSMB10 PSMB9 PSME2 PTAFR PTTG1 RAB19 RASA4 RBM43 RBMS2 RNF114 RNF31 RTP4 RUNX3 S100B SAP30 SECTM1 SETDB2 SH3TC1 SLAMF8 SLC25A22 SLC28A2 SLC29A3 SLC30A6 SLC49A4 SLC7A2 SLC9A3 SLFN5 SNX2 SOCS1 SOST SPAG6 SPATA18 ST14 ST8SIA1 STARD3 STAT2 STAU1 STPG3 STXBP1 SUSD6 SYT1 TAP1 TAPBP TBC1D13 TBRG1 TBX6 TCEANC2 TCHHL1 TDRD7 TENT5A TGFB2 THSD7A TLR1 TLR3 TLR7 TMCO3 TMED8 TMEM198 TMEM248 TNF TOR3A TRAFD1 TRAPPC14 TRIM13 TSHZ3 TTLL7 UBA7 USB1 VAT1L VEZT WDFY1 GSE22589_HEALTHY_VS_HIV_INFECTED_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22589_HEALTHY_VS_HIV_INFECTED_DC_UP ACOT11 ADAM8 ADGRG3 ANAPC15 ARMC1 ATMIN ATP6V0E2 BAG2 BAG4 BAHD1 BDH1 C19orf48P C2CD5 CAMK1D CAMSAP2 CCDC117 CCT4 CDC14B CDC42SE1 CELSR3 CES3 CHST11 CIAO3 CLUAP1 CLUH COG5 COIL COX10 CSTF1 CTPS1 DEPTOR DIMT1 DLGAP2 DNAJC2 DPP3 DUS1L DYNC1LI2 ECHDC1 ECSIT EIF3G ENTPD5 ERRFI1 ESF1 ETV5 FAM98A FASTKD5 FUCA2 FXR2 G3BP1 GAR1 GLRX5 GTPBP4 HACD1 HAS3 HAUS3 HEATR3 HIPK1 HNRNPA1 HNRNPH2 HNRNPR ING5 INSR IPO11 IPO4 IRF4 ISG20L2 ITFG1 ITPR3 KAT14 KCNAB2 KCTD20 KDM2B LARS2 MAK16 MAPRE1 MARCHF6 MAST3 MAT2A MDC1 MEGF9 MEPCE METTL1 METTL24 METTL3 MINDY1 MRPS2 MTAP MTMR10 NAP1L1 NDUFB8 NELFB NFIC NGLY1 NOP56 ORC6 P4HB PA2G4 PAFAH2 PAK1IP1 PDCD6IP PDP1 PELP1 PHETA2 PIGN PIGX PIGY PINX1 PITPNB POLR2D POLR2H PPIL4 PPRC1 PPWD1 PRKAB1 PRKCB PRMT3 PRMT7 PRPF19 PSMD6 PSPC1 PTCD3 RAB14 RAD17 RIOK1 RMND5B RNF150 ROBO2 RPL10 RPL13 RRP15 RRP9 RRS1 SCYL1 SERBP1 SETD1A SETD6 SGF29 SH3BP5L SIKE1 SLC11A1 SLC16A1 SLC25A13 SLC25A30 SLC25A36 SLC36A4 SMC1A SMIM15 SMIM7 SMYD4 SNRPD2 SPRED2 SPTSSA STT3B SVIP SYS1 TAF3 TAF5L TARDBP TASP1 TCF12 TCP1 TCTA TEX30 TFDP2 THBS1 TIMM21 TIMM9 TM6SF1 TMEM126A TMEM62 TNFRSF9 TRMT61A TRUB1 TTL TTLL4 TUBGCP2 TXNRD2 TYSND1 UBA2 UBP1 UCHL5 USP37 USPL1 UTP4 VSTM2A WDR12 WTAP YARS1 YRDC ZDHHC13 ZFAND4 ZNF14 ZNF229 ZNF266 ZNF454 ZNF569 ZNF655 ZRANB3 ZXDC ZYG11B GSE22589_HEALTHY_VS_SIV_INFECTED_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22589_HEALTHY_VS_SIV_INFECTED_DC_DN ACSL1 ADAMTS12 ADAMTS6 AKAP12 ALDH1B1 AP2B1 ASAH2 ASB6 ASTN1 ATP6V1F B4GALNT4 BFAR CACNG2 CASP3 CCDC150 CCND1 CD180 CH25H CITED1 COL4A2 CORO7 CPNE3 CRYL1 CST7 CXCR6 CYFIP2 CYP2W1 DBNL DCAKD DCLK1 DDHD1 DGKA DLK1 DLK2 DPF2 DPY19L1 DRAM2 DRC1 DYNC1I2 EHD2 ELL3 ENDOD1 ENOX2 EPHA1 EPX ESRRA EVA1B EVX2 EXOC7 EXT1 FAM171A1 FHIP1A FNDC4 FSTL5 FXR1 GAB2 GBP7 GCG GCH1 GJA1 GOSR2 GPC1 GPR108 GULP1 GYPC HAPLN4 HAT1 HEATR5B HERC6 HLA-B HLA-DRA HUNK IL12B IL12RB2 IL13RA2 IL23A IL7R IRF9 ITPR2 JUNB KCNJ10 KCNN2 KCTD7 KIF9 KLRK1 LGALS7 LIMS4 LMBRD1 LMOD2 LRRC41 LY6E LY86 MARCHF5 MDFIC MEN1 MFSD1 MICU2 MINPP1 MOCS2 MX2 MYBPC1 NEK11 NEK7 NFKBIA NLRC5 NOS2 NOVA2 NPAS1 NPC2 NPHS2 NPNT NR1H2 NUDT13 OOEP OPTN P2RX1 PARP8 PBLD PCDHB7 PCGF1 PFKFB3 PHF6 PHLDA2 PLCL2 PLEKHH1 PML PNMA2 POLR2C PPM1K PPM1L PPP1R11 PPP3CA PSMB10 PSME1 PSME2 PTCHD4 RAB11FIP1 RAB29 RAB8A RAG2 RALA RASA4 RBMS2 RGCC RNASEL RNF31 RPE RTCA SAMD9L SAP30 SFN SHARPIN SHC4 SIGLEC1 SLAMF6 SLAMF8 SLC18A1 SLC28A2 SLC7A8 SPATA18 SPHK2 SSTR3 ST14 STARD3 TAL1 TAP1 TAP2 TAX1BP1 TENT2 TFG TGM4 TICAM1 TLK2 TLR3 TMEM100 TMEM108 TNFRSF17 TOR3A TP53I11 TRAFD1 TWIST1 TWSG1 UGGT2 UTY VWA3B VWC2 VWC2L WARS1 WASHC4 WNK2 WNT2B ZBTB2 ZBTB38 ZFYVE26 ZNF260 ZNF558 ZNF687 ZNF768 ZNF804A GSE22589_HEALTHY_VS_SIV_INFECTED_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22589_HEALTHY_VS_SIV_INFECTED_DC_UP AARS1 ABI3 ADM AGAP3 ANAPC4 ANKRD13D ANKRD54 ANTKMT ARHGAP4 ARHGAP45 ARRB2 ARRDC2 ATF3 ATF4 BATF BAZ1B BOLA1 BORA BRCA2 BTBD2 CARD11 CARS1 CBFA2T3 CCDC88B CDC7 CDK5RAP3 CHCHD4 CHCHD5 CIITA CLK3 CNP COA3 COA4 COL16A1 CRISPLD2 CSNK1E CTCF CWC22 CYTH4 DALRD3 DAPK3 DBNL DDX11 DDX23 DHRS13 DMTF1 DNAJB1 DNAJC4 DOHH DVL1 EHMT2 EIF4G3 ELAC2 FCRLA FERMT3 FES FGD2 FKBP15 GADD45GIP1 GPS2 GRK6 GTF3C6 HAGHL HGFAC HK2 HSPA1A HSPA1B HSPB1 HVCN1 HYI ICAM4 IFT22 IGFBPL1 IL1B IL4R INF2 IQCE IRF1 ITPRIP JDP2 JMJD6 JUN KAT14 KCNE3 KMT5C KNSTRN LAMTOR1 LDLR LLGL1 LMNB2 LRWD1 LTBR MALAT1 MAPKAPK5 MATK MED12 MEGF8 MLLT1 MPG MRPL12 MRPL17 MRPS18B MT1E MYO1E NANS NCAPH2 NCBP2AS2 NDUFB10 NDUFS5 NEIL1 NFIC NFKBIL1 NLRP3 NOCT NOL12 NR1H2 NSA2 NSMF OGFRL1 OVCA2 PAM16 PARK7 PARP2 PICK1 PIK3R2 PIMREG PLPP2 PNKD POLD1 POLR2I POLR2J POLR3H PPP1R16A PRDM2 PRMT7 PSRC1 PSTPIP1 PTK2B PTPN18 PTPRE RAB27A RABEP1 RASGEF1B RBIS RGS14 RILPL1 RIN3 RNGTT RPL13 RPL36 RPS14 SAPCD2 SDHAF1 SIGIRR SIPA1 SLC12A9 SLC13A2 SLC2A1 SLC6A13 SLC7A1 SLC7A6OS SNORD104 SREBF1 SRPK2 SRRD SSH1 ST3GAL2 ST6GALNAC5 STAT6 STUB1 STYXL2 SUPT3H TAMALIN TCIRG1 TDP1 TEC TELO2 TIFAB TIMELESS TIMM13 TJP3 TMEM119 TMEM160 TNFAIP6 TRIP6 TUBA1B TUBB6 UBAC1 URI1 USP21 VAMP5 VPS51 VRK3 WDR11 XIAP XRCC6 ZFHX3 ZNF593 ZNF862 GSE22589_HIV_VS_HIV_AND_SIV_INFECTED_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22589_HIV_VS_HIV_AND_SIV_INFECTED_DC_DN AATF ADCY9 AGO2 AKR1B15 ALDH6A1 ANGPTL4 ANKRD27 ARHGAP45 ARMCX4 ASXL1 ATF6B ATP6V1H B3GNT7 BDH1 BRWD1 C19orf48P C1orf131 C2CD3 C7orf57 CAPN15 CCPG1 CDH5 CELSR3 CEP170B CEP250 CES3 CFAP69 CHD9 CMKLR1 CMTR2 CNKSR3 CNNM2 COLEC11 COMMD8 CPSF3 CRTC3 CTU1 DAB2IP DDX21 DHODH DIP2A DNAJB9 DNMT1 DNMT3L DOC2B DOLK EBP ECSIT EHHADH EIF5A2 ELP6 ERMP1 ETV5 EXOC2 EXOC8 FAM193B FAM217B FANCF FEZ2 FHOD1 FKBP15 G3BP1 GCN1 GNL3 GPAM GRWD1 GTF2IRD1 GXYLT1 HELLS HMG20B HMGB1 HNRNPA1 HNRNPLL HRAS HSD17B1 HTATSF1 IBTK IER3IP1 INSR IPO11 IRF4 ITGA6 JUP KAT14 KDM2B KIAA0930 KIF1C KLF13 KLF4 KLHL20 KRT10 LFNG LRRC45 MAK16 MAP7D1 MARS2 MAST3 MDC1 MED16 MEGF9 MFHAS1 MIGA1 MLH1 MNT MOB3A MRPS26 MRTO4 MTRR MTSS1 MYO19 MYO7A N6AMT1 NCBP3 NFIC NISCH NLRX1 NRBF2 NSMAF NUAK1 NUP155 NUP50 OMA1 OTULINL P2RY2 PAGR1 PCDHB15 PDE7A PHAX PHETA2 PIGY PLPP6 POLR3G POR PPARGC1B PPIE PPOX PPP1R18 PPP1R3D PRMT6 PTGER4 PTPN9 RGS19 RIOX1 RIOX2 RLF RNF187 RRP1B RUVBL1 SEC11C SLA2 SLC25A51 SLC35E2B SLC35F6 SLC36A4 SLC39A6 SLC5A6 SLC7A6 SLF2 SMIM7 SNAP23 SNHG8 SNX8 SPSB3 STAC2 SYS1 TADA3 TAF6 TANGO6 TARBP2 TCHH TM6SF1 TMEM62 TNFAIP1 TPD52L1 TRMT10C TSFM TSGA10 TSPAN6 TTC4 USF2 USPL1 WDR24 WIZ WTIP WWC2 XPA YWHAB ZBED3 ZMYM1 ZNF14 ZNF202 ZNF229 ZNF287 ZNF367 ZNF526 ZNF569 ZNF655 ZNF688 ZNF708 ZYG11B GSE22589_HIV_VS_HIV_AND_SIV_INFECTED_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22589_HIV_VS_HIV_AND_SIV_INFECTED_DC_UP ACD AGFG1 AMHR2 ARFGAP2 ARMH4 ARV1 ASPDH ATAD3A ATP13A5 ATP1A1 ATP9B BAIAP3 BCL3 BDH1 BNIP2 BRPF1 C11orf86 C11orf87 C20orf96 CACNG8 CAPG CCR10 CCRL2 CD69 CD70 CD80 CDK10 CDK17 CDKN2A CEBPZOS CHIC2 CHRM1 CLK3 COG3 COPG2 CRHR1 CRIPT CRLF3 CSRNP1 CSRP3 CTLA4 CTRL DDA1 DEK DENND2B DNASE1 DOK1 DOP1A DPYSL5 DUSP19 DUSP2 EEF1B2 EFCAB11 EGR1 ENKUR ENPP4 ERRFI1 EXO5 FGD6 FNDC9 FSHB FXR1 GADD45A GAL3ST2 GAS8 GDF10 GEM GPR149 GPR155 GPR84 GPRC5A GRAMD1C GTF2H5 HES2 HGF HIF1A HMGCR HSPA12B HTRA2 IFIT1B IL1A IL1B IL23A IL6 IRAK2 ITPKC JMJD6 JUN KANK1 KBTBD12 KCNMB2 KCTD9 KLC3 KLK4 L3HYPDH LAPTM5 LIMK2 LINC00461 LRATD2 LTV1 MAN2C1 MAP3K5 MKI67 MOB4 MRPS5 MTF2 MTREX MYH2 MYO5B NANS NEDD8 NFKBIA NISCH NOP14 NPPC OAZ1 ODAD2 OR13J1 OSM P2RY13 PAH PANK2 PAPOLB PARD6B PAX3 PCMTD1 PDAP1 PDE4B PDE6H PEG10 PEG3 PGGT1B PIGA PIM3 PIP5K1A PKDREJ PLK2 PLK3 POU2AF2 PPP1R12B PRDM1 PRDM15 PRDM5 PRORP PTPN23 RAB1A RAD54B RALGDS RBM41 RBM6 RHOT2 RNASET2 RND1 RNF150 RNMT RSBN1 SAMSN1 SCN5A SCRN2 SELENOK SEMA4G SERPINB2 SET SGSH SHMT1 SLC15A1 SLC16A14 SLC17A3 SLC38A2 SLFN12L SOCS5 SPATA18 SRD5A2 STXBP3 TCIRG1 TECTB TFEC TLR1 TMEM268 TMOD2 TNF TNFAIP3 TOGARAM1 TOP3B TPT1 TRAF6 TREML1 TREX1 TRNAU1AP UIMC1 UNC5CL USP47 USPL1 VTA1 VWC2L ZFYVE9 ZNF143 ZNF438 ZNF597 GSE22589_SIV_VS_HIV_AND_SIV_INFECTED_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22589_SIV_VS_HIV_AND_SIV_INFECTED_DC_DN ACTL9 ADGRG1 AGL AGO2 ALOX12B AMZ1 APOF ARHGEF37 ATF7IP ATP6V0E2 B3GAT3 B4GALT5 BAHD1 BARHL2 BEND3 BHLHE41 BRDT BRINP3 BRWD1 BTG3 CBLN1 CBS CCDC110 CCDC120 CDRT4 CEBPA CENPL CFHR2 CHD4 CHERP CLDN14 CORO6 CRABP2 CRYGD CSF3 CUL9 CYB561 CYB561A3 CYP2S1 DDC DDX20 DHCR24 DIPK2B DIXDC1 DLL4 DNAAF5 DNAH17 DNAJB12 DNAJC27 DOLK DRC3 DRD2 DSE DSTYK DUSP8 DUT EME2 FAM135B FAM217A FANCF FBXL14 FOXN1 FZD10 GLB1L GNAS GNPTG GORASP2 GPR19 GZF1 H19 HBB HERC3 HIP1 IER3IP1 IL17RB IRF2BP2 JUP KANK2 KBTBD7 KCNA1 KCNF1 KCNQ3 KIF17 KLF1 KRT28 KRT36 KRT81 KRTAP19-5 LMOD2 LRIT2 LRRC3 LUZP2 LYPLA2 LYZL6 MARK1 MED15 MEP1A MITD1 MPPED2 MRAP2 MRI1 MSC MSX1 MTERF2 MUSTN1 MXD3 MYO10 NBEA NCOA3 NFXL1 NLRP12 NLRP4 NPR1 NR2E3 NUBP2 OLFM1 PADI6 PAQR3 PDIA2 PDZD11 PHLPP2 PKIA PNMA2 PPP1R18 PPP2R2D PPP6R2 PROM2 PRR3 PRR9 PRSS44P PTBP1 PTPDC1 PTPN13 PTPN9 RAD21 RASGRF1 RDH13 REPIN1 RGS10 RHOF RNF128 ROGDI RPAP2 RPLP2 RWDD4 SCN8A SEPTIN9 SH3D21 SIPA1 SLC12A2 SLC27A2 SLC35F6 SLC36A1 SLC38A3 SLC43A2 SLC6A1 SLC6A14 SLU7 SLURP1 SMAD5 SNAP23 SRP14 STARD7 STMN3 SYCP3 TAFA1 TANGO6 TCEA3 TEK TEX22 TEX47 THOP1 TIMM17B TMEM104 TMEM50B TNFRSF19 TNP1 TPM2 TRIM40 TSPAN6 TXLNB TXN UBR2 UFSP1 UMAD1 UNC45A UNC50 UQCRC1 UROC1 USF2 WNT16 YPEL4 ZBTB24 ZDHHC9 ZNF569 ZNF605 ZNF706 ZNF784 ZNRF3 ZXDB GSE22589_SIV_VS_HIV_AND_SIV_INFECTED_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22589_SIV_VS_HIV_AND_SIV_INFECTED_DC_UP ACP3 ACTL9 ADAMTS16 AKAIN1 AMELX AMHR2 ANKRD2 ANO1 ANXA7 ARL4C ATG4D ATP6V0B B4GALNT4 BATF2 BBOX1 BCL3 C12orf75 C16orf78 C1QL3 C9orf43 CCIN CCL5 CCRL2 CD70 CD8B CDH8 CDKN2A CELA3B CES5A CETN1 CGAS CH25H CLEC4E CLVS1 CMPK2 CMTR1 CNEP1R1 CNIH3 CNTN6 COL11A2 COL12A1 COL4A2 CORO2B CPSF2 CRYBB2 CSRNP1 CTSW CXCL13 CYBB CYP24A1 DHX58 DNAJB6 DNASE1L3 EDN3 EFNA5 EHD1 EHD2 EIF2D EIF6 ENPP4 EPB41L5 ETV4 EXTL1 F10 FAM162B FAM171A1 FAM171B FAM174A FAM241A FAM83H FBXO16 FIGLA FRY FSD1 FSD2 FXR1 GALNTL5 GIPR GNMT GPR155 GPR20 GPR22 GREB1L GRIK1 GUCY1B1 HOXD4 HRCT1 HTR1B HYAL3 IFIT2 IFIT3 IGFALS IL13RA2 IL1F10 IL21R IRF1 IRF7 IRF9 JHY KCNAB1 KCNJ10 KDM4D KHDC1L KIAA1614 KIF4A KLRD1 LCP2 LGI1 LIFR M6PR MAML2 MAPK14 MAPKAPK2 MAPRE2 MAS1 MGAT4A MINAR1 MLKL MTMR6 MX1 MX2 MXD1 MYD88 MYH11 MYO3A NFKBIA NOD1 NOXRED1 NPY4R NUSAP1 OASL ODAD2 PARP9 PAX3 PDE6H PDGFD POLB PPP2R5A PSMB9 PTAFR RGCC RIGI RNF114 RNF14 RNF214 RTP4 SAP30 SCN5A SETDB2 SFN SGSH SH2D5 SIGLEC1 SLC25A22 SLC30A6 SLC49A4 SLFN12 SMAD1 SMIM3 SMS SNTB1 SOCS1 SPATA18 SPRR3 ST8SIA2 STAT1 STAT2 STXBP3 SVBP TBC1D13 TBX3 TCAP TENT5A THNSL2 TLR1 TMCO3 TMEM17 TMEM201 TMOD2 TMOD3 TNFAIP3 TNFSF13B TNS2 TOR3A TREML2 TRIM25 TTC36 UGGT2 USB1 USP18 VAPA VLDLR VPREB1 VWC2L WBP4 WDR86 WIF1 ZC3H6 ZIM3 ZNF446 GSE22601_CD4_SINGLE_POSITIVE_VS_CD8_SINGLE_POSITIVE_THYMOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22601_CD4_SINGLE_POSITIVE_VS_CD8_SINGLE_POSITIVE_THYMOCYTE_DN ABCF2 ACADL ACP5 ADGRA3 AGER AKAP8 AKIRIN1 ALKBH1 ANKIB1 ANKRD11 ARHGAP1 ATF7IP ATP10A ATP6V0A2 BACH1 BAZ2A BBLN BCCIP C12orf4 C14orf119 C18orf32 C5orf34 CALCRL CD164 CFAP141 CIB1 CISD1 CLK4 CMAS CNP CREB3 CXXC1 CYB5A DBNL DCAF11 DCAF8 DGKA DMTF1 DOCK2 DPH5 DPP4 DUSP11 EEIG1 EGR1 EHD3 EIF2AK1 EMG1 ENSA ESYT1 EVI2B FAM32A FAM53A FEZ2 GATD3 GBP7 GDAP2 GDI1 GIMAP4 GIMAP8 GMFB GMFG GRAMD2B GRB2 HBP1 HECTD3 HELZ2 HSD17B4 IFT57 IL18RAP INPP1 IRAK3 IRF2 ITGA6 ITGB1BP1 ITGB3 ITPKB JAK3 KCTD12 KLHDC3 L1CAM LAMTOR3 LBH LIPA LMBRD1 MARCHF2 MCTP2 METRNL MFNG MTERF3 MTLN MYO6 NARF NCLN NDUFA6 NDUFAF4 NEMF NFKBIE NFRKB OSTM1 PAPOLG PATZ1 PCMTD2 PFN1 PHAF1 PHLPP1 PKP3 PLCG2 PLCXD2 PLOD1 PNN PON2 POU2AF1 PREB PRKAR2A PRKD3 PRR14 PRR14L PTPRE RAB19 RAB5IF RBFA RBM33 RBX1 RC3H1 RCN1 RER1 RFK RHOBTB2 RIMOC1 RNASET2 RPS6KA1 RPS6KB2 RSRC2 RUNDC1 S1PR4 SAMHD1 SCAMP3 SCML4 SEC16A SEC23B SEC63 SELENOO SELL SENP7 SEPTIN9 SH2D1A SIDT2 SIRT2 SLA SLA2 SLAMF6 SLC15A4 SLC25A33 SLC2A4RG SLC35G1 SLC36A1 SLC9A9 SLCO4A1 SMAD7 SNAP23 SNRK SNX10 SNX14 SNX33 SQOR SRSF6 SSBP4 STIM2 STING1 STX16 SYS1 TAB2 TAF8 TASP1 TENT4B TMEM126A TMOD3 TRAM1 TRAPPC8 TRPM4 TSR1 TWF2 TYROBP UBAC2 UBALD2 UBE2F UBE2H UNC5A UPF2 UQCRHL USP12 UTP25 VPS54 WDR43 YTHDC1 YWHAZ ZDHHC3 ZFC3H1 ZNF260 ZYG11B GSE22601_CD4_SINGLE_POSITIVE_VS_CD8_SINGLE_POSITIVE_THYMOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22601_CD4_SINGLE_POSITIVE_VS_CD8_SINGLE_POSITIVE_THYMOCYTE_UP ACP1 ADAMTS6 AHCY ALDOA ALKBH7 AMFR AMZ2 ANAPC7 ANP32E APRT ARRB1 ASB2 ASH2L ATP5F1B B3GLCT BANK1 BLOC1S2 BRD9 BRIP1 C11orf54 C9orf40 CASP2 CCDC77 CCNE1 CD28 CD320 CD5 CD96 CDC27 CDC45 CDC5L CDCA7L CDK10 CDKN1A CENPA CEP72 CHCHD5 CIP2A CLTA CNIH4 CPD CRIP1 CSRP2 CUL7 DAP DARS2 DCTPP1 DEK DHFR DNAJB4 DNPH1 DYNLL2 EEF1G EFCAB11 EMD ENTPD1 ERGIC3 FAAH FABP5 FAM111A FANCI FDFT1 FEN1 FILIP1L FKBP2 FUT7 FXN GEMIN6 GRK5 GTF3A GTSE1 HERC3 HJURP HLA-DQA1 HSPD1 IL18 IQCG IRAK1BP1 JPT1 KDM2B KHSRP KIF23 KIFC1 KMT5C KPNA2 LANCL1 LMF2 LMNA MACO1 MAD1L1 MAN2A1 MAPKAPK3 MAPRE2 MBD4 MED23 MED9 MFSD11 MGST3 MIF4GD MPHOSPH9 MRPL45 MRPS35 MRPS36 MSL3 MTBP MTMR14 MYO18A NAA38 NANP NCAPD2 NEIL3 NEK2 NEK8 NELFCD NFATC2IP NMRAL1 NPM1 NTAQ1 NUDT1 NUDT9 NUP160 PAOX PAXIP1 PCNA PDCD4 PDZD11 PHLDA1 PIGU PLRG1 PNP POLH PQBP1 PRADC1 PRELID3B PRIMPOL PRKRA PSMA5 PTER PTP4A3 PTRHD1 PYCR3 R3HCC1 RABGEF1 RAD50 RAD52 RAN RCC2 RDM1 REPS1 RETREG2 RFTN2 RGCC RGS3 RHOB RNASEH2A RNF11 RPUSD1 RTN3 S100A10 SAE1 SEPTIN10 SLC25A24 SLC29A1 SLC36A4 SNRPD1 SNX1 SOAT2 SOD1 SPATA24 SPDL1 SRGAP3 SRPK1 SSR3 STRADB SUMO3 TAF6L TARBP2 TAX1BP3 TBX21 TDP2 TENT2 TM4SF5 TMEM35B TPGS2 TRIM24 TRIM59 TRMT2B TSN TTC8 TUBA1B UBC UBR7 UNC93B1 WDHD1 WDR90 XRCC1 ZBTB22 ZFP28 ZMAT1 ZMYM1 GSE22601_DOUBLE_NEGATIVE_VS_CD4_SINGLE_POSITIVE_THYMOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22601_DOUBLE_NEGATIVE_VS_CD4_SINGLE_POSITIVE_THYMOCYTE_DN ABHD17C ADCY6 AFP AIMP2 AJUBA AKIRIN1 ANKRD13A AOPEP AP4S1 APP ARHGAP29 ARPC5L ATP2A2 ATP6V1H ATXN7L3B AXIN2 BAZ1A BCCIP BCL6 BUD31 CAPN2 CASTOR1 CCNL2 CD53 CEBPB CIC CLDND1 CMPK1 CNDP2 CRNKL1 CSF1 CTSC CTSW CUL2 CYB561A3 CYB5A CYBC1 CYP11A1 DGLUCY DHX29 DNAH8 DNAJA1 DNAJB11 DPY19L3 ECM1 EED EI24 EIF1AY ENTPD4 ENTR1 ETV6 FLVCR1 FOXO1 FTSJ1 FUBP1 GATA1 GDAP2 GLIPR2 GMPPB GNGT2 GNPDA2 GPKOW GPM6B GRAMD4 GRB2 GTF3C6 HIF1A HLX HOPX HSPH1 HYPK IDE IFITM2 IL17RA IL27RA IL2RA IL4R INPP5B IRAK4 ISCU KPNA2 KRI1 KSR1 LAMA5 LBP LDHA LPCAT3 MAP3K8 MAPK11 MAT2A MCL1 MCTP2 MGRN1 MIDN MINDY3 MITD1 MMGT1 MON1A MRPL36 MRPL51 MRS2 MTCH2 MXD1 MYC MYD88 NAA15 NDRG3 NEAT1 NISCH NKG7 NOL10 NOP2 NUFIP2 NUS1 P2RY14 PARP14 PDCL3 PDE12 PDIA6 PFN1 PITPNA PLEKHG2 POU2AF1 PPA1 PPAN PPM1H PPP1R12A PPP4R3B PRDM1 PRKAR2A PSEN1 PSMA3 PSMA7 PSMC5 PSMD6 PTPN1 RAB18 RAB1A RAB4B RBM12 RBM6 RINL RPS6KB1 S100A6 SAMD9L SAMHD1 SANBR SATB1 SCAF4 SECISBP2 SEMA4A SEMA7A SIPA1L1 SLC25A30 SLC2A1 SLC35B1 SLC39A1 SLC39A7 SLC49A4 SLCO4A1 SNAPC1 SOCS1 SQLE SRSF6 ST3GAL4 STAT2 STAT3 STING1 STIP1 STX11 TBRG4 TCF7 TGFB3 TIMM8B TIPARP TLR1 TMEM176A TMEM64 TNFRSF8 TNS4 TOP1 TOR2A TRPM4 UBA3 UBE2E2 ULK2 UQCRB UTP4 VASP VPS54 VSIR VWA5A WDR45B XPO1 YRDC YWHAB YWHAH ZFP36L1 ZNF207 ZNF467 GSE22601_DOUBLE_NEGATIVE_VS_CD4_SINGLE_POSITIVE_THYMOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22601_DOUBLE_NEGATIVE_VS_CD4_SINGLE_POSITIVE_THYMOCYTE_UP ABI2 ACCS ACSS1 AGO1 AKIP1 AKT3 ANXA1 APPL2 AQP11 ARHGAP15 ARHGEF4 ASS1 ATL3 ATXN1 B9D2 BATF3 BCL2A1 BLCAP BNIP3L BTG2 C3orf80 C4orf46 CAPN3 CARD6 CASP2 CCDC28A CCL5 CCR8 CD9 CDC25B CDCA5 CEP57L1 CFAP20 COMMD8 CORO2A CPD CTLA4 CUL7 CXCL10 CYBA DAP DAPL1 DBP DEGS1 DENND11 DGKD DHRS13 DPY19L4 EHD3 ELL3 ENTPD1 ERI2 EWSR1 FADS2 FAM117B FAM3C FBXO25 FDFT1 FDPS FILIP1L FMNL3 FOXN3 FOXP1 FRMD8 GDI2 GFI1 GIMAP1 GNAS GPCPD1 GPR68 GRINA H1-0 HAUS1 HDAC5 HDAC7 HELLS HEMGN HLA-B HMGB3 HROB IDH2 IFIT1 IGF1R IGF2R INPP5F ITGA4 JCAD KIF21B LANCL2 LPXN LTB MACO1 MAD2L1 MBP MCM7 MED30 MEPCE MGAT5 MICAL1 MMD MRPL45 MRPS6 MTURN MXD4 NAA40 NATD1 NCMAP NDRG1 NEDD4 NFKB2 NFX1 NGLY1 NOD1 NOPCHAP1 NRP1 NSG2 NTAQ1 OARD1 OSER1 OTULINL PCK2 PDE3B PIK3IP1 PLCG1 PLIN2 PNRC1 PPM1D PPP3CA PTEN PTGR3 RAB11FIP1 RAD52 RANBP10 RBM38 RCAN3 RELB RFX5 RGS10 RGS2 RHOB RHOF RNASEL RNF11 RNF125 RNF181 RSPH3 S100A10 SAP30 SCARB1 SCD SDCBP2 SEC11A SESN1 SFXN3 SLC16A10 SLC25A45 SLC2A3 SLC30A1 SLC36A4 SLC43A2 SLC6A6 SMC4 SMS SRPK1 SSR3 ST8SIA1 STARD5 STK10 STK38 STX6 SYTL1 TAP1 TAPBP TBL1XR1 TECR TENT2 TES TGFB1 TLCD2 TMCO4 TMEM106B TMTC4 TNFRSF4 TNFSF13B TOB1 TRIM24 TSC22D3 TTC3 TXNIP UBC UBE2E3 UNC93B1 VARS1 VEZF1 WASF2 WDFY2 ZNF250 ZNF362 ZNF703 ZYG11B GSE22601_DOUBLE_NEGATIVE_VS_CD8_SINGLE_POSITIVE_THYMOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22601_DOUBLE_NEGATIVE_VS_CD8_SINGLE_POSITIVE_THYMOCYTE_DN CCN5 GATD1 MAP3K19 OPN5 OR10Q1 OR11H6 OR12D2 OR1L1 OR2W5P OR4F15 OR4K5 OR52A1 OR52E8 OR6C3 OR6C74 OSBPL11 OXNAD1 P2RX3 PARP4 PBK PBX1 PCDHB14 PCID2 PCSK2 PDAP1 PDC PDE2A PDHA2 PDLIM3 PDZD7 PELI3 PEX19 PFDN5 PHF21B PHTF1 PIK3C2B PIP4P1 PKDCC PLBD1 PLCL2 PNCK PNLIPRP3 POLR2A POU2F2 POU6F2 PPIF PPP1R13B PPP1R13L PPP3R2 PRKAG2 PRKCD PROCR PROX1 PRSS27 PRSS30P PRUNE1 PSEN2 PSG3 PTGER3 PWWP2A RAB39B RAB3GAP1 RAMP3 RAPGEF4 RBP2 RBPMS RD3 REC8 RELT RHBDF1 RHBDF2 RIBC1 RIF1 RNASET2 RP1 RPS6 RXRG SATB1 SCARNA6 SCN1A SCN7A SCUBE3 SEC14L1 SEPTIN14 SERPINE1 SESTD1 SETD5 SETDB2 SFMBT2 SFTPD SH3TC2 SH3YL1 SIRT3 SLC17A6 SLC22A20P SLC25A45 SLC26A3 SLC26A8 SLC29A2 SLC35A1 SLC35G5 SLC44A3 SLC45A4 SLC5A7 SLC5A8 SLC6A20 SMAD5-AS1 SMARCA4 SMC4 SMTNL2 SNORA14B SNORA54 SNORD115-40 SNORD115-41 SNORD115-44 SNORD53 SNORD6 SNX19 SNX5 SP1 SPACA4 SPATA20 SPATS2 SPOCD1 SPPL3 SRSF11 SSPOP SUN2 SUSD2 SUV39H1 TACSTD2 TAMM41 TAS2R60 TBC1D24 TBC1D4 TBCEL TBXAS1 TCAP TCF12 TDRD12 TEPP TERC TGFB3 TGFBI TIGD4 TIMM8B TIMP3 TKT TLR5 TMEM100 TMEM105 TMEM14A TMEM176A TMEM200A TMEM212 TMEM231 TMEM59L TMEM81 TNFRSF19 TOP1MT TOX2 TRA2A TRAV8-3 TSEN2 TSPAN13 TUT4 TYW1B UCN3 UPK3B USP20 USP42 VCL VPREB3 VWC2L VWF XAGE3 XRN1 ZAR1L ZBED5 ZBTB34 ZNF106 ZNF112 ZNF484 ZNF527 ZNF628 ZNF629 ZNF648 ZNF672 ZNF714 ZNF749 ZNF781 ZNF808 ZNF841 ZNF85 ZNF879 ZNF91 ZRSR2P1 ZSCAN12 GSE22601_DOUBLE_NEGATIVE_VS_CD8_SINGLE_POSITIVE_THYMOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22601_DOUBLE_NEGATIVE_VS_CD8_SINGLE_POSITIVE_THYMOCYTE_UP AANAT ABHD14B ABHD17AP4 ACAD10 ACRV1 ACTMAP ACVR1 ADA ADAMTS17 ADCY10 ADGRB3 ADH1B ADH4 ADM2 AHI1 AHSP AKAP12 ALDH16A1 ALG13 ALKAL2 ALKBH8 ALS2CL AMACR AMER1 AMER2 AMTN AMZ2 AMZ2P1 ANGPT4 ANKH ANKK1 ANKRD18A ANKRD30B ANKRD42 ANXA10 APOA4 APOD APOL5 ARHGAP33 ARL13A ARL4A ARL6 ARMCX1 ART4 ARV1 ASCL4 ASIC4 ASPRV1 ATF6 ATF7IP2 ATIC ATP10A ATP5PF ATP6V1F B3GALT5-AS1 BAHCC1 BHLHA9 BMAL2 BMP5 BNIP2 BOC BOLA3 BRIP1 BRSK2 BTNL9 C11orf42 C15orf32 C1QL4 C1QTNF8 C1R C1S C1orf131 C1orf53 C6orf58 C9orf40 CA5BP1 CALHM6 CAMK2A CAMK4 CASP8AP2 CBFA2T3 CCDC178 CCDC190 CCDC96 CCER1 CCL19 CCL28 CD200R1 CD226 CDC14A CDC42SE2 CDH12 CDX2 CELSR1 CHD5 CIAO2A CIBAR1 CIBAR2 CLDN15 CNGA2 CNN2 CNOT6L CNR1 COG5 COL13A1 COL16A1 COL20A1 COL4A2 COL9A2 COLEC11 COQ10A COQ2 CPNE3 CPXM1 CRIM1 CRYBB2 CTCFL CTSB CTSD CTSF CWF19L1 CXCL11 CYP1B1 CYP39A1 CYP4A22 CYP4F3 DAG1 DDX11L2 DDX25 DDX51 DEPDC1B DGKK DHRS7C DHX58 DIMT1 DLC1 DLEC1 DLG1 DLGAP2 DLGAP3 DMGDH DMXL1 DNAJB8 DNAJC1 DNAJC24 DNAJC27 DNAJC9 DPP3 DPT DRD4 DSCR8 DSG1 DTD1 DUSP11 DUT EBF1 EDA EFCC1 EFHD1 EFS ELANE ELAVL2 EMILIN1 ENPP6 EPC2 EPGN EPHA4 ERGIC1 ETV5 EVC2 EVPL FA2H FAM181A FAM209B FAM9A FDCSP GARIN3 HEATR9 IFTAP INIP INSYN2A LINC00518 LINC02897 LLCFC1 MCEMP1 METTL24 MIA2 MIX23 NYAP1 RIPOR2 SAXO2 SHLD1 SPATA6L SUPT20H TEFM TEKTIP1 TRABD2A UTP25 ZFAND4 GSE22601_DOUBLE_NEGATIVE_VS_DOUBLE_POSITIVE_THYMOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22601_DOUBLE_NEGATIVE_VS_DOUBLE_POSITIVE_THYMOCYTE_DN AFF4 AGER AIMP2 AKAP8L ALG3 ALKBH1 ANKRD13A ARHGAP30 ASB6 ASXL2 ATF6 ATP10A ATP6V1H AZI2 BAZ1A BAZ2A BCCIP BLTP3B C16orf54 C3orf38 CACNB2 CALCRL CAPN2 CARD6 CASP1 CCNL1 CD160 CD200R1 CDKN2D CEBPB CEBPZ CHFR CHMP1B CIB1 CLTB COQ10B CPE CPM CREBRF CRK CRLF2 CRYBG1 CYB5A DAAM1 DCUN1D4 DDX3Y DGKA DIAPH2 DMTF1 DOCK2 DPP4 EIF2AK1 EIF3K EIF4E3 ENTR1 ERMN ERN1 ESYT1 ETF1 EXOC6 FAM32A FAM8A1 FBXO17 FBXO9 FRAT2 G3BP2 GATA1 GDAP2 GDI1 GIMAP4 GIMAP8 GINM1 GLTP GMPPB GNL3 GNPDA2 GPBP1L1 GPR155 GSK3A HBP1 HLX HPS3 HSPH1 IAH1 IDH3A IGFLR1 IL2 INPP1 INPP5A IRAK3 ITGB3 ITPKB KBTBD8 KCTD12 KLRC1 KLRD1 KTI12 LPCAT3 MAML1 MBD2 MCTP2 MFAP1 MITD1 MMGT1 MPHOSPH10 MPI NARF NMD3 P2RY14 PATZ1 PCMTD2 PDE2A PDIA6 PEDS1 PHF20L1 PIK3C2A PITPNA PLEKHA3 PLEKHG2 PLIN3 PPA1 PPIL4 PPM1J PPM1K PPP1R12A PPTC7 PREB PRKACB PRKAR2A PRR14 PTPRE RAB18 RAB21 RASA3 RBFA RBM33 RBMS2 RELCH RFK RHOBTB2 RNF146 RUNDC1 S1PR4 SATB1 SDAD1 SEC13 SEC16A SEC24A SEC63 SELL SENP3 SENP7 SH2D1A SIRT2 SLC25A23 SLC25A33 SLC35B1 SLC35G1 SLC39A1 SNAP23 SNX10 SON SPNS1 SRM ST3GAL4 ST6GAL1 STAT3 STAT4 STIM2 TBC1D1 TBRG4 TCF7 TGM2 TIMM10 TMEM176A TMEM223 TNFRSF25 TNS4 TRAM1 TRAPPC14 TRAPPC2L TRAPPC8 TRPC4AP TRPM4 UBA3 UBA7 UBAC2 UBASH3B UBE2D3 UBE2G2 UBE2H UGGT1 UIMC1 UNC45A UPF2 USP12 VPS4B WDR45B YRDC YWHAZ GSE22601_DOUBLE_NEGATIVE_VS_DOUBLE_POSITIVE_THYMOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22601_DOUBLE_NEGATIVE_VS_DOUBLE_POSITIVE_THYMOCYTE_UP ABCC2 ABHD17A ABHD17B ACOX3 ACVR1 ADAM10 ADAMTS16 ADAMTSL4 ADGRG1 ADGRG2 AGT ALDH16A1 ALG8 ALKBH8 AMD1 AMOT AMZ2 ANKH ANKRD24 ANKRD42 ANXA2P2 APOL5 ARL13A ARL13B ARMC7 ASAP3 ASPRV1 ASTL ATF7IP2 ATG3 ATIC ATP13A2 ATP5IF1 ATP5PF ATP6V1F B3GALT5-AS1 BAG2 BAG5 BHMT2 BNIP2 BRD7P3 BRIP1 BUB3 C12orf75 C16orf54 C1QL4 C1QTNF2 C1S C2orf50 C6orf141 C6orf58 CALHM6 CAMK4 CAMSAP1 CAPN7 CASP4 CASP7 CASP8AP2 CCDC47 CCDC61 CCDC86 CCDC96 CD200R1 CD226 CDC14C CDH1 CDK4 CDKN1C CDO1 CERCAM CHADL CHEK2 CHML CHORDC1 CIAO2A CKS2 CLN3 CNKSR3 COG5 COQ10A CORO1A COX16 COX7C CSF3R CSTL1 CTCFL CTLA4 CTSB CTSD CTSF CXCL11 CYP27B1 DAB1 DCAF8L2 DDX39B DENND2C DGAT1 DHRS7B DIMT1 DIPK2A DNAJB2 DNAJC1 DNAJC24 DNAJC5B DNAJC9 DRC7 DRD2 DTD1 DVL3 EIF3D EIF4EBP2 ENPP5 EOGT EPB41 EPB41L5 EPGN EPHA4 EPHX3 ETV5 EYA1 FA2H FAM181A FAM209B FAM89B FAM90A1 FECH FEZ2 FGF12 FKBP4 FMN2 FOSL1 FOXE1 FSHR FTSJ3 G6PD GABRR1 GAL3ST3 GALNT13 GARIN3 GCK GCNT4 GFRA3 GGTLC1 GHR GIN1 GINS1 GLG1 GLRA3 GLYAT GMPR2 GNA13 GNAI1 GNAQ GNPAT GP1BA GPATCH3 GPR137B GPR37 GPR4 GPRC5A GRB7 GRIA2 GRPEL1 GSTM1 GTF2A1 HAUS5 HCAR3 HIPK3 HMBS HNRNPM HOOK3 HPCAL4 HPRT1 HS1BP3 HSD3B7 HSDL2 HSP90AA2P HSPB7 IBA57 IFTAP LAMP5 LINC02868 MFSD12 MIX23 MYRFL NELFB NOCT NYAP1 PGGHG PLAAT5 PSME3IP1 RPP38-DT RTL8C SDHAF3 SHLD1 TMA16 ZFHX3 GSE22601_DOUBLE_NEGATIVE_VS_IMMATURE_CD4_SP_THYMOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22601_DOUBLE_NEGATIVE_VS_IMMATURE_CD4_SP_THYMOCYTE_DN ABHD17A ACRV1 ADAMTS17 ADARB1 ADCY10 AKAP12 AKR1C8 AKT1S1 AKT2 ALDH16A1 ALG13 ALG8 ALKBH8 AMACR AMD1 AMDHD1 AMER2 AMIGO2 AMZ2 AMZ2P1 ANGPT4 ANKK1 ANP32A ANXA2P2 APCDD1 APOC1 APOD APOL5 ARHGAP31 ARID5A ARL13B ARL4A ARL6 ARMC7 ARMCX1 ARV1 ASAP3 ATF1 ATF7IP2 ATG14 ATG3 ATIC ATP10A ATP13A2 ATP5PF ATP6V1F ATP7A BABAM1 BAG2 BCAS3 BICDL1 BLOC1S1 BMP5 BNIP2 BOD1 BOLA3 BRIP1 BTG2 BTNL9 BYSL C11orf42 C1QL4 C1R C1S C9orf40 CABCOCO1 CALML6 CAMK2A CAMSAP1 CASP4 CASP7 CASS4 CBFA2T3 CBX8 CCDC178 CCDC42 CCDC61 CCDC86 CCNB2 CCND3 CD200R1 CD79B CDC14C CDC25A CDH12 CDHR5 CDKN1C CDO1 CELSR1 CFAP410 CIRBP CKS1BP6 CLEC4F CLIC3 CLXN CMAHP CNGA2 COL8A2 COL9A2 COPE COQ4 CORO1A COTL1 COX16 COX7C CPXM1 CREB3L1 CSGALNACT1 CSPP1 CST1 CSTL1 CTCFL CTLA4 CTSD CTSF CTSO CTSS CYP1B1 CYP4F3 DAB1 DAP3 DDX25 DDX31 DDX5 DDX51 DEFA6 DGCR2 DGKK DHRS7B DLC1 DLEC1 DNAH9 DNAJB11 DNAJB2 DNAJC1 DNAJC22 DNAJC27 DNAJC5B DPP3 DPT DRD4 DSCR8 DUT DVL2 EDA EFHD1 EGR2 EID1 ELOVL1 ELOVL3 EMILIN1 ENOX2 EOGT EOLA2 EPB41L2 EPB41L5 EPC2 ERGIC1 ETV5 EVC2 FA2H FAM89B FARP1 FBXW2 FDCSP FDXR FECH FER1L5 FEZ2 FGF12 FOXC1 FOXE1 IFTAP INIP INSYN2A KNOP1 LINC00518 MCEMP1 MINDY2 MIX23 MYRFL NELFB NOCT PRR33 PSME3IP1 RHEX RIPPLY3 SAXO2 SDHAF3 SMIM2 SPATA6L SUPT20H TEKTIP1 TMA16 TMEM255A UTP25 ZFAND4 ZFHX3 GSE22601_DOUBLE_NEGATIVE_VS_IMMATURE_CD4_SP_THYMOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22601_DOUBLE_NEGATIVE_VS_IMMATURE_CD4_SP_THYMOCYTE_UP EMC6 KMT5A MRM3 NEMP2 PIP4P1 PPP1R15A PPP1R18 PPP1R26 PPP1R9B PPP4C PPP4R2 PRDX3 PRDX4 PRKCD PRMT2 PRPS1 PRUNE1 PSMA1 PTBP1 PTS PUS7 PYCARD RAB34 RAB39B RAB3GAP1 RAB5C RAD51B RAD54L2 RALGDS RAP1GAP2 RBM44 RCCD1 REEP3 RGL2 RHBDF2 RIC8B RIF1 RMND1 RNASET2 RNF145 RNF34 RPL27 RPN1 RPS6 RRP1B RSBN1L RTF1 RTTN RXRA RXYLT1 S1PR1 SACS SCARNA6 SEC14L1 SEC22B SESN2 SESTD1 SET SETD5 SETDB2 SGMS1 SH3BP5 SH3GL1 SHISA7 SIAH1 SKAP1 SLAIN2 SLC22A20P SLC25A3 SLC25A45 SLC35A1 SLC35F2 SLC39A1 SLC39A3 SLC4A1AP SLC4A5 SMARCA4 SMC4 SMU1 SMYD3 SNORA14B SNORA33 SNORA54 SNORA5A SNORD42A SNORD54 SNW1 SNX15 SNX19 SNX25 SNX5 SOD2 SORBS3 SP1 SP3 SPAG7 SPATA20 SPI1 SPPL3 SPRYD7 SRCIN1 SRI SRSF12 STAM2 STK11IP STX8 SUGT1 SUMO3 SUZ12P1 SYNJ2 SYNJ2BP SYTL3 TAF12 TAF1L TAMM41 TAS2R46 TAX1BP1 TBC1D20 TBC1D4 TBCEL TCF12 TCIRG1 TEPP THAP4 THOC7 TKT TLE4 TMED9 TMEM14A TMEM14C TMEM192 TMEM231 TMEM237 TMEM9B TNFSF8 TNIP2 TOMM20 TOR1A TPST2 TRA2A TRAV8-3 TRIM38 TRMT2A TRUB1 TSEN2 TSPYL4 TSPYL5 TUBA1B TWSG1 TXN TXNDC15 TXNDC16 TXNL1 U2AF1 UAP1L1 UBE2I UBR7 UFD1 UNC119B UPP1 UQCR11 UROS USP20 VCL VIM VRK2 WWC3 XPA XRCC5 XRN1 ZBED5 ZBTB34 ZCCHC14 ZER1 ZIC1 ZNF106 ZNF148 ZNF417 ZNF45 ZNF473 ZNF484 ZNF592 ZNF621 ZNF672 ZNF70 ZNF705A ZNF714 ZNF749 ZNF773 ZNF781 ZNF808 ZNF841 ZNF85 ZNF879 ZNF91 ZNHIT6 ZNRD2 ZRANB1 ZSCAN12 ZYX GSE22601_DOUBLE_POSITIVE_VS_CD4_SINGLE_POSITIVE_THYMOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22601_DOUBLE_POSITIVE_VS_CD4_SINGLE_POSITIVE_THYMOCYTE_DN AARSD1 ACTG1 ALKBH7 ANP32E ANXA4 ARL6IP1 ARMCX3 ATAD2 ATP5F1B BATF3 BRCA1 BRCC3 C11orf54 C18orf54 CBX5 CCDC18 CCDC77 CCNE1 CCNE2 CD28 CD52 CD81 CDC123 CDCA7L CDKN1A CENPA CENPC CENPI CENPJ CENPL CENPS CHCHD5 CIP2A CIT CKAP2L CLDND1 CLN6 CNIH4 COX6B2 CPNE2 CSRP1 CTNNA1 CYB561A3 DACH2 DARS2 DCAF4 DCTPP1 DECR1 DHFR DHX29 DNM1L DTNBP1 DYNLL2 E2F8 ECH1 EME1 ERI1 ESCO2 EXO1 FABP5 FAM162A FRA10AC1 GEMIN6 GET4 GINS2 GLOD4 GLT8D1 GTSE1 H2AX HAT1 HAUS3 HDGF HIRIP3 HJURP IDE IFT74 ILVBL INCENP IPO9 ITM2A JDP2 KAT14 KCTD2 KDM2B KIF11 KIF2C KIF4A LBP LGALS1 LNPK LRRC75A LRRCC1 LSM3 MAD1L1 MALT1 MBD4 MCM2 MDM1 MIF4GD MPHOSPH9 MRPL51 MRS2 MSH6 NAA38 NAGK NAP1L1 NCAPD2 NCAPG NCAPH NCF4 NDC1 NDE1 NEFH NELFCD NFYB NPM1 NRN1 NSL1 NSMCE1 NUP205 NUP37 PAQR4 PAXIP1 PCBP2 PCNA PDS5B PDZD11 PENK PGP PITRM1 PNP POC1A POLE3 POLH POLR2E POP4 PRDX4 PRKRA PRMT1 PSIP1 PTP4A3 PTRH2 RAB8B RACGAP1 RAD50 RAD54L RBL1 RCC2 RFC4 RFWD3 RGS10 RNASEH2C RNF168 RPP30 RRM1 SAAL1 SAPCD2 SDHAF3 SEPHS1 SEPTIN10 SHMT2 SIRT5 SLC25A24 SLC36A4 SLC66A3 SMC4 SMS SNRPD2 SPDL1 SRBD1 SSRP1 ST13 STIP1 SUPT3H TACC3 TAF6L TCOF1 TDP1 TFB1M TFDP1 TIAM1 TMEM120A TMEM218 TNFRSF8 TPGS2 TPX2 TRIM28 TRIM59 TUBA1B TUBE1 TUBG1 TXN UBAC1 UCHL3 UCHL5 UNC93B1 VDAC3 WDR62 WDR90 ZWILCH GSE22601_DOUBLE_POSITIVE_VS_CD4_SINGLE_POSITIVE_THYMOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22601_DOUBLE_POSITIVE_VS_CD4_SINGLE_POSITIVE_THYMOCYTE_UP CPLANE2 EMC6 HMGB3P30 MAP3K19 MRM3 ODAD4 PROX1 PRPF8 PRPH2 PRSS27 PRSS30P PRSS33 PRSS36 PSEN2 PSME4 PSORS1C1 PTH PTPRM PTS PUS7 RAB39B RAD51B RAD54L2 RALGDS RAPGEF4 RARRES1 RBM44 RBP5 RD3 RECQL4 RFX5 RHBDF1 RIBC1 RIMS1 RIMS3 RIN1 RMND1 RNF145 RNF222 RNF7 ROR2 RPA2 RPL28 RPS5 RRP1B RSBN1 RTF1 RTTN RXRA RXYLT1 SCARNA6 SCEL SCHIP1 SCN1A SCN7A SCUBE3 SDK2 SEMA6A SEPTIN14 SERPINE1 SETD5 SFTPD SH3BP4 SH3BP5 SHARPIN SHISA7 SIAH3 SLC10A6 SLC22A20P SLC26A3 SLC26A8 SLC2A10 SLC35F2 SLC43A1 SLC4A5 SLC8A2 SLCO3A1 SLX4 SMAD5 SMARCA1 SMARCA4 SMYD3 SNAI2 SNAP91 SNORA33 SNORA51 SNORD115-41 SNORD38A SNORD53 SNORD63 SNX19 SOCS5 SORBS3 SP1 SP3 SPACA4 SPATS2 SPDYE3 SPP2 SPPL3 SPRR2E SPRR4 SQLE SSPOP STAR STK11IP STK17B SUGT1 SUSD2 SUZ12P1 SYNJ2BP SYTL3 SYTL5 TACSTD2 TAS2R60 TAX1BP1 TBC1D22A-AS1 TBC1D24 TCF12 TDRD12 TEC TERC TEX9 TGFB1I1 TGFB3 THBD TLX2 TM4SF20 TM4SF5 TMCO5A TMEM105 TMEM120B TMEM132E TMEM176B TMEM59L TMEM69 TMEM81 TMPRSS3 TMPRSS5 TOR1A TPPP2 TRA2A TRIM38 TRMT2A TRMT61A TSGA10IP TSPAN12 TSPAN5 TSPYL4 TSPYL5 TTC14 TUBA1B TUBB2A TXNDC16 TXNDC8 TYW1B UBIAD1 UBL4B UGT8 URB2 USHBP1 USP42 VPS18 VPS33B VSIG10 VTI1A VWA2 VWC2L WNT6 WWC3 XRN1 YAP1 YIPF5 YTHDC2 ZAR1L ZBTB34 ZCCHC14 ZDHHC11 ZER1 ZNF106 ZNF112 ZNF135 ZNF329 ZNF385B ZNF396 ZNF527 ZNF564 ZNF664 ZNF705A ZNF781 ZNF827 ZNF879 ZNF91 ZNHIT6 ZRANB3 ZSCAN4 GSE22601_DOUBLE_POSITIVE_VS_CD8_SINGLE_POSITIVE_THYMOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22601_DOUBLE_POSITIVE_VS_CD8_SINGLE_POSITIVE_THYMOCYTE_DN AAAS AAK1 AARSD1 ADAMTS6 ADPRM AGL AJUBA AKAP7 ALDOA ANAPC7 AP1G2 AP3S2 APEX1 ARHGEF39 ASF1B BANK1 BATF3 BEND5 BLOC1S2 BMI1 BORA BRCA1 BRIP1 BTBD19 C11orf54 C12orf75 C7orf50 C8orf76 CASP7 CCDC18 CCDC77 CCDC90B CCNE2 CCT4 CD28 CD83 CDC45 CDC6 CDIN1 CDK2AP1 CDK4 CEMIP2 CENPA CENPC CEP57 CEP72 CHCHD5 CHD1L CHEK2 CIT CRIP1 CRLS1 CSRP2 DAP DCAF4 DCTPP1 DDIAS DECR1 DHFR DNASE1L1 DNPEP DSN1 DTNBP1 EEF1G EHMT2 ENTPD1 EPB41L2 ERI1 FH FKBP5 FUCA1 GAS2 GEM GJA1 GOLIM4 GPR68 GRK5 GSTCD GYPC H2AZ1 HAUS3 HAUS4 HLA-DQA1 HNRNPR ICAM1 IDH2 ILF3 ILVBL IRAK1BP1 ISOC1 JMJD1C KDM1A KDM2B KIF11 KMT5C KPNA2 LDHB LGALS1 LHPP LMNA LRRC75A LRRCC1 LSM2 MAPKAPK2 MED9 MFSD11 MGST3 MICAL1 MLF1 MLLT3 MPHOSPH9 MRPS35 MSH6 MTHFD1L MTMR3 MZT1 NANP NAT10 NCAPD2 NDFIP1 NEIL3 NFIL3 NGLY1 NIBAN1 NPM1 NUDT1 P2RX7 PAFAH1B3 PCK2 PDLIM4 PEX16 PFAS PHLDA1 PIERCE1 PLIN2 PLK4 POGLUT2 POLR2H PPP1R10 PQBP1 PRELID3B PRKCD PSMC6 PTER PWP1 PYCR3 RALBP1 RAN RCC1 RCC2 RFWD3 RPTOR RPUSD1 RTN3 SAE1 SCPEP1 SDHAF3 SERPINF1 SESTD1 SIN3B SLC25A1 SLF2 SMS SP1 SPDL1 SRBD1 SRPK1 STK35 TACC3 TBC1D31 TBC1D7 TBX21 TCERG1 TDP2 TENT2 TFB1M TINF2 TMEM192 TMEM263 TNFAIP8L1 TNFSF4 TOP3A TPX2 TREX1 TRIM59 TRMT2B TTC8 UBR7 UGP2 UMPS UNC93B1 USP22 VEZF1 WASHC1 XBP1 YIF1A ZBTB22 ZFP1 ZFP28 ZMYM1 GSE22601_DOUBLE_POSITIVE_VS_CD8_SINGLE_POSITIVE_THYMOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22601_DOUBLE_POSITIVE_VS_CD8_SINGLE_POSITIVE_THYMOCYTE_UP ABTB1 ADAMTSL4 AFF3 AFF4 AHCYL2 AKAP13 AKAP8L ALKBH1 ALKBH4 ANKH ARIH2 ATG13 ATP1A1 BCL2 BTG2 BTG3 C14orf119 C6orf118 CCND2 CCNI CD164 CD200 CD274 CD53 CD8B CD96 CDKN1B CHMP1B CMIP CNP CPE CPM CREBRF CRLF3 CYTIP DALRD3 DEGS1 DEXI DGKA DGKD DOCK2 DYRK2 EGR1 EHD3 EIF2AK1 EIF3F ELF1 ENTPD5 EPSTI1 ETNK1 ETV3 EZH1 F2RL1 FAM32A FAM8A1 FBXO32 FBXO33 FOXP1 GADD45G GIMAP4 GMFG GNG2 GNS GRINA GZMH HACD3 HLA-G HS3ST3B1 IDNK IER3 IL15RA IL17RA IL18RAP IL1RL1 IL4R INPP1 IRAK3 IRF9 ITGA7 ITK ITPKB JUN KBTBD11 KIDINS220 KLF13 KLRC1 LAT LGALS3BP LIMD1 LIME1 LIPA LPAR6 MAML1 MARCHF6 MAT2B MBD2 MFNG MFSD6 MPPE1 MYO6 NFKBIE NFRKB NIPAL1 NRIP1 NRROS NSD3 NXPE3 ORAI2 OSBPL3 OSM OXR1 PARP14 PCMTD1 PCMTD2 PDE2A PDLIM1 PELI1 PHAF1 PIK3C2A PLCG2 PNRC1 POU6F1 PPM1K PPP1R12A PPP1R3C PPP3CA PRAMEF8 PRKACB PRKCA PTEN RAB21 RABAC1 RBM33 RCN1 RETREG3 RIOK3 RIPOR2 RNF111 RNF146 RNF19A RRAGD RUNDC1 S100A4 S1PR4 SARAF SELENOO SELENOS SELENOT SELL SH2D1A SIDT2 SLAMF1 SLAMF6 SLC20A1 SLC25A45 SLC2A3 SLC35G1 SLC41A1 SLC4A7 SLC9A9 SMAD7 SNX14 SPNS1 SPO11 SSH2 ST8SIA6 STIM2 STING1 STK17B STK38 STT3B STX16 SUN2 TAB2 TENT5A TGIF1 TMEM123 TNFRSF25 TNFRSF9 TOR3A TRIM21 TRIM25 TRIM34 TRIM56 TRPC4AP TSR1 TTYH3 UBAC2 UBASH3B UBE2H UGGT1 ULK1 UPF2 UTRN VPS54 WASHC4 YPEL3 ZBP1 ZBTB2 ZYG11B GSE22601_IMMATURE_CD4_SINGLE_POSITIVE_VS_CD4_SINGLE_POSITIVE_THYMOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22601_IMMATURE_CD4_SINGLE_POSITIVE_VS_CD4_SINGLE_POSITIVE_THYMOCYTE_DN DISP3 GATD1 KMT5A MAP3K19 MRM3 NEMP2 OGN OPN5 OR14C36 OR1L1 OR2L8 OR52A1 OR56B4 OR6C74 OSBPL11 OSGIN1 PARP4 PCBP2 PCDHB14 PCDHB8 PDAP1 PDC PDCD6IP PDXK PFDN6 PFKFB1 PGP PHB1 PHF19 PHF8 PHTF1 PHTF2 PIP5K1B PITPNM1 PKN1 PLBD1 PLBD2 PLEKHB2 PNPLA2 POP5 POP7 PPIAP26 PPM1J PPP1R18 PPP1R1C PPP1R9B PPP3R2 PRDX4 PRKCD PRPF8 PRPS1 PRSS33 PSMA1 PUS7 RAB34 RAB3GAP1 RAB5C RAD54L2 RAMP3 RAP1GAP2 RBPMS RCCD1 RD3 REC8 RECQL4 REEP3 RFX5 RGL2 RHOF RMND1 RNF6 RPL28 RTF1 S100A3 SALL2 SCARNA14 SCGB2B2 SEC14L1 SERTAD3 SESN2 SESTD1 SET SETD5 SETDB2 SFT2D3 SH3BP5 SH3GL1 SHCBP1L SHISA7 SIAH1 SIRT3 SLC10A6 SLC14A2 SLC25A45 SLC26A8 SLC2A10 SLC31A1 SLC35F2 SLC37A3 SLC39A3 SLC3A2 SLC43A1 SLC45A4 SLC4A1AP SLC6A20 SLC9A4 SLCO3A1 SLX4 SMARCA1 SMARCA4 SMC4 SNORA14B SNORD42A SNORD53 SNW1 SNX25 SOD2 SP1 SP3 SPATA20 SPRR2E SPRR4 SQLE STAM2 SUGT1 SUMO3 SUZ12P1 SYCP2L SYNJ2 TAF9B TBC1D20 TBC1D24 TBC1D4 TCIRG1 TDRD12 TEX13B TEX9 TGFB3 THAP4 TIMP3 TKT TLR5 TMEM132E TMEM163 TMEM176A TMEM200A TMEM218 TMEM231 TMEM237 TMEM59L TMEM72 TMPRSS3 TNFRSF19 TNIP2 TPST2 TRAF3 TRMT61A TSPAN5 TTC14 TTC22 TUBA1B TUBB2A TXN TXNDC15 TXNDC16 UBIAD1 UBR7 UPP1 USP20 VIM VPS18 VSTM1 VWA5A WNT5A WWC3 XDH XRCC5 XRN1 YAP1 YIPF5 YTHDC2 ZBED5 ZBTB34 ZBTB39 ZCCHC14 ZDHHC11 ZMAT2 ZNF34 ZNF341 ZNF473 ZNF592 ZNF620 ZNF672 ZNF70 ZNF749 ZNF773 ZNF808 ZNF836 ZRANB1 ZYX GSE22601_IMMATURE_CD4_SINGLE_POSITIVE_VS_CD4_SINGLE_POSITIVE_THYMOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22601_IMMATURE_CD4_SINGLE_POSITIVE_VS_CD4_SINGLE_POSITIVE_THYMOCYTE_UP ACTN1 ADCY6 AKT2 ANXA5 AP4S1 APP ARF1 ARHGAP29 ARHGEF6 ARPC5L ATG3 ATP2A2 ATP6V1H ATXN7L3B BBLN BCCIP BICD2 CCR5 CDC23 CDC42EP3 CDR2 CEP55 CETN3 CHD3 CIC CLDND1 CNN2 CORO1A COX17 CRNKL1 CSK CTSC CTSD CTSW CXCR3 CYB561A3 CYB5A CYP11A1 DACH2 DBNL DCUN1D2 DHX29 DMTF1 DNAH8 DNAJA1 DNAJB11 DSTN ECH1 ECM1 ECSIT EDEM3 EI24 ELAVL1 EMG1 ENTPD5 ENTR1 ERH ESYT1 ETV6 EXOSC8 EXT2 FAM120B FAM78A FAM98A FGGY FOXO4 GALNT6 GATD3 GBA1 GDI1 GGT1 GIMAP7 GLRX2 GNG2 GPM6B GPR132 GPSM3 GRAMD4 GRB2 GTF3C6 HACD1 HDAC6 HECTD3 HIC1 HMMR HOPX HSDL2 HSPA1B HYPK IL12RB2 IL27RA INPP5B ITGB1BP1 ITPKB KBTBD11 KCNN4 KDM5C KPNA2 L1CAM LAMA5 MAPK11 MCTP2 METTL3 MGRN1 MID1IP1 MRPL51 MRPL52 MRPS21 MRPS25 MRS2 MTCH2 MTF2 MTREX NARF NDRG3 NEAT1 NEMF NISCH NKG7 NXF1 PAFAH2 PDIA6 PFN1 PICALM PIGQ PKP3 PLAC8 PNN POU2AF1 PPDPF PPME1 PPP2R5A PRKAR2A PROS1 PRPF38B PSD4 PSMA3 PSMD6 PTPRCAP RAB4B RASSF2 RBX1 RFK RFX1 ROMO1 RPS6KA1 RRAS2 S100A11 S100A6 SCAMP3 SELPLG SENP7 SIPA1L1 SLA SLC30A4 SLC30A5 SLCO4A1 SMAP2 SMARCD2 SOAT1 SPICE1 SRSF6 SRSF7 SSBP4 SSNA1 ST3GAL1 STAT1 STIP1 SUGT1 SYS1 SYT11 TALDO1 TGFB3 THY1 TIA1 TLR1 TMEM126A TMEM147 TMEM158 TMEM238 TNFRSF1A TOP1 TPRG1L TRAF5 TRIB2 TRPV2 TUBB4B UBA1 UBL4A ULK2 UQCC2 VPS36 VPS45 VSIR VWA5A XPO1 ZFP36L1 ZNF207 ZNF280D ZNF467 GSE22601_IMMATURE_CD4_SINGLE_POSITIVE_VS_CD8_SINGLE_POSITIVE_THYMOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22601_IMMATURE_CD4_SINGLE_POSITIVE_VS_CD8_SINGLE_POSITIVE_THYMOCYTE_DN ABHD17B ABHD17C ABI3 ADAM19 ADORA2B ADPRM AHR AJUBA AOPEP APEX1 AQP9 ARAP2 ARF6 ARL5A ARMCX3 ARMCX6 ASB2 ASF1A BCL2L11 BHLHE40 BIRC3 BLTP3B BMP2K C19orf12 C21orf91 CASP4 CASTOR1 CD82 CDKN2D CEBPB CEBPD CGAS CHD7 CHSY1 CIRBP CLDN12 CRYBG1 CSF1 CSRNP1 CYTIP DIS3 DTX3L EGLN3 ELOVL6 EMP1 EPAS1 FAM133B FAM241A FAS FFAR2 FLOT1 FOSL2 FRMD4B FRMD6 FURIN G3BP2 GATA1 GBP6 GEM GJA1 GNA13 GNL3 GPLD1 GPR155 GUCD1 GZMB HIF1A HLX IFI35 IFITM3 IGFBP4 IKZF4 IL12RB2 IL24 IL6ST IRF7 IRF9 IRGM JAK2 KAT2B KBTBD11 KBTBD8 KLHDC2 KRI1 KSR1 LGALS3BP LIF LTA MAGOHB MALT1 MAP3K8 MAPK6 MAPKAPK2 MDFIC MFSD6 MIDN MLLT3 MTMR3 MXD1 MYD88 NAA16 NABP1 NAF1 NCBP3 NFE2L2 NFIL3 NFKBIZ NOTCH1 NSD3 NSMCE1 ODC1 OSM P2RY14 PARP14 PCGF5 PDE12 PGS1 PICALM PLSCR1 PPA1 PPAN PPP1R16B PPP2CB PPRC1 PRDM1 PRNP PROS1 PTGER4 PTPN1 PUS7L RAB18 RAB27A RAPGEF6 RASGRP1 RBM48 RNF149 RNF19A RNF31 RRAGD RRAS2 RTP4 RUNX3 SAMSN1 SCO1 SEC24A SELP SEMA4D SEMA7A SERPINB1 SGK1 SGMS1 SGO1 SLC25A30 SLC2A1 SLC30A4 SLC35F5 SLC38A2 SLC39A1 SLC41A1 SLC49A4 SLFN13 SMAD5 SOCS1 SPECC1 SSH2 ST3GAL4 STAT1 STAT2 STAT3 STX11 SYNJ1 TAF5 TBX21 TCP11L2 TGM2 TIGD2 TIPARP TIRAP TMEM64 TNFAIP8 TNFRSF1B TNFRSF25 TREML2 TRIM25 TWF1 TXNRD1 UBA3 UTP23 VPS54 WDR44 XAF1 XBP1 YIPF6 ZBP1 ZFP1 ZFP36 ZFPM1 ZNF281 ZNF365 ZSCAN12 GSE22601_IMMATURE_CD4_SINGLE_POSITIVE_VS_CD8_SINGLE_POSITIVE_THYMOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22601_IMMATURE_CD4_SINGLE_POSITIVE_VS_CD8_SINGLE_POSITIVE_THYMOCYTE_UP ACP5 ALS2CL AMMECR1L ANGPTL4 ANKRD50 ARRDC3 ATOSB B3GNT2 BMT2 BTG2 C8orf58 CARD6 CBX2 CBX4 CCM2 CCNF CD27 CD5 CDC42EP3 CDKN1B CEP57L1 CITED2 CNP CNPY4 CREB1 CRLF3 CXCR3 CXCR4 CYTH4 DDIT4 DEDD2 DEPDC1B DGUOK DIPK1A DIPK2A DNAJB4 DOK2 DUSP10 DUSP2 EHD3 EIF2AK3 EIF4A2 ERF EVI2A EVI2B FAAH FAM111A FAM117A FAM117B FAM53B FAM78A FAM89B FBXO25 FILIP1L FRMD8 GALNT9 GATA3 GBA2 GFI1 GIMAP6 GIMAP7 GLRX GPR132 GPR68 GRAP GTF2I HAUS3 HEMGN HERPUD1 HJURP HS3ST3B1 HSDL1 HVCN1 ID3 IFNAR1 IL12RB1 IL16 INTS6 IRF2 IRF2BP2 IRF6 ITPKB JADE2 JDP2 KCNN4 KIF21B KLF2 LDLRAP1 LPAR6 LRRC8A LTB MADD MAP7D1 MBP MDC1 MEN1 METRNL MID1IP1 MMD MRPS6 MSL1 MSRB1 MTHFR MXD4 MYB N4BP2L1 NAB2 NATD1 NCK1 NFATC3 NIPAL1 NOD1 NPRL2 OTULINL PADI2 PAGR1 PARP11 PDE4B PHLDA1 PIK3IP1 PNRC1 PPDPF PRKD2 PRMT2 PSD4 PTGER2 PTGIR PTGR3 PTPN22 RAB19 RANBP10 RASGRP2 RASSF2 RBM38 RBM4B RFX1 RFX5 RGS14 RGS2 RGS3 RHOB RHOF RHOH RNF125 RNF181 RPS6KA1 SAP30 SASH3 SELENOP SESN1 SESN2 SH2D2A SH2D3C SIT1 SLA SLA2 SLC2A3 SLC43A2 SLC5A3 SNRK SNX20 SOX4 SPICE1 ST8SIA4 STARD5 STK26 SUPT4H1 TBC1D10B TBC1D10C TBXA2R TDRP TENT5A TMEM154 TMIE TNFAIP3 TNFAIP8L1 TNFAIP8L2 TNFSF11 TNIP1 TOB1 TP53I13 TRAF3IP2 TRAF3IP3 TRAF5 TRPV2 TSC22D3 TSC22D4 TSPAN14 TSPAN32 TTK TTLL1 TXNIP UBE2T UGCG WDR12 XYLT2 ZNF260 ZNF467 ZNF654 ZYG11B GSE22601_IMMATURE_CD4_SINGLE_POSITIVE_VS_DOUBLE_POSITIVE_THYMOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22601_IMMATURE_CD4_SINGLE_POSITIVE_VS_DOUBLE_POSITIVE_THYMOCYTE_DN AAK1 ABHD17B ABTB1 ACBD6 ADAMTS6 AGL AHR AKAP13 AKT3 ALDOC ANXA3 APEX1 ARAP2 ARHGAP15 ARL5A ASAP1 ATXN1 BATF3 BCKDHA BCL2A1 BIVM BMP2K C17orf80 C19orf12 C1QTNF12 C3orf80 CALCOCO1 CAPN3 CASP7 CCDC122 CCNG2 CD82 CD9 CD96 CDT1 CHD7 CIR1 CLDN12 CNOT6 CPD CUL7 CYP2S1 DAP DAPL1 DDX50 DEGS1 DENND11 DGKD DOCK10 DUSP2 DUSP4 ENTPD1 EPAS1 EPSTI1 ERI2 EXTL2 FADS2 FAM107B FAM117B FDPS FOSL2 FOXP1 FRMD4B FRMD6 GAB2 GALNT7 GBP6 GJA1 GOLIM4 GPCPD1 HDAC5 HECA HIVEP3 HMGB3 ICAM1 IDH2 IKZF3 IL17RA INPP5F IRF9 IRGM ITK JCAD JMJD1C KDM1A KLRD1 KTN1 LIF LITAF MAEA MAPK6 MAPKAPK2 MCM3 MED30 MELK MGAT4A MGAT5 MICAL1 MLLT3 MTMR3 MTURN MXD1 MXD4 MXI1 NAMPT NATD1 NDRG1 NFE2L2 NFIL3 NGLY1 NIBAN1 NOPCHAP1 NRN1 NSD3 NSG2 OGA OSER1 PARP14 PBK PCK2 PDE3B PIK3CG PIP4K2A PLCG1 PLEK PPP1R10 PPP1R16B PPP2CB PRNP PRR5L PRXL2A PSPC1 PTGER4 RAD52 RALGPS2 RASGRP1 RCSD1 RELB RESF1 RFX5 RGS10 RMND5A RNF149 RPS6KA3 RRAGD RSPH3 SAMSN1 SCD SERPINF1 SESTD1 SFMBT2 SFXN3 SLC15A3 SLC25A53 SLC30A1 SLC41A1 SMS SPECC1 SRPK1 SSH2 ST13 ST8SIA1 STAT2 SYTL2 TAF5 TAP1 TBL1XR1 TBX21 TENT2 TENT5C TES TGFB1 TIAM1 TIGD2 TLCD2 TLE1 TMEM243 TMEM40 TNFAIP8 TNFSF13B TNFSF4 TOR3A TRIM25 TTC3 TUT4 UBE2E3 UNC93B1 UNG USP32 VARS1 VCL VEZF1 WDR12 WDR6 YPEL2 ZBTB11-AS1 ZNF250 ZNF367 ZNF496 ZNF703 GSE22601_IMMATURE_CD4_SINGLE_POSITIVE_VS_DOUBLE_POSITIVE_THYMOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22601_IMMATURE_CD4_SINGLE_POSITIVE_VS_DOUBLE_POSITIVE_THYMOCYTE_UP ABCC8 ABHD17A ABHD17AP4 ACKR4 ACRV1 ACTMAP ADAMTS16 ADAMTSL4 ADCY10 ADGRB3 ADH1B ADM2 AFM AGT AHI1 AHSP AKAP12 AMACR AMDHD1 AMTN ANGPT4 ANKRD24 ANKRD42 AP3B2 APCDD1 APLNR APOC1 APOD APOL5 ARHGAP33 ARL4A ARL6 ARMCX1 ART4 ASAP3 ASCL4 ASIC1 ASIC3 ASIC4 B3GALT2 B3GALT5-AS1 BAHCC1 BARHL2 BATF2 BHMT BHMT2 BMP5 BOC BPIFA3 BRD7P3 C16orf54 C1QTNF1 C1R C1orf53 C22orf46P C2orf50 C2orf73 C4BPA C6orf141 C6orf58 CABCOCO1 CASS4 CBFA2T3 CCDC17 CCDC190 CCDC42 CCDC54 CCNB2 CD1A CD1D CD200R1 CD226 CDC25A CDH12 CDH3 CDHR2 CDHR5 CDKN2AIPNLP1 CDO1 CDX2 CELSR1 CFAP410 CHEK2 CHRNB2 CIBAR2 CILP CLEC4F CLXN CMA1 CNGA2 CNKSR3 CNOT6L CNR1 COBL COL16A1 COL20A1 COL4A2 COL8A2 COL9A2 CPXM1 CREB3L1 CRIM1 CRNN CRYBB2 CST1 CSTL1 CYBB CYP1B1 CYP27B1 CYP4B1 DAB1 DCAF8L2 DDX11L2 DDX25 DDX31 DEFA6 DENND2C DEPDC1B DGKK DHRS7B DHRS7C DHX58 DIPK1C DLC1 DLEC1 DLGAP2 DLGAP3 DLK2 DMGDH DNAH9 DNAJB8 DNAJC22 DNAJC5B DQX1 DRC7 DRD2 DSG1 DSG3 EBF1 EDA EFCC1 EFS ELANE ELOVL3 EME1 EMILIN1 ENPP5 ENPP6 EPGN EPHX3 ETV5 EVC2 EVPL FA2H FAM180B FAM181A FAM209B FAM90A1 FARP1 FDXR FER1L5 FETUB FGF16 FGFR1 FGR FOSL1 FOXI1 FRS3 FSHR FST FUT2 FUT5 GARIN3 HEATR9 IFTAP INSYN2A IZUMO1R LAMP5 LINC00518 LINC00649 LINC00898 LINC02868 LLCFC1 MCEMP1 METTL24 MFSD12 MYRFL NYAP1 PGGHG PRR30 PRR33 RPP38-DT SAXO2 SHLD1 SMIM2 SPATA6L STKLD1 TBC1D22A-AS1 GSE22611_MUTANT_NOD2_TRANSDUCED_VS_CTRL_HEK293T_STIMULATED_WITH_MDP_6H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22611_MUTANT_NOD2_TRANSDUCED_VS_CTRL_HEK293T_STIMULATED_WITH_MDP_6H_DN ACKR2 ADCY1 AGRN AKAP10 ANKRA2 ANO10 ANO3 ARHGEF16 ARID3A ARIH2 ARVCF ATP11A BTC C1orf54 CA8 CACNB3 CALCR CCAR2 CD209 CDK5RAP3 CDON CDT1 CEP170 CFLAR CITED2 CLEC11A CLTB CNOT1 CSF2 CSNK1G1 CST6 CTIF CXCL14 CXCL2 CZIB DCTN6 DDX31 DGKE DPY19L1P1 DSG2 EIF2D EMILIN2 ETS1 EXOSC8 FAM120A FAM182B FBXL12 FBXW2 FCHSD2 FGD6 FGF6 FLII FLRT1 FOXN3 GABPB1 GABRB3 GCNT3 GGA1 GGNBP2 GJB3 GK2 GLRX3 GLT8D1 GMDS GNAT2 GOLGA2 GRK4 GRM7 HABP4 HGH1 HMGCS1 HPS4 IDH3B IL36G IL6 ITGB4 JTB KANK2 KAZN KLF7 KLHDC3 KRT20 KRT33A KRT8 LDB3 LGMN LPGAT1 LRRC8E LTBR MAPK11 MDFI MDM2 MICU1 MIEF1 MRPS18C MTA1 MTA2 MTSS2 MYH14 NCBP2 NCK2 NDST1 NDUFS2 NEMF NFKBIB NIPSNAP2 NOL9 NOX1 NPHP4 NSDHL NSMCE4A NUP205 NXPH3 OGFR OLAH OR7C1 OSBPL9 P2RX7 PAPPA PAQR5 PARP2 PATZ1 PAWR PBRM1 PCBP2 PDS5A PEX12 PIGK PLA2G2F PLN PLSCR3 PNLIPRP2 POMGNT1 PPP1R11 PRDM8 PRKCSH PROCR PRPF19 PSD4 PTPN13 PXDN RAB11FIP4 RAD21L1 RARB RASL12 REM1 RGN RPL23AP32 RSL1D1 RSU1 SARAF SATB2 SCLY SCML1 SDHA SERPINI1 SH2B3 SKIC8 SLC16A3 SLC1A4 SLC22A3 SLC46A3 SLC8A1 SMARCA2 SNTB1 SOBP SPARCL1 SPATS2L SPSB3 SQSTM1 SS18L1 ST6GAL1 STC1 SYMPK TFCP2 TFCP2L1 THG1L TLN2 TMED2 TMEM63A TNC TOR3A TRAK1 TRPV4 TTC30A TUBGCP4 TUT4 UBTF UCP3 UGT2B4 ULK1 USP29 WDR45B WDR47 WSB1 XRCC6 ZNF551 ZNF701 ZNF711 GSE22611_MUTANT_NOD2_TRANSDUCED_VS_CTRL_HEK293T_STIMULATED_WITH_MDP_6H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22611_MUTANT_NOD2_TRANSDUCED_VS_CTRL_HEK293T_STIMULATED_WITH_MDP_6H_UP ABCF2 ABTB2 ACADSB ACSBG2 ACSF2 ADAMDEC1 ADARB2 AKR1C3 ALOX15B ANGPTL7 AP3M2 APOC1 APOC2 APOD ARHGEF15 ASCL3 ATP1B1 ATP2A2 BAIAP3 BCL2L14 BFSP2 BICD1 BIN1 BMERB1 BRWD1 BTN3A1 C2CD3 C3 CARF CAT CCDC92 CCZ1B CDADC1 CDH16 CEACAM7 CHRNA1 CHRNA2 CHST3 CKB CLCA3P CLIP3 CRHR2 CTSW CYB5R3 CYP21A2 DACH1 DAZL DHRS3 EDA2R EFR3B ELF3 EMP1 ENSG00000274253 EOGT EXOSC2 F11R FBXW11 FCRL2 FHIT FHL5 FSCN3 FSTL1 GADD45G GEM GFAP GGPS1 GID4 GJC1 GNG12 GOLM1 GPR107 GPR171 GPR182 GPRC5B GSK3A H4C9 HEATR6 HECTD3 HOXD11 IFT46 IKZF3 IL18 JPH3 KCNMB1 KDM4B KLHL35 KLRC3 KPTN KRIT1 KRT5 KTN1 LIG3 LINC00342 LRIG2 LRRC37A3 LRRC37A4P LTK LY6G6D MAN1C1 MARCHF1 MARS1 MATCAP2 MET METTL3 MMS19 MOGAT2 MRPL34 MTMR11 MYH6 MYL3 MYOM1 NAB2 NCAM2 NEB NELL2 NFAT5 NLRP2 NME5 NPY6R NR3C2 NSD3 OPA1 OR6A2 OVGP1 PAK3 PAK6 PALM PCGF1 PEPD PGBD5 PGF PHTF2 PLAC1 PLEKHA1 POLR1F POLR3F PORCN PREX2 PRKAA1 PRND PRRC2C PSMC3IP PVT1 RAB3A RAD17 RANBP17 RAPGEFL1 RER1 RFX5 RIN3 RNF220 RORA RSAD1 RTCA SBNO1 SDR39U1 SERPINA7 SETD6 SFTPB SIDT2 SLAMF8 SLC17A4 SLC2A6 SLC35A2 SLC35D2 SLC35F6 SLC49A3 SLC7A1 SLC7A2 SLIT2 SMIM14 SOX11 SPATA2 SPRR2B SSBP1 STMN2 SYT2 TAF5L TARS2 TASOR TCP10L3 TGFBR3 THSD7A TMEM39A TNFAIP2 TPM3 TPSG1 TSPYL2 UMPS UTS2 VPS13B VPS52 WWC1 ZAP70 ZBTB44 ZMYM6 GSE22611_MUTANT_NOD2_VS_CTRL_TRANSDUCED_HEK293T_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22611_MUTANT_NOD2_VS_CTRL_TRANSDUCED_HEK293T_CELL_DN ADA2 ADAM2 ADGRF5 ADGRL4 AKR1C3 ALDOAP2 ALX4 ANKS1B APOC1 ARG2 ATXN7L1 BAHCC1 BCL2L11 BHLHE40 BHLHE41 BHMT2 BORCS6 BPI BRIP1 C1orf112 CBR1 CCL24 CDK12 CDR2L CEP295 CIRBP CLC CLCA3P CLDN4 CLMN CLSPN CLSTN3 CLUAP1 CNTLN COL8A1 CORO1B CPS1 CRIP1 CRISP3 CRYAB CSRNP3 CTDSP2 CTNNAL1 CYP2B6 DCXR DDX1 DFFB DGKB DNAJC12 DPEP3 DPPA4 DRC3 DTWD1 DTYMK EFL1 EHF EIF2B2 ENSG00000274253 EPB41L1 ESR1 F10 FAM3A FBLN5 FBP1 FBXO11 FUCA1 FZD2 G6PC1 GAD2 GCG GNAI2 GNAO1 GNRH2 GPM6A GPNMB GRTP1 GSDMB H4C13 H4C2 HEY2 HSD17B1 HSPG2 IFT25 IGHG1 IKZF2 IL12RB1 IL20RA INSM1 JAK3 KCTD3 KIZ KLHL26 KLK2 LGALS3BP LHFPL6 LINC00652 LPCAT4 LPL LRP1B LTN1 MACROD1 MACROH2A1 MAGEA6 MAGEC3 MAP2 MAP4 MATN1 MED14 MORC1 MRC1 MRM3 MRPS35 MT4 MTMR8 MUC7 MYBL2 NMBR NME3 NPAS3 NRIP2 NUDT4 OAZ3 OGFOD2 OSTF1 P2RX3 PDK4 PEX5L PHAF1 PLD3 POLR2D PPEF2 PPIL2 PPM1E PSD3 PSMA1 PTCD3 PUS1 RAB22A RADX RECK REG1CP RET REXO5 ROCK2 RP2 RPS2 RRP15 RUBCN SAP30L-AS1 SCT SDHD SI SKIC2 SLC18A1 SLC22A6 SLC30A4 SMIM27 SOCS7 SORCS3 SOX10 SOX2 SOX30 SPATA7 SPCS1 SPPL2B SPTLC1 SRGAP2 SSRP1 ST3GAL6 STAB1 STAG3 SULT1E1 TBC1D16 TESMIN TMEM120B TNNI2 TNS3 TRIM46 TRPC1 TTC9 TUBA1A UBA7 UBL3 UCK2 ULK2 UNC50 UNC5C VASH2 WDCP WDR13 WRNIP1 XPA YWHAZ ZHX3 ZNF394 ZNHIT1 GSE22611_MUTANT_NOD2_VS_CTRL_TRANSDUCED_HEK293T_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22611_MUTANT_NOD2_VS_CTRL_TRANSDUCED_HEK293T_CELL_UP ABCB1 ABCC10 ABCG4 ACVR2B ADRA2B AGTR1 AHSG ANXA5 ARFIP1 ARG1 ARHGEF17 AUTS2 B3GNT2 C11orf68 C2orf68 CAPN15 CBX4 CCDC92 CCL18 CCL20 CCL5 CCN5 CD22 CD59 CDC5L CDH1 CENPT CHAT CHD4 CHUK CLIC4 COLGALT2 COMMD4 CPA4 CPE CRMP1 CS CSF2 CSF3 CST7 CTNNBL1 CXCL2 DRAM1 DRAP1 DUSP22 DUSP3 EEF1B2 EFNA5 EIF2AK3 EIF5A ELP3 EPB42 ERVMER34-1 ESF1 ETFB ETNPPL FANCI FBXW12 FGF18 FKBP11 FUT4 GABRB2 GADD45B GALNS GBA3 GCH1 GCLM GNE GPD1 GSC2 GTF3C4 H4C11 HAGH HIKESHI HLA-J HLX HPRT1 HTR2B ICAM1 IFT20 IL12B IL1B IL36G IL6 INE1 INHBA INSIG1 ITGB2 ITPR1 JAG1 LCP2 LIMK2 LPXN LRP2 LRRC37A2 LRRN3 LSS LYPLA2P1 MAK MAP1LC3C MAP3K8 MAPK10 MAPK3 MGLL MMS19 MOSPD3 MSX2 MUC13 MYCNOS NDUFA7 NELL2 NFAT5 NKIRAS2 NME4 NPM3 NR5A2 OR10H1 OR7C2 P2RX3 P2RX4 PDE4DIP PEPD PKD1L1-AS1 PLA2G6 PLCB3 PLD1 PLEKHB2 PLK3 PLPP3 POU4F3 PPOX PROP1 PSMD1 PTCD1 PTGS2 PTH1R PUM3 RCAN3 REXO4 RGR RHOC RIC8A RNF31 RPL10 RPL10A RPL23A RPL23AP32 RPL39 RPL41 RPL7A RPP38 RPS15A RPS2P45 RWDD2B SAMD4A SCRIB SEMA4D SERTAD2 SFMBT1 SLAMF7 SLC25A38 SLC43A3 SLCO1B3 SLN SNRPA SPON1 SRSF9 ST7L STAT4 STAU2 STOM SUCLA2 SURF2 TAF5L TARBP1 TBC1D4 TENM1 TFB2M TFRC THSD4 TMEM260 TMPRSS5 TNF TNNC1 TSHB TUBA1B TUBA1C TUBA3C TYRO3 ULBP1 UPF3A VPS33A VRK1 WTAP YWHAH-AS1 ZBTB16 ZFHX2 GSE22611_NOD2_TRANSDUCED_VS_CTRL_HEK293T_STIMULATED_WITH_MDP_2H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22611_NOD2_TRANSDUCED_VS_CTRL_HEK293T_STIMULATED_WITH_MDP_2H_DN AARSD1 ABCB5 ABCB6 ABCC1 ADPGK AHSA1 AKAP1 ALKBH5 ATP5MC1 AVEN BCAT1 C6orf89 CAD CCN3 CDC6 CDCA7 CHAC1 CISH COX4I1 COX5A COX6A1 CPNE2 CRHBP CRY1 CSF2RB DGCR8 DNA2 DNMT1 DPH5 DTNBP1 E2F1 ECSIT EGLN1 EIF3I EIF4A2 EMC4 ENTPD6 ERC1 EWSR1 EXOSC5 FAM162A FAM185A FGD2 FUT9 G3BP1 GBP6 GEMIN5 GFOD2 GNL3 GPATCH4 GPHN GRB10 GSTO1 GUK1 HDLBP HEATR1 HEMK1 HIRA HK2 HLCS HSP90AB1 HSPA9 HYOU1 IDH2 IMMP2L IMPA2 IPO4 IPO5 ISYNA1 KCNQ5 KIF17 KIRREL1 KNTC1 LDHA LIG1 LPCAT4 LRP8 LTA MC1R MCM2 MCOLN2 MDH2 MDN1 METTL13 MIR200B MRFAP1 MRPL21 MRPS28 MTHFD2 MUC16 MYL10 NDRG1 NLE1 NME1 NMRK1 NT5DC3 NUCB1 NUP188 NXPE3 ODC1 OSGEP PARP1 PCBP1 PDIA6 PDK1 PDZD2 PES1 PFAS PFKL PFKP PGM2 PGP PGS1 PIK3R5 PKP4 POLD2 POLE POLR1B PPP5C PRKCH PRPF31 PUS1 PUS7 PUSL1 PWP2 RAD51B RASGRP1 RDH10 RNF26 RPF2 RPN1 RPSA RRP12 RRP15 RRP9 SCARB1 SDHB SEMA7A SETD6 SF3B3 SIVA1 SLC12A7 SLC17A8 SLC1A4 SLC29A1 SLC2A1 SLC39A14 SLC7A1 SMO SND1 SNORA75 SNRPD3 SOCS1 SOCS3 SREBF1 SRM SSBP4 SSR4 ST3GAL4 SYNE2 TAF5L TARS2 TBCA TFDP1 THG1L THOP1 TIMM10 TMEM14C TNKS2 TRA2A TRIM37 TRUB1 TTC7A TXNRD3 UBE2O USP31 USP53 VARS1 WDFY4 WDR43 XPO5 ZNF106 ZNRD2 GSE22611_NOD2_TRANSDUCED_VS_CTRL_HEK293T_STIMULATED_WITH_MDP_2H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22611_NOD2_TRANSDUCED_VS_CTRL_HEK293T_STIMULATED_WITH_MDP_2H_UP ABCA1 ABCB4 ABLIM1 ACOX3 ADAM10 ADGRE5 AGPAT3 ANXA11 AP1M1 ARHGAP24 ATF7IP ATP6V0B ATP6V0C ATP6V1B2 BCAS3 BCL7B BIRC3 BMAL1 BMPR2 CAPN10 CCR7 CD22 CD93 CELF2 CERK CMPK2 CNOT6L COBLL1 COMMD4 COMMD7 COMMD8 CORO7 CPEB4 CPM CRAT CROT CST3 DAP DAXX DHRS3 DIO2 DLGAP4 DOCK8 DPP7 DVL3 EGR1 EGR2 EIF2AK3 ELF1 EVL EYA1 FAM20B FAM3A FAM8A1 FCRL1 FLCN FOXP1 GAB2 GBP4 GFI1B GIMAP6 GLCCI1 GMFG GNAO1 GNG2 GNS GPR18 HDAC1 HEXIM2 HIPK3 HIVEP1 HYAL3 IFIT2 IKZF3 ING4 INPPL1 IRAK4 IRF2 IRF8 ITGAL ITGB2 KDM5B KLF3 LAMP1 LAMTOR3 LAPTM5 LRRC57 LSP1 LYN MAP1LC3B MDFIC MEF2C MIDN MTF1 MXD1 MYB MYO1D N4BP2L1 NCOA1 NEU1 NME3 NRBP1 NT5C2 NXPE4 OSTM1 PARP8 PDLIM7 PEX5 PFN2 PGGHG PHACTR1 PHKA1 PIP4K2C PLCB2 PLEKHF2 PPP1R16A PPP1R16B PTGER4 PTGR1 PTPN6 PTPN7 PXMP4 PXN RAB11B RAB5B RABEP2 RAC2 RAD9A RBM43 RCAN2 RELN RETREG2 RFK RHOBTB2 RIGI RNF122 RNF14 RNF166 SCAMP2 SEMA4B SERP1 SESN3 SGK1 SGMS1 SHISA5 SIRT2 SLC12A6 SLC25A51 SLC46A3 SNAP29 SNRK SOX4 SPNS1 ST3GAL1 ST8SIA4 STAM STING1 STX5 SUSD1 TAC4 TAX1BP3 TCN2 TCP11L2 TMBIM6 TMEM127 TMEM132E TMEM184B TNFRSF14 TOLLIP TXNDC15 TXNL4B ULK1 USB1 USE1 YIPF3 ZDHHC9 ZNF496 GSE22611_NOD2_TRANSD_VS_CTRL_TRANSD_HEK293_MDP_STIM_2H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22611_NOD2_TRANSD_VS_CTRL_TRANSD_HEK293_MDP_STIM_2H_DN AANAT ABO ACVR2B ADCY1 ADCYAP1R1 AICDA ANKLE2 APOBEC4 ARTN ASB15 ATP8B1 BTC BVES C14orf39 C2CD6 CACNA1C CADM4 CALN1 CAMKK1 CBY3 CCR8 CELSR3 CHRM5 CLMN CLSTN2 CNIH2 CNMD CPLX2 CRHR1 DCX DLG2 DPYS DRC3 DRGX DSG2 DUSP21 DYDC1 ELANE ENPEP FAM178B FAM180A FCRL6 FER1L6 FGF4 FMO3 GABRG1 GAS2L2 GIPC2 GNAL GNAZ GRIN3A HECTD2 HEPH HOXA11 HOXA7 HS6ST2 IFNA13 IL11 IL3 ILDR1 IQUB JPH1 KCNA3 KCND3 KCNIP3 KCTD19 KCTD4 KREMEN2 KRT84 KSR2 LECT2 LRIT3 LRRC37A LRRC56 MARK1 MAT1A METTL7B MIA MIR539 MIRLET7B MMEL1 MMP21 MSLNL MUC4 MUSTN1 MYO18B MYOM2 NAT8L NDRG4 NGRN NPC1L1 NXF3 ODAD2 ODF4 P2RX5 PAQR6 PCDH11X PIK3R3 PLA2G4F PRAMENP PRSS3 RAB39B RESP18 RGS13 RHBDL3 RIPPLY3 ROS1 SCG3 SH3BP4 SH3GL3 SHD SLC25A31 SLC27A3 SLC6A14 SLC6A19 SLC6A5 SMAD6 SRMS SUN5 SYN3 SYNDIG1 TEKT4 TMEM130 TMEM207 TMOD4 TRPC5 TULP1 USP13 UTS2 VSTM2A WNK4 ZBBX ZC2HC1B ZNF235 GSE22611_NOD2_TRANSD_VS_CTRL_TRANSD_HEK293_MDP_STIM_2H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22611_NOD2_TRANSD_VS_CTRL_TRANSD_HEK293_MDP_STIM_2H_UP ABTB2 ACADSB ACSBG2 ACSF2 ADAMTS8 ADGRB2 ADGRG6 ADGRL4 AKR1C3 ANGPT2 AP3M2 APOC1 APOC2 ARHGEF15 ARMCX1 ASCL3 ATG14 ATP1B1 ATP2C2 ATRN BAIAP3 BFSP2 BHMT BICD1 BMERB1 BORCS6 BPI CA6 CCDC68 CCDC92 CCZ1B CD5 CD96 CDH2 CEACAM7 CHRNA1 CHRNA3 CKAP2 CKB CLCA3P CLCN5 CPB2 CPN2 CTSK CTSW CYB5R3 DCLK1 DENND2A EHF ELF3 ELF5 ELK3 ELK4 EMP1 ENSG00000274253 ENSG00000291006 EOGT EPHX1 ERBB2 EXOSC2 EZH1 FBXW11 FCRL2 FEZ1 FHIT FHL5 FSCN3 FSTL1 FZD10 GADD45G GAS2L1 GDF2 GFAP GID4 GLI1 GNG12 GNL3LP1 GPR107 GPR171 GPR182 GSDMB GSK3A H2AC17 H4C9 HAUS6 HCG9 HEATR6 HECTD3 HOXD3 HSD17B3 HSPB7 IKZF3 IMPG2 INA IRS4 JAK3 JPH3 KCNC3 KCNMB1 KIF3C KLHL35 KLRC3 LAMB1 LEFTY2 LRRC37A3 LRRC37A4P LY6G6D MAF MAGIX MARCHF1 MARS1 MATCAP2 MCF2L MTMR11 MTRR MYL3 NCAM2 NEB NELL2 NKX2-8 NLRP2 NME5 NPY6R NR1H4 NR3C2 NSD3 OBP2A OGG1 OPA1 OR6A2 OSBPL3 OTULINL PAPOLA PARG PDK4 PFDN1 PJA1 PLAC1 PLEKHA1 PODNL1 POLR1F PORCN PREX2 PRKAA1 PRND PSD3 PUS7L RAB11FIP3 RAB14 RAD17 RAD54L2 RALGAPA1 RORA RSAD1 SAV1 SBNO1 SCRN3 SDC2 SEMA6D SERPINB4 SKA1 SLC17A4 SLC35D2 SLC5A6 SLC7A1 SMIM14 SOX11 SOX3 SPAST SPATA2 SPHK2 SRRM2 SSBP1 SUPT3H SYT2 TAF5L TASOR TEK THSD7A THTPA TLL2 TMEM9B TPSG1 TSPYL2 TTC27 TXNRD3 UGT2A3 USP2 USP9Y UTS2 VPS13B VPS37A WDCP WWC1 ZNF154 ZSCAN26 GSE22611_NOD2_TRANSD_VS_CTRL_TRANSD_HEK293_MDP_STIM_6H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22611_NOD2_TRANSD_VS_CTRL_TRANSD_HEK293_MDP_STIM_6H_DN ABR ACE ADAM7 AFF2 AGK AKR1B10 ALDH4A1 ANKMY1 AP4S1 APOL2 ARG2 ARL1 ASB13 ATP8B3 B4GALT1 BTC C3orf36 CA11 CABP1 CCDC106 CCL18 CCNK CD38 CD93 CDKN2A CDS1 CELSR1 CFAP74 CHRM5 CLIC3 COL11A2 COL16A1 COMMD4 COPS2 CRISP3 CRYBG2 CSF2 CST2 CTIF CUBN CXCL2 CYLC1 CYRIB CZIB DDX31 DELE1 DIXDC1 DKK3 DNM2 DOC2B DRAM1 DUOX2 EBI3 EFS ELOVL5 FAM174B FBXL12 FCGR2A FGF18 FGFR4 FOXN3 FXYD2 GCLM GCNT3 GDPD3 GLTP GNB1L GPR39 HACD3 HGH1 HPGD HYAL2 IGLL1 IL36G IMPA1 INSR IQCC ITGB3 ITGB8 JAG1 KCNB1 KCNC4 KCNJ6 KCNQ2 KLF7 L3MBTL1 LGR4 LPAR1 LPGAT1 LRRC49 LSR LY6H MAP6D1 MAPK11 MAST2 MGLL MMP10 MRPS10 MS4A2 MST1R MTARC2 MTSS2 MYCNOS MYDGF MYH2 MYH3 NAALAD2 NBAS NCAPH NCK2 NEFH NEK2 NETO2 NNT NPTX1 NTHL1 NUP205 OPLAH ORM1 OSGIN2 PADI4 PARP2 PATZ1 PCBD1 PDCD1LG2 PDE12 PEX12 PIK3R4 PLGRKT PLSCR3 PLXNB2 PML POU5F1P4 PPP1R11 PPY2P PREP PRKACA PRPSAP1 PTGS2 PTPN2 PTPN3 PWP2 RABGGTA RAE1 RBM38 RGS9 RNASE1 RNF7 RPL39L RPS15 SAMD14 SCNN1B SERPINB9 SH2B3 SHMT2 SIT1 SLAMF7 SLC14A2 SLC16A4 SLC1A1 SLC1A5 SLC25A3 SLC43A3 SLCO1A2 SOX30 SPATA7 SPRY4 SPSB3 SRRT SSPN STIMATE STS SYNJ2BP TAS2R14 TEF TFAP2C TJP2 TLR3 TMEM135 TMEM231 TMEM70 TMEM8B TOR3A TSPYL4 TXN2 UPK1B USP6NL WDR45B WDR77 WDTC1 WNT3 ZCCHC14 ZNF468 ZNF74 ZNF81 GSE22611_NOD2_TRANSD_VS_CTRL_TRANSD_HEK293_MDP_STIM_6H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22611_NOD2_TRANSD_VS_CTRL_TRANSD_HEK293_MDP_STIM_6H_UP ABCA12 ADAM8 AGRP AKAP12 AKR1B1 ALK AP1G1 APOB ARFIP1 ARPC5 ASCL3 ASPH ATP2A2 B4GALT2 BET1 BRD2 BTN3A1 BYSL C12orf29 C3 CAB39L CACNG5 CAVIN1 CCZ1B CEACAM7 CENPM CFTR CHRNA3 CKAP2 CLSTN3 CROT CTSK CYP17A1 DCLK1 DECR1 DGKQ DNAH3 DUSP1 DYNC1I1 EDC3 EFNA3 ELK4 ENSG00000274253 ERCC3 F11R FBXW11 FCRL2 FSHB FSTL1 FUT2 FXR1 GALNT11 GAR1 GAS1 GATA2 GCGR GDF2 GFAP GIN1 GK3 GPR17 GREB1L GSK3A HADHA HCG9 HEYL HNRNPF HSPA1A HSPB8 IL2RG INA INHBC IRAK4 ITK JMJD4 JPH3 KCNMB1 KDM5B KIAA0930 KIR2DS3 KLHL29 KLHL35 KLRC3 KRI1 KRIT1 KSR1 LIG3 LILRA5 LINC01711 MAGEA5P MAP2 MAP2K3 MAP3K20 MARS1 MATCAP2 METTL1 MGAT2 MPHOSPH10 MPZL2 MTMR11 NAB1 NCAM2 NCOA2 NDUFB5 NEAT1 NEDD9 NELL1 NEUROG3 NFIB NFKBIE NINJ1 NLRP2 NME5 NONO NPHP4 NPVF NREP NRG1 NUDCD3 NUP62 NUP93 OR10H1 PAAF1 PDE7B PFKM PHTF2 PILRA PKNOX2 PLA2G4C PLEKHA4 PNMA1 PPIL6 PPP2R2B PRORP PRUNE2 PSMA5 PTK2B PTPRD PVT1 RAB11FIP3 RAB14 RANBP17 RAP1B RARS1 REC8 REPS1 RGS12 RHBDL1 RPF1 RPS18 RPS27L RRAS2 RS1 RSAD1 SAMM50 SART1 SBNO1 SDC2 SEMA5A SEPTIN4 SH3GLB1 SHCBP1L SKA1 SLC17A4 SMOX SNF8 SOX11 SSBP1 SULF1 SYP TAS2R3 TAS2R9 TBX1 TCP10L3 TFE3 TGFBR3 THAP4 THSD7A TLL2 TNFAIP2 TNFRSF25 TREH TRIM2 TSSK1B UBE2D3 UCHL3 UMPS VAT1 VOPP1 VPS13B WFDC8 XPO6 ZNF154 ZNF248 ZNF556 ZNF804A ZWILCH GSE22611_NOD2_VS_CTRL_TRANSDUCED_HEK293T_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22611_NOD2_VS_CTRL_TRANSDUCED_HEK293T_CELL_DN AADAC ABCC5 ABCF1 ABHD18 ADCY7 ADGRE2 AGO4 AKR1C3 ALOX5 AMPD2 ANKRA2 AOAH APOBEC3A ARHGAP19 ARHGDIB ARID3B ATXN7 AVIL B3GNTL1 BIN2 BLTP1 BMP2K BMX C21orf62 CABP1 CALML4 CAMK2G CBX1 CCPG1 CD302 CDA CDKAL1 CEACAM21 CEP295 CEP63 CHST11 CORO1A COTL1 CPEB3 CPPED1 CPQ CXCR1 CXCR2 DAPK1 DAPK2 DDAH2 DHRS7 DIRAS3 DNAAF2 DNAJC28 ELOVL5 ETV6 EXOSC2 F2RL1 FAM53C FOS FOXO3 FRAT2 FURIN FYB1 G6PD GALNT3 GAPDH GLIPR1 GNA14 GPR15 GRAMD1C GRWD1 GUCA2B HAL HHEX HMGCR ICAM3 IFRD1 IFT25 IHH IL18 ING1 INKA2 INTS8 IRAG2 IRGC KAT6A KATNB1 KCNN2 KCTD2 KDM4B KLHL2 LBR LDHA LIPF LMO4 LRRK1 MAP3K3 MEF2C MERTK MIA3 MNDA MPPE1 MT4 MTX1 MUC6 MYL3 NAA40 NARF NDST1 NDUFB6 NFIC NRAP NUDT15 OMD OSBPL9 OSTF1 P2RY13 PANK2 PARP8 PDSS2 PECAM1 PGAP2 PHTF1 PIGF PLEC PLOD1 POLB PPP1R7 PTP4A1 PYCARD PYGO1 RAB11A RAB11FIP1 RAB3A RAF1 RALBP1 RALGPS2 RBPJ RFC2 RGS14 RGS2 RNF141 RPS6KA5 RUFY2 RXRA S100A4 S1PR4 SCAP SDHD SELL SGCG SHCBP1L SIPA1 SLC22A4 SLC25A37 SLC7A2 SMCHD1 SORL1 SOS2 SP140L STK17A SUMO1 TACC3 TACSTD2 TASL TBL1X TCAP TGM5 THOP1 TKT TMX4 TNFRSF10B TNFRSF10C TNRC6B TOPORS TRANK1 TRAPPC12 TRIM8 TRMT112 TSC22D3 TST TTLL7 TUBA1A TUBA4A TWF2 UBR2 UIMC1 USP3 USP6NL VDR WRAP73 XYLT2 ZBTB44 ZFP36L2 ZNF407 ZNF443 ZNF500 ZNF516 ZNF528 ZPR1P1 ZYX GSE22611_NOD2_VS_CTRL_TRANSDUCED_HEK293T_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22611_NOD2_VS_CTRL_TRANSDUCED_HEK293T_CELL_UP ABCB1 ABHD17A ACAD8 ACKR4 ACTG1 AGT AIMP1 AK4 AMT ANKRD27 APBB2 ARFGEF1 ARHGAP11A ARHGAP6 ARHGEF11 ATG14 ATP13A3 ATP2B1 B3GNT2 BMERB1 BMS1 BNC2 BRD9 BSDC1 BTG3 C12orf29 C1GALT1C1 CAPG CD40 CD48 CD68 CD99 CDC25B CDK5RAP1 CEACAM6 CELA3B CENPE CHAF1B CIR1 CLCC1 CLDN1 CNPY3 COLGALT1 COPS7A CRYZ CSK CUL4A CYB5B DCTN3 DCXR DDX46 DEGS1 DIXDC1 DOK2 DPAGT1 DRICH1 DUSP10 EBI3 EDAR EGLN1 EIF2B2 EIF5 EIF5A ENPP3 EXT2 FAM114A1 FAM193A FAM32A FASTKD5 FUT5 FXYD6 GALNT7 GCA GDAP2 GLB1 GMFG GNPDA1 GTF2E1 H1-1 HADHA HECTD4 HIKESHI HLA-DMA HMGB1 HNRNPM HTR3B IFNA2 IGF1R IGLV1-44 IL36G IMPA1 INSIG1 ITPR1 KDM3B KIF22 KIF3C KMT5B KPNA2 LARS2 LCMT1 LHX3 LILRA1 LIMD2 LZTR1 MAFF MAN1A1 MARCHF5 MBD3 MBD4 MCM3 MED12 MIA2 MKNK1 MPRIP MPST MPV17 MRPL13 MRPL40 MT3 NFE2 NIT2 NOX5 NR1H4 NTN3 NUCKS1 NUDT15 NUP37 OSBPL3 OTUB1 PHACTR1 PLD1 PLPP3 PMCHL1 PNKP PNMA8A PREX2 RAB17 RACGAP1 RBM22 RBM6 RFWD3 RIPK2 RNF38 RNF44 RP2 RPS17P5 RPS24 RTF1 RTL8C SAE1 SAMM50 SEC11A SETD3 SLAMF7 SLC25A11 SLC25A3 SLC35C2 SLC6A8 SLC9A6 SNRNP40 SPHK1 SPOP SRSF3 SUPT3H SYNE2 TBX10 TCERG1 TDRKH TEAD1 THAP3 THRA TMEM147 TMEM267 TMEM9B TMX1 TPP1 TPTE TRIM25 TRMT12 TRPV1 TST TTC3 USP13 UTP20 UTS2 VIPAS39 VPS39 WFDC2 WTAP XCL1 ZC2HC1A ZDHHC3 ZNF185 ZNF282 ZNF287 ZNF675 ZNF813 GSE22611_NOD2_VS_MUTANT_NOD2_TRANSDUCED_HEK293T_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22611_NOD2_VS_MUTANT_NOD2_TRANSDUCED_HEK293T_CELL_DN ABHD3 ABI3BP ACADSB ACSL6 ADAM29 ADK AGGF1 AKAP5 AKR1C3 ANGPT2 ANKS1B APOE AQR ARPP21 ASPSCR1 BAHCC1 BPI C11orf80 C14orf93 C17orf75 CACNA1G CACNA2D1 CCDC40 CCL13 CCL24 CCN4 CCT2 CDH16 CDH17 CDKN2C CEACAM21 CHRNB1 CLC CLN5 CMC4 COL1A2 COQ8B CPS1 CRISP3 CRYGA CT55 CTNNAL1 DAAM1 DFFB DIO3 DNAJC22 DNAL4 EFL1 EGR3 EHD3 EHMT1 ELOB ENSG00000274253 EPRS1 ERI3 EXOSC1 EYA3 FAM110D FAM215A FETUB FEZF2 FHOD3 FXYD2 GAD1 GCG GCK GOLGA1 GPC1 GRM1 GS1-600G8.3 GSDMB GUCA2B GUSBP11 H1-6 H3C2 H3C8 H4C8 HEATR6 HIBCH HIC2 HLA-DRB6 HOXA7 HOXD9 HRH3 HSPH1 HTATSF1 ICAM4 IFNW1 IFT122 IKBKB IL12RB2 IL37 IL6ST IRF3 JAK3 KCNK13 KCNK15 KCNK2 KLC2 KLHL26 KNL1 KPNA3 LHFPL6 LINC00837 LINC01587 LRP12 MACROD1 MACROH2A1 MAP2 MED8 MINDY2 MPIG6B MRC1 MRE11 MRM3 MRPS35 MTNR1B MYL3 NAGPA NAT8 NME3 NPHP1 OGFOD2 PAX6 PBXIP1 PDE12 PFKFB4 PGLYRP1 PKN1 PLK2 PMCH PNPLA2 PPM1E PRKAA1 PRSS12 PSAT1 PSMA1 PTDSS2 PTGER3 PTGS1 PTPN11 RAG2 RAI2 RBBP9 RGN RIMBP2 RIMS3 RIT2 RNASET2 RPS2 RPS6KB1 RTF2 SBSPON SDK2 SELE SIT1 SIVA1 SLC22A6 SLC25A14 SLC7A10 SMAD6 SMAGP SNAP91 SOX18 SRGAP2 SRRM2 SSX7 ST3GAL6 STAB1 STEAP4 TBC1D22B TEFM TEK TEKT2 TKFC TLL2 TMCO6 TMEM104 TMEM30B TMEM70 TRDV2 TRIM2 TRO TTC27 TUBB6 TWSG1 UBL3 UGT2B28 UNC5C WRNIP1 ZCWPW1 ZHX3 ZKSCAN7 ZNF443 ZNF528 ZNF665 ZSCAN18 GSE22611_NOD2_VS_MUTANT_NOD2_TRANSDUCED_HEK293T_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22611_NOD2_VS_MUTANT_NOD2_TRANSDUCED_HEK293T_CELL_UP AATF ABHD18 ACD ACTN2 ACTR1B ACVR1 ACVR2A AHSG AKAP8 ANXA5 AOC2 AOPEP ARG1 ASL ATAD2 ATP5F1E ATP6V1G2 BLM BNC2 BRD3OS BTK C11orf68 CA5B CASP10 CBX1 CCL18 CCN5 CCRL2 CD22 CD59 CEP85 CFB CLDN10 COMMD4 COPB2 CSF2 CSNK2A1 CSRNP2 CTNNBL1 CTSF CXCL2 CYBRD1 CYP26A1 DDB2 DHDDS DNAJA4 DNAJB2 DNAJC1 DNAJC13 DNAJC7 DUSP13 DUSP22 EIF4G3 ELP3 EXO5 F12 FAM114A1 FAM117A FAM182B FAR2 FAT1 GAST GCLM GLOD4 GPR12 GSC2 H3C6 HAND1 HERC1 HJURP HRH1 HS3ST1 IFT46 IL12B IL36G ITPR1 KATNIP KIF1B KLF1 KLF13 KRT2 LAMA5 LINC00623 LINC00837 LRRC8E LRRK1 LSS LTA4H MAP3K1 MAPK4 MED13 MED9 MFSD13A MGLL MT1G MUS81 MUSK MYCNOS NFATC2IP NGRN NKIRAS2 NR3C2 NUDT21 OBI1 OCEL1 OPRD1 P2RX4 P4HTM PCDHGB5 PDGFD PER2 PEX11B PLD1 PLEKHB2 PLPP3 PMS2P4 POP4 PORCN POU4F3 PPAN PPP3CB PRKAA1 PRKRA PRSS12 PSMA1 PTCD1 PUM1 RAB3IL1 RABAC1 RBM14 RBM42 RCAN3 RDH11 REXO2 RIN1 RNF128 RPL10 RPL39 RPL6 RPN1 SAV1 SCLY SEMA4D SFN SGK2 SLAMF7 SLC12A2 SLC38A3 SLC41A3 SLC66A2 SMIM14 SNRNP27 SNRPA SNX4 SPATA2L SPECC1L SPON1 STAG1 STARD3 STARD7 SUCLG2 SUZ12P1 TCTA THADA THAP7 THOC7 TIMM8B TMED2 TPCN1 TPST2 TRAF4 TRIM28 TRMT2B TRNAU1AP TSR2 TTBK2 TTC13 TUBB3 TUBGCP4 TYRO3 UBAC1 UBE2C UBE2K UBE2N UCHL5 USP5 VAC14 VPS51 WNT11 WRAP73 YWHAH YWHAH-AS1 ZDHHC14 ZKSCAN3 ZNF205 ZNF239 ZNF440 ZNF592 ZNHIT3 GSE22611_UNSTIM_VS_2H_MDP_STIM_MUTANT_NOD2_TRANSDUCED_HEK293T_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22611_UNSTIM_VS_2H_MDP_STIM_MUTANT_NOD2_TRANSDUCED_HEK293T_CELL_DN ACBD5 ACD ACIN1 ACTL6A ADAM19 ADAMTS1 AGPAT3 AGPS AHCY AKAP8L ALPK1 ANO6 AP2B1 APP APPBP2 ARAF AS3MT ASCC2 BAZ1B BMAL1 BYSL C6orf89 CABIN1 CAMK1D CAPG CCT6A CD86 CDC37 CDC73 CDK14 CHD8 CIAO2A CLPTM1L COPG2 COPS3 CREB3L2 CRYL1 CSNK1A1 CSNK1D CTDSP2 CUL1 CUX1 DCAKD DDHD1 DDX10 DGKZ DHDDS DLAT EBP EIF2AK4 ELOA EML4 ENOX2 FAM193A FBXO33 FBXO42 FKBP1A FRYL GABPA GAK GBF1 GLG1 GLO1 GNA12 GORASP2 HADH HAT1 HIF1A HIPK1 HMGCR HNRNPH2 INTS3 IP6K1 IPO9 IQGAP3 ISY1 KARS1 KIAA0319L LARP4B LILRB4 LIMA1 LIPA LONP2 LPCAT1 LRCH3 LRRC4 MAPRE2 MARVELD1 MBNL1 MED10 METTL6 MRPL3 MTDH NACC1 NCAPD3 NCOA6 NDE1 NHLRC3 NOC4L NOTCH2 NSF NUDT13 OAZ2 PALS1 PAN3 PCCA PDE6D PHF5A PHF6 PHYH PI4K2A PIGQ PLCG2 PLEKHB2 POLD4 POLDIP2 PRIM2 PRKACB PRKCB PRPF3 PSMB7 PTP4A1 RABGGTB RAP1GDS1 RARS1 RASGRP4 RELL1 REST RIPK1 RIPOR2 RNF144B RRAGA RSF1 RUVBL1 SAMSN1 SCARF1 SDAD1 SEC23B SEC23IP SEC24D SETD1A SH2B3 SH3PXD2A SKIC2 SLC25A5 SLC43A3 SLX4 SMC5 SMYD2 SNX27 SNX6 SPAG5 SRP72 ST6GAL1 STAG1 STIM2 SYNJ1 TAF2 TAF5L TATDN2 TCF12 TCP1 TGFBRAP1 THOC2 THOC5 TK2 TLE4 TMEM167B TMEM39B TMF1 TNPO3 TPP2 TSC1 TSPAN5 TTC13 TUBGCP4 TUT1 UBE2Q1 UBE4B UPF2 VAV1 VCPIP1 VPS13C VPS26A VPS53 WDR12 GSE22611_UNSTIM_VS_2H_MDP_STIM_MUTANT_NOD2_TRANSDUCED_HEK293T_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22611_UNSTIM_VS_2H_MDP_STIM_MUTANT_NOD2_TRANSDUCED_HEK293T_CELL_UP AATF ABCB1 ABLIM1 ACTL8 ACTN2 ACTN4 ACVR2B ADCY7 AHSG ALAS1 ALDH9A1 ANKRA2 ANKS1A ANXA5 AOAH APOBEC2 APOBEC3A ARHGEF1 ARHGEF17 ARL5A ARPC4 B3GNT2 BBS10 BCORL1 BEX3 BORA BPTF BTBD1 C11orf58 C1orf54 CACNB3 CARS1 CBX7 CCNG1 CD59 CDC42BPA CFB CHD4 CHUK CIB1 CLCA2 CRTC3 CRYGD CSF1R CSF2 CSTF1 CXCL2 CZIB DCK DDB1 DEDD DGKD DPYSL2 DRAM1 DUSP22 ELAC2 ELMO1 ELOVL5 ERLIN1 ERLIN2 FAM131A FBXL12 FBXW2 FGF18 FICD FRYL GABPB1 GCLM GDPD3 GLRX GLTP GPR12 GSC2 GZMH H3C6 HGF HIF1AN HIKESHI HTR2B IFRD1 IFT52 IL12B IL22 IL36G INPP5D INSIG1 INTS11 ITPR1 JAG1 KCNJ9 KCTD20 KLF7 LILRB2 LPGAT1 LPXN MAP3K3 MAP3K5 MAP3K8 MAPK11 MAST2 MCUB MERTK MGLL MSRB2 MYCNOS NADSYN1 NCK2 NEIL1 NEMF NIPSNAP2 NODAL NPRL2 NPY5R NR5A2 OR7E36P OSGEP P2RX3 P2RX4 PALLD PARP6 PBX2 PEX11B PLD1 PLPP3 PPP1R11 PRDM11 PRKAB2 PRKCSH PROZ PRPF3 PSMD9 PTPN11 R3HCC1 RAB11FIP1 RABAC1 RALBP1 RALGPS1 RBFOX1 RCN2 RFXAP RGS14 RNF128 RNF139 RNF7 RPAP3 RPL23AP32 SARAF SCLY SDHA SDHAP1 SH3BGRL SH3BP2 SIVA1 SLAMF7 SLBP SLC16A1 SLC35F2 SLCO3A1 SNN SNX17 SPARCL1 SPCS1 SSH1 SUN2 TAS2R14 TBCB TBP TBXT TCEA2 TESPA1 TGFBI TMEM134 TMEM260 TOB1 TOPBP1 TOR3A TRAPPC13 TRMT5 TSHB TSKS TSPYL4 TUBGCP4 TUT4 TXN TXN2 TXNL4B UBAC1 UBE2M UFC1 VAMP7 VPS16 WRAP73 WTAP ZNF133 ZNF205 ZNF239 ZNF263 ZNF562 GSE22611_UNSTIM_VS_2H_MDP_STIM_NOD2_TRANSDUCED_HEK293T_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22611_UNSTIM_VS_2H_MDP_STIM_NOD2_TRANSDUCED_HEK293T_CELL_DN ABR ACE2 ACOX3 ADNP2 AMIGO2 APPBP2 ARTN ATG5 B3GAT1 B4GALT1 BCR BMP2 BPNT2 BUB1B C2orf83 CASP10 CASP7 CBX6 CCND1 CD209 CD28 CDH17 CDK13 CEP55 CHIT1 CLCA2 CLCN1 COL1A2 COL9A3 COMMD4 CPNE6 CRABP2 CSE1L CSF2 CTRB2 CYP4B1 DBF4B DBP DCTN6 DDX31 DEPDC1 DNAJC22 DNMT3A DYNC1I2 E2F8 EIF2B5 EIF2D ELP1 EMC2 ENSG00000284948 EPS15L1 ETV2 FAM98A FERMT1 FH FKBP4 FMO5 FRAS1 G3BP1 GABRB1 GABRE GALR2 GATD3 GCK GDPD3 GEMIN4 GMCL1 GPC4 GPM6A GPN2 GPR37 GSDMD GSN-AS1 HAND2-AS1 HNRNPDL IKZF1 IL36G IL6 IMPA1 INHBA INSM1 ITGB5 ITPR1 JAG1 KIF4A KLHL26 KLHL28 KLHL29 KRT38 LAGE3 LOXL2 LRRC8B MAPK8IP2 MBNL3 MDFI MED17 MGLL MMP1 MMP26 MRPS10 MRPS30 MRS2 MSH3 MT1H MT1HL1 MTA1 MTRF1L MVD MYOT MYT1 NDRG3 NDST4 NDUFA4L2 NHERF2 NIPSNAP2 NPAS2 NSG2 NTHL1 NTS NUDC NUDT15 OARD1 OR1A2 OSTM1 P2RX4 PALLD PATZ1 PDE10A PDE12 PDE9A PHLPP2 PIR PLA2G12A PLK4 PMPCB POPDC2 PPIC PRDM10 PREP PRKRA PRKRIP1 PRPF4 PRPSAP1 PRPSAP2 PTPRF RAB35 RAB36 RAB3D RACK1 RADX RASGRF1 RBM38 RIN2 RNF185 RNF41 RNF7 RPL21 SCGB1D2 SCNN1B SEMA5A SETD4 SFRP4 SIRPB1 SIT1 SIVA1 SLC10A1 SLC10A3 SLC19A1 SLC25A3 SLC39A4 SLC9A5 SNRPN SPO11 SRSF6 TBCB TFR2 TMPRSS5 TRAF4 TRMT13 TRPA1 TSPAN1 TUBAL3 TUT4 TXN2 TXNL4A UBE2I UBE2NL USP53 VHL VWF WBP2 YTHDC2 ZBTB10 ZNF124 ZNF24 ZNF354A ZNF557 ZNF589 GSE22611_UNSTIM_VS_2H_MDP_STIM_NOD2_TRANSDUCED_HEK293T_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22611_UNSTIM_VS_2H_MDP_STIM_NOD2_TRANSDUCED_HEK293T_CELL_UP ABCE1 ACOX1 ACSL1 ADAM8 ADGRV1 AGRP AHDC1 AKR1B1 ANGPT2 AP2B1 APOA4 APOC2 AQP8 ARHGEF15 ARID3A ASCL3 ASPH ATAD2 ATP5PB ATP5PF B4GALT2 BAZ2A BCL7A C11orf24 C3 C3orf14 CBR4 CCT2 CETN3 CHN1 CHRNA1 CHRNA3 CKAP2 CKM CLASRP CLSTN3 CNOT3 CREBBP CROT CTNND2 CYB5R3 CYP4F11 DCAF16 DELEC1 DGKE DGKQ DMTN DNAJA1 DNM1L DYRK1B EBP EIF2S1 ELK4 EPS8L2 ETV7 F11R FBXW11 FCRL2 FGGY FOXJ3 FOXN1 FSTL1 GALNT11 GATA2 GATM GDF2 GFAP GFRA2 GHITM GLT8D1 GNA11 GNL3 GOLPH3 GPKOW GREB1L GRM4 GSK3A GSK3B GTF2E1 GYG1 HCG9 HCRT HDHD5 HGH1 HILPDA HIP1 HLCS HMGB3 HNRNPM HOXB8 HSD11B1 ICAM5 IDH3A IFI16 IFNA1 IFT46 IL10RB INA INO80B IRS4 JMJD4 JUNB KAT7 KCNB1 KLK5 LAMB3 LEF1 LILRA5 LILRB5 LSM12 MAP3K11 MATCAP2 MBNL2 MED21 MRPL46 MT2A MTMR11 MTMR14 NFIB NLRP2 NME5 NPM1 NPVF NRG1 NYX OVGP1 PENK PFAS PGC PHTF2 PIP5K1A PKNOX2 PLA2G5 PLEK2 PLLP PLOD3 POP4 PPAN PPP3CA PPP3R1 PRAME PRDX4 PSMA1 PSMA6 PSMC5 PSRC1 PTPRD QRSL1 RAD21 RAD54L2 RBM23 REPS1 REPS2 RFX7 RGS12 RNF34 RPS18 RRAS2 SCAF11 SCNN1D SDC2 SH2B2 SKA1 SKAP2 SLC17A5 SLC19A3 SLC35B1 SLC7A1 SNRPB2 SP3P SSBP1 STMN1 STXBP1 SULF1 TBX1 TCERG1 TCN1 TCP10L3 TECPR2 TGFBR3 THSD7A TLN1 TRIP12 TROAP TRPV6 TSBP1 U2AF1 UBE2E1 UCHL3 UTP11 UTP20 VPS37B ZNF154 ZNF217 ZNF322P1 GSE22611_UNSTIM_VS_6H_MDP_STIM_MUTANT_NOD2_TRANSDUCED_HEK293T_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22611_UNSTIM_VS_6H_MDP_STIM_MUTANT_NOD2_TRANSDUCED_HEK293T_CELL_DN ABCF1 ABHD3 ADAM8 ADAMTSL3 ADARB2 ADCY8 ADGRE2 ADGRE5 ADRA2C AGTPBP1 AKR1C4 AKTIP ALDH9A1 AMPD2 ANKEF1 AOAH AP4E1 APEH ARAP3 ARHGAP28 ARHGAP33 B3GNT2 B3GNTL1 BARX2 BEND5 BLTP1 BMP2 BSPRY C1QA C2orf72 CALML4 CAPZB CD302 CDA CDH17 CERS4 CLCN4 CLEC5A CNOT2 CNPY3 COL19A1 CORO1A CPEB3 CRYGC CSNK1E CT55 CTIF CXCR2 CYLC1 DAPK2 DHRS7 DNMBP DTX4 E2F6 EDN2 EGLN2 EHMT2 EN2 ENC1 ENSG00000284948 ENSG00000289047 ETV6 F2RL1 FHL3 FOLH1B FURIN GAB1 GAD1 GALK2 GAPDHS GATAD2A GDF3 GFOD2 GNAT2 GNL3LP1 GPC3 GPER1 GPX3 HNRNPU HOXC13 HSPA1L IL13RA2 INKA2 KATNB1 KCNF1 KCTD12 KIF18A KIF3C KLHL22 KLHL25 LDLRAD4 LINC00652 LMNA LRFN3 LRIG2 LUZP2 MAGEC3 MAMLD1 MAPK1 MAPK3 MEF2C MEFV MNDA MON1B MORN1 MPPE1 MRPL35 MRS2 MT1E MTMR6 MYL3 NACC2 NARF NFRKB NINJ2 NKX3-2 NPHS2 NUP205 OR7A17 ORC1 PBXIP1 PCYT2 PECAM1 PGBD5 PGF PGLYRP1 PIGF PINK1 PIP4K2A PLS1 POLD4 POU5F1B PPP2R2D PPP4R3A PROC PXN RAB3A RAMP1 RBBP9 RBP1 RIN3 RNASE6 RNF141 RNPEP RUNDC3A RXRA S100A4 SCAP SEPTIN8 SETD6 SIGLEC7 SIPA1 SKI SKIC8 SLC22A4 SLC25A14 SLC25A37 SLC25A42 SLC26A4 SLC39A2 SMAGP SOS2 SOX10 ST8SIA4 STK17A SYN1 SYT1 TACC3 TBC1D2B TCAP TLE3 TLR1 TNFRSF10B TNFRSF10C TOPORS TPO TRIM8 TSC22D3 TTC21B TUBA4B TYR UNC5B UPF3A USP33 VAMP1 VDR VIP VNN1 VRTN WDR45 WDR48 ZBTB14 ZNF106 ZNF174 ZNF350 ZNF516 GSE22611_UNSTIM_VS_6H_MDP_STIM_MUTANT_NOD2_TRANSDUCED_HEK293T_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22611_UNSTIM_VS_6H_MDP_STIM_MUTANT_NOD2_TRANSDUCED_HEK293T_CELL_UP ABCC3 ABR ACTR10 AGPAT2 AGTPBP1 AIMP1 ANKH ANXA11 APOF ARHGEF40 ARL5A ARSB ATP10D B3GNT2 B3GNTL1 BCORL1 BEX3 BMI1 BMPR2 C1orf54 CALCOCO1 CAMTA2 CARM1 CCDC6 CCND3 CD48 CD68 CD99 CDC23 CDK5RAP1 CDKN2AIP CELF2 CHRNB1 CIDEB CLDN14 CMPK1 COPS7A CRTC3 CSK CSTF1 CTDSP2 CZIB DBR1 DDX31 DENND1C DMWD DNAJC12 DOCK1 DOLPP1 DPF3 DUSP10 EBI3 EFL1 ERGIC2 EXTL2 FAM193A FASTKD5 FBXL14 GCKR GCM2 GDPD3 GLB1 GLUD2 GNPDA1 GSN-AS1 GTF2E1 GUSBP14 HAL HAVCR1 HECA HGH1 HIGD2A HK1 HOXA2 ICE1 IDH3B IL22 IL36G IMPA1 INPP5D ITPR1 JADE1 JTB KAT2B KCTD2 KIN KIR2DS2 KLF7 KRT3 LAMP1 LARS2 LIMS2 LMTK2 LOXL3 LPGAT1 LPXN LRP8 LSM1 MAGOH2P MAP3K3 MAP3K7 MARCHF2 MARCHF8 MBD3 MDFI MED12 MILR1 MLF2 MME MMP14 MPRIP MPST MRPS10 MYO1C MYOG NADSYN1 NDEL1 NDUFS2 NETO2 NLRX1 NPY5R NRN1 OGFRL1 OLAH OR3A2 OR7E14P PARP2 PATZ1 PCOLCE2 PDCD4 PIGG PLPP3 PPP1R3D PRDM8 PREP PRNP PROX1 PTPN7 PTPN9 PTPRCAP QSOX1 RAB31 REN RNF44 RP2 RPL23AP32 RPS24 S100A14 SARAF SCAF8 SEC11A SERPINE2 SH2B3 SH3BP5 SH3YL1 SHLD2 SLAMF7 SLC25A12 SLK SNRNP40 SRSF6 STAT6 STK39 STRADA STX18 SYNDIG1 TAF4B TAS2R14 TBCB TBP TGFBI TINAGL1 TLK2 TMEM184B TMEM204 TMEM260 TMEM62 TOB1 TOPBP1 TOR3A TPM4 TPTE TUBA3D TXN2 UBASH3A UBQLN4 UFC1 VIPAS39 VPS39 VWA1 VWF WDR45B WDR47 WFDC1 WFDC2 XKR8 ZC3H13 ZNF675 GSE22611_UNSTIM_VS_6H_MDP_STIM_NOD2_TRANSDUCED_HEK293T_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22611_UNSTIM_VS_6H_MDP_STIM_NOD2_TRANSDUCED_HEK293T_CELL_DN ACE2 ACKR4 ADAM17 AK4 ALB ALDH1L1 APPL2 ATP13A3 ATP2B1 ATPAF2 ATR BRD3 BTG3 C11orf21 CAPG CASP1 CCL18 CCL20 CCNE2 CCR1 CCRL2 CD40 CD44 CD48 CD68 CES3 CETN3 CIR1 CLCN5 CMAS CRH CROCC CRYZL1 CSN3 CSTB CYBC1 CZIB DCUN1D4 DGKA DHX34 DLGAP4 DUSP10 DZIP1 EBI3 ECHS1 EDN1 EFEMP2 EIF5 EIF5A ENSG00000291006 EPB41L3 ERCC8 EVL EXOSC10 EZH1 FCGR2C FGF8 GAK GATC GCNT4 GNPDA1 GPRC5B GREB1 GRIK4 GTF2E1 HDAC7 HHLA2 HNRNPA0 IDH1 IDH3B IFNA5 IFNAR1 IGLV1-44 IL13RA1 IL36G INSIG1 IPCEF1 ITPR1 KAZALD1 KLF9 KRT13 LAMP1 LMTK2 LPAR6 LRRC14 LRRC17 MAFF MBD3 MCM3 MED12 MEX3C MINDY2 MMP1 MMP14 MRNIP MRPL11 MRPL40 MRPS30 MTR MYH14 NAV2 NCR1 NDUFAF4 NDUFB2 NFIX NOL3 NPY1R NSMCE4A NT5E NUBP2 ORC4 ORM1 OSBPL3 OVGP1 P2RX7 PAOX PCDHGA9 PDE4DIP PF4 PHF10 PHLDB1 PLA2G1B PLAA PLCH1 PLCL2 PLD1 PLPP3 PMCHL1 PON3 PPIP5K2 PPP1R15A PRKACA PRUNE2 PRX PTPA PYGL RAB11FIP2 RAB1A RABGAP1L RABL3 RANGAP1 RBMXL2 RCBTB2 REXO2 RHAG RIPK2 RPS24 RRP1 RTF1 SAYSD1 SCAPER SCG5 SETBP1 SH3BP5 SIM1 SLAMF7 SLC11A2 SLC27A3 SLC29A3 SLC2A3 SLC34A1 SLC43A3 SLC7A1 SLC7A11 SMG7-AS1 SNRPF SOCS3 SPHK1 SQSTM1 SRC STN1 SYCP2 SZRD1 TASP1 TCP10L THAP3 TIMP2 TMEM151B TPP1 TRIO TRIP10 TRMT13 TRPM6 TTLL4 UBA5 UBE3B UROD USP48 VAC14 WHRN XCL1 XYLT2 ZC2HC1A ZCCHC4 ZNF107 ZNF573 ZNF721 ZXDC GSE22611_UNSTIM_VS_6H_MDP_STIM_NOD2_TRANSDUCED_HEK293T_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22611_UNSTIM_VS_6H_MDP_STIM_NOD2_TRANSDUCED_HEK293T_CELL_UP ABTB2 ACADSB ACSF2 ADGRB2 ADPGK ALG5 ANGPT2 APOC1 APOD ARF6 ARFIP1 ARHGEF15 ASCL3 ATP2A2 AURKAIP1 B2M BCL2L1 BICD1 BORCS6 C3 C5orf15 CCZ1B CDH2 CEACAM7 CFTR CHMP1A CHRNA1 CHST3 CHST5 CKAP2 CMAHP COX4I1 CRKL CRNN CTNNAL1 CTSK CYB5R3 DCLK1 DLX6 DNAH3 DNAJC6 ELF3 ELK4 EMC8 ENSG00000274253 EVC EXO1 EXOSC2 EXPH5 F11R FAM50A FAP FBXW11 FCRL2 FEN1 FEZ1 FHL5 FOCAD FSCN3 FSTL1 GADD45G GALNT2 GATD3 GDF2 GFAP GNG12 GPR107 GPR171 GPR4 GPRC5B GREB1L GSK3A H2AC17 HCG9 HNF1B HOXD1 IFT57 IKZF3 IL1R2 INA INAVA INO80B INTS15 INTS7 IRS1 IRS4 JPH3 KCNMB1 KIF2C KLRC3 KRIT1 LARGE1 LASP1 LGALS3BP LIG3 LINC01711 LSS LTK MAN1B1 MARS1 MATCAP2 MC2R MCM6 MIPEP MKLN1 MOG MRPL34 MTMR11 MTMR8 MTRR NCAM2 NFIB NLRP2 NME5 NPTXR NPVF NPY6R OGFOD2 OPA1 OVGP1 PAPOLA PGF PHTF2 PLLP POGLUT1 POLR3F PPIA PPP1R14B PRDM10 PSMB6 PTK2B PTPRD RAB11FIP3 RAB3D RAD54L2 RANBP17 RASL11B REPS1 RGCC RGS12 RHD RIN3 RORA RPS6KA1 RRAS2 RSAD1 S100A6 SAV1 SBNO1 SCEL SCNN1D SCRN3 SDC2 SEPTIN4 SFTPB SHH SIPA1L1 SKA1 SLC12A9 SLC17A4 SLC22A18AS SLC2A6 SLC35D2 SLC35F6 SOX11 SRPX2 SSBP1 STMN2 STX1A TAF9 TCP10L TGFBR3 THSD7A THTPA THUMPD2 TIPIN TMEM9B TPM3 UBE2D4 UBE3B UBQLN3 UGT2A3 UMPS UTS2 VHL VPS13B WWC1 YES1 YTHDC1 ZBTB44 ZCCHC14 ZFC3H1 ZNF146 ZNF154 ZNF3 ZNF337 GSE22886_CD4_TCELL_VS_BCELL_NAIVE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_CD4_TCELL_VS_BCELL_NAIVE_DN ADAM19 ANKRD34C AP1G1 ATP6V0A1 ATXN3 BANK1 BCL11A BET1 BLNK BTK CCP110 CD19 CD200 CD22 CD72 CD79B CD80 CDK14 CEP43 CHAT CHL1 CLCN4 CLEC4A CNR1 CNR2 COLEC10 COLEC12 CORO2B CPB1 CPEB3 CR2 CTNNAL1 CYP4B1 DCAF17 DDR1 DNASE1L3 DPF3 DPPA4 DRAM1 DTX4 EHD3 ENTPD1 EVI5 FAM30A FBXO4 FMO3 FMO5 FPR2 FRAS1 FZD10 GABBR1 GALNT3 GATM GGA1 GM2A GPATCH2L GPM6A GRK3 GSTA1 GSTA4 GTPBP2 GTPBP3 H4C4 HAUS5 HDAC9 HESX1 HHEX HILPDA HLA-DMA HLA-DMB HLA-DPB1 HLA-DQB1 HLA-DRA HLA-DRB1 HMGCS1 HYDIN IDI2-AS1 IER3IP1 IGHM IL24 IQCB1 IRF4 IRF6 IRF8 ITGB3 KATNBL1 KCTD20 KLHL35 KRT19P2 KYNU LARGE1 LHFPL2 LINC00339 LY86 MAGEA3 MAP1B MARCHF3 MCM2 MCTP2 MED14OS MEF2C MIR600HG MKLN1 MOXD1 MPZL1 MROH9 MS4A1 MTMR10 MTMR9 MYEF2 MYO1B MYO1E MYOZ3 NEBL NEK4 NIPSNAP3B NOD1 OBI1 PARG PARM1 PDE10A PDLIM1 PEG10 PHLPP2 PHTF1 PIP5K1B PLCG2 POLR1HASP POU2AF1 PPEF2 PPM1D PRPH2 PTGS1 PTPRK RAD51D RADX RHOBTB1 RIC3 RIPOR1 RMI1 RPS27 RRAS2 SBNO1 SCD5 SEMA4F SERPINB5 SETBP1 SLC15A3 SLC2A5 SLC35F2 SLC4A4 SLC6A16 SLC9A7 SMAD5 SMPX SOBP SOCS5 SOGA1 SPOCK1 SPRING1 STRN3 SYK TBC1D12 TCF4 TCL1A TFPI2 TGFBR1 TIAM2 TIMELESS TLL1 TMOD1 TNS3 TOMM34 TREML2 TRIO TRMT2B TSHB TSPAN13 TSPYL5 TULP2 UGDH USP2 UST UTP14C VAV3 WEE1 WWOX YBX3 ZC3H7B ZNF235 ZNF468 ZNF532 ZNF536 ZNF552 ZNF682 ZNF821 GSE22886_CD4_TCELL_VS_BCELL_NAIVE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_CD4_TCELL_VS_BCELL_NAIVE_UP ADGRE5 ADNP2 AGBL5 AIF1 AIFM1 AKTIP APBB1IP APMAP APOL3 ARID5A ARL6IP4 ARRB2 ASB6 ATP13A2 ATP1A1 AZU1 BAG3 BATF BCL11B BCR BEX3 BIN2 BLVRB BRF1 CABIN1 CAMK4 CCL5 CD2 CD247 CD27 CD28 CD3D CD3G CD4 CD5 CD6 CD7 CDC25B CDC42 CDKN2B CDR2 CHD3 CITED2 COMT CYTH2 DDX28 DEXI DGKZ DNASE2 DUSP2 DUSP7 DVL1 ECHDC2 EEIG1 ELANE ENO2 ENO3 EPHX2 EVI2A EXOSC7 FCGRT FKBP5 FLT3LG FMNL1 FXN FYB1 GADD45A GARS1 GATA3 GBAP1 GBP1 GBP2 GCHFR GIMAP6 GLT8D1 GNAQ GRSF1 GUK1 GYPC GZMM HIPK1 ID2 IFITM3 IL17RA IL27RA IL32 IL7R INPP4B INSL3 IQGAP2 ITGAL ITGB1BP1 ITK ITM2A ITPKB KAT8 KIF22 KLHL21 LDLRAP1 LEF1 LEPROTL1 LINC00342 LRFN3 LTBP3 LTBP4 M6PR MACROD1 MAL MAN2B2 MAN2C1 MAP3K6 MAP7D1 MED15 MNT MOGS MPHOSPH10 MRPS15 MUTYH NDFIP1 NELL2 NIPAL3 NOSIP NRBP1 NUCB2 OPTN PA2G4 PACS2 PBXIP1 PGGHG PIK3R1 PITPNC1 PKN1 PLEKHB1 PLPBP PLSCR3 PMM1 POLR1E PPP1R14B PRDX3 PRKCA PRKCH PRMT2 PSMD1 PTPN4 PXN R3HDM1 RALGDS RGCC RGS10 RORA RPS6KB2 RSAD1 RSL1D1 RTN3 RUNX1 S100A10 S100A4 SAE1 SAMSN1 SEMA4D SEPTIN6 SERINC3 SERINC5 SF3A3 SH2D1A SIGIRR SLC3A2 SMAD7 SMPD1 SOCS3 SOX4 SPOCK2 SRGN SUPT5H SYNE1 TACC3 TARP TBCD TFPT TIAM1 TIMP1 TNFAIP3 TOB1 TRAC TRAT1 TSPO TXK TXN2 UBASH3A UNC119B UPP1 WNK1 XAB2 ZAP70 ZBTB22 ZBTB38 ZNF512B ZNHIT2 ZYX GSE22886_CD8_TCELL_VS_BCELL_NAIVE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_CD8_TCELL_VS_BCELL_NAIVE_DN ACSL6 ADAM19 APCS APOL5 APP ARHGAP32 ATP11A ATP6V0A1 BACE2 BANK1 BCL11A BCL2L2 BCL7A BLNK BTK CCDC170 CD180 CD19 CD200 CD22 CD72 CD80 CD83 CDK14 CDK19 CEP43 CHAT CHL1 CLCN4 CLEC4A CNKSR2 CNR1 CORO2B CR2 CTNNA1 CTNNAL1 CTSK CYP2A7P1 CYP51A1 CYSLTR1 DCAF17 DDR1 DLG5 DNASE1L3 DNMBP DPF3 DRAM1 DTX4 DUSP6 EGR2 ENTPD1 FADS3 FAM30A FBXO4 FCGR2A FMO5 FOLH1B FRAS1 FZD10 FZD4 GAB2 GABBR1 GATM GPM6A GRK3 GSTA1 GSTA4 GTPBP3 HAUS5 HDAC9 HEYL HHEX HIF1AN HILPDA HLA-DMA HLA-DMB HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DRA HLA-DRB1 HLA-DRB6 HMGB3P1 HMGCS1 IDI2-AS1 IFNA4 IFNA7 IGHD IL1R1 IL24 IL4R IRF8 ISL1 KATNBL1 KCNJ2 KLK2 KMO KYNU LALBA LAMC1 LARGE1 LHFPL2 LRRC19 LY86 MAGEA4 MAS1 MED14OS MEF2C MID1 MIR600HG MPZL1 MS4A1 MTMR10 MYO1B MYOF MYOZ3 NAB1 NOD1 P2RX1 PAPSS2 PARM1 PAWR PCDHGA10 PDE10A PEG10 PHF7 PHLPP2 PIP5K1A PIP5K1B PKIG PLCG2 PLPP3 POLR1HASP POU6F1 PRPH2 PRR3 PTGS1 PTPRK RAB11FIP3 RAB30 RASL10A RASL12 RBM4B RDH8 REPS2 RHD RIC3 RIPOR1 RPS27 SAMD4A SBNO1 SCD5 SELENBP1 SEMA4F SFN SH2B2 SLC15A3 SLC25A16 SLC2A5 SLC4A4 SLC6A16 SLC7A7 SLC9A7 SMAD5 SMPX SMR3B SNX29 SOBP SOGA1 SP1 SPIB SPRY4 STAP1 STRN3 SYK TAF4B TBC1D12 TBC1D30 TCF4 TCL1A TCL6 TIMELESS TLR6 TNFAIP1 TNS3 TOMM34 TREML2 TRIM25 TSHB TSPAN13 TSPYL5 TTC28 USP2 VAV2 ZC2HC1A ZNF112 ZNF532 ZNF682 GSE22886_CD8_TCELL_VS_BCELL_NAIVE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_CD8_TCELL_VS_BCELL_NAIVE_UP ABHD14A ACTG1 AIFM1 ANXA1 APBB1IP APMAP APOL3 ARRB2 ATP13A2 ATP2B4 B4GALT3 BAG3 BCL11B BCR CABIN1 CCDC88C CCL5 CD2 CD247 CD27 CD3G CD7 CDR2 CEP68 CERK CIAPIN1 CITED2 CLTA COL6A2 CPT1A CRTAM CST7 CTDP1 CTSA CYB561D2 DDX60 DENND1B DENND2D DEXI DGKZ DUSP7 ECHDC2 ECPAS EEIG1 EFHD2 EGLN2 EIF4G1 ENO2 ETHE1 FAM8A1 FKBP5 FLT3LG FMNL1 FXN FYB1 FYCO1 GALC GBAP1 GBP1 GBP2 GIMAP6 GLT8D1 GNLY GPR171 GRAP2 GTF3C1 GZMA GZMM H4C3 HMG20B HMOX2 IDH2 IFITM3 IL17RA IL27RA IL2RB IL32 IL7R INPP4A INPP4B ITGAL ITM2A JPT1 KCNAB2 KLHL21 KLRB1 KLRC3 KLRC4 LDLRAP1 LEF1 LEPROTL1 LGALS1 LIME1 LPIN1 LRCH4 LRFN3 LRIG1 LTBP3 MAGED2 MAL MAP7D1 MATK MCAT MED15 MOGS MPHOSPH10 MPHOSPH9 MRPL12 MRPL17 MRPL57 MT1X MT2A MTX1 MVP MYBL1 NACC2 NDFIP1 NDUFB7 NELL2 NHERF1 NIBAN1 NIPAL3 NKG7 NMRK1 NMT2 NOSIP NQO2 NRBP1 NUCB2 OPTN P4HB P4HTM PA2G4 PCNT PGRMC2 PITPNC1 PKN1 PLAAT3 PLEKHB1 PLEKHB2 PLEKHF1 PLSCR3 POLR1E PRF1 PRKCA PRKCQ PRMT2 PRORP PRR5 PSMD1 PTGER2 PTPN4 PTPRA PVRIG PXN R3HDM1 RAB27A RANGAP1 RGCC RGS10 RHOC RORA RRS1 RSL1D1 RTN3 RUNX1 S1PR4 SACS SAMSN1 SF3A3 SIGIRR SLC25A44 SLC35D2 SMARCA2 STAU1 STK39 SVIL TACC3 TARP TESK1 THYN1 TIMM8B TIMP1 TMED3 TPST2 TRABD TSPAN32 TXK TXN2 UAP1 UBASH3A UBE3A UNC119B XAB2 XBP1 ZAP70 ZBTB38 ZMYM6 ZYX GSE22886_CD8_VS_CD4_NAIVE_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_CD8_VS_CD4_NAIVE_TCELL_DN AKT2 ALDOAP2 ALS2CL ANK1 AP3M2 APOA2 APP ARHGEF1 ARID5A ARMC6 ATG9A ATP11A ATP1A1 ATXN7 ATXN7L3B BCAP29 C10orf95 C1QA C1orf54 CACNA1I CACNG5 CADM3 CADM4 CAPRIN2 CARD9 CASP10 CCL21 CCZ1 CD22 CD33 CD4 CD5 CDC42EP4 CDKN2C CEMP1 CHD7 CLASRP CLDN9 CLUHP3 CREBBP CRYM CSAD CSGALNACT1 CST4 CTSL CYLD CYTH1 DAB1 DENND2A DENND5A DKFZP434A062 DLX6 DNASE1L3 DSCC1 E2F2 ECE1 ENPP3 ENTPD4 EPHB6 F5 FAM110D FAM13A FASTKD5 FCGR2C FOLR2 FOXB1 FUT9 FUZ FXYD3 GABBR1 GARRE1 GAS2L1 GFAP GFRA3 GJB3 GNG11 GORASP1 GP1BA GPA33 GSTT4 GYS2 HECA HKDC1 HLA-DOA HLA-DQB2 HTR5A ICOS IL1RL1 IL4R ILF3 INTS1 KAZALD1 KCNK7 KLF3 LGALS9 LGI2 LINC00342 LIPE LMBR1L LMTK2 LZTS3 MAGEH1 MAL MAP3K1 MAP4K2 MAPT MFGE8 MISP MPP1 MRTFA MTSS2 MXI1 MYO15B N4BP2L2-IT2 NCOA2 NECTIN2 NEU2 NFKBIL1 NKTR NLRP1 NPHS1 OAZ3 ONECUT1 OSER1 OXTR P2RX4 PALM PAPSS2 PELI1 PGAP1 PILRA PIM2 PLAU PLCH1 PODNL1 POMT2 PRB1 PRMT8 PTGER1 PTK2 RAB40C RAB5C RARA RASGRP2 REEP2 RERE RHBG RHO RNF126P1 S100A14 SALL2 SAMHD1 SCAF4 SCAND2P SCNN1A SECTM1 SEMA3B SH2B1 SH2B2 SIGLEC6 SLC22A1 SLC6A8 SMARCB1 SORBS1 SORBS3 SPG7 SPINT1 SUGCT TACR1 TAF15 TAF9B TBX1 TENT4A TIAM1 TLE2 TMEM212 TNP1 TNS2 TPCN1 TRIB2 TRIM25 UNC119 UPP1 VAT1 VPREB3 WNT7A WWP1 ZBTB20 ZBTB22 ZFC3H1 ZFHX2 ZNF205 ZNF287 ZNF362 ZNF467 ZNF587 GSE22886_CD8_VS_CD4_NAIVE_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_CD8_VS_CD4_NAIVE_TCELL_UP ABCA11P ABCF1 ABCF2 ADAT1 ALG5 ANKMY2 APOBEC3C APTX AREL1 ARHGAP25 ARL1 ARL6IP1 ARPP19 ATP6V0A2 ATP8A1 ATR C1orf174 C2orf42 CAB39 CARS1 CBLB CCR5 CD3D CD8A CD8B CD96 CDC42EP3 CDKL3 CHSY1 CISH CKLF CRKL CRTAM DARS1 DAXX DENND4C DFFA DIABLO DIMT1 DKC1 DKK3 DNAL4 DPP8 DPY19L4 DYNLT3 EHBP1 EMG1 EOLA2 ERGIC2 EXOC2 FAM114A2 FECH GABARAPL2 GABPB1 GALNT11 GAS1 GBP1 GCLM GGNBP2 GGPS1 GLS GLT8D1 GPN1 GPR171 GTDC1 GTF2E1 H4C3 HIGD1A HMCES HPS5 HTRA2 ICE1 IL18R1 INTS14 INVS ISOC1 KIAA0232 KLHL9 KLRC4 KMT5B LAX1 LPXN LRCH3 LRIF1 LYRM2 MECP2 MED8 MGAT2 MICAL2 MID1IP1 MKNK1 MMUT MNAT1 MRPS31 MTCH2 NAA38 NAA40 NCALD NCK1 NDUFAF1 NDUFB3 NEK4 NEK7 NME6 NME7 NPRL2 OGFOD1 ORMDL2 PARK7 PARP1 PARP8 PCCA PDCD10 PDCD6 PEX13 PGM1 PIGV PIP4K2C PLAAT4 PLSCR1 PMS1 PNP POP4 PRKCH PRR5 PSMA5 PSMB9 PSMD7 PTCH1 PVRIG RAB22A RAD51B RALBP1 RAPGEF6 RARS1 RDX RFK RNF170 RPA2 RPS6KA3 RRAS2 SCCPDH SDAD1 SDF2 SEC11A SEL1L3 SELENOP SEPTIN7 SH2D1A SLC25A20 SLC25A44 SLC26A2 SLC39A14 SLC44A4 SLC4A1AP SNAPC5 SPATA7 SPOP STX6 SUPT16H SYNRG SYTL2 TARP TARS2 TBC1D10B TLR3 TM2D1 TM9SF1 TMA16 TMCO1 TMEM156 TMEM186 TMEM9B TNFRSF1A TNFSF14 TPK1 TPM1 TPT1P8 TRAF5 TRAPPC2 TRGV5 TRIM32 TSEN34 TSPAN32 TXNDC9 UBE2K UCHL5 USP11 UTP14C VPS26C WDR5B WDR7 YBX3 ZFAND6 ZMPSTE24 ZMYM6 ZNF232 ZNF304 ZNF443 ZNF816 GSE22886_CTRL_VS_LPS_24H_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_CTRL_VS_LPS_24H_DC_DN ABRAXAS2 ADAR APOBEC3A APOL1 B3GALT4 BCL2L2 BIRC3 BST2 BTG1 BTG3 BTN3A1 BTN3A2 BTN3A3 CALM3 CASP3 CASP7 CCL20 CCL5 CCR7 CD58 CD83 CDCA4 CFB CFP CHMP5 CLDND1 CNP COPS2 CREB3 CRLF3 CSRP2 CXCR4 DDA1 DDX60 DHX58 DNAJA1 DUSP1 DUSP2 DUSP5 DYNLT1 EBI3 EIF2AK2 EOLA1 ETV6 EZH1 G0S2 GBP1 GCH1 GMPR GPX4 GRINA GTPBP1 GYS1 H1-10 H2AC25 H2AC6 H2BC12L H2BC21 H2BC5 H2BC6 H2BC9 H4C8 HEATR6 HERC5 HERC6 HIVEP2 HLA-A HLA-B HLA-E HLA-F HLA-G HLA-J HSPA1A ICAM1 IDO1 IER5 IFI27 IFI35 IFI44 IFI44L IFI6 IFIH1 IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 IFITM2 IFITM3 IL12B IL15RA IL2RA IMPA1 IRF4 IRF7 IRF9 ISG15 ISG20 JPT1 KYNU LAMP3 LAP3 LGALS3BP LMBR1L LMNB1 LY75 MAP3K13 MARCKSL1 MOB1A MSC MT2A MTSS1 MVP MX2 NAPA NCF1C NFE2L1 NFIL3 NFKB1 NFKB2 NINJ1 NMI NR4A3 OAS2 OAS3 OASL P2RX4 PAQR3 PDE4B PHF11 PIM2 PLAGL1 PMAIP1 PPP1R15A PPP3CC PRKAR2B PSMB10 PSMB8 PSMB9 PSME2 PTGER4 PTGIR RAB8B RAB9A RASGRP1 REL RHBDF2 RIGI RIPK2 RSAD2 RTP4 RUBCN SAMD9 SAMSN1 SCO2 SEC61B SHFL SLAMF1 SLAMF7 SOD2 SP110 SPG11 SPRED2 SQSTM1 STAT1 STK4 TAP1 TASOR2 TBC1D13 TBC1D8 TBC1D9 TEX30 TGIF1 TLK2 TMEM131L TMEM39A TNFAIP3 TNFAIP6 TNFAIP8 TNFRSF9 TNFSF10 TNFSF4 TNIP1 TPD52 TRAF1 TRIP4 TXN TYMP UBE2L6 UBE2Z USP18 VANGL1 VRK2 WARS1 WDR48 XAF1 XPO6 ZC3H12A ZDHHC18 ZER1 GSE22886_CTRL_VS_LPS_24H_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_CTRL_VS_LPS_24H_DC_UP ABCE1 ACO2 ACTR2 ADCK2 ADCY7 ADORA3 ALDH3A2 ANAPC13 AP1B1 AP1S2 APBB1IP APEX1 ARFIP1 ARHGAP4 ARHGEF6 ARMCX5 ATP5MC1 ATP5PB ATP5PD BAG5 BDH1 BICD2 BRPF1 CALM2 CAMK1 CAPZA2 CBFB CD209 CD36 CDC40 CDIPT CDK19 CDK5 CERK CETN2 CHCHD7 CHEK2 CHPT1 CLEC10A COMMD10 COPS4 COPZ1 COTL1 COX7C COX8A CTDSP1 CXCR2 CYFIP1 CYREN DEF6 DIAPH1 DNMT1 DOCK2 DOK2 EBNA1BP2 ECSIT EEF1B2 EGLN1 EIF2B1 EIF2D EIF3B EIF3K EIF3L EIF4B ESYT1 EXOSC5 F13A1 FAM168B FBXW2 FCGR2B FES FIS1 FLI1 FOCAD FRAT2 GCA GDE1 GEMIN6 GLIPR1 GLRX5 GMPR2 GNAS GOT2 GPD1L GPHN GPX1 GRAMD4 GTF2A2 HAT1 HGSNAT HHEX HLA-DMA HS2ST1 HSD17B10 IFNGR1 IL16 IMPA2 ISYNA1 LAPTM4B LAT2 LMO2 LSM7 MAF MAP1S MAPK14 MARCHF1 MAST3 METTL7A MGAT4A MGST2 MLEC MRM2 MRPL3 MS4A6A MSRA MYG1 NACA NDUFA4 NDUFB1 NDUFB5 NDUFC2 NDUFV1 NRGN NRP1 NT5DC2 ORAI3 P4HTM PABPC1 PABPC4 PCYOX1L PDIA4 PDLIM2 PEMT PLCB2 PNPO POGK POLD2 PON2 POP5 PPIH PPP1R7 PSTPIP1 PTDSS1 PTGS1 RAB7A RAP1A RCOR1 RNF113A RNMT ROGDI RPL27 RPL30 RPL39 RPLP2 RPS13 RPS14 RPS18 RPS3A RPS8 RRP1B RTN3 S100A4 S100B SDHAF3 SEC24D SH3BGRL SKIC8 SLAMF8 SLC12A9 SLC16A1 SLC48A1 SLCO2B1 SNX5 STX10 SUCLG2 SYK TACC1 TBL1XR1 TBXAS1 TCEAL1 TM6SF1 TMEM147 TMEM243 TMEM9B TOP2B TRAM2 TRAPPC6A TRIM32 TXNRD3 UBE2E3 UFSP2 UQCR10 UQCRH VAMP8 VASH1 WASHC5 WDR37 ZBTB11 ZCCHC24 ZMYM3 GSE22886_DAY0_VS_DAY1_MONOCYTE_IN_CULTURE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_DAY0_VS_DAY1_MONOCYTE_IN_CULTURE_DN AARS1 ABCC1 ACSL5 ADAMDEC1 AGPAT4 AK4 ALCAM ANKLE2 ARL1 ARL8B ATOX1 ATP13A3 ATP1B3 ATP6V1D ATP6V1H BASP1 BCAP31 BCAT1 BIRC3 C3 CAMSAP2 CCL2 CCL22 CCL4 CCNA1 CCR7 CCRL2 CD2BP2 CD63 CDKN1A CLEC5A CLN5 CLN8 CREB3 CRIM1 CRLF2 CSTB CTSB CTSL CTSV CXCL1 CXCL2 CXCL3 CYP1B1 DAB2 DOCK4 DUSP4 EBI3 EMP1 ETS2 FADS3 FCMR FEN1 FICD FTH1 FTH1P5 GADD45G GARS1 GLRX2 GM2A GMPPB GNA15 GP5 GPR137B GPX4 GSDME GSTO1 H2BC12 H2BC12L HBEGF HIVEP2 IER3 IL1B IL1RN IL3RA IL6 IL7R INHBA KCNN4 KCTD7 KEAP1 KYNU LAMP3 LAPTM4B LMNA MAFF MAFG MANF MAPK13 MAPK6 MGLL MICALL1 MITF MMP19 MMP9 MRC1 MT1H MT1X MT2A MTF1 MYO1E NAMPT NFKBIE NINJ1 NME7 NPC1 NQO1 NRIP3 ORMDL2 PDE4A PFKFB3 PHACTR1 PI3 PI4K2A PIM1 PIM2 PIP4K2C PJA1 PLA2G7 PLIN2 PPBP PPIF PPME1 PPP1R14B PSMA6 PSMB2 PSMB5 PSMC1 PSMC4 PSMD11 PSMD14 PTGS2 PXDC1 RAB13 RALA RDX RFTN1 RGL1 RHOF RHOQ RRAGC RUNX1 SDC4 SEC61G SERPINB2 SH3BP5 SH3GL1 SLAMF7 SLC2A3 SLC3A2 SLC43A3 SLC7A11 SLC7A5 SLCO4A1 SOD2 SOWAHC SPHK1 SPINK1 SPP1 ST3GAL1 STAC STAT4 STX4 TALDO1 TEX10 TMEM208 TNFAIP6 TNFRSF1B TNFRSF4 TNFSF14 TNIP1 TNIP2 TP53BP1 TRAF1 TRAPPC4 TRIP10 TSC22D1 TTI2 TUBB TUBB4B TUBB6 TUBG1 TXN TXNL1 TXNRD1 UGCG UNC13B UPP1 VDR VPS37C WNT5A WTAP YIPF6 ZBTB17 ZBTB43 ZC3H12A ZFYVE16 ZHX2 ZNF267 ZNF557 GSE22886_DAY0_VS_DAY1_MONOCYTE_IN_CULTURE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_DAY0_VS_DAY1_MONOCYTE_IN_CULTURE_UP ACAA1 ADA2 ADCY7 ADD3 AGTPBP1 AIF1 ALAD ALDH2 APBB1IP ARHGAP25 ASGR1 ASGR2 ATP8A1 ATR BIN2 BTK BZW2 C11orf21 CAST CAT CBFA2T3 CCDC69 CCR2 CD101 CD1D CD244 CD302 CD33 CD36 CD37 CD74 CDA CEBPD CFD CHPT1 CLMN CNPY3 COQ8A CPPED1 CPVL CRISPLD2 CSF3R CST3 CX3CR1 DOK2 DPEP2 DUT ENTPD1 EPRS1 ERP29 F13A1 F5 FAM13A FAM8A1 FBL FCGR1BP FCN1 FES FGL2 FOS FRAT1 FRAT2 FUCA1 FYB1 GAS7 GBP2 GIMAP4 GSTK1 HAUS4 HELZ HK3 HMGB2 HMGN3 ICAM2 ICAM3 IFITM2 IGFBP7 IKZF1 IMPA2 INPP5D INPPL1 INTS8 IPCEF1 IRAG2 ITGA4 KIAA0040 KIAA0513 KLF11 KLF2 LHPP LIMD2 LMO2 LMO4 LTA4H LY75 LY86 MAN2B2 MAPK14 MARCHF1 MBNL1 MEF2C METTL7A MGST2 MNDA MS4A6A MSRB1 MSRB2 MTMR11 MTMR3 MXI1 MYCBP2 MYD88 NACC2 NEK9 NINJ2 NLRP1 NME3 NPRL2 NRGN NUP210 OXA1L P2RY13 PADI2 PARP8 PCYOX1L PDP1 PECAM1 PELI2 PGM1 PHF21A PIEZO1 PIK3CD PLBD1 PLCB2 PLCL2 PSRC1 PYGL RAP1GAP2 RASGRP2 RBL2 REPIN1 RERE RFX5 RGS2 RHOB RIOX2 RNASE2 RNASET2 RNF44 RPL13A RPL21 RPL26 RPL27 RPL29 RPL30 RPL35A RPL4 RPLP2 RPS18 RPS2 RPS29 RPS4X RPS5 RPS8 S100A4 SAMHD1 SATB1 SCPEP1 SECTM1 SELL SIDT2 SIGIRR SLC12A9 SLC35A1 SMARCD3 SORL1 ST6GAL1 STAT5B STK38 STX10 SULT1A1 SULT1A2 SUN1 TENT5A TGFBI TLR5 TLR7 TMEM131L TNFSF10 TOR3A UBA7 UNC93B1 VCL VIPR1 ZBTB18 ZDHHC7 ZFP36 ZFP36L2 ZNF395 ZNF467 GSE22886_DAY0_VS_DAY7_MONOCYTE_IN_CULTURE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_DAY0_VS_DAY7_MONOCYTE_IN_CULTURE_DN A2M ACAA2 ACAT1 ACAT2 ACO1 ACOT13 ACP2 ACP5 ACSL3 ADH5 AFG3L2 AKR1A1 ALAS1 ALDH3A2 ALDH9A1 ALG3 ANXA11 ANXA2 APOE APOO ARSB ATP1A1 ATP5MC3 ATP6AP1 ATP6V1C1 ATP6V1D AVPI1 BCAP31 CA2 CD81 CDK4 CHI3L1 CKS1B CLIC4 CLTC CMC2 COL6A1 COL8A2 CORO1C CRTAM CSRP1 CTSB CTSD CYB5A CYP27A1 DBI DCSTAMP DDHD2 DENND4C DESI1 DHCR24 DIPK1A DLAT DNPH1 DPY19L4 EBP ECM1 EFR3A ENG ENO1 EPAS1 ETFDH ETNK1 FABP5 FAH FAM162A FBP1 FH FKBP14 FOCAD FPR3 G6PD GGCT GLRX2 GM2A GMFB GOT1 GPNMB GPX3 GSN GTF2IRD1 HADHB HEXB HMCES HMOX2 HPCAL1 HSP90AB1 HSPB1 HSPD1 HSPE1 IARS1 ICMT IFRD2 LAGE3 LAMP1 LARP4 LMNA LONP1 MAPK13 MAPKAP1 MCOLN3 MCUR1 MDH1 ME1 MEA1 MGST3 MIPEP MITF MMD MOSPD1 MPC2 MPV17 MRPL40 MRPS16 MRTO4 MSMO1 MTCH2 MTX2 MYDGF MYL6B NDUFA1 NDUFA8 NDUFAF1 NDUFB3 NDUFB6 NDUFS1 NENF NIT2 NME1 NR1H3 NTAN1 PAPSS1 PARVB PCBD1 PCK2 PDHA1 PEBP1 PEX19 PFDN1 PFKP PI4K2A PIGG PJA1 PLOD3 PNN PPARG PPIC PPP1R14B PRDX1 PRDX4 PSEN2 PSMB5 PSMG1 PXDC1 RARS1 RASGRP3 RMDN3 RNF170 SCAMP3 SEL1L3 SEPHS2 SEPTIN11 SERF2 SETD3 SLAMF8 SLC17A5 SLC29A3 SLC31A1 SLC48A1 SNX24 SPARC SPR ST6GALNAC4 STAC STEAP3 STX4 TAX1BP3 TBC1D16 TECR TFRC TIGAR TIMM10 TIMM17A TIMP2 TMEM140 TMEM147 TNIK TNS3 TRAPPC2L TRIP6 TRPV2 TSPAN3 TUBG1 UBA5 UNC13B UQCRC1 UQCRQ VAT1 VEGFB WDR12 GSE22886_DAY0_VS_DAY7_MONOCYTE_IN_CULTURE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_DAY0_VS_DAY7_MONOCYTE_IN_CULTURE_UP ADAP1 ADGRE1 AGTPBP1 AKAP17A AMPD2 APOBEC3A APOL3 ARGLU1 ARHGAP26 ARHGAP4 ARHGAP45 ARID3A ASGR2 BLTP1 BTN3A1 BTN3A3 C11orf21 C15orf39 CASP1 CBFA2T3 CCNG2 CD1D CD244 CD93 CDK5RAP3 CDKN2D CEBPD CFD CFP CHD1 CHKB CIDEB CLK1 CLK4 CNOT2 CNTRL CPVL CRBN CRISPLD2 CRLF3 CSF3R CSTA CTBP2 CX3CR1 DAPP1 DAZAP2 DELE1 DENND3 DUSP1 DUSP22 DUSP6 EHBP1L1 EPM2AIP1 EVI2A EXT1 EZH1 F5 FAU FCGR2A FNBP4 FRAT1 FYB1 GABPB1-IT1 GADD45B GCH1 GPSM3 GTPBP1 HELZ HMGB2 HSD17B11 HSPA6 ICAM2 ICAM3 IER2 IFITM2 IKBKB IL10RA IL15 IL16 IL6R ING1 ING3 INPP5A IPCEF1 IRAK3 IRF7 ITGA4 JARID2 JUNB KDM4B KDM7A KIAA0040 KLF13 KLF2 KLF4 KLF6 KMT2A LAT2 LILRA1 LILRA3 LIMD2 LINC00623 LPCAT1 LYN LYST MCL1 MID1IP1 MIS18BP1 MKNK2 MTMR11 MTMR3 MTSS1 MX2 MYO1F NADK NBEAL2 NCF1C NDE1 NEDD9 NFE2 NHERF1 NLRP1 NLRP3 NOD2 NOTCH2 NOTCH2NLA NUP50 NXF1 OGA PCF11 PDCD4 PDP1 PELI1 PELI2 PHF21A PIK3CD PKN2 PLAC8 PLP2 PNISR PPM1F PSMB10 PTPRC RAP1GAP2 RBM5 RBM6 RESF1 RGS14 RGS2 RIPOR2 RSRP1 RXRB S100A12 S100A9 S1PR4 SAP30BP SATB1 SECISBP2 SELL SEMA4A SEMA4D SETX SIGIRR SIK3 SIPA1L1 SMARCD3 SMPDL3A SORL1 SP110 SPEN SPSB3 SRSF5 STK10 SYF2 TESC TET3 TGIF2 TNFRSF1B TNFRSF8 TNFSF10 TNRC6B TOE1 TPPP3 TRAF3IP3 TRIM22 TSC22D3 TUT7 UBA3 ULK1 UNC119 USP15 VNN2 WAS WDR48 ZBTB18 ZC3H11A ZFP36 ZNF266 ZNF394 GSE22886_DAY1_VS_DAY7_MONOCYTE_IN_CULTURE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_DAY1_VS_DAY7_MONOCYTE_IN_CULTURE_DN ABHD10 ABHD2 ABHD6 ACAA1 ACADM ACAT1 ACAT2 ACOT13 ACP5 ADH5 AGL AHCY AIFM1 ALDH2 ALG8 AMZ2 ANKMY2 APEH APEX1 APOE ARL2 ATP5F1A ATP5F1B ATP5MC2 ATP5MC3 ATP5MG ATP6V0E2 BRCC3 BSCL2 CALHM2 CASP6 CCDC6 CCDC88A CDK2AP1 CDK5 CEBPA CHPT1 CKS1B CMC4 COL6A1 COL8A2 COMT COX5A COX7B CUTA DENND4C DHCR24 DIPK1A DLAT DPY19L4 DUS4L EBP ECH1 ECHS1 EIF4EBP1 EMC1 EPAS1 ERP29 ESYT1 FAM162A FAM89B FBP1 FDFT1 FEZ2 GGCT GLRX5 GNAS GOT2 GPI GPX3 GTF3A GUSB HADHB HAUS4 HDDC2 HEXB HIGD2A HLA-DMA HLTF HMGN3 HMOX2 HSPB1 IDH1 IDH2 IMPA2 INTS13 ITFG1 ITGAE KIAA0930 LDHB LGALS9 MAN1A1 MAPKAP1 MCOLN3 MDH1 ME1 ME2 METTL5 MGST2 MGST3 MMD MOSPD1 MPC1 MPP1 MPV17 MRM2 MRPL24 MRPL34 MRPS15 MRPS18B MRPS27 MRPS33 MRPS35 MRPS7 MTHFD1 MTMR1 MTX1 NDUFA8 NDUFB5 NDUFS3 NFS1 NME1 NNT NR1H3 OSBPL1A OSBPL9 PCCB PCK2 PEBP1 PEPD PEX19 PHB2 PHYH PIGK PLD3 POP5 PPIA PPIC PPP1R7 PPT1 PRDX4 PRDX6 PRKDC PRPS2 PTER QDPR RAD50 RAP1GDS1 RAP2A RASGRP3 REEP5 RMDN3 RNH1 RPE RPLP0 RSU1 SCP2 SEL1L3 SEPTIN11 SESN1 SKIC8 SLC22A5 SLC25A1 SLC25A5 SLC29A3 SLC46A3 SLC48A1 SMCO4 SNRNP25 SNX17 SNX24 SNX5 SPARC STAC SUCLG1 SUCLG2 TBC1D5 TEX2 TFRC TGFBI TGFBR2 TIMP2 TM6SF1 TMED3 TMEM135 TMEM243 TNFRSF21 TOR3A TP53I3 TRMT61B TTC3 UQCRC2 UQCRH UQCRQ VAMP8 VAT1 VCL VEGFB WASHC3 WDR12 GSE22886_DAY1_VS_DAY7_MONOCYTE_IN_CULTURE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_DAY1_VS_DAY7_MONOCYTE_IN_CULTURE_UP ABTB2 ACSL5 ADGRE3 AKAP13 ANKHD1 ANPEP APOL3 ARHGAP45 ARID3A ARID3B ATG2A ATP2B1 BANP BASP1 BRD2 C15orf39 CCL1 CCL20 CCL5 CCR7 CCRL2 CD93 CDC42EP2 CEP135 CFLAR CFP CLK4 CRLF2 CYP3A5 CYTH1 DAZAP2 DCP1A DDR1 DHX34 DNTTIP2 DUSP22 DUSP4 EBI3 EHD1 EIF4E2 EMP3 ENTPD4 EPM2AIP1 EPS15L1 ETS2 EZH1 FERMT2 FOSL2 FOXO3 GADD45B GCH1 GNA15 GON4L HBEGF HCAR3 HIVEP2 HLA-E HLX HMGA2 HRH1 ICAM1 IER3 IL10 IL12B IL15RA IL16 IL1A IL23A IL24 IL2RA IL32 IL36G IL3RA IL6 IL6R ING3 INHBA INPP5A IRAK3 IRF7 ISG20 JARID2 KBTBD2 KIF3B KLF6 KLHL21 KLHL28 LAMP3 LAPTM4B LCP2 LIMK2 LPCAT1 LRCH3 LYN MAML1 MAMLD1 MAP3K4 MARCKS MCL1 MED13 MET MIR22HG MMP1 MT1F MTF1 MTSS1 NAMPT NBN NBPF10 NDE1 NEDD4L NFKBIA NINJ1 NKTR NKX3-1 NLRP3 NOTCH2NLA NR3C1 NRF1 NXF1 OASL OSER1 PDE4B PFKFB3 PI3 PIM2 PKIG PLAC8 PLK3 PMAIP1 PPIF PPP1R15A PPP6R3 PSMB4 PSMC1 PTGIR PTGS2 PTX3 R3HCC1 RAP2C RASGRP1 RBM5 RELB RGL2 RHOG RHOH RIPK2 RSAD2 RSRP1 RUNX1 S100A12 SEC61G SERPINB7 SERPINB8 SERPINB9 SH3GL1 SIK3 SLAMF1 SLC16A7 SLC25A37 SLC2A6 SMAGP SNW1 SOD2 SRC ST3GAL1 STARD5 STAT4 STK26 TFE3 TFPI2 TJAP1 TNFAIP3 TNFAIP8 TNFRSF4 TNFRSF9 TNIP1 TNIP2 TNIP3 TOM1 TP53BP1 TRAF1 TRIM36 TUT7 TXNL4B UBR4 UNC119 UPB1 UPP1 USP34 VNN3P WDR45 WNT5A ZBTB43 ZC3H11A ZC3H12A ZHX2 ZNF266 GSE22886_DC_VS_MONOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_DC_VS_MONOCYTE_DN ADAM8 ADGRE1 ADGRE5 AGTPBP1 AKAP13 AKAP9 AP1S2 APOBEC3A APOL3 ARHGAP26 ATP13A2 BCL11A BICRAL BLTP1 BPI BTG1 BTN3A1 BTN3A3 C15orf39 C1GALT1 CAMKK2 CASP1 CCDC88C CCS CD14 CD1D CD244 CD300A CD37 CD48 CD55 CD93 CDC42EP3 CDKN2D CEBPD CFD CFP CHD1 CHST15 CIDEB CKAP4 CNNM3 CNPY3 CNTRL CORO1A CREBBP CRISPLD2 CRLF3 CSF3R CSTA CTBP2 CX3CR1 DUSP1 DUSP6 EEF1D EIF3M ELK3 EXT1 F5 FAM204A FAM216A FAU FCN1 FLOT1 FOS FPR1 FYN GABPB1-IT1 GADD45B GBP2 GCA GCH1 GMEB1 GPSM3 GRAMD1B GSDMD HEBP2 HLA-F HPSE HSD17B11 ICAM2 IER2 IFITM2 IGF1R IL15 IL6R ING1 ING3 INPP5A IRAK3 IRF1 IRF7 IRS2 ITGA4 ITGAL KCNJ15 KLF13 KLF2 KLF4 KLF6 LAT2 LILRA1 LILRA2 LILRA3 LILRB1 LILRB2 LILRB3 LINC00623 LYN LYST MAP2K3 MCL1 MCUB MEGF9 METTL9 MTMR11 MTMR3 MTSS1 MYCBP2 MYO1F N4BP2L2 NAALADL1 NACA4P NADK NBEAL2 NCF1C NEDD9 NFE2 NHERF1 NLRP1 NOD2 NOP53 NOTCH2 NOTCH2NLA NUP214 NUP50 OGG1 P2RY2 PDP1 PELI1 PID1 PIK3CD PISD PLP2 PLSCR1 PLXNC1 PMAIP1 PNOC PSMB10 PSTPIP1 PTP4A2 PTPN2 RAB27A RAP1GAP2 RGS2 RHBDF2 RIN3 RIPOR2 RPL14 RPL30 RPS27A RPS6 RPS6KA5 RPS7 S100A12 S100A9 SELL SEMA4D SERPINA1 SIGLEC5 SIK3 SLC11A1 SLC16A7 SLC7A7 SMC5 SMPDL3A SP100 SP110 STK10 STK38 TCF7L2 TESC TGIF2 THEMIS2 TLR2 TLR5 TMEM131L TNFRSF1B TNFSF10 TSC22D3 U2AF1 USE1 USP3 VCAN VNN2 WDR45 ZBTB18 ZDHHC17 ZFP36 ZNF395 GSE22886_DC_VS_MONOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_DC_VS_MONOCYTE_UP A2M AARS1 ABHD6 ABR ACE ACO2 ACOT13 ACOT7 ACP5 ACY1 ADCK2 ADCY3 ADORA3 AFG3L2 AIFM1 AKIP1 ALDH3A2 ALDH5A1 ANXA11 AP3M2 APMAP APOO ATP1B1 AVPI1 BCAR3 BLNK BRCA2 C1QA C1QB C1orf54 CACYBP CALR CBR3 CCL13 CCL17 CCL22 CCNE1 CD1A CD1B CD1E CD209 CD81 CD84 CH25H CHEK2 CHKA COL6A1 COLEC12 CTNNAL1 CTSB CTSC DAB2 DAGLA DCTPP1 DENND1B DHCR24 DHRS11 DIPK1A DNAJB4 DNMT1 DNPH1 DOCK1 DOCK3 DOLK DONSON EBP ECM1 EFCAB11 EHD4 EPAS1 EPB41L2 EPRS1 EVL FABP3 FABP4 FABP5 FAM162A FCER2 FILIP1L FLVCR2 FPR3 GABARAPL1 GAS6 GINS1 GLRX2 GOT1 GPX3 GSN GSTM4 HACD3 HMG20B HMGN1 HMOX2 HOMER1 HOMER2 HSD11B1 HSPA4 HSPB1 ID3 ILVBL ISYNA1 JAG1 KCTD7 KIFAP3 LARP4 LMNA LONP1 LPP MAF MAOA MAP1S MCM6 MCUR1 MDH1 ME1 MFSD12 MGAT4A MICALL2 MIPEP MKNK1 MLYCD MRC2 MTX2 MYL9 MYO1E NAGPA NCAPH NDUFA1 NDUFV2 NENF NET1 NIT2 NT5DC2 P2RY11 PALS1 PCBD1 PCCB PCM1 PEA15 PEBP1 PFKP PHTF2 PI4K2A PLAU PNN POLD1 POLR3K PON2 PPA2 PPIC PSEN2 PTGS1 PXDC1 QPRT RAMP1 RAP1GAP RASAL1 RASAL2 RASGRP3 RNF170 RRP1B RSU1 S100B SDC2 SEPHS2 SEPTIN11 SERF2 SESN1 SLAMF8 SLC16A1 SLC17A5 SLC27A3 SLC37A4 SLC47A1 SLC48A1 SLC6A8 SLCO2B1 SPINT1 SPINT2 SPTAN1 STAC STARD7 SWAP70 TAX1BP3 TIGAR TNS1 TOMM70 TOX TRIM32 TRIP6 TRPV2 TSPYL5 TWSG1 UNG ZCCHC2 ZFYVE21 ZNF134 ZNF274 ZNF804A ZWINT GSE22886_IGA_VS_IGM_MEMORY_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_IGA_VS_IGM_MEMORY_BCELL_DN AAK1 ABCA12 ABCA7 ABCB4 ACBD4 ACHE AFM AGAP2 ALOX15B ALOX5AP ARHGAP24 ARL4C ATF2 BBS7 BCL2L2 BCL7A BCL7C BIN3 BRWD1 BTG1 BTG2 C1R CAMTA2 CBFA2T2 CBL CBLB CD1C CD1D CD72 CD79B CD84 CDK3 CELF1 CHRNA1 CLMN COQ8A CREB3L2 CRYGC CSGALNACT1 CSTF2T DAZAP2 DCLK2 DDX49 DEPDC5 DHX35 DICER1 DLEU1 DNASE1L3 DNPH1 DTX4 DUSP2 DUSP5 DYNC2H1 EIF2AK2 EIF2B3 EIF4G3 EIF5A ENAH EPHA2 ESRRA FABP2 FCGR2B FCGR2C FCRL2 FGF20 FGL2 FIG4 FKTN FZD5 GAS2 GGA1 GGA2 GNG11 GPM6A GPR18 GRAP GRIK3 GRK4 GRWD1 GTF3C2 H2AC6 H2BC12 H3-3B HERC2 HES1 HMOX1 IFI6 IFNA1 IFNGR1 IGHD IGHM IL10RA IL1RAPL2 IL2 IL6 ING1 INTS9 JAK2 KCNK12 KIAA0040 KMO KMT2A KNTC1 KPNA5 KRT3 LDAF1 LEPROTL1 LPAR2 LRIG1 MAGEF1 MAK16 MAP3K8 MBOAT7 MECR MEPCE METTL16 MGAM MRNIP MTFR1 MYOZ2 N4BP2L1 NFX1 NIPBL NOTCH2 NUP214 OR10C1 OR3A1 OSBP OTUD4 PBX3 PCDH9 PCDHGA3 PECAM1 PIEZO2 PLEK PLEKHA2 PLEKHA4 PLGRKT PLOD1 POLR2K POU3F3 PPARD PRMT3 PSME4 RAB28 RAB35 RCN1 RFXAP RIN3 RIPPLY3 RNF141 RPH3A RPP25 RRP1 RSF1 RSRC1 SCAF11 SLA SLC6A5 SLC7A4 SLC7A7 SNN SNX3 SORBS3 SPATA20 SPTSSA STEAP1B SYK TCF4 TCFL5 TCL1A TGFBRAP1 TMEM254 TMEM80 TMEM8B TNS3 TOR1AIP1 TP53BP1 TRIM9 TSC1 TULP4 UBXN6 UGCG ULK1 VENTX VNN1 WDFY3 YBX3 YPEL1 ZBTB18 ZBTB39 ZC3H12A ZFY ZNF136 ZNF14 ZNF350 ZNF432 ZNF589 ZSCAN18 ZXDC GSE22886_IGA_VS_IGM_MEMORY_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_IGA_VS_IGM_MEMORY_BCELL_UP ABO ACTMAP ADK AGGF1 AIM2 AIMP2 ALG9 ALKBH1 ANKRD55 APOL3 ARHGAP26 ARID5B ATP2B4 ATP6V1D B3GALT4 BAIAP3 BMP8B CABP1 CAMSAP2 CBR3 CCDC88C CD247 CD86 CDK17 CETN1 CFAP45 CHEK1 CHRNA4 CMAHP COCH COL21A1 CPLX2 CRABP1 CRIP2 CST7 DAAM1 DAP DCTN1 DENND3 DGKQ DLL3 DYRK2 ECT2 EGLN2 EIF2AK3 EOGT EPHA4 ERC2-IT1 EVI2A EXT2 FAIM FAM131A FANCE FANCG FARS2 FAS FOXE3 FUT7 GCHFR GCLM GDPD5 GNB1L GPR12 GRAMD1C GSTK1 HKDC1 HMGN5 HOMER3 HOPX HOXC4 HRAS ID2 IGHA1 IGSF1 IL13RA1 INO80B ITGB1 JPT2 KCNAB2 KCTD7 KIAA1614 KLF7 KRT14 LDHC LGALS3 LGMN LMO2 MAF MAFF MFSD10 MIA MICA MICU2 MOCS1 MTARC2 MYCN MYH7 MYO1F MYOC NAALADL1 NIBAN1 NINL NOTCH3 NR2F6 NT5E NUDT4 NUP133 OAZ1 OCLN PCDHGB5 PCOLCE2 PDGFD PDK4 PES1 PIERCE1 PIK3R5 PIMREG PIN1P1 PMS2P11 PODXL POF1B POFUT2 PPP1R3C PRDM4 PRKAR2B PRM2 PRR5 PSAT1 PTTG2 RALA RALY RARS1 RGS9 RHCE RNGTT RPLP1 RPRD1A RPUSD2 RRP12 S100P SALL1 SCNM1 SFN SINHCAF SLC12A7 SLC25A12 SLC25A20 SLC35D1 SLC4A8 SMAGP SPP1 SPTLC1 SSBP2 SSPN SSTR5 ST6GALNAC2 STK38 STK39 STX11 SULT1A1 TBC1D4 TBX2 TCEAL4 TCHH TENM1 TFRC TGFB2 TLE1 TMEM38B TMPRSS11E TMPRSS2 TNFRSF10D TOX TPT1P8 TRAC TREH TRIM62 TRMT12 TSFM TST TUBB2B TYW1 UBE2N UBE2NL UCN VGLL4 VWF WDR7 WEE1 XKR8 ZDHHC6 ZFP37 ZNF177 ZNF189 ZNF480 ZNF574 GSE22886_IGG_IGA_MEMORY_BCELL_VS_BLOOD_PLASMA_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_IGG_IGA_MEMORY_BCELL_VS_BLOOD_PLASMA_CELL_DN ABCB9 ABHD14A ADA ADA2 ADIPOR1 AGA ALG9 ANKHD1 ANTKMT API5 AQP3 ARFGAP3 ARPC1A ARSA ATF5 ATP6V1C1 ATXN1 AURKA AVEN BAG3 BAK1 BHLHE41 BIRC2 BLMH BPNT2 BTN2A2 C11orf80 C1GALT1C1 CADM1 CALM3 CASP3 CCDC51 CCDC88C CCNH CCPG1 CCR10 CD14 CD27 CDC73 CHPF CHST12 CHST15 CLASP2 CLEC2B CLINT1 CLPB COMT CREB3L2 CTBS CYREN CYTH2 DDX49 DEF8 DICER1 DIPK1A DNAJC1 DNM1L DNPH1 EDC4 EIF1AY EIF2B3 EMC9 ERAP1 ETNK1 FBXO5 FNDC3A FNDC3B FOCAD FUT8 GADD45A GET1 GFPT1 GGCX GLT8D1 GNS GOLPH3L GOLT1B GOT1 GPAA1 GPN2 GPRC5D GSTZ1 GTF3C2 H1-2 H2BC6 H2BC9 HERPUD1 HIBCH HMCES HSD17B8 IBTK ICAM4 IFI35 IFNAR2 IFT20 IGF1 IGKV1D-13 IGKV3-20 INPP1 ISG15 ITFG1 LAP3 LEPROTL1 LGALS3 LIME1 LRPAP1 LRRC42 LY6G6D MAGED2 MAGT1 MLEC MOGS MRPL16 MRPL28 MRPS22 MRPS34 MTX2 MXD4 NAA10 NCAPG NDUFA7 NEK4 NFYC NSF NTAQ1 NUP42 NXPE3 ODR4 P3H1 PARP2 PCCB PDHX PDK1 PGRMC2 PIGK PLOD1 PPIP5K2 PRDM1 PTPN7 PTRH2 PUDP QPCT R3HCC1 RALY RARS1 RBM47 RBPJ RCBTB2 RCC1L RCN1 RGCC RPAIN RRBP1 SEC24A SELPLG SEMA4A SEPTIN10 SERF2 SERINC3 SLC1A4 SLC25A4 SLC33A1 SLC39A14 SLC39A7 SLC50A1 SPAG5 SPATS2 SPTLC1 SPTSSA SS18 SSR3 ST6GALNAC4 STAM TAPBPL TBL2 TFG TIMP2 TM9SF1 TM9SF4 TMEM184B TMF1 TMX2 TRIB1 TRIP12 TSG101 TST TTC38 TUT7 UFL1 UFSP2 UGDH UGGT1 USP5 VPS54 WDR45 WFS1 WIPI1 XPNPEP1 GSE22886_IGG_IGA_MEMORY_BCELL_VS_BLOOD_PLASMA_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_IGG_IGA_MEMORY_BCELL_VS_BLOOD_PLASMA_CELL_UP ABCA12 ADCY6 ALOX5AP ANXA10 AP3M2 ARHGAP45 ARID1A ATG14 ATM ATP6V0E2 BAIAP3 BANK1 BRD3 BTG1 C2CD3 CAP2 CAPG CBL CBLB CBX7 CD1C CD22 CD72 CD83 CDC40 CDC42SE1 CEP164 CHL1 CLDN18 CLMN COL6A3 CORO2B CR2 CRYBG1 CSF2RA CST8 CTAGE1 CXCR4 DDR1 DDX60 DEK DGCR8 DGKI DLL3 DNAJB4 DNASE2B DPEP2 DTX4 DYNC2H1 EBI3 ECHDC2 ETS2 FBXO38 FLCN FLNB FOXO1 FPR3 FRY FYN GABBR1 GATM GCA GCNT1 GEMIN4 GGA2 GPR137 GSAP GUCY1A1 HGSNAT HLA-DPB1 HUWE1 IFNA17 INHBE IRF8 ITGA9 KAT6A KATNA1 KCTD7 KLHL18 KLHL2 KPNA5 KYNU LAPTM5 LEFTY1 LHPP LY86 LYST MAOB MAP1A MAP3K3 MAP7D3 MAPRE2 MARCHF1 MARCHF3 MEP1A MFAP5 MMP20 MMP8 MNT MORC3 MTARC2 MYO10 MYOC NEUROD1 NLRP3 NOS1 NOTCH2 NRIP1 NRXN1 NTRK2 OBI1 OCA2 OCLN ODAD2 OGA OR11A1 OR6A2 PARP12 PAWR PAX5 PCDH9 PCDHGB5 PDE4D PDE8B PHC1 PIGL PIK3CD PIKFYVE PNISR PRDM2 PRDM4 PRKAR2B PTGS1 PTPRJ PVRIG RAB11FIP1 RAB11FIP5 RASGRP2 RET RGS17 RIN3 RIPOR2 RNF141 RNF44 RPL13 RPL17 RPL26 RPL27 RPL32 RPL37 RPS23 RSBN1 RUBCNL SATB2 SLC25A37 SLC46A3 SMR3B SNX10 SOBP SOSTDC1 SP110 SPRY1 SPTAN1 SRR STAG3 STAT5B STX6 SYBU SYCP2 SYNPO TBC1D19 TBC1D4 TBC1D5 TCTN1 TGIF1 TMEM30B TNFAIP6 TNFSF11 TNFSF12 TRAF5 TRAK1 TRIM68 TRPC6 TSC22D1 TSC22D3 TTC9 UTP25 UVRAG VAMP2 VAV3 WDR48 WDR77 ZBTB25 ZCCHC2 ZNF345 ZNF480 ZNF532 ZNF83 ZSCAN18 GSE22886_IGG_IGA_MEMORY_BCELL_VS_BM_PLASMA_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_IGG_IGA_MEMORY_BCELL_VS_BM_PLASMA_CELL_DN ABHD14A ACBD4 ADA2 ADIPOR1 AGA AIF1 AMH ANAPC13 APOBEC3F APOC3 ARFGAP3 ARHGEF16 ARL1 ATOX1 BACH1 BLVRA BMS1P20 BNIP3 BSCL2 BST2 BTG3 C11orf80 C1GALT1C1 CADM1 CAV1 CD14 CD300A CDKN1C CELA2B CFD CFLAR CHPF CLCC1 CLIC3 CLN3 COPG1 CRABP2 CREB3L2 CST3 CTSW DEXI DKKL1 DNAJB9 DNAJC1 DNAJC3 DNASE2 DNPH1 DPM2 DUSP5 EDEM2 EHD4 EPS8L2 EXT1 FAM149A FBXW7 FER1L4 FGF6 FICD FIS1 FNDC3B FSCN2 FUCA1 FUZ FZD2 GAS6 GBX2 GLT8D1 GNRH2 GP1BB GPRC5D GRWD1 GZMM HMCES HOXA6 HSD17B8 HSPA13 HYI IFNAR2 IFT20 IGF1 IGKV1D-13 IGKV3-20 IGLL1 IGLV4-60 INSR ITFG1 ITM2C KCNG2 KCNJ4 KCNN3 KDELR1 KDELR3 KLF6 KLHDC2 LAMB2 LAPTM4A LCN1 LEPROTL1 LGALS3 LIME1 LMNA LRPAP1 LRRC41 MACROD1 MAGEF1 MAPK12 MBNL2 MCF2L-AS1 MCFD2 MDK MMP17 MOK MORF4L2 MPST MUC5B MVD MXD4 MYL6B NAA10 NDUFA4L2 NENF NEU1 NFKBIA NTN1 NUCB2 NUS1P3 OBSCN PAK5 PAM PCYT1B PDE4A PDK1 PDXK PELI1 PMM2 PODXL2 POMC PRCP PRDM12 PREB PRODHLP PSAP PYCR1 PYCR3 QPCT QPRT R3HCC1 RAB13 RAB1A RALY RAPGEF2 RBM47 RCBTB2 RGCC RHEB RRAD RRBP1 RRP1 RRP12 RUNDC3A RUNX1 SAR1A SCAMP5 SDC1 SDF4 SEC24A SEMA3B SEMA4A SLC1A4 SLC3A2 SMPDL3B SOCS3 SPAG4 SRPRB ST6GALNAC4 STN1 TAPBPL TBL2 TCTN1 TFG TIMP1 TM7SF2 TM9SF1 TMCO1 TMEM208 TONSL TP73 TRIB1 TSPAN4 TTC38 VENTX VKORC1 WDR45 WIPI1 WNT4 YIPF2 ZNF688 GSE22886_IGG_IGA_MEMORY_BCELL_VS_BM_PLASMA_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_IGG_IGA_MEMORY_BCELL_VS_BM_PLASMA_CELL_UP ABHD18 AGL AGPS AIM2 AKAP11 ANXA10 API5 ARFIP1 ARHGAP45 ARHGEF18 ARPC4 ARPC5 ATF7IP ATP6V1B2 ATP6V1H BAZ1A BIN1 BLCAP CAPG CASP8AP2 CAT CCT5 CD1C CD22 CD72 CD79B CDC40 CDC7 CDC73 CDKN2D CEP135 CLASRP CLEC2D CLMN CNDP2 CNOT8 COL6A3 CORO1A CR2 CTAGE1 DAAM1 DAZAP2 DDX5 DENND3 DGCR8 DMXL1 DNAJC16 DPP8 DR1 DYRK2 ECT2 ELOVL5 ENTPD1 FASTKD2 FBXO38 FGR FRY FYN GABBR1 GARRE1 GCA GGA2 GIT2 GPRASP1 HCP5 HLA-DMA HLA-DMB HLA-DPB1 HUWE1 IFNA17 IKBKB INPP5D KAT6A KCTD7 KYNU LAPTM5 LTB LY86 LYST MAPK1 MAPRE2 MARCHF1 MAT2B MCUB METTL4 MKNK1 MORC3 MYL12A MYL12B MYLIP NACA NOTCH2 NPM1 NRIP1 NSUN5P2 NUP43 NUP62 P2RX5 PAK2 PANK3 PAWR PAX5 PDCD10 PDCD6IP PDE8B PHC1 PHTF2 PIGG PIK3CD PIKFYVE PKIG PMP22 PMS2P2 PMS2P3 PNRC2 POGZ POLD3 POLDIP3 POLR2A PPID PPP1R12A PPP1R16B PRKACB PRKCB PTMA PUM2 PVRIG QKI QRSL1 RAP1GDS1 RASGRP2 RBL2 RBM5 REL RFX5 RIPOR2 RNF111 RPL11 RPL17 RPL27 RPL31 RPS28 RPS29 RPS3 RPS7 RUBCNL SENP7 SEPTIN7 SEPTIN9 SF3A2 SGPL1 SHQ1 SLC25A24 SLC2A1 SMAD4 SMCHD1 SNAP23 SNN SNX10 SORL1 SP110 SPRY1 SRSF5 SRSF7 STAT5B STAT6 STK24 STK26 STK38 STX7 SWAP70 SYPL1 TAF7 TARBP1 TBC1D4 TDP2 TIA1 TIPRL TMEM131L TNFAIP8 TNIK TRAC TRIM13 TRMT13 TSC22D1 TTC31 USP25 UVRAG VAMP2 VAPB VAV3 WDR55 XPO1 YPEL1 ZBTB25 ZCCHC2 ZDHHC6 ZNF273 ZNF480 ZNF529 GSE22886_IGM_MEMORY_BCELL_VS_BLOOD_PLASMA_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_IGM_MEMORY_BCELL_VS_BLOOD_PLASMA_CELL_DN AACS AASDHPPT ABCB9 ABHD14A ACBD3 ACSL4 ACTR1A ADA ADA2 AGA AGGF1 AIMP2 ALDH18A1 ALG3 ALG9 APOBEC3G ARSA ATP5F1D ATP5IF1 AVEN BAK1 BHLHE41 C11orf24 C11orf80 C21orf91 C5orf22 CADM1 CALM3 CARS1 CCDC88C CCPG1 CCT5 CDC123 CDK5 CEBPD CERK CETN3 CHST15 CIAO1 CLIC4 CLPB CLPTM1 COA3 COPS6 COPS8 CREB3L2 CSNK2A1 CTBS CTSC DDB1 DECR1 DNM1L DPP3 DSTN EDC4 EIF1AY EIF2B3 EMC9 EPRS1 ETNK1 FAF2 FBXO5 FNDC3A FNDC3B FUT8 GADD45A GALNT2 GET1 GFPT1 GLT8D1 GMPPB GNS GOLGA5 GOLPH3L GPAA1 GPN2 GSPT1 H1-2 H2BC7 HAT1 HCCS HDAC2 HMBS IBTK ICAM4 IFI35 IFT52 IL6ST INPP1 ISOC1 ITFG1 KCNA3 KPNA3 LAP3 LEPROTL1 LIME1 MAIP1 MAN1A2 MAP2K6 MFF MIA3 MICB MLEC MPC2 MRPL20 MRPS15 MRPS18B MSH6 MXD4 NAA10 NCOA4 NDC1 NDFIP1 NDUFAF1 NDUFAF3 NEK4 NHERF1 NRBP1 PCCB PDCD5 PDHX PDS5B PDXDC1 PGRMC2 PIGK POLR2K POLR3E PPIP5K2 PRCP PSMC4 PSMD11 R3HDM1 RAD51AP1 RARS1 RCHY1 RCN1 RGS10 RGS16 RHOQ RINT1 RNF34 RPAP3 RRBP1 RRM1 RUSF1 RUVBL1 SAE1 SCO2 SEC24A SERF2 SERINC3 SGK1 SKIC8 SLC25A4 SLC33A1 SLC39A7 SNAPC5 SNRPB2 SPATS2 SRPRA SS18 SSR2 SSR3 ST6GALNAC4 STIP1 STX11 SURF1 TAPBPL TBC1D1 TCF3 TFB2M TFPT THOP1 TIMM17A TIMP2 TM9SF3 TM9SF4 TMEM165 TMX2 TOP1 TRABD TRAPPC2L TST TXN2 UBE2M UBE3A UBFD1 UBXN4 UCK2 UFM1 UFSP2 UGDH VCP WDR45 WFS1 YIPF2 YIPF3 YWHAE ZBP1 ZBTB48 GSE22886_IGM_MEMORY_BCELL_VS_BLOOD_PLASMA_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_IGM_MEMORY_BCELL_VS_BLOOD_PLASMA_CELL_UP ABCA12 ADAMTSL3 AHNAK2 ALDH1A3 ALK ANKH ANOS1 APP ART1 ATAD2B ATP6V0E2 BANK1 BRD3 BRWD1 BTG1 BTNL8 C2CD3 CA1 CBFA2T2 CBX7 CCDC144A CD2 CD74 CD82 CDC42EP1 CDC42SE1 CEP85 CLCA1 CLDN7 CLDN8 CLEC4E CNR2 CNTN2 COL1A1 COLEC11 CR2 CRYBG1 CSF1 CXCR4 CYP1A2 CYP3A7 DCK DDX17 DGKA DTX4 DYNC2H1 EEIG1 ENAH ENDOD1 ERC2 FAM111A FBLN1 FCMR FIG4 FLNB FMO5 FRK FRY GARRE1 GCA GGA2 GNA14 GOLGA6A GSAP HAO1 HAPSTR1 HGSNAT HHEX HLA-DMB HLA-DOB HLA-DPB1 HSPBAP1 IFNA7 ING1 INPP5D INTS9 IRF8 JADE2 KAT6A KCTD7 KIF13A KIR2DL2 KLF7 KMO KYAT1 LAPTM5 LEPR LINC00474 LINC00667 LMOD1 LRRN2 LY86 LYST MAB21L2 MAGEA12 MAPRE2 METTL16 MFSD13A MKRN3 MMRN2 MX2 NCOA1 NEIL3 NFATC1 NOTCH2 NXPE4 OBI1 OCA2 OR7A17 PAMR1 PAX5 PER2 PFDN5 PGGHG PIK3CD PKIA PKIG PLA1A PLEC PLSCR2 POLD4 PPBPP2 PRRC2B PRRG1 PSTPIP2 PTGS1 PWAR5 RADX RASGRF1 RBFOX2 RECK RETREG1 RFX5 RGS7 RNF44 RPL11 RPL13A RPL17 RPL26 RPL27 RPL30 RPL32 RPL39 RPS12 RPS20 RPS23 RUFY2 SACS SCARA3 SERPINE2 SFTPB SLC46A3 SLC4A4 SLC4A7 SLCO1A2 SOBP SORD SP110 SPN SPP1 STAG3 STAP1 STRADA SYNGR3 SYNPO SYT11 TCF7 TCFL5 TEAD1 TFAP2A THRA TMEM151B TMEM8B TNFSF12 TNK2 TRAF5 TSPAN1 UBQLN3 USB1 USP29 UST UTRN VAV3 WT1 WWP2 YPEL1 ZBTB18 ZCWPW1 ZFP36L1 ZNF202 ZNF211 ZNF23 ZNF286A ZNF329 ZNF337 ZNF345 ZNF532 ZNF573 GSE22886_IGM_MEMORY_BCELL_VS_BM_PLASMA_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_IGM_MEMORY_BCELL_VS_BM_PLASMA_CELL_DN ABCB8 ABCB9 ABHD14A ABHD8 ACADVL ADA2 ADAP1 AGA AIF1 AK1 AKR1A1 AMACR AMPD1 ANG ARFGAP3 ARHGEF16 ARSA B4GALT3 BSCL2 BST2 BUD23 C11orf80 CA5A CAV1 CCNP CD300A CD9 CDK5 CELA2B CFD CFLAR CHPF2 CITED2 CLCC1 CLIC4 CNPY2 COG7 COL9A2 COMMD3 COPE COPS6 CRABP2 CREB3L2 CTSW CUX1 CYB5R1 DAD1 DHRS7 DNAJC1 DOK3 DSTN DUSP5 EHD4 ELL2 EMC7 ERGIC3 EXT1 FAH FER1L4 FICD FKBP2 FNDC3B FUCA1 FUT8 FUZ GADD45GIP1 GAS6 GDE1 GM2A GMPPA GMPPB GNB3 GNRH2 GP1BB GPR37L1 HEXB HOMER3 HSD17B8 HSF1 HSPB1 IDH2 IFNAR2 IGKV3-20 IGLJ3 IGLL1 IGLV4-60 INSR KDELR3 LAP3 LEPROT LEPROTL1 LIME1 LMNA LSR MACROD1 MAN1A2 MAPK12 MAPKAPK5-AS1 MAST1 MCF2L-AS1 MGAT1 MIR22HG MORF4L2 MPC1 MPST MRPS31 MUC5B MVD NDUFA4L2 NDUFB7 NENF NET1 NEU1 NFKBIL1 NPAS1 NTN1 OBSCN PAM PDIA3 PDIA4 PDXK PEX10 PFKFB1 PHKG1 PHOX2A PIGT PMM2 PODXL2 PPY PRCP PROC PYCR1 QPCT RAB1A RAB9A RALY RAPGEF2 RCBTB2 REEP5 RHEB RPL3L RRAD RRBP1 RRP12 RRP8 SCAMP5 SEC23B SEC24A SERF2 SIGLEC9 SIL1 SLC35B1 SLC38A10 SLC39A7 SLC3A2 SLC7A5 SMPDL3B SPAG4 SPCS3 SRM SRPRA SRPRB SSR2 SSR4 ST6GALNAC4 SURF1 TAPBPL TECR TIMM17B TIMP2 TKFC TKTL1 TM9SF1 TM9SF2 TM9SF4 TMBIM6 TMCO1 TMED5 TMED9 TMEM115 TNFRSF4 TP53TG5 TPM4 TREM2 TRIP6 TUT1 UAP1 UBA5 UCN UROD VKORC1 VPS37B WIPI1 YIF1A YIPF2 YIPF3 YIPF5 ZNF688 ZNF706 GSE22886_IGM_MEMORY_BCELL_VS_BM_PLASMA_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_IGM_MEMORY_BCELL_VS_BM_PLASMA_CELL_UP ABCA7 ABHD17A ADD3 AGL AKAP11 ANKH APC APP ARHGAP15 ARHGAP24 ARHGAP45 ARHGDIB ATP6V1B2 BACH2 BAZ1A BBS7 BIN1 BRD3 C2CD5 CASP8AP2 CAT CCT5 CD1C CD72 CD74 CD79B CDC40 CDKN2D CFL1 CORO1A CR2 CRYBG1 CRYZL1 CSF1 DCK DENND4B DENND5A DGKA DGKD DNM3 DYNC1LI1 EEF1A1 EGLN2 ELOVL5 ENDOD1 ESD ESYT1 FAM111A FAM13B FNBP1L FRY FSTL1 GABBR1 GARRE1 GCA GGA2 GSAP HLA-DMA HLA-DMB HMBOX1 HSP90AB1 IKBKB IKZF3 ING1 INPP5D IRF8 ITSN2 JADE2 KAT6A KIF13A KIF21B KLRG1 KYNU LCOR LRRC31 LSP1 LY86 LYST MANBA MAPRE2 MARCHF1 MAT2B MINDY2 MORC3 MRPS35 MTF2 NASP NCR3 NDC1 NFYB NIPSNAP1 NOTCH2 NOTCH2NLA NSL1 NSUN5P2 NUP43 OCA2 OPA1 OPHN1 PAX5 PIK3CD PKIA PKIG PLAGL1 PLCXD1 PMS2P5 PNRC2 POGZ POLD3 PPID PPP1R12A PPP1R16B PRKACB PRKCB PRRC2B PSPC1 PSTPIP2 PTMA PTPN18 PTPRK PVRIG QRSL1 RADX RALYL RAP1GDS1 RASGRP2 RBL2 RBM34 RBM5 REL RFC3 RFX5 RIPOR2 RNF111 RPA2 RPL11 RPL12 RPL17 RPL23 RPL23A RPL26 RPL27 RPL31 RPL39 RPS2 RPS20 RPS28 RPS29 RPS7 RPSA RUBCNL S1PR1 SACS SENP5 SEPTIN7 SET SF3A2 SGPP1 SIDT2 SIPA1 SLC24A1 SLC25A24 SLC4A4 SNHG20 SNN SNX10 SORL1 SP110 SRSF5 STAT6 STK24 STRADA SUPT16H SYNRG SYPL1 TCFL5 TDP2 TENM1 TGFBR2 THAP12 TIA1 TNFAIP8 TOPBP1 TRIB2 TRIM22 TRIM38 TRMT13 TSC22D1 TTC31 UGT2B4 USP25 VAPB VNN2 WDFY3 WDR3 ZBTB18 ZKSCAN7 ZNF22 ZNF267 ZNF573 GSE22886_IL2_VS_IL15_STIM_NKCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_IL2_VS_IL15_STIM_NKCELL_DN AATF ACHE ANKRD55 APBA1 APOOL ASL ATP10A ATP5MC3 ATP5PO ATP6V1B1 AURKAIP1 BCKDHB BTF3P12 C9 CAP2 CAPN11 CARD9 CASP3 CAV1 CBLIF CC2D1A CCDC47 CCS CCT7 CDHR2 CDK18 CDKN2D CEP43 CINP CLPP CNOT7 COMMD9 COQ6 COX5A COX7A2 CPN2 CPSF6 CRADD CTDNEP1 CUL2 DCAF1 DCLRE1A DCXR DNAJC1 DNAJC15 DOK1 E2F6 EDC4 EEF1A2 ENOX2 EXOC3 EXOSC7 EZH2 FAAP24 FAF2 FAM174C FBXW7 FERMT2 FGF22 FTCD FUT4 GALE GGCT GMPS GNAT1 GNG5 GUCY2F H1-4 HIC2 HINFP HIRIP3 HSF2 HSPA14 IMP3 INTS1 IPPK IRAK1 IZUMO4 JPT1 KLHL7 LDHB LINC01565 LINC01711 LRP3 LTBR MAD2L1BP MAPKAPK5-AS1 MCF2L-AS1 MCUR1 METTL5 MMP3 MRPS16 MRPS31 MRPS34 MRPS7 MTIF2 MTMR8 MXD3 MYG1 NAALAD2 NACA NASP NDUFA6 NDUFAF1 NDUFAF4 NDUFS2 NDUFS7 NELFE NRDC NSDHL NSF NUDC NUDT6 NUP62 OR2F1 ORC3 OSMR OVOL3 PABPC3 PAK1IP1 PCMT1 PDCD5 PITPNA PLD1 POLR2F POU2AF1 PRPF31 PSMA7 PSMB10 PSMB4 PSMD2 PTDSS2 PUS3 RAB9BP1 RAE1 RASSF8 RBP1 RBP4 RGS9 RIC8A RNF138 RPL11 RPL19 RPL28 RPL36 RPL38 RPS16 RPS8 SDF2 SEC11A SEM1 SHOX2 SHQ1 SIVA1 SLC4A7 SMAD2 SNRNP35 SNRPD2 SNRPD3 SOAT2 SS18L2 STRAP STX3 TAF5L TCP1 TEKT2 THADA TKFC TNFRSF11B TPP2 TRIB3 TRIM17 TRIM24 TRIOBP TRMT12 TRPC7 TRPV2 TXNRD2 UBA2 UBE2A UFD1 UGDH ULK4 UQCC1 UQCRC2 UTP11 VAPB VPS37B WDCP WDR83OS ZC3H15 ZNF14 ZNF350 ZNF385D ZNF432 GSE22886_IL2_VS_IL15_STIM_NKCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_IL2_VS_IL15_STIM_NKCELL_UP A4GNT ABCA12 ADAM12 ADAMTS6 ADAMTS7 ADRB3 AGAP2 ALLC ALX3 APOA4 APP AREG ARG2 ASB4 ASGR1 ATP6V0A4 ATP8B3 B3GNT3 BAAT BACE2 BCKDHA BCO1 BEST2 C1S C1orf56 C3orf36 C5AR2 CAPN7 CASQ1 CBLN1 CCKBR CCT8L2 CD34 CDH20 CHGB CHIA CHP2 CHRNA9 CHRND CHST1 CLDN10 CLIC5 CNGB3 CNTNAP3B COL5A2 CPZ CREB5 CT62 DCLK1 DGCR5 DGKE DGKG DNAI4 DSTYK EGLN3 EPHB6 EPHX1 EPPIN ESRP1 ETNK2 F2RL2 FAM174B FKBP9 FMO6P FRAS1 FSCN2 FXYD2 G6PC2 GARNL3 GATM GJB1 GNAO1 GUCY2C H2BC10 HAVCR1 HTR1A IGLV6-57 IL19 IL1RAPL1 IL20RA IL21 ING4 INSRR IRX4 ITGB4 ITPR2 KATNIP KCNB1 KCNH4 KCNJ14 KLHL4 KRT31 KRT84 KSR1 LAMA5 LDB2 LGALS13 LINC00837 LPO MAGEA8 MAP3K9 MAPRE3 MBTPS2 MCCC2 ME1 MLLT10 MMP24 MPZL1 MS4A1 MYH1 NEUROG2 NIPSNAP3B NME6 NUDT13 OR10H3 OR6A2 OS9 OSR2 PAX2 PAX5 PCBP3 PCDHA6 PCDHGB6 PCOLCE PDE1B PDE5A PEG3 PHF1 PLA2G1B PLLP PMS2P1 PNMA8A POU1F1 POU4F3 PSD3 PSORS1C2 PSRC1 PTN PTPRZ1 RAB3D RANBP17 RAPGEF5 RARRES1 RBM39 RIT2 RNASEH2B RNF216 SAGE1 SCAMP5 SCG5 SEC14L5 SEMA7A SENP3 SFRP1 SGK2 SH3PXD2A SLC13A1 SLC22A4 SLC2A2 SLC2A9 SLC39A2 SLC66A3 SLCO2A1 SOX1 SOX14 SPACA1 SPTBN5 STRADA SYNGR4 SYT13 SYT2 TAOK2 TAS2R16 TAS2R7 TBX3 TCTN3 TEK TFCP2L1 THBS1 THBS2 THTPA TIAM2 TLN2 TMPRSS11E TPO TRDN TRPM3 TRPM8 TYRO3 UBOX5 VIP VSNL1 WAC WASF3 ZNF480 ZNF536 GSE22886_NAIVE_BCELL_VS_BLOOD_PLASMA_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_NAIVE_BCELL_VS_BLOOD_PLASMA_CELL_DN AARS1 ABCB9 ACAT1 ACOT13 ACOX1 AIFM1 ALG9 ANXA2P2 APMAP APOBEC3B AQP3 ARFGAP3 AVEN BAG2 BET1 BET1L BHLHE41 BOLA1 C21orf91 CADM1 CASP3 CASP7 CAV1 CCDC88C CCNB2 CCPG1 CCR10 CD14 CD38 CD58 CDC20 CDS2 CENPU CFLAR CHST15 CISD1 CLCC1 CNP COCH COMT COPS8 CTSC CYTH2 DCPS DDB1 DDX1 DIPK1A DNM1L DPP3 EBP EHD3 EIF2B2 EMC9 ENTPD1 EPRS1 ERAP1 ERCC2 ETNK1 FA2H FAM136A FEN1 FNDC3B FUT8 FXN GADD45A GARS1 GBAP1 GCN1 GFPT1 GGCX GGH GLT8D1 GMNN GMPPA GOLPH3L GOLT1B GPN2 GPX7 GSPT1 HCCS HIBCH IDH2 IFI35 IGHA1 IGKV3-20 IGLV4-60 IMPDH1 ISOC2 ITFG1 ITM2C KDELR1 KDELR2 KIF11 KLF10 LAMP2 LGALS1 LIME1 LMAN1 LPXN LRRC59 LY96 MAD2L1 MAGED1 MAGED2 MAGEH1 MAN1A1 MANEA MBNL2 MCAT MCM4 MGAT1 MLEC MOGS MRPL12 MRPL13 MRPL17 MRPL39 MRPL57 MRPS15 MRPS7 MTDH MTHFD1 MTRR MVP MZB1 NANS NASP NCAPG NCBP1 NDC1 NDC80 NDUFA6 NDUFAF1 NEK4 NME1 NRBP1 NT5DC2 NUP37 NUS1P3 NXPE3 PAPSS1 PCCB PDCD5 PDK1 PGRMC2 PIGK PIK3CG PLAA PPIF PPP1R14B PSMD1 R3HDM1 RAB27A RARS1 RCN1 RPL26L1 RPS6KB2 RRBP1 RRM1 RUVBL1 SAC3D1 SCO2 SEC23B SEC24D SEMA4A SEPTIN10 SHCBP1 SHMT1 SKIC8 SLC25A4 SLC35B1 SLC39A7 SLC7A1 SMC2 SPATS2 SPTSSA SS18 SSR3 ST6GALNAC4 SURF1 TBL2 TFG TMEM135 TMEM184B TMEM208 TOP2A TPP2 TRAM2 TRIB1 TXN2 TYMP TYMS UFSP2 VCP WIPI1 ZBP1 ZBTB32 ZBTB38 GSE22886_NAIVE_BCELL_VS_BLOOD_PLASMA_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_NAIVE_BCELL_VS_BLOOD_PLASMA_CELL_UP ABCC5 ACTR3B AGBL2 AMT ANKFY1 AP3M2 APBB1IP ARAP2 ARHGAP19 ARHGAP32 ARIH1 ASAP1 ASB1 ATAD2B BANK1 BRD3 BTG1 C1QTNF1 CBLB CD200 CD22 CD69 CD72 CD83 CD84 CDK19 CEP164 CEP43 CEP68 CHL1 CLCN4 CLEC4A CLEC7A CNR2 CORO2B COX16 CPB1 CR2 CRYBG1 CXCR4 DBNDD1 DCAF17 DCAF8 DDR1 DDX60 DENND4B DLG5 DNAJC16 DPPA4 DSTYK DTX4 DUSP1 DUSP10 DUSP6 DYM ENDOD1 ENGASE ENTPD1-AS1 ETS2 FAM131A FAM53B FBXO4 FBXO42 FCMR FGF7 FMO5 GABBR1 GARRE1 GIN1 GNG11 GPM6A GPRASP1 GRK3 GSTA1 GSTA4 GTPBP2 HERC3 HGSNAT HLA-DMB HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DRA HLA-DRB1 HPS1 IL24 IL4R INTS9 IRF8 ITPKB KAT6A KDM6B KHNYN KLF7 KLF9 KLHL3 KLRB1 LAPTM5 LARS1 LBH LRIG2 LTB LY86 LYST MLLT10 MMD MMP2 MNT MS4A1 MTMR10 MTMR9 MVK MX2 NBPF10 NHLRC2 NOD1 NR3C2 NREP OBI1 OTUD3 PARP16 PBX3 PDE10A PEG10 PER1 PHC1 PHKA2 PHLPP2 PIK3CD PKIG POLM POLR1HASP POU6F1 PRKY PRMT2 PTGS1 PTPRK PVRIG RADX RALGPS1 RAPGEF6 RBM8A RETREG1 RGL2 RNF44 RPS23 RPS27 SCLY SCML2 SELL SEMA4F SIN3B SLA SLC12A7 SLC25A16 SLC6A16 SLC7A6 SMAD3 SMURF1 SOBP SORL1 SOS2 SP1 SPG7 SPRY4 STAT6 STRN3 STX6 TBC1D13 TBC1D5 TCL1A TEP1 TGIF1 TNFSF12 TRAF5 TRIM22 TRMT2B TRPS1 TSC22D3 TSPYL2 TSPYL5 TTBK2 UST UTP25 UTRN VAV2 VAV3 WDR48 XYLT1 ZCCHC2 ZFP36L1 ZNF112 ZNF136 ZNF211 ZNF264 ZNF43 ZNF532 ZNF571 ZNF606 ZNF862 GSE22886_NAIVE_BCELL_VS_BM_PLASMA_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_NAIVE_BCELL_VS_BM_PLASMA_CELL_DN AARS1 ABCB8 ABHD14A ACADVL AMH AMPD1 ANG ANXA2P2 ARFGAP3 ARHGEF16 ASB6 ATF5 ATOX1 B4GALT3 B4GALT4 BET1L BHLHE41 BLVRB BSCL2 CAV1 CD14 CD27 CD38 CDKN1A CELA2B CFLAR CITED2 CKAP2 CKAP4 CLCC1 CLIC3 CNPY2 COL7A1 COMMD3 COMT COPG1 CRELD2 CST3 DCPS DERL2 DEXI DNAJC1 DNAJC3 DNASE1L2 DNASE2 DPAGT1 EHD4 ERCC2 ERGIC2 EXT1 FAH FBP1 FER1L4 FICD FNDC3B FZD2 GAMT GARS1 GBAP1 GBX2 GJA3 GLT8D1 GMPPA GP1BB GPR25 HAX1 HOMER3 HSD17B8 HSPA13 HYOU1 IDH2 IDUA IFI6 IFNAR2 IGF1 IGHA1 IGLV4-60 IMPDH1 ISOC2 ITFG1 ITGA6 ITM2C KCNG2 KDELR1 KDELR2 LAMP2 LGALS1 LIME1 LMF1 LMNA LRRC59 LY96 MACROD1 MAGEH1 MAN1A1 MANEA MAPK12 MAPKAPK5-AS1 MAST1 MBNL2 MDK MGAT1 MIP MIR22HG MPC1 MZB1 NAGLU NENF NEU1 NFKBIL1 NME1 NMRK1 NT5DC2 NUCB2 OPTN ORMDL2 P4HB PCCB PCDHGA10 PCYT1B PDIA4 PDK1 PDXK PEX10 PGRMC2 PLA2G15 PLAAT3 PODXL2 PREB PROC QPCT QPRT RAB40B RALGDS RAPGEF2 RCN1 RORA RPN1 RPS6KB2 RRAD RRBP1 RRP1 RTN3 RUNX1 SAMSN1 SAR1B SCT SDC1 SEC14L1 SEC23B SEC24A SIL1 SLAMF7 SLC1A4 SLC25A4 SLC35B1 SLC39A7 SLC3A2 SMPDL3B SPAG4 SRGN SRM SRPRB SSR3 ST6GALNAC4 STT3A TBL2 TFG THEMIS2 TIMP1 TIMP2 TM7SF2 TM9SF1 TMCO1 TMEM115 TMEM208 TMEM214 TNFRSF17 TONSL TOR3A TP73 TPM4 TPSD1 TRAM2 TRIB1 TUBB2A TYMP UAP1 UBA5 VKORC1 VSX1 WIPI1 WNT4 XBP1 YIPF2 YIPF5 ZBTB32 ZBTB38 GSE22886_NAIVE_BCELL_VS_BM_PLASMA_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_NAIVE_BCELL_VS_BM_PLASMA_CELL_UP AKAP11 ALKBH1 ARAP2 ARHGAP19 ARHGAP45 ARHGEF7 ARIH1 ATP6V1B2 BBS10 BCL10 BTG1 CAT CCP110 CD200 CD22 CD52 CD72 CD83 CDK19 CEP43 CHL1 CLCN4 CLEC4A COMMD8 CORO1A CPEB3 CR2 CREM CRLF3 CRYBG1 CXCR4 DCAF17 DDR1 DENND4B DGKZ DNAJC16 DPPA4 DPYD DTX4 EFCAB14 EGLN2 EML4 ENDOD1 ENTPD1 ESS2 EVL FAM53B FASTKD2 FBXO28 FBXO42 FCMR FRYL GABBR1 GCA GGA1 GIN1 GMCL1 GPM6A GPRASP1 GSPT2 HHEX HLA-DMA HLA-DMB HLA-DPA1 HLA-DPB1 HLA-DRA HLA-DRB1 HPF1 IL4R INPP5D INTS9 IRF8 IRS1 ITPKB ITPR1 KAT6A KCTD20 KIF21B KYNU LAPTM5 LBH LMNB1 LRBA LTB LY86 LYST MANBA MAVS MCM2 MCUB MDN1 MINK1 MLLT10 MMD MMP2 MRE11 MRPL39 MS4A1 MTHFD1 MYNN NAA40 NASP NBPF10 NEK9 NFYB NHLRC2 NIPBL NOTCH2 NR3C2 NSL1 NUP205 NUP37 OTUD3 OXSR1 PARG PARN PEG10 PEX7 PHC1 PIK3C2B PIK3CD PKIA PKIG PLCXD1 PLPBP PLSCR3 PNRC2 POLDIP3 POT1 PRIM1 PRKCB PVRIG R3HDM4 RADX RBM8A RPL27 RPL37A RPL38 RPL41 RPS23 RPS27 RPS29 RPS6 SART3 SBNO1 SCLY SELL SEPTIN9 SFN SGPL1 SGPP1 SIN3B SLA SLC25A24 SLC6A16 SMAD3 SMARCA2 SMC2 SOBP SOS2 SPG7 STAT6 STK4 STRN3 STX6 SUPT16H SZT2 TCL1A TERF2 TGFBR1 TIMELESS TIPRL TPCN1 TPK1 TRIB2 TRIP4 TRMT2B TSEN2 TSPYL5 TXNDC9 UBR7 UGDH UNC119B UTP14C UTP25 VAPB VAV3 VPS72 WDR37 WDR48 XYLT1 ZCCHC2 ZFP36L1 ZNF112 ZNF264 ZNF267 ZNF43 ZNF468 ZNF532 ZNF682 GSE22886_NAIVE_BCELL_VS_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_NAIVE_BCELL_VS_DC_DN ABHD6 ABR ACY1 ADAP1 AIFM1 AKIP1 ANKRD17 APMAP ARAP1 AREL1 ARRB2 ATP1B1 ATP6V1E1 ATXN1 BID BLVRA CCDC47 CCDC88A CD36 CD58 CD63 CDK5 CEBPA CITED2 CLEC7A COMT CTDP1 CTNNA1 CUX1 DCAF7 DDB1 DENND1B DGKZ DNAJB6 DNM1L DOCK4 DPP3 DPYD DSE ECPAS EFHD2 EHD4 EIF4G1 EPAS1 EPB41L3 ETHE1 FCER1G FCGRT FEZ2 FLVCR2 FTH1P5 GAA GABARAPL1 GCLC GLA GLRX2 GLS GNS GPR137B GPX3 GRAMD4 GSN HCCS HDLBP HEBP1 HMOX1 HSPA1A IDH2 IFI30 IL7R IMPA2 IMPDH1 ISOC1 ITFG1 ITGAM JPT1 KDELR1 KLF10 LAMP2 LANCL2 LEPROT LGALS1 LRP12 LRRC59 LST1 MAN1A1 MAN2B1 MAOA MAP1S MAP7D1 MAPKAPK3 MFAP1 MGAT1 MGST2 MGST3 MITF MKNK1 MPV17 MRPL15 MRPS14 MRPS15 MTHFD2 MTMR6 NAPA NCBP1 NCOR2 NEU1 NIBAN1 NPEPPS NQO2 NRGN NRP1 PCCB PEA15 PGD PILRA PINK1 PIR PLA2G7 PLAU PLBD1 PLEKHB2 PLIN3 PLXNB2 PLXND1 PPA2 PPIF PSMB5 PSMC1 PSMD1 QPCT RAD50 RAP2A RAP2B RAPGEF2 RARS1 RBM47 RCBTB2 RHOC RHOG RIT1 RNF14 ROGDI RREB1 RRP1B RTN3 RTN4 SAMSN1 SAR1B SDC2 SDHD SEC23B SEL1L SEPHS2 SIRPA SLC16A6 SLC25A44 SLC31A2 SLC7A11 SLC7A8 SLCO2B1 SMC2 SMCO4 SNAP29 SNX1 SOAT1 SPINT1 SRGN SYNJ1 TFEC TFG TGFBI TIAM1 TM6SF1 TM9SF1 TM9SF2 TMCO1 TMEM165 TNFRSF1A TNFSF13 TOP1 TPI1 TPK1 TPM4 TREM2 TRPV2 TST TXNRD1 VAMP3 VASH1 VCP VDAC1 VPS37C YWHAH ZFYVE21 ZFYVE26 ZMIZ1 ZMYM6 ZNF106 ZNF267 GSE22886_NAIVE_BCELL_VS_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_NAIVE_BCELL_VS_DC_UP A4GNT ACSL6 ANKRD34C ARHGAP5 BACE2 BACH2 BCL11A BCL7A BTG1 CASZ1 CD19 CD200 CD22 CD24 CD28 CD37 CD38 CD40LG CD72 CDC7 CEP43 CLCN4 CLUHP3 CNKSR2 CNR1 CNR2 CORO2B CR2 CXCR4 CYFIP2 DCAF17 DDR1 DEFA5 DLG5 DMC1 DND1 DPH5 DUSP1 DYM EHD3 ELOA-AS1 ENDOD1 ENSG00000274253 EPHA4 FAM30A FAM53B FBXO4 FBXO42 FCMR FMO5 FRAS1 FZD10 FZD6 GABBR1 GALNT3 GARRE1 GPM6A GPR18 GPRASP1 GSTA1 GSTA4 GTPBP3 GVINP1 HAUS5 HLA-DOA HLA-DOB HNRNPA3P1 HOPX IDI2-AS1 IFNA17 IGKC IGLV1-44 IL15 IL24 IRS1 ISG20 ITM2C KLF2 KLHL35 KLK2 LARGE1 LBH LDOC1 LRBA LRIG2 LRRC37A3 LTB MARCHF3 MCM2 MCTP2 MEF2C MEST METTL18 MID1 MINDY2 MIR600HG MS4A1 MTMR10 MVK NCOA2 NCR3 NIPSNAP3B NOP53 NR3C2 NRF1 OGG1 OTUD3 P2RX5 PAK6 PARP16 PATZ1 PCDHGA10 PDLIM1 PEG10 PHC1 PHLPP2 PIK3C2B PIM2 PIP5K1B PMEL PMS2P1 POLR1HASP POU2AF1 POU6F1 PRIM1 PRKD2 PRKY PTPRCAP PVRIG R3HDM4 RAB11FIP3 RADX RETREG1 RIC3 RIPOR2 RPL13A RPL21 RPL22 RPL27A RPL28 RPL32 RPL34 RPL35A RPL37A RPS11 RPS15A RPS17 RPS23 RPS27 RPS27A RPS7 RRAS2 SAP30L-AS1 SBNO1 SCD5 SELL SEMA4F SERPINB9 SIDT1 SKAP1 SLC16A7 SLC25A37 SLC35E2A SLC35F2 SLC6A16 SMAD3 SMPX SNX29 SPIB SPINK2 SPRY4 STAP1 SZT2 TAF4B TAF9B TBC1D19 TCL1A TENT5C TESK2 TGIF2 TIAM2 TMEM156 TRMT2B TSC22D3 TSHB TSPYL2 USP9Y UTP25 UTY VAV3 WDR48 WRAP53 ZEB1 ZFTA ZNF154 ZNF532 ZNF571 ZNF821 GSE22886_NAIVE_BCELL_VS_MONOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_NAIVE_BCELL_VS_MONOCYTE_DN ABR ACOT9 ADAP1 AKR1A1 ALDOA ANXA1 ANXA2 ANXA2P2 ARRB2 ASAH1 ATG3 ATP1A1 ATP5MJ ATP6V0C ATP6V1A ATXN1 BCL3 BID C5AR1 CAPG CASP1 CCT6A CD14 CD300A CD93 CDC42EP3 CEBPB CERS6 CHMP2A CHST15 CKAP4 CKLF CLEC7A CLTA CLTC CREG1 CSF2RB CSNK1A1 CSTA CTBP2 CTSB CTSD DPYD DUSP3 DUSP6 DYNLT1 EFHD2 EIF4G1 EVI2A EXT1 FCER1G FCGR2A FEZ2 FTH1P5 FTL G6PD GAPDH GCA GET3 GLRX GLRX2 GNS GPX1 GRN GYG1 HADHB HCK HEXB HIPK1 HPCAL1 HSPA1A ID2 IFI30 IFNGR1 IGF2R IL10RA IL6R ILK IMMT IQGAP2 IRAK3 ITGAL ITGAM KCTD12 KLF10 KLF13 LGALS1 LGALS3 LILRA2 LILRB1 LILRB2 LILRB3 LRPAP1 LY96 LYZ MACROH2A1 MAFB MAP7D1 MAPKAPK3 METTL9 MGAT1 MICAL2 MNDA MOGS MTMR14 MYDGF MYO1F NAGK NCF2 NDUFS1 NDUFS6 NEU1 NOD2 NOTCH2 NPL NUP62 PAK1IP1 PGD PICALM PISD PKM PLBD1 PLXNB2 PLXND1 PNPLA6 PPFIA1 PPT1 PRKCD PSAP PTPRE PTTG1IP PXN QPCT RAB14 RAB31 RAB5IF RBM47 RHOG RIN2 RNF130 RNH1 RPS6KA1 RTN3 RTN4 RXRA S100A10 S100A11 S100A12 S100A4 S100A8 S100A9 SDCBP SEL1L SEMA4A SEMA4D SERPINA1 SERPINB6 SGK1 SLC11A1 SLC16A3 SLC16A6 SLC27A3 SLC31A2 SLC7A7 SNAP29 SRGN STXBP2 SULT1A1 SVIL TALDO1 TBC1D2 TCF7L2 THEMIS2 TIMM8B TIMP2 TKT TLR2 TMED1 TMEM11 TMEM50A TNFAIP2 TNFRSF10B TNFRSF1A TNFRSF1B TNFSF13 TOP1 TPI1 TPP1 TRIM8 TRNAU1AP TWF2 TYROBP UBR4 UQCRC1 VAMP3 VASP VCAN VIM WARS1 ZMIZ1 GSE22886_NAIVE_BCELL_VS_MONOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_NAIVE_BCELL_VS_MONOCYTE_UP ABCB4 ABLIM1 AGBL2 ANKRD34C AP3M2 AUNIP AUTS2 BACE2 BACH2 BANK1 BCL11A BCL7A BLNK C2CD3 CCR6 CD19 CD200 CD22 CD24 CD40LG CD69 CD72 CD79A CD79B CDCA8 CENPM CEP43 CEP72 CFAP44 CHD7 CHL1 CHST3 CLCN4 CNKSR2 CNR1 COBLL1 CORO2B CPA3 CR2 CXCR4 DBNDD1 DCAF17 DDR1 DEFA5 DLEU1 DLG5 DNAI4 DPPA4 DSP ENDOD1 FAM30A FBLN1 FBXO4 FCMR FCRL2 FGF7 FNBP1L FRAS1 FZD10 FZD6 GABRB1 GARRE1 GINS1 GJA9 GOLGA8B GPA33 GPM6A GPR18 GPRASP1 GSTA1 GTPBP3 HAUS5 HLA-DOA HLA-DOB HOPX HRH4 HYDIN IDI2-AS1 IFNA16 IFNA17 IFNA7 IGHD IGHM IGKC IGKV1D-13 IGLL3P IGLV1-44 IL21R IL4R ISL1 ITPR3 KATNBL1 KIAA1549L KLHL35 LARGE1 LBH LRBA LRRC37A3 LTB MAGED1 MARCHF3 MCF2L MCTP2 MIR600HG MORC4 MOXD1 MS4A1 MTCL1 MYEF2 MYOZ3 MZB1 NAA40 NCR3 NEIL3 NIPSNAP3B NOS1 NPY4R NR3C2 OIP5 OTUD3 P2RX5 PAIP2B PAWR PAX5 PDLIM1 PEG10 PGPEP1 PIK3C2B PKIA PNOC POLR1HASP POU2AF1 POU6F1 PTPRCAP PTPRK RASGRP3 RFPL3 RHPN1-AS1 RIC3 RPL23AP53 RRAS2 RUBCNL SCD5 SCLY SCN3A SEL1L3 SEMA4F SKAP1 SLC12A2 SLC24A1 SLC25A16 SLC35F2 SLC38A1 SLC6A16 SLC9A7 SMAGP SMPX SNAP91 SNHG20 SOBP SP140 SPIB SPRY4 STAP1 TAF4B TBC1D19 TBC1D30 TCL1A TFDP2 TIAM2 TIMELESS TMEM156 TNFSF4 TPD52 TRAF4 TRAF5 TRIB2 TSHB TSPAN13 TSPYL5 TTC39A ULBP1 USP9Y UST UTP25 VPREB3 WDR33 YPEL1 ZBTB24 ZFTA ZKSCAN7 ZNF154 ZNF493 ZNF506 ZNF529 ZNF571 ZSCAN18 GSE22886_NAIVE_BCELL_VS_NEUTROPHIL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_NAIVE_BCELL_VS_NEUTROPHIL_DN ABHD5 ACAA1 ACSL1 ADAM8 ADAP1 ADGRE2 ADGRE3 ADGRE5 ADGRG3 ADM AIF1 AMPD2 ANXA3 APMAP APOBEC3A AQP9 ARAP3 ARHGEF40 ARPC5 ATP6V1B2 B4GALT5 BCL2A1 BCL3 BCORL1 BID BIN2 BST1 C5AR1 CAMP CASP4 CD300A CD302 CD58 CD63 CEBPD CFD CFLAR CFP CKAP4 CKLF CLC CLEC4A CLEC7A CLTB CPPED1 CSF2RB CSF3R CSTA CTBS CTSC CUEDC1 CXCL1 CXCL8 CXCR1 CXCR2 CYRIB DENND5A ECE1 EFHD2 EVI2A FAS FCER1G FCGR2A FCGR3B FCN1 FFAR2 FGL2 FLOT1 FPR1 FRAT1 FRAT2 FTH1P5 GAB2 GCA GIMAP4 GK3 GRIK5 H1-2 HCAR3 HCK HCP5 HLX HSPA1A HSPA6 ID2 IER3 IFI6 IFIT1 IFIT3 IFITM1 IFITM2 IFITM3 IGSF6 IL1R2 IMPA2 IMPDH1 ITPK1 KCNJ2 KIAA0513 LAMP2 LILRA2 LILRB3 LIMK2 LITAF LST1 LY96 MAPKAPK3 MCL1 MEGF9 MIR22HG MME MNDA MPPE1 MSRB1 MTHFS MTX1 MYO1F NADK NAMPT NCF2 NDEL1 NDUFB3 NFE2 NFIL3 NHERF1 NIBAN1 NINJ1 NINJ2 NMI NOP10 NPL NQO2 NRBF2 NUP214 P2RY13 PHC2 PILRA PISD PLBD1 PLEK PLEKHO2 PLXNC1 PPCDC PPP2R5A PPP4R1 PPT1 PRDX3 PTGS2 PYGL QPCT RAB31 RAB5IF RALB RASSF2 RNF130 RTN3 S100A11 S100A12 S100A6 S100A8 S100A9 S100P S1PR4 SEC14L1 SECTM1 SEMA4D SERPINA1 SH3GLB1 SLC16A3 SLC31A2 SLPI SMIM27 SOD2 SORL1 SPATA2L SQOR SRGN STX3 TALDO1 TIMM8B TMBIM1 TMED1 TMEM140 TNFRSF10C TNFRSF1B TNFSF10 TOR4A TREM1 TRIB1 TSEN34 TXN TYROBP USP10 VASP VNN2 VNN3P WAS XKR8 ZDHHC18 ZNF185 GSE22886_NAIVE_BCELL_VS_NEUTROPHIL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_NAIVE_BCELL_VS_NEUTROPHIL_UP ACAT1 AKAP1 AKAP11 APPL1 ARID5B ATXN10 BACH2 BANK1 BCL11A BCL7A BLNK CD19 CD200 CD22 CD52 CD69 CD72 CD74 CD79A CD79B CD81 CD83 CHD1L COMMD3 CR2 CROCCP2 CRTC3 CYP20A1 DCAF17 DDHD2 DDR1 DDX39A DKC1 DLG1 DNAJC16 DNPEP EBAG9 EEF2 EIF3L EIF4A2 ESD EVL EZR FAM30A FBXO21 FBXO42 FCMR FCRL2 GABBR1 GARRE1 GLO1 GOLGA8B GPR18 GSAP HLA-DMB HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB6 HLA-F-AS1 HMGN3 HNRNPA1 HSP90AB1 HYOU1 IGHD IGHM IGKC IRF4 IRF8 ITPR1 JUN LBH LRPPRC LY86 MALT1 MAP3K4 MCM2 MCUB MDFIC MDH1 MDN1 MPHOSPH9 MRPS35 MUTYH NAP1L1 NCL NEK9 NMD3 NPIPA1 NPM1 NR3C2 ODC1 OPN3 P2RX5 PARP1 PDHX PDLIM1 PHLPP2 PIK3C2B PKD1P1 PKIA PKIG PLAC8 PLCXD1 POLE3 POU2AF1 PRPS1 PSMD14 R3HDM1 RACK1 RBM38 RFTN1 RIOX1 RPL10 RPL11 RPL15 RPL21 RPL23 RPL26 RPL27 RPL27A RPL28 RPL30 RPL34 RPL35 RPL35A RPL36A RPL37 RPL37A RPL38 RPL39 RPL41 RPL6 RPL7A RPL8 RPL9 RPLP1 RPS11 RPS13 RPS14 RPS15 RPS16 RPS17 RPS18 RPS19 RPS20 RPS24 RPS25 RPS27 RPS27A RPS5 RPS6 RPS7 RRAS2 RUBCN RXYLT1 SEPTIN6 SERPINB9 SETBP1 SF3A3 SIDT1 SLC25A6 SLC35F2 SMAD3 SOBP SP140L SPIB SRSF7 ST6GAL1 STAP1 SUMO3 SYNE3 SZT2 TCF4 TCL1A TEX10 TIMELESS TMEM156 TMSB10 TPD52 TRAF5 TRIB2 TRMT11 TSC1 TSPAN13 TSPYL4 TTC3 TTC31 UBE3A UPF3A USP9Y VPREB3 WDR6 ZBTB40 ZNF22 ZNF571 GSE22886_NAIVE_CD4_TCELL_VS_12H_ACT_TH1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_NAIVE_CD4_TCELL_VS_12H_ACT_TH1_DN ABCF1 ACSL3 ACTL6A AGO2 AHSA1 ALDOA ARSB ATOX1 ATP2A2 ATP8B4 BAG2 BATF3 BAZ1B BET1 BLTP3B BMS1 C1D CACYBP CAMK1 CCDC51 CCDC86 CCNB1 CCNE1 CCR5 CCT2 CCT6A CCT7 CCT8 CDC20 CDC7 CHAF1A CHAF1B CHD4 CISH CLUH CMAHP COL6A3 COX17 COX7B CSF2 CSNK2A1 CSTF1 CSTF2 DAG1 DDX10 DDX18 DFFA DHDDS DIABLO DNA2 DPAGT1 DUSP14 DVL3 E2F6 EEF1E1 EIF2B3 EIF2S1 EIF2S2 ELAVL1 ELOVL6 ENOPH1 EOLA1 ERAL1 ERCC1 ERGIC2 ERLIN1 ESRRA ETNK1 FAH FAR2 FASTKD3 FEN1 FIP1L1 FOCAD FXN GABPB1 GCN1 GLRX2 GMNN GNG4 GOT1 GTF2A2 GTF2H1 GTPBP8 H2BC12L HIGD1A HMBS HMGCR HPRT1 HSPE1 IER3 IGFLR1 IMPDH2 IRF4 IVD KCNN4 KHSRP KIF3A LAG3 LIMA1 MAD2L1 MAMLD1 MCM7 MCTP2 MED27 MLH1 MRPL15 MRPL19 MRPL22 MRPL23 MRPL33 MTCH2 MTHFD1 MYCBP MYG1 NARS1 NDUFAB1 NDUFS3 NDUFV2 NOLC1 NSDHL NT5DC2 NT5DC3 NUP153 OGFOD1 P4HA2 PCNA PDCD6 PDIA5 PHLPP2 PICALM PLAA PLAGL2 POLR3K PPP1R8 PRC1 PREP PRPF4 PSMA1 PSMA3 PSMC2 PSMD1 PSMD11 PSMD14 RACGAP1 RAD50 RAD51 RAN RANBP1 RANGAP1 RBM23 RBM28 RFC3 RFC4 RMI1 RNF34 RTCB SAC3D1 SAMM50 SART3 SDC4 SDF2 SEC24D SEPHS1 SFXN1 SHMT2 SLC25A17 SLC25A32 SLC25A44 SLC2A1 SLC5A3 SLCO4A1 SNRNP40 SNRPE ST8SIA4 STOML2 STRAP SUPT16H TBRG4 TFRC TGS1 TMCO1 TMEM147 TMEM165 TMEM33 TOR1A TOR4A TPI1 TRAPPC2L TYMS U2AF1 UCHL1 UCHL3 UMPS VDR WDR18 XPOT ZKSCAN4 ZNF593 GSE22886_NAIVE_CD4_TCELL_VS_12H_ACT_TH1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_NAIVE_CD4_TCELL_VS_12H_ACT_TH1_UP ABCC5 ADA2 ADD3 AKT2 ANKEF1 ANKZF1 AP1G2 AP4S1 APBB3 AQP3 ARFGAP2 ARHGAP33 ARHGEF1 ARHGEF18 ARL2BP ARRB1 ASTN2 ATP1A1 ATP8A1 ATXN7 ATXN7L3B BBS1 BCL11B BICRAL BIN2 BLTP1 BNIP3L BTG1 CABIN1 CACTIN CAMLG CAPN3 CARS2 CBX7 CCNL1 CCSER2 CD248 CD44 CDC37L1 CDK18 CEP164 CEP350 CEP68 CFAP410 CHKB CIC CLEC11A CLK1 CLK4 CLN3 CLUHP3 CMPK1 COQ8A CREBL2 CTC1 CTNNBIP1 CTSO DCAF11 DCUN1D2 DENND2A DENND5A DGKZ DNAJB1 DNAL4 DYRK1A ECHDC2 EEF2 EIF4B EIF4EBP2 ERP29 FAAH FLI1 FLOT2 FNBP1 FOXB1 FXYD5 GARRE1 GLS2 GPR18 GPSM3 GRIA3 HBP1 HERC1 HLA-DOB HOOK2 HPX HYI IL11RA IL7R INPP4A IQSEC1 ISYNA1 KCND1 KCTD7 KLF3 LIPA LONP2 LRCH4 LSM14A LSM14B LTBP3 LZTFL1 MALT1 MAP3K1 MARCHF8 MEF2A MN1 MPO MRNIP MYCBP2 MYH3 MYO15B NKTR NLRP1 NMUR1 OGA PBX1 PBXIP1 PCIF1 PCOLCE2 PDLIM2 PEX1 PFDN5 PHC1 PHKA2 PLCH2 PLCL2 POU5F1P3 PRMT2 PTGER1 R3HDM2 RAB25 RAB40C RAB5B RAB5C RASGRP2 RBMS1 RPL29 RPL8 RPS20 RPS29 RPS9 RSAD1 RUNX1T1 RYK SAMHD1 SARAF SERPINF2 SERPING1 SETX SF1 SH2B1 SH3YL1 SHOC2 SIDT1 SKAP1 SMPD1 SP110 SP140L SPSB3 SST STARD3 STAT6 STIM1 STMN3 SUN1 SVIL TENT4A TJP3 TLE5 TMEM123 TP53TG1 TRAM2 TRAPPC6A TRIM22 TRIM44 TSC2 TSPAN32 TSPYL1 TULP4 TXNIP UBE2H USP21 USP25 VAT1 VPS13C VPS13D VPS8 WAC WNT7A WWP1 ZBTB25 ZFC3H1 ZFP36L2 ZNF292 ZNF395 ZNF671 ZNF83 ZXDC GSE22886_NAIVE_CD4_TCELL_VS_12H_ACT_TH2_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_NAIVE_CD4_TCELL_VS_12H_ACT_TH2_DN AASDHPPT ACSL3 AHCYL1 AHSA1 AIFM1 ALDOA APBA3 AQR ARCN1 ARID5A ARMT1 ATOX1 ATP5PB BAG2 BAX BCOR BET1 CANT1 CCDC47 CCND2 CCR1 CCRL2 CD2BP2 CDK2 CDT1 CISH CLDND1 CLTC CNIH4 COPB2 COPS4 COX17 COX8A CRTAM CSNK2A1 CSTF2 CYFIP1 DARS1 DDB2 DGUOK DIABLO DNPH1 EIF4G1 ELAVL1 ENOPH1 ERCC1 ETFA ETNK1 FAF2 FAH FAM3C FANCI FAR2 FDPS FKBPL FURIN GALK1 GALNT3 GCLM GET1 GFPT1 GLRX2 GNG10 GOLT1B GPR171 GRK3 GTF2E1 HBS1L HIGD1A HINT1 HPRT1 HSD17B12 IFT25 IGFLR1 IMMT ISOC1 ITPA ITPR1 JAK2 JTB KCTD5 KIFBP KLHL23 KPNA3 LARP4B LBHD1 LIF MAMLD1 MANF MED8 MGAT2 MICAL2 MIF MINPP1 MLH1 MMUT MPDU1 MRPL16 MRPL17 MRPL18 MRPL42 MRPS16 MTCH2 MTHFD1 MTMR4 MYL6B NAPG NCBP1 NCOA3 NDUFAF1 NDUFAF3 NDUFB3 NEK7 NFKBIB NME6 NME7 NPEPPS NSMAF NUP93 OSBPL3 OXSM PAAF1 PARK7 PCNA PDCD6 PFKP PNP POMP POP4 PPCDC PPM1D PPP1R10 PPP2R1B PRDX3 PRDX4 PSMA1 PSMB1 PSMC2 PSMD5 PSME2 PTPRK RAB21 RAB23 RACGAP1 RBM23 REEP5 RNF34 RRM1 SACM1L SCAMP3 SDC4 SDF2 SEC24D SEC61B SEPTIN8 SF3B4 SLC16A1 SLC1A5 SLC25A44 SLC35F2 SMCO4 SNRNP40 SPATS2L SRP19 SRSF9 STARD7 STX6 TANK TAP1 TARDBP TARS1 TBC1D10B TFG TFRC TGDS TIMM8B TMED2 TMEM223 TMEM258 TP53BP1 TPI1 TRAF1 TRIM32 TRIP12 TRNAU1AP TSG101 TYMS UBFD1 UQCC1 VDAC3 WDR18 WDR5B YIF1A YWHAE ZBTB24 ZBTB6 ZNF175 ZNF207 ZNF267 ZWINT GSE22886_NAIVE_CD4_TCELL_VS_12H_ACT_TH2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_NAIVE_CD4_TCELL_VS_12H_ACT_TH2_UP A4GALT AKAP9 AMT ANKH AP1G2 AP2A2 APOA4 APP ARFGAP2 ARHGEF1 ARL4D ATP1A1 ATP8A1 ATXN7L3B AZU1 BANP BDKRB2 BICRAL BIN1 BIN2 C11orf21 CAMKV CAPN3 CCNT2 CDC25B CEP68 CFAP410 CHKB CIRBP CLUHP3 CMC4 COQ8A COX4I1 CREBBP CSGALNACT1 CTSL CUL9 DDX5 DELE1 DGKD DLG1 DMTF1 DUSP22 ECHDC2 EIF3F ELANE ERBIN ERGIC3 ERP29 FAIM2 FAM193B FBXO21 FLI1 GFRA3 GP1BA HEBP1 HOOK2 IFI44 IL11RA INTS1 IP6K2 IQSEC1 IRS4 ISYNA1 ITPKB ITPR3 JADE2 KAT6A KAT6B KAT8 KCNC3 KCND1 KIT KLF3 KLF7 KLF9 KLHL20 KLHL36 LAIR1 LDAF1 LITAF LLGL2 LMBR1L LPAR3 LRCH4 LRIG2 LSR LTBP3 LYPD3 LZTFL1 MAP2K5 MAP3K1 MAP4K2 MCF2L MFGE8 MN1 MSL1 MYCBP2 MYO15B MZF1 NAP1L1 NCK2 NDRG2 NFATC1 NIPAL3 NKTR NLRP1 NPC2 NPIPA1 OGA OSBPL7 OSER1 P2RX6 PAN2 PARP16 PARP6 PCBP2 PHC1 PHKA2 PINK1 PNISR PPFIBP2 PPOX PPP1R12B PRKCZ PTP4A3 PXN R3HDM2 RAB25 RAB40B RABGAP1 RCOR3 REC8 RGS12 RHOH RHOT2 RPL23AP32 RPL3 RPS6 RSAD1 S1PR1 SAMHD1 SARAF SF1 SF3B1 SGSM2 SH2B1 SIPA1L3 SIRPG SLC9A8 SMPD1 SNHG17 SNHG32 SNPH SNRK SNX6 SORBS3 SPG7 SPSB3 SRSF5 ST3GAL5 STAT5B STIM1 STMN3 STX16 SUN1 SYNJ2BP TCEAL4 TLE5 TMEM123 TMEM8B TP53TG5 TPCN1 TRAM2 TRAPPC10 TRIB2 TSPAN32 TSPYL2 TTC17 TTC3 TTN UBL3 USP19 USP34 USP4 UVRAG VAT1 VPS13D VTCN1 WWP1 ZBTB22 ZFC3H1 ZFHX2 ZFP36L1 ZNF710 ZNF767P ZNF768 ZNF83 ZNF91 GSE22886_NAIVE_CD4_TCELL_VS_48H_ACT_TH1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_NAIVE_CD4_TCELL_VS_48H_ACT_TH1_DN ACOT7 ALDH18A1 ARFIP1 ARPC5 ASF1A ATG101 ATOX1 ATP2A2 ATP5PB BATF BCL2L1 BIRC3 BMAL2 BUB1 CAPRIN1 CCDC51 CCNB2 CCNF CDK2 CDK7 CENPC CENPU CHCHD2 CIAO2B CKS1B CLDND1 CMAS CNOT6 COPS4 COX17 COX6A1 COX8A CPOX CSTF2 CTNNAL1 CTPS1 CYC1 CYP1B1 DCPS DIABLO DONSON DPAGT1 EDC3 EID1 EIF2B2 EIF2S1 EIF3I EIF4G1 ELAVL1 ELL2 ENPP2 ENY2 ERAL1 ERCC1 ERI2 ERLIN1 ETFA EXO1 FADD FAH FAR2 FASTKD3 FKBPL FOCAD GABPB1 GALK1 GARS1 GCNT1 GGCT GGH GIGYF2 GINS2 GLRX2 GMNN GNPAT GOLT1B GPR19 GTF2A2 H2AX H2AZ1 H3C8 HAT1 HIGD1A HMBS HMGB2 HNRNPA2B1 HSPA9 HTATIP2 HTRA2 IDH1 IFT25 IMMT ITGAE KCTD5 KDM4D KIFBP KLHL5 KLHL7 KNTC1 LSM3 LSM4 MACIR MCAT MCM3 MCM5 MED7 MFAP1 MICAL2 MNAT1 MPDU1 MRPL13 MRPL17 MRPL18 MRPL22 MRPL35 MRPL58 MSMO1 MT1E MTCH2 MTHFD2 MYL6B NDUFAF3 NDUFB3 NDUFS1 NDUFS3 NDUFV1 NUP107 NUP62 ORC6 P4HA2 PARK7 PDHA1 PELO PFKP PIMREG PITPNB PKMYT1 PNP POLE POLR2E POP4 PPIA PPP1R10 PRDX1 PRDX3 PSMA1 PSMA4 PSMA6 PSMB3 PSMB8 PSMC2 PSMD1 PSMD14 PSMD2 PSMD8 PSMG2 RACGAP1 RAD51 RFC3 RIT1 RNF34 RRM1 RTCB RUVBL2 SDC4 SEPHS1 SGCB SLC35F2 SLCO4A1 SLIRP SMC4 SMTN SNRPA1 SNRPB SNRPD1 SNRPD3 SNRPE SNX5 STAMBP STARD7 STIP1 TARDBP TBC1D10B THYN1 TMCO1 TPI1 TRIP12 TUBB TUBB6 U2AF1 UBE2I UBE2S UQCRH USP1 VDR WRAP53 YWHAE ZNF593 ZWINT GSE22886_NAIVE_CD4_TCELL_VS_48H_ACT_TH1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_NAIVE_CD4_TCELL_VS_48H_ACT_TH1_UP ABCA7 ABCF3 ACAP2 AMT ANKH ATF7IP2 ATG14 ATP1A1 ATXN7 ATXN7L3B BCL7A BEX4 BSDC1 BTG1 BTG2 BTN3A1 C11orf21 CAMK2G CARS2 CCNL2 CCSER2 CD248 CD5 CD55 CEP164 CFAP410 CHKB CLK1 CLK4 CLUHP3 CTSL DBP DCUN1D2 DENND1C DGKD DLG1 DUSP1 EAPP ECE1 ECHDC2 ERBIN FAM117A FAM169A FAU FOXJ2 FOXJ3 FOXL1 FOXO1 FXYD5 FYB1 GABPB1-IT1 HLA-E HSPA1L HYAL2 ICAM2 IFIT5 IFITM1 IKBKB IQSEC1 IRS4 KLF3 KLF9 KRT18 LDAF1 LEF1 LINC00342 LIPA LIPT1 LLGL2 LMBR1L LPAR2 LTBP3 LYPD3 LZTFL1 MANBA MAP2K6 MAP3K1 MARCHF8 MAU2 MMP8 MPO MSL1 MSL3 MYH3 MYLIP NAGPA NDST2 NISCH NKTR NLRP1 NOSIP NPIPA1 NUMA1 OGA PAIP2B PBXIP1 PCIF1 PI4KA PLCL2 PLEKHA1 PLEKHF2 PNISR PPFIBP2 PRKCA PRKCZ PRKD3 PRMT2 PTP4A3 PXN R3HDM4 RASA2 RASA3 RASGRP2 RBM38 REPIN1 RETREG1 RETREG3 RNF38 RNF44 ROR1 RPL30 RPL32 RPLP1 RPS20 RPS24 RPS27 RPS6 RPS9 RXRA RYK SARAF SCAND2P SEMA4C SETD1B SETD6 SETX SF3B1 SH2B1 SLC2A4RG SLC35E2B SLC46A3 SMAGP SMARCE1 SMPD1 SNPH SP140L SPATA6 SPG7 SREK1IP1 SRSF5 STAT5B SVIL SYF2 SYNJ2BP TAF1C TBC1D4 TCF20 TECTA TENT4A TES TESPA1 TMEM127 TMEM30B TMEM8B TP53TG1 TPCN1 TRIM22 TRIM44 TSC1 TSC22D1 TSC22D3 TSPYL2 TTC9 TTN UBE2G2 USP33 USP34 VAMP1 VILL VIPR1 VPS13C ZBED5 ZBTB14 ZBTB25 ZBTB40 ZC3H3 ZFP36L1 ZFP36L2 ZHX2 ZMYM5 ZNF136 ZNF148 ZNF318 ZNF350 ZNF512B ZNF609 ZNF652 ZNF83 ZNF862 ZNF91 GSE22886_NAIVE_CD4_TCELL_VS_48H_ACT_TH2_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_NAIVE_CD4_TCELL_VS_48H_ACT_TH2_DN AASDHPPT ACAA2 ACOT13 ACTG1 ACTR2 AGO2 ALAS1 ALG5 AP5S1 APOBEC3B APTX ARL6IP1 ATP2A2 ATP6V1A BAG2 BARD1 BATF BAZ1B CALM2 CAMK1 CANX CASP3 CCDC51 CCDC86 CCNB2 CCNF CCR1 CDC123 CDC20 CDC7 CENPQ CEP76 CKLF CLTC COA3 COPB1 COPB2 COPG1 COX17 CPOX CRIPT DARS1 DCPS DDB2 DHDDS DIABLO DNAJB4 DSN1 DYNC1I2 DYNLL1 EED EIF4G1 ELAVL1 ENO1 ESPL1 ETNK1 FADS1 FADS2 FANCI FRMD4B GABPB1 GALNT3 GAPDH GDE1 GFI1 GK3 GLO1 GPR19 H2AX H2BC12L H2BC5 H2BC8 HEXB HINT1 HJURP HMGB2 HPS5 HSPA13 IDH1 IL4 IMMT INVS ITPR1 KCNK1 KCTD5 KIF3A KIFBP KNTC1 LARP4 LBHD1 LDLR MAD2L1BP MCM3 MCMBP MED18 MED21 MGAT2 MIF MINPP1 MIS18A MLEC MPV17 MRE11 MRPL35 MSMO1 MT1E MT1F MT1G MT1H MT1HL1 MTHFD2 MYL6B NAT1 NDUFAF1 NDUFB3 NDUFC2 NEDD8 NEK7 NOP10 NUP133 NUP153 OGFOD1 OXSM OXSR1 PARK7 PARP1 PCNA PDCD6 PDSS2 PGAM1 PHTF1 PIGB PIGF PIP5K1B PKM PLAGL1 POLR2B PPP1R8 PPP2R3C PPP4C PRC1 PSEN1 PSMA5 PSMC2 PSMD1 PSMD5 PSMG2 PSRC1 RAD51C RBL1 RDH11 REEP5 RNF170 RNF34 RRAS2 RRM1 RRM2 SDC4 SEC61B SEPTIN8 SLC1A4 SLC25A12 SLC25A44 SMC4 SMC6 SMCO4 SNX1 SNX5 STAMBP STARD7 STAU2 SUPT16H TAP1 TARDBP TBC1D10B TFRC THYN1 TIMM8B TM9SF1 TMCO1 TMED2 TMEM33 TNFAIP1 TNFSF10 TOP2A TOR1AIP1 TPI1 TRIP12 TTLL7 TYMS UNC50 VPS54 WDR7 WEE1 YWHAE ZBTB24 ZCCHC8 ZFYVE21 ZMPSTE24 ZNF180 GSE22886_NAIVE_CD4_TCELL_VS_48H_ACT_TH2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_NAIVE_CD4_TCELL_VS_48H_ACT_TH2_UP A4GALT ACBD4 ACTN1 ADD3 AHDC1 ALDH2 ANKRD28 ANKRD6 ARFGAP2 B4GALT7 BAG3 BBOF1 BCL2 BEX4 C11orf21 C1QA C1orf115 C2 CBX4 CD248 CDC42BPB CHD7 CHRNB2 CIRBP CLASRP CLCN2 CLUHP3 CMPK1 COPG2IT1 COQ8A CPVL CRY2 CSGALNACT1 CTNNA2 CUTA CXCR4 DBP DDAH1 DHRS12 DHRS3 DLG1 DUSP1 DVL1 DVL2 EAPP ECE1 EDN1 EEF2 EIF3D ELANE ELF2 ENTPD6 ETV3 FAAH FAM110D FAM163A FAM83E FAU FCGRT FOXL1 GJA5 GJB3 GLS2 GRINA HIC2 HKDC1 HOOK1 IDUA IFI44 INKA2 IPCEF1 ISG20 ISLR ITPKB KAT2A KAT8 KCTD12 KLF9 LARS1 LEPROTL1 LILRB3 LIPT1 LITAF LSR LTBP3 LY75 LYRM9 LZTFL1 MAPT MFNG MPO MSL3 MYC MYH3 MYLIP MYO15B MYOZ3 NCK2 NDST1 NEURL1 NOSIP NUMA1 OSER1 P3H4 PABPC1 PARP6 PCIF1 PDE8A PEX16 PGAP3 PHKA2 PLAC8 PLEC PLXDC1 PPFIBP2 PRB3 PRKCZ PRKG2 PRMT2 PTGER1 PTP4A3 PXN RAPGEFL1 RASGRP2 RBM38 RERE RETREG1 RIPOR2 RNF114 RPL10A RPL17 RPL21 RPL29 RPL3 RPL30 RPL32 RPL36A RPL8 RPLP2 RPS10P5 RPS28 RPS6 RPS9 RREB1 RSAD1 RXRA RYK SAMHD1 SARAF SARDH SCARB2 SF3A1 SLC25A36 SLC25A37 SLC2A4RG SLC48A1 SMAGP SMPD1 SNHG17 SNN SPINK2 STAT5B SUN1 SYT17 TBXA2R TCEAL4 THBD TMEM131L TMEM30B TNFRSF25 TNS2 TRAM2 TRIB2 TRIM3 TRIM44 TRMT61A TRPS1 TSC22D3 TSPAN32 TTC3 UBP1 UFM1 USP19 UXS1 VILL VIPR1 VPS9D1 WSCD2 XKR8 XPO6 ZBTB18 ZBTB25 ZCCHC14 ZFPL1 ZNF318 ZNF394 ZNF609 ZNF692 ZNF91 ZXDC GSE22886_NAIVE_CD4_TCELL_VS_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_NAIVE_CD4_TCELL_VS_DC_DN AASDHPPT ACO2 ACP5 AKIP1 ALDH3A2 ANXA2P2 ANXA5 AP2M1 AP2S1 ARL8B ARMT1 ATP5F1B ATP6AP2 ATP6V0B ATP6V0E1 ATP6V1B2 ATP6V1D ATP6V1E1 AVPI1 BASP1 BCKDK BET1 CALM2 CANX CAPRIN1 CCR1 CD58 CD63 CD74 CEBPA CLASP2 CLEC7A CLIC4 CLTA COX8A CREG1 CSNK2A1 CSNK2B CST3 CSTA CSTB CTNNA1 CTSB CTSC CTSH CYCS CYREN DAPK1 DCAF7 DERA DPYD DUSP3 DYNC1I2 DYNLL1 EIF4G1 ETFA EXOC1 FCGRT FGL2 FLVCR2 FOCAD FTL GABARAP GCLC GDE1 GHITM GLA GLB1 GLRX2 GNG10 GNG5 GPX1 GRN GSN GSTP1 HACD3 HLA-DMA HLA-DRA HLA-DRB1 HMGCL HSBP1 HSPA1A HTT IDH1 IFI30 IFNGR1 ISOC1 ITGAX ITPRID2 KCTD5 KEAP1 KIAA0930 LAMP2 LAMTOR2 LAMTOR3 LAP3 LARP4B LIMS1 LIPA LY96 M6PR MACROH2A1 MAN2B1 MFAP1 MFN2 MFSD1 MGAT2 MGRN1 MKLN1 MLX MNDA MREG MTHFD2 MTMR6 NCF2 NDUFA8 NFE2L1 NFE2L2 NPTN NRGN OPN3 ORAI3 PGAM1 PGD PI4K2A PLCG2 PLEKHB2 PLOD1 POLR3K PPT1 PRDX1 PRDX3 PRKAR1A PRKCD PSEN1 PSMB5 PYGL RAB13 RAB21 RAB31 RAB7A RCBTB2 REEP5 RHEB RNASE6 RNF130 RNH1 RXRA S100A11 SDCBP SERF2 SH3BGRL SLC1A5 SLC30A1 SLC31A2 SLC7A8 SMC2 SMCO4 SNAP29 SNX1 SPG21 SQSTM1 SRC ST14 STAC STAM2 STX7 SYK SYNGR2 TALDO1 TAX1BP3 TBC1D12 TGFBI TIGAR TIMM17A TIMM8B TM6SF1 TM9SF1 TM9SF2 TMCO1 TMEM33 TSG101 TUBA1B TUBA1C TXNRD1 UBE2A UQCR10 UTP14C VAMP3 VAMP8 VDAC1 VIM VPS41 WDFY3 WSB2 YBX3 ZMIZ1 ZMPSTE24 ZNF267 ZNF804A GSE22886_NAIVE_CD4_TCELL_VS_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_NAIVE_CD4_TCELL_VS_DC_UP ABT1 ACBD4 ACD ADD1 ADPRM ALDOC ANKRD49 APBB1 ARHGEF1 ATG16L1 BCL11B BCL2 BCR BTG1 BTN3A2 BUB3 CAMK2G CAMK4 CASK CBFA2T2 CBLL1 CCDC59 CCNG1 CCR7 CCS CD2 CD247 CD27 CD28 CD3E CD3G CD5 CD6 CD69 CD7 CD96 CDC14B CDC25B CDC37L1 CLEC2D CLUHP3 CYFIP2 CYTH1 DCAF1 DGKD DIDO1 DNAJB1 DOCK9 DPP4 DUSP1 ECSIT EDF1 EEF1G EEF2 EHD1 EIF3E EIF3F EIF3H EPHB4 ETS1 FAM117A FAM169A FBXW4 FGF9 FKBP11 FLT3LG GALT GATA3 GCH1 GPR18 GPX7 GSDMB GUSBP11 GYPC HERC1 HIVEP2 HLA-F-AS1 HLA-J HNRNPA1 HNRNPA3 HOOK1 ICOS IKZF1 IL11RA IL32 INPP4B IPCEF1 ISG20 ITK ITM2C KANSL2 KCNA3 KCNH2 KLF12 KLF9 KLHL20 KMT2A LBH LEF1 LEPROTL1 LGI2 LIG1 LINC00342 LINC00623 LTA LTBP3 MAGEH1 MATR3 MED15 MYLIP NACA4P NCK2 NHERF1 NIPAL3 NOSIP NR4A2 NXT1 PASK PBXIP1 PCBP4 PDE4D PGGHG PIK3IP1 PKIA PLEKHB1 PLSCR3 PPOX PPP2R3B PPP3CC PRKCZ PRR5 PVRIG RAD9A RALGAPA1 RETREG1 RHBG RNF126 RORA RPF1 RPL27 RPL35A RPS10P5 RPS15 RPS17P5 RPS25 RPS3 RPS6KA5 RSAD1 SAFB2 SAP30L-AS1 SF3A2 SGF29 SH2D1A SIGIRR SLC25A38 SLC29A2 SNHG32 SNPH SNRK SPOCK2 SPTBN1 STK17B STK26 SYNE1 SYNE2 TARP TBC1D4 TCF20 TCF7 TESPA1 TMEM204 TNFRSF25 TOMM20 TPD52 TRA2A TRAC TSC22D3 TTN TTPAL TUT4 TXK UBA7 UBASH3A URI1 USE1 UXT VAMP2 VILL VIPR1 VNN2 WDR19 WDR76 XPO6 ZBTB25 ZEB1 ZHX2 ZNF394 ZNF91 GSE22886_NAIVE_CD4_TCELL_VS_MEMORY_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_NAIVE_CD4_TCELL_VS_MEMORY_TCELL_DN ABRAXAS2 ACAP2 ADSL ANKH ANKRD27 AQP3 ARF6 ARHGAP15 ARHGEF6 ARL1 ARL6IP5 ASF1A ATG101 ATP5F1A C21orf91 CAB39 CALM1 CBLL1 CCDC47 CCDC90B CCL18 CCL20 CCND2 CCPG1 CCR4 CD28 CD96 CDC6 CEP57 CHN1 CISD1 CKLF CMPK1 CNBP COPB2 COPS4 CPEB3 CPOX CREBL2 CRKL DAZAP1 DCK DHDDS DIABLO DIPK1A DNAAF2 DPY19L4 DSTNP2 DYNLT3 EID1 EIF2S2 ELK3 EMC2 ENOPH1 ERGIC2 ERLIN1 FANCE FASTKD3 FPGT FUT8 GABARAPL2 GALK2 GALNT7 GAPVD1 GBP1 GCG GCN1 GET1 GIMAP4 GIMAP6 GINS1 GLOD4 GLRA1 GLT8D1 GLUD1 GOLGA5 GPD1L GPKOW GPN3 GPR63 GRAP2 GRK6 GTF2H1 HECA HIGD1A HMOX2 HPS5 IFIH1 IFT57 IL6R INTS5 ISOC1 JRKL KARS1 KCMF1 KDM3B KIF5C LPAR6 LPCAT4 LRIG1 LRRC8D LTB MAEA MCM6 MEOX1 MGAT2 MICU2 MID1IP1 MRFAP1L1 MRPL15 MTREX MTRR N4BP2L2 NBR1 NCK1 NDUFV2 NEK4 NKAPD1 NOC3L NUP62 ORC2 PARK7 PBXIP1 PCNX4 PDCD4 PEX13 PIGV PLP2 PMS1 PNMA1 PNP PPM1D PRDX1 PTPRCAP RBL1 RCHY1 RDH11 RDX RHPN1-AS1 RIOK2 RNF34 RPS6KA3 RTRAF RWDD1 SDF2 SEC11A SEC61G SEM1 SHOC2 SIRT1 SKP1 SLAMF1 SLC35G2 SLC39A8 SNX5 SORL1 SRSF5 SSTR1 ST8SIA1 ST8SIA4 STXBP3 SUPT16H TAF5 TBL3 TBPL1 TCF12 TLK1 TM9SF2 TMCO1 TMED2 TMEM123 TMEM50B TNKS2 TOR1A TPD52L2 TPM1 TPM4 TRAF5 TRAPPC11 TRIP4 TSNAX TTF2 TUFT1 TUT7 UBA2 UBL4A UFM1 UNG USP1 VPS33A VPS4B WDR76 WTAP XPOT YWHAZ ZBTB6 ZFAND6 ZFP36L1 ZFR ZNF133 GSE22886_NAIVE_CD4_TCELL_VS_MEMORY_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_NAIVE_CD4_TCELL_VS_MEMORY_TCELL_UP AASS ABT1 AIF1 ALDH3B1 ALOX12P2 ANKZF1 AP4S1 AQP6 ARID3B ARID5A ASCC1 ATG16L1 BANP BBOF1 BCL2L10 BCL7A BEST1 BTNL3 C2 C3orf18 CADM4 CARD9 CCDC28B CCDC71 CD22 CD248 CD55 CDC42EP4 CDKN2B CELF3 CEP152 CERS6 CLTCL1 CLUH COL6A1 CORT CRCT1 CRH CRISP2 CRMP1 CRTC1 CTSV CYP3A4 DBT DCLRE1C DENND5A DHRS3 DMWD DNASE1L2 EFNA3 ELANE EPHB4 ERCC3 ETV7 EVX1 FAM110D FAM169A FAM83E FGA FGFBP1 FOXA2 FOXB1 FXYD2 GABARAPL3 GAS7 GFOD2 GNG7 GNGT1 GOLGA2 GP1BA GPATCH8 GPR4 GRIK5 GRINA GSAP GUCA2A GUSBP3 H2AC15 HAPSTR1 HAUS2 HBP1 HEBP1 HNF1B HOXB9 HSPBAP1 HSPG2 ID4 ILF3 INTS1 IPP IRAG2 JRK KCNMA1 LARS1 LGALS13 LIM2 LINC00342 LINC01565 LINC01711 LMF1 LTBR LY86 LZTS3 MACF1 MAD2L1BP MISP MMP8 MPO MRTFA MTPAP MYBL2 MYO15B MZF1 N4BP2L2-IT2 NAT9 NECTIN2 NOL6 NOTCH2NLA NPHS1 NPIPA1 NSDHL NUMA1 OPN1SW PADI4 PAK3 PARP16 PDE4C PECAM1 PGF PIAS4 PICK1 PIERCE1 PKIG PKN2 PLAU PLK3 PLPPR2 PNOC POMZP3 POU3F1 PRB1 PRKAR1B PRSS1 PSD PTGER1 RABGAP1 RAX REC8 RIN1 RXRA S100A14 SAMD4B SAP30L-AS1 SATB1 SCN1B SCN2B SCNN1A SEMA4G SH2B2 SIPA1L1 SIPA1L3 SKA1 SLC16A10 SMARCB1 SMG5 SNPH SORBS3 SOX4 SPINK2 SSBP3 ST3GAL4 SUGCT TFAP4 THAP4 THBD TKT TM7SF3 TMED1 TMEM260 TMEM59L TNNT2 TRMU TSPAN32 TSPYL2 TTN UNC93B1 VPS11 WASF1 XDH ZBTB20 ZBTB32 ZNF395 ZNF467 ZNF750 GSE22886_NAIVE_CD4_TCELL_VS_MONOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_NAIVE_CD4_TCELL_VS_MONOCYTE_DN ABHD5 ACSL4 ADAP2 ADGRE2 AKR1A1 ALOX5 ANXA2 ANXA2P2 AP1S2 APOBEC3A ARHGAP26 ARHGEF10L ASAH1 ATP10D ATP6V0B ATP6V0D1 ATP6V1A BCL6 BID C5AR1 CAPG CAPZA1 CASP1 CCR1 CD14 CD36 CD93 CDC42EP3 CEBPD CHST15 CKAP4 CLCN6 CLEC4A CLEC7A COQ2 CORO1C CREG1 CSF2RB CSF3R CSTA CTBP2 CTNNA1 CTSA CTSB CTSH CTSS CYBB CYRIA DAPK1 DIAPH2 DMXL2 DOK1 DPYD DUSP3 DUSP6 E2F3 EIF4E2 EXOC1 FBP1 FCER1G FCGR2A FCN1 FEZ2 FGL2 FGR FKBP15 FLVCR2 FOS FPR1 FTL FUT4 GAB2 GABARAP GAPDH GCA GLB1 GLRX GLRX2 GLUL GNG10 GNS GPX1 GRN HCK HEXB HK3 HSBP1 HSPA1A IFI30 IFNGR1 IFNGR2 IGSF6 IL6R ILK IRAK3 IRF8 ITGAM KCNMB1 KCTD12 KLF10 KLF4 LAT2 LGALS3 LILRA2 LILRB1 LILRB2 LILRB3 LY96 LYZ MANBA MARCKS MED8 MEGF9 METTL9 MFSD1 MGAT1 MICAL2 MNDA MTMR14 NADK NAGK NCF1C NCF2 NCOA4 NEU1 NFE2 NIT1 NOD2 NOTCH2 NPC2 NPTN NSF NUP62 OAZ1 PCTP PDLIM5 PGD PILRA PISD PLBD1 PLCG2 PLSCR1 PLXNB2 PLXNC1 PPFIA1 PRKCD PSAP PTGS1 PTPRE PTTG1IP QPCT RAB31 RAB32 RIN2 RNF130 RXRA S100A11 S100A12 S100A8 S100A9 SCPEP1 SDCBP SEMA4A SH2B3 SIGLEC9 SIRPA SLC11A1 SLC15A3 SLC16A6 SLC27A3 SLC31A2 SLC7A7 SMCO4 SNX10 SNX11 SPI1 STX12 STX7 SYK TALDO1 TBC1D12 TBC1D2 TIMM8B TIMP2 TLR2 TNFAIP2 TNFRSF10B TNFSF13 TNS3 TPP1 TUT7 TYMP UBA3 UBE2D1 VAMP3 VCAN VNN2 WASHC4 YBX3 ZMIZ1 GSE22886_NAIVE_CD4_TCELL_VS_MONOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_NAIVE_CD4_TCELL_VS_MONOCYTE_UP ABCA5 ABLIM1 ADGRL1 ADNP2 ADPRM AKTIP ALDOC AMMECR1 AP3M2 APPL2 AQP3 BACH2 BAG2 BCL11B BCL2 BEX3 BIN1 BNIP3 CAMK4 CBLB CCND2 CD247 CD27 CD28 CD3D CD3E CD3G CD40LG CD5 CD6 CD69 CD7 CD96 CDC25B CDR2 CHD7 CHMP7 CLEC2D CLK1 CLUHP3 DEFA4 DENND2D DGKA DNAJC9 DOCK9 DPP4 ECHDC2 EEIG1 ENO2 EPHX2 ETS1 FAM169A FBLN5 FBXW4 FCMR FLT3LG GAMT GNB5 GOLGA8B GPR171 GPR18 GPRASP1 GSDMB GYPC GZMA GZMM HAUS3 HKDC1 HMOX2 HSD17B8 HSF2 HSPB1 ICOS IL32 INPP4B INSL3 IPP ITGA6 ITK ITM2A ITM2C ITPR3 KIF21B KIF5C KLHL3 LBH LCK LDLRAP1 LEF1 LIG1 LIME1 LINC00342 LPIN1 LRBA LRIG1 LRRN3 LTBP3 LTBP4 LY9 MAGED1 MAL MCF2L MGAT4A MLLT3 MPRIP MYLIP NAP1L3 NCK2 NELL2 NIPAL3 NOSIP NR3C2 NUCB2 NXT1 OXCT1 P2RY10 PASK PBXIP1 PDCD4-AS1 PDE4D PIK3R1 PILRB PJA1 PKIA PLCG1 PLEKHA1 PLEKHB1 PRKCA PRKCH PRKCQ PRMT1 PRMT2 PRR5 PTPN4 PTPRCAP PVRIG QTRT1 RAB33A RETREG1 RNASEH1 RORA S1PR1 SEL1L3 SESN1 SETMAR SH2D1A SH3YL1 SIDT1 SIRPG SKAP1 SLC16A10 SLC25A38 SLC38A1 SMPD1 SMYD3 SNPH SPOCK2 STMN3 SYNE2 TBC1D4 TENT5C TESPA1 TLE2 TMEM14A TMEM204 TMEM30B TNIK TNRC6B TOX TP53TG1 TPD52 TRAC TRAF5 TRAT1 TRAV8-3 TRBC1 TRIB2 TRMT11 TSR2 TXK UBASH3A UNC119B UNG WDR76 ZAP70 ZBTB20 ZBTB25 ZNF136 ZNF14 ZNF224 ZNF331 ZNF394 ZNF506 ZNF529 ZNF551 ZNF76 ZNHIT6 GSE22886_NAIVE_CD4_TCELL_VS_NEUTROPHIL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_NAIVE_CD4_TCELL_VS_NEUTROPHIL_DN AKR1C4 ALOX5 ANGPT4 ANXA13 AP1M2 APBA1 APOBEC3A AQP9 ARPC5 ASRGL1 ATOSB ATP6V1B2 B3GNT3 B4GALT1 BAMBI BASP1 BCL2A1 BCO1 BID BMP10 C5AR2 CARD14 CD302 CD33 CD8A CEBPB CEBPD CFTR CHP2 CHST4 CKLF CLCN5 CLEC7A CNR2 CPPED1 CSF2RB CSTA CTBS CXCL1 CXCR2 CYB5R4 DDR1-DT DDX4 DENND1A DGKG DHRS9 DPEP3 DRAM1 ECHDC3 EFNB1 EGFR EPHB1 ESR2 F2RL1 FCGR2A FCGR3B FGL2 FHL3 FPR1 FTL FUT9 GAL GALNT14 GCA GK3 GLUL GNAT2 GNG10 GPC3 GPR75 GRIK3 GSN H2AC6 H2BC5 H3C10 H4C8 HAO1 HCAR3 HLA-C HSD11B1 HSPA1A HSPA6 IER3 IL3RA IL4 IL9R KCTD15 KRT19P2 KRT32 LALBA LAMB2 LAMP2 LAT2 LHX2 LHX6 LIMK2 LINC00652 LITAF LST1 LY6G6C LY96 MMP7 MNDA MPP3 MPZL1 MSRB1 MTARC1 MTHFS NAMPT NCF2 NCOA4 NFASC NR0B2 NR1H4 NR6A1 NRN1 OVOL2 P2RY13 P2RY2 PAMR1 PDCD1LG2 PDK4 PHC2 PI15 PLA2G1B PLEKHO2 PLSCR1 PLXNC1 PPEF1 PPP4R1 PRKCE PROZ PRUNE2 PTGS1 PTGS2 QPCT RAB20 RAB32 RAB36 RAPGEF5 RGS4 RNF141 RORB RPGRIP1 RPS6KA2 RSAD2 RTN2 RUBCNL S100A12 S100A2 S100A9 S100P SAMD4B SASH1 SDC2 SDCBP SDF2 SEC14L1 SERHL2 SFRP1 SLC17A5 SLC18A1 SLC39A2 SLC5A12 SLC7A11 SMAD9 SMCO4 SMIM27 SOD2 SOGA1 SRGN SSH3 ST7L ST8SIA5 STAM2 STX3 SYK TACR3 TALDO1 TFF3 TGFB3 THEG TLR6 TNFRSF10C TNFRSF9 TNFSF10 TREM1 TUBA1A TUSC3 TXNRD3 VDR VIP VNN2 VNN3P ZCCHC24 ZIM2 ZNF185 ZNF552 GSE22886_NAIVE_CD4_TCELL_VS_NEUTROPHIL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_NAIVE_CD4_TCELL_VS_NEUTROPHIL_UP ABCB7 ACTR6 ACVR1 ADH5 ADNP2 ADPRM AIDA ALG13 ARIH2 ARPC5L ASNS ATP1B3 ATXN10 BAG3 BCL11B BCR BEX4 BRD7 C12orf29 C19orf53 C9orf78 CAPN2 CCR7 CD2 CD3G CD4 CD6 CD7 CD96 CDC23 CDC25B CEP68 CGRRF1 CLEC2D CLSTN1 COPZ1 CYB5B DAZAP1 DDX1 DDX19A DDX28 DDX46 DFFB DOCK9 DRG1 DUSP2 EIF1AX ENO2 ENOSF1 EPRS1 EXOSC8 EZH2 FAM169A FAM20B FBXL14 FBXO7 FBXW4 GALT GANAB GATA3 GATAD1 GLUD2 GSDMB GYPC HBS1L HDDC2 HEATR3 HLA-DPB1 HLA-F-AS1 HLTF HMG20A HSD17B10 IARS2 IBTK IDH2 IFT57 IL10RA IMP3 IMP4 INPP4B ITGB1BP1 ITK ITM2A JOSD1 KANSL2 KLF9 KLHL20 LAX1 LBH LEF1 LEPROTL1 LIN7C LIPT1 LRIG1 LSM5 LYRM4 MACF1 MAD1L1 MAIP1 MAP3K4 MAT2A MCFD2 MDFIC MDH1 METTL3 MPHOSPH10 MPHOSPH9 MRPS31 MYC NAGPA NAXD NCL NDUFAB1 NELFCD NIPSNAP2 NMT1 NSUN5P2 NUCB2 NUDT21 NUTF2 PAN2 PIEZO1 PIK3R1 PJA1 PLEKHA1 POLR3E POP5 PRKCA PRPF19 PRPS1 PSMB7 PTDSS1 RAB4A RANBP6 RGCC RHOH RNASEH1 S1PR1 SCAMP3 SEH1L SEPTIN6 SETD6 SF3A3 SF3B3 SIRPG SLC25A36 SMARCA4 SPAG7 SPTBN1 SRSF10 SRSF3 SRSF6 SSB SSRP1 ST13 SUCLG1 SUCLG2 SUMO3 SUN1 SUN2 SUPT7L SYNJ2BP TAF1C TARS1 TBC1D4 TES TGIF1 THAP11 TIAM1 TMEM109 TMEM267 TOE1 TOMM70 TP53TG1 TRAK2 TRMT11 TSC1 TTC31 TUFM TXK UBA2 UBASH3A UPF3A URI1 USP24 YRDC ZAP70 ZBTB20 ZC3HAV1 ZDHHC6 ZNF22 ZNF32 ZNF331 ZNF451 ZNF512B ZNF551 ZNF862 ZNF91 ZNHIT3 ZNHIT6 GSE22886_NAIVE_CD4_TCELL_VS_NKCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_NAIVE_CD4_TCELL_VS_NKCELL_DN ABHD2 ACSL3 ACTR8 ALAS1 ALOX5AP AOAH AP5M1 APOBEC3C APOBEC3G AQR ARAP2 AREL1 ARHGAP33 ARHGEF12 ASPM ATG12 ATP10D ATP6V1A BARD1 BAZ2B BCL2L2 BIRC2 BLM C17orf75 C1orf174 C2CD3 C5orf15 CBLB CDC42EP3 CDK12 CHST12 CLIC3 CLTC COPB1 COPB2 CPD CREB3L2 CTBP2 CTR9 CTSO DCAF7 DCUN1D1 DDX23 DUSP22 ENPP4 EOLA2 FAIM FAM13B FEZ2 FMR1 GALNT3 GALNT7 GGNBP2 GMEB1 GSN GTF2E1 HARS2 HIPK2 HLTF HSPA1A IDH1 IGF2R IL18RAP INPP1 INTS6 ITCH KEAP1 KIFAP3 KIR2DL4 KLHDC10 KLRD1 KMT5B KPNA3 KRIT1 LAMP1 LARP7 LASP1 LAT2 LPIN1 LRCH3 MCF2L2 MCTP2 MED20 MED8 MLEC MMUT MRFAP1L1 MRPS22 MTG1 NARF NCAM1 NCR1 NDUFAF1 NEK7 NPC1 NRF1 NUP107 NUP133 NUP43 PCTP PDCL PHF21A PHTF1 PIGB PIGV PLAGL1 PLCG2 PLEKHO2 POLD3 POLE2 PON2 PPP1R3D PPP1R8 PRKAR1A PSME4 PSPC1 PTPN22 PTPRC PTPRE RAB5A RAC1 RAD23B RAD50 RFX7 RHBDF2 RNF115 RNF34 RNF4 RRAS2 RSF1 S1PR5 SART3 SEC24C SECISBP2L SEL1L SEPHS2 SLC27A3 SLFN12 SMAD5 SNAP29 SNX5 SPATA5L1 STAMBP STAU2 STK39 STOM STX4 STX6 STX7 SUCLA2 TAPBPL TARDBP TBC1D31 TBL1X TCF12 TFIP11 THOC2 TIMM8B TINF2 TIPRL TM6SF1 TMEM87A TNFRSF1A TNPO1 TOR1B TOX TRAF5 TRIM58 TRIP12 TRIP4 TUT7 TXNDC9 UBB UBE2W UBXN4 UCK2 UNC50 USP8 UTP11 UTP14C VPS26A VPS41 VPS4B WIPF1 XCL1 YARS1 YES1 YPEL1 ZDHHC17 ZFAND6 ZFYVE16 ZMPSTE24 ZNF12 ZNF226 ZNF264 ZNF544 ZSCAN26 ZWILCH GSE22886_NAIVE_CD4_TCELL_VS_NKCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_NAIVE_CD4_TCELL_VS_NKCELL_UP ABT1 ADARB1 ADTRP AIP AKAP1 ANGPT2 AP1G2 APOA4 AQP3 ARL2BP ARTN ATP1A1 BAG3 BCAT2 BCLAF1 BIRC7 C8orf33 CACNA1I CAD CALM3 CAMK4 CASP6 CBR3 CCNC CCNE1 CD27 CD28 CD4 CD40LG CD5 CDR2 CHMP7 CNN2 COPZ1 CRMP1 CSGALNACT1 DAGLA DAP3 DGKA DLGAP4 DNAJB1 DPP4 EEF2 EIF3D EPHB4 EPHB6 ETNK2 FABP6 FAM171A1 FBLN5 FCER2 FCGRT FLT3LG FOXO1 GABBR1 GAMT GAS2L1 GCFC2 GFRA3 GGT1 GNB5 GNG11 GPR162 GPSM3 GRAP GRPR GRSF1 GSN-AS1 HBS1L HBZ HDHD3 HMGA1 HSPB1 HTR3B ICOS ID3 IL23A INF2 INPP4B INSL3 IRS4 IZUMO4 JUNB KAT8 KCNC3 KCNQ1 KCTD17 KIF5C LEF1 LIPE LOXL1 LRCH4 LTB LY86 LYPD3 LZTS3 MACROH2A2 MAL MALT1 MAP4K2 MAP4K4 MAST4 MCF2L MCUB MEST MISP MORC4 MPP1 MSL3 NCK2 NELL2 NFATC1 NOL6 NOSIP NR4A2 OBSCN OSBP2 PABPC4 PAFAH1B3 PASK PBXIP1 PCP4 PEMT PHF1 PIDD1 PKIA PLEKHB1 PLEKHM2 PLK3 PPP1CC PRKCA PRKRA R3HDM4 RAB40C RAPGEFL1 RCE1 RERE RETREG1 RGS14 RPS6 RPS6KA2 RPUSD2 RSPH14 SARAF SCMH1 SEC31B SEMA3B SERINC5 SERPINA2 SF3A2 SFRP5 SIRPG SLC16A10 SLC25A37 SLC48A1 SMU1 SMYD5 SNRNP40 SNU13 SRP14 SRRM1 STK17B STMN3 SUGCT SUN1 SUSD4 TAF6 TBC1D4 TBX2 TFB1M THAP7 TJP3 TLE2 TMEM243 TMEM30B TNFRSF10B TNFRSF10D TNFRSF25 TNFSF8 TNS2 TOM1 TRAC TRAV8-3 TRMT1 TSPYL2 TTC19 TTN TUBBP5 UBASH3A UNC119 VIPR1 VTCN1 WWP1 ZNF467 ZNF580 ZNF771 GSE22886_NAIVE_CD8_TCELL_VS_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_NAIVE_CD8_TCELL_VS_DC_DN ABHD6 ACO2 ANXA2 ANXA2P2 ANXA5 AP2M1 AP2S1 AP3B1 ARHGEF11 ARL8B ATP1B1 ATP6AP2 ATP6V0B ATP6V0E1 ATP6V1A ATP6V1B2 ATP6V1E1 ATP6V1F ATPAF2 BASP1 BCKDK BID CAPRIN1 CAPZA2 CAT CC2D1A CCDC47 CCR1 CD58 CD63 CD74 CD83 CEBPA CLASP2 CLEC7A CLTA CORO1C CREG1 CRIM1 CSNK2A1 CST3 CTNNA1 CTSB CTSH CTSS CYFIP1 CYP51A1 CYREN DAB2 DAPK1 DCAF7 DLD DOLK DPYD DSE DUSP3 EGR2 ENTPD1 ETFA FABP5 FCER1G FCER2 FEZ2 FLVCR2 FPGT FTH1 FTH1P5 FTL GABARAP GCA GDE1 GLRX2 GLUL GNG10 GNG5 GPR137B GPX1 GRB2 GSN HCCS HHEX HLA-DMA HLA-DMB HLA-DQA1 HLA-DRB1 HMGCR HOMER2 HSBP1 HSPA4 HTT IDH1 IFI30 IMPDH1 ITPRID2 JPT1 KCTD5 KIAA0930 KLHL2 LAMP2 LAMTOR3 LAP3 LAPTM4A LMO2 LST1 LTBR LY96 M6PR MACROH2A1 MAN2B1 MDH1 MFSD1 MGST2 MNDA MPC1 MTHFD2 NAGA NCSTN NDUFV2 NFKBIE NPTN NQO1 ORAI3 PCBD1 PGAM1 PGD PI4K2A PLBD1 PLCG2 PLIN3 PLOD1 PNPLA6 POGK PPT1 PSEN1 PSEN2 PSMB5 PTGS1 RAB11FIP1 RAB13 RAB31 RAC1 RAPGEF2 RCBTB2 RCOR1 RIT1 RNASE6 RNF130 RNH1 RREB1 RXRA S100A11 SELENOT SERF2 SH3TC1 SLC11A2 SLC16A6 SLC1A5 SLC31A2 SLC3A2 SLC4A2 SLC7A8 SMCO4 SNX1 SNX13 SNX2 SNX3 SNX5 SOAT1 SPART SPG21 SPTSSA STAC SUOX SYK SYNGR2 TAX1BP3 TBC1D12 TFG TGFBI TIAM1 TM6SF1 TM9SF1 TMEM70 TOP1 TOR4A TRAPPC3 TUBA1B TUBA1C TUBB6 TXN VAMP3 VAMP8 VDAC1 VIM VPS41 WDFY3 WSB2 ZFYVE21 ZMIZ1 ZNF804A GSE22886_NAIVE_CD8_TCELL_VS_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_NAIVE_CD8_TCELL_VS_DC_UP AATF ABCD2 ACD ADARB1 ADPRM ADRB2 AGAP1 AKTIP ALDOC APOBEC3G ARHGAP5 ATP8A1 BACH2 BCL11B BCL2 BICRAL BTN3A1 BTN3A2 CACNA2D2 CAMK2G CCDC25 CCDC59 CCDC88C CCNB1IP1 CCNG1 CD160 CD2 CD28 CD3E CD5 CD6 CD7 CDC25B CDC7 CLEC2D CLUHP3 CTDSP1 CX3CR1 CYFIP2 CYTH1 DDX60 DGKD DKC1 DNAJB1 DOCK9 DPH5 DSC1 DUSP1 DYRK1A EEF2 EEIG1 EHD1 EIF2D EIF3E EIF3F EIF3H EIF4B ETS1 EZR FGF9 FLT3LG FOXJ3 GALT GCDH GCFC2 GP5 GPR171 GPR18 GPRASP1 GRAP2 GVINP1 GYPC GZMA HIVEP2 HLA-F HNRNPA1 HNRNPD HNRNPUL1 HOPX ICAM2 ICOS IKZF1 IKZF5 IL11RA IL2RB IL32 INPP4A INPP4B INTS15 IPCEF1 IRF3 ITM2A ITPR3 JADE2 KLRG1 KMT2A LEPROTL1 LIME1 LINC00342 LINC00623 LRBA LSR LTB LTBP3 MAGED2 MAPRE2 MATR3 MEX3C MLLT11 MLLT3 MOAP1 MYLIP MZT2A MZT2B NACA4P NCALD NCK2 NIPAL3 NKG7 NOSIP NR3C2 NRF1 NXT1 OGG1 PASK PBXIP1 PCSK7 PDCD4-AS1 PDE4B PIGA PIM2 PIP4K2A PLEKHB1 PMS2P5 PRF1 PRIM1 PRKCQ PRKCZ PRR5 PSMD4 PTPN4 PTPRCAP PVRIG RABAC1 RAD51B RBM10 RETREG1 RLN2 RNF126 RPF1 RPL10L RPL14 RPL19 RPL28 RPL30 RPL35 RPL35A RPL36 RPL6 RPS15 RPS25 RPS9 RRAS2 SAP30L-AS1 SERPINB9 SIDT1 SLC16A7 SNRK SNRPD2 SP110 STAT5B STK17B STK38 SYNE2 TARP TBC1D4 TCF7 TGIF2 TMEM131L TPT1P8 TRANK1 TSC22D3 TSPYL4 TTPAL TUT4 TXK UBA52 UBA7 UBASH3A UXT VAMP2 VNN2 VPS51 WRAP53 YES1 ZAP70 ZBTB25 ZFTA ZNF430 ZNF529 GSE22886_NAIVE_CD8_TCELL_VS_MEMORY_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_NAIVE_CD8_TCELL_VS_MEMORY_TCELL_DN ABR ACAP2 ACAT2 ACP5 ACVR1 ADD3 ADGRE1 AFAP1 AGFG2 AHR AKT2 ALCAM ANKRD55 ANP32E AP2B1 AP3M2 APP AQP3 AR ARID5B ASPHD1 ATP11A ATP1A1 ATP8B2 BAMBI BCAP29 BIRC3 BLVRA CAB39 CALM1 CAPG CAPZB CASP2 CAST CBFB CBLL1 CBR3 CCDC47 CCND2 CCR10 CCR4 CD4 CD40LG CD44 CD5 CD52 CDC5L CDKN1B CHN1 CHST7 CMPK1 CORO1B CREBL2 CRIP1 CRIP2 CRKL CSGALNACT1 CTNNB1 CTSB CYLD DAZAP1 DCAF17 DEGS1 DEK DENND2A DSCC1 DSTN DSTNP2 EDEM1 EID1 EIF4EBP2 EIF4G2 ELK3 ELOVL5 EPB41L2 EPHA4 ERH ETS1 EVI2B EXOSC1 FAM117A FAS FBXL8 FBXO34 FHL1 FLI1 FUT7 GATA3 GATAD2A GLOD4 GOLGA7 GOLPH3 GPR183 GPR25 GSR GTPBP3 HECA HIF1AN HIVEP2 HNRNPA0 HNRNPA1 ICA1 ICOS IFNAR2 IL1R1 IL4R IL6R INPP4B ITM2B KCNC4 KIFBP LDHA LILRB5 LIMS1 LPAR6 LRIG1 MAGEH1 MAP3K1 MDFIC MFGE8 MFHAS1 MINDY1 MMP15 MTM1 MUC2 NEFL NETO2 NFYC NPDC1 ORC2 PACSIN2 PBXIP1 PDS5A PEX13 PGRMC1 PHTF2 PIGC PIM2 PLP2 PPP3CA PPP4R3A PRNP PRR14L PTBP1 PTGER2 RAB14 RAD23B RAP1A RASGRP1 RBL1 REEP4 RNASET2 S100A4 SAMSN1 SARDH SEC31A SEPTIN9 SESN1 SFMBT1 SLAMF1 SNX15 SQOR ST8SIA1 STK24 SUSD6 SYNE3 TAF15 TAGLN2 TBCCD1 TECPR2 TIAM1 TIMP1 TLK1 TMBIM6 TMEM123 TMOD3 TMX4 TNFRSF25 TNFRSF4 TNFSF10 TNKS2 TPMT TRA2A TRADD TRAM1 TRAPPC3 TRIB2 TRIM25 TSPAN5 TUFT1 UFM1 UPF3A USP10 USP3 VPS33A WDR76 XRCC6 ZC2HC1A ZFP36L1 GSE22886_NAIVE_CD8_TCELL_VS_MEMORY_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_NAIVE_CD8_TCELL_VS_MEMORY_TCELL_UP ABCF1 ACSF2 ACY1 ADAP1 ADRB2 AGAP1 ANAPC1 APMAP AQP6 ATM ATP8A1 ATP8B1 BRD3OS BTK C12orf43 C2CD3 CACNA2D2 CARD9 CBLB CCDC69 CCDC86 CCHCR1 CD160 CD248 CD79A CD8A CD8B CEP250 CHD9 CHST12 CIAPIN1 COL6A2 CORT CPZ CRTAM CSDC2 CUX1 CX3CR1 CYP2A13 CYP3A4 DAPK2 DBT DCLRE1C DHX32 DOCK3 DPP8 DSC1 DYSF EI24 EIF4G3 EMX1 EPN3 FAM114A2 FAM135A FBXW12 FCGBP FOXA2 FOXC1 FOXH1 GALNT11 GAS1 GMIP GOLGA2 GOLGA8H GPR182 GSAP GSE1 GTDC1 GTF2H3 GTF3C1 GZMB GZMH GZMK H4C3 HAUS2 HNF1B HOMER1 HOXB9 HSD17B8 INTS14 IP6K1 IPP IVD KIAA0753 KLRC3 KLRC4 KLRG1 KLRK1 LANCL2 LARS1 LBH LRIF1 LRRC3 LRRN3 MAP3K12 MATK MCM2 MDC1 MED16 MFSD11 MPHOSPH9 MRPL41 MT1F MYBL1 NAA38 NAT10 NCR3 NEK1 NELL2 NKG7 NPFF NPFFR1 NRCAM NUCB2 OGFOD1 OSGIN1 OVGP1 P2RY13 PADI4 PAK4 PARP16 PCCB PDE4C PDGFRB PDX1 PECAM1 PGF PIAS4 PKD2 PLEK POLM POLR1B PPT2 PRF1 PRKAG1 PRKAR1B PRR36 PRR5 PRRG4 PTCD2 PTCH1 PTPRO PUS7L RALBP1 RPGR SCCPDH SCN2B SDHAP1 SEMA6C SFSWAP SH3BP2 SH3BP4 SIDT1 SIDT2 SLAMF7 SLC14A1 SLC35E1 SLC5A3 SNED1 SPATA7 SPG11 SPOP SREBF1 SUGCT SULT1B1 SYNGR1 SYTL2 TARP TBC1D1 TCF3 TCF7 TCF7L2 TENT5A TLL2 TMED1 TMEM97 TRNAU1AP TSPAN32 TSPOAP1 UBQLN4 UROS VNN2 WDR12 WDR37 XDH YBX3 ZBTB32 ZDHHC24 ZFTA ZKSCAN7 ZNF200 ZNF22 ZNF232 ZNF721 ZNF91 GSE22886_NAIVE_CD8_TCELL_VS_MONOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_NAIVE_CD8_TCELL_VS_MONOCYTE_DN ABHD5 ACOT9 ACSL1 ADAP2 ADPGK AKR1A1 ALOX5 ANXA2 ANXA2P2 AP1S2 APLP2 APOBEC3A APP ARAP1 ARHGAP26 ARID3A ASAH1 ATG7 ATP6V1A BACH1 BCL3 BCL6 BID C5AR1 CAPG CAPZA1 CCR1 CD14 CD33 CD36 CD93 CDC42EP3 CEBPD CERT1 CFP CHST15 CKAP4 CLCN6 CLEC4A CLEC7A COQ2 CORO1C CPVL CREG1 CSF1R CSF2RB CSF3R CST3 CSTA CTBP2 CTNNA1 CTSB CTSH CTSS CYBB CYRIA DAPK1 DHRS7B DMXL2 DPYD DUSP3 DUSP6 ETV6 EXOC1 EXT1 FBP1 FCER1G FCGR2A FCN1 FEZ2 FGL2 FGR FLVCR2 FPR1 FTH1P5 FTL GAB2 GCA GLUL GNS GPX1 GRN HCK HEXB HMOX1 HS1BP3 HSPA1A IFI30 IFNGR1 IFNGR2 IGSF6 IRAK3 IRF8 KCNMB1 KCTD12 KLF4 LAPTM5 LAT2 LEPROT LGALS3 LILRA2 LILRB1 LILRB2 LILRB3 LTBR LY96 LYN LYZ MAFB MANBA MARCKS MBOAT7 MCTP1 METTL9 MFSD1 MGAT1 MNDA MS4A6A MTMR11 MTMR14 NADK NAGK NCF2 NCOA4 NOD2 NOTCH2 NPC2 NPL OAZ1 PGD PILRA PISD PLAGL1 PLBD1 PLCG2 PLXNB2 PLXNC1 PPFIA1 PPM1H PRKCD PSAP PTAFR PTGS1 PTPRE PTTG1IP QPCT QSOX1 RAB31 RAB32 RIN2 RNF130 RTN1 RXRA S100A11 S100A12 S100A8 S100A9 SAT1 SDCBP SEMA4A SERPINA1 SH3TC1 SIGLEC9 SIRPA SLC11A1 SLC15A3 SLC16A3 SLC16A6 SLC1A5 SLC27A3 SLC31A2 SLC7A7 SMCO4 SNCA SNX11 STX12 SUOX SYK TBC1D12 TBC1D2 TET3 TFE3 TGFBI TIMP2 TLR2 TMEM127 TNFAIP2 TNFRSF10B TNFRSF1B TNFSF13 TNS3 TOR4A TYROBP USP15 USP3 VAMP3 VCAN WARS1 WASHC4 ZMIZ1 GSE22886_NAIVE_CD8_TCELL_VS_MONOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_NAIVE_CD8_TCELL_VS_MONOCYTE_UP ABCD2 ABHD14A ABLIM1 ADARB1 ADGRL1 ADNP2 ADPRM AKTIP ALDH5A1 ALDOC AMMECR1 AUTS2 BACH2 BAG2 BCAS4 BCL11B BNIP3 CAMK2N1 CBLB CD160 CD2 CD247 CD27 CD28 CD3D CD3E CD3G CD5 CD6 CD69 CD7 CD8A CD8B CD96 CDC25B CEP68 CLEC2D CLIC3 CLK1 COL6A2 CXCR3 DDHD2 DENND2D DNAJB1 DNAJC9 DOCK9 DPP4 DSC1 ECHDC2 EEIG1 ENO2 EPHX2 ETS1 FCMR FHL1 FLT3LG GALNT12 GATA3 GCFC2 GNLY GP5 GPR171 GPR18 GPRASP1 GRAP2 GZMA GZMB GZMH GZMK HAUS3 HMOX2 HOPX HSD17B8 IL18R1 IL18RAP IL21R IL2RB IL32 INPP4B ITGA6 ITK ITM2A ITPR3 JADE2 KIF21B KLF3-AS1 KLRB1 KLRC3 KLRG1 KLRK1 LBH LCK LDLRAP1 LEF1 LIG1 LIME1 LINC00342 LINC00623 LPIN1 LRBA LRIG1 LRRN3 LSR LTB LTBP3 LY9 MACF1 MAGED1 MAL MECP2 METTL4 MGAT4A MLLT3 MOAP1 MSH2 MYBL1 NAA40 NAP1L3 NCALD NCK2 NCR3 NELL2 NIPAL3 NKG7 NOSIP NPRL2 NR3C2 NRCAM NUCB2 P2RY10 PASK PDCD4 PDCD4-AS1 PDE3B PJA1 PLCG1 PLEKHB1 PPWD1 PRAF2 PRF1 PRIM1 PRKCA PRKCQ PRMT1 PRMT2 PRR5 PTCH1 PTPN4 PTPRCAP PVRIG RAB33A RAPGEF6 RNF144A RORA RRAS2 RRP1B RUNX3 RWDD2A S1PR1 SACS SERPINI1 SH2D1A SH3YL1 SIDT1 SIRPG SKAP1 SLC38A1 SLC39A14 SMPD1 SMYD3 SP140 SPOCK2 SUPT3H SYNE2 TBC1D4 TFDP2 TGFBR3 TMEM204 TPD52 TRAF5 TRIB2 TRMT11 TSPAN5 TSPYL4 UBASH3A UNC119B UNG USP11 USP9Y YES1 ZAP70 ZBTB25 ZFTA ZMYND11 ZNF506 ZNF529 ZNF573 ZNHIT6 ZSCAN18 GSE22886_NAIVE_CD8_TCELL_VS_NEUTROPHIL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_NAIVE_CD8_TCELL_VS_NEUTROPHIL_DN ABCB9 ACSL1 ADAM28 ADAM30 ADGRG3 ALOX5 ALOXE3 ANGPTL2 ANXA13 APBA1 APH1B AQP9 ARPC5 B3GNT3 BAMBI BASP1 BCL2A1 BRCA1 C3orf36 C5AR1 C5AR2 CAMP CCDC170 CCL16 CCL8 CCRL2 CD33 CD4 CDC42EP4 CEBPB CEBPD CFTR CHEK2 CHP2 CHRDL1 CHST4 CLEC7A COQ8B CSF2RB CSTA CTSS CXCL1 CYB5R4 CYBB CYP2A7P1 DDN DDR1-DT DGKG DHRS9 DNAAF1 DNASE1L3 DPEP3 DRAM1 DYRK3 ECHDC3 ENDOU EPHB1 ERC2-IT1 ESR2 FAM163A FAS FCGR3B FGL2 FOLH1B FPR1 FRAS1 FTH1 FTH1P5 FUT9 GALNT14 GCA GLUL GNG10 GRIK3 H2AC6 H4C8 HLA-C HMGB3P1 HSD11B1 HSPA6 HSPB2 HTRA1 IL1B IL1RL1 IL3RA INSL5 INSR ITGA2 ITIH5 KCNJ2 KCNQ1DN KCTD15 LALBA LAMB2 LAMP5 LGI2 LHX2 LHX6 LIF LINC00652 LITAF LST1 LY96 LYN MAP2 MMP19 MNDA MPPE1 MPZL1 MYCBP NAMPT NCF2 NCOA4 NCR2 NFASC NPL NRN1 NUP214 PAMR1 PART1 PAX7 PDK3 PDK4 PHC2 PI15 PRDM5 PRDM9 PRKCE PRUNE2 PTGS1 PTGS2 QPCT RAB20 RAB32 RAB36 RAB5IF RGS2 RGS4 RNF130 RORB RPGRIP1 RUBCNL S100A12 S100A9 S100P SAG SAMD4B SASH1 SAT1 SCG2 SCUBE3 SDC2 SDCBP SERHL2 SERPINA1 SKAP2 SLC16A3 SLC22A4 SLC31A1 SLC6A5 SLC7A11 SMAD9 SOCS7 SOD2 SPRR2B SRGN SRPK3 ST20 ST8SIA5 STMN2 STX3 TALDO1 TEX13A TGFA TGFB3 THEG TLR6 TNFRSF10C TNFSF10 TOR4A TREM1 TREML2 TTC39A TUB TUBA1A TUFT1 TYROBP UNC13B UPK3A VDR VNN2 VNN3P WFDC2 ZCCHC24 ZNF185 ZNF415 ZNF460 GSE22886_NAIVE_CD8_TCELL_VS_NEUTROPHIL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_NAIVE_CD8_TCELL_VS_NEUTROPHIL_UP ACAA2 ACSL5 ACVR1 ADNP2 ADPRM AIDA AIFM1 AIMP1 ANKRD10 APPL1 ATP2A2 ATP8A1 AUTS2 AVEN B4GALT3 BANF1 BATF BCR BEX4 BNIP3 BUD23 C9orf78 CCDC25 CCDC59 CD2 CD3E CD69 CD7 CD81 CDC23 CEP68 CIAPIN1 CLEC2D CLNS1A CRTAM CYP20A1 DARS1 DAZAP1 DDX1 DDX46 DDX60 DENND2D DFFB DUSP7 ECHDC2 EEIG1 EIF1AX EIF2D EIF6 ELP3 ENO2 EOLA1 EPRS1 ESD EVL EXOSC10 EZR FAM20B FAM3C FBXO21 FBXW2 FYCO1 GANAB GATD3 GCLC GLUD1 GPR171 GRPEL1 GZMA HACD2 HDDC2 HLA-DPB1 HMCES HMGN3 HNRNPDL HSD17B10 HYOU1 IDH2 IL10RA IMP3 IMP4 INPP4A ITM2A JADE2 LAX1 LEPROTL1 LRIG1 LRPPRC LRRC41 LY9 MACF1 MAIP1 MAL MAP3K4 MAPRE2 MCM3 MGAT2 MOAP1 MPHOSPH10 MPHOSPH9 MPV17 MTR MTREX NAA15 NDUFAB1 NMRK1 NOL7 NSUN5P2 NUCB2 PAN2 PCNT PFKP PIEZO1 PIGH PJA1 PLEKHA1 PNMA1 POLR1D POP4 PPP1R16B PPP3CB PPRC1 PRELID3B PRF1 PRKCA PRKRA PRPF4B PRPSAP2 PSMA1 PSMA5 PTPN4 PWP1 RANBP6 RCN2 RGCC RGS10 RHOH RNF220 RPA1 RPA2 RPS25 RUNX3 SCAMP3 SEM1 SEPTIN6 SF3A3 SF3B3 SFPQ SIDT1 SLC39A8 SMC5 SMIM10L1 SNRNP27 SNRPA SNRPF SP140 SPAG7 SRSF6 SRSF7 SSRP1 STK39 SUCLG1 SUCLG2 SUMO3 SUN2 SUPT7L SYPL1 TARS1 TBL1XR1 TERF2 THYN1 TMED9 TMEM106B TMEM147 TMEM14B TMEM230 TNPO2 TOMM70 TPT1P8 TRAF3IP3 TRIM44 TSC22D1 TSPYL4 TTC31 TUFM TUT4 TXK UBE3A UBE3C USP24 UTP3 VPS26C VTI1B WDR11 XBP1 YARS1 YIF1A ZBTB20 ZNF32 ZNHIT6 GSE22886_NAIVE_CD8_TCELL_VS_NKCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_NAIVE_CD8_TCELL_VS_NKCELL_DN ABHD2 ACTR8 ADAM8 ADAMTS20 ADCYAP1R1 AKR1C3 ALOX5AP ALPK1 AOAH AP2B1 APMAP APOBEC3G ARAP2 ARHGEF12 ARID3A ARID5A ARIH1 ARSJ ASL ATP10D ATP2B4 ATP8B4 AUTS2 B2M BAZ2B BCL2L2 BIRC2 C2CD3 C5orf15 CAMK1D CD247 CD63 CEBPD CEP43 CERS4 CFLAR CHST12 CHST2 CREB3L2 CRIM1 CSRNP2 CTBP2 CTNNA1 DAB2 DHCR24 DHX8 DNM1L DVL3 EFEMP2 ELF4 EML2 ENPP4 EOLA2 EXOSC1 FCER1G FURIN G6PD GALNT3 GFOD1 GMEB1 GOLGA2 GOLGA8H GSE1 GSN GZMB HBQ1 HEG1 HIPK1 HIPK2 HNRNPK HSD17B3 IFI16 IGF2R IL18R1 IL18RAP IL2RB INPP1 INSIG1 IST1 ITCH JARID2 KIFAP3 KIR2DL4 KIR3DS1 KMT5B LAMP1 LASP1 LAT2 LCN2 LPIN1 LRRC17 LTF LYN LYST MAML1 MAST2 MCF2L2 MCTP2 MED20 MFSD6 MIA2 MON2 MTG1 MTMR3 NARF NCAM1 NCKAP1L NCOA2 NCR1 NFAT5 NKAIN1 NLRX1 NME8 NOTCH1 NOTCH2 NPC1 PCDHGA8 PHC3 PHF21A PHIP PISD PLCG2 PLEKHO2 PON2 PPM1A PPM1B PPP1R12A PPP1R13L PPP1R3D PPP4C PRDM10 PREP PRR14 PRR5L PSME4 PTPRC PTPRE RAB11FIP1 RAB14 RAD23B RFTN1 RHBDF2 RHOBTB3 RHOQ RNF13 RNF4 RSF1 RTF1 S100A9 S1PR5 SART3 SASH3 SEC24C SELENOT SETX SLC31A1 SLCO4C1 SLFN12 SMAD5 SNAP29 SNRNP35 SRGN SSH1 STBD1 STOM STX4 STX7 SUSD6 SYK TACC1 TAF15 TAOK1 TARDBP TBC1D31 TBL1X TCF4 TIPRL TM6SF1 TMEM87A TNFRSF1A TNPO1 TOX TRIM58 TRIP12 TUT7 TYROBP UBB UBE2W VIPAS39 WDR45 YES1 YPEL1 ZCCHC24 ZFYVE16 ZNF432 ZNF493 ZWILCH GSE22886_NAIVE_CD8_TCELL_VS_NKCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_NAIVE_CD8_TCELL_VS_NKCELL_UP ABCC1 ABCD2 ACTR1B ADARB1 ADK ADPRM AIP AKAP1 AKIP1 AMD1 ARHGAP15 ATP13A1 ATP1A1 ATP6V1B1 BAG2 BAG3 BAG5 BCAT2 CAB39 CAD CAMK2N1 CAMK4 CASP6 CBR3 CCNB1IP1 CCNE1 CCR7 CD248 CD27 CD28 CD3E CD3G CD5 CD8B CDKN2AIP CDR2 CEP68 CNN2 CNOT7 CNTRL COPZ1 DELEC1 DGKA DHPS DKC1 DNAAF5 DNAJB1 DPP4 DRG1 DSC1 DXO DYNLT3 EIF2D EIF4A2 EPHX1 EPS8L2 ERGIC3 ESD EZR FAM171A1 FBLN5 FCGRT FDX1 FGF9 FKBP5 FLT3LG GCFC2 GGT1 GJA9 GLOD4 GNB5 GPR15 GPRASP1 GRPR GRSF1 HDHD3 HIGD2A HMGA1 ICOS ID3 IL7R INPP4B INSL3 ITIH2 ITK KBTBD4 KDSR KRT14 LDHB LDLRAP1 LEF1 LIME1 LPCAT3 LRCH4 LRFN3 LRP6 LRRC8B LRRN3 LSR LTB LY9 LYRM4 MAL MALT1 MAMLD1 MAP4K2 MCAT MEAF6 MOSPD1 MPI NCK2 NDFIP1 NELL2 NOSIP NPDC1 NR3C2 NRCAM OCM2 ODC1 OSBP2 PABPC4 PAFAH1B3 PALS2 PASK PBXIP1 PEBP1 PGAP2 PHF1 PKIA PLEKHB1 PLPP1 PLPPR3 POLM PRKCA PRKRA PRORP PRPS1 PTPN3 PTPRO PYGB RENBP RETREG1 RGS10 RGS14 RIOX1 RLN2 RNF216 RPL10L RPL19 RPL34 RPS10 RPS3 RPS6 RSL1D1 S100A3 SARAF SCMH1 SIN3B SIRPG SIT1 SLAMF1 SLC49A3 SMYD5 SNHG20 SPATA7 SRP14 SRSF5 ST13 ST6GALNAC4 SYPL1 TACC3 TBC1D4 TBCC TBX2 THAP4 THPO TMED3 TMEM204 TMEM63A TNFSF8 TOMM20 TPT1P8 TRAC TRAV12-2 TRBC1 TRGV5 TRMT11 TTC9 UBASH3A UBE2G1 USP13 UXS1 VIPR1 YBX3 ZDHHC6 ZFAND1 ZNF550 ZNF706 GSE22886_NAIVE_TCELL_VS_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_NAIVE_TCELL_VS_DC_DN ABHD6 ACO2 ADA2 ADAM17 ADAP2 ALDH2 ANPEP AP3B1 ARPC5 ASAP1 ATG7 ATP1B1 ATP6V0B ATP6V1E1 ATP6V1F ATP8B4 BCAR3 BCKDK BLVRB C1QA CAMK1 CAPRIN1 CCDC47 CCDC88A CD36 CDK5 CEBPA CORO1C COX8A CREG1 CRIM1 CSTB CTNNA1 CTNS CTSZ CYB5R4 CYP51A1 DAB2 DAPK1 DEF8 DEGS1 DHCR24 DOCK4 DOK1 DSE E2F6 EHD4 ENTPD1 EPAS1 EPB41L3 F13A1 FCER2 FES FEZ2 FLVCR2 FPGT FTL GAA GABARAP GCA GCLC GLA GLB1 GLRX2 GPR137B GPX1 GRAMD4 GRK3 HGSNAT HLA-DMA HLA-DMB HOMER2 HSBP1 HSPA4 IFNGR1 IGSF6 ITFG1 KCNJ2 KCTD12 KCTD5 KIAA0930 KMO KYNU LAMP2 LAMTOR2 LAPTM4A LARP4 LHFPL2 LIPA LRP12 LY96 M6PR MACROH2A1 MAN2B1 MAOA MAP1S MARCHF1 MDH1 MFN2 MFSD1 MGST2 MITF MPV17 MREG MTHFD2 MTMR14 NAGA NCF4 NCSTN NDUFV2 NEU1 NFE2L1 NFE2L2 NQO1 NR4A3 NRGN NRP1 PCBD1 PEA15 PGD PI4K2A PIR PLA2G7 PLAU PLBD1 PLEKHB2 PLIN3 PPIF PPP1R10 PPP1R3D PPT1 PRDX1 PREP PSEN2 PSMB5 PSMD1 PTGS1 PTPRE QPCT RAB13 RAB32 RAB7A RAC1 RAMP1 RBM47 RCBTB2 RCOR1 RIT1 RNASE6 RNH1 RPE SDC2 SDCBP SIRPA SLAMF8 SLC16A6 SLC27A3 SLC31A2 SLC48A1 SLC6A6 SLC7A8 SLCO2B1 SMCO4 SNX1 SNX13 SNX3 SPG21 SPINT1 SQSTM1 ST14 STAB1 STAC STAM2 STK3 SUOX SYK SYNGR2 SYNJ1 TALDO1 TBC1D12 TFG TIGAR TM9SF2 TOP1 TPI1 TPM4 TREM2 TST TXNRD1 VAMP3 VASH1 VDAC1 VIM WDFY3 ZFYVE21 ZFYVE26 ZMIZ1 ZNF185 ZNF267 ZNF804A GSE22886_NAIVE_TCELL_VS_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_NAIVE_TCELL_VS_DC_UP ABLIM1 ACAP1 ACD ACTR5 ADD3 ADNP2 ALDH18A1 ALDOC ANKRD49 ARHGAP15 ASXL1 BCL11B BCL2 BICRAL BIN1 BIN2 BTG1 BTN3A1 CBX7 CCR7 CD247 CD37 CD3D CD3E CD3G CD6 CD96 CDC25B CDC7 CLEC2D CNNM3 COX11 CRIP1 CYFIP2 DGKA DGKD DIDO1 DOCK9 DPP4 ECHDC2 EEF1B2 EEF1D EEF1G EIF3F EIF3K EIF4B ELK3 ENO2 FAU FBXO21 FCMR FOXJ3 GALT GATA3 GCFC2 GPR18 GPSM3 GYPC HIVEP2 HLA-F HLA-J HNRNPA1 ICAM2 IFITM1 IL32 ING1 INPP4A INTS15 IPCEF1 ISG20 ITGA4 ITGB7 ITPR3 JADE2 KBTBD4 KLF2 KMT2A LEF1 LIME1 LINC00623 LRBA LSM14A MAPRE2 MYCBP2 MYLIP MZT2A MZT2B N4BP2L2 NACA NCK2 NELL2 NLRP1 NOP53 NRF1 NSUN5 OFD1 PARP16 PBXIP1 PCSK7 PDCD4 PFDN5 PHF1 PIK3IP1 PILRB PLAAT4 PLCL2 PLSCR3 PPP3CC PRKCH PRKCQ PRKD2 PTPRCAP RASA2 RASA3 RASGRP1 RBL2 RCN2 RETREG1 RHOH RIPOR2 RNF126 RNPS1 RPF1 RPL10L RPL11 RPL13A RPL14 RPL17 RPL19 RPL21 RPL22 RPL23 RPL26 RPL28 RPL29 RPL3 RPL30 RPL31 RPL34 RPL35 RPL35A RPL36 RPL38 RPL5 RPL6 RPL7A RPLP2 RPS10 RPS10P5 RPS14 RPS15 RPS15A RPS17 RPS18 RPS23 RPS25 RPS27 RPS29 RPS3 RPS7 SAFB2 SATB1 SELL SEMA4D SGF29 SH3YL1 SIDT1 SKAP1 SLC16A7 SLC25A38 SMCHD1 SNRK SP100 SP110 SPSB3 STAT5B STK38 TCF7 TES THAP11 TMEM131L TRA2A TRAC TRAF3IP3 TRBC1 TSC22D3 TSPYL4 UBA52 URI1 UXT VILL VPS51 WDR59 ZEB1 ZHX2 ZNF292 ZNF430 ZNF44 ZNF91 GSE22886_NAIVE_TCELL_VS_MONOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_NAIVE_TCELL_VS_MONOCYTE_DN ABHD5 ACSL1 ADAP2 AKR1A1 AP1S2 APLP2 APOBEC3A APOBR ARAP1 ARHGAP26 ARHGEF10L ARHGEF40 ASAH1 ATG7 ATP6V0B ATP6V0D1 ATP6V1A ATP6V1B2 BACH1 BCKDK BCL2L2 BCL6 BID CAPG CASP1 CCDC88A CCR1 CD14 CD33 CD36 CD93 CDC42EP3 CEBPB CEBPD CERT1 CHST15 CKAP4 CLEC4A CLEC7A COQ2 CORO1C CPVL CREG1 CSF2RB CSF3R CSTA CTBP2 CTNNA1 CTSB CTSH CYBB CYRIA DAPK1 DEF8 DHRS7B DIAPH2 DICER1 DMXL2 DPYD DUSP3 DUSP6 EXOC1 EXT1 FBP1 FCGR2A FEZ2 FGL2 FGR FKBP15 FLVCR2 FPR1 FTL FUT4 GAB2 GABARAP GAPDH GCA GLB1 GLRX GLUL GNS GPX1 GRK3 GRN HEXB HK3 HS1BP3 HSPA1A IFI30 IFNGR1 IFNGR2 IGSF6 IRAK3 KCNMB1 KCTD12 LAPTM5 LAT2 LGALS3 LILRA2 LILRA6 LILRB1 LILRB3 LTBR LY96 MANBA MARCKS MCTP1 METTL9 MFSD1 MGAT1 MID1IP1 MNDA MSRB1 MTMR11 MTMR14 NADK NAGK NCF1C NCF2 NCF4 NCOA4 NEU1 NLRP3 NOD2 NOTCH2 NPC2 NPL OAZ1 PCTP PDLIM5 PEA15 PGD PICALM PILRA PISD PLAGL1 PLBD1 PLSCR1 PLXNB2 PLXNC1 PPP1R3D PRKCD PSAP PTAFR PTGS1 PTPRE PTTG1IP QPCT RAB32 RBM47 RHOQ RIN2 RNF130 RTN1 RXRA S100A11 S100A12 S100A9 SCPEP1 SDCBP SEMA4A SH2B3 SH3TC1 SIGLEC9 SIRPA SLC11A1 SLC15A3 SLC16A6 SLC27A3 SLC31A2 SLC7A7 SMCO4 SNX10 SNX11 STX12 STX3 STX7 SUOX SYK TALDO1 TBC1D12 TBC1D2 TIMP2 TLR2 TMEM127 TNFAIP2 TNFRSF10B TNFRSF1B TNFSF13 TNS3 TOR4A TPP1 UBE2D1 USP15 VAMP3 VCAN VNN2 WASHC4 ZFAND5 ZMIZ1 GSE22886_NAIVE_TCELL_VS_MONOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_NAIVE_TCELL_VS_MONOCYTE_UP ABHD14A ABLIM1 ADGRL1 ADNP2 AIP AKTIP ALDOC AMMECR1 APPL2 ASXL1 ATP2A3 ATP6V0E2 BACH2 BAG2 BCAS4 BCL11B BCL2 BEX3 BIN1 BNIP3 CBLB CCDC25 CCND2 CCSER2 CD2 CD247 CD27 CD28 CD3D CD3E CD3G CD5 CD6 CD69 CD7 CD96 CDC25B CDR2 CEP68 CLEC2D CLK1 CLUHP3 COX11 DDHD2 DENND2D DEXI DGKA DNAJB1 DNAJC9 DOCK9 DPH5 DPP4 ECHDC2 EEIG1 ENO2 ENOSF1 EPHX2 ERG28 EVL FAM162A FAM169A FANCG FCMR FLT3LG GALNT12 GCFC2 GCN1 GOLGA8B GPR18 GPRASP1 GPX7 GRAP2 GYPC GZMM HMCES HMGN1 HMOX2 HSD17B8 IL21R IL32 INPP4B IPP ITGA6 ITK ITPR3 JADE2 KAT6B KBTBD4 KDM3A KIF21B KLHL20 LBH LCK LDLRAP1 LEF1 LIG1 LIME1 LINC00623 LPIN1 LRBA LRIG1 LRRN3 LTB LTBP3 LTBP4 LY9 MAGED1 MAL MDN1 MGAT4A MLLT11 MLLT3 MOAP1 MPHOSPH9 MPRIP MSH2 MYLIP NAA40 NCK2 NELL2 NIPAL3 NOSIP NR3C2 NUCB2 OXCT1 PASK PBXIP1 PDCD4 PDCD4-AS1 PIK3IP1 PILRB PJA1 PKIA PLCG1 PLEKHB1 PMS2P3 PRAF2 PRKCA PRKCH PRKCQ PRKCZ PRMT2 PTCD3 PTPRCAP PVRIG QTRT1 RAB33A RASA2 RETREG1 RNASEH1 RNF144A RORA S1PR1 SATB1 SESN1 SH2D1A SH3YL1 SIDT1 SIRPG SKAP1 SLC25A38 SLC38A1 SMPD1 SMYD3 SNRPD2 SPOCK2 SUPT3H SYNE2 SYNRG TATDN2 TBC1D4 TFDP2 TMEM14A TMEM204 TMEM63A TNIK TPD52 TRAC TRAF5 TRBC1 TRIB2 TRMT11 TSPYL4 TXK UBASH3A UBIAD1 UNC119B UNG YES1 ZAP70 ZBTB25 ZMYND11 ZNF276 ZNF506 ZNF512B ZNF529 ZNHIT6 ZSCAN18 GSE22886_NAIVE_TCELL_VS_NEUTROPHIL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_NAIVE_TCELL_VS_NEUTROPHIL_DN AATK ABCG5 ABHD5 ADGRE3 ADGRG3 ADM AFM ANGPTL2 ANGPTL7 ANXA13 APH1B APOBEC3A AQP9 ARAP3 ARHGEF15 ARPC5 ATP6V1B2 BAMBI BCL2A1 BCL6 BRINP1 BST1 C5AR2 CALCA CCDC170 CCL23 CCL8 CD82 CDK14 CDK19 CEACAM1 CHP2 CHRDL1 CHST4 CLCN4 CLEC4A CLEC4E CNGA3 CPPED1 CREB5 CSF3R CTBS CXCL1 CXCR1 CXCR2 CYB5R4 DCSTAMP DDN DDR1-DT DDX4 DENND3 DGKG DHRS9 DPEP3 DRAM1 DYRK3 ECHDC3 EGFR ENDOU EPHB1 F2RL1 FAM163A FAR2 FCAR FCGR2A FGF2 FOXA1 GABARAP GAL GALNT14 GCA GK GK3 GNG10 GPR63 GUCY1A2 H1-2 H2AC6 H4C8 HAL HCAR3 HEY1 HSD3B2 HTR3B IFIT1 IFIT3 IFNGR1 IFNGR2 IGSF6 IL1B IMPA2 IMPDH1 ITIH5 KCNJ15 KCNJ2 KCNK1 KCTD15 KLF1 KRT19P2 KRT84 LAMP5 LHFPL6 LHX6 LIMK2 LINC00652 LITAF LMBRD1 LTBR LY96 MAK MED25 MEFV MEGF9 MME MNDA MPPE1 MPZL1 MSRB1 MTAP MTARC1 MUSK MYCBP NCOA4 NFE2 NPL NPY4R NR5A2 NRN1 NUP214 P2RY13 P2RY2 PDK3 PHC2 PI15 PLBD1 PPCDC PPP1R12B PRELID3A PRKD1 PRUNE2 PTGS1 PTGS2 QPCT RALB RAPGEF5 RGN RGS4 RNF141 RORB RUBCNL S100A12 S100P SASH1 SDCBP SEMA3C SERHL2 SIGLEC5 SLC22A4 SLC39A2 SLC7A11 SLITRK2 SLPI SMIM14 SNAP91 SOCS7 SOD2 SORD SSH3 ST20 ST6GALNAC2 STAM2 STK3 STON1 STX3 TACR3 TALDO1 TFEB TGFA TLR4 TLR6 TLR8 TMEM35A TNFAIP2 TNFRSF10C TNS1 TOR4A TREM1 TREML2 TTC39A TUFT1 UPB1 USP10 VNN2 VNN3P WAS XKR8 ZNF185 ZNF552 ZNF816 GSE22886_NAIVE_TCELL_VS_NEUTROPHIL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_NAIVE_TCELL_VS_NEUTROPHIL_UP ACAT1 ACVR1 ADH5 AIFM1 AIMP1 AKR1B1 ARFGAP2 ARHGEF3 ARL4C ASXL1 ATP5F1A ATP5F1D ATP5MC3 ATP5PD ATP5PO ATRAID ATXN10 ATXN7L3B BANF1 BCKDHA BRD7 BUB3 BUD23 C9orf78 CCDC59 CCND2 CCR7 CCT2 CCT4 CCT8 CD52 CD7 CD81 CDR2 CMTR1 COPS2 COX11 DAZAP1 DDX1 DDX39A DDX46 DGKA DNAJC9 DOCK10 DUSP12 DUT DYRK2 ECHDC2 ECHS1 EIF2AK1 EIF2B1 EIF3D EIF3L EIF3M EPRS1 ERCC3 ERCC5 ERG28 ERGIC3 ESD EVL FAM117A FBXO21 FBXO7 FBXW2 FYN GLO1 GLOD4 GLRX5 GMPS GOLGA8B GPI GRPEL1 GRSF1 GTF3A GTPBP4 HDAC1 HELZ HMGN1 HMGN3 HNRNPM HSP90B1 IARS2 IDH3B IMP4 IPO5 JADE2 KARS1 LARS1 LGALS8 LRPPRC LRRC8D MALT1 MAPRE2 MCM3 MDFIC MFHAS1 MIF MMS19 MOAP1 MRPL49 MRPS35 MTREX NAGPA NAP1L1 NCL NDUFAB1 NDUFS3 NDUFV2 NEK9 NELFCD NMT1 NOL7 NUP210 NUP85 PAIP1 PDHA1 PDIA3 PEBP1 PHB2 PIK3R1 PLAC8 POLR1D PRKACB PRKCH PRMT1 PRPF4B PRPS1 PSMA1 PSMB7 PSMC5 PSMG2 PTCD3 PTPN11 PWP1 RAN RBBP7 RCN2 RIOX1 RNF113A RNF220 RNH1 RPA1 RPL11 RPL26 RPL35A RPS25 RSL1D1 RTRAF SAE1 SAMHD1 SARS1 SATB1 SEC63 SF3A3 SFPQ SGSH SIDT1 SLC25A38 SLC25A5 SLC38A1 SMARCE1 SNRPA SNRPF SPOCK2 SRSF2 SRSF3 SRSF6 SRSF7 SSR4 STRAP SUCLG2 SUMO3 SUN2 SUPT7L SYNE3 TBL1XR1 TCEA1 TES TGIF1 THAP11 TMEM147 TMEM243 TRA2B TRAF3IP3 TSPYL4 TTC19 TTC3 TUFM UFC1 UPF3A UTP3 UXT VDAC2 XPOT YBX1 YTHDC2 ZNF207 ZNF706 GSE22886_NAIVE_TCELL_VS_NKCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_NAIVE_TCELL_VS_NKCELL_DN ABHD2 ACTR8 ADAM8 ADCY2 AKR1C3 AOAH ARAP2 ARHGEF12 ARHGEF3 ARIH1 ATP10A ATP10D ATP1B1 ATP6V1A ATP8B4 B2M BARD1 BCL2L2 C2CD3 C5orf15 CCDC186 CCDC47 CD247 CDK17 CDYL CEBPD CENPF CEP43 CERS4 CFLAR CHST12 CLASP1 CLASP2 CLTC COLGALT2 CREB3L2 CRIM1 CSNK1D CTBP2 CYRIA DAB2 DCAF7 DHRS7B DUSP22 DVL3 ELF4 FAM13B FEZ2 FRYL FURIN G6PD GALNT3 GFOD1 GIGYF2 GMEB1 GOLGA8H GSN HEG1 HELZ HIPK2 HIRA HLA-C HTT IFI16 IGF2R IGFBP7 IL18R1 IL18RAP INPP1 INTS6 IST1 ITCH IVNS1ABP JARID2 KDM5A KIFAP3 KIR2DL1 KIR2DL4 KIR3DS1 LAMP1 LARP7 LAT2 LCN2 LDB2 LTF LYST MACF1 MAP3K8 MCF2L2 MCTP2 MED20 MEX3C MON2 MTG1 MTMR3 NARF NCAM1 NCOA2 NCR1 NEDD9 NFAT5 NHLRC2 NIPBL NLRX1 NME8 NOTCH1 NPC1 NUP133 PCNX4 PCTP PHF21A PHTF1 PI4K2A PIMREG PISD PLCG2 PLEKHO2 PON2 PPM1B PPP1R12A PPP1R3D PRDM10 PREP PRR14 PRR5L PSME4 PTPRC PTPRE PYHIN1 RAB11FIP1 RAC1 RAD23B RFTN1 RHOBTB3 RHOQ RMC1 RNF115 RNF146 RNF4 RSF1 RTF1 S100A12 S100A9 S1PR5 SART3 SEC24C SETX SH2D2A SH3GLB1 SLA SLC25A20 SLC5A3 SLCO4C1 SLFN12 SMAD5 SMURF2 SNAP29 SSH1 STBD1 STX7 SUSD6 TACC1 TARDBP TBC1D31 TBL1X TCF4 TFIP11 TIPRL TM6SF1 TMEM62 TMEM87A TNFRSF1A TNPO1 TOR4A TOX TRIM58 TRIP12 TRIP4 TSPOAP1 TUT7 UBB UBE2W UBR2 UEVLD UVRAG VPS37B WDR41 WIPI1 YES1 YIPF6 YPEL1 ZCCHC24 ZDHHC17 ZFYVE16 ZNF432 ZNF443 ZNF701 ZSWIM8 GSE22886_NAIVE_TCELL_VS_NKCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_NAIVE_TCELL_VS_NKCELL_UP ABCC1 ACAP1 ACTR1B ACVR1 ADARB1 ADK AIP AKAP1 AMD1 ANP32B AQP3 ARHGAP15 ARHGEF18 ASXL1 ATP6V1B1 BCAT2 BCL11B CAD CASP6 CBR3 CCDC59 CCNB1IP1 CCNE1 CCNG1 CCR7 CD27 CD28 CD3D CD3E CD3G CD5 CDR2 CEP68 CNIH1 CNN2 COX11 CREBL2 CSDE1 DAP3 DGKA DHPS DNAAF5 DNAJB1 DPP4 DXO EIF2D EIF3D EIF3E EIF3H ENO2 EPS8L2 ERGIC3 ERP29 ESD FABP6 FBLN5 FCGRT FKBP5 FLT3LG GCFC2 GLI2 GPRASP1 GPSM3 GRPR GRSF1 HBS1L HDHD3 HIGD2A ID3 IDH3A IFRD2 IL7R IMPDH2 INPP4B IPO4 ITK ITM2A JHY KBTBD4 KCNN4 LDAF1 LDHB LDLRAP1 LEF1 LEPROTL1 LHPP LIME1 LPCAT3 LRCH4 LRFN3 LRPPRC LRRC8B LRRN3 LTB LY9 LYRM4 MAL MALT1 MAP4K2 MCUB MDFIC MPI MSL3 MYC NCK2 NDFIP1 NELL2 NENF NOSIP ODC1 OSBP2 OXA1L PABPC1 PABPC4 PAFAH1B3 PALS2 PASK PBXIP1 PDCD4-AS1 PEBP1 PHF1 PKIA PLEKHB1 PLGRKT PLP2 PLPP1 PRKCA PRKRA PRORP PSIP1 RETREG1 RGS10 RGS14 RHOH RIC3 RIOX1 RIOX2 RNF144A RPL10 RPL10L RPL19 RPL22 RPL26 RPL35 RPL36 RPL8 RPS10 RPS10P5 RPS29 RPS3 RPS6 RSL1D1 SARAF SCMH1 SEC31B SF3A2 SIN3B SIRPG SLAMF1 SLC16A10 SLC2A4RG SMARCB1 SMYD5 SNHG20 SNU13 SORBS3 SPINT2 SRP14 ST13 STAT5B SYNE3 SYPL1 TACC3 TAF9 TBC1D4 TBX2 THAP4 TLE5 TMEM204 TMEM63A TNFRSF10B TNFRSF10D TNFSF8 TOB1 TOMM20 TOMM22 TRAC TRBC1 TTC9 UBASH3A UPK2 UXS1 UXT VIM VIPR1 WDR74 ZC3H14 ZNF580 GSE22886_NAIVE_VS_IGG_IGA_MEMORY_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_NAIVE_VS_IGG_IGA_MEMORY_BCELL_DN ACAA2 ACAT1 ACP5 ACTG1 AGBL5 AHNAK AIFM1 AIM2 AMPD2 ANXA2 ANXA2P2 ANXA5 AP3S1 APOL3 ARHGAP25 ARPC1B ARPC5L ATP1A1 ATP2B4 ATP5F1A BAIAP3 BHLHE40 BHLHE41 BIN1 BLVRB CAB39 CAPG CAPN2 CBR3 CCND2 CCNG1 CCT5 CD247 CD27 CD58 CD70 CD82 CD86 CD99 CDV3 CFLAR CLIC1 COCH COL4A3 COTL1 CRIP1 CRIP2 CSGALNACT1 CTSA CTSH DAAM1 DAP DDAH2 DENND1B DEPDC5 DGLUCY DOCK10 DPYSL2 DYNLL1 EBI3 ECHDC2 EEIG1 EHD1 EHD3 EIF3A ELOVL1 ENO2 EVI2A FAIM FBXO2 FKBP11 FUT7 GAPDH GARS1 GBAP1 GCLC GOLPH3 GRAMD1C GRAP GSTK1 HCP5 HOMER3 HSPA6 HSPA8 IFI30 IGHA1 ISG15 ITGAM ITGB1 ITGB7 ITM2C JCHAIN JPT1 KCNN4 KCTD7 KLF10 KMT5A LDHB LGALS1 LIME1 LMO4 LPXN MARCKS MFSD10 MKKS MNDA MTHFD1 MVP MYO1F MZT2A NANS NCF4 NDUFB3 NDUFB7 NDUFS6 NIBAN1 NQO2 NT5C ORMDL2 PANK2 PAPSS1 PLAAT4 PLCG2 PLP2 PLSCR3 PMM1 PPA1 PPA2 PRDX3 PSMB9 PTPN2 PVRIG PXDC1 PYCARD RAB31 RAB5IF RALGDS RARS1 RASGRP1 RGS10 RNH1 RORA RPL27A RPLP1 S100A10 S100A4 S100A6 SAMSN1 SCNM1 SCRN1 SEC61B SGPP1 SINHCAF SLC35D2 SLC7A6 SMAGP SND1 SP140 SSPN SUB1 SYBU TBC1D9 TBK1 TBX2 TESC TFDP1 TFEC TFRC THEMIS2 TLE3 TMBIM1 TMEM14A TNFRSF17 TOR3A TOX TPI1 TRAC TRADD TSFM TUBB TUBB4B UBE2G1 UBE2J1 UBE2N UQCRB UQCRH VIM VOPP1 WEE1 XBP1 YWHAH ZBTB20 ZBTB32 ZBTB38 ZFAND6 ZMIZ1 GSE22886_NAIVE_VS_IGG_IGA_MEMORY_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_NAIVE_VS_IGG_IGA_MEMORY_BCELL_UP ABCB4 ABHD4 ACBD4 ACE2 ACVR2B-AS1 ADARB1 AFF4 AGO4 AMT ANXA9 AOX1 APLP2 APOOL AQP9 ATP6V0A1 BACH2 BCL7A BST1 BTG1 C6orf120 CACNG4 CCDC181 CCP110 CD22 CD72 CEMIP2 CHAT CHML CHMP2B CLPS CORO2B CR2 CXCR4 CYP2A7P1 DBNDD1 DCLK2 DDR1 DGCR11 DGKD DHX34 DIO1 DIRAS3 DIS3 DNASE1L3 DPPA4 DPYD DSP DSTYK DTX4 EHD4 EPHA3 EXOG F2 FAM53B FAM8A1 FCER1A FCER2 FMO5 FOXO1 GABBR1 GALNT3 GCNT1 GPRASP1 GRK4 GTF3C4 H2AC6 HEBP1 HYAL1 IAPP IFNGR1 IGHD IGHM IL1RAPL2 IL21R IL4R INTS6 INTS9 IRS2 KCTD20 KLF9 KLHL35 KMO LAIR1 LAMC1 LARGE1 LDOC1 LRCH1 LRRC23 LYST MAGEB1 MAOB MARCHF3 MFAP5 MGAM MITF MMP17 MMP2 MTMR9 MYEF2 MYO15B NCK2 NEIL1 NIPBL NKX3-1 NPY NR1H3 NR3C2 OBSCN OLFML2A OSBP OSM P2RX1 P2RY14 PAIP2B PBX3 PCDH8 PCDH9 PECAM1 PEG10 PER1 PHC1 PLEKHA1 POLR3C PPFIBP1 PRCP PSMC3IP RAB15 RAPGEF6 RFC1 RGL2 SATB1 SCN3A SERPINB9 SESN1 SH3BP2 SIAH2 SIX3 SKAP1 SLA SLC12A6 SLC2A2 SLC30A4 SLC35E2A SLC39A4 SLC6A8 SLITRK3 SMAD3 SMR3B SMUG1 SMURF1 SOBP SORL1 SOX18 SPRY4 SPTSSA ST18 SV2C SYT13 SZT2 TAAR2 TBC1D13 TCL1A TENT5A TJAP1 TPCN1 TPMT TPST1 TRAPPC14 TRDMT1 TREML2 TSPAN13 TTC28 TYR UGDH UGT8 UXS1 VAV3 VPS72 WBP4 WNT6 WWC3 XYLT1 YBX3 ZBTB16 ZNF112 ZNF124 ZNF135 ZNF136 ZNF235 ZNF280A ZNF304 ZNF318 ZNF350 ZNF37BP ZNF43 ZNF492 ZNF571 ZNF682 GSE22886_NAIVE_VS_IGM_MEMORY_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_NAIVE_VS_IGM_MEMORY_BCELL_DN ABCC4 ACAT1 ACP5 ACTG1 AHNAK AIM2 ALDOA AMPD2 ANXA2 ANXA2P2 AP3S1 ARHGAP25 ATP1A1 ATP5F1A ATP5IF1 BHLHE40 BHLHE41 CAB39 CAPG CAPN2 CBFA2T3 CCND2 CCNG1 CCT5 CD1C CD1D CD24 CD27 CD58 CD70 CD82 CDV3 CKAP4 CLDND1 CLUH CNP COBLL1 COCH COL4A3 COTL1 CRIP1 CSGALNACT1 CTSA CTSC CTSH CUTA CYCS DAAM1 DCPS DDAH2 DECR1 DEPDC5 DNAJC7 DNAJC9 DOCK10 DUSP2 ECHDC2 EEF2 EEIG1 EGLN1 EHD1 EHD3 EIF2AK2 ELOVL1 ERO1A EVI2A FABP5 FCGR2A FH FUT8 GAB2 GAMT GAPDH GBAP1 GGA1 GNG11 GPM6A GPR183 GRAP GRN HCCS HLA-B HSD17B10 HSPA6 HTATIP2 IFI30 IFI6 IGKV3-20 IL10RA ING1 ITGAM ITGB1 ITGB7 ITM2C JAM3 KCNG2 KCNN4 KLF10 KPNA2 LDHB LDLRAP1 LGALS1 LMO4 LPXN LY96 M6PR MAP4K1 MARCKS MBIP MCM5 MDFIC MNDA MRPL40 MVP NANS NCF4 NQO2 NRBP1 OPTN PAPSS1 PBXIP1 PDCD5 PFKP PHB1 PLAAT4 PLEK PLP2 PLSCR3 PPA1 PPIF PPP1R16B PRPF19 PTPN18 PXDC1 PYCARD RAB31 RAB4A RAD50 RALGDS RGS10 RNF34 RORA S100A10 S100A4 SACS SAMSN1 SCRN1 SDHB SEC61B SGPP1 SINHCAF SLC15A3 SLC25A4 SLC35D2 SLC7A7 SMARCB1 SND1 SNHG20 SNU13 SOCS3 SP140 SPAG7 ST3GAL5 STX8 TBC1D9 TFDP1 TFEC THAP11 TLE3 TM9SF2 TMED1 TMED3 TMEM14A TNFRSF1B TNS3 TOR3A TOR4A TPD52L2 TPI1 TRAF3 TRAF4 TRAM2 TRAPPC2L TUBB TUBB4B TWF2 TYMP USP48 VAMP1 VIM VOPP1 WIPI1 XBP1 ZBTB20 ZBTB32 ZBTB38 ZMIZ1 GSE22886_NAIVE_VS_IGM_MEMORY_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_NAIVE_VS_IGM_MEMORY_BCELL_UP ABCB1 ABHD4 ACVR2B ADARB1 AGGF1 ANKRD55 AOX1 APLP2 ARIH1 ASAP2 ASB1 ATP11A ATP6V0A1 AURKC BACE1 BBS4 BCL7A CA14 CCDC181 CCP110 CD200 CD302 CDK19 CEMIP2 CHAT CLCN4 CORO2B CXCL1 CXCL13 CXCR4 CYB561 CYP2C18 CYSLTR2 DBNDD1 DCAF17 DDR1 DDX28 DGKD DHX9-AS1 DNMBP DOCK5 DPYD DSP DTX4 EDNRA EIF1AY EPAS1 ESS2 EXOC7 EXOG FAM171A1 FAM53B FAM8A1 FARP1 FAT1 FBXO28 FBXO4 FCER1A FCER1G FCGBP FMO5 FOXO1 GABBR1 GALNT3 GALNT6 GCNT1 GOLGA6A GPR12 GSTA4 GTF3C4 H1-10 HCFC2 HCN4 HEYL HKDC1 HMGCS1 IGHD IL13RA1 IL21R IL4R IL9 JPH3 JPT2 KCNJ14 KCNJ9 KIFBP KIR2DL5A KLF7 KLHL35 KRT2 LAIR1 LARGE1 LCOR LDHC LMO2 LRCH1 LUZP4 LYST MAB21L1 MARCHF3 MAVS MCTP2 MMP17 MST1 NEIL1 NID1 NOD1 NRF1 NRGN OGFOD3 P2RX1 P2RY14 PARG PCDH9 PDE1B PDP1 PIK3C2B PLK2 PLPBP PRCP PRDM10 PSMB2 PVT1 RADX RARS2 RASGRF1 RASL10A RETREG1 RFPL3 RFTN1 RGL2 RHOC RPAP1 RPS2P45 RPUSD2 RSL1D1 SATB1 SCG2 SCLY SCN3A SESN1 SFRP1 SIAH2 SKAP1 SLAMF1 SLC10A1 SLC26A2 SLC2A10 SLC30A4 SLC35E3 SLC39A4 SLC45A2 SLC4A8 SMAD3 SMURF1 SOBP SOCS1 SORL1 SPRY1 SPRY4 SSBP2 STOM STRN4 SYT17 SZT2 TAAR2 TBC1D13 TENM1 TENT5A TIMELESS TIMP4 TMOD1 TOMM34 TPD52L1 TPST1 TREML2 TRIB2 TRMT12 TSFM TSPAN13 TSPAN32 UCP1 UGDH USP2 UTRN UXS1 VAV3 WWC3 WWOX XKR8 YBX3 YY2 ZBTB16 ZHX3 ZNF235 ZNF43 ZW10 GSE22886_NAIVE_VS_MEMORY_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_NAIVE_VS_MEMORY_TCELL_DN ACAP2 ACP5 ACVR1 AGFG2 AHR AIDA ALCAM AQP3 ARF6 ARHGAP15 ATP8B2 BAMBI BIRC3 BMPR1A CAB39 CALM1 CAPG CASP2 CBFB CBLL1 CBR3 CCDC47 CCND2 CCR10 CCR4 CCR6 CCR9 CD28 CD40LG CD44 CD47 CDC5L CHN1 CITED2 CLMN CMPK1 CNBP CORO1B CR1 CREBL2 CRIP1 CRTAP DAZAP1 DEGS1 DEK DNAJA2 DOCK9 DSTN DSTNP2 DUSP7 EDEM1 EHD4 EID1 EIF4EBP2 EIF4G2 EIF5A ELK3 ELOVL5 ENOX1 EPHA4 ERN1 ERO1A EVI2B FAM117A FBXL8 FBXO34 FLI1 FOXN2 FRMD4B FUT7 G3BP1 GATAD2A GGT1 GLI2 GLOD4 GOLGA7 GPR15 GPR25 GRK6 GSR GTPBP3 H2AC4 HEBP2 HECA HIRA HIVEP2 HNRNPA0 HNRNPF ICAM2 IFT57 IL17RB IL1R1 IL6R INPP4B ISCA1 ITGB7 ITM2B IVNS1ABP JRKL KCMF1 KDM4C KIAA0040 KRT33A LDHA LIMS1 LMBRD1 LPAR6 LRIG1 MATR3 MBNL3 MDFIC MEOX1 MEX3C MFHAS1 MTRR MUC2 N4BP2L2 NAP1L2 NCF4 NCK2 NEFL NFYC NR2F6 NUP62CL ORC2 PBXIP1 PDIA3 PDS5A PGRMC1 PHTF2 PKP4 PLP2 PNMA1 PPP1CC PPP1R2 PPP6C PRELID3B PRPF39 PSMA1 PTGES3 RAD21 RAD23B RAP1A RASGRP1 RBL1 RCBTB2 REEP4 RPL39L SAMSN1 SEC31A SEPTIN10 SEPTIN9 SESN1 SFN SLAMF1 SLC30A5 SLC39A8 SNX15 ST8SIA1 STAT5B SUMO2 SUSD6 SYNE3 TAB2 TAGLN2 TCTN2 TEX14 TIMP1 TMEM123 TMOD3 TNFRSF4 TNFSF10 TNKS2 TP53BP2 TPMT TRADD TRAM1 TRAPPC3 TRAT1 TRIM16 TSPAN5 TSPYL1 TUFT1 UBE2E1 UBR7 UNG UPF3A USP10 UXS1 VPS33A WDR76 WTAP XRCC6 YIPF5 YWHAB YWHAZ ZFP36L1 ZFR ZFX GSE22886_NAIVE_VS_MEMORY_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_NAIVE_VS_MEMORY_TCELL_UP ACACA ACSF2 ACTN1 ACTN2 ADAP1 ADGRA3 AKAP9 ALKBH4 ALMS1 ANAPC1 AQP6 ARHGAP33 ASCC1 ATM ATP8B1 BEND5 BTK BTN3A1 CABIN1 CACNA2D2 CACNB4 CARD9 CASR CBX8 CCDC28B CCHCR1 CD55 CD79A CDK14 CDKL2 CEP152 CEP250 CLDN15 CLUH COA1 COL6A1 CORT CRCT1 CYP2A13 CYP3A4 DAPK2 DBT DCLRE1C DCP1A DCTN6 DMWD DNMBP DSC1 DYNC1LI2 ECHDC2 EGR4 ELOA ENOSF1 EPN3 ERCC3 EVX1 FAM3A FBP1 FEZ1 FMO2 FOXA2 FOXC1 FOXH1 FXYD2 GNG7 GOLGA2 GOLGA8H GREB1 GRIK5 GSAP GTF2H3 GUSBP3 HAPLN2 HAUS2 HLA-DMB HNF1B HOMER1 HOXB9 HPSE2 HSP90AB1 IFNGR2 IPP IRAG2 JRK KAT7 KCNMA1 KIAA0753 LINC00652 LRRN3 MAPK8IP3 MAPRE2 MIER2 MPHOSPH9 MTPAP MYB NDE1 NLGN3 NLRX1 NOL6 NOP16 NOTCH1 NOTCH2NLA NPFF NPFFR1 NUMA1 OVGP1 PAK3 PARP16 PDE1B PDE4C PDGFRB PDX1 PECAM1 PGF PHF1 PHF20L1 PHLDA1 PIAS4 PIEZO2 PINK1 PKD1P1 PLCXD1 PLEKHA4 PLXDC1 PNPLA4 POLM POLR1B POLR3E PPT2 PRELID3A PRKAR1B PTCD2 PTPRO PUS7L RAX RBM12B RBM41 REC8 RPGR SATB1 SBNO1 SCN1B SCN2B SEC31B SEMA4G SEMA6C SERPINF1 SH3BP2 SLC10A1 SLC16A10 SLC25A17 SLC25A37 SLC35E1 SLC5A3 SNED1 SNIP1 SPACA9 SREBF1 SSBP3 ST14 ST3GAL2 SULT2B1 SYNGR1 TBKBP1 TCF3 TCF7 TCTA TFDP2 TLE1 TLE5 TLL2 TMED1 TMEM80 TNPO2 TRIOBP TRMT44 TSR1 UBQLN4 UPK2 VNN2 VPS11 VPS52 WASF1 XDH YJU2B ZDHHC24 ZG16 ZMYND8 ZNF148 ZNF292 ZNF428 ZNF721 ZNF771 ZNHIT2 GSE22886_NEUTROPHIL_VS_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_NEUTROPHIL_VS_DC_DN ABCB7 ADO AIFM1 AIMP1 AKIP1 ANKRD10 ANKRD17 ANXA5 APPL1 ARMC1 ATP13A1 ATP1B1 ATP5F1A ATP5F1B ATP5MC3 ATP5PD ATP6V1F ATRAID ATXN10 BANF1 BUD23 CACYBP CANX CAPN2 CAPRIN1 CBFB CCDC47 CCT4 CCT8 CD81 CDC42BPB CEBPA CHCHD3 CITED2 CLNS1A CLSTN1 CNOT1 COMMD3 CSNK2A1 CTNNA1 CUL1 CUL5 CYC1 CYFIP1 DAB2 DERL1 DNM1L DOCK10 DUSP3 ECHS1 EHD4 EIF2B2 EIF4G1 EOLA1 ESD EVL FAF1 FBXL14 FBXO21 FBXO7 FCER2 GCLC GLO1 GLS GNL2 GOT2 GPR137B GPX1 GPX3 GRAMD4 GSN GSTP1 GTF2A2 GTF2H5 HCCS HLA-DMA HLA-DRA HMGN3 HSPA9 HSPE1 IARS2 IMP4 INTS14 KIAA0930 KTN1 LRPPRC LRRC8D M6PR MAN2B1 MAOA MAP2K1 MDFIC METAP2 MGST3 MITF MPV17 MRPL15 MRPL34 MRPL35 MRPL40 MRPS15 MRPS35 MRPS7 MTCH2 MTHFD2 MTREX NCOR2 NDUFAB1 NDUFB4 NDUFB8 NDUFS1 NDUFV2 NIPSNAP2 NMT1 NOL7 NUP37 OPN3 PAIP1 PCCB PDHX PEA15 PEBP1 PFDN1 PFKP POP4 PRDX1 PRDX3 PSMA3 PSMC2 PSMD1 PSMD14 PSMD5 PSMG2 PTPN18 RAD50 RALA RAN RBBP7 RBX1 RIOX1 RNF14 RNH1 RPA1 RREB1 RTRAF SDAD1 SEC31A SEM1 SEPTIN2 SFPQ SGSH SLC7A8 SLC9A6 SMARCE1 SNRPD3 SNX2 SOAT1 SRSF3 SRSF7 SSR4 STIP1 SUCLG1 SUCLG2 SUMO3 SYPL1 TBL1XR1 TGIF1 TIAM1 TIGAR TIMM10B TMEM147 TMEM14B TMEM165 TMEM243 TMX2 TPP1 TRA2B TRAM1 TRPV2 TSPAN3 TUFM TXN UBE2V2 UBE3C UFC1 UQCRH UROD UTP18 UTP3 VCP VDAC2 VDAC3 VTI1B XBP1 XRCC6 YBX1 YIF1A ZFYVE21 ZNF207 ZNF804A GSE22886_NEUTROPHIL_VS_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_NEUTROPHIL_VS_DC_UP ADAM18 ADAM8 ADGRE3 ADGRG3 AFF2 ALDH1L1 ALPK3 ALX1 APLNR APOBEC3A ARSF B3GAT1 BAMBI BASP1 BCO1 BCORL1 BIRC5 BRCA1 BTC BTN3A1 C5AR2 CAMP CD300A CEACAM1 CEBPD CELSR1 CEP170B CEP41 CFTR CHST4 CIT CLDN18 CLEC4E CNR2 CRYM CSF3R CUZD1 CXCL1 CXCR1 DDX4 DEFA6 DGKG DKK3 DPEP3 DUSP1 EFHC2 ELAPOR1 EPHB1 ERN2 ESR2 ETV1 FAM86C1P FBXO40 FCGR3B FCN1 FGL1 FLOT1 FLT4 FOXA1 FOXJ1 FPR1 FSTL4 FUT9 GCA GGTLC2 GLB1L2 GPLD1 GPSM2 GRIK1 H1-2 H4C8 HERC5 HEY1 HOPX IFITM1 IFITM2 IL9R ING1 INSL6 ISG20 ITIH3 ITIH5 KCNA5 KCNJ15 KIT KLF2 KLRD1 KRT19P2 KRT32 KRT35 L3MBTL1 LALBA LAMP5 LGI2 LHX6 LIMK2 LINC00623 LRRC1 LTB MAGEB3 MAGEL2 MATN1 MCTP2 MEFV MINDY1 MPP3 MPPE1 MTAP NCR2 NCR3 NECAB2 NHERF4 NOL4 NR5A2 NR6A1 NRF1 NUP214 OASL ODAM OGDHL OR2W1 PAQR6 PCDHGC3 PCP4 PDE4B PDK3 PHC2 PHF7 PIM2 POLB POU2AF1 PPCDC PPP1R17 PRF1 PRKCZ-AS1 PROZ PTGDR2 PTGS2 PVRIG RAB11FIP5 RAB36 RAB6B RAD54L RADX RGS4 RIMS2 RIPOR2 RLBP1 RNF122 RNF141 RORB RSAD2 RUBCNL S100A12 S100P SCD5 SCG2 SCNN1G SCYL3 SELL SIGLEC5 SIGLEC8 SIK1 SIRT3 SLC18A1 SLC24A3 SLC26A10P SLC34A1 SLC39A2 SLC5A1 SLIT2 SLITRK2 SMIM27 SNAP91 SOX3 ST20 STK17B STMN2 SYNM TAS2R1 TINAGL1 TMEM35A TNFRSF10C TNFSF10 TPPP TRAC TREM1 TREML2 TSC22D3 TTC39A TUFT1 UTY VNN2 VNN3P WAS XKR8 ZEB1 ZNF460 ZNF552 GSE22886_NEUTROPHIL_VS_MONOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_NEUTROPHIL_VS_MONOCYTE_DN ACOT9 ADH5 AHNAK AIMP1 AKR1A1 ANXA2 ANXA2P2 AQR ATP5F1B ATP5MC3 ATP5PO AUP1 BANF1 CANX CAPN2 CCT3 CCT4 CCT8 CD44 CERS6 CLSTN1 COMMD3 COX5A CREB3L2 CTSB CTSH CUL5 CYBB CYC1 DDX1 DDX39A DHX15 DNM1L DNMT1 DPYD DRG1 DUSP3 EIF2B1 EIF3A EIF3D EIF3L EIF3M EIF4A1 EIF4G1 ENO1 EOLA1 EPRS1 ESD EXT1 FASTKD1 FBP1 FBXL14 GNL2 GNPAT GNS GPX1 GRPEL1 GSAP GSTP1 GUSB HEXA HLA-DPA1 HLA-DRA HNRNPA2B1 HNRNPD HSD17B4 HSP90AB1 IDH3B IL10RA IMMT IMP4 IRAK3 IRF8 KARS1 KCTD12 KLF10 KLF4 KTN1 LGALS1 LGALS3 LGALS8 LRRC8D MAFB MAT2A MCUB MDFIC METTL9 MGST3 MRPL3 MRPL57 MRPS35 MRPS7 MTIF2 MTO1 NAA15 NAGPA NAP1L1 NARS1 NAXD NDUFA4 NDUFA9 NDUFAB1 NDUFS1 NDUFS4 NDUFS6 NIPSNAP2 NMT1 NONO NPLOC4 NRIP1 NUBP1 NUP62 NUP85 OPN3 PARK7 PDHA1 PDXDC1 PEA15 PIH1D1 PLOD3 PLXNB2 POLR2L PPRC1 PRMT1 PSMA1 PSMC5 PSMD3 PTPN2 PWP1 RABGGTB RACK1 RAN RBM3 RECQL RIN2 RNH1 RPL11 RPL23 RPL26 RPL37 RPL9 RPS13 RPS20 RPS24 RPS25 RPS27 RPS27A RPS7 RTCB RTRAF RUVBL2 S100A10 SEC31A SEC63 SFPQ SGSH SHLD2 SKIC3 SLC16A7 SLC25A3 SLC27A3 SLC7A7 SMC5 SMIM10L1 SNRPD3 SNRPF SRSF3 SRSF7 SSR4 STRAP SUMO3 SUPT7L SYNCRIP TIMM13 TIMM17A TMEM147 TMSB10 TNS3 TOMM20 TPP1 TRA2B TRAPPC2L TTC3 UCP2 UFC1 UQCRC1 UQCRH UROD USP24 UTP18 UTP3 VCAN VDAC2 WDR11 XPO1 YARS1 YBX1 YTHDC2 ZNF706 GSE22886_NEUTROPHIL_VS_MONOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_NEUTROPHIL_VS_MONOCYTE_UP ADAM18 ADAM20 ADGRG3 ALDOB ALOXE3 ALX1 AMBP ANGPTL7 ANXA13 ANXA3 AQP2 BACE2 BCO1 BUB1 CA4 CABP5 CALCA CBLN1 CCNJL CCR3 CCR9 CD2 CDH12 CEACAM1 CEACAM3 CEP72 CHP2 CHRNA3 CHST3 CIT CLC CLCN4 CLIC5 COL4A3 CPA2 CRP CSN1S1 CT55 CTTN CXCR1 CXCR2 CYP2B7P CYP4F3 DAO DDX4 DEFA6 DLC1 DNAH3 DPEP3 DUOX1 E2F1 EFHC2 ELAPOR1 EPHB1 ERCC6L ETV1 FAM163A FFAR2 FGL1 FOXA1 FOXM1 FRAS1 GAL GFM1 GLRB GPATCH4 GPLD1 GPR63 GRIK2 H1-2 H3C10 HAO2 HCG4B HCN4 HMGB3P1 HOPX HSPB2 HTN3 IL2RB IL5RA IL9R INSL5 ITGA2 ITIH5 KATNBL1 KCNA4 KCNJ15 KCNJ5 KIAA1614 KIR2DL4 KIR3DL1 KITLG KLRD1 KRT23 KRT35 KRT37 LAMP5 LCT LGI2 LHX6 LIFR LRRC1 LTB MAGEA3 MAGEA6 MAGEC2 MAGEL2 MAK MANSC1 MAP1LC3C MAP2 MATN1 MCF2L MCTP2 MEFV MID2 MME MTAP MYCBP MYO10 NECAB2 NLGN4X NOL4 NPAS3 NPY4R NR0B2 NR5A2 NRCAM OGDHL OPHN1 OR2W1 OVOL2 PARD3 PCP4 PDCD4-AS1 PGPEP1 PHC2 PHF7 PLOD2 PNO1 POU2AF1 PRF1 PRKD1 PROZ PSG6 PTGDR2 PTPRJ PYGM RAB11FIP5 RECK RGN RGS4 RHPN1-AS1 RIMS2 RLBP1 RNF17 RUBCNL S100A7 SCAND2P SCARA3 SCD5 SERHL2 SERPINA6 SIGLEC8 SLC18A2 SLC22A17 SLC24A3 SLC39A2 SLC49A3 SLC5A1 SLITRK2 SLPI SMIM27 SNAP91 SOX3 ST20 ST7L TAAR2 TCN1 TDRD12 TENT5C TFCP2L1 TJP1 TMEM40 TNFRSF10C TNFSF18 TREML2 TTC39A TUFT1 UBE2D4 USP10 VCAM1 VGF ZDHHC18 ZNF507 ZNF552 ZNF816 GSE22886_TCELL_VS_BCELL_NAIVE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_TCELL_VS_BCELL_NAIVE_DN ABCA1 ADAM19 ANKRD34C AP1G1 ATP10D ATPAF2 ATXN3 BACE2 BANK1 BCL11A BCL2L2 BCL7A BLNK BTK CCDC170 CCP110 CD180 CD19 CD1D CD200 CD22 CD72 CD79A CD79B CD80 CDK14 CEP43 CHL1 CHST4 CLCN4 CLCN6 CLEC4A CLEC4E CLMN CNKSR2 CNR1 CNR2 COBLL1 COL9A2 COLEC10 COLEC12 CORO2B CRHR2 CSRNP3 CTNNAL1 DBNDD1 DCAF17 DDR1 DIAPH3 DLG5 DMC1 DNMBP DPF3 DPPA4 DSP DTX4 ENTPD1 FADS3 FAM30A FBLN1 FBXO4 FCGR2B FCRL2 FGF7 FMO5 FOXN2 FPR2 FRAS1 FZD10 GATM GCNT1 GJA9 GM2A GPATCH2L GPM6A GRK3 GSTA1 GSTA4 GTPBP3 H4C6 HBBP1 HCN4 HDAC9 HESX1 HHEX HILPDA HLA-DMA HLA-DMB HLA-DOA HLA-DOB HMGCS1 HYDIN IDI2-AS1 IFNA4 IFNA7 IL13RA1 IL1R1 IL24 IRF8 KATNBL1 KCNJ2 KMO KYNU LAMC1 LARGE1 LIMK2 LY86 MAGEA3 MAGEA4 MARCHF3 MAS1 MEF2C MID1 MIR600HG MPZL1 MS4A1 MTCL1 MTMR10 MYEF2 MYO1B MYOZ3 NCKIPSD NEIL3 NIPSNAP3B NOD1 P2RX5 PARM1 PAWR PDE10A PEG10 PGR PHLPP2 PI15 PIK3C2B PIP5K1B PKIG PLCG2 PLPP3 PNOC POLR1HASP PRPH2 PTGS1 RAB30 RHD RHOBTB1 RHPN1-AS1 RIC3 RIPOR1 RUBCNL SAMD4A SBNO1 SCML2 SCN3A SEMA3C SEMA4F SERPINB5 SLC12A2 SLC24A1 SLC6A16 SLC9A7 SMPX SMR3B SNX13 SOBP SOGA1 SOX5 SPIB SPOCK1 STAP1 STRN3 TAF4B TBC1D19 TCF4 TCL1A TCL6 TFPI2 TIAM2 TIMELESS TMEM156 TNFSF4 TNS3 TREML2 TSHB TSPAN13 TSPYL5 TULP2 UGT2B15 USP2 UTP25 VAV2 VPREB3 VSIG10 ZNF112 ZNF532 ZNF552 ZNF606 ZNF682 ZNF747 GSE22886_TCELL_VS_BCELL_NAIVE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_TCELL_VS_BCELL_NAIVE_UP ABHD14A ACAA2 ACTG1 ADGRE5 ADNP2 AIFM1 ANXA1 APBB1IP ARHGEF1 ARL4C ARRB2 ATP13A2 ATP1A1 B4GALT3 BBLN BCL11B BCL7C BEX3 BTN3A1 BTN3A3 CABIN1 CASP6 CCND2 CD2 CD247 CD27 CD3D CD3E CD3G CD7 CDR2 CEP68 CITED2 CLPP CTDP1 CTSD CYTH2 DDX28 DEF6 DEXI DGKA DGKZ DHX30 DNAJB1 DOCK9 DPP4 DUSP7 DYNLT1 DYRK2 ECHDC2 EEIG1 EGLN2 EMC6 ENO2 ENOSF1 ETHE1 EVI2A EXOSC7 FKBP5 FLT3LG FMNL1 FXN FYB1 GATA3 GBP1 GBP2 GIMAP5 GIMAP6 GLRX5 GMPS GRPEL1 GRSF1 GYPC GZMM HAX1 HIPK1 HMG20B HMOX2 ID2 IFITM1 IFITM3 IL17RA IL27RA IL32 IL7R INPP4A INPP4B ITGA6 ITGAL ITK ITM2A ITPKB KCNAB2 KIF22 KLHDC3 KLHL21 LCK LDHB LEF1 LEPROTL1 LIME1 LPIN2 LRCH4 LTBP4 LY6E M6PR MAL MED15 MOGS MPG MRPL12 MSL1 MVP NBR1 NDFIP1 NELL2 NIPAL3 NME3 NMRK1 NOSIP NRBP1 NUCB2 PBXIP1 PGAP6 PITPNC1 PKM PLAAT4 PLCG1 PPM1G PPP2R1A PPP6R1 PRKCA PRKCH PRKCQ PRMT2 PSMC1 PSMD1 PXN R3HCC1 RANGAP1 RASA3 RBM42 RGCC RGS10 RHOG RIOX1 RNF115 RNF167 RNF187 RPL34 RRS1 RSL1D1 RTN3 RTN4 RUNX1 SAE1 SAMHD1 SAMSN1 SCAP SELENOW SELPLG SEMA4D SERINC3 SF3A3 SIGIRR SLC2A4RG SMARCA4 SMPD1 SORL1 SPOCK2 SRGN STAT5B TACC3 TBCD TECR THYN1 TIMP1 TMEM11 TMEM115 TNFRSF1A TOB1 TPI1 TRABD TRAC TRNAU1AP TRPV2 TSC22D4 TSPO TXK TXN2 UBASH3A UNC119B UPP1 USP20 WWP1 YIPF5 ZAP70 ZNHIT2 ZYX GSE22886_TH1_VS_TH2_12H_ACT_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_TH1_VS_TH2_12H_ACT_DN AAMDC ACP2 AGRP AKAP13 AP3S1 AQR AR ARG2 ARHGAP26 ARMCX5 ARSF ASCC1 ASXL1 ATRAID BPY2 BTN1A1 C1orf116 C22orf31 C2CD5 C6orf15 CAMK4 CARF CD164 CD93 CDC40 CDC42EP2 CEP350 CEP41 CEP70 CHRD CLCA2 CLCA3P CNPY4 COL1A1 COL8A1 CSTB CTNNA2 CXCL10 DCAF11 DDR1 DENND5A DIDO1 DIO2 ESR1 ESRRG FKBP6 FKRP FMO5 FNBP1 GAD2 GALK1 GALNT3 GBA3 GHR GIPR GJB4 GLB1 GLS2 GNG3 GP9 GPR132 GRIP2 GTPBP8 GZMA H1-0 H3C6 HCAR3 HERPUD1 HIP1 HLA-K HOMER2 HPSE HSDL2 IFNA16 IKZF3 IL13 IL5 INPP4B ITPR1 JAK2 KCNAB2 KCNJ5 KISS1 KLF3-AS1 KRAS KSR1 LGI1 LIF LIMA1 LRRC3 LRRC37A2 MANBA MBNL2 MBOAT7 MC3R ME1 MEP1A MGAT4C MIA MINDY2 MIPEP MKS1 MLANA MMRN2 MRC2 MT1M MT3 MT4 MTNR1B MYT1 NAGLU NCSTN NEAT1 NEK7 NEO1 NIPSNAP3B NMB NOS1AP NPHP4 NYX OFD1 OR7E87P P3H2 PAQR5 PCDH12 PCDH9 PCLO PCYT1A PDE10A PITPNM1 PKP3 PLA2G4A PMEL PMFBP1 POLI POU3F3 PTP4A1 RAB25 RAP1A RARB RHAG RNF125 RNF130 RNF138 RNF167 RNF19A RNF5 RPS27A RPS27L RTCA SELENOW SETX SHBG SIGLEC9 SLC35A1 SLC39A14 SLC39A8 SLPI SMAD1 SNAI2 SNTG1 SNX10 SOCS5 SPINT2 SPRR3 SRBD1 ST8SIA4 SUSD4 TAC3 TAT TBC1D8B TBX3 TENM1 TFAP2C TLL1 TMED2 TMEM248 TMEM50B TNFAIP1 TNKS TNNI2 TNRC6B TPMT TRH TRIM13 TRIP11 TRNAU1AP TTC21B UGT8 VSNL1 WIPF2 ZBTB22 ZFYVE21 ZNF337 ZNF419 ZNF550 ZNF710 GSE22886_TH1_VS_TH2_12H_ACT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_TH1_VS_TH2_12H_ACT_UP ACACA ACADSB ACO2 AKT1 ANK3 ANKMY1 ANXA5 AP1M2 APPL1 ARHGEF2 ART4 ASRGL1 ASXL2 ATP6V1B2 ATP8A2 AZGP1 B3GALNT1 BACH2 BBS9 BCR BICD2 BMP3 BTBD7 C11orf80 C1orf216 C2CD2 C8A CAMTA1 CCDC40 CCDC88C CD226 CDC25B CDR2 CHIA CLDN8 CNGA1 CNKSR1 COL6A3 COQ6 CTDSPL CTSH CXCL8 CYFIP2 DBN1 DCP1A DIXDC1 DMRT1 DNAJC6 DPT DPYSL2 DRICH1 DUSP1 ELOVL1 ELOVL6 EPB41L4B EPHX1 ESRRA EXOSC7 FBXO31 FGGY FHOD1 FLOT1 FUT8 GGNBP2 GLB1L2 GOLM1 GPATCH3 GPR143 GPR25 GPR63 GPRC5C GSAP GSTT4 H2BC11 H2BC9 HLA-DOB HRAS IER3 IL12RB2 INTS11 IP6K2 JUN KCNC3 KIF21B KLHDC10 KPNA1 KRT75 L1TD1 LAIR1 LEPROT LPAR4 LSAMP LY6E LY6G6C MAGEB4 MAGEH1 MAPK12 MASP2 MDM1 MEST MID1IP1 MPZ MVB12B NBEA NBL1 NCLN NFX1 NKAPD1 NMU NOD1 NPDC1 NPTX1 NR4A3 NRF1 NTRK1 NUMB OLFML1 OR7E14P OTUB2 P2RY11 PAM PAPSS2 PCK1 PDGFRB PEA15 PELP1 PIN1 PIP5K1C PLSCR1 PLXNB2 PMPCA PNMA1 PNO1 POFUT2 PQBP1 PRSS23 PSME4 PTCD1 PTEN PTPN3 RAB33B RAB3GAP1 RBM15B RCAN1 RDX REG1B RIOX2 RIPOR2 RPAP1 RPL12 RPL24 RPS6KA1 SCN11A SERPINE2 SHTN1 SLA SLC2A9 SLC43A1 SMAD7 SNX24 SPRED2 SRD5A3 SSBP3 ST8SIA3 STX18 STXBP1 TBCCD1 TBKBP1 TBX21 TFR2 TGIF1 THEM6 TLCD3A TMEM131 TMEM184B TMEM35A TMPRSS11E TNNI3K TRAF3 TRIM26 TRIP6 TRPM3 TRPM4 TRPS1 TST TUFT1 TUT1 TWIST1 UCHL1 URGCP VSTM4 WASL WDCP XYLT1 ZBTB20 ZBTB32 ZEB2 ZFP36L1 ZNF556 GSE22886_TH1_VS_TH2_48H_ACT_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_TH1_VS_TH2_48H_ACT_DN ACAP2 ACP5 ACTR2 ADAMTS13 ADAR AFF1 AGPAT1 AKAP11 AKAP13 AMPD3 ANGEL2 ANKRD10 APOL1 ARG2 ARHGAP26 ARPC5 ATP6V0E1 BBS10 BFAR BTN3A3 CAB39 CAMK2G CAPNS1 CASD1 CCDC22 CD164 CDCP1 CDK19 CHCHD7 CLDND1 CLGN CNIH1 CRLF3 CTAGE9 DENND4C DNAJB9 DNASE1L1 DOCK2 DPYD DROSHA DUSP7 EDEM3 EFCAB14 EGLN3 ELF4 EML4 ERN1 FAM171A1 FAM200C FBXW2 FILIP1L FOXD2 FOXN3 FOXO1 GAB2 GABPB1 GDE1 GIMAP6 GIN1 GNAQ GZMA H2AC11 H2BC8 HERC3 HERC4 HEXA HEXB HOMER2 ICAM3 IL10RB IL17RB IL4 IL4R IL5 IMPACT INPP4B ISG20 JAK2 KCNJ12 KRAS KRBOX4 KRCC1 LAPTM4A LIPA LNPEP LPIN2 LRIG1 LRIG2 MAN1B1 MARCHF8 MAX MBD5 MGAT1 MKRN1 MT1E MT1F MT1G MT1H MT1HL1 NAGPA NCOA3 NME3 NMT2 NRIP3 NT5C2 OPHN1 PARP11 PARP12 PARP4 PCMTD2 PDE4A PEX11B PGLS PHIP PHKB PHTF1 PIK3R1 PKD2 PLA2G4A PLCL1 PLCL2 PLIN2 PLPP1 PLXNC1 PRKCA PRKCQ PRKX PRNP PSMB9 PTGER2 PTGER4 PTPN14 PTPRA PTTG1IP RALGAPB RASA1 RBM26 RBM47 RFPL1S RGS14 RGS9 RHOF RNF11 RNF125 RNF170 RPN2 RPRD2 RREB1 RSAD2 RSBN1 RTF1 RTN3 RUNX1 SCP2 SCPEP1 SDCBP SETX SGSH SH3BGRL SLC11A2 SLC35E3 SLC46A3 SMAD1 SMAD2 SNAP23 SP140L SSR1 SSR2 TAF5L TAF7 TCIRG1 TIPRL TMED2 TMEM127 TMEM187 TP53TG1 TRAPPC8 TRIM5 TRIM52 TRNAU1AP TTC9 TXNDC15 UGP2 VGLL4 VPS4B WASF2 WDR37 XPNPEP3 ZBTB24 ZDHHC4 ZFYVE21 ZMYM1 ZNF131 ZNF175 ZNF217 ZNF267 ZNF274 ZNF45 ZNF468 ZNF623 GSE22886_TH1_VS_TH2_48H_ACT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_TH1_VS_TH2_48H_ACT_UP ABCA4 ACRV1 ADAMTS12 ADH7 ADRA2C AGT ANKRD28 ANXA2P2 AOC1 AOPEP APOBEC1 ATF5 ATP6V1B1 B3GALNT1 BACE1 BACH2 BARX1 BARX2 BFSP1 BRS3 C10orf95-AS1 CAVIN3 CCDC57 CD226 CD320 CD83 CDC42BPB CDC42EP1 CDH19 CDHR2 CDK20 CDR2L CEND1 CFHR5 CFP CHRNA4 CHRNB2 CKB CLDN7 CLIC2 COLEC12 COX10 COX6A2 CPN2 CRISPLD2 CRNN CT55 CTNND2 CTSH CUX1 CXCL11 DDAH1 DDIT3 DECR2 DEPP1 DGKI DHX34 DLG2 DLX5 DNAJB5 DPM2 DTNB ECE1 EDA2R EEF2 EMP1 EN1 ENPEP EPHB3 ERCC1 EREG ERG FADS3 FAH FBXO40 FGF21 FGF7 FHL3 FJX1 FLRT3 FN3K FZD7 GABRG2 GCNT2 GLS2 GNG7 GNL3LP1 GOLM1 GPR6 HCRTR1 HDLBP HOXA6 HOXC8 HROB HSPB1 IER3 IFNG IL1RAPL1 INKA2 ITGA10 ITPK1 JUN KCNA10 KCNN4 KIF21B KRT15 KRT20 KRT84 LAMB3 LDLRAD4 LGALS3 LILRA2 LPAL2 LSAMP LTBP2 MAOA MAP3K14 MOBP MRAS MTX1 MYO19 MYOG NCALD NDOR1 NPY NR2E1 NRCAM OLFML2A OLIG2 PAX5 PEG3 PELI1 PEX7 PKD2L1 PLA2G7 PLCE1 PLCG2 PLXNB2 PMEPA1 PNLIPRP1 POM121L2 POU1F1 POU2AF1 PPP1R15A PPP4R1 PREX2 PRKCZ PROX1 PTPRO RAP1GAP RASL10A RCAN1 RFPL3 RIPK2 RTN1 S100A7 SARS2 SCGB1A1 SGK1 SIPA1L1 SLC11A1 SLC15A2 SLC35F2 SMYD5 SOCS6 SORBS1 SPA17 SPACA9 SPRY1 SSBP3 ST14 STXBP1 SYT17 TAPT1 TBX21 TBXA2R TCP11L1 TFR2 THY1 TLL2 TMEM11 TMEM53 TNFRSF12A TNP2 TRIM49 TRPS1 TTLL4 TUBB2B UCP1 UQCRFS1 VARS1 VENTX VWF XCR1 ZC3H7B ZNF197 ZNF205 ZNF408 GSE22886_UNSTIM_VS_IL15_STIM_NKCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_UNSTIM_VS_IL15_STIM_NKCELL_DN ALG5 APOO ARMC1 ASCC3 ASNS ATP1A1 BCAT2 BCL2L1 BLM CCT2 CCT5 CCT6A CCT7 CCT8 CD226 CDC20 CDC45 CDC6 CDK2 CDK2AP2 CDK4 CDT1 CENPS CIAO2B CISH CKS1B CKS2 COPS3 CORO1C CPD CRELD2 CSE1L CTNNAL1 CTPS1 DCLRE1A DCTPP1 DNAJC9 DNMT1 DONSON DPP3 DPP4 DTL EBNA1BP2 EEF1E1 EIF2S1 EIF3J ELAVL1 ELOVL6 ENO1 ENOPH1 EPRS1 FANCE FDX1 FEN1 FH GGCT GINS2 GLRX2 GLRX3 GMNN GNL2 GPN3 GRPEL1 GZMA H2AX HAT1 HDAC2 HMGCR HMGXB4 HNRNPAB HSPA14 HSPD1 IARS1 IL4R IPO7 ITPRID2 JPT2 KPNA2 LDLR LMNB2 LTA LTB MAD2L1 MANF MAT2A MCM10 MCM2 MCM4 MCM5 MCM6 MCM7 MCUR1 MED20 MLEC MMD MRPL15 MRPL17 MRPL35 MRPL39 MRPS15 MRPS35 MRPS7 MSH6 MSMO1 MTCH2 MTHFD1 NASP NDUFA6 NELFE NIPA2 NME1 NSDHL NUP205 NUP37 NUP58 NUP98 NUTF2 ORC1 PA2G4 PAICS PAK1IP1 PBK PCNA PGRMC1 POLD1 POLD2 POLR2H POLR3K PPAT PPP2R1B PRC1 PRDX3 PRNP PSMB5 PSMB6 PSMC3 PSMC4 PSMC5 PSMD14 PSMD6 RAD51AP1 RAN RANBP1 RBBP8 RFC4 RFC5 RPA3 SARS1 SFXN1 SHMT2 SLC1A4 SLC1A5 SLC39A1 SLC39A14 SLC39A8 SLC7A1 SLCO4A1 SMC4 SNRPB SNRPG SQLE STIP1 STOML2 STX3 SUCLA2 SUV39H2 TCP1 TEX30 TFDP1 TIPIN TMEM97 TNFRSF12A TOPBP1 TPM4 TRIP13 TUBA1B TUBA3C TUBB4B TUBG1 TUBGCP3 UBA2 UBE2M UBE2N UBE2S UGDH USP1 USP14 USP16 UTP11 UXS1 VBP1 VDAC1 VIM WDR1 WDR12 WSB2 XPOT XRCC5 ZMPSTE24 ZZZ3 GSE22886_UNSTIM_VS_IL15_STIM_NKCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_UNSTIM_VS_IL15_STIM_NKCELL_UP ABLIM1 ACVR2A ADA ADAM18 ADCY2 AKAP8L AMOT AMT ANGPT1 APOM APP ARHGEF17 ATG14 ATG2A ATM ATP12A ATP2B4 BAZ2A BBS1 BCKDHA BICRA BIRC2 BSDC1 BTD BTG1 BTN3A1 BTN3A3 C14orf93 CAMK1D CARF CBFA2T2 CBLIF CBX4 CCNG2 CCNL2 CCT8L2 CD6 CDKN2D CDX4 CHMP1B CITED2 CLCN7 CLDN15 CLEC2D CLIC3 CLK1 CMKLR1 CNNM3 COL5A1 COQ8A CPVL CYP24A1 DCN DDX28 DGLUCY DPEP2 EAPP EFEMP2 EFHC2 ELAPOR1 EXOC3 EZH1 FAM174B FAM193B FLT3 FRAS1 GABPB1-IT1 GAREM1 GNS GPA33 GPR153 GPRASP3 GSDME GZMK HAP1 HBQ1 HCN2 HDAC5 HOXA5 HSPBAP1 HYI IDUA IGKV1D-13 IKBKE INSRR IRF3 KAT6A KDM3A KDM4A KLHL29 KLHL3 KLRC4 KNG1 KRT84 LAMA5 LDB2 LGALSL LINC00115 LMO1 LRRC17 LRRC37A3 MAP3K3 MAU2 MCOLN3 MFSD11 MKRN1 MMP2 NCOA1 NIPSNAP1 NKTR NLRP1 NME8 NR1I3 OGA OXLD1 P2RX1 PAGE4 PAIP2B PAN2 PAOX PARP4 PARP8 PBXIP1 PCDHGA8 PCMTD2 PDCD4 PDPK1 PIK3IP1 PIP5K1B PLCG2 PNISR PPP1CC PRKY PSPC1 RABGAP1 RANBP17 RAP1GAP RBP4 RIMS1 ROGDI RXRB SCAMP5 SEC31B SELL SEMA5A SERPINC1 SEZ6L2 SFI1 SIK3 SLC17A7 SLC1A7 SLC24A1 SLC6A5 SMARCD3 SMIM2 SNHG32 SNRPN SNX29P2 SPOCK2 SPRR1B SPSB3 SRSF5 STAG3L4 STAT6 SYNM TARBP1 TEX41 TGFB2 TLE1 TMEM242 TNP2 TRANK1 TRIM10 UBA7 UBOX5 UBTD1 VILL VPS11 VPS37A VPS8 WDR45 WDR48 YPEL1 ZBP1 ZBTB20 ZBTB40 ZCCHC14 ZDHHC17 ZFC3H1 ZFHX4 ZNF212 ZNF226 ZNF33B ZNF394 ZNF556 ZNF767P GSE22886_UNSTIM_VS_IL2_STIM_NKCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_UNSTIM_VS_IL2_STIM_NKCELL_DN ABCF2 ACACA ADARB1 ALDH18A1 APOO ARHGDIA ASNS ATP1A1 AUNIP B3GALNT1 BCCIP BCL2L1 BLM BRCA2 BYSL CCND2 CCT2 CCT6A CCT7 CCT8 CD69 CDC20 CDC25A CDC37 CDC45 CDC6 CDCA4 CDK2AP2 CDK4 CDK6 CDT1 CENPS CHEK1 CISH CKS1B CKS2 CLN6 COPS3 CRELD2 CSE1L CSNK2B CTPS1 CYP51A1 DCLRE1A DCTPP1 DDOST DDX39A DHCR7 DIMT1 DKC1 DNAJC9 DONSON DPP4 EBNA1BP2 ECHDC1 EEF1E1 EIF2S1 ENO1 EPRS1 ERCC6L ESPL1 EXO1 EXOSC2 FABP5 FASN FEN1 FLT3LG GEM GGCT GINS2 GINS3 GMNN GRWD1 H2AX HMMR HNRNPAB HNRNPC HSPA9 HSPD1 IARS1 IFRD2 IL4R IMPDH2 IPO4 IPO7 JPT2 KLHL2 KPNA2 LDLR LMNB2 LTA LTB MAT2A MCM10 MCM2 MCM4 MCM6 MCM7 MCUR1 MLEC MLH1 MMD MRPL17 MRPL3 MRPL35 MRPL39 MSMO1 MTHFD1 NAA15 NASP NDUFA6 NME1 NOL6 NOP10 NUP107 NUP188 NUP93 ORC3 P4HB PA2G4 PAICS PAK1IP1 PCNA PDSS1 PIGV PKM POLD2 POLR2H POP1 PPRC1 PRC1 PRDX3 PRMT3 PRPF4 PSMB5 PSMD1 PSMD14 PSMD6 PTPN7 RAD23A RAN RANBP1 RBM14 RFC4 RPA3 RRS1 SARS1 SCLY SENP3 SHCBP1 SHMT2 SLC16A1 SLC1A5 SLC39A14 SLC7A1 SLCO4A1 SMARCB1 SMG9 SNRPB SNU13 SPOUT1 SQLE SREBF2 STIP1 STK17B STOML2 STX3 SUV39H1 SYNCRIP SYNE3 TCP1 TEX30 TFDP1 TIPIN TLN1 TMEM97 TP53 TPM4 TRIM28 TRIP13 TSEN2 TUBA1B TUBA1C TUBA3D TUBB TUBB3 TUBB4B TUBG1 TXNRD1 UBE2M UBE2N UBE2S UCK2 USP14 VIM WDR1 WDR12 WDR3 XPOT XRCC5 GSE22886_UNSTIM_VS_IL2_STIM_NKCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_UNSTIM_VS_IL2_STIM_NKCELL_UP ABCD4 ACTMAP AFF1 AKAP13 AKAP8L ANGPT1 APBB3 APOBEC1 APOM ARHGAP12 ARHGAP25 ARIH2 ATG2A ATM ATXN1 BAZ2A BLTP1 BSCL2 BSDC1 BTD BTG1 BTN3A1 BTN3A2 BTN3A3 C14orf93 C2CD2 CAMK1D CASP9 CBFA2T3 CBX4 CCNG2 CCS CDKN2D CHMP1B CHRM4 CIR1 CITED2 CLCN6 CLCN7 CLDN15 CLEC2D CMKLR1 COQ8A CRACDL CRYBB1 CSTPP1 CTDSP2 CTSF CXCR4 DGLUCY DLG2 DPEP2 DSTYK DUSP22 DYRK2 EFHC2 ELANE EXOC3 FAM8A1 FLT3 FOXO3 FRAT1 FRAT2 FYB1 GAREM1 GCC2 GM2A GNB5 GPA33 GZMK H2AC11 HDAC5 HSPBAP1 HYI IGBP1 IL10RA IP6K2 IRF3 IZUMO4 KDM3A KIF1B KLF9 KLHDC2 KLHL3 KLRC4 KRT18 LCN2 LMBR1L LMO1 LRRC37A3 LTF MAN1B1 MCHR1 MCOLN3 ME3 MED15 MED25 METTL3 MICALL2 MKRN1 MSL3 MTMR3 MXI1 MYCBP2 N4BP2L2 NACA NCK2 NFATC1 NIPSNAP1 NME8 NNMT NOP53 NUMA1 OR2F1 ORM1 OSER1 OXLD1 PAIP2B PAN2 PARP6 PBXIP1 PCNT PDCD4 PHF21A PIK3IP1 PLCG2 PLEKHM1 POLL POLR1HASP PRDM4 PRELID3A PRKY PSPC1 PTPRM PTTG1IP RABGAP1 RFX7 RHBDF2 RNASET2 RPL13A RPL30 RPS12 RPS15A RPS6KA2 RSRP1 RXRB S100A12 SDHA SDHAP1 SELENOP SGSH SHOX2 SIDT1 SIDT2 SIK3 SLC1A7 SLC24A1 SLC26A10P SLC35D2 SLC6A11 SPINK2 SPSB3 SRSF5 SRSF8 ST6GAL1 STAT6 SUPT7L TARBP1 TASOR TDRD3 TEKT2 TKFC TP53TG1 TRIM10 TSC22D1 TTN TYROBP UBA7 UBE2B UBTD1 VIPAS39 VPS11 VPS39 VPS9D1 WDR33 WDR45 WDR48 YPEL1 YTHDC1 ZBP1 ZCCHC14 ZER1 ZFTRAF1 ZFYVE16 ZNF226 ZNF688 GSE22886_UNSTIM_VS_STIM_MEMORY_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_UNSTIM_VS_STIM_MEMORY_TCELL_DN ABCF2 ABHD10 AIMP2 ALG8 AMD1 AP2S1 APEX2 ARPC5L ATAD5 ATIC ATP13A3 ATP1B3 AVEN BAG2 BARD1 BCAP29 BUB3 BZW2 C1QBP CCT6A CDC123 CDK2AP2 CDK7 CDT1 CHAF1A CLTA COA4 COQ3 COX5A CPOX CSNK2B CTNNAL1 CTPS1 CTR9 CYC1 DBF4 DCTN5 DCTN6 DDX18 DERL1 DHFR DHX15 DHX9 DLEU2 DNAJB6 DSN1 ECHDC1 ECHS1 EED EGFL6 EGR2 EIF2B1 EIF3B EIF6 ELAC2 ELAVL1 ELL2 ELOVL1 ERLIN1 FANCL FKBP1A FKBP4 GLMN GLRX3 GMPS GNPAT GPI GSTP1 H2AZ1 HAX1 HMGB2 HNRNPF HNRNPR HPSE HSPA14 HSPA8 HSPE1 ICMT IDH3A IFT25 IL12RB2 IMPA1 IPO4 KCNN4 KIFC1 LARS2 LMNB2 LRRC59 LSM2 MACIR MAGOH MAT2A MCM3 MED6 MOB1A MPDU1 MRPL13 MRPL39 MRPS16 MRPS28 MYB MYO1B NAA50 NAT1 NCAPD2 NCAPD3 NCBP1 NCKAP1 NDC1 NDUFS6 NEK4 NME7 NOLC1 NOP2 NUBP1 NUP107 NUP205 NXT2 ODC1 PAQR4 PDHA1 PIGF PKM PLAA POLA1 POLR3E POP4 PRIM1 PRMT1 PRMT5 PRPF31 PRPF4 PSAT1 PSMA7 PSMB4 PSMD11 PTBP1 PTPN11 PUM3 RAB1A RABGGTB RBM12 RDX REEP5 RNF19A RPP30 RRP15 RYBP SDC4 SDHB SH2D2A SLC25A3 SLC35B1 SLC39A8 SLIRP SMARCA5 SMC1A SMC4 SMCO4 SNIP1 SNRPD1 SNRPF SNRPG SNU13 SOAT1 SRGN SRM STIL STIMATE TAF1A TAF2 TCERG1 TCF12 TEX30 TFAM TGS1 THNSL1 TIGAR TIMM44 TIMM8B TMEM70 TNIP2 TOMM70 TOP1 TPI1 TRAF1 TRIP12 TRIP13 TRMT5 TST TTC4 U2AF1 UBE2Z VDAC2 VDR WARS1 WEE1 XPOT ZNF282 ZWILCH GSE22886_UNSTIM_VS_STIM_MEMORY_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22886_UNSTIM_VS_STIM_MEMORY_TCELL_UP ACAP2 ADGRE5 AGO4 ALPP ANKH AQP1 ARHGAP5 ARL2BP ATP6V1G1 AVPR1B BEX4 BIN1 BNIP3L CA5A CALHM2 CAPG CAPN2 CAT CCKAR CCNI CD300A CDC25B CDK20 CERK CHI3L2 CITED2 CLEC5A CNN2 CNNM1 CNOT8 CNPY3 CREBL2 CSGALNACT1 CTDSP1 CTDSP2 CUTA DALRD3 DAZAP2 DBP DNAJB2 DNM3 DPEP2 DPYD DYNC2H1 ECHDC2 EEF1D EHD1 EIF3H ENSG00000274253 EPHB1 EPHB2 EPPK1 FAM117A FAU FBXL5 FBXO9 FCMR FGF9 FLI1 GGA1 GLRX GMEB2 GOLGA7 GPD1L GPKOW GPSM3 HCN4 HFE HIVEP2 HMCES HMGN4 ICAM3 IER2 IFNA16 IFNAR2 IGBP1 IL5RA ING4 INPP5D INPP5K ITGA4 ITGA6 ITGB2 JUN JUND KCNIP1 KDM4C KLRG1 KRBOX4 LCP2 LDAF1 LDLRAP1 LGALS4 LIME1 LINC00623 LIPA LSM14A MAPK10 MARCHF8 MARCKSL1 MCF2L MEAK7 MOAP1 MPRIP MUC2 MXD4 MYBL1 MYO1F MZF1 NAGPA NAIP NDRG3 NHERF1 NINJ2 NKX3-1 NMT2 NR3C2 NSA2 OSBPL8 PARP16 PCDHGA1 PI4KB PIGC PIK3R1 PIP4K2A PITPNC1 PLCG1 PLEKHB1 POU6F1 PPP6R2 PPP6R3 PRKCH PRKCZ PRMT2 PRR5 PTEN PTPN4 PYCARD RAP1GAP2 RAP2B RBM22 RETREG1 RGS14 RNASE3 RPLP2 RPS9 RUNX1 S100A4 S1PR4 SCAMP1 SEPTIN9 SESN1 SHC1 SIDT1 SIGIRR SIRPG SKAP1 SLC22A18 SLC6A16 SMARCA2 SNX3 SNX6 SPTBN1 SSR2 STK38 SUN2 TBCC TCF20 THAP12 TLE4 TMC6 TMEM123 TMEM80 TMEM9B TNFSF12 TOP2B TPBG TPD52L1 TRAPPC6A TRAV8-3 TRBC1 TRDV2 TSC22D1 TSPAN32 TTC9 UBA52 UXT VENTX VILL VNN1 VNN2 VWA7 XPA ZGPAT ZNF133 ZNF337 ZNF688 ZNF721 GSE22919_RESTING_VS_IL2_IL12_IL15_STIM_NK_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22919_RESTING_VS_IL2_IL12_IL15_STIM_NK_CELL_DN ACP6 AGO4 AKNA ALG6 ANKZF1 ANXA1 APLF APPL2 ARHGAP45 ARHGAP9 ARID5A B3GLCT BACE1 BBS4 BCL7A BFSP2 BNIP3L BSDC1 C9orf85 CABLES2 CAMKMT CAPN1 CCDC12 CCDC66 CCDC82 CD47 CDC14A CDK2AP2 CDK5RAP2 CDKN1B CDKN3 CELF2 CEP162 CEP95 CETN2 CHMP5 CHST12 CKLF CLCC1 CNRIP1 CNTRL COG1 COMMD4 CPNE5 CRADD CREB1 CREB3L2 CYLD CYP2R1 CYTH1 D2HGDH DCLK2 DENND1B DLGAP5 DNMBP DOCK8 DPM3 DUSP19 DXO DYNLT3 EAF2 ECH1 EP300 EVI2B EXOC7 FAM117A FANCG FCSK FES FH FLI1 GDI2 GMNN GNB2 GPD1L GPI GPR18 GTF3A H2AC25 HAUS5 HERC2 HLA-DOB HPGD HSDL2 HSH2D IDH2 IFIT3 IFT22 IFT25 ING1 IRF2 ITGB3BP IVD KCNA3 KCTD20 KDM7A KIAA0930 KIFBP KIZ KLF3 KLHL24 KYNU L3MBTL3 LCLAT1 LRCH3 LRRC61 LY6D LY86 MAP3K3 MAP4K3 MCCC1 MEAK7 METTL8 MIEN1 MMUT MPEG1 MS4A1 MTMR3 MX1 N4BP2 NAA38 NAE1 NAP1L1 NAPG NCF1 NDUFB11 NDUFS2 NEDD4 NME7 NMI NOD1 OTUB2 OXR1 PADI2 PAGR1 PAPSS2 PDCD4 PECAM1 PHC3 PHF14 PHF21A PHKA1 PHKB PHYHD1 PPT1 PSMB8 PTCD2 PTPN18 PTPRC RASSF4 RBM43 RCHY1 RDH12 RFC2 RFC5 RIPOR2 RNF141 RNF167 RNF213 RWDD2A SEPTIN9 SERINC3 SETD2 SH3TC1 SH3YL1 SHLD1 SLC14A1 SLC35C1 SMAGP SMARCA2 SMARCAL1 SMIM19 SMIM20 SPC24 SPICE1 STXBP4 SUOX SUSD3 TCEA3 TCF3 TLR4 TMCO1 TMED3 TMEM14A TMEM184C TMEM63A TNFRSF18 TRIM5 TRMU TSPYL4 TUBGCP6 UNC119 VPS13B VPS41 WDR11 ZBTB4 ZFP90 ZNF318 ZNF414 ZNF652 GSE22919_RESTING_VS_IL2_IL12_IL15_STIM_NK_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22919_RESTING_VS_IL2_IL12_IL15_STIM_NK_CELL_UP AARS1 ADAMTS5 AGAP3 ALG11 API5 APRT ARL8B ARV1 ATP5MK BRIX1 BTAF1 BZW2 CAPRIN1 CCL4 CCT7 CDV3 CEBPZ CLIC4 CLNS1A CLPP CLTC CMAS COMTD1 COPS8 COX19 CRISP3 CYC1 DAAM1 DCTPP1 DDX51 DHX15 DIMT1 DIS3 DNMT3B DOT1L DPH2 DUS1L DUS4L EIF2B3 EIF3B EIF4G1 EIF5A EPHA2 ESF1 FAM98A FARP2 FASN FUBP1 GEMIN4 GEMIN5 GFUS GLCE GNL2 GPN1 GRPEL1 HEATR3 HIC2 HINT1 HIVEP3 HM13 HMGCS1 HMGXB3 HNRNPU HOMER1 HYAL2 IFRD2 IL1R1 JRK KCMF1 KDSR KLHDC4 KPNB1 LSM12 MAT2A MCRIP2 MED17 METTL13 METTL25 MFSD1 MFSD12 MIEF1 MIOS MRPL16 MRPL20 MRPL46 MSANTD2 MSLN MTOR MVP NAP1L4 NCOA5 NELFE NFATC1 NHLRC1 NMD3 NME1 NOL12 NUDCD3 NUP153 NUP93 OPTN PAM16 PANK3 PBDC1 PDCD1LG2 PDCD5 PDE8A PFDN4 PIN1 POGK POLE3 POLR1D POLR2F PPHLN1 PPIA PPP2CA PRDX1 PRKCI PRPF3 PRPF4 PSMD6 PSMG1 PUM3 PUS1 PUS7L PVT1 RBBP7 RBM19 RCC1 RDH11 RENBP REV1 RHEBL1 RPL7L1 RRAGC RSL1D1 RTN3 RUVBL1 RXYLT1 SAR1B SATB1 SEPTIN11 SGPL1 SHQ1 SKIC8 SLC10A3 SLC1A4 SLC1A5 SLC25A1 SLC35A4 SLC7A5 SLC8A3 SNF8 SNRNP40 SNRPA1 SNRPD1 SOD2 SPATA5 SPP1 SPRYD7 SQLE SRP19 STAM2 STAR STK40 STYX SUPV3L1 SUV39H2 SUZ12 SYNGR2 TAF1D TIMM8A TLCD2 TMEM11 TMEM165 TMEM51 TPD52 TPD52L2 TRIB3 TRMT61A TRNT1 TRUB2 TSEN2 TUBA3C UBAP2L UBE2F UBQLN4 UQCC2 USP10 USP16 WDFY1 WRAP53 WSB2 XPO7 YIPF6 ZDHHC3 ZNF106 ZNF202 GSE22935_24H_VS_48H_MBOVIS_BCG_STIM_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22935_24H_VS_48H_MBOVIS_BCG_STIM_MACROPHAGE_DN AAGAB AAMP AATF ADAMTS4 ANKS3 ARAP1 ARHGAP45 ARL14EP ARL8B ARMC1 ASXL1 ATAD3A ATF1 B4GALT1 B9D2 BLVRA BUD13 C15orf39 C19orf53 C1orf35 C9orf64 CASKIN2 CCDC80 CCN2 CCT2 CD2BP2 CD300LF CEP20 CHFR CHRNB3 CLBA1 CLCN5 CLNS1A CNOT9 COL1A2 COL5A1 COQ8B COX6A1 CPEB2 CREBZF CXCR4 DGUOK DHX57 DNAJC15 DOK3 DUS1L EFHD2 EIF4A3 EIF5 ELOF1 ELOVL1 ENTPD4 EPB41L3 ERAS ESR2 FAM118A FAM98C FASN FDFT1 FKBP15 FLVCR2 FYN GATC GFER GOLPH3L GON4L GTF2H3 GTF3C4 HDAC6 HEBP2 HERPUD1 HIF1A HNRNPC HS1BP3 HS6ST1 HSPA14 ID3 IMP4 ING2 IRF2BP1 ITPA KCNN4 KDM2B KRTCAP2 LCMT2 LDAH LMNB2 LPXN LRRC8A LTBR LY96 MBNL1 MCFD2 MED31 METTL3 MLYCD MNS1 MORF4L1 MRC1 MRPL41 MRPL45 MRPS26 MRPS34 MRRF MT2A MTERF4 MTIF2 NAF1 NCBP1 NDUFB2 NEAT1 NTPCR OARD1 ORC5 PAGR1 PAX3 PBX2 PDCD7 PELO PEX12 PEX16 PHF12 PIGH PIP4K2C PLOD1 PMPCA PNN POLE3 POLR2I PPAN PPBP PPP2CA PPP6R2 PRKRIP1 PRPF39 PRUNE1 PRXL2B PTGS1 PXMP4 RAB11FIP5 RALB RAMP2 RHOQ RIC8A RMND5A RNF20 RPA2 RPS14 RSPRY1 S100A8 SACS SARAF SEC11A SF3A1 SLC16A1 SLC41A1 SMAD4 SMARCD2 SMC3 SPPL3 SRM SS18L2 SYS1 TADA1 TAGLN TFDP1 THAP11 THBS1 THYN1 TLR1 TM9SF3 TMEM126A TMEM14C TMEM214 TMEM53 TNFAIP8L1 TPCN2 TRMT10C TSR2 UBALD1 UBE2G2 UBTF UMPS USP34 UTP11 VAMP1 WASF2 WDR83 WRAP73 YARS1 YIF1A YY1 ZBTB7A ZDHHC16 ZFP36L2 ZFYVE19 ZNF35 ZNF410 ZNF574 ZSCAN26 GSE22935_24H_VS_48H_MBOVIS_BCG_STIM_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22935_24H_VS_48H_MBOVIS_BCG_STIM_MACROPHAGE_UP ACLY ADGRG2 ADGRG6 AHCYL1 AHCYL2 AIFM3 ALAS2 ARHGAP20 ART5 ASXL1 ASXL3 BCL6B BIRC2 BIRC3 BTBD3 BTG4 C10orf88 C16orf95 CAMSAP2 CATSPER2 CBLN1 CCDC198 CCL1 CCR7 CD74 CIPC CLDN6 CLMN CLOCK CLTC CMA1 COG5 COL14A1 CPEB2 CPLANE1 CPT1C CRHR2 CTSG DAO DCAF11 DCLK3 DIAPH2 DKK4 DNAH5 DNAH8 DSE DTX3L EPHB1 EPS8L2 ERAS ERBIN FAM13B FAT3 FBXO43 FKTN FLVCR1 FOXN2 GAS2L2 GBP6 GBP7 GCFC2 GCK GDF2 GFAP GFPT1 GNMT GORAB GRIA2 GRINA GRM4 GRPEL2 GSC2 GTF3C2 H3C14 HARS1 HDAC1 HIPK3 HIVEP1 HTR7 HTT IFIT2 IFNA1 IFT80 IL18BP IL22 INCA1 INSL5 INSM1 IRGM ITGB1BP2 KBTBD2 KCNC4 KCNK15 KIAA1191 KIT KLHDC1 L1CAM LEMD3 LRRC39 LRRC58 LXN MAGED1 MAOB MAP7 MEIG1 MOSPD2 MS4A6A MTHFR MXD1 MYO5B NABP1 NCKAP1L NLRX1 NR4A1 NRIP3 NUP214 P2RY10 PAG1 PAPSS2 PARP11 PARP14 PIGN PLAGL2 PLCD3 PLS3 PNLIP POGZ PPP1R17 PPP1R3D PPP2R1B PPP6C PRKD3 PROSER2 PTBP2 QRSL1 RAB21 RAB36 RANBP2 RBM48 RCN1 REV1 REV3L RGS16 RIGI RND2 RNF185 RNF24 RRAGD RTN1 SBSPON SCIN SCML2 SCYL3 SEMA4A SFXN2 SLFN13 SNORD89 SOS2 SPINK8 SPTA1 ST8SIA4 STAT1 STRN SUGCT TAGAP TAPBP TBK1 TIMP4 TJP1 TLR3 TMEM140 TMEM229A TMEM238L TPSG1 TRAT1 TRIM25 TRPM1 TRPM7 TSGA13 TSPYL5 TTC21B TUBA4A UBC USF3 USP25 USP46 UST VCP VPS13B VPS54 WNK1 WNT2 YIPF5 YWHAG ZBP1 ZFP14 ZNF184 ZNF280D ZNF385A ZNF655 GSE22935_24H_VS_48H_MBOVIS_BCG_STIM_MYD88_KO_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22935_24H_VS_48H_MBOVIS_BCG_STIM_MYD88_KO_MACROPHAGE_DN AATK ABCB11 ABCC6 ABCG8 ABHD14A ACAT1 ADAD2 ADAM19 ADAM33 AHRR AK4 AKAP11 ALDOC ANGPT4 APOC1 ARHGEF11 ARHGEF17 ATP2C2 AZIN2 BAAT BCL6B BTBD8 C17orf97 C1R C8orf58 CABP5 CAMKK2 CCDC110 CCL1 CCR9 CD52 CDCA5 CEP43 CERS3 CHKB CHL1 CLCN1 CLDN14 CLDN6 CRYGD CSF2 CYFIP1 CYP26B1 CYP2S1 DACT2 DCST2 DGUOK DNAJB4 DNAJC8 DPYSL5 DYNC2I1 DYNLRB2 EBPL EMX1 EPB41L4B EPB41L5 EPHA3 ETFRF1 FAM171A2 FAM98C FHL3 FKTN FOXH1 GABRA6 GAD1 GCC2 GDF2 GNAL GPR20 GRB14 GREM2 GRIA2 GSC GSC2 GUCY1B1 HBB HLA-DOA HOXC6 HOXD10 HYAL3 IFI27 IL25 IMPA1 IQCC IVD JAM2 JRK KCNC2 KCNK12 KIAA2013 KIAA2026 KRT2 KRTAP8-1 LCAT LHFPL4 LHX4 LIN7A LMOD2 LPP MAPK15 MAPK4 MATCAP1 MECOM MET METTL18 MGMT MIA MIGA2 MISP MPP1 MPPED2 MSRB2 MTMR9 MYO1H MYO5B NAALAD2 NAV1 NEO1 NHLRC2 NKPD1 NTNG1 NUDT16L1 NUDT18 NXF2 NXNL2 OAZ1 ORC1 PAM PARD3B PARVA PARVG PDIA2 PECR PFKL PGC PKDCC PLSCR4 PNLIP PNMA3 POMGNT2 PPM1J PPP1R3B PSPN PTPN14 RARS2 RBM24 RGMA ROMO1 RPS6KA3 RYR3 SCCPDH SCML2 SCN8A SEC14L5 SELENBP1 SERPINE2 SFRP4 SFXN4 SH3BGRL SH3BGRL2 SIX4 SLC19A2 SLC26A4 SLC43A2 SLC4A3 SLCO1A2 SMYD1 SMYD2 SOD3 SOX8 SPATA25 SPATS2 SQLE SRP14 STMN2 SUN3 SV2A TAF10 TBC1D8B TET1 TEX12 TGM2 TM7SF3 TMEM139 TMEM230 TPI1 TRIM60 TSPYL5 TUBA4A USB1 USE1 USP40 USP43 USP50 VPS28 YIF1A ZDHHC11 ZMIZ1 ZNF184 ZNF385A GSE22935_24H_VS_48H_MBOVIS_BCG_STIM_MYD88_KO_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22935_24H_VS_48H_MBOVIS_BCG_STIM_MYD88_KO_MACROPHAGE_UP ABCC3 ABCD3 ABHD5 ACOD1 ACP1 ANKRA2 ARL4A ASAP1 ASCL1 ATAD2B ATP6V1G2 AVL9 B3GNT2 B4GALT6 BATF2 BFAR BHLHE41 BTRC CACNG2 CACNG3 CALHM2 CCNL1 CDC27 CDH5 CDV3 CH25H CHCHD3 CIP2A CLDND1 CLEC7A CNP COLEC12 CPEB1 CSF1 CSRP1 CTSZ CXCL3 CYTH1 DEXI DLAT DOC2A DOCK2 DUSP2 EDEM1 EGR2 EIF2D EMC2 ETHE1 ETNK1 FAF1 FAS FBXW11 FIP1L1 FKBP9 FOLR1 G3BP2 GALNS GALNT11 GAMT GLA GOT1 GPBP1L1 GTPBP2 GYPC HEXB HIVEP1 HIVEP3 HMGN3 HSD17B6 IFIH1 IFT57 IGF1 IK IL10RA IL5 IMMT INSRR ITGAX KCND1 KCNS1 KRCC1 LAMP2 LINC00612 LPAR4 LPCAT1 LRRK2 MELK MLC1 MLLT3 MPP1 MRPS28 MSANTD2 MYCL NAP1L5 NAXE NBN NCK1 NCOA5 NDUFA5 NEDD4L NEK1 NFIA NFKBIB NPAS1 NT5C3A OGFR P2RY14 PARP9 PCDH7 PDLIM7 PDZD11 PFKM PFKP PHTF2 PKIB PKIG PLAAT3 PNPLA7 POU3F1 PPP4R2 PRAMEF2 PRDM9 PRKD3 PRPF38A PSMD8 PTH1R PTPRA PTPRT QKI RAB10 RAB29 RAB33A RAB38 RANBP9 RARA RASA4 RGS2 RNF135 RNF14 RNF4 RRAS2 RRS1 RUNX2 SAP30 SAV1 SECTM1 SEPTIN11 SERINC4 SERTAD3 SGCB SGMS1 SH3TC1 SIK1 SLC17A3 SLC23A2 SLC25A17 SLC25A25 SLC25A28 SLC34A2 SLC37A2 SLC41A2 SLC44A2 SLC6A4 SLC7A8 SMPDL3A SP110 SPRED2 SPRYD7 SREBF1 STAMBPL1 STIP1 STK38 STK4 STX3 SUPV3L1 SYNGR1 TBC1D1 TBC1D23 THRA TIMP2 TLR3 TMEM243 TMEM39A TNFSF10 TOR3A TRIM15 TYK2 UBE2V1 UBR4 UBXN10 VPREB3 VPS37B VRK2 WARS1 WDR31 WIPI1 WLS ZBTB8A ZNF260 GSE22935_UNSTIM_VS_12H_MBOVIS_BCG_STIM_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22935_UNSTIM_VS_12H_MBOVIS_BCG_STIM_MACROPHAGE_DN AATK ACTR6 ACVRL1 ADA AKR1B1 AKR1B15 ANAPC1 ANGEL2 ARHGAP6 ATF7IP ATG2B ATP6V1D AURKAIP1 BCAS2 BET1 BLNK C11orf71 C19orf53 C1QTNF12 C2orf49 C6orf62 CARMIL1 CBR1 CBX6 CCNG1 CD99L2 CDC37L1 CDK5RAP1 CDKN2AIPNL CETN3 CHCHD5 CHST14 CLK4 CLPX CMIP COPS6 COX4I1 CTDP1 CTNNBIP1 CTU1 CYRIB DCTN6 DCXR DHRS3 DIO2 DNAJC14 DNAJC28 DOCK8 DPP3 DYNLL2 DYNLRB1 DYNLT1 E2F6 EI24 ELP3 EPB41 ERCC3 EXTL3 FAHD1 FAM89B FANCE FASN FASTKD2 FBXO25 FBXO33 FMNL3 FOXJ2 GABARAP GALNT11 GGA2 GLE1 GPCPD1 GPR65 GPX1 GRAMD4 HABP4 HADHA HINT3 HLX HRC HTR2B IL16 IMP4 INPP4A ITGB3BP JMJD1C KCNN4 KLHL9 LAS1L LAT2 LZTR1 METTL8 MIA2 MIS18A MMAA MRM1 MRM2 MRPL41 MRPL58 MRPS12 MRPS21 MYLIP MYO7A NAGA NDUFA13 NDUFB5 NELFA NFX1 NLRX1 NME3 NPM1 NR1H3 NT5C2 NUF2 NUP85 NUP93 OTUD6B OXCT1 PCYT1A PELI2 PER1 PGM1 PGRMC1 PINK1 PLA2G6 PLPP2 POLR2A PREB PRR3 PRXL2C PTS PWP1 R3HDM1 RAD54L RANBP10 RASA1 RDH11 RNF13 RNF167 RNF26 RPA1 RPL19 RPL27A RPL28 RPL36 RPP25L S100A1 SACM1L SARAF SDF2 SDHA SDHD SEC24D SEC61B SEL1L3 SEPTIN8 SFT2D1 SIAE SLC16A7 SLC25A20 SLC25A26 SLC25A3 SLC30A5 SLF1 SMARCC1 SNAP47 SNX21 SNX3 SPTBN1 SREK1IP1 SRPK2 SSBP3 STAMBPL1 STOM STUB1 SUGP2 TBCEL TCEAL8 TFEB THRAP3 TMEM141 TMEM214 TMEM33 TMEM41A TTC5 TUBA3C TWF2 ULK2 UMPS VAMP1 VAMP7 VPS41 WBP1 WRAP53 XPA XPO7 ZFP36L1 ZFP90 ZMYM5 ZNF644 GSE22935_UNSTIM_VS_12H_MBOVIS_BCG_STIM_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22935_UNSTIM_VS_12H_MBOVIS_BCG_STIM_MACROPHAGE_UP AASS ACOT13 ACOX3 ADAM15 ADISSP ADSS2 AKR1E2 ANXA4 ANXA5 ANXA9 AP1G2 AP2A1 AQR ASH2L ASPH ATF6 ATMIN ATP6V1D ATP6V1G2 BABAM1 BEX3 BOLA1 BRCC3 C15orf39 C5orf34 C7orf25 CAMK4 CBFA2T2 CDADC1 CDK4 CDK5RAP3 CDO1 CEP57L1 CIAO1 CIPC COMT CTNNBIP1 CTNS CTSA CUX1 CYTH1 D2HGDH DALRD3 DCTN5 DDRGK1 DDX41 DGKZ DHCR7 DHFR DHRS3 DHX8 DIO2 DLAT DNAJC14 DYNLT1 EBAG9 ETFDH FAHD1 FAM216A FAM53A FBXL14 FBXW4 FUNDC1 GAK GALM GALNS GGA2 GNPDA1 GPCPD1 GRB2 HABP4 HDAC7 HSD3B7 HSPA4L IDH3B INVS IRF2BP1 ITPR3 IVNS1ABP JKAMP JMJD8 JUN KIAA0930 KIFC3 KLHL22 LATS2 LIN37 LIPA LTN1 LTO1 MAP4K1 MAPRE2 MBP MED30 MEF2C METTL8 MNT MRPL41 MRPS36 MTERF4 MTMR10 MXI1 MYOF NAPA NCKAP1L NDUFAF1 NDUFS3 NEK9 NET1 NTPCR NUDC OLFML3 ORMDL2 OST4 PCMTD2 PCYT1A PER1 PGM1 PHAF1 PLD3 POLR2A PRDX2 PRKAG2 PSEN1 PXMP2 PYGB R3HCC1 R3HDM1 RAB31 RABEPK RARS2 RASSF2 RBBP9 RECQL RELL1 RENBP RETREG1 RMC1 RNF167 RPA1 RPRM RPS6KA3 RSPH9 S1PR5 SARAF SASH3 SCAMP5 SDHA SEPTIN8 SERINC3 SIAE SIL1 SLAIN2 SLC25A26 SLC35B4 SLC41A1 SLC46A3 SLC4A4 SLC66A1 SNAP47 SNTB2 SNX15 SNX21 SPECC1 SPTBN1 STAMBPL1 STEAP3 TAFAZZIN TBC1D23 TLR4 TMEM126A TMEM184C TMEM19 TMEM33 TMEM80 TNPO1 TNRC6B TOMM40L TPGS1 TRPV2 TTC30B TUFM TULP3 TXNRD2 TYW1 UBR3 UCKL1 UGP2 ULK2 VPS25 VPS50 WDFY1 WWOX ZDHHC14 ZFP36L2 ZFPM1 ZNF106 ZNF282 ZNF394 ZNF395 GSE22935_UNSTIM_VS_12H_MBOVIS_BCG_STIM_MYD88_KO_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22935_UNSTIM_VS_12H_MBOVIS_BCG_STIM_MYD88_KO_MACROPHAGE_DN ACSL5 ADI1 ADORA3 AGBL3 AGO1 AKR1E2 ANGPTL4 APEH ARMC6 ATM AURKB B4GALNT4 C19orf48P C4orf46 C8orf82 CAND2 CARS2 CCAR2 CCDC106 CCND3 CCNE2 CDCA2 CDK2 CDPF1 CDT1 CEBPA CELF2 CENPF CEP41 CHD1L CKS1B COQ9 CORO1A CPT1A CRACDL CRBN CYP1B1 DAB2IP DCAF4 DDB2 DDX39B DEPTOR DIPK1A DNAJC12 DPY30 DSCC1 DUSP6 EEF2K EIF2AK2 ENDOG ENPP4 ENTPD4 EZH2 FAM185A FAM217B FAM234B FBXO25 FES FGD2 FGR FKBP15 FRRS1 GALNT11 GATB GCC2 GEMIN4 GMNN GPR183 GSDMD GSG1 GTF2I HAGHL HCFC1 HDDC3 HEATR5B ID1 IGDCC4 IGHM INPP5B IPO9 IRF4 JMJD8 KIF20B KIF23 KIZ KLHL6 KNSTRN LHPP LIFR LRRK1 LRWD1 MAP3K4 MAP4K1 MAT2A MB21D2 MCRIP2 MEGF8 MEIS2 MMUT MPPE1 MRPL2 MRPL4 MRPL58 MTARC2 MTFR2 MVB12A MYB NAGK NEURL1B NFATC2 NISCH NME7 NMI NNT NRP1 NUDT19 NUDT22 OGFRL1 OGT OXCT1 P2RY13 PAFAH1B3 PARP8 PDLIM2 PELP1 PEPD PGAM5 PHETA1 PIGX PIK3R2 PNPO POLR2E PPARGC1B PRKD3 PRKRA PRPS1 PRSS16 PSMB8 PSME2 PSTK PTPN18 PYCR2 RAB39A RASGEF1B RASGRP2 RASGRP4 RCC1L RCC2 RCSD1 RFC2 RFX7 RINL RIOX2 RIPOR2 RNF220 RPA3 RRP1B RTN4RL1 SCCPDH SFXN1 SHTN1 SLA2 SLC12A5 SLC25A11 SLC35A1 SLC6A13 SMARCC1 SNX7 SORL1 SRR SSBP3 STARD7 SVIP TAF6 TBC1D2B TFDP2 TIFA TMEM119 TMEM14A TMEM164 TMEM39B TMEM80 TMEM86A TNFRSF13B TOX TRAF3IP3 TRAPPC10 TRIM14 TRIM28 TRIM37 TTLL12 TUBB UNG UQCC3 USP46 VAMP5 WDR11 WDR7 XXYLT1 ZNRD2 GSE22935_UNSTIM_VS_12H_MBOVIS_BCG_STIM_MYD88_KO_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22935_UNSTIM_VS_12H_MBOVIS_BCG_STIM_MYD88_KO_MACROPHAGE_UP AANAT ABHD17C ABRACL ACTN2 ADAM11 ADAM23 ADAMTS8 ADCY4 ADORA2B ADRM1 AEN AHDC1 AK1 ALPL ATG16L1 AVPR2 AXIN2 B4GALT2 BAAT BARX1 BATF2 BID BOP1 BRCA1 BTG2 BTG4 C11orf68 C1QL1 C1S C8orf33 CA13 CA2 CAMK1G CAMKK1 CAMKK2 CAMP CBLN3 CCDC191 CCDC71L CCL22 CCNJ CD14 CD200 CD72 CFAP298 CLCNKB CNGA2 CNTN4 COL19A1 CP CPA3 CRB1 CTDNEP1 DDX60 DNAJA1 DNAJB6 DRC1 DSCAM DUSP11 EEF1AKMT1 EGR4 ENPP3 ERO1A ETV4 FAM110C FBRS FNBP4 FNDC3A FOSL2 GABRQ GAS7 GGT7 GJB4 GNA14 GPR88 GRK5 GSDMC GSPT1 GTF2B GTF2F1 GTPBP2 GTPBP6 HAO1 HBB HOOK2 HPCA HRH3 HTT HYAL3 IER2 IER3 IFIT3 IFNG IGF1R IGSF9 IKBKE IL36A IL4I1 INHBE KIFC1 KRT72 KRT79 KRT81 LGALS12 LIMD2 LRRC4 LRRC8C LY6G6C MAD2L1 MAPK10 MAPK11 MBD3L1 MEP1A MISP MOB3B MVP MYF6 NCAN NKX2-5 NOTCH3 NOVA1 NUDT9 NXNL2 OGFR OR5D18 PAFAH1B1 PARP12 PBX1 PCBD1 PCBP1 PCDH7 PCSK5 PDE3A PGAM2 PHLDA1 PLA2G1B PLS1 POMC PPP3CC PSIP1 PTCRA PTGER4 PTPN23 RCCD1 RCL1 RCN1 RCSD1 REM1 RGS17 RGS9 RLN1 RPL39L RPS6KA4 RRP7A RYR1 SAA1 SAMD4B SCLY SEPTIN1 SERPINA3 SGMS1 SH3BP4 SHROOM3 SIM2 SLC10A6 SLC22A12 SLC30A1 SLCO1B3 SLFN12L SNX22 SOX14 SPINT1 SREBF1 SSBP4 SST SSTR3 TAB2 TANK TBC1D10B TENT2 TIMP3 TLR3 TMEM131 TMEM183A TMEM45A TMEM53 TMPRSS11D TRAF5 TRPM5 TTC16 TTC39B TYK2 UBE2E2 UBE2F UBE2H VANGL2 VAPA VASP ZC3H15 ZNF239 GSE22935_UNSTIM_VS_24H_MBOVIS_BCG_STIM_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22935_UNSTIM_VS_24H_MBOVIS_BCG_STIM_MACROPHAGE_DN ACYP1 ADAMDEC1 ADAR ADRA1B AGPAT3 AIG1 AMOTL2 ANGPTL8 ANKRD44 APAF1 APPBP2 AQP3 ARHGDIG ARL4A ARMH4 ARR3 ATAD2B BIRC3 BRAF BTBD17 C16orf87 C1R CA13 CABP2 CACNA1A CAMKK2 CASP4 CCL2 CCL22 CD14 CD38 CD83 CDV3 CHAC2 CHI3L1 CHST15 CHUK CLN3 CMTR1 COLEC12 CPA2 CSF1 CSRP1 DDIT4L DEXI DLAT DNAJA1 DNAJB12 DPP6 E2F3 EFR3A EIF4E ELF1 ETS1 FAM133B FAM3B FBXL3 FBXW11 FIP1L1 FTH1 GABRA2 GABRB1 GATAD2A GCM1 GTF2A1 GTF2F2 HCAR2 HCK HIVEP2 HOXB7 HSPA1A IFI35 IFIH1 IGF1 IL10 IL1B ILRUN IRF2 IRF5 ITGB1 ITGB4 JUNB KARS1 KCNJ5 KCNMB1 KLF3 KLHL13 KLRC1 KREMEN1 LATS1 LIN28A LIN9 LMO4 LPAR4 LRRC4 LRRTM1 MAFF MAGT1 MAPK6 MED14 MELK MFSD6L MKKS MMP13 MND1 MPHOSPH6 MPP1 MSN MTMR6 NAB1 NAT2 NFIL3 NKX2-5 NOC4L NOCT NPAS1 NR3C1 NSMAF NT5C3A NTF3 NUBP1 NXF2 OAF ODF4 OGFR OTUB1 PARP9 PCDH20 PDE4A PDLIM1 PHLDA1 PHLDB1 PHTF2 PIM1 PLAAT3 PLOD3 PPP2R5A PRKD3 PRKN PRKRIP1 PROCR PRRX1 PTPRT RAB13 RAB38 RAMP2 RAP1B RCN1 RFX5 RNF135 RNF14 RNF19B RNF214 RPE RRP7A SDSL SEC14L4 SELE SERPINA6 SERTAD2 SF1 SGCB SGMS1 SLC10A6 SLC17A3 SLC44A2 SLC6A3 SLC7A8 SNX18 SP110 SPRED1 SPRYD7 STAP2 STARD3 TAC1 TAX1BP1 TBC1D1 TBC1D13 TBC1D23 TBK1 TCF4 TENT2 TLR3 TMEM116 TMEM39A TOMM70 TPX2 TREM1 U2SURP UBR4 USB1 VPS54 XRN2 ZC3H15 ZNF260 ZNF281 ZNF503 ZNG1B ZNRF1 ZRSR2 GSE22935_UNSTIM_VS_24H_MBOVIS_BCG_STIM_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22935_UNSTIM_VS_24H_MBOVIS_BCG_STIM_MACROPHAGE_UP ABCB8 ACOT9 ADAM2 ADAM9 ADAMTS10 AFF1 ALKBH5 ALPK3 AMOTL2 ANPEP APOBEC3B ARG2 ATP2B2 ATP8A2 BAZ2A BCL2L14 C1S CAMKK1 CCDC134 CD302 CD3E CDKN1A CDPF1 CEMIP2 CFAP298 CHST10 CISH CLDN6 CLP1 CNTNAP2 COLEC12 COQ8B CPLX1 CPSF7 CRADD CRISP2 CRTC3 CSF3R CTSE CXXC1 CYP4B1 DPF2 DPP7 DTD1 DUSP8 DYNC1I1 DYNLRB1 E2F4 ECI2 EHMT2 EIF2D EPB41L4A EPB41L4B ERAP1 FABP3 FABP7 FBXL14 FES FKBP8 FKTN FNDC10 FRAT2 FZD7 G6PC2 GBP4 GFAP GIMAP7 GPD1 GPR182 GRB2 GRINA GSTM2 HACD2 HDAC6 HEATR6 HEBP1 HEXB HGS HIBADH HIP1 HIVEP3 HK1 HK2 HNF4A HOXB4 HTR1A IL17RA IQCC IRF1 IRF2 ITGAX JUND KAT2B KCNK10 KIF5A KISS1R KRT2 LITAF LRRK2 MAN1B1 MAP3K2 MAPRE2 MC5R MED21 MEP1A MGST3 MSRB1 MTSS1 MVB12A MYO10 NABP2 NACC1 NAT2 NCK1 NDUFA7 NSUN5 NUDT9 NUP188 OLIG1 OPN3 OVGP1 P2RY2 PCBD1 PDE1B PEDS1 PIK3C2G PIP4K2A PLA2G10 PLEKHO2 PLSCR1 PNPLA2 PNPLA3 PTGER4 PTGES PTGS2 RAB22A RAB8B RCVRN RGS17 RGS9 RMDN3 RNF19B RPTN RRH RRP7A RTN4R SAMSN1 SCN3A SEC61A2 SELENOV SERPINF2 SFRP1 SGO1 SH2D1B SH3BP2 SH3BP4 SHBG SLC16A6 SLC35F6 SLC4A4 SLC50A1 SLIT1 SMPDL3A SNX22 SOX3 SPATA4 SPICE1 SPINT2 STEAP4 TACSTD2 TAX1BP1 TFF1 TJAP1 TLR5 TMC4 TMEM116 TMEM144 TMEM243 TMEM38B TNFSF13B TRAF3IP2 TREM2 TSC2 TSPAN8 UBE2E2 UBE2H UBE2Z UBL4B UCKL1 UPK2 VAPA WBP1 WLS WNT9A XRCC2 YWHAZ ZCCHC8 ZEB1 ZIC5 ZNF821 GSE22935_UNSTIM_VS_24H_MBOVIS_BCG_STIM_MYD88_KO_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22935_UNSTIM_VS_24H_MBOVIS_BCG_STIM_MYD88_KO_MACROPHAGE_DN ADAMTS1 ADAMTSL4 ADGRB1 AFAP1L1 AGPAT1 AGRN AKT1S1 ALG5 ALOX15B AMHR2 AMTN ARAP3 ARHGAP26 ARSK ASCC2 BHLHE40 BOC BPIFC C19orf38 CCDC185 CCER1 CD2 CD27 CD8B CDHR1 CERS2 CFAP65 CHIA CHMP1A CIDEC CLEC4E CMPK2 COL11A2 COL20A1 COL9A3 CRISP3 CSRP3 CTNND1 CTRL CTSG DAZ2 DCDC2C DDA1 DGAT1 DHX58 DMAC2 DPH2 DPYSL3 DUSP6 EEF1E1 ELF4 ELMOD1 EMG1 ENG EPX ERAS ERP27 ETV5 FAM110B FAM120A FAM3A FBXO31 FGL1 FMOD FOXC1 FRMD8 FTL GATA2 GATA3 GDAP1L1 GFI1 GFPT2 GPX5 GSTO1 HES6 HMX2 HNRNPM HPS4 IFITM3 IGSF23 IRAG2 IRAK2 ISCU ITGAM KATNA1 KCNH7 KDF1 KIAA1191 KIAA1217 KIF21B KRT24 KRTAP4-6 LAG3 LDB3 LGALS4 LPCAT2 LRRC75B LTB4R LY86 LYZL1 MAP3K8 MAPK11 MB MED10 MFAP4 MFNG MINDY3 MOCOS MRC1 MTARC1 MUSTN1 MX1 MYH3 MYO1D NCF2 NCLN NEDD4 NFE2 NFKBIB NIPAL3 NLE1 NLGN1 NLRP5 NPY5R NTSR2 NYX OTULIN P2RX4 PALLD PCSK1 PDGFA PGLYRP1 PHF21B PHYHD1 PLCB4 PLK3 PMP2 PPARD PPP1R37 PRR18 PSTPIP2 RFX3 RGR RGS10 RHOBTB1 RITA1 RND2 RND3 RNF166 RNF25 RRAGD RSAD2 SEPTIN14 SH3BP2 SH3GL2 SHC2 SHMT1 SIPA1 SIRT2 SIX6 SLC27A1 SLC37A2 SLC52A2 SLC7A8 SNX5 SPAG4 SPNS1 SRFBP1 SRPX2 SSUH2 STXBP3 SUSD6 TAL1 TCEA3 TFEC TFF2 TMEM30A-DT TMPRSS13 TMUB2 TNFRSF9 TOB2 TOX2 TPSB2 TRIM14 TRIM59 TTLL10 TUBA8 TXNDC2 UBE2D2 ULK4 WDR55 XAF1 YJEFN3 ZC3H3 ZC3H4 ZIC3 ZNF48 ZNF653 ZNF654 ZSCAN12 GSE22935_UNSTIM_VS_24H_MBOVIS_BCG_STIM_MYD88_KO_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22935_UNSTIM_VS_24H_MBOVIS_BCG_STIM_MYD88_KO_MACROPHAGE_UP ABCC1 ABHD2 AGO2 AIFM2 AKAP6 AMMECR1L ANKIB1 ANXA3 ARF4 ARPC5 ASF1A ATF5 ATP2B1 ATP6V0C ATXN1L AZI2 B3GNT5 B4GALT1 BCL10 BDP1 BIRC2 BIRC3 BLVRB BTAF1 BTG3 C14orf28 C3orf38 CAMK1D CAMLG CASP4 CAST CCSER2 CD300LB CD83 CDC42SE1 CDK17 CHMP2A CKAP4 CNOT4 COX17 CRISP3 CRTC2 CSRNP1 CWC25 CXCL10 CYP11A1 CYTH3 DAPP1 DBNDD1 DNAJC21 DNTTIP1 DPM2 DSTYK DUSP1 DUSP3 DVL1 EDEM1 ELL2 EOMES EPHA2 ERCC1 FAM53C FAM98A FBXL3 FCRL1 FGFBP3 FOXN3 FTH1 FURIN GABPA GFOD1 GFPT1 GGA2 GMEB1 GNAQ GNPDA2 GPAT3 GTF2F1 GUCD1 HAX1 HILPDA HMOX1 HS6ST1 HSPA13 IFRD1 IL18RAP IL1R2 IL6ST INTS13 ITGA9 ITPRIPL2 JADE2 JUND KIAA1522 KPNA4 KRAS LAT LEMD2 LPXN LRP8 MAFK MAP1LC3B MAP2K3 MAPKAPK5 MARCHF5 MEIS1 MEX3C MICALL1 MIDN MLXIP MPZL3 NABP1 NEU1 NFE2L2 NFIL3 NKIRAS2 NR4A1 OPLAH P2RX4 PAFAH1B1 PAIP2 PCGF5 PDCD10 PDCD1LG2 PDGFB PEDS1 PIGC PIK3C2A PIP4K2C PLA2G6 PLEK PNPLA8 POGK PON2 PPP1R13B PPP4R1 PRDM4 PRR13 PTGR1 PUS3 PXDC1 QSER1 RAB18 RAB1A RAB20 RAB43 RBMS1 RELB RELL1 RFXAP RHBDL3 RHOQ RNF11 RNF24 ROCK2 RWDD4 RYBP SAP30L SIDT2 SLAIN2 SLC1A4 SLC41A2 SLC49A4 SLC7A5 SLC9A5 SOCS6 SOCS7 SOWAHC SPECC1L SPRED2 STAM SWAP70 SYS1 TAB3 TAF7 TANC2 TAX1BP1 TBPL1 TLK2 TMEM43 TNIP1 TRIP10 TSG101 TTPAL TUSC1 UBE2B UBE2J2 UBOX5 UHRF2 USP22 USP31 VWF WBP2 XPOT YPEL5 ZBTB18 ZBTB21 ZEB1 ZNF438 ZNF655 GSE22935_UNSTIM_VS_48H_MBOVIS_BCG_STIM_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22935_UNSTIM_VS_48H_MBOVIS_BCG_STIM_MACROPHAGE_DN ABCG1 ACTR1A ADAL ADGRB1 ARHGAP10 ARHGAP17 ARL8B ASAP2 ASB13 ATP6V0D1 B3GNT5 BAIAP3 BBS2 BDKRB1 BEND5 BLCAP BPIFA1 C10orf90 C16orf89 C16orf95 C19orf38 C19orf47 CACNB4 CAPN10 CBLN2 CBX4 CC2D1B CD2 CD247 CD74 CECR2 CFAP300 CITED4 CLOCK CNTN6 COG5 COL9A3 CPA3 CPEB2 CPNE3 CRHR2 CRIP1 CSAD CSRNP2 CTSG CTSS DCLK2 DIAPH2 DR1 DSE DSP DYRK1A ECM1 EIF4G2 ENG ERAS ETV5 ETV6 FAM120A FBXO7 FGFR1 FLVCR1 FOXRED1 FRY GBP2 GDF2 GFPT1 GPATCH3 GPR15 GPR35 GPR65 GSTO1 H3C14 HNRNPF HPS5 HSPBAP1 IBTK IL1R2 IL22 IL6R ILRUN INF2 INTS1 IQCB1 ITPRIP KATNA1 KCTD12 KIAA0232 KIAA1191 KIAA1217 KIF5B KIT L1CAM LAMP2 LEMD3 LETM1 LGMN LRIG1 LRP5 LRRC58 LSAMP LTA MACIR MAGED1 MAP2K4 MAPRE2 MARCHF7 MGAT4B MIOX MIR22HG MOK MTFP1 MXD1 NCKAP1 NIPA2 NMI NRP2 NRSN2 NYX OSBPL5 OSGIN2 OTULIN OTX2 P2RX1 PAG1 PAPSS2 PDCD2 PDZRN3 PIK3CB PINX1 POGZ POM121L12 PPM1L PRKAB1 PROCR PTCH1 PTGFRN PTP4A2 RAB3IP RCBTB1 REL RGMB RHOG RNASE6 RND2 RNF112 RNF24 RPL10 RPS16 RRAGD RUNX3 SCIN SH3RF3 SHC1 SHISAL2B SIK2 SIX5 SLC1A7 SLC26A10P SLC35E2B SLC37A2 SMNDC1 SMR3A SNX5 SPAG16 SPG7 SPSB3 SPTAN1 SRPRB STARD10 STK16 STK19 STK38L STX1A TAGLN TAL1 TBCCD1 TGIF1 THBS1 TMEM140 TPSG1 TPT1 TRAF4 TRIM59 TSC22D2 TSGA10 TSTD2 UBC VAC14 VPS4A WARS1 WRN YOD1 YPEL2 ZBTB17 ZDHHC24 ZFYVE26 ZNF347 ZUP1 GSE22935_UNSTIM_VS_48H_MBOVIS_BCG_STIM_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22935_UNSTIM_VS_48H_MBOVIS_BCG_STIM_MACROPHAGE_UP A4GALT AASS ABCA4 ADAM19 ADAMTSL1 AK4 AK7 AKAP11 ALDH1A3 ALX1 ARFIP2 ARHGEF38 ARL10 ARMC9 ASB12 ASB3 ATG9B ATP13A5 ATP2C2 ATP5F1A ATP5F1D AUTS2 AZIN2 B3GALT6 C15orf39 C17orf99 CA3 CAMK2N1 CAMKK1 CD79B CDH23 CELF2 CELF6 CFAP20DC CHRNA6 CLCN1 CLTB COL10A1 COL19A1 CPA5 CPNE6 CTNNA2 DAB2IP DACH2 DACT2 DIABLO DIO3OS DLX3 DMRTA1 DYDC2 DYNC2I1 EDIL3 EFCAB12 EFHC2 EGFL8 EMILIN3 ENSG00000285566 ESD EXPH5 EXTL1 EYA2 FAM131C FAM170B FAM221B FAM3D FIBP FILIP1 FZD1 GFI1 GLRB GPIHBP1 GPR12 GPR39 GPX4 GRK4 GSPT2 GSTM3 GSTT2 HBE1 HIC1 HIF3A HLA-DMB HOXD10 IFITM5 IFNGR2 IL36A IMPA1 INS IQCG IRX6 IZUMO1R KIAA0930 KIF15 KLF1 KRT13 LHX1 LMNTD2 LRAT LYNX1 LYRM7 LZTFL1 MAP1LC3A MATCAP1 MDH2 MED4 MESD MGAT4C MGST2 MISP MMAB MRPL23 MRPL3 MRRF MSTO1 MTG1 MXI1 MYOZ3 N4BP2 NAAA NAALAD2 NCF1 NDUFA7 NECTIN2 NES NOS3 NOX4 NPAS3 NRGN NRIP1 NSMCE1-DT NT5E NTNG1 NUDT16L1 OLR1 OTOS P2RX7 P4HTM PDE4D PELI2 PHTF2 PHYHIPL PIM3 PKP1 PLXNA3 POU3F4 PPP1R1A PRELP PRG3 PSCA PSMA8 RAB42 RCE1 RELN RPS19 RRAS RYR3 SARDH SCN9A SELENBP1 SEPTIN12 SERPINB8 SERPINC1 SH3GL3 SHROOM3 SLAMF6 SLC16A10 SLC17A2 SLC35D2 SLC36A3 SLC38A3 SLC6A20 SLCO1A2 SLCO4C1 SMARCD3 SMYD1 SORCS2 SPDYA SVIP TBC1D2 TBC1D32 TBL1XR1 TEP1 TEX26 TGFB3 THTPA TMEM191C TMEM230 TMEM273 TMTC3 TNK2 TRAPPC6A TRAPPC6B TSPYL5 UNC119 UNC93B1 VILL VSX2 YIF1A ZAN ZCCHC17 GSE22935_UNSTIM_VS_48H_MBOVIS_BCG_STIM_MYD88_KO_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22935_UNSTIM_VS_48H_MBOVIS_BCG_STIM_MYD88_KO_MACROPHAGE_DN ACAA2 ACSF2 ADAM19 ADAMTSL1 ADCY4 ANGPTL7 ANKRD2 ANXA5 ARHGEF15 ARRDC4 ATP5PF AUH B3GALT6 BARHL2 BTF3 C3orf22 C4orf19 CABS1 CADPS2 CAPN3 CARD19 CBLN4 CCBE1 CCL2 CCL24 CD38 CD3G CD84 CDH6 CENPB CFL2 CHI3L1 CHODL CHURC1 CIDEA CLDN11 CLXN CREB3L3 CSRP3 CXorf49B CYP2W1 CYP4A22 DGAT1 DMD DOCK3 DPYSL3 DRAM2 DYNC2I1 DYNLRB1 EEIG2 EGFL8 EGR4 ENG ENSG00000285566 EPHX4 EQTN ETF1 EXO5 FAHD2A FFAR2 FGF20 FGL1 FHIP1B GABARAPL1 GABRA3 GATA3 GFPT2 GIMAP1 GLIPR1L1 GLO1 GPR12 GPRC6A GRIK3 GRM1 GUCY1A1 HAPLN2 HDAC10 HIC1 HNRNPA0 HNRNPLL HOXA2 HPDL IGDCC3 IGSF11 IL1F10 IRAG2 IRF5 IZUMO1R JMJD8 KDF1 KLF9 KLHDC8A KRT79 LCN9 LGALSL LMNTD2 LONRF2 LRFN3 LYRM1 LYRM4 MCTP1 MECOM MMD MXD4 MYH11 MYO7A NAA35 NAAA NAV2 NDUFA10 NDUFA6 NECTIN2 NEUROD1 NIPSNAP1 NKX6-2 NLRP5 NOS3 NOTUM NUDT12 OPRM1 OR7C1 OSBPL10 P2RX4 P2RX7 PAIP2 PCDHA11 PDE1A PDE6G PEX14 PGAM2 PHLDA1 PIGP PLA2G2A PLEKHA7 PLXNA3 POU3F4 PPP1R3G PPP2R5C PRELID1 PRR16 PRR22 PRRT4 PYROXD1 RASL11A RBP4 RGS10 RPAP1 RPF1 RSL1D1 SAP18 SBDS SDHAF1 SEL1L2 SEMA4C SEPTIN3 SERPINA11 SH3GL3 SHROOM3 SIRT4 SIRT6 SLC22A6 SLC6A18 SMIM7 SMYD2 SNX31 SPACA4 SPAG4 SPRN SRFBP1 SST SUMF2 SYNE4 SYT2 TBC1D4 TECR TERB2 TGM5 THG1L TIMMDC1 TMBIM4 TMEM176B TMEM273 TNFSF11 TNK2 TNNT1 TPD52L1 TRARG1 TREX2 TRMO TRMT1 UBQLN3 UNC119 VASN VSTM5 WDR70 YJEFN3 ZAN ZC2HC1A ZNF688 ZNF827 GSE22935_UNSTIM_VS_48H_MBOVIS_BCG_STIM_MYD88_KO_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22935_UNSTIM_VS_48H_MBOVIS_BCG_STIM_MYD88_KO_MACROPHAGE_UP AAK1 ACAT1 ADAMTSL1 ADCY9 ADIG ALDOB ANGPTL2 ANKH ANKRD26 ANP32A APOM APOO APPL1 ARHGAP17 ATM BANK1 BCL7A BEND7 BTLA C11orf52 CAMK2N1 CBFA2T3 CCDC51 CCSAP CDC42EP3 CDO1 CDON CDRT4 CELF4 CES1 CFD CHST8 CMA1 CSNK1G3 CSPG4 CYP2F1 CYP4B1 DAG1 DBNDD2 DBP DGKZ DIXDC1 DNAAF10 DNAJB13 DUSP19 EIPR1 FAM178B FAM185A FBXO31 FCER2 FFAR2 FILIP1 FLRT1 FMO1 FYTTD1 GAS1 GCFC2 GID4 GPD1 GPIHBP1 GPR19 GSTM4 GTF3C5 HCN2 HEMK1 HEXD HGFAC HTRA4 HUNK ID1 IMPDH2 INCA1 JCHAIN KAZALD1 KCNE5 KDM5B KLHL28 KLHL8 KRT8 KYAT3 L1TD1 LEPR LGALS12 LINS1 LPL LRRC24 LRRC34 LRRC39 LYPD6 MBD4 MBD5 MBOAT1 MDH1 METTL18 METTL23 METTL27 MRTFB MSX2 MTARC1 MTF2 MXRA7 MYLIP MZF1 NDUFAF2 NELFA NPR2 NQO1 NRN1L NUDT16L1 OASL OBI1 PADI1 PAQR6 PC PDGFB PDS5A PEG3 PEX11A PHF20L1 PHKA2 PIGO PIK3IP1 PIWIL4 PJA2 PLA1A PLAAT1 PLEKHH3 POLR3H POMC POT1 PPARG PPM1K PPP4R3B PRDM2 PRORP PSENEN PSMC3IP PSTK PURA PXMP2 RAB22A RDM1 REM1 RGS18 RGS2 RGS3 RPL10 RPL31 RPL37 RPL37A RPP30 RRM1 S100A1 S100B SCRG1 SENP7 SENP8 SERTAD4 SHC3 SMARCA1 SMIM5 SNRNP48 SNX6 SOCS1 SOX5 SPACA1 STAB2 SYNRG TAF3 TBC1D19 TBX21 TDRKH TF TFCP2 TMEM201 TNRC6C TRAF5 TSKS TSNAX TSPAN12 TXNIP UBA6 UQCC3 USP28 USP36 WDR89 YIPF7 ZBED6 ZFP2 ZFP82 ZKSCAN3 ZKSCAN8 ZKSCAN8P1 ZMIZ1 ZNF287 ZNF385B ZNF526 ZNF622 ZSCAN26 ZSCAN29 GSE22935_WT_VS_MYD88_KO_MACROPHAGE_12H_MBOVIS_BCG_STIM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22935_WT_VS_MYD88_KO_MACROPHAGE_12H_MBOVIS_BCG_STIM_DN ABHD17C ABI1 ABRACL ACSL4 ACTB ACTG2 ADAM17 ADORA2B ADRA1B AFF1 APOBEC3B APOBR ARHGEF2 ART3 ASS1 BID BMP15 BMP7 BRAF BTG4 C19orf25 C21orf91 CA13 CCDC71L CCDC86 CCL24 CD274 CD82 CDC37 CDKN1C CDYL CFAP91 CHIC2 CHUK CIT CLIC4 COL15A1 CORIN CRKL CSDE1 CXCL10 CYP51A1 DDHD1 DLK1 DNAJA1 DNTTIP2 DPEP3 DYNC1H1 EPPK1 FAM133B FAM32A FAS FBP1 FBRS FN1 FOXN2 FOXQ1 FTCD FYB1 GDF15 GLIS2 GMPPB GPR84 HBB HELZ2 HINFP HIVEP1 HMGB2 HRH3 IER3 IFIT1B IGSF6 IL2RG INHBA INO80 ISCU ISG15 KCND1 KCTD5 KIF2C KLF5 KPNA3 KSR1 LCK LCN2 LCP1 LDLR LLGL1 LOXL2 LRRC8C LTV1 LYN MCM10 MECR MED1 MED14 MINDY3 MMP14 MORC3 MPHOSPH6 MTDH MYB MYBL2 NAT2 NCF4 NFE2L2 NFKBIZ NINJ1 NLRP3 NUF2 OGFR OR7C1 PALLD PARP8 PARP9 PARVA PAX7 PF4 PHLDA1 PIK3CG PKMYT1 PLEK PLEKHA5 PPP2CA PPP2R2A PRODH2 PSMD7 PSRC1 PTGDR2 PTGES PTGES3 PTGS1 PTPN11 PTPN6 RAB10 RAD51AP1 RBMXL1 RCN3 RELB RMDN3 RNF14 RNF19B RNF4 RNF41 RPS6KA4 RSAD2 RTN1 SCN3B SEC24B SEMA4A SEPTIN1 SERTAD1 SF1 SGMS1 SH3BP2 SH3BP4 SLC28A3 SLC30A6 SLC32A1 SLC44A1 SLC7A11 SLFN12L SLIT2 SMAD2 SNX18 SOWAHC SPINT2 STARD5 SURF4 SWAP70 SYK SYT7 TAB2 TBC1D10B TEX19 THOC2 TIMP1 TJP1 TMBIM6 TMEM123 TMEM63B TNFAIP3 TNFAIP8L1 TNNT3 TPM2 TREX1 TRIP10 TSKU TSPAN3 UBE2D1 UBE2F UBE2Z USP25 VASN VASP VTA1 WDR1 ZCCHC3 ZDHHC6 ZNRF1 GSE22935_WT_VS_MYD88_KO_MACROPHAGE_12H_MBOVIS_BCG_STIM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22935_WT_VS_MYD88_KO_MACROPHAGE_12H_MBOVIS_BCG_STIM_UP ACIN1 ADAMTS1 ADPGK ALDH1A2 ANGPTL7 ANTXR1 AP2A2 APOLD1 ARHGAP10 ARID5A ATP1A3 ATP2A2 ATP6AP1 ATP6V0A2 BRD4 BTG1 C11orf97 CACNA2D4 CCDC153 CCNT1 CCSER1 CD27 CD38 CDK12 CDX1 CEBPB CERS6 CFL1 CLCN4 CLDN2 CLEC16A CLSTN2 CNPY3 COPG1 CST7 CTSC CXCL6 CYP24A1 DCBLD1 DDIT4 DEPDC5 DGKQ DIO2 DNAJC14 DNM3 DPP4 DUSP5 EHD2 ELK1 EMB EVI5L F2RL3 FBLN2 FBN1 FBXL19 FN3KRP FRG1 GGT7 GNB1 GNG13 GPR151 GRB2 GSR HAS1 HIC1 HIF1A HMGA1 HMOX1 HSP90B1 HTRA3 HYOU1 IDO2 IL6 INTS15 JUND KLF13 KLHL32 KMT2D KREMEN1 LAMP1 LIPG LONP2 LRRIQ3 LVRN MADD MASP2 MATCAP2 MCHR1 MED18 MEDAG MEIS2 MFSD14B MGAT1 MIS18A MLC1 MPV17L MSN MTAP NAB1 NCS1 NEDD9 NFIL3 NLGN2 NLRP3 NOPCHAP1 NPHS2 NR4A1 NR4A2 NUF2 NYNRIN PBX1 PDCL2 PDE4B PDLIM7 PDPN PER1 PIGQ PODXL POMT1 PPP1R15A PPP2CB PRAF2 PRR13 PSME3 PTPN21 RAB11FIP1 RAB17 RAC1 RAD23B RBM15B REL RIPK1 RSPH6A S1PR1 SEC14L1 SEC16A SEC24D SEC31A SELE SERPINA6 SERPINH1 SEZ6L2 SF3A1 SF3B3 SFXN5 SGK1 SH3GL3 SH3RF1 SHOC2 SLC22A15 SLC25A44 SLC38A4 SLC39A14 SLC3A2 SLC6A2 SLC7A11 SMIM17 SMIM3 SNX18 SOCS3 SPSB1 SRSF2 SSH2 ST6GALNAC1 ST6GALNAC2 STEAP1 STK17B STOML3 SYN1 TCEA1 TCERG1L TCF23 TCTN3 TDRD9 TERF2IP TFDP1 THAP6 THBS1 TMEM178A TMEM252 TMEM258 TMPRSS15 TMTC4 TPM3 TPP1 TPST2 TRPV6 TSPAN5 TTLL9 UBE2N UCK2 USP17L2 VPS33B WDFY1 WDR48 WDR83OS YWHAE ZFC3H1 ZNF189 ZNF418 GSE22935_WT_VS_MYD88_KO_MACROPHAGE_24H_MBOVIS_BCG_STIM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22935_WT_VS_MYD88_KO_MACROPHAGE_24H_MBOVIS_BCG_STIM_DN ABCC10 ADAM17 ADAMTS4 ADGRA3 AIM2 ALAD ALG9 ARMC7 ARPC1B ATP5MC2 ATRAID AZIN1 B3GALNT1 B4GALT6 CAMK1D CAMP CARD19 CBX5 CD200R1 CD28 CD300C CD86 CDK1 CDKN2B CENPC CLEC4A CLEC4D CLEC6A COIL COL4A2 COMP CPQ CPSF1 CSF1 CTBP2 CX3CR1 DARS1 DCAF8 DCTPP1 DDX24 DDX49 DHX40 DNAJB4 DNAJC15 DOCK7 DUSP1 DUSP6 EBAG9 EIF2S1 ENC1 ENO2 ERH FAM107B FAM32A FAU FERMT3 FIG4 FLNB FNBP1 GATB GNA12 GPR65 GPX2 GRB10 GRK6 H1-2 HACD3 HELLS HEXIM1 HGSNAT HNMT HP1BP3 HSD17B4 IFNGR1 IK IL10RA IL12B IL4I1 IPO9 IRX3 KCNN4 KICS2 KLC1 LACTB LCP1 LIG1 LOXL2 LPCAT1 LSM3 LSM7 MAGOH MAN1A1 MAP4 MAP7 MARCO MCM7 MECR MEF2C METTL5 MKNK1 MMD MOSPD2 MPST MRPL19 MRPS7 MXI1 NEDD9 NFAT5 NFU1 NLRP5 NT5C NUF2 OAT OST4 OTULINL OXSR1 PACC1 PDLIM5 PEX3 PF4 PHACTR2 PLAUR PLCG2 PLXND1 POLR1A PPFIBP2 PPP4R2 PRXL2B PSMB5 PSMD7 PTGS1 RAB3GAP2 RBBP8 RBMXL1 RIOX2 RNF121 ROCK1 RPL22 RPL37A RPLP0 RPS29 RPS6KC1 RPS7 RRP15 RUVBL2 SAT1 SCAMP5 SCHIP1 SEC24D SEMA4A SEPHS2 SH3BGRL2 SH3BP5L SH3YL1 SLC11A2 SLC13A3 SLC25A10 SLC25A33 SLC29A1 SLC31A1 SLC35A5 SLC4A7 SMAP2 SNX14 SOWAHC SPCS2 SPIC SPSB3 SRSF3 SSR1 ST6GAL1 STK10 SYNCRIP TAGLN TBC1D8 TCF12 TEC TEX101 THRAP3 TLR6 TM9SF1 TMEM131L TMEM68 TNC TPM2 TPRA1 TRAF1 TRAPPC2L TRIM44 TUFT1 UTP11 VASN VPS28 WAC WDR36 WDR46 WNK4 WSB1 ZBTB22 ZFP36L1 GSE22935_WT_VS_MYD88_KO_MACROPHAGE_24H_MBOVIS_BCG_STIM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22935_WT_VS_MYD88_KO_MACROPHAGE_24H_MBOVIS_BCG_STIM_UP ABHD17A ABHD18 ABHD4 ACOT13 ACTR8 ADPRS AFF4 ALDH1A2 ALKBH4 ARFIP2 ARL16 ARMC1 ASB6 ATOX1 AURKAIP1 AZGP1 B3GALNT1 B4GALT3 BCL7B BET1 BEX3 BLTP3B BMS1 BOD1L1 BRAP C2orf42 CA9 CARMIL1 CBR3 CCNB1IP1 CDK1 CDK16 CHFR CIBAR1 CKLF COA6 COX6C DBNDD2 DCTN1 DNAJC3 DNAJC9 EGLN2 ELAC2 ELANE ELP3 EMILIN1 ENTREP3 FAM216A FAM50A FAM91A1 FBXO25 FIG4 FITM1 FNBP1 FOXJ2 FTSJ1 GAS6 GBA2 GFER GPAM GRHPR GRK2 GTF2I HCFC1R1 HERC4 HES6 HPF1 IDH3G IER5 ITCH JMJD1C KIF2A KIF3A KIN KPNA2 LACTB LIME1 LMAN2 LMNB2 LPGAT1 LRRC40 LSM14B LTBR LZTR1 MAP3K11 MCM2 MCRIP1 ME2 MED29 MED4 METTL9 MICOS13 MIS18A MMS22L MORN4 MPG MRPS12 MRPS7 MRRF MTG2 MTIF2 MTRES1 N4BP2L1 NAGK NCAPH NDUFA11 NDUFA4 NEAT1 NENF NFX1 NIP7 NOL12 NUP133 OAZ2 OLFM1 ORMDL1 OVCA2 PARK7 PCMTD2 PDCD6 PEDS1 PELO PER1 PEX12 PLIN3 POLE3 POLR3G PPM1D PPOX PRKRA PRMT3 RAB24 RAB3GAP2 RABL6 RANBP10 RCC2 RGS2 RHBDL3 RIC8A RIPOR1 RNASE4 RNF121 RNF138 RNF20 RPA1 RPL11 RPL26 RPL28 RPL36 RPL38 RRAGC RSPRY1 S100A8 SCYL1 SDHAF4 SEC61B SH3GL1 SHPRH SIN3A SLC25A3 SLC30A9 SLC37A2 SLC52A2 SMIM19 SNAP47 SNX21 SPTSSA SSRP1 STAMBPL1 TAGLN TCEA3 TCTN3 TDP2 TMEM214 TNRC6A TOPBP1 TOR1A TP53BP1 TPD52L2 TPGS1 TRIM33 TRIO TRPV2 TSEN34 TUBB2A UBAC1 UBP1 ULK2 VPS26A VTI1B WDR45B WNT5A WRNIP1 YBX1 ZFP90 ZKSCAN5 ZNF318 ZNF395 ZNF426 ZNF566 GSE22935_WT_VS_MYD88_KO_MACROPHAGE_48H_MBOVIS_BCG_STIM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22935_WT_VS_MYD88_KO_MACROPHAGE_48H_MBOVIS_BCG_STIM_DN ABTB3 ACER3 ACTR3 ADAM19 ADCY7 ADGRE5 AEBP1 AGPAT4 ALDH18A1 ALG11 ALOX5AP ANKIB1 ANKRD49 ANTXR1 ANXA1 ANXA2 ARPC2 ATP6AP2 ATP6V1H ATP7A ATRNL1 AVPI1 BACH1 BAIAP2 BIN3 BRK1 BTK C1QA CAMK1D CCR1 CCSAP CD244 CD48 CD84 CD86 CD9 CDK6 CERS6 CHIC2 CLIC1 CMPK1 CMTM6 COL3A1 CORO1C CREB3L3 CRIP1 CSK CTHRC1 CYBB CYP51A1 CYSLTR1 DAP DCSTAMP DENND10 DENND11 DPT DSEL EIF1AY ELOVL1 EPCAM F11R F2RL1 FRRS1 FSTL1 FXYD2 GALNT7 GALNT9 GCFC2 GNG10 GPR137B GPR34 GPX1 HASPIN HCST HLA-DMB HLA-DQA1 HLA-DRB1 HM13 HMOX1 HPSE IL1R1 IL1RL2 IL34 ITGAV ITGB2 ITPRIP KCNN4 KDELR1 KIFC1 KLF6 LAT2 LGALS1 LHFPL2 LHFPL5 LITAF LIX1L LRRC8C LUZP1 MALT1 MANF MAPK1IP1L MAPK3 MARCHF1 MDFIC MED13L MED7 MMP13 MOB1A MVD MYO1G NCF1 NCF2 NEURL1B NFKBIA NHP2 NOC2L NPC2 NSG1 P2RY6 PARP8 PICALM PIP4K2A PIP4P1 PITPNA PKD2 PLAT PLEKHF1 PLIN2 PLK3 PLP2 PLPP6 PNP PPP4C PPRC1 PRDM1 PSD3 PTGER2 RAB31 RAB35 RAB8B RAI14 REEP4 RGS3 RHOC RIN3 RIPK2 RMC1 RNF169 RUNX3 SDCBP SEC24D SEC61A1 SH3BGRL3 SH3KBP1 SHTN1 SKIL SLC25A30 SLC30A7 SLC66A3 SLC6A20 SLC7A11 SOAT1 SOCS3 SPG21 SPRED1 SRI STAP2 STARD4 STX11 SYNE3 SYT1 TADA1 TBC1D9 TES TGFBR1 TM9SF1 TMED9 TMEM123 TMEM128 TMEM164 TMEM165 TMEM68 TNFAIP3 TNFAIP8 TNIP2 TRAM1 TRIO TRRAP TSPAN31 TXNDC17 UBASH3B VIM VWA5A WDR82 WIPF1 WLS ZCCHC9 ZDHHC20 ZNF217 ZNHIT1 GSE22935_WT_VS_MYD88_KO_MACROPHAGE_48H_MBOVIS_BCG_STIM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22935_WT_VS_MYD88_KO_MACROPHAGE_48H_MBOVIS_BCG_STIM_UP AATK ABCG2 ACACB ACSL1 ACSL6 ADIPOR1 AGR2 AK5 AKAP12 AKTIP ALDH1A3 ANK1 ANKH ANKRD10 ANKRD2 ANO3 AOX1 ARHGAP19 ARPP19 ART1 ASB2 ASB4 ATP5F1C ATP5MC3 ATP6V0E2 BCKDK BOC BOD1 BSDC1 BVES C6orf89 CCDC57 CCSER2 CDH9 CDKAL1 CHIC1 CHRDL1 CHST15 CLCC1 CLDN5 CMKLR2 CNTNAP4 COBL COG6 COQ5 CORO6 COX6A2 CREBL2 CSRNP2 CTNNAL1 CUL5 CYP3A7 CYS1 DAB2IP DACT1 DFFA DHX29 DNAJC2 DNAJC21 DYRK1A EEF1A2 EIF2B4 ENDOG ETFB EXTL2 EZH1 FAM120AOS FAM185A FBXO3 FITM2 FLNC FRYL FXYD1 GID4 GNA11 GOT1 GPD2 GPN1 HDHD2 HERC1 HHATL HIF1AN HOXA7 HRC HSPB2 HSPB7 IDH3A IDH3B IGFBP5 ITGA7 ITGB4 JPH2 KCNA7 KCNE5 KCNG1 KLHL23 KLHL30 KRT12 KYAT3 LAMA2 LAMB2 LGI1 LMTK2 MAP4 MAPK12 MELTF MFN2 MKNK2 MLXIPL MSRA MTARC1 MYOM2 NAXE NDP NDUFA10 NDUFA7 NDUFAF5 NDUFB5 NDUFS3 NEDD4L NFIA NMRK2 NOL3 NOS1 NPPC NPR2 NQO1 NR4A1 NRIP1 NT5DC3 NUDT6 NUDT9 PACSIN3 PADI2 PALLD PCNT PDCD7 PDSS2 PGM5 PHYH PLA2G12A PNPLA2 POLDIP2 PPM1L PRKAG3 PRMT7 PSMC4 PSMG2 RABGGTB RAPGEF4 RASGRF2 RNF167 RORC RWDD4 SCIN SDHA SEMA6D SGCD SIX1 SLC25A20 SMARCD3 SMTNL1 SPTB ST3GAL6 SULT1A1 TARS3 TCAIM TCEAL7 TEFM TF TLN2 TMEM100 TMEM201 TMEM216 TMEM60 TMIGD1 TNFRSF11B TPM2 TRIB2 TSPAN7 TTC7B TTC9 TTL UBE3B UCMA USP2 UTRN VEZT WFDC1 WFS1 WWP1 YPEL2 ZCCHC17 ZDBF2 ZFHX4 ZFP91 ZMYM4 ZNHIT3 ZRANB2 GSE22935_WT_VS_MYD88_KO_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22935_WT_VS_MYD88_KO_MACROPHAGE_DN AATK ACY3 ADHFE1 ADIPOQ AHCY AKAP12 ALDH1A3 AMY2A ANGPT1 ANGPTL7 ANK1 ANKH ANKRD2 ANP32A AR ARHGAP19 ARHGAP20 ARMH4 ARPP21 ATP9A AUTS2 BAMBI BCCIP BCL2 BEND7 BVES C11orf52 C1orf21 C4orf47 CA14 CACNA1H CCDC136 CCNK CD200 CDC42EP1 CDON CES1 CHDH CHRDL1 CHST1 CHST7 CLDN5 CLIC5 CMKLR2 COL22A1 COQ10A CPEB1-AS1 CTF1 CXCL14 DIXDC1 DLX5 DNAJC28 DTNA ELP6 EMC9 EPB41L4B ERCC6L2 ETFB EXOC6 EYA1 FABP4 FAH FBXO2 FHIP1A FLNC FN3K FOXD3 FOXO4 FREM2 FXYD6 GALNT15 GDF10 GPC3 GPD2 GPR135 GSN GUCY1B1 HAGH HCAR1 HLCS HOOK1 HOXA5 HSPA12B IMMT IPP IVD KANK1 KCNA5 KCNA7 KCNH2 KCNQ4 KIT KLHL8 KRBA1 KYAT3 L2HGDH LBX1 LDB2 LDHB LEPR LIMK2 LIMS2 LPL LRRC3B LYPD6 MAP1B MEST METTL18 MLXIPL MLYCD MMD MPZ MPZL1 MTFP1 MTMR3 MYH11 MYL10 MYL3 MYL9 MYLK MYOM2 NEURL1 NMNAT2 NPNT NPR2 NQO1 NREP NRN1 NT5DC3 OAZ1 P2RY2 PABPC4 PACSIN3 PCMTD2 PDE2A PEG3 PLAAT1 PLIN5 PLLP POLA2 POPDC2 PPARG PRCD PROCA1 PRSS12 PTGIS RAPSN REM1 RHOT2 RNF7 S1PR5 SCARA3 SCN3B SCRN1 SEMA3A SEMA6D SHROOM4 SIK2 SLC1A1 SLC22A3 SLC25A3 SLC35G1 SLC38A4 SMAD3 SMCO3 SMTN SNCAIP SNHG8 SPARCL1 SPRYD4 SPTBN1 SSH2 ST3GAL6 TAL2 TEAD1 TF TIGAR TMEM201 TMEM38B TMIGD1 TNFRSF11B TNRC6C TOR1AIP2 TRARG1 TSNAX TTC1 TTC9 TXNIP UNC13B UQCRC1 USHBP1 VSIG4 WDR86 WFDC1 WNT4 ZBTB20 ZDHHC17 ZDHHC23 ZFP82 ZFP91 GSE22935_WT_VS_MYD88_KO_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE22935_WT_VS_MYD88_KO_MACROPHAGE_UP ABCA1 ADAMTS7 ADAR ANLN ANXA1 ANXA2 AP1B1 AP1S1 AP3B1 ARAP1 ASAH1 ASS1 ASXL2 BTK C18orf54 C1QA CASP6 CASP8 CBL CCL5 CCR1 CCR2 CD200R1 CD37 CD40 CD48 CD80 CDK6 CERS6 CFP CKLF CLEC4A CMIP CMTM7 CNPY3 COL16A1 CREB3L1 CSF2RB CSK CSTB CYBB CYP7B1 CYSLTR1 DAP DCSTAMP DNM2 DOK3 DTX4 EDEM1 EFHD2 ELK3 EMILIN2 ERI1 ERMARD ESPL1 FAM167A FBRS FCER1G FES FRRS1 FSTL1 GABARAP GALNT7 GDA GLIPR1 GNPTAB GPX1 GSDMD HCK HEPACAM2 HIF1A HLA-DMB HPSE HTRA1 HVCN1 ICOS IFI30 IGSF6 IL17RA IL27RA INPP5D ITGA5 ITGAX JPT1 KCNN4 KMT5C LAMP1 LCP2 LGALS3BP LHFPL2 LIMA1 LITAF LIX1L LOXL1 LPCAT2 LRP8 M6PR MANF MARCO MED7 MEFV METRNL MFSD1 MFSD10 MGAT1 MMP2 MOB1A MPP1 MSC MYO7A NCF1 NCF2 NCF4 NCKAP1L NDC1 NECTIN1 NFKBIE NIBAN2 NIPSNAP3A NLN PDCL PDIA3 PDLIM4 PEDS1 PGD PIK3CG PILRA PISD PKP3 PLA2G7 PLOD3 PNP PPP1R18 PPP4R1 PRDX1 PTGER2 PTGFRN PTGR1 PTGS2 PTK2B RAB8A RAB8B RBM47 RGS10 RNF128 SAMHD1 SDCBP SEC24D SELPLG SEMA4D SETDB1 SF3B3 SH3BGRL3 SH3TC1 SHISA5 SHTN1 SIAE SKIL SLAMF8 SLC15A3 SLC16A2 SLC25A45 SLC30A5 SLC37A2 SLC38A10 SLC43A2 SNX1 SNX18 SOGA1 SORCS2 SRD5A3 SRI STAC2 STX11 SULF1 TCIRG1 TES TGFB1I1 TGIF1 TM4SF5 TMED9 TMEM123 TMEM51 TMEM68 TMX3 TNFAIP3 TNFRSF11A TNN TPP1 TRAM2 TRPS1 TRPV2 TYROBP UNC93B1 VWA5A WAS XDH ZC3H7A ZFP36L2 ZNF469 GSE23114_PERITONEAL_CAVITY_B1A_BCELL_VS_SPLEEN_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23114_PERITONEAL_CAVITY_B1A_BCELL_VS_SPLEEN_BCELL_DN AATF ABCF2 ADAM19 ADARB1 ADSL AFAP1 AK2 ALG3 AMD1 ATP10D ATP1B3 ATP5MC1 ATP5MG ATP6V1A BCL2L11 BET1 BRD8 C5orf22 CANX CAPZA2 CCDC86 CD28 CD47 CD9 CDK4 CFLAR CPSF4 CYP51A1 DBI DCUN1D4 DDX18 DHCR24 DIMT1 DLC1 DLEU1 DUSP5 DUSP6 EIF3I EIF3J EIF4A1 EIF4G3 ELMO1 ENO1 EVI5 EXOC3 FADD FAM216A FARSA FH FKBP2 FUS GAD1 GATA3 GCLM GCSH GFUS GHITM GSDME GTF2E2 GTPBP6 HAUS7 HCCS HNRNPA3 HNRNPDL HNRNPF HOMER1 HPRT1 HPS5 HSBP1 HSP90AB1 HSPBP1 HSPH1 HYOU1 IGSF3 IL18R1 IL18RAP IL1R1 IL1RAP IMMT ITPA JRKL KDELR2 LAMA2 LAMP3 LIG4 LPCAT1 LPL LRRFIP1 MAMLD1 MAPKAPK3 MARS1 MBOAT7 METTL1 MIF MLEC MTA1 MTAP MTREX MYDGF NCKAP1 NCOR2 NDEL1 NELFE NEMP1 NFATC1 NFE2L3 NFKB1 NFYA NHP2 NME1 NOL7 NOP56 NPM1 NPM3 NT5E NUFIP1 NUP133 NUP88 NUTF2 OSGEP PA2G4 PARP1 PDCD2 PDHB PDIA3 PDIA5 PGM1 PKM PNP POLR2G POP1 POP4 PPID PPP1CC PPP2CA PPT1 PRR3 PSMB3 PSMB5 PSMB6 PSMD1 PSMD7 PSME3 PWP1 QDPR R3HDM1 RAB27A RFC4 RGS10 RIPK2 RPA2 RPA3 RPN2 RUNX1 SCAMP3 SERPINB2 SHMT2 SKIC2 SLC1A5 SLC25A5 SMS SNRPC SP3 SPINT2 SQLE SREBF2 SRGN SRM SRR SS18L1 SSRP1 STT3A SUCLA2 SUSD6 TAF1B TARBP2 TCTN3 TEX261 TIMM17A TIPARP TM9SF1 TMEM243 TNF TRAF1 TUBA1B TXN UBA2 UBE2D1 UBE2G2 UNG UQCR11 USP14 VCP VIM WDR43 WNK1 YWHAE ZNF200 ZNF354A ZNRD2 GSE23114_PERITONEAL_CAVITY_B1A_BCELL_VS_SPLEEN_BCELL_IN_SLE2C1_MOUSE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23114_PERITONEAL_CAVITY_B1A_BCELL_VS_SPLEEN_BCELL_IN_SLE2C1_MOUSE_DN ABCE1 ACBD6 ACKR3 ACSL1 AGO2 AHCY ANKRD16 ARHGAP12 ARID5A ATF7IP BATF3 BCAT1 BCL2A1 BCL2L1 BICRAL BRINP3 BTN2A2 C20orf202 CABS1 CACNG1 CALML4 CAPNS2 CASZ1 CCDC190 CCDC50 CCL22 CCR1 CD200 CD320 CD80 CDC34 CDH7 CEBPG CHRNA1 CLPB CPNE9 CXCL11 CYP27B1 DCP1A DDI1 DDX10 DDX21 DDX52 DIRC1 DNAJC5B DOCK9 DPCD DUT EBNA1BP2 EEF1B2 EIF1B ENPP5 EPM2A ETFRF1 EXOC5 EYA4 F13B FAM166A FAM171A1 FAM182A FAM240C FBXL8 FOXJ3 FSCN1 GADD45B GAS7 GATAD2B GPATCH4 GPR22 GPR55 HAS2 HEPACAM2 HOXA6 HTT IL4I1 IL6 INSC IRF5 ISG20L2 JAM2 KCNJ3 KCNJ6 KCNV2 KCTD18 KHSRP KIF9 KREMEN2 KRTAP4-8 KSR1 LCN12 LINC00592 LRRK2 MAGEA1 MAP3K5 MATN3 MBD5 MGLL MIR3945HG MKNK2 MMP7 MSRB3 MTMR2 MYCBP2 NDUFS1 NEDD4L NFE2L1 NFKBIA NFKBID NINJ2 NKX3-1 NME9 NTPCR NUDT19 NUP62 OLFM2 ONECUT2 OTUD1 PAXIP1-AS2 PCDH7 PELP1 PENK PIKFYVE PLEC PLPPR3 POTEM PPTC7 PRKAA2 PSMA4 PTGER4 PXDNL RAB12 RBM26-AS1 RBMXL1 RNF40 RPL11 RPS15A RPS6KC1 RUNX3 SAMD11 SAMSN1 SEMA3C SERP1 SGCB SHB SHE SIRT4 SIX5 SLAMF1 SLC15A4 SLC16A1 SLC25A33 SLC35B2 SLC35D3 SLC35E4 SLIRP SNTB1 SNX11 SORBS2 SPINT1 ST20 STATH SUPT3H SURF2 TAGLN2 TAS2R45 TCF7L2 TESC TET3 THAP1 TJP2 TMC6 TMEM139 TMEM52 TNFRSF10A TNFRSF10B TNFRSF8 TNFSF14 TOMM70 TRMT11 TSPYL4 TXN U2AF2 UBAP2 UBASH3A VTI1A WHAMM XPNPEP3 YRDC YWHAE ZNF142 ZNF208 ZNF687 ZNF713 GSE23114_PERITONEAL_CAVITY_B1A_BCELL_VS_SPLEEN_BCELL_IN_SLE2C1_MOUSE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23114_PERITONEAL_CAVITY_B1A_BCELL_VS_SPLEEN_BCELL_IN_SLE2C1_MOUSE_UP ADA ADD3 AFDN AIF1 ALDH2 ALDH6A1 ALOX5 AMT AQP5 ARHGAP4 ARHGAP45 ARHGEF11 ARHGEF18 ARID4B ASIC3 ATG13 AURKC AXIN1 B3GALT4 BIN1 C2orf72 CADPS CASQ2 CCDC69 CD247 CD300C CDC25B CDX2 CECR7 CHD2 CIT CIZ1 CLDN18 CLDN9 CLN3 COL4A2 CORO1A CPEB3 CTNNBIP1 CTSO CTSW CXCL12 CXCR4 DDIT3 DGCR2 DGKA DLGAP1 DLGAP4 DMPK DNAJB1 DNM3 DOCK2 DUSP8 ENDOU ERG ERICH1 ESR1 EYA2 FADS3 FAM3A FCGRT FGB GAB2 GAD2 GATAD1 GDPD5 GPSM3 H1-10 H2BC10 H3C10 HDAC6 HHEX HMGN2 HMGN3 HSD3B2 ICAM3 ID1 IDH2 IFITM1 IFITM3 IKBKG IL11RA INS INSL4 IRF2BP1 IRF3 ITGA6 ITGB2 ITSN1 JUND KAT7 KCNA5 KDM2A KRT20 LINC01565 LITAF LPCAT4 LTB4R MAP4K2 MCC MCF2L MFGE8 MICA MMP16 MRNIP MT2A MTSS1 MUC1 MYL2 MYO6 MYO9B NBEAL2 NCKIPSD NUMA1 OASL OCRL OPTN OXT P2RX5 P2RY10 PADI2 PAPSS2 PCBP3 PCDH7 PCNX1 PENK PHYH PIAS3 PIK3IP1 PIM1 PLA2G4C PLCD1 PLXNB3 PNOC PPARD PPP2R5D PPT2 PRKACG PRKCE PYGM RAB32 RALYL RASGRP2 RBM38 RECQL5 RGS1 RHBDL1 RHOB RNF139 S100A13 SARDH SEC31B SELPLG SERPINF1 SETD1B SGK1 SIPA1 SIRPA SIT1 SLC2A3 SMAGP SMR3B SNAP91 SORBS3 SORL1 STARD3 STARD5 SUN2 TANC2 TAOK3 TBC1D9 TBX19 TENM1 THRA TLE5 TLR1 TMSB10 TNFRSF13B TNK2 TPBG TPX2 TRADD TRAF3IP2 TRAM2 TRANK1 TYRP1 UBA7 UBE2C UPK3A USP19 UTRN VAMP1 VPS11 VSNL1 WWOX ZBTB25 ZFP36L2 ZKSCAN5 ZMYM3 GSE23114_PERITONEAL_CAVITY_B1A_BCELL_VS_SPLEEN_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23114_PERITONEAL_CAVITY_B1A_BCELL_VS_SPLEEN_BCELL_UP ACTA2-AS1 ACTL7A ADAMTS20 ADGRF5 AMN ANGPT2 ANO2 AP5B1 ARF1 ARL11 ASB12 ASB14 B4GALNT2 BARX1 BEST1 BICDL2 BMP6 BTBD10 C14orf39 C2orf27A CACNG4 CALHM2 CASP2 CATSPER2 CCN3 CCNL1 CD3D CDK5 CHIT1 CHMP1A CHST5 CLDN19 CLDN3 CLEC3B CLEC4E CLU CNGA1 CNTN2 CNTNAP3 CPNE7 CRB2 CTDSPL CYP4Z2P CYP8B1 CYTIP DBNDD1 DDX25 DNASE2B DRD5 E2F2 EGR1 EOGT ERCC6L EVA1A F2RL2 F9 FAM166B FCGBP FGF2 FZD8 GAA GABRA3 GALM GGN GIMAP4 GIP GJD2 GLT8D1 GML GOLGA4-AS1 GPR25 GPRASP1 GPRC5D GRM7 GTF2B HEATR5A HMOX2 IFITM3 IFT22 IL31RA ITGB2-AS1 JCHAIN JRK KCNMB1 KDM1A KIR2DL5A KLHL40 LEXM LINC-PINT LINC00944 LINC01242 LINC01270 LINC03018 LMTK3 LRFN2 LTBP3 LUZP2 MAD2L1BP MAP2K5 MAPKBP1 MMP2 MOCS3 MVD MXD3 MYBL2 MYO1A NCS1 NES NOC2L NPAS3 NR0B2 NUDT16-DT OR51B2 OR51B4 OR52K3P P3H4 PCP4 PCP4L1 PDCL PEX11G PFKFB3 PIH1D1 PIWIL2 PLCB2 PLK3 PMP2 POLH POSTN PPP4C PRDM1 PRDM15 PTAFR PTPN18 PTPRJ PTPRN PTX3 REC114 RFPL1 RGS18 RNF11 RPS6KA4 SAA4 SCPEP1 SELENOO SELPLG SEZ6 SEZ6L2 SLC19A1 SLC25A48-AS1 SLC35E2B SLC66A3 SLFNL1 SMG7-AS1 SNRPD3 SPATA24 SPP1 SPP2 SRGAP3 STAP1 SULT1A2 SYNGR1 SYNM TAAR5 TCTA THAP7 TIMP2 TMEM119 TMEM86A TRAPPC14 TRIM3 TRIM72 UBE2H UBQLNL UMOD USP22 VENTX VSTM2L WASF3 WDFY2 WFDC9 WNT10A WSB2 XAB2 YWHAZ ZFP2 ZFPM1 ZNF341 ZNF479 ZNF497 ZNF503 ZNF680 GSE23114_WT_VS_SLE2C1_MOUSE_PERITONEAL_CAVITY_B1A_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23114_WT_VS_SLE2C1_MOUSE_PERITONEAL_CAVITY_B1A_BCELL_DN ABCC4 ABCC8 ABCG4 ACBD6 ACKR3 ADCK1 ADH4 AMH AMPD2 ARHGEF40 ARMC5 ASCL1 ATXN8OS B3GALT5 B4GALT2 BTN2A2 C19orf84 C1QA C20orf202 C3 C5AR2 CALR3 CAMK2A CASZ1 CDC20B CDC42EP4 CEP170B CERS1 CFAP126 CFAP95-DT CFAP99 CFC1 CHSY3 CLIP2 COL16A1 CRISP1 CSPG5 CWF19L1 CYP1B1-AS1 DBP DDI1 DDX4 DISC1 DNAJB13 DNM1P46 EEIG2 EFNA3 EIF3LP3 ELAVL3 EMX2 ENPP7 ERVH48-1 EVC FAM133A FAM216A FARSB FBXL6 FGF13-AS1 FGFRL1 FKBP11 FOXO6 GABRG3 GADD45B GATC GBX1 GPC6 HABP2 HCG4B HCST HDC HEPACAM2 HGFAC HNMT ICAM1 IER3 IGSF10 IL10 IQCK IRF5 IRX5 ITGB6 ITIH3 KCND2 KCNJ3 KCNK1 KCNQ3 KCNV2 KHDRBS2 KIF19 KLK8 KRT6B KRTAP5-AS1 LEKR1 LINC00543 LINC00574 LINC00896 LINC01123 LINC02875 LRP5 LRRC17 LURAP1 M1AP MANEAL MAP3K5 MATN3 MC4R MEGF11 MIR3945HG MIRLET7BHG MMP7 MROH6 MRPL14 MTMR2 MTTP MTURN NAV3 NDOR1 NFE2L1 NFKBIA NME8 NPSR1-AS1 NR5A1 NRTN NUP62 OR1F1 OR2J2 PARP3 PCDH20 PCDHB7 PCDHGB7 PDE1A PELI2 PER1 PGC PHACTR1 PLD6 PMAIP1 PRKACG PTPN3 PTPRD RAPGEF3 RBP4 REG1A REN RETN RIPK4 RNF150 RNF175 RNF2 SAMD11 SEMA6B SHE SLAMF1 SLC25A31 SLC26A1 SLC26A3 SLC27A6 SLC45A1 SLC4A5 SLC7A10 SLCO1B1 SLITRK6 SPAM1 SSC4D SSPOP SSTR2 STAB2 STAC2 STK16 STXBP5-AS1 TACR2 TBC1D8 TBX3 TCF7L2 TESC TFDP3 TMEM132C TMEM200C TMPRSS11E TNFRSF14 TNFRSF8 TNIP2 TP53I11 UTP25 VN1R3 VSNL1 WFDC6 XDH XPO4 ZCCHC18 ZNF140 ZNF319 ZNF483 ZNF683 GSE23114_WT_VS_SLE2C1_MOUSE_PERITONEAL_CAVITY_B1A_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23114_WT_VS_SLE2C1_MOUSE_PERITONEAL_CAVITY_B1A_BCELL_UP ABLIM1 ACO2 ACVR1 ADAT1 ADHFE1 ADNP ALG9 AP4B1 AP5B1 APH1B ARHGEF37 ARPC2 ASB2 ASPM ATP2A3 B3GLCT BBS4 BBS9 BEX4 BICD2 BTBD10 BUB1B C11orf21 CAPSL CCDC87 CCNDBP1 CCNY CD2AP CD52 CDC25C CDC42BPG CDIN1 CENPJ CLEC4F CNOT6 CRCT1 CRYM CT62 CTBS CXCL5 DCP1B DDX60L DEFB114 DESI2 DGKQ DICER1 DMXL2 DNAJB8 DNASE2B ECD EGR1 EHD3 EYA3 FAM107B FAM166B FAM86C1P FANCB FGF10 FIBP FMOD FN3KRP GAS1 GCGR GEN1 GIMAP4 GNAI3 GOLT1B GPX7 GZMA HMGB1 HSD17B11 HSD17B6 HSPA13 ID3 ILF3-DT ING1 INVS JSRP1 KL KRTAP4-12 LAMA1 LAMP5 LINC00320 LINC01015 LIPT1 LIX1L LRR1 LSM4 LTA4H LYG2 LYRM9 LZTS2 MAGEA4 MAGT1 MAP2K5 MAP3K3 MAP4K1 METTL15 MID1 MIR2052HG MMAA MSANTD4 MSMO1 MTOR MYF6 N4BP2 NAALADL2 NAPG NHLRC2 NID2 NIFK-AS1 NPVF OBI1 OPTC PBX2 PCDH19 PDXDC2P PGAP1 PGBD2 PGM2 PHACTR2 PHF20 PIP4P2 PKP1 PLSCR1 PNKP PPIP5K2 PRB1 PRPSAP2 PTGR2 PTPN18 PTPN22 RAB3GAP2 RAI14 RALGPS2 RASA1 RASGRF1 RBM43 RBM8A RCSD1 REEP3 REST RIC3 RMDN2 RNF144A S1PR3 SCCPDH SERINC3 SGSM2 SLC25A24 SLC7A6 SMAD3 SMOX SNAI3 SNX10 SNX30 SOS1 STARD4 STX10 STYX SYBU SYNDIG1 SYTL1 TAS2R19 TCIRG1 TEF TEKT5 TEX26 TMEM92 TMIGD2 TMX4 TRA2B TRIM25 TRMT5 UBE2CP4 UBL7 UBR1 UGT1A6 UNK UPRT WASHC4 WDSUB1 ZBTB38 ZFAND5 ZMYM3 ZNF221 ZNF395 ZNF398 ZNF473CR ZNF506 ZNF680 ZNF709 ZNF778 ZNRF2 GSE23114_WT_VS_SLE2C1_MOUSE_SPLEEN_B1A_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23114_WT_VS_SLE2C1_MOUSE_SPLEEN_B1A_BCELL_DN ABCC10 ABR ACAA1 ACR ACVR2B ADA AIF1 ALDH6A1 ALOX5 AREG ARSA ASIC1 B3GALT4 BIN1 CCNE1 CD300C CD37 CDC25B CDH2 CDH22 CDH3 CDIPT CDK19 CDON CDX2 CENPB CHD2 CHRNA4 CIT CIZ1 CLCN7 CNP CPZ CRP CTSA CTSK CTSW CXCR4 CXCR6 CYP3A5 DDIT3 DGCR2 DGKA DGKZ DNAJB1 DNASE1L1 ECI1 EDN2 EN2 ERC1 ERICH1 ETV1 EXTL3 FAM3A FAM50A FCER2 FCHO1 FGFR4 FLOT2 FOXO4 GADD45A GATA4 GDPD5 GGA2 GLYAT GNB2 GPI GRIK3 H1-4 H2AC17 H2BC10 H2BC6 H3C10 H4C2 HDGF HGFAC HPGD HSD3B2 ID1 IDH3G IGLV3-25 IMPDH1 IRF2BP1 ITGB2 ITIH4 JAK3 JUNB KAT2A KAT7 KCNJ12 KCTD2 KLF5 KRTAP5-9 LFNG LHX2 LILRA2 LPAR2 MAN2B1 MAP3K3 MAP3K9 MAP4K2 MAPK11 MAPK3 MDK MEGF6 MICA MICAL3 MINAR1 MT2A MVD MYO1A MYO6 NAAA NAGLU NCAPD2 NME3 NNMT NRTN NUCB1 P2RX5 PCBP3 PCDH7 PCOLCE PFKL PHKG2 PHLDA2 PIEZO1 PIK3IP1 PIM1 PIM2 PLA2G1B PLA2G4C PLCD1 PLXNA3 POLE2 PPARD PPEF2 PPIF PPP2R5D PPT2 PSD PTPN18 PYGM R3HDM1 RAPSN RASGRP2 RBM38 RELN RGP1 RGS9 RHBDL1 RPGRIP1L RPL14 RPS14 S100A1 SC5D SEC14L2 SERPINF1 SIRPA SIT1 SIX1 SLC25A42 SLC29A2 SMAGP SNTA1 SPEG SPTA1 SRCAP STMN2 STX11 SUN2 TBC1D9B TBXA2R TCAP TFAP4 TFDP2 THEMIS2 TLR1 TMSB10 TRAF3IP2 TRAFD1 TRAM2 TREX1 TRIB2 TSC22D3 TSC22D4 TSN TTLL3 TXNIP UBE2C UPK3A USP19 VAMP5 VIPR1 WNT8B WWOX ZBTB25 ZNF101 ZNF8 GSE23114_WT_VS_SLE2C1_MOUSE_SPLEEN_B1A_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23114_WT_VS_SLE2C1_MOUSE_SPLEEN_B1A_BCELL_UP ABCE1 ACSL1 ACTG1 ADAM17 ADAM19 AHCYL1 AHR AIMP2 ANKLE2 ATF1 ATF3 ATP1B3 ATP2B1 ATP6V0A2 ATP6V1A ATXN2 BCL10 BCL2A1 BOLA2 C1orf216 CA2 CALM2 CALU CAND1 CCND2 CCT4 CCT6A CD200 CD40LG CD47 CD48 CD81 CDC42EP3 CDS2 CEP170 CFLAR CHMP2A CLIC1 COPS8 COX17 CSTB CTSL CYCS CYTIP DHX16 DIMT1 DPY19L2P2 DUSP14 DUSP5 DYNLL1 EBNA1BP2 EEF1E1 EGR2 EIF2S1 EIF3J EIF4E EIF4G2 EZH2 EZR FADD FAM98A FASLG FEN1 FEZ2 FKBP2 FUT4 GABPA GABPB1 GEM GHITM GLIPR1 GNAI1 GNG5 GTF2E2 HAX1 HBEGF HIVEP2 HMGN4 HNRNPA0 HNRNPAB HPS5 HSBP1 IL18R1 IL1B IL1RAP IMMT IMPA1 IPO5 IPO7 IRF4 JRKL KDM6B LCP2 LIG4 LPCAT1 LRRC42 LRRC8B LRRFIP1 LTBP4 LYSET MACF1 MAK16 MAP2K3 MAP3K14 MKLN1 MLEC MRPL19 MTHFD2 NAB1 NCOA4 NELFE NFE2L2 NFIL3 NFKB1 NFYA NOL7 NOP56 NPC1 PAICS PAQR3 PEA15 PER2 PEX3 PGAM1 PGK1 PLAGL2 PLP2 PLPP1 PNO1 PNP POGZ PPP2CA PRDX1 PRDX3 PRKD3 PRPF18 PRR3 PSMB5 PSMD1 PSMD14 PSMD9 PTPN22 QPCT RAB22A RAD1 RHOG RNF14 RPN2 RRAS2 RRS1 RSAD2 S1PR1 SEC62 SERPINE2 SLC25A16 SLC26A2 SLC7A5 SNAPC1 SNAPC5 SNRPG SP3 SPAG9 SPRY1 SREBF2 SRGN SS18L1 STX1A SUB1 SYNCRIP TARS1 TERF1 TFAM TM9SF1 TMEM243 TNF TNFSF14 TP53BP1 TUBA1B TUBB2A TUBG1 TXLNA TXNDC9 UAP1 UBE2D1 UMPS URB2 UTP14C UTP18 UTP25 UTP3 VDAC3 WDR1 WDR43 WDR47 WNK1 WSB2 ZC3H13 ZNF195 ZNF267 ZPR1 GSE23308_CTRL_VS_CORTICOSTERONE_TREATED_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23308_CTRL_VS_CORTICOSTERONE_TREATED_MACROPHAGE_DN ABRACL ABT1 ACTB AEN AP2S1 ARPC5 ATXN2 ATXN7L1 BRPF1 CALCRL CAMKK1 CARM1 CASP1 CASP4 CCN1 CCN2 CCN4 CCR7 CCRL2 CD200 CDC42EP4 CDKN2B CDV3 CER1 CH25H CLDND1 CNTFR COMMD7 CPZ CREB3 CXCL2 CYP4A22 CYRIB CYTH3 DGKA DKK3 DNAH5 DNAJA1 DUSP11 EGLN3 EIF4EBP1 EIPR1 ELMO3 ERO1A ESYT3 ETV4 FAM227B FAM32A FBN1 FDFT1 FGFR1OP2 FOXC2 GAS7 GDA GDF15 GLIPR2 GORASP2 GPA33 GPM6B GPR88 GRB10 GSAP GSPT1 GTF2F1 GTF2H3 HERPUD1 HES1 HEXIM1 HGD HTT IARS1 ID1 IGSF6 IKBKE IL1B IL4I1 INHBA IRX3 KHDC4 KIF1A KIF2C KLHL25 KPNB1 LCN2 LDLR LGALS4 LOXL3 LPAR1 LRG1 LSG1 LTBR LYN LYVE1 MARK3 MBD1 MED29 MINDY3 MMP14 MPP2 MRPL3 MRPS2 MT2A MVP MYO1B NCF4 NCK1 NFE2L2 NINJ1 NLRP3 NMU NOP2 NUBP2 NXF1 OAF PAFAH1B2 PARP8 PCDHA12 PCYT2 PDE4B PDPK1 PGP PHLDA1 PHLDB1 PIM3 PLAUR PLEKHG6 POLR2D PPP1R11 PPP2CA PRLR PSMD7 PSPC1 PTGDR2 PTGER4 PTGES PTGS1 PTPN6 RAB10 RAD51AP1 RALB RAP1A RAP2C RAVER1 RBM12 RBM5 REXO4 RND3 RPS6KB1 RRP8 SAA1 SAC3D1 SAV1 SECISBP2L SERPINE2 SF1 SIGLEC7 SIM1 SLAMF6 SLC26A7 SLC30A6 SLC35A5 SLC3A1 SLC44A1 SPARC SPTLC2 SSBP4 STK17B STX12 STXBP3 SURF4 SYPL2 SYT7 TAB2 TAGLN TANK TBC1D13 TGFB1I1 TMED5 TMEM183A TMEM63B TNFAIP8 TNFAIP8L1 TNFRSF9 TNIP2 TRAPPC13 TRIP10 TRIP13 TRMT1L TSR1 TYMS VAPA VASN VASP WDR77 WNT9A YARS1 YIPF4 ZC3H15 ZCCHC3 ZNRF1 GSE23308_CTRL_VS_CORTICOSTERONE_TREATED_MACROPHAGE_MINERALCORTICOID_REC_KO_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23308_CTRL_VS_CORTICOSTERONE_TREATED_MACROPHAGE_MINERALCORTICOID_REC_KO_DN ABCB7 ABCC1 ACADSB AGPAT3 ANKRD44 AP1S2 APAF1 APOM APTX ARHGAP21 ARHGAP4 ARHGEF3 ARRB1 ARRDC4 ATP5F1C B3GALNT1 B4GALT1 B4GALT6 BORCS7 CAAP1 CASP3 CAV2 CBX7 CCNJ CCPG1 CD28 CELF2 CEP290 CHAC2 CHUK CLIP1 CMPK2 CNOT7 COX15 CSF1 CUL1 CWC15 CXCL3 CYB5A CYTH1 DCTPP1 DEDD DEK DHPS DLAT DOCK7 DPY30 DYNC1H1 DYNC1I2 E2F8 EDEM1 ELF1 ENC1 ENDOD1 ENPP4 ERBIN FBXL3 FBXO42 FBXW11 FNBP4 GCA GEM GLA GLB1 GLOD4 GSS GTF2B HAUS4 HBS1L HERC1 HINT3 HLA-B HMGB2 HMGB3 HMGN3 HOMER1 IDH1 IDH3G IL10RA IL1A IMMT IRF1 ITCH ITSN2 IVNS1ABP KLHL25 LIG1 LIN9 MALAT1 MARVELD1 MCM6 MEDAG MEF2C METTL5 MFSD6 MOB1B MOCOS MPC1 MPV17 MRPS28 MSANTD2 MTCP1 MTMR14 MTMR6 MXI1 N4BP2L1 NAA20 NBN NCAPG2 NDUFA9 NFIA NFKB1 NFKBIE NFXL1 NGLY1 NOA1 PALS2 PARG PARVG PCNX1 PDCD4 PDLIM5 PFKP PHACTR2 PHKB PHTF2 PLPP3 PPT1 PRC1 PSMB7 PTGR3 PYGL RAB13 RAB23 RAB29 RBM7 RCSD1 RGS1 RIDA RIPK2 RNASE4 RNF115 RTRAF RUFY3 RYR1 SAT1 SCFD1 SEC23A SEMA4D SERPINE1 SGCB SH3BP5 SIAH2 SLAIN2 SLC16A7 SLC29A1 SLC4A7 SMIM30 SNRPB2 SNRPC SOCS1 SOWAHC SPAG7 SPIN1 SSR3 ST13 STARD8 STK4 STOM STT3B STX6 SYAP1 SYNCRIP TASOR2 TBK1 TCF4 TEP1 THRA TMED5 TMEM184B TMEM242 TMLHE TNS1 TOMM70 TOX4 TP53INP2 TRAM1 TRAPPC2B TRIM21 TRIM25 TRIP13 TSTD2 TUBB2A VCAM1 VOPP1 WDR36 WDR46 XIAP ZC3H15 ZC3H7A GSE23308_CTRL_VS_CORTICOSTERONE_TREATED_MACROPHAGE_MINERALCORTICOID_REC_KO_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23308_CTRL_VS_CORTICOSTERONE_TREATED_MACROPHAGE_MINERALCORTICOID_REC_KO_UP ABHD4 ABHD8 ACADM ADAMTS10 ADCK1 AFG1L AKAP8L ALDH4A1 ANAPC15 ANKRD28 AP3M2 ARHGAP17 ARRB1 ASRGL1 B3GALNT1 BET1 BSCL2 BTBD2 C6orf62 CAMK2G CBX2 CD300C CD99L2 CDADC1 CEP19 CERK CHEK2 CIC CKB CLEC7A CLSTN1 CNR2 COMT COX6A1 CRIP3 CTDP1 CTDSP2 CTNNBIP1 DCAF15 DCAF8 DCTN1 DEF8 DHRS4 DHRS7 DHX57 DIPK2A DMAC2 DNPEP DOP1B DTD1 ELP3 ENTREP3 ETAA1 ETFDH EZH1 FANCE FBXO11 FBXW7 FEN1 FIG4 FOXJ2 FOXO3 FRMD6 GALNS GJA4 GLB1 GLO1 GNAS GPSM3 HAUS3 HMG20B HTATIP2 IL6R IL7R INPP4A INTS6L IVNS1ABP JADE1 JMJD1C KDM2B LIPA LPCAT1 LRRC40 LYL1 MAP2K3 MBNL1 MCM2 MCM4 ME2 MESD MIS18A MORN4 MRPS24 MSRA MTHFD1 MTX1 MXI1 MYO9B NAGK NCAPH2 NEU1 NHERF1 NOXO1 NPRL2 NRDE2 NUP85 OCEL1 ORC5 OSGEP P2RX7 PANK1 PHF13 PHKG2 PIP4K2C PJA1 PLPP2 POLL POR POT1 PRKACB PRKCI PROKR1 PRPF6 PSME3IP1 PTDSS2 PTPA PURA PURG RAB29 RBKS RBM43 RELL1 RGS14 RHOBTB2 RMND5B RNF167 RNF187 RPA1 RREB1 RTN4 S1PR1 SCAMP2 SEC14L1 SFXN3 SLC25A39 SLC35C2 SLC66A1 SMAD4 SMARCC1 SMPDL3A SNAPIN SNRK SNRPB2 SNRPD2 SPICE1 SPPL3 SRD5A3 SRP14 ST3GAL2 STK10 STK38 STX8 TAF8 TAOK3 TBC1D22A TCF3 TCN2 TCTN3 TEX261 TF TFEB THUMPD3 TJP3 TM7SF3 TMED4 TMEM129 TMEM150B TNS1 TOM1 TOPORS TP53INP1 TP53INP2 TPGS1 TRIM25 TRPV2 TTC3 TTC5 TUBB2A UAP1L1 UCHL5 ULK2 VRK2 WDFY1 WDSUB1 YIPF3 YPEL5 ZDHHC4 ZFP30 ZNF219 ZNF362 GSE23308_CTRL_VS_CORTICOSTERONE_TREATED_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23308_CTRL_VS_CORTICOSTERONE_TREATED_MACROPHAGE_UP ABCC10 ABCF1 ADAM11 ADAM9 ADORA2B ADRM1 AGFG2 AKT2 ALPK3 ANGPT2 APBA3 APLP2 ARFIP2 ARMC6 ATXN1 ATXN7L3 BARD1 BCHE BCL7B BRD4 C2 C8orf82 CAMKK1 CASKIN2 CBLN3 CCDC191 CCT8 CD302 CDC26 CDX4 CFAP298 CHMP1A CHRNA3 CLCNKB CNOT9 COL4A1 COL4A3 COMMD7 COQ8B CPA2 CSF3R CSNK1A1 CTDNEP1 CYBRD1 DDIT4 DDX52 DHX38 DOK1 DSP EEF1AKMT1 EXTL3 F2 FAM98A FHIT FLNC FOS FOXJ2 G6PC2 GABRQ GFER GFOD2 GJA1 GNL3 GPR12 GUCD1 GUCY2C HAAO HAUS3 HEBP2 HILPDA HNF4A HR HSF1 HSPB7 HTR1D IER3 IL1RN IL21R ING2 IST1 KCNJ5 KIFC3 KIRREL1 KLHL11 KRI1 LIPG LRP5 LTBR MAD1L1 MAFB MAP3K11 MAP4K2 MAPK13 MC5R MNS1 MOBP MORF4L1 MRPS24 MTERF4 MVD MVP MYF6 MYOZ1 NCAPH2 NELFB NETO1 NTM NUDT3 NXT1 OGFOD2 OLFM1 OPRD1 PADI1 PARP16 PDCD7 PEX11A PGAP6 PIK3C2G PIP4K2A PLBD1 PLCE1 PLEKHO2 PLS1 PNPLA6 POC5 POLDIP2 PRL PTPMT1 PYCARD PYCR2 RABEP2 RAD54L2 RAD9A RCE1 RDH16 RESP18 RGS17 RLN1 RPL19 RPL23A RPL35 RPP25L RSPRY1 RTN4R S1PR4 SAMSN1 SCG3 SCYL1 SENP3 SH3PXD2A SHROOM3 SLC11A2 SLC12A9 SLC35F6 SLC38A5 SLC41A1 SLC8A3 SMAD1 SMPD4 SOAT2 SPHK1 SPI1 SPIRE2 SREK1 SS18L2 STEAP1 STYXL1 SYNJ2 SYVN1 TAX1BP1 TBC1D10A TBX3 TCEA3 TCP11 THAP4 THPO THYN1 TMC2 TMEM144 TMEM14C TMEM53 TNFRSF19 TNIP2 TPO TSC22D4 TSGA13 TUBA3C TWF1 UBALD1 UBTD1 USP2 VAMP1 VAPA VASN VAV1 VRK3 WRAP53 ZNF410 ZNF707 ZNHIT2 GSE23308_WT_VS_MINERALCORTICOID_REC_KO_MACROPHAGE_CORTICOSTERONE_TREATED_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23308_WT_VS_MINERALCORTICOID_REC_KO_MACROPHAGE_CORTICOSTERONE_TREATED_DN ACTR1A ALG9 ALX3 AP2S1 APBA3 ARAP1 ARF6 ARMH4 ARPC5 ARVCF ATG3 BLOC1S3 BYSL C5orf24 CA8 CABP2 CAMKK2 CAPZA1 CASP4 CCDC115 CCL2 CCL4 CD38 CDC42SE1 CDS2 CHORDC1 CHRNA1 CIAO2B CLCN5 CLEC4A CNOT7 COMMD7 CPA2 CRHR2 CRK CSF3R DDIT4 DSCAM DUSP2 DYNLL1 EFNA5 ELAVL1 EMID1 EPRS1 ERO1A ETF1 ETV6 FAM32A FMR1 FOXK2 FOXN2 FPR1 GARS1 GDPD1 GLIPR2 GMFG GORASP2 GTF2A1 GTF2F1 GUCA2B HEATR6 HOXB2 HP HSPA5 IARS1 IDH3A IDNK IFNAR1 IGFBP5 IGFBP6 IKBKE IKZF4 IL1B IST1 ITGB1 JAG1 KCTD5 KHDC4 KICS2 KISS1R KRCC1 LCK LDLR LSM4 LYN MAPRE1 MARCKSL1 MC3R MED14 MED29 MEFV MMP13 MRPL45 MRPL52 MSN MT2A MTMR14 MTMR6 MYO1H NAB2 NCK1 NCOA5 NDEL1 NECAP2 NECTIN3 NEK6 NEUROG1 NOL12 NOP56 NUBP2 NUPR1 NXT1 ODF4 OPRL1 P2RY2 PAX3 PDK1 PDZD11 PEAR1 PGK1 PGK2 PGLYRP2 PGP PHGDH PHLDA1 PIN1 POFUT2 PRKG2 PROSER1 PRPF38B PRSS42P PSMD7 PSPC1 PYCARD RAB20 RAMP2 RAN RAP1GDS1 RBM22 RBPMS2 RIPK3 RLF RND3 RNF14 RNF149 RRAD RWDD4 SAMD4B SAV1 SEC11A SEC24B SECISBP2L SEMA3F SEPTIN11 SEPTIN7 SF1 SH3BP1 SIGLEC7 SLC16A1 SLC6A3 SMIM30 SNF8 SP2 SPIDR SPRED1 ST3GAL1 STAG1 STK17B STRN4 STX12 SUN1 SUPT6H TAC1 TANK TARS1 TLR6 TMEM116 TMEM119 TMEM63A TNFRSF9 TNIP2 TNNT2 TOX4 TPM3 TRA2B TRAPPC13 TRAPPC14 TRAPPC4 TRPS1 TSR1 TTC1 VAPA VSTM2A YARS1 ZBTB7B ZFAND3 ZNF292 ZNF639 ZNF654 ZNRF1 GSE23308_WT_VS_MINERALCORTICOID_REC_KO_MACROPHAGE_CORTICOSTERONE_TREATED_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23308_WT_VS_MINERALCORTICOID_REC_KO_MACROPHAGE_CORTICOSTERONE_TREATED_UP AAK1 ABHD17A ABHD8 ABL1 ACADM ADCY9 ALG5 ANKMY2 AP1S2 APBB2 APOBEC1 ARHGAP12 ARHGEF7 ARL8B ARMC10 ARMC7 ATMIN ATP5F1E ATP6V1A ATP6V1D BOLA1 BTBD2 C15orf39 C7orf25 CARM1 CD300C CD93 CD99L2 CDADC1 CENPO CERK CERS2 CHD1L CHMP6 CIB2 CLTC CNR2 COMT COQ8A CPSF3 CRAMP1 CTNS CTSD CYTIP DBNDD2 DCXR DECR1 DHRS1 DHRS7B DMAC2L DNAJC17 DNAJC28 DNAJC9 DNMT3B DYNLT1 EBAG9 EID1 EMILIN1 ERI3 ETAA1 ETFDH FAM120B FANCF FBXO25 FBXO8 FCHSD1 FECH FUNDC1 GALNS GANAB GBA2 GCDH GLMP GLO1 GNG2 GPSM3 GRB2 GSDME GTF2I GTF3A HAGH HSPBP1 IFT140 IFT81 IGFBP4 IL7R INPP1 IRF2BP1 ITCH IVNS1ABP JMJD1C KIAA1143 KIAA1522 KLF13 LACTB LAMP2 LAT2 LPIN1 LRRC40 LSM5 LTO1 MBD6 MBNL1 MCM7 MEF2C METTL13 MICAL1 MIS18A MPG MRM2 MRPL23 MXI1 MYG1 NAGK NCKIPSD NDUFA11 NDUFA3 NDUFV2 NTPCR NUDT3 NUDT6 OCEL1 ORC5 P2RY6 PCMTD2 PCYT1A PGAP6 PHKA2 PLIN3 POU6F1 PPM1D PREPL PRKAG1 PRKCI PTPA PURG R3HDM1 RASSF8 RECQL RELL1 RETREG1 RETREG2 RFC2 RMND5B RNF138 RNF167 RNPEPL1 RPA1 RPRD1B SARAF SBF2 SCAND1 SEC14L1 SIAE SLC19A2 SLC25A11 SLC25A39 SLC46A3 SMAD7 SNAP47 SNX21 SOX13 SPPL3 SRCAP ST6GAL1 ST6GALNAC4 STK17B TCTN3 TEX261 THAP7 THBS1 TIAM1 TIMM10B TMEM150B TMEM268 TOMM6 TP53INP1 TPGS1 TPTE TRPV2 TSG101 TSPAN14 TTC30A TTC5 UNC119 VPS11 WDFY1 YIPF3 ZCCHC8 ZDHHC12 ZFP36L2 ZFP90 ZNF219 ZNF24 ZNF282 ZNF362 ZNF395 ZNF566 ZSCAN26 GSE23308_WT_VS_MINERALCORTICOID_REC_KO_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23308_WT_VS_MINERALCORTICOID_REC_KO_MACROPHAGE_DN ABCB9 ABCC5 ACSL1 ACSL4 ACTR1A ACY3 ADORA2B ADPRH ADRM1 AIM2 AQP2 ASAH2 ASNS BIRC3 BLOC1S4 C19orf12 C3orf38 CA13 CARMIL1 CASP4 CAV1 CCDC71L CCL2 CCL22 CCL24 CCL4 CCNL2 CCT6A CD274 CD83 CEMIP2 CH25H CHUK CPA2 CRK CXCL10 DAXX DENR DHX15 DLD DLL3 DNAJA1 DUSP2 DYNC1H1 EBI3 EFS EIF2S2 ENTPD2 EPHA4 EPS15L1 ERBB2 ERN1 ETF1 FABP3 FAM32A FGR FOXD2 FOXQ1 FPR1 GARS1 GAS1 GBGT1 GBP7 GJA1 GNG12 GPR84 GPR85 GRAMD1A GSR GTF2F1 HCK HEATR6 HELZ2 HLA-DOA HOOK2 HOPX IER2 IFIH1 IKBKE IL17RD IL1B ILRUN ITGA4 JARID2 JDP2 JUNB KISS1R LDLR LIPG LYN MAFF MAGOHB MAPKAPK2 MECR MED1 MMD MMP13 MOB1A MORC3 MRPL39 MSC MSN MTDH MYO10 NEUROG1 NFE2L2 NFKBIL1 NFKBIZ NME6 NOTCH4 NRCAM NT5C3A NUDT13 OLR1 OPN1LW PARP9 PFKL PFKP PHGDH PHLDA1 PHLDB1 PHTF2 PIK3CG PIM1 PIM2 PLEKHO2 PPM1B PRSS44P PSMD14 PSRC1 PTBP1 PTGIR RAP1GDS1 RBPMS2 RCN1 RND3 RNF114 RNF14 RNF19B RNF4 RPS6KA4 SAP30 SCHIP1 SCT SEC24B SEZ6 SF1 SGMS1 SGO1 SHH SLC11A2 SLC13A1 SLC16A3 SLC23A3 SLC26A4 SLC30A6 SLC4A7 SLC6A3 SLC7A11 SLCO3A1 SMAD2 SNX18 SOD2 SP110 SPINT2 SPRED1 SRSF6 SSR3 STAU2 SURF4 SYK TFAP2A TFEC TLR6 TMCO6 TMEM128 TMEM135 TMEM68 TNFAIP3 TNFSF4 TOMM70 TPBG TPGS2 TRAF3IP2 TREH TRIM21 TSC22D1 TSHZ1 TTC1 TWIST2 TXK UBE2E2 UBE2N USB1 UTP3 VASP WDR1 XRN1 ZDHHC6 ZNFX1 GSE23308_WT_VS_MINERALCORTICOID_REC_KO_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23308_WT_VS_MINERALCORTICOID_REC_KO_MACROPHAGE_UP ABCB1 ABHD4 ACAA2 ACADM ACP1 ACTN4 ACTR8 ADRA1A ADSS2 AGBL5 AKR1B1 AKR1E2 ALDH2 ANXA4 AP3M2 ARHGAP17 ASB3 ASPH ASPSCR1 ATP13A2 BAG4 BPHL CALR CBX2 CD109 CD320 CDADC1 CDC6 CENPB CEP57L1 CEP89 CFAP20 CHD6 CHEK2 CNPPD1 COMMD1 COMT COPS2 CPNE1 CTDSP2 CTNNBIP1 CXorf38 CYB561D2 CYP2C8 D2HGDH DCTN2 DDHD2 DHRS3 DMAC2 DOP1B ELP3 EPB41 EPCAM ERLEC1 ETFDH EXOC4 FAHD1 FAM120A FAM53A FBXW4 FEZ2 FIG4 FOXO3 FRRS1 GALNS GBA2 GGA2 GID4 GLIPR1 GLRX2 GMNN GNAS H6PD HACD4 HERC4 IDH3B IL1R1 INPP4A INTS6L ITGAX ITPR3 IVNS1ABP KCNAB2 KDM2B KEAP1 KIAA0319L KIF13A KIFAP3 KIFC3 KLF9 KLHL22 LAT2 LIPA LRPAP1 MAD1L1 MAP6 MAPK3 MAST3 MBTD1 MEA1 MED25 MED30 MEPCE METTL27 METTL8 MIS18A MMAA MMP15 MNT MRPS36 MSRB2 MTA1 NAA20 NAGA NAGK NATD1 NAXE NCLN NCOA3 NCSTN NGLY1 NME3 NRDE2 OSGEP PCMTD2 PDE8A PDXK PEDS1 PGGHG POLR2A POLR2I PRKACB PRKAG1 PRPS1 PRRG2 PTTG1 QKI QPCT RAD50 RAP2A RASSF5 RBBP9 RBM15B RCAN3 RGL2 RGS1 RMND5B RNF123 RNF167 RNF187 RPA1 RPL7A RSPH9 SCNM1 SDHA SDHD SEPHS2 SERINC3 SIAE SIGMAR1 SLAIN2 SLC16A7 SLC25A20 SLC25A26 SLC25A39 SLC2A9 SLC40A1 SLC41A1 SMARCA2 SMPD5 SNHG6 SNTA1 SNX15 SPON1 SRPK2 SSBP3 STK38 TBC1D23 TCEAL9 TDP2 TFEB TLE1 TM6SF1 TM7SF3 TMCO6 TMEM129 TPCN1 TPGS1 TPGS2 TRPV2 TTC5 UBE4B UBR3 USP22 WDHD1 WDSUB1 ZFP36L2 ZFPM1 ZFX ZNF746 GSE23321_CD8_STEM_CELL_MEMORY_VS_CENTRAL_MEMORY_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23321_CD8_STEM_CELL_MEMORY_VS_CENTRAL_MEMORY_CD8_TCELL_DN ABHD14B ABHD15 ABHD3 ABRAXAS1 ACAT2 ACOT13 AHI1-DT AK3 AKT2 ALG10B ANKRD49 ANTXR2 APOLD1 ARPC3 ATP23 ATP6V1G1 ATRN C2orf74-DT C8orf44 CAMK1D CAPNS1 CARD19 CASP8 CCDC92 CD99L2 CDC14A CDK5RAP2 CDRT4 CHM CHST12 CISD2 CKMT2-AS1 CLEC2B COX15 CREBBP CRTC2 CRYZL1 CSK DCP1B DERA DFFB DHRS4-AS1 DIAPH1 DNASE1L1 DND1 DNTTIP1 EBP EFCAB14 EHMT2 ENTPD6 EPC2 EPG5 ERG28 ERLIN2 ETFRF1 FAS FBXL14 FXYD5 GANAB GGACT GLE1 GOPC GSR GTF3A GTF3C2 HADH HDDC3 HERC5 HIRIP3 HNRNPH2 HNRNPU IGSF8 IKBKB ILRUN IPP IRAG2 IRF9 KANSL3 KAT7 KLHL22 KPNA5 LCP2 LETMD1 LPGAT1 LRRC37A4P MAGED1 MAGED2 MAPKBP1 MARCHF2 MARF1 MAU2 MED20 MED22 MFNG MGAT1 MIA3 MOV10 MSRB1 MYBL1 MYO1G NAA16 NAA60 NBEAL2 NCALD NDE1 NOL4L NPAT NSUN5P2 NUP210 OSGEPL1 PARP10 PASK PCBP1 PCBP1-AS1 PCGF3 PHF20L1 PHTF1 PI4KB PINK1 PKP4 PLCD1 PLOD3 PML POLG2 PPP1R35 PPP2R5D PRKD2 PRXL2B PTOV1 PTPN4 R3HCC1L RAB2B RAB3GAP2 RAD9A RALA RANGRF RASAL3 RBL1 RBM6 RCN2 RNF34 SAC3D1 SAMD1 SCPEP1 SEL1L3 SELENOW SH3BGRL3 SH3BP5-AS1 SHC1 SIGIRR SLF1 SLTM SMC2 SMYD2 SORL1 SPG7 SPIDR SPIN4 SPSB2 SRPK2 TASOR TBCC TCFL5 THAP8 TMED10 TMEM107 TMEM181 TMEM38A TMX3 TPM4 TPR TRAM1 TRANK1 TRAPPC12 TRIM11 TSC1 TTC28-AS1 TXN2 TXNDC12 UBAC2 UVSSA VPS35L VPS41 VPS4B VPS51 WSB1 YAF2 ZBTB44 ZDHHC13 ZNF337 ZNF37BP ZNF407-AS1 ZNF512B ZNF780A ZNRF2 ZYG11B GSE23321_CD8_STEM_CELL_MEMORY_VS_CENTRAL_MEMORY_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23321_CD8_STEM_CELL_MEMORY_VS_CENTRAL_MEMORY_CD8_TCELL_UP AASS ACVR1C ADAMTS19 ADGRG6 ADORA3 AHSP ALX1 AMPH ANGEL2 ANKRD54 ANXA10 ARC ARHGAP36 ARHGEF33 ARPIN ATP6V0E2 BATF3 BEND6 BICDL2 BMPER C19orf33 C1orf210 C5orf22 C9orf152 CACNA1C CALHM5 CAMKV CAVIN1 CAVIN2 CBX2 CD3D CD72 CDH10 CDH8 CFAP300 CFAP52 CFAP91 CHODL CHRNB2 CLCA2 CLCF1 CLDN16 CLDN2 CMYA5 CNST COG1 COLEC10 CREBL2 CSMD1 CYP27A1 CYTH1 DEPDC1B DGKE DHX35 DLEU7 DMD DOCK3 EBF1 EEF2K EFEMP1 EYA1 FAM163A FBXO7 FNDC5 FXYD1 GABRA4 GABRE GADD45B GIT2 GJC3 GPR151 GPR83 GPRC5A GPRIN3 GRK1 GTSF1 HERPUD1 HLA-DOA HPS4 HPX HS6ST2 HTRA1 INSM1 INSRR INTS3 IRF4 IZUMO1 KCNH5 KCNK6 KCNS2 KCTD21 KLF17 KLHL29 KLRG2 LARGE1 LHX6 LIMK1 LRFN1 LRRC23 LUZP1 MAP9 MAPK8IP2 MCF2L MCM2 MEGF11 MEIOB MIF4GD MKRN1 MKRN2 MLLT1 MLXIPL MOB3A MTRFR MYOCD NAPSA NBL1 NDRG4 NFAT5 NMBR NR2F2 NRG3 NUDT17 OPN1LW OR52N4 P3H2 PANK4 PCDH18 PDCD1LG2 PGAP6 PGR PHKA1 PIK3R5 PKP3 PLAG1 PLEKHO1 PLEKHS1 PLPPR4 PMVK PPARGC1A PPP1R3A PQBP1 PRKCZ PRLR PRPF6 PRR16 RAB5B RAD51B RAD9A RHBDL2 RHBG RNF133 ROR2 RPP25 SCN2A SCN2B SCRN1 SEMA4A SERTM1 SGPP2 SH3RF2 SIX4 SLC22A14 SLC25A45 SLC25A53 SLC38A4 SLC5A6 SMTN SNX16 SOD3 SPRED3 SPZ1 ST8SIA2 STAP2 STAT5A STPG4 SULT4A1 SUN3 SUSD4 TBR1 TBX20 TCEAL1 TJP2 TM6SF2 TMEFF1 TMEM120B TMEM52B TMPRSS3 TNFAIP6 TSHZ3 TSPAN9 UBE2E2 UNC13C WNT11 WNT5B YARS1 YIF1B ZFP14 ZMAT2 ZNF496 ZNF616 GSE23321_CD8_STEM_CELL_MEMORY_VS_EFFECTOR_MEMORY_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23321_CD8_STEM_CELL_MEMORY_VS_EFFECTOR_MEMORY_CD8_TCELL_DN ABCD3 ACLY AFF1 ALDOA AP4S1 ARCN1 ARF6 ATP5F1A ATP5MJ ATP6V1G1 BCL2A1 BCL7B BCLAF1 BDKRB1 BICD2 CA2 CCL8 CCNA2 CD28 CD63 CDC37 CDH3 CDKN2D CEBPB CEP68 CHRNA6 COL14A1 COPB1 COX7B CYLC1 DDR2 DESI2 DLD DLG5 DPYSL2 DSTN DYNC1I2 DYNLT1 EIF2S2 ELP4 EML2 ERCC1 ERCC4 ESYT1 ETFA EXOSC8 FEM1C FKBP2 FLNA FNTA FOSL2 FRMD4B FURIN GARS1 GBE1 GNA13 GNA15 GNAI1 GNAI3 GNE GOT1 GPNMB GPR183 GRAMD1B GTF3C1 H1-10 HDAC4 HERC3 HTATSF1 IL10RA IL1R1 IL4R IMP4 IMPDH1 IRF4 ISCU IST1 ITGB1 ITPR3 JARID2 JTB JUNB KCNAB2 KHDRBS1 KIF11 KIF23 KLF6 KPNB1 LAPTM4A LPIN1 LRP5 LYPLA1 MAP3K14 MAP4 MAPK3 MAPK7 MDH1 MDN1 MEF2C MIA2 MICU2 MLF2 MRPL33 MSL1 MYH9 MYOF N4BP1 NDUFAF1 NSL1 NUP50 OARD1 P4HB PCF11 PDK3 PDS5B PDXK PEX3 PGRMC1 PHF3 PIEZO1 PJA2 PLD3 PLEK PLTP PRPS1 PRPSAP2 PRRC2C PSMD8 PSMG1 PTPN18 PTTG1IP R3HCC1L RAB14 RAB27A RAB33A RABEPK RAC1 RAN RAP1B RASGRP1 RBL2 RBM14 REXO5 RGS19 RNF11 RNF14 RRM2 RSRP1 RYBP S100A11 SATB1 SDCBP SF1 SF3A1 SLBP SLC25A14 SLC25A5 SLC39A14 SLC7A1 SLC7A5 SMARCB1 SNU13 SOCS1 SOD1 SPINT2 SRSF4 SSBP1 STK10 STK17B STXBP2 TAX1BP1 TBCA TCEA1 TDP2 TFDP1 TMEM59 TMF1 TNFAIP3 TOPBP1 TRIP13 TSPAN6 TUBA1A TUBGCP2 TUBGCP3 TUT4 UBA3 UBB UBE2D2 UBE2S UNC50 UPF3A UPP1 UQCRQ VAPA VDAC2 VDR YBX3 ZFP36 ZFR GSE23321_CD8_STEM_CELL_MEMORY_VS_EFFECTOR_MEMORY_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23321_CD8_STEM_CELL_MEMORY_VS_EFFECTOR_MEMORY_CD8_TCELL_UP ABCC1 ABCF1 ACADM ADAM21 ADAM3A ADCY2 ADO AFP AJAP1 AK4 ALDH9A1 ALG3 ANXA7 APBB3 ARHGEF9 ATOX1 ATP10D ATRX BAG2 BBC3 BCL2A1 BMP2 BRD3 BRD4 BRMS1 CACNB4 CAMKK2 CAPN7 CASP4 CCDC85B CD28 CD40 CD5 CDC25B CDC42EP2 CEP43 CGRRF1 CHST2 CHUK CLIC5 CLPTM1 CNKSR2 CNTN1 COL21A1 COL4A5 COX10 CPNE1 CPVL CST7 CTR9 DBN1 DNAH3 DOC2A EBP ELMO1 EPHX2 EPS8 EXOC3 EYA2 F8 FAM161A FANCI FARSA GAK GALNT1 GALR2 GHR GIGYF2 GNG12 GOSR2 GPR18 GPR50 GPR6 GRB2 GRK3 GTF2A1 GYG1 H2AC17 H3C11 H4C9 HAL HAUS3 HERC3 HSPA6 IFIT5 IFNGR1 IGHM IL10RA INTS3 IPO5 KAT5 KAT6B KATNA1 KBTBD2 KDM3B KIAA0753 KITLG KLF6 KLHL18 LARP4B LRRC32 LRRN3 LYST MAGEA4 MAL MAPK1 MAPRE3 MARCKS METTL3 MGRN1 MMP10 MOXD1 MPRIP MSL3 MSR1 MT1B MTF2 MX2 NAT9 NFATC2IP NFIL3 NPEPPS NRF1 NUDC NUP50 NUTF2 OARD1 ODF1 P2RX4 PDE8A PER2 PEX14 PEX3 PGD PIK3CD PLA2G15 PLAGL2 PLXNC1 POLE PPARA PPIA PPP3CA PROM1 PSMD13 PSMD7 PSMF1 PTPN12 PTPN7 PTPRM RAB32 RAB4A RBM14 RCE1 RNF13 RWDD2A S1PR2 SEC24A SELENOW SERPINB3 SHB SLC18A2 SLC35D1 SMNDC1 SNAP25 SNCA SNN SPA17 SPEN SRGN ST8SIA1 SUPT4H1 TADA2A TAF11 TBC1D1 TBL1X TCFL5 TM7SF2 TMEM97 TMF1 TOM1 TRAF4 TRRAP TTC22 TTC30A TUFM TULP2 TWIST1 TXNDC9 UFD1 UGCG UHRF2 UPF1 USP13 VPS13A ZNF202 ZNF423 ZNF428 ZNF92 ZRSR2P1 GSE23321_CD8_STEM_CELL_MEMORY_VS_NAIVE_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23321_CD8_STEM_CELL_MEMORY_VS_NAIVE_CD8_TCELL_DN ABCC5 ABHD14A ABR ABTB1 AIDA ALKBH6 ALKBH7 ANGEL2 AP1G2 ARL2 ASAH1 ASXL2 ATAD2 ATG2A ATMIN B3GALT4 B3GNT2 BCAS3 BTN3A1 BTN3A2 BTN3A3 CABIN1 CAP1 CBR4 CBX5 CCDC77 CCPG1 CCSER2 CD99L2 CDS2 CEP19 CEP192 CFAP70 CGGBP1 CHMP3 CHST12 CISD2 CNPPD1 CSK DECR1 DENND10 DENND1C DGLUCY DNAJB2 DNASE1L1 DUT DYNC1LI2 DYRK1A ECT2 EDEM2 EEIG1 ELMOD2 EPB41 ERMP1 FAM111A FAM8A1 FANCM FBXL17 FCSK GALNT3 GATD3 GMPR2 GNB5 GSDMB GTF2A1 HEATR5A HEATR5B HEBP2 HELQ HMGB2 HNRNPU HNRNPUL1 HSPA1L IDNK IFFO1 IFIH1 IFT74 INO80E IRAK4 IRF3 ITGA4 JADE2 KIAA2013 KIF11 KRBOX4 LAIR1 LBR LETMD1 LINC00324 LRIG2 LRP10 LYPLAL1 MAN1A2 MAN1B1 MAP4K2 MARCHF8 MAX MCUB MDM1 MED25 METTL15 MFSD1 MGAT4A MOAP1 MOB3A MON1B NCKAP1L NDC80 NF1 NMT2 NUDT16L1 OARD1 OAS1 OSTF1 PAN3 PAQR8 PASK PCNT PDCD4-AS1 PDE3B PDE4A PDE6D PGPEP1 PHKB PINK1 PPOX PPP1R21 PRIM1 PRMT2 PRORSD1P RABGAP1L RAC2 RALBP1 RBL1 RCOR3 RETREG3 RGS14 RNASEL RNF187 RNF214 RPRD1A RPS27L RPS6KA5 SAC3D1 SFR1 SIDT2 SLC25A25-AS1 SLC30A6 SLC38A6 SLF1 SNRPN SNX18 SP4 SPG11 SSH2 STUB1 SWI5 SYTL1 TACC3 TADA3 TAOK1 TAS2R14 TBC1D22A TET1 TGOLN2 THEMIS2 TMEM134 TMEM154 TMEM179B TMEM218 TMEM219 TMEM59 TMEM9B TNKS TNRC6B TPK1 TRAPPC12 TRIM38 TSNAX UBA7 UBAC1 UQCR10 UVSSA VPS11 VPS52 WAS XRN1 YIPF1 ZFAND2B ZFP62 ZFYVE26 ZFYVE28 ZNF217 ZNF33A ZSCAN16 ZZEF1 GSE23321_CD8_STEM_CELL_MEMORY_VS_NAIVE_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23321_CD8_STEM_CELL_MEMORY_VS_NAIVE_CD8_TCELL_UP ABCF3 ADNP2 AFG3L2 AGFG1 ALCAM ANKHD1 ARL8B ATL2 B4GALT2 BICDL1 C12orf29 C12orf43 C4BPB CACNA1A CAPRIN1 CCDC85A CCT6A CD226 CD81 CENPV CHMP4B CKS2 COX20 CSNK2A1 CTXN1 CXXC1P1 DDAH1 DDX19A DDX27 DESI2 DNM1L DNTTIP2 DPM1 DYNLT3 ECD EI24 EIF4A1 EIF4H ENO1 ENSG00000269210 ERICH1 EXTL2 FAM107B FAM210A FARSA FASTKD5 FCER2 FDX1 FLJ40288 FOXN3-AS1 FUT3 GCN1 GCNA GNL2 GPN2 GRIN2C HDAC2 HJV HMGB3P30 HMGCS1 HNRNPA1 HS6ST1 HSD17B12 HSPH1 IKBIP IL17RC IL4R IRAK2 ITPKA KCNC2 KDM5B KLF10 LAS1L LETM1 LINC02875 LMBR1 MAGOH-DT MAST2 MCAT MCOLN2 MED19 MED9 MFSD14A MIR23AHG MIX23 MLF1 MOCS3 MPLKIP MRAP MRPL20 MRPL32 MRPL37 MRPS7 MSMO1 MT1G MTHFD1L NAA25 NANP NCL NCS1 NDUFAB1 NDUFAF3 NFAT5 NFIL3 NFYA NOL10 NOL6 NOL7 NSMF NUFIP1 NUP160 ODR4 OGFOD1 OR7A5 PANX1 PAPPA2 PARL PDCD11 PDIA5 PELP1 PHACTR1 PHF6 PIGW PKIA POLR1A PPM1G PPP4R2 PRDX4 PRKDC PSMD2 PTPMT1 PYCR1 RAB30 RBM17 RBM8A RC3H1 RCC2 RCN1 RELB RGS16 RHOB RNPS1 RPIA RRS1 RTCB RUNX3 S1PR2 SCML2 SDAD1 SDHB SELENOS SELENOT SERPINB13 SETD9 SF3B5 SHC4 SLC17A5 SLC28A2 SLC35B1 SLX9 SNAPC1 SNHG1 SNHG15 SREBF1 SRSF10 STAT4 STRAP STX11 STX6 SUCO SURF4 TBX6 THOP1 THRB TIMM17A TMA16 TMEM208 TNFAIP3 TNFRSF1B TNPO2 TOMM34 TOP1MT TP73 TRMT6 TTLL4 UBE2E3 USP16 USP37 VPS37A VPS72 WDR33 YBX1 YIF1A ZBTB21 ZNF135 ZNF326 ZNF614 ZNF79 GSE23321_CENTRAL_MEMORY_VS_NAIVE_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23321_CENTRAL_MEMORY_VS_NAIVE_CD8_TCELL_DN AATK ABCA12 ABCA2 ACP3 ADAM12 ADCY2 AGFG2 ALPI ANGPT1 AP4E1 APOA4 ARHGAP22 ATP10D ATP2B3 ATP2C2 ATP6V1G2 BBIP1 BFSP2 BLK BRWD1 C15orf39 C2 CACNA1C CACNB2 CADPS CALB2 CCDC57 CCDC86 CCL2 CDK20 CDKL5 CFAP20 CHM CLPS COL15A1 COL4A5 COLGALT2 CPNE1 CPSF6 CPVL CRYGD CTRC CYBB CYP17A1 CYP2C18 CYP4F12 CYP7B1 DDX51 DLGAP4 DNAH17 DNAJB12 DNASE1L2 DPF1 DPF2 DSC3 DUX4L8 ELANE ELK3 EPHB3 ERICH1 EYA2 FABP3 FAM131B FAM149A FCGBP FOLR2 FST FZD2 FZR1 GAS6 GAST GDF5 GHR GJA1 GNG12 GNGT1 GNRHR GPR12 GPR162 GPR37L1 GPR50 GPRC5B GRAP GRM3 GYPB H1-4 HAO1 HEPH HIPK2 HOXD13 HR HRG HSD17B6 HSD3B2 IFIT5 IMPA2 IRF8 ITGB4 ITIH3 JAG1 KCNN1 KIFAP3 KL KLF12 KLK11 KLK13 KRT15 LCN1 LECT2 LORICRIN LOX LPL LRIG2 LY6E LY6G6C MAGI1 MALT1 MAPK11 MATN4 MCAT MGA MRAS MSR1 MYH10 MYH15 MYO7A MYO9B MYOD1 NAT2 NCF4 NECAB3 NECTIN1 NHP2 NKX2-5 NOP2 P2RX5 PACRG PICK1 PIK3CD PLA2G1B PLCB4 PLD2 PLEKHO2 PLLP PLPP3 PLXDC1 PLXNB3 PPM1F PPP3CA PPY PRKAR2A PSKH1 PTCH1 PTPRN RAB3A RBM17 REG3A RHOBTB2 RRH RWDD2A SAMM50 SCN2B SCNN1G SENP5 SF3A3 SKI SLC10A1 SLC46A3 SMPDL3A SPOCK2 SPRR2C STAT1 STMN2 SULT2B1 SWAP70 TAF13 TAT TEAD1 TFAP2B TMEM151B TMPRSS15 TNFRSF21 TNNI1 TRAK2 TRPC2 TRPM2 TRPV6 TXNRD2 TYMP VPS9D1 VSTM4 WSCD2 ZBTB22 ZNF132 ZNF202 ZNF536 ZNF821 GSE23321_CENTRAL_MEMORY_VS_NAIVE_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23321_CENTRAL_MEMORY_VS_NAIVE_CD8_TCELL_UP ABCA1 ABCD2 ABCG2 ABT1 ACP3 ADGRG3 ADHFE1 ADSL AGRN AK8 AMPD3 ANO6 ARAP3 ARFGEF1 ARHGAP17 ARHGAP25 ARSB ASB4 ASPRV1 ATP6V1E2 ATXN1 BBS2 BRD8 CA4 CAMP CCK CD177 CD38 CD44 CD53 CD84 CENPI CHAF1B CHI3L1 CKLF CKS2 CLEC1B COX7B2 CPLX1 CREG1 CSF1 CTDSPL CTSS CWC22 CXCL1 CXCL3 CXCR2 CYB5R4 DHPS DHRS7 DNAJB4 DNAJC5 DPP8 EGR1 ELL ENTPD1 EPX EVI2B FAM162A FAM20C FASTKD5 FGD3 FNIP2 FOS FOXJ1 FPR1 G6PD GAB1 GALNS GAMT GNA12 GNPAT GPAT3 GPATCH8 GSDME H3C4 HBEGF HCFC2 HIBCH HPF1 HPN HSD17B2 HSPA5 ICA1 ICMT IL1A IL1R2 INHBA IPCEF1 IRF7 ITGA2B ITGB3 JMJD6 KIF3A KLF10 LCN2 LRRC20 LTF LYL1 MAGI3 MALSU1 MAP3K5 MARCO MCTP2 MED13 METTL7A MGST1 MID1IP1 MIDEAS MIPEP MMP8 MMP9 MOCOS MRPL37 MSRA MTMR7 MTUS1 MUC4 NFE2 NFKBIZ NPRL2 NR4A1 NRF1 NT5E NUDT7 NUP133 OGFOD3 OSM PADI4 PCCB PDCD5 PDE2A PDE8B PDHB PDIA2 PECAM1 PELO PHF21A PHLDA1 PIGC PIGV PLAC8 PLK3 PLPP3 POLR3GL PPP1R21 PPP1R3B PRPS2 PTER PTGER2 PTGS2 PYCR1 RAB37 RALGPS2 RASGEF1B RASGRP2 RBBP9 RHBDF1 RSF1 RSPH3 RTEL1 S100A8 S100A9 SAMD8 SARAF SELL SERPINB2 SFXN5 SGK1 SIPA1L1 SLC2A3 SLC34A1 SLC39A4 SMC4 SNX24 SNX6 SPP1 STARD8 STK10 SVIL TASL TBC1D31 TCEA2 TIMP2 TIPARP TM7SF3 TMBIM6 TMED10 TMED3 TMEM120A TMEM237 TP53INP2 TVP23B TYROBP UPP1 VEZT WDR54 XPNPEP1 XRCC1 GSE23321_CENTRAL_VS_EFFECTOR_MEMORY_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23321_CENTRAL_VS_EFFECTOR_MEMORY_CD8_TCELL_DN AAAS ABHD8 ACADM ACYP1 ADAT2 ADH1C ADH5 AFP AKAP12 ANTXR2 ARFGAP2 ARID3B ARL4C ART4 BANF1 BBS2 BCAS2 BCL2L11 BICDL1 BLOC1S3 BPHL BRD7 CACNA2D2 CAP2 CCDC59 CCDC71 CCDC90B CCNDBP1 CD47 CDC16 CDC23 CEP20 CNBP CNR2 COA3 COA6 COA7 CPNE6 CRYBA2 CSTF1 CTSD CTSV CUTC CXCR6 DDRGK1 DDX10 DDX20 DENND6A DHCR24 DHX32 DIMT1 DLG1 E2F6 EHBP1 EHD3 EIF3E ELOVL7 EMC6 EMP1 ERBB2 ERCC1 F2R F8A1 FAM118A FAM234B FBLN1 FBXL14 FGD4 GADD45A GALNT4 GRIN2B HAL HDAC6 HLA-DOB HNRNPH1 HYPK IFT25 IFT81 IL5RA INMT IPO11 IRF4 IRF6 ITFG2 ITLN1 KANSL1L KDM3A KIF2A KRAS LMO4 LRRC23 MAP3K6 MAP4K3 MARCHF2 MARCHF7 MCOLN3 MDM1 MEF2A METTL9 MGST1 MITF MRPL10 MRPS2 MRRF MTERF2 MTIF2 MYLIP NDUFA10 NEDD4L NME4 NNT NTN4 NUMA1 NUP58 PAG1 PARP16 PGLYRP2 PHB1 PLA2G4F PLXNA3 POC5 POLG2 PPM1B PPP1R37 PRICKLE1 PRKD3 PRPF19 PRXL2A PSTK PSTPIP2 PTCD2 RAB24 RABEP2 RACK1 RAD54L2 RALA RMDN1 RNF187 RORA RPAP1 RPL11 RPL18 RPL36 RPL37 RPS4X RSPH6A SATB1 SDHAF4 SGK3 SLC27A4 SLC6A15 SLC7A6 SMIM12 SNX30 SNX5 SORD SP1 SPICE1 SPPL3 SPSB3 SPTSSA ST3GAL6 STARD4 STX2 STYX SURF4 TAF13 TCEAL8 TCTA THOC1 TIMMDC1 TKT TLE4 TMCO6 TMEM230 TMEM60 TMEM63B TMEM80 TMEM87A TRIT1 TRMT10A TRMT10B TSEN15 TTC30B TUBA4A UCHL3 UFD1 VIPR1 VPS39 WASF1 WDR46 WLS XPA XPC YWHAZ ZAN ZBTB22 ZC3H8 ZDHHC12 ZNF521 GSE23321_CENTRAL_VS_EFFECTOR_MEMORY_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23321_CENTRAL_VS_EFFECTOR_MEMORY_CD8_TCELL_UP ABCB1 ABCG1 ACAT2 ADI1 AHR ALS2 ANGPTL2 ANKRD33B ANO10 ANXA3 AOPEP ARHGEF12 ARSI AXL BCL3 BGN BTG3 C7orf25 CACNB1 CADM4 CASP1 CASP3 CASP4 CBX6 CCDC117 CCNG2 CCNT1 CD300LD CD81 CD83 CDC5L CDS2 CEBPA CFAP91 CPOX CST7 CTDSP2 CXCL16 CXCR5 CYFIP1 DLX3 DNAJB1 EDEM1 EDEM2 EHD2 EIF2AK2 ENDOD1 ESCO1 FANCC FEM1B FGD1 FHDC1 FLNB FOLR1 FOXC1 GCC1 GIMAP7 GNA12 GPM6B GRHL2 GRN HAUS3 HEY1 HGD HOXB4 HUNK IER5L IL10 ITGAE ITM2C JMJD6 KCNJ2 KCTD5 KDM5C KHDC1L KIAA0319L KIF13A KIF5B LAG3 LCLAT1 LDLRAD4 LHCGR LIMA1 LRBA LRRC49 LUC7L3 MAF MCUB METTL6 MGMT MMD MMP10 MPP2 MRPL3 MRPS6 MST1 MTF1 MTM1 MYO1C N4BP3 NAB2 NDUFA12 NEK6 NFATC1 NFIL3 NPC1 NPY2R NRP1 NUDT22 PAFAH1B2 PALLD PANX1 PASK PCDHA12 PEAR1 PKM PLEC PLEKHO2 PMVK POGLUT2 PPTC7 PROP1 PSMB8 PTGER2 PTMS PTPN11 PTPN9 RAB20 RAB43 RASA2 RBKS RBM38 REC8 RILPL2 RIPK2 RNF135 RNF19B RNF41 ROCK1 RPS6KC1 RSRP1 RWDD2B SAFB2 SCAF11 SCAF4 SDCBP2 SESN2 SESN3 SF3A1 SLC16A3 SLC22A23 SLC35B2 SLC38A2 SLC7A10 SLC7A3 SLFN12L SLPI SLX9 SMG6 SND1 SNX9 SOX18 SPSB1 SRC SRGN SSPOP ST8SIA4 SUSD2 SYNGR2 TBC1D14 TBL1XR1 TBX6 TBXA2R TENT5C TGIF2 TGM2 THBD TIMP2 TLNRD1 TLR4 TM9SF3 TMEM131 TMEM267 TMEM268 TMEM30B TMEM68 TNFRSF1B TNFSF9 TRAF1 TRH TRIP12 TRIP6 TSPAN7 TTC39C TTF1 TTN TUSC2 UBE2Z ZNF207 ZNF436 GSE23321_EFFECTOR_MEMORY_VS_NAIVE_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23321_EFFECTOR_MEMORY_VS_NAIVE_CD8_TCELL_DN ABCF1 ADPGK ADSS2 AMD1 APOC2 ARHGEF2 ARIH2 ARL5B ASPHD1 ATG101 B3GALT6 BATF3 BAZ1A BEND3 BICDL1 BRAF BRIX1 BTG2 BUD23 C1orf52 CAMTA1 CD83 CDKN3 CEBPZ CLCF1 COPRS CPD CRIM1 CSF1 CSNK2A1 DCAF13 DDX10 DDX31 DHX30 DNLZ DUSP12 EBNA1BP2 EIF3B EIF6 EMC6 EMC8 ETF1 EVI5 FEM1A FOS FOSL1 GEMIN5 GFOD2 GNPDA1 GPATCH4 GPN2 HIF1A HNRNPAB IARS1 ICAM1 IDI2 IFT57 IL12A IL19 IL23A IRF4 ITPRIPL2 KANSL2 KBTBD8 KPNA1 KPNA4 KRR1 KSR1 LMNA LRPPRC LRRC59 LTV1 MAFK MAGOH2P MAIP1 MAP3K8 MAPKAPK2 MIR17HG MIR21 MRPS30 MRPS35 MRPS7 MTERF3 NAA20 NAB2 NADK NDEL1 NDUFAF4 NFATC1 NFIL3 NFYA NIP7 NIPA1 NIPA2 NOC3L NUDCD1 NUP188 NUP54 NUP88 NXT1 OTUD4 OTUD7B PABPC4 PDCD2L PDP2 PGAM5 PHLPP2 PIGT PIM2 PISD PITPNB PITRM1 PITRM1-AS1 PKM PLAGL2 PLEKHA3 POLR2D POLR2K PPIF PPP1R15B PPP2R2A PPTC7 PSMD12 QSOX2 RAB21 RAB30-DT RAB8B RBM4 RBM8A RELB RGCC RHOG RIF1 RILPL2 RIOK1 RRN3 RRP12 RRP9 RRS1 RYBP SDCBP SDF4 SEL1L SELENOI SERPINB9 SLC19A2 SLC30A3 SLC3A2 SLC7A5 SLIRP SMOX SNHG3 SNORA21 SNORD104 SOCS4 SPAG1 SPRING1 SRR STAG3L4 STRIP2 STX11 TAF9 TCP1 TET3 TFRC TGS1 THUMPD2 TIMM44 TIMM8A TIPIN TMEM138 TMEM33 TMX2 TRA2B TRAF1 TRMT1 TRMT10C TRMT44 TSFM TTF2 TXLNA UAP1 UMPS URB2 USP12 UTP14A UTP20 VDAC2 VMP1 WDR3 ZBTB32 ZBTB39 ZC3H15 ZC3H8 ZDHHC16 ZNF267 ZNF614 GSE23321_EFFECTOR_MEMORY_VS_NAIVE_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23321_EFFECTOR_MEMORY_VS_NAIVE_CD8_TCELL_UP ADAMTSL2 AFDN AGT AGXT ALDH1A2 ANKS1A APOBEC3C APOD ARG2 ARHGEF11 ASCC2 ASIP ATF6 ATP2B1 ATP2B4 B4GALT6 BASP1 BDKRB1 BEAN1 BPY2 C2orf72 CAPN11 CBLIF CCHCR1 CCL5 CD84 CDIPT CDKL1 CDX2 CFAP410 CFH CFTR CHST3 CLCN7 CMKLR1 CSN1S1 CXCL1 CXCR3 CXCR6 CYLC1 CYP2C9 CYP2F1 DEFA4 DIXDC1 DNAH17 DOCK9 DOK1 EFNA3 EGR1 EN2 ENOX2 EPHA1 F7 FADS3 FAM30A FAP FARP2 FCGR3B FGF3 FLNA FOXA1 FOXK2 FURIN FZD7 GALNT2 GCNT1 GNAI3 GPR45 GPRC5B GRAMD1B GRIN2B GRM3 H4C2 HECW1 HMGA2 HMGXB3 HOXB13 HPCA HPS1 HSDL2 ICAM4 IFNA16 IL18RAP IRF6 ITGA4 ITGB8 KAZN KCNN3 KIF5A KLKB1 KRT13 KRT81 LAMA4 LEPR LEPROT LIFR LMNA LORICRIN LY6E MAG MCAM ME1 MELK MINK1 MIR9-1HG MMP13 MMP7 MOB4 MPDU1 MT1G MUC5AC MYL3 NCR1 NDRG2 NEB NEK3 NEU1 NFIA NGF NKG7 NNAT NOP14-AS1 NR5A2 PAX7 PDE12 PGR PIK3C2A PIR PLA2G4A PLA2G4C PLEK PLIN3 POLR1F POU6F1 PPIL2 PRAF2 PRDM2 PTENP1 PTPRH PTPRZ1 QKI RAB11FIP2 RAB40AL RAMP3 RASAL2 RBPJ RFPL3S RFXANK RGL1 RGS16 RGS5 RIMBP2 RNF14 RSC1A1 S100A1 SCHIP1 SCN9A SEMA3F SEPTIN10 SERPINI2 SHBG SKIL SLC10A3 SLC11A2 SLC16A5 SLC7A2 SMG5 SOCS1 SOCS3 SSPN ST7 STAB1 STAM2 STARD3 STON1 SV2A SV2B SYNJ2 TCTA TFE3 TNFSF12 TSPAN8 TSPOAP1 TYMP UCP3 ULK2 UPK2 VAT1 VDR VIPR1 WASL ZHX3 ZNF510 ZNF529 ZNF592 ZNF629 GSE23398_WT_VS_IL2_KO_CD4_TCELL_SCURFY_MOUSE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23398_WT_VS_IL2_KO_CD4_TCELL_SCURFY_MOUSE_DN ABCD2 ACADM ACBD6 AGO4 ALOX5AP ANKRD37 ANKRD44 ARHGAP15 ARHGEF6 ARL15 ARL4C ARL5B ATG101 ATP1B3 ATP2C1 BBS9 BSDC1 BTG1 C1orf21 CALCOCO1 CAMK1D CCDC117 CCL24 CCNG2 CCNI CCNY CD163 CDC73 CERT1 CHMP5 CIR1 CNOT2 COMMD10 COX4I1 COX7A2L CPVL CREB3L2 CRLS1 CST11 CTU1 CXCR4 DCXR DEDD2 DHCR24 DHX40 DIPK1A DNAJC24 DNAJC5 DPAGT1 DR1 DYNC1LI2 EEF2K EIF3H EIF3K EIF3M EMB ERGIC2 FAM107B FAM118B FAM151B FAR1 FARS2 FBXL20 FRAT2 FRY FUNDC1 FUT11 FXR1 FXYD2 GNA15 HECA HERC4 HERPUD1 HHEX HMGCR HNRNPM HNRNPUL1 HPGD HSP90B1 IFT140 IFT46 IL16 ING3 IQCB1 IVNS1ABP JMY KANSL2 KLF13 KLHL28 KLHL6 LAPTM4A LDAF1 LEPROTL1 LTC4S MAGED2 MAX MCTP1 METTL27 MIGA1 MMP8 MT1E MT2A MTMR6 N4BP2L1 NAT9 NCF1 NDUFB11 NSA2 NTAQ1 OAZ2 OSBP PAIP2 PCMTD2 PDCD4 PDCL PDIA3 PDIA6 PIAS2 PLEKHA1 PLEKHH1 POLD4 PRXL2C PSMB1 PTRH2 QKI RAB1A RAMP1 RAP1A RASAL3 RNASE4 RNF146 RP2 RPAIN RPL13A RPL34 RPL4 RPL7 RPLP0 RPS15A RPS3A RPS9 RSF1 RSPH9 RSU1 RTRAF RWDD2A SEMA4C SGSM3 SH3BGRL2 SLC30A5 SLC38A9 SLC49A4 SLC9A6 SMIM13 SNAP23 SNRPB2 SORD SSBP2 SSH2 ST8SIA4 STARD7 STAT4 STING1 STK24 STK38 STX2 SURF4 TBC1D24 TBCEL TBRG1 TCP11L2 TIFAB TMEM37 TNFAIP8L2 TOP2B TP53BP1 TRAM1 TRIM23 UBN1 UBXN2B UFD1 UFSP2 USF1 WAC WDR35 XBP1 YPEL2 YPEL3 ZBTB8A ZC3H6 ZC4H2 ZCCHC14 ZDHHC20 ZFAND6 ZMYM2 ZMYND8 ZNF12 ZNF292 ZNF597 ZNF644 GSE23398_WT_VS_IL2_KO_CD4_TCELL_SCURFY_MOUSE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23398_WT_VS_IL2_KO_CD4_TCELL_SCURFY_MOUSE_UP AARS1 ACER3 ADCY3 AGRN AHSA1 AIMP2 ALKBH3 ANKRD9 ANXA1 ANXA11 ANXA2 ANXA4 APOC3 ARMC7 ARPC2 ARPC5L ATF4 ATF5 AZIN1 B2M BASP1 BCAN BOLA3 BRCA2 BZW2 C11orf24 C1QC C1orf52 C3 CA9 CAMK2N2 CANT1 CAV3 CBX4 CCDC137 CCDC167 CCL5 CCND1 CD68 CD74 CD86 CDKN1C CEND1 CENPT CEP41 CFB CHCHD1 CHD1L CHST14 CKB CLCN7 CLIP3 CLUH CNKSR1 COQ2 COX10 COX5A COX6A2 CP CPQ CRLF2 CSE1L CST7 CTSB DCX DDIT3 DDX21 DDX24 DDX51 DGKB DIO2 DIXDC1 DMPK DNAJC15 DNAJC2 DNMT1 DONSON DUSP1 ECHDC2 EEFSEC ELL2 ENTPD6 ESRRG ESYT3 EVL EXOSC1 EXOSC8 F9 FAM111A FAM3C FAM83G FANCC FCRL1 GALNS GAR1 GASK1B GEMIN6 GJC1 GNAS GPR162 GSDME HBB HGH1 HLA-B HLA-C HLA-DQA1 HLA-DRB1 HLA-E HLA-G HSD17B12 IARS1 IFI44 IGF2BP2 IL18BP IL2RG INPP5B INTS2 IRAK1 IRF2BP1 JADE2 KAT2A KCTD8 KITLG KRI1 LENG1 LGALS3BP LMNB2 LONRF3 LOXL3 LRTM2 LYAR MAP4K3 MCM5 MESD METRNL MMP9 MOCS2 MRAP MTCP1 MTHFD2 NR1H3 NR2F2 NTAN1 NUDT18 NUDT19 NUP107 NUP205 ODC1 PAWR PCBD2 PCNA PDZD4 PITPNM1 PKP4 PLD3 POLD1 POLR2F POR PPA1 PPFIBP2 PPIA PPT2 PRRX2 PSMD14 PTH1R PTTG1 RAI1 RGS18 RHOU RPS6KA2 RSPO2 RTL3 SERF2 SERPINB9 SERTAD1 SFRP5 SFXN2 SLC11A2 SMC2 SMYD4 SPIC SPRY2 SYN1 TIPIN TMEM230 TMEM80 TMX2 TONSL TPRA1 TRIAP1 TRMT61A TSPAN3 TSR2 TTC39C UNC5B ZDHHC4 ZDHHC5 ZNF513 ZRANB3 GSE23502_BM_VS_COLON_TUMOR_HDC_KO_MYELOID_DERIVED_SUPPRESSOR_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23502_BM_VS_COLON_TUMOR_HDC_KO_MYELOID_DERIVED_SUPPRESSOR_CELL_DN ABHD12 ABR ACAA2 ACKR2 ACSS1 ACVR1B ADARB1 ANKH APLF APOBEC2 ARFGEF2 ARL16 ATG101 ATG16L2 ATM B3GNTL1 B4GALNT1 BAG4 BBS2 BCL10 BLOC1S1 BORCS7 BTG2 C1orf131 CARD11 CBFA2T3 CCND2 CCSER2 CD2 CDC42SE1 CFAP68 CFH CHCHD10 COA8 COBLL1 COMT CUEDC2 CXCL13 CXCL2 CYB5A DENND6B DFFA DGKE DGLUCY DHX40 DSTYK DYNLRB1 E2F2 ECM1 EHBP1 ENDOD1 ERP29 FAM20B GAS7 GIT1 GLUD1 GLUL GPI GPR132 GPR171 GPX1 GPX7 GTF3A HGSNAT HMBS HS6ST1 HSD11B1 HSPA4L IDE IER2 IFFO2 IL17RA IL6ST IP6K1 IQGAP2 IRF6 ITGA4 KLF3 KLF9 LDLR LMNA LONP1 LPCAT4 LPL LRRC45 LTB MADD MAP3K20 MAP7D1 MAPK11 MAPK14 MGMT MGRN1 MGST2 MOB3A MRPL58 MSL1 MTFMT MXD4 MYADM MYO7A NAT9 NCK2 NCOA7 NEDD4 NENF NFIX NINJ1 NR4A2 NUDT14 NUPR1 OMA1 PAFAH1B3 PAFAH2 PAQR4 PARD3B PARD6G PBXIP1 PDLIM1 PGAP1 PGM1 PGPEP1 PHLPP1 PI4K2B PIK3R1 PIK3R5 PIM2 PKP4 PLEKHA7 PLEKHO2 PMP22 PMVK POP7 PPCDC PPL PREPL PXDC1 RAB11FIP1 RAB32 RAP2A RAPGEF1 RBM33 RCN3 RELL1 RFC3 RFXANK RHBDF2 RHOG RRAD RTN4RL1 SAP30L SBNO2 SCARB2 SEL1L SELENOP SEPTIN9 SETX SFTPB SH3KBP1 SLC25A30 SLC2A6 SLC38A1 SLC41A1 SMPDL3A SPACA9 SPEN SPTBN1 STRN SWSAP1 SYNE2 TAF5 TAGLN2 TBC1D14 TBCB TCEANC2 TECR TGFB1 TIMM8B TIMP2 TMEM43 TNFRSF9 TPD52L2 TRAF3IP2 TRAF4 TRAM2 TRIM7 TTC4 TUSC1 UPF3B VEZT WHAMM YES1 YIPF1 ZC3H12D ZFP82 ZMAT3 ZNF189 ZNF282 ZNF692 ZSWIM8 GSE23502_BM_VS_COLON_TUMOR_HDC_KO_MYELOID_DERIVED_SUPPRESSOR_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23502_BM_VS_COLON_TUMOR_HDC_KO_MYELOID_DERIVED_SUPPRESSOR_CELL_UP ABCA6 ABCC10 ACTB ACTR3 ADAM28 ANG ARPP21 AVPR1A BAALC BECN1 BHLHE22 C11orf52 C11orf87 C1orf116 C4orf54 CA8 CALHM4 CCR5 CD28 CD53 CDH10 CDHR4 CENPP CEP112 CER1 CFAP251 CHRNA3 CHRNB3 CIDEA CLMN CLRN3 CNTN3 COL8A1 CPEB1 CRHR1 CRP CSMD1 CWF19L2 CYRIB DBX1 DCDC2 DDAH1 DDO DEFB106B DHX32 DMC1 DRAM2 DRGX DUOXA2 EDA EIF2S3 EXOC3L2 FAP FAT3 FBXL7 FBXO43 FGF14 FOXF1 FRMD5 FSTL5 GALNT3 GCNT3 GJD2 GLIPR1L1 GLRB GPAA1 GPR15 GPR162 GPR62 GPSM2 GRIA2 HAPLN1 HEBP1 HESX1 HIF1A HMGN3 HNF1B HOGA1 HORMAD2 HOXA2 HSF2 HTR5A IAPP IGKC IRS1 JCAD KCNC2 KCND2 KCNU1 KL KRT13 KRT4 KRT79 LAMP2 LDB3 LINGO3 LRCH2 LRRC19 LRRN3 MKRN3 MNX1 MORF4L1 MOXD1 MTTP MYH1 MYOCD MYOD1 NAALADL2 NEK11 NEO1 NLGN1 NTM NUDT11 NUFIP2 NUP155 OR10J5 PAQR5 PCDH15 PCDH8 PCED1A PDE7B PLA2G4D PLA2G6 PLPPR1 PPBP PPP1R42 PRELP PRKCG PRPF39 PRRG4 PRSS54 PSMF1 PTPN22 PYGO1 RAB4A RAPGEF6 RBM24 REC114 REG4 RHO RICTOR RIMBP3C RSPO3 SARM1 SCGB3A1 SCN1A SEC14L5 SEPTIN4 SERPINB5 SEZ6L2 SFMBT2 SH3GL3 SIM1 SLC15A5 SLC18A1 SLC24A2 SLC29A4 SLC2A2 SLC38A4 SLC6A3 SLIT2 SLITRK1 SLITRK4 SOX1 SPEN-AS1 SPOCK1 SPRR2A SPTA1 STARD9 STEAP2 SUCO SYP TAMALIN TANC2 TAS2R4 TCEAL8 TCFL5 TERB2 THBS2 TLE4 TMEM30B TMEM52B TMEM72 TPRG1 TRHDE TSPAN8 TSPYL5 TSSK4 TUBG2 UBR1 UNC79 UROC1 VANGL2 VAT1 VEGFC VWC2 ZFPM2 ZNF43 ZNF841 GSE23502_BM_VS_COLON_TUMOR_MYELOID_DERIVED_SUPPRESSOR_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23502_BM_VS_COLON_TUMOR_MYELOID_DERIVED_SUPPRESSOR_CELL_DN ACSF2 ADRB2 AKAP12 AKT3 ARID1A ARID1B ARMC9 ARPC5L ATAD5 ATP8A1 B3GNT5 BACH2 BCL11A BMF BMP2K BMT2 BRWD1 BTLA BUB1 BUB1B C15orf61 CADM1 CARD6 CBX3 CCDC14 CCDC77 CCDC88A CCNG2 CCNH CCNT2 CD1D CD200 CD72 CDC42EP3 CDCA2 CDK5R1 CDKN1B CELSR2 CENPK CHCHD10 CHTOP CLK4 CPSF6 CR2 DDX17 DDX25 DDX3Y DHFR DOCK10 DOCK11 DUSP2 DUSP6 DYRK2 DZIP3 ECT2 ELK3 EML4 ENTPD5 EVI2B FAM76B FBXL14 FBXO33 FCER2 FCHSD2 FCRL1 FH FLI1 FOXK1 FRMD4A FYN GAS2L3 GCNT1 GCSAM GPR155 GPR174 H2BC13 HAT1 HERC4 HHEX HLA-DOB HLA-G HMGB2 HPGD HPS3 ICOSLG IGLC7 IRF2BPL JCHAIN KDM5D KLHL42 KLHL6 KLRD1 KMO KRR1 LAPTM5 LAX1 LDLRAD3 LIMD2 LMO2 LPAR6 LRATD2 LRRK2 MAP7 MBD4 MDC1 MKI67 MND1 MORC3 MTF2 MYB MYL4 NCAPG NCK2 NEIL3 NLRC3 NR2C2 NXPE4 OGFRL1 PAG1 PCLAF PCP4 PDE4B PDS5B PKIB PROM1 PRPF4B PRR11 PTCD3 PTK2B PTPN6 PXDC1 RAPGEF4 RASGRP3 RBM39 RETREG1 RFC1 RFX5 RFX7 RGS2 RICTOR RNASE6 RNF145 RPRD1A RRAS2 RRM2 RSRP1 SELL SEMA4B SESN1 SHISA5 SLAMF7 SLC16A4 SLC4A7 SLF1 SMCHD1 SNHG8 SNX13 SORL1 SPIC SPRY2 SRSF1 ST8SIA4 STK26 TASOR TAX1BP1 TBC1D8 TEX9 TFDP2 TIAL1 TLK1 TLR1 TLR3 TM6SF1 TMEM108 TMEM131L TMF1 TMPO TNFRSF13C TNFRSF21 TNKS TOX TRAPPC8 TRIM21 TRIM59 TSPAN8 TXNIP UBLCP1 UGP2 ULBP1 VANGL2 VCAM1 VPREB3 XCL1 ZFC3H1 ZNF207 ZNF292 ZNF318 ZNF608 ZRANB2 ZUP1 GSE23502_BM_VS_COLON_TUMOR_MYELOID_DERIVED_SUPPRESSOR_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23502_BM_VS_COLON_TUMOR_MYELOID_DERIVED_SUPPRESSOR_CELL_UP ABHD17B ACBD4 ACTN1 ADGRL2 ADM AFDN AHNAK AHNAK2 AHR ALS2 ANKRD33B ANKS1B ARID5A ART3 ASPH B4GALT1 B4GALT6 BATF BCO2 CASP4 CCND2 CCR1 CCR5 CCR9 CD274 CD300LF CD69 CD86 CD9 CDH17 CDKN2D CHST7 CISH CLVS1 CMA1 CMC1 CPEB2 CPNE3 CRIP1 CSF2RB CTLA4 CXCL2 CXCL3 CYLD CYTIP DIRAS2 DMXL2 DUSP5 EGR2 EIF1 ELL2 EPCAM EPS8 FAH FAM241B FCGR2B FGL2 FHIP1A FLOT1 FOSL2 FXYD5 GAS7 GBP2 GBP7 GEM GIMAP4 GLS GNB3 GPR137B GPX7 H6PD HDC HEPACAM2 HHAT HIPK3 HK2 HS3ST2 ID2 IER3 IL10 IL5RA IL6ST INPP4A ITGA6 JMY JUN KCNC1 KDELR2 KRT222 LARP4 LGALS1 LIFR LINC01160 LIPA LITAF LSM12 MACIR MAN2A2 MAP4K5 MAPK6 MAPRE3 MCOLN2 MDFIC MGMT MGST1 MREG MYADM NACC2 NEUROD4 NFIL3 NID1 NIPA2 NPC2 NR3C2 OOSP2 OSM PARD3B PCMTD1 PDE8A PEPD PFKFB3 PHLPP1 PIM1 PIM2 PLAC8 PLEKHA1 PMEPA1 POU2AF2 PPL PPP1R16B PPP1R3G PRDM1 PRKAR2A PRKCA PRPS2 PRR5L PRRT1 PSENEN PSTPIP2 PTGER4 PTK2 RAB29 RAB31 RBM47 RCN3 RESF1 RNF13 RPL30 RRP1B S100A10 S100A6 SBNO2 SCAMP1 SEMA3B SERTAD2 SH3BGRL2 SH3RF1 SIRPA SLC17A9 SLC35F5 SLC38A2 SLC7A7 SORCS2 SOS1 SPCS3 SPTY2D1 STK24 STK3 STK38 STX11 STX7 SYPL1 TAGLN2 TBC1D9 TCF4 TENT5C TG TIPARP TMEFF1 TMEM106A TMEM176B TNFRSF1B TP53I13 TPD52 TPPP3 TRIB1 TRIM40 TRIO TTC33 TUB TWSG1 UBASH3B UPB1 VIM VWA5A YPEL2 ZBTB20 ZBTB32 ZEB2 ZNF281 GSE23502_WT_VS_HDC_KO_MYELOID_DERIVED_SUPPRESSOR_CELL_BM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23502_WT_VS_HDC_KO_MYELOID_DERIVED_SUPPRESSOR_CELL_BM_DN ABHD17B ACBD5 ACTN1 ADGRL2 ADK ADPGK AFDN AGO3 AGPAT4 AHR AKIRIN1 ALDH2 ANKRD33B ANXA2 APEX1 ARG2 ATF6 ATXN1 AUH AZIN1 B4GALT1 BCAP29 BCL3 BCO2 C5AR1 CA13 CAMK2D CASS4 CCDC28B CCR5 CD300LD CD38 CD5 CD68 CD80 CD9 CDH17 CELSR1 CHD1 CHRNB1 CHST11 CLEC4D CLEC4E CLTC CLVS1 COQ10B CRIP1 CSF1 CSF2RB CTLA4 CTSZ CXCL3 CYTIP DTX3L DUSP1 DUSP3 ECHDC3 EIF2S1 EIF2S2 EIF2S3 ELOC EMC7 EMILIN2 ERP44 FAH FCGR2A FCGR2B FCHO2 FGL2 FIG4 FLOT1 FLVCR1 FOSL2 FUCA2 FXYD5 G0S2 GAB2 GAS7 GBP2 GEM GNL3 GRINA HDC HIPK3 HMGN3 ID2 IL1B IL1R2 IL1RN IL6ST IRF9 JUN KRT222 LAMP2 LIFR LITAF LPXN MAN2A2 MCOLN2 MDH2 MMGT1 MRPL45 MTSS1 NABP1 NFIL3 NINL NIPA2 NLRP3 NOP58 NR3C2 NRP2 NUDCD2 OOSP2 OPA3 OTULIN PDCD1LG2 PDE8A PEPD PFKFB3 PGS1 PIK3IP1 PIM1 PLAC8 PLEKHA3 PON3 POU2AF1 PPA1 PRDM1 PRDX1 PRKCG PRPS1 PSMD14 PSTPIP2 PTGER4 PTGS2 PTPN1 PTPN12 PYGO1 RAB31 RAB6A RAP1A RASSF4 RBM47 RC3H2 RESF1 RILPL1 RILPL2 RIOX1 RIPK1 RNPS1 S100A10 SBNO2 SCAMP1 SH3GL3 SIRPA SLC31A1 SLC38A2 SLC41A1 SLFN12 SNAP23 SNX10 SOS1 SOX5 SPECC1 SSPN ST3GAL1 STIM2 STK38 STX7 SUB1 TAF4B TBC1D9 TCFL5 TENT5C TG TGM2 TIMM8A TIPARP TMED5 TMEM154 TMEM167A TMEM176B TNFAIP2 TPD52 TRIO TRIP11 TTC33 TUBB2A UBE2G1 UBXN7 VAMP7 VIM VKORC1L1 VMP1 VWA5A YAF2 YWHAQ ZC3H12D ZDHHC6 ZNF281 GSE23502_WT_VS_HDC_KO_MYELOID_DERIVED_SUPPRESSOR_CELL_BM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23502_WT_VS_HDC_KO_MYELOID_DERIVED_SUPPRESSOR_CELL_BM_UP ACAP1 ACSF2 ACSS1 ALCAM ANAPC4 ARID1A ARID1B ARID4A ARPC5L ARRDC3 ATAD2B ATOSA ATP8A1 ATRX BACH1 BCL10 BCOR BMP2K BPGM BRWD1 C2orf88 C5orf34 CADM1 CALHM6 CAMKMT CARD6 CBX3 CCDC107 CCNH CD200 CD40 CD52 CD84 CD93 CDKL3 CEP43 CEP68 CEP97 CHCHD10 CHD9 CNR2 COBLL1 CR2 CREBL2 CSNK1G3 CTSO DDIAS DDX25 DENND2D DOCK11 DSC3 DUSP6 DYRK2 EDARADD ELL3 EPB41L2 ETS1 F13A1 FCMR FCRL1 FFAR2 FH FKBP3 FLI1 FOXO3 FYCO1 GANC GCNT1 GGNBP2 GIMAP6 GLUL GM2A GPR174 GSN H2BC13 HEXB HLA-B HLA-DOA HLA-DOB HNRNPH3 HSD11B1 ICOSLG ID3 IDH2 IGLC7 IGLL1 IL16 ING1 INPP5F INSIG1 KLHL24 KMO LAIR1 LCOR LDLR LDLRAD3 LIMD2 LMO2 LPIN2 LRATD2 LTB LYNX1 MAP2K1 MAP7 MBD4 MEX3B MOB3A MSL1 MTCP1 MTMR4 MXD4 MYL4 NCK2 NDUFAF5 NEDD9 NLRC3 NOTCH2 NRXN1 PAG1 PAIP2 PAN3 PARP8 PDE7A PELI1 PEX11G PGAP1 PI4K2B PKP4 PLCXD2 POLG2 PRKACB PRKD2 PRPF4B PTTG1 PXK RAB32 RALGPS2 RASA2 RASGRP3 RELCH RFC1 RFX5 RGS10 RNF130 RRAS2 RREB1 RRM2B RSRP1 SCAI SDCCAG8 SEMA3D SEPTIN6 SFXN2 SKA2 SLAIN1 SLC12A6 SLC14A1 SLC25A37 SLC46A3 SLC4A7 SMC5 SMC6 SMCHD1 SORL1 SOX4 SRPK3 STAP1 STK10 STK26 TBC1D14 TERB1 TM6SF1 TMED8 TMEM108 TMEM131L TMEM209 TNFRSF13C TNFRSF21 TNPO1 TNS3 TOP2B TRAF5 TRIM7 TSGA13 TTK TUT4 UBLCP1 UPF3B VIRMA VPREB3 XCL1 XPO1 ZFC3H1 ZFP36L1 ZNF207 ZNF229 ZNF292 ZNF490 ZNF608 ZPBP2 GSE23502_WT_VS_HDC_KO_MYELOID_DERIVED_SUPPRESSOR_CELL_COLON_TUMOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23502_WT_VS_HDC_KO_MYELOID_DERIVED_SUPPRESSOR_CELL_COLON_TUMOR_DN ABCA6 ABCC9 ACKR3 ADAMTSL4 ADGRB3 AGL ANG ARHGAP20 ARPIN ARX ASB5 ATP1B4 AVPR1A BAZ2B BCL2L10 BCORL1 BFSP1 BMI1 BPIFC C12orf71 C2CD4C C5orf47 C6orf141 CALCRL CALN1 CCDC81 CD1D CD84 CDHR1 CHRNB4 CISH CKM CNTN3 COBLL1 COL5A2 COL8A2 CORO2B CR2 CRYAA CYP3A43 DBX1 DDO DDX6 DNAAF6 DOCK10 DPH5 DRAM2 DTWD2 DUSP6 EFHC2 EPHB1 ERCC4 ERCC6 ESRRB FAAH FGF10 FKBP14 FMR1NB FNIP1 FOXP1 FOXS1 FRMD5 FXYD6 GABRE GAREM2 GBGT1 GFPT2 GKN2 GLI2 GLRB GNG2 GPC5 GPR149 GRM4 H2BC18 HOMER2 HOXC8 HRH4 HROB HSD17B3 HSPB3 HTR2C HTR7 IAPP IFTAP IMMP2L IRX5 KCNJ12 KCNK13 KIAA1549L KRT13 KRT26 KRT35 KRT84 KRT86 KY LARGE2 LDLRAD3 LHX6 LIPN LRP1B LRRC74A MAGEL2 MAP6 MATN3 MDFIC MDM4 MGAT4C MICALL2 MISFA MMP2 MORC4 MOXD1 MPV17L MYO5B MYO5C MYOD1 NFASC NIM1K NKX2-5 NMUR1 NPL NPY5R NR1D2 NRG1 NTMT2 NXPH4 OLFM2 OLFM4 OLIG3 OVOL1 OXGR1 PADI3 PAPOLB PDCD4 PHOSPHO2 PLA2G6 PLAU PPP1R3G PRR15L PRR23A PRRT1 PSMA8 PTGDS PTGS1 PTK6 PTPRT RAG2 RALYL RAPGEFL1 RBM3 RCVRN RIMBP3C RNF130 RNF138 RTL3 RTN4RL2 SALL4 SCGB3A1 SCLT1 SLC10A2 SLC29A4 SLC2A2 SLC7A10 SNAI1 SNPH SOX13 SOX21 SP6 SRRM4 ST8SIA5 STARD6 STXBP6 STYK1 SUCO TBC1D9 TCF21 TERB1 TERT TEX33 TLCD3B TLR3 TMEM125 TMEM182 TMEM209 TMEM45A TMPRSS11F TOR1AIP1 TRIM29 TROAP TSPAN7 VAT1 VAX1 VIPR1 ZDHHC11 ZDHHC17 ZNF667 ZNF711 ZP1 GSE23502_WT_VS_HDC_KO_MYELOID_DERIVED_SUPPRESSOR_CELL_COLON_TUMOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23502_WT_VS_HDC_KO_MYELOID_DERIVED_SUPPRESSOR_CELL_COLON_TUMOR_UP ACP7 ADA ADGRE1 ADGRL2 ADK AICDA ANLN AP1M2 APOE ARHGAP19 ARHGEF10L ATP11A BASP1 BATF3 BCKDHA BIRC5 BST1 BUB1 BUB1B C1QB C3orf70 C5AR1 CAPN10 CCNA2 CCNB2 CDC14B CDC45 CDCA3 CDCA5 CDK1 CDKN2C CDKN3 CELSR2 CENPS CFP CHID1 CITED2 CKAP2L CKS1B CKS2 CLEC1B CLEC6A CLEC7A CLTB CPSF4L CRB3 CREG1 CSF3R CTDSPL CTSB CXorf49B CYP24A1 DHFR DLGAP5 DNAJC21 DUOX1 DUSP1 EAF2 ELMO3 EMILIN2 ERICH6 ETV5 FAH FAM181A FAM221A FAM72A FCGR2A FCGR3A FOSL2 FPR2 FSD2 FUOM FYB1 FZD4 GBP2 GBP6 GCSAM GDA GFRA2 GJB6 GLUL GNB4 GPT2 GTPBP3 HACD1 HELLS HELZ HMGB2 HMMR HNRNPUL2 HSPA2 IFIH1 IFIT3 IFITM2 IFITM3 IFT74 IGSF6 IL1B IL3RA IL7R INSL6 JKAMP KATNB1 KCNN4 KIFAP3 KLF10 KLF9 KNTC1 LDHA LIN54 LONP2 LTBP3 MAF MAN2B2 MCM6 MDH2 MGST1 MIER1 MKI67 MRC1 MTUS1 MYB NCK1 NEK6 NELFCD NUF2 P2RX7 PAIP2 PAQR9 PAWR PBK PCLAF PDK3 PHACTR2 PHGDH PILRA PILRB PLIN2 PLK3 PORCN PROSER2 PYROXD2 RAB32 RABEPK RACGAP1 RGS13 RGS2 ROM1 RRM2 S100A8 S100A9 S1PR2 SASH1 SEC24D SELENOP SHCBP1 SLC11A1 SLC40A1 SLFN12 SLPI SMPD3 SORD SPAG5 SPEN SPON1 SST ST7 STMN1 STS SYT12 TADA2A TAGLN2 TBC1D31 TCEANC2 TENT5C TFDP2 TGM2 TMEM176B TMEM214 TMEM38B TNFAIP2 TOP2A TOX TPMT TPX2 TRA2A TRIP13 TTLL11 TXN UBE2C UBE2S USP1 USP14 VCAM1 XCL1 XPO5 XRN1 YWHAH ZEB2 ZNF862 GSE23505_IL6_IL1_IL23_VS_IL6_IL1_TGFB_TREATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23505_IL6_IL1_IL23_VS_IL6_IL1_TGFB_TREATED_CD4_TCELL_DN ACAA2 ADAM17 ADAM22 AHCYL1 AIRN ALG5 ANKLE1 ANKRD11 ANXA7 APOBR ARID3B ARL5B ATAD5 AUNIP B3GAT3 BICD2 BRIP1 BRME1 BUB1 C1orf112 C2orf68 CA5B CACNB4 CARHSP1 CASP7 CCL4 CCND2 CCNE1 CCNF CCT6A CD99 CDC14B CDC34 CDC45 CDCA2 CDR2 CDV3 CENPJ CENPL CEP44 CHSY1 COPS3 CPOX CRELD2 CSE1L CSGALNACT2 CSNK2B CTNNBIP1 CYP2C18 CYTH4 DIAPH3 DLD DNAJB1 EIF2B5 EIF4E3 ELOF1 ENO1 ERCC6L ERI2 ETHE1 EXO1 FAM111A FAM185A FAXC FBXO30 FBXO31 GABARAPL2 GAREM2 GAS6 GLRX GNPTG GPR171 GRAMD2B GREB1L GTF2F2 GTSF1 H2AX HADH HAUS3 HDGF HNRNPAB HNRNPDL HSPA5 IL12RB2 IPO5 IRF8 ITGB3 KCNJ8 KIF20B KIF22 KNL1 KPNA2 KPNA3 LAMB3 LGALS1 LIN7A LMNB1 LSM11 LYAR LYSMD3 MED11 MED21 MLKL MMP12 MOSMO MPND MRPL18 MRPL27 MTDH MTMR2 MTMR9 MXD1 MYL6 NAALADL1 NCOA3 NDEL1 NDUFV2 NEUROG3 NIBAN1 NR5A2 NSMCE2 OTULIN P3H4 PACC1 PAK6 PDCD10 PDP1 PEF1 PGC PHF13 PI4K2B POLD3 PPM1G PPP1R12A PPP1R2P1 PSMD1 PSPH RAD21 RALA RARS1 RBBP8 RDX RHOF RIT2 RNF166 RORC RPS6KA5 RRAD RTF1 S100A14 S100A6 SAP30 SAPCD1 SCYL2 SELENOI SEPHS2 SEPTIN1 SERINC3 SGCB SIRT1 SLA2 SLC4A3 SLC52A3 SMARCC2 SMC5 SNRPC SNX9 SPAG5 SPATA6 SPC24 SPPL3 STIL STX12 SYT4 TAF12 TAFA3 TARS1 TFAP2E TICRR TKT TMCC3 TMF1 TNFRSF1B TNFSF10 TNFSF9 TPPP3 TRAPPC2 TRAPPC6B TRAPPC8 TSHZ1 TUBB3 UBE2L6 UMPS UXS1 WBP2 WEE1 YWHAH ZMIZ1 ZNF606 GSE23505_IL6_IL1_IL23_VS_IL6_IL1_TGFB_TREATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23505_IL6_IL1_IL23_VS_IL6_IL1_TGFB_TREATED_CD4_TCELL_UP ABCC9 ACTRT1 ACY1 ADAP2 AHSG AKR1D1 ALOX5AP ANKMY2 ANXA6 APLNR AQP1 ARFGAP3 ARL2 ARMC5 ARMCX4 ATF3 ATP13A1 ATP13A2 ATP8A1 ATXN7 AUTS2 B3GNT9 BCL11A BCL2 BIK BLTP2 BLVRB BUB3 BZW2 CALML4 CAMK2G CASP12 CCDC107 CCNC CCR5 CCT7 CD14 CD47 CD5 CKAP2 CLEC14A CLEC1B CLEC4F CLEC6A COL5A2 CSF3R CSK CXCL12 CXCR5 CYB5R1 CYGB DCN DCTPP1 DDAH2 DDRGK1 DHX58 DIAPH3 DNAAF4 DOK3 DUSP12 E2F5 EDN1 EHD4 EIF3K ERCC6L ERCC6L2 ERI3 ERP29 ETHE1 EXOSC2 FAM53C FANCA FCER2 FCGR2A FERMT3 FMNL1 GAA GABRP GALK1 GANC GDF10 GDPD5 GLRX GNPNAT1 GPSM3 H2AJ HMOX1 HOXA11-AS HPF1 ID3 IFIT2 IFIT3 IL33 IL7 ING1 ITIH3 ITIH4 KLHDC8A LCMT1 LHPP LTA LUM LYL1 MAIP1 MAN1B1 MAPK13 MED28 MELTF MGP MMP2 MMP3 MOB1A MRPL39 MRPL9 MRPS17 MTCH1 MTRES1 MX2 MYBBP1A MYD88 MYG1 NDUFA7 NDUFA9 NDUFB7 NELFB NGDN NOA1 NOTCH3 OAS2 OGFR OMA1 OTUB2 P2RY4 PBX3 PCDHB10 PDCD6IP PHAX PILRA POU2F1 POU2F2 PSMB1 PSMB10 PSPC1 RABL6 RAD23A RASGRF2 RCOR1 RGS5 RHAG RIPK3 RNASEK RNASEL RPGRIP1 RPL10 SAMM50 SFRP4 SFT2D1 SLAMF9 SLC16A6 SLC40A1 SLC47A1 SLCO2A1 SLFN13 SMCO4 SNRNP40 SNTB2 SNX18 SOCS1 SOCS3 SPOCK3 SPRYD4 SRD5A3 SUV39H2 SYNPR TAF12 TCOF1 TESC TIFA TMEM140 TMEM161A TMEM209 TMEM234 TNFSF13B TREX2 TRIM24 TSEN15 TSLP TSPAN9 TTC30A UBXN2B VCAN VTN WDFY3 WWP2 ZBP1 ZBTB33 ZBTB44 ZFYVE19 ZNF394 ZYX GSE23505_IL6_IL1_VS_IL6_IL1_IL23_TREATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23505_IL6_IL1_VS_IL6_IL1_IL23_TREATED_CD4_TCELL_DN ABHD16A ACER3 ADGRE5 ADGRL2 ADIPOR2 ADM AFF1 AFMID AGPAT5 AHCTF1 APOE ATP2B1 ATXN2 B4GALT5 BACH1 BDP1 BEND3 BIRC3 BNIPL BRWD1 BTG1 C21orf91 CAMKK1 CAMSAP1 CCDC115 CD274 CD74 CDC16 CDC42BPG CEBPZ CEP170B CLIC4 CNOT4 CNOT6L CRISP3 CSTB CUL4A CXCR5 CYRIA DCAF5 DDX50 DEGS1 DENND4A DHX33 DNAJB5 DNAJC16 DOCK10 DPP7 DUS4L DUSP10 DUSP3 EPB41L2 EPC1 ERO1B EXOC8 EXOSC1 FAM167A FBXO31 FOXJ3 FYN GARRE1 GCLC GIMAP4 GNL2 GNS GP5 GPR137B GRAMD2B GRIPAP1 GTDC1 HLA-DOB HNRNPR IFRD1 IL17RA IRF2BP2 IRF4 IRF8 ITPRIP JCAD KMT5A KPNA6 LCORL LDLRAD3 LGALSL LIMK2 LTB M6PR MAFK MAP3K8 MAPK8 MAT2A MAU2 MED15 MED7 MFSD1 MINDY2 MLXIP MNT MREG MSANTD2 MYBPC2 MYO1E MZT1 NAB1 NBEAL1 NFATC1 NR1D2 NSD3 NT5C3A NT5DC3 OPA3 OSBPL8 PALS2 PDCD1LG2 PDE7A PDE7B PDZD8 PIK3IP1 PIP4P1 PLGRKT PLK3 PNPLA7 POLR3F POU2AF1 PURA RBBP8 RBM34 RBM47 RERE REST RETREG1 REV3L RIPK2 RRAGC RRH RYBP S1PR1 S1PR3 SATB1 SCPEP1 SERPINB1 SFN SH3BP5 SHQ1 SIDT2 SLC17A5 SLC1A5 SLC20A1 SLC25A25 SLC35B3 SLC39A6 SLC44A2 SLC66A2 SLC7A1 SLC7A5 SLC9A8 SPP1 SRF SRSF11 SSPN STAMBPL1 STAR STK40 SUN2 TAF1A TAOK1 TBCEL TCF12 TEC TECPR1 TEF TF TMED5 TNFAIP2 TNFRSF12A TNFRSF21 TOM1 TPD52 TRIM3 TRMT6 TSC22D1 TUFT1 TULP4 TXNDC16 TXNRD3 UBL3 UBP1 VEGFA VPREB3 WTAP ZBED5 ZBTB10 ZBTB2 ZBTB20 ZFAND2A ZHX2 ZNF622 ZNF655 ZNF841 ZNHIT6 GSE23505_IL6_IL1_VS_IL6_IL1_IL23_TREATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23505_IL6_IL1_VS_IL6_IL1_IL23_TREATED_CD4_TCELL_UP ACSM3 ACYP2 ADAM2 ADAM8 ADAMTS18 AGPAT4 AHNAK AJUBA ANAPC11 ANAPC2 ANXA8 ASPM ATP8B4 AUNIP BABAM2 BANF2 BCL6B BMAL1 BMPR2 BORCS7 BPNT2 BRIX1 BYSL C1orf112 CAPN2 CASP12 CASP7 CCHCR1 CCNB2 CD200R1L CD86 CDC45 CDKN1A CELF5 CENPE CENPH CEP55 CEP76 CIB2 CLCN5 CMKLR1 COX7A2 CPSF2 CRIP1 CSF2 CSRP2 CTC1 DARS2 DCP1B DDIAS DIAPH3 DLGAP5 DNAAF4 DNAJB11 E2F7 E2F8 EIF4A3 EMD EML3 EMP3 ERGIC2 ERI1 ERRFI1 EVX1 EXOSC9 FABP5 FAM13C FAM161A FANCB FBXO30 FGL2 FHL2 FOSL2 FUT11 G0S2 GAB3 H2BC18 HDAC1 HPS6 HS3ST3B1 HSPA4L IL12RB1 INPP5E ITGAE ITGB3 KIF14 KIF23 KIF2C KLRC1 KRT28 L1CAM LRP8 LRRC31 LRRC40 LRRC59 LRRC75B LYAR MAGI3 MAN1C1 MAP7D1 MARS1 MATN2 MIS12 MT2A MTM1 MTMR1 MYADM NASP NDC80 NEK2 NEURL1B NFIC NKPD1 NME2 NRM NSL1 NSMCE2 NTF3 NUCB1 NUDT4 NUP205 NUP85 OGFRL1 OIP5 OSBPL3 P2RX1 PADI2 PAK4 PAK6 PALB2 PALD1 PARK7 PASK PICALM PIK3AP1 PITPNB PLXDC1 PMF1 PPM1J PPP1R2P1 PRKAG1 PRKAG2 PRPH PTEN PXYLP1 RACGAP1 RAD18 RAD54L RAP1GAP2 RASL11B RBL2 RCN1 REPS1 RFTN1 RFWD3 RHOA RMDN2 ROM1 RTN4RL1 SAR1A SARS1 SEMA4A SEPTIN11 SEPTIN8 SHMT1 SLC12A5 SLC6A19 SNRPA1 SPATS2 SPC24 SPINT4 SSC4D STYK1 SUV39H2 TAX1BP3 TBC1D31 TEDC1 TMA7 TMEM208 TMEM225 TMTC4 TNKS1BP1 TPPP3 TRAIP TSPAN1 TTK TTL TUBA4A TYMS USP1 WASF3 WDHD1 WDR37 WDR38 WNT5A XKR5 YWHAB ZC3HAV1L ZNF652 ZRANB3 GSE23505_IL6_IL1_VS_IL6_IL1_TGFB_TREATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23505_IL6_IL1_VS_IL6_IL1_TGFB_TREATED_CD4_TCELL_DN ABCD3 ABHD12 ACOT13 ACP6 ACYP1 ADAM19 ADCY7 AHCY AHRR AIMP1 ALAD ALDH6A1 ALG6 ANAPC1 ANAPC4 ANKRD54 ANTKMT APPL2 ARHGEF6 ATAD5 ATP5MC1 ATP5MF AURKAIP1 BPHL BRIP1 C12orf57 CACNA1C CBR4 CCDC93 CCND3 CCNG1 CD81 CDC7 CDK2AP1 CDK2AP2 CENPH CENPO CENPU CEP57L1 CETN2 CHEK1 CHMP2A CLCC1 CNDP2 CNRIP1 CNST COX15 CPT2 CSRP2 CSTPP1 CTSH DCXR DERA DGCR6 DLGAP5 DNAJB1 DNAJC19 DNAJC9 DNPH1 DPY30 DXO DYNLL1 DYNLRB1 ECI2 EEF1AKMT2 EIF2AK2 ENDOU ENTPD7 ERMP1 ERP44 ETFDH EVL EXOC4 EXOC7 FAF1 FAM111A FAM193B FAS FBXL20 FMC1 FRMD8 FUNDC1 GDPGP1 GPI GPX1 GTF3C6 H2AJ HAUS5 HDAC6 HMG20A HOMER1 HSDL2 HSPA8 IKBKE IL27RA ILVBL ITFG1 KIFBP LAMTOR3 LAMTOR4 LSP1 LYPLA2 LYRM2 MAD2L1BP MARS1 MCCC1 MDH2 METTL26 MMS22L MMUT MRE11 MRPL34 MRPL58 MRPS14 MTCP1 MXD4 NAA38 NCBP2AS2 NDUFA7 NDUFAF3 NDUFB2 NDUFC2 NDUFS5 NDUFV1 NEK1 NIPSNAP1 NMRAL1 NMT1 NOP10 NQO1 NSMCE1 NUDT1 NUDT2 ORC1 PAGR1 PARK7 PCCB PDCD4 PDSS2 PHF14 PHYH PMM1 POGLUT2 POLE POLR2I POLR2J PPIB PRDX5 PRPF6 PRXL2B PSMC2 PSMD6 PSME2 PTDSS2 PTOV1 PTRH2 PXN PYCR2 RGL1 RNF181 RPS26 RPS27L S100A1 SELENOH SEMA6D SERHL2 SH3BGRL SIRT5 SLC28A2 SLC2A6 SLC6A12 SLIRP SMARCAL1 SMIM19 SNHG32 SSRP1 STAT5A STIL SURF1 TCF4 TIMM17B TK1 TMEM106C TMEM14A TMEM14C TMEM160 TMEM256 TRIM34 TUBA1B TUBB6 USP45 VKORC1 VPS29 VPS8 WASHC3 WDR6 YIPF1 ZNF124 ZNF623 ZNF771 GSE23505_IL6_IL1_VS_IL6_IL1_TGFB_TREATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23505_IL6_IL1_VS_IL6_IL1_TGFB_TREATED_CD4_TCELL_UP ADAMTS6 ADIPOR1 AGL AKAP8L ALDOC ALKBH1 ALKBH6 ANKRD12 ARRDC2 ARSJ ASF1A ATOH7 ATP6V0D1 BACE2 BAHD1 BCKDHB BRI3BP C19orf33 C3orf70 C8orf82 CABLES2 CCDC126 CD22 CD81 CDK10 CDK5R1 CEP68 CERS6 CFAP157 CFAP418 CKB CNOT2 CRTAM CRTC3 CRX CST7 DAP3 DBP DCAF11 DECR1 DHX34 DHX57 DIABLO DMAC2 DNAJB5 DRGX DYNC2I2 EARS2 EEF2K EIF4G3 FAM118A FAM219B FAM222B FASN FBH1 FBXO6 FSD2 FYTTD1 GCSH GNG3 GNL2 GPI GPR183 GPT2 GSDMD GZF1 HEXA HMGN3 HNRNPA1 HPN HUWE1 IDUA IL4R INO80 ISCA2 IZUMO4 JARID2 KHDC3L KLHL6 KRT16 KRTAP21-1 LCLAT1 LIPA LRRC14 LRRC71 MAVS MCEE MED15 MFHAS1 MGAT5 MIA2 MIA3 MIGA1 MRGPRE MRPL24 MRPL52 MSI1 MSL1 MTERF3 MTLN MYCBP2 NBEAL1 NEK4 NF1 NFKBIE NHLRC1 NLK NT5DC1 ORC4 OXCT1 OXSR1 P3H1 PCDH12 PDE6D PDRG1 PDZK1IP1 PECR PEX1 PFKM PHLDB1 PIK3CD PIP5K1A PLA2G5 PLCG1 PLOD2 POGZ POU6F1 PRDM5 PRKDC PRXL2B PTRH1 QPCTL RAB20 RALGPS1 RARS2 RASGRP1 RASGRP4 RGP1 RHBDF1 RNF167 RPS10 RSU1 S1PR2 SAA4 SASH3 SDHAF1 SETD4 SFMBT2 SH3BP5 SH3RF1 SHB SIPA1L1 SIRT4 SLC16A5 SLC26A11 SLC39A4 SLC5A2 SPNS1 SRSF11 SSBP2 STRA8 STX6 SUCLG1 SUGP1 SUPT7L TBC1D32 TBC1D9B TEX33 TGFBRAP1 TMEM120B TMEM131 TMEM141 TMEM8B TNFRSF14 TNFSF8 TNS1 TOMM34 TRIR TRPC5 TRPM1 TSPAN13 TUBB2A TUSC2 UBA7 UBE2E1 USP34 UTP18 WDR43 WDR77 XRCC5 ZBTB20 ZC3H12D ZDHHC20 ZFP36 ZNF444 ZNF446 ZNF467 ZNF516 ZNF546 ZNF710 GSE23505_UNTREATED_VS_4DAY_IL6_IL1_IL23_TREATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23505_UNTREATED_VS_4DAY_IL6_IL1_IL23_TREATED_CD4_TCELL_DN ABLIM1 ACP6 ADGRE1 AGMO AKAP13 ALDH1B1 ARAP2 ARHGAP45 ARPC5L ASAP1 ASCC1 ATOSB ATP2A3 B3GNT7 BANK1 BASP1 BCAR3 BCL2 BCL6 BEND5 BSPRY C12orf57 C19orf12 C8orf58 CABLES1 CALHM6 CARD6 CASP6 CCDC88C CCNG2 CCR10 CCR5 CCRL2 CD2 CD22 CD28 CD36 CD38 CD40 CD48 CD74 CD93 CEP350 CNR2 CNST COMMD3 CORO2A CR2 CRIP1 CTSH CWC15 CYP4F3 CYTH1 CYTIP DAP3 DELE1 DEPDC7 DNAH12 EBI3 ENDOU ERICH2 ETHE1 ETS2 FAM20C FAS FCER2 FCMR FERMT3 GALNS GALNT12 GAP43 GATA6 GCNT1 GIMAP1 GPR18 GPSM3 GRB2 GSN GSTO2 GYS1 HAAO HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DQA1 HLA-DRB1 HLA-E HOPX HORMAD1 HPS3 HR IAH1 ICOSLG ID1 IFFO1 IFI27 INKA1 INSYN1 INVS JAK1 KCNQ3 KIF21B KLHDC1 KLHL14 KLHL6 KLRD1 KMO LEPROT LMO2 LMO7 LPAR6 LRRK2 LTB LY6E MAN1A1 MAP3K10 MAPK14 MBNL1 MIA MKRN1 MPP1 MREG NAXE NBR1 NEDD4L NIPAL3 NKAIN1 NOP53 NRTN OAZ2 ORC5 P2RY10 PCDHB4 PDIA5 PGM1 PHF1 PLEKHM1 PLPP1 PPDPF PPP3CC PREX1 PRRT3 PTPN6 PTPRE RAD51B RALGPS2 RAP1GDS1 RAPGEF3 RGL1 RGS2 RINL RMND1 RTN4R S1PR1 S1PR3 SDHAF4 SEC22C SEMA4B SEPTIN9 SERPINI1 SESN1 SESN3 SIRT7 SLC25A19 SLC26A11 SLC46A1 SLC46A3 SLC6A13 SLC6A7 SLTM SMPD3 SORBS1 SPATA13 SPINDOC STOX1 SUSD3 SYT11 TEC TGFB3 THNSL1 THTPA TK2 TLE5 TNFAIP8L2 TNFRSF13B TNNI2 TRAP1 TREML2 TRIM14 TRIM59 TRIM7 UNC13D VPS37B VTN WDR41 WHAMM ZMAT3 ZNF449 GSE23505_UNTREATED_VS_4DAY_IL6_IL1_IL23_TREATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23505_UNTREATED_VS_4DAY_IL6_IL1_IL23_TREATED_CD4_TCELL_UP AATF ALG11 APOBEC2 ARHGAP15 ARHGAP17 ATP6V0D1 ATXN1L AZI2 AZIN1 BAG5 BANK1 BFAR BIRC3 BRAF BTG1 C15orf48 CACFD1 CAMK1D CAPN5 CASP6 CBFB CCNL1 CCNT1 CCRL2 CD164 CD40 CD74 CD82 CDC37L1 CDC42BPG CDYL2 CHD3 CHST7 CIITA CIPC CLINT1 CLUH CMTM7 CNR2 CPEB4 CRISP3 CSNK1G3 CTPS1 CXCL10 CYTH1 DDIT3 DNASE1L3 DTNB DTX1 EARS2 EDARADD EIF2AK3 EIF4E3 EIF5 EPC1 ERO1A ERRFI1 EXOC5 EZR FAM120AOS FAM167A FAM168B FAM185A FCHSD2 FEM1C FGL2 FLCN FNBP1 FOXN2 FYN GAPVD1 GARRE1 GIMAP6 GLCCI1 GMFG GNAQ GNL2 GPAT3 GPR137B GPR183 GSTT2 GTPBP4 HLA-B HLA-DOA HLA-G HYCC1 IFNAR2 IFRD1 IGF2R ILDR1 ILF3 IRF2BP2 IRS2 KCTD18 KDSR LARP4B LITAF LTB LYSMD3 M6PR MAFK MAP3K8 MAP4K3 MAPK7 MARCHF3 MAT2A MAU2 METTL2B MIDEAS MINDY2 MIPOL1 MTPAP MYBPC2 MYO1E MYSM1 MZT1 NCOA4 NEDD4L NFATC1 NFE2L2 NINJ1 NR1D2 NT5C3A NT5DC3 NUPR1 NUS1 OPTN OSGIN2 PANK4 PDCD1LG2 PDE2A PDS5A PEA15 PLGRKT PLPBP POLR3D POU2AF1 PPP1R3C PRKAA1 PRKAR1A PSD3 PTDSS1 PTPN23 PURA QTRT2 RANBP2 RBBP8 RBM34 RBM48 RELL1 RFTN1 RIPK2 RLF RNF2 RNF216 RPRD2 RTN3 RYBP SCO1 SERP1 SFSWAP SFT2D1 SGK1 SH2D5 SLC26A11 SNX4 ST6GALNAC4 STAMBPL1 STAP1 STK17B STK40 SYTL3 TANK TBC1D12 TBC1D25 TCF12 THRA TIMM9 TK2 TMEM222 TMEM88 TOM1 TP53INP1 TRIM44 TUG1 UCKL1 USP16 VEZF1 VPREB3 VPS16 WASHC4 WHAMM WIPF1 WNK1 XPC ZFAND2A ZNF18 ZNF622 ZNF841 ZSCAN26 GSE23505_UNTREATED_VS_4DAY_IL6_IL1_TGFB_TREATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23505_UNTREATED_VS_4DAY_IL6_IL1_TGFB_TREATED_CD4_TCELL_DN ABCC4 ABCC5 ACAT1 ACBD4 ACOX1 ACP2 ACSL3 ACTG2 ADAMTS6 ADAMTS8 ADIPOR2 AGBL5 AGPAT5 AKR7A2 ALKBH4 ANGPTL8 ANKRD54 ANKZF1 ARHGAP45 ARID4A ASH1L B3GNT2 BAG3 BAG4 BCKDHA BMI1 BPHL BTRC C11orf68 C11orf71 CAMK2D CASP6 CBR1 CCDC117 CCDC62 CCPG1 CDK5R1 CDKAL1 CEP19 CERS6 CFAP410 CFAP418 CHMP1A CNOT6L CNP COQ8B CSTB CUL4A CXCL10 CYB5A CYB5D2 DAG1 DBP DDX42 DHX34 DMWD DNAJA3 DPP4 DYNLT3 EARS2 ECI2 EGR3 EIF4B EME2 ESAM EXOSC5 EZH1 FAM120B FAM98C FGF13 FHIP1A FIBP GLG1 GNL1 GPATCH4 GTF2H3 HAGHL HIF1A HMG20A IKBIP IL27RA INPP5K IPO8 ISCU JARID2 KDSR KIF5C LACTB LDHB LRP6 LSM14B MAML1 MANBA MAP1B MAP2K5 MBOAT7 METTL27 MFSD4A MIB1 MIGA1 MMP11 MOV10 MSI2 MTFMT MYCBP2 NDST2 NFKBIE NINJ1 NISCH NLK NLRP6 NOXO1 NUDT12 NUMA1 OAS1 OPA1 PACRGL PAM PCDHB12 PDE6D PER1 PGPEP1 PHF23 PIGX PIGY PLEKHA8 POLR1C PRXL2B QSOX2 QTRT1 RAB11B RABL3 RASGRP1 RCL1 RFESD RMND1 RNF128 RNF139 RNF149 RNF19A RNF41 ROMO1 RPL13 RPS25 RSAD2 RYK SDHAF1 SERINC5 SESTD1 SH3RF1 SLC14A1 SMAD4 SNHG8 SOX4 SREK1 ST3GAL1 STK26 STK4 STK40 SUFU SYT11 TARS2 TBC1D32 TCF12 TEF TGIF1 TGIF2 TIRAP TLCD1 TMEM191C TMEM200A TMEM230 TMEM63B TMEM87B TNC TNF TNS1 TPP1 TRAF1 TRIM21 TSACC TTC33 UBAC2 USP19 USP6NL UTRN VPS41 WDR11 WDR12 WDR77 YPEL3 ZCCHC12 ZFAND1 ZNF217 ZNF24 ZNF329 ZNF518A ZNF623 ZNF799 ZXDC GSE23505_UNTREATED_VS_4DAY_IL6_IL1_TGFB_TREATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23505_UNTREATED_VS_4DAY_IL6_IL1_TGFB_TREATED_CD4_TCELL_UP ACTN1 ADAM10 ADAMTS6 ADM AHCYL1 ANXA8 AP1AR ARHGAP32 ARHGEF3 ARX ATG16L2 ATP10A ATP1A1 AVPR1A BCAT1 BCL10 BCOR BEND3 BLNK BMP4 BMPR2 BUD31 C19orf18 C1orf174 C5orf47 CAMKV CBFB CCL2 CCNA1 CCND2 CDK17 CHKA CHML COP1 COX5A CPSF7 CRYBA4 CSMD1 CST7 DNMT3A DNMT3L EHD1 EIF5B EPCAM EPS15 ERAP1 ERF EXPH5 EZH2 FANK1 FBXO45 FGF13 FRMD4A FSTL5 FYN GBP7 GFI1 GP9 GPR176 GPR182 GRAMD1B GRM3 GTDC1 GUCY1A2 HBS1L HCCS HIVEP1 HIVEP3 HPGD HS6ST3 HSF5 HSPA4L IDUA IFNG IL15RA IPCEF1 IRF8 ITGA6 IZUMO1R KLRC1 KRAS LARP7 LCK LIPF LNX2 LRRC40 MAP3K8 MARVELD2 MBP MCOLN2 MED14 MED7 MEGF8 MFSD12 MFSD6 MIR22HG MMGT1 MRPL35 MRPS17 MSH3 MTERF3 MYB MYO1E MZB1 NCF1 NDFIP1 NEB NKG7 NOL7 NQO1 NRP1 NUFIP2 NYX OMD ORAI1 ORMDL1 PARD6G PCDH17 PCGF5 PCID2 PCMT1 PDCD1 PDS5A PDZD2 PFKFB2 PIWIL4 PKD2L1 PLA2G4D PLCXD1 PLEKHA5 PLK3 PLSCR1 PNPT1 POFUT2 PPT2 PPWD1 PSMA1 PSMA5 PSMD11 PTPN22 QRFPR RALYL RAP2B RASAL1 RBFA RBM38 RBMX RCAN1 RER1 RETREG1 RILPL2 RMI2 RNF7 RRBP1 SACM1L SGK1 SH3BP5 SHISA2 SLC17A5 SLC23A1 SLC47A1 SLC7A7 SMCO4 SMIM15 SNAI3 SOWAHB SPN SPP1 SPP2 SRSF7 ST6GALNAC3 TAAR1 TACC2 TAF1A TATDN2 TCF4 TFAP2C TLE3 TMEM201 TMTC4 TNFSF14 TRAPPC11 TRIM2 TRPV6 TSPAN2 TTC19 TWSG1 TXNRD3 UBXN2A USP1 USP34 VAMP5 VAV3 VSIR WNT10B WSB2 ZCCHC13 ZNF330 ZNRF1 GSE23505_UNTREATED_VS_4DAY_IL6_IL1_TREATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23505_UNTREATED_VS_4DAY_IL6_IL1_TREATED_CD4_TCELL_DN ABHD18 ACHE ACTL7A ADAM9 ALB AMFR ANKH ANXA1 AP3S1 APEX1 ARHGAP24 ATP11B ATP1B3 BARHL1 BCS1L BEST2 BEX1 BIRC2 BLCAP BLOC1S6 BNIPL BST1 C12orf29 C3 CCDC186 CCDC88A CCL19 CCSER2 CD2AP CDH11 CDKN1A CELSR3 CEMIP CFB CHD1L CHST4 CLDN19 CLDN6 CLEC5A COCH COMMD9 CRIP3 CRTAP CSF2RB CSN2 CSN3 CTNNB1 CYTH3 DCLK1 DEPTOR DERL1 DGUOK DHX9 DIO1 DNAI4 DSC3 DTX1 EEPD1 EHD3 ENPP2 ESRRB EXOSC4 EXTL1 FABP4 FADS2 FAM13B FAM184B FAM3D FBP2 FCAMR FNDC7 GBA1 GDA GGPS1 GJA1 GLP1R GPALPP1 GPX6 GSR GSTA3 GSTM1 GTF2IRD1 HAS2 HES3 HOMER2 HSPA14 IGF1R IL20 IL7R ITIH5 KCNA3 KCND3 KIF16B KIF1B KITLG KLHL24 KRT79 LIMCH1 LRAT LXN MARCKSL1 MAVS MCHR1 METTL9 MFGE8 MFSD14B MICAL2 MIOX MISP MMD MNAT1 MORC4 MSC MT2A MYH4 MYL12B MYOZ2 MYT1 NAPB NCKAP1 NDP NECAB3 NEXMIF NF1 NGFR NIPSNAP3A NKAPL NOTCH4 NSMCE3 OGFRL1 OLIG2 OXR1 PATZ1 PDE12 PEX5L PFKFB3 PFN2 PGM1 PIAS2 PLA2G2D POLR1B PPL PPM1B PRDX6 PRSS12 PSMD14 PTX3 QSER1 RAB20 RASA2 RDH10 RETREG2 RFK RND3 RPS18 RPS6KL1 RPUSD1 RRP8 RYR3 S100A5 SELENOF SERPINA1 SERPINA10 SERPINB5 SFMBT1 SFMBT2 SLC12A2 SLC15A5 SLC16A3 SLC24A3 SLC25A51 SLC34A1 SLC5A7 SLC6A20 SNCA SPSB4 SRSF10 ST6GALNAC2 STRA6 SUSD2 SYAP1 TCF7 TESMIN TFG THRB TJP2 TMEM30B TMEM54 TNFRSF11B TRAF1 TRH TRIM3 TUBG2 UBD UBE2K USP33 USP45 VAV3 ZBTB1 ZWINT GSE23505_UNTREATED_VS_4DAY_IL6_IL1_TREATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23505_UNTREATED_VS_4DAY_IL6_IL1_TREATED_CD4_TCELL_UP ABHD12 ACAD9 ACOT7 AGBL5 AGTRAP AHCY AIFM1 ALDOC APOOL ARHGEF6 ARL6 ATP5MC1 BCAT1 BCKDHB BCL2 BCL9L BPGM C1orf122 C22orf39 CAMLG CAT CCDC34 CCDC90B CCNG1 CCNH CCS CDC123 CDK2AP1 CDKAL1 CENPM CEP57L1 CHCHD6 CHMP5 CISD3 COQ3 COX11 CTC1 CYB561D2 CYB5A DCAF17 DERA DIPK1B DLAT DPP3 DROSHA DTL DUSP19 DYNC2I1 DYNLL1 DYNLRB1 ECH1 ECHDC1 ECI1 EEF1AKMT2 EIPR1 ELP4 FAM174C FAM3A FAM98B FCGR2B FKBP3 FLAD1 FLOT2 FUNDC1 GDPD1 GLMN GSTM3 GTF3C3 GTF3C5 HELLS HERC4 HIBADH HSD17B10 HSPA8 IAH1 ID3 INTS3 INTS8 INTS9 IRF2 KIFBP KLHL14 KYAT3 LARP6 LRSAM1 LRWD1 MACROD1 MAN2C1 MAOA MCM5 MDH2 MED22 MED30 METTL5 MKKS MOCS2 MPHOSPH6 MRE11 MRM2 MRPL1 MRPL35 MRPL37 MRPL47 MRPL52 MRPS18C MRPS22 MRPS28 MSL3 MTA3 MVK MZB1 NAA38 NAXE NCF4 NDUFA2 NDUFV2 NICN1 NMT1 NT5DC1 NUBPL ODF2L OXSM PACRGL PARD6A PDCL3 PDGFA PEX7 PGK1 PIAS3 PIGX PITHD1 POGLUT2 POLE2 PPIL3 PPP1CA PPP1R7 PRDX1 PRIM1 PRKDC PRPF31 PRPF6 PSMA1 PSMA5 PSMB1 PSMD13 PSMD14 PTDSS2 PTGR2 PUS10 PXMP4 PYCARD RAC1 RBL1 REX1BD RGS14 ROMO1 RPA1 SCNM1 SEM1 SLC25A45 SLC2A6 SLC39A4 SLC48A1 SMIM19 SMPD1 SPATA24 SPATA7 SPR STRBP SUCNR1 TBC1D10C TCF4 TIMM21 TIMM22 TLE4 TMEM126A TMEM134 TMEM164 TMEM256 TMTC4 TNFRSF18 TNS3 TONSL TRIM14 TRIP4 TSPAN2 TST UBA2 UFC1 VANGL2 VDAC3 VWA8 WWP1 YIF1B ZNF217 ZNF560 ZNF771 ZNG1B ZSWIM1 GSE23568_CTRL_TRANSDUCED_VS_WT_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23568_CTRL_TRANSDUCED_VS_WT_CD8_TCELL_DN ABCG2 ABHD8 ACAP1 ACP6 ACTN1 ACTN2 ADCY6 AGRN AGTRAP ANGPTL2 ARL4C ATP13A1 ATP6V1E1 ATXN7L3 BANP BOP1 BZW2 CA2 CAMK2B CBR1 CCL5 CCR7 CD247 CD27 CD28 CD3D CD3E CD3G CD5 CD6 CD96 CDK2AP2 CLN8 CPSF4 CRTAM CSK CST7 CTSD CTSW DAP DGKA DNTT DPF2 DTX1 DTX2 DUSP2 EIF2B4 EIF2B5 EIF2D ELOVL3 EMG1 ENTREP3 EVL F8A1 FAS FASLG FRAT1 FXYD5 FYN GADD45A GALNT10 GALNT2 GNB4 GPSM3 GTF3C1 HBA2 HLA-E HM13 ICAM2 ID2 IDNK IFIH1 IFIT1B IL18R1 IL4 IL7R IQGAP2 IRF7 ISG15 ISYNA1 ITGB7 ITM2A ITM2C JAK3 JARID2 KCNAB2 KCNE5 KCNN4 KLF7 KLK8 KLRD1 KRT25 LAMTOR4 LAPTM5 LCK LPIN1 LTA MAP3K4 MARK2 MCM3AP MCM5 MCM7 MDP1 MED24 MEPCE MIDN MLX MS4A6A MYB MYO1F MYO6 NAB2 NBEAL2 NDRG1 NDRG2 NDST2 NOTCH1 NPC2 NPM3 NR4A1 NSG2 OTUB1 OTULINL PACSIN1 PADI2 PBX2 PHF23 PITPNM1 PKP4 PLD3 PMM2 PPIC PPP4C PRKACB PRKCQ PRKCSH PRKD2 PSTPIP1 PTPN13 RAC2 RANBP3 REXO5 RFLNB RGCC RGS10 ROM1 RORA SATB1 SELL SELPLG SETD4 SF1 SFMBT2 SGK1 SH2D2A SIPA1 SIT1 SLC25A25 SLC29A1 SLCO3A1 SPNS1 SPOCK2 SRPK1 SSBP2 STIM1 STMN1 STRN4 STUB1 SUDS3 SUN2 SURF4 TAF1C TANGO2 TAP1 TCF7 THY1 TLE1 TLE5 TMEM38B TNFAIP8L1 TNFRSF4 TNFSF11 TNIP1 TRAF1 TRPC4AP TSPAN32 TSPAN6 TUBA1A UBA7 UNC45A VPS26B VPS37B VSX2 WDR83OS WRN XDH ZAP70 ZNF467 ZNRF1 ZYX GSE23568_CTRL_TRANSDUCED_VS_WT_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23568_CTRL_TRANSDUCED_VS_WT_CD8_TCELL_UP ACADL ADAM9 ADM ALDH2 ANAPC13 ANXA1 ANXA2 ANXA7 APOBEC1 ARHGAP21 ATF6 BCL2L2 BET1 BLK BLNK BTF3 BTK C15orf39 C9orf85 CACNA1S CARHSP1 CBFA2T3 CCDC28B CCR1 CD180 CD19 CD22 CD2AP CD37 CD40 CD79B CDK2AP1 CDT1 CEP89 CERS2 CIITA CLIC4 CMTM7 CPSF2 CRIP1 CTSC CTSE CTSH CTSZ CXCR5 CXXC5 CYFIP1 CYP4V2 DNAJB9 EBF1 ECI1 EIF1AY EIF2A EIF2AK3 EIF2AK4 EIF3J ELL2 ENTPD1 EPCAM EPS8 ERO1B ERP29 ETFB EVI2A EVI5 FCGR2B FCRLA FGL2 FUCA1 G6PC3 G6PD GCM2 GGA2 GLCE GM2A GPHN GPR137B GSTO1 HCK HHEX IFI30 IGHM IL10RA IL15 IL18 IL4I1 IL5RA INPP5A INPPL1 IQGAP1 IRF8 KCTD12 KIF16B KLF4 LAT2 LDAF1 LGALS3 LIFR LIMD1 LITAF LMO2 LMO7 LY6D LYL1 LYN MANF MAP3K8 MARCKS MCOLN2 MGST1 MPEG1 MPHOSPH10 MRPL36 MS4A1 MTCH1 MTDH MTM1 MTPN MYADM MYC MYO5A NAP1L1 NCF2 NCF4 NDST1 NEDD4 NEK2 NID1 NOTCH4 NUCB2 NUCKS1 ORC6 P2RX4 PAFAH1B3 PARP1 PBX3 PDE8A PDK3 PEPD PKIB PKIG PLAC8 PLBD1 PLD4 PLP2 PLSCR1 PML PON3 POU2AF1 PPP3CA PPP3CC PRKCD PRKCE PSPC1 PTP4A3 RAB31 RACGAP1 RBM26 RHOQ RNH1 RPIA RYR1 S100A10 S100A11 S100A4 S100A6 SAA1 SBF2 SCD SH3GLB1 SIRT3 SLC25A15 SLC25A4 SLC25A53 SLC30A5 SLC66A3 SLC7A7 SNX2 SNX5 SPIB SPSB2 SSPN SYK SYPL1 TACSTD2 TCF4 TEP1 TIPARP TMEM131 TMEM176B TMEM199 TMOD3 TOR3A TPD52 TPST1 TUBB6 TXNDC16 VCL WDR55 ZC3H12C GSE23568_CTRL_VS_ID3_TRANSDUCED_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23568_CTRL_VS_ID3_TRANSDUCED_CD8_TCELL_DN ACTN2 ADA ADAM19 AHCY ALYREF ANAPC13 ANLN ANXA1 ANXA2 AP2S1 APRT ASF1B ATF5 ATOH7 ATP5IF1 ATP5MC2 ATP5MG ATP5MK AURKA AURKB BAG6 BARX1 BIRC5 BLM BMPR2 BRCA1 BRCA2 C19orf53 CBX5 CBX6 CCDC28B CCNA2 CCNB2 CCR9 CD160 CD8A CD8B CDC20 CDC25C CDC45 CDC6 CDCA3 CDCA5 CDCA8 CDIP1 CDK1 CDT1 CENPE CENPK CEP89 CHEK1 CHPT1 CISD1 CKAP2 CKS1B CMC2 COL4A1 CTSW CUTA CXXC5 CYB5B DDC DDX49 DHFR DIAPH3 DNAJC8 DRC1 DTL E2F1 E2F8 ECT2 ELOVL6 EVX1 EXO1 F2R FABP5 FLOT1 FLT3 GCH1 GZMB H3-4 HEMGN HK2 HLA-DOA HOXA7 HSDL2 ID3 IGFBP7 IL15 ITGAE KDELR2 KDM6A KIF11 KIF22 KIF23 KIF4A KPNA6 KRTAP19-5 KRTCAP2 LORICRIN LPL LUM MAD2L1 MAP3K8 MCM10 MCM2 MCM7 MCOLN2 MRPL27 MRPL34 MRPL41 MRPL51 MRPL54 MRPS10 MRPS28 MTR MX1 MYBL2 MYC NAA15 NCAPH NDUFA2 NDUFA5 NDUFAB1 NDUFB6 NEK2 NFE2 NUCB2 NUDT1 NUSAP1 NVL NXT1 ORC1 ORC6 PARM1 PCLAF PDCD5 PDXK PGAM1 PLAC8 PLP2 POLR2K POLR2L POLR3K PRC1 PSMB3 PSMB6 PSPH RACGAP1 RAD51 RAD51B RANBP1 RBP1 RFC5 RGL1 ROM1 ROMO1 RPS26 RRM2 RWDD4 S100A10 SAP30 SEC13 SELENOH SET SFXN1 SGCD SIRT3 SLC25A4 SLC25A53 SLC25A6 SLC31A1 SNHG6 SOD2 SRI SSX2IP STMN1 SUPT4H1 SURF2 SYCE2 TAMM41 TBC1D24 TFDP1 TIPIN TMEM223 TOP2A TPD52L1 TTK TXN U2AF1 UBL5 UHRF1 UNC119 UQCRQ USP3 WDR55 WDTC1 YJU2 ZNF239 GSE23568_CTRL_VS_ID3_TRANSDUCED_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23568_CTRL_VS_ID3_TRANSDUCED_CD8_TCELL_UP ABCF3 ABHD8 ADCY6 ADGRE5 AKAP8L ANGPTL2 ANKS3 APBB1IP ARFGAP2 ARHGAP45 ARID3B ARRB1 ASH1L ATP1A1 ATXN7L3 BABAM1 BANP BCL2L2 BOD1L1 CANT1 CASK CASP4 CBFA2T2 CCR6 CCR7 CD19 CD2 CD22 CD28 CD2AP CD5 CD6 CD79A CD99L2 CDK16 CFL2 CHERP CIC CLCN4 CLEC3B COPS2 CREBBP CRYBG1 CSNK1G2 CTSH CWC22 CYP2S1 DAG1 DGKA DLG3 DNTT DPF2 DUSP1 DVL1 EIF4EBP2 EIF4G2 EXT1 EZH1 FAS FASLG FCRLA FEM1A FKBP8 FLOT2 GABRR2 GGT5 GLTP GRAP2 GRK6 HBA2 HBB HLA-DQA1 HLA-E HNRNPA1 HOPX HSD17B11 ICE1 IDUA IER2 IGHM IGKC IGLC7 IL16 IL27RA IL6R INPP5K INVS IRF3 IRF6 ITGA6 ITGB1 ITGB7 ITM2C ITPK1 KCNN4 LBP LDB1 LDHB LGMN LMO2 MAN2B1 MAP3K12 MAPK14 MARK2 MCM3AP MEPCE MFHAS1 MLEC MMP15 MPRIP MYCBP2 NAB2 NDRG3 NEURL4 NISCH NXF1 ORMDL3 OTUD5 OTULINL PBX2 PCID2 PDK1 PDLIM4 PIK3C3 PJA1 PKD1 POLR2A POU2F1 PPID PPP2R5A PPP4C PRF1 PRKD2 PYGO2 RAB35 RABAC1 RANBP9 RCAN3 RFLNB RGL2 RGS11 RGS14 RGS19 RMND1 RPL30 RPS6KA2 RUFY1 S1PR4 SAFB SELL SEMA4B SETD4 SETDB1 SF3A2 SGK1 SGTA SIDT2 SIPA1 SIT1 SKI SKIC2 SLC30A5 SLC4A7 SMARCA4 SMARCD2 SMPD2 SNX2 SNX5 SOCS3 SPICE1 SPNS1 SRPRB ST3GAL1 STARD3 STIP1 STUB1 TAP1 TCF25 TERF2IP TK2 TMC6 TNFRSF4 TOR1B TOX4 TPGS2 TRAPPC12 TRMT1 TSC22D4 TSPAN32 TTC17 USE1 USP10 USP4 VKORC1 VPS26C WBP2 YWHAB ZBTB20 ZNF467 ZSCAN26 GSE23568_ID3_KO_VS_WT_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23568_ID3_KO_VS_WT_CD8_TCELL_DN ABCA1 ADAM9 ADRB2 ALDH2 ANXA1 APOE ARHGAP21 ATF6 ATP6V0B BCKDHA BCL2L2 BLK BLNK BMP2K BTK C1R C9orf85 CA2 CARHSP1 CBFA2T3 CCR6 CD19 CD22 CD2AP CD37 CD40 CD72 CD79B CD81 CD83 CD93 CDIP1 CDT1 CEP89 CHEK2 CIITA CLCN5 CLIC4 CMTM7 CNN3 CNR2 CPSF2 CR2 CSK CTSC CTSH CTSZ CXCR4 CXCR5 CXXC5 DDX41 DPP7 DYNLT2 E2F1 EBF1 EIF2AK3 EIF2AK4 ELL2 ERO1B EVI5 FANCM FCER2 FCGR2B FCRLA FUCA1 GAD1 GGA2 GM2A GPD2 GPR137B HCK HHEX HIP1R HLA-DMB HLA-DOA HLA-DOB HLA-DQA1 HLA-DRB1 HS3ST1 IFI30 IGHM IGLC7 IL10RA IL4I1 INPP5A IQGAP1 IRAG2 IRF4 IRF5 IRF8 JARID2 KCTD12 KIAA0930 LAT2 LGMN LIMD1 LMO2 LY6D LY86 LYL1 LYN MAP3K8 MARCKS MBD4 MCOLN2 MEF2C MIF4GD MRPL45 MRPS22 MS4A1 MTPN MX1 MYADM MYO1E MYO5A NAPB NAPSA NCF2 NCF4 NECAP2 NEDD4 NFE2L1 NICN1 NUCB2 OSBPL5 P2RX4 PAFAH1B3 PARP1 PBX3 PDE1C PDXK PER2 PKIB PKIG PLA2G7 PLAC8 PLBD1 PLCG2 PLD4 PML POLD1 POLR1H POU2AF1 PPP3CA PPP3CC PRKCD PRKCE PRSS23 PSPC1 PTP4A3 PTPN6 PXK RAB5C RALGPS2 RASD1 RASGRP2 RBM26 RBM4B RHOQ RTL6 RYR1 SCD SERPINB1 SH2B3 SIPA1 SIPA1L2 SLC16A7 SLC25A53 SLC30A5 SLC31A1 SLC4A7 SLC7A7 SMAGP SMARCD2 SNX2 SNX5 SNX9 SORL1 SOWAHC SPIB SRPK3 STRBP SYK SYPL1 TCF4 TEC TMOD3 TOR3A TPD52 TPST1 TRAPPC5 TRMT2A TTC4 TXNDC16 UGP2 VCL XBP1 ZC3H12C ZDHHC14 ZNF282 GSE23568_ID3_KO_VS_WT_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23568_ID3_KO_VS_WT_CD8_TCELL_UP ADAM19 AHR ALYREF AMZ2 ANAPC13 ANAPC16 ANLN ANXA2 ARPC3 ARPP19 ASF1B ASPM ATP5IF1 ATP5MK AURKA BAX BCKDHA BCL2L11 BIRC5 BLM BPNT2 BUB1 CA2 CAPN3 CAPNS1 CBX5 CCDC28B CCL5 CCNB2 CCR9 CD160 CD244 CD7 CD8A CDC20 CDC6 CDCA5 CDCA8 CDK1 CDT1 CENPK CHCHD7 CHEK1 CHEK2 CIP2A CISD1 CKS1B CKS2 COL4A1 COQ7 CPD CST7 CTSW CUEDC2 CXXC5 CYB5B DCPS DDC DHFR DHRS1 DLGAP5 DRC1 DTL DTYMK DUSP16 ECH1 EIF3B ELOVL6 FABP5 FGL2 GABARAPL1 GATD3 GCLM GEMIN5 GMPPB GOLIM4 GSTO1 GYG1 GZMB HHEX HMGB2 HMGB3 IMPA2 ITGAE KCTD9 KDELR2 KIF11 KIT KLRD1 KLRK1 KMT5A LAGE3 LIG1 LMNB1 MAD2L1 MAP3K8 MARCKS MCM7 MCOLN2 MIEN1 MKI67 MRPL27 MRPL41 MRPL51 MRPS28 MTM1 MVD MX1 MYO1F NCAPH NDUFA5 NDUFAB1 NDUFB3 NEDD4 NEDD8 NEK2 NIPSNAP2 NRGN NUDT1 NUSAP1 ORC6 OSBPL5 PCLAF PDCD5 PLAC8 PLP2 POLA1 POLD2 POLR2D POLR2K POLR3K PPIA PRKACB PRPF31 PSMB3 PSMB6 PSPH PTTG1 RACGAP1 RASD1 RDH11 RFC2 RFC3 RFC5 RGL1 RHOQ ROM1 RPIA RPL36A RPS26 RWDD1 S100A1 S100A10 S100A11 SAR1B SASS6 SEC13 SEC61G SELENOH SEM1 SET SIN3B SIRT3 SLC31A1 SNAP23 SNHG6 SNRPB2 SOD2 SPAG7 SSX2IP ST3GAL4 STMN1 SYCE2 TACC3 TBC1D24 TCF19 TFDP1 TFPI TIMM8B TM2D2 TNFRSF18 TOP2A TRIP13 TSC22D1 TTK TXN TXNL1 U2AF1 UBXN1 UCK2 UFC1 UNC119 UNC119B UQCC3 YARS1 YBX3 YIPF4 YJU2 ZNF239 GSE23568_ID3_TRANSDUCED_VS_ID3_KO_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23568_ID3_TRANSDUCED_VS_ID3_KO_CD8_TCELL_DN ABCC5 ABCF3 ADGRE5 AHNAK AKAP12 AKAP8 ANKH ANKRD40 ANTXR2 APBB1IP ARHGEF1 ARIH1 ARPC5 ATP11A ATP1A1 ATP6V1D B2M BCL2A1 BIN1 BLK BOD1L1 CA2 CAMLG CASP1 CASP4 CASP7 CCDC90B CCR6 CCR7 CD19 CD22 CD28 CD4 CD47 CD6 CD83 CD9 CDC42SE2 CDK16 CFLAR CFP CHD7 CIC CLCN4 CR2 CREBBP CTSH CXCR5 CYBC1 CYFIP1 CYP4V2 CYTIP DDX6 DGKA DMAP1 DNAJA2 DNAJB9 DPF2 DUSP1 DVL1 DYRK1A EIF4A2 EIF4G2 ENTPD4 EPB41L2 EPS15 ERCC3 ETS1 EZH1 F2RL1 FAS FASLG FBXO38 FRMD8 GALNT10 GLCE GLTP GOLGA5 GOSR2 HBB HLA-B HLA-DQA1 HNRNPA1 HSD17B11 ICE1 IDUA IGKC IGLC7 IL10RA IL16 IL18R1 IL27RA IL6R IL7R INPP5A INPPL1 IRF6 ITGA6 ITGB1 ITM2A ITM2B ITM2C LBP LDAH LUC7L M6PR MATR3 MCL1 MFHAS1 MFSD5 MLX MS4A1 MS4A6A MYCBP2 NAV2 NRP1 NXF1 OGT ORMDL3 OTULINL PAN2 PDE4B PDK1 PDLIM4 PJA1 PKD1 PPID PPP1R2P1 PPP2R5A PRKCD PSEN2 PSMB9 PTPN13 PYGO2 RABAC1 RAD1 RANBP9 RASSF2 RBM25 RCAN3 RELL1 RFLNB RNF138 RNGTT RPL30 RPS6 RRM2B RRN3 SAFB SBF2 SELENOS SELL SKAP2 SKI SKIC2 SLC25A20 SLC25A36 SLC30A5 SLC44A1 SMAD4 SNX10 SNX13 SNX2 SNX5 SPG21 SPICE1 SSBP2 ST8SIA1 TAP1 TBCE TENT5C TK2 TMC6 TMEM71 TNFRSF4 TNFSF11 TNRC6A TOB1 TPT1 TRAF5 TSPAN32 TTC17 TTC39B TULP4 UBA7 UIMC1 UPF3B USE1 USP19 VAMP5 WDR1 YWHAQ ZBTB20 ZFP36 ZFP36L1 ZFP36L2 ZMYM4 ZNF467 ZNF841 ZSCAN26 GSE23568_ID3_TRANSDUCED_VS_ID3_KO_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23568_ID3_TRANSDUCED_VS_ID3_KO_CD8_TCELL_UP ABCB9 ABHD8 ACTN1 ACVRL1 ADGRG3 ADK AGRN ALYREF ANGPTL2 ANP32A ANXA2 ARHGAP9 ARL4C ATP11A ATP13A1 ATP6V1E1 AUH B2M B4GALNT1 BATF BZW2 CAMK2B CBR1 CBX6 CCL5 CD160 CD247 CD27 CD28 CD3D CD3E CD3G CD5 CD6 CD9 CD96 CDC23 CDC26 CDK2AP2 CISH CLPB COQ9 CRTAM CST7 CTLA4 CTSD CTSW CYB5A DAG1 DDHD2 DGKA DNTT DOCK5 DTX1 ENTREP3 ESYT1 EYA2 FAM89B FAS FASLG FDPS FDX1 FLT3LG FXYD5 FYN GALNT10 GALNT2 GAPDH GLO1 H2AZ1 HACD3 HBA2 HM13 HOPX HPCAL1 ID2 IFI27 IFIH1 IFIT1B IGF2R IL18R1 IL6R IL6ST IL7R IQGAP2 IRF7 ISG15 ISYNA1 ITGA6 ITGB1 ITGB7 ITM2A ITM2C JAK3 KCNAB2 KCNN4 KLF7 KLK8 KLRD1 LBP LDHB LPIN1 LRWD1 LXN MEPCE MLX MRPL2 MS4A6A MYB MYO6 NAB2 NANS NAV2 NBEAL2 NDRG2 NEFH NOTCH1 NPC2 NPM3 NR4A1 NRP1 NSG2 OTULINL PAFAH2 PBX2 PDCD1 PDGFRB PDLIM4 PFKP PHPT1 PITPNM1 PJA1 PLD3 PLEC PPP4C PRKCQ PRKCSH PSMB3 PSME1 PSTPIP1 PTPN13 RAC2 RANBP3 RANBP9 RBM42 RCAN3 RFLNB RGCC RGS10 RORA RPL30 RPS16 RPS3 RPS6KA1 RYK S100A10 S100A4 S100A6 SELPLG SEMA4A SETD4 SFMBT2 SGK1 SH2D2A SIT1 SKI SLCO3A1 SNX14 SOCS3 SPNS1 SSBP2 ST3GAL4 STIM1 STMN1 SUGT1 TCF7 TENT5C TEX264 THY1 TMC6 TMEM38B TNFAIP8L1 TNFRSF1A TNFRSF1B TNFRSF4 TNFSF11 TNIP1 TRAF1 TUBA1A UCK2 UNC45A VPS26B VPS37B WASHC3 WBP1L WDR83OS WDSUB1 XDH ZAP70 ZNRF1 GSE23695_CD57_POS_VS_NEG_NK_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23695_CD57_POS_VS_NEG_NK_CELL_DN ABCA1 ABHD3 ABHD5 ACLY ACVR2A ACYP1 AKR1B1 AMHR2 APOE ARID4A ARL4A ASAH1 ATF2 ATF7 ATP6V1A B4GALT1 BCO2 BRD2 BRPF1 C2orf42 C5orf15 CACNG3 CAMK1D CAMK2N1 CAPG CAPRIN2 CASP4 CCDC77 CCDC93 CCNG2 CCNK CDCA5 CDK2AP2 CDKN2C CDKN2D CDR2 CHCHD6 CHD2 CHD7 CHML CIR1 CITED2 CLDN15 CLIC4 CLN3 CLP1 CNTD1 COPZ2 COX17 CRAMP1 CREB3L2 CS DDI1 DDT DDX47 DENND5A DHCR24 DNAAF2 EMC4 EMSY EPHA2 ERP44 F11R FADS1 FAM20C FAM53C FAM76B FBXL3 FCF1 FIZ1 GABPA GADD45A GADD45G GEM GPAT3 GPBP1 GPR155 GPT2 GTF2F1 GTF2H1 H2BC5 HAUS5 HES1 HSPA1B HYCC2 HYLS1 IDH3B JMY KDM6B KDM7A KIAA1958 KLHDC10 LARP4 LEF1 MAFF MANBA MAP1LC3A MAP3K1 MAP3K8 MARCHF5 MASTL MCEE MCFD2 MDH1B MFSD11 MINDY2 MLXIP MOAP1 MRPL35 MRPL45 NADK2 NAMPT NANOS1 NBDY NDUFA2 NDUFAF5 OSBPL9 PAIP2 PAK1 PCCA PDGFA PDRG1 PIGS PIK3C2A PITRM1 PLAC8 PLAT PLCL2 PLK3 PPP1CA PRCC PSME3IP1 PSPH PTCH1 PTGS2 RAB20 RAB40C RASSF8 RB1CC1 RELCH RHBDD3 RNF167 RPAIN SAP30L SCAI SCAMP2 SDHC SEC23IP SGTB SIMC1 SKI SLC16A10 SLC16A6 SLC23A3 SLC28A2 SLC39A8 SLC41A1 SLC49A4 SLC5A6 SMG8 SMPDL3A SNAPC2 SOAT2 SON SORD SPDL1 SSR2 STAG2 STMN1 SUPT4H1 TAF13 TAF3 TAFA2 TAX1BP1 TERF2IP TFPT TMEM170B TMEM176A TMEM97 TNRC6C TOLLIP TOP3A TPK1 TRAPPC9 TRIM69 TRIP10 TTC39B UAP1 UBC UBE4B UBN1 UBTD1 VCL WDFY4 WDR53 YAF2 YTHDF1 ZBTB43 ZFTRAF1 ZHX1 GSE23695_CD57_POS_VS_NEG_NK_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23695_CD57_POS_VS_NEG_NK_CELL_UP ADAM8 AKAP1 ALDH3A2 ANKHD1 ANKRD27 ANKRD46 AP1M1 APEH AQR ARHGAP30 ARHGAP31 ATG16L2 ATP23 B3GALT6 BAG2 BBS5 BEND3 BMF BRD7 BTBD6 BTLA CANT1 CD81 CDC7 CDCA2 CDK5RAP1 CDPF1 CEBPA CENPB CEP41 CERK CHD1L CISD2 CSF1 CTBP1 CTCF CTU1 CYB561D1 CYP1B1 DCTN5 DIPK1A DLST DMTF1 DNAJC2 DNLZ DOLK DUS1L DUSP6 DYNLT1 EBAG9 EIF4G3 ELP3 ENC1 EPS15 EPS15L1 FAM107B FAM111A FAM3C FASTKD5 FFAR4 FGD2 FRRS1 GADD45GIP1 GAR1 GPATCH2L GRAMD1A GRAMD4 HDAC2 HEATR3 HEBP1 HERC4 HHEX HNRNPUL2 INF2 INPP5E KIF2A LFNG LLGL1 LMNB2 LSM12 LTB MADD MBD1 MEAK7 MED7 METTL8 MFSD5 MGAT2 MKI67 MRPL22 MRPL40 MRPS12 MRPS18B MRPS23 MTRES1 MTX1 MYCBP2 NABP1 NDUFAF4 NIBAN2 NOP16 NSD1 NTMT1 OPA3 OTUD4 PABIR1 PARN PARP8 PARPBP PBRM1 PELP1 PFAS PFKFB3 PHF20 PIK3CG PIP5K1C PLXNA1 PNPO POLR1B POLR2M POLR3H PPIL2 PPP2CA PRRC1 PSMC5 PSMG2 PTGES2 PTGIR PTPRE PUF60 PWP2 PXN PYCR3 QSOX2 RANBP2 RASA3 RBPJ RCBTB2 RCC1L RERE RGS19 RNF145 RNF7 RPF2 RPP25L RREB1 SAMSN1 SDHAF4 SEC24B SERBP1 SERPINB9 SH3PXD2B SHTN1 SLC12A9 SLC29A3 SLC37A3 SLC9A6 SMYD5 SPC25 SPN SRP72 SRXN1 ST6GALNAC4 ST8SIA1 STRN3 SYNRG TAF6 TELO2 THEMIS2 TMEM119 TRAPPC2B TRIM32 TRMT11 TSEN15 TSFM TUBA8 TUBB TUBB6 TXLNA TYSND1 UQCC3 URI1 WDR11 WDR12 YEATS4 ZBTB45 ZC3HAV1L ZFP91 ZFYVE19 ZMYM4 ZNF280D ZNF282 ZNF639 ZNF652 ZNF823 ZNF862 ZNF878 ZNRD2 ZRANB2 GSE23925_DARK_ZONE_VS_NAIVE_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23925_DARK_ZONE_VS_NAIVE_BCELL_DN AAR2 ACTR1B ADORA3 ADRA1B AOX1 AQP12A ARID5A ARL5B ASCL3 ATG101 ATP6V0C AUH BCDIN3D BCL10 BCL2A1 BCL2L11 BTG3 C14orf119 C2orf88 CABP5 CACNG5 CASKIN2 CBX4 CCDC86 CCHCR1 CCL4 CCND3 CCNL1 CD69 CDA CDC42SE1 CDK5R1 CES4A COL11A2 CSRNP1 CSRP1 CTRC DMTN DNAH12 DNAJB1 DUSP1 DUSP2 DUSP5 DUSP6 EFEMP1 EGLN2 EGR1 EGR2 EGR3 EIF1B ENPP2 ETF1 ETV3 EYA3 F12 FBXO33 FOS FOSB FXR2 GATA3 GCC1 GCH1 GEM GPR171 GPRC5C HCLS1 HCN3 HPCAL4 HSPA5 HTR1A ID3 IER2 IFFO2 IFNG ISCU ITPKC ITPRIP JAM3 JUNB KBTBD2 KDM2A KLHL18 KTI12 LENG9 LMO4 LONP1 LRRC73 LTK LTV1 LY6G6D LYPD6 MAFF MAG MAGI1 MAP3K11 MAP3K9 MAPK6 MAPK8IP1 MAPK8IP2 MED31 MEX3D MFNG MIDEAS MLLT11 MOB3A MOCS3 MYOD1 NACC1 NCAN NCKAP5L NCOA7 NFKBID NFKBIZ NLRP9 NMU NOL12 NPTX2 NPY5R NR1H2 NR4A1 NR4A2 NRXN2 NUMBL OAF OCEL1 ORAI1 OTULIN PER1 PHF6 PIK3CD PIM3 PLA2G12B PLK3 PLVAP PNRC1 POTEH PPME1 PPP1R15B PPT2 PQBP1 PRDX6 PRKAB1 PRSS46P PTPN1 PTPN21 PTPN23 PTTG1 PWWP2B RAPSN RILPL2 RINL SCAND1 SELPLG SEMA4D SENP3 SH2D2A SH2D6 SLA SLC36A3 SLC39A3 SLC3A2 SLC5A6 SNX18 SPATA2 SPINK5 SPRY1 SRF SRFBP1 SRGN SRPRA ST18 STK17B SUB1 TEX11 TGIF2 TMA7 TMEM131L TMEM150A TMEM243 TNF TNFAIP3 TNFRSF21 TOB2 TP53INP2 TRAF4 TRIB1 TRMT10C UNC13D VAMP2 VPS37B XCL1 YRDC ZBTB48 ZBTB9 ZCCHC14 ZFP36 ZFP36L1 ZFP64 ZMYND8 ZRSR2 GSE23925_DARK_ZONE_VS_NAIVE_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23925_DARK_ZONE_VS_NAIVE_BCELL_UP ACP3 ADSL AKAP8 AKTIP ALKBH4 ANAPC16 ANKRD37 AP1G2 ARRDC3 ARSJ ASH2L ASPA ATP5MC2 ATPAF2 BZW2 C16orf54 C1QL3 C1orf43 CAB39 CAP1 CASP2 CCDC174 CCR7 CD164 CD248 CDK19 CDK20 CDKN1B CELF1 CHCHD10 CLASP2 CNBP COLGALT2 CPLANE2 CRLS1 CSPG5 CTSV CXCR6 CYP2D6 DAPP1 DCTN5 DDIT4 DELE1 DENND3 DHDDS DLAT DMAC1 DNAAF10 DNAJC28 DNAJC7 DPP6 DPY30 ECHS1 EEF1G EIF3E ERRFI1 ETFDH EXOSC4 FAM118B FBXL12 FBXO46 FCGRT FGFR1OP2 GALK2 GOLPH3L GPI GPR176 GPS1 H2BC13 HBP1 HMGB2 HMGCL HNRNPA1 HNRNPU IER5 IK IL16 IL1RL1 IL7R INTS10 JAGN1 JPT1 KATNB1 KCNA3 KCTD5 KIF24 KLHL42 KLRD1 KPNA3 LFNG LIN7C MAML2 MAN1A2 MARCKS MGME1 MOB2 MRPL1 MS4A6A MYLIP NAA40 NAP1L4 NCF4 NFKBIA NFYB NHSL1 NMBR NSL1 NSUN6 NUDCD1 NUDT7 OAS1 ORMDL1 OTUB1 OTULINL OXA1L PAN3 PCDH17 PDCD2 PDIA4 PDRG1 PEF1 PHOSPHO2 PIK3IP1 PLEKHF1 PLEKHN1 PLEKHO1 PRCC PRXL2B PTCRA RAB8B RAD52 RAG1 RAG2 RAPGEF3 RBBP5 RBM45 RDH14 RNF128 RNF146 RNF181 S1PR1 SDC2 SERTAD4 SKA2 SLAMF6 SLC16A1 SLC25A31 SLC29A3 SLC35B4 SLFN12 SLFN12L SLX4IP SMPD4 SNAP23 SNRPD3 SOCS3 SOD2 SP3 SPACA9 TAFAZZIN TEC TERF2IP TFDP2 THAP11 THAP7 THOC2 THYN1 TIFA TM4SF20 TMED7 TMEM106B TMEM186 TMEM43 TP53INP1 TPP2 TRIM59 TRIQK TRMT5 TSEN34 TTC4 TXNIP UBA6 UBR3 UPF2 USF1 VPS26A WASHC4 WRAP73 YES1 YME1L1 YPEL5 ZBTB3 ZC3HAV1 ZFAND6 ZFX ZNF280D ZNF354C ZNF394 ZNF708 ZNF8 GSE23925_LIGHT_ZONE_VS_DARK_ZONE_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23925_LIGHT_ZONE_VS_DARK_ZONE_BCELL_DN ACOX2 ACTL6B ACY1 ADCY6 ADGRF1 AGR3 AIMP2 AKAP1 ALDH2 ANK3 ANKRD40 APH1B APIP ARL5B ARMCX3 ARMCX4 B3GNT3 BANK1 BBS12 BMP7 BRCA1 C2orf72 CACNG5 CATSPER3 CCDC89 CCR6 CD226 CD7 CD70 CD8B CHCHD3 CHST10 CLCN6 CNOT6 COL6A3 COMP COX18 CPB1 CPM CSPG4 CTH CWC15 CYP2S1 DALRD3 DCTD DFFA DGKI DNAJB6 DUSP19 ECHDC2 EHD3 ELP4 EPHB2 EPS8L1 EPSTI1 ESYT3 ETFDH EVI2B EXOSC2 EZH2 F13B FAAH FAM114A2 FAM169A FAM229B FZD2 GABRD GAPDH GCN1 GIT2 GMFG GOPC GPRASP2 GRAP GTF2B HAUS3 HLA-B HLA-DOA HOPX HTR1A ICA1L IFTAP IQCK IRF6 KEAP1 KIN KIT KLHL12 KLHL6 KLRD1 KRTAP4-7 LCMT2 LCP2 LGALS1 LRRC8A LUC7L2 LZTFL1 MBLAC2 MCOLN3 MGME1 MID1 MISP MMEL1 MORC2 MTA3 MYOM2 NDRG3 NEFH NFKB2 NFKBID OPRK1 ORC4 P3H1 PA2G4 PAN2 PAPOLG PATL2 PBX4 PCMTD1 PDE4B PFKFB1 PIM2 PLEKHA1 PLEKHH1 PLOD2 PMM1 POLR1C PPIP5K1 PPRC1 PSMD14 PTGFRN PTPDC1 PWWP2A QPCT RAC3 RBM5 RDH12 RFC4 RHOJ RIDA RILPL1 ROBO1 RPAP2 RPL7 RRAD RSRC2 RTKN2 SC5D SELENOI SELENOM SH3YL1 SIRT4 SLC25A4 SLC28A2 SLC30A2 SLC8A1 SMAD7 SMAP2 SMARCAL1 SMIM8 SNTB2 SNX5 SPNS1 SRP9 ST3GAL6 ST8SIA1 STX12 SUDS3 SYTL2 TBCA TBX21 TMED3 TMEM154 TMEM255A TMPRSS13 TNIP1 TRA2B TRAF1 TRHDE TRIM71 TRUB1 TSEN2 TTLL4 TUG1 TXNL4A ULK1 USF1 VASN VPS26A VSIG10 WDR12 WDR37 WIPF3 ZBTB25 ZFP1 ZFP37 ZFP69 ZKSCAN3 ZNF516 ZPR1 GSE23925_LIGHT_ZONE_VS_DARK_ZONE_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23925_LIGHT_ZONE_VS_DARK_ZONE_BCELL_UP AANAT AARSD1 ABCD1 ACLY ADAMDEC1 ADCY5 AEBP1 AKAP6 AMDHD1 ANGEL1 ANGPTL8 ANKH ANTXR2 APOE ARRB1 ATG13 ATN1 ATP2A3 ATXN1L BAG4 BMPR2 BOK BOLA2 BRMS1 BTRC C11orf91 C19orf25 C1orf185 C8B CACNA1E CACNG2 CBR3 CCPG1 CELA1 CERS6 CES4A CFAP20DC CFL1 CLDN3 CLDN5 CLPB CMIP CNFN CNOT11 CPSF4 CRISPLD2 CRTAP CTNND1 CYP4A22 DDX25 DHDH DLGAP1-AS1 DMBX1 DRAM1 DRG1 DSCC1 EDN3 EFNA5 EFS EIF2B1 ELFN2 ERICH2 EVX1 EYA4 FAM193A FAM43A FBXL16 FUOM GABRR2 GALNS GPR85 GREB1L GRIN3B GSTM4 GSTM5 H1-0 HEXA HIGD1C HSPA2 IGFLR1 INPP5K INSYN2A ITPK1 KCND1 KCNG1 KCNJ6 KCNK4 KCTD1 KIF26A KLHL29 KLHL36 KLHL4 KRTAP12-2 L3MBTL2 LAMP2 LANCL1 LMF1 LPP LRP10 MAN1A2 MAP4 MDH1 MIS18A MRGPRE MYH9 NDP NHERF1 NIPAL1 NPEPL1 NT5DC3 NT5E NTRK3 NUCKS1 NUDT11 OPTN OSBPL3 OSBPL9 P2RX7 PCDHB16 PCP4 PDLIM7 PDZD4 PLA2G15 PLCL2 PLXNB1 PRSS21 PSKH1 PTBP3 PTPN5 PXMP4 PXN PYROXD1 RAB3IL1 RAMP1 RARRES1 RASGRP3 RBFOX1 RBM47 RDH16 REEP4 REXO2 RGCC RGS7BP RPA1 RSBN1 RTL8B SAE1 SAMD1 SCYL1 SDCBP SDCBP2 SEC16B SERPINA11 SFTPD SLC1A4 SLC22A9 SLC25A1 SLC30A10 SLC30A9 SLC31A1 SLC35E4 SLC36A4 SLC38A10 SLC45A4 SLC7A8 SNN SPRED2 SRSF1 STK39 STON1 STX4 SV2B SYT1 SYT12 TBX5 TCF23 TCTA TF TGFB3 TIMP4 TMEM126A TMEM132D TMEM241 TMEM43 TNFRSF18 TREML4 TRIM35 VAMP5 VSX1 WASF3 WDR26 WDR73 ZBTB7A ZCCHC12 ZNF362 ZNF703 ZNF711 ZNF777 ZNF839 GSE23925_LIGHT_ZONE_VS_NAIVE_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23925_LIGHT_ZONE_VS_NAIVE_BCELL_DN ABCC2 ABHD15 ADSS2 ALKBH1 ALKBH4 ANAPC16 ANKRD46 AP2A2 ARL10 ARMC7 ATAD2B ATF2 ATF7IP2 ATG12 B3GNT8 BACH1 BLCAP BTG2 C12orf56 CASP2 CBX5 CCDC171 CCDC71L CCNQ CCR7 CDC27 CDK19 CDK20 CDKL1 CERS3 CHCHD7 CIB1 CLDN4 CLTC CNP COMMD10 COX15 CSTF1 CTSV CUL4B CXCR4 DAGLB DCAF11 DDB2 DDIT4 DDX28 DGKE DNAAF9 DPP7 DR1 DYRK2 DZIP1 EEF1B2 ELP6 ERC2 ERICH3 ERRFI1 FANCG FBLN2 FBXL12 FBXL5 FBXO38 FGFR1OP2 FLCN FLT3LG FUCA2 GALNS GCDH GCSH GJA4 GUF1 HARS2 HAUS3 HDHD5 HEMK1 HGH1 HMGA2 IWS1 JADE3 KDM4A KIAA0753 KLHL7 KRTAP8-1 LAIR1 LANCL1 LCOR LEF1 LGALS8 LIG4 LUC7L3 MAF1 MBD2 MED22 MESD METTL17 MFAP1 MICALL2 MR1 MRM2 MRPL19 MYLIP MZT1 N4BP3 NAA30 NEU3 NFKBIA NFKBIE NFS1 NKAP NPRL2 NUDT16 OFD1 OTC OTUD1 PAICS PAPOLG PDGFD PDRG1 PDZD11 PGAM5 PIGH PIK3IP1 PITHD1 PLS3 PNN PPCS PPIC PPIL4 PSIP1 PSMA6 PSME3IP1 PSMG3 PTGR3 RABGGTB RAD52 RAG1 RAG2 RAPGEF3 RASEF RDH14 RHOH RIOX2 RPS23 RTN4 SCAPER SIRT3 SLC16A1 SLC25A27 SLC35B4 SLC35E3 SLC44A2 SLFN12L SMYD1 SNHG12 SNRPB2 SNX2 SOCS3 SREK1IP1 STAG1 STK39 TAF15 TAFAZZIN TASOR2 TCTA TEC TENT5C TFAM THOC5 TIA1 TIMM21 TIMM29 TIPARP TMEM106B TMEM128 TMEM18 TMEM186 TP53INP1 TRIB3 TSR1 TTC30B TTLL12 TUBB2A TXNIP UBOX5 UPF2 UQCC1 USP30 UTS2R VCPKMT VHL WDR82 ZBTB44 ZFX ZNF346 ZNF383 ZNF654 ZNF708 ZNF846 ZYG11B ZZZ3 GSE23925_LIGHT_ZONE_VS_NAIVE_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23925_LIGHT_ZONE_VS_NAIVE_BCELL_UP ACTR1B ACTR5 AMELX ARL5B ATF3 ATF4 ATG101 ATP11B ATP6V1E1 BAMBI BCL2 BCL2A1 BCL2L11 BTBD19 BTG3 BUD31 C14orf119 C1GALT1C1 C2orf88 C8G CACNA1A CAMK2B CASKIN2 CBX4 CBX8 CCL4 CCNL1 CCR4 CD28 CD5 CD6 CD69 CDK5R1 CES1 CHGB COL6A2 COQ10B CPNE5 CSRNP1 CYP4F22 CYP8B1 CYTIP DDX3X DOK7 DPF3 DUSP1 DUSP2 DUSP5 DUSP6 EGR1 EGR2 EGR3 ELF5 ETF1 ETV3 EVI2B FAM83D FASTKD5 FBXL14 FBXO8 FCER1A FHL2 FILIP1L FOS FOSB FOSL2 FRMD4B FRMD5 FST GATA3 GEM GIMAP6 GJC2 GMPPB GPR146 GPR171 HCCS HSD11B1 ID3 IER2 IFNG IKZF2 ISCU IST1 ITPKB ITPRIP JPH3 JUNB KBTBD2 KCNQ5 KDM6B KIF13B LENG9 LRP12 MAFF MAGOH MALT1 MAP3K8 METTL25B MEX3C MIR22HG MLLT11 MLX MNT MRPL52 MSI1 NAB2 NABP1 NEAT1 NFKBID NFKBIZ NKIRAS1 NR4A1 NR4A2 NR4A3 NRROS NUDT11 OR7C1 ORAI1 P2RX4 P2RY14 PABIR1 PALLD PAQR9 PER1 PER2 PHF6 PLK3 PNRC1 POLR1D PPP1R15A PPP1R15B PRDM4 PRDX6 PRKAB1 PSMB4 PTPA PTPRCAP PTPRN RAB1A RANBP6 RHOG RILP RILPL2 RINL RNF125 RTL8B SAMSN1 SBNO2 SDE2 SELPLG SFT2D1 SGIP1 SH2D2A SIAH2 SIK1 SLA SLC22A8 SLC25A25 SLC35C1 SLC6A8 SNX18 SPNS2 SPRY1 SRF SRFBP1 SRGN SRPRA STAC3 STK17B SUB1 TGIF1 TGIF2 THEGL TMEM243 TMEM63B TNFAIP3 TNFRSF1B TOB2 TP53INP2 TPM3 TRAF1 TRIB1 TRIM13 TSC22D2 TSPAN10 TTLL3 TWF1 UBALD1 UGT2B10 VAMP3 VANGL1 VPS37B YRDC ZBTB9 ZFP36 ZFP36L1 ZFP64 ZNF112 GSE23984_CTRL_VS_HYPOCALEMIC_VITAMIND_ANALOG_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23984_CTRL_VS_HYPOCALEMIC_VITAMIND_ANALOG_TCELL_DN ABCB4 ABCD2 ABCG1 ACSS1 ADSS1 AKAP10 ALCAM ANKMY2 ANXA1 APLN APLP2 ARF4 ARHGAP18 ARHGAP6 ATF6 ATXN7 B3GALNT1 BASP1 BMF BRI3 BSN C17orf75 C1QL2 C6orf62 CACNA1D CBLB CCDC88A CCND1 CCNY CD28 CD300LB CDC37L1 CDK18 CEP68 CERT1 CHM CHST12 CKB CORO2A CST3 CWC22 DALRD3 DCAF4 DENND4C DGKA DHRS7 DNAJC9 DNASE1L1 DPY19L1 DRAM2 DTNBP1 DUSP3 EEF2K ENC1 ENDOD1 ENPP1 EP300 ERBIN ETV3 EVI2B EXTL2 EYA1 FAM107B FAM219A FCRL1 FGD3 FMR1 FOXN3 FRAT2 FRMD6 GALC GANC GCNT1 GDPD5 GPCPD1 GPNMB GPR155 GPR34 GRB2 H1-0 H1-2 H3C14 HGF HGSNAT HIPK1 HIVEP3 HMGA2 IL7R INPP5K IQGAP1 IRF2 ITGA6 ITGA9 KIAA1143 KMT2A KTN1 LAPTM5 LONRF3 LPXN LRATD2 LRP1 LRRC20 MACIR MACROD1 MAP4K3 MAPRE2 MARF1 MBD2 MCOLN3 MFSD12 MICAL1 MIR99AHG MMD MORC2 MTA3 MYCBP2 MYO1E NAGA NARS1 NCEH1 NEAT1 NIBAN1 NSD3 NSMCE4A OXR1 P2RY6 PADI2 PAK5 PDCD4 PEPD PHF2 PHKA2 PHLPP1 PIP4K2A PKIB PLEKHF2 PLEKHM1 PLK2 PLXNC1 PPP4R3B PSENEN RAB22A RAMP1 RAP2A RASGEF1A RASGEF1B RASSF3 REPS2 RFTN1 RIMOC1 RIN2 RMND1 RNASE4 SDCBP SELENOP SESN1 SFI1 SGCB SH3BP5 SIAH1 SLC16A7 SLC27A1 SLC35C2 SLC38A9 SLC9A9 SNHG10 SNX8 SORD SRRM2 ST3GAL5 ST8SIA4 STAB2 SUPT20H SUSD3 SYF2 TAOK3 TMEM120A TMEM135 TMEM178A TMEM230 TMEM35B TMEM37 TNS3 TPD52 TRIAP1 TSC1 TSPAN13 TTC5 TXNIP UBXN4 USP33 VRK2 VWA5A WASHC4 WIPF1 WLS WWP1 ZKSCAN4 ZMYND11 ZNF469 GSE23984_CTRL_VS_HYPOCALEMIC_VITAMIND_ANALOG_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE23984_CTRL_VS_HYPOCALEMIC_VITAMIND_ANALOG_TCELL_UP AACS AARS1 ABHD11 ABRACL ADGRL2 ADRA2C AFP AGPAT5 AIFM2 AIMP2 ALDH3B1 AP1G2 AP2S1 AP3M1 APP ARHGEF37 ARL5A ATP5F1D ATP5MC1 ATP6V0C ATP6V1E1 BAZ1A BLCAP BTG1 C19orf25 C19orf38 C1QBP C1R CAPNS1 CBX5 CCDC125 CCT2 CD33 CD38 CEACAM21 CHCT1 CHSY1 CLMP CLYBL CNIH4 CNPY4 COQ8A COX6A1 CP CPD CRELD1 CRTC3 CS CSE1L CTSC CYB5B CYP51A1 DCAF1 DDIT4 DDT DMPK DMXL2 DNER EFNA2 EGR2 EMC2 EMILIN2 ENO3 ETHE1 EVA1B FADS2 FASN FGR FKBP15 FOXL2 GAB1 GBE1 GLB1 GLYCTK GNG12 GPD2 GPR132 HNRNPA1 HSD17B7 HYAL2 IDI1 IGF2R IL13RA1 IMPDH2 IPO13 JAK2 JDP2 KLF7 LANCL2 LANCL3 LCMT1 LCN2 LPCAT3 MAP2 MAPRE1 MCEMP1 MDH2 MED14 MEGF9 METAP1 MGAT4A MIF MRPL45 MRPS11 MSR1 MTHFD2 MYD88 NCBP3 NDUFS6 NECTIN2 NLRX1 NPL NTAQ1 NUDT19 NUS1 ODC1 OGDH PAFAH1B2 PARK7 PARL PARP3 PCDH7 PDPN PDZD11 PECAM1 PGP PHETA1 PIK3R5 PKM PMVK PPBP PPP1R21 PRELID2 PRELID3B PROCR PRXL2B PSEN1 PSMA7 PSMD10 PSTPIP1 PTGES PTGES2 PTGIR RAB10 RASIP1 RC3H1 RFX5 RGCC RIOX2 RPS6KA4 SCAMP1 SDHD SESN2 SH2B2 SIGLEC7 SLC13A3 SLC25A1 SLC25A10 SLC25A12 SLC37A4 SLC4A7 SLC6A13 SLITRK3 SMAD6 SNF8 SPIDR SPINT2 SRA1 STARD7 STING1 STX12 SUN1 SYN1 TANK TCP10L TIMM10B TM7SF2 TMEM123 TMEM170B TPMT TRAF3 TRAPPC2 TREM1 TRPS1 TUBA4A TUBB TXN TYMS UBAC2 UBXN8 UFSP2 UQCR10 VEGFA VHL VMP1 VPS29 XPNPEP1 ZBTB18 ZDHHC5 ZNHIT1 GSE24026_PD1_LIGATION_VS_CTRL_IN_ACT_TCELL_LINE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24026_PD1_LIGATION_VS_CTRL_IN_ACT_TCELL_LINE_DN ACVR1 ADCK2 ADGRA3 ADH7 AGO3 AHCY AHNAK2 AIFM1 AKR1C2 AMPD2 APOF ARSB ASPM BIRC5 BLMH BMPR1A BTN2A1 BUB1 C1QTNF3 C1orf112 CAND1 CAPN15 CARS2 CCDC25 CCT2 CCT5 CDC25A CDC42SE1 CHEK1 CHST12 COG5 CPZ CRK CSE1L CSTF3 CTCF CUL3 DCTD DDX1 DHX15 DIAPH2 DKC1 DOLPP1 DPP8 E2F1 EDC4 EFEMP1 EFL1 EHBP1 EIF3B EPS15L1 ETNK1 FTSJ3 GALNT14 GARS1 GATAD2A GCFC2 GEMIN4 GLRA3 GLS GMEB2 GPHN GSPT1 HERC1 HERPUD1 HMBS HMGA1 HSPD1 IARS1 INTS15 INVS IP6K1 KANSL3 KDM3A KIDINS220 KIF11 KIF18B KIF20A KIF2C KLK14 KPNA2 LARS2 LEMD3 LRRC59 MAN1C1 MAP3K4 MCM2 MCM6 MCM7 ME2 MFNG MON1B MPHOSPH9 MPRIP MRPL3 MTO1 MTREX MXI1 NAALADL1 NARS1 NCAPD3 NELFCD NFATC3 NPC1 NRF1 NUP107 NUP50 NUP93 OR52A1 OSBP PABPC4 PAK4 PDE3B PDSS2 PFAS PHKA1 PKP4 PLAGL1 PLCB1 PLEKHF1 PMVK POLA1 POLD1 POLR2B PPP6R1 PRC1 PRDM10 PRMT1 PRMT5 PRSS23 PTCD3 RANGAP1 RAP1GDS1 RBM8A RFC1 RIN2 RNH1 RPA1 RPL3L RPS13 RSRC2 SAR1A SDHAP1 SEC61A1 SHLD2 SHMT2 SIN3B SLBP SLC39A14 SLC5A4 SLCO3A1 SMARCA1 SMC2 SMC6 SOCS2 SORD STARD7 STRAP STUM SUN1 TAF5 TAOK3 TATDN2 TBC1D4 TCF3 TDG TDP1 THOP1 TM6SF2 TMEM183A TMEM45A TNFRSF10C TOPBP1 TRAF3 TRAP1 TRIM27 TRIM28 TRMT1 TTK TUBG1 TUBGCP3 TUBGCP4 TWF2 TXNL4B TXNRD1 UBE2Z UQCC1 USP1 USPL1 UTP18 WRN XPO6 YARS1 YTHDC2 ZDHHC6 ZFAND3 ZFYVE26 ZNF207 ZNF236 ZZZ3 GSE24026_PD1_LIGATION_VS_CTRL_IN_ACT_TCELL_LINE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24026_PD1_LIGATION_VS_CTRL_IN_ACT_TCELL_LINE_UP ABCB9 ABHD11 ACOT13 AKR1A1 ALOX5AP ANTXR1 ANXA1 ANXA2 APOL6 ASB4 ATP5PF ATP6V0E1 ATP6V0E2 ATP6V1D B2M B3GNT2 BAMBI BATF3 BBIP1 BCL9 BST2 BTN3A2 C1orf54 CACNA1C CAPNS1 CBR3 CCDC28B CCR1 CCRL2 CD1C CD28 CD3D CD52 CD58 CD63 CDKL1 CERS4 CES1P1 CES2 CGA CHI3L2 CIC CKS2 CLEC2B CLIC1 CNIH3 CNOT7 COBL COMMD3 COX6A1 COX6C COX7B CSAD CST7 DCAF16 DDAH2 DEFB1 DNAI4 DOK2 DYNC2LI1 DYRK4 ECM1 EEF1D EMP3 ENSA ENY2 EPAS1 ERAL1 FAM131B FASLG FBXW7 FDPS FMOD GABARAPL2 GBP1 GMFG GOLT1B GOSR2 GP1BB GPR18 GRB2 GRM2 GSDME GSTK1 GSTO1 GTF2H5 GZMA H3-3B HLA-A HLA-B HLA-C HLA-E HMGCS1 HOXC8 HSD17B7 IFI35 IFI6 IFIH1 IFIT3 IL10RB IL7R IRF1 IRF9 ISG20 ITM2A JARID2 KPTN LAX1 LCP2 LGALS1 LRRC23 LY96 MC3R MED6 MLEC MRPS18A MRPS33 MT1X MT2A MUC7 MXRA7 MYL11 MYL12B NDUFA1 NDUFA4 NMI NMRK1 NOP10 NOSIP NT5E NUDT2 OTOF PACS1 PEX2 PFDN5 PGR PHLDA1 PLAAT4 POLD4 PPM1F PRKCE PSMB10 PSMB8 PSMB9 PSME1 PSME2 PTPRC PTPRO PUS3 RAB27A RBM17 RER1 REX1BD RHOH RLN1 RPL36 RPS18 RPS7 RRAGA S100A10 SCCPDH SCN1A SEC61G SELENOW SH2D2A SH3BGRL3 SHFL SLA SLAMF8 SLC14A1 SLC18A2 SLC25A22 SMAD1 SNRPD2 SOD1 SPA17 STAT1 STAT4 TAP1 TARP TESPA1 TFPT TIMP1 TLX1 TMC7 TMEM50B TNFSF10 TRAC TRBC1 TRIM21 UBE2L6 UBXN1 VIM YPEL1 ZDHHC13 ZFP30 ZNF195 ZNF580 GSE2405_0H_VS_1.5H_A_PHAGOCYTOPHILUM_STIM_NEUTROPHIL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2405_0H_VS_1.5H_A_PHAGOCYTOPHILUM_STIM_NEUTROPHIL_DN ABCB7 ABCB8 ABHD8 ABL1 ACAA2 ACD ANGPTL1 AP4E1 APOOL ATPAF1 BAG5 BARD1 BTF3L4 C2orf68 CACNA2D4 CAND2 CBX2 CCDC125 CCR9 CD247 CD3D CDC40 CDCA4 CDT1 CEP57L1 CHAF1B COPS4 CPA3 CRTC3 CTNNBL1 CWC25 CWF19L1 CYFIP2 DCP1B DDX23 DEF6 DERA DHODH DNAJB1 DNAJC5 DNM2 DYNC1LI1 DZIP1 E2F1 EHMT1 EIF1AD EIF4A3 EIPR1 ELMO1 EPHB6 EXOSC10 FAM78A FANCF FBRS FBXO9 FRAT2 GABPB2 GATAD1 GATD1 GGCX GNB1L GPS2 HCFC1 HIKESHI ICAM2 IL16 IMPA2 IMPDH1 INPP5E IPP ITGA4 JADE2 KARS1 KIF23 KLC3 KLHL6 KYAT1 LAT LETM1 LRRC28 LSM2 LTA4H LYAR LYRM9 MAP4K1 MAPK7 MAST3 MED12 MED27 MED29 MEF2D METTL2B MRPL35 MRPS26 MTA3 MYBL1 NADSYN1 NDOR1 NOL11 NR1H2 NRM NSG2 NSUN5 NUP188 OLA1 ORAI2 OTUD5 OXA1L PADI3 PAG1 PAICS PBX4 PCNX3 PHF23 PIAS2 PIP4K2A PITPNA PKNOX1 PLCXD2 PMS2 POLE2 PRKAB1 PRKD3 PRMT5 PSD4 PSMD8 PTP4A3 PXMP4 PYCARD RAB35 RABGGTA RAD18 RAD52 RAD9A RAE1 RAI1 RASGRP1 RBM19 RGS14 RHOH RNF126 RNF5 RNPS1 RPA1 RPF1 RPS6KB2 RUFY2 SART3 SASH3 SATB1 SH2B1 SH3GLB2 SIT1 SKAP1 SLX4 SMC1A SMUG1 SNAI3 SNX15 SPATA2L STK11 STRN4 SYNRG TACC1 TAF1C TAF1D TAF5L TBC1D10C TBX6 TBXA2R TCF7 TCOF1 TEX261 TIMM22 TJAP1 TLE5 TMLHE TP53I13 TRAPPC12 TRIM56 TRMT12 TTC19 TTI1 TXNDC11 TXNIP TYSND1 UBE2D3 VPS26B WDR24 WRAP73 XPO4 ZAP70 ZBTB2 ZBTB25 ZBTB45 ZCCHC9 ZMPSTE24 ZNF408 ZNRF1 GSE2405_0H_VS_1.5H_A_PHAGOCYTOPHILUM_STIM_NEUTROPHIL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2405_0H_VS_1.5H_A_PHAGOCYTOPHILUM_STIM_NEUTROPHIL_UP ACTN3 ADHFE1 AIF1 ALAS2 ALDOA AMBN AMOTL2 ANKRD45 APBA2 APCS APOC1 AQP1 ARHGEF10L ATG5 ATP5MK AUTS2 AXL BATF3 BOK BOLA2 C1R C20orf96 CAPG CCDC172 CCDC80 CCL28 CD200R1 CD53 CD9 CEBPA CEBPZOS CFB CFD CHCHD10 CMTM3 CNIH3 COL1A2 COL3A1 CPA2 CPT1A CST3 CST6 CSTA CSTB CTSB CTSC CTSV DACT2 DNAJB5 DSTN DTX4 ECEL1 EFNA3 EGFL7 EGFR EHD2 FABP5 FAM241B FAM25C FASN FCGRT FMOD GALNT18 GM2A GNG12 GPRC5C GPX3 GRPR HADH HBB HINT1 HLA-C HMMR HRC HSPB2 HSPG2 HVCN1 IFI27L2 IFIT3 IFITM2 IGSF3 IL2RB ILDR1 INPP5A IRF1 ITM2C KBTBD3 KCNA7 KCNN3 KCTD8 LAMP1 LAP3 LOXL1 LOXL4 LRP6 MAB21L1 MAFB MAN2A1 MCFD2 MGP MISP MMP23B MMP8 MRPL52 MYH11 MYH14 NCF2 NDN NDRG3 NEFM NKD1 NOL6 NOP10 NQO1 NR1H3 NTF3 NTRK2 NUPR1 NXN OLFML1 OLFML2B OMP OSBPL10 PARD6G PC PGM1 PHLDA3 PITHD1 PPA1 PRAMEF12 PRDM6 PRELP PSMB10 PSMB3 PSMB4 PSMB9 PTPRJ PYROXD2 RAB13 RAB3IL1 RAC3 RARRES2 RASSF3 RBP1 RCN1 REXO2 RHBDF2 RIN2 RNH1 RXRA RYK S100A10 S100A11 S100A6 S100A9 SAT1 SCRN2 SCUBE3 SELENOP SERF1A SERPINB1 SFRP4 SH2D4B SHMT1 SIX4 SLC22A7 SLC25A4 SLC35F1 SLC46A2 SLC7A4 SLIT1 SNCA SNW1 SNX10 SPHK1 SPIC SPON2 SPTBN2 STAU2 STEAP3 TAGLN TEX35 TF TMEM176B TMEM256 TMEM61 TNNI2 TP53INP2 TSHR TSPAN31 TTLL8 UNC119 USP18 VEGFC VSTM2L VTCN1 VWA5A WDR43 WDR55 WNT2 GSE2405_0H_VS_12H_A_PHAGOCYTOPHILUM_STIM_NEUTROPHIL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2405_0H_VS_12H_A_PHAGOCYTOPHILUM_STIM_NEUTROPHIL_DN ABAT ABCA9 ABL1 AKAP12 ALDH1A1 ALDH1L1 ALDH7A1 ALS2 ANKRD50 ANKS1A AOX1 APCDD1 ARHGAP11A ARMC8 ARVCF ATAT1 ATP10A B9D2 BAIAP3 BARD1 BCAT1 BIRC5 BLM BRIP1 BRMS1L BSN BUB1B C1orf112 C4orf54 C6orf118 C8orf48 CAMK2A CARD10 CCDC18 CCDC30 CCNE1 CD163 CD27-AS1 CDC45 CDIN1 CENPE CENPP CEP128 CEP70 CKAP2L CLSPN CMSS1 CNTROB CPA3 CXCL12 DCLK2 DCLRE1C DESI1 DGCR6 DNMT3B DUT E2F2 EDARADD EFCAB11 ELP6 EPHA3 FADS2 FAM72A FANCB FOCAD GAS2L3 GEMIN8 GLRB GMNN GNB1L GPT2 GTF2H4 HEMGN HIBADH HOXA1 HTRA3 IFTAP IGF2BP2 IMPDH2 INMT INTS1 IPP KCNH3 KIF20B KIF2C KNSTRN KNTC1 L2HGDH LIG1 LMNB2 LONRF3 LRRC1 LRRC8E MAD2L1 MAGI3 MAP9 MASTL MCUB MDM1 MED18 MELK MNS1 MOAP1 MORC1 MYO5C NDE1 NFE2 NIM1K NMRAL1 NPHS2 NUP133 NUP37 OGN OIP5 ORC6 OSBPL11 PADI4 PAX1 PDCD2L PDE5A PHETA2 PIGH PIMREG PLEKHB1 PLXDC1 PM20D1 PPM1L PPP1R10 PRC1 PRIM1 PRIM2 PRKAR2B PRR11 PRSS23 PTDSS2 PTER PYCR2 QSOX2 RAG2 RALGPS2 RAPGEF5 RCL1 REEP1 RGS12 RPAP1 RRM1 RTKN2 RTTN SASS6 SCN1A SCNN1A SFXN2 SGO2 SHCBP1 SHISA6 SHQ1 SIVA1 SLC47A1 SLC4A4 SLC6A19 SLCO4A1 SMIM13 SPC25 SQOR SRR TAF5 TBC1D31 TBL2 TEDC1 TENM1 TFDP2 THEMIS TIMM44 TPX2 TREML4 TRIM32 TRIP13 TRMT12 TSPAN2 TTC12 TTC26 TTF2 TUBE1 UMODL1 VANGL2 VASH1 VAT1 WDHD1 WEE1 XIST XRCC6 ZC4H2 ZDHHC14 ZFYVE21 ZMPSTE24 ZNF239 ZNF518B ZNF667 ZNF764 GSE2405_0H_VS_12H_A_PHAGOCYTOPHILUM_STIM_NEUTROPHIL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2405_0H_VS_12H_A_PHAGOCYTOPHILUM_STIM_NEUTROPHIL_UP ACTN2 ADCK5 ANXA6 AP1G2 ARHGAP1 ARHGAP20 ARHGEF18 ARL6IP5 ARMC7 ARPC5L ARRB2 ASAP1 ATAD3A ATP1B3 B3GALT4 B4GALNT1 BCL2 BIN1 C3orf80 C8orf76 CAPG CARD11 CARD6 CAST CCDC88C CCND2 CCR7 CCR8 CD200 CD200R1 CD48 CD7 CD82 CHCHD10 CHD7 CMPK2 CMTR1 CNN2 COL23A1 COTL1 CRLF2 CRTAM CRYBG1 CST7 CTSW CYTH4 DAP DAPL1 DDC DDX60 DENND2D DNAAF4 ECM1 EEIG1 EGR2 EHD3 ENC1 ENTREP3 EPHX1 FAAH FAM118A FAM3C FLT3LG FMNL3 FOXO1 FOXP3 FRMD8 GADD45G GALNT10 GALNT6 GDPGP1 GIMAP7 GLIPR2 GM2A GNG2 GPR146 GPR18 GPR65 GPRIN3 GRK6 HLA-B HS3ST3B1 HVCN1 ID2 IER5 IFI35 IFIT3 IGF2R IGFLR1 IKZF4 IL21 IL2RB IL6R INPP1 INPP5B IPO4 IRF4 IRF7 IRF9 ITGAE ITGB2 ITGB3 IZUMO1R JAK3 KLF2 KLHL25 LACTB LY9 MAP3K3 MLLT6 MYD88 MYO6 N4BP2L1 NAB2 NFATC2 NFKB1 NKG7 NOD1 NR4A1 NXPE3 OASL PACS2 PACSIN1 PARP14 PARP3 PCBP4 PGLYRP2 PIGS PML POLR1B PPP1R13B PPP1R18 PRDX6 PRF1 PRKCH PSEN2 PSME2 PTGER2 PTGFRN PTGIR PXYLP1 PYROXD2 QSOX1 RAP1B RASA3 RASAL3 RCAN3 RELB RETREG1 RFLNB RFTN1 RGS1 RGS19 RIGI RIN3 RSAD2 RUNX3 S1PR1 S1PR4 SCAMP3 SELL SEMA4A SEMA4F SGMS1 SLC39A14 SLFN5 SMAD7 SPN ST3GAL2 ST6GAL1 STAT1 STING1 STK24 TAP1 TAPBP TESC TGFBR2 TLR1 TMEM63A TMEM64 TNFRSF1B TNFRSF4 TNFSF11 TOX2 TRAPPC14 TREML2 TRIB2 TRIM14 TRIM26 TRIO TRPM1 TSPAN31 TSPAN9 UTP14A VSIR XAF1 XCL1 ZCCHC12 ZNF467 GSE2405_0H_VS_24H_A_PHAGOCYTOPHILUM_STIM_NEUTROPHIL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2405_0H_VS_24H_A_PHAGOCYTOPHILUM_STIM_NEUTROPHIL_DN ACVR2A AEBP1 AFF1 ALDH5A1 ALOX5AP APEX1 APOD ARHGAP24 ATAD5 ATP13A2 BAIAP2L1 BEX1 BMP2 BRCA2 C1orf112 C2 CACHD1 CACNB2 CASS4 CAVIN1 CCDC181 CCDC77 CCL17 CCNE1 CD40 CD99L2 CDC14B CDCP1 CDK20 CDS1 CENPE CENPF CENPO CEP95 CFH CFP CHST11 CLDN5 CLEC10A CLIC4 CLK3 CNTLN COL6A1 CREB3L2 CRYAB CRYZ CSRP2 DDR1 DENND4C DEPDC1 DESI1 DGKE DHX37 DMPK DNA2 DNAJC6 DNAL1 DNTT DOCK7 DPYD DSC3 DTL DUSP3 E2F8 EFS EGLN3 ENDOU ENTPD1 ESAM ETV1 FBLN5 FCMR FCRLA FNDC3B FOXM1 FOXN1 FRMD4B FUCA2 GCAT GCNT1 GDPD5 GPATCH2 GRHL1 GRIA3 HAGH HTRA2 IFT57 IFT81 IKBIP IL18BP INHA IQSEC2 IRS1 KCTD18 KIF24 KIF2C KLHDC10 KY LIG4 LONRF1 LRP1 LRR1 LRRK1 LTBP2 MAPK10 MEDAG MFSD12 MICALL2 MMP2 MMP9 MOB1B MOSPD2 MSANTD2 MYO9A NEK2 NIBAN2 NOTCH3 NUDT12 PAPSS2 PARPBP PAWR PGPEP1 PGR PHF13 PHKA1 PLA2G4A PLCD1 PLIN2 PMP22 PPM1E PRIM2 PRKD1 PRNP PROCR PROKR2 PSTPIP2 PTPN13 PTPN14 PTPN21 PTPRE PTPRM PTTG1 PXDN PYGL RAB12 RAD51AP1 RAD54L RBBP8 RBM20 REEP3 RHOBTB1 RMDN3 RNF157 RNF180 RNF216 RRAGD SEMA4C SEPSECS SEPTIN4 SEPTIN8 SERPING1 SGO2 SHCBP1L SHISA2 SHISAL1 SIVA1 SKP2 SLC25A53 SLC43A2 SNX24 SPARC SPO11 SRXN1 STARD8 STIL SULF1 SYT13 TBC1D23 TBL2 TCF4 TEC THRA TIMP3 TLE1 TLE2 TLR3 TMEM107 TMEM150C TMPRSS4 TPD52L1 TPPP TPX2 TSGA10 TUSC1 VLDLR WWC2 ZMYND12 ZNF35 ZNF711 ZNF771 GSE2405_0H_VS_24H_A_PHAGOCYTOPHILUM_STIM_NEUTROPHIL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2405_0H_VS_24H_A_PHAGOCYTOPHILUM_STIM_NEUTROPHIL_UP ABRACL ACSL5 ACTB ACTG1 AEBP2 AKR1A1 ANP32B ANXA2 APOBR ARF6 ARPC2 ARPC3 ATP5MG ATP6V1C1 BACH2 BRK1 BTF3L4 C12orf57 C3 CAPRIN1 CARD6 CCT4 CD68 CHCHD2 CLU COPZ1 CORO1A COX5A COX6A1 COX6B1 CSNK1A1 CXCL16 DAP DAZAP2 DECR1 EEF1B2 EEF1G EIF3E EIF3H EIF3I EIF4B EIF4G2 ESD FABP5 FCER1G FCRL1 FERMT3 FXYD5 GDI2 GHITM GIMAP8 GYPC HADHA HCLS1 HINT1 HNRNPA3 HNRNPC HNRNPDL HNRNPF HNRNPK HSPA5 HSPA8 HSPE1 IFIH1 IFITM2 IRF4 ISG15 ITGB1BP1 ITM2C KRT7 KRT77 KSR1 KXD1 LASP1 LCK LIMD2 LY86 LY9 MAP1LC3A MFF MORF4L1 MRFAP1L1 MYL6 NDUFA1 NDUFC2 NDUFS5 NPC2 NPM1 NTAN1 NUP210 OAS2 OAZ1 PDHB PDLIM1 PHYH PIM2 PPIA PPP1CC PRDX1 PRDX5 PSMA1 PSMB10 PSMB4 PSMD4 PSME1 RACK1 RAN RAPGEF6 RBBP7 REXO2 RNASET2 RPL10 RPL11 RPL12 RPL13 RPL13A RPL14 RPL17 RPL18 RPL18A RPL19 RPL22 RPL22L1 RPL23 RPL23A RPL24 RPL26 RPL27 RPL27A RPL28 RPL3 RPL30 RPL31 RPL34 RPL35 RPL36 RPL37 RPL37A RPL38 RPL39 RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL9 RPLP0 RPLP2 RPS10 RPS11 RPS14 RPS15A RPS16 RPS18 RPS19 RPS2 RPS21 RPS23 RPS25 RPS26 RPS27 RPS29 RPS3 RPS3A RPS4X RPS5 RPS6 RPS7 RPS8 RPS9 RPSA S100A6 SEM1 SET SNHG8 SNRPG SOD1 SUB1 TBCA TGIF2 TKT TM9SF2 TM9SF3 TMA7 TNFAIP8L2 TPM3 TPT1 TRMT112 TUBA1B UBE2D3 UBE2L3 UBXN8 UQCRB UQCRHL VDAC3 YBX1 YWHAE ZBP1 ZNF296 GSE2405_0H_VS_3H_A_PHAGOCYTOPHILUM_STIM_NEUTROPHIL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2405_0H_VS_3H_A_PHAGOCYTOPHILUM_STIM_NEUTROPHIL_DN ABCC2 ABCC8 ACAD10 ACRV1 ADA ADAMTS16 ADAMTS17 ADAMTSL4 ADAT1 ADCY10 ADGRB3 ADGRG2 ADGRG3 ADGRV1 ADH1B AFM AGT AHSP AKAP12 ALS2CL AMACR AMOT AMTN ANGPT4 ANKK1 ANKRD18A ANKRD30B ANKRD42 APCDD1 APLNR APOL5 ARL13A ARL4A ARRDC3 ART4 ASCL4 ASIC3 ASPRV1 ASTL ATG16L1 B3GALT5-AS1 BARHL2 BATF2 BHMT BHMT2 BMAL2 BPIFA3 BRD7P3 C1QTNF1 C1QTNF2 C1R C1S C22orf46P C4BPA C6orf141 CACNA2D1 CAMK4 CAPN7 CASS4 CBFA2T3 CCER1 CCNB2 CD1D CD200R1 CD226 CDC25A CDH1 CDH12 CDHR2 CDKN2AIPNLP1 CDO1 CDX2 CELSR1 CEP131 CEP250 CHD5 CHEK2 CHML CHRNB2 CIBAR2 CILP CLEC2B CLEC4F CLIC4 CLSTN2 CLXN CMA1 CMTM2 CNGA2 CNKSR3 CNOT6L CNR1 COBL COL13A1 COL4A2 COL8A2 COLEC11 CRIM1 CRYBB2 CSF3R CST1 CSTL1 CXCL10 CXCL11 CYP1B1 CYP4A22 CYP4B1 CYP4F3 DAG1 DDX39B DDX6 DEFA6 DEPDC1B DES DGKK DHRS7B DIPK1C DLGAP2 DMGDH DNAH14 DNAH9 DNAJB8 DNAJC9 DOCK10 DPT DQX1 DRC7 DSCR8 DSG1 DSG3 EBF1 EDA EFS EGR2 ELOVL3 EME1 ENPP5 ENPP6 EPGN EPHA4 EVPL EYA1 FAM209B FAM24A FAM90A1 FER1L5 FETUB FMN2 FOXI1 FSCB FSHR FSTL3 FUT5 G6PC1 GABRR1 GALNT13 GASK1A GFRA3 GGTA1 GGTLC1 GHR GJB3 GLRA1 GLYAT GNG11 GP1BA GPR148 GRB7 GSTA5 H1-8 HAS2 HCAR2 HCAR3 HCG4 HDX HNF1B HSD3B7 HSP90B1 HSPB7 HYAL2 IZUMO1R LINC00518 LINC00649 LINC00898 LINC02868 LLCFC1 MCEMP1 METTL24 NYAP1 PLAAT1 RHEX RIPOR2 RPP38-DT SPATA6L STKLD1 TBC1D22A-AS1 TRABD2A UTP25 GSE2405_0H_VS_3H_A_PHAGOCYTOPHILUM_STIM_NEUTROPHIL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2405_0H_VS_3H_A_PHAGOCYTOPHILUM_STIM_NEUTROPHIL_UP ABHD4 ACTG2 ADAMTS9 ADM ALAS1 ALOX5AP AMOTL1 AOC1 APLP2 AQP1 ASNS BCAR3 BGN BLNK BOC BSPRY C2 CACHD1 CADM4 CASP1 CASP4 CBR3 CCL22 CCND1 CDCP1 CDH1 CHST11 CIITA CLDN7 COL1A2 COL4A1 COL6A3 CPT1C CRIP3 CSF2RB CST3 CTNND1 CTNND2 CTTN CTTNBP2NL CYBB DAAM1 DAPK2 DECR1 DLG2 DOCK7 DPT DSCAML1 DSTN DUSP4 ECSCR ERLIN2 ETV6 EXOC3L4 FAM3D FAM89A FCGR2A FFAR4 FGD5 FGFR2 FNBP1L FNDC3B FOXN1 FXYD6 GALNT18 GDPD5 GJA4 GMPR GNA14 GNB4 GNG11 GPC1 GPX8 GRK5 GSTM3 GSTT1 HEY1 HFE HTR7 HTRA1 HUNK IFITM2 IGDCC4 IGFBP3 IGFBP7 IL11RA IL13RA2 IL15 IL18 IRF5 KCTD12 KDELR1 KIAA0930 KIAA1614 KRT20 KRT5 LAIR1 LAMC2 LAMP2 LARGE1 LARP6 LGR4 LIPH LPAR1 LPCAT2 LRRK2 LTBP2 LUZP1 LY6H LYN LYPD2 LZTS2 MAPK13 MCCC1 MCF2L ME1 MFGE8 MISP MMP2 MMP23B MSC MT2A MYH11 NAPSA NCF2 NCKAP1 NFKBIA NKAIN4 NRARP NXN OCIAD2 OLFML1 OLFML2A PALD1 PAX1 PCLO PDPN PHLDA3 PKP1 PLA2G4A PLB1 PLBD1 PLCG2 PLD4 PLS3 PLSCR1 PLTP PROS1 PRRG3 PTPN3 PTPRZ1 PXDN PYGL RAB11FIP5 RAB34 RAI14 RBP1 RHOJ RNF144B RNF19B ROGDI RRAS S100A1 S100A11 SAA2 SEMA6D SERPINB1 SERPINE1 SERPINE2 SERPING1 SH3TC2 SHISA4 SKAP2 SLC46A2 SLC4A11 SLC7A7 SOD1 SOWAHB SPARCL1 SPINT1 SWAP70 SYNGR2 TGM2 THEMIS2 TIFA TIMP1 TM4SF5 TMEM176B TMEM26 TMEM51 TOR3A TRIM29 TRIM47 TSC22D1 TTC39A TTN TXNDC17 VASH2 VCL YAP1 GSE2405_0H_VS_6H_A_PHAGOCYTOPHILUM_STIM_NEUTROPHIL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2405_0H_VS_6H_A_PHAGOCYTOPHILUM_STIM_NEUTROPHIL_DN ABHD17A ACOX3 ACRV1 ACSS1 ADA ADAMTS16 ADAMTS17 ADAMTSL4 ADH1B AHI1 AKAP12 ALG8 ALKAL2 ALS2CL AMACR AMER2 AMOT AMTN AMZ2 AMZ2P1 ANGPT4 ANKRD24 ANKRD42 ANP32A APCDD1 APOL5 ARL13A ARL13B ARMC7 ARMCX1 ASAP3 ASIC1 ASPRV1 ATF1 ATG3 ATP5PF B3GALT5-AS1 BABAM1 BAHCC1 BATF2 BHLHA9 BHMT BHMT2 BICDL1 BMF BOD1 BOLA3 BPIFA3 C11orf42 C15orf32 C1QL4 C1QTNF2 C1QTNF8 C1orf131 C4BPA C9orf40 CABCOCO1 CALHM6 CALML6 CALR3 CAMK2A CAMK4 CASP7 CASS4 CBX8 CCDC178 CCDC190 CCDC47 CCDC61 CCDC96 CCND3 CD200R1 CDC14A CDC14C CDC25A CDH1 CDHR5 CDK4 CDKN1C CENPV CEP131 CFAP45 CHORDC1 CIAO2A CLEC2B CLXN CNGA2 CNN2 CNR1 COL20A1 COL9A2 COLEC11 COPZ2 COX7C CPXM1 CRIM1 CRNN CSPP1 CSTL1 CTCFL CTSB CTSF CTSO CWF19L1 CXCL10 CXCL11 CXCR5 CYP1B1 CYP27B1 CYP39A1 CYP4F3 DAP3 DEFA6 DHRS7B DHX58 DIMT1 DLC1 DLEC1 DLG1 DMGDH DNAJB2 DNAJC1 DNAJC22 DNAJC24 DPT DUT DVL3 EBF1 EFHD1 ELANE ENOX2 EPB41L2 EPC2 ERGIC1 EVC2 EYA1 FA2H FAM180B FAM181A FAM89B FAM90A1 FARP1 FDCSP FECH FETUB FEZ2 FGR FKBP4 FMN2 FOSL1 FOXC1 FOXE1 FOXI1 FRS3 FST FUT2 FUT5 G6PC1 GAB1 GABRB3 GABRR1 GAL3ST3 GEMIN5 GGTA1 GHDC GHR GIN1 GINS1 GJB3 GKAP1 GLRA1 GLRA3 GLRX5 GMPR2 GNAI1 GNAQ GNG11 INSYN2A KNOP1 LINC00898 LINC02868 MCEMP1 MFSD12 MIX23 NELFB NOCT PGGHG PRR30 PSME3IP1 RIPPLY3 SDHAF3 SHLD1 SMIM2 TMA16 TMEM255A TRABD2A ZFAND4 ZFHX3 GSE2405_0H_VS_6H_A_PHAGOCYTOPHILUM_STIM_NEUTROPHIL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2405_0H_VS_6H_A_PHAGOCYTOPHILUM_STIM_NEUTROPHIL_UP CPLANE2 EMC6 MRM3 NEMP2 PIP4P1 PPP1R1C PPP1R26 PPP1R9B PPP4C PPP4R2 PRDX3 PRDX4 PRKAG2 PRKCD PRKCG PRMT2 PROCR PRPS1 PRRG3 PSMA1 PSMB7 PSME4 PTBP1 PWWP2A RAB34 RAB39B RAB3GAP1 RAB5C RAMP3 RAP1GAP2 RAPGEFL1 RBM43 RCCD1 RFX5 RHBDF1 RHOF RIF1 RIN1 RMND1 RNASET2 RNF7 RPA2 RPS20 RPS4XP21 RPS6 RRAGD RSBN1L RTF1 RUVBL1 RXRA RXYLT1 SACS SALL2 SCML2 SEC14L1 SENP2 SERPINE1 SERTAD3 SESTD1 SET SETD5 SETDB2 SFT2D3 SGMS1 SH3GL1 SH3YL1 SHCBP1L SIRT5 SKAP1 SLC15A4 SLC35A1 SLC37A3 SLC39A1 SLC39A3 SLC3A2 SLC4A1AP SLCO3A1 SMARCA4 SMC4 SMU1 SMURF1 SMYD3 SNAP91 SNORA33 SNORA54 SNORA5A SNORD38A SNORD42A SNORD54 SNORD63 SNRPD2 SNRPE SNW1 SNX17 SNX5 SOD2 SP1 SPATA20 SPI1 SQLE SRCIN1 SRI SRSF12 STAM2 STAR STK11IP STX8 STYXL1 SUGT1 SUMO3 SUN2 SUZ12P1 SYNJ2BP SYTL3 TAFAZZIN TAS2R46 TAX1BP1 TBC1D12 TBC1D24 TBC1D4 TCIRG1 THAP9 THOC7 TKT TLE4 TLX2 TMEM141 TMEM14A TMEM14C TMEM223 TMEM237 TMEM69 TMEM9B TNFRSF19 TNFSF8 TNIP2 TOMM20 TOR1A TPST2 TRA2A TRAF3 TRIM38 TRMT2A TRUB1 TSPAN5 TSPYL4 TSPYL5 TTC22 TTC23L TUBA1B TULP1 TXN TXNDC15 TXNL1 U2AF1 UAP1L1 UBE2I UBIAD1 UBR7 UFD1 UNC119B URB2 UROS USHBP1 USP20 USP42 VIM VPS18 VRK2 VTRNA1-2 WNT5A WWC3 XPA XRCC5 XRN1 ZBTB22 ZBTB34 ZBTB39 ZBTB43 ZMAT2 ZNF106 ZNF148 ZNF34 ZNF341 ZNF473 ZNF484 ZNF621 ZNF664 ZNF672 ZNF70 ZNF705A ZNF714 ZNF746 ZNF781 ZNF85 ZNF879 ZNHIT6 ZNRF2P1 ZRANB1 GSE2405_0H_VS_9H_A_PHAGOCYTOPHILUM_STIM_NEUTROPHIL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2405_0H_VS_9H_A_PHAGOCYTOPHILUM_STIM_NEUTROPHIL_DN ACTB ACTG1 ACTR3 AKR1A1 ANXA2 ARF1 ARL6IP1 ARPC2 ARPC3 ATP5F1C ATP5MC3 ATP5MG ATP5PB ATP5PO ATP6V1G1 B2M C1QBP CAPZB CCT5 CD247 CD3G CDC123 CDK2AP1 CHCHD2 CHST10 CHTOP CKS2 CNBP CNP COX5A COX6A1 COX6B1 CSNK2B CTSV CWC15 CXCL12 CYB5A DAZAP2 DCUN1D5 DDX5 DNTT DYNLT1 EEF1B2 EEF1G EIF3H EIF3I EIF4A1 EIF4B EIF4G2 ETS1 FABP5 GDI2 H2AZ1 HADHA HINT1 HMGB1 HNRNPAB HNRNPC HNRNPU HSP90AA1 HSPA8 IGHM KPNA2 KXD1 LAPTM5 LCK LDHA LDHB LIMD2 MCM7 MIDN MKI67 MRFAP1L1 MRPL30 NDUFA1 NDUFB6 NFATC3 NPM1 NUCKS1 NUDT21 NUDT3 NUTF2 OAZ1 PABPN1 PAM16 PCLAF PCNA PPIA PPP1CC PPP2R5A PRDX1 PRKAR1A PSMA1 PSMA6 PSMC3 PSME1 PTP4A2 RAB2A RACK1 RAN RAP1B RBBP4 RBM38 RBMXL1 RFC3 RGCC RPA3 RPL10 RPL11 RPL12 RPL13 RPL13A RPL14 RPL17 RPL18 RPL18A RPL19 RPL22 RPL22L1 RPL23 RPL23A RPL24 RPL26 RPL27 RPL27A RPL28 RPL3 RPL30 RPL31 RPL34 RPL35 RPL36 RPL37 RPL37A RPL38 RPL39 RPL4 RPL5 RPL6 RPL7 RPL7A RPL9 RPLP0 RPLP2 RPS10 RPS11 RPS14 RPS15A RPS16 RPS18 RPS19 RPS2 RPS21 RPS23 RPS25 RPS26 RPS27 RPS27L RPS29 RPS3 RPS3A RPS4X RPS5 RPS6 RPS7 RPS8 RPS9 RPSA RRM2 SDHD SELENOP SELENOW SERBP1 SKIC2 SLC25A6 SLC6A19 SMARCC2 SMARCD2 SNRPG SRSF2 SRSF3 STMN1 TBCA TKT TMA7 TPM3 TPT1 TRAF4 TRAPPC3 TUBA1B TUBB TXN UBE2D3 UBE2L3 UBXN8 UQCRB VCP YBX1 YWHAZ ZSCAN2 GSE2405_0H_VS_9H_A_PHAGOCYTOPHILUM_STIM_NEUTROPHIL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2405_0H_VS_9H_A_PHAGOCYTOPHILUM_STIM_NEUTROPHIL_UP APOD CPNE3 KMT5A MRM3 ODAD4 PDHB PDLIM3 PDX1 PDXK PELI3 PEX19 PHF19 PHF21B PHF8 PHTF1 PHTF2 PIGF PIP5K1B PKN1 PLEKHM2 PMAIP1 PNKP POM121L12 POP5 POU2F2 POU4F1 PPIAP26 PPIF PPP1R15A PPP3R2 PRDX3 PRKAG2 PRKCD PRPF8 PRPS1 PRSS27 PRSS30P PRSS33 PRSS36 PSMA1 PSME4 PTS RAB39B RAB3GAP1 RAD54L2 RALGDS RAP1GAP2 RAPGEFL1 RARRES1 RD3 REC8 RECQL4 REEP3 RFX5 RGS9BP RHBDF1 RIF1 RIMS3 RNASET2 RNF145 RNF34 RRP1B RSBN1 RSBN1L RTF1 RTTN SACS SCN1A SCN7A SCUBE3 SERTAD3 SESN2 SESTD1 SETD5 SGMS1 SH3BP5 SH3GLB1 SH3YL1 SHCBP1L SHISA7 SIAH3 SLC10A6 SLC25A45 SLC29A2 SLC31A1 SLC35F2 SLC37A3 SLC3A2 SLC43A1 SLC4A1AP SLC4A5 SLC6A20 SLC9A4 SLC9C2 SLCO3A1 SLX4 SMARCA1 SMARCA4 SMC4 SMTNL2 SMU1 SNAP91 SNORA14B SNORA33 SNORA51 SNORD38A SNORD53 SNORD6 SNORD63 SNX17 SNX25 SP1 SP3 SPACA4 SPATA20 SPATS1 SPOCD1 SPPL3 SPRR2E SPRYD7 SRSF11 SRSF12 SSH2 STAM2 STK17B SUGT1 SUV39H1 TAAR5 TAF12 TAFAZZIN TBC1D20 TBC1D24 TBC1D4 TCIRG1 TDRD12 TEX9 TGFB3 THAP4 TKT TLR5 TLX2 TM4SF20 TM4SF5 TMEM132E TMEM14A TMEM176B TMEM212 TMEM81 TMPRSS3 TNFRSF13B TOX2 TPPP2 TPST2 TRA2A TRAF3 TRAV8-3 TRIM38 TRMT2A TRMT61A TUBA1B TUBB2A TXN TXNDC16 TYW1B U2AF1 UAP1L1 UBIAD1 UBL3 UNC119B USHBP1 USP20 VCL VIM VMAC WNT5A XDH XRCC5 YTHDC2 ZAR1L ZBED5 ZBTB43 ZNF106 ZNF329 ZNF396 ZNF45 ZNF484 ZNF620 ZNF621 ZNF648 ZNF672 ZNF749 ZNF781 ZNF808 ZNF841 ZNF85 ZRANB1 ZRANB3 ZSCAN12 GSE2405_HEAT_KILLED_LYSATE_VS_LIVE_A_PHAGOCYTOPHILUM_STIM_NEUTROPHIL_24H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2405_HEAT_KILLED_LYSATE_VS_LIVE_A_PHAGOCYTOPHILUM_STIM_NEUTROPHIL_24H_DN ABCA9 ABCC9 ABTB3 ACACA ADAMTS2 ADRB1 AFAP1L2 AKAP5 ALAD APLP2 ARFGAP1 ARMC8 ASCC2 ATAD3A ATAT1 ATG9A AVEN BBS1 BCAT1 BLTP3A BORA BRCA2 BTNL9 C4orf54 C7orf50 C8orf76 CA12 CA7 CACHD1 CARD10 CCDC141 CCDC25 CD200 CDC25C CDIN1 CDK12 CDS2 CEP128 CEP290 CGAS CIT CKAP4 CNKSR3 COG7 COPS7B CPNE2 CRCP CTSE CYB561 CYB5R1 DDX31 DMRT3 DPAGT1 DPEP1 DUS3L DUSP3 E2F7 EEF1AKMT1 EFEMP1 EPCAM ERG ERGIC1 FAM234A FANCM FBXL20 FEN1 FOXG1 FRS3 GAB1 GLI2 GPATCH1 GPATCH2 GSS HDAC11 HEMGN HOXA1 HTRA3 IER3 IGF2BP2 IMPDH2 IQGAP3 JMJD8 KAT14 KATNAL1 KAZALD1 KBTBD13 KCNH3 KHSRP KIF1B KLHDC9 KLHL22 KRBA1 LACC1 LGI2 LOXL1 LPAR2 LRPAP1 LYNX1 MAP9 MAPKAPK3 MAPRE2 MBLAC2 MED18 MID1 MMP2 MTAP NEK3 NEO1 NMT2 NPNT NRCAM NUP188 OSBPL1A PCOLCE PDGFRB PENK PGD PHACTR2 PIEZO1 PIGO PLAGL1 PLCG2 PLEKHG1 PLK2 PMF1 PML POLD3 POLR3A POLR3E POLR3K PRDM10 PRSS23 PTDSS2 PTER PTPN13 PTPN21 PTPRK RAB34 RAB38 REEP1 RGS12 RHOU RIMBP3C RINT1 RPAP1 RPS6KA6 RUSF1 SAMHD1 SBSN SCARA3 SCRT2 SEMA4A SH3PXD2B SLC20A2 SLC39A11 SLC39A14 SLC5A9 SMYD4 SPATA5 SPATS2 SPTLC1 SRR STXBP1 SUGP2 SYK TAMALIN TARS2 TBC1D24 TBL2 TEDC1 TERT TFDP2 THG1L TIAM1 TIMM44 TM7SF2 TMEM107 TMPRSS2 TRIP6 TRMT61A TRPC1 TSPAN9 TSPOAP1 TSR1 TXNRD3 UNG URGCP UTP14A VANGL2 VAT1 VWA8 VWCE WDR90 XIST XRCC3 YJEFN3 ZDHHC14 ZDHHC24 ZNF518B ZNF764 GSE2405_HEAT_KILLED_LYSATE_VS_LIVE_A_PHAGOCYTOPHILUM_STIM_NEUTROPHIL_24H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2405_HEAT_KILLED_LYSATE_VS_LIVE_A_PHAGOCYTOPHILUM_STIM_NEUTROPHIL_24H_UP AADAC ABCC1 ABHD4 ACTG2 AHNAK ALAS1 ALCAM ANGPTL2 ANXA1 ANXA2 ANXA4 APLP2 ARHGAP44 ARHGEF16 ARNT2 ASNS ATP6V0B ATRNL1 AXL BCL2A1 C2 C3 CACHD1 CASP4 CCDC90B CCL22 CCL5 CD68 CD83 CD86 CDC42EP3 CDH1 CHST11 CLEC7A CLU COL4A2 COPZ2 CSF1R CSRP2 CST3 CSTB CTBP2 CTNNA1 CXCL9 CYB561A3 CYFIP1 DBNDD2 DECR1 DOK1 DUSP3 DUSP4 EFHD2 EHD4 EML6 ESRP1 FABP5 FCER1G FN1 FNDC3B FOXN1 FSCN1 GADD45B GALNT18 GJA1 GMPR GNB3 GNB4 GNG11 GNS GPC1 GPX1 GRB10 GRK5 GRN GSTT1 HEXB HEY1 HFE HIP1R HLA-DOA HLA-DQA1 HMGN3 HPGD HSD3B7 HSPA1B HTRA1 ICAM1 IFI30 IFITM3 IFT43 IGFBP3 IGKC INF2 IRF6 IRF8 ISCU ITM2C JCHAIN KCTD15 KIAA0930 KRT5 KRT7 LAMC2 LGALS3 LIPH LITAF LONRF1 LPCAT2 LRP1 LRRK1 LY6D LY86 MAGED1 MAP1LC3A MAP3K20 MARCKSL1 MCF2L MFGE8 MGP MISP MMP23B MMP9 MS4A7 MYH11 NAPSA NCF2 NEK6 NRP2 NUAK1 OGFRL1 P2RX4 PALLD PAPSS2 PARD6G PARM1 PFN2 PGAP4 PKP1 PKP4 PLAAT3 PLAGL1 PLD4 PLEK PLIN2 PLPP1 PLTP PMP22 PRNP PRR13 PSAP PSTPIP2 RBP1 RELB RGS12 RGS5 RHBDL3 RNF19B RNF216 RNH1 ROGDI S100A4 S100A6 SCG5 SERPINB1 SERPINB9 SFRP1 SHISA4 SKAP2 SLC44A1 SLC6A4 SLC6A8 SLCO2A1 SMAD1 SOWAHB SPECC1 SRGN ST14 STAP2 STX7 SWAP70 SYNGR2 TAGLN TBATA TEC TMC4 TMEM176A TMEM26 TMEM51 TNFAIP2 TP53INP2 TPM2 TRIM29 TSC22D1 TSPAN3 TTC39A TTC39C USP18 VCL WFDC2 WFIKKN2 GSE2405_HEAT_KILLED_LYSATE_VS_LIVE_A_PHAGOCYTOPHILUM_STIM_NEUTROPHIL_9H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2405_HEAT_KILLED_LYSATE_VS_LIVE_A_PHAGOCYTOPHILUM_STIM_NEUTROPHIL_9H_DN ABCB9 ABHD8 ACAA2 ACYP1 ADGRG3 ANP32E AP3B2 ARFIP2 ARHGAP1 ARHGAP30 ARHGDIB ARHGEF6 ARL16 ATF1 B3GALT4 BABAM2 BAG5 BAIAP3 BDH1 BORCS8 BTF3L4 C8orf58 CAND2 CAP2 CARD6 CASP6 CCDC125 CCDC30 CCR4 CCR9 CD160 CD200R1 CD247 CD37 CD3D CD8A CD8B CD96 CDC25A CELF5 CEP57L1 CFAP298 COL23A1 COX18 CPA3 CRY1 CTSW CXXC1 DDX18 DERA DNAJB1 DNAJC19 DNTTIP1 DOCK8 DRG1 DYNC1LI1 DZIP1 EGR2 EML2 ENTREP3 EPHB6 EPHX1 ERC1 FASN FBXO9 FERMT3 FLT3LG GART GATD1 GEMIN5 GEMIN8 GIMAP1 GIMAP6 GLMN GOT1 GPR18 GPS1 GSKIP GSTK1 GTPBP3 GTPBP8 GZMA HAUS7 HCLS1 ICAM2 INPP5E IPP IQGAP2 ITM2A ITPRIP JMJD8 KAT5 KAT8 KBTBD4 KLF13 KLHL6 KLK8 KRI1 LCK LEPROTL1 LETM1 LIME1 LRRC28 LTA4H LY9 LYRM9 MAF1 MAP3K3 MED27 METTL23 METTL2B MTA3 MTHFD1L MUS81 MYNN N4BP2 NME7 NOL11 NT5C2 NT5C3B OXA1L PADI3 PAIP2 PES1 PGLYRP2 PHF23 PIAS2 PIK3CG PIK3IP1 PITPNA PJA1 PLD3 POLR1B PPP2R1B PRF1 PRKAB1 PRKCH PRMT5 PYCR2 QSOX1 RAB35 RAB37 RABGGTA RAD52 RAE1 RAMAC RASGRP2 RCCD1 RCL1 RGS14 RHOH RNPS1 RPA1 RPF1 RSU1 RUNDC3B SCAMP3 SELL SFXN2 SIT1 SKAP1 SLC16A5 SLC35B4 SLC35F2 SMARCAL1 STAP1 STK24 SURF6 SUSD1 TBXA2R THEMIS TMEM108 TMEM164 TMEM60 TMLHE TNNT1 TRAF4 TRAPPC12 TTC19 TUBA4A TXK TXNIP UBASH3A UBE2D3 UBE2Q1 UNC5CL UROD USP42 VPS26B WRAP73 XPO4 XRCC6 YME1L1 ZAP70 ZBTB25 ZC3HC1 ZC4H2 ZCCHC12 ZNF277 GSE2405_HEAT_KILLED_LYSATE_VS_LIVE_A_PHAGOCYTOPHILUM_STIM_NEUTROPHIL_9H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2405_HEAT_KILLED_LYSATE_VS_LIVE_A_PHAGOCYTOPHILUM_STIM_NEUTROPHIL_9H_UP ADA ADAM12 ADGRG1 AGFG2 ALDH7A1 ANGPTL2 ANKRD50 ANXA2 AQP11 ARPP21 ASF1B ASPM ASRGL1 AURKA BANK1 BID BUB1B C12orf75 C3 CAMKK1 CCNB2 CD83 CD8A CD93 CDC20 CDC25C CDC45 CDC6 CDCA5 CDCA8 CDK2AP1 CDKN2C CENPE CENPF CERK CHCHD6 CKAP2 CKAP2L CKS2 CLIC4 CLK3 COL4A1 CRIP2 CSF1R CSTB CTSH CTSV CXCL12 CXCR4 CYB5A DAB2IP DEPDC1B DESI1 DGKE DHRS3 DIRAS2 DMRT2 DNAJC6 DNTT DSTN DUT DYNLT1 E2F7 ENDOU EPB41L3 ETS2 EXO1 FABP5 FBXL12 FCER1G FEN1 FGR FKBP5 FOXN1 GABARAPL1 GFI1 GLCCI1 GMPR GTF2H4 HEMGN HEY1 HLA-DQA1 HLA-DRB1 HMGB2 HMGB3 HMMR HPGD HS6ST1 IFNGR1 IFTAP IGHM IGKC IGSF8 IL18 IL7 INMT ISG20 KIF11 KIF18B KIF20A KIF2C KNSTRN KPNA2 KRT18 LDHB LIG1 LIG4 LONRF1 LPCAT2 LRP1 LY75 MAD2L1 MAGED1 MED13 MIER1 MKI67 MMP2 MNS1 MORC1 MPP1 MR1 MREG MXD3 NCK2 NFATC3 NIM1K NPNT NSD2 NTN1 NUF2 OCIAD2 OSBPL1A PAPSS2 PBK PCLAF PKP1 PLEKHB1 PLTP PMM1 POU6F1 PRC1 PRSS16 PSAP PSMB11 PTPN13 RAG1 RAG2 RAPGEF3 RCBTB2 RMND5A RPA3 RPS27L RRM2 SAP30 SCN2B SFRP1 SGO1 SGPL1 SH2D1A SKA1 SLC6A19 SLC6A8 SMARCC2 SMARCD2 SNAP91 SPATS2 SPC24 SPC25 SPO11 SSBP2 STMN1 STOM SYK SYT13 SYTL3 TBATA TCF4 TCF7 TENM4 TF TICRR TLCD3A TMEM107 TMEM140 TMEM151B TMEM51 TNC TP53INP2 TSC22D1 TUBA1B TUBE1 TXN WDR91 WEE1 WNT4 XRCC6 YBX3 ZNF503 ZNF704 GSE2405_HEAT_KILLED_VS_LIVE_A_PHAGOCYTOPHILUM_STIM_NEUTROPHIL_24H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2405_HEAT_KILLED_VS_LIVE_A_PHAGOCYTOPHILUM_STIM_NEUTROPHIL_24H_DN CCN5 CPLANE2 EMC6 MRM3 OSTN OTP P2RX3 PDE2A PDGFRA PDHA2 PDXK PDZD7 PEG10 PFKFB1 PGP PHB1 PHF19 PHF21B PHTF2 PITPNM3 PKDCC PKN1 PLBD1 PLBD2 PLEKHB2 PLK5 PNKP PNLIPRP3 PNPLA4 POLR2A POM121L12 POU2F2 POU6F2 PPP1R13L PPP3R2 PPP4C PRPF8 PRRG3 PRRG4 PRSS27 PRSS30P PRSS36 PSG2 PSMA1 PSMA6 PSMB7 PSORS1C1 PTH PWWP2A PYCARD RAB5C RAPGEFL1 RBP2 RBP5 REG1A RFX5 RHBDF1 RHOF RIC8B RIMS1 RIMS3 RIN1 RMND1 RNF222 ROR2 RPL27 RPL28 RPN1 RPS5 RPS6 RRAGD RUVBL1 RXRA RXYLT1 SCARNA14 SCEL SCHIP1 SCML2 SERPINA6 SERPIND1 SERPINE1 SESN2 SETD5 SFT2D3 SH3BP5 SH3TC2 SHARPIN SHCBP1L SIAH1 SLC14A2 SLC25A3 SLC26A8 SLC35F4 SLC37A3 SLC39A1 SLC5A8 SLC8A2 SLC9A4 SLC9C2 SLCO3A1 SMURF1 SNAP91 SNORA51 SNORA54 SNORD115-41 SNX15 SNX5 SP3 SPACA4 SPAG7 SPATS2 SQLE SRCIN1 SRSF12 ST6GALNAC3 STAR STK17A STX8 SUMO3 SUSD2 SYNJ2BP SYTL3 TAS2R46 TBC1D24 TBR1 TCAP TEX13B THAP9 THBD TIMP3 TKT TLX2 TM4SF20 TMEM100 TMEM132E TMEM176A TMEM176B TMEM200A TMEM212 TMEM231 TMEM237 TMEM69 TMEM72 TMEM9B TMPRSS3 TNFRSF13B TNFRSF19 TNIP2 TOP1MT TPRG1 TSPAN12 TSPAN13 TTC23L TULP1 TXNL1 TYW1B UAP1L1 UBR7 UCN3 URB2 UROS USHBP1 VAT1L VPREB3 VSTM1 VSTM2L VWA2 VWC2L VWF WNT6 WNT8B XAGE3 XDH YAP1 YIPF5 ZBTB22 ZBTB34 ZBTB43 ZDHHC19 ZFPL1 ZNF341 ZNF473 ZNF527 ZNF530 ZNF628 ZNF664 ZNF70 ZNF705A ZNF714 ZNF746 ZNF773 ZNF827 ZNF879 ZNF93 ZNRD2 ZRANB1 ZSCAN12 GSE2405_HEAT_KILLED_VS_LIVE_A_PHAGOCYTOPHILUM_STIM_NEUTROPHIL_24H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2405_HEAT_KILLED_VS_LIVE_A_PHAGOCYTOPHILUM_STIM_NEUTROPHIL_24H_UP AANAT ABHD17B ACAD10 ACRV1 ACVR1 ADA ADAM10 ADAMTSL4 ADAT1 ADGRG1 ADH1B AKAP12 ALDH16A1 ALG13 ALKBH8 AMD1 AMER2 AMOT AMTN ANKH ANKRD18A ANKRD30B ANXA10 ANXA2P2 AP1S2 APLNR ARHGAP12 ARL13B ARV1 ASCL4 ASIC4 ASTL ASXL2 ATF7IP2 ATG16L1 ATG3 ATG7 ATIC ATP13A2 ATP7A B3GALT2 BABAM1 BAG5 BAHCC1 BARHL2 BATF2 BCAS3 BDP1 BHLHA9 BHMT2 BLOC1S1 BMF BRIP1 BRSK2 BTNL9 BUB3 C12orf75 C1QTNF8 C22orf46P C2orf73 CA5BP1 CACNA2D1 CALHM6 CALR3 CAMK2A CAMK4 CAMSAP1 CAPN7 CARD19 CASP4 CASP8AP2 CBX8 CC2D1A CCDC178 CCDC47 CCDC61 CCDC86 CCDC96 CCND3 CDC14A CDC14C CDH3 CDO1 CEP131 CEP250 CFAP45 CHDH CHML CILP CIRBP CLEC2B CLIC3 CLTC CMA1 CMAHP CNN2 COG3 COPZ2 COQ10A COX7C CRIM1 CSF3R CSGALNACT1 CSPP1 CSTL1 CTCFL CTLA4 CTSD CTSF CTSO CXCL10 CYP1B1 CYP27B1 CYP4A22 CYP4B1 DAG1 DAP3 DCAF8L2 DDHD1 DDX11L2 DDX20 DDX5 DENND2C DEPDC1B DGKK DGLUCY DIMT1 DIPK2A DLEC1 DLG1 DLGAP3 DMGDH DMXL1 DNAJC27 DOCK10 DPP3 DRD2 DSTNP2 DUSP11 DUT EFCC1 EID1 ELANE ELAVL2 ELOVL3 ENGASE ENPP5 ENPP6 EOGT EPB41 EPB41L2 EPC2 EPHA4 EVC2 FA2H FAM209B FANCB FBLN7 FDCSP FDXR FKBP4 FOXF1 FSCB FSTL3 FTSJ3 FUT5 G6PD GABRB3 GAL3ST4 GALNT3 GFAP GFRA3 GGTLC1 GHDC GINS1 GLG1 GLRA1 GLRA3 GNA13 GNPAT GP1BA GPATCH3 GPR12 GPR37 LINC00518 LINC00649 LINC00898 MCEMP1 MINDY2 MTURN PHYKPL PRR30 PSME3IP1 RIPPLY3 SDHAF3 SUPT20H TMA16 TRABD2A UTP25 GSE2405_HEAT_KILLED_VS_LIVE_A_PHAGOCYTOPHILUM_STIM_NEUTROPHIL_9H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2405_HEAT_KILLED_VS_LIVE_A_PHAGOCYTOPHILUM_STIM_NEUTROPHIL_9H_DN ABTB3 ACER3 ADCY9 AFF1 ANKRD26 ANKRD29 ARHGAP11A ATL2 ATP13A2 BCAT1 BEX1 BRMS1L BRWD1 BST1 C8orf34 C9orf40 CACNB2 CAMKV CASK CASS4 CC2D2A CC2D2B CCDC57 CCL11 CCNYL1 CCP110 CDC7 CDH11 CDK20 CENPO CEP152 CEP83 CES1 CHEK2 CLEC10A CORO2B CPEB1 CPNE8 CREB3L2 CSGALNACT1 CSRP2 CTSE CYP2J2 DBNDD2 DCAF12L1 DCTN4 DENND4C DGKG DHX37 DIO2 DNAL1 DOCK7 DSEL DSN1 DYNC2I2 EFS EGFLAM EGLN3 ENPP2 EPB41L4A ERLIN1 ESAM EVC2 EYA4 F3 FAM217B FAM221A FEM1C FHL1 FLRT2 FZD3 GCNT1 GEN1 GNA14 GPM6B GPSM2 GRHL1 GRIA3 GRK3 HMGCS1 HOXA2 HSPA2 IFT81 IGF2BP2 INSIG1 INSR KDELR3 KIF11 KIF13B KIF18A KIF20B KLHDC10 KLHL24 LAMA4 LARGE1 LEFTY1 LIG1 LMBR1 LMLN LPAR1 LSS MFAP3L MGP MID1IP1 MNS1 MPHOSPH9 MRGPRE MTHFD2L MYB NAF1 NFIB NFKBIE NIPAL2 NPNT NRCAM NUAK1 NUDT12 NUDT19 NUP37 NXN NXPE4 NYX OIP5 OPCML OSBPL1A PAPSS2 PBX3 PCGF3 PDE4D PDGFA PDSS1 PGR PHF13 PIK3CD PLA2G6 PLEKHG1 PMM1 POLD3 POLR1G POMGNT2 PPM1E PPP1R3B PREP PRR16 PTER PTPN14 PTPN21 RAP2A RBMS2 RNASEH2B RNF185 RWDD4 SAMD14 SCAMP1 SCLT1 SCN1B SEPTIN8 SERPING1 SESTD1 SETD6 SHQ1 SIK2 SIVA1 SLC18B1 SLC19A2 SLC25A53 SLC35A2 SLC35D1 SLC39A8 SLC4A4 SLFN12 SLIT2 SNRNP48 SPARC SPIB SSBP2 STAM STARD4 STOM TBL2 TCEANC TDP2 TEC TENM4 TIMP3 TIRAP TMEM26 TMEM87B TMPRSS4 TRAPPC13 TREML4 TRUB2 USP6NL WDHD1 WRN YES1 ZFP30 ZFP41 ZNF35 ZNF438 GSE2405_HEAT_KILLED_VS_LIVE_A_PHAGOCYTOPHILUM_STIM_NEUTROPHIL_9H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2405_HEAT_KILLED_VS_LIVE_A_PHAGOCYTOPHILUM_STIM_NEUTROPHIL_9H_UP ABRACL ADH5 ADI1 ADPRHL1 AK2 AKNA AKR1A1 ANO10 APEH APOC3 ARF6 ARL5A ARL6IP1 ARPC5L ASB11 ASNSD1 ATP5MG ATP6V0C ATP6V0D1 BCL2L11 BOLA3 BST2 BTF3 C11orf58 C18orf32 C5orf34 CACUL1 CANT1 CD1D CDC37 CHMP4B CKB CMC1 CNR2 COL9A3 COPS2 COX5A COX6A1 COX6C CRABP2 CREBZF CRIP1 CTSD CWC15 CYRIA DDX24 DNAJB11 DNAJB6 DUSP6 EIF3D EIF3K ELOC EML2 ENG ERLEC1 ETF1 EXOSC5 FABP1 FAM120B FAM162A FAM98C FBXL6 FCRL1 FERMT3 FIBP FYB1 GHITM GIGYF2 GNGT2 GNPAT GPR83 GRB2 GRK6 GSAP GTF2H2 HAUS2 HCLS1 HDDC2 HERPUD1 HGS HHAT HNRNPA3 HNRNPAB HNRNPC HNRNPH1 HPRT1 HSPBP1 IFI27 IFRD2 ING3 INPP5B INTS8 IRF2BP2 ITGB1BP1 KLHDC1 KPTN LASP1 LDHA LETM1 LNX2 LSM7 LTA4H MAGOH MAK16 MANF MCOLN3 MDH2 MIDN MPST MRPL33 MTMR1 MYL6 NCOA7 NDUFA4 NDUFB11 NMT1 NOL6 NPM1 NUBP1 NUDT3 OXCT1 PAPOLA PCDHA12 PDCD6 PDHB PGAM1 PIN1 POLI POLR1D POLR1F PPCDC PPM1J PPP1R11 PPP4R3A PRDX2 PRPF19 PRPF40A PSENEN PSMA2 PSMC3 PSMD4 PSPH PXYLP1 RAMAC RASGRP2 RBBP7 RBM48 RGS2 RNF166 RNGTT RPL37 RPP14 RRH RSPRY1 S100A10 SAR1B SART3 SDHD SEM1 SENP2 SF3B3 SGK3 SGMS1 SIGMAR1 SIKE1 SMCHD1 SNHG6 SNRNP27 SNRPG SP4 SS18 SSBP1 SSR4 STK26 STPG3 TBC1D10A TBCA TNFAIP8L2 TRAPPC12 TRAPPC14 TRAPPC2L TRMT112 TSPAN31 TSPYL1 TTC39B TUBA1A TUT1 UBE2E1 UBE2L3 UBXN6 UNC119 USE1 VMP1 WNT10A YIPF4 YWHAH ZDHHC13 ZNF205 ZNF467 GSE2405_S_AUREUS_VS_A_PHAGOCYTOPHILUM_NEUTROPHIL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2405_S_AUREUS_VS_A_PHAGOCYTOPHILUM_NEUTROPHIL_DN ABCA3 ABCA7 ABCC4 AFMID AGFG2 ALKBH1 ANAPC7 ANGPTL1 ANKRD13D AP1G2 APBA3 APBB3 ARFGAP1 ARHGAP24 ART1 ASB13 ASCC2 ATG2B ATMIN ATXN1L B4GALNT1 BAIAP3 BCAS3 C2CD2L C6orf118 C8orf58 CAMKMT CAPN15 CBX7 CCDC88C CCDC93 CEP162 CILK1 CIT CLCN6 CNNM3 COL7A1 CPTP CRCP CRTC3 CSAD CUL4A CYB5R1 DCUN1D3 DDX46 DEDD2 DHX35 DHX57 DLGAP4 DNMBP DPY19L3 DUS3L E4F1 EME2 ENSG00000267882 ERC1 ERGIC1 FAM53B FBRS FBXL20 FBXO30 FBXO31 FGD3 FHIP2B GABBR1 GDPGP1 GGA3 GIMAP5 GON4L GRK6 H2AB2 H6PD HELZ HELZ2 HERC3 HIF1AN IL12RB1 IL17RB INPP5E INTS1 INVS JMJD8 KAT14 KATNAL1 KCNH2 KIAA0319L KLC4 KLHL22 KRBA1 LCA5 LENG1 LRRC45 MAMDC4 MAPK7 MBLAC2 MCOLN1 METTL22 MICAL1 MPZL3 MTHFR MUS81 MYO9B NIPAL3 NLRX1 NMNAT1 NRDE2 NUP188 PADI3 PARP11 PBXIP1 PCSK7 PGLYRP2 PHACTR4 PHF6 PI4KB PICK1 PIGO PLXDC1 PML POLR3A POLR3B POLRMT PRAMEF8 PRR3 PTBP1 PTDSS2 PXK RAB5B RALGPS1 RANBP10 RBAK RBSN RCAN3 RCCD1 RECQL5 RGS12 RINL RINT1 RNF157 RNF214 RNF215 RNF31 RPAP1 SBSN SCN2B SEC22C SIDT2 SIKE1 SLC20A2 SLC25A27 SLC35A4 SLC39A14 SNX33 SPTLC1 SRBD1 STK11IP STON1 SUGP2 SUPT7L SZT2 TAF1A TAF1C TARS2 TBL2 TCHP TEDC1 TESK2 TIAM1 TLE2 TOR1B TRIM39 TRIM56 TSPOAP1 TTC19 TTLL3 UBA7 UNG USP2 USP30 USP45 VANGL2 VPS33B VWCE WASHC1 WRN XKRX ZER1 ZFYVE26 ZMAT3 ZNF142 ZNF180 ZNF319 ZNF341 ZNF346 ZNF384 ZNF496 ZNF512 ZNF563 ZNF692 ZZEF1 GSE2405_S_AUREUS_VS_A_PHAGOCYTOPHILUM_NEUTROPHIL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2405_S_AUREUS_VS_A_PHAGOCYTOPHILUM_NEUTROPHIL_UP ACACB ADAMTS9 ADGRG5 ADM AEBP2 AFDN ANXA10 ANXA3 APLP2 ARG2 ATP1A2 ATP1B3 AVIL BATF3 BCL2 BCL2L15 BCL3 BGN BLNK BNIP5 BTLA C1R C3 CACNB3 CAPG CCL17 CCL5 CCND1 CCR6 CD40 CD72 CD82 CDCP1 CDHR1 CEMIP2 CHST15 CISH CLDN7 CNN2 COL4A2 COTL1 CPXM2 CRHBP CRP CSF2RB CTSH CYP2F1 DAP DAPL1 DHX58 DIO1 DUSP5 ECM1 EEIG1 EMP2 ENO3 FOS FOSL2 FOXA1 FOXO1 FZD2 GALNT6 GBP4 GDA GJA4 GM2A GNG2 GOLM1 GPR18 GRAMD1A GRB10 GUSB HAL HDC HLA-B HLA-DMA HLA-DRB1 HLA-G HPS4 HSPB1 HTR7 IER5 IFITM3 IGFBP7 IL11RA IL13RA2 INF2 IPCEF1 IRF1 ITGAE ITGB5 ITGB7 ITM2C ITPRIPL2 IZUMO1R KBTBD11 KIAA1614 KLF2 KRT77 LAD1 LARP6 LPO LRRK1 LTB LY6H LYPD2 MCF2L MFSD4A MICALL1 MISP MSC MTARC1 MX2 MYO1G N4BP2L1 NAPSA NEK6 NFATC2 NFKB1 NKG7 NLRC5 NOSTRIN NREP NSMF NUDT17 OASL OLFM1 PARP3 PARP9 PCP4 PDCD1LG2 PDLIM4 PENK PLB1 PLEK PMEPA1 PRMT2 PRR13 PSME2 RASA3 REG3A RGS4 RIGI ROGDI RRBP1 RSAD2 RUNX3 S100A14 S100A16 SAA2 SAMHD1 SCAMP2 SELENOM SEMA4A SEMA4F SERPINB1 SERPINB12 SERPINC1 SFRP1 SH3PXD2B SH3TC2 SHISA4 SLC22A23 SLFN13 SMPDL3A SOSTDC1 SPECC1 SPINT1 SPP1 ST6GAL1 STAT6 STING1 STX7 SUSD6 SWAP70 SYT1 TBC1D4 TCAF2 TFAP2B TIAM1 TIMP1 TLR1 TMEM158 TMEM51 TMEM63A TNFRSF1B TNMD TOR3A TPM2 TRAF3 TRIM25 TRIM7 TSPAN9 UBD WDFY4 WFDC2 WFIKKN2 XAF1 ZC3H12D ZMIZ2 GSE2405_S_AUREUS_VS_UNTREATED_NEUTROPHIL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2405_S_AUREUS_VS_UNTREATED_NEUTROPHIL_DN ACAA2 ACYP1 ADA AGFG2 ALDH7A1 ANXA2 AP3S1 APOO ARHGAP19 ARPP21 ARSI ASF1B ATAD5 ATL2 ATP13A3 AURKA BACH1 BIRC5 BMAL1 BRDT BUB1B C1GALT1 CAMK2A CAMK4 CAPN3 CBL CBY1 CCL25 CCNA2 CCNE1 CCNF CD8A CD8B CDC45 CDCA2 CDCA3 CDCA5 CDCA8 CDKN2AIPNL CDKN3 CENPA CENPE CENPF CENPI CENPP CEP55 CHCHD3 CHRNA9 CIP2A CKAP2 CKAP2L CNOT6 CPA3 CTH CXCR4 DGKE DHRS3 DNAI4 DTL DUT DYNLT1 DZIP1 EDEM1 EDNRB ERI1 ESPL1 ETS2 EXO1 EZH2 F13A1 FAM107B FBLN2 FBXL12 FBXO5 FDPS FIGNL1 FKBP5 FXN GEMIN8 GFI1 GFRA1 GINS1 GLCCI1 GMFG GMNN GPSM2 GTF2H4 GZMA H2BC3 HIBADH HMMR IFNGR1 IFT57 IGHM INTS13 KIF18B KIF20A KIF2C KNL1 KNSTRN KPNA2 LDLRAD3 LIG1 LIG4 LIPA LY6K MACIR MAD2L1 MAGI3 MBNL3 MCM6 MDM1 MIER1 MKI67 MNS1 MPP1 MR1 MRPL18 MTSS1 MYB NCAPG NCAPH NDC80 NTN1 NUF2 NUSAP1 OIP5 OSTM1 P2RY10 P3H4 PADI4 PAX1 PBK PCNA PHF10 PHF2 PIMREG PLEKHB1 PLXDC1 POU6F1 PRC1 PRICKLE1 PRIM2 PRKCB PRODH PRSS16 PTCRA RACGAP1 RAG2 RAPGEF3 RASL11B RCBTB2 RFC3 RFC5 RFXAP RMND5A RORC RPA3 RRM2 RTKN2 RUVBL1 SGO1 SH2D1A SHCBP1 SKA1 SKA2 SKP2 SLA2 SLBP SLC16A1 SLC16A5 SLC35B4 SLC37A2 SLC40A1 SLC43A1 SLC6A19 SPC25 SPO11 SSBP2 STAP1 STMN1 SUV39H1 SYCE2 SYTL3 TDRD5 TENM1 TICRR TIPIN TK1 TM6SF1 TOP2A TP53INP1 TPX2 TSPAN2 TSPYL4 TUBB2A WDR12 ZEB1 ZNF704 GSE2405_S_AUREUS_VS_UNTREATED_NEUTROPHIL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2405_S_AUREUS_VS_UNTREATED_NEUTROPHIL_UP AATF ABCG1 ACP6 ACVR1B AGPAT3 AHSA1 AIP AK2 AKT1S1 ALDH16A1 APPBP2 APTX ARHGAP18 ARHGAP20 ARHGEF2 ATP5MG BAX BCL2A1 BHLHE40 BIRC6 BRIX1 CAPNS1 CCDC71 CCR8 CDK7 CHCHD1 CISD3 CLIP1 COMMD3 COMMD4 COMMD6 COPS2 CREBZF CSF2 CTSD CYP51A1 DDX41 DELE1 DHX36 DMAC2 DNAJB11 DUSP6 DUSP9 DYNC1LI1 EIF3B ELF2 ELF4 EML2 ENO3 ENSG00000286190 ERG28 ERH ESF1 ESYT2 ETF1 ETFB EXOC3 EXOSC5 FADS6 FAM120B FAM178B FAM98C FAS FBXL6 FDXR FGF13 FIBP FYB1 GABARAPL2 GALNT10 GIGYF1 GIGYF2 GNG2 GPAA1 GPR171 GPR65 GRB2 GSDMD GTF2H2 HACD3 HARBI1 HAUS2 HDAC3 HEATR3 HIGD2A HVCN1 IFNAR1 INTS8 IP6K1 IRF4 ITGAE ITPRIP JARID2 JPT2 KCNJ4 KDM5B KIAA0040 KPTN KSR1 KYAT1 LSM4 MACO1 MANF MBD3 ME2 MED22 METRN MFSD14B MLLT6 MPDU1 MRPL19 MRPS18A MTMR1 MTURN NAB2 NDUFA11 NDUFA7 NET1 NFKBIL1 NOB1 NOC2L NOL11 NOL6 NOL8 NPEPL1 NR2C2AP OXR1 PCDHA12 PDCD11 PFDN1 PGM2 PIK3C3 PNOC POLL PPIE PPP3CC PRAF2 PRDX3 PRF1 PRXL2A PSENEN PSMB1 RBIS RBM48 RHBDD3 RPS6KB2 RSPRY1 RUVBL2 SAAL1 SCAPER SEC24B SEC62 SELENOK SGMS1 SIGMAR1 SIK3 SLC35B2 SLC35F2 SLC5A4 SMS SRPK2 STAT4 SUPT3H SUSD1 SYNJ2BP TBCEL TDP1 THEM5 TIMM10B TMC8 TMEM123 TMEM229B TPST2 TRAPPC14 TRAPPC4 TRAT1 TRIM13 TTC38 TTLL5 TTPAL TWSG1 ULBP1 UNC119 USB1 USP8 VAT1L VDAC3 VPS18 WDR43 WIPI1 XXYLT1 YME1L1 YPEL3 YRDC ZCCHC12 ZCCHC9 ZDHHC21 ZMAT5 ZNF205 GSE24081_CONTROLLER_VS_PROGRESSOR_HIV_SPECIFIC_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24081_CONTROLLER_VS_PROGRESSOR_HIV_SPECIFIC_CD8_TCELL_DN ABCD2 ADGRG1 AFM AIM2 AP1S1 APOBEC3B ARPC5 ATG3 ATP11A BATF BMX C1GALT1 C1orf112 C3orf14 C4orf19 CACNA2D3 CASP8AP2 CCDC121 CCL23 CD38 CDH8 CDK2 CEACAM8 CEP55 CFAP45 CHI3L2 CHRNA2 CLEC2B CPS1 CYP4F12 CYP7B1 DDX60 DERA DGKD DHCR24 DHFR DLG3 DNAAF2 DNAI7 DOK1 DSP EAF2 EDDM3B EID1 EIF2AK2 EIF2S2 EXO1 FFAR2 FOSL1 FXYD6 GAN GART GASK1B GBP2 GML GMPS GPBP1L1 GZMB GZMH H2AC6 HIBCH HILPDA HOMER1 IFI27 IFI35 IFI44 IFI44L IFI6 IFNAR1 IGLV1-44 IKZF3 INSR INTS9 IPP IQCH IRF9 IVD JAK2 KEAP1 KIAA0040 KLRA1P LAIR2 LRRFIP1 LY96 MAB21L2 MAGIX MARCHF3 MAST4 MAVS MCTP2 METTL7A MICA MIS18BP1 MLANA MNDA MSX2 MTHFSD MTRF1 MYL5 MYLK MYO1B MYOM2 N4BP2L2 NEAT1 NFASC NFAT5 NME6 NODAL NOL4 OAS1 OAS2 OAS3 OAZ3 OCLN PARD6B PARP12 PCOLCE2 PGLS PHF14 PLA2G4A PLEK PLSCR1 POF1B PPFIBP1 PPIA PRF1 PRSS23 PSD3 PSME2 PTGS2 PTPRC PTPRJ PTPRM PYCARD RAB11A RAP1GAP2 RASSF8 RBKS RBL1 RDH11 RHOA RIDA RLN2 RNASEH2A RPAP3 RPN1 RRM2 RSAD2 RTN3 SEMA3E SHOX2 SLAMF7 SLC14A2 SLC22A8 SLCO1B3 SMC6 SNTB2 SPIN2A SRPK2 STAP1 STAT1 STIL STX7 TARP TAS2R4 TEP1 THAP10 TKTL1 TMBIM4 TMEM187 TMEM243 TMX1 TNFAIP6 TRAC TRGV5 TRIM5 TRIP10 TSBP1 TSHR TTC38 UBE2C UBE2L6 UBE2W UNG USH2A USP18 USP53 VOPP1 VPS8 VRK2 XAF1 XPO7 ZNF267 ZNF322P1 ZNF35 ZNF695 ZNF80 GSE24081_CONTROLLER_VS_PROGRESSOR_HIV_SPECIFIC_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24081_CONTROLLER_VS_PROGRESSOR_HIV_SPECIFIC_CD8_TCELL_UP ABCB1 ABCB4 ADAMDEC1 ADGB ADIPOR1 ADRA1D APBA2 AQP1 AREG ARHGAP5 ASB13 ASNSD1 ASPSCR1 BEX1 BHMT BIRC3 BTG1 CAVIN3 CCNH CCR7 CCT6B CD1C CD6 CEBPG CHODL CHRD CKB CLK1 COQ8A COX16 CPD CRYL1 CST1 CWH43 CXCR3 DENND5A DKFZP434A062 DNASE1L3 DSE EDC4 EDDM3A EEF1D EEIG1 EIF1 ELK3 EPYC ETV3 EXD2 FBXO31 FBXO42 FCER1A FILIP1L FKBP11 FOXP3 FZD6 GABARAPL1 GAS2L1 GIPR GNAQ GPX2 GSTCD GUCY1A2 HAUS7 HKDC1 HNRNPA1 HSPH1 IFRD1 IFT57 IGF2BP3 IL1RL2 IP6K1 ITGA5 ITM2C JMJD6 KDM5A KIF13A KIR3DX1 KLHL11 LEPR LGI1 LGMN LILRB4 LMNA LONP2 LPCAT3 LRRC37BP1 LRRC40 LSM12 MAFF MAL MATN1 MATN2 MED21 METTL2B MGP MGST2 MKRN7P MMP3 MOAP1 MVB12B MXD4 MYH4 MYO7B MYOT N4BP3 NAGPA NBEA NBL1 NDUFAF5 NEIL1 NELL2 NID2 NIPSNAP3B NKX3-1 NUP214 OAT OLR1 OR7C1 OSER1 OSGIN2 PABPC1 PABPC3 PAEP PBLD PDE6H PIK3IP1 PIK3R3 PKIA PLCH1 PLEKHA6 PLK2 PLS1 PLXDC1 POLR2J2 PPP2R3C PRELID3B PRKAB2 PTGER4 QPCT RASA1 RASSF9 RGS1 RIPPLY3 RPL23 RPL7 RPS16 RRAGB RTN1 RUBCNL RUNX3 S100B SEMA3D SESN1 SKI SLC15A2 SLC18A1 SLC39A8 SLC4A1 SLC6A13 SLC7A5 SNRNP200 SOS2 SOX21 SPATA2 SPINT3 SRSF3 SRSF6 SSBP2 ST7 SVIL SYPL1 TAF9B TCEAL2 TDRKH TGFB1 TGFB1I1 TLE2 TLX1 TNF TNFAIP3 TNFRSF21 TOB1 TOE1 TOPORS TRA2B TSN TUBB2A UBE2D4 UBQLN3 VAMP2 VAV3 WDHD1 WDR45B ZBTB18 ZBTB3 ZFP36 ZNF136 ZNF395 GSE24102_GRANULOCYSTIC_MDSC_VS_NEUTROPHIL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24102_GRANULOCYSTIC_MDSC_VS_NEUTROPHIL_DN ADARB1 ADGRE1 ADO AK1 ANKH APOC3 ARV1 ASPA ATP2A2 ATPAF2 B3GALT6 B4GALT5 BAG3 BASP1 BCL2L2 BIK BLVRA BMP2 C11orf86 C3orf70 C8B C9orf64 CAPN2 CD160 CD74 CD99 CDK4 CHCHD4 CHID1 CHSY3 CLEC10A CRHR1 CSRNP1 CXCL11 CXCL2 CYFIP1 CYP17A1 DBI DDX21 DNAJA3 DNAJC10 DNAJC21 DPP6 DTX2 E2F6 ECE1 EEF1G EGLN3 EHD2 EIF1AX EIF3G EIF3I EIF4G1 ENO4 EXOSC1 FAM86B2 FASTKD2 FGFR1 FN1 FPR3 FYTTD1 GAS6 GASK1B GCH1 GLRX5 GNB4 GNL3 GTF2H2 HIF1A HLA-DQA1 HOXA3 HS3ST3B1 HS6ST1 HSD17B12 HSPBP1 HSPE1 IFT22 IL1A IL27RA IRAK2 KCNA5 KIFC3 LGALS1 LUC7L MARCO MCOLN2 MDFIC MED28 MET MFHAS1 MICU3 MIR22HG MIX23 MRPL35 MRPL39 MRPS18B MST1R MTDH MYBPC1 MYCL MYO1E MYOF NAA38 NAAA NAB2 NAGK NCS1 NFKBIB NFKBIE NHP2 NOL12 NOLC1 NOP9 NUDT17 NUP43 OLFM1 OR2T33 PARP1 PDIA6 PIK3AP1 PLEKHO1 POP1 POP5 POP7 PPIE PPP1R7 PRDM1 PRPF31 PSMB4 PSMC2 PSMC5 PTGES3 PYCR3 RASGRP1 RBM19 REXO2 RFTN1 RHOC RITA1 RNASE3 ROMO1 RPP14 RPS8 RRAS2 RRP9 RRS1 S100A10 SACS SEC23B SET SKIC8 SLAMF8 SLAMF9 SLC12A4 SLC15A3 SLC25A13 SLC39A1 SLC7A7 SLC7A8 SNX7 SNX8 SPRY1 SPRYD4 SQLE SRM SRXN1 ST13 STX4 SUMF2 SYCP3 TAF9B TARS1 TBL3 TFEC TIMP1 TMCC3 TMED9 TMEM169 TMEM176A TMEM186 TMEM41A TNIP1 TRIM13 TRIM28 TRMT61A TSR2 TTLL12 TUBB2B TXNL1 UBTD2 UTP6 VPS50 WDR43 WDR74 WDR83OS YBX3 YIF1B ZFP14 ZFYVE21 ZNF471 GSE24102_GRANULOCYSTIC_MDSC_VS_NEUTROPHIL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24102_GRANULOCYSTIC_MDSC_VS_NEUTROPHIL_UP ABCA13 ABHD5 ACD ACOT2 ADD3 AFMID AHSA1 AKIRIN1 ALDH2 ALOX5AP ANKRD13D ARGLU1 ASPRV1 ATG7 ATP13A2 ATP6V1G2 ATRAID AUH BAIAP3 BBS9 BET1L BRD3 C11orf24 C1D C5orf34 C8orf82 CBLN4 CCDC181 CCDC62 CD300LB CD84 CEP128 CFAP119 CFAP91 CHAC1 CIB1 CIRBP CLEC16A COL11A2 CPNE1 CPNE3 CREBRF CTNNBL1 CUL4A CYP27A1 DDX59 DHRS1 DNAJC9 EEPD1 EFCAB2 ELAC1 EMB EPB41 ERP27 EXOSC5 FAM172A FAM43A FANCM FBXO16 FBXO25 FBXO3 FGF2 FLI1 FOXRED2 GALNT6 GCNT1 GET4 GLIPR1 GLOD4 GMFG GNPDA2 GPKOW GPR15 GSC GSK3B H2BC3 H3C7 HBP1 HECTD3 HGF HIBCH HMX1 HOPX HSDL2 HSPB6 IER2 IFITM2 IGFBP6 ILK ING1 IRF2BP1 ITFG1 JADE1 JCHAIN KAT7 KDM6A KHDC3L KLF11 KREMEN1 LACTBL1 LBP LCMT2 LDLRAP1 LMNTD2 LPGAT1 LRRC40 LSM14A MAEA MAN1C1 MAN2B1 MANBAL MANEAL MAP10 MARVELD2 MFSD10 MGST1 MIA2 MIS18A MRPL10 MRPL34 MTFMT MYLIP NAA60 NDOR1 NDUFV1 NEK7 NEMF NIPA2 NONO NPR2 NTPCR NXT1 OLFML2B OXR1 PADI4 PALM PAXX PCBD2 PCGF1 PDHA1 PEX10 PGAP6 PLCB2 PLEKHF1 PNKP PNPO PRXL2C PTGER3 PTPRK PURG RAB11FIP4 RAB30 RABIF RGS19 RNF125 ROR2 RSPH3 SAMD10 SAP130 SAP30L SARAF SERPINB1 SESN3 SETDB1 SHARPIN SLC12A9 SLC23A3 SLC25A11 SLC2A9 SLC35E2B SMIM19 SMIM7 SMPD1 SMPD5 SRSF11 SVIP TAF13 TESK2 TEX45 TFDP1 TGDS TM6SF1 TMCO3 TMEM129 TMEM18 TMOD4 TOP2B TSPAN5 TTC30B TUSC2 UBR1 UCKL1 USP45 XPA YOD1 ZDHHC13 ZFAT ZNF32 ZNF740 GSE24142_ADULT_VS_FETAL_DN2_THYMOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24142_ADULT_VS_FETAL_DN2_THYMOCYTE_DN ABCE1 ACYP2 ADAM8 AGFG1 ANAPC4 ANG APOE ARAP3 ARMT1 ASNS B4GALNT2 BASP1 BCAT1 BEX1 BEX2 BEX4 BID BMAL1 BMPR1A BZW2 C3orf70 CA8 CAPN2 CCDC102A CD160 CD300LF CDR2 CENPV CFHR2 CHD7 CLBA1 CLDN2 CLDN4 CLNK CLVS1 COL18A1 COPRS COPS3 CRTAC1 CS CTBP2 CTTN CYSLTR1 DARS1 DENND5A DSG2 DSP DUSP1 ECHDC2 EFCAB2 EGLN3 EPDR1 EPHX2 EPRS1 FASTKD1 FBLN1 FBP1 FBXO15 FDX1 FFAR2 FGA FKBP1B FLNB FRMD4B FSCN1 GADD45G GAL GATA1 GCSH GDI2 GEMIN6 GFM1 GGT1 GK GNAT2 GNPNAT1 GOLM1 GOLPH3 GORASP2 GPC3 GPX8 GRB10 GZMA GZMB H19 H3C4 HIF3A HK2 HMGA2 HNF4A HOMER2 HSPH1 IARS1 ID2 IFTAP IGF2 IGF2BP1 IGF2BP3 IL4 IL5RA INSL5 KHDC1L KLF4 LSR LTA LYAR MAPK13 MARCHF5 MED7 MEIS1 MORC4 MRPL22 MRPL42 MT1E MYO5C NAF1 NANP NCAM1 NDRG2 NDUFAF4 NFKB1 NKAIN1 NKAP NLRP6 NRARP NRDC NRK NSDHL NSF NUP93 PARP2 PCBP4 PGAM1 PGAM2 PGM1 PHACTR2 PLEKHA5 PLPP1 PMFBP1 PNO1 PODXL POLM PPIC PSME4 PSTPIP2 PTK2 PTPN12 PTPN13 PTPN14 RAD17 RBP1 RCOR2 REG3G RFLNB RHOV RNF128 RNF32 ROBO1 RPL39L RUFY1 SCD SEMA3C SEPHS2 SEPTIN8 SERPINC1 SKP1 SLC16A1 SLC16A7 SLC25A53 SLC39A11 SLC45A3 SPATS2 SPECC1 SUB1 SUV39H2 TCEAL8 TCIM TES TIMM23 TIRAP TJP2 TM6SF2 TMEM126A TMEM167A TNNI2 TOM1L1 TPP2 TRIM13 TRIM6 TRIP12 TXK U2SURP UCHL3 UQCRFS1 VAPA VCL XPOT ZCCHC3 ZNF14 ZNF518B GSE24142_ADULT_VS_FETAL_DN2_THYMOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24142_ADULT_VS_FETAL_DN2_THYMOCYTE_UP ABCA1 ABTB1 ACADL ADCY6 ADGRD1 AGTRAP ALCAM ANAPC5 ANXA4 ANXA9 APCDD1 ARC ARHGAP29 ARHGEF18 ATP1B1 ATP6V0A2 ATP6V1D B2M B3GNT5 BAIAP3 BBS9 BCL2L2 BCL6 BLK BLNK CALCRL CAMK1D CASP1 CASP4 CCDC28A CCNG2 CCR9 CD247 CD6 CD84 CD96 CD99L2 CDKN2C CPQ CSGALNACT1 CTSS CTSW CYP4V2 CYSLTR2 DBP DDC DDHD2 DECR2 DGLUCY DHRS3 DHX58 DIO2 DMC1 DNASE1L1 DNTT DSTYK EMP1 ENC1 ENDOU EPB41L4B ERBB3 FBXO28 FEZ2 FGF13 FNDC10 FOXJ2 FRMD6 GBP4 GBP6 GOSR1 GPRC5B GPSM2 GRN GSTM5 GTPBP2 HLA-B HLA-C HMGN3 HOXA9 ID3 IFIT2 IFNGR1 IGF2R IGHM IL27RA IL6ST INPP5K INSL6 IRF1 ISOC1 ITPR2 JPT1 KANSL1L KIF17 KLF6 KLF9 KMO KRT85 LAMB3 LANCL1 LAPTM4B LATS2 LGALS8 LTBP3 LY6D MAN1A1 MBOAT1 MCOLN1 MDFIC MEF2C MKRN1 MPP1 MS4A6A MUC13 MXD3 MXI1 MYL10 NANOG NCOA1 NEFH OAS1 OSBPL1A P2RY14 PARD3B PARN PCBP3 PCK2 PHLPP1 PIPOX PISD PITPNC1 PKP3 PLD3 PLXDC1 PRKCE PTGER2 PTGR3 PTPN22 PTPRA QPCT RAB11FIP5 RAB38 RAB6B RASL11B RBM43 RCAN3 RELL1 RGS8 RPS6KA2 RSAD2 RTP4 RWDD3 SARAF SCARB2 SCML4 SELL SERPINE2 SERPINI1 SLC14A1 SLC30A4 SLC37A2 SLC66A3 SLCO3A1 SMC1B SMOX SNX9 SOWAHA SSTR2 ST6GAL1 STAG3 STAMBPL1 STK11 SUN2 SYNE1 SYNJ2 SYTL2 SYTL4 TANC1 TBC1D24 TCF7L2 TEP1 TIFA TMEM176B TMEM191C TMEM63A TMEM71 TNFRSF18 TOB2 TP53INP1 TPRG1L TRAF3IP2 TSC22D3 UCHL1 UNC119B VEGFC WBP1 WLS YPEL3 YPEL5 ZBTB20 GSE24142_ADULT_VS_FETAL_DN3_THYMOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24142_ADULT_VS_FETAL_DN3_THYMOCYTE_DN ACAA1 ACYP2 ADAM2 ADRB2 AGFG1 AMPH ANAPC16 APOE APTX ARID3A ARID5B ARL4C ARVCF ASNS B3GNT8 B4GALNT2 BAMBI BASP1 BCL2L14 BEX4 BID BMAL1 BMPR1A C9orf64 CA8 CAPG CAPN3 CASK CBLN1 CD2 CD82 CDC42EP1 CDK5RAP2 CENPV CERS4 CHD7 CLEC11A CLVS1 CPSF4L CRCT1 CREB3L2 CRTAC1 CTNND2 CTTN CUX2 CXCR5 CYB561 CYB5A DCAKD DDC DENND2D DLST DSG2 DSTN DUSP1 EEF1E1 ELAVL4 ELL2 EPHX2 ERGIC1 FAM118B FBLN1 FBLN2 FDFT1 FDPS FGD6 FICD FLNB G0S2 GADD45G GALE GATA1 GEM GIMAP4 GNAI1 GPR34 GRB10 GRB7 H2BC3 H3C4 HAAO HOOK2 HOXB13 HUNK ICOS ID2 IFTAP IGF1R IGF2BP1 IL10 IL5RA INSL5 ITGAE ITGAV IZUMO1R KCNAB2 KDM7A KERA KIFC3 KLHL7 KRT18 LGMN LIPG LMO7 LY86 LYPLAL1 M1AP MEIS1 MESP2 MFHAS1 MMP17 MORC1 MT1E MXD1 NFIL3 NLN NLRP6 NRARP NSDHL P2RX1 P4HA2 PABPC4 PAWR PCBP4 PDLIM5 PGAM2 PHLDA1 PHYH PKIA PLEKHO1 PLIN2 PLPP1 PODXL PPARG PRMT7 PROS1 PSME4 PSTPIP2 PTPN13 PTPN14 PTPRO RAB20 RACK1 RDH10 RGL3 RND2 RPL39L RYK RYR1 SCAMP1 SCARA3 SELENOS SEPTIN11 SEPTIN4 SERPINC1 SETD4 SFRP2 SH3BGRL2 SH3GL3 SIDT1 SLC2A3 SLC45A3 SLCO5A1 SNF8 SNRK SOX6 SPIB SRC SRSF9 STAT1 STC2 STK39 SUSD4 SWSAP1 SYNGR2 TASP1 TBPL1 TEFM TEN1 TIMP2 TIRAP TJP1 TLE6 TM7SF2 TNFRSF9 TNFSF11 TNNT1 TOM1L1 TPST2 TRAF5 TRIB2 TXK UNC119 WDR33 WSB2 ZCCHC18 ZDHHC2 ZMAT5 ZNF14 ZNF808 GSE24142_ADULT_VS_FETAL_DN3_THYMOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24142_ADULT_VS_FETAL_DN3_THYMOCYTE_UP ABCG2 ADCY3 ADGRD1 ALCAM ANKRD28 ANXA2 ANXA4 AP3S1 ARAF ARMCX1 ATP2A1 ATP6V0A2 AZI2 B3GNT5 BCL2L2 BCL3 CAMKV CASP1 CCDC117 CCNH CD28 CD84 CD96 CDC37L1 CDKN1A CEBPG CERS2 CIPC CLIP1 CMTM3 CNOT4 CREBRF CUEDC1 CUL9 CUX1 DBP DDHD2 DDIT4L DDX60 DENND4C DGKG DHX58 DIO2 DMAC2L EHD3 EIF4E3 EPB41L4B ERBIN EZH1 FAM117A FGD1 FGF13 FRMD6 FXYD5 GAB1 GBP6 GID4 GNB4 GOSR1 GPHN HBP1 HES5 HKDC1 HLA-B HLA-C HLA-DMA HMGN3 HYCC2 ICA1 ICE2 IGHM IL11RA IL27RA INPP5K INSL6 IRAK1 IRF1 ISOC1 JADE1 KIF2A L2HGDH LAPTM4B LARS1 LCORL LGALSL LPIN1 LPIN2 LRP1 LY6D LY75 M6PR MAN1A1 MAP4K3 MARVELD1 MAT2A MBNL1 MDFIC MECP2 MED1 MPP4 MS4A6A MST1R MYO1C NAMPT NEFH NFIX NLGN2 NR1D2 NR3C1 NRIP1 NSG1 NT5C2 NT5C3A OSBPL1A P2RX4 PARD6G PARP8 PATJ PCK2 PCNP PELI2 PIP4K2A PIPOX PITPNC1 PPARGC1B PRDM5 PRKACB PRPSAP2 PTEN PTGER4 PTGR3 PTPN22 PURA PURB QPCT RAB10 RAB3GAP2 RAB6B RAPGEF6 RB1CC1 RBBP8 RCN1 REPIN1 REST RNASEH1 RNF220 RPL22 RPL23 RSAD2 SACS SELENON SFMBT2 SHMT1 SLC29A2 SLC30A4 SLC35A1 SLC44A1 SMAD1 SQOR SRGAP3 ST7 STAP1 STK17B SUN2 SYNCRIP SYNJ2 SYTL4 TACC2 TAPBP TCF4 TEF TESC TET1 THRA TIA1 TIFA TIPARP TMEM71 TNFRSF18 TNS1 TOPORS TP53INP1 TRAT1 TRIM34 TRIP6 TSC22D3 UBA7 UBR5 UCHL1 UVRAG WLS ZEB2 ZFP36L2 ZFX ZFYVE16 ZMYM5 ZNF131 ZNF280C ZNF703 ZNF746 GSE24142_ADULT_VS_FETAL_EARLY_THYMIC_PROGENITOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24142_ADULT_VS_FETAL_EARLY_THYMIC_PROGENITOR_DN ABCB9 ABCG2 ACP5 ADAMDEC1 AGFG1 AHR AK3 ALOX15 AMZ2 ANLN AQP1 ARHGAP39 ARVCF ASNSD1 ATP5MC3 ATP6V1A AURKA B4GALNT2 B4GALT6 BARD1 BASP1 BCAT1 BCL11B BEX2 BMAL1 BUB1 C3orf70 CA8 CACYBP CALML3 CAP1 CASP3 CCDC88A CCNE1 CCT7 CDKN1A CDR2 CENPA CHD7 CHURC1 CIAPIN1 CKAP2 CLDN2 CMPK1 CNEP1R1 COPS5 COQ7 CPB1 CX3CR1 DDC DEGS2 DERA DNA2 DNAJC11 DNAJC24 DNMT3B DPP3 DSG2 DSTN DTX1 DUT EEF1E1 EIF2B4 EIF5A EPDR1 ERGIC2 ERP29 ERP44 ESAM EZR F2R FAM111A FBLN1 FZD9 GARS1 GATA1 GCLC GGT1 GOT1 GRB10 GTF2H2 GZMA GZMB H19 H3C4 HBB HCCS HELQ HIF3A HPRT1 IDH3A IGF2BP1 IL5RA INSL5 IPO5 ITGA2B ITGA6 KLHL9 LRRC59 LYPLAL1 MACROD2 MAD2L1 MAGOH MORC4 MRE11 MRPL12 MRPL42 MRPS11 MRPS33 MRPS7 MSMO1 MT1E MVD MVK NCKAP1 NDUFS1 NIFK NME3 NMT2 NOP9 NSUN4 NUFIP1 NUP37 OTUD6B PAWR PCLAF PDAP1 PDIA5 PDSS1 PERP PGAM2 PGM1 PGP PHB1 PLPP1 PNPO PODXL POLR2F POLR3G PPIC PPP2CA PREP PRKCQ PSMB10 PSMD12 PSMD14 PSMD7 PTPN14 PTPRF PYCR3 RAB8A RAG1 RAP2C RARS2 RPL36A RRAS2 S1PR1 SDCBP SEPTIN8 SF3A3 SHCBP1 SLC16A7 SLC25A13 SLC35B1 SNRNP25 SPATS2 SPCS2 SPRYD4 SREK1IP1 SSR1 SUV39H1 SVIL SYTL3 TERT TGM1 TGM2 TIMM13 TMEFF1 TMEM165 TMEM167A TMEM60 TMEM97 TOM1L1 TPD52 TPP2 TRAPPC2B TRIM13 TUBA8 TUBB2B TXK UBE2D3 UNC13B USO1 VASH2 VDAC3 VRK1 WDR36 YEATS4 ZNF239 ZW10 GSE24142_ADULT_VS_FETAL_EARLY_THYMIC_PROGENITOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24142_ADULT_VS_FETAL_EARLY_THYMIC_PROGENITOR_UP ABCA1 ABHD4 ACP2 ACVR2A ADCY6 ANXA4 AOC1 APBB2 APCDD1 AR ARMC12 ASAH2 ASB4 ATG12 B3GNT5 BBX BCL6 BIRC3 BMP5 BRWD1 C9orf72 CA2 CAMTA2 CASP1 CBFA2T3 CCDC120 CCDC9 CCM2 CD72 CD86 CDK20 CDKN2B CHGA CIPC CLEC4E CPQ CTNNA1 CTSG CTSS CYP4V2 CYTH1 DBNDD2 DDX60 DEPTOR DNAJB9 DNAJC4 DNER DUSP22 ECE1 EEIG1 EIF4E3 ELK4 EPN3 EPS8L1 ERBB3 FAM13B FBLIM1 FGB FGF13 FHIP1B FLT3 GAB1 GABBR1 GIMAP6 GON4L GPR3 GPRC5B GPX2 GRIP1 GSTM5 HDAC11 HLA-B HLA-DMA HLA-DOB HLA-DRB1 HOXA9 HSD17B8 IFI44 IFT81 IGFBP4 IGKC IL18 IL18R1 IL27RA IRF8 IRS2 ITSN1 JARID2 KCNH3 KCTD2 KCTD4 KDM7A KIF1C KLF9 KMO KMT2E KRT14 LGALSL LMO2 LPP LRRK2 LTBP3 LTO1 LYST LYZL1 LZTS2 MAP3K8 MAST3 MAU2 MCL1 MDFIC MEOX1 MKRN1 MMP15 MTSS1 MXD4 MYL6B MYLIP N4BP3 NDRG1 NR1D2 NR3C1 OSBPL1A P2RY14 P2RY6 P3H4 PAFAH2 PARP8 PATJ PEX11A PIK3CA PIP4K2A PISD PITPNC1 PKD2 PLBD1 PRKCE PRKCZ PTGER2 PTGIR RAB2B RASA2 RASSF8 RBM18 RELL1 REPIN1 RIPOR2 RMND5A RNF166 RNF6 RPS6KA2 RRAS RYBP SATB1 SCNN1A SEC62 SELL SESN3 SFXN3 SH3GL2 SLC15A2 SLC30A4 SLC44A1 SLC50A1 SLCO3A1 SPARCL1 SPICE1 SPRY2 SSTR2 SSTR3 ST3GAL2 ST6GAL1 STK17B SYNE1 SYNJ2 SYTL4 TANC1 TLR7 TMEM176B TNFRSF18 TOR1B TP53INP1 TRAF3IP2 TRAPPC2 TRIM34 ULK2 UNC119B USP18 VIM VWA7 WDFY2 WFS1 ZBTB20 ZBTB8A ZDHHC14 ZFP82 ZNF260 ZNF329 ZNF574 ZNF623 GSE24142_DN2_VS_DN3_THYMOCYTE_ADULT_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24142_DN2_VS_DN3_THYMOCYTE_ADULT_DN ABCE1 ABLIM1 ACTN1 AKAP1 AKAP9 ANKS3 ARHGEF10L ARPP21 AXL BCAT1 BID BMAL1 BNIP3L BRDT C16orf87 C19orf48P C9orf64 CAMKK1 CAMKV CARD10 CBL CCDC93 CCNH CCPG1 CCR9 CD28 CD3D CFHR2 CHCHD3 CLK2 CNTNAP2 CPEB4 CREBZF CS CSNK2A1 CTPS1 CTSB CYB5A DARS1 DEGS1 DESI1 DGKA DHX57 DICER1 DNAJC5 DTX1 DZIP1 EDEM1 EDNRA EGR1 EIF2AK3 EIF2S1 EIF4ENIF1 EIF4G3 EPB41L4A EPCAM ETS2 FAM91A1 FBLN2 GCOM1 GFRA1 GID4 GPHN GSPT1 GZMA H19 HERC1 HERPUD2 HIBADH HOOK2 HUWE1 IARS1 ICE1 ID2 ID3 IFT25 IFTAP IL34 ITGAE ITPR2 JADE1 KANSL2 KDM3A KLHL42 KRT81 LCK LCLAT1 LEF1 LGALSL LY6D LYST MARCHF5 MARK3 MBP MED10 MGA MIX23 MORC1 MPC1 MPZL2 MTERF3 MTHFD1 N4BP2L1 NAB2 NAF1 NCKAP1 NDEL1 NDUFAF4 NDUFS4 NEFH NKTR NOL7 NR3C1 NRDC NRIP1 NRP1 NSG2 NUP88 P2RX1 PDCD10 PDE12 PDPK1 PFN2 PHLDA1 PKD1 PLD3 PLD4 PLXDC1 PNO1 POGLUT2 POPDC3 PPARGC1B PPP2R5A PRKCB PTCRA PTPRF PURA RAD17 RAG1 RAPGEF6 RCOR1 REV1 RGS10 RGS14 RPF2 RPL22L1 RRAS2 RSL1D1 RYR1 SATB1 SCEL SENP2 SERAC1 SFXN2 SH2D1A SH3KBP1 SIMC1 SIT1 SKP1 SLAIN1 SLAMF6 SLC12A7 SLC29A3 SLC35D1 SLC5A9 SNAI3 SNRK SPATS2 SPIB SPRY1 STT3B SURF2 TASOR2 TGFBR1 TIMM23 TIMM9 TMEM126A TMEM131 TMEM50B TPP2 TPST1 TRIB2 TRIP12 TSHZ2 U2SURP UCHL3 UPB1 URI1 USP9X UTP25 UVRAG WDR26 YTHDC1 ZFP36L1 ZMAT3 ZMPSTE24 ZNF14 ZNF426 ZNF451 GSE24142_DN2_VS_DN3_THYMOCYTE_ADULT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24142_DN2_VS_DN3_THYMOCYTE_ADULT_UP ADRA2B ALDH2 ANTKMT AQP2 ARHGAP29 ARHGEF18 ARID3A ARNT2 ART4 ASB9 ATP2C2 AUTS2 B4GALT6 BLK BMP1 BSN BTK C1R CA9 CASP4 CCDC28A CCL5 CD302 CD68 CDC25C CEBPZOS CENPO CEP89 CERS4 CHDH CHEK2 CIT CKM CLIC1 CLSTN3 CMTM7 CPD CRYBB1 CRYZL1 CSRP2 CTTN CUEDC1 CXCL11 CYGB CYP4V2 DAPP1 DCXR DDAH2 DDC DHRS4 DKKL1 DLC1 DNASE1L1 DPYD DSCAML1 DTNBP1 EMC9 ENC1 ENSG00000286190 EPB41L4B F13A1 FAM20C FEZ2 FUT7 GABARAPL1 GATM GBP4 GEM GM2A GRIK5 H3C4 HAAO HBB HBEGF HFE HIGD1C HLA-C HOXD13 HSD3B7 IL17RB IL18R1 IL3RA IL4R INPP5K IRAK4 IRF1 ITGAX ITSN1 KCTD11 KCTD14 KIAA0930 KIF17 KIF22 KIF23 KIF2C KRT8 LATS2 LDAF1 LHX5 LIPE LITAF MALL MAPRE2 MASTL MC5R MIF4GD MMP24 MORC4 MSRA MT1E MUC13 NECTIN2 NEXMIF NFATC2IP NPY2R NR2F6 NRGN OAS1 OTULINL OXT P2RX4 P2RY14 PARN PC PDE4A PEA15 PFKFB1 PHKA2 PIAS3 PIM1 PKIB PKP4 PLEK2 PLPP1 PLXNB2 PMEL PPP2R2D PRKAG1 PROCR PROS1 PSMD13 PYGB RAB17 RAD54L RASGRP2 RBM43 RCN3 RDM1 RELL1 RFLNB RGS1 RHOQ RPL3L RPS6KA2 RTP4 S100A6 SCIN SCN4A SCRG1 SDC2 SEPTIN11 SERPINF1 SKAP2 SLC27A2 SLC28A2 SLC35E4 SLC66A1 SLC6A9 SLC8B1 SMCO4 SMOX SMS SNAI1 SORBS3 SOX18 SPON1 SRC ST6GALNAC1 SYTL4 TAL1 TDGF1 TEP1 THEMIS2 TIFA TIRAP TJP2 TLE6 TNFRSF25 TUBA4A TWIST2 TYROBP UPK2 VEGFC VGLL1 WBP1 WFIKKN1 ZMAT2 ZNF768 ZNF821 GSE24142_DN2_VS_DN3_THYMOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24142_DN2_VS_DN3_THYMOCYTE_DN ABLIM1 ACAA2 ACTN1 ADCY6 AGPAT3 AHCYL2 AKAP1 AKAP12 ANKS3 ARHGAP9 ARHGEF10L ARPP21 ATOH8 AXL BRDT BST1 BTG1 BTG2 C1QTNF1 CAMKK1 CARD10 CBL CCPG1 CCR9 CD164 CD28 CD3D CD3E CD3G CDKN1B CHCHD3 CHD1L CLDN4 CPEB4 CTLA4 CTSB CTSV CYB5A DAPK1 DDIT4 DEGS1 DEGS2 DENND11 DESI1 DGKA DLG3 DNAJC5 DOP1B DYNLT5 EDEM1 EFEMP2 EGR1 EGR2 EIF2AK3 EPB41L4A EPCAM ERRFI1 ETS2 EXT2 F2 FAM131A FAM234B FBLN2 FBXL12 FICD FKBP5 GALNT2 GCOM1 GFI1 GFRA1 GRAP2 GSR HIBADH HMGCS2 HPCAL1 HSD11B1 HSDL2 IFT25 IL34 IRF4 ITK ITPR1 ITPR2 KCNH2 KDM3A KDM4B KDM4C KLC3 LCK LCLAT1 LDHB LEF1 LLGL2 LYST MARK3 MBNL3 MBP MBTPS1 MED10 MEF2A MGST2 MIA2 MINPP1 MKNK1 MTSS1 N4BP2L1 NDEL1 NDST1 NFATC1 NOPCHAP1 NOTCH1 NOTCH3 NSG2 ORMDL3 PADI4 PCMTD1 PDPK1 PELI1 PFN2 PGS1 PHLDA1 PLD3 PLD4 PLXDC1 PMEPA1 PPP2R5A PPP2R5C PPT1 PRKCB PRRT1 PTCRA PTPRF PXMP4 RAG1 RAPGEF4 RC3H2 RELB RFXANK RGS10 RNF111 RNF19A RPS6KL1 RRAS2 RRM2B SASH3 SATB1 SCAF8 SENP2 SERAC1 SFXN2 SH2D1A SH3KBP1 SHISA5 SIDT2 SIT1 SLAIN1 SLAMF6 SLC12A7 SLC16A1 SLC29A3 SLC35D1 SLC37A1 SLC37A2 SLC5A9 SNAI3 SOCS3 SORCS2 SPATA6 SPATS2 SPIB SPRY1 STC1 STT3B TAF1C TBC1D8 TCF12 TCF25 TECPR1 THNSL2 TJP3 TM6SF1 TMC6 TMEM120B TMEM131 TMEM50B TMPRSS4 TNNI3 TOLLIP TPRKB TPST1 TRAF1 TRIB2 TRIM11 TRIM46 TSPYL4 TULP3 USP3 UTP25 ZMAT3 GSE24142_DN2_VS_DN3_THYMOCYTE_FETAL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24142_DN2_VS_DN3_THYMOCYTE_FETAL_DN ADCY6 ADGRE5 AGPAT3 AKAP12 ALDH1L1 ALDH3B1 AMN ANKRD46 AP3M2 APOE ARHGAP24 ARHGEF10L ARRDC4 ARSI ATG12 ATOH8 AUH BAIAP3 BEX1 BRDT BST1 BTG2 C1orf210 CANT1 CAPN3 CARD10 CARHSP1 CBLN1 CCR9 CD164 CD2 CD28 CD8B CDK20 CDK5RAP2 CDKN2C CLDN4 CLK3 CNTNAP2 COL4A2 COQ8A CPSF4L CRIM1 CTSB CXCR3 CYB561 CYB5A DBP DDC DDIT4 DEDD2 DEGS1 DEGS2 DENND2D DHRS3 DLG3 DLST DNAAF1 DNAJB4 DNAJB9 DOP1B DRC1 EEFSEC ELAVL4 EPB41L4A EPHX2 ERRFI1 ETS2 FAAH FAM104A FAM234B FAM43A FBLN2 FBXL12 FBXO6 FBXW2 FGFBP1 FGGY FNDC1 GATA1 GBP6 GLMP GPR34 GRAP2 GRB7 HLA-DOA HMGCS2 HPCAL1 HSD11B1 HSDL2 HUNK ID3 IFTAP IL10 IL5RA IRF9 ITGAE ITPR2 IZUMO1R JCHAIN KCNH2 KCTD2 KLC3 KLC4 KLF1 LDHB LGALS3BP LIPG LMBRD1 LMO7 LRRC42 LRRC61 MGST2 MKNK1 MS4A6A MYL10 MYL11 NCK1 NEDD4L ORMDL3 P4HA2 PDLIM4 PDLIM5 PGAM2 PHYH PLD3 PLXDC1 PMEPA1 PMM1 POLR3GL PPARG PRKCQ PRRT1 PSAP PTPN22 PTPRO RAB20 RAB3IP RASGRF1 RCAN3 RDH10 RELB RGL3 RORC RPS6KL1 RRAS2 RTKN SCAMP1 SCARA3 SCML4 SERPINC1 SFRP2 SH3BGRL2 SIT1 SLAMF1 SLAMF6 SLC25A35 SLC30A4 SLC37A2 SLC5A9 SMPD1 SNX15 SORCS2 SPATS2 SPIB SPINT2 ST3GAL1 ST6GAL1 ST8SIA1 STAMBPL1 STIM1 STK39 TAP1 TBXA2R TCF19 TCTA TECPR1 THNSL2 TJP3 TM6SF1 TMEM115 TMEM120B TMEM218 TMEM230 TMEM38A TOLLIP TPRG1L TPST1 TRAF1 TRIB2 TRPC4AP TSC22D3 TSPYL4 TXNDC16 UBALD2 UBE2H WSB2 XRCC6 YPEL5 GSE24142_DN2_VS_DN3_THYMOCYTE_FETAL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24142_DN2_VS_DN3_THYMOCYTE_FETAL_UP ACSL1 ADAM8 ADGRG3 ALOX5AP AMPD2 ANXA1 APPL2 AQP9 ARAP3 ARHGAP18 ARHGAP6 ARHGEF2 ARL1 ARRB2 ASAH1 B4GALT6 BCL11A BCL3 BEX4 BMP2K BTK C1orf54 CA13 CAPN2 CCNH CD244 CD300LF CD34 CD44 CD9 CDCA7L CDH5 CDKN1A CKAP4 CLEC10A CLEC4D CLNK CMPK2 CNN2 COMT CPA3 CREG1 CST7 CTBP2 CTSK CYFIP1 DAPP1 DDIT4L DDX39A DENND5A DEPTOR DNAAF4 DNMT3B DOCK7 DYRK3 EGLN3 EHD4 EME1 EPB41L4B EXO1 F2R FAM111A FASTKD1 FBXO33 FFAR2 FGA FGD2 FGF3 FKBP1B FLNA FSCN1 FUT8 GGT1 GK GKAP1 GLIPR1 GLIS2 GLUL GNG12 GOLM1 GPR65 GRB10 GTF3C6 GYS1 GZMB HBEGF HHEX HMGA2 HNF4A HSD17B12 HSPA14 ICA1 IDE IER3 IGDCC4 IGFBP4 IKBIP IL10RB IQGAP2 IRAK1 ITIH5 JAK1 KCTD14 KIF2A L2HGDH LARS1 LIN28A LRRC8C LRRK1 LYL1 MAP2K3 MAP3K6 MAP7D1 MAPKAPK2 MARVELD2 MED7 METTL7A MGAT4B MORC4 MPHOSPH10 MT1E MYADM NAPSA NEDD4 NFE2 NFIX NLGN2 NME2 NRG4 NRK NUDT7 OGFRL1 OPTC ORC2 OSBPL5 OXCT1 P2RX4 P2RY14 PAK1 PANK1 PARP16 PARP2 PCYT1A PHACTR2 PLCG2 PLPBP PLSCR1 PLXNB2 PNP PODXL PPIC PRKAG2 PSMD11 PTGER3 PTGES3 PTGR3 PTPRE PYGL RAB31 RAB43 RAI14 RBP1 RETREG1 RFLNB RGS18 RIPOR1 RNF19B SELENOS SERF1A SERPINB1 SFXN1 SLC16A7 SLC17A1 SLC25A24 SLC4A10 SLC4A1AP SNX18 STAT3 STBD1 STEAP3 SYNCRIP SYPL1 TACC3 TAL1 TAS1R1 TES TF THEMIS2 TIFA TJP2 TLE1 TSC22D1 TTPA TUBB4A UCHL1 VCL VIM XRCC2 ZIK1 ZWINT GSE24142_DN2_VS_DN3_THYMOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24142_DN2_VS_DN3_THYMOCYTE_UP ADD3 ADGRG3 AFP AK2 ALOX5AP ANKRD27 ANXA1 APPL2 AQP9 ARHGAP6 ARMCX3 ATP13A2 ATP1A1 ATP1B3 AUTS2 B4GALT6 BCL11A BCL9L BIN1 BTK C1orf54 CA13 CAB39L CABLES1 CAVIN1 CCDC34 CCL5 CD151 CD244 CD302 CD34 CD44 CD48 CD52 CD9 CDH9 CEBPB CEBPZOS CKAP4 CKM CLEC10A CLEC4D CMPK2 CMTM7 CNN2 COMT COQ5 CPA3 CREG1 CRYZL1 CSRP2 CST7 CTNNAL1 CYFIP1 DEPTOR DHFR DHRS11 DKKL1 DOCK7 DUSP6 DYRK3 ECI1 EGFL7 ESM1 FADS3 FANCA FASLG FCGR2B FES FFAR2 FGF3 FLNA FUT8 GALR3 GCNT1 GIMAP7 GKAP1 GLIPR1 GLIS2 GM2A GSTM3 GTF3C6 H1-6 HBEGF HFE HHEX HIP1R HSD17B12 IER3 IGDCC4 IGFBP4 IL17RB IL4R IQGAP2 IRF5 ITGA2B ITGA4 ITGAX KCTD11 KCTD14 KIAA0930 LACTB LDAF1 LGALS1 LIF LITAF LRRK1 LYL1 LYPD1 MACROH2A2 MAP3K6 MAPRE2 MASTL MED7 MGST1 MIF4GD MMP24 MMS22L MPO MRC2 MYADM MYCN NAPSA NEDD4 NFE2 NIBAN1 NR2F6 NRGN NUDT7 OGFRL1 OPTC OTULINL P2RX4 PAK1 PARP16 PCDHB13 PDLIM7 PHKA2 PI4K2B PIM1 PKIB PLSCR1 PLXNB2 PPIC PRKAG1 PROCR PSMD13 PTGER3 PTPRE PYGL RAB31 RAI14 RASGRP2 REXO2 RFLNB RGS1 RGS18 RHOB RIPK1 RIPOR1 RNH1 S100A4 S100A6 SCIN SELENBP1 SERPINB1 SETD6 SH2D3C SIRT3 SKAP2 SLC25A24 SLC7A8 SLCO6A1 SPI1 SPNS2 SRGN STBD1 STEAP3 TAGLN2 TAL1 TAS1R1 TF THEMIS2 THYN1 TLE1 TMCC2 TMEM40 TOP1MT TSPAN2 TSPAN4 TTK TTPA TUBA4A TYROBP UAP1L1 VAV3 VIM WNT7A ZNF768 ZNF821 GSE24142_EARLY_THYMIC_PROGENITOR_VS_DN2_THYMOCYTE_ADULT_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24142_EARLY_THYMIC_PROGENITOR_VS_DN2_THYMOCYTE_ADULT_DN AARSD1 ACADL ACP5 ADRA2B ANGPTL2 ANXA2 ARMT1 ARPP21 ART4 ASCL3 ASF1B ATP1B1 ATP8A1 AURKA AXIN2 B3GNT2 BCAT1 BCL11B BHLHE40 BLVRA BRMS1 C18orf32 C1QTNF1 C3orf70 CAP1 CARD10 CASP6 CCNA2 CCND3 CCT7 CD247 CD3D CD3G CD96 CDC25B CDK5RAP3 CDKN1A CDKN2C CDKN2D CDON CENPA CENPO CLDN2 COL3A1 COX14 CPA3 CTLA4 DDAH2 DDC DERA DESI1 DGKA DGKE DHX40 DMC1 DNAI4 DNAJC24 DNAJC7 DNAJC9 DTNBP1 DYSF EDARADD EDEM1 ELAVL3 ENDOU ENTPD5 EPB41L4B EPCAM ESM1 ETS2 EXOSC2 FBXL12 FKBP5 FLT3LG GABARAPL2 GATA1 GBP6 GCOM1 GINS4 GLCCI1 GPSM2 GRAP2 GSR GZMA H19 H2AZ1 HIBADH HMGCS2 HPCAL1 HSD11B1 IFNGR1 IKZF4 IL17RB IL2RA IL7R INSL5 IRAG2 ITK ITPR2 JAM2 KAT7 KHDC1L KIF4A KIFC3 LAMB3 LAT LCK LEF1 LGALS1 LPXN LY6D MAD2L1 MCUB MIF4GD MOG MORC1 MPP1 MPP4 MPZL2 MS4A1 MS4A6A MTHFD2 MYL10 MYL11 NCK2 NCKAP1 NEFH NEK2 NOTCH3 NRF1 OSTC PBK PCCB PCLAF PIMREG PITHD1 PKP3 PLA2G12A PLD3 PLK1 PLPP1 PLXDC2 PMEPA1 PPARG PPIC PPT1 PRKCA PRKCQ PRNP PSMB2 PSMB5 PSMC3IP PTPN13 PTPRF RAB40B RAD18 RAD54L RAG1 RFXAP RHOH RPL3L RPS6KB2 RRAS2 RRM1 RRM2 RTKN2 SEC24D SEMA4A SH2D1A SIT1 SKA1 SLAMF1 SLAMF6 SLC35D1 SMOX SOCS2 SPCS2 STARD3NL SUPT4H1 SYTL2 SYTL3 TCF12 TEDC1 THNSL2 THY1 TIFA TK1 TKTL1 TM7SF2 TM9SF1 TMEM120B TMEM191C TMEM242 TMEM97 TMPO TNFAIP8L1 TUBA8 TUBB2B UBL4A ZW10 GSE24142_EARLY_THYMIC_PROGENITOR_VS_DN2_THYMOCYTE_ADULT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24142_EARLY_THYMIC_PROGENITOR_VS_DN2_THYMOCYTE_ADULT_UP ABCA1 ACSL1 ACVR2A ADAM17 ADGRG3 ADGRL4 AKAP9 ANTXR2 ANXA1 APOBR APPL2 ARHGAP6 ATP8A2 B4GALT6 BBX BCL11A BCL6 BFAR C21orf91 CA2 CAMK1D CASD1 CCND1 CD27 CD300A CD300LF CD33 CD34 CD52 CD81 CD86 CDH17 CLEC4E CREBZF CSF1R CTBP2 CTNND2 CTSS CYP4V2 DDHD2 DDX4 DENND5A DGLUCY DNAJB9 DOCK7 DZIP1 EBI3 ECE1 ECEL1 EID1 EVI2B FAM91A1 FASLG FCGR2A FES FFAR2 FGD2 FHOD3 FLT3 FRMD4B GCNT2 GDPD5 GEM GLIPR1 GOLM1 GP9 GPRC5B GRAMD1A HADH HCK HHEX HLA-DQA1 HLA-DRB1 HMGA2 HNF4A HOXA11-AS HOXA9 ICE1 ID2 IFI44 IL10RB IL15 IL18 IL18R1 IL18RAP IL1R1 IL1R2 INTS6L IQGAP2 IRF6 IRF8 ITGB2 ITIH5 ITSN1 JARID2 KLRD1 LBP LGALSL LIG3 LMO2 LPIN1 LPL LRRK1 LTBP3 LYN MAP4K5 MEF2C MEIS1 MFSD6 MMP2 MYADM MYCN MYLIP MYLK N4BP2L1 NCF1 NEK6 NIBAN2 NUCB2 ODR4 OLIG3 P2RY14 PARP3 PARP6 PARP8 PEAR1 PIGP PKD2 PLBD1 PLEK PLXNC1 PPP3CA PRDM5 PRKCE PRTN3 PTGER2 PTPN12 PTPRE RAB31 RASA2 RETREG1 RFLNB RGS1 RGS18 RGS8 RHOQ RNF149 ROBO1 RPGRIP1 RSRP1 RUFY1 S100A4 SASH1 SCAF11 SESN3 SHISA2 SLC25A36 SLC25A45 SLC25A53 SLC29A3 SLCO3A1 SOX4 SPAG1 SPECC1 SPINT1 SPOP ST3GAL2 ST6GAL1 STX3 TACR2 TAL1 TBK1 TCEAL1 TCF7L2 TEF TENT5C TGFBR2 TIRAP TLR7 TMEM51 TMPRSS3 TRIO TRIT1 TSC22D1 TTPA TYROBP VAV3 VCL VILL VSIR WDFY2 YTHDC1 ZBTB14 ZBTB20 ZFHX3 ZMAT3 ZNF436 ZNF467 ZNF503 ZNF623 GSE24142_EARLY_THYMIC_PROGENITOR_VS_DN2_THYMOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24142_EARLY_THYMIC_PROGENITOR_VS_DN2_THYMOCYTE_DN ABHD8 ACOT8 ADA AGFG2 AHI1 AKT2 ALDH1B1 ANGPTL2 ANTKMT ANXA2 AP3S1 ARHGAP9 ARPP21 ART4 ASF1B ATP8A1 AXIN2 AXL B3GNT2 BCL11B BCL2 BEST2 BHLHE40 BNIPL BST1 C1QTNF1 CARD10 CARHSP1 CASP6 CCNA2 CCND3 CD247 CD28 CD3D CD3E CD3G CDC25B CDC45 CDH9 CDK2AP2 CDON CENPM CKM CNGA1 COMP CPSF4L CTLA4 CXCR4 DAD1 DDAH2 DDIT4L DEGS2 DENND2D DESI1 DGKA DGKE DHX40 DPP4 DTNBP1 EDARADD EDEM1 ENDOU ENSA ENTPD5 EPCAM ESM1 FBLN2 FBXL12 FKBP5 FSTL3 FYB1 G6PC2 GALE GCOM1 GDPD1 GFI1 GLYCTK GPSM2 GRAP2 GSR GSTT2 HAUS5 HIBADH HMGCS2 HOGA1 HPCAL1 HSD11B1 IFNGR1 IFT80 IL17RB IL2RA IL7R INA IRAG2 ITK ITM2C KIF18A KIF4A KIFC1 LAD1 LAT LCK LGALS9B LIG1 LPXN MAOA MBNL3 MC1R MCOLN2 MCUB MED20 METTL8 MGAT5 MIF4GD MLLT3 MLX MMP17 MORC1 MOV10L1 MPP1 MPZL2 MS4A1 MS4A6A MTF2 MTHFD2 MYL11 NCAPH NCK2 NCKAP1 NEU3 NGLY1 NHERF4 PCLAF PDCD1 PDLIM1 PDRG1 PITHD1 PLA2G12A PLD4 PLXDC2 PMEPA1 POU2AF1 PPARG PPEF2 PPT1 PRELP PRKCA PRNP PRRT1 PSMB8 PTCRA PTH2R PTPRF PTRH1 RAB27A RAD18 RAG1 RASL10A RDM1 REXO2 RGCC RHOH RPS6KL1 RTKN2 SAPCD1 SEC24B SEC24D SEMA4A SEMA7A SH2D1A SH2D2A SIT1 SLA2 SLAMF1 SLAMF6 SLC35D1 SOCS1 SPIB SYTL3 TAS1R1 TCF12 TCOF1 TEC TECTA TEDC1 THY1 TK1 TKTL1 TMEM120B TMEM134 TMEM191C TMEM242 TMEM50B TNFAIP8L1 TPX2 TRAT1 TUBB2A TUBB3 WDR54 GSE24142_EARLY_THYMIC_PROGENITOR_VS_DN2_THYMOCYTE_FETAL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24142_EARLY_THYMIC_PROGENITOR_VS_DN2_THYMOCYTE_FETAL_DN ADAM2 ADAMTS8 ADIPOQ ADRB2 AGAP2 AGFG1 AHDC1 ANXA2 AOC1 ARHGAP24 ASAH2 BASP1 BCAT1 BCL11B BHLHE22 BHLHE40 BMP5 C2 C3orf70 CACNA1B CASP12 CASP3 CASP6 CCDC70 CD247 CD27-AS1 CD3D CD3E CD3G CHML CLBA1 CLEC11A CNDP2 CNTNAP4 COL12A1 COL6A3 CREB3L3 CRYGN CTSE CTSK CXCR4 DDIT4L DEGS2 DENND2D DHX40 DNAJB2 EDARADD ELF4 EMD EPHX2 EREG ESM1 EZR FAM118B FBP1 FBXL12 FOXP3 FYB1 G0S2 GAB3 GAD1 GADD45G GAL GALNT3 GCH1 GCM2 GCOM1 GDPD1 GJB4 GNG12 GPX8 GRAP2 GRB7 GTSE1 GZMA H19 HAO1 HPCAL1 HRG HSPA2 IL2RA INSL5 IPO4 IRS1 IZUMO1R KCNJ9 KHDC1L KRT25 KRTAP19-5 KRTAP20-2 KRTAP3-3 KRTCAP3 LBX1 LGALS1 LGR6 LPXN LRR1 LRRC20 LSS MAP7D1 MCAM MCOLN2 MCUB MED20 METTL13 METTL8 MFSD4A MLX MMP15 MOV10L1 MPP1 MPZL2 MS4A6A MSH4 MST1R MTRES1 MYH2 MYH4 MYL10 NCK2 NDRG2 NDUFV3 NEK8 NEU2 NHERF4 NPY ORM2 PARP16 PDCD1 PEX6 PGAM2 PITHD1 PKP2 PKP3 PLA2G12B PLD4 PLPP1 PODXL POLD1 POLM POU2AF1 POU6F1 PPARA PPARG PPEF2 PPP1R11 PPP2R5D PRELP PRKCA PRKN PRPS2 PTCRA PTPN13 PUDP RAB27A RAG2 RASL10A REC8 RGCC RHOV RRAS2 S100A9 SEC24D SEC61B SELENOS SELL SERPINB5 SLC2A4 SLC4A10 SLCO1A2 SLFN12 SPIB SPINT2 SYTL3 TAS1R1 TEAD3 TECPR1 TECTA TEDC1 TEX15 TFIP11 THY1 TIMP2 TLL2 TMEM120B TMEM214 TMEM38A TMEM54 TMEM63B TOM1L1 TRAT1 TUBB2A TUBB2B TUBB3 TXK UBE2L3 UNC45A XBP1 YBX2 ZNF14 GSE24142_EARLY_THYMIC_PROGENITOR_VS_DN2_THYMOCYTE_FETAL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24142_EARLY_THYMIC_PROGENITOR_VS_DN2_THYMOCYTE_FETAL_UP ABCA1 ABCA3 ABCB4 ACTG1 ADAMDEC1 ADGRL4 ALOX15 APOBR APPL2 AQP9 ARHGAP12 ARHGAP18 ARL5A ARRB1 AVIL B3GNT5 B4GALT6 BCL11A BEX4 BIRC3 C11orf54 CA2 CASD1 CASP1 CCND1 CCR2 CCR8 CCR9 CD300A CD300LF CD302 CD33 CD34 CD44 CD7 CD81 CD86 CDCA7L CFP CLEC4E CMTM3 CMTR2 CPQ CSF1R CTSS CXCR3 CYB561 DAB2IP DDX4 DENND5A DNMT3B DOCK7 EEIG1 EHBP1L1 EPS8 ESAM FASLG FCGR2A FCRL1 FFAR2 FGL2 FHOD3 FLT3 FMO5 FSTL1 GCLC GCNT2 GCSAM GEM GRB10 GRK5 GSTM3 HEBP1 HLA-C HMGA2 HOXA9 HSPA5 ICA1 ICAM1 IER3 IFNG IGDCC4 IGF2BP2 IL10RB IL18R1 IL1R1 IL4R IRF6 IRF8 IRF9 ITGA9 ITGB2 ITIH5 KCTD14 KLF1 KLRD1 LBP LGALSL LMO2 LPCAT1 LRRK1 LYN MACROH2A1 MAN2B1 MCOLN3 MEF2C MEIS1 METRNL MITF MPL MPO MT2A MXD4 MYADM MYCN NDN NIBAN2 NR1D2 NRROS OAS2 OGFRL1 OSBPL1A OTULINL P2RX4 P2RY14 PAIP2 PAK1 PCYOX1 PER2 PHKB PIGC PIP4K2A PLA2G4A PLEK PLXNB2 PLXNC1 POLR3GL PPP1R2P1 PPP3CA PRCP PRTN3 PTGS1 PTK2 PTPN12 PTTG1IP PYGL PYGM RAB31 RAB32 RAI14 RAMP2 REEP6 RFLNB RGS3 RGS8 RHD RNF2 S1PR1 SAMHD1 SASH1 SGSH SH3BP2 SHISA2 SIRPA SKAP2 SLA SLC25A45 SLCO3A1 SNX19 SNX9 SOCS5 ST3GAL2 ST6GAL1 ST6GALNAC3 SULF2 TAL1 TCEAL1 TGIF2 TGM2 THEMIS2 TJP2 TMEM119 TMEM176B TMEM185A TMEM51 TMEM63A TMEM71 TNFSF14 TNIP2 TOR1B TRIM34 TSC22D1 TSC22D3 TSPAN33 TTPA USP18 VCL VIM YWHAH ZNF202 GSE24142_EARLY_THYMIC_PROGENITOR_VS_DN2_THYMOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24142_EARLY_THYMIC_PROGENITOR_VS_DN2_THYMOCYTE_UP ABCA3 ABCB4 ABCC1 ACVR1B ADAM17 ADCY7 AHNAK ANG ANTXR2 ANXA1 ANXA3 APOBR APP APPL2 AQP9 ARL5A ARRB1 ARRDC4 ATF6 ATP8A2 BCL11A BTK C11orf54 C9orf72 CA2 CALHM5 CASD1 CCL5 CCND1 CCR2 CCR5 CD180 CD244 CD300A CD33 CD34 CD44 CD52 CD68 CD7 CD81 CD86 CDH17 CSF1R CXCR3 DAB2IP DENND5A DNMT3A DOCK5 DOCK7 DUSP6 EBI3 EEIG1 EID1 ENDOD1 ENTPD1 FAM91A1 FASLG FCGR2A FCRL1 FES FFAR2 FGL2 FHOD3 FYN GALNT4 GATA2 GCNT2 GCSAM GEM GFI1B GGT5 GKAP1 GLIPR1 GP9 GSTM3 HCK HEBP1 HHEX HLF HPS3 ICA1 IER3 IER5 IL10RB IL18R1 IL18RAP IL1R2 IQGAP2 IRF5 IRF6 ITGA9 ITGAX ITGB2 ITIH5 JKAMP KCNH2 KCTD12 KLRD1 KRT7 LBP LDLRAP1 LGALSL LITAF LMO2 LPCAT1 LRP1 LRRK1 LY86 LYN MAN2B1 MAP4K5 MEF2A MEF2C METRNL MFSD6 MGST1 MITF MOB1A MPO MYADM NCF1 NEK6 NIBAN2 ODR4 OGFRL1 OTULINL PAK1 PARP3 PCYOX1 PLA2G15 PLA2G4A PLEK PLXNB2 PPP3CA PRCP PROCR PRTN3 PTGER3 PTK2 PTPRE RAB31 RAB32 RAI14 RAMP2 RAP2A RFLNB RGS1 RGS10 RGS18 RHOQ RNF149 RORA RRAS S100A4 SAMHD1 SAMSN1 SASH1 SCAF11 SERPINA12 SHISA2 SIRPA SKAP2 SLC25A45 SLC35F5 SMAD6 SMAD7 SOCS5 SORL1 SOX4 SPECC1 SPNS2 ST3GAL2 STARD8 STAU2 SWAP70 TAL1 TCEAL1 TDRD7 TFEC TGFBR2 TGIF2 THEMIS2 TJP1 TLCD2 TMEM51 TMPRSS3 TNFSF14 TSC22D1 TSPAN32 TTC3 TTPA TYROBP UBL3 VAV3 VSIR ZBTB14 ZNF467 ZNF503 ZNF521 GSE24142_EARLY_THYMIC_PROGENITOR_VS_DN3_THYMOCYTE_ADULT_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24142_EARLY_THYMIC_PROGENITOR_VS_DN3_THYMOCYTE_ADULT_DN ACAA2 ACTN1 ADA ADGRD1 AGFG1 AHI1 AHR ANXA2 AP3S1 ARPP21 ATP1B1 ATP8A1 AXL BCL11B BHLHE40 BLVRA BMAL1 BST1 C18orf32 C1QTNF1 C9orf64 CAMKV CAPZA3 CBL CCT7 CD247 CD28 CD3D CD3G CDC34 CDC42SE2 CDK6 CHCHD3 CHD1L CHUK CHURC1 CKAP2 CLTB CNTNAP2 CPSF4L CRCP DDC DDX47 DESI1 DGKA DGKE DHX40 EIF5A EMC3 EMC7 ENDOU ENTPD5 EPCAM ERCC8 ERP44 EXOSC2 FBLN2 FKBP5 GALNT10 GBP6 GCOM1 GDPD1 GFRA1 GPHN GRAP2 GSR GTF2H2 GZMA H19 HCCS HIBADH HMCES HMGA1 HMGCS2 HSD11B1 HSDL2 ID3 IKZF4 IL2RA INO80C INSL5 ITGA6 ITK ITM2C KHDC1L LCK LEF1 LIPG MAPKAPK5 MBD2 MCUB MICOS13 MLLT3 MPC1 MPZL2 MRPL12 MRPL49 MRPL55 MRPS26 MRPS33 MS4A6A MST1R MVK MYG1 NAF1 NCK2 NCKAP1 NDUFAF3 NDUFS1 NEFH NFKBIE NGLY1 NME3 NOC2L NR3C1 NSG1 OSTC PDLIM5 PFN2 PGAM2 PHF2 PHTF1 PITHD1 PLA2G12A PLD3 PLD4 PLIN3 PLXDC2 PMM1 PNO1 POLM POLR2F PPIC PRAF2 PRKCA PRKCB PRKCQ PSMB10 PSMB5 PTCRA PTPRF RAB8A RAG1 RAG2 REX1BD RFXAP RGS14 RHOA RHOH RPL11 RPL24 RPL36A RRAS2 RRP1 SAPCD1 SEC24D SEMA4A SEPTIN6 SF3B5 SH2D1A SH3KBP1 SIT1 SLAIN1 SLAMF1 SLAMF6 SLC35B1 SLC35B3 SLC35D1 SLC66A3 SMO SOCS1 SPATS2 STIP1 SUN2 SVIL SYAP1 SYF2 SYNJ2 SYTL3 TCF12 TCOF1 TIMM13 TM7SF2 TM9SF1 TMEM131 TMEM134 TMEM165 TMEM50B TNFAIP8L1 TNFRSF18 TPP2 TRDMT1 TUBB2B TUBB3 TUBG2 UBE2D3 UBL4A UTP4 XBP1 ZW10 GSE24142_EARLY_THYMIC_PROGENITOR_VS_DN3_THYMOCYTE_ADULT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24142_EARLY_THYMIC_PROGENITOR_VS_DN3_THYMOCYTE_ADULT_UP ABCA1 ABHD4 ABHD5 ACVR1B ACVR2A ADGRL4 AFF4 AKNA ALDH6A1 ANGEL1 ANXA4 APBB2 AQP9 ARFRP1 ARHGEF18 ARL5A B4GALT6 BCL11A BMP1 BNIP2 C11orf54 CA9 CABLES1 CAMK1D CBFA2T3 CCDC28A CCND1 CD300A CD52 CD81 CDH17 CEACAM21 CEP68 CIPC CPPED1 CRYZL1 CSF1R CTDSPL CTSG CTSS CYB5R3 CYP4V2 DCXR DDHD2 DDX4 DENND5A DGLUCY DIP2B DKKL1 DNAJB9 DNER DSTYK EBI3 EEIG1 EIF4B EPB41L3 FAM107B FAM114A1 FBLIM1 FES FGD2 FHOD3 FLT3 FRMD4B GAB1 GALNT4 GATM GDPD5 GEM GGT5 GIMAP6 GLIS2 GNA14 GNA15 GNB4 GON4L GPM6B GRAMD1A GRN HAAO HCK HLA-DOB HLA-DRB1 HLA-E HLTF HOXA11-AS ICAM1 IL18 IL18R1 IL1R2 INPP4A IRAK4 IRF6 IRF8 ITGAV ITGAX ITSN1 KDM7A KIAA1522 KLF7 KLRD1 KMO LBP LGALS8 LHPP LMO2 LPCAT1 LTBP3 LTF LY86 MAN2B1 MAP3K8 MAP4K5 MAPRE2 MAST3 MEIS1 MGAT4B MICAL1 MMP2 MSL2 MYADM NAAA NCF1 NEK6 NFKBIA NIBAN2 OSBPL1A P2RY14 PAFAH2 PAK1 PCTP PDGFRB PEX11A PHF20 PIP4K2A PITPNC1 PLAAT3 PLAUR PLBD1 POLDIP3 PPFIBP2 PRDM5 PRKCE PRMT2 PTPN12 PTPRE RAB14 RAB3GAP2 RAB43 RAMP2 RASA2 RBM43 RCN3 RFLNB RGS2 ROBO1 RPGRIP1 RSAD2 RTP4 S100A4 S100A6 SASH1 SEC61A1 SELENBP1 SEZ6L SH2B3 SLC25A53 SLC28A2 SLC52A3 SLCO3A1 SPAG1 SPECC1 SPOP SPRY2 ST14 ST3GAL2 ST3GAL5 ST6GAL1 STK17B TAL1 TCEAL1 TDGF1 TENT5C THEMIS2 TMBIM1 TMPRSS3 TP53BP1 TRIO TRIT1 TSC1 TSC22D1 TSPAN1 TWIST2 TYROBP VAPB WDFY2 ZFHX3 ZNF436 ZNF768 ZNF821 GSE24142_EARLY_THYMIC_PROGENITOR_VS_DN3_THYMOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24142_EARLY_THYMIC_PROGENITOR_VS_DN3_THYMOCYTE_DN AAK1 ABHD8 ABLIM1 ACAA2 ACTN1 ADA AGFG2 AGPAT3 AHI1 AKAP12 ALDH1B1 ANGPTL2 ANGPTL6 ANKS3 ANXA2 ARHGAP9 ARPP21 ATOH8 ATP1B1 ATP8A1 AUH AXL BCL11B BCL2 BRDT BST1 C1QTNF1 C2CD2L CARD10 CBX4 CD247 CD28 CD3D CD3E CDH1 CLK3 CLTB COQ10A CTLA4 CTSV CYB5A DAPK1 DEGS1 DEGS2 DESI1 DGKA DGKE DGUOK DHX40 DIPK2A DNLZ DNMBP DUSP10 DYNLT5 EDEM1 ELOVL5 EMC3 ENDOU ENSA ENTPD5 EPB41L4A EPCAM ETS1 ETS2 F2 FBLN2 FBXL12 FHIT FKBP5 FYB1 GALNT10 GCOM1 GDPD1 GFI1 GFRA1 GLCCI1 GPAM GPSM2 GRAP2 HECTD3 HIBADH HIVEP3 HMGCS2 HPCAL1 HSD11B1 HSDL2 ID3 IFNGR1 IFT25 IFT80 IL2RA IL34 IL7R ITGB4 ITK ITM2C ITPR2 KLC3 LAT LCK LDHB LEF1 LRRC42 MBNL3 MBP MBTPS1 MCUB MED20 METTL8 MIA2 MLH3 MLLT3 MLX MPG MPP1 MS4A6A MTF2 MTRES1 NABP1 NCK2 NGLY1 NRP1 NSG2 PDCD1 PGS1 PHTF1 PITHD1 PKP3 PLA2G12A PLD3 PLD4 PLIN3 PMEPA1 PPT1 PRKCB PRKCH PRNP PRRT1 PTCRA PTPRF RAB3IP RAG1 RALGPS2 RGCC RHOA RHOH RPS6KL1 SAPCD1 SCML4 SEC24D SH2D1A SH2D2A SH3KBP1 SIT1 SLA2 SLAIN1 SLAMF6 SLC11A2 SLC12A4 SLC35D1 SLC37A2 SLC5A9 SLC66A3 SMARCA4 SOCS1 SOCS3 SPATA6 SPIB SPINT2 SPRY1 TCF12 TCF25 TCOF1 TEC THY1 TMC6 TMEM120B TMEM131 TMEM151B TMEM242 TMEM50B TMPRSS4 TNFAIP8L1 TNNI3 TOLLIP TP53I13 TPRKB TPST1 TRAF1 TRIM11 TRIM46 TSPYL4 TUBB3 TUBG2 TULP3 UBE2J1 UBL5 XRCC6 GSE24142_EARLY_THYMIC_PROGENITOR_VS_DN3_THYMOCYTE_FETAL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24142_EARLY_THYMIC_PROGENITOR_VS_DN3_THYMOCYTE_FETAL_DN ABCC5 ACTN1 ADCY6 ADRB2 AGFG1 ALDH7A1 ANKRD46 AP3M2 ARHGAP9 ARHGEF10L ASB4 ASB8 ATG12 ATG4D ATP1B1 ATP8A1 BCKDHA BCL11B BRDT BTG1 CACNA2D2 CAMKV CBLN1 CD164 CD8B CDC42EP1 CDK20 CDK5RAP2 CDKN2C CERK CHD7 CLDN4 CLEC11A CLK3 CRIM1 CTNND2 CUX2 CYB5A CYP2J2 CYTH1 DAPK1 DBP DEDD2 DGKE DHX40 DIPK2A DLG3 DLST DNAH8 DNAI4 DNLZ DNMBP DOCK6 DSG2 DUSP10 DYNLT5 EDARADD EDEM1 EFEMP2 EHD3 EHHADH EIF2AK3 EIF3I ENTPD5 ERBB3 ERN2 EVI5 EZR FAM104A FBXO25 FICD FYB1 GALNT2 GBP6 GFI1 GIPC2 GPR132 GRB7 GSK3A HDAC11 HDAC7 HEYL HIBADH HIVEP3 HSD11B1 HSDL2 HUNK IFNGR1 IGF2 IGF2-AS IL10 IL5RA ITGB4 ITK ITPR2 IZUMO1R KCNJ9 KDM8 KLC3 LBX1 LDHB LEF1 LIPG LLGL2 LMO7 LRRC42 MAN1A1 MBP MBTPS1 MED20 METTL8 MGST2 MIA2 MPG MPP1 MTF2 MYL10 MYL11 MYOF NATD1 NCK2 NDRG2 NEDD4L NOTCH1 NOTCH3 NR3C1 PAG1 PDLIM5 PEX6 PGF PHTF1 PKP3 PLD3 PLXDC1 PMEPA1 PMM1 POLD1 PPP3CB PRADC1 PRKCB PRRT1 PTPN13 PTPRO PTRH1 RAB20 RAB33A RAB6B RAG1 RASGRF1 RCAN3 REC8 RFXANK RGCC RRAS2 RSPH1 SATB1 SCML4 SETD4 SH3BGRL2 SHISA5 SIDT2 SIN3B SLA2 SLC2A3 SLC35D1 SLC37A2 SLC66A3 SNRK SPATS2 SPG11 STAMBPL1 STAT1 SYNE1 SYNE2 SYTL3 TAB1 TBCA TBXA2R TEC TGFBR1 TLE3 TM6SF1 TM7SF2 TMC6 TMEM120B TMEM131 TMEM230 TMEM38A TNFAIP8L1 TOLLIP TRAF1 TRIM24 TUBB2A TUBB2B TXK TXNDC16 VEGFA WSB2 XBP1 GSE24142_EARLY_THYMIC_PROGENITOR_VS_DN3_THYMOCYTE_FETAL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24142_EARLY_THYMIC_PROGENITOR_VS_DN3_THYMOCYTE_FETAL_UP ABCE1 ADAMDEC1 ADD3 ALOX15 ANXA1 APPL2 AQP1 ARHGAP21 ARL1 ARMCX4 ARRB2 ASNSD1 ATP6V0A2 B4GALT6 BCL3 BIRC3 BTK C11orf54 C1orf174 C1orf54 C6orf89 C9orf72 CCND1 CCR8 CD180 CD300A CD33 CD44 CD68 CD81 CD9 CD93 CDCA7L CDH17 CEBPB CERS2 CFP CHCHD4 CKAP4 CLEC10A CLEC4E COASY COL9A3 CRYZL1 CSF1R CST7 DMAC2L DNMT3B DOCK7 DOK2 EHBP1L1 EHD4 ENO3 EPDR1 EPS8 ESAM FADS3 FAM111A FASTKD1 FBXO33 FCGR2B FCRL1 FES FGD2 FH FHOD3 FLNA GCLC GCSAM GGH GIMAP7 GK GLUD1 GNA15 GNG2 GRB10 GSPT2 GYS1 HES5 HHEX HLA-C HYCC1 IDE IGDCC4 IKBIP IL10RB IL11RA IL18R1 KIT KLF4 LDLRAP1 LGALSL LMO2 LPIN2 LRRK1 LTF MAP2K3 MARVELD1 MCOLN3 MEF2C MEIS1 MPHOSPH10 MT2A MYO1C NCF1 NCOA4 NDN NEK6 NFAM1 NFIX NFU1 NIBAN2 NIPSNAP3A NLGN2 ORC2 OSBPL5 OTOS OTULINL P2RY14 PAK1 PCTP PCYT1A PDGFRB PDIA5 PKIB PLA2G15 PLA2G4A PLSCR1 PLXNB2 PNP PRCP PRDM5 PROCR PSMA1 PTGER2 RAB43 RAMP2 RCN3 RFLNB RHOQ RIPOR1 RNASE4 RNF149 RNH1 RPP40 S1PR1 SASH1 SCCPDH SEPTIN2 SERF1A SERPINB1 SIRT3 SKAP2 SLC16A7 SLC24A3 SLC28A2 SLC4A1AP SLCO3A1 SMAD7 SOCS5 SPRED1 STK26 STX3 SWAP70 SYNCRIP SYPL1 TBC1D24 TCEAL1 TESC TF TGFBR2 TGM1 THEMIS2 THNSL1 THOC1 TIFA TMBIM1 TMEM119 TNFRSF21 TOP1MT TRIM13 TSC22D1 TSPAN33 TSPAN4 TTC39B TTC39C TTPA TYROBP UAP1L1 UBE2E2 UTP20 VAMP3 VAMP5 VIM YAF2 ZEB2 ZNF202 ZNF22 ZNF280C ZNF768 GSE24142_EARLY_THYMIC_PROGENITOR_VS_DN3_THYMOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24142_EARLY_THYMIC_PROGENITOR_VS_DN3_THYMOCYTE_UP ABCB4 ABCC1 ACSL1 ACVR1B ANGEL1 ANXA1 APP APPL2 AQP9 ARHGAP12 ARHGAP6 ARL5A ASAH1 ATP13A2 B4GALT6 BCL11A BTK C11orf54 C1orf54 CA2 CAB39L CABLES1 CALHM2 CCL5 CCND1 CD151 CD180 CD244 CD300A CD33 CD34 CD44 CD52 CD68 CD81 CD9 CDH17 CEACAM21 CEBPB CKAP4 CLEC4D CLNK CNN2 CPPED1 CSF1R CST3 CTBP2 CYFIP1 DENND5A DEPTOR DOCK5 DOCK7 DUSP6 DYM DYRK3 EBI3 ECI1 EIF2AK4 FASLG FBXO33 FCGR2A FCGR2B FES FFAR2 FGD2 FHOD3 FLNA GABARAPL1 GATA2 GCNT2 GCSAM GGH GGT5 GKAP1 GLIS2 GLUL GNA15 GP9 GPR65 GSN GSTM3 HBEGF HCK HHEX HIP1R HNF4A HSD17B11 HYCC1 IER3 IGDCC4 IL10RB IL4R IRF5 IRF6 ITGAX ITIH5 KCTD12 KCTD14 KLHDC2 KLRD1 KRT7 LACTB LBP LITAF LMO1 LPCAT1 LRRK1 LTB4R LTF LUZP1 MANBA MAPRE2 MEF2C MGAT4B MGST1 MPO MYADM MYCN NAPSA NCF1 NEK6 NFAM1 NIBAN1 NR2F6 NRGN OGFRL1 OTULINL P2RX4 PAK1 PCTP PKIB PLA2G15 PLA2G4A PLEK PLXNB2 PLXNC1 PRCP PROCR PRTN3 PTER PTGER3 PTK2B PTPN12 PTPRE RAB31 RAB32 RAI14 RAMP2 RASGRP2 RFLNB RGS1 RHOQ RIPOR1 RNF149 RNH1 RORA RRAS S100A4 S100A6 SASH1 SELENBP1 SEPTIN2 SERF1A SERPINB1 SH2D3C SHISA2 SIRPA SIRT3 SKAP2 SLC35F5 SMAD6 SORL1 SPI1 SPNS2 SPSB4 SPTLC2 ST3GAL2 STAU2 TAGLN2 TCEAL1 THEMIS2 TJP1 TLCD2 TMBIM1 TMEM205 TMEM40 TMEM51 TNFSF14 TNIP2 TSC22D1 TSPAN32 TSPAN4 TTC39C TTPA TUBB6 TYROBP UAP1L1 VCL WDFY3 ZNF768 GSE24210_CTRL_VS_IL35_TREATED_TCONV_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24210_CTRL_VS_IL35_TREATED_TCONV_CD4_TCELL_DN AARS1 ACACA ACADS ACO1 ACY1 ADI1 AHCY ALAD ALG8 ANAPC1 APIP ATP2A2 ATP5F1A ATP5F1E ATP6V0C BCAT1 BCKDK BLMH BOP1 BSPRY BZW2 C1orf50 CACNA1C CAD CASP4 CCT7 CDC34 CDK2AP1 CDKN1A CENPC CENPH CEP55 CERS6 CIAO2B CLNS1A CLPP CLUH CNDP2 CNIH4 CNOT9 COPS3 CPTP CTU2 CYP51A1 DBI DDB1 DLL3 DNAJC15 DNLZ DUT EIF3B EIF3G EIF3I EIF4G1 EIF5B EML2 ERH EXO1 FAF1 FAM98A FBXL15 FBXO6 FCF1 FDFT1 FDX1 GAP43 GATAD1 GCLM GCSH GET3 GFOD2 GFUS GLMN GNL2 GPATCH4 GRPEL1 GYPC HDLBP HINT1 HIVEP3 HMBS HNRNPA0 HSPE1 IDH3A IFRD2 IPO11 ITFG1 ITPRID2 ITSN1 KRR1 LAGE3 LAS1L LETM1 LRP11 LSM12 LSS LYPLA2 LZTR1 MAP2K3 MBD3 MDH2 METAP2 METTL13 MNAT1 MRPL22 MRPL23 MRPL36 MRPL37 MRPS26 MTHFD1 MTOR NAA38 NADK NAT10 NDUFA8 NDUFB7 NDUFV1 NELFE NFS1 NHP2 NME1 NMT1 NPM1 NQO1 NR4A3 NTMT1 NUDT2 NUDT5 PABPC4 PAOX PCNA PDZD11 PEX2 PGLS PHB2 PHF23 PIN1 PMM1 PMP22 POLA2 POLR1D POLR1G PPIA PPRC1 PRDX1 PRDX6 PRIM2 PRPF31 PSMA4 PTOV1 PUM3 PUS7L RAB7A RAD23B RBKS RBMXL1 RFC4 RPA3 RPL7L1 RRM1 SDHC SEC61B SLC25A10 SLC35A4 SMYD5 SNHG3 SNRPA1 SPRYD4 SQLE SRM SUB1 SUPV3L1 TBC1D7 TBL3 TCERG1 TIMM17B TMEM147 TMEM256 TMEM51 TRMT61A TRNT1 TXNDC9 TXNL1 UBL5 UNG UQCR10 UQCRQ UROD USP28 VCPKMT WASHC5 WDHD1 WNT10A YBX1 YIF1B ZMYM1 ZMYND19 ZNF35 ZNF768 GSE24210_CTRL_VS_IL35_TREATED_TCONV_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24210_CTRL_VS_IL35_TREATED_TCONV_CD4_TCELL_UP ABCB1 ACKR2 ACVR1B AFG1L ALDH3A2 ALPK2 AMER1 AP2A2 AP4B1 APOBEC1 ARAP1 ARHGAP26 ARHGDIB ARMC3 BBS2 BBX BCL7A BLNK BRAF BTG1 C16orf54 C19orf12 CAMK1D CAMKMT CBFA2T3 CCDC82 CCNL2 CD1D CD40 CD47 CD74 CDC25B CDC42EP3 CDC42SE2 CDKN1B CELF2 CEP192 CEP350 CEP68 CKLF CLIC1 CLK1 CMTM7 CMTR1 CNOT6L CR2 CREB3L2 CREBL2 CRIM1 CRIP1 CRLF3 CXCR5 CYTH1 DENND1C DFFA DTX3L DUSP11 DUSP6 EEIG1 EHD3 ELL3 EMID1 ERMARD FANCA FBXL4 FGD2 FRY GABPB2 GCOM1 GMFG GPD1L H2AC25 HEPACAM2 HERC2 HIVEP2 HSH2D IFT140 IGKC IL9R ING1 INVS IRF2 IRF2BPL ITGA6 ITM2B ITPR1 ITPR3 JAK1 JAK3 KCTD12 KDM3A KIDINS220 KIZ KLF3 KLHL24 LCOR LIMK2 LPP LTA LY6D LY86 MAP3K3 MCL1 MCTP2 MED13L METTL7A MINDY2 MORC3 MS4A1 MTARC2 MTSS1 MYL4 MZB1 NAB1 NCK2 NCKAP1L NOD1 NOTCH2 NUAK2 NUFIP2 OXR1 PADI2 PAK1 PDE1B PDE2A PHC3 PHF20L1 PHF21A PIK3R4 PKIB PLEKHO1 PLGRKT POLG2 POLI PPP1R21 PRIMPOL PRKACB PRR13 PSD3 PSD4 PSMB9 PTEN PTPRC PXK RAB19 RAB3IP RAC2 RAPGEF4 RAPGEF5 RASGRP1 RASSF4 RCSD1 RDM1 RERE REV3L RNF139 ROCK1 RSRC1 SEC11C SF3B1 SFN SFT2D2 SGPP1 SHISA5 SLAMF1 SLC26A11 SLC35B3 SLC40A1 SLC44A2 SLC50A1 SNX2 SNX29 SPATA13 SPG11 STRADB SYS1 TAPBP TBC1D10C TEC TECPR1 TLE5 TLR1 TLR4 TMEM123 TOP2B TPST1 TRAF3 TRAF5 TRIB2 TRIM11 TRIOBP TXNIP UROS USP6NL VIM VPS41 WDR44 ZMYND8 ZNF592 ZNF622 GSE24210_IL35_TREATED_VS_RESTING_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24210_IL35_TREATED_VS_RESTING_TREG_DN ABRACL ACTRT3 ADD2 ADRA2A ALDH1A3 AMHR2 ANP32A APLNR ARHGAP44 ARHGEF9 ATP11C ATP1A4 ATP6V0D2 B3GALNT1 BCLAF3 BTC BVES C12orf42 C12orf50 C1QL3 CA12 CA9 CASQ1 CBX8 CCDC169 CCDC24 CD209 CD4 CDKN1A CDKN2D CFAP69 CNTNAP4 COL10A1 COL24A1 COL8A2 CORO6 CPLANE2 CPN2 CRYBA2 CUX2 CYYR1 DCSTAMP DHX16 DHX29 DISP3 DLC1 DLG5 DLK1 DPPA5 DUSP8 DYRK1B EFCAB3 ENOX1 ENTPD8 EPHX1 ERBB2 FABP12 FABP3 FAM110A FAM163B FAM221A FGD1 FGF16 FOXS1 FRAT2 FSHB FUNDC2 GATA2 GCOM1 GJC3 GJD4 GP1BA GPAT3 GPR135 GPR20 GPR26 GPR27 GRIA4 GTSF1 GUCY1A1 HCRTR2 HDHD2 HNF1A HOXC13 HVCN1 IFITM5 IL10 INHBB ITSN2 IZUMO1 IZUMO1R JAG2 JARID2 KAZALD1 KAZN KCND2 KCNIP4 KCNJ14 KCNJ2 KCTD7 KIF14 KISS1R KLHL1 KLHL23 KRT31 KRT6A KRT76 KRTAP3-3 LCK LCN2 LEFTY2 LGI4 LRFN3 LRRC31 LRRC4 MAL MAP7 MAPK10 MARVELD2 METTL27 MFGE8 MIER1 MIOX MIR124-1HG MITF MOK MPP2 MSH3 MST1R MYO1E MYOD1 MYRIP NHLRC1 NKAIN1 NNMT OCIAD2 OPN1SW OSR2 OTOA P2RY6 PAK6 PDE6B PHOSPHO1 PINK1 PLAC9 PLAG1 PPP1R1B PPP1R3A PPP2R2B PRSS54 PSAPL1 PTCRA RAB42 RAMP2 RAPGEF6 RHBDL3 RIBC1 RIN1 S1PR5 SCRN2 SEMA5B SH2D2A SH3D19 SLC12A5 SLC22A12 SLC5A10 SLC6A18 SLN SORBS3 SOST SPAG9 STXBP6 SYT13 TACR3 TBR1 TEC TENT5B TFAP2B TMEM269 TMTC4 TPBG TRAM1L1 TRIM33 TSKU TSPAN9 TTR TWSG1 UBL3 UBL4B USP12 VSX2 VTI1A VWC2L WDR45B WT1 ZCCHC14 ZNF236 ZNF25 ZNF358 GSE24210_IL35_TREATED_VS_RESTING_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24210_IL35_TREATED_VS_RESTING_TREG_UP ACER2 ADCY1 APOA2 ARAP2 ARAP3 ARHGEF39 ARL10 ASB1 ATP1A3 ATP2A1 ATP5PB AUNIP B3GALT5 B3GNT5 BBS5 BMP10 BMP2K C11orf24 C16orf89 C18orf54 CA13 CAMK2A CASP7 CCDC157 CD28 CEACAM20 CELA1 CENPB CENPS CENPW CEP89 CFAP36 CFAP43 CHRNA7 CLHC1 CLIP4 CORO2B CPEB4 CPXM1 CR2 CSTB CTSZ CYLC1 DNAJB13 DNAJB8 DNMT3L DPYSL3 DRP2 DSPP EI24 ERICH2 FAM209A FMO3 FXYD5 GALNS GALNT6 GAS7 GATA3 GIPC2 GLRA1 GLS2 GNG8 GP1BA GRAP GSTK1 GSX2 GUCA2B GYG1 H1-0 HABP4 HBZ HCN1 HECW2 HOXA9 ICOS IFNAR2 IGF2BP1 IL17RA IL17RE IL9R IRF2BPL KCNK12 KIAA0319 KLF3 KLHL32 KRT7 KRT8 LANCL3 LAT LGALS12 LIMK1 LINC02393 LMO2 LRRC56 LRRC8C LY96 MAD2L1 MALL MAN1A1 MAOB MAP3K21 MAP9 MCL1 MGAT4B MMP3 MSANTD3 MSI1 MUC1 MUC13 MYOZ2 MYPOP MZF1 NAPB NDUFAF6 NEGR1 NFATC1 NNAT NOSTRIN NPPC NR1I2 NR2C1 NSD3 OR2C1 P2RY10 PAK3 PAMR1 PANX3 PDC PDE2A PGK2 PIP4P2 PITX2 PLSCR4 POM121 PPP6R2 PRELID3A PRIM2 PRKX PTPRE RABGGTA RAG2 RGS13 RGS2 ROR2 RPL3 RUNX2 SCLT1 SCNN1A SETD1B SFRP1 SGO1 SH2D1A SHBG SIAE SKA2 SLC10A6 SLC29A4 SLC2A2 SLC2A3 SLC6A18 SNX18 SOHLH1 SORT1 SP7 SPEN-AS1 SUB1 SUCNR1 SYNE3 SYNPO2L TACSTD2 TBC1D32 TCHH TEAD3 TECRL TEX2 TGFB3 THSD7A TLR6 TLX3 TM6SF1 TMCC3 TMEM138 TMEM169 TMEM17 TMEM231 TNFRSF12A TRIB1 TRPC1 TRPM2 TSNAXIP1 TSSK3 TTLL1 USP2 VAX2 VEGFC WNT10A XBP1 ZNF334 ZNF608 ZNF784 GSE24210_IL35_TREATED_VS_UNTREATED_TCONV_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24210_IL35_TREATED_VS_UNTREATED_TCONV_CD4_TCELL_DN ABITRAM ACTN1 ADAM33 ADAMDEC1 ADAMTS6 ADRA2A AFTPH ALKBH8 ALPK2 APOE ARCN1 ARHGEF3 ASTN1 ATP11C BARHL1 BLZF1 BMPR2 BRD9 C1QL1 CABS1 CAMK2D CAND1 CARD14 CCKAR CCT4 CDHR5 CDK13 CELA3B CFAP20 CHML CLRN1 COL4A3 COL5A3 COMMD6 CPA2 CPT1C CR1L CRYBA2 CRYGN CSF1 CST7 DCAF15 DDN DDX52 DNAL4 DNMT3A EGR2 EN1 ENDOD1 ENPEP ENTREP2 EYA2 FAM53B FAM83D FANCC FBXO7 FGF13 FGF16 FUBP1 GARIN3 GAS2L2 GFOD1 GLG1 GOLPH3 GRK5 GRM8 HACE1 HIPK3 HNRNPK HSPA4L HTRA4 IFNG IGFALS IPCEF1 IQCF5 IQCH IRAG2 ITGA6 ITIH1 JARID2 KCNK16 KCTD9 KPNA7 KRR1 KRTAP15-1 LARP7 LCK LCOR LEPR LGI3 LRFN2 LRRC58 LTV1 MAP3K8 MARCKS MARCKSL1 MARVELD2 MBTD1 MCF2 MCOLN2 MED6 METTL2B MIS18A MRPL19 MTF2 MTREX MUC4 MYB NAA30 NCF1 NDFIP1 NFKBIZ NIPAL1 NKX3-2 NOL7 NRG2 P2RY1 P4HA2 PAN2 PARD6G PBRM1 PCMT1 PDCD1 PIK3CD PIK3R3 PLB1 PLCB4 PNMA8B POM121 PPIP5K2 PPM1H PPP1CB PPP6R2 PRMT8 PRNP PROKR1 PROP1 PRPH PRSS23 PRUNE2 PSMA3 PTGDS PVALB RABGAP1L RAD50 RANBP2 RASAL1 RCAN1 RCN3 RILPL2 RIOK2 RRBP1 RSRC1 SBK1 SGK1 SIRT1 SLC6A12 SMG1 SMIM23 SSBP2 STEEP1 TACC2 TAGAP TCERG1 TCF4 TESMIN TEX10 TH TLE4 TMEM239 TMEM247 TMTC4 TNFRSF4 TRA2A TRH TRIM2 TRIM8 TRO TSPYL1 TUBGCP2 TULP2 TWSG1 UHMK1 UNC13B UPK3BL1 USP33 USP54 UTRN VAV3 WDR62 WLS WNT2B XRCC5 YY1 ZBTB6 ZNF644 ZNF784 ZNF823 ZSCAN2 ZZZ3 GSE24210_IL35_TREATED_VS_UNTREATED_TCONV_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24210_IL35_TREATED_VS_UNTREATED_TCONV_CD4_TCELL_UP ABCA6 ACTN1 ADAM10 ADGRV1 ADIPOQ ADO ALDH16A1 ANGEL2 ANKRD9 AP5S1 APOE ARHGAP29 ARHGEF3 ARHGEF6 ARID4B ARL1 AZGP1 BAG1 BCL10 BHLHA9 BMPR2 BNC2 BRINP1 C5orf24 CALCOCO1 CAMK2D CBFB CCDC85A CCKBR CCNA1 CDC42EP2 CDH7 CEP44 CERS2 CFAP20 CFTR CILK1 CLPB CNGB3 CNKSR3 CNNM3 CNOT4 CNRIP1 COA7 COMMD4 CRY1 CTSO CYP1A2 DDX54 DHX38 DKK1 DNMT3A DSE EFHD2 EGR2 EHD1 EPHX1 ERF EXOSC10 FAM53B FAM98B FBXO4 FBXO44 FGF13 FHIP1A FMR1 FOXN3 FOXO4 FRAT1 FRAT2 FRMPD1 GBX1 GCOM1 GIGYF1 GK GLCCI1 GLRB GRAMD1C GRAMD2B GREM1 GZMK H2BC13 HDAC1 HDHD2 HNRNPUL2 HOXA4 HSPA4L HTR1F IFNG IGF1 IGF1R IGSF9 ILF3 IMMT IPCEF1 IRAG2 ITGA6 KANK3 KIAA0513 KIF18A KIF2A KLHL20 KRT10 LCN2 LIMK2 LOXL2 LRRC58 LSM6 MACIR MAK16 MAN2A2 MDC1 MED29 METTL25 MINDY2 MITF MLLT1 MLLT10 MTF2 MTMR14 MYB MYBPC2 MYO1E NAIF1 NANOG NCF1 NDFIP1 NDUFAF1 NDUFS3 NKX2-2 NOCT NPC2 NSMAF OPTC OTUD1 PABIR1 PBRM1 PDLIM5 PDS5A PGP PMS2 POLR3B PPIP5K2 PPP2R3A PRR14L PRR32 PRUNE1 PSTPIP2 PTGER1 PTK6 RAB11FIP1 RAB3B RAB3IP RAB5C RALY RANBP2 RBFA RILPL2 SEPTIN7 SGK1 SIRPA SLC25A26 SLC38A2 SLC6A12 SMG8 SNX1 SOX30 SPATS1 SPIB SPP1 SRD5A2 SRSF12 SSBP2 STOML3 TAGAP TARBP2 TBC1D25 TENT4A TET2 TGIF1 TIMM29 TLE4 TMEM14A TMTC4 TRIM8 TRPC5 TWSG1 UBXN6 UCHL1 USP42 VSIR VWC2L WASL WHAMM XAB2 ZBTB1 ZBTB11 ZNF217 ZNF397 GSE24210_RESTING_TREG_VS_TCONV_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24210_RESTING_TREG_VS_TCONV_DN ABCC4 ABI2 ACO1 ACTR10 ADAMTS5 ADI1 AGK AHSA1 AKR1B1 AKT2 API5 ARL8B ARV1 ATP5MC2 ATP5MF AXL BEX1 BSPRY BYSL BZW2 CA13 CASP4 CCL4 CCNH CCNQ CCR9 CCT2 CCT6A CDC34 CHCHD1 CKAP5 CLPP CLUH CNDP2 CNIH4 COMTD1 COPS8 CPTP CRH CRISP3 CWC27 CYBA DDX18 DDX31 DGKH DPY19L3 DPY30 EIF2B3 EIF2S2 EIF3B EIF3J EIF4A3 ELAC2 ESD FAM162A FAM98A FASTKD5 FBXO6 FOSL1 GCSH GEMIN5 GFM1 GLCE GLRX2 GNL3L GPAT4 GPN1 GRPEL1 GSR GSTO1 GTF2I HAT1 HINT1 HIVEP3 HMBS HMGCS1 HSPE1 IFRD2 IL10 IL1R1 JAGN1 JRK LPCAT3 LRP8 LSM6 MAK16 MBD3 MCC MED17 MED9 MESD METTL13 MRPL13 MRPL22 MRPL46 MRPS31 MSMO1 MTHFD1 MYO1D NAA10 NAA20 NAP1L4 NAT10 NCBP1 NDUFA7 NDUFAF2 NDUFB2 NDUFC1 NDUFC2 NEFH NELFE NHP2 NOP2 NQO1 NSMF NUBP1 NUDT2 OAF OLA1 PBDC1 PCYT2 PDCD5 PHB2 PHF23 PIGY PKM PNPO POLR1D POLR1G POLR2F POLR3B PPP2CA PRDX1 PRPF31 PSMA4 PSMA6 PSMF1 PSMG1 PTBP1 PTTG1 PUM3 PUS7 PUS7L PVT1 PWP1 QTRT2 RARS2 RBBP7 RBM19 RBMXL1 RCC1 REM2 RFTN1 RNASEH2B RPL7L1 RRP9 RSL1D1 RUVBL1 RUVBL2 SEPTIN11 SF3A1 SHQ1 SLC25A1 SLC35F2 SLC35F5 SLC5A6 SLC7A5 SMPD4 SNHG3 SNRPA1 SNRPC SOX13 SQLE SRM SSBP1 TBC1D7 TBCB TCEA2 TLE4 TMEM147 TMEM256 TMEM41A TMEM51 TPRKB TRAPPC3 TSEN2 TXNL1 UNG USP28 WASHC5 XPO7 YAE1 YBX1 YES1 YIF1B ZDHHC3 ZMYND19 ZNF689 ZNF768 ZRANB2 GSE24210_RESTING_TREG_VS_TCONV_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24210_RESTING_TREG_VS_TCONV_UP ACAP1 AFF3 AGO4 ALDH3A2 ANXA1 AP1S2 AP3B1 ARHGAP18 ARHGAP26 ARID5A ARRB1 ARRDC4 ATXN7L1 AZI2 BICRAL BIN1 BSDC1 C8orf58 CABLES2 CARMIL1 CBLB CCDC82 CCPG1 CD164 CD22 CDC42EP3 CDC42SE1 CDC42SE2 CDCA3 CENPK CEP192 CEP350 CHD2 CHURC1 CISD3 CNP CNST COBLL1 CPEB4 CREB3L2 CRIP1 CTSH CYB561A3 CYP27A1 CYTH1 DCLK2 DFFA DHX57 DNMBP DPM3 E2F8 EEIG1 ELL3 EMID1 EP300 ERLIN1 ERO1B EVI2B F2RL1 FAM117A FAM78A FBXO25 FES FGD2 FRY FRYL GAB3 GABPB2 GDI1 GIMAP6 GNB2 H2BC13 HERC2 HHEX HIGD2A HPGD IFT140 ING1 INPP4B IRAG1 ITGAL ITM2B ITPR1 ITPR3 JAK1 JMJD1C KIAA0040 KIZ KLF13 KLF2 KLF3 KYNU LCOR LPP LSP1 LTA LYN MADD MANBA MAP3K5 MAP7 MED13L MEF2D METTL7A MTERF2 MTMR1 MTMR14 MTMR6 MYADM MYL4 N4BP2 NAAA NAPG NCAPG NCF1 NOTCH2 NOXRED1 NUAK2 NUCB2 NUDT7 OXR1 PADI2 PAPSS2 PCLAF PDCD4 PHC3 PHF20L1 PHF21A PIK3CG PLEKHA2 POLD1 PPP1R21 PRR13 PSD3 PTPN18 PTPRC PXK RAPGEF1 RAPGEF4 RASGRP1 RBM43 RDH12 RFC2 RFC5 RFLNB RGS14 RHOH RIPOR2 ROCK1 RPA1 RSF1 RTL6 RUFY1 SELENOH SERINC3 SESN1 SETD1B SGPP1 SH2B3 SH3BGRL3 SHCBP1 SIPA1 SLA SLAMF1 SLC12A6 SLC35D2 SLC40A1 SLC66A3 SMAP2 SMARCA2 SMPDL3A SPATA1 SPC24 SPICE1 SRI SSBP3 STIM2 SUSD3 SYNE2 SYS1 TEDC1 TMEM123 TMEM14A TNKS TNRC6C TRAF3 TRAF3IP2 TRAPPC8 TTLL1 UBLCP1 UIMC1 UNC119 UNC13D USF3 VPS13A WDR47 YPEL2 ZEB1 ZMYND8 ZNF318 GSE24210_TCONV_VS_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24210_TCONV_VS_TREG_DN ABHD4 ADCY6 ADPRM AFP AKT1S1 ALAD ALDOC ANGEL1 AP5B1 ARHGAP21 ARHGEF6 ATP1B4 ATXN1 AVPR1B B3GNT2 BAG2 BAZ1A BBS2 BCL2L2 BID BMAL1 C17orf80 CA13 CACNB4 CCNA2 CD300LF CD99L2 CDC25A CDKN3 CENPH CENPK CENPS CHAMP1 CHEK2 CIBAR1 CLCA1 CLIP1 CNMD COL19A1 COMMD7 CRIM1 CSF2 CSF3 DAP DDX60 DGLUCY DRAM2 DYNLT2B EFCAB11 EPHX2 F2RL1 FAM120AOS FAM185A FAM210A FARP2 FARS2 FECH FGFBP1 FKBPL FLG FNBP4 GALK1 GALNS GAR1 GCLM GLT8D1 GMDS GPI GPR84 GRAMD1C GSPT1 GXYLT1 HADH HAVCR1 HDAC9 HEBP1 HERC4 HMBS HNRNPLL IFI44 IFI44L IFT172 IL9R IRF6 JCHAIN KICS2 KLHL12 KPNA2 KYAT3 LINS1 LRRC75A MAN1C1 MAP3K20 MCAM MEPCE MGAT4B MGLL MNS1 MRAS MRPL12 MRPL17 MRPS2 MRPS5 MS4A7 MTFMT MTX3 MZT1 MZT2B NAA25 NCEH1 NFIX NKAIN2 NLRX1 NME7 NOB1 NRAP NRP1 NUBPL NUSAP1 OBI1 PCDHB14 PEA15 PEX16 PGM2 PHF10 PHF2 PIP4P2 PITHD1 PLCG1 PLIN3 PLPP1 PPL PPP1R15B PRNP PRPF3 PRSS23 PTGES2 PTPRJ RAB37 RABGGTB REC8 RHBDD1 RHBDL2 RLBP1 RNF130 RNF157 ROBO3 RSPH1 RTN1 RXYLT1 SEC61G SELENOH SEMA4B SENP8 SKA1 SLC2A9 SLC35D2 SLC39A14 SLC39A4 SLC41A2 SLC46A1 SLC66A2 SLFNL1 SMPD4 SPIC SPINDOC SPSB3 SRPX ST7L STX2 SYCE2 TBC1D19 TERB1 TFCP2L1 TFPT TGM2 TMBIM1 TMEM107 TMEM154 TMEM230 TOP1MT TOR3A TPI1 TPRKB TRMT5 TSGA13 TSPAN31 TTC12 TUSC3 TYMS UBL5 UFSP2 WIPF2 WNT4 ZC3H12C ZEB1 ZMAT3 ZNF426 ZNF43 ZNHIT2 GSE24210_TCONV_VS_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24210_TCONV_VS_TREG_UP ACAP1 ACOX3 AKAP6 ARID3B ASB17 ATG9A ATP6V1G1 B3GNT2 B4GALT1 BCL2L2 BLVRA BSPRY CA13 CAPNS1 CCDC105 CCIN CD82 CDC42EP1 CEACAM21 CERT1 CFHR1 CLEC11A COMMD5 COPG2IT1 COX4I2 CPTP CR2 CTSB CYP4A22 DAB2IP DENND11 DES DHRS7 DIXDC1 DNAJB5 DYRK3 EDEM1 EGF EGFR ELMOD1 ELOVL7 EPHX4 EPX ERP44 EZR F2RL1 F2RL2 FARP2 FBXL4 FDPS FMNL3 FOXA1 GATM GMDS GPX4 GRHL3 GSN GSTA3 GYG1 HAVCR1 HK1 HMG20A HOPX HOXD1 IGSF8 ITGB7 ITPR3 ITPRIP JCHAIN KCTD10 KLHL6 KLK12 KRT26 KRT34 LENEP LINC01160 LMO2 LPAR6 LRFN5 LTK LTO1 LY96 LYL1 LYSMD1 LYZL4 MACC1 MAK MANF MAP3K14 MAP4K1 MCUB MEOX2 METTL24 MFSD10 MGRN1 MND1 MON2 MTA3 MYL12B MYO7A MZT2B NAGA NCS1 NEDD4 NFATC1 NUDT18 NXPE2 NYNRIN P4HTM PADI2 PADI4 PAG1 PAPLN PARP16 PCP4 PDLIM2 PGLS PHF1 PIGP PIPOX PKP3 PLD3 PLPP1 PLS1 PMVK PPFIA3 PPIC PPP1R18 PPP3CC PRDX6 PRICKLE1 PROB1 PROM1 PRR36 PSAT1 PSD4 PTPRE PTTG1 RAP1GAP2 RAP1GDS1 RAPGEFL1 RCAN3 RDH5 RFX5 RGS13 RGS2 RHBDF1 RHD RIPK3 RNF187 RP9 SAMD10 SAMD12 SC5D SCAMP1 SCD SELENOH SELENON SEPTIN9 SERPINA11 SERPINE2 SGCE SH3BGRL3 SIK2 SIT1 SLBP SLC35D2 SLC41A2 SLC46A3 SMAGP SMCO1 SMCO3 SORL1 SPSB2 SSH1 SUB1 SUSD3 TBL1XR1 TEC TEX29 TM6SF1 TMEM126A TMEM132A TMEM18 TMEM192 TMEM74B TNFSF11 TPRG1 TRPC5 UQCRQ USO1 USP13 VEGFC VEZF1 XBP1 XYLB ZNF157 ZNF239 ZNF248 ZNF35 GSE24292_WT_VS_PPARG_KO_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24292_WT_VS_PPARG_KO_MACROPHAGE_DN ACER3 ACOT2 ADAM33 ADSS1 AHNAK2 AHSA1 AMOT APOBEC1 APPL1 ARHGAP15 ARHGAP17 ARHGAP19 ATP6V1B2 AXL B3GALNT1 BAIAP2L1 BCL2L11 BMT2 BRCC3 C19orf48P C1QA C3AR1 CA9 CALCRL CALHM6 CCDC9 CD5L CD72 CDKN1C CEBPA CLEC10A CLN3 COG5 CPEB3 CRLF3 CST3 CWC22 CXCL11 CYP27A1 DAGLB DAXX DENND4C DGKZ DMTF1 DNAJC2 DNAJC9 DNMT3A DOCK11 DPY19L4 DZIP3 EHD4 ENOPH1 ERP29 EVI2B EXTL2 EYA1 FBXO4 FMNL3 GALNT12 GAPVD1 GASK1B GCC2 GINS1 GLG1 GLOD4 GNA12 GNAQ GOLGA3 GPR19 GPR34 GTPBP4 HAUS8 HDAC9 HERC6 HHEX HMOX2 IER5 IFI27L2 IFI35 IFIT1 IFIT1B IFIT2 IFTAP IKZF2 INTS4 IRF5 IRGM ISG20 ITGA9 ITGB3BP ITM2C JADE2 JMJD1C KCTD2 KCTD21 KIF23 LAIR1 LFNG LGALS3 LRRC20 LY86 LY9 LYRM9 MAN1C1 MAPRE2 MARCHF5 MED13L METRNL MFSD12 MPP1 MRPS15 MTMR10 MX2 NCK2 NDNF NIBAN1 NME3 NOSTRIN NT5C3A NUDT13 OBI1 OGFR OGFRL1 OMA1 ORMDL2 OTULINL OXR1 PARP12 PARP14 PCNA PDLIM5 PDXK PEX13 PIK3IP1 PLEC PLEKHM1 PLEKHO1 PLIN3 PNISR PNPT1 POGK POLB POLI POR PRPS2 PSENEN PSMC2 PSPC1 PTK2B PTPRO RAD54L RALGAPA1 RAPGEF6 RAPH1 REPS2 RHOD RMDN1 RUFY3 RUNDC3B SERPINB6 SH3KBP1 SHISA9 SLA SLAMF7 SLC25A40 SLC35B2 SLC46A3 SMUG1 SNW1 SNX29 SNX5 STARD8 SULF2 SWAP70 SYNJ1 TBPL1 TBRG1 TCF12 TERF2 TFEB TMCC3 TMEM106A TMEM109 TMEM219 TRIM14 TRIM21 TRIM34 UBA2 VPS37C VRK2 WDFY3 WDR11 WDR20 WNK1 WWP1 XAF1 ZC2HC1A ZFAND5 ZNF281 ZNF483 GSE24292_WT_VS_PPARG_KO_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24292_WT_VS_PPARG_KO_MACROPHAGE_UP AACS ABCA1 ABCC5 ABHD11 ACSL1 ACSL3 ACY1 AIFM2 AK2 AK4 AOAH APP ARHGAP24 ARHGEF37 ASS1 ATP2C1 BATF BSDC1 BTD C19orf12 C1R C5orf15 CAMP CAPNS1 CCND3 CCNO CD1D CD302 CD80 CDADC1 CDC42BPG CDKN2D CDV3 CEMIP2 CEP57 CEPT1 CGRRF1 CNPY4 CSF2RB CUL4A DCAF12 DCUN1D3 DHRS1 DLAT DNAJC10 DNMT3L DNPEP DOCK7 DR1 E2F1 ECHDC1 ECI2 EGLN3 EIF6 ENO1 EPM2AIP1 ERP44 FABP7 FAM162A FAS FDFT1 FKBP2 FLOT1 FOXN2 FXYD2 GAB1 GAS2 GFPT1 GINM1 GK GPAA1 GPD2 GSR GZF1 H3C14 HAL HCCS HMBS HOMER1 IFITM2 IFT57 IGSF1 IGSF6 IPMK IQCC JUNB KCTD9 KDM3A LAMTOR4 LAPTM4A LARS2 LAYN LDHA LRRC8D LTB4R MAFF MAGT1 MALT1 MARCKSL1 MCUB MET MFSD14B MIF MKI67 MLX MMP14 MOB3B MRPL33 MRPL45 MS4A8 MSL1 N4BP1 NDUFA11 NFE2 NFE2L2 NFIL3 NFKBID NFKBIZ NKX2-2 NSDHL NTAQ1 NUBP1 NUFIP1 P2RY13 PAFAH1B2 PARP3 PCID2 PGK1 PHYHD1 PI4K2B PIK3R6 PKM PLA2G4A PLBD1 PLD1 PLEKHG1 PLSCR1 PON3 PPP1CB PPP1R21 PPP3R1 PRDX5 PRELID2 PSTPIP2 PTK2 PYGL RAB10 RAB12 RAB3D RIPK3 RLF RMC1 RNF149 RNF19A S100A10 SAMSN1 SC5D SH2B2 SIGLEC7 SLC11A2 SLC16A1 SLC25A30 SLC29A1 SLC2A6 SLC37A4 SLC39A4 SNX6 SOS2 SPHK1 SQLE STARD4 STARD5 STARD7 TEX29 TGM2 THOC6 TIFAB TIMM8B TM7SF2 TMBIM4 TMCC1 TMEM106B TMEM123 TMEM167B TMEM37 TNFAIP8 TNFRSF14 TNFSF9 TRPM2 TRPS1 UBAC2 UBXN1 USPL1 VHL VRK3 YPEL2 ZBTB1 ZBTB18 ZNF292 ZNF597 GSE24492_LYVE_NEG_VS_POS_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24492_LYVE_NEG_VS_POS_MACROPHAGE_DN ACTRT1 ADAMTS2 ADAMTS5 ADGRE1 ADHFE1 AKR1D1 ANGPTL8 ANKH AP1B1 ARAP2 AREL1 ARID2 ARVCF ASB2 ATF7IP2 ATXN10 BARHL1 BBS1 BCL2L10 BCL7B BCO2 BFSP1 BICDL2 BRINP2 C1R C4orf46 CACNG2 CATSPERG CAVIN2 CBFA2T2 CCDC120 CCDC183 CCDC90B CCR4 CD4 CDK7 CELA1 CFAP52 CHRNG CHST3 CKB CLTB COL16A1 CRMP1 CRYAB CRYBB1 CSGALNACT1 CTSA CYB5A DDX19B DEPP1 DGKG DIABLO DMBX1 DNAH9 DSTYK DUSP6 EDN3 EIF2AK3 FAM149B1 FAM162B FAM184A FAM219B FAM50B FAP FBLN5 FBXO6 FOCAD FPR1 FRMD4B FSD1 GABRQ GALNT15 GALNT4 GALNT9 GAPDHS GARIN3 GAST GGT1 GPR174 GREB1L GRM7 GSKIP GTF2A1L HAPLN1 HEXA HFE HIC2 HK2 HSPG2 HTATIP2 HVCN1 IDUA IFI30 IGHG1 IGHMBP2 IL12RB2 ITGA4 ITGB2 LARGE2 LHX5 LPCAT1 LSAMP LZTS3 MAN2A1 MAP3K20 MGAT3 MICALL1 MKRN1 MR1 MRPL44 MS4A3 MSMB MYH3 NANOG NAV2 NCAM1 NEUROG1 NEUROG3 NF1 NIPA1 NKIRAS2 NKX2-8 NLGN1 NMU NTF4 NUDT18 NXNL2 OLFML1 OR52A1 OSBPL9 P2RX7 P2RY12 P2RY13 PAPOLB PCDH8 PGPEP1 PLG PLPP5 POLM PSD4 PSEN2 PTCRA PTPN9 QKI RAB20 RAB27B RABL2A RAP2A RNASE2 RNF31 RPE65 RPP14 RTN4R SARM1 SCN2B SDCBP2 SH2D1A SIDT2 SIRPA SIRT2 SLC18A1 SLC26A2 SLC37A2 SLC4A3 SLCO6A1 SMIM12 SMN1 SPINK8 SPOCK3 SPRED3 SPRR3 SSTR4 ST6GAL1 STOML1 STRADB SULT1B1 SULT4A1 TBX3 TCN2 TFF3 TFPI TMEM151A TMEM203 TMEM54 TUSC2 UBOX5 UBR7 UBXN11 UEVLD UGT3A2 UNC13A USF3 VEGFA VEGFC VIT WSB2 ZNF454 ZNF704 ZNF784 GSE24492_LYVE_NEG_VS_POS_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24492_LYVE_NEG_VS_POS_MACROPHAGE_UP ACACB ACAD10 ACTN2 ADGRG3 ARL3 ARSA BCAP31 BMP7 C17orf80 C2CD2L CABYR CAMK2N2 CARMIL1 CCDC157 CCDC28A CD40LG CD7 CFAP119 CFAP251 CFAP57 CLCNKB CLDND1 CLYBL COL7A1 CORT CP CPSF2 CRACDL CRY2 CXCL11 CXXC5 CYTL1 DCTN4 DNAH12 DNAI1 DNAJB1 DNAJB6 DNAJC2 DNAJC9 DSN1 DYNLRB2 EDARADD EGR3 EHBP1 EIF3G ENTHD1 ETV6 FAM163B FAM193A FAM219A FASTKD5 FBXL2 FBXO28 FBXO42 FGF13 FOXC2 FOXG1 FOXRED2 FRK GPHN GPR83 GPR84 GPRASP3 GREB1 GRIN3A GTF2IRD2 HAO1 HDAC10 HIP1 HLA-B HPDL IFNA1 IFTAP IGIP IGSF23 ITSN1 KCNIP4 KDM6B KIAA2026 KLF12 KLF6 LEFTY2 LMNA LTBP4 MAPK8 MAPK8IP2 MDM4 MINDY3 MMACHC MSANTD1 MTRF1L MUC20 MUSTN1 MYO1E NCKAP5 NKX6-2 NR2F6 NRP1 NSUN4 NUDT6 OGFRL1 OLA1 OLIG1 ORC2 OTUD1 PABIR1 PAK5 PARK7 PARP8 PAX4 PBX2 PCBP3 PCNT PDGFC PGAP6 PIH1D2 PLEKHA1 PLEKHG3 PLEKHG5 PML PNMA8B POU5F1 PPIC PPP2R2A PROM1 PRR16 PRR3 PRR5L RALGPS2 RARG RASGEF1A RBM12 RC3H1 RILPL1 RIPK1 RNF180 SBSPON SDAD1 SHMT1 SIRT4 SLC25A23 SLC25A25 SLC27A1 SLC41A1 SLC6A4 SLCO3A1 SLTM SNAI2 SNX10 SOX4 SPDYA SRSF3 ST7L STBD1 STT3B STXBP1 SUMF2 TAGAP TATDN2 TEKT4 TEX13B TEX47 THSD1 TLCD1 TLE2 TLR6 TMEM171 TMEM267 TMEM69 TOR1A TRIP6 TSPAN3 TTC39C TUSC3 TXNRD3 UBA3 UBQLN2 ULK2 UQCC5 USP36 VEGFD VSIG10 WBP11 WNK3 XKRX YJEFN3 ZBTB3 ZCCHC8 ZIC1 ZMYM1 ZNF213 ZNF410 ZNF473 ZNF658 ZNF8 ZNF827 ZSCAN12 ZSCAN21 GSE24574_BCL6_HIGH_TFH_VS_NAIVE_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24574_BCL6_HIGH_TFH_VS_NAIVE_CD4_TCELL_DN ACTG1 ADAM17 ADAM19 ADO AGO2 ANKLE2 AP1S2 ARF1 ATF3 ATP1B3 ATP2B1 ATP5MG ATP6V1A BAIAP2 BAZ2B BCL10 BCL2A1 BIK C5orf22 CA2 CALU CAND1 CASP10 CCT4 CCT5 CD200 CD40LG CD81 CDK17 CDS2 CFLAR CHMP2A CHSY1 CLIC1 COPS8 COX17 CSTB CYCS DIMT1 DUSP14 DUSP2 DYNLL1 EBNA1BP2 EEF1E1 EIF2S1 EIF4A3 ELF4 EMG1 EMP3 ENO2 EZH2 EZR FADD FAM98A FASLG FEN1 FEZ2 FHL2 FKBP2 FSCN1 GABPB1 GAD1 GEM GFI1 GLS GNG5 GNL2 GPX1 GRAMD4 GTF2H1 HBEGF HIVEP2 HNRNPA0 HNRNPAB HNRNPF HOMER1 HOPX HPS5 HSBP1 IER3 IL1B IL1RAP IL2 IMMT IPO5 IPO7 ISG20L2 IVNS1ABP KIF3A KLHL9 LIG4 LPCAT1 LRRFIP1 LTBP4 LYSET MAP2K3 MATK MBNL1 MKLN1 MRPL19 MTHFD2 MYDGF NAB1 NDEL1 NELFE NFE2L2 NFKB1 NOL7 NOP56 NSMAF NUBP1 NUP160 ORC4 PAICS PAQR3 PDCD1 PEA15 PEX3 PGAM1 PGD PLAGL2 PLEC PLP2 PNO1 POGZ PPRC1 PRDX1 PRDX3 PRMT1 PRNP PSMD1 PSMD14 PSMD7 PSMD9 PTPN22 PWP1 RAB22A RBM14 RGS10 RHOG RP2 RPGR RPN2 RRAS2 RRP7A SACS SEC62 SENP5 SENP6 SERPINB2 SERPINE2 SLC25A5 SLC26A2 SLC5A3 SLC7A5 SNAPC1 SNAPC5 SNRPG SP3 SPRY1 SPRY2 SRGN SRI SS18L1 SUCLA2 TEX261 TM9SF1 TMEM243 TNF TOR1B TP53BP1 TRAF1 TRAPPC2B TSC22D2 TUBA1B TUBB2A TXLNA TXNDC9 UAP1 UBA2 UBE2D1 UBE2S UMPS URB2 UTP14C UTP18 VDAC3 VIM WDR1 WNK1 YWHAE ZC3H13 ZFYVE16 ZNF140 ZNF165 ZNF195 ZNF200 ZNF593 ZNRD2 ZPR1 GSE24574_BCL6_HIGH_TFH_VS_NAIVE_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24574_BCL6_HIGH_TFH_VS_NAIVE_CD4_TCELL_UP ABCC10 ABR ACAA1 ACR ADCY9 ADRA1A AIF1 AIP ALDH2 ARID4B ASIC1 AUH BLM BMPR1B BTF3P12 CA11 CAPN1 CCDC57 CCR8 CCT6B CD300C CDC25B CDH2 CDH22 CDH3 CECR7 CHRDL1 CIZ1 CPB1 CPZ CTSH CTSK CTSW CXCL12 CXCR4 CXCR6 DDIT3 DGCR2 DHCR7 DIO2 DNAJB1 DNAJB2 DNM3 EDN2 EIF3G EN2 ERC1 ESR1 FAM161A FCHO1 FCHSD2 FGFR1 FLOT2 FLRT1 FNTB FOXO4 FXYD3 GABARAPL1 GATAD1 GLYAT GPC4 GPI GPSM2 GRHPR GUCA2A GUCY2F GYPB H1-4 H2AC17 H2BC10 H4C2 HDAC6 HDGF HIPK2 HPGD ICAM3 ID2 IFIH1 IL11RA IMPDH1 INS INSL4 IRF3 ITGA2B ITGB2 ITIH4 JUNB KAT2A KAT7 KCNJ12 KCTD2 KDELR3 KLF5 KRT20 LPAR2 LRCH1 LTA4H LTB4R MAN2B2 MAP3K9 MAP4K2 MAPK3 MED24 MFGE8 MFNG MICA MMP3 MPZL1 MST1L MT2A MUC1 MYH11 MYL2 MYOC NAGLU NBAS NCAPD2 NCKIPSD NPY2R OPRK1 OR2B6 OXT PADI2 PAPSS2 PARN PCBP3 PCDH7 PDCL PDE6B PER1 PFKL PHKG2 PIAS3 PIEZO1 PIM1 PIM2 PIP4K2B PLA2G4C PLA2G6 PLD3 PLIN1 PLXNB3 PPEF2 PPP2R5D PRDM1 PRG4 PRKACG PYGM RALYL RASA3 RBM38 RECQL5 RGS1 RPL14 RPS14 RRP8 SC5D SCN7A SEC14L2 SEC31B SIGLEC6 SIK1 SIRPA SIT1 SLC29A2 SMR3B SOX4 SPDEF SPP2 TAFAZZIN TAOK3 TBC1D9B TFAP4 THBD THEMIS2 THRA TKT TMSB10 TNFAIP3 TPM2 TPX2 TRAF3IP2 TRANK1 TREX1 TRIB2 TSN TXNIP TYR UBA7 ULK2 UQCR11 VPS11 WWOX XDH ZBTB25 ZMYM3 ZNF101 ZNF500 GSE24574_BCL6_HIGH_TFH_VS_TCONV_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24574_BCL6_HIGH_TFH_VS_TCONV_CD4_TCELL_DN ABCB11 ADAMTSL3 ADO AJAP1 AKR1C4 AKR7A3 ANK1 ANKLE2 ANXA2P1 APOBEC3G ARHGEF1 ARHGEF15 ASIP B2M BAG2 BAK1 BCAT2 BMP3 BUB1 C14orf132 CACNB2 CCDC106 CCL3 CCND1 CD5 CD6 CD9 CDH2 CDK18 CDK5R2 CENPB COG2 CRHR1 CXCL2 CXCL3 CXCL6 DDIT4 DENND2B DIS3 DMTN DPF1 DSTYK DUSP3 DUSP5 EHMT2 ENTPD3 EPAS1 EPHB2 EPHB6 ETV1 FAM168A FGF1 FMO5 FPGS FZD1 FZD6 GADD45B GCHFR GCSH GIP GLI2 GNAQ GNRH1 GPNMB GPR68 GRIK3 GSTA4 GSTO1 GYS1 HADH HAVCR1 HES1 HLA-DOA HOXB2 HSD17B2 HSD3B1 ICAM5 ID1 ID3 IFNGR2 IL16 IL6R INPP5A ISG15 ITPKB ITPR3 KALRN KCNJ8 KLK13 KMT2D LAMA3 LDHC LEFTY2 LEP LGMN LINC01138 LRRTM2 LYPD1 MAD1L1 MAEA MAGEB2 MALT1 MARCO MINDY2 MMP14 MRPL19 MYO7A MYT1L NDUFA6 NFKBIB NINJ1 NISCH NR3C1 NR4A1 NRTN NSD2 NTS NTSR1 OPTN OXSR1 P2RX5 PACS2 PAX4 PDE4C PDGFRL PFKL PHF24 PIAS4 PIEZO1 PLCD1 PLEC PLIN2 PLK2 PLS1 PNPLA4 PPP1R3D PPT2 PSMD12 PTGS2 PTP4A1 R3HDM1 RAD51D RAP1GDS1 RARB RARG RASSF8 RBP4 RFNG RGS10 RGS3 RNF8 RPS10 RUNX3 SCN1B SEMA6C SERPINB9 SH3BP5 SLC16A3 SLC1A1 SLC30A1 SLC30A3 SLC31A1 SLC5A2 SP4 SPTA1 STX11 SULT1A1 SYNPO TBC1D22A TCEA2 TCL1B TFF1 TGFB1 TGOLN2 TIMELESS TLR3 TMPRSS2 TNFRSF10B TNFRSF1A TNFRSF1B TNFRSF25 TNNT1 TOM1 TPM2 TYRO3 UBAC1 UBTF UNC13A VAC14 VAMP1 VTN ZNF165 ZNF200 ZNF318 ZNF652 ZNF81 ZNF862 GSE24574_BCL6_HIGH_TFH_VS_TCONV_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24574_BCL6_HIGH_TFH_VS_TCONV_CD4_TCELL_UP ABHD5 ACD ACP2 ADGRG6 ADTRP AFF2 AFP AGPAT1 ALB ALDH3B1 AMIGO2 APCS ARSB ATG5 ATP6V1B1 ATP6V1H ATP7A ATP7B BCL2L11 BCL6 BCLAF3 BLNK BMP2 BMP3 BTF3P12 BUB1 CALD1 CASK CCRL2 CD47 CD58 CD8A CD8B CHD3 CHST10 CLDN8 CNGA1 CNTN5 CNTNAP2 COL3A1 CPE CRTAM CSF1R CST7 CTSL CXCL5 CYLC2 DBN1 DCT DIXDC1 DKK1 DNTTIP2 DSG1 DYNLT1 DZIP3 ELAVL4 ENPEP ERG28 ESR2 EVI2B F5 FARP1 FLT1 FPR3 FUT9 GALNT10 GC GGCX GIT2 GNAT2 GPR183 GUCY1A2 GUCY2C H2BC21 H4C9 HBEGF HBP1 HMGB3 HSF2BP IFNA14 IFNA16 IGKV1D-13 IL10RA IL1RN JUN KCNA3 KCNS3 KCTD12 KCTD17 KDSR KHDRBS3 KIAA1549L KIF11 KLRG1 KPNA6 KRT34 KRTAP26-1 LCP2 LCT LRCH1 LRRN3 LYZ MAGEA1 MAP3K14 MAP7 MB MBTPS2 MCM2 MED13 MGP MMP7 MNAT1 MS4A3 MTTP MYO1B NFIL3 NUP58 OMG P2RY14 PALLD PARM1 PCSK5 PDK4 PEMT PGAM2 PHTF2 PLCB4 PLPP1 PLPPR4 POLA1 POU3F4 PRR4 PTGIR PTPN4 PTPRN2 PTPRO RASGRP1 REEP5 RGL1 RGS13 RGS16 RHOQ RNF144A RPS12 RRAGD RSAD2 S100A11 S1PR1 SAA4 SAR1A SELL SEMA3C SEMG1 SERPINC1 SHOX2 SIRPB1 SLA SLC17A1 SLC19A2 SLC22A4 SLC39A8 SMIM10L1 SMPDL3A SNX7 SOCS1 SOS2 SPICE1 SPIN2A SPINT2 SREBF2 SRY SSX2IP ST8SIA5 STATH STRN SUSD6 SYT1 TBC1D2B TDGF1 TEAD4 TNFAIP6 TNNI3 TP53BP2 TRIB2 TRPC1 TRPC6 TYRP1 UGT2B11 UPP1 VCAN VPS9D1 ZC2HC1A ZFP69B ZFR2 ZIC3 ZNF20 ZNF208 ZNF460 GSE24574_BCL6_HIGH_TFH_VS_TFH_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24574_BCL6_HIGH_TFH_VS_TFH_CD4_TCELL_DN ABLIM1 ACP5 ACVR2A ADD3 AKAP8 AMT AREG ARL2BP ARL4C ATG13 ATP2B1 ATP6AP1 ATXN7L3B AUTS2 AXIN1 BCL11A BICRAL BLCAP BRD8 BTG1 BTG2 BTN3A1 CALM1 CAPN2 CASP4 CCNI CD247 CD37 CD47 CDC14A CDIPT CENPB CHD3 CIRBP CLCN7 CLSTN1 COL14A1 CTSK CTSO CTSW CXCR4 CYTH1 DAZAP2 DDIT3 DDX3X DDX5 DGCR2 DGKA DGKZ DNAJB2 DNAJB6 EIF1 EIF3A EIF3G EXT1 EZR FAM168A FASN FCGRT FOXN3 FTH1 FYB1 GADD45A GPS2 GTPBP6 H3-3B HEG1 HERC2P3 HLA-E HNRNPDL HOXA5 ICAM3 IFFO1 IL6ST ISG20 ITGA2B ITGA6 ITGB8 ITPKB JOSD1 KAT7 LAMP1 LAPTM5 LEF1 LEPROT LEPROTL1 LGALS8 LITAF LSM14A MAGED2 MAL MAN2B2 MAP1A MCF2L MCL1 MFGE8 MOAP1 MOB1A MT1G MT2A MYH9 MZF1 NCOA1 NME3 NOTCH2 NUCB2 NUMA1 NXF1 OSER1 PCMTD2 PDE4B PER1 PI4KB PIK3IP1 PLCD1 PNISR POU6F1 PPM1H PPP6R2 PRDM2 PRKCQ PTPRA RANBP2 RBM38 RBM39 RBMS1 RCE1 RFX5 RGL2 RGS1 RGS10 RGS2 RNF139 RPL10 RPL13 RPL22 RPL23 RPL29 RPL30 RPL32 RPL34 RPL36A RPL37 RPLP2 RPS12 RPS13 RPS15A RPS16 RPS20 RPS23 RPS27A RPS28 RPS8 RUNX1 RXRB SARAF SATB1 SC5D SDCBP SEC31B SETD1B SF3A1 SFPQ SGK1 SGSM2 SH3YL1 SNRK SNRNP70 SORBS3 SORL1 SPAG9 SPOCK3 SRSF6 STK17A SYNE1 SYNE2 TAX1BP1 TCF7 TDRD3 TERF1 TGFBR2 TIMP1 TLE5 TMCO1 TNK2 TOB1 TPM2 TPP1 TPT1 TRAM2 TRIB2 TRIM2 TXNIP UBE2G2 UBXN1 USP34 VAMP2 WTAP ZBTB1 ZFP36L2 GSE24574_BCL6_HIGH_TFH_VS_TFH_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24574_BCL6_HIGH_TFH_VS_TFH_CD4_TCELL_UP AADAC ABCD1 ACP2 AKAP11 ALB ANKRD7 ANPEP ANXA1 ANXA9 APBA3 APCS ARHGEF9 ASMT B3GAT2 BAP1 BCL2L11 BMP2 BRINP1 C1orf105 C1orf216 C5 C9 CACNA1H CALCR CAV2 CCIN CD58 CD8A CD8B CDC42BPA CDKL1 CHST10 CLCN3 CLDN8 CNGA1 CNKSR2 COPG2IT1 CPT1A CSRP3 CXCL5 CYC1 DCAF11 DCAF4 DEFA6 DNAH9 DPYSL4 DYNLT1 DZIP3 EIF4G3 EPB41L3 EPPIN ERBB4 ERC2-IT1 ETFB EVI2A EVI2B EXTL2 EZH2 FAM182B FCN2 GABRE GC GFI1 GRIN1 GRM8 GSTP1 GSTT1 GUCY1A2 H4C2 HK3 HLA-DQA1 HPCA HSPA4 HYAL3 ICAM4 IFIH1 IL10RA IL1RN IL5RA IMMT IMPG1 INA ITGA1 ITGA8 KCNA6 KCNS3 KCTD12 KCTD7 KIAA1549L KIDINS220 KLRG1 KPNA6 LILRA1 LIN7A LINC00588 LRRN3 MAP3K14 MASP2 MBNL2 MEOX2 MID1 MPPED2 MYO1B N4BP2L2-IT2 NBR1 NCOA3 NDST1 NDUFA7 NFIL3 ONECUT1 OR10H3 P2RY14 PALLD PARN PCLO PCSK5 PDE6A PDK4 PDZD2 PIK3C2G PLCB4 PLPP1 POLD1 POLD3 PPP1R2C PRNP PRR4 PTPRE PTPRO RAB11A RABIF RAD23A RBFOX2 REEP5 REG1CP RHOQ RIDA RNF144A RSAD2 RUNDC3A RYK S100A11 S1PR1 SAR1A SCGB1A1 SCNN1A SDHC SELL SEMA3C SEMG1 SEMG2 SHOX SHOX2 SIGLEC7 SLA SLC17A7 SLC22A13 SLC22A4 SLC26A10P SLC4A7 SLC6A1 SLC6A11 SMARCC2 SNRPB SNTB2 SNX7 SOCS1 SPINT2 ST3GAL4 ST6GAL1 ST8SIA5 STAB1 STRN SULF1 SUSD5 SUSD6 TAF9 TBC1D2B TBCD TEX30 TGM3 TJP3 TMCO1 TNFAIP6 TNNI2 TOM1L1 TOP1 TPD52L1 TRAF6 TRIB2 TRIM31 UNC93A USP2 WHAMM WIPI1 YWHAQ ZMYND10 GSE24574_BCL6_HIGH_VS_LOW_TFH_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24574_BCL6_HIGH_VS_LOW_TFH_CD4_TCELL_DN ACTA1 ACTG1 AHCYL1 AIMP2 ANXA2 ANXA5 AP2S1 ATF1 ATP1B3 ATP5MC1 AURKB BABAM2 BAG2 BCAT2 BCL2A1 BHLHE40 CAMK1 CCDC6 CCNB1 CCNE1 CCT4 CCT6A CDC25C CDC45 CDC6 CDK1 CDT1 CHAF1A CIT CKAP5 CKS2 COMT COX6A1 COX8A CPOX CRYZ CST7 CSTB CYB5B DBI DFFA DHCR24 DHFR DLGAP5 DNMT1 DUSP4 EBP ECHS1 ECI1 EEF1E1 EIF3I EIF4A1 ENO1 ETFB ETHE1 FABP5 FADD FAH FANCI FH FHL2 FKBP2 FPGT FRMD4B FSCN1 GALK2 GBP1 GCLM GGCT GGH GINS1 GK GSTA4 GZMH H2AX HADH HAUS7 HDGF HMGN2 HMGN4 HNRNPA0 HNRNPA3 HPRT1 HSD17B10 HSP90AB1 IDH2 IGFBP2 IGFBP4 IL18R1 IL1RN IMPA1 IPO5 ITGB3BP IZUMO4 KIF2C KIFC1 LAG3 LCP2 LDHA LGALS1 LMNB2 LTA LTA4H LTBP4 MAP2K3 MAPKAPK3 MARS1 MAT2A MCM4 MCM5 METTL13 MFSD10 MIF MKI67 MNAT1 MRE11 MRPL23 MRPS27 MYL6B MYO1B NEK2 NIPSNAP1 NKG7 NME1 NPC1 NPM3 NRAS NUTF2 OIP5 ORC1 OSGEP PARP1 PCBD1 PCCB PCK2 PCLAF PDIA6 PEA15 PFAS PGD PHGDH PKM PLP2 PLPP1 PLRG1 PMVK POLD2 POLD3 PPID PRDX1 PRIM1 PSMA5 PSMA6 PSMC3 PSMD1 PTGIR PYCR1 RAD1 RAD54L RFC3 RLN2 RTL8C S100A11 SEC23IP SERPINE2 SIT1 SKAP2 SLC25A5 SLC29A1 SLC43A1 SNAPC3 SNRPA SORD SRD5A1 SRGAP2 SSRP1 STAMBP STT3A STXBP2 SUCLA2 THOP1 TIAM1 TMEM106C TMPO TNFSF14 TOMM40 TOP2A TPX2 TRAF1 TRAP1 TRIP10 TTK TXLNA UBA1 UNG VCP VDAC3 WARS1 WDHD1 YWHAE GSE24574_BCL6_HIGH_VS_LOW_TFH_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24574_BCL6_HIGH_VS_LOW_TFH_CD4_TCELL_UP ADD3 AKAP17A AKAP8 AREG ARHGAP45 ARHGEF18 ARID4B ARL4C ATG13 ATXN7L3B AUTS2 B3GALT4 BCL11A BID BTG1 BTG2 BTN3A1 CADPS CCR7 CD247 CD48 CD59 CDC14A CDC42BPA CENPB CHKA CIRBP CLK1 CLSTN1 CTSK CTSO CTSW CXCR4 CYBB CYP3A5 CYTH1 DDIT3 DDX28 DDX5 DGKA DLG5 DSC3 DUSP8 EIF1 EIF3A EIF4A2 ENC1 EPHB6 EXTL3 EYA2 FASN FCHSD2 FCMR FHIT FOXO4 FTH1 GABARAPL1 GADD45A GIPC1 GYPB HAS2 HBP1 HEG1 HHEX HLA-E HLA-J HOXA5 IFFO1 IFITM1 IKBKG IL11RA IL7R ILRUN ITGA2B ITIH4 ITPKB JOSD1 JUNB JUND KAT7 KCNA5 KDELR3 KDM2A LAPTM5 LEPROTL1 LGALS3BP LHFPL2 LITAF LPAR2 LRPAP1 LTB MAD1L1 MAGED2 MAL MATR3 MCC MFGE8 MFSD5 MNT MOAP1 MYCNOS NCOA1 NSFL1C NUCB2 OPRK1 PADI2 PCMTD2 PDE4B PER1 PFDN5 PIK3IP1 PLA2G1B PLA2G4C PLCD1 PLIN1 PNISR POLR3F POU6F1 PPEF2 PPP6R2 PRDM1 PRDM2 PRKACG PTH2R PYGM RANBP2 RAPGEF2 RASA3 RBL2 RBM38 RBM6 RCE1 RFX5 RGS1 RPL10 RPL11 RPL22 RPL29 RPL30 RPL31 RPL32 RPL34 RPL37 RPLP2 RPS12 RPS13 RPS14 RPS15A RPS8 RRP8 SARAF SEPTIN9 SERPINF1 SETD1B SGSM2 SIK1 SNAP91 SORBS3 SORL1 SPP2 SRCAP SRSF6 ST3GAL6 STK17A STMN2 SUN2 SUPT4H1 SYNE2 TDRD3 TENM1 TERF1 THBD TIPARP TLR1 TNFAIP3 TOB1 TOE1 TPM2 TPP1 TRIB2 TRIM2 TSC22D2 TSN TUBA1A TUBB2A TXNIP UBA7 UBE2B UBXN1 USP15 USP34 USP6NL VAMP2 VIPR1 VPS9D1 YWHAZ ZBTB1 ZFP36L2 ZNF8 GSE24574_BCL6_LOW_TFH_VS_NAIVE_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24574_BCL6_LOW_TFH_VS_NAIVE_CD4_TCELL_DN ABAT ABCD1 ABL1 ANKRD7 APBA3 ART1 ASMT ATP1A3 ATP6V1B1 ATP7B ATRNL1 B3GAT2 BAP1 BARD1 BCL6 BCLAF3 BHMT BRINP1 CA2 CALCB CCIN CD101 CD58 CDK5R2 CFHR2 CHRNA6 CLDN8 CPT1A CRISP3 CSF3R CSNK2A2 CXCL11 CXCL5 CYB561 DCBLD2 DDN DDX6 DIXDC1 DKK1 DKK3 DMPK EBAG9 ELAVL4 ELK3 EMC1 EMILIN1 ENDOD1 EPB41L3 EPHB2 EPHB6 F3 FCER1A FDFT1 FKTN FLT1 FOSL2 FZD1 GADD45G GCNT2 GJA4 GLB1 GRAMD4 GRIK1 GSTO1 GSTT4 H1-2 H1-3 H1-5 H2AC11 H4C2 HLA-DQA1 HPGDS ID3 IDS IL5 IL5RA IMPG1 ITPKB KCNN3 KCTD12 KIF3A LAMA3 LCT LPA LPXN LTB4R LY6D LYRM1 MAD2L1 MAEA MAGED2 MB MBTPS2 MID1 MNAT1 MUC5B MYBL2 MYL12B MYO1B NAALADL1 NDRG1 NDRG4 NDUFA7 NDUFB5 NIPBL NME6 NOL4 NRIP1 NTSR1 OR2J2 ORC3 OSBPL8 PAFAH2 PCSK1 PDZK1 PGF PKP2 PLAGL1 PNMT POLD3 PON3 POT1 PPP1R12A PPP1R2C PRR4 PRSS12 PSEN1 PTPRN2 PTPRT RBBP7 RBFA RBFOX2 RBM17 RBM8A RBPJ RGS16 RPS12 RRAD RTN2 RUNX3 S100A11 SASH3 SBF1 SCGB1A1 SDHC SEC13 SEMA3E SEMG1 SERPINB6 SHOX2 SLA SLC12A5 SLC26A10P SMOX SMTN SNRPB SNX4 SORBS2 SPARCL1 ST8SIA5 STAB1 STK35 STRN SUSD5 SUSD6 SYT1 TBCD TCF4 TDGF1 TENT4A TEP1 TFDP1 TGM3 TIMP1 TJP3 TNFRSF11B TNNI2 TNNI3 TOM1L2 TRIB2 UNC93A UQCRH USP46 VAC14 VRK1 WASHC4 WBP1L WHAMM YWHAH-AS1 ZFP36L1 ZFP69B ZFR2 ZIC3 ZMIZ1 ZNF460 ZNF81 ZNF85 GSE24574_BCL6_LOW_TFH_VS_NAIVE_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24574_BCL6_LOW_TFH_VS_NAIVE_CD4_TCELL_UP ABI2 ACADVL ACTR1B ADGRE5 ADM ADORA2A AGT ALDH1A1 ALDH1B1 AMPD2 ANXA2P1 APOB APOBEC3B APOBEC3G ARAP1 ARHGAP44 ATOX1 BCAT2 BICRAL BLZF1 BRME1 BTRC C1orf21 CACNB2 CASP2 CBX5 CCND1 CD52 CD5L CD72 CD81 CDK2AP2 CNOT9 COG2 COX6C CX3CR1 CXCL2 CXCL3 CYB5R3 CYC1 CYP4F2 DBI DCTN3 DDIT4 DNAJC9 DNTT DUSP5 ECI1 ECPAS EHMT2 ELOVL2 EPHB6 ESRRA FAM53B FAP FBXO46 FCER1G FGFR1 GADD45A GALNT2 GATA6 GDF10 GNG4 GNRH1 GPR4 GRM7 GSS GTF2H2 GTPBP6 GUSB GYPC H3-3B HBD HDGF HOPX HOXB2 HS2ST1 ICOS ID3 IFNAR1 IFNGR2 IL12B IL16 INPP5A IPO9 IRF7 ISG15 ITGB7 IVD JADE3 KCNJ8 KSR1 LASP1 LCN1 LDAF1 LDB1 LDHC LIG1 LOXL1 LRP10 MAD1L1 MAGEB2 MAPKBP1 MARCHF2 MARCO MATN4 MEN1 MEST MICAL3 NDP NDUFA6 NDUFS8 NINJ1 NME5 NTS OS9 PAFAH1B3 PC PCCB PDGFRL PDXDC1 PELP1 PF4V1 PHKG1 PITPNM1 PLOD3 PNLIPRP2 POP7 POU2F2 PPIF PPIL2 PPP6R2 PRKAA2 PSMD5 PTEN PTENP1 PTTG1 R3HDM1 RAB13 RAD51 RARG RASSF9 RBM17 RBM4B RBM5 RGS10 RGS14 RGS2 RNF139 ROS1 RPL21 RPP30 RRP8 RTN2 RUNX3 S1PR4 SCCPDH SCRIB SELE SEPHS2 SH3BP5 SH3GL2 SIVA1 SIX1 SLC16A3 SLC19A1 SLC5A2 SMPD2 SMS SP4 SPG7 SPTA1 SRSF6 STAT2 SULT1A1 TAP1 TCAF1 TCFL5 TFAP4 TGIF2 TIMELESS TMEM97 TNFAIP1 TNFRSF1B TNPO2 TRAF1 TUBB2A TXNL4A UHRF2 UNC13A UQCRFS1 VAC14 VILL WASF1 WNT8B YIPF1 ZNF140 ZNF165 GSE24574_BCL6_LOW_TFH_VS_TCONV_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24574_BCL6_LOW_TFH_VS_TCONV_CD4_TCELL_DN AARS1 ACTA1 ACTG1 ADSL AHCYL1 AIFM1 AP2S1 ARHGAP19 ATP5MC1 ATP5MC3 AURKA AURKB BAG2 BCAT2 BDH1 BHLHE40 BLM BUB1B CCT6A CDC7 CDK2 CDK4 CENPF CENPS CETN3 CHAF1A CKS1B CLIC1 COMT CORO1A COX6A1 COX8A CPOX CRYGD CRYZ CSNK2A2 CTNNA1 CYB5B CYP1B1 DBI DFFA DHFR DSTNP2 DUSP4 EBNA1BP2 EBP ECHS1 ECI1 EEF1E1 EIF2S1 EIF3I EIF4A1 ENO1 ENO2 EPRS1 ESPL1 EZH2 FABP5 FADD FAH FAM161A FAM98A FANCI FANCL FKBP2 FPGT FSCN1 GALE GAPDH GCLM GGCT GINS1 GOSR2 GOT1 GPX1 GSTA4 GSTP1 GTF2E2 H2BC10 H4C3 HADH HAX1 HIRIP3 HMGCL HMGN2 HMGN4 HMMR HOMER1 HSD17B10 HTATIP2 IDH2 IDH3G IMMT IMPDH2 IPO5 IPO7 KIFC1 LCMT2 LDHA LGALS1 MAP2K3 MAT2A MCM2 MCM3 MCM4 MELK MIF MRE11 MRPL19 MRPL28 MRPS12 MTHFD1 MTHFD2 MYBL2 NAA10 NCAPD2 NDUFB8 NEFH NFIL3 NIPSNAP1 NRAS NUDT21 ORC1 ORC4 PARP1 PCBD1 PEA15 PFAS PHGDH PITPNB PKM PLK1 PLK4 PLXNA3 PMVK PNP POLD3 PPID PRDX1 PRIM1 PRPS2 PSMA5 PSMB9 PSMD13 PSMD14 PYCR1 RAD51AP1 RAD54L RFC4 RPA2 RPA3 RTL8C S100A11 SCD SEC23IP SERPINE2 SHMT2 SIT1 SKAP2 SLC1A5 SLC27A2 SLC29A1 SMS SNRPA SNRPC SORD SRM SRR ST14 STX11 TBCE TEAD4 THOP1 TIAM1 TIMM17B TM7SF2 TMED9 TNFRSF9 TNFSF10 TOMM40 TOP2A TP53 TRAF1 TRAIP TTF2 TTK TUBG1 TXLNA TXN TXN2 TYMS UBE2M UMPS UNG VCP XCL2 XPOT YIF1A YWHAE ZWINT GSE24574_BCL6_LOW_TFH_VS_TCONV_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24574_BCL6_LOW_TFH_VS_TCONV_CD4_TCELL_UP ABCB8 ABCB9 ACHE ACVRL1 ADRA2A AGT AIPL1 ALDH1L1 ALDOB ANXA2P1 ARHGAP44 ARHGEF10 ARHGEF15 ARHGEF17 ASTN2 ASXL1 ATP6V0A1 ATP6V0C ATP6V1G2 BCL2L1 BMP6 BMPR1A BNIP1 BRME1 BTBD2 BTN2A1 C15orf39 C17orf75 CA5BP1 CACNB2 CASP2 CCDC9 CCNE2 CDK2 CEMIP CEP43 CHL1 CKB CLDN7 COG2 COLGALT2 CRHR1 CRLF3 CTSZ CX3CR1 DCC DCK DSTYK ECPAS EDIL3 EFR3B ENSG00000291006 FBXO9 FCGR3B FCHSD2 FOXD1 FOXM1 FOXO4 FPR1 FRMPD1 GABRA3 GAS1 GCSH GIP GJB1 GNG11 GPD1L GPR31 GRIA1 GRIK5 GTF2H2 H2BC7 H3C4 HADH HAVCR1 HOXB7 HS2ST1 HTR2C IFNA8 IFNAR1 IL12A IL16 IL1RN ITGAV JADE3 KALRN KCNF1 KCNJ8 KDELR3 KLK2 KLRB1 LIF LIPE LMF2 LMO1 LMO7 LMOD1 MAGEB2 MAPK10 MATN4 MEST MUC1 NBN NFKBIL1 NR1H4 NSD2 OCEL1 OTUD3 P2RX7 PAIP2B PAX4 PC PCCB PCDHGB4 PDE4C PDHA2 PEG3 PER1 PF4V1 PHKA1 PLK2 PLS1 PNLIPRP2 PNPLA2 PNPLA4 POLE2 POM121L6P POP7 PPOX PRCC PROX1 PTGER2 PTPN13 PUDP RAD51D RAP1GAP RBM4B RBM5 REM1 RHOD RNASE4 RNF8 RPL4 RPP30 SCD SEC23B SEMA6C SGSM3 SLC16A4 SLC31A2 SLC5A2 SLC5A4 SLCO3A1 SND1-IT1 SNRPB2 SOCS5 SPN SPPL2B SUMO4 SUN1 SYNPO TBP TBPL1 TEC TENM4 TLR3 TLR6 TMEM158 TMPRSS2 TNK1 TOR1B TPD52 TRAF6 TRIM52 TTK TWIST1 UGT2B4 UNC13A UPK1B USO1 USP24 USP9Y VCAN VILL VTN WNT11 WNT8B WWOX XAF1 XRCC4 YTHDC2 ZNF140 ZNF200 ZNF217 GSE24574_NAIVE_VS_TCONV_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24574_NAIVE_VS_TCONV_CD4_TCELL_DN AATF ABCF2 ADARB1 ADO AGO2 AHCY AK2 ALG8 ANKLE2 ATP10D ATP1B3 BCAT2 BET1 C1orf216 CALU CAND1 CANX CCDC86 CCL4 CCT4 CD226 CD28 CD48 CDK2AP1 CDK4 CFLAR CHSY1 COPS8 CPSF4 DCUN1D4 DIMT1 DNAJC3 DUSP5 EIF3I EIF3J EIF4A1 EIF4E2 ELMO1 ENO1 EXOC3 EXOSC8 FADD FAM98A FARSA FASLG FKTN FUS FXN GEMIN4 GFUS GGCT GNG5 GTF2E2 HCCS HDDC2 HMGN4 HNRNPA3 HNRNPF HOMER1 HPRT1 HPS5 HSP90AB1 HYOU1 IDH3A IDI1 IL12RB2 IL18R1 IL18RAP IL1R1 IL2RA IMMT IPO5 IQCB1 KRIT1 LAMA2 LAMP3 LPCAT1 LPL LSM7 LYSET LYST MAMLD1 MAPKAPK3 MAPRE2 MARS1 METTL1 MIF MMACHC MRE11 MRPS12 MRPS27 MTA1 MTREX MYDGF NCKAP1 NDUFS6 NEFH NELFE NFATC1 NHP2 NKRF NME1 NOP56 NPM3 NSMAF NT5E NUP133 NUP160 NUP88 NUTF2 OAT PA2G4 PCCB PDCD2 PDIA3 PDIA5 PDS5A PEA15 PER2 PEX3 PGAP1 PHB1 PKM PMS1 PNP POLR2G POP1 POP4 PPAT PPP1CC PPP2CA PPRC1 PPT1 PRR3 PSMA6 PSMB3 PSMB5 PSMB6 PSMD1 PSMD7 PWP1 PWP2 QDPR R3HDM1 RAB27A RCAN1 RCN1 RFC3 RFC4 RGS10 RHOG RPA3 RPN2 RRAS2 RRP7A SCRIB SEL1L SENP6 SLC3A2 SNHG3 SNRPC SNRPD1 SNU13 SNX17 SORD SPRY1 SQLE SRGN SRM SRPK1 SRR STK4 SUCLA2 TFCP2 TIMM17A TM9SF1 TNF TRIP13 TUBA1B TXN TXNDC9 UAP1 UBA2 UBE2G2 UBE2V2 UNG URB2 UTP14C UTP18 UTP25 VCP VDAC3 WDR43 WDR47 WNK1 XPOT ZBTB24 ZNF195 ZNF200 ZNF75D GSE24574_NAIVE_VS_TCONV_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24574_NAIVE_VS_TCONV_CD4_TCELL_UP ACAP1 ACP5 ACVR2B ADA ADAM11 ADD3 ANXA10 APOB ARHGAP4 ARHGAP45 ARHGEF11 ASIC3 ATG13 AURKC B3GALT4 B4GALT1 BBIP1 BCL11A BIN1 BTBD2 CASQ2 CAV3 CBX4 CD37 CDC14A CDC25B CDH2 CDK19 CDX2 CECR7 CHD3 CHI3L2 CIT CIZ1 CLK1 COL14A1 COL21A1 COL4A1 COL4A2 CORO1A CXCR4 CYP2D6 DDIT3 DDIT4 DGCR2 DLGAP1 DMPK DNAJB1 DNM3 DRD4 EREG ERICH1 FAM168A FCER2 FCHO1 FCMR FOXO4 GADD45A GADD45B GLS2 GNB2 GUCA2A GUCY2F H1-10 H2AC17 H3C10 HABP2 HBEGF HGFAC HMGB2 HPGD ICAM3 ID1 IFIH1 IFITM1 IFITM3 IGBP1 IL11RA INSL4 ISG20 ITGA6 ITGB2 ITIH4 IZUMO4 JAK3 JOSD1 JUND KCNA5 KCNJ12 KLF4 LGALS3BP LGMN LIMK2 LRP10 LTB4R MAN2B1 MAN2B2 MAPK3 MAPRE3 MCC MCF2L MCL1 MDK MICA MINDY2 MMP16 MMP20 MRNIP MT1H MT2A MTSS1 MXRA8 MYCNOS MYO9B NCAPD2 NMBR NME3 NR1H2 NUMA1 NXPH4 OCM2 OPRK1 OPTN P2RX5 PADI2 PAPSS2 PBXIP1 PCNX1 PHKG2 PHLDA2 PIK3IP1 PIM1 PLA2G6 PLCD1 PLXNA2 PNOC PPEF2 PPM1H PRDM1 PSD PTX3 PXDC1 RASA3 RASGRP2 RBM38 RGS1 RGS9 RHOB RPGRIP1L RPL14 RPL36A RPL37 RPS14 RPS20 RPS28 S100A13 S1PR4 SCN7A SEC31B SERPINF1 SETD1B SH3PXD2A SHOX SIK1 SIPA1 SIRPA SIT1 SLC2A3 SNAP91 SORBS3 SORL1 SPEG SPP2 STARD5 STMN2 SUN2 SUOX SYNE1 TACR3 TANC2 TLE5 TNK2 TOB1 TPX2 TRADD TRAF3IP2 TREX1 TRIB2 TUBA1A TUBB2A TXNIP UBA7 UBE2C UTRN VIPR1 VNN2 WWOX ZFP36L2 ZKSCAN5 ZNF101 GSE24634_IL4_VS_CTRL_TREATED_NAIVE_CD4_TCELL_DAY10_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24634_IL4_VS_CTRL_TREATED_NAIVE_CD4_TCELL_DAY10_DN ABHD5 ABR ACO2 ACOT9 ACSL1 ADAMDEC1 AGA AK2 ALAS1 ANXA4 APOBR APOO APP ASRGL1 ATG3 ATP1B3 ATP6V0A2 ATP6V0B ATP6V0C ATP6V1B2 ATP6V1E1 BAK1 BCL2L2 BLVRB C3 CALCOCO2 CARS1 CASP1 CAVIN1 CCR1 CD86 CDA CDCP1 CDKN1A CDS2 CEBPB CFB CGGBP1 CIAO2B CKAP4 CLDN7 CLIC4 CLIP1 COL8A2 CPD CREG1 CRYBG1 CST6 CTBP2 CTNNA1 CTSO CXCL8 CYBB DAG1 DHRS3 DHRS9 DHX58 DNAJA1 DNM1L DNPEP DSE DUSP5 DYNLT1 ECHDC3 ERI2 ERLIN1 F3 FADS1 FCGR2C FZD1 FZD2 GBP1 GBP2 GEM GK GK3 GLRX2 GLRX3 GPC4 GREM1 GRN HK3 HLA-DPA1 HMG20B HSD11B1 HSPA6 IFIT3 IFT27 IGF2R IGFBP6 IL1RN IMPA2 INHBA INSR IQGAP2 IRF1 IRF7 KIAA0513 KLHL18 KYNU LAP3 LEPROT LMO4 LONP1 LRP12 LYN METTL1 MICALL2 MNDA MSRB1 MT1G MT1H MT1X MT2A MYD88 MYOF NETO2 NLRP3 NR1H3 NRP1 OGFRL1 P4HA2 PDE4DIP PGD PHGDH PIR PLA2G4A PLAUR PLXND1 PSMA3 PSMA6 PSMB6 PSMD5 PSME2 PTAFR PYGB PYGL RAB20 RAB31 RAB5IF RABEPK RAI14 RCN1 RHOQ RIN2 RMDN3 RRAD RTN1 S100A13 SCG5 SCRN1 SECTM1 SERPING1 SFT2D2 SH3GLB1 SLC27A3 SLC2A6 SLC30A1 SLC31A1 SLC35B1 SNX10 SOD2 SORT1 SPG21 SPR SQOR ST3GAL5 STAP2 STAT1 STT3A STX11 STX3 STYXL1 SYNGR1 TALDO1 TAP2 TBC1D9 TBL2 TCIRG1 TLR1 TLR8 TNFAIP6 TNS3 TPBG TRPV2 TSEN34 TUBB6 TXN TXNRD1 TYROBP UBE2L6 UPP1 UQCRC1 USP25 VPS11 WARS1 YARS1 YIPF1 ZNF185 GSE24634_IL4_VS_CTRL_TREATED_NAIVE_CD4_TCELL_DAY10_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24634_IL4_VS_CTRL_TREATED_NAIVE_CD4_TCELL_DAY10_UP ABCG2 ADAM19 ADORA3 AEBP1 AGK AIRE ALOX15B ANXA6 AQP4 ARHGDIB ASB8 ASCL3 ATP2A1 ATP5MC2 BCHE BCL2 BLMH BPTF BUB1 C19orf53 C1orf21 CALM3 CAMK2G CBX5 CCDC81 CCL13 CCL17 CCL18 CCL24 CD2 CD200 CD27 CD3D CD93 CD96 CDKN3 CENPF CEP97 CFP CKAP2 CKS2 CNTRL CPEB1 CPOX DAD1 DCX DIPK1A DKC1 DLEU1 DNAAF2 DNASE1L3 DPY19L1 EHD1 EIF2S3 ELP4 EXTL2 F13A1 FABP4 FANCI FBXO41 FCMR FNBP1 FOXO1 GATA3 GCAT GFI1 GFRA1 GINS2 GLMN GOLPH3L GPA33 GPR183 GPR35 GPSM3 GREM2 GTF3C4 GYPC H4C3 HERC1 HMGB3P1 HOXC11 HPGDS ICA1 ID2 IGLL3P IL16 IL17RB IL1R2 IL24 INPP4B ISG20 ITGA4 ITGBL1 ITM2A ITPKB JHY JPT1 KCNK5 KCNK7 KCNMB4 KIF11 KLHL23 KRT17 KRT2 LAPTM4B LCN2 LCP2 LGR4 LRBA LRP2BP LRRC1 LRRN3 MARCKSL1 MARCO MBIP MERTK METTL8 MLLT11 MRPL48 MTMR2 MYB NBPF10 NFATC3 NFKB1 NMB OIP5 OLA1 OLFML2B ONECUT2 OPA3 OSM P2RX5 PBXIP1 PCSK7 PEBP1 PGM1 PIP5K1B PLEKHB1 PLXNC1 PNN PNPLA3 POGLUT2 PREX2 PRRG3 PTGER4 RAMP1 RASGRP1 REEP2 RFX3 RHPN1-AS1 RRM2 SELENOP SEMA4D SEMA6D SEPTIN9 SERF2 SFI1 SH2D1A SIGIRR SIRPG SKAP1 SLC35F2 SLC7A6 SLCO2B1 SLIT2 SMC4 SMC5 SNAP25 STAP1 STAT4 STIL STK39 STMN1 SUPT20H TDRD1 TDRKH THYN1 TMEM223 TNFRSF4 TNNI3K TOP2A TP53BP1 TRAF3IP3 TRBC1 TREM1 TRIM32 TRPA1 TSPAN13 TTN TUT4 TYMS UCP2 VPS13B VPS8 VWF WASF3 ZFTA ZNF512B GSE24634_IL4_VS_CTRL_TREATED_NAIVE_CD4_TCELL_DAY3_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24634_IL4_VS_CTRL_TREATED_NAIVE_CD4_TCELL_DAY3_DN ABCG1 ACKR3 ACTN1 ADAMDEC1 ADM AIM2 ALDH2 ALOX5AP ANK3 APBA2 APOL1 APOL2 APOL3 APOL6 ARMT1 ASNS ATP8A1 BCL2A1 BIN2 BTN2A1 BTN3A3 C3 CALCOCO2 CARS2 CASP1 CBLL1 CCDC69 CCL2 CCL7 CCR2 CD2 CD38 CD40 CD6 CFLAR CHI3L1 CHI3L2 CHMP7 CHRNB1 CKAP4 CLEC2B CLEC4E CLUAP1 CSGALNACT1 CSTF2T CXCL1 CXCL10 CXCL11 CXCL3 CXCL5 CXCL8 CXCL9 CYBB DCPS DDIT3 DDX56 DHX58 DUSP21 DUSP6 ECSIT EGR4 EHD1 EPHX2 FAM117A FCGR1BP FCMR FKBP11 FOXO1 GARRE1 GBP1 GBP2 GCH1 GIMAP4 GIMAP5 GK GK3 GNAT1 GNG11 GPR161 GPR65 GVINP1 HAUS7 HDDC2 HERC5 HK2 HLA-J ICAM3 IDO1 IFI44L IFIT3 IFITM1 IFITM2 IFITM3 IL11RA IL15 IL15RA IL16 IL1A INHBA IRF1 IRF7 ISG15 ITGB7 ITPR1 KANK1 KIAA0586 KIF16B KIF22 LAT2 LGALS3BP LILRA1 LIMK2 LPAR2 LPIN1 LTB MAGOH2P MAN1C1 MCUB MDM4 MVP MX2 MYD88 NAP1L4 NME7 NOSIP NUP210 P2RY6 PARP12 PDCD2 PGGHG PIM1 PLAAT4 PLXNC1 PMM1 PMP22 POLI PPBP PRKCZ PRKD2 PSMB10 PSMB3 PSMB9 PTPRCAP PVRIG RABGAP1L RASGRP2 RBCK1 RBM10 RGS3 RNFT2 RPL36 RPS6KA3 SAMHD1 SELL SERPINA1 SERPINB2 SERPING1 SH3BP5 SLAMF7 SLC14A1 SMARCA4 SMCO4 SNX10 SOD2 SP100 SP110 SP140 SP140L SPOCK2 SQOR SRRT STAT1 STAT5A STOM SUN2 TAP1 TCF7 TEX14 THBS1 TKTL1 TLR8 TMCO6 TMEM109 TNFAIP6 TNFSF10 TRIM21 TSC22D1 TXNL4B TYMP UBA7 UBE2D1 UBE2L6 UXT VAMP5 VNN1 VSIG4 WARS1 WWC3 YIPF1 ZAP70 GSE24634_IL4_VS_CTRL_TREATED_NAIVE_CD4_TCELL_DAY3_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24634_IL4_VS_CTRL_TREATED_NAIVE_CD4_TCELL_DAY3_UP ACADVL ADCY9 ADIPOR1 ADORA3 AHCY AHNAK ALOX15 ALOX15B ANKRD26 ANKRD36 ANXA1 AP2A2 APLP2 APMAP ARRB1 ASAP1 AUH BABAM2 BCAP31 BCL11A BCL7A BEX4 BLTP2 BLVRA BLVRB C2CD2 C3orf18 CALU CAT CCDC28A CCL17 CCL18 CCL22 CCL24 CD1A CD1C CD226 CD83 CD84 CHN1 CHST15 CHST4 CLEC10A CLIC2 CNIH3 COL15A1 CREM CSF2RA CYP51A1 CYREN DACT1 DAG1 DHRS1 DIPK1A DLGAP2 DNASE1L1 DPP4 DYRK4 EBI3 EHD4 EMC3 ENSG00000291006 EPB41L2 EVI5 FADS1 FARP1 FCER2 FETUB FIBP FIG4 FLT3 FN1 GAB2 GAS6 GATM GDF10 GLA GNS GOLM1 GSE1 GSN GUSB HAGH HAO2 HGSNAT HILPDA HIVEP3 HLA-DQA1 HRH1 HS3ST2 HTT IL10 IL1R1 IL1R2 IL1RN ILVBL IMMT IRF4 JAG1 KLF11 KRT5 LAMP2 LGALS1 LHX2 LINC00837 LIPA LMBR1L LMNA LSP1 MAF MAL MAN2B1 MAOA MC5R MCC MCCC1 MCUR1 MEA1 METTL7A MLEC MMD MSRA MYT1L NAGA NFIL3 NFKBIE NPC2 NR4A3 NSF NUSAP1 OBSL1 OCEL1 OMG PBOV1 PDAP1 PDXK PEX5L PGPEP1 PHYHIP PI4K2A PITRM1 PLA2G15 PLEKHO2 PLXDC1 PLXNA2 PMFBP1 PPFIBP2 PPP1R3A PTGS1 PYGL QPRT QSOX1 RAB38 RAMP1 RASSF2 RFTN1 RHOBTB1 RNASE1 RNF125 RNF5 RNH1 RXRA S100B SDC2 SDF4 SFN SLAMF1 SLC47A1 SLC7A9 SMAD1 SNRNP25 SPINT2 SPRY4 SQLE STARD3 STK32B STMN1 SUOX SYNGR2 TACR3 TBC1D9B TDRKH TGFA TGFBI TGM2 TINAGL1 TK2 TM9SF1 TOR3A TRAM2 TRIM15 TSPAN4 TUBA1B TUBA1C UQCRC1 VDR WDR83OS WNT5A WNT5B ZMIZ1 GSE24634_IL4_VS_CTRL_TREATED_NAIVE_CD4_TCELL_DAY5_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24634_IL4_VS_CTRL_TREATED_NAIVE_CD4_TCELL_DAY5_DN ADAR ADGRE5 AFF2 AIP ALOX5AP ANK3 ANKRD6 APOL1 APOL2 APOL3 ARID5B ARL4A ASB8 ATRNL1 B4GALT4 BAG3 BATF BST2 BTN3A1 BTN3A2 BTN3A3 C11orf68 CALCOCO2 CASP4 CCDC88C CCND2 CD2 CD96 CFB CGGBP1 CIR1 CLUAP1 CMTR1 CNP COLQ CREM CSF1 CSGALNACT1 DDX52 DDX60 DGLUCY DKK2 DOCK9 DYNLT1 EDN1 EFEMP2 EIF2AK2 EXOC2 F3 FLAD1 FOLH1 G3BP2 GBP1 GBP2 GIMAP5 GIMAP6 GK GNB5 GPR171 GRK5 GTPBP8 GUK1 GZMB HAUS3 HBEGF HERC5 HERC6 HHLA1 HIF1A HLA-F IDO1 IFI44L IFI6 IFIT2 IFIT3 IFIT5 IFITM1 IFITM2 IFNA7 INHBA IPCEF1 IRF7 ISG20 JAKMIP2 KCND1 KIR3DL3 KNG1 LCT LEPR LPIN2 LTA LYRM2 MAN1C1 MED25 MIA3 MICB MSC MT1F MT1G MT1H MT1X MT2A MTUS1 MX1 MX2 N4BP2L2 NARF NEK11 NEMP1 NFKB2 OAS2 OCEL1 OPTN OR1F1 ORM1 PARP12 PARP3 PCDHGB6 PDK3 PFKFB1 PHF11 PLAAT4 PLPP1 POLR1G PRDM2 PSMB10 PSMB9 PSME1 PTPN2 PTPRB PTPRCAP PUS3 RAB3GAP1 RABGAP1L RALB RBCK1 RBKS REEP2 RERE RGS3 RIPK1 RNF114 RPGR RPL28 RPS5 RSAD2 RWDD3 SETX SFMBT1 SH3TC2 SLAMF7 SLC20A2 SLC50A1 SLC6A12 SMCHD1 SP100 SP110 SP140 SPHK1 SSX1 STAM2 STAT3 STAT5A STN1 STOM STX17 SYNE2 TAF7 TAGLN3 TAP1 TBPL1 THRB THUMPD1 TLE4 TMEM140 TNFRSF25 TOX TP53TG1 TPR TRAC TRADD TRANK1 TREM1 TREX1 TRHDE TRIM21 TRIM22 TRPM1 UBA52 UBE2L6 VAMP5 VPS51 WDFY3 XAF1 ZC3H12A ZNF148 ZNF22 ZNF516 ZSCAN16 GSE24634_IL4_VS_CTRL_TREATED_NAIVE_CD4_TCELL_DAY5_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24634_IL4_VS_CTRL_TREATED_NAIVE_CD4_TCELL_DAY5_UP AHCY ALOX15 ALOX15B ALOX5 AOC1 AP1B1 ARHGAP22 ASAP1 ATF5 ATOX1 ATP6V0C ATRN BASP1 BID BLNK BLVRB BMAL2 BMP2K C1S CAMKK2 CAPG CARD9 CCDC28B CCL13 CCL17 CCL18 CCL19 CCL23 CCL24 CD1C CD209 CD302 CD68 CD81 CD83 CD86 CFP CHN2 CLCA3P CLIC2 CPVL CREG1 CSF1R CST3 CSTA CTSA CYP27A1 CYREN DAPK1 DPYSL2 DSC1 DSC2 DYSF EBI3 EFHD2 EHD4 EIF4G3 EOGT EPB41L2 F13A1 FADS1 FADS2 FAH FDXR FIG4 FSCN1 FTL FUCA1 GAA GADD45A GAS6 GNA15 GP1BA GPR35 GPX4 GRK3 GSTP1 GTSE1 HCK HEATR6 HLA-DMB HLA-DPB1 HLA-DQA1 HLA-DQB1 HLX HNMT HSD17B14 ICAM4 IFNGR1 IGSF6 IL13RA1 IL1R1 IL1R2 IL21R IRGQ ITSN1 KCTD3 LAIR1 LAMC1 LAMP2 LGMN LILRB1 LIMCH1 LMNA LRRC42 LYPD3 MAFK MAN2B1 MAOA MARCKS MARCKSL1 MBNL3 MCM3AP-AS1 MCOLN1 METTL1 MGLL MILR1 MMD MRC1 MS4A4A MSRA MYO5A NAGA NAIP NEU1 NFIL3 NFKBIE NINJ1 NPC2 NPL NT5DC2 OLFML2B PDGFC PIEZO2 PILRA PLA2G7 PLAAT3 PLCG2 PLK2 PLOD1 PLXNB2 PLXND1 POR PRKCB PSG6 PTGS1 QPRT RAB20 RAB32 RAMP1 RAP2B RASSF2 RASSF4 RNASE1 RPGRIP1 SCRN3 SELENOP SERPINF1 SFN SGPL1 SH2B3 SIAH1 SIRPA SLC19A1 SLC2A8 SLCO2B1 SMS SNX2 SOCS2 SPRED2 SQLE STEAP3 SYNGR2 SYT17 TBC1D8 TBXAS1 TCEAL4 TCF4 TMEM176A TMEM176B TMEM97 TNFAIP2 TNFRSF11B TNFRSF4 TNFRSF9 TNFSF13 TPM2 TRDMT1 TREM2 TRIB1 TRIP6 TSPAN4 TUBB6 VAT1 WLS WNT5B YBX3 YWHAH ZMIZ1 ZNF185 GSE24634_IL4_VS_CTRL_TREATED_NAIVE_CD4_TCELL_DAY7_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24634_IL4_VS_CTRL_TREATED_NAIVE_CD4_TCELL_DAY7_DN AARS1 ABHD5 ACVR1B ADGRE2 ADIPOR1 AHCYL1 ALDH2 ANG ANXA4 AP3S2 APOL1 APOO ASGR1 ASNS ATF3 ATP1B3 ATP6V1B2 ATP6V1E1 ATP6V1H B9D2 BACH1 BCL2A1 C1S C3 C5AR2 CAMSAP2 CARMIL1 CARS1 CCNA1 CD14 CD72 CD86 CDS2 CEBPB CEBPG CFB CKAP4 CLIC4 CLN8 COX5B CPD CST6 CTNND2 CTSV CTTN CYP27B1 CYRIA DAG1 DCHS1 DHRS9 DNAAF1 DOCK4 DOP1B DSCAM DSP DUSP6 ECI1 EFCAB2 EGR2 ELOVL1 EML1 ETV3 EXOC6B EXPH5 F3 FST FTH1 FZD1 GBP1 GBP2 GK GLRX2 GPC4 GREM1 GRP GTF2IRD1 HDAC9 HLA-F HOMER1 HPD HSD17B6 HSPBAP1 IFIT3 IFNA21 IGFBP6 IL1RN IL6R IMPA2 INHBE INPP5F INSR IQSEC1 JAK2 KCTD5 KIAA0040 KIAA0513 KLHL18 KYNU LAP3 LAT2 LCMT1 LILRA2 LMAN2 LMO4 LONP1 LRRC8B LRRFIP2 LYN MAST1 MECP2 MIR22HG MNS1 MSRB1 MTHFD2 MTHFS MYOF MYRF NACC2 NCF1C NCF2 NELFE NFE2L1 NIBAN1 NPC1 NRG1 PCK2 PDE4DIP PEX19 PGD PHF7 PHGDH POLR3D PSMA6 PSMB10 PSMB9 PSTPIP2 PTAFR R3HDM2 RAB13 RALA RALB RCN1 RGCC RGS3 RHBDF1 RMC1 RNF128 RNF24 RPS6KA2 RRAD S100A13 SARS1 SAT1 SAV1 SCG5 SERPINI1 SH3BP5 SH3GLB1 SHMT2 SIGLEC6 SIRT7 SLC1A5 SLC25A14 SLC30A1 SLC30A3 SLC43A3 SLC6A12 SPAG9 SPATA31C2 SPATS2L SQOR SQSTM1 SSPN ST3GAL5 STX4 STYXL1 SUSD6 SYNC TAGLN2 TARS1 TBK1 TBL1X TEX264 TGIF1 TIMP2 TLR1 TMEM43 TNFAIP6 TNFSF10 TNFSF14 TRIM9 TSC22D1 TSPAN3 TXNRD1 VPS11 VPS39 VPS9D1 WARS1 ZMYND8 ZPR1 GSE24634_IL4_VS_CTRL_TREATED_NAIVE_CD4_TCELL_DAY7_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24634_IL4_VS_CTRL_TREATED_NAIVE_CD4_TCELL_DAY7_UP ABCC5 ABCG2 ACAT1 AGBL5 AGK AKR1A1 AKR1C1 AKT2 ALOX12 AP1S2 AP3B2 APCS ARHGDIB ARPC3 ASL ATP5MC2 ATP5MF AURKB BAX BCAS3 BIRC5 BIRC7 BLMH BUB1B C19orf53 CAPN10 CASD1 CBX5 CCDC28B CCL13 CCL17 CCL18 CCL19 CCL23 CCL24 CCNA2 CCNB1 CCNB2 CCR8 CD93 CDC20 CDC25B CDCA8 CDK1 CDKN3 CEP131 CFP CHEK1 COBL COCH COL6A1 COTL1 CPEB1 CTPS2 CTSH CUL9 CYREN DHCR7 DHFR DLGAP5 DTL DTYMK E2F8 EIF4E2 EMC6 EMC9 EMP3 EPB41L2 EPRS1 ESPL1 ETNK2 FANCI FBL FEN1 GALNT3 GALT GGH GINS2 GLIPR1 GPA33 H4C2 HK1 HMGB2 HMMR HMOX2 HNRNPA3P1 HOMER2 HS3ST2 HSPA1A HTRA2 HYAL3 IDH2 IGLL3P IGLV1-44 IL17RB IL1R2 IL21R ITGA4 JPT1 KDM1A KIF11 KIF15 KIF20A KIF23 KIF2C LANCL2 LMCD1 MAGED1 MARCO MCM2 MCM6 MELK MKI67 MNAT1 MRTO4 MS4A6A MTMR2 MYB MYG1 MYH6 MYO6 MZF1 NCAPG NDUFA1 NDUFA7 NDUFB1 NDUFB8 NEDD8 NEFM NPDC1 NUSAP1 OIP5 OSGEP PARP2 PCCA PCLAF PIP4K2B PLA2G15 PLAAT3 PLAU PLK4 POLE2 PPA2 PSME4 PTTG1 QDPR RACGAP1 RAD51AP1 RASSF2 RBM28 RGL1 RHOBTB1 RNF5 RPS16 RRM2 SEC13 SEMA4D SGCB SHMT1 SLC25A13 SLC2A5 SLCO2B1 SMS SNRNP25 SNX2 SPAG5 STAB1 STK39 STMN1 SYNGR2 TAS2R10 TBC1D22A TCF4 TDP1 TK1 TMEM106C TMEM258 TMEM97 TPST1 TPX2 TRIM14 TTC31 TTK TUBB TUBB4B TUT4 TYMS UBE2C UCP2 UQCRQ UROD UROS USP24 WNT5A WNT5B ZBTB6 ZNF682 ZWINT GSE24634_NAIVE_CD4_TCELL_VS_DAY10_IL4_CONV_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24634_NAIVE_CD4_TCELL_VS_DAY10_IL4_CONV_TREG_DN ABHD5 ABTB2 ACAT1 ACOX1 ACP5 ACSL5 AGPAT5 AHI1 AKR1A1 ALDH9A1 ANXA2 ANXA5 ARHGAP19 ARPC2 ASPM ATP6V1C1 ATP6V1D AURKA B2M B3GALT4 BATF BID BIN3 BLM C1GALT1C1 C9orf40 CALHM2 CASP3 CASP9 CCDC47 CCL18 CCL22 CCNB2 CD2 CD226 CD38 CD58 CD79B CDC20 CETN3 CFLAR CHMP4A CHST15 CKS1B CNP COL6A3 COX17 CREB3L2 CTNNA1 CTSB DAPK1 DCTN2 DCUN1D1 DDB2 DHRS1 DHRS7B DOHH DSTNP2 EIF4G3 ELOVL1 ETFDH ETNK1 FANCE GCLM GFI1 GLB1 GLRX2 GM2A GNG5 GORASP2 GPALPP1 GPR137B GTF2H1 H2BC12 HDC HELLS HLA-A HMGCL HPGDS IDH1 IDH2 IL27RA IMMT ITGAE KEAP1 KIF20A KIF2C KPNB1 LAMP2 LAPTM4B LGALS3 LPXN LSM2 LXN M6PR MAP2K3 MAP2K4 MAPKAPK3 MBOAT7 MELK METTL7A MFHAS1 MLEC MREG MRPL17 MTCH2 MYL6B NAB1 NDC80 NDUFA8 NTRK1 NUP62 NUSAP1 PA2G4 PAICS PAPSS1 PARP1 PCLAF PDE4A PDIA6 PDXK PHTF2 PIEZO1 PLAAT3 POGLUT1 POLD3 POLR3K POP7 PPP1CB PPP2R5A PPP4R1 PRC1 PRCP PRDX3 PSMA5 PSMD14 PTGER2 PTPN22 PTTG1 PUDP PYCARD RAB11A RAB11FIP1 RAB13 RAB33A RAD50 RAP1GDS1 RAP2A RBPJ RDX REEP5 RFC3 RRM2 SEC14L1 SEL1L3 SERPINB1 SLC25A20 SLC5A3 SMARCAL1 SMARCD2 SMC4 SP110 SPATS2L SPP1 SRGAP2 SRR STAP1 STARD7 TALDO1 TAOK3 TARS1 TBL2 TGFBI TK1 TM9SF1 TMED5 TMEM176B TMEM187 TMEM43 TMEM97 TMEM9B TNFSF10 TPM4 TPX2 TRAF1 TRAK1 TRIB1 TRIP4 TSPAN5 TUBB TXNDC15 TXNDC9 UBE2K VCP VDAC3 WDR5B WIPF2 WSB2 ZMIZ1 ZNF225 GSE24634_NAIVE_CD4_TCELL_VS_DAY10_IL4_CONV_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24634_NAIVE_CD4_TCELL_VS_DAY10_IL4_CONV_TREG_UP ABCF3 ACSM3 ACVR1B ACVRL1 ADAM22 ADGRL2 ADTRP AGXT AK5 ALLC ALOXE3 ALS2CL AMH APBA2 ARHGAP32 ASPH ATG14 ATP1A2 AVPI1 BCAS4 BIN1 BNC1 C19orf53 CACNA1H CAMK2B CCDC59 CCNP CCNT1 CD248 CDC25C CDC37L1 CDHR5 CDK3 CFAP410 COL11A2 CPA4 CSH1 CXADR DCAF4 DCN DCXR DGKD DGKZ DPYSL4 DXO EEF1G EFHD1 EGFR EPHA1 FASTK FAU FCGRT FHIT GALNT11 GALNT12 GCNT3 GPR153 GPRASP1 GRB7 GRHL2 GTPBP6 GZMM H2AC14 H2BC8 HGF HP1BP3 ICOSLG IL6ST INCENP INTS15 IRF3 IRF6 ITGA6 JADE1 JOSD1 KANK1 KANSL2 KBTBD11 KLF13 KRT18 LAMC3 LAS1L LENEP LEPROTL1 LIG1 LRIT1 LTBP2 LYRM9 MAN1C1 MAP2K6 MCTP1 MEPCE MRM3 MRPL49 MSL2 NAA15 NAP1L3 NBPF10 NCAM1 NELL1 NOL12 NPY6R NRP2 OMP OPRPN OR2C1 OSER1 OTUD3 OVGP1 PDCD4-AS1 PDE4B PDK1 PDP1 PEPD PFDN5 PHAF1 PIK3IP1 PLA2G1B PLA2G2E PLAC8 PLEKHB1 PLXNB1 PNRC1 PRAMEF10 PRICKLE3 PRPH PRRX1 PTGER1 PTHLH PYY RAPGEFL1 RASA3 RASGRP2 RHOBTB3 RIPK2 RNF144A RNFT2 ROS1 RPH3A RPL10P17 RPL11 RPL19 RPL27 RPL27A RPL35 RPL35A RPL38 RPS10P5 RPS12 RPS15A RPS28 SC5D SCARB2 SEC14L2 SELL SGF29 SHH SLC16A6 SLC3A1 SMAD7 SNHG17 SNHG3 SPDEF SPINK4 STARD5 SUSD4 TBL1Y TESMIN TFAP2C TFCP2L1 TGFA TGFBR2 TNNT3 TOB1 TOE1 TPST1 TRIM10 TSPAN1 TSPAN6 TSPYL2 TSSK2 TTC27 TTPA UBIAD1 ULK2 UPK2 UXT WDR74 WNT10B WNT7A XKR8 ZFAND3 ZFP2 ZNF329 ZNF331 ZNF510 ZNF516 ZNF669 GSE24634_NAIVE_CD4_TCELL_VS_DAY3_IL4_CONV_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24634_NAIVE_CD4_TCELL_VS_DAY3_IL4_CONV_TREG_DN AGGF1 AGO2 AGPAT5 AHSA1 ALOX5AP APLP2 ARHGAP19 ARL3 ARPC5L ATP5MC1 BASP1 BCKDK BCL2L1 BID BLM BLVRA C1QBP CALU CASP3 CASP7 CCDC47 CCNE1 CCT2 CCT3 CCT5 CCT7 CD74 CD9 CDC45 CDC7 CENPN CFLAR COASY COPS7A CSF2RB CTSH DDB2 DDX49 DHCR24 DHX16 DHX30 DPP3 DRAM1 DTL EBI3 EIF3B EMC8 EPRS1 ESPL1 ETF1 EXO1 EXOSC2 FAM136A FANCL FASTKD1 FOXM1 FUCA1 GABPB1 GALE GCLM GLA GLB1 GLRX2 GMPPB GMPS GORASP2 GPX1 GSTA4 GTPBP4 H2AX HDLBP HLA-DRB1 HPGDS HSD17B10 HSPA1A HSPD1 HTRA2 ICMT IDE IDH1 IDH2 IMMT IMP4 ITGAE JCHAIN KDELR2 KEAP1 KIF15 KIF3A KNTC1 LAPTM4B LRRC59 LSM4 MAD2L1 MAFB MAPK1 MCAM MCAT MCM4 MED20 MED22 MELK METTL7A MKI67 MRC1 MRE11 MREG MRPL11 MRPL17 MRPS12 MRPS14 MRPS28 MT1HL1 MTHFD1 MUS81 MYB MYL6B NAA10 NCAPD3 NCAPH2 NCF4 NDUFA7 NDUFAF1 NDUFB3 NHP2 NPRL3 NT5DC2 ODF2 P2RX5 PDXK PFDN2 PLPP3 POLD2 POLD3 POLQ POLR3K PPAT PPM1D PREB PSMA5 PSMD1 PSMD14 PSMD8 PSME2 PTBP1 PUS7 PWP2 PXMP4 RAB13 RAB8B RAD50 RAD54L RAMP1 RBM28 RBPJ RCC1L RDX RFC5 RMI1 RPA3 SEC14L1 SEC23B SFT2D2 SLC35F2 SLC35G2 SLIRP SMC2 SMCO4 SNRPD3 SNU13 SPDL1 SPINT2 SRI SRP54 ST7 SUPT16H TACC3 TAGLN2 TBL2 TFB1M TFCP2 THY1 TIMM8B TMED5 TMEM165 TMEM176B TMEM53 TMPO TNF TNFRSF21 TNIP3 TNPO1 TRAF1 TRIB1 TUBB4B TWNK UBE2I UGGT1 VCP WARS1 GSE24634_NAIVE_CD4_TCELL_VS_DAY3_IL4_CONV_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24634_NAIVE_CD4_TCELL_VS_DAY3_IL4_CONV_TREG_UP ABLIM1 ACSM3 ACSM5 ACVR2B ACYP2 AQP2 ARHGEF18 ARHGEF9 ARRB1 ASPH ATG14 ATM ATP6V1G1 ATP6V1G2 BBOF1 BCL11B BMAL1 BNIP2 BRF2 BTG2 BTN3A1 BTN3A3 CACFD1 CAST CD247 CD48 CD6 CDC37L1 CDIPT CDR2 CEMIP2 CERNA1 CLK1 COQ10B CSGALNACT1 CTSF CUTA CX3CR1 CXCR4 CYTH1 DAZAP2 DGKZ DNASE2 DPEP2 ECHDC2 ELF2 EPN2 EXT1 FAM117A FAM172A FAM174B FAM193B FAM66D FBXW4 FCMR FGF9 FHIT FHL1 FKBP9 FOXO1 FYB1 FYN FZD8 GABRA2 GADD45B GARRE1 GCC2 GNG12 GPA33 GYPC H2BC21 HCN4 HIVEP2 HKDC1 HSD17B11 ICAM3 ID4 IER2 IFT20 IGBP1 IL16 IL6ST IQCK ITGA6 ITGB7 ITM2A ITM2B JMJD1C KANSL2 KAT2B KBTBD2 KHNYN KLF13 KLHL3 L1TD1 LEF1 LEPROTL1 LITAF LMBR1L LYRM9 MAB21L2 MAML3 MAN2B2 MAX MCUB MGAT4A MLLT3 MSX2 MTERF4 MVK NBL1 NGDN NLRP1 OPTN OR10H1 OSER1 PAX6 PDCD4-AS1 PDE4B PFDN5 PIAS1 PIK3IP1 PIK3R1 PLEKHA1 PLEKHA5 PLEKHB1 PPIEL PPP2R2D PPP3CC PSPN PTGER1 PTGER4 PYGM R3HDM2 RABGAP1L RAP2B RASA3 REX1BD RHBG RNF125 RPL10L RPL11 RPL19 RPL23AP32 RPL35A RPL36 RPS27 S1PR1 SC5D SCAND1 SDR39U1 SERINC5 SFMBT1 SGSM2 SIK1 SLC16A6 SLC25A16 SLC2A4RG SLC35C2 SMAD7 SMAGP SMPD1 SNX6 SPSB3 SRSF5 STK38 SYF2 TCF7 TCTA TENT5A TENT5C TGFBR2 TMCC1 TMEM120B TMEM185B TMEM243 TMPRSS5 TNFAIP3 TOB1 TP73-AS1 TRAPPC6A TRIM10 TSC22D3 TSPAN14 TUG1 VCPIP1 VPS51 VPS8 WDR45 WTAP ZBTB40 ZFAND3 ZFP36L2 ZNF184 ZNF211 ZNF266 ZNF329 ZNF862 GSE24634_NAIVE_CD4_TCELL_VS_DAY5_IL4_CONV_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24634_NAIVE_CD4_TCELL_VS_DAY5_IL4_CONV_TREG_DN AASDHPPT ABTB2 ACADVL ACAT1 ACO2 ACOT13 ACSL5 ACTB AFG3L2 AHSA1 AIMP2 ALDH3A2 ANAPC1 ARL3 ATG3 ATP6V0B ATP6V1C1 ATP6V1D AVEN BATF BLVRA BLVRB BRCA1 C12orf4 C1QBP CAD CALML4 CAPZA1 CASP3 CASP7 CCNE2 CCT2 CCT3 CCT7 CD38 CD74 CDK5 CENPE CIAO1 CISD1 CLPP CMTM6 CNP COASY COQ7 CRELD2 CSNK2A1 CTNS CYB5B CYCS DDB2 DDX39A DDX56 DERL1 DKC1 DNAJA1 DNAJC17 DNAJC9 DNM1L DOHH DPP3 DUS4L EMG1 EPAS1 EPRS1 ERLIN1 ETF1 ETNK1 EXTL2 FAM136A FAM98A FANCE FHL2 G3BP1 GINS4 GLO1 GMPS GPN3 GRAP2 GSS GSTO1 GTDC1 GTPBP4 HDGF HEATR1 HK1 HMGA1 HSD17B10 HSPA14 HSPA2 HSPA8 HSPD1 HSPE1 ICMT IDH1 IDH2 ILVBL IMMT ITCH KDELR2 KHSRP KIF3A KNTC1 KPNB1 LARS2 LONP1 MANF MARS1 MCAT MED20 MELK MPP1 MREG MRPL16 MRPS2 MUS81 MYB NAA10 NAPG NARS2 NAT10 NCAPD3 NDC80 NDUFA8 NDUFAF1 NDUFB3 NDUFC2 NEDD9 NEIL3 NF2 NOC3L NOP16 NTHL1 NUDT21 NUDT6 ORMDL2 P4HA2 PAGR1 PALS2 PDIA5 PFDN2 PHB1 PLPP1 POLE2 POMP PPA2 PPAT PPIA PPP1R14B PPP1R8 PREB PRKAG1 PSMB5 PSMC2 PSMC4 PSMG1 PTRH2 PUS7 RAB8B RABIF RAD1 RAD50 RANGAP1 RBM28 RBPJ RCC1 RNF14 RNF187 RPL26L1 RRP15 RTP4 RWDD2B SEC23B SGCB SIVA1 SLBP SLC25A11 SLC25A32 SLC25A5 SLC31A1 SLC39A7 SYT11 TBL2 TEFM THOC6 TIMM17A TMEM165 TMPO TNFRSF8 TRAF1 UBE2K UBE2L3 UBE2N UBE2S UCHL3 UGGT1 UTP14A WARS1 WDR12 WDR18 GSE24634_NAIVE_CD4_TCELL_VS_DAY5_IL4_CONV_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24634_NAIVE_CD4_TCELL_VS_DAY5_IL4_CONV_TREG_UP ABCA7 ABLIM1 ADGRL1 AMH AMT ANGPTL2 ANKRD12 ANKRD49 ANKRD6 ATG14 ATP6V1G1 ATP6V1G2 ATP8A1 ATXN7 BACH2 BCL11B BCL2 BCL6 BHMT BIN2 BMAL1 BTN3A1 CBFA2T2 CBLB CCSER2 CD247 CD248 CD27 CD55 CD69 CDK6 CDR2 CFAP74 CHKB CHST12 CLK1 CLK4 CMKLR2 COX4I1 CRISPLD2 CTSF CXXC1 CYTH1 CYTIP DAZAP2 DCAF16 DGKZ DNAJC22 ECHDC2 ELF2 FAM171A1 FAM53C FAM8A1 FGF9 FHIT FOXN3 FOXO1 GADD45B GALNT11 GALNT12 GOLGA8H GPR153 GPR75 GRB7 GTF2F1 GUSBP14 GVINP1 HAUS3 HECA HLA-E HLA-F ID4 IFT20 IL11RA IL23A IQCK ISG20 ITGA6 ITIH3 JADE1 JAM3 JMJD1C KANSL2 KAT6B KAT8 KBTBD2 LBH LEPROTL1 LITAF MAGED2 MAST3 MGAT4A MGP MRC2 MSL2 MST1 MTERF4 MVK MX2 MXI1 NBPF10 NCOA2 NFKBIA NGRN NLRP1 NME3 NOL12 NTF3 NYNRIN P2RY10 PACS1 PARP16 PARP8 PEPD PEX5L PGGHG PIP4K2B PLEKHB1 POM121 PPP2R2D PQBP1 PRKAB2 PRKCZ PSPN PTGER1 RAB25 RBFOX1 REX1BD RHOH RNF125 RNF130 RNF139 RNF220 RNF38 RPL10L RPL11 RPL19 RPL28 RPL29 RPL32 RPL34 RPL35A RPS10 RPS14 RSRP1 SAMHD1 SARDH SCAND1 SETD2 SGF29 SGSH SH2B2 SLC16A6 SLC25A36 SLC2A11 SLC4A1 SMARCD3 SMURF2 SNN SNX6 SPSB3 SRSF5 STK19 STX16 SYNE1 TAS2R10 TCTA TENT5A TENT5C THUMPD1 TMEM161A TMEM260 TMPRSS5 TMUB2 TOB1 TP73-AS1 TPST1 TRAPPC6A TRIM10 TRIM22 ULK2 USE1 WNT10B ZBTB1 ZBTB16 ZBTB18 ZBTB20 ZBTB40 ZC3H12A ZFAND3 ZNF165 ZNF34 ZNF44 ZNF510 ZNF551 ZNF589 ZNF665 ZNF669 ZSCAN18 ZSWIM8 GSE24634_NAIVE_CD4_TCELL_VS_DAY7_IL4_CONV_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24634_NAIVE_CD4_TCELL_VS_DAY7_IL4_CONV_TREG_DN ACADVL ACAT2 ACOT8 ACOT9 ACP2 ADAM19 AHI1 AKR1A1 AKR7A2 ALDOA ANXA2 ANXA5 ASXL2 ATAD2 ATP5MC1 ATP5MC3 AURKA B3GALT4 BABAM2 BATF BCAT2 BIRC5 BLM BLVRA BSPRY BUB1 C1orf112 CAPG CASP9 CBX5 CCNB2 CCR3 CCR5 CCT5 CD2 CD58 CDC20 CDC7 CENPE CFLAR CISD1 CKS1B CNP COASY CRELD2 CTPS2 CTSH CYB561D2 DCTN2 DDB2 DERL1 DHFR DHTKD1 DLEU2 DNM1L DPAGT1 DPP3 EBI3 EIF2B2 ENTPD1 EPAS1 ESPL1 EXO1 EXOSC4 EZH2 FAH FANCL FECH FEN1 FHL2 FIBP FUT8 GABPB1 GFI1 GINS1 GK3 GLA GLRX2 GMPPB GNG5 GOLGB1 GSTO1 GSTZ1 H4C3 HLA-DRB1 HMGCL IFI16 IGSF3 IL2RA ILVBL IMMT ITCH ITPR2 JADE3 JPT1 KDELR2 KEAP1 KIF15 KIF20A KIF2C KNTC1 LAP3 LAPTM4B LBHD1 LGALS1 LIMA1 LSM4 MAPK1 MCM6 MCM7 MED20 MELK MGST2 MLEC MLH1 MRE11 MREG MRPS12 MTHFD1 MYL6B MYO5A NASP NCKAP1L NDUFA7 NDUFAB1 NDUFAF1 NEIL3 NFIL3 NIT2 NME1 NUP62 NUSAP1 ORMDL2 PAICS PARP1 PARPBP PDCL PDE4A PDIA6 PEA15 PLAAT3 PLPP1 PLTP POLD3 POLR3K PPCDC PPIA PPP4C PPP4R1 PRC1 PREB PSMA1 PSMA5 PSMB2 PSMD14 PTPN22 PUDP RAB27A RAB8B RAC2 RAD1 RAD51 RAP1GDS1 RBBP8 RCC1L RFC3 RFC5 RPA3 RPL39L RRM2 SEC14L1 SEC61A2 SERPINB1 SLBP SLC16A1 SLC25A20 SLC25A5 SLC43A3 SMARCD2 SMC4 SNF8 SNRNP25 SP140 SPATS2L SQLE SQOR SRF STAP1 STYXL1 TARS2 TDP1 TMEM106C TOX4 TPX2 TRIB1 TST UQCRQ VCP WARS1 WDR77 GSE24634_NAIVE_CD4_TCELL_VS_DAY7_IL4_CONV_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24634_NAIVE_CD4_TCELL_VS_DAY7_IL4_CONV_TREG_UP ABCA7 ACACB AKAP8L ANK3 ARL4C ARRB1 ATF7IP2 ATG14 ATG9A ATM ATXN7 BBOF1 BBX BCL11B BRD9 C10orf95 C1orf54 C9orf78 CAST CDC37L1 CDIPT CDR2 CEP68 CFAP410 CFAP74 CGGBP1 CGRRF1 COQ10B CROCCP2 CXCR4 CYFIP2 DBP DCAF16 DDX5 DGAT1 DGKZ DIDO1 DMBT1 E4F1 FAM117A FAM53C FBXW12 FBXW4 FGF9 FHIT FLNB FLT3LG FNDC3B FOS FOXO1 GABARAPL1 GADD45B GAL3ST4 GARRE1 GATAD1 GNPTAB GOLGA3 GOLGA8H HAUS3 HLA-F IER2 IGFBP7 INTS15 ITGA5 JADE1 JADE2 JOSD1 JUND KANK1 KANSL2 KBTBD11 KCNH2 KLF11 KLF13 KLHL21 KLHL28 KLHL36 KRT18 LARS1 LONP2 LPCAT3 LRPAP1 LRRC14 MAD1L1 MAN1C1 MARK3 MAU2 MED13L MGAT4A MNT MOAP1 MOB4 MSL1 MSL2 MTCH1 MVK NELL2 NGDN NXF1 OSER1 PARP6 PATZ1 PCIF1 PDP1 PER1 PFN2 PGGHG PIAS1 PIK3IP1 PLCH1 PLCL2 PODNL1 POPDC2 PPFIBP2 PPP1R13B PQBP1 PRDM4 PRKAB2 PTGER1 PTGER4 PTP4A1 PTPRA RAB9A RELA REX1BD REXO4 RFX1 RHOT2 RNF125 RNF139 RNF38 RPL10L RPL28 RRAGB RWDD3 RYK SAMHD1 SAP30BP SATB1 SC5D SECISBP2L SEMA4F SF1 SGF29 SGSH SH2D3A SIK1 SIRT1 SLC16A6 SLC25A16 SLC7A6 SMAD7 SMAGP SMURF2 SOGA1 SPECC1L SPEN SPPL2B SPSB3 STRN3 SUCO TCF20 TCF7 TCTA TENT5C TGFBRAP1 TLE2 TMEM185B TNFAIP3 TNFSF8 TOB1 TOE1 TP53BP2 TPST1 TRIM22 TSC22D1 TSPYL2 TSR1 TTC3 TUG1 UVRAG VPS51 VWA8 XKR8 XPO6 YJU2B ZBTB20 ZBTB40 ZC3H12A ZFP36 ZNF239 ZNF263 ZNF329 ZNF34 ZNF492 ZNF506 ZNF510 ZNF516 ZNF573 ZSCAN18 GSE24634_TEFF_VS_TCONV_DAY10_IN_CULTURE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24634_TEFF_VS_TCONV_DAY10_IN_CULTURE_DN ABHD11 ACOT13 ACOX3 ACSL3 ACVR1B ADA2 AGPAT4 AKAP1 ALAS1 ALDH2 APLP2 APOBEC1 APOO APP ARHGEF10L ATG3 ATG9A ATP6AP1 ATP6V1E1 BCAP31 BLVRB BTK C1QA C3 CAMSAP2 CAPG CAVIN1 CBLC CCK CCR1 CD209 CD33 CD63 CD81 CD9 CDA CEP170 CLCF1 CLDN7 CLEC10A CLEC11A CLIC4 CLIP4 CMKLR1 CNNM4 COL8A2 CREG1 CRELD1 CTBP2 CTSH CTSO CTSZ CTTN DAB2 DAPK1 DHX58 DOCK1 DSC2 DYSF ECHDC3 EHD4 EPB41L3 F11R FADS1 FBP1 FCER1G FCGR2C FES FGL2 FHIT FPR2 FRAT1 FTL FZD2 GABARAP GABARAPL1 GCA GLUL GPNMB GRN HAGH HEATR3 HEXA HK3 HLA-B HLA-DMA HLA-DRA HMG20B HSPA12A HSPA6 IDH1 IFI30 IFNGR1 IL6R IL7R INSR ITGA5 ITGAM ITGAX ITGB2 KIAA0930 LAMP2 LDLRAP1 LGALS3 LIPA LMBR1L LMNA LMO2 LYZ MAN2B1 MEGF9 METTL1 MILR1 MIPEP MLXIPL MNDA MOB3B MPP1 MRC1 MS4A4A NCF2 NCKAP1L NDRG1 NINJ1 NPC2 NPL NPTN NR1H3 NRP1 NUPR1 P2RY6 PDLIM5 PI4K2A PKD2L1 PLBD1 PLEKHB1 POR PRCP PSAP PTOV1 PTPRE PYGB RAB13 RAB31 RHOQ RIN1 RNF13 RPS6KA2 RRAGD RTN1 S100A13 S100A8 S100A9 SAV1 SCAMP1 SCPEP1 SDCBP SGPL1 SHTN1 SLC11A1 SLC12A7 SLC22A1 SLC27A3 SLC2A6 SLC2A9 SLC31A1 SLC47A1 SLC8B1 SOAT1 SPART SPP1 ST3GAL5 STARD8 STEAP3 STX11 SYK TBXAS1 TCF7 THEMIS2 TLE2 TLE4 TLR1 TLR2 TLR8 TNFAIP6 TNS3 TRPM4 TRPV2 TSPAN3 TSPO VAMP3 VCL VPS37C VTN WDR43 ZCCHC14 ZDHHC7 ZEB2 ZNF185 ZNF468 GSE24634_TEFF_VS_TCONV_DAY10_IN_CULTURE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24634_TEFF_VS_TCONV_DAY10_IN_CULTURE_UP AASDHPPT ADAM19 APOBEC3B AQR ARG2 ARHGAP19 ARPC5L ASXL2 ATP8B4 AURKA AURKB BBIP1 BMERB1 BMI1 BRCA1 BUB1B BUB3 C19orf53 C1orf216 CAPN2 CBLB CBX5 CCNA2 CCNF CCR4 CD226 CDC14B CDC25A CDC45 CDC6 CDC73 CDKN3 CENPF CEP57 CHEK1 CHMP4A CHST12 CKS2 CLIC1 COCH COPZ2 COQ3 CPEB1 CTH CTLA4 CTPS1 CTR9 DCLRE1A DHFR DIPK1A DKC1 DLG5 DLGAP5 DNA2 DNAJC12 DPP4 DTL DUSP4 DUSP5 E2F8 ECT2 EDEM1 EGFL6 ELAC2 ESPL1 EVA1B EWSR1 F5 FAM200C FAM30A FANCL FHL2 FLT3 FNBP1 FOXM1 FRMD4B FZD6 GALNT2 GFPT2 GGH GGTLC1 GINS2 GPN1 GPR171 GPR183 GPSM2 GRK5 H2AX HACD1 HELLS HILPDA HMGB2 HMGB3 HMGB3P1 HNRNPUL1 HPGDS HPRT1 HSPA14 HTATSF1 IFT74 IL16 IL2RB IP6K2 IRF4 ITGA4 ITM2A KIF22 KIF23 KIFC1 KPNA2 LAMB3 LARP7 LCP2 LGALS1 MAD2L1 MARCKS MCM10 MCTP2 MDC1 METTL8 MICAL1 MPST MRE11 MYCBP MYL6B NAB1 NCR3 NETO2 NINJ2 NME7 NOC4L NR2F1 NUP54 P4HA2 PBK PCNA PGM1 PHGDH PHLDA1 PIMREG PLS3 POGLUT2 POLD3 POLQ POU2AF1 PPCDC PSMD5 PTBP3 PTGER4 PXMP2 RAD51 RAP1GDS1 RASGRP1 RBM4 RFC3 RGS3 RPS6KA3 RUFY2 SCLY SFXN1 SHCBP1 SIRPG SLC25A32 SLC35B1 SLC39A14 SMC2 SMC3 SMC4 SNRPF SPAG5 SPC25 STMN1 SUGP2 SUOX SUPT20H SUPT3H SYNGR3 SYT11 THBS4 TM2D3 TMPO TNC TNFRSF4 TNFRSF8 TNFRSF9 TOX TPGS2 TPM4 TRADD TRAF3IP3 TRAPPC11 TRIB3 TXNDC15 VGLL4 VRK1 WDHD1 WRAP53 ZBED2 ZFC3H1 ZWINT GSE24634_TEFF_VS_TCONV_DAY3_IN_CULTURE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24634_TEFF_VS_TCONV_DAY3_IN_CULTURE_DN ABCG1 ABLIM1 ACP2 ADA2 ADAM9 ADAP2 ADM AKR1A1 AOAH APBA2 APLP2 ATP6AP1 BCAP31 BTN3A3 C1QA C2 CALCR CASP8 CAT CCL2 CCL4 CCPG1 CCR1 CCR5 CCRL2 CD14 CD163 CD1D CD302 CD68 CD84 CDKN1A CEBPB CHMP7 CHST15 CITED2 CLEC2B CLEC4A CLEC4E COL19A1 CPVL CREBL2 CRYL1 CTSA CTSL CTSO CYBB CYP27A1 DAB2 DIAPH2 DRAM1 DYSF ECM1 EPB41L3 EPPK1 ERP44 EVI2B EVL FBXW4 FBXW4P1 FCER1G FCGR2A FCGRT FCN1 FGL2 FGR FHIT FIG4 FKBP15 FOS GIMAP5 GLB1 GLB1L GNS GPA33 GPR35 GSAP GSTA1 GUSBP14 H1-2 H2BC21 HCK HEXA HLA-DMA HLA-DRB6 HLA-J HMOX1 HNMT HSD3B1 IDH1 IFI30 IKZF3 IMPA2 ITGAX ITGB5 KANK1 KBTBD11 KCTD12 KLF6 KYNU LAIR1 LGALS3BP LHPP LILRB2 LILRB4 LIPA LPAR6 LTBP2 LY96 MAFB MAGED2 MAN1C1 MAN2B1 MANBA MARCO MCF2L-AS1 MCOLN1 MCUB MERTK MFSD1 MNDA MPP1 MS4A4A MX2 MYOF NAGK NAGLU NCF1C NCF2 NPC1 NPL NRP1 NTAN1 NUCB2 OPN3 OSBPL1A P2RY13 PARP6 PDCD4-AS1 PDGFC PGD PILRA PLAAT4 PPFIBP2 PSTPIP2 PYGL RB1 RETREG2 RGL1 RIN2 RNASE6 RNH1 RUNX1T1 RXRA S100A8 SAMHD1 SDR39U1 SELL SEPTIN10 SERPINA1 SERPING1 SLAMF8 SLC11A1 SLC12A7 SLC22A18 SLC2A9 SLC31A2 SLC38A6 SLC7A7 SMCO4 SMIM27 SNCA SORT1 SPINT2 SPRY2 SQOR ST3GAL1 STOM SYK TCEAL1 TCF7 THBS1 THEMIS2 TKTL1 TLR1 TLR2 TLR8 TM9SF1 TMEM50A TNFRSF14 TP53I3 TYMP UGGT2 VAMP3 VSIG4 YIPF1 ZNF185 ZNF32 ZNF652 ZSCAN32 GSE24634_TEFF_VS_TCONV_DAY3_IN_CULTURE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24634_TEFF_VS_TCONV_DAY3_IN_CULTURE_UP AFG3L2 ANAPC1 ARHGAP19 ATP5MC1 AVEN BARD1 BCL2 BCL2A1 BLMH BRIX1 BUB1B BUB3 C12orf43 CAD CCL22 CCNB2 CDK1 CDT1 CENPA CENPM CENPS CEP43 CEP97 CFLAR CHN1 CIAO1 CKAP2 CKB CLPP COX17 CSE1L CTLA4 CTPS1 CYB5R2 DBF4 DDX52 DHX30 DNAAF5 DPP4 DTYMK DUT EBI3 EED EIF2B2 EIF2B4 EIF2D EIF3J EIF6 EMC6 ENDOD1 ERCC3 ESPL1 EVI5 EZH2 F5 FABP5 FAM98A FANCE FANCI FBXL18 FUT8 GFPT2 GFUS GINS3 GLRX5 GPN2 GRPEL1 GZMB HINT1 IFNG IMP4 INPP4B INPP5F IRF4 JPT2 KIF15 KIF20A KIF3B KIF5C KPNB1 LBHD1 LONP1 LTB MAGOHB MALT1 MAOA MAPKAPK3 MARCKSL1 MCAT MFHAS1 MNAT1 MPHOSPH10 MREG MRPL12 MRPL9 MRPS34 MRTO4 MTHFD1 MTX1 MYO5C NAA10 NCAPD3 NCAPH NCL NLE1 NOP16 NTHL1 ODC1 OSBPL3 P2RX5 PAF1 PAICS PBK PCNA PHLPP2 PHTF2 PIMREG PLPP1 PMAIP1 POLDIP2 POLE2 POLR1C POLRMT PON3 PPAN PPP1R14B PRC1 PSMG1 PTBP1 PTP4A3 PTPRK PTRH2 PTS PUM3 PUS7 R3HDM1 RAB27A RAB8B RAD51 REXO4 RGS16 RNASEH1 RPA3 RRAS2 RRP1 RRP8 RWDD1 SEPTIN11 SH2D2A SHCBP1 SKP2 SLAMF1 SLC25A14 SLC25A5 SLC39A14 SMC2 SMC4 SMC6 SNRNP25 SNU13 SPRED2 SRPK1 STAMBP STAP1 STAT4 STK39 STMN1 SUPT16H TAF5 TBRG4 TIMM13 TIPIN TK1 TMEM106C TMEM97 TNIP3 TOMM34 TOP2A TPI1 TSR3 TTC4 TTF1 TTF2 TTI2 TTLL12 TUBA1B TUBA1C TUBB TYMS UAP1 UBE2C UCK2 VRK1 WDR3 WDR77 YARS2 YBX3 ZNF593 ZNF85 ZWINT GSE24634_TEFF_VS_TCONV_DAY5_IN_CULTURE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24634_TEFF_VS_TCONV_DAY5_IN_CULTURE_DN ABCA7 ABLIM1 ACAP1 ADA2 ANK3 ARID5B ATP6AP1 ATP6V1G1 BBS9 C2orf42 CAPRIN2 CCDC92 CD247 CHKB CKAP4 CLEC2B CLUAP1 CMC4 COLQ COQ8A CRELD1 CROCCP2 CTSO CYBA CYTH1 DAZAP2 EDAR EIF3G ENGASE EPHA1 EPHX2 EZH1 FAM171A1 FBXL15 FCMR FYB1 GALNS GARRE1 GBP2 GLS2 GP5 GVINP1 H1-10 H2AC6 HEBP1 HERC1 HERC5 HIVEP2 HLA-G HLA-J ICAM2 IFI44 IFI44L IFI6 IFIT3 IFITM2 IGLV1-44 IL16 IL17RA IL1RN IL4R INPP5A IPCEF1 IRF7 ITGAM ITGAX KAT8 KIAA0513 KIF17 KLF13 KLF6 KLF9 LAX1 LCK LEF1 LILRB1 LRP10 LY9 LY96 MAD1L1 MAGED2 MAL MAN1B1 MAN2B2 MAST3 MATK MCM3AP-AS1 MICA MOAP1 MPPE1 MSC MX2 MYOF NAIP NAT9 NFKB2 NME3 NMT2 NPC2 OAS3 OFD1 OLR1 PAN2 PARP3 PARP6 PCSK5 PDCD4 PDCD4-AS1 PDE6B PDE8A PDGFC PDK1 PEPD PEX5 PGRMC2 PGS1 PHF11 PHKA2 PIGC PILRB PIM2 PITPNC1 PLAC8 PLCL2 PLEKHB1 PNN POLM PPARD PPP2R2D PRKCZ PRKRIP1 PRMT2 PSME1 PTPRCAP R3HDM2 RAB11FIP2 RABGAP1 RABGAP1L REPIN1 RHOH RNF114 RNF130 RNH1 RPL28 RPS10P5 RPS5 RRAS RUNX1 RXRB SEC31B SERF2 SFI1 SLC25A28 SLC35D2 SMAGP SNHG32 SPINT2 SPOCK2 SPSB3 SRSF5 ST14 STK17A SURF1 TAGLN3 TAPBP TGFBI TGIF1 TIAM1 TMEM254 TNFSF15 TRAC TRANK1 TRAPPC6A TRBC1 TREX1 TRIM22 TRIM44 TSC22D1 TTC3 UBL3 USP11 VPS28 VPS51 VPS52 VPS8 YPEL5 ZC3H12A ZHX2 ZMYND11 ZNF137P ZNF148 ZNF211 ZNF222 ZNF331 ZNF395 ZNF419 ZNF45 ZNF510 ZNF571 GSE24634_TEFF_VS_TCONV_DAY5_IN_CULTURE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24634_TEFF_VS_TCONV_DAY5_IN_CULTURE_UP ABHD5 ACAT1 ADGRA3 AGPS ATP8B4 BATF3 BHLHE40 BORA BRIX1 BTG3 BUB3 C18orf25 C9orf40 CACYBP CCNA1 CCR4 CDC7 CDK2AP1 CDKN3 CDT1 CENPF CENPM CENPN CHCHD3 CKAP2 CKAP5 CNPY2 CORO1B COX17 CXCR3 DBF4 DHFR DNAJA2 DNM1L DSCC1 DTYMK DUT EAF2 ECT2 EHF EIF2S1 EIF3I EIF3J ELAC2 ESPL1 EXO1 EZH2 FAF1 FAM98A FEN1 FHL2 FOXM1 GEMIN6 GGH GINS3 GLMN GLO1 GMNN GMPS GNL3 GOT2 GPR19 GRPEL1 GSPT1 GTDC1 HADH HAUS7 HBS1L HCCS HMGB3 HSPE1 IL12RB2 IPO5 ITPKA JMJD6 KDM1A KIF15 KIF22 KIF23 KIF2C KIF3A KLHL7 LBHD1 LMNB1 LRPPRC LRRC59 MACIR MAD2L1 MCAT MCM2 MCM7 MCUR1 MED6 MELK MPZL1 MRPL16 MRPL23 MRPL40 MRPL57 MYB MYBL2 MZB1 NABP2 NAPG NCAPD3 NCAPH2 NCF4 NDUFAB1 NDUFAF4 NFYC NMT1 NUDC NUFIP1 NUP155 NUP37 OGFOD1 OLA1 PABPN1 PAXIP1 PCLAF PDCD5 PELO PER2 PFDN2 PKP4 PLAA PLK1 PMVK POLE3 POLR2F PPA2 PPP1R14B PRMT1 PRMT3 PSMD11 PSMD12 PSMG1 PUM3 PUS7 RABIF RAD1 RAD50 RAD54B RANBP1 RANBP9 RAP1GDS1 RBBP8 RBFA RBM28 RCC1 RFC4 RFC5 RRM2 SAC3D1 SHMT1 SHMT2 SKP2 SLAMF1 SLBP SLC19A2 SLC39A14 SLIRP SMC2 SMC4 SNRNP40 SNU13 SOCS2 SPDL1 ST7 STIP1 STK39 STMN1 SYT11 TAF1A TAF5 TEX10 TFDP1 THOC1 THOC5 TIMM13 TIMM8B TIPIN TPM4 TRAF3IP1 TRAP1 TSFM TTK TUBA1C TXLNGY TYMS UAP1 UBE2E3 UBR7 UBXN8 UGGT1 USP13 VDR WDR12 ZMPSTE24 ZNRD2 GSE24634_TEFF_VS_TCONV_DAY7_IN_CULTURE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24634_TEFF_VS_TCONV_DAY7_IN_CULTURE_DN ACP2 ACP5 ACTN1 ADGRE2 AIF1 ANG APLP2 ARHGAP17 ARHGAP22 ARHGEF10L ARMCX1 ARSB ATM ATOX1 ATP1A1 ATP6AP1 ATP6V0A1 ATP6V1H AVPI1 BACH1 BCAP31 BHLHE41 C1QA C1QB C1S CAND2 CARD9 CARMIL1 CCL18 CCL22 CD300A CD44 CD63 CD81 CD84 CD86 CD9 CDA CDS2 CEBPA CHI3L1 CHST15 CIRBP CKAP4 CLCN6 CLCN7 CLEC10A CLEC7A COLGALT1 CORO1C CRELD1 CTSB CTSL CTSO CTSS CYFIP1 CYP1B1 CYP27B1 DAB2 DCAF1 DDX60 DOCK4 DSE DVL2 EDAR EGR2 ELOVL1 EPB41L3 F3 FBXO2 FCGRT FGR FHIP2B FNDC3B FUS GABARAP GALNS GBAP1 GM2A GNS GPC4 GPX1 GSN H2BC21 HEXIM1 HLA-DMA HLA-DPB1 HLA-DRB1 HLA-F HLX HMOX1 HNMT HOMER1 HSD11B1 HSPBAP1 IFI30 IFI44 IFI6 IFNGR2 IGFBP6 ITGAM KIAA0513 KIF1B KRT18 LAMA1 LAP3 LHFPL2 LILRA2 LILRA6 LILRB2 LILRB4 LIPA LPAR6 LPCAT3 LRPAP1 LRRC8B LYN MFSD12 MMRN2 MNDA MSRB1 NCF2 NPC2 NR3C2 NRIP3 NRP1 PACSIN2 PDCD4-AS1 PDE4DIP PHKG2 PI4K2A PI4KA PLA2G7 PLEK PLEKHA1 PLEKHO2 PLK2 PLPP3 PLXNB2 PLXND1 PPM1F PRKCD PRMT2 PSAP PSME2 PTPN12 PTPRE PYGL QSOX1 RGCC RHBDF1 RIN2 RIPK2 RNASE6 RNF13 RNF130 RRAS RREB1 SAT1 SAV1 SCPEP1 SERPINE1 SGK1 SIRPA SLC11A1 SLC26A3 SLC27A3 SLC29A3 SLC31A1 SLC46A3 SLC7A8 SLC8B1 SPG21 SPP1 SPR SPRY2 SYK SYNC SYNPO2L TBC1D1 TFEC TLR1 TLR2 TMEM41B TMEM51 TNFAIP6 TNFSF13 TNS1 TRIM22 TSC22D1 TSC22D2 TTC28 TYROBP UCHL1 VAMP3 ZMYND8 ZNF668 ZNF91 ZSCAN18 ZXDC GSE24634_TEFF_VS_TCONV_DAY7_IN_CULTURE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24634_TEFF_VS_TCONV_DAY7_IN_CULTURE_UP ABTB2 ARHGAP19 ARID3B ASPM ATG4A AURKA BBS7 BLM CAPN2 CBLB CCNA2 CCNB1 CCNB2 CCNE1 CCR2 CCR3 CCR4 CCR8 CD2 CD38 CD58 CD79B CD96 CDC20 CDC25C CDC45 CDCA8 CDK1 CDR2 CDT1 CENPA CENPE CENPF CENPM CEP43 CEP55 CHST12 CHST7 CKAP5 CKS2 CLDND1 CLEC2D CLIC5 CREB3L2 CSF2 CTLA4 CTPS1 CXCR3 DCLRE1A DCPS DEF6 DLGAP5 DTL DTYMK DUSP4 EGR1 ESPL1 EZR FAF1 FAM200C FANCG FANCI FASTKD3 FECH FEN1 FIBP FUT8 GATA3 GGH GINS2 GINS3 GMNN GMPS GOLGB1 GRAMD1B GZMA H4C3 HACD1 HELLS HJURP HMGB2 HMGB3 HMMR HNRNPUL1 HSD17B10 ICOS IDH2 IFT52 IL2RB IL32 INPP5B ITGA4 ITGAL JPT1 KIF11 KIF15 KIF20A KIF22 KIF2C KIF4A KNTC1 LAG3 LMNB2 LRRN3 MAD2L1 MANEA MCCC2 MCM2 MCM4 MCM6 MCM7 MELK MPHOSPH9 MRPL11 MRPS16 MYB MYH10 NCALD NCAPG NCAPH NDC80 NEDD4 NEIL3 NHERF1 NUDT1 NUSAP1 OIP5 OLA1 P2RX5 PCNA PHGDH PIEZO1 PKIA PLK1 PLK4 PMCH PMS2P5 PNKP POLA2 POLQ PPM1G PPP1R16B PRC1 PRIM1 PTPN22 PTTG1 PWP2 PXMP2 RAB27A RACGAP1 RAD51 RAD51AP1 RAD54L RBBP8 RBKS RBMX2 RFC3 RFC4 RNF187 RRM2 SELPLG SEPTIN6 SHMT1 SIRPG SLAMF1 SLC27A2 SMC6 SNAPC3 SNHG17 SNRPD1 SP140 SRPK1 STAU2 STIL STK39 STMN1 STS SYNGR3 SYT11 TACC3 TDP1 TFDP1 THG1L TIMELESS TK1 TNFRSF4 TPGS2 TPM4 TPX2 TRIB1 TRIP13 TSPAN5 TTC31 TUBA3C UBE2C VDR VIPAS39 ZBTB24 ZCCHC4 ZWINT GSE24634_TREG_VS_TCONV_POST_DAY10_IL4_CONVERSION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24634_TREG_VS_TCONV_POST_DAY10_IL4_CONVERSION_DN ABCB4 ACOT7 ACSL1 ACVR1B ADORA3 AHCY AK5 AKR1A1 ANPEP APBA2 APLP2 APMAP APOC1 AQP9 ARHGAP22 ARHGEF10L ASPH AVPI1 BACE1 BCAP31 BLVRB C1QA C1QB C1S C1orf54 C2 CA2 CAPG CAT CCL13 CCL18 CCR1 CD14 CD163 CD33 CD63 CD86 CD9 CDKN1A CEBPA CEBPB CHN2 CHST15 CLEC10A CLEC7A CRABP2 CREG1 CSF1R CTBP2 CTSA CTSB CTSC CTSL CTSZ CYFIP1 CYP1B1 CYP27A1 CYP7A1 ECHDC3 EFHD1 ENG ENPP2 FABP4 FADS1 FBP1 FCGR2A FCGR2C FCGRT FGL2 FGR FKBP9 FPR3 FTL FUCA1 FZD2 GALNT12 GFOD1 GLA GLUL GPX1 GRN GSN H2BC12 HCK HK3 HLA-DMB HLA-DRA HMOX1 IDH1 IFI30 IGSF6 INHBA ITGAM ITGAX ITGB2 ITGB5 ITSN1 KIAA0930 KMO KRT2 LAMC1 LAMP2 LDLRAP1 LGR4 LHFPL2 LILRB4 LIPA LMNA LPAR6 LPL LY96 MAN2B1 MAOA MAP2K6 MERTK MNDA MPZL1 MRC1 MS4A4A MYOF NAGA NLRP3 NPC2 NR1H3 NRP1 OSBPL1A PALLD PAPSS2 PDGFC PIK3IP1 PILRA PLA2G1B PLAU PLBD1 PLEKHB1 PLPP3 PLXND1 PMP22 PPFIBP2 PSAP PYGL QPRT QSOX1 RAB13 RAB31 RASGRP3 RBM47 RGL1 RHOQ RIPK2 RNASE1 RNF130 RNF144A RTN1 S100A8 S100A9 SCD SCPEP1 SHTN1 SIGLEC9 SIRPA SLAMF8 SLC15A3 SLC20A1 SLC27A3 SLC29A3 SLC2A6 SLC31A2 SLC38A6 SLC7A7 SMARCD3 SNHG32 SORT1 SPARC SPP1 ST14 STEAP3 STOM SYK TAF4 TBC1D1 TCN2 TFEC TFPI TGFBR1 TIMP2 TLR1 TM6SF1 TMEM176B TMEM51 TNFSF13 TNS3 TP53I3 TREM2 TSPAN3 TSPAN4 TUBB6 TYROBP VAT1 ZNF22 GSE24634_TREG_VS_TCONV_POST_DAY10_IL4_CONVERSION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24634_TREG_VS_TCONV_POST_DAY10_IL4_CONVERSION_UP AGA AGPAT5 APOBEC3B APOBEC3F ARAP2 ARG2 ARHGAP19 ARHGEF6 ASPM ATAD2 AVEN BARD1 BATF BCL2 BIRC3 BLM BUB1B CALHM2 CAPN2 CARS1 CASK CASP8 CBFB CCNB1 CCNB2 CCR2 CCR4 CD226 CD38 CD79B CENPE CFLAR CHFR CLIC1 COL6A3 COL9A2 CREB3L2 CRELD2 CSTF2 CSTF3 CUL3 DCPS DDX46 DHFR DIPK1A DLGAP5 EHD1 EIF2S2 EIF4E2 EPAS1 EPS8L2 ESPL1 FANCL FKBP3 FNBP1 FUT8 GALT GATA3 GCH1 GFI1 GPALPP1 GPR171 GTPBP4 HCLS1 HDAC1 HELLS HINT1 HLA-A HMGB2 HPGDS IFI16 IL18R1 IL2RA IL32 IQGAP1 JTB KAT2B KIF11 KIF18A KIF18B KIF22 KIF2C KLF2 KNTC1 LANCL1 LASP1 LBHD1 LOXL1 LTA MANEA MAPK11 MARCHF3 MCM2 MCM6 MELK MEOX1 MICAL2 MLEC MLH1 MRE11 MTHFD1 MTMR1 NCAPG NDC80 NIBAN1 NIT2 NME7 NOP56 NUP107 NUP50 NUSAP1 OPTN P2RX5 P2RY10 P4HA2 PA2G4 PCBP1 PCLAF PDCD4 PHTF2 PIEZO1 PIP5K1B PMCH POGLUT2 POLA1 POLD3 POLH POP7 PPAT PPCDC PPP1CB PRC1 PRKCB PSMB4 PTBP3 PTGER2 RACGAP1 RAD50 RAP1GAP2 RASGRP2 RBBP8 RBKS RBM38 RBPJ REXO2 RFC3 RFC4 RFC5 RMI1 RNF44 SEC24C SHMT2 SLAMF1 SLC1A4 SLC25A12 SLC27A2 SLC39A14 SLC43A1 SLCO4A1 SMAD3 SMC2 SMC4 SMC6 SMS SOCS2 SP110 SP140 SPATS2L ST8SIA4 STAT4 STK39 STN1 TACC1 TAF2 TAF5 TAOK3 TEX30 THOC5 TJP2 TK1 TKTL1 TMEM43 TMPO TOPBP1 TPX2 TRADD TRAF1 TRAF3IP3 TRIP4 TUBB TXNDC15 TYMS UBE2N UBR7 UCP2 USP14 UTP14A XRCC6 ZNF33B GSE24634_TREG_VS_TCONV_POST_DAY3_IL4_CONVERSION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24634_TREG_VS_TCONV_POST_DAY3_IL4_CONVERSION_DN ABCA1 ABCC3 ACP5 ADCY9 ADIPOR1 AGPAT4 ALOX15B ANXA2 AOC1 APPL2 ARHGAP10 ARHGAP22 ARMH3 ARRB1 ASAH1 ATOX1 ATP6V0B ATP6V1C1 ATP6V1D ATRN BACH1 BAZ2B BID BLCAP BMP2K C1QA C1QB C1orf54 C2CD2 CALHM2 CALML4 CARD9 CAT CCL18 CCL2 CD33 CD36 CD74 CD86 CDA CDKN1A CEBPD CH25H CHMP2A CLEC2B CMKLR1 COMT COPA COPS7A COX5B COX7B CREBL2 CREG1 CRYBG3 CSF2RA CTSB CTSC CTSO CTSZ CYB5R1 CYRIA DAB2 DNAJB9 DNASE1L1 DPEP2 DPY19L4 DSE DUSP3 DYSF EHD4 EMC3 ENG EPB41L3 ERO1B FADS1 FCGR2A FNDC3A GBAP1 GBP1 GCA GLA GPR137B GPX1 GUSBP14 HCK HEXA HEXB HLA-DMA HLA-DMB HLA-DQB1 HLA-DRB6 HMGCL HSD17B11 IFI44 IFNGR2 IGFBP7 IL10 IL10RB IL18 IL7R ITGB2 ITM2B JAG1 KCNS3 KCTD12 KLF11 LAIR1 LAMP1 LGALS1 LGALS3 LMO2 LY96 MANBA MAP3K5 MCTP1 MEGF9 METTL7A MGLL MKNK1 MMD MNDA MOB1A MPV17 MYO7A NAGA NAGK NAGPA NINJ1 NPL NR1H3 NRP1 OSBPL1A P2RX4 P2RY13 PARP8 PDE6D PFDN5 PLA2G7 PLEK PLIN3 PLOD3 PLPP3 PLXND1 PMFBP1 PPT1 PSAP PTEN PXDC1 RAB38 RAP2B RHOBTB1 RIN2 RIT1 RNASE1 RNASET2 RNF130 SASH1 SDC2 SEMA4A SEPTIN10 SERINC3 SERINC5 SERPINB8 SKAP2 SLAMF7 SLC11A1 SLC15A3 SLC22A18 SLC38A6 SNX17 SNX27 SNX4 SNX6 ST3GAL5 STOM SYK TBC1D2 TCEAL1 TCEAL4 TCIRG1 TDRD7 TENT5A TFEC TGM2 TIMP1 TLR1 TM6SF1 TMCC1 TMEM176A TMEM176B TMEM9B TNFSF13 TRAM2 TRAPPC12 TTC17 UST VPS11 VPS35L VPS8 ZNF211 GSE24634_TREG_VS_TCONV_POST_DAY3_IL4_CONVERSION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24634_TREG_VS_TCONV_POST_DAY3_IL4_CONVERSION_UP ABHD5 AGO2 AKAP8 ALOX5AP AOPEP ATIC ATP6V0A2 ATP6V0E2 BAG2 BARD1 BCL2L1 BLM BLMH BORA BUB3 BYSL BZW2 C1QBP C3orf52 CCND2 CCT2 CCT7 CDC45 CDCA8 CDT1 CENPA CENPF CFAP20 CIAPIN1 CKS1B CLC CLPP CNPY2 COX17 CRCP CS CTDNEP1 CTPS1 DBF4 DCLRE1A DDX39A DNM1L DTL DTYMK DUS1L EIF2B3 EIF2S1 EIF3I ENO1 ERCC6L EXO1 EXOSC2 EZR FAM136A FBXO41 FCER1A FIBP FUT8 GAPDH GGH GINS1 GINS3 GRAMD1B GSTA4 HAUS5 HINT1 HNRNPAB HNRNPM HSPD1 HSPE1 IFRD2 IFT57 ILF2 ILKAP IMP4 IPO5 ISG20L2 KIF18A KNTC1 LBHD1 LIF LIG1 LONP1 LSM4 LTB MAGOH MAGOHB MAP4K1 MCAT MCM10 MCPH1 MEOX1 MICAL3 MKI67 MLH1 MRE11 MRPL17 MRPL23 MRPL24 MRPL58 MRPS12 MT1E MT1G MYBL2 NAA10 NCAPD3 NCAPG2 NCAPH2 NCL NCR3 NMT1 NOC4L NOL7 NOL9 NOLC1 NPRL3 NTHL1 NUDCD3 NUDT15 NUP210 NUP37 NUP93 NVL ODC1 PABPN1 PDCD2 PDCD5 PFDN2 PLK1 PLPP1 PMAIP1 PMPCA PMS1 PNO1 POLD2 POLDIP3 POLE POLR1E POLR3G POLR3K POP7 PPP2R2A PRKD2 PRMT5 PRPF8 PTBP1 PWP2 RACGAP1 RAD50 RBM10 RBM28 RCC1L REXO2 RNASEH2A RPS6KA5 RPUSD2 RRM1 RUVBL1 SFMBT1 SGTA SLC25A38 SLC43A3 SLC7A5 SNRPA1 SNRPD3 SPAG1 SPDL1 SRM SRRD SS18L2 SUPT16H TACC3 TAP1 TARBP2 TARS1 TLCD3A TMEM106C TMEM14A TMEM184B TMPO TOE1 TPI1 TRAC TRAF1 TSFM TSR3 TTC26 TTI2 TUBA3C TUBB4B TWNK UAP1 UBAP2 UBE2M UFD1 VARS1 VRK1 WDR43 WDR46 WRAP73 GSE24634_TREG_VS_TCONV_POST_DAY5_IL4_CONVERSION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24634_TREG_VS_TCONV_POST_DAY5_IL4_CONVERSION_DN ABCA5 ACP2 ACP5 ALDOAP2 ARAP1 ARAP2 ARHGAP12 ARRB1 ATP6AP1 ATP8A2 BACH2 BASP1 BCL11B BCL6 BTN3A1 C1S C1orf54 CACNB1 CBX6 CCL2 CCL22 CCR1 CD209 CD302 CD48 CD68 CD81 CD83 CD84 CD86 CDKN1A CKAP4 CLEC7A COQ8A CREG1 CROCCP2 CRYL1 CSF1R CSF2RA CTNNA1 CTSA CTSB CTSO CTSS CTSZ CXCR4 CYBB CYTH4 DAAM2 DACT1 DDIT3 DDX60 DHRS12 DMXL2 DPYD ENG FAM168A FAM193B FCER1G FCGR2B FCGRT FIG4 FN1 FPR3 FSCN1 FTL GABARAP GP1BA GRN HCK HERC1 HLA-C HLA-DPB1 HLA-E HLA-F HLX IFI30 IFNGR2 IGSF6 IL1R2 IL3RA IL4R IL6R IPCEF1 KAT8 KLC1 KLHL3 KMO LAMP3 LBH LDLRAP1 LGALS3 LIMCH1 LIPA LMBR1L LRP10 LY75 LY9 LYN MARCHF8 MARCKS MCM3AP-AS1 METTL7A MGAT1 MILR1 MINDY1 MS4A6A MTERF4 MX2 MXI1 N4BP2L2 NAGLU NAIP NCF1C NEU1 NPC2 OCM2 OFD1 PACS1 PDGFC PECAM1 PELI2 PIK3C2A PINK1 PIP5K1C PLEK PLEKHA1 PLOD3 PLXNB2 PLXND1 POU2F1 PTGS1 PTPRE R3HDM2 RAB13 RAB20 REPIN1 RGL1 RHOQ RIPK2 RNF130 RPS27 RTN1 RYK S100A8 SALL2 SCML1 SGF29 SGPL1 SIGLEC5 SIRPA SLC11A2 SLC1A3 SLC2A6 SLC31A2 SLC35E2A SLC7A7 SLC8B1 SMARCD3 SPSB3 SQSTM1 SRSF5 ST14 ST3GAL5 SYNE1 SYNGR2 SYNJ2BP TBC1D1 TBXAS1 TGFBI THBS2 TIMP2 TLR1 TMEM176A TNFSF13 TNKS TP73-AS1 TRAPPC6A TSC22D1 TSC22D3 TSPAN4 TSPAN6 TXNIP TYMP TYROBP VAMP3 VNN2 VPS11 WDR19 YPEL5 ZMIZ2 ZNF266 ZNF329 ZNF573 ZNF629 ZNF665 ZSCAN18 ZSWIM8 GSE24634_TREG_VS_TCONV_POST_DAY5_IL4_CONVERSION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24634_TREG_VS_TCONV_POST_DAY5_IL4_CONVERSION_UP ABCE1 ABTB2 AFG3L2 AK2 AKIP1 AP2B1 ARPC5L ARPP19 ASNS ATP5MC1 AVEN B3GNTL1 BCAR3 BDH1 BRCA1 BRIX1 BTG3 C12orf43 C19orf53 C1QBP CAD CCDC86 CCDC88C CCT6A CCT7 CD200 CD320 CDCA3 CDT1 CEACAM1 CENPQ CENPS CFLAR CHORDC1 COQ7 CSTF2 CWF19L1 CYB5B DBF4 DDX10 DDX39A DGUOK DIAPH1 DKC1 DNAAF5 DNAJC2 DNAJC9 DONSON DUS4L EBNA1BP2 EIF2B3 EIF5B ELOVL6 EMC6 EMC9 EPRS1 ERCC6L ERH EXO1 EZH2 FAHD2A FAM124B FASLG FSD1 FXN GART GEMIN6 GMPS GOT1 GRAMD1B GSPT1 GTPBP4 H4C11 HCCS HEATR1 HJURP HSD17B10 HSPA14 ICMT IDH3A ILF2 INPP1 KDM1A KIF3A KNTC1 LANCL2 LRRC42 MAGOHB MAK16 MICAL2 MKI67 MRM3 MRPL11 MRPL19 MRPL28 MRPS16 MRPS31 MYBL2 NAA10 NARS2 NCAPD2 NCAPD3 NDUFA7 NDUFAF4 NEIL3 NEK2 NFATC2IP NFYC NIP7 NMI NOL7 NOP16 NTHL1 NUP188 OGFOD1 OIP5 ORC2 ORC3 OSBPL3 PAICS PFAS PHB1 PLAAT3 PLK1 POLE3 POLQ POLR2D POLR3K PON2 PPAT PPCDC PPID PPIF PPP1CA PPP1R14B PPP1R16B PRIM1 PRPS1 PSD4 PSMA3 PSMB4 PSMB9 PSMC3 PSMD12 PSME3 PTBP3 PUDP PUM3 PUS7 PXMP2 RAD1 RAD50 RAD51 RBBP4 RFC2 RFC4 RIOX2 RNASEH2A RRP15 RUVBL2 RWDD2B SEPHS1 SLBP SLC16A1 SLC25A32 SLC35F2 SLC39A14 SLCO4A1 SMS SNRNP40 SNRPC SP140 SRRD SSRP1 SUPT16H SUV39H2 TBPL1 TCERG1 TDP1 TEDC2 TFB2M TIMM10 TIMM13 TIPIN TMA16 TMEM258 TPD52 TRAIP TRIP13 TTF1 TTK UBE2L3 UBE2M UBE2N UBIAD1 UBR7 UCHL3 UCK2 UTP11 ZW10 GSE24634_TREG_VS_TCONV_POST_DAY7_IL4_CONVERSION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24634_TREG_VS_TCONV_POST_DAY7_IL4_CONVERSION_DN ACP5 ACSL1 ADAM9 ALDH2 ALOX5 ARAP1 ARL2BP ARRB1 ASAH1 ATP1B1 BASP1 BEX4 BLNK C10orf95 C1QA C1orf54 CA2 CCDC88A CCL17 CCL2 CCL22 CCL23 CCL24 CD14 CD163 CD209 CD63 CD68 CD9 CDKN1A CHI3L1 CHN2 CKAP4 CMKLR1 CREG1 CRY2 CRYBG1 CSTA CTSB CTSC CTSH CTSL CTSO CTSS CTSV CTSZ CUX1 CXCR4 CYB5R1 CYBB CYFIP1 CYP1B1 CYP27B1 DBP DCHS1 DCSTAMP ENTR1 FADS1 FCGR2B FCGRT FEZ2 FGL2 FN1 FNDC3B FOS FPR3 FTH1 FTL GALNT12 GARRE1 GLG1 GM2A GOLGA8H GPRASP1 GSN HCK HEXB HLX HNMT IFNGR1 IFNGR2 IGFBP6 IL18 INTS15 IRF8 ITM2C JADE2 KANK1 KCTD12 KDSR KMO KYNU LARS1 LEPROT LGALS3 LHFPL2 LILRB4 LIPA LPAR6 LPL LRP12 LY9 LY96 LYZ MAFF MANBA MARCO MEF2A METTL1 MGLL MMD MMP12 MMP9 MNDA MNT MREG MSL1 NACC2 NELL2 NLRP3 NPL NRP1 P2RY13 PDGFC PHF1 PLA2G15 PLA2G7 PLAU PLAUR PLBD1 PLLP POFUT2 PPARD PPFIBP2 PRDM4 PSAP PTPRE PYGL QPCT RAB13 RAB20 RASGRP3 RBM47 RBM6 RELA RGL1 RHBDF2 RHOQ RNASE1 RNF130 RRAGD RTN1 SAT1 SCD SCPEP1 SEMA3C SERPINE1 SGPL1 SGSH SHTN1 SIRPA SLC11A2 SLC15A3 SLC1A3 SLC27A3 SLC2A5 SLC2A6 SLC30A1 SLC38A6 SLC47A1 SNX2 SQSTM1 ST3GAL5 STX2 STX4 SYK TCF4 TCF7 TEX2 TIMP2 TLR1 TMEM176B TMEM51 TMEM63A TNFRSF10B TSC22D1 TTC3 TYMP TYROBP UBE2W VPS11 WNT5A ZFYVE16 ZNF239 ZNF34 ZNF415 ZNF573 ZSCAN18 GSE24634_TREG_VS_TCONV_POST_DAY7_IL4_CONVERSION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24634_TREG_VS_TCONV_POST_DAY7_IL4_CONVERSION_UP ABTB2 ACTR1B AGK ANXA6 ASL ATAD2 AURKA AURKB BIRC5 BLM BRINP2 BSPRY BUB1 C1orf112 CASP9 CBX5 CCDC51 CCNA2 CCNB1 CCNB2 CCR3 CCR8 CD38 CD79B CDC14A CDC20 CDC25B CDC45 CDC7 CDCA8 CDKN3 CDT1 CENPA CENPE CENPF CENPM CENPN CENPS CEP55 CKS1B CKS2 CNTFR COG4 CORO1A COX10 CPN1 CREM CSTF2 CTPS2 DAZAP1 DCLRE1A DDC DDX49 DEFB126 DHFR DLEU1 DLEU2 DLGAP5 DONSON DPEP1 DPP3 DTL DUSP4 DUT EIF4EBP2 ELOVL6 EMC9 EXO1 EZH2 FANCG FANCI FEN1 FETUB FGFR1 FIBP FUT8 GALK1 GATA3 GGCX GINS1 GJC2 GMNN GPR19 H2AX H4C3 HJURP HNRNPAB IDH2 IGHM IL18R1 IL2RA IL2RB IL32 IL9R INHBE IRF4 ITM2A ITPR2 JPT1 KIF11 KIF15 KIF22 KIF2C KIF4A KLHL25 KNTC1 KRT36 LANCL2 LBHD1 LIG1 LMNB1 MAOB MCM2 MCM4 MCM7 MED20 MELK MRPL11 MRPS11 MRPS12 MYB MYBL2 NCAPG2 NCF4 NDUFA7 NELFE NPDC1 NSD2 NTN3 NTRK1 NUSAP1 P2RX5 PCDHB11 PCLAF PCNX1 PDZK1IP1 PKP4 PLK4 PLPP1 PPCDC PPIL2 PPP1R16B PRC1 PRKCB PSRC1 PTGDR2 PTPN22 PTPRN2 PTTG1 PXMP2 RAC2 RAD1 RAD51 RALGPS1 RBBP8 RBM4B RCC1 RFC4 RNASEH2A RPA3 RPL39L RRAS2 RRM2 SEC61A2 SHMT2 SLBP SLC35F2 SLCO4A1 SNF8 SP140 SPAG5 SPRR3 SYT11 TARS1 TFDP1 TK1 TMEM106C TNFSF10 TOP3A TOX4 TPGS2 TPX2 TRAC TRIP13 TRPA1 TUBB3 TUBB4B TYMS UBE2C UBE2S UBFD1 UQCRQ WDHD1 WDR76 WHRN ZBED2 ZMYND10 ZNF544 ZWILCH ZWINT GSE24671_BAKIMULC_VS_SENDAI_VIRUS_INFECTED_MOUSE_SPLENOCYTES_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24671_BAKIMULC_VS_SENDAI_VIRUS_INFECTED_MOUSE_SPLENOCYTES_DN ACADS ACSL5 ACTR6 ACY1 ADISSP ADRA2C AFP AIMP1 AKR1A1 ALG5 ANAPC4 ANAPC5 AP5B1 APOA2 ARFIP2 ARV1 ASH2L ATP5F1D ATP5MF B3GALT4 BBS5 BCL2L13 BMS1 BSN BTAF1 BZW2 C4orf46 CAD CCN6 CCNC CENPN CENPO CIAO2A COPS2 COX17 COX18 COX19 CPSF4 CSE1L CSTF1 CUL5 CYP21A1P DANCR DARS1 DARS2 DMAC1 DNAJC8 DPAGT1 DSN1 EED EFCAB14 EIF3G EIF5B EME1 ENKD1 EPRS1 EXOG EXOSC5 FASTKD2 FBXO42 FOCAD G2E3 GALE GCA GLMN GLRX3 GPT2 GTF2F2 GUK1 HMOX2 HNRNPA3 HTT JRK KYAT3 L2HGDH LETM1 LIPT2 LSM1 LZIC MALSU1 MAP2K2 MAP3K20 MAP4K1 MAT2A MMUT MOBP MRNIP MRPL32 MRPS24 MRPS25 MRPS5 MRPS9 MTFR2 MTG1 MTMR4 NFIL3 NIT1 NOB1 NOC2L NOL12 NOP14 NRK NSFL1C NUDC OGFR ORC4 OVCA2 OXCT1 PAGR1 PC PDE4DIP PDIA6 PDK3 PGPEP1 PIGG PIGY PIN4 PITHD1 PLAAT5 PLAGL2 POC5 POGK POLD3 POR PPRC1 PSME4 PTBP1 PTRH1 PUS10 PUS3 RAB29 RAB34 RAB35 RAD51B RAD54L2 RBBP9 RBIS RBL1 RBM15B RBSN RER1 RIOK2 RNASEH2C ROMO1 SAMHD1 SCOC SDHC SDR39U1 SENP1 SETDB1 SHISA9 SIGMAR1 SIKE1 SLAMF7 SMDT1 SMN1 SNHG6 SNUPN SNX1 SOCS2 SRP19 SRP54 STAU2 STX6 STXBP1 SUPT3H TAF12 TANGO6 TBL1X TEX15 THOC1 THOC5 THOC7 TMED1 TMX1 TNFAIP8L1 TRIM14 TRMU TSSC4 TTC4 TTC9C TWNK TXNL1 TYSND1 UBE2E1 UBXN8 UGP2 UQCRC2 UTP25 VMP1 VPS26C WDR3 WDR74 YBX1 ZC3H18 ZC3H8 ZNF207 ZNF764 ZNHIT2 GSE24671_BAKIMULC_VS_SENDAI_VIRUS_INFECTED_MOUSE_SPLENOCYTES_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24671_BAKIMULC_VS_SENDAI_VIRUS_INFECTED_MOUSE_SPLENOCYTES_UP ALMS1 AMOTL1 APRT ARHGAP33 ASNSD1 ATP5IF1 ATP5MC2 ATP5MF ATP5PO ATPAF2 BCAT1 CACFD1 CACNG2 CALU CAV2 CCDC34 CCL1 CCNE1 CCP110 CCT2 CCT4 CDC6 CDCA2 CDKN2C CENPH CENPM CENPN CENPP CENPT CENPU CEP128 CEP83 CHTF18 CKAP2L CKS1B CKS2 COMMD10 COPS2 CPNE2 CRELD1 CRYZ CTSB CUX1 DCAF4 DCXR DEPDC1 DLGAP5 DSTN DTL DYNLRB1 E2F7 ECI2 EEF2 EHD1 EHD4 EIF2S2 ENY2 EPRS1 ERCC6L ESCO2 EXTL2 FAM177A1 FARS2 FSCN1 GAS2 GGH GINS1 GLB1 GLRX3 GZMH HAUS1 HINT1 HSPA1B ICAM4 IFIH1 IFITM3 IFT22 IFT25 INSL6 INTS12 IQGAP3 IRF9 ITPRID2 KCNK4 KIF11 KIF18A KIFC1 KNSTRN LAG3 LGALS1 LRRC40 MCM5 MCM7 MED11 MISP MMS19 MPG MPZL2 MRPL19 MRPL32 MTFR2 MTX2 MVD MVK MYH7 NAP1L1 NCAPG2 NDC80 NDUFB10 NDUFB5 NELFE NENF NINJ2 NKIRAS2 NME1 NPY NRM NTF3 NTF4 NUBP1 OPTN OXA1L PALS2 PEG10 PFDN1 PHACTR2 PIERCE1 PIN4 PITPNM2 PKMYT1 PLA2G12A PLEK PLK2 PLK4 PLP2 POLR3C PRADC1 PRR11 PSRC1 PTMS PTP4A3 PTRH1 PTTG1 RAD51AP1 RAD51B RAD54L RAN RBMX2 REEP5 RFC4 RHBDF2 RNASEH2B RND2 ROPN1L RPL3 SCG2 SCIN SCN1B SCN4B SCTR SEC61G SESN2 SHISA9 SHROOM1 SHTN1 SLC12A4 SLC25A3 SLC35D1 SLC35F5 SLC9A5 SLC9B2 SLIRP SLIT3 SMC4 SNRNP27 SPAG5 SPC24 SPINK8 SRP72 STK35 SUPT3H TEDC1 TFPI2 TFRC THYN1 TICAM1 TICRR TIMM17B TIPIN TMEM14A TUBGCP2 UCHL3 VCL VDAC2 VWCE WDR62 WDR91 YBX1 ZBTB32 ZNF771 GSE24671_CTRL_VS_BAKIMULC_INFECTED_MOUSE_SPLENOCYTES_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24671_CTRL_VS_BAKIMULC_INFECTED_MOUSE_SPLENOCYTES_DN ADAM19 ADAMTS12 AFAP1L1 AFF4 AMPH AREG ARG1 ATF4 ATP13A3 ATP5F1B B4GALT4 BCL11B BPIFB1 C11orf87 C7 CABP5 CACNB1 CALCA CALCRL CAST CCL1 CCR2 CCRL2 CD200R1 CD69 CDKN1A COL1A1 COL4A3 COL5A2 CPA3 CREM CRIP1 CRYBG1 CSF2 CSRNP1 CXCL3 DCN DUSP1 DUSP6 EEF2 EEIG1 EPAS1 EPRS1 ETS2 FABP5P2 FAM3A FAM83E FBLN2 FBXL21P FGL2 FHL2 FIGNL2 FLRT2 FOSL2 FRMD4B FSTL1 FXYD1 GADD45B GAR1 GATA3 GJA1 GLUD1 GPC3 HLF HMGCLL1 HS3ST1 ICOS IGFBP5 IGFBP6 IGSF9B IL17RB IL2 INPP4B IRF2BP2 IRS2 ISM1 ITGAV ITPRID2 JUNB KCNN4 KCTD12 KLF1 KLF6 KLRG1 KRT19 LAMA2 LIN28A LMNA LPCAT2 LZTFL1 MMP25 MNS1 MORC4 MOXD1 MT1A MYADM MYO1B MYOCD NAV2 NFKBIA NFKBID NFKBIZ NR3C1 NR4A1 NR4A2 NR4A3 OTOP3 PARD3 PCSK1 PDE7B PITPNC1 PITX1 PLAC9 PLCD1 PLCG1 PLEC PLOD2 PPP1R15A PRKCQ PRNP PTP4A1 PTPN13 PTPRK RAB4A RB1 RBPJ REEP2 RMRP RNF128 RPL12 RPL13 RPL32 RPL36 RPL39 RPLP1 RPS26 RPS3 RPS5 S100A6 SAMSN1 SCGB1A1 SEMA4A SEMA6D SIK1 SKAP1 SKIL SLC18A2 SLC25A3 SLC7A8 SORBS1 STAB2 STK17B SYNE1 SYTL1 SYTL2 TAFA3 THSD4 TIE1 TMC7 TNFAIP3 TSC22D2 TTC16 VBP1 VPS37B ZC3HAV1 ZCCHC10 ZCCHC14 ZFAND5 ZFP36L1 ZFP36L2 GSE24671_CTRL_VS_BAKIMULC_INFECTED_MOUSE_SPLENOCYTES_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24671_CTRL_VS_BAKIMULC_INFECTED_MOUSE_SPLENOCYTES_UP ACKR2 ACTRT3 ADAM19 ADCY7 AFF3 AK8 ARHGAP15 ARHGAP24 ARMCX5 ATP1B1 AVL9 AZI2 BANK1 BCAS3 BCL10 BCL7B BHLHA15 BRAP BSDC1 C15orf39 C15orf61 CAB39 CACUL1 CAST CBFA2T2 CCNI CD1D CD2 CD3G CDKN2AIP CDS2 CDT1 CEACAM21 CELF2 CEP57 CEPT1 CHD6 CLINT1 CNOT8 COBLL1 COQ10A CPEB4 CPSF7 CRLF1 CROT CRTC3 CSK CTLA4 CUX1 CYBB CYRIB CYTH1 D2HGDH DFFA DICER1 DOCK11 DUSP5 DUSP6 DVL1 DYNLT3 E4F1 EIF1 ERP29 FAM8A1 FASLG FGD6 FGFR1OP2 FYN GCOM1 GIGYF1 GMIP GNAQ GNGT2 GRAMD2B GRAP2 GRIA3 H3-5 HCFC1R1 HERC4 HERPUD2 HIGD2A HLA-DOB HPS3 HPSE IDS IKZF5 IL1RL1 IL6R IL6ST INPP5K INTS6L IPCEF1 ITPKC KCTD12 KDM5A LCOR LENG8 LMBR1L MACIR MAGEF1 MAP1LC3A MAP4K3 MAST3 MTA3 MTMR12 MXD4 MYH9 MYO18A MYO1E MYO6 NCF2 NCOA6 NHLRC2 NPC1 NRM NRROS P2RX7 PCNX1 PHF21A PIAS1 PIKFYVE PITPNC1 PLCG1 PLD3 PLEKHB2 PLGRKT POU5F2 PPP1CB PPP3CA PRKX PSTPIP1 PWWP2A RAB30 RAB33B RABGEF1 RAD18 RCSD1 RELB REST REXO1 RNF138 RNF167 RNF215 RPL18A RPL22L1 RPRD2 SARAF SBNO2 SCAND1 SDHAF1 SENP6 SESN3 SF1 SF3B1 SFT2D1 SGMS1 SH3TC1 SIPA1L1 SKAP1 SKI SLC66A2 SLK SRSF6 SSH2 STRN3 STX16 SYK SYNRG TAB2 TAOK3 TFEB TGFB1 THAP6 TLN1 TOB2 TPRA1 TPST2 TSC1 TTC19 TTC7A TTLL3 TUBA1A TUG1 UBL3 UBXN2A UNC119 VGLL4 VPREB3 WBP1 WDR44 WDR45 WSB1 YIPF3 ZBTB43 ZMIZ1 ZMYND11 ZNF326 ZNF395 ZNF692 ZNF839 GSE24671_CTRL_VS_SENDAI_VIRUS_INFECTED_MOUSE_SPLENOCYTES_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24671_CTRL_VS_SENDAI_VIRUS_INFECTED_MOUSE_SPLENOCYTES_DN ABHD8 AHNAK APBB3 AR ARGLU1 ARHGAP31 ARHGDIB ARID5B ATP6AP1 AZI2 BCL11B BLTP1 BOD1L1 C8orf82 CAMK1D CAMTA2 CASTOR1 CBX7 CD53 CDC42EP3 CHD3 CIAO3 CLINT1 CLIP1 CLK2 CNOT6L COQ2 CPSF1 CTSW DALRD3 DDX39B DEXI DHX16 DMTF1 EIF1AD EIF4G3 ENTPD5 ENTREP3 EPB41 EPN1 EXOSC1 F2R FAM32A FBL FILIP1L FIRRE FUT8 GABBR1 GABPA GALT GIMAP6 H6PD HEATR1 HGH1 HIRA HSD17B8 ICOS IDS IKZF1 IL17RC IQGAP2 ITGAL KCTD12 KDM3B KHNYN KIF21B KMT2C KMT2D L1CAM LGALS8 LMBR1L LPAR6 MAF MAN2C1 MAST3 MBOAT4 MBP METTL17 MIA3 MIB2 MID1 MMP9 MTFR1L NCOR1 NDUFS7 NECAP2 NFATC3 NFIA NIN NOLC1 NSUN2 NUFIP2 NUP210 NXF1 OGT ORAI2 PACS1 PARK7 PCNX3 PDE1B PHF1 PIGQ PIK3CD PITPNC1 PLCG1 PPP4R2 PREX1 PRKACB PRR14 PRRC2B PRRC2C PRRT1 PTPN18 PYGO2 QTRT2 RAB3A RABAC1 RABEP2 RAI1 RALGPS2 RAP1B RAPGEF2 RASSF5 RBM25 RFX1 RGL2 RNF166 RNF167 RNF187 RNF38 RNF44 RPL12 RPS14 RUFY2 SCP2 SEC16A SEC23IP SELENOP SELENOT SHISA5 SLC38A1 SLC7A11 SLC9A1 SLC9A9 SLTM SMARCA2 SNAPC4 SNRNP70 SNX17 SP4 SPIN1 SPSB3 SRP68 SSBP4 ST3GAL6 STK4 STX16 STX4 SUN2 TAF4 TAOK1 TECPR1 TGFBR2 TGFBRAP1 THY1 TK2 TMEM131L TMEM52 TMEM64 TNFRSF1A TNK2 TNRC6C TPCN1 TRABD2B TRAF3 TRIM65 TXLNG UBL3 UBQLN1 UBTF UFL1 USP48 VPS13D VPS28 WAS WDR46 WDR82 ZBTB14 ZBTB4 ZBTB6 ZC3H18 ZFR2 ZIC3 ZNF148 ZNF287 ZNF292 ZNF574 ZNF692 ZSWIM9 GSE24671_CTRL_VS_SENDAI_VIRUS_INFECTED_MOUSE_SPLENOCYTES_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24671_CTRL_VS_SENDAI_VIRUS_INFECTED_MOUSE_SPLENOCYTES_UP ABI3BP ACP3 ACSL1 ADGRG5 AFF3 AGPAT4 AIF1 ANGPTL1 ANKRD33B AOAH APPL2 ARHGAP6 ARHGDIB ARHGEF28 ARID4A ASB2 ATF7IP ATP8B4 B4GALT6 BATF3 BLTP3B CASP4 CCDC88A CCR6 CD4 CD7 CD74 CDC14A CELF2 CHD2 CLCN3 CLDND1 CLNK CNTN1 COLGALT2 CTSS CXCR5 DDX6 DENND3 DENND4C DHRS3 DLL1 DNAJC10 DOCK10 DOCK8 DSCAM EEF2K EP300 EPSTI1 F2R FAM184B FCER1G GCNT2 GDPD5 GPR108 GPR146 GPR15 GPR18 GRIA3 GSTA3 HHEX HMGN3 HNRNPH3 HPS4 IDI2 IGF1R IL17RE IL18R1 IL1R1 IL23R IL7R IPCEF1 ITGA4 ITGA5 JAML KCNIP3 KCNK1 LARGE1 LINGO4 LRRK2 LTA MACF1 MALAT1 MAPK10 MCTP2 MGA MGAT4A MIDN MT-CYB MTX2 MYG1 MYO1F NCOA7 NCR1 NEBL NKAPD1 NRG2 NUSAP1 OAZ3 OGT PARP14 PDE4B PGLYRP1 PHETA2 PHIP PIGA PLCB4 PLCG2 PODNL1 PRAM1 PSD2 PSMB9 PTMS PTPRA PTPRJ RAB21 RAB27A RABGAP1 RASA3 RCBTB1 REST RGS12 RIPOR2 RIT1 RNASEL RNF43 RORC RTN4RL1 S1PR3 SAFB SCN3B SENP3 SERINC2 SHISA5 SLC16A7 SLC28A2 SLC6A12 SLC6A13 SMYD2 SNAP23 STOM STOML2 SUSD2 TDRD9 TEC TM9SF2 TMEM154 TMEM176A TMEM176B TNC TNS3 TTN TUBGCP6 TXK TXNRD1 UBR2 UPP1 VPS41 XKRX ZC3H13 ZFAND6 GSE24726_WT_VS_E2_22_KO_PDC_DAY4_POST_DELETION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24726_WT_VS_E2_22_KO_PDC_DAY4_POST_DELETION_DN AARS1 ACAA1 ADAM17 AEN AGPAT4 AGTRAP AHI1 AIFM2 ALAS1 ALG9 AOAH AP4S1 ARG1 ATG9A ATOX1 ATP5MC3 ATP6V1E1 BCL3 BIRC3 BLVRB BST1 C18orf32 C1QBP C3 C9orf43 CAMP CCL17 CD14 CIAPIN1 CMKLR1 COPE COQ7 CRNKL1 CS CTSZ CUL2 CYB5B CYBB DDX39B DLST DNER DOHH DRAM1 DUSP4 EHD1 EIF3B EIF4G1 EIF6 ENPP3 FAM20C FAM98B FBL FILIP1L FLNA GAPDH GBP2 GFOD1 GMPPB GPAT3 GPI GRWD1 GSAP GSTA3 GSTM1 GTDC1 GTF2E2 HCCS HCK HSD17B12 HSPA1A IL1B IRAK3 IRF1 IRF7 JAK2 JMJD6 JPT2 KLHDC10 KRI1 L3MBTL2 LAYN LRMDA LRPPRC LRRC8C LSM6 LY6E LY6H MAGOHB MAGT1 MAP2K1 MCEMP1 MCM5 MCOLN2 MCRIP2 MET METAP1 MGAT4A MICOS10 MKKS MLLT6 MRPL11 MRPL16 MRPL49 MRPL52 MRPL54 MRPS11 MS4A15 MTHFD2 MTURN MVK MZB1 NAA38 NADK NDUFA10 NFKBIE NME1 NOL11 NR1H3 NSDHL NSUN2 NUDT2 NUDT3 OPA3 PAG1 PARP3 PCDH7 PCID2 PDE6D PFKP PGK1 PGLS PIK3R5 PILRA PKM PLEKHA8 PPP1R21 PPRC1 PRELID2 PSMB3 PSMB8 PSMB9 PSMC2 PSMD13 PSMD3 PTGES PUM3 PUS1 RAB20 RASGRP1 RASGRP4 RIOK3 RNF128 RPS6KA4 RRAS S100A10 SAP18 SDHB SEC24D SEMA3C SEPTIN11 SIGLEC7 SLC11A1 SLC16A3 SLC31A1 SLC6A12 SMARCB1 SMYD5 SNORD89 SNRPA1 SNX10 SPG7 SRC SREBF1 ST7 STUB1 TGM2 THOC6 TKT TMCO6 TMEM14C TMEM208 TNFAIP3 TNFRSF1B TRAF1 TRAF2 TRAPPC10 TRAPPC6A TTC13 TTPAL TXN2 U2AF1 UBE2F UPB1 USO1 USP10 VAMP8 VARS1 WDR75 ZC3H12C ZDHHC21 GSE24726_WT_VS_E2_2_KO_PDC_DAY4_POST_DELETION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24726_WT_VS_E2_2_KO_PDC_DAY4_POST_DELETION_UP AACS AARS1 ABCA1 ABCF2 ABHD17C AGPAT4 AGRN AIG1 AKAP7 ARF1 ARMC1 ATG4A ATOX1 B4GALT5 BIRC3 BYSL C18orf32 C1R C8orf76 C9orf72 CCND3 CD74 CDC37L1 CDC42EP2 CDV3 CEBPD CEPT1 CIAPIN1 CINP CISH CLDND1 CLN5 CMKLR1 COMMD10 COMTD1 COPE COQ7 COX17 COX8A CREB5 CRELD2 CUL2 CYBA CYBB DBNDD1 DDHD1 DLAT DNAJB1 DNAJC21 DNAJC3 DUS4L DYNC1LI1 ECHS1 EGLN3 ETHE1 FABP5 FARP2 FBXO30 FCGR2A FCGR3A FLOT1 GCLM GCNT2 GFPT1 GK GKAP1 GPX4 GRINA GTF2A1 H3C14 HCCS HIPK2 HLA-DOA HLA-DQA1 HLA-DRB1 HOMER1 HOOK2 HPSE HSD17B12 IFITM3 IFNAR1 IFNGR2 IFT57 IL13RA1 IL18BP IRAK2 ITGB2 JUN KLHDC9 KMO LACC1 LAMP1 LENG9 LRRC8C LTV1 MAFB MAFG MAGT1 MANF MCEMP1 MCFD2 METAP1 MKKS MLLT6 MMP13 MMP19 MPHOSPH10 MRPL52 MTHFR MTM1 MTURN NAB2 NEU1 NFE2L2 NFKBIB NINJ1 NOP10 NPEPPS NR3C1 NRAP NRP2 ODC1 P2RX4 PAG1 PARP3 PCID2 PECAM1 PELO PFN1 PKM PLA2G4A PLBD1 PLEKHG1 PLSCR1 POFUT2 PPA1 PPP1R14B PRELID2 PSMB8 PSMB9 PSTPIP2 PTPRU PYGL RAB10 RAB1B RAB7A RABGGTA RAF1 RAP1GDS1 RAPGEF2 RGL1 RMDN3 RNGTT S100A11 SAMSN1 SC5D SEMA4A SENP5 SLC11A1 SLC16A1 SLC2A6 SLC31A2 SMIM3 SNAPC1 SNX20 SPIC SPRY2 SQLE STK40 STUB1 SVIL TANC2 TFEC TGM2 TIMM8B TLR5 TM7SF2 TMEM119 TMEM243 TMEM248 TPCN2 TPST2 TRAF2 TRAF5 TRAPPC14 TRAPPC6A TRPS1 TSPO TTC39B TTC39C TTPAL UBE2F UBXN8 UQCRQ USO1 VPS37A VRK3 WBP1L ZCCHC14 ZNF292 GSE24726_WT_VS_E2_2_KO_PDC_DAY6_POST_DELETION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24726_WT_VS_E2_2_KO_PDC_DAY6_POST_DELETION_DN ABCD2 ABCG1 ADAMTS10 ADCY7 ADIPOR1 AGMO AGTR2 AKAP10 ANKH APH1B APOC2 APOE ARF4 ARHGAP17 ARHGAP22 ARHGAP39 ARHGAP6 ARHGEF6 ARL4C ATP2B1 ATRX BACH1 BAIAP2 BAZ2B BIVM BLTP3B C1orf21 C3orf33 CAMK1 CAMK1D CCR2 CCR5 CD180 CD28 CD300A CD48 CD68 CDS2 CFAP68 CGRRF1 CHD9 CITED2 CKB CNN2 CNPPD1 CYP4F3 CYTIP DCLRE1A DDX19B DHRS7 ENC1 EVI2B FAM234A FBLIM1 FBXO3 FCGRT FGD2 FGD4 FXR1 FXYD5 FYN GAB2 GALNT14 GCNT1 GKAP1 GLB1 GNA13 GPR146 GPR34 GPX3 GRAMD1B GSTM3 HERC4 HIGD1C HMOX2 HPGD IFIT1 IKZF1 IL10RB ITGA6 ITM2C KBTBD7 KIAA1143 KIF13B KIFAP3 LPIN1 LPIN2 LRP1 MALAT1 MAN2B1 MAP1LC3B MAP3K12 MAPRE2 MBNL3 MEF2A MGAT5 MIB2 MIER1 MPP1 MSL3 MTHFS MXD4 NAGA NARS1 NCOA1 NDNF NEURL2 NIBAN1 NIM1K NOSTRIN NOTCH1 NRP1 NSD3 NUDT4 OPHN1 P2RX7 PCK2 PDCD4 PDGFC PDLIM5 PEAK1 PEX7 PHC3 PHF14 PHF7 PHKA2 PLEKHM1 PLEKHO1 PNPLA7 POLG2 POLR3GL PPP3CA PRKCH PROS1 PTPN18 PUM1 PURG R3HDM2 RAB11B RAB11FIP5 RAB3IL1 RAB40C RABGAP1L RAPH1 RASSF3 RBAK RCSD1 RERE RGS18 RNF144B RNF167 RPS11 RTF2 RTN4 RXRB SAT1 SCN3B SETD7 SGCB SLC2A8 SNAP23 SOCS6 SORD SP1 SPTSSA SSBP2 SSH2 ST7L STMP1 SULF2 SYNGR1 TBC1D31 TBX6 TBXAS1 TCF12 TCTN3 TEC TFDP2 THBD TM6SF1 TM9SF2 TMEM19 TMEM64 TMEM9 TPCN1 TPD52 TPP1 TRIM47 TSTD1 UBN1 WIPF1 WLS WNK1 XIST YPEL2 ZDHHC14 ZFHX3 ZNF704 ZRANB3 ZXDB GSE24726_WT_VS_E2_2_KO_PDC_DAY6_POST_DELETION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24726_WT_VS_E2_2_KO_PDC_DAY6_POST_DELETION_UP ABCF3 AK3 AMZ2 AP1G2 AP4B1 ARHGAP17 ARHGAP39 ARL2BP ASNSD1 ATF6 ATG16L2 ATP6V1C1 AURKB B3GALNT1 BLOC1S5 BRMS1 BTK C2CD5 CAPN2 CCDC77 CCDC90B CCR2 CCT2 CDK2AP1 CDT1 CEBPA CENPH CENPK CIR1 CMSS1 CNOT6L CNTRL COL14A1 COPS2 CORO1A COX19 CRLF3 CYB561A3 DARS2 DGKZ DLGAP5 DMAC1 DOCK8 DRG1 DYRK1A DZIP3 EFCAB11 EIF3E EIF3K EIF4B EOLA1 ERCC6L ETFDH EXOC3 EXTL3 FBXO32 FEN1 FLVCR1 FMNL3 FOXN3 FUCA1 FXR1 GCC2 GMNN GNA13 GNPDA2 GPR19 GPR34 GPSM2 GPX3 GTSE1 HINT2 HMG20A HNMT HOPX HP1BP3 HPRT1 HYLS1 ICOSLG IDH3G IFNLR1 INTS3 JADE3 KIAA1522 LANCL1 LEPROTL1 LIN9 LRWD1 MAPRE2 MCM6 MED20 MED7 METTL27 METTL7A MFNG MIR99AHG MPG MRE11 MRPL24 MRPL35 MSRB2 MTMR10 MTMR14 MTPAP MYLIP MYO1E N4BP2L1 NANS NAPSA NAT8L NDUFAF1 NDUFB11 NIPAL3 NLRC3 NME2 NOL7 NPAT NRP1 NUDT13 NUDT5 OCIAD2 PALD1 PAN2 PANK1 PCYT1A PIGP PITHD1 PKIG PLEKHM1 POGLUT2 POLB PPIH PPP3CA PRIM2 PRPS2 PRR11 PRUNE2 PRXL2C PSMB2 PUS10 RBFA RBL1 RBM48 RFC5 RFX7 RIT1 RNF167 RPA1 RPL18 RPL18A RPL35 RPS4X RRAGC RSL24D1 RTRAF SELENOM SENP2 SETD7 SF3B2 SH3BP5L SH3PXD2A SHCBP1 SKIL SLC25A13 SLC25A17 SLC27A1 SP1 SPC24 ST3GAL5 SURF1 TBC1D31 TBCC TBRG1 TCEANC2 TCF4 TCTN3 TEC TIMM21 TMX4 TPGS1 TRIM28 TRPV2 TSEN2 UBE2T UBN1 UHRF2 UQCC3 USP27X UTP14A WBP1 WDHD1 WDR12 WDR81 WEE1 WLS ZFYVE1 ZNF12 ZNF124 ZNF251 ZNF583 GSE24726_WT_VS_E2_2_KO_PDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24726_WT_VS_E2_2_KO_PDC_DN AACS AARS1 ABCA1 ABCA3 ABCF2 ABHD16A ABHD17C ACP3 ACP5 ACSL5 ADAM17 ADCK5 AFP AHR AKAP7 AOAH AP2S1 AP3M1 ARHGEF37 ARRDC2 ATOX1 ATP5MC1 ATP5MC3 ATXN7L1 BCAT2 BCL3 BNIP2 BSCL2 C12orf42 CARD19 CCDC125 CCL17 CCL7 CDV3 CEBPB CEBPD CFLAR CIAPIN1 CLEC6A CLN5 CMKLR1 CMTR1 CNNM2 COMTD1 CRELD2 CS CTSK CYB5A CYBA CYBB DCAF1 DNAJB1 DNAJB2 DNAJB6 DNAJC21 DNAJC3 DNER DOCK1 DRAM1 EGLN3 EGR1 EGR2 EIF3B EMILIN2 FAM177A1 FAM98B FASN FKBP15 GBGT1 GBP2 GNL3 GPR132 GTF2E2 HCAR2 HEXIM1 HLA-DQA1 HRAS HVCN1 IL13RA1 ING1 IRF7 ISCU ISG15 ISOC1 ITGAM JAK1 KLF7 KLHDC10 LITAF LMAN2 LPCAT3 LSS LYPD6 MANF MARCHF1 MCEMP1 ME2 MET METAP1 MGAT4A MKKS MLF2 MMP19 MPHOSPH10 MRPL52 MRPL54 MTHFD2L NCBP1 NFE2L2 NFKB2 NFYC NME6 NPEPPS NRP2 NUDT19 NUFIP1 P2RX4 P4HA2 PAG1 PARP3 PARP9 PDCD11 PDE4DIP PDPN PECAM1 PIK3R5 PIP5K1A PKM PKNOX1 PLEK PLEKHA8 PLGRKT PPP1R21 PPP1R3B PRELID2 PRKCD PRSS8 PSMB10 PSMD1 PTK2 PYGL RAP1GDS1 RLF RNF128 RNF149 RNF181 RNF19A RPS6KA4 SAMSN1 SART3 SCAMP5 SDF2L1 SDHD SIGLEC7 SLC11A1 SLC13A3 SLC25A6 SLC31A2 SLC37A4 SLC44A1 SMOX SNX20 SPINT2 SQLE SQOR ST6GALNAC6 STAT3 STK40 SUN1 SYN1 TAGLN2 TANC2 TESK2 TIMM10B TKT TM7SF2 TOR1AIP1 TPST2 TRAF1 TRAF2 TRAPPC10 TRAPPC14 TRAPPC6A TWF1 TXNDC11 UAP1 UBASH3B UBE2F UGCG USP18 VEGFA VPS36 VPS37A VRK3 WNT9B WSB2 ZDHHC18 ZDHHC21 ZNF292 ZNF821 GSE24726_WT_VS_E2_2_KO_PDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24726_WT_VS_E2_2_KO_PDC_UP AASDH ABCD2 ACD ACP6 ADSS2 AGMO AKAP10 ANAPC1 ANP32E ANXA7 ARF6 ARHGAP18 ARHGAP19 ARHGEF6 ATF6 ATP6V1A ATP6V1C1 B3GALNT1 BLTP3B BORCS8 C1orf21 C2CD5 C3orf70 C9orf85 CACUL1 CASP8AP2 CBLB CCDC47 CCDC66 CCND1 CCNDBP1 CCR2 CCR5 CD300C CD36 CDCA5 CDK2AP1 CDKN2C CDT1 CENPH CENPK CENPO CEP44 CHEK2 CLIC4 COL14A1 CREG1 CYP27A1 CYP4F3 DALRD3 DGKZ DIAPH3 DIPK1A DLGAP5 DNASE1L1 DRAM2 DRG1 DYRK1A EIF2D EIF3K EIF4A2 EIF4B ENC1 ERCC6L ERMP1 FAM107B FAM204A FAM76A FBLIM1 FBXW11 FCHSD1 FOXO3 FXYD5 FYN GABRR2 GATC GBA1 GCC2 GCNT1 GMNN GNPDA2 GPSM2 GPX3 GRAMD1B GTF2H4 H3C4 HEATR5A HINT1 HMGA2 HP1BP3 HPF1 HPRT1 IFT81 INO80D IRF2 ITGA6 KDM2B KIAA1143 KIZ LEPROTL1 LRP1 MAP3K5 MAPRE2 MED18 MEF2A MELK METTL18 METTL27 MFSD12 MIS18A MPP1 MTFR2 MXD4 MYO1E MZT2B NAP1L1 NCEH1 NCOA3 NDUFS2 NFATC2 NIPAL3 NOSTRIN NRP1 NUCKS1 NUDT1 NUSAP1 OSBPL8 PADI2 PALD1 PANK1 PDE7A PEX3 PHF14 PHF7 PHKA2 PLEKHM1 PLSCR4 POLG2 PRR11 PSENEN PTP4A2 RAB40C RAD51AP1 RASSF3 RBL1 RBM15 RBM41 RBM43 RCBTB1 RCBTB2 RDH10 RGS18 RHOBTB3 RNASE4 RPL22L1 RPL7A RSF1 RTF1 RTN4 SARS1 SASS6 SELENOM SFT2D1 SH2D3C SHCBP1 SKA2 SLC16A7 SLC41A3 SLCO4A1 SMARCAD1 SMIM30 SNRNP25 SNX24 ST3GAL5 STK26 STRBP SULF2 SUV39H1 TEC TENT5A TFDP2 TMEM135 TMEM37 TMEM60 TMX4 TNS3 TPD52 TRMT1 TROAP TSPAN13 TTC3 UBN1 UHRF2 WIPF1 YIPF6 YWHAH ZFAND4 ZNF467 ZNF496 ZNF708 GSE24814_STAT5_KO_VS_WT_PRE_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24814_STAT5_KO_VS_WT_PRE_BCELL_DN ABCD3 ABHD14A ACADM ACAT2 ACLY ACO2 ACSL3 AGGF1 AIMP1 AK4 AKAP9 AKR7A2 ALDH9A1 ANAPC10 AOAH APP ARHGAP25 ARHGEF9 ATP5F1D ATP6V0A2 ATRX BACH1 BAG1 BAG2 BAG6 BCKDK BCL2A1 BLMH BPTF BRD3 BUB1 BYSL CCN6 CD28 CD7 CDC25B CDH17 CEP43 CHD4 CLIC5 CLN5 CLSTN3 CNTN1 COG5 CREB1 CSPG5 CST7 CSTB CTR9 DAPK1 DCK DLG1 DNAJC11 DPYD EBP EHMT2 EIF4E EIF4G1 ELAVL1 ELP1 ELP4 ENTREP3 ERCC1 ERCC4 EXT1 FANCI FDFT1 FLI1 FOXN3 FRMD4B FXN GALNT3 GALR2 GATA3 GCLM GIGYF2 GNA15 GOLGA8A GPNMB GPR18 GPR183 GPX1 GPX7 GZMB H1-2 HDAC4 HERC3 HNRNPM HPCAL1 HS2ST1 IFNGR1 IGF2BP3 IL10RA IL1A IL1R1 IMPG1 ITPR1 JARID2 KAT6B KATNA1 KDM3B KIF2A KLF6 KPNB1 LRRC42 LRRN3 MAD2L1 MAL MAP3K14 MAPRE2 MARCKS MFN1 MGRN1 MICU2 MLF2 MMP8 MPP1 MPRIP MRPL12 MSMO1 MTHFS MTMR6 MYOF NFATC2IP NHERF1 NIPSNAP1 NME4 NTRK1 NUDC NUP50 NUP98 OAZ1 OSGEP PAF1 PBX3 PDE3B PDE8A PDXK PGD PHF8 POP7 PPIA PPP1R12A PPP3R1 PPP6C PRKD2 PRKY PRRC2C PSD4 PSMF1 RABEPK RANBP1 RBM14 RCE1 RCN2 REEP5 RERE RGS19 RSRP1 RYK SAP30 SATB1 SCFD1 SDR39U1 SEC24A SERTAD2 SF3A1 SLC38A10 SLC39A14 SMARCC1 SPINT2 SRGN SSB ST6GAL1 ST8SIA4 STK10 STK17B STK39 TDG TENT4A TES TOM1 TP53BP2 TRAM1 TRIM15 TRIP4 TUBA1B TUBGCP3 TUG1 TXNDC9 UBE2S UBR5 UFD1 VEGFA WIPF2 YAF2 YIPF3 ZFP36 ZMYM4 ZNF428 GSE24814_STAT5_KO_VS_WT_PRE_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24814_STAT5_KO_VS_WT_PRE_BCELL_UP ADAMTSL2 ADGRL2 ADGRV1 AGXT AKAP3 ANG ANGPT1 APOD AQP1 ARHGEF11 ASCL1 ASIP ATP2B2 ATP4A ATP6V1G2 AVPR1A B4GALNT1 BASP1 BCAM BGN BMP7 C1orf68 CACNA1D CADM4 CALCA CAMK1G CAMK2G CASP10 CCHCR1 CCL20 CD180 CDK18 CDKL5 CFH CHGA CITED1 CLCN5 CLDN4 CLP1 CNTNAP2 COL1A1 CRACDL CRADD CREB5 CRTC1 CTNND1 CYP11A1 CYP17A1 DCHS1 DCLRE1A DEFB1 DLGAP2 DNAH17 DOCK9 ECE1 EOLA1-DT EPHA1 EPYC ERC2-IT1 ETV2 F2RL1 F7 FAM76A FCGR2B FMO1 FUT7 GABRR1 GJA8 GPR12 GPR171 GPRC5B GRAMD1B GRINA GRM3 GUCA1B GUCA2B HMHB1 HNF1B HOXB13 HOXC5 HPCA HSD3B1 HTR2A ICAM4 IGSF1 IGSF6 INPP5F IRF6 ITGA4 KALRN KCNJ2 KCNN1 KCNN3 KDELR3 KIF3B KLF5 KLK8 KLKB1 KRT1 L1CAM LAMA3 LAMA4 LAMC1 LGALS9 LMO2 LY6E LZTR1 MAP4K4 MAU2 MCAM MCF2L ME1 MED14 MINAR1 MIR9-1HG MMP11 MMP7 MRC2 MX1 MYBPC1 MYCNOS MYH3 MYO10 MYO1A NEDD4 NPHP4 NPTX1 NTRK3 OR5I1 OVOL1 P2RX7 P2RY2 PADI2 PAGE1 PARD3 PBX1 PCDHB11 PCSK2 PDE4DIP PDE6A PDPN PGAM2 PGR PKD2 PLA2G4C POLR3D POU3F4 PTH2R PTPRZ1 RAB3B RAB40AL RIMBP2 RIMS3 RNASE3 RSC1A1 S100A1 SCARB1 SELP SERPINA5 SHBG SLC19A2 SLCO3A1 SLITRK5 SMAD9 SORT1 SPAM1 SPOCK1 SPRR1B SPRR2C ST6GALNAC2 STON1 SYCP1 TACR3 TAGLN TCTA TGFBR2 TGM2 THBD TIMP2 TIMP3 TLE2 TMEM8B TNFSF12 TNNI1 TRIM44 UNC13B UPK2 USH1C WHAMM WNT2 ZBTB22 ZNF185 ZNF248 ZNF529 ZNF592 ZNF821 ZP2 GSE24972_MARGINAL_ZONE_BCELL_VS_FOLLICULAR_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24972_MARGINAL_ZONE_BCELL_VS_FOLLICULAR_BCELL_DN A4GNT ADAM11 ADAM2 AFDN AIF1 ALDH1A1 ALDOB ALOX12B ALX4 AMIGO2 ANO3 API5 APOC4 ARG2 ARX ATP13A3 ATP5ME AUH B4GALT2 BARHL2 BCL7C BET1 BEX4 C16orf96 C17orf58 C1orf185 C4orf48 CAMP CARMIL2 CASTOR1 CCDC65 CCL17 CCND1 CD151 CD3G CDC45 CELF6 CETN1 CFB CHP2 CHRNA5 CIDEA CLK3 COL4A6 COPS8 CPNE5 CTDSP1 CTLA4 CTNND1 CUEDC1 CX3CR1 CXCL6 CYP11A1 CYP2W1 DAB2 DDX23 DNAJC18 DNAJC27 DUSP19 ELAPOR1 EPHX2 FADS6 FAM32A FANCC FASLG FBXO5 FCGRT FGF17 FN1 FNBP1 FPR1 FRMD6 FRMPD2 FUT11 GATB GINS2 GMFG GNAT1 GPR6 GPR84 GREB1 HEPHL1 HLA-A HR HS3ST1 HSD3B2 ICAM1 ICOSLG IDH2 IER3 IGHM IKZF3 IL12RB1 IL2RB INHBA IQGAP2 KCTD5 KLF2 KLHL24 KMT5B KNTC1 KRT6A LCE2B LYL1 LYPD3 LYSMD1 MAT1A MCM10 MGAT4A MRPS16 MYO7B NANOS1 NAT8 NBN NBR1 NECTIN1 NFATC2 NFKBIZ NIBAN3 NIPA1 NPHP3 NR1H4 NTN5 NUMBL NUP133 NUPR1 NXPE2 ONECUT1 OOSP2 ORAI1 P2RX1 PFKL PGP PHLPP1 PLA1A PLAC8 PLCB4 PLD4 POLE2 PPFIA3 PPIF PPM1A PTGDR RAPGEF5 RBFOX3 RDH12 RPAIN RPL18 SALL3 SASH1 SBK1 SEMA4A SESN1 SGPP2 SH2D2A SIGLEC1 SIT1 SKAP1 SLAMF1 SLC2A12 SLC35G1 SLC6A13 SLC7A14 SMIM11 SNAI3 SOGA1 SPAG4 SRD5A1 SREK1 ST8SIA6 STK33 STK40 SWAP70 TAF5L TBC1D22B TCP10L TEX37 THAP7 THOC3 TINAG TIPIN TLCD3B TLE1 TMEM163 TMEM174 TMEM9 TNFRSF9 TRIM28 TSNAX TSNAXIP1 UCHL1 ULBP1 USF3 VAMP1 WNT6 ZFP30 ZNF169 ZNF276 ZNF319 ZNF777 GSE24972_MARGINAL_ZONE_BCELL_VS_FOLLICULAR_BCELL_IRF8_KO_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24972_MARGINAL_ZONE_BCELL_VS_FOLLICULAR_BCELL_IRF8_KO_DN A4GNT ABCA6 ADAM2 ADAP2 ADGRV1 ADRA1A ALG1 ALPK1 AP1B1 APAF1 ARF4 ATF7IP2 ATG9A ATL2 AUH B3GALNT1 B4GALT1 BAG1 BBX BCL7C BRCC3 C19orf81 C1orf50 C1orf52 CABP5 CCL19 CCNB1IP1 CCPG1 CD38 CEP104 CFAP298 CFAP68 CHKA CHP2 CIDEA CLIC6 CLUAP1 CNOT8 CNRIP1 CPSF7 CTDSP1 CTLA4 CTNND1 CTSB CYP2J2 DAB2 DCAF12 DNAAF8 DNAH12 DNAJA3 DNAJC18 DOCK4 DSTN DUSP1 ECI2 ELMOD2 EPHX4 EXT1 FADS6 FAM210B FBXO22 FBXO36 FCGRT FILIP1L FKBP5 FOXH1 FRMD4B GATM GDAP2 GHRHR GNG2 GOLGA7B GPAT3 GPR180 GSR H3-5 HARBI1 HEPHL1 HERPUD1 HMGA2 HMGB1 ICOSLG IFT25 IFT57 IL18 IQGAP2 IRF2BPL ITGA2B ITGA5 ITGB7 ITLN1 KAT8 KAZN KCTD5 KDF1 KIAA0040 KIAA0319 KLHL24 KLHL7 LAMTOR3 LIPG LMF1 MAF MDM4 MEFV MESD MGAT4A MIDEAS MIPOL1 MIS18A MMP10 MT2A MT3 MYO10 MYO7B NBN NDRG1 NELFCD NIPAL1 NMRK1 NOS1 NOTCH4 NPY4R NR1I2 NTN5 ODAD4 ORM2 OVOL1 PAOX PATL2 PCCA PEAK1 PEX13 PHYH PHYHD1 PICALM PIGB PITX1 PLA1A PLCB4 PLCD3 PLEKHF1 PMP22 POP5 PPM1E PRKAR2A PTGDR PTGER2 QRFPR RHOD RMND1 RNASE2 RNASE4 RNF103 RNF34 RPAIN RPP30 RTRAF SASH1 SCML4 SELP SERPINB1 SERPINE1 SLC13A3 SLC17A1 SLC49A4 SLC4A8 SLFN13 SNX16 SPAG4 SPDEF SRD5A1 STK36 STX11 TAGLN3 TCTN3 TENT5A TFAP2E THBD TIGD2 TMEM107 TMEM174 TMEM247 TMEM9 TMOD1 TNFSF4 TNS1 TRPV4 TSNAX UROC1 VAX1 WASHC2A WDR44 WNT7B YPEL5 ZBTB39 ZC3H11A ZFYVE28 ZNF703 GSE24972_MARGINAL_ZONE_BCELL_VS_FOLLICULAR_BCELL_IRF8_KO_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24972_MARGINAL_ZONE_BCELL_VS_FOLLICULAR_BCELL_IRF8_KO_UP ACAD10 ADAMTSL4 ADCK5 ADGRL4 AIF1 AK1 AMOTL2 ANAPC16 ANKRD22 ANKRD37 ANLN AP1S2 APOBR APP ARG1 ARHGAP42 ASB3 ASCC1 AXL BOK BUD31 C11orf86 C5orf24 C9orf78 CACNA1D CAD CBR3 CCDC124 CCND1 CCPG1 CD74 CDH2 CDR2L CLEC4E CLK3 COL4A2 COL4A5 CPE CREBRF CSK CSMD1 CTSE DDHD1 DDX24 DEF8 DYRK3 DZIP1 ECE1 EIF2B5 EMILIN2 ENSG00000285566 EVA1B EXOC3 EZR F2R FAM171B FAM32A FAM83D FDXR FGG FHOD3 FOLR2 FRMD5 FST FTMT FXYD2 GALNTL5 GATA4 GGCX GINS1 GMFG GPX8 GREM1 GRK2 GTF2H2 HDDC3 HDLBP HLA-A HLA-DMA HLA-DMB HLA-DQA1 HMMR HNMT HNRNPA0 HOXA11 HPRT1 HR HS3ST1 ICOS ID1 IDNK IL18BP IL22 IPMK IPO11 IRF1 JTB KANSL2 KCNMB4 KDSR KIAA1217 KLF11 KNTC1 LDLRAD3 LGALSL LIMK2 LMNB2 LRRC8C LTBR LUZP1 MAP4K2 MAPK8IP3 MDM2 METTL13 METTL26 MIF MTHFD1L MXD1 MYO1D NAA16 NAT8L NEXMIF NFIL3 NGDN NLRP3 NUAK1 OTUD7A PAN3 PAPSS2 PBXIP1 PCOLCE PDLIM7 PDXDC1 PDXP PIGB PLEKHG3 PLK3 PPM1L PRC1 PRKCSH PRMT8 PROCA1 PRR32 PTCHD1 PTPRG PTPRK PXDN RAB24 RAB5IF RBAK RBM28 RGS13 RIPOR1 RMND1 RPS6KB1 RTCB RTEL1 RUVBL2 RXRA SCAMP3 SEC14L1 SERF2 SLC28A2 SLC28A3 SLC46A3 SLC6A12 SLC7A11 SLC9A9 SOCS2 SPATA13 SPOCK2 SQSTM1 ST6GALNAC3 SUMF2 SYNE2 TAFA5 TCERG1 TCHH TDRP TF TIMP1 TM4SF1 TMEM37 TMEM63A TNRC6B TPH1 TRIP10 TSC2 UBE2B UBE2C UBE2V1 UBLCP1 UBXN2A UHRF1 USP2 YPEL2 YPEL5 ZC3H15 ZMYND8 ZNF569 GSE24972_MARGINAL_ZONE_BCELL_VS_FOLLICULAR_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24972_MARGINAL_ZONE_BCELL_VS_FOLLICULAR_BCELL_UP ABCC10 ACE2 ACP1 ACP5 ACSL3 AGL AHCYL1 AMZ1 ANGPT2 ANKRD45 ARHGEF16 ATP6V1H B3GNT3 BHMT2 BMAL1 BRSK2 BST2 C19orf44 C1orf216 C8G CAPN11 CASP8AP2 CCDC97 CCNB1IP1 CCSER1 CD200 CD22 CD300LD CDC123 CDK20 CFAP47 CFAP57 CHRNA7 CIB3 CLCN1 CLIC6 CORO2A CPA1 CRK CSAD CYRIA DBT DCAF12 DCST1 DDI2 DDX42 DENND10 DENND2A DHRS1 DHX58 DLG3 DLGAP1 DMXL1 DNAAF8 DOC2A DOCK3 DUSP4 EPS8 FABP7 FAM185A FAM204A FGL1 FIBCD1 FYB1 FZD7 GABRG3 GADD45A GADD45GIP1 GALNT6 GIPC2 GKAP1 GNB4 GNGT2 GPT GREB1L GSDME GXYLT1 HES6 HEXB HMGXB4 HMX1 HNRNPA3 HOOK1 HOXA11-AS HOXA7 IL17RB IL17RE IMPACT IRAG2 IRS4 ITGB7 ITK KDM4A KERA KIF13A KLHL18 KLK7 KNOP1 KPNA3 KRT27 L1TD1 LACTB LARGE2 LCMT1 LTA MAP3K10 MAP6 MAPRE3 MARCHF6 MCTP2 MCUR1 MDGA1 MICAL1 MISP MMGT1 MORN3 MPHOSPH6 MTMR1 MTMR10 MTREX MTSS1 MYO1E MYT1L NACC1 NCOA4 NDUFA1 NDUFAF2 NEDD4L NIT2 NKRF ODF2L OR51E1 OVOL1 PACC1 PAX4 PDE8B PDLIM5 PDZK1 PFDN2 PFKFB4 PGAM1 PINK1 POGLUT3 PRDX2 PRR23A PRSS22 PRSS46P PTHLH PTS RAB6B RASA1 RGS1 RHOJ RNF19B RPS6KA2 RSRC2 SEC24C SEPTIN11 SIK1 SLC24A4 SLCO2B1 SLITRK1 SMIM6 SMIM7 SNORD89 SNX32 SON SPATA18 SPIN1 SRXN1 SYT16 TAF11 TBC1D25 TCAP THOC1 TIPRL TMEM247 TMEM252 TNFAIP2 TPSG1 TRIM45 TRPC4 UPK3BL1 USO1 USP25 VASH2 VPS37C VPS53 WDFY1 WDR83OS WIPF2 YWHAH ZC3H12D ZC3HAV1 ZFYVE9 ZNF532 ZNF616 ZNF706 ZNF879 GSE24972_WT_VS_IRF8_KO_MARGINAL_ZONE_SPLEEN_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24972_WT_VS_IRF8_KO_MARGINAL_ZONE_SPLEEN_BCELL_DN ACBD5 ACBD7 ACTL9 ADAMDEC1 ADM2 ADNP AGGF1 ANKDD1B ANKRD34B ANKRD52 ANO9 APEX1 APOC3 ARHGAP21 ARHGEF2 ASXL2 ATF2 ATP6V0D2 ATP6V1G1 B2M BAZ2B BECN1 BLOC1S6 BMP10 BPIFA1 C18orf54 C1orf210 CADM3 CADPS CAPN11 CASD1 CBLN4 CCDC191 CCNY CDCA7L CDHR3 CEP83-DT CER1 CFAP97D1 CLDN19 CLDN9 CNGA1 CNRIP1 COMMD10 CPEB4 CPVL CRYGS CTRB2 CWF19L2 CXorf49B CYP11B1 CYP24A1 CYP2F1 DMRT1 DOCK11 DSE ELOVL3 EPPIN ERICH2 ESD FAM210B FAM221A FGF2 FGF21 FMO3 GALNTL5 GCA GHRH GK5 GPR101 GSTM1 GTF2A1L H2BC13 HCRTR2 HRH4 IL1RAPL2 IL27RA IL9 KCNC1 KCNH1 KCNK12 KHDRBS2 KLF17 KNOP1 KRT12 KRT26 KRTAP17-1 LAMC2 LATS2 LCLAT1 LETMD1 LGALS2 LIX1 LRFN2 LRIT1 LRP2BP LRRC49 LZTFL1 MARVELD2 MBTPS2 METTL7B MGLL MLC1 MMP12 MRE11 MRPL9 NGB NKPD1 NLRP4 NODAL NPLOC4 NRGN OR11H4 OR4E2 OVOL2 PAH PAPOLB PAX5 PCMTD2 PDE11A PDYN PDZRN4 PIGH PIGR PJA1 PLA2G2F PLA2G4D PLEKHG6 PLG PLPP5 PNLIPRP2 POM121L12 PPIL6 PPP1R42 PPP1R7 PPY PRDX1 PROB1 PRSS56 PSAP PVT1 PXT1 RAB6B RAPGEF4 REG4 RGL1 RHOF RIPK4 RNF133 RNF150 RSPH6A RTN4 SERPIND1 SLC22A16 SLC25A36 SLC25A48 SLC5A9 SMIM7 SMR3A SPATA19 SPCS1 SPINK1 SPTLC1 SRRD SSBP1 SSR1 SSTR5 STEAP2 STPG3 TAF3 TAS1R3 TBX5 TEKT5 THEGL TMED6 TMEM52 TNS1 TOMM20L TOMM22 TPGS2 TRPC6 TSPO2 TSSK6 TTC21A TVP23B UBD UBE2D3 UGT2B10 UNC13A UNC45A VGF VN1R5 ZBTB37 ZFP62 ZIC4 ZNF385B ZNF532 ZNF597 ZNF644 GSE24972_WT_VS_IRF8_KO_MARGINAL_ZONE_SPLEEN_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24972_WT_VS_IRF8_KO_MARGINAL_ZONE_SPLEEN_BCELL_UP AAMDC ABL2 ACTR10 ADAM8 ADAMTS1 ADGRE5 ADIPOR2 AFAP1L1 ALOX5AP ANKRD29 APOBEC1 ARHGAP19 ARHGEF12 ATP8A1 ATRNL1 B4GALT1 BABAM1 BMPR2 BZW2 CAMK2N1 CAPN2 CARD19 CARHSP1 CCDC59 CCDC82 CD164 CDH18 CDK11B CEPT1 CFAP119 CGNL1 CHP1 CLCN5 CNDP2 CNN2 COL18A1 COPG1 COX4I1 CPEB2 CSRNP1 CTDSP1 CXCR4 CYP2R1 DDHD1 DEF8 DEPP1 DOCK10 DRC1 DUSP1 EIF1AY EIF4A2 ELOF1 EXT1 EXTL3 FABP4 FAM110C FAM120B FASTKD1 FHIP2A FMO5 FRAT1 GAB2 GAS6 GATA1 GATA6 GDA GGH GOLGA1 GPAT3 GUSB HEMGN HEXA HIPK1 HNMT HSPB1 HTATIP2 HTRA1 ID1 IFNGR1 IKBKG IL1RN INAFM1 INPP4A IRF2BPL JUN KANSL1 KCNK6 KCTD6 KLF15 KRT33A LAMA3 LIPG LMNA LPXN MAP3K6 MCEE MDFIC MDP1 MED27 MFSD1 MGST3 MPPED1 MRAS MRPL2 MST1R MT1E MT3 MTDH MTMR14 MTSS1 MXI1 MYCBPAP MYD88 NAAA NAB1 NAPEPLD NET1 NR2C2AP NRG4 NTS OR4E2 PAG1 PAN3 PAPOLB PARP12 PCMTD2 PDZD11 PELI2 PIGA PLPP1 PMP2 PORCN PRR15L PSMD1 RAB11A RAB39A RAB3GAP2 RBM47 RBSN RCSD1 RGS1 RIMOC1 RNASEL RNF144B RNF169 RPL22L1 RTCB SELENOP SEPTIN8 SFMBT2 SH3PXD2B SIRT7 SLC22A16 SLC26A11 SLC2A10 SLC2A8 SLC66A1 SLMAP SMURF2 SNX14 SORBS1 SOX30 SRP19 SSH2 STPG3 STX5 STXBP3 SUCLG2 TENT5A TERT TFRC TMBIM1 TMEM150B TMEM222 TMEM87B TMTC3 TNRC6B TRPC4 TSPYL4 TTC30A TXLNG UFM1 ULK2 USP25 VCL VMAC VPS26C VPS4B WDR26 WDR45 WIPI1 WIPI2 WWP1 XBP1 ZAR1 ZBED4 ZC3H15 ZFAND3 ZNF471 ZNF740 GSE24972_WT_VS_IRF8_KO_SPLEEN_FOLLICULAR_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24972_WT_VS_IRF8_KO_SPLEEN_FOLLICULAR_BCELL_DN ABI2 ABI3 ABR AGAP2 AHCYL2 AHI1 ALAD AMBP AP5B1 APBA2 ARMC7 ARMCX6 ASB8 ASF1B ATP6V1E1 ATXN10 B3GLCT B4GALT5 BANK1 BCL2 BEST1 BLOC1S5 BTBD1 BTK C11orf54 C12orf75 C15orf61 C1orf105 CCDC9 CCT6A CD300C CD300LB CD79B CDCA7L CDKL3 CEMIP2 CFB CFP CHMP7 CHST12 CIT CKAP2L CLPTM1 COX6A2 COX6C CRB3 CREG2 CRELD2 CSF2RA CXCR5 CYFIP2 DCST2 DNAJB14 DOCK2 DRAM1 DTNBP1 EBI3 ENO1 ERF ESRP1 ETS1 EYA2 FADS2 FBXW9 FLII FMNL3 FOXO3 FUOM FUT7 G6PD GAS2L3 GFRA1 GIMAP1 GIT1 HIVEP3 HLA-DMB HM13 HNRNPLL HRG HSPA4L IARS2 IKBKE ILF3 ILVBL INKA2 ITGA1 JADE3 KAZALD1 KCTD11 KCTD14 KDM1A KDM2B KNTC1 LATS1 LHFPL2 LONP2 LXN MAGED1 MAP6 MAST2 MBD3 MCOLN2 MDM2 MID1IP1 MRI1 NAA35 NAB2 NAP1L1 NAXE NFKB2 NIPSNAP3A NRROS NSUN2 NUP107 NUP133 NUP205 NUSAP1 NXPE2 NYX OCSTAMP PAK4 PCSK4 PDGFA PIGC PIGN PIGP PIK3AP1 PKMYT1 PLPP3 PLPP5 POC1A PPP1CC PRAM1 PRELID3B PRIM1 PRRT1 PSMB9 PTK7 PTPRC PTTG1IP PYCARD RAD51D RBPMS2 RCOR2 RELB RFX8 RGS16 RNASE6 RPS6KA3 SAPCD2 SCD SDC3 SDHC SEC22B SERPINB12 SHC1 SIMC1 SKAP1 SLC11A1 SLC48A1 SLC7A14 SLIRP SMYD3 SNRPF SNX11 SORL1 SPACA9 SPATA13 SPI1 SPIN1 SREBF2 STAU2 SUSD6 SYNGR1 TBC1D31 TCF3 TENM4 THOC1 TKT TMEM106C TMEM131 TMEM184B TNFAIP3 TOPBP1 TPI1 TRIM8 TRIP13 TRPM1 TST TTC9C TTL TTLL12 UBE2C UBL4A UNC93B1 USP42 VAV2 XPO1 ZBTB44 ZC3HAV1 GSE24972_WT_VS_IRF8_KO_SPLEEN_FOLLICULAR_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE24972_WT_VS_IRF8_KO_SPLEEN_FOLLICULAR_BCELL_UP ACAP1 ACO1 ACSL3 ADNP AGGF1 AGO1 ANO9 AP1M1 APEX1 APOC3 ARHGAP4 ARMCX6 ASXL2 ATP9B BPIFA1 BTG4 C18orf54 C2CD5 C9orf64 CD276 CD2AP CD3E CD3G CERS6 CKM CLTRN CNGA1 COPRS CPEB4 CUL9 CXCR6 CYB5R2 CYP3A7 CYP4A11 CYP4X1 CYP51A1 DBX2 DCST2 DENND3 DHCR24 DHCR7 DHRS13 DIO2 DLGAP2 DLGAP5 DMWD DNAH11 DOCK11 DPYS DUBR DUOX1 DUSP6 DVL2 E2F2 ELOVL6 ENO1 EPB41L1 EPHA6 ERCC6 ETV1 EXOC7 FAM83D FASN FDFT1 FGF17 FN1 FTMT FZD1 GALNT14 GFOD1 GIMAP4 GINS2 GJA8 GLMN GRHL3 GSTM1 H1-2 HIVEP3 HNRNPUL1 IDH2 IFIT2 IGHM IKZF3 IL1RAPL2 IL2RB ILF3 INKA1 INKA2 IRX5 JARID2 KCNJ9 KCTD11 KHDRBS2 KIF13A KLF2 KNTC1 LAMB3 LAT LELP1 LIX1 LLCFC1 LRIT1 LRRC75A LYL1 MAGEB5 MAP4K1 MARVELD2 MCM10 MELK MET MTHFD1L MTO1 MYOF N4BP3 NAA11 NDUFA9 NES NIBAN3 NLRP6 NRCAM NUBP1 NUP50 OLFM1 ORC5 OTP OTX1 PAFAH1B3 PCDH7 PDPN PER3 PHLPP1 PIGH PJA1 PKP2 PLA2G4D PLAC8 PLCG2 PLD4 PLG PM20D1 PPHLN1 PPP2R1B PRELID2 PRKAR2B PRRT1 PSMA4 PSRC1 PTGIS PWWP2A QDPR RAPGEF5 RASSF4 RBPMS2 RFC2 RGS7BP RHOF RILP RNF11 RPS6KC1 RSL24D1 SDC1 SEMA4A SGMS2 SGSM2 SLC25A36 SLC35B2 SLC38A10 SLC9A3 SOX7 SPATA16 SPATA19 SPG11 SRRD SSR1 STEAP4 TBC1D2B TBCE TIA1 TLE6 TMEM178A TNFRSF13C TOX2 TSC1 TSPO2 TXNRD3 UBASH3A UBE2R2 UCHL1 USP5 VN1R5 VPS13A VSIG10 WDR73 ZBTB37 ZIC4 ZNF385B ZNF644 GSE25085_FETAL_BM_VS_ADULT_BM_SP4_THYMIC_IMPLANT_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25085_FETAL_BM_VS_ADULT_BM_SP4_THYMIC_IMPLANT_DN ACOD1 ACP2 ADAM17 ADAM19 ADGRL2 AGPAT2 AIRN ALG1 ANO10 ANXA4 ANXA5 AOAH ARID1A ATF3 ATRNL1 AZIN1 BASP1 BCL10 BIRC3 BRI3 C1QC C3 CASP1 CASP4 CBL CCDC115 CCND1 CCNYL1 CD22 CD82 CIAPIN1 CITED2 CLCN7 CLEC6A COPG2IT1 CPSF2 CRELD2 CSF3R CTSZ CWC22 CXCL3 CYB5R1 CYFIP1 CYRIA DDHD1 DHCR24 DHRS11 DIAPH2 DNAJB11 DPH6 DRAM1 DUSP4 EGR1 EHD1 EIF1AY ETS2 ETV5 FABP4 FABP5 FAM20C FAM3C FGD3 FMNL2 FNBP1L FPR2 GDPD1 GPR162 GPR180 GPR84 GREM2 H1-2 HAPSTR1 HGSNAT HIF1A HIVEP3 HNRNPD HP HPSE HSPA5 HYOU1 ICAM1 IDE IFNAR1 IGF1 IGF2BP2 IL1RN ISG20L2 ITGA9 ITM2B KLF13 KLF6 KLF7 LACC1 LARP1 LMBR1 LRCH3 MAN1A1 MANF MARCKSL1 MCOLN2 MCUR1 MIR99AHG MLLT6 MMP12 MMP13 MMP14 MOCOS MS4A7 MYH10 MYO10 N4BP1 NAA25 NAB1 NADK NAGK NAP1L4 NEAT1 NFIX NFKBIA NFKBIE NINJ1 NLRP3 OPTN P2RX4 P3H3 PDIA6 PFKFB3 PINX1 PLA2G7 PLD2 PLD3 PLEK PLGRKT PLK2 PLXNA2 PRR5L PRXL2B PSMA3 PSTPIP2 PTGER4 PTMS RAB20 RALGDS RAP2B RASSF4 RBPJ RELB RFFL RGS3 RNF19A RNF2 RNPEP RUFY1 RUFY3 SAA1 SAV1 SEC24D SELENOS SEMA4D SERPINB8 SHMT1 SLAMF8 SLC11A2 SLC15A3 SLC35B1 SLC48A1 SLCO3A1 SNX2 SNX29 SOD2 SORL1 SQLE STAB2 STK40 SYN1 TASOR TFRC TLR2 TMEM176A TMEM176B TMEM178A TMEM205 TNFAIP3 TNFRSF1A TNIP1 TPM3 TRAF1 TRIO TRMT61A TTC39B TTLL11 UBE2F USO1 UTP25 VPS29 WSB2 ZC3H12C ZFAND5 ZFP90 GSE25085_FETAL_BM_VS_ADULT_BM_SP4_THYMIC_IMPLANT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25085_FETAL_BM_VS_ADULT_BM_SP4_THYMIC_IMPLANT_UP ACER3 ADAM19 ADCY3 ADGRL2 AHSA1 AIDA AIMP2 AKAP10 ANXA1 APP ATF3 ATP6V0C BATF2 BRIX1 BZW2 C11orf68 CALHM6 CAMTA2 CCL4 CCT3 CD180 CD40 CD82 CD86 CDK14 CDKN1C CDYL2 CERS6 CGAS CHMP4B CLCN7 CMPK2 CNP COL6A2 COX18 CWC22 CXCL11 DDIT3 DDX18 DDX39B DDX60 DEGS1 DIAPH2 DIO2 DNAJA3 DPH6 EGR1 EIF1AY ELL2 ENPP4 ENTPD6 FABP5 FLRT2 FNBP1L FOXRED1 GALNT11 GASK1B GBP4 GJC1 GLG1 GLRX GNAS GSDME H1-2 HAO2 HCAR2 HELZ2 HERC6 HLA-B HMOX2 HPSE HSD17B12 IDE IFI35 IFIH1 IFIT1B IFIT2 IFIT3 IFNAR1 IGF2BP2 IL7R IRF7 ISG15 ISG20 JAK2 JPH2 KAT2A LACC1 LCP2 LENG1 LIPA LMBR1 LRP12 LTO1 LY6E LY9 MAFG MAGOHB MARCHF5 MAT2A METRNL MMP13 MMP9 MRPL12 MRPS2 MTDH MTHFD2 MVP MX2 MYD88 NAB1 NADK NFE2L2 NGRN NOP56 NR2F2 NRROS NT5C3A OAS2 OASL OGFR P3H3 PARP12 PARP14 PAWR PCCA PCGF5 PDE4B PDE7B PDXK PLEKHO2 PLXNA2 PNPT1 PPA1 PPFIBP2 PPM1G PPP1R15A PSMB8 PSME1 PTTG1 RAB20 RBPJ RELB RMDN3 RNF19B RSAD2 RTP4 SAMD9L SAV1 SDC4 SELENOS SEMA4D SERF2 SERPINB9 SERTAD1 SLC31A2 SLC35B1 SLC39A10 SLFN13 SMYD5 SOCS3 SORL1 SP110 SPIC SPPL2A SRGAP2 SRSF3 ST6GALNAC4 STAP1 SYNJ1 TAPBP TAPBPL TASOR TBC1D8 TDRD7 TGFBR2 TMCC3 TMEM230 TPM3 TPST2 TRAF1 TRAF3 TRIM14 TRIM21 TRIM34 TRIM44 TRMT61A TSR1 TUSC1 UBC UNC50 UNC93B1 VEGFA WSB2 ZBP1 ZBTB2 ZC3H12C ZCCHC2 ZFAND5 ZUP1 GSE25085_FETAL_LIVER_VS_ADULT_BM_SP4_THYMIC_IMPLANT_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25085_FETAL_LIVER_VS_ADULT_BM_SP4_THYMIC_IMPLANT_DN ACADM ACRBP AHCY AIMP1 ANP32E ARHGAP11A ARHGAP9 ATAD2 ATAD5 ATL2 ATP5F1D B9D2 BCAP31 BORA C1orf21 C4orf46 C9orf40 CBX5 CCNE2 CCR2 CCT4 CD109 CD2BP2 CDC25C CDC45 CDCA8 CDK19 CDKN2D CENPE CENPL CENPO CENPP CENPT CENPU CEP128 CEP20 CEP44 CEP55 CEP83 CEP89 CEP95 CHEK1 CIP2A CNPY4 CYP4F3 DBP DDT DESI2 DHRS7B DHX40 DPP8 EBP ECT2 EEF1G EHMT2 EIF2A EIF3H EIF3L ELOA ERCC6L ERGIC3 EZH2 FANCD2 FBXL8 FOXM1 FXR1 G2E3 GEMIN8 GID4 GINS2 GMNN GNPTG GRK2 GTSE1 H2AX H3C4 HACD4 HASPIN HMGB3 HMGN5 HNRNPA1 HP1BP3 HPGD IDH3G IFT80 IMPA2 KIF18A KIF20A KIF20B KIF22 KMT5C KNL1 LANCL2 LCMT1 LMNB2 LRRC40 LRWD1 LSM4 MAB21L2 MCM4 MDH1 MELK MIS18A MLF1 MPHOSPH9 MR1 MSTO1 NCAPD2 NCAPH NCBP3 NDRG3 NEIL3 NELFCD NEURL1B NHEJ1 NPRL2 NRM NTAQ1 NTPCR NUCKS1 NUDT1 NUP107 NUP155 OAZ2 OIP5 PABIR2 PAICS PARD6A PARPBP PBX3 PCNT PCYT1B PHF5A PIAS3 PIF1 PLK4 PLP2 PMS2 POLA1 POLD4 POLE PPP2R5D PRIM2 RAD51AP1 RBM11 REEP4 RFWD3 RIPK3 RPA2 RPL3 RPN2 SERPINI1 SIAE SLA SLC25A39 SLC36A2 SLC39A8 SLC9A6 SMC4 SPC24 SPN STIL STING1 STK35 STK38 SUCLA2 SURF1 SUV39H1 SYCE2 TBL1XR1 TEDC1 TEF TERF1 TMED4 TMEM107 TNFRSF13B TOPBP1 TPMT TRIM59 TRMT2B TSGA10 TTC9C TTK TUBA1A TUBB4B TXNIP UBE2S UEVLD UHRF1 ULK1 USP3 VKORC1 VRK1 WARS2 WDHD1 WEE1 ZFAND4 ZNF106 ZNF277 ZNF467 GSE25085_FETAL_LIVER_VS_ADULT_BM_SP4_THYMIC_IMPLANT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25085_FETAL_LIVER_VS_ADULT_BM_SP4_THYMIC_IMPLANT_UP ACP6 ADPRM ADSS2 AGO4 AHCY ANKRD37 ANKRD44 AP5S1 ATP2A3 BBS9 BORA BPNT2 BRD8 BTF3 BTG2 C19orf38 C4orf46 CAPG CCDC125 CCNI CD109 CDC25C CENPO CEP20 CEP44 CEP57 CEP89 CEP97 CFAP20 CHCHD3 CIR1 CKS2 COMMD8 COPS5 CSNK2A2 CSTPP1 CWC25 DAP3 DAZAP1 DDX11 DDX50 DOK3 EIF2S3 ENTPD5 ERCC6L ERGIC3 ERLIN1 EXO5 FAM107B FAM151B FBXL8 FMO5 FRAT2 FUCA2 GINS1 GMNN GNB1 GPX1 H2AX H2AZ1 HACL1 HASPIN HAUS5 HINFP HNRNPA2B1 HSPB6 IFT80 IMP3 ING2 INIP IQCC KCTD9 KDM2B KIF18B KIF22 KIFC1 KLHL24 LAMTOR4 LMNB2 LRWD1 LSP1 LY6G6D MAGED2 MANBA MCM8 MCUB MDC1 METTL7A MICOS13 MSL3 MTA2 MZT2B NANS NARF NAT9 NDUFB11 NEURL1B NOP53 NTAQ1 NUBP1 NUP50 PABIR2 PAFAH2 PAICS PARPBP PCMTD2 PCYOX1 PDCD4 PFDN5 PHF19 PI4K2B PIAS2 PIP4K2A PLK4 PLP2 PMM1 PMS2 POLDIP2 PON3 POT1 PRR13 PTRH2 RACK1 RAD51AP1 RASSF3 REEP4 RFWD3 RNF180 RPL34 RPL41 RPL7 RPLP1 RPS18 RPS5 RPS6KA5 RPS8 RSF1 RTCB SCP2 SELENOM SEPTIN10 SEPTIN6 SERINC5 SHB SIGIRR SIRT3 SLC39A8 SLC44A2 SLC66A3 SLF2 SMC4 SMIM13 SMPD1 SNTA1 SOCS6 SPC24 STK26 TAF9 TBRG1 TEF TERF1 THBD TIFAB TJP3 TMEM183A TMEM263 TMPO TNFAIP8L2 TNFRSF13B TOB1 TOMM22 TRMT2B TSC22D3 TSGA10 TTC4 TTC9C TUBB4B TXNIP UBALD2 UBE2B UBE2J2 UBXN1 UEVLD UFSP2 ULK2 UROD VPS13A VPS26C WARS2 WDR45 WEE1 XBP1 YIPF4 YPEL2 YPEL3 ZBTB8A ZMYM2 ZNF260 ZNF622 ZNF652 GSE25085_FETAL_LIVER_VS_FETAL_BM_SP4_THYMIC_IMPLANT_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25085_FETAL_LIVER_VS_FETAL_BM_SP4_THYMIC_IMPLANT_DN ABHD5 AHRR AIG1 AKAP7 AKR1C3 ANKRD50 APMAP APP ARG1 ARG2 ARHGAP6 ARNT ARRDC3 ATF4 AZI2 B4GALNT2 BEND3 BRWD1 BST1 BTG3 C1GALT1C1 C1R CCDC126 CCL5 CCNL2 CCRL2 CD164 CD1D CD274 CD74 CD86 CEP57 CHCHD10 CHRNA3 CLMP CNDP2 COL19A1 CRTAP CXCL6 CYTIP DIPK2A DMXL2 DNAH2 DPY19L1 DTNB DYNC2H1 ECHS1 EGR1 EGR2 EIF5 ETHE1 ETNK1 ETV5 F10 FABP4 FABP5 FAM43A FBXL5 FCGR2A FCGR3A FGR FLRT3 FNDC3B FPR1 FPR2 FREM2 FTH1 GADD45A GAS2 GBP6 GCA GCH1 GCLC GCNT2 GDE1 GDI1 GJA1 GLIS3 GNGT2 GOT1 GPR15 GPX4 GRK6 GSTM1 H1-2 H3C14 HELZ2 HIPK2 HLA-C HP IFITM3 IKBKG IL6ST IL7R INHBA IRF2BPL JAG1 JUNB KCNK13 KDM6B KDM7A LAMP2 LITAF LONRF3 LPAR1 LRRC8D LTB4R MAFB MARCO MBD2 MCFD2 MCOLN2 MFAP3L MGST2 MMP12 MMP8 MMP9 MOV10 MSR1 MTHFD2L MYL12B MYO10 NEAT1 NFIL3 NLRC5 NR1D2 NR3C1 NUFIP1 NUS1 OSM P2RY13 P2RY14 P4HA1 PAG1 PARP14 PCK1 PGRMC1 PHLDA1 PHYHD1 PLA2G4A PLA2G7 PLBD1 PLEKHA3 PLEKHG1 PLPP3 PLXDC2 PMP22 PRDX5 PRKAA1 PSMB9 PTGER2 PTTG1IP RAB12 RAI14 RAP2A RCBTB2 RIPK3 RNASEL S1PR1 SCAMP1 SERPINB2 SERPINB8 SGMS2 SLC15A3 SLC16A1 SLC25A30 SLC6A12 SLC9A3 SLPI SMIM3 SMOX SNAI3-AS1 SNORD89 SNX24 SPRY2 SRGN SVIL TANC2 TCP10L TENM1 TF TGDS TGIF1 TMEM106B TMEM171 TMEM204 TMEM243 TMEM248 TMEM37 TPCN2 TPD52 TPST1 TRIM25 TSPO TUBB6 UBXN2A UCMA VCAN XDH ZNF503 GSE25085_FETAL_LIVER_VS_FETAL_BM_SP4_THYMIC_IMPLANT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25085_FETAL_LIVER_VS_FETAL_BM_SP4_THYMIC_IMPLANT_UP ABHD14B ACAT1 ACOT7 ACTG1 ADGRE1 ALKBH8 ANG ANKFY1 AP1G2 AP1S2 ARHGAP15 ARHGAP18 ARHGAP30 ARHGEF6 ARHGEF7 ATP5PO ATXN10 AURKA BCAT2 BLOC1S5 BTBD6 BTF3 C11orf54 CAV1 CCAR2 CCDC90B CCNA2 CCNB2 CCT2 CD300A CDCA8 CDK1 CENPE CKAP2L CORO1A CSTF3 CYP4F3 DCPS DDX41 DDX56 DET1 DHX57 DIAPH3 DMAC1 DNAJC2 DNPEP DOCK10 EEF1AKMT1 EIF3E EIF3K EIF3L EIF4B EPS15L1 EVI2B EXO5 EXOC3 FDPS FKBP15 FUT4 FXR1 G6PD GATM GFM2 GMPS GNG2 H2AZ1 HDAC1 HERPUD1 HEXA HMGCR HNRNPLL HPGD ICA1 ICAM2 IDH3G IMPDH2 INKA1 ITGA8 ITGB7 KCNK12 KIAA0319L KIF22 KNTC1 LCP2 LIMA1 LIN37 LMAN2L LRRC41 LTC4S MADD MBTD1 MDP1 MED22 MICU2 MMACHC MPP1 MRPL45 MRPS28 NADK NANS NAPSA NAXE NDUFAF1 NECAP1 NME2 NOD1 NOL7 NSA2 NSDHL NSUN6 NUCB2 NUDT5 NUSAP1 OMA1 PABPC1L PAFAH2 PCLAF PDE2A PDIA3 PDLIM2 PDZD11 PHKB PIK3R5 PIM2 POLB PPP1R11 PPP1R21 PRC1 PRIMPOL PRKACB PRPF3 PRSS50 PSMD6 PSRC1 PTMS PTPRO PUS10 RACGAP1 RAD51 RAMP1 REXO4 RFX7 RFXANK RGS10 RGS18 RIOX2 RIT1 RPL13 RPL17 RPL32 RPL35 RPL7L1 RPS19 SDHB SESN1 SF3B2 SH3KBP1 SKIL SLA SLC25A10 SLC25A13 SLC25A45 SLC2A3 SLC31A2 SLC39A6 SMPD5 SPAG7 SPG11 SRP54 SRP68 ST18 STAC STAM STARD4 SWAP70 TBRG1 TEX15 TEX30 TIMM21 TM4SF5 TOP3B TP53INP1 TPGS1 TRPC4AP TRPV2 TUBB TWF2 TXNRD2 UBAP2L UBE2C UBE2N UFSP2 ULK2 USP15 USP22 USP30 VIPAS39 ZKSCAN8 ZNF124 ZNF629 GSE25087_FETAL_VS_ADULT_TCONV_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25087_FETAL_VS_ADULT_TCONV_DN ABHD14A ACVR2A ADAM17 ADAMTS17 AK5 AKR1B1 ALDH1B1 ALMS1 ANKRD49 ANKRD55 APH1B BAIAP2-DT BCL9L BEX5 BIN2 BMI1 C14orf28 CBY1 CCDC65 CD40 CDC14B CELF2 CENATAC CEP68 CHCHD10 CHD1-DT CHIC1 COA5 COQ10A CREBRF CTSF CWF19L2 CXADR DHX30 DLG3 DLGAP1-AS1 DUSP28 DUSP8 DYNLT3 EBF4 EDAR EID2B EPB41L4A-AS1 ERO1B EXOC1 FAM133A FAM184A FAM210B FBXL16 FBXO3 FOXO1 FOXP1 FXYD5 GABBR1 GABPB1-AS1 GAGE1 GAS2 GATAD1 GPM6B GPR157 GSTA1 HAX1 HELQ HLA-DPB1 HPSE HSD17B11 IAH1 IGIP IGSF22 IL10RA IMMP2L IRS2 KANK1 KIF21A KIN KISS1R KLF12 KLF9 KLHL10 KMT2E LENG8 LIG1 LINC-PINT LINC00921 LINC02035 LITAF LYZ MAK MALAT1 MAN2B2 MAP9 MARCHF10 MED31 MEGF6 MICA MICAL1 MID2 MMP28 MPHOSPH8 MSL3 MYLIP NAALADL1 NADSYN1 NCLN NDRG2 NEIL2 NEXMIF NHLRC3 NOX5 NPHP3 NR3C2 NSMCE1 OFCC1 ORAI3 PAIP2B PANK2 PATJ PATL2 PBX3 PEX1 PFDN5 PFN2 PHIP PIK3IP1 PPARD PPP1R3E PRDM12 PRRT1 PURA RAI2 RARB RARS2 RASGRP2 RBM14 REM2 RGS18 RNASEL RPL36 RPS27L RUFY2 RUSF1 SCPEP1 SEPTIN7P2 SH3RF3 SLC26A11 SLC46A1 SLC4A7 SNX1 SNX14 SOX6 SPART SQSTM1 SRSF1 STING1 STRC TCHP TCP11L2 TLE4 TM2D3 TMEM134 TMEM45B TMEM87A TNFAIP8L2 TNRC6A TRABD2A TRAPPC13 TSPO TSPYL2 TUFT1 TXNIP UCP2 UPP1 URI1 VIPR1 VPS35 WDR73 ZBTB37 ZBTB7A ZDHHC23 ZFYVE9 ZNF204P ZNF211 ZNF483 ZNF529 ZNF540 ZNF559 ZNF662 ZNF80 GSE25087_FETAL_VS_ADULT_TCONV_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25087_FETAL_VS_ADULT_TCONV_UP ABCC1 ADAMTS6 ADSL AHRR AIF1L AMMECR1L ANXA2 APRT ATF4 ATIC ATP1B1 ATP5PF B3GNT2 BAX BCL2L11 BRK1 BTN2A2 C12orf4 C16orf46 C3AR1 CADM1 CALML4 CBLIF CCDC50 CCDC97 CCRL2 CCT2 CD38 CD58 CDK2AP1 CDR1 CEACAM1 CENPA CEP83 CHAC1 CHD7 CISD1 CLCN5 COA7 COL1A2 COMMD9 COQ5 COTL1 COX6A1 CRNDE CTSB CTSC CTSL CXCL2 CXCL3 DACH1 DENND1B DNAAF4 DYNLL1 ECE2 ECHDC1 EIF4EBP1 EIF5A EME1 EPRS1 EZH2 FADS1 FAR2 FBLN7 FCGBP FSCN1 GAPDH GLUD1 GRK3 H3C6 HMGA1 HNRNPK HSPE1 IGSF11 IKZF2 IKZF4 IL12RB1 IL2RG INTS7 ITGAE ITPR2 KARS1 KCTD20 KLHL5 KNL1 LBHD1 LINC00487 LMO4 LPCAT2 LRRC2 LRRC28 LRRC59 LTA MAGI3 MBOAT2 MBTPS2 MCCC2 ME2 METTL8 MIR22HG MRPL14 MRPS6 MSH6 MTERF3 MTERF4 NDUFA1 NDUFAF8 NDUFB3 NDUFS3 NDUFS4 NEIL3 NFE2L3 NFKB1 NFKB2 NICN1 NIFK NME1 NOP9 NUP62 NUTF2 ORAI2 OSBPL11 PAK1 PDGFC PGK1 PHACTR2 PHKB PIK3C2B PIP4K2A PKIG PLEKHA5 PLEKHG1 POFUT1 PPP1CC PPP4R2 PRDX1 PRPF4 PSMA2 PSMC4 PSMD14 PSME1 PTEN PTPRK PTX3 PUF60 RBBP8 RCN1 REG4 RFX5 RGS1 RNF213 RPIA RRM2 RXYLT1 S1PR2 SH2B3 SLC16A1 SLC25A5 SLC6A6 SLC7A5 SNRPD3 SORD SOX4 SQOR SSBP1 SSR3 ST6GALNAC1 STAT1 STIP1 SUCLG1 TARS1 TCF3 TDG TIFA TIMM8B TIPARP TMCO1 TMEM135 TMEM19 TMSB4Y TMTC4 TOMM40L TP53 TRIP12 TRIP13 TXNDC16 UQCC2 UQCR10 UQCRFS1 VPS26B WDR4 ZC3HAV1L ZMIZ1 ZMYM4 ZNF106 ZNF154 ZNF711 ZNF827 ZSCAN2 GSE25087_FETAL_VS_ADULT_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25087_FETAL_VS_ADULT_TREG_DN AASS ABCA3 ABCG1 ABHD14A ACSL5 ACSM3 ACVR2A ADAM12 ADAT1 ADCY1 ANKS1B ARHGAP12 ARHGEF12 ARHGEF17 ASAH1 ATG16L1 ATMIN BACE1 BBS4 BCL2L13 BCORP1 BLOC1S3 C12orf42 C14orf28 C2orf88 C9orf72 CACNA1I CAPN3 CCDC66 CCL28 CCR6 CDC37L1 CDC42SE1 CDHR3 CDK5RAP1 CDKN1B CELF2 CEP85L CFAP36 CFAP70 CGRRF1 CNPY3 COQ10A DCBLD1 DGKE DPY19L2P2 DTX4 DUSP12 DUSP16 DUSP18 EML4 ENO2 ENSG00000170846 EOGT ERN1 F2RL2 FGF9 FKBP11 FOSL2 FOXP1 FXYD5 FZD4 GATAD1 GLUD2 GUSBP4 HACD1 HECA HLA-DPA1 HSBP1L1 HTRA4 IDS IL6R IQCH-AS1 IRS2 ITK KALRN KAT6A KCNA3 KIF21A KIF5A KIF5C KLF12 KLF9 KLHL6 KMT2E-AS1 KNCN KRT35 LASP1NB LCORL LIAS LIG1 LILRA6 LIMK2 LINC00294 LINC01550 LITAF LONRF3 LRP11 LRRC8C MAPKAPK5-AS1 MATN1-AS1 MED6 MICAL3 MORC4 MS4A1 MTSS2 MYLIP NAP1L2 NCLN NEAT1 NFATC2 NFIA NFYB NIFK-AS1 NR1D2 NTSR2 OCM2 OGA OPHN1 OSTM1 OXNAD1 PAIP2B PAPLN PATJ PCSK7 PIK3C2A PKP4 PLA2G12A PLEKHA7 POLR3E POLR3F POU6F1 PPP1R2 PPP1R26-AS1 PRRT1 PTCH1 PURA RAB11FIP3 RABGEF1P1 RADX RIPOR2 RNF125 RNPC3 RORA RPL21 RUNDC3B S100A10 SARAF SELP SEMA3G SEMA4D SETD7 SIRT1 SLC13A4 SLC16A6 SLC22A17 SLC25A4 SLC46A1 SNHG10 SNHG28 SORL1 SPAG9 SPTAN1 SRSF7 STAM SYNJ2BP TAGAP TARS3 TATDN3 TGM4 TMEM154 TNFRSF10B TOB1 TRABD2A TRAPPC13 TRIM7 TSPO TTC39C TUBGCP5 TXLNGY TXNDC2 TXNIP UBASH3B UBP1 VPS37A VSIG1 ZFP36L2 ZNF204P ZNF287 ZNF532 ZNF548 ZNF782 GSE25087_FETAL_VS_ADULT_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25087_FETAL_VS_ADULT_TREG_UP ACAA2 ACYP1 ACYP2 ADIPOR2 ADPRH AGRN AIF1 APOO ARPC1B ASMTL ATF4 ATPAF1 BANF1 BATF BCAT1 BMAL2 BRCA1 BRD7 BTNL9 C17orf49 CABLES1 CAD CANX CASP3 CCND2 CD200 CDK2AP1 CDKN2B CEP85 CHCHD4 CMPK2 CORO2B CSRNP1 CTDSPL CTPS1 CTTN CXCL1 CXCL3 CYBB CYFIP1 CYP1A1 DACT1 DDX49 DENND11 DHCR24 DNAH11 DOLPP1 DRAP1 DYNC1I2 DYNC2I1 EHD2 EIF2S1 EIF4G2 EPB41L2 EPHX2 ERP44 ESD EVA1B EVI5 FAF2 FARP1 FEN1 FURIN GCN1 GLO1 GNB4 GNG2 GNG5 GRAMD1B GRHPR GRK3 GSTP1 GTF2H5 H2AC6 HEY1 HIC1 HILPDA HMGB3 HNRNPK HSP90B1 HSPA5 HYOU1 IER3 IL1B ILDR2 ILK ITGAE KDM5B KHDRBS1 KIAA1586 KLHL23 KLHL42 KSR2 LAMP3 LAMTOR5 LARP4 LINC00487 LRP4 LRRC32 LRRC59 LSM3 LTB LUZP1 LZIC MACIR MAN2A2 MAP3K20 MCCC2 MCM2 MREG MRPL13 MRPL15 MRPL27 MTHFD1L MYH10 NDFIP2 NDUFA9 NDUFB7 NFKBIE NHS NOTCH2 NPM3 NUP62 PDIA6 PIGY PLAG1 PMCH POMP PPIF PRDX3 PRMT1 PSMD14 PSME1 PSME2 PTGFRN PTGR1 PTPRK PXMP2 RAB43 RAD21 RALGPS2 RHOA RHOC RNGTT RPA1 RRAS2 SAMSN1 SAP18 SCCPDH SCLT1 SDC4 SIAH2 SLC18A2 SLC19A1 SLC25A20 SLC25A23 SLC25A43 SLC29A1 SLC39A1 SLC7A11 SMCO4 SRP14 STAMBPL1 STARD7 STAT1 STIP1 SUCLA2 TFRC TIMELESS TLR2 TMEM139 TMEM237 TNFRSF18 TNIP3 TOP1MT TOX TRAF4 TRIO TRIP6 TTTY14 TUBA1B TUBA1C TXNL4A UBA2 UBA5 UQCRH UTP14C VBP1 VCP VDR VRK2 XPNPEP1 YTHDF2 YY1 ZNF404 ZNF667-AS1 ZNF823 ZNF827 GSE25087_TREG_VS_TCONV_ADULT_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25087_TREG_VS_TCONV_ADULT_DN AARS2 ACSL6 ADGRE1 ADGRL1 AIF1 AK5 AKR1B1 AKR1C1 AKR1C2 AMT ANKRD10 ANKRD50 AOAH APP ARHGDIG ASB13 ATP5PF BACH2 BAG3 BAIAP2-DT BCAS4 BNIPL BTBD3 C1orf116 CACNG8 CAD CAND2 CARMIL1 CASP10 CBX6 CCDC112 CCDC57 CCL2 CCS CCT7 CDC14A CDC42BPG CDK5RAP1 CEPT1 CHCHD10 CHPF2 CLPS CTDSP2 DECR2 DHX35 DIP2C DNMT3A EDAR EPHX2 EPPK1 EXOSC8 FAM171A1 FAM223A FASTKD2 FBXL4 FLOT1 GAPVD1 GIGYF1 GIMAP5 GIMAP8 GPR146 GSAP GTPBP8 HIPK2 HOOK2 HYI IFITM2 IFITM3 IFTAP IGF1R IL17RE IMMP1L INPP4A KCTD3 KIF9 KISS1R LEF1-AS1 LIG1 LINC01260 LIPT2-AS1 LRP6 LSM3 LYRM9 MAL MAN1C1 MAP2K6 MARCHF10 MGC16275 MIF MMP28 MOV10 MRPL55 MRPS22 MRPS33 MSX2 MTARC2 MTG2 MTHFD2L MTRF1 MTRFR MYADM NBPF4 NDRG2 NDUFAF8 NDUFS4 NELL2 NEPRO NIN NMNAT3 NSMCE1 NUDT9 NUFIP1 OXNAD1 PAGR1 PAN2 PAXIP1-AS2 PDCD4-AS1 PDIA5 PHB1 PIGR PIK3CD PLAC8 PLAG1 PLEKHB1 PMFBP1 PPP1R13L PPP1R3E PRMT5 PRRT1 PRXL2A PTPRK RBM20 REX1BD RGL4 RIN3 RMND5B RPL13A RPL22 RPL4 RPL6 RPS14 RPS5 RPS9 S100B SCARA5 SDR39U1 SERTAD2 SGSM3 SIAH3 SLC20A1 SLC25A23 SNORC SNORD104 SNTG1 SPACA4 SPACA9 SPIN1 SSBP3-AS1 ST6GALNAC1 STEAP1B STK26 SULT1B1 SVIL SYPL1 TANC2 TESPA1 TFPT TIMM9 TM2D3 TMCC2 TMEM131L TMEM229B TMOD2 TNFSF10 TNPO2 TPCN1 TPM2 TRIM2 TRPC4 TSEN2 TTC9 UBIAD1 UBTF UTP14C VGLL4 YAE1 YBX3 ZBTB26 ZC3H12B ZDHHC4 ZFAND4 ZNF280B ZNF529 ZNF609 ZNF667-AS1 GSE25087_TREG_VS_TCONV_ADULT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25087_TREG_VS_TCONV_ADULT_UP ABCC1 ADAM12 ADCY3 AHR ANKS1B ANXA2 ANXA2P2 ANXA5 ATAD2 ATP1B1 ATP2B4 ATP8B2 B2M B3GALT2 B3GNT5 BARD1 BASP1 BCL2 BCL2L11 BUB1B C18orf54 CAPZA1 CASP1 CASP8 CBLL1 CCDC50 CCR6 CD58 CDC42EP3 CDHR3 CDK19 CDKN2B CENPO CEP128 CEP55 CHN1 CLDND1 CLIC1 CORO2A CPOX CRTAP CST7 CTLA4 CTNNA1 DENND10 DGKH DNA2 DNAAF4 DNAJC18 DOK2 DUSP5 DYNLL1 EEF1AKMT3 EIF3A ELAPOR1 ELL2 ELOVL5 EPS15 ESF1 F2RL2 FAM43A FAM91A1 FBXO3 FCHO2 FGL2 FHIP2A FRMD4B FUCA2 FYCO1 FYN GABARAPL1 GALM GATA3 GCNT1 GLB1 GLCCI1 GLCE GOLGA8B GPR174 GPR19 H1-3 HDAC4 HERPUD1 HLA-DRA HPGD HSPA1A IBTK IDS IER5 IKZF2 IKZF4 IL10RB-DT IL12RB1 IL2RA IL2RB INHBC IQGAP1 IQGAP3 IRF4 IRS2 KAT2B KDSR KNL1 LINC00963 LINC01012 LINC01734 MAP2K1 MAPKBP1 MARCHF3 MCCC2 MEF2C MEOX1 MGME1 MIAT MIB1 MUC6 MYB MYBL1 NCF4 NIBAN1 NR4A2 NTNG2 OIP5-AS1 OPTN PARPBP PDP1 PEA15 PERP PHACTR2 PHKB PIAS3 PIK3AP1 PIWIL4 PLG PLS3 PPP1R16B PPP1R26-AS1 PTBP2 PTPN7 RAB11FIP1 RAB3D RALB RAP1A RBL1 RBMS3 RCHY1 RDX REEP3 RGS12 RNF19A RNF32-DT RORA RPL39L RUBCNL S100A4 S1PR2 SAMD8 SAMSN1 SDC4 SETD7 SGSH SKAP1 SKAP2 SLC16A1 SLC16A6 SLC25A24 SLC25A46 SLC35G2 SLC7A5 SLCO3A1 SMCHD1 SNTB2 SNX30 SOCS2 SOD2 SRGN SSH1 SURF4 TAB2 TBK1 TIFA TIPARP TNFRSF1B TPRG1 TRAF5 TTC39C TUT7 TXNDC16 UCK2 UGGT1 USP48 UTRN UTS2 VCPIP1 WDR47 ZCCHC18 ZFAND6 ZNF80 ZSCAN9 GSE25087_TREG_VS_TCONV_FETUS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25087_TREG_VS_TCONV_FETUS_DN ABLIM1 ACVR2A ADA ADA2 ADD3 ADGRL1 ADPRM AK2 AKAP8 ANOS1 AOAH APBA2 ARHGEF16 AUTS2 BAG3 BCL11A BORCS7 C11orf54 C12orf76 CACHD1 CALHM6 CAMK4 CAPS CARMIL1 CARNMT1 CBLIF CCDC78 CDK5RAP1 CDK8 CELSR2 CEPT1 CHCT1 CHD7 CHI3L2 CLCN5 COA1 COX18 CR2 CTSC CZIB DDX55 DENND2D DLL1 DYRK2 EARS2 EBF1 EEF1B2 EEIG1 EMB ENSG00000170846 ERMP1 FGFBP2 FGL1 FN3K FXN FZD10-AS1 GALNTL6 GATD1 GGPS1 GOLGA1 GZF1 GZMA H1-10-AS1 HAND2 HEATR3 HK2 HOXD3 ID2 IFNAR1 IFT20 IGSF11 IL17RA INPP4A INTS9 ITPKA KAT2A KBTBD7 KIAA1522 KLHL24 KRT35 KY LAMC3 LARS1 LDHA LGALS8 LINC01128 LIPA LRWD1 MAN2B1 MAP3K12 MAST3 MID1IP1 MRPL18 MRPL48 MTUS1 MYL3 NAB1 NACA NDUFB2-AS1 NDUFB3 NELL2 NFIA NIPAL3 NOLC1 NPAT NR2C2 NUP43 OCIAD2 PAICS PCBP2 PDCD4-AS1 PDIA5 PDK3 PGRMC2 PITPNC1 PKIG PKP2 PLIN2 PLLP POLG2 POU6F1 PPP1R2 PRDM16 PRKAR1B PRMT2 PRMT5 PTGDR2 PTGDS PTK2 PUS1 RABGEF1P1 RHOBTB3 RHPN1-AS1 RING1 RNASE6 RPAIN RPL5 RPL7L1 RPS3A RRAS S100A13 SCML1 SEMA4D SFSWAP SH2D4A SIAE SLC25A23 SLC46A2 SMAD6 SNHG16 SNHG28 SNHG32 SNHG8 SNRNP48 SNX27 SPATA9 SPESP1 SRPRB SSX2IP ST6GALNAC1 STK17A SUN5 SYNJ2BP TAFA1 TARS3 TCF3 TCF7L2 TES TIMM9 TMEM259 TMEM39B TMIGD2 TNFAIP8L1 TNFRSF1A TOB1 TPM2 TPT1-AS1 TRIT1 TRMT61B TSEN2 TTLL11 TYSND1 UBAC2 UIMC1 ULK2 UQCRH VCL XRN2 ZMPSTE24 ZNF131 ZNF287 ZNF8 ZNF800 ZNF830 ZNHIT6 GSE25087_TREG_VS_TCONV_FETUS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25087_TREG_VS_TCONV_FETUS_UP ADAM19 ADAMTS3 AGO4 AHR AKIP1 AMFR ANXA2 ANXA2P2 APLP2 ARAP3 ATP1B1 ATP1B3 ATP2C1 ATP6V1E1 B3GNT5 BRCA1 BTNL9 C2CD2 C5 CACYBP CALHM2 CBFB CCR6 CDK6 CDKN2B CEP72 CERS5 CHRNA3 CISH CLDND1 CLGN CLNK CLPTM1L CMTM6 CRCP CREB3L2 CTTN CXorf58 CYBB CYP1A1 DDX50 DENND10 DENND11 DHRS3 DHRS7 DLG3 DNASE1L1 DOCK5 DPYSL2 ENTPD1 EOGT EPAS1 ERI2 EVI5 FAM13A FANCL FBP1 FCRL3 FNBP1 FRMD6 GINS2 GLCCI1 GNG10 GOLIM4 GPD2 GPR63 GSTA4 HIKESHI HIP1 HLA-DRB1 HLF HMGB3 HNRNPLL HS3ST3B1 HSPA1A HYMAI IGF2R IKZF4 IL10RA IL10RB-DT IL2RB INHBC INPP5F INSL5 IRS2 ITGAL ITGB1 IVNS1ABP KAT2B KCMF1 KCNK6 KIT KLF11 KLF9 KLHL2 KSR1 KSR2 LAIR2 LGALS3 LRP4 LRRC32 LY75 MAP3K8 MAP4K3 MAP7 MARCHF6 MBNL1 MED9 MEOX1 MFN2 MIB1 MIR155HG MIR21 MMD MPST NABP1 NDRG1 NEK3 NETO2 NF1 NFAT5 NHS NME7 NME9 NUDT17 PARPBP PCTP PERP PGAM1 PGM2L1 PIK3AP1 PIM1 PKD2 PLN PLS3 PNPLA8 PPIH PPP1R3D PPP3CB PPP4R1 PPP4R3A PRF1 PTGR1 RAB11FIP1 RAB5A RAD21 RBMS3 RDH10 RDX RIC8B SAE1 SAMSN1 SDF4 SEC16A SERINC1 SERP2 SGPP1 SIAH2 SLC1A4 SMS SNX10 SOCS2 SOS1 SPOPL SRGAP2 SRXN1 STARD4 STT3B SYNE3 TAB2 TAOK1 TBC1D22B TBC1D8 TBK1 TENT5C TMED8 TMEM62 TMEM87A TNFRSF18 TNFSF13 TNIP3 TOX TOX2 TRIB1 TRUB1 TWIST1 UBE2E1 UBR1 UGCG USP10 UTS2 VMP1 WBP11 ZBTB20-AS1 ZC2HC1A ZNF788P ZNF80 ZPR1 GSE25088_CTRL_VS_IL4_AND_ROSIGLITAZONE_STIM_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25088_CTRL_VS_IL4_AND_ROSIGLITAZONE_STIM_MACROPHAGE_DN ADIPOR2 ALG1 ANAPC7 ANXA4 APBA2 APMAP ARIH2 ARSA ATL3 ATP5IF1 ATP8B1-AS1 BLID BNIP3 BTBD6 BTD C1orf216 CAMLG CCDC144A CCT7 CD3D CD3G CD6 CDKN2AIPNL CELSR2 CEP72 CHST12 CHST2 COPZ2 CRELD1 CSMD2-AS1 CTBP2 CTNNA1 CXCR2 CYB5A CYTIP DDOST DDX60 DLGAP1-AS1 DOK1 DPY19L2P2 DTYMK EDN3 EIF4EBP2 ELOC ELP6 EP400P1 ERBB2 FAM117A FAM120AOS FAM172A FAM83G FBXW5 FCGR3B FLJ30679 FTO GALNS GBAP1 GDPD1 GHDC GLG1 GLRX GNAL GOT1 GPC3 GRAMD2B GRK5 GSTM3 GUK1 HIF1AN HRG HS6ST1 HSP90B1 IDS IGF2R IGFBP3 IGFBP7 INPP5A INSYN1 INTS15 IRF2 JRKL KCNB2 KIAA1143 KIAA2013 KIR2DL1 KRT2 KRTCAP2 LAMP1 LINC00615 LINC01949 LIPT1 LPAR5 LPCAT1 LRIF1 LRPAP1 LYRM7 MACC1 MAGEH1 MAP3K7 MAPK1 MAST3 MBLAC2 MFAP3 MITD1 MOGS MPC2 MRPS30 MYEOV MYL12A NCSTN NDUFC2 NF2 NFIL3 NLRX1 NRXN2 NUP210 OR1D2 OSTM1 P3H4 PCID2 PCSK5 PDE6D PELP1 PEX14 PIGK PIN1 PLOD1 PMM1 POGLUT3 PPAT PPP2R2D PPP2R5C PPP6R1 PRADC1 PRKCQ PROS1 PTPRN2 RAB5B RAB5IF RAB6A RAD23A REEP1 RNF169 RPA3 RUNX1 RUSC1 SAMD9L SAP18 SCAND3 SCARA3 SCP2 SERPINI1 SLC13A3 SLC1A7 SLC26A2 SLC39A11 SMPD1 SNAPC3 SNPH SON SPINDOC SPON2 SRSF7 STC2 STIM1 STMN3 SWI5 TAF4 TBC1D22B TBCD TGFBR3 THAP9 TIGD1 TM7SF3 TMCC1 TMED10 TMEM106C TMEM208 TNFSF12 TRAPPC10 TRAPPC6B TTC31 TTL TXNL4A UGGT1 UQCRFS1 VLDLR WDR45 ZBTB8OS ZCCHC14 ZFPM2 ZNF391 ZNF394 ZNF682 ZNHIT1 GSE25088_CTRL_VS_IL4_AND_ROSIGLITAZONE_STIM_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25088_CTRL_VS_IL4_AND_ROSIGLITAZONE_STIM_MACROPHAGE_UP A1BG ADAM9 ADAMTS14 ALDH2 ANXA2R-AS1 ANXA7 AQP3 ARF4 ARMCX1 ATF5 ATP1B1 ATP8A2 BCCIP BEX3 BIK BIVM C1orf127 C20orf85 C8orf34-AS1 CACNG8 CARD19 CASK CCDC190 CCR1 CCSER1 CCT4 CD2AP CD44 CD86 CDCA7 CDR2 CEP19 CHP2 CLDND1 CLINT1 CNN3 COMP COTL1 CPSF6 CXCR3 DCTN4 DLST DPH5 DTX1 DTX4 DUSP10 DUSP4 ELF4 ESD EXD2 FAIM2 FFAR4 FLNB FURIN FYTTD1 GAS5 GFRA1 GGT1 GINM1 GNAQ GNRHR2 GPC2 GPC6 GPR183 GRK2 GZMK HADHB HAMP HASPIN HBS1L HECTD1 HIP1 HIVEP2 HLA-DMA HLA-DPB2 HSD17B11 HSPD1 ID1 IER3 IFRD1 IFT57 IL10RA IL17D IL6ST IL7R ILDR2 IRAK3 IRF1 IRF2BPL JHY KCNQ5 KIT KLF14 KLHL13 KLHL15 KLHL6 KLK13 KMT5B LINC01904 LINC03007 MALT1 MAMDC2 MAML2 MAP3K1 MAPK6 MB21D2 MED26 METAP2 MICAL2 MLXIP MPZL3 MTMR14 MYRIP NAA60 NAPSB NELFCD NOD2 OLIG1 OR5AK4P OTOP2 PADI4 PIK3CA PLP2 POGLUT2 POLR3G PRKRA PTK2 PTK7 QTRT1 RAB21 RAB3GAP1 RAB5A RARA RASSF2 RCAN3 RDM1 RDX REL RGS16 RHBDF1 RIOX2 RREB1 RUNX2 SCHIP1 SCML1 SCML2 SCN9A SEC24C SELL SEMA6B SETD2 SH2D3A SIK1 SINHCAF SLC18B1 SLC38A2 SNCG SNN SOX4 SPIN3 SPINK2 SPINK4 SPON1 SRF SRSF6 SSBP2 SVIL TARS1 TBCEL TCF7 TFE3 TGFBI TMEM14C TMEM63A TNFRSF11A TNFRSF9 TOP2A TPBG TRAF5 TRRAP TSPYL4 TYMS UBE2Q2 USP19 UTS2 WDFY1 WFDC21P ZBTB18 ZCCHC24 ZCCHC3 ZNF330 ZNF704 ZNF711 ZNF764 ZNF768 GSE25088_CTRL_VS_IL4_AND_ROSIGLITAZONE_STIM_STAT6_KO_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25088_CTRL_VS_IL4_AND_ROSIGLITAZONE_STIM_STAT6_KO_MACROPHAGE_DN ABCC10 ABTB2 ADNP2 ADPRS AGRN AJAP1 AKNAD1 AMZ2P1 AP5Z1 ATP6V1G1 BANP BATF2 BOC BRME1 BST2 BTN3A2 BUB1B C22orf15 CCDC137 CCDC142 CCDC59 CD70 CDK2 CDT1 CFAP206 CNOT9 CRYBB2P1 CSTF2 CUL7 DAXX DCAF15 DDX60L DEXI DMTF1 DPYS EBI3 EFTUD2 EHHADH EIF5 ELL2 EMG1 EN1 EPSTI1 EXOSC10 EXOSC3 FAM199X FAM205A FAM222B FAM240C FANCL FBXL12 FBXO22 FGF2 FMNL1 FMR1 GCH1 GGCX GIPC1 GOPC GTF2E1 GUCA2A H2AC6 H2BC21 H2BC6 HAND2-AS1 HAO1 HCRT HECW1-IT1 HLA-C HLA-E HLA-K HNRNPF HSP90AA1 IER5 IL15 IL18RAP IL4I1 ILF3-DT ISCU ISG20 KATNIP KCTD19 KDM2A KPNA2 KRBA2 KYNU LEPROTL1 LGALS3BP LINC00163 LINC00475 LINC00683 LINC01121 LINC01532 LINC02003 LLGL1 LSG1 LSMEM1 MAMDC4 MAP7D1 MCM3 MED26 MFN1 MIA3 MICU2 MIDEAS MIR22HG MRM3 MRPL18 MRPS18C MTMR4 MX1 MYL12A MYLK-AS1 MYO19 NECTIN2 NFE2L1 NFX1 NLRP7 NOTUM NPFFR1 NT5C1B NTF4 ORC3 OTX1 PABIR1 PARP10 PARP12 PARP15 PAX3 PCBP1 PDCD7 PDE4DIP PNMA3 POR PPFIA2 PPID PPM1K PSMA3 PSME3IP1 PTPRN2 RAB8A RANGRF RBM28 RELA RET RETREG1 RNF114 RNF31 RPUSD1 S100A11 S100A7 SAMD9 SELENOS SEMA6B SERPINA12 SEZ6L2 SLAMF7 SLC31A2 SLC34A1 SLC8A1 SLC9A1 SLCO5A1 SLFN13 SPDL1 STAM STIM2 SUPT4H1 TBPL1 TBR1 TESMIN THEMIS2 TMEM209 TMEM41A TMEM87A TMOD4 TOR1B TRIM38 TRIM5 TRIM6 TSGA10IP TSR2 TTLL11 TYMP UBE2DNL UBE2Z UQCC6 VOPP1 XPO1 XRCC2 ZNF267 ZNF346 ZNF350 ZNF707 ZNF766 ZNRD2 ZSCAN16 GSE25088_CTRL_VS_IL4_AND_ROSIGLITAZONE_STIM_STAT6_KO_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25088_CTRL_VS_IL4_AND_ROSIGLITAZONE_STIM_STAT6_KO_MACROPHAGE_UP AAMP ABCE1 AIFM1 AKAP9 AMT ANKRD6 AP4S1 APH1A ARHGAP29 ARHGAP32 ARHGAP35 ARNT ARRDC4 ATAD2 ATP10D ATPSCKMT ATXN1 BABAM1 BRCC3 BTBD7 C10orf95-AS1 C5orf64 C6orf136 CACNA1D CCDC18 CDC23 CDK19 CELF1 CEP85L CES3 CIPC CLDN16 CLYBL CMPK1 COL18A1 COMMD5 COX18 COX19 CPSF7 CTNNAL1 CUX1 CYTH4 DDX17 DLG1 DNAAF3 DNAJB5 DNAJC3 DPCD DPP8 EEF1B2 EMP2 EPHA4 EPRS1 ERMARD ESYT1 ETHE1 FAM168A FAM171B FH FRMD4B GALNT11 GALNT2 GAPVD1 GAS8-AS1 GDAP2 GFM1 GOLGA3 GPR155 GREM1 GTF3A GUSBP2 HDAC4 HDLBP HLA-F-AS1 HOMER1 HUWE1 IARS2 IDH1 IGF1R IGFL1 IGIP IPO7 ISOC2 ITGAM KCTD20 KIAA0232 KLHL36 KLK8 LARP4 LRCH2 LRPPRC LTB LTC4S LYPLA1 MAOB MCCC2 MDGA2 METTL1 MFGE8 MLEC MMGT1 MMS19 MPHOSPH9 MSX2 MTA1 MTREX NAA50 NCAPD2 NCAPG2 NDUFA1 NDUFA3 NIN NME7 NMT2 NOM1 NOP53 NXPE3 OMD PAK1 PCYT1A PEMT PIGK PIGN POLE4 POLR2G POMZP3 PPP3CA PRKDC PRPF38B PRRC2B PYROXD2 RAB6A RAC2 RBMX RCAN1 RGS18 RIMBP2 RNF149 RPF2 RPL34 RPL6 RPL8 RPLP2 RPS29 RPS4X RPS4Y1 RPS5 RRAGB RRP1B RTN3 S100B SCRN2 SDHD SEC61A1 SHPRH SLC25A3 SLC25A37 SLC30A5 SLC30A9 SLC38A2 SLCO4A1-AS1 SMARCC1 SMYD2 SORT1 SRSF1 SRXN1 SSUH2 ST6GAL1 ST8SIA2 TAF1 TEP1 TEX261 TMBIM6 TMEM126A TMEM134 TMEM17 TMEM243 TMEM245 TMEM273 TMEM45B TMLHE TPP2 TRAF7 TRERF1 TRIB3 TSC1 TSC2 TTC19 TTC3 UBE2CP4 UBQLN3 ZCWPW2 ZNF397 ZNF558 ZNF573 ZNF655 ZNF704 GSE25088_CTRL_VS_IL4_STIM_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25088_CTRL_VS_IL4_STIM_MACROPHAGE_DN AARS2 ACTL7B ADAM8 ADD1 AGER AGTRAP AKAP1 AMOTL1 ANGPTL2 ANGPTL8 AP5B1 APPL2 ARHGEF7 ARNT2 AXIN2 BCL2A1 BCLAF1 BLOC1S1 C19orf67 C1orf122 C1orf141 C1orf174 C1orf50 C2orf42 C4B C4orf33 C8orf74 CACNB4 CARD19 CARF CARNS1 CBLB CCT8L2 CD160 CD7 CDIP1 CHRNA6 CHRNA9 CLDN15 COPG1 COTL1 CRACDL CRYBG2 CST7 DAND5 DCAF6 DGAT1 DISP1 DLGAP1 DTX3 DYNLT1 DYNLT5 EIF4EBP1 EML3 ENSG00000267882 ENSG00000285566 EPN1 ERMN EXT1 FAM149A FAM20A FAM81A FIGN FLG GDI1 GDPD2 GIGYF1 GLRA2 GNA11 GPR152 GRK6 GSTT1 H1-7 H6PD HEXIM2 HIP1 ICA1 ID4 IL18R1 IL1R1 IRAG2 IRF2BP1 ITGB1BP2 KCTD17 KIAA0319L KLHL4 LAG3 LGALS3 LGALS4 LINC00612 LRRC39 LTB4R MAB21L4 MAFK MAMDC4 MAN2A2 MAPK3 MAPK7 MARVELD1 MEI1 MFGE8 MIGA2 MINDY1 MOB3C MOCOS MUC1 MYBPC3 MYH9 NAT10 NCAM2 NEK8 NFATC4 NME6 NOTCH1 NPLOC4 NR4A1 NT5M NUMA1 NUPR1 OAS2 OCEL1 OPCML PABPC1L PAQR7 PAQR8 PDCL2 PEX11A PHAF1 PLA1A PLCB4 PLXDC2 POLK POU6F1 PRDM16 PRDM5 PRICKLE2 PSMA5 RAB43 RANBP10 RAPH1 RASGRP4 RBFA RFXAP RHOD RNF182 ROM1 RPS6KB2 RXRB S100A1 SBSN SH3RF1 SHFL SLC24A3 SLC29A2 SLC32A1 SLC37A2 SLC9B2 SLFNL1 SMAD6 SNX17 SNX33 SPA17 SPHK2 SPHKAP SRGAP3 SRRD ST3GAL1 TBC1D2 TBC1D25 TBC1D2B TDRKH TEK TEX35 TGFBRAP1 TJP2 TMA16 TMBIM1 TMEM219 TMEM25 TNFRSF14 TNFRSF1B TONSL TPCN1 TRPM6 TYK2 VAMP2 VPS39 VWA3B WDFY2 XPO7 ZAN ZBTB49 ZDHHC12 ZNF219 ZNF579 ZNF687 ZNF697 ZNF76 ZNHIT2 ZZEF1 GSE25088_CTRL_VS_IL4_STIM_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25088_CTRL_VS_IL4_STIM_MACROPHAGE_UP A2M-AS1 ABI2 ADA ADGRL2 ADH4 AEBP1 AHRR AJUBA ALDH7A1 AMOTL1 AR ARHGAP32 ARHGEF3 ARID2 ARL11 ASIC1 ASPM ATXN1 B3GNT2 BASP1 BCL6B BEND4 BPTF BRWD3 BTBD3 C1orf21 C3orf18 C4orf48 CALML4 CAT CBX2 CBX4 CCDC50 CCNG2 CD33 CD8B CD93 CD96 CDCP1 CEP85L CHD1 CHN2 CISH CLINT1 COL18A1 CPE CREB1 CRISPLD1 CXXC5 CYTH4 DACT1 DAPK1 DENND4C DGKH DLEU2 DLG5 DNMBP DPYSL2 DSG2 EEIG2 EFCAB14 ENPEP EPCAM ETS2 FADS1 FAM13A-AS1 FBRSL1 FN1 FOXN3 GADD45B GCNT2 GLUL GNAS GNB4 GPIHBP1 GPSM3 GUCY1B1 HDAC9 HEMK1 HIPK2 HVCN1 IFNGR2 IGF2BP3 IGFBP2 IKZF2 IKZF4 IL16 IL6ST-DT ILK INTS3 IQGAP3 IRX5 ITGA5 ITPK1-AS1 KANK3 KDM5A KDM5B KLHL36 KLHL6 LAIR2 LEMD3 LIMS2 LINC00482 LINC00877 LMCD1 LOC389831 LPAR5 LRRC1 LRRC2 LY86 LYN MAP3K20 MARCKS MAU2 MED13L MGLL MIR924HG MLLT3 MSL1 NFE2L2 NOG NREP NRIP1 OLAH OTULINL OVOL1 PARVG PAWR PCDH9 PDE6G PDE7B PDLIM1 PHKB PIP5K1C PLCG1 PRKD1 PTP4A3 PTPN12 RAB25 RAB37 RALGDS RBM41 RIN3 RTKN RXRA SCAF11 SEC14L1 SEMA4C SENP7 SEPTIN9 SGK1 SLC35F3 SLCO3A1 SLCO4C1 SMAD5 SMC4 SNN SOCS2 SOX4 SP3 SPIN1 SSBP3-AS1 STAC STARD8 SUMO4 SUOX SV2A SWAP70 SYPL1 TAMALIN TARP TBC1D22B TCEA3 TCF4 TENM2 TIA1 TMC8 TNFRSF10A TOX TRIO TWIST1 UBE2E1 UGGT2 USP33 VANGL1 ZC3H12C ZDHHC14 ZER1 ZNF234 ZNF285 ZNF3 ZNF654 ZNF667-AS1 ZNF711 ZNF883 GSE25088_CTRL_VS_IL4_STIM_STAT6_KO_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25088_CTRL_VS_IL4_STIM_STAT6_KO_MACROPHAGE_DN ABCB7 ABHD16B ACP6 ACTN1 AFAP1L2 AKR7A2 ALKBH4 ALPG ARMC6 AVL9 B4GALT7 BABAM2 BCAP29 BCKDHA BDH1 BSCL2 C10orf71 C19orf81 C1QTNF6 CAST CASTOR3P CD69 CD7 CEACAM21 CELSR2 CEP43 CLIC4 CLLU1 COMMD7 COMTD1 COPG2 COQ6 CPEB3 CRAT CRIP1 CT75 CYP4F8 CYP8B1 DBP DHRS3 DHTKD1 DHX9-AS1 DPY19L1P1 DRAM2 DTNB DUSP15 DUSP16 DUXAP10 EIF2D EMC10 ENDOD1 ENSG00000247228 EPS8L2 EPSTI1 EVI5 EVI5L EVPLL FAM238C FBP1 FCGRT FES FOXP1-IT1 FRK FXN FZD1 FZD7 GAB2 GALR2 GBGT1 GLIS2 GNA11 GPR161 GPR37L1 GRAPL GSS GSTM2 GTF3A GZMB HBEGF HDX HEXA HIC1 HKDC1 HMX2 HSD17B12 IFI27 IGHM IL2RA IL32 IL5 ITGA3 KCNC3 KCNJ15 KCNJ5-AS1 KIF3C LAMB2P1 LAT2 LINC00488 LINC00595 LINC01833 LINC02910 LSM11 LZTFL1 MACROD1 MAGEB6 MANEAL MCF2L2 MED9 METRN MICAL2 MIR3976HG MON1A MRFAP1 MRPL2 MXD3 MYL5 MYPOP NAPSA NAT8B NIPSNAP1 NIT1 NMUR1 NT5C3B NUPR1 ODF3B OR2C3 OTOS OXLD1 P2RY10 PABPC3 PAK1 PDE4A PDE9A PENK PLAAT3 PLEKHN1 PPDPF PPP2R3B PRIMA1 PRORP PRRT1 PSRC1 RALY RASSF8-AS1 RBPJ REXO5 RITA1 RNF130 RPL13 RTN4IP1 SELE SERPINE2 SERPINH1 SH2D2A SIRPG SLC12A4 SLITRK1 SMYD3 SNAPC2 SNX18 SNX2 SNX5 SPAG5-AS1 SPATA25 SPSB2 TAB1 TAMM41 TGFB1I1 TM4SF20 TMEFF1 TMEM161A TMEM230 TMEM255B TNFRSF4 TRBC1 TRIB1 TRIM46 TRIM7 TSPAN4 TTLL1 TUFT1 TXNDC15 UBE2J1 YJEFN3 ZC3HC1 ZNF221 ZNF254 ZNF415 ZNF768 ZNF778 ZNF787 GSE25088_CTRL_VS_IL4_STIM_STAT6_KO_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25088_CTRL_VS_IL4_STIM_STAT6_KO_MACROPHAGE_UP ABHD17C ACE ACRBP ADAMDEC1 ADRB2 AEBP2 AMER3 ANK3 APOBEC3A AQP8 ARMC3 ATP6V1A B3GALNT2 BATF3 BCAT1 BRIP1 BRIX1 BTBD10 C17orf58 CACNA1A CAPZA1 CATSPER1 CATSPER3 CCDC168 CCL22 CDH1 CDH20 CDKN2A CHST2 CLIC2 COL12A1 COL16A1 CPLANE1 CT45A5 CUBN CYP26B1 CYP7B1 DEFB125 DGAT2 DKC1 DMRTA1 DNAI4 DNAJC3 DNM1P46 DPPA4 EED EIF1AX ELAC1 ENC1 ENPP3 EPRS1 EPS8 FABP6 FAIM FAM171B FAM241A FANCM FBXL21P FBXO10 FCGR2A FICD FKBP7 FKTN FNDC9 FOXN2 FUT7 FXYD7 FZD4-DT G3BP1 GALNT1 GARS1-DT GBP1 GCNT4 GLB1L3 GLUL GOLPH3L GPR34 GSDME H4C8 HORMAD1 HSD3B2 HSP90AA1 HSPH1 IBSP IER3 IFNG IL12B IL1RAP IL23R INSYN2A ITGA2B JPH4 KBTBD11 KLHL23 KPNB1 LACTB2 LATS2 LINC00529 LINC00630 LINC00648 LINC00667 LINC00698 LINC01096 LINC01924 LRRN3 LTV1 MBP MCOLN2 MCOLN3 MOCS1 MREG MYH13 MYL2 NAA30 NACA2 NAV1 NFATC2 NIBAN1 NLK NOL6 NTRK3-AS1 NUP50 ONECUT1 OPA3 PAK6-AS1 PDYN PIP5K1A PLAC4 PLEKHA7 PLPBP PLRG1 PNLIPRP1 PPIAL4A PPM1A PRDM4 PRKAA2 PRO1804 PURB RAB31 RAD51C RAP1A RBM4 RDUR RGMB RSC1A1 RSU1 RXYLT1 SATB2 SCRN1 SDHAF3 SERINC3 SERPINF1 SERPINI2 SFXN2 SGO1 SH3PXD2A-AS1 SLAMF7 SLC22A2 SLC2A10 SLC38A7 SLC39A9 SLC41A2 SLC9C2 SPANXC SPEM2 SRP9 SRSF7 STUM SUV39H2 SYPL2 TEDC2-AS1 TEX44 THPO TIAM1 TMEM19 TNFRSF10A-DT TNFSF14 TNFSF4 TNFSF8 TSPAN2 TSPAN9 TTC16 TUBB2A UBE4B ULBP3 VWA8-AS1 WWC2-AS2 YTHDF1 YWHAG ZC2HC1C ZDHHC2 ZNF492 ZNF572 ZNF678 ZNF99 ZPBP2 ZSWIM5 GSE25088_CTRL_VS_ROSIGLITAZONE_STIM_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25088_CTRL_VS_ROSIGLITAZONE_STIM_MACROPHAGE_DN ACYP2 ADAM5 AGXT AICDA AKR1C4 ANKRD33 ANKRD35 ANP32A AOC2 APPBP2 ASB13 ATF6 ATP2C2 B3GALT1 BET1 BOD1 BOD1L2 BPNT2 C11orf71 C1QTNF12 C1RL CA10 CD99P1 CDC6 CDS2 CENPI CENPM CIAO1 CLDN8 COX20 CPD CRIM1 CYP2B7P D2HGDH DACH2 DAZAP1 DCAF1 DCTN1-AS1 DDC-AS1 DHRS4-AS1 DLAT DNAJC5G DOK6 E2F8 ELP4 ERF FAM167A FAM226B FAM227B FCRLA FEN1 FHIP2A FNBP4 FOXH1 G6PC1 GALNTL5 GARIN6 GATA4 GCKR GLS GMEB1 GNAO1-DT GRK3 GTF3C2 H1-5 HAUS6 HAUS7 HCG4 HDGF HECTD1 HKDC1 HMGN4 HOXC9 HSD17B6 HSP90AA1 IARS1 IFI27L1 INSC INTS15 ITGA2 JAZF1-AS1 KAT5 KCNC2 KIF18A KLRC4 KRT19 KRTAP4-1 L1TD1 LAT2 LINC00494 LINC01300 LINC02860 LINC02901 LMO7DN LRP8 LTF MADCAM1 MAML2 MAN2B2 MCF2L-AS1 MFSD8 MOCS2-DT MPPED2 MXI1 NAALAD2 NDC80 NDUFA4L2 NEU2 NIFK-AS1 NIPA2 NMU NPHS2 NSDHL NUDT16 NXPE3 OPRK1 OSBPL1A PAFAH1B1 PAPSS1 PCDHA3 PDLIM3 PGGHG PIEZO2 PLA2R1 PLEKHB1 PLEKHH3 PMS1 POU5F1P3 PRKAB2 PRKACB PRPS2 PSG5 RAC1 RFLNA RHBDL1 RHOJ RILPL1 RIMS1 RNASEH2B RSAD1 RTN4RL2 RXRG S100G S100PBP SCAF11 SCOC-AS1 SERP2 SERPINA4 SF1 SHB SIGLEC15 SLC12A1 SLCO1C1 SMG1 SMLR1 SNRNP27 SORBS2 SRR SRSF2 SYCP2L TAOK2 TBC1D29P TEDC2-AS1 TEX46 TFG TGFB1I1 TIMD4 TLDC2 TMEM132D TMEM272 TNRC18 TOP1MT TRPC3 TRPM5 TTC27 URB1-AS1 USP19 VAT1L WDR35 YME1L1 ZFPL1 ZNF318 ZNF490 ZNF732 GSE25088_CTRL_VS_ROSIGLITAZONE_STIM_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25088_CTRL_VS_ROSIGLITAZONE_STIM_MACROPHAGE_UP ACTR3B ADAMTS6 ADRB2 AGO3 AHCYL2 AHR AKAP7 ALG1 AMPD1 AP1G1 APOF APPL1 ARL4C ARMC10 ATG12 ATL2 AURKB BCKDHB BDH1 BICD1 BTG2 BTRC C2orf88 CACNG5 CALHM2 CCDC6 CCR5 CCR7 CD79B CD83 CDC20 CDH26 CDON CHMP3 CHTOP CLP1 COLCA1 COPA CPSF2 CSF2 CSNK1G3 CSTF2 CWC25 CYSLTR1 DACH2 DDX31 DIPK2A DMD DNAAF10 DNAAF6 DNAJC27 DRC1 E2F1 EFHC1 EHD3 FAM185A FAM221A FAM72A FBXL14 FBXO28 FCHSD2 FCRL1 FOXRED1 GJB2 GMFB GOSR2 GPN1 GPR15 GPR18 GPR83 GTF2E2 GZMA HCFC2 HCN1 HMGCS2 HNRNPA1 HNRNPH1 HNRNPM HOXC4 HSD3B7 IER5 IFIT1 IFIT3 IKZF4 KCMF1 KCTD5 KIF26A KLHDC8A KLRG1 KPNA2 KPNA3 KRT72 KRTAP2-4 LECT2 LIN9 LIPC LMBRD1 LRPPRC MAP2K1 MAT2B MEIS1 MELK MOAP1 MPP7 MRFAP1L1 MS4A10 MTHFD2 MYADM MYL10 NAA30 NARS2 NAT1 NCOA7 NETO2 NEU3 NHLRC1 NMUR2 NOL4 NRTN NUBP2 NUP85 PAQR3 PARD6B PCNX4 PENK PHTF2 PIK3R3 PLEKHA1 PLRG1 PON3 POU2AF2 PPA1 PPM1L PRICKLE1 PRIM2 PRPS1 PRRG1 PUS3 PWWP2A RARS1 RASGRF2 RER1 REXO2 RNF121 RRAGD RTP4 SAMD7 SCG2 SHE SIAE SLC18B1 SLC22A2 SLC23A2 SLC35G1 SLX4IP SOCS2 SOS1 SPCS2 SPTSSA ST13 ST8SIA6 TADA1 TARDBP TASP1 TCEAL7 TCF12 TEX261 THEGL TMEM181 TMEM245 TMLHE TRAT1 TRIM34 TRUB1 TTC28 TUBD1 TVP23B TWSG1 UBE2V2 UBFD1 UBXN2B UHMK1 ULK4 USP31 UTP15 UTP23 XXYLT1 YKT6 YME1L1 ZBTB25 ZC3H15 ZDHHC2 ZDHHC21 ZFP3 ZNF330 ZNF420 ZNF483 ZNF706 ZNF827 ZRANB3 GSE25088_CTRL_VS_ROSIGLITAZONE_STIM_STAT6_KO_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25088_CTRL_VS_ROSIGLITAZONE_STIM_STAT6_KO_MACROPHAGE_DN ABL2 ACTR2 ACVR1B AIP AKNA ANKRD40 AP4M1 APBA3 APOBR ARHGAP45 ARHGAP9 ARRB1 ATF6B ATP5F1E ATP6V0B ATPAF2 BANK1 BBS2 BSDC1 C10orf120 C11orf24 C1orf74 CALCOCO2 CAPN15 CC2D1B CCDC59 CCND1 CCSER2 CD2AP CD79B CDC25A CHMP1A CLYBL COPG1 COQ8B COX10 CPNE3 CSNK1G2 CTSS DDX31 DENND1C DNAJC17 E2F2 ELF2 ENO1 FAM174C FAM219B FAM98B FBRS FBXW8 FOXRED2 FPGS FXYD7 GAN GANAB GBA2 GID4 GLUL GM2A GNG2 GPN3 GSTK1 GUCA2A H2AZ1 HES6 HJURP HMCES HMGXB3 HNRNPH1 HOOK2 HOXA3 HS6ST1 ICMT IL31RA IRF8 ITPR3 KCNMB4 KCTD14 KLRD1 LAMP2 LDB1 LETM1 LGR5 LIMD1 LIPT2 LMNTD2 LRRC14 LRRN1 MAP7D1 MAPKAPK5 MAVS MED11 MED22 MEPCE MFHAS1 MIF MIIP MINDY3 MINDY4 MLLT1 MPLKIP MRPL34 MRPS16 MTA2 MYADM MYEF2 MYOF NDUFA11 NEDD8 NEK2 NEK7 NOL8 NONO NRROS OGFOD2 OTUB1 PADI2 PAFAH1B1 PAFAH1B2 PAGR1 PALD1 PATZ1 PHRF1 PIGF POC1A PPHLN1 PPP1R12C PPP1R37 PSAP PSMB9 PSME1 PTPA RAB35 RAMP1 RCN2 REEP1 REX1BD RHOH RND3 RNF123 RNF31 RNF40 RPLP0 RRAGC RRP36 RTN4RL1 RUNX3 SAPCD2 SDHC SIRT7 SLC25A22 SLC29A3 SLC5A6 SMDT1 SNN SNX9 SPATA2 SPNS3 STUB1 STX12 STX1A STX6 SWI5 TACC3 TAF5L TAF6 TAF8 TCAF1 TIMM8B TLK2 TMEM108 TMEM243 TMEM70 TMEM9 TRAF3 TRIR TRPC4AP TSPAN14 TUBGCP5 UBD UBE2N UBE2S UBE3B UBOX5 UBQLN1 UNC93B1 USP12 USP37 UXS1 VIM VRK2 WIPI2 YEATS4 ZBTB7A ZDHHC13 ZNF217 ZNF565 ZNF574 ZNG1B ZNRD2 GSE25088_CTRL_VS_ROSIGLITAZONE_STIM_STAT6_KO_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25088_CTRL_VS_ROSIGLITAZONE_STIM_STAT6_KO_MACROPHAGE_UP ABCB7 ABCC3 AGO1 AKIRIN1 ALDH1A2 ALG13 AMZ2P1 ARFIP1 ARHGEF34P ARL4C ATP9A B3GALNT2 BAG4 BET1 BEX4 BRMS1L C1D C1orf198 C6 CACNA1H CACUL1 CALR CATSPER2 CCDC121 CCDC24 CCL17 CCL8 CD53 CDCA2 CDH5 CEP97 CFAP97 CHCHD3 CHRAC1 CNBD1 CNIH1 CNOT6L COX19 CTNNB1 DBF4 DENND1B DGCR6L DNAH1 DNMT3A DPPA4 DRAM2 DUBR EFHC1 EID1 EIF3J ENTHD1 EPB41L2 ETAA1 ETNPPL ETS1 EXOC5 FAIM FAM111A FAM167A FAM217A FAM223B FAM98B FBXO15 FGF7 FLACC1 FOLH1B FOXN2 FZD4-DT GGACT GGN GPR150 GRIK1 GSC2 H1-1 H2BC13 HOMER1 HS3ST3B1 HSPA13 IPO7 ISM1 KCMF1 KIF5C L3HYPDH LANCL1 LEF1-AS1 LINC00461 LINC01783 LINC02893 LRG1 LRRC74B LTC4S LTV1 MAPK9 MARCKS MCFD2 MDFIC METTL21A MFSD6 MPZL3 MTURN MYL2 NAALADL2 NABP1 NIPSNAP2 NUF2 ONECUT1 PATE2 PCSK2 PDE4A PELI2 PGM2 PHF13 PHF6 PLAC4 PLD6 PLPPR5-AS1 PPP1R15B PRAM1 PROX1-AS1 PUS1 QTRT2 RAB10 RAB1A RAD23B RALYL RB1 RDH11 REST RGS9BP RIOK2 RLN2 RNF122 RNF144A RPL23AP32 RPS3A RTN4 SAT1 SCUBE1 SH3BP4 SIGLEC11 SIGMAR1 SIRT4 SKP1 SLC12A8 SLC25A16 SLC26A8 SLC30A6 SLC35B4 SMARCE1 SMIM13 SMNDC1 SOS2 SPANXC SPEM1 SPTSSA SRP72 SRP9 ST8SIA3 TAF12 TAS2R14 TCP10L3 TIAM1 TIMD4 TMEM156 TMEM263 TMEM44-AS1 TMSB15B-AS1 TOM1L2 TOMM20 TP53 TPR TRAF3IP1 TSPAN5 TTC28 UBA6 USP12 USP6NL-AS1 VCX2 VWA8-AS1 WBP1L WNT5A ZC3H4 ZDHHC2 ZNF17 ZNF204P ZNF217 ZNF491 ZNF572 ZNF663P ZNF667-AS1 ZRANB2-AS1 ZSCAN5A GSE25088_IL4_VS_IL4_AND_ROSIGLITAZONE_STIM_MACROPHAGE_DAY10_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25088_IL4_VS_IL4_AND_ROSIGLITAZONE_STIM_MACROPHAGE_DAY10_DN ADAM9 AFDN AHSA1 AKNA ANXA4 AQP9 ARHGAP22 ARL2BP ARPC2 ARSK ATP6V1B2 BAZ1A BBS12 BPIFA1 BUB3 C3orf70 C3orf85 CCDC38 CCL4 CCR6 CDC5L CEP128 CEP250 CERS5 CFH CFL1 CISH CLIP2 CPQ CRIP1 CSGALNACT1 CX3CR1 CYB5R3 CYP27A1 CYRIB CYSLTR1 DACT1 DBN1 DEPTOR DGKH DNAH8 DNAJC12 DSTYK DUSP1 DUSP22 EDEM1 EIF4H EPHX3 ERCC6L ERLIN1 EXOC3L4 FAM149A FAM171A1 FAM217B FEM1C FGF13 FHOD1 FOXN2 FRRS1 GARS1 GDF2 GPR132 GPR26 GPR65 GPR88 GPX4 GSTO1 HEPACAM2 HEXB HOOK2 HTT IER5 IGBP1 IL15 IL17B IL18R1 IL1R1 INTS10 IRAG2 ISLR2 ITGA1 ITGB2 KCNK6 KIF3C KLC3 KLRD1 KRTAP17-1 LCP1 LPAR3 LRRC42 LRRC66 LSR LTB LYST MAPK12 MBNL2 MCM5 MDFIC MDH2 MET METTL15 MIER2 MINK1 MIS18A MTMR6 MYADM MYCBP2 MYO1F NAAA NACAD NCK2 NDUFAF7 NFAM1 NFATC2 NFATC3 NFE2 NFIX NHLRC1 NHSL2 NOL12 NRROS OCA2 OSBPL3 P2RX5 PAK4 PDLIM5 PHC2 PHLPP1 PIGF PLEKHA5 PLEKHF1 PLEKHM1 PLXNB2 POLE PPFIBP2 PRAM1 PRELID1 PRKAR2A PTPN13 PYGB RAB11FIP1 RAB30 RAB40C RAB7A RASGRP3 RASSF4 RBMS1 RENBP RFX5 RGS19 RIC8A RIN3 RNF150 RPL39L RPS6KA5 SCLT1 SCTR SEMA4A SEPTIN12 SF3B2 SLC1A5 SLC20A1 SLC25A13 SLC2A8 SLC32A1 SLC38A2 SPI1 SPICE1 SRRM4 ST13 ST8SIA2 STX12 STX2 TAX1BP3 TES TFDP1 THSD4 TINF2 TLL2 TLR1 TMCO4 TMEM238 TMEM50B TNFRSF1A TNFRSF4 TRAP1 TRIM7 TRNAU1AP TTC39B UMAD1 USP17L2 USP45 VAPB VASP WDFY2 WDHD1 WFDC5 WNT2 ZFP30 ZNF205 GSE25088_IL4_VS_IL4_AND_ROSIGLITAZONE_STIM_MACROPHAGE_DAY10_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25088_IL4_VS_IL4_AND_ROSIGLITAZONE_STIM_MACROPHAGE_DAY10_UP ACOT11 ACRBP ACVR1C AKT3 AMBRA1 AMELX AMZ1 ANKLE2 AP1S2 AP1S3 APCDD1 ARF1 ARHGAP30 ARID1A ARID3B ARL6IP6 ASXL2 ATAD2B ATP13A2 B3GNT5 BANK1 BMF C6orf58 C9orf72 CAAP1 CACNA2D4 CAMKK1 CAMSAP2 CAPN2 CASP1 CCDC103 CD180 CD38 CDC20 CEP170B CGN CHML CHST7 CKB CLCN5 CLUAP1 CMTM2 CPEB3 CPNE1 CRNKL1 CRYL1 CTBS CTCF DCAF12 DCHS1 DDI2 DDX59 DGLUCY DNAJC24 DPP4 E2F2 E2F8 EGFL7 EIF4G2 ELK1 EML5 ENC1 EPB41L2 ERI1 ESCO2 EVL FAM135A FAM234A FAM76A FGF1 FGF13 FRMD4B FURIN FUT4 GABRR2 GLIS2 GNG2 GPR183 GTF2A1 GUCY1A2 HESX1 HIVEP2 HNRNPH2 HOXA3 HRAS HSPA9 ID2 IL13RA1 INPP5F ITGA1 ITGB2 ITGB5 ITPA JUNB KCNMB4 KIF1C KIF2C KIF3C KIFC1 KLF4 KLHL30 KNL1 KRT28 KRT81 L1CAM LAPTM5 LIPA LPXN MATN2 MBD2 MEF2C MELK METTL4 MEX3D MFHAS1 MINDY3 MLLT6 MN1 MPEG1 MSRB3 MTPN MTUS2 MVB12B MYADM MYEF2 NABP1 NAPB NEK7 NFKB1 NIBAN2 NOL11 NOSTRIN NRP1 NUCKS1 OPN3 PAFAH1B1 PAFAH1B2 PDCD6IP PDE7A PIK3R3 PIK3R5 PKIG PLCD3 PLCH1 PLEKHH1 PLXNB2 POLA1 PRSS23 PRSS45P PURB RAB40C RAD51C RAPH1 RASAL1 RBM47 RBMX RBPJ RCBTB1 RNF141 RNF157 RPS6KA5 RTN4IP1 SATB1 SECISBP2L SEMA3D SEMA6D SH3BP5 SKA3 SLAMF6 SLC30A4 SLC44A1 SMAD6 SMCO3 SSB SSH2 STK10 STX12 SUB1 TBC1D10B TLK2 TMED10 TMED8 TMEM109 TMEM229B TMEM79 TOP2B TP53TG5 TRIM35 TRIM59 TXNDC16 UBE2D2 UBE2E1 UBE2Z UCHL1 UHMK1 VAV2 YOD1 ZDHHC13 ZDHHC19 ZNF799 GSE25088_IL4_VS_IL4_AND_ROSIGLITAZONE_STIM_STAT6_KO_MACROPHAGE_DAY10_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25088_IL4_VS_IL4_AND_ROSIGLITAZONE_STIM_STAT6_KO_MACROPHAGE_DAY10_DN ABCC1 ACOT9 ADAM17 ADNP2 AK4 ANXA7 ARF4 ARHGEF10L ARL5B ARMCX3 ATG7 ATP10D ATP13A3-DT ATP6V1G1 BAALC-AS2 BATF2 BCL2A1 BHLHE40 BRD2 BTBD19 C16orf87 C5orf15 CARD16 CCDC59 CCDC93 CD63 CEMIP CEPT1 CFB CHI3L2 CHST7 CIR1 CKAP2L CPEB4 CXCL16 CXCL5 CYSTM1 DAP DDIT3 DDX21 DDX60 DNAJB11 DTX3L DUSP16 DUSP5 EAF1 EBI3 EIF1B EIF2AK2 ELF1 EML2 ETS2 F3 FGR FLCN FNDC3B G3BP2 GARS1 GBP3 GHRL GK3 GNLY GTF3C6 HCCAT5 HLA-DOB HMGN2P46 HNRNPC HRH1 HSP90AA1 HSPA5 IER3 IER5 IFIH1 IFIT1 IFIT3 IL10RA IL15RA IL1A IL1R1 IL4I1 INHBA INSIG1 ITGAV JAKMIP2 LACC1 LAIR2 LCN2 LGALS1 LPCAT1 LYN MAFG MAML2 MAP2K1 MAP4K4 MB21D2 MCTP1 MFAP1 MGAT1 MGLL MRGPRX3 MRPL21 MS4A4A MT1E MT1F MT1G MTF1 MYBPH NFKB1 NFKB2 NPR3 NR4A3 NRIP1 NRIP3 OAS3 OGFRP1 OSTC OSTM1 P2RX4 P2RY14 P4HA1 PDIA6 PIK3AP1 PIK3R5 PILRA PIM2 PLEKHM2 PLSCR1 PNPLA8 PNRC1 PRELID3B PRF1 PRKAG2-AS2 PROCR PRPF40B PSMA1 PSMB4 PTGER2 RAB13 RAB1A RABGEF1 RBM18 RCHY1 RELA RETN RIMOC1 RNF144B RPL36AL RRAGC SASH3 SCARF1 SCN1B SEC22B SERPINB8 SERPING1 SH3BP5 SINHCAF SLC16A10 SLC1A3 SLC22A18AS SLC25A13 SLC7A7 SLCO4A1 SLFN11 SNX10 SOCS1 SOD2 SP140 SPART SPHK1 SPINT2 SRC STAT5A STEAP1B STT3A TAB2 TAP2 TBC1D7 TBK1 TFRC TMED10 TNFAIP2 TNFSF14 TOMM40L TRAF3 TRAM1 UBE2Z UBR1 UNC50 USF3 VAV1 WSB1 WTAP ZC3H11A ZCCHC2 ZEB2 ZNF274 ZNF438 GSE25088_IL4_VS_IL4_AND_ROSIGLITAZONE_STIM_STAT6_KO_MACROPHAGE_DAY10_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25088_IL4_VS_IL4_AND_ROSIGLITAZONE_STIM_STAT6_KO_MACROPHAGE_DAY10_UP ABHD2 ACAP1 ACTG1 ADD3 ADGRE3 AGTPBP1 AKNA AKT1 APLP2 ARHGAP19 ARHGAP25 ARHGAP30 ARHGAP9 ARRB2 ATG16L2 ATG9A ATP2B4 ATP5IF1 BAZ2B BCAP31 BICD2 C11orf21 C11orf68 C8orf88 CABIN1 CALCOCO1 CAMP CAPZB CCDC28A CCNY CD52 CDA CDIPT CEACAM4 CELF2 CKLF CLEC4C COTL1 CPVL CRISPLD2 CTSC CXorf38 CYP4F3 DEF6 DEF8 DGAT1 DHRS9 DHTKD1 DOCK5 DPP8 DSTYK EIF4E3 EIF4EBP2 ELAPOR1 ENSG00000284948 EXOC6 F2RL1 FAM174A FCGR3B FHIP2A FKBP8 GALNT3 GIMAP4 GLT1D1 GNAI2 GNAQ H2AC14 H2AZ1 HAL HCLS1 HHEX HIPK3 HYCC2 IRAG2 ITPK1 KBTBD7 KDM7A KIAA0040 KLF3 KLHL2 KPNB1 LAMTOR5 LBR LCLAT1 LILRA1 LIMD2 LIN7A LRRFIP1 LST1 LTA4H LTB MAN1A1 MANSC1 MAP2K6 MAP3K2 MAP3K5 MBOAT1 MBOAT2 MBTD1 MED13L MEGF9 MGAM MOB3A MPP7 MPZL3 MS4A6A MSH6 MSRB1 MTMR3 MTURN MYCBP MYH11 MYO1F NAAA NCF1C NCOA2 NDE1 NDUFB3 NEDD8 NFATC3 NHSL2 NIN NLRP12 NPEPPSP1 NTN4 NUDT5 NUP50 OSTF1 PACS1 PADI2 PADI4 PAIP2 PCMTD1 PDZD8 PGAM1 PGGHG PHF2 PHF21A PHF3 PHKA2 PPP4R1 PRCP PRDX3 PROK2 PTEN RAB11FIP1 RAB11FIP4 RAB3D RALBP1 RCN3 RERE RGL4 RMI1 RSBN1L RUNX2 S100A12 SLC15A4 SLC25A37 SLC35E2B SLC37A3 SLC45A4 SLF1 SMURF2 SPTSSA SSH2 STK4 STX16 SULT1B1 TAS2R40 TBC1D1 TGFA TLR5 TLR6 TMEM164 TMEM50A TMEM65 TMX4 TNRC6B TOB2 TRERF1 TRIM25 TRIM27 TSPO TTLL3 TUBA1C UBXN6 ULK1 WDFY2 WDR26 WIPI2 XKR8 XRCC4 ZBTB44 ZDHHC18 ZNF185 ZNF33A ZNF516 ZNG1A GSE25088_ROSIGLITAZONE_VS_IL4_AND_ROSIGLITAZONE_STIM_MACROPHAGE_DAY10_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25088_ROSIGLITAZONE_VS_IL4_AND_ROSIGLITAZONE_STIM_MACROPHAGE_DAY10_DN AATF ABCC1 ABHD17C ACADVL ADCK1 ADORA2B AFM AJUBA AKAP1 ALDH18A1 ANKRD37 APLN APOA4 AQP9 ARHGEF17 ARHGEF18 ATG4D ATP11A ATP8A1 B4GALNT4 BANP BMX BPIFC BRAF BYSL C11orf24 C2orf49 C4orf47 C8A CA12 CABCOCO1 CALHM6 CCDC137 CCDC88C CCND1 CD47 CDPF1 CDV3 CFAP107 CHCHD4 CHRM3 CLEC10A CNTROB COG6 COL11A2 COX10 CYP4X1 DENND1C DHODH DLG1 DMWD DNAAF2 DUSP12 E2F6 EAF1 EARS2 ERCC8 ETS2 EVI2B FAM117A FAM149B1 FAM43A FAM72A FGB FGD2 FLNB FOXRED2 FUT4 GIMAP1 GLB1L3 GPR132 GTF2E2 GUCA1B HCN1 HK2 HS6ST1 HSD3B7 IDH3A IKZF1 IL11 IL15RA IL31RA IL7 INPP5B ITPRIPL1 JDP2 KCNG1 KCNK5 KCTD5 KIAA0319L KIAA1549 KIT KLF2 KRT4 LDLRAD3 LRRC24 LRRC49 MAGOHB MDC1 MDM2 MDM4 MEF2D METTL16 METTL18 METTL6 MINPP1 MPG MYH1 NCBP1 NCK2 NDST1 NOC3L NOP56 NUP155 NUP42 P2RX4 PAFAH1B2 PANX1 PDGFRA PEDS1 PFKP PHF6 PIM3 PLSCR1 PML PNMA1 POLR3B POU5F1 POU6F1 PPP1R15B PPP2R5A PRDM8 PSPC1 PUS3 PYCR2 RAB11FIP1 RAB4A RABGGTA RADIL RARS1 RCBTB1 RGL1 RIPK3 RMND1 RNF41 ROCK2 RPP14 RRAGC RRP1B SAP30 SECISBP2 SELL SENP5 SERPINA6 SLC14A1 SLC22A25 SLC2A3 SLC35D1 SLC5A6 SLC9A9 SMCO4 SMIM30 SNX21 SPIC SPOP SPOUT1 SRBD1 ST3GAL1 STX7 SUPV3L1 TBC1D4 TBL2 TDGF1 TGM1 THBS1 TIAM1 TIMM8A TMA16 TMEM120A TMEM154 TNFRSF18 TNFRSF21 TNFSF9 TRIM44 TSACC TTLL10 URB2 USP31 VILL VPS26C VPS50 VTI1A WDR4 WDR54 XPNPEP3 YDJC ZCCHC3 ZDHHC17 ZSWIM3 GSE25088_ROSIGLITAZONE_VS_IL4_AND_ROSIGLITAZONE_STIM_MACROPHAGE_DAY10_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25088_ROSIGLITAZONE_VS_IL4_AND_ROSIGLITAZONE_STIM_MACROPHAGE_DAY10_UP ADGRG3 AGTRAP AK3 ALG5 ANKRD40 ASPH ATP13A2 ATRAID B3GNT2 BCL2L2 BCR BET1 BLVRB BORCS8 BRD7 C11orf71 C12orf57 C12orf75 C2CD5 C6orf62 CAMSAP3 CARMIL1 CBR1 CCDC126 CDKN2D CDS1 CEP104 CHD2 CHFR CLBA1 CLEC4G CLPB COX8A CTSW CYB561A3 CYFIP2 DCAF17 DCTN6 DFFB DMAC2 DPY19L3 DTX4 DUSP7 EIF3D ERBIN FAM120AOS FAM210B FASTKD1 FHIP2A FHIP2B FKBP2 FKRP FKTN FOXO3 GABARAPL1 GALNS GALNT12 GANAB GGACT GOLGA5 GPN3 GPR25 GRN GSTM5 HBS1L HIF1A HM13 HMGN3 HOXA7 HSD17B6 HSPA4L IGFBP3 INPP5F IPO9 ITGAL ITPR3 KCNU1 KIAA0319L KIF9 KLHL20 KLHL42 KRT31 LAMTOR4 LDHB LDLRAD3 LGR5 LMF1 LRP12 LRP8 MANBA MANF MAP4K2 MBD5 MED17 MED31 MEN1 METTL8 MR1 MTMR1 MTPN NAPA NCEH1 NCF1 NFKBID NFRKB NLN NR2C2AP OSBPL7 P2RY13 PABIR1 PAG1 PDCD4 PENK PEX5 PGPEP1 PHGDH PHRF1 PHTF1 PIGH PIK3IP1 PKNOX1 PLS3 PON2 PPP6R3 PRKAG2 PRKDC PRRX2 PTGR2 PTPRS QPCTL RAD52 RAI1 RAPGEF1 RCOR3 RGP1 RHOBTB2 RILPL1 RIPOR1 RNASE4 RNF14 RNF181 RNPEPL1 ROCK1 RPL10 RSPO2 RTN4RL1 SCAP SEC22B SEC62 SEC63 SERAC1 SERINC3 SIAE SLC39A7 SLC9A9 SMIM15 SMS SOCS7 SOGA1 SPIN1 SPO11 SREBF1 ST8SIA4 STRADB STXBP5 SYS1 TACSTD2 TBCE THY1 TMED8 TMED9 TMEM181 TMEM242 TMEM60 TMEM63A TMEM86A TMF1 TMX4 TOP1MT TP53INP1 TRAPPC10 TRIM23 TRIM44 TRIOBP TRPT1 TXNL4B UBA5 UGGT1 ULK2 UPP2 VAV2 WRN YBX3 YIPF5 ZCCHC24 ZNF18 ZNF251 ZNF335 ZNF608 GSE25088_ROSIGLITAZONE_VS_IL4_AND_ROSIGLITAZONE_STIM_STAT6_KO_MACROPHAGE_DAY10_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25088_ROSIGLITAZONE_VS_IL4_AND_ROSIGLITAZONE_STIM_STAT6_KO_MACROPHAGE_DAY10_DN ABCC1 ABCF1 ADAM17 AK4 ALDH1A2 ANXA2P2 APOL2 ARHGAP31 ATP13A3 ATP6V1D AZIN1 B3GNT5 BCL2A1 BOLA2 C1QB C3 C5orf15 CALR CALU CCDC93 CD1E CD209 CD53 CD63 CFB CH25H CLEC4E COX20 CXCL1 CXCL16 CYSTM1 DARS1 DDX18 DDX39A DDX60 DERL1 DIAPH2 DNAJB11 DPH3 DTX3L EAF1 EBI3 EBNA1BP2 EIF4A1 EML2 ETS2 FBP1 FBXO4 FCGR1BP FKBP2 FLCN FLVCR2 FNIP2 FPR3 GABARAPL2 GADD45B GCLM GIMAP2 GNL2 GNL3 GNS GRINA GSTO1 GTF3C6 GZMB HACD3 HLA-DOB HPN HPS5 HSP90AA1 HSPA5 HSPE1 IER3 IFI6 IFIT3 IL1A IL1RN ILRUN IRF1 KARS1 KLRB1 KYNU LAMB3 LIMS1 LONRF1 LRRC32 LSG1 MAP2K1 MAT2A MB21D2 MCEMP1 MCM2 MCTP1 MGAT1 MGLL MOB3B MOV10 MRNIP MROCKI MRPL14 MRPS7 MTF1 NCOA5 NDUFAF8 NFKBIA NOL10 NOP58 NR4A3 NRIP3 OSTC P4HA1 PARP12 PARP14 PDE12 PDHA1 PDIA4 PHACTR2 PI4K2B PIK3AP1 PITPNA PLAUR PLPP3 POLR2D POMP PRF1 PRKX PROCR PSMA1 PSMA3 PSMB4 PSMB6 PSMB9 PSMC5 RAB13 RAB1A RALA RBIS RBM17 RBM28 RCC2 RELA RFX5 RILPL2 RIOX1 RPN2 RPS28 RRAGC RRN3 RRN3P3 SCARF1 SEC61G SECTM1 SEPHS2 SERP1 SERPING1 SLC22A18AS SLC2A13 SLFN11 SLPI SMPD1 SMPD2 SND1 SNX8 SOD2 SP140 SPHK1 SPP1 SQOR SRSF10 STAT4 STOM SUPT5H TAP1 TAP2 TBK1 TEX261 TFG TGM2 TOLLIP TOMM40L TRMT112 TUFM TWSG1 TXN TXNRD1 UBA2 UBE2Z UBFD1 UBQLN1 UQCC4 VAMP8 VEGFA WTAP XBP1 YWHAG ZEB2 ZNF146 ZNF593 GSE25088_ROSIGLITAZONE_VS_IL4_AND_ROSIGLITAZONE_STIM_STAT6_KO_MACROPHAGE_DAY10_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25088_ROSIGLITAZONE_VS_IL4_AND_ROSIGLITAZONE_STIM_STAT6_KO_MACROPHAGE_DAY10_UP ABTB1 ACTN1 ACTN2 ADGRE2 ADGRE3 AGTPBP1 AKT1 AOC3 APLP2 ARAP3 ARHGAP19 ARHGAP30 ARPC5 ARSG BAZ2B BAZ2B-AS1 BICD2 BNIP3L BOD1L1 C11orf21 C15orf39 C8orf88 CAMK1D CAMP CBX1 CCDC28A CEACAM3 CELF2 CHMP1B CIC CLC CLCN4 CMTM1 COP1 COTL1 CX3CR1 CYP4F3 CYRIA CYTH1 DEF6 DEF8 DGAT1 DGCR2 DNAAF11 DOCK8 ENSG00000284948 F5 FAR1 FCGR3B FGD3 FHIP2A FKBP8 FKBP9 FOLR1 FOSL2 FURIN GDE1 GDPD3 GLIPR1 GNAI2 GNAS GPAT3 GPSM3 H2AC11 H2AC14 H2BC12L H2BC6 HAL HBP1 HDAC5 HHEX HIPK1 HYCC2 IFITM2 IL4R IQGAP1 IRS2 KIT KLHL2 KMT2D KRT23 LAMTOR4 LRCH4 MAN2A2 MANSC1 MAP3K1 MAP3K2 MAP3K5 MAPK1 MARF1 MCTP2 MED13L METTL7A MICAL2 MKRN1 MRFAP1L1 MRTFA MSRB1 MTMR10 MTMR3 MTURN NAIP NATD1 NCF1C NCOA4 NDEL1 NDUFB3 NEK7 NFAM1 NHSL2 NIN NPEPPSP1 NRBF2 NSD3 NSFL1C NT5C3A NUDT5 NUP50 OSTF1 PADI2 PADI4 PAIP2 PARP16 PCMTD1 PDZD8 PGAP6 PGGHG PHF2 PHF21A PPP1R12A PPP1R12B PPP2R5C PRCP PTEN PTPRC PYCARD RAB11FIP1 RAB37 RAB43 RAF1 RAP1GAP2 RBM5 RCOR1 REPS2 RNASE2 RNF44 RPGRIP1 RTN3 RUBCNL RXRB RYBP SCAP SLC25A37 SLMAP SMARCA2 SNX18 SPOPL ST3GAL2 STX16 SYK SYNE2 TAGLN2 TAOK3 TBC1D1 TBC1D10C TBXAS1 TGFBR2 TIMP2 TLE4 TLR8 TMEM164 TMEM91 TMX4 TNRC18 TNRC6B TOB2 TRANK1 TRAPPC14 TRERF1 TRIM25 TRMT5 TRPM6 UBE4B UBXN2B ULK1 VNN3P VSIR WDFY2 WIPI2 WWC3 XKR8 YIPF3 YPEL5 ZDHHC18 ZFP36L2 ZNF641 ZNF93 ZRANB1 GSE25088_WT_VS_STAT6_KO_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25088_WT_VS_STAT6_KO_MACROPHAGE_DN ABCA4 ADA ADAMTS1 ALDH1B1 ANXA1 ASB13 ASF1B ASPM ATG10 ATN1 AUNIP AURKA BAIAP3 BBOF1 BMAL2 BRIP1 BTG4 C6orf15 C7 CAVIN2 CBFA2T3 CCDC88A CCNB1 CCNB2 CD99 CDADC1 CDC25A CDC42EP4 CDC45 CDCA4 CDK1 CENPF CENPU CHAF1A CKAP5 CNTLN COL14A1 CRYGB CTNND1 CTSG CYP2E1 DAB2 DCN DDX11 DHCR24 DHFR DLGAP5 DMC1 DNMT1 DNTT DOCK1 DONSON DTL DUSP1 DYRK3 DZANK1 E2F8 EDDM3A EFEMP1 ELOVL5 ERI2 ERI3 EXO1 EZH2 FADS1 FAM90A1 FOXM1 FZD6 GAB2 GINS1 GINS3 GLUL GMNN GNA14 GNAQ GUCY1B1 H2AZ1 H3C12 HCK HELLS HMGB3P1 HNRNPD HOXA10 HOXA9 HPX IFT122 INSIG1 INSR JADE3 JAM2 KANK1 KCNE2 KIF11 KIF14 KIF15 KIF20A KIF2C KIF4A KIR2DS3 KPNA2 LILRB2 LLGL1 MACROH2A1 MAN1A1 MAST2 MAT2A MDFIC MEGF9 MELK MKI67 MRPL11 MSH6 MYB MZB1 NCAPD3 NCAPG NCAPH NCR1 NEK2 NREP NTRK3 NUSAP1 OIP5 OR2S2 PAK4 PCBD1 PCLAF PCNA PEX5L PHGDH PIEZO1 PKMYT1 PKP4 PLIN1 PLS1 PMAIP1 POLA1 POLA2 POLE2 PPME1 PPP2R3A PRC1 PRKDC PRODH PSG1 PSG7 PSMA6 PTCH2 RAC1 RAD51 RAD51AP1 REPIN1 REXO5 RFC3 RFC4 RHAG RHEB RHOBTB3 RNASE6 RPA3 RPL39L RRM2 RUSC2 SCD SELP SERPING1 SEZ6L2 SHQ1 SKA1 SLC16A1 SLC1A4 SLC39A9 SMAD1 SMARCD1 SPAG5 SPHK1 ST6GALNAC2 TBC1D5 TENM4 TMEM106C TMEM8B TMPO TMSB15B TNFAIP2 TNFRSF21 TOP2A TP63 TPX2 TRIP13 TROAP TUBA1C TUBB6 TXN TYMS UCK2 UPK1B ZNF395 ZNF835 ZWINT GSE25088_WT_VS_STAT6_KO_MACROPHAGE_IL4_STIM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25088_WT_VS_STAT6_KO_MACROPHAGE_IL4_STIM_DN ACOT13 ADA ALDH1A1 ALDH1B1 ALDH3B2 ANOS1 ANXA1 ASAP2 ASB13 ASPM ASRGL1 ATN1 AURKA BAHCC1 BAIAP3 BCAN BEX3 BMAL2 BTG4 BUB1B CBFA2T3 CCNB1 CCNB2 CD99 CDC20 CDC45 CDCA4 CDK1 CDK2AP1 CDK3 CDKN3 CENPF CENPN CENPS CEP55 CEP85 CFAP70 CHAF1A CKAP5 CLDN5 CLIC4 CNTLN CPLX2 CR2 CRYGB CTNNAL1 CTNND1 CYP2E1 DAPK1 DDB2 DHFR DLGAP5 DNAJC9 DNMT1 DNTT DONSON DTL E2F8 EDDM3A ELOVL5 EPB41L2 EPB41L4A-DT ERI2 ESPL1 EXO1 EZH2 FADS1 FAM153A FAM216A FAM90A1 FANCI FANCL FXYD2 FZD6 GAB2 GAS6 GINS1 GINS3 GMNN GPSM2 GTF3A GUCY1A1 GUCY1B1 H2AX H4C3 HAUS5 HCFC1 HDLBP HELLS HHLA1 HJURP HMGB1 HMGB2 HMGB3P1 HMGN2 HMMR HOXA10 HOXA7 HOXA9 IFT122 IGLJ3 JCHAIN KCNE2 KCTD3 KIF11 KIF14 KIF20A KIF4A KPNA2 MACROH2A1 MAST2 MCM6 MELK MKI67 MLLT11 MOK MUC6 MYB MZB1 NASP NCAPD3 NCAPG NCAPG2 NCAPH NCR1 NEK2 NOP56 NREP NTRK3 NUDT11 NUSAP1 OIP5 PAICS PAK4 PAQR4 PCBD1 PCLAF PCNA PEX5L PHGDH PIP5K1B PLK4 PMAIP1 POLA2 POLE PPP2R3A PRC1 PRKDC PRSS8 PSG7 PSMA6 PTCH2 PTTG1 RACGAP1 RAD51 RAD51AP1 RAD54L REPIN1 RFC3 RFC4 RHAG RPLP1 RRM2 RUFY3 S100A13 SCD SELP SHQ1 SLC16A1 SLC39A9 SMARCA4 SMARCD1 SOCS2 SPAG1 SPAG5 SPHK1 SSBP3 STRA6 TARP TBC1D5 TCEAL9 TENM4 TERT TK1 TMPO TNFAIP2 TNFRSF21 TOP2A TRIP13 TROAP TUBB6 TUBG1 TXN TYMS YBX1 ZNF395 ZNF747 ZNF835 ZWINT GSE25088_WT_VS_STAT6_KO_MACROPHAGE_IL4_STIM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25088_WT_VS_STAT6_KO_MACROPHAGE_IL4_STIM_UP ABCA7 ABCC10 ABCG4 AEBP1 AEN AKAP10 AKAP8L ALDH8A1 ALPK1 AMDHD2 ANKZF1 AOPEP AP5Z1 AQP3 ARHGAP45 ARHGEF1 ATP8B1 B4GALT1 BCL6 BMAL1 BRD9 CAMK1D CAPN10 CARMIL1 CCDC103 CCR9 CCZ1B CD1C CD247 CD4 CD52 CD8A CD8B CEP131 CEP85 CHI3L2 CHMP7 CHRNA3 CLCN7 CNPY4 CREBBP CSNK1G1 CUL2 CYB5R1 CYP46A1 DAPK3 DBF4B DBT DCLRE1C DCUN1D2 DGKA DIPK1A DUSP8 DUSP9 E4F1 ECE1 ELOVL4 ENTPD6 EPHB6 EPHX2 EVI2A EXT1 EZH1 FAM53C FASTKD5 FAT1 FBLN2 FBXW12 FHIP2B GDI1 GLA GMEB2 GSDMB GTF2H3 GTSE1 H2AC15 H4C1 H4C11 HAGH HAUS2 HCFC2 HDAC7 HIVEP2 HSD17B7 IL23A IL32 INTS1 IPP IQCC IRAG2 ISG20 ITPR3 KANK2 KDM2A KDM4C KIF3B KLC2 KLHDC4 KLHL24 KRI1 LMF1 MAP2K7 MAU2 MICAL1 MPPE1 MR1 MSL3 MTG1 NCOA1 NEIL1 NFATC2IP NSMF NSUN5P2 NUDT13 OGG1 OSBPL2 PARD3 PCSK5 PDE4C PGF PHF1 PIK3IP1 PLA2G15 PLAG1 PLEKHA5 PLXDC1 POGLUT1 POLG2 POM121 POR PPP6R2 PRR11 PTGDR2 PTPN4 PTPN7 PTPRC PTPRK QRICH1 QSER1 RAB2A RABL6 RBM38 REEP4 RESF1 RGCC RGL2 RHOT2 RNF19A RORC RXRB S100A10 SATB1 SETD1B SIRT7 SIT1 SKAP1 SKIC2 SLA SLAMF1 SLC12A7 SLC26A6 SLC27A3 SLC35E1 SMPD3 SPAG9 SPATA2L SPOCK2 SPSB3 SRF STAG3 STAG3L1 STIMATE STK32B TAFAZZIN TAOK1 TCF20 TCF7 THAP3 TM7SF2 TMC6 TOM1 TRAC TRBC1 TRBV10-2 TRIB3 TTLL3 UBQLN4 UGGT1 VIPR2 VOPP1 WRAP73 XYLT2 ZNF14 ZNF160 ZNF335 ZNF587 ZNF611 ZNF721 ZNF839 GSE25088_WT_VS_STAT6_KO_MACROPHAGE_ROSIGLITAZONE_AND_IL4_STIM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25088_WT_VS_STAT6_KO_MACROPHAGE_ROSIGLITAZONE_AND_IL4_STIM_DN ABHD14A ABHD17C ACAT1 ACTA2 ACVR2A ADORA3 AGAP3 AGFG2 AIM2 AMD1 ANKRD35 ANKS1B APOL4 ARHGEF12 ARL8A ASGR1 AURKAIP1 B9D2 BAG2 BATF BEX5 BIK BLVRA BMI1 BPGM CADM1 CCL4 CD70 CD86 CD99 CDK2AP2 CDKL2 CHDH CISD3 CITED2 CIZ1 CNBD2 COL6A3 COPZ2 CPM CPPED1 CPQ CPT1A CTSA CTSB CTSV CX3CL1 DOCK9 DSTNP2 DTX1 DYNC2I2 EID3 EMB EOGT EVI5 F5 FAM110C FAM124A FAM169A FAM43A FLVCR2 FLYWCH2 FXN FXYD2 FZD3 GALM GALNT4 GAREM2 GBP1 GHRH GJB6 GK3 GLB1L GLDC GLIS3 GLMP GPAT3 GPN1 GPR183 GPRC5B GRK4 GSTK1 GTDC1 HCG4 HSPA9 ICOS ID1 IFNG IFT22 IGFBP7 IL17A IL17RB IL1R2 IL5 INPP4B IQCG IQGAP2 JAKMIP1 KCNAB2 KCNC3 KCTD15 KIF21A KIF5C KIF9 KIR2DS4 LDOC1 LIMA1 LMNA LYRM1 MAOA MAP3K21 MAPK6 MORN1 MPO MRPL21 MSC MT1F MT1G MT1H MT1HL1 MT1X MT2A MX2 MYG1 MYL9 MYO5A MYOF NAALADL1 NACC2 NAPSA NCLN NEO1 NMRK1 NXF5 OSCAR OSGIN2 OXCT1 PAM16 PAQR6 PFDN4 PIAS2 PIP5K1B PITX3 PLAC1 PMVK PNMA1 PPP1R14C PPT1 PRKAG2 PTGDR2 PTGR3 PTPN13 RAB27A RADX RCAN2 RENBP RGS9 RNF157 RNH1 RNPS1 RUNX1 RUNX2 SCPEP1 SEL1L3 SELENOK SEMA6D SGCB SLC22A17 SLC35E4 SLC38A5 SLC47A1 SLC9A9 SNHG16 SNRPC SPATA2 STOM SULT1B1 SUPT5H TBC1D25 TBKBP1 TBX21 TEC TEPP TMEM147 TRABD2A TRERF1 TRIM47 TRIM69 TSPO TUBA3D TXN2 UBE2A UBXN10 YWHAQ ZBED10P ZFYVE28 GSE25088_WT_VS_STAT6_KO_MACROPHAGE_ROSIGLITAZONE_AND_IL4_STIM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25088_WT_VS_STAT6_KO_MACROPHAGE_ROSIGLITAZONE_AND_IL4_STIM_UP ACLY ACTR3B ADAT1 ADGRL4 AGAP1 AKIP1 AKR7A2 ANKRD54 ANXA2 ATAD3A B4GALNT4 BICC1 C4orf46 CCDC102A CCDC6 CD81 CDC42EP5 CDC45 CDCA3 CDK1 CENPE CEP126 CFDP1 CH25H CHD7 CHST11 CIDEA CISD1 CKAP4 CLASP1 CMPK1 CMTM2 COPS3 COQ9 CTDSPL2 CWC27 CX3CR1 CYP19A1 DAP3 DBF4 DCTD DDX20 DDX27 DGCR8 DHCR7 DLG3 DOCK5 DPH7 DSC1 DUSP22 DYNC2I1 DYNLT5 E2F8 EIF2S2 EIF4EBP2 EMC1 EMILIN2 ENTPD5 EPHB4 ERAP1 ERI1 FAHD2A FAM220A FBXO46 FRRS1 GALNT18 GFM1 GGA2 GRWD1 GSPT2 GTF2F2 HACD1 HDGF HIP1 HNRNPA3 HSD17B12 ICA1 IL25 IPP IPPK IRF2BPL KANSL3 KCP KMT5A KPNA2 KRT71 LAP3 LAS1L LDAF1 LRRC8D LXN MAOA MARK4 MEAF6 MFSD2A MMS22L MRPL15 MRPL19 MRPL46 MTFR2 MTR MVB12B N4BP1 NEK4 NHERF1 NME2 NMT1 NOSTRIN NRAS NSUN4 NUBP2 NUCKS1 NUDT6 NYX OOSP2 OXSR1 PBK PCGF6 PCLAF PDCD6IP PDHA1 PEBP1 PFDN4 PIK3CD PITRM1 POC1B POLE PPM1F PRDM5 PRNP PRORP PSIP1 PTGIS PTH1R PTPRB RABL3 RAD54B RALBP1 RASA2 RBL1 RCN2 RETSAT RNF4 RPL23A RPS27L SAP30 SAR1A SASS6 SBNO2 SCRIB SERPINE2 SF3A3 SHISA2 SLC17A7 SLC19A2 SLC20A1 SLC25A3 SLC25A39 SLC2A8 SLC35D1 SLC48A1 SLC9A5 SMARCA5 SNAPC2 SNHG6 SNHG7 SNX7 SPC24 SPC25 SPTLC3 SRRD SS18 STC2 STEAP3 STRN SUCLG1 TACC3 TBC1D9 TFEC TFPI THAP4 THBD TIRAP TMEM143 TMEM238 TNPO1 TOPBP1 TRIM28 UBALD2 UGDH USH2A WDR19 WEE1 WFDC5 XRCC3 ZBTB22 ZC3H13 ZDHHC18 ZMPSTE24 GSE25088_WT_VS_STAT6_KO_MACROPHAGE_ROSIGLITAZONE_STIM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25088_WT_VS_STAT6_KO_MACROPHAGE_ROSIGLITAZONE_STIM_DN ABLIM2 ACADSB ACTB ACTRT2 ADAMTS6 ADGRE5 ADORA3 AHI1 AIF1L ALDOC AP1M2 AP3M2 APBA1 APPL2 ARPC5 ATP1B3 ATP8B1 ATXN7L3B B3GNT9 BET1 BTBD8 C12orf75 C1orf198 C2orf88 CALCOCO1 CD53 CDC42BPG CDK14 CHD9 CLDND1 CNOT8 CNTN6 CTNNA1 CTSW CYBB DAP DDI2 DGKE DLL4 DNAJC4 DUSP5 EIF4A2 EPB42 EPHA2 EPSTI1 EZH1 FAM174A FANCD2OS FBXL12 FGD6 FLNB FOXO1 FOXRED2 GATC GPR25 GPR35 GPR37 H3C7 HERC2 HLA-E HMGN3 HRH1 HS3ST3B1 IGLC7 INO80D INPP4A IRAK2 IRF1 ITGAL ITGB3 KANK2 KCTD12 KDM7A KIAA0825 KIZ KLHL18 KLRK1 KMT2E LDLRAD3 LGR5 LINC01160 LMAN2L LYNX1 MAN1C1 MAP1LC3B MBD5 MEAK7 MESD MKS1 MMAA MMP10 MRGPRG MYCL N4BP2L2 NFKB1 NOCT NPVF NRXN2 OSTM1 PDE7A PDXK PELI1 PEX2 PHLPP2 PINK1 PLEKHB2 PLTP POLR3B PPP1R3G PPP3CA PRKAG2 PRKRA PRR5L PTK2 PTPRC PTS PURA PURG RABEP2 RALGAPA1 RALGPS1 RAP1A RASSF4 RBM5 RCBTB1 RELL1 RGL1 RNASE6 RNF146 RORC RPL39 SARAF SAV1 SBSPON SCAI SDCCAG8 SELENOO SEMA4C SENP6 SENP7 SHARPIN SIGLEC10 SLA2 SLAMF6 SLC27A1 SLC35D2 SLC35D3 SLC38A9 SLFN13 SMS SOGA1 SP1 SPATA9 SPNS3 SQLE STAT2 STOML1 SYN1 SYNPO TAOK1 TENM1 TFRC THNSL1 THY1 TIFA TMEM127 TMEM218 TMEM86A TMOD3 TNFAIP8 TNIP1 TPPP TRAPPC5 TRAPPC6B TRMT1L TSPYL4 TTC19 TUBGCP5 UBL3 UCKL1 UFL1 USO1 UTY VAMP1 VAV2 VEGFC VPS26A VPS39 VPS50 WARS2 WRN XBP1 XIAP XRCC4 YPEL5 ZDHHC9 ZEB2 ZFYVE1 ZFYVE21 ZMIZ1 GSE25088_WT_VS_STAT6_KO_MACROPHAGE_ROSIGLITAZONE_STIM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25088_WT_VS_STAT6_KO_MACROPHAGE_ROSIGLITAZONE_STIM_UP ABCD3 ABHD2 AGO2 AKAP9 ALDOA ARHGAP35 ARRDC4 ATP10D ATPSCKMT ATXN1 B4GALT3 BABAM1 BCLAF3 CAMK1D CCDC18 CCDC9B CCNB1IP1 CD109 CDC23 CECR3 CELF1 CEP152 CEP85L CHP1 CLTC COPZ1 COX18 CTNND1 CYTH4 DDX39B DNAAF3 DNAJC4 DPCD DPP8 EDRF1-DT EEF1A1 EEF1G EEF2 EFR3B EIF2AK3 EP400 EPHX4 EPRS1 ERGIC2 ETF1 ETHE1 FABP4 FAM168A FBXW7 FH FILIP1L FNTB FRMD4B FXN GALNT2 GAPVD1 GAS8-AS1 GK5 GOLGA3 GOLGA8H GPI GPR155 GSAP GTF3A GUSBP2 HCCS HLA-DRB4 HLA-F-AS1 HOMEZ HS3ST1 IARS2 IGIP INPP5A IPO5 IPO7 ITGAM KMT2C KRT10-AS1 LAMA4 LAPTM4B LCORL LINC00662 LINC01278 LIPT2-AS1 LRAT LTB LYRM7 MAPK9 MBTD1 MED23 MID1 MIR99AHG MLEC MRTFB NACA NCAPD2 NCAPG2 NDUFA3 NDUFB8 NME7 NMT2 NUDT22 NUMB NUP42 NUTF2 OSTC OXA1L P4HA1 PAPOLA PCYOX1 PEMT PJA1 PLPP5 PMEPA1 POLR2G PPA2 PPM1F PYROXD2 RANBP2 RBPJ RDH10 RNF125 RNF14 RNF149 RPF2 RPL13A RPL21 RPL30 RPL34 RPL8 RPS2 RPS3 RPS6KB2 RTN3 RUNX1 SBNO1 SDHD SEC16A SLC25A3 SLC25A37 SLC26A2 SLC38A2 SLC45A1 SND1-IT1 SORT1 SOX12 SPCS3 SRSF1 ST6GAL1 TBC1D2B TEX261 TLR2 TMEM126A TMEM170B TMEM177 TMEM245 TMEM273 TMSB15B-AS1 TPP2 TRAK2 TRDMT1 TRIB3 TRMO TSPAN7 TSPO TSPYL1 TTC3 TULP4 TUSC2 UBE2G2 UBE2J1 UBXN1 UCHL3 UFSP2 UQCC3 URB2 VEGFB VGLL4 VPS13B VPS45 WDR37 XRN2 YWHAG ZBTB26 ZBTB44 ZCCHC14 ZCCHC24 ZCWPW2 ZMIZ1 ZNF132 ZNF280D ZNF397 ZNF704 ZNF805 GSE25088_WT_VS_STAT6_KO_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25088_WT_VS_STAT6_KO_MACROPHAGE_UP ABHD10 ACY1 AFG1L AGA AKAP13 ALPK2 ANP32A APH1A APOL6 ARID1B ARL6IP4 ASPM ATRN ATXN7L3B AURKB BACH2 BCL2L13 BNIP1 C1QC CAMK1G CBLB CCDC66 CDK5RAP3 CHP1 CLCN5 CLEC16A CLEC4G COX4I1 COX7A2L CREBL2 CS CSMD1 CTDP1 DDB2 DYRK4 EIF2S3 ENSG00000267665 EPRS1 ERGIC2 ERGIC3 ERLEC1 EYA4 F10 FAF1 FAHD2A FAM234A FARP2 FECH GALC GAS5 GBP4 GGTA1 GOLM1 GOLM2 GPHN GRN GSAP GTPBP1 HEXIM2 HIGD2A HMG20A HMG20B HMGN2 HSPD1 ICA1 IFI44 IFRD1 IVD JOSD1 KCNH2 KCNN1 KMT2D LDB1 LIN54 LINC01592 LINC03025 LITAF LMNB2 LMO4 LRPPRC MALT1 MANBA MBOAT2 MCM6 MED12 MEPCE MGLL MICAL1 MIR663AHG MND1 MRAS MRPL45 MT1M MYL5 MYO15B NBEAL2 NFIA NFS1 NSA2 ODC1 OPA1 OXCT1 PAK1 PANK1 PARP12 PCP4L1 PEBP1 PFKM PHACTR3 PHB2 PI15 PIN1P1 PITHD1 PLCZ1 PLEKHG4 PLGRKT PPM1J PPP2R5A PRKAB1 PRORSD1P PSMG2 PTCD3 PTPN18 RACK1 RAD54L2 RAMP1 RANBP10 RASA3 RASSF5 RELB RMI2 RNF182 RPL10A RPL4 RPL41 RPLP0 RPN2 RPS10 RPS12 RPS13 RPS2 RPS23 RUBCN RXRB RXYLT1 SDS SDSL SEC11A SEPTIN11 SFMBT1 SFT2D3 SFXN4 SH3BP5-AS1 SLC22A23 SLC25A41 SLC39A3 SND1 SNHG11 SNHG32 SOX7 SPC25 SPECC1L SRPRA SRPRB SSX2IP ST7-AS1 STARD7 STEAP1B STH SUV39H1 TERF2 TESC TIMM9 TLE4 TMCO4 TMEM192 TMEM216 TMEM62 TNXB TOE1 TOMM70 TOR3A TRAF7 TRMT1 TRMT5 UBE2E1 UBE2E2 UBXN1 XAGE3 XPO4 ZDHHC18 ZMAT1 ZNF496 ZNF618 ZNF844 ZSCAN32 GSE25123_CTRL_VS_IL4_AND_ROSIGLITAZONE_STIM_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25123_CTRL_VS_IL4_AND_ROSIGLITAZONE_STIM_MACROPHAGE_DN AGFG2 AIF1L AIRN AMMECR1L ASPRV1 ASTN2 ATP2B3 ATXN7L3B C2CD5 C3orf18 CA7 CAPN6 CCAR1 CCDC157 CCDC180 CCNE1 CD28 CD302 CDKL3 CHODL CHRAC1 CIR1 CLCA1 CLCN3 CLDN12 CLDN18 CLMP CNOT6 COMMD2 COX7A2 CR1L CREB1 CRYGS CSDC2 CSNK2A2 CTNND2 CWC22 CXCL13 CYP11B1 CYP2S1 DDX3X DEPP1 DHTKD1 DNAI2 DNAJB14 DUOXA2 DZIP3 EEF1AKMT1 EIF2D EMILIN2 EPHA6 EPHA7 EQTN ERCC6L2 ESD ESF1 EXOC6 F8A1 FAM241B FANCD2OS FEN1 FHIT FIBIN FOXP1 FRZB FXYD6 GABRA4 GABRB3 GAPVD1 GASK1B GCFC2 GM2A GREM2 GRIA2 GSX2 HECTD2 INSYN2B IRX5 KALRN KCNK7 KCNN2 KHDC1L KIAA1549L KLHL13 LAGE3 LAMTOR5 LARGE1 LMO3 LPAR4 LRRC3B MAP1A MAP2K4 MAP3K2 MARF1 MBD5 MBNL2 MBOAT4 MBTD1 MCCC1 MED30 METTL2B MFAP3 MGA MICOS10 MMP16 MMUT MPZ MRPL11 MRPL20 MRPL33 MRPL55 MRPS36 MS4A18 MSANTD1 MTF1 MYCBP2 MYO1H NAA16 NAB1 NAV1 NDUFA12 NDUFA13 NDUFA2 NDUFB11 NDUFB2 NDUFB3 NFIA NIPBL NOVA1 NTMT1 NUDT7 PAN3 PCDHB12 PDE1C PITPNB PITPNC1 PLOD2 PLPPR4 PNMT POLR1D POU5F2 PPP1R3A PRELID1 PRKACA PRKACB PROCA1 PSMA5 PSMB4 PTAFR RAD54B RALY RIC3 RIMS3 RPF2 RPL26 RPL31 RPS14 RPS7 RRM2 RTL3 SAMM50 SAPCD1 SAPCD2 SCRN3 SHH SLC1A2 SLC22A17 SLC35D2 SNRNP25 SNW1 SOCS2 SOHLH2 SON SPATA48 SPATA7 SRP19 ST18 STEEP1 STIMATE SYNJ2BP TAOK3 TBX15 TCEAL1 TERB1 TMEM74 TMPRSS2 TTC32 UBN2 UQCC6 URGCP URI1 USP53 VAMP3 VIPAS39 WASHC4 WT1 XRCC4 ZNF292 ZNF536 ZNF679 GSE25123_CTRL_VS_IL4_AND_ROSIGLITAZONE_STIM_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25123_CTRL_VS_IL4_AND_ROSIGLITAZONE_STIM_MACROPHAGE_UP ADIPOR1 ADORA2A AGRN ALDH18A1 AMPD1 ANXA5 AP2B1 ARHGDIB ARL4C ARPC4 ASH2L ASS1 ATF7 ATP13A2 ATXN7L3 B2M B4GALNT1 B4GALT4 BCL9 BICRAL BMF BPNT1 CAB39 CASS4 CBX8 CCDC43 CCDC71 CCR7 CD37 CD8A CDK13 CECR2 CHRNB1 CLBA1 CNR2 COP1 COPS7B CPT1A CSDE1 CTR9 CTXN1 CXCR4 DDOST DENND5A DGKQ DNAJB11 DNAJB2 DNMT3A E2F4 EIF1B EIF2AK3 EIF4A1 ELF2 ELF4 EMC4 EPS15L1 EPS8L1 ERC1 EVL FBL FLT3LG FRG1 G6PC2 GABPB1 GFM2 GFOD2 GNA11 GPATCH2L GPR171 GRB2 H2BC3 HEXIM1 HIPK1 HLA-C HM13 HMGB1 HNRNPH1 IFI27L2 IFNGR2 IFT80 IL12RB1 IRAK3 IRF4 IRF9 ITFG2 JUNB KANSL1 KLHL42 KLRD1 LAMC1 LEF1 LENG8 LEPROTL1 LMNB1 LSM2 LYRM4 LYSMD2 MAPK6 MS4A1 MYL10 MYO1G NAA40 NARF NCSTN NDRG2 NDRG3 NF1 NLRC5 NMNAT1 NOTCH3 NPM3 PBX2 PCGF5 PDZD11 PEAK1 PEX5 PFN1 PIK3IP1 PLAA PNISR PPP1R18 PPP1R35 PPP3CA PPP4C PPP4R3A PRCC PRCP PRKAB2 PRRT1 PSAP PSME3 PTPN9 QRICH1 RAB12 RAB19 RAB3GAP2 RAB5C RASSF2 RBM45 RBMS2 RCC2 RHOA RMC1 RNF167 RNF213 RNF41 RRAD RTN4 RTP4 SERPINA7 SETD1B SH3BP1 SH3PXD2A SIGMAR1 SLC10A2 SLC25A51 SLC35C1 SLC37A3 SLC7A6OS SLC9A9 SMAD3 SNX18 SNX5 SPINT2 SPRING1 SS18 ST6GAL1 STARD5 STK25 STK35 SUOX SUPT4H1 TLE1 TMEM106C TMEM248 TMEM38A TMEM81 TNFSF10 TP53 TP53RK TSC22D3 TSPYL4 TTC5 UGCG UNKL USP18 UTP15 VANGL2 VAPB WDR18 YWHAB ZBED3 ZC3H14 ZDHHC5 ZDHHC9 ZFP36L2 ZNF146 ZNF169 ZNF3 ZNF652 GSE25123_CTRL_VS_IL4_AND_ROSIGLITAZONE_STIM_PPARG_KO_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25123_CTRL_VS_IL4_AND_ROSIGLITAZONE_STIM_PPARG_KO_MACROPHAGE_DN ABHD15 ACOXL ACP3 ACSS2 ACVRL1 ADAT1 ADCY6 ADH1C ADPGK AFDN AFF1 AGK ALKBH4 ALKBH8 AMPD1 AMZ1 ANAPC5 APP ARHGAP29 ARHGAP39 ASB13 ATP1B1 ATP8B4 BBS2 BCL11B BEND5 BPHL BTG3 C1orf21 CA11 CA12 CAPN3 CARD6 CASQ2 CCDC82 CCDC88A CD163 CDKN2A CDR2L CERKL CNGA1 CNN3 CRTAM CTPS1 CYP2D6 DAPK1 DBNDD1 DENND11 DET1 DKC1 DLEU7 DNAJC7 DPH6 DPH7 DYRK2 EIF3E ENC1 ENPP4 EPC1 EPM2AIP1 EYA1 FBXL4 FGFBP3 FITM2 GABRR2 GBP6 GET4 GPD2 GPR18 GRAMD2B GRAP2 GSTK1 GTF2I GUCA1B H1-2 HBG2 HDAC2 HLA-DOB IGSF21 IL11RA INSR IRF6 ITGB6 KCNMB4 KIAA0040 KLHDC9 KLHL18 LAIR1 LBP LMO4 LYNX1 LYPD6B MACROD1 MAGEF1 MAGI3 MCFD2 MCTP2 METTL16 MGAT4A MIB2 MITF MKNK1 MMUT MRPL38 MSRB2 MTURN MTX3 MYO1D NCKAP5L NDRG3 NFIX NIM1K NIPA1 NR2C1 OASL OR2S2 OVGP1 PAFAH2 PAK1 PAK1IP1 PATZ1 PDK1 PFKFB2 PIK3IP1 PIP4K2A PKNOX1 PLEKHA1 PMS2 PRSS46P PXYLP1 RAB3IP RALGPS2 RAPGEF4 RASAL1 RASGRF2 REXO1 RGMB RGS11 RMDN3 RNF130 RP1 RP1L1 RRAS2 RSAD1 RSPO1 S100A14 SBSN SCML4 SELENOP SELL SGK3 SLC16A5 SLC20A1 SLCO3A1 SORCS2 SPATA5L1 SPICE1 SPSB1 SRSF12 SSBP2 ST8SIA6 STXBP4 TBC1D16 TCEAL8 TDRP TET1 TFAP2A THEM6 THNSL1 TIMM8A TMIE TMPRSS5 TNKS TNNT3 TOM1 TREML2 TRIM28 TRIO TRMT1 TRUB1 TTC27 TTC28 TULP3 TXK UBE3D UBXN11 USP36 VIPR1 WDR89 XKRX ZBBX ZBTB16 ZBTB20 ZC3H3 ZFYVE28 ZKSCAN1 ZNF212 ZNF600 ZNF672 ZNF830 GSE25123_CTRL_VS_IL4_AND_ROSIGLITAZONE_STIM_PPARG_KO_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25123_CTRL_VS_IL4_AND_ROSIGLITAZONE_STIM_PPARG_KO_MACROPHAGE_UP ABCA7 ABCD3 ABHD14B ADGRG1 ALDH1L1 ALS2 ANXA9 AREL1 ATP10D ATRN AZI2 B3GAT1 BOLA2 C10orf88 C18orf32 C8orf58 CA1 CA2 CA9 CABP7 CCDC80 CCDC88C CCL20 CD274 CD79A CDK5R1 CERS4 CHCHD7 CHRNB4 COL4A3 COPA COPS7A CPNE4 CSTB CXXC5 CYP11A1 CYP4A11 DEF8 DGAT1 DRC3 DTD1 EIF1AY ERG ETV6 F7 FAM171A1 FBH1 FBXO16 FER FHIP1B FLNB FRA10AC1 FRMD4A FXYD2 GALC GAS2L1 GGA1 GID4 GLA GRB10 GRM5 GSR GTF2IRD2 HADH HDC HEBP1 HES3 HGF HLF HSD11B1 HSD17B11 HTRA2 ICA1 IGF2BP1 IL15 ING5 INPP5E KIAA0040 L3HYPDH LIG4 LIMA1 LMO2 LONRF1 LTBP3 LTF MAPK1 MARVELD2 MB METTL6 MFAP3L MLLT3 MOGAT2 MPV17 MRGBP MRPL36 MSRA NAALADL2 NBEAL2 NEU1 NFIA NUDT13 ORC3 OTOS P3H3 PADI1 PCDH15 PCDHB1 PDCD4 PDZD8 PEX11A PIP5K1B PKD2 PML POMGNT2 PORCN PPIC PPM1H PRAM1 PRKAR2B PROM1 PRR22 PRXL2A PSD3 PSEN2 PTGR1 PXK PXYLP1 QSOX1 RAB34 RALGAPA1 RGS14 RIDA RIGI RIOX1 RNF113A RNF144A RNF169 SCARF1 SCMH1 SDSL SELP SH2D4A SH3GL2 SLC12A3 SLC22A3 SLC24A3 SLC25A28 SLC27A4 SLC29A2 SLCO3A1 SMIM17 SMPX SNAPC4 SON SPAG4 SPATA4 SPO11 SPRR3 SRPRA STK16 STK26 STMP1 SULT1B1 SUSD1 SYNE4 TBC1D8B TCAF1 TCEAL8 TCN2 TENT5A THRSP TIGD2 TIMM10 TLR4 TMBIM6 TMEM18 TMEM191C TMEM258 TMEM98 TMX4 TRABD2B TRIM6 TRIP6 TSLP TSPOAP1 TST TTC39B UQCC6 USP49 VIP VSIG10L VSNL1 WDR48 ZCRB1 ZMPSTE24 ZNF330 ZNF438 ZNF496 ZPBP ZSWIM3 GSE25123_CTRL_VS_IL4_STIM_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25123_CTRL_VS_IL4_STIM_MACROPHAGE_DN ACAA1 ADAM9 ADAMTS14 ADCY3 AGAP3 AIG1 ALCAM AMPD3 ANXA2R-AS1 ANXA7 ARHGAP21 ARID4A ARMCX1 ARMCX2 ARMT1 ASH1L ATIC BANK1 BCL2L2 BHLHE40 BRPF1 C1orf210 C2orf68 CABIN1 CASK CCNG2 CD27 CDCA7 CDHR1 CDK5RAP3 CENPM CEP68 CMTM6 COPG2 COX4I1 CSDE1 CTNNBIP1 CYLD DERA DOCK10 DOCK7 DOCK9 DPH5 DST DTX1 DUSP4 DZIP3 EEF1B2 EIF2D EIF3E EIF3H ENSG00000284837 EPHA4 ESD FAM167A FBL FNIP1 FOXK1 FUCA1 FURIN FXYD7 GAB1 GATA3 GNB4 GOLGA2P5 GPATCH2 GPR183 GPR34 GRHL1 HAPLN3 HNRNPU HVCN1 IER3 IFTAP IL10RA IL4R IL7R ILDR2 IMPA2 INPP1 ITM2C ITPR1 JAK2 KARS1 KAT2A KIT KLHL13 KMT2E LARP1B LGALS3BP LIMS1 LINC01016 LMNA LRRC37A16P LRRC37B LRRFIP1 LTA4H MACROH2A1 MAML2 MAP3K1 MAP3K4 MAP9 MBOAT1 MCCC1 MICAL3 MICALL1 MIER2 MLXIP MPST MTM1 MYC MYRIP MZF1 NELL2 NFKB2 NOD2 NREP NXN OGT OSBPL9 PAQR6 PHLPP1 PIKFYVE PLP2 POLR1F PPP3CA PRAM1 PRKAR2B PRMT2 PRSS33 PTAR1 PTEN PTK2 QTRT1 RAB21 RAB5A RAD51B RBPJ RCAN3 REXO5 RFX3 RPE RPL36 RPL36A RPLP2 RPS12 RPS2 RPS9 RPSA RXYLT1 SCPEP1 SCYL1 SESTD1 SGSM3 SH3YL1 SLC19A2 SLC20A1 SLC2A13 SLC7A6 SLFN13 SNN SPAG1 SPRY1 SPRY2 STK17A STX17 SVIL TAB2 TBC1D32 TCIRG1 THAP11 TIMP2 TLR2 TMEM87B TNFSF11 TP53I13 TRAF5 TRRAP TSPAN4 TSPYL4 TST TTC4 UBASH3B UBE2Q2 USP20 USP27X WASHC4 WHAMM XPC YBX3 YWHAE YWHAG ZC3H7A ZCCHC24 ZFYVE26 ZNF296 ZNF544 ZNF711 ZZZ3 GSE25123_CTRL_VS_IL4_STIM_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25123_CTRL_VS_IL4_STIM_MACROPHAGE_UP ABHD6 ABI3 ABTB3 AGAP1 AGTRAP ALOX5AP ANXA4 APLP2 APMAP ARHGAP27 ARIH2 ATP2A3 BAG4 BCL11B BCL7B BIK BIN3 BNIP3 BRK1 BRMS1L BTBD6 BTD CACHD1 CARD16 CASP1 CBX1 CC2D1A CCDC65 CD160 CD247 CD58 CERK CES1 CHST10 CINP CLIC6 COA6 COPS3 COQ10B COX7B CTPS1 CYB5R4 CYBA CYTIP DAPK2 DDOST DEF8 DEPTOR DFFB DMAC2 DNMBP DSTN DTX3 DUSP22 EBP EFHD2 EIF2B2 ELAVL1 ELOC ELP6 EMC10 ETV2 EXOSC6 FAM53B FCGR3B FGFBP2 FYN GAK GAR1 GLRX GMNN GNAL GNPDA1 GNS GOLGA7B GON7 GRAMD2B GZMB HCLS1 HEXB HEXIM1 HIPK2 HS3ST3B1 IFI16 IGF2R IQSEC1 ITGAL ITPK1 JADE2 JAKMIP1 KIF20B KIR3DL3 LAMP1 LANCL3 LBH LILRB1 LINC01003 LINC02481 LPAR6 LRPAP1 LY6D M6PR MAD1L1 MARCKSL1 MAST3 MCM5 MED10 MED14OS MGAT1 MORC4 MRPL27 MRPL44 MSN MYH9 MYL6 NCKAP1L NCOA6 NDUFAF4 NDUFB1 NDUFB4 NME8 NNMT NPC1 NPL NSMF NUDT1 OAT PARP15 PCBP4 PCGF6 PCID2 PCNT PDCD2 PDIA4 PDRG1 PIK3R5 PLOD1 POLD4 PPARA PRKAG2 PRKCA PRKCH PRR5L PSAP PSMB7 PTCH1 PTK2B PTPN18 RAB11FIP5 RASSF4 RFXANK RNF139 RNF169 RSRC2 RUNX1 S100A6 SAMSN1 SAP18 SESN2 SFT2D1 SGF29 SGPL1 SHISA5 SKP1 SLC43A3 SLC46A3 SLC5A6 SNAP47 SNRPD1 SORCS2 SPAG5 SPHK1 SPON2 SPOPL SRSF7 SSBP3 SUPT4H1 TERF1 TFIP11 TGFBR3 TGIF2LY TIMP1 TKTL1 TMEM9B TRIM22 TRIM25 TSHZ3 TSPYL2 UQCR10 UQCRFS1 URGCP USE1 WDR83 ZBTB17 ZCCHC10 ZNF18 ZNF335 ZNF565 ZNF683 ZNHIT1 GSE25123_CTRL_VS_IL4_STIM_PPARG_KO_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25123_CTRL_VS_IL4_STIM_PPARG_KO_MACROPHAGE_DN ADAR AGT AHNAK AKT3 ALKBH5 AR ARHGAP30 ARHGEF9 ARR3 ART3 ASAP1 ASB4 ATXN1 ATXN7 BCAN BCL2 BCORL1 C11orf52 C5orf24 CA12 CACNB1 CACNB2 CAPN7 CAST CCDC117 CCDC122 CCN4 CD247 CD69 CEP85 CHD6 CHIC1 CNOT6 COL8A1 COL9A1 CORO2B CRIP1 CST5 CYB5R2 CYP11B2 CYP27A1 CYP4A22 DDX17 DLG3 DMRTC1B DNAJA1 DOCK3 DTX3L ECHDC3 EGR1 EHD3 ELOVL5 EPHA2 ERRFI1 FAAP24 FAM117B FAM20C FARP2 FBXL5 FBXO33 FIBIN FOXN4 FZD2 GABRE GBP7 GCOM1 GLIPR1 GLRB GLS GRK1 HES7 HMGA2 HTRA3 IAPP IGFBP3 IGIP IGKC IGSF9B INPP5F ITPR2 JMJD6 KAT7 KBTBD11 KCNA5 KHDC1L KISS1R KLF14 KRR1 KYAT3 LAMC1 LATS2 LCAT LIN37 LNX2 LORICRIN LRIF1 LRRTM2 LY75 MALT1 MAP9 MCL1 MED13 MIS18A MOB3A MS4A6A MTURN MYO5A NAP1L5 NDN NEO1 NFKBIZ NIPA2 NLGN3 NTF3 NUFIP2 NUP153 OR51B2 OR51B6 OR51E1 OSCAR PAFAH1B2 PAN3 PARP12 PCDHB1 PDCD1LG2 PDE10A PIGC PIK3R6 PLA2G3 PLA2G6 PLS1 POM121L12 PPP1R1B PPP1R42 PRAP1 PRELID3A PRKCB PRKCQ PSMB8 PTPRU RAI14 RAP1GAP2 RBFOX1 RBM7 RBPJ RC3H1 RCN2 RESF1 RGS8 RRAGD SBSN SC5D SETD5 SFMBT2 SFR1 SHISA6 SHROOM2 SIAE SKIL SLAMF6 SLC12A8 SLC1A4 SOCS4 SOS1 SOX3 STAT1 STK10 STYXL1 TEX29 THY1 TMCC3 TMEM52B TMPRSS13 TNFSF9 TREML2 TRIM8 TRIQK TRPS1 TRPV4 TSPAN13 TSPAN5 TSPYL1 TUBB1 UBASH3B UBE2Z UBR1 UBXN7 UPK3A USP26 VAV3 VCPIP1 VIM VPS13C VWA5A XDH ZC3H12D ZFYVE9 ZNF260 ZNF790 GSE25123_CTRL_VS_IL4_STIM_PPARG_KO_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25123_CTRL_VS_IL4_STIM_PPARG_KO_MACROPHAGE_UP ABCB4 ACSL1 ACSL6 ALAS1 ALDH2 ANGPTL4 ANK1 APCS AQP1 ARAP3 AREL1 ASB6 ATP1B2 ATP7B C1QTNF12 C7orf50 CAGE1 CCDC110 CCDC172 CCT6A CDC6 CENPK CEP70 CFAP107 CFAP251 CKB CKS1B CLCN2 COA8 COL5A1 CPNE2 CPSF4L CPVL CSNK2A2 CUEDC2 DAPK2 DARS2 DDX59 DENND2B DENND4A DIS3L E2F8 EGFL7 ENOX1 EPHX2 ERC2 EXO5 FABP4 FAHD2A FGF6 FIRRE GADD45GIP1 GALE GATA1 GATB GATM GDA GFI1B GIPC1 GJA1 GLS2 GPAA1 GRAMD1A GTF3C5 H3C4 HARS2 HEXA IDH2 IFRD2 ILDR1 IRF4 ITSN1 KCTD14 KCTD7 KIF22 KIF2C KLF1 KRT85 LACTB2 LDHC LIFR LMAN1 LONP1 LPIN1 LRRC36 LSM7 MAP2K4 MAPK8IP3 MATCAP2 MCM10 MFSD2B MLH1 MLLT3 MMP14 MRPL2 MRPL3 MRPS31 MT2A MTFR2 MYB MYLK3 NAA80 NAPB NDUFA11 NNT NOS3 NSMCE3 NSMCE4A NTN4 NUDT12 NUP42 OGFRL1 OPTN PCBP1 PCCB PEX2 PGAP4 PGK2 PIGQ PKMYT1 PLA2G10 PLEK2 PODXL POLDIP2 POLG2 POLR2F POMC PRDM4 PRSS56 PRX PRXL2A PSMG3 PTDSS2 PTPRJ PYROXD1 RAB3B RAD51AP1 RANBP1 RASAL1 RCBTB2 RRP15 S100A3 SAC3D1 SASS6 SCUBE3 SECISBP2 SFXN2 SGO1 SGSM3 SLC22A23 SLC39A7 SMCR8 SNAI3-AS1 SNN SNX15 SPC24 SPHK1 SRM SSC4D STARD10 STOM STX2 SUPV3L1 SVIP SYCE2 TAL1 TEX22 TFR2 TINAGL1 TLE5 TMEM177 TMOD1 TMPRSS11D TNFAIP2 TNK1 TNNI3 TNNT2 TRAIP TRIM67 TRPM1 TSC22D1 TSNAXIP1 TTC27 TTLL4 UCN UMPS UNC5A VPS33B WDFY1 WDHD1 WDR12 XRCC3 YDJC YEATS2 YJU2 ZFP28 ZMAT5 ZNF335 ZNF408 ZNF410 GSE25123_CTRL_VS_ROSIGLITAZONE_STIM_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25123_CTRL_VS_ROSIGLITAZONE_STIM_MACROPHAGE_DN AAK1 ACP1 ADCY1 AGFG2 AHNAK2 AKR1B1 ANKRD24 APH1B APPL1 BAALC BNIP3L BOK BTBD1 C5orf46 C5orf47 CAMLG CAST CCDC127 CD248 CD300LF CD302 CENPU CEP55 CES5A CGA CHRNA6 COL4A4 COLGALT2 COPRS COX6C CREB1 CSNK1D CTSE CWC22 CYFIP1 DACH1 DBH DDX54 DRAM1 DYNLT1 ECT2 EIF3E EIF3H ELOVL1 ENPP3 EPN2 EPRS1 FAM120C FAM161A FAM72A FANCL FCGR2A FGL1 FMO1 FRMPD3 FRY GABRA5 GAS2L3 GEMIN6 GMFG GMNN GNPDA2 GOLGA7B GPC6 GREB1L GTF2H5 HPF1 HPRT1 HTRA3 HYKK IDH3A IL18RAP IMPG1 INSL5 IYD KIF18A KIF24 KIF26A KRT80 KY KYNU LAMTOR3 LAPTM5 LMO3 LNX1 LORICRIN LUM LYVE1 MAD2L1 MAGI3 MAN2A1 MED30 MIR1915HG MORF4L1 MRPL20 MRPL42 MRPS18C MRPS31 MRPS33 MRPS9 NANP NASP NCAPH NDUFA12 NDUFA2 NDUFB3 NFKBIA NHLRC2 NIPBL NMD3 NMNAT1 NOCT NOVA1 NRN1 NRP2 NUDCD1 NXPH3 OR51B2 OR51E1 OSCAR PAX3 PBDC1 PCDHB5 PGK1 PLA2G4D PLEKHH1 PLK4 POLR3K PPP1CC PRAMEF25 PREX2 PRSS42P PSMA2 PSMA5 PSME4 PTPRC RAN RBBP7 RBFOX2 RBM45 RIF1 RNF222 RNPS1 RPF2 RPP30 RTRAF RYR3 S1PR2 SAPCD2 SDC2 SEC16B SEC61B SIRPB1 SKIC8 SLC30A4 SLC34A2 SLIRP SMC2 SMIM15 SNCB SNIP1 SNRNP48 SNX7 SOX21 SPCS3 SRP54 STAG2 STARD6 SVBP SWT1 TAL1 THEGL TLR5 TM9SF2 TMEM128 TMEM181 TMEM70 TMTC2 TPP2 TRIQK TRPC1 TTC1 TTC33 TTC9C UGT3A2 UNC5C UQCR10 URGCP VGLL2 VPS35 WASHC2A WDR3 WDR54 WNT1 YIPF7 ZC2HC1C ZNF280D ZNF638 ZNF8 ZNHIT3 GSE25123_CTRL_VS_ROSIGLITAZONE_STIM_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25123_CTRL_VS_ROSIGLITAZONE_STIM_MACROPHAGE_UP ABHD1 ACTR1B ADAM8 ADIPOR1 AGER AKNA AKT3 ALG2 AMFR ANKRD13D AP2A1 AP2B1 APOBEC3B ARF5 ARPC1A ASS1 ATP5F1B AUH BCAT2 C1orf122 CALCOCO1 CAPZB CBLB CCDC85B CCR7 CD37 CEBPB CEP250 CFAP141 CFAP410 CHIC2 CHRNE CITED2 CLTA CNNM3 CNOT3 COX15 CREG1 CSK CTDNEP1 CTNNBIP1 CYTH1 DCAF8 DDIT4 DDX27 DGAT1 DGKQ DIP2B DLGAP4 DOK1 DTX3 DUSP5 EGR1 EGR2 EGR3 EIF5A ELF2 ELK4 EPB41 EPHX1 ERP29 EVL EYA3 FAM117A FANCE FBXL20 FHOD1 FOS FRG1 FZD5 GALNT6 GCA GIGYF2 GLIPR2 GLYR1 GPR132 GPR18 GPX4 HLA-E HSP90AB1 HSPBAP1 IL17RA IRS2 ISCU ITGA5 JUNB JUP KAZALD1 KBTBD2 KDM2A KLHL18 KLHL36 LETMD1 LGMN LIN7C LIPE LMNB1 LRRC41 LY9 LZIC MAD1L1 MAPK6 MARK3 MAX MAZ MBD6 MCRIP2 METRN MGAT2 MORN2 MRPS24 MSL2 MTA2 MTURN NCOA7 NCSTN NSMCE3 NYAP1 OTUD7B PABPC4 PACSIN1 PAFAH1B1 PARP6 PATZ1 PBX2 PELO PER1 PHPT1 PIK3R4 PLEKHJ1 PPDPF PPP1R14B PPP1R18 PPP1R37 PRAMEF8 PRKCQ PRR12 PSME3 PTK2B RAB5C RBM22 RCC2 RECQL4 RNF167 RPL18 RTL8B SAMHD1 SARS1 SCAF1 SEPTIN9 SETD5 SF3B4 SHC1 SLC25A3 SLC25A39 SLC25A51 SLC9A9 SMG8 SNORD104 SNRNP70 STARD10 STAT5B STAT6 STK40 STRIP1 STS SUDS3 SUOX TBC1D22B TBL1X TCP11L2 TLE2 TLE3 TMEM115 TMEM81 TNFRSF1A TP53I11 TRIM11 TSC22D4 TSG101 TTC5 TXNDC11 UAP1 UBE2D2 UBE2R2 UBE2T UBOX5 USP22 WDR46 WDR83OS YJU2 YPEL5 ZFP90 ZHX2 ZNF131 ZNF362 ZNF467 ZNF689 ZXDB GSE25123_CTRL_VS_ROSIGLITAZONE_STIM_PPARG_KO_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25123_CTRL_VS_ROSIGLITAZONE_STIM_PPARG_KO_MACROPHAGE_DN A4GALT ACP5 ACTN1 AGO4 AIF1L AKR7A2 AMZ1 ANKRD12 ANO1 ANXA2 APOBEC4 ARF6 ARHGAP5 ARID4A ARL4C ART1 ASPG ATOX1 ATP6V0E2 ATXN7L3B BASP1 BMPR2 C2orf73 C3orf70 C5 C5orf63 CAMK1D CAST CCNY CD52 CD72 CDC42BPB CDH4 CDON CFH CLMN CMYA5 CNOT6L COMMD6 CORT CPSF3 CREBRF CSF2RA CYBB CYP4V2 DBN1 DIRAS1 DOCK2 DTX2 DUSP16 DYNC1I2 E2F5 ELAC1 EPHA4 EPS8 ESCO1 EXOC7 EZH1 FAM161A FAM91A1 FICD FILIP1L FLNA FTMT FXR1 GAB3 GDAP2 GGT1 GLUD1 GNAI3 GPR107 GPR26 GPR35 GPR68 H2BC13 HERC1 HERPUD1 HINT3 HNRNPAB HTR7 IFI30 IFNAR1 IFNGR1 IGFBPL1 IGLC7 IK IL6ST ISX ITGA4 JUNB KBTBD7 KCNC3 KIF9 LACTBL1 LPAR4 LRCH4 LRRC18 LY6D LY9 MAP1LC3B MAP3K1 MAPK14 MBD2 MBIP MCUB MCUR1 MFAP3 MOB4 MORF4L1 MOSPD2 MTMR10 MUC5B MYADM MYO9A MYPN NADK NDST3 NFAM1 NFATC2 NIBAN1 NR3C1 NSD3 OVOL1 PAIP2 PBX3 PCDH8 PEPD PGLYRP1 PHF14 PHOSPHO2 PHOX2A PIAS1 PKD2 PLEKHB1 PLP1 PNRC1 PPM1E PPM1K PRKAB2 PRXL2C PTP4A2 PTPRE PTPRT RAB7A RABEP2 RCOR3 REEP3 RENBP RNF103 RNF150 RNF180 RNF185 RP2 SASH1 SCAI SCN2A SCNN1B SCRN1 SCTR SDCBP SDK1 SELENOO SENP7 SH3BGRL SIK3 SIKE1 SLC66A1 SNX20 SNX8 SQSTM1 STAC2 STAG2 STARD9 STAT5A STK38L STX5 SVIL SYNGR3 TAF13 TAFAZZIN TBC1D22A TBC1D23 TMEM135 TMEM50B TMEM86A TMEM92 TNFRSF13B TNS3 TOX4 TRAPPC8 TRIM7 UBXN2A UVSSA VIM WNT2 YIPF5 ZNF277 ZNF536 ZNF710 GSE25123_CTRL_VS_ROSIGLITAZONE_STIM_PPARG_KO_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25123_CTRL_VS_ROSIGLITAZONE_STIM_PPARG_KO_MACROPHAGE_UP AATBC ABTB3 ACAP1 ACP3 ADA ADAM8 AMPD2 APOBEC3A AQP9 AREG ARHGAP26 ARL8B ASGR1 ATP2A3 BCL2A1 BIRC3 C11orf21 C15orf48 CAMSAP1 CATSPER1 CCDC83 CCDC88C CCL18 CCL20 CCL7 CCR2 CCRL2 CD1B CD1C CD1D CD244 CD48 CD52 CD72 CFP CLEC10A CLEC4E CLEC5A CLMN CREB5 CSGALNACT2 CST6 CSTA CSTB CTNNBL1 CXCL2 CXCL3 CXCL5 CYTIP DCANP1 DDX21 DHRS9 DNAAF1 DOCK5 DPEP2 DUSP10 DUSP2 DYRK3 EDEM1 EHD1 ELF4 EREG ETF1 F5 FA2H FABP5 FCN1 FCRLB FGR FLT3 FRAT1 FRY FTH1P5 GABBR1 GGT1 GK GK3 GLIPR2 GPAT3 GPR183 GRK6 HCAR3 ICAM3 IFFO2 IGF2BP2 IL1B IL1RN IL27RA ITGAX ITPRIP JAKMIP2 KBTBD11 KCNN4 KDM6B LGALS2 LILRA1 LIMD2 LINC00922 LINC00937 LITAF LONRF3 LPL LRG1 LTA4H LYZ MACROH2A1 MALT1 MAP2K3 MAPKAPK3 MARCO MBOAT2 MCEMP1 MGAM MIR3945HG MMP12 MMP19 MTHFD2 MTMR11 MXD1 NAMPT NDEL1 NFIL3 NLRP12 NLRP3 NOD2 NRGN NRIP3 OLIG1 OLR1 OPN3 OSM P2RX1 PADI2 PDLIM7 PFKFB3 PFKFB4 PFKP PGAM1 PHLDA1 PLAC8 PLAUR PLIN2 PLP2 PPARG PPIF PRAM1 PRAME PRKCH PTGER2 PTP4A2 PTPRE RAB27A RAB3D RASSF5 RILPL2 RIPK2 RIPOR2 S100A10 S100A12 S1PR4 SDS SELL SEMA4A SERPINA1 SGMS2 SIK1 SIRPB1 SLAMF7 SLC16A6 SLC25A37 SLC46A2 SLCO4A1 SOHLH1 SRA1 STK17B STK26 STK39 TAGLN2 TAMALIN TANGO6 TIFAB TMEM88 TMTC2 TNFAIP3 TNFRSF10B TNIP3 TRAF1 TREM1 UPP1 USP3 VEGFA VPS37C VWCE WTAP ZMIZ1 ZNF331 ZNF697 GSE25123_IL4_VS_IL4_AND_ROSIGLITAZONE_STIM_MACROPHAGE_DAY10_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25123_IL4_VS_IL4_AND_ROSIGLITAZONE_STIM_MACROPHAGE_DAY10_DN AAK1 ABCB11 ADAMTS20 ADARB1 ADORA2A ADPGK AMPD2 ANAPC5 ANGPTL1 ANKRD23 ANKRD39 ARL6IP5 ARMCX1 ARNT ASIC1 ATP8B1 BMPR2 CAB39L CAMKK2 CASQ2 CCDC171 CCDC186 CCDC40 CCDC62 CCNL2 CCNT2 CDK16 CES3 CIART CLDN12 CSNK1D CSTB CWC22 CXCL2 DAPK1 DCBLD1 DCTN1 DDHD1 DDIT4 DEK DOCK4 DOP1A DTX2 DVL1 ENPEP ERGIC1 EYA1 F13A1 FAM8A1 FBXL19 FIRRE FYCO1 GAREM1 GBP6 GET4 GTPBP2 GUCA1B GUCY1A2 H2BC18 HACD3 HEG1 HIF3A HMBOX1 HMGN3 IGIP INTS6L ITGAV JMJD7-PLA2G4B KIAA0040 KLHL17 KRT76 KRTAP2-4 KXD1 LHCGR LRRC19 LRRN3 LYRM9 MAN2C1 MAP1LC3A MARVELD1 MCF2L MEP1A METTL25B MORF4L2 MSS51 MTX3 MXD4 MYH4 MYL6B MYO1D NAA38 NCKAP5L NDUFA2 NDUFA5 NDUFAF8 NFAT5 NFIA NFKBIA NIPAL4 NISCH NPC2 NPY4R NRF1 NSG1 NSMF PABPN1 PDE1B PFKFB2 PIGO PLAU PNISR POLDIP3 POU5F2 PRKD1 PRPF19 PRPF38B PRPF4B PXN RASAL1 RBM4B REXO5 RGS16 RINL RNF168 ROBO3 ROMO1 RP1L1 RPL23 RPL37A RPS27 RSAD1 SDC3 SEC11C SEMA4C SEMA6D SERF2 SETD1B SHISA4 SLC16A14 SLC17A9 SLC22A17 SLC25A36 SLC38A10 SLC4A9 SLC7A1 SLC7A10 SMARCD2 SNHG3 SNHG8 SNORD104 SNRNP48 SNRPG SOCS7 SON SSH1 STRN4 STX1A STXBP4 SUCO SUGCT SUGP2 TAMALIN TBC1D1 TEKTIP1 TFAP2A TMEM158 TMEM198 TMEM258 TNIK TNK2 TOM1 TRIM69 TRMT13 TSC22D1 TSHZ1 TTC19 TTC28 TTC3 TTLL3 UBL5 UBN2 UBXN2B UPF3B URI1 UVSSA VAPA VAPB VPS37C WDR48 WSCD2 YPEL2 YTHDC1 ZBED6 ZDHHC9 ZFR2 ZMYM3 ZNF329 ZNF436 ZRANB1 GSE25123_IL4_VS_IL4_AND_ROSIGLITAZONE_STIM_MACROPHAGE_DAY10_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25123_IL4_VS_IL4_AND_ROSIGLITAZONE_STIM_MACROPHAGE_DAY10_UP ABHD4 ACYP2 ADAP1 AHR ALAD AMOTL1 ANGPTL2 ANXA4 AREG ARL14 ARNT2 ARPC1A ASB2 ATF6 ATOSB B4GALNT4 BCL2A1 BID BRCA1 BTBD3 BUB1B CAMK1 CAMK2A CAPG CASP1 CASP3 CASS4 CCDC102A CCHCR1 CCR2 CD38 CD74 CD81 CDC25B CDKN2B CDKN2C CHST11 CLDN12 CRELD2 CRMP1 CRYBG3 CST7 CXCR5 CXXC5 CYP51A1 CYSLTR1 DHRS3 DTL DUSP5 DUT EEA1 EHBP1L1 EHD4 ENDOD1 EPDR1 EPHA6 FAM20A FAM210B FARP1 FUCA2 FUT7 GBP4 GCNT1 GDPD5 GINS1 GNA15 GPR15 GPR20 GPR68 GZMB HGFAC HHEX ID2 ID3 IDH3A IFITM2 IFT43 IGKC IGSF9B IL10RB IL1R1 IL1R2 IL1RL1 IL21 ITGAE ITGAV KCTD17 KDELR2 KIF4A KLRG1 KNTC1 KRT18 KRT5 LGALS1 LGALS3 LGMN LITAF LPAR3 LYN MALT1 MAP3K8 MAPK11 MAPK12 MATN2 MED7 MKI67 MMD MPPED2 MYO1F NCKAP1 NCMAP NEB NEURL1B NFATC1 NFIL3 NHSL2 NID2 NLN NPR1 NRP1 NUCB1 OSBPL3 PAQR3 PCOLCE2 PDCD1 PDLIM7 PENK PGLYRP1 PLEKHA8 PLEKHG3 PLEKHH3 PLK3 PLSCR1 PLXNC1 POGLUT3 PPFIBP1 PPP1R16B PTPN13 PTPN3 RAB11FIP3 RAB19 RHOC RILPL2 RNASE4 RNF128 ROM1 RORC RUNX2 RXRA S100A11 S100A6 SAMD10 SAMD11 SAMSN1 SERPINB1 SKAP2 SLAMF6 SLC15A3 SLC22A15 SLC25A24 SLC2A8 SLC39A4 SNAI2 SNRNP25 SNX33 SNX7 SOSTDC1 SPAG5 SPDL1 SPP1 SRGN ST14 STOX1 STX11 SYNPO TBCB TDRD7 TIRAP TJP2 TMBIM1 TNFRSF4 TNFRSF9 TNFSF11 TNFSF14 TNFSF8 TOP2A TOX2 TRPM6 TTC22 UBASH3B UNC119 VDR VMP1 VPS54 WASHC5 WDR26 WEE1 ZAN ZCCHC18 ZNF821 GSE25123_IL4_VS_IL4_AND_ROSIGLITAZONE_STIM_PPARG_KO_MACROPHAGE_DAY10_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25123_IL4_VS_IL4_AND_ROSIGLITAZONE_STIM_PPARG_KO_MACROPHAGE_DAY10_DN AATBC ACAP1 ADGRE2 ADPGK AFF1 AGK AIF1 AK4 AMN1 B3GALT6 C12orf75 C15orf48 C18orf54 CA2 CA3 CAVIN1 CCL20 CCL5 CD109 CD53 CD63 CD99P1 CDC14C CLDND1 CLEC2D CLN8 COL7A1 CSGALNACT2 CXCL2 CXCL3 CXCL5 CXCL8 CYB561D2 CYB5R3 CYTIP DDIT4L DGAT2 EMP1 EMP2 EMP3 ENTPD1 EREG ERRFI1 ESR2 ETS2 EVI2A EVI2B FAM43A FBXO2 FCER1G FCGR2A FLNB FNDC3B FOS FXYD2 FXYD6 GALNT6 GBE1 GNB3 GNG8 GPR84 GSC HCFC1R1 IL1A IL1B IL1RN IL2RA IL36G IRF2BPL ITGB1BP2 ITPR3 KIF3A KLF2 KLHDC7B LCP2 LDHA LINC00205 LY6E LYZ MAFK MAOA MAP2K3 MAP3K13 MIR155HG MIR21 MIR23AHG MLX MRPS6 MS4A4A NACAD NCF2 NDRG3 NEDD4L NME4 NPDC1 NPFFR1 NT5E NUMB NUP153 NUP62 OAZ1 OLR1 OSBPL8 OSGIN2 PAQR5 PDS5B PFKFB3 PGAM1 PGAP1 PGK1 PGM1 PHLDA1 PIK3AP1 PIK3C2A PIK3C2B PITPNM1 PKD2 PLA2G4A PLK3 POM121 POU5F1P4 PPIF PPP1R3B PPP2R5B PRR16 PRRG1 PTGS2 PTPRC PTPRE RAB24 RAC2 RFLNB RGCC RNF213-AS1 RTTN RUBCNL RUSC2 SEC24A SELL SEMA4C SEMA4D SGSH SHB SHISA5 SLAMF9 SLC11A2 SLC16A1-AS1 SLC25A16 SLC25A37 SLC25A53 SLC43A3 SLC44A1 SLC44A2 SLC5A3 SLCO4A1 SORCS2 SPP1 SQLE SRSF9 SSBP2 SUN2 SYNGR3 TAB2 TAC1 TBC1D10C TEPP TIMP1 TLR2 TM4SF1 TMED8 TMEM154 TMEM187 TMEM45A TMSB15B TNF TNFRSF10D TNFRSF18 TNFRSF21 TNFRSF4 TNNT1 TPI1 TREM1 TRIM25 TRPM2 TSHZ3 TSPAN14 TUBA4A TUSC3 TUT7 UBA6 VASP VMP1 WNT5A ZC3H12A ZNF90 GSE25123_IL4_VS_IL4_AND_ROSIGLITAZONE_STIM_PPARG_KO_MACROPHAGE_DAY10_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25123_IL4_VS_IL4_AND_ROSIGLITAZONE_STIM_PPARG_KO_MACROPHAGE_DAY10_UP ABHD14B ACBD4 ACE ACP6 ACSL6 ADAR ADARB1 ADCY6 ANAPC10 ARHGAP11A ARHGAP31 ARHGAP9 ARMCX5 ARRB2 ART3 ATP5MC1 BCKDK BNIP3 BSCL2 BTK BVES CALHM5 CCDC102A CCDC81 CCNH CD19 CHMP2B CHRM3 CLEC14A CLSPN CPLX1 CTTNBP2 DAP DOP1B DSTYK DYNC2I1 ECM2 EI24 EIF1AD EME1 EXOG EXOSC2 FBP1 FCRLA FOXR2 GPATCH8 GPM6B GPR12 GPT GTF2A1 HAS2 HGD HMGB1 ID2 IGLON5 IL22RA2 IMPDH1 INTS4 ISOC1 KRTAP13-1 LCE1C LCN8 LDAF1 LEFTY1 LPAR5 LRRC41 LSP1 MAFG MAGEA3 MAST1 MFHAS1 MPI MRPL36 MRPS14 MSN MYD88 MYO1E N4BP2L1 NAGA NAGK NAGPA NDE1 NDUFA9 NKAIN3 NKG7 NRIP2 NUP62CL PACS1 PCBD1 PDXDC1 PEG10 PELI3 PGAM5 PIGL PIGX PISD PLOD1 PLXNB3 POLR1G POLR3E PRC1 PSME3 RBM42 RELT RNF123 RNF157 RPL3 RWDD2B S1PR4 SERPINA12 SGK3 SH3GLB2 SLC18A1 SLC25A27 SMYD2 SND1 SNORD35B SNX15 SNX27 SPATA16 SPECC1L SPG11 SRFBP1 STX18 SUOX TACC3 TBCB TMCC1 TNXB TOMM40 TRIM32 TRIP13 TSEN34 TTC21A TUBA8 TUBB4A UBA2 UCK1 USP21 UTP4 VLDLR WDR18 GSE25123_ROSIGLITAZONE_VS_IL4_AND_ROSIGLITAZONE_STIM_MACROPHAGE_DAY10_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25123_ROSIGLITAZONE_VS_IL4_AND_ROSIGLITAZONE_STIM_MACROPHAGE_DAY10_DN ADAD1 ADAMTS15 ADAMTS6 ADGRF1 ADGRL4 ALG3 ALOX5AP ANGPTL3 ANKAR ASNS BAG3 BLK C19orf38 CARD9 CBL CCL7 CD44 CDV3 CORO6 CRHR2 CRISP3 CTXN1 CYP26A1 DCTPP1 DNMBP ECH1 EDC4 EN1 ENG ERRFI1 FBXL21P FKBP7 FOXO1 GBP6 GJC3 GKN2 GLIS3 GLUL GNA13 GPCPD1 GRM3 H2BC8 HSPA2 HTR5A IGFBP1 IL31 IQSEC1 JAK2 KCNAB1 KIT KLHL30 KMT5C LHFPL5 MAGEA6 MANF MCFD2 MED21 MIR186 MIR499A MTM1 NAA20 NEDD4L NISCH NNT NR0B2 NRBF2 OPRK1 OTUB2 PCBP1 PDE3A PEDS1 PFKP PHYHD1 PKD2L2 PLK3 PRSS2 PTPN7 RAMP1 RAMP3 RASGEF1C RASSF7 RAVER2 RBM10 RHBDL1 RHOH RMND5A RNF212 RNF4 RPL15 SAR1A SCN1B SERINC5 SERTAD2 SLC17A2 SLC18A3 SLC32A1 SLC34A3 SLC5A3 SLC66A2 SPEG SS18 SSBP2 SSPN TAAR3P TEX261 THAP1 TMEM104 TMEM182 TMEM210 TOMM20 TRAF3IP2 TRMT112 TXNDC17 TXNIP UBE2D3 UBL4B UOX VIP VWA5A WNT10A ZC2HC1B GSE25123_ROSIGLITAZONE_VS_IL4_AND_ROSIGLITAZONE_STIM_MACROPHAGE_DAY10_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25123_ROSIGLITAZONE_VS_IL4_AND_ROSIGLITAZONE_STIM_MACROPHAGE_DAY10_UP AAR2 ABAT ABCB1 ACSF3 ADCY3 ADGRG5 ADI1 AFG1L ANKRA2 ARL4A ASB2 ATP6V1A ATP6V1C1 BAG6 BCCIP BUB1B C1orf131 CAPN2 CCDC102A CCDC86 CCT5 CDCA4 CDKL4 CEP126 CFAP95 CHAF1B CMPK2 CNDP2 CNIH1 COA8 COPS4 CPPED1 CPZ CREG2 CXCR5 CYP2S1 CYSLTR1 DDX25 DHX38 DHX58 DRG1 DYM ECD EEF1D EIF3E EIF3H EIF4H EMX1 EPDR1 EVI2A EXT1 EZH1 FAM72A FAT4 FBXO16 FECH FER FICD FUCA2 FUOM GABRR1 GALNT1 GALNT14 GARS1 GIMAP6 GJB2 GLIS1 GLYCTK GNE GOLT1B GPAT3 GPATCH3 GUSB GYPC GZMK HGSNAT HIC1 HSBP1 ID2 IGSF9B IKBKG IL1R1 KCNK5 KCTD12 KIF4A KIFC1 LMAN1 LPAR3 LRRC59 LRRC66 LSAMP LUZP2 MAP2K5 MAPKAP1 MEAK7 MESD MKRN2 MLEC MMD MME MPZL3 MRPS5 MYBL2 NABP1 NARF NFATC3 NOP9 NSD2 NSMAF NUDT4 NUP214 NUP88 ONECUT2 PAPSS1 PARP1 PCDH11X PCDHB13 PCDHB16 PDCD10 PDCL3 PELO PEPD PEX13 PHKG1 PHYH PIP5K1A PITRM1 PLEK POGLUT3 POU2AF1 PPCS PPIA PRMT6 PRPF8 PTGER2 PTPN3 QSOX1 RAB5IF RASL11A RDH11 RDH12 RIMS3 RORC RPS6KC1 RRP8 RTN4RL1 SCFD1 SEC14L1 SEC24D SELENOF SERPINB1 SH2D1A SKAP2 SLC25A30 SLC25A6 SLC35F2 SLC38A4 SLC39A11 SMG8 SMYD5 SNN SNRNP35 SNX10 SNX14 SNX25 SORD SPAG5 ST7 STAMBP STK39 SUGT1 SWSAP1 TAF9B TBC1D5 TCOF1 TFDP1 TIMMDC1 TOP2A TPM3 TRAM1 TRAPPC4 TUBB TUBGCP4 UBASH3A UBASH3B UBXN8 VHL VPS33A VPS35L VPS53 VWA5A WASHC5 WSB2 XAB2 ZDHHC5 ZMPSTE24 ZNF146 ZNF426 ZNF839 GSE25123_ROSIGLITAZONE_VS_IL4_AND_ROSIGLITAZONE_STIM_PPARG_KO_MACROPHAGE_DAY10_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25123_ROSIGLITAZONE_VS_IL4_AND_ROSIGLITAZONE_STIM_PPARG_KO_MACROPHAGE_DAY10_DN ABCB4 ADGRG5 ADIPOR2 ADORA3 AIM2 ALS2 AMBRA1 ANKIB1 ARAP1 ARHGAP45 ARHGEF4 ATP13A2 ATP6V0B BASP1 BCL2L2 BCL7C BORCS6 BSCL2 BSDC1 C1orf198 C2CD5 CADPS CAPN5 CCDC17 CHMP1A CIITA CLCN4 CNN2 CNOT8 COL26A1 CRISP1 CUL9 CYB5R3 DDI2 DIPK1A DNAJC4 DOCK8 DYNC1H1 EME2 EML3 EPHB2 ERBIN ERCC5 ERO1B FAM110D FAM120C FAM171B FAM193B FAM76B FBXL17 FOXO3 FZD10 GALK1 GIT2 GM2A GOLGA1 GPR35 GRINA HAAO HIVEP3 HLA-E HPS5 HSD11B2 IL2RA INPP5K ITGB2 KBTBD7 KCTD12 KLHL42 KRT31 LDLRAD3 LEFTY1 LGALS4 LMAN2L LMF1 LRP10 LRRC1 LRRC56 LYST MAN2A1 MAP4K3 MAP7D1 MARK2 MATN2 MBNL1 MRGPRG MYO9B MYOG NBR1 NDST2 NECAP2 NEUROD6 NFKBIE NFRKB NIPBL NR2C2AP NR3C1 ORC4 OSTM1 P2RY12 P2RY13 PADI2 PCMTD2 PIK3CD PLEKHA2 PLEKHB2 PLPP6 PPCS PPP4R3B PRKAG2 PTK2 PTMS PTPN20 PTPRC RAB3IP RAC2 RAI1 RAI2 RAP1A RASA4 RBM5 RCOR3 RECQL5 REP15 RETREG3 RGP1 RGS7BP RLF RNF122 RTL5 SASH3 SBK1 SCAMP2 SCAP SDCCAG8 SENP6 SEPSECS SERPINA4 SIGLEC10 SIGMAR1 SIKE1 SIRPA SIRT7 SLAMF9 SLC12A3 SLC35C2 SLC66A1 SLC6A6 SLC8B1 SLCO4A1 SLX4IP SNX17 SPATA6L SPIN1 ST8SIA6 STARD3 STOML3 STRIP1 STX16 SYK TBC1D10C TCF12 THY1 TLR7 TMEM181 TMEM231 TMEM258 TMEM86A TMEM8B TNFAIP3 TNFAIP8 TPPP TRAPPC10 TRAPPC5 TRIM14 TRIM44 TRIT1 TRMT2B TUBGCP5 UBL3 UNC93B1 USP49 VAMP1 VANGL2 WASHC4 WDR13 WNK1 WRN ZC3H11A ZDHHC9 ZMIZ2 ZNF18 ZNF217 ZNF280D ZNF383 ZNF467 ZNF608 ZNHIT2 ZSWIM8 ZXDB GSE25123_ROSIGLITAZONE_VS_IL4_AND_ROSIGLITAZONE_STIM_PPARG_KO_MACROPHAGE_DAY10_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25123_ROSIGLITAZONE_VS_IL4_AND_ROSIGLITAZONE_STIM_PPARG_KO_MACROPHAGE_DAY10_UP ABCG2 ACAD9 ACP1 ADH7 ADSL AMACR ANG ANXA2 AP1S1 APOBR APPBP2 ARF6 BANF1 BANK1 BATF3 BOD1 BORCS7 BRCA1 BSPRY C19orf25 CAAP1 CASP8AP2 CD14 CDCA3 CDIN1 CDKN1A CELF2 CENPM CENPN CGAS CIAPIN1 CLIP1 CLPP CLXN CNIH1 CNOT2 CNRIP1 COPS3 COQ6 CRTC3 CTBP2 CWC27 CX3CR1 DAGLA DBI DDX20 DDX27 DUSP16 DYNC2I2 E2F6 EED EEF1E1 EIF2B5 EIF3L ELAVL1 EPRS1 ERI2 ERLEC1 ETAA1 EXOSC9 FADS6 FAM43B FDX1 FGF13 FKBP6 FLOT2 FRRS1 FUOM GCLM GLRX5 GPRC5A HADH HAP1 HGF HSD17B1 HSPBP1 IDH3A IFTAP IGBP1 IPMK IPO5 KNTC1 KRAS KRT28 LIPT1 LRRC42 LRRC8D LTBR MCM7 MGME1 MIS18A MMGT1 MMP8 MRPL15 MRPL19 MRPL42 MRPL48 MRPS11 MRPS26 MRPS35 MRPS5 MS4A2 MSH2 MSRB3 MTFR1 MTHFD2 MTMR10 NADK NAE1 NBEAL2 NBN NDUFV2 NIFK NIPA1 NKX2-3 NUDC NUP155 OAT OOSP2 ORC6 OSBPL3 PBX3 PCGF6 PCK2 PCLAF PCMT1 PDE6D PDLIM7 PES1 PEX11A PEX16 PHETA2 PIH1D2 PLEKHA5 POC1B POGLUT3 POLE PPP4R2 PPWD1 PRELID3B PSMD7 PTGER3 PTGES2 PXK PYCR3 RAB5IF RAD54L RBMS1 RCAN1 RCN2 RIOX1 RNASE10 RNASEH2A RNF4 RPL22 RPL41 RUVBL2 SAAL1 SASS6 SATB1 SEPTIN7 SGF29 SLC20A1 SLC35D1 SMARCB1 SMC5 SMCO4 SMO SNX8 SPI1 SSRP1 STARD6 STARD7 STC2 STK26 SUPV3L1 SUV39H2 TAF4B TBC1D31 TBCE TEX30 TFPI TGFBI THUMPD1 TIAM1 TIRAP TMEM120A TRAF3 TRMT1 TRMT10B TTC27 UBE2N UBE3D UCHL1 UPF3A UQCC1 UTP11 WDR41 ZBTB22 ZNF593 GSE25123_WT_VS_PPARG_KO_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25123_WT_VS_PPARG_KO_MACROPHAGE_DN ABCE1 ACTG1 AGPAT3 ALDH1A2 ARHGAP18 ARHGDIB ARMC1 ARMC10 ASCC3 ATP1B3 ATP5F1E ATP5MG ATP5MK BATF2 BATF3 BCCIP BEX2 BHLHE41 BTBD1 C1QB C1orf54 C2CD5 C9orf78 CALHM6 CCL7 CCND2 CCT6A CCT8 CD1B CD1E CD226 CD74 CDIPT CDK4 CDV3 CERS6 CH25H CKLF CNDP2 COMMD4 CREM CRISPLD2 CTSA CTSC CTSZ CXCL9 DAZAP1 DCUN1D3 DDX21 DDX39A DNTTIP2 EEF1B2 EFCAB2 EMG1 ERLIN1 ERP29 ETV7 EXOC6 F3 FAM174C FASTKD3 FBP1 FCER2 FCGR1A FCGR1BP FCN1 FGL2 FKBP1A FKBP4 FPR3 FUCA2 GDI2 GGT5 GIMAP4 GLUD2 GLUL GPX4 GSR GTF3A GTPBP4 HIGD2A HINT1 HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB6 HSP90AB1 HSPD1 IDI1 IKZF4 IL32 INO80 ISCA2 ITGAM ITPA KARS1 LACTB LGALS8 LTV1 MAT2A MAZ MCMBP MFSD14B MICOS10 MIDEAS MPHOSPH6 MRPL43 MRPS7 NASP NME1 NOP16 NSA2 P2RY14 PAK1IP1 PER2 PITHD1 PLAAT4 POLR2B PPA1 PPIA PRCP PRDX3 PSMA2 PSMA4 PSMA5 PSMB2 PSMB4 PSMB6 PSMC2 PSMC5 PSME2 PSMG1 PTBP1 PTMA RAB5IF RAD23B RAN RBM8A REV1 RGCC RILP RIOK1 RPL10A RPL12 RPL24 RPL35A RPL37 RPL5 RPL7 RPL8 RPLP2 RPS11 RPS16 RPS2 RPS27A RRP15 SAMHD1 SECTM1 SERBP1 SET SKAP2 SLAMF8 SLFN11 SMARCA4 SMCO4 SMPD1 SNRPE SNU13 SNX3 SRGAP2C SRSF10 SSB STEAP4 SYNCRIP TAF9 TARS1 TEX261 TGFBI TIPRL TMCO1 TMSB10 TOMM22 TRAFD1 TWSG1 TXNL4A UBE2L6 UBQLN2 UTP18 VAMP5 VPS29 WARS1 YBX1 YTHDF1 ZNF468 ZNF480 ZNF593 ZNF706 GSE25123_WT_VS_PPARG_KO_MACROPHAGE_IL4_AND_ROSIGLITAZONE_STIM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25123_WT_VS_PPARG_KO_MACROPHAGE_IL4_AND_ROSIGLITAZONE_STIM_DN ABCA7 ABHD17B ACAP1 ACTR10 ACVR2A AGO2 AKAP1 AKAP17A ANKRD10 APBB3 APEX2 ARHGAP45 ARHGAP5 ATP2C1 ATP8B4 B4GALT6 BAZ2B BMP2 BRD3 BRPF1 CASK CASP3 CBX3 CCNG2 CD44 CDHR1 CDK5RAP3 CELF1 CEP68 CEP83 CEP97 CERNA1 CHM CLEC11A CLNK COL18A1 COL4A4 CPNE8 CROT CTDSP2 CYTH3 DACH1 DDX17 DDX3X DENND11 DENND1B DGKE DLGAP4 DOCK10 DPH5 DTX1 DZIP3 EDEM3 EFHC2 EIF4G2 EMB EXT1 FAM167A FBXO11 FBXO42 FBXW11 FGFR1OP2 FNIP1 FOXK1 FURIN FUT8 FXYD5 GAB1 GATA3 GNAI1 GOLGA2P5 GPATCH2 GUCY1A1 GUSBP4 HAPLN3 HISLA HNRNPU IL10RA IL2RB IL7R INO80D INPP4B JRK KCNQ5 KDM5B KDSR KIAA2026 KLHL13 KLHL36 KMT2E LEF1 LINC00467 LINC00938 LRRC37B LRRFIP1 LSR LYRM7 MAP3K1 MCUB MDC1 MDN1 MEF2D MICAL2 MICAL3 MREG MTPAP MYB MZF1 NAA16 NELL2 NFKB2 NR1H3 NR3C1 OGT ORAI2 PABIR2 PALS1 PAQR6 PATJ PCDH9 PEAK1 PEX13 PGM2L1 PLCH2 PLEKHF2 PRDM2 PRMT2 PSEN2 PSIP1 PYROXD2 QTRT1 RAB21 RAB43 RAI1 RASA1 RC3H1 REXO5 RFX3 RGL2 RGP1 RPE RPGR RPSA SAMD8 SATB1 SGSM3 SH3YL1 SLC20A1 SLC2A13 SLC7A6 SMCR8 SNHG32 SNORA78 SPAG1 SPAG16 SPCS3 SPIN3 SRSF1 STAG2 STAP1 SUOX SUZ12 SV2A SVIL TCIRG1 TCP11L1 TIE1 TMEM38A TMEM87B TNFRSF11A TP53I13 TRAF5 TRAPPC8 TRRAP TTC3 TTC4 TTTY14 UBL4A UBQLN2 USP20 WAC WASF1 XCL1 XPC XPOT YWHAG ZBTB5 ZC3H7A ZDHHC2 ZFR ZMAT1 ZMAT4 ZNF296 ZNF345 ZNF496 ZNF711 ZNF740 GSE25123_WT_VS_PPARG_KO_MACROPHAGE_IL4_AND_ROSIGLITAZONE_STIM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25123_WT_VS_PPARG_KO_MACROPHAGE_IL4_AND_ROSIGLITAZONE_STIM_UP ACOT7 ACOXL ACTL10 ADA ADAMTS19 ADRB2 AGPAT2 AOAH ASB9 ASL ASPHD2 ATG101 ATG4D ATP2C2 AVEN B3GALT2 B4GALNT4 B4GALT7 BCKDHA BCKDHB BFSP1 BIRC5 BRF2 C12orf43 C16orf86 C19orf25 C20orf141 C21orf91 C22orf39 C3orf80 CADM1 CAMK1 CARD10 CARS1 CCDC13-AS2 CCDC138 CCDC9 CCPG1 CDH9 CELSR2 CENPB CENPQ CENPV CFAP299 CHAF1B CHD2 CHI3L1 CHID1 CHMP3 CIAPIN1 CLEC3B CLIC4 CNN2 CNNM4 CNP CPPED1 CRELD2 CSNK2B CTAGE9 CUL7 CYP4F8 DAZAP1 DCTN5 DGCR5 DHRS12 DNAJB4 DUSP7 EEF2K EIF5A2 ELMOD3 ELOVL1 ENSG00000286546 ERCC8 EXPH5 FBXO41 FBXW8 FLT1 FOXB1 FOXO4 GAREM2 GFOD1 GIPC1 GNL2 GPAT2 GRAPL GTF3A GUK1 HACL1 HCG11 HEXA HMCES HS3ST3B1 HS6ST3 IGHM IKBKG IL18BP ILF2 IMPA2 IVD KBTBD11 KIF1C KLF1 KRT8 LHPP LINC00667 LINC01405 LOC389831 LUC7L2 MANEAL MCFD2 MCPH1-DT MMAA MN1 MRPL38 MTBP MYO1C NBL1 NCKIPSD NEURL2 NINJ2-AS1 NKX2-8 NOBOX NOXRED1 NRGN NT5C OASL ODF3B OGFOD3 OSTF1 OTOS PGD PHF13 PLEKHB1 PMM1 PNLIPRP2 PNMA8A POGLUT2 PPARD PRELID3B PRSS53 PTPA PTPRCAP PYGO1 RAB23 RAB43 RASSF8-AS1 RIPOR2 RMND5B ROBO1 RPIA RYR3 SCN9A SCRN2 SEPTIN1 SEPTIN10 SERPINE2 SERPINH1 SGTA SIX6 SLC25A10 SLC26A4-AS1 SLC27A1 SMARCB1 SMYD3 SNHG11 SNX24 SOX8 SPRING1 ST3GAL4 STUB1 TAGLN2 TBX20 THAP5 THUMPD3 TMBIM6 TMEM120A TMEM255B TMEM39B TNFSF13 TOMM40 TRAC TTC7B TTYH2 TUBBP5 TUFT1 UBE2I UBE2J1 UBE2J2 WASIR2 WDR18 YJEFN3 ZDHHC20 ZNF17 ZNF436-AS1 ZNF569 ZNF813 ZNF815P GSE25123_WT_VS_PPARG_KO_MACROPHAGE_IL4_STIM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25123_WT_VS_PPARG_KO_MACROPHAGE_IL4_STIM_DN ABHD4 ACADL ACOT11 ACTG2 ADAM8 AHR AKR1C3 ALCAM ANXA2 ANXA4 ARL6 ATCAY ATP10D ATP2B4 ATP6V0D2 BCL2A1 BMPR2 BPIFC BTBD3 BTLA BUB1 CAMK2D CAPN2 CASP3 CASS4 CC2D2A CCR2 CCR6 CCRL2 CD38 CD80 CEMIP2 CEP162 CERS2 CHST11 CLDN12 CLDND1 CRYBG3 CTLA4 CXXC5 CYFIP1 DCXR DHRS3 DNAJC1 DRAM1 EBI3 EEA1 EGR2 EHD4 ENDOD1 ENO3 EPDR1 ERBB3 EXPH5 F13A1 FAM111A FAM89A FBXO4 FCRL1 FHL2 FOXP3 FUCA2 GABARAPL1 GABRA5 GCNT1 GJB2 GOLM1 GPAT3 GPM6B GPR15 GSAP GYG1 GZMB HAO1 HHEX HIVEP3 HMGB3 HNRNPLL HOPX HPSE HSD3B7 HSPA13 HSPA4L ICAM1 IKZF3 IL18RAP IL1R2 IL1RL1 IL21 IL9R IRAK1BP1 ITGAE ITGAV ITGB8 ITIH5 ITPRIPL2 KCNK6 KIF5C KIFAP3 KLF4 KLRG1 KRT5 KRT6A LAMP2 LCLAT1 LGALS1 LGALS7 LITAF LRRN3 LXN MAF MAP3K8 MED7 MID2 MKI67 MMD MRGPRE NCF4 NDFIP1 NEB NFATC1 NFKBIE NR4A2 NRP1 NSD2 NSMAF NXPE4 OSBPL3 PDCD1 PEX11A PHLDA1 PLEKHB2 PLPP1 PLSCR1 POGLUT3 POLA1 PPFIBP1 PRDM1 PRELID2 PTGER2 PTPN3 RAB8B RAD51B RAP1GAP2 RAPH1 RASGEF1A RILPL2 RIN2 RNF128 RUNX2 S100A10 S100A11 S100A4 S100A6 SAMSN1 SCIN SDCBP2 SEC11C SEMA6D SGO2 SHE SKAP2 SLAMF1 SLC15A3 SLC22A15 SLC9B2 SMAP1 SNX33 SNX9 SOWAHC SRGAP3 SRGN STAP1 STX11 SYNPO TJP2 TMBIM1 TMEM62 TMEM65 TMEM87A TNFRSF1B TNFRSF4 TNFRSF9 TOP2A TRPM6 TSC22D1 TSPAN17 TTC39B TTC39C TXNDC5 VCL VDR VMP1 VPS54 WASHC5 WLS ZAN ZC3H12C ZC3H12D ZDHHC2 GSE25123_WT_VS_PPARG_KO_MACROPHAGE_IL4_STIM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25123_WT_VS_PPARG_KO_MACROPHAGE_IL4_STIM_UP ABCC2 ABHD15 ACOXL ACVRL1 ADCY6 ADGRG3 ADH1C ALDH2 AMPD1 ANGPTL6 APP AQP11 ARHGAP29 ARHGAP39 AS3MT BEND5 BNC1 BPHL BRME1 BRPF1 BRPF3 C1orf21 CA2 CADM3 CAND2 CAP2 CCR9 CDH1 CDKL4 CEBPZ CEP164 CEP57L1 CFL2 CHCHD7 CLCA1 CNP COA8 CRTAM CTU1 CYP2R1 DAG1 DDX4 DENND11 DENND1A DIP2C DLEU7 DMBT1 DNAH7 DUSP7 EEF1A2 EFNA4 ELAVL2 ENTPD5 EYA2 FAM162B FGF13 FOXP1 GABRR2 GCSH GLYCTK GPR18 GPRC5B GSTK1 GUCA1B GZMK H1-2 H2BC18 HSDL1 IDH2 IFI44 IFITM10 IFT172 IFT81 INSIG1 IQCB1 IRF6 KDM4B KIAA0040 KLHL22 KLHL4 KLHL8 KRTAP19-5 KRTAP4-11 LAIR1 LARGE1 LBP LDLR LMAN2L LMO4 LRRC23 LYPD6B MAN2C1 MCTP2 METTL2B MMP11 MRPS5 MSRB2 MTHFD1 MYO10 NCKAP5L NCKIPSD NEDD4L NIM1K NME4 NPC2 NPM3 NXN OSGIN1 OTUD1 PADI1 PARP1 PARP16 PATJ PATZ1 PCDH1 PDE3B PDE4B PFKFB2 PLSCR3 PRRG1 PTPRF PXYLP1 QSOX2 RAB3IP RALGPS2 RANBP10 RASGRF2 RBM17 RGS11 RIMS3 RNF130 RPL17 RPL30 RPL9 RPS15A RPS3 RPS6KC1 RPS7 RTCB RUNDC3B SARDH SBSN SELENOP SERPINA9 SFT2D3 SGK3 SHMT1 SLC16A12 SLC16A5 SLC20A1 SLC25A29 SLC25A30 SLC26A6 SMAD4 SMAD7 SNHG12 SNHG8 SPAM1 SPATA5L1 SPHK2 SPICE1 SPRING1 SPSB1 SRSF12 SSBP2 ST8SIA1 TBC1D16 TBXA2R TCEAL8 TDRP TESC TESK2 THADA TIMM8A TMEM186 TMEM35A TMIE TPD52 TREML2 TRIM69 TRIO TSEN2 TSPAN3 TSPAN9 TUBA4A TUBA8 TULP3 UBN1 USP17L2 VIPR1 WNT5B ZBTB4 ZFAND2A ZFP14 ZFP2 ZFYVE28 ZNF512B ZNF629 ZNF652 ZNF879 GSE25123_WT_VS_PPARG_KO_MACROPHAGE_ROSIGLITAZONE_STIM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25123_WT_VS_PPARG_KO_MACROPHAGE_ROSIGLITAZONE_STIM_DN ABCA9 ABHD17B ACO1 ACTRT3 ADGRL4 AFAP1L2 ALDOC AMPH ANKRD42 APCDD1 APLP2 APOBEC3B ATP1B1 B3GNT8 BAZ1A BDH1 BEX3 BLID BNIP3L C22orf23 C3orf36 CAB39L CACNA1H CAST CAV1 CBR1 CCDC168 CCDC30 CCDC57 CCR4 CCRL2 CD53 CD79A CEACAM21 CFD CRB1 CXCL13 CYP46A1 DDIT4 DHRS3 DNASE2 DPP10 DRAM2 DSC2 DTHD1 DUSP10 DUSP16 EIF3H EML1 EMSY ENSG00000291006 ENTPD3-AS1 EVI2B F2RL2 FAM20B FLJ20021 FOXR2 FRK FTCDNL1 FZD1 G0S2 GAB2 GAS8-AS1 GINM1 GLIS2 GPNMB GSTA4 GZMB H4C13 H4C9 HAO1 HBEGF HHLA2 HMGA1 HOXA1 HOXA13 HSD3B2 IGHM IL2RA IL5 IRGC ISG15 ITGA4 ITM2A JPH3 KIAA1549 KLF8 KLHL30-AS1 LAIR1 LARP1B LINC00595 LINC00837 LINC01097 LINC01220 LINC01561 LPAL2 LSM11 LZTFL1 MAPK15 MCAM MELTF MGC16275 MIIP MIR205HG MIR622 MPP1 MROCKI MST1 MYO15B NES NKD2 NME5 NT5C3B NT5DC1 NT5DC4 NTN1 ODF3L2 OR2C3 OTUD5 P4HA2 PGAP2 PGK1 PLAUR PLEKHN1 PPM1K PRIMA1 PROSER2-AS1 PRRT1 PTDSS2 PYGO2 RAD51AP1 REXO2 RNF125 RNF157-AS1 RNF39 RTN2 RXFP1 SCN1B SCN5A SERTAD3 SH2D2A SHISAL2A SIRPG SIT1 SIX2 SLAMF1 SLC12A4 SLC12A6 SLC26A4 SLC38A11 SMYD3 SNX18 SPAG4 SPAG8 SPINT2 SRRM5 SSBP3 SV2A SYCE1L TAB1 TCEA2 TMEM147 TMEM200C TMIGD2 TMPRSS3 TPBG TPCN2 TRAC TRBC1 TRIM6 TRPT1 TST TWIST2 TXNRD3 UBAC2-AS1 UBE2L6 UGT2B4 UTS2B VDR VPREB3 WDR54 ZBTB44-DT ZCWPW2 ZFP42 ZNF277 ZNF362 ZSWIM1 GSE25123_WT_VS_PPARG_KO_MACROPHAGE_ROSIGLITAZONE_STIM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25123_WT_VS_PPARG_KO_MACROPHAGE_ROSIGLITAZONE_STIM_UP A2M ABCD4 ABCG2 ABHD14A ADAP2 ADRB2 AIDA AKR1A1 ANKFY1 ANKS1A ARHGAP12 ARHGAP21 ARHGAP35 ARHGAP5 ARHGEF12 ARID3A ATMIN B3GNT2 BAG5 BMPR1A BMPR2 BRAT1 BTBD7 C1QA C1QB C1QC CAPRIN2 CARD11 CARD6 CASP10 CCND1 CD14 CD163L1 CHID1 CITED2 CLTC CNEP1R1 CNRIP1 CPQ CRYBB1 CSGALNACT1 CTSF CXCL12 CYBRD1 DAAM1 DAB2 DDR1 DENND5B DIAPH2 DIP2B DIRAS3 DISP1 DMD DNAJC13 DST EML1 EPB41L2 EPHX1 ERCC3 ESR1 ETS1 EYA2 FAM110B FAM118B FBXO34 FCGRT FCHSD2 FEZ2 FOLR2 FOXK1 GAL3ST4 GALNT4 GAS6 GATD3 GGTA1 GLCE GOLGA4 GPR155 GPR34 GPR82 GYPC H2AC8 H2BC8 HACD3 HECTD2 HOXB7 HPGDS HRH1 HS6ST1 ICA1 IGF1 IKBKB IKZF2 IQCE ITM2B ITM2C KCNQ1 KIFAP3 LGI2 LPAR5 LPAR6 LRP3 LRRC4 LTC4S MAF MAGEH1 MAL2 MAMDC2 MANEA MAP3K5 MAP7 MGST2 MLXIP MTSS1 MTUS1 MVB12A NBL1 NCK2 NCKAP5 NDST2 NFIA NMRK1 NRIP1 NRP1 OLFML2B OLFML3 PALS1 PCDH12 PDE9A PDGFB PHKB PHYKPL PIK3R3 PLEKHA1 PLEKHG5 POMGNT1 PPM1K PWP2 RAPGEF6 RASGRF1 RBM4B RHOBTB3 RHPN2 RNF145 RPP25 RUBCN RUNX1 RYR1 SCAMP5 SCN1B SEC14L1 SELPLG SESN1 SGMS1 SIDT1 SKIDA1 SLC18B1 SLC1A3 SLC22A23 SLC25A4 SLC35E2B SLCO2B1 SMG8 SNX13 SNX6 SPATS2L SPIN1 SPTLC3 ST6GAL1 STON2 STYXL2 TBC1D12 TBC1D14 TBC1D4 TCEAL3 TECR TMEM245 TMEM263 TMEM9B TNFRSF25 TP53INP1 TRIM50 TSPAN31 TSPYL5 TTC28 UBA7 UBE2H USP33 USP51 VGLL4 VPS13D VSIG4 WDFY3 WLS WNT5B WWP1 ZBTB4 ZDHHC14 ZKSCAN4 ZNF585B GSE25123_WT_VS_PPARG_KO_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25123_WT_VS_PPARG_KO_MACROPHAGE_UP ABCA1 ABCA7 ACOD1 ADAM33 ADAMDEC1 ADGRE1 ADM AFTPH AMPD3 ANKRD33B ANKRD36 APOBEC3A AQP9 ARHGEF2 ATP13A3 ATP13A3-DT ATP2B1 ATP6V1C1 BCL6 BMF BTG1 C15orf48 CASP5 CCL20 CCM2L CD22 CD48 CEBPD CELF1 CEMIP CFB CHI3L1 CHST15 CHST7 CNEP1R1 CNN2 CXCL2 CXCL3 DENND5A DPH3P1 DSE DUSP16 EBF1 EIF2AK2 ERBIN ETV5 FCGR2A FMNL3 FNDC3B FOSL2 FPR1 FPR2 GHRL GJB2 GNG2 GPR132 GRAMD1A HERC5 HK2 HNRNPC HS3ST3B1 HSPA13 HSPA1A HSPA6 IFI44 IFI6 IFITM2 IFT57 IL1B IL1R1 IL36G IL6 INSIG1 IRAK3 IRS2 KRTAP4-1 LCN2 LCP1 LILRB2 LIMS1 LINC-PINT LINC01093 LPCAT1 LYN MAEA MAFB MAML2 MAP3K8 MAP4K4 MARCKS MDM2 MFSD2A MSANTD3 MSN MT1F MT1G MT1H MT1HL1 MXD1 MYBPH NBR1 NCF4 NEURL3 NFKBIZ NIBAN1 NOTCH2NLA NSMAF NT5C3A OASL ORM1 OSM OTUD5 PCBP1-AS1 PCGF3-AS1 PFKFB3 PIAS1 PIM2 PLAGL2 PLAU PLPP3 PLXND1 PNRC1 PPP1R12A PRKAG2 PRKAG2-AS2 PRKCH PROK2 PTGER4 PTGES PTK2B PTPRJ PTX3 QPCT RAB13 RAP1B RASSF2 RCAN1 RESF1 RETN RGS2 RHOV RNF144B RSAD2 RUBCNL S100A8 SAMSN1 SCN1B SERPINB9P1 SGPP2 SGTB SH3D21 SKIL SLAMF1 SLAMF7 SLC11A2 SLC16A7 SLC22A6 SLC35A2 SLC39A8 SLC43A3 SLC6A6 SLC7A7 SLFN5 SLITRK2 SMAD3 SMG7 SMS SNAPC1 SND1-IT1 SOCS3 SOD2 SQSTM1 ST3GAL2 STAT5A STAT5B TAB2 TCF7L2 TCFL5 THBS1 TMEM184B TNFAIP3 TNFRSF8 TNFSF14 TNFSF9 TNIP3 TRAF3IP2 UBTD2 UPB1 USF2 VEGFA VNN1 VNN2 VNN3P VPS13D ZCCHC2 ZFP36L1 ZMIZ1 ZNF710 ZNF835 GSE25146_UNSTIM_VS_HELIOBACTER_PYLORI_LPS_STIM_AGS_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25146_UNSTIM_VS_HELIOBACTER_PYLORI_LPS_STIM_AGS_CELL_DN AFF4 ARHGAP9 ARID4B ASH1L ATXN7 BCLAF1 BDP1 BOD1L1 CASD1 CCL3 CCNL1 CCNL2 CCNT1 CCNT2 CD69 CDK11B CDR2 CEBPZ CEP95 CLCN7 CLK4 CMAHP CNTRL COG3 CSNK1A1 CTLA4 CTSE CXCR5 DDX17 DDX3X DDX5 DENND1C DHX36 DICER1 DOCK10 DOCK9 DUSP6 EEA1 EML4 ENTPD1 ENTPD4 EPS8L1 ERBIN EXOC1 EXOSC2 FAM120A FBXL20 FOSB FRG1 GBP4 GBP5 GBP6 GEMIN5 GNL2 GPR132 GRAP2 HNRNPH1 HNRNPR IDE ING4 ITGB2 ITSN2 IVNS1ABP JAK1 JCHAIN KCNN4 KTN1 L3MBTL3 LAX1 LGALS8 LILRB4 MALT1 MAPK8IP3 MARCHF7 MBNL1 MED8 MOB3A MPHOSPH10 MRPS21 MTA3 MX1 MYB MYC MYCBP2 NAMPT NCLN NEMP2 NFKB2 NIPBL NKTR NLRC5 NR4A1 OGT PDE2A PDE4D PDK1 PHF21A PIK3C2A PIN4 PKNOX1 PLCB2 PNISR PPCDC PPIL4 PPP3R1 PPP4R3A PRMT7 PRPF38B PRPF4B PRRC2C RANBP6 RASA1 RBM39 RELB RGS1 RPS6KB1 RUNDC3B SAMD3 SEMA7A SENP5 SESN3 SETBP1 SFT2D1 SHOC2 SIRT7 SLC16A5 SLC1A5 SLC20A1 SNAPC4 SRSF10 SRSF2 SRSF6 SRSF7 STAT1 STK39 STX4 TAF4 TBC1D2B TENT5C THAP12 TIA1 TMEM254-AS1 TMEM62 TMEM87B TNRC6A TOMM70 TPR TRAF1 TRAPPC14 TRIM68 TTC14 TUG1 USP33 VPS36 VWA5A XAF1 XRN2 ZBTB41 ZC3H14 ZC3H7A ZC3HAV1 ZFAND2A ZFC3H1 ZKSCAN3 ZNRF1 ZRSR2 GSE25146_UNSTIM_VS_HELIOBACTER_PYLORI_LPS_STIM_AGS_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25146_UNSTIM_VS_HELIOBACTER_PYLORI_LPS_STIM_AGS_CELL_UP ACAP1 ACIN1 ADAMTS10 AGTPBP1 AIFM1 ANKRD16 ANLN ARHGAP19 ARHGAP30 ARHGAP45 ATAD2 ATAD5 BAIAP3 BAZ1A BCLAF1 BMPR1A BRCA1 BTK CASP4 CD99L2 CDC16 CDK16 CDKN2C CENPH CENPI CENPL CEP95 CHTF18 CIT CKAP2L CKAP5 CLCN7 CMPK2 CNIH4 CPSF1 CXCL13 CYP17A1 CYP20A1 DDX46 DEPDC1 DGCR8 DHX30 DNA2 DNM1L DYNC1LI2 DYNLL2 DZIP1 E2F8 ELMOD2 EME1 ENTPD1 ENTR1 ESCO2 ESPL1 FAM193B FAM76B FBXO48 FYCO1 G2E3 G3BP1 GALNT7 GANAB GBP5 GDI1 GMEB2 GNPTAB GPSM2 GRAMD1A GRK5 GTF3C4 GZF1 H1-1 HELLS HNRNPH1 HNRNPU IFITM2 IKBKE IL12RB2 ING1 IRAG2 IVNS1ABP KIF15 KIF4A MAGI3 MAN1B1 MAP3K7 MAPK8IP3 MCM4 MDM2 MIS18BP1 MLEC MLH1 MPHOSPH9 MTMR4 MTO1 NAA35 NCAPD2 NCAPD3 NCAPH NCLN NDC1 NELFCD NOP58 PANK3 PAPOLA PCGF6 PDE4D PHF11 PIF1 PIH1D1 PIK3C2A PLK1 PLOD2 PLXNC1 POLA2 PPM1J PPOX PREB PRKAR2B PRPF3 PTPN12 PTPN7 PTPN9 RACGAP1 RAD51 RAF1 RASGRP1 RASGRP2 RASGRP3 RBM15 REXO4 RFK RNF170 RNF4 RPRD1A RRM2 RTEL1 RTF1 SAMD3 SBF1 SC5D SEC24C SEMA4A SGO1 SGO2 SLC4A2 SMPDL3B SNRNP70 SOAT2 SRSF6 SRSF7 SSR3 SUPT20H SUV39H1 TAF1 TAF1D TEP1 TGDS THAP3 THY1 TMPRSS13 TNPO2 TOE1 TPR TRAP1 TRPV2 TUBGCP4 TXLNA UHRF1 USP15 USP37 USP5 UTP20 WDHD1 WDR62 WDR82 ZBTB41 ZCRB1 ZMYM5 ZMYND11 GSE25147_UNSTIM_VS_HELIOBACTER_PYLORI_LPS_STIM_MKN45_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25147_UNSTIM_VS_HELIOBACTER_PYLORI_LPS_STIM_MKN45_CELL_DN ABHD2 ACBD6 ACO1 ACP3 ALCAM AMMECR1 ANK3 ANKRD33 AQP2 AR ARHGEF15 ASNS ATOX1 ATP1B1 ATXN10 B4GALNT1 BCAP29 BRSK2 BTF3 C2CD4C CAMK2D CAMK4 CAND2 CAPZB CARD9 CD4 CLTA COL5A3 COQ3 CORO2B CORT COX4I1 CPT1C CRB3 CRIM1 DCUN1D5 DENND2B DISP1 DMRTB1 DNAJB13 EIF3H ESPN ETFA F2RL1 FAM181A FAM3C FAM3D FBXL17 FGF1 FOXH1 FRMD8 FUNDC2 GAS2L1 GDF6 GGH GNG10 GNG3 GP9 GPR25 GPR52 GTDC1 GUCY2EP HAP1 HMGA2 HRK HS1BP3 IER3 INSYN2B IRF6 IRX1 ITGA2B ITGA6 ITGA7 KLHL24 LCLAT1 LEF1 LMBRD1 LRBA LRRC4B LTBP3 LYSMD2 MBIP MEGF6 MGMT MIPEP MIR129-1 MIR17HG MIR375 MIRLET7B MLPH MSH3 MTX2 MYL9 NBAS NECTIN4 NIT2 NOL7 NPAS1 NRGN NRP1 NTN4 NXPE1 P2RX2 PDCD1 PDGFB PDLIM1 PDLIM2 PHGR1 PITX1 PLBD2 PPL PPT2 PRKCB PROP1 PRR23A PSMG4 PTP4A2 RAB21 RAB8A RASGRF2 RBM3 RBX1 RGS3 RMRP RN7SK RNF138 RPH3AL RPL23A RPL24 RTN4R RTN4RL1 S100A6 S1PR2 SARS1 SEMA6C SH2D4B SHROOM3 SLC24A3 SLC25A16 SNORA30 SPATA6 SSR1 SSTR2 TANC2 TANGO6 TENT5A TM2D1 TMED7 TMEM134 TMEM171 TMEM60 TNFRSF12A TNNI2 TRPS1 TSC22D2 TSHZ3 TTC7B USP28 VAMP4 VAPA VEGFA VSTM2L WDTC1 WNT5B ZBTB33 ZGLP1 ZMPSTE24 GSE25147_UNSTIM_VS_HELIOBACTER_PYLORI_LPS_STIM_MKN45_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25147_UNSTIM_VS_HELIOBACTER_PYLORI_LPS_STIM_MKN45_CELL_UP ACO1 ACYP2 AGAP1 AKT2 ALYREF ANK3 APLP1 ARL2BP ATP6V1D AVEN BARHL1 BIN3 BMPR2 CAPNS1 CAPZB CCDC85C CCT4 CEP350 CHCHD3 CHD9 CHIC2 CHMP2B CLDN3 COX4I1 CSTF3 DCPS DDX10 DENND1B DENND4C DGUOK DIP2C DIS3L DPY30 DRAM1 DSTN EFNA3 EFNB3 ELOC ENTPD3 ERH ERI1 EXT2 FAM181A FBXO27 FGF11 FIS1 FNDC5 FOXQ1 FRYL GCNT3 GGH GLUL GNG3 GRAMD2A HAND2 HES2 HEXA HMBS HMX3 HNRNPUL1 HSCB HYCC1 IGF2BP3 IP6K3 IRX1 ITGA1 KCNH4 KIF12 KLHDC10 KLHL24 LEF1 LLPH LSR LY6G5C LYPLA1 LYSMD2 MCTP2 MEA1 METTL9 MIR17HG MIR491 MIR503 MIR665 MPHOSPH6 MRPL40 MRPL48 MRPS35 MTCH2 MTMR9 NEBL NRGN NRP1 NUDT19 NXPE1 ODAD3 PA2G4 PANX2 PCIF1 PDCD1 PDCL3 PDLIM1 POLR1D POU5F2 PPBP PPP1R3E PRDX1 PRKX PROX2 PRPF38A PRPH2 PSMA2 PSMD1 PSMD13 RAB21 RLN3 RMRP RNPS1 RNY3 RP9 RPF1 RPH3AL RPL23A RPL35A RPSA RWDD4 SACS SARS1 SCN2B SCNN1A SCRT1 SDHD SLITRK1 SNORA52 SNORD49B SNRPB2 SNRPC SP2 SPEM1 SSBP3 STT3B SUGT1 SYT6 SYT7 TASP1 TBCA THYN1 TMEM158 TMEM176B TRMT12 TRMT5 TSEN34 TSPAN6 TTBK1 TUBB1 TXNDC9 UBE2K UBE2V1 UNC119 VANGL2 VAPA VDAC3 VKORC1L1 VWA2 WFIKKN2 ZBED3 ZBTB42 ZFP64 ZNRF2 ZYG11B ZYX GSE25502_WT_VS_KLF13_KO_THYMIC_MEMORY_LIKE_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25502_WT_VS_KLF13_KO_THYMIC_MEMORY_LIKE_CD8_TCELL_DN ABHD17A ADAMTS16 ADRB3 AGR3 AMHR2 ANKRD40CL AP5B1 APBA3 AQP9 ASB14 ASB16 ATF7 ATOH8 B4GALNT2 BRSK1 BTN2A3P C19orf84 C2orf27A CACNG4 CCDC42 CCM2L CCNYL7 CD33 CFAP45 CFAP95-DT CHPF CLU CNTN2 COX7B2 CPNE7 CRISPLD1 CRYBB1 CSN3 CYP2S1 CYP8B1 CYTL1 DLL4 DNAL1 DNM1P46 DRD5 DYSF ELOVL4 ENSG00000229727 ESRRA EXOC3L1 FAM216B FAM78B FCAR FCHO2 FGF10 FLJ13224 FOXL2 GCAT GIMAP4 GJA3 GJA5 GML GNAT2 GP1BB GP2 GPR4 GRID1 GRK2 H4C9 HERC2P1 HIF3A HOXC11 HPCA KAZALD1 KCNH4 KIR3DL1 KLK6 KLK8 KRT9 LAMC3 LHX9 LINC00293 LINC01541 LINC02532 LINC02912 LRRC19 LRRC36 LRRTM1 LUZP2 MARCO MARVELD1 MEG3 MGARP MIR124-1HG MTTP MUC2 MVK MYPN NAAA NACC2 NCAPH2 NECTIN2 NECTIN4 NKAPL NKG7 NME8 NMNAT2 NPSR1-AS1 NRAP NSFL1C NUDT16-DT NUDT7 OLFML1 OOSP2 OR2C3 OR51B2 OR6W1P PACS2 PALD1 PC PCDHGA10 PCP4 PCSK4 PLCL1 POLR3D POSTN PRAC2 PRB1 PRB4 PRDM1 PRODH2 PROM1 PRSS23 QRFPR RAI1 RBP4 RFPL1 RGMB RHPN1 RNF133 RTEL1 SCD SEC14L2 SEMA6C SEPTIN4 SGTA SH3GL1P2 SIGLEC5 SLC19A1 SLC22A8 SLC24A3 SLC4A3 SLCO1B1 SLFNL1 SMIM11 SPAG8 SPSB3 SQSTM1 SREBF2 SRGAP3 SSH2 STAC2 STXBP5-AS1 SULT2A1 SUN5 TAFA2 TBC1D9 TCERG1L TEAD3 TEX44 THBS4 THSD7A TMEM232 TMPRSS4 TPRXL TRAPPC14 TRPC5OS TRPV4 TSC22D1-AS1 UBXN11 UNC13B VSIG4 VSNL1 WFDC10B WNT10A WNT5A ZBTB46 ZFP2 ZMYND10 ZMYND15 ZNF473CR ZNRF4 GSE25502_WT_VS_KLF13_KO_THYMIC_MEMORY_LIKE_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25502_WT_VS_KLF13_KO_THYMIC_MEMORY_LIKE_CD8_TCELL_UP AAGAB ABI1 ACBD6 ACOT4 ACVR1 ADH1A ADISSP ADSL AGO4 AKNA ANKLE1 ANKRD7 ARHGAP5 ASAP1 ASB2 ASIC5 ATAD2B ATP8A1 BCL2A1 BMX BNIP3 C15orf48 C17orf100 C9orf131 CALML6 CCDC144BP CCT6B CD226 CD302 CD47 CDC37L1 CDC73 CDH7 CDIN1 CDR1 CEP89 CFAP43 CHD6 CHRNA1 COPG2 CRYBG1 CRYZL1 CXorf38 CYB5B CYP27B1 CYP2U1 DGKH DHRS13 DNM3OS DYNC1LI1 DZIP3 EBNA1BP2 ELMOD1 ELP1 ENOX2 ENPP5 ETNPPL EXOC5 FAM30A FANCB FBN2 FBXO7 GALNT12 GALT GPATCH4 GPR18 GPRIN1 HAS2 HECTD2 HEG1 HYMAI IL18R1 IL4I1 IQGAP3 ISG20L2 ISX ITSN2 KCNQ5 KHNYN KIAA0232 KIAA1549L KLC1 KLF12 KLHL34 KSR1 LCN12 LEAP2 LINC00665 LINC00887 LINC02843 LIPT2-AS1 LMO2 LRRC20 MAGEA6 MALT1 MAPK1 MARCHF5 MARK1 MED11 METTL15 METTL2B MINPP1 MNS1 MS4A7 MSTN MTHFS MTOR MUSTN1 NAT14 NDUFS1 NECTIN3 NET1 NIBAN3 NPTX1 NR3C1 NUDT19 NUMBL OR12D3 P2RY12 PABIR2 PCNX2 PDCD6 PDPR PDXDC2P PDZK1P1 PHF14 PIGF PIKFYVE PLA1A POLR3G PPM1A PSPH PSTPIP2 PTGR2 PTPN1 PTPRN2 RAB18 RAD54B RAI14 RALB RGS3 RMDN2 RPGR RPIA RRN3P2 SERPINB1 SETD3 SLC10A4 SLC25A46 SLC30A9 SLC31A1 SLC41A2 SMIM14 SNORA37 SNTB1 SNX7 SPINT2 SPRYD7 SPTLC3 SSBP1 STAG1 STAG2 STX7 SYNGR2 SYNRG SYTL1 TAF1A TGM2 TIFA TMEFF1 TMEM145 TMEM198B TNFRSF10A TNFSF10 TPTE2P6 TRAPPC8 TTK TUBBP5 TUT1 UGCG UHMK1 UPRT USB1 USP37 ZFP36L1 ZMYND11 ZNF407 ZNF551 ZNF561-AS1 ZNF641 ZNF662 ZNF680 ZNF846 ZNRF2 GSE25677_MPL_VS_MPL_AND_R848_STIM_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25677_MPL_VS_MPL_AND_R848_STIM_BCELL_DN ABCG1 ABRA AIRN ALOX5AP AMELX ANO5 AP2A1 ARHGAP35 ARHGEF28 ARNT ARRB2 ASB12 ASB2 ATG12 BGLAP BRD4 CACNA1E CALR CARMIL1 CCL28 CD180 CD40 CEBPA CENPM CLCA4 COLQ CORO2A CRB1 DENND2C DUSP10 DUSP18 E2F1 EDN1 EFCAB7 EFEMP1 EMCN EPS15L1 EPS8L1 ERCC6L EXT1 FBXO34 FBXO48 FDPS FGF7 FKBP2 FOXI3 GALNT18 GAPT GAS5 GPR68 GRIPAP1 GSAP GUCA1B H2AC1 HECTD3 HEPACAM2 HOMEZ HOXB5 HS6ST2 HSPB9 IFI16 IGF2R IL5RA IMP4 INPP4A IPO13 KMO KYNU LRRK2 LY6D LY6S LYNX1 MCCC1 MCTP2 MED20 MGAT5 MIP MIR365B MIR382 MITF MMD MST1 NAB1 NEK4 NLE1 NOS1AP OAS2 OAS3 OVOL1 PDILT PGM2 PLPP1 PPFIA2 PPP2R1A PRDX2 PROX2 PRSS48 PRSS53 PTAFR RAB3IL1 RASGEF1B REL REPIN1 RET RING1 RINL RORB RTP4 SEMA5A SLC1A5 SLC22A25 SLC29A3 SLC39A5 SLC5A11 SLFN5 SOX5 SPINK6 SPP1 SPZ1 STOX2 STX7 SUPT3H SYT2 TMC5 TNS3 TRAPPC12 TRRAP TTC39B TXNDC5 WT1-AS XRN1 YEATS2 ZC3H12C GSE25677_MPL_VS_MPL_AND_R848_STIM_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25677_MPL_VS_MPL_AND_R848_STIM_BCELL_UP ABCA6 ACAT2 ACOT9 ACSL5 ADAM19 ADGRL2 APC ARFGEF2 ATP10D ATP2B1 BAX BCL6 BCL9 BOLA1 BRAF BTRC C1QTNF12 CARF CASP8 CCDC97 CCK CD55 CDON CDYL CEACAM1 CHCHD2 COL13A1 COPS7A CREM CRYBB3 CRYBG1 CTSA CTSS CYP27A1 DYNLL2 ELL2 ELMO2 EP300 EZHIP FAM156A FAM167A FCGRT FCHSD2 FCMR FGF7 FHIP2A FNDC4 FTO GNA13 GPD2 GPR12 GPR141 GPR174 GSTO1 GZMA HRH2 HSD11B1 IL2RG IL5RA IL9R INSYN2B ISY1 ITGB7 ITSN1 KBTBD3 KDSR KLF3 KLF8 KLRD1 KMO KYNU LCN2 LGALS8 LRCH3 LRRK2 LY6D LYRM1 MAZ MCL1 MDC1 MED15 MOB1B MRPL23 MRPL44 MST1 MTMR14 MTPN MYF5 N4BP2L2 NAB1 NCBP1 NCS1 NDC80 NDRG3 NEU3 NFIL3 NMT2 NOP53 NUCKS1 NUP133 PANK2 PARP14 PARP3 PDCD6IP PDE4B PDIA6 PEPD PFDN6 PHF5A PHYH PNOC POLR3B PRKAG1 PRPF6 PSMB1 PSMB8 PYHIN1 RAB21 RAMP1 RASGRF2 RCOR1 RERE RHOA RNASEH2B RND2 RPL37 RPS18 SEMA5A SFMBT1 SIKE1 SKAP2 SLC30A4 SMC2 SMCHD1 SNX30 SPIC ST8SIA4 STARD3NL SYNE2 TACSTD2 TBC1D8B TENT5A TIMM17B TMEM229B TMEM65 TMEM69 TMSB4X TRAM1 TRIM34 TRIP10 UBA6 UBQLN2 UNC93B1 VPREB3 WNT3 XBP1 YAF2 ZBTB14 ZBTB24 ZSCAN29 GSE25677_MPL_VS_R848_STIM_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25677_MPL_VS_R848_STIM_BCELL_DN ABCA1 ABCA6 ABCA7 ADAMTS6 ADD1 ADD3 AFF3 AFF4 AIDA AKT3 ALCAM ANKRD44 ARHGAP25 ARHGAP26 ARHGEF18 ARHGEF3 ATF7IP ATP1B1 ATP6V0A1 B3GNT5 B3GNT8 BACH2 BCL6 BPTF BRWD1 BTLA C1GALT1 CACNA1I CALM2 CARD6 CC2D2B CCDC97 CD200 CD55 CDC25B CDK19 CERK CHST15 CHST3 CLEC2D CLINT1 CMAHP CNN2 CRIP3 CSK CSNK1G3 CYTIP DCAF12 DEXI DGKA DGKD DIPK1A DMXL1 DNAJC9 DNMT1 DOCK11 EHD4 ENPP1 FAM107B FAM76B FCHSD2 FCMR FLI1 FLNA FLNB FOXO1 FRY GATAD2B GMFG GNA13 GNAI2 GPD2 GPR174 GRAMD1A GRAP2 GTF2A1 H3-3A HDAC10 HSD11B1 ICE1 ICOSLG IER2 IFNAR1 IL21R IQGAP1 IRF2 IRF8 ISG15 ITGB7 ITSN2 JAK1 JAK2 KIF21B KLF3 KLF6 KMT2E LAPTM5 LBH LFNG LMBRD1 LMO2 LSP1 MAPK11 MED13 MEF2C MSN MTPN MYADM MYH9 MYLIP NDC80 NRM NSMCE1 P2RY10 PAN3 PARP1 PDE2A PDE4B PGAP1 PICALM PIK3CG PLCL2 PLEKHA2 POLD1 PPP3CA PRIM1 PTBP3 RAB33B RAB8A RASA3 RASGRP2 RASGRP3 RDH12 RETREG1 RFC1 RHOH RICTOR RIN3 RIPOR2 RNF144A ROCK2 RPS6KA3 S100A10 SAMHD1 SATB1 SELL SH3BP5 SLAIN2 SLAMF1 SLC35C1 SLC39A10 SNORD35B SNX2 SNX9 SOCS7 SORL1 SPRED2 SREBF2 SSBP2 SSH2 STAC2 STAP1 STAT4 SYNJ1 TEC TENT5A TMEM64 TMSB10 TPM3 TRAK2 TRAPPC5 TRIB2 TRIM25 TRIM59 TUBA1A VIM VPREB3 WASF2 XYLT1 ZCCHC10 ZNF318 GSE25677_MPL_VS_R848_STIM_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25677_MPL_VS_R848_STIM_BCELL_UP ABHD5 ABR ACBD4 ACKR2 ACKR3 ALPL ARHGAP24 ARHGEF12 AS3MT ASB2 ASNS ATP6V1G2 ATXN1 BCAP29 BCAR3 BID BLK BLNK BZW2 CACNA1E CARMIL1 CARS2 CCR1 CD180 CD274 CD300LF CD36 CD38 CD81 CD86 CD9 CDC42BPB CDH17 CIBAR1 COPG2 CR2 CREBL2 CSF2RB CYBB CYFIP1 CYP39A1 DCLRE1C DLL3 DPH5 DRAM2 DSE DTX1 DUSP16 EDEM1 ELL3 EMX2 ERO1A FBXO9 FCRL5 FFAR2 FMNL3 FUCA1 FUCA2 GM2A GNS GOLIM4 GPR156 GRAMD1B GRK3 GRN HCK HERC3 HES5 HMGN3 HSPA5 ID2 IKZF1 IL9R INPP5F ITGAL ITPR2 KCNK5 LAIR1 LILRB4 LPCAT2 LY6K LY6S LYNX1 MARCKS MATK MCOLN3 MICAL3 MS4A1 MS4A14 MTNR1A MYC MYCBP2 MYL4 MYOF NAB1 NDST1 NEBL NEDD4 NIBAN3 NRP2 OBI1 PDCD4 PDE4D PDE8A PDLIM2 PER3 PGC PIK3R4 PIP4K2A PKD1 PKIB PLA2G7 PLAC8 PLBD1 PLD4 PLEKHA1 PLXNC1 PLXND1 PPL PRDM1 PRKDC PSAP PSMD14 PTK2 PTPN14 PTPN18 PTPRJ RASGEF1B RBM47 RGS10 RILPL2 RNFT2 RPS20 RPS9 RRBP1 RUFY3 RUNDC3B RXFP1 S1PR1 SEMA7A SH3KBP1 SLC29A3 SLC38A9 SLC39A6 SLC9A9 SORBS2 SRGAP3 SUCO TAF1D TBC1D9 TBL1XR1 TCF4 TERB1 TLR3 TLR7 TMEM131 TMEM26 TMTC4 TNFRSF18 TRAF1 TRIM32 TRPM2 TSGA13 TSPAN15 TUBG2 TYROBP UBE2E2 UBE2R2 UTRN UXS1 WDR11 ZC3H12C ZDHHC14 ZKSCAN1 GSE25677_R848_VS_MPL_AND_R848_STIM_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25677_R848_VS_MPL_AND_R848_STIM_BCELL_DN ACP5 ADRB2 AK2 AKAP13 AKAP8L ALG5 ANKRD53 ANXA1 APIP APOBEC1 APOE ARAP2 ARHGEF18 ATMIN ATP6V1C2 ATP6V1H ATPSCKMT BCAP29 BRCC3 BTG1 BTK CAPZA1 CASP7 CCNI CD72 CDCA7 CECR2 CEP55 CEP57 CIRBP CMAHP COG2 CRLF3 CSDE1 CSRNP1 CXCR4 CYFIP2 DBF4 DESI2 DHX9 DNAJA2 DPY19L3 E2F7 EEF1G EIF3K EIF4A3 EPHX1 EXD2 EXOC1 FAM3D FEZ2 FOXO1 GABBR1 GALNT1 GAREM1 GATAD2A GET3 GGCT GKAP1 GLRX3 GMFG GNPDA2 GOLIM4 GPD1 GPRC5B HCFC2 HERC4 HHAT HIBCH HS3ST1 HSCB IDI1 IMMT INCENP INPP4B IRF8 IRS4 JAK2 KIF20B KLHL28 KLHL6 KLK5 LSP1 MAP3K1 MAP3K5 MAPK6 MARCHF1 MIR188 MKNK2 MRPL57 MTA2 MTCP1 MTMR1 MYPN NCOA2 NHEJ1 NIBAN3 ODF3L1 OTUD4 OTULIN OXCT1 PAN3 PCNA PDCD4 PGRMC2 PICALM PIK3IP1 PIM1 PKIG PMPCB POLR1B PPP1R21 PRKCE PSMD7 PTPN22 PXMP4 RAB30 RAB36 RAP1B RAP1GDS1 RAPGEF1 RIN3 RIPOR2 RPS9 SATB1 SESN1 SF1 SGK3 SH3KBP1 SIRT1 SKA2 SKA2P1 SLA SLC39A10 SMC5 SMURF2 SNX32 SNX4 SPCS3 SPRED2 SRGN SS18 SSH2 ST3GAL1 ST6GALNAC1 STARD7 TAGLN TBR1 THAP11 TJAP1 TOP2A TRA2B TRIP4 TSC22D3 UQCRQ USP15 USP22 USP3 WAS WBP1 WDR46 WDR83 WWP2 YBX1 ZFAND5 ZNF318 GSE25677_R848_VS_MPL_AND_R848_STIM_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25677_R848_VS_MPL_AND_R848_STIM_BCELL_UP A1BG ABCA5 ABCB11 ACP5 ADAM9 ANKRD6 AQP4 ASL ATOX1 BET1L BNC2 CCND2 CD6 CD69 CDC20B CECR2 CNIH2 CNNM4 CPA5 CRADD CUX1 CYB5R3 CYP24A1 DCSTAMP DDIT4 DDO DEPDC1 DERL3 DLX2 DPYSL4 DRAM2 DUS3L DUSP21 ELAC1 FAM8A1 FEV FGF4 FHL3 FLOT1 FMO4 FOXO1 GABRA2 GAREM1 GBP2 GDF6 GH1 GPM6A GPRC5B HBEGF HDDC3 HORMAD1 HOXC13 HS3ST1 HSPA12B JAK2 KCNJ12 KDM6B LMLN LPCAT2 LRRC66 LYPD4 MAGEA7P MAGEL2 MAP3K5 MATK MBLAC2 MED16 METTL17 MGLL MIR155 MLEC MLXIP MRPS26 MYBBP1A NDUFA8 NEFL NEU2 NEU4 NIBAN3 NKX2-6 NOP16 NXT2 ODF1 OLFML1 OSGIN1 OTOA PAFAH2 PARP12 PDCD4 PDZD8 PEX7 PIK3IP1 PKP3 PLCG1 PNPLA2 PPP1R3E PROKR2 PRR19 PRSS38 PSORS1C2 PTGER4 PTPN22 RAB31 RAPGEF3 RASSF10 RETNLB RND3 RNF157 RPL15 RRP1B RTKN S1PR3 SEC61B SEPSECS SERPINF2 SERPINH1 SESN1 SLC12A7 SLC23A3 SLC25A53 SLC35G1 SLC9C1 SNORD58B SP5 SPAG7 SPAG8 SRCIN1 SSPN ST6GALNAC1 STON1 SYCP1 TANC1 TDRD12 TMEM132A TMEM200C TRABD TRIM63 USP35 VSTM2L XRRA1 ZFP1 ZFP30 ZFP36L2 GSE25846_IL10_POS_VS_NEG_CD8_TCELL_DAY7_POST_CORONAVIRUS_BRAIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25846_IL10_POS_VS_NEG_CD8_TCELL_DAY7_POST_CORONAVIRUS_BRAIN_DN ABHD18 AGL ALDH2 ANKS1A AOC2 AOC3 ARFIP1 ARL5A ATP5F1A ATP6V0E2 ATP6V1G2 ATXN1 B3GNT2 BCCIP BNC2 BRD3 CA10 CASP4 CATSPERB CCT7 CD40LG CEP170 CHRNA2 CHUK CIB1 CNTRL COLGALT1 CPSF4 CRELD2 CRTC3 CSF2 CSF3 CTSH CUEDC1 DDX27 DERA DIABLO DOK2 DOP1A DPP3 DRG2 DUSP22 EBAG9 ECHDC1 EIF3I ELL ETFB EXO5 EXTL3 FAM182A FAM53C FASTKD3 FBXL12 FBXO31 FBXW4 FCGBP FLVCR2 FRG1JP GABPB1 GADD45GIP1 GALNS GFRA3 GLRX2 GPATCH3 GPI GPR157 GRAMD4 GRID2 GRWD1 GYS2 HADHA HAUS2 HDAC3 HOXA1 HSDL2 IDH1 IFT52 IKBKG IL6 IMPDH2 INSL5 INTS11 IPCEF1 KAT6A KATNB1 KCNF1 KLF1 LARP4B LHFPL6 LINC00837 LPXN LRP5 LSM14B MAN1B1 MAP3K1 MAPK12 MAPK14 MAPK8IP1 MC3R MOB1A MUC6 MUS81 MYLK MYRIP NCAPD3 NDUFA7 NDUFS3 NELFCD NIP7 NIPSNAP2 NKIRAS2 NME3 NUMA1 ODF2 OPRD1 PAFAH1B1 PALM PAQR4 PCDHB3 PCNA PDGFD PIGH POLE3 POMC POU4F3 PRKRA PSD3 PSEN1 PSTPIP2 PTCD3 PTS PYY RALGPS1 RALGPS2 RAPGEFL1 RARS2 RASA1 RBM14 RBMS2 RDH14 RIN2 RNASE6 RPL39 RPS15A SCN1A SCRIB SERTAD2 SF3A3 SFXN3 SH3BGRL SH3BP2 SIK1 SIRT1 SLC12A9 SLC18A1 SLC25A1 SMO SNHG32 SOD1 SPATA2 SPINK4 SREBF1 SRSF9 STAT2 TBL3 TBP TDP1 THOC6 THOC7 THYN1 TM7SF3 TM9SF4 TMED2 TMEM39B TNFAIP8 TNP1 TOMM20 TRAF2 TSPAN14 TSPYL4 TSSK2 TTC13 TUBB TUBGCP4 UCHL5 UGGT1 USP6NL VENTX VPS16 WARS1 WDR44 WDR91 ZC4H2 ZNF263 ZNF562 GSE25846_IL10_POS_VS_NEG_CD8_TCELL_DAY7_POST_CORONAVIRUS_BRAIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25846_IL10_POS_VS_NEG_CD8_TCELL_DAY7_POST_CORONAVIRUS_BRAIN_UP ABCB1 ACAD10 ACTL6B ACTL8 ADAMDEC1 ADAP2 ADGRL3 ADISSP AEN ALDH8A1 ANGPTL2 ANGPTL7 APOF ARHGAP33 ARHGEF4 ARPIN ARSJ ATF3 ATF7IP2 ATG10 B4GALT2 BAG2 BAMBI BBS10 BCL2A1 BMP2 C1QTNF1 C2orf72 C3 CA2 CACFD1 CASQ2 CCL4 CCN6 CD83 CDH19 CDT1 CEBPZ CHRNA6 CLDN1 CLDN8 CLEC1B CLEC5A COL2A1 COPS8 CRYBB2 CRYGB CSE1L CSNK1G1 CXCL1 CXCL2 DGKE DHFRP3 DIO1 DLGAP5 DNASE1L2 EFR3B EGF EGR3 EIPR1 EMP1 EPB41L5 EPHX2 ESF1 FAM114A2 FGF4 FGGY FILIP1L FKRP G0S2 GEMIN2 GOLPH3L GPD1L GPR176 GREM1 GRK1 GSPT2 GTF2H4 GTF3C3 HABP2 HCAR3 HILPDA HOMER1 HOXC6 IDH3A IKZF4 IL1B INHBA IREB2 ITGA2 KCNK5 KERA KRT13 KRT76 LDHA LHCGR LPL LRP3 LRRC37A2 LTK LY6G6E MAFB MAP2K6 MC5R MNS1 MRM1 MTCL1 MTMR7 MTTP MUC3A MUC5B NDUFS4 NFKBIA NR4A2 NUDT7 ONECUT1 OPTN OR7E156P OSM P4HB PDE4D PIWIL1 PLCB3 PNO1 POM121L2 POU5F1P4 PRAMEF10 PRAMEF12 PRKAB2 PRKG2 PRND PRRG1 PTHLH PTPRK PYHIN1 RAD54L RBFOX1 RELN RFK RGS16 RINT1 RLF RPL13 RPP30 RRS1 RUNDC3A SAG SCD5 SCLY SEPTIN8 SFTPB SH2D4A SLC11A2 SLC15A2 SLC25A38 SLC28A1 SNTA1 SOD2 SOGA1 SOX18 SPACA9 SPAG5 SPATA31C2 SPN SPTBN4 ST18 SYNJ2BP TEDC2 THRB TK1 TLE6 TMEM255A TMEM97 TNFAIP3 TNFSF9 TNP2 TOX TPI1 TRIAP1 TSPYL5 TTLL7 TUBG1 UAP1L1 UNC5B USP53 VRTN WDR18 WWC2 XPNPEP3 ZFY ZNF221 ZNF432 ZNF500 ZNF528 ZNF556 GSE2585_AIRE_KO_VS_WT_CD80_HIGH_MTEC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2585_AIRE_KO_VS_WT_CD80_HIGH_MTEC_DN AACS ABCC3 ABHD1 ABHD12 ABHD4 ADCY4 ALPK1 AMDHD2 ANKH APH1B APOBEC1 ARFGEF3 ARHGAP1 ARHGEF10L ATG3 ATP23 ATP2B1 ATP6AP1 BAG3 CADM1 CAMK1 CAPN15 CCDC32 CEP128 CHMP7 CLIC4 CLPTM1L CMBL CNRIP1 COL4A5 COPG2 CRIP1 CTSA CYP11A1 CYP4A22 DCTN2 DIO2 DIS3L DOCK10 DTNBP1 EGR2 EIF2B2 EIF3J EMP3 ENC1 EPAS1 ESYT2 FAM234B FARSA FKRP GALC GAP43 GPN1 GPNMB GSK3B HADH HAPLN3 HIP1 HMGCR HNF1A HOXA4 HRAS IL6ST INF2 IRAG2 ITGA6 JMJD4 KCNC2 KIF3A KLF6 KRAS LAG3 LAMP2 LAMTOR1 LCT LGALS1 LGALS8 LIPA LITAF LMAN2 LMLN LRIT2 LRP1 LRRC72 LSS MAP1S MAPK13 MAPK8IP1 MBD3 MCUR1 ME3 MECR MED22 METTL1 MFSD12 MICAL1 MIEN1 MPZL1 MTCH1 MVP MYL6B MYO1E MYOF NAGLU NAT8L NCEH1 NIPAL3 NOBOX NPEPL1 NPTX1 NSDHL NSUN5 OXCT1 PACC1 PACS2 PAK1 PCBP1 PDCD2 PDE2A PDP1 PGAP4 PI4KA PISD PLCL1 PLEKHM1 PLPBP PPP1CA PRELP PRKCA PROKR1 PSMD13 RAB3GAP1 RAB3IL1 RAB7A RCAN2 RGL1 RGS2 RHOBTB3 RMND5B RNF181 RSU1 S100A6 SAMM50 SCARB1 SEPTIN8 SLC17A5 SLC26A3 SLC29A3 SLC39A10 SLC39A12 SLC7A14 SPG21 SPICE1 SQLE SRXN1 SSB ST6GAL1 STBD1 STT3A SUDS3 SULF2 SUN2 SYNGR1 TAOK3 TBC1D2 TBC1D22A TBCC TEX264 TGFBR2 THAP11 TIMM22 TINAGL1 TM4SF20 TMEM120A TMEM181 TMEM270 TMEM51 TMEM53 TPGS1 TPTE TRAF3IP1 TRAPPC8 TRARG1 TRMT61A TSPAN13 TSPAN14 TTL TUBA1B UNC5D USO1 VAMP8 VCAM1 VKORC1L1 VPS51 VWA5A WDR91 WDSUB1 WSB2 ZFP82 ZNF14 GSE2585_AIRE_KO_VS_WT_CD80_HIGH_MTEC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2585_AIRE_KO_VS_WT_CD80_HIGH_MTEC_UP ABCB6 AHCYL2 ALG3 AMZ1 ANGPTL2 ANPEP AP2M1 APOBEC1 APOBR ARHGEF1 ASTE1 ATP1B3 ATP8A1 B4GALT5 BBS7 BCAP29 BTBD9 CAPN2 CBLL1 CD27 CDC42BPB CENPA CENPN CNOT4 COA5 CPNE2 CPT2 CREB3 CTNNBIP1 CXCL12 DAAM1 DEPDC1B DMAC2L DNA2 DNAJB11 DOCK2 DPP9 DUSP22 EFR3A EIF3B ELAVL1 ETFRF1 FAM120A FAM76A FANCD2 FANCG FASTK FIZ1 FLRT2 FNIP2 FOXM1 FRRS1 GASK1B GDAP2 GDF3 GET4 GLUD1 GMNN GOLPH3 GPR137B GSDME GYG1 HADH HIP1 HMBS HS1BP3 IBA57 IDH3B IDH3G IDUA ITPR2 KIAA1958 KLF13 LACTBL1 LANCL2 LATS1 LCMT2 LGALS1 LHFPL2 LINC01160 LRFN4 LRIG1 LRP1 LRRC8A LSM12 MAN1C1 MECOM MED12 MED7 MEIOC MFAP1 MKRN2 MMP19 MOCOS MOCS2 MRPL22 MYO1E MYO6 MYO7A NCOA3 NDUFA9 NKTR NLK NPY NT5C2 OSBPL5 OTUB1 PACC1 PAIP1 PAQR4 PARP1 PARPBP PDXK PKP4 PLIN3 PLPBP PPFIA1 PPP1CA PPP1R12C PPP1R8 PRKCB PRKD3 PRPF8 PSMB7 PTPN21 RAB14 RAB1A RAB3GAP2 RAB3IL1 RABL3 RAD50 RASAL2 RDH13 RFNG RGS7BP RMI2 RMND5B RNF10 RPS6KC1 RXRA SFT2D3 SGTB SIAH2 SKIC3 SLC18B1 SLC38A9 SLC39A10 SMC1A SMG7 SMIM7 SPDL1 STAC2 STOML3 STRAP STRN TBC1D2 TBL1XR1 TCF19 TEX261 TFAP4 TFCP2 TGFA TGIF1 TM9SF4 TMEM178A TMEM41A TMEM87A TONSL TRIO TRIR TSPAN5 TTC3 TTL TUBA4A TUBGCP4 UHMK1 UMPS UNC13B UNG USF2 UXS1 VIM VPS29 VWA5A WDFY1 WDR13 WDR35 WDR41 ZC3HAV1 ZCCHC2 ZIK1 ZMYM4 ZNF318 ZNF436 ZNF449 ZNF592 ZNRF3 ZSCAN10 ZSCAN25 ZSWIM8 GSE2585_AIRE_KO_VS_WT_CD80_LOW_MTEC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2585_AIRE_KO_VS_WT_CD80_LOW_MTEC_DN A2M ABCB1 ABCC3 ABHD12 ABHD16A ABTB1 ADA AKR1E2 ALKBH7 ALOX15 ANAPC2 AP1B1 APOBEC1 APOE APRT ARFGEF2 ARHGAP25 ATP1A1 ATP23 ATP2A3 B3GNT8 BAD BCKDK BHLHE40 BLNK CAMK2N1 CAMKK1 CARD10 CCT7 CCT8 CD27-AS1 CD300LB COL14A1 COMT CRIP1 CYP26B1 DCAF12L1 DCAKD DHCR7 DHRS3 DNAH6 DPH5 DTD1 DTNBP1 EDAR EEF1D EEPD1 EPAS1 FAM117A FAP FBXW9 FCGR3A FILIP1 FKRP FOLR2 GABARAPL1 GADD45G GAL3ST4 GALC GAS6 GCSH GPC1 GPNMB GPR83 GPX8 HES6 HHAT HMGCS1 HMOX2 HRAS IDH1 IDH2 IDI1 IFI30 IGFBPL1 INF2 INHBB INHBE IQGAP3 IRF7 ITM2B KCNJ10 KCNK13 KIAA0513 KLF15 LAMTOR1 LGALS1 LHCGR LIG1 LIPA LMO7 LPXN LRP1 LRP12 LSS LY9 MAN1C1 MANF MARCHF11 MECR METTL18 MFSD12 MGAT1 MNT MRPS18B MSMO1 MYH10 NCKIPSD NDST1 NDUFA3 NLRP4 NMT1 NPEPL1 NPTX1 NRIP1 NTN4 NUTF2 OASL ORAI3 OTOP3 OXCT1 PDCD2 PDXK PEF1 PEX14 PISD PKD1L2 PLA2G15 PLD4 POU6F2 PRKCB PRMT5 PRSS21 PRSS50 PXT1 RAB20 RAB8B RAP1GAP2 RARB RFX2 RHOBTB2 RILPL2 RLBP1 RPL3 RPL9 RPS7 RRAGD SCARA3 SEMA4D SERPINA1 SERTAD4 SHC3 SLC11A1 SLC24A3 SLC30A9 SLC36A2 SLC39A12 SLC46A1 SLC4A9 SMAD3 SNRPB SPEF1 SPG21 SPICE1 SPNS1 ST8SIA4 STARD3 STX7 SULF2 SYNGR1 TBCC TBXAS1 THAP4 TIFAB TINAGL1 TLCD2 TLR8 TMEM150C TMEM165 TMEM184B TMEM202 TMEM37 TMEM86A TPGS1 TRAF3IP1 TRIM47 TRMT1 TSPAN1 TTC28 UBE2O UBE2Q1 UQCRC1 USP4 VAPB VKORC1 VPS11 WDR41 WDSUB1 WSB2 YEATS4 GSE2585_AIRE_KO_VS_WT_CD80_LOW_MTEC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2585_AIRE_KO_VS_WT_CD80_LOW_MTEC_UP AARS1 ADIPOR1 AGR2 AGTPBP1 AKR1B10 ANXA3 AQP9 ATP2B1 AUP1 AURKC BABAM2 BAG4 BAP1 BCL9 BTF3 CARTPT CBLN1 CCL4 CCT4 CCZ1 CD300A CD33 CFAP298 CHRNA3 CPB1 CPN1 CSH2 CST7 CTAGE11P CXCL11 CXCL13 CYBB CYP2C8 CYTIP DCAF1 DCLK1 DCT DDX6 DEFA5 DEFB4A DGKG DNAH2 DSTYK DUSP3 EDA2R EHD2 EIF2B3 EIF4G3 ENSG00000237250 EPCAM EPHA4 ESRP1 EYA3 FBXL2 FBXW11 FIG4 FKBP9 FLOT1 FMO4 FRMD1 GABRB2 GAD2 GH1 GOLGA1 GOLGA6A GOT2 GRPEL1 H3C2 H3C6 HAND2-AS1 HBD HBEGF HNRNPA1 HOXA5 HS3ST2 HYAL4 IFNB1 IFNG IKZF2 IL18RAP IL1RL1 IL24 IL36RN INTS9 JUN KCNE5 KCNJ3 KIF24 KIR2DL2 KIR2DL3 KLHL7 KLK7 KLRD1 KRT14 KRT76 LDHB LGALS8 LINC00574 LORICRIN LRP5L LRRC42 LRRC61 LTA4H MAN2C1 MICALL1 MNDA MS4A5 MSX1 MUC16 NAB1 NBEA NFIL3 NPAS2 NPY6R NRXN1 NUDT13 NUDT21 OBSL1 OLFML2A OMG OPCML PABPC4 PAGE4 PCDHB8 PCOTH PDZRN4 PEX3 PF4 PGAM1 PGAP4 PIGL PIGR PITRM1 PLPPR1 POLR3F POU2F3 PPFIBP2 PPP1R12B PPP1R3A PRKAA1 PRKAR2A PRND PSG3 PSMB7 PSMD2 PTPRT RALYL RARB RCAN2 RNF17 RNF19B RNF24 RPL22 RTL8C RUBCNL SASH1 SAV1 SCAMP1 SCGB2A2 SERPINB3 SERPINI2 SLC11A2 SLC27A2 SLC39A1 SLC6A15 SLC7A2 SLC8A1 SLCO1A2 SNIP1 SOBP SPART SPTLC3 SULT1C2 SYT12 SZT2 TANC2 TAT TBX21 TMPRSS11D TMPRSS11E TNFRSF21 TPST2 TRAV12-2 TRGV5 TRH TSBP1 TTC12 TTC30A UAP1 UBIAD1 UTP6 VEGFA VPS33B VWF WDR48 ZNF177 ZNF528 GSE2585_CD80_HIGH_VS_LOW_AIRE_KO_MTEC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2585_CD80_HIGH_VS_LOW_AIRE_KO_MTEC_DN AAR2 ACCSL ACIN1 ADGRA3 AJAP1 AK8 ALAS1 ALKBH8 ALOXE3 ALS2 ALX1 AMDHD2 ANXA13 APBA1 ARAP3 ARHGAP33 ARHGEF15 ARRDC5 ARSG ASPN AURKA BHMT BMERB1 BRCA1 BSND BTBD9 BUB1 C12orf50 C14orf93 C1QC C2orf80 C8orf74 CABP4 CALCB CALML4 CAMK1 CAMK2D CCDC51 CDH2 CDK14 CENPH CEP295 CES3 CHP2 CLEC6A CLSPN CLXN CMYA5 CNIH3 COL14A1 CORO7 CP CREB3L2 DAAM1 DNAAF1 DNAH17 DNAI3 E2F2 ECT2 ENTHD1 EPS15L1 EXO1 F11R FABP4 FAM149A FAM151A FAM47E FBP1 FLNA FRS3 FUT4 GARIN4 GASK1B GK GLB1L3 GNG11 GPC1 GPRC5B GRIK4 GUCA1A HMOX1 HOATZ HSD3B2 HTRA4 IGSF9 IL7 IMPA2 IQCF5 ITGA1 KCNE5 KIF12 KLHDC1 KLHL23 KRT39 LCN9 LEFTY2 LMAN2 LPL LRAT LRRTM4 LYRM7 MAST3 MAST4 MERTK MMP17 MPDZ MYBL2 NCAPH NEK2 NEK6 NEMP1 NMNAT2 NOSTRIN NPHS2 NRAS NRF1 NUP42 OPTC OR4E2 PAH PARS2 PBK PDGFRL PGGT1B PI4KB PLA2G4F PLEKHJ1 PPP1R17 PREP PRRT4 PRSS22 PRSS53 PSMA8 PTGER3 RAD51 RECQL4 RSPO4 RTF1 SCARB2 SCG2 SCN4B SEMA6D SEPTIN11 SERPINB7 SFRP4 SH3GL2 SLC22A23 SLC22A3 SLC25A31 SLC35E3 SLC35G6 SLC36A3 SLC40A1 SLC6A4 SLC8A1 SLCO6A1 SMKR1 SMTN SNAI3 SNED1 SNX24 SOX8 SPAG5 SPAG7 SPON1 SPRN SYT9 SYTL4 TAB1 TBATA TBC1D17 TBCEL TERF2 TIMELESS TK1 TKFC TMEM232 TMEM79 TNFSF4 TNR TOMM34 TONSL TOP2A TPX2 TRIM45 TRPM8 TSPAN1 TTC29 TTC36 UBTFL1 VCAM1 VWF WDR5B WSB2 WSCD2 ZMIZ1 ZNF148 ZNF704 ZRANB3 GSE2585_CD80_HIGH_VS_LOW_AIRE_KO_MTEC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2585_CD80_HIGH_VS_LOW_AIRE_KO_MTEC_UP ABCA8 ABR ACP3 ACSL1 ADAM19 ADGRE1 AHRR AK1 AKAP3 ANTXR1 AP5Z1 ARL4C ASIC3 ATP13A4 ATP1B1 ATP5MF ATP8B4 ATP9A B3GALT2 BNC2 BRDT BRINP1 BTC BTG1 BTG3 C1QL3 C1S CACNA2D3 CARMIL1 CAV1 CAVIN4 CCDC71L CCR8 CD200 CD72 CDC45 CDK3 CFAP47 CGREF1 CH25H CHCHD10 CLEC1B CLEC4A COL6A3 CRCT1 CSF3 CSNK2A2 CST7 CXCL3 DCN DCSTAMP DDT DENR DLX4 DNER DUSP1 DVL3 ECRG4 EGLN3 EID1 EMP2 ENOX1 EPHA4 F13A1 FBXO33 FCGR2B FILIP1L FKBP14 FLRT3 FNBP1L FPR1 FYB1 FZD7 GCKR GK GMCL1 GNAI3 GPR176 GPR179 GPR18 GRAMD2B GRINA GSK3A GSPT2 GSTA5 H2AZ1 HAVCR1 HEATR6 HMOX1 HSPB2 HTR2B IAPP IKZF4 IL12A IL13RA1 IL1A IL1RAP IL20RB IL6 IRAK3 ITGAL JAG1 JPH4 KCNF1 KRT17 KRT79 LRFN4 LRIG3 MAGED1 MAMDC2 MED14 MET MMP10 MXI1 MYADM MYLK4 NCKAP5 NFKBIZ NLRP14 NOS2 NRN1 NT5E NXNL2 OLFM1 ORAI2 OSM PAX9 PCBP4 PENK PILRA PLCD4 PLTP POSTN PPP1R1B PRDM16-DT PRR15 PTK6 QPCT RAB32 RAB33A RAB3C RBP4 REL RHOQ RIBC1 ROGDI RTN4RL2 SAA1 SCIN SEMA7A SERINC2 SERPINB12 SGCE SH3BP4 SIT1 SKIL SLA SLC12A3 SLC1A2 SLC20A1 SLC4A3 SLC4A7 SLC7A6 SLURP1 SNCA SNHG32 SOX5 SPRY3 SPSB1 SPX SRSF11 STK38L SUCO SUSD2 SUZ12 SV2C SYNC TAFA3 TAGLN2 TGFBI TIAM1 TMC7 TMEM178A TMPRSS11A TNFAIP2 TPI1 TRAF1 TREM1 TRIM7 UBE2T VCAN VTI1A XYLT2 ZBTB3 ZC3H12A ZFP91 ZNF143 ZNF264 ZNF446 ZYX GSE2585_CD80_HIGH_VS_LOW_MTEC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2585_CD80_HIGH_VS_LOW_MTEC_DN ACP6 ACSF2 ADAM11 AFDN AGRP AKR1A1 AKR1B1 ANKMY1 ANXA2P3 APOBR AQP1 ARRB1 ARSB ASAP2 ATP5MF ATP8B4 AURKAIP1 B3GALT5 B4GALT7 BAIAP2 BCAP29 BCL2L11 BMERB1 C4BPB CAD CASQ2 CAV1 CCR4 CD1D CD59 CDCA3 CDHR2 CDSN CLTA CNOT1 COL18A1 COTL1 CPM CRADD CRELD1 CTAGE1 CTPS2 CUX1 DARS1 DCTPP1 DCX DEF8 DGKG DHRS7B DIRAS3 DNM3 DNPH1 DSE DUOX1 ECI2 EFNA5 ELOB ENOX1 EPB41L3 FANCE FARP2 FCGR1A FOXD3 FZD10 GARNL3 GDF10 GNAT3 GPC4 GPR176 GPR20 GPR75 GPX5 GRAMD1C GRIA4 GRIK1 GS1-600G8.3 GSTA4 GTPBP10 GUK1 HAPLN2 HBQ1 HEXA-AS1 HIP1 HMGB3P1 HOOK1 HSD17B3 HTN3 ICA1 IFT46 IL7 IMPDH1 KCNA10 KDM4A KHDRBS2 KLF5 KRT32 LENEP LHX2 LHX6 LILRA1 LINC00474 LIPG LRRC32 LY6G6E MATN4 MCM2 ME3 MMP20 MMP27 MORC1 MTMR14 MYL6 NEK3 NHP2 NPY NR0B1 NR2C2 OR10H1 OR7E47P OSGIN2 PAAF1 PARK7 PCDHGB5 PDGFA PDLIM1 PDYN PFN2 PIGT PIMREG PLA2G2E PLCG2 PMS2P2 POLR2L POU3F2 PPBP PPIE PPIH PRKACG PRPH2 PSMA1 PTPN9 PTTG3P RAI14 RBMY2FP RBP4 RERGL RFPL3 RING1 RMND5B RNASEH2A RPL10P17 RPL12 RPL41 RRAS RXRG SCN11A SCN2A SCRT1 SHB SKAP1 SLC25A11 SLC35F6 SLC37A4 SLCO5A1 SMPD3 SOD1 SPAM1 SSR4 SSUH2 ST3GAL6 STAP2 STAT4 TESK1 TMEM158 TMEM47 TMEM8B TMSB10 TNFRSF8 TP53I3 TPCN1 TRPC3 TST TTLL1 TUBA1C UEVLD UROS USH2A VTCN1 WDR18 WRNIP1 ZC3H14 ZKSCAN5 ZNF154 ZNF480 ZNF668 ZNHIT2 GSE2585_CD80_HIGH_VS_LOW_MTEC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2585_CD80_HIGH_VS_LOW_MTEC_UP ABCA12 ABHD14B ACTRT1 ADAM32 ADAM7 ADCY2 ADRA1B ALDH1L2 ANO9 ASB16 ASGR2 ASPHD2 ATP1A3 B4GALT2 BCAS1 BHLHE22 C1R C2CD2 C4BPA C9orf43 C9orf78 CA6 CAMKK1 CC2D2B CCDC105 CCDC150 CDH18 CDH20 CFAP276 CIB2 CLEC14A CLEC5A CLVS1 CMTM8 COL17A1 COL27A1 CPZ CSTA CYP11B1 CYP27B1 DCDC2 DDAH1 DEFB106B DEFB116 DLG5 DMRT2 DNMT3L DOCK3 EFHC2 EMD ENAM EREG ERICH2 F13B FABP7 FABP9 FAM3B FAT1 FBP2 FGF17 FLG FOXA2 FSHB FUT1 FYTTD1 GALNT13 GATA6 GCNT3 GKN2 GPM6B GPR183 GPRIN2 GRIK1 GUCY2D GULP1 HAND1 HAPLN2 HEY2 HJV HLF HNRNPU HOXB13 HRC HSBP1L1 HSFY2 HSPB1 HYAL4 HYLS1 IER5L IL17RB IL36RN ILF2 INHBE IRS1 IRX5 ITM2C JPH1 KLHL41 KLK12 KRT14 KRT20 KRT33A KRT85 LAMP5 LAPTM4B LARGE2 LDHC LIPH LOX LPAR4 MACC1 MAGEA11 MAK MAPK4 MAX METTL24 MIDN MLXIPL MMP20 MPP2 NAA16 NDP NECAB1 NEUROD6 NKX2-6 NLRP9 NNMT NRCAM NRG4 NT5C3B OR51E1 OR5D18 OS9 PCDH9 PDE1A PDZD9 PKDCC PKNOX2 PLEKHH3 POLR1C PPFIA3 PRCC PREX2 PRKD1 PRKG1 PRND PROB1 PTBP3 RAD51B RAMP2 REEP1 RESF1 RILP RND2 RSPH6A SAMD12 SAMD5 SAXO2 SCARNA13 SCCPDH SCT SCTR SDR16C5 SEL1L2 SEMA3E SH2D4B SHISA3 SHROOM3 SLC10A2 SLC17A1 SLC17A6 SLC6A3 SLC7A4 SNHG12 SSTR4 STAU2 STYXL2 SV2C SYCP1 SYT17 TAL2 THEM5 THSD7A TM9SF3 TMEM182 TMEM252 TOM1L1 TPH1 TPTE TRPM3 TSGA10 UBE2J1 UQCRHL VEGFD VSTM2A YJEFN3 ZNF12 ZNF532 ZNF691 ZSWIM4 GSE2585_CTEC_VS_MTEC_THYMUS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2585_CTEC_VS_MTEC_THYMUS_DN ABCA8 ABCB4 ABHD16B ACOT12 ACOT7 ADAMTS7 ADGRF1 AFF3 AGRN AHRR AK4 ALDH1A2 AQP9 ARRDC4 ATP5ME AXL BCKDHB BMP1 BNC2 BTG3 C19orf81 C6orf15 CA12 CA2 CA4 CAMK2N1 CAND2 CAVIN4 CCSER1 CD14 CD40 CD72 CFB CFHR1 CHIC2 CLEC5A CNOT2 COL5A3 CPB2 CST7 DCN DDIT4 DGAT2 DHRS13 DMXL2 DNAAF1 DNAH9 DSN1 DSTN DTX2 EDIL3 EGLN3 EIF4E3 ELL2 F3 FABP1 FAM162A FAM167B FBP1 FBXO31 FCGR2B FJX1 FKBP14 FOXF2 FPR1 FYB1 GARIN3 GFOD1 GINM1 GJA1 GK GLRX GNG10 GPD2 GPR18 GPR35 HCAR1 HCLS1 HERC6 HIVEP3 HLA-DOA HRG IFIH1 IFNAR2 IL1RN IL20RB JAG1 JARID2 JMJD6 KCNF1 KCTD11 LIF LOXL3 LRRC8D LUM LXN MAK16 MAP3K12 MAPKAPK2 MASTL MCF2 METTL24 MEX3B MKS1 MLLT11 MMP2 MMS22L MRPL45 MRPL52 MUC1 MYCBP MYL10 NFKBID NGF NIPSNAP1 NKAPL NT5E OPN1SW OR2C1 OSBPL3 PDE4D PFKFB3 PFKL PIK3CG PILRA PILRB PLCB3 PLPP5 PM20D1 PMP22 PRKAR1B PRKAR2B PRMT1 PRR15 PTGES PTGFR PTPN6 RAB27A RAD54L RAP1GAP2 RBFOX1 RCL1 RDH12 REL RHOQ RIN1 RNF165 RNF19B RPS27 RPS6KA4 RUVBL2 S100A8 SAA1 SAA2 SAXO1 SCHIP1 SEMA4C SEMA7A SERPINB9 SGCE SH3BP4 SLAMF9 SLC1A2 SLC20A1 SLC26A4 SLC4A7 SLC6A12 SLC7A2 SMIM3 SMIM6 SNORC SOCS1 SOD2 SP3 SPIN4 SRGN SRSF11 SSTR5 STX11 SUCO SUSD2 TCEA1 TGM1 TMA16 TMBIM4 TMEM45A TMEM70 TNF TNFAIP6 TOP1MT TRIM7 UBE2R2 UNC13C USP53 VEGFA ZNF175 ZNF264 ZNF296 ZNF771 ZNF804A GSE2585_CTEC_VS_MTEC_THYMUS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2585_CTEC_VS_MTEC_THYMUS_UP ABHD17B ACKR3 ADGRA2 AGTRAP AK4 ALKBH4 ANAPC15 ANTXR1 AOAH AQP9 ARID5A ARPP19 ARRDC2 ATP5IF1 ATP5PB ATP7A AURKAIP1 AVPI1 BAD BAMBI BHLHE40 BLTP3A BRI3 C3orf70 C3orf85 C4orf48 CAMKK1 CCDC24 CCDC32 CCDC68 CCRL2 CD14 CFH CFP CH25H CNN3 COL14A1 COL4A1 COL4A5 COMT COPE COX14 CRABP1 CXCL2 CYB5R3 CYFIP1 CYP26B1 DACH1 DBNDD2 DCAKD DCBLD2 DCTN3 DDC DDIT4 DDX41 DHDH DHRS3 DKK2 DNAAF10 DNAH2 DNAH6 DNAJC13 DPCD DYNLT1 EBI3 ENC1 EPAS1 ERGIC1 ESS2 ETHE1 FAM162A FAM216A FCGR1A FEZ2 FLYWCH1 FOLR1 FOLR2 FPR1 FRG1 FRK FSTL1 GABARAPL2 GALNT2 GJA1 GON4L GP1BA GPAT3 GPX1 GTF2H5 HIC1 HK2 HOOK2 HP HRG HS6ST2 HSD17B10 IFNAR2 IL3RA ITGA6 KMT2C LENG9 LETM1 LHCGR LMCD1 LOXL3 LRFN3 LXN MAF MAP2K1 MAP3K3 MCFD2 MED18 MEF2D METRNL MICOS10 MMP9 MTDH MTLN MYL6 NCBP2AS2 NDUFA2 NDUFA3 NDUFA6 NDUFS6 NENF NPM3 NPPC NRIP1 NSMCE2 NUAK1 NUP214 NUPR1 OSM PDCD2L PGRMC2 PI4K2B PILRB PLOD1 POGLUT3 PPIH PRKAB1 PRKCA PRRT3 PRTN3 PTPRG PTS RAB20 RAB24 RGP1 RGS16 RHOC RIPOR3 RPL22 RPL22L1 RPL26 RPL31 RPS9 RPTOR RTN4RL1 S100A8 SAA1 SCARF1 SDF4 SELENOK SEPTIN4 SERINC1 SERPINE1 SGCG SLC15A3 SLC18A3 SLC24A3 SLC25A18 SLC30A9 SLPI SMAD3 SNAPC5 SNX1 SRRM2 SYF2 SYPL1 TAOK3 TIMM13 TIMM8B TMA7 TMEM223 TNFSF14 TRIP10 TSPAN18 UBTD1 UQCC2 UQCC5 URI1 VEGFA VPS39 YAP1 ZBTB8OS ZFP36L1 ZMIZ1 ZNF292 ZNF707 GSE2585_CTEC_VS_THYMIC_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2585_CTEC_VS_THYMIC_DC_DN ABCC3 ABHD10 ACOD1 ADAM19 ALDOA AMER3 ANXA6 AP1S1 APOC2 APRT ARRDC4 B4GALNT1 BAG1 BDNF BLNK BMP2 C11orf54 C19orf12 C8orf76 CAD CAMK2N1 CBLN3 CCDC33 CCT7 CCT8 CD52 CD79B CFH CGNL1 CIAO2B CKS1B CNBP COL14A1 COL24A1 COPS8 CP CPLANE1 CRPPA CRYBG1 CTU1 CX3CR1 CXCL10 CXCL13 CYRIB DAD1 DCLK3 DOHH E2F1 EGR1 ELL ENPP4 EPHA4 EPHX1 EPN2 ETHE1 FAM167B FAM3A FAM78B FHL1 FLYWCH2 FMNL3 GAL3ST4 GALNT3 GBP7 GFI1 GNAZ GPT2 HAP1 HIBADH HMGCS2 HPX HS6ST1 IDH1 IGFBP7 IL22 IQGAP3 IRAK2 IRGM ITM2C KCNH1 KCNT2 KLHL6 KRT85 KRTAP3-1 KRTAP8-1 LRP2 LSM11 LY96 LYPD6 MAD2L1 MAFF MANF MAPKAPK2 MARCHF11 MBOAT7 MCM3 MDM4 MEX3B MFNG MIF MLLT6 MMP2 MUC1 NDUFA3 NDUFS6 NFASC NFKB1 NFKBIB NFKBID NID1 NINJ2 NIPSNAP1 NKX3-1 NOD1 NPTX1 NRIP1 NUDT5 OLR1 OSM P2RY14 PAH PAMR1 PCDH7 PEX19 PFKL PI16 PIGZ PKD1L2 PLAT PLD4 PLOD3 PMEPA1 PML POLE3 PPBP PRKCG PRSS21 PTGES PTPN6 RABEPK RAC2 RARB RASGRP1 RBM10 RGS4 RIN1 RND1 RNF157 ROM1 RPL18A RPS5 SAMSN1 SAP30 SAPCD1 SCARA3 SCN1A SEC14L1 SEMA4C SERPINB8 SERPINF2 SGCE SHISA2 SLAMF9 SLC16A10 SLC24A3 SLC25A20 SLC25A37 SLC30A9 SLC38A4 SMAD3 SMS SOCS2 SPG21 SPINK5 SSTR5 STOML1 TAPBP TBXAS1 TDRD1 TES TGM4 TINAGL1 TK1 TLR1 TMEM121 TMEM125 TMEM176A TMEM70 TMPRSS4 TMTC4 TRAF3IP1 TREML4 TRIM8 USP4 VEGFA VKORC1 WBP2 ZFAND3 ZNF250 ZNF804A GSE2585_CTEC_VS_THYMIC_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2585_CTEC_VS_THYMIC_DC_UP ABCC6 ABCF2 ABHD16B ACOT2 ADAM33 ADCY8 ADRA1A AGBL4 ALDH1L1 ALDOB ANGPTL2 ANKH ANXA2 AP2A1 ARFGEF2 ARHGAP25 ARL4C ARPIN ATP6AP1 B3GNT5 BLTP2 C3orf62 C6orf62 CADM1 CADPS CAMLG CAPN15 CAPN2 CASR CBR3 CCDC54 CCDC71L CCDC77 CCNYL1 CD164L2 CD74 CD93 CDK20 CHAD CLOCK CLUH CMAS CNR2 COBL COL18A1 COL27A1 COL4A4 COL6A3 COX10 CPA2 CPED1 CSE1L DAB2 DIRAS2 DKK2 EMP3 ERGIC1 ESYT1 EXTL2 EYA4 FAM209A FAM3D FANCD2OS FBXO30 FBXO33 FDPS GALC GCFC2 GMCL1 GOLT1B GRAMD2B GSDME HGS HSFY2 HTR2C IDO2 IL1RL1 IRX5 ITGA7 IZUMO2 KCNK10 KHDRBS3 KLF6 KRAS KRT17 KRT26 LIPA LPIN2 LRIG1 LRRC72 MAGEA11 METTL24 MFGE8 MGAT1 MGAT4EP MICAL1 MMP19 MRTFB MSR1 MSS51 MVP MYO3B NAB1 NALCN NCCRP1 NELL2 NHERF4 NHSL2 NOBOX NPHP1 NSDHL NSUN5 NUP205 NUP50 PARD3B PAX9 PI15 PKP2 PKP4 PLTP PLXDC1 POLK POSTN PRKAR2A PROX2 PRR5L PUS1 PWWP3B RAB14 RAB7A RBM15B RGL1 RGS13 RHO RHOB RIC1 RMND5B RTKN SAMD8 SCAMP5 SELENOP SERPINA12 SFMBT1 SIX5 SLC15A4 SLC36A1 SLC37A2 SLC7A11 SLC9A1 SNAP29 SORCS3-AS1 SPATA48 SPATA6 SPNS1 SPP2 SPRY3 SRXN1 SSPOP ST14 STAM2 STT3B SUDS3 SULF1 SULT1A1 SUPT3H SUV39H2 SYNJ1 TACC1 TANC2 TENM4 TESK2 TIAM1 TMEM130 TMEM41B TNS3 TPTE TRAPPC8 TRIM37 TRIM7 TRPS1 TRPV2 TTC22 TTLL7 UBLCP1 UBR3 VGLL1 VIPAS39 VPS36 VPS37B WASF1 WASHC5 WFDC2 WIPF1 ZBTB3 ZC3H12C ZNF14 ZNF143 ZNF264 ZNF655 ZSCAN2 GSE2585_CTEC_VS_THYMIC_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2585_CTEC_VS_THYMIC_MACROPHAGE_DN ABCA8 ABCB4 ACOT12 ACSS1 AHRR AK3 AKAP1 ALG3 ANKRD31 ANXA1 ANXA11 AP3S2 APC ARHGEF10L ARL2BP ARPC5 ATP1B1 ATP5F1A ATP6V0D1 BAX BHLHE41 BIRC6 BRCA2 CASKIN1 CAV1 CC2D2A CCDC51 CCSAP CDC25B CENPF CEP152 CHAF1B CITED2 CKB CLEC4A COA5 COG1 CPNE2 CSNK2A1 CTBP1 CTDNEP1 CUL1 DAAM1 DDB1 DHX32 DNA2 DNM1 DOCK10 DPYS DYRK3 EIF2B2 EIF4G1 ELAVL1 ELF3 F2RL3 FAM76A FGFR1 FNIP1 FURIN GATAD1 GCFC2 GCNT1 GIT1 GLRA3 GNAI2 GSE1 GSPT2 GTF2H3 HAS1 HS1BP3 ILK INCENP ITGAL KCTD9 KIF6 KLF11 KLHL42 KMT2D KNTC1 LNPEP LONRF3 LRFN2 LRFN4 LUZP1 MDM2 MFSD12 MPDU1 MPHOSPH9 MRGBP MS4A6A MYO10 NAA40 NCF4 NCOR1 NDUFA9 NDUFC1 NF2 NHLRC2 NMNAT1 NMT2 NOTCH2 NRAS NXNL2 ODF1 OLFM1 OR11H4 P2RX5 PAIP1 PAM PARP3 PCBP2 PFKP PI4KA PITPNB PKDREJ PLEC PLEKHB2 POLK PPM1H PRKAR1A PTCD2 PTGES2 PTTG1IP RAB1A RABGEF1 RARA RAVER1 RBM15 RBM47 RDH12 RERG RNF10 RNF40 RPS6KA2 RTN4RL2 SCARNA13 SCGB1A1 SEPTIN11 SERPINB12 SETD1B SFT2D1 SH3BGRL3 SIN3B SLC12A2 SLC18B1 SLC29A3 SLC6A20 SMC1A SMC2 SMG7 SPAM1 SPRTN SRC SRPK3 SRPRA SRSF11 SRXN1 STAC2 STEAP1 STRAP TACC1 TACC2 TBC1D10B TBC1D5 TBL1XR1 TERT TFCP2L1 TGIF1 TM9SF4 TMBIM4 TMEM178A TNKS TNS3 TRIM35 TSPAN7 TTC28 TTC3 TUBA4A TXNDC11 UBE2M UGGT1 UNG UPK1A UQCRFS1 USF2 USP34 VWA5A WDFY3 WDR35 WDR41 ZC3HAV1 ZNF264 ZNF418 ZNF449 ZNF687 ZNRF3 ZRANB3 ZSCAN25 ZSWIM8 GSE2585_CTEC_VS_THYMIC_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2585_CTEC_VS_THYMIC_MACROPHAGE_UP ABHD17B ADAM9 ADGB AGTRAP AIF1 ALDH1L2 AMACR AMMECR1L ANKRD12 ANKRD37 ANKRD50 AVPI1 AZIN2 BST1 C19orf81 C1QB C3 C3orf70 CA4 CACNA1H CCDC88B CCN3 CCND2 CCSER1 CD177 CD72 CDC16 CDH26 CDK13 CFH CFLAR CFP CHCHD7 CHST7 CKS2 COL14A1 COL1A1 COL4A1 COX19 COX8A CPD CRABP1 CST7 CXCL6 CYB5R3 DCN DECR2 DOK5 DTX2 DYNLT1 EAF2 ECE1 ECPAS EGLN3 EIF4E3 ENO1 ERGIC1 ESS2 ETV1 F13A1 FCGR2B FKBP14 FKBP7 FLNC FSHB FSTL1 FYB1 GALNT2 GBP6 GCNT2 GNAZ GREM2 GTPBP3 GUCY2C H1-10 H2AJ HDAC9 HEATR6 HK2 HNF4G HOOK2 HOXB4 HRG HS6ST2 IFNLR1 IFT27 IGFBP7 IGLC7 IL12A IL4R IRS2 ISG15 ITGA7 KIAA1549 LPCAT2 LRMDA LYNX1 MAGED1 MEDAG MEX3B MFSD2B MKI67 MMP10 MRPS24 MTDH MTLN MYL6 MYOM3 NCAM1 NDUFA2 NDUFA6 NIPSNAP1 NRIP1 NTAN1 ORM2 PBXIP1 PI4K2B PICALM PIGZ PIK3CG PLAT PM20D1 POLRMT PPIH PPM1J PPP1R15A PRSS23 PSMD10 PTPN2 PYCR2 RB1 REEP1 RETN RHOQ RIPOR3 RNF114 RNF125 ROBO1 ROM1 RPE RPL22 RPL22L1 RPS25 RTN4RL1 RTRAF RUNDC3B SAA2 SAPCD1 SCARF1 SCN1A SCN7A SCRN3 SDF4 SESN3 SLC15A3 SLC1A2 SLC24A3 SLC25A18 SLC30A9 SLC35F1 SLC39A4 SLPI SMOX SNAPC5 SPTA1 SRGAP1 ST3GAL1 STAB1 STAT1 SUMF1 TBC1D12 TEX19 THADA THAP4 TIMM8B TMEM119 TMEM125 TMEM223 TMEM239 TMEM33 TMEM45A TMEM60 TNFSF13B TNFSF14 TNNC1 TTC13 ULBP1 UNC5C VAMP7 VGLL3 VPS36 XAF1 XKR8 ZBTB8OS ZCRB1 ZFPL1 ZMYND15 ZNF322 ZNF654 ZNF808 GSE2585_THYMIC_DC_VS_MTEC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2585_THYMIC_DC_VS_MTEC_DN ACSBG2 ACTR8 AGTPBP1 ALB AOX1 APPL2 AQP9 ASPA ATP6V1B2 AUP1 BARX2 BCL9 BLTP1 BMS1P20 BNC2 BTF3 CAPN10 CCDC170 CCL13 CCR5 CCR7 CD247 CD48 CDC37L1 CDK18 CHRM5 CLCN2 CLEC2D CLEC4E CLIC4 CNGB1 CPSF7 CSH2 CXCL10 CXCL13 CYP2C8 CYP7A1 DCAF1 DDIT3 DDR1 DDX6 DEDD DIAPH3 DNASE1L1 DOK5 DPYS DSTYK EFCAB2 EIF4G3 ELL ELSPBP1 EPS8L3 EXO5 FAM171A1 FBN1 FZD3 GFM1 GK2 GP6 GPR183 GSTK1 GTF2H3 GYPA H3C3 HECTD3 HGS HNRNPA1 HNRNPU IFI27 IFI44L IFI6 IFIT3 IFITM1 IFITM3 IFNGR1 IGF2R IL36RN IQSEC1 IRAK3 ISG15 ISG20 KCNJ3 KDM4D KIF3B KIR2DL1 KRT14 LAP3 LARP1 LARP4B LRRC61 MAFB MAP3K7 MED18 MED24 MEP1A MFN2 MLLT11 MNDA MOG MRPL44 MRTFA NACA NBEA NCAPG2 NCSTN NDUFA9 NECTIN3 NOL6 OAS2 OLFML2A OSGEPL1 OTUD3 OTULINL PDGFD PIP4K2C PIP5K1B PITRM1 PLAC8 PLSCR1 PODXL POLR1F POLR2A PPFIBP2 PPP1R3A PRKAA1 PRKAB1 PRR13 PRR14L PSG3 PSMA6 PSMD4 PTGDR RANBP17 RASL11B REL RETREG3 RHOH RNF17 RNF19B RNF24 RNMT RNPS1 RPL11 RPL22 RPS6KB1 RSAD2 RYK S100A11 SEMA3D SENP7 SF3A2 SFI1 SIN3B SIRT5 SKIC2 SLC7A2 SLC8A1 SMARCA1 SMARCA5 SNAPC3 SNX16 SOCS6 SPART SRF ST7L STIMATE STK4 STOML1 STRN3 STX17 SYCP2 SZT2 TBC1D8 TCF4 THBS1 THBS2 THTPA TMBIM6 TNFRSF21 TNFSF10 TNN TRGV5 TRPM1 TSPAN12 TTPA UBE2NL UBIAD1 UBQLN3 UROD UTP11 UTP6 VPS33B WBP11 WHRN YAP1 ZNF157 ZNF195 ZNF253 ZNF335 ZNF778 GSE2585_THYMIC_DC_VS_MTEC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2585_THYMIC_DC_VS_MTEC_UP AARS1 ABCC9 ACTR2 ADAM19 ADAMTS3 ADAMTS5 ADD1 AKR1C2 ARID3B ASAP1 ATP6V1C1 BCKDK BMPR1A BRCA2 C14orf93 CD163 CD300A CD53 CD68 CDK18 CDKN1A CEP152 CFAP298 CHRNA5 COCH COG5 COL19A1 COMT CORO2A CPA2 CPA3 CRYZL1 CYB5R4 CYREN DCAF1 DDX4 DNMT3B DOK5 DPPA4 DSTNP2 DUS4L DUSP1 EP400 ETV1 FAM149B1 FAM193B FEZF2 FGF7 FLG FMO2 FXN GLO1 GLUL GMIP GPR107 GPR50 GTF3C4 H2BC11 H4C8 HAGH HAPLN1 HILPDA HMGB3P30 HOOK2 HSPA9 HYAL3 IL13 IL9R ING1 INSM1 JUN KCNJ15 KDM2A KDM4D KIR2DL4 LETMD1 LPCAT3 LRFN3 LRP1B LRRC20 LRRTM2 MACF1 MATN1 MCM2 MEA1 MED28 MED7 MGAM MIA2 MLH3 MSI1 MTX2 MXI1 MYOM2 NAT8 NBR2 NCL NDFIP1 NDUFV2 NFE2L1 NKX2-1 NKX3-2 NPIPA1 NT5E OR2W1 OSBPL2 OSGIN2 OTULINL PALM PCCB PERP PEX26 PHAF1 PHC2 PIEZO1 PIGC PKIG PLCG2 PLEKHO1 PLP2 PPP1R9A PRELID3A PREPL PRKD3 PRRG3 PRSS16 PSMD11 PSMD8 PSTPIP1 PTPN1 PTPRD PTPRN2 RAB11FIP2 RAMP1 RASA2 RBM4 RBP4 RIBC2 RNF24 RPA4 RPL21 RPL31 RPL35 RPP30 RPS14 RPS17P5 RPS2 RPS3A RPS8 RRAGD RUNX1T1 S100A2 S1PR1 SART3 SEMA4D SEPTIN10 SINHCAF SLC16A8 SLC30A6 SLC38A2 SLC52A1 SNCA SNU13 SNX16 SOD2 SOS2 SOX14 SPO11 SPOCK1 SRY ST13 ST8SIA1 SYNE3 SYNGR1 TCEAL2 TDP1 TENM1 TFCP2 TFDP2 TMEM120B TMEM156 TMEM186 TMSB10 TNFRSF21 TOM1L1 TP53BP2 TPM1 TRADD TUBA3C VEGFA VSIG10 WNK1 WNT16 ZBBX ZDHHC4 ZNF133 ZNF195 ZNF254 ZNF667 GSE2585_THYMIC_DC_VS_THYMIC_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2585_THYMIC_DC_VS_THYMIC_MACROPHAGE_DN AATF ABCA7 ACAA1 ACAA2 ACTR2 ACTR3B ADAMTS3 ADGRE1 AKR1A1 APOBR ARRB1 ASH2L ATP5MF BBS9 BCL2L1 BCL2L11 BIN3 BSCL2 CAB39L CALM3 CAV1 CBARP CBX5 CCDC28B CCR4 CD27 CD52 CD83 CDC25B CDK18 CENPM CENPN CNNM3 CORO2A COTL1 CPPED1 CRELD1 CRIP1 CUL9 DARS1 DHODH DKK3 DNMT3B DOCK9 EPHX2 EVL FAM193B FAM50B FARS2 FBLN5 FLT3LG FOXA1 FOXM1 FPGS GATA4 GDF10 GLB1 GMIP GNAT3 GORASP1 GPX4 GRK6 GRTP1 GSDMD GSTA4 GUK1 H2AC14 H3C8 HCFC1 HCLS1 HES1 HIGD2A HIPK2 HOMER2 HOOK1 HSD11B2 HSD17B3 HSF1 ID3 ID4 IFIT1 IFT20 IGBP1 IGFLR1 IGLV4-60 IK IL16 IL4R IL9R IMPA2 KIAA0087 KIF22 LAMTOR2 LHPP LHX6 LINC00474 LRFN3 LRP12 LST1 LY86 LYRM9 MACF1 MAD1L1 MAP7 MBTD1 MCM4 MCRS1 MIIP MOG MT1M MTCP1 MTMR14 MTRF1L MYL6 MYLK3 MYO9B MYOM2 NFIC NME4 NPIPA1 NR0B1 NT5E NUP62CL OR2J2 OR2W1 PDCD1LG2 PDLIM2 PFDN5 PGAP3 PKIG PMS2P2 POLM POLR2G POLR2L PPCDC PPIH PRPH2 PTPN9 RBM15B RBP4 RING1 RLN2 RNASEH2A RND3 RPL12 RPL18 RPL35 RPL41 RPS17 RPS27L RPS3A RRAD S100A4 SAE1 SCUBE3 SDHA SELPLG SENP7 SERPINA5 SLC38A6 SLC6A16 SMG6 SMIM14 SNCA SOX14 SPINT2 SPO11 SPTAN1 SRD5A1 SRGN SSTR1 SSUH2 STAT4 STAT5B TAF12 TBCD TCF20 TESK1 TEX41 THEMIS2 TMEM187 TNC TNK2 TNPO2 TRAF2 TTLL1 TUBA1C UGT2B4 VAX2 VIM VPS13D WASL ZNF154 ZNF195 ZNF394 ZNF423 ZNF536 ZSCAN18 GSE2585_THYMIC_DC_VS_THYMIC_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2585_THYMIC_DC_VS_THYMIC_MACROPHAGE_UP ACSBG1 ACTN4 ADAMTS9 ADGRL2 AFDN-DT AGTR1 AKR1A1 ANGPT4 ANGPTL7 AP1B1 APOBEC3F ARFIP2 ARHGEF9 ATF5 ATP5MC2 ATP6V0A1 AURKAIP1 BCAP31 BHLHE40 BIN1 BMAL2 C14orf132 CCNYL7 CD52 CDK14 CDR1 CDX1 CEL CHM CKAP5 CLDN18 COL2A1 CORO7 COX4I1 CPB2 CRLF2 CTAGE11P CYBRD1 CYP11B1 CYP7B1 DAZL DDX49 DIABLO DIAPH2 DMD EBLN2 ECHDC3 ECM2 EIF5A2 ENSG00000237250 EPCAM F5 FABP6 FAM168B FAM174B FANCC FBXL15 FKBPL FMO1 FOXN3 GALNT12 GP5 GPX7 GRHPR GUSBP14 H2AC14 H2BC6 H3C11 H3C6 HHLA3 HOXB8 HTR1F ID3 IFNA2 IFNAR1 IKZF2 IRS1 ITFG1 JCAD KCNE5 KIR2DS2 KLF3-AS1 KLRD1 KRT76 KRTAP2-4 KRTAP9-9 LDB2 LILRP2 LRP4 LRRC31 LZTR1 MAN2C1 MAP2 MED25 MFAP2 MFAP5 MIA3 MT1M MTMR14 MYBL2 MYH8 NEK11 NFATC1 NHERF1 NMB NMBR NMUR1 NPR2 NR0B1 NRL NUDT11 NUDT21 NUTF2 OBSL1 OMG ORM1 PEX11A PEX6 PIK3CG PLA2G15 PMS2P5 POLA2 POM121L2 PTCH1 PTGFR PTPN3 PTPRB PTTG1 PYCR3 QDPR R3HCC1 RAB35 RABAC1 RAP2B RC3H2 REG3A RELA RGS17 RIC3 RMND5B RNF19B RNF2 RNF32 RPL3 RRP7A RSAD1 S100A8 SARS2 SCAND1 SERPINB3 SGSM3 SH2B2 SH3BP2 SLC1A2 SLC22A1 SLC22A4 SLC23A2 SLC25A20 SLC34A1 SLC34A2 SLC5A4 SLC6A15 SLCO3A1 SLITRK5 SPAM1 SPINT3 SREBF1 SULT1C2 SUPT3H SYT13 TEAD1 TMEM127 TMPRSS6 TMUB2 TOR1AIP1 TP53TG1 TPD52L2 TRAF3IP1 TRAV12-2 TRIB1 TTC12 TTC30A TUBB4B TUBGCP5 UBIAD1 UBL3 VIPR1 VPS35L WDR33 XCL1 ZKSCAN8 ZNF217 ZNF35 ZNF652 ZWILCH GSE2585_THYMIC_MACROPHAGE_VS_MTEC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2585_THYMIC_MACROPHAGE_VS_MTEC_DN AARS1 ADAMTS5 AKAP6 APOC3 ARFIP2 ARID5B ATP2B4 ATP6V1B2 AURKC BCL9 BNC2 BNIP3 C18orf25 CACNA2D3 CASP9 CCDC170 CCL4 CCR7 CD300A CDC123 CDKL1 CDKN1A CDO1 CEP152 CFAP298 CIB1 CLEC2D CMKLR2 COA1 COG5 CORO1C CPB1 CTAGE11P CXCL13 CYREN CYTIP DARS2 DCAF1 DCAF4 DDIT4 DEDD DIRAS2 DMXL2 DNASE1L1 DOK5 EFHC1 ENTPD1 EPS8L2 EPS8L3 ESRP1 EVPL FAM184A FETUB FLOT1 FLVCR2 FMO6P FRAS1 GABRA2 GALNT10 GALNT3 GARS1 GLO1 GPR50 GRPEL1 GSTA1 GTF3C4 GZMH H2AZ1 H3C6 HECTD3 HK1 HOOK2 HYAL4 IFNG IL12RB2 IL18RAP INHBE INSIG2 INSL4 INTS9 IQSEC1 ISG20 JUN KCNJ15 KCNS3 KDM4D KIR2DS3 KLHL28 KYAT3 LEP LGALSL LIF LINC00574 LPL LRP5L LRRC17 LRRC20 LTA4H LUZP4 MACO1 MEA1 MECP2 MIR22HG MLH3 MPO MSR1 MST1R MTMR7 MYCL NAB1 NBEA NEB NFIL3 NSUN7 OSGEPL1 OTULINL PCCB PDE4B PDE5A PDZRN4 PEX13 PEX19 PEX3 PFDN2 PGLYRP4 PIAS3 PIGA PIM1 PLAGL2 PLCG2 PMEPA1 PMP22 PPBP PPFIA1 PPFIA4 PPP1R3A PREPL PRIM2 PRKAA1 PRKCB PRR13 PSMA1 PSMB7 PSTPIP1 PTH2R PXN RAB20 RABL6 RADX RELA RET RFX7 RIBC2 RNF24 RNF8 RNMT RUBCNL S100A10 SCD5 SEMA4D SEMA6D SERPINB1 SETBP1 SI SIGLEC15 SLAMF1 SLC2A3 SLC43A3 SLC7A11 SLFN12 SMIM2 SNU13 SNX16 SPACA1 ST3GAL2 ST8SIA5 STATH TAS2R14 TBL1XR1 TBX21 TCF4 TCOF1 TDRD12 TEC TFRC TLCD3A TOM1L1 TSBP1 TSPAN6 TUBGCP4 UBQLN3 UFSP2 VEGFA VEGFD XRCC5 ZBED2 ZFX ZNF253 GSE2585_THYMIC_MACROPHAGE_VS_MTEC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2585_THYMIC_MACROPHAGE_VS_MTEC_UP ABCA7 ABHD14A ACAA2 ADGRE1 AGFG2 AGRP AKR1A1 ANXA2P3 APLP2 AQP2 ARRB1 ATF5 ATP5MF ATP6V0A1 AURKAIP1 B4GALT7 BHLHE40 BIN1 CAB39L CAPG CAV1 CBX6 CCDC85B CCNI CD3D CD52 CD59 CD6 CDC25B CDCA8 CDK14 CDKN2A CENPN CHRNA6 CIDEB CLSTN1 CLTA COL1A2 COMMD4 CORO7 COTL1 CPT1A CRIP1 CST3 CTBP1 CTPS2 CTSS DEF6 DHRS3 DHX35 DKK3 DNPH1 DSN1 DUSP10 ECI2 EGFL6 ELOB EPHX2 EVL FAM135A FAM171A1 FGF8 FLT3LG FOXM1 GMPR GPC3 GPR6 GPX4 GRHPR GSTM5 GSTO1 GUK1 H1-3 H2AC13 H2AC14 H2BC3 HCLS1 HEXA-AS1 HIGD2A HOXB8 HS6ST1 ID3 IGBP1 IGFLR1 IL16 IL4R IL7 IMPA2 IQCE IRF9 KIF22 KMT5A LARP4B LCK LCOR LHX6 LMCD1 LMOD1 LRRC32 LST1 LY6G5C MACROD1 MAD1L1 MAP2K6 MAPK1 MAPK14 MCRS1 MEOX2 MICU1 MIER2 MKRN7P MMP20 MRPS34 MT1M MTMR14 MYBL2 MYL6 MYO9B NDUFS6 NFATC3 NFIC NMUR1 NOC4L NOD2 NPFF NR0B1 NUDT1 NUP210 PBXIP1 PCDH11Y PEX10 PFDN5 PGAP3 PMM2 PNN POLR2L POU4F1 PPCDC PPP4R3B PRMT7 PRRC2B PSME1 PTBP1 PTGIR PTPN9 R3HCC1 RCAN3 REG3A RMND5B RNF32 RPL10 RPL12 RRAD S100A4 SARS2 SART1 SCML2 SDS SELENBP1 SKAP1 SLC22A4 SLC25A20 SLC2A4RG SMIM14 SPAM1 SPANXC SPATA1 SPINT2 SPOCK2 SPTAN1 SPTBN1 SSUH2 ST20 STAT4 STEAP4 TCF20 TEDC2 TESPA1 THEMIS2 TNC TNK2 TPD52L2 TRBC1 TTLL1 TXN2 USP2 VIM VPS13D WRNIP1 XCL1 XK YWHAH ZKSCAN5 ZKSCAN8 ZNHIT1 ZNHIT2 ZSCAN18 GSE25890_CTRL_VS_IL33_IL7_TREATED_NUOCYTES_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25890_CTRL_VS_IL33_IL7_TREATED_NUOCYTES_DN AAR2 ABRACL ACBD3 ACO2 ACSL5 ACTR8 AGFG1 AGPAT2 AHNAK AK2 AKNA AMN ANKH ANKRD52 ANXA3 ARFGEF1 ARHGAP25 ARPC1A ATF7IP BAHD1 BCL2L13 BCL7B BLVRB BMAL1 BTBD9 C6orf62 CA2 CACUL1 CASP6 CCNL2 CCP110 CD300A CDC5L CDR2 CENPJ CLEC4A CLEC6A CNOT2 COG3 COMMD8 COX18 CPEB4 CSRP1 CWC25 DAXX DCAF10 DDI2 DDX19B DDX46 DNAJB11 DNAJC12 DPH3 E2F5 EGFL6 EPC1 ERCC6 ESR1 ESYT2 ETAA1 FAM177A1 FEN1 FPGT FUS GCLM GEMIN6 GID8 GINS4 GPATCH4 GPATCH8 GPR107 GPR137B GTF3C6 GXYLT1 HERPUD2 HIPK1 HLA-DMB HLA-DOA HNRNPDL HNRNPH2 HNRNPUL2 HSPA1B IGF2R IL1RAP JARID2 KIDINS220 KIF18A KREMEN1 LAMP1 LAS1L LAX1 LEO1 LETM1 LIN9 LIPT2 LRRC8C MARVELD2 MBP MESD MRPL1 MRPL46 MRPS18B MTAP MTFR1 MYB NAP1L4 NBN NDUFAF4 NDUFS4 NOB1 NUAK2 NUP133 ORC4 ORMDL2 OSBPL8 P2RY10 PAG1 PAIP1 PCM1 PDIK1L PER1 PHF1 PHF20 PHKG2 PLK3 PNN PPFIA1 PPP2R1B PRNP PSIP1 PSMC5 QTRT2 RAB5C RAMP3 RASA2 RBM18 RBM4B RBM7 RIMOC1 RINT1 RMND5B RNF167 RNGTT ROCK2 RORA RPS25 RPS27L RPS6KA3 RRP9 SAP30 SATB1 SEPSECS SIRT1 SKIC8 SLC25A3 SSR3 STAM2 STAR STK38 STRADB STX12 SUCLG1 SYAP1 TACC3 TAF4B TATDN2 TFAM TGFB1 THUMPD3 TMEM183A TMEM248 TMEM70 TNFAIP1 TNIP2 TRAPPC8 TSEN54 TSFM TTC32 TTLL11 TTLL4 TUBGCP4 TUSC2 TXNDC5 UBAP1 UBE2E1 UBTD2 UFM1 URB1 VPS37A WEE1 WEE2 XIAP YTHDC2 YY1 ZC3H7A ZEB2 ZFP62 ZMAT1 ZNF655 ZRANB1 ZZZ3 GSE25890_CTRL_VS_IL33_IL7_TREATED_NUOCYTES_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE25890_CTRL_VS_IL33_IL7_TREATED_NUOCYTES_UP ABCG4 ABHD1 ABI3 ACTR1A AIP AMELX ANAPC16 ANKMY2 ANKRD46 ARHGAP10 ASB1 ATE1 ATP10A ATP8B2 ATP9B BBS10 BCKDHB BIRC7 BRSK1 C11orf87 C12orf57 C17orf99 C18orf21 C19orf47 C2CD4B CA5B CACNA1C CADM3 CAMK2B CCL24 CCR5 CD180 CDC34 CHPF CHST14 CLNS1A CNIH2 COL25A1 COL4A3 CPLANE1 CXorf38 CYB5R3 CYP2D6 DGKH DMRT3 DOCK2 DOK7 DTX4 DUS3L DUSP19 ECHDC1 EIF2B4 EMP3 ENTPD6 ERCC5 ERLEC1 FA2H FABP7 FAM135B FAM222A FAM3C FASTKD1 FKBPL FRMD4B FRRS1 FUT10 FXN GALNT16 GBP6 GNGT2 GPR179 GPR63 GSR HERC2 HES6 HJURP HMG20A HOOK1 HOXC10 IDS IFIT2 IFNA1 IGBP1 IGSF21 IL17RC IL22RA2 JUND KCNAB3 KCNQ1OT1 KCTD13 KIF21B KIF27 KIF2C KLK5 KRTAP20-2 LARGE1 LDAH LDLRAD3 LRCH3 LRRC73 LYPD3 MAMDC4 MAPKAP1 MARVELD1 MCRIP2 METTL27 MIF MLH3 MPV17L2 MRPL19 MS4A15 MTHFD1 MYCBP2 NAPEPLD NCOA2 NDRG3 NDUFS5 NEUROG3 NFKBIL1 NKX2-3 NME3 NONO NPLOC4 NRP2 OXCT2 OXT PBX1 PCNX3 PDCD1 PDE7A PDP2 PDSS2 PEX11B PI4K2A PIERCE2 PIMREG PKDREJ PLPP6 POU2AF1 PPIE PPP1R18 PRKRA PRSS56 PTGDR RAB11FIP4 RASL10B RBBP5 RBFOX2 RBL1 RGL1 RHBDD3 RIN2 RPAP2 RPS10 RPUSD1 RTEL1 SAMD1 SDHAF1 SESN3 SFXN2 SLC19A2 SLC22A2 SLC24A2 SLC25A38 SNX7 SOCS1 SPNS3 SRBD1 SSBP1 STAT1 SVIL THADA TIGD2 TMEM191C TMEM86A TNNI2 TRIM65 TRRAP TUBA1B TUBB6 TUT1 TWF2 TXNL4B UBAC2 UNC13B UROS USP24 VAMP4 VILL VMA21 WDR38 XRCC3 YJU2 ZBTB45 ZBTB7B ZCWPW2 ZFP57 ZNF169 ZNF32 ZNF768 GSE26023_PHD3_KO_VS_WT_NEUTROPHIL_HYPOXIA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26023_PHD3_KO_VS_WT_NEUTROPHIL_HYPOXIA_DN ABCF2 ABTB2 ACSF2 ACTR1B ADAMTS3 ADAMTS9 ADGRB2 AFM AGRP AKAP8 ALG5 ALOX15B AP1S1 APOC1 ARHGEF7 ARR3 ASCL3 ATG2B ATP2A2 BAZ1A BCL2L1 BTN2A1 BTN3A3 CCDC68 CCT4 CCZ1B CDH2 CDO1 CEACAM7 CENPB CEPT1 CETP CHEK1 CHRNA1 CHRNA3 CHST3 CMAHP COL4A5 COX4I1 CRHR2 CRLF2 CRTAP CSF1 CTSK CTSW CTTN CYB5R3 CYP21A2 DDX54 DENND2A DHRS3 DNAH3 DNAJC6 ECM2 EFR3B ELF2 ELF3 ELK4 ENTREP1 ETF1 EXOSC2 FAM50B FBXW11 FCRL2 FDFT1 FHL5 FSCN3 FZD10 GAD1 GADD45G GDF2 GDI2 GFAP GJC1 GJC2 GLS GNG12 GOLM1 GPR107 GPR171 GPR182 GSK3B H2AC17 HBEGF HECTD3 HNF1B HOXB1 HOXD11 HSPA6 ID2 IKZF3 INA JAKMIP2 JMJD4 JPH3 JUNB KCNC3 KCNMB1 KDM4B KLHL35 KLRC3 LINC01711 LPCAT4 LSS LY6G6D MARS1 MATCAP2 MCM6 MED21 MGAT1 MORC2 MRPL34 MTMR11 NCAM2 NLRP2 NME5 NPVF NPY6R NRG1 NSD3 OGG1 OPA1 OVGP1 PAFAH1B3 PAPOLA PAX9 PHTF2 PIP4K2B PIPOX PLAC1 PLAGL2 PLEKHO1 PNN POLR3F PPP1R10 PREX2 PRMT1 PRRC2C PSMA5 PSMC3IP PSMD14 PVT1 RAD54L2 RANBP17 RER1 RFC3 RFX5 RGS12 RLBP1 RLN2 RNF34 RORA RRAS2 RRM1 RSAD1 SCNN1D SCRN3 SDC2 SEMA6D SIDT2 SKA1 SLC17A4 SLC2A6 SLC35D2 SLC35F6 SNRPD1 SPATA2 SPHK2 SSBP1 STX5 TASOR TBX1 TEK TFIP11 TGFBR3 THSD7A TIMM17B TIPIN TM4SF20 TMEM9B TNFAIP2 TRABD TRAF4 TRIP4 UGT2A3 UMPS URB1 UTS2 VCP VPS13B WDR4 WWC1 YWHAB ZBTB44 ZNF337 ZNF764 GSE26023_PHD3_KO_VS_WT_NEUTROPHIL_HYPOXIA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26023_PHD3_KO_VS_WT_NEUTROPHIL_HYPOXIA_UP ABCB6 ABR ADAMTS13 AGRN AK5 ALDOB AMBRA1 ANKRA2 APPL1 ARHGAP26 ARHGEF10 ASPN ATF7IP ATN1 ATP2B2 ATP2B3 ATP4B ATXN2L AZGP1 BCAN BCAT1 BLVRA BRCC3 C11orf58 C1QB C1orf54 C9 CCN1 CD2BP2 CD86 CDH19 CDK5RAP3 CHERP COPS2 CSF2 CST2 CTIF CTNNA2 CYP17A1 CYP3A5 DCTN6 DCUN1D4 DENND1C DENND2B DIXDC1 DLGAP1 DMPK DNM2 DPY19L1P1 DSTYK DYNC1I2 EIF2D ENPP4 EPHB1 FBL FCHSD2 FDPS FEZF2 FUT3 FYB1 FZD1 FZD5 GABRA5 GAD2 GALK2 GDF3 GFI1B GFOD2 GGNBP2 GIPC2 GOLGA2 GPM6B GPR3 GRIK2 GSC2 GSN HDLBP HEXA HMGCS1 HMGN4 HNRNPA3P1 HOXD13 HTATSF1 IDUA INTS14 ITGB3 KLHL20 KLK11 KLRC4 LAMC2 LILRB2 LIMD2 LIPE LRAT MAP3K13 MAPKAPK5-AS1 MATN1 MBNL1 MCF2L-AS1 MCHR1 MDM4 MED12 MGAT5 MICU1 MLXIP MMP1 MTNR1A MUSK MYBBP1A NCK2 NDUFS2 NECTIN1 NETO2 NEUROG3 NFYB NIPSNAP2 NOX1 OGT OR7E36P OSBPL9 OTUD3 PACC1 PALLD PARP2 PAWR PAX3 PCDH7 PCDHB1 PDE12 PDGFA PEX12 PIGK PLK4 PPIAL4A PPP1R11 PPP1R7 PROX1 PRPSAP1 PRSS16 PTPRN PXN RAB36 RABEP1 REC8 RPL7 SCGB1D1 SCN1A SDHA SEC23IP SEMA5A SH2B3 SH3PXD2A SHANK2 SHOX2 SKP2 SLC18A1 SLC26A1 SNX1 SOS2 SPSB3 SPTLC1 SRPX SRSF6 SSX2IP STARD3 STIMATE STXBP1 TAF1B TAS2R10 TAS2R14 TATDN2 TBC1D4 TDRD1 TEAD3 TIAL1 TLE2 TNFRSF13B TNFRSF4 TOR3A TRA2A TRIM10 TRIM14 TRIM15 TRPM6 TSPAN4 UBASH3A UBQLN4 USP53 VEZT WDR45B WFDC1 WNT4 WSB1 ZNF174 ZNF177 ZNF214 ZNF771 ZNF81 GSE26030_TH1_VS_TH17_DAY15_POST_POLARIZATION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26030_TH1_VS_TH17_DAY15_POST_POLARIZATION_DN ABCA9 ACVRL1 ADAM19 ADAR ADISSP AGRN AHR AK8 AKR1A1 ALOX5AP ANKLE2 ANXA1 ANXA3 ANXA5 ANXA9 AP2A2 APP APRT ARFIP1 ARHGAP15 ARHGEF37 ATP2B1 ATRNL1 B3GLCT B3GNT8 BATF3 BSCL2 CARD19 CCDC102A CCR2 CD40 CD52 CD84 CD93 CEBPA CEBPD CIBAR1 CITED2 CLCA4 CLEC4A CMTM7 COX6B2 COX8A CRIP1 CSTB CTDSPL DHX40 DNA2 DPYSL2 DYRK2 DYRK3 EIF2AK3 EIF3E EMB EPSTI1 ESR1 EVA1B EVI2B F13A1 FAM111A FAM89B FGL2 FOXRED2 GAB1 GBP4 GLIPR1 GPI GPR183 GSN H2AJ HACD4 HADH HLA-DMA HOPX HPS3 HPSE HVCN1 IAH1 ICAM1 IDH2 IFI35 IFIH1 IFITM3 IFT74 INPP5K IQSEC2 IRF2BP2 KDM2B KDM7A KHK LAMTOR4 LDHB LGALS1 LGALS3 LGALS9B LXN LY86 MAN2A2 MARCHF5 MCUB MIGA2 MKI67 MLKL MPC1 MPP1 MRPL28 MRPL58 MSR1 MX2 MZT2B NAA10 NCF1 NDRG1 NDUFA1 NDUFS8 NFIA NFIC NIBAN2 NLRP3 NOP53 OGFR OSBPL11 P2RY6 PABPC1 PABPC1L PADI4 PAPSS1 PGD PIP4P1 PLAC8 PLCL2 PLEC PLXND1 POLR1D PPFIA4 PPIB PPP1R21 PRDX5 PSME4 PSTPIP1 QPCT RAB31 RABGAP1L RACGAP1 RANBP10 RASSF4 RBKS RCSD1 RGS10 RNASE4 RNF217 RPL24 RPL28 RPL36A RPL7A RPS9 RPSA RSAD2 RTN4 RTP4 S100A6 SDHD SEC61B SERP1 SERPINB8 SLC25A6 SLC30A1 SLC31A2 SLC39A1 SLC7A8 SLFN12L SLPI SMIM5 SMN1 SMOX SOCS6 SRSF9 SSBP2 STARD8 STING1 STOM SUB1 SULF2 TAGLN2 TBC1D2 TBXAS1 TDRD7 TGFBI TIAM1 TIMELESS TMEM71 TNFRSF21 TUSC1 UNC93B1 VCL VDAC2 VIM VPS26A ZBED3 ZCCHC24 GSE26030_TH1_VS_TH17_DAY15_POST_POLARIZATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26030_TH1_VS_TH17_DAY15_POST_POLARIZATION_UP ABHD4 ACSS1 ACTR10 ADAM19 ADGRE1 AFF3 AFTPH AGPAT4 ALCAM ALS2CL AMIGO2 ANKH APBA1 APOH APOLD1 ASRGL1 ATF3 ATOSA ATOSB ATP6V0E2 BBS4 BCL2A1 BTNL9 CARD6 CARHSP1 CD47 CDK3 CDKN1B CEP68 CEP97 CGAS CHMP4B CIB4 CLIP3 CMAS CNPY4 COL27A1 COPS3 CRYBG3 CSF2RA CSNK1G3 CTDSP2 CTNNA1 CTSH DAXX DIPK1A DNAJC28 DNASE1L1 DUOXA2 EPGN FAM3C FAM8A1 FCRLA FDFT1 FOXQ1 FRG1 FRY FRYL GJC1 GNB4 GOSR1 GPC6 GPR155 GRB7 GRIK5 GRM7 GUCD1 HACL1 HAPLN4 HBP1 HEXB HLA-E IDH1 IFNLR1 IFT25 IL12B IL18 IL2RA INAVA INPP5B KCNH5 KCNIP4 KCTD14 KDM7A KIT LGALS3 LPIN1 LRRC19 LSS MADD MAP3K9 MICAL1 MIR22HG MRPL1 MXD1 NAA20 NATD1 NDC80 NIBAN1 NPC2 NR4A3 NSRP1 NT5C3A OARD1 ODR4 OSBPL9 OTUD1 PAX8 PDCL3 PDE7A PEAR1 PELI1 PGGT1B PHF13 PHF21A PHLPP2 PLAC8L1 PLEKHF2 PLP2 PLPP2 PPP2R5C PRMT2 PRNP PRSS12 PSMC2 PTTG1IP RAB9A RAC1 RAPGEF4 RDH11 RDH12 RFC1 RMDN1 RNASE6 RP9 RTP4 S100A10 SAMHD1 SCIN SEC22C SEC62 SELE SENP7 SERINC5 SFTPB SH3GLB1 SIGLEC1 SIKE1 SLC19A2 SLC25A20 SLC35D2 SLC35F5 SLC38A10 SLC39A4 SLC66A2 SMAP1 STARD4 STK24 SUB1 SYNDIG1 SYNE3 SYNJ1 TCAF1 TCP11L2 TENT5A THRA TIGD2 TINF2 TLCD1 TLR2 TMEM150C TMEM92 TNRC18 TOMM70 TPRG1L TRIM25 TRIM46 TRIM59 TRIP12 TSC22D1 TUBA1A TXNDC17 TYW1 UBE2D3 UBE2H UFC1 UPF3A UQCRB VIPAS39 VIPR2 WLS WNT2 ZBTB42 ZC3HAV1 ZDHHC20 ZEB2 ZFAND3 ZMYM5 ZNF277 GSE26030_TH1_VS_TH17_DAY5_POST_POLARIZATION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26030_TH1_VS_TH17_DAY5_POST_POLARIZATION_DN ABCA1 ABCC1 ABCC4 ABCE1 ABCG1 ACACA ACKR3 ACSL1 ACTG1 ADAM17 ADAP1 ADGRE5 ADSS1 AIG1 ALDH1B1 ALG3 ALOX5AP AMPD3 APOA1 ARHGAP24 ARL6IP1 ARSB ATIC ATP6AP1 ATP6V0A2 BAMBI BCKDHB BCL3 BID BTBD19 BYSL BZW2 C8orf58 CAMKK1 CAP1 CAPZB CARM1 CBX5 CCL17 CD83 CDC5L CDK5RAP1 CDV3 CDYL2 CFP CHKA CHST11 CIPC CLEC10A CNOT9 COPS7A COTL1 CR2 DANCR DDX19B DENND2D DENND4B DET1 DHX35 DNMT3L DPH5 DTX1 EEF2K ELAVL1 ELL3 EMID1 ENTPD1 EZR FAM110A FAM167A FAM43A FANCA FGR FKBP5 GABPB1 GALE GALNT11 GART GEMIN4 GIMAP7 GLYR1 GOLM2 GPR183 GRIPAP1 HDDC3 HEATR1 HES1 HIVEP1 HIVEP3 HLA-C HS6ST1 IARS1 ICAM1 IFT140 IL12RB1 INO80C IRF1 IRF8 ITGAL KCNQ5 KIFC3 LCP1 LMNB2 LTA LYST MCOLN3 MDN1 MGARP MOGS MTHFD1 MTHFD1L MTRR MYB MYH10 NAT10 NBN NEDD4 NFS1 NIFK NME1 NOC3L NOP10 NSUN2 NUP93 OVCA2 PANX1 PDCD1LG2 PDXK PEAK1 PECR PER2 PFAS PFKP PGLYRP2 PHF2 PIP4K2A PLA2G7 PLBD1 PNMT POLR3E PPA1 PPCS PVT1 PWP2 PXDC1 R3HCC1 RAB5C RAI1 RAPGEF5 RASGEF1B RCC1 RCL1 REPS1 RNPEP RPUSD2 RRP15 SEMA4B SEPTIN11 SF3A1 SGPL1 SHMT1 SIPA1L2 SLC23A2 SLC25A6 SLC29A3 SLC2A3 SLC31A1 SLC44A1 SMAD3 SMYD2 SNX18 SPRED2 SUCLG2 TADA2A TAF4B TAGAP TBC1D9B TK1 TLE3 TM6SF1 TMEM26 TRAF3 TRUB1 TXNRD3 TYROBP UBE2I UBTD2 UCKL1 UPB1 URB1 UTP4 VAV2 WDR5 XBP1 XXYLT1 ZNF239 ZNF600 GSE26030_TH1_VS_TH17_DAY5_POST_POLARIZATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26030_TH1_VS_TH17_DAY5_POST_POLARIZATION_UP ADSS2 AGRN AKAP3 AMHR2 AMIGO2 ATP12A BST2 BYSL C19orf12 C7orf50 CA13 CACNA1A CAPN5 CARMIL1 CCRL2 CD47 CD69 CD86 CFAP210 CGAS CHIC1 CHMP4B CKM CMPK2 COL9A3 COX18 CRCP CSF1 CUTC CXCL10 CYP2B6 DAXX DDX60 DHX58 DLL1 DNASE1L3 DNMT3L DOP1B DPP4 DTX3L DTX4 EHD3 EIF2AK2 EIF5B EPRS1 EPSTI1 EVI2A EYA3 FAM111A FCF1 GBP2 GBP6 GBP7 GHITM GHR GPR65 GRAMD2B GTF2F2 GYPC HAP1 HCK HELZ2 HERC6 HLA-C HLA-E HMGN3 HMOX2 HOOK2 HOXD4 HSH2D HSPA5 IFI27L2 IFI35 IFI44 IFI44L IFIH1 IFIT1 IFIT1B IFIT2 IFIT3 IFITM3 IL12RB1 IL15 INPP1 IRF7 IRF9 IRGM ISG15 ISG20 KATNA1 KEAP1 KRT15 LAP3 LARP1 LARS1 LBX2 LGALS3BP LRFN3 MARCHF5 MAX MCOLN3 MED12L MGST2 MITD1 MPEG1 MRPL39 MSGN1 MX1 MX2 NAA20 NAMPT NIF3L1 NIT2 NLRC5 NMI NMRAL1 NOC3L NOTCH1 NR1H3 NSUN2 NSUN4 NT5C3A NVL NXPE2 OAS1 OAS2 OAS3 OASL PARP11 PARP12 PARP14 PARP9 PDE7B PFKFB3 PITX1 PKIB PLAC8 PML PNO1 POLR3B POLR3E PPA1 PRRG4 RILPL1 RNF114 RNF213 RRP15 RSAD2 RTP4 RUVBL1 SAMD9L SAMHD1 SEBOX SETDB2 SFXN2 SGCB SH2D4B SIDT1 SLC15A3 SLC25A12 SLC6A17 SLFN12L SLFN13 SLFN5 SSBP4 ST3GAL6 STAT1 STAT2 SYCE1L SYTL1 TDRD7 TENT4A TKTL1 TLR3 TLR7 TLX1 TMA16 TMEM106A TMEM140 TNFSF10 TNKS1BP1 TOR1AIP2 TOR3A TPST1 TRAFD1 TRIM21 TRIM5 TUBA8 UBALD2 UBR4 USP18 UTP6 VCPKMT VTA1 XAF1 ZBP1 ZCCHC18 ZCCHC2 ZNF365 ZUP1 GSE26030_TH1_VS_TH17_RESTIMULATED_DAY15_POST_POLARIZATION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26030_TH1_VS_TH17_RESTIMULATED_DAY15_POST_POLARIZATION_DN AAMP ABRA ACAA2 ACIN1 ACO2 ACP6 ACTL9 ADCK2 ADPRM AIP ALAS2 ATOX1 ATP6V1F BCL2A1 BRI3 BTF3 BTLA C5orf63 C9orf78 CABIN1 CAPN2 CASP8 CCDC180 CCNL1 CD177 CD68 CD8B CDK5 CHD4 CHMP2A CLK3 COPE COPG1 CORO1A COX6B2 COX8A CTSA CYTH2 DAPK3 DCTN5 DCXR DDX56 DGKA DNAJC17 DUSP7 DYNLT1 EDEM2 EHD4 EIF4A3 EIF4G1 EVI2A FAM98C FAU FCER1G FIS1 FXYD5 GLIPR1 GLS2 GNB2 GNGT2 GSTM5 HBB HIGD2A HMGB1 HROB HSBP1 IDH2 IFI27L2 IFNGR1 ISCU ITGB1 JAK1 KCNE3 KCTD10 LAT2 LDB1 LIN37 LYL1 MAP7D1 MBD3 MCMBP MED11 MED8 MOB2 MRPL27 MRPL34 MRPL4 MTARC2 MYO1C NAA10 NACC1 NCBP2AS2 NCF2 NDE1 NDUFA10 NDUFA11 NDUFA7 NEAT1 NKX2-3 NR1H3 NSA2 NUPR1 NXT1 OCIAD1 OTULINL PCNA PDYN PFDN5 PHAX PIN4 PMM1 PMS2 POLR2E POLR3GL PPIL2 PPP1R1A PPP6R1 PRDX5 PSMB7 PSMD8 PSMD9 PSME1 PSME2 PTOV1 PTPN22 PTPN6 PTRHD1 QSOX1 RAB2A RABAC1 RBM6 RBM8A RGS3 RNF130 RNF167 RNF5 RPL11 RPL17 RPL19 RPL23A RPL24 RPL32 RPL34 RPL38 RPL41 RPS6KA1 RRP7A RXRA S100A6 SAMD1 SARS1 SDHD SEC31A SEC61G SELENOK SF3B3 SIGMAR1 SIVA1 SLC11A1 SLC25A17 SLC35B2 SMAD2 SNRNP27 SNRPG SPG21 SPI1 SPR SRI SRRM4 SSR4 STAT3 STIM1 STK32A STUB1 SUPT4H1 TCF25 TECR TEX261 TFF3 THYN1 TMEM134 TMEM50A TNFRSF21 TRIR TRNAU1AP TSPAN33 TUBB4B TUSC2 UBE2S UQCR10 UQCRFS1 USE1 VAMP8 VPS28 VRK1 ZFP3 ZMAT5 ZNF511 ZNG1B GSE26030_TH1_VS_TH17_RESTIMULATED_DAY15_POST_POLARIZATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26030_TH1_VS_TH17_RESTIMULATED_DAY15_POST_POLARIZATION_UP ABI3 ADAM28 AGAP3 ALDH1A1 ALOX5 ANKS1A ANTXR1 APOBEC3B ARAP1 ARHGAP35 ARNT ASF1B ATG7 BIRC5 BRPF3 BST1 BTBD2 BUB3 C4orf46 CAMK2G CARD6 CCDC149 CCNA2 CD101 CD9 CDCA8 CDK1 CDK2 CDKN3 CENPM CKS2 CNOT8 CNPY3 COLEC12 COQ2 CPED1 CRACR2A CRYBB1 CSF3R CUX1 DAGLB DCAF12 DEFB116 DSN1 DUSP10 EDEM2 ELK3 EMP2 FAM83D FAM9B FFAR2 FLOT1 FOXO4 FOXP1 FPR1 GAPT GAS7 GIMAP1 GIMAP2 GIMAP4 GIMAP5 GIMAP7 GIMAP8 GINS2 GJA5 GLT1D1 GRK2 GRK5 H1-2 H1-5 H2AC8 H2AZ2 H2BC11 H3C11 HEXA-AS1 HJURP HMGB2 IDH2 IFITM2 IFT25 IL10RB IL13RA1 IMPA2 IRAK3 KDSR KIF4A LAPTM5 LEPROTL1 LIMD1 LPIN2 LRRC8D LTA4H LYPLAL1 LYZ MAML3 MAPRE2 MARCHF8 MCM10 MELK METTL9 MFF MFSD13A MIS18A MKI67 MLLT3 MMP2 MX2 NIPSNAP3B NR2C2 NUMA1 NUP43 OAS2 OR4H12P P2RX7 PAG1 PARL PCTP PDE2A PEAK1 PHACTR1 PID1 PIK3R3 PILRB PLA2G12A PLK1 PLXNC1 PLXND1 POLE POLR1D POLR1HASP PPP6C PRC1 PRIM1 PRIM2 PRKCSH PSMG2 RACK1 RAD51AP1 RASSF3 RFC5 RGS10 RPS4Y1 RPS6KA5 RRM1 RRM2 S100A9 SCMH1 SEC22B SELL SELPLG SEMA4D SESN1 SFXN2 SHMT1 SIN3A SIRPB2 SKP2 SLAMF6 SLC27A1 SLC2A9 SLC37A2 SLC37A4 SLC43A1 SNAP23 SOD1 SORL1 SP110 SPARCL1 SPATA6 STING1 STMN1 SVIP SYK TANC2 TCF19 TLE3 TLN2 TLR7 TMCO6 TMED8 TMEM106C TMEM119 TNS1 TPST1 TPX2 TTLL4 TYMS UBE2D1 UBXN11 UBXN2A VAV1 VNN2 WBP1L YY2 ZBTB37 ZDHHC4 ZNF367 ZNF875 ZWINT GSE26030_TH1_VS_TH17_RESTIMULATED_DAY5_POST_POLARIZATION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26030_TH1_VS_TH17_RESTIMULATED_DAY5_POST_POLARIZATION_DN ABCA5 ABHD12 ABHD2 ABHD3 ACACA ACADS ACSL1 ACSS2 ACTR2 ADCY9 ADGRE1 ADGRL2 ADTRP ALDH18A1 AMPD2 ANAPC5 ANAPC7 ANGPTL4 ANKMY2 ANO6 ARFGAP2 ARHGEF4 ARID4A ASAH1 ATG10 ATIC BAG3 BCR BICRA BLCAP BMS1 C2CD2L CBFA2T3 CCDC127 CCNJ CD82 CDH20 CDH6 CDK2AP1 CELA1 CENPO CEP41 CHIC1 CHST11 CLCF1 CLUH COQ5 COX11 CPSF4 CREBL2 CTDSP2 CTR9 CWC27 CYB5A CYB5R3 D2HGDH DCUN1D4 DHCR24 DHRS3 DNAJB1 DNMT3B DSN1 DUSP16 E2F6 EDRF1 ERBB3 ERCC4 FAM120A FAM120AOS FGFR1 FHIP2B FNDC1 FOXJ3 GADD45A GALNT1 GLB1 GNAI2 GNPDA1 GPM6A GRINA GRN GSC2 GTDC1 GTPBP2 HDAC3 HIPK2 HMGXB3 HOMER3 ID2 INCENP ING3 INO80D INPP1 ITGAX JADE1 KHSRP KLRG2 KNOP1 LCLAT1 LENG8 MAGEE1 MAP3K4 MAZ MCM2 MEF2D METRN MINDY1 MLLT11 MS4A7 MTFR1 MTRR MUC20 MYMK NAT2 NBR1 NFKBIE NHERF1 NISCH OR5P3 OSTM1 OXSM PDPK1 PIGL PIP5K1C PLXNB3 POU2F3 PPP1R8 PPP3CC PRDX1 PRUNE1 PTK6 PTTG1IP PXN R3HDM2 R3HDM4 RAB11FIP5 RAB27A REXO1 RHOQ RINT1 RNASEL RNF187 RTN4RL1 SCARB2 SCP2 SCRIB SEPTIN9 SFMBT1 SGCB SH3D19 SH3KBP1 SIK1 SLC17A3 SLC25A46 SLC36A1 SORT1 SREBF1 SRPK3 ST6GALNAC6 SUGP2 SUOX TENT4B TEX29 TFCP2 TGM2 TMCO6 TMEM164 TMEM204 TMEM263 TNFAIP2 TNIP1 TPT1 TRAF7 TRAPPC11 TTC13 TTC30B TTF2 TXN TXNIP U2AF1 USP42 VAMP5 VAV3 VPS13C YBEY YEATS2 YWHAB ZBTB4 ZBTB42 ZC3H7B ZFP36L1 ZFYVE16 ZFYVE27 ZMAT3 ZMIZ2 ZNF141 ZNF362 ZNF467 ZNF569 ZNF658 GSE26030_TH1_VS_TH17_RESTIMULATED_DAY5_POST_POLARIZATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26030_TH1_VS_TH17_RESTIMULATED_DAY5_POST_POLARIZATION_UP ADSS1 AIDA AIMP1 ALKBH6 ANXA6 APOC2 AQP9 ARHGEF37 ATP5PF ATP5PO ATRAID BCL6B BLOC1S1 BLVRB BTF3 BTF3L4 C10orf62 CCDC185 CCDC81 CCNDBP1 CCR2 CD52 CD81 CDC26 CDKN2D CDRT4 CLIC3 CLSPN COMMD2 COMMD3 COPZ2 COX6C COX7A2 COX8A CPA6 CPVL CRIP1 CTSS DCAF13 DPH3 DYNLRB1 EIF2A EIF3I EIF3K EIF4A1 EMB EMG1 EMP3 ENKD1 EPSTI1 EXOC3L4 FAM111A FAM161A FAU FEM1A FGF9 GALNT9 GGN GHR GIPC1 GLO1 GNGT2 GNPTG GRIK4 GSC GUCA1A H1-8 HACD4 HCST HMGB1 HPSE HYPK IFNGR1 IL13RA1 IMPA2 IRF8 ITGA3 ITGAM ITGB1 KATNA1 KCNJ2 KIF20A KPNA7 LAMB2 LGALS1 LGMN LIMK1 LSM6 MCEE MED6 MRPL17 MRPL20 MRPL24 MRPL27 MRPL34 MRPL36 MRPL43 MRPS11 MRPS24 NAPSA NDUFA11 NDUFA2 NDUFA6 NDUFA7 NDUFB10 NDUFB2 NDUFB4 NDUFB9 NDUFS3 NDUFS4 NECAP2 NEDD8 NPM3 NTAN1 NUBP1 ODAD4 OLIG2 PCSK4 PFDN5 PFDN6 PHAX PLAC8 PLEKHO1 POLR2I POMP POU4F1 PRICKLE3 PRM2 PRPH2 PSMA4 PSMB1 PSMB4 PSMB7 PSTPIP1 PTPN18 PYCR2 RAB11FIP3 RABAC1 RABEPK RBKS RBM38 REM1 RFXANK RIT1 RNASE4 RNF13 RPF1 RPL17 RPL35 RPL38 RPL41 RPS15A RTN1 S100A6 SAP30 SCN4A SCRN2 SDF4 SEC61G SFN SIVA1 SLC25A17 SNCG SNORD104 SNRPC SNRPD2 SNRPF SNRPN SNX21 SNX5 SPTLC1 SRP9 SSB STAMBP SUB1 TIMM8B TMEM125 TMEM160 TMEM179B TMEM242 TNFRSF13B TOMM40 TOMM7 TREM2 TRIO TRO UBE2I UFC1 UNC13A UQCR11 UQCRHL USP15 VIM VPS25 VPS26A VRK1 WDR91 WNT9A ZNF454 ZP1 GSE26030_UNSTIM_VS_RESTIM_TH17_DAY15_POST_POLARIZATION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26030_UNSTIM_VS_RESTIM_TH17_DAY15_POST_POLARIZATION_DN ABCA5 ABHD16B ABTB3 ACAP2 ACTN4 ACTR2 ADAMTS3 ADAR ADGRL1 ADGRL4 ADISSP AGBL5 ANAPC5 ANO6 ANXA9 ARFIP1 ARHGEF4 ARIH2 ARL14 ARL6IP5 ARPC2 ASAH1 ATP2A2 ATP6V0C ATXN7L3B BMS1 CADM2 CAMTA2 CAPZB CCM2 CCNY CD99 CDIPT CDK16 CDK2AP1 CDKN1B CEP164 CEP55 CHIT1 CHMP4B CLASP2 CLTA CMIP COA5 COTL1 CRLF2 CSNK1A1 CSTB CSTF3 CTDSP2 CTNNB1 CTRL CTSF CXCR4 DCAF1 DCTN1 DCUN1D4 DDX17 DGKZ DNAJA1 DNAJA2 DNAJB1 DNAJB9 EEIG2 EID1 ELOVL5 ERF FAM120A FAT4 FERMT3 FLRT1 FNBP1 FOS FXYD6 GDI2 GNAI2 GREM2 GRK6 GRN HEXIM1 HGH1 HIPK2 HLA-E HSPA8 ICAM1 IDS ING3 INTS5 INVS IPO7 ITGA10 ITPRIPL2 KCNK6 KDM2B KIFBP KLHDC3 KNOP1 LCORL LGALS3 MAP1LC3B MARCHF5 MCCC1 MCL1 MID2 MKNK2 MMP2 MST1R MYADM NAT8L NCAPH2 NHERF1 NINJ1 NLRP3 NMU NONO NPC2 NSMF NUP62 OAZ1 OGFR OS9 PGD PHAF1 PI16 PIGB PIK3R6 PIP4K2A PLA2G4D PLAAT1 PPEF2 PPT2 PRPF19 PSME4 PSORS1C2 PTGS1 PXN QDPR RAB14 RAB21 RAB8B RANBP10 RASGEF1A RASSF4 RBM12 REL RERE RHBDF1 RIPK1 RIT2 RITA1 RPL23 RPS4X RPSA RTN4 RYBP SAMD12 SCARB2 SELENOP SERBP1 SF3A2 SH3BP2 SHISA5 SIK1 SLA SLC17A3 SLC43A2 SLC7A2 SLC7A8 SLFN5 SMARCD2 SNX17 SNX24 STX7 SUDS3 SULF2 SYNJ1 SYNJ2 TAGLN2 TBL2 TKT TLE3 TMCO4 TMEM109 TMEM176A TNFAIP2 TRIM28 TUBA1A TUBA1B TUBA4A UBC UBXN7 UNC93B1 UTP14A WDR19 WTAP ZAP70 ZBTB42 ZNF362 ZNF436 ZNF622 GSE26030_UNSTIM_VS_RESTIM_TH17_DAY15_POST_POLARIZATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26030_UNSTIM_VS_RESTIM_TH17_DAY15_POST_POLARIZATION_UP ADAM17 ADD1 ADGRL3 AKAP6 AMMECR1 ANXA8 ARHGAP10 ARHGAP18 ASH2L ASRGL1 ATP11B BAIAP2 BCAR1 BEND6 BMPR1B BRINP3 CALU CBX8 CHCHD7 CHIT1 CLDND2 CLGN CNOT9 CNST COMMD10 COMMD3 CPNE2 CPSF3 CRYZL1 CSN3 CSNK1G1 CUX1 DARS1 DENND3 DIO2 DNAJB5 DPPA2 DSE DTYMK DUSP22 DUSP3 DYNLL2 EBF1 EFCAB2 ENPP2 EPAS1 EPS8L1 EVL EXTL3 FAT1 FLNB FUCA2 GCA GDE1 GFOD1 GOSR2 GPM6A GPR141 GSTK1 HDLBP HEXIM2 HMGXB4 HYDIN IDH1 IGF1 IMMT INO80C IRF8 JKAMP JMJD4 KCNJ15 KCNQ5 KDELR3 KLF12 KLHL11 KYNU LASP1 LOXL2 LPAR2 LYPLAL1 LYRM7 MAGI3 MAP4K5 MMD MPRIP MRPL16 MRS2 MTREX NAGLU NCKAP1 NDUFV1 NMT2 NRCAM NRP1 NTS NUCKS1 NUP50 NXPE1 OSBPL5 OXSR1 PANX1 PASK PDCL PDGFB PDK3 PIK3R3 PIK3R6 PIPOX PKP2 PLAG1 PLOD1 PNLIPRP2 PPIP5K1 PPP2CA PRF1 PRR5 PSMC4 PTBP3 PTPRG RALGPS1 RCBTB1 RELL1 RETREG3 RNF43 ROS1 S100A4 SAMD3 SATB2 SCPEP1 SDF2L1 SEPTIN10 SEPTIN11 SERTAD2 SF3B5 SGK1 SH2D2A SLC16A1 SLC19A2 SLC22A15 SLC27A6 SLC38A6 SLC38A8 SLC4A8 SNAP47 SPATS2 SPG21 SPNS3 SPRY2 STAG1 STEAP3 STT3B STXBP1 SYNE2 SYTL3 TAF2 TALDO1 TAX1BP3 TBC1D1 TGFBR1 TLN2 TLR4 TMEM109 TMEM171 TMEM18 TPM4 TRA2B TTLL1 USP37 UST VEGFB VEZF1 VIM WWTR1 YWHAQ ZMIZ1 GSE26030_UNSTIM_VS_RESTIM_TH17_DAY5_POST_POLARIZATION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26030_UNSTIM_VS_RESTIM_TH17_DAY5_POST_POLARIZATION_DN ABCG2 ACAA2 ACSL5 ACTB ADAM15 AIFM1 AKAP12 AKAP5 AKIRIN2 ALDH1A2 ALOX15 AMPD2 ANKRD18A ANXA11 AP2M1 APBB1IP AQP9 ARF4 ARRDC4 ATF5 ATP1A1 ATP5MK ATP6V0A2 ATP6V1G1 BATF3 BCAR3 BCAT2 BCL7A BICD2 BLTP2 BMP6 CACNB4 CAPN6 CASP7 CASS4 CAVIN1 CCL4 CD1A CD1B CD1C CD1E CD226 CD274 CD300LB CD83 CDKN1A CDR2 CES3 CFAP251 CHCHD7 CISH CLDN1 CLIC5 COA6 COL5A3 CTNNAL1 CTNS DBNL DDO DHRS11 DIP2C DIPK2B DNASE1L3 DNPEP DRAP1 EBF2 EHD4 ERI1 ETS1 FADS3 FAM110B FAM86DP FAR2 FCER2 FKBP1A FLT1 FLVCR2 FST G6PD GALNT18 GFOD1 GTF2E2 HARBI1 HGS HOMER2 HSD11B1 IRF4 IRGQ JAG1 JUN LCP1 LRRC8B LYRM1 MAOA MATK MCUR1 MDH1 MESD METTL1 MFN2 MFSD14B MINAR1 MMP12 MPDU1 MTCL1 MYH9 NCF2 NDFIP2 NDUFA6 NDUFC2 NIBAN2 NIPA2 NIPAL1 NOCT NOL6 NPC1 NSDHL NUDT16 NUDT16L2P OCSTAMP OR10AD1 OR2S2 OR2V2 OR5AK3P OR5B3 OR6W1P ORM1 P4HA2 PALLD PARM1 PARP12 PCYT1A PDGFB PDXK PER2 PFKP PHOSPHO1 PITPNA PITRM1 PLCB2 PLXNA2 PM20D1 PMM2 PPARG PPARGC1B PPFIBP1 PPP1R14A PRKY PRPS1 PTGER2 PTPRE RAB30 RAB35 RBM11 REEP5 RNF32 RPIA RPS2P45 RRAGD RYK SDC2 SEC23B SERINC5 SLA SLC10A1 SLC12A9 SLC22A4 SLC25A15 SLC25A48 SLC26A6 SLC27A3 SLC50A1 SLC9A2 SLCO4A1 SMURF1 SNX8 SOCS1 SPINT2 SYNJ2 SYT17 TBC1D8 TCTE1 TES TIFA TIMP3 TLE1 TNFRSF10A TRAF1 TSC22D2 TXNRD1 UBAP2L UBE2F UQCRC1 VIM WFS1 WNT5A XPNPEP1 XPO5 GSE26030_UNSTIM_VS_RESTIM_TH17_DAY5_POST_POLARIZATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26030_UNSTIM_VS_RESTIM_TH17_DAY5_POST_POLARIZATION_UP ABCC3 ABHD11 ABHD4 ABTB3 ACAD8 AGO1 AKAP13 ANK1 AR ARAP2 ARHGEF18 ARNT2 ASAH2 ASB2 B3GALT2 BCL11B BRD2 BSCL2 C1QTNF12 CAMK2B CARMIL2 CASD1 CASTOR1 CCDC125 CD44 CD53 CDC42SE1 CDYL2 CELSR1 CEP170B CHST12 CKB CMPK2 CMTM3 CMTM4 COTL1 CRLF3 CTSA CTXN1 CUL9 CYTIP DLG5 DNAI4 DNAJA4 DNMT3B DOK6 E2F6 EBI3 ECI1 EHHADH EID2 EML3 ENPP5 ENTPD6 ETNK1 ETV6 FAM117A FAM120A FBXO27 FHL3 GABBR1 GALM GALNT7 GFI1 GM2A GNG10 GPD1L GPR132 GPR18 GRAP GSTT2 GTPBP10 GYPC HEXA HIVEP3 HSPBP1 IL17RE IL27RA IL5 INSR ISG20 KCNIP2 KIAA1328 KIF2A LCP2 LDAF1 LDB1 LRBA MACROD1 MAF MAGEE1 MCUR1 MIR31 MITF MLH3 MOCOS MOGS MTM1 MVP NAPB NFKB1 NMB NME3 NOTCH2 NPEPL1 NR2C1 NRIP1 NSD1 NUDT22 NUMA1 OSTF1 PARP12 PARP14 PDE4B PEPD PFDN5 PGLYRP1 PLAC8 PLCL2 PLEKHO1 PLK3 PLXDC2 PON3 POU2F2 PPP1R12C PPT2 PRDM5 PRDX2 PRKCQ PRSS35 PSEN2 PTGER4 PTPN3 PUSL1 QSER1 RAB6B RASD2 RASGRP1 RILPL1 RINL RMDN2 RNF122 RPS6KA1 RRAD SCAMP3 SELENON SH3BGRL3 SLAMF1 SLC1A5 SLC39A6 SLC44A2 SMAD1 SMPDL3A SMYD2 SNORA61 SPINT2 SQOR SREBF2 SRPK1 ST3GAL3 TBC1D14 TBL1XR1 TCEA2 TEX2 THY1 TMEM185B TNFRSF4 TNRC6A TRIM8 TSPAN2 TTL UNC93B1 UQCC3 UTP11 VAMP8 VARS2 VPS54 WDR83 XDH XKR8 ZNFX1 GSE26030_UNSTIM_VS_RESTIM_TH1_DAY15_POST_POLARIZATION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26030_UNSTIM_VS_RESTIM_TH1_DAY15_POST_POLARIZATION_DN AAAS ABCC5 ABHD3 ABI3 ACAT2 ACSS1 ACTN4 ADAMDEC1 ADGRE1 ADGRL2 AFDN AK2 ALDH18A1 ALDH9A1 ANGPTL4 ANKRD33B APOBR ARHGEF10L ATMIN B4GALNT1 B4GALT5 BCDIN3D BCL2A1 BRD9 BSPRY BTBD19 BUB1B BUB3 C11orf54 C14orf28 C17orf58 C2orf69 C3orf33 C5AR1 CARM1 CBLB CCDC97 CCM2 CCND1 CD300A CD83 CDH1 CDK2AP1 CDKN2AIPNL CELF1 CENPQ CENPT CEPT1 CHADL CITED4 CLDN15 CLUH CNST CPT1A CSF1R CTSB CYB561 CYB5A CYFIP2 CYRIA DDIT3 DDIT4 DEF6 DENND6B DNAH12 DNAJC9 E2F4 EMD ESYT3 ETS1 EXOSC2 EXTL3 FAM135A FAM98C FCER1G FCGR3A FCRL1 FGFRL1 FILIP1L FZD2 GPR137B GPR35 GSK3A HAUS1 HAUS5 HCK HFE HIC2 IGLC7 INPP1 IRF3 ITGAL ITGB3 JMJD6 JPT1 KCNK5 KRAS LIMA1 LIMD2 LOXL3 LY75 MAN2C1 MAPRE2 MGAT4B MSN MTBP MTF1 MXI1 MYO1G NADK NCAPD2 NFATC3 NFKBIA NFKBIZ NMT1 NR1D1 NR1H3 NUAK2 NUP210 NUP35 ORC6 PAG1 PBXIP1 PDK1 PFN1 PHF1 PHLPP1 PIGL PIP4K2A PIP4K2C PLEK PLEKHA6 POU2F2 PPM1B PTK2B PTPN12 QSOX2 RAB19 RAP1GAP2 RASGRP1 RGS3 RHOA RHOF RHOQ RIMS3 RPS6KA2 RRM1 S1PR4 SAFB2 SCP2 SCRIB SERPINB6 SF1 SGMS1 SH2D1B SH3D19 SIPA1L1 SKA2 SLC11A1 SLC29A1 SLC39A13 SLC44A2 SMAGP SMC6 SORT1 SP4 SPATA13 SQSTM1 SSTR4 ST3GAL5 STAP1 STK10 STK24 STK38 STK4 SVIL SYCE2 TAMALIN TCEA3 TEF TFDP2 TGFBR1 TGM3 THAP4 TKT TPCN2 TRAF1 TRIB1 TTC7B TTI1 TUBB4B TUBB6 UBE2S UCP2 UNC119 VAMP5 YWHAZ ZFAND5 ZNF507 ZNF608 GSE26030_UNSTIM_VS_RESTIM_TH1_DAY15_POST_POLARIZATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26030_UNSTIM_VS_RESTIM_TH1_DAY15_POST_POLARIZATION_UP AAAS ACER3 ACOT9 ACP2 ACP5 ACSS1 AGPAT4 AKT1 AP4S1 APOBR APOC2 ARAP1 ARF6 ARHGAP39 ARL6IP1 ATG4D AZIN1 B2M B4GALT5 BAHD1 BAZ1A BCL2 BCL6 BIRC6 C1orf35 CCDC88C CCND2 CD47 CD68 CDIPT CDYL CEACAM21 CEBPB CENPC CHD3 CKS2 CLIC1 COL4A2 CRLF2 CST3 CYB5R3 CYFIP2 CYP4F3 DEF6 DENND3 DLG1 DNAJC9 DONSON EEIG1 ENO3 ETFA ETS2 EVL EZR FAM20A FAM219B FBXO28 FCER1G FRMD8 FYN FZD7 GEMIN4 GJB2 GK GNPNAT1 GPR35 GPX1 HAUS5 HEXIM1 HGH1 HIP1 HLA-B HLA-DRB1 HMGA1 HMGB1 HTRA2 IFRD1 IGF2R IL2RG IL31RA INPP1 ITGAL ITGB1 JPT1 JUP KCTD16 KIF20B KLF4 KPNA4 LDHA LIPE LONRF1 LPCAT2 LRP10 LRRC8C LSM3 LTA4H MAP3K14 MAP4K3 MAPKAP1 MAPRE1 MCM5 MDC1 MED7 MFAP1 MKNK2 MYO18A MYO1G NAPSA NFAT5 NFE2L2 NID2 NIPSNAP3A NRARP NUAK2 NUP107 NUPR1 OXR1 PDCD1LG2 PDGFB PDHA1 PDLIM7 PECAM1 PGLYRP1 PHLDA3 PHTF2 PIEZO1 PILRA PILRB PIP4K2A PIP4K2C PPM1B PPM1H PPP1R8 PPP2R1B PSMD14 PTK2B PTPN12 RAB19 RASSF5 RBBP7 RCAN1 RETREG1 RGS3 RHOF RNF166 RRAS RRM2B RSAD1 RTN1 RUNX2 SAMSN1 SCNN1A SEPTIN6 SEPTIN7 SERPINB6 SGMS1 SH2D1B SH2D3C SKIL SLAMF9 SLC11A1 SLC29A1 SLC39A13 SLC44A2 SMAD3 SMC4 SNX14 SOCS3 SPATA13 SPN SPRED1 SPRED2 SREBF2 SRPK1 STAT3 STK24 STT3B STUB1 TCF7L2 TGFBR2 TGM2 TGM3 THBD TMCO1 TMED5 TMEM121B TNFRSF1B TREM1 TRPM2 TUFT1 UBC UCKL1 VASP YWHAZ ZBTB16 ZFAND3 ZMAT1 ZNF808 ZNG1B GSE26030_UNSTIM_VS_RESTIM_TH1_DAY5_POST_POLARIZATION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26030_UNSTIM_VS_RESTIM_TH1_DAY5_POST_POLARIZATION_DN ABTB1 ACAA1 ACAT1 ADAM15 ADAM19 ADK AGRN AHNAK AMPD2 ANKH ANKLE2 ANXA1 ANXA2 ANXA5 APH1B APLNR APRT ARHGAP26 ARHGEF6 ARID5A ASNSD1 ATAD2B ATP5F1C ATP6V1B2 BPHL BSCL2 BTF3 BTLA CAPN2 CASP6 CCR2 CD302 CD33 CDK16 CDK5RAP3 CDS1 CFAP410 CLEC4A COMT COX6B2 CRIP1 CTDSP2 CTSC CTSH CTSV CUTA DCXR DPY19L1 DYNLT2B EEIG2 EIF2A EIF4E3 EPRS1 EPSTI1 ERP29 ESYT1 ETHE1 EVA1B F10 FARS2 FAS FRMD4A FRMD4B FUOM GALNS GALNT9 GAMT GBP7 GLB1 GLIPR1 GLIPR2 GLRX3 GNPAT GPX4 GRAMD2B H2AZ1 HIGD2A HIVEP3 HMG20A IAH1 IDH1 IFI30 IFITM3 IFT57 IGBP1 IGSF8 IKBKE INF2 INSR IQGAP2 ITPR1 KIAA0040 KIF9 KLHL6 LAMTOR4 LMO1 LMO2 LRWD1 LZTFL1 MAN2A2 MEFV MINDY1 MOCOS MTHFR MTMR10 MX1 MYO5A MZT2B NCBP2AS2 NCEH1 NIT2 NMRAL1 NOTCH1 NPM1 PAPSS2 PGLS PI16 PIK3R2 PIK3R6 PIP4P1 PKIB PLD1 PNP PPFIA4 PPP1CA PPP1R21 PRDX4 PRKRA PSMA4 PSMA7 PTPN18 PTRHD1 QPCT RAB11FIP5 RAB3D RASSF4 RCSD1 RGS10 RHOU RNASEL RNMT RP9 RWDD2A S100A6 SEC24D SEC61A1 SEC61B SELENOP SELL SERP1 SIDT2 SIRT2 SIRT3 SLC25A12 SLC25A4 SLC36A1 SLC39A10 SLC45A4 SLC9A9 SLFN5 SLPI SMDT1 SMIM6 SNX9 SPTSSA SRD5A3 SSBP2 STOM STX3 SUB1 TCP11L2 TEP1 TESK2 TFDP1 TGFBI TIAM1 TMED10 TMEM107 TMEM154 TMEM165 TMEM184B TMEM205 TMEM268 TMEM86A TNFSF14 TNS3 TOR3A TRAPPC2L TREM2 TTC13 TTC39C TXN2 TYK2 UNC119B UQCC5 VIM WIPF1 XRCC4 ZCCHC24 ZNF385A GSE26030_UNSTIM_VS_RESTIM_TH1_DAY5_POST_POLARIZATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26030_UNSTIM_VS_RESTIM_TH1_DAY5_POST_POLARIZATION_UP AAK1 ABCA3 ABHD4 ACTG1 ADAM10 ADAM19 ADD1 ADD3 AFF3 AFP AGO4 AHNAK ALCAM AMPD3 ANKH ANO6 ANTXR2 ANXA5 AP1S2 ARHGAP18 ARHGAP6 ARL8A ATP1B1 ATRNL1 ATXN2 B3GLCT B4GALT7 BCL6 BHLHE40 C2CD5 C8orf58 CACNG7 CCSAP CD200 CD244 CD83 CDC25B CDC42BPG CEP97 CKAP4 CMAS CNKSR3 CNNM3 CNPY4 CRYBG3 CSF2RA CYB5A DIPK1A DNAAF9 DNAJC28 DNASE1L1 EIF2AK3 ENTPD5 ERI2 FAM104A FAM8A1 FNTA FOXO1 FRY FTH1 GALNT1 GJC1 GPR137B GPR146 GTDC1 GUCD1 GXYLT1 H1-2 H3-5 HBP1 HEPACAM2 HEXB IL27RA ING1 INPP5A INSR KBTBD11 KCTD12 KDM7A KLF12 KLF7 KLHDC1 KLHL14 L1CAM LANCL1 LPIN1 LRRC8C LYST MAGEE1 MAN2A2 MAP2K6 MAP3K7 MAPK12 MAPRE2 MBNL3 MCL1 MEGF9 MFSD6 MICAL1 MMGT1 MSH6 MTSS1 MTURN MYADM NARF NCOA1 NCOA6 NDRG1 NEUROD4 NID1 NLRC3 OSBP PDE4DIP PEAR1 PFN2 PGAP1 PIK3CA PITPNC1 PJA2 PLPP3 POLG2 POLR3G POT1 PRKAG2 PRKCB PRMT2 PSD3 PTGER4 PTTG1IP PXDC1 PYGL RAB11FIP5 RAB23 RAB31 RAB3A RAB3IP RAP2A RASSF5 RB1 RNF144A RP9 RTN3 S100PBP SBF2 SEC16B SEC62 SERPINB2 SH3PXD2A SLAMF1 SLC16A10 SLC19A2 SLC25A24 SLC25A51 SLC35D2 SLC35F5 SLC36A4 SLC38A2 SLC41A2 SLC66A2 SMARCA1 SMPDL3A SNAPC5 SNX14 SNX33 SOCS5 SP8 SPNS2 SSPN STRADB STT3B TAF9B TAX1BP3 TCP11L2 TESK2 THRA TIFA TIRAP TMEM65 TNFAIP3 TNRC6C TNS3 TPRG1L TSHZ1 TSPAN13 TTL TUBA1A TXNDC15 TXNIP UBE2H UNC5CL UVSSA VOPP1 WASF2 XPR1 ZDHHC20 ZMAT3 ZMIZ1 ZNF287 ZNF354C ZNF467 GSE26156_DOUBLE_POSITIVE_VS_CD4_SINGLE_POSITIVE_THYMOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26156_DOUBLE_POSITIVE_VS_CD4_SINGLE_POSITIVE_THYMOCYTE_DN ACAA2 ACOT13 ACOT7 ACTN4 AHCY AIFM1 AK4 ANXA5 AP2S1 ATOX1 ATP5MC3 AURKA BCAT2 BDH1 BUB1B CCDC6 CCL5 CCNB1 CCNB2 CCNE1 CCT5 CCT6A CD63 CDC25C CDC6 CDC7 CDKN3 CENPE CENPF CHAF1A CHEK1 CIT CKAP5 CKS2 CLIC1 COL6A3 COQ7 COX6A1 CRYZ CTPS1 CYB5B DAZL DBI DIXDC1 DLGAP5 DMC1 DUSP4 DYNLL1 EBNA1BP2 ECI1 EIF2S1 EIF4A1 ENO1 ENO2 EPRS1 ETHE1 EZH2 FABP5 FADD FARSA FEN1 FH FSCN1 GBP1 GET3 GHITM GM2A GNPAT GRHPR GTF2E2 GZMB H2AX HADH HAX1 HDGF HMGN2 HMGN4 HMMR HNRNPA0 HNRNPAB HNRNPF HSBP1 HSP90AB1 IDH2 IGFBP2 ILK IMMT IMPA1 IPO5 IPO7 KIF11 KIFC1 LAG3 LCP2 LDHA LTA LTBP4 LYST MAP4 MATK MCM3 METTL13 MFSD10 MICAL2 MRPL23 MRPL28 MRPL40 MTHFD1 MTHFD2 MYBL2 MYL6B NDN NDUFA7 NDUFB8 NEFH NHP2 NIPSNAP1 NKG7 NME1 NPM3 NRAS NTRK1 PAICS PARP1 PCCB PCK2 PDXK PEA15 PGK1 PHGDH PLK1 PMVK POLA1 POLR2G PPP2R1B PRDX1 PRDX3 PRIM1 PRPS2 PSMA6 PSMB2 PSMB5 PSMB9 PSMD14 PSMD8 PSMG1 PYCR1 RAB27A RDX RFC3 RFC4 RPA2 RRP7A RTL8C RUVBL2 SEC23IP SHMT2 SIT1 SKAP2 SLC16A1 SLC1A5 SLC29A1 SNRPG SOCS1 SORD SPAG5 SPTSSA SRD5A1 SRM STAMBP STT3A SUCLA2 SYT11 TBCE TCEAL4 TIAM1 TIMM17B TMED9 TMEM106C TNFSF14 TNIP1 TOMM40 TP53 TPX2 TRIP10 TTF2 TUBA1B TUBG1 TXN TYMS UBE2C UBE2S UNG VCP VDAC3 WARS1 WDHD1 YIF1A YWHAE GSE26156_DOUBLE_POSITIVE_VS_CD4_SINGLE_POSITIVE_THYMOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26156_DOUBLE_POSITIVE_VS_CD4_SINGLE_POSITIVE_THYMOCYTE_UP ACVR2A ADA ADCY9 ADD3 AKAP17A AMT APOB AREG ARHGEF18 ARL2BP ARL4C ATP6V1G1 AUTS2 BBIP1 BCL11A BICRAL BNIP2 BTG1 BTG2 BTN3A1 CASP4 CASQ2 CCNI CCR7 CCT6B CD247 CDC42BPA CIRBP CLEC2B CLSTN1 CREM CTSW CYFIP2 CYTH1 DAZAP2 DDIT3 DDX3X DGKZ DNAJB2 DNAJB6 EIF3G EIF4A2 ENC1 EPHB6 EXTL3 FAM168A FCGRT FCHSD2 FCMR FGFR1 FOXN3 GAB2 GABARAPL1 GAD2 GADD45A GADD45B GTPBP6 H1-4 HBEGF HDAC5 HEXIM1 HLA-E HNRNPDL HNRNPH2 ICOS IFI44 IFITM1 IGLV3-25 IL11RA IL7R ITGA2B ITGA6 ITGB8 ITPKB JOSD1 JUNB JUND KAT2A KAT7 KLF5 LAMP1 LEPROT LEPROTL1 LGALS3BP LGALS8 LRP10 LTB MAD1L1 MAL MAN2B2 MCF2L MID2 MINDY2 MNT MT1H MT2A MXI1 MZF1 NLRP1 NME3 NR2C2 NUCB2 OCRL OS9 PAN2 PAX6 PCNX1 PCNX2 PDE4B PER1 PFDN5 PIK3IP1 PLA2G6 PLCD1 PPARD PPM1H PPP1R15A PPP6R2 PPT2 PRKACG PRKCQ RALYL RANBP2 RASA3 RBL2 RBM38 RBM39 RGS1 RGS10 RNF139 RPL10 RPL11 RPL13 RPL22 RPL28 RPL29 RPL30 RPL31 RPL32 RPL34 RPL37 RPL38 RPS12 RPS13 RPS15A RPS17 RPS20 RPS23 RPS27A RPS28 RPS29 RPS8 SARAF SC5D SDCBP SEC14L2 SENP6 SERPINB7 SERPINF1 SETD1B SGK1 SGSM2 SH3YL1 SNRK SORBS3 SORL1 SPAG9 SRSF6 ST3GAL6 STX16 STX3 SYNE2 TAFAZZIN TBX19 TCF7 TDRD3 TENM1 TERF1 TGFBR2 TIPARP TLE5 TLR1 TMEM131L TOX TPM2 TPT1 TRAM2 TRIO TSC22D2 TSC22D3 TSN TUBA1A TXNIP UBA7 UBE2B UBXN1 USP15 VPS9D1 ZFP36L2 GSE26290_CTRL_VS_AKT_INHIBITOR_TREATED_ANTI_CD3_AND_IL2_STIM_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26290_CTRL_VS_AKT_INHIBITOR_TREATED_ANTI_CD3_AND_IL2_STIM_CD8_TCELL_DN ACVR2A ADARB1 AKR1A1 AMIGO2 ARHGAP17 ARHGEF6 ARL6 ARRB1 ASGR1 ASIC1 BCL2A1 BCL9 BIRC3 C1orf162 CALCOCO2 CAMK2G CAPG CASP4 CBR3 CD1A CD40LG CD48 CD72 CD82 CD9 CDRT4 CHSY1 CLEC16A CLPB CLSTN1 CMTM3 CNIH4 COPS4 CORO2A CRLF3 CROCC CSGALNACT2 CSTF1 DGKD DIP2B DNAJB2 DNMT3B DOCK9 DPY30 DUSP10 DUSP14 EFHC2 EGFL6 ELOC ESYT2 ETV3 FAM241B FBXO32 FDPS FES FOXN3 FRMD4B FXYD7 GAS2L1 GBP5 GDPD5 GIMAP1 GNG2 GNPDA1 GOLGA7B GPAT3 GPN3 GPR155 GSTA4 HAVCR2 HEG1 HMGCR HMGCS1 HOPX HPS4 HVCN1 IFNAR2 IGSF9B IL17RB IL18 IL21 IL4R IMPACT IRF2BPL IRF4 ITPR1 ITPRIP JADE2 JAML JARID2 JUND KPNA5 KRT7 L3MBTL3 LACTB LAIR1 LANCL1 LEPR LIF LMNA LRRN3 LST1 LY9 MAML3 MAN1C1 MAP3K8 MARCKSL1 MBP MICAL1 MOB1B MORC3 MOV10 MPZL3 MSMO1 MYO1E NAB2 NCOA3 NDFIP2 NECAP2 NEK6 NIPAL3 NPTX1 NRROS OSM OSTC P2RX4 PAG1 PDCD10 PDE4D PHYH PLAU PLAUR PLEKHG3 PLPP1 PLXNA4 PPFIBP1 PRKCA PSMB9 PSTPIP2 PTGIS PTPRN2 PWWP2B RAB24 RAB8B RAB9A RAP2B RCBTB2 RELL1 RGL4 RHOC RIT1 RNF144A RNF216 RPS6KA5 RPTOR S100A4 SAMSN1 SCAI SDCBP SECTM1 SELENOK SEMA4C SERTAD2 SGTB SIGLEC17P SLC41A1 SNTB1 SOCS1 SP4 SPIN1 SPTY2D1 ST3GAL5 STK40 SV2A SYNE3 TAB3 TAGAP TANC2 TAP1 TBL1X TCEAL8 TGDS TGFBR1 TLK1 TNFAIP8 TNFSF11 TP53BP1 TP53RK TRAFD1 TRPM2 UBASH3B WIPI1 XRN1 ZAR1 ZBTB39 ZFP28 ZNF575 GSE26290_CTRL_VS_AKT_INHIBITOR_TREATED_ANTI_CD3_AND_IL2_STIM_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26290_CTRL_VS_AKT_INHIBITOR_TREATED_ANTI_CD3_AND_IL2_STIM_CD8_TCELL_UP ABRAXAS2 ADAM12 ADAMDEC1 ADAMTS20 ADAMTS3 ADCY3 ADNP2 AFF4 AKR1D1 ANK3 ANKRD6 AP4E1 AQP4 ARHGEF4 ARSJ ATF3 ATF5 ATP10A B4GALT5 B4GALT6 BAG2 BBS10 C2 CA5B CACNA1A CASQ2 CDH19 CDH4 CDKAL1 CELSR2 CEP68 CHD9 CHRNA9 CLDN18 CLEC5A CLIC5 COL15A1 COL4A1 CUL5 CWH43 CXCL1 CXCL3 CYLC2 CYP2C18 CYP2U1 DAB2 DCLK1 DDIT4 DDX18 DDX56 DKK2 DNAH2 DNASE2 EBI3 EDDM3B EGR1 EGR3 ENPP1 EOLA2-DT ERBB4 ERC2 ETHE1 FDPS FILIP1L FOXN3-AS2 FRK FUT3 G0S2 GAD2 GCLC GGH GLI2 GOLPH3L GPM6A GRIA3 GUCY2C HACD1 HFE HILPDA HTR1E ID2 IDH3A IDI2-AS1 IFNA7 IL12A IL1A IL1B IL21R INHBA IREB2 IRF5 ITPK1 ITPR1 KDELR1 KLK11 KLK13 KPNA5 KRT76 KRTAP9-9 LAGE3P1 LAMC1 LDAH LEPR LIMS1 LINC01949 LRRC20 LY6G6E MAFF MAP4K4 MAPK8 MASP1 MATN1 MBNL3 MEX3D MIA2 MMP24 MNAT1 MOBP MRPL15 MRPS14 MST1L MSX2 MTUS1 MYOZ2 NAP1L3 NDN NF1 NKX3-1 NR4A2 NUAK1 OPCML OR2H1 PACSIN3 PCDHGA10 PCLO PGM3 PHOX2B PIMREG PLA1A PLCB3 PLPP3 PMEPA1 POLQ POLR3B POU5F1P4 PPFIA3 PRKAB2 PRKG2 PSG3 PTGS2 PTPN22 PTPRM RAD51 RETREG1 RPH3A RRN3P1 S100G SCLY SCN2A SEC22B SERPINB9 SFRP1 SH2D1A SH3BP2 SIKE1 SLC11A2 SLC25A12 SLC28A1 SLC28A3 SLC2A1 SLC33A1 SLC6A9 SMAD4 SOX15 SPON1 SSX2IP SUV39H2 TGM2 THOC2 TMED10 TMEM144 TMPRSS11E TPRA1 TPX2 TRAF1 TRIM44 TSC22D1 TWF1 ULK4 XBP1 ZBBX ZBTB1 ZC3H13 ZNF16 ZNF365 ZNF8 ZNF835 GSE26290_WT_VS_PDK1_KO_ANTI_CD3_AND_IL2_STIM_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26290_WT_VS_PDK1_KO_ANTI_CD3_AND_IL2_STIM_CD8_TCELL_DN ABCD2 ACOT13 ACP2 ADRB1 AFG3L2 AFTPH AGL AGPAT1 ALCAM ALDH2 ARFIP1 ASB7 ASXL1 ATP7A AZI2 BCCIP BCKDK BET1 BFAR BICRAL BMAL1 C12orf29 C4orf19 C8G CASP4 CASP9 CCNC CCT7 CDC37L1 CEBPA CELA2A CERT1 CHM CIDEB CNDP2 CNOT1 COL6A2 COPZ1 COQ10B COQ4 CPB2 CPSF7 CRABP2 CRACDL CTSH CUZD1 CYP4B1 CYRIB DAXX DDHD2 DENND4B DERA DHRS7B DLST DNAJC13 DNM2 DVL3 DYNLT3 EBAG9 EIF3I EIF4EBP2 F8 FAM131A FBXL12 FBXO2 FKBP14 FRG1JP GALNT11 GFRA3 GNMT GPATCH3 GTPBP2 HDAC5 HHEX HLA-DPB1 ICE1 IKBKG KAT8 KBTBD4 KIAA0319L KIT KLHL36 KLHL4 KRT9 LIG4 LPXN LRRC59 LRRFIP2 MAZ MCCC1 MCTP1 MED21 MEF2C MFSD11 MGAT4B MINDY1 MOB1A MPIG6B MSN MYC NANS NCBP3 NDFIP1 NDUFAF3 NDUFS3 NELFCD NIPSNAP2 NKRF NOL10 ODF2 ONECUT2 P2RY6 PA2G4 PARN PAX1 PC PCK2 PDPK1 PFKFB1 PIP5K1C PLOD1 POLE3 POLM POP7 PRDM4 PRG3 PSME3 PTP4A3 RAB32 RAB5B RAB5C RARS1 RASL12 RBM38 RDH14 RHOB RIGI RNF10 RNF44 RNPEPL1 RSAD1 RTL8C RXRB SCNN1D SCRIB SEC13 SEC62 SERPINB7 SFRP5 SFXN3 SH2B3 SIK1 SLC24A2 SLC25A42 SLC25A46 SLC39A1 SLC7A7 SMARCD1 SMPD2 SNHG32 SNX11 SRF SS18L1 STK25 SUCO TALDO1 TBL3 TCF12 TCF7L2 TEX13B THOC6 THUMPD2 TIMM13 TJAP1 TLX3 TMA7 TMEM115 TMEM127 TMEM184C TNIP2 TNNT2 TPK1 TRHR TSPAN14 TTC13 TWF2 ULK1 USP6NL VENTX VNN3P VPS37B WASF2 WDR46 WIPF2 ZFC3H1 ZFP37 ZNF212 GSE26290_WT_VS_PDK1_KO_ANTI_CD3_AND_IL2_STIM_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26290_WT_VS_PDK1_KO_ANTI_CD3_AND_IL2_STIM_CD8_TCELL_UP ABTB3 ACAA2 ACSL1 ADGRE5 ADHFE1 AKIRIN1 ANKRD27 ASH1L-AS1 ATG5 ATP12A BCAP29 BMP8B BRDT BTLA C15orf48 C1GALT1C1 C3orf52 CAPN12 CARD11 CCR10 CD14 CD274 CD38 CD59 CD68 CD86 CD93 CENPV CKLF CLRN3 COX5A CST3 CYP24A1 DBNL DENND6B DIPK1A DIS3L2 DNAJB1 DNER DTNB EFHD1 EFL1 ELF4 ELOVL4 EML6 EPAS1 EPS8 EXOSC7 FAM53A FAM53B FBP1 FBXO41 FBXO7 FGF9 FN1 FOSL2 G0S2 GADD45A GFUS GIGYF2 GLYCTK GMPR GNPTG HES6 HS3ST3A1 HYCC1 IDH2 IL6 INTS6L IRAK1 IRAK2 IRF8 ISM1 ITGAM JUN KATNA1 KCNK5 KDM1B KTI12 L3HYPDH LAMB3 LDLRAP1 LGMN LINC00880 MAN1A1 MAP3K13 MAP3K21 MAP3K5 MAP4K4 MAPKAPK3 ME3 MECP2 MICALL1 MIR155HG MOGAT2 MPC1 MPHOSPH6 MREG MSRB1 MZB1 NAPSA NDNF NRN1 NTNG2 NUBP1 NXT1 ODC1 OXCT2 OXNAD1 P2RX5 PABPC1 PABPC3 PAXIP1 PCTP PERP PHTF1 PIP5K1B PLS1 PLXNB2 PMCH PNLIPRP1 POLDIP2 POMGNT2 PRDM1 PRELID3A PRKCD PRPF38A PRRG4 PTP4A1 RABAC1 RANBP3 RAPGEF2 RBPJ REV3L RFT1 RGS3 RGS9 RIPK2 RNASE6 RNF139 RNF165 RNF4 RPP25 RTTN SDR42E1 SERPINB1 SERPINB6 SFMBT1 SFT2D1 SFXN4 SH3BGRL2 SLC16A6 SLC25A4 SLC27A2 SLC31A1 SLC37A2 SLC38A6 SLC44A1 SMARCA4 SMARCA5 SNN SNRK SNX29 SOCS2 SPATS2L STARD8 STS SYNGR3 SYNM TCEA2 TECR TENT5A TFEC TMEM164 TMX4 TNC TPCN1 TRAF3IP3 TRAK1 TRIM47 TRMT2A TSPAN2 TSPYL4 TTC30B TUBA1A UPP1 UQCRB VHL VPS37B VRK3 YWHAQ ZBED5-AS1 ZNF165 ZNF76 ZSWIM6 GSE26343_UNSTIM_VS_LPS_STIM_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26343_UNSTIM_VS_LPS_STIM_MACROPHAGE_DN ABCC4 ABCD2 ABHD4 ACOT13 ACP6 ACSS1 ADIPOR1 AHNAK2 AKIP1 APOBEC1 APPL2 ARHGAP15 ARHGAP17 ARHGAP9 ARL5A ARL6IP1 ASCC1 B3GNT8 B4GALT6 BAZ2B BCL2L11 BEX1 BNIP3L BUB1 BUB1B CACFD1 CAMK2N2 CCDC186 CCDC90B CCNG2 CCR2 CD300A CDC42EP3 CDKAL1 CDKN2C CKLF CLIP1 CNOT8 CNPY4 COMT CSRP1 CSTF2T CTDSP2 CUTC CYFIP2 CYP3A4 DAG1 DARS2 DEPDC5 DEPTOR DHX32 DNAH2 DNAJC12 DOCK2 DTNBP1 DYNLT2B E2F7 ECH1 EEF1A2 EIF2D EPS15 EVI2B EXOC6 FAM107B FAM117B FGD3 FIG4 FKBPL FOS FTO GPR162 GRAMD2B GRB2 GSN HADHB HDAC5 HDAC9 HFE HLTF HMGCL HPSE HTATIP2 IL16 IRF2BPL ISCU ITGB8 ITSN1 KIF21B KLC4 KYAT1 L1CAM LANCL1 LPIN2 LPXN LRP1 LYL1 MAMDC2 MAP3K9 MAPK14 MCEE MEF2D METRNL MIS18A MMP8 MPP1 MPPE1 MSH6 MSL3 MSRB2 MZT2B NAV2 NAXE NDNF NDUFA6 NFIC NICN1 NKAP NME7 NOTCH2 NR3C1 NUDT18 OGA OIT3 OPHN1 OSBPL11 PANK1 PARN PARP2 PARP8 PCYOX1 PDE7A PDE8B PDP1 PHLPP1 PIK3AP1 PLIN2 PLPP3 POLD3 POLR2A POLR2G PPIP5K1 PPM1K PRIMPOL PSEN1 RAD50 RAPH1 RASA3 RCBTB2 RETREG2 RFWD3 RFXAP RGS10 RIT1 RNASET2 RSAD2 RTN3 SCPEP1 SDF2 SEC22C SEMA4D SERPINB6 SGSH SLC16A10 SLC30A1 SLC30A5 SLC44A1 SMPD1 SMPDL3A SNX33 STAG2 STARD5 STAT4 SYNPO2 TBC1D10C TBC1D9 TEDC2 TEF THBD TIGD2 TMEM106B TMEM106C TMEM150C TMEM38B TNKS TRAFD1 TST TTC12 UBALD2 USE1 USF1 UVSSA VSIG10 WASF2 WDR81 XPA ZBTB11-AS1 ZFHX3 ZMAT1 ZNF467 ZNF503 GSE26343_UNSTIM_VS_LPS_STIM_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26343_UNSTIM_VS_LPS_STIM_MACROPHAGE_UP AARD ABTB2 ACTN1 AEN AHCY AHR ALDH1B1 APEX1 ARID5A ASAP1 ATP5MG ATP6V0A1 B3GNT2 B3GNT7 BASP1 BATF BATF2 BCAR3 BTF3 C11orf24 C19orf12 C1orf131 CACNB2 CASP7 CCDC38 CCDC86 CD209 CD300LF CD40 CD83 CDC42EP2 CDH1 CEMIP2 CHD7 CHST6 CLDN3 CMKLR1 CMTM6 COX17 CSF2 CSF2RB CTDNEP1 CXCL2 DAXX DCUN1D3 DDX1 DDX39A DENR DIAPH1 DKC1 DLGAP1 DOK2 DUSP6 ECE1 EEF1G EIF6 ELMO3 ELOVL7 EMG1 EML4 EMP1 ERH F10 FAM217B FBL FBLN2 FCF1 FCGR2A FLRT2 FMNL2 FNDC3A FUBP1 GAR1 GART GLIPR2 GNL3 GPATCH4 HILPDA HIVEP3 HLA-DMA HLA-DMB HNRNPA3 HRAS HSPA8 IFI35 IFRD2 IL1RN INHBA IRF4 ISY1 KAZN KDR KLHDC4 LASP1 LRP8 LTF LYRM1 MAP3K8 MAT2A MCF2L MED13L MLLT6 MMP13 MOB3A MREG MRI1 NAAA NFIL3 NFKBIB NFKBIZ NIFK NMD3 NME1 NOC2L NOL12 NOL6 NPM1 NSMF NSUN2 NXN OCSTAMP OPN3 OSTC PFKP PIK3CG PLA1A PLA2G15 PLAU PLXDC2 PNO1 PPP1R14B PRDX6 PRMT1 PROCR PSMB7 PTGS2 PUS1 PUS7 PWP2 PXDC1 QPCT RAI14 RALGDS RASA1 RASA2 RASGEF1B RBMXL1 RBPJ RCL1 REXO2 RGS1 RIPK2 RNF24 RPP40 RRP15 RRS1 RSL1D1 RWDD1 S100A6 SEMA7A SERTAD2 SET SFRP4 SIAH2 SLC1A5 SLC30A4 SLC35B3 SLC7A11 SLCO3A1 SND1 SNHG17 SNRPA SNRPD3 SOCS1 SRGN ST6GALNAC4 ST7 STAP1 STK40 SUB1 TFEC TGFB1 TIAM1 TIMM8A TLCD3A TMA16 TMEM154 TOR1AIP2 TRAF5 TXNRD1 UBE2M UBTD2 UCK2 UPK1B UTP4 VCAM1 VCAN ZBP1 ZFP36 ZNF507 GSE26343_UNSTIM_VS_LPS_STIM_NFAT5_KO_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26343_UNSTIM_VS_LPS_STIM_NFAT5_KO_MACROPHAGE_DN ACOD1 ACSL1 ADAM17 ADORA2B AEBP2 AK2 AREG ARG2 ARHGAP31 ARID2 ATF7 BCL2A1 BCL3 BCOR BTG2 CASP4 CASS4 CCL17 CCL22 CCRL2 CD14 CD40 CD69 CD83 CD86 CDKN1A CEBPB CEP350 CFLAR CISH CSF2RB CSRNP1 CX3CL1 CX3CR1 CXCL1 CXCL10 CXCL16 CXCL2 CXCL9 DAPP1 DCBLD2 DCUN1D5 DDHD1 DKKL1 DNAJC21 DPF2 DTX4 DUSP1 DUSP2 DUSP5 DYRK2 EBAG9 EGR3 EHD1 EIF6 EPOP ERBB2 ERRFI1 ESF1 ETS2 FAM177A1 FAM83E FAS FBRS FGR FLRT3 FNBP1L FOXO1 FOXP4 GADD45B GBP4 GCH1 GDF15 GFPT1 GLIPR1 GPR132 GPR65 GPR84 GSAP HCK HDC HERPUD1 HIVEP3 HLA-B HTR7 HVCN1 ICAM1 IER2 IER3 IFNAR1 IFRD1 IGSF6 IL12B IL1A IL1RN IL2RG IL4I1 IL6 IRF1 ITGA5 JUNB KDM6B KDR KIAA0040 KPNA3 LAMC2 LCA5L LTA MAFF MAP3K8 MARCKSL1 MCL1 MCOLN2 MYL4 N4BP1 NAB1 NCK1 NFE2L2 NFKB2 NFKBIE NFKBIZ NIBAN3 NLRP3 NR4A1 NR4A2 NR4A3 OSM PDE4DIP PDGFB PHLDB1 PIK3R5 PIM1 PLEKHO2 PLK2 PNRC1 PRDM1 PSPC1 PSTPIP2 PTGER4 PTGIR PTPN12 PTPN3 PTPRO RAB20 RALGDS RAPGEF2 RBBP8 RBM22 RBM7 RELA RELB REST RFX5 RNF19A RRAD SAA1 SAMD4B SAMSN1 SEMA6D SERPINB9 SKIL SLAMF7 SLC11A2 SLC2A6 SLC35D3 SLC5A3 SMS SMU1 SNHG3 SOCS3 SOD2 SOWAHC SPATA13 SPIB SPIC SRP54 ST3GAL1 STAT5A TAGAP TAMALIN TGIF1 TIFA TLR2 TNFAIP2 TNFAIP8L1 TNFSF9 TNIP1 TRAF1 TRAF3 TSPAN33 UAP1 UBE2A UBE2E3 UBE2F UBXN2A VASP ZC3H12C ZFP36 ZFP36L1 ZNF516 GSE26343_UNSTIM_VS_LPS_STIM_NFAT5_KO_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26343_UNSTIM_VS_LPS_STIM_NFAT5_KO_MACROPHAGE_UP ABCE1 ACLY ACTN1 AHR ALAS1 ARHGAP31 ARL1 ATIC ATP11B B3GALNT2 B3GNT2 B3GNT7 BATF3 BCL3 BRIX1 CASP4 CD40 CDH1 CFLAR CHD1 CMKLR1 CMTM6 COPS8 CORO2A CXCL2 CYP51A1 DANCR DCUN1D3 DDX54 DENND11 DLST DNAJB11 DNAJC21 EDN1 EGR2 EGR3 EIF3B EMILIN2 EML4 ERGIC2 ERP44 F10 FAM98A FAS FCGR2A FKBP4 FLT1 G3BP1 GAS7 GCLC GEM GNB4 GNL2 GPR146 GPR171 GPR85 GTF2F2 GTF3C6 HECTD1 HEMK1 HIVEP3 HK2 HR HSPA8 HSPH1 ICOS ID1 IFI35 IGSF9 IL4I1 IL6 INPP5A IPO7 IRF4 KAZN KCNK6 KCNQ1OT1 KDM6B KLF9 LCA5L LFNG LSM12 LSS LTA4H LUC7L LZIC MAGOH MAGOHB MAP2K4 MED13L MET MFSD2A MPHOSPH10 MRPL17 MRPS18B MYO1E NDUFAF4 NFKBID NFKBIE NKRF NOL8 NR4A3 NSUN2 NUDC NUDCD1 OCSTAMP ORAI1 OTUD4 PCBP1 PCGF6 PDE4B PDF PICALM PIM3 PINX1 PLA1A PLAU PLEK PLK3 PMPCA PNP PPAT PRMT5 PROCR PRR15 PSMA2 PSMA7 PSMD7 PSTPIP2 PXDC1 RAB20 RANBP1 RANBP2 RARA RARS1 RCN1 RIOX2 RIPK2 RNF24 RRP8 RSL1D1 RUVBL1 S100A6 SELENOS SEMA6D SERPINB2 SF3B3 SH3PXD2B SLC12A4 SLC17A9 SLC35B1 SLC35B3 SLC39A14 SLC5A3 SLC7A1 SOCS1 SPATA5 SPINT1 ST6GALNAC4 STAP1 STARD4 STAT5A STON2 STX6 SUPV3L1 TAF4B TARS1 THUMPD1 TIMM8A TLR2 TMEM171 TNFAIP8L1 TRAF6 TRAPPC4 TRMT10A TSEN54 TTC27 TUBB4B UAP1 UBE2F UBQLN4 UBTD2 UBXN2A URB2 USP10 USP36 UTP15 UTP18 UTP23 WDR1 YARS1 YRDC ZC3H18 ZC3H7B ZFP36L1 ZMYND19 ZNF202 ZNF827 GSE26343_WT_VS_NFAT5_KO_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26343_WT_VS_NFAT5_KO_MACROPHAGE_DN ACP5 ACTN1 ADAM17 ADM ADORA2A ADORA2B AGAP1 AGPAT4 ANKRD17 ANKRD28 ARG2 ARL5B ATP11A B4GALT5 BATF BCL2L1 BCL2L14 BCOR CA13 CALCRL CASP4 CASS4 CCL17 CCL5 CD200 CD70 CD82 CDC14A CDK17 CDYL2 CLCF1 CLCN7 CLEC6A CSF2 CSF3 CTTNBP2NL CX3CR1 DAPP1 DAXX DENND11 DENND4A DKKL1 DUSP14 DUSP16 DUSP5 EBI3 EDEM1 EEA1 EFNA2 EIF6 EPOP ERO1A EXOC3L4 FAM133B FAS FBRS FCER2 FOXP4 GBP2 GBP4 GHITM GIMAP6 GK GNA13 GPR132 GPR183 GPR65 GRAMD1B GRHL1 GTF2B HBEGF HLA-DRB1 HSPA1B HVCN1 IDI1 IFNAR1 IKBKE IL10 IL15 IQSEC1 IRAK3 IRF7 IRF9 ITGB8 JUNB KDM1B KIT KLF10 LAD1 LYNX1 MAB21L3 MAMLD1 MAP3K8 MAPRE2 MARCHF5 MARCKS MKNK2 MMP13 MREG MYO1G N4BP1 NAMPT NCOA5 NCOA7 NFE2L2 NIPAL1 NOTUM NR1H3 NR4A3 NRP2 OASL OPTN OSGIN2 PAPSS2 PCDH7 PDE4DIP PDPN PLEKHF1 PLEKHO2 PNRC1 PPP1R11 PRDM1 PROCR PSME1 PTPN1 PTPN2 PTPN23 RAB12 RAMP3 RAPGEF5 RASA2 RASAL1 RASSF8 RCSD1 RELA REST RFX5 RHBDF2 RHOF RIPK2 RNF149 RNF19A RNF2 RNF34 RPS6KA2 RRAD SAA1 SBDS SEL1L SERPINB2 SETDB2 SGMS2 SH3BP2 SLAMF7 SLAMF8 SLC11A2 SLC15A2 SLC15A3 SLC22A4 SLC2A1 SLC34A3 SLC39A4 SLC7A2 SOCS3 SPATA13 SPECC1 SPRED1 ST3GAL1 ST6GALNAC4 STBD1 STK40 SUB1 SUCO SUGT1 SWAP70 SYK SYNPO2 TANK TENT4A TENT5C TGIF1 TJP2 TMEM120B TMEM176B TMEM267 TNFAIP2 TNFAIP8L1 TNFRSF1B TRAF3 TUBB6 UBE2E3 UBE2F UBE2N UBTD2 UBXN2A VAV3 ZMIZ2 ZNF513 ZNF691 ZNFX1 GSE26343_WT_VS_NFAT5_KO_MACROPHAGE_LPS_STIM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26343_WT_VS_NFAT5_KO_MACROPHAGE_LPS_STIM_DN ABCB7 ABHD4 ALOX5AP AMOT ANKLE2 APOBEC1 ARHGAP18 ARHGEF1 ARL5A ATG7 ATOSB ATP6V0D2 ATP8B4 AURKA BACH2 BAMBI BCKDK BEX1 BNIP3L BORCS6 C2CD5 C3orf14 C4orf46 C6orf62 CACUL1 CAMK1D CC2D2A CD1D CDHR1 CENPN CIC CYFIP2 DBNDD2 DCAF8 DCTN5 DENND4C DEPTOR DGLUCY DNAJC30 DOCK5 DPYSL2 ECHS1 EDEM3 EEF2 EYA3 FABP7 FANCD2 FANCG FMO5 GALK2 GALNT4 GAS6 GGA1 GGA2 GMNN GPR155 GPR162 GPR65 GPR68 GPS2 GSN GTF2A1 GTF2I HACL1 HADHB HPGD IDS IKBIP IL18 IL7R IMPA2 INPP4A IQGAP2 ITGA6 ITPR2 KANSL1 KCNK13 KCTD21 KIAA0319L KIAA0930 KIF13B KIFBP KLHL6 KMT2A LIPA LPCAT2 LPXN LYST MAMDC2 MAN1C1 MAN2B1 MAVS MEGF9 MFGE8 MGLL MICU1 MON1A MPP1 MSH3 MTMR10 MTURN MYLIP NACC2 NAGA NAT9 NFIC NIPAL3 NUDT16 NUSAP1 OPHN1 OSBPL3 PAK1 PARP16 PFKFB3 PHF8 PIGS PIP4K2A PLCB2 PLD3 PLEKHM3 PLPP3 PLPP6 PLXNA2 PMP22 PNPLA7 POGLUT3 PPM1H PPOX PPP1R12B PPT2 PRPS2 PRRG1 PRXL2B PSEN1 PTDSS2 PTPRF RAB8B RAMP1 RAP2B RASA4 RASSF2 RB1CC1 RBBP4 RBBP9 RBL1 RELA RGL2 RMND1 RMND5A RNF167 RNF19A RNH1 RRAGD SASH1 SCLY SCPEP1 SDHAF4 SELENOP SGSH SH2D3C SHTN1 SLC12A6 SLC30A1 SLC6A8 SNX13 SORL1 SPIC STARD5 STRIP2 SYK SYT11 TECPR2 TEP1 TFEB TIFA TLL1 TM2D2 TMCC1 TMCC3 TMEM230 TMEM38B TMEM86A TNKS TP53INP2 TPRA1 TSPAN14 TSSK2 TUSC1 USP15 VPS26C WDR7 XDH ZBTB4 ZC3H6 ZDHHC14 ZFP91 ZMYND15 ZNF512 ZNF746 ZNF839 GSE26343_WT_VS_NFAT5_KO_MACROPHAGE_LPS_STIM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26343_WT_VS_NFAT5_KO_MACROPHAGE_LPS_STIM_UP AAGAB ABI3 ACAT2 ALDH3B1 ALG5 ALOX5AP AMZ1 ANGPTL2 ANGPTL4 AP2S1 ARHGAP19 ARHGAP25 ARHGAP9 ARHGEF18 ARRDC3 ARSB ASTN2 BAMBI C15orf39 C2orf69 C9orf85 CALHM2 CASP2 CBFB CD180 CD209 CDK20 CEBPA CERK CHST14 CLNS1A CLTC CNIH1 CNR2 COL4A2 COMT CPA2 CRHBP CTSA D2HGDH DAB2 DAP DBP DDX31 DECR2 DENND10 DGKZ DMD DMWD DNA2 DNAH7 DYDC2 EIF2AK1 EMB EMC3 EPS8 ETV5 FAM117A FAM117B FAM217B FAM234B FBXO21 FCER1G FGD4 FGFR1 FOXA3 FRAT2 GCNT1 GOLM1 GPD1L GPR160 GSTM4 HACD1 HES6 HESX1 HHEX HMOX2 HNRNPL HPGD HSD17B6 HTR1F IDH1 IFT81 INPP5D IRF2BPL IRF4 KBTBD11 KCNE3 KCNJ3 KLF2 KLF4 KLF9 KPNB1 LOXL3 LPAR6 LPCAT4 LPXN LRP1 MAFB MAPK12 MBNL1 MED25 MEF2D METTL17 MFAP3 MGAT1 MNT MTSS1 NDRG1 NEDD9 NEIL1 NF2 NFATC2 NGFR NHLRC1 NT5M OLFM1 OSBPL11 OTUD1 PAQR4 PAQR7 PDCD4 PDP1 PHF23 PID1 PNP POLK PPOX PRR14L PRSS22 PTPRF PTS PXN RAP2A RASA3 RETREG3 RFK RGS2 RHOV RNASEL RND3 RNF144B RNF44 RPA1 RPL39L SAMD1 SCARB1 SDHAF2 SEPTIN9 SH2D3C SIKE1 SLC25A22 SLC25A45 SLC35E3 SLC36A1 SLC40A1 SLC47A1 SLC66A2 SMIM19 SNX30 SNX33 SOCS6 SPRR3 ST8SIA4 STK24 SYDE1 TAB1 TAL2 TCTA TENT5A THBD TIFAB TLK1 TMEM80 TMEM86A TNFAIP8L2 TNFRSF13B TNKS2 TNS4 TRMT61A TRO UGP2 UGT2A3 USF1 USP22 USP48 USP8 VAMP1 VANGL1 YWHAB ZDHHC8 ZFP36L2 ZFP90 ZNF157 ZNF202 ZNF414 ZNF703 ZNF710 ZRANB3 ZSWIM1 GSE26343_WT_VS_NFAT5_KO_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26343_WT_VS_NFAT5_KO_MACROPHAGE_UP ABHD17A ABL1 ACADM ACOT11 ADI1 ADNP ADSL AMZ1 ANKH ANKRD40 AP1S3 AP2A2 APPL2 ARFGEF2 ARL4C ASB8 ATRX AURKA BORCS6 BPGM BTBD3 BTK C16orf54 C19orf48P C2orf69 C5orf34 C9orf85 CASP9 CBX3 CD200R1L CDH1 CDK2 CDK20 CDKN2C CENPA CHST14 COBLL1 COMT CRTAP CTBP1 DAB2 DDX31 DENND4C DMWD DNAJB14 DNMT1 DOLK DPYSL2 EDEM3 EIF4B EMB ENC1 ENOPH1 ENTPD1 ENTPD4 ERP29 EXOC8 FADS1 FAM111A FAM217B FGD6 FOXP1 FTSJ3 GADD45A GALK2 GALNT9 GLRX5 GNE GRK6 GSK3B GSN GTF2I H3C14 HLTF HPGD HPS3 INPP4A INTS11 INTS6L ITCH ITGAE KDELR1 KIF23 KLHDC10 L1CAM LDLRAD3 LMO2 LPXN MAF MAN2A2 MANBA MARCHF1 MARCHF6 MATK MCM6 METTL5 MIS18A MMS19 MRC1 MRGPRE MRPL12 MRPL2 MSH6 MTIF2 MTMR3 MYC MYCBP2 MYLIP NAA60 NAAA NCAPG2 NCOA1 NET1 NFATC2 NFATC3 NIPAL3 NNT NR1D2 NRBF2 NUDT3 OPHN1 OSBPL2 PAICS PAN3 PATZ1 PCYOX1 PELI2 PLPP2 PNN POGLUT2 POLK POLR2I PPOX PRPF4B PRPS2 PRR14L RAB11FIP5 RAB3IL1 RAP2A RASA3 RBBP9 REEP4 RFWD3 RMND5B RNASEL RNF167 RNF169 RNF44 RPS6KA4 S1PR1 SELPLG SEPHS2 SEPTIN9 SETX SFXN1 SH2D3C SH2D5 SIGMAR1 SKI SLBP SLC26A11 SLC35C1 SLC35E3 SLC45A4 SLC46A3 SLCO3A1 SLK SNX1 SPAST SPTBN1 SSH2 ST3GAL4 ST8SIA4 TEP1 TMEM165 TMEM65 TMX4 TNKS TNKS2 TNRC6B TOP2A TOR1B TOR4A TRMT2A TRMT61A TXNDC16 UCK2 URI1 UTRN VPS26C WDR13 XBP1 XRCC6 YPEL3 ZBTB45 ZFP90 ZFP91 ZMAT3 ZNF395 ZNF710 GSE26351_UNSTIM_VS_BMP_PATHWAY_STIM_HEMATOPOIETIC_PROGENITORS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26351_UNSTIM_VS_BMP_PATHWAY_STIM_HEMATOPOIETIC_PROGENITORS_DN AADAT ADAMTS2 ADAMTS7 ADAR ADGRB2 AIF1L ALDH3A1 ALOXE3 ANAPC11 AQP6 ARF3 ARHGEF28 ASAP2 ATF6B ATP5MC3 ATP5PF ATP6V0E1 ATXN2L AUTS2 AVIL BAIAP2 BBLN BEX3 BTNL2 C16orf96 CACNG6 CALY CBX5 CCAR2 CCDC103 CCDC107 CCDC184 CCDC191 CCNE2 CD2AP CEP128 CEP55 CHRNA4 CKMT1B CLEC1A CLNK CMTM5 CNTNAP2 COL9A1 COMMD5 CORO1A COX14 CTDP1 CYP21A1P DAP DDX55 DEUP1 DHRSX DNPH1 DYNLL2 DYNLRB1 E2F4 ELAC2 ELOVL6 ENPP5 ENTPD2 ENTREP3 EPS8 ERCC6L ERICH3 ERLIN1 FAM86B2 FDXR FGD2 FGD6 FLNB FLT1 FSIP1 GATD1 GCGR GJB2 GNAI3 GNB2 GPI GPR176 HELLS HLCS HM13 HMGB1 HMGB2 HSDL2 HTT IFITM5 IFRD2 IHH IL3RA KAZN KCTD4 KDF1 KDM7A LAD1 LRRC1 LSM4 MAP1A MASTL MICOS10 MOB3B MPPE1 MPZL2 MPZL3 MST1 MYL6 NDUFA4 NDUFAF8 NECAB2 NTNG1 OTOG PAK5 PALM PAPSS2 PARP4 PAXBP1 PCP2 PCYT1B PECAM1 PEX5L PIK3CB PKMYT1 PPIA PPM1J PPP1CA PPT2 PRDX6 PRKAR2B PTPN18 PUS10 RAB38 RAB4B RELL2 RINL RNF123 RNF126 RNF167 RNF213 RPH3A RPL26 RPL7 RPLP0 RPRML RPS14 RPS3 RPS9 RTKN SAMHD1 SBF1 SDHAF2 SETDB2 SGCA SH3BGRL SLC12A3 SLC16A14 SLCO5A1 SMCO4 SMN1 SPOP SRSF2 STAT5A STX17 SUPT5H SV2B TAPBPL TAS2R4 TBC1D13 TDRD5 TEX9 TFF2 THEM6 THSD7B TIAM1 TMEM116 TMEM94 TOMM6 TOMM70 TP53RK TPTE TRAF1 TREX1 TTC5 TULP1 UBE2S UCKL1 UNC93B1 UQCRC1 UQCRQ VILL VPS36 WNT16 XRN2 YWHAQ ZBTB42 ZC3H3 ZNF22 ZNF414 ZSWIM8 GSE26351_UNSTIM_VS_BMP_PATHWAY_STIM_HEMATOPOIETIC_PROGENITORS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26351_UNSTIM_VS_BMP_PATHWAY_STIM_HEMATOPOIETIC_PROGENITORS_UP ABTB2 ACACA ACAP1 ACOX3 ACP1 AFF3 AKT3 ALDH9A1 ARHGEF3 ARL2BP ARL4A ATG3 ATP5IF1 ATP5PB ATP5PF BAIAP2 BANF1 BCL11A BRCC3 C1orf100 C1orf54 CADM1 CASP2 CBFA2T3 CCDC88A CCDC92 CCL22 CCNA2 CCR9 CCT5 CD207 CD40 CEP43 CEP83 CERS6 CETN2 CFAP107 CFAP36 CFDP1 CHCHD1 CISD1 CKS2 CLDN1 CLEC7A CNIH4 COPS5 CORO1A COX17 COX8A CRY1 CXCR3 CYB5A DBN1 DCK DDX3Y DEDD2 DKC1 DR1 DUSP2 DYNLRB1 DYNLT1 EIF3M ELAC2 EPHA5 ERMP1 FKBP8 FYN GDI2 GNAO1 GNPTAB GPI GRK5 H2AJ HDAC1 HIP1 HLA-DOA HM13 HMGN5 HSH2D HSPA2 IFT25 IL18 INTS6 KCNAB2 KCNE3 KIF2C LBH LSM4 LSM5 LY75 LYAR MAGOHB MARVELD1 MBOAT1 MED21 MIA2 MICAL1 MICU2 MOB3B MPPE1 MRPL22 MRPL33 MRPL41 MRPL52 MRPL58 MRPS24 MYRFL NAA38 NADK NAGA NDRG1 NDUFA1 NDUFA6 NHP2 NOP10 NPEPL1 NPM1 NUCB2 NUDT5 NXT1 OCSTAMP PAK1 PALLD PDLIM7 PIGY PIH1D1 PITPNM1 PLPP2 PLTP POLA1 POLD1 POLR1C POLR1H POLR2H POU2F3 PPA1 PPIG PPP2R5A PPT1 PSEN2 PSMA1 PSMA7 PSMB4 PSMB7 PTPA PTPN18 PTPN22 PTRH2 PUM3 RAB11FIP4 RAB21 RAD54L RBCK1 RCN3 REX1BD REXO2 RFC4 RNASE3 RPL23A RPLP0 RPP21 RPS14 RPS3A RPS9 RTCB SAMHD1 SATB1 SDC3 SDHB SEC61G SEPTIN9 SIRT3 SKA1 SLAMF8 SLC36A3 SLC52A3 SNHG6 SNRNP25 SNRPD1 SPACA9 SSU72 STK24 STK38 STX7 SUPT3H TAF13 TAGLN2 TEX10 TIMELESS TNFAIP8L1 TOMM22 TRAPPC5 TSPAN2 TTK TYK2 UBE2K UBTD2 UQCRC2 USP1 ZNF593 GSE26351_UNSTIM_VS_WNT_PATHWAY_STIM_HEMATOPOIETIC_PROGENITORS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26351_UNSTIM_VS_WNT_PATHWAY_STIM_HEMATOPOIETIC_PROGENITORS_DN ABHD5 ABTB1 ADAM9 AGPS ALDH7A1 AMN1 APOE ARHGAP35 ARHGEF40 ARID5A ASAH2 ATF2 ATP7A ATP8A1 B4GALT1 BAMBI BCKDHB BCR BLMH C3orf62 CCPG1 CEP170 CEP95 CEPT1 CHIC2 CHMP7 CMYA5 COPZ2 CPQ CR1L CRAMP1 CSE1L CTDSP2 DCAF13 DDX31 DOK3 DOLK DSE DYNLT3 E4F1 ECH1 ECI2 EDN1 EED EFNB2 ELOA ELP3 ENG EPC2 EPRS1 ETF1 EVA1B FAM3C FBXL20 FOSL1 FUT11 FYTTD1 GADD45A GCLM GDAP2 GKAP1 GLIS3 GLRX3 GMIP GSDMD GTF2E2 GTF3C4 HEATR5A HGSNAT HMCES HSPB1 ID1 INPP5A JDP2 KCTD21 KIFBP KLHL24 KPNB1 LARS1 LMF1 MALSU1 MANBA MAP1LC3B MAP3K20 MAP4K4 MARCHF5 MBTD1 MCRIP2 MED13 MED29 MMGT1 MMUT MNT MPHOSPH9 MYDGF MYL2 NCOA3 NDUFA5 NECAP1 NFYC NKRF NUP42 NXT2 OMA1 ORMDL2 PAIP2 PCMT1 PCMTD1 PDCD2L PDCL3 PEX10 PEX11A PEX6 PFAS PHF20 PHKA2 PIGL PIK3CG PIK3R4 PINK1 PLBD2 PLEKHA2 POF1B POMT1 PORCN PPP2CA PPP2R5E PRDX2 PRDX4 PRDX5 PSMB6 PTPRA PXDC1 RAB5A RAB8B RALBP1 RBM33 RBMXL1 RFX3 RGCC RGMB RIMOC1 RNF115 RNF169 RNF216 RPS19BP1 RPUSD4 RRP1B RUVBL1 SEC22A SEC62 SH3BP5L SIL1 SLC23A2 SLC37A4 SMAD1 SMAD7 SMARCAL1 SMIM14 SMPD2 SPTBN1 SRC ST13 STBD1 STEEP1 STX2 TATDN3 TBL2 TEX261 TFB2M TIFA TMEM135 TMEM18 TMEM208 TMEM209 TMEM222 TMOD1 TRIM8 TRPV2 TSACC TTL TTLL11 UBR1 UBXN4 VDAC3 VPS41 VPS54 VPS9D1 WBP1L WDR35 WLS XPO7 XYLB YIF1B YTHDF1 ZBTB48 ZNF106 ZNF330 ZNF35 ZPR1 GSE26351_UNSTIM_VS_WNT_PATHWAY_STIM_HEMATOPOIETIC_PROGENITORS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26351_UNSTIM_VS_WNT_PATHWAY_STIM_HEMATOPOIETIC_PROGENITORS_UP AAGAB ABCG2 ADPRM AFTPH AJUBA AKTIP ALAS1 ALDH3A2 AMBRA1 ANKS3 ARHGAP31 ARHGAP35 ARL8B ASB4 ATAT1 ATP6V0B ATP9B BANK1 BRI3 C11orf54 C19orf44 CALHM2 CALU CANT1 CASD1 CD151 CHAMP1 CHD7 CIAO1 CRK CSRNP2 CTNND1 CTTNBP2NL CUL1 DDA1 DDIT3 DDX3X DDX5 DEXI DHODH DHX34 DLG3 DNAJC12 DOCK1 DPH2 DPP7 EEA1 EIF1 ELMOD2 ERLIN2 EXOG FAM168B FAM53B FARP1 FCRL1 FERMT3 FHIP2A FNTA FZD8 GARIN4 GBP7 GLB1 GLIS3 GMPR GPATCH1 GPD1L GPR160 GTPBP2 H3-5 HDAC5 IFI27 IGFBP4 IKZF1 IL21R IL7R IQSEC2 IRF2BPL ITM2C IVNS1ABP KIAA0319L KIAA0753 KLF10 KLF7 KLHL18 KLHL7 LAMP2 LAYN LDLRAD4 LONRF1 LRPAP1 MAN2A2 MARS1 MAST3 MDM2 MESD MIER2 MMACHC MPHOSPH9 MT1E MTMR3 MYO7A MZT2B NCKAP5L NCOA5 NECTIN2 NFIX NFRKB NFYC NOP2 NUDT4 NUPR1 OGA P3H4 PCBP4 PCYOX1 PDZD8 PEAK1 PEX6 PHACTR4 PLOD1 POLRMT POMT1 PPP1CC PPP1R10 PREX1 PRPS2 PSEN1 RAD50 RCN2 RERE RETREG3 RHOC RHOQ RNF180 RNPEPL1 ROGDI RRP1B SCAMP2 SEMA3G SFT2D1 SHFL SIPA1 SLC22A17 SLC3A2 SMAD5 SMAD7 SMIM1 SNTA1 SOS2 SPATS2 SPINT1 ST6GALNAC4 STAMBPL1 STRN3 SYTL3 TAF1C TBC1D17 TBL2 TBPL1 TCF4 TCTA TENT4B TENT5C TMCC3 TMEM243 TMEM50A TMEM9B TNFRSF1B TOGARAM1 TOM1 TOR4A TP53I13 TP53INP2 TRAF2 TRAPPC14 TRAPPC2B TSEN34 TTC17 TTC8 UBR1 ULK2 UNC93B1 USP30 USP8 VPS18 VPS37B WIZ YARS1 YPEL2 YPEL3 ZBTB18 ZBTB4 ZDHHC24 ZNF445 ZNF467 ZNF658 ZNF703 ZNF76 ZNF771 ZNF777 GSE26351_WNT_VS_BMP_PATHWAY_STIM_HEMATOPOIETIC_PROGENITORS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26351_WNT_VS_BMP_PATHWAY_STIM_HEMATOPOIETIC_PROGENITORS_DN AAGAB AAMDC ABHD17C ACCS ACVR2A AGPS AKAP13 ALDH7A1 ALG14 ALKBH5 ANKRD50 ANKS3 ARMC7 ARVCF ASPH ATP6V1D B4GALT6 BAZ1B BCKDHB BICRAL C14orf119 C19orf12 CBX7 CCDC186 CDC42EP4 CDK10 CDK5R1 CLUAP1 CMYA5 COMMD9 CR1L CST7 CTNND1 CYP2R1 DDIT4 DGAT1 DMAP1 DNAJC7 DOLK DYNLT3 E4F1 EDEM3 EED ELP2 ELP3 EMSY ENDOG ENG EXOC6B FAM3C FARP1 FGF13 FUT11 FZD8 GAN GAS2L1 GGNBP2 GHDC GKAP1 GNA13 GSDMD GSDME HGSNAT HIVEP3 HK3 IFTAP IKBKG IL6ST IRS2 ITGB3BP ITPKB KCTD18 KCTD3 KIF1B KIFBP KLHL24 LAP3 LMF1 LTF LUC7L2 LUZP1 MADD MAEA MAP2K3 MAP3K4 MAP3K5 MAPRE2 MARCHF5 MBTD1 MESD METTL23 MMP9 MMS19 MON1B MOSMO MTF1 MTRES1 MYMK MYO1E NAT8L NKRF NMD3 NRROS ODR4 OGFOD3 PCM1 PCMT1 PCMTD1 PCP4 PDZD8 PER3 PHF20 PHIP PIGP PIGX PIK3R4 PLBD2 PORCN POU2F2 PPM1E PPP2CA PRKCE PRRC1 PRUNE2 PSMA8 PUM2 PXDC1 QSER1 RAB27A RAB35 RAB5IF RABEP2 REPS1 RGL2 RMND5B RNF115 RNF121 RNF216 RRAGC RRP1B RSRC2 RWDD3 SEC22A SFR1 SHISA5 SLC22A17 SLC25A53 SLC38A9 SLFN13 SMCR8 SNRNP48 SNX14 SOCS6 SPAST STEEP1 STRIP1 STX2 TATDN1 TBL2 TEF TFB2M TIAL1 TIMM21 TMED5 TMEM243 TMEM267 TMEM65 TMEM68 TMF1 TMOD1 TNNT1 TOE1 TRIAP1 TRIM8 TRUB1 TSSC4 TTC27 TTC39B TUBGCP6 TWF1 UBA5 UBLCP1 UBR1 USP19 WLS XPNPEP3 XPO7 XYLB YPEL2 YTHDF1 YTHDF2 ZBTB11-AS1 ZBTB48 ZDHHC18 ZNF32 ZNF513 ZNF622 ZNF862 ZRSR2 ZSWIM3 GSE26351_WNT_VS_BMP_PATHWAY_STIM_HEMATOPOIETIC_PROGENITORS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26351_WNT_VS_BMP_PATHWAY_STIM_HEMATOPOIETIC_PROGENITORS_UP ABCA2 ABCB8 ABCG4 ACACB ADAMTS9 ADD3 ADGRB2 AIF1L AKR7A2 ALOX12B ANK1 ARNT2 ATP5PO BCL2A1 BCL2L14 BFSP1 BLM C12orf43 C1orf21 C3orf80 CA9 CACNB3 CCAR2 CCDC184 CCDC71 CDC42EP2 CDCP1 CDK1 CDKN1B CENPF CENPN CEP63 CEP83 CLCN1 CLEC1A CNOT3 CNTNAP2 CNTROB COL1A2 COL9A1 COMMD5 CORO1B CORO2A COX17 CRIP1 DCDC2 DDHD1 DMRTB1 DYDC2 E2F2 E2F4 E2F8 ECT2 EIF2S3 EML5 ENSA ENSG00000250803 ERH ESRRB FADS2 FAM163A FANCG FILIP1L FSTL3 FUT7 FUT9 FYN GAL GJB1 GLS GPBP1L1 GPI GRIP1 GRPR HES7 HMG20B HNRNPA3 HNRNPUL2 HSPE1 HYPK IFI27L2 IFRD2 INSM1 ITGB2 JAK3 KCTD4 KCTD8 KDF1 KIF15 KLHL26 KRI1 KRT32 KRT72 LAGE3 LAT2 LBH LIMK1 LMNTD2 LRRC8C LSM5 LY75 MAP1A MAP2K6 MARVELD3 ME2 MED12 METTL7B MNS1 MOB3B MPPED1 MTMR1 MYOZ1 MYRF NACC1 NARF NCAPD2 NDUFA6 NEK8 NNMT NTNG1 NWD2 OAT OGT PAK5 PCBP3 PIAS4 PIP4K2A PLAG1 PLEKHJ1 PLIN3 PLK1 PLK4 POLD1 POLE PPP4C PRC1 PROKR1 PSMD8 PUS10 RANBP1 RAP1A RAPGEF1 RASGRP4 RBL1 RELL2 REST RINL RNF167 RPA3 RPGRIP1 RPL18 RPL36A RTN1 S100A10 SAMD4B SAMHD1 SCUBE1 SEC61G SECISBP2 SET SFRP1 SH3BGRL SH3BP4 SIK1 SIX3 SKA1 SLC13A5 SLC6A2 SMN1 SNORD89 SNRPD1 SNRPF SPOCK1 SPTSSA SRY SSU72 STARD10 SVEP1 TEX9 TFF2 TGM2 THEM6 TMEM116 TMEM52B TNFAIP8L1 TRAPPC6B TRIOBP TRPV6 TSPAN15 TUSC1 UCKL1 UGDH UGT3A2 UQCR10 USP5 VRK1 XRN2 ZSWIM8 ZWILCH GSE26488_CTRL_VS_PEPTIDE_INJECTION_HDAC7_DELTAP_TG_OT2_THYMOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26488_CTRL_VS_PEPTIDE_INJECTION_HDAC7_DELTAP_TG_OT2_THYMOCYTE_DN ACVR2A ADAR ADM AGAP3 AKR1B15 AMPD3 ANAPC1 ANK3 ANP32A ANXA1 AP1S2 APOE ARID1A ATG2A ATM ATRAID ATXN10 B3GALT6 BGN BMP1 BPNT2 BSG BTG2 CAPNS1 CARM1 CBR3 CCN2 CCT6A CDCA5 CERS2 CFL2 CHGA CHMP3 CHST2 CIAPIN1 CLPB CMTM3 COL19A1 CPNE3 CPXM1 CRK CSAD CSTPP1 DCN DDHD2 DDR1 DES DGUOK DIPK1B DNAJB1 DPM3 EFNA4 EIF3D EIF4E ELOC ERRFI1 ESYT1 EXOC7 FERMT2 FGF11 FLOT1 FLOT2 FOSB G0S2 GABPA GALNT2 GBP4 GCSH GEM GLG1 GRK6 GRN GYS1 HCK HEY1 HSF1 HSPBP1 HYAL2 IFNGR1 IGHM IL13RA1 IPO4 IRAK1 IRS2 IRX3 ISL1 ISYNA1 JCHAIN KAZALD1 KCTD10 KIF1C LAGE3 LATS2 LIMA1 MACROH2A1 MAFK MAGED1 MAN1A1 MAN2B1 MATN4 MBD3 MCM7 MMS19 MPRIP MRE11 MRPL14 MRPL52 MRPS31 MYD88 NID2 NME1 NPHP1 NPNT OAT OTUD7B P2RX6 PAWR PDLIM1 PEX6 PIAS3 PIK3R2 PLK2 PLPBP POLD1 POLR2D PPP1R14B PRMT1 PTK2 PTPN18 PURA RALGDS RANBP3 RBMS2 RBP1 RBPJL RCAN3 RCN1 RGL2 RGS3 RHBDL3 RNPEPL1 RNPS1 RO60 RPL22 RPL7 RPP21 RPS8 RRAD RWDD1 RYK SART3 SELE SHC1 SLC1A5 SLC22A17 SLC50A1 SMO SNTA1 SNX17 SPARC SPARCL1 SPEF1 SPRR2A STAT1 STEEP1 STT3B SYNPO TAX1BP3 TBCA TDRP TENM1 THBS3 THOC3 TINAGL1 TIPARP TMEM106C TNFSF10 TOM1L1 TPD52 TPT1 TRIM47 TRMT1 TSPAN7 TTC3 UBE2D3 UBXN4 UGCG UNC119 UNC45A UTP20 VSNL1 WDR45B WDR83OS ZC3HC1 ZFAND5 ZFP36 ZFP90 ZNF598 ZNF746 ZNF821 GSE26488_CTRL_VS_PEPTIDE_INJECTION_HDAC7_DELTAP_TG_OT2_THYMOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26488_CTRL_VS_PEPTIDE_INJECTION_HDAC7_DELTAP_TG_OT2_THYMOCYTE_UP AKR1B15 AKR1C2 ALOX12B ALOX15 ALPL AMELX AMOTL2 ANXA8 APCDD1 APOBEC1 ARL5A ATG5 BPGM BPIFB1 CA3 CA8 CALB2 CALCR CALML4 CASP14 CCDC80 CCL1 CCL13 CCL21 CD5L CDKN1C CDKN2B CES1 CGA CHRNA1 CITED2 CLCA1 COL6A3 COTL1 COX6A1 CPNE6 CRISP3 CRX CRYAA CRYBG1 CSF1R CSF3R CST8 CYB561 CYB5B CYP24A1 DBI DIAPH3 DIO2 DKK1 DSP DUSP11 ELF5 ERBB3 ERMP1 ETV1 EZH1 FABP1 FAM171A1 FBP1 FGF3 FGFBP1 FGG FMO1 FMO3 GAL GAS2 GATM GDNF GIPC2 GRPEL2 GSTM5 GTF2F1 HBE1 HERC2 HMGCS1 HPGD HS3ST1 HSPA8 HTATIP2 HTRA1 IDH1 IFI27 IGF2R IL5 IL7 IL9 INS IRGM ISG15 ITIH3 ITIH4 KAT2B KCNE5 KHDC1L KLK6 KRT12 KRT13 KRT2 KRT7 KRT77 LAMTOR2 LDHC LDLR LGALS2 LGALS3 LGALS4 LIPC LMO7 LSM14B LTF MAGEL2 METTL9 MFN1 MLLT3 MMP13 MPO MT4 MUC13 MX1 MYBPC3 MYOC NAALAD2 NAV1 NDUFA3 NEFH NFATC1 NID1 NUDT19 PAH PCSK5 PDIA4 PEPD PLG PNOC POMC PPA1 PPL PPY PRDX6 PRPH PTGR1 PTH1R PTPRJ RAB11A RANBP10 RARRES2 RCN1 REEP6 REN RGN RGS2 RGS8 RHD RPS11 RPTN RTN1 SAG SCD SCG2 SCT SERPINA10 SERPING1 SIX1 SLC12A3 SLC34A1 SLC34A2 SLC39A4 SLC6A13 SLC6A8 SPARC ST3GAL4 SUCLG1 SUGT1 SULT1B1 SYTL4 TAC3 TACSTD2 TBXT TFAP2B TGFBI TMEM45A TNNI1 TPO TRO TSC22D1 TSG101 TXN UCP1 UGT2B10 VAMP8 VCP VNN2 VTI1B WLS WSB2 WWC1 ZBTB14 ZNF239 ZP3 GSE26488_CTRL_VS_PEPTIDE_INJECTION_OT2_THYMOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26488_CTRL_VS_PEPTIDE_INJECTION_OT2_THYMOCYTE_DN ABCA1 ABCD4 ADAMTS6 ADD1 ADD3 AFF3 AHNAK AIDA AKNA ALCAM ANKRD13D ANKRD44 AP1M1 ARHGAP45 ARHGEF18 ARHGEF3 ARID1A ATP1B1 ATP6V0A1 B3GNT5 BACH2 BCL6 BET1L BIN2 BRWD1 BTLA C1GALT1 CACNA1I CARD6 CC2D2B CCND3 CCR6 CD200 CD55 CD69 CDK19 CERK CHCHD10 CHST15 CIB4 CIITA CITED2 CMAHP CORO1A CRIP3 CRISP3 CSNK1G3 CTSH CUX1 CXCR4 DCLK2 DENND5B DGKA DGKD DMXL1 DNAJC9 DOCK11 DYRK2 EGR1 EMP3 ENPP1 FCHSD2 FCMR FGD3 FLI1 FLNA FLNB FMNL1 FOXO1 FRY GABRA2 GATAD2B GGA2 GIMAP3P GIMAP4 GMFG GRAMD1A H3-3A HORMAD1 ID1 ID3 IL21R IQGAP1 IRF2 ISG15 ITGB7 IYD JAK1 KDM7A KIF21B KLF2 KLF6 LBH LCP1 LGALS3 LMBRD1 LMO2 LRIG2 LRP12 LSP1 MAP4K4 MBLAC2 MECP2 MED13 MEF2C MSN MYADM MYH9 MYO1G NCOA1 NDC80 NEURL3 NRM NSMCE1 PARP1 PDE2A PGAP1 PICALM PKP3 PLEKHO1 POLD1 PPP3CA PRLR PSD3 PTK2B PTMA PXK RAD21 RAPGEF6 RASA3 RASGRP2 RASGRP3 RETNLB RFC1 RFK RHOH RICTOR RIPOR2 RNF122 RNF144A RNF38 RRM2B S100A10 SAMHD1 SATB1 SBK1 SCML4 SELE SELL SGK1 SH3BP2 SH3BP5 SLAMF1 SLC9C1 SMAP2 SMARCC2 SMC3 SMC5 SNORD35B SNX2 SNX29 SNX9 SORL1 SPSB4 SSBP2 SSPN ST6GAL1 STAP1 STAT4 TBC1D1 TEC TGFB1 TMSB10 TNFRSF13C TNIK TRIB2 TRIM25 TRIM59 TUBA1A VIM WASF2 ZAR1L ZNF318 GSE26488_CTRL_VS_PEPTIDE_INJECTION_OT2_THYMOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26488_CTRL_VS_PEPTIDE_INJECTION_OT2_THYMOCYTE_UP ADGRD1 ADH6 AGAP11 ALKBH4 AMELX AMZ2 ANAPC15 ANKRD24 ANKRD30A ARSK ATP2B1-AS1 ATP5ME B9D2 BCDIN3D-AS1 BTBD8 BTN1A1 C15orf62 C2orf42 C3orf62 C4orf45 CACNA1I CALU CBY1 CCDC86 CCL8 CD36 CEBPE CFAP73 CHMP4A CHST5 CLUL1 COMMD6 COPS9 CPS1-IT1 CSRP3 CUTALP CYP2W1 DAOA DCTN1-AS1 DDIT4L DGCR6L DHX37 DNAAF5 DNAH1 DUSP26 ECHDC3 EEF2KMT EHF EML6 ENSG00000255428 EOLA2 ERN2 ESD ETNPPL FABP2 FABP6 FAM184B FOSL2-AS1 FOXE3 FRMPD1 FZD9 GABRR1 GALNTL6 GBP6 GCC1 GFI1B GLYAT GPHB5 GPLD1 GPR89A HAVCR2 HCAR3 HDDC3 HEXB HMGCL HTR5A IFT88 IGKC IGSF6 IL17B IL22RA1 INTS10 ITGB1BP2 ITIH3 KAT6A KIAA1210 KLHL13 KRT38 LAMP1 LENG9 LEPROTL1 LINC01600 LRRC3 LTA LYSET MARVELD1 MEST MOCOS MRPL20-AS1 MRPL51 MRPS21 MRPS5 MTLN MYO16 NAT8 NDEL1 NDRG1 NDUFS4 NHLH1 NIBAN1 NPR2 NSD2 NTRK1 NVL OLFM4 OXLD1 PAQR4 PCDHB19P PCED1B-AS1 PIP5KL1 PLSCR2 PP2D1 PPIA PPP4R1 PROS1 PTPRJ REN REPIN1 RFLNB RGS1 RILPL1 RNF2 RPL36AL RPPH1 RSPH4A S100Z SCO1 SCRT1 SEL1L2 SENP2 SESN1 SHD SLC26A1 SLC45A2 SLC52A1 SLC5A12 SLCO5A1 SMO SNHG1 SNORD8 SNX22 SPEF1 SPOCD1 SRXN1 SSH3 SURF6 TAFA2 TBX1 TCEAL4 TECRL TLE3 TMEM185B TMEM220 TNFRSF8 TOE1 TRAPPC4 TREH TRIM9 TRPV4 TSPEAR-AS2 U2AF1L4 UPP1 VAMP5 VIRMA WNT9B XPO6 XRCC5 ZAN ZC4H2 ZCWPW1 ZFP62 ZNF276 ZNF32-AS3 ZNF473CR ZNF662 ZNF664 GSE26488_HDAC7_KO_VS_VP16_TRANSGENIC_HDAC7_KO_DOUBLE_POSITIVE_THYMOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26488_HDAC7_KO_VS_VP16_TRANSGENIC_HDAC7_KO_DOUBLE_POSITIVE_THYMOCYTE_DN AANAT ABCB1 ACAD9 ADH4 ADIPOQ ADIPOR2 ADPRM ADRB2 AK2 ALAS1 ANTXR2 APBA2 APOC2 APOM ARF4 ARHGEF3 ARL6IP1 ATOH7 ATP6V0E1 ATP6V1B2 BCHE BDKRB1 BMP2K CAB39L CACNA1S CADPS CALCB CALML5 CCL22 CCR6 CD200 CD70 CD80 CDC42SE2 CDC7 CDK14 CIAO2A CRP CSF2RB CTSS CWC15 CXCL13 CYBA CYP26A1 CYP27B1 CYP3A43 CYTIP DCTN3 DDX19A DNM2 DOCK5 EBF2 EBI3 EGFL8 EIF4ENIF1 ENTPD4 EOMES EPHX2 ERO1A ETFBKMT F11R F2 FABP5 FBXL12 FCRLA FGF4 FNDC7 GAD1 GALNT11 GAS7 GDAP2 GDI1 GLA GSS GTF2A1 GUCY2C HLA-DMB HLA-DOA HLA-G HPCA HSPA14 HSPA4L IFT25 IGDCC3 IL12A IL12B IL1R2 IL7R ITIH1 JAGN1 KCNJ3 KCTD9 KRT20 KRT77 LACTB2 LAMP1 LHX1 LXN MAP3K1 MAS1 MFSD4A MIA MICOS10 MRPL13 MST1 MYB NAA38 NAT1 NAT2 NCOA2 NCOA4 NDRG4 NDUFA1 NEDD1 NSMCE3 NUCB1 NXPH2 P2RX4 PCP4 PDYN PGAP4 PIK3C3 PITPNC1 PKIA PKIG PLA2G10 PLD1 PLEKHB2 PLK4 PNKD PPARG PRKCA PRKD1 PRPF6 PSME2 PTGER3 RAB17 RAB8A RAD17 RAD50 RASA3 RASD1 RGS16 RNASEH2B RNF14 RRM2B RTN1 S100A3 S100G SARAF SCIN SDHAF1 SDSL SEL1L SELENOK SEPSECS SGPL1 SIRT1 SLC25A11 SLC34A1 SLC5A1 SLC7A7 SLCO5A1 SNCG SP3 SPAST SPATA6 SPPL3 SRXN1 STAM2 SULT1B1 SUMO3 SYT17 TBCEL TEF TFAP2B TFAP2C TFCP2L1 THRSP TM4SF5 TM7SF3 TMED1 TMEM134 TNFRSF11B TNFRSF9 TNFSF9 TPH1 TSNAX TTC1 TTK UBL3 UBXN1 USP15 USP8 VAMP8 VDR VPS26A ZDHHC14 ZNF362 ZP2 GSE26488_HDAC7_KO_VS_VP16_TRANSGENIC_HDAC7_KO_DOUBLE_POSITIVE_THYMOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26488_HDAC7_KO_VS_VP16_TRANSGENIC_HDAC7_KO_DOUBLE_POSITIVE_THYMOCYTE_UP ACTG1P25 ADAM2 ADGRE2 ADTRP AJUBA ALG10 ALG9 AMBP AMIGO2 ANKLE2 ANKRD7 ANXA5 APBB2 APOH AQP3 ARID1A ATF7 ATXN7L1 B3GLCT BCLAF3 BRAF BRMS1L BTBD8 C2CD5 C8orf34-AS1 C9orf152 CACNA2D3 CALD1 CD300LD-AS1 CD34 CEP120 CKLF CLEC5A CNOT9 CPA6 CREB5 CSAD CTAGE11P CTCF DDX47 DIDO1 DSC2 DSE DUSP11 DUSP4 EARS2 EEA1 ELF2 EML1 ENSG00000124835 ERF ETV6 FAM110B FAM120C FAR2P1 FCGR1BP FGF13 FGF18 FILIP1L FKBP1B FNDC1 FSTL5 GAN GAPVD1 GNPDA2 GPC5 GPER1 GPHN GPR137C GPR75 GPX5 GREM1 H2AC8 HBP1 HECTD2 HELLS HHATL HIF1A HIPK4 HISLA HLTF HMGN3 HNRNPA1L2 HNRNPM HYLS1 IFNE IQCM KAT14 KCTD16 KIDINS220 KIF20B KLHL32 KMO LGALSL LMTK3 LNP1 LRRC1 LRRC8C LRRCC1 LSM5 MAGEA11 MAP3K7CL MCCC1 MDS2 MERTK MICU3 MINAR1 MROH2A MYH2 NBN NECAP1 NKIRAS1 NLN NOXRED1 NT5C1B NUBP1 NUFIP2 OBSCN-AS1 OPRM1 OR7E14P PELI2 PGM1 PHAF1 POLA1 PRDM10 PRDM2 PRIM2 PSRC1 R3HDML RAB31 RAB8B RABGEF1 RBM20 RBP1 REG4 RGS12 RHPN2 RIMKLB RNASEH2B RNF5 ROR1 RPL10L SAMD4A SELENOT SERPINB9P1 SGMS2 SI SLC12A2 SLC36A1 SLC38A5 SLCO1B1 SMARCA2 SMG8 SPATS1 SPICE1 SPPL2A SPTA1 STYK1 TAF4B TAF8 TH THBS1 TIGD7 TM4SF1 TMEM217 TNFSF13B TNMD TP73 TTN U2AF2 UBAC2-AS1 UBE2D2 UBE2E3 UBR7 USP29 UTY VAMP4 VGLL1 WDR26 YTHDC1 ZCCHC2 ZFPM2 ZNF17 ZNF268 ZNF589 ZNF605 ZNF776 ZNF804A ZNF84 ZRANB2 GSE26488_WT_VS_HDAC7_DELTAP_TG_OT2_THYMOCYTE_WITH_PEPTIDE_INJECTION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26488_WT_VS_HDAC7_DELTAP_TG_OT2_THYMOCYTE_WITH_PEPTIDE_INJECTION_DN ACAA2 ACSL4 ACVR1 ACY1 ADK AHNAK ALDH2 ALOX15 AMPD3 AMY2A ANP32A ANXA3 ANXA7 AQP4 ARG1 ARL8B ARPC2 ASCL1 ATF4 ATP2A3 ATP8A1 BGN C4orf48 CAPRIN2 CARHSP1 CAVIN3 CCN2 CDR2L CHPT1 CLN8 CMTM3 COL6A2 COMT COPS3 COPZ2 CP CPXM1 CPXM2 CSAD CSE1L CSNK1E CTDSP2 CYB5A DAG1 DDR1 DHX9 DPP6 ECE1 EGR2 EMP1 EPB41L2 ERGIC1 ERI2 ETHE1 ETNK1 ETS2 EXOSC7 EXT1 FADS1 FBL FBLN2 FERMT2 FGF11 FGFR2 FKBP7 FMO1 FSTL1 FXN GAR1 GAS2 GAS6 GBP2 GNL2 GPC4 GSTO1 H19 HES6 HEY1 HGSNAT HIVEP2 HOXA2 HS3ST1 HSD17B4 IER3 IFI27 IFIT3 IFNAR2 IGF2 IGF2R IL6ST IRS2 ISG15 JUN KCND2 KCNH1 KCNK1 KCTD10 KDM5B KIF16B KLF2 KLF3 KRT4 LATS2 LYSMD2 MAGED2 MAP3K4 MAPK12 MARK3 MBD6 MOCOS MORC4 MYO1B N4BP1 NASP NAV2 NDUFB5 NEDD4L NID2 NIPSNAP2 NPR3 NSUN2 NTRK3 OAT PBX3 PCBP2 PHB1 PHF13 PITHD1 PLD2 PLEKHA7 PLK2 PMP22 POSTN PPP2CB PPP2R3C PRDX6 PRMT1 PROM1 PRSS23 PTCD3 PTGS1 PTHLH PTPRJ PYGB QSOX1 RALGPS2 RDH13 REST RGS2 RHOQ RHPN2 RNF4 RPL22 RSU1 RXYLT1 S100A10 S100A9 SAG SCG2 SDC4 SENP6 SLC12A7 SLC1A4 SLC29A1 SLC2A4 SLC38A4 SLC39A8 SLC46A1 SLC4A7 SLCO3A1 SMAP2 SMO SOCS3 SPEG SPRR2A SRSF6 SVIL SYNGR1 SYTL4 TGFB3 TGFBI THBS1 TIAM1 TIPARP TNFRSF21 TOM1L1 TPBG TSPAN31 TSPAN6 TTC27 TUBB6 TXNDC16 TXNRD1 UNC119B VSNL1 YBX3 ZC3H11A ZFHX3 ZNF326 GSE26488_WT_VS_HDAC7_DELTAP_TG_OT2_THYMOCYTE_WITH_PEPTIDE_INJECTION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26488_WT_VS_HDAC7_DELTAP_TG_OT2_THYMOCYTE_WITH_PEPTIDE_INJECTION_UP ABCC2 ABHD5 ACLY ACY3 ADH4 ADPRM ALOX15B AP3B1 AP3S1 AQP8 ATP1B1 B4GALNT1 B4GALNT2 BPIFB1 C18orf32 C1QB CALCR CAPG CBX4 CCDC88A CCL22 CCNG1 CCR5 CCR6 CD40 CD80 CD82 CDH9 CDK14 CEL CFP CHMP5 CLCN1 CLP1 CLTC COL6A3 COMMD5 CRYL1 CS CSF3R CST8 CTNNA2 CTSZ CYP17A1 CYP24A1 DBI DCTN3 DKK1 DPP3 DTX2 DUSP16 EHD1 EIF6 ELF5 EMC2 EMC8 EML5 ENO2 ENTPD4 EOMES EPB41L4B EPOP EPS8 ETF1 ETV1 FABP5 FAM118B FBXW11 FEZF2 FGFBP1 FNBP1 FRZB GATM GBX2 GLRX GOLM1 GREM2 GSTT2 HAND1 HAS2 HCN1 HCRT HK2 HLA-A HLA-DOA HOXB13 ICAM5 IFNG IKBKE IL10RA IL12RB1 IL15 INSM1 IRF5 KLC4 KMT5C KRT16 KRT2 KRT71 LARP4B LDHB LDHC LIPC LPL LTB MAFB MAP2K6 MAP3K1 MATN3 MCCC1 MDP1 MELTF MESP2 MFSD4A MICOS10 MOCS2 MPO MSC MVD NAT1 NFATC1 NHERF1 NMU NR0B1 NUDT4 ORMDL1 PAK2 PAQR7 PCBD1 PDLIM7 PDRG1 PHLDB1 PIPOX PKIA PLA2R1 PLAT PNKD PNOC POLG2 POLR2G POMC PPL PSMB10 PSME2 PSTPIP1 PTGR1 PTPN5 RAB11A RAB3IL1 RAB8B RAP1GAP REEP6 RGS16 RNASE3 RPS6KA1 RRAGC S100A3 S1PR1 SAT1 SDSL SEMA3E SEPHS2 SERPINA10 SERPINA12 SGCG SLC12A1 SLC12A3 SLC1A2 SLC5A1 SLC6A13 SLC7A9 SMPDL3A SNAPC3 SNX10 SPG21 SRP9 ST8SIA3 STK10 SULT1B1 SYT11 SYT8 SYTL4 TBXT TFF3 THRSP TM4SF5 TMEM199 TMEM45A TNFAIP8L1 TNNC1 TSPAN32 UBD USP15 USP18 VOPP1 VSX2 WNT1 WNT11 WNT5B ZFAND6 GSE26488_WT_VS_HDAC7_KO_DOUBLE_POSITIVE_THYMOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26488_WT_VS_HDAC7_KO_DOUBLE_POSITIVE_THYMOCYTE_DN ABCA11P ACTN2 ADGRB3 AKT2 ALDH18A1 ALKBH5 AMIGO3 AREG ASGR2 ATP5MF ATP5MG AVP AZIN2 BHLHE40 C10orf53 C5 C9orf24 CALHM2 CCDC54 CCL5 CCN1 CD160 CD83 CDC37 CHEK2 CHRNA3 CHST3 CISH CITED1 CLCF1 CLEC18A CLRN1-AS1 CNDP1 CPE CRABP2 CRNN CSNK2B CST5 CSTA CXCL2 CYP2A6 DAOA DDOST DHX34 DSCAM-AS1 DYNLRB2 EDA2R EDEM1 EGR3 EHD4 ELAVL2 EPAS1 FAM163A FAM186B FAM193A FCRL3 FLOT1 FLT3 FOXN3-AS2 FSD2 FST GAL3ST3 GANAB GAS8-AS1 GBP6 GJA4 GLRA3 GLYAT GPR143 GPR83 GRPR GUCA1C HELQ HLA-DOB HSD3B1 HSP90AB1 IFIT2 IPO13 IRF1-AS1 ITPR1 JMJD6 JPT2 KHDRBS3 KYAT1 LCIIAR LINC00161 LINC00474 LINC00667 LINC00668 LINC00930 LINC01120 LINC03007 LMAN1L LPAR1 LRFN5 LTB LYPLA2 M1AP MALL MDK MED16 MEI1 MEP1A MGAT5 MMP24 MRLN MRPL37 MYBPC2 NDUFB7 NEK9 NHLRC2 NMUR2 NOS3 NR2C2AP NYAP2 OASL OPN5 OR10A5 OR2S2 P2RX2 PCBD1 PGAM1 PHYHIPL PIP5K1A PISD PKDCC PLA2G2D PLAAT1 PLCB4 POLD2 PRSS8 PTGS2 PXDNL RAB11FIP5 RAB25 RARS1 RCAN1 RDH16 RGS12 RHOXF1 RNF182 RPS27 RRH SBSPON SCAMP2 SERHL2 SF3B5 SHANK1 SLC16A3 SLC20A2 SLC22A11 SLC22A12 SLC35B1 SLC7A5 SLC7A8 SLC8A2 SNRPB SPRR1A SRSF4 ST6GALNAC4 STARD7-AS1 SUSD4 SV2B TAS2R19 TBC1D5 TEX26-AS1 TGFBI TIMM8B TNFAIP2 TNFSF14 TNIP3 TNN TOP3A TOP3B TRAF4 TRIM62 TRIM68 TSR1 TTC7B TUBB4A UNC119 USP2 VMA21 WDR49 WFDC5 YRDC ZDHHC3 ZNF257 ZNF426 ZNF460 ZNF473 ZNF473CR GSE26488_WT_VS_HDAC7_KO_DOUBLE_POSITIVE_THYMOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26488_WT_VS_HDAC7_KO_DOUBLE_POSITIVE_THYMOCYTE_UP AASDHPPT AATBC ACBD3 ADSS2 AGBL2 AKAP10 AKR1E2 ALDH9A1 ALG1 ANP32E APRT ARL2 ASCL2 ASH1L-AS1 ATXN10 AVEN BCLAF1 C16orf92 C1orf210 C2orf68 C2orf74 CAMK2N1 CAMSAP3 CCDC127 CCDC150 CDCA7L CEBPB CELF1 CEP120 CEP295 CFAP69 CIR1 CLK1 CLK4 COBLL1 CPLANE2 CRNDE CSDE1 CSTF2T CTPS2 DCDC2B DDX39B DENND5B DHX15 DLST DTL EIF4B ENO3 ENSG00000124835 ENSG00000268403 ERMN EXOSC7 FAM117A FARP1 FIGNL1 FNBP1L FOXO1 FRMD8 FTX GABPB1-IT1 GADD45GIP1 GATB GOLIM4 GULP1 GXYLT1 HECA HES1 HIBCH HMG20A HMGCL HNRNPA3 HOOK1 HOXA10 HOXC6 HOXC9 IDH3B IGF2BP3 IL34 IPP IRF2BPL KANK2 KATNB1 KICS2 KLF9 KLHL31 KLRA1P LEMD3 LFNG LGALS2 LINC00290 LINC00656 LINC00938 LINC01098 LINC01354 LINC02381 LNPEP LRIG3 LRRC37A16P MANSC1 MAOA MAP3K7 MARCHF8 MATCAP2 MATR3 METRN MICOS13 MTBP NAXD NHERF4 NKAP NKX3-2 NRIP1 NUCB2 NUDT12 NUDT16 NUPR1 OR10R2 OSBPL2 OSBPL8 PDE11A PEX14 PIGG PIK3C3 PKD1 PLEKHA5 PPOX PRSS58 PSMC5 PSME2 PTCH1 RAD17 RBM46 RNF141 RNF168 RPN1 RRN3P3 RXRB RYK SCNN1A SELENOH SELENOP SERINC3 SESTD1 SHARPIN SIGLEC8 SLC25A36 SLC30A9 SLC3A1 SLC40A1 SLC7A7 SMAD6 SNAPC5 SORBS2 SOS2 SPAG16 SRSF10 STX16 SYNJ2BP TARS3 TECR TENM1 TEP1 TERF2IP TGM3 TMEM129 TMEM132D TMEM42 TNFRSF10A TOB1 TRAPPC14 TRIM7 TSPYL1 TTC22 TTLL11 UBN1 UHRF1 UNG UPF2 USP37 WEE1 WWC2 YIPF4 YTHDC2 YY1AP1 ZBTB7C-AS2 ZHX1 ZMYM2 ZNF112 ZNF252P ZNF280C ZNF514 ZNF570 ZNF623 ZNF692 ZNF738 GSE26488_WT_VS_VP16_TRANSGENIC_HDAC7_KO_DOUBLE_POSITIVE_THYMOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26488_WT_VS_VP16_TRANSGENIC_HDAC7_KO_DOUBLE_POSITIVE_THYMOCYTE_DN AATF ABHD5 ABR ACKR2 ACKR3 ARHGEF12 ATF6 ATXN1 BCAP29 BCAR3 BCL7A BID BLK BLNK BMP2K BZW2 CACNA1E CAPN2 CARMIL1 CD274 CD300LF CD36 CD38 CD81 CD9 CDC42BPB CIBAR1 COQ8A CR2 CREBL2 CSF2RB CTSC CYB561A3 CYBB CYFIP1 CYP39A1 DNAJC3 DOCK10 DPH5 DTX1 DUSP16 EDEM1 EEF1B2 ERO1A FAM167A FBXL5 FCRL5 FFAR2 FOXRED1 FTO GALNT12 GM2A GNS GOLIM4 GPR156 GRN HCK HCST HERC3 HSPA5 IL1RAP IL9R KLHL6 LAIR1 LAX1 LDLRAD3 LILRB4 LY6S LY96 LYNX1 MACO1 MAP2K1 MARCKS MGAT4A MICAL3 MICU3 MOCS2 MS4A7 MTMR1 MYCBP2 MYL4 MYOF NAE1 NCBP1 NDST1 NEBL NEDD4 NPM1 NRP2 OBI1 ORC4 PA2G4 PDCD2L PDE4D PDE8A PDLIM2 PIK3R4 PIP4K2A PLAC8 PLBD1 PLD4 PLEKHA5 PLXNC1 PPL PRDM9 PRKACB PRPS2 PTPN1 PTPN14 PTPN18 PTPRJ QDPR RALB RASGEF1B REPIN1 RNF145 ROGDI RPL12 RPL13 RPL19 RPL24 RPL32 RPL36A RPL37 RPL37A RPL39 RPS13 RPS14 RPS4X RPS5 RPS9 RUFY3 RUNDC3B RXFP1 S1PR1 S1PR3 SCARNA17 SEMA7A SERPINE2 SIRPA SLC25A4 SNORD104 SORBS2 SPNS3 SRGAP3 ST3GAL2 SUCO TAF1D TBC1D9 TBL1XR1 TERB1 TFDP1 TGFBR1 THADA TLR3 TMEM154 TPST2 TRIM7 TRPM2 TRPS1 TSGA13 TYROBP UBE2E2 UBE2R2 USP11 UTRN WDR11 ZC3H12C ZC3H12D ZMAT4 GSE26488_WT_VS_VP16_TRANSGENIC_HDAC7_KO_DOUBLE_POSITIVE_THYMOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26488_WT_VS_VP16_TRANSGENIC_HDAC7_KO_DOUBLE_POSITIVE_THYMOCYTE_UP AAAS ABT1 ACR ACVR1B ADAM22 ADCY9 AIP ALDH18A1 ANKH ANXA7 AP3M1 ARF4 ARHGEF25 ASNS ASPSCR1 ATOH7 AXL B3GALT2 B4GALNT2 BCHE BDKRB1 BHLHE40 BRWD3 BSN C5orf15 CAB39L CASP12 CASP6 CCNB1IP1 CCNDBP1 CCR7 CD86 CDK14 CDKN2A CDON CIAPIN1 CLCN5 CLEC11A COL14A1 COL9A1 CPQ CREBBP CRK CRP CSN3 CWF19L1 CXCR5 CYBB CYP21A1P DCN DDAH2 DDX19A DFFB DHRSX DNAJA2 DSPP E2F5 ECM1 EN1 ENTPD4 ERCC4 FAM241A FBXL12 FGF1 FLOT2 FMR1NB FNBP1 GALNT6 GDF5 GFRA2 GGH GNAZ GNPTAB GPHN GPR132 GREM2 HAL HAS2 HDC HES1 HES5 HLA-DOB HMOX2 HOXA11-AS HOXA2 HSPBP1 HTR5A ICAM5 IGF2BP1 IL15 IL1R2 IL2RB INO80E ITGB5 ITGB7 JAG2 JUN KCNJ3 LIMA1 LRG1 LY9 MAEA MAOA MAP3K1 MAP7D1 MAPK13 MEIS3 MIPOL1 MIS18A MMP24 MOS MPHOSPH9 MRPL13 NCOA2 NDUFA1 NELFA NFATC2 NMRK1 NMT1 NOLC1 NPTX1 NR4A2 NSDHL NSG2 NUBP1 NYNRIN OPRD1 PAM PHPT1 PIK3C2G PITPNB PITPNC1 PLAUR PNP POLG2 POU3F1 PREPL PRKCA PTGDR2 PTGER2 PTGFR PTPN13 PTPN9 PTPRN2 RAB12 RAD50 RAG2 RDH5 RGR RNF19B RPL35 RYR3 SBDS SCN3A SDSL SEC22B SELENOF SELENOW SHBG SHKBP1 SIAH2 SLC66A2 SLC7A5 SNTA1 SRPRA ST3GAL5 STK24 STMN2 SURF1 TAL1 TBCEL TBX15 TBX3 THAP12 TINF2 TMEM106C TMEM109 TMEM199 TNFRSF9 TNS2 TPPP3 TRAPPC3 TRDMT1 TRIP12 TRPC1 TSPAN4 TSR3 TWIST1 VAPB VWA7 WDFY2 WWTR1 XIAP ZBTB2 ZFP14 ZFP37 ZKSCAN5 ZNF292 ZNF777 ZRANB1 GSE26495_NAIVE_VS_PD1HIGH_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26495_NAIVE_VS_PD1HIGH_CD8_TCELL_DN A2M-AS1 ABCA2 ACOT9 ACTN4 ADAM8 ADGRG1 ADGRG5 ADRB2 AGO4 AHNAK ANXA2 ANXA2P2 APMAP APOBEC3G ARF6 ARHGAP25 ARHGAP35 ATP2B4 ATXN1 AUTS2 B4GALT5 BCL2L1 BHLHE40 BLVRA C12orf75 CALHM2 CAPN2 CASP1 CAST CCL5 CCR5 CD58 CD99 CHST11 CLEC2B CMC1 CNNM3 COLGALT2 CPEB2 CST7 CTSC CYTOR DERL1 DLG3 DNAJC1 DOK2 DPY19L1 ECPAS EFHD2 ELP3 EOGT EOMES EPS15 ERN1 FAS FCRL3 FGFBP2 FYCO1 FYN GAB3 GALM GALNT3 GBP5 GCLM GFI1 GFOD1 GLCCI1 GPR137B GPR68 GSR GYG1 GZMA GZMH GZMK HACD4 HERPUD2 HOPX IFT25 IL10RA IL15 ITCH ITGAL JAKMIP1 JAKMIP2 JAZF1 KAT2B KATNAL1 KLF6 KLRD1 KLRG1 LAG3 LINC02481 LPCAT1 LPP MAF MAGOH-DT MAN1A1 MAP3K5 MAP3K8 MCOLN2 MCTP2 MDFIC MIAT MICAL2 MIR155HG MRPL10 MXRA7 MYBL1 NDRG1 NEDD9 NIBAN1 NKG7 NPC1 NUDT19 OPTN OSBPL3 PAM PDGFD PHLDB2 PIF1 PIK3R3 PLAAT3 PLCG2 PLCXD2 PLEKHO2 PPP2R2B PPP4R1 PRF1 PRR5L PTGDR PTP4A2 PTPN22 PTPRJ PYHIN1 RAB27A RAB29 RAP1GAP2 RASGEF1A RGS3 RHBDF2 RHOU RUNX3 S100A4 SANBR SAP30 SEMA4C SERPINI1 SESN2 SFXN3 SH2B3 SH3BP2 SH3BP5 SLAMF6 SLAMF7 SLC15A4 SLC16A6 SLC27A3 SLC2A1 SLCO3A1 SLFN11 SMAD3 SMAD7 SNTB2 SP140 SPATS2L SRGAP2 SRXN1 STARD3NL STOM SYNE2 SYT11 SYTL3 TARP TBK1 TBX21 TCIRG1 TGFBR3 TIGIT TLR3 TMED9 TNFRSF1B TOB2 TOGARAM2 TOX TP53INP1 TPM4 TSPOAP1 TTC38 TTYH2 USP28 UTRN VANGL1 WIPI1 WSB2 WWP2 YPEL1 YWHAQ ZBTB38 ZDHHC14 ZEB2 GSE26495_NAIVE_VS_PD1HIGH_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26495_NAIVE_VS_PD1HIGH_CD8_TCELL_UP ACSS2 ACTN1 ADGRA3 ADPRM AEBP1 AGBL2 AGMAT AK5 AMIGO1 APBB1 ARHGEF4 ARMCX1 ATG9B ATP6V0E2-AS1 AZIN2 BDH1 BEND5 BEX3 BPHL C17orf67 C19orf18 C3orf18 CA6 CAPN5 CARS1 CATSPERE CBR3 CCR7 CD248 CD55 CEP170 CEP41 CHCHD7 CHMP7 CLEC11A CLN5 CLTRN CNKSR1 CNKSR2 CT75 CYP2J2 DCHS1 DENND5A DSC1 ECRG4 EDAR EFHC2 EFHD1 EFNA1 EIF2D ENSG00000280119 EPB41L2 EPHA1 EPHA1-AS1 FAM117B FAM184A FAM216A FBLN2 FBP1 FBXO15 FLNB FOXO1 FOXP1 GAL3ST4 GIPC3 GNG7 GP5 GPRASP2 HAPLN3 HPCAL4 HSBP1L1 IGF1R IL6R IL6ST IPCEF1 IRS1 ITGA6 KLF7 KLHL6 KRTCAP3 LDLRAP1 LEF1 LEF1-AS1 LINS1 LMF1 LRRN3 MAL MAML2 MAN1C1 MCF2L-AS1 MDS2 MEST MICU3 MMEL1 MRRF MYB NAA16 NAT9 NDFIP1 NELL2 NEXMIF NOG NR3C2 NRCAM NREP NT5E NUDT9P1 OBSCN OVGP1 OXNAD1 PABPC3 PASK PCSK5 PDCD4-AS1 PDE9A PDK1 PIK3IP1 PKIA PKIG PLAG1 PLEKHG4 PLPP1 PRKCA PRKCQ-AS1 PRRT1 PRXL2A RAB43 RBM26-AS1 REG4 RETREG1 RFX2 RHPN2 RNF157 RNF175 ROBO3 SALL2 SARAF SCML1 SCML2 SCOC-AS1 SELL SERP1 SFXN4 SFXN5 SH3RF3 SH3YL1 SLC16A10 SLC22A17 SLC7A3 SNED1 SNHG32 SOX8 SPART SPEG SPEN-AS1 SPINK2 SPINT2 SREBF1 STRADB STXBP1 SULT1B1 SUSD3 TAF4B TBXA2R TCEAL3 TCF3 TECPR1 THEM4 TKTL1 TMEM220 TMEM272 TNFRSF10D TOP1MT TP73-AS1 TPST1 TRABD2A TSEN2 TXNRD3 UBE2E2 UBIAD1 UBQLN2 USP51 USP6NL VIPR1 YPEL2 ZBTB10 ZBTB18 ZNF285 ZNF436-AS1 ZNF496 ZNF662 ZNF667-AS1 ZNF93 GSE26495_NAIVE_VS_PD1LOW_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26495_NAIVE_VS_PD1LOW_CD8_TCELL_DN ABHD15 ACOT9 ACTN4 ADAM8 ADAP1 ADCY9 ADGRG1 ADGRG5 ADRB2 AGO4 AGPAT4 AHNAK ANXA2 ANXA2P2 ANXA4 APMAP APOBEC3G ARHGAP35 ASCL2 ATP2B4 ATXN1 AUTS2 B4GALT5 BHLHE40 BTD C12orf75 C1orf216 CAPN2 CAST CCL4 CCL5 CCR5 CD226 CD244 CD58 CD99 CHN2 CHST11 CHST12 CLEC2B CNNM4 CST7 CTDSP1 CTSC CXXC5 DENND3 DGKQ DIAPH2 DNAJC1 DOK2 DPY19L1 EFHD2 EIF4G3 ELF4 EOMES FAS FCRL3 FGFBP2 FYN GAB3 GAK GBP5 GFOD1 GNLY GPR68 GYG1 GZMA GZMB GZMH HOPX IL10RA IL2RB ITGAL ITGB1 JAKMIP1 JAKMIP2 JAZF1 KAT2B KATNAL1 KLRD1 KLRG1 LAG3 LGALS1 LINC02481 LPCAT1 LPP MAF MAN1A1 MAP3K8 MAP4 MATK MBP MCOLN2 MCTP2 MIAT MICAL2 MICB MXRA7 MYBL1 MYO6 NCALD NIBAN1 NINJ2 NKG7 NPC1 OPTN OSBPL5 PAM PDE4A PDGFD PDIA6 PIEZO1 PIK3AP1 PIK3R3 PIK3R5 PITPNA PLAAT3 PLEKHO2 PPM1A PPP2R2B PPP4R1 PREX1 PRF1 PRNP PRR5L PRSS23 PSEN2 PTGDR PTP4A2 PTPN4 PYHIN1 RAB27A RAB40B RABGAP1L RALGDS RAP1GAP2 RAP2B RASGEF1A RASSF1 RGS3 RHBDF2 RHOU S100A4 SANBR SAP30 SEMA4C SESN2 SFXN3 SH3BP5 SLAMF6 SLAMF7 SLC15A4 SLC27A3 SLC35G2 SLC66A3 SLCO3A1 SLFN11 SMAD3 SMAD7 SNTB2 SNX5 SP140 SPATS2L SRGN SRXN1 STARD3NL STK40 STOM SUSD1 SYNE2 SYT11 SYTL2 SYTL3 TARP TBX21 TCIRG1 TGFBR3 TIGIT TMED9 TMEM184B TMEM273 TNFRSF1B TNFSF12 TOGARAM2 TOR2A TOX TP53INP1 TPRG1 TSPAN2 TTC22 TTC38 TTYH2 VANGL1 WIPI1 WSB2 WWP2 YPEL1 YWHAQ ZDHHC14 ZEB2 GSE26495_NAIVE_VS_PD1LOW_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26495_NAIVE_VS_PD1LOW_CD8_TCELL_UP ABCB8 ACSS2 ACTN1 ACVR1C ADGRA3 ADPRM AGBL2 AGMAT ALDOC AMIGO1 APBB1 APEX1 ARHGAP32 ARHGEF4 ARMCX1 ARMH1 ATG9B ATP6V0E2-AS1 BDH1 BEND5 BEX3 BPHL C10orf95-AS1 CA6 CARS1 CBR3 CCDC141 CD248 CD9 CDCA7L CDK20 CFAP68 CHCHD7 CHMP7 CLEC11A CNKSR2 COL6A3 COPG2IT1 COQ3 COQ8A CR2 CYP2J2 DCHS1 DDX31 DENND5A DICER1-AS1 DSC1 EBPL ECRG4 EDAR EEIG1 EFHD1 EPHA1 ERICH1 EXD2 FAHD2A FAM117B FAM184A FAM241A FBLN2 FBXO15 FCGBP FLNB FOXO1 FOXP1 GAL3ST4 GAS5 GNAS-AS1 GP5 GPRASP2 HAUS5 HLA-DOA HSBP1L1 IGF1R IKBKE IL6ST KIAA1958 KLF7 KLHL32 LAMP3 LAPTM4B LAYN LDLRAP1 LEF1 LEF1-AS1 LEPROTL1 LRRN3 MAL MAN1C1 MANSC1 MCF2L-AS1 MDS2 MEST MICU3 MMEL1 MRPS25 MTA3 NAA16 NAT9 NDFIP1 NOG NRCAM NREP NT5E OBSCN OXA1L OXNAD1 PASK PDCD4-AS1 PDE9A PDK1 PIK3CD PIK3IP1 PLAG1 PLEKHG4 PLPP1 PRKAG2-AS1 PRKCA PRKCQ-AS1 PRRT1 PRXL2A PTPRK RAB43 RAI2 REPIN1 RETREG1 RFX2 RGS10 RMND5B RNF157-AS1 RNF175 ROBO3 RPL14 RPL27 RPL5 SCARB1 SCML1 SCOC-AS1 SERINC5 SFXN2 SFXN4 SH3RF3 SLC12A6 SLC16A10 SLC2A11 SLC8B1 SNED1 SNHG29 SNHG32 SOX8 SP2-AS1 SPINK2 SPINT2 SREBF1 ST13 SULT1B1 SUSD3 TACC3 TAF4B TBXA2R TCF3 TECPR1 THYN1 TMEM220 TMEM243 TMEM272 TNFRSF10D TP73-AS1 TPST1 TRABD2A TSEN2 TTC9 TWNK TYSND1 UBE2E2 UBIAD1 USP20 USP51 VIPR1 YPEL2 ZCWPW1 ZDHHC9 ZIK1 ZNF22-AS1 ZNF223 ZNF285 ZNF404 ZNF436-AS1 ZNF496 ZNF512B ZNF629 ZNF662 ZNF667-AS1 ZNF844 ZWINT GSE26495_PD1HIGH_VS_PD1LOW_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26495_PD1HIGH_VS_PD1LOW_CD8_TCELL_DN AADACL2 ABHD2 ACOT7 ACVR2A ADAM8 ADCY9 ADGRG5 ADRB1 AGPAT4 AKT1S1 ANO7L1 ARHGAP42 ARRB1 ASCL2 ASPDH ASPN ATL1 ATP6AP1L ATP8B4 ATXN3L AVEN BCL2L2 BLZF1 BNC2 BOK C14orf28 C17orf58 C4orf54 C9orf43 CARNS1 CCDC113 CCDC196 CD320 CENPS CES1 CHRNB1 CMKLR1 COL24A1 COLGALT1 CPSF4 CREB5 CRNDE CT75 CTBP2 CXCR2 CYP7A1 DCX DNM3OS DRAXIN DSG1 DSTN DUSP22 EIF4EBP2 F12 FAM172A FAM47C FAM83C FAR2P1 FCGR3B FOXD1 FOXN3-AS1 FRMD6 FRY GAS7 GLP2R GLUL GNGT1 GNLY GOLGA4-AS1 GOLGA7B GPER1 GPR153 H4C6 HDHD5-AS1 HMCN1 HMOX1 HOPX HOXA10 HOXC4 HSH2D IER5L IFITM1 IQCG ITGAM ITGAX ITGB1 JAKMIP2 KATNAL2 KIR2DL2 KIR2DL3 KIR2DL5A KIR2DS1 KIR2DS2 KIR2DS4 KIR2DS5 KIR3DL1 KIR3DL3 KLF8 KLRC3 KLRC4 KLRD1 KLRF1 LAT2 LDHD LEXM LIMCH1 LINC00888 LINC00917 LPGAT1 LPP LRRCC1 LY6H LYN MAGEE1 MAGEF1 MAGI2 MCPH1-AS1 MCTP2 METTL7A MIX23P3 MTMR11 MXD1 MXRA7 NCALD NCAM1 NCR1 NDRG2 NGFR NME8 NOTCH1 NQO1 OSBPL5 PARPBP PDE4A PDXDC2P PDZK1 PIK3AP1 PITPNM2 PLCG2 PLXNA4 PRKACB PROX2 PRSS30P PSEN2 PYROXD2 RAB23 RASSF4 RGS17 RPL14 RRBP1 RUNDC3B RXRA S100A2 SCLT1 SEPTIN7 SERPINB4 SERPINF2 SH2D1B SIGLEC17P SLCO4C1 SMIM3 SPECC1 STS STX8 STYK1 SYNGR1 TBC1D25 TENM1 TENT5A TJP2 TLR4 TM6SF1 TMCC3 TMEM184B TNFSF12 TSHZ3 TSPAN12 TSPAN2 TSPAN32 TTC38 TWSG1 TYROBP UBE2F USP3 USP47 VNN1 ZBTB22 ZMAT3 ZNF670 ZNF789 GSE26495_PD1HIGH_VS_PD1LOW_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26495_PD1HIGH_VS_PD1LOW_CD8_TCELL_UP ABCG2 ABTB2 ACOT9 ADAMTS17 ADPRHL1 AMIGO1 AMPD3 ANK2 ANKRD23 AOC3 ARHGAP35 ATP6V1G2 BBS1 BICDL1 BLVRA BPHL BRCA1 BTN2A1 C15orf40 C16orf54 C1orf167 C22orf15 CBFA2T2 CCDC169 CCDC62 CCL20 CCL23 CCR4 CD27 CD28 CECR3 CKAP2L CNNM3 COQ8A DGKH E2F3 EIF3L ELOCP28 EME2 ENSG00000213963 EOGT ETS1 EVC2 FAM149A FANCD2 FOXM1 FOXO1 FSD1 FYN GALM GAMT GARIN1A GBP5 GDPD3 GLCCI1 GNAS-AS1 GPR183 GSR GTPBP3 GVQW3 GZMK HAUS5 HINT1 HLA-DOA HNRNPLL ICOS IL22 IL4 ING5 INMT ITGA6 ITGB2-AS1 ITIH3 JMJD8 KANK2 KCNJ14 KCNQ1 KHDC1 KIRREL3-AS3 KRT8 KRTAP2-4 LDLRAP1 LINC01550 LINC01569 LINC02731 LINC02877 LMBR1L LPCAT2 LPCAT4 LRCH2 LRIG1 LRTOMT MAN1C1 MBD1 MCF2L-AS1 MEGF6 MIR155HG MMACHC MMEL1 MYH2 MYO1A MYRIP NAT9 NCK2 NDNF NELL2 NLRP13 NOC2L NUP188 OLFM4 P2RX5 PBXIP1 PDCD1 PDCD4 PDIA5 PDZK1IP1 PHGDH PIM2 PINX1 PLA2G2F PLCG1 PLXND1 PNPLA5 POU2F3 PRDM6 PRG4 PTPN13 PTPRB PTPRK PURPL RANBP9 RFPL3 RNASET2 RNF214 RPL23AP32 RPS16 RTN4R RXFP3 SARAF SCARB1 SEPTIN6 SF1 SGPP2 SH3GL1P2 SIRPG SLAMF1 SLC23A2 SLC35G2 SLC43A3 SLC4A3 SLC52A1 SLC8B1 SPINK7 ST8SIA1 STK33 STON1 STPG4 SUGT1P3 TAS2R1 TBC1D4 TCF7 TCL1A THEMIS TIMM44 TMC6 TMCC2 TMEM170A TMEM63C TNFRSF10B TNFRSF14 TNFSF8 TRAIP TRAT1 TRBC1 TRMT44 TTC9 UBA7 USP36 VCAM1 WRAP73 ZBTB8B ZIK1 ZNF101 ZNF329 ZNF335 ZNF419 ZNF512B ZNF583 ZNF587 ZNF839 ZNF862 ZP2 GSE26559_TCF1_KO_VS_WT_LIN_NEG_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26559_TCF1_KO_VS_WT_LIN_NEG_CELL_DN ABCC9 ADAM12 ADCY2 AGRP AGXT AKR1D1 ALOX12 ALOX12B AMIGO2 AOC2 AREG ARHGAP22 ATP4A ATP6V1G2 AVPR1A BBIP1 BRINP3 C4BPA C9 CAMK2G CASP2 CCIN CCL13 CCR2 CDK18 CEP162 CHD2 CHRNE CITED1 CLCN5 COL13A1 CRADD CSN2 CTRC CTSA CTSO CYP2C19 CYP3A5 DDO DEDD DLEC1 DNAH17 EML1 EPYC ERC2-IT1 ERICH1 ERN1 ERVW-1 FAM161A FBLN1 FCGR3A FCN2 FERMT2 FOXO4 FZD9 G6PC1 GAS2L1 GDF5 GFPT2 GK2 GPM6B GPR176 GPX3 GREB1 GRK1 GRM3 H1-4 H2AC6 H6PD HAAO HABP4 HDAC9 HES2 HIPK2 HLA-DQB1 HLA-DRB6 HPD HR HSD17B3 IFI30 IFIT1 IFNA2 IL18RAP INHBA IRF7 IVL JRK KANK1 KCNAB1 KCNJ6 KCNMA1 KCNMB1 KLK7 KLK8 KLKB1 KRT1 LGALS9 LINC00667 LMO2 LMO4 LPAL2 LTBP4 MAN1A1 MEF2C MGAT5 MIA MINAR1 MLF1 MLN MOG MUC1 MUC7 MYEF2 MYH10 MYL5 MYO6 N4BP2L2-IT2 NFKBIL1 NR1I2 NTRK3 OCEL1 OLR1 ONECUT1 OPRPN P2RX3 PC PCSK2 PDE6A PDPK1 PFKFB2 PKP2 PLA2G4C PLAAT4 PLCE1 PLPP3 POLR3D POLR3F PPFIBP2 PROX1 PRRC1 PSG11 PTGIS PTH PTH2R PTPRT PXDC1 PXDN PXN PYGM REG1B REN RFX5 RGR RNF126 RPE RS1 S100A9 SCGN SELP SENP3 SERPINB13 SFRP4 SGK1 SHROOM2 SIM1 SIN3B SLC10A2 SLC1A2 SLC1A7 SLC6A9 SNAP91 SOGA1 SOX9 SPAM1 SPOCK1 SYP TAF6L TCL1A TCTA TESK1 TMED1 TNKS TNP2 TRIM21 TROAP TSC22D1 TWF1 VPS9D1 VSTM4 ZBTB22 ZBTB39 ZFHX3 ZNF132 ZNF208 ZNF24 ZNF592 GSE26559_TCF1_KO_VS_WT_LIN_NEG_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26559_TCF1_KO_VS_WT_LIN_NEG_CELL_UP ABCD3 ABHD14A ACADM ACSL3 AKAP9 AOAH ARF3 ARHGAP25 ATP6V0A2 ATP6V1G1 BAZ1B BCL2A1 BICD2 BLTP2 BLVRB C5orf22 CAMK1 CAST CBR1 CCL8 CCN1 CCN6 CCNG2 CD28 CELF2 CHEK1 CLIC4 CPN2 CRIP1 CROT CRYBG3 CSRNP2 CST7 CSTB CSTF3 CTSC CYLD DAPK1 DCP2 DDR2 DOK1 EFR3A EGR2 EGR3 EIF1B ELP1 ERCC1 EXT1 FBXO21 FDFT1 FEM1B FEZ2 FHL2 FLNA FUBP3 FZD6 GATA3 GLS GNAI1 GNPAT GOLGA8A GPNMB GPR183 GTF2H1 GUCY1A1 H2BC11 HCFC1 HECTD4 HIPK1 HMMR HSPA4 HTATIP2 ICAM2 IL10RA IL10RB IL1A IL1R1 IL1RN IL2RB IL4R ITPA JARID2 KAT6A KDELR2 KIF2A LGALS8 LRRC32 LRRC42 LRRN3 MACF1 MAML1 MAP3K14 MAP4 MAPK1 MARCKS MARCKSL1 MARK3 MED22 MEGF9 MFHAS1 MICAL2 MICU1 MICU2 MLEC MLF2 MPHOSPH10 MRPL28 MSH4 MSL3 MTMR6 MYRF NAGLU NFIL3 NINL NME4 NOP56 NUP50 ORC5 PDS5A PEBP1 PECAM1 PER2 PEX3 PIEZO1 PKIA PLAA PLK3 PMPCA POM121L6P PPIA PPP2CB PPP2R5A PRKAA1 PWAR5 RANBP1 RASA1 RBM14 RBM19 RBM42 RBM6 REEP5 RGS19 RNH1 RRAGD RWDD3 SAFB2 SCAF11 SEC23A SEC23IP SEC24A SEMA3A SERPINB1 SERTAD2 SF3A1 SF3A3 SKAP2 SLC30A1 SLC39A14 SLC5A3 SLF2 SMAD5 SMARCA1 SMC4 SNED1 SNX3 SOCS1 SPINT2 SPTBN1 SRGN SRPK2 SRSF8 SSB SSBP2 ST8SIA4 STK17B STK39 STX6 STXBP2 SUSD6 TBL3 TFAM TIAM1 TOMM40 TP53BP2 TRAM1 TRIM38 TRIP4 TSPAN3 UBE2E1 UCHL3 UPP1 USP24 USP33 VPS35L WDR77 YIF1A ZFP36 ZFYVE16 GSE26669_CD4_VS_CD8_TCELL_IN_MLR_COSTIM_BLOCK_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26669_CD4_VS_CD8_TCELL_IN_MLR_COSTIM_BLOCK_DN ABHD15 ACP3 ACP5 ADCY3 ADCY7 AEBP2 AFDN AGPAT4 AKAP1 AKR1B10 ALOX15B ANAPC4 ANXA7 APOA4 ARHGAP23 ARHGAP26 ARL4C ATP11B ATP6V1H B4GALNT1 B4GALT1 BCO2 BIVM BRINP1 C4BPA CALHM6 CAMK2B CCDC117 CCDC3 CCL4 CD200R1L CD27 CD3E CDK4 CDK5RAP2 CDK9 CDT1 CHSY1 CMIP COL23A1 CRIM1 CRKL CYP3A7 DDHD1 DDO DNAAF1 DNAJA4 DOCK10 DSE DUSP19 DUSP2 EGLN3 EHD3 EID3 ELL ELOVL6 EML5 EVC FAM114A1 FMNL1 FRMD4A FRRS1 FUCA2 FXYD7 GAB3 GALNT6 GDAP1L1 GLRX5 GOLM2 GOSR1 GPATCH3 GSTO1 GTF2IRD2 HAAO HAUS3 HCST HDAC4 HIPK1 HLA-DOA HLA-G HMGXB3 HOOK1 HOXD3 HPCAL1 HSD17B7 HTR3B IFNGR1 IGFBP6 INMT INSL6 IPCEF1 IQSEC1 IRF1 KIF23 KLF12 KLF7 KLHL6 KLK8 KLRC1 KLRK1 LEPROTL1 LRRC40 LTK LYST MARVELD1 MBD2 MBLAC2 MED30 MEOX2 MFSD5 MGAT4A MKX MOGS MRPL24 MRPL37 MRPS18B MTA3 MTERF1 MTRFR MYOZ2 NBEAL2 NDUFS6 NEDD4 NLRC3 NR1D2 NSMCE4A NUP133 NUP155 NXPH4 OPRD1 PDGFRB PDIK1L PHGDH PKDREJ PLCB1 PLCXD2 PLEKHO1 POLA2 PRELID2 PREX1 PRKCB PRRT1 PRXL2B PSD2 PTER RAI1 RAP1GAP2 RARG RHD RNASEL RNF152 RNF157 RRAS RRAS2 RSPH3 S100A10 S1PR5 SAAL1 SARAF SCFD2 SCP2 SEMA4A SHANK3 SIDT1 SLC17A9 SLC25A4 SLC26A4 SLC37A3 SMKR1 ST7 SUN2 SYDE2 TACC1 TAPT1 TBC1D21 TBC1D2B TCF12 TDGF1 TDO2 TIMP2 TLE4 TMEM128 TMEM18 TNFRSF1B TNNT2 TOMM34 TOP3B TP53I13 TPST2 TRIM14 TRIM28 TRIM33 TRMT10C TRMT1L UTRN VSIG2 WDR59 ZC3H12D ZNF787 GSE26669_CD4_VS_CD8_TCELL_IN_MLR_COSTIM_BLOCK_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26669_CD4_VS_CD8_TCELL_IN_MLR_COSTIM_BLOCK_UP ABI2 ACSL1 ACSL3 ACVR1B ACVR2B AFTPH AIG1 ALDOC ALOXE3 ARFIP1 ARPC5L ASAH2 ASNSD1 ATP8B2 ATRNL1 AXIN2 BABAM2 BCKDHB BDH1 BORCS8 BRMS1L BRSK2 BZW2 C14orf119 C3orf84 CAMKK2 CAND2 CASP1 CASS4 CCDC112 CCDC157 CCM2 CD247 CDC42EP2 CDK2 CERS4 CERS6 CHRDL1 CHURC1 CNIH4 CPM CPSF3 CRLF3 CRMP1 CSNK1G3 CYP2D6 CYRIA CYTIP DLEU7 DNAJC21 DNAJC6 DTX2 DUSP1 E2F2 EAF1 ELAVL2 ENTREP1 ERBIN FAM234B FRMD6 FTO GABARAPL2 GABRR2 GALK2 GATA3 GFER GIMAP4 GLS GMFG GNGT2 GOLPH3L GPSM2 GTF2A2 HADH HIVEP2 HNRNPLL HS3ST3B1 IFI30 IFI44L IFIT2 IFT57 IMPA1 INPP5B IRF4 JOSD2 KCND3 KIF24 KIF3A KRBA1 KRT20 LACTBL1 LANCL2 LDAH LDLRAP1 LRRC42 LSM2 LYPD5 MANSC1 MAP2K4 MAP3K5 MCEE MFHAS1 MRPL50 MTMR10 NAA16 NCMAP NDUFAF7 NT5C3A NTN4 NUP160 NXPE3 NYAP1 PARP11 PDF PHLPP1 PIM1 PLEKHF2 PLK3 POLR2M POLR3E PPIL6 PRDX4 PRELID1 PRR13 PRR14L PSAT1 PTGIR PWWP2B RAMP3 RASGRP2 RASSF3 RBM38 RBM47 REV1 RFFL RGMB RHBDL3 RIPOR2 RPA1 RPE SAPCD1 SAV1 SEC11A SEC14L5 SEPTIN10 SHLD1 SLAIN2 SLC25A23 SLC25A24 SLC30A1 SLC48A1 SLC9A6 SNAPC2 SNN SNRPC SNX25 SOX4 SPATA48 SQOR SREBF2 SRSF3 ST3GAL2 STK39 STMN1 STT3B SULF2 SUPT7L TES TFE3 TGFBR2 TGIF1 TIMM8A TM2D3 TMCC1 TMCC3 TMEM267 TMUB1 TNFRSF1A TNFRSF25 TRMT9B TRPC3 TSPAN3 TTBK2 TUBA4A TUBGCP6 UBE2E3 UBQLN1 UPF3A UQCRC2 XPNPEP1 YPEL2 YTHDC1 ZBTB18 ZBTB2 ZFAT ZNF280B ZNF467 ZNF569 ZNRF1 ZSWIM2 GSE26669_CD4_VS_CD8_TCELL_IN_MLR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26669_CD4_VS_CD8_TCELL_IN_MLR_DN ABCB6 ACER1 ACTN1 ADIPOR1 AHNAK ALG8 ALKBH5 AP3M2 ART4 ATXN7L3 AXDND1 B4GALT1 BACH1 BEND5 BLZF1 BPNT2 C20orf85 CAPNS2 CARF CASR CCDC102A CCDC28B CD164 CD3G CDC42EP3 CENPQ CHAC1 CHIC2 CHST7 CLYBL CRACDL CTU1 CUEDC1 DAGLB DCAF12 DCAF17 DDN DENND4C DGUOK DHX16 DMAC1 DNAJC3 DOCK10 DPY19L1 EFCAB7 EGLN3 EIF2A EYA2 FHIT FLNB FNTB GAB3 GABPA GBF1 GEMIN5 GGT1 GLE1 GOLM2 GOT1L1 GPN3 GPR68 GPX8 GSTCD GTF3A HILPDA HSCB HSD17B14 IDH3A IGF2R IL6ST ITCH KALRN KLHL28 KLHL42 KLRC3 KRT26 KRT81 LIMD1 LIMK1 LPAR6 LPXN LRPPRC LYPD6B LZTS2 MAN1A1 MARVELD1 MBD4 MC3R MCOLN2 MCTP2 MCUR1 MEIS1 METTL27 MFSD2B MIB2 MIGA1 MOSMO MRPL24 MRPL45 MTA3 MTIF3 MYLIP NAA38 NDNF NIPA1 NOB1 NXNL2 OAS3 OSBPL8 OTULIN OXNAD1 P2RX5 PALD1 PAX1 PDPK1 PECR PEPD PER3 PEX2 PIK3CG PIK3R1 PLAC8 PLCXD2 PLTP PPP3CA PRKAR2A PRKCB PRKCH PRKN PSPH PTCH1 PTEN PTPRC RCL1 RNF125 RNF185 RP9 RPL14 RRP36 RSPH6A SAAL1 SCML4 SCNN1A SCO1 SEMA3C SEMA4A SEPTIN1 SF3B5 SHMT2 SIPA1L3 SIRT6 SLA2 SLC16A6 SLC25A16 SLC2A4 SLC49A4 SLC6A19 SLC9A9 SLIT2 SMKR1 SNAI3 SNHG8 SNRPD3 SOD2 SSMEM1 STRADA STYX SUN2 SURF1 SV2A SV2C TAF13 TBC1D31 TBXA2R THBS3 TIMM10 TIRAP TMEM74B TPRG1L TSPAN9 TSPY1 TTLL12 TUBA1A TUSC2 TXNL4B UBE3A UFL1 UMOD UTP4 VSIR WASHC3 WNT10B ZBED3 ZBTB8A ZNF282 ZNF827 ZNF839 ZSCAN22 ZZEF1 GSE26669_CD4_VS_CD8_TCELL_IN_MLR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26669_CD4_VS_CD8_TCELL_IN_MLR_UP AARS1 ACVR1B ADCY6 AHR ALDH7A1 ALG14 ALG2 ANGPT2 ANKH AREG ARL5A ARPC5L ARVCF ASAP1 AVEN B4GALT4 BAG3 BCL2 BDH1 BEND6 BMP15 BYSL C19orf12 CAND1 CAPG CASP4 CDIPT CENPN CHAD CISH CITED2 CKB CNST CORO7 CPM CREB3L2 CSGALNACT1 CSTF3 CTDSP2 CTLA4 DACH1 DAP3 DCUN1D4 DDX46 DET1 DGAT1 DGCR6 DHRS4 DMRTC1B DNAJC10 DOK2 EAF2 EFNA4 EIF4E3 ERGIC1 ETS2 EXOC3 FAF2 FAM118A FAM133B FAM20B FDFT1 FKBP1A FMNL2 FUOM FUT8 FYN GABARAPL2 GATA3 GCAT GIMAP4 GIPC1 GPAT4 GPRASP1 GPT GRHL1 GRHL2 GTF2A2 GTF3C6 HAGHL HEYL HK1 HNRNPA0 HSPA14 HSPA5 ICOS IFIT2 IL2RA IRAK2 ITM2A JAK2 KCNH2 KCNMB4 KLC3 KLHDC2 KRT27 LEFTY1 LHPP LIX1L LONP2 LONRF3 LRP8 LSM4 LTBP1 MAGED1 MANF MAP4K3 MAPK11 MAPK9 MINDY3 MKLN1 MOV10 MTMR10 MYO10 NAMPT NCAM2 NCMAP NDRG3 NDUFAF3 NFIC NMUR2 NRP1 NUDT4 OAS2 ORAI1 OSBPL9 PAPSS1 PAQR3 PARP2 PARP8 PCBP4 PFKL PFN1 PFN2 PIGC PLAGL1 POLE2 PPA1 PPP1R16A PRDM1 PRDX4 PRKCA PRNP PRPSAP1 PSMD3 PSMD9 PTPN2 RABGAP1L RAP1GAP RASGRP1 RASL11B RB1 RBM38 RBM7 RBX1 RCAN3 RCN1 RCSD1 REC114 RGS10 RGS14 RNF7 RNH1 RPS26 RRAGD SAG SAMD1 SLC25A1 SLC25A24 SLC25A40 SLC2A10 SLC7A14 SMCO3 SRSF7 STAT5B STXBP1 SUCO SYNPO2 TBCE TENT5C TES TGDS TIMP3 TMCC1 TMF1 TNFRSF18 TNFRSF9 TNFSF11 TSC22D1 UBR4 UNC80 USP29 WDR82 WNT4 ZBTB7B ZC3HC1 ZCRB1 ZNF608 ZNF823 ZNRF1 GSE26669_CTRL_VS_COSTIM_BLOCK_MLR_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26669_CTRL_VS_COSTIM_BLOCK_MLR_CD4_TCELL_DN ABHD8 ACAD8 ACP5 ADCY9 ADD3 AIM2 ALKBH5 ANKMY2 APOBEC1 ARF6 ARHGAP24 ASB7 ASNSD1 ATL1 ATP6V0D1 AXDND1 BCL11A BMPR2 C17orf80 CABLES2 CALCRL CATSPERG CCDC71 CCDC82 CCN1 CCNY CCR6 CD27 CDK14 CDR2 CHIC2 CLCA1 CLPX COLEC12 COQ8A CROCC CSNK1E CTU1 CYTH4 DDX31 DTX2 EOLA1 EPC1 ERLIN2 EVI2B F8A1 FABP4 FAM3C FCRLA FILIP1L FNBP1 FOXJ2 FPR3 FXYD5 GABRR2 GGA2 GID4 GPR137B GPR183 GTF3C2 H2BC18 H2BC3 HAO2 HAVCR1 HBB HEY1 HIBCH HMCES ICAM2 IER5 IKBIP IQSEC1 ITGA4 JAK1 JUNB KIAA0930 KIF1C LEF1 LMO4 LNPEP LRRC42 LYL1 MAN1A2 MAN1C1 MAP3K5 MBD1 MBD4 MCUR1 MESD METTL27 MEX3B MFNG MOSMO MRPL22 MTA3 MTIF3 MTPAP MXI1 MZB1 N4BP2 NAA16 NCOA1 NFKBIE NINJ1 OARD1 PCYOX1 PDE2A PDLIM7 PEX12 PHF8 PHGR1 PITHD1 PLEKHO1 PLPP3 PRG4 PRKCB PRKCI PRMT2 PRPS2 PTGFRN PTK2B PXYLP1 RAB11FIP4 RAMP1 RAP1B RASSF2 RB1 RC3H2 RELL1 RETREG3 RFFL RGL1 RHOT1 RIT1 RNF103 RNF128 ROGDI RPS6KB1 RSPRY1 RWDD2A S1PR1 SAA4 SAP30 SATB1 SCARB2 SCARNA13 SCD SEC11A SEMA3D SEPHS2 SETX SGPL1 SH2D1A SH3BGRL2 SIK3 SLC30A1 SLC49A4 SLF2 SMC5 SQOR SSMEM1 ST8SIA1 ST8SIA6 STT3B STYX SUN2 TAB3 TBATA TBC1D5 TES TEX10 TFAM TGDS THAP12 TLE4 TMC5 TMEM74B TRIM32 TSC22D3 TSHZ1 TTBK2 TTC36 TUSC1 UBIAD1 UFL1 ULK3 USP33 WAPL WDR26 WNT10A WWOX YPEL1 YPEL3 YY1 ZBTB4 ZC3H4 ZMYM5 ZNF664 ZNF771 ZNF799 GSE26669_CTRL_VS_COSTIM_BLOCK_MLR_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26669_CTRL_VS_COSTIM_BLOCK_MLR_CD4_TCELL_UP AARS1 ACAT2 ADAM19 ADAM2 ADSL AGPAT3 AGR3 ALDH1A2 ALG8 ALYREF AMZ2 ANTXR1 AREG ARRDC4 ASB13 ASB8 ATN1 ATOX1 ATP5MC3 AURKA AURKB BANF1 BUB1 BUD31 C3orf38 C4BPA C8orf33 CAPN5 CASP7 CASP8 CBX5 CCDC102A CCDC6 CCT8 CDKN1A CELSR1 CHMP4B CIB1 CMPK2 CNP CST7 CTLA4 CWC15 CYB5B CYP51A1 DAB2 DCLRE1A DCTN3 DCUN1D2 DDX1 DHX58 DKKL1 DMRTA1 DNMT1 DOHH DPF3 DROSHA DUSP5 EIF1B EIF2AK2 EIF2B3 ELMO2 ELOVL6 EMID1 ENOPH1 EVX2 F12 FAM241A FAM81A FCN1 FDPS FPR2 GART GAS2L2 GCSH GIMAP4 GMDS GPI GSTCD HAT1 HIVEP3 HMX2 HSCB HSH2D ICOS IDH3A IDNK IDO1 IGLL1 IGSF23 IL22 IL4R IL5 IMMP2L INF2 IRF2 IRF7 JAKMIP2 KCNS3 LHFPL6 LSM4 LTA MANSC1 MAPK9 MARS1 METTL1 METTL8 MGAT4A MRPS10 MRPS16 MT1E MTHFD1 NACC1 NCAPD2 NIN NKX3-2 NLRC5 NOP16 NOP2 NOP56 NOP58 NSMCE2 NT5E NUCB1 NUP93 NXT1 OLA1 OVOL2 OXCT1 PARD6G PFDN6 PFN1 PML POLE2 POMP PRKRA PRR23A PSMA3 PSMA7 PSMD1 PSMD14 PTPRK PUM3 RAB38 RAC2 RARS1 RBM14 RBMX RBP1 REL RIC3 RIGI RMDN3 RNF19B RNF213 RNPEP RPL24 RSPH3 RTCB SAAL1 SAMD9L SAR1A SCFD1 SCGB1A1 SEC23B SERPINE2 SHISA2 SLC25A14 SLFN5 SND1 SNRPF STAT5A STIP1 STK39 TAP1 TAP2 TAPBP TBRG1 TDGF1 TEX2 TIMM50 TLR1 TPH1 TPO TRAM2 TRIM5 TRMT112 TSPAN9 UBA7 UBE2C UBL4A UNC80 UPP1 UQCR11 USP32 UTP15 VPS53 WDR48 XCL1 ZNF467 GSE26669_CTRL_VS_COSTIM_BLOCK_MLR_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26669_CTRL_VS_COSTIM_BLOCK_MLR_CD8_TCELL_DN ABCA7 ABTB3 ACP5 ACVR1B ADCY7 AGTR1 ARF6 ARFGAP2 ARHGAP24 ARHGDIB ARIH2 ATF7IP ATG16L2 ATL1 ATP11B AVPR2 AXIN1 BLTP2 C16orf54 C1QTNF1 C5orf34 C7orf57 CAMSAP1 CARD6 CCDC137 CCL5 CD180 CD79B CDO1 CDS2 CEP120 CH25H CLEC4F COQ8A CPM CREBBP CRLF3 CXCR5 CXXC5 DCAF15 DDI2 DDX6 DNAJB2 DNTT DTX4 DUSP16 DYRK2 EBF1 EML5 ENC1 EPHX1 ERRFI1 EVI2B EYA2 FAM120B FAM135A FAM167A FAM43A FCRLA FEZ2 FOXO4 FXYD5 FXYD7 GALNT11 GFRA4 GGNBP2 GLTP GPR68 GPR87 GRK2 GTF2IRD2 GXYLT1 HBP1 HNRNPL HOPX HS3ST3B1 IDS IER5 IFNGR1 IGSF1 IKZF1 INKA1 IRAK2 ITGAX JUNB KCTD3 KIAA1217 KLF7 KLRD1 KMT2D LCMT2 LRP10 LRRK2 LY6D LY86 LYL1 MAF1 MAGED1 MAN1B1 MAN2C1 MAP1LC3A MAPK14 MBP MED12 METTL27 MFAP1 MXD4 MYOF MZT2B NCOA1 NDNF NFRKB NISCH NLK NRSN2 P2RX4 PARP16 PCNX3 PDE3B PHLPP2 PHRF1 PIANP PIK3IP1 PIK3R3 PINK1 PIP4K2A PITPNM1 PKD1 PKN1 PLCG1 PLEKHA6 POC1B POLR2A PPIP5K1 PPP1R21 PRDM5 PREX1 PRKAB2 PRKACB PRKCB PRKX PRPF6 PRXL2C PSEN2 PSIP1 QRICH1 RAB14 RCCD1 REM2 RGS13 RHOBTB1 RIPOR2 ROGDI S1PR3 SARAF SAV1 SCD SDC4 SELENOO SH3BP2 SLC16A7 SLC25A37 SLC25A40 SLC25A53 SLC4A3 SLC7A14 SNTB2 SNX2 SORBS3 SPIB SRCAP STAB1 SUDS3 SUN2 TBC1D14 TBC1D22B TBC1D4 TGIF1 TLE3 TMEM63A TNFAIP1 TRAF1 TRAPPC14 TRIAP1 TSC22D4 UIMC1 USP19 USP34 VEZF1 VPS26B VSIR WDFY4 WDR33 WFS1 WHAMM ZBTB12 ZMYND11 ZNF512 ZNF608 ZNF708 GSE26669_CTRL_VS_COSTIM_BLOCK_MLR_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26669_CTRL_VS_COSTIM_BLOCK_MLR_CD8_TCELL_UP ACADVL ACOT11 ADAMDEC1 ADGRG3 AK2 ALG14 ANKLE1 APEX1 AQP9 ASF1B ATIC ATP5IF1 ATXN7L1 BCAP29 BID C8orf33 CALR CASP7 CCDC157 CCN3 CCNA2 CCT6A CD5 CD86 CDC7 CDCA2 CDK4 CFDP1 CHAF1B CHCHD1 CHMP5 CKAP2L CNP COMMD7 COPS5 CPT1C CST8 CUTA CXCL6 CYP11A1 DDIAS DDN DUT DYNLL1 E2F8 EBNA1BP2 ECE1 EEF1E1 EIF2S1 EIF3C EIF3J EIF5A ELANE ELAVL2 ELMO2 EMC2 ENOPH1 EPSTI1 ERCC6L FAM98C FARSA FASTKD2 FEN1 FNTB GALK1 GATAD1 GNPNAT1 GPC1 GPT GSTO1 GTF2F2 H2BC5 HACD3 HARS1 HERC6 HMGCR HNRNPLL HPRT1 HSD17B7 IDI1 IFI44L IFITM2 IFITM3 IL15 IL2RA KBTBD11 KCNH3 KDELR1 KIF18B KRT10 LANCL2 LEO1 LGALS1 LGALS9B LMAN1 LSM2 LSM4 LTA LYNX1 MCTS1 MED24 MN1 MOV10 MRPL35 MRPL39 MRPL48 MRPS28 MRPS33 MTHFD1 MTX2 MVP NAA38 NABP1 NCOA7 NDUFA6 NDUFB6 NDUFC1 NEK2 NME1 NME2 NMI NOL7 NPC2 NSA2 NUAK2 NUDCD2 OCEL1 OSBPL3 OTULIN PAM16 PDSS1 PEX2 PFDN1 PGD PGM5 PHGDH PHLDA3 PLXDC2 PNO1 POLR1E PPIH PPP3CC PPP6C PRDX4 PSMA2 PSMA4 PSMA5 PSMB4 PTGES2 RABEPK RAD51AP1 RBIS RBL1 RBM14 RBMXL1 RFC5 RGS1 RNF114 RNF19B RPL7L1 RSAD2 RSRC1 S100A8 SERPINB9 SH3BGRL SLC16A5 SLC25A13 SNRPC SRA1 SRP14 SSR4 TACC3 TAP2 TAPBP TARS1 TCF19 TCP1 TFB1M TFDP1 THYN1 TIAM1 TIMM22 TKT TNFRSF9 TNFSF11 TOMM7 TPI1 TREML2 TSPAN9 TYW1 UBE2L3 UBXN2A VIM VMA21 VMP1 ZBTB32 ZNF207 ZNF524 ZNF593 ZSCAN22 GSE26727_WT_VS_KLF2_KO_LPS_STIM_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26727_WT_VS_KLF2_KO_LPS_STIM_MACROPHAGE_DN ACSL1 ACTG1 ADAM17 ADO AGO2 AHCYL1 AHR ARG2 ATF3 ATP1B3 ATP2B1 ATXN2 BCL10 BCL2A1 BIK BLZF1 CAND1 CASP10 CCL4 CCT5 CD200 CD40LG CD58 CDC42EP3 CDS2 CHMP1A CHSY1 CLIC1 COX17 CSTB CYCS CYP1B1 DAAM1 DIMT1 DLEU2 DUSP14 DUSP2 DUSP4 DUSP5 DYNLL1 EEA1 EIF2S1 EIF4A3 ELF4 EVI2B EZH2 EZR FAM131A FASLG FEM1B FEN1 FEZ2 FH FHL2 GABPB1 GEM GFI1 GNAI3 GNG5 GNL2 GPM6B GRAMD4 HINFP HIVEP2 HNRNPA0 HNRNPAB HNRNPF HOPX HOXB2 HPS5 HRAS IDS IER3 IFRD1 IL18RAP IL1B IL2 IMPA1 IPO7 IQCB1 IRF4 ISG20L2 IVNS1ABP KIFBP KLHL9 LPCAT1 LRRFIP1 LRRN3 LTBP4 LYSET MACF1 MAP2K3 MATK MBNL1 MINPP1 MKLN1 MRPL19 MUTYH NAB1 NCBP2 NELFE NFKB1 NFYA NLRP3 NOP56 NSMAF NUP160 NUP188 NUP88 PAF1 PAQR3 PEX3 PGAM1 PGGT1B PKM PLAGL2 PLEC PLP2 PNO1 PNP POP4 PPP2CA PPRC1 PRDX1 PRNP PSMD14 PSMD7 PSMD9 PTPN22 RANBP2 RANBP9 RAPGEF2 RBM14 REL RGS10 RHOG RLN2 RNF14 RP2 RPA3 RPN2 RRAS2 RRP7A S100A11 SACS SAFB2 SEC62 SERPINB8 SERPINE2 SH2D2A SLC1A5 SLC25A16 SLC5A3 SLC7A5 SNAPC1 SP3 SPRY1 SPRY2 SRR SS18L1 SUB1 SUCLA2 SYNCRIP TAF1B TEX261 TIMELESS TMEM243 TNF TNFRSF1A TNFRSF1B TNFSF14 TOR1B TOX4 TP53BP1 TRA2B TRAF1 TSC22D2 TUBA1A TUBA1B TUBB4B TXNDC9 UBA2 UBE2D1 UMPS UNG URB2 VAPA VDAC1 WBP1L WDR1 WDR47 YWHAE ZBTB24 ZC3H13 ZNF140 ZNF200 ZNF267 ZNF318 ZNRD2 ZPR1 GSE26727_WT_VS_KLF2_KO_LPS_STIM_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26727_WT_VS_KLF2_KO_LPS_STIM_MACROPHAGE_UP ACAA1 ACAP1 ACIN1 ADA APOB ARHGEF11 ARHGEF18 AUH B3GALT4 BBLN BCKDHA BDH1 BLM C2CD2 CA11 CADPS CASP4 CASQ2 CBL CCRL2 CD302 CDC25B CDK19 CEACAM7 CENPE CIZ1 CLDN9 COL14A1 CRYGD CTSA CTSK CXCL12 CXCR2 CXCR4 CXCR6 DCBLD2 DDIT3 DDX11 DGCR2 DGKA DGKB DISC1 DNAJB1 DNASE1L1 EN2 EPHB6 ERC1 EYA2 FAM161A FAM3A FCHO1 FGFR1 FHIT FLRT1 FNTB FOXO4 FYB1 GABBR1 GATAD1 GCA GIPC1 GLRA3 GPI GUCY2D GYPB H1-4 H2AC17 H2BC10 H4C3 HCRTR1 HDGF HERC2P3 HMGB2 HMGN2 HMGN3 HOXD8 HPGD HSF2BP ID1 ID2 IMPDH1 IQCE IRF3 IRF9 ITGB2 ITGB8 KAT2A KCNS3 KDELR3 KLF5 KRT34 LMO7 LRCH1 LRIG1 MAP3K3 MAPK11 MAPK3 MED24 MFNG MICA MID2 MINDY2 MPZL1 MRC1 MT1X MVD MVP MYOC NAAA NEURL1 NME3 NUCB1 NUP210 OMD P2RX5 PAPSS2 PARVB PCDH7 PEMT PENK PER1 PHKG2 PHLDA2 PIEZO1 PIK3IP1 PIM1 PIM2 PIP4K2B PLA2G1B PLA2G4C PNPLA6 PPEF2 PPIF PPP2R5D PRKD1 PROZ RAB31 RAPSN RBL2 RBM38 RDH5 RFNG RGP1 RGS1 RPL14 RPS14 RPS17 SC5D SCN7A SEC14L2 SERPINB5 SERPINF1 SETD1B SHOX SIGLEC6 SIK1 SIRPA SLC25A14 SLC46A3 SLCO2B1 SOCS1 SOX4 SOX5 SPICE1 SPP2 SRCAP SRD5A1 ST3GAL1 SUN2 SYNE1 TAFAZZIN TANC2 TBC1D9 TBXA2R THEMIS2 TIMM17B TMSB10 TNFAIP3 TOB1 TPM1 TPM2 TRAF3IP2 TRAFD1 TREX1 TRIB2 TRIM66 TRIO TSC22D4 TXNIP TYRP1 USP19 VWA5A WWOX XDH ZC3H7B ZKSCAN5 ZNF101 ZNF507 ZNF510 GSE26890_CXCR1_NEG_VS_POS_EFFECTOR_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26890_CXCR1_NEG_VS_POS_EFFECTOR_CD8_TCELL_DN ACCS ADA ADSS1 AHI1 ALG2 ALOX5AP AMPD3 ATIC ATP1B1 ATP6AP1 B4GALNT1 BBS9 BCL3 BHLHE40 BID C17orf58 C1orf159 C8A C8orf58 CALR CAMTA1 CAP1 CCDC115 CCDC137 CCNB2 CCNY CD40 CD68 CD7 CDC25B CDC42BPG CEP89 CFP CHD3 CHKB CHST7 CHTF8 CISD3 CLCN5 CLEC10A CNPPD1 COTL1 COX6A2 CTNS CTSV DAP DCTN6 DDB2 DDX19B DENND5A DENND6B DHRS3 DHX29 DIABLO DMPK DNAJC9 DNAL4 DNTT DUSP4 DYNLT1 EGFL6 ERG28 FAH FAHD2A FAM167A FAM234A FAS FLNA FMNL3 GABARAPL1 GGA3 GLYR1 GNPDA1 GOLGB1 GOLM2 GOT1L1 GPRC5B GRHPR GSTM4 GSTM5 GUSB H2AX HABP4 HAGHL HDAC11 HDAC6 HDDC3 HERC1 HIGD2A HNRNPUL2 IDH2 IFT140 ILK INTS13 ITGB7 KCNQ5 KCTD13 KDM4A KIAA0930 KLHDC9 KLHL14 KRT222 KRTCAP3 LAIR1 LAMTOR2 LGALSL LIFR LIPC LMAN2L LONP2 LTA LXN MACO1 MAN1C1 MEAK7 MIEN1 MLLT6 MLX MMP11 MPRIP MTFR2 MTHFD1L NBN NRM NUCB2 NXF1 PAN2 PANX1 PARP4 PCP4 PDRG1 PGRMC2 PHC1 PHF2 PHF5A PLCG1 PMM1 PPM1F PPP1R12B PPP1R21 RALGDS RASGRP3 RASSF4 RGS19 RHOA RND3 RPH3AL RRBP1 SAMSN1 SAYSD1 SCLY SEC31A SELENOH SEMA4B SEPTIN11 SEPTIN4 SERAC1 SERPINB1 SETD1B SIPA1L2 SLC22A15 SLC2A3 SLC2A4RG SLC41A2 SLC4A11 SLCO4A1 SNAP29 SPIDR SPRED2 SPTAN1 SSNA1 STAP1 STING1 TBC1D9B TCHP TECPR2 TEX48 TK1 TMEM161A TMEM26 TRAF3 TRIP6 TRMT2A TTL TTYH3 UBAP2L UBR5 VAMP1 VASP VMAC WBP1 WDFY2 WDR25 XBP1 ZNF25 ZNF512 ZNF512B ZNF638 ZNF692 ZW10 GSE26890_CXCR1_NEG_VS_POS_EFFECTOR_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26890_CXCR1_NEG_VS_POS_EFFECTOR_CD8_TCELL_UP ABTB2 AGRN AIDA ANKLE2 ANKRD12 AP4E1 APPBP2 ASB13 ATG12 AXL BAZ1A BCL2A1 BICRAL CALHM6 CAMKK2 CAPRIN1 CARMIL1 CCAR2 CCDC171 CCDC25 CCNL1 CCRL2 CD274 CD47 CD86 CEP295 CFAP210 CGAS CHD7 CLDND1 CMPK2 CNOT3 CNOT6L COX15 COX18 CPSF2 CRAMP1 CSDE1 CXCL10 CYBB DAXX DDX60 DECR2 DEK DLL1 DNAJC13 DPP4 DTX3L EHD3 EIF2AK2 ELF1 EPSTI1 ESF1 EVI2A EXOC4 FAP FBXO34 FDFT1 FOXP1 G3BP2 GBP2 GBP6 GBP7 GTF3C2 GYPC HAP1 HASPIN HEG1 HERC6 HLA-E HMGN3 HSH2D IDI1 IFI44 IFI44L IFIH1 IFIT1 IFIT1B IFIT2 IFITM3 INPP1 INPP4B INSIG1 IRF1 IRF7 IRF9 ISG15 ISG20 ITCH KBTBD2 KHSRP LARP1 LGALS3BP LPAR6 LPXN LSS LYN MARCHF5 MBD5 MBTD1 MED12L MFSD8 MGST2 MIDEAS MITD1 MLEC MPEG1 MREG MRFAP1L1 MRPL1 MRPL22 MTDH MX2 NAA20 NAMPT NCEH1 NCOA7 NFATC1 NIBAN1 NIT2 NLRC5 NOL7 NT5C3A OAS1 OAS2 OAS3 OASL OGFRL1 OXSR1 PABPC1 PACC1 PARP11 PARP12 PARP14 PARP9 PELI1 PHIP PI4KB PLAC8 PMEPA1 PML PNPT1 PPA1 PTGES3 PURA RIGI RILPL1 RNASEL RNF213 RNPS1 RSAD2 RSL24D1 RTP4 SAMD9L SAMHD1 SCIN SCO1 SERPINB9 SETDB2 SGCB SHISA5 SLF2 SLFN12 SLFN13 SLFN5 SPATA13 SQLE STARD4 STAT1 TDRD7 TET2 TLR3 TLR7 TM9SF1 TMEM140 TMEM185A TNFSF10 TOMM70 TOR3A TRAFD1 TRIM21 TRIM34 TTC39B TUT4 UBXN2B URI1 USP18 USP25 UTP14A VCPIP1 VSTM5 WLS XAF1 XDH ZBP1 ZC3H11A ZEB2 ZNF277 ZSCAN29 ZUP1 GSE26912_TUMORICIDAL_VS_CTRL_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26912_TUMORICIDAL_VS_CTRL_MACROPHAGE_DN ACSL5 ACSS1 ADAM8 ADCY6 AMPD3 ANK1 ANPEP AP1G2 APOA2 ARHGAP39 ASCL1 ATP6V0A2 AUP1 AURKA AURKB BABAM2 BATF3 BCL2A1 BLVRA BRK1 BYSL C1QA CASP9 CCR5 CCR7 CD37 CD52 CD68 CDC25C CDCA5 CHRND CHRNE CKS2 CLDN1 CLDN8 CLVS1 CMTM7 CNN2 CNOT3 COL22A1 COX14 CREB1 CRIP1 CRMP1 CSF1R CSF2RA CTSC CTSH CTSZ CWC15 CYB5R1 CYBC1 DAGLB DBN1 DCTPP1 DERL2 DHODH DNAJC5 DNPH1 DPAGT1 ECE1 ELOA ERO1B ESRRB EVL EXO1 EXTL3 F9 FCF1 FGF6 FGFR3 FH FNBP1 FNDC7 FXYD5 GCLC GDF3 GLI1 GMFB GMIP GNB4 GNG2 GNRH1 GNRHR GPD2 GPRASP1 GSTO1 GYS1 HLA-DMA HOXA7 HOXB5 IGF2BP1 IGSF8 IL18 IL18BP INCENP INPP5B INPP5D IRF4 ITGB2 KDR KIF1A KIF2C KIT KLRD1 LAPTM5 LGALS3 LPCAT1 LRATD1 LSP1 LY9 MACROH2A1 MAGEL2 MATN1 MFSD1 MRPL4 MRPS21 MTHFD2 MXD1 MXD3 MYCL MYG1 MYOG MYRF NAA35 NDE1 NDRG4 NEK4 NEUROG1 NFKBIB NUP62 OLFM1 PADI1 PADI2 PCBD2 PCNT PDLIM4 PDYN PIK3CD PKM PLP2 PNLIPRP1 PNMT POU3F1 PPARG PPFIA4 PPP1R18 PPP1R21 PRR5 PSME1 PTGER2 PTMS RAD50 RAD51 RALA RASA4 RGS10 RNF114 RPL6 RPLP1 RPS5 RS1 RTN1 SCAMP2 SEMA5B SEMA7A SHF SLC12A3 SLC52A2 SMARCD1 SMYD1 SPTLC2 SRSF9 ST6GAL1 STARD3 STAT5A SULF2 TBC1D1 TBXAS1 TENT5C TINF2 TMED10 TMED8 TMEM43 TMEM50B TNFRSF4 TNFSF9 TPPP3 TRPC5 TWF2 TXNDC17 TYROBP UBAC2 UNC93B1 VNN2 WDHD1 ZCCHC3 ZFHX4 ZNF276 ZNFX1 GSE26912_TUMORICIDAL_VS_CTRL_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26912_TUMORICIDAL_VS_CTRL_MACROPHAGE_UP AGTRAP AKIRIN1 ALAS1 ALDH3A2 ALDH7A1 ANKRD46 ARG1 ARHGAP35 ARPP19 ATP2A2 BCL2L2 BMPR1A BNC1 BPGM CA14 CAPN5 CASP12 CAVIN3 CCDC80 CCDC93 CCK CCNJ CDC42EP4 CDCP1 CDH4 CDS2 CDV3 CEBPD CELSR1 CFAP418 CFL2 CIPC CKAP4 CNN3 COL4A2 COPZ2 COQ9 CRYBB2 CRYL1 CTLA4 CTNNA2 CX3CL1 CYP2A6 DAB2IP DCTN1 DHRS3 DMTN DNAAF5 DNAJB4 DNAJC13 DPF3 DTX1 ELOVL6 ETFBKMT ETV1 EYA1 FAM3D FAM83H FASN FBLN2 FBXO15 FEZ2 FGF9 FGG FICD FN1 FOXN1 FOXO3 FZD4 GAB1 GCLM GDNF GHR GJA1 GJA4 GKAP1 GLRB GNAI1 GPAM HADH HDAC7 HEY1 HGSNAT HIC1 HOXA2 IDO1 IFITM3 INHBB IRF6 JKAMP KARS1 KDM3A KRT2 LASP1 LDHB LPL LTBP4 MAN2A1 MAOA MAP1LC3A MAPRE3 MGST1 MSC MT1E MYPOP NAV2 NCK1 NCKAP1 NDRG3 NDUFA5 NISCH NKIRAS1 NUDT19 P2RX1 P2RX6 PAWR PAX9 PCCB PCYOX1 PDGFA PDS5B PENK PGAM2 PGRMC2 PHAF1 PKD2 PLD1 PLEKHA7 PLGRKT PLS3 PLXNA2 PPIC PPL PSMD3 PTGS1 PTOV1 PTPRF PTRH1 RAB28 RAB34 RBP1 RBX1 RGS16 RHOB RIDA RNF6 RRAS RXYLT1 RYK S100A1 SCAMP1 SCHIP1 SEC16A SERPINB4 SERPINB5 SFN SFRP1 SHROOM3 SIPA1L2 SIX1 SKIC8 SLC12A4 SLC1A4 SLC25A36 SLC25A4 SLC32A1 SLC39A8 SLC46A1 SLC4A4 SLC6A8 SLTM SMPD2 SOCS1 SPARC SREBF1 ST3GAL6 TBCEL TDRP TIMM9 TLE1 TMEM150A TMEM45A TMPRSS2 TOLLIP TPH1 TRIM47 TUBB4A TULP3 TWSG1 UBE2H VCL VPS26B WNT10A WWTR1 XPR1 ZBTB2 ZC3H14 ZNF23 ZNF503 ZWINT GSE26928_CENTR_MEMORY_VS_CXCR5_POS_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26928_CENTR_MEMORY_VS_CXCR5_POS_CD4_TCELL_DN ADAM22 ADAMTS9-AS2 ADGRA1 ADGRF3 AGL AGPAT3 AK3 AK5 ALOX15B AMMECR1 ARAP1 ARHGEF11 ASS1 ATAD2 ATP4A BACH1 BAMBI BANP BAZ2B-AS1 BTAF1 BTBD19 C2CD3 CAMSAP1 CCDC93 CCNL1 CCSER1 CDK14 CFAP107 CHCHD4 CLEC4A CLEC5A CREB1 CSN1S2AP CTBS CUX1 CYFIP2 CYP2A7 CYRIB DCDC2B DDAH1 DEF8 DLL1 DNAJA4 DPH6 DTWD1 EHHADH ENGASE ERBIN FAM217B FAM53C FASTKD5 FLOT1 FOXP1 FZD3 GANC GARIN1A GARIN6 GATD1 GEMIN4 GID4 GLCCI1 GLS GNG7 GPR26 GPR75 GPRIN3 GRAMD2A GRHL2 GRIP2 GSTT4 GTF3C2 H2AC16 HAGHL HGD HLA-DMB HMHB1 HOXA5 HPS4 ITPR1 KCNA6 KCNC4 KDM2A KLHL5 KLK11 KMO LANCL1 LDLRAD4-AS1 LIMS1 LINC00265 LINC00472 LINC00652 LINC01096 MAP2K5 MAP3K4 MAP3K8 MAPK1 MARF1 MBOAT1 MC3R MCUB MDC1 MIR205HG MYH11 NAB1 NINJ2-AS1 NKX2-1 NME4 NPAS3 NR1H3 NRIP1 NSUN3 NT5DC1 NTN5 ODF1 ONECUT2 OR10H3 OR9A1P PAN3 PARS2 PAXIP1 PCP4 PDZD9 PHRF1 PLCD4 PLXND1 POF1B PRL PRMT7 PTBP2 PTHLH PUDP QSER1 RAD21 RBM17 RBM33 RBM43 RETREG1 S1PR3 SBF2 SDC1 SDCBP SEC31B SENP2 SETD6 SETDB1 SFMBT2 SIGLEC16 SLC16A10 SLC25A31 SLC9A8 SNN SNTB1 SNX27 SNX29 SSBP2 SUFU SUSD1 TAC1 TAF11 TAS1R2 TBX10 TC2N TCF7L2 TENT5A TEX10 TFCP2 THAP2 THUMPD3 TLK1 TMEM151B TMEM176A TMEM254-AS1 TMEM45B TNFRSF10A-DT TSPAN10 TSTD2 TUT7 UNC50 USF3 VENTXP1 VNN1 VPS41 WFIKKN2 YPEL5 YTHDC2 ZFAND5 ZFP42 ZMYM2 ZNF141 ZNF225-AS1 ZNF33B ZSCAN23 GSE26928_CENTR_MEMORY_VS_CXCR5_POS_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26928_CENTR_MEMORY_VS_CXCR5_POS_CD4_TCELL_UP ABCB8 ACY3 ADAMTSL4-AS2 ADARB1 ADGRE3 ADK AP3S1 ARL6IP4 ASL ATPSCKMT BAX BTD C12orf75 C9orf85 CAMK1 CCDC65 CCDC81 CD109 CELF4 CHMP6 CHPF CILP2 COQ8B CPSF1 CTSW CYTH2 DANCR DBN1 DGAT1 DPYSL3 DRAXIN EFHC2 EHBP1L1 ELOA EMP3 EVA1B FAM181B FAM78B FANK1 FGF3 FHDC1 FURIN GALK2 GAS8-AS1 GATA3 GATAD2A GCHFR GET4 GMPPB GNB1 GPR55 GPR6 GPR65 GPS2 GRAP2 GXYLT2 H1-2 HAPLN4 HCST HMGB3P22 HOPX HPGD HRH1 HYCC2 ID4 IGFL1 IL17RC ILVBL KCNJ11 KCNJ16 KLHL4 KREMEN1 LAX1 LCIIAR LCN1 LINC00857 LY96 MADD MGAT2 MGAT4C MICOS10 MRC2 MROH2A MRPL24 MRPL58 MRPS28 MRPS7 MT2A MUC5AC MYBPC1 MYH16 MYH6 MYL1 MYL12B MZT2B NDN NFASC NKX3-2 NKX6-3 NLRP11 NME3 NPHS1 NTAQ1 OAF OPRPN OTOP2 P2RX7 P4HA3 P4HB PADI3 PCBP4 PCDHA3 PCGF3-AS1 PDE4D PHF5A PKM PLEKHG1 PLK3 PMS2P9 PNCK PNPLA3 POSTN PPM1G PPP1R14A PRDX1 PSMA7 PSMB8 PSMD14 PSMD9 PSORS1C3 PTGDS PTPN13 PTPRZ1 PXMP2 RALY RAPGEFL1 RASGEF1A RASL11B RBM8A RBMY3AP REC114 RHOJ ROR2 RPS5 RUNX3 S100A10 SALL1 SEC14L3 SEC14L5 SELENBP1 SGSM3 SIRT2 SLC16A3 SLC18A2 SLC1A1 SLC22A11 SMDT1 SNED1 SNTG1 SPAM1 SPTBN4 SSR4 STMN3 STX4 STYK1 SYNJ2 TAF13 TAMALIN TAS2R50 TBC1D10A TBX22 TEX49 THNSL1 TLR9 TMEM119 TMEM229B TNF TNNI3K TRIM36 TSR3 VAMP5 VSTM4 WDR88 WEE1 ZBTB12 ZDHHC11 ZMYM5 ZNF321P ZNF684 ZNF853 GSE26928_EFF_MEMORY_VS_CXCR5_POS_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26928_EFF_MEMORY_VS_CXCR5_POS_CD4_TCELL_DN ABITRAM ACTN1 ACTR3B ADAMTS9-AS2 AFF4 AICDA ANKRD29 AP3M2 AP5M1 APOB ARHGEF28 ART1 ASB8 AUH BBS2 BBS9 BCL10 BCL2A1 BEX1 BEX3 C12orf4 C1orf54 C2orf74 C8orf34 CABS1 CAND2 CCDC144A CDC6 CDH12 CENPC CEP135 CERS6 CES4A CFAP54 CHI3L2 CIBAR1 CLEC4A COL1A2 CPVL-AS2 CR2 DCAF10 DCAF4L1 DHX15 DLL1 DPY19L4 DRAM2 E2F6 EBF2 EIF5A ERBB4 ERCC6L2-AS1 FAM172A FAM184A FAM220A FAM241A FAM53C FASTKD5 FAT3 FGF8 FILIP1L FRAS1 FUT3 GAL3ST4 GALNT1 GALNT12 GEMIN4 GJB6 GKAP1 GOPC HEATR5A HECTD2 HERC4 HGD HNRNPA2B1 HNRNPH1 HSPH1 IDNK IGF1R INPP4B IPMK KCNA5 KCNK1 KCNQ3 KDF1 KDM2A KIF13A KLHDC1 KLHL29 KLHL3 KRCC1 KRT84 LARGE1 LDLRAP1 LINC00173 LINC01181 LINC01252 LINC02731 LINC02796 LYRM9 MAP3K4 MAPK8 MARCHF3 MBIP MDS2 MYCBP2 N4BP2 NAP1L3 NDUFS4 NEK9 NEUROD2 NFX1 NIF3L1 NPAP1 NRIP1 OR13C4 ORC2 PABPC3 PAN3 PARS2 PCSK5 PEX7 PHF10 PIK3C2A PIP4P2 PLAG1 PLPP6 PPCS PPP4R4 PTBP2 QSER1 RABGGTB RETREG1 RIF1 RIMKLA RMND5B SAPCD2 SART3 SDCBP SEC16A SEPHS1 SERINC5 SFMBT2 SHANK3 SLC11A2 SLC38A6 SLC39A10 SLC7A6OS SLC8B1 SNX29 SPART SPDYE1 SPEN-AS1 SPINT2 SPRR1B SSBP2 STRADB TAFA1 TC2N TCEA3 TENT5B TGM7 THAP5 THAP6 TIMP2 TLK1 TMED7 TMEM123 TMEM17 TMEM218 TMEM232 TMEM80 TOP1MT TRABD2A TRADD TXK UBR3 UFL1 VCPKMT VNN2 WDR27 WNT8A XPNPEP3 XRCC4 YES1 ZBTB33 ZMYM2 ZNF10 ZNF107 ZNF23 ZNF280D ZNF558 ZNF682 ZNF83 ZSWIM6 GSE26928_EFF_MEMORY_VS_CXCR5_POS_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26928_EFF_MEMORY_VS_CXCR5_POS_CD4_TCELL_UP ABHD15 ACTR5 ADAMTSL4-AS2 ANGPT4 ANTXR1 ANXA2P2 AP2M1 ATG16L1 B3GALT1 BHLHE40 BMP15 C10orf62 C1QB C9orf152 CBX2 CCDC157 CCDC63 CCDC92 CD59 CD70 CDIPT CENPE CHPF CLIC3 CLPTM1 CLSTN3 CMIP CREB3L2 CSTB CXCR3 CYP4F2 CYP8B1 CYTH2 CYTH3 DBN1 DCP1B DCTN1 DDRGK1 DOLPP1 DPYSL4 DRAXIN DSCR10 EIF6 EML6 ENC1 EOMES EPAS1 EPHX4 ERN1 ETV7 FA2H FAM124B FAM181B FAM185A FAM43A FBXO39 FES G6PD GAB4 GALM GDAP2 GFRA1 GNB1 GNGT2 GPNMB GZMA GZMB H3C11 HBQ1 HES2 HNF4G HOXB9 HPS6 HSPA1A HYCC2 IL17RB IL18RAP INPP1 INSL6 IRF4 IRX5 ISLR2 IZUMO1 KCNA6 KCNJ11 KCNK17 KCTD7 KDSR KIF21A KLF2 KREMEN1 KRTAP4-12 LAGE3P1 LIN7B LINC01128 LL22NC03-63E9.3 LMX1A LTK MAP2K3 MAP4K4 MCMDC2 MFSD10 MIR21 MRPL2 MRPL58 MT1HL1 MUC4 MYF5 MYOD1 NDN NDUFA11 NOD2 NR2F2 NRROS NUFIP2 OR5E1P PABPC4 PACSIN2 PASD1 PCNX3 PHF21B PIGT PLA2G2E POLR2G PPP1CA PRDM5 PRDM8 PRDX1 PRH1 PRR5 PSKH2 PSMB6 PSMD14 PTMA PTPN13 PTPN21 PWWP2B RAD51AP1 RETSAT RNASEH1-DT ROR2 RRAGA RUNX2 S100A10 S100A6 SCAMP2 SCRIB SDHAF1 SERTAD4BP SEZ6L SGSM3 SIVA1 SLC25A35 SLC25A48-AS1 SLCO5A1 SNX30 SOCS2 SPAG6 SPIN2A SPINK4 SSX5 STK32A STX4 SUSD2 TFAP2E THAP8 TMEM102 TMEM198 TNFRSF18 TOP2A TP53I13 TPRG1L TREML1 TRG-AS1 TRPC2 TSSK1B UBAP2 UBE2M UPP1 USF1 USP4 VRK3 WDR18 WDR86-AS1 ZBTB12 ZFYVE1 ZGPAT ZNF554 ZYG11A GSE26928_EFF_MEM_VS_CENTR_MEM_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26928_EFF_MEM_VS_CENTR_MEM_CD4_TCELL_DN ACTN1 ADAL ADAMTS5 AFP AHCY AIF1 AKAP12 AKT3 ANXA9 ARMCX1 ASB14 ASB8 ATP11B BAG4 BBS2 BEX3 BLID BNC2 BNIPL BTF3P12 C10orf95-AS1 C1orf50 C8orf33 CALCB CAPNS2 CATSPER3 CCDC65 CECR2 CFAP47 CFAP74 CFAP99 CHMP1B CHST5 CILP CLHC1 CNKSR1 COA5 CRX CYP51A1-AS1 DAOA-AS1 DEFA4 DLEU7 DMXL1 DNAJA2 DOK5 DPY19L4 DRAM2 ENOX1 EPPK1 FAHD2A FAM172A FAM193B FAM241A FAM78B FAM95A FBXO28 FGF23 FGF8 FHDC1 GANAB GARIN6 GAS2L2 GCOM1 GLS GPR15 GPR160 GPRASP2 GRAMD2A GRAP2 GRM7 GSTCD GXYLT2 H1-0 HMGN5 HSF2 HYCC2 IL36G IL6ST-DT IQCM ITGA6 KRT19P2 LEMD3 LINC00163 LINC00477 LINC02003 LINC02891 LRP2BP LYRM9 MAMDC2-AS1 MARCHF7 MCOLN3 MDS2 MFSD14A MINDY4 MMP3 MORC3 MRPL50 MTARC2 N4BP2L1 NDUFS1 NIF3L1 NIPSNAP2 NKAIN4 NLE1 NSMCE1 OAF OTOP2 OXNAD1 P4HA3 PDSS2 PGBD1 PICSAR PJA2 PLPBP PLXNA4 POM121L8P PPCS PRR9 PSMA8 PURB RAB30 RABEP1 RAD9B RCN2 RDUR RETREG1 RGL4 RHBDD3 RIN2 RNF103 RPAP3 RPRD1A SCML1 SERPINA3 SESN3 SFMBT2 SLC15A2 SLC39A10 SLC4A3 SLC8B1 SMARCA5 SMDT1 SNHG3 SNTB1 SPATA25 SPATA6 SPDYE1 SPINK7 SPTBN4 SSPN SSTR5 STAT1 STIL STRA6 STRN STYX TAF13 TAFA1 TAS2R14 TBC1D12 TCEA3 TENT2 TEX41 THAP5 THOC7 TLK1 TNFRSF10D TNFRSF8 TPT1P8 TRABD2A TRAPPC13 TRIM2 TTTY2 TXK UNKL USP10 USP30-AS1 XBP1 ZFP1 ZMYM2 ZNF138 ZNF33A ZNF407 ZNF43 ZNF439 ZNF484 ZNF638 ZNF702P ZNF813 ZNF83 ZNF844 GSE26928_EFF_MEM_VS_CENTR_MEM_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26928_EFF_MEM_VS_CENTR_MEM_CD4_TCELL_UP AASS AATK ABHD15 ADAMTS16 ADRB2 AHNAK ALDH9A1 AQP4-AS1 ARFGAP3 ARHGEF12 ATP1B1 ATP2A2 BCL2L1 BCL7A BHLHE40 BRICD5 C12orf50 C1orf174 C1orf226 C20orf181 C4orf48 CATSPERB CCDC86 CCL5 CDAN1 CDCA7 CDK14 CEP55 CLIC3 CLPTM1 CMIP COMMD7 CORO1C CRNDE CTLA4 CTNNA1 CTXN3 CYP4A11 DEFB114 DNAJB11 DND1 DNMBP DOK4 DOK7 DPYSL4 DSCR10 DTNA DYNLRB2 DYRK3 EML6 EOMES EPAS1 EPHX4 EVL F2R F5 FAM181B FAM217B FAM236A FAM43A FBXO31 FGFBP3 FHL2 FKBP11 G6PD GAB2 GALNT1 GCLC GFOD1 GNA15 GNS GPX1 GZMB H3C7 HES6 HHLA2 HINT2 HIP1 HLA-DPA1 HLA-DRA HNF1A HOPX HPGDS IER5L IGF2BP2-AS1 IL10 IL17RB ITGAM ITIH2 KCNA2 KHDC1 LGALS2 LINC00032 LINC00630 LINC00937 LINC01096 LINC01098 LINC01686 LLGL1 LLGL2 LPCAT1 LPGAT1 LRRC3B LRRC45 LSM14B LSMEM2 MAF MAP2K3 MAP3K8 MARK1 MEAF6 MEPE METRNL MFSD10 MFSD9 MISP3 MMP8 MRC1 MROCKI MYO1F N4BP3 NCR1 NDUFA4L2 NEFM NOVA2 NPFFR2 NPVF NUSAP1 NUTM1 ONECUT2 OR10A3 OR5E1P PARS2 PAWR PCDH7 PLA2G7 PLEKHA3 PLEKHF1 PMS1 POGLUT2 PPM1L PRDM13 PRKAA2 PRR5 PTGER2 PTK2B PTPN9 PTPRS RAPGEF4-AS1 RBM15 REEP4 RGS6 RHEX RTP1 SETD3 SLC30A1 SLC30A6 SLC41A2 SLCO5A1 SLF1 SLX4IP SMIM3 SNRNP48 SNX30 SPATA32 SPC24 SSH1 STAM STMN2 STX3 SYT1 TAF5L TGIF1 TIMP2 TMEM132B TMEM52 TPBG TTTY13 UBE2C UBE2T UPP1 UTP11 VCAM1 VSTM4 WDR35 WEE1 WWTR1 XCL1 ZBTB32 ZNF365 GSE26928_NAIVE_VS_CENT_MEMORY_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26928_NAIVE_VS_CENT_MEMORY_CD4_TCELL_DN ACAN ACTR1A AFG3L1P ALOX5 AMDHD2 ANO6 ASL ATG5 ATP6V1F BLOC1S2 BSG BTRC C12orf75 C1orf53 CACNG2 CAMK2N1 CCNF CD109 CD58 CEP164 CFH CHMP1A CHSY1 CIPC CLEC4G CMTM3 COL1A1 COPS3 COX5A CREB3 CSPG5 CTSH CXCL16 CYB5D1 CYB5R4 CYTOR DHRS7B DIAPH1-AS1 DNAJA2 DNAJC15 DONSON E2F8 ELK3 ELL2 EPHA4 EPS8 ETNK2 F12 FAM110B FBXO28 FBXO45 FERMT3 FREM2 FRMD4B FXYD7 GALM GALT GAS2L2 GNG2 GNS GPATCH1 GPR137B GPR65 HELLS HES6 HIVEP3 HLA-DPA1 HMCN2 ICA1 IGFBP3 IGHV7-81 IL2RB INPP5D ITIH1 ITPK1 KEAP1 KIT KLHDC10 KLHL4 KRTAP4-1 LATS2 LGALS1 LGALS3 LIMS1 LINC00305 LMNA MARCKS MBOAT1 MGST2 MIB1 MIR21 MMP1 MMP17 MPST MRC2 MTHFD2 MUSTN1 NAA80 NAB1 NECTIN3 NEU1 NOD2 NOL10 NPDC1 NSD2 NUP62 ODF2L P2RY14 P4HB PARD6A PGM1 PHLPP2 PHTF1 PIKFYVE PITPNA PLEKHG1 POLE2 POLR2F POMT1 PRDX1 PRNP PRXL2C PSMB2 PTPN13 PTTG1 PTTG3P RASD1 RBBP7 RGN RHOC RILPL2 RMC1 RTL6 RUNX3 SCAF11 SCO2 SCYL3 SDF2 SEC11C SEC14L1 SETD3 SH3BP1 SIAH2 SLC2A3 SLC52A2 SMCO4 SMIM13 SMIM31 SND1-IT1 SOWAHC SPATS2 SPON1 SPRED2 SPTBN4 SRA1 SRP72 ST6GALNAC1 ST8SIA1 STARD7 STIMATE STOM STX1A SYT11 TAF3 TBC1D12 TBK1 TBX15 TKTL1 TMED1 TMEM38A TMEM59 TMPRSS11E TMX4 TP53BP1 TRIM62 TRIML2 TSPAN15 TUBB3 TUBGCP4 TXNDC11 TYW5 UBE2L3 UBE2S UBE2T UST VN1R3 VRK2 VSTM2A-OT1 VWA5B1 WNT10A ZFYVE28 ZNF142 ZNF16 GSE26928_NAIVE_VS_CENT_MEMORY_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26928_NAIVE_VS_CENT_MEMORY_CD4_TCELL_UP ACTN1 ACVR1C ACY1 ADGRA3 AIF1 AKR1A1 ALS2CL ANKS1A APEX1 ARMCX2 ATP10A BCDIN3D BSCL2 BTN3A1 C11orf71 C1QTNF3 C1orf174 C3P1 CASP10 CBX7 CCR7 CDNF CFAP418 CNKSR2 CREBRF CRP CRTC3 CRYGN CSKMT CTSF DCHS1 DOLK DPEP2 DRAM2 DYNC2LI1 EEF2KMT EIF1AX ENSG00000291107 ERMARD FAHD2A FAM120C FAM13C FAM216A FHAD1 FOXN3 FRRS1L FTL GLB1L GPRASP3 GRK7 HAND1 HERC2 HOXB9 HSF2 HTN3 IDNK IKZF1 INPP4A ITPKB KCNA6 KDM4C KIFAP3 KLHL32 LAMC2 LANCL1 LAPTM4B LAS1L LEF1-AS1 LEPROT LIG1 LINC01098 LINC01193 LINC01550 LIPT1 LRP6 MCFD2 MDS2 MED30 METTL15 MFSD8 MPP1 MRNIP MROH1 MRPL24 MRPS9 MTA3 MYB MYO9A NAA16 NBEA NET1 NEXN NFKBIL1 NOSIP NR2C2 NTN5 NUMB NUP35 ORMDL1 OXNAD1 PAAF1 PARP16 PBLD PC PDE7B-AS1 PDIA5 PDZD9 PEF1 PEX11B PEX12 PHF7 PHYH PIK3R2 PLCL1 PMS2P1 PNPLA7 POP5 PPFIBP2 PPID PRDM10 PREB PRRC2B PTK2 RAB24 RAB30 RAB3A RBCK1 RFX5 RGL2 RHOBTB3 RMI1 RNF157 RTL8C RWDD2A RYK SERINC5 SETD6 SETDB1 SLC26A4-AS1 SLC35E3 SLC35F6 SLC37A4 SLC39A10 SMAGP SMOC1 SNHG3 SNX27 SPAG5-AS1 SPATA5 SPPL2B SSBP2 ST6GALNAC4 STX3 TAPT1 TATDN2 TBP TMEM71 TNFRSF10D TNIP3 TP73-AS1 TRABD2A TRIM56 TRPV1 TSC1 TTC28 TTC32 UBAC2 VPS13C WDR3 WDR77 YTHDC2 ZBTB44 ZC3H12B ZC3H6 ZFP36L1 ZNF134 ZNF141 ZNF232 ZNF362 ZNF395 ZNF436 ZNF512 ZNF512B ZNF582 ZNF658 ZNF660 ZNF688 ZNF706 ZNF844 ZNF879 ZSCAN18 ZSCAN25 GSE26928_NAIVE_VS_CXCR5_POS_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26928_NAIVE_VS_CXCR5_POS_CD4_TCELL_DN AAGAB ABCC10 ACTR1A ADAM22 ADAM8 ADIPOR2 AGL AMDHD2 AMMECR1L ANKRD12 ANKRD13A ANO3 ANO6 ANXA2 AP3D1 AREL1 ARHGAP5 ATG2A ATP6V1D ATP6V1FNB AURKC BRSK1 BTBD7 CARD14 CASC11 CASC3 CD58 CDKN1A CEP72 CEP89 CHMP2B CLK4 CMTM3 CNNM4 COPZ2 CORO1C COX5A CREBBP CSN1S2AP CSPG5 CST2 CUZD1 CXCL1 CXCL10 CXCR4 CYRIB DHCR7 DPPA4 DPY19L1 DPYSL2 DSCR9 DUSP16 ECPAS EFNB1 EIF5A ELAPOR1 EMX2 EPN2 EPS8 ERBIN EXOSC1 EXTL3 FBXO42 FBXW7 FDXACB1 FERMT3 FGF7 FHOD1 FKBP11 FKBP1B FRAS1 FZR1 GAK GALM GAS2L3 GDAP2 GNS GPR137B GSE1 GTF2IRD2 HAGHL HEATR1 HELLS HERPUD2 HPS1 HYAL4 IGFBP3 ITPK1 ITPRIPL1 KBTBD8 KCNJ2-AS1 KCTD20 KLHL18 LGALS8 LIMS1 LINC00963 LINC01720 LIPG LRIG1 LRP2 MADD MC3R MCOLN2 MCRS1 MDC1 MELK MGAT2 MIAT MIR21 MPST MRPS36 MTMR9 MYO1G NAA40 NCOA2 NECTIN3 NEDD9 NETO2 NME8 NPDC1 NUP62 NXF3 ODC1 PCLAF PEA15 PHAF1 PHLDA2 PHTF1 PLCB3 PLEKHB2 POLK POLR3E PRKCB PRNP PSEN1 PTH2R PTHLH PWWP2A PYHIN1 RAB6A RABGAP1L RAP1GDS1 RASD1 RBPJ RFC5 RNF152 RP2 RTL6 RTN4 SCGN SEC11A SELENOS SETD1A SETD2 SETD3 SETD7 SMIM31 SPAG9 SPPL2A SPRED2 SRA1 STAG3L4 STARD7 STK24 SURF4 SUSD1 SYT11 TAF2 TAF3 TAS1R2 TAS2R7 TBK1 TENM1 THAP12 TLCD4 TMEM45B TNIP2 TOMM22 TRRAP TSPAN15 TTL TXN TXNDC11 VASH1 VRK2 WSB2 XPNPEP1 YIPF6 ZBTB6 ZFAND5 ZNF547 ZNF625 ZNF80 ZSWIM6 GSE26928_NAIVE_VS_CXCR5_POS_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26928_NAIVE_VS_CXCR5_POS_CD4_TCELL_UP ACBD4 ACTG1P17 ACTN1 ACVR1C ADGRA3 AHSA2P AIP ALAD ALKBH7 ANKS4B APEX1 ARL6IP4 ASIC4 ATF7IP2 ATG10 ATPSCKMT ATRAID ATXN10 BBS2 BCDIN3D BET1L BRSK2 BTN3A2 C19orf12 C1orf109 C2orf92 C8orf58 CBR1 CCDC63 CCDC65 CCDC88B CCR7 CDIPT CDKN2D CFAP418 CFAP57 CFAP69 CIAPIN1 CITED4 CMKLR1 COL18A1 COQ8A CSF2RA CUX2 CYP4X1 DENND5A DGKA DHDH DIP2B DNAI3 DSC3 EEA1 EGLN2 ELP5 ENGASE ENSG00000170846 ENSG00000284691 ENTREP2 EPB41 ERC1 EXOSC7 FAM220A FAU FBXW4 FBXW8 FHIT FHL1P1 FMC1 FOXN3 FRMD7 FUNDC2 FXYD5 GGTLC1 GJB5 GPALPP1 GSAP GUCY2C GXYLT1 H2BC1 H6PD HEMGN HJV HNRNPA2B1 HOXA6 HPGD HSBP1L1 IKZF1 KAT2A KATNIP KCNA4 KCTD17 KLHL11 KLK6 KRT32 LACTB2-AS1 LCDR LEF1-AS1 LINC00205 LINC01193 LINC01550 LINC01588 LRRC3 LRRC41 MAD2L1BP MAP2K6 MAP3K3 MAP4K4 MDS2 MFSD4A MPI MRNIP MRPL43 MRTFB MTAP MTMR8 MUC19 MYB NAA80 NAIF1 NAP1L4 NARS2 NKIRAS2 NME3 NOG NPHS1 NPM3 NUCKS1 NUDCD3 PAAF1 PAX5 PDE7A PDE7B-AS1 PEX11B PHYH PIK3R2 PIP4K2B PLCL1 PNPLA7 POLL POLR3C POP5 PRKCA PSKH2 PSMB8 PTCH2 RAB33A RBM7 REEP6 RNASEH1-DT RNF175 RNF20 RRAGB SAMD9L SATB1 SEC31B SGSM3 SIRT3 SLC12A3 SLC25A11 SLC25A38 SLC4A5 SLC5A4 SLC7A6OS SNN SPPL2B SSBP2 STARD8 SYTL1 TAF1L TBP TDO2 THNSL1 TIMM13 TMCO4 TMEM168 TMEM204 TMEM243 TMEM38B TPRG1L TRIM44 TRPV1 TTLL1 UBXN10 UNKL VSTM4 WDR7 WDR88 WNT7B ZBTB4 ZBTB7C ZIC4 ZNF224 ZNF512 ZNF541 ZNF705G ZNF815P ZSCAN18 GSE26928_NAIVE_VS_EFF_MEMORY_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26928_NAIVE_VS_EFF_MEMORY_CD4_TCELL_DN ABCG5 ADRB2 AFG3L1P AGR2 AMPD3 ANKRD30BP3 ANTXR2 ANXA2 ANXA2P2 APOBEC3C ATP2A2 ATP2B1 BARD1 BCL2L1 BIN3 BLTP3B CCDC107 CCL5 CCNE2 CD109 CD34 CDADC1 CDS2 CENPE CENPJ CENPU CEP89 CFHR2 CHN1 CLIC3 CLPTM1 CMTM3 CNNM4 CRAT CRHR1 CSPG5 CTSH CTSZ CYRIB CYTH2 DDX19B DEFT1P DGCR8 DHRS7B DOK3 DPY19L1 DPYSL2 DSE DTL ECE1 ECPAS ELF4 ELL ELL2 EOMES EPS8 F2R FAIM2 FAM3D FBXO7 FBXW7 FEZ2 FLJ20021 FLRT2 FLT1 FRMD4B GCNT1 GLTP GNS GPR137B GRB2 GUCA2A HDLBP HELLS HIVEP3 HYLS1 IGFBP4 IGSF9B IL18RAP IL4I1 KCNK12 KCNN4 KCTD1 KEAP1 KIF21A KLHDC10 KNL1 LGALS1 LGALS2 LIMS1 LINC00626 LINC03032 LMNA LYVE1 MAPKAPK2 MCAM MCOLN2 MFSD9 MGAT2 MRC2 MT2A MTRR N4BP3 NAGS NASP NAT8 NCOA6 NDUFA11 NDUFA6 NECTIN3 NEK4 NEU1 NMNAT3 ODC1 ONECUT3 PAK4 PAM PAPSS1 PARP8 PBX3-DT PCDHAC2 PCDHGA10 PDZD4 PFKFB3 PIGT PIK3R1 PITPNA PKP1 PLEKHB2 PMEPA1 PMM2 POLR2F PPP3CC PRDM1 PRKAB1 PRLR PTPN13 PTTG3P RABAC1 RABGAP1L RAC1 RAPGEF1 RECQL RPPH1 RTL6 RTN4 RUNX3 S100A10 SAMD3 SAP30L-AS1 SAT1 SCGN SLBP SLC2A3 SLC39A11 SLC6A1 SLC8A1-AS1 SLCO4A1 SMIM31 SNRNP200 SNTB2 SOWAHC SPPL2A SPRED2 SRI SRP72 SRRT ST7 STOM SURF2 SUSD1 SYT11 TAF1B TAFA2 TBC1D8 TFAP2E TGFBI TKTL1 TMED9 TMEM216 TMEM62 TMX1 TNF TNFRSF12A TNFRSF1B TP53BP1 TP53INP2 TSC22D3 TSPAN15 TUBA3D TXN VN1R3 WSB2 ZNF90 ZSWIM6 GSE26928_NAIVE_VS_EFF_MEMORY_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE26928_NAIVE_VS_EFF_MEMORY_CD4_TCELL_UP ACBD4 ACSS2 ALS2CL ANKRA2 ANP32A APCS ARMCX1 ASB13 ATF7IP2 AZI2 BAG4 BCAS4 BCL2 BDH1 BET1 C1orf109 C2orf74 C8orf33 CASP10 CCDC28A CCDC65 CDCA7L CDKAL1 CDR1 CECR9 CERS6 CFAP418 CLK4 CNKSR2 COL18A1 COL4A4 COQ8A DDX18 DNAJC5 DOLK DPEP2 DSG3 EAF2 EHBP1 EIF1AX EPB41L4B ERC1 ESR1 EVL EXOSC7 FAM193B FAM228B FAM241A FBXL17 FBXL4 FBXW4 FILIP1L FILNC1 FUBP1 GALNT14 GPATCH8 GPR157 GRK7 GTPBP10 GXYLT1 H2AC6 H4C8 HCG4B HELQ HERC2 HSD17B6 HSF2BP ICAM2 IPCEF1 KBTBD3 KLF7 KLHL11 KLHL22 KLHL3 KLHL32 KLHL9 KRT27 LARP4B LAS1L LGSN LIG1 LIPT1 LRP6 LRRN3 MARCHF3 MAVS MCFD2 MCM7 METTL15 MNS1 MOSPD2 MRPL19 MRPL24 MRPL51 MSRB2 MTAP MTRFR N4BP2L1 NCKIPSD NDUFS4 NEK9 NEXN NSMCE4A NTM OCM2 PCMTD2 PHGDH PHYH PIK3R2 PIP4K2B PLLP PLXDC1 POLL POP5 PPCDC PRDM15 PRKCA RAB33A RABEP1 RALGPS2 RB1CC1 RBCK1 RBM48 RCAN3 REEP6 RHOBTB3 RMND5B RNF157 RNF175 RPP14 RRN3P1 S1PR1 SATB1 SCAND2P SCML1 SCML2 SEPHS1 SFXN4 SGSM3 SLC11A2 SLC8B1 SMAP2 SMO SNHG3 STK25 STX16 STYX SUN1 TAF1 TARBP1 TAS2R14 TBP TCEA3 TENM1 TFDP3 TGFBR1 THAP5 TMEM132B TMEM134 TMEM204 TMEM243 TOPORS TP73-AS1 TTC14 TTC28 TTC32 UQCC1 UQCC6 VPS35 WBP4 YES1 ZBTB7C ZC3H12B ZC3H6 ZC3H8 ZC4H2 ZFHX3 ZIK1 ZNF107 ZNF224 ZNF23 ZNF33A ZNF37BP ZNF512 ZNF518B ZNF606 ZNF682 ZNF705G ZNF815P ZSCAN18 GSE2706_2H_VS_8H_LPS_STIM_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2706_2H_VS_8H_LPS_STIM_DC_DN ADTRP AFDN AIDA AIM2 AK8 ALOX15B ANKRD33B APOBEC3A APOBEC3G APOL2 ARHGAP22 ATF5 BASP1 BHLHE22 BLVRA C15orf48 C1orf21 C4orf46 C5orf15 CALHM3 CASP7 CCL5 CCNA1 CCR7 CD38 CD48 CEP135 CFAP161 CFAP65 CFAP70 CFB CLDN6 CLEC2D CNOT4 CNP COBLL1 CRACD CSF2RA CSRNP2 CXCL6 CYP27B1 CYRIA DDX60 DDX60L DEPDC7 DHX58 DNAI3 DTX3L DUSP4 DUSP5 DYNLT1 EBI3 EED EIF2AK2 ENSG00000229727 ENSG00000255537 EPSTI1 ETV7 FLACC1 FOXG1 FSD1L FXYD6 GBP4 GCKR GRB10 GUCY1A1 GUCY1B1 HAPLN3 HCFC2 HLA-F HLA-G IDO2 IFI35 IFITM1 IGF2BP3 IGSF21 IL15RA IL2RA ITGB8 JAK2 JAK3 KDM6A KIAA0040 KYNU LAMB3 LAMP5 LDLRAD3 LILRA3 LILRB2 LINC00158 LINC00467 LINC01141 LINC01181 LINC01356 LRRFIP2 LYN LYSMD2 MAGEA8 MAP3K13 MAP4K4 MGLL MMAA MOV10 MS4A14 MSC-AS1 MT1X MT2A MYH7B NCF1C NCK2 NECTIN2 NFAT5 NFKB1 NLRC5 NMI NTN1 NUB1 NUP210L OAS1 OPTN PCGF5 PDE4DIP PEX13 PI4K2B PLA1A PLAC8 PLSCR1 PLXNC1 POU6F2 PPA1 PPFIBP2 PPM1K PPP2R2A PRR5L PSD3 PSMA2 PSMA3 PSME2 RAB29 RAB30 RAD9A RDX RFTN1 RPS6KC1 RSBN1L SAMD9 SCYL3 SERPINA1 SERPINB9P1 SETDB1 SFT2D2 SINHCAF SLC25A28 SLC38A5 SLC8A1-AS1 SOCS2 SP140 SSB STAT2 STX17 SYNPO2 TAP1 TAP2 TBC1D13 TBX19 TIA1 TMCC3 TMEM131 TMEM140 TMEM268 TNFRSF9 TNFSF4 TPSG1 TRAFD1 TRIM22 TRIM5 TRIM69 TRIP10 TSPY1 TTYH2 TUBB2A UBE2L6 UBE2Z UNC5C VAC14 YEATS2 ZBTB32 ZNF107 ZNF230 ZNF281 ZNF367 ZNF567 ZNFX1 ZUP1 GSE2706_2H_VS_8H_LPS_STIM_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2706_2H_VS_8H_LPS_STIM_DC_UP ABCC12 ABCD3 ADAM23 ADK ADORA2B ADRB2 AK2 ALDH5A1 ALOX5 ANKH ANO8 ARHGDIG ARL5B ARV1 ATP2A3 BAIAP2-DT BCAS3 BCAT2 BMPER BTD BTG2 C7orf50 CACYBP CBX7 CCDC28A CCDC85B CCDC96 CCNE2 CD1E CDIPT CDR2L CERK CITED1 CLEC4G CLMN COMMD6 CRTAP CSF1R CTNNAL1 CYB5R1 CYP1B1 CYP2A6 DCXR DNAI4 DNAJC12 DOCK1 EBPL EFHC1 EGR1 EGR3 EID1 EIF3L EIF4EBP1 EMB EPAS1 EPRS1 ERI3 ERICH1 FADS1 FAM200B FAM98C FCER2 FES GALC GALNT13 GALNT18 GKAP1 GMCL1 GNG7 GPD1L GPR101 GPX3 GSTT1 HACD1 HACD2 HACD4 HINT2 HLA-DMB HOXA5 HSPA8 HVCN1 IDH2 IER3 IMPA2 IRGC JAG1 KHDC1L KLRD1 KYAT1 LCP2 LIF LTK MAFF MAN2A2 MAT2A METTL7A MFNG MIF4GD MPND MSI2 MXD4 NAA38 NDUFAF6 NDUFB10 NFATC1 NFKBIZ NIPAL2 NKIRAS1 NME3 NMNAT3 NUP98 OSR2 PARVG PAX2 PCM1 PCYOX1 PDZD11 PECAM1 PEMT PGM2 PHYHD1 PIP4K2A PLBD1 PLEK PLEKHA6 POLD1 PON2 PPP1R15A PPP1R7 PPP2R2B PRADC1 PRAM1 PRCP PTGS1 PTPN4 PYCARD QPRT RAB34 RAP1GAP REX1BD RFC2 RHOB RNF39 RPL7A RPS17 RPS3A RPS4X RRS1-DT SIGIRR SIT1 SLC12A7 SLC12A9 SLC18A2 SLC22A18 SLC25A14 SLC25A4 SLC39A10 SLC39A6 SLC46A3 SMTNL2 SOST SPRING1 ST8SIA2 STAC2 STX11 STX19 STXBP1 TBC1D5 TEX264 TM6SF1 TMEM116 TMEM45B TMEM9 TP53INP1 TPRA1 TRAPPC2L TREM2 TSPAN32 TSPYL2 TST UBL7 UQCR10 VAMP8 VCL VSIG4 VWA8 WDR83 WNT2 XYLT1 ZBTB20 ZC3H12A ZFP36L2 ZNF428 ZNF704 ZNF789 ZSWIM7 GSE2706_2H_VS_8H_R848_AND_LPS_STIM_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2706_2H_VS_8H_R848_AND_LPS_STIM_DC_DN ABTB2 ACOT9 ADA ADGRB2 ADIRF AK4 AK8 ALG2 ANKRD22 APOL6 ARHGAP22 ARPC1A BACH2 BATF BCL2 BCL2L14 BET1 BIRC3 BLVRA BTG1 BTN3A3 C15orf48 C17orf58 C3orf38 C5orf15 CAMK1G CASP7 CCL20 CD200 CD274 CD38 CD48 CD70 CDKN2A CDYL CHAC1 CLDN16 CNKSR3 COBLL1 CRACD CRLF2 CSF2 CXCR5 CYRIA DDX60 DDX60L DEPDC7 DESI1 DHX58 DNAJA1 DUSP4 DYNLT1 EBI3 EMP3 ENTHD1 EPB41L3 FABP3 FERMT2 FNDC3A FPR2 FRMD3 FSD1L FUBP1 FXYD6 GNL3 GOLT1B GPR137B GPR157 GRB10 GUCY1B1 HAPLN3 HERC6 HES4 HSD11B1 IFI27 IFITM1 IFITM3 IL12A IL12B IL15 IL15RA ILF2 IRF9 IRX5 ISG15 ITGB8 KCTD21 KDELR2 KIF2A KYNU LAD1 LAMP3 LDLRAD3 LENG1 LILRA3 LILRB4 LINC-PINT LINC00635 LINC01181 LINC01619 LINC02381 LRIF1 MAGT1 MAML2 MAPKBP1 MET MMAA MMP7 MORF4L2 MSANTD2 MSC-AS1 MT1X MT2A NAV1 NCK2 NGDN NRG4 NUB1 ODF4 OSTC PARP9 PCDH9 PCID2 PDGFA PERP PGM3 PHF11 PHF13 PI4K2B PLA2G4A PLXNC1 POLR1F POLR2D PPA1 PPFIBP2 PRKCZ PSMA2 PSMA6 PSME2 RAB21 RAB29 RAB8B RBBP5 RBM7 RFTN1 RFWD3 RIT1 RRN3 SAMD9 SAR1A SCHIP1 SEC61G SELENOK SERPINA1 SIK1 SLAMF7 SLC38A4-AS1 SNHG15 SOCS2 SOD2 SP110 SPAG9 STAT4 STEAP1 STK4 SURF6 SWAP70 SYNM TAP2 TARP TFPI2 TIAM2 TLCD3A TMED2 TMEM277P TMEM41A TNFAIP6 TNFSF15 TRAFD1 TRPA1 TRPC4AP TVP23B TXN UGP2 UPB1 VCAN WASL WDR33 XAF1 XRN1 ZNF221 ZNF253 ZNF280C ZNF281 ZNF701 ZNF8 ZNRF1 ZRANB2 GSE2706_2H_VS_8H_R848_AND_LPS_STIM_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2706_2H_VS_8H_R848_AND_LPS_STIM_DC_UP ABHD12 ACAT1 ACSM3 ADAM10 ADK AIFM1 AK2 ALAD ALOX15 ANKRD44 ANKRD50 ANTKMT AP2S1 APEH AQP3 ARHGEF6 ARL6IP4 ASPSCR1 ATM ATP5MC2 ATP8B4 ATXN8OS AUH BANF1 BLTP2 BTN2A2 C1orf162 C2orf15 CACYBP CAMKMT CBFB CBX2 CCDC14 CCDC28A CCT6B CD1C CD33 CDK20 CEP57 CERK CFAP74 CHCHD7 CHN2 CLEC10A CMTM8 COPS6 COX11 CPB2 CPNE3 CPT1A CRTAP CTSH CTSO CYC1 DHPS DIAPH1 DOCK2 DPY19L3 DPY30 ECHDC1 EEF1G EGR1 EIF2D ELMOD2 EPRS1 ERBIN FA2H FAM111A FAM210B FARP1 FCER2 FLT3LG GALC GALNT16 GLIPR2 GLRX5 GNAQ GRAMD4 GRK3 GSTK1 GSTT1 HACD3 HACD4 HAGH HAUS4 HAUS7 HCAR3 HEBP2 HEMK1 HS2ST1 HSD17B10 HSD3B7 HVCN1 ICMT IFIT2 IGFLR1 IL13RA1 IL17RA ITFG1 KIAA0930 KLF7 LCP2 LINC01126 LNPK LPCAT4 LSM4 LSM7 LTA4H MAD2L2 MAP2K6 MARCHF8 MAT2A METTL7A MGST2 MICAL2 MIF4GD MPG MRPL48 MSI2 MYO1F NAA40 NCAPH NCKAP1L NDRG2 NDUFA12 NDUFAF6 NDUFB10 NDUFB7 NDUFS7 NIPAL2 NMNAT3 NNT NRGN OR2F2 PCYOX1 PDHB PDK3 PDZD11 PHYH PIGN PIH1D1 PIPOX PLAU PMVK PPM1J PPP1R7 PRCP PRKACB PTGER2 PTGR1 PTTG1IP PYCARD QPRT RAB34 RABGEF1 RAMP1 RASAL1 RFC2 RGS18 RIN2 RNF5 RPL10A RPL3 RPS4Y1 RPS6 RRAS RTN3 SGCB SGK1 SIGLEC17P SLC25A35 SLC25A5 SLC27A4 SLC41A3 SLC8B1 SNX29 SPATA17 SPOPL STX10 TACC3 TBC1D10C TLR2 TM6SF1 TMEM154 TMEM161A TMEM59 TMTC4 TMX4 TPST2 TRAP1 TTC3 TWF2 UQCRC1 VSIR WDFY4 WDR54 ZFP36L2 ZNF641 GSE2706_2H_VS_8H_R848_STIM_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2706_2H_VS_8H_R848_STIM_DC_DN ACSL4 ADA AK8 ALDH1A2 APAF1 APOBEC3G ARFGAP3 ARHGAP24 ARHGAP25 ART4 ASNS ATXN7L2 BCL2L11 BET1 BRIP1 BRWD3 BTG1 C3orf38 CASP7 CBLIF CCDC71L CCL25 CCL7 CCR7 CD86 CDC73 CES1 CHMP5 CMPK2 CMTR1 COBLL1 CRACD CREBRF CRLF2 CTLA4 CUL1 CXCL6 CYP19A1 CYP3A5 CYRIA CYTIP DDX60 DNAJC9-AS1 DOCK4 DRD1 DTX3L DUSP4 DYNLT1 EIF2AK2 EPSTI1 EPYC ETV5 EWSAT1 FAAH2 FAM110B FBXO5 FEZ1 FPR2 FRMD3 FSD1L GBP1 GIMAP8 GNG8 GOLGA5 GPR18 GUCY1B1 GVINP1 HAPLN3 HERC5 HMGN3 HOXC6 HSD11B1 IFI16 IFI35 IFI44 IFI44L IFI6 IGSF3 IL12A IL7 INPP5F ITCH ITGB8 JADE1 JAK2 KCNE1 KLHL12 KLHL6 L3MBTL3 LAP3 LARGE-AS1 LIFR-AS1 LILRA3 LILRA5 LINC00158 LMNB1 LRRIQ1 MACC1 MAML2 MAP4K5 MMP10 MMP7 MROCKI NCK2 NCR1 NIPSNAP3B NMI NOPCHAP1 NT5C3A OAS2 OR6B1 PARP14 PARP9 PCDHB11 PDILT PGAP1 PIK3CA PIR PLA2G4A PLOD2 PNPT1 PRKAG2 PRR22 PRR5L PSAT1 RAB10 RDX RIGI RIT2 RSU1P2 SAMD9L SCYL3 SEMA3C SERPING1 SH3GL2 SHROOM2 SLC1A2 SLC22A24 SLC31A1 SLC5A9 SLC7A11 SLFN12 SMAD4 SOS1 SOWAHC SOX4 SP110 SPART SSB SSX5 STAT1 STAT2 STK4 SUN5 SYCP1 TARP TBC1D4 TBC1D8 TCEANC2 TDRD7 TFPI TGFA THBS1 TIA1 TIMM29 TLX3 TMCO1-AS1 TMEM255A TMEM79 TMPO-AS1 TNFSF10 TNFSF15 TNFSF4 TNIP3 TNS3 TRAFD1 TRIM22 TRIM5 TSC22D1-AS1 TSHB TSPEAR TTPAL TXN UBA6 UBE2L6 USP15 USP25 VMO1 VNN2 WARS1 WASL WDR5B XAF1 XIAP XRN1 ZNF667 GSE2706_2H_VS_8H_R848_STIM_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2706_2H_VS_8H_R848_STIM_DC_UP ABAT ABCG1 ABHD14A ACADSB ACP5 ACY1 ADAM15 ADISSP ADNP2 AGTRAP AHCY AHRR ALDH3A2 ALDH5A1 ANKH ARHGEF10L ASB17 ASGR2 ATP2A3 ATP6V0E2 ATP8A1 BACE1 BAD BAIAP2-DT BLVRB BTBD2 BTG2 C1RL CBX7 CCRL2 CDA CDC42EP2 CELF1 CFAP36 CHID1 CNBD2 CRACR2B CRAT CRISPLD2 CRTAP CRYL1 CSF3R CTSC CYB5D1 CYP1B1 DCN DCUN1D3 DCXR DENND3 DERL3 DHRS1 DOCK3 DPEP2 DPY19L1 DUOX1 EGR1 EGR3 EPHX1 ERBIN ESYT1 F3 F8 FAM210B FCER2 FDXR FES FOXO3 FOXRED1 FXYD5 GEM GFRA2 GLRX GNA12 GPR108 GRAMD2B HCAR3 HEXA HLA-DMB HVCN1 ICAM1 ICAM2 IER3 IL18BP IL25 IQCK KDM6B KIAA0513 KLHL40 LINC00528 LINC02297 LPCAT1 LPCAT4 LY9 MAFF MAML3 MAN2B2 MAP2K3 MAP3K5 MAP4K1 MEAK7 MFSD12 MGC16275 MGMT MIR3142HG MPP1 MPST MS4A6A NAPRT NCSTN NFE2L2 NFIA NMNAT3 NPC2 NRGN NUDT10 P2RX1 P2RY11 PDK3 PECAM1 PHF19 PIGK PINK1 PLAU PLBD1 PLEK PLPP3 PLXDC2 POLR2E POLR2J2 PRAM1 PRC1 PRKACB PTGER2 PTGS1 PYGL QSOX1 RAB3IP RAP2C RARG RASSF5 RBM46 RBP4 RILPL2 RNF130 RPL39L RSPH1 SCARB1 SCRN2 SDC4 SGK1 SGMS2 SH3BGR SIGIRR SIGLEC17P SIVA1 SLC12A1 SLC16A6 SLC19A1 SLC22A18 SLC25A48 SLC2A3 SLC38A6 SLC41A3 SLC66A3 SNRNP25 SORT1 SPATA2 SPATA3-AS1 SPTBN1 SQSTM1 TBXAS1 TECR TGFB1I1 TGFBI TIFA TIMP2 TJP2 TMEM154 TMEM165 TMEM205 TMEM88 TMEM91 TPCN1 TREM2 TREML1 TRIM47 TRMT5 TRPV6 VPS37B WDR35 YIF1B ZCCHC24 ZNF503 ZNF697 GSE2706_LPS_VS_R848_AND_LPS_2H_STIM_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2706_LPS_VS_R848_AND_LPS_2H_STIM_DC_DN ACVR1C ADCY10P1 ANKRD19P ANKS4B APOA4 ASIC5 ATXN8OS BCL2A1 BEND7 BHLHE22 C11orf80 C14orf178 CACNG1 CALHM3 CCK CD300LG CDC42BPG CDCA4 CDKN2B CECR7 CFTR CHEK1 CHRNB4 CILP2 CLDN1 CLEC14A CLPS CLUHP3 CRIP1 CYP21A2 CYP27B1 CYP2C8 CYRIA DCHS2 DELEC1 DGKE DHFRP3 DLGAP1 DMRTC2 DNAAF8 DNAH17 DNMT3L EDN1 EGR1 EML5 ENSG00000248540 ERICH3 ESRP1 EVX1 FAM43B FLACC1 FNBP4 FNDC1 FOXG1 FOXM1 FRMPD3 FSD1L FXYD6 GAS2L2 GHRH GLIS3-AS1 GNAT1 GPIHBP1 GPR83 GPRASP1 GPRC5C GRASLND GVQW3 H2AC17 HGFAC HOXD13 ID4 IGSF21 IGSF9B IL12B IL9R IZUMO2 KIAA1210 KIAA1586 KIF20A KMO KRT19 KRTAP17-1 LENEP LINC00242 LINC00311 LINC00663 LINC00926 LINC00942 LINC01118 LINC01356 LINC01968 LPAL2 LRP11 LRRC3 MACROD2 MAGEE1 MARCKSL1 MBL2 MDH1B MGAM MIR7-3HG MSH4 MT4 MYH7B NABP1 NDOR1 NETO1 NKX2-3 NPFF NPHP4 NUP210L OIT3 OR7A5 PAK6-AS1 PCP4 PDE2A PGK2 PHETA2 PLEKHH3 PLXNC1 PNOC PPIEL PTOV1-AS1 PUS10 RAB3IP RGS2 RLBP1 RPS2P45 RTL3 SEMA5B SERPINB9 SHMT1 SIGLEC11 SLC14A1 SLC16A11 SLC1A3 SLC32A1 SLC35D3 SLC6A14 SMG6 SMIM1 SOX9 SP2-AS1 SPATA3-AS1 SRPX2 STAT4 SYCE3 TAGAP TAS1R2 TAS2R13 TCF7L2 TEKT3 TEX55 TJP1 TJP2 TLX3 TMEM132C TMEM217 TMOD4 TMPRSS11E TNFRSF13B TNFSF15 TOB1-AS1 TPO TRAF4 TRIM36 TSPY1 TTC39A TTYH2 TUBB2A USP11 UST-AS1 WASF1 WFDC21P ZIC2 ZNF571 ZNF79 ZNF836 ZNRF2P1 ZYG11A GSE2706_LPS_VS_R848_AND_LPS_2H_STIM_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2706_LPS_VS_R848_AND_LPS_2H_STIM_DC_UP ABCF2 ACTG2 AGFG2 AK7 ALDH1B1 ALKBH1 ANAPC1 ANKS3 APOBEC2 APOBEC4 ASGR1 ATP13A3-DT BCL2L12 BORCS6 BTG4 BYSL C17orf78 C1orf56 C1orf74 C20orf203 C2CD4C CAMK1G CAPN15 CASKIN1 CATSPER1 CAV2 CCDC102A CCDC30 CCDC33 CCL16 CD37 CDC37 CDCA3 CDKN2AIPNL CEP126 CFAP92 CH25H CIDEA CITED1 CLDN2 CORIN CRNN CRYM CT55 CYB5D2 DAGLA DBIL5P DEFT1P DHX37 DNAH12 DNAJB8 DNAJC22 DNHD1 DRAXIN DUSP16 E2F4 EFCAB12 ELL2 ENSG00000236854 ENSG00000257711 ENSG00000274253 ERC2-IT1 ETNK2 FAM163A FAM170B FAM83F FGF7 FHL3 FOLH1 FOXI1 FREM2 GALNT13 GAPDHP62 GATA6 GFRA4 GGTLC1 GKAP1 GP1BA GPR35 GPR75 GPX5 GRAMD1B GRTP1 GSK3A GSTM1 H2AC4 HLA-J HOXD4 HTR2C IGKV1D-13 IGSF8 IL1RAPL1 IL2RG IRGC ITPRID1 JAG1 KIR2DL3 KRTAP5-AS1 LACRT LAMC3 LAT2 LCE1B LDB2 LINC00028 LINC00587 LINC00628 LINC01101 LPCAT4 LRRC8B MARVELD3 MED12 MEGF10 MFAP4 MRPS24 MUC3A NAIF1 NBPF8 NEUROD4 NFKBIB NIBAN3 NKAIN1 NKX1-1 NPHP1 NXPH3 ODF4 ORMDL1 P2RY2 PATJ PCDHB19P PCGF5 PDE3B PJVK PLEK PLP2 PLXNB3 PPFIBP2 PPOX PPP1R14B PPP1R17 PSG7 PSMB9 PTCSC1 RAB11B RAB27A RAPGEF4-AS1 RBFOX2 RGL3 RHBDL3 RNASE11 RPL10L RPS6KA4 SCARNA2 SDK2 SDR42E1 SERPINA6 SERTAD4BP SH3GLB2 SLAMF1 SLC12A7 SLC25A28 SLC26A3 SLC38A1 SLC39A13 SPI1 STK33 STKLD1 SUGT1P3 SUN5 TBR1 TBRG4 TGFB1 TGM3 TGM5 TMEM67 TMUB1 TP53AIP1 TRIP10 TRMT2A TYMS VIP VN1R4 WDR59 WNT10B WNT2 YWHAEP7 ZKSCAN7 ZNF280B ZNF304 ZNF337 ZNF646 ZNF780B GSE2706_LPS_VS_R848_AND_LPS_8H_STIM_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2706_LPS_VS_R848_AND_LPS_8H_STIM_DC_DN ABAT ACOT11 ADA ADGRB2 ADIRF ADORA2B AGT ALKBH3-AS1 ARHGAP4 ARHGDIG ARL5B ATG101 BACH1 BCL2L1 BCL2L14 BHLHE22 BICDL1 C10orf95 C20orf96 C3orf36 C7orf33 CALML5 CAMK1G CAPN8 CCDC177 CCNYL2 CD320 CD3D CD70 CDK2 CDKN2A CDKN2B CLCF1 CNFN CNKSR3 CPEB1-AS1 CPNE5 CPNE8 CRADD CREB3L1 CREB5 CSF2 CYRIA DDN DENND4A DEPDC7 DSCR4 DUOX2 DUSP1 DUSP2 DUSP4 DYRK3 ECD EGR3 EPHB4 ETS2 EXT1 FH FJX1 FOS FOXP1 FSD1L FXYD6 G0S2 GADD45A GPR101 GPRC5A GSX2 H4C7 HECW2 HPN HSD3B2 IFNG IFNL1 IGFBP7-AS1 IL12A IL12RB2 IL23A IL36B IL36G INSM2 IQCG IRF8 IRX3 KHDC1L KHDRBS3 KIF14 KLF2 KRTAP1-5 LIF LINC-PINT LINC00158 LINC02381 LIPG LOXL1 LRGUK LRRC49 LRRC61 MAD2L1 MAGEA6 MAP3K8 MAPKBP1 MED14 MFSD3 MIR155HG MPHOSPH6 MPZL1 MSTN NDE1 NDUFAF2 NEDD4L NEFH NEMP1 NETO2 NFKBIZ NIM1K NLRP7 NOCT NODAL NOTCH3 ODF4 OLFM4 OXTR PAPPA2 PAX2 PBX4 PCDHB18P PDGFA PERP PGLYRP2 PIM2 PLA1A PLEKHA3 PNLIPRP3 POLR1C POLR3C POPDC2 PRKCZ PROSER2 PRPF40B RAB21 RAB30-DT RAB39B RAB3IP RALA RGS16 RHCG RPGR RPL21 SAMD10 SAR1A SCARNA2 SCART1 SCHIP1 SELENOK SELENOM SEMA3A SENP5 SIK1 SIM2 SLC24A2 SLC2A5 SLC5A1 SOCS2 SOST SPRR2C STEAP1B SVIL TARP TDH TESC TFPI2 TLCD3A TLR4 TMEM156 TMEM243 TNF TNFSF9 TPBG TPM2 TRAF4 TRIM69 TRIP10 TSPYL2 UBE2E1 VSIG4 VXN WDR86 ZFPM2 ZIM3 ZNF239 ZNF287 ZNF506 ZNRF4 ZRANB2 ZXDA GSE2706_LPS_VS_R848_AND_LPS_8H_STIM_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2706_LPS_VS_R848_AND_LPS_8H_STIM_DC_UP ABCB10 ACTA2 ADD1 ADPRS AGAP3 AHR AIDA AMPH ANAPC4 ANKFY1 ANKLE1 ANKRD22 AP2A2 ARHGAP30 ARHGEF6 ATP6V1H AUH BAG1 BATF2 BCO2 BLTP2 BMAL1 BMPR2 BRCC3 CASP10 CASP3 CCM2 CCNY CCR1 CD46 CECR3 CENPL CKAP5 CLSTN1 COMMD7 CRACDL CTLA4 CTSO CUL4B DBIL5P DCAF17 DDHD2 DDRGK1 DECR1 DOCK11 DOP1B ECI2 EGR2 EIF4E3 ELAC2 EMP1 ENTREP3 EPDR1 ERMARD ERO1A FCER2 FECH GALNT16 GBP4 GIMAP2 GLE1 GLIPR2 GLUL GMPR GNAQ GNB4 GPAT3 GTF2H2B GTPBP2 GUCD1 HAUS4 HINT3 HK1 HSPA8 IFIT2 IL13RA1 IL4I1 ILK INTS10 ITFG1 KAT2B KDM1B KIAA0930 KRTAP7-1 LHFPL2 LINC02035 LMNA LTA4H MAD2L2 MAP2K6 MARCHF8 MCRIP2 MEF2C MGST1 MICAL1 MLLT6 MRAS MRE11 MTHFD1 MUSTN1 MYD88 MYO1F NAGK NAIP NCOA1 NCSTN NFIL3 NHLRC3 NKAPP1 NOPCHAP1 NSMAF NT5C2 OLFML2A PARP9 PARPBP PCNP PCYT1B PHC2 PKIB PLCG2 PNPT1 POLR2E PPA2 PPBP PPP1R21 PPP2R1A PPP2R3A PRDM14 PTPRA PTTG1IP RALB RARB RBM24 RBMS1 RCAN3 RGL1 RRM1 RTCB SAMD9 SAMD9L SAMHD1 SANBR SH3PXD2A SHCBP1 SHFL SLC16A3 SLC25A29 SLC25A41 SLC25A43 SLC26A11 SLC44A1 SLC49A4 SLC8A1 SLC8B1 SMAD7 SMARCAL1 SNTB2 SNX3 SP140L SPATA17 SRSF4 STAT1 STIMATE STX7 SURF1 SUSD1 TFCP2 THEMIS2 TINF2 TMEM106B TMEM109 TMEM140 TMEM164 TMEM45B TMLHE TNFSF10 TOR1B TOR4A TRAPPC12 TRIB2 TRIM14 TRPC4AP TTC7B TWF2 UBTD2 USPL1 VAMP5 VPS26B VPS26C XAF1 YWHAH-AS1 ZDHHC21 ZFP2 ZFYVE26 ZNF18 ZNF230 ZNF341 ZNF717 GSE2706_R848_VS_LPS_2H_STIM_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2706_R848_VS_LPS_2H_STIM_DC_DN AAAS ACOD1 ACTR3C ADA ADAMTS15 ADAMTS20 AIM2 ANKRD45 ANKRD55 ANKS3 ATP13A3-DT ATXN7L1 BLVRA BMPER BTN2A3P C21orf91 CA5A CACNB3 CAMK1G CCDC140 CCNE2 CDC45 CDIPTOSP CECR9 CFAP157 CFB CH25H CHPF CITED2 CLEC5A COL4A2 COL4A6 COLEC11 CRLF2 CSRNP1 CTTN CXCL11 CYB5D2 DDX60 DEFA6 DNAJB4 DNAJC9-AS1 DOK6 DPEP1 EGR1 EGR3 EMD EN1 ENSG00000269289 EOLA1-DT ERICH1 ESM1 ESRRG FAM171B FAM43A FOXD2-AS1 FOXI1 GBP1 GBP2 GBP5 GBX1 GCH1 GFRA4 GOLGA6L2 GPX8 GRTP1 GUSBP5 HCAR3 HERC5 HERC6 HES4 HLF HRH2 HS3ST3B1 IFFO2 IFI44 IFIH1 IFIT1 IFIT2 IFIT3 IFNB1 IFNL1 IL10 IL1A IL1B INHBA ISG15 ISG20 JAG1 KIF23-AS1 KLF4 KRT13 LAP3 LCP2 LCT LINC00221 LINC01114 LINC01566 LINC01618 LINC02693 LSAMP-AS1 LYSMD2 LZTS3 MBNL1 MGC4859 MIA3 MICAL3 MILIP MINDY1 MIR155HG MKS1 MLF1 NBN NEK11 NEUROD1 NIBAN3 NMBR NOCT NOL4L NPC1L1 OASL OLIG1 OR6B1 OR8D1 OSR2 OTUD1 OTX2-AS1 PARD3 PELI1 PIK3AP1 PJVK PLEKHA6 PLEKHF2 PMAIP1 POGLUT3 PPBP PPP1R15A PRDM1 PRMT7 PSG11 PTGS2 PTX3 RAB12 RBP3 REC114 RFESD RHOB RNASE11 RNF149 SELENOK SHBG SHROOM4 SLC22A24 SLC25A28 SNCAIP SNORD89 SPATA46 STUM SYCP1 TENT4A TEX12 TGM4 TGM5 TLCD3A TLX3 TMPRSS6 TNFSF8 TNIP3 TOM1L1 TRIM22 TRIM26 TRIML1 TSC22D1-AS1 TSHB TSPEAR TTLL10 TTLL2 UBE2L6 VCPIP1 WIF1 ZC3HAV1 ZNF225-AS1 ZNF599 ZNF718 ZNF804B ZNFX1 ZNG1A GSE2706_R848_VS_LPS_2H_STIM_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2706_R848_VS_LPS_2H_STIM_DC_UP ADTRP ALDOAP2 AMPH AQP11 AREG ARF6 ASCL2 ASTN2 ATP1B2 ATP4B ATP6V0A4 BBS12 BTBD8 C21orf62 C3P1 C8orf34-AS1 CACNG1 CASC11 CBX3P2 CCER1 CCL2 CCN4 CCNB2 CD300LG CDCA4 CFAP210 CFAP95 CFC1B CHEK1 CHIC1 CHST2 CHST7 CLDN1 CLDN10 CLGN CLTCL1 CPN2 CR1L CSRNP2 CST5 CTCFL CYMP-AS1 CYP1A1 CYP27B1 DDX51 DKK2 DLEU2 DSCR10 EFNB2 EGFL7 EML5 ENSG00000269210 EPHA1 FAM167A-AS1 FAM47B FAT2 FDPSP2 FGF7 FLACC1 FOLH1B GABRG2 GAMT GHRH GLI2 GNAT2 GOLGA2P5 GOLGA7B GPR19 GPRC6A H2AC13 HINFP HMGN2P46 HOXA11-AS HS6ST3 IGFBP1 IGFN1 IGSF21 IL27RA IQCF2 IQCK IRX5 ITPKC KIF1A KIT LEMD1 LILRA3 LILRA5 LILRB2 LINC00102 LINC00472 LINC00482 LINC00663 LINC01012 LINC01106 LINC01622 LINC02297 LINC03006 LLGL2 LRTM2 LSM11 MACROD2 MGAM MGAT3 MGC27382 MMP3 MTRFR MYEOV MYH7B MYT1L NAT8 NEK2 NPFF NPHP1 NPHP4 NT5DC3 OR8B8 PCDHGC3 PCSK9 PCYT1B PDCD7 PHETA2 PHGR1 PHLDB2 PJA1 PLAGL2 POLR2M POU3F2 PRDM13 PRELP PRKCZ PWRN2 RAB3IP RAI14 REXO1 RGS13 RHBDF2 RHEX RLN3 ROBO1 RPUSD2 RSPH1 RTP5 S1PR3 SERPINB12 SHISA6 SIGLEC11 SLC2A3 SLC35F1 SLC35F5 SLC38A4-AS1 SMAD1 SMG6 SNX32 SOX9 SP2-AS1 SP3P SPATA3-AS1 STK17B STRC TAGAP TAS2R1 TAS2R50 TCF7L2 TEDC2 THEMIS2 TICAM1 TJP1 TJP2 TLCD1 TMEM243 TMEM30B TRIM36 TSPAN12 TUBB2A VNN2 XKR6 ZIC1 ZKSCAN5 ZNF134 ZNF23 ZNF324 ZNF441 ZNF574 ZNF597 ZNF671 ZNF701 ZNF708 ZNF777 ZNF791 ZNF836 GSE2706_R848_VS_LPS_8H_STIM_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2706_R848_VS_LPS_8H_STIM_DC_DN ABCB5 ABCG1 AGK AIM2 AK8 ALOX15B BAALC BHLHE40 BIRC3 BTG3 BTNL8 C17orf58 C1QTNF1 C1orf226 C4orf33 CAPN2 CAPSL CCKAR CCNA1 CD80 CER1 CFAP70 CFB CLINT1 COBL CPEB2 CPNE8 CRISPLD2 CRLF2 CTHRC1 CYTH1 DCUN1D3 DDX60 DDX60L DNAI3 DNAJC5G DPPA3 EMP1 ENTHD1 EPB41L3 ERLEC1P1 ERO1A ERP44 ESYT2 EZH2 FAM66D FEM1C FNDC3A FOXF1 GALM GBE1 GBP1 GBP5 GIMAP4 GJA4 GNPTAB GNS GPA33 GRB10 GUCY1A1 GUCY1B1 GYPC HCAR3 HCG4 HLA-DOB HPD HRH1 ICAM2 IDO2 IFI35 IFNL1 IL12RB1 IL15 JAK2 KDM6A KIAA0040 KLF4 LAD1 LAMP3 LATS2 LINC00158 LINC00528 LINC01356 LINC01931 LY86 LYSMD2 MACROH2A2 MAGT1 MAMLD1 MAP4K4 MAS1 MCUB MECP2 MFSD12 MGC16275 MGLL MICALL1 MIR155HG MSANTD1 MTMR4 MVP N4BP1 NBL1 NBN NEMP1 NFE2 NPTX2 NRP2 NTN1 OAS2 OSM PATL2 PCDHGC5 PDE4DIP PDIA3 PEAK1 PELI1 PGAP1 PLCL1 PLD1 PLEKHF2 PLS3 PMAIP1 PMCHL1 PNRC1 POPDC2 POU6F2 PPBP PRRG4 PRSS23 PXYLP1 RAB11FIP1 RAB9A RAET1E RAP2C RARG RBM46 RGS20 RNF19A RPS6KC1 RUFY3 SAR1A SCG3 SDC4 SERPINB7 SGMS1 SIAH2 SLC25A37 SLC2A13 SLC38A5 SLC6A14 SLCO3A1 SNIP1 SNX10 SNX11 SPAG9 SPARC SPRED2 SQOR SRSF4 SSR1 STK4 STOM STRIP2 STX5 TAB2 TARP TCF7L1 TCN2 TENT2 TFEC TIA1 TMEM50A TMOD2 TNFRSF10A TNFRSF9 TNFSF4 TPPP TSC22D2 TSPY1 TTC39B TTC6 UBE2E1 UBE2Z UNC13D UNC5C UPB1 VEZF1 WASL ZBTB32 GSE2706_R848_VS_LPS_8H_STIM_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2706_R848_VS_LPS_8H_STIM_DC_UP ABCC12 ADD3 ADORA3 AMPD1 ANKRD33 APCDD1L-DT AQP4-AS1 ARHGAP24 ARHGAP4 ARHGDIG ARHGEF25 ARL4D ARSF ATL2 B3GALT5 B3GNT8 BAIAP2-DT BRS3 BTG2 C2CD4B C3orf33 C4orf47 CACNA2D4 CAPN8 CARD10 CASKIN2 CBX7 CCNT2-AS1 CD5L CDH26 CELA2A CELF4 CFAP69 CIB4 CNN1 CST5 CYB5RL CYP1A1 CYP27A1 CYTH3 DANCR DDX11L2 DDX51 DGKH DNAI7 DNAJB13 DNAJB7 DPYSL3 DTD2 ENTPD1-AS1 ERVFRD-1 F2RL3 FAM106A FAM201A FAM20B FAM210A FAM221B FAM86C1P FILNC1 FMO4 FOS FTCDNL1 FXYD1 GABRD GHR GKN2 GLB1L3 GPR101 GPR160 GPR18 GZMM H2BW2 HNMT IAPP IKBIP IKZF1 IRGC ITPKB ITPR1 JARID2 KAAG1 KIR3DS1 KLHDC8A KRT33B LACC1 LAIR2 LARGE-AS1 LCE3D LHFPL4 LHX2 LINC01018 LINC01107 LINC01281 LINC02685 LMTK2 MAF MAGI2-AS3 MAP1B MMACHC MPEG1 MSRB2 MYADML2 MYC MYOT NAGK NATD1 NAV2-AS5 NEFH NOP16 NOTCH3 NPHS1 NRAD1 ONECUT1 OPN3 OR7E19P P2RX6 PAICS PAK6 PCDHB11 PDILT PGBD4 PGLYRP2 PHLDB3 PHYHD1 PIM2 PKDCC PLCD1 PLEKHA3 PRKCA PRPF40B PRSS59P PSAT1 PSG7 PTPRH REG1A REXO1L1P RIT2 RNASE11 RPP40 RPS6KL1 RRS1-DT RTBDN S100A1 S1PR5 SAMD10 SCNN1D SDC2 SEZ6L SH3GLB2 SIAH3 SLC1A5 SLC35C1 SLC5A1 SLC9A3-AS1 SLIT1-AS1 SMIM14 SMIM17 SOD3 SORT1 SPRR2C SUV39H1 SVIL TAFA5 TBC1D8 TESC THBS1 TIMM21 TMEM243 TOLLIP-DT TPO TRHDE-AS1 TSC22D1-AS1 TSPAN8 UHRF1 UTP4 VSIG4 VSTM2A WFIKKN2 ZBTB9 ZC3H8 ZNF112 ZNF205 ZNF229 ZNF471 ZNF620 ZNRF4 ZSCAN16-AS1 GSE2706_R848_VS_R848_AND_LPS_2H_STIM_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2706_R848_VS_R848_AND_LPS_2H_STIM_DC_DN ACOD1 ADA AIM2 AKR1B10 AMOTL1 ANKEF1 ANKS4B ARRDC3 ATXN7L1 ATXN7L2 BCL2A1 BEND7 BHLHE22-AS1 C19orf73 C2orf15 C4BPA CBX2 CCK CCL20 CCL5 CCRL2 CD69 CDKN2B CECR9 CFB CHRNA5 CITED2 CNGB1 COL15A1 CPEB2 CPS1 CRLF2 CSRNP1 CXCL11 CXCL2 CXCL3 CXCL8 CXCL9 CYS1 DDX60 DGCR5 DGKE DHX58 DIRAS1 DLK2 DNAJB4 DNMT3L DOK6 DUSP6 DYNLT2B EGR1 EGR3 ENSG00000236829 ERICH1 ESM1 ESRP1 FAM111A FAM43A FLT3LG FOXS1 FXYD6 GBP1 GBP2 GBP5 GCGR GCH1 GLIS3-AS1 GNGT1 GPRC5C GTF2B HAPLN3 HCAR3 HERC5 HERC6 HES4 HRH2 HS3ST3B1 IDO1 IFI44 IFIH1 IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 IFNB1 IFNL1 IL10 IL12A IL12RB2 IL15RA IL1A IL1B INHBA IQCD IRAK2 ISG15 ISG20 ITGB8 JAG1 KIF20A KIF23-AS1 KLF4 KLF6 KLK11 LINC00158 LINC01097 LMOD3 LUM MAP4K4 MASTL MCL1 MIA3 MIR155HG NAMPT NCOA7 NEK1 NOCT NR4A3 OASL OSR2 OTUD1 PCDHB18P PELI1 PIK3AP1 PLA1A PLEKHA7 PLEKHF2 PMAIP1 POFUT1 PPM1K PPP1R15A PRDM1 PSG4 PTGS2 PTOV1-AS1 PTX3 RAB12 RBBP6 RGMB-AS1 RHOV RIGI RIT2 RNF149 RNF19A RPS6KC1 RSAD2 SCARNA17 SELENOK SH3GL2 SHBG SHROOM2 SLAMF7 SLC12A1 SLC1A3 SLC25A28 SLC28A2 SMARCA5 SMCO3 SNORD89 SOCS3 SOD2 SPINK1 STARD5 STAT2 SUN2 SYN3 TAP1 TARP TDRD7 TENT4A TLCD3A TLR8-AS1 TLX3 TMEM79 TNF TNFAIP3 TNFAIP6 TNFSF15 TNIP3 TPO TRIM26 TSPEAR TTLL10 TYRP1 VCPIP1 ZC3HAV1 ZNF503 ZNF80 ZNFX1 ZXDA GSE2706_R848_VS_R848_AND_LPS_2H_STIM_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2706_R848_VS_R848_AND_LPS_2H_STIM_DC_UP AATF ABCC13 ADNP2 AFG3L1P ANKRD17 AP1G2 APOBEC2 APOL4 ARFIP2 ARL2 ARMC10 ATP5MC2 ATXN2L BORCS6 BRF2 BTBD19 C10orf67 C15orf62 C16orf87 C1orf56 C21orf62 C2CD4C CCDC33 CCDC66 CFAP45 CIDEA CLDN2 CNKSR1 CSF1R CT83 CYLC2 CYP2S1 DAGLB DARS2 DCUN1D2 DDR1 DEFB126 DKKL1 DLEU1 DRAXIN DUSP18 DVL3 EFHD1 EIF4ENIF1 ELOF1 ENSG00000274253 EPO ERBB4 ERF FAM118B FAM120AOS FAM167B FAM238C FBXL12 FBXW8 FCSK FFAR2 FGF7 FHL3 FPR2 FREM2 GET3 GH2 GPR19 GUCA1B HARBI1 HERC3 HOXD4 ID1 ID3 IGFN1 IGSF8 IMP3 IRX5 JRK KCTD21 KCTD4 KLHDC3 LHX1 LILRP2 LINC00102 LINC01622 LINC01854 LTBP4 MAD2L1BP MARVELD3 MED1 MLF2 MOV10 MRPL38 MRPS11 MYCBPAP MYORG NBEAL2 NCOA2 NDUFAF7 NEO1 NOP16 NPHP1 NUFIP2 NUS1P3 ODF2L OTUB1 PABIR1 PCDH7 PCDHGB5 PDCD7 PHAF1 PHLDB2 PIAS3 PIP4P1 PKD2L1 PLEKHF1 POFUT2 POLE3 POLR2J POLR2J2 PON3 PRKCZ PTCD3 RAD54B RAPGEF4-AS1 REXO1 RNF26 RNF32-DT RPL13P5 RPL39L RTP5 SCAMP2 SCARNA2 SDCBP2-AS1 SDSL SEC13 SERPINA6 SERPINA7 SERTAD3 SIGIRR SIGMAR1 SLC16A1-AS1 SLC26A3 SLC27A6 SMYD3 SNAI3 SNAI3-AS1 SP3P SPSB2 SRSF4 STAG3L1 TACC3 TAF7L TAS2R38 TAS2R50 TBC1D25 TEPSIN TGM3 THAP2 THBS1 TIGD5 TIMM50 TKTL1 TLCD1 TMC1 TRAT1 TRG-AS1 TRIM65 TRMT2A TSSK6 TTC5 USP10 VNN2 WNT10B ZBTB7B ZC3H15 ZNF134 ZNF195 ZNF3 ZNF331 ZNF451 ZNF574 ZNF606 ZNF608 ZNF620 ZNF701 ZNF780B ZNF791 ZNF835 ZSCAN22 GSE2706_R848_VS_R848_AND_LPS_8H_STIM_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2706_R848_VS_R848_AND_LPS_8H_STIM_DC_DN ABCG1 ADAMTS10 ADPRH AK4 ALG2 ANKRD28 ARF4 ARL5B ATP8B2 BCL2L14 BET1 BIRC2 BIRC3 BRPF3 BTG3 C10orf95 C17orf58 CADM1 CAPN2 CCDC159 CCR7 CD40 CDKN2A CEP135 CFB CFLAR CLCF1 CLUAP1 CNKSR3 COL5A3 CPNE8 CRADD CREB5 CRLF2 CSF2 CTHRC1 CYRIA DENND4A DEPDC7 DNAJA2 DPPA3 DYRK3 EGR3 ENTHD1 ESYT2 F13B FAP FNDC3A FOXF1 GADD45A GBP5 GOLT1B GPBP1 GPR157 GRB10 GRHL2 GUCY1A1 GUCY1B1 HAUS5 HLA-DOB HOMER1 HSD17B14 HSPA13 IDO2 IFNL1 IL12A IL15 IL23A IL33 IL36G IQCG JOSD1 JUN KDELR2 KLF4 LAD1 LAMP3 LINC-PINT LINC00158 LINC01588 LINC02381 LMO7DN LYRM1 LYSMD2 MACROH2A2 MAGIX MAGT1 MAMLD1 MAP4K4 MET MGAT2 MGC16275 MGLL MIR155HG MIR646HG MMP10 MNS1 MORF4L2 MYLK MYO10 MYO1A NEMP1 NFE2L2 NIM1K NOCT NRP2 NUDT11 OR13C4 OSM OSTC OXTR PBX4 PDE4DIP PELI1 PIGA PLEKHF2 PLS3 PMAIP1 PMCHL1 POLR3C POLRMTP1 POPDC2 PPP4R2 PRDM9 PRODH2 PRPF40B PRSS23 PRTN3 PSMD5 RAB11FIP1 RAB3IP RALA RAP1B RAP2C RBM7 RNF19A RPS6KC1 RRN3 SAR1A SCG3 SCHIP1 SEC61G SELENOK SERPINB1 SERPINB7 SIAH2 SIGLECL1 SLC1A3 SLC25A37 SLC2A5 SLC38A4-AS1 SNHG15 SOCS2 SPAG9 SPSB4 SSR1 STAT4 STK4 STRIP2 SYNE3 TAB2 TAC3 TARP TBC1D28 TCF24 TCF7L1 TENT2 TFPI2 TLCD3A TMED2 TNFAIP3 TNFRSF11B TNFRSF9 TNFSF8 TOX3 TPBG TPM2 TPPP TTYH2 TVP23B UAP1 UBASH3A UBB UBE2CP4 UBE2E1 UGP2 UNC5C UPB1 VWA8-AS1 WARS1 WFDC2 WHRN ZBTB32 ZFPM2 ZNF221 ZNF300P1 ZNF503 GSE2706_R848_VS_R848_AND_LPS_8H_STIM_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2706_R848_VS_R848_AND_LPS_8H_STIM_DC_UP ADISSP ADORA3 AFMID AHR ALDH3A2 ALG10B ALOX15 AMPH ANKMY1 ANKRD33 ANTKMT ANXA4 APAF1 ARHGEF17 ARL4C ATL3 BCO2 BMPR2 BRCA2 CBX2 CCDC121 CCN4 CCR1 CD68 CDC25B CDH26 CECR3 CFAP74 CHGA CISD3 CLIP4 CLN8 CMIP CMTM8 COL25A1 CPB2 CRNN CSF1R CTLA4 CTNS CXCL16 DDAH2 DOCK2 EGR2 ELAC2 ENSG00000255428 EPDR1 EPHX2 ERO1A EWSAT1 EXOSC6 FADS2 FBN3 FBXL16 FBXL20 FCHO2 FCHSD1 FGL2 FHIP1B FMNL2 FPR3 FUT9 FYB1 FYN GAS2L3 GHR GIMAP2 GIPC3 GLUL GMPR GOLGA2P5 GPAT3 GPR160 GSAP GSDMC H2BC12L H3C10 HES7 HMOX1 HNMT IFNAR2 IFNGR2 ITIH1 ITPKB KBTBD6 KCNE3 KCNK4 KLF3-AS1 LACC1 LCTL LEPROTL1 LHFPL2 LINC00304 LINC00485 LINC00934 LINC01126 LINC01913 LIPT2-AS1 LMTK2 LORICRIN MAF ME1 MFAP5 MPZL3 MRNIP MSH2 MYADML2 MYO1F NAGK NCSTN NFIL3 NOPCHAP1 NOS1AP NPBWR1 NQO1 NT5C2 ORMDL3 PAPSS1 PARPBP PCYT1B PDCD4-AS1 PGM2L1 PKIB PLAU PRKCA PRR9 PSAT1 PSKH2 RAB43 RAB6A RBM41 RBM47 RCN2 RERE RGS18 RPL39L SAMHD1 SCAMP1-AS1 SDC2 SFMBT2 SGK1 SGPP1 SGTB SH3GL2 SHISAL1 SIAH3 SLC29A3 SLC38A6 SLC41A3 SLC7A8 SMCHD1 SMIM17 SMPDL3A SNTB2 SPACA3 SPOPL SSTR5-AS1 STOM SYK TBC1D8 THBS1 THEMIS2 TIMP3 TLE4 TLR1 TM9SF2 TMCC1 TMEM255A TMPO-AS1 TMPRSS11B TNFRSF19 TNFSF13 TNS3 TPST2 TRIB2 TRIM14 TSGA13 TSPEAR UCN2 USP44 WSB1 ZNF234 ZNF34 ZNF362 ZNF527 ZNF570 ZNF620 ZNF786 ZP4 GSE2706_UNSTIM_VS_2H_LPS_AND_R848_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2706_UNSTIM_VS_2H_LPS_AND_R848_DC_DN ACSL1 ADA AFAP1L2 ANKRD33B APOBEC3A ARAP2 ARL5B ATF3 BATF BATF2 BAZ1A BID BIRC3 BTG1 BTG2 BTG3 C12orf54 C15orf48 C17orf58 C2orf15 CCR7 CCRL2 CD274 CDKN1A CFB CFLAR CHST7 CILP2 CLDN1 CMPK2 CREB5 CSRNP1 CXCL1 CXCL10 CXCL11 CXCL2 CXCL3 CXCL9 CYRIA CYTOR DAPP1 DCUN1D3 DDX3Y DNAAF1 DNAJB4 DRAM1 DUSP1 DUSP2 DUSP5 EDN1 EHD1 ENSG00000291107 ERN1 ETV3 EZH2 FSD1L FXYD6 GADD45A GALNT3 GBP1 GEM GPR132 GPR183 GRASLND HCAR3 HERC6 HES4 HIVEP1 HS3ST3B1 ICAM1 IFI44 IFIH1 IFIT1 IFIT2 IFIT3 IFNB1 IL10RA IL15 IL15RA IL18RAP IL1A IL36G IL6 INSIG1 IRF1 IRF7 IRF8 ISG15 ISG20 ITGB8 JUNB KCNA3 KCNJ2 KLF7 LAMA3 LAMP3 LDLR LINC03025 LRRC32 LTA LYRM1 MAP3K8 MARCKSL1 MASTL MBL2 MFSD2A MIR155HG MIR3142HG MIR3945HG MIR9-1HG MT1E NABP1 NAMPT NCF1C NEMP1 NETO2 NFKB1 NFKBIA NFKBIZ NR4A2 NR4A3 NUP98 OASL OXT P2RX7 PELI1 PIM3 PLAUR PLEKHA3 PLK3 PML PPP1R15A PRODHLP PTGER4 PTGS2 PXDC1 RAB21 RAB30 RAB3IP RAPGEF2 RASGRP1 RASSF5 REL RELB RETREG1 RGS1 RILPL2 RIPK2 RNF144B RSAD2 RTP4 SAMD9 SAR1A SCARNA17 SELENOK SERPINA12 SIAH2 SLAMF1 SLAMF7 SLC1A2 SNHG15 SOCS3 SRF ST7-AS1 STAT4 STX11 TCF7L2 TLR8-AS1 TMEM268 TMEM39A TNFAIP2 TNFAIP3 TNFAIP8 TNFRSF4 TNIP1 TNIP2 TP53BP2 TPPP TRAF1 TRIP10 TTN TTYH2 TUBB2A USP12 VCAN ZBTB43 ZC3H12A ZC3H12C ZC3HAV1 ZIC2 ZNF697 ZNFX1 GSE2706_UNSTIM_VS_2H_LPS_AND_R848_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2706_UNSTIM_VS_2H_LPS_AND_R848_DC_UP AGAP4 AGO3 ANKRD17 ANKRD20A11P ASB8 ASPHD2 ATG14 BAZ1B BRAT1 BRD1 BRF2 BUD13 C11orf87 CBFA2T2 CCDC102B CCDC18-AS1 CCDC66 CCR2 CDAN1 CDK9 CDKN1B CEP104 CFAP298 CNTN3 COA3 CRACDL CRYGA CSTF1 CTLA4 DACT1 DAGLB DDIT3 DDR1 DDX28 DNAAF10 DOK1 DZIP3 EFNA3 EIF4ENIF1 ELAC1 EMG1 ENSG00000274253 ERCC4 FADD FAM118B FDX2 FDXACB1 FKBP4 FKBPL FOXQ1 FRAT2 GNL3 GPR155 GPR31 GRPEL2 GTF2H1 HHEX HNRNPU HYLS1 ID3 IER5L ITM2A ITPRIPL1 KBTBD6 KCTD21 KCTD6 KDM4A KIAA0232 KLHL24 KMT2A LINC00324 LINC02076 LINC02709 LNPEP LNX2 LRRC37B LSG1 LUZP2 LUZP4 MARF1 MIRLET7D MRFAP1L1 MRPS11 MSANTD2 MTERF1 MTF2 MTFR2 MTHFSD MTMR3 MTMR4 NAIF1 NBPF1 NKTR NLRC4 NOB1 NOC3L NSD1 PAAF1 PALS2 PAN2 PARS2 PDCD7 PDIK1L PHF23 PIGM POLG2 PPFIBP2 PRLHR PRPF38B PRR35 PTCD2 RBAK RFWD3 RNF113A RNF25 RNF26 RP9 RPL13P5 RPP38 RRP8 RSBN1 SCAF4 SH2D3C SLC24A4 SNHG1 SOCS5 STEAP2 TAF5 TAFA1 TAS2R40 TCHP THOC1 TIGD5 TMEM150A TMEM179B TP53RK TRG-AS1 TRIM23 TRIM32 TRIM59 TRMT13 TSC22D3 TSPYL6 TTC9C TUBD1 USP10 USP37 VAMP1 WNT3 WRAP73 ZBED5 ZBTB26 ZBTB41 ZC3H15 ZCCHC3 ZFP62 ZKSCAN4 ZNF14 ZNF148 ZNF184 ZNF211 ZNF227 ZNF250 ZNF275 ZNF280B ZNF3 ZNF302 ZNF319 ZNF322 ZNF324 ZNF397 ZNF398 ZNF420 ZNF449 ZNF451 ZNF500 ZNF557 ZNF641 ZNF646 ZNF689 ZNF691 ZNF7 ZNF717 ZNF766 ZNF770 ZNF775 ZNF787 ZNF791 ZNF813 ZNF830 ZNF850 GSE2706_UNSTIM_VS_2H_LPS_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2706_UNSTIM_VS_2H_LPS_DC_DN ABCC11 ACSL1 ADA ANKRD33B APOBEC3A ARL5B ATF3 ATF5 B4GALT5 BATF BCL2L1 BID BIRC3 BTG1 BTG2 BTG3 C15orf48 C17orf58 C17orf78 CCRL2 CD274 CD80 CDKN1A CFLAR CITED1 CREB5 CRLF2 CSRNP1 CXCL1 CXCL10 CXCL11 CXCL2 CXCL3 CYTOR DCUN1D3 DEFB124 DEPP1 DNAAF1 DUSP2 DUSP5 EDN1 EFNA1 EHD1 ELL2 ENSG00000291107 EPM2AIP1 ERICH1 ETV3 EZH2 FAM43A FXYD6 GADD45A GADD45B GALNT3 GATA6 GBP1 GEM GMEB1 GPR132 GPR183 GPR45 HCAR3 HERC6 HES4 HIVEP1 HOATZ HS3ST3B1 ICAM1 IFI44 IFIH1 IFIT1 IFIT3 IFNB1 IL10 IL10RA IL12B IL18RAP IL1A IL23A IL36G IL6 INHBA INSIG1 IRAK2 IRF1 IRF7 IRF8 ISG15 ISG20 ITGB8 JAG1 KCNH2 KCNJ2 KDM6B KRTAP4-9 LAMB2P1 LAMP3 LDLR LINC03025 LRRC32 LTA MAP2K3 MAP3K8 MARCKSL1 MFSD2A MGC4859 MIR155HG MIR3142HG MIR3945HG MIR9-1HG MSANTD3 NABP1 NAMPT NCF1C NEMP1 NFKB1 NFKBIA NFKBIB NFKBIZ NINJ1 NR4A3 NUP98 OASL OTUD1 P2RX7 P2RY2 PAPPA2 PARP14 PATJ PELI1 PIK3R5 PIM3 PLAGL2 PLAUR PML PTGER4 PTGIR PTP4A3 PTPN1 PTPN5 PXDC1 RAB21 RAB30 RAB7B RAPGEF2 RASGRP1 RASSF5 REL RELB RGS1 RILPL2 RIPK2 RMST RNF144B SAR1A SELENOK SHROOM4 SIAH2 SIPA1L1 SLC2A6 SLC43A3 SNHG15 SOCS3 SOD2 SPAG1 SPRED2 STX11 TAP1 TDH TENT4A TMEM150C TNFAIP2 TNFAIP3 TNFAIP6 TNFAIP8 TNFRSF4 TNIP1 TNIP2 TNIP3 TP53BP2 TP53INP2 TRAF1 TRIM26 TTN TTYH2 TUBB2A UBE2Z USP12 WNT2 ZC3H12A ZC3HAV1 ZNF385B ZNF697 ZNFX1 GSE2706_UNSTIM_VS_2H_LPS_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2706_UNSTIM_VS_2H_LPS_DC_UP ABHD17B AGAP4 ANKRD13D ARL14EP ASPHD2 ASTE1 ASTN2 BBS12 BTBD8 C11orf87 C14orf93 C17orf80 C1orf50 CACNA2D4 CBFA2T2 CCDC107 CCDC112 CCN4 CCR2 CDC42BPG CDKN1B CEP295 CFAP74 CRAMP1 CROCCP3 DCLRE1C DDX51 DOK1 DUSP7 DZIP3 EDRF1 ELAC1 ELOA-AS1 EML5 ENO2 ENSG00000259697 ESCO2 ETAA1 FADD FDX2 FEV FOXJ1 FOXQ1 FRAT1 FRAT2 GIMAP7 GIMAP8 GOLGA2P5 GPR155 GPR20 GRPEL2 HCFC2 HHEX HINFP IER5L IFNA8 IGIP INKA2 IQCF3 KCTD7 KIAA1210 LINC00102 LINC00324 LINC00494 LINC00942 LINC00964 LINC01968 LRR1 LUZP4 LYRM7 MED9 MTFR2 MTRFR NAGS NAPEPLD NBPF1 NEURL1B NEURL4 NFE2 NHLRC2 NLRC4 NPFF NR2F6 NRDE2 NSUN5P2 NUDT16-DT NUP210L OR52K3P OVOL2 PAPOLG PARS2 PDCD7 PEX13 PGS1 PHB1P19 PHETA2 PHF12 PHF23 PLD6 PLGLB2 POLK POLR1C PRKAB2 PTPRN PUS3 RAD9A RBAK RIOX2 RNF25 RPL32P3 RPS2P45 RPUSD2 RSRP1 RTN4RL1 RUFY2 RWDD2B SCYL3 SETDB1 SIGLEC11 SMIM17 SNHG1 SNX32 SOX30 SP2-AS1 SRSF1 TBX19 TIMM22 TIMM29 TMEM223 TRBV24-1 TRMT12 TSC22D3 TSPAN12 TXLNGY UNC119B UTP25 VPS37A WDCP WDR24 WDR25 WDR74 XKR6 YAE1 YEATS2 ZBTB26 ZBTB41 ZCCHC3 ZFP62 ZFP69 ZFP82 ZIK1 ZKSCAN1 ZKSCAN4 ZNF18 ZNF184 ZNF224 ZNF23 ZNF232 ZNF260 ZNF268 ZNF281 ZNF284 ZNF302 ZNF322 ZNF324 ZNF34 ZNF354A ZNF367 ZNF397 ZNF398 ZNF432 ZNF439 ZNF449 ZNF473 ZNF493 ZNF555 ZNF564 ZNF567 ZNF574 ZNF581 ZNF606 ZNF615 ZNF641 ZNF671 ZNF689 ZNF692 ZNF7 ZNF791 ZNF805 ZNF813 ZNF823 ZNF844 ZNF862 ZNF879 ZSCAN26 ZSCAN29 GSE2706_UNSTIM_VS_2H_R848_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2706_UNSTIM_VS_2H_R848_DC_DN ACSL1 ALG13 ALOX15B APOBEC3A ARL5B B4GALT5 BAZ1A BCL10-AS1 BCL3 BID BIRC3 BTBD19 BTG1 BTG2 BTG3 C15orf48 C17orf58 CASQ2 CCL11 CCL4 CCL5 CCRL2 CDCA4 CELF1 CFLAR CHST7 CLCF1 CLDN1 CMPK2 CRACR2B CSRNP1 CXCL1 CXCL10 CXCL2 CXCL3 CYB5D1 CYP27B1 DCN DCUN1D3 DDX3Y DEFB124 DENND3 DGCR6L DNAAF1 DRAM1 DUSP5 EDN1 EFNA1 EHD1 ESPL1 FSD1L FXYD6 GADD45A GADD45B GALNT3 GBP1 GCH1 GEM GPR132 GREB1 GRHL1 GRINA H1-3 HERC6 HIVEP1 HROB HS3ST3B1 ICAM1 IFIT2 IFIT3 IL10RA IL12B IL15RA IL1A IL1B IL36G IL6 INHBA INSIG1 IQCM IRAK2 IRF8 ISG15 ISG20 KCNJ2 KCTD4 KDM6B LILRA5 LILRB2 LINC02796 LINC03025 LRRC32 LTA LYRM1 MAFF MAP2K3 MAP3K8 MAPK6 MARCKSL1 MASTL MCOLN2 MFHAS1 MFSD2A MIR155HG MIR22HG MIR3142HG MIR3945HG MT1E MYO10 MYO1G NABP1 NAT8 NCF1C NEURL3 NFKB1 NFKBIA NFKBIB NFKBID NFKBIZ NINJ1 NR4A3 P2RX7 PIK3R5 PIM3 PKD2L1 PLAGL2 PLAUR PLEK PLEKHG2 PLK3 PMAIP1 PPP1R15A PRKAG2-AS2 PSMA6 PTGER4 PTGS2 PTPN1 PXDC1 RAB3IP RAPGEF2 RASSF5 REL RETREG1 RGS1 RILPL2 RNF144B RPS6KL1 RSAD2 SDC4 SERPINA12 SERPINB9 SFMBT2 SGMS2 SHISA2 SIAH2 SLAMF7 SLC25A25 SLC2A3 SLC7A1 SLC7A5 SNHG15 SNORA17B SOCS3 SPRED2 STAT4 STK40 STX11 TAP1 TICAM1 TMEM88 TNFAIP2 TNFAIP3 TNFAIP6 TNFAIP8 TNFSF15 TNIP2 TP53BP2 TP53INP2 TRAF1 TRAT1 TTN TTYH2 TUBB2A UAP1 USP12 VPS37B WT1 ZBTB43 ZBTB44-DT ZC3H12A ZC3H12C ZNF189 ZNF608 ZNF697 GSE2706_UNSTIM_VS_2H_R848_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2706_UNSTIM_VS_2H_R848_DC_UP ABHD10 ACBD4 ADAMTS15 AHSA2P ANGEL1 ANGEL2 ANKRD13D AP4B1 ARHGEF18 ARMC1 ASB8 ATG16L2 ATP11A-AS1 BBS12 BIVM BRI3BP C12orf4 C15orf61 C6orf136 CALHM2 CAPRIN2 CCDC18-AS1 CCDC66 CCND3 CCR2 CCT3 CDKL3 CEBPA CEP290 CEP295 CEP44 CEP85L CFAP46 CHCHD4 CLPX CNTRL COA7 DCP1B DDI2 DNAAF10 DNAL4 DOK6 DROSHA DTWD1 DUSP7 EFL1 ELOA-AS1 ENGASE ERCC4 ESM1 EZH1 FAM111A FAM217B FARSB FASTKD1 FBXL14 FBXO31 FBXO32 FEV FIRRE FKBP4 FOXQ1 FRAT2 FZD2 GALM GCSAM GID4 GLG1 GPANK1 GPX8 HARS2 HHEX HSD17B1 ID3 IRF4 KDM4B KIF23-AS1 KIF3B KLF13 KLF4 KLHL21 KLHL24 KLHL8 LINC00324 LINC00638 LINC00899 LYL1 MAFB METTL13 MRPS31 MRPS5 MRTFB MSTO1 MTFR2 MYCL MYLIP NAT8B NEK2-DT NEURL1B NOL8 NOPCHAP1 NR2F6 NUDCD3 NUDT14 ODF3L1 OOSP2 OSGEPL1 OTX2-AS1 P4HA2 PAAF1 PARG PHF14 PLGLB2 PLP1 POLD3 POLR3B PPME1 PPP1R3B PRMT7 PRR12 PTCD2 RAB40C RBM26 RDH13 RNASEH2B RNF149 RNF169 RNF181 RNF8 RPS2P45 RTN4RL1 S100PBP SCYL3 SDHA SETD2 SH2D3C SH3BP5L SIKE1 SLA SLC16A4 SLC22A5 SLC24A4 SLC25A19 SLC25A30 SLC25A36 SLC38A2 SLC39A3 SOCS5 SOWAHC SPAG5 SPOP STYXL1 SUGT1 TAF5 TAS2R40 TASL TBC1D14 TCHP THAP11 THOC2 THYN1 TMEM132D-AS1 TMEM181 TNFRSF1A TRIM23 TRIM59 TSHZ3 TTC9B TTLL10 UBR2 UNKL USP48 VAMP1 VCPIP1 VN1R1 WDR24 WDR5B WFS1 WRAP73 YEATS2 ZBTB47 ZDHHC8 ZHX3 ZNF133 ZNF148 ZNF227 ZNF248 ZNF292 ZNF302 ZNF573 ZNF581 ZNF589 ZNF680 ZNF786 ZNF862 GSE2706_UNSTIM_VS_8H_LPS_AND_R848_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2706_UNSTIM_VS_8H_LPS_AND_R848_DC_DN ADRA1B AIM2 AK4 AK8 ALOX15B AMIGO2 ANKRD22 ARAP2 BATF BCL2 BID BIRC2 BRPF3 BTG1 BTG3 C15orf48 C17orf58 C4orf46 CAPN2 CCRL2 CD200 CD274 CD70 CHAC1 CHST7 CLCF1 CLDN1 CLDN16 CMPK2 CMTM6 CNKSR3 COBLL1 CRACD CSRNP1 CXCL10 CXCL11 CXCL3 CXCL9 DDX60 DDX60L DESI1 DNAAF1 DPP10 DUSP1 DUSP4 DUSP5 DYNLT1 EHF EIF2AK2 ETV3 EXT1 EZH2 FJX1 FLJ13224 GADD45A GADD45B GALNT3 GCH1 GPR137B GPR157 GRAMD1A GRHL1 GUCY1B1 HERC6 HES4 HIVEP1 HLA-DOB HOMER1 HSPA13 ICAM1 IDO2 IFI27 IFIH1 IFIT1 IFNB1 IFNL1 IL15 IL36G INSIG1 IQCG IRAK2 IRF1 IRF7 IRF8 ITGB8 JAM2 KCNA3 KCNJ2 LAMA3 LAMB3 LILRA3 LILRA5 LINC00930 LINC02381 LTA LYN LYRM1 LYSMD2 MAP3K8 MAP4K4 MAPKBP1 MFSD2A MIR3945HG MMP7 MORF4L2 MT1M MYO10 NAMPT NBN NCF1C NCK2 NDP NEDD4L NEMP1 NETO2 NFKB1 NT5C3A NUB1 OAS2 OPTN OXTR PARP14 PDE4DIP PELI1 PGAP1 PGM3 PIM2 PLAT PLXNC1 PRKAG2-AS2 PSMA6 PTGER4 PXDC1 RAB21 RAB3IP RAPGEF2 RDX REL RELB RETREG1 RFTN1 RGS1 RHCG RIGI RIPK2 RPL36AL RPS6KC1 RSAD2 RYBP SAT1 SCGN SEC61G SELENOI SELENOK SERPINA1 SERPINB1 SERPINB7 SESN3 SIAH2 SNHG15 SOCS3 SOS1 SPRED2 STAT4 STX11 SWAP70 SYNE3 TARP TBC1D13 TDRD7 TFPI2 TMEM41A TNFAIP2 TNFAIP8 TNFRSF4 TNFSF8 TNIP1 TNIP3 TOMM34 TPBG TRAFD1 TRIM69 TUBB2A TXN TXNL4B UAP1 UBE2Z UNC5C USP12 USP18 VCAN VEGFD WARS1 WNT4 ZBTB17 ZNF837 ZNFX1 GSE2706_UNSTIM_VS_8H_LPS_AND_R848_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2706_UNSTIM_VS_8H_LPS_AND_R848_DC_UP ACAA1 ACAT1 ACSS2 AGAP3 AP1M1 AP4B1 APRT AQP3 ARL3 ARSD ATP5PO B3GLCT BCKDK C11orf24 CACYBP CALHM2 CAMK2G CARS2 CBFB CCDC102B CCDC106 CCDC107 CCDC14 CCDC92 CD1C CD33 CDCA7L CEP57 CEP78 CERK CIITA CLEC10A CLEC7A CLSTN1 CNPY3 CORO1B CRTAP CTBP2 CTNS DAB2 DCLRE1C DDX41 DENND1C DNAJC9 DOK1 DTD1 ECHDC1 EFHD1 ELAC2 ELMOD2 EPRS1 ETFRF1 FAM111A FAM118B FBXO31 FDX2 FRMD4A GLRX5 GMPS GNPDA1 GPS1 GRHPR GSTK1 GTF3C5 H2AX HACD2 HAGH HAUS4 HDGF HEBP2 HK1 HSPBAP1 IARS2 ICMT IFNAR1 IGF1R IL17RA INPPL1 INTS10 IRF2BP2 IRF4 ITFG2 IVD JMY KDM4B KLHDC2 KLHL21 KLHL42 LBR LEPROTL1 LIN37 LPCAT4 MAGOH-DT MARCHF8 MBNL3 MBP MCUR1 MEA1 MEF2D MPST MRAS MRE11 MRPL11 MRPL48 MRPS5 MRPS9 MSH6 NAA40 NCKAP1L NDC1 NDUFA12 NDUFA8 NFIA NHLRC3 NHP2 NSL1 NSMAF NUP133 NUP85 OCEL1 OIP5-AS1 PARP1 PCYOX1 PDCD4-AS1 PDK3 PGM2L1 PGPEP1 PHC2 PHF14 PKN1 PLA2G12A PLSCR3 PNPO PON2 POP5 PPIH PRCP PRPSAP1 PWAR5 RAB33A RAB34 RIOX2 RNF135 RPA1 RPL13A RRM2B SAE1 SCAMP1 SH2D3C SHCBP1 SLC12A2-DT SLC12A7 SLC29A3 SLC38A9 SLC39A10 SLC41A3 SLC45A4 SLC49A4 SLC4A11 SLC7A8 SLC8A1 SMARCA4 SMARCC1 SPOP STAG3 STX10 TBC1D10C TBC1D14 TBC1D22A TK2 TMEM107 TMEM63A TMEM65 TMLHE TPRG1L TPST2 TRAPPC2L TRIM14 TSHZ3 TTC3 TTC7A TULP4 TWF2 TXNL4A UFC1 UNG UQCRC1 USB1 VPS26B VPS37A VSIR YIPF2 ZMYND19 ZNF184 ZNF581 ZNF609 ZNF641 ZNF788P GSE2706_UNSTIM_VS_8H_LPS_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2706_UNSTIM_VS_8H_LPS_DC_DN ABCB5 ADA ADAM19 AFDN AIM2 AK8 ALDH1L2 ALOX15B ARAP2 ARHGAP25 ARHGEF2 ATF5 AZIN2 BAALC BATF BAZ1A BCL10-AS1 BCL11A BCL2 BNIP3 C15orf48 C17orf58 C1GALT1 C1orf21 C3orf52 CALHM6 CASP10 CBLIF CD200 CEP135 CFAP65 CNKSR3 COBL CRACD CRISPLD2 CSRNP1 CYP27B1 CYRIA DCUN1D3 DDX60 DDX60L DESI1 DNAAF1 DOT1L DRAM1 DTX3L DUSP1 DUSP5 EDEM1 EHF EIF2AK2 EXT1 EZH2 F2R FEZ1 FNBP1 GALNT3 GBE1 GBP5 GCH1 GPA33 GPR137B GRAMD1A GRINA GUCY1B1 HCAR3 HES4 HIVEP1 ICAM1 IDO2 IFNB1 IL10RA IL15 IL36G IL6 IQCG IRAK2 IRF7 ITGB8 JAK3 KCNA3 KIAA0040 LAMA3 LAMB3 LGALS9 LILRA3 LILRB2 LINC00467 LMAN1L LRRC77P LYRM1 LYSMD2 MAP4K4 MB21D2 MECP2 MFN1 MIR3945HG MT1H MT1M MXD1 MYO10 NAMPT NBL1 NCK2 NDP NEMP1 NFKB1 NMI NUB1 ODR4 OPTN OTUD4 PARP14 PCDH12 PCGF5 PCID2 PDE4DIP PELI1 PGAP1 PIM3 PIWIL4 PLAT PLEKHG2 PLXNC1 PML PNPT1 PSME2 PTGIR PTP4A2 RAB30 RBCK1 RBM43 RCN1 RDX RETREG1 RFTN1 RGS1 RIPK2 RNF213 RPS6KC1 RRAGC RTP4 RUBCN SEMA3A SERPINA1 SERPINA12 SERPINB1 SERPINB7 SIAH2 SIPA1L1 SLC25A28 SLC38A5 SLCO5A1 SNHG15 SOCS3 SOX11 SPAG1 SPAG9 SPC25 SPTBN5 SRSF4 SSB STAT3 STAT4 STIMATE STK26 STX11 STX17 TAP2 TDH TMEM254-AS1 TMEM268 TNFAIP2 TNFAIP3 TNFAIP6 TNFAIP8 TNIP1 TRAF3IP3 TRAFD1 TRIB1 TUBB2A TULP1 TXN UAP1 UBE2Z UBXN2A UNC5C USP30-AS1 USP53 VAV2 VCAN VEZF1 ZBTB17 ZBTB32 ZBTB43 ZNF267 ZNF341 ZNRF1 GSE2706_UNSTIM_VS_8H_LPS_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2706_UNSTIM_VS_8H_LPS_DC_UP AARS2 ABAT ABHD2 ACOT11 ACTMAP ADORA3 AIFM1 ALDH9A1 ALOX5 AP2A2 APMAP ARL3 ATP5IF1 ATP5PO B3GLCT BAG5 BLTP2 BOLA3 BRD3 CACNA2D4 CACYBP CBX7 CCDC96 CD1C CEBPA CENPU CERK CHID1 CHST13 CHST14 CIITA CLEC10A CLMN CNOT7 COQ8A CRH CROT CTNNAL1 CXCR1 CYB5R1 DAAM1 DANCR DDX41 DNAI7 DNAJC12 DPH5 DTD1 DTD2 DUSP3 DYRK2 ECHDC1 EFNA3 EIF2AK4 EIF4B EIF4EBP1 ELP2 ENO2 FA2H FADS1 FAM118B FAM20C FES FEV FKBP9 FN3KRP FOS FOXQ1 GALNT18 GAS2L3 GHDC GID4 GIPC1 GLRX5 GNPDA1 GPD1L GRHPR GSTK1 HACD1 HACD2 HAUS4 HHEX HSPBAP1 ICMT IDH2 IMPA2 IMPDH2 INKA2 INPP5A INTS10 INTS4 ITPRIPL1 JMY KCTD7 KIAA1143 KLHL21 KYAT1 LRP3 LTA4H LYRM7 MAML3 MAN2A2 MAP3K3 MAPK14 MARVELD1 MBNL3 MCM6 METTL7A MRPL43 MRPS26 MRTFB MSI2 MYCBP MYO1F NAXE NCAPH NDC1 NDRG3 NDUFA8 NFIA NHP2 NIN NMT2 NTPCR NUDT5 PCM1 PCYOX1 PDK3 PEBP1 PHYHD1 PLA2G12A PLCD1 PON2 POP7 PPP1R7 PRAM1 PRKDC PTPN4 PYCARD RCBTB2 RDH13 RNF169 RPA1 RPL10A RPL13A RPL7 RPL7A RPS3A RRM2B SBNO1 SELENOM SFXN4 SHB SIGIRR SLC26A2 SLC35C1 SLC39A10 SLC46A2 SLC46A3 SNX18 SNX5 STOML2 STX8 SUOX TBL1XR1 TIMM21 TMEM107 TMEM117 TMEM201 TMEM26 TMEM65 TMEM9 TNFSF12 TPM1 TRAM2 TRAPPC2L TRIM32 TTC13 TTC19 UBE4B UBL7 UFC1 VAMP8 VCL VEGFB VPS26B WNT5B XYLT1 YIF1A YIF1B YPEL2 ZBTB20 ZBTB4 ZFP69 ZMAT4 ZNF14 ZNF589 ZNF641 GSE2706_UNSTIM_VS_8H_R848_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2706_UNSTIM_VS_8H_R848_DC_DN ABTB2 ADA AEN AFAP1L2 AFDN AK8 ANKRD33B APOBEC3A ARHGAP24 ARL4D ARMCX3 ATP13A3 BATF BAZ1A BIRC3 BRWD3 BTG1 BTG3 C15orf48 C17orf58 CASP7 CCL1 CCL11 CCR7 CD274 CD48 CD70 CEP135 CMPK2 COBLL1 CORO2B CRACD CRLF2 CXCL10 CXCL11 CXCL5 CYRIA CYTIP DDX60L DESI1 DGKH DNAJB7 DUSP4 DUSP5 EBI3 EDEM1 EIF2AK2 EPSTI1 ETV3 FBN3 FEZ1 FRMD3 FSD1L FXYD6 G0S2 GADD45A GADD45B GBP1 GPHB5 GPR137B GPR157 GRASLND GRHL1 GUCY1B1 HERC5 HERC6 HIVEP1 HYMAI IFI35 IFI44 IFI6 IFIH1 IFIT1 IFIT2 IFIT3 IGSF3 IL15 IL1B IL36G IL6 IL7 INHBA INSIG1 IQCG ISG15 ISG20 ITGB8 LAMB2P1 LAMB3 LILRA3 LILRA5 LILRB2 LRRC77P LTA LYRM1 MACC1 MAML2 MAP3K8 MARCKSL1 MASTL MCOLN2 MGLL MIR155HG MMP7 MOXD1 NABP1 NAMPT NANOS1 NCK2 NEURL3 NFKB1 NFKBIZ NLRC5 NMI NR4A3 OAS2 OR5I1 OSBPL3 PARP14 PARP9 PHLDB3 PIM2 PLAGL1 PLAT PLXNC1 PMAIP1 PPP1R3A PSD3 PSMA6 PTGER4 PTGIR RAB30 RAPGEF2 RASGRP1 REL RELB RFTN1 RGS1 RIGI RNF213 ROPN1B SAMD9L SAT1 SESN3 SH2D1B SHROOM3 SIAH2 SINHCAF SIPA1L1 SKIL SLAMF1 SLAMF7 SLC1A2 SLC5A9 SLC9A7 SLFN5 SMURF2 SNHG15 SOCS3 SOD2 SOX11 SSB STAT1 STAT4 STEAP1B STX11 SWAP70 TCAF2 TCF7L2 TDRD7 TFPI THBS1 TINAGL1 TMEM268 TMPRSS12 TNC TNF TNFAIP2 TNFAIP3 TNFAIP6 TNFAIP8 TNFRSF11B TNFRSF4 TNFSF10 TNFSF15 TRAF1 TRIM69 TTN TXN UGCG UHRF1 USP18 WARS1 XAF1 YAP1 ZC3H12A ZNF732 GSE2706_UNSTIM_VS_8H_R848_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2706_UNSTIM_VS_8H_R848_DC_UP A4GNT ABAT ABCB11 ABHD14A ACAT1 ACCS ACP5 ACP6 ACTL9 ALDH7A1 ALG1 AMDHD2 ANKRD20A11P ANKRD54 ANO2 ASGR2 ATP6V0E2 AURKC AVPI1 B3GLCT BIN3 BLVRB C16orf54 C18orf15 C1RL C2orf27A CAPRIN2 CARS2 CBX7 CCDC9B CCKAR CCNE1 CDCA7L CDNF CDR2-DT CHID1 CHST13 CLEC3B CLMN CLUAP1 CNBD2 CNRIP1 CPVL CREB5 CROCCP3 CRTAP CST9 CYP1B1 DAAM1 DAB2 DBP DCXR DDB2 DFFB DIP2A DNAL4 DNM3OS DPEP2 DTD2 DUOX1 EBPL EIF3LP3 EMP1 ENOSF1 ERLEC1P1 ERP29 ESYT1 EVA1B FABP1 FAM174C FAM20C FAM210B FAM230C FDXR FES FHL1 FOXB1 FOXQ1 FRAT2 FXYD5 GALNT10 GAS2L3 GFOD1 GFRA2 GPBAR1 GPR20 GRHPR GZMM H3C11 HEXA HRH1 HSD3B7 HSPG2 HTR1A ICAM2 IL16 IL17RA ITGB5 KIAA0513 KLF4 LGI4 LIN28A LINC00342 LINC02297 LY86 LY9 MAGED2 MAML3 MAN2B2 MAOB MAP3K5 MARVELD1 MBP MEAK7 MFSD12 MIR646HG MNS1 MPST NAA38 NFE2 NFIA NMNAT3 NUCB2 NUDT16 NUDT16L1 OSBPL1A P2RY11 P4HA2 PDK3 PECAM1 PEX5 PGAP3 PHF19 PIK3C2B PIK3IP1 PJVK PLBD1 PLD1 PRAM1 PRRT3 PRSS36 PSRC1 PTAFR PTGFRN PTGS1 PYGL RASSF1 RGS9BP RPL39L SCARB1 SCRN2 SH2D3C SH3BGR SH3RF3 SHB SIGIRR SIVA1 SLC16A6 SLC19A1 SLC22A18 SLC22A18AS SLC22A5 SLC25A48 SLC35C1 SLC39A3 SNRNP25 SPATA2 STX10 SUFU TBXAS1 TGFBI TIE1 TMEM117 TMEM191A TMEM205 TPCN1 TRAM2 TREM2 TRIM47 TRPS1 TSHZ1 TSHZ3 TSPAN4 UROS VEGFB VPS37A WDFY2 WDR87 WFS1 XYLT1 YIF1B ZAR1 ZCCHC24 ZFP36L2 ZNF169 ZNF248 ZNF324 ZNF850 GSE27092_WT_VS_HDAC7_PHOSPHO_DEFICIENT_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27092_WT_VS_HDAC7_PHOSPHO_DEFICIENT_CD8_TCELL_DN AARD ACLY ACSL5 ACTG2 ALG2 AMELX AMOTL2 AP4S1 APEX1 APOBEC1 ASF1B ATP11A ATP6V1D AXIN2 BAAT BMP2K BMX C1R C3 C9orf64 CA2 CACYBP CASP1 CCL21 CDC23 CDC45 CDK1 CHST2 CLTA CMTM7 CNN2 COA6 COIL COLGALT1 COMMD9 CRCP CRP CWC15 CXXC5 CYP1A2 CYP7B1 D2HGDH DAP3 DCLRE1A DDX51 DERL2 DGUOK DNM2 DPH5 DPP6 DRG1 EIF1B ELOC EPHA7 FDXR GABRG3 GALNT6 GGPS1 GHR GLA GLTP GNAT2 HEBP1 HLA-C HNF4G HNRNPH3 HOMER1 HOXA1 HOXD11 HTR2B HYPK IER2 IRAG1 IRAK1 ISCA2 ISG15 KLF2 LACTB2 LARP4B LARS1 LGALS2 LSM3 LXN MAP1LC3B MCM5 MDM4 MED10 MEOX1 MGST1 MIX23 MME MMP17 MR1 MRPL18 MRPL2 MRPL36 MSTN MYL7 MYPOP NAT2 NAV2 NCK1 NDE1 NIPSNAP2 NME1 NOMO1 NUDT19 NUDT4 NUP93 PAPOLA PAX9 PCDHA12 PHF5A PIK3C3 POLD2 POLR2I PSMB10 PSMC3IP PSMG2 PTCD2 PTHLH PTPN9 PTRH1 PYGB RAMAC RARS2 RCOR1 REG3G REM1 RER1 REXO2 RIT2 RNF181 RPA2 RPL7L1 RPP30 RPS11 RSPH3 RTTN S100A8 S100PBP SALL4 SAMHD1 SCAF8 SCAND1 SERPINE1 SFRP1 SHOC2 SKAP2 SLC34A2 SLC37A4 SLC7A6 SLIRP SMARCD2 SNRPA1 SP3 SRP9 SRSF1 STMN1 STRBP SULT1B1 SYNJ2 SYNRG SYT10 TAC1 TBC1D23 TBL3 TBR1 TCF19 TFR2 THAP7 THOC3 TMEM123 TMEM126A TMEM234 TPM3 TPRG1L TSNAX TTC14 TTK TUBGCP4 TWF1 TXNIP UBD UBE2L6 UHMK1 UMOD UQCC3 VAMP5 VAV2 VMP1 VRK1 WDR55 WIPF1 XDH XRN2 ZBTB45 ZKSCAN1 ZKSCAN3 ZSCAN12 GSE27092_WT_VS_HDAC7_PHOSPHO_DEFICIENT_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27092_WT_VS_HDAC7_PHOSPHO_DEFICIENT_CD8_TCELL_UP ABCC8 ABHD8 ACSL1 ACTA1 ACTC1 ADAM15 ADGRE1 ADH1C ADRB1 AGPAT1 ALOX15 ANXA3 AOC3 AQP4 ARFIP2 ARG1 ARIH2 ATF4 ATP7A BARX1 BEX1 BGN C1QA C1orf43 C2orf80 CA6 CASQ1 CCDC152 CCNA1 CCNB1IP1 CCNF CES1 CHRNA7 CHRNB1 CISH CLCN1 CLDN1 CLIC4 CLP1 COL17A1 COL18A1 COL4A3 CP CRHR2 CRTAM CUZD1 CYP2F1 DNAAF11 DNAJC21 EEF2 EHHADH EIF4B EPHA8 ERN2 ETF1 ETS2 EXT2 FAM107B FAM3C FHOD3 FOXA1 FOXC1 FRZB GAB1 GAR1 GDNF GGT1 GHRL GNG3 GOLGA4 GPLD1 GPN2 GRIK1 GSTA3 GSTM5 GSTO1 H1-1 HBEGF HDLBP HOXB9 HRC HSD3B7 ICAM1 IFNAR2 IGF2 IGF2BP2 IGFBP3 IL5 INPP4A IRF6 JUND KCND2 KDM5A KIF1B KRT15 KRT4 KRT6A KRT8 KRT86 LAS1L LCN2 LIPC LTF LY6G6D LYL1 MAGEL2 MAOA MED1 MEF2B MEG3 MELTF MID1 MPRIP MYADM MYH1 MYH4 MYL1 NDN NDUFA1 NDUFV1 NEUROD6 NFATC2 NFE2 NR1D1 NTN1 ONECUT1 OSER1 PFDN5 PGAM2 PHEX PHLDA2 PIGR PIP5K1A PKP2 PLA2G7 PLAT PLXNA1 POLE3 PPL PPP2R1B PPT2 PRCC PRR5 PRSS12 PTGDR2 PTGIR PTPRJ PTTG1IP RAB31 RAP1GDS1 RBL2 REEP1 RELL1 RPL15 SAG SCEL SEBOX SERPINB2 SERPINB5 SERPINE2 SEZ6 SFTPC SGK1 SH3GL3 SIAH2 SLC2A4 SLC35G6 SLC44A4 SLC66A2 SLU7 SNORC SNW1 SOX2 SRXN1 ST8SIA3 TACSTD2 TBX3 TEAD2 TERT TFCP2L1 TGFB2 TGIF2 THEG TMBIM1 TMEM50B TNF TNNT2 TNNT3 TOLLIP TPMT TPST1 TSN TUBB4A TUSC2 TWIST1 UBAP1 UNC119B VAMP4 VTN WNT7B GSE27241_CTRL_VS_DIGOXIN_TREATED_CD4_TCELL_IN_TH17_POLARIZING_CONDITIONS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27241_CTRL_VS_DIGOXIN_TREATED_CD4_TCELL_IN_TH17_POLARIZING_CONDITIONS_DN ADA2 ADGRA3 ADI1 AHNAK AHR AIG1 ANK3 ANKRD55 ANPEP ANTXR2 ANXA2R APOBEC3G APOL6 ARMCX1 ATP1A1 BAG3 BATF3 BLNK BLVRA BTLA BTN3A2 C15orf48 CACHD1 CALCOCO2 CAPN2 CD40LG CD6 CDRT4 CLEC11A CPNE2 CTSL CUTA DACT1 DDX60 DENR DGKZ DZIP3 ECHDC2 EDAR EEF1G EIF3L EIF4G1 ELMOD3 ELP2 ENSG00000289161 ENTPD1 ENTR1 FAM219B FAM43A FBXO6 FCGBP FCN1 FOXK1 FOXO1 FRMD4A FXN FXYD5 FYN FZD3 GALNT6 GBP1 GIMAP2 GIMAP4 GIMAP7 GNL3 GPA33 GPR18 GPX4 GUSBP11 HCAR3 HCK HES1 HHEX HLA-B HSH2D HYAL1 ID2 IFIT3 IFRD2 IL27RA INPP5D IPO4 IRF7 IRF9 JADE2 JAK3 JAKMIP1 KARS1 KCNQ1 KICS2 KRTAP4-3 LARS1 LDB2 LFNG LGMN LINC01120 LIPA LRRC37A16P LRRC8C LRRN3 MAOB MAP4K4 MAST3 MBOAT1 MCL1 MDFIC MFSD10 MTUS1 MYO1F MYO7B NFATC2 NFKBIA NOC3L NOLC1 NOP16 NOP53 NUP43 OAS1 OXNAD1 P2RY14 PABPC1 PCED1B PDE4B PEA15 PER1 PEX3 PFKM PHB1 PIK3IP1 PLEKHA1 POGK PPM1F PRR5 PTRH2 QPCT RAB13 RAB30 RALGDS REXO2 RGS18 RHOBTB3 RIMS3 RNF170 RPL10P17 RPL14 RRP12 RSAD2 SCML4 SCO2 SH2B3 SH2D3A SLC39A6 SMAD7 SMS SMYD5 SOAT1 SPATS2L SRI SRM SRPRB SRPX ST3GAL1 ST6GAL1 STAT5A STK4 SULF2 TARP TBC1D8 TCERG1L TCL1A TGFBI TKTL1 TMBIM6 TMEM200A TMEM204 TNF TNFSF11 TNFSF13B TNRC18 TPD52 TPM4 TRAP1 TRMT1 TTC3 TUBA4A URGCP USP18 VAMP8 VIM WDR6 XAF1 ZC3H8 ZC3HAV1L ZDHHC9 ZFP36L1 ZXDB ZYX GSE27241_CTRL_VS_DIGOXIN_TREATED_CD4_TCELL_IN_TH17_POLARIZING_CONDITIONS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27241_CTRL_VS_DIGOXIN_TREATED_CD4_TCELL_IN_TH17_POLARIZING_CONDITIONS_UP ABI2 ADAM15 ADAMTSL4 AGO2 ANKRD13C ARAP2 ARF3 ARHGAP4 ARID5B ARL5B ATG16L1 ATG16L2 B3GNT3 BATF BAZ1A BCL2L11 BIRC3 BTLA CCNT1 CD274 CD69 CERS4 CHD4 CISH CLNK CPT1A CREB1 CSNK1G3 CTSC CXCL10 CXCL9 CXCR2 DBNDD2 DDX17 DEDD DOP1B DUSP2 EFL1 EGR1 EGR2 ELK4 ENTR1 EPHX1 ESYT2 ETNK1 ETV3 FAM124B FLACC1 FOS FPR1 GADD45B GPR18 GPR183 GPR83 GRAMD1A GSAP GTF2A1L HEATR1 HSPA4L ICAM1 IER3 IL12B IL13 IL21R IL27RA IL3RA IRF3 KAT6A KIF21B KLF13 KLHL26 LCAT LCE1C LHFPL7 LTA MAP3K8 MARCHF1 MCAM MDM4 MEFV MINDY3 MIR130B MIR155 MIR222 MLXIP MYOM2 NAB1 NAB2 NCOA3 NDFIP1 NDRG1 NFKB1 NFKB2 NFKBIA NFKBID NFKBIZ NR4A1 NR4A3 PARP14 PATZ1 PDCD1 PDCL2 PDE7A PER1 PLB1 PLCL2 PLIN2 PLK2 POLG PPP1R15A PPP1R3D PRDM14 PRDM15 PRR9 PSD PTGER4 PTH1R PTPN6 RAPH1 RASAL2 REG4 REL RELA RELB RNF19A S100PBP SAFB SAMSN1 SDAD1 SH3BP2 SHISA5 SLC39A2 SLC44A2 SNORA30 SNRNP70 SRFBP1 SSH2 ST14 STAT6 STX11 TADA1 TAGAP TCF7 TGIF1 TGIF2 TLE1 TNFAIP3 TNIP2 TRA2A TRIB1 TSPYL2 TTC19 TUT1 TWF1 UBASH3A UBE2D3 VPS13D WASL XCL1 YAF2 ZC3H12A ZHX2 GSE27241_CTRL_VS_DIGOXIN_TREATED_RORGT_KO_CD4_TCELL_IN_TH17_POLARIZING_CONDITIONS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27241_CTRL_VS_DIGOXIN_TREATED_RORGT_KO_CD4_TCELL_IN_TH17_POLARIZING_CONDITIONS_DN ABHD14B ABHD15 ABI1 ACOX1 ACTN2 ACY3 ADORA2A AGAP2 ALDH18A1 ALPK1 AMPD1 AMPD2 ANKRD27 ARHGAP25 ARRDC4 B3GALT2 BCL2L2 BDH2 BLK C3orf70 CAPSL CASP1 CD163L1 CD28 CD47 CDC14B CDKN1B CDYL2 CERS6 CFH CFHR3 CLEC12A CNOT2 COQ8A COQ8B CPA3 CPQ CRELD1 CTLA4 CYFIP1 CYSLTR2 DDX54 DIPK2A DPY19L3 DYNC2LI1 DYNLT5 EDEM1 EIF2AK3 ELMOD3 ENGASE ENTPD5 EPSTI1 ERO1A ESRP2 EVA1B EYA2 FAM117A FAM199X FAM229B FBXO27 FLI1 FN1 FSD2 GFRA1 GOLM1 GPR137B GPR155 GRK4 GYPA GZMA HERC3 HLA-B HMGCS2 HPSE2 HSPBAP1 IFNAR1 IFNGR1 IL17RE IL18R1 IL2RA ITGB7 JAKMIP1 KIAA1549L KLHL24 KMO KRT76 L3MBTL3 LIG4 LIPA LMO4 LPXN LRATD2 LYN LYVE1 MACROH2A1 MANBA MARCHF6 MATK MEN1 MGAT1 MYL9 MYO1F N4BP2L1 NR1H3 NR2C1 NUMB OTUD1 P2RY14 PAPSS2 PBXIP1 PCK2 PCSK1 PCYT1A PDGFC PDGFRB PDZD4 PIK3IP1 PIP5K1B PLD4 POMGNT2 PPM1E PPM1L PPP3CA PRKACB PRKCQ PRKX PRODH PRR13 PSEN2 PYCR2 RABEP2 RAMP3 RASA4 RASAL1 RASGRP2 RESF1 RIGI RIPPLY3 RNASEL RNF135 RPS6KA1 RTN3 SAA3P SDC4 SEC24D SGMS1 SH3BP5 SLA SLC22A3 SLC35D1 SLC35E2A SLC43A1 SLC49A4 SMAD4 SNAI3 SNX13 SPATS2 SPNS3 ST6GAL1 STAMBPL1 STAT6 STX2 STX6 TBATA TCN2 TEF TJP3 TLE4 TLE6 TMEM229B TMEM86A TNFSF10 TRAM1 TRDMT1 TYROBP UAP1L1 UNC119 USP33 UVRAG VAV3 VIL1 VIM ZCCHC24 ZFP3 ZFYVE28 GSE27241_CTRL_VS_DIGOXIN_TREATED_RORGT_KO_CD4_TCELL_IN_TH17_POLARIZING_CONDITIONS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27241_CTRL_VS_DIGOXIN_TREATED_RORGT_KO_CD4_TCELL_IN_TH17_POLARIZING_CONDITIONS_UP ABCC2 ABHD8 ACSF3 ADA AIFM1 ALG5 ANLN ANP32E ARHGAP11A ARHGAP33 ARHGEF18 ARHGEF7 ARL2BP ARL6IP1 ARSK ATP8B3 BIN3 BLTP3A BMAL1 BMF BTG2 C18orf54 C4orf46 C8orf88 CALCOCO1 CAPN7 CBFA2T3 CCDC28A CCDC71L CD1B CD1C CD1D CD1E CD2AP CD38 CD52 CD8B CELSR2 CENPN CENPV CEP152 CEP76 CHRNB4 CKAP2L CRY1 CTC1 CTNNAL1 CYP2U1 DCUN1D2 DDB2 DDX23 DGKE DIAPH3 DNMBP DNTT DYM EEPD1 EFCAB7 EFHC1 EGLN3 ELOVL4 EPB41L2 ERI2 FAM226B FAM53B FAM8A1 FECH FGFR3 FRMD3 GAL3ST4 GAS8 GEN1 GKAP1 GNA13 GOLGA3 GPR180 GSR H2AC11 H2BC6 H2BC7 HADH HKDC1 HMGB2 HMGB3 HSD17B6 IKZF2 INSIG1 IQCC IRAG2 ISCU ITIH4 KAT6B KATNAL1 KCNA2 KCNG3 KIF11 KIF18B KIF20A KIF23 KLF13 KNTC1 KPTN LECT2 LINC00926 LINC00938 LRCH3 LSS LYRM1 MAFK MAP2K6 MELK MIER3 MIS12 MKNK1 MTSS2 MYBL1 MZB1 NDUFC2 NSD2 NT5C2 ODF2L PAN2 PBX4 PET100 PKN3 PLA2G15 PLEKHG1 PLXND1 POLI PPIA PRC1 PTGDR2 PTPN2 PURG RACGAP1 RAG1 RALGPS2 RBM33 RCN2 RCSD1 RDM1 RFC5 RHEB RIC1 RIC8B RNASEH2B SAPCD2 SCAI SKA2 SLAMF1 SLC12A4 SLC25A35 SLC25A46 SLC25A5 SLC35A3 SLC38A4-AS1 SMPD3 SNRK SPC25 SPEN SPRY1 SRP9 STK32B SYNE2 TBL1XR1 TCF12 TCF3 TFDP2 TMCC1 TMPO-AS1 TOP2A TRIM41 TRIM59 TRIM62 TROAP TRPV5 TSHR TSPOAP1 TTC7A TUBB3 UBL7-DT UBN2 USP1 VAMP7 VEZF1 WDR13 WDR19 WDR76 WDR90 WHRN YKT6 ZBTB18 ZC4H2 ZGRF1 ZNF33B ZNF444 ZNF709 GSE27241_WT_CTRL_VS_DIGOXIN_TREATED_RORGT_KO_CD4_TCELL_IN_TH17_POLARIZING_CONDITIONS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27241_WT_CTRL_VS_DIGOXIN_TREATED_RORGT_KO_CD4_TCELL_IN_TH17_POLARIZING_CONDITIONS_DN ABCG2 ACADM ADK AP3S1 ARL14EP ASAH1 AZIN1 B3GNT8 BBS4 BCDIN3D BLOC1S3 BLVRA BNIP3 C11orf54 C1orf109 C2orf42 C6orf118 C8orf33 CCND2 CDC40 CDK5 CHMP7 CHTOP CLEC10A CMAS CNDP2 COX18 CRK CRYZL1 CST7 CTPS2 CYTH1 CYTH4 DAPK1 DDX54 DHRS1 DHRSX DIPK1A DNASE1L1 DRAM2 EEF1A1 EFHD2 EMP3 ENDOU EPHX1 EPHX4 ESF1 EXOSC5 F8A1 FAAP20 FBXL12 FBXL3 FERMT3 GABARAPL1 GGA2 GOLT1B GPD1L GSTO1 GYG1 HADH HCLS1 HOXC5 HPCAL1 IL10RA ISCU ISYNA1 ITGAE JKAMP KDM1B KLF10 KTI12 LAMTOR4 LDHB LSM14B LTV1 LYPLA2 LYRM2 MAPKAPK3 MATK MBD2 MEPCE MIF MINDY3 MPHOSPH6 MPV17L2 MRPL3 MTIF3 MTM1 MTSS1 MYL12B NCK1 NFKBIA NGRN NHLRC3 NIM1K NIPSNAP1 NOL12 NSMCE3 NUDT16 NUFIP1 OXSM PANX1 PCMTD1 PDE4D PES1 PEX11B PEX13 PEX5 PIGP PIK3IP1 PIP4K2B PITHD1 PLA2G12A PLAAT3 PMVK PNMA8B POLR3F PPP3R1 PRDX6 PRR29 PSEN2 PSMB2 QSOX2 RARS2 RASSF9 RELT RNASEH2A RNF11 RNF5 RRS1 RWDD1 RWDD4 S100A6 SAP30L SAR1A SCN2B SEC11C SELENOI SEMA7A SESN1 SFXN3 SHISA5 SLC25A12 SLC25A38 SLC25A39 SLC25A4 SLC35A4 SLC35E2A SMIM12 SMIM5 SMPDL3A SNORA41 SNORD58B SPATA2L SPNS1 SPTLC1 SRGN SUCLG1 TARS1 TBXA2R TCN2 TESC TEX30 THUMPD1 TM2D1 TMC6 TMEM147 TMEM14C TMEM42 TMEM64 TOMM40 TPRKB TRAPPC5 TRDMT1 TREML2 TSFM TSPY26P TSR3 VIM VRK1 XKRX ZCCHC9 ZFAND1 GSE27241_WT_CTRL_VS_DIGOXIN_TREATED_RORGT_KO_CD4_TCELL_IN_TH17_POLARIZING_CONDITIONS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27241_WT_CTRL_VS_DIGOXIN_TREATED_RORGT_KO_CD4_TCELL_IN_TH17_POLARIZING_CONDITIONS_UP ABI2 ABL2 ACOT4 ACSL1 ACTN2 ADD3 ADSS1 AKT3 ALDH18A1 ALOX5AP AMPD1 ANK1 ANKRD27 AP1S2 ARAP2 ARHGAP26 ARHGAP29 ATCAY ATF6 BBC3 BLTP3B BTLA CAMK2D CCDC141 CCNO CD163L1 CD2 CD200 CD5 CD6 CDC14B CDK5R1 CDKAL1 CDR2 CERS6 CFLAR CHD3 CHD7 CHDH CHL1 CLIP1 CMYA5 CNNM1 CORO2B CRACR2A CYBRD1 CYP8B1 DAP DUSP7 EDARADD EEIG1 EEIG2 EGLN3 EPAS1 EPS15 FAM117A FILIP1L FMNL3 GALE GATA3 GCC2 GFPT1 GFRA1 GK5 GPR146 GPR155 GPR25 GSN GXYLT1 HDAC5 HERC3 HIVEP3 HMG20A HOMER1 HSD17B3 IFNGR1 IL17RB IL18R1 IQCH IQGAP2 IRF8 ITGAM ITGB6 JAKMIP1 JARID2 JMJD1C KCNG1 KIF4B KLHL25 KLHL40 KMO KTN1 L3MBTL3 LMO4 LPXN LRATD2 LRRC7 LZIC MACROH2A1 MALT1 MAP2K5 MAP3K12 MBOAT1 MYH10 MYO1F NDRG1 P2RX7 P4HA2 PCYT1A PDZD4 PER1 PHF14 PHLPP1 PIK3CD PIK3CG PKM PPIP5K1 PPM1E PPM1L PPP1R13B PRKCQ PRM1 PTPN14 PWWP3B RABGEF1 RAPGEF4 RAPGEF6 RBL2 RFC1 RGS10 RHOBTB2 RNF213 RPGRIP1L RPS6KA1 RSPO2 RTF1 SELL SEMA4C SEMA4G SH3BP5 SH3KBP1 SHC4 SLA SLC16A10 SLC2A4 SLC35D1 SLC37A3 SLCO3A1 SMAD5 SPATS2 SRGAP3 ST6GAL1 ST8SIA1 STMN1 SUSD1 TEX9 TLE4 TMEM231 TMEM63A TOX2 TRAM1 TRIM24 TRIM26 TRIO TSSK2 USP37 VAV3 VPS37B WDR33 WDR59 XYLT2 ZSCAN20 GSE27241_WT_VS_RORGT_KO_TH17_POLARIZED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27241_WT_VS_RORGT_KO_TH17_POLARIZED_CD4_TCELL_DN AARSD1 ABCA1 ACAT1 ACAT2 ADCK1 ANAPC13 ANP32A ARL2 ASH2L ATP5IF1 BLOC1S5 C16orf54 CAB39L CALM3 CDC6 CDK19 CEACAM1 CENPQ CETN2 CFAP36 CHAF1B CLNS1A CMAHP COX15 CRYL1 CYC1 DCLRE1B DECR2 DGCR6 DHRS3 DNAJC6 DUT DYNC2LI1 ECHDC1 EIF2B1 ELMOD3 EMP3 ENTPD5 FBXL12 FDFT1 FDPS FDX1 FLG2 GAL3ST3 GGTA1 GINS1 GPN3 GPSM2 GRPEL1 GSS GSTP1 GTF2E1 GTF2F1 HACL1 HAGH HES6 HGSNAT HIBADH HINT3 HMGCL HMGCS1 IFT22 IFT27 IL18R1 ILVBL INSIG1 ISOC1 KDM8 KHK LDLR LHPP LMNTD1 LSM4 MAP2K6 MARCKS MED10 MED30 METTL21A MFGE8 MKRN2 MNAT1 MOSPD2 MR1 MRPL36 MSMO1 MTG1 MTRF1 MVK MXI1 N6AMT1 NAP1L2 NDUFB4 NDUFC1 NEIL1 NEXMIF NIPSNAP1 NME3 NMI NUBP1 NUDCD2 NUDT1 NUDT14 NUDT15 NUP107 NUP42 NXT1 NXT2 OLA1 OSGEP OTUB1 P2RX1 PCCB PDZRN3 PFKFB1 PLIN3 POLR2D POLR2G PPP1R7 PPT1 PRPS1 PSMD13 PTPRA PTPRN RAB11A RABL3 RANBP1 RFC3 RFC5 RHBDD1 RNF130 RNF141 RPAP3 RTKN SAAL1 SCAMP1 SEPTIN8 SHLD2 SLC25A11 SLC25A24 SLC29A3 SNAP47 SPG21 SRL STX18 SUDS3 SUMF1 SUMO2 SUMO3 TAB1 TAFAZZIN TBC1D19 TFPI TIMM17A TMEM30A TNFAIP8L2 TNFSF10 TRAPPC2L TRDMT1 TSPO TUBB2A TUBB2B TUBG1 TULP1 TXNDC15 UXT WDR35 ZFAND1 ZFYVE19 GSE27241_WT_VS_RORGT_KO_TH17_POLARIZED_CD4_TCELL_TREATED_WITH_DIGOXIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27241_WT_VS_RORGT_KO_TH17_POLARIZED_CD4_TCELL_TREATED_WITH_DIGOXIN_DN ABCB10 ABHD15 AGFG2 AGPAT3 AHR AKAP12 ALCAM ALS2CL ARHGAP24 ARL4C ARL5C ARSI ATP1A1 ATP9A B3GNT2 B3GNT8 BCL2L11 BIN1 BMAL1 BMF CACNA1E CACNB3 CAMK1G CAMKK1 CCDC153 CD3G CD4 CDKL1 CEACAM1 CHFR CLDN4 CLK3 CSNK1E CSRNP1 CXXC5 DESI1 DNAJC15 DUSP4 DUSP6 EGLN1 EGR1 EGR2 EIF4E3 EMID1 EPSTI1 ERRFI1 ESYT1 ETS2 EVI5L EVPL FBXW8 FKBP5 FN3K GALNT7 GBP4 GEMIN5 GPC3 GRAMD2B GTF2H4 GTPBP6 HOXB4 HPCAL1 HSDL1 IL10RA INPP4B INSL5 IRF6 ITPKC JUP KCTD1 KDM1B LAG3 LDHB LIN37 LONRF1 LRIG1 LSP1 LTB LYPD6B MAFF MAP4K5 MGAT4A MRAP MTSS1 MUS81 MYOF NAB2 NAPA NFKBIA NFKBID NHSL1 NR1D2 NR4A1 NR4A3 NRP1 NSG2 NTN1 OLIG3 P2RX1 PAPSS2 PATJ PDE4D PEDS1 PFKP PIP4K2A PLCXD2 PLXDC1 PMEPA1 PODXL2 PPFIBP2 PPP1R14B PPP1R3B PREP PRKCH PTCRA PTPRA PVR RAB3IP RALGDS RASA4 RBM24 RFTN1 RGS14 RLF RNASEH2C S100A11 S100A3 SAV1 SCN2B SCN4B SELPLG SEMA7A SGCE SHISA5 SIK1 SIN3B SLAMF6 SLC16A5 SLC25A30 SLC27A2 SLC28A2 SLC30A4 SLC35E2A SLC37A2 SLC43A1 SLC6A19 SLC7A11 SMOC1 SMYD1 SOCS1 SOCS3 SPINT2 SPO11 SPRY2 SQOR STAT6 SYTL3 TASP1 TCN2 TGIF1 TIMP2 TMC6 TMEM221 TMIE TNFRSF14 TNFRSF1A TRIB2 TSPAN2 TTC12 TXK UROD USPL1 UTP25 VPS33B XBP1 XKRX XRCC6 XRRA1 GSE27241_WT_VS_RORGT_KO_TH17_POLARIZED_CD4_TCELL_TREATED_WITH_DIGOXIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27241_WT_VS_RORGT_KO_TH17_POLARIZED_CD4_TCELL_TREATED_WITH_DIGOXIN_UP ADSS1 ARAP2 ARID1A ASXL1 ATAD2 ATAD2B ATF7IP ATG2B ATM ATP13A3 ATP2A2 ATP8A1 BARD1 BAZ1B BAZ2A BIRC6 BLTP1 BLTP3B BMPR2 BPTF BRCA1 CAMK1D CDC25B CELSR2 CENPC CEP104 CEP350 CHD7 CHDH CKAP5 CLIC4 CNNM1 CNNM4 CNOT6L CORO2B CREBBP DEPDC5 DOCK11 DOCK8 DYRK1B EP300 ERC1 ERN1 ESPL1 FAM120A FAM163B FANCC FASN FCHSD2 FNDC3A FRYL GBF1 GPR25 GTF3C1 GXYLT1 H2BC26 HCFC1 HERC1 IL17RB IQGAP2 IWS1 KANSL1 KAT7 KDM2A KHSRP KIF14 KIF15 KIF21B KLHL18 KMT2B KMT2C KNTC1 KRTAP1-4 LMO4 MACF1 MAP4K4 MAST2 MED12L MED13 MIR383 MYO10 MYO9B NBEAL1 NCAPD2 NCOR1 NEURL1B NF1 NFAT5 NME2 NPEPPS NSD2 NUCKS1 NUP205 OTOS PCM1 PELP1 PHACTR4 PIK3CD PIK3CG PITPNC1 PKM POLE PPM1E PPP1R10 PPP1R12B PRCC PRDM10 PRKCA PRPF8 PRR14L PRRC2C PSMD11 PWWP3B RAD21 RALGAPA1 RALGAPA2 RB1 RFX7 RHOBTB2 RIC1 RIF1 RPGRIP1L RPL11 RPS27A SBNO1 SETD2 SF3A1 SIPA1L1 SLC37A3 SLC9A9 SMARCD1 SMC1A SMC2 SMG1 SOS1 SP1 SPRY3 SRGAP3 ST8SIA1 STIL SUFU TAOK1 TBCEL TBCK TET2 THRB TICRR TLN1 TMEM245 TMEM94 TNFRSF10B TNKS TOX2 TRIM26 TRIM33 TSC2 TTC7B TTLL4 TULP4 TUT4 UBAP2 UBE4B ULK1 USP24 USP37 USP9X UTRN VPS13C VWA3B WDR83OS WNK1 WRN XYLT2 YEATS2 ZBTB37 ZBTB40 ZEB1 ZFP36L2 ZHX3 ZNF106 GSE27241_WT_VS_RORGT_KO_TH17_POLARIZED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27241_WT_VS_RORGT_KO_TH17_POLARIZED_CD4_TCELL_UP AARSD1 ABI2 AKAP1 AKAP12 ALCAM ALYREF ANAPC5 ANLN ARC ARHGAP11A ARHGAP19 ARSI ASPM ATAD2 BARD1 BCOR BMP7 BRCA1 BRIP1 BUB1B C3orf22 CCNA2 CCNF CDC25B CDC6 CDCA2 CDCA8 CENPE CENPF CENPJ CENPS CHTF18 CKAP2L CKAP5 CTNNAL1 DCPS DNA2 DUSP4 DUSP6 E2F8 ECT2 EGR1 ESCO2 EZH2 FAF1 FANCD2 FBLN1 FGF13 FMNL3 FUBP1 FYN GDF10 GFI1B GMNN GTSE1 H1-1 H1-3 H1-5 H2AC25 H2AZ2 H2BC26 H2BC3 H2BC9 H2BP2 H4C4 H4C9 HASPIN HDGF HMGB3 HNMT HOXA5 IL24 INCENP INSL5 INTS10 ITGA6 JAZF1 JUP KIF11 KIF14 KIF15 KIF18B KIF22 KIF23 KIF4A KNL1 KNTC1 LIG1 LIN54 LPO MCAM MCM10 MEX3C MIS18BP1 MKI67 MNS1 MYBL1 NCAPD2 NCAPG2 NCAPH NEIL3 NEURL1B NFKBID NSD2 NTN1 NUCKS1 NUP205 PDE7A PHGR1 PIF1 PIK3R3 PLK1 PLXNB3 PODXL2 POLE POLQ POP1 PPIG PPP1CA PRC1 PRR11 PSCA PTCHD3 RAB27A RACGAP1 RAD54B RBL1 RBM24 RFWD3 RNASE12 RNF152 RNF26 RPL39 RPS12 RPSA SARS2 SEC61G SHC1 SLC16A2 SLC22A15 SMC2 SMOC1 SPAG5 SPSB1 STAG3 STMN1 SUMO2 TAAR3P TACC3 TCERG1 TMPO TOP2A TOX TPX2 TROAP TTF2 TTK UBE2S UBE2T UHRF1 WSCD1 XRCC2 ZRANB3 GSE27291_0H_VS_6H_STIM_GAMMADELTA_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27291_0H_VS_6H_STIM_GAMMADELTA_TCELL_DN ABCC12 ADGRE1 ADGRF5 ADPRHL1 AHCY AHCYL1 ALDH18A1 ALDOB ANHX ANKRD10 ANKS6 ARHGAP33 ARHGEF10 ASXL2 ATAD1 ATP1A4 AXIN2 BOLA3 BTNL9 BUD23 C10orf143 C2CD2 CADPS CASC22 CCDC59 CCNB1IP1 CCT4 CCT7 CD320 CDC14B CDC45 CFC1B CHIA CIAO2A CMC1 CNNM2 CNTN5 COA5 CRTAC1 CSDE1 CTSO CYC1 CYSLTR1 DARS2 DDX27 DEFT1P DLX4 DNAJC17 EBNA1BP2 ENSG00000224090 ERVMER34-1 FAM133A FAM169BP FAM9A FLJ12825 FMO6P FOXR1 GHSR GNGT2 GPC4 GTF3C6 HABP4 HEATR5A HECTD2 HOMEZ HOXD12 HRH4 HS6ST2 HSPA9 IGSF5 IRGC KCNE5 KCNU1 KCTD18 KDM8 KIF9-AS1 LDAH LDLRAD3 LINC00276 LINC01579 LINC01845 MAPK4 MCHR1 MEG3 MEGF6 MEIS3 METAP2 METTL5 MICA MIR99AHG MLEC MRPL20 MRPL24 MRPS31 MTRES1 MUC19 NDUFAB1 NDUFAF2 NDUFB5 NDUFB9 NGB NKX6-2 NME5 NUP50 OAZ2 OCEL1 ODR4 OGFOD1 OR51B4 OSER1-DT PABIR1 PABPC1L PAGE4 PCDHA6 PCDHAC1 PDAP1 PDSS2 PFDN4 PHOX2A PKDCC PLPP3 PML PNPO POLR2H PPL PRKCA PRR35 PRXL2A PTEN QRSL1 REM1 REN RGS22 RO60 RPAIN RPL10P17 RPS17P5 RUVBL2 RWDD1 S100A7A SDF4 SEC14L1P1 SECISBP2 SELENON SHF SKIC8 SLC27A5 SLC35D2 SLC3A2 SLC52A2 SMARCE1 SNRPC SNRPE SPATC1 SST STOML2 STX16 SULT2B1 SUV39H1 TAF11 TAS2R5 TBC1D4 TBC1D9 TBX6 TGS1 THOC2 THRAP3 TIMM23 TIPIN TK2 TMEM114 TMEM132A TMEM67 TMEM72-AS1 TOMM22 TOPBP1 TPRG1 TPRXL TRA2B TRABD2B TXNRD2 UBE2G2 UNC119 UQCRC2 USP29 UTP20 WDR46 WDR72 ZMPSTE24 ZNF174 ZNF251 ZNF608 ZNF623 ZNF7 ZNRF4 ZPBP2 GSE27291_0H_VS_6H_STIM_GAMMADELTA_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27291_0H_VS_6H_STIM_GAMMADELTA_TCELL_UP ACSL4 ADD2 ADGRG6 AFF2 AGBL1 AGTR1 AHSA1 ALPI ANKRD13B ARGLU1 ARHGAP5 ARHGEF38 BECN1 BOLA3 BTK C11orf24 C15orf40 CA5BP1 CCDC22 CCR8 CD160 CDC14B CDCA7 CDK5RAP3 CENPT CEP72 CFAP100 CFAP107 CHORDC1 CHTF8 CLRN3 CLSPN CNIH1 CNOT3 COL9A2 CSAD CYSLTR1 DANCR DAW1 DDX55 DEFB114 DPY19L2 DRICH1 EIF3I ERGIC3 FAM227B FAM238C FASN FMNL2 FOXI1 FOXR1 FXYD6 FZD6 GAPDHS GLUD1 GNAZ GOLGA2P5 GPC4 GPR108 GPR6 GPRASP3 GPRC5D-AS1 HAMP HHATL HIGD2A HLX HSF4 HTR5A IGSF9 IL17RC IL2 IL22 IL5RA IREB2 IRF2BP2 KCNE3 KCTD18 KDM4C LINC00543 LINC01512 LINC01579 LINC02347 LONRF3 LRRC3 LSM12 MACROH2A2 MAGEA5P MASP2 MAZ MCRS1 MPHOSPH9 MRGPRX4 MRPS15 MSRA N4BP3 NDUFS7 NECAB1 NFIL3 NSA2 NSUN4 NSUN5 NSUN5P1 NSUN5P2 OR51M1 P4HTM PABPC3 PABPC4 PDCD2 PFKL PIH1D1 PIP5K1A PKM PLPP3 POLR3E POTEKP PPA1 PRKAR1B PROX1 PRPF39 PTPRM PYGO2 RAB20 RAB25 RASGRP2 RNASEH2A RNF212 RNF215 RPL11 RPL36A RPS17P5 RPS27A RPS8 SBNO2 SDF4 SDHAF3 SENP3 SEPTIN1 SERPINB7 SETD4 SLC14A1 SLC15A2 SLC4A2 SLC52A1 SNTG1 SPSB1 SREBF2 SRFBP1 SRSF5 SRSF6 ST13 STAP2 STAT6 SUGP2 SUMF2 SYCN SYTL4 TARS1 TBC1D4 TCEA3 TCN1 TMEM106B TMEM123 TMEM209 TMEM31 TMEM39B TNKS2 TOPBP1 TP53 TRAPPC14 TRIM16 TUBA3D TUT4 TYW5 UBA2 UBE4B VAX2 VMA21 VPS35L WBP11 WRNIP1 YJU2 ZBTB7B ZFP69 ZKSCAN1 ZMYM3 ZNF175 ZNF275 ZNF32 ZNF384 ZNF404 ZNF485 ZNF738 ZNF789 ZNF850 ZNF875 GSE27291_0H_VS_7D_STIM_GAMMADELTA_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27291_0H_VS_7D_STIM_GAMMADELTA_TCELL_DN ABCG1 ABHD3 ABHD5 ADAM10 ALCAM ANKRD11 ANKUB1 ARHGAP9 ARMC8 ARNT ASPA ATF3 ATP11C AXDND1 BHLHE40 BPTF BTG1 BTG2 C16orf54 CASTOR3P CCNI CD96 CDK17 CDKN1A CDKN2D CDKN3 CHADL CLIP4 CLK1 CLK4 COQ8A CPD CPO CR2 CREBBP CSNK1D CSRP2 CXXC5 CYP2R1 DENND1B DENND4C DGKA DOCK8 DOK2 DQX1 DUSP2 DUSP22 DUSP5 EFNA4 ENSG00000236829 ENSG00000272447 ERCC6L2-AS1 ESYT1 EVL FAM111A FAM161A FAM169A FAS FLJ20021 FOXJ2 FUT8-AS1 GAB3 GADD45B GFI1 GHDC GLRX H2AC15 HAL HAPSTR1 HCST HELZ HORMAD1 HSPA1A IFT122 IGSF8 ITGAL ITPR3 ITPRID2 ITSN2 JADE1 JUND KDM2B KHDC4 KIF23 KLRA1P KMT2C LCK LFNG LNX2 LOXL1-AS1 LTB LYST MAML1 MAPK13 MAX MEAF6 MEGF9 MELK MEX3C MIR4453HG MLKL MMD MRPL2 MXRA7 N4BP2L1 NAB2 NCR3 NF1 NOL4L NTNG2 OSBPL8 P4HA2 PARVG PHC2 PHF13 PHIP PHTF2 PIK3CA PIP4K2A PITRM1 PLEKHF2 PLEKHO1 PPIL4 PPM1D PTPN7 RAB30-DT RANBP9 RAP1B RASSF5 RBMX RHOH RHOQ RNF38 RNMT RPRML RPS6KA5 SCN9A SEMA4D SEPTIN11 SF3A2 SFMBT1 SGSM2 SHFL SIT1 SKI SLC12A6 SLC22A4 SLC25A25 SLC25A30 SLC26A6 SMAD3 SMCHD1 SP4 SSX2IP STXBP5 SYPL1 TAPBPL TARDBP TBC1D10C TENT5C TEX43 TFRC TLE4 TMC8 TMEM131L TNFRSF12A TOP2B TRAC TXNIP UPP1 USP20 USP9Y UTRN WDR26 WDR44 ZBTB11 ZBTB16 ZBTB17 ZBTB33 ZFAND6 ZMYM2 ZNF134 ZNF304 ZNF567 ZNF597 ZNF606 ZNF644 ZNF776 ZNF837 ZNRF2 GSE27291_0H_VS_7D_STIM_GAMMADELTA_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27291_0H_VS_7D_STIM_GAMMADELTA_TCELL_UP ABHD5 ALCAM ANKRD30B ANKS4B AP4B1 APOBEC4 AQP4-AS1 ARHGEF9 ARL1 ASB10 ATG14 ATG2B ATP1A2 BBX BCL6 BEND6 BMP2K BPIFB4 BTBD10 BTG3 BUB1 C3AR1 C7orf50 C8orf76 CACUL1 CBX5 CCDC90B CCDC91 CCR5 CD3D CHD9 CMTM2 COX7B2 CREB3L2 CUL4A CXCR4 DCAF1 DCBLD1 DCUN1D2 DDIT3 DDX17 DENND4A DHTKD1 DHX36 DNAJC1 DNAJC27 DNAJC6 DUSP22 E2F6 ELP6 ENSG00000268403 ERMN ESCO1 ETAA1 ETFDH FAM135A FAM13A-AS1 FBXO28 FBXW11 FDPSP2 FECH FIS1 FOSL2 GADD45A GAPVD1 GAS2 GDF2 GGTA1 GLI3 GMFG GMNN GNA13 GOLGA3 GOLGA4 GOLIM4 GON4L GPATCH8 GPNMB GPR37 H1-2 H4C8 HMGB3P1 HPGD ICA1L IER5 IL1RAPL1 IRAK2 KANSL3 KIZ KNL1 LASP1 LELP1 LEMD1-AS1 LINC00662 LINC01148 LOXL1-AS1 LRRC37BP1 LYSMD3 MAFF MAP7D3 MAPK13 MEPE MGAT5 MIA2 MIR22HG MLYCD MOGS MON2 MS4A8 MTMR11 MTMR9 NALF2 NCK1 NCOA2 NPL NRF1 OCLN OR5K1 OSBPL2 PBLD PERP PHB1P19 PIAS4 PITRM1-AS1 PLCB4 POLR1H PRRG2 PSME4 PWWP2A RAB21 RALGAPA2 RAPH1 RASGRP1 RASL12 RELN RER1 RGS1 RSC1A1 RXRA S100PBP SENP2 SF3B5 SHE SLC16A6 SLC22A4 SLC35B1 SLC35F5 SLC3A1 SLC6A12 SLC7A11 SMYD3 SPAG9 SPG7 SRRM2-AS1 STAG3L4 STK10 SUGT1P1 TBC1D12 TCEANC TCP10L TEDDM1 TERF2IP TNFRSF1A TOLLIP TRIP4 TRPC4 TRPV1 TTLL1 TULP4 UBA6 UBXN8 UNC50 USP38 USP7 VPS54 WDR91 WIPF1 WIPI1 XIAP ZBTB16 ZBTB43 ZDHHC8BP ZFYVE16 ZNF148 ZNF233 ZNF671 ZNF700 ZZEF1 GSE27291_6H_VS_7D_STIM_GAMMADELTA_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27291_6H_VS_7D_STIM_GAMMADELTA_TCELL_DN ABAT ACTL9 ADAL ADAMTS15 ADAR ADARB1 AGBL1 AGK AIPL1 APOBEC4 ARL1 ATP8A1 BCL6 BOC BTN3A1 C10orf55 C11orf54 C12orf60 C2 C5AR1 C6orf226 C8orf48 CADM1 CAPS2 CASP4LP CBX4 CCAR1 CCDC150 CCDC17 CCDC27 CCDC91 CCSER1 CEMIP2 CHD9 CIRBP CRHBP CRY2 CSN3 CTRL CTSO CXCR4 DCBLD1 DMPK DNAJC6 DNM3 DSE DUSP3 DVL3 ECSCR ENSG00000224715 ERCC8 ETFBKMT FAM110D FAM13A-AS1 FAM13B FBXO34 FBXW11 FCER2 FCGR2B FGFRL1 FIGN FLJ12825 FOXN3-AS2 FTH1 FYN GASK1B GGT1 GGTLC1 GOLIM4 GPNMB GPR107 GPR137B GSG1L H2BC4 H4C8 HAVCR1 HPGD HSD17B12 HSPA6 IGF1 ILKAP ITIH4 JAZF1-AS1 KANSL3 KCTD21 KLF6 KNL1 LDLRAD4 LIN7B LINC00189 LINC00528 MC3R MCTP1 MEPE MFN2 MIR3150BHG MKKS MMD MOCS2 MON2 MPEG1 MREG MRLN MTMR3 MTUS1 MYL10 MZB1 NCK1 NCOA2 NGLY1 NMU NPIPA1 NPIPB15 NPL NPY4R NTRK2 OCLN PABIR3 PAPPA PARS2 PBLD PCBP1-AS1 PCDH19 PCGF3 PDE4B PGD PKD1P1 PKD1P6 PLEKHO1 PLEKHS1 PPIF PRDM11 PRRG2 PTGER1 RAB3C RABEP2 RASAL3 RBBP6 RC3H2 RGL1 RGS1 RNF175 RNF4 RPE65 SARDH SDCBP2-AS1 SEC63 SENP2 SETD5 SGSM2 SH2D5 SKAP2 SLC17A5 SLC25A45 SLC27A1 SLC6A12 SLC7A11 SLC7A5 SLX4 SMURF2 SPATA31C2 SPG7 SRARP STK33 SUMO2 SYT9 TCF19 TCF4 TCP10L TFE3 TGOLN2 TMEM131L TMEM140 TNFRSF10B TREML4 TRIB1 TRIM33 TTLL13 TUBGCP4 UBTD2 UNC50 WDR45B YIPF6 ZBTB8A ZCCHC7 ZNF767P ZZEF1 GSE27291_6H_VS_7D_STIM_GAMMADELTA_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27291_6H_VS_7D_STIM_GAMMADELTA_TCELL_UP ABCF3 ADAM11 ADK AMIGO2 ANKRD16 ANKRD27 ANO6 ANXA2 ANXA4 APEH ARAF ARHGDIB ATP8B1-AS1 BCL2L10 BIN2 BLOC1S4 BLTP2 C11orf24 C1QBP C3orf62 CAPRIN1 CARHSP1 CATSPERD CCNDBP1 CCT4 CDKN2D CENPK CHTF8 COPS6 CORO6 COX10 CYP24A1 DDT DENND2A DLD DOK2 DVL1 EIF3I EIF4A1 EIF4H EML2 EMP3 ENTPD6 ERICH3 FRMPD3 GABRB3 GGA2 GGCT GLCE GLRX3 GLUD2 GON7 GPATCH3 GPR183 HCFC1R1 HEY1 HMGXB3 HPSE HSPA8 ICAM4 IK IL1R1 IL7R IPO4 IRF9 ITGAX ITGB7 KATNIP KBTBD4 KCTD18 KDM4C KLRC3 KRT40 LGALS1 LINC00347 LINC00842 LINC01530 LRFN3 LRRC45 LSM6 LTBP3 MCRS1 MED20 MED6 METTL27 METTL4 MOB4 MOG MPDU1 MPLKIP MRPL19 MRPL20-AS1 MRPL37 MRPL42 MSRA MVP MYC MYH2 NAALADL1 NAE1 NCBP1 NDUFS7 NMT2 NNT NOC2L NOP9 NR1H3 NRG4 NTS OXSR1 PDCD6IP PDCL2 PFKL PGM2 PIH1D1 PLGRKT PNRC2 POTEKP PPID PPP1CA PPP4C PRCP PRIM1 PROCR PSMB8 QSOX1 RABL3 RAN RASA3 RBM7 REG1B RETNLB RFC2 RFXANK RGS9BP RHOA RHOB RNF8 ROPN1L RSL1D1 S100A4 SAMD12 SCD5 SDHB SERPINB1 SERPING1 SGPP2 SHISA5 SLC19A1 SLC24A5 SLC25A20 SNAPC3 SNRPD1 SNRPE SNTG1 SRL SRSF5 SYNM TAAR5 TAGLN2 TARP TBCK TBRG4 TCP1 TENT5D TEX28 TGIF1 TM7SF2 TMEM106B TMEM123 TMEM141 TMEM19 TMEM209 TMEM239 TMEM59 TMEM68 TMX1 TRIM62 TRMT1 TRPV2 TTC6 TXLNGY UBE2D3 UMPS UNC13D UQCRH VBP1 VPS26B ZMYM6 ZNF267 ZNF277 ZNF578 ZNF692 ZNF736 ZNF92 GSE27434_WT_VS_DNMT1_KO_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27434_WT_VS_DNMT1_KO_TREG_DN ABRACL ACOD1 ACSL4 AK1 ANGPTL2 ANKRD28 ARIH1 ARIH2 ATF4 ATP13A3 ATP6AP1 ATP6V1H B4GALT3 BHLHE40 BIRC3 BTG2 BTG3 CASP4 CCL13 CCL7 CD14 CD83 CD86 CDKN1A CLCN4 CLEC4D CLEC4E COL1A2 COL5A2 COL6A1 CPE CPEB2 CRABP2 CRKL CSNK1A1 CSRP1 CTPS1 CXCL2 CXCL3 CXCL9 DDX3Y DDX5 DLD DNAAF10 DNAJA1 DNAJB6 DOC2B DSTN DUSP1 DUSP2 EEA1 EEIG1 EFNB2 EGR1 EGR2 EHD1 EI24 EIF5 EPC1 ERRFI1 ETF1 ETS2 FBLN2 FOS FRRS1 GADD45B GDPD3 GJA1 GMFG GPC4 GTF2E2 GTPBP4 HMGA2 HNRNPK HNRNPR HSP90AA1 HSPD1 ICAM1 ID1 IER2 IFRD1 IL10 IL1A IL1B IL1RL1 IL1RN IL4R ILF3 INHBA IRF1 IST1 JAK2 JUNB KCTD12 KDELR3 KRAS LCP2 LDAF1 LIN7C LPAR1 LRRC58 MADCAM1 MAP2K4 MAP3K8 MARCHF7 MARCKSL1 MCOLN2 MDM2 MFSD14A MIDN MMP13 MOB1B MRAS MTDH MYC MYL4 NCOA6 NDEL1 NFE2L2 NFKBIA NFKBIZ NMD3 NR4A1 NUPR1 PAG1 PDE8A PDGFA PELI1 PGM2 PHLDA1 PIK3CA PIM1 PLAUR PPIC PPP1CB PPP1R15A PPP3CA PRDM1 PRNP PROCR PTEN PTGS2 RAB18 RAB3IL1 RBM18 RELB RHOB RHOQ RIOK3 RREB1 SARAF SCAMP1 SELP SEPTIN2 SERPINB2 SERPINE1 SERPINH1 SERTAD1 SGK1 SLC20A1 SLC25A17 SLC30A4 SMAD6 SMARCA2 SMIM7 SOCS2 SOCS3 SPIN1 SQSTM1 SRGN SRSF11 SRY STK40 STT3B STX3 TANK TAX1BP1 TGIF1 TMC6 TNF TNFAIP2 TNFAIP8 TNFSF9 TOP1 TRA2B TXNRD1 UBE2D3 UBE2N UGCG UGDH UTP4 VCL WTAP XPOT YTHDC1 ZFP36 ZFP36L1 ZFP62 ZNF644 ZNF703 GSE27434_WT_VS_DNMT1_KO_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27434_WT_VS_DNMT1_KO_TREG_UP ABCC5 ACVRL1 ADAM28 ADPRM AKAP1 ALDOAP2 AMMECR1L ANAPC11 ANKZF1 ARHGAP45 ARL10 ATP5MG ATP6V0A2 ATP6V0E1 B3GALT4 BAK1 BCAT2 BMP10 C1QB CAPNS1 CASP9 CD99 CDC37 CDCA7L CDK4 CDT1 CEP89 CHORDC1 CIAO1 CLN6 CLTA COL13A1 COL4A4 COTL1 CRISP2 CSK CSNK1G2 CTSA CTSE CTSG CTSW CYBC1 DAD1 DAP DCTN3 DDX27 DDX39B DFFA DLGAP5 DYNLL1 ECH1 EFNA1 EIF3K ENO1 ERP29 ESRRA ETHE1 EYA4 FAF1 FASTK FES FGF12 FKBP8 FLCN FLT1 FRAT1 GLI1 GNAS GOLGA3 GRN GTF3C1 GUK1 HFE HIKESHI HRAS HSF1 IBSP ING4 INTS3 ISYNA1 JMJD8 JOSD2 KCNJ9 KCNK1 KRT6A LMAN2 LMF1 LRP10 LYPLA2 MAN2B1 MBD3 MBD4 MFNG MFSD5 MKNK2 MRPL44 MRPS12 MXD4 NAA38 NAXE NBR1 NCBP2AS2 NDUFS3 NELFE NME6 NR2C2AP NUBP1 OGDH PAFAH1B3 PAM PCK2 PDZK1 PKIG PLEKHO1 PNKP PPFIA4 PPIB PPP1R21 PRKACA PRKCD PRKCSH PROM1 PRPF31 PSMB6 PSMD3 PTCD2 PTOV1 RAB4A RAD1 RAD50 RBCK1 RBL1 RBM42 RCVRN REEP5 RERE RGL2 RING1 RNF26 RPL19 RPL28 RPL34 RPP25L RPS23 RPS5 RPS6KB2 RSRP1 SAMM50 SAP30 SART3 SCEL SCNM1 SDC3 SDHC SEC24C SEC61A1 SEC61B SELENOH SEMA4A SESN1 SH2D1B SHE SLC2A4 SLC35A1 SLC38A10 SLC39A3 SLC50A1 SLC6A13 SMDT1 SNRPB SPSB2 SRP9 STX18 SYNJ2BP SYT17 TCAP TFIP11 TLE5 TM7SF2 TMEM179B TMEM259 TMEM70 TPI1 TRAPPC14 TXNIP TYMP UBALD2 UBE4B UQCRC1 USP29 USP5 VIPR2 XRCC1 XRN1 YIF1A YIPF3 ZFYVE19 ZNF276 ZNF574 ZNF808 GSE27670_BLIMP1_VS_LMP1_TRANSDUCED_GC_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27670_BLIMP1_VS_LMP1_TRANSDUCED_GC_BCELL_DN ABCB9 ABHD8 ABI1 ACAA2 ANKFY1 AP1B1 ARF3 ARHGAP9 ARMC1 ASS1 ATXN7L3B BCKDHB BCL7C BHMT2 BNC1 BSG C4orf48 CAPN2 CAPZA1 CCDC93 CCNB2 CCT2 CD37 CD6 CD83 CDC6 CERS2 CINP CLIP4 CLN8 CLTB CNN2 COL18A1 COL4A5 COPZ2 COQ9 CRKL CSNK1E CTF1 CUL2 CX3CL1 CYP7B1 CYRIB DCK DCTN5 DIP2B DNAI4 DNAJC13 ELOVL6 EMC2 EMG1 EPB41L4B EPHB6 ERH ETNK1 EVL EXOSC10 FAM216A FASTKD5 FERMT3 FH FLOT2 FOXO3 FPGS G3BP2 GABPA GALNT10 GLRB GPAM HDAC7 HDLBP HEY1 HGSNAT HIC1 HOXA2 IDH3G INPP5A IRGM IRS2 KPNA6 KRR1 LCK LIG1 LIMA1 LMNB1 LPAR1 LY75 MAN2A1 MAP3K11 MAPK1 MEF2D MITF MLF2 MPHOSPH9 MPP1 MR1 MRPS31 MTHFR NCBP1 NCOA6 NDRG3 NDST1 NELFCD NNT NPM3 NPNT NR4A1 NR6A1 NSD1 NSMCE4A NUMA1 OGA ORMDL1 P2RX6 PAM16 PBX2 PBX3 PCCB PDIA5 PDK3 PHC2 PHKA1 PKNOX1 PKP4 PLEKHA7 POLDIP2 POLG PPIH PRKCD PSAT1 PSMD3 PTCD2 PTP4A3 PUM2 RAB4A RAD51 RAG2 RASA1 RCAN3 REX1BD REXO2 RGCC RHOQ RNASET2 RNF145 RPUSD4 RRAS RXYLT1 SCMH1 SCN1A SDC1 SDHD SEC62 SELENOF SFXN1 SFXN2 SIN3B SKIC8 SLC12A4 SLC1A5 SLC25A36 SLC39A7 SLC39A8 SLC44A2 SLC4A4 SMARCD1 SMC3 SMIM14 SNX2 SNX6 SOX5 SRGAP2 SRP68 ST8SIA1 STRADA STX6 SUB1 TGFBR1 TOLLIP TPGS2 TRDMT1 TRIM21 TSPAN12 TSPAN9 TUBGCP3 TXNDC17 UBE2H VPS29 WASHC3 WDHD1 WDR81 WDR82 WLS XPOT XPR1 ZC3H14 ZNF106 ZNF282 ZNF503 GSE27670_BLIMP1_VS_LMP1_TRANSDUCED_GC_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27670_BLIMP1_VS_LMP1_TRANSDUCED_GC_BCELL_UP ABCC5 ABR ACP2 ACP5 ACSS1 ADCY7 ADGRG3 ADISSP AP1G2 APOC1 APOC2 APOC4 APRT ARF3 ATG7 ATP1B1 AXL BATF BATF3 BCL2L10 BEX4 BLNK BMP15 BOLA2 C16orf74 C2 C9 CCL2 CD48 CD79B CDR2 CERK CERS2 CHRND CLEC4D CMA1 COL11A2 COL6A3 COPRS CORO1B COTL1 COX7A1 CPNE6 CSF1R CSF3R CTSH CXADR CYBB CYBC1 DCPS DDOST DNMT3A DRD3 EDEM2 EDN1 EEPD1 EGR2 EIF4A1 ELP5 ENPP1 ERBB3 ETFB F8A1 FAM89B FBXW4 FCGR1A FES FLT3 FNBP1 FOXD4L1 GBA1 GLI1 GMIP GNA12 GNS GP9 GPRASP1 GRN GRPR GSTK1 GSTM3 GSTO1 GUCA1A GUSB HAS3 HASPIN HBEGF HCK HCLS1 HLX HMBOX1 HMGCL HPCAL1 HPN HYOU1 ICAM5 IDH2 IFI27L2 IFITM10 IGSF8 IRF5 ITGB2 ITGB5 ITSN1 KCNH1 KCNQ2 KLC2 KRT71 LAPTM5 LECT2 LIPA LY86 LY9 MAGEB4 MATN1 MEP1B MPEG1 MSH6 MTHFR MYO1F NAA40 NAGLU NCKAP1L NMUR1 NNT NR1H2 NRP1 NUDT9 PAPOLB PCK2 PDE4DIP PHF23 PIK3CD PIP4K2A PITPNA PLAUR PLBD1 PLCG2 PLD2 PLD4 PLEKHO1 PLOD3 PML PNMT POR POU2F2 POU3F1 PPFIA4 PPP1R21 PRKCG PSAP PVALB RAB3B RAB3IL1 RAI1 RASA4 RGL1 RNF26 RPS6KA4 RXRA SCARB1 SETD3 SETDB1 SHISA5 SIAH2 SIRPA SIRT2 SKA2 SLC27A4 SLC34A1 SLC3A2 SLC52A2 SLC7A7 SRPK3 SRPX SSR2 ST6GALNAC2 ST6GALNAC4 STAB1 STARD3 STX2 STXBP2 TBX6 TEN1 TENT5C TEP1 TFEB TLR6 TLR7 TMED3 TOM1 TPRA1 TSC2 TSPAN4 TUB TYROBP USP2 ZBTB7B ZNF518B ZNFX1 GSE27670_CTRL_VS_BLIMP1_TRANSDUCED_GC_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27670_CTRL_VS_BLIMP1_TRANSDUCED_GC_BCELL_DN ADGRG1 ADSS2 ALCAM AMOT AMOTL2 ANK3 ARMCX2 ATP2A2 BAIAP2L1 BIRC2 BMPR1A BMPR2 BOK BPGM BRCA1 BSDC1 CA14 CAPRIN2 CASP12 CASP4 CBX6 CCN1 CD200 CDC42EP4 CDIP1 CDKL2 CDV3 CFAP418 CFL2 CHGB CHIC1 CHPF CISH CLIP4 COL5A2 COMMD9 CPE CPEB1 CPT1A CTBP2 CTF1 CTPS1 CX3CL1 CXCL2 CYB561 CYP1B1 CYP7B1 DAZAP1 DEFB4A DLD DLL1 DNAJB4 DSG2 EFNB2 EHHADH ELOVL6 ENPEP EPB41L4B EPCAM EPRS1 EPS8 ERRFI1 ETFBKMT ETNK1 F11R FAM171A1 FAM83H FBXO15 FDX1 FGG FOXN1 FZD4 GCLM GEM GGPS1 GHR GIPC2 GJA1 GJA10 GJA4 GLRB GNA11 GNAI1 GOLIM4 HDLBP HGSNAT HLA-DMA HOXA1 HOXB4 HSP90AA1 HSP90AB1 HSPA8 IFIT1B IL1R1 IMPACT INHBB IRGM IRS2 ITGA3 KPNA1 LAMB1 LIMA1 LIMCH1 LIPC LMO4 LMO7 LPAR1 LPP LY75 MAP2K3 MAP7 MED10 MFSD4A MLLT11 MMP9 MRPL39 MSC MT1E MYO1B MYO1D MYO6 NAV2 NCKAP1 NDUFA5 NFKBIZ NPNT NR6A1 NUDT19 PACS1 PAWR PBX1 PDK3 PEG3 PENK PKHD1 PLEKHA5 PLEKHA7 PMS2 PPIC PPIH RCBTB1 RCN1 RETREG1 RPA2 RRAS RSRP1 RYR3 SC5D SCIN SCMH1 SDC1 SDHAF2 SERPINB4 SERPINB5 SERPINB9 SIX1 SIX2 SKIC8 SLC1A4 SLC44A1 SLC4A4 SLC6A8 SLCO5A1 SMIM11 SOD2 SPARC SPTBN1 SQLE ST3GAL6 STC2 SUB1 SYNJ2 TGFB3 THBS2 THRA TIMM9 TIMP3 TINAGL1 TMEM62 TMPRSS2 TOM1L1 TOMM20 TP53INP2 TP63 TPST1 TRAF3IP2 TRDMT1 TSC22D1 TUG1 TWF1 TWSG1 TXNDC17 TXNIP USP15 VLDLR WASHC3 WLS WWC1 ZNF106 ZWINT GSE27670_CTRL_VS_BLIMP1_TRANSDUCED_GC_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27670_CTRL_VS_BLIMP1_TRANSDUCED_GC_BCELL_UP ABCC8 ADCY8 ADH1C ADPRM AKR1C4 ALDOB ALOX12B ANGPT2 ANKH ANKRD1 ANTXR2 ANXA3 APOD APP ARFGAP3 ARHGEF28 ARMC10 ATF6 ATOX1 B4GALNT2 BLNK BMX BOLA2 C19orf48P C9orf72 CA8 CADPS CALCB CASP4 CCL1 CCND1 CD5L CDKN2B CDR2 CES1 CFTR CHMP5 CLCN1 CLEC4F CLN3 CMTM3 CNN1 COL14A1 COL17A1 COL6A3 COPRS CR2 CRHR1 CRYAA CSF2 CTSA CTSB CTSH CXCL13 CYP11A1 CYSTM1 DPP7 DTX2 EEIG1 EIF4A1 ELF3 ELF5 EN1 F2 FAAH FABP9 FBP1 FBXO15 FCER2 FEZF2 FHDC1 FOXA1 GDF10 GJB6 GNB4 GSTO1 GSTT1 GUSB HBE1 HCK HERPUD1 HSD17B2 IAPP IGFBP6 IL12A IL18R1 INSM1 ITIH4 KHDC1L KLRG1 KRT1 KRT10 KRT13 KRT84 KRT86 LBP LCT LDLR LECT2 LRP1 LTK LY6H MADCAM1 MAL MBD6 MED10 MELTF MFSD1 MMP12 MRPL11 MRPS21 MST1R MT4 MTNR1A MXD1 MYO5B NDRG4 NDUFA13 NDUFB11 NEFH NFKBIB NMB NPY OCA2 OCM2 PDGFRB PDZK1IP1 PER1 PIGR PKDCC PLA2G4A PLD1 PLG PLK2 PNLIPRP1 POU2F3 PRKAR1B PRKCSH PROM1 PRPF38B PRPH PSME2 PTDSS1 PTHLH PTX3 REEP1 RESP18 RFK RLN1 RTN4 RXRA S100A8 SCG5 SEMA4F SERPINB1 SERPINB2 SEZ6 SGCG SGK1 SLC11A1 SLC12A3 SLC1A2 SLC22A1 SLC38A4 SLC51A SLC52A2 SLC5A1 SMOC1 SOCS2 SPARCL1 SPDEF SPRR2A SPTBN2 SPTLC2 ST3GAL5 STAT5A SUCLA2 SUN2 SYT8 SYTL4 TACSTD2 TEKT2 TENT5C TFAP2B TMEM43 TMEM50B TMEM62 TNFRSF17 TNFRSF4 TNFRSF9 TNNI1 TRABD TRAF1 TRO TSHB TSPAN6 VMP1 WNT10B ZNF787 ZP2 GSE27670_CTRL_VS_LMP1_TRANSDUCED_GC_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27670_CTRL_VS_LMP1_TRANSDUCED_GC_BCELL_DN ABCC9 ABL1 ACOT2 ACOX1 ACP2 ACYP2 ADCY3 ADGRE1 ADGRG3 ALAS1 AMACR AMY2A ANK1 APOE ARHGAP39 ARHGEF3 ATP13A2 ATP6AP1 C11orf54 C16orf74 C1QC C2 C3 CACHD1 CBR1 CCDC93 CD300C CD4 CD5L CDK16 CERK CIB2 CLCA1 CLEC4D CLPX CMA1 CMBL COL11A2 COL6A1 COL6A3 CPOX CRIP2 CRP CRYL1 CSF3R CTNNAL1 CTSB CTSF CTSV CTTN DEDD DHRS3 DLL1 DPH5 DSP ECHS1 ECI2 ENTPD6 EPHA4 EPHX1 EPN1 ERBB3 ERCC1 ETFBKMT ETHE1 FABP4 FBXO15 FBXW4 FICD FKBP7 FKBP9 FLCN FOXO3 GAB1 GATA2 GBF1 GDF15 GGCX GSTM3 HADH HDLBP HES1 HGSNAT HMBOX1 HMGCS2 HMOX1 HOXC6 HPCAL1 HS1BP3 IFI27 IFT81 IL10 INPP4A ITGB5 KANSL2 KCNJ4 KDM3A LAMC1 LGMN LMO7 LPIN1 LPP LPP-AS2 LRP1 LRP6 LRPPRC MAFB MAP1B MBD6 MCAM MED22 MEIS1 MPP1 MR1 MRAP MTHFR MYC MYOZ1 NAA80 NAV2 NNT NPPA NR1H2 NRP1 NTPCR OSBPL5 P2RX4 PARP2 PCSK7 PDE4DIP PDGFRB PEX5 PHPT1 PLD1 PLD3 PLPP3 PLTP PLXNB2 POU2F2 PXK RAB34 RAB3IL1 RAC2 RALGDS RBX1 RETREG2 RGL1 RHD RHOB RING1 RIT2 RTL6 SEC61A2 SEPTIN9 SERAC1 SERPINB6 SFXN2 SHROOM3 SIRPA SKI SLC11A1 SLC22A17 SLC25A36 SLC7A7 SNAP91 SNTA1 SNX9 SPARCL1 SPATS2 SPIC SPNS1 ST6GALNAC2 ST6GALNAC6 STK11IP SURF2 SYNGR1 SYT3 TBC1D24 TBXAS1 TEKT2 TEX2 TFCP2 TFRC THRA TIMP3 TLR6 TLR7 TNS2 TPMT TPRA1 TRAPPC10 TSPAN4 TWIST2 UNC93B1 USP2 XDH XPOT ZFP90 ZNF22 ZXDB GSE27670_CTRL_VS_LMP1_TRANSDUCED_GC_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27670_CTRL_VS_LMP1_TRANSDUCED_GC_BCELL_UP ADAM19 ADAM23 ADAM8 ALPL ANPEP AP1G1 AP1G2 APIP APOF APOH ARFGAP3 ARPC5 ASAP1 ASF1B ATP5MC2 ATP5MK AURKB BATF3 BCL2A1 BEX1 BIRC2 BMP2K BRCA1 BTF3 BTG2 CACNB3 CASP4 CCDC96 CCND1 CCR2 CD9 CDC25C CDK1 CDK14 CDKN1A CDKN2B CHRND CIAO2B CIAPIN1 CKS2 CLDN1 CMTR1 COX8A CREB1 CRYBG1 CSTF3 CTBP2 DDX27 DNAJC2 DNAJC5 DRG1 DUSP9 EMP3 ENO3 ERO1B ERRFI1 ESYT1 F11R FCRLA FGFR3 FH FKBP1B FLG FOXD4L1 GCLC GFPT2 GLOD4 GNB4 GNRHR GPD2 GPR132 GRIN2C GYS1 H2BC18 HCN3 HES5 HGD HINT1 HLA-DMA HLA-DMB HLA-DRB1 HNRNPH2 HOXA7 HSPA8 IL15RA IL4I1 IMPA2 IRF4 IRF5 IRF8 ISLR KCTD10 KCTD20 KDR KLRD1 LIMD1 LIPC LSR MMP12 MRPL39 MRPS24 MTHFD2 MX2 MXD1 MYBL2 MYCL NAPSA NDRG4 NEDD4L NEK6 NFKB2 NFKBIB NMI NSA2 NUP62 OLFM1 OLR1 PADI1 PARP8 PBX1 PCDHA10 PDIA5 PLEKHA5 PLEKHO1 PLK2 PML PNKD PNLIPRP1 POLB PPIH PPP2R1A PRIM2 PRKD3 PRR5 PSMA6 PSME1 PTGDR PTGS2 PTMS PYGO2 RAD51D RAD54L RBBP7 RBM14 RBM8A RPA2 RPL10 RPL30 RPL39 RPP30 RTN1 RYR1 S100A4 SARNP SEC11C SELENOW SELPLG SEM1 SEMA4A SEMA5B SEMA7A SEPSECS SLC22A5 SLC2A2 SLC2A4 SMAD7 SMARCD1 SMTN SMYD1 SNORC SPP1 SPR SRSF7 STX2 SUB1 SULT4A1 SWI5 TBPL1 TIMELESS TM4SF5 TMEM50B TNF TNFRSF11B TNFRSF4 TOP2A TOR1AIP2 TOX4 TPST1 TRIP13 TSPAN33 TWF2 TXNDC17 UBAC2 USP18 WARS1 WNT11 XCR1 ZIC1 ZNF277 ZNFX1 GSE2770_IL12_ACT_VS_ACT_CD4_TCELL_2H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_IL12_ACT_VS_ACT_CD4_TCELL_2H_DN ABCC1 ADAM17 ALCAM AMPD3 ANAPC7 ANKRD12 APBA3 AREL1 ARFGAP3 ATP13A3-DT ATP6V0E1 ATP6V1B2 ATP6V1C1 BANP BSDC1 BTBD7 BTG3 C1orf122 C3 CALU CAMSAP2 CCR5 CCRL2 CD40 CD58 CD82 CEMIP2 CES1 CFLAR CHMP2B CLTC CREG1 CRIM1 CRNKL1 CTNND1 CTNS CTSB CYP51A1 DAB2 DERL2 DGKH DNAJA1 DNAJB6 DYDC2 DYNC1H1 DYNLL1 EML4 EREG EYA3 FADD FADS3 FAF2 FEN1 FGGY GABARAPL2 GON4L GPATCH3 GSR GSTO1 GTF2A1 H2AC16 H2BC3 HEG1 HIVEP2 HK2 HPD HSPA8 IGF2R IL1A IL1B INO80C IPO9 ITGA5 ITGB1 ITGB3 ITGB8 ITPRIPL2 JAKMIP2 JPT2 KANSL3 KBTBD4 KCNN4 KIF1B KMO KYNU LGMN LINC01936 LMAN2L MAMLD1 MDC1 MED13 MED31 MGLL MIR3142HG MLLT6 MOB3C MREG MRPS31 MSC MSMO1 MTCH2 MTG2 MYO1B NEU1 NFAT5 NFE2L2 NMRAL2P NMT2 NPC1 OSBPL11 PAFAH1B1 PDCD6IP PDGFA PDXK PHF13 PIK3R5 PIM3 PJA1 PLEKHB2 PLPP5 PNPLA1 PPP1R10 PPP4C PRPS1L1 PSEN1 PSMA3 PSMC1 PSMC4 PSMD1 PSMD11 PTGR1 PTPN12 RAB1A RAB3GAP1 RAB7A RAD54L2 RBM23 RGL2 RNF13 RNF185 SC5D SERAC1 SERPINB8 SFT2D2 SIRPA SLC1A3 SLC38A7 SLC41A2 SLC5A3 SLC9B2 SOWAHC SPINK1 SQLE SQOR ST3GAL2 STARD3NL STK17A STX3 SWT1 TANK TDP2 TM2D2 TMCO3 TMEM138 TMEM199 TMEM214 TMEM51 TOP1 TPRA1 TRAF3 TRIM21 TRIO TSC22D1 TSG101 TUBB4B TUBB6 TUBD1 TWSG1 TXLNA UBE2A UBL5 USP9X UXS1 VPS33A WSB2 YAE1 YIPF6 YRDC ZBTB6 ZC3H12C ZER1 ZFP3 ZFYVE1 ZMIZ1-AS1 ZNF200 ZNF274 ZNF557 ZNF691 ZNFX1 ZSCAN32 GSE2770_IL12_ACT_VS_ACT_CD4_TCELL_2H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_IL12_ACT_VS_ACT_CD4_TCELL_2H_UP ABHD14A ACCS ACVR1B ADD2 ADM ADNP AHRR ALOX5AP ARAP3 ARHGAP27 ARHGEF3 ARID2 ARL5B ASAH1 ATP8B4 ATP9B ATXN7 B3GNT2 BCAT1 BCL2A1 BHMT2 BLOC1S1 BNIP3L BRI3 BST1 BTG3 C10orf55 C12orf54 C3orf52 CAB39L CALHM3 CARD6 CCDC50 CCL20 CCL7 CERT1 CHMP5 CLEC4E CLEC5A CNEP1R1 CPM CXCL8 D2HGDH DAB2 DBIL5P DCAF12 DCBLD1 DDX60L DEPDC1B DGKH DIAPH1 DNAL4 EAF2 ELOVL6 ERC2-IT1 EREG EVI2A FBXL5 FCGR1A FHIP1B FKBP15 FTHL17 FYN GLIS3 GOLGA8IP GPR68 GSTO1 HAS1 HBBP1 HCAR3 HDDC3 HM13 HSPBAP1 HTRA1 IFI27L1 IGLV1-44 IL16 IL24 IL6-AS1 IL6ST-DT ING2 IRAK1 IRS2 JAKMIP2 KCNK5 KLK13 KREMEN1 LAT2 LEPROT LGALS8 LGMN LIMS1 LINC00922 LINC01426 LINC02210 LINC02877 LPCAT1 LRRC8D LTB4R LTBP1 LYSET MARCO MCHR1 MCTP1 MET METTL9 MFAP3 MROH6 MS4A15 MYL12A NDRG1 NDST1 NFE2L2 NPC1 NSF NSMAF NTSR1 NXT2 OR3A2 OR5L2 PDCD6IP PDPN PHC2 PID1 PINK1 PJA1 PLAUR PLSCR2 PNP PNPLA7 PNPLA8 PPBP PPIF PPP1R2 PRLR PROCR RALA RASAL3 RBFOX1 RET RGL4 RGP1 RHBDF1 RP1 RRAGD RTN4RL2 RUNX3 RXFP3 SAT2 SH3BGRL SH3BP5 SH3GLB1 SIRPB2 SLC11A1 SLC22A15 SLC2A3 SLC31A2 SLK SLTM SMC1B SNX9 SPATS2 SPTLC2 SRGAP3 ST20 STX1A STX3 STX6 TAF8 TCF7L2 TCL6 TINF2 TLR6 TMEM38B TMLHE TMPO TNRC6B TRIM13 TRIO TRPS1 TSC22D1 TXLNB UBE2E3 UNC50 USF3 VAV3 VPS37A YIPF6 ZBED6 ZFAND6 ZNF16 ZNF230 ZNF652 GSE2770_IL12_ACT_VS_ACT_CD4_TCELL_48H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_IL12_ACT_VS_ACT_CD4_TCELL_48H_DN ADAMTS6 ADNP2 ANAPC11 AP1B1 ARMH3 ATP10D BATF BRAT1 BRD9 BRIP1 C16orf87 C18orf54 CAB39L CARMIL3 CBX2 CBX7 CCT2 CD79A CDCA3 CDK2 CEP250 CHCHD10 CLUAP1 CMTM3 CNOT9 COPG2 COPRS CORO1A CROCC CRTC2 CRYBG2 CS CTSH DCAKD DDX47 DFFA DHX37 DIAPH2 DMXL2 DNAJC17 DTYMK DUS2 DYRK1A EGR3 EHBP1L1 EPOP ESCO2 EZR FASTKD3 FAU FBXO10 FCHSD2 FHIP1A FHIP1B FLT3 FMR1 FRMD5 FUBP3 GALNT12 GGT7 GMEB1 GMNN GRB2 HAUS2 HIC1 HNRNPA2B1 ICE2 IGF2BP3 IL2RB IPO5 IQCE IRF5 ITPA ITPR3 KCNS1 KCTD20 KDM1A KIF22 KLHL14 KNL1 KPNA4 KRAS KTN1 LITAF LSM2 MAP2 MAPK11 MAX MDC1 MED11 MGA MIDN MIF MRGBP MSL3 MTBP MTMR3 MTPN MUTYH MYCBP2 MZT1 NAA50 NAAA NACC1 NCKIPSD NDUFAF5 NEIL1 NFATC2IP NHERF4 NPM1 NSUN5 NUF2 NUP54 OR4C3 ORMDL1 OSGIN2 PARP3 PCLAF PCM1 PCTP PDHX PDIK1L PHF2 PIF1 PKIB PLCB3 PLEKHO2 POGK POLR1B POLR1F POLR3B PPIE PPP1R21 PPP3CB PRDM16 PRMT5 PTEN PVT1 QSER1 RABEP1 RANBP17 RAPGEF1 RBL1 RETREG3 RFX2 RFX7 RGS12 RGS19 RHEBL1 RIPK2 RNF41 RPGR RPGRIP1 RPS6KA3 RRAS2 SAMD11 SDE2 SEC22C SETX SGSH SIAH1 SLC25A37 SLC29A1 SLC4A8 SMARCC1 SNRPD1 SPRING1 SRBD1 SS18 ST13 STAG1 STIL TAF4 TBC1D10C TMEM216 TMX4 TOP2B TPK1 TRIM59 TSN TTC21B TTC39B TUBGCP6 TUSC3 ULBP1 UNC119B URB2 USB1 VHL VPS33A VSNL1 ZBTB43 ZCCHC2 ZMIZ1 ZNF395 ZNF48 ZNF507 ZNF579 GSE2770_IL12_ACT_VS_ACT_CD4_TCELL_48H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_IL12_ACT_VS_ACT_CD4_TCELL_48H_UP ABHD17B ACBD5 ACER3 ADAMTSL4 ADIPOR1 AHCYL2 AKR1B15 ALG1 ALG14 ALPK2 APPL1 ARHGAP1 ARSG ATF6B ATG9A ATP6AP1 ATP6AP2 ATP6V0A2 ATPSCKMT AUP1 B3GALT5 BPGM BSCL2 C8orf34 CACNA1E CACNB3 CACNG6 CANX CCDC146 CCDC71L CDC123 CHD2 CITED2 CNNM2 CORO2B COX17 CRBN CSAD CTBS CTNNA1 DCTN6 DGKD DNAJC1 DPH3 DUSP12 DYM DYRK3 EAF2 ECSCR EDF1 EEF1D EFNA2 EHBP1 ENTPD4 ETV3 EXOC6B EYA3 FBXO17 FBXO38 FKBP1B FKBP2 FLOT1 GBP4 GNL3 GOLGA2 GOLGA3 GOLGA5 GOSR2 GPR108 GSDMD GSTM3 HADHB HAX1 HBS1L HERPUD1 HGSNAT HMOX2 HSD17B11 HSP90B1 HSPB6 IER2 IGLC7 IL13RA1 IL6R IMPDH1 KHK KIF5C KLHL25 KREMEN1 LAMB2 LDLRAP1 LMAN2 LZTFL1 MAB21L3 MAP3K7 MAPKAPK5 MARK3 MFSD6L MGAT1 MGAT4A MIA2 MLX MMGT1 MOSPD3 MRPS28 MTAP NAT9 NDUFB6 NFIC NHERF2 NPC1 NUDT17 P2RY14 P3H1 PABIR1 PELO PGRMC1 POGLUT2 POLR3D PON2 PPT2 PRDX6 PRELID1 PRICKLE3 PROCR PRPF39 PSMB4 PTPRE PXN RAB2A RAB33B RAPH1 RASA3 RASA4 RBIS RCHY1 RDH10 RECK RIOK3 RIPOR1 RIPPLY3 RNF123 RNF181 RNF5 RPL36A RTN3 S1PR4 SAMHD1 SARS1 SAYSD1 SERPINB8 SEZ6L SHISA5 SIGMAR1 SIPA1L3 SLC16A10 SLC1A4 SLC22A23 SLC35C1 SLC35C2 SLC39A4 SLC50A1 SLC7A11 SLCO4A1 SND1 SNUPN SPO11 SPOP SPSB1 SS18L2 STK38L STUB1 SYS1 TAPBPL TAX1BP1 TBL2 TBRG1 THAP7 TIMM21 TM9SF2 TMED9 TMEM184B TMEM50A TMX1 TNFRSF4 UBALD2 UBE2E3 UBE4A UBXN8 UGGT1 UVSSA UXS1 VAMP4 VTI1A WBP1 XKR8 ZDHHC12 ZNF260 ZNF652 ZSCAN25 GSE2770_IL12_ACT_VS_ACT_CD4_TCELL_6H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_IL12_ACT_VS_ACT_CD4_TCELL_6H_DN ABCC6 ADGRG6 AK7 AMOTL2 ANKRD20A11P ANXA13 AQP3 ARID4B ARID5B ARSF ASB3 ASF1A ATP6V1FNB B3GLCT BCL10 BEX4 BPTF C14orf132 CASD1 CCDC168 CCR9 CCSAP CD3G CD6 CDKN2AIPNL CENPO CEP120 CEP78 CGN CHEK1 CNPY4 COA1 COL9A2 COL9A3 CRISP1 CXCL12 CXCL2 CYP3A7 DCLRE1B DPP6 DTX3 DTX3L DYNLT5 DYRK1A EIF1AD ELSPBP1 EPB41 ETV6 FAM111A FAM124A FAM217B FANCF FBF1 FRG2EP FSTL1 FTSJ1 G6PC2 GBP6 GCH1 GID8 GOLGA7 GPC2 GPR137B GPR52 GPRASP1 GRB7 H2AZ2 HACD3 HAUS3 HMGN2 HNRNPH1 HNRNPK HOMER1 IBA57 IL2RG IPO13 KASH5 KIDINS220 KLHL42 KMT2E KRT38 LAMA3 LBX2-AS1 LINC00997 LPP-AS2 LRIG2 LUC7L LUC7L2 LYPD6 LYSMD1 LZTS1 MAF MAGEC2 MAU2 MBNL3 MED19 MFSD6 MIR4453HG MMP12 MORF4L1 MPHOSPH8 MPP7 MRTFB MSI2 MTMR11 MUC4 N4BP2 NFYB NRAV NRROS NUDT21 NUP43 NUP62CL OLFML3 PAK3 PARG PAX8-AS1 PCNA PECAM1 PGBD1 PHC3 PHF21B PLEKHF2 PLGRKT PLK4 PLPPR5-AS1 POLR1D PRICKLE2 PRKCH PSMA3-AS1 PTAFR PTBP2 RHOH RHOU RIC8B RMI1 SCCPDH SELENOW SEMA3G SERINC5 SFR1 SHPRH SLC14A2 SLC25A14 SLC26A9 SLC35E2B SLC44A5 SLCO1C1 SMURF2 SNORD8 SNORD89 SNX31 SOCS6 SPAG16 SPC24 SPRED1 SRF SRPK2 SS18L1 STAG1 STAT1 STN1 SUMO2 SYT14 TAPT1-AS1 TCF12 TDRD10 TEK TMEFF1 TMEM123 TMEM128 TMEM131 TPH2 TRIM37 TRMT5 TXLNGY UBXN6 USP32 VASH2 VEGFD WDR43 WRNIP1 XIAP XIRP1 YES1 ZBTB24 ZEB1 ZFP36L2 ZNF224 ZNF468 ZNF550 ZNF852 GSE2770_IL12_ACT_VS_ACT_CD4_TCELL_6H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_IL12_ACT_VS_ACT_CD4_TCELL_6H_UP ACER3 ACTA1 AHRR ANAPC11 ARAP1 ARF1 ATG2A ATN1 ATP6V0D1 ATP6V1H BAG1 BDH1 C1orf131 CCDC57 CCNDBP1 CDH17 CDKN1A CELA2B CFAP73 CKS2 CLPP CLPTM1L COG5 COPS5 CORO1A COX5A CSK CSNK2A1 CYB5A CYC1 DDB1 DMWD DNAJC19 DUSP10 DUSP4 EBAG9 EHD1 EIF4H ELAVL1 ELF4 ENC1 ENO3 ESS2 FARSB FASN FCGR2B FYTTD1 GABARAPL2 GEMIN7 GFUS GHITM GOLGA8A GPC1 GSN GTF2F1 GTSF1 GUCD1 H4C2 HEBP1 HERC2 HGF HK1 INSR INTS1 IRF4 JRK KCMF1 KCNF1 KCNH5 KCNN4 KIF5B KLHL22 LINC00865 LMO4 LRPAP1 LSM7 MARCHF1 MCM6 MCM7 MESD MIF-AS1 MIS18BP1 MON1A MPZL1 MROH1 MRPL16 MRPL55 NAA60 NDFIP2 NDUFA2 NDUFS1 NDUFS2 NDUFS6 NIT2 NKX1-1 NMUR1 NOC4L OMG PAGE5 PAM16 PARP15 PHOX2A PIN4 PIR PKMYT1 PMS2P2 PPP1R14B PRMT2 PRPF19 PRR14 PSMA3 PSMA5 PSMD13 PSME2 PSMG3 PTCD1 PTPRE PWP1 RASGRP2 RBFOX2 RCN3 REPIN1 RFT1 RGCC RGL2 RGS1 RHBDD2 RMND5B RNASEH2C RNASET2 RNF126P1 RPL17 RPL22 RPL8 RPP25L RPPH1 RPS12 RRP15 RUVBL1 SEC11C SELENOS SERPINB1 SFT2D1 SIGLEC6 SLC16A7 SLC2A6 SLC38A5 SMARCA4 SNHG1 SNX18 SPACA6 SQOR SRR SRRM2 SSNA1 STK38 STRADB SUN1 SURF4 SUV39H1 TARS2 TATDN3 TBC1D9B TEDC2 TES TIMM10 TMED1 TMEM14C TMEM192 TMEM59 TMEM8B TMUB2 TNFRSF11A TRAPPC8 TWF1 UBE2C UBE2G2 UBE2Z UCK2 UPB1 USP15 UTP6 VAMP3 VPS4A WDR55 XPOT YIF1A YY1AP1 ZDHHC14 ZDHHC17 ZEB2 ZFYVE27 ZNF114 ZNF321P ZNF407-AS1 ZNF777 GSE2770_IL12_AND_TGFB_ACT_VS_ACT_CD4_TCELL_2H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_IL12_AND_TGFB_ACT_VS_ACT_CD4_TCELL_2H_DN ABHD14B ACBD6 ACSF2 AKAP8 AKT1 ALAD ALDH3B1 AMT AMZ2 ANAPC15 APBB3 ARHGAP15 ARMH1 ASB13 ASGR1 ASGR2 ATP5IF1 ATP5ME BABAM1 BACE1 BAZ2A BIN2 C11orf21 C6orf58 CAMK2G CAPNS1 CCDC6 CCDC88C CD37 CDK5 CDK5RAP1 CDK6 CELF6 CHN2 CHRAC1 CIDEB CINP CLEC11A COQ8A CRISPLD2 CRYL1 DAP DCTN3 DDAH2 DENND1C DHPS DIS3L DNMT3A EIF2D ELAC2 ELANE ELF1 ELMO1 ENDOD1 EPB41 EPRS1 ERICH1 ESCO2 ESYT1 ETFB EXOSC5 EZR F5 FAF1 FAM216A FAM228B FBXL17 GARS1-DT GMDS GPBAR1 GPD1L GPR160 GSDMD GSE1 HLA-DRB6 HNRNPA3P1 HSH2D IDH3G IGFBP7 ITGA4 KBTBD11 KLF11 KLF2 KLF7 LIMD2 LINC00921 LRMDA LSM14A LTA4H MAN1B1 MAP4K1 MAPRE2 MBTPS1 MCM5 METTL7A MGST2 MIB2 MIDEAS MIF4GD MMP25 MPC1 MPP7 MPPE1 MSRB2 MTARC1 MTMR1 MTX1 MUSTN1 MZT2A NAPB NAPRT NAPSB NDRG3 NDUFS4 NDUFS7 NR4A1 NR4A3 NREP NUDT3 NXT1 OCEL1 OGFOD3 ORMDL1 P2RY13 PCIF1 PDK3 PEBP1 PIH1D1 POGLUT3 POLB PPT1 PRC1 PRKAR2B PRKX PSMB9 PSTPIP1 PTP4A1 PYGL RASGRP2 REM2 RERE REX1BD RNASE2 RPH3A RPS6KA4 S1PR3 SARAF SELENOP SH3BGRL SIN3B SLC18B1 SLC39A11 SLC39A4 SLC48A1 SLC9A9 SND1 SNHG15 SNRNP25 SNTB1 SPAM1 STX11 SULT1A1 TACC3 TAFAZZIN TATDN2 THUMPD2 THYN1 TKT TLE3 TM7SF3 TMC8 TMEM14C TMEM183A TMEM39B TMX4 TOR2A TRIM8 TSHZ1 TTC3 TTTY14 TTYH2 TXNDC11 UROS USP3 VAMP5 VAV2 WAS WBP11 YDJC ZBED10P ZBTB43 ZCCHC24 ZFP36 ZG16B ZNF185 ZNF652 GSE2770_IL12_AND_TGFB_ACT_VS_ACT_CD4_TCELL_2H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_IL12_AND_TGFB_ACT_VS_ACT_CD4_TCELL_2H_UP ABCC1 ABCC3 ACOT13 ACSL3 ACTR1A AGAP3 AKR1B1 ALOX15 AP3D1 APBA3 APEX2 APOL2 APOL4 AREL1 ATP13A3-DT ATP6V0B BMP5 BRD8 C17orf58 C3 CASS4 CC2D1B CCDC127 CCRL2 CD2BP2 CD63 CDKN1A CES1 CTNS CYP1B1 CYP51A1 DCAF1 DNAJA1 DNAJB11 DNAJB6 DNAJC6 DOLK DYNLL1 E2F6 EEIG1 EIF4ENIF1 EMILIN1 EML4 EPHA5 EPOP EYA3 FADD FEN1 FLVCR2 FTL FUS GADD45G GAS2L3 GCLM GNPDA2 GON4L GPR35 GSR GTF3C4 H2BC11 HAS1 HEXIM1 HIP1 HOPX HPD HPDL HSD11B1 HSP90AA1 HSPA8 HSPB1 HSPH1 IER5L IL18BP IL24 IL2RG IL3RA IPO9 IST1 ITGA5 ITGAX JPT2 KCNK6 KEAP1 KIF1B KMO KYNU LASP1 LEMD2 LEO1 LINC00622 LINC00926 LINS1 LMNA LPAR1 LRP12 LRRC52 MED8 METTL1 MGLL MLLT6 MOB3C MRPL27 MSC MSMO1 NCOA3 NIBAN2 NIPAL1 NLRP2 NMRAL2P NMT2 NPC1 NRBP1 NSMAF ODR4 PAFAH1B1 PALLD PDGFA PDXK PGD PHF13 PHF23 PI4K2A PIK3R5 PLPP5 PPARD PPIL1 PSAPL1 PSMA3 PSMD1 PSMD11 PSMD14 PSMD7 RAB7A RAD1 RAPGEF1 RASL10A RBM10 RBM14 RHEB RNASEK RNF185 RUNX1 S1PR2 SACS SART3 SAV1 SDC4 SDF4 SDHAP2 SH3BP5L SIGLEC17P SLC12A6 SLC26A11 SMG6 SNX9 SPAG9 SPINK1 SSH1 ST13 STK17A STX3 STX4 TARDBP TCTN1 TDP2 TEX10 TJP2 TM2D2 TMCO3 TMED9 TMEM138 TMEM199 TMEM208 TNFRSF18 TNIP1 TPP2 TRAF3 TRIO TSPAN33 TUBB6 VCP VDAC3 VEGFB YAE1 ZBTB45 ZFYVE1 ZMIZ1 ZMIZ1-AS1 ZNF189 ZNF200 ZNF274 ZNF37A ZNF410 ZNF557 ZNF597 ZNF667 ZNF697 GSE2770_IL12_AND_TGFB_ACT_VS_ACT_CD4_TCELL_48H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_IL12_AND_TGFB_ACT_VS_ACT_CD4_TCELL_48H_DN ABHD13 ACSL4 ACVRL1 ALDH3A2 ALG2 ALKBH4 ALOX5AP ANP32B AP3M1 API5 ARL8B ARMC8 ASPRV1 ATAD3A ATIC ATP6V1E1 ATXN7L3B B3GALNT2 BLM BOP1 BTBD6 BTG3 C22orf23 CAMKK2 CAMP CARD10 CBLN2 CCDC14 CDC73 CDCA4 CDKN2AIP CDT1 CENPV CEP162 CEP170B CHADL CHUK CITED4 CLPTM1L CPSF4 CPSF6 CRLF2 CTPS1 CTU1 DBF4 DCTD DDIAS DDX1 DDX27 DDX41 DHRS11 DIO2 DKC1 DNMT3B ELL2 ENPP4 ERI3 EXO1 FAAP24 FAM185A FAM210A FAM91A1 FAM98A FASTKD3 FHIP2B FTSJ3 GALC GAR1 GARS1 GJA1 GMPS GNL3 GPRASP3 GRWD1 GSDMC GTF2I GTPBP4 H2AX HBS1L HDAC2 HELLS HIF1A HIRIP3 HNRNPH2 HOOK1 HSPA9 HSPD1 HSPH1 HUS1 IK INTS14 IPPK ISG20L2 ITGA8 JAG1 JPT2 KBTBD8 KCNQ5 KCTD3 KDM2B KLF12 KNL1 KPNA4 KPNB1 KRTDAP KTI12 LIMD2 LIN54 LY6E M6PR METAP1 METAP2 METTL16 MIOS MOGS MORF4L1 MORF4L2 MRPS2 MTF2 MYL10 NAF1 NDC1 NFXL1 NOB1 NOP58 NOP9 NQO1 NRBP1 NSMAF NT5E NUP107 NUP160 NUS1 OLR1 OTUD6B PA2G4 PBX4 PDAP1 PITPNA POMT1 PPIP5K2 PROK2 PRPF40A PRSS41 PSMD11 PSPC1 PUS1 PXYLP1 QTRT2 RAB34 RAD21 RAE1 RANBP6 RAP2C RBM28 RBM39 REPS1 RNF168 RNF217 ROPN1L RRS1 RSBN1 SAE1 SAMD9L SEC23B SEC61A1 SEMA4F SERBP1 SETDB2 SFXN2 SHMT1 SLC35B4 SLFN12 SMARCAD1 SOCS6 SPTLC1 SRM SRSF1 SSR3 SUV39H1 SUV39H2 TARDBP THUMPD1 TLCD3A TM9SF2 TMEM39A TOPBP1 TPX2 TWF1 UBA6 UBE2J2 UNC79 USP46 WDHD1 YOD1 YY1 ZDHHC6 ZNF146 ZNF546 ZNF644 GSE2770_IL12_AND_TGFB_ACT_VS_ACT_CD4_TCELL_48H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_IL12_AND_TGFB_ACT_VS_ACT_CD4_TCELL_48H_UP ACADVL ACOX3 ACSM5 ACVR2A ADRM1 AKR1B1 ALAS1 ALDOA ALOX15 ANKMY2 APOL6 APOO ARHGAP25 ARL4C ASAH2B ATAD3A BCL2L14 BLTP2 C17orf58 C1QB C1QC C3orf18 CAMK1D CCL17 CCL22 CCL26 CCL5 CD209 CD46 CEP85L CFAP97 CFHR4 CHRNB4 CHST7 CLCA2 CLEC4G COMMD1 COMMD10 COQ5 COX10 CPT1A CUL4A CUTC CWH43 DAXX DCPS DCXR DHFRP3 DPYS ECH1 EEF2K EEPD1 EHF EIF4G1 EMB ENO1 ENSA ENSG00000281732 EPHX1 ETV6 FABP4 FADS1 FADS2 FBXL17 FCER2 FLVCR2 GAS2L3 GATA3 GFUS GGTA1 GPI GSDMD GSTP1 HNRNPC HSD11B1 HSP90AB1 IDE IFNAR2 IGHG1 IL10RB-DT IL17RB IL18R1 IMPACT INF2 INTS7 KCNE1 KDM2B KISS1R LHFPL6 LINC01278 LINC01785 MAEL MAF MAGOHB MAOA MAPK1 MAT2B MCCC1 MFHAS1 MLST8 MMAB MREG MRGPRX1 MRPL2 MS4A4A MTHFD1 MTMR14 NANP NCK2 NEURL4 NFXL1 NISCH NUBP1 NUDT16L2P NUP93 NUTF2 OXA1L PALLD PCED1B-AS1 PDGFC PES1 PHOSPHO2 PHPT1 PIEZO1 PITRM1 PKD2 PLA1A PLIN2 PLOD1 PPFIBP2 PPP1R15B PPP1R9B PRPF8 PRPS1 PSMD3 PTGER2 RAB42 REEP4 REEP5 RHOF RIOK2 RMDN3 RNASE1 RPAP3 RREB1 S100P SART1 SCAND2P SCARB1 SCD SDC4 SENP3 SFT2D2 SLA SLC47A1 SLCO3A1 SMARCC1 SNAPC4 SNRPB SNX17 SORBS3 SPHKAP SPINT2 SRCAP ST7-OT4 STAB1 STOML2 SYNGR2 SYT17 TADA1 TBXAS1 THADA TKT TMA16 TMEM135 TMEM161B-DT TMEM53 TP53 TRAF1 TRIB2 TRMT13 TRMT61B TSPYL5 TTC9C TXN TYW3 UBE2T UBTF UPK1B UQCC2 VPS50 ZBTB46 ZC3H3 ZFP36L1 ZNF311 ZNF569 ZNF664 ZNF682 ZNF876P GSE2770_IL12_AND_TGFB_ACT_VS_ACT_CD4_TCELL_6H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_IL12_AND_TGFB_ACT_VS_ACT_CD4_TCELL_6H_DN ACACA ACVR1 ADAM19 AHSA1 AK2 AK4 ANXA3 APOL6 ARL15 ARPC5L ASB7 ATP2A2 ATP2B4 B4GALT2 BAK1 BATF BGLAP BPNT2 BYSL CCND2 CCT3 CCT7 CD53 CD55 CDC25A CFLAR CHSY1 COX17 CSNK2A1 CSRNP2 CSTF2 CXCL10 CXCL9 CYTIP DCTPP1 DDX39B DNAJB6 DNAJC12 DYNLT1 EED EGFL6 EIF1 EIF2B1 EIF4A1 FASLG FBXO4 FES FKBP4 FOSL1 FRMD4B FUBP1 FUBP3 FURIN FUS FUT7 GADD45G GAR1 GCH1 GMPPB GNE GPR157 GRPEL1 GZMB HDAC4 HEXA-AS1 HK1 HNRNPAB HSPA5 HSPA8 HUNK HUS1 ICOS IFI35 IFNG IGF2R IGFBP7 IL12RB2 IL15RA IL18R1 IL18RAP IL2RA IRF8 JPT2 KARS1 KDELR2 KDSR KIAA0040 LAG3 LIF LRP8 LTA MAGOHB MAN2A2 MANF MAP3K8 MAPKAP1 MAT2A MMD MTCH2 MTHFD2 MTMR1 MYD88 NABP1 NACC2 NANS NARF NETO2 NIPA2 NME1 NOP10 NOP14 NOP16 NRP1 NSD3 NUCB1 NUDT15 P2RX5 PA2G4 PCSK5 PDCL PDIA5 PDIA6 PFDN2 PGS1 PHLPP2 PIM1 PKM PKNOX1 PLVAP PMCH PNO1 POLE3 PRF1 PRKX PRNP PSMA5 PSMD5 PSME2 PTGER2 PTGER4 PTGES3 PTPN1 PTRH2 RAB11FIP1 RAB29 RMC1 RNF144A RNF34 RNLS RPN2 RRAS2 SAR1A SATB1 SEC24D SFPQ SGCB SLC1A5 SLC25A32 SLC25A4 SLC25A44 SLC30A10 SLC35D1 SLC35F5 SLC39A14 SNCA SNRPG SOCS1 SRSF2 STAU1 STEAP1 STIP1 STRAP TBX21 TFG TMEM30B TMEM39A TMEM70 TNF TNFSF8 TOMM40 TPM4 TRAFD1 UBE2L3 UBE2N UBE3C UCK2 USP6NL UTP14A VCL VPS37B WARS1 WDR77 XBP1 YAP1 YRDC ZBTB32 ZDHHC13 ZNF207 GSE2770_IL12_AND_TGFB_ACT_VS_ACT_CD4_TCELL_6H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_IL12_AND_TGFB_ACT_VS_ACT_CD4_TCELL_6H_UP ABCD4 ABHD4 ACP6 ADA2 ADAM30 ADAMTS20 ALAD AMPD3 AMT ANO10 AOAH APBA2 ATP8A2 ATRNL1 AVIL BBS4 BBS9 BMERB1 BSCL2 BTF3P12 BTN3A2 BTN3A3 C14orf132 C2orf68 CACNA2D2 CAPN2 CAV1 CCDC28B CD44 CDH12 CDKN1B CHRDL1 CLCA4 COG4 COL6A3 COLGALT2 CSNK2A2 CTDSP2 CUX2 CXCR2 CXCR4 CYP2R1 CYTH4 DCAF8 DDB2 DEPTOR DHRS1 DHRS3 DPEP2 DTNB DYNC2H1 EEIG1 EGOT ELAPOR1 EPHB6 EPHX2 EVL FAHD2A FAM200C FGD6 FLNB FOXO3 GABPB1-IT1 GALNT11 GALNT12 GALNT3 GLS2 GNB5 GNG7 GRAMD1C GRM6 GSE1 H2AC25 HLA-F-AS1 HMCES HTR1F ID3 IFNA8 IFT140 IL11RA IL16 INPP5D INSL5 ITGB7 ITM2C KCNE4 KCTD7 KDELR3 KLKB1 KNL1 KRT86 LBH LDLRAP1 LEP LEPROTL1 LETMD1 LIME1 LPCAT4 LRP5L LY9 MAN1C1 MAP3K6 MCTP1 MEGF8 METTL7A MLC1 MMRN1 MTARC2 MXD3 NACAD NBEA NDE1 NDRG3 NLRP1 NMT2 OPHN1 OXA1L PBXIP1 PCNX2 PDLIM1 PECR PEX11A PHC1 PIK3IP1 PLCB2 PLCG2 PLXDC1 POMT1 PPOX PRCP PRM2 PRMT8 PRRC2B PTPRS PYHIN1 QSER1 RAB38 RAMP1 RASSF2 RCAN3 RGS10 RIN3 RNASEL RNASET2 RPL11 RPS17P5 RPS20 SALL2 SCAPER SELENOP SEPTIN9 SFRP4 SFXN3 SIDT2 SIGIRR SIRPG SIRT4 SLC16A5 SLC1A4 SLC24A1 SLC35E2B SMYD3 SNHG32 SOX12 SPOCK2 SPON2 SPTBN1 TARP TBC1D8 TCEAL1 TCF7 TCTN2 TMEM14A TMSB4Y TNFAIP3 TPP1 TRAC TRAF3IP3 TRAM2 TRDV2 TSC22D3 TSPYL4 UBASH3A UST VASH1 WDCP WHRN WNT16 ZBTB40 ZFP30 ZFP36L2 ZFYVE26 ZMYM3 ZNF334 ZNF343 ZNF506 ZNF589 ZNF671 ZNF695 ZNF862 GSE2770_IL12_AND_TGFB_VS_IL4_TREATED_ACT_CD4_TCELL_2H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_IL12_AND_TGFB_VS_IL4_TREATED_ACT_CD4_TCELL_2H_DN AARS2 AGO1 AKAP11 ALG1 ALKBH7 ANAPC15 ANKRA2 ANP32B ARFGAP3 ARHGAP35 ASAH1 ASB1 ATG2B BABAM1 BBS10 BPTF BRD7 BRI3 BTBD9 C10orf55 C14orf28 C1orf122 CAB39L CD81 CDC23 CDC40 CDKN2AIP CEP192 CERS2 CERT1 CETN3 CHD7 CHML CHST7 CITED2 CMTM8 COLGALT1 CPQ CRBN CWC15 CYB561D2 CYP1B1-AS1 CYP27A1 DMXL1 DNAJC19 DOCK5 DPY19L1 DTYMK ETFRF1 EVI5 EXOC7 FAM172A FBXO9 FH FTH1P5 FYN FZD7 GAS2L3 GASK1B GID4 GMCL1 GMIP GNPTG GPATCH8 GPR161 GSK3B GSTP1 HDHD5 HIPK2 HOMER3 HOXB2 HTRA1 HTT IDH2 IL17RA ING2 IPMK IPO9 IRS2 ITPRID2 JTB KCTD11 KIAA2013 KIDINS220 KLHL26 KLHL9 KMO LGALS8 LINC00667 LINC00954 LPCAT1 LRPAP1 LTA4H LYPLAL1 LYSET MAPK1 MAPK9 MCRIP2 MDM1 METTL14 METTL9 MFAP3 MIB1 MMP7 MPHOSPH6 MPHOSPH8 MRPL34 MSRA MTIF3 MUS81 MYC NDUFB2 NDUFV2 NEK4 NUP155 OIP5-AS1 OR5L2 OTUB1 PABIR2 PBX3 PDE7A PDPN PGGT1B PHF10 PHF21A PIK3C2A PIK3R1 PINK1 PIP4P2 PPWD1 PTGER2 PXK RAB4A RACGAP1 RALGAPA2 RANBP6 RBL2 RDH11 REX1BD RGP1 RGS19 RNF130 RNF44 RNF6 RPP14 RTN1 S1PR3 SARAF SAT2 SERINC3 SERINC5 SETD1B SHISA8 SIRPB2 SLC27A4 SLC35D1 SLC49A4 SMCR8 SNUPN SNX30 SOCS7 SPEN SPG21 SPOPL STRADB TAOK3 TAPT1 TBC1D14 TBC1D2 TBL1X TCEA1 TGS1 THYN1 TMCO3 TMEM121B TMEM138 TMEM14C TMEM170B TMEM52B TNRC18 TNRC6B TPST1 TRAK1 TRIM23 TULP4 TXLNB USF2 USF3 VPS37C WDR37 WDSUB1 WFDC21P YIPF6 ZBTB44 ZNF615 ZNF652 ZNF705G ZZEF1 GSE2770_IL12_AND_TGFB_VS_IL4_TREATED_ACT_CD4_TCELL_2H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_IL12_AND_TGFB_VS_IL4_TREATED_ACT_CD4_TCELL_2H_UP AADAC ABCF1 ACSS3 ACTR3 ADAT3 ADPRH AMPD3 ANKRD12 AP3D1 ARFGAP3 ARHGAP31 ATP6V1B2 ATP6V1C1 BAG3 BTN1A1 C15orf48 C19orf12 C1orf122 C3 C8orf76 CAMSAP2 CCDC127 CCRL2 CCT4 CD274 CD63 CDH9 CDKN1A CES1 CFAP46 CISH CLCN7 CRIM1 CRNKL1 CTSB CXCL1 CYP51A1 DNAJB6 DPH3 DUSP5 DYNC1H1 DYNLL1 E2F6 E2F7 EIF4ENIF1 EML4 ERLEC1P1 ERVW-1 EYA3 FADD FADS3 FAM120B GCLM GMEB1 GON4L GPN2 GPR35 GPRASP3 GSTO1 H4C8 HCP5 HIVEP2 HK2 HLA-A HLA-B HSP90AA1 HSPA8 IER5 IGF2R IL1A IL1B IL20 IL2RG INO80C KCNN4 KEAP1 KLHL21 KMO KPNB1 KYNU LGMN LIG3 LOXL4 LRP10 LRRN4CL MAD2L1BP MAMLD1 MECP2 MED12 MED13 MED31 METTL1 MFAP1 MFSD2A MIR3142HG MLLT6 MOB3C MRPL27 MYO1E NANS NCOA5 NDUFV2 NFAT5 NMRAL2P NPC1 NPLOC4 OBI1 OR2A4 PAX8 PCLAF PEA15 PELO PIR PLA2G7 PPIL1 PPP1R10 PPP1R11 PPRC1 PSMC4 PSMD1 PSMD14 PSMD7 PTGR1 PTPRK PUS3 PUS7L R3HCC1L RAB13 RAD1 RALA RBM23 RC3H2 RHOBTB2 RHOC RNF185 RUNX1 SART3 SAV1 SCARF1 SDC4 SDF4 SENP5 SERPINB2 SERPINB8 SEZ6L SIRPA SLC4A4 SMPD1 SNX19 SNX9 SP4 SPAG9 SPHK1 SPRYD3 SQOR SRC SRP54 STARD8 STK17A STX3 SUSD6 TEX10 TINAGL1 TINF2 TJAP1 TM2D2 TMED9 TMEM199 TMEM231 TNFRSF18 TNFRSF4 TNIP1 TNS3 TRIM21 TRIM56 TRIO TRIP11 TSC22D1 TSG101 TSSK6 TXLNA UBE2A UBR4 VCP VPS33A VPS9D1 WDR93 WSB2 YIPF6 ZER1 ZFYVE1 ZNF140 ZNF189 ZNF200 ZNF267 ZNF677 ZNF701 ZNF785 GSE2770_IL12_AND_TGFB_VS_IL4_TREATED_ACT_CD4_TCELL_48H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_IL12_AND_TGFB_VS_IL4_TREATED_ACT_CD4_TCELL_48H_DN ABT1 ADH1A AGR2 AK8 ANKRD22 AP3M2 APOL1 APOL4 APOL6 ARHGEF28 ASCC3 ASZ1 B2M BAALC-AS1 BDNF-AS BTN3A1 BTN3A2 CALCOCO2 CALHM6 CAMK2D CAPN12 CARTPT CD2 CD74 CEP41 CKAP2 CNGB3 CNTNAP5 CREM CRISPLD2 CT83 DCLK1 DENND2C DNAJA1 DNPEP DSC1 DYNC1H1 E2F7 ENO1 ENSG00000237250 ERAP2 FAM226B FIZ1 FKBP2 FLCN FMO4 FSCB FSIP2 FUT1 GART GBP1 GBP2 GBP4 GBP5 GDI2 GEMIN2 GGTA1 GIMAP2 GIMAP8 GPR174 GPX2 HCAR3 HELLS HLA-A HLA-B HLA-DMA HLA-DPA1 HLA-DPB1 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB6 HNRNPC HORMAD1 HOXC9 HRH4 HSP90AB1 HTN1 IGF2BP3 IL12RB1 IL17D IL36RN INHBA IQCH IRF1 IRF4 KCNE1 KCNE2 KDM2A KIR2DS3 KIR3DL1 KLLN KLRD1 KRTAP9-9 LAMA3 LIG3 LINC00887 LINC01142 LINC01278 LINC01973 LINC02223 LYNX1 MAGEB2 MAP3K20-AS1 MAP4K5 MINAR1 MMP25 MORC1 MR1 MRGPRX1 MUC19 MYRFL NDUFA10 NECTIN3 NLRC3 NLRC5 OPN5 OPRPN OR2M4 OR4D1 OR8D2 PARP14 PDP1 PEG3 PER3P1 PLAAT4 PLCB4 PLEKHA7 PLEKHO1 POLB PPP1R9A PPP4R3A PRPS2 PSMA2 PSMA3 PSMB8 PSMB9 PSME2 RAB30 RGS9BP RHOC RMDN3 RMND1 RNF10 RNF149 SAMHD1 SCAPER SCGB1D2 SCLY SECTM1 SERPING1 SFXN2 SIPA1L1 SLC16A1 SLC25A20 SLC25A31 SLC25A35 SLC2A12 SP140L SPON1 SPRR2B SSX1 STARD8 STAT1 STX5 SYPL2 TAP2 THUMPD2 TLNRD1 TMCO5B TMEM135 TMEM156 TMEM229B TMEM39A TNF TOX2 TRAFD1 TRIB2 TRIM21 TRIM26 TRIM69 TRPC5 TTLL7 TVP23A TXN UBE2L6 UGT2B4 UPB1 VPS9D1 WARS1 WBP2NL ZFR2 ZNF236-DT ZNF276 ZNF536 ZNF876P GSE2770_IL12_AND_TGFB_VS_IL4_TREATED_ACT_CD4_TCELL_48H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_IL12_AND_TGFB_VS_IL4_TREATED_ACT_CD4_TCELL_48H_UP ABHD17B ACAP2 ACVR1B ACY1 AFP AKNA AKT3 ALPK2 AMBRA1 ANGEL1 ANKIB1 ANKRD44 ANXA9 APBB3 APEH APOLD1 ARID4A ARID5A ARPC5 ARRB1 ARV1 ATG4D ATP10D ATP13A2 AVL9 AZI2 B4GALT5 BST2 C1orf54 C4orf47 CAPN7 CARD11 CD2 CD72 CDC42EP4 CDK10 CDS2 CERS4 CFP CHST12 CLCN5 CNRIP1 COLGALT1 COMMD3 COQ10B CRLF2 CYB561A3 DAD1 DENND2D DENND6B DGKD DIXDC1 DNAH17 DNAJA4 DNASE1L3 DYRK2 EMP3 ESRP2 ETV3 EVI5L FAM210B FAM241A FBXL20 FCGRT FCHO2 FLI1 GBP7 GLIPR2 GOLM1 GPATCH2 GRAMD1A GSAP GSDMD HERPUD2 HIPK2 HLA-DOA HLA-DOB HPS1 HSD17B11 HUWE1 IFI27 IL10RB IL6R INCA1 INPP5F IP6K1 IPCEF1 IQSEC1 IRF9 ITPK1 KCTD12 KCTD6 KLF13 KLF4 KLHL15 LSP1 MAP4K2 MCOLN2 MEIS3 METAP1D MFN1 MGAT5 MMAA MPP1 MTAP MX2 MYO1C NFATC2 NUCB2 NUFIP2 ORAI1 OSGIN1 P2RY10 PATJ PAXBP1 PBXIP1 PCP4 PCYT1A PDE1B PDE8A PDK2 PINK1 PLBD1 PLEC PLXNC1 POGLUT1 POLR3A PPARGC1B PPCDC PPP3CA PREX1 PRKCE PTGER1 PTPN14 PTPN6 QPRT RASGEF1B RBPJ REC8 RELA RELCH RFTN2 RHOF RIPOR1 RNF123 RNF138 RNF167 S1PR1 SCPEP1 SEMA4F SETD4 SH2D2A SH3BP2 SIGIRR SLC12A6 SLC29A4 SLC49A4 SMPDL3A SNORD123 SNX19 SOCS3 SPAG9 SRGAP3 SRMS STARD10 STAT6 STK38 STOML1 TAPBP TASL TATDN3 TCEA2 TCF4 TEP1 TIPARP TK2 TNFRSF1B TNRC6C TOM1L2 TRIM24 TRIM7 TRIP11 TSPAN31 TSPAN32 TSPO TXLNG TXNRD3 UBR1 UNC119 USP4 VPS13D VPS37B XAF1 ZBTB10 ZC3H12A ZFP28 ZFP36L1 ZNF398 ZNF878 ZNRF1 GSE2770_IL12_AND_TGFB_VS_IL4_TREATED_ACT_CD4_TCELL_6H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_IL12_AND_TGFB_VS_IL4_TREATED_ACT_CD4_TCELL_6H_DN ABRAXAS1 ACOT12 ACSF2 ADAMTSL1 ADD2 ADORA1 ANK3 ANKRD13D ANKS1B ANKS4B ARHGEF2 ARSB ART3 BAHCC1 BATF BBS2 C20orf141 C5 CAPSL CASP4 CASR CCDC136 CCL4 CCNL1 CCR2 CCR9 CD22 CD248 CDH16 CELF6 CILK1 CLCN5 CNKSR2 COA4 COL6A1 COMP CPNE2 CPSF4L CPVL CYBB DBX1 DGKH DLK1 DNAH2 DPYSL3 DYM EDA2R EGFR ELF3 ELL3 EML1 ENGASE ENOX1 FAM229A FBLN7 FCGR2B FFAR2 FGF7 FITM1 FKBP6 FLACC1 FNDC11 FRG1 FUZ FZD9 G6PC2 GAS1 GCHFR GJA4 GLDC GPIHBP1 GPR15 GPR39 GSTO2 GSX1 GTSF1 HCST HDHD5 HEPACAM2 HES2 HOPX HOXC4 HOXD3 HTR1B HTR7 HYAL4 IBSP IFNG IL17RC IL36B IL5 IL6R IL6ST KCNJ10 KLF17 KLK8 KLRK1 KRT81 LCP1 LMO1 LMO2 LRCH2 LRFN1 LRTM1 MAN2B1 MARCHF3 MEIS2 MERTK MFSD4A MGAT4B MPHOSPH9 MS4A1 MSRB3 MVD MYADM MYO7A NAGS NHLH2 NIBAN2 NKX2-8 NMBR NOL6 NPTX1 NREP NT5DC3 NTNG1 OPLAH OXT PENK PLD2 PLEKHG3 PLXNA4 PNLIP PNMA8A POU6F1 PRKCE PRSS46P PSAPL1 RAB31 RAB38 RAB3D RAB3GAP2 RASEF RGMA RGS1 SAG SALL1 SCARA5 SCRN1 SERPINA5 SLC16A11 SLC16A13 SLC16A7 SLC22A13 SLC27A5 SLC44A3 SLC6A14 SLFNL1 SMPDL3A SNCA SNRPN SPIB SPINK8 SPRR2A SPRTN STAR STING1 STK25 SVEP1 SYCP2 SYT10 TAS1R2 TBX21 TCEA2 TDGF1 TEX19 TEX37 TGIF2LX TGM5 TMEM114 TMEM127 TMEM269 TMEM74B TNKS1BP1 TNS2 TOMM40L TOR1AIP1 TRABD2B TREML4 TRPC7 TTC39B TUBB6 UPK3A VIT WDR26 WFS1 ZC2HC1C ZNF169 ZNF2 GSE2770_IL12_AND_TGFB_VS_IL4_TREATED_ACT_CD4_TCELL_6H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_IL12_AND_TGFB_VS_IL4_TREATED_ACT_CD4_TCELL_6H_UP ABHD10 ACBD6 ADAMTSL5 ALDH16A1 ALDH3A2 ANLN APOOL ARMT1 ASS1 AURKB BCCIP BET1 BRF1 BTBD9 BUB3 C14orf93 C19orf47 C4orf46 CA5B CAND1 CCDC18 CCNA2 CDC123 CDC20B CDC25B CDC73 CDH7 CDK2 CDK4 CDO1 CEP89 CLUAP1 CLXN CNTLN COQ7 CRYBG1 CSE1L CSRP3 CTPS1 CUL4B DENND2C DENR DNAJC9 DSEL E2F2 E2F7 ECHDC1 EFTUD2 EMC4 ENPP6 ERAL1 EXOSC8 FAM149B1 FAM204A FAM98A FBXO45 FIGNL1 FKBP2 GATA6 GGA2 GLYCTK GNL2 GPSM2 GRPEL1 GSPT1 HAUS6 HERPUD1 HEXIM1 HIGD2A HMGB4 HNRNPA0 HNRNPUL2 HS6ST3 IFT57 ILF2 INTS8 IRF4 KANSL3 KARS1 KAT7 KCNC2 KCND2 KCTD20 KEAP1 KHDRBS3 KIAA1549L KIF18A KIF2C KIF4A KIFC2 KPNA1 KYAT3 LAS1L LEMD1 LONRF1 LRRC40 LY96 MACO1 MAGEF1 MAGOHB MAOA MCM8 MCOLN1 MDH1 METTL4 MGMT MOAP1 MRPL35 MRPL55 MTCH2 MXD3 MYO5A NANS NCAPD2 NFIL3 NINJ2 NKAP NMRAL1 NOL7 NSMCE2 NUCB1 NUCKS1 NXT2 ORC6 OSGIN2 PAF1 PARPBP PCGF1 PCYOX1 PDAP1 PIMREG PLA1A PLK1 PLK4 PPA2 PPFIA3 PPIH PPP4R2 PRC1 PRIM2 PRUNE1 PSD2 RAB9A RAD23A RAP1GDS1 RASL12 RBBP5 RBL1 RIOX1 RRAS2 RTKN2 RUVBL2 SACM1L SALL3 SAMD1 SCAF1 SCMH1 SERBP1 SFMBT1 SGCE SGO1 SKIC2 SLC10A7 SLC18A2 SMARCAD1 SMARCD2 SMC2 SPC25 SPIDR STAG2 STK35 SVOPL SYN2 TAF13 TAF7 TARS2 TDP1 TIMM17B TIMM50 TK1 TMX1 TOP2A TPX2 TSSK2 TTK TUBB UGGT1 VDAC3 VPS72 WDR89 YKT6 YPEL2 ZC3H8 ZMIZ2 ZMYM1 ZNF141 ZNF395 ZNF704 ZNF771 ZWILCH GSE2770_IL12_VS_IL4_TREATED_ACT_CD4_TCELL_2H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_IL12_VS_IL4_TREATED_ACT_CD4_TCELL_2H_DN CAPN15 DNAAF10 MIEF1 MYMK NALF2 RNASEL RNF14 RNF19B RNF214 RPAIN RPL10L RPL28 RPRM RRP12 RUFY4 RUNX3 S100A8 S100A9 SAMD3 SAMD4A SCAMP1 SCO1 SDK1 SEC14L5 SELPLG SEMA5A SEPTIN1 SERPINA5 SERPINA7 SETD6 SEZ6L SF3A2 SFRP5 SGIP1 SH2D6 SHH SHISA6 SI SIX3 SLC16A4 SLC17A8 SLC1A5 SLC22A14 SLC27A4 SLC39A14 SLC46A3 SLC47A1 SLC4A8 SLC7A5 SMPX SMYD5 SNAP25 SNAP91 SNPH SOX14 SPAG1 SPAG4 SPATA19 SPINK13 SPINK14 SPINK6 SPNS2 SPRED3 SSR1 ST6GALNAC5 ST8SIA6 STAP1 STARD3NL STIM1 STMN1 STX17 STX1A TAAR1 TAAR6 TAF15 TAS1R1 TATDN2 TBC1D22A TBCB TBK1 TBR1 TCF15 TCIRG1 TCTN2 TCTN3 TDRD5 TDRD6 TDRD7 TEKT3 TEX13A TGM1 TLR3 TM2D1 TMED1 TMEM115 TMEM127 TMEM165 TMEM214 TMEM37 TMEM54 TMEM60 TMEM86B TMPRSS11BNL TMUB2 TNFRSF21 TNFSF14 TNFSF15 TNNI1 TNNI3 TNR TOLLIP TPCN1 TPPP TRAPPC2L TREML4 TRIM37 TRIM69 TRMT2A TSEN54 TSKU TSSK1B TTBK2 TTF1 TUBD1 TUBGCP6 TUSC3 TWIST2 TWSG1 TXN2 TYR UBQLN4 UMODL1 UNC5D UPP1 UPP2 UROS VAPA VPS11 VPS8 VWA5A VWA5B1 VWC2 VWF WDR36 WDR82 WFDC2 WNT7B XAB2 XPOT XRN2 YPEL2 ZAP70 ZBTB16 ZC3HC1 ZFYVE26 ZFYVE28 ZNF394 ZPBP ZSCAN2 GSE2770_IL12_VS_IL4_TREATED_ACT_CD4_TCELL_2H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_IL12_VS_IL4_TREATED_ACT_CD4_TCELL_2H_UP ABCD2 ACAN ACP1 ALDH6A1 ALG12 ALG2 ANKK1 ANKS6 ARF4 ARL8B ARMCX1 ARNT ARPP19 ASZ1 ATG2B ATP6V0C ATP6V0E1 ATP6V1D B3GLCT BDKRB2 BGN BMP15 C1orf54 C2orf49 CACHD1 CALCRL CAMSAP1 CAMTA1 CAPRIN1 CATSPER4 CCDC141 CCDC88A CDC40 CDH10 CDK13 CEACAM19 CEBPZ CEP83 CERS5 CETN2 CFL1 CHMP1B CHURC1 CLUAP1 CMTM3 CNPY4 COASY COMMD2 COMMD3 CORO6 COX16 CPE CRB3 CRBN CREBL2 CTTNBP2NL CXCL3 DBF4 DCAF10 DDB1 DENND6A DIDO1 DIMT1 DOCK4 DPY19L3 DPY19L4 DTWD2 DUSP14 E2F8 ECH1 ECSIT EIF3B EIF4A1 EIF4EBP1 EIF4EBP2 ERAL1 EREG ERH EXOC3 EXOC3L1 FAM107A FAM222A FANCC FANCD2 FAR2 FBXO11 FBXO48 FBXO9 FIG4 FNDC4 FNIP1 FOXD4 FOXO1 FPGT FUT8 GAP43 GAREM1 GLG1 GOLM2 GOLT1B GPKOW GPR151 GRAMD2B GRK2 GRPEL2 H1-1 H1-2 HACL1 HDAC3 HEXA HHIPL2 HTRA1 IDH3G IL23R ING3 ITGA2B ITGA8 ITIH4 JAK2 KBTBD7 KCMF1 KCNV2 KHDRBS1 KLHL28 KLHL7 KPNA7 KRTAP10-10 KTI12 LAMP1 LAP3 LAPTM4A LARP1B LAYN LMO4 LPAR1 LPAR5 LRWD1 LUC7L2 MCUR1 MIA2 MIS18BP1 NOP53 PIEZO1 SLC22A25 TOGARAM1 ZNF729 ZNG1A GSE2770_IL12_VS_IL4_TREATED_ACT_CD4_TCELL_48H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_IL12_VS_IL4_TREATED_ACT_CD4_TCELL_48H_DN AFF4 AHCTF1 AKAP7 ANGPTL1 ANKRD16 AP1G2 AP1M2 APBB1IP APOE APPL2 ARFRP1 ARHGAP35 ARHGAP8 ARL4A ARRB1 ASAP1 ASB2 ATP10D B3GNT8 BATF BLOC1S5 BLTP1 BORCS6 BRAT1 C19orf48P C4orf47 C5orf34 CAB39L CABLES2 CAPRIN2 CD2 CD2AP CD300LF CD86 CDH17 CDK10 CDON CHD6 CHST11 CMTR1 COPG2 CORO1B CUL2 CYB561A3 CYFIP1 CYP4V2 DAZAP2 DDB2 DEXI DGLUCY DIAPH2 DIPK1A DNAAF9 DTNBP1 DUS2 DUSP2 E2F5 EGLN2 ENOX2 ENTPD5 EPC1 ERLIN1 ETFRF1 EZR FAU FCHSD1 FLYWCH1 FMO5 FOSL2 GCNT1 GIMAP4 GNG10 GTF2I HEATR6 HEXIM1 HIF1A HLA-DRA HSD17B7 HSDL2 HSPA4 ICE2 IL2RB INVS IQCE IRF5 ITPR3 KCNG1 KDM2B KIAA0753 KIF2A KMT2A KRAS KRTCAP3 LAMB3 LCK LFNG LNX2 LRRC42 LY9 LYNX1 MACIR MAP2K5 MAPK11 MECP2 MED13L MEST METAP1D MGA MICU3 MLLT6 NAB2 NCKIPSD NCOA3 NFATC2 NFATC3 NSMCE1 NUBPL PAWR PCIF1 PITPNM2 PLEC PLEKHO1 PLPP3 PPCDC PPM1L PRKAB2 PVT1 PXK RAB11FIP4 RALGAPB RAP1B RAP1GDS1 RDH12 RELCH RETREG3 REV3L RFTN2 RIPK2 RPS6KA3 RPS9 RUFY3 RUSF1 SAMD1 SAV1 SBF2 SBNO1 SCAF8 SEC22C SETD1A SETX SIGIRR SLC2A4RG SLC2A9 SLC4A8 SLC9A5 SMURF1 SORBS1 SRGAP3 SS18 STARD10 STARD4 STX17 SYNJ2 TBC1D14 TCEA2 TCF4 TENT4B TERB1 TESK2 TET3 TEX9 TMEFF1 TMEM14A TMEM209 TMEM229B TMX4 TNFAIP8L2 TPK1 TRAF3 TRUB1 TSPAN32 TTYH2 UBXN11 UBXN2A UNC119B USP4 VPS33A WDR41 ZBTB10 ZBTB32 ZBTB37 ZC3H12A ZC3H12C ZC3H7B ZFP28 ZFP69 ZNF346 ZNF398 ZNF579 GSE2770_IL12_VS_IL4_TREATED_ACT_CD4_TCELL_48H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_IL12_VS_IL4_TREATED_ACT_CD4_TCELL_48H_UP ACER3 ADK AKAP1 ALDH9A1 ALG14 ANLN ANXA1 AP1S1 APOO APPL1 ARF4 ARHGAP21 ARHGAP28 ARL5A ATP5MG ATP5PF AURKA B3GALT5 BAAT BATF3 BRCC3 BSCL2 C2 C8orf34 CACNA1E CANX CCDC146 CCDC186 CCPG1 CD300A CDC16 CDC25C CDC42SE2 CDC45 CDKN2C CENPU CERS2 CHRNB4 CHTF18 CIAO3 CKAP2 CLTB CNIH4 COASY COMMD5 COMMD9 COPS2 CORO2B COX4I2 CPPED1 CPXM1 CUBN CXCL10 DCTPP1 DDIAS DHFR DHRSX DIS3L DNAJB11 DSTN E2F2 ECSCR EFCAB3 EIF5B ELP5 EMILIN1 ENPP4 ENTPD7 ERH ESF1 ETFDH EXOC6B FBXO17 FCGR2A FNIP2 GALNS GDAP2 GLRX2 GMDS GNB4 GOLGA3 GRK4 H2AZ1 HARBI1 HASPIN HBS1L IDE IER3 IFRD2 IMPA2 IQGAP2 ITM2C IZUMO1 KIFC1 LAPTM4B LCORL LEO1 LGALS3 LMO4 MALSU1 MAP3K10 METRN MGLL MRPL36 MRPS10 MRPS11 MRPS22 MSANTD4 MTFP1 MTIF2 MTM1 NDC80 NDFIP1 NDUFA10 NDUFA8 NDUFAF7 NDUFB11 NDUFC2 NEPRO NNT NSMCE2 OIP5 PBX1 PEX11A PEX2 PFKM PHAF1 PHGDH PIGB PIK3R5 PMM1 POLR2C PON1 PPT2 PROCR PRR11 PRSS16 PSENEN PSIP1 PSMA6 PSMD1 PSMD12 PXMP2 PYCR2 RAB1A RAB26 RAB32 RAB3D RAB4A RAD18 RAD51AP1 RECQL4 RFC5 RIPPLY3 RNASEK RNF26 RPP14 RPUSD3 RTN3 SAP18 SARS2 SCARF2 SCCPDH SELENOH SERF1A SHQ1 SLC11A1 SLC33A1 SLC38A10 SLC7A3 SLC7A6 SND1 SREK1 SUDS3 SYAP1 SYS1 TBC1D31 TBC1D8 TBCB TBL2 TEX2 TFAP2E THY1 TMEM101 TMEM140 TMEM263 TMEM38B TMEM70 TNFSF10 TOR1B TPST1 TPX2 TRAPPC6A TRMT10A UQCRC1 XKR5 XRCC3 YIPF2 ZSCAN25 ZWINT GSE2770_IL12_VS_IL4_TREATED_ACT_CD4_TCELL_6H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_IL12_VS_IL4_TREATED_ACT_CD4_TCELL_6H_DN AAGAB ACTR1A ADGRE5 AGK AK2 AKNA ANKHD1 AP1S3 APOE ATAT1 ATF7IP ATOSA ATRAID ATXN1L AXL BAX BCL10 BIN3 BMPR2 BRCA2 BRD3 BUD23 C12orf4 CARHSP1 CD207 CD244 CD69 CDK2 CDKN1A CENPL CFAP68 CHURC1 CIRBP CKB CLASP1 CLIC4 CMC1 COA5 COPZ1 COX14 CUL1 CYP11B1 CYP51A1 DDX19B DDX28 DENND2C DNAJC15 DNAJC24 DSTYK DYRK2 E2F5 EIF3K EIF4E3 EMP3 ENDOD1 ESYT2 ETS1 FAM162A FAM216A FBXL12 FSCN1 FUT11 GADD45A GALNT1 GAS8 GATAD1 GATM GPAA1 GSTK1 GTF3C6 GZMB HCST HECTD3 HLA-DRB1 HNRNPH2 HS1BP3 HSBP1 HSD17B4 IGFBP7 IL4I1 IMMP2L IMP3 ING4 INPP5F IPCEF1 IQGAP1 IRF4 ITGB2 KCMF1 KIT KLF7 KRIT1 KYAT3 LCLAT1 LDLRAD3 MANBAL MAPK14 MAPK7 MCEE MCM9 MCTS1 MFHAS1 MKRN2 MRPL1 MRPL23 MRPL32 MTPAP MYEF2 MYL4 NBEAL2 NCKAP1L NCOR1 NDFIP2 NDUFA7 NECAP2 NR2C1 NRAS NRBP1 P3H3 PCBD2 PDCD1 PDE4B PECR PEDS1 PHAX PHF1 PHKA1 PHPT1 PIAS1 PIK3CB PITHD1 PLK2 POLR2I PPHLN1 PPIH PPP3CA PPP6C PRICKLE3 PRKRA PRR13 RALA RANBP10 RAP1GAP2 RAP1GDS1 RCOR3 RFESD RGMB RILPL2 RNF150 RNF24 RNF31 RNF4 RTL8C RTN3 SCAMP2 SEC11A SIX5 SKAP1 SLCO3A1 SLF2 SMC4 SNN SNX8 SPRED2 SPRTN SREBF1 SRRM1 SS18L2 ST7 ST8SIA6 STK38 SUCO TAF3 TCOF1 TEX2 TFCP2 THAP1 THNSL1 THOC3 TIMM10 TIMM50 TMEM176B TMEM184B TMEM267 TMEM87A TMEM9B TRIT1 TSHZ3 TTC28 TUFM UBR2 UQCR11 VASP VKORC1L1 WDR26 WSB2 YPEL3 ZNF22 ZNF471 ZNHIT6 GSE2770_IL12_VS_IL4_TREATED_ACT_CD4_TCELL_6H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_IL12_VS_IL4_TREATED_ACT_CD4_TCELL_6H_UP ABI1 ACAP3 ACCS ACTL7B ADAMTS18 ADAMTSL3 ADGRA3 ADGRD1 AEBP1 AFF1 AGAP2 AJM1 AMN ANAPC16 ARF6 ARL4D ATG10 ATL2 B3GAT1 BARX2 BMP1 BRMS1 BTF3 C1orf109 C1orf74 CA1 CAMK2A CASQ2 CCDC117 CCDC153 CCL22 CCND2 CES4A CHAF1B CHFR CLCA2 CLCN5 CMTM6 CNDP2 COL15A1 COMMD1 COMMD5 CRADD CRYBB2 CRYZ CSRP1 CUL7 CUZD1 CYS1 CYSLTR1 CYSRT1 DDX21 DHFR DHX58 DMRT3 DNPEP DPCD DRG1 DUS1L ERGIC3 ERN2 FABP5 FAM120A FAM193A FKBP1A FLOT2 FNTA FOXL2 FSD2 FTMT GCK GFRA3 GPI GPR37 GPX4 GRWD1 GSK3A GTF2H3 GULP1 H2AJ HDDC3 HS3ST2 HTR1B IFT74 IHH IL17RD IL1RAPL2 INKA1 ITIH3 KCNC2 KCP KCTD20 KDM4A KDR KRT2 KXD1 LENG9 MAP1LC3B MAPK10 MCMBP MID2 MLYCD MPL MRPL11 MRPS24 MTSS1 MUC4 MYL10 NAALAD2 NAT14 NHERF1 NPHP1 NSD2 NSDHL NYX OAZ1 OXNAD1 OXSR1 P2RY13 PARD6G PARK7 PAX7 PDX1 PELI2 PEX16 PHYHD1 PIGH PIGO PITPNM1 PIWIL2 PLCD3 PLEKHA7 PLEKHH1 POLD1 PPOX PPP2R5E PRR18 PRRT4 PSD PSMA3 PTPRG PUS3 RAB11FIP1 RBM10 RHAG RLF RNASE6 RNASEH2A RNF207 RNPS1 RUVBL2 SATB1 SCARF1 SEC61A2 SFXN2 SIK1 SIX6 SLC25A19 SLC44A2 SMCO4 SMIM7 SMOC2 SNAP91 SNTA1 SORD SOST SPATS2L STRA8 STX1A TBC1D17 TCAF1 TCF4 THBD TIMM22 TIMM8A TOMM20 TOMM70 TRAM1 TRIM25 TTYH2 TUBA4A TXNDC11 UBE2M UNC45A UQCC1 USP39 VIPAS39 WDR4 WDR41 XRCC2 YARS1 YBX3 YIPF7 YTHDF1 ZAP70 ZBTB10 ZBTB17 ZFP37 ZNF546 ZNF790 GSE2770_IL12_VS_TGFB_AND_IL12_TREATED_ACT_CD4_TCELL_2H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_IL12_VS_TGFB_AND_IL12_TREATED_ACT_CD4_TCELL_2H_DN DESI2 FAM156A MIEF1 MSRB1 ODAD4 P2RX1 P2RY12 P2RY13 P2RY2 PAPOLA PCMTD1 PDE10A PDIA3 PFKP PGAM5 PHF6 PHOX2B PIAS1 PIK3C2A PKIA PLA2G12A PLCB3 PLCE1 PLEKHF1 PON1 POU3F4 POU5F2 PPME1 PPP1R16B PPP1R9A PPP2R2A PRAF2 PRAM1 PRDM1 PRELID1 PRKACB PRKD1 PRMT6 PRPS1L1 PSMB5 PSMC4 PSMC5 PTDSS1 PTGFR PTGFRN PTGS2 PTK6 QRSL1 RAB13 RAB20 RAB42 RASA4 RBM43 RBMS1 RECQL5 RHOBTB1 RILPL2 RIMKLB RLBP1 RNASEL RNF144A RNF152 RNF19B RNF214 RPRM RTKN2 SALL3 SAMD4A SCO1 SCRT2 SEC23B SELPLG SEMA4A SEMA5A SEPTIN1 SERPINA5 SFRP1 SH2D6 SHH SHISA6 SIX3 SLC1A5 SLC22A14 SLC25A18 SLC27A4 SLC39A9 SLC43A1 SLC46A3 SLC7A5 SMG5 SMPX SMURF1 SMYD5 SNAP25 SNPH SNX3 SORBS2 SPATA19 SSTR4 ST8SIA6 STARD3NL STAT2 STOML2 STON2 STRADA STRN3 STX17 SYT17 TAAR6 TAS1R1 TAX1BP1 TCERG1 TCTN3 TDRD5 TDRD7 TEKT3 TENT4A TLR3 TMC4 TMEM132B TMEM214 TMPRSS11D TMSB15A TNFRSF21 TNKS2 TNNI1 TOB2 TPPP3 TRAPPC3 TREM1 TRIM21 TRIM69 TRMT2A TRPC5 TTF1 TTYH3 TUBD1 TWSG1 TXNL4B UBC UBE2DNL UPP1 USH2A USP11 USP12 VASH1 VPS11 VPS8 VWA5A VWF WBP4 WDR36 WDR44 WDR82 XAB2 XPOT YPEL2 ZBTB20 ZC3HC1 ZCCHC12 ZFYVE26 ZPBP GSE2770_IL12_VS_TGFB_AND_IL12_TREATED_ACT_CD4_TCELL_2H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_IL12_VS_TGFB_AND_IL12_TREATED_ACT_CD4_TCELL_2H_UP ABCD2 ABL1 ABTB1 ACP1 ACTBL2 ACTN2 ADAM30 ADAMTS6 ADM2 ADORA2B AFAP1L2 AGAP1 AGXT2 AIRN AKT1 ALDH9A1 ALG10B ALG11 ALG14 ANKK1 ANKRD33B ANKS6 AQP11 AREG ARF4 ARFGEF2 ARPP19 ATG2B ATP6V1A ATP6V1D B3GNT9 BCAM BCL2L14 BDKRB2 BGN BMP15 BOLA1 BTBD2 C2CD4C CACHD1 CAMSAP1 CAMSAP2 CARD6 CBY1 CBY3 CCDC125 CCDC152 CCDC54 CCDC61 CCDC88A CCNA2 CCNF CCNI CCR6 CD300C CD6 CDHR4 CDK13 CDK5RAP3 CDKN1C CEACAM19 CELA1 CEP57 CEP63 CEP83 CFI CHD3 CHRM1 CHRNA2 CHURC1 CLIP4 CLSTN1 CLUAP1 CNOT2 CNPY4 CNTN4 COL2A1 COMMD2 CORIN CORO1B CORO6 COX16 CPB2 CPNE4 CPSF4L CPZ CRB2 CREB3L3 CREBL2 CSMD1 CSTB CSTF1 CTBP2 CTSW CTTNBP2 CXCL3 CYP2R1 CYTH4 DACT2 DACT3 DBR1 DGKI DIDO1 DIMT1 DIO1 DLG5 DMRTA2 DMRTC1B DNAJC17 DND1 DOCK11 DPY19L3 DTL DTNBP1 DTWD2 DUOX1 E2F8 ECH1 ECSIT EDC3 GPRASP3 GRK2 LEXM NAXE PCARE PRRC2B TCF20 TOLLIP GSE2770_IL12_VS_TGFB_AND_IL12_TREATED_ACT_CD4_TCELL_48H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_IL12_VS_TGFB_AND_IL12_TREATED_ACT_CD4_TCELL_48H_DN ABHD14A ABR AGO1 AGO4 AHI1 AK7 AKR1E2 ANAPC10 ANKH ANXA10 ARHGAP6 ARHGEF12 ARL6 ARR3 ASCC2 ATF7IP2 ATP10B BATF BBS2 BCAT2 BCKDHB BCOR BMPR1A C2orf49 C8A CACNA1D CALU CARMIL3 CASP1 CASP4 CCDC110 CD40 CD70 CDC14B CDH13 CDIN1 CDKL4 CELSR2 CEP44 CHDH CKAP2 CKAP2L CKAP5 CNST COBL CSRNP2 CSTPP1 DAAM1 DCBLD1 DDX56 DENND4C DHRS3 DMRT2 DMXL2 DTWD1 DTX4 DUSP1 DUSP10 EEPD1 EIF5A2 ELOVL4 ELP5 EMILIN2 EPB41L5 EXOSC3 FAH FAM135A FARP2 FBXO10 FGFBP3 FHIP1A FHOD3 GABPB1 GCA GCOM1 GEMIN8 GGT7 GLCE GNAZ GNG3 GPCPD1 GTF2IRD1 H2BC5 HLA-B HLTF HMG20A HOMER1 IER5L IGF2BP3 IL15 IL2RB IL33 IMMP2L JRK KIAA1217 KIAA1958 KIFAP3 KLHL23 KLHL6 KSR1 LIMA1 LITAF LMO7 LY75 MAST4 MBOAT1 MCM9 MDFIC MDN1 METTL5 MFSD6L MICU3 MIGA1 MOB3B MRPS10 MTFR2 MYO6 NAMPT NDC1 NDRG1 NMNAT3 NXPE3 ODF2L PAPSS1 PARM1 PDE4DIP PIBF1 PIGP PIK3CB PLPP1 PLS1 PQBP1 RANBP17 RAP1GAP2 RASGEF1A REPIN1 REV1 RGS10 RGS13 RGS7 RGS9 RHBDD1 RMDN1 RNF144B RPH3AL RRP1B RRP9 RYK SCLT1 SEC24D SGO2 SH2D1B SH3BGRL2 SIAH2 SLC35G1 SLC37A1 SLC39A10 SLC4A8 SLC9A5 SLPI SPATA7 SREK1IP1 STAT1 SUSD4 SVIP TADA2A TCTE1 TFAP4 TGFBR3 TIRAP TMEM100 TMEM205 TNKS1BP1 TOX2 TRIM21 TRMT6 TRPM5 TSPYL5 TTC39B UBE2I UBXN2A VSNL1 VWA5A WDR35 WDSUB1 YDJC ZBTB41 ZC3H6 ZMAT3 ZMIZ1 ZNF365 ZNF395 ZNF398 ZNF446 ZNF551 ZNF704 ZNF746 ZNF770 ZNRF3 GSE2770_IL12_VS_TGFB_AND_IL12_TREATED_ACT_CD4_TCELL_48H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_IL12_VS_TGFB_AND_IL12_TREATED_ACT_CD4_TCELL_48H_UP ABCG2 ABHD17B ACO1 ACP5 ACSL1 ADAMTSL1 ADAP1 ADD3 AK3 AKIRIN1 ALDH3B1 ANXA6 AP3D1 APBB2 APOC2 ARHGAP18 ARHGEF15 ARPC2 ARSB ART4 ASNSD1 ASS1 ATF6 ATOSA ATP6AP1 ATRNL1 ATXN1 ATXN2 BANK1 BBLN BCL2L11 BRAP CALCRL CARD6 CARMIL1 CAT CBLB CD2 CD36 CD72 CD93 CDYL2 CFP CHD3 CHP1 CIPC CLCN5 CNRIP1 COL15A1 CORO1C CRAT CSPG4 DAB2IP DGKA DGKE DHX40 DNAJB11 DUSP3 DUSP4 EFCAB9 EHD2 EPPK1 FAM234B FAM43A FBXO9 FNIP2 FRRS1 FUT4 GALC GAMT GGH GK5 GMFG GPD1L GPR171 GPS2 GSN GYPC HBG2 HECA HSD17B11 HSPA12A IDE IFNAR2 IGHG1 IL10RA KCTD10 KCTD17 KCTD3 KDM5B KLF7 KMO KRAS L1CAM L3MBTL3 LCA5L LGALS9B LIFR LMO4 LPAR6 LY6D MACIR MAN1C1 MAN2B1 MCOLN2 MGST2 MKNK2 MTAP MYH9 MYL4 MYO1H MYO7A NATD1 NAV2 NID1 OAS1 OAS3 PALM PATJ PBXIP1 PEDS1 PHLPP1 PI4K2B PIK3CG PIP4P1 PIP4P2 PITHD1 PLCD3 PLEKHA1 PNPLA7 PPP2CB PRNP PRPS2 PSAP PSEN1 PSTPIP1 PTGR1 PXDC1 RAP2B RASGRP2 RDX RHBDD2 RIGI RNF115 RNF125 RNF144A RSAD2 S100A11 S1PR4 SAMHD1 SCPEP1 SDC4 SEC16B SELENOP SGTA SLAMF9 SLC16A9 SLC30A4 SLC39A8 SLC44A2 SLC49A4 SLC5A5 SLC66A2 SLCO4A1 SMAD3 SMAP1 SMCHD1 SPI1 SPN SPP1 ST14 ST3GAL6 STAC2 STAT4 STAT5A STK40 STX1A SULT1A1 SUSD1 SYS1 TBC1D14 TG TM6SF1 TMEM163 TMEM50B TMEM9B TNRC18 TPST2 TRAM2 TREML2 TRIM25 TTYH3 UBR2 USP12 USP3 VIM VPREB3 WDFY2 YPEL2 ZMYND11 GSE2770_IL12_VS_TGFB_AND_IL12_TREATED_ACT_CD4_TCELL_6H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_IL12_VS_TGFB_AND_IL12_TREATED_ACT_CD4_TCELL_6H_DN AAMP AATF ABCD3 ABHD5 ACTR3B ADGRE1 ADGRG3 ADNP ADNP2 ALCAM APRT ARHGEF7 ARID1A ARMC8 ATP5PD ATP5PO BCLAF1 BTBD1 BUB1B CALM3 CAPN3 CAPZA1 CBFB CBX1 CCDC71 CCDC91 CDK13 CENPC CGGBP1 CLEC2D CLK4 CLUAP1 CMC2 CNBP COPA COQ8A COX8A CYB5R2 CYBA DAPP1 DDX60 DENND1B DLD DNAAF1 DNAJA1 DNAJC15 DPF2 DRG1 DYNC1LI2 EAPP ECHDC3 EFCAB14 EIF3G EIF4ENIF1 EIF4G3 ENTPD1 EPS15 F7 FAM13B FCGR2A FDFT1 FGF4 FKRP FOLR1 FXR1 GALC GLIPR1 GPR65 GRB2 GRM8 HAL HDAC4 HIPK3 HK1 HLA-DQB2 HNRNPA1 HOMER2 IFI35 IGLV4-60 IKZF5 IL1RN IMMT IPO7 ITM2B JAG1 JAK3 KIAA0586 KLHDC2 LDHA LDHB LGALSL LIG4 LPAR2 LPAR6 LRRC47 MADD MAP2K3 MAP2K4 MAPK14 MDM4 MGAM MT1E MTF2 N4BP1 NAP1L1 NCOR1 NDUFS1 NFYA NGDN NLRP1 NRIP1 OAS1 OASL OLA1 OSTM1 OTUB2 PABPN1 PHIP PIAS1 PID1 PIGA PIGV PIK3R5 PLCB2 PLXNC1 POLR1D POLR1G POMZP3 PPM1D PPP2R5A PQBP1 PRUNE2 PSMB8 PTPN22 PTPRJ RAB29 RBM22 RER1 RGS13 RHBDF2 RIGI RNASE4 RNF10 RNF115 RPL14 RPL18 RPL23A RPL28 RPL7 RPL9 RPS12 RPS2 RPS26 RPS9 RSRC2 SCNM1 SEC24A SEMA4A SERPING1 SETD2 SLC19A2 SLC39A8 SMG8 SMS SMURF2 SRRM1 SRSF9 SSR4 ST20 STAG3L4 STX16 TAF12 TBL3 TCP1 TMBIM4 TMCO1 TMEM185B TMEM243 TNFRSF1A TNFSF8 TOR1AIP1 TRA2A TRA2B TRAPPC9 TRGV5 U2AF2 USP10 VAV1 VTI1B WDR11 WDR41 WDR47 YWHAB YY1 ZBTB24 ZFAND6 ZNF281 ZNF292 ZNF696 GSE2770_IL12_VS_TGFB_AND_IL12_TREATED_ACT_CD4_TCELL_6H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_IL12_VS_TGFB_AND_IL12_TREATED_ACT_CD4_TCELL_6H_UP ACD ACE ACTG1 ACTR5 ADAM20 ADAMTS2 ADD1 ADGRF1 ADGRL1 ADRB1 AFF4 AIFM1 AKR7A3 ANXA2P1 APOBEC2 ARC ARMC6 ASB8 ATAT1 B3GAT3 BCAM BHLHE41 BTN2A3P C10orf95-AS1 C3orf18 CABP1 CACNG2 CALML5 CARD14 CCDC88C CCL11 CDK4 CDK5R1 CEP112 CHM CHRM2 CLDN9 CLEC3B CLN6 COL11A2 COL1A2 COMMD3 COQ6 COQ8B CPN1 CPVL CRACDL CRISP2 CSN3 CTSA CTSG CYP26A1 CYTL1 DAO DAPK3 DCLRE1B DDX6 DHRS1 DHX38 DPYS DRD3 ERBB2 ESR1 FAM131B FAM215A FBXO24 FBXW11 FEN1 FN3K FOXB1 FOXO1 GCNT1 GGCX GJA3 GNRH1 GOLGA2P5 GPD2 GSDMD GSTM2 GYPC HCAR3 HCRT HDDC2 HMOX1 HOXD12 HSD17B2 HSD3B1 HSD3B2 HTR4 HTR7P1 IGFBP5 IGKV4-1 IL17B IL1RL2 IMPACT IMPDH2 INCENP INTS14 ITGB8 JRK KCND2 KCNE1 KCNH4 KCNN3 KCNS1 KHDRBS2 KHDRBS3 KPNA6 KRT76 LCP2 LINC01565 LIPF LRRFIP2 MALL MARK1 MFAP4 MMP1 MRPL34 MSR1 MTA2 MTARC1 MTHFR MUC1 MYCNOS NDOR1 NOX1 NPFF NRAP OGFOD3 ONECUT2 OR10C1 OR1D2 OR2B6 P2RY11 PACS2 PALLD PCDH12 PCDHA6 PCDHGC3 PDGFRB PES1 PKD1P6 POPDC2 POU6F2 PPAN PPEF1 PRDM16 PRRX2 PTGDR PYY2 RAB27B RAB6B RAG2 RASL10A RING1 RNASE3 RND2 RRAGC RTCB SARS2 SERPINI2 SH3TC1 SHH SHOX2 SLC13A4 SLC22A8 SLC27A2 SLC28A2 SLC2A4RG SLURP1 SPATA7 SS18 SULT1A2 SYDE1 SYMPK SYNGR3 SZT2 TCEA2 TCF21 TENM1 TM6SF2 TMEM214 TNK1 TPSAB1 TRO TSPAN6 TTI2 UBC VANGL1 VPREB3 WSCD1 YKT6 ZFP36 ZFPL1 ZMIZ2 ZMYM6 ZNF16 GSE2770_IL4_ACT_VS_ACT_CD4_TCELL_2H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_IL4_ACT_VS_ACT_CD4_TCELL_2H_DN ABHD17C ADAR AFMID AHCTF1 AHCYL1 AHI1 AKAP10 AKAP14 ALDH18A1 AOC3 AQP1 ARAP2 ARHGEF3 ARIH2 ARL14EP ASNS ATF3 ATF6 ATP11B ATP8B4 AXIN1 BAZ1A BEND3 BHLHE40 BLTP1 BTG1 CALCRL CARS1 CATSPERD CBLB CD200 CD300LF CDC25A CDV3 CFAP141 CFAP70 CGAS CHAMP1 CHD7 CISH CLIC4 COL7A1 CPSF6 CRY2 CYP21A1P DBT DDX11 DDX3X DNAJC21 EIF2S2 EIF3D ELL ERLIN1 ESF1 F3 FAM241A FARSB FILIP1L FOXN2 GABRP GIMAP8 GOLGA5 GPR146 GPR183 GYS1 HECTD2 HGH1 HNRNPU HUWE1 IARS1 ICAM1 IFRD1 IKZF4 IL6ST INPP5A ITPKC ITPRID2 JAK2 JAKMIP2 JUNB KCNE1 KHDC4 KLHL24 KPNB1 LARP1 LCP2 LGALS3BP LIPG LONRF1 LPP LRRC3B MAML1 MAP2K4 MAP3K14 MAPKAPK2 METTL2B MFSD2A MGAT1 MID1IP1 MNT MORC2 MTHFD1L MTHFR MTMR12 NAB1 NAT10 NDFIP1 NECAP1 NFE2L1 NFKB1 NFKBID NLRC5 NMD3 NOL8 NOP14 NR4A3 OAS2 P2RX4 PA2G4 PARP6 PARVG PDZD8 PELI1 PER1 PFKP PGS1 PHF10 PHF13 PLCL1 PLCXD2 PLEK PLSCR1 POGK POU5F1 PPP1R15A PPP1R15B PRPF38B PTAR1 PTPN1 PVT1 RABEP1 RAPGEF6 RBM15B RELB RIOX1 RNF111 RNF149 RYBP SEC63 SELENOI SELENON SESN2 SLAMF7 SLC14A1 SLC16A1 SLC1A5 SLC23A2 SLC25A33 SLC25A51 SLC38A2 SLC41A1 SLC66A2 SLC7A5 SLFN12 SPRTN SRSF10 SRSF11 ST6GALNAC6 STK40 TAMALIN TAP2 TAPBPL TBPL1 TDRD12 TIMM8A TMEM209 TMTC2 TOP1MT TRAF3 TREML2 TRIM44 TRMT6 TSC22D2 TTC39B TTLL11 TUT7 UBE2G2 UPF3A USP22 USP31 USP36 VPS54 VSIG10L WDR77 XPO6 ZBTB2 ZDHHC23 ZEB1 ZHX2 ZNF131 GSE2770_IL4_ACT_VS_ACT_CD4_TCELL_2H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_IL4_ACT_VS_ACT_CD4_TCELL_2H_UP ABCB7 ABHD5 ABRACL ACAA1 ACLY ACO1 ADH5 AK3 AMACR AP2S1 AP3B1 APEH ARFIP1 ARHGAP21 ARHGDIB BACH2 BLOC1S1 BST2 C2orf69 C4orf46 C9orf64 CAMK2G CARS2 CCDC124 CDC34 CDC7 CDS2 CIAO3 COPS7B CORO1B COX6B1 COX8A CSNK2B CTSA CYRIB DDIT4 DEF6 DHX9 DIS3L DNAJC15 DNAJC3 EBP EEIG2 EIF2B1 EIF5A2 ELOF1 ENO1 EXTL3 F2R FAAP20 FAM210B FBXW2 FCSK FKBP4 GALNT7 GM2A GMPPB GNB2 GPI GTPBP3 GUF1 GUK1 HDDC2 HELLS HES6 HOPX IFI27L2 IGSF8 INCENP ING1 JPT1 LAMTOR2 LASP1 LBR LMAN2 MACROD1 MANBA MAP3K4 MAPK14 MAPRE2 MAVS MED9 MFF MFSD1 MKNK2 MLF2 MPC2 MPHOSPH6 MPND MPPE1 MPV17L2 MRPL11 MRPL14 MRPL27 MRPL28 MRPL30 MRPL34 MRPS33 MTFP1 MTHFD2L NAA10 NAA20 NAE1 NANP NCAPH2 NCF4 NDUFA4 NDUFB3 NDUFB8 NDUFB9 NDUFS5 NFATC2 NIT2 NME7 NSF NUDT1 ORMDL2 PAGR1 PAPSS1 PARK7 PDLIM1 PEF1 PGP PGPEP1 POGLUT2 PPIB PPP1CA PPP1R21 PRDX2 PRKCB PRKD2 PRPS2 PRXL2B PTDSS2 PTPN9 PTRH1 PXN PYCARD RALB RBL2 RFC1 RFWD3 RGS10 RNF146 RP2 RPP30 RPS11 RWDD4 RXYLT1 SAR1B SASH3 SBK1 SCP2 SCRN2 SEC11C SH3BP1 SIN3B SLAIN1 SLBP SLC25A14 SLC46A1 SLF1 SLIRP SPATA13 SREK1IP1 STAM STRADA STRN SUGP1 SUMF1 TEX261 TIMM21 TMA7 TMCO3 TMEM160 TOB1 TPGS2 TRAPPC2 TRAPPC2L TRIOBP TSFM TUBB2B TUBG1 UBE2E3 UBE2T UBQLN2 UGDH UHRF1 UQCC3 VOPP1 VPS28 VPS36 WDR13 WDR53 ZFP64 ZFYVE19 ZNF229 ZNF365 ZNF493 ZNF623 GSE2770_IL4_ACT_VS_ACT_CD4_TCELL_48H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_IL4_ACT_VS_ACT_CD4_TCELL_48H_DN ABHD12 ACKR1 ACTN4 ACTR1B ADA AKAP13 AKAP8 ALPI ANKRD37 AQR ARHGAP9 ATP13A3 BRD9 BTBD8 C2orf88 CA2 CACNG7 CADM3 CAPSL CCNE1 CD2BP2 CD300LB CD4 CD69 CDC42EP3 CDC7 CDK20 CEP126 CEP83-DT CERKL CHRNE CLMP CLPB CNOT2 CRBN CST7 CTSD CYFIP1 CYRIA D2HGDH DAPP1 DHRS3 DHX34 DMAC2 DYNLT2B DYRK2 E2F7 EHF EIF4E3 EMC1 EMILIN2 ENC1 ENTPD4 EPC2 ESAM ESRRG FAM111A FAM43A FILIP1L FOXD2 FRMD5 GABBR1 GAREM1 GBA2 GGA2 GLIS2 GOT1L1 GPRC5D GPT GPX4 GSG1 HACD4 HCFC1R1 HEXB HLA-DMB HMGN5 HS1BP3 HS3ST2 IFIH1 IFT80 IGFLR1 INCENP KCNC2 KIF13A KIT KLRG1 KXD1 LGALS8 LIMD2 LLGL1 LMO2 LNX1 LTO1 LY86 LYN MAN2C1 MAP4K3 MAP7D1 MKRN1 MPLKIP MRGPRE MSN MTUS1 NEO1 NFKBIE NMU NOBOX NPTX1 NRGN OGA OSBPL7 PCM1 PCYT1A PDE4DIP PHACTR3 PHF21A PIK3R3 PILRB PINK1 PIP4K2A PLA2G7 PLD1 PLXNB2 PLXNC1 POLB POR PTPN12 PTPRC RCL1 RDM1 RGL1 RGS7 RIPK2 RNF114 RNF38 RPRD2 RRP9 RSAD2 S100PBP SCNN1G SEL1L3 SELP SERPINB7 SGO2 SIRPA SLAIN2 SLBP SLC2A13 SLC30A10 SLC38A5 SLC6A12 SLFN13 SMG1 SMPD4 SNRNP48 ST3GAL6 ST8SIA1 STMN1 SUCO SUOX SVIP SYNGR3 TBC1D10C TBC1D32 TBX20 TCN2 TEF TENT5A TET2 TGM4 THRAP3 TIMD4 TMEM132A TMLHE TNFAIP8 TNIK TNIP1 TOB1 TRAF3 TRIM34 TRIM56 TRIM8 TSPAN14 TSPYL2 TYROBP USF2 UTF1 UVSSA VAV2 VSTM4 WASHC2A WDFY2 XAF1 XRCC3 YAP1 YIPF4 ZDHHC6 ZMIZ2 ZNF296 ZNF532 GSE2770_IL4_ACT_VS_ACT_CD4_TCELL_48H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_IL4_ACT_VS_ACT_CD4_TCELL_48H_UP ABCE1 ABI2 ACO2 ACTG1 ACTL10 ACTN1 ACVRL1 AFF1 AGPAT5 AKAP11 AKR1A1 ALDOC ALS2 APIP ARHGAP21 ARHGAP22 ARPC2 ATG16L2 ATP2A2 BMI1 C12orf75 C3orf70 C9orf72 CANX CCDC158 CCNH CCNYL1 CCR1 CD81 CERS5 CISD3 CLPP CMC1 CNIH4 COX6A1 CPNE8 CREB3L2 CUL2 CYB5A CYFIP2 CYP8B1 DDX18 DIPK2A DNMBP DNTTIP2 DSEL DTNBP1 DTX4 EIF2S2 EIF3I EPM2A ERP44 FAM162A FARP2 FGF13 FHIP1B FKRP FNIP2 FUNDC1 FXYD5 GAS2L1 GATAD1 GDF5 GLCE GLIPR1L1 GMFB GOSR1 GOT2 GPD2 GPR137B GRHL3 GTF2E2 HADH HAVCR1 HLA-E HNRNPLL HPS3 HSP90B1 HTRA1 IARS1 ILDR1 ITFG1 ITGA5 ITGA8 ITPRIPL2 JPT2 KCNE5 KCNS2 KCTD14 KIF2A LARP1 LEPROTL1 LGALSL LMLN LRRC1 LZTFL1 MAN1A2 MAPK9 MAS1 MATN4 MBOAT1 MCRIP2 MEF2A MEIS2 MET METTL6 MEX3B MINDY3 MOAP1 MPZL2 MRPL15 MRPL46 MRPS31 MSC MST1 MTERF3 MTMR10 MTMR2 NAA16 NCBP2 NCOA7 NDUFAF8 NDUFS3 NDUFS4 NKRF OMD ORMDL2 PALS1 PDCD6 PDE8B PDGFA PDLIM7 PHKA2 PIGF PIK3CB PLCE1 PLPP6 PML POLR2E PPFIBP2 PPP2R2A PPP2R3C PPP4R3B PRDX4 PRELID2 PTDSS1 PTPN11 PTPRA RAC1 REPIN1 RIMKLA RIMOC1 RNASET2 RNF157 RNF217 RNF4 RPL24 RPP25 RPRD1B RTCB SDC3 SEC63 SEPSECS SGCB SH3PXD2B SLC1A4 SLC25A24 SLC25A3 SLC4A7 SLC7A8 SLC8B1 SREK1 SSR3 STX2 STXBP5 SYNRG TEX30 TFAP4 TFB2M TMEM39A TNFAIP2 TOR1B TRIB1 TTC39C TXNDC11 UBE2N UCN UMPS UQCC1 UQCRB UQCRC2 VPS37C WASHC5 WDFY4 WDR26 XBP1 ZDHHC21 ZFP36L1 ZNG1B GSE2770_IL4_ACT_VS_ACT_CD4_TCELL_6H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_IL4_ACT_VS_ACT_CD4_TCELL_6H_DN ABCC1 ABCC3 ACOX1 ACSL3 ACVR2A ADAM17 ADAT3 ANAPC7 ARHGEF2 ATP13A3-DT ATP6V0A1 ATP6V0E1 ATP6V1B2 ATP6V1C1 BIRC3 BMAL2 BTBD7 BTG3 C1QB CCNA1 CCRL2 CD276 CD40 CD63 CD82 CES1 CFLAR CRNKL1 CTNS CYP1B1 CYP51A1 DAB2 DCAF1 DNAJA1 DNAJB6 DNAJC6 DYNLL1 EED EIF2B5 EML4 EMP1 EPOP FADD FADS2 FAF2 FAM120B FAM98A FLVCR2 FUS G6PD GAS2L3 GON4L GPN2 GPR35 GPX4 GRIA2 GSR HDGF HEXIM1 HHLA2 HIP1 HPS5 HSD11B1 HSP90AA1 HSPA8 HSPB1 HSPH1 IFNAR2 IGF2R IL10RB-DT IL18R1 IL2RG IL3RA IPO9 JPT2 KCTD11 KLHL22 KMO KYNU LAMTOR3 LCMT2 LINS1 LPAR1 LPIN1 LRP12 MAF MAMLD1 MED31 MED8 METTL1 MFSD2A MGLL MOB3C MRPL20-AS1 MRPL27 MRPS31 MSC MSMO1 MTCH2 NEU1 NFE2L2 NIBAN2 NLK NLRC4 NMRAL2P NMT2 NPC1 PCID2 PCLAF PDGFC PDXK PDZD11 PHF13 PITPNA PLPP5 PPARD PSEN1 PSMA3 PSMC1 PSMD1 PSMD11 PTPRJ RAB39A RAD1 RARS1 RER1 RMI1 RNF185 RNF34 SACS SART3 SAV1 SDC4 SDF4 SENP5 SERPINB8 SIGLEC17P SLC12A6 SLC25A3 SLC26A11 SLC35B2 SLC3A2 SLC41A2 SLC43A2 SOWAHC SP4 SPAG9 SPATS2L SPRED2 STX4 TANK TARDBP THAP1 TJAP1 TJP2 TM2D2 TMED9 TMEM138 TMEM199 TMEM208 TNFRSF10D TNFRSF18 TNFRSF4 TNIP1 TNPO3 TPD52 TRAF3 TRIM55 TTC9C TUBB4B TUBB6 TXLNA UBE2A USF3 VASP VCP VDAC3 VPS50 WDR1 WSB2 XPO5 YAE1 YIPF6 YRDC ZBTB42 ZFYVE1 ZHX2 ZMIZ1-AS1 ZNF140 ZNF200 ZNF267 ZNF274 ZNF410 ZNF513 ZNF664 ZNF691 ZNF697 ZNFX1 ZSCAN29 GSE2770_IL4_ACT_VS_ACT_CD4_TCELL_6H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_IL4_ACT_VS_ACT_CD4_TCELL_6H_UP A1BG ABCA7 ABHD14B ABHD17A ACOT8 ADD3 ALAD ALDH1A1 ALDH3B1 AMT ANAPC15 ANO2 ANP32A ANXA6 AOC1 AP1M1 APEX1 APOBEC3B ARL4C ARL5A ARPIN ASGR2 ATP5ME BACE1 BCL6 BHLHE40 BMF BNIP3L C11orf21 C3orf33 CAMK2G CAPN3 CAPNS1 CIDEB CMC4 CMTM2 COPS2 COPS6 CRISPLD2 CS CTPS2 DENND1C DHPS DIS3L DMAC1 DPH7 DUSP23 DUT EIF2AK1 EPRS1 ERICH1 ERN1 ERP27 ERP29 ESYT1 EXOC4 EZR F5 FAM204A FAM216A FAM228B FBP1 FBXL17 FCGR1A FCGR1BP FGL2 FXYD5 GARS1-DT GGTA1 GIMAP2 GNG2 GPBAR1 GPR160 H2AJ HCG27 HDDC3 HDHD5 HLA-DRA HLA-DRB6 ID3 IDH3G IFI44 IFI44L IFITM1 IGFBP7 IL12RB1 JMJD1C JUP KANSL2 KBTBD11 KLF2 KLF7 LAMTOR1 LAMTOR4 LIN7A LMO4 MAP4K1 MAPRE2 MBNL1-AS1 MBOAT1 MCM5 MIB2 MIDEAS MIF4GD MPP7 MPPE1 MRPL40 MSRB2 MTX1 MZT2A NAA38 NAPSB NDST1 NDUFA10 NDUFS7 NEDD8 NEDD9 NLRC5 NMD3 NME3 NR4A1 NR4A3 NREP NUDT1 OGFOD3 OR52K3P P2RY13 P2RY8 PADI2 PCED1A PEBP1 PGAP2 PHF19 PIGS POLB POLM PRKX PSMB9 PTGS2 PTPN22 PTS R3HDM1 RAB3D RASAL3 RASGRP2 RCL1 RCSD1 REPS2 RERE RIOK3 RNF7 RPIA RWDD1 S1PR3 SASH3 SELENOP SF1 SIDT1 SIDT2 SIMC1P1 SIVA1 SLC16A6 SLC18B1 SLC25A45 SLC2A3 SLC2A4RG SLC38A10 SLC39A11 SLC9A9 SPSB3 SRSF5 STN1 STX16 SUMF2 TAGLN2 TCF3 TEX264 THYN1 TKT TLE3 TM7SF3 TMC8 TMEM39B TOE1 TOR2A TTC7A TXNDC11 UQCRC2 VAMP2 VCL VEGFA VSIG4 WAS WDR17 WDR18 ZBED10P ZNF362 ZNF91 ZSWIM7 GSE2770_TGFB_AND_IL4_ACT_VS_ACT_CD4_TCELL_2H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_TGFB_AND_IL4_ACT_VS_ACT_CD4_TCELL_2H_DN AFG1L AIFM2 AMOTL2 AP1G2 ARHGAP27 ARHGEF3 ARL8A ARMCX1 AZI2 B3GNT2 B4GALT5 BARD1 BLVRA BLZF1 BST2 C19orf25 C1GALT1 C21orf91 C4orf33 CALCOCO2 CAPN2 CCNA1 CCNK CD38 CDKN1C CDS2 CFB CHMP5 CHST12 CLIC1 CMTR1 CNDP2 CNPPD1 CRYBG1 CTTNBP2 CXCL10 CXCL11 DCTN4 DDX60 DHX58 DOP1A DRAP1 DTX3L DUSP5 DYNLT1 EIF2AK2 ELF1 ELF4 ELMO2 ENPP2 EPSTI1 ETV7 FBXO6 FBXO7 FEZ2 GCH1 GCM2 GIMAP4 GIMAP6 GMPR GNG5 GSTK1 GTF2B GTPBP1 HELZ2 HESX1 HTR2B IFI16 IFI27 IFI35 IFI44 IFI44L IFIH1 IFIT2 IFIT5 IFITM1 IFITM2 IFITM3 IL15RA INAFM1 IRF2 IRF7 IRF8 IRF9 ISG15 ISG20 KANSL3 KDM6A KHNYN KIAA0040 LAMP3 LAP3 LGALS9 LY6E MICB MLKL MNDA MOV10 MS4A6E MX2 MYD88 NABP1 NAPA NCOA7 NCSTN NFE2L1 NMI NOD1 NRBP1 NT5C3A NUB1 OAS1 OAS2 OAS3 OASL ODF3B OPTN OSBPL2 PARP10 PARP12 PARP4 PARP9 PELI1 PHACTR4 PHF11 PLSCR1 PLSCR2 PLSCR4 PPM1K PRKAG2 PTGER4 RAB5IF RAB8A RAD9A RBM7 RHEB RHEBL1 RIGI RNF175 ROPN1L RP2 RRAGC SAMD9 SAMD9L SAP30BP SAT1 SH3GLB1 SHFL SHISA5 SLC25A28 SLC37A1 SLFN12 SMCHD1 SNW1 SP100 SP110 SPATS2L SPTLC2 STAP1 STAT2 STOM SUPT3H TDRD7 TENT4A TENT5A TIPARP TM2D3 TMEM187 TMEM268 TMEM60 TNFSF10 TOR1B TRAFD1 TREX1 TRIM21 TRIM25 TRIM26 TRIM56 TRIP4 TRPC4AP TUBB2A UBE2F UBE2L6 UNC93B1 USP11 USP25 VRK2 WDFY1 XAF1 ZBP1 ZBTB43 ZCCHC2 ZNF233 ZNFX1 GSE2770_TGFB_AND_IL4_ACT_VS_ACT_CD4_TCELL_2H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_TGFB_AND_IL4_ACT_VS_ACT_CD4_TCELL_2H_UP AAK1 ABCC4 ACAA2 ACADSB ADSS2 AGAP1 AKR7A3 ANAPC16 ANKH ARHGDIB ARHGEF10 ARID5B ATG2B ATP13A3 ATP1B1 ATP6AP2 ATP6V0E1 ATRN ATXN1 BEX3 BIVM C1orf52 CAMK1 CAV1 CBX7 CCDC167 CCL22 CD164 CD3D CDHR3 CERK CFAP68 CHPT1 CKLF CMPK1 COMMD6 COQ10B CRADD CTPS2 CUTA CXCL5 DAD1 DANCR DHX57 DNAL1 DPM3 EDEM1 EEF1B2 EIF1B-AS1 EIF3F EIF3L EIF4B EPRS1 ERGIC3 ESYT1 F3 FAAH2 FAM168B FLACC1 FMR1 FOXN3 GALNT1 GCAT GLTP GPAA1 GPBP1 H3-3B HACD2 HIPK2 HLA-B HLA-C HNRNPA0 HOOK3 IER2 IGFBP6 IL13 IL1A IL1R1 IL26 IL2RB ILVBL IMMP1L ITGAE ITM2A KLF12 KLF13 KLK10 KRT10 LAPTM4B LDHAL6A LORICRIN LPGAT1 LRRC23 LTA4H LTB LYRM7 METTL9 MFSD14B MKKS MPO MRFAP1 MSX1 NAA16 NDUFA2 NDUFB1 NSMCE1 OIP5-AS1 OST4 P4HTM PABPC1 PABPC3 PABPC4 PAGR1 PAK2 PARK7 PBX4 PFDN5 PIM3 PITPNA-AS1 PNN PNRC2 POLDIP3 PPP2R3C PRDX2 PRDX5 PRKCA PRPF8 PRR13 PRXL2A PSENEN RAD52 RBL2 RCN2 RGP1 RNF144A RPL13 RPL17 RPL21 RPL27 RPL3 RPL35A RPL6 RPL7 RPS10 RPS10P5 RPS17 RPS27A RPS3 RPS3A RPS6 RPS8 RSC1A1 RUNX1 SACS SCARF2 SDF4 SELENOH SELENOS SERF2 SIGLEC15 SLC10A4 SLC35B4 SLC35D1 SLC6A1 SLC9A7 SMAP1 SMIM27 SNHG11 SNHG9 SNRNP200 SNRPN SPCS3 STAT5B STRBP STX10 SVIP TAF7 TBL1XR1 TBXAS1 TLE2 TMA7 TMED10 TMEM256 TMPO-AS1 TNFAIP8 TNFSF15 TOP2B TPCN1 TXNRD1 UBA52 UBE4B UGGT1 UQCRB USP51 ZDHHC2 ZNF410 GSE2770_TGFB_AND_IL4_ACT_VS_ACT_CD4_TCELL_48H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_TGFB_AND_IL4_ACT_VS_ACT_CD4_TCELL_48H_DN ABHD14B ADD3 ALAD ALDH1A1 AMT ANAPC15 ANKDD1A ANP32A ANXA6 ARF5 ARHGAP1 ARHGEF9 ARMH1 ARPIN ASB13 ASGR1 ASGR2 ATG16L2 AVEN BABAM1 BCL6 BIN2 BMF BRPF1 C11orf21 C3orf33 C7orf31 CALM2 CAMK1 CAPNS1 CCDC6 CCDC85B CCNQ CD37 CDC40 CDKN2D CELF2 CHPT1 CLEC11A CLSTN1 CMTM7 COMMD1 COMT COX6C CPNE3 CPPED1 CRISPLD2 CTSO CYP2J2 DCPS DCTN3 DENND1C DGKG DIS3L DNMT3A EIF2S3 ERICH1 ERMN ESYT1 FAM118A FAM216A FAM53B FBP1 FBXL17 FCGR1A FGL2 FN3KRP FXYD5 FXYD6 GALT GAPDH GARS1-DT GDI2 GGTA1 GNAS GNG2 GPD1L GPR65 H2AJ HDDC3 HDHD5 HEBP2 HMGN2 HOXB5 HVCN1 IDH3G IDUA IFI44 IFI44L IFITM1 IGFBP7 IL12RB1 ITGA4 KBTBD11 KCMF1 KLF2 KLF7 LAMTOR1 LAPTM5 LIN7A LRMDA MAP4K1 MED30 MLST8 MMP25 MPG MPP7 MPPE1 MPZL3 MRPL40 MRPL48 MTMR1 MTX1 MZT2A NAA38 NAPRT NAPSB NAT14 NDRG3 NDST1 NDUFA10 NDUFB1 NDUFS7 NMD3 NR4A1 NREP NRGN NRIP1 NRTN NUDT3 OR52K3P OXA1L P2RY13 PADI2 PCIF1 PHAF1 PIGS PLBD1 POLM PRKCE PSMB9 PSMG2 PTP4A1 PTP4A2 PTPN22 PYGL RAB27A RAB3D RASGRP2 RASSF2 RBMS1 REX1BD RPRD2 S1PR3 SAMD4A SAT2 SIDT1 SIN3B SLC18B1 SLF1 SNTB1 SRRM5 SSBP4 STX11 SURF1 TACC3 TBCD TCN2 TESK2 THUMPD2 THYN1 TIGD3 TLE3 TLR6 TM7SF3 TMC8 TMEM14C TMEM170B TMEM219 TMX4 TRAPPC1 TRDMT1 TRIM8 TTC7A TXNDC11 UBE2D2 UBTF VAMP5 VCL VEGFA VSIG4 WDR91 ZBED10P ZBTB18 ZFP36 ZG16B ZNF652 ZNF865 GSE2770_TGFB_AND_IL4_ACT_VS_ACT_CD4_TCELL_48H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_TGFB_AND_IL4_ACT_VS_ACT_CD4_TCELL_48H_UP ABCC1 ACOX3 ACTR3 ADAM17 ADAMDEC1 ADIPOR2 ALCAM AMPD3 AP3D1 ARCN1 ARFGAP3 ARHGAP31 ATL1 ATP13A3-DT ATP6V0E1 ATP6V1B2 ATP6V1C1 ATP6V1H AVIL B2M BANP BCO2 C12orf4 C1orf122 C3 C8orf76 CCR5 CCRL2 CD274 CD2BP2 CD63 CDKN1A CEP162 CFAP46 CISH CLCN7 COLCA1 CPM CREG1 CRIM1 CSRNP2 CTNS CTSB CTSH CYP51A1 DCAF1 DGAT2 DNAJA1 DNAJB11 DPH3 DUSP5 DYNC1H1 DYNLL1 E2F6 EIF2B2 EML4 ERI1 EYA3 GCLM GNPDA2 GON4L GPATCH3 GPN2 GPR35 GSTO1 GTF2A1 GTF3C6 HCP5 HIVEP2 HK2 HLA-A HLA-B HMGCL HSP90AA1 HSP90AB1 HSPA8 IGF2R IL1A IL1B IL2RG IRF4 ITGA5 KCNE1 KCNN4 KLLN KMO KRT75 KYNU LAMTOR3 LGMN LINS1 LMAN2L LRP10 MED12 MED31 MED8 METTL1 MFAP1 MFSD2A MIR3142HG MLLT6 MOB3C MRPL27 MSC-AS1 MSMO1 MYO1B NDUFV2 NEU1 NFE2L2 NLRC3 NMRAL2P NPC1 NT5C1B OSGIN2 PAFAH1B1 PDXK PELO PIK3R5 PIM1 PJA1 PLEKHB2 POLR2A POMP PPP1R18 PSMA1 PSMA3 PSMA5 PSMB2 PSMB7 PSMC1 PSMD1 PSMD11 PSMD14 PTGFR PTPN12 RAB13 RAB7A RAD1 RAPSN RHOU RNF13 RPA2 RSAD2 RTP4 SAV1 SDC4 SERPINB2 SERPINB8 SH3GLB1 SH3TC2 SLC1A3 SLC35F5 SLC41A2 SLC43A3 SLC9B2 SNX9 SPAG9 SQOR SRP54 STARD8 STK17A STX3 SUSD6 TANK TDP2 TEX10 TGS1 TM2D2 TMEM199 TNF TNFAIP8 TNFRSF10D TNFRSF18 TNFRSF4 TNIP1 TRAV8-3 TRIM21 TRPC3 TSC22D1 TUBB6 TXLNA UBE2A UBL5 UBR4 UNK VCP VPS9D1 YIPF6 ZC3H12C ZFYVE1 ZNF140 ZNF200 ZNF267 ZNF513 ZNF557 ZNF691 ZNF710 ZNF785 ZNF879 ZSWIM8 GSE2770_TGFB_AND_IL4_ACT_VS_ACT_CD4_TCELL_6H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_TGFB_AND_IL4_ACT_VS_ACT_CD4_TCELL_6H_DN ABTB3 ADAM9 AHCYL1 AIG1 AKAP17A APEH API5 ARL3 ASF1A ATP5MC3 ATP6AP1 ATP6V0E1 ATXN1L BFAR BPNT2 BRD8 BTAF1 CAPN7 CCDC77 CCDC90B CCDC96 CCT6A CDKN2B CENPE CEP104 CEP85 CHCHD7 CHP1 CLBA1 COG5 COPS7B COQ10A COQ5 COX6A1 CRYBG2 CSNK2A2 CXCL16 CYP2U1 DALRD3 DBT DCLRE1A DCLRE1B DDI2 DLD DPY19L2P2 DUSP23 EBNA1BP2 ELOVL4 EMC1 EMSY ENGASE ENSG00000215022 EXT1 FAM76A FBXW9 FLVCR1 GIGYF2 GJA3 GON7 GPR108 GPR155 GTF3C5 GTPBP4 H2AC6 H4C3 HEY1 HOMER1 HPCAL1 HSD17B12 IGSF9B ING5 INPP5B INSIG2 INTS2 ISL2 ITSN1 JAM3 KCTD13 KLHL25 LAPTM4A LINC02693 LMAN2 LSR LUZP1 MAD2L2 MAPK14 MARS2 MED23 METTL23 MFSD14B MIPEP MPC1 MPZL3 MRPL35 MRPS10 MRS2 MTFR2 MYH3 MYO9A NAMPT NELFE NLGN2 NOP10 P3H1 PACSIN2 PAPOLG PAQR8 PCGF3 PDE6D PILRB PIP4K2C PIP5K1C PLS1 POC5 POLE2 POU2F1 PSMD11 PURB PYGO2 RAB36 RAB7A RANBP2 RELA RELB RFC2 RHBDD3 RIOK2 RIOK3 RNF146 RNF181 RNF26 RNF4 RPAIN RPL36 RPRD1A SAR1B SEC16A SERAC1 SIVA1 SKP1 SLC2A6 SLC31A2 SMIM8 SNAI3-AS1 SNAPC2 SNAPIN SNIP1 SNRNP48 SRP54 SSH1 STK38L STRBP SYNGR2 SYNJ1 TASP1 TBC1D8 TBCEL TEAD1 TEX261 TFAM TFEB THEM6 THOC1 TM2D3 TMEM11 TMEM120B TMEM127 TMEM208 TNKS TPRKB TRAF6 TRAPPC9 TRIM4 TRPV1 TSR1 TTC3 TTPAL TWNK TXLNG UBALD1 UBL5 UCN UQCRC2 URB1 USP9X WASHC4 WBP11 WDR89 WIPI2 YAP1 ZFAND6 ZIK1 ZNF252P-AS1 ZNF267 ZNF550 ZNF654 ZNF691 GSE2770_TGFB_AND_IL4_ACT_VS_ACT_CD4_TCELL_6H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_TGFB_AND_IL4_ACT_VS_ACT_CD4_TCELL_6H_UP ACE ACP6 ACTB AFF1 AK3 AKIRIN2 ALKBH6 APBB1 ARHGEF3 ARID1A ATP8B2 BBS2 BCL2A1 C10orf95-AS1 CARMIL2 CBR3 CCNL1 CCR8 CD101 CDC42 CDK6 CERS5 CHURC1 CIZ1 CMPK1 CMPK2 CMTR1 COMMD1 COMMD4 COX18 COX8A CPQ CSDE1 CXCR6 CYP4V2 DAZAP2 DCAF15 DCPS DDX17 DHFR DHX35 DNPH1 DPP7 DPYSL2 DUS3L DUSP1 DYNLL2 ECSIT EIF4E3 ELOVL1 EOGT EPHA1-AS1 EPRS1 ERP27 ESD EWSR1 EXOSC10 FAM162A FAM171A1 FAM217B FAM226B FBXL8 FBXO4 FCGRT FURIN GGT1 GGTLC2 GMEB2 GRK2 GTF2I HACD1 HAR1A HAUS4 HDHD2 HEBP2 HECA HNRNPA2B1 HNRNPU HSD17B11 IGHD IL12RB2 INO80E INTS3 ITGAV ITM2B KANSL1 KLHL6 LDB1 LMBR1L LRRC41 MACROH2A2 MDM2 MED10 MED24 MID2 MINK1 MIR4435-2HG MKI67 MMP24 MPRIP MT1H MT1HL1 MT2A MYBL1 NBN NCBP2AS2 NCF2 NDUFB2-AS1 NDUFS2 NFU1 NSUN5P1 NT5DC1 NUP205 PANX1 PARVB PBX3 PDE3B PET117 PEX14 PHC1 PHYKPL PLEKHB1 PLEKHM2 PLIN2 PPA2 PPBP PPP1CA PPP1R9B PPP2R5A PRKAG2-AS1 PTBP3 PTP4A3 RABL3 RASSF2 RBCK1 REC8 REPIN1 RHOF RILPL2 RIPK3 RNF44 RNPEPL1 ROBO3 SAFB2 SCCPDH SEMA3G SENP7 SEPSECS SHKBP1 SLC25A15 SLC35F2 SLC46A3 SMAD2 SMAP1 SMIM19 SMIM20 SMIM27 SMYD2 SNRNP35 SNX10 SPAG7 STAG1 STIM1 SUN2 TAOK2 TBCB TESPA1 TLR10 TMEM116 TMEM143 TMF1 TNFAIP8 TNFRSF18 TNFRSF1A TRABD TRMT11 TTC32 TTC39B TUBA1B UBA5 UBE2D3 UBTF ULK3 UPP1 URI1 UROD USE1 USP7 VNN2 VPS28 WAS WASF2 WDR6 WNK1 XRCC1 YWHAH ZNF395 ZNF652 GSE2770_TGFB_AND_IL4_VS_IL12_TREATED_ACT_CD4_TCELL_2H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_TGFB_AND_IL4_VS_IL12_TREATED_ACT_CD4_TCELL_2H_DN AACS ADAM8 ALDH8A1 ALK ANK3 ANKS1A ANXA7 AP5Z1 AREG ARFGAP1 ARIH2 ARPP19 ASCC1 ATF3 BCL2A1 BRINP3 BTBD18 BTG2 C15orf48 C6orf52 CAB39L CALCB CAPG CCRL2 CD38 CD3D CD6 CEBPB CHRNG CIRBP CLCF1 CLEC16A CLIC5 CMPK2 CMTM1 CNNM1 CNPPD1 CPQ CSNK1E CSRNP1 CTSK CTSL CYB5R1 CYP20A1 CYSLTR1 CYTIP DBH-AS1 DCUN1D3 DDAH2 DDIT3 DDIT4 DEF8 DEGS1 DENND1B DERL1 DESI1 DNAJB2 DRAM1 DUSP4 EBI3 EDNRB-AS1 EGR1 ELMOD3 ETV6 EXOC3-AS1 FADS3 FAM114A2 FAM193B FAM241B FES GALNT4 GHRH GLS GNA12 GNAS GPR68 GRB10 HBEGF HCAR1 HGSNAT HOMER1 IER5 IFIT2 IL2RB INPP5A IRAK2 IRGQ ITPKC ITPR2 JUN KCTD11 KCTD2 KIF13B KLC1 LACC1 LAG3 LEPR LOXHD1 LRIF1 LTC4S LYST MAEA MAFF MAPKAPK2 MAST4 MBD6 MBOAT7 MDM2 METRNL MFHAS1 MIR663AHG MOCOS NAMPT NFE2L1 NFKBIZ NOD2 NOP14-AS1 NR4A2 NRN1 OASL P4HA2 PBOV1 PDE3B PDE4D PDGFA PELI1 PHLDA1 PIGG PLAUR PLEKHM2 PLXNA1 PPIP5K1 PPM1F PPP1R16B PSME4 PTGER4 RABAC1 RAP1A RASAL3 RDH10 RETSAT RIN2 RNASEK RNF19A RSAD2 RUBCN RXRA SAMSN1 SATB1 SCARNA17 SDF4 SELENOS SERPINC1 SFT2D2 SH2D2A SLC25A44 SLC31A2 SLC66A1L SLC7A11 SLC7A5 SLCO5A1 SMAD6 SMIM17 SOCS1 SOCS5 ST3GAL2 STAT3 STX1A TANK TBC1D9B TIMP1 TLE3 TMED9 TMEM200A TMEM205 TMEM225B TMIGD2 TNFRSF18 TNFRSF9 TOB2 TSPOAP1 TUBB2A UBC VEGFA VRTN WNK1 ZFYVE21 ZNF140 ZNF222 ZNF329 ZNF439 ZNF549 ZNF557 ZNF559 ZNF561 ZNF563 ZSCAN32 GSE2770_TGFB_AND_IL4_VS_IL12_TREATED_ACT_CD4_TCELL_2H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_TGFB_AND_IL4_VS_IL12_TREATED_ACT_CD4_TCELL_2H_UP ABHD11 ACTMAP ADA ADAM20 AGBL5 AGMAT AGO1 ANAPC5 APEX1 ARMC12 ARPC5 ASB9 ATP1A1 BLMH C11orf21 CABS1 CCL25 CEP44 COL19A1 CORIN COX6C COX7C CRCP CRIPT CSTF1 CTDSP2 CTSE CYB5R4 DDX11 DGKH DHRS11 DNAJA3 DNAJC14 DRG2 DUSP7 EBPL EEF1B2 EIF2B2 EIF3D EIF3F EIF5A2 ELAVL2 ENTHD1 EPHA1 ERICH1 FAM151A FAM217B FAM236A FAP FLOT2 FSTL4 GABRA2 GABRG1 GMFG GNG10 GPR137C GTF2E2 GYPC HACD4 HAUS4 HDAC8 HDDC2 HEXIM2 HGFAC HMX2 HUS1 IDO1 ING1 INIP INSL6 ITGA6 KAT8 KCNJ5 KIFAP3 KLK5 LDLRAD4-AS1 LIMS1 LINC00310 LINC00628 LINC00917 LINC01312 LONRF2 LRIG3 LRRTM4 LST1 MAGEB6 MAGI2-AS3 MAP1A MAP2K4 MAP2K6 MAP7D1 MARS2 MCUB METTL21A MMP19 MORF4L2-AS1 MPRIP MRPL42 MSL1 NAAA NACA NAT10 NDUFA10 NDUFAF5 NGFR NHLRC3 NIPAL1 NLRP11 NSA2 NT5M NUP214 OBP2A OLR1 OPA1 OR7C2 OSBPL9 PDCD6IP PHF10 PHIP PIBF1 PIGC PLA2G12A PNPO POLR1D POU6F2 PRM3 PURG RAB28 RAD51D RAP1GAP2 RASA3 RBM19 RBPMS2 RCSD1 RENBP RHOT2 RMDN1 RNPC3 RPL11 RPL12 RPL13A RPL15 RPL19 RPL29 RPL3 RPL32 RPL35A RPL7A RPS15A SCN1A SFXN4 SH3BP1 SH3BP5 SLC25A14 SLC25A4 SLC35F1 SLCO3A1 SMG8 SNAPC5 SNHG29 SNHG32 SNHG6 SNX4 SRI ST7L TANC1 TANC2 TAPT1 TCEA1 THOC5 TIGD1 TKT TMCO1-AS1 TMEM204 TMSB15B-AS1 TNNI3K TRIM37 TSPAN18 TTLL5 TXK TYSND1 TYW3 UFC1 USF2 VENTX VPS72 WASF3 WDR1 WFDC10A XGY2 ZFAND1 ZFAS1 ZFP64 ZNF41 ZNF414 ZNHIT3 GSE2770_TGFB_AND_IL4_VS_IL12_TREATED_ACT_CD4_TCELL_48H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_TGFB_AND_IL4_VS_IL12_TREATED_ACT_CD4_TCELL_48H_DN ABHD17B ACAA2 ACTG1 ADAR ADCY3 ADGRE1 ADM AGO2 AIP AKAP1 AKAP8 ALG8 ALYREF AMD1 APOBEC3C ARHGAP1 ARHGAP17 ARID3B ARMCX3 ATP10A ATP8B2 BACH2 BAG3 BAK1 BEX4 BIRC5 BTG2 C12orf75 CALHM2 CAMK1D CBR3 CCL4 CCNH CCR9 CD70 CDC25B CDK12 CDK5R1 CKAP4 CLIP1 CPPED1 CPQ CREM CTPS1 CXCR6 DCAF4 DCTN5 DCTN6 DDB2 DDX39A DDX6 DLL1 DNAJA2 DNAJB11 DNAJB9 DNAJC9 DNMT3A DPF2 DPYSL2 DYNLL2 ECI1 EIF2AK2 EIF3A EIF4E3 ELL ENSG00000291211 EPHX2 FAM110A FCER1A FCRL2 FNDC3A FOSL2 FOXP1 FRAT2 FURIN GBE1 GNB5 GPR137B GPR65 HECTD1 HSPA14 HSPE1 ID3 IGHD IKBKE IKZF2 IL10RA IL12RB2 IL18R1 IRGQ ITCH ITM2B JMJD6 KCNAB2 KDM6A KIF18A LANCL2 LGALS8 LPP LRCH1 LTA LYSMD2 MAN2A1 MCM7 MCMBP MEX3C MIATNB MICALL1 MIDN MLLT11 MRPL23 MRPL54 MSI2 MTHFD2 NAP1L4 NCK2 NCKAP1L NDEL1 NDUFB8 NSMAF NUP50 OTUB1 PARVB PATL2 PHLDA1 PICALM PIK3R5 PITPNC1 PJA1 PLEKHO2 PLOD3 POLE4 POLR1D PPBP PPIF PRSS23 PSMG4 PTMA PTRHD1 QSER1 RAB21 RABGAP1L RABL3 RAP1B RBM39 RCBTB2 RHOG RMND5A RNF19B RNF7 RPTOR RSBN1L SCAMP1 SFN SGK1 SIGIRR SIK1 SIK2 SINHCAF SKAP1 SLC12A7 SLC7A1 SLCO3A1 SMAD7 SMIM3 SMYD2 SOCS1 SOD2 SRSF3 SUN2 SV2A SYNM TASOR2 TENT4A TENT5A TEX10 TICAM1 TNFAIP8L2 TNFRSF1A TOR1A TP53INP2 TRABD TRBV24-1 TRIB1 TUBA1B TUBB TXNDC17 U2AF2 UBC UBP1 USP24 UTP18 VPS51 WDR74 YY1AP1 ZFP36 ZNF512B ZNF792 ZNF827 GSE2770_TGFB_AND_IL4_VS_IL12_TREATED_ACT_CD4_TCELL_48H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_TGFB_AND_IL4_VS_IL12_TREATED_ACT_CD4_TCELL_48H_UP ABHD14B ACAP1 ACBD6 ACOT8 ACYP2 AMT ANAPC13 ANKRD50 ANP32A AP2M1 APBB1IP APBB3 APMAP ARF5 ARHGAP27 ARL5A ARRB2 ASGR1 ASGR2 BACE1 BCL2L11 BPI CAMK2D CAMK2G CAPNS1 CCDC88C CD37 CDC40 CDK5 CHPT1 CIDEB CLEC11A CLEC3B CLEC4G CMTM2 CNNM2 CRISPLD2 CST5 CSTL1 CTDSPL CYP2J2 CYSLTR1 DCAF8 DCTN3 DIS3L DNMT3A DOCK5 EIF2AK1 EIF2D EIF3LP3 ERP29 EXOC4 F5 FAF1 FAM204A FAM216A FBXL17 FBXO42 FCGRT FN3KRP GAS5 GCHFR GGTA1 GMPS GPBAR1 GPD1L GRK3 H2AJ H2AZ2 HACL1 HADHA HAGH HMGB1 HMGB2 HNRNPA1L2 IDH3G IFT20 IFT52 INPP5K JMY KBTBD11 KCMF1 KDM3A KLF2 KLF7 KMT5A LAS1L LIN7A LINC00528 LINC01003 LINC02209 LINC02724 MAP3K1 MAP3K6 MAP4K1 MAPK3 MAPRE2 MARCHF6 MBOAT1 MBTPS1 MGMT MIF4GD MLST8 MPPE1 MRPL40 MSRB2 MUSTN1 NAXE NDRG3 NFATC2IP NR4A1 NREP NRIP1 NUDT1 NUDT18 NUP93 NXT1 OAT P2RY8 PADI4 PAFAH1B3 PCIF1 PEBP1 PHKA2 PIGS PIGX PIK3R2 PIP4K2A POLE3 POLM PPIL3 PPT1 PRR7 PTP4A1 PTPN18 PUSL1 PYGL R3HDM1 RAB3D RAB40C RCL1 RGS14 RHOT1 RNF135 RNF44 RPL23 RSAD1 S1PR3 SF3A1 SH2B3 SH3BGRL SH3BP2 SIDT2 SLC18B1 SLC25A29 SLC2A4RG SLC66A3 SMIM27 SNRPA SNTB1 SOSTDC1 SPATA6 SRM SRP14 STAT5B STN1 STX16 SYN2 TAPBPL TKT TLE3 TM7SF3 TMC8 TMEM14C TMEM183A TMEM219 TMEM39B TRAM2 TRAPPC1 TTC38 UBE2E3 UROS VAMP8 VCL VEGFA VENTX VSIG4 WBP11 WDFY2 WDR18 XPA XPO7 ZCCHC24 ZG16B ZNF185 ZNF362 ZNF395 ZNRD2 GSE2770_TGFB_AND_IL4_VS_IL12_TREATED_ACT_CD4_TCELL_6H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_TGFB_AND_IL4_VS_IL12_TREATED_ACT_CD4_TCELL_6H_DN ACOT7 ACP1 ACY1 ADH5 AFP AK4 AKT1S1 ASCC2 ASNS ATF6 ATF6B ATP5MC2 ATP5PF B3GNT2 BCAP29 BICDL1 BMI1 C6orf89 C7orf25 CA12 CARNMT1 CASP2 CCDC107 CCDC116 CCDC6 CCT4 CDC14B CDC23 CDC26 CDIN1 CDK2AP1 CEBPG CENPV CHML CLIC4 COASY CPOX CRYBG1 DBP DCTPP1 DDT DGAT2 DHX35 DLAT DNAJC11 DPAGT1 DPH6 DPP3 DUSP12 DUSP5 ECD EGLN3 EIF3B EXOC4 FABP5 FADS6 FAM89B FBXO45 FOXO3 FTX GATC GCAT GCSH GFER GLMN GNAQ GNPAT GPR68 GRAMD1B GRHL1 GSE1 GTF2H2 HACD2 HARBI1 HIRIP3 HLCS HNRNPA0 HPF1 HRAS HYPK IARS2 IL1RAP IL21 IPO11 ISYNA1 KLF11 KLF16 KNOP1 KPNA2 KTN1 L2HGDH LIPT1 LONRF1 LRP8 MAGOHB MDC1 MEMO1 MESD METTL2B MID1IP1 MKRN2 MLF2 MMACHC MRPL15 MRPL38 MRPL40 MRPS21 MSL3 MTA1 N4BP2 NDOR1 NDUFA13 NDUFAF6 NDUFC2 NETO2 NHP2 NUDT19 NUDT5 NUP205 PDS5B PECR PFDN4 PGLS PGM3 PHF10 PKM PLXND1 POLDIP2 POLR2I PPARGC1B PRDX2 PRDX3 PTAR1 PTP4A3 PYCR3 RDH11 RMND5A RNF11 RPL22 RPL24 RPL3 RPP25 RREB1 RUFY3 SAC3D1 SAE1 SAMD1 SAP30 SAV1 SEPTIN11 SETD7 SH3RF1 SIGMAR1 SIL1 SLC19A2 SLC25A15 SLC35F2 SLC39A11 SND1 SNHG3 SOAT2 SPRYD7 SPTSSA SSBP1 STX11 SUPT3H TAF4 TALDO1 TANC2 TBPL1 TDP1 THOC7 TMEM209 TMEM238 TMEM68 TRIM32 TRIP13 TRMT5 TRUB1 TSEN54 TTC4 TTLL12 TUBA3C TUBB6 UBAC2 UBE2E2 UBE2E3 UQCC6 UQCRQ USP10 UTP20 XPC XXYLT1 ZBTB26 ZBTB44 ZMYM1 ZNF428 ZNF511 ZNF771 GSE2770_TGFB_AND_IL4_VS_IL12_TREATED_ACT_CD4_TCELL_6H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_TGFB_AND_IL4_VS_IL12_TREATED_ACT_CD4_TCELL_6H_UP AAK1 ABCA7 ACAP1 ACTG1 ACTN1 ACTR1A AFF1 AKAP13 AKR1A1 ALPK3 AP3D1 APAF1 ARHGAP15 ARHGAP30 ARHGAP45 ARL6IP5 ARSA ASB11 ASXL2 ATF3 ATOSA ATP6AP2 ATXN1L BAZ2B BIRC3 BTG2 C19orf38 C2orf88 C9orf85 CCNL1 CDKN2D CERT1 CLEC16A CNTRL COG4 COG8 COL9A3 COPA CSRNP1 CTSO CTSS CTSW DDX42 DDX50 DIP2B DOCK8 DOK2 E4F1 ECM1 EEIG1 EGR2 EGR3 EPSTI1 F2R FBXO33 FILIP1L FLOT2 FNBP4 FOSL2 FRMD4B FYCO1 GATA1 GBP7 GCC1 GFI1 GIMAP4 GIT2 GPR146 GPR162 GPR171 GPR183 GPSM3 GSAP HPCAL1 HYCC2 IFI27L2 IFI35 IKZF1 IL6ST INPP1 INPP5K IQGAP1 IRF8 KBTBD11 KHDC3L KIAA0040 KIN KLF2 KLF7 KMT2E LAMB3 LARP7 LBR LCP2 LGALS7 LGALS8 LPAR6 LRCH3 LRP10 LRP3 MADD MAN2B1 MARCKSL1 MATK MGAT4A MLEC MON2 MPPE1 MSN MYCBP2 MYH9 NAPG NEK8 NFATC2IP NGDN NPC2 NR4A2 OSBPL9 PABIR1 PAG1 PAK1 PARP14 PARP9 PDE1B PDE4B PEA15 PEAK1 PHC1 PHKG2 PJA1 PLCG1 PLD3 PLEKHG2 PRKCQ PSME4 PTGER4 PTPN12 PTPN18 PTTG1 RASGRP1 RBM5 RC3H2 RGS10 RIOK3 RIPK2 RMND5B RNF213 RSU1 RTP4 RUNDC1 SAMD9L SARAF SBNO2 SCML4 SDCBP SDF2 SEC23B SIDT2 SKAP2 SLC25A14 SLC35B3 SLC39A1 SLC44A1 SMPDL3A SNRK SOCS1 SPAG9 STAMBPL1 STAP1 STX5 SULF2 SUN2 SYNPO TAPBP TATDN2 TDRP TNIK TRIB2 TRIM21 TRIM25 TTLL3 TTPAL TUBA1A TUBB2B UGDH UQCC3 UROD USP18 VPS13D WDR26 WIPF1 WWP2 XKRX ZBP1 ZC3H11A ZCCHC8 ZDHHC5 ZNF260 ZNRF1 ZZEF1 GSE2770_TGFB_AND_IL4_VS_IL4_TREATED_ACT_CD4_TCELL_2H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_TGFB_AND_IL4_VS_IL4_TREATED_ACT_CD4_TCELL_2H_DN ACADL ACER3 ACSL4 AFP AGFG1 AGPAT5 AHR ALDH18A1 AMIGO1 ANGPT2 ANO4 ANP32E APOF ARCN1 ARMH3 ART1 ASIC5 ATP11C B3GNT6 B9D1 BANF1 BCAP29 BNIP5 C16orf74 C18orf32 C1orf105 C4orf19 C9orf43 CA5B CALU CAPZA2 CAST CCL28 CD93 CDCP1 CDH5 CDKL2 CDR2 CDR2L CEND1 CHUK CLTC CMKLR2 CNEP1R1 CRTC2 CSNK2A1 CUL3 CXADR CYP51A1 DEFB116 DLX1 DPH6 DSCAM DYNLT5 EDEM1 ELP6 EMX2 ENSG00000285566 ENTPD1 EPHA4 ERCC8 ERG ERI1 F12 FAM156A FAM83G FARP2 FNDC5 FOXL2 FRA10AC1 FRMPD2 GADD45B GAN GAS2L2 GFM2 GGT5 GPR35 GTF2H5 GUCA1B HK1 HMGCR HOXD10 HRCT1 HRK HS3ST3B1 HSPB7 HUS1 IL17RC IL25 INAVA INHBB INHBE IP6K3 IWS1 JPH1 KCNK15 KCNT1 KCP KCTD16 KLHL2 KNTC1 KRT25 KRT33B LATS1 LHB LIX1 LRFN1 LRP8 LRRIQ4 LSM5 MAMLD1 MAPK6 MARCHF3 MDH2 MED27 MIER1 MIER3 MIF MMGT1 MPP2 MPP4 MRAP2 MRPS10 MSMO1 NAA15 NUP58 ODC1 ORMDL3 PAM16 PDCD5 PDE1A PDXP PER2 PGK2 PLCXD3 PMCH PMVK POLE2 PPIE PPP6C PRAMEF12 PSMA4 PUS7 RAB2A RASAL1 RBSN RFK RIPK4 RIPPLY3 RNF186 RNPS1 S100A16 SBK1 SERBP1 SESTD1 SFTPC SGCG SH3RF2 SLC13A5 SLC25A16 SLC2A13 SLIT3 SNIP1 SNPH SOCS3 SOCS6 SOS2 SPACA4 SPATA24 SPINT4 SPTB SRC ST3GAL6 STIM2 TARDBP TGDS THBS3 TIMM17B TINF2 TLCD3A TM9SF3 TMEM209 TMPRSS13 UBFD1 UNC5C UXS1 VAT1L VEGFD VIL1 VMA21 VPS36 VWA7 WAC WASF3 WDR47 XPOT YWHAZ ZDHHC2 ZNF462 ZNG1B GSE2770_TGFB_AND_IL4_VS_IL4_TREATED_ACT_CD4_TCELL_2H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_TGFB_AND_IL4_VS_IL4_TREATED_ACT_CD4_TCELL_2H_UP ACAA2 AKAP12 ANKRD13D ANXA8 AP3B1 APEX1 ARL4D ARMC2 ART4 ASAP3 ATMIN ATP1A3 BACE2 BCKDHA BCO2 C12orf57 C19orf12 C4orf51 CABS1 CACNB4 CAPN5 CARD6 CATSPERD CBX2 CCDC198 CCDC28A CCDC28B CCKBR CCNDBP1 CCR6 CD109 CD1D CD7 CD79B CDH3 CEL CELSR3 CEP83-DT CEP95 CFAP251 CHRNA9 CLUAP1 COL26A1 CPLX1 CPNE4 CREBBP CRYGS CRYZL1 DES DOP1B DTX3 DYM EBI3 EDN2 ELAVL4 ELF2 ELP3 EPB41L1 EXTL1 FAM110D FAT1 FGD2 FHL1 FILIP1L FMO5 FNDC7 FOXRED2 GAD1 GARIN3 GCFC2 GIT2 GLB1 GOLT1A GPANK1 GRAP GRIK5 GRIN3B HACD2 HAUS1 HEPACAM2 HIP1R HLA-DMA HNF4A HPCAL4 HVCN1 ID4 IFT172 IFT74 IL4I1 INKA2 IST1 KAT8 KCNH1 KREMEN1 KRTCAP3 LCLAT1 LIFR MAP1LC3B MEIS3 METTL8 MPG MS4A6A MTA1 NAGA NENF NKX3-1 NLRP5 NNMT NPY2R NRIP3 NUDT16 NUDT6 NUMA1 OGN OSCP1 OTX1 PACS1 PCDHB15 PDC PDCD2L PGC PKDREJ PKN3 PLA2G4C PLEKHN1 PPCDC PRKACB PRPF6 PRR5L PRSS55 PTPN1 PTPN13 PTPN18 RABAC1 RCN1 REEP6 RENBP RETSAT RFTN1 RFX5 RNASE4 RNF130 RNF167 RSPH14 RXRA S100A10 SCML4 SCN1B SCNN1G SCP2D1 SEC14L2 SERPINC1 SIK3 SIRT5 SLC25A45 SLC35F6 SLC8B1 SNHG32 SNRK SPO11 SQOR SSH3 STARD3 STAT4 STX2 STXBP4 SULT6B1 SUN3 SYNJ2 SYT7 TACC2 TAFA1 TBC1D22A TEX48 THAP11 THAP2 TIFAB TMEM138 TMEM234 TMEM63A TNN TPP1 TRIM10 TRPC7 TSPAN32 TTC21B TXNRD2 TYK2 UNC119 VPS16 VTN WFIKKN2 XRCC6 YBEY YPEL1 ZBED5 ZNF524 ZNF688 ZNF827 GSE2770_TGFB_AND_IL4_VS_IL4_TREATED_ACT_CD4_TCELL_48H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_TGFB_AND_IL4_VS_IL4_TREATED_ACT_CD4_TCELL_48H_DN ABCA7 ADD3 AGO1 AIFM3 AKAP8 AKR7A2 AKT1 ALAD ALDH1A1 ALDH3B1 AMT ANAPC15 ANAPC5 ANKRD50 ANXA6 AOC1 APBB1IP APEX1 ARF5 ARHGEF9 ARPIN ASB13 ASF1B ASGR1 ASGR2 ATPAF2 BACE1 BEX5 BZW2 CAPNS1 CCDC13-AS2 CCDC43 CDC40 CDK5 CDK5RAP3 CERK CHP1 CHPT1 CHRAC1 CIAO2A CIDEB CLEC4G CLSTN1 CMTM7 CNOT8 COPS3 COQ8A CORO2A CRIP1 CRISPLD2 CYSLTR1 DCTN3 EGR1 EIF3H EPRS1 ERICH1 ESYT1 F5 FAM120C FAM210B FAM53B FBXO42 FCGRT GAS7 GGACT GPD1L GRK3 GSTM4 HDDC3 HDHD5 HERC2 IGFBP7 INPP5K ITGA4 JMY KIF22 KLF2 KLF7 KLHDC2 L3MBTL3 LAMTOR1 LINC00528 LINC00939 LRP5L LRPAP1 LRRCC1 LST1 MAN1B1 MAPRE2 MBOAT1 METTL7A MFNG MIB2 MIF4GD MPPE1 MRI1 MRPS34 MSRB2 MTCP1 MYC MYO7A MZT2A NAPSB NDRG3 NFATC2IP NME3 NR4A1 NREP NRGN NRIP1 NSD3 NUDT1 NXT1 OGFOD3 P2RY13 P2RY8 PADI2 PADI4 PCIF1 PEBP1 PIGS PIK3R1 PPT1 PRKACA PRPF31 PSTPIP1 PTP4A1 PTPN22 RAB3D RAB4A RASGEF1A RBL2 REPS2 RERE REX1BD RNASE2 RNF130 RNF44 RPH3A RPIA S100P S1PR3 SARAF SAT2 SF3A1 SGSM3 SIN3B SLC18B1 SLC25A29 SLC25A45 SLC2A4RG SLC46A2 SLC46A3 SLC66A3 SMARCC2 SNRPA SNTB1 SNX17 SPATA6 SRRM1 STX16 SUMF2 SVBP TAPT1 TATDN2 TBC1D14 TBC1D4 TBCD TESC THYN1 TKT TLE3 TMEM14C TMEM170B TMEM183A TMEM219 TMEM39B TMEM65 TNRC6B TRAM2 TRAPPC1 TXNDC11 UQCR11 UQCRFS1 VAMP8 VEGFA WBP11 WDFY2 WDR18 WDR54 XPA YPEL2 ZBED1 ZBED10P ZCCHC24 ZNF362 ZNF395 ZNF652 GSE2770_TGFB_AND_IL4_VS_IL4_TREATED_ACT_CD4_TCELL_48H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_TGFB_AND_IL4_VS_IL4_TREATED_ACT_CD4_TCELL_48H_UP ABCC1 ABHD4 ADAM17 ADAT3 AKR1B1 ALCAM AMPD3 ANAPC7 ARCN1 ARFGAP3 ARHGAP31 ASB1 ASPH ATL1 ATP6V0E1 BET1 BTBD7 BTG3 C3 CASC16 CCL7 CCR5 CCRL2 CD22 CD2BP2 CD58 CD63 CD81 CD82 CDH7 CEMIP2 CES1 CHST7 CLN5 COCH CREG1 CRNKL1 CRYGS CSRNP2 CTNS CYBA CYP51A1 DAB2 DCBLD1 DNAJA1 DNAJB6 DYNLL1 ELL2 EWSR1 EYA3 FLVCR2 FNIP2 FTH1 G3BP1 GARIN3 GLA GSR GSTO1 GTF2A1 HAS1 HHIPL2 HIP1 HIPK2 HMGCS1 HPD HPS5 HSP90AB1 HSPA8 IER3 IGF2R IL1A IL1B IL3RA IPO9 IRAK2 ITGA5 ITPRIPL2 JAKMIP2 KCNN4 KDELR2 KIF1B KLHL28 KLHL9 KMO KPNB1 KYNU LACTB LAMTOR3 LGMN LINS1 LRP10 MAMLD1 MCEMP1 MCOLN1 MED12 MED13 MFAP1 MFSD2A MIR101-1 MMP19 MMUT MOB3C MRPL20-AS1 MRPS6 MSC-AS1 MSMO1 MYO1B NABP1 NFE2L2 NFKB1 NIBAN1 NPC1 NUP62 OSGIN2 PDCD6IP PDGFA PDXK PIK3R5 PIR PJA1 PLA2G7 PLEKHB2 PNPLA8 POLR2A PPP1R10 PRDM6 PSEN1 PSMA3 PSMD1 RAB13 RIT1 RNF145 RNF185 RPP14 RRAGC RRAGD SC5D SDC4 SEC61B SERINC1 SERPINB8 SERPINE2 SLC1A3 SLC26A2 SLC35F5 SLC41A2 SLC5A3 SNX9 SP4 SPINK1 SPRED2 SQOR SRP54 ST3GAL2 STAM2 STARD3NL STIP1 STX3 SZRD1 TANK TDP2 TGS1 TINF2 TM2D2 TMCO3 TMEM138 TMEM51 TPST1 TRAF3 TRIM28 TRIO TSC22D1 TSG101 TTLL4 TUBB6 TXNRD1 UBE2A UST VCP VPS50 WDR1 WDR83 WSB2 YIPF6 ZC3H12C ZFP3 ZFYVE1 ZMIZ1-AS1 ZNF100 ZNF140 ZNF189 ZNF200 ZNF207 ZNF230 ZNF232 ZNF701 ZNFX1 ZSCAN32 GSE2770_TGFB_AND_IL4_VS_IL4_TREATED_ACT_CD4_TCELL_6H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_TGFB_AND_IL4_VS_IL4_TREATED_ACT_CD4_TCELL_6H_DN ABHD4 ADPRS AFTPH AHCTF1 AHDC1 AIMP2 AKAP1 ALKBH1 AMD1 APAF1 ARHGAP17 ARID4B ASF1A ATP5IF1 ATP6V0A2 ATP6V1E1 AVIL B4GALT5 BAK1 BORCS6 BSG C1QBP CAND1 CAPRIN1 CDC34 CDK2 CEP350 CEP43 CHAC2 CHST12 CHUK CMTM6 CNIH4 COMMD5 CREG1 CRIPT CYP2U1 DAG1 DAPK3 DIPK1A DLD DLEU1 DLEU2 DNAJA2 DNAJB4 DNAJC5 EBP EEIG1 EIF5A2 ELOA ELOF1 EMSY ENPP2 FAM13B FAM177A1 FAM98B FBXW11 FBXW7 FLT1 GABARAPL2 GADD45G GLRX3 GON7 GTF2H1 GTPBP4 H2BC8 HBP1 HSPA14 IDH3A IDS ING2 INSIG2 ISL2 KIF1B KIF2A KLHL25 LCORL LEMD3 LINC02693 LITAF LONP1 LRPAP1 LYSMD2 MAK16 MASTL MCMBP MED17 MFSD14B MOB3A MPC2 MSMO1 MTHFR MXI1 NAA35 NAMPT NCBP1 NDRG1 NET1 NIPA1 NOL6 NOP9 NUP133 NUP43 NUP54 OTULIN PAFAH1B2 PCDHA9 PEA15 PGK1 PGP PHF20 PHLDA1 PI4K2B PLAUR POLR3H PPIF PPME1 PPP2CB PPP2R2A PRDX2 PREB PRKACA PRRT3 PSMA6 PURA QSER1 RANBP2 RBAK RBM14 RC3H1 RELCH RGS1 RIOK2 RMND5A RNASEK RNF40 RPAP3 RRAGD RRP1 SAP30L SCO1 SCO2 SERAC1 SIVA1 SMAP2 SMIM29 SNAI3-AS1 SNAPC3 SNHG16 SNX30 SOD1 SPPL3 SPTSSA SRA1 SRP54 SSX2IP STIP1 STK38L STK40 SUMO1 SV2A SYNM TAF13 TAF1D TASOR2 TCF7L2 TENT4B TENT5A TNFRSF10B TNFRSF1A TNFRSF9 TOLLIP TOP2A TOPORS TOR1B TP53INP2 TRIAP1 TUBA1B TUBA3C UAP1L1 ULK4 UNG URB1 USP47 USP8 USP9X UTP6 VCPKMT WDR46 WDR47 YBX3 ZDHHC3 ZNF141 ZNF17 ZNF253 ZNF267 ZNF441 ZUP1 GSE2770_TGFB_AND_IL4_VS_IL4_TREATED_ACT_CD4_TCELL_6H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_TGFB_AND_IL4_VS_IL4_TREATED_ACT_CD4_TCELL_6H_UP ACP5 ACP6 ADAT1 ANGEL2 ANKEF1 ARHGEF18 ASAP1 ATG16L2 ATG7 AUH B3GALT6 C12orf76 C6orf89 C7orf31 CAD CASK CBLB CCDC14 CCDC88B CD47 CD96 CHM CLSTN1 CMPK2 COA5 COMMD1 COQ9 CRIP1 CSAD CTSH CTSO D2HGDH DCPS DDRGK1 DDX60 DENND6A DERL3 DHX30 DHX35 DLG1 DNAJC13 DNAJC19 DRAM2 DUS4L DUSP12 EBAG9 ECI1 EIF2D EPHA1-AS1 EPHB6 FAM226B FCER1G FCGRT FKRP FLT3 FOXM1 FRS2 GDPD5 GGT1 GMEB1 GPA33 GRIPAP1 GSTM1 GTF3C3 GTPBP8 HDAC1 HSBP1L1 ICE2 IGLV1-44 IL18BP IL4R KATNBL1 KMT2D KRI1 LCP2 LDAH LEF1-AS1 LGALS9 LINC00667 LRRC37A2 LSM12 MAF1 MALT1 MAN2C1 MANBAL MAP2K2 MAP2K7 MARCHF9 MCM5 MCTS1 MED11 MEST MID1 MLH3 MORC2 MRTFB MS4A3 MT1X MTA1 MTOR MUC1 MUTYH MYBL1 NABP2 NAXD NBN NCBP2AS2 NDUFA1 NDUFA11 NDUFB2-AS1 NDUFB8 NEK8 NIFK-AS1 NKTR NOL4L NPTXR NSUN5 NUDT6 OCLN OFD1 OMA1 OSGEPL1 PAM16 PCCB PCF11 PEPD PEX14 PFKL PKP4 PLEK PLEKHB1 POFUT1 PPA2 PRKCB PRMT7 PRPF8 PSMA3-AS1 PSMB3 RAB1B RBCK1 RBM41 RECQL5 RERE RFFL RNPEPL1 RPP25L SCRN1 SELENOW SHPRH SIGMAR1 SLC1A1 SLC35A5 SMAD2 SMARCB1 SMC1A SMCR8 SMIM19 SNRNP200 SNRNP35 SOCS2 SPAG7 SPIN3 SSBP3 STAG1 STIM2 SVBP TCEAL1 TCF7 TGOLN2 THOC2 TLK1 TMED4 TMEM200A TMEM218 TMEM242 TNFRSF14-AS1 TRAK1 TRIP4 TSC1 TTC5 TYSND1 UBA5 UBE2Q2P13 URI1 USP5 VILL VPS28 VPS36 WAS ZGPAT ZNF559 ZNF678 ZNF836 ZZZ3 GSE2770_TGFB_AND_IL4_VS_TGFB_AND_IL12_TREATED_ACT_CD4_TCELL_2H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_TGFB_AND_IL4_VS_TGFB_AND_IL12_TREATED_ACT_CD4_TCELL_2H_DN ABCF2 ABITRAM AFDN AK2 AKIRIN2 ALKBH8 ANGPTL8 ANKHD1 ARL1 ARL13B ARL16 ARMC10 ARPC3 ASF1A ATAD1 ATP6V0A2 ATP6V0E1 BLOC1S4 BNIP1 BZW1 C1QBP CA5A CAPZA1 CCP110 CD58 CDC37 CHP2 CLIC4 CNNM1 COG7 COPS7A COX7B CPNE5 CRLS1 CUL4A CUTC CXCR3 CXorf38 CYP20A1 DAG1 DBH-AS1 DCP1A DDX47 DHX35 DNAAF5 DNAJC10 DOT1L DPY19L1 DUSP4 EFHD2 EIF3B EIF4G2 EMG1 ENOPH1 EOGT ERICH1 FBXW4P1 FCN1 FTH1 FTH1P5 FTSJ1 FUT2 GABRD GABRE GLRA1 GPAT4 GPR107 GRPEL2 GTF2H2 H1-10 H1-2 H2BC12 H2BC12L H3C2 H4C9 HCAR1 HMGN5 HUS1 INIP IPPK ITPKC JMJD6 LANCL2 LARP1B LIG3 LIN7C LRP12 LSM6 LTC4S LYPD1 LYRM4 MED6 METAP1 METAP1D MFSD14B MLEC MRPL19 MRPL42 MRPS28 MTFMT MTMR2 NAA50 NAT10 NDUFC1 NEURL4 NFKBIA NHEJ1 NSUN2 NT5DC2 NUBP1 NUP54 NUS1P3 OPA1 P4HB PAFAH1B2 PBDC1 PCP4L1 PDE4D PDE4DIP PER2 PEX7 PFDN4 PHAX PIGA PLAUR PLXNA1 POGLUT1 POLG POLR3B POMGNT1 PPIB PPIF PPIP5K1 PPP2R1B PPP3CC PRMT6 PSMD13 PTPN7 QTRT2 RABL3 RAD21 RBM12 RNASE11 RNGTT RPP40 SEC24A SEC61G SELENOS SEPHS1 SETD4 SFPQ SFT2D2 SFXN4 SGF29 SLC1A5 SLC25A32 SLC25A33 SLC38A6 SLC3A2 SNRPA1 SSR3 SUCLA2 SYNCRIP SYNPR TACC1 TAF1A TERF1 TFB2M TMEM128 TMOD3 TNFRSF9 TOMM22 TOMM40L TRIM27 TRIP11 TRUB1 TTC27 TVP23B TXNDC12 TYW3 UBE3A UBE3C UBR3 UNK VDAC1 WBP4 WDR45B WSB2 WWP2 YWHAH ZBTB6 ZCCHC9 ZFAND5 ZNF329 ZNF579 GSE2770_TGFB_AND_IL4_VS_TGFB_AND_IL12_TREATED_ACT_CD4_TCELL_2H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_TGFB_AND_IL4_VS_TGFB_AND_IL12_TREATED_ACT_CD4_TCELL_2H_UP ACCS ACVR1B ADCY6 ADGRG7 ADH7 AMIGO2 ANK3 APBA2 ARSK ATP1A2 B3GALT5-AS1 BOK C10orf143 C17orf50 CALHM2 CAMK2N1 CARD16 CASC15 CD55 CDH2 CDH4 CEP44 CFAP43 CFAP68 CLCNKB CLEC11A CNTN3 CPNE7 CREB3L4 CTF1 CYP19A1 CYSLTR1 DMBT1 DNMT3A DTHD1 EID2B ELAVL2 ENSG00000272447 ERBB2 EYA2 FAM151A FAM200B FAM236A FBLN5 FBXO10 FCGRT FHOD3 FKBP9 FOXF1 GABRA2 GARRE1 GPRIN3 GRASLND GSTM4 H19 IDO1 IER5L IFI44L IFITM1 IGF2BP2 IGSF9B IL6ST-DT IQCN IRF2BP1 KIRREL2 KLF7 KLK13 LINC00526 LINC00917 LINC01133 LINC01346 LINC01356 LINC01569 LINC02209 MACROH2A2 MAGEB6 MAGIX MAML2 MAP2K6 MCUB MED12L MESP2 MIB2 MID2 MIR124-1HG MIR31HG MMP20 MMP26 MORF4L2-AS1 MPRIP MROH2A MST1 MST1L MYH14 MYO5B NDUFA10 NEIL1 NGFR NIFK-AS1 NLRP11 NRBP2 NT5M NUP62CL NYNRIN OR4D2 OSGEPL1 P2RX2 PAX1 PAX9 PCBP1-AS1 PDE9A PGLYRP4 PIGC PIGM PLAC8 PLIN5 PMS2P1 POU5F2 PPIL6 PRKAG2-AS1 PRR23E PRSS8 PSME3IP1 PTPRU PURG QSOX1 RAB37 RAB9B RAI2 RAP1GAP2 RERE RGS3 RHOU RLN2 RMST RNF32-DT RPP25L RSAD2 RUFY3 S1PR3 SALL3 SCARNA15 SCN1A SELENON SERPINH1 SHROOM3 SIRT5 SLC13A4 SNTB1 SORT1 SOS2 ST6GALNAC4 ST7L TACO1 TBC1D13 TCEAL3 TEX13B TIGD1 TMCO1-AS1 TMEM60 TNFRSF10B TNFSF4 TNNI3K TPSG1 TRPM4 TSPAN18 TTC28-AS1 TTC32 TTC36 TUB UBE2Q2P13 USF2 VIP VSTM2A WASF3 WFDC10A WIPI2 WWOX YAE1 YBEY ZBED5-AS1 ZDHHC15 ZEB1-AS1 ZNF251 ZNF284 ZNF37A ZNF436-AS1 ZNF575 ZNF621 ZNF8 ZNF852 ZNRF3 GSE2770_TGFB_AND_IL4_VS_TGFB_AND_IL12_TREATED_ACT_CD4_TCELL_48H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_TGFB_AND_IL4_VS_TGFB_AND_IL12_TREATED_ACT_CD4_TCELL_48H_DN ABHD14B ACCS ADAMTSL4 ADD3 AKAP8 AKT1 ALAD ALDH3B1 ANO8 ANP32A ARMH1 ARPIN ARSJ ASB13 ASGR2 BCKDHA BPI C11orf21 C1QC C6orf58 CAMK2D CAMK2G CAPNS1 CAPZB CCDC88C CHN2 CHPT1 CHRAC1 CIDEB CLEC11A CLEC4G CMIP COQ8A CPNE3 CSF3R CTSO DCPS DCTN3 DCXR DENND1C DGKD DNMT3A DPYSL2 EIF2AK1 ELF3 ENSG00000237250 ERI3 FAF1 FAM118A FAM204A FAM216A FAM228B FAM53B FLI1 FNTB GALK2 GCNT1 GDI2 GGTA1 GIMAP2 GOLM1 GPBAR1 GPR160 GPS1 GSDMD GSE1 H2AJ HDDC3 HEXA HMGB2 HNRNPDL ICAM2 IGFBP7 ILDR1 ILF3-DT INO80E INPP5K ITGA4 JUP KAT2A KBTBD11 KICS2 KLF7 LAMTOR1 LAS1L LCTL LENG8 LIN7A LINC00528 LMAN1 LRMDA LRP5L LSM14A LTA4H MAP4K1 MAPK8IP3 MAPRE2 MBOAT1 METTL7A MIDEAS MIF4GD MLST8 MMP25 MPC1 MPPE1 MRPL48 MSRB2 MTHFD1 MTMR11 MTX1 NAPSB NDRG3 NDST1 NEDD8 NPY2R NR4A1 NR4A3 NREP NRGN NUP210 NUP93 OGFOD3 ORMDL1 PCIF1 PDK3 PEBP1 PEG3 PGP PIGL POLB PPIL3 PPT1 PRAF2 PRKAR2B PRKX PRPS2 PRSS16 PSTPIP1 PTEN PTGER2 PTPN18 PTPN22 R3HDM1 RAB3D RASGRP2 REPS2 RERE REX1BD RNF126P1 RPH3A RPS6KA4 S1PR3 SART1 SAT2 SELENON SF1 SIGIRR SIGLEC16 SIN3B SLC18B1 SLC25A35 SLC9A9 SNTB1 SNX17 STX10 STX16 SUMF2 TACC3 TAPBPL TBC1D4 TESC THUMPD2 TKT TLE3 TMC8 TMEM119 TMEM14C TMEM170B TMEM39B TNFSF10 TOX2 TPBGL TSHZ1 UBTF VAMP5 VAV2 VEGFA VSIG4 WAS WDFY2 ZBED10P ZFP91 ZNF185 ZNF395 ZNF865 ZNF91 GSE2770_TGFB_AND_IL4_VS_TGFB_AND_IL12_TREATED_ACT_CD4_TCELL_48H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_TGFB_AND_IL4_VS_TGFB_AND_IL12_TREATED_ACT_CD4_TCELL_48H_UP ABITRAM ABTB3 ACAD8 ACSF2 AGPAT1 AKAP17A ALDOC AP2M1 ARMC10 ASCC1 ATF6 ATOX1 ATRIP BAD BBOF1 BIVM BLCAP BOD1L1 C2orf74 C6orf163 C8orf88 CASC3 CCDC18-AS1 CCDC71L CCDC77 CCDC90B CCDC96 CCNB1IP1 CCT3 CEP19 CEP83 CLTCL1 COA7 COPS7B COQ10A COQ9 COX16 CPSF1 CRYBG2 CSTB DCAF10 DCLRE1A DCTN4 DLG1 DNAJC13 DTD2 EEF1AKMT3 EIF2S3 ERC1 FAHD2A FANCF FANCI FBF1 FBXW12 FOXJ3 FPGS FRS2 FTL FXYD7 GABBR1 GALE GATB GINS4 GKAP1 GMCL1 GPAM GPAT4 GPR108 GPR155 GPR180 GTPBP2 H2AC6 HCFC1R1 IARS2 IFNGR1 KCTD13 KCTD17 KIAA0408 KLHL9 KRI1 LAMTOR1 LDAH LRWD1 LSM10 LZTFL1 MAD2L2 MALAT1 MANBAL MCM3AP MED25 MEF2A METTL26 MEX3D MFSD4B MGA MIR600HG MRS2 MYG1 MYH3 MYL6B NAT9 NCAPD2 NDFIP2 NFS1 NTHL1 NUDCD3 NUDT9 OSTM1 OXLD1 PCBD2 PCNX4 PDE6D PDZK1P1 PFDN6 PGD PHKB PIGQ PILRB PIP5K1C PMS2P9 POLR1A PPM1F PRDX3 PRKAG2 PRKCB PRPF3 PRPF40B PRPF6 PSMC3 PTER PUF60 PUS3 R3HCC1 RAB5B RAB7A RAD52 RBM34 RCN3 RELL2 RFC4 RFX2 RPAP1 RPL13P5 RPL36 RUSC1 SCFD2 SEPTIN4 SFT2D3 SHPRH SKIC8 SLC22A5 SLC25A23 SLC2A6 SLC45A1 SLC48A1 SMCR8 SMG5 SNAP29 SNAPC1 SNAPIN SNHG11 SNORA21 SPG11 SSBP3 STMP1 STRADB TAF10 TBC1D13 TBC1D8 TECR THAP9 THOC1 TIMM9 TMEM134 TMEM177 TMEM52 TNFRSF19 TP73-AS1 TTBK2 TTC14 TUBG2 TULP4 UBE2V2 UCN VPS25 VPS29 WDR89 XRCC1 YTHDF2 ZC3H10 ZFAND1 ZFP90 ZKSCAN5 ZNF277 ZNF280B ZNF540 ZNF559 ZNF605 GSE2770_TGFB_AND_IL4_VS_TGFB_AND_IL12_TREATED_ACT_CD4_TCELL_6H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_TGFB_AND_IL4_VS_TGFB_AND_IL12_TREATED_ACT_CD4_TCELL_6H_DN ABCG1 ABTB2 ADAD1 ADGRF1 ADIPOR1 ANKRD17 ANKRD2 ANKRD34B ANP32A AP1S2 APC2 APOBEC3B ARFGEF1 ARHGAP15 ARID3B ATP11C ATP6V1B2 AVL9 B3GNT5 BAZ2B BEX1 BEX2 BEX3 BHLHE40 BMPR2 BTLA BZW2 C2CD3 C4BPB CACNA1S CAMTA1 CASP9 CBLB CBR4 CCDC82 CCL22 CD69 CEMIP CEP112 CFAP418 CHD6 CHIC2 CIBAR1 CLCA2 CNRIP1 COL4A4 CREBL2 CRTC2 CRYGN CTNNA1 CXCR5 DAZ2 DBR1 DCK DCP1A DDX60 DGKA DGKQ DIAPH1 DNAJB6 DNAJC1 DNM1L DYRK2 ECI2 EGR2 EIF4A2 EPC2 ERGIC2 EXOC4 FAM111A FGF13 FGF9 FILIP1L FLII FNBP1L GADD45G GCA GLYAT GPR63 GRAMD2B H1-6 HAUS3 HAUS6 HERC4 HERPUD2 HNRNPA2B1 HOMER1 HS2ST1 HSPB9 IDE IKZF3 INTS7 ITM2A KATNB1 KBTBD2 KCNQ5 KIAA0586 KIAA1191 KIDINS220 LAMC2 LRRC46 LSM14A LSM3 LUZP1 LUZP2 MACO1 MAGEB5 MAIP1 MAP4K3 MCL1 MED12 MEGF9 MGAT4A MICALL2 MSL2 MYB MYEF2 NBDY NFYC NOD1 NR3C2 NSUN2 NT5C3A NUF2 NUP88 OAS1 OTUD4 PARP12 PCDHB7 PDIA3 PDRG1 PFN2 PFN3 PHC1 PHF3 PHF6 PHIP PIAS2 PLAAT3 PLSCR4 PPP1R15A PREX1 R3HDM1 RAB11A RABGAP1L RALGAPA1 RAPGEF6 RBBP4 RBL1 RGS1 RHOU RIPK4 RNF130 RNF138 RNF14 RNF19A RNF44 SAP30 SCAMP1 SEC24B SENP2 SENP6 SERPINB6 SETD4 SH2D1A SLAMF6 SLC25A13 SLC25A36 SLC39A2 SNRK SNX13 SOD1 SON SPOCK2 STK39 STK4 TCF7 TEC TMEM130 TNFAIP3 TOE1 TOP3A TRAF1 TRIM13 TRIM26 TSC22D3 TSGA10 TXNIP UBLCP1 UVRAG VOPP1 VPS54 VWA5A XIAP XRN1 YTHDC1 ZNF394 ZNF770 ZNF846 ZSWIM4 GSE2770_TGFB_AND_IL4_VS_TGFB_AND_IL12_TREATED_ACT_CD4_TCELL_6H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_TGFB_AND_IL4_VS_TGFB_AND_IL12_TREATED_ACT_CD4_TCELL_6H_UP ABRAXAS2 ACOT4 ADD2 ADGRL2 AGPAT2 AIRE AIRN AJAP1 ALKBH2 APOB AQP7 ARG1 ARHGAP11A ARL6IP1 ARPC4 ATP7B BPIFC C11orf68 C19orf81 C1QTNF7 C5orf24 CACNG2 CAPG CBX5 CCDC18 CFAP299 CFHR1 CHCT1 CHIA CHRM4 CLDN15 CLEC5A CMC2 CPA3 CREB3L1 CSPG5 CTDSP1 CTNNA2 CTU1 CWH43 CYP24A1 DENND5A DNAJC11 DNM2 DOK7 DYRK3 EIF2B2 ELAPOR1 EMILIN3 EPRS1 EPS8L1 ERCC4 EZH2 FAM241A FASTKD2 FBXL16 FBXO21 FCGRT FRRS1 FSIP1 GAS6 GHDC GLYCTK GNG10 GPAA1 GPD1L GPR61 GPSM1 GRHPR GRM1 GRPR H6PD HEG1 HLA-DOA HRAS HSD17B7 IER5 IGF2BP2 IHH IL1B INTS14 IQCH IRAK2 IRF2BPL KCNC1 KCNK6 KNDC1 KRTCAP2 LELP1 LGALS1 LRP1B LRP8 MAGEB4 MAPKAPK3 METTL18 MKS1 MLX MPP3 MPZL2 MPZL3 MRPL11 MRPL28 MVD MVK MYO10 NACC2 NBEA NDRG2 NDUFA10 NDUFB2 NFRKB NHEJ1 NIF3L1 NME4 NPAS1 NPRL2 NRG3 NT5C OAZ3 PAFAH1B3 PCDH11X PCLO PENK PGP PIF1 PIP5K1B PLA2G4C PLCB3 POSTN PPP1R3C PRMT9 PRXL2B PYGM RAB39A RALYL RBM28 REX1BD RNASEH2C RNF148 RNF167 RNF208 RNF217 RRP1 RYR2 SAMD4B SERAC1 SERPINH1 SH3BP5 SHROOM2 SLC15A1 SLC16A8 SLC17A9 SLC23A1 SLC26A8 SLC35E4 SLC40A1 SLC5A11 SLC5A7 SLC66A3 SMARCD2 SMKR1 SORCS3-AS1 SPINT1 SPRR2F SSX5 STK40 SUMF1 TAGLN2 TBC1D16 TBC1D20 TBX1 TDRD1 TFDP2 THAP7 TKTL2 TMC1 TMEM107 TMEM176A TMEM259 TMEM41B TNFAIP1 TNFRSF18 TNFRSF4 TPD52L1 TRAPPC6A TREX2 TRIM72 TRNAU1AP TTLL8 TUBD1 TWF2 UGT2B4 UNC119 UQCC5 UQCR11 VKORC1 WDR18 XIST ZNF385C GSE2770_UNTREATED_VS_ACT_CD4_TCELL_2H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_UNTREATED_VS_ACT_CD4_TCELL_2H_DN AARS1 ABCG4 ABR ACACA ACSL5 ACTR8 AHCY AHI1 AKR1E2 ANGPTL4 ARHGAP33 ARHGEF12 ARMCX2 ATXN10 BCAR1 BPNT2 C19orf47 C21orf58 C2orf49 CAPRIN1 CBX4 CCT3 CELSR2 CEP290 CEP70 CHST1 CPT2 CRPPA CSTF3 DBN1 DCAF13 DCAKD DDB1 DDX1 DDX11 DENND4C DKC1 DLAT DMRT2 DNAAF2 DNAL1 DPP9 DRG1 E2F2 E2F4 EFTUD2 EIF4G2 ELK3 ENOPH1 ERGIC1 EWSR1 EXOSC10 FABP5 FAF1 FAM83G FARP2 FEM1B FER FGFBP3 FHOD3 FUBP3 FYTTD1 GCA GCOM1 GEMIN5 GGT7 GLCE GNG3 GPHN HDAC2 HMGA1 HNRNPM HPS6 HYOU1 IFNLR1 IFT57 IFT74 IGF2BP3 KATNB1 KCNK5 KEAP1 KLHL23 KLRC1 KSR1 LAP3 LMAN1 LRRC14 LY75 MANF MAP7D1 MEGF10 MESD METTL5 MICU2 MIF MIGA1 MRFAP1L1 MRPL39 MRPS2 MRPS31 MSANTD4 MTHFD1 MTRF1L MXD3 MYBBP1A NDE1 NDUFAF7 NHP2 NLRX1 NUDCD1 NUP58 NXF2 OXNAD1 PAICS PALS2 PARK7 PARL PCBP1 PDSS2 PELP1 PEX2 PGD PHKA1 PJA1 PKP2 POMGNT1 PPIE PPIP5K1 PPWD1 PRELID3B PSMC2 PSMD3 RAD23A RAD50 RBBP5 RBM14 RCAN3 RPGR RTCA SAMD1 SARNP SATB2 SCN11A SCRN3 SLC2A2 SLC35F2 SLX4 SMAD1 SMARCB1 SMG5 SRBD1 SREBF1 SRM STIM2 SUCLA2 SUCLG2 SUMO3 TADA2A TANGO2 TBC1D7 TERF1 TFG TIGAR TIRAP TLNRD1 TM4SF5 TMBIM1 TMEM100 TMEM164 TMEM205 TOMM6 TONSL TRMT61A TSEN2 TSEN54 TSFM TTC9C TTLL12 TTLL4 TUBGCP2 TUBGCP6 TUSC1 UBA3 UBAP1 USP37 USP39 VPS4A WDR12 WDR36 WDR90 WDSUB1 WEE1 YBX2 YTHDF2 ZBTB45 ZNF235 ZNF365 ZNF48 ZNF623 ZNF746 GSE2770_UNTREATED_VS_ACT_CD4_TCELL_2H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_UNTREATED_VS_ACT_CD4_TCELL_2H_UP ABCA1 ABCA2 ABCB1 ABHD6 ACP6 ADCK1 ADORA1 AFF3 AGRN AHDC1 AHI1 AKAP7 AKNA AMZ1 ANKRD44 ANXA6 APPL2 ARHGAP5 ARMC3 ATXN1 B4GALNT1 B4GALT5 BBS2 BBS9 BCKDHB BST2 BTLA C21orf91 C4orf47 CACNA1D CAPN2 CARNS1 CCL22 CCNT2 CCSER2 CD22 CD40 CD72 CD79A CDK16 CEBPB CERS4 CHD2 CHDH CHIC1 COMMD3 CRTC1 CTPS2 CTSH CYB561A3 CYP4F3 CYRIA CYTH4 DBP DDRGK1 DDX60 DGLUCY DHRS7 DNAAF9 DNAJA4 DNAJB2 DOP1B DTX4 EDEM2 EEIG1 ELL ENO3 EPCAM ETV3 EZH1 FAAH FAM120B FBXL12 FBXW10 FILIP1L FNDC10 FOSL2 GCA GGPS1 GNL2 GPATCH2 GPR132 GPR137B GRAP2 GSAP HHEX HLA-DOA HSD17B8 HSPA5 ICE1 IDS IL10RB IL2RB INTS4 IQSEC1 IRS2 ITPR2 JUNB KCTD12 KCTD14 KCTD6 KHK KLF2 KLF4 KLHL18 LAMB3 LANCL1 LDB1 LFNG LGALS3BP LGALS4 LRRC8A LRRC8C LY6E MACIR MAN1A1 MARCKS MARF1 MCOLN3 METAP1D MGA MICU3 MLLT3 MX2 MYCBP2 NAMPT NAT9 NCF1 NFKBIE NLRC5 ORAI1 P2RX4 PARM1 PBXIP1 PCP4 PDLIM1 PEX11G PIEZO1 PLAU PLBD1 PLD2 PLEC POU2F2 PPCDC PPM1L PTPN14 RABAC1 RAP1B RARG RELCH S100A11 S1PR1 SAMD9L SCAMP3 SERPINB1 SGSM2 SH2D2A SIDT1 SLC39A4 SLC3A2 SLC50A1 SNAP47 SOCS3 SP4 SPAG9 SPART SRGAP3 SRMS STARD10 STAT1 STX17 TAFAZZIN TATDN3 TBC1D10C TCF12 TGFBR2 TK2 TM7SF3 TMCC3 TMEM176B TMEM204 TMEM230 TNFRSF18 TNKS1BP1 TOM1L2 TRAF3 TRIM26 TRIM7 TRIP11 TSPAN32 TTC38 TUBA4A UBXN6 USE1 ZBTB11 ZFP14 ZFP36L1 ZSCAN26 GSE2770_UNTREATED_VS_ACT_CD4_TCELL_48H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_UNTREATED_VS_ACT_CD4_TCELL_48H_DN AACS ADAM8 ADCY6 AGA-DT ALDH8A1 AMIGO2 ANK3 ANKRA2 AP5Z1 ARFIP1 ASCC1 ATF3 BCL2A1 BCL6 C10orf143 C2orf92 C6orf226 C6orf52 C6orf89 CABLES1 CAPG CCL20 CD6 CD72 CD96 CDX4 CLIC6 CMPK2 CMTM1 CNTN3 COG1 CSNK1E CSRNP1 CSTF2T CTSL CYB5R1 CYSLTR1 CYTH3 DCUN1D3 DNAJB2 DNAJC4 DSTYK DTHD1 DZIP1 EGR1 ENSG00000272447 ENTPD6 ETV6 EXOC3-AS1 FAM76A FBXO41 FBXO46 FHOD3 GALM GALNT6 GARRE1 GFI1 GNA12 GPR68 GREM2 HDAC4 HERC2P3 IFIT2 IFITM1 IGSF9 IL6ST-DT INPP5A INSC IRAK2 IRF2BP1 ISG15 ITPKB JUN KIF13B KIZ KLF7 LAG3 LAMA5 LINC00526 LINC00623 LINC01097 LINC01588 LYRM1 LYRM9 LYST MACROH2A2 MAGEE1 MAN2C1 MIB2 MIR124-1HG MLXIP MOCOS MOSMO MSL2 MTHFR N4BP2L1 NBPF1 NEIL1 NFE2L1 NIFK-AS1 NOTCH2NLA NR1I2 NRBP2 NRN1 NTNG2 OTUB2 P4HA2 PARP11 PAXIP1-DT PBOV1 PCYOX1 PDE3B PDE4D PDE8A PHLDA1 PHYH PLAC8 PRR23E PSTPIP1 PTPRO RAP1A RASA2 RASD1 RBBP9 RGS3 RNF144A RNF169 RNF32-DT RPP25L RSAD2 RTL8C RUBCN RUFY3 S1PR3 SALL3 SCARNA17 SHISA5 SHROOM3 SLC39A10 SNTB1 SOCS1 SOS2 SPI1 STAT3 STK17A STOM STX1A TBC1D13 TCF25 TIMP1 TMEM116 TMEM8B TNFSF12 TNFSF15 TNFSF4 TOR1B TSPAN31 TSPOAP1 TSTD2 TTC32 TUB TYRP1 ULBP2 VEGFA VRK3 WASH3P ZBED5-AS1 ZEB1-AS1 ZFP90 ZNF222 ZNF251 ZNF266 ZNF282 ZNF322 ZNF419 ZNF420 ZNF439 ZNF493 ZNF558 ZNF561 ZNF562 ZNF563 ZNF571 ZNF573 ZNF621 ZNF7 ZNF709 ZNF776 ZNF79 ZNF791 ZNF8 ZNF846 ZNF852 ZNF880 ZNRF3 ZSWIM6 GSE2770_UNTREATED_VS_ACT_CD4_TCELL_48H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_UNTREATED_VS_ACT_CD4_TCELL_48H_UP AAAS ABHD5 ACTG1P25 ANGPTL8 ANKHD1 APIP ASF1A ASMTL-AS1 ATAD3B ATXN10 BCLAF1 BNIP1 BPNT1 BPNT2 BRD2 C11orf21 C1QBP CA5A CANX CASP3 CCP110 CCT5 CDK3 CEP135 CHMP3 COMMD9 CPA1 CPSF2 CPSF6 CRLS1 CSTF1 CZIB DCAF1 DCAF7 DDX28 DDX31 DGKH DHX35 DIMT1 DKC1 DNAAF5 DNAJA3 DNAJC10 DOT1L DUSP23 EDN3 EIF2B2 EIF5A2 ENOPH1 ENOX1 ERICH1 FAM83B FECH GDAP1 GHITM GPR107 GTF2A1 H1-10 H1-2 H2BC12 H2BC12L H2BC7 HDAC8 HPDL HSP90AB1 ILF3 INIP IPPK ITGA11 ITGAM KAT2A KCNH8 KLK5 LANCL2 LIG3 LINC00299 LINC00310 LSM12 LSM6 LY6G6C LYRM4 MAP1LC3C MARS2 MEGF6 METAP1 METTL21A MRPL21 MRPL42 MRPS27 MRPS35 MSL1 MTR MYL9 NAA15 NAT10 NBN NDUFAF5 NKAPD1 NPRL3 NRDE2 NUBP1 NUP188 NUP50 NUS1P3 OBP2A OPA1 OSTC PAFAH1B2 PAK1 PDE4DIP PDHX PDIA5 PDZD8 PEX26 PFDN4 PIN1P1 PLA2G7 PLAA PNP PNPO PNPT1 POGLUT1 POLR1D POLR3B POMGNT1 POP1 PPP2CA PPP2R1B PPP6R3 PRM3 PRMT5 PSMA2 PSMA5 PSMD10 RAB11FIP2 RAB28 RABL3 RBM19 RCSD1 RNPC3 RPL22L1 RPP40 RRP1B RSAD1 RUFY1 SAAL1 SF3B3 SFXN4 SGF29 SGO1 SH3GLB2 SHLD2 SLC25A32 SLC25A33 SLC38A6 SLC43A2 SLC5A6 SMG8 SNHG29 SNX10 SNX13 SNX14 SOX15 SPRR1A SSR3 TACC1 TAPT1 TEX2 TGDS TGFBRAP1 THNSL1 THOC5 THRAP3 TMEM126B TMEM204 TOMM40L TPGS1 TRAM1 TRIM27 TRIM37 TRIM61 TRIP11 TRUB2 TUBGCP4 TXNDC12 TYSND1 TYW3 UBE3C USP39 VDAC1 WDR77 WSB2 YAF2 ZFP36 ZFP64 ZNF41 ZNF579 ZNF81 GSE2770_UNTREATED_VS_ACT_CD4_TCELL_6H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_UNTREATED_VS_ACT_CD4_TCELL_6H_DN ABCA1 ABCF3 ACVR1B ADAM8 AEN AFP AHI1 AKAP5 ALG11 AMIGO2 ANAPC4 APPL2 ARHGEF12 ATF7IP ATG10 ATPSCKMT BAMBI BBS2 BIRC3 BMI1 C2orf68 C4orf47 CCDC122 CCDC82 CCDC91 CD40 CDYL2 CELF2 CEP290 CER1 CHIC1 CHST15 CSTPP1 CYP4F3 CYP4V2 DBP DCLK2 DDHD2 DDX11 DENND2D DENND3 DIXDC1 DMXL2 DNAAF8 DNAJA1 DNMBP DOCK6 DOP1A DTD2 DUSP8 EARS2 EGR3 EMP2 EXOSC10 FAM114A1 FAM135A FAM241A FAM83G FARP2 FCMR FGF6 FHIP1A FHIP1B FKTN FOXRED2 FRYL GAD1 GART GCA GPHN GPN1 GTDC1 GTF2IRD2 GUCA1B HACD4 HS1BP3 HS3ST1 HYCC2 IFIT1B IFNLR1 IFT74 IMPDH2 INSR INTU ITPR3 JUNB KIAA0040 KIAA0753 KMT2E KSR1 LCOR LMO7 LRRC14 MADCAM1 MAP3K14 MAP3K2 MAPK12 MAST4 MBLAC2 MRTFB MTAP MTMR10 NAMPT NAP1L4 NEAT1 NEK3 NFKBID NR3C2 NRF1 NUMA1 NUP58 NXPE4 OSBPL3 PARD3B PARP16 PAWR PBX4 PDXP PER3 PFKP PHF1 PJA2 POMGNT1 POMT1 POU2F1 PPARGC1B PPIP5K1 PPM1B PPP1R10 PRMT2 PROX2 PSKH1 PSMA3 PSTK PTCD3 PTK2 PTPN14 PWP2 RAB20 RAB3GAP1 RAB6B RABGEF1 RAP1B RARRES2 RBM19 RDH5 RFTN2 RGMB RSRC2 RUSF1 RYK SCN8A SEMA5A SLFN13 SLK SMYD3 SNHG12 SNRNP200 SRPK3 ST6GALNAC3 STIM2 SUMF2 SYNPO2L TANGO2 TBC1D5 TERB1 TIPARP TMCC2 TMEM181 TMEM63A TNFSF9 TRPM2 TSPYL5 TTC21B TTC3 TUBA4A TUSC1 UBQLN2 UBXN2A URI1 VPS54 VPS8 VSTM2B VWA7 VWA8 XRCC6 ZBTB10 ZC2HC1A ZFP14 ZFP2 ZFP41 ZNF318 ZNF365 ZNF444 ZNF496 ZNF532 ZNF639 ZNF862 ZNRF1 ZSWIM9 GSE2770_UNTREATED_VS_ACT_CD4_TCELL_6H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_UNTREATED_VS_ACT_CD4_TCELL_6H_UP ABHD17A ABI1 ABRA ACVRL1 ADGRE1 ALDH2 ALDOC ALG5 ALOX5AP ANAPC16 ANK2 ANKRD37 APLP2 ARL8B ARMC3 ARPC1B ARPC4 ATP8B2 BAD BATF BATF3 BDH1 BIN3 BORCS7 BRI3 C1D C6orf118 C8G CAPZB CCDC12 CCR5 CD2BP2 CD99 CDC25A CIBAR1 CIR1 CKB CLCN5 CNRIP1 COX8A CPT1C CSF2RA CUEDC2 CUZD1 CXCR3 DDT DEDD DHRS1 DHRS3 DKK2 DLEU7 DOK1 E2F2 EBI3 EDEM1 EDEM2 EIF2A EIF3K ESD ETV1 EVA1B GLIPR1 GLRX5 GMFG GNA15 GNG10 GNPDA1 GPAT3 GPCPD1 GPX7 GSTT2 GTF3A HADHA HEPACAM2 HIVEP3 HPSE HSCB IFI27L2 IGBP1 IGLC7 INO80C ITGA8 ITGAM KRT222 LAT2 LEPROTL1 LGALS1 LGALS9B LGMN LIFR LVRN LZTFL1 MAIP1 MCUB MFSD10 MGST2 MRPL43 MRPS16 MRPS7 MSRB2 MVD NAA38 NCBP2AS2 NDUFA13 NECAP1 NIT2 NKIRAS2 NUDT17 OXLD1 PALM PCGF2 PCP4 PCYT1A PDLIM2 PHACTR2 PHAX PIGX PLGRKT PLXNB2 PMEL PMM1 POLR1E PPFIA4 PPIB PPIL1 PRELID3B PREX1 PROCR PTGR1 PTPRN PYCARD QSOX1 RAB11A RAB19 REEP5 RNF138 RNF7 ROPN1L RPL39L RPL41 RPS27L RRAGC RTCA RTCB RWDD2B S100A13 S100A4 SEC14L1 SEC61A1 SELENON SELENOP SLAMF6 SLC15A3 SLC25A19 SLC35F5 SLC39A11 SLPI SMIM3 SNAP23 SNAP29 SNF8 SNX5 SOBP SORD SPCS1 SRI SSBP3 SSR1 ST7 SUPT4H1 SURF1 SUSD1 SYNGR2 TBC1D15 TEN1 TG THAP11 TMED3 TMEM234 TMEM50A TMEM70 TNFRSF17 TNNI2 TOMM7 TPGS1 TRIM25 TWSG1 TXN2 UBE2J2 UBE2M UNC119B UPB1 UQCC3 UQCRFS1 VAV3 VHL WDFY1 ZCCHC9 ZNF414 ZNF667 GSE2770_UNTREATED_VS_IL12_TREATED_ACT_CD4_TCELL_2H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_UNTREATED_VS_IL12_TREATED_ACT_CD4_TCELL_2H_DN AARSD1 ABCD4 ABHD17A ACO1 AKNA AKR1B1 ALS2CL AMER1 APEX2 ASAH1 ATP23 ATPAF1 BAG3 BCL9L BPNT1 C11orf24 C11orf68 C12orf43 C1orf109 C2orf69 C3orf80 C9orf64 CAMKK1 CARNMT1 CBX6 CCDC116 CCDC117 CCDC86 CCND3 CCNG1 CD320 CEP19 CETN2 CHML CHST2 CPM CRYBG2 CSK CTR9 DEDD2 DENND11 DENND4C DFFB DIPK2A DNAJA1 DNAJB1 DPH2 DVL2 DYRK3 ECI2 EEIG1 EFCAB14 EFHD2 EI24 EID1 ENO2 EXTL3 FADS6 FBXO9 FCSK FHOD1 FIG4 FLVCR1 FTX GDPGP1 GIPC1 GLB1 GNA11 GPD1L GPI GPR180 GPR68 GRHL1 GRSF1 GTF2H2 GTPBP3 GYG1 H6PD HAUS7 HES6 HNRNPLL HOPX HPCAL1 HSPA1B HSPA8 HSPH1 HYCC2 INCENP ITGA3 JPT1 KCNN4 KHDRBS1 KPNA2 L2HGDH LAMP1 LDLR LIPT1 LPCAT1 LRP8 LRRC45 MAP2K1 MBLAC1 MBNL3 MDH2 MICAL1 MKNK2 MMD MPI MPV17L2 MRPS35 MSL3 MTIF2 MTX2 NANP NFXL1 NHERF1 NIN NLRX1 OLA1 PDIA3 PDPR PEX26 PHACTR4 PLOD3 PMM1 PPARGC1B PRDX2 PRKAR2A PRPS2 PSMA1 PSMC3 RAB23 RAD9A RALB RECK REEP3 RETREG2 RHOF RNF11 RPA1 RPN1 RPP30 RREB1 RXYLT1 SAC3D1 SBK1 SC5D SCARB1 SCP2 SEPHS2 SETD7 SFR1 SGSM2 SGSM3 SH3BP5L SH3GLB2 SIPA1 SKP1 SLC19A2 SLC35C1 SLC39A10 SOAT1 SPNS1 SPTSSA SQLE STYX SWT1 TALDO1 TEDC2 TENT5C TFG TMBIM6 TMEM109 TMEM184B TNK2 TRIM32 TRIM8 TRIP10 TRIP6 TSC22D4 TSPAN3 TUBA1A TUBA3C TUBB TUBB4B TUBG1 TYMS UBQLN2 USP21 VAT1 VDAC1 WDR53 WFS1 XYLT2 YWHAH ZBTB14 ZFPM1 ZNF32 ZNF708 ZNHIT2 GSE2770_UNTREATED_VS_IL12_TREATED_ACT_CD4_TCELL_2H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_UNTREATED_VS_IL12_TREATED_ACT_CD4_TCELL_2H_UP ABHD2 ACP3 ACVR1B ADD3 AGER AGPAT1 ALDH6A1 ALOX15 ANAPC5 ANP32A AOAH AOC2 AOC3 AQP9 ARHGEF6 ASAH1 ATP5MC3 ATP5MJ ATP5PO ATP6V0A2 BAD BASP1 BBLN BEST1 CALCOCO1 CAT CBX7 CCN3 CCPG1 CDIPT CDK14 CDK19 CDKN2D CEACAM4 CECR7 CHI3L1 CLASRP CLPTM1 CLSTN1 CNTN6 CPNE3 CRIP1 CS CUL4B CXCR1 DAPK2 DCTN3 DGAT1 DGCR2 DLGAP4 DMXL2 DNAJB1 DOCK2 DSTYK DYRK2 EIF4G2 EPHB4 EVI2B F13A1 FAM120A FBXL5 FCAR FCHO1 FGL2 FKBP5 FLII FRY GAA GANAB GAS7 GBA1 GDE1 GNAS GRAMD1B GRN H4C3 HAL HAT1 HDAC5 HMGB1 INTS1 IQGAP1 IQGAP2 IRF3 ITPK1 JAK1 KATNIP KCNQ1 LCAT LCP1 LIN7A LMO2 LSM6 LYZ MAN2A2 MAN2B2 MAP3K3 MAP3K5 MEGF9 METTL7A MGAM MICU1 MPG MPPE1 MSL1 MTHFS MTMR1 MYH9 MYO5A NAP1L1 NCAPD2 NCOA4 NDUFAF1 NEU1 NPTN OAT OSBPL8 PACSIN2 PBXIP1 PCNX1 PDE6D PEX19 PGLYRP1 PIGB PINK1 PITPNM1 PKN2 POLR2F PPP1R12B PRKDC PRPS2 PSMB4 PTGS2 PTOV1 PYGL RABAC1 RAF1 RAPGEF2 RNASE2 RPA1 RPL11 RPL27 RPL29 RPL38 RPS11 RTF1 S100A12 S100A4 S1PR4 SBNO2 SCAP SCO2 SCP2 SFN SIPA1L1 SIVA1 SLC9A1 SMS SPTAN1 SRF SRPK1 SRSF5 ST6GALNAC2 STAT3 STAT5B STIM1 STK24 SULT1A1 SULT1B1 SYCP2 SYNE2 TAF2 TAGLN2 TATDN2 TBC1D1 TIMP2 TLR2 TMBIM6 TMX4 TOB1 TPST1 TREX1 TSPAN2 UBA7 UCP2 UPF3A VBP1 VCL VNN2 VPS13B XPO6 XRCC1 YIPF1 ZBED1 ZBTB16 ZMYM2 ZNF185 ZNF467 ZNF516 ZSCAN26 GSE2770_UNTREATED_VS_IL12_TREATED_ACT_CD4_TCELL_48H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_UNTREATED_VS_IL12_TREATED_ACT_CD4_TCELL_48H_DN ABCD3 ACBD3 ACVR1 ALDOB ANXA1 ANXA5 AQR ARCN1 ARHGEF39 ARL4C ARMCX3 ASXL3 ATF3 AZIN1 BARHL2 BCL2L12 BRIX1 C12orf29 C14orf119 C1QC CACHD1 CCAR1 CCDC117 CCDC141 CCNE2 CCNG1 CCNQ CD164 CDK7 CDK8 CEP68 CEP95 CFAP298 CFH CHML CHURC1 CISD1 CNOT6 COP1 CRELD2 CRK CRYM DDX18 DLD DLK1 DNAAF5 DNAJC2 DNAJC21 DNTTIP2 DRAM2 EBNA1BP2 EEF1AKMT2 EIF3E ELOC EPDR1 EPS8 ESF1 EXOC1 EXOC3L1 EXTL3 FAM241A FGB GABRD GKAP1 GLYR1 GPR153 GPR62 GRB2 GTF2E1 HABP4 HEBP1 HELZ HHAT HNRNPLL HPS6 HSD17B4 HSDL2 HSP90AA1 HTRA1 IKZF2 IREB2 JAK2 JPT2 KLHL7 LAS1L LBH LTO1 MAF MANF MAP2K1 MATN4 MED13 MED21 MEMO1 MIA2 MLEC MND1 MRPL18 MTERF3 MTG1 NASP NCAPG NDUFAF6 NECTIN2 NFKB1 NKRF NLRP9 NOS2 NPR1 NTRK1 OMD ORC4 OSBP PBK PCGF6 PCM1 PDE4DIP PDE6D PGAM1 PHLPP1 PITPNA PLPPR2 PNO1 POLB POM121L2 PPBP PPP4R3B PRXL2A PSMA2 PSMA3 PSPC1 PURB PWP1 RAB1A RAB39A RAD17 RBM18 RNASEH2B RNF11 RNGTT RPP25L RPRD1B RPS19BP1 SALL4 SBNO1 SCAF8 SCFD1 SDC4 SF3A3 SIRT1 SLAIN2 SLBP SLC12A1 SLC15A4 SLC25A3 SLC35A3 SMARCAD1 SNX3 SNX5 SPATA2L SPINK5 SRSF7 SSR2 STAC2 STRN SYPL1 TAS1R1 TATDN3 TGDS THUMPD3 TIMM23 TLCD1 TMEM64 TMEM70 TNPO3 TOGARAM1 TOP2A TRIM5 TRNAU1AP TSPAN14 UBA5 UBE2B UBE2D3 UBE2L6 UCHL5 USF2 VOPP1 VPS53 WDR26 WDR62 WDR77 WRNIP1 YWHAE ZBTB5 ZFX ZMAT1 ZNF14 ZNF644 ZNF654 ZYX GSE2770_UNTREATED_VS_IL12_TREATED_ACT_CD4_TCELL_48H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_UNTREATED_VS_IL12_TREATED_ACT_CD4_TCELL_48H_UP ABHD1 ACVR1B ADGRE5 AEBP2 AGPAT2 AGPS AHRR ALAS1 ARHGAP1 ATPAF1 AZI2 AZIN1 B4GALNT2 BBS9 BCL2L12 BEND4 BLTP3B BMP8A BMPR2 BUB1B C1QC CAST CBFA2T2 CCDC47 CD79B CDKN1B CEP95 CHIC1 CLEC6A CNPY3 COL17A1 CSRNP1 CTSD CUL3 DENND1C DENND4C DKK2 DMAC2 DNAJC22 ECPAS EED EFCAB14 EIF3F EIF4E3 ENC1 ENO1 ERI2 ERMP1 ETNK1 F9 FABP1 FAM120B FASLG FCER2 FREY1 FXYD2 G6PD GALNT1 GBA2 GCNT1 GIMAP4 GJC2 GK GLE1 GPR155 GPR25 GPR68 GPRASP3 H2AJ HAUS8 HEATR5A HERC2 HLX HMG20A HRH1 HVCN1 IDS IFI30 IFIH1 IFT140 IKZF1 INO80E ITGB3 KIAA0930 KLF13 KNOP1 KPTN KRT80 LAPTM5 LCP1 LMO2 LPL MAPK1 MAPK3 MBIP MED11 MIA2 MKRN1 MND1 MRPL33 MTRR MYO9B NAA38 NAT8L NCOA1 NCOA2 NDUFAF4 NEB NFAT5 NFATC3 NGEF NOL7 NRIP1 NRROS OGFRL1 OXR1 P2RY10 PAIP2 PARP14 PDE6D PDXK PGGHG PGM2 PHLPP2 PLEKHM3 PLXNB2 PNKP PPP2R5C PRC1 PRG2 PRKDC PSPC1 PTPN12 PTPRC RAB37 RAP1A RAP2B RAPGEF1 RASAL2 RHOG RIPOR2 RRM2B RSPH9 RTN4RL1 RUNX3 S100PBP SALL4 SCN2B SESN3 SHLD1 SLAMF6 SLC15A2 SLC30A6 SLC38A2 SLC43A2 SLC45A4 SLC6A12 SMAD1 SMAD7 SMG1 SMPD2 SNTA1 SPN SRRM1 SSRP1 ST3GAL2 STAG1 STAG2 STARD9 STIL STK40 SUCLG2 TACC1 TBC1D4 TBX6 TMEM131 TMEM74 TNFRSF18 TNFRSF1B TNIK TNRC6B TREML1 TRIR TRPT1 TSC22D3 TXNDC12 UBE2D3 USP27X WDR13 WDR20 WRN ZFP36L2 ZFP41 ZFP90 ZMIZ2 ZNF14 ZNF175 ZNF362 ZSCAN22 ZWILCH GSE2770_UNTREATED_VS_IL12_TREATED_ACT_CD4_TCELL_6H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_UNTREATED_VS_IL12_TREATED_ACT_CD4_TCELL_6H_DN AANAT ACE2 ACTR6 ADAM8 ADGRL4 ADORA2A AFF1 AHR ALDH4A1 ALDOA ANXA1 AP1S3 APRT ARHGAP5 ARSI ASAH2 ASAP2 ASB11 ATG4B ATP8A1 BAZ1A BPHL C1QBP C1orf53 C3orf70 C5orf24 CACNB2 CACYBP CALR CAPN15 CARD19 CASKIN2 CCDC107 CCDC120 CCDC184 CCNYL1 CD200 CDC14B CDC42BPB CDH13 CDKN1A CES3 CGREF1 CHIC2 CHRNA4 CLCN6 CLEC12B CLIC6 CMC2 COG2 COL26A1 COL27A1 CORO7 CPNE3 CRELD2 CTDP1 CTDSP2 CYTH1 DAAM1 DGKK DHRSX DHX32 DIPK2A DIS3L DPAGT1 DYRK3 EIF3J ELMO3 ELOVL6 EPSTI1 ESYT2 FASTKD1 FCF1 FGB FGF13 FNDC5 FRMD4B FSTL4 FZD7 FZR1 GALNT10 GARS1 GAST GCAT GLRX3 GNA15 GOT2 GPR65 GPT2 GRAMD1C GRAMD2B GTF3C6 GYS1 H2AX HAS1 HEXD HOXC13 HOXD13 IL15 IRF5 KBTBD3 KLHL6 KRTAP8-1 LOXL3 LRRC28 LRRC3 MALSU1 MAN1A2 MAPK8IP2 MFSD14A MIP MLX MRPS12 MTHFR MTMR14 MVB12A MYCL MYO6 MYO9A NAGA NDUFV3 NET1 NSMCE1 ORMDL2 OSTC PACS2 PEDS1 PHB2 PI4K2A PI4K2B PID1 PKIB PKP4 PLPP2 PPA1 PPP2R3C PRDM15 PREP PRKRA PROKR2 PSMD12 PSMD3 PTGR3 PTRHD1 PWWP2B RAB2A RASGRP3 RASSF9 RNASET2 RNF169 RNMT RPS10 RPS27L RPS6KL1 RTL8C RXRA SCARB1 SCRN1 SEC24D SEPSECS SERPINF1 SHC4 SIK2 SIL1 SLC22A23 SLC35A4 SLC35F5 SLCO1A2 SPACA4 SPATA6 SPATS2L SPO11 SPTBN1 SRGAP2 ST13 STRADB STRBP SYNRG TAF5L TAP1 TAP2 TAX1BP3 TM4SF5 TMBIM4 TMEM88 TNFAIP2 TNK1 TOMM70 TRIM28 TWNK TXNL1 UBD UQCRB VAX2 VPS37C WASHC5 WDR91 WHAMM WNT7A ZFHX3 GSE2770_UNTREATED_VS_IL12_TREATED_ACT_CD4_TCELL_6H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_UNTREATED_VS_IL12_TREATED_ACT_CD4_TCELL_6H_UP AARS1 ABHD10 ACE2 ACKR2 ACR AFF1 AFF4 AKIRIN2 ALDH18A1 ANAPC16 APOA1 ARHGEF10 ARL14EP ARPIN ASNS ATF3 ATF4 ATP11A ATXN7L1 BANP BATF BNIP5 BTLA C15orf48 C21orf91 C2CD3 CARS1 CBR4 CCDC115 CCR10 CEBPB CEBPG CFAP97 CHAC1 CLDN12 CLK3 COL26A1 COPS3 COQ5 COX7A2L CXorf49B DDIT3 DDIT4 DDX6 DHRSX EEF1E1 EIF2S2 EIF4EBP1 ENSA EPC2 FAM13B FBXO33 FERMT2 FGF11 FILIP1L FIP1L1 FLT4 FNDC3A FRMD4B G0S2 GALNT16 GBP2 GBP6 GBP7 GJB4 GPRC5D GPT2 H3-5 HAPSTR1 HERPUD1 HNRNPA1 HNRNPH3 HSFY2 HTR1A IAH1 ICAM1 IFRD1 IKZF4 INPP4A IRF1 JDP2 JUNB KDM4A KHNYN KIT KLF7 LARS1 LMO4 LRATD2 LRP3 LYPD5 MAFF MAGEL2 MARCHF6 MFSD6 MGAT4A MIA2 MID1IP1 MLLT11 MORN4 MPDU1 MZT1 N6AMT1 NAALADL1 NAB2 NDFIP1 NEK8 NEMP1 NFE2L1 NGDN NIPSNAP2 NMD3 NSD3 NTAQ1 OAS2 OLFM1 P2RX4 PANX3 PAX6 PCK2 PDCD1LG2 PDZD8 PGC PHGDH PHKG1 PITPNB PIWIL4 PLCXD2 PLXNB2 PNRC1 PPP1R15B PQBP1 PRR11 PSMB9 PSPH PTGER4 PTPN1 PYCR1 RAB2B RALGAPB RASGRP1 RBM4 RBMX RELB RGS9 RHBDD1 RHOG SARS1 SERTAD1 SESN2 SIAH2 SLAMF1 SLAMF7 SLC14A1 SLC18A1 SLC1A4 SLC37A1 SLC38A2 SLC3A2 SLC6A12 SLC6A9 SLC7A1 SLC7A13 SLC7A5 SOCS4 SPA17 ST7L STK40 STX5 TAP1 TCTA TIMM22 TMEM11 TMEM128 TMEM163 TMEM209 TMEM72 TMEM88 TNFAIP8L2 TRAPPC6B TRIB3 TRIM56 TRMO TTC39A UBALD2 UMOD UPF3A VEGFA VPS54 WBP11 YPEL4 YPEL5 YTHDF3 ZC3HAV1 ZDHHC24 ZDHHC5 ZFP36 ZNF516 ZNF622 ZNF808 GSE2770_UNTREATED_VS_IL4_TREATED_ACT_CD4_TCELL_2H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_UNTREATED_VS_IL4_TREATED_ACT_CD4_TCELL_2H_DN ACO2 ACYP2 ADAMTSL4 ADK AKIP1 AKR1E2 ALDH16A1 ANGPTL4 ARHGAP29 ARL5A ARL8B ATF7IP2 ATP8A1 BAG4 BFSP2 CACNA1H CASP7 CCDC110 CCDC124 CCDC34 CCT3 CCT6A CD70 CDC7 CDCA5 CENPL CHML CHTF18 CISD1 CNOT9 COMMD5 CPSF2 CRPPA DDIAS DDX28 DKC1 DMXL2 DNAAF2 DRG1 DTYMK DYNC2I2 E2F2 ECHDC1 EED EFTUD2 EIF2B1 EIF3L ELOVL6 EMID1 EPRS1 ERI1 ERI2 FAH FAM76A FAM83G FANCL FANCM FDFT1 FEM1B FER FKBP4 FLT3 GALNT2 GGT7 GNAI3 GOPC H2BC5 HADHA HAUS4 HAUS5 HBG2 HCFC1 HES6 HMBS HMGB3 HTRA2 IFT80 IQCB1 KCTD20 KIF22 LAP3 LHFPL4 LMO4 LPIN2 LTK MAPRE2 MED8 MED9 METAP2 METRN MICU2 MIF MIS18A MND1 MPHOSPH6 MRPL27 MRPL28 MRPL47 MRPS22 MSH2 MTM1 MVD MYBPC3 NAA50 NBN NCBP3 NDUFA10 NDUFAF1 NDUFAF7 NDUFB2 NDUFB7 NEIL1 NHERF4 NME4 NOP16 NPAT NSMCE2 NSMCE4A NSUN2 NUDCD1 NUP43 NXF2 ODC1 ORMDL2 OXLD1 PALS2 PFKFB1 PGP PIDD1 PINX1 PNO1 POLE POLH POLR3C POMP PPFIBP1 PPIH PRADC1 PRDM16 PRDX4 PRPF18 PSMA6 PSMD13 PSMD9 PSME3 PSMG1 PTEN PTGR1 PXMP2 RAE1 RBBP8 RBKS RGCC RNLS ROPN1L SF3A1 SLAMF7 SLC25A11 SLC25A13 SLC45A4 SLX4 SNHG32 SNRNP27 SOX5 SPCS1 SPEF1 SSR1 SSX2IP STARD9 SUPV3L1 TAF6 TBL1X TESMIN TIMELESS TIMM23 TIRAP TM4SF5 TMEM184C TMTC3 TONSL TRMT5 TSFM TSN TTC32 TTC9C TUBG1 UBA2 UBE2D2 UBE2T UMPS VSNL1 WDR36 WDR90 WDSUB1 XBP1 YARS1 YDJC ZNF706 ZNG1B ZWINT GSE2770_UNTREATED_VS_IL4_TREATED_ACT_CD4_TCELL_2H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_UNTREATED_VS_IL4_TREATED_ACT_CD4_TCELL_2H_UP ABCC6 AHNAK2 ARHGAP1 ARID5A ARPC1A ATF5 ATP1B1 ATP6V1G1 AURKA BABAM1 BEND6 C19orf33 C1QC C2orf73 CACNA1B CAPN3 CBS CCDC18 CCDC181 CD96 CDC123 CDCA2 CDCA8 CDH2 CDHR4 CDKN2C CDKN3 CENPH CHCHD10 CILP CKAP2L CLDN9 CLEC5A CMAS CMPK2 COL19A1 CSF1 CST8 CXCL10 CXCR6 CYB561D2 CYP3A7 CYSLTR2 DAP DBN1 DBNL DCAF5 DENND1A DEPDC1B DLG4 DNAJC2 DNAJC22 DNM2 E2F5 ECSCR EEF1D EIF2A ELAVL1 FABP1 FBXL18 FGD1 FGFRL1 FJX1 FOXM1 FSHR FZR1 GAL GBP6 GDA GINS1 GNB4 GPIHBP1 HDGF HIC2 HNRNPD HS3ST2 ICAM5 IFIT1 INSM1 IPPK IRF4 IRF7 ITGB5 JPT1 KCTD2 KHDRBS1 KIDINS220 KIF18A KNL1 LAG3 LCP1 LCT LGALS1 LGALS9B LIN9 MAF MED10 MELK MESP1 METTL27 MID1 MLLT1 MND1 MOGAT1 MPEG1 MSRB1 MTHFD2 MVK MX2 MYH7B MYPOP NDE1 NDUFA8 NDUFB9 NDUFC2 NSMAF NSMCE2 NUP214 NUP62 ODF4 OXCT2 PAK4 PBK PCDH8 PCDHA12 PDCD1 PHF14 PI4K2B PKP4 PLEKHH1 PON2 POU2F2 PPP1R14C PPP1R17 PRELID1 PRICKLE3 PROSER1 PRSS23 PSEN1 PSMD2 PTDSS1 PTGR2 PTHLH PYCR2 QPCTL RASSF3 RER1 RGS20 RILPL2 RNPS1 RPA3 RPL22 RSRP1 SAPCD2 SCN1A SDCCAG8 SEMA4C SEMA4D SERAC1 SERPINH1 SH2D2A SHLD1 SLC4A1 SLC5A2 SLC7A5 SLITRK6 SMAD6 SMARCB1 SNCA SNX11 SPAG5 SRGAP1 STAU1 STIL STMP1 SYCE1 SYNE2 SYT7 SYTL2 TAPBP TBC1D13 TBX21 TCFL5 TEX10 TEX30 TGFBI TIMP2 TIMP4 TMEM158 TMEM47 TNFRSF11A TNFRSF4 TRAFD1 TSPOAP1 UBE2G2 UBE2Z WDR33 WRN ZNF710 ZW10 GSE2770_UNTREATED_VS_IL4_TREATED_ACT_CD4_TCELL_48H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_UNTREATED_VS_IL4_TREATED_ACT_CD4_TCELL_48H_DN ACYP2 ADK AK3 ANP32B APOC2 APOO ARHGAP29 ATAD1 ATP5MG ATP5PB ATP5PF B9D1 BACH2 BAG2 BRIP1 BUB1B C3orf38 C3orf70 CAPRIN1 CCDC124 CCDC34 CCNH CDC16 CDC25B CDC42EP3 CDC45 CDKN2A CDKN2C CENPF CENPM CENPN CEP72 CFAP251 CFAP298 CFAP36 CHTF18 CIP2A CISD1 CKAP2 CKS2 CNOT9 CNPY2 COMMD5 COX6B1 CPSF2 CRELD2 DAB2IP DBF4 DDX19A DDX28 DERL3 DHFR DHX40 DMWD DPP3 DSN1 DYNLL2 EFCAB11 ERI1 ESPL1 ETHE1 FADS2 FAM117A FAM98B FAS FOXM1 GALC GINS1 GINS2 GMDS GRSF1 GTF2A2 H2AX HADHA HBG2 HES6 HMGN5 IDH3A IFT122 IFT80 IMMT IQGAP3 ITGB3 KIF20B KNL1 KRT222 LAGE3 LRP8 LRWD1 MBD4 MCUB MED8 MEMO1 MIS18A MND1 MRPL10 MRPL27 MRPL44 MRPS14 MSRA MTBP MTHFD1L MTM1 MTMR9 MYB MYBL2 NAF1 NBN NDUFA8 NEDD8 NEK2 NME7 NOA1 NSDHL NSMCE2 NSMCE4A NUTF2 OIP5 OPTN OTUD6B PA2G4 PARP8 PCYT1B PCYT2 PDK3 PIH1D1 PIMREG PINX1 PIPOX PKP4 PLPP5 PNLDC1 PNO1 POLR3H PPIL1 PPP1R8 PRADC1 PRDX4 PREP PRPF40A PRPS2 RAD18 RAD51B RAPGEF3 RBKS RCC1 RECQL4 RELN ROPN1L SAE1 SAPCD2 SCAF11 SCCPDH SEC13 SELENOH SERINC5 SLAMF7 SLC15A3 SLC25A11 SLC25A13 SLC25A6 SMCO4 SNX1 SOX5 SPATA24 SPEF1 SPI1 SSR1 SSX2IP ST3GAL5 SUDS3 TAF9 TBC1D31 TEDC1 TERF2IP TG THBD THOC7 TICRR TIMM23 TIPIN TKTL1 TMED6 TMEM201 TOPBP1 TRAIP TSG101 TSTD2 TTC9C TTK TUBG1 TXNL1 UBE2E1 UBE2M UBE2T UCHL5 VPS35 XRCC3 ZC3H14 GSE2770_UNTREATED_VS_IL4_TREATED_ACT_CD4_TCELL_48H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_UNTREATED_VS_IL4_TREATED_ACT_CD4_TCELL_48H_UP ACOD1 ACTR10 ADAM8 ADCY6 AGRN AHNAK2 AKIRIN1 ALDH18A1 ANKRD6 ANXA6 AP4B1 APP APPL1 ARF4 ARHGAP6 ARSB ATF6B ATG9A ATXN1 AUP1 BMPR2 C15orf40 CACNA1H CACNB3 CALCOCO1 CCDC146 CD177 CD300C CEP76 CHCHD7 CHD2 CLN8 CLU COMT CORO2B CRADD CREG1 CTSE CXCL10 CYB561D2 DCAF6 DCTN6 DDX56 DICER1 DNAJA3 DNAJC1 DNAJC13 DPY19L1 DSEL DYM EAF2 EBAG9 ECSCR EDF1 EEF2K EFCAB3 EFNA2 ELP5 EME2 ETV3 F10 FAM3A FBXO17 FCGR2A FEM1A FKBP2 FOSB FPR2 GBA2 GCDH GDAP2 GFI1 GGPS1 GLCE GNE GOLGA5 GOSR2 GPATCH2 GPR108 H1-0 HARBI1 HCAR2 HS2ST1 IDH2 IER3 IL1B IMPA2 ITGAX ITIH5 JOSD2 KCNN4 KDM5B KHK KIAA1217 LAMB2 LAX1 LIMK1 LOXL2 LSR LTF LZTFL1 MAB21L3 MCEE MDH2 MIA3 MKNK1 MMACHC MOCS2 MRPL20 MRPL54 NBEA NDUFB4 NDUFB6 NDUFV3 NEK6 NSFL1C NSG1 NSMCE2 NUDT17 OSBP OXNAD1 PCCB PDZD4 PELO PHYH PIGB PLCD1 PNPO PNRC1 POGLUT2 POLR2I POLR3D PON1 PPA1 PPM1H PRDM15 PREB PRICKLE3 PTPN9 RAB11FIP1 RAB39B RAB3D RCHY1 RECK RHPN2 RIOK1 RIOK3 RPL41 RREB1 RTN3 S100A6 SCAMP2 SCFD2 SEC11C SERINC3 SGCB SH3BP5L SIGLEC7 SLC11A1 SLC11A2 SLC22A23 SLC25A23 SLC27A1 SLC30A6 SLC33A1 SLC3A2 SLC50A1 SLFN12 SMIM13 SMOX SNAP47 SOAT2 SPHK1 SPR SRP68 SRPRA STX3 STX8 SVIL TAX1BP1 TESC TF TGFBI TM9SF2 TMEM230 TMEM263 TOM1L2 TOR1B TOR2A TRABD TRIM24 TSPO UFC1 UPF3A UQCRQ UXS1 YAE1 YPEL2 ZNF35 ZNF652 GSE2770_UNTREATED_VS_IL4_TREATED_ACT_CD4_TCELL_6H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_UNTREATED_VS_IL4_TREATED_ACT_CD4_TCELL_6H_DN ACP5 ACTR6 ADD3 AGER AHCTF1 AKAP11 AKAP13 ANGPTL1 ANKRD11 ARHGAP33 ATXN10 ATXN7L1 B9D1 B9D2 BCAR3 BCL7A BID BNIP1 BTBD6 C16orf87 C18orf54 C19orf25 C3orf70 C4orf46 CA13 CBFB CBX7 CD2 CDCA3 CDKN2D CELSR1 CLIC1 CNST CORO1B CSK CUX1 DENND1B DNM1L DSN1 DTNB DTNBP1 DUS2 ECT2 EEF1AKMT2 EID1 EIF3F EPOP ESCO2 EXOC6 FAM168B GAB3 GAPVD1 GCNT1 GMIP GNA12 GNA13 GRB2 GYPC HEATR6 HERC3 HIF1A HIPK3 HLA-DOB HLA-DRB1 HNRNPUL2 HSD17B7 IDH3B IFIT2 IL4R INTS6L INVS IPO5 IQCE ITGAV ITGB3 ITGB3BP ITPA ITPR1 JAK2 KIF11 KLHDC3 L3MBTL3 LIFR LIMD1 LNX2 LONRF1 LSP1 LTK MAD2L1 MAGOHB MAP3K3 MAP4K2 MAP7 MAPK11 MBD4 MBP MDM1 METTL14 MFSD1 MID1IP1 MRPL20-AS1 MRPL3 MTBP MZT1 N4BP3 NBEAL2 NCOA1 NCOA3 NEIL1 NEK2 NFATC2IP NFATC3 NIPSNAP1 NOXRED1 OAS1 ORMDL1 OSBPL9 OSGIN2 PAIP2 PANK2 PCM1 PCYT1B PEA15 PEX7 PHF2 PHIP PHKA1 PIF1 PLCG1 PLEKHO2 POLR1D POLR3B PPP1CA PPP1R3F PPP6R1 PTPN23 PXK RABEP1 RAC2 RAP1GDS1 RDH12 REL REV3L RGS19 RHOF RNF125 RNF41 ROPN1L RPGR RPS6KA3 RPS6KA5 SBF2 SCAI SDCCAG8 SDE2 SEC22C SETD1A SETD2 SF3B2 SH3KBP1 SLBP SLC39A6 SLC9A5 SMCO4 SNRPD1 SNX30 SPEF1 SPI1 SPNS3 SPSB3 STAG2 SULF2 SULT1A1 SUMO3 TBCEL TBL1XR1 TCOF1 TEN1 TFEB THOC7 TK2 TMEFF1 TOP2B TP53I11 TPD52 TUSC3 TXNDC16 UNC119 USP1 USP11 UVRAG VASN VPS33A WIPF1 YWHAB ZC3H14 ZC3H7B ZNF346 ZNF367 ZNF746 GSE2770_UNTREATED_VS_IL4_TREATED_ACT_CD4_TCELL_6H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_UNTREATED_VS_IL4_TREATED_ACT_CD4_TCELL_6H_UP AAMP ABCF1 ABHD17A ABTB1 ACADL AIFM2 ALDH1L2 ALDH4A1 ALG11 AMBP ANXA3 AP1S3 ARID5A ARMC3 ARSG ASCC1 ATP10D ATP5F1D ATP6AP1 ATP6V0D1 BCL7B BNIP3L BRI3BP BSCL2 BTD C19orf38 C1orf68 C9orf72 CCDC12 CCDC126 CD248 CD38 CDK2AP2 CIR1 CLN3 CLU CMTM3 CRTAC1 CTSV CUL4B DACT2 DCTN2 DHRS3 ENPP3 ESM1 EZH1 F11R FBXO3 FBXO8 FBXO9 FBXW2 FCGR3A FFAR2 FHL5 FKBP9 FMO5 FOXD3 FST FUBP3 FUT7 GALNT7 GATM GCNT3 GNB5 GNS GPLD1 HGSNAT HK3 HPSE HSD17B8 HYPK IDS IGFBP6 IGHM IGIP IKZF4 ILK INPP5B IPO11 ISG20 KLC4 KLHL12 KLHL6 KPNA3 KRT80 LAMC1 LCA5 LMO2 LMOD2 LRRC20 LRRC28 LSM14B LYRM4 MAP1LC3A MDGA2 MMD MPP1 MT2A MTFR1L MTMR10 MTPN MUSTN1 MVP MYH4 NABP2 NDRG1 NDUFV3 NLRP12 NMB NOD1 NOP53 NOXRED1 NXPE3 OASL OAZ2 OGFRL1 PANX1 PARP9 PCBP4 PI4K2B PIP4K2A PKP3 PNPLA6 PPP1R14B PPP1R1C PROS1 PRPS1L1 PRR5L PSEN2 PTMS PTPN22 PTTG1IP PURA PURG RAB23 RABAC1 RABGAP1 RAP2A RBM43 RCOR2 RDH10 RELT RGS5 RHOB RHOT2 RNASE4 RNASEK RNF14 RNF215 RPS6KB2 RRM2 SARAF SBDS SCRG1 SEH1L SELL SIGLEC10 SLC15A4 SLC29A1 SLC39A1 SLPI SMAD1 SMPDL3A SNX24 SOAT2 SPPL2A SQOR SRI SSH3 STARD7 STK39 STMN1 STX3 TADA3 TAX1BP3 TBC1D17 TBXAS1 TJP3 TK2 TMEM106B TMEM64 TPRG1L TRHR TRIM11 TRPT1 TSHR TSN TST TULP4 TYROBP UBXN6 UNC119 VPS26B WARS1 XPC YAE1 YPEL3 ZBTB41 ZC3H12D ZMYM5 GSE2770_UNTREATED_VS_TGFB_AND_IL12_TREATED_ACT_CD4_TCELL_2H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_UNTREATED_VS_TGFB_AND_IL12_TREATED_ACT_CD4_TCELL_2H_DN ACO1 ADCY6 ADPGK AHSP ALDH18A1 ALDH1A3 ALOX12 AMIGO1 ANAPC11 ANKRD35 ANKRD37 ANP32B AP1M2 APLF APRT ATG2A ATP1B1 ATP4B ATP5MK BAIAP3 BIRC5 BMAL2 BNIPL BRCA1 BRD8 BRK1 C10orf82 C4orf46 CAMK1G CAPS2 CCNB2 CD1D CD93 CD96 CDC123 CDC42BPB CDCA2 CDH1 CDKN2C CEP126 CEP131 CES3 CHFR CHST9 COCH COL13A1 COL15A1 COL4A1 COPS7A COX17 CXCL10 CXCL14 CYB561A3 CYP1B1 CYP27B1 CYSLTR2 DCAF5 DDB1 DEPDC1 DNAJC3 DOHH DTNB DUSP10 DYNC2H1 EMC1 FAAH FABP1 FARP1 FBXL19 FBXO46 FGD1 FGFRL1 FHL3 FTMT FZD10 GADD45B GIMAP1 GNAT2 GNL2 GOLGA3 GPD2 GREB1L HDGF HIC2 HYKK IRF7 IRF9 ITGAL JCHAIN JMJD4 JPT1 KCTD2 KIF2C KRT78 KRTAP21-1 KRTCAP2 LRFN4 LRRC42 LUZP1 LY6G6C LYPD3 MAL MAST2 METTL14 MIR1915HG MISP MOB1B MRPL28 MRPL45 MRPL9 MX2 MXD1 MYB MYH11 NANS NCK2 NDUFA5 NHERF1 NOBOX NOL6 NPHP4 NSMCE3 NUSAP1 OARD1 OMG PAFAH1B1 PAFAH1B2 PAK4 PBK PCDHB3 PDE6A PDLIM2 PDZK1IP1 PEDS1 PHB2 PLCL1 PNPLA7 POLD1 PRC1 PRKAR2A PTHLH RAD54L RCC2 RDM1 RER1 RNF114 RNF128 RRAD RTL8B SAC3D1 SDC3 SDC4 SIK1 SKA3 SLC44A2 SLC5A2 SLC6A19 SMC2 SMG9 SPATA4 SPRY1 SSTR4 STK39 STPG4 SYNE2 TAFA4 TBC1D22A TDRD7 TEX30 TEX37 TFAP2C TFEC TH THOP1 THYN1 TMEM127 TMEM205 TMEM37 TMPO TMPRSS2 TNFRSF4 TOP2A TPX2 TRAFD1 TRIM28 TRUB2 TSPAN7 TUBA1B TUBGCP3 UBE3B USF2 VWC2L WDHD1 WDR1 WEE2 WNT5A XAF1 ZNF516 ZNF691 GSE2770_UNTREATED_VS_TGFB_AND_IL12_TREATED_ACT_CD4_TCELL_2H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_UNTREATED_VS_TGFB_AND_IL12_TREATED_ACT_CD4_TCELL_2H_UP ABCA12 ABCA6 ABI3 ACOX1 ACTN1 ADAMTS9 ADGRL4 ADRM1 AFAP1L1 AFF3 ALDH3A1 ANG ANKLE2 ANO3 APLP1 APRT ARF3 ARMC5 ATG7 ATP6V0D2 B4GALNT2 BFSP1 BPIFA3 C11orf71 C16orf54 C8orf48 CAGE1 CAPSL CASR CBFA2T2 CBLC CBLN2 CCDC107 CCDC28A CCDC28B CCDC40 CCNE1 CDK20 CDK3 CHAD CLEC2L CLIC6 CLXN COA3 COL26A1 COL6A2 CPSF4 CRMP1 CSDC2 CSMD3 CSN3 CYSRT1 DDR2 DHTKD1 DMRT3 DUOXA1 EGR2 EPHB6 ERAS EZH2 FAM120AOS FOXH1 FUNDC2 GABRB1 GABRB2 GALNS GGT5 GJA10 GPR12 GRIA4 GRIPAP1 GSTCD GTF3C5 HACD3 HADH HADHA HAO2 HBZ HCRTR1 HEXB HS1BP3 ID2 IFITM5 IGSF1 IGSF21 IGSF9B IL12RB2 IL27RA IP6K2 JUND KCNK4 KDF1 KDM3B KDM5D KRT27 KRT7 LAG3 LAMTOR1 LLGL1 LPP-AS2 LRRC1 LRRIQ4 LSM11 LTBR LYL1 MAN2A2 MAPK8IP2 MC2R METAP2 METTL7B MLH3 MROH2B MRPL11 MTMR11 MYOG NDUFA11 NPTX1 NUDT16 NUMA1 NXPH2 OPRM1 OSBP2 PFN2 PIGZ PLA2R1 PLSCR4 POLR1C POU1F1 PRDM16 PRKAB1 PRR15L PTBP1 PTHLH PTPRG PTPRS RASSF7 RCL1 RGS16 RIMBP2 RPL18A RPL31 RPLP2 RPS6KL1 SASH3 SAYSD1 SBSN SCML4 SEBOX SEMA3F SEMA6C SFT2D2 SLC12A8 SLC13A1 SLC22A1 SLC22A12 SLC27A1 SLC28A3 SLC2A6 SLC5A7 SMG8 SNTA1 SSH3 STEAP1 STIM1 STT3A TAP1 TBCEL TELO2 TGM4 THBD THRAP3 TMEM158 TMLHE TMPRSS11F TP73 TPRG1L TRABD TRHR TRIM28 TRIM9 TSSK4 TXN UPK3BL1 UQCC2 UQCC3 UQCC5 VAMP5 VKORC1L1 WASF2 WNT2 WWC1 XRCC1 XRCC3 YPEL2 ZFPM2 ZIC4 ZNF143 ZNF280B ZNF521 GSE2770_UNTREATED_VS_TGFB_AND_IL12_TREATED_ACT_CD4_TCELL_48H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_UNTREATED_VS_TGFB_AND_IL12_TREATED_ACT_CD4_TCELL_48H_DN ABCG2 ACBD3 ACP2 ACP6 ADD1 AGPAT5 AK5 ALG1 AMBRA1 ASB3 ATOSA ATP2B3 ATPAF1 ATRX B4GALNT2 B4GALT1 BAZ1A BAZ2B BCAP31 BCAT2 BIN3 BMAL1 BPIFA2 BRMS1 C19orf48P CAPNS1 CCDC91 CCNY CD38 CDKN2A CHD2 CKLF CLNS1A CNN2 CNPY3 CNTN4 CSNK1G2 CSTF2T CYRIB D2HGDH DCLRE1C DDX50 DENND11 DNAJC10 DNAJC21 DYNC1I2 DYNLT1 EFCAB14 EHBP1 EHF EIF4A2 ERP44 ERRFI1 EXO5 EXOC5 FAM199X FAM98B FAM98C FARP2 FBXL3 FBXL6 FGD4 FRS2 FUBP1 GNPNAT1 GRWD1 GSTK1 GTF2A2 HEATR5A HLA-DRB1 HMBOX1 HNRNPC HOXA10 HUWE1 IL9R KAT5 KPNA1 KRIT1 LAMC1 LAMTOR4 LCP2 LPIN1 MAPK14 MAST4 MED13L MEP1A MFSD9 MKLN1 MMP9 MMS19 MYLIP MYO1F NAT1 NDOR1 NDUFAF4 NFRKB NKIRAS1 NONO NOP16 NOP2 NT5DC1 OLFM1 OXR1 PDK3 PGGT1B PID1 PIGO PLCG1 PLEK PLEKHM3 PLEKHN1 PLS3 POLR3K PPIE PPIL3 PRKAB1 PSMG1 PTS RAB8B RABAC1 RABEP1 RALGPS2 RAP2C RBM18 RBM48 RBMS2 RCE1 RELCH RGS19 RHOT1 RICTOR RIMOC1 RO60 RPIA RPL24 RPLP2 RPS7 RSBN1 RXFP2 SEL1L3 SEPTIN2 SFT2D3 SHC4 SIAE SLC15A2 SLC25A28 SLC30A6 SLC32A1 SLC35A4 SLC4A7 SLMAP SMCO1 SMPD2 SP1 SPATA1 SPATA6 SPICE1 STIP1 SUPT4H1 TAPT1 TBX6 TCTA TEPP TFRC TIMMDC1 TM9SF2 TMEM143 TMEM234 TOMM40 TPCN2 TRIAP1 TRMT10B TUG1 U2SURP UAP1L1 UBN2 UFL1 USP42 USP8 UVSSA WARS2 WDCP WDFY2 XPR1 YIF1A YWHAH ZBTB20 ZBTB33 ZBTB45 ZDHHC24 ZFC3H1 ZFP90 ZHX1 ZMYM2 ZMYND11 ZNF236 ZNF260 ZNF287 ZNF629 ZNF787 GSE2770_UNTREATED_VS_TGFB_AND_IL12_TREATED_ACT_CD4_TCELL_48H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_UNTREATED_VS_TGFB_AND_IL12_TREATED_ACT_CD4_TCELL_48H_UP ABT1 ACTR5 ADGRE5 AGA AIFM2 AKAP4 AKAP5 ANAPC2 ANKRD13B ANKRD46 ANTKMT AP5M1 ARF4 ARL6IP4 ARPC1A ASAH2 ASAP3 ASF1A ATCAY ATP5ME ATPAF2 ATRNL1 BAG6 BMPER BOLA2 BUB1B C2orf73 C6orf118 C9orf43 CASP7 CCDC12 CCDC186 CCDC32 CD274 CD300C CDK2AP2 CHD9 CLEC12B CLEC5A COPB1 CWC15 CYB561D2 CYP2C8 CZIB DAGLB DARS2 DEF6 DMAC2 DPH6 DUSP26 ENPP1 EPS8L1 ERO1A ETFRF1 ETHE1 EXOC4 EYA2 FAM135A FAM172A FAM204A FAM91A1 FAM98C FBLN7 FBXL8 FGFRL1 FOXE3 FOXN3 FUCA1 GAMT GCSH GLRB GMEB2 GNA14 GNAS GPM6A GSTM4 HECA HSCB IKBKG ING3 INO80 INO80E ISOC1 ITGAM ITGB2 KANSL2 KAT5 KLK9 LHFPL6 LYPLA1 LZTFL1 MAD2L1BP MAPKAPK3 MATN2 MED30 METTL6 MGAT5 MIPOL1 MKNK2 MNAT1 MND1 MPHOSPH9 MRPL15 MRPL22 MRPS34 MTMR11 NALF1 NAT1 NCKAP1 NDUFB8 NEB NGEF NKX2-2 NR2E3 OMP OST4 PARP1 PCCA PCMTD1 PGAP4 PIK3CG PKP3 PLAG1 POF1B POU6F1 PPP1R3G PRKCA PRM3 PRPF3 PSMD1 PSMD14 PTN RASGRF2 RBFOX1 RBM6 RCCD1 RELCH RFXANK RPGR RPS25 RPS6KA2 SBSN SCAMP2 SCAND1 SELENOH SERP1 SF3B5 SH2D4A SHC3 SHLD1 SIN3A SIPA1L1 SLC25A36 SLC2A9 SLC30A6 SLC35A4 SLC41A2 SMPDL3A SNAPIN SNX20 SNX9 SPATA18 SPESP1 SRSF6 STK26 STX5 TAF2 TAF5 TBCCD1 TCP11L2 TGFBR1 TH TINF2 TMEFF1 TMEM215 TMEM223 TMEM229B TMEM30A-DT TMEM71 TMEM86B TNFRSF21 TPST1 TRPV1 TSC22D4 TSHZ3 TSPYL4 TUBB6 TXNDC5 UCHL5 UGT2A3 VPS39 XIAP YDJC YPEL3 ZMAT5 ZNF14 ZNF18 ZNF395 ZNF536 ZNF655 GSE2770_UNTREATED_VS_TGFB_AND_IL12_TREATED_ACT_CD4_TCELL_6H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_UNTREATED_VS_TGFB_AND_IL12_TREATED_ACT_CD4_TCELL_6H_DN AANAT ABCC9 ACSBG2 ADAMTS7 ADGRF5 AKIRIN2 AP1M2 AP2B1 AQP3 ARSI ART1 ASPRV1 ATP2B3 BASP1 BHLHE22 BPIFA2 BTBD19 BYSL C12orf71 C14orf93 C18orf25 CAMK2A CAPS2 CARMIL1 CC2D1A CCDC171 CD47 CD93 CERS4 CES3 CMPK2 COL19A1 COL27A1 COMMD7 CST8 CYB561A3 CYP2B6 CYP2F1 CYP4A22 DAB2 DBF4 DCSTAMP DEGS2 DIS3L DLST DNAJC3 DNPEP DQX1 EEF1E1 ENOPH1 EPB42 EXO1 EXOC3L2 EXOSC6 FAM20A FMO1 FOXB1 FOXD3 FRZB GAS1 GBP6 GLYAT GPM6B GPR171 HIF1AN HOXA4 HS3ST2 HSP90AB1 HYLS1 IGF1 IL17RC INCENP IRF4 JMJD4 KCNK2 KRT28 LGALS3BP LOX LRFN1 LTN1 LYG1 LYPD3 LYVE1 MADD MAK MAPK8IP2 MBD5 MDC1 MMD MORF4L2 MRGPRE MRPS25 MRPS6 MSH4 MVD NBEA NECTIN3 NIBAN3 NOBOX NOVA1 NTRK1 NUTF2 NXPH4 P2RX1 PAFAH1B1 PAFAH1B2 PAGR1 PAK3 PANX1 PARP14 PDE6B PDXK PERP PLA2G5 PLEKHN1 PLOD2 POLR2I POLR3K PORCN POU2AF2 PPEF2 PPP1R1B PPP1R2P1 PPP1R3F PRKAR2A PRPF19 PRRG2 PRSS16 PSCA RAB39A RAD52 RASSF9 RBM15B RFK RFX5 RHOC RTL3 SAA1 SCNN1G SEMA3C SETD5 SETD6 SF1 SGO1 SH2D6 SH3RF3 SHC4 SIX1 SKA3 SLC22A16 SLC25A3 SLC30A10 SLC38A3 SLC38A7 SLC43A1 SOCS5 SOD1 SPACA4 SRCIN1 STARD4 SUFU SV2B SYNE2 TAOK3 TBC1D13 TBX21 TENM1 THOP1 THSD1 TIMD4 TLR8 TMEM212 TMEM63B TMEM87B TMOD1 TNFRSF8 TNNI2 TNP2 TOM1 TOR1AIP1 TOR1AIP2 TRIM68 TSR2 TTC29 UBE4A UFD1 UPK3A USP40 WDPCP WNT5A WRAP53 YIF1B YIPF4 YWHAG ZFTA ZG16 ZNF131 ZNF276 ZNF516 ZNF580 GSE2770_UNTREATED_VS_TGFB_AND_IL12_TREATED_ACT_CD4_TCELL_6H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_UNTREATED_VS_TGFB_AND_IL12_TREATED_ACT_CD4_TCELL_6H_UP ABHD12 ACAT1 ACD ACO2 ANTKMT APPL2 ARFGAP2 ARL6IP6 ASH1L ASPSCR1 ATAD1 ATOSA ATP6V1D ATXN1L B3GNT5 BAZ2B BBS10 BCL2L13 BMPER C12orf57 C19orf48P C9orf78 CABLES2 CABP2 CAMKMT CC2D1B CCDC86 CCNL1 CCNT2 CD209 CD2AP CLEC12B CLEC7A CLK4 CPEB2 CRCP CSF2RA CUL2 CWF19L2 CX3CR1 CYB5R1 CYBA D2HGDH DARS2 DCLRE1C DENND1B DHPS DHX57 DNAJA2 DNAJC10 DTYMK ELAC1 ETFB EXO5 EXOC5 FAM204A FAM91A1 FAM98C FBXL6 FRMD4B FXYD5 FYTTD1 GAN GCSH GDPGP1 GLS GLUD1 GORAB HAPSTR1 HIGD2A HLA-DRB1 HM13 HPS3 ICE2 IMMT IREB2 ITGB2 ITGB3BP IVNS1ABP JADE3 KANK3 KDM3A KLF3 KMT5B LAMTOR4 LPGAT1 LTV1 MAPK11 MARF1 MECR MESD MFSD8 MFSD9 MIA3 MRPL24 MRPL32 MRPS34 MSR1 MTERF3 MTLN MYO5A NAA30 NAB1 NCBP3 NFRKB NOL11 NTAQ1 OLFM1 ORC4 OSBPL9 PDHA1 PDK1 PIBF1 PIGL PIGP PLCG1 POGLUT1 POLK POU2AF1 PRDM1 PRMT9 PSENEN PTBP2 PWWP2A QDPR RABAC1 RABEP1 RADIL RALGPS2 RBM18 RBM28 RCHY1 REV1 RLF RNF215 RPP25 RPS25 RPS26 SCAMP2 SENP5 SERP1 SLC12A6 SLC25A45 SLC35A4 SLC7A6 SLC9A9 SLMAP SMIM11 SMIM7 SNAPC4 SNX9 SORT1 SOS2 SSNA1 SUN2 TAF1B TASOR TBC1D23 TCEANC2 TERF1 TFB2M TFRC TMED8 TMEM18 TMEM185A TMEM35B TMEM42 TMEM43 TMEM86B TPRA1 TRAPPC8 TRIM35 TRMT10B TRMT11 TSG101 TTC33 TTLL3 TTN TTPAL TUFM TUFT1 TWF1 UBA5 USE1 USP24 WASHC2A WIF1 XBP1 YIF1A YTHDC1 ZBTB33 ZCCHC17 ZCCHC4 ZFC3H1 ZMYM2 ZNF280D ZNF296 ZNF318 ZNF688 ZRANB2 GSE2770_UNTREATED_VS_TGFB_AND_IL4_TREATED_ACT_CD4_TCELL_2H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_UNTREATED_VS_TGFB_AND_IL4_TREATED_ACT_CD4_TCELL_2H_DN ABHD5 ABITRAM ADNP2 AHCTF1 AICDA ANKMY2 ANKRD16 AP1B1 AP1M2 APBB1IP ARHGDIB ARHGEF3 ARMC3 ARPC2 ARPC5 ASCC2 ATXN7L1 BATF BCL7A BID BLTP1 BMT2 BORCS7 C12orf57 C19orf48P CAB39L CAMKMT CAPZB CCDC6 CCR5 CD180 CDK9 CHD9 CHML CLCA2 COMMD4 COPG2 CORO1A CRLF3 CTPS2 CYB561A3 DAZAP2 DCXR DDX54 DENND4A DEXI DKKL1 DPP7 DSE DTNB DTNBP1 DUS2 EEIG2 EID1 EIF2AK4 EIF3F ELOVL1 EMID1 EPOP ETFRF1 EVA1B EXOSC7 EXTL1 FAM120AOS FAM168B FCHSD1 FCRL1 FTH1 GAB3 GALNT11 GEM GMFG GMIP GNGT2 GRB2 GSTT2 HCK HIF1A HMG20A HMGN3 HOPX HYI ID2 INSR IRAG2 JTB KANSL1 KATNIP KCNG1 KCTD1 KLF12 KLF16 KRAS KRTCAP3 LCK LCLAT1 LFNG LIMD1 LIME1 LONRF1 LRPPRC MACIR MECP2 METTL14 MFSD1 MTSS1 MUSTN1 MYO1H NAAA NAE1 NAPSA NCOR1 NFAT5 NIPSNAP1 NPRL3 NRM NSMCE1 OPTN P2RY12 PAG1 PAIP2 PAXBP1 PCIF1 PEAK1 PHKG2 PHTF2 POLR1D POLR3B PPCDC PRKAB2 PRKAR1A PRKX PRR3 PXDC1 RAB19 RAB21 RABEP1 RALGAPB RASD1 RDH12 REEP3 RELL2 RGS19 RHOF RP9 RPS6KA5 RPS9 RRAS2 S100A11 SAMD11 SBK1 SCAI SDHAF2 SETX SH2D1B SLAMF1 SLC20A2 SLC25A3 SLC35F6 SLC6A6 SLC9A5 SMAD2 SMC6 SNAP29 SNX2 SNX29 SNX9 STAP1 STX16 STX17 SYNJ2 TBC1D14 TBCEL TCEA2 TEN1 TGIF1 TIGD2 TMEFF1 TMEM229B TMEM245 TMEM64 TNNI2 TOB2 TRAP1 TRIM34 TUSC3 TXNDC16 UBE2D1 VASP VHL VPS13B WDR1 WDR41 WIPF1 ZC3H10 ZC3H12A ZC3H12C ZCCHC2 ZNF512B GSE2770_UNTREATED_VS_TGFB_AND_IL4_TREATED_ACT_CD4_TCELL_2H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_UNTREATED_VS_TGFB_AND_IL4_TREATED_ACT_CD4_TCELL_2H_UP ACADVL ACER3 ACOD1 ACTR10 ACTR8 ADAM8 AK3 AKIRIN1 ALDH18A1 ALDH3B1 ANAPC13 AP2B1 AP4B1 ARCN1 ARMC6 ARMCX2 ARRDC5 ASCC3 ATF6B ATP6AP2 ATPSCKMT BCKDK BCL2L15 BRF2 C18orf21 C1orf43 CAD CCS CD300A CD300C CDK5RAP3 CDO1 CERS2 CHI3L1 CHPF2 CHRNB4 CHST12 CIAO3 CLU CMSS1 CORO2B CSF1R CXCL10 CYB561D2 DCTN3 DCUN1D4 DDX28 DIS3L DNAAF2 DNAJB11 DNAJC1 DTD2 DUS1L ECD ECSCR EFHC1 EIF2S2 ELP3 EQTN EXOC6B F2RL1 FAM241A FCGR2A FEM1A FOXL2 G6PD GBA2 GDPD1 GLCE GNE GOLGA3 GOSR2 GSPT1 HARBI1 HDLBP HGSNAT IDE IGLC7 IL13RA1 IMMT IMPA2 INTS14 JUN LARS1 LCORL LEO1 LRMDA LRPAP1 LRRN3 LTBP3 MBNL2 MED22 MESD MKKS MMP9 MOCOS MRFAP1L1 MRPL36 MRPL54 MRPS2 MRPS31 MTFP1 MVB12A NBEA NDUFAF7 NDUFB7 NEAT1 NEK6 NFIC NID2 NSG1 NUCB1 NUP58 NXN OXR1 PARL PDHB PDSS2 PDZD4 PEF1 PEX12 PEX2 PFKM PHAF1 POLDIP2 PON1 PON2 POU2F1 PPP1R10 PPT2 PSMC2 PSMD1 RAB2A RAB38 RAB39B RAB3D RABL6 RANBP2 RGS3 RHOB RIOK3 RPUSD3 RWDD2A SCFD2 SCYL1 SEPTIN8 SERF1A SERPINB8 SGCB SHQ1 SIGMAR1 SLC11A1 SLC31A1 SLC38A10 SLFN12 SMOX SMPD1 SND1 SOAT2 SORBS3 SPR SRP68 SSR1 ST14 TADA2A TAPBPL TARBP2 TBC1D25 TBC1D7 TBC1D8 TBL2 TESC THAP7 THYN1 TIMM17B TIMM8B TMBIM1 TMEM165 TMEM263 TMEM70 TMEM9 TRAPPC6A TRMT61A TSEN2 TSPO TSSC4 TXNDC15 UBA3 UBR3 UFC1 UXS1 VAT1 VCPKMT VTCN1 VWA8 WNT6 ZDHHC12 ZNF260 ZNF473 ZSCAN25 GSE2770_UNTREATED_VS_TGFB_AND_IL4_TREATED_ACT_CD4_TCELL_48H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_UNTREATED_VS_TGFB_AND_IL4_TREATED_ACT_CD4_TCELL_48H_DN ABCC8 ABCF1 ABR ALOX5 ALOX5AP ANP32B AP3S2 ARAP2 ARL6IP5 ARNT2 ASMTL ATP1B3 ATP6V1C1 ATXN1 AVPR2 BCL9 BGN BHLHE40 BPI BYSL CASP9 CCND2 CCNE2 CCT4 CD24 CD300A CD3G CD44 CD53 CD63 CD69 CDH3 CDK18 CDK5R2 CDKN1A CDO1 CEACAM1 CEACAM8 CEP170 CITED2 COX7A2L CRYBG1 CSF2RB CTSH CXCR5 CYB561D2 CYP11B1 CYRIA DCAF11 DCX DDX42 DLX5 DUSP5 EBNA1BP2 EDEM1 EDN2 EIF3B EIF3D EIF4A1 EIF4E2 ELL2 ENO1 ETS2 EZH2 FAM13A FAM13C FARSA FCGR2B FCHSD2 FLOT1 FRMD4B FUCA1 GNAZ GORASP1 GPAA1 GPR65 HBEGF HCAR3 HIF1A HINT1 HLA-DMB HLA-DRA HNRNPAB HS3ST1 HSPE1 HSPH1 IDI1 IFNA5 IGFBP4 IL1RN IL2RB ITGAX IVNS1ABP KDR KRT12 LAIR2 LCP2 LEPR LHFPL2 LRIG1 LRP8 LRPAP1 LSM7 LTA4H LTB LYRM1 MADCAM1 MAGEA11 MAPKAPK3 MCAT MED20 MYRF N4BP1 NAB1 NASP NDRG1 NDUFV2 NFIB NKG7 NPAS2 NPC1 NUBP1 OLR1 OPCML PAK2 PAK5 PAMR1 PDE4B PER2 PIM1 PITRM1 PLCG2 PLEKHB2 POLA2 POLR1HASP PPIB PPP1R3C PREP PRKX PRNP PSMA6 PSMG1 PUM3 PXDC1 QSOX1 RAB14 RAD23A RAMP3 RCBTB2 RCHY1 RHOH RNMT RPL4 RPL8 RYR1 SCARF1 SEC14L1 SEL1L SFT2D2 SLC11A2 SLC20A2 SLC43A1 SNU13 SNX3 SOCS1 SPHK2 SPINK1 SPINT2 SRGAP2 STAT4 STK10 STX7 SUPV3L1 SYK TCOF1 TGDS TICAM1 TIMM44 TMED2 TMED9 TMF1 TNF TNFAIP8 TNKS TPD52 TPT1 TRA2A TSFM TUBB TUBB2B UBFD1 VHL XBP1 XPA ZBTB24 ZNF101 ZNF124 ZNF592 GSE2770_UNTREATED_VS_TGFB_AND_IL4_TREATED_ACT_CD4_TCELL_48H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_UNTREATED_VS_TGFB_AND_IL4_TREATED_ACT_CD4_TCELL_48H_UP ATP23 DISP3 FAM156A MSRB1 MSS51 NALF2 NECTIN3 OVOL2 P2RY12 P2RY13 PATE2 PDIA3 PDS5A PFN1 PHF6 PHOX2B PI4K2B PIGS PKP1 PLA2G12A PLA2G2E PLA2R1 PLCB1 PLCE1 PLEKHG1 PLPP7 PMFBP1 PNMA3 POLR3C POU2AF1 PPA2 PPP1R11 PPP1R16B PPP1R9A PPP2R2A PPP2R5E PRAF2 PRAM1 PRDM1 PRG4 PRKD1 PRPH PRR11 PRSS37 PSMC3IP PTGFR PTGS2 PTPN4 PTPRQ PTPRU PXT1 RAB10 RAB13 RAB5C RASA4 RASIP1 RBM47 RBMS1 RDH8 RIMKLB RLBP1 RNASEH2B RNF144A RNF19B RNF222 RPL10L RPL23A RPL36A RUNX3 RUSC2 S100A9 SAMD3 SCARF2 SCN10A SCN9A SCRT2 SEC14L5 SEC22A SEC63 SEPTIN7 SERPINA5 SERPINA7 SERPINF1 SH2D6 SH3BGRL SHISA6 SI SLC16A4 SLC16A8 SLC22A14 SLC50A1 SLC6A14 SNAP25 SNAP91 SNIP1 SNRPB2 SNX3 SSBP1 SSTR4 ST6GALNAC5 STAP1 STAT2 STRADA STRN3 TAAR1 TAAR3P TAAR6 TBK1 TCERG1 TCIRG1 TDRD6 TDRD7 TEKT3 TENT4A TEX13A TMEM132B TMEM168 TMEM37 TMEM54 TMPRSS11D TNFRSF21 TNP1 TOLLIP TOP1 TRAPPC2L TRIM21 TRIM69 TRPC5 TSPAN8 TSSK1B TTYH3 TYR UBC UBQLN4 UBXN7 UCHL3 UMODL1 UNC5D USP16 USP53 VPREB1 VWA5B1 VWF WBP4 WDR44 XIST XRN2 XYLT1 ZAP70 ZBTB20 ZDHHC19 ZFYVE26 ZSCAN2 ZYX GSE2770_UNTREATED_VS_TGFB_AND_IL4_TREATED_ACT_CD4_TCELL_4H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_UNTREATED_VS_TGFB_AND_IL4_TREATED_ACT_CD4_TCELL_4H_DN ABCD2 ABTB1 ACBD4 ACLY ACSM2A ACTBL2 ACTN2 ADAM30 ADAMTS12 ADAT1 ADORA2B AGAP1 AIPL1 AKAP5 ALDH6A1 ALDOC ALG10B ALG12 AMIGO1 AMPH ANKRD2 ANKRD33B ANKS3 ANKS6 APOC2 AQP11 ARF4 ARFGEF2 ARMCX1 ASZ1 ATF2 ATG2B ATP6V0C ATP6V0E1 ATP6V1A B3GNT9 B4GALNT1 BAG5 BAP1 BAZ2A BBS1 BEX1 BGN BMP15 BMPER BOLA1 BRAF BSCL2 BTBD2 BZW1 C1QTNF6 C2CD4C C2orf49 CALHM3 CAMSAP2 CAMTA1 CAPRIN1 CARD6 CBY1 CCDC110 CCDC125 CCDC33 CCDC38 CCDC61 CCL17 CCND1 CCND2 CCNF CCNI CD6 CDH11 CDH8 CDK5RAP3 CDS1 CEACAM19 CELA1 CEP152 CEP57 CES4A CETN2 CHD3 CHIC2 CHRM1 CHRNA5 CHURC1 CIDEC CISD1 CMTM3 CNPY4 CNTN4 CNTNAP4 COASY COIL COL6A6 COMMD2 CORO1B CORO6 COX16 COX4I1 CPSF4L CREB3L3 CRMP1 CRYZ CSF1R CTBP2 CYBB CYTH4 DAZL DBF4 DBNDD1 DBR1 DCAF10 DCAF15 DERL1 DGKI DIDO1 DIO1 DLG4 DLG5 DMRTA2 DPY19L4 DST FAM222A GPRASP3 GRK2 IHO1 MIA2 NAXE PRRC2B TSPOAP1 GSE2770_UNTREATED_VS_TGFB_AND_IL4_TREATED_ACT_CD4_TCELL_4H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2770_UNTREATED_VS_TGFB_AND_IL4_TREATED_ACT_CD4_TCELL_4H_UP ACAA1 ACAP2 ACP5 AHCYL2 AKT1S1 AKT3 ANKRD44 AP1M2 APBB3 ARHGEF10 ARID4B ARMC3 ARV1 ATRNL1 ATXN7L3 AVL9 AVPI1 AZI2 BAZ2A BAZ2B BCL2A1 BCL9 BTK C14orf28 C15orf61 C1orf216 CALCRL CAPN7 CCR5 CD36 CD47 CD84 CDS2 CKB CLCN5 CNR2 CNRIP1 COMTD1 COQ10B COQ8A CREBZF CTSZ CYTH1 DCXR DNAH17 DNAJC28 DNAJC5 DNM3 DRAM2 DUSP11 DYRK2 EPHX1 ERO1A ETV6 EVA1B FAM120AOS FAM120B FAM8A1 FBXL3 FBXO9 FGL2 FLAD1 FNBP4 FOXO4 GABARAP GBP7 GIMAP1 GLMP GNG10 GPR108 HECA HIPK2 IER2 IFI27L2 IFNAR1 IGBP1 IL1RAP IL6R INSR IP6K1 IPCEF1 IRF2BP2 JTB JUNB KCTD6 KIF9 KLF13 KLF7 KLHL15 KRTCAP3 LGMN LSP1 LY86 MAP1LC3B MAP4K3 MDP1 MED13 MLLT6 MNT MPDU1 MPP1 MYNN N4BP2L1 NCF4 NDFIP1 NFKBIE NRBP1 NSA2 NUDT17 PAXBP1 PAXX PBXIP1 PDCD4 PDLIM2 PDLIM5 PIGX PIK3R4 PINK1 PIP4P2 PLEC POU5F2 POU6F1 PPCDC PRKAB2 PROCR PSD3 PTGER1 PXDC1 PXN RAB31 RAPGEF6 RBM5 RCN3 RECK REEP5 RELCH RELL2 RIMOC1 RIPOR1 RNF44 RNFT1 ROGDI RPL41 RPS11 RRAGC RSAD2 S1PR4 SAMD9L SCAMP2 SDC1 SEC63 SETD4 SHARPIN SLAMF6 SLC11A2 SLC35C2 SLC35D2 SLC35F6 SLC4A10 SLC6A13 SMIM13 SNAP29 SOCS3 SRI STX5 SURF2 SUSD1 TAX1BP1 TBC1D17 TBC1D23 TENM4 TEX264 TLR7 TMED3 TMED8 TMEM127 TMEM167B TMEM202 TMEM234 TMEM51 TNFRSF1B TNRC6B TPPP TRIAP1 TRIM11 TRIM24 TRIM34 UGCG ULK2 UNC119B URM1 USP12 UVSSA VAMP8 WBP1L XAF1 ZNF524 ZNF703 ZPBP ZYG11B GSE27786_BCELL_VS_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_BCELL_VS_CD4_TCELL_DN ABCC5 ABCG4 ABI2 ACACB ACOXL ACTL10 AGFG1 AIRN AKNA ALG5 ANGPTL2 ANKRD39 ANTKMT ANXA6 AQP9 ARHGAP39 ARHGAP5 ARHGEF1 ARHGEF4 ATP5MF ATP8A2 B3GALT6 BCL2A1 BIRC2 C19orf12 C19orf47 C1orf21 C8orf74 CAMK2N1 CATSPERD CCDC102A CCDC85B CCDC88B CDC14B CDC25B CDCA4 CEL CERS5 CLCA2 CLDN15 CLINT1 CNMD COX18 CPLANE1 CRTC3 CTNND1 CYFIP1 DDX50 DGAT2 DMTN DOK2 DPYSL2 DYNLL2 ELL EXOSC8 FAM118A FAM222A FAM8A1 FBXL17 FBXO6 FLNA FOCAD FRYL GADL1 GLUD1 GOLM1 GPR15 HACD3 HECTD1 HIGD2A HLA-E HMG20A HMOX1 HSD17B4 HSD3B2 HUWE1 IDO2 IFIT1 IGSF11 IKZF4 IL18RAP INF2 ITGA4 ITGAL ITGB1 KCNAB2 KCND1 KCNK7 KCNMB4 KIAA2026 KIFC1 KLF3 KLRK1 LDB1 LGALSL LRP10 LUM MAP1LC3B MBOAT1 METTL7A MGST2 MISP MLLT6 MRPL58 MSMO1 MTMR12 MYL6 NAB2 NABP1 NCMAP NCOR1 NHSL2 NLRC3 NPHS2 NRAP ORM1 OVOL1 OXT PAGR1 PATL2 PDHA1 PDK1 PFDN5 PGAP6 PIK3R5 PLAU PLCXD2 PLSCR1 PON1 PPP1R12C PPP1R18 PPT2 PRAM1 PREB PRKAR1A PRMT2 PRRT1 PSMA2 PTMS PUS3 PXYLP1 RAP2B RECK REEP3 RGS1 RNF19A RNPEPL1 RPL13A RPS6KA3 SCG5 SEPTIN6 SEPTIN8 SETD3 SFT2D2 SIDT1 SLAMF6 SLC22A8 SLC32A1 SLC5A3 SLC9A6 SLURP1 SPO11 SRGAP2 SRPK1 SSBP4 ST6GALNAC5 STIM1 SUCO TBX21 TFF2 TIMP2 TM4SF5 TMEM176B TMEM181 TMEM234 TMEM9B TMIGD1 TMPRSS5 TMTC4 TMX4 TNFAIP8L1 TNRC6B TOMM7 TRIP12 TRNAU1AP TSHZ1 TSPAN13 TTC39B UBE2B UBE3B UBXN8 VAV3 VGLL4 WAPL XPO6 ZNF18 ZNF287 ZNRF1 GSE27786_BCELL_VS_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_BCELL_VS_CD4_TCELL_UP ACD ACP5 ACSS1 AFF3 AICDA AK3 ANAPC13 ANKRD37 ASB7 ASNSD1 ATAT1 ATG16L2 ATP2A3 ATP6AP1 ATP6V0B ATP6V1B2 AURKB BCL10 BRWD1 BTF3L4 C19orf33 C19orf48P C1GALT1 CAMKK2 CAV2 CD81 CDKN2D CFAP20DC CHML CHST6 CKAP4 CLEC7A CLNS1A CMTR1 CNOT2 CNPY4 COQ7 CRIP3 CSE1L CSPP1 CST3 CTDSPL2 CYRIB DALRD3 DCAF12 DCP2 DDX59 DLAT DMAC2 DNA2 DUSP16 DUT DYNLL1 DYNLT2B EDARADD ELOF1 ELP1 ENDOU ENOX2 EP300 EPC2 ERI1 EVI2B FAAP24 FAM43A FBXL5 FCER1A FEM1A GALK1 GALNS GALNT4 GK GP6 GPX1 HACD1 HDAC5 HES1 HES6 HMGXB4 ICOSLG IDH1 IFT140 IFT172 IFT22 IL15 ITPR3 JARID2 KCTD3 LMBRD1 LPCAT1 LPGAT1 LRRC57 LRRC75A LSM14A LSM7 MAP1LC3A MAVS MED13 MED23 MGAT1 MIDN MINDY2 MMS22L MPC1 MRPL16 MRPL34 MYADM MYO5A NCOA1 NDST1 NDUFC1 NEURL2 NIPSNAP3A NLRP12 NME1 NOL7 NPHP3 NRM NUBP1 NUCKS1 OAT OAZ1 ORC6 PBDC1 PCK2 PDE12 PDE7A PES1 PGPEP1 PLBD1 PLEKHG3 PNPLA1 POLH POLR1E POLR2J PRDX5 PRXL2A PSAPL1 PSMB7 PUS7 RAB39A RALGAPA1 RANBP17 RCC2 RFTN1 RGS7BP RHOA ROCK2 RPP25L RPS26 RPS6KA5 RRM2B RSL24D1 SAC3D1 SCAI SDHAF3 SIPA1 SKIL SLC16A7 SLC37A2 SLF2 SMARCB1 SMIM14 SPATA48 SRSF7 ST3GAL1 STAP2 STAU2 STK11IP STXBP2 SUFU SUMO3 SYNPO SYPL1 TAF13 TASL TEN1 TET2 TMEM135 TNFRSF17 TNS3 TOR1AIP1 TPD52 TPP1 TRAF5 TRIM41 TXNDC5 USF3 USO1 USP39 VHL WDR3 WNT10B XBP1 YEATS4 YOD1 YTHDF2 ZDHHC14 ZMIZ2 ZNF383 GSE27786_BCELL_VS_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_BCELL_VS_CD8_TCELL_DN ACAP3 ACOT7 ADAMTS19 ADGRE5 AGPAT3 AHCYL2 AIFM2 AIRN AMN ANXA11 ANXA2 AP3S1 AQP9 ARHGAP1 ARL15 ART4 ATP10A ATP6V0A2 B3GALT6 BCL9L BIVM BSCL2 BSPRY BST2 BZW2 C16orf90 C2CD2 C4orf46 C5orf34 CASP8 CC2D1B CD84 CEACAM20 CEND1 CFHR2 CGAS CHURC1 CLINT1 CLU COL1A2 COPG1 COX18 CPLANE1 CREBL2 CXorf38 CYSRT1 DDX21 DIO2 DNAAF5 DNAH8 DNAJB4 DOCK10 DOK7 DPP4 EEF1G EFHD2 EIF3M EMX1 ENPP4 EZH1 FAM86B2 FASTKD1 FBLIM1 FBXO32 FGF13 FOXO3 FRMD4B GABRR1 GABRR2 GALNT12 GBP7 GFRA3 GIMAP4 GLUD1 GMFG GNPTG GOLM1 GOSR1 GPR65 GRAMD2B GRP GZMB H2AJ HECA HK1 HS1BP3 HSF4 IFIT1B IGF2R IGIP IL4R INTS5 ITFG1 ITGAL ITPK1 KCNH2 KDM1A KIZ KLF15 KLF3 LSM14B MAB21L3 MARCHF2 MBNL1 MECR MESD METTL24 MEX3B MLX MMS19 MPP7 MPPE1 MRPS34 MSGN1 MTFR1L MTHFD1L MYCBP2 NAA10 NDFIP2 NDUFA4L2 NDUFS2 NPDC1 NPEPL1 ORAI1 OTOS PAQR8 PARK7 PATJ PDCD4 PDIA2 PHOX2A PITPNM1 PLA2G3 POGK PPM1J PPP4R2 PREB PRKDC PRRC2B PRRT1 PRSS44P PRXL2C RAP2B RASA2 RBP7 REPS1 RNF19A RPL7 RPLP0 RPS10 RPS3 RRAD SEMA3B SETX SHC4 SIM1 SLC13A2 SLC25A20 SLC25A4 SLC35B4 SLC35G1 SLC39A4 SLC49A4 SMAD4 SMOX SRP9 SSBP4 ST6GALNAC5 STMN4 STOX2 STXBP5 SYCE3 SYNJ1 TBX21 TBXA2R TLE4 TMC4 TMEM100 TMEM260 TMTC4 TNFRSF18 TNP2 TOP1MT TPBG UBA1 UPP2 UROS USE1 USP38 USPL1 VPS28 VWC2 VWF WAPL WFIKKN1 ZNF274 ZNF292 ZNRF1 ZNRF4 GSE27786_BCELL_VS_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_BCELL_VS_CD8_TCELL_UP ABCD1 ADAM9 AFF3 ALDH9A1 ANKFY1 ANKRD33B ANKRD37 ARHGAP25 ARID3B ASNSD1 ATAT1 ATP2A3 ATP6V0B ATP6V0D1 B4GALNT4 BAP1 BAZ2B BCKDHA BHLHA9 BHLHE40 BICD2 BRPF3 BTBD9 BUB1B C9orf72 CARD11 CD93 CDC27 CDKN2C CEP128 CFAP20DC CHML CIITA CLIC1 CLIC4 CNIH4 CNP CNTROB CORO7 CSF2RA CWC25 CXCR5 CYFIP1 DALRD3 DAPP1 DAZAP2 DBNL DCUN1D1 DHX38 DNAJC22 DTX2 DYNLT2B EBI3 EID1 EIF4EBP1 ELOF1 EPS8 ERCC6L EXOC6 EYA1 FCHSD2 FEN1 FUS GADD45B GADD45G GALNT4 GDAP1L1 GHDC GLUL GPX1 HDAC10 HDAC5 HEMK1 HES1 HLA-C HNRNPH1 HS6ST1 HSPA1B HTR4 IFT140 IL15 KDM2B L1CAM LENG9 LIG4 LMBRD1 LY6E MACO1 MAD2L1 MAP1LC3A MED13 MFAP1 MGAT1 MON1B MTMR14 MYCBP NCOA1 NDUFC2 NEDD9 NFKBIE NUP210L NUP62 NUP85 NXPE3 OGFRL1 OPN3 PAIP2 PBK PEX1 PFKFB3 PIK3AP1 PIP4P1 PLBD1 PMF1 POLR2J POLR2K PPHLN1 PPIH PPP1R21 PPP4R1 PPP5C PRCP PRDX4 PRIM2 PRXL2A PSMA5 RAB14 RAB24 RAB39A RAD51AP1 RASGRP2 RB1 RDH10 RDH12 REEP5 RELB RP2 RPRD1A RUFY1 SAPCD1 SCLY SDHAF2 SERPINB7 SH3GLB1 SH3TC1 SH3YL1 SIX4 SKIL SLC25A19 SLC30A4 SLC38A9 SLC39A9 SLC4A7 SLC66A1 SLF2 SMARCA5 SMARCB1 SNX13 SON SORD SP1 SPATA46 SPC24 STARD5 SUFU SULF2 TACC3 TEX30 TFRC THBD TIRAP TK1 TMBIM4 TMED1 TMOD3 TNS3 TOR1AIP1 TPD52 TPP1 TRAF3 TRAPPC1 TSC2 TUBE1 TXN2 TXNDC5 TYROBP UFM1 UPB1 UQCRB USP6NL VHL VIM VPS11 WDFY2 YEATS4 ZBTB7A ZFP91 ZMYM4 ZNF326 ZSCAN20 GSE27786_BCELL_VS_ERYTHROBLAST_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_BCELL_VS_ERYTHROBLAST_DN ABCB9 ACOX2 AGMAT AK5 ALDH1L1 ANO3 AP1B1 APIP APOL6 AQP2 ARL4A ARRDC4 ATP4A B3GNT3 BTC C3orf84 C6orf132 C9 CARS1 CCDC120 CCHCR1 CDIN1 CDK5R2 CHAD CITED4 CNNM3 CRTAC1 CRYBB2 CRYGS CTTNBP2 CXCL14 DGKH DHRS4 ENSA EPHB2 EPN3 ESPN F13B FADS2 FAM162B FAM163B FAM171A1 FAM83F FARP1 FEZF1 FLVCR2 FTMT FUT10 FUT2 FXYD2 G2E3 GADD45A GAS7 GLRX5 GPR150 GPR182 GPR26 HAS1 HDAC6 HES2 HHIP HOXA3 HOXC6 HR IBA57 IL13RA1 IL17RC IL31RA INS IRF7 IRX4 JHY KCNE5 KCNG4 KCTD15 KIF27 KIZ KLF17 KRT36 KRTAP26-1 LOXL3 LRRC38 LRRC56 LYPD6 MAP4K5 MAVS MDC1 MEMO1 MFAP2 MFAP5 MPP3 MRPL50 MS4A8 MSR1 MTR NAV3 NDC80 NENF NHSL2 NOXO1 NPR1 NRG3 NXPH3 OGDH OOEP OR2S2 OSBPL10 PANK2 PARD3 PAX6 PCGF1 PCSK6 PHLDA2 PIGB PIK3R3 PITHD1 PLA1A PLCD1 PLEKHA7 PLEKHS1 PLPP5 PNMA2 PNPO PPM1L PPP1R3C PTPN20 PYM1 RB1 REXO5 RFWD3 RNF24 ROPN1L RPUSD1 RTL8C SAP30 SCOC SEBOX SFTPC SHISAL2B SIX5 SLC16A6 SLC22A14 SLC26A3 SLC30A9 SLC39A2 SLC43A3 SLC48A1 SLC7A9 SMAD9 SMPD4 SNRPN SPACA4 SPAG16 SPATA17 SPATA4 SPINK4 SPPL2B SPPL3 SRPX2 ST7 SULT1A1 SYNDIG1L TCAF1 TEX37 TFF3 THEM5 TIMM50 TM4SF20 TMEM132C TMEM59L TMEM92 TMIE TMOD2 TMOD4 TPPP TPRA1 TREX2 TRIM23 TTF2 TTLL9 TUFT1 UBASH3A UBE2N UBXN10 UNC13A UROC1 USP15 USP18 USP21 USP50 VANGL2 VCAN VSIR VTN VWA3A WWC1 XK ZDBF2 ZFP2 ZNF473 GSE27786_BCELL_VS_ERYTHROBLAST_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_BCELL_VS_ERYTHROBLAST_UP ABHD11 ABHD6 ACD ACP5 ALDH6A1 ALKBH1 ALKBH7 AMN AP3B1 API5 APPBP2 ATP5F1A ATP6V1H ATP8B2 BAX BCAR3 BCL2A1 BOLA2 BOP1 BST2 C22orf39 C2orf68 C3orf33 CACUL1 CBX8 CCR5 CCT7 CENPS CFDP1 CHD3 CHML CHTOP CITED2 CLUAP1 CNPY3 COMMD8 CORO1C COX17 CPNE1 CREB3L2 CWC15 CYP39A1 CYP51A1 DAG1 DCAF15 DDX27 DDX39B DDX46 DGAT1 DHX57 DUSP16 EBP ECSIT EDARADD EFR3A ENTPD5 FAM172A FAM91A1 FHOD1 FKBP4 FLOT1 FOXN2 FOXRED2 GALNT4 GLB1L GMDS GSKIP GUSB GYG1 H2AB2 HNRNPA3 HSD17B4 IER3IP1 IFT172 IKZF1 IMMP2L IMP4 IPCEF1 JAGN1 KCNK6 KCNQ1OT1 KLC1 KLF6 KMT2D KMT5B KNOP1 LENG9 LGMN LMO4 LONRF1 LTN1 LY9 LYAR MAGI2 MANF MAPK11 MAPK9 MBD1 MCFD2 MDP1 MED13 MED31 MEF2D MFSD3 MIEN1 MLLT1 MLX MNT MRPL22 MRPL45 MRPS25 MRPS31 MRTFA MSMO1 NAB2 NABP1 NCOA2 NCOR1 NDUFS3 NELFA NFATC3 NGRN NOL8 NOP56 NTHL1 NUDT18 NUDT3 OPA1 OSM PDE4DIP PDK1 PDLIM1 PDPR PDXK PEX1 PGLYRP2 PHB2 PI4K2A PIGF PIK3CG PJA1 PLPP6 POLR1C POMP PRKAB2 PRR3 PRXL2B PSMA3 PSMB4 PTGR3 PTPN2 RAP2B RBM28 RCCD1 RHOT1 RNF115 RTCA RUVBL2 SAPCD1 SBNO1 SCAMP2 SCAP SF3A3 SIK3 SLF2 SNX19 SOCS7 SRF STAMBPL1 STARD5 STRAP STX16 STYX TAP2 TAPBP TIMM21 TM6SF1 TRA2B TRAF3IP2 TRAF3IP3 TRAPPC3 TSKS TTC39B TWNK UBA6 UBTD2 UBXN4 VPS45 WASHC4 WDR77 YIF1A YWHAB ZDHHC4 ZDHHC9 ZFP36 ZNF32 ZNF383 ZNF48 ZNF771 ZNF862 GSE27786_BCELL_VS_MONO_MAC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_BCELL_VS_MONO_MAC_DN ABCD3 ACAD8 ACTL10 ADA ADAMTSL3 AFF2 ALOXE3 AMPD2 ANKRD24 ANXA7 API5 APLNR APOA4 ARF1 ARHGEF25 ARHGEF4 ARRB1 ASPM ATP6V0D1 ATXN1L AVPR1A BCORL1 BMPR2 C1QA C9 CAMK2G CAPNS1 CCDC102A CCDC34 CCN5 CCNYL1 CD84 CDC20 CDH10 CDKL2 CEACAM20 CEMIP2 CENPL CEP76 CERT1 CIB4 CITED2 CLCA2 CLINT1 CNNM3 COL4A6 COQ8B CORO1C CRAT CREG1 CSNK1E CWH43 CYP26A1 DHRS1 DLL3 DMTN DSTYK E2F8 ELOVL1 ENTPD5 EPHA1 FARP1 FBXO3 FHIP2A GAB2 GAMT GDF9 GGH GIP GIPR GNA15 GNG13 GPC1 GPR35 GPR87 GSDMD GSTA5 GZMA HAND1 HIC2 HJURP HLX HOMEZ HOXA7 HRG IKBKE IL18BP IQGAP3 ITK KCNK12 KLHL2 KLRD1 LAMC2 LGI3 LHFPL2 LHFPL4 LIMS4 LRRC8D LXN LYPD4 MAN2B1 MAP1LC3A MARCHF10 MCF2L MCU MEP1B MID1IP1 MINDY1 MPC2 MPZL1 MTARC1 MTHFD2 MYBPC3 MYO1H MZT2B NAA60 NABP2 NACAD NETO2 NKIRAS2 NPHS2 NPTX1 NRIP2 NRSN2 NTNG1 OPTN PACS2 PBXIP1 PCDH18 PCSK7 PDCD6IP PDZD8 PEDS1 PHF10 PIGX PIGZ PIK3R5 PKMYT1 PLA2G2E PLA2G3 POU2F3 PPP1R15B PRC1 PRKAB1 PRKRA PRR22 PRR32 PSEN1 PTPRK RAB24 RAD51AP1 RBM47 RHOG RNF19B RP2 RSPO1 S100A1 SASS6 SCCPDH SEL1L3 SERF2 SERPINB6 SKA2 SLC22A12 SLC5A5 SLC6A12 SLC7A5 SLCO3A1 SMO SMOX SNED1 SP7 SPATS2 SPRY4 SSU72 ST3GAL4 STK36 TACC3 TCF21 TEAD3 TFE3 TM6SF1 TMEM181 TMPRSS4 TPST2 TRAPPC2 TRAPPC2L TRIQK TSPOAP1 UBE2S UBTD1 VASP VPS13D VWF WWC1 YAP1 ZDHHC15 ZFAND3 ZNF469 ZNRF1 GSE27786_BCELL_VS_MONO_MAC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_BCELL_VS_MONO_MAC_UP ABL2 ACO2 AGBL5 AMMECR1L ANAPC16 ANKRD49 ANKS3 AP1AR ARF6 ARHGAP25 ARIH2 ATAD2B ATP5F1D ATP5MC2 ATP5MF ATRX BAHD1 BCL2L12 BCLAF1 BMAL1 BTG3 C17orf58 C17orf80 CABLES2 CACTIN CAMSAP2 CAT CCT6A CCT7 CD99 CFAP20DC CHCHD4 CHD8 CIAO1 CNIH1 COPS7A COX17 CRBN CREB1 CREBRF CSGALNACT1 CTCF CWC22 CXorf38 CYB561A3 CYP51A1 DAG1 DDX24 DDX46 DFFB DMAC1 DNAAF2 DNAAF5 DNAJC9 DOHH DYNLL1 EIF3G ELAC2 ENDOD1 ENY2 ERBB3 ERGIC1 ESCO1 FAM120C FAM174C FAM43A FAR1 FASN FGF17 FTO FXR1 GCSH GMFB GPATCH8 GSTT2 H2AC25 HNRNPA1 HNRNPA3 HSD17B12 IFT140 IFT27 IMMP1L IPO4 ITFG2 JAGN1 JUND KBTBD11 KCNQ1OT1 KDM1B KDM5A KHDRBS1 LPIN2 LTV1 MAPK11 MARCHF5 MARS1 MIA3 MIGA1 MNAT1 MRPL22 MRPS18A MSN MTAP MYCBP2 NAA35 NARS2 NDUFA12 NDUFV1 NENF NFRKB NKRF NMI NOP56 OARD1 OAT OTUD5 PDE4DIP PFAS PHB2 PHF14 PHF20 PHF23 PHLDA3 PKD1 PLPP3 POLD1 POLR1H POLR2A POLR2G PON2 POP1 PRPSAP1 PRR3 PRR5 PSMA3 PSMA6 PSMD3 PTGR3 RAB10 RCC2 RETREG3 RMND1 RNF2 RPL17 RPL22L1 RPL39 RPS16 RRP1 RUVBL1 RWDD1 SCAF4 SCYL1 SDHAF1 SETD2 SETD4 SF3A3 SF3B2 SHPK SIGLEC10 SIT1 SLC6A5 SLC7A6 SLF1 SMG1 SMIM15 SMTNL1 SOCS7 SOWAHA SPATA5L1 STRN3 TECPR1 TET1 TIMM13 TIMM9 TIMP4 TMEM135 TMEM39B TRIAP1 TRMT2A TSHZ1 TSTD1 TTC33 TUFT1 TXNIP UBA3 UBE3A UBR1 UBTF USP34 WDR55 WRNIP1 XPO6 YIPF4 YOD1 ZMYND8 ZNF124 ZNF383 ZNF512B ZNF841 ZZEF1 GSE27786_BCELL_VS_NEUTROPHIL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_BCELL_VS_NEUTROPHIL_DN ABCC6 ACOX2 ADAMTSL3 AKNA AMIGO1 AMOTL2 ANKRD63 ARHGEF7 ARID3A ARL2BP ARMC3 ASB6 ASPHD1 ATG5 ATOH7 ATP2B2 ATP6V1C2 ATP8A2 ATXN1L AXL BAIAP3 BATF2 BBOX1 BCORL1 BET1L BIK BOC BRK1 C10orf90 C2orf68 CCDC153 CCDC88C CD244 CD4 CDC42EP5 CDK14 CEL CFP CHIA CHRM3 CITED2 CLEC10A CLEC12B CNIH4 COL11A2 COMMD1 COPZ2 CORO1C COX8A CPA1 CPN1 CRHR2 CRX CSNK2B CTNNA2 CYP26A1 CYP2C18 DGCR6 DZIP1 EFHB ELOVL1 ENO1 ENPP2 EVC2 EXTL2 FADS3 FAM114A1 FAM166A FBXO3 FBXO34 FBXO42 FBXW12 FGF21 FNDC1 FNDC8 FNIP2 FOXN2 FOXRED2 FUT2 GAK GALE GARIN3 GDF9 GJA4 GLUD1 GOLM1 GP9 GPC1 GPR153 GPX4 GRHL2 GTF2IRD1 GUCY2C H2AJ HBP1 HK1 HLX HMGB2 HOXA7 HOXA9 HOXD4 HSD17B14 ID2 IFIT1B IFT81 IGF2R IL5 ITGAL ITM2C ITPK1 KIF7 KLHL12 KLK10 KLRG1 KNDC1 LRRC36 LXN MAEA MAP7D1 MASTL MMRN2 MTMR3 MUC4 MYBPC1 NAA35 NPTXR NPY NRG2 NSDHL NUDT13 OSBPL7 PABIR1 PAG1 PALS1 PCOLCE PCYT1A PDCD6 PKD2 PLPPR2 POMT2 PPOX PRAMEF12 PRC1 PRKAR2A PRKCH PRKRA PRUNE1 PTGFR PXMP2 RAD51B RAD54B RALA RAP1B RAP2B RCSD1 RIMKLA ROCK1 RTP4 S100A1 SCAMP2 SELP SERF2 SERINC2 SERPINB6 SFMBT2 SGK3 SH3BP2 SHISAL2B SIX6 SLC17A9 SLC25A34 SLC37A3 SLN SNED1 SNORD89 SPARCL1 SPATA21 SREBF2 SSC4D STK36 STK39 TAX1BP1 TEX2 TFAP2B TMEM120A TMEM30A TMEM9B TMUB2 TNFRSF1B TRIP12 TULP2 UBD UBE2L6 UFD1 ULK1 UNC5B VN1R5 VTI1B ZIM2 GSE27786_BCELL_VS_NEUTROPHIL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_BCELL_VS_NEUTROPHIL_UP ABHD12 ACOT2 AIFM1 ALDH18A1 ALKBH1 ALS2 AMMECR1L ANAPC10 ANAPC16 ANXA6 APC APOOL ARF6 BAHD1 BMAL1 BOP1 BST2 C9orf85 CBX6 CC2D1B CCAR1 CCT6A CD180 CDK4 CERS4 CFAP141 CHCHD4 CIC CLIC4 CNTROB COIL COX10 CPSF2 CREBZF CXXC1 DAG1 DDB2 DDX24 DDX55 DHX33 DNAJC24 DRG2 DUSP2 DYNLL2 EFTUD2 EIF2B3 EIF3A EMC4 ERCC6L ERG28 EXOSC5 FAM172A FAM204A FAM98B FBXL17 FSD2 FUBP3 FZD5 GATA2 GCSH GEMIN6 GLRX5 GNB1L GNL2 GNPDA2 GOLPH3L GPX7 HDAC1 HEXB HNRNPH1 IFT172 IKBKB IMMP1L INO80E IPO5 JAGN1 JMJD4 KANSL3 LARP7 LAX1 LUC7L LUC7L3 MACROH2A1 MARS2 MAVS MBNL1 MCCC1 MDC1 MDP1 METTL3 MLH1 MRPL12 MRPL22 MRPL28 MRPL41 MRPL49 MRS2 MSH3 MTERF2 MYO1C NCOA7 NDUFAF5 NFATC3 NKRF NOC3L NOL8 NUBP2 NUP43 OSBP PAPOLG PARP2 PCCA PDK1 PDXP PGLYRP2 PHB1 PHF20 PIGF PIK3AP1 PIK3IP1 PLXND1 POLE2 POLR2A POLR3K POP1 PPARGC1B PPFIA1 PPM1G PRCP PRPSAP1 PRR5 PSMA7 PTCH1 PTPA PUS1 QTRT1 RAB39A RAB3IP RABEP1 RBAK RBCK1 RBM12 RBM14 RBM15 RELB RHEBL1 RLIM RNF2 RRP9 RSBN1 SAE1 SARS1 SERINC3 SETD2 SF3A1 SGCB SHARPIN SLC22A5 SLC29A1 SOCS7 SRR SRSF11 SRSF6 ST13 STIP1 SULF2 SYS1 TADA2A TAF15 TARS3 TASP1 TCF25 TFB1M THOC3 THOC7 THRAP3 TIMM10 TIMM22 TMEM39B TRAF3IP1 TRAF3IP2 TRIM27 TRIM28 UBE3A UBQLN1 UBXN11 UPB1 USP34 VEZF1 VPS41 YTHDF1 ZBTB25 ZC4H2 ZNF24 ZNF266 ZNF329 ZNF362 ZNF383 ZNF655 ZNF777 GSE27786_BCELL_VS_NKCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_BCELL_VS_NKCELL_DN ABCD1 ABI2 ACSL5 ACVR1 ADIPOR1 AGTRAP AJUBA AKR1A1 ALPK1 ANG ANXA4 AP5Z1 ARHGAP18 ARHGAP23 ARRB1 ATOX1 ATXN1L AZIN2 B3GALNT1 BMPR2 C1orf216 CASK CCDC88B CD3D CD44 CERS5 CFB CHMP4B CITED4 CLN6 CMKLR1 CMPK1 CNDP2 CNIH4 COPG1 COPRS CSNK1E CTDSP1 CYB5R1 CYP27A1 DAGLB DBI DHRS4 DNAJC3 DNAJC4 DSE DSTYK EBI3 EML6 EMP3 EPB41 ERRFI1 F13A1 F5 FAAP100 FAM168A FARP2 FRMD4A FST FTL FUOM G6PD GATA2 GATAD1 GBP6 GLTP GOLM1 GOSR2 GSDMD GUSB HOMEZ HOXB4 HSD17B12 HSD17B4 IKBIP IL6ST INPP1 INPP5B IPMK ISCU ISOC1 ITPK1 JAK2 KCNK6 KHDC3L KHK KIF13A KLF9 LIMS4 LRRC8D LRRK1 LYST MAP1LC3B MARCHF2 MBNL2 MCCC2 MCTP1 MEOX1 MIB2 MID1IP1 MIR22HG MS4A2 MTA1 MX2 NCEH1 NCK1 NCOA1 NHERF1 NLRC5 NMT1 NRIP1 NSMAF NUDT13 NUDT4 ORAI1 OSBPL8 OSTM1 OXR1 OXT PDCD6IP PDE2A PEX11A PIGX PKM PLA2G15 PLEKHG3 PLEKHJ1 PLSCR1 POGK PPM1J PRKAB1 PRKRA PTGIR PURG PYCARD QPCT RAB11B RAB14 RAB39B RAB7A RAF1 RALB RAP1B RBM47 RCN2 RECK RGMB RIT1 RPL10 RTN3 RTP4 S100A1 SDF4 SEPTIN2 SFT2D2 SGTB SH3GLB1 SKP1 SLC15A3 SLC25A35 SLC66A3 SLC7A3 SLCO2A1 SLCO3A1 SMC5 SMC6 SMPD5 SNX14 SOS2 SPOP SPRY2 SSR3 ST3GAL4 STAT6 STX6 SYNE3 TBC1D13 THYN1 TJP2 TLR7 TM6SF1 TMEM50B TMEM9B TMPO TNFRSF14 TNIP1 TNS3 TNS4 TPD52 TRAPPC1 TUBB2A TXNDC17 UBE3B UNC119 VAMP3 VPREB1 VPS26C ZC2HC1A ZMIZ1 ZNF414 GSE27786_BCELL_VS_NKCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_BCELL_VS_NKCELL_UP AARSD1 ACAT1 ACD ACP5 ADK ADNP AGTR2 AKAP8 ATG16L2 B3GNT2 BMP4 BTBD1 BTRC C16orf54 C1GALT1 C2orf73 C9orf85 CABLES2 CARD11 CARHSP1 CBLL1 CCDC150 CCNT2 CCT5 CDH10 CEP152 CEP170B CEP68 CFAP20DC CHD2 CHD6 CIITA CLNS1A CLPP CMTR1 CNPY4 CNR1 CNTROB COL4A5 COX10 CSGALNACT1 CSNK1G2 CTCF CYP4F2 DANCR DCAF12 DCP1A DDX59 DGKA DNAJC27 DNAJC9 DRP2 EDARADD EIF1B ELK1 ENTPD7 ERCC6L ETV1 FAM168B FASTKD3 FHIP1A FPGS FRA10AC1 FUS FXN GDAP1L1 GEN1 GGPS1 GID8 GMCL1 GPAT4 GPD2 GRAMD2B HADH HDAC1 HIC2 HSPE1 IARS1 IFT140 IMMP2L IPO4 ITPR3 JADE3 JMJD6 KCNMB4 KCNQ5 KCTD3 KIAA1217 KRT27 KTI12 LECT2 LIMD1 LONP1 LPGAT1 LRRC42 LRRK2 LSM4 MACO1 MAP3K1 MCM7 ME3 MED31 MEN1 MGA MLLT6 MYO1C NDST1 NDUFS4 NECTIN2 NSUN5 NTHL1 NUDCD1 NUP35 P3H3 PANK4 PARK7 PAX5 PDE11A PDIA4 PEX12 PHF21A PHF6 PHTF2 PKIB PLA2G12A PLEKHB1 POLE4 POLR1E POLR2D POLR3E POM121L2 PPCS PPIH PPP1CA PPP1CC PPP2R5E PRRG3 PSAPL1 RABGAP1L RBMXL1 RCC2 RDH11 REV3L RIMKLB RIPOR2 RMDN3 RPL31 RPL35 RPP25L S100PBP SAC3D1 SCLY SEL1L2 SETD2 SHMT2 SIMC1 SLC2A13 SNHG6 SNX25 SNX30 SNX5 SPATA24 SPG7 SRR SRSF1 STEAP2 STOML1 STON1 STRC SYT3 SZT2 TBRG4 TCF4 TGIF2 TIMM50 TMEM91 TMOD3 TOMM20 TRNT1 TSSK2 TTC33 TYMS UBTD2 UNC5CL USP28 USP34 WDR3 WDR47 WDR64 YTHDF2 ZBTB11 ZEB1 ZMYM4 ZNF124 ZNF24 ZNF383 ZNF48 ZNF574 ZSCAN20 ZSCAN22 GSE27786_BCELL_VS_NKTCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_BCELL_VS_NKTCELL_DN ABCA7 ABCC5 ABCG4 ACACB ACTL10 ADCK1 ADCY5 AGTRAP AKNA ANKH ANTKMT ANXA6 ARHGAP18 ARHGAP5 ARL15 ATP10A ATP1B1 ATP8B2 BDH1 BSCL2 CCDC115 CCDC138 CCDC191 CCDC33 CCDC88B CD200R1 CDON CHD3 CHI3L1 CNDP2 CNNM3 COL10A1 COPG1 COX8A CPSF1 CRIM1 CRTC3 CSNK1G1 CUL9 CYP4A22 DCN DCTN1 DESI1 DNMBP DPYSL4 DYNC1I2 EFHC2 EIF3B ELAC1 EVA1B FAM8A1 FBLIM1 FGD5 FGF13 FLOT1 FOCAD FSD2 GAB3 GABRG3 GADL1 GLRA1 GLRX GMFG GMPPA GOLM1 GOSR1 GPAA1 GPR65 GRK5 HACD3 HK1 HM13 HSPB1 IFI27 IFNA1 IGF2BP1 IGF2R IKBKE INTS5 ITM2B ITPK1 JAK2 JPT1 KBTBD2 KCTD10 KCTD15 KDM6A KLF10 KRT28 KRT81 LBP LDAF1 LEPR LOXL2 LOXL4 LUZP1 MAP7D1 MAPK14 MBNL1 MBOAT1 MED21 METTL27 MMD MMS19 MOBP MPPE1 MRPS6 MTFR1L MYO1H MZT2B NAA10 NABP1 NAT10 NCEH1 NDFIP2 NFIC NGLY1 NKX2-3 NOP2 ORAI1 OSM OSMR OXCT2 P2RY6 P4HA3 PABPC1 PAM PANX1 PATZ1 PCCA PDLIM1 PEDS1 PGLYRP1 PIGX PLSCR1 PPIP5K1 PRKAR1A PRKDC PRRT1 PTPRE PTTG1IP PYCARD RAB2A RCBTB1 RETSAT RGS1 RIT1 RNF24 ROBO2 RPS10 RTL8B RTN4RL1 SARS1 SCAF1 SDF4 SEC16B SEMA3A SEPTIN2 SGPP2 SLC16A2 SLC17A3 SLC25A1 SLC7A5 SLK SMC4 SMOX SNX33 SPRY2 SRBD1 SRI SRSF12 ST3GAL6 TASP1 TBC1D10C TBCEL TBRG1 TECR TENM1 TENT5A TM6SF1 TMEM176B TMEM9B TMIE TMLHE TMX4 TNFRSF11A TRIM68 TRIP12 TTC39B TYRO3 USP25 VIPR1 VPS26B VPS26C VPS28 WAPL WASHC3 YWHAH ZDHHC18 ZHX2 GSE27786_BCELL_VS_NKTCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_BCELL_VS_NKTCELL_UP ABCA5 ACE ACSS1 ADAM10 ADAMTS15 AFF3 AGTPBP1 AICDA AKAP7 ANKRD37 APC ATP2A3 ATP6AP1 B3GNT2 BCL2L12 BMT2 BRI3 BRWD1 BST1 C16orf87 C1orf52 C2CD2L C2orf73 C9orf85 CARHSP1 CAT CCNF CDC5L CDT1 CHD1 CHEK2 CHFR CMTM7 CNOT2 CPSF2 CRIP3 CSGALNACT1 CUEDC2 CXCR4 CXXC5 CYP51A1 CYTH1 DAZAP2 DCUN1D1 DHX15 DIPK1A DNA2 DNAJC7 DNPEP DUT EIF1 ERCC6L ERI1 ETHE1 FBXL4 FBXL6 GABRB2 GATB GMCL1 HELQ HEPACAM2 HES6 HEXIM1 HIKESHI HNRNPU HSBP1 HSPA12A HYCC1 ICOSLG IDO2 IER5 IFT172 ITPR3 KANSL2 KIAA1217 LANCL2 LENG9 LPGAT1 LRCH1 LRRTM3 MAPK11 MATK MBD3 MED13 MED31 MED6 MEF2D METTL16 MGA MMGT1 MMS22L MON2 MPP1 MRPL34 MRPS7 MSH6 MSN MTDH MTMR14 MYO5A NAA35 NAMPT NECAP2 NEURL2 NFAM1 NFKBID NFKBIE NIP7 PACC1 PANK4 PARG PCSK1 PDE4B PES1 PFDN4 PFKFB1 PIH1D1 PIK3AP1 PLEKHB1 POP7 PPCDC PPIH PPIL6 PPP1R21 PRDX4 PRR18 PSME4 PTK2B QKI RAB2B RAB39A RBBP5 RBM34 RDH11 RDH12 RECQL5 RHOA RMND1 RNASEH2A RNF19B RPA3 RPL31 RPP25L RPS25 RRM2B RSBN1 RTCB SERPINB7 SETDB2 SF3B1 SH3BP2 SH3TC1 SH3YL1 SHARPIN SKIL SLC15A3 SLC2A6 SLC38A9 SLC41A2 SMAP2 SNHG32 SNHG6 SON SRSF7 ST3GAL1 STARD5 STEAP2 STOML1 SYPL1 TAFAZZIN TEC TFEB TGIF1 THBD THOC3 TIRAP TMEM263 TRAPPC2L TREML2 TRIM34 TRIM35 TRNT1 TSSK2 UBE2E1 UPB1 UQCRB USF3 USO1 USP39 VIM VMA21 VPS11 XRCC1 YEATS4 YTHDC1 YWHAG ZBTB48 ZBTB7A ZDHHC14 ZNF410 GSE27786_CD4_TCELL_VS_ERYTHTROBLAST_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_CD4_TCELL_VS_ERYTHTROBLAST_DN ADORA3 AGBL5 AGMAT AHSG AJM1 AKAP7 ALLC ANKRD54 AQP2 AQP9 ARHGEF12 ARL6IP6 ARMH4 ARRB1 ARRDC4 ASAH2 ASB6 ASPDH ATG2A AXDND1 BORA BRD3OS C19orf33 C1orf112 CA12 CCDC90B CDCA5 CELA2A CENPH CEP128 CFAP69 CHIA CHRD CHRNB4 CHST11 CLDN3 CNIH4 COL6A3 COQ4 CRYGS CXCL14 CXXC5 DCAF10 DGCR8 DHFR DIRAS1 DLG5 DMWD DNAJB4 DNAL1 DNM1 DOC2B E2F2 ERBB4 FAM169A FAM170B FANCD2OS FBLN1 FBXL7 FBXW4 FTMT FUT2 FZD10 G6PC2 GALNT15 GARIN1B GAS7 GET4 GMEB2 GPR158 GPR182 H2BC5 HAT1 HOXA3 HOXC6 HS6ST1 HSPA4L HTR1B HTR2B ID1 IGFBPL1 IL13RA1 IL17RE IL20 IPP IRS2 JHY KBTBD7 KCNB1 KCND2 KIF23 KIF27 KIZ KPNA2 KRTAP3-1 LBX1 LGI3 LMLN LRRC74A LRRK2 LRRN2 MAP4K5 MEMO1 MFAP4 MFSD4B MINDY1 MPP3 MPZL2 MRPL49 MVK MYEF2 MYO1C NAV3 NECTIN3 NFXL1 NID1 NKX1-2 NME3 NRG3 NUP93 NXPH3 OGDH OLFML3 OOEP PALB2 PAX6 PDZD11 PEX5L PFKM PGAP4 PHYHIP PKD2L2 PLPPR3 PPM1D PRC1 PRKAA2 PRL PWWP2B RFWD3 RGCC RHBDF1 RIMS4 RNF11 RNF182 RNF19A RNF39 RPUSD1 RSAD2 SCNN1A SEBOX SEMA4G SERTAD3 SGK3 SGSM3 SHPK SIK2 SIRT6 SLC16A11 SLC25A42 SMAD6 SMARCA5 SMC1B SMCO2 SMPD4 SPATA17 SPIDR ST3GAL2 STRADB STRN3 SYNDIG1L TBCCD1 TCEAL9 TENT4A TIMM50 TLX1 TMEM183A TMOD2 TNFRSF10A TNS2 TRAPPC6B TRIM69 TSHR TSKU UBFD1 UBXN2A UPP2 UROC1 USP21 USP32 VCAN VSNL1 WDR27 WDR55 WDR7 WIPI1 WIPI2 XK ZNF184 ZNF410 ZNF711 GSE27786_CD4_TCELL_VS_ERYTHTROBLAST_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_CD4_TCELL_VS_ERYTHTROBLAST_UP ABHD11 ABL2 ACP3 ADO AGFG1 AGPAT5 ANKRD37 AP3M2 API5 APPL1 AQR ARID3B ARID4A ARPC5L ATP6V1H BBS12 BCLAF1 BOP1 BRWD1 C12orf43 C22orf39 C9orf78 CAPNS1 CATSPERD CCDC115 CCDC9 CD200R1 CD44 CDK13 CDK9 CELSR1 CEP55 CGAS CHD7 CHM CLUAP1 CRTC3 CSNK1D CSNK1E CYP2D6 DBNL DDX28 DHX33 DICER1 DNAH8 DNAJA1 DNMBP DPP3 DYNLT3 EFL1 EIF2B1 EIF3K EMC1 EMC2 EXOC1 FAM168A FAM98B FBXO25 FHIP2A FHOD1 FMNL3 FUCA1 GLB1 GLOD4 GLRX3 GMPR2 GOLGA4 GPN2 GSTO1 HMGN5 IER3IP1 IFT27 IGFLR1 IKZF1 IRAG2 IRF2 ITPRIPL2 JAGN1 JAK1 KCNQ1OT1 KMT2D KPNA4 LCLAT1 LMNTD2 LRCH3 LRRC1 LSM14B LXN LYAR MANBA MAP3K3 MCCC2 MFAP1 MFGE8 MIA3 MMS19 MNT MRPS16 MTIF3 MYO5A NAB1 NAXE NCF4 NDRG3 NDUFA13 NDUFA6 NDUFS7 NISCH NRDE2 NT5C3B NTHL1 PACC1 PADI4 PARG PARP1 PDE4B PGLYRP1 PHF6 PHKG2 PHTF1 PLCL1 PLPP6 PLSCR1 POGLUT2 POGLUT3 POLR1C POMP PPCDC PPHLN1 PPIG PPIL3 PPP1R21 PPP4R2 PREX1 PRKAR2A PRKCD PRMT9 PRPF6 PRRC1 PRXL2B PSEN1 PTPN21 RAD1 RAI1 RBFA RER1 RFX3 RGS1 RLF RMND5B RORA RP9 RSF1 RWDD4 SEPHS2 SF3A3 SGCB SIRT2 SIRT7 SLA2 SLC30A6 SLC35A3 SLC37A4 SLC38A10 SOCS7 STARD3 STYX SURF1 TAF1C TBC1D14 TBL1X TCN2 TGIF1 TIMP2 TLE5 TMEM161B TMEM70 TNFAIP8 TNFAIP8L1 TNKS2 TRIM14 TRIP4 TRMT10B TRMT61A TRPM7 TTC33 TUFM UBE2L3 UBR5 UPF3A WDFY2 YIPF3 YTHDF2 ZC3H13 ZCCHC2 ZFP36 ZMYM4 ZNF512B ZNF707 ZNRF1 GSE27786_CD4_TCELL_VS_MONO_MAC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_CD4_TCELL_VS_MONO_MAC_DN ACER1 ACO2 ACSBG2 ACSL6 ADA ADAMTSL2 ADAMTSL3 AGFG2 AGTPBP1 AGTRAP AP1S2 API5 ARF1 ARG2 ARHGAP23 ARHGEF26 AVPR1A AXL BATF2 BAZ1A BHMT2 BLVRB BMAL2 BMPR1A BOC BORA BRCA1 BRCA2 C1QA C4orf19 C7orf31 C9orf78 CARHSP1 CASP3 CCDC146 CCDC92 CCT8L2 CDK2 CDKN1A CEACAM20 CEMIP2 CENPM CEP128 CEP76 CFAP119 CHRM3 CMPK1 COMMD1 COQ4 CPEB4 CREG1 CXCL3 CYB561A3 CYP26A1 DHRS1 DKK3 DOCK7 DUOX1 EXO1 F3 FBLIM1 FBXL13 FBXL19 FGD3 FOXRED2 FXYD2 GATAD1 GLRX GPC1 GPI GPR35 GRB10 GSTM1 HHIP HIBCH HIPK2 HJURP HMMR HOXD9 HSPB2 HTRA2 IRS2 ITGB2 KCNC4 KCNMA1 KCTD13 KMT5A LCMT1 LHFPL4 LIMS4 LMLN LPGAT1 LRRC56 LRRC8D LSM2 MADCAM1 MAGI3 MAP7D1 MAPRE1 MCF2L MEF2C MFSD6L MICU1 MPP1 MPP7 MS4A2 MSMO1 MSRB2 MYADM MYL1 MYL2 MYL4 MYO1D NCCRP1 NCK1 NDUFAF3 NETO2 NEUROG3 NFIC NHERF2 NIBAN1 NKIRAS2 NR5A1 NRIP2 OSM OXT PAPOLB PFN1 PGAP6 PHF10 PIERCE1 PKM PKN1 POC1A POU1F1 PPP4R1 PRKAR2A PRKCD PTPRK PWWP2B RAB20 RABIF RAD51C RALB RANBP9 RASA4 RBL1 RDH12 REEP3 RENBP RNF24 RPS6KA5 SAP30 SASS6 SELENON SEPTIN10 SGK3 SIPA1 SLC22A15 SLC25A24 SLC43A3 SLC6A12 SLC8B1 SMC1B SNRNP27 SNX10 SORL1 SPAG4 SPC24 SREK1IP1 SRSF9 STAG2 STK11 STRN SYCP2L TEAD3 TECR TF TLR4 TM9SF4 TMCO1 TMEM121B TMEM179B TMEM86A TPD52 TPPP3 TRAK2 TRPM2 TSGA10 TSPAN5 TTC32 TTLL11 TUBA1B TXN TYMS USP15 VASP WIPI1 YWHAB YWHAH GSE27786_CD4_TCELL_VS_MONO_MAC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_CD4_TCELL_VS_MONO_MAC_UP ABCB9 ABL2 ACYP2 ADH5 ADI1 AGO1 ALDOC ALKBH5 ALKBH7 ANAPC16 ANGPTL4 ANKRD44 APOBEC2 ARF6 ARFRP1 ARGLU1 ARIH2 ARPC5L ATF7IP ATPAF1 AZI2 BRD2 BRWD1 BTG3 C9orf64 CARD6 CCT6A CCT8 CDC5L CDK13 CEP95 CES3 CHD6 CLK3 CLUAP1 CNR1 COMMD7 COX11 COX14 COX18 CPLANE1 CREBRF CRTAM CTCF CYP2D6 CYSLTR2 DCAF11 DCUN1D4 DDX39B DENR DNAJA4 DOK2 DYNLL2 EARS2 EBP EI24 EIF3A ENSA ENSG00000267882 ERAP1 ESCO1 FAM120C FAM13B FAM174C FAM8A1 FLYWCH1 FTO GCDH GLB1 GNPDA2 GPRASP3 GSK3B GTF3C6 HARBI1 HARS1 HES6 HNRNPA0 HNRNPA1 HSD11B2 HTATSF1 IGBP1 IL12RB1 IL21R IMMP1L IRF1 IRF4 JPT1 KBTBD2 KCNA7 KCNMB4 KCNQ1OT1 KCTD2 KIAA0753 KLF3 LNPEP LRWD1 MACROH2A1 MAK16 MANF MAP2K7 MED1 MEPCE MFSD3 MTAP MTARC2 MYEF2 MYO1E NAE1 NELFB NEURL4 NFATC2 NFYC NHP2 NKRF NSDHL NSUN2 NUP214 OSBPL5 PARP14 PHF20 PHTF2 PIK3R1 POLR1H POLR2C POU5F2 PPP2R2A PRKAR1A PRPF19 PSMA3 PSMD12 PTGES3 RAB10 RAB3IP RAB40C RAD1 RBM22 RBM4 RBMS2 RCL1 RING1 RINT1 RIPOR1 RNF165 RPL22L1 RPL32 RPS6KA3 RPUSD4 SAP30L SET SETX SF3A3 SKP1 SLC20A1 SLC35D1 SLC52A2 SLC7A6 SMAD4 SMC4 SMG1 SNHG6 SNRNP25 SOCS3 SOCS7 SOX3 SPATA6 SQSTM1 STC1 STK17B STK32C SUCO TAF1C TAF3 TAF4B TAP1 TCHP TEX10 TFAM TIMM10 TMEM70 TMIGD1 TNFAIP8L1 TOMM7 TRIM47 TRIM59 TTC39B TXNL1 UBE3A UBQLN1 UBXN4 UNC45A VPS16 ZBTB20 ZC3H13 ZC3H14 ZNF292 ZNF322 ZNF566 ZNF622 ZNF707 ZXDB GSE27786_CD4_TCELL_VS_NEUTROPHIL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_CD4_TCELL_VS_NEUTROPHIL_DN ACSL6 ACTR10 ACVR1B ADAMTSL3 AGR2 AGTPBP1 AMDHD2 AMOTL2 APOH AQP9 ARHGAP23 ARHGAP24 ARID3B ARL6IP6 ARMC3 ARMC7 ASB6 ATG16L2 BABAM2 BAZ1A BCL10 BCO1 BDH2 BRK1 C10orf90 CACNA1F CALCB CAPZA1 CASQ1 CBLN2 CCDC126 CCNF CDK2AP2 CDKL4 CEP128 CFAP119 CH25H CHRM3 CIR1 CLU COX8A CREB3L1 CREG2 CRK CRYZL1 CTBS CYP26A1 DEPTOR DHRS3 DYNLL1 DYRK1A ELOVL1 ENO1 ENPP2 EPN3 EVC2 FAM114A1 FBXL19 FGA FNDC8 FUT2 FZD3 GAPDHS GAS2L1 GDE1 GINM1 GPC1 GRIPAP1 GUCY2C GUCY2D H2AX HIP1 HIPK2 HOXB5 HOXD9 HPN HSD17B7 IL36A INPP5K IQSEC1 IRS2 JPH4 KCTD10 KLHL12 KNDC1 KRT80 LAMTOR1 LARGE1 LRRC4B LRRC72 LRRC74A MAP1LC3B MAP3K3 MBD2 MDM2 MFSD4B MFSD9 MLKL MOV10 MSN MVB12B MYO1C NBEAL2 NCAPG2 NCK1 NDUFA1 NINJ1 NNT OSM P2RX1 PADI3 PAG1 PBXIP1 PCOLCE PCP4 PGGHG PHF10 PLA2G12B PLEKHH1 PLG PNPLA7 PPOX PPP1R18 PPP1R37 PPP1R3C PPP2CB PPP2R5A PRKG1 PSMB11 PTBP3 PTGDR RAB7A RAD54B RALBP1 RANBP9 RBM38 RECK RFLNA RGN RHAG RIMBP2 RIN3 RNF167 RNF19B ROCK2 RPS6KA5 S100G SASS6 SELP SENP2 SGO1 SH2D6 SIGLEC10 SLC12A6 SLC1A7 SLC25A11 SLC2A12 SLC35C2 SLC38A4 SLC5A12 SMARCC2 SMIM14 SMIM7 SOS2 SPARCL1 SRPX2 SS18L2 STAP2 STARD5 STAT3 STK11 STK17B STRN3 TASL TBC1D24 TBL1XR1 TCIM TFCP2L1 TIMP2 TINF2 TMC4 TMEM131 TMEM165 TNFRSF1A TRAK2 TRAPPC14 TRAPPC6B TSTD2 TUSC1 UBE2F UGDH USP47 VILL VN1R5 VTA1 WEE1 XBP1 ZFP36 ZNF217 ZNF518A GSE27786_CD4_TCELL_VS_NEUTROPHIL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_CD4_TCELL_VS_NEUTROPHIL_UP AARSD1 ABCA4 ABI3 ADI1 AKAP9 ALS2 AMMECR1L ANAPC16 ANKRD37 AP3M2 APOBEC2 APOOL AQR ARID1B ATP10A BCL2A1 BOP1 BRMS1L BRWD1 C10orf88 C8orf76 CCAR1 CDC5L CDK4 CELA1 CNOT8 CREBBP CSTF3 CYP11B1 CYP2D6 CYP4V2 CYSLTR2 DBP DCUN1D2 DCXR DHCR7 DHX33 DOHH DUS3L DUSP2 EARS2 EIF2AK4 EIF3K EIPR1 ENOX2 EPRS1 ERAP1 FAM162A FAM86B2 FAM8A1 FAU FBXL17 FH FLNB FYTTD1 GAA GALK1 GANAB GCDH GCSH GNAS GNB1L GNL2 GNPNAT1 GOSR2 GPAM GRAMD1C GSTO1 HSPD1 IFI35 IL12RB1 IL21R IMMP1L INSYN1 IPO4 JAGN1 JARID2 JMJD6 JUND KANSL3 KCNA7 KCNMB4 KDM3A KDSR KIAA0319 KIAA0753 KLF3 LCMT2 LDB1 LETM1 LRP10 LRRC42 LUC7L3 LZTR1 MACROH2A1 MAGED2 MAP2K7 MAP3K1 METTL15 MRPS18B MRS2 MRTFB MYEF2 MYO1E N6AMT1 NAE1 NCBP2 NCMAP NDRG3 NDUFS7 NEK7 NFATC3 NKRF NME7 NRXN1 NUDCD1 NUP214 NUP85 NXF1 ODC1 OLA1 ORC3 PARP2 PDLIM1 PDXK PFKL PFKP PHF20 PHF6 PLPP1 POGLUT2 POLD2 POLE2 POP1 PPARGC1B PPFIA1 PPP1R7 PPP4R4 PRXL2C PSIP1 PSMB10 PSMD12 PTPA PTPN2 PWWP2A PYCARD PYCR2 PYCR3 RAB3IP RABEP2 RBM14 RBM5 RBM7 REV3L RGS1 RINT1 RLIM RNF114 RNF157 RPAIN RRP1 RRP36 RRP9 RRS1 SHMT1 SLC22A5 SLC35D1 SLC52A2 SLFN13 SMARCA5 SMYD4 SPATA13 SPATA6 SRRM1 SWI5 TAF1C TAP1 TARS3 TFPI THRAP3 TMEM176B TMEM70 TRIP12 TRMT6 TRPM4 TSR3 TTC13 TTLL12 TUT4 UBE3A UBR1 UBXN2A USP34 UTP11 WHAMM ZC4H2 ZNF266 ZNF496 ZNF622 ZNF707 GSE27786_CD4_TCELL_VS_NKCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_CD4_TCELL_VS_NKCELL_DN ABCC5 ADIPOR1 ALPK1 ANLN APIP ARHGAP30 ARL4D ARL6IP6 ARRDC3 ARSB ARSK ATG3 ATL2 ATP6V0B AZIN2 BET1 BIN3 BLVRB BNIP2 BRK1 C1orf21 CA2 CAMK1 CAMKK2 CAPNS1 CASP3 CD2AP CD72 CDC40 CEBPB CHML CIP2A CLDN15 CLDN9 CMPK1 CNIH4 CNPY3 COPRS CPQ CRCP CRTAM CRYZL1 CSF3R CTBS CUZD1 CYBA DBI DHRS3 DIAPH3 DYNLT1 E2F7 EHBP1L1 EML3 EPB41L2 EXOC3 FAM135A FAM43A FAR1 FHL5 FMNL3 G6PD GARRE1 GEM GGA2 GOLGA7 GRINA GUSB HES1 HEXB HOOK3 HPS5 HYCC1 IL31RA ILRUN ITCH ITGA4 ITGB2 ITM2B ITPRIPL2 JARID2 KANSL1L KBTBD7 KIAA1191 KLHL4 KLRD1 LAX1 LIMD1 LIMS4 LINC01973 LMF1 LRP4 LRRK1 LTBR MAML1 MAP3K5 MAP3K8 MAP7D1 MAPK14 MAPKAP1 MAPKAPK2 MAVS MBNL2 MDM1 MEF2D MFSD5 MIA2 MIR22HG MKNK1 MLKL MPC2 MPP1 MSN MSRA MTMR4 MXI1 NABP1 NAGPA NDST2 NFIC NFIX NFKBIZ NFXL1 NHSL2 NIPSNAP3A NKIRAS2 NR2F2 NUP188 NUP205 NUSAP1 NXT2 OASL OSBPL3 OSBPL8 OST4 PALS2 PAPSS1 PBX1 PCTP PHYH PICALM PLEKHM3 PPP2R5A PRF1 PRXL2C PSMD14 PTPN12 PTPRC RAF1 RASGRP3 RBM47 REL RENBP RFC2 RIN2 RTN1 RUFY1 SANBR SCARA3 SCD SDF2L1 SEMA4G SEMA5B SLC15A4 SLC25A39 SLC25A45 SLC45A3 SLC6A6 SMOC2 SMU1 SNAP23 SNX10 SPRY2 STAG2 STK3 SUMF1 TALDO1 TET2 TFEB TM6SF1 TM9SF2 TMED5 TMEM176B TMEM179B TMEM208 TMEM38B TNS4 TOB2 TOR1AIP1 UBAC2 UBAP1 UCP2 VPS26A VPS50 VWA5A WDR3 YIPF6 YWHAB YWHAZ ZDHHC24 ZNF839 GSE27786_CD4_TCELL_VS_NKCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_CD4_TCELL_VS_NKCELL_UP AAMDC ABCA4 ABT1 ACAP1 ADAMTS8 ADCY6 ADGRL3 ADI1 ADORA1 AFP AGFG1 AKAP8 AKAP9 AMN ARHGAP31 ASB3 ATP8A2 ATP8B2 BCLAF1 BIN1 C21orf58 C22orf39 C3orf38 CA14 CAPSL CCDC153 CCDC6 CCDC82 CD247 CDK10 CEP95 CHCHD10 CHCHD3 CNPY2 CNR1 COA4 CSGALNACT1 CYLD CYP2D6 CYP4F12 CYSTM1 DBP DBR1 DDB2 DDX47 DESI2 DGKZ DNAH7 DNAH8 DPY30 DYRK2 EBP ELMOD3 EMG1 EPB41 EPHB6 ETNK1 FAM222A FHIP1A FLNB FOCAD FOSB FOXK2 FXYD6 GABPB1 GABRG1 GABRR2 GAK GBX2 GIMAP6 GLRX GPBP1 GPR15 GPRIN3 GPT GRAMD1A GRM5 GYPC HCST HERC2 HNRNPC IFIT1 IGFBP7 IGFLR1 IL13RA2 ING1 INTS6 IP6K2 ITGB3 IWS1 KCNC2 KIF3A KLHL35 KMT2A LDB1 LPCAT1 LRCH2 LRRC3 LRRN2 LRRN4 LYPLA2 MAP4K1 ME3 MEAF6 METTL18 METTL3 MRPL58 MRPS24 MSL2 NBR1 NCOR1 NDP NDRG3 NDUFAF5 NHERF1 NLK NOP53 NSUN5 NTAN1 NUDCD2 NUDT6 OSTC PAN3 PARP3 PDE2A PDGFD PHKG2 PHPT1 PHTF1 PJA1 PLIN5 PNRC1 PPCS PPM1K PPP2R2A PRSS22 PSMA3 PSPH PTPN21 PTTG1 RAB37 RBM5 RC3H1 RGCC RGS20 RGS8 RINL RLF RMDN3 RNF14 RPF1 RPL27 RPS8 SCG5 SESN3 SETD6 SLC39A14 SLC4A7 SLC6A7 SLCO3A1 SNHG17 SNHG6 SNRNP200 SNRPN SP4 STK4 SUCO SUN2 SUPT20H TADA2A TAP2 TCAF1 TCF12 THAP12 TMEM252 TNFRSF18 TNRC6C TOMM7 TRAF3IP3 TRIM59 TRMT10C TSPAN13 TTC13 TTLL12 UBL4A USP34 USP39 WASHC3 WNT10B XXYLT1 ZFP41 ZMYND8 ZNF239 ZNF251 ZNF292 ZNF362 ZNF560 ZP3 ZXDC ZZZ3 GSE27786_CD4_TCELL_VS_NKTCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_CD4_TCELL_VS_NKTCELL_DN ACACA ACD ACOXL ACVR1 ADGRF5 AKT1S1 ALDH18A1 ANAPC5 AOAH ARAP2 ARAP3 ARHGAP30 ARHGEF38 ARL4D ARMC7 ARPC2 ASH2L ATXN7L3B BAIAP3 BEND4 BLM C17orf100 C1orf21 CALHM6 CARM1 CCDC91 CCHCR1 CCL22 CCR5 CD226 CD72 CDT1 CENPJ CENPV CLEC14A CNTNAP4 COIL COX8A CUL9 DALRD3 DCAF7 DCN DDOST DNAJA2 DNAJC3 EDEM3 EFR3A EI24 ENTPD7 EOMES EVI2B EXOC4 EXOC6 EYA3 FAM204A FHL5 FKBPL FSTL1 G3BP1 GAB3 GALK1 GALNS GEM GID4 GNAS GNMT GRM5 GRWD1 GTDC1 HGF HMGA1 HOXD9 HSD17B12 HSD17B14 IFT172 IFT27 IL17A INSRR IST1 ITGAX KIF2A KLHL4 KRT28 LAP3 LGALS9B LRRC14 LRRK1 MACROH2A1 MAP7D1 MAPRE1 MAVS MCM3 MEF2A METTL5 MFSD10 MIDEAS MRPL23 MTG1 MYPOP MZB1 NAGA NARS2 NBEAL2 NCDN NDNF NOP2 NUP205 NUP210 NUP93 ODAD4 OLFM1 OR51E1 OSBPL3 OSTF1 OXGR1 PABPC1 PCYOX1L PDE12 PDE3B PDE7A PDLIM5 PGLYRP1 PIGA PKP4 PLCH2 PLEKHA5 PNKP PNPLA2 POLR1B POU2AF2 POU3F2 PPM1G PPP3R1 PRMT5 PSME3 PTPN12 PTPN6 RABEPK RAD51AP1 RAN RFX7 RGR RHAG RIOK1 RNASEH2C RNPEPL1 RPTOR RRBP1 S100A1 SAMD10 SAMM50 SCAP SCO1 SECISBP2 SH2D6 SIPA1 SLC25A36 SLC25A39 SLC35C1 SLC45A3 SLCO3A1 SMAD3 SMOC2 SMPD5 SPRY2 SRPX2 SRSF12 ST3GAL6 SYT4 TCIM TENT5A TGM2 THTPA THUMPD1 TIRAP TM6SF1 TMEM69 TNS4 TPSG1 TRAPPC8 TRIM13 TSPAN4 TTC29 UBA1 UBE2M UNC93B1 USP47 VAT1 VIPAS39 VPS50 WAS WWP1 YEATS2 YPEL1 ZDHHC6 ZNF507 ZNF606 ZNF619 ZP3 ZWILCH GSE27786_CD4_TCELL_VS_NKTCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_CD4_TCELL_VS_NKTCELL_UP ACAP2 ADAMTS15 ADAMTS5 AK2 AKAP9 ANGPTL1 AP3B2 AP3M2 AP4E1 APRT ARHGAP31 ARHGEF28 ARL5A ARRDC2 ATG2A ATP10D ATP11A ATP1B3 ATP23 AVEN BRAT1 BUD31 CALCRL CAPG CARMIL2 CASK CASP4 CCDC61 CCDC88C CCDC9 CD4 CD5 CDC42SE2 CDK2AP2 CEP19 CERS5 CHMP5 CRLF3 CXCR4 DAP3 DBR1 DCAF11 DCTN6 DCUN1D4 DDI2 DGAT2 DGCR2 DHRS4 DHX15 DNTTIP1 DNTTIP2 DPYSL2 ECM1 EIF1 ENTPD5 ETS2 EXT1 FAM118A FAM13B FCGR2B FDFT1 GABRG1 GIMAP1 GLRX GMFG GREM2 GRHPR HADH HEXIM1 HMG20A HMGB2 HNRNPLL IGHM IKZF4 IMP3 INPP4A INPP5F ITGA6 ITGB3 JAZF1 KCNC2 KIF3A KIF5B KIFAP3 L3MBTL3 LONRF1 LRP10 LZTFL1 MAN2A2 MAP1LC3B MAPK4 MCU METTL3 MEX3B MIER1 MINDY1 MMGT1 MON1A MON2 MRPS18C MSGN1 MTHFD2L MTSS1 NAA10 NAB2 NBR1 NCOR1 NFKBIA NOCT NR4A1 OTUD7B P4HA1 PAF1 PCK2 PCSK1 PDS5A PEPD PGPEP1L PHF14 PIK3C2A PLCG1 PLEKHG2 PLPP5 POLR1F POLR3C POPDC2 PPP1R10 PRICKLE1 PTS PYCARD QPRT RAB27A RAB40B RAD21 RALGPS2 RGL2 RGP1 RIOX2 RNASEH2A RNF149 RNF19B RNF6 RPA1 RWDD2A S100PBP S1PR4 SDF4 SDHB SERPINB2 SETD3 SF3B1 SFMBT2 SH3BGRL SHROOM2 SLAMF1 SLAMF6 SLC25A47 SLC28A2 SLC35B3 SLC43A1 SMARCC2 SMC4 SON SP4 SRP9 SRSF7 STAR STK35 STX5 TASP1 TGFBR2 TGIF2 THEMIS THNSL2 THOC7 TIMELESS TMEM161A TMEM232 TMEM50A TNFAIP8L1 TP53I13 TRIB1 TRIM59 TRNAU1AP TRPM4 TSPO2 TSSK4 VSTM5 WASHC4 WDR45 WDR82 YPEL2 YTHDC1 ZC3H12D ZFAND2B ZFP1 ZNF326 ZNF358 ZNF691 ZNF692 GSE27786_CD4_VS_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_CD4_VS_CD8_TCELL_DN ABCE1 ACACA ACER1 ACP5 ACSS1 AFDN ALG8 AMELX AMN APPL2 ARL3 ARL4C ARMCX2 ATP1A1 ATP8B4 B4GALNT1 BAIAP3 BLTP2 C19orf48P CA12 CALHM6 CCDC91 CCNJ CD300C CDC14B CEACAM20 CHAMP1 CHCHD3 CHD8 CHST11 CIAO1 CISD1 CLEC1A CLNS1A CNDP2 CP CST7 CTDSPL2 CTSW CYP2U1 DCAKD DENND2D DHODH DNAAF4 DNAAF5 DOCK10 DRC1 DUSP22 DYNC1I1 EIF3E EIF3L EIF3M ELAC2 ELMO2 EXTL2 EZR FAM163A FAM241A FARSB FGA FRMD4A FRRS1 GARRE1 GGT1 GJB4 GK GNMT GOLGA3 GRWD1 GSTCD HBG2 HDAC2 HSPBP1 IGFBP7 IGLC7 ILKAP IMP3 IPO4 ITK KAT2A KEAP1 KIAA2026 KICS2 KIZ KLRD1 KREMEN1 LRRC14 LSM7 MACROH2A1 MAPK8 MCM3 MECR METTL13 MIF MRM1 MRPL38 MRPL47 MRRF MSTO1 MTERF2 MTG1 N6AMT1 NARS1 NFS1 NHEJ1 NOB1 NOP10 NOP56 NUDT6 NUP93 ORC5 ORC6 OSTF1 PANK4 PDE12 PDE2A PDE3B PDXP PGLS PKP4 PNPLA1 POLR3E PPP1R37 PPP3CC PRF1 PRKCB PRSS12 PRXL2C PTH1R PUS3 PWP2 QDPR RABEP1 RABGGTA RARA RASA2 RBMXL1 RGCC RPL26 RPL4 RPS16 RPS7 RPS9 RRP12 RTCB SCAP SELENOH SGK1 SKIC3 SLC16A5 SLC17A9 SLC25A4 SLC35G1 SLC6A19 SMAP2 SMU1 SMURF2 SNED1 SNX15 SRFBP1 STRN4 STX2 SULF1 TAF4B TAMM41 TCP1 TEX15 TFRC THEMIS THUMPD1 TIGAR TLE4 TMEM107 TMEM108 TMEM141 TRDMT1 TREML4 TRIM13 TRIM32 TUBA4A TUBB TUBD1 TUBGCP2 UBAC2 UBE2U UCHL5 UPP2 USE1 UTP4 WASHC3 WDR74 XKRX XRCC5 YEATS2 ZBED4 ZC3H8 ZNF341 ZNF414 ZYX GSE27786_CD4_VS_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_CD4_VS_CD8_TCELL_UP ACAP2 ADGRE5 ANGPTL2 APBA1 ARHGAP31 ARID1B ARPC2 ATP11A ATP2B1 BCL2A1 BCR BIRC3 BRD9 C11orf96 C19orf81 C4BPA C5orf34 CACNG4 CAPSL CASP1 CASP4 CATSPERD CBLN3 CCDC125 CCDC82 CD6 CDC25B CDH7 CDKN2C CELA1 CERS5 CHURC1 CIR1 CLEC4G CLINT1 CNIH4 CNTLN CORO2A COX7A1 CPM CPOX CREBBP CTDSP2 CWC15 CYSTM1 DCAF11 DDI2 DGAT1 DND1 DROSHA DYNC1I2 EBI3 ECM1 ELL ELP2 ENTPD7 EPHX4 ESYT2 EXT1 FAAH FAM151B FAM234B FBLIM1 FBXO6 FERMT3 FOXK2 FRYL GAS2L1 GAS8 GCA GDNF GMIP GNB5 GPX4 GRIN2B GTPBP2 GXYLT1 H1-0 HIF1A HNRNPLL IBSP ICOS IDS IFI30 IGF1R IL17B INPP4A ISCU ITGA4 ITGAV ITGB3 IWS1 KCTD10 KDM2B KIAA0753 KIFC1 LMNTD2 LRP10 LSM14A LYZL6 MAP1LC3B MAP2 MAP4K3 MFAP1 MICALL1 MKNK2 MLLT6 MSL2 MTMR7 MYO1E MYO5A NCK2 NDST1 NEDD9 NEURL4 NHSL2 NID2 NOXRED1 NRDC NRN1 NUCB2 ODAM P2RX7 PADI4 PCDHB4 PGGHG PGM5 PHF3 PISD PLA2G3 PLPP1 PLPP5 PLSCR1 PPM1L PRDX5 PRNP PRR13 PSEN2 PTGER2 PTTG1 RAB22A RAB2A RAB37 RASL11A RBL2 RGS1 RHBDF1 RNF19A RNPEPL1 RTN4 SCLY SECISBP2L SLAMF1 SLC12A6 SLC2A3 SLC33A1 SLC43A1 SLC4A7 SLC9A6 SNRNP70 SNX20 SON SPOP SRCAP SSBP3 SSR1 ST6GALNAC2 STARD5 STING1 STMN1 SUCO SZT2 TAF8 TECPR1 TEX2 THBD TIAM1 TMBIM4 TMEM191C TMIGD1 TMUB1 TNFRSF18 TNFRSF1B TNFRSF25 TNFRSF9 TRIM46 TSC22D1 TSPAN13 UROS VPS54 WASF3 WTAP YPEL2 ZBTB7B ZDHHC15 ZFR2 ZMYND8 ZNF326 ZNF362 ZNF462 GSE27786_CD8_TCELL_VS_ERYTHROBLAST_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_CD8_TCELL_VS_ERYTHROBLAST_DN ACADSB ACTL9 ACTRT1 ADIPOR1 ADORA3 AFG3L2 AGFG2 AGMAT AGO4 AK5 ALB ALDH1L1 AMMECR1 ANKRD54 ANO3 APIP ARHGAP28 ASAH2 ASB6 ASF1A AXDND1 B3GNT3 BBS7 C6orf132 CARS1 CCDC120 CCN6 CDCA5 CDH26 CECR2 CELF3 CENPQ CEP83 CHAD CHIA CHRD CLPTM1 COL2A1 COL5A3 CPEB4 CPXM1 CREG1 CTH CTTNBP2 CXCL14 CYP4F2 DCAF10 DCAF12 DGCR8 DHFR DNAJA4 DNM1 DPF1 ELF5 ELL3 EN2 EPN2 FAM169A FAM83F FBXL7 FBXW10 FDFT1 FEZF1 FGF7 FOXL1 FTMT FUT2 FXYD2 FZD10 FZD4 GAL3ST4 GAS1 GATM GET4 GPIHBP1 GSPT2 GTF2A1 HECW1 HMG20B HOXA13 HP HSD17B2 HSF5 HTR2B ICAM5 IFIH1 IGFBP6 IL36A IPMK IRS2 ISCA2 ITIH2 JPH4 KBTBD7 KISS1R KLF17 KPNA2 KRT8 KRTAP3-1 LMLN LOXL3 LRRC38 LSM12 LY6D MACIR MAOA MARCHF10 MESP2 METTL27 MFAP4 MGAM MMP19 MPP4 MPZL2 MRO MTR MUC4 MYCBP MYEF2 MYOF NAV3 NDC80 NDE1 NECTIN3 NOXO1 NRAP NRG3 NXPH3 OC90 OOEP OTP PALB2 PARD3 PCDHB7 PDE6D PEF1 PIK3R3 PITHD1 PLA1A PLPP4 PML PNMA3 POMT2 PPP1R1A PPP1R26 PPP1R3C PRKCG PRKG1 PRMT8 PTCRA PYCR2 R3HCC1L RABGGTB RCVRN RFC1 RHBDL3 RNF39 RSAD2 RTL8C SEZ6L SGK3 SLAMF9 SLC13A5 SLC30A9 SLK SMR3A SPACA4 SPAM1 SPATA17 SPIDR SPINK4 STRADB SUPV3L1 SYNPO2 TBC1D31 TBCCD1 TCAF1 TDRD7 TFF3 THAP1 TIMM50 TJAP1 TMEM125 TMEM132C TMEM183A TNFSF4 TNN TRPA1 TSKU TTC16 TTLL9 UBE2E2 UBXN2A USP21 USP25 USP6NL YAP1 ZDHHC14 ZFR2 ZNF786 GSE27786_CD8_TCELL_VS_ERYTHROBLAST_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_CD8_TCELL_VS_ERYTHROBLAST_UP AAMDC ABHD6 ACYP1 ADAM9 AGPAT5 AIRN ALKBH1 ANAPC10 AP3B1 ARFGEF1 ASL ATP10A ATP5F1E BCL2A1 BCLAF1 BOP1 BRD2 BTF3 C22orf39 CASP8AP2 CC2D1B CDK13 CELSR1 CLEC5A CLUAP1 CNOT2 COASY CORO1C CPNE1 CREBRF CRYZ CSRNP1 CTDNEP1 DAG1 DCAF15 DCUN1D2 DDX18 DDX28 DNAH8 DNLZ DPCD EBP EFL1 EIF2A EIF2B2 EIF3K EMC2 ENOX2 ERAP1 ESCO1 EXT2 FAM120B FAM172A FBXO11 FBXO15 FBXW7 FHIP2A FIBP FPGT GAK GIT2 GLB1 GLRX3 GLS GOLM2 GRK4 GSTM4 GSTO1 GTF2F2 GTPBP3 GYG1 HES6 HGSNAT HMG20A HNRNPH1 HOPX HYPK IARS2 IER3IP1 IGFLR1 ING4 IRAG2 ITCH KCNQ1OT1 KDM5B KLC1 KRIT1 LAIR1 LMBRD1 LRRC1 LRRC59 LRRC8D LTA MAGI3 MBNL1 MDP1 MLH1 MNAT1 MPHOSPH10 MPHOSPH8 MRPL3 MRPL42 MRPL45 MTFR1L NABP1 NDRG3 NDUFA8 NDUFAF4 NDUFS3 NDUFS4 NDUFS7 NELFA NELFB NFATC1 NFKBIE NFKBIZ NIPBL NISCH NOL8 NOPCHAP1 NRBF2 NRDE2 NSUN4 OBI1 OGFOD1 OPA1 P2RX4 PCGF6 PDE4DIP PDSS2 PGLYRP1 PHF2 PHF23 PHF6 PI4KB PIM3 PLEKHJ1 PNRC1 POGLUT2 POLR1C POMP PPHLN1 PPM1J PPP3CA PRKAR1A PRPF4B PSMB4 RAD1 RALGAPA1 RASGRP2 RCCD1 RER1 RFX3 RHOG RNF103 RNF44 RPAP2 RPRD2 RRP36 RSRC1 SDHAF1 SEPHS2 SF3A3 SF3B5 SGSH SIL1 SIRT2 SOCS7 SPATA6 SRF SSR3 STX16 STYX SUN2 TAF1C TCF25 TGIF1 TM6SF1 TMEM120A TMEM70 TOGARAM1 TOR3A TPI1 TRAP1 TRIM14 TRIM39 TRIP12 TRNAU1AP TSPAN5 TSPYL4 TUBB2B UBQLN4 VPS29 WDR5 XPO6 ZC3H12D ZC3H7A ZDHHC13 ZNF319 ZZEF1 GSE27786_CD8_TCELL_VS_MONO_MAC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_CD8_TCELL_VS_MONO_MAC_DN ABCD3 ACTG2 ADA ADAM9 ADCY4 AGTPBP1 AGTRAP AMDHD2 AMPD2 ANKRD46 AP3S1 API5 ARAP3 ARHGAP23 ARHGEF25 ARHGEF26 ARPC5 ARRB1 ATP2A3 ATXN1L B3GNT8 BATF2 BBLN BLVRB BRD3 C16orf78 C1QTNF9 C2orf68 CACNG2 CACNG4 CBX5 CCDC34 CCNYL1 CDK11B CDK2 CDKN1A CFAP119 CHIT1 CHRNA9 CLCN5 CLEC10A CLTA COQ4 CORO7 COX19 CPEB4 CRYZL1 CWH43 CYB5R4 CYFIP2 CYP26A1 CYP4A22 DHRS1 DHRS13 DHX38 DIO2 DMD DMPK DNAAF9 DPY19L4 DTX4 EHD1 EIF4EBP1 EME1 ERCC6L ETFRF1 EXOC1 FAM217A FARP1 FBXO34 FHOD3 FOXD4L1 FOXI1 GADD45B GNB5 GOLGA2 GORASP1 GPC1 GPR137B GRB10 GXYLT1 HJURP HNRNPLL HOOK3 HRG HSBP1L1 HSPA4L HSPB2 IL18BP IRS2 KCNMA1 KCTD10 KIF14 KIF20A KIF20B KRT28 LAIR1 LANCL2 LBR LDLRAD3 LHFPL2 LIMS4 LMLN LRRC8D LXN MAF MAML1 MAP3K10 MASTL MCF2L MED31 MFSD12 MFSD6L MFSD9 MIR1915HG MIR22HG MPC2 MPP1 MRAS MREG MRTFA MYBPC1 MYL1 MYO1D N4BP1 NAA38 NDC80 NDUFAF3 NETO2 NFIC NFYA NKIRAS2 NME8 NR5A1 NRDC OBP2B OPTN OSBPL8 OSER1 OXSR1 P2RX4 PALM PARD3B PDZD8 PGAM1 PHF10 PI4K2B PIF1 PLA2G15 PLEKHF1 PLPP1 POC1A PPP1R2P1 PRKAR2A RAB14 RALGAPA1 RDH12 RNF182 SASS6 SBNO2 SCCPDH SEM1 SETD1B SGK3 SLC22A12 SLC25A18 SLC48A1 SLC8B1 SLK SMC1B SPOCK2 SYCP1 TACC1 TBC1D31 TIMP2 TINAGL1 TIPIN TIRAP TMEM179B TMX3 TNRC18 TPPP3 TRAPPC10 TRAPPC2 TRPM2 TSPAN14 TSPOAP1 TTLL11 TYMS UEVLD USP15 USP5 UXS1 VASP VNN1 WBP2 YAF2 YWHAH ZC2HC1A ZNF384 GSE27786_CD8_TCELL_VS_MONO_MAC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_CD8_TCELL_VS_MONO_MAC_UP AAMDC ABCB8 ABHD14A ACOXL ADH5 ADSL AEBP2 AFG3L2 AIMP1 ALKBH7 AMACR ANAPC16 ANGPTL4 ANKRD44 ANTKMT APLF ARFRP1 ARHGEF3 ATF7IP ATP5F1B ATP5MC2 ATPAF1 BABAM1 BANF1 C2orf76 CAB39L CAMK2B CBX6 CCDC51 CCDC91 CDK13 CELF2 CHD6 CNOT6L COX11 CREBRF CST7 CTU1 DDX24 DMAC1 DNAAF4 DNAJA3 DRG1 DUS3L DVL1 EARS2 EI24 EIF2B4 ENSG00000267882 EXOSC10 FAM118A FAM120B FBXO7 FLNB FOXK1 GBP7 GLRX5 GNAS GNPTG GPATCH2 HMG20A HNRNPA1 HNRNPH1 HOOK1 HS2ST1 HTATSF1 HUWE1 IARS1 IDH3B IGBP1 IGKC IL18R1 IL21R IMMP1L IPO4 IPO5 IRF1 ITGA6 IVNS1ABP JAGN1 JMJD6 JPT1 KCNQ1OT1 KDM1B KHDRBS1 KLF3 KRT15 LAPTM5 LCMT2 LMNTD2 MAD2L1BP MAF1 MAP2K2 MBNL1 MDH1 MED1 MED12 MEF2D METTL13 MLYCD MPLKIP MRPL2 MTAP NAA10 NARS2 NCOR1 NDUFA12 NDUFAF4 NDUFS3 NEK7 NEMF NFATC2 NGLY1 NKRF OSBPL5 PAK1IP1 PDCD1 PDCD6 PFAS PGM2L1 PHF14 PHF20 PIK3R5 POLR1H POU5F2 PPCS PPP4R2 PRORP PSMD12 PSMG2 PTGES3 RABEP2 RAPGEF1 RBMXL1 RCCD1 RNASEH2A RNF113A RNF2 RPS6KA3 RUSF1 RWDD1 S100PBP SACS SETD2 SFMBT2 SHLD1 SLA2 SLC22A5 SLC25A22 SLC35G1 SLC44A2 SLC7A6 SLFN13 SMAD4 SMARCC1 SMC4 SPATA6 ST8SIA1 STK17B STK4 SUCLG2 SUFU TAF3 TAF8 TAMALIN TBCEL TCHP TDRKH TIMM13 TMEM70 TNFRSF18 TNFSF8 TOMM7 TOP1MT TP53BP1 TP53INP1 TRIM44 TUBB2B UBA1 UBA3 UBE3A UBXN11 UQCC6 UROS USP34 VPS16 WDR77 WTAP YIPF5 ZBTB44 ZBTB45 ZBTB8OS ZC3H14 ZC3HAV1 ZNF169 ZNF566 ZNF623 ZNF800 ZNRD2 GSE27786_CD8_TCELL_VS_NEUTROPHIL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_CD8_TCELL_VS_NEUTROPHIL_DN ABCD1 ACAP1 ACAP3 ACKR2 ACTG2 ACTN4 ACVR1B AFDN AKT2 ANKRD46 AQP9 ARAP1 ARHGAP23 ARHGAP30 ARHGEF4 ARID3B ARRDC4 ASB6 ATP11C ATXN1L BABAM2 BATF2 BRD9 BTD C22orf23 CA10 CA9 CACNA1E CBLIF CCDC126 CCHCR1 CCNA2 CD4 CDC27 CDCA8 CDK14 CDK2AP2 CENPE CEP128 CFAP119 CHKB CHRNA1 CPEB2 CRYZL1 CTNNA1 DDX60 DEPTOR DHRS3 DMBX1 DNAAF9 DNMT3L DOK7 E2F8 EGFL6 ENO1 ENPP2 EPM2A FAM221B FBXL19 FOXN2 FUT2 FUT7 GAS2L3 GINM1 GJA4 GLB1L2 GLIPR1 GORASP1 GPC1 GPR153 GTPBP2 H2AX HEATR6 HEXB HIPK2 HMGB2 HNRNPLL HOXA1 HPCAL1 HPN HSD17B14 HSPA13 HTRA2 IL1RAP INCENP ING4 IQSEC1 IREB2 IRS2 KIF5B KLHL12 KNDC1 LRR1 LRRC4B LRRTM1 LSP1 LYPD4 LYRM2 MAPKAPK5 MASTL MDM2 MFSD4B MIEF2 MINDY1 MLKL MLX MMRN2 MPP1 MS4A15 MYO19 MYO3A NAA35 NFIC NFKBIL1 NFU1 NIN NISCH NKIRAS2 NNT NRG2 NRP1 OSBPL7 PAG1 PALM PBK PDIA2 PDLIM2 PEF1 PHF10 PIGU PIK3AP1 PKD2 PNPLA7 POMT2 PPP1R18 PPP2CB PRKAB1 PRSS23 PTPN9 RAD51AP1 RALGAPA1 RANBP9 RAPGEF2 RBM38 RGMB RGN RGP1 RGS6 RHBDF1 RHBDL2 RIOX1 RMND5B RSPH3 SASS6 SCAPER SELENOT SEM1 SEPHS2 SEPTIN9 SGK3 SH2D4A SIK2 SIX6 SLAMF9 SLC17A7 SLC2A6 SLC7A11 SLK SOS2 SSC4D STEAP2 TBC1D14 TEAD1 THAP1 TIAM2 TKFC TMEM120A TMEM165 TMEM167B TMEM30A TMEM63A TMEM81 TMPRSS6 TPI1 TRAFD1 TRAM2 TRAPPC10 TRAPPC5 TRPM2 TSC2 UBD UFD1 USP49 UXS1 ZMYND11 ZNF217 ZNF652 ZXDC ZYX GSE27786_CD8_TCELL_VS_NEUTROPHIL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_CD8_TCELL_VS_NEUTROPHIL_UP ABHD14A ACAA2 ACAD9 ACOXL AMMECR1L ANAPC11 ANAPC16 AP3M2 APOOL ARF6 ATP10A ATP5F1B ATPAF1 B3GLCT BCL9L BLVRA BMAL1 BOP1 BST2 BUD23 C10orf88 C2orf76 CAB39L CAPRIN1 CCAR1 CCDC82 CEBPZ CEP57L1 CHRNA4 COQ6 CRYZ CTDNEP1 CUL1 DDX24 DHCR7 DIPK1A DOCK2 DRG1 DRG2 EIF2B3 EIF2B4 EIF2S2 EIF4A2 EMC10 EMC4 ERAP1 ERCC5 EREG EXT1 FAM118A FAM162A FAM172A FCF1 FEN1 FGF17 FLNB FPGT GBP7 GFUS GID4 GLRX3 GNL2 GNPTG GPAM GSTO1 GTF2F2 GZMB HELB HMG20A HNRNPH1 HOOK1 HPCA IFNGR1 IFT46 IKBKB IMMP1L IMP4 INO80E IPP KANSL3 KCTD3 LCMT2 LDB1 LETM1 LGALS1 LTA MAP4K1 MDP1 METTL15 METTL3 MEX3B MNAT1 MRPL3 MRPL34 MRPL41 MRPL46 MRTFB MTRF1L NAB2 NDRG3 NDUFA9 NGDN NKRF NMI NOL8 NTHL1 NUDT2 NXF1 OTULIN PAK1IP1 PARS2 PDXP PGGT1B PHF20 PHF6 PHGDH PIGA PIGY POGLUT2 POLR1H POLR2J POP7 PPCS PRORP PTGIS PTPN2 PTPN21 PUS7 RAD1 RBBP4 RBCK1 RHEBL1 RIMOC1 RLIM RNF2 RPA3 RPAIN RPL31 RRP36 SDF4 SENP3 SETD2 SETDB2 SHMT1 SIRT1 SLC12A2 SLC22A5 SLC25A19 SLC35A4 SLC35B4 SLC37A4 SMAD4 SMAD7 SMARCB1 SMG1 SNRNP200 SOCS1 SPATA6 SPRYD4 SRSF11 ST13 STIP1 STYX SUPT20H SYNJ2BP TAF4B TAP1 TAPT1 TARS2 TBL1X TET1 THAP7 TMEM241 TMEM70 TMTC4 TNRC6C TRA2B TRIB2 TRIM27 TRIM35 TRIM44 TSR3 TTLL12 TUBGCP2 TUBGCP5 TUT4 UBAP2 UQCC6 USP38 UTP6 VWCE YIPF5 ZC3HAV1 ZC4H2 ZDHHC21 ZFP90 ZNF260 ZNF598 ZNF622 GSE27786_CD8_TCELL_VS_NKCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_CD8_TCELL_VS_NKCELL_DN AAGAB ABRAXAS2 ACADL ACTB ACYP2 ADIPOR2 AKAP7 ALDH2 ALPK1 ANP32A ANXA3 ANXA4 AP5Z1 ARHGAP18 ARHGAP19 ARHGEF2 ARID3A ATOX1 ATP6V0B ATXN1L AXL BAG3 BRI3 C9orf72 CAMKK2 CAPN15 CAPZA1 CCNA2 CD84 CDCA5 CEP126 CEP290 CFB CFL1 CFP CHP1 CHST1 CIP2A CITED4 CKB CLEC10A CLEC4D CMIP CMPK1 CMYA5 CPQ CSRP2 CTNND1 CUL1 CYBA DCTN4 DHRS3 DSP DSTYK DYNLT3 EHMT2 EIF4E3 ERLIN1 EXOC6 FAM168A FAR1 FBXO6 FFAR4 FRMD4A FRRS1 FZD7 GALNT9 GEM GOLGA7 GSDMD GUSB HELB HGF HMGN3 HOOK3 HPSE HSD17B11 HSPA2 IGF1 ILRUN INHBA IPMK KBTBD7 KCNK6 KIF13A KIFC3 KLC1 KLF9 LIMS4 LONRF3 LPCAT1 LRP2 LRP4 LTBR LXN MARVELD2 MAVS MBNL2 MFSD14B MFSD5 MIR22HG MKNK1 MPP1 NAA60 NEDD9 NEUROG2 NFIX NFKBIZ NFXL1 NKIRAS2 NXT2 OASL OSBPL8 P2RY1 PADI2 PCBD2 PEX19 PHACTR4 PHTF2 PIK3R6 PLAC8 PLEKHM3 PLOD1 PLSCR1 PPT2 PRC1 PRKACA PRKD3 PRXL2B PSAP PTAR1 PTPRJ PTTG1IP RAB3GAP2 RAF1 RAP2A RB1 RBM47 RFC2 RIT1 RNF157 RNF19B RNPEP ROPN1L RPL10 RPL39 RTN3 SCD SDC4 SDF2L1 SEL1L SEPTIN2 SERPINB8 SFT2D2 SLC43A3 SLC46A3 SLC4A7 SLC66A3 SLC6A6 SNX13 SNX2 SNX9 SOD2 SPATA13 SPIB SSR3 STK10 TBC1D24 TBC1D32 TGFB3 TMBIM4 TMBIM6 TMCC3 TMED4 TMEM179B TMEM30A TMEM38B TMEM86A TNS3 TNS4 TOR1AIP1 TRAFD1 TRAK1 TRAM2 TRIAP1 TSC2 UGGT1 UHRF1 ULK1 VAMP3 VCPKMT VPS9D1 WASF2 WDFY2 YIPF5 YWHAZ ZBTB7B ZMYND8 ZNF326 ZNF467 GSE27786_CD8_TCELL_VS_NKCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_CD8_TCELL_VS_NKCELL_UP ABCB8 ACAT1 ACOXL ACP5 ADAMTS16 ADGRG5 ADI1 AEN AKAP6 AKIP1 AMELX ANKMY2 ANKRD31 ANKRD55 AP1AR ARL3 AUH BCL9L BCLAF1 BOLA3 C16orf54 C19orf48P C2orf73 C3orf80 C8G CCDC87 CCT5 CD164 CDC14B CDH15 CEP170B CHCHD4 CHD3 CLDN10 CLPX COX16 COX20 CPLX2 CRBN CRYZ CYP2U1 CYTH1 DENR DHX33 DNAAF4 DNAH8 DNAJC9 DVL1 EARS2 EEF1E1 EHD3 EIF3G EIF3I EREG ESRRG ETNK1 EVA1C F2R FAM118A FASTKD3 FBXO32 FCHSD2 FLNB GADD45GIP1 GDAP1L1 GGT1 GIMAP6 GJA10 GLT8D2 GPR183 GPR68 GRHPR GRIN2C HEATR1 HIBCH HK1 HNRNPC IKBKE INTS9 IP6K2 ITGAE KCNAB2 KIF21B KRBA1 MAB21L3 MAGEA11 MAP2K6 MBOAT1 MBOAT4 MECR MEN1 METTL17 METTL18 MIF MOB2 MPPE1 MRPL38 MRPL47 MSH2 MTHFD1L MYB MYBPC1 NAA10 NAP1L1 NCK2 NDRG3 NIP7 NKD2 NLK NOB1 NOP10 NSUN2 NTHL1 NXPH2 PANK4 PARK7 PAX6 PDCD1 PDCD6 PDE11A PDGFRA PDXP PHGDH PHOX2A PMS1 POLR1C PPP6R1 PRPS2 PSMA3 PSMD12 PTCHD4 PUS1 RAD52 RBM22 RBM48 RBM5 RIT2 RMND5B RNF146 RPL13A RPL14 RPL22L1 RRAD RRP15 RSPH9 SDHA SEC61B SERBP1 SESN3 SIGLEC1 SKP1 SLC14A1 SLC20A1 SLC25A40 SLC39A14 SLC49A4 SLC6A8 SMG1 SNN SRD5A2 SREK1 SSC5D STK4 SYT12 SZT2 TBRG4 TEX45 TFAM TFAP2A TFB1M TFF2 TIMP2 TM4SF4 TMEM42 TMEM87B TNRC6C TOMM7 TOP1MT TPR TRAF3IP3 TRMT61A TSSC4 TTC26 TTC28 TTC3 TTLL12 TUBB2B TXK UBE3D USP38 USP7 UTP3 VPS26B WHRN ZFP1 ZKSCAN1 ZNF169 ZNF654 ZZZ3 GSE27786_CD8_TCELL_VS_NKTCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_CD8_TCELL_VS_NKTCELL_DN ABCA7 ABCA8 ABTB3 ACTN4 ADGRE5 AGPAT2 AJM1 AKR1B10 ALDH18A1 ANKRD40 AOAH ARAP3 ARHGAP18 ARPC2 ATF6 ATOSB ATP2A2 ATP6AP1 ATXN7L1 BHLHE40 BIN3 BLOC1S1 BRAP BRK1 C11orf24 C9orf64 CABLES2 CAMKV CAP1 CARHSP1 CD38 CD82 CDIN1 CDS2 CHST11 CKB CRHR2 CTNNA1 DDX19A DESI1 DIAPH1 DNAJB13 DOCK10 DOP1B DTNBP1 EIF3C ERLIN2 F2RL2 FAHD2A FAM229A FBXO41 FCGR2B FGFRL1 FLT3LG FNBP1 FPR1 FRMD4B FZD6 GAB2 GABARAPL1 GAS7 GATAD2A GEM GFI1 GIMAP5 GMPPA GNAS GNB1 GPAA1 GPNMB GTDC1 GYG1 HMGA1 HNRNPA0 HOXD9 HTR4 INHBA ITGA4 ITGAL ITGAX ITPRIPL2 KDM4D KLHL4 KRT28 KRT84 LAMP2 LIFR LRP10 MACROH2A1 MAGEB5 MARCHF6 MAST2 MGME1 MKNK2 MRPL51 MTMR1 MTMR12 MX1 MYH9 MYO1E MYO6 MZB1 NAAA NAT14 NCK2 NFIL3 NOL9 NR2F6 NRROS NRSN2 NUDT12 ORM2 P2RY1 PADI2 PAM PBX1 PDCD6IP PDHA1 PGLYRP1 PHACTR4 PIH1D1 PKIG PLIN2 PLSCR1 PPM1J PPP1R37 PPP3CC PPP4R1 PRDM1 PRDX5 PWWP2B PYGB RAB14 RAB37 RAB3GAP2 RABGAP1L RABL3 RAP1GAP2 RAP2A RAPH1 RASA2 RELB RELL1 RETSAT REX1BD RIN2 RNF10 RNF157 RNF187 RPAP1 RRAGC RUNDC3B SAMD10 SAMM50 SEC16B SELENBP1 SLC12A6 SLC2A8 SMIM3 SOCS2 SORL1 SP7 SPTBN1 SSR1 STING1 STXBP1 TAB2 TCIRG1 TDRD7 TECR TEX2 TFPI2 TGFBRAP1 THBD TMEM150A TMEM170B TMEM47 TMUB1 TNFRSF18 TNFRSF1A TNFRSF1B TNFSF10 TOLLIP TRAPPC1 TRAPPC2L TTF2 TVP23A UBA1 UBE2G2 UBE2J1 UBE2M UBP1 UNC93B1 USP47 WWP1 YIF1A ZNF287 ZNF473 ZNF518B ZNF787 GSE27786_CD8_TCELL_VS_NKTCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_CD8_TCELL_VS_NKTCELL_UP ABCA3 ABCC5 ABRAXAS1 ACSS1 ACTN2 ACVR1 ADCY4 ALDOB ANKRD10 APRT ARHGAP15 ARID4A ARL3 ASH1L ASIC3 ATP1B3 AVEN AVPI1 BCAR1 BICDL1 C1QBP CALCRL CARMIL2 CATSPER2 CCDC28B CCDC86 CD6 CDC7 CEP135 CEP83 CLINT1 COX20 CPA5 CTNNBL1 CTPS1 CWC15 CYP46A1 CYSRT1 DBI DBR1 DCTN4 DDA1 DDO DIPK1A DMBX1 DNAJC15 DNASE1L2 DOLK DPH5 DPYSL2 EEF1AKMT1 EEF1G EHD1 EIF1 EIF3E EIF4G2 EMB EPHX1 EXOC3L4 FAM13B FAM241A FBRS FOXK1 FRYL GATAD2B GCK GDF2 GJD2 GOLGA3 GPR146 GPRASP3 GSTT2 HADH HM13 HSPBP1 IFRD1 IFT25 IL9R ITGAE ITK KCNN4 KDM1B KMT2E LANCL1 LIN9 LRRC23 LRRN1 LTA LYPD6B MAB21L2 MATK MBD2 MBD3 MED6 MEN1 MEX3B MON1A MRM1 MRPL23 MRPL24 MRPL38 MRPL58 MRRF MSGN1 MTG1 MTSS1 NBR1 NFS1 NHEJ1 NHP2 NIP7 NME7 NOSTRIN NPC2 NUDT6 NUP43 OLIG3 OTUD5 OXSM PDE1A PDILT PDK1 PELI1 PES1 PGAP3 PHF7 PIAS2 PIGA PIGF PLCG1 PLCXD2 PNPO PNPT1 PPCDC PRODH2 PRR18 PTCHD4 RARA RGCC RGS19 RNF165 RPL24 RPL4 RRAS RRN3 RYK RYR3 SBSPON SETD2 SETX SFRP2 SGK3 SH2D4B SLAMF6 SLC25A4 SLC26A6 SLC35G1 SLC5A12 SLC66A2 SLC6A19 SMAP2 SMC4 SMCHD1 SMIM14 SNHG6 SNX27 SRSF7 STAT5B STK35 STK38 STX1A SYCE3 TAF13 TBC1D15 TBC1D24 TDRP TECRL TGFBR2 THOC7 TIMM21 TMC7 TMEM100 TMEM11 TMEM121 TMEM130 TMEM186 TPBG TSPAN31 TTC13 TTR TWF2 USE1 USP10 USP28 UTP18 YTHDC1 ZFAT ZNF131 ZNF446 ZYG11A GSE27786_ERYTHROBLAST_VS_MONO_MAC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_ERYTHROBLAST_VS_MONO_MAC_DN ABHD11 ABL1 ADGRL4 AGO4 AGPAT5 AGTRAP AKR1B1 AP1M1 AP3S1 APPL2 ARF6 ARFIP1 ARHGEF3 ARHGEF4 ARID3B ARMC7 ATG101 ATOSA ATP11B ATP2B1 ATP6V1H ATRX BANK1 BBLN BHLHE40 BLCAP BRD3 BTNL9 BUD23 C2orf68 CABLES2 CASP8 CCNY CCT2 CDS2 CFL1 CHMP7 CLK2 CNBD2 CNOT6L CNOT8 COASY CPSF1 CPT2 CREB3 CSNK2B CTNS DBP DCLRE1C DDX54 DGAT2 DMAC1 DNMBP DPAGT1 EI24 EIF1B EIF3A EMB ENOX2 ERAP1 ERP44 FAM91A1 FAM98B FBXL6 FHOD1 FKRP FOXRED2 FRRS1 FUCA1 GALNT11 GIT2 GM2A GPC1 GPR108 GPR35 HEATR5B HEATR6 HES6 IER3IP1 IKBKE IL18R1 ING3 ING4 ITCH KIAA0753 KIT KLF10 KLF13 KMT2D LDAH LDLRAD3 LIMK2 LIMS4 LNPEP LTB LXN MAP1LC3A MAP2K7 MARVELD1 MBP MDM1 MDN1 MFSD1 MFSD14A MLLT6 MRPL15 MYCBP2 MYL2 MYOF N4BP1 NAMPT NFIC NKIRAS2 NOB1 NPEPL1 NPEPPS NRBP1 NSMCE2 NUDT18 NUDT3 OGFRL1 OSGIN1 OSTM1 PBX1 PCOLCE PCSK7 PDSS1 PDZD8 PES1 PHF20 PKD1 PLCB2 PLEKHG2 PLPP6 POLD4 POLR1E POMP PPHLN1 PPP1R11 PRKCI PSMB10 PSME3IP1 PUS1 PWP1 RNF103 RPL34 RPS11 RPS6KA3 SCCPDH SEC22B SEC24B SEC63 SELENOP SEPTIN10 SETDB1 SH3TC1 SIPA1L1 SIRT7 SLC15A4 SLC22A15 SLC25A14 SLC28A2 SLC30A6 SLC35B2 SLC37A4 SMIM15 SON SPCS2 SREBF1 SS18L2 ST8SIA6 STAT4 STK38 SUPT5H THUMPD1 TIMM13 TLR6 TMED9 TMEM120A TMEM181 TNFRSF18 TOMM22 TRAF3IP3 TRIM14 TRMT10B TSHZ1 TSKS TTC39B UBE3A UNC93B1 UPF3A UTP3 UXS1 WDR43 YTHDF1 ZBTB24 ZFP36 ZFP36L2 ZMAT1 ZNRF1 GSE27786_ERYTHROBLAST_VS_MONO_MAC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_ERYTHROBLAST_VS_MONO_MAC_UP AKAP7 ANAPC1 ANKLE1 ANKRD9 ANO3 AP1B1 APIP ARHGEF10L ART5 ATP5F1B B3GNT3 BLVRA BRCA1 C19orf18 C1orf109 C4orf46 CARHSP1 CARS1 CCDC54 CCNE1 CCNF CDCA5 CDH22 CEND1 CHAD CHURC1 CLDN3 CLTB CMPK2 COL6A3 CORO2B CORT CRYGS CRYZL1 CTCF CTNND1 CYP8B1 DAAM1 DCAF1 DCAF10 DCK DENND2B DHFR DHX32 DIAPH3 DIO2 DMWD DUOX1 ECHDC1 EGR3 ELF2 ELF4 ELF5 ERH ESPN EXOC4 FABP12 FAM162A FAM170B FAM174C FAM227B FEZF1 FLVCR2 FOXL2 FRMD4A FTMT GAB1 GAREM2 GARIN1B GCNT1 GEMIN7 GHRHR GID8 GNL3L GOLPH3L GOLT1A GRM2 GSTA5 H2AX HDAC6 HOXC6 HOXD12 HYCC1 HYPK IARS1 ICAM5 IL17RE IPO5 KCNG4 KDM4B KIF2C KLRC2 KNTC1 KRT8 KRTAP26-1 LANCL2 LEAP2 LGI4 LLGL1 LPO LRRC39 LRRC56 LUC7L3 MAP4K5 MARCHF10 ME3 MOB2 MRO MRPL32 MUC4 MXD3 MYO19 NAA40 NDP NECTIN3 NMRAL1 NUDT17 OARD1 ORC5 PAK1IP1 PANK2 PBK PCDH7 PCNT PDE1C PGM5 PIP5K1B PMF1 PML POC1A PRNP PRODH2 PRR11 PYROXD2 RAD51C RB1 RBMXL2 RCVRN RNF19A RNF39 SASS6 SAT2 SCLY SERTAD3 SGSM3 SH3RF2 SIAE SIRT1 SLAMF6 SLC1A4 SLC22A13 SLC22A14 SLC43A3 SLC44A4 SLCO1A2 SMARCA5 SMC3 SMOX SOX30 SPACA4 SPATA17 SRPX2 SSX5 ST3GAL4 ST3GAL6 STAB1 STAU1 STRAP STRN3 SULT1B1 SULT6B1 SYNGR1 TAPT1 TERT TIMM50 TJAP1 TM4SF1 TM4SF5 TMEM184A TNFRSF10A TP53BP1 TRAF3IP1 TRIM23 TRPC7 TTC14 TWIST2 UBA7 UROC1 USP21 USP32 USP6NL VANGL2 VWA3A WDR81 WNT1 XAF1 XK ZFP2 ZNF410 ZNF711 GSE27786_ERYTHROBLAST_VS_NEUTROPHIL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_ERYTHROBLAST_VS_NEUTROPHIL_DN AAGAB ABCD1 ABHD11 AGFG1 ANP32A APLNR APPBP2 ARAP1 ARF6 ARHGDIA ARHGEF4 ARRDC4 ATN1 ATP10A ATP13A2 ATP5F1E ATP6V0D1 ATP6V1H ATPAF1 BLCAP BTBD1 C4orf48 CBX8 CCDC62 CCDC71 CD300LD CDC42EP2 CDK13 CDKL4 CHAC1 CHST7 CLTA CLUAP1 CNOT8 COP1 CORO1C CSAD CSNK1G1 CSNK2B CYP51A1 DCTN6 DHCR7 DHX36 DHX58 DNAJC3 DPM2 DPP3 EBP EPB41L2 ERBIN ERLIN1 ERP44 EXTL2 FAM120B FARP1 FBXO11 GIT2 GMDS GOT2 GPR108 GSTM4 HDAC5 HERPUD2 HNRNPA0 HOMEZ HOPX HSPA2 IKBIP IKBKB ING1 INO80D IPO8 IRF2 ITFG1 KLC1 KMT2A KMT2D KMT5B KPNA4 KRT80 L1CAM LIG4 LRP10 MAGED1 MAP2K7 MCEE MCMBP MED4 MIEF2 MTERF1 NAA10 NAA35 NAB1 NCOA6 NDUFS4 NDUFS6 NEDD8 NFAM1 NFIC NFKBIL1 NFKBIZ NKIRAS2 NLN NRBF2 NUDT18 NXPE3 OSBPL7 PACC1 PARG PDE4B PGAP6 PHF23 PITPNM1 PLCB2 PLCB3 PLEKHG2 PLGRKT PLPP6 PNKD PNPLA2 POLR1H PPHLN1 PPP2R2A PRKAR2A PRKRA PRMT9 PRPSAP1 PRRC1 PSMB10 PTPN12 PURB RAB11A RAB24 RAPGEF1 RARS1 RASGRP2 REXO4 RFX5 RHOH RHOT1 RIOX2 RNF138 RNF19B RNF31 RPS6KA3 RTP4 SAMD10 SAR1A SBNO1 SEC22B SELENOP SERHL2 SETDB1 SGTA SHARPIN SLC35A3 SLC35C2 SLC37A3 SLFN13 SMAD2 SMIM15 SNAPIN SNF8 SNX9 SPG11 SPIDR SPNS3 ST13 STXBP3 THAP11 TIMM8B TLR1 TLX1 TMED3 TMEM168 TMEM223 TMEM30A TMEM61 TNFRSF18 TPD52L2 TRAPPC6A TRIM14 TRIM41 TRMT10B TUG1 TYK2 UBR5 UBXN4 UPF3A VPS13D WASHC4 WBP1L WDR77 YAF2 ZCCHC8 ZNF24 ZNF319 ZNF467 ZNF638 ZNRF1 GSE27786_ERYTHROBLAST_VS_NEUTROPHIL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_ERYTHROBLAST_VS_NEUTROPHIL_UP ABCA3 ACBD4 AMMECR1 ANLN APOBEC2 ARVCF ASPHD1 B4GALT2 BCKDK BCLAF1 BMPR1B BORCS5 C1orf112 C1orf174 C2CD3 CAB39L CBX5 CCL28 CCNA2 CCR5 CD5 CDIN1 CDK1 CENPE CFB CIAO1 CMA1 COLCA1 CP CPA1 CTNND1 CUL4A CUL9 CYB5D2 CYB5R3 CYP4F2 CYP8B1 DCAF10 DDHD1 DDX24 DDX59 DEK DGCR8 DHX32 DISP2 DNM1 DRC3 DRG1 EEF1E1 EGR3 EIF2B3 ELF4 EPN3 ESF1 FAM133B FAM169A FAM227B FAM83F FBXO45 FBXW4 FLRT2 FNIP2 FOXL1 GAD1 GAL3ST4 GHRHR GOLT1A GPR89B GRIA4 GSTCD GUCY1A2 HERC6 HRG HSPBAP1 KCNG4 KCNK5 KDM5D KIF4A KRT8 KRTAP26-1 LGI3 LIPF LIX1L LMLN LOXL3 LRRC56 LSM12 LUC7L LUC7L3 MAP3K1 MARCHF5 ME3 MEMO1 METTL27 MOB2 MSS51 MYL4 NAA80 NARS2 NASP NECAP2 NME7 NMU NSG2 NUDC NUP155 NUP35 NUP43 NUP50 OGDH OLA1 OR2S2 OR5D18 OSBPL3 PAX6 PCSK6 PGRMC2 PIP5K1B POLD3 POLR1C PPP1R1A PPP1R3C PPP3CB PRDX4 PRELID3A PRNP PRR11 PSMD12 PTAR1 PTPA RAB3IL1 RBM48 RBMS2 RENBP RETSAT RFTN1 RHBDF1 RNF123 RNF39 RNMT RPAP2 RPL3 RPS7 RTTN SAAL1 SAP130 SASS6 SETDB2 SGSM3 SH3YL1 SKA3 SLAMF6 SLC22A13 SLC22A14 SLC25A42 SLC35D1 SLC43A3 SLC4A1 SLURP1 SMPD4 SMYD4 SNRNP25 SOD1 SPINK4 SPTSSB SRPX2 STRA8 STRBP TCHP TCIM TERT TGIF1 TLK1 TMEM125 TMEM60 TNFRSF11B TNK1 TRAK2 TRIL TRIO TSSK3 TTC28 TUBG2 UBE2S UBOX5 UNC45A UQCR10 VANGL2 VAX1 WDR7 WIPI2 WRAP53 YBX3 YIPF4 YTHDF2 ZFPM2 ZFR2 ZMAT2 ZNRD2 ZPBP2 GSE27786_LIN_NEG_VS_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_LIN_NEG_VS_BCELL_DN ADAMTS6 AGAP2 AMZ1 ANKRD11 ANKRD2 ANTXR2 ANXA6 ARHGEF1 ARMC3 ATP10D BABAM1 BAZ2B BCKDHA BFAR BRI3 C9orf85 CABP2 CACTIN CALHM2 CCDC47 CCDC88C CCND2 CD164 CD1D CDIP1 CDK9 CEP164 CHD3 CHD6 CHIC2 CHST8 CLK3 CLTA CMTR1 CNPY4 COMMD4 CPSF3 CWC25 CXorf38 CYP39A1 CYTH4 DCAF11 DCUN1D1 DDX5 DDX59 DEDD DGKQ DHX57 DIPK1A DMAC2 DTX2 DUSP16 EAPP EDARADD EHD2 ENOX2 ERP27 ESCO1 ESF1 FAM120B FAM167A FBXL5 FBXO11 FCGR2B FCGRT FGD3 FGF17 FIS1 FOXD2 G3BP2 GBP4 GCC2 GCNT1 GGNBP2 GIMAP4 GPSM3 HGH1 HIGD2A HSD17B11 ICAM1 IFT22 IGKC IKZF1 IP6K1 KDM1B KIF12 KIF1C KIF21B KMT2A KMT2D KRTCAP2 LTA LYPLA2 LYST MAGI3 MALAT1 MAP3K2 MAPK12 MGA MGAT5B MIR22HG MOB3C MPND MTARC2 MTMR14 NAA60 NCKAP1L NCOA6 NDFIP2 NDUFAF3 NIPAL3 NXPE3 OAS2 OSBPL11 PAF1 PAN3 PARP3 PDE4DIP PFKFB4 PGGT1B PHIP PHLPP1 PLEKHG2 PLPPR1 PML POLDIP3 PPP1R21 PSMA5 PSMB9 RAB39A RABGAP1L RBM10 RDH12 RFLNA RFTN1 RIC8A RLF RNF167 RNF19B RPL31 RPP25L RPS15A RPS19 RPS8 SAP30BP SAPCD1 SBNO1 SCAPER SCP2 SEC63 SEPTIN7 SETD2 SF3B2 SH3BP2 SMAGP SNF8 SNX29 SPOP SQSTM1 SRF SSH3 SSU72 STARD5 STAT1 STBD1 STIM2 SUFU SYNE2 SZT2 TAF8 TBC1D17 TBC1D20 TBX6 THOC2 TMA7 TMEM229B TMEM234 TMEM62 TMEM9B TMF1 TNNC2 TRAF3IP3 TRHDE TRIM39 TRIM5 TUBA1A TUT4 UBE2B UBL5 UFM1 USE1 USP12 WASHC2A YKT6 ZFP36L1 ZMYM5 ZNF264 ZNF383 ZNF740 ZSWIM8 GSE27786_LIN_NEG_VS_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_LIN_NEG_VS_BCELL_UP ABCB6 ABI2 ACADSB ACSL3 ACSL5 ADAMTS9 ADGRG5 ADGRL2 AK3 AK4 ALDH18A1 ALG2 ANKH AP1AR API5 ARL2 ASB9 ATP10A ATP1A2 BHMT2 BLOC1S5 BMPR2 BORA BUB1B CAD CALU CASP12 CCDC102A CCDC181 CCDC34 CCNF CCT8 CD247 CD44 CFAP20 CFAP68 CITED4 CLEC1B CTSW CXCL13 CYP24A1 DBI DCAF1 DCAF10 DDX21 DDX28 DEPDC1B DIAPH3 DMKN DPAGT1 DYNLL2 DYNLT2B ECI2 EIF2B4 EIF4B ELF3 EPB41 ERI2 ETFDH EXOSC5 FAM149A FAM171A1 FAM222A FCER1G FDPS FIRRE FNIP2 G3BP1 GCSH GEMIN8 GID4 GLA GLRX GNG3 GSDME GSTM4 GTSE1 GZMB HAPLN4 HHIP HK2 HSPD1 IDI1 IL6ST INAFM1 INTS1 ITK ITPA JDP2 KICS2 KLHL12 KLK8 KRT28 LANCL1 LCP2 LDB1 LMNB2 LRP8 LRRC8C MCM3 METAP1D METTL13 MGMT MLKL MMS22L MNS1 MOGS MRPL3 MRPS35 MRS2 MTM1 MYCT1 MYL1 NCCRP1 NENF NPHS2 NUP155 NUP43 OBI1 OCSTAMP OPTN ORC6 PAFAH2 PAQR8 PARD6G PCDHB12 PCM1 PCYT1A PDAP1 PIK3CD PLEKHA8 PNP PPA1 PPP1R7 PRC1 PSMG2 PTOV1 PTPN14 PTPN20 PTPN9 PWP1 PXYLP1 RABGGTB RAD51AP1 RBL1 REPIN1 RIMKLA RNF24 RNF4 RPN2 RPRD1B RUVBL1 SCRN3 SERPINA12 SERPINE2 SGO2 SIGMAR1 SIX5 SKA2 SLC14A1 SLC25A18 SLC25A24 SLC25A35 SLC32A1 SLC35G6 SLC43A3 SLC4A11 SLC7A14 SLC9A9 SLCO3A1 SOX13 SPATA7 SRRM1 SSR3 ST3GAL4 ST7 STEAP3 TBC1D4 TERT TLNRD1 TM9SF4 TMEM106C TMEM178A TMEM69 TNKS TRMT6 TTLL12 UBE2N UBE3B UBQLN4 UBR7 VAV3 WBP11 WDR62 WDR75 ZBTB45 ZCCHC13 ZHX3 ZNF239 ZNF771 GSE27786_LIN_NEG_VS_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_LIN_NEG_VS_CD4_TCELL_DN ABCG1 AFP AKR1B1 ALDOC ALG5 ANAPC16 ANKIB1 ANKRD11 ANO10 ANTKMT APOBEC2 ARHGEF4 ARID5A ARL6IP1 ARMC3 ARPC5L ASB3 ATF2 ATOSA ATP8A2 AXIN1 AZI2 B4GALNT2 BAHD1 BORCS6 BRD9 C19orf12 CACTIN CCDC88B CEPT1 CFLAR CHCHD2 CHD7 CHIC2 CHMP1A CLCN5 CLK4 CNDP2 COA4 CTSO CYP2D6 CYSLTR2 DDRGK1 DEGS1 DGAT2 DOK2 DZIP1 EBP EFR3A EIF1B EML3 EPB41L2 EZH1 F2RL1 FBXO25 FHIP1A FOXN3 GABRR2 GALNT4 GGNBP2 GIT2 GLRX GPR171 GREM2 GSKIP HADHB HERC2 HERPUD2 HIGD2A HMOX2 HSD17B11 HUWE1 ID2 IDH3B IER5 IFITM10 IKZF1 IL21R IL2RB IRF7 ITGAL JAK1 KCNAB2 KCNC4 KIDINS220 KMT2A KRT78 LGALS1 LIME1 LPGAT1 LPXN LSM4 LY9 LYST MAP2K7 MAP3K1 MARK2 MBD2 MED12 MED13L MED28 MSS51 MTFMT MTMR3 MYO1E NCKAP1L NCMAP NDUFA1 NEMF NFATC2 NKIRAS1 NLRC5 NMI NOL7 NRDC NSD3 NSUN4 NT5DC1 OSTM1 OTUD7B PAFAH1B1 PCMTD1 PHF1 PIK3IP1 PLAAT3 PMEPA1 POGZ POLR3C PPCDC PPEF2 PPM1B PPP1R12C PPP1R35 PPP2R2A PPP2R5E PRDM2 PREX1 PRSS55 PRSS8 PRXL2C PSME1 PTPN23 PTPRCAP RAB24 RALGAPB RANBP9 RGS14 RIT1 RPS19 RPS26 RRAD RRP36 RSF1 RTP4 SCG5 SDR39U1 SEC24B SELENOP SF3B2 SLC20A1 SLC25A2 SLC30A1 SLC39A14 SMAD2 SMAD4 SOCS3 SORL1 SPO11 SQSTM1 STX4 SUPT20H TAFA3 TAP1 TBL1XR1 TBX6 TET2 TGFB3 TIAM1 TIMP2 TMA7 TMEM179B TNFAIP1 TNFRSF1B TOMM7 TRAPPC8 TRIM5 TRNAU1AP TSKS TSSK4 UBR1 UBXN4 UPF3A WASHC2A YAF2 ZBTB2 ZBTB20 ZMAT2 ZMIZ2 ZNF646 ZNF707 GSE27786_LIN_NEG_VS_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_LIN_NEG_VS_CD4_TCELL_UP AARSD1 ABCB10 ABCB6 ACACA ACSL3 AFDN AGO4 AGPAT5 ALOX5AP AMMECR1 ANKLE1 ANKRD49 AP2A1 AQP9 ARAP3 ASNSD1 ATL1 AUNIP BCL2L12 BET1 BSN C1orf112 C9 C9orf43 CAD CAMK1 CASQ1 CCNB2 CCNF CD81 CDC25A CDK2 CEP78 CKAP4 CLEC4G CLNS1A CLPX CLYBL CUL2 DBF4 DBI DCN DEPDC1B DHFR DIABLO DMKN DMWD DPAGT1 DYNC2I2 ECI2 EIF2S1 EIF4E ELAC2 ELN ELP5 EMC10 FADS1 FAM185A FARSA FBXL15 FHL1 FNIP2 FZD3 GALNS GCSH GLT8D2 GP5 GPSM2 GRWD1 HAPLN4 HDAC6 HEBP1 HES3 HMGXB4 HOOK2 HRAS HSPBP1 HUNK IDH2 IGFBP3 IPO4 IPO5 IRAK1BP1 IRX1 ISCA2 KIFC3 KLHL12 KRT18 LMNA LRP12 LRRC59 MAPK8 MATCAP2 METAP2 METTL15 METTL7A MFSD12 MFSD13A MMGT1 MRPL42 MRPL48 MRS2 MTM1 MYCT1 NCBP1 NCCRP1 NCF1 NDUFAF4 NDUFB2 NDUFS1 NFIC NHP2 NOP16 NOP56 NR2F2 NRIP3 NSUN2 NTPCR OAT OLA1 P4HB PALB2 PCGF6 PDYN PFKFB4 PNO1 POLD2 POLR2H PON1 PPIE PPP1R2P1 PRADC1 PSMG2 PSPC1 PTOV1 PTPRK PUM3 RABGGTB RBL1 REEP6 REPIN1 RHOBTB1 RUSF1 SAMD1 SCAP SEC24D SELENOI SERPINE2 SFXN2 SGCE SLC25A22 SLC25A3 SLC48A1 SLC5A2 SLC6A13 SMPD4 SORT1 SOX8 SPAG4 SPATA24 SPI1 SPRED1 SQOR SRRM1 SRSF9 SSR3 STEAP3 STT3B SUV39H2 SYK SYT4 TDP1 TEFM TEX29 TFG THSD7A TICRR TIMM10 TIMM8B TLR2 TM9SF4 TMEM106C TMEM176B TMEM222 TMEM69 TOPBP1 TPP1 TTK TTLL12 TUBA1B TUFT1 UBE2J2 VPS50 VWC2 WDR74 YBX1 ZDHHC13 ZFYVE21 ZNRD2 ZRANB3 GSE27786_LIN_NEG_VS_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_LIN_NEG_VS_CD8_TCELL_DN ABCG1 AEBP2 AKR1B1 AMBRA1 AMN1 ANAPC16 ANKIB1 AP3M2 ARFRP1 ARL5A ARMC10 ARPC5 ASB13 ATP1B1 ATP6V0A2 ATP6V1F BABAM1 C16orf90 CACNG2 CAMK2B CATSPERD CCND2 CCNL2 CD38 CD82 CEP135 CEPT1 CHIC2 CIC CMIP COL15A1 COMMD6 CRBN CSNK1G2 CSNK2A1 CST7 CUL3 CYBA DCTN6 DEGS1 EEF1G EFR3A EIF3E EIF3K EIF4A2 ERP27 ESCO1 FAM120B FCGRT FGD3 FIS1 FOXJ2 GABRR2 GNPTG GPATCH2 GPR183 GPR63 GRAMD1B GSTT2 IFIT1B IGSF11 IKBKB IP6K1 IRF7 ITGAL ITGB2 ITM2A ITPK1 ITPKC JPT1 KRAS LEP LPXN LRP10 LYST MAL MALAT1 MAN2A1 MAP3K2 MARK2 MARVELD2 MBNL1 MCMBP MDM2 MED28 MOB2 MRAP2 MRPS26 MSS51 MTIF3 NABP1 NFATC2 NLRC5 NMI NRXN1 NSUN4 NUP210 ORAI1 OSTM1 PAF1 PAPPA2 PARP3 PDCD1 PDCD6 PDE4DIP PDE7A PDLIM1 PDLIM5 PI4KA PIAS4 PIP5K1A PKD1 PLEC PLEKHA2 PLEKHA7 PLTP POGZ POMT2 PPARGC1B PPM1B PRDM2 PRXL2C PSME1 PTPRC PTPRCAP PTTG1 PYGB RAB24 RALA RANBP9 RASL11B RASSF7 RBM10 RBM22 RBM48 REXO4 REXO5 RHBDL2 RHOA RIGI RIMOC1 RLF RNF123 RNF165 RNF167 RPL27 RPLP2 RPRD2 RPS6KA3 RTP4 SAMD9L SDR39U1 SERBP1 SERPINC1 SF3B2 SIT1 SLA2 SLC20A1 SLC30A1 SLC39A14 SLFN13 SMC4 SMYD4 SOCS3 SP1 SPATA5L1 SPATA6 STAT1 STMN3 STOML1 STX5 SUPT4H1 TAOK1 TAOK3 TBX6 TES TEX264 TM9SF3 TMEM241 TMEM243 TMEM42 TMEM63A TMEM87B TMOD3 TNFAIP1 TNKS1BP1 TNRC18 TOMM34 TOMM7 TRIM5 TRIP12 VAMP4 VPS13D VPS26B WASHC2A WDR26 YWHAB ZNF354C ZNF511 ZNF7 GSE27786_LIN_NEG_VS_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_LIN_NEG_VS_CD8_TCELL_UP AAGAB ABCE1 ABHD14A ACSL3 ACTL6A AFG3L2 AK3 AK4 AKIP1 AMMECR1 ANKRD49 AQP9 ASB8 ATL1 CAMKV CASP12 CCDC146 CCDC34 CCDC40 CCHCR1 CCNF CDC16 CDC25A CDCA2 CDK2 CENPK CENPU CEP72 CHST11 CLEC11A CLEC1B COQ4 COX7A1 CRIP2 CSF2RA CTNNA1 CUL1 CUTC CYB5R3 CYFIP1 DAB1 DACH1 DARS1 DBI DCTD DHX33 DLAT DMAC2L DMWD DNAJB4 DNMT3B DPAGT1 DPY19L4 DTX4 EGLN3 EIF4B ELMO2 ENTPD7 EXOC6 EXOSC5 FADS1 FARSA FASTKD5 FDPS FLT3 FUBP3 FUT7 FZD3 GAB2 GALNT1 GCNT1 GCSH GEMIN8 GSTM4 H1-0 HIBCH HK1 HK2 HLX HNRNPLL HSD17B4 HSPA5 IDH3A IDH3G IRAK1BP1 ITPRIPL2 KCTD3 KDM2B KIAA1958 L2HGDH LONP1 LRRC59 LYAR LZTFL1 MAGOHB MBTPS2 MCM5 METAP2 METTL15 MFSD13A MGME1 MLH1 MMGT1 MPHOSPH6 MRPL42 MTHFD1L MYCT1 MYO3A NDC1 NFAM1 NHSL2 NUCB1 NUCKS1 NUP133 NUP43 NUP93 OGFRL1 OIP5 OTOG P2RX4 P4HB PDAP1 PDGFD PHACTR4 PHTF2 PI4K2B PIK3CD PIK3R2 PMF1 PML POLE PPM1E PPM1G PPP1R8 PRCP PRR18 PRXL2A PSMB2 PSMD12 PSME3IP1 PTOV1 PTPN14 RAD51AP1 RBBP7 RBBP8 RBM14 RCAN1 REV1 SAMM50 SCARF1 SCRN3 SLC14A1 SLC25A1 SLC29A1 SLC45A3 SLC7A4 SMO SMPD4 SORCS3-AS1 SORT1 SRRT SSR3 ST7 STRBP SUV39H1 SYTL4 TACC3 TCEANC TDRD3 TEX13B TEX29 TGIF2 TICRR TIMM8B TKT TMBIM4 TMEM178A TMEM9 TPD52L1 TPK1 TPM2 TRAP1 TRIM13 TTK TTLL12 TUFT1 UBE2N VANGL2 VAT1 VDAC3 YIF1A ZDHHC13 ZDHHC14 ZFP30 ZNF251 ZNF449 ZNF516 ZNF750 ZNF771 ZWINT GSE27786_LIN_NEG_VS_ERYTHROBLAST_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_LIN_NEG_VS_ERYTHROBLAST_DN ABCB6 ACBD4 ADCY5 ADORA1 ADORA3 ALLC ALPI AMHR2 ANKLE1 ANO3 APOBEC2 APOL6 ARL4A ART5 B3GNT3 BCORL1 BLVRB BTBD8 C4BPB C4orf46 CALHM5 CARHSP1 CARS1 CCDC85A CCN3 CCNA2 CDC42BPB CDC6 CDK1 CEP76 CHAD CLIC6 CLRN3 CNTN4 CPEB4 CTSF CUL9 CYP4B1 DAAM1 DCAF12 DCLRE1C DHRSX DIAPH3 DNAAF1 DOC2B DUOX1 E2F8 EGR3 ELF2 ELF5 EPHB2 EPN3 FADS1 FAM170B FANCD2 FBLN1 FBXO34 FEZF1 FTMT GABRB1 GID8 GPR87 GRIK5 GRIN1 GRINA GSTA5 GULP1 H2AX HAPSTR1 HAUS8 HDAC6 HOXC6 HRG HS6ST1 IBA57 IFITM5 IRAK2 KCTD9 KIZ KNL1 KNTC1 KRT26 KRT36 KRT8 KRTAP3-1 KRTAP4-11 LAMA2 LHX5 LIN9 LIPN LRCH4 LRRC38 LYSMD3 MACIR MAMLD1 MAP3K1 MARCHF3 MBD2 MEF2B MFAP4 MFHAS1 MFSD2A MIIP MMRN2 MRLN MROH2B MSR1 NBR1 NDC80 NECTIN3 NFASC NKX2-8 OARD1 OC90 OOEP OSBPL10 PANX3 PAQR3 PCNT PCYT1A PDX1 PDZK1IP1 PHKG2 PI4K2B PIGQ PITPNM1 PKD2L2 PLA1A PLCD1 PML PON2 PPP1R15B PRC1 PRIM2 PRKAA2 PRKCG PSMD9 PTCHD1 RAC3 RAD51C RAD54L RBMXL2 RCVRN REP15 RHBDL3 RHD RIBC2 RIPK4 RNF19A RNF39 RPAIN RPRD1B SBSPON SEZ6L SHF SLC16A6 SLC22A18 SLC22A23 SLC25A42 SLC26A3 SLC49A4 SLCO1A2 SMR3A SNTG1 SPAG5 SPATA17 ST3GAL2 ST3GAL4 SYNE2 SYNPO2 TBC1D9 TIMP4 TLCD1 TM2D1 TMEM132D TMEM169 TMEM59L TNFAIP6 TNFRSF11B TNS2 TRIM23 TRIM69 TRIOBP TTC16 UBE2S UBXN11 UPP2 USP18 USP29 USP32 USP37 VCAN VPS13D VSIR WIPI1 WNT3A XK ZNF473 ZSWIM2 ZSWIM8 GSE27786_LIN_NEG_VS_ERYTHROBLAST_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_LIN_NEG_VS_ERYTHROBLAST_UP AFF3 AIFM1 AMZ2 ANKRD44 APPBP2 ARFGEF1 ARHGAP45 ARHGEF1 ARL5A ATP10A ATP13A2 ATP6V1F B3GALT6 BET1 BTBD1 C12orf57 C6orf136 C9orf64 CA1 CAD CASP7 CBFA2T2 CBX2 CCDC86 CD79B CDIP1 CDK9 CEPT1 CHD9 CNBP COMMD4 COQ4 CORO1C DIAPH2 DMTF1 DNLZ DRG1 EFR3A EPSTI1 ETFDH FARSA FBXL4 FGL2 FLT3 FUCA2 GABPA GALNT2 GEMIN6 GM2A GPR180 GTF2F2 GTF3C4 GYG1 HEATR6 HTRA2 IDS IFT27 IMMP2L IMP4 INSIG1 IPO5 IRF1 ITCH ITGB2 ITGB7 ITPRIPL2 JMJD1C KDM1A KHDRBS1 KIDINS220 KIF1C KRT18 LAMTOR4 LAP3 LDAH LONP1 LRRC1 LYN MBD1 MCEE MCMBP MED10 MEX3B MGAT4A MLLT6 MOCS2 MPEG1 MRPL2 MRPL45 MRPL50 MTHFD1L NCBP2AS2 NCK1 NDUFA3 NDUFB2 NDUFS3 NFKBIE NINJ1 NIPSNAP1 NISCH NLRC5 NOP56 NUP155 OGFOD1 ORC4 PARD3B PARP8 PDE2A PEX5 PIGK PIP4P2 PKD2 PLPP6 PLSCR1 PNPLA7 POLR3G POP1 PPHLN1 PPM1H PPP2CB PRKCD PRMT1 PRR3 PSMA3 PSMA4 PSMB4 PTGR2 RAB14 RACK1 RAI1 RBM27 RER1 RHOBTB3 RHOH RNF217 RPL13A RPS6KA3 RTCA SAE1 SAR1A SDHD SEC63 SELENOP SFXN2 SGCB SIAE SIGMAR1 SLC25A1 SLC25A26 SLC30A6 SLC37A4 SLC9A9 SLCO3A1 SMG1 SNRPF SPATA24 SPI1 STAT4 SUFU SYK TAMALIN TARS2 TBL1X TELO2 TET1 TIFAB TIMM8B TMEM168 TMEM178A TMEM181 TMEM192 TMEM42 TMEM70 TNFRSF18 TOGARAM1 TOMM40 TOR3A TPD52L2 TRAM2 TRAPPC8 TRIM47 TSKS TYK2 UBE2J2 UQCR11 URGCP UTP11 UTP20 WDR77 XPO6 YIPF5 YTHDF1 ZDHHC4 ZNF560 ZNF569 ZNF7 ZNF764 ZNF799 ZNHIT3 ZXDC GSE27786_LIN_NEG_VS_MONO_MAC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_LIN_NEG_VS_MONO_MAC_DN ACAP1 ADAMTSL3 ADORA3 ADPRH AIM2 AK2 AP2A2 ARHGEF10L ARHGEF4 ARID3B ASNSD1 ATG16L2 ATG3 ATOX1 ATP6V0D1 ATXN1L AVPR1A AXL B3GALT2 BABAM1 BANK1 BCKDK BICRA BMPR1A C2orf68 CARD6 CASK CC2D1A CCDC141 CCDC88B CCHCR1 CELSR3 CEMIP2 CHAC1 CHRM3 CHRNA9 CITED2 CLEC5A CLIC6 CLIP1 CNR2 CORO7 COX8A CSNK1E CSTB CTSS CXADR CXCL3 CYFIP1 CYP4A22 DAZAP2 DCTN1 DSTYK EHD1 ELOVL5 ERG ESCO2 EZR FAM104A FAM217A FAM222B FBXO10 FCGR2B FGL2 FHIP2A FMNL2 FOXD4L1 FOXK1 GALM GAS7 GGNBP2 GJA5 GK5 GNPDA1 GPR107 GPR153 GPR35 HAS2 HERPUD2 HIGD2A HRG IL18BP ITPRIPL2 KBTBD2 KIF5B KLF10 KMT2D LAMC2 LDAF1 LIMS4 LSR MAF1 MAP3K8 MAPK8IP2 MARK2 MCEE MCU MDM2 MED11 MED31 MFAP1 MIR1915HG MMP24 MPC2 MRPS18C MSMO1 MYADM MYL2 MYO1H MYO7A N4BP1 NAP1L2 NCK1 NCOA6 NCOR1 NDC80 NDUFA6 NDUFS5 NIPAL4 NR3C1 NR5A1 NRBP1 NRDC OGFRL1 OR4E2 PAFAH1B1 PAM PDLIM5 PGGHG PLA2G3 PLP1 POU1F1 PPP1R15B PPP1R21 PPP2CB PRELID1 PRKAR2A PRKCD PTPRC RAB1A RAC1 RAC3 RALA RAP1GDS1 RARG RHO RIGI RIT1 RNF146 RTP4 RYR3 SEMA4D SEPTIN7 SERPINA5 SFT2D1 SH2B1 SH3YL1 SLC22A13 SLC25A2 SLC25A20 SLC25A24 SLC35G6 SLC37A3 SLC38A3 SLC44A2 SLC6A12 SLC8B1 SNX13 SPATA21 SPIDR SPOCK2 SRI STIMATE STK10 STK38 STMP1 SYCP1 TAF8 TLR1 TM6SF1 TMCO3 TMEM252 TMEM86A TNKS1BP1 TRIM36 TRIOBP TTC17 TUBA8 UPF3A USF2 USP12 VPS13B WBP4 WDR26 WDR47 WIPI1 WNK2 WNT7B YWHAZ ZC3HAV1 GSE27786_LIN_NEG_VS_MONO_MAC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_LIN_NEG_VS_MONO_MAC_UP ABITRAM ADI1 AGTR1 AKR7A2 ALKBH7 AMACR AP1B1 ARFGAP3 ARID1B ARL4A ART4 BCLAF1 BLK BORA BTG3 C19orf47 CD96 CEP290 CFAP418 CHD9 CHURC1 CIPC CMTM7 COPRS COPS3 CSGALNACT1 CTU1 CXCL13 CYB5R3 DAP3 DCUN1D1 DDX19A DDX46 DHFR DNAJA4 DNAJC21 DRG1 DRG2 DTYMK DYNC2I1 DYNLL2 EARS2 ECD ECI2 EI24 EIF2D ENG ESAM ETNK1 FAM172A FAM241B FARSA FOXA3 FXR1 GATA3 GCN1 GINS1 GLT8D2 GNPDA2 GOLM1 GSTT2 GTF3C4 GTF3C6 HAUS3 HMG20A HMGN3 HNRNPU HRAS IARS2 IFT27 IFT74 IK INSIG1 IPO11 ISX ITFG2 KCNQ1OT1 KDM1A KLHDC2 LAP3 LCMT2 LGI1 LIAS LRBA LRRC66 LTV1 LZTS2 MAPK1 MAT2A MCAT MCM3 MCM7 MED13 MED23 METTL15 MFHAS1 MNS1 MPHOSPH6 MRPL2 MRPL37 MTAP MTREX MYO5C NAA10 NCBP2 NDUFA12 NDUFS3 NEK2 NFYC NIPSNAP1 NLK NOC3L NONO NOP16 NPEPL1 NSDHL ORC4 OTULIN PAQR8 PDK1 PFKL PI4K2B PIAS2 POLE POLR3G POU2AF1 PRKCA PRPF19 PRR3 PSMA3 PSMA4 PSMB2 PSMD2 PTOV1 PTRH2 PUS3 RASA4 RDX REPIN1 REXO4 RGS12 RMND1 RNF165 RNMT RPL22L1 RPL24 RPP14 RPUSD2 RRP1 RSL24D1 SACS SEPTIN8 SH2D4A SKIC8 SLC29A1 SLC7A14 SMARCD1 SMCO4 SNHG6 SREBF1 SRFBP1 SRSF7 ST7 STEAP3 STRAP STRBP SUPV3L1 TBRG4 TCF12 TDP1 TELO2 TEX10 TFPI THNSL1 TMEM178A TMEM191C TMEM39B TMEM70 TOGARAM1 TRIM27 TRMT10B TRMT2A TRRAP TTC27 UBA1 UBE3A UBR7 UQCR10 USP15 UTP20 WDR77 WIPI2 XRCC5 YRDC ZBTB45 ZC3H15 ZFP57 ZMAT2 ZNF579 ZNF799 GSE27786_LIN_NEG_VS_NEUTROPHIL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_LIN_NEG_VS_NEUTROPHIL_DN ABCA7 ABRACL ACLY ADAMTSL3 ADAMTSL4 ADIPOR2 AGTPBP1 AKT2 ALPI ANAPC2 ARL2BP ARL3 ATG2A ATOX1 ATP5ME ATP6V0A4 ATP6V1F ATP8A2 ATXN1L B3GAT3 B3GNT2 BABAM2 BASP1 BMP15 BTK C11orf71 C14orf119 C9orf78 CAMK1D CAST CCN3 CCNL2 CDH16 CDK9 CDKL4 CERT1 CFLAR CHAC1 CHFR CHMP1A CIC CITED2 CMTM6 CNIH4 COL11A2 CPEB4 CRAT CREB3L3 DCAF11 DCTN1 DDR1 DHRSX DLGAP2 DNAJC1 EID3 ELOVL1 EMB EMC2 EMILIN2 EML2 EPHX3 ERRFI1 EZH1 FAM104A FAM111A FAM120B FAM13B FAM217B FBXO42 GAB2 GALE GJA4 GPER1 GPR107 GRB2 GSK3B HAS2 HBP1 HEATR6 HECA HLA-E HOXD13 HOXD4 HUNK IER3IP1 IL1RAP IL20 INPP5E INPPL1 ITFG1 ITPK1 KCND1 KCTD11 KLC1 KLHL9 KMT2D KRAS KRT78 KRT80 LRCH3 LRP10 LRRC74A MAF1 MCF2L MED17 MEF2B MFSD4B MIEN1 MLPH MMP24 MORC3 MPND MPP1 MPP3 MRAP2 MTMR6 MUC4 MVB12B NCK1 NFAT5 NFKBIE NIT1 NRAP NRG2 NSD3 OR7C1 OSTM1 PABPC1L PGGHG PGS1 PHF1 PLEC PLEKHM2 PPP2CB PRKAB1 PRLR PTGDR PTPN12 PXYLP1 RAF1 RAG1 RARG RBPJ RC3H2 RILPL2 RNF185 RPP25 RPRD1A S100A5 SAP30 SERPINB1 SFMBT2 SH2B2 SHARPIN SLC12A1 SLC16A6 SLC17A7 SLC17A9 SLC22A14 SLC25A11 SLC30A1 SLC34A1 SNAI1 SNAPC5 SNF8 SOS2 SP1 SPATA13 STX12 STX5 SUPT4H1 SUSD6 TACC1 TAS1R3 TBC1D10C TBPL1 TCIRG1 TIAM2 TMEM104 TMEM30A TMX4 TPST2 TRAF3 TRAM2 TRDMT1 TRIM39 TRIM5 TRIM8 TXNDC9 UPF3A USE1 VCAN VPS28 VPS9D1 WNK2 ZBTB7A ZC3HAV1 ZFAND5 ZNRF1 ZYG11B GSE27786_LIN_NEG_VS_NEUTROPHIL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_LIN_NEG_VS_NEUTROPHIL_UP ABCB10 ACACA ACSL5 ADARB2 ADI1 AFG3L2 AIRN AK4 ALS2 AMACR ANGPTL4 ANKH ARL4C ARMCX4 B3GNT8 BAX BFSP2 BMAL1 BOP1 BORCS5 BRF1 BRMS1L BST2 BUD23 C10orf88 C12orf29 C1orf112 C1orf174 CBR4 CBX6 CD72 CD79B CDIP1 CEBPZ CFAP418 CHD9 COA6 COQ9 CRIP2 CTDNEP1 CXXC5 DAAM1 DAP3 DBI DDX19A DHX16 DIAPH3 DIO2 DIPK1A DMAC2L DMKN DNAJA4 DPY19L4 DRG2 EHHADH ELK3 ELN ELP5 EME2 ENPP4 FAM133B FAM171A1 FARSA FOXK2 FOXO1 GAS8 GNB1L GNPNAT1 GPR174 GRPEL2 GTF2F2 H1-0 HDAC10 HNRNPC IFT74 IMMP2L IMP4 KLRC1 LAMB3 LCMT2 LDHB LLGL1 LONP1 LRRC14 LRRC59 LSM14B MAGT1 MCM9 MDC1 METTL16 MFHAS1 MIER2 MIGA1 MRPL34 MRPS25 MTM1 NCBP1 NDUFAB1 NDUFAF5 NDUFB2 NFYA NKG7 NOMO1 NOP2 NPRL3 NRXN1 NSMCE4A NSUN5 NT5M NUDT12 OCSTAMP ORC6 OTULIN P2RY10 P4HB PAQR8 PATZ1 PCBP2 PDHB PECR PGGT1B PHF10 PIAS2 PLBD2 PLCG1 PLEKHA6 PML PNN POLR1B POT1 POU5F2 PPP1R36 PSMF1 PTAR1 RAD51AP1 RARS1 RBBP4 RBM45 RCC1L RCL1 REXO4 RPL13A RPLP2 RPP25L RPS11 RPS6 RRAD RRP1 RSL24D1 RSRC1 RTTN RUSF1 SARS1 SCAF4 SCFD2 SELENOS SEPTIN8 SETDB1 SETDB2 SHMT1 SIAE SLC22A5 SLC25A1 SLC35D1 SLC43A3 SMPD4 SNRNP200 SPATS2L SREBF1 SRFBP1 STYX SUZ12 TAMALIN TARS2 TBRG1 TERT TEX13B TEX2 THYN1 TMEM177 TMEM178A TMEM191C TMTC4 TRAPPC12 TRIM45 TRMT10B TRMT112 TTC19 TUT4 TXN2 UCK1 VCPKMT VPS50 WDR55 YWHAQ ZNF213 ZNF569 ZPR1 ZSCAN22 GSE27786_LIN_NEG_VS_NKCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_LIN_NEG_VS_NKCELL_DN ABCA7 ABRACL ACTG1 ACVR2A AGFG1 AIP ARHGAP25 ARHGEF2 ARL4D ASB13 ASH1L ATF2 ATOSA ATOX1 ATP1B1 ATP6V0B ATP6V1F ATXN1L B3GAT3 BIN3 BMPR2 CAMK2B CCDC88A CCDC88B CD177 CD22 CD247 CD300LF CDC40 CDK9 CEPT1 CFB CHD3 CHKB CLCN4 CLOCK CMKLR1 CNIH2 CNOT4 COMMD6 COX14 CSNK1E CTBS CTDSP1 CWC15 CXCL14 DDRGK1 DGKG DHPS DHRS1 DNAJC17 DSTYK DUBR DYNC1H1 DZANK1 EMC2 ENTPD7 ERO1B ETS1 EZH1 FAM219B FAR1 FAU FHIP2B GALNT9 GAS7 GBA1 GGNBP2 GIT2 GPR68 GRAP2 GSK3A HAPSTR1 HDAC5 HES1 HIGD2A HPS5 ICAM1 IFI35 IGF1 IK IKZF1 INHBA IRAG2 ISCU ITGA2 ITK ITPK1 ITPR3 ITPRIPL2 JAK1 JPT1 KBTBD7 KCNJ8 KCNK6 LENG9 LRRK2 LYL1 MAF1 MAP1LC3A MAPKAPK2 MARK3 MFAP1 MIA2 MKKS MTHFR MYO5A MYO9B NAAA NAB2 NDUFA1 NHERF1 NOSTRIN NSD3 OTUD5 OTULIN PAGR1 PARP9 PBX3 PCBD2 PCMTD1 PDCD6IP PFDN5 PGGHG PHKG2 PIGF PKM PLEKHG2 PPCDC PPP1R21 PPP3CC PRAM1 PRDM2 PSAP PTGIR PTPN12 PTTG1IP PURB QPCT RABAC1 RABEP2 RAF1 RAP2A RCBTB2 RCHY1 RELCH RGS14 RIC8A RNF217 RNPEP RNPEPL1 RPL13 RPL37A RPL38 RRAD RTN1 RWDD2A SAP30 SBK1 SBNO1 SIPA1 SLC66A3 SLFN13 SMAD7 SMC5 SMDT1 SNX1 SNX13 SORT1 SP1 SSU72 STARD5 STAT1 STIMATE SUSD6 TACC1 TAX1BP3 TBC1D9 TFEB TGFB3 TM6SF1 TM9SF4 TMCC3 TMEM185A TMEM50B TMEM86A TNFAIP8L2 TNRC6A TRAPPC8 TRIM39 TRIM8 USF2 USP12 VAMP4 VPS13B XPA YIPF3 ZC3H7A ZDHHC9 ZNF281 GSE27786_LIN_NEG_VS_NKCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_LIN_NEG_VS_NKCELL_UP ACSL3 ADD2 ADI1 ADSL AGBL5 ANGPTL4 ANP32B AP1AR AP1B1 AP2A1 ARHGAP21 ATP1A2 ATP5F1A BACE2 BDH1 BHMT2 BLVRB BMP1 C12orf29 C1orf112 C8orf48 CCDC150 CCDC34 CCNF CDH7 CDK1 CDX4 CENPH CEP72 CFAP418 CLNS1A CLPX CLRN3 CLYBL COPRS COPS3 CREB3L2 CRISP2 DAP3 DCAF1 DDX19A DIAPH3 DIO2 DMAC2L DNAAF10 DTX4 DYRK3 EIF2B5 EIF3G EIF3L EIF4E ELN ESRRG FAM222A FARSA FASN FASTKD5 FBF1 FBXL7 FBXW10 FOXRED2 FRRS1 FTMT G3BP1 GARS1 GP5 GPSM2 GSDMC H2AX HADH HCN3 HDHD2 HELQ HRAS HS2ST1 HSPD1 HSPE1 IARS2 INTS9 IPO4 KCTD20 KICS2 KNTC1 LANCL2 LCMT2 LDB1 LRP12 LRP8 LRRC28 LRRC42 MATCAP2 ME3 METTL13 METTL7B MFSD13A MFSD4A MGME1 MGMT MIER2 MINDY1 MLLT1 MORC2 MPHOSPH6 MRI1 MRPL42 MRPL48 MTM1 MYBPC1 NAA10 NENF NKD2 NOB1 NOL8 NOP10 NOP16 NOP56 NUDT12 NUP155 NUP93 ODF3B OR10AD1 PAX7 PCLAF PCNT PDGFD PDXP PDYN PECR PES1 PHTF1 PITHD1 PNO1 PPP1R36 PPP5C PRNP PRODH PSMB2 PSMC5 PSMG2 PWP1 RCOR3 RHD RHOBTB1 RIMKLA RPRD1B RRP15 SAE1 SALL3 SAT2 SCG3 SCRN3 SEC61A2 SETD6 SFTPA1 SGCE SGO2 SIRT4 SKP1 SLC28A3 SLC30A10 SLC4A10 SLC6A13 SLC7A6 SMARCA5 SMPD4 SNHG6 SORBS3 SPSB1 SRRM1 SRRT STRBP SUCLG1 SULF1 SUV39H1 SYCP2 TBRG1 TCEAL1 TCEAL9 TEFM TIMM8B TIMM9 TIPIN TNXB TOPBP1 TPM2 TRIM13 TUBB1 TXN2 UBASH3A UROC1 USP54 VRK1 VWC2 WNT10B WRAP53 YRDC ZC3H14 ZDHHC13 ZNF205 ZNF771 GSE27786_LIN_NEG_VS_NKTCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_LIN_NEG_VS_NKTCELL_DN ABRACL ADAMTS16 AFP AMBRA1 AQR ARGLU1 ARHGAP25 ARID5A ARL2BP ATF2 ATP10A ATP2A3 ATP6AP1 ATXN1L BDH1 BICRA CAST CCDC115 CCDC88B CCNDBP1 CD22 CDK17 CDON CELF2 CHKB CHMP1A CIPC CLIC1 CMIP CNOT2 CPSF3 CR1L CRTC3 CTCF CTNNBL1 CXXC1 CYB5D2 CYP2U1 CYSLTR2 DAZAP2 DDRGK1 DEDD DERL2 DGKZ DHPS DNAJC17 DNMBP DPF3 DRGX EI24 EIF1B EPS8L1 ETNK1 FAM120B FAM204A FASN FBXO25 FHIP2B FPGT FYTTD1 GADD45G GAS7 GIT2 GPRIN3 GRB7 GRHL3 GSAP GSKIP HCLS1 HELZ2 HERPUD2 HIGD2A HMG20A HSPB7 IFI35 IKBKE IL13RA1 INPP5E IRF2BPL IRF7 ITGAV ITGAX ITIH3 JARID2 KBTBD2 KCTD12 KIN KMT2A KMT2D LGALS1 LIMD1 MAN2A1 MAP3K12 MAPK8IP2 MARVELD2 MBOAT1 MED28 METTL3 MFSD8 MGAT4A MRAP2 MTIF3 MYO1E MYO1H MYO9B NAA60 NABP1 NCK1 NCOA6 NDUFA1 NMI NRAP NSMCE1 ORAI1 OSBPL5 OSBPL9 PARP9 PGLYRP1 PIAS4 PIGT PLAAT3 PLEC POLM POU6F1 PPP1R12C PPP4R3B PRDM2 PRODH2 PSPN PTCD1 PTP4A2 PTTG1 RAB2A RALA RALGAPB RARG RCBTB2 RER1 REX1BD RGS14 RIT1 RNF146 RPAP2 RPLP2 RPTOR SART1 SAT1 SECISBP2 SEMA3A SLC20A1 SLC25A19 SLC25A4 SLC25A46 SLC26A2 SLC39A14 SLC43A2 SLX4 SP1 SPO11 STAMBPL1 STK38 STX18 SUOX SYAP1 TAFAZZIN TAP1 TBCA TENT5A TGFBRAP1 THEMIS THOC2 TM6SF1 TNFRSF1A TNFSF10 TNIP1 TNKS2 TRAF3 TRAF3IP3 TRHDE TRIM35 TRIM39 TRIP4 TTC17 UBA1 UBE2B UBR1 UBXN11 USE1 USP25 VPS37D WASHC2A WASHC3 WDR26 WHAMM YPEL5 ZBTB2 ZBTB7A ZNF205 ZNF638 ZSWIM8 GSE27786_LIN_NEG_VS_NKTCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_LIN_NEG_VS_NKTCELL_UP ABCB6 ACSL3 ACSS1 ADAM9 ADGRL4 AGO4 AGPAT5 AK4 ALOX5AP ANAPC1 ANKRD49 ANP32B APP APRT AQP9 ATL1 ATP2A2 ATPAF2 AUNIP AURKA AURKB BCL7C BHLHE40 C11orf65 C1orf112 CCDC51 CCNE2 CDC25A CDCA2 CDK2 CEP83-DT CFAP418 CIAO3 CITED4 CKAP2L CMSS1 CPT2 CRIP2 CRYZ CSTF2 CTC1 CUEDC2 CXCL13 DCAF10 DCTD DEF8 DGCR8 DHFR DHRS13 DHX33 DIO2 DMWD DNMT3B DOLK DYNLT2B EIF4B ELAVL1 ERBB3 ERG ERLIN2 EXOC7 FADS1 FAM181B FARSA FDPS FLNB GAB2 GEMIN6 GEMIN8 GID4 GLA GNG3 GRIK4 GSE1 HCN3 HDGF HEBP2 HES3 HK1 HMMR HNRNPH1 HNRNPLL HOOK2 HP HPRT1 HSPA4L HYCC1 IARS1 IDI1 INSIG1 IPO5 IPP KANK3 KCTD3 KDM1A KIAA1958 KIF3A KNTC1 LDLRAD3 LIN9 LMNA LPCAT1 LRRC41 LSM7 LTBR MATCAP2 METTL7A MGAT5 MRPL2 MRPL27 MRPL3 MRPL42 MRPS2 MT1E NBN NCAPG2 NCF1 NFAM1 NIFK NIP7 NRM NSD2 NUDC NUP107 NUP133 NUP155 OPN3 ORC3 ORC6 P4HB PCLAF PCYT1A PHGDH PITHD1 PLA2G6 POLR1C POMT1 PPM1G PPP1R8 PRC1 PSMB2 PTGR2 PTPRK PXMP2 QTRT1 RABGGTB RAD1 RAMP1 RCOR1 RHBDD3 RHOBTB1 RMND1 RNF24 RNPEP RPA3 SALL3 SEPTIN8 SGCE SGK3 SLC25A38 SLC25A47 SLC45A4 SLK SMO SMPD4 SNCA SNX9 SORBS3 SOX8 SPATA5 SPI1 ST7 STRBP SUV39H1 SWI5 TAS1R1 TBCCD1 TCEAL1 TEK TEX29 TFCP2L1 TFDP2 TGIF2 TMEM106C TMEM151A TMEM9 TPM2 TRAP1 TRMT6 TTC16 TUFT1 TVP23B TWSG1 UNC93B1 VWF WRAP53 YPEL2 ZFP41 ZNF771 ZNHIT3 GSE27786_LSK_VS_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_LSK_VS_BCELL_DN ACD ACSM2A ADAM28 ADAMTS6 ADRA2B AKAP8 ANKRD12 ANKRD13D ARF6 ARHGDIB ARHGEF1 ARIH2 ATG3 ATP2A3 ATXN7 BRK1 CAMK1D CAMSAP2 CCR1 CDK9 CHD8 CHIA CHML CHRNA9 CIAO1 CIC CLCN4 CLK3 CNR1 COL6A5 CPSF3 CREB1 CRIP3 CRISPLD2 CRKL CSNK2A1 CTCF CWC15 CWH43 CYP39A1 DAD1 DBH DERL2 DIPK1A DOCK2 DPP6 DPT EGFR EIF4A2 EIF4ENIF1 EMP3 ESCO1 ESYT1 ETHE1 FGF4 FLNA FLRT1 FNDC1 GALNT4 GIMAP6 GNAI2 GNGT2 GRB7 GRIPAP1 HDAC10 HES6 HIGD2A HYPK ICOSLG IFT22 IKZF1 IL10RB ITGA3 ITGA4 JHY KCNMB4 KDM1B KXD1 LGALS8 LMF2 LRIG2 LSM4 LY9 MALAT1 MANF MBD2 MED13 MFF MFHAS1 MKNK2 MON1B MON2 MPZL2 MRPL51 MRPL52 MRPS16 MVP MYADM NDUFS4 NECAP2 NEDD8 NEIL1 NIP7 NLK NR3C1 NRBF2 NSMCE4A OSBPL11 OVGP1 PANK4 PARG PARP3 PHIP POLDIP3 POLR3F POMT2 PPIA PPP1CC PPP4R3B PRKAB2 PRR14 PRR5 PSMB10 PSMB4 PSMD14 PTEN PTPRCAP RAB39A RAC1 RAD17 RALGAPB RAP1A RAP1B RETREG3 RFLNA RFX5 RGS11 RIPOR2 RLF RNF185 RNF19B RNF6 RPL31 RPL9 RPS6KB2 SBNO1 SERF2 SERINC3 SERTAD4 SH3TC1 SIM1 SIT1 SLC23A1 SLC38A9 SLC6A5 SNF8 SNN SNX12 SNX5 SP1 SPATA5L1 SPATS2L SQSTM1 SRA1 STAC STARD5 STX8 SUN2 SYT3 TAF8 TCOF1 TET2 TEX30 TFAM THEM6 THOC2 TMA7 TMEM161B TMEM243 TPGS2 TREX2 TRIM36 TRIR TUBB2B TUSC2 UGT2B10 USP34 USPL1 VHL VIM VTI1B WASHC2A WRAP73 WRNIP1 WTAP YIPF4 YKT6 ZFAND3 ZNF707 GSE27786_LSK_VS_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_LSK_VS_BCELL_UP AATF ABCA2 ABCD3 ACTN1 ADAM22 ADGRD1 AGTRAP AIFM2 AK1 ALDH18A1 ALG2 AMZ2 ANKH ANKRD26 ANXA11 ARHGAP18 ARHGAP39 ARRB1 ASL ATG4C ATP6V1G2 BICDL1 BOD1 BTBD2 C4orf48 C6orf132 C8orf82 CA12 CAD CAMKK1 CAP2 CASP3 CAVIN3 CCDC120 CCDC34 CCL19 CCNF CEP128 CEP83-DT CFAP68 CHAD CNNM3 COPG1 COQ6 CSNK1E DDX56 DHX33 DNAJC10 DNAJC12 DNMT3B DPAGT1 DYM ECI2 EHBP1 EIF2B1 EIF4E3 ENPP4 ENTPD4 EXT2 FAM217B FAM98C FARP2 FBXO3 FCER1G FDPS FLYWCH1 FMO2 GALNT2 GLOD4 GLRX GMDS GPR160 GPRASP3 GSE1 GSR GSTK1 GTF2IRD1 HAGHL HBZ HDAC6 HK2 HRH1 IDI1 IFNGR1 IL18RAP INAFM1 IQGAP3 ISLR KANSL1L KRT80 LAIR1 LANCL2 LDB1 LRFN4 LXN MACROH2A2 MAPK14 MAPKAP1 MATN2 MCEE MCTP1 MESD METAP1D MIGA1 MLKL MLST8 MRPS35 MSRA MTFR1 NAGA NECTIN2 NISCH NOP16 NSUN2 NTAQ1 OAS3 ORAI1 PAICS PAPSS1 PAQR8 PARD6G PCNX4 PDE6H PDE9A PDK4 PDXK PDXP PEX13 PHF10 PHPT1 PIGN PLCB2 POLE2 PORCN PRDX2 PRIM1 PRIM2 PTPN21 PUM3 PWWP3B PXYLP1 RAD51AP1 RAI2 RECK RIPPLY3 RNF168 RPS6KA6 RPUSD1 RUVBL1 RUVBL2 SARS2 SCMH1 SDR39U1 SELENON SEPTIN8 SHMT1 SLC12A7 SLC22A16 SLC25A23 SLC25A24 SLC35F5 SLC5A11 SLC66A2 SLC9A9 SMARCC1 SOGA1 SPNS3 SSR3 ST6GALNAC5 ST6GALNAC6 TAS1R1 TBC1D32 TCAF1 TELO2 TGIF2 TLCD1 TM9SF4 TMBIM1 TMEM106C TMEM181 TMTC3 TNKS TOM1L1 TRIM28 TSC22D1 TTC3 TUBB1 TUBB6 TWNK UBE2N UBE3B UBFD1 UBR7 UTP20 UXS1 VILL ZDHHC15 ZDHHC21 ZNF414 ZSCAN10 GSE27786_LSK_VS_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_LSK_VS_CD4_TCELL_DN ABI1 ACAP1 ACTG1 AGFG1 AGPAT3 AGTPBP1 AIP AKR1B1 ALDH3A2 ANKRD11 ANKRD37 ANTKMT APOBEC2 ARF6 ARPC5L ASXL2 B2M BBS9 BRD9 BRK1 C3orf80 CAMK1D CAPN2 CATSPERD CBR1 CCDC9 CD300C CERS5 CHCHD2 CHD7 CHMP2A CHRNA9 CLCN4 CLK3 CNKSR2 CNR1 COL22A1 CRHR1 CRNKL1 CRY1 CST6 CTCF CTDSP1 CYP11B1 CYP2D6 DAAM1 DBH DDB2 DESI2 DNAJA4 DNTTIP1 DPP4 DPP6 EIF2B2 ENO1 ESYT1 FCGR2B FGL2 FMNL3 GABRR2 GLG1 GLRX GLTP GNL1 GPN3 GPR15 GPR183 GPR83 GRINA GXYLT1 HACD3 HERPUD2 HGD HLTF IGKC IKZF1 ING1 ITPR3 JAK1 JAZF1 JHY KCNAB2 KCNQ5 KCNT2 KIDINS220 KLF3 LFNG LIMD1 LIMK2 LINC01160 LRRC3 LSP1 LY6E MALAT1 MAP4K1 METRNL MFHAS1 MIA2 MIA3 MICOS10 MLX MORN1 MPP1 MTMR7 MYO1E MYO9B NBR1 NDP NDRG3 NECAP2 NEMF NHLH1 NLRC3 NLRC5 NR3C1 NRAP NSMCE4A NUDT9 OSBPL3 OST4 OTUD7B OVGP1 PARP3 PCED1B PCMTD1 PGLYRP1 PHF20L1 PKNOX2 PLA2G1B PLEKHA2 POMT2 PPCDC PPIG PPP2R5A PPP2R5E PPP4R2 PREX1 PRRT1 PRSS42P RAF1 RALGAPB RAP1A RAP1GDS1 RAP2B RB1 RETREG3 RICTOR RIGI ROCK1 RPL23A RRAD RTRAF SCG5 SELENOS SESN3 SETX SIM1 SIRT2 SLC30A1 SMDT1 SP1 SPATA13 SPDYE18 SPHK2 STIM2 STING1 SUCO TAF8 TAFA3 TAP1 TBPL1 TENT5A TMEM179B TNFAIP1 TNK2 TNRC6A TOMM7 TPGS2 TPR TREML4 TRIR TSKU TTLL11 TTLL3 UBL3 UBL4A UNC45A VASP VPS13D VPS26C WASHC2A WDR26 WDR45 XRN2 ZBP1 ZC3H13 ZCRB1 ZDHHC20 ZMIZ2 ZNF292 GSE27786_LSK_VS_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_LSK_VS_CD4_TCELL_UP ABCE1 ACSL3 AFG3L2 AKAP1 ALKBH1 ARHGAP23 ARMC2 ATG10 ATG4C B9D2 BET1 BLVRB BLZF1 BMP1 BTBD3 C11orf54 C12orf29 C6orf132 C8orf82 CA12 CCL19 CCNF CEP83-DT CFAP68 CHML CLNS1A CNBP CPNE3 CSE1L CSF2RA CSNK1E CTXN1 DDIAS DHRS3 DHRS4 DHX33 DPAGT1 DTNBP1 DYNC2H1 DYNC2I2 E2F6 ECI2 EIF2B1 ENOX2 ESR1 FADS1 FAM135A FAM229B FANCD2 FCER1G FDPS FKBP1B FSTL1 GALK1 GARRE1 GINS1 GOLM2 GPSM1 GRWD1 GTF2IRD1 GUCA1A GUSB HLA-DMB HMMR HSPBP1 HTRA2 IFTAP IMMP2L IQGAP3 KCTD15 KLHL22 KYAT3 LAIR1 LPCAT2 LRRC66 LRRC8D LRRK2 LTBR MAGT1 MAOA MAP1LC3A MED22 MESD MIB1 MLST8 MMGT1 MOAP1 MPHOSPH10 MRPL15 MRPL38 MSRA MTA3 NARS2 NDUFB8 NFAM1 NFIC NFS1 NIFK NINJ1 NIPAL2 NKX2-3 NOB1 NR2F2 NRARP NTPCR NUP133 NYNRIN PACRGL PARP1 PARVG PCYT1A PDGFA PDSS2 PEMT PEX5 PGPEP1 PHETA2 PIGN PKD2 PLEKHO1 PLK1 PLPPR3 POLR1E PPHLN1 PPIE PRMT3 PSPC1 PWWP2B QTRT2 RENBP RETSAT RHOT1 RNASE6 RNF122 RNF168 RPUSD1 RSPH3 RUFY1 RUSF1 RUVBL2 SANBR SAPCD1 SARS2 SASS6 SEMA4C SFXN2 SHMT1 SLC22A16 SLC25A3 SLC35F5 SLC7A1 SLF2 SMAD1 SMIM7 SMPD4 SNAPIN SNHG7 SRSF6 SSR3 STAM STARD10 STAU2 SUV39H2 TCEAL9 TEFM TFCP2 TGIF2 TIE1 TLX2 TMEM106C TMEM40 TMEM97 TOPBP1 TPD52 TRMT61A TSGA10 TUBB6 TUFT1 TYMS UBFD1 UQCC6 USP1 VDAC1 VPS50 WDR19 YTHDF2 ZC4H2 ZCCHC24 ZDHHC13 ZFAND2A ZFAND4 ZMYM4 ZNF32 ZNF569 ZNF704 ZNF777 ZNF839 ZRANB3 ZSWIM7 ZYX GSE27786_LSK_VS_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_LSK_VS_CD8_TCELL_DN ABI1 ACER1 ACTR2 AEBP2 AIP AKR1B1 AMELX ANKRD12 ANKRD13D ANO10 AP1S2 AP3M2 AQR ARHGAP30 ARPC2 ATP5F1E BRK1 C10orf120 C8B CAB39 CACNG4 CAMK1D CAMK2D CARMIL2 CCN1 CCNL2 CEP164 CFAP91 CLDN10 CNKSR2 COMMD6 COX16 COX4I1 CPEB4 CRHR1 CRNKL1 DDX47 DERL2 DLGAP4 DLX3 DPY19L1 DRC1 DZIP1 EAPP ECSIT EDF1 EEF1G EFR3A EHD1 EHD3 EIF3E ENO1 ERRFI1 ESCO1 ESYT1 FAM117B FAM177A1 FBXL12 FLNA FOXK1 GABRR2 GLRX2 GNMT GPC6 GPER1 GPN3 GPR15 GPR37 GPR63 GPR65 HADHB HM13 HOPX HSPA8 IKBKB IL9R ITGA1 ITGA4 ITSN2 KCNAB2 KIDINS220 KIF12 KLF15 KLF3 KLF7 KLRG1 LAPTM5 LENG9 LEPROTL1 LRCH3 LTK MBP MC1R MCMBP MDM2 MED11 MINDY3 MON2 MPP1 MPZL2 MRAP2 MRPL23 MRPS24 MTURN NAA60 NAGPA NDRG3 NDUFA13 NDUFB10 NEMF NFRKB NUDT9 OLFML3 OXSM PANK4 PDE1A PGLYRP1 PI4KA PIP5K1A PNKD PPIA PPM1B PPP1CA PPP1CC PRDX5 PRRT1 PRSS37 PSENEN PSMA2 PSMB10 PTCH1 PTPRC PTPRCAP PTRH1 RAB24 RALGAPB RAP2B RASAL3 RASL11B RBM48 RDM1 RECK RETREG3 REXO2 RGCC RHOG RLF RNF19A ROCK1 RPA1 RPL23 RPL30 RPL31 RPL34 RRAD SAMD8 SCP2 SEMA4D SERPINC1 SESN3 SFMBT2 SH3GLB1 SHLD1 SLC30A1 SLC37A3 SLCO5A1 SLFN13 SMARCD2 SNAPC3 SNF8 SRA1 SRI STAT4 SUN2 SURF1 SYT7 THAP7 TIGD2 TMEM179B TMEM202 TMEM25 TNFAIP1 TNFRSF18 TOMM7 TPRA1 TRIR TSPYL4 TTLL11 UBALD2 UBXN11 UFM1 USP24 USP34 VAMP4 VWA3A WASHC2A WDR26 WRNIP1 ZBP1 ZPR1 GSE27786_LSK_VS_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_LSK_VS_CD8_TCELL_UP ACACA ACSL3 ADAM22 ADAM9 ADAMTS12 AFF3 AHNAK2 AIFM1 ANXA4 ARHGAP18 ARHGAP21 ARHGAP23 ATG4C AURKA B3GALT6 B3GLCT BCL2L12 BMP1 BOD1 C11orf24 C12orf75 C6orf132 C9orf85 CASP3 CBX6 CC2D2A CCDC120 CCDC181 CCDC34 CCNF CDCA2 CDK2 CFAP68 CHEK2 CHML CITED2 CLCN5 CLDN12 CLEC1A CNBP COASY COL16A1 COL4A1 COQ4 CPNE3 CREB3L2 CSF2RA CUL1 DHRS3 DHRS4 DTNBP1 DTYMK E2F8 EBI3 EFCAB7 EHMT2 EIF2AK4 ENOX2 FADS1 FAM135A FAM217B FGD5 FH FLT3 FLYWCH1 GALNTL5 GCSH GLCE GLOD4 GOT2 GPRASP2 GTF2IRD1 HAGHL HEXA HK1 HLA-DRB1 HNRNPA0 HPS1 HSD17B4 HSPA12B IDH3G IFTAP IL7 INCENP INTS6L IPO11 IQGAP3 ITPRIPL2 KCNQ5 KDM2B KIF18A KIFAP3 KLHDC10 LDAF1 LIPT2 LIX1L LPCAT1 LPIN2 LRFN4 LTBR MAP1LC3A MAPK14 MATN2 MBD6 MCM5 METTL7A MGST3 MIB1 MMGT1 MOAP1 MORC1 MOSPD3 MSRA MTFR1 MTFR2 MYLK MYO1D NBDY NCAPG NDST1 NFAM1 NFIC NTPCR NUP62 OAS1 OGFRL1 PDCD7 PGGHG PGM2 PHACTR4 PIBF1 PIGN PLEKHF1 POLD1 PPM1L PRDX4 PTOV1 PTPRE RAMP1 RASGEF1B RELL1 REV1 RIPOR1 RNASE6 RPS6KA5 RPS6KA6 RSPH3 SANBR SF3A1 SGK3 SHMT1 SIRT4 SKIC3 SLC25A13 SLC2A3 SLC5A9 SLC7A5 SLF2 SNHG32 SNHG7 SOGA1 SPP1 SRRT ST14 STAM STAU2 TACC3 TBC1D32 TBC1D4 TCAF1 TEDC2 TELO2 TICRR TIE1 TMBIM4 TMEM106C TMEM47 TMPRSS3 TMTC3 TNFRSF1A TOLLIP TOM1L1 TRAK1 TRIM47 TRIQK TSPAN4 TUBA3C TUBB6 TXN UBE3D UBFD1 UXS1 VAT1 VAV3 VDAC3 YPEL2 ZC4H2 ZKSCAN1 ZMYND8 GSE27786_LSK_VS_ERYTHROBLAST_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_LSK_VS_ERYTHROBLAST_DN ABCB4 ABCB7 ACKR2 ACSS1 ADAMTS9 ADHFE1 ADORA1 AGMAT AHSG AIFM2 AK5 AKAP6 AMER3 AMIGO1 ANKRD54 APOBEC2 ARHGAP19 BIK C4BPB CA2 CACNA1D CALHM5 CARS1 CCL24 CDC20B CELA2A CEND1 CFHR1 CHRD CIT CITED4 COL2A1 COL6A3 COX17 CRIP3 CRISP2 CTCF CUZD1 CYP4F22 DAGLA DBH DCAF12 DGKQ DNAAF1 DRC3 E2F8 ECHDC2 EMILIN2 ENPP3 EPM2A FABP12 FAM222A FANCD2 FBLN1 FBXO16 FBXO43 FKBP6 FOXL2 FXYD7 GAL3ST4 GCM1 GET4 GGNBP2 GHRHR GLRX5 GOLT1A GRHL3 GSDMC GSX2 H2AX HAS1 HIRA HRG HSPA4L IBA57 IGF2R IL13RA1 IL21 IRF7 KCND2 KCNE5 KEL KIF12 KLF13 KRT2 KRT26 KRTAP4-11 LBX1 LECT2 LGI3 LINC01160 LLGL1 LRCH4 LRRC3 LSM12 LTA LTF METAP2 MLST8 MMRN2 MPP3 MRPS18C MSS51 MUC4 MYEF2 MYL4 MYO1A NECTIN3 NFASC NME8 NOTUM NPHS2 NR2F2 NXPH3 OMP OR10AD1 PAMR1 PANK2 PBK PCK2 PDE11A PDZK1IP1 PEDS1 PHETA2 PI4K2B PIK3R3 PLCH2 PLPPR1 PPP1CB PPP1R32 PRIM1 PTPN20 R3HCC1L RAB26 RAP1A RBMXL2 RGS16 RIMS4 RMDN3 RNF11 SBSPON SEBOX SELE SEZ6L SHC1 SLAMF6 SLAMF9 SLC13A5 SLC16A6 SLC29A1 SLCO1C1 SMAD9 SMIM1 SMPD5 SNAI3-AS1 SNX11 SP7 SPAG16 SPTSSB ST3GAL4 STRADB SYNDIG1L TAAR1 TAGLN3 TBPL1 TENM4 TENT4A TEX37 TIPIN TMEM132C TMEM138 TMEM200C TMEM60 TNFRSF10A TNFRSF11B TNFRSF9 TRAPPC6B TRIM59 TRMT12 TSSK3 TTLL11 TYMS UBE2T UBL4A UBTFL1 UNCX UPP2 UROC1 WDR38 WHRN YBEY ZDHHC5 ZFR2 ZIM2 ZMAT2 ZNF428 ZNF473 ZNF750 ZPBP2 ZWILCH GSE27786_LSK_VS_ERYTHROBLAST_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_LSK_VS_ERYTHROBLAST_UP ADGRE5 AK4 ANKRD13D ANTKMT APPBP2 ARFGAP2 ARHGEF3 ARSK ASNSD1 ATG4C ATP6V1H ATP8B2 BCKDK BET1 BLCAP BOLA2 BRD3 BTBD1 BTBD2 C12orf75 C6orf136 C8orf82 CAD CASP8 CCDC71 CDC14A CDK9 CEMIP2 CHD3 CHM CHST14 CNOT2 COG3 COPS3 CORO1C CRELD2 CYB561A3 DBI DCAF15 DCTN6 DHRS7 DLEU7 DLG3 DPAGT1 DPP3 DUS3L DUSP16 DYNLRB1 EBP EFR3A EI24 EMG1 ERCC5 EXOC1 FAM172A FAM53A FBXO6 FIBP FLYWCH1 FRRS1 FUBP3 FUCA2 GATM GBP7 GLRX3 GNPDA2 GOT2 GPATCH2 GUF1 HEG1 HIKESHI HMG20A IARS2 IDH3A IDS IFT74 IKBKB IKBKE IL15 IL18RAP IMMP2L JDP2 KCNQ1OT1 KDM1A KIF1C LAIR1 LMF1 LSP1 MATN2 MECR MEX3B MFSD14A MGA MRPL27 MRPS25 MSN MTF2 MTHFD1 MTM1 MYADM MYCBP2 MYCT1 NAB1 NAXE NDUFS3 NDUFS4 NDUFV2 NFIC NOL8 NPHP1 NT5C3B NUDT6 OTULIN PACRGL PDE7A PDLIM1 PDXP PFAS PGPEP1 PHF14 PHKA2 PIBF1 PIK3AP1 PLBD2 POLD1 POMGNT1 POMP PPHLN1 PPM1K PRDM2 PRKCD PWWP3B RAD1 RAP2B RAPGEF1 RASA4 RASGRP2 RBL2 RHEBL1 RMND5B RNF103 RPS6KA6 RPS7 RRP36 RUVBL1 SCARB1 SCFD2 SCO1 SDHA SEL1L SESN3 SF3A3 SFXN2 SIGMAR1 SIK3 SLC25A36 SLC9A9 SLF2 SLFN13 SNX9 SPP1 SSR2 ST14 STAT5A STIM2 STX16 STYX SUPT5H TAF1B TEFM TKT TM9SF4 TMEM229B TNFRSF18 TNKS2 TRAF3IP1 TRDMT1 TSHZ1 TSKS TTI1 TUFM URGCP UXS1 VHL VILL VPS33A WASHC4 WDR19 WDR77 WRNIP1 ZBTB24 ZC2HC1A ZC3H7A ZDHHC4 ZNF260 ZNF32 ZNF518A ZNF560 ZNF623 ZNRD2 GSE27786_LSK_VS_LIN_NEG_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_LSK_VS_LIN_NEG_CELL_DN ACSM2A ADAM28 ADK ADPGK AFG3L2 AGTR1 AKIRIN1 ARL13A ASB2 ASPM ATPAF2 B3GNT8 BCCIP BDH1 BLOC1S5 BRCA1 C11orf24 C9orf64 CANX CARNMT1 CASK CBLIF CCDC7 CCL28 CCNA2 CD247 CDCA3 CENPV CHCHD4 CHD5 CITED4 CLRN3 CLTC CNGA1 COQ7 COX17 COX6B1 CRTAM CYP27B1 DDX28 DHH DNAJC19 DTNA EHD1 EIF2B1 EIF3A ELAVL1 ELP5 EPOR EXOC5 FASTKD2 FASTKD5 FBXO10 FLRT1 GABRA6 GALNS GATM GEN1 GFI1B GLYCTK GOLM1 GPR174 GPR45 GPSM2 GSR GUK1 HACD1 HASPIN HAT1 HBG2 HELQ HSPA2 ID2 IDH3A IL6ST IL7R ISCA2 ITGA1 ITK KCNK1 KCNN4 KCTD4 KIF1C KLHL12 KPNA3 LAMC1 LEFTY1 LIAS LMAN1 LMNA LPIN1 LYAR LYRM7 MACIR MAN2A1 MB21D2 MBD2 MEMO1 MFHAS1 MID1IP1 MINDY3 MLC1 MMP24 MRPL11 MRPL20 MRPL42 MRPL50 MRPS18A MRPS18C MRS2 MTA2 MTARC2 MYL1 MYO1D NARF NARS1 NCBP1 NDUFA1 NDUFS7 NECAP2 NHSL2 NIPA1 NMNAT3 NPHP3 NRP1 NSG2 NUP50 ORC5 OSTM1 PDAP1 PEBP4 PFKM PGRMC2 PHB1 PNO1 POMT2 PON2 PPAT PPM1G PRSS41 PRUNE2 PSMD12 PSMD14 PTCD3 PTDSS2 PTRH1 RAD23A RBFOX2 REXO2 RFC5 RMDN3 SAMM50 SAP30 SCN2B SDHB SERINC5 SETD6 SH2B2 SKOR1 SLC1A7 SLC20A1 SLC23A1 SLC25A22 SLC4A11 SLC5A1 SLPI SNTA1 SNTG2 SOX5 SPATA2 SPATS2L SPINK8 SQOR STARD10 STN1 STOM SYT3 TAT TBCCD1 TENT5A TESC TEX44 TIFA TM7SF3 TMC5 TMEM97 TNXB TRMT6 TTLL11 TTLL12 TUBB2A UBE2V2 UFM1 UQCR11 UROD USP24 UTP6 VWA3A ZNF142 ZNF750 GSE27786_LSK_VS_LIN_NEG_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_LSK_VS_LIN_NEG_CELL_UP ABHD17B ABHD4 ADAM22 AFP AFTPH AGPAT2 AKAP8L AKT1 ALDOC ANAPC10 ANTXR2 ARFIP1 ATXN10 ATXN7 B9D2 BCKDHA BOD1 BRI3 BSCL2 BTBD8 C11orf68 C19orf48P C6orf132 CAMSAP3 CAPNS1 CAPZA2 CBFA2T2 CCND1 CD244 CD27 CD72 CEP57L1 CIC CISH CLIP1 CMTM7 COL4A1 COQ8A CPQ CRTAP CRY1 CSGALNACT1 CSNK1E CTDSP2 CTXN1 CUL9 DAG1 DBNL DGKG DPF2 DPP4 EIF4E3 ELMO2 ELOVL5 ELOVL6 ERAP1 ERGIC2 EVA1B FAM221A FAM43A FAM98C FDXR FLOT1 FOXD2 FOXJ3 FOXO3 FOXRED2 GABRR1 GAS2L3 GIMAP6 GLB1 GLTP GMPPA GPATCH2 GPRASP2 GSTM4 H1-0 HAGHL HDAC6 HES6 HGF HMGN3 HOOK2 HOXA9 HS1BP3 HSD17B11 IFIT1B INTS1 KANSL3 KCND1 KCNJ14 KCTD12 KHDRBS3 KIF3C KMT5B LAPTM4B LARGE1 LDAF1 LENG1 LMO2 LRRC66 LSM14B MAF1 MBNL2 MBTPS2 MEF2D MFGE8 MFNG MFSD13A MFSD3 MPL MSI2 MVB12A NBEAL2 NFAT5 NFKBIE NIPAL3 NME2 NOP53 NRAP NRBP1 NUDT16 OAS3 ODF2L OPA3 PAF1 PAFAH1B3 PARP14 PDK4 PGGHG PIK3AP1 PLCB2 PLEKHA8 POLL POLR1H PTGER3 PWWP3B RAB11A RAB27A RAB5A RAMP1 RASA4 RCBTB1 RIOX2 RNF217 RNF4 RPL38 RPS25 RPS6KA6 RSAD2 RTL8C SAP30L SCARF1 SDR39U1 SEC31A SGCE SH3BP5 SKIC3 SLC22A3 SLC25A20 SLC2A9 SLC44A2 SLTM SMAD1 SNRK SORBS3 SPNS3 STING1 TAF5L TANC2 TAP2 TBXAS1 TDRD7 TES TF TGFB3 TGIF2 TIRAP TMEM42 TMUB2 TNFRSF13B TNFRSF1A TNNI3 TRIP6 TRIQK TSPAN14 TSPAN3 TTLL4 USP54 VAPB VPS39 VSIG10 ZBTB20 ZC3HAV1L ZCCHC2 ZDHHC8 ZFAND5 ZNF292 ZNF799 ZNF879 GSE27786_LSK_VS_MONO_MAC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_LSK_VS_MONO_MAC_DN ABI1 ACKR2 ACSBG2 ACSM2A ACTG2 ACTL7A ACTR2 ADAMDEC1 ADAMTS18 ADORA3 AFF2 AGTRAP AK2 ANKRD12 AP3S1 ARAP3 ARF1 ARHGAP19 ARHGEF15 ARSB ASTN1 ATG16L2 ATG2A ATG3 ATP6V0D1 BANK1 BCL2L10 BEND6 CARD6 CARHSP1 CBLIF CCDC88B CCNF CCNYL1 CDS2 CEACAM20 CEP120 CFAP119 CFAP57 CITED2 CKB CLEC1B CLIC3 CLPTM1 CNKSR2 COPZ1 CTBP2 DGAT2 DGKG DNAJC4 EIF2AK1 ELF4 ELF5 ELOVL1 ENSA ENTPD7 EVA1C EYA4 FARP1 FBXL19 GALNT3 GEMIN7 GFI1 GPR107 GPR108 GPR37 GREB1L GSDMD GYG1 HAUS8 HELZ2 HERPUD2 HEXB HNRNPLL HRG IL10RB ITGA3 ITK ITPR2 ITPRIPL2 JPH4 KBTBD7 KIDINS220 KIF14 KLRG1 KLRK1 LAMC2 LIMK2 LMAN2L LMLN LRRC56 MAB21L3 MAGI3 MARK3 MBD2 MCEE MCU MED8 MIA2 MON1B MST1R MTHFD2 MYADM MYO1H NAIF1 NDUFS4 NEK7 NHERF4 NHLH1 NMUR2 OC90 OXTR PAGR1 PCP2 PCYT1A PDLIM5 PEDS1 PIK3CG PLEC PLK1 PLPP1 PNPLA7 PPP4R1 PRKAB1 PRKAR2A PRKCD PRMT9 PRSS37 PRSS42P PSMA2 PSMD14 PSMD4 PTPN1 PTPRC RAB29 RABIF RANBP9 RAP1A RBFA RBM42 RBP7 RCHY1 RINL RPS6KA2 RSPH6A SH3GLB1 SHC1 SKOR1 SLC17A6 SLC23A1 SLC23A3 SLC25A24 SLC30A3 SLC35G6 SLC38A3 SLC4A1 SLC52A2 SMPD5 SPATS2L SPIDR ST6GALNAC1 STIM2 STK10 SUSD6 SYCP1 SYK SYNJ1 SYT3 TAX1BP3 TBPL1 TDRD1 TGFBI TLR6 TM4SF20 TMCO3 TMEM252 TMEM79 TMEM86A TNFRSF1A TPPP3 TRAPPC2 TRPC7 TRPV1 TTLL9 UBALD2 UBE2F UCP2 USP15 USP39 VPS26A WAS WDFY2 WDR26 YEATS4 ZBTB8B ZC3H12D ZGLP1 ZNF385B ZNF414 ZNF750 GSE27786_LSK_VS_MONO_MAC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_LSK_VS_MONO_MAC_UP ABCB6 ABRAXAS1 AGO1 AJUBA AK4 AKR7A2 ALG2 ALKBH7 AP1AR ARHGAP18 ATP5F1B ATPAF1 B3GLCT BANF1 BBS10 BPNT2 C12orf75 C1orf122 C8orf82 CA9 CANX CCDC86 CCT2 CCT6A CD96 CDC23 CDC5L CEP83-DT CFAP97 CHD6 CHD9 CHST14 CIPC CLEC1A CLYBL COA8 COASY COMMD7 CPSF1 CTSF CUL9 DDX46 DENND1A DHRS4 DIABLO DOHH DTYMK EARS2 EDC3 EIF2B2 EIF2B4 ENOX2 ERCC5 ETNK1 EXOC4 FAHD2A FAM135A FARP2 FASTKD5 FBXL6 FBXO31 FBXW8 FH FIRRE FPGS GAB1 GCN1 GLRX5 GPATCH2 GPN3 GRPEL2 GUF1 GYPC HDAC6 HLA-DOA HMG20A HOOK1 HUWE1 HYPK IFT74 IL7 IMMP1L IPO11 ITFG2 ITPR3 IVD JAGN1 KCNQ1OT1 KDM1A KIFAP3 KMT2A LARGE2 LRWD1 LSS MAPK1 MARCHF5 MED22 MICU3 MLH1 MPLKIP MRPS25 MTG1 MYEF2 MZT2B NAA10 NDUFAF4 NTPCR NUP155 NUP214 NXF1 OAT OTULIN PACRGL PDK1 PES1 PEX14 PHF14 PI4K2B PKD2 PNPT1 POLD1 POLR3K PPFIA1 PPIL3 PRKCQ PRKDC PRODH PRPF40B PRPF6 PSMA4 PSMD12 PUS3 QSOX2 RAMP1 RASGEF1B RBM22 RBM48 RCC1L RETSAT RIPPLY3 RNF220 RPAIN RPL22L1 RPS26 RPUSD1 RRAD RRP1 RRP9 RSL24D1 RUVBL2 SCMH1 SDHAF1 SELENBP1 SEPTIN6 SERBP1 SF3A3 SGCB SIPA1L1 SLC25A23 SLC29A1 SLC43A1 SLF2 SNHG6 SNRNP25 SNX5 SRR SSR2 STAU2 STRAP TAF3 TBC1D32 TCP1 TFB1M TFPI THAP12 TNS1 TOM1L2 TOPBP1 TP53BP1 TPI1 TRIM44 TRMT112 TSHZ1 TUBB1 UBFD1 UBR7 UQCR11 URI1 VPS16 XIST XRCC5 ZBTB20 ZBTB45 ZDHHC13 ZNF251 ZNF280C ZNF319 ZNF569 ZNF704 ZSWIM7 GSE27786_LSK_VS_NEUTROPHIL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_LSK_VS_NEUTROPHIL_DN ACAP3 ACLY ACTG2 AK2 AK5 ALOX12B ANAPC2 AQP9 AREL1 ARHGAP19 ARHGEF4 ASB6 ATG101 BAIAP3 BAZ1A BECN1 BICDL2 BMP15 BNC2 BRDT BRSK2 C14orf119 C1orf52 C22orf23 C9orf78 CAPZA2 CARMIL2 CAST CAV3 CBLIF CCDC126 CCL25 CCNL2 CD4 CFAP119 CFAP141 CHRM3 CHST13 CMTM6 CNIH4 CNR1 COPA CYP2A6 DAAM1 DBH DCT EEPD1 EIF4ENIF1 ELK1 ELOVL1 ENPP2 ETS1 F2RL2 FAM217B FARP1 FAT3 FBXL19 FGG FKBPL G6PC1 GAST GCNT1 GJA4 GNAT1 GPANK1 GPD2 GPR107 GPR108 GRN GSX2 HECA HOPX HSD17B7 IFI35 IL36G IRS2 JPH4 KCNA7 KCNK16 KCTD8 KDM6B KLHL12 KLHL2 KLHL6 KLRG1 KLRK1 KRT6A LAD1 LAMTOR1 LAPTM5 LMAN2L LRP10 LRRC74A LY96 MALAT1 MAP1LC3B MAP6D1 MBP MED11 MED13L MED17 MED30 MEF2B MFSD14A MIEN1 MINDY1 MOB3A MON2 MRAP2 MTMR14 MTMR6 MYH2 MYO5A NAALADL1 NAT8 NBEAL2 NCOA6 NDUFA3 NECAP2 NFASC NFKBIE NHLH1 OLFML2A OPN1SW OSBPL10 OSBPL7 OST4 PABPC1L PAQR4 PARVG PCDH8 PCYT1A PFN1 PHGR1 PON2 PPP2R3C PPP3R1 PRLR PRR14 PRR18 PTCRA PTPN12 PTPN9 PTTG1IP RAD17 RALGAPB RAP1A RBP7 RECK RELB RGCC RPP25 RRM2B SELENON SERPINB1 SFMBT2 SFT2D2 SHC1 SIRT2 SLC17A9 SLC30A1 SLC44A2 SLC6A5 SLC7A11 SPACA9 SRA1 SREBF2 STEAP2 SUSD6 SZT2 TAF13 TBC1D10C TEAD1 TEX35 TFAP2B THAP11 TIAM2 TLR1 TMEM120A TMEM239 TRAF3 TRAK2 TRAPPC2 TRIM5 TRIR TST TSTD2 TXNDC9 TYR UCP2 VIL1 VPS28 VPS29 ZBP1 ZBTB24 ZBTB7A ZCCHC2 ZIC1 ZNF236 ZNF414 GSE27786_LSK_VS_NEUTROPHIL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_LSK_VS_NEUTROPHIL_UP AKAP9 ALG2 ARHGAP18 ARHGAP21 ARMCX4 ATP13A2 ATP5F1B B3GLCT BHLHE40 BOLA2 BRCA1 BRMS1L BUD23 C12orf29 C12orf75 CAPN2 CBX6 CC2D1B CCT6A CENPH CEP83-DT CFAP68 CNOT8 COX18 CSGALNACT1 CSTF2 CYB5B DBP DCAF8 DGCR8 DIPK2A DLG3 DPP7 DRG2 DTNBP1 DUS3L ESR1 EXD2 EXO1 EXT1 FAM133B FAM162A FBXL17 FLNB FNBP4 FPGS FPGT GABRR1 GANAB GID4 GINS1 GLRX3 GLRX5 GNAS GP9 GSTK1 HADHB HAGHL HMG20A HOOK1 IFT27 IFTAP IMMP1L IMMP2L INO80E ISLR IWS1 JAGN1 KAT14 KDM1A KIF3A KYAT3 LDB1 LMF1 LONP1 LRFN4 LRP6 LRRC1 LSM4 LUC7L MACO1 MAP1S MAP2K5 MATK MECR METTL3 MIGA1 MLH1 MLKL MRM1 MRPL2 MRPL28 MRPL36 MRPL44 MRPL50 MRPS25 MYEF2 MZT2B NDUFA9 NDUFAF5 NOL8 NPRL3 NSMF NUDT12 NUP133 NUP214 NXPE3 OTULIN P2RX4 PAPSS1 PAQR8 PHETA2 PHF20 PLBD2 PLEKHA6 POMGNT1 POT1 PPM1G PRCD PSIP1 PSMB10 PSMD12 PTPA RABEP1 RAD1 RAD51AP1 RAI1 RAMP1 RBM14 RCAN3 RCC1L RCOR3 RNF150 RNF220 RPA3 RPS11 RPS27 RPS27L RRP1 RRP9 RUSF1 SAE1 SAPCD1 SARS1 SCAF4 SCFD2 SESN3 SETDB2 SHISA2 SLC22A5 SLC25A13 SLC30A4 SLC37A4 SMARCA5 SNHG6 SOX18 SOX6 ST14 STAU2 STYX TAF4B TAP2 TBL1X TEX10 TEX264 THYN1 TIMM22 TMEM135 TMEM177 TMEM47 TNNI3 TPI1 TPRA1 TRAPPC12 TRIM27 TRIM45 TRUB1 TSEN54 TTC21B TTLL12 TUBB6 TUBGCP5 TUFT1 TUT4 TXN2 UCK1 UNK USP37 VCP VPS50 YWHAQ ZC2HC1A ZFAND1 ZMIZ2 ZNF180 ZNF260 ZNF569 ZNF623 ZNHIT3 ZSCAN22 GSE27786_LSK_VS_NKCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_LSK_VS_NKCELL_DN ABCA7 ABCC5 ABCD1 ACLY AGFG2 AKAP12 AKR1B1 AP3B1 AP5Z1 APBB1IP ARF6 ARFIP1 ATP5F1E ATP6V1F AXL BECN1 BLOC1S4 C9orf64 CARD11 CCDC124 CCDC82 CCDC88B CCDC9 CCSER2 CD2AP CDIPT CDK9 CEBPB CEMIP CERS5 CHMP2A CHMP4B CITED4 CLK3 CNDP2 COMMD6 CPEB4 CRIP1 CRNKL1 CRYBG1 CTDSP1 CYB5R4 DCAF5 DDI2 DERL1 DHPS DLGAP2 DLGAP4 DMAC1 DNAJC1 DNAJC17 DNAJC3 DZANK1 EAPP EDF1 EGFR EML6 ENPEP EPB41L2 ERO1B ERRFI1 ESYT2 FAM219B FAR1 FOXK1 FOXP1 FZD7 G6PD GAB2 GAK GCNT1 GIMAP6 GLTP GNG10 GPR183 GPR68 HAPSTR1 HECA HEXB HPS5 HTRA2 IDS ITGB5 ITPRIPL2 JAK2 KCNQ4 KIAA0930 KIDINS220 KLF3 KXD1 LEF1 LIMS4 LRP10 LRRC8D LSM14A LY6E LY96 MARK3 MBD2 MBNL2 MED11 MKLN1 MLX MRTFA MTHFD2 NAB1 NDEL1 NDUFA13 NECAP2 NFKBIA NLRC5 NRBF2 OLR1 OSR1 OTULIN PAN3 PCBD2 PDCD4 PDE3B PDE7A PGAP1 PHF21A PLA2G2F PLCD1 PLEKHA2 PLEKHM3 PLOD1 POLD4 PPIB PPP3CC PRXL2B PTGER2 PTGIR PTPN12 PYCARD RBKS RBM47 RCHY1 RELL1 RER1 RETREG3 RIGI RINL RIT1 RPL18 RPL27 RRBP1 RSAD2 RTN1 SBNO1 SCT SDHAF2 SIDT1 SLC35B1 SLC37A3 SLC39A3 SLFN13 SMARCD2 SMDT1 SNAPC3 SNF8 SNTG1 SNTG2 SON SORT1 SP1 SPI1 SSTR4 ST3GAL6 STAMBPL1 STARD3 STARD5 STIM2 SUN2 SUSD6 SYS1 TAF12 TIFAB TLR6 TMEM161B TMEM38B TNFRSF18 TNFRSF1A TNFRSF25 TRAPPC8 TRIM69 TRIM8 TRIR TTLL3 TUBB2A TWF2 UBL3 UCKL1 VPS26A VPS26C VPS28 WAS WRN ZBP1 ZHX2 GSE27786_LSK_VS_NKCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_LSK_VS_NKCELL_UP AAMDC ABHD4 ACOT2 ACSL3 ADGRD1 AFP AJUBA AKAP9 ALKBH1 ARL3 ATP5F1A B3GLCT BASP1 BCAP29 BCHE BLZF1 BMP1 BOD1 C10orf88 C12orf29 C6orf132 C8orf82 CA12 CAMKK1 CASP7 CCDC120 CCDC34 CCNF CDC16 CDC23 CDCA7L CENPH CENPV CHORDC1 CHRNB1 CLNS1A COPS3 COQ4 CPQ CRISP2 CSRNP2 DDX27 DDX56 DNAJB4 DTWD1 E2F7 EARS2 EHBP1 F2RL3 FAM234B FBXL6 FBXO3 FGGY FIRRE FLOT1 FLYWCH2 FMO2 FOCAD GABRR1 GADD45GIP1 GART GLE1 GLOD4 GNA15 GPATCH1 H2AX HAGHL HMGXB3 HOXA10 HOXA5 HYAL2 IFT74 IL11RA INAFM1 INMT IPO11 IPO4 IRF2BP1 ITGA7 KIFAP3 KLHDC1 KTI12 LANCL2 LDB1 LIPT1 MACROH2A2 MAT1A MATK METTL13 MFGE8 MLEC MLKL MRPL38 MTHFD1 MYO1D NAA10 NCAPG2 NDE1 NIFK NISCH NOP56 NR2C1 NSUN5 NTRK2 NUDCD2 NUDT12 NUDT6 PAICS PAQR8 PARD6G PAX6 PCBP4 PCK2 PDSS2 PDXP PEX13 PEX5 PHF10 PHPT1 PHTF1 PIGN PLXNA3 POLR1C PPRC1 PRDX4 PRUNE1 PSPC1 PUS1 QTRT2 RABGGTB RAD54L RAMP1 RCC1L RCOR3 RDH11 RETSAT RFC1 RHEBL1 RNF122 RNMT RPUSD1 RRP9 RSPH3 RUVBL2 SAPCD1 SETD4 SGSM1 SHLD2 SIRT4 SLC25A23 SLF2 SRPK1 SRRT SSX2IP ST14 STARD10 STK26 SUV39H1 TAP2 TBC1D31 TBC1D4 TCAF1 TCEAL9 TCP1 TDP1 TFAM TGFA THBS4 THUMPD1 TIPIN TK1 TMEM106C TMEM177 TMEM252 TMEM42 TNFAIP8L1 TOPBP1 TPI1 TRIB2 TRIM13 TRIM33 TRIQK TSC22D1 TSPAN6 TTLL12 TUBA4A TXN2 UBE2T UQCC6 UROC1 VCP VSIG10 WDPCP WDR19 WDR6 WDR83OS WNT10B YTHDF2 ZNF319 ZNF48 GSE27786_LSK_VS_NKTCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_LSK_VS_NKTCELL_DN ACTR2 ADH1C AGFG1 AGO2 AIP AKR1B1 ANKRD11 ANKRD13D AP1M2 AQR ARAP3 ASXL2 ATP6AP1 BBS9 BCL2L10 BLVRA C1orf52 CCDC102A CCDC105 CCDC88B CD177 CD27 CD72 CEMIP CFHR2 CHD3 CHD8 CNDP2 COL22A1 COX16 CPSF3 CRHR1 CRISPLD2 CRNKL1 CSTA CYSLTR2 DAPK2 DEDD DHPS DNAJC17 DPF3 DPP6 DPT DQX1 DUSP7 EIF4A2 EN1 ETV4 EVA1C EZH1 F2RL1 F2RL2 FHIP2B FIS1 FLII FLNA GLG1 GPNMB GPR183 GPR65 GPX3 GTPBP2 HDHD5 HECTD3 HERPUD2 HLTF HSD11B2 IFI30 IKBKE IL17RD IL21R INHBA IQSEC1 IRF2BPL IST1 JARID2 JHY KCNG4 KDM4D KLHL25 KLRC2 KRT222 KRT81 KRTCAP3 LAPTM5 LENG9 LIMD1 LRCH1 LSM14A LYPD6B MAP3K3 MARK3 MBP MED12 MED30 MEF2B METTL26 MIA3 MRAP2 MRPS15 MTARC2 MYO1E MYO1H NABP1 NCALD NFKBIE NMB NR3C1 NRDC OR51E1 PCBD2 PDCD4 PDLIM1 PEDS1 PGLYRP1 PHKG2 PIWIL2 PLEKHA5 PLEKHF1 PON2 PPIA PPP2R5A PRKD3 PRMT9 PRRT1 PRSS41 PRSS46P PSENEN PSMA3 PSMB10 PSMC2 PSMD14 PTCRA PTPN6 RAB2A RACK1 RALGAPB RANBP10 RAP1A RCBTB2 REX1BD RIGI RIT1 RNF138 RPL18 RPL23A RPL31 RPL36 RPS25 RTRAF S1PR1 SESN3 SGSH SHARPIN SHLD1 SKOR1 SLC16A6 SLC25A46 SLC2A8 SLC37A3 SLC4A1 SMDT1 SNF8 SNX1 SRA1 SSU72 ST8SIA3 SUN2 SURF1 SUSD6 SVIL SYT3 TAF12 TASP1 TENT5A THOC2 TMA7 TMEM161B TMEM63A TMTC4 TNFSF14 TNKS2 TRAF2 TRIR TWF2 UBL4A UBXN11 USP24 USP34 WASHC2A WDR26 WDR91 WHAMM WNT2 YPEL5 YWHAZ ZBTB8OS ZNF274 GSE27786_LSK_VS_NKTCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_LSK_VS_NKTCELL_UP ABCD3 ACACA ACADM ACSL3 ADAM9 AFF3 AK1 ALAS1 ATG4C ATP13A2 AURKA BDH2 BPGM BRCA1 BRI3 C12orf29 CAD CAMK1 CAPG CC2D2A CCDC86 CCNA2 CDCA2 CDK2 CEP83-DT CFAP68 CHERP CHML CLDN12 CMPK2 COL16A1 COPS4 COPS5 COQ6 COQ8A CPSF2 CREB3L2 CTXN1 CUL7 CUL9 DCAF8 DDX19A DDX39B DGKG DNAJB4 DPF2 DYNC2I2 EIF2D EIF4B ELOVL6 EPRS1 ERP29 EXO1 FADS1 FAM217B FAM229B FANCB FBXO3 FDPS FLYWCH2 FMO2 FOXP3 FRRS1 GABRR1 GATB GLOD4 GMDS GNAT2 GRIA3 GRWD1 GSE1 GTF2E2 GUF1 HDLBP HK1 HMMR HMOX2 HNRNPA1 HOXA5 HRG HROB HSD17B12 HTRA2 IARS1 IDI1 IFT172 IL11RA INAFM1 INTS1 KANSL1L KCTD12 KDM8 KIAA1958 KIF17 KLHDC10 KYAT3 LDHB LDLRAD3 LRRC66 LTBR LXN MACROH2A2 MAOA MAPK14 MAT1A MATN2 MCCC2 MCM5 MCTP1 MESD METTL7A MEX3A MIF MLKL MSRA MTFR1 MYLK MYOF MZT2B NBN NDUFAF2 NFAM1 NHP2 NHSL2 NOB1 NPHP1 NSUN2 NUDC NUDCD2 NUDT2 NUFIP1 NUP155 NUPR1 NXF2 ORC1 OSBPL8 PAICS PDXP PEX5 PHKA1 PHKA2 PIGY PLK1 PLXNB2 PNP POLE2 PPA2 PRDX4 PTDSS2 PTPRE PWWP2B RAMP1 RAPGEF5 RBBP5 RNF113A RNF150 RRP1B RSL24D1 RSRC1 RTL8C RUVBL2 RWDD2A SLC22A16 SLC25A13 SLC45A4 SLC6A13 SLCO3A1 SLK SOGA1 SOX12 SOX6 SPI1 SRSF7 SUCLG2 SYPL1 TDRD3 TEX2 TGFA TGM2 TLX2 TMEM106C TMEM158 TMPRSS3 TNNI3 TNS2 TOPORS TPD52 TREML2 TRIM35 TRIM47 TRIQK TUFT1 UNC93B1 URI1 VILL VSX2 WDR75 ZFAND5 ZMYM4 ZNF608 GSE27786_NEUTROPHIL_VS_MONO_MAC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_NEUTROPHIL_VS_MONO_MAC_DN AARS1 AARSD1 ACD ACTL6A AIRN AKIP1 ANKMY2 AP1AR AP4E1 APOE ASB5 ATP10A ATP1B1 BHLHE40 BIK BLVRA BMS1 BOLA3 BRCA1 BRCA2 BSPRY CALHM6 CCDC102A CCDC38 CCHCR1 CCNF CDC6 CEMIP CENPH CEP135 CHD1 CHST14 CKB COPS7A COQ2 CP CPQ CPSF1 CSDC2 CTSW CUL5 DCUN1D2 DHRS4 DNA2 DNAAF2 DNAJC3 DPY19L1 DSCC1 DTNBP1 DTWD1 DUS3L DYNLL2 EEF1AKMT1 EEF1D EIF3A EIF3I EIF3J ELF5 ENTREP3 EPRS1 ERAP1 ERCC6L ERG28 FDX1 FEN1 FIGNL1 FKBP2 FXR1 GGA2 GINS1 GINS3 GNPDA2 GPAT4 GPR180 GSTA5 HADH HAT1 HCFC1 HOXC10 HRG IFT57 IL15RA KCNK6 KCTD16 LAMB3 LAMC2 LARP1 LAS1L LDLRAD3 LETMD1 LMLN LRRC40 MAP3K20 MCM9 MGARP MLKL MOGS MRPL2 MRPL52 MS4A2 MSI2 MTHFD1 MYL4 NAA40 NAF1 NBDY NCOA7 NEB NIPAL2 NOL11 NOP56 NRXN1 NUDT1 NUDT21 NUP155 ORC6 OSBP P2RX4 PANK4 PDIK1L PELP1 PIGA PKN1 PNPT1 POC1A POLK POLR2C POLR3K PPFIA1 PPFIA4 PPP2R3A PRICKLE2 PRIM1 PRKAR2A PRKCSH PSAT1 PTPN22 PTRHD1 RAD51AP1 RBM48 REEP6 RFC4 RIMBP3C RNF165 RPL10 RPL18A RPL26 RPL28 RPL35 RPLP2 RPS7 RPS8 RRP15 SAAL1 SEC11A SEMA6C SGO2 SH3TC1 SHH SHMT2 SIGIRR SIRT1 SLC7A1 SMARCA5 SNHG32 SNX5 SOX30 SPOCK2 SRP72 SRSF7 SS18 ST8SIA6 SUCLG2 SYNGR1 TBC1D9 TEKT1 TFPI2 TIGD2 TIMM8A TLR1 TMEM107 TMEM129 TMEM86A TRA2B TRAK1 TRIM27 TSHZ1 TSSC4 UAP1 WDR11 WDR75 WDR76 ZBTB48 ZFAND2A ZNF326 ZNF511 ZNF593 ZNF639 ZNF771 GSE27786_NEUTROPHIL_VS_MONO_MAC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_NEUTROPHIL_VS_MONO_MAC_UP ABI1 ACADM ADAMTS5 AGBL5 AKNA ALOX12 AMFR ANKS3 ARFIP1 ARG2 ARHGAP45 ARHGEF4 ARL3 ARPC5 ASNSD1 ATF7IP ATP6AP1 B3GNT2 BBS2 BEST1 BET1L BMPR1A C17orf80 C1QTNF9 C1orf122 C22orf39 C5orf63 C9orf78 CACNG2 CASP4 CCDC88C CCNL2 CD37 CDC34 CDK13 CDKN2AIP CEP20 CERS2 CILP CLEC4E CLK3 CMPK2 CNR1 COA5 CRYBG1 CSF3R CTSD CTTNBP2 CYP4B1 CYSTM1 D2HGDH DCK DCTN2 DDX47 DENND1C DGKA DHRS1 DNAH6 DQX1 ELMOD3 EVI2B EXOC7 FAM120B FCGR3A FGD4 FOXO3 G0S2 GOLGA2 GSDMD H3C14 HACD4 HCST HELZ2 HERPUD2 HSPB2 IDH2 IDUA IFT46 ING4 IPCEF1 IQSEC1 ITPRIP JUNB LAMTOR4 LDAF1 LGALS9B LGI4 LMO2 LTF MAGED1 MAPK3 MARCHF4 MBP MFSD14A MGAT5B MIA3 MIEF2 MIEN1 MINDY1 MPC1 MSMO1 MTUS1 MYL2 MYO1F NAT8 NCF1 NDUFA13 NFE2 NFE2L2 NHERF1 NLK NR3C1 NSDHL NSMF OLFM4 OVCA2 PADI4 PAG1 PAIP2 PALS1 PAM PAQR4 PCOLCE PDZRN4 PFKM PITHD1 PLEKHG3 PNPLA1 PRKAR1A PTBP3 PTCRA RAB20 RAB5IF RAD51D RAP1GDS1 RASSF3 RBFA RBM42 RCSD1 RGS19 RGS5 RIT1 RP2 RSAD2 SDF4 SELENON SENP2 SERTAD2 SH3GLB1 SHC4 SIPA1L1 SIRT2 SIRT7 SIX6 SLC15A3 SLC16A12 SLITRK6 SMOX SON SPI1 SREK1IP1 STRN3 SYT17 TACC1 TAP2 TATDN1 TBC1D17 TFCP2L1 TMEM131 TMEM50A TNFRSF21 TOX4 TP53INP2 TRAPPC8 TRMT9B TSPAN13 TSPYL4 TTPAL TWF2 UBL3 UNC13B UQCRC2 VNN1 VSIR WDR77 YAF2 YIPF1 YWHAB ZBTB24 ZCCHC2 ZDHHC4 ZFHX4 ZMAT2 ZMYM2 ZNF124 ZNF217 ZNF319 ZNF652 ZNRF1 GSE27786_NKCELL_VS_ERYTHROBLAST_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_NKCELL_VS_ERYTHROBLAST_DN ABRAXAS1 ACAT1 ACKR2 ACKR4 ADAM28 ADGRB1 ADHFE1 ADORA3 AFG3L2 ALOX15 ANGPTL2 AP1B1 APOBEC2 APOL6 AQP2 AR ARL4A ASAH2 BCKDK BCORL1 BIK BRMS1L BTC C11orf24 C1orf112 C21orf62 C6orf132 CACNA2D4 CC2D2A CCDC3 CCHCR1 CCL24 CCN3 CCN6 CD5 CELF6 CEND1 CENPH CEP128 CFAP69 CHRNA4 CHRNB4 CLDN5 CMTM2 CNKSR1 COL2A1 CYP2C18 CYP4F22 CYP8B1 DGCR8 DHX32 ECT2 EIF5A2 EPB41L3 EPHA2 EPHX2 ESPN ESRRB F13B FAM171B FANCD2OS FBF1 FBXL18 FBXO34 FBXO46 FDPS FEZF1 FOXA1 FSTL5 FXYD2 FZD10 GAB1 GAL3ST4 GAPDHS GAS1 GCHFR GPLD1 GPR150 GPR45 GPR61 GRM2 GSX2 GULP1 H1-10 HBB HOXA3 HOXA9 HS3ST3B1 HSPA4L IBA57 IFT57 IL17RC IPP IQGAP3 JADE1 KCNE5 KCNK4 KCTD15 KCTD9 KIF20B KIF3A KLF17 KLHDC7A KRT2 KRTAP3-1 LLGL1 LMNTD2 LRRN4 LSM12 MAVS MDC1 MEMO1 MESP2 METTL27 MMRN2 MT2A MTFR1 MYO19 NDC80 NECTIN3 NKX2-8 NPR1 NPR2 NUDCD2 NUP85 OMP OOEP OR2S2 PALB2 PANK2 PFKM PHACTR4 PHETA2 PLCD3 PLCH2 PMFBP1 PRKCG PRKG1 PRL PTPN20 RAD54B RB1 RGS6 RNF182 SALL4 SBSPON SCLY SCYL2 SEBOX SEMA3E SGSM3 SHF SIT1 SLC16A6 SLC1A4 SLC20A1 SLC4A1 SLCO1A2 SMARCA5 SNED1 SOX5 SPAG16 SPATA9 STRC SULT1A1 SYT12 TCAF1 TCEAL9 TDP1 TECR TENT4A THADA THEM5 TIMP4 TMEM102 TMEM132C TMEM169 TMEM59L TMOD2 TNFRSF10A TTC23 TTLL9 TUBGCP6 TWIST2 UBFD1 UBL4A UBOX5 UBXN10 UBXN2A WDR27 WIPI1 WIPI2 YAP1 ZC3H3 ZDBF2 ZFPM2 ZFR2 ZNF184 ZNF410 ZSCAN20 GSE27786_NKCELL_VS_ERYTHROBLAST_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_NKCELL_VS_ERYTHROBLAST_UP AAK1 AAMDC ABHD11 ACACA ACO1 ACP3 ADGRG5 ANKIB1 AP5Z1 ARF6 ARID1A ASB13 ASL ATE1 ATG16L2 AXL AZIN2 B3GNT5 BET1 BHLHE40 C14orf93 C2orf76 CALU CAMLG CCAR1 CCDC115 CCDC9 CD86 CDCA7L CFP CMKLR1 CNOT2 COASY COG3 COPRS COX10 COX17 CPEB2 CPQ CRNKL1 CRYBG1 CYP51A1 DCTN1 DDX50 DHX15 DHX57 DNAJC17 DUS1L DUSP12 DUSP7 EED EIF2A EIF4E3 EXOC1 EXT2 FAR1 FBXO6 FKRP FLOT2 FMNL3 FOXRED2 FPGT FUS G6PD GAK GLB1 GOLGA4 GPR183 GSTM4 HES6 HMGN3 HMOX1 HTRA2 ICMT IKBKE IRF2 JAGN1 KIAA0319L KIT LAMTOR1 LIMS4 LMF1 LRIF1 LRP10 LSM14B MAGI2 MARVELD1 MBNL1 MFGE8 MFSD14A MFSD8 MGA MINDY3 MOCS2 MRPL42 MRPS16 MRPS34 MTG1 MYO9B NAB2 NCBP2AS2 NDUFA6 NDUFS3 NDUFS4 NDUFS6 NHLRC3 NINJ1 NKAPD1 NOB1 NRBP1 NSMF NXPE3 OPA1 PDE4B PECAM1 PHF23 PI4KA PKD1 PKIB PLSCR1 PLXND1 PPA1 PPCDC PPHLN1 PPM1J PPP3CC PPP4R3B PRAM1 PSMA7 PTGR3 PTPN12 PTTG1IP RBFA RBM17 RHOH RHOT1 RLIM RPL22L1 RPL24 RPN2 RRP36 SANBR SBNO1 SEC24D SEC63 SEPHS2 SETX SGTA SIPA1L3 SLC37A4 SPAG7 SRF STN1 STX3 STXBP3 STYK1 SURF1 TAF3 TASL TBC1D13 TBC1D32 TCF12 TLR6 TMEM120A TMEM42 TMEM68 TMEM70 TNKS2 TOGARAM1 TRDMT1 TRIM14 TRIM45 TRMT1L TSPYL4 TTC39B TTC5 UBE2L3 UBQLN4 UBR1 UNC93B1 VSIR WDFY4 WDR82 YTHDF2 ZBTB33 ZC2HC1A ZC3H7A ZC3H7B ZDHHC13 ZDHHC4 ZDHHC9 ZFP90 ZMIZ2 ZMPSTE24 ZMYM4 ZNF260 ZNF32 ZNF569 ZNF652 ZPR1 GSE27786_NKCELL_VS_MONO_MAC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_NKCELL_VS_MONO_MAC_DN ABHD5 ACKR2 ADA ADAMTSL3 ADARB2 AFF1 AFF2 ALDOA AMPD2 ARHGAP10 ARHGEF4 ASPM AUNIP BAZ2B BCAR3 BCL2L10 BMPR1A C3orf52 C7orf31 CACNG5 CCDC113 CCDC146 CCDC180 CCDC34 CCNYL1 CDC25C CENPM CEP152 CFAP119 CHIT1 CHRNA5 CHRNA9 CHST12 CITED2 CLEC6A CNIH4 COQ4 COTL1 COX19 CRIP3 CTDSP1 CWH43 CYP4F2 DENND11 DEPDC1B DHCR24 DHRS1 DKK3 DSCAM DTNBP1 DTX4 DYNLT1 DYNLT2B E2F8 EMP3 EPN2 ERCC6L EVI2B F3 FBXL19 FHIP1A FLNA FOXB2 FTMT G6PD GABPB1 GAREM1 GARIN1B GATAD1 GFI1 GJA5 GLIPR2 GNA15 GP1BA GPD1L GPSM3 GRK4 GYG1 H2AX HAND1 HIBCH HIC2 HJURP HLX HNRNPLL HOMEZ HOXD9 ID1 IL18BP IQGAP3 ISX KBTBD7 KISS1R KLF17 KNL1 KNTC1 KRT71 LAMP2 LECT2 LMAN2L LMNTD2 LPCAT4 LPGAT1 LRR1 MAB21L3 MAP3K10 MCTP1 ME3 MFSD6L MIR1915HG MORN3 MPP7 MVB12B MXI1 MYCL MYL1 MYL2 MYOF MYOZ1 MZT2B NDC80 NDST1 NDUFS4 NEK2 NEU2 NHSL2 NUP43 OLIG3 OOEP OVOL2 OXT PACRG PALM PAX7 PDE11A PDE9A PELI2 PHF10 PIK3CG PKM PLCB2 POLR3K PPM1L PPP2CB PPP3CA PRKAR1B PRNP PROSER2 PRPS1L1 RAB27A RABIF RAC2 RALGAPA1 RFFL RGS19 RIOK3 RNF14 RPIA RSPH6A SCCPDH SEC22B SEPTIN12 SH2B1 SH3YL1 SLC22A12 SLC22A15 SLC22A17 SLC26A2 SLC51A SLC5A5 SLC6A12 SMC4 SNED1 SORT1 SRPX SSX2IP ST8SIA5 STAP2 STK31 STRADB STRN TAL2 TCAF1 TCF15 TESC TFF3 TIAM1 TMEM102 TMEM104 TNFRSF17 TSPOAP1 UBXN11 UCHL5 UPP1 UROC1 USP13 VAMP3 YAF2 ZFP30 ZNF469 GSE27786_NKCELL_VS_MONO_MAC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_NKCELL_VS_MONO_MAC_UP ABI1 ABI2 ACAT1 ACVR2A ADAM10 ADAM17 ADO AFG1L AGO1 ANKRD11 ANKRD44 AP1AR ARHGAP18 ARHGAP30 ARHGAP45 ARHGEF10L ARMCX4 ASXL2 ATP5F1D ATP5MC2 ATP5PB AZIN2 BAHD1 BBX BCLAF1 BLK BRD2 BRF1 BTBD1 BTG3 C19orf48P C1QA C22orf39 C2orf76 CAMK2B CCT6A CDC5L CDK10 CLDND1 CLNS1A CMKLR1 CMYA5 CNDP2 CNPY4 COX16 COX17 CREBRF CSDE1 CSNK1A1 DDX24 DENND4C DHPS DHX36 DOCK10 DUS3L DYNC1H1 EFR3A EHD3 EI24 EIF3A ELOVL5 ENPP4 ENY2 EPB41L2 ERAP1 ESCO1 ETNK1 FAM120C FAM135A FARP2 FAU FOXA3 FZD7 G3BP2 GALNT12 GATA3 GLRX5 HLA-E HMGN3 HTRA2 HYPK JAGN1 KLF10 KLHL42 L1CAM LAIR1 LAS1L LRWD1 LY96 MAF MAP3K2 MAP4K1 MAP7D1 MEF2C METTL23 MGA MIF MIOS MRPL32 MRPL39 MRTO4 MSH2 MTARC2 MTHFD1 NDUFA12 NDUFAF4 NDUFB5 NEK3 NELFB NEMF NFIX NLK NME7 NMI NRBF2 NRF1 NUDC NUDT1 ODC1 OTUD5 PAIP2 PANK4 PARK7 PHF6 PIGF PLPP6 PLXNB2 PPIE PPRC1 PREX1 PSMA4 PSME2 PURA PUS1 PUS3 PYCARD RAB10 RBM22 RBM41 RCL1 RELB RNF114 RPS10 RPS16 RPS25 RPS27 RPS9 RRAD RRP15 RRP7A RTRAF RWDD1 SACS SEPTIN2 SH3GLB1 SIRT7 SLC39A4 SLC44A2 SLFN13 SMIM15 SMIM20 SNX33 SON SORBS1 SPPL3 SPRY2 SSH2 SSR2 SSTR4 STARD10 STK10 TACC1 TAP2 TBC1D10C TCF25 TCOF1 TEFM TEX10 THUMPD1 TIA1 TNFRSF18 TNFRSF25 TOGARAM1 TOMM22 TRAP1 TRIM28 TRIM44 TTC14 TWF1 TXNIP UBA3 UROD VPS29 YBX3 ZBTB7A ZC2HC1A ZDHHC15 ZDHHC24 ZNF329 ZNF569 GSE27786_NKCELL_VS_NEUTROPHIL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_NKCELL_VS_NEUTROPHIL_DN ACTL7B ACVR1C ADIPOR1 ADIPOR2 AGFG1 AJM1 AMOTL2 AQP12A ARHGAP30 ARHGAP42 ARL2BP ARMC3 ARMC7 ARPC1B ARPC2 ATP6V1C2 ATP8A2 BANK1 BASP1 BIN3 BOC C10orf90 C21orf58 C5orf47 CA10 CACNG4 CASK CBLN2 CCBE1 CCDC126 CCDC153 CCDC62 CCN3 CCNDBP1 CCSER1 CDC42EP5 CDKN2A CDX4 CFAP119 CHRM3 CLEC2L CLVS2 COX19 CPEB2 CRTC3 CRY1 D2HGDH DCAF12 DCTN3 DMTN DVL1 E2F8 EDNRA EML2 EMP3 ENPP2 FA2H FBXL19 FBXO3 FBXO42 FDFT1 FDPS FGF21 FTMT FUT7 GALE GALNS GALR2 GAPDHS GGNBP2 GINM1 GNMT GP1BA GP9 GPR83 GREM2 GRIK2 GSX2 HACD4 HCK HIPK2 HLX HOXD4 HOXD9 ICAM5 INPP5K ITPRIPL2 JPH3 JPH4 KCND1 KDM6B KLHL2 KLHL40 KLK10 LDHD LMAN2L LRRC72 LRRC8D MBD2 MCF2L ME3 MED13L MFSD4A MIEF2 MINAR2 MINDY3 MUC4 MYMK MYO3A NBEAL2 NDUFA1 NDUFA8 NFASC NGFR NISCH NPY NR1H2 NR3C1 OSBPL7 OSM PALM PDE6H PIGU PITHD1 PIWIL2 PLEKHA2 PLEKHG3 PLK2 PNPLA7 PPOX PPP1R3C PPP2CB PPP4R4 PRC1 PRCD RAB11B RAB24 RAB3GAP2 RAD52 RAD54B RANBP9 RDH11 RGCC RIGI RINL RNF125 RNF24 RP2 SALL3 SEMA3G SF3B2 SFMBT2 SIGLEC10 SIT1 SLC17A9 SLC22A13 SLC22A14 SLC28A2 SLC37A3 SLCO3A1 SLITRK6 SMARCA1 SOX12 SPI1 SS18L2 SSC4D SSC5D STK26 STK40 STMP1 STRA8 STRADB SYPL1 SYT11 TAT TCIM TDRD7 TEAD1 TEX35 TFAP2A THSD4 TIAM1 TKFC TMC5 TMEM104 TMX4 TRAPPC2L TTC32 TTLL3 UFD1 UGDH USP47 VAV3 VILL ZG16 ZMYM2 ZNF516 ZNHIT1 ZNRF1 ZXDC GSE27786_NKCELL_VS_NEUTROPHIL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_NKCELL_VS_NEUTROPHIL_UP AARSD1 ACAD9 ACADVL ADSL ANO3 AQR ARL4D ASXL2 B3GNT5 BCLAF1 BHLHE40 BLTP2 BUD23 C10orf88 C12orf57 C2orf88 CAMK2B CAPZA2 CCT6A CD3G CD5L CDC16 CDC5L CITED4 CKB CMKLR1 CMYA5 CNDP2 CTCF DCUN1D2 DDC DDHD1 DDI2 DDX24 DDX59 DHX30 DIS3L DNA2 DPH5 DRG2 DTWD1 DUSP12 DUSP2 DZANK1 EHD3 EMC4 EMG1 ERCC5 ETV6 EXOSC1 EXT1 EXT2 FBXL17 FBXO32 FCF1 FDX1 FEN1 FPGT FUS G3BP1 GAB2 GABARAPL1 GANAB GGA2 GLRX5 GLTP GNL2 GNPNAT1 GTF2F2 GUSB H2BC3 HES1 HIKESHI HPS3 IL6ST ILRUN IMP4 IPP ITGA2 ITK JAGN1 JAK3 KCNJ8 KMT2E MAN1A2 MBNL1 MDC1 MECR METTL1 METTL3 MFSD5 MFSD8 MRM1 MRPL12 MRPL37 MRTFB MTARC2 MTHFR MTMR4 NAAA NAB2 NDUFA9 NDUFAF4 NDUFS7 NFKBIE NIFK NIP7 NMT1 NRARP NSMCE3 NSMCE4A NSUN4 NUP214 OAT PARP9 PDGFB PDLIM1 PDXK PFKL PGPEP1 PHB1 PI4KA PIK3R1 PKIB PLBD2 PLEKHA6 POLR3K POMGNT1 PPA2 PPFIA1 PPM1G PPM1K PPP1R7 PRDM1 PRKCQ PSAP PSMB10 PSMC5 PSME2 PTK2B PTPN6 PYCARD PYCR3 RAB14 RCBTB2 REEP5 RFC5 RHEBL1 RNASEH2A RPS27L RPUSD2 RPUSD4 RRP36 RRP7A SAAL1 SAP130 SAT1 SCD SCFD2 SESN3 SH3BGRL SLC15A4 SLC35A4 SLC35B1 SLC44A2 SLFN13 SMARCA5 SNX2 SPRY2 SRSF7 SSTR4 STARD10 STIP1 STK10 TBCCD1 TCF25 TF TFB2M TMCC3 TMEM129 TMEM238 TMEM68 TRIM27 TRIM44 TRMT1 TTC39C UBXN2A UCK1 USP12 ZC2HC1A ZC3H13 ZDHHC21 ZFP90 ZMIZ2 ZNF260 ZNF322 ZNF569 ZNF841 ZPR1 ZSWIM7 GSE27786_NKCELL_VS_NKTCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_NKCELL_VS_NKTCELL_DN A1CF ADAMTS16 ADI1 ADRA2C AFP AKAP1 ANKRD40 ANTKMT ANTXR2 ARHGEF4 ARL2BP ARMC7 ARMCX4 ATOH8 ATP1B1 ATP5F1A C11orf52 C1orf56 C21orf58 C22orf39 CAVIN4 CCDC191 CCDC82 CD226 CD247 CD38 CDH10 CDK5RAP2 CENPV CFAP251 CFL1 CHD3 CIPC CLEC2L CMSS1 CRACD CRTAM CXXC5 CYP4F2 DCTN6 DGKI DHX33 DMRT3 DNAH8 DNAJC1 DNM1L DTNBP1 EARS2 EEF1D EIF3B EIF3G EIF3I EMX2 EPB41L3 EREG ERICH2 ETNK1 EXOC4 F2R FAM133B FAM162A FAM172A FAM8A1 FGD5 FOCAD FSTL1 FXN G2E3 GABRR2 GMDS GPR15 GPR183 HACD3 HAS1 HK1 HMGXB3 HOXD9 HSPB1 IKZF1 IL20RA INSM1 IPO8 KCTD15 KIF27 KRT27 LANCL1 LEPR LONRF3 LRRC28 MAGEB5 MAPK8IP2 MBOAT1 MED12 MEF2B METTL17 MFHAS1 MFN2 MIF MLLT6 MRI1 MRPS6 MSH2 MTHFD1 MYCT1 MZT2B NDUFA12 NGFR NLK NLRC5 NOB1 NOL9 NOP56 NR1I2 NSMCE1 NSUN2 NTRK3 NUDT6 PCNT PDCD2 PDE1A PDK1 PDLIM2 PES1 PHGDH PIWIL1 PLAA PM20D1 POLE POLR1B POLR3E PPCS PPM1B PPM1J PPP5C PRKAR2A RCBTB1 REV1 RGS8 RMND5B RNF14 RPL36 RPP14 RRP15 RRP9 RRS1 SCAF1 SDHA SEPTIN1 SESN3 SHMT1 SIKE1 SLC20A1 SLC25A3 SLC39A14 SLC51A SLC5A6 SMC4 SMG1 STON1 SV2C TAS1R2 TBCEL TBRG1 TCF7 TEX13B TEX47 TFAP4 TGIF2 THEMIS TMEM104 TMEM128 TMEM131L TMEM177 TMEM200A TNFRSF18 TNFSF8 TNRC6C TP53 TRIM37 TTC28 TXNDC2 TYSND1 UBR1 UBXN11 URI1 USP7 VIRMA VWCE WDR43 WDR6 ZC3H4 ZEB1 ZFP2 ZNF251 ZNF48 ZNF512B ZNF622 ZNF697 GSE27786_NKCELL_VS_NKTCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_NKCELL_VS_NKTCELL_UP ABCD1 ABHD12 ACLY ACSS1 ADGRE5 ADIPOR1 AGL AK2 ANAPC10 ANLN ANO3 AP3D1 ARF1 ARL13B ATG3 ATG7 ATOX1 ATP9B ATRNL1 BET1 BLOC1S2 BNIP2 C14orf93 CA2 CAMK1 CAMKK2 CAPZA1 CASP3 CBR3 CD2AP CHD9 CHID1 CHML CMKLR1 CMPK1 CRYAB CSRP2 CTNNA1 CUZD1 CYBA CYP51A1 DCTN4 DDX17 DENND6A DHRS1 DHRS3 DHRS4 DHX58 DIAPH3 DSTYK DUSP22 DUSP5 DYNLT1 E2F7 EBI3 EDEM3 EEF1AKMT1 EIF1 EML6 EXT1 F13A1 F5 FAM20C FAR1 FNDC3B FRS3 FYB1 GATM GINM1 GNB4 GOLGA7 GSDMD HDAC5 HLA-DMA HMGCL HOMEZ HSD17B12 IGHM IKBIP IRAK4 IRF2 ITGB5 ITPRIPL2 JARID2 KLHL2 KLHL30 KPNA4 LANCL2 LAPTM5 LIMS4 LMAN2L LTBR MAP1LC3A MAP1LC3B MAP3K3 MAP4K3 MAP7D1 MBNL2 MCCC2 MCTP1 MIA2 MINDY1 MKNK1 MS4A2 MSN MTHFR MYO1C NCR1 NEK7 NFIC NFKBIZ NFXL1 NIN NMT1 NOTCH2 NUDT13 ORMDL2 OSBPL1A OSBPL8 P4HB PKIB PLD4 PNP POR PPP2R5A PPT2 PRAM1 PRDX1 PRDX4 PRF1 PRIMPOL PRKAB2 PSAP PTGIR PTPN1 PTPN11 PTPRC RAD51AP1 RALB RAP1B RASGRP2 RASSF8 REL RENBP RGS19 RNASE2 RNF19B RNF217 RPS6KA2 RWDD2A SCARB1 SCD SERPINB1 SH3BGRL3 SLAMF9 SLC15A4 SLC31A2 SMC6 SNX13 SNX9 SOCS6 SORT1 SOWAHC SOX4 SPP1 ST8SIA4 STARD5 STK10 STK35 STK38 STT3A STYK1 SUMF1 TBC1D31 TFEB TFG TGFBR1 TM9SF4 TMEM167B TMEM176B TMEM179B TMEM38B TMEM50B TMPO TNS3 TNS4 TRIB1 TXN USP45 VAMP3 VPS26A VPS9D1 WASF2 YTHDF3 YWHAG YWHAZ ZBTB18 ZDHHC9 ZNF326 ZNF839 GSE27786_NKTCELL_VS_ERYTHROBLAST_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_NKTCELL_VS_ERYTHROBLAST_DN ABCA3 ABRAXAS1 ACKR4 ACOX2 ADGRB1 ADRB3 AGMAT ALDH1L1 AMIGO1 ANXA8 ARHGAP19 ARRDC4 B3GNT7 BBS10 BIRC7 BOK BTG3 C11orf24 C1QL2 C1orf112 C21orf62 CCDC3 CDH22 CDK5R2 CELA2A CELF6 CFAP418 CITED4 CNIH2 CNTLN COL4A1 COL6A3 CORO2B CST9L DCAF10 DCAF8 DHFR DHX32 DHX58 DIXDC1 DNAJC10 DNM1 DOC2B DUOX1 DYRK1A EIF2AK1 EPHX3 EPN3 EXT1 FAM110C FAM169A FAM170B FAM222A FBLIM1 FBLN2 FBXO16 FBXO34 FDPS FEZF1 FGF7 FHL5 FLRT2 FSCN1 FXYD2 GAL3ST4 GARIN5A GAS1 GFRA1 GHRHR GNA11 GPIHBP1 GPR87 GRIA2 GRIK5 GSDMC GSTCD GUCD1 GULP1 HAND1 HHIP HNF1B HS6ST2 ICAM5 IGFBPL1 IL1R1 IL36A INS IQGAP3 JPH4 KANSL1L KCND2 KCNK4 KCTD20 KIAA1958 KIF20B KIF23 KIF27 KLF17 KRTAP4-11 LBX1 LGI3 LOXL3 LRRC56 MAMLD1 MARCHF10 MARCHF3 MAVS MDM1 MED13L MEMO1 MESP2 METTL13 METTL27 MFAP4 MIIP MMRN2 MPP3 MRO MROH2B MUC4 MYEF2 NDC80 NFXL1 NID1 NPTX1 NPY NR2F1 NRAP NRF1 NUP85 PCNT PENK PGM5 PHACTR4 PLA1A PLPPR3 PMFBP1 PML PPM1D PRICKLE2 PRL PTPRG PXMP2 PXT1 RAD54B RGS6 RNASE6 RNF123 RNF141 RNF19A SCYL2 SEMA4G SERTAD3 SESTD1 SHC1 SLC16A11 SLC16A12 SLC26A3 SLC30A10 SLC30A9 SLC7A9 SLK SMAD6 SMTN SNAP91 SPACA4 SPATA17 SPINK4 SPNS3 STARD10 STK11 STOML2 STX2 SYNPO2 TBC1D21 TEAD4 TFCP2 THBS4 TIAM1 TMEM132C TMEM92 TNFRSF12A TNP1 TRIB1 TRIM46 TRIM59 TSSK3 TWIST2 UBE2E2 UROC1 USP6NL VANGL2 VCAN VSNL1 WDR55 WDR62 WDR76 WIPI1 WIPI2 YAP1 GSE27786_NKTCELL_VS_ERYTHROBLAST_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_NKTCELL_VS_ERYTHROBLAST_UP AAMDC ABHD12 ACP3 ACYP1 ADAM9 ADGRL3 AEBP2 AK2 ALKBH1 ALKBH3 ANG AP3B1 API5 ARID3B ARPC5L ASS1 AVPI1 BBS12 BBS9 BCL6 BIN1 C19orf25 C3 CALHM2 CANT1 CAPG CAPNS1 CCDC102A CCDC117 CCDC43 CDK13 CLDN12 CLDND1 CMSS1 CNBP COASY COG3 COX17 CPEB2 CPNE1 CSNK1D CSNK1E DCUN1D2 DDOST DDX28 DDX3X DHX9 DNAH8 DNLZ DUSP7 ECE1 EFL1 EGR1 EIF3K ENOX2 EXOC1 EXOSC4 EXT2 FAM120B FAM204A FAM53A FBXO25 FBXO6 FDXR FEM1C FKBP4 FOXN2 GADL1 GALNS GLB1 GM2A GNPDA2 GOSR2 GRK5 GSTO1 HACD3 HNRNPH1 HNRNPU ICMT IER5 IFT27 IGFLR1 IMP4 IRF2BPL ITGAX ITPRIPL2 JUNB KCNJ8 KDM2B KDM5B KHDRBS1 KMT2D LSM14B LYPD6B LYPLA1 MAP3K3 MBTPS2 MDP1 MECR MED28 MFSD1 MGA MNT MPHOSPH10 MRPL36 MRPL42 MRPS25 MSRB2 MYO9B NCBP2AS2 NDUFS3 NDUFS4 NDUFS7 NDUFV2 NEDD4L NHLRC3 NKAPD1 NMT2 NOP56 OBI1 OLFM1 OPA1 ORC4 OSBPL5 OSBPL7 OSTM1 P2RX4 PACRGL PGGT1B PHF2 PHF21A PHF23 PHF6 PIP4P2 PLSCR1 POGLUT2 PRKCSH PRPF6 PSMA4 PSMB4 RGS1 RNF44 RSRC1 RUVBL2 S1PR1 SEPHS2 SIRT2 SIRT7 SLC30A6 SLMAP SMAD7 SNTB2 SPO11 STAMBPL1 STK39 STX16 SURF1 TARS1 TBC1D14 TCF25 THADA THEMIS TMEM120A TMEM168 TNIP2 TOGARAM1 TOR3A TPCN2 TRAF3IP3 TREML2 TRIM13 TRIM14 TRIM45 TRIT1 TTC5 TUG1 TXNDC17 UBAC2 VCPKMT VIPR1 VSIG10 WDR47 WDR77 WDR89 ZBTB24 ZC3H13 ZC3H7A ZDHHC4 ZFP36 ZFP90 ZHX2 ZKSCAN3 ZMIZ1 ZMYM4 ZNF319 ZNF518A ZNF606 ZNF707 ZNF771 GSE27786_NKTCELL_VS_MONO_MAC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_NKTCELL_VS_MONO_MAC_DN ABCC4 ABCD3 ACOX2 ACTG2 AGTPBP1 AMOTL2 AMPD2 ANAPC2 ANXA2 APIP ARF1 ARHGEF26 ASPHD1 ATAD5 BAZ1B BCAR3 BOC BRCA1 C14orf93 C1orf68 C3AR1 C4orf46 CABLES2 CACNA1G CACNG2 CAMK2A CASP3 CD300C CDH10 CDK11B CDK2 CDKN1A CHEK2 CHRNA5 CKAP2L CLEC10A CMTM7 COPZ1 COQ8B CPEB4 CPT2 CRAT CUEDC2 CYFIP1 CYP1B1 CYP4A22 DCLRE1A DOCK7 DPY19L4 DSTYK EGFL7 ELF3 ENTPD3 ERCC6L ERLIN2 EXOC3L4 FANCB FBXO3 FHIP1B FHOD3 FLOT1 FLT3 FOXD4L1 FOXI1 FOXP3 GARIN5A GDF11 GEMIN7 GGA2 GMFG GPR146 GRB10 GUCA1A HAUS8 HEBP2 HMMR HNRNPLL HOXA5 HRH4 HSPA4L HTRA2 IQGAP1 IQGAP3 ISCA2 ITGB2 ITPRIPL2 JUNB KCNG2 KCNK12 KIF20A KIF5B KLF10 KLHL2 KNTC1 LIN9 LPGAT1 LRRC8D MAN2B1 MID1IP1 MLEC MOAP1 MORC3 MSRB2 MST1R MYL1 MYL4 N4BP1 NAA60 NAP1L2 NCAPG2 NDC80 NDUFS5 NETO2 NHERF4 NIPA1 NKX2-6 NRDC OAZ1 OAZ2 OLIG3 OPTN OR4E2 OXT PARD3B PELI2 PGAM1 PIGN PKD2 PLP1 PLXNB2 POC1A POPDC2 PPP2CB PRC1 PRELID3B PRKCD PRSS55 PTGR2 RAB20 RAB7A RABIF RADIL RASSF2 RBKS RBMXL2 RBP7 RNASE1 RPUSD1 SCMH1 SCP2 SDHD SLC36A4 SLC41A3 SLC8A2 SLC8B1 SLC9A1 SLK SMAD2 SORD SPC24 SPHK2 SPOP SRSF9 SS18L1 SSU72 ST8SIA6 STRADB STXBP5 SUN2 TAL2 TAX1BP3 TBC1D31 TDRD7 TFEB TFPI2 TLR1 TLX2 TMEM158 TMEM269 TMEM79 TNFRSF1A TPPP3 TRAK2 TRPM2 TUBA8 TWF2 UBL3 UBTD1 UPP1 UTS2R VASP VAT1L VIPR2 VPS13B VPS26A VPS9D1 WIPI1 ZDHHC4 ZNF608 ZNF687 GSE27786_NKTCELL_VS_MONO_MAC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_NKTCELL_VS_MONO_MAC_UP ACADVL ACO2 ADCY5 ADGRE5 ADI1 AGA AIMP1 AKNA ALKBH7 ANAPC1 ANKRD44 AP1AR APOOL APPL2 AQP2 ARFGAP2 ARHGAP18 ARHGAP30 ARHGAP45 ARHGDIA ARL2 ARPC5L ATG13 ATPAF1 BABAM1 BCLAF1 BEND3 BIN1 BRD2 C17orf75 CACYBP CAVIN4 CCT6A CDH8 CDK13 CDK8 CHD8 CHORDC1 CMSS1 CNBP CNDP2 COPS2 COX17 COX18 CSTF2 DDX24 DDX39B DDX54 DESI2 DHPS DMAC1 EARS2 ECE1 EIF3A EPS8L1 FRA10AC1 G3BP2 GCSH GMDS GMPPA GPATCH1 GPATCH8 GPR68 GRAMD1B GSE1 HARBI1 HARS1 HAUS3 HNRNPA3 HOOK1 HSPE1 HUWE1 IDH3B INPP5B INTS1 IPO11 IPO4 IPO5 ITGB3BP ITPK1 ITPR2 JPT1 KDM4D LAP3 LAPTM5 LRIF1 LYPD6B LYST MANF MED12 METTL13 METTL5 MEX3B MGA MLH1 MOS MOSMO MRPS34 MSI2 MTHFD1L MYEF2 MYO1E NDUFS3 NELFB NEMF NGLY1 NME7 NONO NUDCD1 NUP85 ORC4 ORC5 OSBPL5 PATJ PDCD10 PFAS PINK1 PJA1 PLEKHF1 POLR1H PPP2R2A PRKAR1A PRKCSH PRORP PRPF19 PRPSAP1 PTGR3 PTTG1 RAB10 RBMS2 RNF145 RNF165 RPL23 RPL27 RPS16 RPUSD4 RRM2B RRP9 RTN4RL1 SACS SARS1 SCAI SEMA3A SF3A3 SFMBT2 SIX6 SLC20A1 SLC22A5 SLC2A8 SMC5 SNHG6 SNRNP48 SNX4 SORBS1 SPRY2 STIP1 STRAP STT3A SUCLG2 SYS1 TAF4B TAP1 TCHP TFB2M THADA THAP12 THEMIS TIMM10 TIMM13 TMEM69 TMEM70 TRIM35 TSHZ1 TSPAN32 TSPAN4 TTC30B TTC39B TUBB3 TVP23B UBE3A UBN2 UQCC6 VIRMA VPS39 VWCE WRNIP1 XAF1 XPO6 XRCC5 YARS1 YIPF5 YY1 ZBTB45 ZBTB7A ZBTB8A ZC3HAV1 ZMAT2 ZMYND8 ZNF707 ZNRD2 GSE27786_NKTCELL_VS_NEUTROPHIL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_NKTCELL_VS_NEUTROPHIL_DN ABCD1 ACADM ACOX2 ADAM28 ADAMTS5 ADIPOR2 AGTPBP1 AKT2 AQP9 ARHGAP19 ARID3B ARL3 ARMC3 ARMCX6 ARPC1A ASPHD1 ATG2A ATP11B ATP6V1C2 AURKA B4GALNT4 BMP10 BRD9 C22orf23 CACNG4 CAPNS1 CAPZB CCDC88C CDC14A CHM CHRM3 CHSY3 CITED1 CLN3 CMTM7 COX19 CPA5 CPEB2 CSMD3 CST3 CYP2C18 DCLRE1A DNAAF9 DNMT3L DOC2A DOCK1 EIF4E3 ELOVL1 ENPP2 EPHA2 ERLIN2 F10 FAT3 FBXL19 FBXO3 FDFT1 FOXN2 FZD7 GADD45B GALNS GALNT9 GCK GLIPR1 GOT1L1 GPD2 GPR146 GPRC5C GREM2 H2AX HCLS1 HERPUD2 HNRNPLL HPN HPS5 HSD17B7 HSPBAP1 IFT57 IGLC7 IL1RAP INCENP IQSEC1 KCNC2 KCND1 KCTD10 KLC3 KLF7 KLHL12 KRT80 LDB2 LDLRAP1 LGALS9B LPCAT1 MAEA MAP3K20 MAP3K3 MCEE MDM2 MSN MYL3 MYL7 NAAA NCOA6 NFASC NKAIN1 NR1H2 NRP1 OSBPL7 P2RY13 PABIR1 PCYT1A PELI2 PITHD1 PLP1 PPOX PPP2CB PPP2R5A PRC1 PRELID3B PRKAB1 PRSS45P PRSS50 PRSS55 PTH2 PTPN1 PTS RAB14 RAB3GAP2 RAD51D RAF1 RAP1B RASGRP2 RFLNA RGCC RGS6 RIOX1 RIT1 RSAD2 SALL3 SCAMP2 SCN1A SEMA3G SERF2 SERPINF1 SHC1 SLC16A6 SLC30A2 SLC7A11 SMIM7 SNED1 SOCS3 SORBS3 SORD SSC4D STARD5 STAT3 STK32B STK4 STRADB STRN3 STS STXBP5 SUSD1 SUSD3 TAF12 TAT TEKT5 TFEB TIAM2 TMC4 TMEM100 TMEM165 TMEM30A TMEM50A TMEM63A TMX3 TNFRSF1A TP53INP1 TRAK2 TRAPPC11 TRAPPC5 TRAPPC6B TRPM2 TST TSTD2 TTLL3 UBL5 UFD1 ULK1 VN1R5 VPS13B VPS13D VPS4B WNT9B XBP1 YPEL5 ZDHHC4 ZFAND5 ZNF236 ZNF516 ZNF652 GSE27786_NKTCELL_VS_NEUTROPHIL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27786_NKTCELL_VS_NEUTROPHIL_UP ADGRE5 ADI1 ADSL AEBP2 AKIP1 ALKBH1 ANAPC10 ARF6 ARHGAP18 ASXL2 ATP10A ATPAF1 AVPI1 BAX BEND3 BLTP2 BMAL1 BORCS5 BSCL2 C10orf88 CCDC86 CCSER2 CCT6A CEP68 CHORDC1 CHST14 CKB CNDP2 COA5 COPS3 COX4I1 CRYBG1 CUL1 DBP DCAF1 DCAF5 DCUN1D2 DDX24 DDX28 DDX59 DMRT3 DRG2 DUSP12 ECE1 ECSIT EEF1E1 EIF4H ENTPD6 ERCC5 FAM86B2 FAM98A FNBP4 FRA10AC1 GALNT1 GDPGP1 GMPPA GNB1L GNL2 HOOK1 IL21R ILF2 INPP5B IPO5 ITGA2 ITGB3BP JAK2 KDM4D KDSR KIAA1671-AS1 KNOP1 LAX1 LCMT2 LINC01160 LRRC42 LRRC72 LSM7 LUC7L3 LZTFL1 MAN1A2 MAP4K1 MBOAT1 MDN1 MDP1 MECR MED28 METTL15 MRE11 MRPL15 MRPL2 MRPL41 MTA3 MTCP1 MVB12A MX2 MYEF2 MYO1E NDUFAF8 NENF NFATC1 NLK NMI NOL12 NPC2 NSMCE4A NUP155 NUP214 NXPE3 ODC1 PABIR2 PARP2 PARP9 PATJ PCNT PDHB PFKL PHB1 PHF6 PJA1 PML POGLUT2 POLD2 PPA2 PPFIA1 PPIL2 PPP1R7 PPP2R2A PRORP PRPF39 PRPSAP1 PSIP1 PTCH1 PTPN4 RBBP4 RBM14 RCBTB1 RCBTB2 RCC1L REV3L RFC5 RFX5 RGS1 RITA1 RLIM RNF220 RPTOR RRP9 RTN4RL1 S1PR1 SAR1A SART1 SATB1 SCFD2 SEPTIN6 SETDB2 SF3A3 SLC30A1 SLC35A4 SMARCA5 SNRPB2 SNRPF SOCS2 SPRYD4 ST13 STARD10 TAF4B TAP1 TARS2 TAS1R2 TBC1D17 TBCCD1 TBL1X TCF25 TENT5A THADA THAP7 TIMM22 TMEM135 TMEM177 TMEM39B TMEM70 TNFAIP3 TNFSF10 TSKS TXN2 UBE3A UBR1 UQCC6 VEZF1 VPS41 YBX1 ZBTB8A ZC3HAV1 ZDHHC21 ZFP90 ZKSCAN3 ZMYM4 ZNF598 ZNF692 ZNF708 ZNF777 GSE27859_CD11C_INT_F480_HI_MACROPHAGE_VS_CD11C_ING_F480_INT_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27859_CD11C_INT_F480_HI_MACROPHAGE_VS_CD11C_ING_F480_INT_DC_DN ABI1 ADAM8 ADAMTSL5 AFF4 AK3 AKAP8L ALKBH4 ALOX12B ANKIB1 ANKRA2 AP3M2 APAF1 APCS ARHGAP1 ARHGAP18 ARPC1B ARRB1 ARSA ART4 ATP1B4 BAZ2A BPIFB1 BSCL2 BTBD3 BTG2 C3orf38 C5 CASP6 CAV3 CAVIN4 CBLN3 CCNG2 CCNI CCNL2 CD52 CD53 CDC42SE2 CHD8 CHDH CHIC2 CLCN4 CMPK1 CNPPD1 COL18A1 COL6A2 COLQ COPRS CORO1B CRLF1 CRLF2 CSPP1 CTSA CTSD CUL9 CXCR4 CYBRD1 DAPP1 DCAF11 DOK1 DUSP2 DVL2 ECI2 EDNRB EGLN2 EGLN3 EPCAM EZH1 FAM117B FAM241B FBXW2 FERMT3 FN3K FYCO1 GALNT10 GBP4 GCM2 GJA4 GMFG GOLPH3L GPX3 GRAMD1A HCST HIP1R HLTF IL16 IL24 IL4 IL4R ILK ING4 INSM2 JAK1 JUP KCTD12 LASP1 LIME1 LIMS2 LRP1 MAP1LC3B MAP3K3 MAP4K2 MAPK8IP3 MBTPS1 MIDN MRPL9 MRTFA MTA3 NIPBL NISCH NR1I2 OAZ2 OGA P2RX5 PACS1 PCDHB6 PCMTD2 PDE4B PDHA2 PDLIM2 PGS1 PHF8 PI4KA PITPNM1 PIWIL2 PLAAT3 PLEKHF1 PNRC1 PPOX PPP6C PPT1 PRDM1 PRKCH PTPN18 PTS RAB4A RANBP10 RAP1GDS1 RAP2A RBM39 RIOK3 RNF19B RNF20 RNF208 RNH1 RPL19 RPL27 RPS16 RPS9 RREB1 RSRP1 SAT1 SCG5 SDCBP2 SDF4 SEC62 SELENOV SELENOW SHARPIN SIRT7 SLA2 SLC15A2 SLC2A3 SLC37A3 SLC38A4 SLC51A SMPDL3A SNN SORL1 SOX14 SP4 STX5 SYT1 TAOK3 TBC1D15 TEP1 TGFBR2 TGM2 THY1 TK2 TMEM123 TMEM229B TMLHE TMPRSS3 TSPO UBL3 UFC1 UQCRHL USP17L2 VAMP1 WAS WASHC1 WDFY1 WDR13 YAP1 YPEL3 ZC3H7A ZMYM3 ZNF276 ZNF644 ZNRF1 GSE27859_CD11C_INT_F480_HI_MACROPHAGE_VS_CD11C_ING_F480_INT_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27859_CD11C_INT_F480_HI_MACROPHAGE_VS_CD11C_ING_F480_INT_DC_UP ADAL AGAP2 AGL AHSA1 ALDH18A1 ALG12 ANKFY1 ANKRD26 APBA1 ARHGAP45 ARL11 ARL4C ARRB1 ATP1A3 BAIAP2 BLOC1S3 BTRC C2CD2L C3AR1 CAMK2G CCDC32 CCR1 CD300LB CD52 CD84 CD93 CDK20 CDKN2AIPNL CEACAM1 CLEC11A CLINT1 CNNM2 COQ10A CORO1C CPPED1 CTDP1 CTDSP2 DCAF17 DHRS1 DNASE1L1 DPYSL2 DUSP18 EI24 EXTL2 F2RL2 FADD FAM117A FAM32A FAM53A FANCE FBF1 FBLIM1 FCGR3A FES FLI1 GBA2 GCNT1 GET1 GJA5 GLE1 GNE GNPNAT1 GPR146 GPR55 GRAMD2B GUK1 H2BC21 HEMK1 IL6R ING3 INPP5K INTS3 KAT6B KBTBD3 KLHDC2 KSR1 LAMP1 LMAN2 LPAR5 LPAR6 LPCAT1 LRRC8A MAF1 MARCHF3 MBD5 MED15 MGAT1 MKNK2 MKS1 MLH1 MOB1A MRPL27 MRPL36 MRPS27 MSH3 MSL3 MTX2 MVB12B NAA60 NDST1 NDUFA1 NLK NT5C2 OPHN1 OSBPL2 OTUD3 P2RX7 PACC1 PAQR7 PAQR8 PDE4DIP PDP1 PFKFB2 PIGN PIP4P2 PLEKHO1 PLXDC2 PMS2 POLE3 PPIL1 PPP2R3A PRMT5 PTGS1 QPCTL RAB23 RAB24 RARA RASA3 RELT RETREG2 RGS14 RGS18 RNF115 SCAP SEC11A SELENOF SH2B1 SH3GLB2 SLC12A9 SLC25A14 SLC25A24 SLC29A3 SLC36A1 SMYD4 SNX29 SNX30 SOAT1 SPECC1 SRD5A3 STEAP3 SUSD3 SYNJ2 TAB1 TADA2A TAL1 TBC1D14 TEX261 THAP6 TIAM1 TMEM104 TMEM14C TMEM175 TMEM19 TNS4 TPCN1 TRAPPC1 TREM2 TRIM65 TUBA1A TXNDC5 TXNIP UBR7 UQCC3 WDR5B XDH XPOT XXYLT1 ZDHHC14 GSE27859_DC_VS_CD11C_INT_F480_HI_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27859_DC_VS_CD11C_INT_F480_HI_MACROPHAGE_DN ABHD5 ABL2 ACAA2 ACAP3 ACD ADGRL2 ADIPOR1 ALDH1L1 ALDH9A1 AMDHD2 ANAPC10 ANO6 ANP32E AP4E1 ARPP19 ATP5IF1 ATP6V0D2 ATXN10 AURKAIP1 BANK1 BLVRA C1QBP C2CD2L CALM3 CAMK1 CAMK2D CATSPERD CCT2 CD24 CDC14B CDC34 CDH18 CENPN CENPP CES2 CGGBP1 CLASP1 CLN6 COPZ2 CTPS1 CUTA DAP3 DCUN1D4 DHRS3 DIP2A DOCK5 DOLPP1 EIF3H EIF4EBP2 ELMO1 ELMO2 EMC2 ETHE1 EXOSC5 FBXO36 FBXO5 FGD4 FIGNL1 FKTN FLOT1 GET3 GFI1B GNL3L GPR137B HACD1 HMGB1 HMGN2 HSPA9 IL18 INPP5A KYAT3 LPCAT3 MAN2A1 MAOA MAP1LC3A MAST3 MATR3 MBNL3 MGAT4B MREG MRI1 MRPL39 MRPL41 MST1 MYO5A MYO6 NAPEPLD NCKAP5L NEK6 NLN NR2F6 NRG4 NSUN3 OSBPL7 PAK1IP1 PDXK PEX10 PHF3 PIGM PITRM1 PLIN3 PMPCA POLH PPARG PPP1R7 PRMT7 PSAT1 PTPN12 PURB RAB1B RASSF5 RNF4 RPL29 RPL35A RPP40 RPS6KB1 SAMD5 SAMM50 SEC24A SFT2D1 SFXN1 SGCB SIKE1 SLC16A9 SLC22A18 SLC25A36 SLC35C2 SLC41A3 SMC4 SNX15 SORD SORT1 SPAG11B SPCS2 SPP1 SPSB2 SSU72 SUCLG2 SUPT20H SVIP TARS1 TCEAL9 TCF7L2 TERF2 TMEM141 TMEM205 TMEM38B TMX3 TOMM20 TSPAN14 TSPAN32 TTC7A TUBGCP2 UBFD1 UCHL3 VEGFB WWP1 ZHX1 GSE27859_DC_VS_CD11C_INT_F480_HI_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27859_DC_VS_CD11C_INT_F480_HI_MACROPHAGE_UP ABHD10 ABHD8 ACY3 ADA AHCTF1 AKR1B1 ALYREF ANAPC13 ANKMY2 AP4S1 ATM ATP10A ATP5MC3 BEX3 BRCA2 BTF3L4 C1QBP C2orf76 C8orf76 C9orf40 CAND1 CASP4 CDCA7L CDK1 CLNS1A CLUH COQ6 CPOX CPSF7 CREBZF DDX39A DEK DIAPH2 DIS3 DLST DNAJA1 DNAJC2 DNAJC27 DPH5 DPP3 DRAP1 DTYMK DYNLL2 E2F6 E2F8 EFCAB14 EFR3A EIF3L EIF4ENIF1 ERCC6L EWSR1 EXO1 FANCI FBXO45 FER FGF21 FHL2 FIG4 FTSJ3 GCLC GCLM GNL3 GTF3C4 GTPBP1 GYPC HARS1 HEATR1 HMGB1 HNRNPDL HSPBP1 HTATSF1 HTT HYPK IFI27L2 IL18BP KAT2A KHDRBS1 KRAS KRT17 KTI12 LPGAT1 LRRC20 LRRC8C MAGOH MAN2A1 MCM5 MCM7 MED28 MIS18A MKLN1 MLC1 MLH1 MOGS MORC3 MRPL33 MRRF MTFR2 MTRR MYO5A NAF1 NDUFS8 NEFH NFATC2IP NFKBIZ NHP2 NOLC1 NOP56 NRP1 NT5C3B NUP37 NUP85 NUP93 NUTF2 ORC2 PABPC4 PARP2 PCBD2 PCLAF PDCD10 PDE12 PDS5A PEX11B PHIP PIAS2 PIGP PINX1 PITPNA PLA2G2E PNO1 PNP POGLUT1 POLL PPP2CA PPP2R5D PRDX1 PRMT3 PRPS1 PRPS2 PSIP1 PSMA7 PSMC4 PTEN PTGER4 PTGES3 PTPN11 PTPN20 PTPN9 PUS7 RAI2 RAN RBCK1 RDX RIF1 RIOX1 RNPS1 RPAP3 RPL31 RPL7L1 RRN3 RSL24D1 RTP4 SAP18 SAP30L SARNP SCAF11 SELP SF1 SF3A2 SFT2D1 SGF29 SLAMF1 SLBP SMARCA5 SNRPA1 SNRPG SP2 SPC25 SRSF10 SSBP1 SSNA1 TEKT1 TEX43 TFDP1 TMEM14C TMPRSS5 TPR TRIAP1 TRIM34 TRIP13 TSR2 U2SURP UBE2G1 UBE2J1 UBE2K USP10 WDR43 WDR75 WDSUB1 WRAP53 ZCCHC3 GSE27859_DC_VS_CD11C_INT_F480_INT_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27859_DC_VS_CD11C_INT_F480_INT_DC_DN AATF ABHD10 ABHD8 ABI3BP ACO2 AHCTF1 ALYREF ANKRD28 ASB15 ASTE1 ATP10A ATP13A1 ATP5MK BAZ1B BRCA2 BYSL C1QBP CAD CAND1 CBL CBX3 CCN3 CCT3 CD200 CDK1 CDK4 CENPB CFD CLNS1A CMTM6 CNOT9 COPG2 COQ6 COX6C CPSF1 CTDP1 DGCR2 DHX15 DIABLO DIS3 DLST DPH5 DTYMK DYNLL2 EEF1AKMT1 EIF4A3 EIF4ENIF1 ENPP3 ERCC6L EXO1 FABP5 FANCA FGF13 FIG4 FOXP1 FUT8 GALNT11 GFER GINS1 GNL3 GPS1 GSPT1 GTF3C5 GUSB GYPC HBP1 HEATR1 HEATR5B HEXD HNRNPC HNRNPU HSF1 IFI27L2 KAT2A KCTD17 KRAS LAMP1 LRRC8C MAFK MAGOH MAPK6 MCM4 MCM7 MECP2 MIF MIS18A MKLN1 MMD MMS22L MOGS MOV10 MRPL16 MRPL20 MTF2 MTRES1 MTREX MTX1 MYH8 MYO5A NAF1 NDUFS8 NEFH NFKBIZ NHP2 NINJ2 NOL12 NOLC1 NSUN2 NUP188 NUP37 NUP85 NUP93 NUTF2 ORC2 PABPC4 PARP2 PCBD2 PCGF6 PCNA PHB1 PLK1 PM20D1 POLE3 POLR2B POLR2K POLR3G POT1 PPIA PPIH PPP3CB PRKRIP1 PRMT3 PRMT7 PRPS1 PSIP1 PSMB3 PSMB6 PSMC1 PSMD14 PSMD3 PSPC1 PTEN PTPN9 PTPRS PUF60 RAN RBM8A RBMXL1 RCL1 RDH13 RECQL RNF126 RNF38 RPP40 SAMM50 SAP18 SEPTIN7 SERF1A SF3A2 SH3BP2 SLAMF6 SLC44A1 SLC7A6 SMC2 SMIM12 SMO SNRPA1 SNRPC SNX10 SPC25 SRSF9 SSRP1 STXBP6 STYX SYCE2 TADA2A TAF6L TBRG4 TFDP1 TMEM109 TMEM183A TNFSF9 TNK2 TPCN1 TRAP1 TRIP13 TUBB TXK TYSND1 UBAP2 UBE2K UTP18 UTP25 WDHD1 WDR43 WEE1 YWHAQ ZCCHC3 ZNF326 ZWILCH GSE27859_DC_VS_CD11C_INT_F480_INT_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27859_DC_VS_CD11C_INT_F480_INT_DC_UP ACAA1 ACSBG1 ADAM8 ADAM9 AFF4 ANKS3 AOPEP APAF1 APLP1 ATOSB BAZ2A BCKDHA BMPR1A BSCL2 C3orf38 CACFD1 CBR1 CCDC28A CD53 CHST12 CILK1 CLDN2 CMIP CNPPD1 CPLX1 CTSD CYBC1 CYP11A1 CYP1A1 CYP2F1 DCAF15 DCTN4 DERL1 DNM1 DOK1 DRC3 DUSP16 DVL2 DYM ECI2 EEIG1 EFEMP2 EGLN2 EIF3F ELMO2 EPAS1 FAM117B FAM210B FAM98C FBXO28 FCGR2A FOXO1 GABARAPL2 GALNT10 GJD2 GNA13 GNPTAB GPX3 GSTK1 HIF3A HMG20A HOXC6 IDH1 IL16 IL4R INTS6L IRF6 ITGA3 ITGAL JARID2 JUNB KLF7 KLKB1 KRT1 KRTCAP3 LIMD1 LIMS2 LPXN MAF1 MAGI3 MALAT1 MAN1A2 MAP1LC3A MED12 MESP2 METRNL MGLL MGMT MINK1 MOB2 MYO1F NABP1 NDRG4 NEK8 NIPBL NMB NME5 NR1H3 NSF NUDT16 OAZ2 OGA OIT3 OS9 P3H4 PAN2 PARP4 PAXBP1 PDCD4 PDE1C PDE4B PDE6H PDGFB PEDS1 PERP PGS1 PI4KA PLBD1 POLM PRDM1 PRKACA PRKN PTPN18 PTPN2 RAB4A RABGAP1 RAC2 RANBP10 RANBP9 RAP2A RBM39 RFXANK RIOK3 RNF19A RNF20 RPL22 RPL38 RPS16 RPS21 RPS27 RUNX3 SDR42E1 SELENOV SEMA4F SERPINE1 SEZ6L SGMS1 SH3BGR SIRT2 SLC13A3 SLC17A2 SLC25A20 SLC25A51 SLC2A8 SLC35F5 SLC37A3 SLK SMIM14 SMPD1 SNAP25 SNCAIP SRI SRSF5 STAT3 STAT5A STK26 STX5 SUCLG1 TARBP2 TBX6 TBXAS1 TEP1 THY1 TLE1 TLR4 TMC4 TMEM234 TMEM40 TMLHE TMPRSS3 TNFRSF9 TPRA1 TRHR TSPAN2 TSPAN5 TYK2 UBALD2 UBL5 USE1 VAT1 VAV1 WAC XPA YPEL5 ZBTB7A ZFP91 ZKSCAN1 ZNF358 ZNF790 ZSCAN2 GSE27859_MACROPHAGE_VS_CD11C_INT_F480_HI_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27859_MACROPHAGE_VS_CD11C_INT_F480_HI_MACROPHAGE_DN ACOT2 ADIPOR1 ADIPOR2 AGFG2 AGL AKAP1 ALDH18A1 AMD1 ANAPC13 ANGPTL2 AP1M1 ARHGAP45 ARL8B ATP6V0A1 ATP6V0D2 BAG4 BLOC1S3 BRK1 C19orf48P C22orf39 C2CD2L CAMK2G CCDC167 CD300LB CD93 CDK19 CDK20 CDPF1 CEACAM1 CERK CHEK2 COQ9 CORO1C CSGALNACT2 CTDSP2 CTNS CYTH4 DAP DCAF7 DHRS1 DNAJC9 DUSP18 DUSP7 ECH1 EIF2B1 EIF4EBP2 ELOF1 ELOVL5 EMILIN2 EXOSC5 FADS1 FAM168B FAM216A FAM227A FAM32A FAM53A FANCE FBXL6 FBXO31 FBXO32 FRG2B GAPT GCSH GPSM3 GPX1 GSN HINT1 HPCAL1 IDH3G IL6R INPP5A INPP5K INTS6L IPCEF1 IRF4 ITPRIPL1 IVD IVNS1ABP KCNN3 KIAA0930 KIAA1522 KLHL21 KLHL6 KMT5C LAT2 LFNG LGALS3 LMAN2 LPAR5 LRRIQ3 MAP2K6 MAP3K3 MAPK3 MARCHF3 MARVELD1 MEAK7 MED18 MED22 MFSD11 MKNK2 MOSPD3 MRI1 MRPL28 MRPL36 MRPL41 NAGK NARS1 NBEAL2 NCBP2AS2 NCF2 NDST1 NEK6 NFIC NLRC3 NMRK1 NPC1 PANK4 PARP1 PCBD2 PDE4DIP PDE7B PDP1 PKN1 PLEKHO1 PLIN3 PMS2 PPP1CA PPP1R12C PTPN7 PYCR3 RAB31 RARA RASGRP3 RELT RIPOR1 RPAIN RPS6KA1 SEC22C SEC24D SFT2D2 SFXN3 SGSM2 SIPA1 SLC17A9 SLC25A51 SLC36A1 SLC43A2 SLC6A6 SMIM12 SMYD4 SNAP47 SNAPC5 SOAT1 SORD SPACA9 SPECC1 ST14 STEAP3 SYNGR1 TAF1A TAFAZZIN TARBP1 TCP11L2 TECR TGM1 TLE5 TMEM154 TMEM214 TMEM64 TMEM65 TPCN1 TPM1 TSPAN14 TSPAN32 TSPAN5 TTC12 TTC7A UAP1L1 UBALD1 USF2 VPS11 WSB2 XBP1 XXYLT1 ZDHHC14 ZDHHC9 ZFAND2A GSE27859_MACROPHAGE_VS_CD11C_INT_F480_HI_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27859_MACROPHAGE_VS_CD11C_INT_F480_HI_MACROPHAGE_UP ABL2 ACTN1 ADORA2B ANAPC10 APBB1IP APPBP2 ARF4 ATF3 ATOH1 BDP1 C16orf89 CAV1 CCDC88B CCNL1 CD44 CD69 CEMIP2 CENPH COP1 CPEB4 CRK CRLF3 CRY1 CTPS1 DAAM1 DLD DOCK5 DUSP16 DYRK2 EEIG2 EHD1 ETF1 EXT1 FBRS FBXL3 FGFRL1 FOXN2 FOXP4 G3BP1 GADD45B GBP3 GBP5 GCA GFI1 GGCT GPD2 GRAMD1A GSPT1 GSR HEATR6 HINFP ICOSLG IFI16 IKBKE IL23A ING1 IRAK2 IRF1 KCNG3 KDM6B KPNA3 LARP4B LCP2 LZTFL1 MALT1 MAN2A1 MAP2K4 MAP3K8 MAPK8 MARCKSL1 MCTP1 METTL6 MFSD14B MIR130B MIR222 MITF MMADHC MRPL32 MST1 MTDH MX1 MYO6 NAA25 NCK1 NFKB1 NFKBIA NFKBIE NLRC4 NLRP3 NOD1 NOD2 NR1H3 NR6A1 NRF1 NRG4 PAK1IP1 PARP14 PARP8 PCGF3 PDE1B PDE4B PELI1 PGPEP1 PHLDA1 PIK3AP1 PLAGL2 PLEK PLEKHO2 PMPCA PPARG PPP1R15A PPP1R15B PPP6C PRPF40A PSMD11 PTF1A PTP4A1 PTPN12 PTPN23 PWP1 RAB11FIP1 RAB12 RAB38 RASA4 RBM7 RCL1 RDH11 RELA RELB REPS1 RFFL RLIM RMDN3 RRS1 SBDS SFXN1 SLA SLC16A10 SLC25A25 SLC30A6 SMCR8 SNX10 SNX18 SORT1 SOWAHC SPATA13 SRI STK3 TANK TASOR2 TCEA1 TENT4A TICAM2 TLK2 TMC2 TMX3 TNF TNFAIP2 TNFSF15 TOMM20 TOR1AIP2 TREML4 TREX1 TRIM13 TRIM75 TRIOBP TSHB TTC39C UBAP1 UBE2J2 VASP VPS37A WDR59 XKR8 YJU2B GSE27859_MACROPHAGE_VS_CD11C_INT_F480_INT_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27859_MACROPHAGE_VS_CD11C_INT_F480_INT_DC_DN ABCC10 ABI3 ADAM12 ADORA3 AIFM1 AK2 AKAP12 ALDH1B1 ANKRD18A ANXA2R-OT1 ARF4 ARHGAP22 ASZ1 ATF5 ATP5F1C ATP5MK ATP6V1B2 ATP8B4 BCAT2 BET1 BLNK C1QBP CAMK1 CCDC34 CCND1 CCNY CD101 CD1A CD1B CD1E CD226 CD84 CD93 CFAP251 CHAF1A CHCHD7 CIR1 CIRBP CLDN1 CLDN6 CLEC10A CLEC1A CLEC5A CLECL1P COA4 COA6 CTPS1 CYREN DCAF4L1 DCUN1D5 DDX39B DPYSL2 DZIP1L EBF2 EIF2B5 EIF4E2 ELP3 ENO1 ETS1 EXT1 FAM120C FAM168B FGF10 FUT8 GART GBP5 GIMAP8 GNL3L GPR132 GPR68 GRB2 HAUS1 HCCS HDLBP HEXIM1 HSPA5 ICAM1 IL16 IL1R2 IL21 INPP4A ISOC2 ISY1 ISYNA1 ITGA11 JAG1 KPNA2 L3MBTL2 LANCL2 LAPTM4B LCAL1 LRRC8B LSM1 MAGEB16 MAGOHB MANF MATCAP1 MCM3 MCOLN2 METTL17 MFSD14B MIR516B1 MRFAP1 MRPL30 MRPL4 MRPS14 MTCH2 MTCL1 MTHFD1 NDUFA6 NDUFS1 NDUFV2 NET1 NIPA2 NLRP3 NOL9 NRDE2 NSUN2 NUDT3 NUDT5 NUP88 NUP93 OR5B2 OSGEP PANK2 PARM1 PARP1 PCDHB2 PDIA6 PIK3R3 PIP4K2B PIP5K1A PLEKHB2 PMFBP1 PPIH PPM1F PRKY PRMT7 PRPF4 PSMA1 PSMC1 PSMC5 PTGER4 PTPRJ RAB30 RAB31 RAB35 RALB RAN RAPH1 RASSF2 RBM11 RBSN REEP1 RNF4 RPP14 RUVBL1 SCN9A SERPINB1 SFMBT1 SHC3 SHCBP1 SHQ1 SIGLEC5 SLC11A2 SLC16A1 SLC25A15 SLC41A2 SLC9A9 SNORD116-18 SRPRB SRSF2 STS SYNE1 SYNJ2 TATDN2 TBC1D1 TDGF1 TIFA TMX4 TNC TNFSF8 TPM3 TPRG1 TRAF3IP3 TRAP1 TRMU TSPAN7 TTK TXLNB UBAP2L UMPS UQCC1 VCAM1 WNT5A XRCC6 ZDHHC13 ZNF491 ZNF502 GSE27859_MACROPHAGE_VS_CD11C_INT_F480_INT_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27859_MACROPHAGE_VS_CD11C_INT_F480_INT_DC_UP ACP3 ACSL4 ADAM15 AGTRAP AK4 ALPK1 ANKRD27 ANPEP ANTXR1 ANTXR2 ATOX1 ATP1A3 B3GNT5 BLNK BLOC1S3 BMP2K BPTF BRAP CAMSAP2 CAMTA2 CASD1 CASP7 CCDC116 CCR4 CD14 CD52 CD86 CDK20 CDKN2AIPNL CEACAM18 CLIC4 CLINT1 CMTM6 CPNE2 CRTC1 CSF1 CSF2RBP1 CST7 CYB561D1 DAP DCLRE1B DCP1A DHRS1 DLL4 DNLZ ECT2L EFR3A EIPR1 EME2 EML4 ETV6 FBXO46 FLNB FOXP4 GABRA6 GALNT2 GATA2 GJA5 GPR18 GRAMD2B H1-10 HCST HDC HEMK1 HIPK3 HS1BP3 HS3ST3A1 HS3ST3B1 IFITM1 IGF1R IKBKB IL10RA IL12A IQSEC2 IRF5 IRF8 ITCH ITGB1 JAK2 KCNG2 KCNK13 KICS2 KREMEN1 KSR1 LEMD2 LHFPL6 LIPE LRRC8A LTB4R MACROH2A2 MAG MAP2K6 MDH2 MED13 MIR155 MIR539 MOB1A MPZL1 MVP NAA60 NCF4 NDUFA1 NFATC2 NOTUM OPRK1 OTOP1 OTUD5 PALLD PARL PDGFRB PIK3R3 PLA1A PLEKHG2 PLXDC2 POU2F3 PPBP PPP1R12A PPP1R13B PPP3R2 PPP4R2 PROCR PROKR1 PRRG1 PSME1 PTAFR RAB30 RABEP2 RAPGEF2 RBPJ RCL1 RGS12 RNF111 RNF115 RNF144A SCIN SCNN1G SDF2L1 SEC11A SEC23B SENP1 SLAMF1 SLAMF8 SLC12A4 SMOX SPECC1 SS18 SSR3 STAG1 STAT4 STX11 SYNGR1 TAL1 TANC1 TCF3 TES TLN2 TMEM168 TMEM176B TMEM50B TMTC2 TNFRSF9 TPBG TRAF2 TWSG1 TXNIP UACA USP4 VCAN VDAC1 VWDE ZFHX3 GSE27859_MACROPHAGE_VS_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27859_MACROPHAGE_VS_DC_DN ABHD5 ACADVL ACP5 ACSL1 ADAMTSL4 AGPAT2 AGPAT4 AICDA ALDH8A1 ANKK1 ANKRD42 APH1B APOC1 ARAP1 ARHGAP24 ATN1 AURKC BSCL2 BSX BTBD2 C6 C6orf47 CABLES1 CALML3 CBX7 CCDC38 CD68 CD9 CEBPB CEP72 CHRM5 CHRNG CLCNKB CLIP4 CLN3 CNPY3 CPD CPT1A CRIPT CTSD CYGB CYP27A1 CYTH1 DAG1 DCP1B DET1 DHRS7C DMBX1 DND1 DSG4 EGLN2 EMID1 ENTREP3 FAM89A FAM9B FBXO46 FGF17 FRS3 FTH1 FTH1P5 GARIN1B GJD4 GNAS GNRH2 GPC1 GRIN3B H2AC12 HAPLN2 HCAR3 HDHD3 HMGB3P1 HMGN2P18 HMGN4 HSD17B14 HTR3E ICAM2 IGSF9B IL10RB IL20RB IMPA2 INF2 KCNA7 KCNC4 KCNJ5 KIF1B KLHDC7A KLHDC8B KLHL33 KLHL35 KMT2D LCE3B LDB3 LGALS3 LGI4 LINC02913 LRPAP1 LTA4H LTB LYSMD1 LZTS3 MADCAM1 MECP2 MFHAS1 MGST1 MIR191 MIR31 MORC2-AS1 NIPSNAP3B NKAPL NPFFR2 NPHP4 NR1H3 NRF1 NRIP2 OR4D6 OR52K2 OR8I2 PARP15 PCDHB3 PCOLCE2 PDK4 PELI3 PHF24 PKLR PKNOX2 PLIN2 PLVAP POLR1HASP PON1 POU5F2 PPP1R15B PXDN RAD51B RAPGEFL1 RBM14 RBP1 RGL3 RNF149 RPP25 RPRML RSPH3 SCARNA8 SCCPDH SCN1A SEPTIN3 SERINC2 SETD5 SGCE SHANK3 SIK2 SIK3 SIRT2 SKP1 SLC12A6 SLC14A2 SLC25A18 SLC27A1 SLC31A2 SLC39A11 SLC8B1 SMARCD3 SNX27 SNX29P2 STMN1 SVIL TAF4 TAFA2 TANC2 TBC1D9 TMEM74 TMEM79 TNRC6C TRH TRIM25 TRMT112 TSPAN16 TSPAN3 TTLL8 UBE2R2 UBXN11 UNC5CL USP49 UTS2R VEGFB WBP1L WFDC3 WFDC5 WIZ ZAR1L ZBTB34 ZBTB47 ZDHHC8 ZDHHC8BP ZFAND6 ZFYVE26 ZNF630 GSE27859_MACROPHAGE_VS_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27859_MACROPHAGE_VS_DC_UP ABCC5 ABL2 ACOT7 ADORA2B AMY1A ARRDC4 ATF3 ATP2A2 B3GNT5 CALCRL CASP7 CCDC88B CCL3 CCNL1 CCR4 CCR9 CD69 CEMIP2 CENPT CERS3 CERS6 CFLAR CPEB4 CRLF3 CSF3R CWC15 CXCL9 CYFIP1 DAAM1 DCBLD2 DENR DLD DR1 DSTN DYRK2 EIF1 EIF2S1 ELAVL4 EME2 ETV6 F10 FBXW11 FOXP4 GABPB1 GBP2 GBP5 GCA GPD2 GSPT1 GTF2F1 HCK HIVEP1 HIVEP2 HSPA13 IFI16 IFNAR1 IGSF6 IKBKB IKBKE IL27 IL36A INTS12 IRAK2 IRF1 ITGAV JAM2 KCNH5 KPNA3 KREMEN1 LCE1B LCP2 LDHC LPAR2 LSM11 MALT1 MAP3K8 MAPKAPK2 MARCKSL1 MCOLN2 MED10 MEFV MFSD14B MIR130B MIR222 MOCS1 NFAT5 NFKB1 NFKBIE NFYB NLRC4 NLRP3 NOD2 OTUD5 PABIR1 PARP14 PHGDH PIK3AP1 PLA1A PLEKHO2 PLK2 PNP PPP1R15B PPP2R2A PPP3R2 PRDM1 PTAFR RAB12 RAB20 RAB32 RAB38 RAB5A RAN RAPGEF2 RBM7 RCL1 RCN1 RDH11 RFFL RHBDF2 RNF144A RNF31 RPS6KA4 SDC4 SEC23B SERPINE1 SH3TC1 SLAMF1 SLC12A4 SLC15A3 SLC39A1 SLC44A1 SLCO3A1 SMCR8 SNX10 SPATA5L1 SPRED1 ST3GAL3 STARD5 STIP1 STXBP1 SUCO SUSD2 TAGAP TANC1 TANK TAP2 TARM1 TBK1 TCEA1 TDGF1 TET2 TFG TGM2 TMED7 TMX3 TNF TNFAIP6 TNIP3 TPBG TRAF1 TRAF2 TREX1 TRIP13 VASP VCAN VPS37A YJU2B YRDC GSE27896_HDAC6_KO_VS_WT_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27896_HDAC6_KO_VS_WT_TREG_DN AGPAT2 ALDH2 ALYREF AMD1 AMER3 ANGPT1 ANKRD45 ANXA2 ARAP3 ARHGAP39 ARL6 ARL6IP5 ARSA ATP6V1G3 B3GNT2 BCAP29 BCCIP BCKDK BLOC1S1 BYSL CAMK2D CCDC141 CCDC32 CCN2 CCR4 CCR8 CCT8 CDCA7 CDH1 CHL1 CHSY1 CKB CKS1B CLIC4 CLNS1A CMAHP CMC1 COMMD10 COPS7A CXCL12 CYB5B DAP DCAF12L1 DGCR6 DIPK1B DLD DNAJC9 DTWD1 EFTUD2 EID1 EIF2AK2 EMX2 ENPP5 EPCAM ERFE EXOSC9 EXTL2 FADS6 FDFT1 FGR FHL3 FSHR GAR1 GAS8 GATA3 GET1 GNAQ GRN HDAC5 HERC3 HMGCS1 HSD17B4 HSD17B7 IL17RB IL34 INSIG1 ITGB3 ITIH5 ITM2A IVD KCTD7 KDM4D KLHDC1 KMO LDLR LMO2 LPXN MACROD1 MAFA MALT1 MCUB MFN1 MKRN2 MPC1 MRPL36 MSMO1 MTG1 MX1 NAAA NIPSNAP1 NIT2 NME4 NPHP4 NPL NPY NSMCE1 NUDCD2 NUP107 OSGEP P2RY14 PARP2 PCYT1A PEX3 PFN4 PNO1 PPT1 PRODH PSMD14 PTGER4 PTGR2 PTS PWP1 RAPGEF3 RFC1 RFC3 RIDA RIGI RIOK2 RNF130 RNF182 RPL10A RPL9 RPP14 RRAGA RTN4IP1 SCAMP1 SCTR SELENOF SEMA4G SESN3 SGSM2 SH3BP2 SH3BP5 SLC22A16 SLC39A11 SPATS2 SPNS3 STOM TLCD2 TM7SF3 TMEM41B TMEM67 TNFSF10 TOMM40L TRAF1 TRIM13 TSC22D1 TSPAN2 TTC30B UCHL3 UTP3 WDR35 XAF1 XYLT2 ZBTB7B GSE27896_HDAC6_KO_VS_WT_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE27896_HDAC6_KO_VS_WT_TREG_UP ABCA3 ABI1 ABTB2 ABTB3 ADCY1 ADCY7 AGFG1 APLP2 ARHGAP17 ARHGEF18 ARHGEF2 ARID1B ARRB1 ATG16L2 ATP1B1 ATP2B1 ATP9A ATXN7 BAIAP2 BRD2 C1orf94 CAMK1G CAMKK1 CBLB CCL4 CD247 CD99L2 CNTNAP1 COG1 COG3 CREB1 DAP3 DLX4 DUSP6 EFL1 ELK4 ELL EPHX1 ESYT2 ETV3 EYA2 FAR1 FOXN2 GABPA GALNT4 GARRE1 GEM GFI1 GIT2 GOLGA4 GPATCH2L GPR83 H6PD HDAC10 HEATR6 HECW2 HIVEP2 HOMER1 HSPA4L IKZF1 IKZF3 IL12RB1 IL17RA IL21R IL27RA INPP4A INPP5D ITGA10 ITPKB IVNS1ABP IZUMO1R JUP KAT2B KCNA2 KDM2B KDM7A KIF13B KMT2E LDHB LEAP2 LRCH1 LRRC72 LRRFIP1 LTB MAP3K8 MARF1 MAU2 MAX MED17 MEX3C MIER3 MYB MYO9A MYOF NCOA1 NHERF1 NLRC3 NR1D2 NR2C2 NSUN4 OTUD5 P3H4 PAK2 PAPOLA PARP3 PATZ1 PDE11A PEAK1 PFKP PKNOX1 PLCG1 PLEC PODXL2 POLG PPP6R1 PPRC1 PRDM15 PREP PRKCD PRKCH PRR14 PSD4 PTGR3 PTPN6 PTPRA PUM1 RAMP1 RHBDL1 RNF169 S100A11 SAFB SCAF8 SEPTIN6 SETX SFT2D1 SIPA1 SLC41A1 SLC7A6 SLCO4A1 SNRK SNX25 SOCS1 SPATA13 SPRED1 SPRY2 SS18L1 ST13 STK4 STRN SUN2 SYNE3 TAOK3 TBC1D20 TCF7 TGIF1 THOC2 TNFRSF1A TOMM34 TOX TRIB2 TSC22D4 TSHZ1 TTC17 TUBGCP4 UHRF2 USP36 UTRN VAV1 VGLL4 WDR26 XPO7 XPR1 ZBTB10 ZC3H12A ZHX2 ZSWIM4 GSE28130_ACTIVATED_VS_INDUCEED_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE28130_ACTIVATED_VS_INDUCEED_TREG_DN ABCB8 ABCB9 ABI1 ACACA ADORA2A AGT ALDH1B1 ALDH1L1 ALDH3B1 AMELX ANK1 AP3B2 APOB APPBP2 ARFGEF2 ARHGEF17 ARHGEF2 ARMCX2 ARSL ASTN2 ATP2C2 ATP6V1G2 B3GAT2 BARD1 BPHL BRSK2 C14orf132 C2CD2 CACNA1D CADM3-AS1 CALCR CAMK2B CCL1 CCND1 CCNO CCR9 CDK2 CDT1 CEACAM5 CEP43 CNTN1 COQ7 COX6A2 CPB2 CRLF3 CRX CXCL2 CXCL3 CXCL9 DACH1 DAPK2 DCC DCK DDIT4 DDX6 DENND2B DFFB DKK4 DMBT1 DMTN DMXL2 DNAJB12 DUSP5 E2F1 EHMT2 ENTREP3 EPB41L1 ERBB2 FAM50B FCGR2B FMO6P FOXM1 FUT6 GJB1 GNA12 GNRH1 GP2 GPC1 GPNMB GPR182 GPR31 GPR37L1 GRIK5 GSS GSTA4 GTF2H2 H3C4 HADH HAO1 HGF HMOX1 HOPX HOXB2 HOXB7 HS2ST1 HTR2C HYAL3 ICOS IFI30 IFNA8 IGF2 IGHV3OR16-13 IL13RA1 IL6R INPP5A IRF6 IRF7 IVD KALRN KCND2 KCNH1 KLK11 KLK2 KLRA1P LAMA3 LCN1 LEFTY2 LGALS4 LHX2 LIG1 LINC00588 LINC01565 LOXL1 MFAP5 MMP12 MN1 MUC1 MVK NDUFA6 NDUFB7 NISCH NPHP4 NPY6R NRTN NTRK2 NTS OR2F1 OS9 P2RX5 PCCB PDE4C PER1 PLK4 PLS1 PNPLA4 POP7 PPP1R3C PRKAB2 PTGS1 PTPRU PVR PXN R3HDM1 RAP1GAP REM1 RFPL1 RFPL3S RNASEH2B RNF8 RPUSD2 RREB1 RUNX2 SDS SEL1L3 SEMA6C SLC35B1 SLC5A2 SLC5A4 SMPD2 SMPDL3B SPEF1 STC1 STMN2 STX11 TCEA2 TEC TFF2 TGIF1 TLX1 TLX2 TMEFF1 TMPRSS2 TNFRSF1B TNFSF9 TNNC1 TNNT1 TSHB TSPO UNC13A UPK1B VPS41 WDR13 WNT8B XRCC4 ZBTB5 ZNF20 GSE28130_ACTIVATED_VS_INDUCEED_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE28130_ACTIVATED_VS_INDUCEED_TREG_UP ABAT ABHD5 ACD ACP2 ADAM17 ADCY8 ADH7 ADTRP ALB ANGEL2 ANKRD7 APCS ARAF ARFGAP2 ART3 ASAP2 ASMT ATRNL1 BCAS2 BCAT2 BCL2L11 BEAN1 BTF3P11 BTF3P12 CALCB CAPN2 CASK CASP1 CCL3 CCL4 CCR5 CD101 CD47 CD58 CD8A CD8B CHST10 CNGA3 CNTN5 CNTNAP2 CRTAM CTCF CTNNA2 CXCL5 CYP7A1 DLC1 DYNLT1 DZIP3 ELAVL4 ELK3 ENDOD1 ERC2-IT1 EVI2A EVI2B F13B F3 FLT1 FOSL2 GC GFI1 GINS1 GIT2 GPR183 GPS2 GPX7 GRK3 GSTO1 GUCY1A2 H2AZ2 HBEGF HCFC1 HMGB3 HPCA HSPA4L IFRD1 IGKV1D-13 IGSF3 IL10 IL10RA IL1RN IL5RA IMMT JUN KCNA1 KCNN3 KHDRBS1 KHDRBS3 KIAA1549L KLRG1 KRT34 LCP2 LCT LPIN2 LPXN LRCH1 LRRN3 LSM1 MAGEA12 MAML3 MAP3K14 MED13 MEOX2 MNAT1 MYBL2 MYBPH MYC N4BP2L2-IT2 NDRG4 NDUFA7 NDUFB5 NFATC3 NFIL3 NME6 NRDC NUP58 OSBPL8 P2RY14 PALLD PATJ PEX2 PGAM2 PLA2G4A PON3 PPP2R3A PPP4R1 PRKX PTPRE PTPRN2 RAB40B RABGGTB RABIF RAD23A RANBP2 RANBP6 RASAL2 RBPJ RECQL4 REEP5 RGS16 RHOQ RNASE2CP RNF144A RPS12 RSAD2 RYK S100A11 S1PR1 SAA4 SELL SEMA3D SEMG1 SERPINC1 SI SIRPB1 SLA SLC12A5 SLC26A3 SLC2A2 SLC39A8 SLC4A7 SMARCC2 SMPDL3A SNRPB SOCS1 SPINT2 SREBF2 SRP19 ST6GAL1 ST8SIA5 STARD8 STRN SULF1 SV2C TBC1D2B TCF4 TDGF1 TEX30 TGM3 TJP3 TMEM131L TMPRSS15 TP53BP2 TPD52L1 TRIB2 UPP1 USP2 VCAN WASF3 WIF1 WRN YWHAE ZCCHC14 ZFP36L1 ZFP69B ZFR2 ZNF208 ZNF460 GSE28237_EARLY_VS_LATE_GC_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE28237_EARLY_VS_LATE_GC_BCELL_DN ABR ABTB2 ACP3 ACSS2 ADSL AGTRAP AHCYL1 AIP AK3 ALKBH4 ANGPT1 ANXA2 APCDD1 APOBEC3B AQR ARHGEF7 ARMC7 ASPDH ATP10A ATP13A1 ATP6V0B B3GAT3 BCL7B BHLHE40 C4orf36 CAST CCDC97 CCM2 CD48 CDK16 CHPF CHSY1 CPLANE2 CPT2 CROCC CSF1R DAPK2 DDX18 DDX23 DGKZ DIAPH2 DNAJC1 DPH1 DSP DUS3L EN1 EPC1 EVL FAM124B FBXW4 FCGR2A FLII FOXI1 G0S2 GALNT6 GFUS GLIPR1 GNMT GRAMD1A GZMB HECTD3 HOXA2 HSD17B4 ICA1 IGKC INSM2 INSYN2B KCNAB2 KCNJ8 KCTD4 KDM1A KDM3B KIAA2013 KLF12 KLHL4 KLRK1 LAMTOR1 LIMD1 LIMK1 LRP10 LZTR1 MAGEL2 MAP2K7 MAP4K1 MAPKAPK5 MED13L METTL3 MGAT5 MIA3 MINDY2 MPP1 MRPL30 MSS51 MYH8 MYH9 MYO18B MYO1G MYORG NAPSA NCBP2AS2 NEU2 NFE2L2 NHERF1 NIBAN2 NLK NR4A2 NSFL1C OTUD5 PARP3 PBXIP1 PEA15 PEAR1 PHF21A PHPT1 PHYKPL PIGO PKP4 PLCE1 PLCL1 PLCL2 PLEC PNPLA2 POGK PPA2 PPM1J PPP1R11 PREX1 PREX2 PRKAB1 PRODH2 PRR12 PRR14 PSD2 PSME2 PTPRCAP PUM3 PUS3 RAB3GAP2 RDH14 REPS1 RHOC RING1 RIOK1 RNF217 RNF6 RNPEPL1 RPL12 RPL23 RPL23A RPL39 RPRD2 RPS27 RRBP1 SACM1L SAFB SASH3 SCN1A SELENOP SEMA4A SERF2 SLC12A4 SLC16A6 SLC35A2 SMIM14 SNX15 SPEN SRPRA SSBP1 STAT6 SUPT20H SURF1 SVBP TAPBP TAX1BP3 TBC1D10C TBRG1 TCF3 TECR THOC1 TJP2 TMEM222 TMEM86B TMEM87A TNFRSF17 TNK2 TPD52L2 TRAPPC12 TSPO TTC26 TTC39B UBXN4 VASP VSIR WASF2 WASHC2A XRN2 YTHDF1 YWHAB ZFAND3 ZNF319 GSE28237_EARLY_VS_LATE_GC_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE28237_EARLY_VS_LATE_GC_BCELL_UP ABHD10 ABHD14B ACOT1 AGPS AGXT2 AKAP1 APAF1 ARFIP1 ARL15 ARMC3 ARPP21 ATL2 ATP6V0A1 ATP6V1H ATP7B B4GALT4 BAZ2B BIK BIRC7 BMP15 BMPR1A C14orf28 C9orf72 CALN1 CAND1 CATSPER1 CCDC77 CCDC89 CDC5L CDH3 CDK8 CER1 CES4A CHAT CHD9 CHRNA1 CIART CLDN18 COL5A2 CPLX4 CPNE2 CTNNBIP1 CTRB2 CYB561 CYP17A1 CYP46A1 DAB2 DCTN4 DDX4 DGKH DKK4 DMRT3 DNAJB6 DOLPP1 DUOX1 DYNC2I1 EEF1AKMT2 EFR3B EPS15 FABP2 FAM111A FAM91A1 FASTKD5 FAT4 FBXO16 FGA FHOD1 FKBP1B FLVCR2 FNBP1L FOXA3 FOXB1 FRMPD3 FSTL3 FZD8 GABRR2 GARIN2 GASK1B GATA5 GDF5 GFPT1 GLMN GPR101 HCFC2 HIC2 HOXD10 HPCA HS6ST3 HTR7 HUS1 IBTK IFT81 IGFBP2 IGFBP3 IGFBP5 IREB2 KCNC2 KCNJ14 KCTD13 KLC2 LATS1 MAGEB16 MBTPS2 MDFI MIOS MMP16 MS4A13 MSLN MST1R MTFR2 MYCT1 MYO1D NOL3 NOP58 NOTCH3 NPAS1 NR2F1 NRL OCSTAMP OR5P3 PAPSS2 PAQR8 PCDHB6 PCOLCE PDE10A PLA2G10 PLEKHG1 POLR2M POMC PPIP5K2 PROM2 PRRT3 PTHLH PYM1 RAB26 RABGGTB RAD51B RASD2 RGS18 RNF180 RNF2 RPTOR RTN4RL2 S100G SAMD1 SCARF2 SCRT2 SELENOT SHPK SLAIN2 SLC17A7 SLC22A18 SLC30A4 SLC35E2B SLC39A6 SLC4A1AP SLC5A8 SMTNL2 SPAST SPHKAP SPRN SPRY3 SRP19 SRSF10 STARD13 STPG1 SUCNR1 SUPT3H TARDBP TDRD5 TECTB TEX19 TFRC THADA TMEM50B TNKS2 TPD52 TRDN TRHR TRIB1 TRIM72 TTC30A UHMK1 UMOD USH1C VAPB VNN2 WBP2 WT1 XK XPO7 ZC3H12A ZCCHC12 ZNF169 ZNF474 ZNF483 ZNF597 ZNF878 ZPBP2 ZZZ3 GSE28237_FOLLICULAR_VS_EARLY_GC_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE28237_FOLLICULAR_VS_EARLY_GC_BCELL_DN AARS1 ACACA ACO2 ADSS2 AGPAT5 AGPS AK3 ANP32E AP3S1 API5 ARCN1 ARL6IP4 ARPC5 ARVCF ASPM ATL2 ATP1B3 ATP2A2 ATP4B ATP5PB BCAS2 BRD8 C21orf91 CAMK2N2 CAP2 CASP3 CASP8 CCDC153 CCM2 CCNE2 CCNF CCT7 CD44 CDA CDC123 CDC16 CDC5L CDC6 CDCA5 CDCA7L CENPA CENPP CEP19 CEP55 CHEK1 CHRNA7 CLP1 CNOT9 COPS4 COPZ2 CORO7 CPNE2 CRELD2 CUL1 DCAF12L1 DCTPP1 DDX21 DEK DESI2 DFFB DHRS1 DIRAS1 DMP1 DNAJA2 DUOX1 DYNLT1 DYNLT2 E2F8 ECHDC1 ECT2 EEF1AKMT2 EIF3B EIF5A ENOPH1 EOLA1 ERCC3 F2RL1 FABP5 FUT1 FXR1 FZD5 GADL1 GALNT2 GET1 GLOD4 GPR150 GSTA5 HDGF HMGB2 HRH1 HSCB HSPD1 HTR7 IL22RA2 INTS9 IPP ISYNA1 JAKMIP2 KCNK4 KCNK6 KHDC3L KIF14 KIF20B KPNA2 LAMP1 LRRC59 MARVELD2 MCM7 METRN MRPL16 MRPS9 MTHFD1L MTMR2 NBN NCOA4 NDUFAB1 NGLY1 NLRP14 NMT1 NOP58 NSA2 NSDHL NUDC NUDT2 NUP107 NUP205 NUP50 OPLAH OSBP OTUB2 PABPC1 PBK PCLAF PDE3B PGM2 POLE3 PPT2 PRDM4 PRR11 PSAT1 PSMD12 PSPH PTGR1 PTPN11 PUM3 RAB2A RABGGTB RBMXL1 RELN RERE RGS10 RHOH RNF19A RPS3A RPS6KB1 RRAGC RSL24D1 RUVBL1 SAMM50 SDCBP SEPTIN7 SERHL2 SFT2D2 SHMT1 SLC25A14 SLC25A6 SLC7A3 SLPI SMOC1 SMU1 SNHG3 SPO11 SPRY3 SRSF11 SS18L1 SSR3 STC2 STRN3 STXBP1 SUCLG2 TBL1XR1 TCERG1 TCP1 TECTB TNFAIP8L1 TNKS2 TOP2B TRIM37 TRMT9B TUBA1B UBASH3A UBR7 VAMP3 VOPP1 WDR46 YWHAB ZFAND5 ZFPM2 ZRANB3 ZWILCH GSE28237_FOLLICULAR_VS_EARLY_GC_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE28237_FOLLICULAR_VS_EARLY_GC_BCELL_UP ABCF3 AGO3 ANKFY1 ANPEP APC ARHGEF10 ATP6V0B AVPR1A B3GAT3 B3GNT9 B3GNTL1 BABAM2 BANK1 BIRC2 BOD1L1 BRWD1 BSDC1 BSPRY C15orf61 C19orf48P C1QTNF12 CAPN15 CBFA2T3 CCDC181 CCDC9 CCNT2 CD22 CD40 CD69 CDH22 CELF3 CEP63 CERS4 CFAP161 CFAP251 CHD7 CIB1 CREBZF CYBB CYP2F1 CYP2U1 DAPP1 DCAF17 DHX35 DISP1 DNAH17 DOLK DPM2 DPP6 E2F5 EBF1 EGLN2 ELFN1 ENO4 ERAL1 ETNK1 F11 FAM168A FOXC1 GATA4 GNL2 GP1BB GPCPD1 GRAMD1A GUCY1A2 HAAO HEG1 HEXA HS3ST1 HTATSF1 IMP3 IPO8 KAT8 KIAA1958 KIAA2013 KLC2 KRTAP19-5 KYNU LAMA2 LENG8 LINC00612 LRIG2 LRP6 LRRC74A LUC7L3 MAF1 MARCHF1 MARF1 MAU2 MBD5 MED1 MINDY1 MINDY2 MIX23 MRPL38 MS4A13 MSI2 MTERF3 MTLN MYCBP2 MYH8 NCOR2 NEDD9 NELFB NFE2L2 NLRP10 NXPE3 OSBPL7 OSCP1 OTOG OTUD5 PAF1 PBXIP1 PDCD2 PDE4DIP PFDN5 PGAP1 PHAF1 PID1 PIGP PIK3CA PIK3R1 PKN1 POLR3E POLR3F POU5F2 PPP1R18 PRCP PRR23A PSME2 PTPRCAP PTPRN PUS3 RAB26 RAB6A RBMX RETREG3 REXO4 RFTN2 RLF RNF216 RNPEPL1 RPL18A RPL37A RPS15A RPS19 RPS25 RSRC2 SAFB SAFB2 SCAF8 SCML4 SCYL2 SELENOO SENP8 SFSWAP SGCA SKAP2 SLAMF8 SLC13A1 SLC25A38 SLC38A7 SLC39A7 SMN1 SNHG10 SNORD104 SNX29 SSBP1 ST3GAL1 STAT1 STAT6 STMP1 STOML3 STRN4 TARS1 TBC1D1 TEX264 THBS3 TMEM222 TMEM86B TMOD4 TNRC6A TOMM34 TREML1 TRIM7 TRMT1 TUT4 UBALD2 UBE3C UROS VPS8 WDFY2 ZC3H11A ZFP36L2 ZMAT1 ZNF385C ZNF638 ZNF655 ZPR1 ZUP1 GSE28237_FOLLICULAR_VS_LATE_GC_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE28237_FOLLICULAR_VS_LATE_GC_BCELL_DN ABCB7 ACP3 ADAD1 ARMC7 ARMCX4 ARSB ASPM ATP1B3 ATP5F1C ATP8B2 BECN1 BRD9 C17orf58 C9orf43 CAMK2B CASP8 CBX1 CCNE2 CD160 CD200R1L CD53 CDC14B CDC42BPG CDCA5 CDK6 CEP19 CEP55 CEP76 CHP1 CHST11 CHSY1 CLN3 CLNK CNOT6 COL19A1 COL6A3 CRYBG1 CUL1 DCK DESI2 DNAAF9 DPYSL2 DUSP10 ECI2 EEF2K EMC2 EN1 ENOPH1 F2R FAM120A FAM89B FANCG FNIP2 G6PD GAB2 GALNT2 GALNT3 GALNT6 GAS2L3 GOLM1 GOLPH3L GRM4 GSTM5 GYG1 GZMB HMG20A HMGCR HNRNPUL2 HPRT1 HSD17B4 HSPA4L IGHG1 INTS6L IPO9 IQGAP1 ISL2 ITPK1 KCNAB2 KIF18A LAMTOR1 LHFPL6 LIF LIMS4 LPIN2 LRRC75B MAP1LC3B MARCKSL1 MED30 MEGF9 MORF4L1 MPP1 MRPL44 MVP MYADM NDUFB11 NEFH NLRC5 NOD1 NR4A2 NSDHL OMP OSBPL9 OTULINL PAICS PCLAF PDLIM1 PHACTR3 PIK3CA PIK3CG PLP2 PLSCR4 PPP1CB PPP2R5A PPP2R5E PRDM1 PREX2 PRG4 PRIM2 PRKCH PRPF8 PRR5L PRSS16 PSMB7 PSPH PTGER2 PTPN12 PXYLP1 RAB1A RAB3GAP2 RAB7A RALGAPB RAP1A RAPH1 RASL10A RBBP4 RBBP8 RELN REV3L RGS13 RNF19A RPL23A RPL39 RRM2B SAP30L SEPTIN7 SERPINA4 SET SFT2D2 SIKE1 SLC25A24 SLC25A39 SLC36A4 SMAD1 SMARCC1 SMC2 SMCO3 SMU1 SNAP23 SPATA21 SPRED2 SPRTN SQOR SRI SRP54 STAT6 STC2 STIL STRN STRN3 STX18 SULF2 SUPT5H TCF7 TDRP TEX10 TGFBRAP1 TGIF1 THEMIS THY1 TIMM44 TJP2 TLL1 TMEM109 TMEM131 TMEM176A TOPBP1 TPRG1L TRAK1 TRIM14 TSPAN13 TXNDC17 TXNDC5 UCP2 UQCRB VASP VEGFC WASF2 YTHDF1 YWHAB ZC3H4 GSE28237_FOLLICULAR_VS_LATE_GC_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE28237_FOLLICULAR_VS_LATE_GC_BCELL_UP ACKR3 ADGRF5 ADRA2B AGL AJM1 AKAP6 AKNAD1 ARFGEF1 ARL15 ARL4A ARMC3 ATG2A ATOH8 ATP6V0A1 ATP6V1H AVL9 AVPR1A BAZ2B BRWD1 BTG4 C19orf73 C4orf33 C9orf72 CAB39L CACNA2D1 CAMKMT CARMIL1 CD40 CDK5R1 CDK8 CELF3 CELF5 CES5A CFAP251 CHD9 CHST15 CITED4 CLOCK CMPK2 CNN3 COX7B2 CPLX4 CREBL2 CWF19L1 CYP19A1 CYP2D6 CYP39A1 CYP3A4 DAPP1 DCAF17 DCUN1D1 DGKI DMRT3 DNAI4 DOCK10 DOCK6 DSTYK DTX1 EDARADD ELN FABP12 FAM43A FAR1 FAT3 FBXO16 FGR FZD4 GAS8 GCH1 GHDC GHRH GIP GJA3 GLMN GNS GPR137 GPR35 HDAC9 HEG1 HERC1 HOPX HOXD10 HSD17B7 HYAL3 IGFBP3 IGSF23 IL5RA IST1 ITPR3 JMY KCNMB2 KDM5A KICS2 KRT2 KRTAP17-1 KY LHPP LINGO1 LLCFC1 LMX1B LRP6 MCFD2 MCTP1 MEIOB MEX3A MFSD14B MFSD4B MGA MGAT4A MYLK MYSM1 NDRG1 NFKB2 NLRP14 NRROS NUP133 NUS1 NXPH3 OIT3 OTOR PAK3 PCOLCE PDE10A PDE7A PHLDB1 PIK3IP1 PIP4P1 PKIB PKNOX2 PLA2G6 PLCG1 POMT1 PPARGC1A PPCS PPM1K PROKR2 PRSS50 RABGGTB RBM24 RESP18 RGS18 RGS9BP RIMOC1 RLF RNASE6 RNF44 RPE65 RPL36 RYR3 SDHAF1 SELENOW SERPINE2 SF3B5 SIM1 SLAIN2 SLC6A16 SNHG12 SNX29 SPIRE1 ST6GALNAC5 STAC2 STIMATE STON1 SVIP SYT8 TAFA5 TAL2 TCEA2 TCF4 TEX29 THADA TLE1 TLR1 TLR3 TLX1 TMEM86A TMOD4 TNRC6A TPD52 TREML1 TRIB1 TSPAN14 TTC26 TUSC2 UBXN7 UROS VAMP1 VIL1 VWC2 WIF1 XK YPEL2 ZBED6 ZBP1 ZC3H7A ZDHHC23 ZFPM2 ZMAT1 ZNF638 GSE2826_WT_VS_BTK_KO_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2826_WT_VS_BTK_KO_BCELL_DN AATK ABCC3 ABCG2 ACKR3 ACSL1 ACTN1 ADAM11 ADRA1A AGAP3 AHRR AKR1A1 AKR1B15 AQP8 ARHGAP39 ARRB1 ATP1B1 ATP1B3 ATP6V1A ATP6V1E1 ATP6V1G1 AURKA AXL B3GALT6 BCL2L13 BDKRB1 BDNF C19orf73 CA1 CADM1 CASP3 CCL19 CCL2 CD14 CD160 CELF4 CFP CHMP4B CKB CLEC4A CMBL COL14A1 COL19A1 COMT CORO1C COX5A CPD CPQ CTDP1 CTNND2 CTSB CYSTM1 DAGLB DAPK2 DBNDD2 DHCR24 DMTN DNAJB9 DPYSL3 DYNLL2 ELK4 ENAM ENPEP ENPP1 EPAS1 EPO FECH FHDC1 FLOT1 FLT3 GABBR1 GALNT3 GATA3 GATM GBP7 GINM1 GKAP1 GLRX GNG12 GNRHR GOLIM4 GPAT4 GPD1 GPX1 H3-5 HBB HFE HMOX1 HNRNPLL HOXC6 HP HSD3B7 ICOS IDH2 IGFBP4 IL18 IL1A IL2 INTS7 IRF6 ITK ITM2B ITM2C KHK KLF17 KRT20 LAP3 LEPROT LPL LY6D MAP7D1 MAPK13 MATN2 MGST1 MSX2 NAV1 NBN NCOA4 NES NEUROG1 NFIX NME4 NRSN1 OXSM P4HA1 P4HA2 PALD1 PAM PAQR7 PAX9 PDLIM1 PEA15 PHLDA2 PINK1 PLA2G2C PLAC9 PLXNB2 POSTN PPARG PRDX1 PRKCA PRSS58 PSAP PTER PTGS1 PTPRO RAB3IL1 RASA4 RGL1 RIT1 RNPEP S100A4 S100A5 S100A8 S100A9 SBF2 SC5D SERPINB6 SLC10A6 SLC12A7 SLC25A53 SLC29A1 SLC32A1 SLC44A4 SLC6A4 SLC8A1 SLCO5A1 SOCS2 SOX7 SPIC SPP1 ST3GAL4 SURF4 TENM4 TGFBI TH THBS1 TMEM141 TNFRSF1A TNFRSF21 TNFRSF9 TNNI1 TRAF1 TRAF2 TSPAN4 TUFM TULP1 TXK TYMS TYRO3 UBD UGCG UGP2 VCAM1 VNN2 WLS YWHAE YWHAG ZAP70 ZIC1 ZNFX1 GSE2826_WT_VS_BTK_KO_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2826_WT_VS_BTK_KO_BCELL_UP ACAD9 ACADL ACKR2 ACO2 ACY1 AKAP9 ANKRD17 APOBEC1 B3GNT2 BCAT2 BCL2 BCL2A1 BCL6 BID BMPR1B BNIP1 BRK1 BTK CALB2 CAPG CARD19 CASP4 CD200 CD83 CEBPZOS CENPC CEP350 CLTA COA6 COMMD2 COPS4 COPS6 CPSF2 CRAT CRLF3 CRY2 CSK CXCR5 CXXC1 CYP27B1 DAD1 DGKA DHRS3 DMWD DNAJB5 DNAJC17 DTX1 EBI3 EIF3G ENDOU EPHX1 EPOP EPRS1 ERP44 ESS2 EVI2A FAAH FAM162A FKBP11 GML GPS1 GTF2A1 H2BC13 HDAC3 HERPUD1 HIVEP2 HNRNPC IARS1 IARS2 ICAM2 ID3 IER2 IL4I1 IMP3 INPP5D INVS IRF3 ITGA6 ITPKB KLHDC4 LAMA1 LDHA LIMK2 LMO7 LPP LSM2 LTK MACROH2A1 MAD2L1 MAF1 MAP3K2 MATN4 MCL1 MCM5 MCOLN2 ME1 MECP2 MED20 MED27 METAP2 MIIP MRPL39 MRPL48 MRPS21 MRPS26 MUTYH MYG1 MYO5B NAB2 NCBP2 NCF4 NEK7 NEO1 NEUROD4 NEUROD6 NEUROG2 NOTCH4 NPEPL1 NSMCE1 NUDT5 OAT PCP4 PDIA4 PHKG2 PLEC PLSCR1 POLR3A POU1F1 PPP3CC PRIM1 PRPF31 PRRC2A PSMB3 PTPRCAP RAB5B RAP1GAP RASIP1 RBM26 RECQL5 RELB RETREG2 RFLNB RHOH RIDA RMND1 RNASEH2A ROBO3 RPL18 RPL41 RPL7L1 RPP21 RTCB S100A3 SAPCD1 SEC63 SERPINA12 SGCD SIX6 SLC19A1 SLC25A19 SLC25A4 SLC50A1 SMG5 SMIM30 SMTN SMYD5 SNRPD2 SPA17 SRPK3 STAG2 STRADA SURF6 TBL1XR1 TCEA3 TCF4 TFPT THUMPD3 TIMELESS TNFAIP8 TRIO TXNDC5 TYSND1 UBL3 UBLCP1 UCK1 USE1 USP24 USP5 VPS16 VWF WDR20 WDR6 WIPF1 WIPI2 XRCC1 ZBTB48 ZEB1 ZFPM2 ZFR ZNF644 GSE2826_WT_VS_XID_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2826_WT_VS_XID_BCELL_DN AARD AATK ABCG2 ACP5 ADA ADAM8 ADAMDEC1 ADCY6 ADCY9 AGAP3 AIF1 AKR1A1 ALDH9A1 APP AQP8 ASTN1 ATP1B1 AXL BAIAP2L1 BEX4 BRD7 CADM1 CALML5 CASP14 CBX7 CCL2 CD300C CD47 CD48 CDK18 CDKN2D CELA1 CELF4 CFHR2 CHMP4B CISH CLCN5 CMBL CMC2 COL19A1 COL1A2 COL2A1 CPD CPLX2 CPNE3 CPQ CRYAB CTSA CYP17A1 CYP21A1P DBNDD2 DDRGK1 DOCK5 DSTN ECE1 EDA ELOVL6 EMC6 EMCN ENTPD7 EPAS1 ESR1 F12 F9 FAAP20 FAM151A FBLN2 FCRLA FGF14 FHOD3 FTL GABRA2 GALNT3 GATA1 GATM GC GLCE GLIPR2 GLO1 GNA15 GNG10 GPC4 GRPEL2 GTF3C4 HEBP1 HMGB3 HOXD11 HOXD3 HTR4 IFNGR1 IFT88 IGFBP6 INSIG1 INTS7 IRF6 ITFG1 ITGB5 ITM2B JMJD8 JTB KCNS2 KDM5B KRT2 KRT81 LAMP2 LARGE1 LDB3 LGALS4 LRPPRC LXN LY6D MAP2K1 MAP3K6 MAPKAPK2 MESD MYH1 MYL3 NAV1 NFKB2 NHERF1 NR6A1 NRL NXN OAZ2 P4HA2 PALD1 PDGFA PGM2 PIP4K2A PISD PLA2G2C PLA2G7 PLEKHA5 PLXNB2 POLG2 PPP1R3C PPP5C PPT2 PROX1 PRSS58 PSAP PTCH1 PTGES PTGIS PTPRK PTPRO RAB33B RAC1 RECK RNF138 RNF38 RPIA RXYLT1 RYR3 SBF2 SCN7A SEMA5A SERPINA5 SERPINB6 SGCG SIX2 SLC12A2 SLC15A2 SLC1A5 SLC25A10 SLC2A5 SLC30A1 SMPD2 SNTA1 SOCS2 SOX4 SPIC SPINT1 SPP1 ST3GAL5 STX2 STX7 SUMO3 TGFBI TIE1 TLE3 TM2D2 TMEM230 TMEM37 TRAF2 TRAPPC2L TSHR TSPAN4 TULP1 UBE2C UBL3 UPK3B USP39 VAPB VCAM1 VPS26A VPS4A VWF XIAP ZNF703 GSE2826_WT_VS_XID_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2826_WT_VS_XID_BCELL_UP ACE ACKR2 ADPRH AKAP8L ANGEL2 AP1B1 APOF ARHGAP29 ASB6 ATG4B ATP5F1D AURKB B3GNT2 BCAT2 BCL2A1 BCL2L13 BID BTD C9orf78 CASP1 CASP7 CCL1 CCL22 CCR1 CD200 CD2AP CD38 CD83 CD9 CDC20 CDIPT CDK1 CHEK2 CMPK1 CMTM6 COA6 CRAT CSTF3 CUL3 CX3CL1 DDX41 DERL1 DFFB DGKA DHRS3 DNAJB5 DYNC1H1 EBI3 EDEM1 EDN3 EIF3G ENDOU EPB41 EPHX1 ESRRA ETFA ETNK1 FAAH FABP1 FABP3 FASTKD5 GAD2 GALK2 GCG GCSH GDAP1 GDI1 GHITM GIMAP1 GIMAP4 GNG2 GPN3 GTF2A1 GTF2A2 GUCY2C HADHB HDAC1 HDAC3 HELLS HIVEP2 HSPA2 IARS1 ID3 IFI30 IGHG1 IGHM IL2RG IL4I1 IL4R INVS ISG15 KCNK3 KDELR1 KIAA1522 KLF7 KLHDC4 LDHC LIN7C LIPC LMO7 LSM2 LTK MAN1A1 MARCKSL1 MAST3 MC2R MCM4 MCM5 MCOLN2 MIF4GD MIIP MPP1 MS4A6A MUTYH MVK MYO1D NCOA2 NDRG1 NEK7 NID1 NKAIN1 NOTCH4 NUDT16L1 NVL OTP PABPC4 PCLAF PCP4 PDGFRB PIGA PIGS PLSCR1 POLD4 POLR3A PPA1 PPIB PPP3CC PRIM1 PRPF38B PSPN PTPRA PTPRJ PTS RABGGTB RAD52 RAP1GAP RASAL1 RC3H2 RCBTB1 RECQL RECQL5 RNASEH2A ROCK1 ROR2 S1PR3 SFT2D1 SH2D2A SHISA5 SIPA1 SIPA1L2 SLC19A1 SLC1A1 SLC25A19 SLC25A3 SLC4A1AP SLC50A1 SLC6A2 SLC9A8 SLX9 SMIM11 SMYD2 SMYD5 SNRPD2 SNX2 SPA17 SPNS1 SRPRA SRSF6 ST3GAL6 STAG1 TARBP2 TBL1XR1 TEC TK1 TLE4 TMEFF2 TNFAIP8 TPI1 TRIM27 TRIM59 TUBA3C TWSG1 UBL5 UBLCP1 UGDH VWA7 WASHC3 WDR6 XRCC1 ZNF740 GSE2826_XID_VS_BTK_KO_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2826_XID_VS_BTK_KO_BCELL_DN AADAC AATK ABCC5 ABCG2 ACO1 ACTN1 ADA AFF4 AIF1 AKR1A1 ANXA4 AP1B1 AP2A2 APCDD1 APOA2 ATAD3A ATP1B3 ATP6V1A B3GALT2 BARX1 BCL2L13 BLVRA BRCA2 BST1 C3 CA3 CADM1 CAMLG CAMP CASP7 CAVIN2 CCL1 CCL13 CCL2 CCNB2 CD160 CD247 CD2AP CD3D CD3G CDC6 CFP CHMP4B CIP2A CKS1B CLDN6 CLIP3 CLN6 CMBL CMPK1 COMT COPRS COQ10A CPD CPQ CSTF3 CYB5R1 DAGLB DBNDD2 DDHD2 DLX2 DOK2 EBI3 EEF2K EMP2 EPAS1 EPN2 EPOR ETFB ETNK1 F11R FAP FECH FMO1 FSHR GABARAPL1 GABRA6 GCSH GLRX GNA12 GNL3 GOLGA7 GSTK1 GSTO1 HBA2 HBB HMGB2 HP ICAM5 IDUA IFIH1 IGFBP4 IGHG1 IKBKG IL10RB IL1A IL2 IL2RG INCENP INPP5B INVS IRF1 ITGA3 ITK ITM2B ITM2C KCNK4 KCNN4 KIFC1 KRTAP12-2 LAT LCN2 LEPROT LY6E LYRM2 MAP1LC3A MAP7 MGST1 MINPP1 MLLT11 MMUT MSTN MT2A MVP MXD3 MYCN MYEF2 MYO1D MYO9A NAP1L2 NAV1 NHLH1 NME4 NOTCH4 NRP1 NUSAP1 OR2C1 ORM2 PAQR7 PARL PDX1 PFKP PKP1 PLA2G7 PLAUR PLP1 PPARG PPIC PPM1B PRIM1 PRKCA PRNP PROS1 PTPN22 PTPRA RAB3D RACGAP1 RBM22 RIT1 RRM2 S100A8 S100A9 SBF2 SDF2 SDHD SELE SERPINB6 SERPING1 SH2D1A SIRPA SLC39A9 SLC6A3 SNRPD2 SOX7 SPIC STK19 TAP1 TCAP TENM4 TEX261 THRB TM2D1 TM9SF3 TMEM266 TOP2A TUBA1C TUFM TXK TYRO3 UBD UGCG UGDH UGT8 UPK2 USP3 VCAM1 VHL VNN2 WASHC3 WLS GSE2826_XID_VS_BTK_KO_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2826_XID_VS_BTK_KO_BCELL_UP AARD ABHD17A ACADL ACP5 ACRV1 ACYP1 ADCYAP1 AKAP4 ALCAM ALDH9A1 ALOX12B ANGPTL4 ANKRD11 ANXA10 APOA4 ARL14EP ASPRV1 ATM ATP5F1A BAIAP2L1 BNIP1 BTK C15orf39 C16orf89 C1QL1 C3AR1 CBX7 CCNJ CCT4 CD47 CD72 CDIP1 CEBPZOS CHD8 CHMP1B CKAP4 CMC2 COA6 COL1A1 COMMD2 CPSF3 CRIP1 CX3CR1 CXXC1 CYP27B1 DCAF11 DDX1 DDX4 DFFA DFFB DLX6 EIF3G ENSG00000286190 ENTPD7 FAM162A FAM171A1 FBP2 FBXL15 FCGR2B FCRLA FGF14 FGF19 FKBP11 FLI1 FOXC2 FZD6 GABRA2 GJA10 GLB1 GNA13 GRPEL2 GTF2F2 HAUS5 HAUS6 ICAM2 IGF2BP2 IGFBP1 ISL1 KCTD9 KDR LAMA1 LGALS4 LSP1 LTB LUM MAF1 MAP2K1 MAP2K6 MAP4K1 MBD4 MED1 METAP2 MMP14 MRPL23 MRPL48 MRPS21 MRPS26 MS4A1 MYT1 NCF4 NDFIP2 NECTIN2 NELFA NKX2-2 NOL7 NOP10 NOTCH2 NRL NUP93 NYNRIN OAT PAPOLA PCBP1 PEX6 PGM2 PHC1 PIGN PISD PLA2G2C PMM1 PNRC1 POLR2H POLR3A PPP1R21 PPP2R5A PRDX3 PSMD14 PSPC1 PTHLH PTPRN2 PXK RAB12 RAD9A RAI2 RBM26 RELB RNF138 ROCK2 RPL18 RPL41 RPS11 RTCB RXRG S100A3 SASS6 SCN7A SEC63 SEMA3C SERPINB4 SFMBT2 SLC15A2 SLC19A1 SLC1A5 SLC22A18 SLC26A2 SLC2A5 SLC44A1 SLC50A1 SMARCE1 SMG5 SORD SPINT1 SRP9 ST6GAL1 ST6GALNAC1 ST8SIA2 STIL STT3B SURF6 SYNRG TCEA2 TCF4 TCP11 TLL1 TLN1 TMED1 TMEM176A TMEM230 TNNC2 TOB1 TOMM7 TRAPPC2L TRIM46 TRIP6 TSFM TSKS TUSC2 TWIST1 TXNDC5 UBL3 UPP1 UQCRB USP5 VTN VWF WDR75 WIPF1 YWHAQ ZNF436 ZNF518B GSE28408_LY6G_POS_VS_NEG_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE28408_LY6G_POS_VS_NEG_DC_DN AAMDC ACSL5 ALG6 ANP32E ARHGAP19 ARID5B ATP2A2 BHLHE40 BIRC5 BUB3 CCDC28B CCR5 CCR6 CCRL2 CCT4 CD244 CD36 CD38 CD58 CD59 CD74 CD9 CD93 CDC7 CEBPD CHAF1A CHEK1 CLIC1 CLU COQ2 CRELD2 CTDSP2 CTDSPL CTPS1 CTPS2 CTSH CX3CR1 CYRIB DAZAP1 DCXR DDX39A DEK DESI2 DKC1 DPYSL2 DTYMK ECI2 EGR1 EMC9 ENO2 ENTPD1 ETFDH EZH2 FBXO5 FDFT1 FDPS FTH1 FYN GCDH GGCT GIMAP4 GPR137B GRN GYG1 H1-10 H2AX HAUS4 HEXB HLA-DRA HLA-DRB6 HMGB3 HNRNPAB HPRT1 IDI1 IFI35 IFITM1 IFITM3 IL15 IL18R1 IL3RA IRF1 JPT2 KCNN4 KIF14 KIF18A KIFC1 KIR2DL5A KIR2DS1 KIR2DS5 KIR3DL3 KIR3DS1 KLHDC3 KLRB1 LDLR LILRA2 LMNB2 LSM5 LXN MACROH2A1 MBD4 MCM3 ME2 MFSD1 MIS18A MPDU1 MRPL11 MRPL16 MRPL48 MSRB2 MT1E MT1H MVB12B MZT2B NCAPD3 NCAPH NCR3 NDRG1 NHERF1 NPC2 NUDT1 NUP54 NUP88 OIP5 OTULINL PDGFRB PDXK PIH1D1 PIP4K2A PIR POLR3K POMP PPT1 PRIM1 PRKCB PRKCQ PRMT7 PSMA4 PSMA6 PSMC4 PSMD13 PSMG1 PSRC1 PTBP1 RAB9A RAD54B RALY RAN RANBP1 RBM12 RBMX RFC2 RFC5 RFXANK RPP30 RPS2 RPSA SCPEP1 SEH1L SETBP1 SFN SFPQ SHCBP1 SHQ1 SLC24A3 SLC27A2 SLC27A3 SLC7A1 SNRPE SNX10 SP140 SPAG9 SPDL1 SPRY1 SQOR SRF SRRT SRSF2 SRSF9 TACC3 TAPBP TAX1BP3 TBX21 TCP1 TNFRSF1B TNFRSF8 TOM1L1 TOX TRIM5 TRPS1 TTK TUBA1A UBAP2L UBXN8 UCHL1 UCK2 UQCRH WDR12 WEE1 YWHAH ZBTB32 GSE28408_LY6G_POS_VS_NEG_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE28408_LY6G_POS_VS_NEG_DC_UP ABCA5 ABCA7 ABCG1 AKAP10 AKR1C3 AMT AMZ2 ANAPC13 ANKRA2 ANKRD11 ANKRD46 ARIH2 ARL6IP5 ASCC3 ATF7IP2 ATP1B1 ATP6V0A1 ATP7A ATRAID BAG3 BCL2 BCL6 BDH2 BIN3 BSDC1 C11orf21 CA11 CASK CBX7 CCNG1 CD44 CD7 CD70 CDC42BPA CDIP1 CDK2AP1 CEACAM1 CERS6 CLOCK CLSTN3 CLUAP1 CPNE7 CTSF CXCR4 DDX42 ENTPD4 EZH1 FDXR FGF4 FHIP2B FOSL1 FOXO1 FYCO1 G3BP2 GABARAPL1 GALNT7 GARRE1 GLO1 GMPR2 GNA15 GOLGA1 GPR171 GPR75 GPX1 GPX7 GRB10 GUCY1A1 H2AC6 H2BC5 HERPUD1 HOXB2 HTR4 ICAM1 IER5 IL2 IRF9 ISCU ITGAM ITM2A KAT6A KCNJ2 KDM5B KDM5D KDM6A KIF3A KLHL20 LAMP1 LAX1 LTBP3 LY75 LYRM9 MAN2A2 MAN2C1 MCL1 MXD4 MXI1 MYLIP MZF1 NADSYN1 NCOA1 NDST3 NEDD9 NFX1 NME3 NMRK1 NOL3 NPIPA1 NR1D2 NSUN5P1 NSUN5P2 NXF1 OFD1 OSBPL3 PACSIN2 PBX1 PCBP4 PCNP PCNX2 PCYOX1L PER1 PER3 PGAP1 PHLDA2 PIGL PIK3R3 PKD2 PLK3 PPM1D PPP1R3D PPP2R2D PRKCA PSEN2 PSTPIP2 PTGER4 PUS1 RAB3GAP1 RALGAPB RAPGEF2 RAPGEF6 RGS1 RGS16 RGS2 RIOX2 RNASEL RPL23 RPS27A RPS27L RPS6KA5 RXRB SAT1 SATB1 SEC31B SEMA4A SENP6 SGSM2 SIDT2 SLC2A11 SLC46A3 SLC52A2 SNX2 SORL1 SOS2 SP100 SP110 STK38 TCF25 TGFBR2 TIAM1 TIGAR TM2D3 TMA7 TMEM134 TMEM9B TMUB2 TNFAIP3 TNIK TNPO2 TOB1 TP53BP1 TRAK1 TRIAP1 TRIM22 TRIM44 TRMO TSPAN32 TSPYL2 TXLNGY TYK2 YPEL5 ZBTB40 ZFC3H1 ZNF175 ZNF276 ZNF302 ZNF337 ZNF75D ZSCAN9 GSE28449_WT_VS_LRF_KO_GERMINAL_CENTER_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE28449_WT_VS_LRF_KO_GERMINAL_CENTER_BCELL_DN ABCB4 ACADVL ACKR1 ADAM20 AGT AKAP5 ALDH1B1 ANKRD6 ANXA1 AOPEP APCS APOBEC3B ATG4A BAP1 BDH1 BICD1 CA5B CASP2 CBX5 CCL16 CCND1 CCS CD5L CD72 CDH6 CDK12 CDK20 CHRNA5 CIZ1 CLCN4 CLTA CLUL1 CNOT9 COL9A3 COX7A1 CTDNEP1 CXCL1 CXCL13 CXCR2 CYC1 DCAF11 DEDD DNTT DOK5 DSP EDNRA EIF4G3 ELAVL1 ENDOU ERCC8 ETFDH EXTL2 FAM234B FARP1 FBLN5 FBXO46 FCER1G FCGR1A FGF7 FLOT1 FMO1 FUT8 GABARAP GABRB3 GADD45A GATA6 GATAD1 GIGYF2 GLA GNG4 GNRH1 GPR37 GRIA3 GRM7 GTPBP6 HBD HOXC11 HSDL2 HSPBP1 IFNA6 IFT27 IL12B IL33 KATNIP KCNA6 KIAA1549L KIT KLRG1 KLRK1 LCP1 LDAF1 LRP10 LRP2 MAGEA10 MAGEB2 MED14 MEIS1 MEST MGAM MOCS3 MSL1 MTERF1 MYOM2 MYT1 NALF1 NBR1 NDRG2 NEFL NID2 NPY1R ONECUT1 OR2H1 PAH PCLO PDE6H PDLIM1 PDXDC1 PDZD2 PELP1 PFDN4 PI4KB PIGHP1 PLA2G4A PLAAT3 POFUT2 POLE2 POP7 PPP2R3A PRKAA2 PSMB4 PSMD5 PTENP1 PTPRZ1 PYGO1 RAB32 RABEPK RBFOX2 RBM17 RBM4B REG3A RELN RGS14 RGS7 RHOC ROS1 RPL23 S100A12 S100P SAR1A SERPINA7 SHANK2 SHOX SHOX2 SIGLEC6 SLC11A1 SLCO1A2 SMARCE1 SMG6 SMIM8 SNPH SOSTDC1 SOX30 SRSF6 STS TACR3 TAP1 TCF4 TDGF1 THBS3 THOC5 TMCO6 TMEM106C TMEM30B TNFRSF10D TNNI1 TNPO2 TOM1L1 TPD52L1 TPGS2 TRAF6 TRHR TRIM44 TSC1 TSPAN7 TULP3 TXLNGY TYR UBE2H UBE3A UNG UVRAG VAC14 WDFY3 WNT8B ZBTB7B ZNF76 ZPBP GSE28449_WT_VS_LRF_KO_GERMINAL_CENTER_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE28449_WT_VS_LRF_KO_GERMINAL_CENTER_BCELL_UP ABHD5 ACP3 ACTC1 ADAM18 ADH1B AHCYL2 AJAP1 AKAP6 ALB AP3S2 BAG2 BBS4 BCLAF3 BHLHE40 BLNK BMP3 BMPR1A BRDT BST1 BUB1 C5orf22 CCL23 CCR1 CD24 CD5 CD84 CDC23 CEP112 CGA CLDN8 CLUAP1 COL8A1 CRTAM CST5 CTSB CTSL CTSS CXCL11 CXCL5 CYP24A1 DCX DDIT4 DHRS7 DIXDC1 DLAT DMP1 DMXL2 DNM2 DOCK4 DYRK3 EFNB2 ELAVL4 ELK3 ELL2 ENPEP ENTPD3 ESRRG FAM149A FOXF2 FPR3 FXR1 FZD1 GALNT3 GGCX GIP GSTA4 GTF2IRD2 GTPBP10 GUCY2C GYS2 H1-4 H2BC11 HES1 HSD17B2 IFNA14 IFNA2 IGKV1D-13 IL17A IL1RL2 IL2RB INSIG1 INVS IRAK3 ITPR3 KCNA3 KCNS3 KIF11 KLHDC10 KLHDC3 KRTAP26-1 LAMA3 LARGE1 LCN2 LEPR LGMN LIPT1 LRRTM2 LSR MAB21L1 MAEA MAGEA4 MAP3K8 MAP7 MCL1 MGAT2 MGP MINDY2 MLC1 MMP1 MTMR1 MYT1L NCF2 NET1 NR0B1 NR3C1 NR4A1 NR4A3 NRCAM NTSR1 OLIG2 OLR1 OPCML OR2F1 OSER1 P4HA2 PACRG PARD6B PARM1 PCBP1 PCDHB11 PCSK5 PDGFRL PDZK1 PEG10 PEG3 PFKFB3 PIAS2 PKN2 PLCH1 PLPPR4 PNP POM121L6P POU3F2 PRKAB1 PSG1 RARB RASA3 RCBTB2 RGL1 RGS16 RHOBTB3 RLN1 RNASEH2B RND3 RNF41 RRAGD S100A7 SERPINA6 SERPINB5 SERPINB8 SERPINB9 SERPINC1 SERPINI1 SIN3B SIRPB1 SLC17A1 SLC19A2 SNX7 SOX5 SP4 SPAG1 SPICE1 SPIN2A SPRY2 SPTAN1 SSX2IP TAF13 TAF1B TAX1BP3 TBC1D8 TESK2 TLE3 TLR3 TMEM47 TNFRSF1B TRAPPC2B TRIM15 TRPC6 TSPYL2 USP20 USP6NL VCAN VEGFD ZFP69B ZFR2 ZFY ZNF134 ZNF652 ZNF81 GSE28726_ACT_CD4_TCELL_VS_ACT_NKTCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE28726_ACT_CD4_TCELL_VS_ACT_NKTCELL_DN ABLIM1 ADA ADD3 AFF1 AKAP17A ARFGAP2 ARHGAP4 ARHGAP45 ARHGEF18 ARL2BP ARL4C ATG13 ATP6V1G1 ATXN7L3B AUTS2 AXIN1 B3GALT4 BBIP1 BCL11A BCL2L11 BCLAF1 BICRAL BLCAP BTG1 BTG2 CALM1 CASP4 CCDC69 CD37 CDC14A CDIPT CHD3 CIAPIN1 CIRBP CLK1 CLN3 COL21A1 CTBP1 CXCR4 CYLD CYTH1 DDIT3 DDX5 DENND5A DGCR2 DGKA DGKZ DNAJB1 DNAJB6 DUSP8 EIF1 EIF3A ELF1 ENTPD6 EPHB6 EZR FCGRT FCHSD2 FCMR FTH1 FYB1 GADD45A GPS2 H1-10 H2AC17 H3-3B HBP1 HDAC5 HEG1 HERC2P3 HLA-E HNRNPDL HNRNPH1 HNRNPH2 HNRNPH3 HOXA5 IKBKG IL11RA IL6ST INPP5D ITGA6 ITPKB JADE2 JAK1 JOSD1 JUNB KAT7 KDM2A KDM3A LAMP1 LAPTM5 LITAF LSM14A MAL MAN2A1 MAPRE3 MGRN1 MID2 MNT MOAP1 MT1A MXI1 MYCNOS NCOA1 NFATC2IP NSFL1C NUCB2 NUMA1 NXF1 OGFR PAN2 PDE4B PDE4D PER1 PGRMC2 PLAAT4 PLK3 PNISR PPM1H PPP2CA PRKCQ PRPF18 RANBP2 RASGRP2 RBL2 RBM38 RBM39 RBMS1 RCE1 RFX5 RGS1 RGS2 RNF139 RNF44 RPL29 RPL31 RPL37A RPL38 RPS10 RPS27 RPS29 S1PR1 S1PR4 SARAF SATB1 SDCBP SDR39U1 SEC31B SERINC5 SF3A1 SGK1 SGSM2 SH3YL1 SIK1 SLC2A3 SLC7A6 SNRK SNRNP70 SORL1 SRGN SRSF5 SRSF6 SSR4 ST3GAL6 STK10 STK17A SUPT4H1 TAOK3 TBX19 TERF1 THUMPD1 TLE5 TLK1 TMEM131L TNFAIP3 TNK2 TOB1 TOE1 TPM2 TPP1 TPT1 TRAF3IP2 TRAM2 TRAPPC12 TRIB2 TSC2 TSN TUBA1A TXNIP UBA7 UBE2B UBE2J1 UBXN1 VPS8 WTAP ZAP70 ZBTB18 ZNF101 ZNF428 GSE28726_ACT_CD4_TCELL_VS_ACT_NKTCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE28726_ACT_CD4_TCELL_VS_ACT_NKTCELL_UP AATF ABCB6 ACSL1 ACSL3 ADAM19 ADARB1 ADO AGO2 AMD1 AP4S1 APOBEC3B ATP6V1A ATXN1 ATXN10 BET1 BHLHE40 BRD8 C1orf216 CAND1 CANX CAPN15 CCDC86 CCL4 CCT4 CD28 CDK2AP1 CDK4 CEP170 CFDP1 CFLAR COPS8 CTTN CUL1 CYB5B DBI DDB1 DDX18 DDX42 DHCR24 DIMT1 DLAT DUSP5 EGR3 EIF3I EIF3J ELMO1 ENO1 FABP5 FASLG FH FUS GAD1 GAPDH GEMIN4 GFUS GGCT GNAI1 GNG5 GTF2E2 GTF2H5 GTPBP6 GZMB HCCS HDDC2 HINFP HIVEP2 HMGN4 HNRNPA3 HNRNPDL HNRNPF HOMER1 HPRT1 HPS5 HSP90AB1 HYOU1 IDI1 IL18RAP IL1B IL1R1 IL2RA INPP5F IPO5 IQCB1 ISG20L2 JPT2 LAMP3 LDHA LPCAT1 LRRC8B LRRN3 LYSET LYST MACF1 MAPKAPK3 MAPRE2 MARS1 MBD3 METTL1 MKLN1 MMACHC MRPS12 MRPS27 MTA1 MTREX MYDGF NADK NDEL1 NDUFS6 NFATC1 NFE2L3 NFKB1 NFYA NHP2 NIT1 NKRF NME1 NPC1 NPM1 NSMAF NT5E NUFIP1 NUP160 NUP88 NUTF2 OSGEP PALLD PDCD2 PDIA3 PEA15 PEX3 PGAP1 PGK1 PKM PMPCA POLR2G POP4 PPID PPP1CC PPP2CA PPT1 PREP PSMB6 PSMD1 PSMD7 PSME3 R3HDM1 RAB27A RCN1 RFC3 RFC4 RGS10 RPA2 RPA3 RPN2 RRAS2 RRP7A RUVBL2 S100A11 SCAMP3 SDHD SF3B3 SLC29A1 SNAPC1 SNAPC4 SNRPC SP3 SPAG9 SPRY1 SRI SRM SRPK1 STK4 SUB1 SUCLA2 TCOF1 TIMM17A TMEM243 TNF TNFRSF1B TOR1B TPI1 TRA2B TRIAP1 TUBA1B TXLNA TXN TXNDC9 TXNL4A UBE2D1 UBE2G2 URB2 UTP25 VDAC1 VDAC3 VIM WNK1 ZBTB24 ZNF195 ZNF200 ZNHIT3 GSE28726_ACT_CD4_TCELL_VS_ACT_VA24NEG_NKTCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE28726_ACT_CD4_TCELL_VS_ACT_VA24NEG_NKTCELL_DN ABLIM1 ADD3 AKAP17A AKAP8 ALDH2 AREG ARHGAP4 ARHGAP45 ARHGEF18 ARL2BP ARL4C ASAH1 ATG13 ATP2A3 ATXN7L3B AUTS2 AXIN1 BCL11A BCL2L11 BICRAL BLCAP BRWD1 BTG1 BTG2 CALM1 CAPN2 CASP4 CCDC69 CD37 CDC14A CDC25B CDK17 CENPB CHD3 CIAPIN1 CIRBP CLN3 CTSK CTSO CXCR4 CYTH1 DAAM1 DAZAP2 DDIT3 DDX3X DDX49 DDX5 DGCR2 DLG5 DNAJB1 DNAJB6 DNM3 DUSP8 EFCAB14 EIF1 EIF3A EIF4G2 EIF5 ELF2 ELOA EPHA4 EPHB6 EXT1 EXTL3 FASN FCHSD2 FCMR FLOT2 FOXN3 FYB1 GAB2 GADD45A GPR183 GPS2 GTF2B H1-10 H3-3B HBP1 HDAC5 HEG1 HERC2P3 HLA-E IFFO1 IFI44 IL11RA IL7R ISG20 ITGA2B ITGA6 ITPKB JADE2 JUNB KAT7 LAMP1 LAPTM4A LAPTM5 LEF1 LEPROTL1 LGALS8 LITAF LSM14A MAL MAN2B2 MAP4K2 MBNL1 MCF2L MCL1 MFGE8 MOAP1 MOB1A MPPE1 MT2A MZF1 NFATC2IP NINL NME3 NUCB2 NXF1 PABPN1 PAX6 PCMTD2 PDE4B PDE4D PGRMC2 PI4KB PIK3IP1 PNISR PPP6R2 PRDM2 PTPN4 PTPRA RANBP2 RASGRP2 RBM38 RBM39 RGL2 RGS1 RGS2 RPL23 RPL27 RPL31 RPL32 RPL38 RPS15A RPS27 RPS29 RRP8 S1PR1 SARAF SDCBP SETD1B SGSM2 SH3YL1 SNRK SORL1 SOX4 SP3 SPOCK2 SRCAP SRGN SRRM2 SRSF6 ST3GAL6 SUN2 SYNE1 SYNE2 TAFAZZIN TCF20 TCF7 TDRD3 TENM1 TGFBR2 THUMPD1 TLE5 TNFAIP3 TNK2 TOB1 TPP1 TRAM2 TRANK1 TRAPPC12 TRIB2 TSC22D2 TSN TSPYL5 TUBA1A TUBB2A TXNIP UBA7 UBE2G2 UBE2J1 USP34 USP4 VAMP2 VNN2 VPS13B WTAP YWHAZ ZBTB1 ZNF428 GSE28726_ACT_CD4_TCELL_VS_ACT_VA24NEG_NKTCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE28726_ACT_CD4_TCELL_VS_ACT_VA24NEG_NKTCELL_UP AATF ABCE1 ACSL3 ADARB1 ADO AGO2 ATP1B3 ATXN1 BET1 BRD8 CAPZA2 CCDC86 CCL20 CCN6 CD226 CD28 CD9 CDK2AP1 CDK4 CETN3 CFLAR CHSY1 COPS8 CPOX CPSF4 DBI DDX18 DDX42 DIMT1 DNAJC7 DUSP5 EIF1AX EIF4A1 EIF4E2 EIF4G3 ELMO1 ENO1 EXOC3 FASLG FKBP4 FRMD4B FUS FXN GAD1 GBE1 GGCT GHITM GNG5 GNL2 GPM6B GTF2E2 GTF2F2 GTPBP6 GZMB HAUS7 HCCS HDDC2 HIVEP2 HMGN4 HNRNPA3 HNRNPC HNRNPDL HNRNPF HPRT1 HPS5 HSPBP1 HYOU1 IDH3A IDI1 IL12RB2 IL1B IL1R1 IMMT ISG20L2 JPT2 KPNB1 LAMA2 LAMP3 LCP2 LDHA LIG4 LPCAT1 LPL LTBP4 LYSET MAMLD1 MAPKAPK3 MAPRE2 MARS1 MATK METTL1 MGA MIF MKLN1 MRPS12 MRPS27 MTA1 MTX2 NCKAP1 NDEL1 NEFH NELFE NFATC1 NFIL3 NHP2 NKRF NME1 NMT1 NOP56 NPM3 NSMAF NT5E NUP160 NUP188 NUP42 NUP88 OAT OSGEP PA2G4 PALLD PARG PDCD2 PDIA3 PDIA5 PDS5A PEA15 PGGT1B PGK1 PKM PMS1 PNP POLR2G POP4 PPP1CC PPP2CA PPT1 PSMB3 PSMB5 PSMB6 PSMD1 PSMD7 PWP1 R3HDM1 RANBP2 RBM6 RCAN1 RCN1 RHOG RIPK2 RPA2 RRAS2 RRP7A SCAMP3 SLC16A7 SLC25A5 SLC29A1 SNAPC4 SNHG3 SNRPD1 SPTSSA SQLE SRGN SRM SSRP1 SUB1 SUCLA2 TAF1B TCTN3 TEX261 TIMM17A TM9SF1 TMCO1 TNF TNFRSF9 TOR1B TRA2B TRIAP1 TRMT1 TUBA1B TXN TXNDC9 TXNL4A UBA2 UBE2D1 UBE2G2 UNG UQCR11 URB2 UTP14C UTP18 UTP20 VCP VDAC3 WDR47 WNK1 ZBTB24 ZNF195 ZNF200 ZNF75D ZW10 GSE28726_NAIVE_CD4_TCELL_VS_NAIVE_NKTCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE28726_NAIVE_CD4_TCELL_VS_NAIVE_NKTCELL_DN ACP5 ACR ACVR2B ADD3 ADRB2 AFDN AIF1 ALDH2 AMT ANXA10 AQP2 AQP5 AREG ARHGAP45 ARHGEF11 ARHGEF18 ARID4B ASIC3 ASL ATG13 AXIN1 B3GALT4 BIN1 BTBD2 CA11 CADPS CASQ2 CBX4 CCDC69 CD300C CDC14A CDC14B CDC25B CDC42BPA CDH22 CDH3 CDX2 CFP CHI3L2 CLDN9 CORO1A CPB1 CTNNBIP1 CTSA CTSH CTSK CXCL12 CXCR4 CXCR6 CYFIP2 CYP3A5 CYTH1 DDIT3 DGCR2 DGKA DISC1 DNAJB1 DRD4 EN2 ESR1 ESR2 EYA2 FADS3 FAM3A FCER2 FCGR2B FCGRT FCHO1 FGFR1 FGFR3 FLOT2 FOXO4 GAB2 GADD45A GAMT GATA4 GCA GDPD5 GPSM3 GUCY2F GYPB H4C2 HDAC6 HEXIM1 HGFAC HHEX HMGB2 HMGN2 HOXA5 HSD3B2 ICAM3 ID1 IFITM1 IFITM3 IL11RA INS IRF2BP1 ITGA2B ITGA6 ITGB2 ITIH4 IZUMO4 JUNB JUND KCNA5 KCNJ12 KDM2A KRT20 KRT34 LFNG LGALS3BP LIPC LITAF MAGEB4 MAP4K2 MAPK11 MAPK3 MAPRE3 MATN2 MCF2L MCL1 MEGF6 MFGE8 MRNIP MTSS1 MXRA8 MYL2 MYO9B NCAPD2 NCKIPSD NINL NUMA1 OCRL OPTN P2RX5 PADI2 PAPSS2 PCDH7 PCNX1 PER1 PFKL PHKG2 PHLDA2 PIAS3 PIK3IP1 PLCD1 PLCG2 PLIN1 PNOC PPARD PPP2R5D PRKACG PROZ PRRX1 PSD PTK2B PTX3 PXDC1 RAB31 RASGRP2 RBM38 RECQL5 RGS9 RHBDL1 S100A13 S1PR4 SDC3 SEC31B SERPINB7 SERPINF1 SETD1B SIGLEC6 SIPA1 SIRPA SIT1 SLC25A42 SLC2A3 SLCO3A1 SMAGP SMR3B SORBS3 TBX1 TCAP TLE5 TLR1 TOB1 TRAF3IP2 TREX1 TRIB2 TTR TXNIP TYR UBE2C ULK2 USP19 UTRN XDH ZFP36L2 ZFPL1 ZKSCAN5 GSE28726_NAIVE_CD4_TCELL_VS_NAIVE_NKTCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE28726_NAIVE_CD4_TCELL_VS_NAIVE_NKTCELL_UP ACSL3 ADAM17 ADAM19 AHCYL1 AHR AMD1 AP1S2 ATF3 ATP2B1 ATP6V1A ATXN2 BCL2A1 C1orf216 C5orf22 C6orf120 CA2 CALM2 CALU CAND1 CCDC6 CCL20 CCL4 CCT4 CCT6A CD200 CD3D CD40LG CD48 CD58 CD9 CDS2 CEP170 CFLAR CHMP2A CLIC1 COPS8 CSTB CTPS1 CYCS DAAM1 DNAJC7 DPY19L2P2 DUSP5 DYNLL1 EGR2 EGR3 EIF2S1 EIF4E EIF4G2 EMG1 EMP1 ENO2 EVI2B EZH2 FAM98A FASLG FEN1 FEZ2 FKBP2 FSCN1 GABPA GABPB1 GAPDH GBP1 GFI1 GLS GNAI1 GNG5 GPX1 GSDME HIVEP2 HMGN4 HNRNPAB HOMER1 HOXB2 HPS5 HSBP1 ICOS IDS IER3 IL18R1 IL1RAP IMMT IMPA1 INPP5F IPO7 IRF4 ISG20L2 JRKL KDM6B KIF3A LAMA3 LCP2 LIG4 LTBP4 LYSET MACF1 MAP2K3 MAP3K11 MAPRE2 MATK MKLN1 MTHFD2 MUTYH NDEL1 NECTIN3 NELFE NFATC1 NFE2L2 NFKB1 NFYA NOL7 NOLC1 NOP56 NSMAF NUBP1 PAICS PDCD1 PEA15 PER2 PEX3 PFAS PGAM1 PGAP1 PHLPP2 PLP2 PNO1 POGZ POU2AF1 PPP2CA PRDX1 PRKD3 PSMB5 PSMD7 PWP2 RAB22A RAD1 RANBP2 RARA RCE1 RGS10 RHEB RHOG RNF14 RP2 RPN2 RRAS2 RRP7A RRS1 S100A11 SEC62 SERPINB2 SERPINE2 SFXN3 SLC25A16 SLC7A5 SNAPC1 SNAPC5 SNRPG SP3 SPAG1 SPAG9 SPRY1 SRGN SS18L1 STX1A SUB1 SYNCRIP TAF1B TM9SF1 TMED9 TMEM243 TOR1B TP53BP1 TRAF1 TUBA1A TUBA1B TUBB2A TUBG1 TXLNA UAP1 UBE2D1 UMPS URB2 UTP14C UTP18 UTP3 VASP VIM WBP1L WDR1 WDR43 WDR47 WSB2 YWHAE ZFR2 ZFYVE16 ZNF195 ZPR1 ZYX GSE28726_NAIVE_CD4_TCELL_VS_NAIVE_VA24NEG_NKTCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE28726_NAIVE_CD4_TCELL_VS_NAIVE_VA24NEG_NKTCELL_DN ABR ACAP1 ACP5 ACRV1 ACVR2B ADA ADAM11 ADD3 ADRA1A AFDN ALDH2 ANXA10 AQP5 AREG ARHGAP4 ARHGAP45 ARHGEF11 ARID4B ARSL ARTN ASIC2 ASIC3 ATG13 AURKC BBIP1 BCL11A BIN1 BTBD2 C2orf72 CA11 CASQ2 CCDC69 CCR7 CCR8 CD300C CD302 CD37 CDC25B CDC42BPA CDH2 CENPE CIZ1 CLDN9 CORO1A CTSK CXCR4 CXCR6 CYFIP2 CYP2D6 CYP3A5 CYP4F12 DDIT3 DDIT4 DGCR2 DGKA DISC1 DLG5 DLGAP1 DLGAP4 DMPK DNAJB1 DUSP8 ENTREP2 ERICH1 ESR1 EYA2 FAM168A FAM3A FCER2 FCGRT FGFR1 FLOT2 FXYD3 GCA GLS2 GRIK3 GUCA2A H1-10 H1-4 H2AC17 H2BC10 H2BC14 H4C2 HBEGF HDAC6 HEXIM1 HMGB2 HMGN2 HSD3B2 ICAM3 IFITM1 IKBKG IL11RA IRF3 ITGA2B ITGA5 ITGB2 ITIH4 JOSD1 JUND KAT7 KCNA5 KLF5 LIMK2 LTB4R MAD1L1 MAP4K2 MAPK11 MARCHF3 MAZ MCC MCL1 MDK MICA MPZL1 MRNIP MST1L MT1H MT2A MUC1 MXRA8 MYH11 MYL2 MYO9B NINL NUMA1 NXPH4 OCRL OPRK1 OPTN P2RX1 PCDH7 PCOLCE PHYH PIAS3 PIK3IP1 PIM1 PLA2G4C PLCD1 PLXNA2 PNOC PPARD PPEF2 PPP2R5D PRDM1 PRKACG PRKG2 PROZ PRRG2 PYGM RASGRP2 RBM38 RDH5 RGS9 RPS28 SCN7A SEC31B SETD1B SHOX SIK1 SIPA1 SIT1 SLC2A3 SLCO2B1 SMAGP SNAP91 SORBS3 SORL1 SRPK3 STARD3 SUN2 SUOX TACR3 TBX1 TBX19 TFDP2 THRA TLE5 TLR1 TMSB10 TNFAIP3 TPM2 TRAF3IP2 TRAM2 TRIB2 TUBB2A TXNIP TYR UPK3A USP19 UTRN VNN2 WWOX XDH ZFP36L2 ZKSCAN5 ZNF467 ZNF8 GSE28726_NAIVE_CD4_TCELL_VS_NAIVE_VA24NEG_NKTCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE28726_NAIVE_CD4_TCELL_VS_NAIVE_VA24NEG_NKTCELL_UP AARS1 ACOT7 AHCY AHCYL1 ALDOA ALDOC ARHGAP19 ASNS ATF1 ATOX1 AURKA AVPR1A BAG2 BCAT1 BCAT2 BDH1 BHLHE40 BUB1B CCNA2 CCNB1 CCNB2 CCND2 CCT5 CDC45 CDC6 CDC7 CDK1 CDK2AP1 CDK4 CDKN3 CDT1 CENPF CENPS CFI CFLAR CKS1B CKS2 CLIC1 COMT COX6A1 COX8A CST7 CTNNA1 CYB5B DHCR7 DHFR DHX16 EBNA1BP2 ECI1 EED EEF1E1 EIF2S1 EIF4EBP1 ENO1 ENO2 ESPL1 EZH2 FABP5 FAM161A FANCI FARSA FRMD4B GALK1 GALK2 GATC GBE1 GK GLA GNG5 GNPAT GPI GPX1 GSTP1 GZMH H4C3 HAX1 HMGCL HMGCS1 HMMR HSD17B10 HSP90AB1 HSPD1 IGFBP2 IGFBP4 IL18RAP IL2 ILK IMPDH2 KIF11 KIF2C KIF3B KIFC1 LAG3 LDHA MAP2K3 MAST2 MAT2A MATR3 MBTPS2 MCM2 MCM3 MCM4 MFSD10 MICAL2 MIF MKLN1 MRE11 MTHFD1 MTHFD2 MUC1 MYBL2 NCAPD2 NCAPH NCKIPSD NDC80 NDUFA7 NEK2 NFIL3 NIT1 NKG7 NME1 NPM3 PAICS PCK2 PCLAF PCYT1A PDIA5 PDXK PGK1 PHGDH PKM PNP POLD2 POLE2 PRDX1 PRDX3 PRIM1 PSMA6 PSMB9 PSMG1 PTTG1 PYCR1 RAB13 RAB27A RAD51AP1 RAD51D REXO5 RFC3 RPA3 RRM2 RTL8C RUVBL2 S100A11 SAP30 SCD SERPINE2 SHMT2 SIT1 SLC16A2 SLC27A2 SLC29A1 SMC2 SNAPC3 SORD SRM STAMBP STX11 SYP SYT11 TACR3 TEAD4 THOP1 TIAM1 TIMELESS TK1 TMEM106C TNFRSF4 TNFRSF9 TOMM40 TOP2A TP53 TPI1 TPX2 TRAF1 TRPC6 TTF2 TTK TUBA1B TUBG1 TWF2 TXLNA TXN2 TYMS UBE2M UBE2S VDAC1 VDAC3 VLDLR XPOT ZBTB7B GSE28726_NAIVE_VS_ACTIVATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE28726_NAIVE_VS_ACTIVATED_CD4_TCELL_DN AARS1 ABCB6 ACAT1 ACOT7 ACTN4 AHCY AHCYL1 ALDOA AP4M1 ARNT ATF1 AURKA AURKB AVPR1A BDH1 BHLHE40 BRCA1 CALU CCL20 CCL5 CCNA2 CCNB1 CCNB2 CCT5 CD63 CDC20 CDC25C CDC45 CDC6 CDK4 CDKN3 CENPF CENPS CIT CKS2 CLIC1 COMT COX6A1 COX8A CSF2 CST7 CTNNA1 CTPS1 CXCL12 CYB5B CYFIP1 DBI DFFA DGKB DHCR24 DHFR DLGAP5 DMC1 DOK1 DUSP4 EBNA1BP2 EEF1E1 EIF2S1 EN2 ENO1 ENO2 ESPL1 EXO1 EXOSC2 EZH2 FABP5 FAH FANCI FANCL FEN1 FH GATC GCNT2 GGH GINS1 GLS2 GNG5 GPI GPX1 GSTP1 GTF2H5 GZMB GZMH H4C3 HMGCS1 HMGN2 HSD17B10 HSPH1 IGFBP2 IL2 IMPDH2 IPO5 IPO7 IRF4 KIF11 KIF3B LAPTM4B LDHA LGALS1 LGALS3 LPL LSM4 LTA LYST MAP2K3 MAT2A MCM2 MCM3 MCM4 MCM5 MELK MICAL2 MIF MKI67 MMACHC MRE11 MRPL19 MRPL23 MRPL28 MRPS12 MYBL2 NCAPD2 NEFH NFIL3 NME1 NRAS NUDT1 PAICS PCK2 PCLAF PCNA PDLIM3 PDXK PFKM PGK1 PHGDH PKM PLAGL2 PLCG2 PLP2 PMVK PNP POLD2 PPP2R5D PRDX1 PRDX3 PSMA5 PSMA6 PSMB3 PSMB9 PSMG1 PTMS PTTG1 RAB27A RAD51AP1 RAD54L RGL1 RLN2 RNF14 RRM2 RUVBL2 S100A11 SAP30 SEPTIN8 SERPINE2 SERPINI2 SHMT2 SLC1A5 SMC2 SORD SRGAP2 SRM STAMBP STX11 TACR3 THOP1 TIAM1 TMEM106C TNF TNFRSF9 TNFSF14 TOMM40 TPGS2 TPX2 TRIP10 TTK TUBA1B TUBG1 TWF2 TYMS UBE2C UBE2S ULK2 UMPS VCP VWA5A WARS1 WDHD1 YWHAE GSE28726_NAIVE_VS_ACTIVATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE28726_NAIVE_VS_ACTIVATED_CD4_TCELL_UP ABLIM1 ABR ACAP1 ACR ADA ADD3 AIF1 ARHGAP4 ARHGAP45 ARRB2 ASIC3 BBLN BCL11A BICRAL BIN1 CADPS CASQ2 CCDC57 CCR7 CD247 CD302 CD37 CDC14A CDC14B CDC25B CECR7 CENPE CIZ1 COL14A1 CORO1A CTSK CTSO CXCR6 CYFIP2 CYLD DDIT3 DDIT4 DGCR2 DGKA DGKZ DIO2 DLG5 DLGAP1 DNAJB1 DNAJB2 DNASE1L1 DOCK2 DOP1B DPY19L1 EN2 ENTPD6 ETHE1 EYA2 FAM161A FAM168A FCGRT FLOT2 FOXO4 FTH1 FYB1 GADD45A GCA GDPD5 GIPC1 GPR6 GPSM3 H1-10 H1-4 H2BC14 H3C10 H4C2 HBP1 HGFAC HHEX HMGB2 HMGN3 HPGD ICAM3 ID1 IDH2 IFFO1 IFITM1 IGBP1 IL11RA IL7R INS ISG20 ITGA5 ITGA6 JOSD1 JUND KAT7 KDM2A KLF5 LAPTM5 LEPROT LEPROTL1 LFNG LGALS3BP LGALS8 LGMN LIMK2 LITAF LPAR2 MAN2B2 MAP3K3 MAP3K9 MAP4K2 MAPK11 MAPRE3 MARCHF2 MCF2L MCL1 MFGE8 MICA MRNIP MTSS1 MUC1 MX1 MXRA8 MYCNOS NCAPD2 NINL OCRL PAX6 PBXIP1 PCDH7 PHKG2 PHYH PIAS3 PIK3IP1 PIM1 PLA2G4C PLCD1 PPARD PPM1H PPP2R5D PPP6R2 PTK2B RAB31 RASA3 RASGRP2 RDH5 RGS1 RNF139 RPL34 RPL36A RPS14 RPS15A RPS16 RPS20 RPS28 RPS8 S1PR4 SC5D SEC14L2 SEC31B SELPLG SEPTIN9 SERPINF1 SETD1B SGK1 SIK1 SIPA1 SIT1 SLC2A3 SLCO2B1 SMAGP SORL1 SOX4 SPOCK2 SPTAN1 ST3GAL1 STK10 STK17A SYNE1 TAFAZZIN TCF7 TLE5 TMSB10 TNK2 TOB1 TPM2 TPX2 TRADD TRAF3IP2 TRAF3IP3 TRAM2 TRANK1 TREX1 TRIB2 TUBB2A TXNIP UBA7 UTRN VAMP1 VAMP5 VNN2 VPS11 ZFP36L2 GSE28726_NAIVE_VS_ACTIVATED_NKTCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE28726_NAIVE_VS_ACTIVATED_NKTCELL_DN ACP2 ACSL1 ACTG1 ADO AFAP1 AGO2 AHCYL1 AHR ANKLE2 ANKRD40 AP3M2 ARF1 ARFGAP3 ATF3 ATP1B3 ATP2B1 ATP6V0A2 ATP6V1A BAZ2B BCL2A1 BCL2L11 BCL9 C1orf216 CA2 CASP10 CCDC6 CCL4 CCT5 CD200 CD40LG CD47 CD58 CD81 CDC42EP3 CFLAR CHMP2A CHSY1 CLIC1 COX17 CSTB CTSL CYCS CYTIP DAAM1 DIMT1 DUSP5 DYNLL1 EEF1E1 EGR2 EGR3 EIF2S1 EIF4E EIF4G2 ELF4 EMG1 EZH2 EZR FADD FAM98A FANCI FEN1 FEZ2 FKBP2 GABPA GABPB1 GEM GFI1 GNAI1 GNG5 GNL2 GTF2E2 GTF2H1 HBEGF HNRNPA0 HNRNPAB HNRNPF HPS5 HSBP1 ICOS IER3 IFRD1 IL18R1 IL18RAP IL1RAP IL2 IL4R IMPA1 IPO7 IVNS1ABP JRKL KIFBP KLHL9 KLRG1 LCP2 LIG4 LPCAT1 LRRFIP1 LYSET MAP2K3 MAP3K11 MAP3K14 MBNL1 MKLN1 MPHOSPH10 MTHFD2 NAB1 NCBP2 NDEL1 NECTIN3 NELFE NFE2L2 NFKB1 NFYA NOL7 NPC1 NUP160 PAICS PALLD PAQR3 PER2 PEX3 PGAM1 PGAP1 PGGT1B PLAGL2 PLP2 PLPP1 PNO1 PNP POGZ PPP2CA PPRC1 PRDX3 PRPF18 PSMB5 PSMD1 PSMD14 PSMD7 PSMD9 PTPN22 RAB22A RAD1 RANBP2 RBM14 RGS10 RHOG RIPK2 RPA3 RPGR RRAS2 RRS1 S1PR1 SACS SAFB2 SEC62 SERPINE2 SH2D2A SLC25A16 SLC5A3 SLC7A5 SNAPC5 SNRPG SP3 SPON1 SPRY1 SRGN SS18L1 STK4 STX1A SUCLA2 SYNCRIP TEX30 TFAM TMEM243 TNFRSF1B TOX4 TRAF1 TRAPPC2B TRPC6 TUBB2A TUBB4B TXLNA TXNDC9 UAP1 UBE2D1 UCHL3 UMPS URB2 UTP14C UTP3 VDAC3 WDR1 WDR47 WNK1 YWHAE ZNF140 ZNF165 ZNF195 ZNF271P ZPR1 GSE28726_NAIVE_VS_ACTIVATED_NKTCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE28726_NAIVE_VS_ACTIVATED_NKTCELL_UP ACAA1 ACSBG1 ACTN3 ACVR2B ADA ADCY9 ADRA1A AIP ALDH2 AQP5 ARHGEF11 ARSL ARTN ATP2A3 BBLN BDH1 BTBD2 CA11 CADPS CCDC57 CD302 CDH22 CDH3 CEACAM7 CENPB CHD2 CIT CIZ1 CLDN18 CPB1 CPZ CTNNBIP1 CTSW CXCL12 CXCR4 CYBB CYP2D6 CYP3A5 DGCR2 DGKA DNAJB1 DNAJB2 EN2 ERC1 ERICH1 ESR1 ETHE1 EYA2 FAM161A FAM3A FCER2 FCHO1 FCMR FGFR1 FLOT2 FLRT1 FNTB GADD45A GATAD1 GDPD5 GGA2 GPI GRHPR GRIK3 GSTP1 GUCA2A GUCY2F H2BC10 H2BC6 H4C2 HDAC6 HERC2P3 HGFAC HLA-DOB HOXA5 HPGD ID1 IFIH1 IKBKG IMPDH1 INS IRAK3 IRF2BP1 ITGB2 JUNB KAT2A KAT7 KAT8 KLF5 LFNG LHX2 LILRA2 LPAR2 MAP4K1 MAP4K2 MAPK11 MAPK3 MCRS1 MDK MED24 MEGF6 MINAR1 MMP16 MRNIP MYCNOS NAGLU NCAPD2 NCKIPSD NMBR NME3 NRTN NTHL1 NXPH4 OR2J2 PADI2 PAPSS2 PARN PAX6 PCBP3 PDLIM3 PENK PER1 PFKL PIAS3 PIEZO1 PIK3IP1 PIM1 PIP4K2B PLA2G1B PLA2G4C PLCD1 PLIN1 PLXNB3 POU6F1 PPARD PPP2R5D PSD PXDC1 PYGM RAB31 RALYL RASA3 RBFOX2 RBM38 RECQL5 RELN RGS9 RPL14 RRP8 S1PR4 SAA1 SC5D SCN7A SEC14L2 SERPINB7 SETD1B SGK1 SHOX SIK1 SIT1 SLC25A42 SLC9A3 SMAGP SNTA1 SOX4 SPAM1 SRPK3 ST3GAL1 STX11 SUN2 SYP TCAP TFDP2 THEMIS2 THRA TMSB10 TPBG TPM1 TPM2 TPX2 TRAM2 TREX1 TRIB2 TSC22D3 TSN TXNIP UBA7 UCHL1 ULK2 USP19 WWOX ZBTB25 ZFP36L2 ZMYND8 ZNF101 ZNF174 ZNF500 ZNF510 ZNF688 GSE28726_NAIVE_VS_ACTIVATED_VA24NEG_NKTCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE28726_NAIVE_VS_ACTIVATED_VA24NEG_NKTCELL_DN ABCC10 ACAA1 ACIN1 ACSBG1 ACVR2B AIP ANXA10 AQP2 AQP5 ARHGEF11 ARID4B ARSL ASIC2 ASL B3GALT4 BBLN BDH1 BTBD2 C2orf72 CA11 CADPS CD300C CDC25B CDC42BPA CDH2 CDH22 CEACAM7 CIT CIZ1 CLDN9 COL21A1 CORO2B CPB1 CPZ CRP CTSA CTSW CXCR4 CXCR6 CYBB CYP2D6 CYP3A5 DCC DGCR2 DGKA DHCR7 DIO2 DNAJB1 DOP1B EDN2 EN2 ERICH1 ESR1 EXTL3 FAM3A FAM50A FCHO1 FCMR FLOT2 FLRT1 FOXO4 FXYD3 GADD45A GATAD1 GLYAT GRHPR GUCA2A H2BC6 H4C2 HEXIM1 HHEX HOXA11 HOXB13 HOXD8 HSD3B2 HSF2BP IGLV3-25 IMPDH1 INSL4 ITGA2B ITSN1 JUNB KAT2A KAT7 KLF5 KLKB1 KRT76 KRTAP5-9 LFNG LPAR2 LRIG1 MAP3K9 MAPK11 MAPK3 MCF2L MEGF6 MICA MRC1 MRNIP MT2A MVD MYCNOS MYL2 MYO6 NALF1 NCKIPSD NEFL NEURL1 NMBR NME3 NPY2R NR5A1 NXPH4 OCRL P2RX5 PAX6 PCDH7 PCMTD2 PDCL PER1 PHKG2 PHLDA2 PIAS3 PIK3IP1 PIM1 PIM2 PITX2 PLA2G4C PLIN1 PLXNA2 PLXNA3 PPARD PPEF2 PPM1H PPP2R5D PROZ PTH2R PXDC1 PYGM RAB31 RAB6B RBM38 RDH5 RGP1 RHOB RPL14 S1PR4 SARDH SC5D SERPINB7 SERPINF1 SHOX SIGLEC6 SIRPA SIT1 SLC25A13 SLC25A42 SLCO2B1 SORBS3 SPP2 ST3GAL1 STARD5 STS STX11 SULT4A1 TACR3 TANC2 TAOK3 TBC1D9B TBX1 TBX19 THBD TNFRSF13B TPM2 TRAF3IP2 TREX1 TRIB2 TRIM3 TSN TXNIP TYR UBA7 ULK2 UPK3A USP19 VNN2 WWOX XDH ZBTB25 ZBTB7B ZC3H7B ZG16 ZKSCAN5 ZNF101 ZNF174 ZNF467 ZNF8 GSE28726_NAIVE_VS_ACTIVATED_VA24NEG_NKTCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE28726_NAIVE_VS_ACTIVATED_VA24NEG_NKTCELL_UP AARS1 ABCB6 ABCE1 ADARB1 ADO ADSL AHCYL1 ALG3 ANKLE2 ATP6V0A2 BCAT2 BCL10 CALM2 CAMKK2 CANX CCDC86 CCL20 CCL4 CCT4 CCT6A CD63 CDK2AP1 CDK4 CLIC1 COPS8 COX17 COX6A1 CTNNA1 CTPS1 CUL1 DDB1 DHCR24 DHX16 DUSP5 DYNLL1 EIF3G EIF4A1 EMG1 ENO1 EPRS1 EVI5 EXOC3 F5 FAM98A FEN1 FRMD4B FXN GAD1 GATA3 GBP1 GEMIN4 GFUS GLS GNAI1 GNL2 GOT1 GTF2H4 GTPBP6 HAUS7 HAX1 HDDC2 HIVEP2 HNRNPA0 HNRNPF HOPX HPS5 HRAS HSP90AB1 HSPBP1 HYOU1 ICOS IL18R1 ITPA KDELR2 KLHL9 KPNA2 LAMA2 LCP2 LPCAT1 LRPPRC LSM7 LYSET MAMLD1 MAP2K3 MARS1 MATK MBOAT7 MCM2 METTL13 MGA MIF MLEC MPHOSPH6 MRPL23 MYOF NCLN NCOR2 NDUFS6 NFATC1 NFE2L3 NFKB1 NHP2 NOL7 NOLC1 NSMAF NUFIP1 NUTF2 OSBPL3 PCK2 PDIA5 PER2 PEX3 PFAS PGAP1 PHB1 PKM PLPP1 PNO1 PNP POLR2F POLR2H POU2AF1 PPP2CA PRDX1 PRMT1 PRR3 PSMA6 PSMB5 PSMD1 PSMD7 PSMG1 PUM3 PYCR1 QDPR QPCT R3HDM1 RAB27A RAD1 RANBP2 RFC4 RNH1 RPA2 RPA3 RPN2 RPP40 RRP7A RRS1 RSAD2 RUVBL2 SEC61B SLA SLC16A1 SLC25A16 SLC25A5 SLC29A1 SNAPC4 SNAPC5 SNHG3 SNRPG SNU13 SNUPN SORD SOS1 SPATA31C2 SPINT2 SPRY1 SQLE SRI SRM SRR SS18L1 SUCLA2 SYNCRIP TBCA TBL3 TFAP4 TIMM17B TM9SF1 TNFRSF4 TNFRSF9 TNFSF11 TOMM40 TRA2B TRMT1 TXLNA TXN UBE2D1 UBE2S UBE2V2 UCHL3 UTP14C UTP18 UTP25 UTP3 WARS1 XPOT YBX1 ZBTB24 ZNF267 ZW10 GSE28737_BCL6_HET_VS_BCL6_KO_FOLLICULAR_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE28737_BCL6_HET_VS_BCL6_KO_FOLLICULAR_BCELL_DN ABCB1 ABCC3 ADSS1 AKIRIN1 ANKH APLP1 APOC2 ATRAID BAD BCKDHA BCL2L11 BGN BLTP3A BSCL2 BTD C1QA C1QB C1QC C9 CACNB3 CARM1 CCDC86 CCN4 CD2 CD276 CD2BP2 CDK1 CDK5RAP3 CDO1 CDR2 CHCHD10 CLK1 CNN3 COL1A1 COL1A2 COL6A3 COPZ2 CRX CSRP2 CTSH CTSK CUTA CYBC1 CYSTM1 CYTH1 DAD1 DCPS DDX41 DHRS3 DHRS7 DICER1 DNAJC8 DUS1L DYNLT3 ELL2 ELOVL3 ENPP1 ESYT1 FAM3C FAM98A FBLN2 FCGR1A FERMT2 FES FGB FKBP10 FKBP5 FKBP9 FSTL1 FUT7 FXYD5 FZD2 GABRR1 GALK1 GBP4 GFPT2 GINM1 GLI3 GSTO1 H3C14 HAL HEBP1 HM13 HMGB2 HSD3B7 IDS IL17RA ILKAP INO80C IPP ITGB5 KCNJ3 KDELR3 KLF10 KLK4 KRT72 LAMTOR4 LMF1 LOX LRRC57 LTC4S LY86 MAL MAP2 MAT2A METTL9 MGST2 MIF4GD MR1 MRPL41 MRPS17 MS4A6A MSRB1 MYEF2 MYH10 MYT1L NAA40 NECAP1 NECAP2 NME3 NOCT NTPCR PENK PFKL PHLDA3 PITX1 PKIB PKIG PLAU POLDIP2 PPDPF PRPF38A PTGS1 PTP4A3 PYCR2 RARA RASD1 RASIP1 RASSF2 RBMS2 RBP1 RHOU RIN2 RIT2 RNASE4 RPL41 S100A8 S1PR1 SALL4 SAT1 SCARB2 SEMA5B SEPHS2 SERPINH1 SETD4 SIGMAR1 SLC31A1 SLC7A7 SMAD7 SNAP91 SNX1 SOCS3 SPARC SPHK1 SPIN1 SPP1 SRPK2 STXBP2 SYT11 TBXAS1 TCN2 TENT5C TFPI2 TGFBI TIMP3 TM7SF3 TMED4 TMEM268 TMEM37 TMEM38B TNC TOMM34 TPGS1 TSPO TSSK1B TST TUBG2 TULP4 TXNDC5 UGP2 VKORC1 VRK3 YPEL3 ZBTB48 ZBTB7B ZDHHC16 ZFTRAF1 ZFYVE19 ZNF398 ZNF688 GSE28737_BCL6_HET_VS_BCL6_KO_FOLLICULAR_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE28737_BCL6_HET_VS_BCL6_KO_FOLLICULAR_BCELL_UP AADAT ABCG1 ABL2 ADPGK ADRM1 AKAP9 ALG11 APOBR ARMCX3 ARPIN ARSB ASB9 ATOX1 ATP5F1E ATP6V1B2 ATXN7L3B BAG1 BRDT BRI3 CAPN9 CASQ1 CC2D1A CCL22 CD44 CDC42BPG CDH15 CHD4 CHURC1 CLASP1 CLDN15 CLEC1B CNP COG2 CORO7 CRIP1 CRYAB CRYBB2 CRYGS CSNK1D CTBP2 CUL9 CWH43 DBN1 DCUN1D3 DGKH DGKZ DNAAF5 DNMBP ECE1 ECE2 ELAC2 ERC1 FBXO4 FCRLA FHIP1B FLOT2 FNBP1 FNDC7 FNIP2 FOCAD GAS2L1 GCSAM GFUS GIT1 GON4L GOT2 GPX7 GTPBP6 HDAC4 HECTD4 HEG1 HK3 HPS4 HSD17B6 IFT172 IFT43 IRF6 IRF8 ITGAE KCTD6 LEPROTL1 LIPA LRRC31 LRRC8A MAB21L3 MBTPS1 MCRIP2 MEN1 MGST3 MICAL2 MINDY3 MLC1 MLEC MOCOS MPRIP MRPL23 MRPL36 MRPL42 MRPS28 MTMR10 MTMR14 MVB12A MYCL MYL11 NBAS NCDN NCKIPSD NDUFA11 NHLRC2 NME6 NPEPL1 NRIP3 OMD OSTC OXCT1 PBX1 PCNX3 PDCD5 PITPNM1 PKD1 PLA2G15 PLAAT3 PLCB3 PLPP1 PPARGC1B PPIL2 PPIL6 PPP2R1A PRDX1 PRELID2 PRKRA PRKX PTGER2 RAB43 RABGAP1L RBM47 REG3A RGS14 RHEBL1 RNF217 RPL39 RPS16 RPS6KA2 S100A1 S100A8 SART3 SEC61B SELENOM SEPSECS SF3A1 SH2B1 SHMT2 SIK2 SLC11A1 SLC12A7 SLC1A5 SLC2A13 SLFN5 SNED1 SNRPG SNX24 SNX25 SOCS1 SOWAHC SPATA3 SPG11 STARD10 STX3 TANC1 TBC1D25 TECPR2 THAP7 TIMM8B TKFC TKTL1 TMEM198 TNNI2 TOR1B TRPC4 TRPV1 TSPYL2 TTC23L TUBB2A TWF1 TWNK UBE2L3 UNC45A UQCC2 USP22 VIM VWF XPO5 YWHAG ZBTB8B ZFYVE21 ZNF318 ZNF341 ZNF703 ZNRD2 ZZEF1 GSE28737_BCL6_HET_VS_BCL6_KO_MARGINAL_ZONE_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE28737_BCL6_HET_VS_BCL6_KO_MARGINAL_ZONE_BCELL_DN A4GALT ABCB6 ABHD5 ACAT1 ACO1 ACOT11 ADAL AKAP1 ALDOC ANKRD10 ANKRD22 AP4M1 ARHGAP21 ASNSD1 ATG16L2 ATP13A3 ATP6V0A1 ATP6V1H B3GALT6 B4GALNT4 BCL2L12 BMF BST1 CAMK2G CAP1 CCDC91 CD14 CD44 CDC25C CDKL2 CELF4 CEP78 CHAF1B CHCHD1 CKS1B CLEC5A CMTM7 CNKSR3 COPS7A CRTC3 DCAKD DDT DDX1 DDX31 DHX16 DIAPH2 DMXL2 DNAAF2 DSEL DTWD2 EDEM1 EMC10 ENC1 ENPP1 FABP5 FAM120A FAM217B FAM8A1 FOXJ3 FPR1 FPR2 FTSJ3 FZD4 GCHFR GDA GEMIN4 GFM1 GGACT GLUD1 GPR84 GRAP2 GXYLT1 HCAR2 HDAC10 HELB HOXA11-AS ITGA8 ITGAM KAT7 KATNB1 KIF26A LMNB2 LRRC14 LTV1 MAD2L1BP MCOLN1 MCUB MEGF9 METTL6 MFSD1 MFSD2A MIS18BP1 MKKS MLYCD MON1A MRPL21 MRPL36 MTHFD2L NCDN NEK6 NLN NOB1 NOC4L NUP85 NVL OXCT1 P4HB PCID2 PCYOX1 PDE1A PDXK PEPD PFKFB1 PFKFB4 PITPNB PKP4 PLPP1 PLPP6 POLD2 POP1 PPARGC1B PPHLN1 PPIL1 PREB PRELID2 PRKCI PRPSAP1 PSMA7 PTDSS1 PTH1R PXMP2 QPCT R3HCC1 RABEP1 RANBP1 RARS1 RBMS2 RCBTB1 RFK RFNG RNASE10 RNF128 RNF39 RPS19 RPS23 RPUSD2 SACS SBF1 SCFD2 SF3A1 SLC16A10 SLC25A13 SLC2A9 SLC39A14 SLIT2 SMAD6 SMC3 SMIM7 SMOX SMPD4 SNAPC5 SNX22 SPATA2 SQOR SYT4 TARS1 TBC1D25 TBRG4 TFDP1 TLE6 TM2D2 TMEM185A TMEM238 TNFRSF12A TNIP1 TOMM6 TRAF3IP1 TREM1 TRIM3 TRIM68 TSG101 TSR1 TTC7B TUBB6 TWNK TXNDC17 UBD UBE2H UBE2V1 UNC119B USP36 UTP6 VPS8 XRCC6 XYLB YBX1 ZBTB48 ZC3H13 ZDHHC20 ZSCAN20 GSE28737_BCL6_HET_VS_BCL6_KO_MARGINAL_ZONE_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE28737_BCL6_HET_VS_BCL6_KO_MARGINAL_ZONE_BCELL_UP ABCA13 ABCB9 ACE2 ACTRT3 ADAMTS6 AGTR1 ALOX15 AMN1 AMTN ANGPT1 ANGPTL7 ANKRD13B ANKS1B APLP1 ARHGAP25 ARHGAP6 ATP1A3 ATP2A1 ATP2B2 BHMT2 BOC BPIFB2 C21orf62 C2CD4C CA13 CATSPERD CCDC33 CCKBR CD22 CDKL3 CELF2 CEP57L1 CES4A CFLAR CHAD CLBA1 CMPK2 CNKSR2 CNR1 COL19A1 COL27A1 CRLF3 CSTA CXCL10 CXCR4 CYP4F22 DBH DCK DCLRE1C DCP2 DLX3 DNAH5 DNAL1 DUSP28 DUSP5 DYNC1I1 EDA ELL3 ENPP4 EPOR FAM131C FAM166A FAM167A FAM178B FAP FBN1 FBP2 FFAR4 FMO2 FOXL1 FOXN4 FRMD4A FRRS1L GCH1 GJB2 GLIS3 GLT6D1 GLYCTK GOT1L1 GP5 GPR45 GZMH HAS2 HCN3 HELZ2 HSH2D HTRA3 IFFO2 IFIH1 IFIT1B IL36A ILDR1 INSM1 IRF2 IRF7 IRX1 ITK ITM2B JSRP1 KCTD7 KLK7 KLRK1 KRT75 KRTAP11-1 LGR5 LIMS2 LYPD6B MARCO MDGA1 MGST2 MOGAT2 MSANTD1 MSC MTOR MTTP MUC16 MXD1 MYCBP2 MYO1C N4BP1 NID1 NIPAL1 NLRP14 NPHP1 NQO2 NRBF2 NRXN2 OAS1 OPRK1 PCDH18 PCDHB7 PCSK1 PCSK7 PDE6H PHEX PHF21A PI16 PISD PLA2G2A PLCH2 PLEKHF2 PLPPR5 PNISR PNMA8B POLN PRELID3A PROC PRPF40A PTGFRN PTPRZ1 PTTG1 RERE RFLNA RNF114 RXFP2 SASS6 SDHA SDK2 SLC15A4 SLC22A18 SLC34A3 SLC44A4 SLC46A2 SLFN12 SMARCA2 SNX2 SPINK5 ST8SIA1 STAT2 STRA6 STX19 SV2B SVOPL SYNPO2 TCAF2 TDRD7 TEC TENT4A TET2 TEX44 THEM5 THEMIS TIMELESS TLR7 TMCC3 TMEM171 TMEM184B TMEM268 TMEM63C TOM1L2 TRIP6 TTC28 UBL5 USP25 UTS2 VMP1 VSX2 ZBTB5 ZNF8 ZUP1 GSE28737_FOLLICULAR_VS_MARGINAL_ZONE_BCELL_BCL6_HET_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE28737_FOLLICULAR_VS_MARGINAL_ZONE_BCELL_BCL6_HET_DN AARD AARS1 ABCB9 ACTN1 ANGPTL4 ANKIB1 ANKRD33 AOPEP ARAP3 ART5 ASIC5 ATF5 BAG2 BARHL1 BATF2 BCAR1 BEND3 BNC2 C11orf24 C3orf52 CALHM6 CAMKK1 CCND2 CD69 CDH22 CDKN2B CEBPB CEMIP2 CH25H CISH CLEC5A CMTR1 COX17 DAO DAXX DDX50 DGKH DLX2 DOCK6 DTX3L DUSP28 EFNA2 EID2 ELFN1 ELOVL4 ENPP1 EVPL F7 FAM221B FCGR3A FER FHDC1 FNBP1L FPR1 GADD45A GATAD2A GBP6 GFI1 GJB2 GK GNB4 GOLPH3 GPR84 GRIN2C GUCD1 HBG2 HERC6 HPF1 HS3ST3B1 IFITM5 IKBKE IL18BP IL2RA INSM1 INSM2 IRF1 IRF7 KCMF1 KCP KCTD3 KDR KLF1 KRT23 KRT76 LMNB1 LMOD2 LSAMP LY6G6D MAPK13 MCAM MCF2L MED12L MFHAS1 MFSD2A MGAM MMEL1 MPZL2 MRPL21 MRPS2 MSN MSTO1 MXD1 N4BP1 NDRG1 NEUROD1 NKX2-4 NRP2 NUP153 NUPR1 OAS1 OAS2 OLFM1 ORAI1 P2RY13 PCGF5 PDCD1LG2 PDIA2 PHLDB1 PLA2G2F PLAC9 PLK2 PLXNA1 PML PMVK PNO1 POMT2 PPP1R12C PPP1R14C PPP1R15B PPP2R2C PRKAR1A PRPF6 PSMA4 PSMA5 PSMA7 PXDC1 QKI RAB20 RAP1B RAP2B RARS1 RASGRP1 RASL11A RASSF6 RD3 RECK RHOD RILPL2 RMDN3 RSAD2 SAMHD1 SEBOX SEPTIN2 SERPINE2 SHISA2 SLC16A10 SLC1A7 SLC22A15 SLC28A2 SLC49A4 SLFN12L SMPDL3B SNAP23 SNRNP48 SOCS2 SPATA2 SPATA5L1 SPO11 SPON1 SRPX2 SRSF1 ST6GALNAC5 ST7 STAT5A STK35 STRIP2 SUV39H2 TAP1 TFEC TLCD1 TMEM30A-DT TOX4 TREM1 TSPAN15 TSPOAP1 TUBA1A TUBB2B TUSC2 TXN TXNDC17 TXNL1 UBA7 UBD UBE2L6 UTP6 VPS37B VPS54 VWC2L XBP1 ZBTB32 GSE28737_FOLLICULAR_VS_MARGINAL_ZONE_BCELL_BCL6_HET_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE28737_FOLLICULAR_VS_MARGINAL_ZONE_BCELL_BCL6_HET_UP ABI3 ACAD9 ACO1 ACSM3 ACSS1 ADAM22 AFMID AKAP11 ALKBH8 ALOX15 AMPD3 ANTXR2 AP1M1 APOE ARHGAP26 ARHGAP9 ARL2BP AS3MT ATP23 B4GALT6 BCKDHB BCO2 BICRA BTBD2 BUB3 C12orf4 C6orf136 CARD10 CARD6 CARM1 CCDC28A CCNY CCR6 CD300C CD300LB CD300LG CD4 CD68 CD74 CDK2AP1 CDKL3 CELF4 CEP162 CEP295 CIPC CLEC4G CLN3 CMYA5 CNR2 COL17A1 CSAD CSNK1E CYB5R1 CYP7A1 DBF4 DCLRE1C DCP1B DENND3 DGKD DGLUCY DHCR24 DNAJB14 DOCK11 DUSP7 DYNLT2B ELAC1 EML3 EML6 ESAM EXOC6 FAM120B FAM13B FAM161A FAM89B FERMT3 FIBP FICD FLYWCH1 FMNL3 GBA1 GCNT1 GLUD1 GM2A GSN HAGH HELB HLA-DRB1 HLCS HOXA7 HRH1 IFNGR1 IGLC7 ILK INPP5K KAZN KLRC2 KMT2D KRT16 L1CAM LIPA LPXN MACO1 MAN2B1 MAP3K2 MAPK7 MCCC2 MMGT1 MSRB2 MTCP1 MYCBP2 NAV1 NBDY NCEH1 NEK7 NFATC1 NFYC NNT P3H3 PACS1 PATJ PDLIM2 PHF7 PIERCE2 PITHD1 PLEKHG3 PLP2 POGLUT2 PTPRC RAB38 RAC2 RACK1 RAD23A RAMP1 RAPH1 RASGRP3 RCAN3 REEP3 RINT1 RIPOR2 RPL38 RTN1 RUNDC1 SDCCAG8 SEL1L3 SERPINA1 SESN3 SETX SGSH SHLD1 SLA SLC15A4 SLC23A3 SLC25A35 SLC25A45 SLC29A3 SLC43A2 SLC9A9 SNAPC2 SPAG9 SPEN SRPK2 STARD9 SUPT5H SZT2 TBC1D22A TCTA TDO2 TERF2 TET2 TFAP4 THNSL1 TJP2 TMEM175 TMEM176B TMEM191C TMEM241 TMEM273 TMEM9B TPP1 TSPAN9 TTC7A URI1 UTRN VAMP1 VHL VPS41 WDPCP WDR3 XRN2 ZCCHC24 ZFP36L2 ZFYVE27 ZNF157 ZNF239 ZNF418 ZNF445 ZNF623 ZNF653 ZSWIM3 GSE28737_FOLLICULAR_VS_MARGINAL_ZONE_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE28737_FOLLICULAR_VS_MARGINAL_ZONE_BCELL_DN AK4 AK5 ALPK2 AMN1 AMTN ANKS1B ANXA3 APAF1 APOOL ARG2 ARMCX3 ATOH8 ATP1A3 ATP2B2 ATP6V0A1 B3GNT3 BBS7 BHLHE40 BIRC2 BLOC1S6 BMX BOK BTG3 C3 C3orf80 C7orf57 CA12 CAAP1 CABP4 CACHD1 CALB1 CALHM6 CAPG CCDC138 CCKBR CCND2 CCT3 CD200R1L CD40 CD8B CDKN1A CES3 CFAP251 CGGBP1 CGREF1 CHCHD2 CITED2 CLEC14A CMPK2 CNOT11 COL27A1 COL4A3 CTDSPL2 CXCL14 CXCR5 DBH DCLK2 DENND1B DPYD DRAM1 DUSP28 DUSP4 DYNC1I1 EDEM1 EDNRB EFNA1 EFNA5 EN2 ENAM ENTPD3 ETV3 EVPL FADS1 FBP2 FBXO11 FGFR3 FKBP6 FRMD4A GABRD GABRG1 GADD45A GCH1 GFRA1 GGT1 GOT1 GPR174 GPR45 GRHL3 GRID1 GSDMD HELZ2 HOOK2 HOOK3 HSF5 HTR1B ICAM1 IFIT1B IL33 INKA1 IRF2 IRGM IRX1 JCAD KAT2B KCMF1 KHDRBS3 KIAA1522 KIF26A KRT222 KRT72 KRT84 LBP LDB3 LIMS2 LIPC LITAF LRCH2 LRP8 LRRC69 LY86 MATCAP2 MAX MED12L MEIS2 MEX3B MFAP5 MID1 MINK1 MLPH MPL NCOA1 NCOA2 NET1 NEU3 NIPAL1 NLRP14 NONO NTNG1 NXNL2 OLFM1 P2RY10 PARP9 PCDH18 PFKP PHF20L1 PI4K2B PLAAT3 PSMB4 RARB RCOR2 RHCG RIGI RIT2 RNF152 ROBO2 RTP4 SAMD9L SASS6 SCARF1 SCIN SERPINH1 SH3GL3 SHOX2 SIK3 SLAMF9 SLC16A11 SLC22A23 SLC23A1 SLC25A44 SLC28A2 SLFN13 SMCO1 SMPX SNX2 SPPL2A SRRM4 SSTR2 ST8SIA2 STAT2 SYNJ2 SYT4 TAPBPL TAT TBC1D4 TENT4A TEX12 TFAP2B TMC8 TNPO1 TOGARAM2 TREML2 TRPC5 TSPAN15 UNC13B USP25 VAX2 VPS54 VSX2 XPO1 ZNFX1 GSE28737_FOLLICULAR_VS_MARGINAL_ZONE_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE28737_FOLLICULAR_VS_MARGINAL_ZONE_BCELL_UP ACAT2 AGPS ALG9 ANKRD52 ANXA6 APOBR ARF3 ARHGAP39 ASNSD1 ATG16L2 ATIC B3GALNT1 BLOC1S5 BORCS8 BRMS1L BRWD1 C5orf24 CCAR2 CCNDBP1 CENPO CKAP2 CLEC11A CLEC4G CLPTM1L CNPY4 COA4 COL17A1 CREB3L2 CTCF DALRD3 DEGS1 DENND2C DHDDS DHX16 DHX34 DNASE1L2 DTD1 DTWD2 DUSP12 EBP ECI1 EIF2B4 ELP1 EMC10 ENTPD5 ERCC5 EZH1 F8A1 FAM8A1 FAM98C FBF1 FBRSL1 FPGS FRRS1 GDPD3 GORASP2 HDAC10 HDHD2 HEBP1 HELB HNRNPR IMP3 INIP INSR ISCA2 JAGN1 JOSD2 KATNB1 KCNJ16 KLHDC10 KLHDC2 LAMTOR1 LCLAT1 LMF1 LMNB2 LRP1 LSS LYL1 LZTR1 MAK16 MAP2K6 MAPK7 MARVELD1 MBTPS1 MCTP1 MECR MEGF9 MEN1 METTL1 METTL26 METTL6 MGME1 MGST3 MIB2 MICU3 MLH3 MN1 MPC2 MRPL23 MRPL33 MTAP MTRFR MXD4 NADSYN1 NEXMIF NPEPL1 OPA3 P4HTM PCNX3 PDPR PDSS2 PHB2 PIGV PIP5KL1 PLEKHG3 PLXDC1 POLH POLR1A PON3 PPA2 PPP1R18 PPP2R1A PPP2R3A PPRC1 PRAM1 PREB PRKACA PRKCI PRMT3 PSAT1 PTRH2 PYGB QTRT1 RAB11FIP5 RABEP1 RAD51D REG3A RER1 RHBDD2 RNF187 RPL18 RPS16 SCAP SEPTIN8 SGIP1 SGSH SH2B2 SHISA3 SLC15A4 SLC1A5 SLC25A35 SLC25A37 SLC30A9 SLC6A13 SMPD2 SNRNP48 SPECC1L SPIRE1 SREK1IP1 STAG3 STIMATE SUMF2 TACC1 TARS2 TBC1D14 TCP11L2 TEF TEN1 TMC6 TMEM106C TMEM14C TMEM198 TMEM203 TMEM223 TNNI3 TNNT3 TNRC6A TPRA1 TRAF3IP1 TSC22D4 TTC13 TTC38 TXNDC11 TXNDC5 TXNL4B TYW1 UNC119B VPS16 WDR55 XPR1 XRCC6 YDJC YPEL2 ZDHHC16 ZDHHC9 ZFP2 ZNF496 ZNF667 ZNF692 GSE28737_WT_VS_BCL6_HET_FOLLICULAR_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE28737_WT_VS_BCL6_HET_FOLLICULAR_BCELL_DN ABHD14B ACKR2 ACOD1 ACYP2 ADAL ADCK1 ADGRE1 ADGRG5 AKAP13 ANP32A AP3M2 AP4M1 APOF ARHGAP9 ARL4C ARR3 ASRGL1 ATP6V1C1 ATP8B4 B3GNT2 BEND4 BEND5 BHLHE40 BOD1 C3orf80 C9orf78 CA2 CARMIL1 CCND1 CD300LB CD300LF CD4 CD5 CD68 CD72 CFP CGAS CIR1 CLEC5A COX18 CREB5 CRNKL1 CTSC CTSS DBF4 DDB2 DDR1 DENND11 DKK2 EED EHF EMILIN2 EPB41 ESAM ESR1 EXOC6 F7 FAM229B FBXW7 FCGR2B FGL2 G2E3 GAB2 GBP6 GBP7 GCHFR GHRH GLUL GPR155 GPR68 GPRC5B GUCD1 HADHA HARBI1 HOXA7 HOXD8 HPRT1 HSD17B4 IFIH1 IL21R IL27RA ITGAM KCNIP3 KCNK6 KNOP1 KRAS KRT23 LEO1 LPXN LRP8 LXN LYSMD2 MAD2L1BP MAPK11 MAPK1IP1L MCCC1 MDH2 MKLN1 MMP23B MRE11 MRPL21 MS4A8 MSN MTERF1 MTUS1 NAALADL1 NASP NDUFAF3 NMI NOD1 NSUN4 NT5C3A NUPR1 OGFRL1 OPTN OR2S2 OXCT2 P2RY13 PAG1 PAK1IP1 PGAP1 PLA2G7 PLXND1 PPP1R12C PRAM1 PRKCE PRMT2 PRPS1 PSTPIP2 PTGER3 PTGS2 PTPN3 PTPRO PVT1 RAC2 RAD51 RAP2B RASA4 RBM28 RDH12 REM1 RILPL2 RIPOR2 RNF114 RORA RPP40 RUNDC3B S100A6 SASH3 SAT1 SELENOP SHB SHISA5 SIRPA SIRT4 SLC15A3 SLC25A30 SLC28A2 SLC2A6 SNHG8 SORL1 SP4 SPEF2 SPRING1 SPTSSA ST14 ST3GAL4 ST8SIA6 STAP1 STAT1 SYK TENT5A TESK2 TEX29 TFAM TFEC TGM1 TMEM192 TMEM241 TMEM268 TNFRSF13B TNFRSF1B TPP1 TXNRD1 UBA7 UBL3 UCHL5 UNCX UROD UTP3 UTP6 VDR VRK1 ZBP1 ZBTB18 ZC3H12A ZFPL1 ZNF131 ZNF467 ZNF503 GSE28737_WT_VS_BCL6_HET_FOLLICULAR_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE28737_WT_VS_BCL6_HET_FOLLICULAR_BCELL_UP AAMP ABCC2 ACBD4 ACOT1 ACRV1 ACTR8 ADAM15 ADGB ALAS2 ANKRD7 ANPEP AP1M2 AP2S1 APH1B ARHGAP9 ATG4B ATP6V0B ATPAF2 BAIAP3 BMP15 BOD1 BRWD3 C4orf54 C5orf46 CA3 CADM2 CADPS2 CAPS2 CCDC134 CCDC51 CCDC87 CCND3 CCP110 CFAP251 CHD2 CHL1 CIAO3 CLRN3 COL11A1 COL13A1 CPA2 CYP2C8 CYP3A7 DCDC2 DDX41 DDX50 DMRT2 DNAJC8 DOCK1 DPP9 EPB41L3 ERC2 EXPH5 FAR2 FGFR1 FMO5 FOXP2 GASK1B GCN1 GDAP1 GGA1 GGT1 GKN1 GLE1 GNAI1 GPR85 GRM7 GTF3C5 GZMK HDAC5 HGS HINT2 HOXC10 HPS4 HPX HSPA12A HSPA4L HYAL3 ICE1 IGF1 IL11RA INHBA INTS8 KCNMA1 KHDC4 KIF13B KLF4 KLHL25 KRTAP2-4 LANCL3 LGI2 LGR5 LRGUK LUZP2 MAML2 MARF1 MARK4 MBTPS1 MCOLN1 MCTP1 MID2 MPND MPP4 MTERF2 MYO19 MYO3A NAPRT NBEAL2 NELL1 NEURL4 NMB NPEPL1 NR1H3 NUDT14 NWD2 OSMR PCDH18 PCDHB16 PDE7A PDXDC1 PEX11A PGR PIGN PITPNM1 PLEKHA2 POLA2 PPP1R13B PRCC PRDM10 PRF1 PRKCZ PRR11 PRSS35 RAB11FIP3 RASGRP2 RBFOX1 RBM10 RGL2 RHBDL1 RHBDL2 RIN3 RLF RLN1 ROBO1 ROCK2 RPH3AL SCAP SERAC1 SH2D5 SIK3 SLC17A6 SLC20A1 SLC23A3 SLC2A10 SLC38A7 SLC4A10 SLC4A2 SLC7A8 SNX27 SOSTDC1 SOX11 SPA17 SPAM1 SPNS1 SPSB1 SPTLC2 SRCAP STRN3 STX2 STXBP2 TARBP2 TBC1D17 TBC1D32 TCIRG1 TCP10L TECRL TEPSIN TJP2 TMEM47 TNIP1 TOX3 TP53BP2 TRAPPC12 TRAPPC2B TRIM26 TSR3 TUBGCP4 TYK2 UGT2B10 VEZT VPS41 WAS WDR47 WDR91 WWP2 YTHDC1 ZFP28 ZMYND8 ZNF48 ZYX GSE28737_WT_VS_BCL6_HET_MARGINAL_ZONE_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE28737_WT_VS_BCL6_HET_MARGINAL_ZONE_BCELL_DN AARD ACBD3 ALDH18A1 ALDH1A2 ALG9 AMN ANKRD37 APOBEC3B ARAP3 ARFGEF1 ARMCX6 ASS1 ATP5MC3 ATP6V1B2 BAIAP2L1 BBX BMPR2 C3orf62 CA2 CABP4 CACNA1S CACNB1 CALHM4 CALR CAMSAP2 CASP12 CASP4 CC2D1B CD274 CD38 CD69 CD70 CD80 CD83 CDKN1A CDKN2B CHD7 CLEC4E CMC2 CMTR1 CNOT9 COQ8B CPEB4 CRIP1 CSNK2A1 CTPS1 CUTA CXCL10 CXCL11 CYP27B1 DCBLD2 DIAPH3 DNAAF5 DNAJC15 DUSP14 DUSP5 EAF2 EFCAB3 ELP5 EXD1 FABP7 FAM241A FAM89A FBXO6 FLG FLNB GBP7 GLIPR1L2 GLS GPR132 GSTT1 GYG1 HAT1 HECTD4 HIF1A HLA-DRA HOXA1 HSPA1L ICAM1 IKZF2 IKZF4 IL12B IL21R IL27RA INPP4A ISG15 JAG1 JRK KANSL3 KARS1 KCNJ2 KLRC3 KRT1 KTN1 LMTK2 LONP2 LRAT LRRC4 LRRC41 MAGED1 MAP3K14 MAPK6 MARCHF3 MARCKSL1 MAX METTL22 MFSD1 MFSD2B MIEN1 MKI67 MMP1 MPP3 MST1R MXD1 MYLK MYO10 MYO9A NAPEPLD NIPAL1 NLN NLRC5 NUDT17 NUP155 OAT OSBPL1A OSBPL3 OTUD4 P2RY13 P4HA1 PARP4 PDCD1LG2 PDE1B PDLIM5 PHF24 PHLPP1 PIK3AP1 PKD2 PLAGL1 POLR1B PPARGC1B PRDM4 PRKX PSORS1C2 RAB22A RAB27A RABGGTB RANBP1 RAP1GAP RASA2 RBM27 RBM47 RELB RHOC RIPK1 RMDN3 RNF19A RNF19B SCN2A SEMA4C SENP3 SEPTIN3 SF1 SH3PXD2B SLC39A13 SLC3A2 SLC41A1 SMC3 SMG1 SNN SNX25 SPHK1 SSH3 STAT5B STX11 STXBP1 SULT4A1 TANC1 TECRL TENT5C TLCD1 TMEM236 TMEM39A TNFAIP3 TOP2A TRIB1 TSPOAP1 TSSK2 TTC29 TUBA1B TXN UBAP2 URB2 USP39 UTP18 VEGFC VRTN ZBP1 ZFHX4 ZFR ZIC2 GSE28737_WT_VS_BCL6_HET_MARGINAL_ZONE_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE28737_WT_VS_BCL6_HET_MARGINAL_ZONE_BCELL_UP ABCA5 ACSS1 AFG1L AGFG2 AKIRIN1 ALDOB ALPK1 AMMECR1L AMZ1 ARHGAP45 ARMC7 ARPC5L ARR3 ATF7IP ATG4B B9D2 BAAT BAIAP2 BCS1L BET1 BEX4 BORCS8 C19orf67 C1orf174 CACNG2 CACNG8 CCDC107 CCDC28A CCM2 CCNDBP1 CD276 CD5 CD79B CDC26 CFAP90 CHD8 CLEC4G COG7 CST11 CTNND2 CWF19L1 CX3CR1 CYB561A3 CYGB CYP26A1 DDR1 DEPTOR DHRS3 DHRS7 DKK3 DROSHA DTNB DUS2 DYNC2LI1 DYNLT4 E4F1 ENPP5 ERN1 EXT2 FAM210B FAM234A FAT1 FAU FBRSL1 FBXO32 FCER1A FES FGFBP1 FGFR1 FHIP1B FOXO1 FYB1 GLI1 GLUL GMFG GMPPA GOLGA7 GPATCH2 GPRC5B GPSM3 GSE1 HAND2 HAO2 HARBI1 HEPACAM2 HGSNAT HMGN5 HOXD8 IFT25 IFT57 IFT81 IL6ST ING3 INIP INPPL1 IRAG1 ISLR2 ITLN1 ITPRIPL2 KCTD14 KIZ KLHL24 LCA5L LDAF1 LEPROTL1 LHFPL3 LIPT1 LPXN LTBP2 MACROH2A2 MAD1L1 MAK16 MAN2B2 MAP2K6 MDP1 MECR METTL18 METTL5 METTL7A MMP3 MOGAT2 MTIF3 NCF2 NME4 NMNAT1 NPL NSA2 NTPCR NUDT14 NUDT7 OTUD5 OXR1 P3H2 PADI3 PARD6G PDE7A PDSS2 PEMT PIP4P1 PLBD1 PLD4 PLEKHM3 PLP2 PRKAB2 PRSS41 PSME3IP1 PXMP4 RING1 RIPOR2 RPL18 RPL24 RPS6KA2 RTN1 RWDD2A SALL3 SAMD9L SELENBP1 SELENON SETD1B SLC16A13 SLC25A35 SLC2A4RG SLC66A2 SMARCAL1 SMIM3 SNAI1 SOS2 SOX4 SPATA13 STAB1 SUMO3 TAF3 TEPP TERF2IP THAP11 THNSL2 TIFAB TIRAP TMCO6 TMEM141 TMEM234 TMEM72 TOP2B TRIM7 TRUB2 TTC23L TWF2 UCHL1 UCKL1 UQCC5 VAMP2 VHL VPREB3 VPS37C ZNF398 ZNF585A ZNF606 ZNF652 ZNF704 ZNF804A GSE28737_WT_VS_BCL6_KO_FOLLICULAR_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE28737_WT_VS_BCL6_KO_FOLLICULAR_BCELL_DN ABHD4 ACAP1 ACKR1 ADAMDEC1 ARHGAP25 ARHGAP9 ARHGEF3 ARID5B ASPM AVPI1 B4GALT1 BPNT2 BTRC C1orf159 CADM3 CAPSL CAPZA2 CCND2 CCNE1 CCNF CD244 CD300LD CD4 CD5 CDC23 CDH17 CDKN1B CHMP1A CLEC4A CMTR1 CRLF3 CST7 CTSD DAPP1 DDX19A DHRS3 DIAPH3 DNAJA2 DNAJB4 DNAJC28 DUS3L DUSP22 DYNLT2B E2F2 EDNRA EID2 ELMO2 EML3 ERRFI1 FAM98A FASLG FBXO25 FDFT1 G6PC2 G6PD GABPA GALM GCNT1 GINS3 GMFG GOLGA7 GPM6B GPR155 GSN GTPBP3 GUCD1 HDAC10 HDAC8 HDC HEBP1 HECTD2 HELQ HERC2 HLX HUS1 JAK1 KANSL3 KATNAL2 KIAA0825 KRT80 LAIR1 LBR LGALS8 LIMD2 LMNB1 LRRK1 LTB4R LUM MAPK8 MED13L MED30 MID1 MKRN3 MLH1 MMP12 MREG MTAP MYO1E NAIF1 NHSL2 NR4A1 NRBF2 NTPCR OSBPL5 P2RY13 PAK1IP1 PCP4 PCYT1A PDE7A PFN2 PGGHG PIK3AP1 PIK3CG PLA2G7 PLAU PLTP PLXNC1 POLR2B POR PPP1R14A PRDM1 PREX1 PRKCD PRKDC PTPRJ PWWP3B PXMP4 RAB21 RABEP1 RBM27 RBM38 RCAN3 RELB RELT RGL1 RHOF RIGI RIN2 RNF122 RNF34 RNF43 ROGDI RPA2 RPRD1B RWDD2A S100A4 SCN2B SGK3 SH3BGRL SLC12A2 SLC25A35 SLC2A3 SLC2A6 SLC44A2 SLC49A4 SLC7A7 SMIM3 SNX10 SNX14 SNX20 SPATA13 SPIDR SPNS3 ST3GAL2 STARD9 STAT5A STAU2 STK32C STK38L TAF1B TBC1D4 TESC TMEM106B TMEM273 TMEM45B TMEM71 TMEM81 TNFRSF11A TNFRSF13B TNRC6B TOP2A TRAF3IP1 TRAF7 TRIM36 TSPAN2 TTLL5 TUBGCP6 UBE2B UNC5CL USP11 USP18 XXYLT1 ZHX2 ZMAT3 ZNF383 ZNF414 ZNF418 ZNF653 ZSWIM1 ZWINT GSE28737_WT_VS_BCL6_KO_FOLLICULAR_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE28737_WT_VS_BCL6_KO_FOLLICULAR_BCELL_UP ACVRL1 AGPAT4 AGRN AK8 ANGPT1 ANKRD26 ARSJ BDNF BEX1 BFSP2 BLNK BSN BTK C19orf81 C3orf52 C5orf52 CAD CAPN11 CCIN CCNO CCR6 CD22 CD34 CD74 CD79A CELF6 CFAP91 CHAC1 CHI3L1 CHRNB2 CITED1 CLBA1 CLP1 CNTNAP1 COQ5 COQ7 CPNE4 CRB3 CTSH CUL2 CYBB CYP3A7 CYTIP DBNDD1 DENND5B DFFA DKC1 DLEU7 DLL1 DUSP23 DYDC1 EBF1 EGR3 EIF3B ELANE ENPP1 ENTPD8 EPS8 ESAM EYA1 FAM110A FAM161A FBXO24 FCHSD2 FFAR2 FGF6 FNTB GCNT1 GNAT2 GNG11 GPR143 GRM3 HAVCR1 HEY1 HHEX HLA-DMB HLA-DQA1 HLA-DRB1 HNRNPD HOXA4 HOXC13 HSD17B1 HTR2B HYOU1 IFNGR1 IGLL1 IL31 IRF4 ITGB1BP2 KAZN KCTD14 KLHDC10 LAT2 LIG3 LPCAT2 LRRC3 LY6D LYG2 MAFF MAP3K20 MARCHF9 MC5R MCAT MEFV MFF MGAM MMP16 MTCL1 MTFR2 MUSTN1 MYH6 NCKAP5 NETO2 NGF NKAPD1 NKPD1 NPL NSL1 NSUN4 NSUN5 NTS NXPH2 OGFRL1 OPRL1 P2RY1 PACSIN3 PER1 PHKA1 PIAS2 PIK3R3 PILRB PIM2 PLA2G1B PLB1 PLEKHD1 PLLP POM121 PPL PPM1K PPP1R12B PRKAG1 PRM2 PRX PTPN14 QSER1 RAB11FIP2 RAD54L2 RASGRP3 RPP40 S1PR3 SAC3D1 SAPCD1 SBSPON SECISBP2L SELENOV SFT2D3 SGPP2 SKAP2 SLC16A2 SLC30A4 SLC6A19 SLC7A6 SNX30 SNX9 SPC24 ST6GALNAC3 STAC STAT5A SUSD5 SYCE2 SYNPO2L TAFA3 TBC1D9 TCEAL1 TDRD9 TEX13A TFRC THOP1 TMC2 TMEM67 TNFRSF10A TNFRSF13C TNNI3 TPX2 TRIM46 TSPAN2 UAP1L1 UNC50 VAPB VASH1 VWA3B WDR35 YJEFN3 ZMYM4 ZNF106 ZNF148 ZNF408 ZNF451 ZNF516 ZNF608 GSE28737_WT_VS_BCL6_KO_MARGINAL_ZONE_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE28737_WT_VS_BCL6_KO_MARGINAL_ZONE_BCELL_DN ABCC10 ABITRAM ABL2 AGFG1 AGPS ANKH ANKRD44 AP1G1 ARFGAP3 ARL15 ATP7A BBS7 BBX BCKDHB BCLAF3 BEX1 BLTP1 BTRC C5orf24 CAPG CASP8AP2 CCDC106 CCDC112 CCDC14 CCDC91 CCL11 CCSER1 CD47 CD80 CDK17 CENPE CEP57L1 CGGBP1 CHAF1B CNKSR3 CNOT11 CNOT6 CRLS1 CSN3 CSNK1A1 CTDSPL2 DEFB116 DET1 DGKE DIAPH3 DIDO1 DLG1 DNAJC13 DOCK4 DSG1 EEF1E1 EFCAB14 EFHC1 EMB ENPP6 EPRS1 FAM13B FAM151B FAM217B FASTKD3 FBXL3 FDFT1 FEM1B FN3KRP FXR1 GALNT3 GALNTL5 GLS2 GNAI3 GOT1 GPAM GPKOW GPR25 GPSM2 GTF3C5 GZMH HEPH HOOK1 HSD17B7 IBSP INTS10 ISOC1 ITPRIPL2 IWS1 KAT14 KCTD10 KIAA0825 KLF10 KLF6 KLHDC9 LINGO2 LINGO3 LRMDA MAK16 MAN1A1 MAP3K11 MARK3 MBNL3 MFSD14B MLF1 MMS19 MMS22L MOAP1 MTMR12 NAPEPLD NCOA1 NEDD1 NETO2 NHLRC3 NIN NOA1 NSD2 NUP133 ONECUT2 OPTN OSBPL1A OTUB1 PARP16 PDCD6IP PHF20L1 PHTF1 PICALM PLXNA2 POGZ POLR1F POLR2B POTEH PPP1R2P1 PPP1R3B PPP4C PREP PREPL PRIM2 PRKCI PROCA1 PRXL2A PSMD14 PTPN4 PWWP3B RAB1A RABGGTB RALGAPA1 RANBP17 RANBP2 RAPH1 RBM27 RBM44 RBPJ RHOA RNF182 RNF34 RNPEP ROCK1 RPS4X SERPINA7 SETDB2 SHPRH SLC15A5 SLC19A2 SLC25A24 SLC25A40 SLC35G1 SLC45A4 SMARCAD1 SMIM15 SNX24 STXBP5L STYX SVIP SYT4 TAB3 TACC1 TADA1 TADA2A TBPL1 TEX36 TLE4 TLK1 TMEM44 TNPO1 TOGARAM1 TOP1 TRAP1 TTBK2 TTC30A TXNDC15 UBE3D UNCX USP45 WNT9A ZFX ZMAT3 ZNF35 ZNF563 ZNF653 ZNF667 ZNF689 ZZZ3 GSE28737_WT_VS_BCL6_KO_MARGINAL_ZONE_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE28737_WT_VS_BCL6_KO_MARGINAL_ZONE_BCELL_UP ABCA13 ACOT13 ACRBP ACTL6B ADAT3 ADGRG2 ADRM1 APOA4 ARHGAP30 ARHGAP39 ARL4A ARPIN ASB17 ASPHD2 BLVRB BPIFA1 BRD8 BTBD19 BUD31 C12orf57 C16orf95 C1orf174 CCDC12 CCDC169 CCND2 CDH4 CHPF2 CHST7 CKLF CLEC11A COL4A4 COMMD9 CPZ CR2 CRLF1 CRYGD CTSE CYB5R2 CYC1 CYSRT1 DMTF1 DROSHA DTX1 EFNB1 EPB41L4A ESRRG FBN2 FBRSL1 FETUB FGF17 FGFR3 FLII FLRT3 FUT7 GAP43 GCHFR GPC6 GPIHBP1 HAPLN1 HAPLN3 HOXB1 IFFO2 IFI35 IFIT1B IGSF23 ILDR2 INSM2 IRGC ITGA2B ITM2C KDR KLF1 KRT17 KRT86 LBX1 LMCD1 LRFN3 LRRC17 LRRC46 LRRC8E LRTM2 LZTR1 MAGIX MANF MBL2 MBOAT4 MDFI MEDAG MGLL MIR1915HG MMP23B MS4A10 MS4A15 MSANTD3 MSL2 MTHFSD MTIF3 MTRFR MTSS2 MVK MX2 MYF6 MYO1A NAALADL1 NDUFB8 NELL2 NGFR NIBAN3 NKX2-4 NMT1 NOTCH4 NR2F1 NSMF NTSR2 NUDT1 NUDT17 OAS2 OAS3 ODAD1 OPRD1 OR51B4 OTOR PADI1 PAX4 PBXIP1 PDCD1 PDE3A PIGV PIP5KL1 PIWIL2 PML PODXL2 POMT2 PPP1R3F PRCD PRDM16-DT PRNP PRSS50 QSOX1 RADIL REEP5 RGL2 RIGI RRH RRP7A RRP9 RSAD2 SCGB1A1 SDC2 SDK2 SELE SERPINA9 SERPINB11 SERPINC1 SFXN5 SH3BP2 SLC1A7 SLC22A18 SLC22A3 SLCO2B1 SLFN13 SLFN5 SMOC1 SNRNP48 SNTG1 SOX17 SPATA25 SSPN STARD3 STUB1 SYT13 TBX22 TLE5 TLX2 TMEM104 TMEM116 TMEM158 TMEM51 TMEM86A TMPRSS11D TNFRSF11A TONSL TREH TRH TRIL TRIM2 TSKS TSPAN15 TSPO TTC7A TTLL13 UBXN4 USP18 WEE2 WNT3A YJU2 ZBTB4 ZCCHC2 ZNHIT1 GSE28783_ANTI_MIR33_VS_CTRL_ATHEROSCLEROSIS_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE28783_ANTI_MIR33_VS_CTRL_ATHEROSCLEROSIS_MACROPHAGE_DN ACKR1 ACP3 ADGRG2 ADH1B ADH5 AFF2 AKAP6 ALDH3B1 ALDH5A1 ANGPT1 ANXA9 APOBEC3F ARFGEF2 ARHGEF17 ATP10D ATP5MC2 ATP6V1H ATP7B ATP9A BAZ1A BAZ2B BGLAP BICD1 BPY2 BRSK2 BTK CADM3-AS1 CASK CBL CCL15 CCL23 CCR1 CD24 CDKL1 CEACAM5 CEACAM7 CEACAM8 CENPE CGA CHEK1 CILK1 CMAHP COL8A1 CSNK2A2 CST7 CUL5 CXCL1 CXCL5 CXCR2 DACH1 DCX DHRS12 DMP1 DMXL2 DNTTIP2 DSG1 DYRK3 EDNRA ELAVL4 EMP2 ENPEP EPPIN ERC2 ERG28 FAM149B1 FNTB FOXF2 FRY FXR1 GCA GCLC GGCX GLRA3 GLRB GNRHR GP1BA GRIA3 GSTA4 GULP1 H3C4 HOPX HOXA1 HOXB7 HOXD3 HSD17B2 IDE IFIT1 IFNA14 IL13RA1 IL17A IL4 INPP5A KCTD17 KDELR1 KIF11 KRT34 KRTAP26-1 LIG1 LRIG1 LYZ MAB21L1 MAGEA4 MAGEA5P MAP7 MB MBL2 METTL7A MFAP5 MTMR1 MTUS2 NCAN NID2 NPHP4 NTSR1 NUP153 OAZ2 OR2F1 PACRG PANX1 PAXIP1 PCDHA12 PCSK5 PDZK1 PEG3 PER2 PGLYRP1 PIK3R3 PLA2G15 PLK4 PLPPR4 POM121L6P POU3F4 PRUNE2 PTGIS PTPRB PTPRN2 RAPGEF1 RGS13 RLN1 RNASE2 RNASEH2B RNF6 RPL15 RPL28 RSAD2 SCAF8 SCAPER SCHIP1 SDS SEC24D SEMA3F SERPINI1 SH3BGR SLC17A1 SLC19A2 SLC25A16 SLC26A3 SLC35D1 SMG7-AS1 SMPD2 SMPDL3A SPAST SPICE1 SPIN2A SPTBN2 SPTLC2 SQLE ST7 STAR STC1 STEAP1 STMN1 SUCLG2 SYNJ1 TAX1BP3 TLR2 TNFRSF17 TNFSF9 TRIM23 TRIM33 TRPC6 TSPO UGT8 UNC13B URB1 XCL2 XK ZC3H13 ZFP69B ZFR2 ZIC3 ZKSCAN5 ZNF134 ZNF20 ZNF208 ZNF460 ZNF629 ZWINT GSE28783_ANTI_MIR33_VS_CTRL_ATHEROSCLEROSIS_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE28783_ANTI_MIR33_VS_CTRL_ATHEROSCLEROSIS_MACROPHAGE_UP ACADL ADAMDEC1 ADH1C AMELY ANK2 ANKRD7 ANXA1 APOBEC2 APOC1 ARHGEF12 ATF5 AVPR1A BCL2L11 BMP6 BRINP2 BTN2A1 C1QL1 C9 CALCR CAPN1 CCDC9 CCNB2 CD8A CD8B CDH1 CEP112 CHM CHST10 CLC CLCN2 CLDN10 CLDN7 CLIP2 COMMD4 COQ9 CPA2 CPT1A CPZ CRHBP CRYGA CYTIP DCP2 DDT DDX51 DYNLT1 ECD ECHS1 ECM2 EDIL3 EEF1AKMT3 EFNA3 EIF4G3 EN2 ENPP1 ERCC8 ETFB EVI2B FAIM2 FARP1 FCER2 FCGR3B FGF4 FGF7 FGL2 FLRT2 FMOD FNBP1 GALE GFI1 GJA5 GP1BB GPR37 GRIA3 GRM8 GUCY1A2 H2AP HLA-DQB1 HOXB5 HOXB7 HOXC11 HPD HSD17B8 HSF2BP HYAL3 ICAM4 IGSF3 IKBKE IL10 IL18 IL18RAP IL1RN IL4R IMMT IQSEC3 ISL1 KCNJ13 KCNJ9 KCNS3 KCTD12 KDELR1 KLHL18 KLRK1 KRT14 KRTAP26-1 LMO1 LRRN3 MAL MAP3K14 MAPK4 MFAP4 MYOM2 NAAA NFIL3 NR0B2 NR1H4 NUDCD3 NUDT1 OPRD1 P2RY14 PAH PAPSS2 PCDHA12 PCLO PDHA2 PHYHIP PLEKHB2 PMAIP1 PNMA2 PPP2R3A PRDX6 PRKX PRNP PTGDR PTGER2 PTPN13 PTPRE PTPRZ1 RAB11A RAB30 RAD51AP1 RASAL2 REEP5 REM1 RIPK2 RNASE2 RORB RPA1 RPL4 RRBP1 RTL8C RUNDC3A S100A11 S100P S1PR1 SAR1A SELL SELP SEPTIN7 SI SLA SLC1A3 SLC6A1 SND1-IT1 SOCS1 SOCS3 SPINT2 SPN SPP1 STAR STC1 STS SYCP2 TDRD7 TENM4 TGFB1I1 TMCO1 TMEM106C TMEM131L TP53BP2 TRAF6 TRHR TRIB2 TRIM52 TRPV6 TULP3 UCP2 UGT2B4 UGT2B7 UNC5B WDFY3 WIPI1 WNK1 WNT5A WWOX YWHAQ ZDHHC18 ZNF253 ZNF415 ZNF804A GSE28783_ANTI_MIR33_VS_UNTREATED_ATHEROSCLEROSIS_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE28783_ANTI_MIR33_VS_UNTREATED_ATHEROSCLEROSIS_MACROPHAGE_DN ABHD5 ACD ACP3 ACTC1 ADH1C AFF2 AFP ALB ALDH7A1 ANAPC13 ANXA1 AQP9 ARHGEF10 ARHGEF17 ARNT ATF5 ATP10D ATP6V1H BAZ1A BAZ2B BBOX1 BCL2L11 BCL9 BLNK BMPR1A BNIP1 C17orf75 CA6 CASK CBL CCDC144A CCL15 CCR1 CD24 CD47 CD8A CD8B CEMIP CENPE CEP112 CGA CHD3 CHL1 CHST10 CLDN8 COL3A1 CPA2 CPE CPM CTSS CXCL5 DARS1 DENND4A DGKB DIXDC1 DKK1 DMP1 DSG1 DYNLT1 DYRK3 ECHS1 ELL2 EMP2 EPB41L3 ERC2 EVI2B FARP1 FGL2 FMOD FOXF2 FXR1 GALNT10 GIP GNRHR GPR107 GPR183 GRM5 GUCY1A2 GYS2 H1-4 H2AP H2BC21 HHLA1 HOXB7 HSF2BP IDE IL10RA IL18 IL1RN IL4 IL4R IRF9 ITPR1 JADE3 KCNS3 KCTD12 KCTD17 KDELR1 KDSR KLRB1 KRT34 KRTAP26-1 LCP2 LRIG1 LRRN3 MAGEA1 MAGEA5P MAL MAP3K14 MAP7 MED13 MNAT1 NCF2 NFIL3 NXT2 OIP5 OMD P2RY14 PACRG PALLD PANX1 PCSK5 PEG3 PGAM2 PGAP2 PLA2G4C PLCH1 PLEKHB2 PLPP1 POM121L6P POU3F4 PPP2R3A PRKG1 PRKX PRNP PROX1 PTGIR PTPN13 PTPN4 PTPRZ1 QSOX1 RASA2 RASGRP1 RBM5 REEP5 RFC1 RGL1 RGS13 RGS5 RHOQ RIPK2 RPL28 RPS6 RSAD2 S100A11 S100P S1PR1 SCD SELL SIRPB1 SLA SLC11A2 SLC25A16 SLC39A8 SMG7-AS1 SND1-IT1 SOCS1 SOS2 SPINT2 SRD5A1 STAR STC1 SUCLG2 SYN2 SYT1 TAX1BP3 TCP10L3 TLR3 TMEM131L TMEM47 TP53BP2 TRAF6 TRAFD1 TRHR TRIB2 TRIM25 TRIM33 TRPC6 TYRP1 UGDH URB1 VCAN WDFY3 XCL2 YWHAQ ZFP69B ZFR2 ZNF460 ZWINT GSE28783_ANTI_MIR33_VS_UNTREATED_ATHEROSCLEROSIS_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE28783_ANTI_MIR33_VS_UNTREATED_ATHEROSCLEROSIS_MACROPHAGE_UP ABL1 ACTN3 ACVR1B ADGRE5 ALDH1A1 APLNR APOBEC3B APOM ARMCX4 ATOX1 ATP1A3 ATP7B B3GALNT1 BAP1 BCHE BICRAL CBX5 CCND1 CD1E CD5L CD6 CD72 CD81 CDC6 CDK2AP2 CHGB CLCC1 CLSTN1 CLUL1 COL9A3 CRIP1 CSF3R CSNK2A2 CXCL13 CXCL2 CYP2B7P DAB2 DDIT4 DIO1 DNA2 DNAJC9 DRD1 DUSP5 ECI1 ELP4 EMP1 EPHB6 ESM1 EXO1 EXTL1 FABP1 FCGR1A FGF7 FGFR1 FLT1 FZD1 GABARAP GADD45A GADD45B GCNT2 GDF10 GNG4 GNRH1 GPR37 GPR4 GPX1 GRK4 GRM7 GSE1 GSS GULP1 GYPC H1-2 HMGB3P30 HOXB2 HSDL2 HSPB6 ID3 IFNA6 IFNGR2 IFT27 IL5 INPP5B INPP5K INSIG1 ISG15 ITGB7 ITPKB ITPR3 KATNIP KHDRBS3 KHK KIAA0087 KIF20B KIF22 KIT KLC1 LASP1 LCT LDB1 LDHC LIFR LMO2 LPXN MAD1L1 MAD2L1 MAEA MAGEB1 MAP2K2 MAPRE2 MARCHF2 MEGF8 MEST MFNG MRTFA MYBL2 MYL12B MYOM2 NDRG1 NDUFS8 NEFL NID2 NINJ1 NR0B1 NR4A1 ORC3 OXCT1 PAFAH1B3 PAH PCCB PDXDC1 PDZK1 PFDN4 PHKG1 PI4KB PLEK POP4 POSTN POU2F2 PPP1R2C PRIM1 PRKAA2 PRKN PSEN1 PTPN14 R3HCC1 RAB32 RABEPK RARG RBM17 RBM38 REG1A RELN RGS10 RHOC RNASE3 RPL36A RRP8 RTN2 RUNX3 RWDD2A SBF1 SCGB2A2 SIK3 SIVA1 SLC15A2 SLC16A3 SMAGP SOX30 SPOUT1 SSX1 SULT1A1 SURF2 SUSD5 TCF4 TDGF1 TERF2IP TFPI TFPI2 TGFBR1 TGIF1 TIMELESS TIMP1 TLR5 TNF TNFAIP1 TNFRSF1B TOM1 TPGS2 TSC1 UBE2H UBE3A UHRF2 VAC14 VILL ZBTB7B ZNF165 ZNF189 ZNF35 GSE28783_CTRL_ANTI_MIR_VS_UNTREATED_ATHEROSCLEROSIS_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE28783_CTRL_ANTI_MIR_VS_UNTREATED_ATHEROSCLEROSIS_MACROPHAGE_DN ADGRE5 AGRN AKAP8L ALAS2 ANXA2P1 APOBEC3G ARHGEF1 ATP2A1 ATP4B BCLAF3 BMP3 CA2 CACNA1G CAPN9 CCDC106 CCL23 CCL3 CCPG1 CD5 CD6 CD9 CDIPT CDK5R2 CDKN1A CRIP1 CXADR CXCL11 CXCL2 DCBLD2 DDIT4 DDN DDX6 DIO1 DIXDC1 DKK3 DMPK DMXL2 DPF1 DSCAM DUSP1 DUSP2 ELAVL4 ELK3 ENDOD1 EPAS1 EPB42 EPHA2 EPHB2 EPHB6 EXTL1 F3 FAM216A FGF12 FKTN FLT1 FOSL2 FOXO1 FZD1 GABRP GADD45B GNAQ GNG4 GNRH1 GP9 GPR68 GPX1 GRAMD4 GRAP GRB7 GRIK3 GRIN2D GSTO1 GTF3C2 H1-3 H3C11 HES1 HFE HMGA1 HOXB2 HTT ID3 IFNGR2 IFT27 IGF1R IGLV1-44 IL6R INSIG1 ISG15 ITPKB ITPR3 JRK KALRN KIAA0513 KIAA0930 KIF22 KLHDC3 LAMA3 LINC01138 LMO2 LRRN2 LRRTM2 LY6D LY9 LYRM1 MAB21L1 MAD1L1 MAEA MAFK MAGEB1 MAGI2 MALT1 MAP2K2 MAP3K3 MARCHF2 MINDY2 MYT1L NAALADL1 NDUFA7 NINJ1 NIPBL NMU NPAS3 NR0B1 NR4A1 NTS NTSR1 OCM2 OLIG2 OR2H2 OTC PCSK1 PDZK1 PFKFB3 PFKL PGM5 PLIN2 PLP2 PNP PNPLA6 PON3 PSEN1 PTP4A1 PTPRT RASA3 RBPJ RCE1 RELN RGS10 RGS16 RHOBTB3 RHOH RTCA RUNX3 S100A7 SDHC SEMA3E SERPINB9 SERPINE1 SIK3 SLC16A3 SLC31A1 SMURF1 SNRPB SNX3 SPAG1 SPATA2 SPICE1 SPRY2 SSX1 ST3GAL2 SULT1A1 SUSD5 SYDE1 SYT5 TCEA2 TCF4 TGFB1 TGIF1 TMEM47 TMPRSS2 TNF TNFRSF10B TNFRSF11B TNFRSF1B TNFSF14 TOM1 TSHR TUBA4A TYRO3 UBR5 UBTF UPF1 VAC14 VAMP1 VOPP1 ZNF165 ZNF652 ZNF81 ZNF821 GSE28783_CTRL_ANTI_MIR_VS_UNTREATED_ATHEROSCLEROSIS_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE28783_CTRL_ANTI_MIR_VS_UNTREATED_ATHEROSCLEROSIS_MACROPHAGE_UP ABCC2 ACTR1B ADAM20 AKAP5 ALDH1B1 ANKRD6 APBB1 APOOL ARAF ARFIP2 ARPC1A ARPC2 ASAH1 ATOX1 AUTS2 BCAT2 BHLHE40 BRDT C4BPA CCDC181 CCL16 CCL4 CCR8 CD69 CD72 CDKN3 CDR1 CFL1 CHGB CNOT9 CNTNAP2 COASY COG4 CRIP1 CRISP1 CRYBG3 CT62 CTBP1 CTH CUL4A CXCL13 CYLD CYP1B1 CYP2B7P CYP7A1 DCAF11 DDX39B DIO1 DLC1 DLD DLGAP5 DMD DSC3 DYNLT1 EI24 EIF1B ELP4 ENDOD1 EPM2AIP1 EREG ESM1 ETFDH FABP2 FAP FGF7 FLOT1 FLT1 GAS7 GNRH1 GOLGA8A GPC4 GPR107 GPX4 GRM7 GSS GYPB H2BC12 H3-3B HBD HLA-DRB6 HSDL2 IGFBP5 IL12B INPP5B IRF8 IST1 JOSD1 KATNIP KCNN3 KHDRBS1 KIAA0087 KIAA1549L KLRG1 LASP1 LCP1 LIPC LPCAT4 LPXN MAGEA10 MAGEA12 MCL1 MED13 MEIS1 MEN1 MEST MGAM MNAT1 MYBL2 MYC NDUFA7 NDUFS8 NEFH NEFL NFKBIE NUP58 PAH PAN2 PCCB PDXDC1 PELP1 PENK PEX12 PHKG1 PI4KB PIGK PLA2G4A PLAAT3 PNLIPRP2 POFUT2 POLR1F POU2F2 PPARG PPP2R5A PRG4 PRKN PTEN R3HCC1 RAD23A RAD51C RASSF9 RBM17 RBM3 RCAN2 RGS16 RLN2 ROS1 RPE65 RPL24 RPL36A RPS12 RRP8 S100A12 SDC4 SFT2D2 SH3GL2 SIGLEC6 SIK3 SLA SLC22A2 SLC5A12 SMARCC2 SMARCE1 SMG6 SMS SRSF6 SSX1 SULT1A1 SURF2 SYCP1 TACR3 TADA3 TAF10 TAF11 TAP1 TCAF1 TCF4 TCOF1 TDGF1 TEX41 THBS3 TMCO6 TMEM11 TSC1 TSPAN8 TWF2 UBE3A VAC14 VCAN WDFY3 WIF1 WIPF2 ZBTB16 ZBTB39 ZFP36L1 ZNF204P ZNF207 ZNF423 ZNF518A ZPBP GSE29164_CD8_TCELL_VS_CD8_TCELL_AND_IL12_TREATED_MELANOMA_DAY3_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29164_CD8_TCELL_VS_CD8_TCELL_AND_IL12_TREATED_MELANOMA_DAY3_DN ABCC5 ABCG2 ABHD14A ACTN1 ACVRL1 ADCY6 ADK ADRB2 ALAS2 ALYREF ANGPTL2 ANP32A APEX1 ARHGAP21 ARL4C BANP BTF3L4 CASK CCR7 CD247 CD5 CD9 CD99L2 CDK16 CINP CNN3 COX8A CPSF2 CRIP1 CRK CRTAM CYB5A CYP2S1 CYTIP DAG1 DDIT4 DGKA DHCR24 DNAH8 DNTT EIF4ENIF1 EMP3 ENTPD6 F2RL1 F2RL3 FAS FBXO21 FOS FOXP1 FXYD5 G0S2 GABRR2 GADD45A GART GCLM GCOM1 GCSH GGT5 GLO1 GNB4 GPR83 GRAP2 GRK6 HMGN5 HNRNPA1 HOXA5 HOXD1 HSDL2 ICAM2 ID3 IFT25 IGF1R IL6R IL6ST IPO4 IRF6 ITGA6 ITGB7 ITM2A KCNAB2 KCNN4 KIF23 KLF13 KLF2 KLF7 KPNA4 KRT25 LGALS4 LPP LRRC8A MAP4K4 MAP7 MBTD1 METTL8 MFHAS1 MYB MYC MYH9 NACC2 NAV2 NDRG1 NDRG2 NDRG3 NEDD4L NOLC1 NPC2 NR4A1 NSDHL NSG2 NTMT1 PAFAH2 PATJ PBX2 PDE4B PDGFRB PDLIM1 PDLIM4 PLEC PLP2 POLE2 POLG PPIC PRKD2 PTPRA RAB3IP RASA3 RASGRP2 RBM25 RBM38 RCAN3 RFLNB RGCC RGS10 RGS14 RGS16 RGS7 RPL22 RPL28 RPL30 RPS16 RPS26 RPS3A S1PR1 S1PR4 SCAF8 SCG5 SELL SEMA4F SERAC1 SERPINI1 SETD4 SFMBT2 SGK1 SHE SHOC2 SIGMAR1 SKP1 SLC25A4 SLC30A4 SLC7A5 SLC9B2 SMAD4 SMC4 SOCS3 SPICE1 SPSB1 SPTAN1 SQLE SRPK1 SSBP2 ST3GAL1 ST8SIA1 STRN4 TAF1C TBXA2R TDRP TGIF1 TLE1 TMC6 TMEM131 TMEM71 TNFAIP8L1 TPR TRAF5 TSPAN32 TSPAN6 TTC39B TUBA1A TUBB2A TUBB6 TULP3 UHRF1 UTP18 UTP20 VSNL1 WASHC3 WDR75 WEE1 ZFP36 ZNF22 GSE29164_CD8_TCELL_VS_CD8_TCELL_AND_IL12_TREATED_MELANOMA_DAY3_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29164_CD8_TCELL_VS_CD8_TCELL_AND_IL12_TREATED_MELANOMA_DAY3_UP ABCB7 ACOT11 ACSL4 ADPRM AGPAT5 ALAS1 ALG1 AMPD3 AP3M1 AP5S1 API5 ARHGEF6 ARL6IP6 ATP6AP2 ATP6V1A ATP6V1D ATP6V1E1 ATP7A BCL2L11 BNIP3L BPNT1 BRD7 BRK1 CAMK1D CAMSAP2 CCNG2 CDC14B CEP170 CEP44 CEP78 CERK CFAP20 CHMP3 CIPC CNOT2 CNTD1 CORO1A CPT2 CRAMP1 CTNNBL1 CWC25 DAXX DBT DDX39A DIAPH2 DIP2A DLAT EIF3C EIF3F ENOPH1 ETAA1 FAIM FARP2 FBXL20 FHIP2B FICD FXR1 GARS1 GMEB1 GOLM1 GRAMD4 H3C4 HACD2 HACL1 HBP1 HDAC5 HIVEP3 HMBOX1 HMBS HMG20A HSF2 HSPA14 IARS2 IFIT2 IL15 ING2 INTS12 ITM2B KLHL15 KLHL20 KMT5A LDAF1 LMO2 LRRC45 LYL1 LYSMD3 MAP3K20 MBTPS2 MCTP1 MED13 MEF2A MFSD8 MFSD9 MINDY2 MKNK1 MMGT1 MROH1 MRPS2 MTF2 MTOR MXI1 NAA15 NDUFB9 NECAP1 NNT NPAT PAK2 PALS2 PCIF1 PEX11A PGAP1 PHACTR2 PHACTR4 PHF10 PHKB PIEZO1 PINK1 PNPLA8 POLR3F PPIH PPP1R15B PRKCD PRKD3 PRRC1 PSMA3 PTGR2 PTPRA RAB2A RABGAP1L RAF1 RALGAPA2 RAPGEF2 RBM33 RBM41 RELCH RHOQ RINT1 RNF144A RNF169 RNF2 RREB1 RUVBL1 RWDD2B SCAI SCAMP1 SCARB1 SEC11C SEMA4A SGK1 SIRT3 SLC19A2 SLC30A6 SNX18 SPN SPOP STOML2 STX17 STX6 SUCLA2 SYK TAPT1 TCHH TDRD3 TENT4A TGFBRAP1 TKT TLE3 TMCC1 TMED3 TMEM205 TRAK1 TRIO TRPV2 TSN TTPAL TUBA4A TXNDC5 TYK2 UBXN4 UFSP2 UNKL UPF3B URB2 USP38 USP46 VDAC3 VPS13B VPS37C VPS41 WDR62 WIPF1 YOD1 ZBTB5 ZC2HC1A ZCRB1 ZDHHC20 ZDHHC7 ZFHX3 ZNF655 ZNF672 GSE29164_CD8_TCELL_VS_CD8_TCELL_AND_IL12_TREATED_MELANOMA_DAY7_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29164_CD8_TCELL_VS_CD8_TCELL_AND_IL12_TREATED_MELANOMA_DAY7_DN ABRACL ACOXL ACRV1 ADA AK2 AKR1C1 ALG5 ANKRD30A ANKRD37 ANXA3 APELA ARMC2 BIK C16orf46 C3orf14 CALML4 CAV1 CCDC160 CCR2 CD38 CDCA5 CDK10 CELP CENPE CEP128 CFAP100 CFAP107 CHAC2 CHPF CHRM2 CLDN18 CNKSR1 COPB2 CREB3L2 CRISPLD2 CYP2A7 CYTIP CYTOR E2F6 EHD4 EIF2AK2 EIF2S2 EIF5B ELMO1 ERP44 FAM13A FAM98A FARSB FGF14 FKBP11 FNDC3A FNDC3B GAB1 GAS6 GGH GGT1 GMPPB GPRC5D GRASLND GREB1L H3C10 HESX1 HIGD1A HJURP HSP90B1 HSPA5 HYDIN IARS1 IFI27L1 IFITM1 IGFBPL1 IGKV1D-13 IGLJ3 IGLL3P IGLV3-19 ILDR1 JCHAIN KCNJ16 KDELR2 KDELR3 KRTAP19-1 KRTAP9-4 LAMP2 LAMP5 LDHA LGALS14 LGMN LILRB4 LINC00486 LRRC59 MAN1A1 MANF MASTL MGAT2 MGLL MOXD1 MRPL10 MRPS22 MTFR1 MYBL2 MYDGF MYO7A MZB1 NANS NME1 NOL7 NRK NTRK3 NUS1 OIP5 OR7E36P OSTC PCLAF PDIA4 PDIA5 PHF19 PIK3CG PKD2 PPCDC PRDM14 PRDM7 PRDX4 PRSS2 PSAT1 PSMA5 PTCH2 PTTG1 QRFPR RAB26 RCBTB2 RDH12 RGS13 RGSL1 RHOB RPN1 RRM2 RWDD2B SAGE1 SCG5 SDC1 SEC11C SEC13 SEC61B SEC61G SELENOS SFXN1 SGPP2 SIL1 SLC11A2 SLC1A4 SLC35B1 SLC37A3 SLC39A9 SLC44A1 SLC66A1L SLCO4A1-AS1 SPCS1 SPINK13 SPRR1A SRGN SRPRA SSR2 SSR3 SSR4 STKLD1 STT3B SYT13 TCF12-DT TEDC2-AS1 TEDDM1 TK1 TM4SF18 TMEM258 TMEM70 TMEM74B TRAM1 TRIB1 TRIP13 TSHB TYMS UAP1 UCHL1 UNC5B UTF1 VASH2 VSTM2A XBP1 YARS1 ZC2HC1B ZFHX4-AS1 ZNF195 ZNF334 ZNF35 ZNF747 ZWINT GSE29164_CD8_TCELL_VS_CD8_TCELL_AND_IL12_TREATED_MELANOMA_DAY7_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29164_CD8_TCELL_VS_CD8_TCELL_AND_IL12_TREATED_MELANOMA_DAY7_UP ABCD3 ABHD14B ABHD17C ABRAXAS2 ACAP2 ADNP AGFG1 ALAS1 AMPD2 ANKRD40 ANXA11 AP1AR APP APPL2 ARL8B ARMC7 ARMCX4 ASH1L ATG13 ATG4C ATP10D ATXN7L3B B3GNT8 BRAF BRWD3 C2CD3 C2orf68 C5orf22 C6orf62 CASP2 CCDC71L CCDC77 CCDC88C CD300LB CD300LG CDK17 CELF2 CGAS CHML CMPK1 CNPY4 CRYBG3 CTDSP2 CTPS2 CX3CR1 CYFIP1 DCAF17 DCLRE1A DEGS1 DENND5A DEPTOR DHRS7 DNAJC13 DOCK1 EDEM3 EMP3 ENTPD7 ERLIN2 EVI2B EVI5 F10 FAM217B FAM8A1 G3BP2 GALC GALNT9 GNPDA1 GPATCH1 GPR160 GSPT2 GTDC1 H3C4 HEATR5B HIP1 HIPK3 HMG20A HMGXB4 HPSE HYCC1 IKBKE INTS6L IQGAP2 KBTBD2 KCTD3 KDM5D KHDC4 KIF3B KLHDC10 KLHL24 KRR1 LATS2 MAST3 MCEMP1 MCUR1 MED22 MFAP1 MINDY1 MON2 MRPL3 MRPL33 MRPS31 MSANTD4 MST1R MYO7A NAA16 NCF1 NEK7 NEK9 NFKB1 NKAPD1 PAN2 PCYOX1 PCYT1A PDE8A PELI2 PGD PGM2L1 PIAS3 PKD2 PKN2 PKNOX1 PLEKHG1 PLEKHG3 PLEKHH3 PLEKHM3 PLOD3 PRAM1 PREX1 PRPSAP1 RAB33B RAB3D RAF1 RAP1GAP2 RASA1 RASGRP2 RASSF4 RBL2 RBM41 RELCH RERE RNF111 RNF115 RNF216 RREB1 RSRC1 RWDD4 SEPTIN11 SLC25A30 SLC25A44 SLC29A3 SLC2A9 SLX4 SLX9 SMAD5 SNRK SOCS6 SORD SORL1 SPECC1 SRCAP SREK1 STK26 SVIL SYK TACC1 TAF6 TCEANC2 TEPSIN TERF2 TIFAB TMEM170B TMEM245 TMEM69 TNRC6B TPM3 TPP1 TRAF3 TRIM33 TSN TTC14 TTI2 TUBGCP5 UBE3A UMAD1 UNKL VIRMA WDR24 WLS ZBTB24 ZBTB5 ZCCHC8 ZFP36L2 ZFYVE21 ZKSCAN8 ZNF202 ZNF414 ZNF426 ZNF526 ZSCAN12 ZSWIM3 GSE29164_DAY3_VS_DAY7_CD8_TCELL_AND_IL12_TREATED_MELANOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29164_DAY3_VS_DAY7_CD8_TCELL_AND_IL12_TREATED_MELANOMA_DN ACOT7 AHSG AIG1 AKR7A2 AKT1S1 ALDH1A2 ALPK2 ANK1 AOC1 ARHGEF25 ARPC1B ARRB2 ATP5PO B3GALT5 BCAT1 BDH1 BTBD19 C11orf86 C1QL2 CASP14 CCDC83 CCT8L2 CD244 CD80 CDC42EP2 CERCAM CFAP20DC CFD CNP CNPY3 COL1A2 COL27A1 COL2A1 COL5A3 COMMD3 COMMD4 CPA3 CR2 CRB1 CSF3 CSMD3 CUL7 CX3CL1 CYBRD1 DCC DCDC2 DNAJB13 DNM2 DPP10 DYNC1LI1 ELN ELOVL3 ENDOV ENSG00000250803 ERG EVI5L FAAH FAM163A FBXO36 FGD2 FGL2 FMO3 FNDC5 FUNDC1 FXYD1 FYN GABRG2 GAST GGT5 GPA33 GPBP1L1 GPR45 GPRC6A H1-10 HDAC7 HECTD2 HGS HLA-DRA HOXA7 HSD17B8 HYOU1 IGDCC3 IL31RA IL7R IQCA1 ISCU ITPR3 JAK3 JUP KCNE5 KCNJ9 KCNT1 KDM6B KLRK1 KPRP KRT72 KRT80 LCP2 LEPR LFNG LGR6 LIM2 LIX1 LRFN1 LRRN1 LTBP2 LY75 LYPLA2 MDH1B MDH2 MEIKIN MIF MOB2 MPPED1 MPST MRPS16 MT3 MTLN MYO1E NACC1 NCCRP1 NDUFA6 NECTIN1 NGF NKD1 NOP16 OMG OR52A1 OXT OXTR PACSIN3 PAK1 PCP4 PDGFC PDZK1IP1 PIEZO2 PPFIA4 PPIL2 PPP1R3F PRKCB PRTG PSMB8 PVT1 RAB11FIP4 RAB1B RAB37 RARG RHOF RNF122 RNF167 RPL36A RTN4RL1 S1PR1 SAMD4B SCAPER SCD SCNN1B SEC61G SERINC4 SERPINB2 SGSM2 SHB SIX2 SLC27A2 SLC30A4 SLC44A2 SLC5A5 SPAG6 SPATA18 SRXN1 STAU2 STK32C SYCN SYPL2 TAP2 TBC1D22B TEX15 TFF1 TIMM10B TMEM14C TMEM150C TMEM52 TMEM63B TMEM74 TNFRSF13C TNXB TP53I11 TTC39B TTR TUFT1 UBXN8 UNC5C VWF WDR83OS ZDHHC14 ZFP36 ZFP36L1 ZFP37 ZFPM2 ZNF784 GSE29164_DAY3_VS_DAY7_CD8_TCELL_AND_IL12_TREATED_MELANOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29164_DAY3_VS_DAY7_CD8_TCELL_AND_IL12_TREATED_MELANOMA_UP ABCG2 ABRAXAS2 ABTB2 ACSS1 AKR1B1 AKT3 ARHGEF3 BABAM1 BCS1L BMPR2 BTBD1 BTBD7 C15orf40 C19orf12 C6orf15 CAMKK2 CAPZA1 CARD10 CBR4 CCDC88A CCL17 CCNH CCR2 CCT5 CCT6A CD2 CD300C CD84 CEP19 CERK CERS5 CFDP1 CHD1 CHD7 CHSY1 CINP CKLF CLOCK CLU COPS2 COQ3 CSRP2 CYSLTR1 DBP DCTN3 DCTN6 DCUN1D1 DDX3X DENND4A DHRS7 DMPK DNAJB2 DNAJB4 DRAM2 DYNLT3 EI24 ELAPOR2 ELL3 EMC9 ENPP2 EPRS1 ERO1B EXT1 FAM217B FBXO4 FKBP1B FKBP3 FLCN FNIP1 FNTA FOXRED2 FZD4 GHITM GLUD1 GPR155 GPR160 GRPEL1 HDAC5 HLA-E HSD17B12 IFI35 IGSF6 IK IL7R INSIG1 IQGAP2 IST1 ITGA5 ITGB7 JMY KCNE3 KLHL22 KLHL24 L1CAM LAMTOR5 LCN2 LGALS3 LPL LRG1 LY86 MADD MAN2A2 MAP3K1 MBTD1 METRNL METTL23 MEX3B MGST2 MLLT3 MRPL16 MRPL58 MSRB1 MX2 NAA30 NDRG1 NDUFA13 NDUFA2 NDUFB9 NFE2 NGDN NIT2 NOSTRIN NR1D2 NUCB2 OASL OSM P2RY10 PAIP2 PARD6A PARN PEX13 PHB2 PLAAT3 PMVK POLG2 POLR1D PTPN1 PVT1 RASEF RBKS RBM43 RCOR3 RNF115 RNF24 RPS7 RRP15 RSPH3 RWDD1 SAP30BP SELENOM SEMA4C SETD6 SKIC8 SLC25A31 SLC25A37 SLC2A6 SLC35A1 SMIM5 SMOX SNRPG STX18 STX3 TAF15 TAF1D TASL TATDN1 TBC1D14 TBC1D19 TENT4B TENT5A TET2 TEX9 TLR4 TM6SF1 TMEM126A TMEM192 TMEM9B TNFSF9 TRA2A TRPV2 TSC22D2 TSEN2 TTC27 TXNDC17 UPF3B UROD USE1 USP18 UXT VDAC3 VEGFC WAC WIPI2 YDJC ZBTB11-AS1 ZBTB18 ZBTB37 ZC3HAV1 ZCCHC9 ZFHX3 GSE29164_DAY3_VS_DAY7_CD8_TCELL_TREATED_MELANOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29164_DAY3_VS_DAY7_CD8_TCELL_TREATED_MELANOMA_DN AAK1 ACSM5 ACTN1 ADAMTSL2 ADARB1 ADARB2 AHSG AKR7A2 ALOXE3 AMBRA1 AMTN ANKRD27 ANXA6 AP5S1 APOBEC3B AQP6 ARF5 ARFIP2 ARHGAP30 ARHGDIB ATIC ATP5MC2 ATXN2L B4GALT4 BBOF1 BHMT BID BTBD3 C19orf67 CA10 CACNB1 CADM1 CALR CASR CCAR2 CCDC12 CCR9 CD38 CDON CEP41 CNR2 CRB3 CRPPA CSF2RA CSMD2 CSNK2B CTDP1 CYP26B1 CYP2A6 DBN1 DBNL DCAF8 DECR2 DELE1 DENND1C DHX8 DLX5 DNA2 DNAJB12 DNAJC28 DNM2 DOK2 DOK7 E2F4 ECE1 EEFSEC EFHD2 ENTPD2 ENTR1 ERCC2 EVL FADD FAM98C FAT2 FFAR2 FLT3 GABRP GATM GIGYF1 GLT8D2 GOLT1A GPBP1L1 GPR4 GSAP HAS1 HOGA1 IFRD2 IL36G ITGAX KDM3B KHNYN KHSRP KLHDC3 KMO KRT34 L3MBTL2 LAPTM4A LATS1 LENG8 LFNG LIM2 LOXL4 MARCHF10 MARCO MBTPS1 MRPS21 MTURN NAIF1 NCKIPSD NEDD8 NEURL1B NOD1 NUDT15 NUP210 NXF1 OSBPL7 P3H4 PCDHA12 PECAM1 PIANP PIP4P1 PMM2 PNPLA6 POU6F2 PPFIBP2 PPIF PPME1 PPP1R27 PPT2 PPY PRPSAP2 PSAP PSMB9 PSME1 PTPRJ QRICH1 RAB37 RANBP6 REPIN1 RIC1 RNASEK RPH3AL RPUSD1 RTL6 SBF1 SCAMP5 SDR39U1 SELENOW SEPTIN1 SETD5 SLC20A2 SLC26A11 SLC35G1 SLC3A1 SLC4A4 SMDT1 SNRPA SNX8 SORT1 SOX12 SPATA46 SPDYE18 SRSF11 STK32B STYXL2 SUPT5H SYMPK THEM6 TM4SF5 TMC4 TMEM106C TMEM134 TMEM80 TMLHE TMPO TNFRSF4 TNRC6A TOMM40 TOMM6 TOX2 TP53RK TPTE TRIM28 TSEN34 TTC5 TXNL4A UBE2I UBE2W UGGT2 UNC93B1 UPK1B USP11 USP8 VHL VRK2 WDR64 ZC3H12D ZDHHC12 ZNF217 ZNF846 GSE29164_DAY3_VS_DAY7_CD8_TCELL_TREATED_MELANOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29164_DAY3_VS_DAY7_CD8_TCELL_TREATED_MELANOMA_UP ABI3 ABRAXAS1 ACAP1 ACTN1 ACTR2 ADAMTS2 ADORA2A AHSG AKAP10 AKAP6 AKR7A2 ANKS1A APBB1IP APOBEC3B ARFIP2 ARHGAP39 ARHGAP9 ARHGDIB ARMH3 BANK1 BCAS1 BCL11A BCOR C21orf62 CACNG8 CAPZB CARNS1 CCAR2 CCNJL CD68 CDKN2B CEP164 CHL1 CIITA CLASRP CMIP COL12A1 COL14A1 COL6A2 COLCA1 COQ8A CPNE4 CSNK2B CTSZ CYB5R3 CYBA CYLD CYP2A6 CYRIA DBNL DCAF8 DCBLD1 DDI2 DDX11 DDX19A DISP2 DNA2 DNAJC22 DNAJC28 DNM2 DOK7 DRD2 DUS3L DUSP7 DYNLT2B EFHD2 EIF4B ELL EML5 ENTPD8 EPHX2 ERLIN2 FAM111A FAM234B FGFR2 FNDC11 FNTB FRMPD3 GABRP GALNT4 GFPT1 GJB1 GLUD1 GPBP1L1 GRM4 HDAC10 HDAC7 HEMK1 ICOS IL36G IL4I1 ISG20L2 IZUMO4 JAK3 KCNK16 KCTD8 KHNYN KIF15 KRT32 LBR LENG8 LIME1 LOXL4 LRRC72 LSM2 MAPK8IP3 MARVELD3 MDH2 MIA MIIP MYLK3 MYO9B N4BP2L1 NCALD NFAM1 NPL NR1H3 NUP160 PAX4 PCYT1B PDE10A PECAM1 PEX11B PIGZ PIP4P1 PLEKHA3 PPP1R37 PRELP PSD4 PTCH1 RAB21 RAD1 RALY RANBP3L RARG RASAL1 RGL2 RGS12 RINL RPL4 RTN1 SAFB2 SCAPER SERPINI1 SETD5 SH2D4A SH3BP1 SIRPB1 SIX5 SKA2 SLC20A2 SLC25A25 SLC25A30 SLC38A1 SLC44A2 SLC4A4 SLX4 SMG1 SNPH SNX10 SPINT1 ST3GAL2 ST8SIA6 STK32B SUPT5H SVEP1 SYMPK TGM2 THEMIS THUMPD2 TMC4 TMEM150C TMEM52B TMEM74 TNFRSF4 TNS1 TP53RK TPCN2 TPMT TRAF2 TRAPPC14 TRAPPC6B TRARG1 TSEN34 TSPAN9 UBA7 UBN1 UBR2 UCP3 UPK1B UPP2 WDR11 WNT9B XK XPNPEP2 ZDHHC12 ZNF217 ZNF3 ZNF444 ZNF445 GSE29164_DAY3_VS_DAY7_UNTREATED_MELANOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29164_DAY3_VS_DAY7_UNTREATED_MELANOMA_DN ACOX3 ACVRL1 ACYP1 ADAM8 AGPAT3 AK3 AKR1A1 AMMECR1L ANO6 ARHGAP18 ARID2 ARL6 ARSB ASNS B3GNT5 BATF3 BBS12 BID BIVM BPNT1 C11orf54 C1orf131 C2orf69 CAMK1D CD38 CD81 CDK2AP2 CHST11 CISD3 CLCN6 CLDND1 CLNK COA5 COPS7A CREB3 CS CSTB CTDSP2 CTNND1 CYB561 DENND1B DHX32 DICER1 DMAC1 DNMBP DOCK7 DPAGT1 DPY19L1 EEFSEC ELAC2 EPRS1 ERBIN ERMARD ERP29 ERP44 EVL FAM162A FAM91A1 FFAR4 FNBP1 FNBP1L FUNDC1 FXYD5 G3BP2 GALK1 GALNT10 GALNT7 GAS8 GNA11 GNA15 HDLBP HIPK2 HMCES HMGCL IFI44 IK IL15 INPP1 ISCA2 ITGA6 KCTD10 KCTD14 KCTD6 KIF2A KRTCAP2 LRRC1 LRRC3 LSR LY96 MCRIP2 MCTP1 METRN MID1IP1 MOSPD2 MRPL18 MTHFD2L MYCBP MYO18A MYOF NAB2 NCKIPSD NDUFA1 NDUFB2 NUCB1 NUCB2 NUMB ORMDL2 OSBPL9 OSTC P2RX7 PARP12 PBX1 PCSK5 PDE8A PGS1 PHKA2 PIANP PID1 PLBD1 PLEKHA2 PLPP2 PLPP5 POLR1E POMP PREB PRKAB2 PSMA6 PTGR3 PTOV1 RAB19 RAB39A RAB7A RAC3 RASA3 RASGRP3 RBPJ RFXAP RHEBL1 RIOX1 RNF150 RNF180 RTCB RTL8B RTL8C SCARB1 SCARB2 SDAD1 SDF2L1 SEC24D SELENOS SELL SEMA6D SEPTIN9 SH3BP5L SLC11A2 SLC25A24 SLC33A1 SLC35A2 SLC39A1 SLC66A1 SLK SNHG6 SPCS3 SPOP SPTBN1 SSR4 STT3A STX17 SYNE1 TCTN2 TENT2 THUMPD3 TIAM1 TLE1 TM4SF5 TMED10 TMEM128 TMEM134 TMTC3 TOR3A TPCN2 TRAPPC4 TRIB1 TTLL4 TXNDC5 TYK2 UAP1L1 UBASH3B UBE2N UBTD2 UQCRC2 VDAC2 VKORC1L1 VPS37C VPS41 WDFY3 YIPF6 ZDHHC23 ZFYVE26 GSE29164_DAY3_VS_DAY7_UNTREATED_MELANOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29164_DAY3_VS_DAY7_UNTREATED_MELANOMA_UP ABHD15 ABI2 ADPRH AIP AKT1 ALCAM ANKRD44 ARHGAP24 ARHGAP35 ARL4A ASIP ASPH ATP2A3 BCAS4 BCL6 BGLAP BRD3 BTBD2 BTG2 CAPS2 CARNS1 CASP2 CBFA2T3 CCDC141 CCDC92 CCNQ CD1C CD1D CECR7 CEP85L CERS4 CHCHD7 CLC CLMN CLSTN1 CLVS1 COMMD6 COTL1 CR1 CRIM1-DT CSK CYB561A3 CYTH4 DPH5 DSE DUSP2 DYRK2 EEF1G EGLN2 EGR1 EMB EPB41 EPHX3 ESYT1 FAM110A FAM200A FBLN2 FBXO2 FCHO2 FYN GGA2 GGPS1 GK5 GNG11 GPM6A GRHPR HIF1AN HTT ICOS IER2 IGF2BP3 IL10RA IL18BP IL6-AS1 IL7 JAM3 KAT8 KIAA1143 KMT2D LAMTOR5 LCK LFNG LINC00623 LINC00628 LINC00880 LINC01686 LINC02537 LIPE LPGAT1 LSG1 LTB LTBP3 MAGEA3 MAN2B2 MAPK1 MGC16275 MIR3667HG MIX23 MMGT1 MOSMO MPEG1 MROCKI MTF1 MYH7B NAAA NAP1L3 NAPSB NCF4 NDFIP1 NECTIN3 NFATC2 NME4 NPEPPSP1 ORAI3 PATZ1 PAWR PCDH8 PCDHAC2 PCSK7 PDK3 PELI3 PENK PEPD PGS1 PHACTR2 PLPP7 PMEPA1 PRKCB PRUNE1 PSMC5 PTGR3 PTPN18 PTPN6 R3HDM2 RAB11FIP1 RAB40AL RAI14 REEP5 RGP1 RHOBTB3 RHOH RIC8B RPA1 RPS6KA2 RTL6 RWDD3 S1PR4 SHKBP1 SIGLEC5 SLC16A4 SLC25A37 SLC25A6 SMAGP SMIM29 SNX25 SOX7 SPECC1L SPIB SPOCK2 ST14 STAT3 SUMF1 SYNGR4 SYNPO TBC1D9 TCEA1 TLR10 TMEM127 TMEM273 TNFSF9 TOP1MT TP53I13 TPM1 TPRG1L TRAF3IP2 TRAF5 TRIM2 TRIM41 TSHZ1 TSTD2 UNC80 USP44 VPS51 WDFY4 WFDC10A WNK1 WWC2-AS2 ZBTB42 ZDHHC14 ZMAT3 ZNF134 ZNF230 ZNF280B ZNF395 ZNF559 ZNF880 GSE29164_UNTREATED_VS_CD8_TCELL_AND_IL12_TREATED_MELANOMA_DAY3_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29164_UNTREATED_VS_CD8_TCELL_AND_IL12_TREATED_MELANOMA_DAY3_DN ADAM19 ADK ADSS2 AGFG1 ANKH AP1G2 AP2A2 APAF1 API5 ARL14EP ARL6IP6 ARPC1B ATAD2B ATF7 ATP10A ATP13A3 ATP5PB ATP6V1A BCL2L11 BCL2L2 C1D CCT2 CDC42SE1 CDC6 CDK7 CELF1 CEP55 CIPC CMC2 CYLD CYP4F3 DDX46 DEPDC1 DGKG DHX16 EPS8 ERBB3 ERCC6L EXOC2 FANCL FBXO28 FBXO3 FLOT2 FUT7 GEN1 GLA GMFB GNAI3 GPI GPLD1 H3C4 HELLS HLCS HMGB2 HMGN5 IFIT2 IFNAR1 INPP5B INTS5 ITGA1 ITGB2 KATNBL1 KBTBD11 KIF23 L1CAM LRRC8C LSR MAP2K6 MCM4 METRNL MFAP1 MIS18A MOB1A MPC2 MSH3 MTFR1 MTMR14 NCBP1 NCEH1 NCOA1 NDUFA4 NIPSNAP3A NOA1 NPC1 NUCKS1 NUF2 OAT OGDH OGT OSBPL3 PALM PANK3 PARP8 PDIK1L PDPR PILRB PLIN3 PLK4 POLA1 PPA1 PPFIA1 PPIH PPP1CA PPP4R3B PRDX6 PRKAB2 PRKCD PRR13 PRRC2C PSMB3 PTGR1 PUM3 PWP1 PXMP2 RAB29 RAB36 RAB3D RAD18 RAF1 RAMAC RAP1A RBL1 RECQL REEP5 RELCH RFC5 RGS18 RHEBL1 RNASEH1 RNF144A RNF38 RPE RPS14 RRM1 RSPRY1 RSRC1 S1PR2 SBK1 SEMA4A SEPTIN9 SET SGMS1 SGPP1 SH3BP4 SIDT2 SIRT1 SIRT3 SKIC8 SLC26A6 SMC3 SMCHD1 SNORD89 SNRK SOCS4 SPC24 SPIDR SPOP SPTAN1 STAP1 STK36 STRN SUN1 SVIL TAF2 TDRD7 TESK2 TFEC THOC7 TIMELESS TLN1 TMCC1 TNFAIP8L1 TNRC18 TNRC6B TRAM1 TRIM33 TSPAN17 TTF1 TUBA4A TUSC1 TYK2 UBE3B UGDH UNC119B UPB1 VAMP1 VPS13B WASHC5 WDR11 WDR26 WDR3 WDR62 XPO7 YWHAQ ZBTB42 ZC3H15 ZCCHC8 ZNF106 ZNF229 ZNF414 GSE29164_UNTREATED_VS_CD8_TCELL_AND_IL12_TREATED_MELANOMA_DAY3_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29164_UNTREATED_VS_CD8_TCELL_AND_IL12_TREATED_MELANOMA_DAY3_UP ABHD14A ACTL7A ADGRL2 AGPAT2 AJUBA ALDH7A1 ARHGEF40 ATP6V0C AUP1 B4GALT3 BANK1 BTG3 C11orf54 C19orf44 C1orf122 C4B CALML4 CAMTA2 CAND2 CCDC122 CCT3 CD22 CDK20 CEP68 CEP85 CLPP CLPTM1 CMYA5 CNNM2 CNP CNPY3 COMMD9 COMP CRHBP CXCL16 DAGLB DDA1 DENND6B DNMBP DYNLT3 EEFSEC ELAVL4 EMC3 ENC1 ENG ENO3 EPAS1 EPS8L1 EVL EXOG FAAP24 FAM234B FGD3 FLRT1 FRS3 FUBP3 FZD8 G6PC3 GADL1 GBA1 GCNT1 GKAP1 GLB1 GLMP GLT8D1 GLT8D2 GNPTG GSTM3 HDAC11 HERC2 HEXD HGH1 HMOX2 HS6ST1 IDUA IFT172 IQSEC2 IRF2BPL IRF3 ITGB3BP ITPKB JUP KCP KIF21B KLHL25 LAMP2 LAP3 LONRF3 LTF MAP3K12 MARCHF2 MED31 METTL18 METTL22 MMS19 MNT MOB2 MRC2 MUL1 MYBPC3 MYMK MYO1E MYO7A MYRIP NAA80 NCS1 NDFIP2 NDRG2 NECTIN4 NFIB NFKBIB NIPA1 NMD3 NOXO1 NT5C3B OAF P2RX7 PAPSS1 PDE4DIP PDF PECR PIGP PIP4K2C PIP4P1 PLAAT3 PLEKHO1 PNPLA2 PORCN POSTN PPFIA4 PPM1E PPM1F PPP1R10 PRAF2 PTBP1 PTPMT1 RAB2B RLIM RNF135 RS1 RWDD3 SCAMP2 SCN1B SCNN1B SERINC3 SERPINB9 SESN1 SETD2 SFTPC SGSM3 SH2B2 SLC23A2 SLC25A23 SLC36A2 SMIM1 SMPD1 SOAT2 SPINDOC SRGAP3 SSBP4 SSTR5 SUSD3 TBC1D9 TEX35 TGIF1 TICAM1 TJP2 TM2D1 TMBIM1 TMED4 TMED5 TMEM144 TMEM50A TNFRSF11A TP53BP1 TP53I11 TPRKB TSPAN13 TTC39B TTYH1 TXNRD3 UBALD1 UBE2I VAT1L VIPR1 VWF WBP2 WDR75 XPO5 ZEB1 ZFP37 ZFP62 ZFYVE1 ZNF141 ZNF32 ZNF35 ZNF354C ZNF658 ZNF777 ZNF862 GSE29164_UNTREATED_VS_CD8_TCELL_AND_IL12_TREATED_MELANOMA_DAY7_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29164_UNTREATED_VS_CD8_TCELL_AND_IL12_TREATED_MELANOMA_DAY7_DN AANAT ABCB1 ABCC9 ABCE1 ACKR1 ACOT13 ADAMTS1 AKT1 AP1B1 APOL2 ARMCX2 ASB12 ASB2 ATP5IF1 BAG1 C14orf180 C1orf53 C1orf54 CAPSL CARD10 CAV1 CCDC102A CCR9 CD244 CD274 CD7 CDKN1A CHST15 CHURC1 CLDN5 CLEC10A CLU CMTM8 COA3 COMMD3 COX6C COX8A CTLA4 CX3CL1 CXCL2 CXCR3 DLL4 DNAJB13 DNAJB2 DPYSL5 DRAXIN DYNC2I2 EAPP EBNA1BP2 ECE1 ECE2 ELAC2 ELP5 EMC9 ETV5 FABP1 FAM162A FAM98C FCRL1 FGD6 FGFR4 FLRT3 FYN GAA GARIN3 GDF9 GP9 GPANK1 GPCPD1 GPD2 GPR132 GRAP GRM1 GSX1 GTF2F2 HIBADH HM13 HOMER2 HOXD12 HSPB1 HSPBP1 ICAM1 IFT22 IFT43 IL12B IL21R IL7R IMMP2L IPCEF1 IRAG1 ITPK1 JUNB KBTBD13 KITLG MARCKSL1 MARCO MARVELD2 MCRIP1 MGAT3 MMP9 MPP2 MPST MREG MRPL48 MTLN MTMR10 MYC NAAA NAGA NANOS1 NCOA7 NDUFA2 NDUFA6 NDUFAF5 NDUFS6 NPM1 NPR3 NUCB2 NXT1 PAK1 PALLD PAQR4 PARD6A PCBD2 PCP4 PDCD4 PDLIM2 PFDN5 PFN1 PGLYRP1 PHLDA1 PIGP PIGU PIK3IP1 PIN4 PKIB PLAAT5 PLEKHG6 PMVK POLR1H PPP3CC PPT1 PRAF2 PSTPIP1 PTOV1 PTRH2 PVT1 RAB11FIP4 RAB8A RABAC1 RBPMS2 RHOC RNF165 RPL22L1 RTCA RTCB RWDD1 SALL3 SCGN SEC61G SERINC4 SERPINB9 SFTPD SGCE SGSM3 SIGIRR SLC25A25 SLC25A33 SLC41A1 SLC52A3 SNN SNRPF SPAG9 SPIB SPP1 SQSTM1 ST8SIA6 STAP2 TAF4B TAP2 TES THYN1 TIMP3 TM2D1 TMEM123 TNFRSF8 TRIB1 TRIM7 TRIT1 TSPAN9 UNC119 USE1 UST VAMP8 VEGFC VPS37B YIF1B ZBTB10 ZMAT5 ZNRD2 GSE29164_UNTREATED_VS_CD8_TCELL_AND_IL12_TREATED_MELANOMA_DAY7_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29164_UNTREATED_VS_CD8_TCELL_AND_IL12_TREATED_MELANOMA_DAY7_UP ABHD17B ACER3 ACVR1 AFG1L AGPS AIDA AKAP13 ALAS1 ANGEL2 APPL1 ARL13B ASCC2 ATG10 ATP13A3 ATP6V1A ATP6V1E1 ATXN3 BCL2L11 BLOC1S5 BRD7 C16orf54 C16orf87 C2CD5 C6orf89 C7orf50 CASP1 CCNG2 CDC42EP3 CDYL CNNM4 CNOT2 CNTD1 CORO1A CR1L CRAMP1 CSE1L CTNNBL1 CTSS CYRIB DAZAP2 DCAF10 DGAT1 DIAPH2 DIP2B DLAT DTYMK DUSP7 E2F2 EIF3C EML4 EMSY ENTPD7 EPRS1 EXD2 EXOC2 EXOC6 EXTL2 FAM120AOS FAS FBXO22 FBXO33 FBXO45 FOXK1 GAS2L3 GDE1 GOLGA5 HACL1 HAL HMG20A HMGN5 HPF1 HSD17B4 IFNAR1 IFT46 IL10RB INPP5B INTS12 IPO11 ITGB3 ITGB7 JADE1 JARID2 KCTD18 KHDC4 KLF13 LAMTOR3 LDAF1 MAP3K20 MAP3K5 MARCHF5 MBNL3 MBOAT1 METRNL MINDY2 MIR22HG MMGT1 MOB1A MOCS2 MPC2 MRFAP1L1 MSRA MYCBP2 MYNN NCF1 NCOR2 NHLRC3 NOA1 NR2C1 NUCKS1 NUDT4 NUP50 OCRL OGA OGT PANX1 PCIF1 PCMTD1 PDZD8 PLEKHG3 POGLUT2 POLG2 POLR3F PON2 POP4 PPM1D PPP1R21 PPP2R5A PRDM4 PRKCD PTPN12 PTPN6 RAB27A RAF1 RAPGEF2 RBL1 RCSD1 RECQL RICTOR RNF168 RNF38 RPRD1B RPS6KA3 RRAS RREB1 RTN3 RWDD4 SCAF11 SKIC8 SLC30A6 SLC38A2 SMC3 SNRNP48 SOCS6 SPAST SPATA6 SPTAN1 SRGAP2 SRPK1 STAM STK19 SYAP1 SYK TAB3 TENT4A TGFBRAP1 THAP1 TLE3 TLK1 TLR6 TMCO1 TMEM109 TMEM245 TMEM41A TMEM68 TMX4 TNFRSF13B TNRC6B TRAK2 TSN TUBA4A TXNDC11 TYROBP UBN2 USP45 VCL VIM VPS13B VPS53 WDR62 WLS XPO7 YTHDF2 ZBTB42 ZCCHC9 ZCRB1 ZDHHC7 ZMAT3 ZNF277 ZNF672 ZZZ3 GSE29164_UNTREATED_VS_CD8_TCELL_TREATED_MELANOMA_DAY3_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29164_UNTREATED_VS_CD8_TCELL_TREATED_MELANOMA_DAY3_DN ABCA7 ABHD4 ACKR1 ACOT7 AEBP2 AFDN AKAP13 ANAPC16 ARHGAP6 ARHGDIB ARSK ASB2 B4GALNT1 B4GALT6 BACH1 BCAS1 BCL11A BCL3 C1GALT1 CADM3 CASP1 CASS4 CCDC112 CD300A CD302 CD47 CD5 CDC37L1 CDC42EP2 CDCP1 CDH17 CEBPD CEP63 CERS6 CHD9 CHKA CHST10 CLPTM1 CNOT6L CNPY4 COQ8A CSF1R CSGALNACT2 CTNND2 CTSD CTSH CTSS CTSZ CYBA CYRIA DAB2IP DAPP1 DBP DDHD1 DDIT4 DDR1 DGKD DMRTB1 DNAJC22 DOCK10 DSCAM E2F2 EEF2K EIF4B EPB41L3 EVI5 FASLG FCRL1 FILIP1L FLVCR1 FRMD5 GALNT1 GPR155 GPR183 GRAP GSN HAUS8 HDAC10 HLA-DOA HOXC4 HSD17B4 IFFO1 IFIT1 IFT140 IGLC7 IGSF6 IL21R IL31RA IL6R IL7R INPP5F ITGB3 ITPR3 JAK3 JMJD1C KCNK6 KRT80 L1CAM LCP2 LGALS8 LIME1 MADD MAN2A2 MAP3K5 MAPK11 MCEMP1 MDH2 MMP9 MSN MYCBP2 MYG1 MYO1E NAPG NAPSA NCALD NFAM1 NHERF1 NR1D2 NRBF2 NRROS NXPE4 OAS1 OGFRL1 PANX1 PARP14 PDE4DIP PGLYRP1 PGLYRP2 PIK3CG PILRB PNPO POT1 POU2F2 PRCP PRKCB PTCH1 PTP4A3 PTPN1 PTPN12 PTPN6 PTPRO PXYLP1 PYGL RAB37 RAD51C RAP2B RAPGEF1 RARG RASAL2 RBM38 RBM43 RGS12 RGS3 RIPK2 RMND5B RNASEL RPLP2 RSAD2 RTN1 S100A6 SASH1 SASH3 SERPINI1 SESN1 SETD6 SHISA5 SIDT2 SIX3 SIX5 SLC12A2 SLC25A37 SLC25A53 SLC29A1 SLC38A2 SLC44A1 SLC44A2 SMAD1 SPIRE1 SPNS3 SSH2 STARD9 STK4 SUCNR1 SUPT4H1 TEX9 THUMPD2 TMED8 TMEM131L TMEM71 TMEM74 TNFRSF13B TNFSF8 TSPAN9 TYROBP UBN1 USP18 XPO4 ZBP1 ZBTB18 ZMAT1 GSE29164_UNTREATED_VS_CD8_TCELL_TREATED_MELANOMA_DAY3_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29164_UNTREATED_VS_CD8_TCELL_TREATED_MELANOMA_DAY3_UP AASDHPPT ABCG2 ABTB2 ACCS ADCY9 ADGB AK3 AKR1B10 ANGPTL4 ANKRD1 APTX ARAP1 ARHGAP22 ARHGAP5 ARMCX3 ARRDC4 ASCC3 ATPSCKMT BRWD1 BUD31 C15orf40 C1orf53 C4orf19 CBY2 CCDC47 CCL17 CCR2 CCT5 CD207 CDKN2D CFAP20 CHD1 CHD7 CHIC2 CINP CKLF CKS2 CNIH4 CPNE3 CRYAB CSNK1G3 CTDSP2 CTU2 CYB5A CYP4V2 DBI DBR1 DCTN6 DCUN1D1 DDX3X DDX3Y DERL1 DGCR6 DHRS7B DMPK DNAJC15 DOCK4 DPP7 DPY19L1 DPYSL2 DYNC2I2 ECE1 EIF2B3 EMC9 ENY2 ERBIN EZH2 FANCA FARP2 FKBP4 FKBP7 FRMD4A FUCA2 G3BP2 GALK1 GALNT7 GFOD1 GLT8D1 GNA15 GOLGB1 GPD2 GPR160 GUSB HIC2 HINT1 HINT3 HSPA4 IFT25 IFT27 IK ING5 ITGA5 ITIH5 KCNE3 LCN2 LRRC3 MACIR MBNL2 MBOAT1 MBTD1 MCUB MDH1 MED20 METTL23 METTL5 MEX3B MIER1 MORF4L2 MRM3 MRPL52 MSMO1 MTSS1 MYCBP MYRFL NAGA NDRG1 NDUFA1 NDUFA13 NDUFA5 NDUFB11 NDUFB9 NDUFV1 NIT2 NLN NOP53 NSMCE2 NSMF NUDT19 OSGIN2 PDLIM7 PES1 PIGA PIGF PIK3C2A PPP2R3C PPP2R5A PRDX4 PRKAB2 PRKD3 PSAT1 PSMD6 PSPH PSTPIP1 PTGR3 PUM3 RAB9A RALBP1 REV3L RFC4 RHOBTB1 RNF115 RNF139 RNF19A ROMO1 RPAIN RUVBL1 RWDD1 SDC3 SEC11C SERPINF1 SHQ1 SKIC8 SLC31A1 SLC39A1 SLC4A2 SLIRP SNRPD2 SON SOS2 SPCS1 ST8SIA4 STN1 STX8 TEP1 TIAM1 TIMELESS TLE1 TLE6 TM6SF1 TMCC3 TMEM234 TOP1MT TOX4 TRIB1 TRIP11 TRPV2 TSPAN33 TTC32 UBTD2 UNC119 USP47 UXT VDAC3 VKORC1 VPS41 XAF1 ZCRB1 ZNF655 ZNHIT6 ZPR1 GSE29164_UNTREATED_VS_CD8_TCELL_TREATED_MELANOMA_DAY7_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29164_UNTREATED_VS_CD8_TCELL_TREATED_MELANOMA_DAY7_DN ADARB1 AHSG AIF1L ALDH4A1 APOD ARHGEF12 ARHGEF28 ARID3B ARMCX2 ARR3 ASIC4 ATP1A2 ATP5PO BCAT2 C12orf57 C1orf216 CA7 CACNG6 CASKIN2 CAV1 CDH10 CEP170B CLNK CMTM2 CMTM5 CNN1 CNTFR CNTNAP2 COL25A1 COL27A1 CRPPA CRTC1 CTDP1 CTRC CXCL16 CYP8B1 DCC DCTPP1 DHRSX DHX8 DIABLO DIRAS1 DNM2 DNMBP DOCK5 EFHD2 ELAC2 ELN EMD EPCAM EPHX1 EVI2B EVI5L EXOSC5 EXTL3 FADS2 FAM162A FAM167B FBXO10 FBXO36 FGD6 FHIT FLACC1 FLNB FOXP4 FSTL1 FTH1 FUNDC1 FXYD1 FYN GATD1 GCM1 GJB4 GJD4 GLI2 GOLGA7B GOT1L1 GPBP1L1 HLA-DRA HSD17B8 HSPA12A HYOU1 IFT43 INS ITM2A JSRP1 KDM6B KIAA1614 KRT72 KRT79 LCK LENG8 LIM2 LIMCH1 LIN37 LIX1 LLCFC1 LRRC1 LRRC23 LRRC3B LURAP1L LY6D MAGED1 MAP9 MAPK13 MINK1 MRPS27 MYC NAAA NAPSA NCKAP1L NCKIPSD NECAB2 NHERF2 NOL12 ODF1 OR10A4 OR52A1 OR7C1 OTOG PDE4A PDGFA PDZD11 PEX11G PKIB PLEKHO2 POP7 PPFIA4 PRAF2 PRR9 PRRT4 PSMG4 PTOV1 PTRH1 RBFOX1 RHOF RNF150 RNF167 RPH3A RPL6 RPS9 RPUSD1 RTL5 SCNM1 SCNN1B SELENOO SEMA6C SERPINE1 SF3B3 SH2D1B SH3GL3 SHANK3 SIX2 SKP1 SLAMF1 SLC12A3 SLC29A4 SLC30A4 SLC31A2 SLC37A1 SLC38A3 SLC52A2 SLCO5A1 SMAD7 SNX21 SPRR2A SSBP4 ST6GAL1 STARD3NL STS SYCN TANC1 TBC1D22B TCF7 TCTN2 TESK1 TEX35 THEMIS2 THSD7B TMEM138 TMEM54 TMEM64 TMPRSS6 TNFRSF11A TRAF1 TRIT1 TSPAN18 TSPAN7 UBE2I UBE2L3 UBE2S UCP1 UGGT2 UPK1B VAT1 VHL VPS72 WDR83OS ZDHHC14 ZNF358 GSE29164_UNTREATED_VS_CD8_TCELL_TREATED_MELANOMA_DAY7_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29164_UNTREATED_VS_CD8_TCELL_TREATED_MELANOMA_DAY7_UP ABCF1 ABT1 ACOT7 ADAM19 ADGRG3 AGPAT3 ALAD ALDOA ANAPC13 ANTKMT ANXA1 APOE ARAF ATP6V0B AUP1 B4GALNT1 BAX BCL2A1 BHLHE40 BLM BZW2 C9orf40 CAMK2B CASP7 CCL5 CCR2 CCR5 CCR9 CD160 CD19 CD37 CD44 CD82 CD93 CDK5RAP3 CKB CLN8 CMTM7 CORO1B CPT2 CSF1R CSNK1G2 CTSA CTSD CTSH CTSW CWC15 CXCR3 CXXC5 CYBA CYFIP2 DDHD2 DDX24 DENND4C DGAT1 DNAJC1 DNAJC3 DOK2 DTX1 EIF3B ELL2 ENTPD1 ETFB EVI2A EYA2 F2R F2RL2 FASLG FBXW4 FGL2 FIBP FLOT1 FOXO3 FRG1 FUCA1 GEM GIMAP4 GLMP GPC1 GZMA HGSNAT HHEX HOPX HPN ICAM1 ID2 IFI27 IFITM10 IFNG IL12RB1 IL18RAP IL4 IL4I1 INPPL1 IRAG2 IRF8 ITM2C JCHAIN KCNA3 KCTD12 KLRD1 KLRK1 LAMTOR4 LDAF1 LMO4 LY9 LYN MAP3K8 MAPKAPK2 MARCKS MEF2A MIEN1 MMP9 MYO1F MYO6 NBEAL2 NECAP2 NEDD4 NOTCH1 NSMAF NUDT1 PADI2 PCGF2 PDXK PEX6 PHPT1 PIH1D1 PIP5K1A PLA2G7 PLAC8 PLIN2 PMM2 POLR1H PPP3CA PPP3CC PRF1 PRKACB PRKCSH PRPF31 PRPSAP1 PSMB3 PSMB8 PSME1 PXN RAC2 RGS3 RIN2 RNASE4 RNH1 RNPEP RPP25L RRBP1 S100A10 SEC61A1 SELENOK SEPHS2 SFT2D1 SH3D19 SIN3B SIRT3 SLC25A28 SLC25A53 SLC35B1 SLC35B2 SLC3A2 SMPD1 SNX17 SOAT2 SOCS2 SOD2 SPSB2 SPTLC2 SRGAP2 ST3GAL6 SYF2 THY1 TIRAP TK2 TMEM176A TMEM176B TNFRSF18 TNFRSF1B TNK2 TOR2A TOX4 TYRO3 TYROBP UBA7 UBXN1 UFC1 UNC119B VARS1 VCAM1 VCL VKORC1 WDR81 XBP1 XDH ZAP70 ZBTB16 GSE2935_UV_INACTIVATED_VS_LIVE_SENDAI_VIRUS_INF_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2935_UV_INACTIVATED_VS_LIVE_SENDAI_VIRUS_INF_MACROPHAGE_DN ABHD14B ABHD5 ADAM19 AHNAK ANXA1 ANXA2 AP1G2 AQP9 ARHGAP18 ARHGAP5 ARL4C ARL4D ASNS ATP2B1 ATP2B4 ATP6V0D2 ATXN1 ATXN2L BCL2L1 BHLHE40 BSPRY CALM2 CAPN11 CASP1 CASP4 CCDC50 CCL5 CCR2 CD226 CD38 CD44 CDH1 CDKN2AIPNL CEP70 CHIC1 CHPT1 CIPC CNOT6L COMMD3 CST7 CTSD CTSW CXCR3 CXCR6 CYFIP2 CYRIA CYRIB DAPK2 DIPK2A DKKL1 DMRTA1 DOCK5 DPM3 DSTN EBPL EEA1 ELL2 ENTPD1 EOMES EPSTI1 ERLIN1 F2RL2 FCGR2B FIBP FRRS1 GALNT3 GGH GIMAP4 GNPTAB GPHN GRAMD1B GRINA GSAP GVINP1 GZMK GZMM H2AZ1 HCST HDHD5 HLA-A HLA-H HMGB2 HOPX ID2 IFNAR2 IFNG IFNGR1 IL12RB2 IL15 IL18R1 IL18RAP IL2RA IL7R IMPACT ITGA1 ITGA4 ITGAL ITGAX ITGB1 KATNB1 KCNJ8 KLRC1 KLRC2 KLRC3 KLRK1 L1CAM LAIR1 LDAF1 LGALS1 LPIN1 LPIN2 LRRK1 MFSD6 MLKL MYADM MYO1F MYO3B MYO5A NKG7 NRP1 NT5E OSBPL3 OXSM PARP8 PCGF2 PDE2A PFKP PGLYRP1 PIK3R5 PLEKHM3 POGLUT2 POLK PPIL2 PPP1R35 PPP3CC PRDM1 PRF1 PRKAR2A PTGER4 PTPN13 PTPN2 PTPN22 PTPRJ RAD50 RDM1 RGS1 RNF216 RORA RPA2 RRP1B RUNX2 S100A4 S100A6 S1PR5 SAMD3 SLAMF7 SLC52A3 SMPDL3B SNX10 SOAT2 SOS2 STARD10 SYTL2 TASL TBX21 TMBIM4 TMEM65 TNFRSF1B TNFSF14 TNFSF8 TTC39B TTC39C TTC7B UBA6 UNC5A VIM WWP1 ZDHHC2 ZEB2 ZFAND4 GSE2935_UV_INACTIVATED_VS_LIVE_SENDAI_VIRUS_INF_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE2935_UV_INACTIVATED_VS_LIVE_SENDAI_VIRUS_INF_MACROPHAGE_UP ABCA3 ABCG1 ABLIM1 ACSF2 ACTN1 ADAM11 ADCY6 ADD3 ALS2CL AMPD1 ANKRD55 ARHGAP28 ASPDH BBOX1 BIRC5 C2CD4B CALCRL CCDC28B CCR4 CCR7 CCR9 CD79B CDK5R1 CEP295NL CHST15 CLASP2 CLEC18A CLSPN COL4A4 CXXC5 CYTH3 CYTIP DACT1 DAPL1 DGKA DNAJB5 DNMT3A DPP6 DUSP10 EGR2 ENG EPHX1 EPO ETV3 EXT1 FAM156A FAM78A FETUB FOXO1 GABRA4 GDF10 GNAS GPR146 GRIA3 GRIFIN GRK6 GTF2IRD1 HDAC4 HIF1A ID3 IDH2 IFNGR2 IFT80 IGFBP4 IKBKE IKZF1 IKZF2 IL17RC IRS2 ISM2 ITGAE IVL JMJD1C KCNA2 KDM5A KLF13 KLHDC2 LBH LEF1 LIPE LRAT LRP1B LRRC42 LRRC75A LRRC8A MAP4K2 MAP4K4 MC2R MFHAS1 MGST2 MME MTSS1 N4BP2 NAALADL1 NAB2 NLK NMNAT3 NPC2 OSBPL1A PACSIN1 PADI3 PDK1 PDLIM4 PELI1 PIK3C2A PITPNM2 PLEKHG2 PLEKHO1 PMEPA1 PPIC PRKD2 PRPS2 PTPN14 RAB3IP RALGPS2 RAMP1 RAPGEF4 RAPGEF6 RASGRP1 RBM38 RGS10 RGS9BP RHOH RRAS2 S100Z SATB1 SELENOP SELL SEMA6A SH3PXD2A SIK1 SIPA1L1 SIX2 SLC12A7 SLC16A5 SLC6A19 SMC4 SNX30 SOX1 SPRED1 ST3GAL1 ST6GAL1 ST8SIA1 STAMBPL1 STT3B SYNPO TBL1X TCF20 TCF7 TET1 TFRC TGFBR3 TIAM1 TIMP2 TMEM108 TMEM131 TMEM214 TMIE TOP2B TOX TREML2 TRERF1 TRIB2 TSPAN13 TUBB2A UBE4B USP28 USP44 WNT10A XKRX ZIC1 GSE29614_CTRL_VS_DAY3_TIV_FLU_VACCINE_PBMC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29614_CTRL_VS_DAY3_TIV_FLU_VACCINE_PBMC_DN ABCA8 ABRA ADAMTSL2 ADAMTSL4 AHSA2P AKAP8L AMN ANKS1A ANO4 ANXA13 APLP1 ASIC5 ATP8B3 AVPR1A B3GNT6 BFSP2 BRINP2 BRSK1 BTF3P11 C1orf167 C20orf144 C3P1 C4orf46 C9orf24 CABP1 CBLC CBX2 CCDC7 CCDC81 CD2BP2 CDH4 CFAP20 CFAP300 CFAP47 CHRD CNTNAP3 COL5A2 CPNE9 CRYBB1 CSN1S1 CUL1 DACT3 DCAF15 DENND2B DGKH DIPK1C DMBT1 DMD DMGDH DNAH9 DNAI1 DNAJC25 DPP10-AS1 DPY19L2P3 DTL DYNLT2 ENSG00000245651 ENSG00000261070 ENSG00000263547 EOLA2 ETNK2 EXD3 FABP4 FAM83B FRMPD4 FRY-AS1 FRZB FSD1 GINS2 GLI2 GLIS1 GPHB5 GPR156 GPR37 GRHL2 GRIK2 GULP1 H2BC13 H4C9 HBBP1 HBZ HCCAT5 HHIPL1 HOXD8 HSPA5 HTN3 HTR5A IZUMO1 KCNB1 KCNIP1 KCNIP4 KHDC1 KIF26A KIF28P KSR2 LINC00051 LINC00472 LINC00870 LINC00906 LINC02003 LINC02226 LRRC3 LYNX1 MAP3K4 MIR124-2HG MIXL1 MMP24 MVK MYL3 NAB2 NAV2-AS6 NCAPG NKAIN2 OPN1SW OR2B2 OR2F2 OR52A1 OR7C1 PAX1 PAX2 PCGEM1 PDLIM3 PDX1 PFKFB2 PHF8 PHYHIPL PKP4-AS1 PLA2G2E PLCZ1 POU4F1 PPP4R3C PRKACG PRPF38A PRR22 PRR35 PRR7-AS1 RBM26-AS1 RELN RFESD RGMB-AS1 RNASE7 RTP5 S100A7A SEMG1 SEMG2 SEPTIN4 SH2D6 SHROOM2 SLC22A1 SLC22A8 SLC25A5-AS1 SLC39A2 SLC5A8 SMC1B SMIM17 SMTNL2 SOX11 SPATA31E1 SPC24 SPIC SRARP SSU72L6 STEAP1 STXBP5L SYCE3 SYMPK TEX19 TGM4 TMC2 TMEM254-AS1 TMEM52B TMPRSS11E TOR1AIP2 TRAPPC1 TSPO2 TTC23 TTK UPP2 USHBP1 WDR62 ZNF112 ZNF257 ZNF334 ZNF436-AS1 GSE29614_CTRL_VS_DAY3_TIV_FLU_VACCINE_PBMC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29614_CTRL_VS_DAY3_TIV_FLU_VACCINE_PBMC_UP ABCA12 ABCB8 ACVRL1 ADAM30 ADAMTS8 ADARB2 AHDC1 AIRE ANGPTL1 APEX2 ARFGAP2 ARHGEF28 ASIC3 ASPA ATP8B1-AS1 B4GALT2 BPIFB1 C15orf32 C19orf48P CCL2 CCN6 CDC37 CDC40 CDH12 CDIP1 CDKL5 CFC1 CHKB CINP CLDN3 CNOT10 CREB3L3 CRIP1 CRYGN CST9L CTNNA2 CTXN1 CXXC5 CYP11A1 DDO DDR1-DT DDX19B DEFB127 DKK4 DOCK6 DOK4 DPEP1 DRD5 DUOX1 ECSIT EEF1E1 EFNA3 EHF EMC9 ENSG00000286546 EPHX3 ERLEC1P1 F3 FAM131C FAM162B FAM185A FARS2 FGD5-AS1 FGF8 FGFR3 FLG FMO6P FSTL5 FUT1 FZD10-AS1 GABRB1 GAD1 GADD45GIP1 GALNT5 GALR1 GALR2 GJA8 GJD4 GRM4 HDAC6 HES1 HEXA-AS1 HMCN1 HOXA-AS2 HSD11B1L HSPD1 HYAL6P IGLV4-60 INSM1 JARID2 KCNJ4 KHDRBS2 KRTAP19-3 LAGE3P1 LCN8 LDHAL6A LIG4 LIMS2 LINC00102 LINC00276 LINC00930 LINC01226 LINC01904 LINC02135 LINC02877 LMOD3 LRTM2 MAMDC2-AS1 MARK1 MESP1 MIR663AHG MLH1 MMP21 MROH2B MTA2 MYOT NEDD9 NEU2 NIM1K NMRAL2P NOTUM NQO1 NUP155 NXNL1 NXNL2 OR1A2 OR2B6 OR52D1 OR7E19P OR8B8 OR8G1 ORMDL3 PAK2 PARVA PCDHA9 PCOLCE2 PDS5B PEBP4 PHB1 PITX2 PLD4 POLD4 POM121L10P POU1F1 PPP1R1C PROX2 PRR29 PRX RHOV RIPPLY3 RIT2 RNF150 RNF25 ROMO1 RPL23A RPS14 RUNDC3A SERPINE1 SLC10A2 SLC18A3 SLC35F5 SLC51A SLC9A3 SMIM3 SMTN SNRPC SPRYD4 SYDE1 SYTL5 TAFA5 TDP2 TEX46 TIGD6 TLL1 TMEM74 TNFRSF19 TREX2 TRGV5 TRPV5 TRPV6 TSTD2 UBE2D3 ULBP1 UMAD1 UNK WASIR2 ZCCHC9 ZNF225-AS1 ZNF480 ZNF497 GSE29614_CTRL_VS_DAY7_TIV_FLU_VACCINE_PBMC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29614_CTRL_VS_DAY7_TIV_FLU_VACCINE_PBMC_DN ADIPOQ ALG5 ALG9 ANKRD16 ARHGAP42 ASB3 ATG4A AURKA B4GALT3 BFSP2 BHLHE41 BLNK BMAL2 BUB1 BUB1B C11orf24 C11orf80 CAV1 CCDC113 CCDC167 CCNB1 CCNB2 CD38 CDC20 CDC6 CDK1 CDKN3 CENPF CENPI CENPS CEP128 CEP55 CHAC2 CHEK1 CLINT1 CLPTM1L COBLL1 COL4A4 CREB3L2 CRELD2 CSE1L CXCR3 DCPS DENND5B DLGAP5 DMGDH DNAJB11 DSN1 DTL E2F8 EAF2 EFHC1 EMC9 ENSG00000124835 EOLA2 ERLEC1 FAM98A FBH1 FBXO5 FKBP14 FOXM1 GARS1 GEN1 GGH GINS1 GLCCI1 GLDC GMPPB GNG7 GPLD1 GPRC5D GPT2 GULP1 GUSBP11 H4C3 HIBCH HMMR HSD17B6 HSP90B1 IFT25 IGHM IGKC IGKV1-5 IGKV1D-13 IGKV3-20 IGLJ3 IGLL3P IGLV1-44 IGLV3-19 INS ITM2C JCHAIN KIF11 KIF14 KIF15 KIF4A KLHL14 KNL1 LINC02245 LLCFC1 LMAN1 MAGEB18 MAN1A1 MANEA MANF MARS1 MCEE MCM2 MELK MKI67 MRPL12 MRPL35 MRPS7 MTHFD1 MYDGF MYL6B MYO1D MZB1 NCAPG NT5DC2 NUDT5 NUF2 NUSAP1 OIP5 OSTC PARM1 PARPBP PBK PCLAF PDIA5 PGM3 PHTF1 POU2AF1 PPIB PRDM15 PRDX4 PRPF38A PTTG1 PWWP3B RASGRP3 REXO2 RGS13 RPN2 RRM2 RTN4IP1 S100PBP SCG3 SDC1 SDF2L1 SDHA SEC11C SEC24A SEC61B SEL1L3 SELENOS SHCBP1 SLAMF7 SLC2A5 SLC30A5 SLC39A14 SLC41A2 SLC44A1 SMC2 SPAG5 SPATS2 SPCS1 SRP54 SRPRB SSR3 STT3A SUB1 TMEM19 TNFRSF13B TNFRSF17 TPD52 TPM4 TPX2 TRAM2 TRIP13 TTK TUBG1 TXNDC15 TYMS UBA5 UBE2J1 UGT2B17 USO1 VOPP1 WFS1 XBP1 ZC3HAV1L ZCCHC2 ZNG1A ZWINT GSE29614_CTRL_VS_DAY7_TIV_FLU_VACCINE_PBMC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29614_CTRL_VS_DAY7_TIV_FLU_VACCINE_PBMC_UP A2ML1 ABT1 ACKR2 ACVR2B-AS1 ACVRL1 ADAM3A ADAMTS4 ADAMTS8 ADAMTSL3 AHI1-DT AIF1L AIRE ALDH3A1 AMER3 ANGPTL1 ASIC3 B3GNT3 BAALC-AS1 BEAN1 BLOC1S3 BMP10 BMP2 BUD31 C1QB C2CD4C C6orf62 C7orf33 C9orf163 C9orf24 CACNA2D1 CAPN8 CASC16 CD48 CELP CES5A CFAP99 CHRM5 CLCN2 CLDN16 CLPS COL4A5 CPQ CREM CSGALNACT2 CSNK2A2 CYP4A22 CYP4X1 DAB1 DAP DDIT4 DGCR5 DIPK2B DOCK2 DUOX2 EDN2 ELOA2 ESPNL FAM174C FAM182A FAM186B FCN2 FGA FGF19 FGFR3 FLG2 FRMD6 FSHR FUT1 GABRB1 GAD1 GALT GDF5 GJA8 GLIS2 GNLY GPR161 GPX5 GREM2 GRM4 HAAO HOXA3 HOXB7 HS3ST6 HYAL2 IHO1 IL11 IL22RA2 IL24 KCNK9 KRTAP1-3 KRTAP19-3 LCN6 LDHAL6A LENEP LINC01095 LINC01530 LINC01949 LINC01968 LINC02483 MAN2B2 MATN4 MCMDC2 MED9 MIGA1 MIRLET7BHG MLNR MOBP NBPF5P NCOA1 NMD3 NTRK3-AS1 NXNL1 OR51J1 OR7E19P OR8G1 PAGE1 PALMD PANX2 PARVA PDE4A PDHA2 PDLIM7 PEBP4 PER3P1 PHACTR2-AS1 PITX2 PKD2L2 PKHD1 PLEKHN1 POLE4 PRAC1 PROCR PRX PTMS PTP4A1 RACGAP1P1 RAD51B RAET1E RBM18 RIPPLY3 RNF213-AS1 RNF215 RPL23AP53 RUSC2 RXFP2 SAG SALL3 SEC24B SEMA5A SERPINB5 SIGLEC6 SIGLEC8 SLC13A4 SLC5A4 SMAP1 SMCO1 SNORC SNX7 SOX4 SPRR2B SSTR2 STATH STK4 STRN3 SYF2 SYNDIG1L TAS2R41 TEAD2 TGIF1 TJP1 TLE6 TMEM247 TMEM63B TMX4 TOB1 TPSB2 TRPC6 UBXN10 UQCC5 USP25 VSTM2A WNK3 WWC2-AS2 ZDHHC2 ZNF157 ZNF408 ZNF576 ZSCAN1 GSE29614_CTRL_VS_TIV_FLU_VACCINE_PBMC_2007_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29614_CTRL_VS_TIV_FLU_VACCINE_PBMC_2007_DN ABCA8 ABRA ADAMTSL2 ADAMTSL4 ADD2 ADIPOQ AHSA2P AMN ANKRD16 ANO4 ASB3 ASIC5 AURKA B4GALT3 BFSP2 BHLHE41 BUB1B C11orf24 CABP1 CAV1 CCDC167 CCNB1 CCNB2 CD1E CD38 CDC27 CDK1 CDKN3 CENPF CEP162 CEP55 CEP70 CFAP20 CFAP300 CFB CHAC2 CLPTM1L CNTNAP3 CPNE4 CRYBB1 CST1 DDX17 DENND5B DLGAP5 DMBT1 DMGDH DNAJC25 DSN1 DTL E2F8 EFHC1 EMC9 ENSG00000124835 EOLA2 EXD3 EXTL3-AS1 FABP4 FAM98A FANCM FOXM1 FSCN3 GINS1 GLDC GLI2 GMPPB GPHB5 GRHL3 GULP1 GUSBP11 H4C9 HMMR HSD17B6 HSP90B1 HSPA5 IGLJ3 IGLL3P IGLV1-44 IGLV3-19 IQCF6 ITM2C IZUMO1 KCNIP4 KHDC1 KIF14 KIF15 KIF20A KIF28P LINC00472 LINC00616 LINC02226 LRRC3 MAGEB18 MCM2 MINAR1 MIR124-2HG MKI67 MRPL12 MRPL35 MRPL45P2 MRPS7 MSX1 MZB1 NCAPG NT5DC2 NTNG1 NUF2 ODR4 OIP5 OR52A1 OXGR1 PALD1 PARM1 PBK PCDH12 PCLAF PDZK1 PHF8 PHTF1 PHYHIPL PLPPR5-AS1 POU4F1 PPP4R3C PRDM15 PRPF38A PRR7-AS1 PRSS50 PURPL RAB40C RBM26-AS1 RFESD RGMB-AS1 RGS13 RNF170 RRM2 SAXO2 SCOC-AS1 SDHA SEC11C SEC24C SEC61B SEMG1 SEMG2 SH2D6 SHCBP1 SHROOM2 SIGLEC6 SLC22A1 SLC25A5-AS1 SLC2A5 SLC9B1 SMC2 SORCS3 SPAG5 SPATA31E1 SPC24 SPIC SRARP STATH STEAP1 STK31 STX19 TAS2R40 TCP10L3 TEF TMEM168 TMEM19 TMPRSS11E TNFRSF17 TPD52 TPM4 TRAM2 TRIP11 TUBG1 TYMS UMODL1 WWC1 XBP1 XKR6 YTHDF1 ZBTB8A ZC3HAV1L ZCCHC2 ZNF22-AS1 ZNF257 ZNF625 ZNF99 ZWINT GSE29614_CTRL_VS_TIV_FLU_VACCINE_PBMC_2007_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29614_CTRL_VS_TIV_FLU_VACCINE_PBMC_2007_UP ABHD12B ABHD8 ACSM5 ACVRL1 ADAM30 ADAMTS8 ADAMTS9-AS2 ADAMTSL5 ADARB2 AIRE ALDH3A1 AMELX ANGPTL1 ASIC3 ATP6V1G3 AZGP1P1 BMP2 BPIFB1 C15orf32 C2CD4C C7orf33 C9orf131 C9orf163 C9orf24 CAPN6 CASC2 CCL2 CCNK CDC40 CDH12 CFAP99 COL15A1 COL4A5 CPQ CREB3L3 CRYGN CST9L CTNNA2 CTXN3 CYP11B1 CYP4A22 DAB1 DCBLD2 DCST2 DDIT4 DNAJB5 DPEP1 DRD5 DUOX1 ECSIT EDN2 EFNA3 ELOA2 ENSG00000235138 EPHX3 ERBB4 ERLEC1P1 FAM185A FGFR3 FLG2 FMO6P FRMD6 FSHR FUT1 FZD10-AS1 GAD1 GALNT5 GJA8 GJD4 GPX5 GRIK2 GRM4 HAAO HMCN1 HOXA-AS2 HSD11B1L HYAL6P IGSF3 IL17RE IL22RA2 IL24 INSM1 KCNJ4 KCNJ8 KCNK4 KCNK9 KLHL34 KLHL41 KRBOX1 KRTAP19-3 L3MBTL1 LCN6 LDHAL6A LENEP LHB LHFPL3 LINC00216 LINC00276 LINC00955 LINC01095 LINC01949 LINC01968 LINC02483 LINC02877 LINC02912 MALRD1 MAPT MATN4 MCMDC2 MESP1 MIGA1 MIRLET7BHG MLNR MYH7 MYOT NANOS3 NBPF5P NCOA1 NEU4 NIM1K NMD3 NTN1 NXNL1 OR1A2 OR52D1 OR7E19P OR8B8 OR8G1 OR8G2P OTOGL PANX2 PARVA PCDHA9 PCOLCE2 PDLIM7 PDZRN4 PEBP4 PER3P1 PHACTR2-AS1 PITX2 PLIN4 PNLIPRP2 POLE4 PPFIA1 PRKACG PRX RAD51B RASA1 RIPPLY3 RPL23AP32 SALL3 SEPTIN4 SERPINB11 SLC10A2 SLC18A3 SLC24A5 SLC38A3 SLC9A3 SMAP1 SMCO1 SMIM32 SMTN SNORC SNX7 SOX4 SPATA45 SPRR2B STK4 STRN3 SYDE1 TAFA5 TEX14 TGIF1 TLL1 TPTE2P6 TRIM16L TRIM65 TRPA1 TRPC6 TSTD2 UBE2D3 UBXN10 ULBP1 UQCRFS1 USP25 WASIR2 ZBTB49 ZDHHC2 ZNF157 ZSCAN1 GSE29614_DAY3_VS_DAY7_TIV_FLU_VACCINE_PBMC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29614_DAY3_VS_DAY7_TIV_FLU_VACCINE_PBMC_DN ACADM ACOXL ALG14 ALG5 ARHGAP42 ARL1 ATP5PF B4GALT3 BHLHE41 BLNK BUB1 BUB1B C11orf80 C3orf52 CAV1 CCDC113 CCNB1 CCNB2 CD180 CD38 CDC20 CDC6 CDK1 CDKN3 CENPI CENPM CENPS CEP128 CHAC2 CHEK1 CLPTM1L COBLL1 COL24A1 COL4A4 CRELD2 CRYBA4 CXCR3 CXXC5 DCPS DENND5B DERL2 DERL3 DLGAP5 DNAJB11 DOCK3 E2F8 EAF2 EFCAB11 EFHC1 ENSG00000291006 ERLEC1 FAIM FAM174A FASTKD1 FCRL5 FGD5-AS1 FICD FKBP14 FKBP3 GADD45GIP1 GALK2 GARS1 GEN1 GGH GINS1 GLCCI1 GLDC GMPPB GNG7 GPLD1 GPRC5D GPT2 GUSBP11 H4C3 HIBCH HMMR HSP90B1 HSPD1 IGHM IGKC IGKV1D-13 IGKV3-20 IGKV4-1 IGLJ3 IGLL3P IGLV1-44 IGLV3-19 IGLV6-57 ITM2C JCHAIN KDELR2 KIF4A KLHL14 LAX1 LIG4 LMAN1 MACIR MAN1A1 MANF MCEE MIR155HG MKI67 MOXD1 MRPS14 MYDGF MYL6B MZB1 NARS2 NCAPG NLRP14 NOC3L NT5DC2 NUF2 OIP5 OSBPL10 OSTC PARM1 PBK PCLAF PDIA5 PERP PGM3 PHB1 PHB1P19 PHGDH PNOC POLR3G POU2AF1 PPIB PRDM15 PRDX4 PTTG1 RAB30 RASGRP3 RNASEH2C RNF121 RPN2 RRM2 SCG3 SDC1 SDF2L1 SEC11C SEC24A SEC61B SEL1L3 SELENOS SHCBP1 SLAMF7 SLC16A14 SLC25A4 SLC2A5 SLC35F2 SLC35F5 SLC38A5 SLC44A1 SLC7A11 SNRPG SP140 SPAG5 SPATS2 SPO11 SRP54 SRPRB SSPN SSR3 STIL STK19 SUB1 SUCLA2 TEX9 TIGD6 TLR10 TMEM19 TNFRSF13B TNFRSF17 TPD52 TRAM2 TRIP13 TXNDC11 TXNDC15 UBE2J1 UGT2B15 UGT2B17 UMAD1 UQCRH VOPP1 XBP1 ZBTB32 ZCCHC9 ZNF225-AS1 ZNG1A GSE29614_DAY3_VS_DAY7_TIV_FLU_VACCINE_PBMC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29614_DAY3_VS_DAY7_TIV_FLU_VACCINE_PBMC_UP ACKR2 ADAM3A ADAM7 AGRP AIF1L AKAP8L ALDH3A1 ANO4 ARR3 BLOC1S1 BPIFA1 BRINP2 C14orf180 C1QB C1QC C1orf127 C1orf167 C1orf54 C2orf80 C4orf46 C6orf62 CA5A CAPN8 CBLC CBX2 CCDC87 CCER1 CCL13 CDH16 CDON CECR2 CELP CHP2 CHRD CHRM5 CHRND CLDN16 CLPS CRB2 CRYBB2 CYP3A43 CYP4B1 DDR1-DT DDX28 DRAIC EDNRB EFNA2 EHD2 ELOVL2 ENSG00000237250 ENSG00000245651 ENSG00000248540 EPHA7 EPIC1 FAM110D FAM21EP FAM9A FAR2P1 FBP1 FCAMR FFAR1 FGF19 FGF22 FGF4 FRK FSD2 GALT GDF5 GDF9 GP2 GPT GRIA4 GRIK1 GSTA3 GUCY2F GYPB HBBP1 HCN4 HGFAC HHIPL1 HOXB5 HRG HS6ST2 ICA1 IHH IL15RA IL17F INE1 KARS1 KCNJ6 KLHL35 KRTAP5-8 LGI1 LINC00705 LINC00927 LINC01095 LINC01341 LINC01356 LINC02483 LOX LPAL2 LPO LRATD1 LRRC4C LRRN4 LY6E MARVELD3 MBOAT2 MED9 MIR30C2 MOBP MTMR9LP MYLK2 NEUROD1 NPY2R NTRK2 NUDT19 OR2F2 OR51B6 OSTM1-AS1 PALMD PANX3 PAX2 PCDHB15 PCDHB18P PCGEM1 PDCD1LG2 PDE1C PDHA2 PDLIM3 PFN4 PKDCC PKHD1 PRKAG2-AS2 PRLR PRR22 PSCA PTGES PTPN3 RAB40A RAB40AL RASIP1 RBFOX2 RBMY2FP RBP3 RGSL1 RRM2B RTP3 RXFP1 S100A5 SAMD1 SAYSD1 SCTR SEMA5A SH2B3 SHISA6 SLC17A6 SLC22A25 SLC25A10 SLC45A2 SMTNL2 SNHG4 SNORA17B SORBS2 SSH3 SSTR2 STATH SYT12 TAS2R38 TAS2R41 TBX6 TCP11 TEX19 TNFSF8 TOR1AIP2 TRIM16L TRPM3 TTPA UGT2B4 UNC13A VHL WDFY3-AS2 WDR88 XDH XPNPEP2 ZNF576 ZNF70 GSE29615_CTRL_VS_DAY3_LAIV_IFLU_VACCINE_PBMC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29615_CTRL_VS_DAY3_LAIV_IFLU_VACCINE_PBMC_DN ABCB10 ABLIM1 ADAM30 ADRA2A ALG10B ALYREF ANGEL2 ANKS6 AP3D1 AQR ARRDC1-AS1 ARX ATL3 BBS2 BBS4 BBS7 BPNT2 BRS3 C5orf15 C6orf62 CABCOCO1 CALY CARNMT1 CASP6 CEP126 CEP290 CEP350 CFAP210 CFAP298 CHCHD4 CHMP3 CLCN3 CLEC2D CLEC4F CMBL COASY CPE CRHR2 CTNNBL1 CWC27 DDB1 DDX17 DDX53 DDX60 DECR1 DHX32 DKK4 DKKL1 DNAAF10 DNAAF2 DNAJC13 DNAJC16 DNAJC24 DUSP15 ECH1 ELAVL1 ENSG00000269155 EOLA2-DT FAM163A FAM170B FAM215A FLJ13224 FLJ20021 FTO FTX GARIN2 GCFC2 GIMAP2 GJA3 GJB1 GJB5 GTF2E1 GTF3C2 H3C11 HDAC11 HMGB4 HSD17B4 IDE IGFBP1 IGLV3-19 IGSF6 IL11 IL27RA IPO9 IQSEC2 IRGM ISX ITK KASH5 KLHDC3 KLHDC7A KRTAP4-8 KRTAP7-1 LACRT LAMA4 LARP1 LCN12 LINC00943 LINC01364 LINC02012 LNPEP LPXN LRFN1 LY6E-DT MACF1 MAVS MEIS3 METTL3 MFSD8 MIPOL1 MNDA MON2 MRPS18B MRPS31 MTCH2 MTIF3 MUS81 NDUFA8 NEK2-DT NPAS3 NR5A2 ODAD3 OGG1 OIP5-AS1 OXCT1 PANK3 PCYOX1 PDCD6IP PDCL2 PLAC8 PLEKHG6 POLK PPM1L PPP2R1A PRDX1 PREPL PRKACB PROCA1 PTCD2 RAG1 RANBP3L RASGRP1 RBP3 RNF111 RNF145 RNF151 RNF170 RPGRIP1L RPL13P5 RTCB SAMD13 SEC16B SEC24B-AS1 SELENBP1 SERPINA7 SETD5 SF3B3 SLAMF6 SLAMF9 SLC7A1 SNAPC3 SPCS3 SPG11 SRSF1 ST6GAL1 STING1 STYX SYNRG TDH-AS1 TMX3 TNFRSF17 TNPO2 TRAC TRADD TRAF5 TREM2 TRG-AS1 TRPS1 TTC9B TUT4 UBQLNL VEPH1 VIT VPS36 WDR12 WNT2B XPO1 XRCC5 YWHAEP7 ZFHX4-AS1 ZKSCAN1 ZMYND11 ZNF404 ZNF512 GSE29615_CTRL_VS_DAY3_LAIV_IFLU_VACCINE_PBMC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29615_CTRL_VS_DAY3_LAIV_IFLU_VACCINE_PBMC_UP ABHD13 ABHD17C ACOT12 ACTL7A ADGRG3 AFAP1L2 ALPK3 ANKRD22 ANKRD52 ANXA3 ARIH2 ATG2A B3GNT2 B3GNT5 BACE2 BBOF1 BCLAF1 BRAF BRIX1 C15orf39 CAMKK1 CARMIL1 CCDC28A CCDC85C CCNG2 CCR3 CELF4 CHD1 CHMP2B CLEC2B CNEP1R1 COIL COQ10B COX7A2 CREBRF CRY1 CRYAB CXCL1 CYB5R2 DACH2 DCP1A DDA1 DHX9 DNAJB9 DNTTIP2 DPM1 DPYSL3 DTL DUSP10 EMC6 ENSG00000250685 EPHA8 ERO1A ESCO1 ETF1 FAM53C FAM8A1 FBXL3 FBXW5 FFAR2 FYTTD1 GABARAPL1 GAL3ST3 GGT2P GNA13 GNG12 GRM2 GRTP1 GTF2B HBB HMGXB4 HNRNPH2 HSPA13 IFIT5 IFNA17 IGHV7-81 ING3 IP6K2 ITPRID2 KBTBD2 KBTBD8 KCNJ15 KCNV1 KRT78 LAMP3 LAPTM4A LCE2B LHX6 LIMK2 LINC01348 LONRF1 LYVE1 MAGOHB MAP3K2 MAPK6 MBIP MBOAT7 MED30 METTL16 MKNK2 MMADHC MMP12 MMP25 MN1 MNT MRGPRX3 MTMR6 MYOD1 MZT1 NDEL1 NUDT15 NUP98 NXF2 OLFM1 PCDHB6 PCDHGA10 PCIF1 PEX12 PEX13 PHF13 PI4K2A PLEKHA3 PML PNPLA8 PPP2CA PPP4R2 PPRC1 PRC1 PRPF40A PRSS33 RAB11FIP4 RAB1A RAB2A RAB30 RAE1 RAMP2 RAP2C RASGEF1B RBP1 RCL1 RNF212B ROPN1B RPS3A SAMD15 SAMSN1 SERPING1 SGTB SIPA1L2 SLC25A28 SLC25A39 SLC34A2 SLC45A4 SNX4 SPRR4 SPTY2D1 STRAP SUCO SUMO1 SYF2 TBC1D15 TBPL1 TFAM TFG TGIF2 THBD TIGAR TLE4 TLK2 TMEM11 TMEM167B TMEM45B TNFAIP6 TOMM70 TOPORS TXNDC16 UGT2B28 USP30 VAPB VNN3P VPS37B WNK4 YPEL5 YTHDF3 ZDHHC18 ZFP36L1 ZNF24 ZNF586 ZNF598 ZNF644 ZNF770 ZRANB1 GSE29615_CTRL_VS_DAY7_LAIV_FLU_VACCINE_PBMC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29615_CTRL_VS_DAY7_LAIV_FLU_VACCINE_PBMC_DN A1BG-AS1 ADSS2 AK4 AKAP9 ALPL ANGPTL1 ANKFN1 ANKRD36 ANKRD45 ARRDC1-AS1 ATAD3B ATL2 ATP8A2 AWAT1 BASP1-AS1 BCAM BORCS5 BPTF BTG2-DT C1GALT1C1L C21orf62 C5orf64 C7orf50 CACNA1G CACTIN CAPN10 CARD18 CARMIL2 CCL20 CDAN1 CDR1 CENATAC CFAP210 CHRNG CLDN1 CLEC3B CLEC4F CT83 DCAF4L1 DDX53 DEFB124 DHX32 DHX57 DKK4 DLEC1 DNAJB7 DPYSL3 EDNRB-AS1 ENSG00000255537 ENTREP2 EOLA2-DT EREG ERICH5 EVX1 FAM107A FAM151A FAM205A FAM215A FAM230C FAM43B FARP1 FDXR FGF1 FICD GARIN2 GATA5 GGACT GMEB1 GPSM1 H1-3 H19 H2BC8 H2BW2 H3C11 H4C2 H4C3 HECTD1 HNRNPA2B1 IFNA8 IFT27 IGF2BP2-AS1 IGHV7-81 IGLV3-19 IL22 IL36B IL6 INPP4A INTS11 IRGM ISX KCNG2 KCNG4 KCNQ3 KIAA0087 KLHDC7A KRTAP4-8 KRTAP8-1 LDLRAD4-AS1 LEP LINC00184 LINC00314 LINC00645 LINC00857 LINC00924 LINC00943 LINC01310 LINC02709 LOXL1 LRFN1 MAP2K4 MDC1 MIPOL1 MPHOSPH9 MYO1D NACAD NBEAP1 NEBL-AS1 NECAP2 NEK11 NHERF2 NLE1 NTRK2 NUP210P1 OBP2B OGFRP1 P2RX6 PACRG PCGF6 PDILT PIK3CD-AS1 PLEKHG6 PMS2P4 PROCA1 PTPN22 RAG1 RARRES2 RBM25 RBP3 RIC3 RNF151 RNF152 ROPN1 RTP1 RTP4 SAMD15 SDCCAG8 SELE SERPINB11 SGMS1 SGO2 SLC11A2 SLC25A13 SLC38A4-AS1 SLC4A8 SLFN13 SMIM31 SOCS2-AS1 ST6GALNAC5 TAAR5 TARS1 TBX1 TEAD1 TFF2 TIGIT TIMD4 TLE2 TMEM72 TMOD2 TMPRSS2 TNF TOM1L1 TONSL TPD52L3 TRUB2 TSACC UTP11 VPS11 VSTM2A-OT1 VWA1 YJU2B ZFHX4-AS1 ZFP91 ZNF17 ZNF197 ZNF233 ZNF28 ZNF385D ZNF436 ZNF461 ZNF781 GSE29615_CTRL_VS_DAY7_LAIV_FLU_VACCINE_PBMC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29615_CTRL_VS_DAY7_LAIV_FLU_VACCINE_PBMC_UP ABTB1 ACOT12 ADGRG3 ADGRG4 ADRA2A ALLC AMOT AMT ANKRD22 ANO1 APBA1 AR ASIC5 ATP10B AVP BAIAP2L2 BASP1 BCL10-AS1 BPI BRIX1 C15orf48 C1QL1 C1orf53 C4BPA CA4 CACNB1 CAVIN2 CCN3 CDH7 CHDH CHI3L1 CIRBP-AS1 CNIH3 COL17A1 COL22A1 COLEC12 CORIN CTAGE11P CXCL1 CYP4F2 CYP4F3 CYSTM1 DCST2 DDN DEPDC1 DLX6-AS1 DNAH17-AS1 DZANK1 ECSCR ELANE ENSG00000250685 ENSG00000280119 EPHA8 ERC2-IT1 ERI2 ETNK2 FAM167B FENDRR FOXR2 FREY1 FRMPD3 FZD5 GALR3 GFER GGT2P GNAO1-DT GNG10 GPR15 GPR83 GPS2 GRM2 GUCA1A GZF1 H2AC6 HAS1 HEY1 HGF HOMER2 IGKV3-20 IL1R2 IL1RAP IL5RA KATNAL1 KCNJ15 KCNJ5 KCNK16 KCNS3 KDM4B KDM7A-DT KRT23 KRT32 LIMK2 LINC00658 LINC00668 LINC01532 LINC02153 LMCD1 LRRC34 LRRIQ1 LRRK1 LRTOMT LYRM1 MADCAM1 MARCHF2 MBOAT7 MED9 MGAM MICALL2 MLF2 MMD MMP25 MMP8 MMP9 MMRN2 MORN5 MUL1 MZB1 NAV3 NCF4 NDRG4 NEIL3 NKX2-5 NRAV NT5DC2 NTNG1 OR2K2 OR6A2 PAX9 PCDHB1 PCDHGA10 PEX12 PF4 PIK3R6 PITX3 PLCH2 PLG PLP1 PPBP PPP1R27 PPP2R5B PRKAG2-AS2 PRR29 PWRN2 RBMS3 RBPMS2 REG3A REG4 RGR RGS18 RHOF RNASE3 RPGRIP1L RSPH9 RSU1P2 SERPING1 SH2D4A SIPA1L2 SLC12A2-DT SLC25A51 SLC8A2 SNAP91 SPANXA2-OT1 SPATA2 SPRR2G SURF4 SV2B SYT6 TBC1D10B TBC1D8 TERT TEX38 TFCP2L1 TLX1 TMEM186 TNFRSF10C TNFRSF13C TNFRSF17 TOP2A TRAPPC13 TRPV5 TSPAN10 TTTY7 TUBB1 TUNAR TYRP1 UGT2B28 VNN3P XAB2 YWHAH-AS1 ZDHHC18 ZNF446 ZNF527 ZNF598 ZNF835 GSE29615_CTRL_VS_LAIV_FLU_VACCINE_PBMC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29615_CTRL_VS_LAIV_FLU_VACCINE_PBMC_DN A1BG-AS1 ADAM30 ADAM3A ALDH8A1 AMT ANGPTL1 AQR ARRDC1-AS1 ART1 ATP8A2 BBS2 BCAM BIRC6 BPNT2 BRINP1 BTG2-DT C3orf36 C5orf64 CACNA1G CACTIN CALY CAPN10 CENATAC CFAP210 CHCHD4 CIP2A CLEC3B CLEC4F CLIP4 CNTNAP4 CRACDL CRHR2 CST9L CUL5 DAB2IP DARS2 DDX17 DDX53 DGCR2 DHX32 DKK4 DNAAF2 DOCK10 EDNRB-AS1 ENTREP2 EOLA2-DT EREG FAM215A FBXO41 FGF1 FKBP6P2 FLJ13224 FLJ20021 FMO9P FOXJ3 FTO GARIN2 GATA5 GCFC2 GGACT GLDC GMEB1 GOT1L1 GTF2E1 H1-3 H19 H2BC8 H2BW2 HECTD1 HMGB4 HPRT1 IBTK IFT27 IGFBP1 IGLV3-19 IL22 INHA IPO9 IQSEC2 IRGM ISX ITFG2 KCNG2 KDM4B KLHDC7A KRTAP4-8 KRTAP8-1 LAMA4 LCN12 LCTL LEP LHX6 LINC00184 LINC00645 LINC00943 LINC01165 LINC01220 LINC01300 LINC01304 LINC01310 LINC01364 LINC01913 LINC02232 LRFN1 MAP3K20-AS1 MEP1B MGAT2 MIPOL1 MMP20 MON2 MRPL1 N4BP2L2 NACAD NEBL-AS1 NECAP2 NEK2-DT NR5A2 NUP210P1 OGFRP1 OXCT1 P2RX6 PIK3CD-AS1 PLAC8 PLEKHG6 PMS2P4 PON2 PRDX1 PREPL PROCA1 PTCD2 PTPN22 RAG1 RANBP3L RARB RBP3 RNF152 RPL13P5 RTBDN RTCA RTP1 S100B SAMD13 SAMD15 SDCCAG8 SEC24B-AS1 SEMA4C SGMS1 SLAMF9 SLC11A2 SLC2A4 SLC4A8 SLCO1A2 SLFN13 SLITRK2 SMIM31 SNW1 SPCS3 STING1 STYX SUN1 TARS1 TIGIT TMEM72 TMOD2 TNF TOM1L1 TPD52L3 TREM2 TRIM2 TRPM4 TRUB2 TSACC TSHZ1 TTC21A TXNDC16 UBQLNL VIT VSTM4 WNT2B YWHAEP7 ZFHX4-AS1 ZNF197 ZNF233 ZNF268 ZNF385D ZNF770 ZNF781 ZNF891 ZNHIT2 GSE29615_CTRL_VS_LAIV_FLU_VACCINE_PBMC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29615_CTRL_VS_LAIV_FLU_VACCINE_PBMC_UP ABTB1 ACOT12 ACTC1 ACTL7A ADGRE3 ADGRG3 ADRA2A AFAP1L2 ALPL ANKRD52 ANXA3 ATL2 ATP1B1 BAIAP2L2 BRIX1 C15orf39 C1QL1 C2orf49 C4BPA CA4 CACNB1 CAMKK1 CCDC157 CCL20 CCN3 CCNG2 CCR3 CEACAM6 CELF4 CHI3L1 CISH CMTM2 COL11A2 COLEC12 CPNE4 CRISP3 CRYAB CSN1S1 CXCL1 CYP4F2 CYP4F3 CYSTM1 DCP1A DDX24 DEFA4 DNAJC12 DOK4 DPM1 DPYSL3 DTL ENSG00000250685 EPHA8 ERC2-IT1 ERI2 ETF1 ETNK2 FAM8A1 FBXL13 FSTL5 GABRE GGT2P GNG10 GPR83 GRM2 GUCY2D HAS1 HBB HEY1 ICAM3 IFI27 IGHV7-81 IGKV3-20 IL1RAP IL5RA IL6 IP6K2 IRF2BPL KBTBD8 KCNJ15 KCNJ2 KCNJ5 KCNJ8 KCNK16 KCNV1 LAMP3 LIMK2 LINC01012 LMCD1 LMTK2 LRRC8A LYSMD3 MAGEC3 MALL MAPKAPK3 MBIP MBOAT7 MCM9 MGAM MKNK2 MKS1 MLF2 MMADHC MMP25 MMP8 MMP9 MOB4 MORN5 MUC13 NCF4 NDRG4 NKX2-5 NT5DC2 NTNG1 OR2K2 PCDHB1 PCDHGA10 PCIF1 PEX12 PEX13 PHF13 PHLDA1 PI3 PIEZO2 PLCH2 PLP1 PLPPR2 POU4F3 PPM1D PPP4R1 PPRC1 PRC1 PROSER1 PRSS33 RAMP2 RASGEF1B RBM15B RBP1 RGR RGS18 RNASE3 RNF114 RNF19B RNF212B ROPN1B RPGRIP1L RSPO4 SAMD8 SECTM1 SERPING1 SERTAD1 SESN2 SIPA1L2 SIVA1 SLC25A28 SLC25A51 SLC45A4 SLCO1C1 SOD3 SPAG11B SPATA2 SUSD4 SYF2 TBC1D10B TERT TESMIN TFG THBD TIGAR TLK2 TLX1 TMEM167B TMEM88B TNFAIP6 TNFRSF10C TNFRSF13C TNFRSF17 TOP2A TRAPPC13 UGT2B28 ULK1 USP30 VAPA VDAC1 VNN3P XAB2 ZC3H10 ZDHHC18 ZFP36L1 ZFP91 ZNF527 ZNF598 GSE29615_DAY3_VS_DAY7_LAIV_FLU_VACCINE_PBMC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29615_DAY3_VS_DAY7_LAIV_FLU_VACCINE_PBMC_DN ADGRB1 ADRA2B AEBP2 AKAP9 AMOT ANGPTL1 APOM ARHGEF10L ASF1A ATG5 ATP8A2 BACE2 BCLAF1 BHLHE40 C15orf48 C1orf100 C8orf34 CAMK2A CAMP CAND2 CAPN14 CARMIL1 CASD1 CASS4 CCDC43 CCKAR CCL20 CCNF CCNH CDH24 CDR1 CDY1 CEACAM8 CFAP20 CHORDC1 CMSS1 CNOT6L CREBRF CRISP3 CRY1 CTNNB1 CUL1 CXCL1 CYP4F3 DBR1 DCAF4L1 DCTN4 DDX51 DIO2 DMKN DTNB DUSP10 DYNC2H1 EBLN2 ECE2 ECSCR EEA1 ENTPD1-AS1 EOLA2 EREG ERVW-1 ESCO1 ETF1 FAM199X FBXO10 FBXO30 FGF1 FNDC8 GABARAPL1 GALNT3 GMNN GPSM1 HASPIN HSPA9 IFNG IFT20 IL17D KCNJ10 KCNQ3 KIAA0087 KIAA1586 KIF16B KLHL34 KPNA3 KPNA5 KRT76 LAPTM4A LIMK2 LINC00226 LINC00620 LINC00656 LINC00922 LINC01354 LPAL2 LRATD1 LRRC34 LRRC4B LYSMD3 MAP3K2 MBIP MEIG1 MFSD2A MIR100HG MMP20 MN1 MNT MTERF4 MTMR6 MYEF2 NDEL1 NEFL NUDT11 NUDT13 NUP98 OBP2B OLFM1 PC PCDHB4 PCDHB6 PDHX PEG10 PHLDA1 PI3 PIAS4 PICART1 PNPLA8 PPP2CA PRDM5 PROM1 PRR22 PSMB1 PSME4 PTCHD3P1 RABL3 RASGEF1B RBM15 RCBTB2 RIC3 RNASE3 RNF38 ROPN1 RPS16P5 RRP15 SCUBE1 SELE SEPTIN7P2 SERPING1 SLAIN1 SLC38A3 SMAD9 SMTNL1 SNW1 SNX4 SPAG6 SPATA12 SPATA6L SPRY2 SUB1 TBC1D15 TEAD1 TECRL TFAM TGIF2 THBD TIMD4 TMEM170A TMEM9B TNF TNFAIP6 TNFRSF10C TOMM70 TUBA1A UBC UBQLN1 VPS11 VSTM2A-OT1 WBP4 WDFY1 WDR33 WRN YPEL5 ZACN ZBTB8A ZNF22-AS1 ZNF292 ZNF366 ZNF404 ZNF540 ZNF569 ZNF644 ZNF781 GSE29615_DAY3_VS_DAY7_LAIV_FLU_VACCINE_PBMC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29615_DAY3_VS_DAY7_LAIV_FLU_VACCINE_PBMC_UP ACSM5 ADAM30 ADAMTS7 AFG3L2 AHSP AK7 ALLC ANGPTL3 ANKRD45 AP3D1 APBA1 AQP11 AR ARHGAP19 ARX ATG101 ATP8B5P AURKC AVP BEX3 BMERB1 BTBD6 C1QL1 C2CD5 CA3 CACNG8 CASP6 CBL CDT1 CERCAM CHMP3 CIRBP-AS1 CLCN3 CLRN3 CNDP2 COL22A1 CSF3 CTNNA2 CXCR3 DAB2 DCST2 DECR1 DELEC1 DEPDC1 DNAAF11 DNAH17-AS1 DNAJC28 DPP10-AS1 DQX1 E2F4 ECH1 ELANE ELOA2 ENSG00000124835 ENSG00000178836 ERC2-IT1 EVPL FAM117A FAM167B FAM228A FBXW5 FECH FERD3L FGF10 FGL2 FOXO4 FSCN3 GCG GDF11 GJB1 GPR50 HOGA1 HSD17B4 ID4 IFT172 IFT74 IGKV1-5 IKZF1 IPCEF1 IRF6 ISCA2 ITIH6 KDM7A-DT KIRREL1 KRT35 L3MBTL2 LARP1 LARP4 LCN2 LEXM LGI3 LHFPL5 LIFR LINC00865 LINC00924 LINC01088 LINC01304 LINC01600 LINC02875 LRBA MADCAM1 MARCHF2 MEAK7 METTL25 MMD MMP25 MPP2 MTMR9LP MUL1 MYL11 MZB1 NAV3 NEFM NFAT5 NORAD NPAS3 NUDT3 PCYOX1 PDE11A PF4 PGLYRP2 PIP4K2B PLD5 PLXNA2 PPBP PPP2R5B PSTPIP2 PUM1 RAB2B RAPGEF4-AS1 RAVER2 RHD RHOF RIPPLY3 RNF145 RNF170 SCN10A SELENBP1 SERPINA3 SKA1 SLC18A2 SLC39A13 SLC4A5 SLC5A4 SLC7A1 SMCO3 SNHG28 SNTN SOX21 SOX5 SPARC SPDYA SPINK5 SPR SUN5 SV2B SV2C SYNRG SYT9-AS1 TASOR TAT TCEAL8 TERT TEX26-AS1 TMEM106C TMEM125 TMEM203 TNFRSF17 TNPO2 TRPV3 TTC16 TUBB TUBB1 UBALD1 UBN2 UBR1 USP11 VENTX WDR37 WDR49 ZBTB47 ZC3H10 ZC3H4 ZKSCAN1 ZNF512 ZNF706 ZNF853 ZPBP2 GSE29617_CTRL_VS_DAY3_TIV_FLU_VACCINE_PBMC_2008_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29617_CTRL_VS_DAY3_TIV_FLU_VACCINE_PBMC_2008_DN ABCD3 ABRACL ACAA2 ACADM ACO2 AFTPH AGPS AK2 ALG8 APOA4 APOBEC3G ARF6 ARL6IP5 ARMC1 ARPC2 ARPC4 ARRB1 ARV1 ASXL2 ATF1 ATL3 ATP1B2 ATP5PF ATP6V0E1 AURKAIP1 BCAP31 C1orf162 CCDC90B CCT5 CD52 CDH10 CFL1 CLTC COA3 COMMD8 COQ2 CREBL2 CSF1R CSRP1 CTBP2 CTNND1 CXCL10 CYB561D2 DEPTOR DGUOK DNAJC7 DRG1 DYNLL1 ECHDC1 EFTUD2 EIF2S1 EIF4G3 ENO1 ETFA EXOC5 FFAR2 FH FLJ40288 FNIP2 FOLR3 FUNDC1 GDI2 GGCT GJB4 GLT8D1 GNPDA1 GON7 GTF3C6 HAUS1 HAX1 HCST HDAC2 HDHD2 HIKESHI HSPA8 HTATSF1P2 ICMT IER3IP1 ING4 INIP ITPKC JAGN1 KCNE3 KCTD3 KLHL31 KMT5B LAIR1 LINC01144 LMAN2L LRIF1 LRRC74A LYPLA1 MAP3K7 MAPK14 MDH1 MEA1 MGAT2 MPDU1 MRPL15 MRPL18 MRPL36 MRPL51 MRPS14 MTCH2 MTF2 MTIF2 MYCBP NAA20 NAA38 NDUFA8 NDUFAB1 NDUFB10 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NEDD8 NEK7 NPTN NSL1 NUDT22 NUTM2B OMA1 ORMDL2 PCNA PDHB PDZD11 PITPNB PLAC9 PLPBP PLRG1 POLR2G POU5F1B PPA2 PPP3CB PRDX1 PRDX4 PROK1 PSMA4 PSMA7 PSMB2 PSMB3 PSMD14 PSMD4 PSME3IP1 RAP2A RCAN1 REEP5 RNF20 RNF5 ROBO2 RPA4 RPS27L RTCB RWDD2B SAMD9 SCOC SELENOH SERPINB6 SERPING1 SHC4 SHQ1 SIK2 SMIM30 SOX15 SUCLG1 SUPT4H1 TADA3 TAGLN3 TBCA THOC2 THYN1 TIMM17B TIMM8B TINF2 TM2D1 TMBIM6 TMCO1 TMEM107 TMEM260 TMX2 TNFAIP8L2 TPST2 TRAPPC1 TRIM36 TRPS1 TSNAX TUBB TXNDC12 UQCR10 USB1 VAMP8 VBP1 VPS35 WDR41 WSB2 ZNF146 ZNF25 ZNF816 GSE29617_CTRL_VS_DAY3_TIV_FLU_VACCINE_PBMC_2008_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29617_CTRL_VS_DAY3_TIV_FLU_VACCINE_PBMC_2008_UP AKAP17A AKAP8 ANKRD11 AP3M2 ARID5A ATG2A BCLAF1 BMAL1 BRAF BTG2 C1orf52 CATSPERG CCDC71L CCL20 CCNL1 CEP95 CFAP20 CHADL CHD2 CHORDC1 CHRNA9 CLK4 CMPK1 COLGALT2 COQ10B CREBRF CXCR4 CXorf65 CYLD DCP1A DDIT3 DDX17 DDX24 DDX52 DHX15 DNAAF8 DNAH6 DUSP4 DYNC1LI2 EBF3 EBLN2 EIF2AK3 EIF4A2 ELOA-AS1 EML4 ENTPD4 EPB41 ERO1A EXOC8 FBXO33 FCHSD2 FERMT2 FOXJ3 GIGYF2 GMEB2 GNE GOLGA4 GPC4 HAPLN3 HBP1 HIF1A HOOK1 HPS4 HSD3B1 ICOS IGKC ILF3 ILKAP INO80D IST1 JARID2 JMJD1C KBTBD2 KDM3A L3MBTL3 LEMD2 LINC-PINT LINC00858 LINC01904 LINC03043 LIPG MAGOH2P MAML2 MARCHF6 MED6 MEF2D MGAM MIR622 MMP25 MSI2 MTX3 MYLIP MYOT NAMPT NDEL1 NECAP1 NGRN NHERF4 NODAL NOL4L NR4A2 NUP153 OLFM4 PARD3B PARD6B PARGP1 PCBP2 PDE4B PHF1 PHF3 PI3 PIDD1 PIK3R5 PIM3 PLCL1 PLK3 PNLIP POLR3E PPEF1 PPP1R16B PPTC7 PRDM2 PRRC2C PRSS33 PSMA3-AS1 PTBP2 PTCD3 QSOX2 RABGGTB RAD21 RAD21-AS1 RAD23B RANBP2 RANGAP1 RBM25 RBM39 RBP1 RBP5 RFPL1 RGS1 RICTOR RNF103 RPS23 RYK SAFB2 SCGB3A1 SDE2 SERINC5 SETD1B SF3A1 SIAH1 SILC1 SLC25A28 SLC2A3 SLIT2 SMAD4 SMIM10L2B-AS1 SMIM22 SNRNP200 SNRPA1 SNX29P2 SPPL2B SREK1 SRSF1 STAP2 STK35 STPG3-AS1 TAF11 TASOR2 TBC1D25 TIAL1 TIMM23 TMEM41B TREML5P TSKU TUBGCP5 TUFT1 UHRF2 USP36 USP42 VCPKMT WBP11 WHAMM YTHDC1 ZBTB21 ZBTB46 ZBTB5 ZC3H10 ZFP28 ZFP36 ZFYVE27 ZHX3 ZNF236 ZNF529 ZNF791 ZNF92 GSE29617_CTRL_VS_DAY7_TIV_FLU_VACCINE_PBMC_2008_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29617_CTRL_VS_DAY7_TIV_FLU_VACCINE_PBMC_2008_DN AARS1 ADAM19 ALDH18A1 ALG14 ALG6 AP4E1 APEH AQP3 ATP5PF ATXN2 AURKAIP1 BABAM1 BLM BMS1P20 BORCS8 C11orf24 CA9 CACYBP CAV1 CCT4 CCT7 CD27 CD38 CDCA7 CEBPA-DT CFAP298 CLPTM1L COCH CREB3 CRELD2 CYSLTR2 DARS1 DDB1 DDOST DGUOK EAF2 ECH1 FAM120B FAM219B FASTKD1 FBH1 FKBP2 FLAD1 GALM GATD3 GGH GK GLDC GMPPB GNPAT GOLGA6L2 GPD2 GPR171 GUSBP11 H1-3 H2AC18 HAX1 HDDC3 HDLBP HERC4 HIBCH HM13 HMOX2 HOMER1 HSP90B1 HYOU1 IARS1 IFI27 IFNA7 IGKV1D-13 IGKV3-20 IGLJ3 IGLV1-44 IGLV3-19 IGLV6-57 ISG20 ITM2C KDELR2 KIF3B KLHDC3 KLHL14 LMAN2 LMAN2L MAGED1 MAMSTR MAN1A1 MANF MAP3K12 MAP3K7 MARK2 MARS1 MCCC2 MCM3 MCM7 MED13 MED24 MEN1 METTL3 METTL5 METTL8 MID1 MIS18A MITD1 MRI1 MRPL24 MRPL37 MRPS12 MRTO4 MTHFD1 MTRF1 MYDGF MZB1 NAA20 NDUFAB1 NDUFB10 NDUFB4 NSMCE4A NSUN5 NSUN5P1 NSUN5P2 NT5DC1 NUDT13 NVL OIP5 ORM1 OSTC PABPC1L PDCD11 PDIA4 PDIA5 PDIA6 PIGU PKD1P1 PLPP5 PMS1 POU2AF1 POU5F1B PPIB PPP1R21 PPP1R3E PPP1R7 PRDX1 PRDX4 PREB PRR14 PSME3IP1 QRSL1 RABAC1 RACK1 RPA3 RPAP1 RPS27L RRM2 SDF2L1 SDHAF3 SEC11C SEC61A1 SEC61B SEL1L3 SELENOS SETD5 SIGLEC9 SLAMF6 SLC26A2 SLC39A7 SLC44A1 SPATS2 SPCS1 SPOP SRP54 SSR3 ST6GAL1 STAP1 STT3A TAS1R1 TCTN2 TFB1M TGM2 TNFRSF13B TNFRSF17 TRAPPC12 TTF1 TYSND1 UBR5 UBXN8 UQCC1 UQCR10 UQCRQ WASHC3 ZBTB8OS ZKSCAN1 ZNF585B ZNF692 ZWINT GSE29617_CTRL_VS_DAY7_TIV_FLU_VACCINE_PBMC_2008_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29617_CTRL_VS_DAY7_TIV_FLU_VACCINE_PBMC_2008_UP ABHD13 AREG ARL4A ARL5B ARL8A ARL8B ATF3 ATP11A-AS1 B3GNT5 BACH1 BAG5 BCL3 BTG2 C20orf203 C5AR1 CACUL1 CCDC198 CCL20 CCZ1 CD69 CD83 CDADC1 CDH23 CDKN1A CHMP1B CHORDC1 CLEC2B CNTNAP3B COL5A2 COQ10B CPNE4 CRY1 CSRNP1 CTNNB1 CUL3 CXCL10 CXCL2 CXCL8 CXCR4 CYTIP DCP1A DCTN4 DCX DHX58 DNAJB9 DUSP1 DUSP2 ECT2 EGR2 EGR3 ELF4 ETF1 ETV3 F13A1 FAM53C FETUB FEZ1 FOS FOSB FOSL2 FSD1L FTH1 FTH1P5 FZR1 G0S2 GNA13 GPR146 GPR183 GPR88 GUCY2C GZF1 HBB HBEGF HCAR3 HEATR4 HIF1A HUS1B IFIT2 INSIG1 ITPRIP JARID2 JUNB KAT7 KBTBD2 KCTD5 KLHL15 KRTAP9-2 L3MBTL3 LIF LINC01300 LRRC31 MAFK MAGEC2 MAML1 MARK1 MCM9 MED21 METRNL MEX3C MIR23AHG MIR3142HG MNT MTMR6 N4BP3 NAMPT NFE2L2 NFIL3 NGRN NMRAL2P NPHP3-AS1 NR2E3 NR2F1-AS1 NR4A1 NR4A3 NTRK2 NXPE1 OBP2B OR51B2 OSM OTUD1 PDE12 PFKFB3 PHACTR1 PI3 PITX1 PLK2 PLPPR1 PPM1D PTBP2 PTGER4 PTGS2 PTP4A1 PWWP2B RAB11FIP4 RAB18 RAB1A RAB8B RASGEF1B RAVER2 RBM15 RBM7 REL RGS1 RGS2 RHOB RIPK2 RNF138 SAMSN1 SAP130 SAT1 SERPINB2 SERPING1 SGK1 SH2B3 SIAH1 SIK1 SLC16A6 SLC2A3 SLC9A7 SMNDC1 SOCS3 SPATA6 STPG3-AS1 STX11 SUGT1P1 TACC1 THRSP TIGAR TIPARP TM2D3 TMEM98 TMOD1 TP53INP2 TPM3 TRAF6 TRIM7 TSC22D2 TTC29 TUBB1 TYR UBE2D3 USP25 USP3 UTRN WAC WARS1 YPEL5 YTHDF3 ZFAND5 ZMIZ1 ZNF282 ZNF326 ZNF416 ZNF644 ZNF667 ZNF703 GSE29617_CTRL_VS_TIV_FLU_VACCINE_PBMC_2008_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29617_CTRL_VS_TIV_FLU_VACCINE_PBMC_2008_DN AARS1 ABCD3 ACADM AFTPH AIDA ALG8 AP4E1 APEH APOBEC3B ARHGAP19 ARL2 ARMC1 ARV1 ASXL2 ATP1A1-AS1 ATP5PF ATP8B1 AURKAIP1 AVIL BFAR BORCS8 C1QB C2orf74 CCT2 CCT7 CDCA7 CDH10 CEACAM8 CFAP298 COPB2 CREB3 CYB5B DCK DDB1 DDIAS DECR1 DGUOK DNAAF10 DNAJC7 DPY30 DRG1 DYNLL1 EAF2 ECH1 EEA1 EFTUD2 EIF2S1 EIF3J ENO1 EXOC5 FAM120B FASTKD1 FBH1 FH FKBP2 FUNDC1 GATD3 GGH GJB4 GLT8D1 GNPAT GNPDA1 GOLGA5 GPSM3 HAX1 HCST HDAC2 HDHD2 HDLBP HM13 HMOX2 HOMER1 HSD17B4 HSP90B1 HTATSF1P2 IFNA7 IGLV3-19 ING4 JPT2 KCNJ15 KLHL31 KRCC1 LINC01304 LMAN2 LMAN2L LRIF1 LYRM4-AS1 MAP3K7 MCCC2 MEA1 METTL5 METTL8 MGAT2 MID1 MITD1 MRPL18 MRPL24 MRPL36 MRPL51 MRPS14 MRPS6 MTCH2 MTF2 MTIF2 MTIF3 MZB1 NAA20 NDUFA8 NDUFAB1 NDUFB10 NDUFB4 NDUFB6 NDUFC1 NEK7 NNT NUDT13 NUDT5 OMA1 ORM1 ORMDL2 OSTC PAQR8 PCNA PDIA4 PITPNB PLAC9 PLPBP PMS1 POU5F1B PPID PPP1R21 PPP1R7 PPP3CB PRDX1 PRDX4 PRIM1 PROK1 PSMA4 PSMB2 PSMD1 PSMD14 PSMD4 PSME3IP1 RACK1 RETN RNF5 ROBO2 RPA3 RPS16 RPS27L RPS6KA1 RRM2 SAMM50 SCOC SDF2L1 SDHAF3 SEC61A1 SERPING1 SHQ1 SIGLEC1 SIGLEC9 SLAMF6 SLC26A2 SLC44A1 SP140 SPCS1 SPOP SRCAP SSB SSR3 STAMBP STT3A SUCLG1 TADA3 TASOR THOC2 TIMM17B TIMM8B TMCO1 TMEM260 TMPO TNNT1 TRAPPC12 TRAPPC8 TRG-AS1 TSNAX TTF1 TUBB UBXN8 UQCR10 UQCRQ VBP1 WASHC3 XRCC5 ZBTB8OS ZNF146 ZNF623 ZWINT GSE29617_CTRL_VS_TIV_FLU_VACCINE_PBMC_2008_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29617_CTRL_VS_TIV_FLU_VACCINE_PBMC_2008_UP ADAM5 AKAP8 ANXA3 ARG1 ARID5A ARMC12 ATF3 ATG2A BCL3 BCLAF1 BEND6 BHLHE40 BMAL1 BRAF BTG2 C20orf203 CBX2 CCDC198 CCDC71L CCL20 CCNL1 CD69 CFAP20 CHORDC1 CHRNA9 CNTNAP3B COLGALT2 COQ10B CREBRF CSRNP1 CTNNB1 CXCL10 CXCL8 CXCR4 CYP4F3 CYTIP DCP1A DDX24 DHCR7 DHX15 DNAH6 DNAJB9 DYNC1LI2 EBF3 EBLN2 ELF4 EML4 ETF1 ETV3 EXOC8 FAM201A FEM1C FOS FOSL2 FOXD1 G0S2 GASK1A GNE GOLGA4 GPC4 GPR183 GZF1 HBEGF HIF1A ICOS IP6K2 IST1 ITPRIP IVNS1ABP JARID2 JMJD1C JUNB JUND KAT7 KBTBD2 KLHL15 KLHL29 KLK10 L3MBTL3 LAMP3 LDB2 LIF LINC00205 LINC01257 LINC01300 LINC01904 LIPG LOH12CR2 LONRF2 LRRC31 MAFK MARCHF6 MED21 MED26 MEF2D MIR23AHG MMP25 N4BP3 NAMPT NDEL1 NECAP1 NFE2L2 NGRN NPY2R NR2E3 NR4A1 NR4A3 NUAK1 OBP2B OSM OTUD1 PARD6B PARGP1 PDE4B PHF3 PI3 PIM3 PLBD2 PLCL1 PLK2 PLK3 PPTC7 PRSS33 PSMD12 PTBP2 PTP4A1 RAB18 RAB1A RAD21-AS1 RANGAP1 RASGEF1B RBM7 REL RELT RFPL1 RGS1 RGS2 RICTOR RNF212B SAMD4B SAMD8 SAP130 SDE2 SERPINB2 SIAH1 SIK1 SKIDA1 SLC9A7 SLIT2 SMIM22 SMNDC1 SNHG15 SNRK SNX29P2 SREK1 SRSF4 ST8SIA3 STK32B STPG3-AS1 TASOR2 TENT4A TIPARP TLCD1 TLE3 TM2D3 TMOD1 TRIM7 TSC22D2 TUFT1 UBXN7 USP3 USP36 USP42 WHAMM YPEL5 YTHDC1 ZBTB21 ZBTB46 ZBTB5 ZC3H10 ZC3H12A ZFP28 ZFP36 ZFP36L1 ZFYVE27 ZNF234 ZNF236 ZNF326 ZNF709 ZNF92 ZNHIT3 GSE29617_DAY3_VS_DAY7_TIV_FLU_VACCINE_PBMC_2008_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29617_DAY3_VS_DAY7_TIV_FLU_VACCINE_PBMC_2008_DN ADAM19 ADAT2 ADCY10P1 ADGRG3 AKT2 AMN1 ARGLU1 ASXL1 ATCAY BMS1P20 BTAF1 C11orf80 C2orf80 CABIN1 CAV1 CCNL2 CD38 CDK5RAP1 CEP43 CHD6 COBLL1 COQ3 COX19 CREBZF CSAD CXorf65 CYP4F3 DARS1 DDX51 DENND5B DGKA DGKD DHFR2 DICER1-AS1 DNAAF8 DNAJB11 ECHDC2 EDEM1 EIF2AK3 ENOSF1 ENTPD4 ETV7 EWSR1 FAM193B FANCD2 FKBP11 FOSL2-AS1 FOXJ3 GABPB1-AS1 GARIN5A GGH GLCCI1 GLDC GON4L GPLD1 GRAMD1A GTF3C2 GTF3C4 GTPBP3 GUSBP11 GYS1 HAPLN3 HDDC3 HECTD1 HERC2 HLA-DQB2 HMGXB3 HSP90B1 IGHG1 IGKV1D-13 IGKV3-20 IGLJ3 IGLV1-44 IGLV2-23 IGLV3-19 IGLV6-57 ILKAP ING5 ISG20 ITFG2 ITM2C JCHAIN KDM1A KLHL14 LDHB LIME1 LINC00342 LINC02245 LRRC74A LTBP3 LUC7L2 MAGED1 MARS1 MBD1 MCM7 MEN1 METTL3 MIATNB MON1A MOXD1 MPHOSPH9 MSI2 MSTO1 MTERF3 MTRF1 MZB1 NODAL NOL4L NPHP3 NPIPA1 NSUN5 NSUN5P1 NSUN5P2 OGT OLFM4 ORC6 P4HTM PABPC1L PAN2 PART1 PAXIP1-DT PDE1C PDIA4 PDIA5 PDK1 PKD1P1 PKHD1L1 POU2AF1 PPIB PRDX4 PRKCZ PRKN PRSS33 PTCD3 PTTG1 QSOX2 RASGRP3 RBM34 RNASEH1 RPLP2 SCARNA15 SCHIP1 SEC11C SEL1L3 SLC12A6 SLC1A4 SLC25A25-AS1 SLC25A28 SLC25A45 SLC7A6 SMIM10L2B-AS1 SNRNP200 SNRNP70 SOX6 SPATS2 SPG7 SRSF1 SRSF4 SSR3 STARD5 STMN3 STX16 SYMPK TCF3 TMEM63A TNFRSF13B TNFRSF17 TNFRSF25 TP53INP1 TPD52 TRAF1 TRIM66 TRIM73 TUBGCP5 UBAP2 UBQLNL UBR5 USP45 UVSSA VAMP1 VN1R1 XBP1 ZBTB25 ZBTB40 ZNF274 ZNF500 ZNF506 ZNF529 ZNF7 ZNF791 ZNF891 GSE29617_DAY3_VS_DAY7_TIV_FLU_VACCINE_PBMC_2008_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29617_DAY3_VS_DAY7_TIV_FLU_VACCINE_PBMC_2008_UP AADAC ADGRE1 ADGRE2 AGPS AIF1 ALDH3B1 AMPD2 ANKRD22 ARF6 ARL6IP5 ARMC12 ARPC2 ASAH1 ASB8 ATF3 BID BRINP1 BTC C1orf162 CACNA1S CACUL1 CALCOCO2 CALM2 CAMK1 CAPNS1 CCDC148-AS1 CD300A CDK2AP1 CDKN1C CHMP1B CHODL CLCA1 CMTM6 COL4A5 COMMD8 CORO1B CREBRF CRYBA1 CSF1R CSK CST3 CTBP2 CTNNA2 CTSC CTSL CXCL10 DCD DCDC1 DHX58 DSCR10 DUSP4 DZIP1L E2F3 EEIG2 EGF EGR2 EHMT1 ELF4 EML5 ENSG00000245651 EPS8 FBP1 FERMT3 FEZ1 FIBP FMNL2 FNIP2 FSCN2 FZD1 GAP43 GBP1 GBP2 GCH1 GDI2 GK GLUD1 GPBAR1 GRB14 HIGD1A HTR1B HUS1B IFIT2 IL6 INIP INSL6 IPMK IQSEC3 JAZF1-AS1 KIR2DL4 KLRD1 KRTAP2-4 LAMP1 LEPROT LGALS9 LHFPL3-AS1 LIPG LITAF LST1 MAP3K1 MAPKAPK3 MAPT MARK1 MBD2 MFSD5 MIR924HG MMP24 MOB1A MS4A7 MT1G MT1X MTSS1 MYOF NAAA NLRP8 NOTCH2 NPC2 NPTN NR4A3 NTRK2 PAPSS2 PDE4A PDZRN4 PIK3AP1 PLEK PLOD2 POLR2G PRKCZ-AS1 PRSS12 PSAP PSMA4 PTPN18 RAB11A RAB36 RAC1 RAP1B REEP5 RFC3 RGS18 RHOB RHOG RO60 RXFP1 S100A4 SAMD4A SAMD5 SAMHD1 SCEL SECTM1 SERPINB2 SEZ6L SH3BGRL SKA3 SLC22A5 SLC31A2 SLC7A3 SNX18 SPATA6 SRGAP2C SSTR5-AS1 STK3 STOM STX11 SUCNR1 TCF7L2 TENT5A THRSP TNFAIP6 TNFRSF19 TNFSF13B TPI1 TRIM49 TRPS1 TTC23L TTC29 TUBB1 TWSG1 TXNRD1 UMODL1-AS1 VAMP5 VCL VDAC1 VN1R5 VNN3P ZBTB47 ZFAND5 ZNF618 ZNF628 ZNF684 ZNF703 GSE29618_BCELL_VS_MDC_DAY7_FLU_VACCINE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29618_BCELL_VS_MDC_DAY7_FLU_VACCINE_DN ACAA1 ACTB ACTG1 ACTN1 ADAM8 AHNAK AHR AIF1 AK2 ALDH2 ALDOA ANXA1 AOAH AP1S2 AP2S1 APAF1 APIP APMAP APOBR ARRB1 ATF3 ATG3 ATP1B1 ATP6AP1 ATP8B4 BHLHE40 C1orf54 CACNA2D3 CASP1 CAT CD1B CD1C CD1D CD1E CD302 CD33 CD4 CD63 CD86 CEBPD CFP CHP1 CIDEB CKLF CLEC10A CLEC4A CLEC7A CLIC2 CLTB COL9A2 COTL1 CPQ CPVL CREB5 CREG1 CSF1R CSF2RA CSGALNACT2 CST3 CST7 CSTA CTBP2 CYFIP1 DAPK1 DOCK5 DPYSL2 DST DUSP3 EFHD2 EIF4A1 ENO1 ETHE1 ETS2 FBP1 FCER1A FCER1G FCGRT FKBP1A FLT3 FZD1 GABARAP GNA15 GNAQ GNG5 GPX1 GRAMD4 GRN GRPEL1 GSN GSTP1 HEXB ICAM1 ID2 IGFBP7 IGSF6 IL13RA1 IL18 IL1R2 IL1RN IL6R IMPA2 INSR ITGAX KCTD12 KLF10 KLF4 LDHA LDLRAD4 LEPROT LGALS1 LGALS2 LGALS9 LIMS1 LMNA LMO2 LST1 MACROH2A1 MAPKAPK3 MCL1 MCTP1 MGST2 MYCL MYD88 MYL6 NACC2 NAGA NDFIP1 NDRG1 NDRG2 NIBAN1 NREP OGFRL1 OTULINL P2RY13 PADI2 PAK1 PARK7 PEA15 PGM1 PKM PLBD1 PLCB2 PON2 PPIF PPT1 PRKCI PSAP PSTPIP2 PTMS PTPRE PTTG1IP RAB31 RAB32 RAB7A RCAN1 RCOR1 RGCC RGS10 RHOC RIN3 RNF130 RNH1 ROGDI RPS6KA4 RTN1 RTN4 RUFY3 RUNX2 S100A10 S100A4 SAMHD1 SCD SCNM1 SEMA4A SEPTIN2 SH2B3 SH3BP4 SHTN1 SIRPA SLC25A5 SLC30A1 SORT1 SPATS2L SSR1 ST3GAL6 STX3 TBXAS1 TGFBI TIMP1 TIPARP TMEM43 TNFAIP2 TNFSF13 TOB1 TPI1 TUBA1B TUBA1C TYROBP VCL VIM GSE29618_BCELL_VS_MDC_DAY7_FLU_VACCINE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29618_BCELL_VS_MDC_DAY7_FLU_VACCINE_UP ABLIM1 ADAM19 ADAM28 ADD2 ADD3 AEBP1 ANKRD36 AQP3 ARHGAP24 ARHGEF18 ARID4B ARID5B ATAD5 ATF7IP ATP2A3 BACE2 BACH2 BANK1 BIRC3 BLK BMS1P20 BTG1 CD19 CD200 CD22 CD24 CD37 CD47 CD69 CD79A CD79B CD81 CD83 CDC25B CDC37L1 CDK14 CDK5R1 CEMIP2 CHD7 CHMP7 CKAP2 CLEC2D COBLL1 CR1 CSGALNACT1 CTC1 CXCR5 CYFIP2 DDX6 DGKD DUS2 EAF2 EHD1 EIF1B EIF2AK3 EIF4A2 ETS1 EZR FAM30A FAM3C FCER2 FCHSD2 FCMR FCRL2 FUT8 GGA2 GOLGA2P5 GON4L GPR18 GUSBP11 IFT57 IGHG1 IGHM IGKC IGKV1D-13 IGKV3-20 IGKV4-1 IGLJ3 IGLL3P IGLV1-44 IKZF3 IL24 IL4R ISCA1 ITM2A JCHAIN KAT6A KCNA3 KIAA0040 KMO LAMC1 LBH LINC00216 LTB MAP4K4 MBD4 MS4A1 MXI1 MYC MZB1 NCK2 NT5E NUP88 ODC1 OGA OSBPL10 P2RX5 P2RY10 PAWR PAX5 PCDH9 PCF11 PDCD4 PDLIM1 PELI1 PHTF2 PIK3C2B PIK3IP1 PIKFYVE PIM2 PIP5K1B PKIA PKIG PLCG2 PLEKHA2 PLEKHF2 PNOC POU2AF1 PPP1R16B PRDM2 PRKCB PRKD2 PTPRCAP PTPRK RASGRP1 RASGRP2 RASGRP3 RBBP6 RHOH RNF141 RRAS2 RUBCNL S1PR1 SEC62 SEL1L3 SETBP1 SHOC2 SIPA1L1 SKAP1 SMAGP SMC6 SMCHD1 SNX2 SP100 SP110 SP140 SPOCK2 SPON1 SPRY1 SPTBN1 SRSF10 ST6GAL1 STAG3 STAP1 STK17A SWAP70 SYNPO SYPL1 TAF1D TAF7 TCF3 TCF4 TCL1A TERF2IP TNFRSF13B TPD52 TRAF5 TRBC1 TSC2 TSPYL1 TTC9 VPREB3 VPS13A WASF1 WDR11 ZBED5 ZMYND8 ZNF24 ZNF253 ZNF273 ZNF395 ZNF43 ZNF665 GSE29618_BCELL_VS_MDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29618_BCELL_VS_MDC_DN ACAA1 ACTB ACTG1 ADAM8 AHR ANXA2 ANXA5 AP1S2 APAF1 APMAP APOBR ARL4C ARPC1B ARPC2 ARPC4 ARPC5 ARRB1 ASAP1 ATG3 ATP1B1 ATP6AP1 ATP6AP2 AXL BATF3 BHLHE40 C1orf54 CALM2 CANX CAP1 CAPG CAPZA2 CASP1 CAT CCDC88A CCR5 CCT6A CD101 CD1C CD1D CD1E CD33 CD63 CD93 CDK2AP1 CEBPD CKLF CLEC10A CLIC2 CORO1A COTL1 COX8A CPPED1 CPT1A CSF3R CST3 CSTB CTSB CTSH CUEDC2 CYFIP1 DAB2 DDIT4 DDOST DPYD DPYSL2 DST DUSP3 EFHD2 EIF4A1 ENO1 ETS2 F11R FBP1 FCER1A FKBP1A FLT3 FYB1 FZD1 GABARAP GAPDH GBE1 GLIPR1 GLRX GMFG GNAI2 GNAQ GNG5 GRN GRSF1 GSN GSTO1 GSTP1 HLA-DRA HOXA9 ID2 IFI30 IGFBP7 IL13RA1 IL18 IL18R1 IL6R ILK IMPA2 IPCEF1 ITGAX ITGB2 ITPK1 KCTD12 KLF4 LAMTOR2 LCP1 LGALS1 LMNA LMO2 LSP1 LY75 MACROH2A1 MAP2K1 MBOAT7 MRTFA MYDGF MYL12A MYL6 MYOF NAGA NDFIP1 NDRG1 NDRG2 NDUFA4 NDUFA6 NIBAN1 NREP NUDT3 NUP93 OTULINL PADI2 PAK1 PEA15 PFN1 PICALM PKM PLBD1 PLEKHO1 PPIF PRCP PRKAR1A PSTPIP2 PTGS2 PTTG1IP PYCARD RAB11FIP1 RAB31 RAB32 RAB7A RAP2B RBPJ RCAN1 RFK RGS1 RGS10 RHOG RNF130 RPS6KA4 RRBP1 RTN1 RTN4 S100A10 S100A4 S100A6 SCD SEC11A SEC13 SELPLG SEMA4A SEPTIN2 SEZ6L SH3BP4 SHTN1 SKIC8 SLC30A1 SPATS2L SPINT2 SSR1 ST3GAL6 STOM SYNGR2 TGFBI TIMP1 TIPARP TMSB10 TOB1 TPP1 TRIB1 TUBA1B TUBA1C TXN UBE2L3 UQCRFS1 VIM WDR1 GSE29618_BCELL_VS_MDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29618_BCELL_VS_MDC_UP ABLIM1 ADAM19 ADAM28 ADD2 ADD3 AFF4 AIM2 AQP3 ARHGAP24 ARHGAP25 ARID5B ATP2A3 BACE2 BACH2 BANK1 BBIP1 BIRC3 BLK BMS1P20 BTG1 C11orf80 CBLB CCR7 CD19 CD22 CD24 CD37 CD47 CD72 CD79A CD79B CD81 CDC25B CDK14 CHD7 CHMP7 CHST15 CKAP2 CLEC2D CLMN COBLL1 CR1 CSNK1G3 CTC1 CXCR5 CYFIP2 DMXL1 E2F5 EGR1 EIF1B EIF2AK3 EIF4A2 EIF5 ELL2 ETS1 EZR FAM30A FAM3C FCER2 FCHSD2 FCRL2 FOXO1 GABPB1 GGA2 GOLGA8A GPR18 GRK5 GVINP1 HECA HLA-F-AS1 HMGB2 IFT57 IGHD IGHG1 IGHM IGKC IGKV3-20 IGKV4-1 IGLJ3 IGLL3P IGLV1-44 IGLV3-19 IKZF3 IL24 IL4R ISCU ISG20 ITPR1 JAM3 KCNA3 KLF2 KLF7 KMT2A LAMC1 LBH LTB LUC7L LY9 MAP4K4 MARCHF3 MCTP2 MS4A1 MTSS1 MXI1 MYC NCF1C NCK2 NOC3L NT5E NUP88 ODC1 OGA OPHN1 OPTN P2RX5 P2RY10 PALS2 PAX5 PCDH9 PDCD4 PELI1 PHF3 PHTF2 PIK3C2B PIK3IP1 PIKFYVE PIM2 PIP5K1B PKIG PLCG2 PLEKHA2 PNOC PNRC1 POU2AF1 PPP3CC PRDM2 PRKD2 PTPRCAP PWP1 RAB30 RASGRP1 RASGRP2 RASGRP3 RBM5 RESF1 RHOH RIPOR2 RMC1 RRAS2 RUBCNL RYK S1PR1 SGCE SHOC2 SMCHD1 SNRNP70 SNX2 SP140 SPTBN1 ST6GAL1 STAG3 STAP1 STK17A SWAP70 SYNPO SYPL1 TAF1D TCL1A TENT5C TERF2IP TLE1 TMEM243 TNFRSF13B TPD52 TRBC1 TSC22D3 TSPAN13 TSPAN3 TSPYL1 TTC9 TUBA4A TXNIP USP6NL VAT1 WASHC4 WWC3 YTHDC1 ZFP36L2 ZHX2 ZNF107 ZNF253 ZNF395 ZNF43 ZNF430 GSE29618_BCELL_VS_MONOCYTE_DAY7_FLU_VACCINE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29618_BCELL_VS_MONOCYTE_DAY7_FLU_VACCINE_DN ACSL1 ADAM9 ADGRE2 AHNAK ALDH2 ALDH3B1 ALDOA AMPD2 AOAH AP2S1 APOBR ARAP3 ARHGEF10L ARHGEF40 ARRB1 ATF3 ATP6AP1 BHLHE40 BST1 C1orf54 C5AR1 CALML4 CAMKK2 CCR1 CD14 CD163 CD302 CD4 CD58 CD63 CD68 CD86 CDC42EP3 CDC42EP4 CEBPA CEBPD CLEC4A CPD CPPED1 CPQ CREB5 CREG1 CRISPLD2 CSF1R CSF2RA CSF3R CST3 CTBP2 CTNNA1 CTSD CYFIP1 DAPK1 DOCK5 DUSP6 EFHD2 EIF4A1 EMILIN2 ENO1 ERMAP EVI2A EXT1 FBN2 FBXL5 FCGRT FKBP1A FLVCR2 FPR1 FTL FUT4 FZD1 GAA GABARAP GABARAPL1 GAS7 GASK1B GLA GNA15 GNAQ GNS GPX1 GRN GSTP1 HBEGF HCAR3 HDAC4 HDGF HEXB HMOX1 HPSE HSBP1 ICAM1 ID2 IGFBP7 IL17RA IL1RN IMPA2 IRAK3 ITM2B KIAA0513 KLF10 LAMP2 LAPTM4A LEPROT LGALS2 LILRA2 LILRB3 LIN7A LMNA LRPAP1 LST1 MACROH2A1 MAFB MAPKAPK3 MCL1 MCTP1 MGST2 MICAL2 MID1IP1 MIR22HG MPP1 MSRB1 MYO1F NACC2 NAGA NAMPT NDFIP1 NFIL3 NLRP3 NPL OGFRL1 OTULINL PCSK5 PGD PHACTR2 PID1 PILRA PKM PLAUR PLXND1 PSAP PSTPIP1 PTGER2 PXN PYGL QPCT RAB20 RAB27A RAB32 RBM47 RCOR1 REEP4 RGCC RGS10 RNASE2 RNF130 RRAGD RTN1 RXRA S100A12 SCARB2 SDCBP SEMA4A SERINC5 SGK1 SIGLEC9 SIRPA SIRPB1 SLC27A3 SLC30A1 SLC31A2 SLC36A1 SLCO3A1 SMARCD3 SORT1 ST3GAL6 STX11 SULT1A1 SULT1A2 TALDO1 TBC1D8 TBXAS1 TIAM1 TIMP2 TKT TNFRSF1B TNFSF12 TNFSF13 TREM1 TRIB1 TYROBP UBE2D1 ULK2 UPP1 VEGFA VIM VPS37C WDFY3 ZDHHC7 ZNF467 ZYX GSE29618_BCELL_VS_MONOCYTE_DAY7_FLU_VACCINE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29618_BCELL_VS_MONOCYTE_DAY7_FLU_VACCINE_UP ABCB4 ABLIM1 ADAM19 ADAM28 ADD3 AEN ANK3 ANKRD36 AQP3 ARGLU1 ARHGEF18 ARID4B ATM ATP2A3 BACE2 BACH2 BANK1 BARD1 BCL11A BCL7A BIN1 BIRC3 BLK BLNK BMS1P20 BTG1 CCNB1IP1 CCR6 CD19 CD200 CD22 CD24 CD37 CD47 CD69 CD72 CD79A CD79B CDC25B CDK14 CHD7 CHMP7 CKAP2 CLEC2D COBLL1 CYFIP2 DDHD2 DDX6 DENND5B DGKD DUS2 E2F5 EAF2 ETS1 EZR FAM30A FAM3C FCER2 FCHSD2 FCMR FCRL2 GABPB1 GGA2 GNG7 GOLGA8A GPR18 GSDMB GUSBP11 GVINP1 HLA-DOB IFT57 IGHD IGHM IGKC IGKV1D-13 IGKV3-20 IGKV4-1 IGLJ3 IGLL3P IGLV1-44 IKZF3 IL24 IL2RG IL4R ISCA1 ITM2A ITPR1 KAT6A KCNA3 LAMC1 LBH LINC00342 MAP4K1 MBD4 MS4A1 MYC NCK2 NCOA3 NGLY1 NPM1 NSUN5 NT5E NUP88 ODC1 OGA OSBPL10 P2RX5 P2RY10 PAIP2B PAX5 PCDH9 PDCD4 PDLIM1 PHF3 PHTF2 PIK3C2B PIM2 PKIA PKIG PLCG2 PLEKHA2 PNOC POU2AF1 PPP1R16B PRDM4 PRKACB PTPRCAP PWP1 QRSL1 RABEP1 RAPGEF6 RASGRP1 RASGRP3 RBBP6 RBM26 RCN2 RHOH RPL9 RPS17P5 RPS20 RPS23 RPS25 RPS5 RPS6 RPSA RRAS2 RUBCNL SAV1 SEL1L3 SEPTIN6 SETBP1 SH3BP5 SIDT1 SIPA1L3 SKAP1 SLC25A38 SLC38A1 SLC50A1 SMAGP SMC3 SNX2 SOX12 SP110 SP140 SPOCK2 SPTBN1 SRSF10 STAG3 STAP1 SWAP70 SYNPO SYPL1 TAF1D TCF3 TCL1A TENT5C TLE1 TNFAIP8 TNFRSF13B TPD52 TRAF5 TRBC1 TRIB2 TSC2 TSPAN13 VPREB3 WEE1 ZEB1 ZHX2 ZMYND8 ZNF253 ZNF273 ZNF395 ZNF43 ZNF430 ZSCAN18 GSE29618_BCELL_VS_MONOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29618_BCELL_VS_MONOCYTE_DN ACSL1 ACTN1 ADA2 ADAM9 ADGRE2 AHR ALDH3B1 AMPD2 ANXA5 AOAH AP1S2 ARPC2 ASGR2 ATP6AP2 ATP6V0C ATP6V1A ATP6V1B2 BEST1 BLVRA BLVRB BST1 C5AR1 CALML4 CAPN2 CAPZA2 CASP1 CAST CCR1 CD14 CD300A CD33 CD44 CD63 CD68 CD93 CDA CDC42EP3 CDC42EP4 CEBPA CEBPD CHP1 CLEC4A CNBP CNIH4 COTL1 CPPED1 CREB5 CREG1 CRISPLD2 CS CSF3R CTSA CTSB CTSL CTSS CXCL2 CYFIP1 DAPK1 DENND5A DPYD DPYSL2 DUSP6 ENO1 EPB41L3 EXT1 FBP1 FBXL5 FKBP1A FTL FUT4 FYB1 FZD1 GAB2 GABARAP GIMAP4 GLRX GMFG GNAQ GNG5 GNS GRPEL1 GSTO1 HBEGF HMOX1 HPSE HSBP1 HSD17B11 IFI30 IFNGR1 IGFBP7 IL17RA ITGB2 ITM2B KIAA0513 KLF4 LILRA2 LILRA5 LILRB3 LRP1 LTA4H MACROH2A1 MAFB MCTP1 METTL9 MGAT1 MIR22HG MPP1 MTMR11 MYD88 MYL6 MYO1F NAGA NAIP NCOA4 NDFIP1 NIPSNAP2 NLRP3 NOTCH2 NPL OAZ1 OTULINL PAK1 PCSK5 PEA15 PECAM1 PGK1 PICALM PID1 PILRA PKM PLAUR PLEK PLIN3 PPP2R3C PSAP PTAFR PTGS2 PTTG1IP PTX3 PXN PYCARD QPCT QSOX1 RAB20 RAB31 RAB32 RAB5IF RAP2B RBM47 RCBTB2 RHOA RHOG RIN2 RNASE2 RNF130 RTN1 RTN3 RTN4 RXRA S100A11 S100A6 SDCBP SEC11A SELPLG SERINC5 SFXN3 SLC27A3 SLC31A2 SLC7A7 SLCO3A1 SMARCD3 SOD2 SQOR STOM STXBP2 SULT1A2 SVIL TBXAS1 TCF7L2 TIAM1 TIMP1 TLR4 TPD52L2 TPI1 TPP1 TREM1 TRIB1 TSPAN14 UBE2D1 ULK2 USP3 VAMP3 VAMP8 VEGFA VIM WARS1 WDFY3 ZDHHC7 ZFAND5 ZMIZ1 GSE29618_BCELL_VS_MONOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29618_BCELL_VS_MONOCYTE_UP ABCB4 ABLIM1 ADAM19 ADAM28 ADD2 AEN AFF3 ANKRD12 ANKRD36 AQP3 ARHGAP25 ARID5B ARPP19 ATM ATP2A3 ATP8A1 BACE2 BACH2 BANK1 BBIP1 BCL11A BCL2 BCL7A BIRC3 BLNK BMS1P20 BTG1 C10orf95-AS1 CBLB CCNYL7 CCR6 CCR7 CD19 CD22 CD24 CD37 CD47 CD69 CD72 CD79A CD79B CDK14 CERNA1 CHD7 CHMP7 CKAP2 CLEC2D COBLL1 COL4A3 CSNK1G3 CXCR4 CXCR5 CYFIP2 DDHD2 DDX24 DDX6 DENND5B DZIP3 E2F5 EIF2AK3 ESF1 ETS1 EVL EZR FAM30A FAM3C FCER2 FCMR FCRL2 GABPB1 GGA2 GNG7 GOLGA8A GOLGA8B GUSBP11 H2BC12L H2BC5 H2BC6 H2BC7 H2BC9 H4C3 HLA-DOA HLA-DOB IFT57 IGHD IGHG1 IGHM IGKC IGKV1D-13 IGKV3-20 IGKV4-1 IGLJ3 IGLL3P IGLV1-44 IL24 IL4R ISG20 JCHAIN KCNA3 KLF8 LBH LTB LUC7L MAP4K1 MMD MS4A1 MYC NCK2 NGLY1 NOC3L NT5E NUP88 ODC1 OGA P2RX5 P2RY10 PALS2 PARP1 PAX5 PCDH9 PDLIM1 PHF1 PHTF2 PIK3C2B PIKFYVE PIM2 PKIG PLCG2 PNOC POU2AF1 PPIG PPP1R16B PPP3CC PRDM2 PRKACB PTPRCAP PWP1 QRSL1 RAB30 RABEP1 RASGRP1 RASGRP2 RASGRP3 RPLP0 RPS12 RPS20 RPS23 RPS27A RPS5 RPS6 RPSA RRAS2 RUBCNL S1PR1 SEL1L3 SEPTIN6 SH3BP5 SHMT2 SINHCAF SIPA1L3 SLC25A4 SLC2A1 SLC35F2 SLC38A1 SNRNP70 SP140 SPTBN1 ST6GAL1 STAG3 STAP1 STK17A SWAP70 SYNPO SYPL1 TAF1D TCF3 TCF4 TENT5C TLE1 TMEM156 TMEM243 TNFRSF13B TPD52 TRAF5 TRBC1 TRIB2 TSC2 TSPAN13 USP6NL ZHX2 ZNF107 ZNF253 ZNF43 ZNF675 ZNF93 GSE29618_BCELL_VS_PDC_DAY7_FLU_VACCINE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29618_BCELL_VS_PDC_DAY7_FLU_VACCINE_DN ADA AEBP1 AHCY AHI1 AHNAK2 ALDH2 ALOX5AP APP ATG101 ATP10A ATP2B4 BAHCC1 BCAP31 CAPRIN1 CBX6 CCDC186 CCR2 CD164 CD2AP CD302 CD4 CD68 CDK2AP2 CERS6 CLCN5 CORO1C CRIM1 CRYBG3 CRYM CSF2RB CST3 CTSC CUEDC1 CUX2 DAB2 DACH1 DAD1 DAPK1 DCK DHRS7 DNAJC4 DNASE1L3 DPP4 DST DSTN DUSP3 DUSP5 EGLN3 EIF4A3 ENPP2 EPHB1 FCER1A FCER1G FCGRT FHL1 FKBP2 FLNB FLT3 GAS6 GFI1 GNA15 GNAQ GPM6B GPR171 GPX1 GRAMD1B GRN GRSF1 GSN GSTP1 GUCY1A1 GZMB HERC5 HEXB HIGD1A HYOU1 ICAM1 IDH3A IL18R1 IL3RA IMPA2 IQGAP2 IRF7 IRF8 ITM2C JAG1 KCNA5 KCNK10 KIAA0513 KRT5 LAIR1 LAMP5 LAPTM4A LDLRAD4 LEPROT LHFPL2 LILRA4 LILRB1 LILRB4 MACROH2A1 MAN1A1 MAN2B1 MAP1A MAP2K6 MAPKAPK2 MAPKAPK3 MARCHF2 MCC MDFIC MEF2D MGAT4A MGST2 MYB MYCL MYDGF MYL12A NAGA NDRG1 NECTIN1 NOTCH4 NPC1 NREP NRP1 NUCB2 OBSL1 OFD1 OTULINL PAFAH2 PARK7 PGD PHB1 PHEX PIK3CG PMP22 POLB PON2 PPP1R14B PSAP PTBP3 PTGDS PTMS PTPRE PTPRS RAB15 RNF130 RNF5 RPS6KA3 RPS6KA4 RRBP1 RUNX2 SCAMP5 SCARB2 SCN9A SCT SEC61A2 SEC61B SEMA3C SERPINF1 SERTAD2 SFT2D2 SH3BP4 SHTN1 SIDT1 SIVA1 SLC1A5 SLC20A1 SLC39A6 SLC7A11 SLC7A5 SMPD3 SORT1 SOX4 SPCS1 SRP14 SSR3 ST14 ST3GAL2 ST6GALNAC4 STMN1 STT3A TBC1D4 TCF4 TEX2 TGFBI TLR7 TMED10 TMED3 TMEM109 TMEM8B TNFRSF21 TPM2 TRAF4 TRIT1 TXN TYROBP UGCG ZDHHC17 ZNF589 GSE29618_BCELL_VS_PDC_DAY7_FLU_VACCINE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29618_BCELL_VS_PDC_DAY7_FLU_VACCINE_UP ABLIM1 ADAM28 ADAM8 ADD3 AEN AFTPH ALOX5 AMPD3 APOL1 ARHGEF18 ARID5B ASL ATM ATP2B1 BACE2 BACH2 BANK1 BASP1 BCL2A1 BIRC3 BMS1P20 BTG1 CA5B CALM3 CASP4 CCR6 CD19 CD200 CD22 CD24 CD37 CD47 CD52 CD55 CD69 CD72 CD79A CD79B CD83 CDC14B CDC25B CDC42EP3 CDC42SE1 CDK14 CDKN1B CEMIP2 CHD7 CHMP7 CIITA CKAP2 CLEC2D CLIC4 CNN2 CR1 DDB2 DDIT3 DENND3 DGKD DOCK9 DUS2 EAF2 EGR1 ENTPD1 EPB41L2 EVL EZR FCER2 FCGR2B FCGR2C FCMR FCRL2 FOXO1 GABPB1 GPR18 GSAP GVINP1 HES1 HK2 HMGB2 ICAM3 IFITM1 IFNGR2 IFT57 IGHD IGHM IGKC IGKV1D-13 IGKV3-20 IGKV4-1 IGLJ3 IGLL3P IGLV1-44 IKZF3 IL24 IL4R ILRUN IRS2 JUN JUNB KDM4C KIAA0040 KLF2 LAT2 LBH LIMD2 LINC00623 LY86 LYST MAGEF1 MARCHF8 MARCKS MARF1 MBD2 MBD4 MOB3B MS4A1 MTSS1 MYC MYCBP2 NCK2 NLRP1 NT5E NUP88 OGA OSBPL10 P2RX5 P2RY10 PAX5 PDLIM1 PELI1 PHTF2 PIK3C2B PIK3CA PIK3IP1 PIKFYVE PLAAT4 PLCG2 PLEKHA2 PLEKHF2 POU2AF1 PPP1CC PRKD2 PTK2B RAPGEF6 RASGRP3 RHOB RHOQ RRAS2 S1PR1 SIPA1L1 SIPA1L3 SKAP1 SLC2A3 SLC50A1 SMAGP SMCHD1 SNX2 SP100 SP140 SPOCK2 SS18L2 SSBP2 ST6GAL1 STAG3 STAP1 SWAP70 SYNPO SYPL1 TAF1D TBL1X TENT5C TMEM131L TNFAIP8 TNFRSF13B TPD52 TRAF5 TRBC1 TRIB2 TTC9 TUBA1A TUBA4A TUBB2A TXNIP UBR5 USP12 VPREB3 WDR11 WEE1 YBX3 ZBP1 ZFP36L1 ZNF318 ZNF395 ZNF43 GSE29618_BCELL_VS_PDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29618_BCELL_VS_PDC_DN ADA ADI1 AEBP1 AHI1 AHNAK2 ALOX5AP APP ARF3 ASAP2 ASPH ATG101 ATP13A2 BAHCC1 BCAP31 BLTP2 BTAF1 CANX CBX6 CCDC186 CCDC88A CD2AP CD300A CMKLR1 CORO1C CPT1A CRYBG3 CSF2RB CTSB CTSC CUEDC1 CUX2 CYTH4 DAB2 DACH1 DHRS7 DNAJC3 DNAJC4 DNASE1L3 DPP4 DPYSL2 DSTN DUSP5 EGLN3 EIF4A3 ENPP2 EPHA2 EPHB1 ERN1 ETV6 FABP5 FCER1A FKBP2 FLNB FLT3 GAS6 GLIPR1 GNA15 GNAQ GPM6B GPR171 GPX1 GRAMD1B GRSF1 GSN GUK1 GZMB HDAC2 HERPUD1 HHAT HIGD1A HSP90B1 HYOU1 IDH3A IFNAR2 IGF2R IL18R1 IL3RA INPP4A IQGAP2 IRF4 IRF7 IRF8 ITM2C KCNK10 KIF5B KRT5 LAMP5 LGMN LHFPL2 LILRA4 LILRB4 LRRC36 MAGED1 MAN2B1 MAP1A MAPKAPK2 MARCHF2 MCM6 MGST2 MILR1 MLEC MLF2 MPZL1 MRTFA MYB MYCL MYDGF MYL12A MYL6 NAGA NDRG1 NDUFA4 NECTIN1 NPC1 NPC2 NREP NRP1 NUCB2 NUDT1 NUS1P3 OTULINL PAFAH2 PARK7 PDIA3 PFKFB2 PHB1 PHEX PIAS3 PLAAT3 PLEK PLP2 POLB PPIB PPP1R14B PRKCI PTGDS PTPRE PTPRS PYCARD RAB40B RGS7 RIMS3 RIOX2 RNF11 RNF130 RPN1 RPN2 RPS6KA2 RRBP1 RUNX2 SCAMP4 SCAMP5 SCARB2 SCN9A SCT SEC61B SELPLG SEMA3C SEMA4C SEPHS1 SERPINF1 SFT2D2 SH3BP4 SLC20A1 SLC38A2 SLC39A6 SLC7A11 SLC7A5 SOX4 SPCS1 SRP14 SSR4 SSX2IP ST14 ST3GAL2 ST6GALNAC4 TAGLN2 TBC1D4 TCF4 TLR7 TM9SF2 TM9SF3 TMED10 TNFRSF21 TNNI2 TPM2 TPP1 TRAF4 TRGV5 TRIP10 TXN UBE2J1 UCK2 UFD1 UGCG VAMP8 WDR1 ZDHHC17 GSE29618_BCELL_VS_PDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29618_BCELL_VS_PDC_UP ABCB4 ABLIM1 ADAM28 ADAM8 ADD2 AIM2 ALOX5 APOL3 ARHGAP25 ARHGDIB ARID5B ATP2B1 BACE2 BACH1 BACH2 BANK1 BASP1 BCL2 BCL2A1 BIRC3 BMP2K BMS1P20 BTG1 CCR6 CD19 CD22 CD24 CD37 CD48 CD55 CD69 CD72 CD79A CD79B CD83 CDC42EP3 CDC42SE1 CDK14 CDKN1B CEMIP2 CHD7 CHMP7 CHST2 CKAP2 CLEC2D CLIC4 CR1 CXCR5 DDIT3 DGKD DPEP2 DUSP1 ECE1 EGR1 EIF1B EIF2AK3 ELF1 EVL EZR FAM111A FCER2 FCGR2B FCGR2C FCMR FCRL2 FOXO1 GSAP GVINP1 HES1 HIF1A HK2 HLA-DOB HLA-F HLA-F-AS1 HMGB2 ICAM3 IER2 IER5 IFT57 IGHD IGHG1 IGHM IGKC IGKV1D-13 IGKV3-20 IGLJ3 IGLV1-44 IL24 IL4R IRS2 ISG20 JUN JUNB KCNA3 KDM7A KLF2 KLF7 KLHL2 LAPTM5 LAT2 LIMD2 LINC00623 LY86 LYST MACF1 MARCKS MBD4 MKNK2 MMD MRGBP MS4A1 MSN MTSS1 MYC MYCBP2 NCK2 NFKBIA NLRP1 NOC3L NR4A2 NT5E P2RX5 P2RY10 PAPOLA PARP12 PAX5 PDK1 PDLIM1 PELI1 PHTF2 PIK3C2B PIK3IP1 PIKFYVE PKIG PLAAT4 PLCG2 PLEKHA2 PLEKHF2 PMAIP1 POU2AF1 PPFIBP2 PPP1CC PRDM2 PTP4A1 PTPN12 PTPRC PWP1 QRSL1 RAB29 RAB30 RAB8B RASA3 RASGRP3 RESF1 RHOB RHOH RRAS2 RYK SCPEP1 SH3BP5 SHMT2 SIPA1L3 SLC2A3 SLC35F2 SMCHD1 SNX2 SP100 SP140 SP140L ST6GAL1 STAP1 SWAP70 SYNPO SYPL1 TAF1D TANK TBL1X TENT5C TMEM131L TNFRSF13B TPD52 TRAF5 TRAK2 TRIB2 TRIO TSC22D3 TTC9 TUBA1A TUBA4A TXNIP UBXN1 USP6NL WWC3 YBX3 ZFP36L1 ZNF318 GSE29618_LAIV_VS_TIV_FLU_VACCINE_DAY7_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29618_LAIV_VS_TIV_FLU_VACCINE_DAY7_BCELL_DN ACVR2A ACYP2 AHR ANXA7 APRT ARFGAP2 ARFIP2 ARIH1 ATOX1 ATP1B3 ATP5MJ BAG6 BANF1 BCL3 BLOC1S1 BPHL BRCC3 C11orf24 C2CD2 CAMKV CAPN2 CAPRIN1 CAPZA2 CCDC86 CCDC9 CCDC92 CCNB1IP1 CD2BP2 CDK2AP2 CDK6 CDKL2 CEACAM7 CGRRF1 CITED2 COBLL1 COPS3 CORO1A COX7C CTNNA1 DGUOK DHX40 DPEP1 DPEP3 DRG2 DYNLT3 EBAG9 EIF3H EIF4E2 EIPR1 ELL2 EMC3 ENPP4 ENTR1 ERCC1 ESR2 FAHD2A FAM131A FAM3A FARSA FBXO38 FIP1L1 FKBP15 FUT2 FYN GABBR1 GLB1 GNAI2 GNG5 GUK1 GYG1 H1-4 H2AC18 H2AC8 HDAC4 HERC6 HHAT HK2 HLA-G ICE1 IPO9 IRAK1 IRF3 ITFG1 KCNQ1 KDELR1 KPNA6 LGALS8 LGALSL LPCAT3 LSM2 MAGI2 MAPK14 MAPKAP1 MBD1 MBNL2 MEIS3P1 MFF MGLL MID1IP1 MKRN2 MMP24 MRPL41 MRPS15 MT2A MYCBP NCOA1 NDUFB4 NELFCD NFE2L2 NLRP1 NR3C1 NRBP1 NUDT9 NXT2 OGFOD2 PALS1 PARP11 PEX13 PFDN1 PIAS3 PIK3CB PLAA PPP2R5A PRSS53 PSMG2 R3HDM1 RAB6A RAF1 RALY RBM23 RBPJ RCN1 RCN2 RGS10 RIPK1 RIPK2 RNF115 ROGDI RORA RPGR RPL23AP53 RPL30 RPL31 RPL32 RPL37 RPL6 RPL7A RPLP2 RPRD2 RPS20 RPS24 RPS25 RPS26 RPS27 RPS6KA4 SCFD1 SDHD SERF2 SETD3 SLC12A7 SLC15A3 SLC7A7 SMYD2 SMYD5 SP2 SPAG7 STX17 STX4 SUCLA2 SULT1A2 TASOR TBC1D8 TBL1X TENT5A TLE4 TMBIM4 TMEM260 TMEM39B TMSB10 TRIM21 TSG101 TTI2 TUFM UQCR10 USP3 VAMP3 VCP VIPR1 WDR45B WDR47 WNT1 YARS1 YES1 YWHAH ZBTB40 ZDHHC11 ZNF207 ZNF267 GSE29618_LAIV_VS_TIV_FLU_VACCINE_DAY7_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29618_LAIV_VS_TIV_FLU_VACCINE_DAY7_BCELL_UP ACKR2 ADGRF1 ANKRD1 ANKRD27 AOC1 AQP4 ATM B2M BAIAP2 BAIAP2L2 BARX1 BBC3 BCL10 BCL2L10 BDNF BMAL2 BPNT1 BRSK2 CA10 CALML5 CAV3 CCDC103 CD226 CD70 CD9 CDC6 CDHR5 CES1P1 CHST7 CLPS CNIH3 COL1A2 COPS7B CRAT CRELD1 CRTAC1 CRYGD CSPP1 CYB5A CYP3A7 DBP DCXR DEFB4A DNAH6 DNASE1L3 DNM1 DPYSL4 DUOX1 DUSP14 ELOVL6 ENPP3 F11 FAAP100 FAM120C FAM204A FAT4 FBXO4 FEZF2 FOXJ1 FZD4 GABRP GCLM GH2 GK2 GLP2R GPD2 GPR18 GPT GRM2 GUCA1A GYG2 H2AC17 H2AP HCFC2 HMGB3P30 HOXB2 ID4 IFFO1 IFNA7 IGFBP4 IGLV4-60 IL36A IL37 IL5 INSL4 INTS7 ITIH3 KCNA10 KIAA0087 KIF5C KLHL21 KRT14 KRT3 LAMB3 LIPE LMO3 LORICRIN LRP8 LRRTM4 MAD2L1 MAPK13 MATN4 MCOLN3 MYOZ3 N4BP3 NAP1L2 NDRG2 NEU1 NHEJ1 NID2 NLGN3 NLRP2 NNMT NPC1L1 NPHS1 NR1H3 NRG2 NT5E NUBPL OGN OPN1SW PALB2 PCDH12 PLEKHH3 PLXNA3 PNMA2 POF1B PRL PROC PRUNE2 PTH1R RAB40AL RAD51 RAD51D RASSF7 RBBP9 RGS3 RGS6 RMDN1 RNF144A RNF39 RPL10P17 RS1 RUNX2 S100B SCAND2P SERPINA7 SERPINB5 SLC25A38 SLC26A1 SLC28A2 SLC37A4 SLC4A4 SLURP1 SNRNP40 SPHK2 SPICE1 SRBD1 SSX5 TAF4 TAF5 TAS2R3 TAS2R9 TBC1D22B TBC1D30 TCP11L1 TEAD3 TENM1 TEX12 TFF3 THAP7 THEG THRA TLX1 TMEM255A TMSB15B TPD52L1 TRAV8-3 TRIM17 TRIM23 TRIM25 TRIM48 TRIP10 TRPM1 TSKS TTC28 UMOD UPK3B UTS2 VPREB1 VSNL1 ZBED2 ZBTB3 ZNF215 ZNF358 ZNF365 ZNF442 ZNF80 GSE29618_LAIV_VS_TIV_FLU_VACCINE_DAY7_MDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29618_LAIV_VS_TIV_FLU_VACCINE_DAY7_MDC_DN ABCA6 ACSBG1 AGT AKR1A1 AMT ANKRD36BP2 ANP32C AP1S2 APOB ASB6 ATP10D ATP9B B3GNT3 B9D2 BIRC7 BMP7 BOK BTG3 C11orf68 C3AR1 CACYBP CARD14 CCDC51 CDK1 CDK6 CEND1 CFI CFLAR CHST2 CLIP1 CLPX CNMD CNNM1 COL16A1 COL4A5 COPB1 CPN1 CPSF6 CRYBA1 CSNK2B CST4 CYP2W1 CYP3A43 DCHS2 DCSTAMP DDX23 DHCR7 DIPK1A DIS3 DPY19L2P2 DTNB EDNRB ELOA2 EMD ENPP2 ERC2-IT1 ERH FAM32A FCN2 FLVCR2 FNBP1L FOXN1 FUZ GADD45B GARNL3 GBAP1 GFPT2 GNAL GNPDA1 GPR173 GUCY1A2 GZMH HGFAC HMGA2 HNF4G HOPX HOXD9 HYAL4 IFITM2 IFNG IGF2-AS IGF2BP3 IL12A IL27RA INPP5J INTS11 INTS7 ITM2A JUP KCNC1 KCNC4 KCNJ6 KCNK1 KCNN1 KCNV1 KIAA0040 KLK1 KLK5 LIPA LMO2 LRRC20 LRRFIP2 LY75 MAN2B2 MAP7 MAT1A MECP2 MFSD1 MNAT1 MORF4L1 MTFR1 MTOR MYH7 MYL1 NARS2 NEFH NES NMUR1 NOC3L NODAL NRG2 NUP42 OGFOD2 OPLAH PARP11 PCSK6 PDCD1LG2 PDCD2 PGLYRP4 PIGF PITPNM3 PKLR PLA2G4C PMS2P11 PNKP POLR1HASP POLR2G POU3F2 PPARG PPP1R13L PPP1R14D PRKG1 PROP1 PTGER3 RAB3D RAB40A RAB9A RAD51D RBPJ RETSAT RFK RLBP1 RNASEL RPS23 RUNDC3B S100A11 SAE1 SEZ6L2 SGSM2 SH2D4A SH3GL3 SLC33A1 SLC34A1 SLC6A12 SMIM10L1 SNCAIP SRPK3 STRA6 STRN SULT1A2 TCN1 TENM1 TESK2 THRB TIMM17A TMBIM4 TMEM59 TMEM87A TMPRSS15 TRAF3 TRHR TRIM31 TTC30A TTLL7 TUBA1A USP4 UVRAG VDR VTCN1 WDHD1 WDR82 XRCC4 ZBTB20 ZFTRAF1 ZMYM5 ZNF446 GSE29618_LAIV_VS_TIV_FLU_VACCINE_DAY7_MDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29618_LAIV_VS_TIV_FLU_VACCINE_DAY7_MDC_UP ACTR5 ADRB1 AHCYL1 AIDA AMMECR1 ANKRD17 AP2S1 APOC2 ARHGAP32 ASIC2 C2CD3 CAPN15 CASS4 CCSER2 CD34 CD48 CDC42 CEP131 CHEK2 CHMP1B CLCA4 CLK1 CNOT7 COL6A2 COL8A1 COLEC10 CRK CSDE1 CSTF3 CTSC CUL2 CZIB DAB2 DAZL DIO3 DKK3 DUS1L ENTPD4 EXOC1 FBXL14 FBXL8 FOSB FXR1 FYCO1 GABRG2 GALNT1 GNG11 GNGT1 GORASP1 GPR37L1 H1-1 H3C7 HDAC9 HES1 HFE HIC2 HIGD1B IDI2-AS1 IFNAR1 IGHV5-78 IKZF1 IKZF2 IL4R IMPG2 INCENP JPH2 JUNB KCNE5 KLF9 LAMB4 LILRA1 LILRA6 LIMD1 LLGL2 LRRC59 LSM14B LYPLA1 LZTFL1 MAPKAPK2 MCOLN1 MDFIC MED13L MEIS2 MIPEP MORC3 MROH7 MSRB1 MTUS2 MYH9 MYL3 MYO7A NAALAD2 NAT8B NDNF NEK9 NEU3 NONO NOP14 NPAT NR4A2 NR4A3 NSD1 NUBPL OR2H1 ORC3 OSMR P2RY10 PAK2 PCDH17 PCDHGA10 PDSS1 PGM1 PHACTR4 PHTF1 PIK3R1 PLEKHA2 PLOD2 PPM1G PRKAG1 PRKCA PRKX PRMT3 PRRC2B PSG2 PSMC3 PTER PTGS2 PUM1 RAB8B RARA RASA1 RASA2 RASSF4 RFWD3 RGS1 RNASE6 RNF38 RPS2 SCCPDH SEMA4D SETMAR SF3A2 SIRT3 SLC10A3 SLC25A1 SLC38A1 SLC4A8 SMARCB1 SMIM27 SNAI1 SORT1 SPATS2L SPTLC2 SRR SSX1 ST7L STAG1 STK17B STK38L STX10 SUOX SYBU TEF TEX13B TEX261 TFAP4 TLN1 TMEM176B TMEM187 TMOD3 TNPO1 TPTE TRIM68 TSPAN12 TUBD1 U2AF2 UBXN6 UNC13B UNC5C USP16 VDAC2 VGLL3 VWA8 WNT2 XPO7 XYLB YY1 ZMAT3 ZNF107 ZNF200 ZNF33B ZNF451 ZNF480 ZNF614 ZNF93 ZSCAN16 ZSCAN9 GSE29618_LAIV_VS_TIV_FLU_VACCINE_DAY7_MONOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29618_LAIV_VS_TIV_FLU_VACCINE_DAY7_MONOCYTE_DN ACAP1 ACO2 ACSBG1 ACTL6B ADRA2A AK5 AMACR ANK2 ANXA2P1 ARF5 ARL2 ARR3 ASGR1 ATP9A BCL7A BEX4 BRAP BTNL2 C10orf95-AS1 C1QA C2orf27A C3orf52 CALHM2 CALR CANT1 CD151 CD207 CDC25C CEACAM6 CHST5 CIB1 CLASP2 CLN8 COQ8B COX11 COX6A1 CST3 CTTN DDAH2 DDRGK1 DDX23 DDX24 DGUOK DHX30 DND1 DRD1 EEF2KMT EFHD2 EHBP1L1 EIF3G EIF5A ENPP2 ENPP4 ENSG00000274253 EPS15L1 FAM50A FES FGD2 FGF20 FIS1 FLAD1 FOXF2 FTSJ3 GABRA1 GBE1 GC GCHFR GDPD5 GFI1 GOLT1B GPI GPR75 GSTM5 GSTO1 HAO2 HDAC5 HDLBP HEXIM1 IGF2BP3 IL16 INPP5D IVD KCNA2 KCNAB1 KCNJ5 KLF8 KRT18 LGALS1 LINC00574 MACROH2A2 MAL MED23 MEN1 MICA MTMR14 MTMR9 MTOR MUC5B NALF2 NCKIPSD NDUFB1 NEAT1 NFKBIE NRBP1 NTN1 NUMA1 OAZ1 ODF1 OGDH OR10H3 OR12D3 OR1G1 OR2H2 OS9 OTUB1 PCYT1A PDLIM7 PI15 PIGF PLN PLPPR1 POLR3K PPDPF PRKD1 PSG11 PSMD11 PXMP4 RAB4B RAD54L RAF1 RALY RAP1GAP2 RIC8A RIPOR1 RNASE2 ROR1 RPS6KA2 RTF1 RUSF1 S100A10 SAFB SAP30BP SART1 SCAF4 SCHIP1 SDC2 SEL1L3 SEMA3G SERF2 SFN SGCE SH2D4A SH3BP2 SLC4A2 SLC66A2 SMG6 SMOX SMPD3 SOCS3 SP100 SPA17 SPINK4 SRM SRPX SSR4 STK10 STOML1 STRN4 TAGLN2 TCIRG1 TEAD4 TKFC TLE5 TLX3 TMSB10 TNNI2 TPM4 TRIM21 TRIP10 TSPO TTLL3 TWSG1 TXN2 TYR TYROBP UPP1 VASP VIPAS39 VRK3 WAS WT1-AS ZDHHC14 ZGPAT ZNF212 ZNHIT1 GSE29618_LAIV_VS_TIV_FLU_VACCINE_DAY7_MONOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29618_LAIV_VS_TIV_FLU_VACCINE_DAY7_MONOCYTE_UP ABCG1 ACTR1A ADGRE2 AHCY AICDA ALDH3A2 ALG13 ANKRD40 APEX1 ARHGEF16 ARL4A ASS1 B4GALT7 BCL2L13 BRCC3 BSN BTG2-DT CAMKK2 CANX CAPN6 CARS2 CASP8 CBX1 CD1C CD248 CD48 CDCA8 CDK5R1 CFDP1 CHM CHRM3 CIC CIITA CMAS COCH CS CSN2 CTSE CXCL1 CYP2F1 DAZAP1 DCAF6 DICER1 DNAAF2 DNAJA2 DNASE1L1 DUSP1 DYNC2LI1 EEF1A1 EIF2S3 EIF3B ELF3 ELOA-AS1 EPB41 EREG ERO1A EXD2 EXOC5 FABP1 FAM136A FBXO2 FGFR2 FOSB GABRA2 GABRG2 GAS1 GAS2 GEMIN4 GGA3 GID8 GLUD1 GMPR2 GNL3L GNLY GPATCH4 GPM6A HAND2 HIPK3 HMX1 HNRNPUL2 HPCA HSPA8 IGBP1 IL10RA IL12B IL18 IL27RA INPP5J IPO7 ITGA4 ITPK1 JADE2 KATNA1 KCTD12 KCTD20 KHSRP KLHL11 KMT5A LFNG LINS1 LPAR1 LRRC47 LYST MARCHF8 MBP METTL1 MFAP1 MFSD1 MKRN7P MMADHC MRPL39 MSN MTAP MTARC1 MYCL MYOM2 NAALAD2 NARS2 NEFH NEFM NFATC3 NLGN1 NLRP2 NR4A2 NSUN6 OLFM1 OSGIN2 PCBP2 PDE3B PITRM1 PLK2 PPFIBP1 PRC1 PRPSAP1 PSME2 PTBP3 PTEN PTGDR PTGIS PTH PTPRC PUS7 RAB27B RARS2 RASSF1 RBMX RGR RMND1 RPL15 RPL35A RPL36A RPL4 RSL1D1 RXRA SATB2 SCAND2P SDHA SEMA6D SIRPB1 SKAP2 SLC25A32 SLC25A5 SLC41A3 SMC4 SMG7-AS1 SNX3 SORL1 SOX3 SPATA7 SRPRB SRSF5 SSH1 SSR3 SSTR2 STARD7 STOM SYCE1L TAF1 TAF12 TBC1D31 TCEAL1 TECPR2 THBS2 TLR5 TM9SF2 TMPO TOGARAM1 TOMM40 TRDV2 TUG1 USP21 ZFP36L2 ZFYVE21 ZIC1 ZMPSTE24 ZNF3 ZNF33B ZNF93 GSE29618_LAIV_VS_TIV_FLU_VACCINE_DAY7_PDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29618_LAIV_VS_TIV_FLU_VACCINE_DAY7_PDC_DN ACP1 ACTA1 ACTL7A ADCK2 ADCY1 ADO AGR2 AKAP6 AKAP8L ALX3 ANP32A APOD ASCL1 ATXN2L AVPR1A B3GNT3 BAIAP3 BCL6 BRINP1 BRME1 C1orf54 CALCA CBS CCDC181 CCL16 CCL8 CCND1 CD1A CD24 CDC27 CDH2 CDY1 CHPF2 CHST1 CLPTM1 CLTB CNGA3 CNN1 CPT2 CTNND1 CTSO CXCL13 CXCL14 CYP2D6 DENND2A DNALI1 DPM2 DSG1 EIF4G1 ELAVL1 EPN3 ERBB3 ERBB4 F10 FBRS FGFR1 FGFR4 FLNA FLVCR2 FOLR2 FOXB1 FOXL2 FOXO3 FSHB FXR2 G6PC3 GABARAP GART GDI1 GKN1 GNAI2 GNAT3 GSE1 H2AC16 H2AC17 H2AC18 H2BC10 H2BC12L H2BC21 H2BC5 H2BC6 H2BC9 H4C8 HECW1 HES2 HIGD2A HK1 HLA-F-AS1 HLX HPCAL1 HSD17B7 HSPA2 IER2 IFI16 IFT81 IGFBP5 IKZF1 IL1RAPL1 INHBA INHBB IP6K2 IPO7 IRF3 KCNA2 KCTD14 KIF25 KIF2A KLHL28 KNOP1 KRT38 LEF1 LIN7B LRRTM4 LYZL6 MAP3K6 MARK2 MC3R MEX3D MRPL28 MSMB NCKAP1 NECTIN3 NKX2-2 NMT2 NPY2R NXT1 OGDH OR7E24 PCCB PCDHA9 PCTP PDZD2 PDZRN4 PER3 PFDN2 PFKM PFN1 PHB2 PHYHIP PKMYT1 PLEKHJ1 POLR3D PPP2R5E PRDM5 PRKCSH PRL PRMT8 PRTN3 PTPA PTRH2 QPCT RAD21 RAD23A RAPGEF4 RECQL4 RSAD2 S100A2 SART3 SCARB1 SCGB2A2 SDC1 SEC62 SGCE SH3BGRL3 SHMT2 SIGLEC8 SIGMAR1 SIRT4 SLC16A5 SLCO3A1 SMAD5 SNAPC1 SPIN1 STC2 STX5 TEX30 TGM5 THY1 TLR5 TM4SF1 TMCC1 TMEFF1 TMEM230 TMX4 TNFAIP1 TNIP3 TNK1 TNPO2 TNS4 TREX2 TRIB2 TRMT2B TUBA8 UCN UGT8 WDR33 WNK1 WNT1 ZNF204P ZNF43 GSE29618_LAIV_VS_TIV_FLU_VACCINE_DAY7_PDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29618_LAIV_VS_TIV_FLU_VACCINE_DAY7_PDC_UP ACACA ACAD8 ADAM22 ADD1 AGGF1 ALCAM ALDH2 ANKRD11 ANKRD53 AOC3 APOO ARFGEF2 ARHGAP24 ARL4A ATAD2B ATG4B ATP13A3 BIN2 BOLA1 BTAF1 BTBD3 BTD C1orf174 C2CD5 C5orf22 CBLIF CCDC47 CDCA3 CHPT1 CLK1 CPLANE2 CPSF4 CRBN CTSB DAZAP2 DCAF1 DDX5 DHX9 DLEU2 DNAJC2 DPP4 DUSP5 DYNLT1 ELK3 ENOX2 ENTPD6 EOLA1 EPHA2 ETAA1 ETV5 FAM169A FNDC3A GAP43 GGNBP2 GIN1 GLCE GNB1 GPATCH8 GPM6B GPRASP1 HDAC9 HIP1 HMBS HMG20A HMGN2 HNRNPU HSPB7 IFRD1 IL1RAPL2 INPP5F IPO5 IPPK ITGA4 JAK2 KIZ LHFPL2 LILRB5 LIN37 LUC7L3 LXN MAGEA1 MAN2A2 MATR3 MBTPS1 MED12 MED20 METTL7A MMP20 N4BP2L2-IT2 NAA40 NAALADL1 NANS NARF NDST2 NGLY1 NME8 NOP14 NOP56 NPR2 NRN1 NSDHL ODC1 OMG OSBPL9 OTUB2 OTUD4 PAFAH1B1 PBX3 PCF11 PCNT PDCD1LG2 PDXDC1 PLEK2 PMEPA1 PNISR POLB POT1 PPP4R1 PRDX2 PRPF3 PTBP2 PTCD3 PTPRE PTTG1IP PXDN RAB3GAP2 RALB RCN2 REXO5 RHCE RNF220 RO60 RPL34 RPS3A RSAD1 RSRP1 SARAF SCG5 SEC22A SEMG1 SENP6 SGCB SGF29 SHLD2 SHPK SIK1 SLC25A38 SLC33A1 SLC35A1 SLC35E2A SLITRK5 SLTM SMYD2 SND1 SNX5 SRSF5 SRSF6 STAG3L4 STARD7 SUGP1 SUN1 TAF11 TAF12 TAX1BP1 TBC1D22B TBCC TBK1 TFRC TGFBI THBD TIMM17A TLN2 TMEM140 TMEM164 TRAPPC11 TRAPPC13 TRMT5 TRMT61B TSPAN13 TUBGCP5 UBP1 UEVLD UPF3B USP15 USP32P2 USPL1 VOPP1 WSB2 XPOT YPEL5 ZCCHC8 ZFAND6 ZFP64 ZMYM6 ZNF223 ZNF410 ZNF443 ZNF692 GSE29618_MONOCYTE_VS_MDC_DAY7_FLU_VACCINE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29618_MONOCYTE_VS_MDC_DAY7_FLU_VACCINE_DN ACSF2 ACSL5 ADAM28 ADAM8 AFF3 AK2 ALCAM ARF3 ARL4C ASF1A ATIC ATP1B1 ATP8B4 AXL BANK1 BASP1 BCL11A BCL7A BIN1 BUD23 BZW2 C10orf95-AS1 C1QBP C2CD2 CACNA2D3 CBX5 CCDC6 CCDC86 CCDC88A CCND2 CCR6 CD1B CD1C CD1E CD207 CD226 CD59 CD72 CIDEB CIITA CLEC10A CLIC2 CNN2 COL9A2 CST3 CST7 DCAKD DCTPP1 DDX27 DEPTOR DEXI DHRS3 DNAJC15 DYRK2 EI24 EIF3L ELMO1 EPB41L2 ERG28 ESYT1 EVL FABP5 FAM162A FAU FBL FBLN2 FCER1A FLT3 GDI2 GOLGA8A GPR183 GSN H1-2 H1-4 H1-5 H2AC13 H2AC14 H2BC10 H2BC14 H2BC5 H2BC6 H2BC8 H2BC9 H3C11 H3C8 H4C11 H4C3 HADH HDAC9 HERC2 HINT1 HIP1 HIVEP2 HLA-DMA HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DRA HLA-DRB1 HLA-DRB6 HMGA1 HMGN1 HNRNPA0 HOXA9 IL18 IL18R1 IL1R2 IL2RG IRF4 ITGAX ITGB7 JHY LANCL1 LGMN LIMK1 MAGEF1 MAP4K1 MMD MRPL9 MTMR1 MZT2A NDRG1 NDRG2 NDUFV1 NDUFV2 NET1 NPM3 NREP NUP210 OFD1 P2RY10 P2RY14 PAK1 PARM1 PDLIM1 PEA15 PEBP1 PFN1 PGM1 PHACTR1 PIP4K2A PON2 PPA1 PRCP PRKACB PRKCH PRMT1 PTGDR2 RBPJ RGS10 RHOF RPL19 RPL35 RPL36 RPL4 RPL9 RPLP0 RPS10 RPS10P5 RPS17P5 RPS2 RPS20 RPS23 RPS5 RPS6 RPSA RUFY3 SAMHD1 SCRN1 SEPTIN6 SH3BP4 SH3BP5 SHMT2 SIGLEC6 SLC2A1 SLC35F2 SLC38A1 SNRNP25 SNRPD2 SNRPE SNRPF SOX12 SPATS2L SPINT2 SPTBN1 ST13 TAB2 TCTN3 TMF1 TPD52 TRIB2 UPK3A UVRAG VCL VDAC1 VOPP1 VPS51 YWHAE ZEB1 GSE29618_MONOCYTE_VS_MDC_DAY7_FLU_VACCINE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29618_MONOCYTE_VS_MDC_DAY7_FLU_VACCINE_UP ACSL1 ADGRE1 AGFG1 AIF1 ALDH1A1 APLP2 APOBEC3A ARAP3 ARHGEF10L ASAH1 ASGR1 ATP6AP2 ATP6V1B2 ATXN1 BEST1 BIN2 BLVRA BNIP3L BST1 BTG2 C3AR1 C5AR1 CANT1 CAST CD14 CD163 CD36 CD44 CD46 CD63 CD68 CDA CDC42EP3 CDIPT CEBPB CHST15 CKAP4 CLEC7A CLIP4 CLMN CNIH4 CR1 CREG1 CRISPLD2 CSF3R CTSA CTSB CTSD CTSL CTSS CXCL1 CXCL2 CXCL8 CYBB CYP1B1 CYP27A1 DMXL2 DPEP2 DRAM1 DUSP1 DUSP6 DYSF EGR1 ELL2 ENC1 EVI2A EXT1 F5 FBN2 FBXL5 FCAR FCGR2A FCN1 FOLR2 FRY FTL FUCA1 FUT4 FXYD6 G0S2 GASK1B GIMAP4 GIMAP5 GIMAP6 GLRX GLUL GNS GRK5 HAL HCAR3 HLA-A HLA-B HLA-F HMOX1 HNMT ICAM1 IER3 IFFO1 IGF2R IRAK3 ITGAM ITM2B KIAA0513 KIF13B KLF2 KLF7 LAIR1 LAMP1 LGALS3 LHFPL2 LILRA5 LILRB2 LIN7A LTA4H MANBA MARCO MBD2 MCOLN1 METTL9 MID1IP1 MKNK1 MPP1 MSRB1 MTARC1 MTMR3 MXI1 NAAA NAMPT NCF1C NCF2 NCF4 NFKBIA NINJ1 NPC2 NPL PDE6H PDXK PELI1 PGD PIK3IP1 PILRA PLA2G7 PLBD1 PLCB1 PLIN2 PLXND1 PRRG4 PSAP PTGER2 PTX3 PYGL QPCT RBMS1 RHOA RIN2 RRAGD RTN3 S100A12 S100A8 S100A9 SASH1 SAT1 SCPEP1 SDCBP SERINC1 SERPINA1 SIPA1L1 SIRPB1 SLC11A1 SLC7A7 SLCO3A1 SMARCD3 SMPDL3A SNX2 SOD2 SORL1 SQSTM1 STAB1 STEAP4 SYPL1 TBXAS1 TCF7L2 THEMIS2 TKT TMBIM1 TMEM127 TNFRSF1B TOM1 TREM1 TSPAN14 UBE2D1 UPP1 UTRN VAMP3 VCAN VNN2 WIPI1 ZDHHC7 ZFP36L1 ZNF185 GSE29618_MONOCYTE_VS_MDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29618_MONOCYTE_VS_MDC_DN ACTG1 ADAM28 AEN AFF3 AHNAK2 ALCAM APEX1 APMAP ARF6 ARL4C ATP5IF1 AXL BANK1 BASP1 BATF3 BCL2 BCL7A BEND5 BIN1 BLNK BZW2 CAPG CCDC6 CCDC88A CCNB1IP1 CCND2 CCR5 CCR6 CCT2 CD1C CD1E CD2 CD207 CD22 CD226 CD59 CD72 CDC123 CDK2AP1 CIITA CLEC10A CLIC2 CNN2 CNPPD1 COL9A2 CST3 CST7 DAB2 DCTPP1 DENND1B DEPTOR DHRS3 DTNA EI24 EIF3K ENSA EPB41L2 EVL FABP5 FAM162A FBLN2 FCER1A FLT3 GATM GNG7 GOLGA8A GOLGA8H GOLPH3L GRIP1 GSN H1-2 H1-3 H1-5 H2AC13 H2AC14 H2AC16 H2BC10 H2BC12L H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3C11 H3C8 H4C11 H4C3 HADH HDAC9 HERC2 HINT1 HIP1 HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQB1 HLA-DRA HLA-DRB6 HLTF HMGA1 HMGN1 HNRNPA0 HNRNPC HOXA9 IL13RA1 IL16 IL18 IL18R1 IL1R2 IL2RG IRF4 ITGB7 KIT KLF8 LGMN LRBA MAGEF1 MAP4K1 MAP7 MICAL1 MOB3B MZT2A NDRG2 NDUFS8 NET1 NME1 NREP NUCKS1 NUP210 OFD1 PARM1 PARP16 PDLIM1 PEA15 PEBP1 PHB2 PHF10 PON2 PPA1 PPM1G PPP1R14B PPP1R16B PRKACB PTTG1 RAB7A RGS1 RGS10 RPL19 RPL9 RPLP0 RPS10P5 RPS2 RPS23 RPS27A RPS3A RPS6 RPS6KA6 RPSA S100B SAMHD1 SCD SCRN1 SEPTIN6 SEZ6L SH3BP4 SH3BP5 SIGLEC6 SLC2A1 SLC35F2 SLC38A1 SLC9A7 SMARCA2 SNRPD1 SNRPF SPATS2L SPINT2 SPTBN1 SSR1 SUB1 TAB2 TCAF1 TCTN3 TENT5C TMEM109 TMEM14A TOB1 TRAP1 TRIB2 TUBA1B UBE2L3 UCK2 UPK3A UVRAG WDR43 WEE1 YWHAE ZC3HAV1 ZNF43 ZNF93 GSE29618_MONOCYTE_VS_MDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29618_MONOCYTE_VS_MDC_UP ABCA1 ABHD5 ACSL1 ADGRE1 ADIPOR1 ADM AIF1 ALDH1A1 AOAH APLP2 APOBEC3A ARHGEF10L ARHGEF40 ASAH1 ATP6AP2 ATXN1 BACH1 BCL2A1 BEST1 BIN2 BLVRA BNIP3L BST1 BTG2 C5AR1 CALML4 CCR1 CD14 CD163 CD36 CD44 CD46 CD63 CD68 CD93 CDA CDC42EP3 CEBPB CFD CHST15 CKAP4 CLMN CPD CR1 CREG1 CRISPLD2 CSF3R CTSB CTSD CTSL CTSS CXCL2 CXCL8 CYBB CYP1B1 CYP27A1 DMXL2 DRAM1 DUSP6 EGR1 EGR2 EIF1 ELL2 EVI2A EXT1 F5 FBN2 FBXL5 FCAR FCER1G FCGR2A FCN1 FGR FPR1 FRY FTL FUT4 FXYD6 FYB1 G0S2 GAB2 GASK1B GIMAP5 GLUL GMFG GNS GRK6 HCAR3 HIF1A HLA-B HLA-F HMOX1 HNMT HPSE IER3 IFFO1 IFI30 IFNGR2 IGF2R IL15 IRAK3 IRS2 ITGAM ITM2B KIAA0513 KLF7 LAMP1 LDLR LILRA2 LILRA3 LILRA6 LILRB1 LILRB3 LIN7A LRP1 LTA4H MAFB MAP3K7CL MAP4K4 MARCKS MARCO MBD2 MIR22HG MKNK1 MPO MPP1 MTARC1 MXI1 NACC2 NAMPT NCF1C NCF2 NFKBIA NINJ1 NLRP3 NOTCH2 NPC2 NPL OAS1 PDE6H PDXK PELI1 PGD PIK3IP1 PILRA PLA2G7 PLAGL2 PNPLA2 PSAP PTGER2 PYGL QPCT RAB5IF RBMS1 RCBTB2 RIN2 RIT1 RNF19B RTN3 RXRA S100A12 S100A4 S100A8 S100A9 SCPEP1 SDCBP SDF2 SEMA4D SERPINA1 SIRPB1 SLC11A1 SLC22A4 SLC31A2 SLC7A7 SLCO3A1 SMARCD3 SOD2 SORL1 SPRY4 STS SULT1A2 TBC1D8 TCF7L2 TIAM1 TKT TLR4 TMEM127 TNFRSF1B TNFSF13 TREM1 TUBA4A TYROBP UBE2D1 UPP1 USP3 VCAN VNN2 VPS37C WLS ZDHHC7 GSE29618_MONOCYTE_VS_PDC_DAY7_FLU_VACCINE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29618_MONOCYTE_VS_PDC_DAY7_FLU_VACCINE_DN ADA ADAM19 AEBP1 AFF3 AHI1 AHNAK2 ALOX5AP AMIGO2 ANKRD12 ANKRD36 ANKRD36B APP AQP3 ATP2A3 ATP8A1 AUTS2 B4GALT1 BBIP1 BCL11A BCL7A BLNK CBX5 CCDC186 CCDC88A CCNYL7 CD164 CD2AP CERS6 CLN8 COBLL1 CRIM1 CSF2RB CUEDC1 CUL4B CUX2 CYFIP2 DAB2 DACH1 DACT1 DCK DDX17 DDX24 DNAJC4 DNASE1L3 DPP4 DSTN DUSP5 EPHB1 FCHSD2 FHL1 FKBP11 FKBP2 FLNB GAS6 GGA2 GLO1 GNG7 GOLGA8A GPM6B GRAMD1B GTF2I GUCY1A1 H1-3 H2BC10 H2BC7 H2BC8 HHAT HIGD1A HINT1 HLTF HSP90B1 IDH3A IGHM IGKC IL18R1 IL3RA INPP4A IRF4 IRF8 ITCH ITM2C KCNA5 KCNK10 KIF5B LAMP5 LBH LGMN LILRA4 LILRB4 LY9 LZTFL1 MAGED1 MAP1A MAP2K6 MAP4K1 MAPKAPK2 MAPRE2 MDFIC MDN1 MGAT4A MREG MTMR1 MYB MYO9A MZB1 NDRG1 NGLY1 NOTCH4 NPC1 NREP NRP1 NUCB2 OBSL1 ODC1 OFD1 OGT OPN3 PACS2 PAFAH2 PARK7 PCNT PDIA4 PEBP1 PHACTR1 PHEX PIK3CG PMS2P2 PMS2P5 POLB PPIB PPP1R14B PPP1R16B PTGDS PTPRCAP PTPRS RAB15 RBBP7 REPIN1 RGS7 RHOH RIOX2 RPS20 RPSA RRBP1 RUBCN RUNX2 SCAMP5 SCN9A SCT SEC61A2 SEC61B SEC61G SEL1L3 SEPTIN6 SETBP1 SIDT1 SIGLEC6 SINHCAF SLC2A1 SLC38A1 SLC7A11 SLC7A5 SMC6 SNRNP25 SPCS1 SPCS3 SPIB SPINT2 SRP14 SSR4 ST3GAL2 ST6GALNAC4 STMN1 TBC1D4 TCF3 TCF4 TCL1A TEX2 TM9SF2 TMED10 TMED2 TMED3 TMEM109 TMEM14A TMEM8B TPM2 TRAF4 TRAM1 TRIT1 TSPAN3 UBE2J1 UGCG USP24 ZDHHC17 ZDHHC4 ZEB1 ZHX2 ZNF22 ZNF589 GSE29618_MONOCYTE_VS_PDC_DAY7_FLU_VACCINE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29618_MONOCYTE_VS_PDC_DAY7_FLU_VACCINE_UP ACSL1 ADAM8 ADAP2 AGFG1 AHR AIF1 ALDH1A1 ALDH3A2 ALDH3B1 ALDOA ALOX5 AOAH APLP2 APOBEC3A APOL3 APOL6 ARAP3 ARHGAP26 ARHGEF10L ARHGEF40 ARRB1 ASAH1 ASAP1 ASGR2 ATG3 BCL6 BEST1 BLVRA BLVRB C5AR1 CALML4 CASP1 CD14 CD163 CD1D CD244 CD33 CD44 CD86 CD93 CDC42EP3 CEBPA CEBPB CEBPD CHSY1 CKAP4 CLEC7A CLIC1 CNIH4 CPPED1 CREG1 CRISPLD2 CSF1R CSF3R CTSL CTSS CXCL8 CYFIP1 CYP1B1 DENND3 DOCK5 DOK1 DPEP2 DPYD EFHD2 EGR1 EIF4EBP2 ENTPD1 EPB41L3 EVI2A FBN2 FBXL5 FCGR2C FCN1 FGL2 FGR FLVCR2 FPR1 FTL G0S2 GAPDH GAS7 GASK1B GBP2 GCH1 GMFG HBEGF HCAR3 HCK HK1 HK2 HMOX1 HPSE HSD17B11 ICAM3 IER3 IFI30 IFNGR2 IGSF6 IL1RN ITGAM ITGB2 ITM2B KIAA0513 KLF11 LAT2 LILRB3 LIN7A LST1 LTA4H LYST MAFB MARCKS MEGF9 MICAL2 MSN MTMR11 MYO1F NACC2 NAIP NAMPT NCF2 NFIL3 NLRP3 NPL NUP214 PCSK5 PELI1 PICALM PID1 PILRA PLAAT4 PLBD1 PLXNC1 PPM1F PSTPIP1 PTGER2 PTP4A2 PTPN12 PXN PYGL QPCT RAB20 RAB27A RAB32 RALB RCBTB2 REEP4 RIN2 RNASE2 RTN1 RXRA S100A12 S100A9 SAT1 SCPEP1 SEC11A SERPINA1 SERPINB6 SGK1 SH3BP2 SIRPA SLC2A3 SLC31A2 SLC36A1 SLC7A7 SLCO3A1 SMARCD3 SMS SNX2 SOD2 SPG21 TBL1X TBXAS1 TCF7L2 TGIF1 TIMP1 TKT TLR2 TMBIM1 TMEM127 TMEM131L TMEM164 TNFAIP2 TNFRSF1A TNFRSF1B TNFSF13 TREM1 TRIB1 TUBA4A UBE2D1 UPP1 USP3 VEGFA VNN2 VPS37C WDFY3 YBX3 ZDHHC7 ZFP36L1 GSE29618_MONOCYTE_VS_PDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29618_MONOCYTE_VS_PDC_DN ABI2 ADAM19 AEBP1 AFF3 AHI1 AHNAK2 ALOX5AP AMIGO2 ANKRD36 ANKRD36B APP AQP3 ASPH ATP2A3 ATP8A1 AUTS2 BAHCC1 BCL11A BCL7A BLNK BTAF1 CBFA2T3 CCDC186 CCDC88A CCNYL7 CD2AP CIB2 CLN8 COBLL1 CUX2 CYFIP2 DAB2 DAPK2 DCK DNASE1L3 DPP4 DUSP5 EGLN3 ENPP2 EPHA2 EPHB1 ETS1 FABP5 FCHSD2 FEN1 FKBP2 FLNB FLT3 GAS6 GGA2 GNG7 GOLGA8A GOLGA8B GPM6B GPR171 GRAMD1B GTF2I H1-2 H2BC12L H2BC6 H2BC7 H2BC9 HERPUD1 HHAT HINT1 HLTF HMGN1 HMHB1 HSP90B1 HYOU1 IGHM IGKC IL18R1 IL2RG IL3RA INPP4A IRF4 IRF7 IRF8 ITM2C KCNK10 KIF20B KIF5B KRT5 LAMP5 LGMN LILRA4 LINC00342 LRBA LRP8 LRRC36 LTB LUC7L3 MAGED1 MAP1A MAP2K6 MAP4K1 MAPKAPK2 MCM6 MDN1 MEF2D MLEC MREG MTMR1 MYB MYBL2 MYO1E MZB1 NDRG1 NGLY1 NOP56 NPC1 NREP NRP1 NSUN5 NUCB2 ODC1 OFD1 OGT PAFAH2 PAIP1 PCM1 PHB1 PHEX PHLPP2 PMS2P1 PMS2P2 POLB PPIB PPP1R14B PPP1R16B PTMS PTPRS RAP1GDS1 RBBP7 REPIN1 RGS7 RHOH RIMS3 RPS6KA2 RPSA RRBP1 RUBCNL RUNX2 SCAMP5 SCN9A SCT SCYL3 SEC61B SEL1L3 SEPHS1 SEPTIN6 SERPINF1 SETBP1 SFT2D2 SIDT1 SIGLEC6 SINHCAF SIT1 SLC2A1 SLC38A1 SLC7A11 SLC7A5 SLC7A6 SLC9A7 SMC6 SNRNP25 SOX4 SPCS1 SPIB SRP14 SSR4 SSX2IP ST3GAL2 ST6GALNAC4 STMN1 TARBP1 TASP1 TCF3 TCF4 TMED10 TMEM8B TNFRSF21 TNNI2 TPM2 TRAF4 TSPAN13 UBE2J1 UGCG USP11 USP24 VAMP1 VEGFB YPEL1 ZDHHC17 ZHX2 ZNF22 GSE29618_MONOCYTE_VS_PDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29618_MONOCYTE_VS_PDC_UP ACSL1 AIF1 ALDH1A1 ALDH3A2 ALDH3B1 ALOX5 ANXA1 AOAH APLP2 APOBEC3A APOL3 ARHGDIB ARHGEF40 ASAH1 BCL2A1 BCL6 BEST1 BLVRA BLVRB BNIP3L BST1 C11orf21 C5AR1 CALM3 CALML4 CAPN2 CASP1 CAST CD14 CD163 CD1D CD33 CD44 CD58 CD86 CD93 CDC42EP3 CDC42EP4 CDC42SE1 CEBPA CFP CHSY1 CKAP4 CLEC4A CLEC7A CREB5 CREG1 CRISPLD2 CSF1R CSRP1 CTSL CTSS CXCL8 CYP1B1 DPEP2 DPYD EFHD2 EGR1 ENTPD1 EPB41L3 EVI2B F5 FBN2 FBXL5 FCGR2C FGL2 FGR FPR1 FTL FYB1 G0S2 GAPDH GAS7 GASK1B GBP2 GMFG GSAP HBEGF HCAR3 HCK HEBP1 HIF1A HK2 HLA-F HMOX1 HPSE IER2 IER3 IFITM2 IFNGR2 IL15 IL1RN IRAK3 IRS2 ITGAX ITGB2 ITM2B ITPK1 KDM7A KLF11 KLHL2 LAT2 LGALS3 LILRA1 LILRA2 LILRB3 LIN7A LINC00623 LST1 LY86 LYST MAFB MARCKS MARCO MBD2 MEGF9 MSN MTMR11 MYO1F NACC2 NAIP NAMPT NCF2 NEAT1 NFIL3 NLRP1 NLRP3 NOD2 NUP214 OAT P2RY13 PADI2 PCSK5 PELI1 PILRA PKM PLA2G7 PLBD1 PPIF PTGS1 PTP4A2 PTPRC PXN PYGL QPCT RAB20 RAB31 RAB32 RCBTB2 RHOB RIN2 RNASE2 RNF19B RXRA S100A10 S100A11 S100A12 S100A4 S100A9 SCPEP1 SDCBP SEC14L1 SERINC5 SERPINA1 SHFL SIRPA SLA SLC2A3 SLC31A2 SLC6A6 SLC7A7 SLCO3A1 SOD2 SPI1 STS TBXAS1 TCF7L2 TENT5A TIMP1 TIMP2 TKT TLE4 TLR2 TLR4 TNFAIP2 TNFRSF1B TNFSF12 TREM1 TRIB1 TSPAN14 TSPO TYROBP UBE2D1 UPP1 USP3 WDFY3 YBX3 ZDHHC7 ZFP36L1 GSE29618_PDC_VS_MDC_DAY7_FLU_VACCINE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29618_PDC_VS_MDC_DAY7_FLU_VACCINE_DN ACSL5 ACTG1 ACTN1 ADAM28 ADAM8 AGTPBP1 AHR AIF1 AKR1B1 ALDH3A2 ANXA1 ANXA2 ANXA2P1 ANXA2P2 ANXA5 AOAH APAF1 APLP2 APOBR APOL1 APOL3 ARHGAP45 ARRB1 ASAH1 ASAP1 ATG3 ATP1B1 ATP2B1 ATP8B4 BASP1 BCL6 BTF3 C11orf21 C2CD2 CACNA2D3 CASP1 CD163 CD1B CD1C CD1D CD1E CD33 CD86 CDKN1B CEBPB CEBPD CFP CIDEB CIITA CKLF CLEC10A CLEC4A CLEC7A CLIC2 CNIH4 CNN2 COL9A2 COTL1 CRYBG1 CSF1R CSRP1 CST3 CST7 CSTA CTSH DHRS3 DOCK5 DOK2 DPYD EFHD2 EGR1 EIF4EBP2 ELOVL5 EMP3 ENTPD1 EPB41L2 EVI2A EVL FCGR2A FCGR2C FCN1 FGL2 FGR FLNA FYN FZD1 GAPDH GAS7 GDI2 GMFG GSE1 HCK HK2 HLA-DRA ICAM3 ID2 IFI30 IFITM2 IFITM3 IGSF6 IL18 IL1B IL1R2 IL1RN IRAK3 ITGA5 ITGAX ITGB2 ITGB7 KCTD12 KLF11 LAT2 LDHA LGALS1 LGALS3 LGALS9 LIMK1 LIMS1 LINC00115 LMNA LST1 LY86 LYST MAGEF1 MARCKS MEGF9 MFNG MNDA MSN MTHFD2 MTMR11 NACC2 NAIP NCF2 NDRG2 NIBAN1 NLRP3 OAS3 P2RY13 PADI2 PAK1 PDLIM1 PFN1 PICALM PID1 PIK3CB PILRA PLAAT4 PLBD1 PLXNC1 PPA1 PPIF PPM1F PRCP PSTPIP1 PSTPIP2 PTGER4 PTGS1 PTP4A2 QPCT RAB31 RAB32 RBPJ RCBTB2 RGCC RGS10 RHOG RIN3 RNH1 RTN1 S100A10 S100A4 SAP30 SAT1 SEC11A SEC14L1 SEMA4A SERPINA1 SERPINB6 SGK1 SH3BP2 SIRPA SLC2A3 SLC35D2 SMS TBL1X TCEAL4 TIMP1 TLR2 TMEM123 TNFAIP2 TPI1 TRIO TST TUBA1A TUBA4A VCAN VDAC1 YBX3 ZFP36L1 GSE29618_PDC_VS_MDC_DAY7_FLU_VACCINE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29618_PDC_VS_MDC_DAY7_FLU_VACCINE_UP ACSL3 ADA ADAM19 AEBP1 AHI1 AHNAK2 ALDH5A1 ALOX5AP ANKRD36 ANKRD36B APP AQP3 ARF1 ATP13A2 ATP2A3 ATXN7L3B AUTS2 B4GALT1 BBIP1 BCL11A BLNK BTG3 CBFA2T3 CCNYL7 CD164 CD2AP CDC14A CDK5R1 CERS6 CIB2 CMKLR1 COBLL1 CREB3L2 CRIM1 CRYM CSF2RB CUEDC1 CUX2 CYBB CYFIP2 DAAM1 DAB2 DACH1 DACT1 DAPK2 DCK DIDO1 DUSP5 EGLN3 ENPP2 ENTPD4 EPHB1 FAM30A FCHSD2 FHL1 FLNB GAS6 GFI1 GGA2 GGH GNG7 GPM6B GRAMD1B GZMB HERC5 HHAT HIGD1A HIVEP1 HSP90B1 HYOU1 IDH3A IFIT2 IGF2R IGHM IGKC IL3RA IRF7 IRF8 ITM2C JCHAIN KCNA5 KCNK10 KMO KRT5 LAIR1 LAMP1 LAMP5 LBH LHFPL2 LILRA4 LILRB4 MAGED1 MAN1A1 MAP1A MAP2K6 MAPKAPK2 MARCHF2 MDFIC MGAT4A MREG MYB MZB1 NFYA NGLY1 NOTCH4 NPC2 NRP1 NUCB2 ODC1 OFD1 OGT P2RY14 PAFAH2 PARK7 PCDHGA3 PDCD4 PDIA4 PHEX PLAAT3 PLAC8 PLEK PLP2 PMS2P1 PMS2P2 PMS2P5 PNOC POLB PPIB PPP1R14B PPP1R16B PRKCB PTBP3 PTGDS PTK7 PTPRCAP PTPRS RAB15 RGS7 RHOH RIPOR1 RMC1 RPS6KA2 RRBP1 RUBCNL RUNX2 SCAMP5 SCARB2 SCN9A SCT SEC61A2 SEC61B SEC61G SEL1L3 SEPHS1 SERPINF1 SETBP1 SFT2D2 SIDT1 SIT1 SLC20A1 SLC39A6 SLC7A11 SLC7A5 SMC6 SMPD3 SNHG20 SNRNP25 SPCS1 SRP14 SSR3 SSR4 ST3GAL2 STK32B STMN1 TAF9B TBC1D4 TCF3 TCF4 TCL1A TEX2 TGFBI TLR7 TM9SF2 TM9SF3 TNFRSF21 TPM2 TRAF4 TSPAN13 TSPAN3 UBE2E3 UBE2J1 UGCG USP11 USP24 WASF1 WDR19 ZDHHC17 ZHX2 ZNF589 GSE29618_PDC_VS_MDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29618_PDC_VS_MDC_DN ADAM8 AHR AIF1 ALDH3A2 ALOX5 ANXA1 ANXA2 ANXA2P2 ANXA5 AOAH AP1B1 APAF1 APOBR APOL3 ARHGDIB ARRB1 ASAP1 ATG3 ATP2B1 BASP1 BCL2 BCL2A1 BCL6 BLOC1S1 BLVRA BLVRB C11orf21 C1orf54 C2CD2 CASP1 CD1A CD1C CD1D CD1E CD226 CD33 CD86 CD93 CEBPD CFP CHMP2B CIITA CKLF CLEC10A CLEC7A CLIC2 CNN2 COL9A2 COTL1 CREB5 CREG1 CST3 CSTA CSTB CTSH CUL1 CYFIP1 DIAPH1 DPYD EFHD2 EMP3 ENO1 ENTPD1 EVL FBXL5 FCGR2A FCGR2C FCN1 FGL2 FGR GAPDH GAS7 GBP1 GBP2 GMFG GRK3 GSTP1 HCK HIF1A HK2 HLA-DQB1 HLA-DRA HLA-DRB6 ICAM3 ID2 ID2B IFI30 IFITM2 IFITM3 IGFBP7 IL13RA1 IL1RN IL6R IPCEF1 IQGAP1 IRAK3 ITGAM ITGAX ITGB2 ITPK1 JUNB KLF11 LAT2 LGALS1 LGALS2 LGALS3 LGALS9 LILRA1 LIMD2 LMNA LMO2 LST1 LY75 LY86 MAGEF1 MARCKS MEGF9 MNDA MSN NAIP NAMPT NCF2 NDRG2 NDST1 NOD2 OAS3 OXA1L P2RY13 PADI2 PAK1 PDLIM1 PHF10 PICALM PID1 PILRA PKM PLAAT4 PLBD1 PLEKHO1 PLXNC1 PPA1 PPIF PPT1 PSTPIP1 PSTPIP2 PTGER4 PTGS1 PTGS2 PTP4A2 PTPN12 PTPRC RAB31 RAB32 RAB7A RAD23B RBPJ RCBTB2 RGS10 RHOB RHOG RIN3 RNASE2 RNH1 RTN1 S100A10 S100A4 S100A9 SCO2 SEC11A SERINC5 SERPINB1 SERPINB6 SGK1 SH3BP2 SLC25A24 SLC2A3 SLCO3A1 SMS SPG21 SPI1 SQOR STOM STX11 TBL1X TIMP1 TIPARP TKT TMBIM1 TMSB10 TNFAIP2 TRIB1 TUBA1A VDAC1 VDR VEGFA XAF1 YBX1 YBX3 YWHAH ZFP36L1 GSE29618_PDC_VS_MDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29618_PDC_VS_MDC_UP ABI2 ADAM19 AEBP1 AHI1 AHNAK2 ALOX5AP AMIGO2 ANKRD36 ANKRD36B APP AQP3 ARF1 ARHGAP4 ASPH ATP2A3 ATP8A1 B4GALT1 BCL11A BLNK BSPRY CAPN15 CBFA2T3 CCDC186 CCDC69 CCNYL7 CD2AP CD320 CDK5R1 CERS6 CIB2 CIRBP CMKLR1 COBLL1 COMMD3 CRYM CSF2RB CTSB CTSC CUEDC1 CUX2 CYFIP2 DAB2 DACH1 DAPK2 DCK DIDO1 DNASE1L3 DPP4 DPPA4 DUSP5 EGLN3 ENPP2 ENTPD4 EPHA2 EPHB1 ERN1 ETS1 FCHSD2 FKBP2 FLNB GAS6 GGA2 GPM6B GPR171 GRAMD1B HHAT HLTF HMHB1 HSP90B1 IGF2R IGKC IL3RA IRF4 IRF7 IRF8 ITM2C KCNA5 KCNK10 KRT5 LAIR1 LAMP1 LAMP5 LHFPL2 LILRA4 LILRB4 LINC00342 LMAN1 LRRC36 LTB MAGED1 MAP1A MAP2K6 MAP4K4 MAPKAPK2 MEF2D MIA3 MREG MYBL2 MZB1 NADK NCF1C NECTIN1 NFX1 NOTCH4 NPC1 NPC2 NRP1 NUCB2 NUMA1 ODC1 OFD1 OGT P2RX1 PAFAH2 PAIP1 PCNT PFKFB2 PHEX PIAS3 PLAC8 PLP2 PMS2P11 POLB PPP1R14B PTGDS PTPRCAP PTPRS RAB15 RABAC1 RGS7 RIMS3 RIPOR1 RMC1 RNF11 RPS6KA2 RRBP1 RUBCN RUBCNL RUNX2 SCAMP4 SCAMP5 SCARB2 SCN9A SCT SCYL3 SEC61B SEL1L3 SEPHS1 SEPTIN11 SERPINF1 SETBP1 SFT2D2 SFTPC SIDT1 SIT1 SLC20A1 SLC29A1 SLC39A6 SLC7A11 SLC7A5 SLC7A6 SMC6 SOX4 SPCS1 SPIB SRP14 SSR4 ST3GAL2 STMN1 SYNE2 TARBP1 TBC1D4 TBC1D8 TCF4 TCL1A TLR7 TNFRSF21 TNNI2 TPM2 TRAF4 TRGV5 TSPAN13 TSPAN3 TULP4 UBA5 UBE2E3 UBE2J1 UGCG USP11 USP24 VAMP1 XBP1 YPEL1 YPEL5 ZDHHC17 ZHX2 ZNF22 ZSCAN16 GSE29618_PRE_VS_DAY7_FLU_VACCINE_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29618_PRE_VS_DAY7_FLU_VACCINE_BCELL_DN ABCC9 ABHD4 ACADSB ADAMDEC1 ADRM1 ADSS2 AGA AGPAT2 ALDH7A1 AMN ANK1 ANK3 ARFIP2 ARHGAP17 ARHGAP35 ATAD5 ATP6V0E2 AVP BUB1 C11orf80 C1orf109 CAMTA1 CBX3 CCDC181 CCN2 CCNB1IP1 CCNG1 CCT7 CD19 CDC16 CDC42SE1 CDKAL1 CEACAM1 CETN1 CETN3 CIAO2B CLDN4 COL1A1 COPS5 COPS6 CPA2 CTAGE1 DCAF10 DCAF8 DCUN1D1 DENND6B DHX16 DHX29 DHX57 DNAH7 DNAJB4 DNAJC10 DOCK2 EHBP1L1 ELP5 ENTPD1 EPAS1 ERCC6 EXOG FANCE FBXO22 FHL2 FKBP14 FLNB FSHR FTSJ1 FUBP3 FUCA1 GAA GAS2L1 GCA GRIA1 GRK6 H2BC4 HEATR6 HEBP2 HECTD3 HEXA HOXA1 HSP90AA1 HSPA1L IFT20 IFT81 IKBKB INHBC ITGB1BP1 KCNG1 KLHL12 KRT1 LARP1 LDHAL6B LRRC1 LRRTM2 LSM5 MACIR MAST2 MCC MGST3 MKI67 MLLT11 MNAT1 MTCH1 MTMR7 MTRF1L MUC16 MUS81 NCBP2 NDUFC1 NID2 NME6 NOP56 NPRL2 NUP50 OSBPL7 OSGIN2 PAIP2B PAK1IP1 PARP2 PDE5A PDE7B PDZD2 PEX5 PFDN4 PIGA PIK3C3 PKIG POLD4 PPP2CA PROP1 PRRC2B PTPRH PTTG1 PYY RAC3 RAP2A RBBP6 RGS3 RINT1 RPL23AP32 RPL23AP53 RPN2 RPS17P5 RTF2 RTL8A S1PR4 SAP30L SAP30L-AS1 SEC24D SEC31B SERPINI2 SF3A3 SH3BGR SIRT2 SLC16A3 SLC22A11 SLC25A21 SLC25A30 SLC30A9 SLC6A12 SLFN12 SMAD5 SMIM10L1 SMUG1 SNAP25 SNRNP200 SRCAP STN1 TACC3 TAF1D TAF7 TCF7L1 TCL6 THRAP3 TOP3A TRAM2 TRAPPC11 TRIAP1 TTF1 TXNRD2 UBE3B UBE3C UCP2 USP1 XRCC1 YARS1 YIPF2 YWHAB ZFR ZKSCAN7 ZMYM5 ZNF133 ZNF135 ZNF204P ZNF408 ZNF749 ZNF767P GSE29618_PRE_VS_DAY7_FLU_VACCINE_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29618_PRE_VS_DAY7_FLU_VACCINE_BCELL_UP ADAMTSL2 ADGRB3 ADISSP ADRB3 ALDOC AOPEP APOO AQP6 ARHGAP44 ARHGEF26 ARHGEF4 ATAD2B ATP1B2 B9D2 BAAT BEGAIN BIRC7 BSPRY BTBD2 C12orf29 C1orf21 CALCR CARM1 CARTPT CBX6 CCDC51 CCNF CCR3 CCZ1B CD300A CD5L CDC42EP3 CDH6 CDO1 CFL1 CHAT CLDN10 CLDN17 CLEC4M CLMN CNGA1 COMT CPN2 CPS1 CPZ CRABP1 CRABP2 CRHR2 CSH2 CSPG4 CYTH1 DAZAP1 DEFA6 DNAJA4 EFNA3 ELAC2 ELOA EML1 ETHE1 ETV3 FASTKD3 FBN1 FHL3 FKTN FOXC2 FOXE3 FPGS GALNT8 GAS8 GCKR GDAP1L1 GIPR GPC1 HAAO HAO2 HAPLN2 HDC HIGD1B HOXB8 HOXC11 HR HROB HSD11B2 IL18BP IRF6 ISLR JAG1 LDB2 LGR5 LMNA LRRC37A3 LY6G5C MAN1C1 MAP3K13 MATN2 MEF2D MEIS2 METTL25B MMP19 MRC2 MRPS18A MRPS18C MSX2 MTARC1 NAA60 NAT8B NCAPH2 NCK2 NDRG2 NDUFA4L2 NES NEURL1 NLRX1 NSUN6 NXT1 OLFML2A OPA1 OR7A5 OR7C1 PARVA PCDH1 PCLO PDC PEG3 PES1 PGPEP1 PIP PKD1L1-AS1 PLAT PLCD1 PLCL1 PPP5C PROX1 PRSS1 PSMG2 PSTPIP1 PTK7 PTMS PTPN14 PYCARD RAB3A RBM41 ROBO1 RPP40 S100A5 SCGB1D2 SEMA3B SEMA6B SENP2 SERPINA6 SFN SFTPD SGPL1 SIPA1 SLC16A8 SLC24A2 SLC25A44 SLCO1C1 SNHG17 SNPH SOCS2 SPANXC SPP1 STAP2 STIL SV2A TBXT TCAP TFAP2B THBS3 THNSL2 THOC6 TIMP1 TMED1 TMEM243 TMEM50B TNXB TOP3B TP53TG5 TRIM9 TSC22D4 TTC21B TULP3 UMPS UPF1 USP3 VPS26C WDR46 WNT2 YIPF5 ZFYVE21 ZMAT3 ZNF124 ZNF180 ZNF446 ZNF688 GSE29618_PRE_VS_DAY7_FLU_VACCINE_MDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29618_PRE_VS_DAY7_FLU_VACCINE_MDC_DN ACADVL ADAP1 ADO AGO1 AGR2 AHR ALDH9A1 ALPG AMD1 ANKS1A ASPA ASXL2 ATF3 ATG13 ATP8B4 BCKDK BEST1 BICRAL C10orf88 C6orf120 CASZ1 CD14 CEL CHRNA5 CHRNE CIITA CITED2 CKLF CMPK1 COQ6 CREBL2 CRIP2 CSF3R CSH2 CTPS2 CYB5R3 CYP4F2 DARS2 DCAF1 DCAKD DEPP1 DEXI DGKA DOK2 DUSP1 DVL2 ECH1 EFNA4 EGR1 EIF2B3 EIF3D EIF3H EIF4G2 EIF4G3 EMCN ENY2 EPS15 EXOSC5 F7 FABP6 FAM136A FAM13B FAM184A FAM216A FBXO42 FKBP3 FNTA FRAT1 GLG1 GNAI3 GNL1 GOLT1B GPR107 GRAMD4 GRK2 GSK3B GUSBP11 HCFC1R1 HERC1 HILPDA HSD3B1 HSPBAP1 IDI2-AS1 IER5 IFNA16 IFNB1 IFRD1 INPP5J IQSEC1 IRAK1 IRF9 ITGB1BP1 JUN KCNIP1 KCNQ1 KCTD12 KLF12 KLF6 KPNA3 KRT1 KRT32 LARS2 LDHA LEMD3 LILRB4 LRP5L LST1 LY86 MACF1 MAPK8 MARCHF1 MAT1A MPDU1 MT1F MT1HL1 MTG1 MYH1 MYH7 N4BP1 NACC2 NAT9 NFE2L3 NKX2-1 NOTCH2 NRDC NXPE3 OBSL1 PDCD6 PDE5A PIGP PITPNM1 PKD2 PLCB3 PLPP1 PLXNA1 PNP POLG PPP1R10 PRKCI PRPF38B QRICH1 RAD52 RASSF1 RETREG2 RGS10 RHOBTB2 RIMS1 RMDN1 ROS1 RPL27 RUVBL2 SACM1L SAP30 SAP30L-AS1 SCNM1 SCRIB SEC24A SEMG1 SKIC3 SLC4A3 SNHG3 SP4 SPPL2B SRSF7 SS18L1 SSBP1 ST7 ST8SIA4 STX17 SUN1 SYMPK TACR3 TARBP1 TBL1XR1 TBRG4 TCF20 TCP1 TGOLN2 THSD4 TMEM43 TOX TRIM48 TRNAU1AP TRPC2 TSC1 TSR3 TUBB3 TUBB4B UBE2D2 UFL1 USP24 VPS37C ZBP1 ZFP36L2 ZNF225 ZNF250 ZNF557 ZNF613 GSE29618_PRE_VS_DAY7_FLU_VACCINE_MDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29618_PRE_VS_DAY7_FLU_VACCINE_MDC_UP ABCB1 ABCD2 ACKR2 ACP5 ADAM7 ADCYAP1 AFDN-DT AKR1D1 AMPD1 ANKRD12 ANKRD7 AOX1 AQP3 ASTN1 ATRNL1 B2M BCL2 C19orf73 C1orf109 C1orf21 CA1 CAMK4 CCDC121 CCDC68 CCL19 CCL23 CCNE2 CCR10 CCR7 CDC20 CDH2 CDHR5 CDK5R1 CDKAL1 CENPM CEP131 CES1P1 CFHR5 CLEC11A CMKLR1 COL3A1 CRYGD CSF2 CUL5 DACT1 DENND2A DKKL1 DSC2 DTX4 DUS1L EDN2 EEF1A1 EGF EGFR EHD3 ELAPOR1 ENPP2 ENTPD4 EPB41L4A ERICH1 ESM1 EXT2 FBXO5 FCMR FGF2 G6PC1 GABRP GAL3ST4 GALNT3 GBE1 GFI1B GHR GP2 GPRC5C GRIN1 GSDMD IGKC INO80B INO80D IP6K1 ITK JCHAIN KANK1 KCNA6 KCND2 KCNJ1 KCNK10 KCNS3 KIAA0040 KIF4A KLF15 KLHL41 KRT86 LBP LINC00216 LINC02249 LMO1 LTA LYVE1 MAL MAMLD1 MAP1A MAP3K9 MARCHF3 MAST4 MBD5 MC1R MEOX2 MTMR10 NCALD NCLN NECTIN2 NEUROD6 NFYA NRP1 OAZ1 OPRM1 PDCD1 PHEX PIP4K2B PKIA PLD1 PLLP PMP2 POLR1G POLR3B PPP2R5D PRODH PRR16 PTGDS PTHLH PTPN13 PTPRS PTTG1 RCN1 RCOR3 RND3 RNF186 RNFT2 RPS6KA4 RS1 RUNX1T1 SCARA3 SCLY SENP2 SIGLEC8 SIT1 SLC12A3 SLC16A1 SLC26A2 SLC29A1 SLC38A6 SLC6A3 SLC7A11 SMAD6 SPICE1 SPON1 SPRYD7 SPTBN2 SSR1 STARD8 STC2 SYBU SYNPO TAOK2 TARBP2 TBR1 TCF4 TCL1B TENM1 TFAP4 THAP7 TMEM106C TMSB15A TOGARAM1 TOLLIP TPP1 TRAV12-2 TSFM TSPAN13 TTC26 TUBB4A TXNL4B UGCG UGT2B4 UGT8 USP53 VSTM4 WASF1 WNT7A ZNF155 ZNF200 ZNF214 ZNF239 ZNF264 ZNF343 ZNF37BP GSE29618_PRE_VS_DAY7_FLU_VACCINE_MONOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29618_PRE_VS_DAY7_FLU_VACCINE_MONOCYTE_DN AAR2 ABHD10 ACP6 ACSS3 ADRA2A AKR1C2 ALKBH1 ANAPC5 APAF1 ARAP3 ARF4 ARHGAP10 ARHGAP19 ARHGAP25 ASF1A ASXL1 ATP13A1 ATP6V1C1 BTG2 C1orf112 CA7 CAB39 CALCR CCAR2 CCL4 CCNL1 CD163 CD180 CD3D CDC25B CENPE CERS2 CHERP CHST3 CLCN7 CLDN17 CLDN18 CLEC2D CNGA3 CNOT1 COCH COMMD3 CPNE1 CRNKL1 CSF2RA CYP11B1 DCAF4 DCTN2 DDHD2 DEXI DPP8 DPY19L4 DSTNP2 DUOX1 DYNC2I1 EEF2KMT EGR1 EIF4E2 EIF4G3 ELOVL4 EXOSC10 FAM216A FANCI GALNT2 GATB GCN1 GFM1 GLS2 GPATCH1 GSR GUSBP11 HEMK1 HSPA1A IARS1 IER2 IER5 IFFO1 IL27RA IP6K1 JADE1 KANK3 KCNK1 KLF6 KLHL41 KLRC4 KPNA2 LMO3 LSM1 MBL1P MED20 MED27 MEGF8 MEIS1 MELK MEN1 METTL5 MID1IP1 MMACHC MMS19 MPL MRPL17 MRPL23 MTR MYC NAALAD2 NCKIPSD NDUFAF7 NDUFB1 NENF NOP14-AS1 OGFOD3 OSBPL8 OSR2 PAPPA2 PCNX1 PDE6C PDLIM5 PER2 PHC2 PIGP PPOX PPP1R10 PPP2R5E PRAMEF10 PRMT2 PROSER1 PSMD14 PSMD3 PTCD1 PTGDR RAB13 RAB3GAP2 RANBP10 RBBP4 REPS2 REV1 RPAP1 RPGRIP1 RPL36AL RSRP1 S100PBP SCRIB SCYL3 SDHAF1 SEC24D SIGLEC9 SLC30A1 SLC6A20 SMC5 SORD SPP2 SRSF1 SRSF7 STAM2 STRN4 SYNPO SYNRG TADA2A TAF1C TAOK2 TDP2 TJAP1 TMC5 TMEM184C TNF TNFAIP1 TNFRSF10C TPPP TRA2B TRDV2 TRIM15 TRIM37 TTF2 TUBA4A UBE2V2 UBR2 UBR4 UNC119B UQCRFS1 USE1 WDR6 WFDC8 WWP2 XPO1 XYLB YIPF2 ZBBX ZBTB10 ZDHHC17 ZFAND5 ZFP64 ZNF146 ZNF189 ZNF222 ZNF225 ZNF254 ZNF432 ZNF84 ZNF85 GSE29618_PRE_VS_DAY7_FLU_VACCINE_MONOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29618_PRE_VS_DAY7_FLU_VACCINE_MONOCYTE_UP ACKR2 ACRV1 ADAMTS5 ADH1A AFDN-DT AMBN AMELY AMPD1 APOBEC2 APOL5 ARAF ARPC3 ASPSCR1 ATG9A B3GALNT1 BAALC BARD1 BNIP3 C7 CA9 CAMK1D CCDC186 CCDC30 CCN3 CD86 CDC42EP1 CDH5 CHD1 CNN1 COA1 COG5 COL4A3 COX5B CRISP1 CST1 CUL9 CWF19L1 CXCL12 CYLD DIXDC1 DMP1 DNAJC11 DPEP3 DPYSL4 DTWD1 ELF3 EMC9 ERCC4 ERI3 ERVMER34-1 ETNPPL EVA1B FBXO46 FERMT1 FOSL2 FOXA2 FRMD8 FSHR FUT4 G0S2 GALNT3 GCK GLP1R GLT8D2 GMEB1 GNA13 GNA14 GPLD1 GPR17 GPR182 GPX3 GS1-600G8.3 GTPBP2 H4C4 HBEGF HIF1A HPR HSD17B10 IER3IP1 IFNA21 IFNW1 INSL6 IQSEC1 IRF2BP1 ITCH KCNA6 KCNE4 KDELR3 KIAA0087 KLK7 KRT85 LGI2 LIMK1 LIN7B LINC00474 LINC00939 LIPE LMF1 LOX LPO LRIG1 LTK LY6E MAP3K14 MBTPS2 MCF2L MEF2D MFN1 MIR622 MKRN3 MORC2 MTOR MUC13 MYH7B MYO1A MYO1B NFIB NOCT NXN ORC1 PAIP2B PALS2 PATJ PBX3-DT PCDHB8 PCSK5 PCYT1A PHLPP2 PLIN1 PPBP PPEF1 PPIB PPP1R17 PSCA PTDSS2 PTGDS PTPN7 PYY RASSF8 REG1B RHPN1-AS1 RNF128 RNF138 ROBO4 ROPN1B RORA RPS2P45 RSPH14 SCNN1D SERPINA4 SFRP4 SH2B3 SLC17A1 SLC19A3 SLC44A1 SLC8B1 SNAPC1 SND1-IT1 SPATA6 SPATA6L SRM SYCP1 SYN1 TBX3 TEAD3 TFPT TMEM158 TNP1 TPPP3 TPSD1 TRAF3 TRAF3IP2 TRAF6 TRAK2 TRMT9B TRPV5 TSC22D2 TSSK1B TTYH1 TUBB7P UBXN1 UGGT1 UNC13B VPREB3 VPS13B WDR33 WNT5B ZBTB18 ZBTB43 ZER1 ZFX ZNF200 ZNF267 ZNF334 ZNF385D ZNF443 ZNF671 GSE29618_PRE_VS_DAY7_FLU_VACCINE_PDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29618_PRE_VS_DAY7_FLU_VACCINE_PDC_DN ABCA6 ABHD18 ACLY ADRB2 AIP AP2B1 APAF1 APEX2 API5 APOBR ARHGAP26 ARMCX3 ATF2 ATG12 ATRX BBIP1 BCL11A BMP2K BMPR2 BPTF BRD4 BUD31 CAPZA1 CENPU CIITA CNTRL COG2 COPA COX16 COX7A2 CRLF3 CYBB CYFIP2 DCK DDX27 DDX3X DERA DERL2 DESI1 DHX40 DNAJB14 EAF2 EEA1 EIF2B1 EIF2S1 EIF3A EIF3M EIF5 EMC2 ENTREP3 FAF1 FAR2 FBXO22 FKRP FNBP4 FXYD5 GALNT1 GBAP1 GGPS1 GNAQ GNAS GPHN GSPT1 GTF2H5 HARS1 HDAC1 HEBP2 HGSNAT HIRIP3 HNRNPD HSPH1 HTR2A IL4R INHBC JPT2 KLF12 KLF6 KLHDC2 KLHL28 KMO KMT5B KPNA1 KPNB1 KYAT3 LGALS9 LIMK2 LIN37 LPCAT3 LRRC8D LSM12 LTN1 MALT1 MAP3K7 MAT2A MBNL2 MDFIC MEF2A MFN1 MPG MRPS16 MYEF2 NCK1 NEAT1 NFYC NOL7 NPM1 NUBP1 OPN3 ORC3 OSTF1 OXCT1 PAFAH1B1 PAFAH2 PASK PHF21A PHKB PIP4K2A PLA2G2D PLXNC1 POLR2H PPP1R12A PPP1R7 PPP2R5E PSMA2 PSMG1 PTK7 PTPN22 RAB28 RAB6B RAB8A RBBP6 RBM10 RBM15B RBM28 RBM41 RBMS1 RCAN3 RFWD3 RGS7 RIOX2 RNF130 RNF40 RNF8 ROGDI RPL26L1 RPL7 RPS15 RPS6 RTCB SAGE1 SAP30BP SART1 SCAF11 SEC22B SELENOT SENP3 SENP6 SERINC3 SIDT1 SLC38A2 SLC5A6 SMAD2 SMG7 SP4 SRRD SRSF7 SSB STRAP SYK TAF12 TAOK3 TASOR TBL2 TERF2IP TIMM9 TMCO6 TMEM185B TNFSF13 TNIP1 TNPO2 TOR1A TOR1B TPR TRIM38 TRIM44 TRPS1 TRPV2 TTF1 TUBB3 UBE2K UBE4A UBR7 WASHC4 WBP4 YIPF6 ZC3H14 ZFR ZMYND8 ZNF135 ZNF629 GSE29618_PRE_VS_DAY7_FLU_VACCINE_PDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29618_PRE_VS_DAY7_FLU_VACCINE_PDC_UP ABCB8 ACTN3 ACVR2B ACY1 ADAMTS8 ADRA1B ALAS2 APOM AQP1 ARAP3 ARMC9 ASIC3 ATG16L1 ATXN7L1 B3GNTL1 BFSP2 BPNT1 BRINP3 C1orf68 C8B CACFD1 CCL25 CDA CDC42EP1 CEND1 CHAT CILP CKB CLCN4 CLIC5 COPG2IT1 CPN1 CRISPLD2 CRYGD DHRS2 DHX8 DIRAS2 DNASE2B DRD2 DSG1 DUS2 EDA2R EFEMP1 EPB41L4B ERBB3 ETV1 FAM182A FOXF1 FOXN1 GDF10 GFOD2 GIMAP6 GPR135 GPR137 GRB10 GRIN2B H2AC15 HCG9 HMGN5 HOXB7 HTR1D ICOS IFI6 IGFBP1 IGFBP5 IGSF3 IL17B IL36G IMPG1 INTS15 ISL1 ITPKC JCAD KCNIP2 KCNJ16 KCTD14 KCTD15 KHK KIF2C KLK1 KLK2 KPTN KRTAP2-4 L1CAM LARP6 LEF1 LGALS14 LGR5 LHX1 LPA LPCAT4 LRPAP1 MADD MAP3K9 MAPK12 MEP1A METRN METTL2B MID2 MSRB2 MYBPC2 MYH13 MYH15 NAA80 NAT8 NAV2 NCLN NDRG4 NEUROG2 NHERF2 NKX2-2 NRAP NRXN2 OBSCN ODAM OGN OR2B6 OR2C1 OR2F2 OR7A17 OR7C2 PALM PCSK5 PEX12 PHLDB1 PIR PLS1 PPDPF PRDM14 PRELID3A PRSS22 PSORS1C1 PTGDR2 PTPN3 PTPRD PTPRR RAB40A REPS1 RGS4 RIPK4 RNF126 RNF126P1 ROBO4 SCN2A SCN2B SEC14L1P1 SERPINC1 SERPINE1 SETD5 SEZ6L2 SFRP1 SH3GL3 SIK2 SIX5 SLC26A6 SLC2A2 SLC5A12 SLC8A2 SLCO1B1 SMG6 SOX10 SPATA31C2 SPOCK3 ST20 STC2 STON1 SYNJ2BP SYT5 TACR1 TDRKH TELO2 TF TFCP2L1 TGM5 TLR3 TM4SF1 TM9SF1 TMEM158 TMSB15A TNNC2 TOP3B TPRA1 TRIM49 TUBB1 TUBG1 TXNRD3 UBXN6 VWA7 WDR55 WSCD2 WT1 WWC3 YBX2 ZFP2 ZFYVE21 ZIC4 ZKSCAN5 ZNF428 ZNF512B GSE29618_PRE_VS_DAY7_POST_LAIV_FLU_VACCINE_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29618_PRE_VS_DAY7_POST_LAIV_FLU_VACCINE_BCELL_DN ABHD4 ACADSB ACOT11 ACVR2B-AS1 ADAMTS9 ADSS2 AHSP AMN ANKRD27 ARMC6 ARPC1A ASTE1 ATAD5 ATG4A ATM AVP BAIAP3 BDNF BTAF1 C14orf132 C1orf109 C2orf68 C3orf36 CACNA1G CALML5 CAMTA1 CAPN11 CCL20 CD19 CD28 CDHR5 CETN1 CHRNB1 CHST7 CLDN4 CLPTM1 CROCC CST6 CTAGE1 CXADR CYP4F3 DBP DCAF17 DENND6B DHX29 DNAJC10 DPYSL4 EFNB3 EPRS1 ERCC6 EXOG FAM120C FANCE FBXO22 FERMT1 FEZF2 FGF9 FKBP14 FOXM1 GABRE GALR1 GATA6 GBA3 GEM GFRA1 GID4 GLYAT GPR50 GRAP2 GRK6 GULP1 HDLBP HEXA HOXB2 HPCAL1 HSF1 IFT57 IFT81 IGLV4-60 IL37 IL5 INTS1 INTS7 ITGB1BP1 ITK JUN KIF5C KLF17P1 KLK11 KRT14 LAPTM4B LDHAL6B LINC00837 LORICRIN LRP2BP LRRC1 LRRC31 LSM14A LUM MAGOH MBD5 MFGE8 MKI67 MLLT11 MTCH1 NAP1L2 NBL1 NCBP2 NECTIN3 NID2 NME6 NPRL2 NPY5R NT5E NXPE3 OR10H1 PAIP2B PARP2 PCDH7 PCDHGB6 PDE7B PDK3 PGBD5 PGLYRP4 PHF7 PLA2R1 POMGNT1 PPIAL4A PRDM1 PRL PRR15L PSEN2 PTPRH PUS1 QDPR QTRT1 RAC3 RGS20 RGS3 RIOX2 RNASEL RNF144A RNF39 RPL10P17 RPL23AP7 RPS17P5 S100A13 SCLY SEC24D SEC31B SEC63 SERPINB3 SERPINI2 SIRT2 SKA1 SLC13A3 SLC18A3 SLC22A11 SLC25A30 SLC37A4 SLC5A2 SLC6A12 SLC6A13 SMIM10L1 SNAP25 SNRNP200 SPHK2 SPICE1 SPRYD7 SRBD1 SRCAP SRPRA SSR1 SUV39H2 TAF1D TAS2R9 TCF7L1 TEK TK1 TMEM160 TSPAN4 TSSK2 TTC28 TTLL12 TTR TXNRD2 UBE3B USP1 VANGL1 VEGFD VIL1 WNK1 WSB1 YIPF2 ZBED2 ZNF365 ZNF468 ZNF749 ZSCAN12 GSE29618_PRE_VS_DAY7_POST_LAIV_FLU_VACCINE_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29618_PRE_VS_DAY7_POST_LAIV_FLU_VACCINE_BCELL_UP ADNP2 ADSL AFF4 AIFM1 AOPEP ARHGAP25 ARHGEF26 ARID5A ATAD2B ATP11B ATP5MG BACH1 BCL2 BCL3 BEX4 BMERB1 BRD3OS BTBD7 CAPZA2 CAST CBX6 CCDC51 CCDC69 CCDC9 CCK CCL24 CCNT2 CCZ1B CFDP1 CLDN17 CLMN CLN3 CLPX CNOT4 CNP COL17A1 COPS3 CPS1 CPZ CRTC3 CXCL1 CYP21A2 DAZAP1 DCTN6 DEFA6 DENND5A DGUOK DPEP2 ECHS1 EIF4E2 EIPR1 ELAC2 EMP3 EP400 EPM2AIP1 ERC2-IT1 ERCC1 ETHE1 EXOSC5 EXTL1 FAM89B FAU FHL3 FKTN FUT4 GAS8 GCKR GLB1 GMFG GNS GORASP1 GUK1 GYPC H2AZ2 HECA HOXC13 HTATIP2 ICE1 INPP5D IPO5 IRF5 KDM2A KLF11 KRT10 KRT32 LGALSL LGR5 LMNA LRRFIP1 LSM6 LUC7L MANF MAP1LC3B MAP3K13 MAST4 MATN2 MED31 METTL25B MFF MICAL1 MID1IP1 MKRN2 MMP19 MOAP1 MOCOS MRC2 MSX2 MYBBP1A NAA60 NCAPH2 NDUFB4 NEDD4 NLRP1 NOC3L NOP2 NOX3 NRDE2 NSUN6 NUP210 NXT1 PARP11 PES1 PGPEP1 PKD1P1 PLA2G4C PLCD1 PLEC POLR1C PPP5C PRPF3 PRPF6 PSMA4 PSMG2 PSTPIP1 PTK7 PTS PYCARD RAD23A RAPGEF2 RBM4 RBPJ RHOG RHOH RNASEH1 RNF25 ROGDI RPLP0 RPS20 RSL24D1 S100A5 SEMA6A SERPINC1 SGPL1 SGSM2 SLC12A7 SLC15A3 SLC16A8 SLC30A9 SMR3A SP3 STIL STX17 SULT1A2 TBL1X TBL1XR1 TBXT TERF1 TFE3 THOC6 TMED1 TMEM11 TMEM51 TMSB10 TNPO1 TRAF6 TRIM33 TRIM37 TSC22D4 TSG101 TTC21B TTLL1 TUBB6 TULP3 UBAP1 UPF1 UQCR11 UQCRQ USP3 VCPIP1 VPS4B WDR37 WDR45B XKR8 YES1 ZBTB18 ZFAND6 ZMPSTE24 ZNF264 GSE29618_PRE_VS_DAY7_POST_LAIV_FLU_VACCINE_MDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29618_PRE_VS_DAY7_POST_LAIV_FLU_VACCINE_MDC_DN AAAS ACADVL ADGRA2 AK5 ALPG APBA2 ASB7 ASPA ATAD2 ATG13 ATP8B4 BCL11A BEST1 BPTF C6orf120 CCDC82 CCN1 CCNK CCNL2 CEL CEP192 CEP43 CFAP20 CHD3 CHMP1B CIITA CLTC COL9A3 CORO1A COX5B CSF3R CTPS2 CYP2R1 CYP4A22 CYP4F2 DARS2 DCLRE1C DDX49 DEXI DOK2 EFNA4 EGR1 EGR3 EHBP1 EHMT2 EIF2B3 EIF2B5 EIF4B EMCN ENGASE EXOSC5 FABP6 FAM136A FAM216A FLII FNTA FOSB FRAT1 GOLGA8B GPR107 GRAMD4 GRK2 GYPA H2AC13 H2BC5 HEXIM1 HILPDA HIPK2 HNRNPAB HSD3B1 HYAL2 IDI2-AS1 IFNA16 IFNAR1 IFNB1 IFRD1 IL4R IPO5 IRAK1 ISG20L2 ISYNA1 JUN KCTD17 KHSRP KIF16B KIF1B KLF12 KLF6 KLF9 KRT1 KYAT1 LDB1 LILRB1 LRIG1 LRP5L LRRC23 LST1 LY86 MARCHF1 MED25 MFSD12 MROH7 MRPL15 MT1HL1 MYH1 MYH4 MYO7A N4BP1 NEK9 NFE2L3 NNT NOTCH2 NRDC NUDT6 NXPE3 OBSL1 ODF1 ORC3 PCBD1 PDCD6 PDE5A PDSS1 PIGP PKD2 PLCB3 PLEKHO1 PLK3 PLPP1 POLR2J PRKCA PRKCI PRMT3 PRPF38B PSMD5 PTCD1 PTER PTPN22 PYGB RAD52 RANGRF RETREG2 RFXAP RGS1 RGS10 RHOBTB2 RNF38 RPL10 RPL27 SACM1L SAP30 SAP30L-AS1 SCNM1 SCRIB SEC24A SETMAR SIGLEC7 SIVA1 SLC10A3 SLC35A3 SLC4A3 SMARCC2 SMIM27 SOAT2 SPATA20 SPP1 SRR SRSF7 ST8SIA4 STAU2 STK17B STX17 SUPT20H SYMPK SYNC TACO1 TBKBP1 TBL1XR1 TBRG4 TEX261 TMED1 TMX4 TNPO1 TOX TPTE TRPC2 UBE2Q1 USP24 VWA8 WASHC4 ZBTB40 ZFP36L2 ZNF175 ZNF184 ZNF225 ZNF480 ZNF518A GSE29618_PRE_VS_DAY7_POST_LAIV_FLU_VACCINE_MDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29618_PRE_VS_DAY7_POST_LAIV_FLU_VACCINE_MDC_UP ABAT ABCA6 ADAM12 ADAM7 ADCYAP1 ADIPOQ AKR1D1 AMZ2 ANKRD36BP2 ANKRD7 AOC3 AQP3 ARNT ASAP1 ASMTL-AS1 ATP4A B9D2 BCL2 BTG3 C1orf109 C1orf21 C2orf68 CABYR CAMK1G CCDC92 CCR10 CCR7 CDH22 CES1P1 CFHR5 CHP2 CNMD CRYAB CST4 DCTN4 DCUN1D4 DEFB126 DHCR7 DKK1 DRD4 DTNA DYNC2I1 EHD3 ELAPOR1 EMC9 ENPP2 ENSG00000284948 EOLA2-DT EP400 ERC2-IT1 ERI2 FARP2 FBXL15 FCGR1BP FKBP1A GALNT3 GBE1 GCM2 GEMIN2 GFPT2 GGH GHR GNG12 GP2 GPD1 GRIN1 GSDMD HAPSTR1 HOPX HPSE2 HYOU1 IFIT2 IFNG IGF2BP3 INPP5E KANK1 KCNS3 KIAA0040 KIF4A KLHL41 KRT86 LAMP5 LGALS3BP LINC00216 LINC00963 LRP4 LYN MAL MAP3K9 MAP7 MARCHF3 MAST4 MC1R MEAK7 MFSD6 MID2 MT1M MTG1 MTOR NCAM2 NECTIN2 NFYA NR1H2 NRP1 NTF3 NUBP2 OPRM1 PARP16 PAX6 PCIF1 PDCD2 PFKFB2 PFN2 PGAP6 PKIA PLA2G4C PLA2G7 PLIN2 PMS2P11 PPARG PRDM5 PRKD1 PRPF8 PSEN2 PTGER3 PTTG1 RAB11FIP1 RAB14 RASGRP3 RCN1 RLBP1 RNF186 RPS6KA4 RUNDC3B RUNX1T1 RXFP3 SCARA3 SCGB1D1 SEPTIN7P11 SH2D4A SHARPIN SIT1 SLC16A1 SLC25A22 SLC25A24 SLC26A2 SLC29A1 SLC38A6 SLC7A11 SMAD6 SNAP91 SNRNP35 SNRPC SNTG1 SNX1 SP140 SPICE1 SSR1 SSTR2 STC2 STRA6 STUB1 SUB1 SYBU TARBP2 TBL3 TBR1 TCEAL2 TENM1 TESK2 TFAP4 TGM5 THAP7 TMEM106C TMEM158 TOGARAM1 TPP1 TRAF5 TRAV12-2 TRHR TRIM31 TRIM58 TSFM TXNL4B TYW1 UBQLN3 ULBP1 WASF1 XPO4 XPO6 ZFX ZMIZ2 ZNF155 ZNF239 ZNF37BP ZNF682 ZNF80 ZNF821 GSE29618_PRE_VS_DAY7_POST_LAIV_FLU_VACCINE_MONOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29618_PRE_VS_DAY7_POST_LAIV_FLU_VACCINE_MONOCYTE_DN AAR2 ABCA7 ABHD2 ACP6 ADNP AFDN ALDH3A2 ANG APAF1 APEX1 ARHGAP10 ARHGAP19 ASXL1 ATP13A1 ATP6V1B2 ATXN1 BICRAL BMP3 BTG2 BTK C17orf75 C1orf112 CAB39 CBX1 CCDC25 CCL4 CCNL1 CDC25B CDK5R1 CENPE CIITA CLCN1 CLCN7 CLDN17 CLDN18 CMAS COCH CPPED1 CRTAP DAZAP1 DCAF4 DHX16 DMXL1 DNAAF2 DOK1 DPF3 DPP8 DUSP1 EEF2KMT EGR1 EIF2B4 EIF5 ELOVL4 ENOX2 EPM2A ESF1 EXOSC5 FAM216A FAM234B FKBP5 FOSB GEMIN2 GEMIN4 GGA3 GMPR2 GPATCH1 GPATCH4 GPR107 GPX2 GTF3A HGFAC HSPA1A IER2 IER5 IFFO1 IL27RA IL6 IP6K1 IPO5 JADE1 JUN KATNA1 KIF1A KLHL11 KLHL41 KPNA2 LAT2 LPAR1 LRIG2 LYST MBL1P MBP MCTP1 MEIS1 MFSD1 MMACHC MMS19 MPL MYOM2 NAALAD2 NAGA NCBP2 NEK9 NOLC1 NOP14-AS1 NOP56 NPY5R OGFOD3 OLFM1 OSBPL8 OSR2 PAPPA2 PDE6C PDGFC PDLIM5 PER2 PFDN4 PINK1 POLR1E PPFIBP1 PPP2R5E PREPL PRPSAP1 PSMD14 PTEN PTGDR PUS7 RAB3GAP2 RAB7A RANBP10 RBM25 RCC1L RFX2 RPGRIP1 RPL15 RPL23 RPL36AL RPS27A RSRP1 RXRA SATB2 SECISBP2 SEPTIN8 SEZ6L SKAP2 SLA SLC25A32 SLC25A5 SLC6A20 SMARCC2 SMG7-AS1 SORD SPATA7 SRGAP2 SSR3 ST6GALNAC2 SYNE2 SYNPO TADA2A TAF12 THBS2 TJAP1 TMC5 TMCO1 TNFAIP1 TNFRSF10C TOPBP1 TPD52L1 TRA2B TRAPPC11 TRAPPC8 TRDV2 TRIM37 TTC9 TTF2 TUT7 TXLNG UBA3 UBR4 UNC119B USE1 USP33 VRK1 WDR12 WWP2 YIPF1 ZBBX ZFAND1 ZFAND5 ZFP36L2 ZFP64 ZNF106 ZNF146 ZNF225 ZNF226 ZNF254 ZNF43 ZNF432 ZNF468 ZNF93 GSE29618_PRE_VS_DAY7_POST_LAIV_FLU_VACCINE_MONOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29618_PRE_VS_DAY7_POST_LAIV_FLU_VACCINE_MONOCYTE_UP AAGAB ADAMTS5 ADCY8 AMACR AMBN AMPH APBA3 ARF3 ARHGEF10 ARL4C ARPC3 ASB6 ASCC2 ATG9A ATP1B2 ATP2B1 AUNIP BARD1 CA9 CAMK1D CAMK1G CD151 CD320 CDC42EP1 CDK9 CEACAM6 CEBPB CENPB CFAP68 CHD1 CHST5 CIB1 CLDN14 CLP1 COL4A3 COPB1 CR2 CST1 CWF19L1 CXCL12 CYLD DCC DDX41 DEPDC1 DESI1 DIXDC1 DNAJC11 DSCR4 EBLN2 ELOA2 EMP3 EN2 EPAS1 ERI3 ERVMER34-1 FBXO46 FBXO7 FGB FOSL2 GCLC GDNF GLP1R GLT8D2 GMEB1 GNG5 GOLT1B GPR182 GS1-600G8.3 GSK3A GSTA3 GTPBP2 GUK1 HIF1A HLA-DOA HPR IQSEC1 ITPKC IVD KAT2A KCNA6 KCNK5 KIFC3 KRT85 LCE2B LGI2 LILRB4 LIMK1 LINC00474 LINC01587 LMF1 LOX LRIG1 LY6E MACF1 MAL MBTPS2 MC4R MEF2D MFSD6 MNT MORC2 MTMR9 MTOR MYDGF MYO1A MYO1B MYOZ3 NCR1 NEAT1 NFE2L1 NFKBIE NINJ2 NRBP1 NSDHL NTN1 NUMA1 OR2H2 ORC1 P2RY11 PAFAH1B2 PART1 PATJ PBX3-DT PCDHB8 PCSK5 PHLPP2 PI15 PKP3 PLEKHO2 PLPPR1 POLR2A PPBP PPP2R5D PRPF8 PTPN7 PXMP4 RAB4B RARG RASSF8 RBM38 RNASE2 RNF25 ROPN1B RPLP2 RRAS RSPH14 SAP30BP SCHIP1 SCNN1D SERF2 SFRP4 SH2B3 SH2D4A SH3BP2 SLC13A3 SLC39A2 SLC3A1 SLC8B1 SMARCD3 SMURF2 SOCS3 SOD3 SRM STIM1 SUB1 SUCLG2 SUMO2 SYN1 TAPBP TEAD3 TFAP4 TFPT TIMP3 TMCC2 TMPRSS15 TPH1 TPPP3 TPSD1 TRAF6 TRPV5 TSC22D2 TSPAN7 TSSK1B TTYH1 TYRO3 TYROBP UBA6 UBAP1 UBXN1 UNC13B UPP1 WDR33 WNT5B ZBTB43 ZFAND6 ZNF334 ZNF408 GSE29618_PRE_VS_DAY7_POST_LAIV_FLU_VACCINE_PDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29618_PRE_VS_DAY7_POST_LAIV_FLU_VACCINE_PDC_DN ABCA6 ABHD18 ACAT1 ACSF2 ACTA2 ADAM10 ADAM19 ADAM22 AIP ALCAM ALG5 ANKMY2 AP2B1 APAF1 API5 ARCN1 ARHGAP12 ARHGAP24 ARMCX3 ARPC2 ATP6V1A AZI2 BTAF1 BUD31 C1orf112 CAPZA1 CAPZB CCDC15 CCNL1 CDC16 CDC7 CENPU CEP290 CEP350 CEP55 CES1 CIZ1 CNTRL COG2 CUEDC1 DECR1 DERL2 DESI1 DMXL1 DNAJC13 DUSP5 DXO EIF2B1 EIF2S2 EIF3M EIF4A2 EIF5 ELF1 ELK3 ENOX2 EPHB1 EXOC5 FASTKD2 FKRP FLOT1 GDE1 GIN1 GNAS GPR183 GTF2H5 HARS1 HSD17B4 HSPH1 HUS1 IFRD1 IL4R INTS3 IRF8 ITGA4 ITGAV JAK2 JPT2 KLF6 KMO KPNA1 KYAT3 LAMC1 LARS1 LHFPL2 LIMK2 LIN37 LRRC8D LSM12 LTN1 MALT1 MAP3K14 MAP3K7 MAP4K4 MAT2A MCM3AP-AS1 METTL7A MICALL1 MMRN1 MPRIP MRGBP MRPL3 MRPS16 MYEF2 NCAPG2 NDST2 NFYC NMD3 NOP56 NSD1 NUP160 OPN3 ORC3 OS9 OTUD4 OXCT1 PAFAH1B1 PAFAH2 PAXIP1 PBX3 PDXDC1 PHKB PMVK POLR2H PPP2CB PPP3CB PRELID3B PRKCD PSMA7 PSPC1 PTEN PTPRN2 RAB3GAP2 RBM28 RBM41 RBM8A RBMS1 RCN2 RGS7 RIC8A RIOX2 RMC1 RNF130 RNF8 ROGDI RPL23AP7 RPL26L1 RRN3 RSRP1 RTCB SAGE1 SAP30BP SCN3A SCN9A SENP3 SENP6 SERINC3 SETD6 SH3BGR SIDT1 SIK1 SLC25A3 SLC33A1 SLC38A1 SLC39A7 SNAP23 SNRNP200 SP4 SRRD SRSF6 SSB SYK TAF12 TANK TBCCD1 TBL2 TIMM17A TM2D1 TMEM185B TSPAN13 TUBB3 TUBB4B TUBGCP4 UBE2B UBE2K UBR7 VOPP1 VSNL1 WASHC4 WDR37 WWOX YPEL5 ZBTB33 ZC3H14 ZMYM6 ZMYND8 ZNF135 ZNF226 ZNF592 GSE29618_PRE_VS_DAY7_POST_LAIV_FLU_VACCINE_PDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29618_PRE_VS_DAY7_POST_LAIV_FLU_VACCINE_PDC_UP ACVR2B ACVR2B-AS1 ADAMTS8 AFAP1 AGR2 ALAS2 ALDH3A1 ALX3 AMDHD2 AMHR2 AP1M2 AQP1 ARAP3 ARHGEF5 ARMC9 ASIC3 AVPR1A BCL11B BRINP1 BRINP3 CA3 CACNG3 CALML5 CAV2 CCL21 CCL8 CD1E CD24 CDA CDC42EP1 CDKN2A-DT CEND1 CETN1 CHAT CILP CKB CLCN4 CLUHP3 COL6A3 CPN1 CXADR CXCL14 CYB561 CYLC2 CYSLTR2 DGKG DHRS2 DHX58 DIRAS2 DNASE2B DSG1 ECM2 EDA2R ELL EN1 EPN3 EREG ESRRG ETV1 F9 FADD FLVCR2 FOXB1 FSCN2 FXR2 GIMAP4 GIPR GNAT1 GNAT3 GNG3 GPR135 GRB10 GRIN2B GRN H2AC15 HCG9 HEG1 HOOK1 HOXA5 HOXB7 HTN3 HTR1A HTR2C ICOS IGFBP5 IL17B IL1RAP KALRN KCNIP2 KCTD14 KHK KIF25 KIR2DL2 KLHL35 LARP6 LEF1 LGALS14 LIFR LMX1B LRRTM4 LYZL6 MAP3K9 MAST2 MBL2 MCF2L MCOLN3 MEST MPL MSMB MUC13 MYH15 MYT1 NCLN NEUROG2 NHERF2 NRAP NTRK2 OR2B6 OR2C1 OR2F2 OR7A17 OSGIN1 PALM PARP16 PASK PCGF1 PDE7B PDLIM4 PER3 PITPNM3 PLA2G3 PLS1 POLR3D PRAMEF11 PRDM14 PREP PRKD2 PRND PRR5 PRTN3 PTGER3 RAB3B RAI14 RALGPS2 RAPGEF4 RARB REPS1 RMND5A RNF126 RNF126P1 ROBO1 RTL10 S100P SAMD9 SDF4 SERPINB4 SERPINC1 SERPINE1 SEZ6L2 SGCG SHANK2 SHOX2 SIX5 SLC22A7 SLC2A2 SLCO1A2 SMG6 SNTB1 SOX10 SPAG1 ST20 ST8SIA1 STAB2 STC2 STON1 TACR1 TDRKH TEAD1 TFCP2L1 THY1 TM4SF1 TM9SF1 TMSB4Y TNFRSF25 UBXN6 UCN VPREB3 WDR55 WNT1 WT1 YBX2 ZIC4 ZKSCAN5 ZNF428 ZNF551 ZNF80 GSE29618_PRE_VS_DAY7_POST_TIV_FLU_VACCINE_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29618_PRE_VS_DAY7_POST_TIV_FLU_VACCINE_BCELL_DN ACTR5 ADRM1 ALDH7A1 AMPD3 ANKHD1 ANXA6 AREL1 ARFIP2 ARHGAP35 ARHGEF5 ASCC2 ATF2 ATP6V0E2 BCAR3 BICRA BLOC1S1 BNIP1 BTF3P12 C10orf88 C11orf24 CAMK1D CANX CCNB1 CCNB1IP1 CCNG1 CDC42SE1 CDKL2 CDR2 CEACAM1 CERNA1 CES2 CFL1 CIAO2B CILK1 COBLL1 COPZ1 COX6A1 CPA2 CSNK1G3 CTAGE1 CYFIP2 DCAF8 DERL2 DNAH7 DNAI7 DNAJB4 DNAJC10 DNM1L EHBP1L1 ELP5 ENY2 ETFDH EVL FBXO22 FIBP FKBP14 FOXN2 FUBP3 FUCA1 GATD3 GFOD1 GGA1 GGPS1 GINS2 GYG1 H1-2 H2AC18 H2BC4 HEBP2 HECTD3 HNRNPA0 HOXA1 HSPA1L IFT81 IGKV1D-13 IGLL3P IKBKB IKBKG IMP4 INHBC IPO9 IRF3 ITGB1BP1 JADE1 KCTD9 KDELR1 KLHL12 KLHL5 LGALSL LRRC1 LRRTM2 LSM3 MAP3K2 MAPK14 MAST2 MBD1 MBNL2 MCRS1 MGST3 MIA2 MICAL3 MIF MNAT1 MPC2 MRPL41 MRPS2 MTMR7 MTRF1L MUC16 MX2 MYH3 MYOF NARS1 NET1 NINL NUDT3 NUP58 OSGIN2 PAFAH1B3 PAK1IP1 PARP11 PDE5A PDE7B PFDN1 PFDN4 PIK3C3 PITPNB PKIG PLK4 PNOC POLD4 POLH PPP2CA PPP2R3C PRKCD PTGS2 PTTG1 R3HDM1 RBBP6 RCN2 RLF RPL22 RPL23AP53 RPL6 RPL7 RPN2 RPRD2 RRS1 RYBP SAP30L-AS1 SCFD1 SEC13 SERPINI2 SF3B3 SH3BGR SLC16A3 SLFN12 SMUG1 SP2 SPATA1 SRSF3 STN1 TACC3 TAF1D TASOR TBC1D10B TBC1D9B TENT5A TMBIM4 TMEM39B TOR1B TRAF1 TRAM2 TRIM5 TTF1 TXNL1 TXNL4A UCHL5 UQCR10 UQCRQ VCX2 VPS52 WASHC3 WWOX YARS1 ZDHHC11 ZNF133 ZNF135 ZNF197 ZNF205 ZNF207 ZNF267 ZNF32 ZNF408 ZNF767P ZNF83 GSE29618_PRE_VS_DAY7_POST_TIV_FLU_VACCINE_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29618_PRE_VS_DAY7_POST_TIV_FLU_VACCINE_BCELL_UP ACKR2 ADAM7 ADCY2 ADGRB3 ADH7 ADRA1B AJAP1 AKR1C3 ALOX15 AMELX AP1M2 AQP4 ARHGAP44 ARHGEF4 ASIC1 AVPR2 B3GNTL1 BAAT BBC3 BGN BRD7P3 BRME1 BSPRY C1orf21 CACNG5 CCN4 CCNP CCR3 CCR4 CD5L CDH6 CDO1 CFAP74 CFH CFHR5 CGA CHRNB3 CLEC4M CMA1 CNGA1 CPA3 CPNE7 CPZ CRABP2 CSH2 CSPG4 CTNND2 CTRC CTTN CUBN DHX29 DKKL1 DNM1 EBP ECE2 EDNRA EPCAM F11 FAT4 FZD4 FZD8 GABRP GAS6 GDAP1L1 GIPR GPR35 GRIA2 GRIK5 H1-6 H3-4 HAND1 HAPLN1 HIF3A HIGD1B HOXB3 HOXD11 HR HROB ID4 IGFBP4 IL11 IL5RA IRF6 ISLR KCNA10 KCNN3 KCNS3 KIF2C KRT17 KRT23 KRT3 KRT6B LGR5 LINC02249 LORICRIN LRP6 MAGEA11 MAGEB1 MATCAP2 MLH1 MRPS18C MSC MSTN MSX2 MTUS2 MUC13 MYBPC2 MYBPC3 MYCT1 MYOZ3 NAT8B NDRG2 NDRG4 NECAP1 NEIL3 NELL1 NF1 NLRP2 NPTX2 NPY1R NPY4R NR5A1 NRG1 NUBPL OLFM1 OLFML2A OR7E87P PARVA PBX3-DT PCDH1 PCLO PDCD1 PEG3 PGPEP1 PGR PHEX PHLDA3 PNLIPRP2 POU1F1 PPP1R13L PPP1R3A PREX2 PTPN14 PTPN4 PYY RAB11FIP4 RARB RBP1 RNF144A RPL13P5 RPS6KB1 RUNDC3A S100B SERPINA6 SERPINA7 SFRP5 SFT2D2 SFTPD SH3BP1 SIX2 SLC19A1 SLC24A2 SLC6A14 SLCO1C1 SNPH SOCS2 SPINT3 SPP1 SPTBN4 ST8SIA3 STARD13 SV2A TAC1 TBL1XR1 TBXT TCAP TEAD3 TENM1 THAP7 THNSL2 TMEM120B TMEM50B TRIM10 TRIM25 TTC39A TUSC3 UPK3B WNT2B WT1 YIPF5 ZBTB3 ZFTRAF1 ZMAT3 ZNF124 ZNF14 ZNF180 ZNF282 GSE29618_PRE_VS_DAY7_POST_TIV_FLU_VACCINE_MDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29618_PRE_VS_DAY7_POST_TIV_FLU_VACCINE_MDC_DN ADAP1 ADGRG3 AHR AKT2 ALDH3A1 ALPG ALS2CL AMD1 ARFRP1 ARID5A ARRB1 ASB6 ASPA ASXL2 ATG9A ATP5F1E ATP8B4 ATP9B BCKDK BEST1 BIRC7 C10orf88 C1D CA2 CAAP1 CCDC51 CCDC93 CD8A CDH11 CDK6 CELA3A CEP68 CES3 CFLAR CHRNA5 CHRNE CHTOP CKLF CNNM1 COL1A2 CPSF6 CRIP1 CRIP2 CTF1 CTPS2 CYB5R3 CYP3A43 DCAF1 DCAKD DEPDC5 DET1 DGKA DIPK1A DLGAP2 ECI1 EFS EIF2AK2 EPS8 FAM13B FAM184A FAM216A FBXO42 FKBP3 FNBP1L FTCD GLG1 GNAL GOLT1B GRK2 GSK3B GTF2E2 HCFC1R1 HNF4G HPGDS HYAL4 ICAM4 IER5 IFT74 IGFBP7 IGFLR1 IL1R1 IL27RA INPP5J IQSEC1 KCNC4 KDELR1 KRT1 KRT23 LANCL1 LARS2 LRP1 LYL1 LYRM9 MAN2B2 MAP2K3 MAP3K14 MAP6D1 MAT1A MECP2 MNAT1 MPDU1 MTFR1 MTG1 MYH1 MYH7 NES NFE2L3 NIPSNAP3B NRDC NUMA1 NUP42 PAX7 PDCD1LG2 PKD2 PKP4 PLA2G4C PLCG2 PMS1 PODNL1 POLG POLR2G PPBP PRKCI PROS1 PRPS1L1 PTPA RABAC1 RAD51D RAF1 RASSF1 RETREG2 RETSAT RGS10 RHCE RPA2 RPL24 RPL27 RPL7 RRN3P1 RRP8 RTCA RXRB SAP30 SCRIB SDCBP SEC24A SEPTIN11 SEPTIN2 SGCE SGSM2 SH3GL1 SKIC3 SLC17A9 SLC20A2 SLC30A1 SLC33A1 SLC39A1 SLC4A3 SLC4A5 SMG9 SNCG SNHG3 SNX11 SP4 SPIN2A SPPL2B SRSF7 ST7 ST8SIA4 STATH SULT1A1 SULT1A2 SUN1 SYMPK TACR3 TARBP1 TCF20 TMEM212 TRIM15 TRPC2 TSC1 TTLL7 TUBB3 TUBB4B TXNDC9 USP36 VPS37C VTCN1 WDHD1 WDR45 XRCC4 ZBTB20 ZNF225 ZNF250 ZNF446 ZNF557 ZNF613 ZW10 GSE29618_PRE_VS_DAY7_POST_TIV_FLU_VACCINE_MDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29618_PRE_VS_DAY7_POST_TIV_FLU_VACCINE_MDC_UP ADAMTS5 ADCYAP1 ADNP2 ADRB1 AFF4 AMMECR1 AOC3 AOX1 APBB1 APOC2 ARL4C ARPIN ASTN1 ATP2B4 ATP6V0A1 ATRNL1 BCL2 C19orf73 C2CD3 CA1 CASK CAV3 CCDC68 CCNJ CCR10 CD40 CDA CDC42 CDC6 CDK5R1 CDKN2B CDR2L CENPF CENPM CEP131 CLEC11A COG7 COL3A1 COL8A1 COQ4 CREB3L2 CSF2 CSTF3 CUL5 DIO3 DLAT DRD1 DTX2 DTX4 DUSP13 DYNC2I1 EDN2 EEF1A1 EHD3 ELAPOR1 ENTPD4 EPB41L4A ESM1 EXOC7 FBXL8 FCMR FGF3 FSCN3 FXR1 FZD7 GABARAPL1 GABPA GABRP GAL3ST4 GCHFR GNGT1 GPR162 GSDME HIGD1B IGHV5-78 IKZF1 IKZF2 IL33 INKA2 INO80D IP6K1 ITK JPH2 KCNJ13 KCNS3 KRR1 KRT84 KRTAP1-3 LHX2 LLGL2 LY6G6E MAD2L1 MCF2L2 MCOLN1 MIPEP MORC3 MRTFB MSMB NEU3 NIF3L1 NKX2-5 NOP14 NR3C1 NRIP1 OPRM1 OSMR PCDHA9 PCDHB6 PDCD1 PHTF1 PKIA PLLP PMP2 PPEF1 PPOX PPP1R17 PPP2R5D PRR15L PRRC2B PSORS1C2 PTPN13 RCN1 RCOR3 REPS2 RND3 RNF141 RNF146 RPRM SEMA4D SEMA7A SIRT7 SKIL SLAMF1 SLC16A1 SLC24A2 SLC25A1 SLC2A4RG SLC38A6 SLC3A1 SLC41A3 SLC6A3 SLITRK5 SMAD6 SNAI1 SNRNP35 SPAG5 SPICE1 SSR1 ST20 STBD1 STC2 STK17A SYBU SYNPO TAF1C TAOK2 TBC1D8B TBK1 TCP11L1 TFAP4 THSD7A TMEM106C TMEM176B TMSB15A TNFRSF9 TNFSF9 TOGARAM1 TPP1 TRAF3IP2 TRGV5 TRIM58 TSFM TUBD1 TXNL4B U2AF2 UBTF UGCG USP5 USP53 WASF1 WDR48 XAB2 YBX1 YLPM1 YRDC ZBTB32 ZMAT3 ZNF155 ZNF200 ZNF239 ZNF264 ZNF3 ZNF33B ZNF37BP ZNF423 ZNF451 ZNF614 ZNHIT2 ZSCAN9 GSE29618_PRE_VS_DAY7_POST_TIV_FLU_VACCINE_MONOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29618_PRE_VS_DAY7_POST_TIV_FLU_VACCINE_MONOCYTE_DN ABCD4 ABCF3 ACE2 ACO2 ACP6 ACSS3 ADRA2A AK5 AKR1C2 ALK ANKRD36BP2 ARAP3 ARF4 ARF5 ARFGAP2 ARFIP2 ARHGAP10 ARPC5L ARR3 ASXL1 BATF BEST1 BEX4 BMS1 BRAF C1orf112 CACNA1C CCAR2 CCIN CCL4 CD160 CD3D CEP63 CHFR CHKB CHST3 CLTB CNGA3 COMT COQ9 CR2 CRAT CSF2RA CTPS1 DAPP1 DDRGK1 DDX24 DEXI DGUOK DIP2C DLEU1 DLGAP4 DLST DNASE2B DPY19L1P1 DYNC2I1 EEF2KMT ELMO3 ELOVL4 ENPP2 EPCAM FAM234B FES FFAR3 FLII FOXF2 GABRE GADD45B GCN1 GDF9 GFM1 GPATCH3 GPI GPR75 GPX7 GTF2H2B GTF2H4 GUSBP11 H2BC4 H3C8 HDLBP HEXIM1 HSPA4L IARS1 IER2 IER5 IL16 IL22RA1 INPP5D KANK3 KHDC4 KIF23 KRR1 LETM1 LGSN LNPEP LSM1 MAP1LC3B MBL1P MCAT MED20 MEGF8 MEN1 MMS19 MPL MRPL17 MTMR14 NCKIPSD NDUFAF7 NDUFB1 NECTIN2 NENF NR1H2 NRIP2 OSBPL9 P2RY1 PARM1 PDE6C PDIA5 PEX12 PEX14 PIH1D1 PJA1 PLAAT2 POLR3K PPIB PPM1G PPOX PRAMEF10 PRKD1 PRM1 PRMT2 PROS1 PSD4 PSMD3 PTCD1 RANBP10 RIC8A RIPOR1 RNF220 ROR1 RPGRIP1 S100PBP SAP30L SARM1 SCEL SCN9A SCYL3 SDC4 SDHAF1 SEL1L3 SEMA3G SERPINF2 SLC17A3 SLC4A2 SMC5 SNAPC5 SNX24 SRSF1 SRSF7 STOML1 STRN4 SUGP2 SUPT6H SYNRG TAOK2 TCHH TJAP1 TM9SF1 TMC5 TMEM74B TNF TPM4 TRIM15 TRIM37 TRIM48 TRIP10 TRIP6 TRMT61B TRMT9B TSC22D1 TXN2 UBFD1 UBR4 UNC119B USP10 USP14 UST VIPAS39 WBP2 WDR43 WDR6 WWP2 YIPF2 ZBTB48 ZNF189 ZNF688 ZNF84 ZNHIT1 GSE29618_PRE_VS_DAY7_POST_TIV_FLU_VACCINE_MONOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29618_PRE_VS_DAY7_POST_TIV_FLU_VACCINE_MONOCYTE_UP ABCA1 ABCB8 ACKR2 ACOT8 ACTR1A ADAMTS5 AFDN-DT AGBL5 AICDA AJAP1 AKR1A1 ALOX15 ARAF ASPSCR1 ATP1A3 B3GALNT1 B3GALT4 BAAT BCORL1 BIN3 BMP15 BNIP3 BRINP3 BRS3 BTG2-DT C2orf49 C7 CAMKK2 CCDC30 CD48 CELA3B CENPB CENPC CHRM3 CHRNB1 CIC CLDN7 CNN1 COX5B CRISP1 CS CWF19L1 DCHS2 DIXDC1 DNASE1L1 DPYSL4 DTWD1 DUOX1 DYNC2LI1 EMC9 EPB41 ERI3 F12 FAM153A FAM163A FHL5 FHOD3 FOXA2 FUT4 G0S2 GABRR1 GCK GLUD1 GNA13 GNA14 GNG3 GON4L GPC4 GSAP GSN-AS1 GSR H4C4 HAS1 HBEGF HEATR6 HMX1 HOXB8 HPCA IL10RA IL15 IRF2BP1 ITCH ITGB1BP2 ITPK1 IVNS1ABP KCNA6 KCNE4 KCTD2 KIAA0753 KMT5A KNL1 KRT85 LAS1L LGI2 LY6E LYRM9 MAGOH2P MBTPS2 MFAP1 MKRN3 MMP1 MMP13 MTAP MUC13 MYCL NAA15 NAMPT NBEAL2 NDP NEDD9 NLGN4X NOCT OGFR ORC1 PAIP2B PCDH17 PDZD8 PELO PLEKHG3 POPDC3 PPEF1 PPP3CA PRSS22 PTBP3 PTGIS PTH PWAR5 PYY QPRT RAB23 RAB27B RARS2 RASSF8 RBM34 RBM48 RETN RNF128 RNPS1 ROBO4 RORA RPS11 RPS2P45 RSPH6A SAG SEC31A SERPINB10 SFRP4 SLC22A7 SLC27A6 SLC44A1 SLC6A6 SNAP29 SNAPC1 SNRPC SPATA6 SPICE1 SPTBN2 SRSF5 SSX3 STK24 STS TAF13 TAS2R8 TECPR2 TFAP2A TFPT TFRC TMEM204 TMEM43 TNFRSF9 TNP1 TOPORS TRAF3 TRAK2 TREM2 TSPAN12 TTYH1 TUBB UBB UNC5B VPREB3 VPS13B VPS37B WDR26 WT1 WWOX ZBTB18 ZC3H7A ZFX ZIC1 ZNF157 ZNF200 ZNF204P ZNF334 ZNF37BP ZNF391 ZNF550 ZNF646 GSE29618_PRE_VS_DAY7_POST_TIV_FLU_VACCINE_PDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29618_PRE_VS_DAY7_POST_TIV_FLU_VACCINE_PDC_DN ACTA1 ADCK2 AKAP6 AMMECR1 ANP32A AP2B1 APAF1 APEX2 APOBR ARHGAP26 ARL2 ASRGL1 ATRX ATXN2L BANF1 BMP2K BPHL BRD4 BUD23 C1orf54 CALM1 CCNH CD69 CLASP1 CLUAP1 COPA CTBP2 CTSO CYP2D6 DCAKD DCBLD2 DHX40 DPP3 EID1 EIF2B2 EIF3A EIF4G1 EMC2 EN2 ENTREP3 EYA3 F2RL1 FAM135A FAR2 FBRS FBXO22 FEM1B FNBP1 FNBP4 GADD45B GALNT1 GATAD2A GGPS1 GJA5 GNAI2 GNAQ GON4L GPHN GSE1 GTF2F1 GTF2H5 GUCA2B H2AC18 H2BC10 H2BC5 H2BC6 H2BC9 H4C3 H4C8 HBS1L HDAC4 HGSNAT HIF3A HSD17B7 HSPA2 HSPG2 IKZF1 IL10RB IRF3 ITCH ITGB2 JPT2 KIF2A KLF12 KLHL28 KMT5B KNOP1 KPNA1 KPNB1 L3MBTL1 LGALS9 LPP LSP1 MPG MRPL24 MRPS15 MYCBP2 NACA NCK1 NEAT1 NECAP1 NENF NGF NOC2L NOP16 NPM1 NR2F1 NSD2 OAS3 OGDH OSBP OSBP2 PACC1 PAK2 PDE6D PEAK1 PFDN2 PFN1 PPP2R5E PRKCSH PSMA4 PSMD13 PTPN18 PTRH2 R3HDM1 RAB6B RAB8A RAD21 RAD23A RALBP1 RBBP5 RBM28 RBMX RCAN3 RCBTB1 RECQL4 RHOB RNF123 RNF167 RPL18 RPL19 RPL35 RPL37 RSRC1 RTCA SART1 SCAF11 SCAMP2 SCAND1 SCRIB SENP3 SENP6 SF3A2 SGCE SH3BGRL3 SHMT2 SIGMAR1 SINHCAF SLC25A13 SLC4A7 SLC5A6 SMAD2 SMG7 SNHG3 SOCS1 SPI1 SPIN1 ST6GAL1 STX5 TAF9 TAOK3 TFDP2 TGFB1 TIMM10B TIMP2 TIPRL TLE5 TLN1 TNFAIP1 TNFSF13 TNPO2 TOB2 TRIM38 TRPS1 TRPV2 TULP2 TUT7 UBE2G2 UBE2K UBE3A UBE4A WASHC4 WBP4 WSB1 YWHAH ZGPAT ZMAT3 ZMYND8 ZNF576 ZNF7 GSE29618_PRE_VS_DAY7_POST_TIV_FLU_VACCINE_PDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29618_PRE_VS_DAY7_POST_TIV_FLU_VACCINE_PDC_UP ABCA2 ACACA ACAD8 ACTN3 ACY1 ADAM18 ADAMTS2 ADTRP AGRN AKAP11 AKR7A2 AOC2 APOM AQP1 AQP8 ARAP3 ATG16L1 ATP4B BDH1 BICC1 C8B C8orf17 CACFD1 CALML5 CAMK1G CBLIF CBX2 CCDC198 CCN5 CCZ1 CDCA4 CDK17 CDR2L CEBPA-DT CHAT CPLANE2 CPN2 CRYGC CTRC CYP1A1 DCAF1 DCSTAMP DDX49 DGCR5 DHX8 DHX9 DIRAS2 DOT1L DPP4 ECEL1 EIF2B5 EPB41L4B EPHA1 EPHA2 ETV5 FAM131A FAM182A FBXO2 FERMT1 FOXJ2 FRAS1 FUT6 FZD5 GGNBP2 GIMAP6 GIPC1 GNA11 GPX3 GSTCD HCFC1R1 HDAC3 HKDC1 HMGN5 HNF4G HOXB7 HSPB7 IFNA4 IFT122 IGSF3 IL17B INF2 INTS15 ITPKC JAG1 JPH3 KCTD15 KHK KIAA1614 KIT KLHL2 KLK1 KLK2 KRTAP2-4 L1CAM LARP6 LCN2 LCT LGR5 LHB LHCGR LILRB5 LRFN4 LRPAP1 MADD MAP3K9 MCM7 MCOLN1 MED12 MED4 METTL22 MID2 MIER2 MMP20 MRC2 MYH15 NAV2 NEUROG2 NFATC4 NFKBIB NOP14 NR1H2 NUPR1 ODAM OMG OPCML OR7A17 OR7C2 P2RX1 PAH PBK PDLIM7 PEX3 PIEZO1 PLA2G2A PLD3 PLIN1 PLOD1 PLS1 PRDM11 PRELID3A PRSS22 PRY PTCD3 PTDSS2 PTPN3 RAB20 RASIP1 RGSL1 RNF126P1 RRH SCN2B SEMG1 SETD5 SGCB SH3GL3 SIK2 SLC16A6 SLC19A1 SLC22A18 SLC26A6 SLC2A2 SLC35E2A SLC35F6 SLC5A12 SLC8A2 SLTM SMG6 SNCAIP SOCS7 SUGP1 TBC1D30 TBK1 TBXT TF TFCP2L1 THBD TMPRSS4 TMSB15A TNP2 TPPP3 TRAC TRIM49 TSGA10 TUBB1 TXNL4B TXNRD3 USP3 VWA7 WWC3 YBX2 ZKSCAN7 ZNF136 ZNF143 ZNF223 ZNF358 ZNF443 ZNF45 ZNF512B ZNF76 ZSCAN32 GSE29949_CD8_NEG_DC_SPLEEN_VS_CD8_POS_DC_SPLEEN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29949_CD8_NEG_DC_SPLEEN_VS_CD8_POS_DC_SPLEEN_DN ABCF2 ACBD3 AGR2 AHSA1 AIMP2 ALDH3B1 ANO3 AP1G1 AP3B2 APCS AREG ARID3A ARPP19 ASF1A ASGR1 ASGR2 ATP2C1 AXIN1 AZIN1 BABAM2 BICD2 BRINP1 BTF3P11 CALCA CASR CCN6 CCNC CD163 CD33 CIC CLIC2 COBLL1 COL18A1 COX4I1 CPA1 CREBZF CREG1 CSNK1A1 CXCL2 CYB561 DACH1 DCTD DEFA6 DEPP1 DHX8 DZIP3 EFEMP2 EIF1 ELF2 ELL2 ELOC ERCC8 EREG ESM1 ETV1 EXTL1 F5 FABP5 FBXL4 FOLR3 G3BP1 GCSH GGPS1 GLUD1 GRIN2B GSPT1 GTF2H2 H1-2 H2AC13 H3-3B HDAC3 HGF HNRNPA2B1 HNRNPM HOXA11 HSD17B3 HSP90AA1 HSPA4 ICAM1 IFI16 IFIH1 IFNA8 IL6 ISG15 JUNB KCNA1 KCNB1 KCNJ13 KCNS1 KIF17 KIF2A KLF1 KRT85 LAGE3 LAPTM4A LCN2 LGI1 LILRB4 LINC00837 LINC01558 LIPC LOXL2 LRPPRC LSM6 LYPLA1 MAB21L1 MAGOH MAML1 MAP2K4 MAP3K9 MARCHF2 MEN1 METTL18 MNDA MPPED2 MTAP MUC7 MYL4 MYRF NCBP2 NCK1 NCLN NDUFAF1 NDUFS1 NEFL NGDN NPM1 NR0B1 OARD1 ODF1 OPRM1 OXCT1 PCDHGB7 PDIA4 PDK4 PDS5B PHOX2B PIM2 PLD3 PLEKHB1 PLPBP PLSCR1 PNLIPRP1 PNN POLE3 POLR3F PPARG PPFIA2 PRDX1 PRPS1L1 PSMB8 PSMD10 PTHLH PYGL RASSF8 RPL37 RPL9 RPP14 RPS23 RPS28 RRS1 RUFY3 S100A10 SEC22B SEC62 SELL SIGLEC7 SLC22A2 SLC35D2 SLC5A5 SLCO2A1 SLITRK2 SPTLC1 SRGAP2 SRP54 SRSF1 SSPN STRAP SULT1C2 SUPT7L SUPV3L1 TADA3 TAF12 TAF1B TFAM THBD TMCO1 TMEM30B TMPRSS11D TNNI3 TP53TG1 TPD52L2 TRIP12 TRPC2 UBE2E1 UGT8 VDAC2 WASF2 ZNF143 GSE29949_CD8_NEG_DC_SPLEEN_VS_CD8_POS_DC_SPLEEN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29949_CD8_NEG_DC_SPLEEN_VS_CD8_POS_DC_SPLEEN_UP ABCD3 ACKR1 ACRV1 ADCYAP1 AGER AGPAT1 ALDH1A3 ALOX15B ANK1 ANXA1 ANXA3 APBB1 APOA1 AQP5 ARFRP1 ARHGAP26 ARHGAP35 ASAP2 ATP2B4 ATP7B B4GALT5 BAP1 BMP10 BRCA2 BRDT BRSK2 CALCOCO1 CCR3 CD151 CD1A CD8B CDKN1C CDSN CENPB CENPI CETP CLIC5 CNTN5 COL4A1 CRP CRYBB3 CXCL12 CYP2B7P CYP4B1 DBH DDN DDO DIAPH2 DISC1 DOCK4 DSC3 EHMT2 EML1 EPAS1 EPO EPYC ERLIN2 EXOC6B EXPH5 EXT1 FAAH FAM50B FBP1 FCER2 FGF6 FMOD FOXA1 FOXD1 FOXF2 FOXO4 FRMPD1 FZD7 GAB1 GAB2 GABRR1 GATA6 GBX2 GFI1 GNA15 GNAZ GP5 GPR135 GPR183 GPX4 GSE1 GUCY1A1 H2AP H4C9 HCRT HLX HTRA2 ID4 IER2 IFI30 IGFBP5 IGFBP6 IL10RA IMPDH1 IP6K1 KCNJ12 KCNJ2 KLC1 KRT32 KRT37 KRT8 LAMC1 LDAF1 LDOC1 LGR5 LINC00588 LINC00837 LRP1 LSS LY86 MAF MANBA MAPKBP1 MB MCF2L2 MERTK MPZL1 MTHFS MXRA5 MYDGF MYO16 NCAM2 NEMF NEUROD2 NFATC3 NFIL3 NID2 NOL3 NPAS3 NR0B2 NR1H4 NR2E1 NR5A2 NUP62 OPCML ORC1 P2RY2 PAGE1 PDE6H PDXK PGM3 PKLR PLD2 PLIN3 PLPP3 PLXND1 PPARA PPARG PPP1R12B PPP1R16B PRKACG PTPN3 PTPRZ1 RAPGEF4 REG1CP RELN RGS14 RPS6KA1 RRM2 RSAD2 RYR1 S100P SATB2 SDC1 SEMA3D SFT2D2 SGCA SGCG SIRPB1 SLC16A3 SLC19A1 SLC22A14 SLC22A4 SLC2A5 SLC6A1 SLCO1B1 SOCS1 SOX9 SPAG8 SPINT2 SRD5A2 TAC1 TBC1D1 TCP10L3 TIMM17B TMEM158 TMEM47 TNR TRIM58 TUBB4B TWIST1 UNC5C VIPR2 YJU2 ZNF10 GSE29949_CD8_NEG_DC_SPLEEN_VS_DC_BRAIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29949_CD8_NEG_DC_SPLEEN_VS_DC_BRAIN_DN ABCA12 ABCG1 ACAT1 ACOX1 ADGRE5 ADSS2 ALKBH1 ANAPC5 AP2B1 APOBEC3B ARG2 ARHGAP11A ARHGAP29 ARID4B ARL4D ART3 ASTN1 ATF3 ATM ATP5ME B4GALT4 BAG2 BMERB1 CAD CCL2 CCL20 CCN2 CCS CCT6B CD2 CD200 CD226 CD27 CD48 CD6 CEP43 CLCA2 CLCN5 CLEC2B CLPS CLPX COX7A1 CSN3 CSNK1D CXCL2 CXCL3 DDX46 DDX52 DHRS3 EIF2S2 EIF4A3 EPS8 EXOSC9 EYA3 FABP5 FAM172A FAM53B FBP2 FEM1C FKTN FLNB GAPDH GBP2 GCFC2 GEM GEMIN4 GGPS1 GLCE GNG11 GPA33 GPR65 GRM1 GTF3C2 H4C13 HCP5 HLTF HMGB1 ID3 IFIT5 IFNGR1 IGF2BP3 IGFBP4 IQGAP2 IRF9 ITM2A JAK2 KCTD2 KHDC4 KLHL23 KPNA1 LPL LSR LYST LYZ MAP3K8 MAPK12 MCM3AP MDFI MDFIC MED13L MIOS MTSS1 MYBPC2 MYCNOS NDUFB6 NEDD4 NEK9 NINL NPM1 NR4A2 OSGEP PAFAH2 PALS2 PANX1 PAPOLA PDE3B PDE8A PDS5B PEX3 PHYH PI4K2A PIGC PKN2 PLA2G7 PLCB1 PLS3 POU2AF1 POU6F1 PPBP PPIE PPP1CC PPP1R2C PRCP PRDX3 PRPF19 PSME2 PTK2B PTPN22 PTTG1 RAB29 RAB40B RANBP6 RASA1 RB1 RBFOX2 RBM19 RCBTB2 RECK REL REST RFC4 RGS10 RGS16 RHOH RLF RNASE2 RND3 RPL21 SAPCD1 SCAMP1 SEPHS1 SEPHS2 SERPINE2 SLAMF1 SLC25A14 SLC27A2 SLCO2B1 SMC5 SNRPE SPAG5 SPP1 STK38L TAF15 TAF2 TBCE TCAF1 TCEAL1 TGIF1 TMEM268 TNFRSF10B TRAF1 TRIM32 TSN TUBGCP3 UBAC1 UBXN2B VPS13D VPS8 WDR77 XRCC4 YIPF1 ZBTB1 ZBTB18 ZNF177 ZNF266 ZNF273 ZNF318 ZNF529 ZNF84 ZSCAN9 GSE29949_CD8_NEG_DC_SPLEEN_VS_DC_BRAIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29949_CD8_NEG_DC_SPLEEN_VS_DC_BRAIN_UP ABCC2 ABCD2 ADAM22 ADAMTSL2 ADCYAP1 ADORA1 ADRA1B ADRB2 AGT ANXA9 APOE ARHGEF16 ARSD ASTN2 B3GALT4 BCKDK BRCA2 BRINP2 BRINP3 CA3 CALML3 CAVIN1 CCN2 CCN5 CCRL2 CCT6B CDK20 CDK6 CENPF COL4A3 COL4A5 CRP CTSG CXCR1 CXCR3 CYP1A1 CYP4B1 DDN DEFB1 DENND3 DEPDC5 DHRS3 DNAH9 DOC2B DSC3 DSCR4 EFNA4 EHMT2 EIF3A EIF4A3 EML2 EPS8 ETV2 EXOSC9 EXT1 FOXD1 GABRD GATAD1 GNAT1 GNB2 GPER1 GPR20 GRIN1 GRM1 GTPBP10 GUCA1B GZMH H4C13 HCN4 HOXA4 HOXC11 HOXD13 IAPP ICOSLG IFI30 IGSF1 IGSF9B IQCE IRF6 IRS4 ITGA9 KCNJ2 KCNJ5 KCNJ8 KCNK1 KCTD2 KIF5A KRT32 KRT33A KRTAP5-9 KSR1 L1CAM LAIR1 LEFTY2 LLGL2 MAN2A2 MAP2 MAPKBP1 MAST1 MCF2 MLH1 MMP14 MMP19 MPZL2 MTERF1 MTNR1B MYCNOS MYH11 MYOM1 NHLH1 NID2 NOS1AP NOVA1 NPAS3 NR5A1 NRL NTN3 NUDCD3 OASL OR10H3 ORC1 OVOL3 PAFAH2 PART1 PCNX1 PKLR PLCB1 PLCB2 PLP1 POLR2F PPIE PPP1R10 PSEN2 PTPN3 PTPRD RAG1 RBMXL2 REEP2 REG1CP REST RFNG RGS4 RGS6 RLBP1 RNASE2 S100B SAMD14 SAPCD1 SCGB1D2 SCHIP1 SCN7A SCNN1A SGCG SHOX2 SHROOM2 SLC12A4 SLC18A1 SLC28A2 SLC30A3 SLC33A1 SLC4A4 SLC6A1 SMG6 SMG7-AS1 SOAT2 SORT1 SOX9 SPA17 ST3GAL1 ST3GAL2 SULT4A1 SYN1 SZT2 TCP10L3 TGDS TGOLN2 THRA TMEM262 TNN TRIM15 TSPAN1 TUBB4B UPK1A UTF1 VSTM4 WDR1 WDR77 WNT11 YJU2 ZBTB40 ZIC1 ZNF20 ZNF500 GSE29949_CD8_NEG_DC_SPLEEN_VS_MONOCYTE_BONE_MARROW_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29949_CD8_NEG_DC_SPLEEN_VS_MONOCYTE_BONE_MARROW_DN ABCC1 ABCC6 ACADL ADM AK4 AKR1C3 ALDH1L1 ALG3 ALOX12 AMOTL2 ANGPT2 ANKRD6 ANKRD7 ANXA13 APBB3 ARG1 ARPC1A BAG2 BBOX1 BCAS2 BCKDK BCL6 BMP3 BNIP3 BUB1 CABP1 CACNB4 CALCOCO1 CAMKK2 CASP8 CBLIF CCN6 CD28 CD38 CD5 CD99 CDIPT CEP43 CERNA1 CHST2 CLCN5 COG4 COL8A1 CP CRADD CREB3 CST7 CYP1A1 DEFA6 DLGAP1 DMXL1 DNAJC11 EDNRA EFNA1 EIF4G1 ELMO1 ELP4 ENTREP2 ERCC1 ETFDH EXT1 FAM161A FBLN1 FHIT FOXO3 FRMD4B FZD7 GAPDH GCLM GIGYF2 GNA15 GRK5 GZMB HAAO HERC2P3 HLA-DQB1 HPCAL1 HTR2A IDUA IGHM IL1R2 IL33 IL7R IMPG1 INHBA INSIG2 IRF2 JUND KAT2B KAT5 KCND3 KIAA0753 KRT12 KRT5 KYAT3 L3MBTL1 LCT LDLRAD4 LRRC32 LRRC41 MAFF MAGEA5P MC2R MIA MICAL2 MMP10 MSL3 MT1B MT1H MTCP1 MYH10 N4BP2L2-IT2 NDRG4 NDST2 NELFA NELL1 NFIL3 NINJ1 NKG7 NOC2L NPC1 NUBP1 ODF1 OR2H1 PAN2 PARVA PAX1 PCYT1A PECAM1 PEX3 PFKFB4 PHACTR4 PHTF1 PIGA PITX2 PPFIA2 PPFIBP1 PRKCB PRL PRLR PRPF18 PSD4 PSMB4 PTHLH PXDC1 RAB30 RAD51C RAD52 RAP2A RBM8A RENBP RGR RING1 RNF13 RPE SEC24A SEC31B SENP3 SERPINB1 SERPINB2 SIGLEC7 SLC16A3 SLC18A2 SLC4A2 SLC4A4 SLC6A9 SMNDC1 SPRY1 SPTBN1 SREK1IP1 SSB ST8SIA1 ST8SIA4 STC1 SULT4A1 SUPT4H1 TACR3 TAF6L TBL1X TBP TES TOM1 TPST2 TRIP10 TSC1 TUFM UBR5 VAMP4 XCL1 XPNPEP1 YIF1A YWHAE ZNF175 ZNF415 ZNF548 ZRSR2 GSE29949_CD8_NEG_DC_SPLEEN_VS_MONOCYTE_BONE_MARROW_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29949_CD8_NEG_DC_SPLEEN_VS_MONOCYTE_BONE_MARROW_UP ABCD3 ACSL1 ACSL3 ACTN1 ACTN4 AHCYL1 ALOX5AP ANO3 ANXA5 AOAH APOBEC3C ARF3 ARHGEF10 ATP1B1 ATP2B1 ATP6V0A2 ATP6V1D BASP1 BCL2L11 CAMK1 CAPG CAPN2 CAST CCL5 CCN6 CCNG2 CCR4 CD151 CDC6 CENPF CHD9 CHEK1 CIITA COL6A3 CREBZF CRIP1 CSRNP2 CTSL CYLD CZIB DAG1 DCK DIXDC1 DPYSL2 DVL3 E2F3 EGR1 ERCC2 EVI2A EVI2B FAM149B1 FAM168B FCAR FCGRT FEZ2 FLNA FLOT2 FMO5 GATA3 GCNT1 GM2A GNGT1 GOLGA8A GPSM2 GSN GSTP1 GTF2E1 GTF2H1 GUSBP3 HARS2 HIPK1 HSD17B10 HSF1 HTR7P1 IFNW1 IL10RA IL1RN IL2RB IL4 ILRUN ITPK1 JMJD1C KDELR2 KDM2A KIAA0087 KLHL18 KLRC4 LARP7 LGALS3 LIPA LRRFIP1 LUM MAOA MAP2K6 MAPK1 MAPK9 MAT2A MATK MEGF9 MGST3 MICAL2 MLEC MPZL2 MRPL49 MTCL1 MYOM2 NAB1 NADK NKG7 NME4 NME6 NT5E NTRK1 NUP50 ORC3 PABPN1 PANK3 PCBD1 PDGFRL PDS5A PEPD PER2 PF4 PHYH PIAS4 PIEZO1 PITPNA PLAA POGZ PPIA PPP1R12B PRKCI PSD4 PTPN14 PTPRA QSOX1 RAD54L RBM14 RBM15B REEP5 RGS19 RIPK1 RNF103 RNH1 ROCK1 RPE65 RRP15 RSU1 S100A11 S100A7 SAC3D1 SEC23IP SEMA3D SF3A3 SGCG SIK2 SKAP2 SLC16A1 SLC20A2 SLC30A1 SLC35D1 SLC39A14 SLC4A7 SLC5A3 SLC7A6 SOCS1 SPATA2 SPINT1 SPINT2 SPTSSA SRCAP STXBP1 SUSD6 TASOR TATDN2 TIMP4 TRAIP TRMT1 TRPC1 TRPC6 TSPAN3 TSPAN6 TUBB TUBB3 TUBB4A UBXN2B UHRF2 UPP1 USP34 UTP20 VAT1 VSNL1 WAPL YWHAZ ZBTB18 ZBTB33 ZNF160 ZNF175 GSE29949_CD8_POS_DC_SPLEEN_VS_DC_BRAIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29949_CD8_POS_DC_SPLEEN_VS_DC_BRAIN_DN ABCA4 ABCB11 ACR ACVR2B ADCY8 AGT AHCTF1 ALDH1A3 ANGPT1 ANKS1A APOD ARFIP1 ARPC1A ATG9A ATP2B2 ATP4A ATXN7 B4GALT3 BAAT BDNF BLNK BMERB1 BMP7 C1orf68 C2CD2L CA3 CACNA1S CBARP CCL25 CENPI CHN1 CHRNA2 CHRNB1 CILK1 CLCN7 COLQ CPM CRACDL CRISP3 CXCR6 CYP17A1 CYP2F1 CYTH3 DCT DDX28 DEFB1 DGKB DTNB EN2 EOLA2-DT EPHB1 EPO ETV3 EXTL1 EYA1 F10 FAP FARP2 FCGR3B FGG FSHB FST FSTL3 GAPDH GCNT2 GLI1 GNRH1 GPC4 GPR12 GPR37 GRAMD1B H1-4 H4C2 HBZ HMHB1 HTR4 ICOSLG IFI6 IKBKE INSR IQCK IRF7 ISG15 ITGA9 ITGAV ITGB6 ITGB8 JAG1 KAZALD1 KCNA1 KCNN3 KIF3B KLF4 KMO LAMC1 LEFTY2 LIFR LMNA LMO2 LORICRIN LTB LY6E MAP3K9 MAPKBP1 MC1R ME1 MINAR1 MINDY2 MINK1 MPHOSPH8 MST1L MX1 MYBPC1 MYBPC2 MYO1A NCAM1 NCOA1 NFIA NOL3 NOP14-AS1 NPAS2 NPR2 NR4A2 OFD1 OLFM1 OSM P2RY2 PAX7 PBXIP1 PEX10 PLCD1 PLCG2 PLXNA2 PON3 POU3F4 PPFIBP2 PPP1CB PPP6R2 PRKCE PSEN2 RAB3B RAB40AL RAD54L2 RBP4 RGL1 RIN1 RNF24 RSC1A1 RUSC2 SBNO2 SCML2 SELP SERPINA5 SERPINA6 SERPINE1 SKIC8 SKIL SLC19A2 SLC2A5 SLC30A4 SLC6A4 SLCO1A2 SLCO1B1 SLCO2A1 SMAD9 SMPD2 SORT1 SOX15 SPATA2L SPINT3 SPRR1A SSTR5 ST8SIA5 STBD1 STK19 STON1 STX11 SYCP1 TGFBRAP1 TM4SF1 TSPAN2 TSPAN8 TSSK2 TYMP UCP3 ULK2 UNC93A WDR13 WNT2 WNT5A ZC2HC1A ZNF592 ZNF688 ZNF79 ZNF804A GSE29949_CD8_POS_DC_SPLEEN_VS_DC_BRAIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29949_CD8_POS_DC_SPLEEN_VS_DC_BRAIN_UP ABCC1 ABLIM1 ACADVL ACAT2 ACSL3 ACTN1 ADM ADTRP AHCYL1 ALDH9A1 AMPH ANK1 AOAH ARF3 ARHGAP11A ARHGAP25 ARHGEF10 ASCC2 ATG4A ATP2A3 ATP6V0A2 AZIN1 BAG6 BCHE BCL2L11 BET1 BLMH BMPR2 BRD3 BYSL CAMKK2 CCL22 CCN6 CCNG2 CCR4 CD5 CDC25B CDC45 CENPF CGRRF1 CHML CLASP1 CLEC16A CLOCK COG5 COL6A3 CRADD CREB1 CTNS DAG1 DAPK3 DCK DIDO1 DIXDC1 DVL3 EPS8 ERC2 ERCC1 ESPL1 EXOSC9 FKTN FLNA FLOT2 FUS FXN GATA3 GGH GNAI2 GOLGA8A GORASP1 GTSE1 HAGH HERC3 HMGB3P30 IFFO1 IGF2BP3 IL10RA IL1R2 IL1RN INSIG2 JMJD1C KAT5 KCNJ3 KCTD17 KDELR2 KIAA0319 KLF6 KLHL18 KYAT3 LARP7 LPIN2 LRBA LY75 MAF MAL MAOA MAPK1 MAT2A MEF2A MFN1 MGRN1 MGST3 MICAL2 MKI67 MMUT MRPS11 MTCP1 NAB1 NCOA6 NFIL3 NKG7 NKRF NME3 NME4 NTRK1 NUP50 OSBPL8 OSGEP P4HA2 PBX3 PCBD1 PCSK6 PDE3B PER2 PEX3 PHF2 PLP2 PNISR POLE PPFIA2 PPIA PPP6C PSD4 PTK2 RALB RANBP6 RBM14 RBM4B RBM5 REEP5 RERE RGS19 RMND5B RNF11 RRAGD RRS1 S100A7 SAPCD1 SART1 SATB1 SCAF8 SCAP SELENOP SEPTIN8 SERPINB10 SERPINB2 SHMT1 SLC18A2 SLC25A11 SLC25A20 SLC39A14 SLC4A2 SLC5A3 SMAD2 SMCHD1 SNAP23 SOCS1 SPINT2 SPTSSA STK25 SUN2 SUPT4H1 TADA2A TADA3 TAF1A TARBP1 TBP TCFL5 TFIP11 TIMELESS TNFRSF8 TRAF5 TRAIP TUBB TUBB2A TUBB4A TWIST1 UFD1 UPF1 VEGFB WDR37 XPNPEP1 ZBTB1 ZNF175 ZNF273 ZNF3 ZNF423 ZNF428 GSE29949_CD8_POS_DC_SPLEEN_VS_MONOCYTE_BONE_MARROW_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29949_CD8_POS_DC_SPLEEN_VS_MONOCYTE_BONE_MARROW_DN ABCD3 ACADS ACR ADAM5 ALDOC ANP32E ANXA11 AP3S1 APOOL ARHGAP25 ARL1 ARL6IP5 ASNS ASS1 ATG12 ATP1A2 ATP8B1 BAG6 BCAT1 BCL3 BICD2 BMP3 BNC1 BTBD3 BYSL C11orf58 CARS1 CASP9 CBARP CBLB CCN1 CCT8 CD28 CD48 CDH2 CDH3 CEBPB CEBPG CENPI CHRNA2 CITED2 COPB1 COX4I1 CPNE1 CREM CST7 CXCL2 DCAF11 DHPS DTNB DTX4 ECI1 ECM1 EFNB3 EGR4 EIF1 EIF2S2 EIF4EBP1 EIF4H ELF4 ELK1 ELP4 ERP29 ETV4 FGFR1 FKBP5 FLI1 FLOT1 FST FTL FXN FYN GABRA6 GALNT3 GBP2 GFER GIP GPR65 GRAMD1B GRK3 GRM1 HAX1 HDAC4 HMX1 IBTK IER3 IFI35 IL12RB2 IL18R1 IL1R1 IMPA1 IQCE IRAG2 ISG20 ITPR1 KCNJ1 KCTD2 KLF6 KLHL9 LAG3 LASP1 LRP4 LRRN3 MAP1LC3B MAPKBP1 MDC1 MIA2 MKRN1 MNAT1 MPO MRTFA MTHFS MTIF2 MTUS1 MUTYH MYRF NACA NAMPT NCAM1 NEFL NEK9 NFKBIL1 NONO NR2F6 OPHN1 OSR2 OSTF1 OVGP1 OXA1L PEX10 PHC2 PIK3C2G PLCD1 PLK4 PMF1 PMM1 PMPCB PNOC PPM1B PPP1R12A PPP2R3A PRKAA1 PRKAR1B PRKX PRKY PRNP PRSS12 PSG11 PYROXD1 RBBP8 RCN1 RDH16 RIOK3 RMND5A RNF113A RNF187 RPL19 RPL27A RPS17 RPS23 RPS27 RRM2 RYBP SASH3 SATB1 SCML2 SERINC5 SERPINB8 SERTAD2 SH2D1A SHMT2 SI SIK3 SLC30A4 SOX1 SP100 SP140 SSTR5 ST6GAL1 ST8SIA4 STAG2 STAM2 STK10 STX4 SYNE1 TM4SF1 TMEM123 TMEM63A TMOD1 TNFSF8 TP53BP2 TUBGCP3 UBE2H VAMP7 ZBTB48 ZBTB7B ZNF184 ZNF7 ZNF85 GSE29949_CD8_POS_DC_SPLEEN_VS_MONOCYTE_BONE_MARROW_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29949_CD8_POS_DC_SPLEEN_VS_MONOCYTE_BONE_MARROW_UP ABCG1 ACSL3 ADAR AGER AHNAK AMELY ANAPC15 ANGPT1 AP2B1 APOBEC3C ARF3 ARSL ATP1B1 ATP2B1 AURKC AVPR2 BAAT BASP1 BTBD8 BTN2A1 C4BPA CADPS CALD1 CAMP CAPG CCL22 CCL5 CCR4 CD101 CD3D CEACAM4 CHD3 CLIP2 CLIP3 CLUL1 COL15A1 COL16A1 COL4A4 CRADD CRX CRY2 CSRNP2 DAZL DDB2 DDX11 DDX19B DEDD DIDO1 DIXDC1 DPF1 DSC3 DYRK3 EFNB1 EFS EHHADH EPHB3 EPOR ERI2 EXT2 F9 FCGR2B FLNA FLT1 FMO3 G6PC1 GAB1 GARRE1 GM2A GNGT1 GRIK2 GSN GTF2E1 H2AC6 H2BC21 HCG4 HHEX HLA-DOB HLF HOXB1 IFNA6 IGSF6 IKBKG IL13RA2 IL1RN IRF3 IRF6 ITGA4 ITGAE JADE3 KCNA5 KCND2 KCTD17 KDELR2 KDSR KIAA0087 KIF3B KLRG1 KRT33A LCN1 LGALS9 LHCGR LIPF LITAF LMNA LRBA M6PR MAGEB3 MEGF9 MEP1A METTL1 MGA MGST3 MICAL3 MITF MKNK2 MLF1 MRAS MRC2 MRPL49 MYL5 MYL6 MYO9B NAT2 NBEAL2 NCAPH2 NCF2 NCF4 NEDD8 NOP2 NT5E OCLN ODC1 OPRK1 OSBPL3 PACS2 PCYT1B PDE8B PDGFB PDS5B PIP4K2A PITPNB PLOD2 PNLIP PNP PPP1R12B PPP2R5D PRELID3A PRICKLE3 PRM1 RABL3 RALB RDX RERE REXO5 RGS16 ROM1 RORB RPS6KA4 RUBCN SACS SAMM50 SEPTIN2 SERPINB10 SERPINB6 SF3B4 SLC19A2 SLC25A11 SLC26A3 SLC4A7 SMARCD1 SPINT2 SRCAP SRI SSNA1 STK38 STMN1 STX8 STXBP1 SUSD6 SYCP1 TAF13 THY1 TJP3 TLL1 TMEM109 TPM1 TRIAP1 TSR2 TUBB TUBB4A TYMP USP6NL VAMP8 VNN1 ZFHX3 ZNF133 ZNF423 GSE29949_DC_BRAIN_VS_MONOCYTE_BONE_MARROW_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29949_DC_BRAIN_VS_MONOCYTE_BONE_MARROW_DN ABCB11 ABTB2 ACR ADAM21 ADCY2 ADCY9 AFP AGTR2 ALDH1L1 ANGEL1 APOA4 ARHGAP45 ARL1 ASS1 ATM ATP10D BAK1 BBIP1 BCAT1 BCL3 BTBD3 CACNA1B CACNB2 CAPN7 CASP4 CASQ2 CBARP CCS CD27 CD36 CD38 CD48 CD59 CEACAM1 CEBPE CITED2 CLCA1 CLCN2 CNTFR COL9A1 COLGALT2 CPNE1 CST6 CST7 CYP2C18 DEPP1 DHH DNAJB12 DNASE1L3 DTNB DTX4 DUSP8 ELAVL4 EPHB1 EPHB3 FABP2 FAM161A FDX1 FGL1 FOXN2 FST FTL GAMT GIP GMFG GPR12 GPR6 GRB14 GRK3 GRM7 H1-4 H2AC17 HBP1 HCG9 HDAC4 HEXIM1 HIPK2 HNF1A HSPH1 IFI6 IFITM3 IFT27 IGHM IGLV3-25 IL13RA1 IMPA2 IRF8 ISG15 JAG1 KCNJ13 KDM5C KDM7A KHDRBS2 KITLG KLF12 KLF4 KNOP1 KRT75 LEFTY2 LMO4 LORICRIN LRIG2 LRRC14 LRRN3 LTB LYPD1 LYST MAGEA4 MAML3 MAPKBP1 MBD1 MC1R MEIS3P1 MGST2 MMP10 MOK MOXD1 MSMB MUC1 MX2 MYT1L NAT9 NEBL NFKBIL1 NGFR NKX2-2 NMI NOL3 OTC P2RY2 PARP4 PAX3 PBXIP1 PCDHA13 PDLIM7 PFKFB1 PGM3 PLA2G15 PLA2G7 PLCB4 PLCD1 PLCH2 PLLP PNLIPRP1 PNPLA2 POFUT2 PPARA PPM1F PPP2R3A PPP3CA PRODH2 PROM1 PSMF1 PTCH1 PTGER2 PTPRJ RAMP1 RBM15B RCN1 RFNG RHBDD3 RMND5A RNF113A RPS6KA1 RPUSD2 RSC1A1 RUNDC3A S1PR4 SAMD14 SCGB1D2 SENP6 SERPINE1 SHB SLC15A2 SLC27A2 SLCO1B1 SMPDL3A SNCA SPINT3 SPRR1A SRD5A2 STX11 SWAP70 TEK TMEM123 TNFSF10 TNFSF8 TRAF4 TRAP1 TRH TRPC2 UGCG UHRF2 USP13 WIPI1 ZBTB7B ZKSCAN4 ZNF101 GSE29949_DC_BRAIN_VS_MONOCYTE_BONE_MARROW_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29949_DC_BRAIN_VS_MONOCYTE_BONE_MARROW_UP ABR ACADVL ACD ACOT8 ACSL1 ACVR1 ADCY7 ADD1 AHNAK AMPH ANKS1A AOAH ARF3 ARHGAP11A ASCC2 ATG4A ATP1B1 ATP2B1 ATP5F1A ATP6V0A2 AURKC BAG5 BASP1 BATF BEAN1 BMP4 BYSL C11orf58 CAPG CAPN2 CBFB CCL5 CD2 CD47 CDIPT CHRNA6 CLASP1 CLUL1 CNN3 COL4A4 COL6A3 CSRNP2 CTNS CXCR3 CYBA CYLD CYP2B7P DGAT1 DIDO1 DIXDC1 DNAJC7 DPYSL2 DUSP6 EFNB1 EHHADH EMC1 ERCC1 ERG28 ESYT1 ETFB EXD2 F9 FAM193A FAM89B FLNA FOXO1 FUT8 GAB1 GALK2 GATA3 GCNT1 GNAI2 GNG5 GSTO1 GTF2E1 GTF2H5 H4C2 HARS2 IKBKG IL10RA IL1RAP IL2RB INE2 ITGA4 ITGAE JAK3 KDELR2 KDM2A KIF14 KLF7 KLHDC3 KRT13 LARS2 LGALS1 LRP5 MAP3K14 MAPK1 MAPK14 MBTPS1 MCM7 MEGF9 MGST3 MICAL2 MKNK1 MMUT MYH9 NADK NBEAL2 NF1 NFX1 NKG7 NORAD NRDC NSD2 NTRK1 PAK1 PDS5B PF4 PHYH PIEZO1 PIP4K2A PIWIL1 PKIA PLA2G4C PLCB3 PLIN3 PLOD2 PLP2 PMF1 POLD2 PRAF2 PSD4 PTPRA QSOX1 RAB5A RALB RBM14 REEP5 REXO5 RGS16 RGS19 RRS1 RSU1 RYBP S100A11 SACS SAMM50 SATB1 SCEL SCN9A SERPINB6 SETD4 SIPA1 SKAP2 SLC16A1 SLC17A4 SLC20A2 SLC25A14 SLC35B1 SLC39A14 SLC5A3 SMAD2 SMARCE1 SMCHD1 SNAP23 SOCS1 SPART SPINT2 SRD5A1 SS18 STAM2 STK17B SULT2A1 SUSD6 SYNJ2 SYT11 TAF5L TASOR TAX1BP1 TM9SF2 TP63 TRBC1 TRIP13 TRMT1 TSC2 TUBB TUBB2A TUBGCP3 UBE2I UBE2V2 UCN UPP1 VAMP8 VAT1 VIPR1 VLDLR XYLT1 ZHX3 ZNF160 GSE29949_MICROGLIA_BRAIN_VS_CD8_NEG_DC_SPLEEN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29949_MICROGLIA_BRAIN_VS_CD8_NEG_DC_SPLEEN_DN AASS ABCD2 ACHE ADAM2 ADD2 ADGRB1 AFF3 ALOX15B AOAH AP2A2 ARL4D ASIC2 ATM AURKB BAMBI BCL2 BCR BRAF BRINP3 C11orf80 C4BPB CACNG1 CASQ2 CCN5 CCT6B CD180 CD70 CD79B CDC14B CDC42EP1 CDH1 CDH22 CDKN2D CEMIP CHAF1B CLCN5 CNTFR COL13A1 COMMD4 COX17 COX20 CRCP CTNND1 CXCR2 CYBB CYP17A1 CYP3A5 DAPK2 DDAH1 DLK1 DMD DNAH9 DRC3 EML2 ETV2 EXT1 FAM234B FAM53B FETUB FKBP1B FLT1 FMO1 FMO4 FNDC3A FOXH1 GDF15 GFAP GNG11 GPER1 GPR143 GPR3 GREB1 GRIN1 GRK3 GSTA2 GTPBP10 HAX1 HCG4B HFE IFNA16 IL1RL2 ING2 IQSEC3 ISLR ITCH KAT7 KCND1 KCNJ10 KCNJ5 KCNJ6 KCNN1 KIF1C KLHL18 KLRA1P KPNA1 KRT16 KRT81 KRT9 KRTAP5-9 L1CAM LAG3 LAMA2 LCT LEP LFNG LPAR2 LSR LTA4H MAP3K10 MAP3K3 MCF2L MMP19 MT1F MT4 MYH7 MYLK MYO1B NCR3 NEUROD2 NFATC3 NKX3-2 NR1I2 NRXN3 NTF3 NTN3 PART1 PCDH9 PCGF3 PDE8A PDLIM1 PEX12 PHLDA1 PKLR PLA2G4C PLEKHA6 PLP1 POLR3G PPFIA3 PPM1E PPOX PRAMEF2 PRKN PRPF19 PRRX1 PSD3 PTGER2 PXDN PXN RAB30 RANBP6 RASSF9 RBBP5 RCBTB2 REST RGS12 RGS4 RHOC RNF185 RRN3 RUFY3 SAPCD1 SCN7A SCNN1A SEC24D SEC61A1 SELENOW SERPINB2 SLC12A4 SLC22A6 SLC24A1 SLC30A3 SLC31A2 SLC6A8 SMAD9 SMO SP4 SPC25 SPIB ST3GAL1 SULT2A1 TCP10L3 TFF3 THRA TIMP3 TJP1 TMOD1 TNN TNP1 TRAM2 TSPAN1 UHRF2 VAMP1 VENTXP7 VSNL1 VSTM4 WDR77 ZFP69B ZNF80 GSE29949_MICROGLIA_BRAIN_VS_CD8_NEG_DC_SPLEEN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29949_MICROGLIA_BRAIN_VS_CD8_NEG_DC_SPLEEN_UP ABCA1 ABCC10 ADAMTSL2 ADH1B AHR AKAP9 ANKRD12 ANO3 APOBEC3C APOBEC3G ARF3 ARFIP1 ARL4A ASIP ATP1A2 ATP2B1 ATP2B2 B3GALT5 BASP1 BAZ1B BMERB1 BMPR1A CA5A CACNA1S CAPG CCL15 CCL20 CCL5 CCNT1 CD200 CD79B CD83 CELSR2 CFTR CHN1 CHUK CNNM2 CPN2 CPSF1 CRIP1 CROT CSN1S1 CUL2 CXCR3 DGKB DIXDC1 DOK1 DPH2 ECM2 EDEM1 EGR1 EIF2B4 EIF3A EML3 EPB41L3 EPHA1 EPYC ERCC2 ERF EVI5 F12 FCGR3B FGG FLNA FMO5 FRY GABRE GADD45G GALNT2 GCNT1 GPR176 GPR45 GPRC5B GRIN2B GUCY1A1 HBE1 HMG20B HMGA2 HNF1B HPS1 HRH1 HSD17B10 HSPA2 IGHV3OR16-13 IL11 IRF6 ISG15 JCAD KCNN3 KLHL25 KLKB1 KLRA1P KRT1 KYNU LAPTM4B LARP7 LEP LGALS3 LGALS8 LIFR LMO2 LOXL2 LPL LSS LTB MET MGST3 MMP13 MMP20 MMP7 MOCS3 MPZ MTCL1 MTMR2 MTMR6 MX1 MYO5A MZF1 NCR1 NDRG2 NEB NINL NPR2 NPTX1 NR4A1 NT5E NUMB PALS2 PDGFRL PGC PHKG2 PIR PMPCA POLR2F POM121L1P QKI RAB22A RBPJ RFPL3S RGS16 RIMS3 RNF103 RPS21 RUVBL1 RWDD2A SCN9A SDC4 SELENOW SEMA3D SERPINA5 SGCG SKIL SLC25A17 SLC34A1 SLC39A14 SMAD9 SORT1 SP4 SPAM1 SPINT3 SPRR1B SPTSSA ST7 STAC STARD3 STON1 SV2A SYCP1 TATDN2 TBL3 TNFRSF1B TNFSF12 TNFSF14 TOMM34 TOX3 TRIP4 UBA1 UGT2B15 ULK2 UNC13B UPK1B UPP1 USP12 UTP20 VPS11 VPS13A VSNL1 ZFP36L2 ZNF165 ZNF208 ZNF37A ZNF510 ZNF529 ZNF629 ZNF688 GSE29949_MICROGLIA_BRAIN_VS_CD8_POS_DC_SPLEEN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29949_MICROGLIA_BRAIN_VS_CD8_POS_DC_SPLEEN_DN ABCC9 ABCD3 ADAM28 ALOX15B ANGPT1 ANK1 ANXA1 APBB1 APOA1 APOC1 APOL1 ARSF ART4 ASAP2 ATP7B BAP1 BTC C5 CADM3-AS1 CASQ2 CCDC181 CCL17 CCR3 CD38 CD47 CD8B CDH19 CDH22 CDKN2D CEACAM5 CEACAM7 CENPI CERNA1 CHRD CHRND CLDN4 CRYBB3 CTDP1 CTNND1 CTNND2 CXCL12 CXCL9 DGKQ DLGAP2 DRD3 DSC2 DSG3 EPO ESRRA EXPH5 EXT1 FBP1 FCER2 FCGR3A FETUB FLRT1 FMOD FOXF2 FRMPD1 FZD7 GAB1 GAB2 GABBR2 GATA6 GBX2 GCNT2 GFI1 GFRA2 GJB1 GNA15 GNAZ GNRH1 GP5 GP9 GPR183 GREB1 GRK3 GRM7 GUCY1A2 H2AP H3C10 HPCAL1 HSD17B6 IER2 IFNA5 IGF1 IL10RA IL1RL2 IL24 IMPDH1 IP6K1 ITCH LAMB3 LAMC1 LCT LDB3 LINC00837 LIPC LSS LY86 MAP3K14 MAPKAPK3 MATN2 MBOAT2 MDM2 MGAT5 MKRN1 MMP11 MT1X MT4 MXRA5 MYBPC3 MYO1E NEUROD2 NFATC3 NFIL3 NMU NOL3 NPY NR1H3 NR1H4 NUAK1 OIP5 P2RY2 PCDH1 PCDHGA8 PDZK1IP1 PHKA1 PKLR PLA2G4C PLCL1 PPARG PPFIA2 PPOX PPP1R12B PPP1R16B PPP1R37 PRAMEF2 PTH PTK7 PTN RAB30 RAB35 RAMP2 RASGRP3 RASSF9 RBBP8 REG1A REST RGS14 RHOBTB1 RLN1 RNASE1 RRM2 RRN3 RSAD2 S100A12 S100P SATB2 SDS SELENOW SEMA3F SGCA SGCG SLC12A5 SLC17A2 SLC19A1 SLC4A3 SLCO1A2 SLCO1B1 SMR3B SP140 SPC25 SPINK4 SPINT2 SRD5A2 TBC1D1 TCP10L3 TDO2 TNFRSF14 TNNC2 TP53TG1 TPM1 TRAIP TRAM2 TRIB1 TRIM58 TRPC1 TTLL12 TTLL4 TUBB4B TWIST1 USH2A VPS41 ZBTB7A ZKSCAN7 ZNF10 ZNF169 ZNF8 ZNF80 GSE29949_MICROGLIA_BRAIN_VS_CD8_POS_DC_SPLEEN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29949_MICROGLIA_BRAIN_VS_CD8_POS_DC_SPLEEN_UP ABCB7 ABTB2 ACSL1 ACSL4 ACYP1 ACYP2 ADA ADARB1 ADGRE5 ALKBH1 ANGEL2 APOBEC3B ARHGAP1 ARHGAP5 ATF3 ATG14 ATP1B1 ATP8A1 B4GALT4 BARD1 BASP1 BCL6 BCL7A BHLHE40 BMP2K BPGM BTN3A2 CA2 CCDC28A CCL20 CCR7 CD2 CD27 CD48 CD58 CD6 CD83 CD9 CDK17 CDKN1A CEP170 CGRRF1 CKMT2 CLK2 COG5 COL6A3 COX7A1 CPD CPSF6 CTSL CYP51A1 DCAF8 DDX17 DHRS3 DHX8 DMXL1 DNAJC6 DZIP1 EED EIF4G3 ELP1 EPHB6 EYA1 FAM3C FLNB FMR1 FOXC1 FOXO1 FXR1 GAPDH GATM GDE1 GEM GGCX GNG5 GPD2 GSTO1 HBEGF HES1 HIVEP1 HLTF HS2ST1 ID3 IFNGR1 IGF2R IGFBP4 IL16 IL1RL1 IL23A IL6 INPP5F IRF1 ISCU JAK2 JUN KHDC4 KRT19 LAPTM4B LITAF LPL LPXN LSR MAP2K4 MAP3K4 MAPKAPK5 MBNL2 MDFIC MINPP1 MMD MMP8 MOGS MSL3 MTMR1 NECTIN3 NFIA NFKBIE NPTX1 NR3C1 NR4A2 NUMB OPCML OSER1 PAQR3 PASK PATZ1 PCDHGA12 PCSK1 PDE3B PDE4B PDE8A PDHA2 PDXK PFKM PGAP1 PI4K2A PLAGL1 PLCB1 PLP2 PLS3 POLA1 POLD3 PRDX3 PTK2 PTPRO PTTG1 RAB29 RBM19 REL RFTN1 RGS10 RGS16 RNF103 RPL37A SEPTIN6 SERPINB8 SERPINE2 SF3A1 SKIC8 SLAMF1 SLC1A4 SLC27A2 SMS SMURF1 SNX4 SPAG6 SPTLC2 STK25 STK38L SUSD6 SYNGR3 TCEAL1 TEX261 TGIF1 TIMP1 TLL2 TM9SF1 TMEM268 TNFRSF10B TNFRSF9 TOX3 TRAF1 TRAK1 TSC22D1 UBE2E3 UBE2K UBFD1 USP34 VOPP1 VPS13D ZBTB18 ZEB2 ZNF135 ZNF140 ZNF143 ZNF189 ZNF266 ZNF318 ZNF84 ZW10 GSE29949_MICROGLIA_BRAIN_VS_MONOCYTE_BONE_MARROW_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29949_MICROGLIA_BRAIN_VS_MONOCYTE_BONE_MARROW_DN ADGRE5 ANP32E AP1S2 APOBEC3B APOM APOOL ARG2 ASTN1 ATF3 ATG14 ATM ATP6V1B2 B4GALT4 BAZ2B BCL6 BPY2 BRD8 BTF3P11 BTN2A1 C7 CARD8 CCDC28A CCL20 CCNG1 CD226 CD27 CD48 CD6 CD9 CENPC CLEC2B CLPX COX7A1 CREBBP CSRP3 CTBS CXCL2 DDX52 DHRS3 DHX8 DNMT1 EBAG9 EMC2 F13A1 FABP5 FAM216A FANCI FBP2 FRY FUT2 GAPDH GBP2 GCSH GDE1 GEM GEMIN4 GGA3 GGPS1 GK GNG5 GPM6B GPR65 GRM1 GTF2H2 GTF2H5 HACD2 HCP5 HLTF HMGN3 HNRNPH1 HNRNPM IARS2 ID3 IFI16 IFI44 IFNGR1 IFT27 IGF2BP3 IGF2R IGFBP4 IL23A IL6 IRF1 ISG15 ITM2A JAK2 KPNA1 LECT2 LGI1 LONP2 LPIN2 LPL LYST MAP2K4 MBD1 MDFIC MFAP3 MMP8 MTR NCOA6 NDUFB6 NDUFS4 NEDD4 NFKBIE NPM1 NR4A2 NUCB2 NUMB ORC4 OSGEP PDE4DIP PDE8A PDIA4 PDS5B PEX3 PGAP1 PGAP2 PGGT1B PIK3CG PIK3R3 PIM2 PLAG1 PLS3 PLSCR1 POLG2 POU2AF1 PPFIA2 PPP1CC PPP3CB PRDX3 PRIM1 PRPS2 PRR3 PSMA5 PSME2 PTTG1 RAB22A RAB29 RASA1 RB1 RBBP8 RBM19 RCHY1 REL RFPL3S RHOH RPL37A RPS16 RPS27A RPS28 SAT1 SDHD SERPINB8 SERPINE2 SF3A1 SIAH2 SLAMF1 SLC25A12 SLC25A14 SLC25A17 SLC27A2 SMAD3 SNRPE SP100 SPAG6 SPP1 SRP9 SULT1C2 SUMO3 SYNGR3 TAF12 TAF15 TAF1B TGIF1 TLL2 TNFAIP1 TNFRSF10B TOPBP1 TRAF1 TRAF6 UBE2K UBE2L6 UGT8 UNC50 USP34 UTP25 VPS13D VPS8 VWA8 WASL ZBTB1 ZBTB14 ZEB2 ZNF143 ZNF195 ZNF211 ZNF273 ZNF318 ZNF473 ZNF84 GSE29949_MICROGLIA_BRAIN_VS_MONOCYTE_BONE_MARROW_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29949_MICROGLIA_BRAIN_VS_MONOCYTE_BONE_MARROW_UP ABCD3 ACTC1 AFAP1 AGPAT1 AGR2 AKR1D1 ALOX15B ANXA1 APOB AREG ATP2A3 ATP2B4 ATP7B BAAT BATF BTC C5 CA6 CALCOCO1 CAND2 CAPNS1 CD47 CD80 CD8B CDH22 CDKN1C CFP CFTR CHRNA6 CHST10 CLBA1 CRHBP CRYBB3 CSF1 CTDP1 CTSL CYP2B7P DEFA5 DEFA6 EFNA1 EHMT2 EIF5A ETV1 EVI5 EXPH5 EXT1 EXTL1 FAM50B FCER2 FOXD1 GAB2 GABRR1 GFI1 GNA15 GNAZ GNRH1 GPR135 GPR176 GPR183 GPX4 GSTM3 GYS2 HFE HLX HNRNPD HOXD8 HPCAL1 HSD11B1 HSD17B3 HSD17B6 HSF2BP HTT IER2 IGFBP2 IL10RA IL24 IMPDH1 INSL4 JCHAIN KCNC1 KEAP1 KLC1 KLRD1 KRT32 LDOC1 LEPR LGI1 LILRB4 LINC00588 LINC00837 LRP2 LY86 MAB21L1 MADD MAGEB3 MANBA MAPKBP1 MAPT MDM2 MEOX2 MPPED2 MXD1 MXRA5 MYH6 MYO16 NAA80 NACC2 NAGLU NCF2 NDEL1 NEBL NEMF NEUROD2 NFASC NFATC3 NFIL3 NPAS2 NR0B2 NUP62 OPRM1 ORC1 P2RY2 PAGE1 PDIA2 PDXK PHKA1 PINLYP PLCL1 PLK2 PNLIPRP1 POM121L1P PPARG PPIC PPP1R16B PRKAR2A PRKCA PTGDR PTGER2 PTK7 RABL3 RANBP9 RASSF9 RBM42 RHOBTB1 RPL39L RRM2 RSAD2 S100P SALL1 SCCPDH SDC2 SDS SELL SEMA3D SEMG2 SERPINA7 SERPINB10 SFTPB SGCG SHANK2 SLC12A1 SLC12A5 SLC19A1 SLC22A4 SLC26A3 SLC7A5 SMR3B SOCS1 SOX9 SPINT2 SRD5A2 SRGAP2 STARD3 STOML1 TBC1D1 TDO2 TFEB TMPRSS11D TNFSF9 TNNI1 TRADD TRAM2 TRIM28 TTLL12 TUBB4B TWF2 TWIST1 UBL3 UNC93A USH2A VIPR2 WASF2 YJU2 ZBTB7A ZER1 ZNF10 ZNF169 ZNF629 ZNF711 GSE29949_MICROGLIA_VS_DC_BRAIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29949_MICROGLIA_VS_DC_BRAIN_DN ABCB11 ACADS ADAM12 ADCY2 ADGRG2 ADORA2A ALDH1L1 ALG13 AMOT AMPD1 ANKRD40 ANKRD7 ARAP1 ARPC1A ART4 ATG9A ATP4A ATP6V1H BCL6 BLNK BMP3 BMP5 CACNA1S CACNB1 CACNB2 CASP8 CCL13 CCN1 CD38 CD59 CDIPT CDK5R2 CDKN1B CEP162 CFHR4 CHRND CHRNE CLDN5 CNTN6 COL18A1 COL4A6 CRADD CREB5 CTBP2 CXCL3 DEDD DEPP1 DHH DLC1 DLGAP1 DSG3 DTNB EGF ELAVL4 ENPEP ERN1 ERVW-1 FAM161A FCGR3A FERMT2 G0S2 GAD2 GADD45B GAPDH GCNT2 GEMIN4 GMDS GNG4 GPX3 GRIK1 GRK3 GZMK H1-4 H2AP HBZ HIPK2 HLA-DQB1 HSD17B1 HSD17B3 HSPB2 IAPP IFNG IGLV3-25 IL33 IL7R IRF7 ITGB6 ITGB8 JRK KAZALD1 KCNQ1 KDM5C KLK7 KRT75 KRT81 LAG3 LBP LCT LGMN LMO4 LRIG1 LYL1 MAMLD1 MAP1A MCCC2 MINAR1 MMP10 MMP15 MTCP1 MTIF2 MUC1 MYBPC2 MYRF N4BP2L2-IT2 NAALAD2 NEB NFKBIL1 NINJ1 NPPA NPY1R NR4A2 NRG2 NUCB1 NUFIP1 OCRL OLFM1 OPHN1 OVGP1 P2RY14 PAX6 PBXIP1 PCDH1 PCDHA9 PCNX1 PFKFB1 PGM5 PLA2G6 PLCH2 POFUT2 POU4F1 PPFIBP2 PPP1R3D PRKACA PRKCB PROM1 PRUNE1 PSG11 PTPN2 PVT1 PXDC1 PYROXD1 RAB29 RAB3B RAD52 RBP4 RFNG RFPL1 RLF S1PR4 SCG5 SELP SERPINA6 SERPINB8 SERPINC1 SERPINE1 SERPING1 SFRP4 SHANK2 SHROOM2 SLC16A7 SLC27A2 SLC30A4 SLC6A4 SMAD3 SMPDL3A SOCS3 SPAG9 SPINT3 SREBF2 ST8SIA4 STX11 SYNGR1 TACR1 TFPI2 TGFBRAP1 TIMM44 TMED1 TNFSF10 TNFSF8 TRIM21 TRIM25 TTLL5 USP8 VIPR1 WDR13 ZBTB17 ZBTB48 ZBTB7B ZNF592 GSE29949_MICROGLIA_VS_DC_BRAIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE29949_MICROGLIA_VS_DC_BRAIN_UP ABHD5 ACAA2 ACSL1 ADAM19 ADAM9 AGPAT1 AGR2 ALG13 ALKBH1 ANK2 ANKRD26 ARPP19 ASGR1 ATF3 ATP1B1 ATP2A1 BASP1 BBC3 BHLHE40 BMP2K BMPR2 CA2 CAMSAP2 CBFB CCHCR1 CCL20 CCN6 CCND2 CD2 CD3D CD44 CD58 CD6 CD79A CDKN1A CEACAM6 CHD8 CIC CLDN3 CLTCL1 COBLL1 COG4 COL18A1 COL6A3 COX7A1 CPVL CREBZF CRISP2 CSTF2T CTDP1 CTSL CXCR5 DDIT4 DDX39A DEPP1 DHX8 DLAT DNAJC9 DYRK3 DZIP1 EIF1 EIF3A EIF4E ELL2 EPHB6 F5 FAM169A FAM89B FLII FLOT2 FMR1 FURIN FXR1 G3BP1 GADD45G GCHFR GDI2 GEM GIT2 GNMT GNPDA1 GOT2 GPX4 GRB10 GSPT1 GSTO1 GYS1 H1-2 H1-4 H3-3B HAUS3 HBEGF HLTF HMX1 HOXA11 HOXA4 HUWE1 HYAL1 IER2 IFNA1 IFNGR1 IGFBP4 IHH IL1RAP IL6 JTB JUN JUNB KALRN LAPTM4B LAPTM5 LCP2 LGI1 LIF LIG4 LIPT1 LOXL1 LPGAT1 LRPPRC LTBP4 MAB21L1 MAP2K4 MAP3K4 MAP4 MARCHF2 MDFIC MINPP1 MKNK1 MYC NECTIN3 NEFM NGDN NR0B1 NR0B2 NR4A1 OLR1 OSBPL8 PARP1 PDXK PHLPP2 PLD3 PLP2 PPM1B PPP1R2 PRDX1 PRPF3 PRRC2B PTPN21 PTPN22 PTPRR RAB11FIP3 RALGAPB REL RET RGS16 RRP12 S100A10 SBSPON SEC62 SERPINB10 SHOX2 SLA SLAMF1 SLC35D2 SLC7A5 SLC7A6 SMARCA1 SOD3 SOX4 SPHK2 SREK1 SRP54 SS18 SSPN SSUH2 SSX2IP STRAP SUSD6 TACSTD2 TATDN2 TGFB1 TGIF1 TIAM1 TLE4 TNFAIP8 TNFSF11 TNK2 TPD52L2 TRPC6 TUBA4A UAP1 UBTF VDR VGLL4 WWC1 YIF1A ZNF267 ZNF460 ZW10 GSE30083_SP1_VS_SP2_THYMOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE30083_SP1_VS_SP2_THYMOCYTE_DN AADAT ABCA1 ABCD1 ACAP1 ADAMTS6 ADAMTSL2 ADD3 ADH1C ADM2 ADORA1 AK7 AKR1C2 AKR1D1 ALAS1 ALS2CL AMPD3 ANK2 ANKRD23 AP1G2 APPL2 ARHGAP20 ARR3 ASB5 B4GALT5 BICDL2 BNIP5 C19orf12 C1QL2 C22orf23 C2orf80 CA5A CAST CCKBR CCND2 CCR3 CD86 CDX4 CHRNG CLDN22 CMPK2 CNMD CPEB4 CRMP1 CSNK1G3 CSRP3 CYP4V2 DENND2D DHX58 DNAH5 DNAH8 DNAI2 DTX3L E2F7 EGFR ELOVL7 ENO3 ENSG00000286190 EPHA5 ESYT1 FAAH FAP FGF12 FGF18 FOLR2 FUT1 GBP6 GPR135 GPRIN2 GRAMD4 GRIN3B GRM8 GSTM1 HAS3 HERC6 HMX3 HOXC4 HOXC8 HVCN1 IFI44 IFIH1 IFT80 IGFBP4 IGFLR1 IGSF11 IL17RA IRF9 IRGM ITGAM ITGB7 KCNA6 KCTD14 KDM4D KHDRBS3 KHNYN KIAA1522 KLF14 KLHDC1 LASP1 LDLRAP1 LHX6 LITAF LMNTD2 LRRC75A LSAMP LYPD8 LZTR1 MAGEB16 MAP2 MB MGAT4EP MLC1 MLYCD MMP11 NDRG3 NLRC5 NR1I3 NRN1 OAS2 OSBPL10 OSCAR OSM PANX1 PARP11 PARP14 PAX5 PCDH7 PCK2 PDE3B PDK4 PELI1 PKP4 POU3F2 POU4F3 PPIP5K1 PPP1R3F PPP3CC PRR15 PRR16 PSD2 PTGER2 PTGER3 PTHLH PTPN22 PTX3 PXYLP1 PYROXD2 RASA3 RBMXL2 REC8 REG3A RGMB RGS16 RIMBP3C RP1L1 RPF2 SAMD9L SARM1 SCNN1B SDC3 SEMA4F SETX SLC16A13 SLC22A13 SLC25A12 SLC25A45 SLC44A4 SLCO6A1 SLFN5 SMURF2 SOX11 SPATA6L SPON2 SPTB ST3GAL5 ST8SIA6 STPG3 SYNE2 TANK TAP1 TBX5 TC2N TERT TEX19 TEX38 TMEM151A TMEM71 TMIE TNFRSF25 TNFRSF9 TNFSF8 TRAF5 TRIM34 TRIM66 TRPC4 TRPM1 TSPAN9 UGT8 VTN ZBTB7C ZFP41 GSE30083_SP1_VS_SP2_THYMOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE30083_SP1_VS_SP2_THYMOCYTE_UP ABCC5 ACY3 ADA AGPAT4 AICDA AIF1 ALDH2 ALDH3B1 ALDH7A1 ANGPTL2 ANXA10 AP3S1 APEX1 ARHGAP26 ARMCX6 AS3MT ATP6V1G2 B3GNT5 BAIAP3 BCL7B BLMH BMAL1 BPGM BYSL C1R C8G C8orf82 C9orf40 C9orf43 CACNA2D1 CALML4 CATSPERZ CBR3 CCDC86 CCR1 CD79B CDK20 CEP250 CHRNA9 CITED4 CKMT2 CLHC1 CNPY3 COPS8 CORO2A CWC27 CXCL10 CYTH2 DIPK1B DMWD DPM1 DYNLT5 EEFSEC EGLN3 ELOA ELP6 EMID1 ENO2 FABP2 FAM171A1 FAM43A FBLN2 FBXO8 FGF7 FLOT1 FOS FOXB1 FOXJ1 GAA GALE GGT7 GJB6 GLB1 GLIPR1L2 GNA15 GOLM2 GRIA4 GRK3 GSC GSS HACD1 HCN3 HDC HES1 HEY1 HFE HK2 ICAM1 IFT57 IGSF6 IL1R2 JPH1 KAT5 KCNK1 KRT76 LAMC1 LAPTM4B LHFPL3 LMCD1 LRRC42 LRRK1 LSS MAPK6 MARCKS MEDAG MRM3 MRPS30 MTF2 MYO1C MYOCD NACC1 NECAP1 NOP2 NR1H4 NUCB1 NUFIP1 NXN OPN1SW P3H4 PAFAH1B3 PAPLN PDGFRB PDZD11 PGAP3 PIGR PKIB PKNOX2 PLA2G12A PLEKHO1 PLK3 PLXDC2 PODXL2 POLR3H PPAN PPP1R15A PPP1R2P1 PPT1 PRKAR2B PRRT1 PRXL2B PTOV1 PTPN14 PTPRK RAB5A RALB RAPSN RASD1 RBM19 RBM22 REEP2 REN RNF130 RNF216 RNPEP RRS1 RTKN RWDD3 SAXO1 SCN4B SEMA7A SEPTIN4 SERTAD4 SGK1 SH3BP4 SHMT2 SLC2A4 SLC31A1 SLC3A2 SLCO4A1 SMARCE1 SMIM3 SNRNP35 SOWAHC SPRYD4 SPTY2D1 SPX STOM STRA8 SUPV3L1 TASP1 TBC1D13 TCF4 TCF7L2 TDRKH TIMD4 TMEM120B TMEM163 TMEM222 TNFAIP2 TRAT1 TRIB1 TSPAN6 TVP23A UBD USP11 VMA21 VPS18 ZDHHC22 ZFTA ZNF711 GSE30083_SP1_VS_SP3_THYMOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE30083_SP1_VS_SP3_THYMOCYTE_DN ABCD1 ABTB3 ACAP1 ACOX3 ACSBG1 ACSS2 ADD3 ADGRE5 ADH1C ALAS1 ALS2CL AMIGO2 ANK3 ANKRD26 APPL2 ARSB AVEN AXDND1 B4GALT5 BAZ1B C1QTNF2 C3orf52 C3orf80 C5 C5orf47 CALCOCO2 CARTPT CASTOR1 CCDC120 CCDC90B CD164L2 CD200R1L CDIPT CEP97 CERS6 CLCA2 CMAS COL9A3 CRLF3 CRMP1 CRP CTPS2 CTSW CXXC5 DAXX DGKA DMRT2 DNAH8 DNAJA4 DPPA2 DTX1 DUSP23 E2F7 EHBP1L1 ELOVL7 EMC9 EMP3 ENTREP3 ESYT1 F2RL1 FAM229B FAM234A FAM78A FBXL13 FBXO42 FCAMR FLT3LG GABRR2 GIMAP1 GJA3 GM2A GRAMD4 GUCD1 GUCY1A1 H1-4 HAS3 HERC6 HOXD4 HPD HVCN1 ICA1L IFI44 IFIH1 IFIT1 IFT80 IGFBP4 IGFLR1 IL13 IL17RA IL6R IQGAP1 IRF7 IRGM ITGB7 ITPR2 KCNC2 KCNE5 KIAA0586 KLF2 KLF3 KLHDC1 KLHDC2 LDLRAP1 LFNG LINC01973 LMNTD2 MAN1C1 MB MGAT4C MMP12 MRO MS4A6A NAT2 NCAM2 NCMAP NDRG3 NFATC3 NXPE3 NYAP1 OAS1 OAS2 OR5D18 OSTF1 PCED1B PDE3B PDE4B PELI1 PGP PHF20L1 PHYHD1 PIEZO1 PIGR PLEKHA2 PPP2R5A PSTPIP2 PTCHD3 PTGER2 PTS PTX3 PXYLP1 PYCARD QPRT RAB21 RAB3IP RAPGEF4 RASA3 RASGRP2 RBMXL2 RFLNB RHCG RIMS4 RNF135 RNF213 RP1L1 RRM2B S1PR1 S1PR4 SCN5A SELPLG SGK1 SGSH SHISA5 SHLD2 SIDT1 SLC25A12 SLC27A5 SLC35F5 SLC66A3 SLFN5 SMC4 SMPDL3A SMURF2 SQOR ST8SIA6 SYNE2 SYNPR TAS2R1 TBC1D1 TKTL1 TLR1 TMEM175 TMEM236 TMEM71 TMIE TMPRSS13 TNFAIP8L1 TNFRSF25 TNS4 TRAF5 TRIM34 TSPAN9 TSPO TXNIP USP18 VRK3 WSCD2 YPEL3 ZBTB16 ZBTB44 ZNF536 GSE30083_SP1_VS_SP3_THYMOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE30083_SP1_VS_SP3_THYMOCYTE_UP ABCB4 ABHD17C ABT1 ADAM9 AMN APEX1 ARMCX5 ARMCX6 ASB2 ATCAY ATF6 ATP23 BAG4 BEND7 BOD1 C19orf53 C1QTNF12 C5orf15 C8orf82 CALB1 CAMK2D CAMSAP1 CBX8 CCDC86 CCL25 CCL5 CCR1 CCR8 CCT3 CD81 CFAP97D1 CHL1 CLPP CNN3 COBLL1 COPS8 CRABP2 CRY1 CYP24A1 DIPK1B DRAM1 DUSP1 DUSP5 EIF3C ETV5 EXPH5 EXT1 FABP5 FAM110B FAR1 FTL GCA GET1 GET3 GNAL GOT1 GPR137B GPR153 GPS1 GPX4 GTPBP4 HEY1 HFE HHAT HIVEP2 HIVEP3 HLA-DOA HMGN3 HNRNPDL HS1BP3 HSD17B12 IER5 IFI27 IFITM3 IL1RAPL2 IPO4 ITK ITM2A IZUMO1R JUNB KCNK1 KLF10 KNOP1 KRTAP4-7 LAD1 LAMA3 LAMC1 LCMT1 LHFPL2 LMO2 MAGED1 MAPK6 MAST4 MMD MMP9 MRPL4 MRPL54 MRPS28 MRPS30 MTF2 MYO3A N4BP2L2 NAT10 NDUFA11 NDUFB2 NECAP1 NEDD4 NFKBIB NFKBID NOP2 NUCB1 NUDT15 NUFIP1 ODF3B OTUD6B PAXBP1 PDCD1LG2 PENK PHPT1 PIP4K2A PISD PKIB PNLIPRP1 POLR2E PON3 PPAN PRDX5 PRKCD PRR32 PTTG1IP PWP2 RAB8B RAD23A RAPSN REC8 RNF130 RPE65 RPRM SAR1A SF3B5 SFXN2 SLC35B1 SLC35D3 SLC37A3 SLC3A2 SLC5A6 SLC7A6 SMARCE1 SOST SPRED1 SPRYD4 SPTY2D1 ST3GAL2 STX11 SUPV3L1 SYTL2 TAF11 TAF7 TCF4 TCF7L2 TEX22 TFPI TFRC THBS4 TIMM13 TIMM22 TIMM29 TMBIM4 TMEM176B TNFRSF9 TNIP2 TPK1 TRIAP1 TRIB1 TSC22D1 TSPAN31 TSR2 TTC21B TTLL11 TUBA1A TUSC3 TXN2 UBTD2 UQCC2 UQCR11 UTP4 VPS18 VPS72 WDR4 WDR70 WDR74 XBP1 YES1 ZMPSTE24 ZNF608 ZNF821 ZNF879 ZNHIT1 ZNRD2 GSE30083_SP1_VS_SP4_THYMOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE30083_SP1_VS_SP4_THYMOCYTE_DN ABCA1 ABCD1 ABTB3 ACSBG1 ADAM19 ADAMTS20 ADCY7 ADD3 ADGRE5 ADGRG5 AHNAK AKR1C2 ALS2 ALS2CL AMIGO2 AMPD3 ANKH ANKRD12 AP1G2 APP APPL2 ARSB ATP10D ATP11B ATP8A2 B4GALT5 C19orf12 C3orf80 C5 CCDC102A CCDC88C CD200R1L CD44 CDIPT CLCF1 CREBL2 CRLF3 CRMP1 CRTAM CTSE CTSS CTSW CYB561A3 CYP4V2 DAPL1 DHDH DNAH8 DNAJA4 DPY19L1 DSE DTX1 DTX3L EHBP1L1 ENDOD1 ESRP2 F2RL1 FAAH FAM234A FAM78A FBXL13 GBP7 GDI2 GGT1 GM2A GNE GRAMD4 GUCD1 HERC6 HS3ST3B1 HVCN1 IER5 IFI44 IFIH1 IFITM10 IFT80 IGFBP4 IGFLR1 IKBKE IKZF3 IL17RA IL18R1 IL21R IL2RB IL6R INF2 IPCEF1 IRF7 IRGM ITGA6 ITGB7 ITPK1 KLF2 KLF3 KLHDC1 KLHDC2 KMT2A LDLRAP1 LMNTD2 LY75 MADD MAF MAN1C1 MANBA MAP3K5 MCTP2 MKNK1 MLYCD MS4A6A MYD88 NBEAL1 NCMAP NDRG3 NIBAN1 NLRC5 NOD1 NT5E NTRK3 NUP210 NXPE3 OAS1 OAS2 OASL PANX1 PARN PCED1B PDE3B PHYHD1 PIGQ PLEKHA2 PLEKHM3 PNPLA7 PPP1R21 PPP3CC PRKDC PRMT3 PTPN3 PXYLP1 RAB21 RAB3IP RASA3 RFLNB RHOQ RIPOR2 RNF115 RNF213 RNF32 RPRD2 RRM2B S1PR1 S1PR4 SAMD9L SCFD2 SELENOP SELPLG SEMA4F SESN1 SGK1 SGSH SHLD2 SIDT1 SLC12A7 SLC25A24 SLC30A7 SLC35D2 SLC66A3 SMPDL3A SMURF2 SNTB2 SPAG9 SPN SRGAP2 ST8SIA6 STAT3 SYNE2 TAP1 TBC1D1 TBC1D16 TBX21 TDRD7 TENT5C TGFBR2 TLR1 TMEM175 TMEM71 TMIE TNFSF8 TRAF3IP2 TRAF5 TRAFD1 TRIM34 TTC13 TTC27 TTC39B TTC7A UBASH3B VIT XDH ZBTB16 ZBTB25 ZNF536 GSE30083_SP1_VS_SP4_THYMOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE30083_SP1_VS_SP4_THYMOCYTE_UP AARS2 ABCC5 ABHD17C ACOT7 AGPAT4 AIFM1 AKAP1 ALDH7A1 ANKRD45 ANP32B AQP9 ARF1 ARHGEF17 ARHGEF6 ARMCX6 ASB2 ATXN10 ATXN7L2 BBS1 BCL7A BLMH BMF BYSL C1QTNF12 C5orf15 CAPN10 CBLC CBX1 CBX2 CCDC157 CCDC86 CCHCR1 CCSER1 CCT3 CD81 CDADC1 CDC25A CFAP69 CHL1 CILK1 CNN3 CNOT11 COQ4 CRY1 CTDSPL CTNNBIP1 CTXN1 CYP2A6 DDIAS DEDD DHCR24 DMWD DPM1 DYNLT5 EDARADD EMILIN1 ENO2 ENTHD1 EPHB6 ETV5 EVI5L F13A1 FJX1 FKBP1A FLT4 GABRB3 GET1 GHDC GLYAT GOLM2 GOT1 GPC1 GPHN GPR153 GPRASP3 GPS1 GTF3C5 HACD1 HCN3 HDAC3 HHAT HIVEP3 HNRNPDL HS2ST1 HSD17B12 IFT57 IFT81 ILF3 IRAK1BP1 IRF2BP1 ITM2A KCNMB2 KIFC3 KLF10 KLHDC4 L1TD1 LAMC1 LAPTM4B LARP6 LCMT1 LRP12 LRRC42 LSS LZTFL1 MAPK11 MAPK6 MARCKS MARCKSL1 MBOAT2 MCAM MEX3A MMP9 MTF2 MUC5B MYO6 NCBP2 NEDD4 NXN PADI4 PAK1 PDZD11 PLA2G12A PLA2G2A PLOD2 PPAN PPP1R2P1 PRPF19 PRR32 PSD3 PTDSS2 PTOV1 PTPRS QSER1 RAB27B RALB RAPSN RBM19 RBP7 REEP6 REPIN1 RPL7L1 RRP1 RRS1 RYR2 SATB1 SCN1B SEMA7A SERPINI2 SLC25A47 SLC27A1 SLC30A4 SLC35B1 SLC35D3 SLC45A3 SMARCC1 SMO SORD SOST SPATA6 SPRED1 ST3GAL2 STARD3 STRBP SYNE3 SYTL2 TCF7L2 TDRKH TMEM120B TMEM132A TMTC3 TNK2 TPK1 TRAF4 TRIB1 TSC22D1 TSPAN6 TSSC4 TUBA1A TUBA4A TUBB2B UBE2E3 UBTD1 UBTD2 UCHL1 UPK1A UTP25 VILL WDR35 WDR4 WDR70 XBP1 YIF1B YPEL2 ZCCHC12 ZIK1 ZNF22 ZNF410 ZNF711 ZNF821 ZNF823 GSE30083_SP2_VS_SP3_THYMOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE30083_SP2_VS_SP3_THYMOCYTE_DN ABCC5 ABTB3 ACADL ACSBG1 ADGRE5 ALDH3B1 ALOX12B AMZ1 ANGPTL2 ANK3 ANXA2 ARMC12 ARPP21 ART4 ATP8B4 AUH B3GNT5 B4GALNT4 BAIAP3 BPIFA2 C16orf87 C1R CAMK2A CCDC120 CCDC18 CCR2 CD8B CDH13 CDK14 CEP97 CERCAM CHRNA7 CHRNA9 CKMT2 CLCF1 CLIC4 CMAS COL27A1 CORO2A CPEB1 CRP CSF3 CXXC5 DCK DLL4 DNAH8 DPH5 DYNLT5 E2F7 EEPD1 EHBP1L1 EMID1 ENDOU ESR1 EVI2B F2 F2RL1 FAM184A FAM229B FAM78A FBXL14 FBXO5 FHL3 FOXB1 FOXC1 GABRR2 GDAP1 GLIPR1L2 GM2A GOLM2 GPR25 GRIA1 GULP1 HDAC4 HEMGN HHEX ICA1L IFIT1 IFNGR1 IGSF8 IL17RA IL18R1 IL4 INSL5 IQCH ITGA4 JCAD KHDC1L KHK KIAA0586 KLF3 KLHDC2 LDLRAP1 LMO4 LPAR4 LRRC4C LTF MAB21L2 MAN1C1 MCOLN2 MEDAG MGAT5B MIA2 MND1 MPEG1 MPP4 NCMAP NFS1 NFYC NOTCH3 NRARP NRF1 NRP1 NTRK3 OAS1 OSBPL1A PALM PDE5A PDGFD PDLIM4 PHYHD1 PIERCE1 PIGR PITX2 PLEKHF1 PLXDC1 POLR3H PPP2R5A PRKAG1 PRODH PRRT1 PSMA8 PSTPIP2 PTCRA PTPN14 PTPRG PTPRK RAB5A RASD1 RBMXL2 RFLNB RIPOR1 RNASE4 RNASE6 RND2 RNF135 RNF144A RNF216 RNF34 RRAS2 S100A3 S100A6 S1PR1 S1PR4 SAPCD1 SCPEP1 SELL SELPLG SEPTIN4 SERPINI1 SGK1 SIDT1 SLA2 SLC22A3 SLC43A1 SLC5A9 SLC66A3 SMPDL3A SNAI3 SORT1 ST6GALNAC6 ST8SIA6 STRA8 SYT13 SYTL3 TBX18 TDRD5 TIGD3 TLR1 TMEM151B TMEM163 TMEM236 TMEM71 TNFAIP2 TREX2 TRIM11 TRIM9 TSGA10 TSPAN2 TSPAN4 TTC26 UACA USP11 UTS2 VDR VMA21 VRK3 ZBTB16 ZFYVE19 ZNF385A GSE30083_SP2_VS_SP3_THYMOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE30083_SP2_VS_SP3_THYMOCYTE_UP ADAMTSL2 ADCY2 ADCY4 ADORA2B AK7 AKR1C3 ANK2 AQP9 ARHGAP20 ASB2 ATCAY BBS12 C1QL2 C1QTNF12 C2CD4B C2orf72 C3orf70 C4B CAMK2D CAP2 CARMIL3 CBLN2 CCND2 CCR8 CD2 CD247 CD5 CD6 CD83 CDKL2 CDX4 CERS4 CHL1 CHRNA1 CLDN22 CMYA5 CRISPLD2 CSF2 CYP4V2 DAGLB DNAJB7 DUSP5 ELN ENO3 ETV5 EXOC3L2 EXT1 FAM110B FAM131A FAP FAR1 FARP2 FCER2 FGF12 FGF21 FUNDC1 GLB1L GNPNAT1 GOT1 GPC2 GPR137B GPR153 GPR160 GPR83 GPX6 GTPBP2 GTPBP4 HHAT HIVEP3 HMX3 HOXC4 HPS4 HSD17B12 IER5 IKZF2 IL21 IPO4 ITIH5 IZUMO1R JAZF1 JHY KCNA7 KCNN4 KCNS2 KCTD14 KLHDC8B KLHL8 KRTAP2-4 KYNU LAD1 LASP1 LCMT1 LHFPL6 LINGO2 LITAF LRRC36 MAGEB16 MAP3K14 MAPK12 MAST4 MCOLN3 MED22 MFSD2A MMP9 MORF4L1 MRPL1 MYH7B NDFIP1 NEFM NFATC4 NFKB1 NLRP4 NR2F2 NRGN NRN1 OMA1 ONECUT3 OPTN OTX1 PARP8 PCDHB3 PCDHB6 PDCD1LG2 PDE11A PDZK1IP1 PENK PIK3R3 POMGNT1 POU2AF1 PRDM16 PRLR PRMT2 PRR16 PRR5L PTGER3 PTPN12 PTTG1IP PYROXD2 RAB8B RAP2A RASAL1 RBM28 REC8 RGS16 RNFT1 RSPO1 SCFD1 SDF4 SEMA3D SEPTIN14 SERPINE2 SLC12A8 SLC15A1 SLC16A10 SLC24A1 SLC2A10 SLC35D3 SMAD6 SMG8 SMOX SNX12 SNX31 SPATA3 SPPL2B ST3GAL5 ST7L STK39 STX11 SYTL2 TAGLN TBX1 TBX22 TC2N TFPI TNFRSF9 TNIK TNK2 TOR3A TP53BP1 TPD52 TPH2 TRIM3 TRPM1 TSC22D1 TSPAN31 TTLL11 TTYH1 TUSC3 USP9Y VILL WNT10A XCL1 ZBED5 ZBTB7B ZCCHC12 ZNF467 ZNF608 ZNF821 ZNF823 GSE30083_SP2_VS_SP4_THYMOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE30083_SP2_VS_SP4_THYMOCYTE_DN ABTB3 ACADL ACSBG1 ADAMTS20 ADCY7 ADGRE5 ADGRG5 AGAP2 AHNAK AIM2 ALS2CL AMIGO2 ANKH AP1G2 APP APPL2 AQP3 ARSB ATP10D ATP8B4 B4GALNT4 BPNT1 C19orf12 C5 CASP1 CCDC102A CCDC88C CCND1 CCR2 CD38 CD68 CDH1 CDIPT CLCF1 CLEC10A CORO2A COX6A2 CREBL2 CRLF3 CTSH CTSS CXCR3 CYB561A3 CYBB CYP4V2 CYTH4 DAAM1 DAND5 DAPL1 DAXX DIPK1A DNAH8 DNAJB13 DPH5 DPP4 DSE EHBP1L1 ENDOD1 EVI2B F2RL1 FAM167A FAM43A FAM78A FCGR2A FGL2 GABRR2 GALNT9 GEM GIMAP5 GM2A GNA15 GOLM1 GPR68 GRN GUCD1 HAVCR1 HHEX HIBADH HLA-B HOPX HPSE HS3ST3B1 HVCN1 IBA57 IER5 IFI44 IFIT1 IFIT3 IFITM10 IFNG IFNGR1 IGFBP4 IL17RA IL18R1 IL2RB IPCEF1 IRF8 ITGA4 ITGA6 ITGAE KCNN2 KHK KLF3 KLHDC1 KLHDC2 KMT2A LAIR1 LDLRAP1 LIF LY75 LY86 MADD MAF MAN1C1 MAP3K5 MCTP2 MPEG1 MPP4 MROH1 MS4A6A MX2 N4BP2L1 NCF4 NCMAP NIBAN1 NOD1 NRP1 NT5E NTRK3 NXT2 OAS1 PATJ PDE3B PDLIM4 PEA15 PHYHD1 PLEK PNPLA7 PPM1J PPP3CC PRG4 RAB21 RASA3 RFLNB RHOB RHOQ RIN2 RIPOR2 RNF144A RNF32 RRM2B S1PR1 S1PR4 SCFD1 SDC4 SDCBP2 SELPLG SGK1 SHCBP1L SIDT1 SKAP2 SLAMF6 SLC17A9 SLC35A3 SLC41A2 SLC66A3 SMPDL3A SNTB2 SNX10 SOCS3 SPN ST14 ST8SIA6 STAT4 SUCLG2 SYNE2 TAP1 TASL TASP1 TBX21 TENT5A TENT5C TF TJP2 TK2 TLR1 TMEM150B TMEM71 TP63 TRAF5 TRPM6 TTC39B TTC39C TVP23B UPB1 VDR XDH ZBTB16 ZBTB25 ZNF536 GSE30083_SP2_VS_SP4_THYMOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE30083_SP2_VS_SP4_THYMOCYTE_UP ABHD17C ACOT7 ACSM3 ADGRA1 ADORA2B AIFM1 AK7 AKAP1 AKR1C3 ALDH7A1 AMIGO1 ANK2 APCS AQP9 ARHGAP20 ARMCX6 ARR3 ART1 ARX ASB2 ASPDH ATP9A BBS1 BCL2L1 BLMH BOC C1QTNF12 CACNG6 CAMK1D CARNMT1 CBLC CCDC81 CCHCR1 CCR9 CCT3 CD6 CEP78 CILK1 CLCNKA CLEC2L CMYA5 CNN3 CNOT11 CPA6 CPN2 CRAT CRELD1 CRISPLD2 CRY1 CTTN DLC1 DLG4 DMWD DUSP26 ELF3 ELN EMX2OS ENO3 EPHB6 EPHX4 ESRP1 EVI5L EXPH5 F13A1 FAM131A FEN1 FER FGF12 GABRB3 GAS2L1 GOT1 GPR153 GPR83 GSN H2BC18 HCN3 HDAC10 HHAT HIF3A HIVEP3 HLA-DRA HRCT1 HSD17B14 ILF3 ITM2A JHY KCNA6 KCNN4 KCNS2 KIF26B KIFC3 KLF14 KLHDC8B LAMC3 LAPTM4B LCMT1 LHFPL6 LRFN1 LRP2 LRRC42 LZTFL1 MAPK12 MCAM MCOLN3 MCU MED22 MEX3A MMP9 MORF4L1 MORN4 MPP2 MPZL1 MS4A15 NALCN NEDD4 NEO1 NKX2-4 NREP OSCAR PCSK5 PDE6H PEX13 PIK3R3 PKD1L2 PKMYT1 PLA2G2A PLCH2 PLXNB1 POMGNT1 POMT1 PRAMEF25 PRLR PRMT2 PTDSS2 PTF1A PTK2 RBP7 RBPMS2 REC8 REG3A RNASE3 RPL7L1 S100A16 SAMD12 SARM1 SCN1B SCRT1 SLC12A5 SLC15A1 SLC16A10 SLC25A47 SLC27A1 SLC34A2 SLCO6A1 SMCO1 SOX12 SPTB SPTBN2 SRD5A1 STK39 STYXL1 SYTL2 TACC2 TBX5 TDRKH TENM4 THSD7B TMEM132A TMEM237 TMEM63C TMOD4 TNFRSF9 TNK2 TONSL TPD52 TSC22D1 TTYH1 TUBA1A TUBA4A UBE2E3 UBTD1 UPK3BL1 USH1C VANGL1 VANGL2 VILL VNN2 VWA3B WDR35 WHRN YPEL1 YPEL2 ZCCHC12 ZNF22 ZNF286A ZNF330 ZNF467 ZNF608 ZNF821 ZNF823 GSE30083_SP3_VS_SP4_THYMOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE30083_SP3_VS_SP4_THYMOCYTE_DN ABTB3 ACSBG1 ADGRE5 ADGRG5 AHNAK ALCAM ANKH APOBR APP ATP10D ATP8A2 ATP8B4 B4GALNT4 BANK1 BHLHE40 C19orf12 C5 CAMK2D CASP1 CCND1 CD200R1L CD38 CD44 CD68 CDH1 CEMIP2 CERS4 CLEC10A CLEC4M CLOCK COQ8A CORO2A CTSW CXCR3 CXCR5 CYB561A3 CYBB CYP4V2 CYTH4 D2HGDH DAAM1 DHDH DNAH8 DNAJA4 DSE EHBP1L1 EOMES EPHX1 ERO1A EVI2B EVL FAAH FAF2 FAM167A FAM234A FAM43A FGL2 FNDC3B GALNT9 GDI2 GEM GGT1 GID4 GM2A GNE GOLM1 GRN GUCD1 GZMB HHEX HLA-B HOPX HPSE HS3ST1 HS3ST3B1 IER5 IFI44 IFITM10 IFNG IL18R1 IL18RAP IL1RL1 IL2RB INPP5E INTS4 IRAK4 IRF7 IRF8 IRF9 ITGA4 ITGAE KCNN2 KCTD10 KLRD1 KLRK1 LAIR1 LDLRAP1 LGALS3BP LIF LITAF LY86 MAF MAGEB16 MAN1C1 MAP3K14 MAP3K5 MARVELD2 MMD MPEG1 MPPE1 MROH1 MX2 N4BP2L2 NCF4 NIBAN1 NKG7 NLN NOXRED1 NT5E NTRK3 NUCB2 OAS1 PARP8 PCED1A PEA15 PEPD PGAP6 PLEK PLTP PLXNC1 PRG4 PRKCD PRMT3 PRXL2C PTPN3 RCN1 RFLNB RHOB RHOC RHOQ RIN2 RIPK1 RNF115 RNF144A RNFT1 RPRD2 RRM2B RRP1B RXRA S1PR4 SCFD1 SCYL3 SDC4 SDCBP2 SEC24D SGK1 SIDT1 SLAMF9 SLC17A9 SLC35A3 SLC41A2 SMPDL3A SNTB2 SNX10 SPRY2 SRPK3 ST8SIA6 STAT4 SYNE2 TAGAP TASL TBC1D5 TBX21 TDRD7 TENT5A TEX2 TF TLR1 TMEM71 TMIE TNFSF14 TOR3A TRAF3IP2 TRAF5 TRMT2B TRPM6 TTC27 TTC39B TYROBP UBASH3B UPB1 UTP4 VDR VIT VMP1 XDH ZC3H12C ZC3H12D ZNF536 ZXDC GSE30083_SP3_VS_SP4_THYMOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE30083_SP3_VS_SP4_THYMOCYTE_UP ABCC2 ABCC5 ABCC9 ABHD17C ACSM1 ACVR2B ADGRA3 ADGRG1 ADM2 ALDH7A1 AMIGO1 ANK3 AP3S1 APBB2 ARMC12 ARMCX6 ART4 ARX ASB2 ATL2 BCHE BCL2L14 BCORL1 BFSP2 BLOC1S4 C16orf87 C1S C1orf116 CAMK2A CAMKK1 CAPN10 CBLC CBLN4 CBX1 CBX3 CCDC120 CCDC159 CCDC175 CCDC61 CCL24 CCR9 CEP78 CFAP157 CHL1 CHRNA7 CLDN4 CLK3 CNN3 COL27A1 COQ4 CROCC CRY1 CRYGB CSGALNACT1 CTC1 CTDSPL CTNNA2 CTNNBIP1 CTTN CTXN1 CUEDC2 CXADR DDX39B DHTKD1 DLL4 DMRT2 DPP9 DUSP23 DUSP26 DYNC2I1 DYNLT5 EDARADD ETNK2 EVI5L F13A1 F2 FAM184A FFAR2 FLRT1 FLT4 GBX2 GC GINS1 GMPR GOLM2 GPC1 GPR162 GRHL3 GSK3B HACD1 HAS2 HHIPL2 HIF3A HS2ST1 ID1 IFT81 IL1A IL34 ING1 IPO9 IRAK1BP1 ITM2A JMJD4 KALRN KCNE5 KCNMB2 KCNS2 KHDRBS1 KIF23 KPRP KRT84 LCMT1 LDHB LIPF LMAN1L LZTFL1 MARCKS MBOAT2 MCAM MEX3A MIR99AHG MPP2 MXI1 MXRA7 MYBPC3 NEDD4 NEXMIF NKX2-4 NLRP6 NMNAT1 NOTCH3 NRG3 NYAP1 OSBPL1A PADI4 PALM PKMYT1 PLOD2 PNMA5 PPT2 PRRT1 PSD3 PTOV1 PTPRF PTPRK PURG RAB27B RBP7 RND2 S100A3 SATB1 SCN1B SERPINA4 SLC25A47 SLC43A1 SLC45A3 SMCO1 SMO SNAI3 SNX15 SOX12 SPEF1 SPOCK3 SSBP2 SSPOP STOX2 STX6 SYNE3 SYT7 TDRD5 TEKT2 TFPI2 TIGD3 TJAP1 TMEM120B TMEM151B TMEM255A TMEM45A TMTC3 TNK2 TOX3 TRIM11 TRIM63 TTC23L TTC26 TUBA1A TUBB2B UACA UBE2E3 ULBP1 UTS2 VSIG4 VWA3B VWCE YBX1 YPEL2 ZDHHC14 ZNF286A ZNF354B ZNF385A GSE30153_LUPUS_VS_HEALTHY_DONOR_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE30153_LUPUS_VS_HEALTHY_DONOR_BCELL_DN ACADL ADAMTSL2 ADGRB3 ADRB3 AGXT AK4 AKR1C3 ALOX12B ANKRD7 APBB3 ATP2B4 ATP4B AURKC B3GALT4 BEAN1 BMP3 BTBD2 C2orf72 CAMK2G CAMTA1 CASP2 CBFA2T3 CBLIF CCIN CCNYL7 CD3E CD4 CD8A CDH18 CDIPT CDK3 CDKN1B CHD2 CHRM3 CHRNA6 CHRND CHRNE COL11A1 COL13A1 CTSA CUBN CXCL3 DGAT1 DHX29 DLG2 DNAH17 DNM2 EFNA1 ELP4 EML1 ENOX2 FABP3 FADS3 FAM89B FCGR3A FCN2 FERMT2 FKBP9 FRMD4B FSTL4 FURIN FZD7 FZD9 GALNT2 GDF5 GEMIN4 GFPT2 GNA15 GNPAT GRIK1 GRK1 GRM3 GZMB GZMH H1-4 H6PD HGF HLA-DQB1 HLA-DRB6 HRK HS3ST1 HSPB2 IAPP ICAM1 IFI30 IFNG IL18RAP IL7R IMPG1 IRF4 IRGC ITGAX ITGB8 JRK KCNJ6 KDM2A KRT5 L3MBTL1 LAG3 LCT LDLRAD4 LMO3 LPAL2 LTBP1 MAGEA1 MAGEA5P MAOA MBNL2 ME1 MEF2C MIA MICAL2 MUSK MYEF2 NBR1 NEU1 NFKBIL1 NKG7 NMT1 NPR3 NRG2 NUAK1 P2RY11 PAX7 PDPK1 PEX12 PIGA PKP2 PLA2G4C PLCE1 POSTN PPP1R15A PRAF2 PRL PRRC1 PTGIS PTPN18 PTPRT RASAL2 RCHY1 RENBP RET RFNG RGR RGS14 RING1 RIT2 RLF RNF126 RNF13 RPP14 RRAS RS1 SCHIP1 SCNN1A SEC31B SEPTIN10 SERPINB1 SERPINC1 SFRP4 SLC1A3 SLC27A2 SLC5A4 SLC6A3 SLC6A4 SLC7A4 SLC8A1 SLC9A8 SMARCB1 SOCS3 SOCS7 SPAG9 SPINK1 STAB1 STAT6 SULT2A1 SULT4A1 SUPT5H SYP SYT11 TACR1 TAF1C TAOK3 TCEA2 TROAP TWF1 UPK2 VIPR1 WARS1 WASL WRN ZFPL1 ZNF20 ZNF318 ZNF415 ZNF510 ZNF592 ZNF623 GSE30153_LUPUS_VS_HEALTHY_DONOR_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE30153_LUPUS_VS_HEALTHY_DONOR_BCELL_UP ADH6 ADORA2B AGTR1 AGTR2 AHR AKAP9 AMIGO2 ANKRD12 ANO3 ANXA9 AP1G1 APOA4 ARF3 BBIP1 BBS9 BRPF1 BRWD1 BTBD3 CBLN1 CCNC CCNT1 CCR2 CCR4 CD163 CDC25A CDC6 CDH8 CELA2B CERS6 CFL1 CHI3L2 CHKB CHUK COL15A1 COL3A1 CPSF1 CRTAM CRY1 CS CSN1S1 CSNK2B CTSC CUL2 CXCL10 CYLD DAG1 DBP DELE1 DHH DLGAP5 DMC1 DNAJC6 DUSP10 EIF1B ELMO1 ELOA EVI2B FDX1 FEZ2 FUBP3 G3BP1 GCDH GFRA1 GNAI1 GNGT1 GOSR2 GPNMB GPR6 GTF2E1 GYG1 HMG20B HOMER1 HSP90AA1 HSPA4 HTR7P1 IGHM IGHV3OR16-13 ISG15 ITPK1 KCNJ13 KDELR2 KDM1A KIAA1549L KIF20B KLHL18 LAIR2 LGALS3 LOX LOXL1 LRRC32 LRRN3 LTA LTB LY6H LYPD1 LYST MAPK6 MAPK9 MBD1 MED13 MED13L MEGF9 MLEC MNDA MNT MRPL49 MSL3 MTCL1 MTMR6 MYH15 MYO5A NAT8 NEFH NELL2 NME1 NR4A1 PACRG PDAP1 PER2 PEX1 PEX3 PHKG2 PIAS4 PLCB1 PLCH2 PLEKHM1 PNO1 POLR2F POM121L1P POT1 PPIA PPM1F PROM1 PSMD13 PTP4A1 PTPN12 RAB22A RAMP1 RASA1 RBM15B RNH1 RPE65 RPL23AP53 RPS10 RSU1 RUVBL1 RWDD2A S1PR1 SATB2 SCN2B SEC23IP SELENOW SEMA3D SERPINB3 SF3A3 SGCA SGCG SLC16A1 SLC35D1 SLC39A14 SLC5A6 SPAST SPRED2 SPTSSA ST3GAL2 ST7 TBC1D1 TBL1X TBL3 TCF3 TESK2 TLR1 TMPRSS15 TNFRSF9 TOX3 TRAF3IP1 TRAK2 TRAT1 TRIM9 TRPC1 TSPYL1 TTC22 TWIST1 UBXN2B UHRF2 USP13 USP24 VPS13A VPS41 WDR45 WSCD2 XCL2 YJU2B ZBTB33 ZNF140 ZNF160 ZNF292 ZNF354A ZNF529 GSE3039_ALPHAALPHA_CD8_TCELL_VS_B1_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3039_ALPHAALPHA_CD8_TCELL_VS_B1_BCELL_DN AATK ABCC5 ABI3BP ACTR1B ADGRL4 ADISSP AFF2 AGFG2 AGT ALOX15 AP1M1 APH1B APLNR APPBP2 AQP9 ARHGAP4 ARHGEF26 ARRDC1 ATXN7L1 BARD1 BICDL2 BLM BRIP1 BTNL9 CCHCR1 CCND3 CCT7 CD69 CDH11 CENPT CEP152 CEP192 CKS1B COPS7B COPS8 CSRP2 CSTF1 CTR9 CUEDC1 DAPK2 DCAKD DDIT3 DESI1 DHRS11 DKK4 DLGAP1 DNAAF11 DTNB E2F1 EBF3 EGR3 ERMARD EXO1 EZH2 FAM117A FARP1 FAT1 FBXO10 FDFT1 FES FGD3 FOXM1 FSTL1 GDI1 GINS2 GMIP GPR63 GPRASP3 GSTM1 HAUS1 HCK HDAC7 HELLS HEPH HPCA HPS1 IGFBP4 IL15 INTS7 IQGAP3 ITPRIP JSRP1 KLF2 KLHL11 LCMT1 LDB2 LDHB LDHC LGALS4 LMNB2 LSM11 MAG MAPKAPK3 MAST3 MASTL MBD6 MCM10 MCM7 MEF2C METRN MIIP MMP13 MND1 MOV10 MVB12B MYO15B NANOS1 NCLN NDRG2 NFIC NIBAN3 NOS1AP NT5E NUP107 OIP5 OTUD3 PAPPA PCNX1 PCYT2 PGD PIAS4 PIDD1 PIH1D1 PKMYT1 PLAGL1 POLD1 POU1F1 PPM1F PRG3 PROK2 PSTPIP1 PTCH2 PTGS2 PTPRCAP PTTG1 RAD18 RAD51AP1 RAD54B RAF1 RALYL RAMP1 RASGEF1A RDM1 RFC2 RGL2 RUVBL2 SCARA3 SELENOM SEMA4F SERF2 SH2B1 SLC35B2 SLC5A11 SLCO4A1 SMAD3 SNAPC2 SNX11 SRSF2 SRY STMP1 STX1A SUDS3 SUMO3 TAGAP TAOK2 TCF3 TEX2 TFEB TIGD3 TLE6 TMEM170A TMOD4 TMUB1 TNC TNF TNKS1BP1 TP53I11 TRABD TRIB1 TRIM37 TRPM2 TSSC4 TTC21A TUBA3C TUSC1 TYMS UBA7 UBASH3A USP2 VASN VHL WBP2 WDR90 WRAP53 ZBTB17 ZBTB40 ZCRB1 ZFYVE27 ZGRF1 ZRANB1 GSE3039_ALPHAALPHA_CD8_TCELL_VS_B1_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3039_ALPHAALPHA_CD8_TCELL_VS_B1_BCELL_UP ACLY ACOT11 ACOX1 AFG1L ALDH1B1 ALG9 ALKBH2 ANAPC16 ANKRD37 ANPEP API5 ARAP2 ARL6IP4 ARSK ASB2 ATP6AP2 ATP7A BATF BCL2A1 BDH1 BMF BNIP2 BRI3BP BRMS1L C1orf216 C1orf54 C2 CAPN5 CCND2 CD209 CD274 CD300A CD302 CD80 CD93 CHCHD10 CORO1C CORO2A CPSF4 CTSA CTSO CTSS CYRIA DAPK1 DDX21 DIP2A DIP2C DNAH2 DNAJB11 DPY19L1 ECE2 EFHD2 EHBP1 EIF1AY EIF3J ELOVL5 EMILIN2 EPB41L3 ERP44 FAM135A FAM43A FAM91A1 FCGRT FEZ2 FKBP1B FYN GAB1 GALK2 GALNT7 GATM GBP4 GCNT2 GFM2 GLUD1 GNGT2 GNS GP2 GPR35 GSPT1 GTF2H1 HEBP2 HRH1 HS6ST1 IBTK ICA1L IER3 IFT43 IL15RA IL18 IL6ST ITCH ITM2C ITPRID2 JAK2 KANK3 KBTBD11 KCNK6 KCNN4 KLK8 LAG3 LCP2 LHFPL6 LPP LPXN LRP12 LSG1 LXN MAGT1 MAN2A1 MATK MCCC1 MERTK METRNL MFSD1 MRAS MRC1 MRPS25 MRPS34 MS4A6A MTMR9 MVP NAB2 NCKAP1L NEMF NME7 NRIP1 NSFL1C P2RY14 P2RY6 PFKL PHYHD1 PIGC PIP4K2A PLA2G15 PLEKHB2 POLK POSTN PPP1R21 PRDM1 PROCR PTPMT1 PTPN1 RAB12 RAB14 RAC1 RAP2A RASSF8 RCAN1 RGL1 RGS1 RIMS3 RND3 RNF103 RNH1 RPL4 RPUSD4 RSL24D1 SAYSD1 SELENOI SERP1 SH2D1B SIRPB1 SIRT2 SLC25A30 SLC2A1 SLC35F5 SLC35F6 SLC36A1 SLC43A2 SLC49A4 SMAGP SMC6 SOAT1 SOCS5 SPCS2 SPRYD7 SSH3 TDRD7 TF TGM1 TMCC3 TMED4 TMEM106A TMEM126A TMEM268 TMEM65 TMEM86A TMEM87B TNS4 TRAF1 TRIM46 TRPM4 TSPYL4 UBE2E3 UBE2N UFC1 VKORC1 ZFP3 ZMAT3 ZNF846 GSE3039_ALPHAALPHA_CD8_TCELL_VS_B2_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3039_ALPHAALPHA_CD8_TCELL_VS_B2_BCELL_DN ABL2 AGO2 AIMP2 AKR1B15 ALKBH7 ALKBH8 APOC2 ARID5B ASH2L ATP6V0D2 BAIAP2 BASP1 BCL2L11 BEX3 BLOC1S5 BTBD19 C1QB C1QC C1orf198 CALU CAMK1 CAVIN3 CCL4 CCRL2 CD68 CEP152 CHRNB1 CLDN2 CLDN4 CLPP COLEC12 CREB5 CRTAP CSRP2 CTSK CUL7 CXCL11 CXCL16 DBP DDT DIPK2A DPH6 DUSP6 ECHDC3 ECHS1 EFNA5 ELP3 ENO2 ERP44 ESD ESR1 ETS2 EXT1 F3 FADS2 FARP1 FBLIM1 FGFBP1 FNIP2 FSTL1 GCHFR GDPD1 GINS1 GLA GLMP GOSR1 GPR137B GPR34 GSTM1 GSTM3 H1-0 HAL HAUS1 HERC6 HEXB HLA-B HPGDS HS2ST1 HSD3B7 HSPA14 IDI1 IFIT3 IFNAR1 IFRD1 IFT22 IFT81 IL1B INTS2 IRAK2 KANK2 KCNA3 KRT7 LDHA LHFPL2 LIF LPIN2 LRRC41 LRRC59 LTC4S LUM LYVE1 LZTS2 MAFF MAGI1 MAN1A2 MAPK1IP1L MEAK7 MEF2A MEX3D MGARP MLKL MMD MND1 MPG MRPL17 MRPL27 MRPL3 MSH2 MZT2B NAGLU NBAS NBR1 NIF3L1 NINJ1 NPHP1 NRIP1 NSMF PCOLCE PDGFA PEX11A PGK1 PHLPP1 PIK3AP1 PLEKHA3 PNKD PRSS8 PSMC3 PSMD14 PSME1 R3HCC1 RAB11FIP5 RAB13 RBPJ RCL1 RNASE4 RNF180 RPS19BP1 RSAD1 SBF2 SERPINB8 SKIL SLAMF8 SLC30A9 SLC7A2 SLC7A5 SMOX SMYD2 SOWAHB SPART SPHK1 SPIRE1 SQLE SRPRA SRSF2 STX1A SULF1 TAMM41 TANC2 TASP1 TBC1D19 THAP12 THOC6 TIMP1 TIMP2 TIPARP TLCD2 TLR2 TMCC3 TMED1 TMEFF1 TMEM9 TOMM20 TP53I11 TPI1 TRAPPC6A TRIP6 TYMS UACA UAP1L1 UBL4A VKORC1 VSIG4 WDR36 WDR74 WWC1 XYLT2 ZBP1 ZFAND2A ZFPM1 ZMIZ1 GSE3039_ALPHAALPHA_CD8_TCELL_VS_B2_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3039_ALPHAALPHA_CD8_TCELL_VS_B2_BCELL_UP AADAT ABCC4 ACOT8 ACTR1A ADAM23 ADISSP AGPAT1 ALDH1A2 ANAPC16 APOC1 ARHGEF37 ARL6IP1 ASAP1 ASB2 ATP1A1 ATRNL1 AVP B4GALNT1 C2 CAMP CAPN1 CARNS1 CCDC12 CD2 CD300A CD5L CD7 CDC40 CDKN2A CEACAM21 CFAP90 CHRNA7 CKAP4 CKLF CLXN CNBD2 CTBP1 CYB561A3 CYRIA CYTIP DAPL1 DGKG DGKI DMBX1 DMKN DNAH11 DPP4 DPY19L1 ELMO2 ENPP2 EPB41L3 EXTL1 FABP3 FAM241A FBXL6 FBXO10 FBXW2 FFAR2 FILIP1L FIS1 FLT3 FLVCR1 GAK GATD1 GBA2 GM2A GP2 GPD1 GPR137 GPR160 GTPBP6 GTPBP8 HAAO HEMGN HLA-DMB HMGCS2 HNRNPM HP HSBP1L1 ICA1L ICOSLG IFNGR1 IL27RA IL6R IQGAP1 IRAG2 JCHAIN KAZALD1 KCNJ9 KCNT1 KHK KIAA0513 KLF15 KLF3 KLHL25 L1CAM LBH LCE3B LECT2 LIFR LIMD2 LRG1 LRTM2 LTB MAN2A1 MAP3K3 MAPKAPK3 MBD1 MDH2 METTL7A MINDY1 MOB3A MON1A MPO MRAS MSN MYADM MYCL MYL3 MYO1G NAT8L NDUFB7 NHERF4 NHSL2 NIN NLRP5 NLRX1 NTNG1 NUP210 ORAI1 OXLD1 P2RY13 PABPC1L PBX2 PDIA4 PIKFYVE PLA2G7 PLAC8 PMM1 POU2AF1 PPARG PRAM1 PRR13 PTPN1 PTPN6 PTX4 PYGO2 RAD9A RASGRP2 RASGRP4 RBM45 RIMS3 RIN3 RNASE3 RNF144B RP9 RPGRIP1 RSRP1 RTN3 SCARB1 SERP1 SFT2D2 SIDT2 SIGLEC10 SIRT7 SLC25A20 SLC35C2 SLC52A2 SLFN12L SMARCD2 SMC6 SMPDL3A SND1 SON SORT1 SPN SPRYD3 SPTB ST3GAL4 STAB2 SVIL SVIP TAOK2 TDRD7 TESMIN TMEM150B TNFRSF13B TNFRSF18 TNFRSF25 TRABD TSPAN13 TSPYL4 TSSC4 TTC7A UBP1 WDR1 ZBTB7A ZFAT ZKSCAN3 ZNF804A GSE3039_ALPHAALPHA_VS_ALPHABETA_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3039_ALPHAALPHA_VS_ALPHABETA_CD8_TCELL_DN ABCA3 ABCB4 ADAM23 ADGRA2 ADRB1 AHSP AKAP10 ALDH1A1 ANP32A AP1M1 AP1S3 APOC1 ARHGAP17 ARHGAP39 ARPC5L ASB2 ATAD2B BACH1 BCL11A BPGM BTLA C2 C2CD5 CA1 CALHM2 CCR3 CD2 CD28 CD300LB CD3G CD4 CD5 CD7 CD79A CD79B CDH17 CHMP1B CMBL COCH CR2 CREB1 CREG1 CTNND2 CTSW CXCL12 CXCR5 CYB5R1 DBNL DNAJC7 DNAJC8 DPP4 E2F2 EBF1 ENTPD6 EPX EVA1A FAM32A FASLG FBRSL1 FCMR FCN1 FCRL1 FLT3 FOXP1 FYB1 GATA1 GIMAP4 GIMAP6 GLCCI1 GNGT2 GOSR2 GP2 GPR174 GPR18 GZMA HAP1 HCK HEG1 HEMGN HLA-DOA HLA-DOB HPGD HPS3 ICAM2 IGHM IKZF3 IL5RA INPP5F IRF4 ITGA4 ITPR1 IVD KCNJ16 KIAA0930 KIF9 KLRC1 KNOP1 LAX1 LCK LCOR LRCH3 MARCO MBP MDM4 MED12 MEPCE MERTK MYCL MZB1 NCR1 NFKB1 NHSL2 NIPAL3 NKG7 NR1H3 NSD1 NXPE3 OMA1 OTUB2 P2RX1 PDE8B PGLYRP2 PHETA2 PIGL PIP4K2A PLA2G2D PLEKHM3 PLPBP PLPP1 PLXNC1 PNPO PPM1K PPP1R12A PPP1R14A PPTC7 PRG2 PRG3 PRICKLE2 PSIP1 PTGER3 PTGIR PTP4A3 PTPRC PXN RAB30 RAB39A RAPGEF1 RASGRF2 RASGRP3 RHAG ROCK1 ROGDI RYR3 S1PR5 SCAP SEPTIN6 SERF2 SERPINB7 SFI1 SLC15A2 SLC18A2 SLC25A33 SLC25A37 SLC45A3 SLC46A3 SLCO5A1 SNUPN SNX25 SNX31 SPIB SPIC SPN ST6GALNAC2 STAB2 STK10 STX16 SUOX SYTL1 TBX21 TENT5A TESC TMCC2 TMEM178A TNFRSF13C TNFRSF17 TRAF2 TRIM10 TRIM5 TRIM7 TSPAN2 TSPAN33 TXK UBAC2 VAV2 VPREB3 VSTM4 XPC ZBTB9 ZNF565 ZNF710 GSE3039_ALPHAALPHA_VS_ALPHABETA_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3039_ALPHAALPHA_VS_ALPHABETA_CD8_TCELL_UP AARS1 ACADL ACY1 AIFM2 ALDOA ANKRD37 AP2M1 AP2S1 APRT ARL6IP4 ATG4B ATP5MK ATP5PF ATP6AP2 B3GNT7 BASP1 BCL2A1 BHLHE40 BYSL C15orf39 C1R CCDC115 CCDC80 CCDC86 CCHCR1 CCL4 CCN4 CCR1 CCR5 CD14 CDH1 CDK8 CDKN1A CHST14 CLTB COMTD1 CPED1 CREB5 CSRNP1 CTDSPL CTF1 CTNNB1 CTPS1 CTSV CXCL1 CXCL3 DAB2 DCAF1 DCN DHFR DHX32 DIP2A DYNC1I2 ECHDC3 EGLN3 EGR1 EIF1AX EIF2B2 ELK3 ELL2 EPS8 ESD ETS2 F11R FABP5 FAM20C FAM221A FCGR2B FGD6 FKBP1B GBA1 GDE1 GMNN GPAT3 GPI GPR171 GPR84 GPX3 GTF2F1 GTF2H5 GYS1 H3-5 HACD1 HAL HBEGF HDDC3 HILPDA HMGA1 HSPA1A HSPA1B HTR7 IER3 IGF2R IGFBP6 IKBKE IL4R IL6 IRF2BP2 JUN KDELR2 LDHA LGALS3 LRATD2 LRP12 LRPAP1 LSR LTC4S LXN MAFF MATN3 MCTS1 MEA1 MED10 METRN MICALL2 MKKS MRPL41 MRPS25 MRPS36 MRTO4 MT1E MT2A MTCH1 MTFR2 MYC NDUFS5 NIBAN2 NOP2 NUCB2 NUP93 NUPR1 NXN OLFM1 OSM PALD1 PCNX4 PCSK4 PDPN PF4 PFKL PFKP PGLS PHLDA1 PLAU PLXDC2 POLR2F POP4 PPP1R14B PRAF2 PRELID1 PRPF31 PSMB5 PSMD3 PTGES PTGR1 PTPRS RAB11A RAMP3 RNF217 RPS27L RRBP1 S100A1 S100A10 SCAMP1 SDC4 SERF1A SH3PXD2B SLC15A3 SLC2A1 SLC35F6 SLC39A1 SMDT1 SNRPD1 SNRPF SNX1 SOCS3 SPRY2 SRP19 SSBP4 STRIP1 TAP2 TATDN2 TBRG4 TCEAL9 THAP4 TLR2 TMEM183A TMEM214 TPI1 TREM1 TRIO TXN2 UBE2J2 UCK2 UPP1 UQCR11 UQCRQ UTP18 VDR VPS53 GSE3039_ALPHABETA_CD8_TCELL_VS_B1_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3039_ALPHABETA_CD8_TCELL_VS_B1_BCELL_DN ABCE1 ACBD6 ACTN4 AGPAT5 AIMP2 AK3 ANGEL1 ANPEP AOAH ARHGAP10 ARL4A ATP6V0D1 BRI3 BST1 BTBD8 C12orf43 C19orf47 C3orf70 CAD CAPNS1 CC2D1A CCDC22 CCL7 CDS1 CENPB CENPI CENPT CFB CHCHD4 CHDH CHMP1A CLN5 CNDP2 CNOT9 COMTD1 CPPED1 CREB5 CTNND1 CTSD CTSV CTSZ DCSTAMP DCTN2 DCUN1D3 DDHD2 DES DNAJB11 DNAJC6 DRG2 DSEL EDN1 EIF1AY ELL2 ENO1 ENTPD7 ERAP1 EVL FADS3 FAF1 FAM110B FAM120A FAM162A FAM216A FBXL15 FBXW8 FIZ1 FLYWCH1 FNIP2 FOXJ1 FTO FUBP3 FURIN GAS6 GASK1B GCLM GEMIN8 GFUS GIPC1 GNL3 GPR171 GSTM1 HIVEP3 HLA-C HRAS HSP90B1 HSPA9 IKBKE IL1A IL7R IMMT INHBA INO80E ITK KATNA1 KCTD17 KIF2A LAMA4 LAMC1 LONRF3 LRMDA LRP12 MAN1C1 MAP2K2 MECR MED15 MIEF2 MINDY4 MLF2 MMP13 MND1 MRPL37 MRPS2 MRPS7 MRTFB MYO5A NAGPA NENF NHP2 NIBAN2 NIPA1 NOP9 NRP1 NRROS NUCB2 OXCT1 PA2G4 PARD6G PDCD5 PEA15 PELO PELP1 PGM1 PLEC PLEKHN1 PLGRKT PLK3 PLSCR3 PPP2R2A PSMD1 PSMD9 PTGR1 PTGR2 RAD51B RARRES2 RBM19 RBPJ RCBTB1 RING1 RIPK3 RNPEP RRP15 RUVBL1 SEMA3C SLC12A7 SLC25A1 SLC25A39 SLC35F6 SMN1 SMYD5 SNAPC2 SNRPD1 SNX12 SNX7 SNX9 SP2 SPATA6 SPRY4 SRGAP2 SRM SRP72 STUB1 STX12 SULF1 SYCE2 SYN1 TACC2 TBL1X TCF25 TCTN3 TFEC TFPI2 TIMM22 TMEM106C TMEM143 TMEM237 TMEM87B TMTC3 TNFRSF9 TP53RK TPP1 TSR1 TUBB TUBB4B U2SURP UAP1L1 VEGFB WBP11 WDSUB1 YARS1 ZFPM1 GSE3039_ALPHABETA_CD8_TCELL_VS_B1_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3039_ALPHABETA_CD8_TCELL_VS_B1_BCELL_UP AATF ABCB1 ABHD13 ACVR2A ADGRE5 AKNA ANAPC16 ANGEL2 ANKH ANKRD12 AP3M2 ARAP3 ARHGAP25 ARHGAP30 ASB7 ATP2A3 BLOC1S2 BMX BPGM BTLA BZW2 C2orf68 C4orf33 CACNA1S CASD1 CASP2 CCNL2 CCNT2 CCPG1 CD19 CD2BP2 CD33 CDC37L1 CDH17 CDK13 CERT1 CFAP141 CKS2 CLIP1 CNOT8 CNR2 CR1L CYB5R1 CYFIP2 DAPP1 DHRS7 DIDO1 DMRTB1 DOCK10 DOCK11 DOP1A DPF3 DUSP6 DYSF EIF4A2 ELANE ELK4 EPC2 FES FGR FHIP1B FILIP1L FNTA GAD1 GATC GCNT2 GFRA2 GPR183 GSTM2 HARS2 HCST HERC1 HFE HSD11B1 HSD17B8 ICE1 IKBKB IKZF1 IPO7 IRF9 ITCH ITPR1 KBTBD11 KBTBD3 KHDC4 KIAA0513 KIAA0930 KLHL24 KXD1 LBR LIN28A LMAN1L LRG1 LRP4 LYNX1 MAN2B1 MAP3K3 MAP3K5 MARCHF3 MARF1 MAU2 MBNL3 MDM1 MFF MGST2 MIER1 MIER3 MKNK2 MLLT10 MOV10L1 MS4A3 MSL2 MXD1 MYO9A NAPG NAV1 NEDD9 NIBAN1 NLRP12 NOD1 NR2C2 NSA2 NUFIP2 NXPE4 OGT OMA1 PALS2 PBXIP1 PHIP PIGC PIGL PLP2 PNPLA7 PPDPF PPM1B PPP1CC PPP4R3B PRDM15 PTBP3 PTPRE PURG RAF1 RAP1GAP2 RAPGEF6 RBM27 RCHY1 RDH12 RESF1 RGS2 RNASE6 RNF144A RNF146 RNF167 RNF2 RNF44 RPL18A RPL35 RRM2B SBDS SH3BP5 SHPRH SLC16A9 SLC25A27 SMAD5 SMARCA2 SMG1 SNN SPIC ST8SIA4 STAMBPL1 STARD7 STX16 SYNJ1 TAF1C TBPL1 TDRD7 TERB1 TIAM2 TMEM131L TMEM185A TMEM273 TNKS2 TNRC6B TNRC6C TRAPPC5 TREML2 TRIM11 UBE2G1 URI1 VAMP5 VPS13B XIAP ZBTB43 ZFAND4 ZNF175 ZNF274 ZNF638 ZNF740 ZNF770 ZW10 GSE3039_ALPHABETA_CD8_TCELL_VS_B2_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3039_ALPHABETA_CD8_TCELL_VS_B2_BCELL_DN ACADS ACADVL ADAMTSL4 AIFM1 AKR1B15 ALG11 ALKBH2 AP1B1 APPL2 ARHGAP44 ARHGEF19 AS3MT ATIC ATP6V1H ATP7A AURKA BAIAP2 BLOC1S5 BMP2K CCDC80 CCL4 CCT2 CD164 CENPE CENPI CENPP CENPS CENPW CHST1 CLEC5A CLNS1A CNNM2 COPG1 COQ3 COQ7 CREB5 DAZAP1 DCUN1D3 DDRGK1 DIO2 DPAGT1 DSC2 DUSP6 DYNC2H1 DYNLT3 EBPL ECHDC3 ELK3 ENO1 EPRS1 ERBB3 ERGIC1 ESYT2 EVA1B EXOC7 EXT2 FADS3 FAM135A FCGR2A FNIP2 FUOM FZD1 GALNT7 GARS1 GCAT GGT1 GINS1 GLO1 GPSM1 HAL HAUS1 HDAC6 HNRNPA1 HOMER1 HSD3B7 IDH2 IGFBP6 IL1B IL1R2 IL1RN INHBA IPO5 KIF24 LNX1 LOXL1 LRP12 LRRC58 LSM2 MANF MCM6 ME1 MEGF8 MET METAP2 METTL1 MPHOSPH6 MRPL45 MRPS10 MRTFB MS4A7 MTBP MVK MYO1B MYO5A NAA20 NAGLU NARS2 NCMAP NDUFA2 NFIL3 NOL12 NUBPL NUCB2 NUP88 NUP93 P3H1 PDE7B PDLIM5 PEA15 PEBP1 PEX11A PFKM PGF PGM1 PIGY PLAAT3 PLAC1 PLAUR PLEKHF1 POFUT2 POLR2C POLR2D PPM1J PPME1 PPP1R14C PRDX6 PRODH PRR15 PRSS8 PSMB4 PSMC3 PSMD9 PVT1 QKI RABGEF1 RALB RARRES2 RASSF8 REEP4 RENBP RMDN2 RMDN3 RNF19A RTEL1 SBF2 SLC10A7 SLC25A1 SLC39A1 SMURF1 SNX2 SNX8 SOWAHB SRC SRM SRPRA SRSF2 SSX2IP ST7L STMN1 SWI5 TACC3 TADA2A THOC5 THOP1 TIMM23 TMED1 TMED5 TMEM147 TMEM165 TMLHE TNFRSF9 TNS4 TRIB2 TSC22D1 TSEN2 TSG101 TSR1 TTC1 TUBA1B TXNRD1 UAP1L1 UBR3 UQCRB VPS53 WDR12 WDR18 WDR74 WTIP ZNF560 ZNG1B GSE3039_ALPHABETA_CD8_TCELL_VS_B2_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3039_ALPHABETA_CD8_TCELL_VS_B2_BCELL_UP ABCA7 ABCB10 ABCD1 ACKR1 ADD3 AFMID AKNA AMPD3 AMZ1 ANGPTL1 ANKRD12 ANP32A AP3M2 ARAP1 ARAP3 ARHGEF37 ARID1A ARID4A ARMC3 ARMC8 ATP10D ATP1B1 ATP2A3 BBS9 BCL6 BMX BZW2 C6 CACNA1S CACNB3 CBL CCDC25 CCDC88A CCDC88C CCDC97 CCND3 CCR9 CD180 CDC42EP3 CDS2 CELF2 CFAP141 CIB1 CIPC CLCN4 CLEC4G CLK1 CNP CNTRL CREBRF CRIP2 CTNND2 CYFIP2 CYLD CYP27A1 DCAF17 DCP2 DENND2D DFFB DHRS7 DOP1A DPY19L1 EBF1 EIF3A ELF2 ENSG00000267882 ENTPD6 EP300 EPB41L3 ERBB4 ERN1 EVL EXTL1 FBXL6 FCRLA FHIP1B FRAT2 FYCO1 GATA1 GDI1 GIMAP4 GIMAP6 GRAMD2B GZMA HECA HERPUD1 HLA-G HSD17B8 IER5 IL31RA IQGAP2 IRAG2 IRF9 JMJD1C KIF21B KLF15 KRIT1 L1CAM LBR LENG9 LIME1 LTF MADD MAN1A1 MARK3 METTL7A MLLT10 MLST8 MPP7 MYB MYO9A NAV1 NCOR1 NKG7 NRROS NUFIP2 NUP210 OGFRL1 OMA1 PADI2 PALM PANK4 PAPSS2 PARP14 PARP8 PARVG PCMTD2 PHAF1 PIAS3 PIK3CD PIK3R4 PLA2G15 PLAC8 PMS2 PPM1H PPOX PPP4R3A PRDM15 PRIMPOL PRPF4B PTP4A2 PTPRCAP PURG RAB38 RAPGEF6 RASA3 RBBP8 RBM27 RGS18 RICTOR RIPOR2 RPL13A RPS6KA1 SCARB1 SEMA6D SEPSECS SERPINI1 SHLD1 SIN3A SLC22A23 SLC6A13 SLC9A9 SLFN12L SMG1 SNRK SPG11 STRIP2 STX16 SZT2 TAF8 TATDN3 TDRD7 TMCC1 TMEM108 TMEM123 TMEM150C TMEM178A TNFRSF4 TOP2B TSPYL4 TTI1 TUBGCP6 TUT4 TYK2 UBAC2 UBE2F UBXN2A UBXN2B UNC13D USP4 VAV2 VCPIP1 ZC3H12D ZKSCAN3 ZMYND8 ZNF329 ZNF518A ZNF646 ZNF740 GSE3039_B2_VS_B1_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3039_B2_VS_B1_BCELL_DN ACOD1 ACTG1 AEN AKAP1 ALDOA ALOX5 ANKRD13B AP2M1 APEX1 ARHGDIA ARHGDIB ASB8 ASF1B ATCAY ATP2A3 ATP5F1B B3GAT3 BAMBI BCAT1 BEX2 BUB1B C11orf24 C19orf12 C3 C3orf18 CA4 CABLES1 CAPZA3 CCAR2 CCDC127 CCNE1 CD320 CD9 CDC34 CDCA8 CDK18 CENPM CENPT CEP89 CFP CHCHD10 CHEK1 CKAP4 CLEC5A CLSPN CLUH CMSS1 CNOT3 COQ3 COQ4 COTL1 COX8A CPT1C CSNK2B DCTPP1 DNAJB12 DSC1 E2F7 ECE2 EFHD2 EIF1AD ERCC6L F2RL2 FABP5 FAM72A FANCE FPR1 FPR2 FRMD6 FTH1 GALE GGT1 GOT2 GPAA1 GPATCH3 GPI GPR150 GPX1 GSTM4 GSTM5 H2AX HBEGF HDAC6 HGFAC HMGXB3 HOMER3 HOPX HRAS HROB HSD17B7 HTRA4 HYLS1 ICA1 IGF2BP2 IGFLR1 IL4R ILF2 IMPA2 IQGAP3 KAT2A KCNC3 KCNN3 KIF2C KLHDC8B KNL1 KPNA2 LAMP1 LDHA LGALS1 LGALS3 LRRC75B LRRTM1 LZIC MAD1L1 MATN3 MAZ MCF2L METRN METTL1 METTL21A MLEC MMEL1 MPP4 MPST MTFR2 MTSS1 NDUFA1 NDUFB7 NOMO1 NPVF NR4A3 NREP OLFM4 OPN3 PADI1 PCED1A PCLAF PGAP3 PIMREG POLE PPA1 PPP6R2 PSRC1 PTK7 PWWP2B RAB7A RAD54L RAN RANBP1 RAPGEF5 RBM15B RHOA RNASEH2C RNF128 RSPH1 S1PR4 SCIN SCLY SH3PXD2B SIDT2 SKA2 SKI SLC16A13 SLC19A1 SLC1A5 SLC25A38 SLC39A14 SLC39A2 SLC39A4 SMAD9 SMPD4 SNRPA SOX5 SPC24 SPRING1 SSNA1 SUCLG1 SUV39H1 SYT5 TACC2 TAGLN2 TAL2 TBL2 TICRR TMEM237 TP53 TPI1 TREM2 TSC22D4 TSPOAP1 TST TXNRD1 UBE2A UBE2QL1 UBE2V1 VEGFA VEZT YARS1 ZCWPW2 ZHX3 GSE3039_B2_VS_B1_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3039_B2_VS_B1_BCELL_UP ABCA1 ACE ACP2 ADD3 ADGRA2 AGRN AHSP AKAP11 AKAP9 AKR1B10 ALAS2 AP3M2 APOBEC1 ARFIP1 ARHGAP26 ARL15 ASAH1 ATF6 ATM AVPI1 B4GALT4 BBX BCL10 BMP2 BTG1 C3orf33 C5orf22 CALML4 CCDC186 CCL24 CCND1 CCRL2 CD163 CD1D CD40 CD79A CEP290 CFAP141 CHD3 CIITA CKB CLEC4M CREBRF CRIM1 CX3CR1 CXCR2 CXCR5 CYTH3 CYTIP DCLRE1C DDX23 DENND4A DIPK2A DOCK4 EEF2K ENPP4 ERLIN1 ETV1 FARP2 FBRSL1 FKBP7 FOXN3 FOXO1 FRAT1 GALNT1 GDI2 GIMAP1 GIMAP4 GLCCI1 GLIPR1 GM2A GNG2 GRAMD1C HCK HEBP1 HES1 HLA-DOA HOOK3 HRH1 IFI27 IFI30 IFIT1 IFT172 IKZF2 IL18R1 IMMP2L INPP4B INPP5K IRGM ISG20 ITGA9 ITGB3 JUNB KBTBD11 KCNJ8 KIF21B KLRC1 KRIT1 LAX1 LMNB1 MAP3K5 MARCO MCL1 MDM1 MFSD9 MGST1 MPZL3 MRAP MYO9A MZB1 NAT8L NCR1 NR1H3 NR4A1 NRIP1 NRM OXSM PALS1 PATJ PDE7A PDGFC PHC1 PHLPP1 PHLPP2 PIGL PIK3IP1 PILRB PLAGL1 PLPP1 PREB PRG4 PRKAB2 PRR5L PTGIS RAB11FIP2 RASGRP2 RASGRP3 RIMS3 RYR3 SCD SCRG1 SEC14L1 SELENOM SELPLG SFT2D1 SFXN2 SGSH SHFL SHISA5 SIPA1L1 SLAMF7 SLAMF8 SLC15A2 SLC16A9 SLC22A23 SLC25A31 SLC25A37 SLC4A1 SLC8A1 SLPI SLU7 SNCA SPICE1 SPIRE1 STAB2 STARD5 STK10 STK32C STX17 STXBP6 SULF2 SYCP2 TBC1D9 TGFBR3 TIFA TLR8 TMEM176A TMEM176B TMEM245 TMEM35B TNFRSF14 TNFRSF1A TRIP6 TSPAN3 TSTD1 TUBB2B TXNDC16 UBD UBE2L6 UIMC1 USP3 VPS16 VSTM4 ZBTB41 ZFP36 ZKSCAN1 ZNF12 ZNF229 ZNF467 GSE3039_CD4_TCELL_VS_ALPHAALPHA_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3039_CD4_TCELL_VS_ALPHAALPHA_CD8_TCELL_DN AATF ABCC3 ADCY2 AEBP1 AKR1B1 ALG5 ALKBH3 ALX3 ANAPC1 APEX1 ARHGAP18 ARHGAP22 ART5 AURKA AVPR1B BEX2 BIRC5 BLMH BSND BST2 C11orf58 C20orf96 CACUL1 CASP2 CCDC115 CCDC70 CCT3 CD244 CD300LF CD8A CDCA3 CDH16 CDK14 CENPE CENPN CEP128 CETN2 CHRNA2 CKAP2L CKS2 CLEC4A CLIP1 CMC2 CMSS1 COPE CPD CPS1 CRABP1 CRYZL1 CYB5R1 CYP2A6 DCLK2 DCPS DCTPP1 DMGDH DMRTB1 DNAJC8 DOCK8 DPP8 DUSP19 EFHD2 EIF3M EIF6 ERH EXTL3 FBXO34 FCGR3A FHAD1 FOXH1 FRMD4A FYB1 GAREM2 GATM GK GPT HACD2 HAUS1 HLTF HPF1 HSD17B12 HYPK IFI35 IFIH1 IFIT1 IL25 INKA1 IRF2BPL ISG20 ITGB5 KCNJ11 KIF24 KLRK1 KMT2E KXD1 LAMTOR1 LIMD2 LPCAT2 LYSMD3 MAD2L1BP MAT2A MCM10 MCM4 MCM5 MCM7 MEAF6 MNAT1 MRPL41 MRPL55 MRPS33 MYG1 NAA38 NAP1L2 NCAPH NCF4 NCOA7 NDE1 NDUFA3 NDUFS7 NECAP1 NELFA NIBAN1 NPHP3 NSA2 NUDT1 OIP5 PAPOLB PCNA PDE7B PDPK1 PEAK1 PFDN4 PGBD5 PHB1 PHF24 PIK3CG PIN1 PITX1 POLA1 POLR2E POLR2J PPM1B PPP1CC PPP1R14C PROX2 PSMA1 PTPRN2 PVT1 RAB28 RAD51 RBM41 RGMB RNF217 RNF39 RPA1 RPL35 RPL39L RPP30 RRM1 RRM2B RSAD2 RWDD4 RYR3 S100B SAMD9L SBDS SCP2 SCRN3 SELENOT SELENOV SIVA1 SLA SPAG4 SRRM2 ST8SIA3 STAT4 SUPT4H1 SYCE2 TDRD7 TEX14 TGFBI TGFBR1 TLR3 TMEM209 TMEM243 TMPRSS6 TMX2 TRIM33 TRMT112 TRMT5 TSSK3 TWIST1 UBE2B UBE2C UFC1 USP18 USP26 WDR74 ZMPSTE24 ZNF281 ZW10 GSE3039_CD4_TCELL_VS_ALPHAALPHA_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3039_CD4_TCELL_VS_ALPHAALPHA_CD8_TCELL_UP ABHD16A ABHD17C ACBD3 ACTR1A ADPRH ADRB2 AKT1S1 ALDH16A1 ALDH1B1 ALDH2 AMDHD2 ANO6 ANPEP ANXA4 AP3S1 ARF4 ARHGAP1 ARHGDIA ASAP1 ASRGL1 ATG16L1 ATP6V0B ATP6V0D1 ATP6V0D2 ATXN2 ATXN2L ATXN7L3 BACH2 BAK1 BCAR3 BMT2 BRI3 BST1 C12orf43 C19orf47 CA5B CACFD1 CAPNS1 CARNS1 CASS4 CCDC88A CD163 CD22 CD36 CD79A CDKN1C CEBPA CEBPB CHMP1A CHST7 CLEC7A CLN5 COL15A1 COLGALT1 COMTD1 COTL1 CPEB4 CTSZ DCSTAMP DCTN2 DCTN4 DDA1 DDHD1 DDX19A DHRS3 DNAJC6 DSTN EDEM1 EVL F10 F13A1 F7 FASTK FCRL1 FLOT2 FRY FUOM GALNS GASK1B GCLM GDE1 GDF15 GK5 GLTP GPR132 GRAP GRINA GSTM1 GUCD1 GUK1 HPS1 HRAS HSP90B1 HVCN1 IGHG1 IL12B ITPK1 KLF16 KLF4 KLF9 KMT5C LMO2 LPIN1 LRG1 LRRC20 MAG MAPKAPK2 MAVS MEOX1 MERTK MFSD12 MFSD5 MIA3 MLF2 MMP12 MTF1 MTSS1 MYO5A MZB1 NPC1 NRBP1 NUP42 OPTN OS9 OXCT1 PARD6G PGAP1 PGRMC2 PHF1 PLA2G7 PLD3 PLEKHO2 PLXNA1 PMM1 PON2 PPIF PPP1R12B PPP1R14B PPP1R18 PPP1R37 PROCR PTGIR RAD52 RALGDS RARRES2 RAVER1 RFX1 RGL1 RIN3 RNF128 RNF181 RNF31 RNPEP RYR1 S1PR1 S1PR5 SAMD8 SELL SH3BGRL SH3BP1 SLC25A15 SLC38A7 SLC49A4 SLC7A11 SLC7A4 SMPD1 SNAPC2 SNX9 SOCS7 SP2 SSH3 ST8SIA6 STAB2 STIM1 STMP1 STX6 SUCLG1 SYN1 TIMD4 TMA16 TMCC1 TMEM150A TOMM40 TP53RK TRIM3 TRPC4AP TSPAN17 TSPOAP1 TTC30B TTYH2 TUBB2A TUSC1 VEGFB VIM VSIG8 WNT5B WSB2 ZBTB21 ZFTRAF1 ZYX GSE3039_CD4_TCELL_VS_ALPHABETA_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3039_CD4_TCELL_VS_ALPHABETA_CD8_TCELL_DN ACAA1 ACAT2 ACKR3 ACOD1 ADAM23 AEN AKAP1 AKR1E2 AKR7A2 ALPK2 AMZ1 ANPEP ASAP2 ATIC ATP5MG BAHD1 BHLHE40 C3orf70 CAD CAPG CCDC102A CCL4 CCND1 CCR7 CD274 CD36 CD38 CDKN2B CFP CHCHD4 CISD3 CKB CLNS1A COX5A COX6A1 CRELD1 CTSD CTSV CYC1 DAG1 DCSTAMP DDB1 DDX18 DHRS13 DIP2C DMRTA2 DNAH7 DPYSL2 DUSP19 EBPL EIF3B EIF5A2 ELOVL5 EMILIN2 ENDOD1 ERP29 FAM20C FEZF2 FGFBP3 FTL G3BP1 GAS2 GCAT GCSH GNB4 GNG10 GOT2 GSS HBEGF HDHD3 HTR7 IGF2BP2 IL1R2 IL20RB IPO13 IRF4 JAK2 LAMP1 LIPG LRP12 MAK16 MDH2 METTL1 METTL17 MFHAS1 MIGA1 MLLT6 MORF4L2 MRAS MRPL15 MRPL52 MTSS1 MTX1 MYCL MYO1E NAB2 NDUFA7 NECTIN2 NEURL2 NIBAN2 NME2 NOP10 NOP2 NR2C2AP NRIP1 NRP2 NSUN5 NUDT17 OPN3 P2RX5 P2RY14 PCBP4 PCGF6 PHGDH PIGQ PIK3CD PIM3 PLCD1 PLXNA1 PNPO POMP PPARGC1B PPIA PPP1R1A PRDX2 PRPF4 PTGES3 PTPRS PYCARD RAB7A RHOQ RNF180 RPL10 RPL27A RPRD1A RPS26 RSL1D1 RTN1 S100A10 SDF2L1 SEC61B SENP3 SERPINB2 SERPINB9 SF3B4 SH3BGRL SHMT2 SHTN1 SIGMAR1 SIRT5 SLC11A2 SLC16A13 SLC19A1 SLC1A5 SLC25A39 SLC25A6 SLC27A1 SLC39A1 SLC39A2 SMDT1 SMPD4 SMPDL3B SMYD2 SNAI3 SPATA6 SPRED1 SQLE SUPV3L1 TADA2A TAGLN2 TANC2 TBRG4 TES TFRC THY1 TIMM10 TMBIM1 TMEM120B TMEM17 TOMM20 TPI1 TRAF3IP1 TRPM4 TRPV4 TSR1 TUBA1A TUFT1 UBE2O UBE3D UPP1 URB1 USP36 WDR33 WDR43 XBP1 YARS1 YBX3 YWHAG ZMAT3 ZMIZ2 GSE3039_CD4_TCELL_VS_ALPHABETA_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3039_CD4_TCELL_VS_ALPHABETA_CD8_TCELL_UP ABCC5 ABCC9 ABI3BP ADAM19 ADIPOQ ADPGK ADTRP ALOX15 ANKRD12 ANKRD13D ANXA1 APOBEC1 APOE ARHGAP9 ARHGEF37 ARMC8 ASB7 ATP2A3 B2M BACE1 BGN BTNL9 C1QB C1QTNF12 CALHM6 CCR3 CD300C CD5L CDK2 CDK5R1 CFH CHST13 CNMD CNN3 COX6B2 CSF3R CTSE CTSG CYBB CYFIP2 CYP27A1 DACH1 DAPL1 DGKH DSTN DUSP1 DUSP2 ELANE EPAS1 EPM2AIP1 FABP4 FAM221A FAM221B FAP FAR2 FBXO10 FCMR FCN1 FCRL1 FER FOSB FSTL1 GALNS GARIN3 GAS6 GLCCI1 GOLM2 GRINA H1-2 H3C14 HAS2 HCST HEMGN HEPH HK3 HLA-C HOXB4 HP HSPA1A IFIT1 IFNLR1 IGLC7 ING1 IRF1 JCHAIN KDM6B KHK KIAA0586 LATS2 LBR LCT LHFPL6 LMNB1 LPCAT1 LTA4H LYVE1 MAP3K5 MAPK4 MARVELD1 MATCAP2 MBD6 MCTP1 MCTP2 MCU MEFV MMP8 MMP9 MOGAT2 MPZL1 MS4A6A MSANTD3 MTMR3 MXD1 MYL12B NCAM1 NCF1 NCF4 NFYB NR4A1 NRM OAZ1 OLFM4 OLFML3 OSM OTUD7B OVGP1 PAXX PCNX1 PCP4 PDE2A PDE4D PDGFC PGLYRP1 PHF20L1 PHLDB2 PIAS3 PITPNC1 PLAGL1 PLPP3 PLTP PPP1R35 PRDX5 PRG2 PRKCI PROK2 PTGS2 PTPRC PURG PYGL R3HDM4 RAD52 S100B S1PR4 S1PR5 SCRG1 SEC22C SEMA4F SEPTIN1 SERPINB1 SERPING1 SERTAD3 SFI1 SH3BP5L SIGLEC10 SLC2A3 SLC4A1 SLC6A7 SLPI SMAD3 SORD SP110 SSH2 SUN2 SYNE1 TBC1D25 TEX15 TFEB THBD TIAM2 TIMM17B TINAGL1 TMCC2 TMEM38B TMOD4 TNC TNFSF13B TNKS1BP1 TRIB1 TRIB2 TRPM2 TTC21A UBA7 UBE2H UBE2L6 USP53 VCL VSIG10 WDTC1 ZBTB26 ZNF212 GSE3039_CD4_TCELL_VS_B1_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3039_CD4_TCELL_VS_B1_BCELL_DN ABHD4 ACP2 ADI1 ADIPOR1 ADRB1 ANGPTL2 ANO9 ANXA5 AOPEP AP3S1 ARG2 ATP13A2 ATP6AP1 ATP6V0C ATP6V1G2 B2M BST1 BTG1 C15orf61 C19orf12 C6orf15 C8orf74 C9orf43 CABLES1 CAP1 CCBE1 CCDC25 CCL4 CCR1 CD180 CD300C CD302 CD33 CD44 CD47 CD53 CD9 CD93 CEBPB CFAP141 CFAP206 CLEC4D CLEC7A CLIP2 CMKLR1 CNTNAP1 COG2 CSF1 CSF3R CTSB CTSC CTSD CTSK CTSV CYRIB DLEU7 DNASE2B DYNLT4 EIF5A EMB F10 FCER1G FER FNIP2 FOXC2 FPR1 FTH1 FURIN GABARAP GALNT14 GDPD1 GGT1 GLIPR2 GLRX GNPDA1 GOLPH3L GPATCH3 GPR152 GPRC5B GSTM5 GSTO2 H3C14 HLA-C HP HPGDS HPRT1 HS1BP3 HSPA1L HTRA4 HYAL4 IER3 IL12A IL12RB2 IL1B IL1RN IL4R INKA2 ITM2B KCNN3 KDM4B KIAA0319L KIF2B KLHDC4 KRT25 LAMP1 LHFPL2 LPCAT2 LRMDA LY6E LY9 MAGEF1 MCAM MCL1 MCOLN1 MEFV MIR1915HG MMP8 MORC4 MORN5 MPEG1 MPP1 MPST MR1 MSN MSRB1 MT1E MT2A MTG2 MYL12B NDUFA3 NDUFA7 NEAT1 NEK6 OIT3 OLIG2 PABPC1L PAXX PFN1 PGLYRP2 PIGB PIK3AP1 PISD PIWIL2 PLEKHM2 PLIN2 PPIA PROK2 RAP2B RAPGEF5 RARRES1 RAVER1 RHOA S100B SDCBP SDHAF2 SELENOW SGSH SH3BGRL2 SHARPIN SIRPA SIRPB1 SLC11A1 SLC31A2 SLC35F3 SLC38A7 SLC39A2 SLC6A8 SLPI SMKR1 SNCG SOD2 SPHK1 SPP1 SRSF12 STOM STX7 TAFAZZIN TEX22 TIMP2 TLR2 TLR8 TMEM106B TMEM38B TMEM86A TMEM98 TNFAIP8 TPD52 TST TTPA TXNIP TYROBP UCP3 UPP1 USP2 VMP1 YPEL3 ZBED5 ZFP2 ZNF473 ZNF846 GSE3039_CD4_TCELL_VS_B1_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3039_CD4_TCELL_VS_B1_BCELL_UP ADRA2A AHCYL2 AKAP1 AKAP11 AKR1B1 AKR1C3 AKR7A2 ALOX15 AMER1 AP2B1 APLNR ARHGAP19 ARL2BP ARRDC1 ASB2 ASGR2 ATP6V0E2 ATP8B2 BAD BAZ1B C1QA C1orf21 C8orf34 CAMP CARD10 CARMIL1 CBFA2T3 CCDC80 CCDC81 CCL17 CCND1 CCR2 CCT3 CD34 CD69 CD74 CDH17 CDK12 CDKL4 CEP89 CFHR1 CIAPIN1 CIITA CKB CLEC10A CMIP CNTD1 COX10 COX7A2L CREB3L2 CRIP1 CST11 CST3 CTTN CYP1B1 DBNL DCTN1 DKKL1 DNAAF11 EEF1G EIF4H ELOVL5 EMD EPB41L3 FAM168A FAM81B FARS2 FGFR1 FKBP1A FLNB FN1 FNDC5 FRMD6 GALNT1 GATAD2B GDI2 GGACT GM2A GSN GYS1 H1-4 HIC1 HLA-DMB HLA-DQA1 HLA-DRB1 HNRNPC HORMAD1 HR HROB HTR7 HYOU1 IFI30 IFIT1B IFITM3 IGFBP4 IL1RL1 IL20RB IL2RA IPO13 ITGAE ITGAX ITPR2 JAK2 JUND KCTD17 KDM2B KIDINS220 KMO LEF1 LPCAT1 LPL LTBP3 LY86 MARVELD1 MBD5 MBNL1 MDH2 MEGF8 METRN METTL2B MFAP1 MLEC MMP12 MPHOSPH9 MS4A6A MYADM MYCL MYL2 NAPSA NCAPH NCS1 NDUFV3 NME1 NOP53 NUP107 OASL OAZ1 OLFM1 P4HB PALLD PAQR4 PCLAF PDIA6 PELP1 PF4 PHKA1 PIGQ PIM3 PITPNB PKP3 PLCB3 POLL PRDX2 PTP4A2 PTPRR RAB39A RAB7A RASL11B RNASE2 RNASE3 ROGDI RPL3 RPN1 RTN1 SDC3 SEC16A SELP SHFL SIGLEC10 SLAMF9 SLC2A3 SMTN SNRPB ST3GAL5 STK32C STXBP1 SULF2 TACC2 TAGLN2 TANC2 TEP1 TLE1 TNS4 TONSL TP53I11 TRAF3IP1 TRIM28 TSPYL5 TTC21A TTC21B TUBA1B UACA UBE2O UBE2S USP39 WDHD1 WRN ZNF385A ZNF622 ZYX GSE3039_CD4_TCELL_VS_B2_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3039_CD4_TCELL_VS_B2_BCELL_DN A2M ACOD1 ACP2 AEN AKAP1 AKR1E2 ALDOA ANPEP APEX1 ARHGDIA ASS1 ATIC ATP13A2 ATP5F1B ATP5MC3 ATP6V0E2 B3GNT2 BHLHE40 C3AR1 C7orf50 CBR3 CBX2 CCBE1 CCDC134 CCDC137 CCDC80 CCL4 CCL7 CCND2 CD248 CD274 CD302 CD38 CD53 CDC34 CDH1 CDH17 CEP170B CFP CKM CLTA CNNM2 COL23A1 COMMD9 COMT COQ3 COX6A1 CTSD CYB561A3 DAG1 DCTPP1 DDB1 DDX18 DHCR24 DHX33 DIP2C DOCK4 DUSP19 EBPL ECE2 EFHD2 EIF3B EMP2 ENO1 EPS8 ERCC8 F2RL2 FBXO6 FCGR1A FNIP2 GCSH GORASP1 GPR84 HBEGF HGFAC HNRNPAB HNRNPC IER3 IFT43 IGF2BP2 IPO9 ITFG2 JAM2 KCNN4 KCTD17 KCTD5 LAMP1 LFNG LGALS1 LGALS3 LIPG LPP LRP12 LRPAP1 METTL1 MFHAS1 MREG MRPS24 MRPS27 MRPS33 MRTFB MRTO4 MTG1 MTSS1 MTX1 MYCL MYO1E NAB2 NDUFS8 NECTIN2 NME2 NOB1 NR4A3 NRP2 ODC1 OPN3 P4HA3 PABPC1 PCED1A PINX1 PLAUR PLEKHM2 PLPP2 PLXNA1 POLR3H POMP PPA1 PRELID1 PRPF31 PTGS1 PTK2 PVT1 PWP2 RANBP1 RDH13 RHOQ RNH1 RPL19 RPS19 RPS26 RPS8 RRN3 SCIN SDF2L1 SDHAF2 SELENOW SERF1A SERP1 SERPINB2 SERPINB8 SH2D1B SHTN1 SIGMAR1 SKI SLC19A1 SLC1A5 SLC25A39 SLC38A4 SLC39A2 SLC52A3 SMPDL3B SMYD2 SNAI3 SNUPN SNX3 SOCS5 SPRED1 SPRYD4 SQLE SSR4 SUCLG1 SUPV3L1 TGIF1 TIMM10 TMBIM1 TMEM167A TMEM237 TMEM238 TMEM86A TMLHE TNIP1 TREM2 TRIM13 TSR1 TUFT1 TULP4 TXNRD1 UNC93B1 UQCC2 UQCR10 UQCRQ USP36 WARS1 WDR18 WDR81 YARS1 ZFP36L1 ZMAT3 ZNF318 ZNF846 GSE3039_CD4_TCELL_VS_B2_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3039_CD4_TCELL_VS_B2_BCELL_UP AATK ABCB10 ADD3 AGRN ANKS3 ANXA2 APOE ARHGAP26 ARHGDIB ARHGEF18 ARHGEF37 ARL15 ASPRV1 ATG4C BACE1 BBS9 BBX BCAS3 BGN BTG1 BTG2 BTNL9 C1QC CALHM6 CD5L CD79A CDH11 CDK2 CDK5R1 CFH CHDH CHI3L1 CHST13 CLDN15 CNMD CPNE2 CRYAB CXCR2 CYP27A1 CYRIB DGKG DGKH DNAH17 DNAH8 DSP DTNB EFCAB11 EGR1 EIF4E3 ELANE ENPP4 EPAS1 EPM2AIP1 ERG EXOC6 FABP4 FAM221A FANCI FBXO10 FCGR3A FCN1 FCRL1 FCSK FLOT1 FN1 FOSB FOXF2 FPR2 FSTL1 GFOD2 GHR GLCCI1 GMPR GYS1 H1-2 HAS2 HELB HEMGN HLA-C HP HSPA1A IFNLR1 IGFBP4 ING1 INPP1 KHK KIAA0319L KIF18A KLF11 KLHL12 LGALS4 LHFPL6 LPCAT1 LPCAT4 LRG1 LRRC1 LSM14A MAFB MAP3K9 MAPK4 MARVELD1 MATCAP2 MCEE MCTP1 MCTP2 MDM1 MFSD9 MGST2 MMP9 MOGAT2 MPHOSPH9 MPP7 MS4A8 MSANTD3 MTMR3 NCAM1 NCAPH NCF1 NDUFV3 NIBAN3 NR4A1 NRM NUDT22 NUP107 NXN OAZ1 OLFML3 PARP16 PDE2A PDE4D PDLIM1 PHAF1 PHETA2 PI16 PIGL PLAGL1 PLCB4 PLPP1 PLTP PLXNB2 PPM1E PPP1R15A PPP1R35 PRDX5 PRODH PTPRC RAB37 RAP1GAP2 RFC2 RHOB RNF144B RPIA S100A11 S1PR4 SCRG1 SEC16B SELENOM SELP SERPING1 SH2B1 SH3BP5L SIGLEC10 SLC41A3 SLC4A1 SLU7 SMPDL3A SP110 SPIC SRSF5 SSH2 STK39 STX11 SYCP2 SYCP2L SYNE1 TBC1D25 TEDC1 TFEB THBD TICRR TIE1 TMCC2 TMEM176B TMEM216 TNC TRIB1 TRIM45 TRIM67 TRIOBP TRIP6 TRPM2 TTC21A TUBA4A UBA7 UBC UBE2L6 VCAM1 WRN YPEL3 ZBTB26 GSE3039_CD4_TCELL_VS_NKT_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3039_CD4_TCELL_VS_NKT_CELL_DN AAAS ABCC4 ABHD10 ACADL ACBD6 ACOT8 ADAMTSL3 AGPAT1 AIFM2 ALDH1A2 ALDOB ANP32E ARHGAP1 ATP1A3 BAMBI BCAR3 BICDL2 BRIP1 C5orf15 C8orf58 CCDC18 CENPP CENPT CENPW CEP128 CEP152 CEP85 CHD7 CHP1 CNGA4 COL5A1 COMMD5 CPTP CRYM DAZAP1 DBI DGKG DMWD DPP9 DSN1 DXO DYNC1I2 E2F4 ELOVL3 ERCC6L ESYT2 EXO1 EZH2 FAAP20 FAAP24 FAH FARP1 FBXL14 FES FLI1 FTO FXYD1 FZR1 GADD45G GMFG GOT1 GPD2 GPR137 GPR143 GPR160 GPR27 GPS2 HACD2 HAS2 HDAC6 HELLS HMGB3 HSPA12A ID1 IFRD1 IFT27 INTS15 ITGAM JADE1 KCNK12 KIF17 KLHL11 LDHA LINS1 LMF2 LMNB2 LOX MAGOH MAN1B1 MAP2K4 MAPK4 MAZ MCF2L MCM4 MED31 METRN MIEF2 MND1 MON1B MRPL18 MSMO1 MVB12B MYCBP MZT2B NCAPD3 NCAPG NCAPG2 NR1H2 NT5E NUCB2 NUDT22 ORAI1 PA2G4 PAM PATL1 PCLAF PDE6D PEF1 PGP PHGDH PIMREG POLA1 POLE POLH PPIL1 PPM1E PPP1CA PPP1R35 PPP6R1 PRADC1 PRKAR1A PSMC3IP PSMD3 PSTPIP1 PTCH2 PYGL RAB27A RAB37 RAN RASGRP4 RASSF2 RBBP8 RFC4 RGS7 RIOK1 RMND5B RNPEP RP9 RPA3 RPRD1B S100A6 SCAMP2 SCARF1 SCT SFXN1 SGMS2 SLC22A4 SLC25A29 SLC2A9 SLC39A7 SLC41A3 SLC52A2 SLX4 SMC4 SPRING1 SPSB3 SPTBN1 SPTSSA SRBD1 SS18L2 SSNA1 SUV39H1 SYPL1 TAF11 TAF6 TAOK2 TBC1D25 TFEB THOC3 TIGAR TIMELESS TMEM119 TMEM63A TPI1 TRAF7 TRIB1 TSEN34 TSPAN32 TSPO TUBGCP2 U2AF1 UBE2A USP1 USP39 VEGFA WDR62 WDTC1 WRAP53 ZDHHC16 ZSWIM5 GSE3039_CD4_TCELL_VS_NKT_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3039_CD4_TCELL_VS_NKT_CELL_UP ABCC3 ADCY3 AFMID AKAP10 AMBRA1 ANKLE2 ANKRA2 AP3M2 ARHGAP17 ARID1A ARID4A ARMC8 ARRDC3 B4GALNT1 B4GALT4 BET1L BIN3 BTBD10 C2orf88 CAMTA2 CCDC125 CCDC88A CCDC97 CCL5 CCM2 CCND3 CCR9 CDIPT CDK19 CDKL4 CDKN2AIP CDS2 CELF2 CGGBP1 CHST13 CISD2 CLK1 CNTRL CREB1 CREBRF CYTIP DCAF17 DENND1B DENND5B DHRS7 DNAH8 DOCK4 EDRF1 ELMO2 ENSG00000267882 ERICH3 ERMP1 ETHE1 EVA1A EVL FAM111A FAM234B FBXO4 FCRLA FGD4 FLACC1 FSD2 FYCO1 GABPB2 GANC GATA1 GDI1 GIMAP8 GP2 GPD1 GRM1 HAUS8 HDAC4 HEBP1 HECA HERPUD1 HIPK3 HNRNPH3 HOOK3 ICAM1 IKZF5 IL4I1 IL6R INPP5K INSM1 IQGAP1 IRF9 IVD KHK KIF21B KRIT1 LBH LEF1 LRP8 LTF MARCHF6 MARVELD1 MBD4 MDH1 MEPCE MKRN1 MLLT10 MLXIP MTMR12 MTMR14 MXD4 MYO9A NATD1 NCOA2 NDRG3 NEDD4L NOTCH2 NR2C2 NSMCE4A OSBPL2 OTULINL P2RX1 P2RY10 P2RY13 PAK1 PARVG PCMTD2 PDCD2L PDCD4 PDE2A PDLIM2 PDZD2 PHACTR2 PHKB PIAS1 PIK3IP1 PIKFYVE PLA2G2D PPP1R2P1 PRG2 PRICKLE2 PSENEN PTCD2 PTS RAB19 RAB37 RAP1B RBM48 RELA RELB RGS12 RICTOR RIT1 RNASET2 RNF144A RNF145 RSRP1 SAT1 SCNN1A SCYL3 SENP6 SENP7 SEPHS2 SEPTIN9 SH2B3 SH3BP1 SHLD1 SHPRH SKIC3 SLC25A53 SLC2A4RG SLPI SMARCD2 SMIM14 SSH2 ST3GAL4 ST8SIA4 STAT5B STOM SYNE1 SZT2 TAF5 TAFAZZIN TEP1 TESC TGFB2 TMEM150B TMEM178A TMUB2 TNFAIP8L2 TRAF1 TUT4 UBAC2 UBE2E2 UNC13D UNC5CL VCL VEZF1 VPS28 WDFY2 YY1 ZBTB32 ZDHHC7 ZEB1 ZNF571 GSE3039_NKT_CELL_VS_ALPHAALPHA_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3039_NKT_CELL_VS_ALPHAALPHA_CD8_TCELL_DN AAMDC ABCB10 ACSF3 ACTR3B ACVRL1 ADAM17 ADRB1 AFMID ANG AOAH APOBEC3B ARHGAP19 ARHGAP39 ATP5PF ATP6V1D BAIAP3 BATF2 BATF3 BID BLVRB C9orf152 CALHM2 CCL5 CD180 CD2 CD200R1L CD247 CD27 CD28 CD300LD CD3D CD3E CD3G CD5 CD6 CD7 CD79B CD8B CDPF1 CISD3 CLDND1 CREB3L1 CST7 CTLA4 CTSW CXCR6 CYP2R1 CYRIA DNASE1L3 DNMT1 DOCK2 DPP4 DPYSL3 DUSP2 EFHD2 EGFL8 ENTPD6 ENTREP3 EPSTI1 ERAL1 FADS6 FASLG FOXP1 FYN GALNT10 GBP2 GEM GGH GIMAP1 GIMAP4 GIMAP6 GIMAP7 GIMAP8 GPR162 GPRASP3 GTSE1 GZMA GZMB GZMK H2AB2 H2AC25 HAUS5 HCK HLA-B HLA-C HLA-E HLCS HRH2 ICAM2 IFNG IFT27 IGHM IKZF3 IL12RB1 IL18BP IL2RB IL2RG IL3RA IRF1 ITGA4 ITK ITPA KEAP1 KLRC1 KLRD1 LACC1 LAG3 LAT LCK LETMD1 LPL LY6E LY9 MAP1S METTL23 MFSD11 MNS1 MRPS16 MRPS36 MTHFD2 NCR1 NELFA NKG7 NLRC5 NR1H3 NXPE3 NXPE4 OGFR PADI2 PARP11 PARP3 PDCD1 PDK1 PGLYRP2 PHGDH PLEKHG1 PMF1 PML PNP PPM1H PPP1R16B PPP5C PRF1 PRKCH PRKCQ PTP4A2 PTPRC PTPRCAP RAD23A RBBP8 RBFA RBM28 RGS16 RIOX2 RMND1 RPGRIP1 SCARF1 SEMA4D SEPTIN6 SERF2 SETDB2 SGCE SH2D1A SH2D2A SKAP1 SLAMF7 SLC11A2 SLC13A3 SLC25A19 SMAGP SPN SRGAP2 STAT1 STAT2 STAT4 SYTL2 TANGO6 TAP1 TAP2 TBC1D24 TBCB TBX21 THEMIS THY1 TMCC2 TMEM102 TMEM71 TNFRSF18 TOX TRAF2 TRAF5 TSPAN32 TXK UBAP2L UBASH3B UNC93B1 VILL ZBP1 ZBTB32 ZMAT5 GSE3039_NKT_CELL_VS_ALPHAALPHA_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3039_NKT_CELL_VS_ALPHAALPHA_CD8_TCELL_UP ABCA3 ACADM ACBD4 ACY1 ADAMDEC1 ADGRG3 ADGRL2 ADSS1 AHR ALCAM ALPK1 ANKRD22 ANKRD33B ARG2 ARRDC4 ASPRV1 ATRNL1 BEND4 BLTP3B CAMP CAP1 CARD10 CASP6 CCDC157 CCDC28A CCDC80 CCNG2 CCR1 CD14 CERT1 CHD2 CHI3L1 CLEC16A CLEC4D CLK4 CPEB2 CPED1 CPNE8 CSF1 CSRNP1 CTC1 CTNNB1 CTSE CXCL1 CXCL6 CXCR2 CYTH1 DIP2A DIP2C DMXL2 DUSP6 DYNLT1 ECHDC3 EIF4EBP1 EIF4G3 EMB EMILIN2 EPHA2 ETS2 F2RL2 FAM107B FAM8A1 FAP FBXL20 FBXL5 FCGR2B FOSL2 FRG1 G0S2 GNG10 GPAT3 H2AJ HAL HBEGF HCAR2 HDC HEBP1 HIGD2A HLA-DRA HNRNPC HTRA3 IER3 IFI44L IGF1R IGFBP6 IL13RA1 IL1R2 IL36G ING3 ITPRIPL1 JMJD1C KCNQ1OT1 KDM7A KLF7 KLHL12 KMT5B LCN2 LSM12 LUC7L MAP1LC3A MAP4K4 MAPK13 MARCHF3 MARCHF7 MAU2 MDH2 MGAT4A MICALL1 MICALL2 MMP3 MTHFD2L MTM1 MTUS1 NCF4 NDEL1 NDFIP2 NDST1 NDUFA6 NUDT4 OLFM4 OSER1 P2RY13 PAG1 PALS1 PAN3 PBX1 PDLIM7 PDPK1 PDXDC1 PELI2 PGF PI16 PI4KB PIM1 PLAU PLK3 PLXDC2 PPP1R3B PRELID1 PROK2 PRPF39 PRSS22 PTPN12 QSOX1 RAB3GAP1 RABGAP1 RABGEF1 RAP2A RASA2 RBM45 RETREG1 RHOV RIC8A RICTOR RLF RNF24 RRP1B RSRC2 S100A8 S100A9 SCAMP1 SFI1 SFMBT2 SGSH SHCBP1L SLC2A1 SLPI SMIM3 SMOX SPATA1 SPHK1 SRGN SSH2 STAMBPL1 STEAP4 SVIP TBC1D23 TCN2 TIGAR TMEM40 TMEM53 TMEM87A TNFAIP6 TRA2A TREM1 TTC33 TTC5 UBR3 UBXN4 UPF2 UPP1 USP2 YTHDF3 ZBTB41 ZFP69 ZMYM2 ZNF292 ZNF43 ZNF608 ZNF622 GSE3039_NKT_CELL_VS_ALPHABETA_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3039_NKT_CELL_VS_ALPHABETA_CD8_TCELL_DN AASDH ABCF1 ACBD5 ADAM23 ADCY3 ADH5 AKT3 ALG5 ALG9 ALKBH1 AMMECR1L ANPEP AP3M2 ARHGAP17 ARRDC3 ATF6 ATP10D ATXN1 B4GALT4 BEX3 BMP2 BMP2K BTAF1 C1orf216 C2orf88 CAPN2 CCDC88A CCR9 CCT4 CCT8 CD4 CD7 CD79B CD80 CDC42BPB CDIP1 CHD2 COMT CREBL2 CRTAP CSNK1A1 CSNK1G3 CTNNA1 CTNND2 CXCL10 CYTH3 DCAF13 DCAF7 DDRGK1 DDX18 DIPK2A DNAJA3 DPH5 DUSP19 DYSF EIF3A EIF3J ENTPD1 EPHX1 EPRS1 ERP44 EVA1B EXT1 FAM120B FTH1 GCLC GFER GLS GLT8D1 GNPNAT1 GORAB GP2 GRK5 GTF2H2 GTPBP4 GYPC HERPUD1 HES1 IGKC IL13RA1 IL6R IL7R IRF9 ISG15 ITGA9 ITGAL JMY KCNK6 KCTD6 KLK8 KPNA3 LFNG LPP LRP6 MAGED1 MAGT1 MAK16 MARF1 MIEN1 MITF MRAP MRPL11 MRPS22 MRPS31 MRPS33 MTAP MTARC2 MYCL NATD1 NDUFC2 NFATC2 NOP53 NRBF2 OGFOD1 ORC4 PANK1 PATJ PHC3 PHLPP2 PLBD2 PLEKHA3 PLS3 PLXDC2 POLR1F POLR3H PPCS PPDPF PREB PRKACB PRORP PRXL2B PURA PWP2 PWWP2A RAB12 RAB3IL1 RABEP2 RALGDS RASA3 RGS12 RIPK3 RNASEH1 RNF122 RNF138 RNF180 RPF1 RPL36A RPL4 RTCB RTL5 RTN1 RUNDC3B SAMHD1 SAT1 SCD SCOC SELENOT SERPINB6 SGSH SH2D1B SH3PXD2A SLC22A23 SLC22A5 SLC25A3 SLC35B3 SLC39A1 SLC45A4 SLC4A7 SMAD5 SMCHD1 SNAP29 SNAPC3 SOAT1 SOD2 SRSF6 ST8SIA4 STAB2 SUB1 THAP12 TIFAB TMEM168 TMEM192 TMEM65 TNFRSF11A TOR3A TOX2 TRAF3IP1 TRMT13 TRMT5 TRNAU1AP TUBB2B TUT4 TYK2 U2SURP USP18 USP9X VPS29 WASHC4 YTHDF2 ZNF229 GSE3039_NKT_CELL_VS_ALPHABETA_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3039_NKT_CELL_VS_ALPHABETA_CD8_TCELL_UP ACBD6 ACVR2A AGFG1 ALG9 ALKBH7 ANKRD28 APOC2 APOOL APPL2 ARL6 ATG5 ATP5MC3 BCCIP C1QA C1QB CACNA1D CBR1 CCDC115 CCDC90B CCHCR1 CCNL1 CCT2 CCT3 CENPW CEP152 CEP170B CFDP1 CHST1 CKAP2L CLEC5A COPE COQ3 CPLANE1 CRELD1 CRLS1 CSDE1 CTPS1 CTSS CUL7 CX3CL1 CXCL11 CYP2C18 CYP51A1 DDB1 DDX50 DNAL1 DOK2 DSTN EEF1AKMT1 EIF3G ELK3 ELP4 ERGIC3 ESF1 ESR1 ESYT2 ETF1 FADS1 FAIM FARP1 FARSB FDFT1 FDPS FEZ2 FNDC4 FOS FOSB FZD5 GADD45G GART GBP4 GGT1 GLMP GLOD4 GPR84 GTF2E2 GTF2F2 GTF3C6 HAUS1 HDDC2 HIBADH HSD17B10 HSPA14 HSPB1 HYPK IL1R2 IL1RN IMMT INTS2 ITGA5 KAT2A KIAA1522 KY LCORL LLGL1 LOX LRATD2 LRMDA LRRC42 LRRC58 MAFF MALSU1 MAP4 MB21D2 MCTS1 MICALL2 MLF2 MND1 MRPL18 MRPL21 MRPL40 MRPL42 MRPS26 MSH6 MTFR2 NAMPT NCAPD2 NDUFA8 NEK2 NES NFE2L2 NUCB2 NUCKS1 NUF2 P2RY12 PARVB PCLAF PDE7B PEBP1 PFDN4 PFDN6 PGLS PHF20 PLAUR POFUT2 POLA2 PPP2R1A PRDX3 PRIM2 PRKAR1A PRODH PSMA1 PSME1 PTRH1 PYCARD RAB9A RANBP1 RDX RNASE4 RNF128 RNF19A RPS19BP1 RPS27L RPS8 RRBP1 S100A10 SAR1B SCIN SEC24A SFXN1 SHB SLC19A1 SLC25A1 SLC35B1 SLC6A8 SLC7A11 SMARCA4 SMIM15 SMYD2 SNRPF SPCS1 SQSTM1 SRPRA SSR3 SSX2IP STMN1 SWI5 TFEC TIMP2 TMED1 TMEM214 TMLHE TNFRSF9 TPST1 TRAPPC3 TRAPPC6A TRIM32 TSC22D1 TSR1 TTK TUBA1B U2AF1 UCHL5 VPS53 WDHD1 WDR35 WDR43 WDR74 ZDHHC16 ZNF330 GSE3039_NKT_CELL_VS_B1_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3039_NKT_CELL_VS_B1_BCELL_DN ACO1 ADAT2 AGO2 AKAP11 ALAD ANKRD28 ANKRD50 APOLD1 APTX ARHGAP18 ARHGEF10 ARL2 ARL4A ARL4C ARMC1 ASPM ATIC ATOSA ATP5MC3 ATP7A ATP8B2 AURKA BAIAP2 BLNK BLOC1S5 BUB1 C1orf198 CCDC32 CCT2 CD99L2 CDK14 CDT1 CEP152 CEP41 CHD1L CHD3 CHRAC1 COQ6 COX16 COX4I1 CSE1L CSTF2 CTH CUL2 CUL7 CXCL16 CYSLTR1 DBP DMAC1 DNAJA3 DNMT3A DOK1 DPH6 DSC2 EDNRB EPRS1 ESR1 FAM117A FAM135A FAM162A FAM219A FASTKD2 FBLN2 FBN1 FGFBP1 FKBP2 FXN FYTTD1 GAS7 GDPD1 GID4 GINS1 GNA12 GPR183 GPR34 GPX7 GSTM3 GTF3C4 H1-0 H2AX H2BC13 HDDC2 HK2 HNRNPA0 HPGDS HYCC1 INTS10 IPO5 ITM2C KDM2B KIAA1522 KNSTRN LAS1L LMNA LRRC40 LRRC42 LYVE1 MAGED1 MCM6 MIB1 MLLT11 MND1 MRPL46 MRPS10 MRPS22 MS4A6A MSMO1 MTOR MYO1B MYO5A NAGLU NCAPH NCBP2AS2 NDUFAF5 NPRL2 NRP1 NUCKS1 OPA1 P2RX4 P2RY6 PAPSS1 PARP1 PBX3 PDPR PHKA1 PHTF2 PLBD1 PLPP3 POLA1 POMGNT1 PRDX3 PRODH PSMB4 PTCH1 PTRH1 PTRHD1 PURA QSER1 RABGGTB RAI1 RNASEH2B RNF180 RPAP2 RPL19 RPL34 RPS18 RPS3 RRM1 SERPINB2 SH3RF1 SLC4A7 SLC7A6 SMARCAL1 SMG6 SMUG1 SNX2 SNX8 SPC25 STK38L SUB1 SULF2 TACC3 TAMM41 TBC1D31 TIMP2 TK1 TMCC3 TMEFF1 TMEM107 TMEM147 TMEM273 TMEM54 TMEM9 TMLHE TNS4 TPCN1 TPI1 TRAF3 TRIB2 TRIP6 TSC22D1 TSC22D2 TSEN2 TTC9 TTK TUBB TUBB6 TUFM UBXN8 USP24 USP36 UTP25 VAMP7 VCL VKORC1 WDR43 WDR74 WDR75 YARS1 ZNF330 GSE3039_NKT_CELL_VS_B1_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3039_NKT_CELL_VS_B1_BCELL_UP ABCA13 ABTB2 ACAT2 ACIN1 ADAM19 ADAM28 AOPEP AP1S2 ARAP1 ARHGAP45 ARPP19 ATF5 ATP1A2 ATP2A3 ATP6V0A1 ATXN7L1 B3GNT8 BAZ2B BET1L BIN3 BLTP1 BMP8A BMP8B BZW2 C1GALT1C1 C1orf56 CA5A CANT1 CBX7 CCDC97 CCM2 CCND3 CCNO CDC42EP3 CDIPTOSP CEBPD CKAP4 CKLF CMIP CNOT3 CORO2A CRTAM CTDSP1 CYTIP DDI1 DENND1C DLGAP2 DLL3 DNAH9 DUSP16 E2F4 ECEL1 EED EFNB3 EP300 ERICH3 EZH1 FGF20 FGL2 FHIP2B FIS1 GATA4 GGT5 GPBP1L1 GPN2 GPR146 GPR27 GPSM3 H1-4 HDAC7 HNRNPUL1 HSD17B1 ID1 IFNLR1 IGSF9B IL18R1 INPP5A INTS6L IP6K1 ITGA5 ITPRIP JAK2 KCNJ11 KCNN3 KCTD11 KIAA2013 KLF13 KMT2D KRT34 LAMTOR4 LBH LEMD2 LFNG LRG1 LTB LYPLA2 MAPK13 MAPK4 MARK2 MED11 MFSD4B MINDY1 MLXIP MMP7 MON1A MYCN MYF6 NCAM1 NYX OGA OGFRL1 OLFM4 OLFML2B OPRL1 PAGR1 PAXX PBXIP1 PDE1B PDE4A PDZD11 PHRF1 PLD1 PQBP1 PRAM1 PRELID3A PTCD1 RASGRP4 RASSF2 RASSF3 RCSD1 RIPOR2 RNF24 RP1 RTN3 S100A13 S100A6 S100A8 SAA1 SAMD9L SEMA4B SERPINA11 SIPA1L3 SLC25A20 SLC27A2 SLC2A4RG SLC37A1 SLC38A2 SLC4A1AP SLC66A2 SLC6A13 SLC6A4 SLCO4A1 SLFN12L SLU7 SMIM12 SMIM23 SNX11 SOBP SORBS1 SP4 STK38 SUDS3 SVIP SYS1 TBKBP1 TBX6 TENM1 TFEB TFEC TMCO6 TMEM213 TMEM234 TMUB2 TRADD TRIM34 TRMT9B TSC22D4 TSPAN10 TUBA4A TXNL4B UBP1 USF1 VAMP1 VCAN VRK1 WDFY4 WDR83OS WDTC1 YPEL5 YWHAH ZNF212 ZNF473 ZNF646 ZNF76 ZNF808 ZNHIT1 ZNRF1 ZRANB1 ZSWIM8 GSE3039_NKT_CELL_VS_B2_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3039_NKT_CELL_VS_B2_BCELL_DN ABCA1 ACAT2 ADAM28 ADAM8 ADRA1A AKR1B15 ALDOA ALDOC ANGPT2 ANKRD37 AOPEP APBB2 APBB3 APOC3 AQP9 ARG1 ARPP19 ASB15 ATF5 ATP6V0A1 ATXN7L1 B3GNT5 B4GALT1 BASP1 BEND6 BEX3 BHLHE40 BLCAP BRI3 BZW2 CAV1 CAVIN1 CCDC97 CCL4 CCRL2 CD109 CD80 CDH1 CDKN1A CEBPB CHD7 CHKB CHST1 CISH CPED1 CPSF7 CRABP1 CREB5 CRTAM CSF1 CSRNP1 CTPS1 CXCL14 CXCL3 CYLC2 CYTH1 CYTIP DAB2 DDIT3 DUSP16 DUSP4 DUSP6 ECHDC3 EDF1 EDN1 EHBP1 ELK3 ELL EMCN EMILIN2 EPHA2 ETS2 F2RL2 F3 FKBP11 FLCN FOSL1 FXN FZD2 GAL GCH1 GCNT1 GPAT3 GPR137B GPR19 GPR25 GRINA H1-4 HAL HCAR2 HILPDA HLA-B HMGA2 IL1B IL7R IRS2 KBTBD13 KLF7 KLHL25 LDB2 LDHA LGALS3 LXN LYAR MAFF MAFK MARF1 MED7 MFSD4B MIF MMP10 MMP2 MRTO4 MSH3 MYCN NDRG1 NFAT5 NFIL3 NLRC5 NOTCH4 NT5E NYX OGA PAXBP1 PCGF5 PLA1A PMEPA1 PNRC1 PPARD PPP1R3G PROCR PRPS1L1 PRUNE2 PTGS2 RAB19 RBM42 RBMS1 RBP7 RESF1 RHOV RNF149 RPL39L SCHIP1 SCN5A SDC4 SEC62 SERTAD1 SF3A3 SH3PXD2B SHFL SIX6 SKI SLC15A3 SLC16A3 SLC25A33 SLC2A1 SLC7A6OS SLC9A5 SLCO4A1 SMAD7 SMOX SOD2 SORBS1 SPHK1 SPP1 SPRED2 STS STX7 SYCP2 TBC1D14 TEC TECPR1 TES TESMIN TLR2 TM4SF1 TNFAIP3 TNFAIP6 TNFRSF12A TP53BP2 TP53I11 TPI1 TREM1 TRIB3 TRPM8 TUT7 UACA UBXN4 UCK2 USP53 WBP1L WDR91 WTAP WWP2 XBP1 ZFP36L1 ZMIZ1 ZNF18 ZNF473 ZNF76 GSE3039_NKT_CELL_VS_B2_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3039_NKT_CELL_VS_B2_BCELL_UP ABCB7 ABCC4 ABI2 ACER3 ACO1 ACSS1 ADAT2 ADD3 AGAP1 AHCYL2 AHSP AK3 AKAP11 ALDH1A2 ANP32E ANPEP AP1M1 APH1B API5 ARHGAP18 ARHGEF10 ARL5A ATP8A1 B4GALT4 BATF3 BCAS3 C1QA C1QB C1QC C1orf54 C2 CALHM2 CAT CBL CCDC88A CCDC93 CD1D CD2 CD209 CD5L CD7 CD79A CD79B CEACAM21 CEP68 CFH CHD1L CHD6 CIITA CNTLN CTBP1 CTSF CTSG CXorf38 CYLD CYRIA DAGLB DAPK1 DDR1 DERA DHDH DOCK5 DPP4 ELANE EMP3 EPB41L3 EPS15 ERI1 ESPL1 EVL F5 FAM117A FCGRT FLT3 FLVCR1 GALNT3 GM2A GP2 GPR18 GPX1 GSTO1 HACD4 HEBP2 HEMGN HFE HIPK2 HNRNPUL2 HPGD HPS3 HR HYCC1 IDS IGLC7 INPP5F INTS10 ITGA4 JCHAIN KCNK6 KDM2B KIF13A KLHL20 KLK8 KRT80 LANCL1 LANCL2 LDLRAD3 LIFR LIMD2 LPCAT1 MAN1A1 MARCO MDP1 MLEC MPO MRAS MYCL NADK NAIF1 NCKAP1L NEURL1B NHSL2 NONO NSMAF NUCKS1 NUP210 OBI1 OPA1 PARN PDLIM1 PDPR PIGH PIKFYVE PIP4K2A PLBD1 PLD4 PLXND1 POLR3B POSTN POU2AF1 PPCS PRG4 PRTN3 PTGIR PTPRC PTPRM QPRT RAMP1 RASGRP2 RCAN1 RDH10 RIMS3 RIPK1 RNASEH2B RNF141 RNF168 RRAS2 S1PR5 SASH3 SEMA6D SERPINB6 SETX SGPP1 SLC16A9 SLC40A1 SLC45A3 SLC4A1 SLC4A7 SLC5A3 SLC9A9 SMAGP SPIC SPN SSRP1 ST6GALNAC2 STAB2 STK4 SULF2 TACC1 TATDN3 TBXAS1 TDRD3 TFDP2 TIA1 TMC6 TMEM107 TMEM176B TMEM26 TMEM64 TNFRSF21 TRIM44 TSSC4 TUFM TUSC1 UBA2 USP5 VKORC1 VWA8 ZC3H12D ZER1 ZNF445 GSE30962_ACUTE_VS_CHRONIC_LCMV_PRIMARY_INF_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE30962_ACUTE_VS_CHRONIC_LCMV_PRIMARY_INF_CD8_TCELL_DN ADK AIM2 AKR1E2 ARHGAP11A ART3 ATAD5 BCAP29 BCAT1 BCL3 BLM BMI1 BST2 BUB1 C12orf75 C15orf39 C1QBP C9orf152 CASP3 CBLB CBX6 CCNA2 CCNB2 CCR9 CD109 CD160 CD244 CD81 CD83 CDC14A CDC27 CDC6 CDK2AP1 CDK6 CELF2 CENPK CENPP CEP128 CHEK1 CHST2 CKAP2 CMSS1 CORO2A CPT1A CRMP1 CTLA4 CTPS1 CXCL10 DDIT4 DIAPH3 DTL DUSP4 DUT DYNLT3 EGR2 EHD4 EIF1AX ERMN ETV5 EXO1 FABP5 FAM81A FANCD2 FAXC FCER1G FEN1 FIGNL1 FILIP1 FKBP5 FLNB FRMD4A GAS2 GCA GCNT1 GCSH GLDC GMPS GNL3 HAT1 HELLS HMGB3 HMGN3 HOOK1 HSH2D HSPA9 ID3 IFITM3 IL21 INPP4B IPP IRF8 ITM2A JAZF1 KIF22 KIF4A KIFAP3 KNSTRN KPNA2 LAG3 LAP3 LITAF LPGAT1 MAD2L1 MAP2 MBOAT7 MEF2C MELK MEMO1 MIS18BP1 MIX23 MMD MTHFD2 MYB MYC MYO1E NAA50 NANP NAPSA NCAPG2 NCF1 NDRG1 NEK2 NOP58 NRGN OPTN OXSR1 PALS2 PAQR4 PCGF5 PCTP PDCD1 PEX11A PHLPP1 PLK4 PLOD2 PSAT1 PSMC3IP PSMD12 PSPC1 PTGER2 PWP1 RAD18 RAD51 RAD54L RANBP1 RBMXL1 RCSD1 RFC4 RGS10 RNASEH2B RNF128 RSAD2 RTP4 SEMA4C SERPINE2 SET SGO1 SHCBP1 SKAP2 SLC25A13 SLC37A2 SLC6A13 SMCO4 SMYD2 SNX9 SPAG5 SPATS2 SPC25 SPOCK2 SRFBP1 ST14 ST6GAL1 STARD3NL STAU2 SUV39H1 SYNPO SYPL1 TACC2 TAMM41 TARS3 TBC1D31 TFDP1 TFDP2 TFRC TIMM8A TNFRSF9 TOX TOX2 TPD52 TRIP13 TXNDC12 UBASH3B UCHL5 UHRF1 UMPS UTP6 VAMP5 XCL1 XRCC2 ZAN ZNF518B GSE30962_ACUTE_VS_CHRONIC_LCMV_PRIMARY_INF_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE30962_ACUTE_VS_CHRONIC_LCMV_PRIMARY_INF_CD8_TCELL_UP ABCA6 ABCG1 ACSS1 ACSS2 ACTN2 ADGRE5 ADRB2 ANKRD11 ANTXR2 ANXA4 AP3M2 APBB1IP AQP9 ARHGAP25 ARHGAP45 ARHGEF2 ARL2BP ARL4C ARL6IP5 ARMC7 AS3MT ATP2A3 B4GALT1 BCL11B BCL9L BNIP3L BNIPL BORCS7 BRWD1 C1orf21 CACNA2D4 CARD6 CCR2 CD96 CDHR1 CDKN1B CEP97 CHD7 CMA1 COX7A2L CPM CREBRF CX3CR1 CYB561A3 DNAJC15 DOCK5 DTX1 EMP1 ENSG00000286190 ENTREP3 ESM1 EVA1B EVL FAM104A FAM117A FAM78A FBRS FCGR2B FCGRT FGF13 FHIP1B FIRRE G0S2 GAB3 GABARAPL2 GALNT10 GNS GPX8 GRAMD2B GTF2I GZMA GZMM HDHD5 HLA-A HOPX HSPH1 ICAM1 ID2 IER5 IFNAR2 IL11RA IL18RAP INSL6 IP6K1 IQGAP2 ITGB2 JAK1 KCNJ8 KCTD2 KDM7A KIF21B KLF2 KLF3 KLRG1 KRI1 KRTCAP2 L3MBTL3 LCK LETM2 LIMD1 LINC01160 LPAR6 LRRC24 LTB MAML2 METTL23 MFNG MPND MRTFA MXD4 NCALD NCK2 NHERF1 NHSL2 NOD1 NR1D2 ORAI2 P3H4 PBXIP1 PCMTD2 PDCD6IP PDLIM1 PEA15 PEAK1 PGM2L1 PHF13 PHF21A PHF21B PIGB PIK3R5 PLCG1 PNPLA7 PPP2R5A PPP3CA PRKAB2 PRKD2 PRKX PRR13 PXYLP1 RAP1B RAP1GAP2 RAP2A RARA RASAL3 RASGRP1 RASL12 RERE RFX1 RFX3 RNF13 RRAS RSU1 S1PR5 SBK1 SELENOP SELPLG SEMA4F SESN1 SFXN3 SGK1 SLC12A7 SLC20A1 SLC2A3 SLC37A1 SLCO3A1 SMAD3 SMOX ST8SIA1 STAT6 STK38 STMP1 STX17 SUN2 SYF2 TBX21 TECPR1 TKTL1 TMEM131L TNFAIP8L2 TNIP1 TOB1 TP53INP1 TRAF3IP1 TRIM65 TSPAN5 TTC39C TXNDC5 TXNIP TYK2 UBE2H UCKL1 VSIR VWA1 WFIKKN2 YES1 YPEL3 YPEL5 ZBTB9 ZEB2 ZNF652 GSE30962_ACUTE_VS_CHRONIC_LCMV_SECONDARY_INF_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE30962_ACUTE_VS_CHRONIC_LCMV_SECONDARY_INF_CD8_TCELL_DN ACOXL ADGRG1 AIFM1 AKR1B15 ALYREF AMIGO1 ARHGAP11A BARD1 BCAP29 BCL2A1 BIRC5 BRCA1 BTBD19 BTF3L4 C12orf75 C9orf152 CASP3 CCDC28B CD109 CD160 CD244 CD81 CDC14A CDKN3 CENPE CENPH CEP128 CEP19 CEP43 CEP57 CEP83-DT CHST2 CIP2A CKAP2L CLPB CLSPN CORO2A COX5A CPT1A CYTH3 DDX1 DELE1 DHFR DNAJB13 DSCC1 DTL DUSP6 DUT DYNLL2 E2F1 EGR1 EGR2 EHD4 EPCAM EPDR1 ESCO2 EZH2 FAM20A FAM3C FARP1 FAXC FILIP1 FRMD4B GAR1 GBP6 GCNT1 GCSH GFI1 GINS1 GLIPR1 GLRX GNPTAB GPD2 GPR65 HELLS HHEX HMBS HMGB3 HOOK1 HPF1 HRH4 HSD17B12 ICA1 IFI27L2 IFI30 IFNGR1 IFT80 IL1R2 IL21 INO80C INPP4B IPCEF1 IQGAP3 IRF8 ISG20 ITIH5 JDP2 KALRN KIF20B KIF22 KNL1 LAG3 LAMP2 LDHA LITAF LPGAT1 LSM2 LSM6 MCM10 MCM8 MED7 MICU3 MIPEP NAMPT NAPSA NASP NCF1 NDFIP2 NDRG1 NDUFAF7 NMRAL1 NPNT NR4A2 NUP93 OXSR1 PAQR4 PBK PCGF5 PDCD1 PERP PFKFB1 PHACTR2 PIP4K2A PITPNM2 PLK4 PLXND1 PMVK POGLUT3 PPA1 PPIL1 PRC1 PSMB7 PTGER2 PTPN12 RAD51 RAD51AP1 RCN1 RGS16 RNF128 RRM1 RRM2 RSAD2 RTP4 RUVBL1 SC5D SEC63 SEMA4C SEMA7A SERPINB9 SERPINE2 SHCBP1 SKAP2 SLC35G1 SMARCA5 SMC2 SMCHD1 SMYD2 SNRNP35 SNX9 SPATS2 SPC25 SPRED1 SRFBP1 SRGAP3 ST14 STARD4 STMN1 STT3B SYNPO TACC2 TACC3 TEX9 TFRC TIPIN TK1 TMBIM1 TMCC3 TMEM38B TNFRSF9 TOP2A TPX2 TSR1 TWSG1 TYMS UBASH3B XCL1 XPNPEP1 ZAP70 ZNF367 ZWILCH GSE30962_ACUTE_VS_CHRONIC_LCMV_SECONDARY_INF_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE30962_ACUTE_VS_CHRONIC_LCMV_SECONDARY_INF_CD8_TCELL_UP ABTB3 ACADM ACSS1 ACSS2 ACYP1 ADAMTS9 AKT3 AMZ2 ANKRD17 ANTXR2 AQP9 ARHGEF2 ARL4C ARMC3 AS3MT ATG16L2 B4GALT1 BORCS7 BRD3 BTG2 C16orf54 C1orf21 C3orf84 CAMKK1 CAMSAP2 CBR1 CD1D CD96 CDADC1 CDC14B CDC20B CDKN1B CHD3 CMA1 CPNE3 CRAMP1 CREBRF CSPP1 CTXN2 CX3CR1 CYP17A1 CYTIP DBNDD2 DEDD DNAJA4 DNAJC15 DOCK5 DPY19L3 DTX1 EHD3 ELOA ENSG00000286190 ESM1 FAM241A FCGRT FHIP1B FNBP1 FRAT2 FRY GABARAPL2 GABBR1 GALNT10 GIMAP1 GMFG GOLIM4 GOLM1 GPBP1L1 GPRIN3 GPX8 GRAMD2B GSK3B GZMM HECA HID1 HLA-A HSD17B11 ICE1 IER3 IL7R INSL6 INTS6L IP6K1 IQGAP2 JAK1 KCNJ8 KLK8 KLRD1 KRTCAP2 LAIR1 LDLRAD4 LEF1 LRRC8A MAML2 MANSC1 MAP2K6 MBTD1 MEIS3 MFAP1 MFSD14B MRPL24 MTFR1 MTO1 MXRA7 MYLIP MYOM2 NCALD NCK2 NCLN NHSL2 NMU NOD1 NOTCH2 NR1D2 NRP2 NT5E PACC1 PACS1 PAPOLB PARP8 PEAK1 PEX26 PGM2L1 PHF13 PHF21A PIK3CD PITPNC1 PKD2L2 PLCG1 PRDM14 PRKAB2 PRR13 PRUNE1 RAB33B RAP2A RARA RASGRP1 RERE RFX1 RNF181 RORA RPL17 RPL37A RPS27 RRAD RSU1 RXRA S1PR5 SARAF SASH3 SBK1 SCML4 SELENOP SERINC4 SERTAD3 SGK1 SH3BP5L SIPA1L3 SLC20A1 SLC25A45 SLC49A4 SLC4A7 SLCO3A1 SORBS1 SPICE1 SSH2 ST8SIA4 STAP2 STAT6 STK38 STX1A SULF2 SYCE1L SYN3 TANC1 TBX21 TCEANC2 TCF7 TESC TKTL1 TMEM131L TNFAIP8L2 TNFRSF25 TNRC6C TP53BP2 TP53INP1 TPRG1L TPST2 TSPAN5 TTC39C TTLL4 UBE2D1 UBXN2B USP3 VSIR WFIKKN2 YES1 ZEB2 ZNF652 ZNF839 ZNRF3 GSE30962_PRIMARY_VS_SECONDARY_ACUTE_LCMV_INF_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE30962_PRIMARY_VS_SECONDARY_ACUTE_LCMV_INF_CD8_TCELL_DN ABO ACSS1 ADGRG5 ADI1 ADRB1 AGTR1 AKT3 AQP3 AQP9 ARHGAP25 ARHGEF12 ARL13B ARL4A B3GALNT2 BMPR1A C10orf120 C1orf100 C4BPA CACUL1 CALCB CAMK2N1 CARD6 CCDC158 CCL5 CDADC1 CDC14B CDK13 CHST11 CNRIP1 COQ8A CORO2A CP CPEB3 CREBRF CRYGS CSN2 CUTC CYRIA DAAM1 DCAF11 DENND2A DGKI DICER1 DNAJB2 DNAJB4 DSTN DYNC1H1 DYRK3 ENPP1 EPHA1 EPS8 F7 FAM78B FBXO27 FBXO43 FCGR2B FGF13 FHL5 FMO3 FRAT2 GGH GIMAP1 GNRHR GOLM1 GSTM3 H2BC18 HERC3 HIF1AN HLA-B HLA-E HMGA2 HMX1 HSD11B2 HSFY2 IL15 IL15RA IL17D ITPRIPL2 KCNJ8 KDM4C KDM7A KIF13B KIF5C KIFAP3 KLHL24 KLHL42 KLRK1 LANCL1 LDLRAP1 LINC01160 LYPD6B MACROD1 MAGEE1 MAJIN MAPRE2 MAT2B METRNL METTL7A MOG MTERF1 MYLIP MYOM2 NCAN NDRG3 NLRX1 NOD1 NPC2 NR1D2 NSUN6 NT5E PANK3 PAQR7 PAWR PAX3 PCMTD1 PCMTD2 PCTP PDXK PDZRN3 PEA15 PEX26 PGP PHF13 PIM1 PIP4P2 PLEKHM3 PNPLA7 PPIL3 PPM1L PROS1 PRR13 PRR14L PRRC2B PRRG4 PRRX2 PRUNE1 PTPRJ PVT1 RAI14 RAP2A RARRES1 RBL2 RBM33 RBM47 RCAN1 RCN1 RGS2 RNF111 RNF128 RNF181 RORA RPL37A RSRP1 S100PBP SAT1 SDK1 SELENOP SERINC1 SERPINB1 SERPINB11 SERTAD3 SFXN3 SHISA3 SHPK SLC28A2 SNTB1 SNX5 SORCS3-AS1 SOWAHB SS18L1 STAP1 STPG1 SUOX SYN3 SYNE1 TKTL1 TMEM151A TMEM38B TMEM59 TMEM63A TMPRSS13 TNFSF14 TRIM36 TRIM42 TRIM65 TTC39C TXNIP UBASH3B VOPP1 VWA5A WLS YES1 ZCCHC24 ZDHHC2 ZKSCAN3 ZNF385A ZNHIT6 ZSCAN26 ZUP1 ZXDC GSE30962_PRIMARY_VS_SECONDARY_ACUTE_LCMV_INF_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE30962_PRIMARY_VS_SECONDARY_ACUTE_LCMV_INF_CD8_TCELL_UP AFF3 AIDA AKAP1 AP1B1 ARHGAP11A ARHGAP19 ARL1 ASAP1 ASF1B ASPM AURKB BDH1 BIRC5 BRCA1 BRIP1 BTLA BUB1 BUB1B C12orf75 C4orf46 CA4 CASS4 CCNA2 CCNB2 CCNF CDC45 CDC6 CDCA3 CDCA5 CENPA CENPE CENPF CENPK CENPN CENPP CEP55 CINP CIT CKAP2L CKS1B CKS2 CLASP1 CLPB CLSPN CLTC DBF4 DBI DEUP1 DLGAP5 DSCC1 E2F8 EIF3C EIF4A1 ELF5 EME1 EOMES ERCC6L ERO1A ESCO2 ESPL1 ETS2 EXO1 EYA1 EZH2 FAM110C FBXO5 FGL1 FIGNL1 FKBP5 FLT4 FNTB GALNS GEMIN6 GINS1 GMNN GNAI3 GTF2E2 H2AX HEG1 HJURP HLA-DOA HMGB2 HRH4 HROB HYAL2 HYOU1 ICOS IFT80 IKZF2 IPO11 IRAK3 KALRN KIF18B KIF20A KIF20B KIF22 KIF23 KIF4A KLHL32 KNL1 KPNA2 KPTN LIG1 LUZP1 MCM10 MCM3 MCM5 MELK MEMO1 MGST2 MIPEP MIS18BP1 MND1 MNS1 MOAP1 MRPL51 MTFR2 MTHFD2 MXD3 NCAPD2 NCAPG2 NCAPH NDC80 NDUFA4 NDUFS8 NEIL3 NEK2 NRP2 NUF2 NUSAP1 PALS2 PAQR4 PARPBP PCLAF PIF1 PKMYT1 PKP4 PLK4 POLE PPIA PPIH PSAT1 PSPC1 RAB11FIP3 RAD51 RAD54L RCBTB2 REXO2 RFX2 RRM1 RRM2 SCN2A SDF2L1 SELENOH SGO2 SH3RF1 SHCBP1 SIVA1 SKA1 SLC27A5 SLC7A1 SMC2 SNRNP35 SNRPA SOCS1 SPAG5 SPC24 SPC25 SPEF1 STIL STMN1 STT3B SV2B TAF1 TBL1X TCF7 TCP10L TEX9 TICRR TK1 TMEM97 TMPO TNFRSF9 TOP2A TPI1 TRIP13 TTK TTLL12 TUBB4B UCP3 UGT3A2 UHRF1 VAV2 VWA1 WAS WDR90 XCL1 XRCC2 ZAP70 ZNF597 GSE30962_PRIMARY_VS_SECONDARY_CHRONIC_LCMV_INF_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE30962_PRIMARY_VS_SECONDARY_CHRONIC_LCMV_INF_CD8_TCELL_DN A1CF ABCB1 ABI3 ACP3 ADAM15 ADAM8 ADAMTSL4 ADCY7 ADGRG5 ADRB1 AGPAT4 AHSG AMIGO1 ANXA1 AP3M2 APOBR AQP2 ARMC7 ASAH1 ATP6V0B BCR BICD1 BSCL2 BTG1 C15orf48 C19orf12 C4orf54 C6 C9orf152 CAMK2N1 CAMKMT CAPG CCDC106 CCL5 CCNG1 CCR5 CD109 CD244 CD93 CD96 CDIPTOSP CDKN1A CDKN2B CFLAR CHIC1 CHRNE CHRNG CITED4 CLDN12 CMA1 CNR1 CNRIP1 COL5A3 COLEC11 COX7A2L CPEB3 CREBRF CSF1 CTNNA1 CYFIP1 DENND3 DMRTB1 DPYD E4F1 EFCAB6 ENTPD1 EPAS1 EPDR1 FASLG FAT1 FAXC FCER1G FGF13 FGL2 FHIP1B FILIP1 FIRRE FLOT2 GATA6 GDF11 GFI1 GGH GIPC2 GLRX GNG2 GNPTAB GOLGA4 GPR34 GRIA3 GSTT1 GUCA2B GZMH GZMK HGD HID1 HP1BP3 HSD3B1 ID2 IGF2R IGFBP5 INSYN1 IPCEF1 ITGA1 ITGAE ITPRIPL2 KCNG1 KCTD11 KCTD12 KLRG1 LAPTM5 LDAF1 LIN28A LINGO1 LIPI LPGAT1 LPP-AS2 LRRK1 LYVE1 MED7 MEP1A MFNG MGAT4A MIR22HG MOBP MSR1 MYADM NDRG1 NECAP1 NPFF OCIAD1 ODR4 OR51B4 OR8A1 PERP PICALM PIK3IP1 PIK3R6 PISD PKP3 PLCG1 PLEKHO1 PLIN2 PLPP6 PRKAA2 PRKD3 PRR13 PTGER4 PTGS1 PURA PVT1 PXDC1 PXYLP1 RAB12 RAB40B RASGRP1 RASSF4 RCN1 RESP18 RETN REXO5 RGS3 RHOQ RNF128 RNF148 SDCBP2 SDK2 SERPINE2 SFI1 SFXN3 SKAP2 SLC22A12 SLC52A3 SMARCA2 SPACA4 SPATA2L SPESP1 SRGAP3 ST14 STK17B STYK1 TEP1 TESK1 TFEC THY1 TMBIM1 TMEM140 TMEM163 TMEM26 TMEM63A TMPRSS13 TP53INP2 UBASH3B VEGFC YES1 YJEFN3 YPEL3 YPEL5 ZAP70 ZBTB38 ZEB2 GSE30962_PRIMARY_VS_SECONDARY_CHRONIC_LCMV_INF_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE30962_PRIMARY_VS_SECONDARY_CHRONIC_LCMV_INF_CD8_TCELL_UP ABCA3 ACAD9 ADPRH AFF3 AHI1 AICDA ANKRD17 APOBEC2 APOOL ARMCX4 ART3 ASAP1 ASF1A ASS1 ATP5MC3 AURKA AXIN2 BCL6 BEX1 BPHL BRCA1 BTF3 BTF3L4 BUB3 C2orf88 CBX2 CCDC122 CCDC28B CCR7 CCR9 CD83 CDK2 CENPP CEP41 CIP2A CLSPN COQ4 CRTAM CSTF2T CSTPP1 CTPS1 CXCL10 CXCR3 DGKE DKK3 DPY30 DSCC1 DUSP4 EHD3 EIF1AX EIF2S3 EMB EMC8 EMG1 ENSG00000286190 EPCAM EXOSC10 FAM162A FAM81A FANCI FIGNL1 FKBP5 GDE1 GINS1 GMPS GNL3 GRB7 GRPEL1 GTF2E2 HAT1 HAUS1 HELLS HLA-DOA HMGB3 HMGN3 HOOK1 HSH2D HSP90AA1 IFT46 IFT52 IKZF2 IPPK IQCG IZUMO1R KIF22 KIF23 KPNA2 KTI12 LUZP1 LYRM4 MAPK11 MAPK8 MBOAT1 MBTD1 METTL13 MGST2 MIS18BP1 MIX23 MLH1 MNS1 MRPL1 MRPS2 MRPS22 NAA50 NCBP2 NETO2 NIFK NOA1 NOP58 NSG2 NUCKS1 NUDT21 NUP37 NUP93 NXT1 OPTN P2RX7 PABPC4 PARD6B PBDC1 PCNA PDHB PDLIM1 PEX11A PIGU PLEKHF2 PML POP5 PPIC PPP1R7 PPRC1 PRELID2 PREP PRICKLE1 PSMA1 PSMA5 PSMD12 PSMD5 PSMG1 PSMG2 PSPC1 PTRH1 RAD51AP1 RBBP5 RBMXL1 RCSD1 RNF7 RPA3 RRAGA RTP4 SBK1 SCLT1 SCPEP1 SHCBP1 SLAMF6 SLC25A33 SMYD2 SNRPB2 SOSTDC1 SOWAHC SSX2IP ST6GAL1 STMN1 SUCLA2 SUV39H1 SWI5 SYNPO TBC1D4 TCF19 TCF7 TFB1M TFRC THADA THAP12 TIMELESS TINF2 TIPIN TMPO TNFRSF25 TNPO1 TNS1 TSEN15 TSPAN3 TUBD1 TUBG1 TUBGCP2 UCK2 UMPS URB2 VPS36 WDR89 WEE1 WWOX XCL1 XRCC2 ZHX2 ZNF365 ZWILCH GSE30971_2H_VS_4H_LPS_STIM_MACROPHAGE_WBP7_HET_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE30971_2H_VS_4H_LPS_STIM_MACROPHAGE_WBP7_HET_DN AADACL2 ABTB2 ACOT12 ADCY10 ADGRG2 AFAP1-AS1 AGO2 ANKRD30BP2 ANKRD55 ARHGAP24 ATXN3L BAALC BCL2A1 BTNL8 C11orf40 C11orf96 C12orf54 C18orf21 C1orf100 C1orf87 C4orf17 CA10 CAPN5 CCDC198 CCL20 CDKN2A CDKN2B CEACAM3 CGRRF1 CHI3L2 CHL1-AS2 CLGN CNNM1 CSF2 CTHRC1 CTSLP8 CXCL2 CYP7B1 DCAF4L2 DGKI DNAJB9 DPH3P1 EFNB2 ELAPOR1 ELL2 ELOVL7 EMP2 ENSG00000223438 EPM2AIP1 ERVMER34-1 ESRRG FBN1 FBXO39 FCGR1A FERMT2 FGF13 FLT1 FSD1L GADD45A GADD45B GDF11 GFPT2 GJC1 GNG2 GOLGA5 GPA33 GRHL1 H2AC16 HAGLR HCAR3 HORMAD2 HOTTIP HOXB-AS3 HS2ST1 HSD3B1 IFNA16 IGHV3OR16-13 IL23A IL36G ILDR2 IQCM KANK1 KAZN KCNAB1 KCNJ5-AS1 KCNK2 KIF9 KRT23 KRTAP4-2 LAMA2 LCOR LDHAL6A LINC00410 LINC00698 LINC01093 LINC01139 LINC02026 LINC02092 LINC02537 LIX1 LONRF2 LRP11 MAP3K20 MAP3K4 MARCHF3 MCC MED14 MGAT2 MINDY3 MIR155HG MS4A5 MSH4 MTPN MYDGF MYO5B MYOT NCR1 NDP NEDD4 NEK11 NEURL1B NEUROD6 NFAT5 NKX3-1 NME5 NUDT21 NYNRIN OAZ3 OLFM3 OR10A5 OR8D1 OSTCP1 OTX2 PCA3 PDE4B PDGFRA PLAC8 PLAT PLEKHA6 PNPLA8 POU2F3 PPP1R3A PRH1 PRKAA2 PRRC1 PRRC2C PTGS2 RALGAPA1 RBM17 RBM7 RGN RPGRIP1 SAP30BP SCOC-AS1 SERPINB7 SFR1 SH2D4B SH3GL1P2 SH3GLB1 SIGLEC15 SIGLEC6 SLAMF1 SLC14A2 SLC25A45 SMOC2 SOCS3 STAT3 STEAP1 STK26 STKLD1 STRIP2 SYNDIG1L SYPL2 TACR3 TEX15 TLE1 TM4SF1 TNFRSF21 TP53BP2 TRAF3IP2 TTC29 TVP23B TXLNB UGT2B15 XBP1 ZBTB10 ZBTB38 ZIM3 ZKSCAN5 ZNF214 ZNF295-AS1 ZNF705G ZXDA GSE30971_2H_VS_4H_LPS_STIM_MACROPHAGE_WBP7_HET_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE30971_2H_VS_4H_LPS_STIM_MACROPHAGE_WBP7_HET_UP ABHD11 ACAD9 ADAP2 ALDH1B1 ALG1 ANAPC7 ANKDD1A ARMC12 ASCC2 ATG16L1 ATP5ME ATRIP BHLHE40 BIN2 C11orf65 C14orf119 CCDC112 CCDC159 CCSAP CD1E CD84 CD9 CDKN2AIPNL CEACAM6 CELF6 CEP20 CHID1 CIPC CISD3 CLEC10A CLEC5A CLPP CNPY3 COL28A1 COPS6 COQ9 CPEB1-AS1 CPN2 DDX51 DDX56 DFFA DISP1 DMGDH DNAJC12 DNMT1 DPP3 DPY19L2P3 DTD2 E2F7 EID2 EIF4A3 EIPR1 ENSG00000230736 ERI3 EVI2A EXOSC4 EXOSC7 FAM136A FAM53A FBP1 FBXO9 FOS FUS GAPDH GATD3 GGT6 GNPNAT1 GPI GPR158 GTF2A2 H2AC15 H3C8 HDAC1 HEATR3 HSD17B10 INSL5 ITGA8 ITGB2 KCNK12 KDM1A KRT18 KRT36 KRTCAP3 LCMT1 LINC00314 LINC00588 LINC00589 LINC00664 LINC00842 LINC00930 LINC00937 LINC01127 LINC02297 LPCAT3 LRRC55 LSM6 LYPLAL1 MACF1 MAGEA1 MAN2B2 MCAT MDH2 MDN1 MFNG MIR924HG MPLKIP MPV17 MRC1 MRPS18C MRPS25 MRPS26 MTOR NBPF4 NCKIPSD NDUFA4 NDUFB2 NDUFS6 NHP2 NIBAN3 NME1 NRTN NUP205 NXF1 OR52K3P PAK1 PAPSS1 PCOLCE2 PDE6H PGK1 PHPT1 PI4KA PIGL PLEKHA7 PLPBP PLTP PMVK POLE3 POLE4 POLR2H PON2 PRDX4 PTGES2 PTPMT1 RAP1GDS1 RARB RBFA RBPJ RIOK2 RNF135 RNF152 RNF227 RPA2 RPS19BP1 S100A2 SCD SCN11A SDHA SERF2 SERPINB11 SILC1 SKAP2 SLAMF8 SLC12A2 SLC2A1 SNORD104 SNRNP40 SNRPF SNX30 SOAT2 SPO11 SWSAP1 SYCE2 SYT14 TBC1D20 THOC6 TIMM8B TMEM255B TMX2 TPSD1 TRAPPC2L TRPC5OS TRUB2 TTC28 TTLL13 TXNDC12 UBAP1L UBE2G2 ULBP3 WDR53 WDR64 WDR7 XXYLT1 ZBED5-AS1 ZMYND8 ZNF696 GSE30971_2H_VS_4H_LPS_STIM_MACROPHAGE_WBP7_KO_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE30971_2H_VS_4H_LPS_STIM_MACROPHAGE_WBP7_KO_DN ABTB2 ADAD1 ADCY10 ADD1 AKR1B1 ALDH2 ANKH ANXA6 AP3M2 APEX1 ARHGEF26 ARL1 ARL4D ARPP21 ASH1L ASIC1 ATIC ATP1B3 BCL11B BRINP1 C14orf180 C16orf54 C18orf25 C1QBP C1orf198 C1orf50 C1orf68 C2orf50 C5orf63 C8orf74 C9orf85 CARTPT CAST CCDC126 CCL19 CCN2 CCN3 CCNE1 CD247 CD70 CDC20B CDC25B CDC42SE2 CFLAR CHADL CLDN16 CLPB CLYBL CNN1 CTNS CXCL12 CYB5A CYP27A1 CYP4B1 CYP4X1 DCTN6 DHX38 DIO2 EEF1B2 EEF1D ENOX1 ENTPD4 ETFBKMT EXOC3L2 F8 FERMT2 FGB FGF18 FMOD FRMD4A GASK1B GDF9 GLCCI1 GLI1 GNA14 GPR101 GYG1 HADHB HEXB HIF3A HOOK1 HSD17B14 HSD17B2 ID3 IFI27L2 IFT80 IGDCC3 IGSF6 IKZF1 IL36RN INO80 IRAG2 IRX1 ISLR ITGB1 KANSL1L KBTBD13 KCNE5 KIAA0040 KLHL30 LAMTOR2 LARGE1 LDLR LINC01160 LIPH LMAN1L LPCAT3 LRRC47 LTA4H MAGEB5 MC5R MCL1 MEP1B METTL22 METTL24 MOSPD3 MPG MPI MRC2 MROH1 MRPL12 MRPS15 MTHFD1 MTLN MTTP MUTYH MYC NARS2 NCKAP5 NEK7 NMNAT3 NOD1 NOL7 NRP1 NUP210 NXF3 NYNRIN OC90 OPRD1 OTULINL PDGFRB PDHA1 PDZD4 PGPEP1L PHLDA2 PPP1R14B PRDM6 PRKAR2B PRLR PRSS41 PSMA6 PTGER4 RAB22A RAB3C RBFOX3 RBM15B RHBDL1 RPL24 RPUSD1 RPUSD3 RSPH6A RTN1 SCN1B SDAD1 SELENOP SEPTIN10 SF3A2 SHTN1 SLC12A6 SLC22A12 SLC22A5 SLC25A45 SLC26A1 SLC7A8 SLCO5A1 SLFN12 SNRPN SPEG SPTA1 SRD5A1 ST18 SUCNR1 TBC1D21 TBKBP1 TENT5C THEMIS THUMPD2 TIGAR TMEM119 TOP2B TRAIP TUSC2 USP31 VPS26A WDR82 XIRP1 XIST ZFP36 ZNF518A ZYG11A GSE30971_2H_VS_4H_LPS_STIM_MACROPHAGE_WBP7_KO_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE30971_2H_VS_4H_LPS_STIM_MACROPHAGE_WBP7_KO_UP ABCG1 ABLIM1 ADSS2 AK8 AKAP7 AKAP8 ALDH2 AMZ1 ANGEL1 ANGPTL8 ANKH APEX1 APLP2 ARGLU1 ARHGAP45 ATXN7L3B B3GNT6 BCL2 BCL7C BCORL1 BEND5 C19orf12 CABLES2 CAMK1D CASKIN1 CCDC126 CCDC186 CCDC83 CCN3 CCS CCT6B CD247 CD2AP CDC14B CDC25B CDCP1 CFAP91 CLDN3 CLEC4E COX10 CRHR2 CYP2S1 DBP DDX4 DNTT DOLPP1 DUSP8 EBF1 EBF4 EEF1B2 ENTPD5 EPSTI1 EXOG FAM221A FARSA FBXO15 FBXO31 FCMR FGB FSCN3 FXYD1 GABRG1 GAS2L1 GEMIN6 GIMAP4 GLI1 GNG3 GPR179 GPR63 GPX6 GRAMD4 GRM1 GSE1 HEXB HMG20A HNRNPAB HOOK1 HOXC10 IFI27L2 IFT80 IGFLR1 IL16 IL17RA INCA1 ITGA4 ITGA6 ITPR3 KAT2B KBTBD13 KCNJ3 KDF1 KIAA0040 KIAA0319 KIDINS220 KLC3 KLF3 KLHDC8A LAMA1 LIMK2 LLGL2 LRMDA LSP1 LTC4S LUC7L3 MADCAM1 MAP4K2 MBTPS1 METTL26 MGME1 MPI MPP4 MPZL2 MRC2 MSX1 MUC5B NCKAP5 NEUROD2 NHSL2 NPAS3 NRP1 NUDT14 NUP50 OR51B6 OSBPL6 OTOF PAFAH2 PATL2 PAXX PDK2 PELI1 PGPEP1L PIK3R5 PIM1 PIM2 POP5 PPP1R3A PRELP PRG4 PRKD3 PRSS37 PRXL2C PTPN4 PTPRA PTPRCAP PVALB RABEPK RAMP2 RCN1 REPIN1 RFC1 RPL3 RRAS2 RYR2 SBF2 SELP SFXN3 SH3BP2 SKAP1 SLC12A6 SLC22A5 SLC25A33 SLC2A3 SLC4A7 SLC7A7 SNRNP70 SPIRE1 SPTBN1 ST6GALNAC4 STC1 SUN2 SYNGR1 SYT8 TCF7 TCF7L1 TMC4 TMEM231 TMEM239 TMEM245 TMEM35A TMEM86B TRAIP TRHR TRMT12 TSPAN32 TTC13 TUBE1 UPF3A USP28 USP31 UTS2R WDR26 WDR38 WDR6 WHRN WNK4 ZC3H4 ZFP36 ZFR2 ZNF25 ZNF329 GSE30971_CTRL_VS_LPS_STIM_MACROPHAGE_WBP7_HET_2H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE30971_CTRL_VS_LPS_STIM_MACROPHAGE_WBP7_HET_2H_DN A2M ABCD3 ABHD11 ABHD6 ACP5 ADAP2 AGO1 AIF1 ALCAM AP2M1 APBB1IP APMAP ARHGAP18 ARHGAP6 AVPI1 BCKDHA BLVRB C1orf162 C1orf54 C5AR2 CALCOCO1 CALHM2 CAMK1 CASP10 CASS4 CD101 CD180 CD1C CD1D CD1E CD300LB CD302 CD36 CD4 CD84 CD9 CDK19 CEP85 CHN2 CIAO2A CISD2 CKS1B CLEC7A CMTM7 COX14 CPT1A CUX2 DDAH2 DENND1B DHRS11 DHRS9 DIPK2A DNMBP DOCK10 DRAM2 DRAP1 EEPD1 EVI2B FABP4 FAM120A FAM135A FAM13A FAM168A FBP1 FBXO9 FCN1 FGL2 FN1 FOS FPR3 FUCA1 FUCA2 GALC GAS2L3 GGA2 GLUD1 GNA13 GPN3 GPR65 GRK3 GTF2F1 HHEX HNRNPLL HSD17B10 IDH3G IL1R2 IMPA2 INPP5K ITGB5 ITGB7 KIAA0232 KIAA0513 LGALS9 LINC00900 LINC01094 LINC02035 LIPA LPAR6 LPCAT2 LSM10 LSP1 LST1 LTA4H MACF1 MAN1A2 MEF2C MERTK METTL7A MEX3B MFNG MNDA MPC1 MPP1 MYCL MYG1 NCKIPSD NFXL1 NPL NTMT1 OASL OTULINL PAK1 PARL PDK4 PFKFB4 PGM2 PHPT1 PIP4K2A PLA2G15 PLIN2 PLPBP PLXDC2 PON2 PPT1 PRCP RAB7B RAP1GDS1 RASA1 RBM15 RBP7 RCBTB2 REPS2 RERE REV3L RHOT1 RMDN2 RMND5A RNASE1 RNASE2 RNF114 RNF135 SAMHD1 SCARB2 SHB SIGLEC16 SLC22A5 SLC25A20 SLC31A1 SLC37A2 SLC46A2 SLC66A3 SLCO2B1 SNRPG SNX30 SORD SORT1 SRD5A3 SSBP4 STK38L SUOX TACC1 TEX2 TIMM10B TIMM8B TMED10 TMEM134 TMEM39B TMEM97 TNFRSF11A TNFSF13B TREM2 TRIM14 TUSC2 TUT7 TXNIP U2AF1L4 UBASH3B UCHL3 UHRF1 UQCC5 UTRN VAMP8 VMO1 VSIG4 WDFY2 WDR91 ZDHHC7 ZNF137P ZNF503 GSE30971_CTRL_VS_LPS_STIM_MACROPHAGE_WBP7_HET_2H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE30971_CTRL_VS_LPS_STIM_MACROPHAGE_WBP7_HET_2H_UP ABCA1 ACSL1 ACSL5 ACVR1B ADCK2 AGK AGPAT4 AK4 AKT3 AMPD3 ATP6V1E2 BCAT1 BCL2A1 BMT2 C11orf96 CCDC93 CCL1 CCL20 CCL23 CCL4 CCND1 CD226 CDC42EP3 CDK5RAP2 CDS1 CHM CHST15 CISH CLIC4 CNKSR3 CRACD CSTA CT75 CTSL CTSLP8 CXCL2 CXCL8 CYB5D1 CYLD DCUN1D3 DENND3 DENND5A DIXDC1 DLL1 DNTTIP2 DYNLT3 EDEM2 EHD1 ELOVL7 ETS2 F2RL2 F3 FNDC3B FPR2 FSD1L G0S2 GJB2 GK5 GOLT1B GRAMD1A GRAMD2B GSAP HBEGF HECW2 HEY1 HRH1 HS3ST3B1 IER3 IER5 IL1A IL1B IL1RAP IL2RG IL36G IL6 IRAK3 ITGB8 KANK1 KBTBD2 KCNJ2 LAMB3 LIMK2 LINC-PINT LINC01192 LPP-AS2 LRRFIP2 MAMLD1 MAP1LC3B MAP3K20 MAP3K4 MAP3K5 MAP7 MAPK8 MCEMP1 MET MFSD2A MIR155HG MIR23AHG MIR3142HG MIR3945HG MIR9-1HG MMADHC MPZL1 MSANTD3 MTF1 MTHFS MYO10 MZT1 NBN NDP NEDD9 NFAT5 NFKB1 NFKBIA NPC1 NR3C1 NRIP1 NRIP3 NSUN3 NUP58 OLIG1 OLIG2 OSGIN2 OSM PDE4B PDE4DIP PFKFB3 PGD PHLDA2 PLAU PLAUR PLGRKT PMEPA1 PNPLA1 PRKAG2-AS2 PRKD3 PROCR PRR16 PTGES PTGS2 PTPN12 PURB RABGEF1 RASSF8 RFTN1 RGS16 RNF144B RPA4 S1PR3 SAMD8 SAV1 SCARF1 SENP1 SEPTIN10 SERPINB2 SGPP2 SH3BP5 SH3PXD2B SLC1A2 SLC20A1 SLC25A37 SLC2A3 SMPDL3A SMS SOCS2 SOCS3 SOD2 SOWAHC ST20 ST3GAL1 STEAP4 STK26 TAB3 TBC1D9 TMCC3 TMEFF1 TMEM161B TMEM39A TNF TNFAIP6 TNFRSF9 TNFSF15 TNIP3 TREM1 TRIM36 TRIP10 UAP1 UPB1 UPP1 USP12 VWA8 WTAP YRDC ZBTB10 ZC3H12A GSE30971_CTRL_VS_LPS_STIM_MACROPHAGE_WBP7_HET_4H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE30971_CTRL_VS_LPS_STIM_MACROPHAGE_WBP7_HET_4H_DN A1BG-AS1 ABCD3 ABHD11 ABHD12 ABHD6 ABHD8 ACBD5 ACLY ADAP2 ADI1 AGO1 AIF1 ALYREF ANKS1A AP2A2 AP2M1 ARFGAP2 ARHGAP6 ATP6V0D1 ATPAF1 ATRN BCKDHA BLVRB BMF BRCC3 C1orf162 C5AR2 CACUL1 CALCOCO1 CALHM2 CAPNS1 CCDC112 CCS CD101 CD163 CD1E CD302 CD36 CD84 CD9 CEBPD CENPB CHN2 CHRAC1 CHSY1 CIAO2A CLEC10A CMTM7 COX14 CPT1A CRYL1 CSF3R CUEDC2 DDAH2 DEPDC7 DNAJB1 DNMT1 DRAM2 DRAP1 DSTYK EDNRB EEPD1 FAM135A FAM13A FAM32A FCN1 FIBP FN1 FOXRED1 FUCA1 GAL3ST4 GGA2 GLUD1 GPN3 GPR65 GPS2 GRK3 GTF2F1 HEATR3 HEATR5A HNRNPLL HS3ST1 HSD17B10 IDH2 IDH3G IFT25 IMPA2 ITGB5 JDP2 JPT1 KIAA0513 LINC00900 LIPA LMNA LPCAT2 LSM10 LZTS2 MACF1 MARCHF1 MEF2C MERTK METTL7A MFSD13A MLEC MNDA MPC1 MPP1 MRPL20 MS4A3 NACC2 NCKIPSD NDUFC1 NFXL1 NPL NTMT1 NUDT16L1 NUDT9 OLFML2B OTULINL PAK1 PARL PCNA PDK4 PFKFB4 PHKA2 PHPT1 PHTF2 PIP4K2A PLA2G15 PLA2G4A PLPBP PMF1 POLH POLR2J PON2 PPT1 PRPF40A PRR34-AS1 PTGFRN RASA1 RBP7 RCBTB2 REEP4 REPS2 REV3L RFXANK RGL1 RHOT1 RMND5A RNASE1 RNASE2 RNF114 RNF130 RNF135 RPAP3 RPS27L RUSC1 S100A4 SAE1 SCAMP2 SLC22A5 SLC25A20 SLC37A2 SLC46A2 SLC66A3 SNX17 SNX24 SPIDR SRRT SRSF4 STIMATE SUOX SWSAP1 TACC1 TEX2 THRAP3 TLR4 TM2D2 TMED10 TMEM134 TMEM39B TNFRSF11A TNRC18 TRIM14 TUBA1A TUBA1B TUBA1C UBAC1 UHRF1 UROS UTRN VAMP8 VPS26B VPS45 VSIG4 XPA ZDHHC7 ZNF503 ZNF784 GSE30971_CTRL_VS_LPS_STIM_MACROPHAGE_WBP7_HET_4H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE30971_CTRL_VS_LPS_STIM_MACROPHAGE_WBP7_HET_4H_UP ACTG1 ADH1C ADORA2A AEBP2 AGPAT4 AKAP12 ALDH3A2 AP1S2 AP3B1 ARL6IP6 ARNT ATP1B4 ATP6V1C2 BET1L BMP1 C5orf63 C9orf40 CALHM2 CBFB CBY1 CCDC51 CCDC97 CEL CHAC2 CHD2 CHST11 CNBP CNDP2 CNFN COQ8A CPM CREB3L2 CSRNP2 CTLA4 CUL2 DCP1B DGAT2 DGCR2 DNAAF2 DNAJB2 DNAJC12 DOCK3 DUSP5 EIF4EBP2 EMC10 EMD ENAM EPRS1 EPS8L1 ERGIC1 ERLIN2 EYA3 FAM118B FANCB FOS FOSL2 FTH1 FUCA1 GABRB3 GABRQ GADD45A GADD45B GAS2L3 GCK GCNT1 GDI2 GIMAP1 GPBP1 GRAMD2B H2AB2 H2AZ1 HIF1A HIRA HOXA13 HSPA2 HSPA8 ID2 IFRD1 IL10 IL13RA2 IL6ST INTS5 IRAK1BP1 ISY1 ITGAV ITK JUNB KAZN KCTD12 KIF20B KLF7 KLHL2 LAG3 LDAF1 LDHAL6B LIN54 LONRF1 LRATD1 LRP4 LRRC8D MDN1 MECOM MELK MIA3 MIDEAS MIDN MSRB3 MTCH1 MXI1 MYL12B MYL6 NAGA NCOA6 NEFM NEIL1 NFIL3 NFKBIE NR2F6 NR4A2 NRDC NSMF OXNAD1 PFAS PHLPP1 PIGB PIP4K2A PLAGL1 PLEKHG3 PLXNC1 PPP1R14A PRDX6 PRKAB1 PRKCB PRPF8 PSPH RAB3IP RALGAPB RASA2 RELL1 REXO4 RGS1 RHBG RLBP1 RNF138 RPA3 RPAP3 RRAD RUNX2 SCYL1 SDF4 SEC23IP SEC61A1 SELENOS SEMA4B SERP1 SH3BP5 SH3D19 SH3RF1 SIPA1L1 SIX1 SLC16A6 SLC1A3 SLC5A3 SNX18 SNX9 SORCS3 SPATA6 SPN SPRED2 SS18 SSH2 STK33 STX11 TBC1D30 TCEAL9 TENT5A TFE3 TM6SF1 TMEM214 TNFAIP3 TNFRSF18 TNFRSF21 TRAF1 TRAM1 TRAPPC2 TRNT1 TSG101 TTC28 TXNDC5 UNK VAMP4 VPS37B WASHC4 WNT9A WRAP73 ZDHHC24 ZEB1 ZNF23 ZNF616 ZNF708 GSE30971_CTRL_VS_LPS_STIM_MACROPHAGE_WBP7_KO_2H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE30971_CTRL_VS_LPS_STIM_MACROPHAGE_WBP7_KO_2H_DN A2M ABHD6 ACP5 ADAP2 AIF1 ALCAM APBB1IP APMAP ARHGAP18 ARHGAP6 ARL5A AURKA AVPI1 BCKDHA BLVRB C1orf162 C1orf54 C5AR2 CALHM2 CAMK1 CAPNS2 CASS4 CCDC112 CD101 CD163 CD180 CD1E CD300LB CD36 CD84 CD9 CDK19 CHKA CHN2 CIAO2A CLCN5 CLEC5A CLEC7A CMTM7 COMMD1 CRTAP DDAH2 DENND1B DHRS9 DIPK2A DISP1 DNMBP DNMT1 DOCK10 DRAM2 DRAP1 EEPD1 EVI2A EVI2B FABP4 FAM135A FAM13A FAM168A FAM174A FBP1 FBXO9 FCN1 FGL2 FILIP1L FN1 FOS FOXRED1 FPR3 FUCA1 FUCA2 GAL3ST4 GALC GAS2L3 GGA2 GLUD1 GPN3 GPX1 GRK3 H2BC12 HEATR3 HEATR5A HHEX HNRNPLL HSD17B10 IDH3G IL1R2 IMPA2 ITGB5 KIAA0513 LGALS9 LINC00900 LINC01094 LINC01127 LINC02035 LIPA LPCAT2 LSM10 LSM12 LSP1 LST1 LTA4H MACF1 MARVELD1 MERTK METTL7A MEX3B MFNG MKNK1 MPC1 MPP1 MPV17 MYG1 NAA38 NCEH1 NDUFA4 NDUFS8 NFXL1 NTMT1 OLFML2B OTULINL PAK1 PARL PFKFB4 PHKG2 PHPT1 PIGM PIN1 PLA2G15 PLIN2 PLPBP PLXDC2 POLE4 PON2 PPT1 PRCP PTGFRN PYCARD RAB7B RAP1GDS1 RASA1 RBP7 RBPJ RCBTB2 REV3L RHOT1 RMDN2 RMND5A RNASE1 RNASE2 RNF114 RNF135 RNF5 RPS19BP1 RREB1 S100A4 SAMHD1 SCARB2 SKAP2 SLAMF8 SLC35A4 SLC37A2 SLCO2B1 SNRNP40 SNX24 SNX30 SORD SORT1 SRD5A3 SRRT SSBP4 ST8SIA4 SUCLG1 TACC1 TIMM10B TIMM8B TMEM170B TMEM218 TMEM59 TNFRSF11A TREM2 TUSC2 TXNDC12 TXNIP U2AF1L4 UBASH3B UBL7 UBXN11 UCHL3 UHRF1 UQCC5 VAMP8 VAV3 VMO1 VSIG4 WDFY2 WDR91 ZBTB48 ZDHHC7 ZNF503 GSE30971_CTRL_VS_LPS_STIM_MACROPHAGE_WBP7_KO_2H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE30971_CTRL_VS_LPS_STIM_MACROPHAGE_WBP7_KO_2H_UP ABCA1 ABHD17C ACOD1 ACSL1 ACSL5 ACVR1B ADAM19 ADGRE1 ADM AFDN AGO2 AGPAT4 AK4 AKT3 AQP9 ARHGAP24 ATP6V1E2 AZIN1 BAALC BASP1 BATF BATF3 BCAT1 BCL2A1 BMT2 C11orf96 CA12 CASP5 CCDC93 CCL1 CCL18 CCL20 CCL23 CD274 CDC42EP3 CDKN2A CISH CLIC4 CPM CRACD CT75 CTSL CTSLP8 CXCL2 CYRIA DCUN1D3 DENND3 DENND5A DLL1 EHD1 ELL2 ELOVL7 ENPP4 ETS2 EYA4 F3 FCRL5 FLT1 FPR2 FSD1L G0S2 GADD45B GJB2 GK GK3 GNG2 GRAMD1A HAS1 HCAR3 HDAC9 HES1 HEY1 HRH1 HS3ST3B1 HSPA13 IER3 IER5 IL10 IL19 IL1A IL24 IL2RA IL36G IL6 IRAK3 ITGB8 KANK1 KBTBD2 KCNJ2 LAMB3 LCOR LIMK2 LINC01093 MAGI2-AS3 MAP3K20 MAP3K4 MAP3K5 MAP7 MCEMP1 MCOLN2 MET MFSD2A MIR155HG MIR3142HG MIR3945HG MPZL1 MRPL52 MSANTD3 MTF1 MTHFS MYO10 MYO1G NDP NFAT5 NFKB1 NFKBIA NKX3-1 NUP58 OLIG1 OLIG2 OPHN1 OSGIN2 OSM P2RY2 PDSS1 PFKFB3 PIM1 PLAC8 PLAT PLGRKT POU2F2-AS1 PROCR PRR16 PTGS2 PTX3 RAB21 RABGEF1 RBM17 RFTN1 RGS16 RNF144B RPGR SAMD8 SAV1 SERPINB1 SERPINB7 SERPINB9P1 SFR1 SGPP2 SH3BP5 SLAMF1 SLC11A2 SLC16A10 SLC1A2 SLC20A1 SLC25A37 SLC2A3 SLC7A7 SLCO4A1 SMPDL3A SMS SOCS1 SOCS2 SOCS3 ST20 ST3GAL1 STAT3 STAT4 STEAP4 STK26 SVIL TAB3 TBC1D9 TGFA TMEFF1 TMEM39A TNF TNFAIP6 TNFRSF9 TNFSF15 TNIP3 TP53BP2 TRAF3IP2 TRIM36 TRIP10 TWF1 UBTD2 UPP1 USP12 VNN3P WFDC21P WTAP YRDC ZBTB10 ZBTB43 ZC3H12A GSE30971_CTRL_VS_LPS_STIM_MACROPHAGE_WBP7_KO_4H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE30971_CTRL_VS_LPS_STIM_MACROPHAGE_WBP7_KO_4H_DN ABCA6 ABCD3 ABHD2 ACAA2 ADO AGO1 AHCYL1 AKR1C3 ALDH3A2 ANKH ANKRD55 AP3M1 AURKA AVPI1 BBS4 BID BRCA2 BRWD1 C1orf54 C3orf80 C5AR2 CA2 CAMK1 CAMSAP2 CASS4 CCDC102B CCND1 CD1A CD1B CD1E CD226 CD300LB CD36 CD84 CELF2 CERK CHST11 CLEC5A CLEC7A COX7B CPEB4 CREB5 CYB5D1 CYP1B1 DBF4 DCSTAMP DEFB1 DENND1B DHX32 DISP1 DLC1 DNAH17 DOCK10 EML4 ENC1 EPHX1 ERRFI1 ETHE1 FABP4 FAM135A FAM200B FBP1 FGL2 FILIP1L FN1 FOS FPR3 FRG1JP G6PD GABARAPL1 GANC GAPDH GFOD1 GJC1 GLA GNA13 GPAT3 GPR65 H2BC21 H3C12 HAT1 HCLS1 HHEX HMG20B HMGN2 HNRNPLL HOMER3 HPCAL1 IL13RA1 IL18 IL1R2 IL1RAP IRAG1 IRGQ ITFG1 ITGB2 ITGB2-AS1 ITGB7 ITPR1 KCNJ5-AS1 KIAA0513 KITLG KLF9 KLHL26 LINC-PINT LINC00028 LINC00622 LINC01094 LINC01127 LINC02035 LIPA LPAR1 LPXN LRP5L LRRK2 LSP1 LST1 LYPLAL1 MALT1 MAN1A2 MAP1LC3B MAP4K3 MBNL1 ME1 MINPP1 MITF MNDA MYG1 NAT1 NCEH1 NCF2 NDUFB4 NEURL1B NSUN3 OASL OR52K3P P3H2 PAPSS1 PFKFB4 PGD PHKA2 PINLYP PLXDC2 POU4F2 PPARGC1B PRCP PRDM1 PTGFRN RAB7B RAP1GDS1 RAPH1 RASAL2 RASSF5 RBPJ RGCC RGS1 RNASE6 S1PR3 SCG5 SCHIP1 SERPINB5 SERPINE1 SKAP2 SLC16A6 SLC1A3 SLC22A4 SLC25A40 SLC37A2 SLC49A4 SLC9A9 SNX30 SPIN4 SPOCD1 SPP1 SQLE SRD5A3 SRY STK38L STXBP1 TAGAP TBC1D23 TIGD2 TM6SF1 TMEM45B TNFSF13B TREM1 TRIM24 TRMT5 TRPS1 TUT7 TXNIP TXNRD1 UBASH3B USP3 VSIG4 YWHAQ GSE30971_CTRL_VS_LPS_STIM_MACROPHAGE_WBP7_KO_4H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE30971_CTRL_VS_LPS_STIM_MACROPHAGE_WBP7_KO_4H_UP ABCA1 ABHD17C ACOD1 ACSL5 ACVR1B ADAM19 ADGRE1 AGFG1 AGO2 AGPAT4 AKT3 ANKRD33B AQP9 ARHGAP24 ASAP2 ATF7IP AZIN1 BAALC BASP1 BATF BCAT1 BCL2A1 BMT2 C11orf96 CCDC93 CCL1 CCL18 CCL23 CD274 CDC42EP3 CEMIP CHM CISH CLGN CNKSR3 CPM CRACD CSF3 CT75 CTSL CTSLP8 DCUN1D3 DLL1 EHD1 EIF1B ELL2 ELOVL7 ENPP4 ETS2 EZH2 F3 FERMT2 FJX1 FLT1 FPR2 FSD1L GADD45B GFPT2 GJB2 GK GK5 GNG2 GPR137B GRAMD1A GRAMD2B HAS1 HDAC9 HES1 HEY1 HRH1 IER3 IER5 IL10 IL12B IL19 IL1A IL2RA IL36G IL6 IRAK3 ITGB8 KANK1 KBTBD2 KCNJ2 LAMB3 LCOR LIMK2 LINC01093 LPP-AS2 LRIG1 MAML2 MAP3K20 MAP3K4 MAP3K5 MAP7 MCEMP1 MCOLN2 MET MFSD2A MIR155HG MIR3945HG MIR9-1HG MPZL1 MRPL52 MSANTD3 MTF1 MTHFS MYO10 NDP NEDD4L NFAT5 NFKBIA NKX3-1 NPC1 NUP58 OSBPL8 OSGIN2 OTUD1 P2RY2 PAPSS2 PDE8A PDSS1 PFKFB3 PHLDA2 PIK3AP1 PIM1 PLAC8 PLAGL2 PLAT PLD1 PLGRKT PNPLA8 PPP1R3B PTEN PTGS2 PTX3 RASSF8 RBM17 RFTN1 RGS16 SAMD8 SAV1 SCARF1 SEC24B SERPINB1 SERPINB7 SERPINB9P1 SFR1 SGPP2 SIGLEC15 SLAMF1 SLC11A2 SLC16A10 SLC1A2 SLC25A37 SLC2A3 SLC7A7 SLCO4A1 SMPDL3A SMS SOCS1 SOCS2 SOCS3 STAT3 STAT4 STEAP1 STK26 STRIP2 SVIL TAB3 TBC1D30 TBC1D9 TGFA TM4SF1 TMEFF1 TMEM39A TNF TNFAIP6 TNFRSF1B TNFRSF9 TNFSF15 TNIP3 TP53BP2 TRAF3IP2 TRIM36 TRIP10 UBE2B UPP1 USP12 VNN3P WTAP YRDC ZBTB10 ZBTB43 ZC3H12A ZNF319 GSE30971_WBP7_HET_VS_KO_MACROPHAGE_2H_LPS_STIM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE30971_WBP7_HET_VS_KO_MACROPHAGE_2H_LPS_STIM_DN ABHD17C ABTB2 ACP3 ADGRE1 AGFG1 AGO2 ANKLE2 ANXA7 AQP9 ARHGAP24 ASAP2 ATF7IP ATL3 B3GNT2 BAALC BACH1 BASP1 BATF BCL2A1 C11orf96 C18orf21 C1orf21 CASP5 CD274 CDC42EP3 CDKN2A CEMIP CHI3L1 CLGN CSF2 CSF3 CXCL2 CYB5R2 DLL1 EHF ELL2 ENPP2 ENPP4 ERVMER34-1 ETV3 EZH2 FBXL3 FBXO39 FCAMR FCGR1BP FERMT2 FJX1 FLT1 FPR2 FRMD6 FSD1L GADD45A GADD45B GFPT2 GJB2 GK5 GNG2 GRAMD1A GTDC1 HAS1 HCAR3 HDAC9 HEBP2 HES1 HLX HMGCS1 HYCC1 IER3 IER5 IL10 IL12B IL15RA IL19 IL23A IL24 IL2RA IL36G IL4R IL6 IL6-AS1 IL7 IL7R ITGB8 KANK1 KDM7A KLF6 KTN1 LCOR LDLRAD3 LILRB2 LIMK2 LINC01093 LLGL2 LMO2 LRIG1 MAP3K1 MAP3K4 MAP3K5 MAP4K4 MCTP2 MED16 MFSD2A MGAT2 MIR155HG MIR3945HG MRPL52 MRPS10 MTF1 NDP NEDD4 NEDD4L NKX3-1 OAZ3 OTUD1 P2RY2 PAPSS2 PDE8A PDSS1 PELI1 PIK3AP1 PIKFYVE PIM1 PLA2G4A PLAC8 PLAGL2 PLAT PLD1 PLGRKT PNPLA8 PRRC1 PTEN PTGS2 PTPN2 PTX3 RAB33A RALGAPA1 RBM17 REST RGL4 RHNO1 RND1 RPS6KC1 RUBCNL SAMSN1 SAP30BP SASH1 SERPINB1 SERPINB7 SFR1 SIGLEC15 SLAMF1 SLC16A10 SLC22A1 SLC25A37 SLC25A45 SLC37A3 SLC7A7 SLCO4A1 SMPDL3A SNAPC1 SOCS1 SOCS3 SOS1 SPATA6 STAT3 STAT4 STEAP1 STK26 STON2 STRIP2 SURF4 SVIL SYT17 TBC1D30 TFRC TGFA THAP1 THRAP3 TLR8 TM4SF1 TNFAIP6 TNFAIP8 TNFRSF1B TNFRSF8 TNIP3 TP53BP2 TRAF1 TRAF3IP2 TRIM36 TRIP10 USP12 VAV1 VNN2 VNN3P WTAP ZC3H12A ZFR ZNF319 GSE30971_WBP7_HET_VS_KO_MACROPHAGE_2H_LPS_STIM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE30971_WBP7_HET_VS_KO_MACROPHAGE_2H_LPS_STIM_UP A2M ABHD2 ABHD6 ACAA2 ACVR2A ADO AGO1 AKR1C3 ALDH3A2 ANKH ARHGAP18 ARHGAP26 AURKA AVPI1 BIN1 C1orf54 C3orf80 C5AR2 CAMK1 CAMSAP2 CAMTA1 CARD19 CASS4 CCDC159 CCL24 CD101 CD1B CD1E CD226 CD300LB CD36 CD84 CD9 CENPN CEP20 CERK CHKA CHST11 CLEC5A CLEC7A COX7B DBF4 DCSTAMP DECR1 DEFB1 DENND1B DHX32 DISP1 DOCK10 DRAP1 EML4 ENC1 ENY2 ERGIC2 ERRFI1 ETHE1 ETNK1 EVI2A FAM135A FAM200B FBP1 FCN1 FGL2 FILIP1L FN1 FOS FPR3 G6PD GABARAPL1 GAPDH GFOD1 GNA13 GPAT3 GREM1 GTF2E1 H2BC21 HAT1 HCLS1 HHEX HMG20B HMGN2 HNRNPLL HOMER3 HPCAL1 IL18BP IL1R2 IL1RAP IRGQ ITFG1 ITGAM ITGB2 ITGB2-AS1 KIAA0513 KITLG KLF9 KLHL26 LAPTM5 LGALS9 LINC00842 LINC01094 LINC02035 LIPA LPAR1 LPCAT2 LPXN LRRK2 LSM12 LSP1 LST1 LYPLAL1 MALT1 ME1 MITF MMP9 MPLKIP MPP1 MPV17 MRAS MRC1 MYG1 NAT1 NCEH1 NCF2 NDUFA4 NDUFB2 NDUFB4 OR52K3P P3H2 PADI4 PAPSS1 PFKFB4 PGD PHPT1 PINLYP PJA1 PKM PLA2G15 PLAU PLXDC2 PON2 PPT1 PRCP PTGFRN RAB7B RAP1GDS1 RAPH1 RASAL2 RASSF5 RBPJ RDH11 RGCC RGS1 RNASE6 RNF135 RPS19BP1 S1PR3 SAMHD1 SC5D SCG5 SCPEP1 SEMA4D SERPINE1 SKAP2 SLC16A6 SLC1A3 SLC22A4 SLC25A40 SLC37A2 SLC49A4 SLC9A9 SNX30 SPIN4 SPOCD1 SPP1 SPRY2 SPTLC3 SQLE SRD5A3 STK38L TBC1D1 TGFB1 TIMM8B TM6SF1 TMEM170B TMEM45B TNFSF14 TRIM24 TRMT5 TRPS1 TUSC2 TXNDC12 TXNIP TXNRD1 UBASH3B UQCR10 VMO1 VSIG4 ZFC3H1 ZMYND8 ZNF281 GSE30971_WBP7_HET_VS_KO_MACROPHAGE_4H_LPS_STIM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE30971_WBP7_HET_VS_KO_MACROPHAGE_4H_LPS_STIM_DN AATBC ABCC5 ABHD14A ACP5 ACRBP ACSL6 ADA2 ADHFE1 AHNAK AIG1 ALAD ANG ANGPT1 APBB1IP APOBEC3C APOC1 ARHGAP45 ARHGEF6 ASAH1 ASRGL1 ATP5IF1 ATP6V0A1 AVPI1 BACE1 BAZ2B BLVRB BNC2 BTD C5 CA11 CACUL1 CAPN3 CARD16 CASP10 CCDC14 CCNY CCSAP CD180 CD1D CD46 CEBPD CEP350 CFD CHN2 CHST13 CIITA CLEC10A CLEC3B CNOT8 CPVL CRHBP CRLF3 CTSS CYBRD1 DDX17 DEPTOR DERA DPEP2 DUSP3 ECHDC1 EPAS1 EPRS1 ERP29 EXOC1 F13A1 FABP4 FAM13A FAM228B FCGR2B FGD2 FMO4 FMO5 FRMD4B FXYD6 FZD2 GAS2L3 GDPD1 GGTA1 GINS1 GNGT2 GPNMB GRN GSTK1 GUSBP3 HADHB HAL HERPUD1 HEXA HGF HHEX HPS3 HSPBAP1 IQCD IST1 ITFG2 ITGA4 ITGA9 JPT1 KCNMB4 KL LINC00324 LINC00865 LINC00957 LINC02035 LPAR6 LTC4S LY86 M1AP MAML3 MARF1 MBNL2 MDM4 MEF2C METTL7A MIF4GD MIS18BP1 MKRN1 MNDA MPP1 MS4A6A NFXL1 NHLRC3 NMNAT3 NR4A2 NUPR1 OGFRL1 PAM PAQR8 PCTP PFDN5 PIK3R1 PIP4K2A PLA2G15 PLCB1 PMFBP1 POLB PPP1R21 PRRG4 PTBP3 PTGR3 PTPN18 RAB42 RAD51AP1 RAP1GAP2 RASA1 RB1 RCBTB2 RIN3 RNASE4 RNASET2 RNF130 RNF135 S100Z SDS SELENOP SHMT1 SIGLEC15 SIPA1L1 SLC24A4 SLC2A9 SLC35A1 SLC39A10 SLC49A4 SLC7A8 SNX18 SNX29 SORBS3 SPATA7 SPIDR SPIN1 SPOPL STARD13 STK38 STMN1 SULT1A1 TASOR TESK1 TLR7 TM7SF3 TMEM134 TMEM59 TNFSF13B TPK1 TPP1 TREM2 TRIOBP TTC7A TUT7 UNC5CL VPS39 VPS8 ZBED3 ZBTB1 ZFHX3 ZMYND12 ZNF277 ZNF395 GSE30971_WBP7_HET_VS_KO_MACROPHAGE_4H_LPS_STIM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE30971_WBP7_HET_VS_KO_MACROPHAGE_4H_LPS_STIM_UP ACSL5 ACVR1B ADM AEN AIFM2 AIMP2 AK4 ALDOA ALOX5AP AMPD3 ASAP1 ATP6V0A2 AZIN1 BBIP1 BEND3 BID BMAL2 BTBD19 BTG3 C15orf48 C17orf58 C1QBP CAVIN4 CCL7 CCT5 CD38 CD58 CDC37 CHUK CLEC5A CMSS1 CNIH4 CTPS1 CXCL1 CXCL3 CXCL5 CXCL6 CXCL8 CYP27B1 DESI1 DGAT2 DGKH DISP1 DNAJC10 DPP3 EBI3 EEF1AKMT3 ELOVL7 FCER1G FFAR2 FKBP4 FNDC3B FPR2 FUT4 G0S2 GEMIN4 GFM1 GFM2 GLRX3 GPR68 GSAP GSR GTF2E1 HIC1 HMGN2P46 HS3ST3B1 ICAM1 IDI2 IL1B IRAK2 ITGB8 JPT2 KANK1 KCNN4 LAMB3 LARP4 LINC03025 LRP8 LSM12 MAML2 MAMLD1 MAPK13 MET METTL1 MFSD2A MRPL15 MRPL47 MSANTD3 MSC MSC-AS1 MT1M MTF1 MZT1 N4BP1 NDP NETO2 NF1 NIP7 NIT2 NME1 NOP16 NOP2 NUDT9 ODC1 OLIG2 PACSIN2 PDLIM7 PDSS1 PHLDA2 PKM PLAA PLAUR PLEKHA3 PLGRKT PLK3 PLP2 POGLUT3 POLR1A POP1 PPIF PPIL1 PRKAG2-AS2 PROCR PSMA3 PSMA5 PSMA6 PSMB5 PSMC4 PSMD1 PSMD14 PSMD7 PTPN12 PTX3 RAB5IF RABEPK RAI14 RCN1 RCN2 RFX2 RRS1 SEC23B SELENOS SEM1 SERF1A SH3PXD2B SLC16A6 SLC1A3 SLC25A33 SLC39A8 SLC41A2 SLC43A3 SLC7A1 SLC7A11 SLC7A5 SNHG15 SOD2 SP2-AS1 SPATS2L SPHK1 SPRED2 SRXN1 STX1A TALDO1 TIMM23 TM9SF4 TMA16 TMEFF1 TMEM138 TMEM38B TMEM45B TMEM68 TNFAIP3 TNFAIP6 TNFRSF9 TNIP2 TNIP3 TNS3 TOMM34 TPST1 TRAF1 TREM1 TRIM13 TUBB TUBB3 TUBB4B TUBB6 TXN TXNDC9 UBE2V2 UBE2Z UCK2 WDR4 WNT5A ZBTB17 ZC3H12A ZNF473 ZNF697 ZPR1 ZUP1 GSE30971_WBP7_HET_VS_KO_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE30971_WBP7_HET_VS_KO_MACROPHAGE_DN ABHD17C ACP3 ADA ADGRE1 AGBL4 AGO2 AMIGO2 ANKLE2 AQP9 ARHGAP24 ARPC1A ASAP2 ATF7IP ATL3 BACH1 BATF C18orf21 C1orf21 CA12 CAB39 CALM1 CASP5 CCL19 CD274 CD47 CD48 CD93 CDC42BPA CDC42EP5 CDKN2A CEMIP CHI3L1 CLGN CPM CRACD CSF2 CSF3 CSNK2A1 CXCL1 CXCL2 CYB5R2 CYP3A5 CYRIA DLGAP1-AS1 DLL1 DNAJB1 DSC2 EEF2K EHF ENPP2 ENPP4 ETV3 FAM200C FCAMR FCGR1BP FFAR3 FIGNL1 FJX1 FKTN FLT1 FPR2 FSD1L GADD45A GADD45B GFPT2 GJB2 GNG2 GOLGA2 GRAMD1A GTDC1 HAS1 HCAR3 HDAC9 HEBP2 HES1 HLA-E HLX HYCC1 IBTK IER3 IER5 IL10 IL15RA IL19 IL23A IL24 IL2RA IL36G IL6 IL7 IL7R INSIG2 ITGB8 KANK1 KLF6 KTN1 LDLRAD3 LILRA5 LILRB2 LILRB3 LIMK2 LINC00343 LMO2 LRIG1 MAP3K1 MAP3K5 MAP4K4 MED13L MIR155HG MIR3945HG MROCKI MRPL15 MRPL52 MRPS10 NKX3-1 NME6 OPHN1 P2RY2 P2RY6 PANK3 PAPSS2 PDSS1 PFKFB3 PGK2 PIK3AP1 PIM1 PIM2 PLAC8 PLAT PLD1 PLGRKT PNPLA8 POFUT1 POU2F2 PPP1R17 PTEN PTGS2 PTPN2 PTX3 RAB21 RAB33A RAB40C RALGAPA1 RBM17 RHNO1 RIN2 RND1 RNF169 RPIA RUBCNL SAMSN1 SAP30BP SASH1 SERPINB1 SERPINB6 SERPINB7 SERPINB9P1 SIGLEC15 SLAMF1 SLC16A10 SLC22A1 SLC25A37 SLC37A3 SLC7A7 SLCO4A1 SMPDL3A SNAPC1 SOCS1 SOCS3 SOS1 STAT3 STAT4 STEAP1 STK26 STON2 STRIP2 SYT17 TBC1D30 TFRC TGFA THAP1 TLR8 TNFAIP6 TNFAIP8 TNFRSF1B TNFRSF8 TNIP3 TP53BP2 TRAF3IP2 TRIM36 TRIP10 VAV1 VNN2 VNN3P VPS28 WTAP ZC3H12A ZFR ZNF319 GSE30971_WBP7_HET_VS_KO_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE30971_WBP7_HET_VS_KO_MACROPHAGE_UP ACOX2 ADAMTS4 ADH1C AEBP2 AFF1 ANAPC1 AP3B1 APBB3 ARHGAP31 ARL4A ARPC3 ARPC5 ATP10D ATP6V1G2 B4GALT5 BCL6 BCORL1 BICC1 BNIP2 C11orf54 C6orf58 C9orf72 CA4 CCDC117 CCN5 CCR7 CD14 CD81 CEP120 CHD2 CHRNA7 CHRND CHST11 CLCA1 COP1 COQ8A CORO1C CPOX CRBN CSNK1E DCDC2B DCTN4 DDX46 DDX52 DHX16 DNAJC5B DUSP1 DUSP10 DUSP4 DUSP5 DYNLT5 EML1 ENGASE ENKD1 EPRS1 FAM193B FAM98A FAP FGF14 FOSL2 FXYD7 GABRQ GADD45B GALNT2 GALNT3 GCNT3 GDF11 GNA13 GSKIP H2AZ1 HCAR2 HHIPL2 HIF1A HP IL2RG ING4 IPMK IRAK2 IRF6 IRS2 IRX6 ISY1 JUND KAZN KCNK10 KIAA0586 KIF20B KIF23 KPNA7 KRT36 LACTB LRIG2 LRP4 LRRC4 MADCAM1 MADD MDH2 MGARP MGAT4C MICU2 MKNK2 MOG MORF4L2 MTMR3 MXI1 MYL12B NBEAL1 NCEH1 NCKAP1L NCOA2 NDC80 NFIB NFXL1 NOP53 NPLOC4 NR4A2 NUDT4 NUP43 NXN OLFML2A ORM1 P2RY1 P2RY10 P4HB PARD6A PARP8 PDCD1 PEX11B PHF13 PIGY PLEKHS1 PLIN2 POLR1C POU6F1 PPBP PRIM2 PSME4 PWWP3B RAD51 RAP1GAP RAP2A RB1CC1 RELL1 REM2 RHOC RNF11 RNF152 RNF157 RNF19A RNF41 SAMD12 SCLY SDF4 SGMS2 SH3BP4 SH3BP5 SH3RF1 SIRT5 SKIL SLA SLC16A3 SLC16A6 SLC4A5 SNRNP200 SNX13 SNX18 SNX32 SORBS3 SOWAHC SPINT4 STAT3 SUPT5H TERB2 TG THEMIS2 TMEM123 TMEM158 TMEM26 TMEM45A TNFAIP3 TNFRSF21 TPD52 TRIM68 TSG101 TSNAX UPB1 URGCP VCAN VPS37B VSX1 WASF2 WDR73 WNT3 WNT6 ZC3H11A ZC3HAV1 ZDHHC24 ZEB1 ZNF616 ZSWIM9 GSE31082_CD4_VS_CD8_SP_THYMOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE31082_CD4_VS_CD8_SP_THYMOCYTE_DN ACACB ACP3 ACP5 ACSL5 ADGRB2 AGPAT5 AHNAK ANAPC13 ANXA2 APOC3 ARMCX4 ATIC ATP8B4 AUNIP B3GNT4 B4GALT5 BAG2 BANK1 BASP1 BAZ1A BEX1 BHMT BLM BTG3 C4orf51 CABIN1 CAD CCDC102A CD96 CDC14B CDC42BPG CDC6 CDT1 CELF5 CENPH CENPM CENPQ CENPW CHRD CLEC4A COX18 CRIP1 CTSW CUEDC2 DEK DHFR DPCD DPP4 DRC1 DYNLT1 EEF1D EIF1AX EIF2A EIF4EBP1 ELP3 EMID1 ENG ESYT1 EVI2B F2R FAF1 FAM111A FAM241A FAM78A FBXL8 FEN1 FRMD4A FRRS1 GINS1 GINS2 GOLM2 GRAMD4 GRIA3 GSTM5 HAAO HAUS8 HCN3 HCST HDAC4 HELLS HID1 HINT1 HMGB1 HRH3 HTR1A HTR2B IL2RB ITGA4 ITGB7 KCTD9 KLF3 KLHDC3 KRT16 LECT2 LINC01160 MANBAL MAP1B MCM6 MCTP2 MEN1 MICAL1 MIDEAS MMP17 MRPL20 MTFR2 MTHFD1L MXD3 MYL9 NEFH NEK6 NELFE NOD1 NOP56 NUP107 NXT1 PA2G4 PABPC4 PDSS1 PEAK1 PHB1 PIDD1 PKD1L2 PKP4 PLP2 PMEPA1 POLR1G POU2AF1 PPA1 PPP1R1B PRADC1 PREX2 PRF1 PRR22 RAD23B RANBP1 RARG RBMXL2 RCN1 RECK REEP1 RELL1 RFC2 RFC4 RMI2 RMND5B RNASEH2B RPS5 RSAD1 RUNX3 SAC3D1 SARAF SCARB1 SCNM1 SEC11C SELENOH SF3A2 SHQ1 SIKE1 SLAMF6 SLC12A7 SLC17A9 SLC19A1 SLC39A6 SLC43A2 SLC45A1 SLN SMAP2 SMC1A SNRPD1 SORL1 SPN SRM SSB STAT4 STX2 TAMALIN TDGF1 TDRD1 TDRD5 TDRP TG TIGD5 TIMELESS TMEM97 TNFRSF13C TPST2 TRIM14 TRIM59 TSSK2 TUBG1 UHRF1 UMPS WDR24 WDR77 XKRX ZDHHC16 ZNF239 ZNF358 ZYX GSE31082_CD4_VS_CD8_SP_THYMOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE31082_CD4_VS_CD8_SP_THYMOCYTE_UP AAK1 ABHD17C AKAP12 AKT3 ALDH2 AP1B1 ARHGAP5 ARHGEF10 ARHGEF6 ARMCX6 ASB2 ASCC3 AVL9 BCL2A1 BCL9 BIRC3 C1QTNF12 CAMKK2 CAMTA2 CASD1 CAST CCDC186 CCR4 CD247 CD274 CD2AP CD5 CD81 CHD3 CITED2 CKB CLCN4 CPEB4 CRYBG1 DAAM1 DDX17 DENND11 DENND6A DLG3 DNAJC6 DOK2 DOLPP1 DUSP1 DUSP11 DUSP5 EID1 EPHB6 ERC1 ETS1 EXOC6B F13A1 FBXO38 FHIP2B FKBP1A FOXN3 GALNT10 GALNT6 GALNT7 GNAQ GPR146 GYPC HACD3 HDAC5 HECA HEXIM1 HIVEP1 HMG20A HP1BP3 HSDL1 IFI44 IFNGR2 IGF2R IGFBP4 IGSF23 IKBKE IL17RB IL21 IL4 IL6R INPP4B INPP5F IPO8 ITIH5 JARID2 JMJD1C KDM4A KLHL17 KMT5B KRBA1 LDB1 LGALS3 LNX2 LRP8 LSM14A LTC4S LYSMD3 MAML1 MAN2C1 MBTPS1 MFSD6 MLLT3 MPZL3 MRGBP MRTFB MTHFR MYO10 NCMAP NEK4 NFATC2 NNT NR4A1 NUFIP2 NXPE3 OSBPL9 PAN3 PAQR3 PCNX1 PDHA1 PHEX PIK3R3 PIP4K2A PITPNM1 PLEKHG2 PLXND1 POGK PPM1B PPP4R3A PRDM1 PTGER4 PTGIR PTGR1 PTMS PWWP2A PYGO2 RAB5B RAB6A RALGPS2 RAP1A RAP2C RAPGEF2 RASGRP1 RCOR3 RGL2 RGS14 ROCK1 RREB1 RSF1 SALL2 SCRIB SEC24D SECISBP2L SERINC4 SERINC5 SETD1B SFMBT2 SH3BP2 SLC25A45 SLC30A5 SLC35A1 SLC36A1 SLMAP SMIM13 ST6GAL1 STK26 SWAP70 SYTL2 TBL1X TESC TET1 TGFBRAP1 TMEM154 TMEM35A TMEM87B TNPO2 TOB1 TRAT1 TRIB2 TRIM24 TRIM34 TRPM7 TSC1 TTYH3 TXNDC16 UBE3B UBE4B UPF3B USP34 WASHC4 WBP1L WDR26 XPO6 YPEL2 ZBED6 ZBTB7B ZCCHC12 ZDHHC17 ZFP91 ZMAT1 ZMAT3 ZNF362 GSE31082_DN_VS_CD4_SP_THYMOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE31082_DN_VS_CD4_SP_THYMOCYTE_DN ABCB9 ABTB2 ADCY6 ADGRF1 AKT3 ANKRD37 ANXA6 ARAF ARAP2 ARF5 ARHGEF6 ARID5B ASB2 ATG9A ATP1B1 ATP6V0E2 ATXN7L3 B4GALNT1 BACH2 BFAR BIRC2 BNIP3L C12orf57 C2orf68 C3orf80 C9orf72 CAMK1D CCDC88C CDIPT CERS5 CHD3 CHST10 CLCN4 CNPPD1 CORO1A CREBBP CRLF3 CYP2D6 CYRIA CYTH1 DAAM1 DDX3Y DIO3OS DIP2B DOCK4 DOLPP1 DUSP1 ENO3 ETV3 EVI5L EXTL3 FAAP20 FAM117B FBRS FEZ2 FKBP1A FOXJ2 FYCO1 GABRR2 GGT1 GMIP GSAP GSTA3 GTPBP2 HCST HECTD2 HERC6 HSD11B1 IDNK IFNAR1 IRF1 IRF2BPL JAK2 JARID2 JUP KLHDC8B KLHL18 KLHL4 KMT5B LASP1 LBH LDB1 LRIG1 LYPLA2 LYSMD3 MADD MAP3K14 MAP4K3 MAP4K5 MAPK7 MAPKAPK3 MARVELD1 MDP1 MFHAS1 MFSD8 MGST2 MKNK2 MLLT6 MMP16 MOB3A MTERF3 MTMR3 MUS81 MYD88 NCMAP NCOA3 NEAT1 NFAT5 NR4A2 NUP210 OAS3 OXT PARP3 PARP9 PEA15 PHF1 PIK3R3 PRKD2 PTK2B PTPN6 PTPRC PVALB RAB4B RALGAPB RAP2A RAP2B RAPH1 RARG RASA2 RBL2 RBM5 REEP5 RELB RERE RFX3 RHOF RNF114 RPE65 RPH3AL RTN4RL1 RUNDC1 S100A13 S1PR4 SBK1 SDHAF1 SECISBP2L SEPTIN9 SETD5 SETDB2 SF3B1 SIDT1 SIRT7 SLC17A9 SLC25A40 SLC26A6 SLC28A2 SLC37A3 SLC41A1 SLX4 SMARCA2 SP110 STAT2 STK24 STX16 SYNJ1 TAP1 TBL1X TBX6 TDGF1 TIMP2 TMEM106B TMEM50A TMEM64 TNFRSF1A TNFSF8 TNIP1 TNIP2 TOB1 TRAF3 TRIM26 TRIOBP TRIP11 TTC38 TUT4 TXNDC16 UBE2J1 UBXN11 UCKL1 WBP1L WDR26 XKRX XPO6 YPEL5 ZHX2 ZMYM5 ZNF281 ZNF287 ZNF513 ZNF597 ZNF623 GSE31082_DN_VS_CD4_SP_THYMOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE31082_DN_VS_CD4_SP_THYMOCYTE_UP ACSL5 ADSS2 AHCTF1 AIFM1 ALDH16A1 ANKRD13B ANO6 AP4E1 ARL6IP6 ATP5MC2 ATPAF2 AUH BCAT1 BRPF3 C9orf78 CAMKV CARHSP1 CCDC40 CCP110 CDCA7L CDKN2AIPNL CENPM CENPS CEP128 CFAP20 CFAP298 CHCHD7 CKAP5 CLASP1 COX18 CPSF6 CRELD2 CSE1L CSTF1 DAZAP1 DCUN1D5 DDX49 DEGS2 DHDDS DHFR DHRS13 DHX29 DIPK1B DIS3 DNAJC15 DNAJC2 DNTTIP2 DPY30 DRG2 EIF3A EIF3K ENKD1 EPB41L4A ERCC6L ERI1 ERI3 EXOSC9 FAM98B FBXO7 FEM1B FGR FUNDC1 GDI2 GINS1 GPD1L GRWD1 GTF2E2 GTF2F2 GTF2H5 GTF3C4 HBS1L HDAC1 HEATR3 HINT1 HMBS HMCES HNRNPM ILF2 INTS15 IPMK JADE3 KIAA1958 KNOP1 KYAT3 LIG3 LTV1 MALSU1 MGAT4B MICOS10 MRPL22 MRPL45 MRPL51 MRPS9 MTHFD1 MTHFD1L MYDGF NAA20 NAA38 NCBP3 NDUFB4 NDUFS6 NEDD4 NKAP NMD3 NT5M NTMT1 NUP133 NUP93 OARD1 OBI1 PCBP1 PCNX4 PDCD5 PELP1 PFAS PFDN6 PHB1 PHB2 PHF10 PHF5A PMPCB POLR2D PPA1 PPAT PRADC1 PSMA3 PSMA5 PSMA7 PSMC2 PSRC1 PTAR1 PTCD3 PTOV1 QDPR RAB1A RAD50 RBM19 RMDN3 RNF126 RNF168 ROMO1 RPGR RPGRIP1 RPL18A RPL36A RPS5 RPS6KA5 RWDD4 SCPEP1 SELENOH SELENOM SENP8 SF3A3 SF3B5 SFR1 SIN3B SLAMF6 SLC25A10 SLC25A3 SLC35E3 SLC7A1 SMC3 SNRPF SNW1 SPIDR SRSF7 SRSF9 STX12 SUB1 SUPV3L1 TARS2 TBL1XR1 TBP TCF4 TEX30 TFDP2 THAP11 THEM6 THRA TMEM11 TSG101 TTC27 TUBG1 TXNDC5 TXNL4A UBE2A UBE2L3 UCHL3 UMAD1 VARS1 VRK1 WDR3 WDR70 WDR75 WDTC1 YPEL2 ZFAND4 ZFP41 ZNG1B ZRANB3 GSE31082_DN_VS_CD8_SP_THYMOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE31082_DN_VS_CD8_SP_THYMOCYTE_DN ABHD6 ACSS2 ADAMTS10 ADD1 ADH7 AMPD1 ANO1 AP1G2 APOC3 ARHGDIB ARHGEF11 ARHGEF3 ARPC5 ARRB2 ASB13 ATXN7L3 B4GALT1 C19orf12 CABIN1 CCDC88C CHD7 CHIT1 CKB CLCN4 CLCNKA CORO1A CREBBP CRHR1 CTTNBP2 CYTH1 CYTIP DGKZ DHX58 DNAJC5 DOCK2 DOK4 DOP1B DTX1 EFEMP2 EML3 ENO1 ENO2 EPS15 EPSTI1 ESYT2 ETV1 EVA1B EVL FAH FAM117B FAM124B FNTB FOXP2 FYCO1 GALNT10 GMIP GOLM1 GPR155 GPR83 GRAP2 GSN HBP1 HCST HELZ2 HERC6 HOPX IFI27 IFI35 IFNGR2 IL21R IQCE IRAK4 ITPK1 JAK2 KIF1B KMT2D LASP1 LFNG LIMK2 LINC01160 LNPEP LRIG1 LY75 LYVE1 MADD MALT1 MARK2 MCOLN3 MCTP2 MEIS3 MORC3 MPPE1 MSN MTMR10 MTURN MXD1 MXD4 MYO1G NBEAL1 NCOR1 NEAT1 NES NFAT5 NFKBIZ NLRC3 NR4A3 NRSN2 NSD3 NT5DC3 NTRK2 NUCB2 OAS2 PAQR7 PAQR8 PCSK1 PDE3B PEA15 PIK3CD PJA1 PLA2G4D PLCG1 PLK3 POLL PPFIA4 PPM1N PRKD2 PRMT8 PRRG1 PSMB11 PTK2B PTPN22 PTPRC RAC2 RAD9A RAP2B RASA2 RASAL3 RECK RERE RFX4 RGS16 RNF114 RNF14 RNF213 RPH3AL RTN4RL1 S100A10 SBK1 SCAMP3 SDF2 SEMA4F SESN3 SH3BP1 SHLD1 SIDT1 SKIL SLC17A9 SLC20A1 SLC26A6 SLC28A2 SLC2A8 SLCO6A1 SLN SNX25 SOBP SON SP110 SPTAN1 SPTBN1 SSH2 ST3GAL1 TAP1 TBC1D20 TG TMEM123 TMEM62 TNFRSF1B TNNT2 TOR1AIP1 TPST2 TRAF1 TRAF3 TRPM4 TSPAN14 TSPAN32 TTC34 TXNIP UBE2H UBXN11 UGT2A3 UHMK1 UTRN VAMP1 WIPF1 WNK1 XYLT2 ZHX2 ZMYM5 ZNF592 ZNF7 GSE31082_DN_VS_CD8_SP_THYMOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE31082_DN_VS_CD8_SP_THYMOCYTE_UP AATF ABCB7 ABHD17C ACLY ADK AHCTF1 AKT1 ALDH9A1 AMZ2 ANAPC5 ANKRD26 ANKRD28 ANO6 APPBP2 ARPC1A ASRGL1 ATAD3A ATP5F1B BCAT1 BCL7A BID BIVM C1QBP CCDC40 CENPH CENPO CEP70 CINP CLCN2 CLSPN CNIH1 COQ7 CPSF6 CSNK1E CST3 DAZAP1 DDX20 DDX21 DDX54 DHDDS DHRS13 DHRS3 DHRS7B DIPK1B DTX4 DTYMK E2F3 EHD4 EIF2S1 ERCC6L2 ETF1 ETFB EXO1 EXOSC9 FABP5 FADS2 FAM133B FASTKD2 FBXO45 FDFT1 GALK1 GET1 GFI1 GINS1 GINS2 GLT8D1 GLT8D2 GNAI3 GTF2E2 GTF2H3 H2AZ1 HAUS5 HAX1 HBS1L HMBS HMGCS1 HNRNPM HSPA13 IDE IFT22 ILF2 IPMK IPO4 JADE3 JDP2 KANSL1L KAT14 KPNA3 KREMEN1 KYAT3 LIG1 LYAR MAGOHB MATCAP2 MCM5 MED23 MGAT4B MND1 MRPS28 MSH6 MTRES1 MVK MYBL2 NADK2 NCAPG2 NDUFAB1 NHERF4 NIFK NUP155 NUP93 OBI1 ORC6 OXR1 P2RY10 PARD6G PBK PDF PFAS PFKL PGLS PHF10 PHF5A PMM1 POLA1 POLR3H POMT1 PPIH PREP PREPL PRICKLE1 PRPS2 PSMD1 PSMD12 PSMD2 PTAR1 PTBP2 PTRH2 RAB1A RAD50 RBM12 RCC2 RFC4 RGS12 RMDN3 RNPS1 RPGR RPRD1A RSL1D1 RTN4 RUVBL1 SART3 SEH1L SERPINE2 SLC25A10 SLC25A13 SLC25A15 SLC25A51 SLC35E3 SLC7A1 SLF1 SNRPA SNRPD1 SNRPF SPEF1 SRM SRSF10 SSR3 STOML2 STON1 STX12 SVIL SWAP70 TAOK3 TCEAL9 TELO2 TEX30 TMEM106C TMEM132A TMEM170B TMEM69 TMPO TRAPPC13 TRIM24 TRIM44 TSEN2 TSPAN6 TSR2 TTC7B TXNL1 UBA6 UBE2Q2 UCHL3 UQCC2 UQCC6 UTP11 YAE1 YARS1 YWHAE ZNF229 ZNF667 GSE31082_DN_VS_DP_THYMOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE31082_DN_VS_DP_THYMOCYTE_DN ABCC5 ABLIM1 ACADM AFF1 AGPAT3 AMPD1 ANKRD13D ANXA7 AP3D1 APBB1IP APLP2 ARAP2 ARFGAP2 ARHGAP1 ARHGAP45 ARHGDIB ATAD2B ATG16L1 ATG9A ATP6V1E1 ATXN7 AXIN2 B3GNT8 BACH1 BCL10 BNIP2 BRAF BRWD3 CAMK1D CASP14 CCDC134 CCDC88B CCM2 CCNG2 CFL1 CHD1 CNGA1 CSRNP2 CTDSP2 CYB561D1 DCLRE1C DDX3Y DFFA DIP2A DLG3 DNAJC3 DNAJC5 E4F1 EGFL8 ENTPD7 EP300 EPC2 EPHB6 EPSTI1 FAM89B FBXW5 FHIP2B FMNL1 FOXO4 FRYL GGPS1 GMEB2 GNA13 GPATCH11 GPBP1 GPR146 H2BC13 HDHD5 HIF1A HNRNPH1 IDNK IDS IGSF23 INPP5A IP6K2 IRGQ KAT2B KCNA2 KDM3B KDM4B KDM6B KIF3B KIF5B KLHL17 KMT2E LATS1 LBR LDB1 LIMK2 LYNX1 LYSMD3 LZTFL1 MACO1 MAF1 MAP1LC3B MAPK7 MARK3 MBTPS1 MCAM MDP1 MINDY2 MLLT10 N4BP2 NBR1 NETO2 NFAT5 NFKBIZ NR1H2 ORAI2 OTUD5 PAN2 PBX2 PHF1 PHF12 PHF3 PHKG2 PI4KB PIK3R3 PKD1 PLEKHF2 POU5F2 PPP1R21 PPTC7 PREX1 PRKAG1 PSD4 PSTPIP1 PTPRC PTTG1IP RABAC1 RANBP6 RASAL3 RBM5 RLF RNF38 RNF6 RSF1 S100A13 SAG SBK1 SDF2 SEC62 SECISBP2L SELENOW SENP6 SENP7 SETD7 SF3B1 SGK1 SIPA1L2 SIRT7 SLC30A9 SLK SMC4 SNX25 SRGAP2 STIM2 STRN SUPT20H SYF2 SYNJ2BP TAF8 TAOK2 TBCEL TBX6 TCF12 TDRP TLE5 TM9SF3 TMEM50A TMOD3 TNFAIP3 TNPO2 TNRC6B TNRC6C TOB1 TP53INP1 TRAK2 TRAM1 TRIM39 TRIOBP TRIP11 TSPO TXNIP UBALD2 ULBP1 USP32 VAV2 WDR27 YIPF4 ZMYM5 ZNF354C ZNF579 ZNF592 ZNF597 ZNF646 ZNF653 ZNF687 ZNRF1 ZYG11B GSE31082_DN_VS_DP_THYMOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE31082_DN_VS_DP_THYMOCYTE_UP ABHD11 ACSL1 ADAT2 AFG3L2 ALG3 AP1AR API5 ASH2L ATG5 ATP23 ATP5F1D ATP5MG BCKDK BLMH BMS1 C15orf39 CARNMT1 CCDC40 CCT2 CDK2AP2 CEBPZOS CHCHD1 CHCHD6 CIAO2A CISD3 CLN5 COMTD1 COPS2 CRTAP CS CUL7 DHRS13 DNAJA2 DPH5 DPY30 DRG2 E2F1 ECSIT EHD4 EIF3A EIF3J EIF4G1 EMC2 EMC6 EPRS1 ERI3 EXOSC9 FAM156A FAM185A FAM98B FKBP3 FTO GCN1 GET1 GOT1 GPAM GPATCH1 GPI GRPEL2 GRWD1 GSPT1 GTF2E1 GTF2H3 GTF3C6 HACD3 HDDC2 HINT1 HLCS HMGCS2 IFT27 IMP4 IQGAP2 KIF16B LAMTOR2 LARS1 LDHA LHPP LIG3 LONP1 LRRC40 LSM6 MAGOH MAGOHB MBOAT1 MBTPS2 MCM7 MCRIP2 ME2 MECR METTL22 METTL5 METTL9 MGAT4B MRM1 MRPL11 MRPL12 MRPL14 MRPL16 MRPL19 MRPL23 MRPL34 MRPL45 MRPL48 MRPS18A MRPS22 MRPS33 MRPS6 MTCH1 MYDGF NAA20 NBAS NDUFB2 NMD3 NOP10 NTMT1 NUDT3 NUDT9 NUP107 NUP133 NUP93 OXSM PARK7 PDCD5 PDF PDRG1 PDSS2 PKM PMPCA POLE3 POLR1D POLR1G POLR2J POMP PPAT PPIF PRADC1 PRKRIP1 PROKR1 PSMA3 PSMC2 PSMD1 PSMD6 PTPRS QTRT1 RAD50 RCC1L RIBC1 RIPK1 RNF7 ROMO1 RPL18A RPL23A RPL27 RPL35 RSL24D1 RSPH3 RWDD4 SAPCD1 SARS1 SCPEP1 SEC61G SERBP1 SIGMAR1 SLC25A10 SLC25A3 SLC30A7 SLIRP SOD2 SRPK1 ST3GAL4 STOML2 SVIL TGIF2 THRA TIPIN TMEM106C TMEM205 TMEM237 TMX2 TOMM6 TOMM70 TRMT5 TSN TSPAN4 TUBGCP2 TXNDC5 TXNL4A TXNRD2 UBXN8 UCK2 UQCC2 UTP11 VARS1 VWCE WDR36 WDR4 YIF1B ZBTB12 ZBTB3 ZDHHC3 GSE31082_DP_VS_CD4_SP_THYMOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE31082_DP_VS_CD4_SP_THYMOCYTE_DN ABHD2 ABHD5 ABI2 ACTN1 AGRN AKAP13 AKT3 ALS2CL ARHGEF10 ARHGEF18 ARL6IP5 ATP5MC1 ATP8A1 BATF C1orf21 CA12 CAPZB CBX4 CCDC88C CCDC9 CCDC90B CCR6 CEBPZOS COX18 CSTF2T CTSB CTSC CYP20A1 CYRIA DAAM1 DHRS7 DPH5 DSE EGR1 EIF2AK2 ENO3 ENTREP2 F2RL1 FAM162A FASN FBXO33 FBXW8 FILIP1L FOXN3 FRMD8 GABRR2 GBP4 GID8 GMIP GPR155 GPR26 GTPBP4 HECTD2 HERC6 HIVEP3 HLA-DRB1 HLA-G HLCS HSD11B1 ICAM1 IL17RB IRAK1 ISG20 ITM2C JAK2 KCNAB2 KHNYN KIAA0040 KIF1B KLHL18 KRI1 KRTAP4-12 LAD1 LGALS3BP LITAF LRPPRC LRRC8A MADD MAP2K1 MAPK3 MAPK8IP2 MAPKAPK3 MED22 MFSD5 MIF MKNK2 MYD88 NAA25 NADK NAT10 NCMAP NDFIP1 NFE2L2 NHP2 NINJ2 NKRF NOP16 NOTCH2 NR4A1 NT5C3A NT5E NTAQ1 NUP210 NWD1 PABPC4 PANX1 PARP3 PARP9 PEA15 PGAP6 PLAAT3 POLD4 POLR1C POLR3D POLR3E PRKAA1 PTGER2 PTGER4 PTK2B PTPN12 PTPN18 PVT1 RABEPK RASAL3 RCBTB1 RCC1L RERE RGS10 RIMS3 RNH1 RP1 RPL22L1 RPL37 RPN2 RPS21 RPS23 RRAS RRP12 RRS1 RTF1 RUNX3 SAMD9L SEC61A1 SELL SEMA4A SH3BP5 SIRPA SLC25A12 SLC25A24 SLC26A6 SLC2A4RG SLC30A7 SLC36A4 SLC46A3 SMC6 SNAP47 SNAPC1 SNHG6 SNRK SPEF2 SPN SRI SWAP70 SWSAP1 TAP1 TBL1X TDGF1 THUMPD3 TIMP2 TMA16 TMC6 TMEM31 TMEM50B TMEM53 TMEM65 TMOD3 TMX2 TNIK TNIP2 TP53 TPD52 TRIM14 TRIM26 TRIM5 TSPAN9 TSPYL2 TSSK3 TXNRD2 UBE2J1 UBE2W USP42 UTP14A UTP4 VSIG4 WARS1 XKR8 XRCC5 ZHX2 ZNF281 GSE31082_DP_VS_CD4_SP_THYMOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE31082_DP_VS_CD4_SP_THYMOCYTE_UP AAGAB ACADL ACADM AGPAT5 ALYREF ANGPT1 ANKHD1 ANKRD40 ATP5F1A ATP5F1B ATP6AP2 AUH BAD BMF BRCC3 BRD8 BRD9 BRPF3 C5orf24 CASS4 CBLL1 CCP110 CCT7 CDCA2 CDK2AP1 CDKL1 CDKN2AIPNL CENPC CEP19 CEP57 CEP89 CHCHD7 CIBAR1 CIPC CKAP2 CKAP5 CLDN4 CMC2 CNOT8 COX17 COX6A1 CREB3L2 CST3 CTC1 CTDSP2 CTDSPL2 DCTN1 DDIAS DIP2A DOHH DTYMK DYNLRB1 EEFSEC EHMT2 EIF1AX EIF4E3 ELOA EMID1 ERCC6L EXO1 FADS1 FAM241A FCHO1 FEM1B GABPB1 GDPD1 GINS1 GSTM5 GTF2A2 GZF1 H2AZ1 H2BC13 HAUS8 HCCS HDLBP HELLS HMGB2 HNRNPH3 IFT52 IGIP ING4 INPP5K JADE3 KATNIP KCNK5 KDM3B KIAA1958 KIF5B KRAS LAG3 LCK LRWD1 LSM14B LYNX1 MACIR MDM1 MED30 METAP2 MEX3C MLF2 MOB1B MRFAP1L1 MRPL3 MRPL51 MRPS11 MXD3 NDUFB6 NELFB NETO2 NKAP NXN OAZ1 OSBPL11 PAGR1 PAIP2 PARPBP PCBP3 PCGF3 PDPK1 PGLS PGPEP1 PHC1 PLA2G12A POC1A POLA1 POLR2I PPIL2 PPP1CC PRDX2 PRKCI PRPF40A PSRC1 PTPN14 PWWP4 RAB12 RAB21 RANBP3 RAPGEF1 RASL11B RFC4 RP9 RPA1 RTKN2 SANBR SBNO2 SCAI SCNM1 SDC4 SDHD SEC11C SETD4 SKA1 SLC30A4 SLC35E3 SLC38A1 SLC43A2 SLMAP SMARCD2 SMC3 SMC4 SMC5 SOS2 SPRTN SRGAP2 STRN STRN3 STXBP5 TBC1D22A TBC1D25 TCEAL9 TEDC1 TENM1 THEM6 TMEM263 TP53INP2 TRAK1 TRIM11 TRIM37 TRIM39 TRPS1 TTC12 TUBB TUBG1 UBALD2 UBE2A UBE2E3 UHRF1 UHRF2 UMAD1 UQCR11 USP15 VPS36 WDR27 WDR83 ZBTB33 ZC3HC1 ZNF24 ZNF653 ZNF841 GSE31082_DP_VS_CD8_SP_THYMOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE31082_DP_VS_CD8_SP_THYMOCYTE_DN AATF ABHD11 ACSL1 ADAD2 ADAR AFG3L2 AGMAT AGRN ALDH18A1 ANAPC11 AP1AR AP1G2 AP1M2 APEX1 AQR ARHGEF3 ARMCX2 ARPC5L ASPH ATM ATPSCKMT AXL BATF BHLHA15 BHLHE40 BMP4 CA12 CAD CARNMT1 CCT4 CD86 CEPT1 CLIP1 CPM CRHR1 CRIM1 CRIP1 CYP4V2 DAPL1 DENND1C DENND2D DNAH11 DOCK10 DUSP2 EEF1A2 EEF1D EFEMP2 EHD3 EIF5B ELP3 EMC2 EMILIN3 ENG ENO1 ENOPH1 ERAP1 F2R FAM174C FBXL6 FBXL8 FLNB FOXP2 FRRS1 G6PC3 GALNT10 GALNT12 GATAD2A GID8 GIMAP8 GLUD1 GPR155 GPR83 GRK6 GRWD1 H2AJ HCN3 HECA HECTD2 HERC6 HIVEP3 HLA-DMA ICOSLG IFI27 IKZF2 IKZF4 ING5 INPP5B IRAK1 IRF4 ITPK1 KCNAB2 KCNG2 KICS2 KIF12 LAD1 LPCAT1 LSM7 LY75 LYVE1 MFNG MIF MRM1 MRRF MSN MYH9 MYO1G NAA25 NEDD9 NFE2L1 NOTCH2 NR4A3 NSF NT5C3A NT5DC3 NTRK2 OAS2 ODC1 ORAI3 PABPC4 PANX1 PARP3 PDRG1 PHYHD1 PLEKHA2 POGLUT1 PPA1 PRKCQ PRMT2 PTCD2 PTK2B PTPN18 RARS1 RBM43 RCC1L RECK RGS10 RNF114 RP1 RPL22L1 RPL30 RPL35 RPL37 RPS21 RRP12 RRP1B RRP7A RTBDN RTN4RL1 SCAMP3 SCLY SEC24A SELENOW SEMA4F SETD6 SH3BGRL3 SH3BP5 SLC12A7 SLC26A11 SLC26A6 SLC2A4RG SNAPC1 SORL1 SOX5 SPATA5 SPTBN1 SRGN SRPK1 SSH1 STAT4 TDRD7 TDRP TFE3 TGFBR3 THAP12 TIMM8A TMA16 TMCO4 TMEM106A TMEM121B TMEM165 TRAF1 TRIM14 TRMT61A TSPYL2 TXNRD2 UBQLNL UBXN11 UMPS UNC13D UNC5A WARS1 WDR3 WDR75 XXYLT1 XYLT2 YAF2 ZDHHC11 ZFP1 ZHX2 ZNF418 GSE31082_DP_VS_CD8_SP_THYMOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE31082_DP_VS_CD8_SP_THYMOCYTE_UP ABI1 AKIRIN2 AKT1 ALDH2 ANGPT1 APPBP2 ARHGEF39 ATF1 ATRNL1 AURKA BCL7A BLM BNIP2 BRD9 CACNB3 CCDC28B CD247 CDC5L CELF1 CENPC CEP170 CEP290 CEP70 CLK4 CPNE1 CPSF7 CSRNP2 CTDSPL2 CTSV CYB5A DCTN4 DEK DEPDC1 DEXI DIP2A DIPK2A DLG3 DLGAP5 DMWD DMXL1 DNAL4 DUT DYRK1A E2F7 E2F8 EDC3 EGFL8 EHMT2 EIF4E3 ELOA ERRFI1 ESCO2 ETAA1 ETS1 EZR FADS2 FAM117A FAM193B FBXO45 FEM1B FHIP2B FOXO4 GDPD1 GPR132 GTF3C5 H2AZ1 H2BC13 HDAC7 HES6 HMG20A HNRNPR ICAM2 IFT81 INTS8 JADE3 KCTD1 KDM3B KLHDC10 KLHL24 LAG3 LANCL2 LAPTM4B LCK LDB1 LRRC1 LSM14B MACIR MAD2L1 MBNL3 MDM4 MEGF9 METAP2 MOB1B MSH6 MTMR14 MYL11 MYO18A MYO1C NAPG NEK2 NETO2 NPHP1 NPLOC4 NUDT4 NUSAP1 PAFAH1B2 PAFAH1B3 PAIP2 PALS1 PAN2 PATZ1 PBK PCGF3 PDE5A PHC1 PLK1 POLA1 PPP1CC PPP1R21 PPP2R5D PPP4R3B PRDX2 PSD4 PTGR1 PTPN14 PURG RB1CC1 RCBTB2 RCSD1 REEP4 REPS1 RGS12 RIPOR1 RNF20 RNF26 RRM1 RSF1 RTN4 SCN4B SECISBP2L SGO2 SKA2 SLC30A4 SLC30A9 SLC35E3 SLC37A2 SLC38A9 SLC4A2 SLK SMARCD2 SMC4 SMC5 SNRNP35 SORD SPC25 SPRTN SRGAP2 SSH3 SSX2IP STX6 SUPT20H SYNJ2BP TCEAL9 THRAP3 TLE2 TMEM167B TMPO TOB1 TOP1 TP53INP1 TRAK2 TRIM11 TRIM39 TRIM44 TSC22D2 TSC22D4 TTC12 TTPAL TUBB TUBGCP3 UBA3 UBE2E3 UEVLD UMAD1 USP1 VHL VIRMA WDR27 WDTC1 XPO4 YBX2 YTHDC2 YTHDF3 ZBED6 ZBTB33 ZBTB41 ZCCHC8 ZNF664 ZNF704 ZNF740 GSE31622_WT_VS_KLF3_KO_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE31622_WT_VS_KLF3_KO_BCELL_DN ADCY8 ADD1 AIDA AIRE ARPC5L ATF7IP ATXN1L AXL BCL2L13 BET1L BMX BRWD3 C4orf48 C9orf64 CA9 CACNA1G CCDC107 CCDC88B CCL4 CD247 CD4 CD72 CD86 CEP295 CERK CGAS CMTM6 CNPY1 CRABP2 CRLF3 DAP DCSTAMP DCXR DDX24 DENND1C DENND4B DHX16 E2F2 E2F4 EFCAB3 EGLN3 EHMT2 EIPR1 FAM47E FAM53B FBXL18 FBXL19 FES FEZ2 FHIP2A FMNL1 FOXP3 GAD2 GALNT7 GAPVD1 GART GFI1B GGPS1 GIT1 GPR101 GPR174 GPR35 GRINA GRM5 GSDMD GZMA GZMK HDHD3 HGF HTT IFITM2 IL20RA ITGA9 ITPRIPL2 KCNK6 KHDRBS1 KIF3B KLF3 KRT16 KRTAP13-2 LCMT2 LINC01973 LRP8 MAFG MAP1S MARCHF2 MCL1 MCM10 MCMBP MED11 METRNL MFF MGLL MS4A13 MUL1 MVP MYD88 MYO19 MZT1 NAGPA NAP1L2 NEPRO NFATC3 NFKB2 NHSL2 NOLC1 NOP58 NOS2 NR3C1 NRAS NRROS OCEL1 OLFM2 OSM PDZD8 PEDS1 PFKFB3 PHF21B PIK3R5 PLA2G10 PLBD1 PLOD3 PLXNB3 POGK POU2F2 PPM1H PRKX PRR14L PRSS16 PRSS8 PTGER1 PTPN1 PTTG1 PUM1 PWP2 PYGO2 RAB20 RAB3IL1 RANBP3L RBM14 RBM42 RIN3 RNF135 RNF19B RUFY2 RUNDC1 SELE SEMA4B SEZ6L2 SH3KBP1 SHISA3 SIPA1 SLAMF9 SLC16A6 SLC17A6 SLC7A11 SMARCA4 SMARCD2 SOCS3 SORCS2 SPATA1 SPN SPPL2A SRSF10 STARD7 STEAP1 STIM2 STMN4 STX11 SUN3 TAC1 TIMELESS TLE3 TMA16 TMCO2 TMEM176B TMEM185A TMEM51 TNFRSF9 TNFSF11 TNFSF8 TPP2 TRAIP TRIB1 TSPAN32 TSR1 TTC39C TULP4 TUT1 UBE2F UMPS USP10 UTP23 UTP25 WDR12 WDR81 YWHAB ZBTB5 ZNF175 ZNFX1 GSE31622_WT_VS_KLF3_KO_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE31622_WT_VS_KLF3_KO_BCELL_UP ACADM ACAT1 ACBD4 ADAM22 ADGRF4 ALDH1A1 ALDH6A1 ANGPT1 ANGPTL7 ANKRA2 ANKRD2 ARMH4 ARNT ASB11 ASB14 ASTN1 ATG101 ATP1A2 ATP5F1A ATP8A2 AXIN2 C14orf93 C6orf136 CACNA2D2 CAP2 CAVIN4 CCDC160 CD163 CD300LG CDC73 CDK16 CELF4 CES1 CHCHD2 CHPT1 CLIC5 CMYA5 CNR1 CNTFR COQ9 CPPED1 CPXM2 CSGALNACT1 CSRP1 CXCL13 CYP27A1 DCAF15 DCLK3 DNAJC16 DNAJC6 DPEP1 DPYD ECH1 EDAR EHD4 EPC2 ETFDH FAM163A FAM210B FAM221A FBXW10 FKBP3 FMO1 FOXA2 FOXD2 FOXRED1 FSD2 FYCO1 FZD2 GABRE GATA2 GCK GLI1 GPIHBP1 GRPR GSTA3 GSTO1 HADH HDDC3 HELQ HHATL HSPB2 ING3 INMT IRF3 ISL1 IVD JAKMIP3 KCNJ3 KCNQ1 KCTD18 KIAA1549L KLHL13 KLHL4 KLHL41 KYAT3 LMOD2 MAOB MAP4K2 MBIP MDH2 MEIKIN MFSD2A MLANA MORN1 MSRB2 MTFR1L MXRA7 MYBPHL MYOC NDUFAB1 NDUFS1 NECAB1 NEXN NOTCH3 NOXO1 NR2F1 NUDT12 NUDT7 OGDH PAFAH1B1 PAQR6 PCMTD2 PCSK6 PDE7A PDE7B PDHA1 PDP1 PDZRN3 PFDN1 PFKM PGM1 PHF14 PHF3 PHYH PITHD1 PKIA PLCH1 PMPCA PODN PPARA PRCD PRKAB2 PRKCE PRRG3 PTN PUS10 RALGPS2 RASEF RBP7 RC3H1 RCAN2 RCOR3 RECQL4 REG1A RETREG3 RGS12 RGS17 RORC RPS6KA6 RWDD3 RYR1 SCG5 SCN1A SEPTIN11 SERPING1 SGSM1 SHOX2 SIN3B SLC22A13 SLC25A12 SMARCA1 SMS SNW1 ST6GALNAC6 STARD10 STC1 SUCLA2 SULT1A1 SUPT20H SVEP1 SVIP SYCP3 TCAF2 TCP10L THOC1 TKT TP53I13 TPD52L1 TRAPPC6A TRIM63 TXNDC2 UNC50 UQCRFS1 VAMP5 VSIG4 WDSUB1 ZBTB8B ZFTA ZNF483 GSE32034_LY6C_HIGH_VS_LOW_MONOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32034_LY6C_HIGH_VS_LOW_MONOCYTE_DN ABLIM1 AGRN AHSA1 ALKBH4 ARFGEF1 ATG101 ATP6V0D1 ATP6V1E1 AVL9 AXIN1 B9D2 BCL2L11 BLTP2 BOLA2 BST2 C8orf33 CAPN15 CDK11B CELSR1 CHKB CHMP7 CMPK2 COL9A2 CPSF1 CRIM1 CRY2 CTDP1 CTDSP2 DAP3 DCAF11 DCTN6 DDHD2 DDX24 DDX60 DHX57 DICER1 DLGAP4 DOP1B DUS1L EFR3A EIF3D EIF4A3 EIPR1 ELAC2 ELP5 ENC1 EPSTI1 FAM8A1 FBXO22 FBXO45 FKBP4 FKBPL FOXJ3 FRAT2 GBP2 GBP6 GCH1 GLE1 GMPPB GOLGA5 GPN1 GRAMD1A GTF2H4 GTF3C4 HARS2 HAUS8 HBP1 HEATR1 HGSNAT HLA-B HLA-G HOXA11 IFI27L2 IFI35 IFIT1B IFIT2 IFIT3 IKBKE IL7R INPP5D IRF1 IRF9 KCNN4 KIF1B LARP1 LAS1L LCMT2 LGALS3BP LONP1 MAF1 MARVELD2 MBP MEDAG MESD METAP1D MIB2 MPDU1 MRPL46 MRPS18B MRPS31 NDUFS6 NEK9 NGRN NIFK NKTR NRG3 NSUN4 NUFIP1 NUP43 NXT1 OAS1 OLFM3 ORC2 OSBP PARP12 PARP14 PARP9 PATJ PDXK PGP PIK3C3 PITHD1 PITPNM1 POLR1A POP7 PPAN PPP1R8 PRPF6 PSMB8 PSMB9 PSME1 PTOV1 PUF60 RAB3IP RAB40C RANBP10 RAPGEF6 RBM42 RBMX2 RELA RGS10 RHEBL1 RNF11 RNF114 RNF145 RNF185 RNPS1 RPP25L RRBP1 RRN3 RRP12 RTP4 SAFB SART1 SEC11A SEC61G SFSWAP SLC25A26 SLC44A2 SLFN13 SLITRK1 SLX9 SOWAHA SPRTN SS18 SSBP2 SSX2IP ST8SIA1 STAT1 STUB1 STX5 TDRP TLE4 TM9SF2 TMEM140 TNFRSF18 TNIP1 TPRKB TRAF4 TRIM59 TRIR TSTD2 TXNL4A UBA5 UBAP1 UBE2Z ULK1 USP12 USP18 VPS11 VPS16 WDR43 XDH XPO6 ZCCHC8 ZEB1 ZNF394 ZNF764 ZNF790 ZNRF1 GSE32034_LY6C_HIGH_VS_LOW_MONOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32034_LY6C_HIGH_VS_LOW_MONOCYTE_UP AAGAB ACLY ACP3 ACSL1 ACTB ACTG1 ACYP2 ADAM12 ADAM19 ADAT1 AK3 ANXA2 ANXA4 APOH AQP9 ARL4D ASRGL1 ATP2A3 BHLHE40 BLOC1S6 BMP15 BMP5 C10orf82 C3orf14 C5orf22 C6orf89 C8G CABYR CACNA2D3 CALCB CASP1 CASP4 CCDC85A CCL11 CCL22 CCL4 CCR2 CD79A CDC42EP3 CDH3 CDKN2C CEMIP2 CENPF CFAP97 CIITA CLBA1 CRB1 CREB3L3 CRHR2 CRTAP CSGALNACT1 DDIT4L DMC1 DNAJC1 DNASE1L3 DNMT3A DOCK5 DPH6 DPYSL3 DRAM2 EBPL ECHDC3 EEF1A2 EFHD1 ENTPD4 ERN1 ETV4 FCGR2B FGR FKBP9 FMO3 FOXA1 FZD9 GABARAPL1 GAS7 GBX2 GDF3 GLUD1 GM2A GNG10 GPR83 GRIA3 GZMB HILPDA HLA-DOB HOPX HSD11B1 HTR4 HYAL2 ICOS IER3 IFNG IL10 IL13 IL17A IL1RL1 IL5RA ITGA2 ITGAX ITGB2 ITM2B KCNE2 KCNJ10 KLRK1 KRTAP15-1 LCN2 LIPC LPIN1 MAP2K1 MCOLN3 MED14 METRNL MID1IP1 MMP10 MTFR1 MTFR2 MYO1G NEDD1 NFATC1 NHSL1 NRG4 NRM NSDHL NUDT4 NUPR1 P2RX5 PA2G4 PABPC1 PDIA4 PGLYRP1 PLAUR PLEKHF2 PODXL POLA1 POLH PRDM1 PRPS2 PRSS16 PTH2 PTPRO RAB3D RAP1B RASGRP1 RBMS1 REEP3 REEP5 RHPN2 RLN1 RORA RPS6KA1 RRAGA RUNX2 SCGN SEMA7A SERPINB11 SERPINB6 SERPINE2 SGK3 SIX2 SLAMF7 SLC12A3 SLC25A24 SLC37A2 SORD SOWAHC SPATA6 SPIN4 ST3GAL6 STAG3 STAT4 STEAP4 TCF3 TEK TESMIN TFAP2A TFF3 TH THTPA TLE3 TM6SF1 TMEM151B TMEM163 TMEM263 TMEM41B TMEM98 TNFRSF21 TNFSF10 TPRG1L TRPV2 USP8 VIM VSNL1 WDFY2 WLS WNT10B WNT16 XIST YIPF1 ZCCHC18 ZYG11A GSE32034_LY6C_HIGH_VS_LOW_ROSIGLIZATONE_TREATED_MONOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32034_LY6C_HIGH_VS_LOW_ROSIGLIZATONE_TREATED_MONOCYTE_DN ABCD3 ABCF2 ACOD1 ACOT9 ADORA2B AFF1 AGFG1 ANPEP APLP1 ARG2 B4GALT3 BACH1 BAG6 BCL3 C9orf85 CA8 CAND1 CASP4 CASP6 CCL13 CCL2 CCL4 CCL7 CCR1 CD164 CD180 CD244 CD59 CD86 CD99 CDKN2D CEBPD CFHR1 CH25H CHI3L1 CITED2 CKB CLCN7 CLDND1 COL19A1 COQ4 CORO2B CPXM1 CTSE CXCL10 CXCL6 CXCR3 CYB5R3 DAPK3 DDR1 DIAPH2 DLX2 DNAAF10 DNAJC5 DNTT DPEP1 EHD1 EIF1AY EMP1 ENO1 EQTN ERLIN1 ERRFI1 ETS2 EXTL3 EYA3 FBXL12 FCGR2B GAB1 GADD45G GALNT6 GATAD2A GCH1 GCLM GNAQ GSR GUCA1A GZMK HIF1A HMOX1 HNRNPC HYOU1 ID1 IFI30 IFITM3 IGLL1 IKZF1 IL13RA1 IL17D IL17RA IL2RG INTS8 IRF1 ITGA5 ITIH3 JAK2 JAK3 JUN JUNB KARS1 KCNK1 KCNQ1 KRT77 LAMB3 LARGE1 LGALS8 LIN7B LPAR1 LYST MAP2K4 MAP3K8 MAPK6 MATN2 MCOLN2 MED1 MIDN NAB1 NDRG1 NDRG4 NEDD4L NFKBIZ NOC4L NOCT NR3C1 OCEL1 OR2H2 P2RY2 PCGF5 PCSK2 PDIA4 PIGR PIK3C2A PIM1 PLSCR1 PPIF PPRC1 PRKCH PSMC1 PTGER4 PTPN1 PTPN11 PVT1 RAB21 RAB4B RASAL1 RBMS1 RGS16 RHBDL3 RHOT1 RNASE1 RNH1 RPL31 RSRC2 RTL6 SALL3 SCIN SFTPD SHISA5 SLC12A1 SLC12A7 SLC2A1 SNRK SOAT1 SOAT2 SOCS1 SPTA1 SPTAN1 SRA1 SRGN ST3GAL4 ST3GAL5 ST3GAL6 ST6GALNAC4 STOM SUSD6 TACR1 TADA1 TARS2 TBR1 TCAP TEC TGFB1 TIMP1 TIPARP TMPRSS15 TNFSF9 TRPC1 TSKU TUBA4A TXNRD1 U2SURP UBQLN1 UGCG UNC13B VAX1 VCAN ZBTB2 ZFAND5 ZFP36 ZNF281 GSE32034_LY6C_HIGH_VS_LOW_ROSIGLIZATONE_TREATED_MONOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32034_LY6C_HIGH_VS_LOW_ROSIGLIZATONE_TREATED_MONOCYTE_UP ACAA1 ACAA2 AGRN ALDH1A3 ALDH2 AP3D1 APBB1IP ASIC5 ATP1A1 BMP15 BUD31 C11orf16 C4BPA CCN2 CCR5 CD40 CD48 CDK2AP2 CFP CGA CHIC1 CLK4 CLTA CMPK2 CMTM6 CNTN3 COL11A1 CPNE1 CSNK2B CTSV CXCL12 DAP3 DBI DBN1 DCTN6 DDC DHRS7 DUSP16 ECI2 EIF2B2 EIF3K ELMOD3 ELOA ELP3 EPRS1 FBXO9 FBXW4 FCGR1A FCRLA FERMT3 FGF11 FH GABRG3 GAS6 GBP2 GLMP GLO1 GNA12 GNA14 GNB3 GTF2I H2BC18 HGSNAT HPGD HSD17B11 HSD17B4 HSP90AB1 HSPA1B IFIT2 IFIT3 IGFBP4 IL10RA ILVBL IPP IRF1 IRF7 ISG15 ISYNA1 ITM2B ITSN1 JAK1 KIT LARP4B LDHC LGALS3BP LGALS9B LMO2 LPCAT3 LRRC8A LY6E LYL1 MAB21L2 MAF1 MAPKAPK2 MCEE MET METTL9 MIF4GD MRC1 MRPL24 MRPL27 MRPS21 MS4A6A MTHFR MTNR1A MX2 NDUFA2 NDUFS4 NECAP2 NF1 NFKBIA NICN1 NISCH NME3 NMI NNT NPC2 OTUD7B OXCT1 PARP1 PAXBP1 PDCD7 PES1 PFKM PFN2 PIP4K2A PKIG PMS2 PON2 PRAP1 PRDX4 PSAP PSMB10 PSMC3 PSME1 PTGFRN RAB5C RABGGTA RBM17 RELL1 RETSAT RHOH RNASE4 RNASET2 RPL13A RPL23A RPLP1 RPS10 RPS18 RPS19 RPS23 RPS5 S100A8 SARAF SELENOK SEMA3C SERINC3 SERPINB6 SESN1 SLC15A2 SLC35A1 SLC6A12 SMARCD2 SPEF1 SPINK1 SSBP2 STAB1 STK39 SUPT4H1 TAB3 TCN2 TFAM TFF2 TLR7 TM2D3 TMEM45A TNRC6A TPK1 TRAFD1 UBAP2L UEVLD UNC93B1 UQCRC1 UQCRHL USE1 VRK3 WASHC2A WASHC3 WDR45 WDR6 XPC YBX1 YPEL3 ZFP36L1 ZKSCAN1 ZMYND8 ZNF274 ZNF622 ZNF740 ZNFX1 GSE32034_UNTREATED_VS_ROSIGLIZATONE_TREATED_LY6C_HIGH_MONOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32034_UNTREATED_VS_ROSIGLIZATONE_TREATED_LY6C_HIGH_MONOCYTE_DN ABCC2 ACKR3 ADRA2C AMH APIP APOE ARL4C ARL5A AURKAIP1 AXL BAG1 BCAP31 BCL2A1 BEX1 BLTP3A BOLA2 C1QBP CA4 CACUL1 CACYBP CAPN7 CASP3 CASP9 CAVIN2 CCDC186 CCNI CCR5 CD99L2 CDV3 CFDP1 CHCHD10 CHCHD7 CHKA CLCNKB CLEC16A CLK1 CLK4 CNR2 COPB1 CYB5R4 DBI DHRS7 DIDO1 DNASE1L1 DPM3 DPPA5 EEPD1 EID1 EIF1B ENTPD7 EPB41L4A-AS1 ERP44 ETFB FABP3 FBXL15 FCGRT FKBP9 FLCN FNDC7 FXYD2 GML GNAS-AS1 GON4L GPAT4 GPX7 GRIA4 GTF2I H2BC18 HIGD2A HMX1 HOXA13 HSP90AB1 IL1R2 KANK3 KANSL2 KCNA2 KDM3A KIN KLHL7 KLK4 KMT2E KRT10 LAMTOR2 LGR5 LOXL1 LPIN1 LSM4 LYL1 LYRM2 MAEA MAT2B MCEE MCM3AP MDM2 MGP MLYCD MRPL11 MRPL27 MRPL41 MRPL43 MRPL49 MRPS12 MRPS26 MRPS36 MRPS7 MSL1 MYO1F MZT2B NDFIP1 NDUFC2 NFIX NKIRAS1 NMBR NPM3 OGT ONECUT1 P2RX4 P3H3 PAXBP1 PCK2 PDCD5 PEBP1 PHF7 PNRC1 PPA2 PPARG PPARGC1A PRPSAP2 PSMC5 PSMD6 PSMG4 QDPR RAB2A RAMAC RASD1 RBM3 RBM8A RHOB RMND5A RPAP3 RPF1 RPL13A RPL14 RPL24 RPL28 RPL30 RPL6 RPS18 RPS23 RPS3A RPS6 RPS7 RSRP1 RTCB SARAF SDHAF1 SEC61A2 SEM1 SEMA4F SERP1 SIN3B SLC25A39 SLC6A12 SLIRP SMIM11 SNX9 SOCS3 SPR SRP14 ST8SIA3 SUCLG1 SYNPO TAF6 TAF8 TARDBP TBCA TGIF1 THBS1 TMEM179B TMEM223 TNIP1 TNKS2 TRAF1 TRIM27 TXNDC5 UGT8 UQCC5 USE1 VAMP3 WASHC3 WDR55 YPEL3 ZFP36L2 ZFP64 ZKSCAN3 ZMAT3 ZMYND8 ZNF354A ZNF821 GSE32034_UNTREATED_VS_ROSIGLIZATONE_TREATED_LY6C_HIGH_MONOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32034_UNTREATED_VS_ROSIGLIZATONE_TREATED_LY6C_HIGH_MONOCYTE_UP AARS1 ABCB10 ABCC1 ABCF2 ABR ACKR4 ACY1 ADH7 ADPRS ANGPTL2 ANK3 AQP7 AQP8 AQP9 ARF3 ARHGEF1 ATP5MC1 ATP7A BMP2 C12orf43 C5AR1 CA8 CADM1 CAPN3 CASP4 CASQ1 CCL13 CCNE1 CCR1 CDC37 CENPB CFAP418 CHADL CINP CLCN7 COL5A1 COX18 CSNK1D CTSE CX3CR1 CXCL3 CYP8B1 DIAPH1 DNAAF10 DNAH8 DNASE1L2 ELK1 ELL2 EMD EN1 ENO1 ENTPD1 ERCC1 ESD ESRP2 EXT1 F7 FABP4 FAM3A FARSA FBXW7 FGR FLNB FNDC1 FXN GCLM GCSAM GEMIN5 GIPC2 GJB2 GPR137B GPX4 GSR GSX1 GTF2B GTF2E2 GUCA1A H1-2 HAL HBE1 HMGA2 HMOX1 HOPX HOXA5 HSD11B2 IGF2BP2 IKBIP IKBKE IL2RG IL7R INMT INPP1 INTS14 ITGA5 KCMF1 KCNAB1 KCNN4 KCNU1 KDR L1CAM LAMC1 LAMC2 LAPTM4B LRRC23 MAP2K3 MEMO1 MERTK MINDY1 MMP12 MORC4 MRPL15 MRPL17 MRPS18B MSR1 MTM1 MYO10 NAV2 NCF1 NES NFE2L1 NFIC NINJ1 NKX1-2 NOLC1 NOP58 NPC1 NR2C1 NSF OCEL1 PCLO PDK1 PDK4 PDLIM7 PEF1 PFDN6 PHC2 PHTF2 PIGU PLK3 PLXNA2 PMF1 POLG POLR1A PPP3CC PRKACA PROCR PTGDS PTH PTPN22 PVALB RAB4B RAB8B RAD23A RGCC RLN1 RO60 RPL15 RRS1 S100A11 SCAMP3 SDC1 SEMA4A SEPTIN9 SH2B3 SIT1 SLC11A1 SLC19A1 SLC2A1 SLC35E4 SLC44A2 SLC6A8 SMAD6 SPDL1 ST3GAL5 STOM STRBP TANC1 TFF3 TIA1 TIMELESS TIMM17B TIMP2 TM4SF1 TNFAIP2 TUSC2 TXNRD1 TYK2 UBALD2 UBQLN1 UCK1 URM1 USP22 VAX1 VCAN VIM VPS37B WWC2 ZBTB2 ZFP28 ZNF239 GSE32034_UNTREATED_VS_ROSIGLIZATONE_TREATED_LY6C_LOW_MONOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32034_UNTREATED_VS_ROSIGLIZATONE_TREATED_LY6C_LOW_MONOCYTE_DN AADACL3 ACAA1 ADAMTS1 AKR1C4 ANXA11 ARF6 ARMCX4 ARRB1 ASB6 BAALC BBOX1 BCL10 BHLHE22 BRD2 BTNL3 CABLES2 CAPN2 CARD11 CAV3 CCDC146 CCDC83 CCND3 CD300LD-AS1 CD74 CERS3 CES3 CLVS2 COMT CORO1A CPEB2 CR1L CUEDC2 CUZD1 CYTH3 DCLK2 DDRGK1 DDX3Y DERL1 DIABLO DNAJC9 ECE1 EFS EIF1P3 ELAPOR2 ESRP2 FAM241B FLNA FN1 GC GFRAL GGTLC1 GGTLC2 GJA10 GOLPH3 GORASP1 GPR132 GPR141 GPX7 GTF2F1 HCRTR2 HDX HHLA2 HHLA3 HLA-DOA HLA-DPB1 HLA-DQA1 HLA-DQB2 HLA-DRB5 HTRA1 ID2 IDH3G JAGN1 KL KRT7 LGALS13 LINC00299 LINC02904 LMNA LRWD1 LST1 LTB LUM MAP6 MAP7D2 MB21D2 MBLAC2 MID2 MKRN9P MPRIP MUL1 MVB12A NCR3 NDNF NELL2 NIPAL2 NLRP12 NME8 NPC1L1 NPDC1 NTRK2 NUAK2 ODC1 OGN OLAH OLIG3 OR51G1 OR5M8 OTUB1 PARM1 PDGFC PDPN PFN2 PGLS PHAX PIGZ PIN1 PITHD1 PLD6 PLEC PLP2 PNLIPRP2 PNPLA6 PON2 PPCS PPP1R15B PRR23B PSD4 PWWP2A QRICH2 RAB22A RAC2 RBMS3 RBPMS RFFL RFLNB RNF152 RNF167 RTL8C SCAMP2 SCN10A SDR42E1 SILC1 SLC15A4 SLC25A38 SLC27A3 SLC36A2 SLC8A1 SLITRK6 SMIM19 SNORD13 SNX12 SPATA6 SPEF2 SPINK1 SPOCK1 SSU72 STARD8 STAT6 STK40 SVIL TACR1 TEX14 TLNRD1 TMEM18 TMEM185B TMEM199 TMEM200A TMEM244 TMEM9B TPPP3 TPRX1 TREML2 TRIM44 TRIM51 TRIO TRIR TSPAN15 TSR2 TTLL1 UBA7 UBE2I UBQLN2 UNC13C URI1 USP12 VAPB VIM VKORC1 VPS18 WDR93 WNK3 ZDHHC7 ZFP69 ZIK1 ZNF24 ZNF317 ZNF501 ZNF649 GSE32034_UNTREATED_VS_ROSIGLIZATONE_TREATED_LY6C_LOW_MONOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32034_UNTREATED_VS_ROSIGLIZATONE_TREATED_LY6C_LOW_MONOCYTE_UP ACSS3 ADAM5 ADCY5 ADIPOR2 AGR2 AMBRA1 ANOS1 ARF3 ARFGEF2 ARID3A ASB2 ATP11A BTN1A1 C6 CA1 CACUL1 CAMSAP1 CASP12 CCDC88A CCNYL6 CD2BP2 CD38 CDC14C CDYL CEACAM6 CFAP300 CIBAR1P1 CKB CLC CLEC7A CLGN CNKSR2 CPD CPEB3 CRTC3 CXCR5 CYBRD1 CYTIP DCDC1 DEFB110 DEFB133 DEFT1P DHX16 DIP2B DUSP16 EFHB EMC3-AS1 EPB41L5 F8 FAM136CP FAP FOXJ2 FRMD7 FZD3 GDPD1 GLCE GLRB GP1BA GPLD1 GPR107 GPR137B GPR32 HESX1 HIPK1 HNRNPLL HSBP1P2 HTT IBSP IHO1 IL19 ILVBL ITGAE ITGAV KCNAB3 KIAA0513 KLHL14 KRTAP20-1 KRTAP4-3 KRTAP5-6 LARGE1 LGMN LIMS1 LINC00301 LINC00525 LINGO2 LRIT3 MFSD2B MIR33A MIR376C MRGPRG-AS1 MSTN MUSTN1 NCOA3 NEO1 NLRP14 NPR2 NR1H3 NT5C3A NT5C3B OMD OOSP2 OPN5 OR10D4P OR13C2 OR13H1 OR1S1 OR2AK2 OR2T8 OR4C5 OR51A7 OR51B6 OR51F2 OR51H1 OR52E6 OR52H1 OR5D18 OR5M1 OR6X1 OR8A1 OR9A4 P2RX5 PAGE4 PARD6G PGLYRP3 PHLPP1 PIH1D2 PIRT PKHD1L1 PLEKHG2 POU2F1 PPM1N PRKD3 PSMG4 PSORS1C3 PTGR2 PTPN13 PXYLP1 RAI1 REEP1 RERE RNF217 RNF24 S100G SAP130 SCARNA8 SCGB1D1 SCGB1D4 SCN8A SELE SH3D19 SKIL SLC11A2 SLC12A4 SLC44A1 SLC6A20 SMAD1 SNORA37 SNORA38B SNORD115-2 SNORD116-27 SPAG9 SPAM1 SPATA33 SPATA6L SRGN STAT4 SUCLG2P2 SUCNR1 SUMO4 SWAP70 SYCP2 TAFA1 TBATA TBL1X TCN1 TFAP2D TLCD5 TM4SF20 TMEM176A TMEM176B TNFRSF17 TNRC6A TP53BP1 TRIM55 TULP4 UBR4 WASF2 WDR25 WDR88 WRAP53 ZMYND8 ZNF114 ZNF879 GSE3203_HEALTHY_VS_INFLUENZA_INFECTED_LN_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3203_HEALTHY_VS_INFLUENZA_INFECTED_LN_BCELL_DN ABCA8 ABHD15 ABO ACTA1 ADAMTS4 ADGRD1 ADORA2A ADRA2B AKR1B10 AKR1C3 ALK APBB1 AQP5 ARHGEF4 ARL2 ARMC6 ASAP3 ASB11 B3GALT5 BBS10 BCL9 BDH2 BOK BPIFA2 C5AR1 CA12 CAMKMT CASTOR1 CCDC116 CCDC157 CCDC159 CCDC73 CCDC85A CCNJL CD160 CD163 CDX4 CEP63 CEP83-DT CFAP221 CFAP298 CHRNA9 CHRNB3 CHSY3 CLEC10A COPZ2 COTL1 CPD CRB3 CREB3L1 CSGALNACT2 CTDSP2 CYP11B2 DIXDC1 DMWD DNAJC28 DNMT3L DSCAML1 DTNA EIF4G2 ELAVL2 ELAVL3 EPN2 F2RL2 F8 FABP12 FAM210A FBXL5 FEZ1 FGFR2 FMO2 FNDC9 FOXP3 FRS3 FUBP3 FUT7 GAREM1 GCHFR GGACT GIPC2 GIPR GORAB GPATCH4 GUCA1A HCAR2 HECTD2 HLA-E HOXC6 HYAL2 IGFBP6 IL18RAP INIP IPO4 IRAK1 ITGA2B KCNK6 KCTD11 KIAA1549L KLKB1 KREMEN1 KRT16 LMBR1 LRRC19 LRRC71 LYRM9 MAJIN MALT1 MARCO MC3R MCMBP MGAT3 MOK MOS MYMK MYO5C MYOZ3 MZT2B NAALADL2 NEUROG3 NGFR NOL8 NOTCH3 NRXN2 OTOP2 OTOS PAXX PCYT1B PDP2 PLCG1 POLR3F PPFIA4 PRSS41 RCAN2 REEP1 REG3G RLN1 RNF165 RNF207 RPUSD3 RSU1 SALL4 SAT2 SEMA3F SHBG SLC10A4 SLC1A6 SLC20A2 SLC25A27 SLC35D2 SLC39A13 SLC39A2 SLC3A1 SLC6A14 SLC8A1 SLIT1 SNED1 SNRNP35 SNX31 SPACA1 SPATC1L SSTR1 STAP2 SUCNR1 SUMO3 TCF21 TDRD1 TFAP4 TLCD1 TLCD3B TLN2 TMEM123 TMEM132A TMEM175 TMEM230 TMEM86A TMOD4 TNFSF10 TNIP2 TNPO1 TOP3B TPPP3 TPRG1 TPT1 TRAM2 TRIAP1 TSR3 TTLL13 TUBA3C TXNL4B UGT3A2 UNC5B UROC1 USP26 VSX2 WASF2 WDR35 ZFP92 ZNF184 ZNF436 ZNF575 GSE3203_HEALTHY_VS_INFLUENZA_INFECTED_LN_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3203_HEALTHY_VS_INFLUENZA_INFECTED_LN_BCELL_UP ABTB3 ACHE ADAM9 ALDOC AMZ2 APOE ARL5A ARPC2 ART5 ASCL1 BAZ2B BCO1 BLOC1S6 BLVRB BOLA3 BRK1 BRME1 BRPF1 BRWD1 C12orf42 C3orf80 CASQ2 CAST CASZ1 CCDC113 CCDC77 CCL28 CD180 CD276 CD83 CDH22 CENPB CEP120 CEP126 CHST3 CIITA CNOT6L CPEB1-AS1 CPM CRELD2 CYP2A6 CYTL1 DDX25 DDX39A DENND2D DMWD DNAI3 DNAJC13 DSCC1 EFCAB2 ELF5 ELP5 EML1 EPHX1 EPRS1 ERO1B ERP44 EXOC3L1 F8 FANCM FBXO30 FCER2 FCHSD2 FDPS FIBCD1 FSIP1 GAB1 GABARAPL2 GABRA3 GALNT1 GGPS1 GMPS GRPR GSN HAGH HDAC1 HECW2 HLA-DRB1 HOMER3 HOXA13 HSD17B7 IFNB1 IL4R ITIH1 JPT1 KAZALD1 KLF15 KLF7 KLKB1 LANCL3 LCK LCLAT1 LCP1 LETM1 LIMD2 LMOD3 LRRC57 MAP2K1 MAP3K14 MARS1 MED30 MINDY1 MN1 MNS1 MON2 MYH2 MYH6 NADSYN1 NANS NELFA NFATC2 NKIRAS1 NPAS2 NSMCE1 NSMCE2 NUP133 ORAI1 OTULIN PACSIN1 PAG1 PAPPA2 PAX5 PCSK6 PER2 PIK3CG PIK3R1 PIP5K1A PLD3 PLEKHJ1 PPIA PPP2R5E PRICKLE3 PRIM2 PROK2 PRR13 PRSS23 PSKH1 PSMB4 PVALB RAB28 RAB3IP RASA2 RBM10 RBM28 RBM45 RHOA RNF145 RNF151 RPA1 SCAF4 SCD SCG5 SCML2 SFT2D1 SKIDA1 SLA2 SLC16A6 SLC18A2 SLC25A46 SLC4A7 SLC6A16 SNX29 SOHLH2 SPAG5 SPATA24 SPCS3 SSC4D ST3GAL5 STAG2 STARD3NL STAT3 STPG4 SWAP70 SYF2 TBCB TEX9 TFAP2D THEG TLCD2 TMEM200A TMEM88 TMUB1 TRMT12 TRPM4 TSN TSPAN13 TTL TUT7 UBA6 UNC50 USP1 USP27X VPREB3 WDR81 WIPF2 WIPI1 YIF1A ZNF263 ZNF474 ZNF638 GSE3203_INFLUENZA_INF_VS_IFNB_TREATED_LN_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3203_INFLUENZA_INF_VS_IFNB_TREATED_LN_BCELL_DN ABCA4 ABCC4 ABCD3 ABCG2 ACKR3 ACSL1 ADSS1 ANKIB1 ANKLE2 ANKRD33B ANXA1 ANXA2 ARGLU1 ARID5A ARL5A ARMC3 ATAD3A ATXN1 AUH B9D1 BCL6 BEX1 BOLA2 C17orf58 CABCOCO1 CAPG CARMIL1 CBR3 CCND2 CCS CD99 CHKA CLDN10 CLIC3 COLGALT1 COQ6 CSF2RB CSTPP1 CYP7B1 DAG1 DCAF1 DCTD DCTPP1 DDI2 DHX33 DNPH1 DPP4 DPYD DSE DUSP5 EBI3 ELOVL5 EMB ENTPD1 ERCC6L2 FAM98B FBXW10 FKBP11 FMR1 FRRS1 GLG1 GOLM1 GOLM2 GOT2 GSR HADH HEXD HOATZ HOMER1 HS2ST1 HSD17B2 IGF1R ILF2 INPPL1 IRS1 ITGB1 KCNC2 KCNK6 KMT5A KPNA3 LACC1 LAP3 LCLAT1 LMLN LPIN2 LRATD2 LRRC36 LSM11 MARVELD1 MATK MCTP2 MDM4 MFHAS1 MGA MOB3B MOGS MRPL37 MSANTD1 MYMK NAB1 NAP1L3 NBDY NDUFAF6 NEFH NID1 NLRC3 NOP16 NOP58 NUDT14 OSBPL5 P2RX7 PARD6G PCGF6 PECR PFKFB3 PHGDH PIK3IP1 PKD1L2 PLA2G4A PLA2R1 PLEC PLEKHA1 PLGRKT POGLUT3 POMP POP4 PPAN PPIG PRICKLE3 PRKCQ PRMT3 PRPF39 PTCH1 PTGER4 PTPRE PUS1 PUS7L QTRT1 RAB3GAP2 RASGRP2 RBMS1 RELT ROGDI RPL24 RPL32 RPS9 RRP1B S100A6 SENP6 SEPHS1 SFMBT2 SHISA4 SHISA9 SIDT1 SLC36A4 SLC49A4 SLC7A3 SLCO5A1 SMIM3 SMS SNX10 SNX33 SOCS2 SPACA9 SPAG17 SPATA7 SSPN SSR4 SSX2IP ST14 ST3GAL4 STAG1 STARD6 STEAP3 SVIL SYNE2 TACC3 TBC1D24 TBC1D32 TDRD9 TERT TGFB2 TMEM154 TMEM176B TMEM201 TMEM255A TNMD TRIM44 TRUB1 TUBA8 UBXN2A USP32 VCL WDR13 WWOX XXYLT1 ZCCHC3 ZNF12 ZNF280C ZNF706 GSE3203_INFLUENZA_INF_VS_IFNB_TREATED_LN_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3203_INFLUENZA_INF_VS_IFNB_TREATED_LN_BCELL_UP ACAD8 ADAM23 ADAMTSL5 AEBP1 AICDA AKAP6 ALS2 ANGPT4 ANKHD1 ANKRD55 ANO1 AP1S2 AQR ARHGAP24 ARL4A ARTN ATOH8 ATPSCKMT AXIN2 B3GALT2 BCL3 BMP5 BPIFC BSPRY C1orf185 C3orf80 C9orf72 CACNG8 CCDC183 CCDC66 CCL25 CD109 CD79A CDC25B CDK20 CHI3L1 CHST11 COL25A1 COL26A1 COQ4 CPED1 CPN1 CPXM2 CRACD CREB3L2 CRELD2 CRIPT CST3 CSTF2 CUX2 CYP1A2 CYP26A1 DAGLA DAPL1 DDAH1 DMRT3 DNAAF6 DNAJC18 DSC2 EFS EHMT1 ELOC ENDOD1 EPHX1 ERGIC2 ESPN FAM120C FAM241A FAP FBXW4 FIBCD1 FNDC7 FNDC8 FRA10AC1 FSTL1 GAS2L3 GLRA2 GOLGA3 GPR22 GPR6 GRIA2 GSDMA GTF3C6 H1-8 HACD2 HAVCR1 HDHD2 HINFP HMGCS1 HOXD4 INO80B IQGAP1 IZUMO1 KIAA0825 KIFAP3 KLF12 KRT80 LACTB LAD1 LCMT1 LDHD LDLR LHX1 LRRC34 LSAMP LTBP1 MALSU1 MANF MBL2 MCEE MCTP1 MED6 MGP MYO9A NAGS NALCN NARF NAT14 NCOA4 NDRG3 NETO2 NKX2-1 NKX6-1 NPR2 OIT3 OR51E1 P4HA1 PARD6A PARVA PCBD2 PEA15 PEBP4 PIGX PLD1 PLXNA3 POLR2C PPFIA3 PRCC PRDM15 PRR13 PRRX2 PRX PSMB4 PSMB9 PTPRR PYGO1 RAD17 RASGRF1 RPAP2 RTP3 SAMD7 SBSPON SCN1A SCUBE3 SDC2 SEPHS1 SFMBT2 SH3BGRL3 SH3BP4 SIX5 SLC16A12 SLC39A12 SLC4A1AP SLC9A6 SLFNL1 SMR3A SNX18 SOCS7 SOX18 SPAG17 SPECC1 SPIN1 ST3GAL5 ST8SIA6 STEAP4 STN1 STXBP3 TAF2 TEN1 TEX14 TMEM234 TMLHE TNFRSF12A TPCN1 TRIM54 TRMT10B TUBA8 UBE2G1 UBE2K UGT2B15 VPREB3 VPS26A VSTM5 WDR3 WDR91 YBEY YPEL2 YRDC ZC3H3 ZNF706 GSE3203_UNTREATED_VS_IFNB_TREATED_LN_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3203_UNTREATED_VS_IFNB_TREATED_LN_BCELL_DN ABCE1 ABCG2 ACVR1C ADAR AHNAK AJAP1 AKAP3 ANK3 ANKRD7 ANLN AQP4 AREG ARHGAP5 ARID5A ARMH4 B3GAT1 BAD BCKDHB BCL6 BHLHE41 BPIFB3 BSN C11orf87 C19orf38 C4orf51 C9 CACNA2D2 CACNB4 CAMK2A CAPZA3 CCDC183 CCR4 CD1D CDK5R2 CDK8 CFAP43 CHMP4C CLDN10 CLDN19 CLEC12B CLEC1A CMTR1 CNNM3 COIL COL10A1 COL27A1 CPLX2 CYP4F2 DCLK2 DFFA DHTKD1 DKK3 DOP1A DPP4 DSTN DYNC1I1 ENKD1 ENO4 ENTPD1 EPCAM EVX2 FAM216B FAM222A FCGR1A FGF6 FNDC3B FOS FSHB GABRA5 GAD1 GATA2 GRB14 GRHL1 GRIN2B GSE1 HADH HAO1 HAPLN3 HPD HPRT1 HS3ST3B1 HSD17B3 IFI44 IFI44L IMPDH2 IQCE IQGAP2 ISL1 ITGA4 ITPR1 KBTBD12 KCNC2 KCTD4 KDM5D KDR KLHL9 KMT5A KPNA3 KRT81 KSR1 LAG3 LHX6 LRRIQ4 MAN1A2 MAP2 MARVELD1 MCRIP2 MEDAG METAP1D MFHAS1 MICALL2 MMP1 MNAT1 MORN5 MUC15 MX2 MXRA8 MYH14 NCAPD3 NDUFA9 NEB NEFH NIFK NKG7 NOP16 NPC2 NT5DC3 NTPCR OAS1 OAS2 OTUB2 P4HB PCDHA11 PDHA2 PDLIM1 PEPD PIK3IP1 PIK3R5 PLA2G4A PLEC PLEKHA6 PLPP3 PLXNA1 POLR1B POMT2 POU1F1 PRELID2 PRELID3A PTPN1 RARRES1 RCC1 REC8 RNF150 RNF187 RPL24 RPS6KA6 S100A6 SBF2 SCN3B SH3BP4 SKP1 SLC12A2 SLC19A1 SLC25A3 SLC25A42 SLC38A5 SLC39A11 SLC43A3 SLC6A18 SNAP91 SSBP4 ST14 STAC2 STOM STOX1 SVIL SYNDIG1L SYT1 TADA2A TBC1D24 TBX5 TCEAL1 TENM4 TFDP1 TMEM255A TMEM41A TMEM45B TNN TPST2 TRIM46 TRIQK TTC28 TUBA1B UBQLN3 VPS13B WDFY4 ZCCHC3 ZFYVE1 ZNF280C ZNF777 GSE3203_UNTREATED_VS_IFNB_TREATED_LN_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3203_UNTREATED_VS_IFNB_TREATED_LN_BCELL_UP ABLIM1 AKAP6 ALOX12B AMN1 AMOTL2 ANKRD54 ANXA4 APEX2 ARL6IP6 ASCL1 ATE1 ATG4D ATXN7 BBS5 BCLAF3 BEND5 BHMT BICRA BMP2 BOK C11orf97 C12orf29 C4orf54 CAAP1 CAB39L CACNA1H CAPN15 CAPS2 CCDC117 CCDC127 CCDC160 CCDC181 CD79A CD84 CETN2 CFAP20DC CHD1L CHST11 CLCA1 CLEC4G CLN5 CLPTM1L CNOT8 COL5A2 CPNE8 CRACD CSGALNACT1 CTRL CYP26A1 DCLRE1C DMRTC2 DNMBP DUSP22 EAF2 EEA1 EEIG1 ENPP3 ERGIC2 FAM120C FAM13B FBXO11 FGD6 FHOD1 GABRD GGH GML GOPC GPR137B GPR22 GPRASP1 GPRIN2 GRK3 GSN H1-8 HDHD2 HEXD HGFAC HIVEP2 HMGCR ICOS IDS IL18R1 IL1RAPL1 IL6ST IMPA1 INPP5B INVS ITGA2 ITGAV JAZF1 KBTBD7 KCNV1 KRT222 L3MBTL3 LATS1 LPIN2 LPIN3 LRATD2 LRSAM1 LTK MAGI3 MAN1A1 MBL2 MCM3AP MDFIC MED28 MFF MMP11 MPEG1 MPZL2 MPZL3 MS4A7 MTF1 MTSS1 MYL4 NARF NCOA4 NDUFA4 NFATC2IP NPR2 NSDHL NTF3 OMA1 OSBPL8 P2RY12 PAG1 PBX3 PDCL3 PHC3 PHKB PIK3CG PIKFYVE PLPP6 PMEPA1 PRKAA1 PRR13 PTPN14 RASA2 RETREG1 RIT1 RPAP2 RPS21 RUNDC3B RUNX1T1 SAT1 SCN8A SCYL1 SEMA5A SERP1 SH3BGRL SHLD1 SLC17A5 SLC30A9 SLC31A1 SLC4A7 SLC7A6OS SLC9A9 SNAI1 SNTA1 SOAT1 SP1 SPAG9 SPATA18 SRGAP1 STARD4 STXBP3 SWAP70 TAF2 TAFA3 TBC1D19 TBC1D5 TBK1 TMED6 TMED7 TMEM269 TMEM41B TMEM81 TMEM86B TMF1 TPCN1 TPD52L1 TRABD2B TRAPPC11 TRHR TSPAN15 TUT4 USO1 USP15 VPS26A WAPL WIF1 XIST YEATS4 ZDBF2 ZDHHC23 ZFP36L1 ZNF180 ZNF2 ZNF583 ZNF592 GSE3203_WT_VS_IFNAR1_KO_INFLUENZA_INFECTED_LN_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3203_WT_VS_IFNAR1_KO_INFLUENZA_INFECTED_LN_BCELL_DN ACTA1 ADH5 ADORA2A AMTN ANXA1 ANXA6 AP5Z1 APBB1 ARL2 ATP8B2 BCL6 BCORL1 BMP1 BPIFB1 C18orf25 C1QL3 C4orf36 C6orf132 CA12 CABIN1 CAMK1 CAPN10 CASTOR1 CBX5 CCDC73 CCSER1 CD163 CD248 CES3 CFAP298 CHRM4 CHRNA9 CHSY3 CMTM5 CNP COA4 COL15A1 COPZ2 CREB5 CRIP1 CTHRC1 CXCL11 CYP17A1 CYP1B1 DPYS EEF1G EFTUD2 EIF3K ELAVL3 EMC8 ERICH2 EVPL FAM171A2 FAM53B FHL2 FLNC FLT1 FNDC9 FOXD2 FSHB FSHR GCHFR GIPC2 GLIPR1L1 GNAT2 GOT2 GPATCH3 GPX8 GSG1L GTF2F1 GUCA1A HADHA HEBP2 HRAS HSP90AB1 HTR5A ICA1L IGLL1 IL18 IL36RN IL6R INSM2 IQCH ISX ITGA2B ITPRIPL1 KANK3 KCNC2 KCNK6 KCTD11 KIAA1549L KLHL9 KRTAP4-12 LDB3 LEPROTL1 LGALS12 LGI4 LIN28B LMNTD1 LRIG1 LSM4 LSP1 LYZL6 MAD1L1 MAN2A2 MARK1 MEDAG MFSD13A MGST1 MICAL2 MINAR1 MLF2 MOK MRC2 MRPL11 MRPL54 MRPS6 MTA1 MYL7 MZT2B NAA50 NAGS NEFH NELL2 NEURL2 NEUROD6 NGFR NME2 NPAS1 NPHP3 NPHS2 NRAP NT5E NUP210 NXT1 OVOL2 PABPC1 PAK3 PAQR8 PARK7 PGD PGLS PLEC PLPP3 POLR1A POU5F2 PPP1R14B PPP1R14D PRSS50 PTK7 PTMS PTPA R3HDM4 RABL6 RBFA RBFOX2 REG3G RERG RIN2 RNF207 RPS5 RPUSD3 RWDD2A S100A10 SALL1 SALL4 SCARF2 SEC61B SEL1L3 SELE SEMA3F SEMA4F SH3RF1 SHC3 SLC1A7 SLC25A4 SLC52A3 SNCB SOD1 SPTBN2 STMND1 SYCN TAGLN3 TDRP TFF2 THSD7B TK1 TMC8 TMEM270 TNIP2 TPRG1 TRAM2 TRNP1 TSPAN9 UBTD1 USP43 ZCCHC3 ZNF428 ZNF558 ZSWIM9 GSE3203_WT_VS_IFNAR1_KO_INFLUENZA_INFECTED_LN_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3203_WT_VS_IFNAR1_KO_INFLUENZA_INFECTED_LN_BCELL_UP ABCG8 ACSL3 ACSM5 ADAMTSL5 ANKH AP1M2 APOE ARHGAP28 ARHGEF28 ARPC3 ASB6 ATOH8 ATP6AP1 B4GALT2 BEND4 BLOC1S3 BPGM BPIFB1 C1orf105 C1orf50 C2CD4C C6orf132 C6orf15 C9orf64 CAMTA2 CCDC24 CD83 CDC42EP3 CDCP1 CEP126 CES4A CFAP53 CHAC1 CHD5 CHRNG CHST11 CHTF8 CLIC1 CLNK CPA1 CPXM2 CTH CXCR6 CXXC5 CYP8B1 DACH2 DAP3 DDI1 DENND2D DEXI DIO2 DIPK1A DNAAF11 DRC1 DYNC2LI1 E2F4 EFCAB2 EHD3 EMX1 ENTREP1 EPHX2 F2RL2 FAM107A FBXL18 FMNL3 FRMPD2 FSCN3 FXYD4 GAREM2 GCNT2 GLIS1 GLRB GPC6 GPKOW GPR12 GPRIN2 GRP GRPR HBA2 HEMGN HMGCS1 HNF4G HOXA5 HOXB6 HSPB7 IGHG1 IGSF21 IL4R IPCEF1 IRF5 KCNS2 KIF17 KIFC1 KITLG KRTAP2-4 LCK LGR6 LIMD2 LIPC LONRF3 LPIN3 LRIG1 LURAP1 MANF MBOAT1 MDFI MEGF6 MINDY1 MIXL1 MRPL1 MS4A8 MYO9A MYOZ1 NDRG1 NELFA NFATC2 NKX3-2 NRTN NSG1 NSMCE1 NSMCE1-DT OCA2 OSMR PAG1 PAPPA2 PAX9 PCDH20 PCDHB1 PHETA2 PID1 PIK3AP1 PLA1A PLA2G10 PLCXD1 PM20D1 PMEL PNP PRDM14 PRIM2 PRR11 PSPN PTPN4 PTPRC PTTG1 RAB40C RAD51C RASA2 RERG RHOA RNASE2 RNF217 ROPN1 RORA RPA1 RPAP1 RPL39L RPL9 SCGB3A1 SFT2D1 SLA2 SLC16A14 SLC22A14 SLC34A3 SLC6A18 SMOC1 SNCB SPATA24 SPINT4 SREBF1 SRPK3 SYNM SYT11 TAF3 TEAD4 THADA THBS2 TMEM123 TMEM134 TMEM229A TMIGD1 TMUB1 TP63 TSSK4 TXNDC2 UBE2U UNC80 USP14 VAT1L VRK2 WDR18 WDR81 WNT8A XCL1 XKR8 ZC4H2 ZMAT2 ZNF354B ZNF414 ZNF511 ZSWIM5 GSE32128_INOS_DEPENDENT_VS_INOS_INDEPENDENT_ACTIVATED_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32128_INOS_DEPENDENT_VS_INOS_INDEPENDENT_ACTIVATED_TCELL_DN ABRACL ACTG1 ACTN2 ADH4 AGR2 AIFM1 ALDH3A2 ANAPC13 ANGPTL1 ANKIB1 ANKRD13C ANXA3 AP3D1 AP3M2 ARHGAP12 ATL3 ATP4B BET1L BPIFB1 BTG3 C9orf40 CATSPER2 CCDC71 CCNB1IP1 CCNG1 CDADC1 CDH1 CDH13 CDR2L CEP55 CHADL CHD8 CHGA CHMP1A CLCN4 CLDN8 CMPK1 CNOT6L COL22A1 CP CPSF7 CREB3L4 CRLF1 CROT CTNND1 CUBN CYP17A1 DBNL DDHD1 DDX39B DERL2 DOK2 DPP3 DXO EI24 EIF3F EML6 ERAP1 F2R FANCI FBN2 FBXO21 FBXO22 FGF21 FNBP4 FPGS FRZB FUS GBP6 GIGYF1 GJA4 GJB4 GLRA3 GMIP GON4L GPANK1 HAUS8 HCST HELB HMCES HMOX2 HRH4 HTR3B ICAM1 IFIT3 IFT80 INSM2 IRF9 JPT1 KCTD2 KDF1 KLHL25 KPNA2 LGI4 LIPC LPCAT1 LPGAT1 LYN MAB21L1 MAPK10 MARCHF6 MBTPS1 MED12L MFN2 MRPS21 MRPS6 MSANTD2 MSL3 MTF1 MYCN MYF6 MYL12B MYLIP MYO9B NANOS1 NCKAP1L NCOA2 NME2 NR1I2 NRBP1 NTSR2 ONECUT1 OXR1 PAFAH1B1 PDHA2 PDPK1 PEAK1 PHTF1 PLA2G2E PMM2 PNOC POLR3C PON2 POPDC2 PPP1R21 PPP4R3A PPP6C PRSS16 PTP4A3 PURB RAB11B RAB33B RALB RBL2 RGS2 RNF4 RNH1 RPL19 RPS9 RRM2 RUFY3 RYR3 SCAMP2 SCN3A SEC62 SEMA6A SERHL2 SFRP5 SGCG SH3BP2 SHARPIN SHISA2 SIRT7 SLC10A3 SLC20A1 SLC37A1 SLC41A1 SMC5 SMTNL1 SOX14 SRI SSNA1 STARD5 STEEP1 STYX SUMF1 SYAP1 SYF2 TAF1A TASOR2 TBC1D20 TCF19 TDRD3 TEX43 THBS4 TJP3 TMEM123 TMEM131L TMEM140 TNIP2 TRAPPC2 TRIM21 TRIR TUBB4B UBAP1 UBQLN4 UTY VNN1 XRCC4 ZFHX4 GSE32128_INOS_DEPENDENT_VS_INOS_INDEPENDENT_ACTIVATED_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32128_INOS_DEPENDENT_VS_INOS_INDEPENDENT_ACTIVATED_TCELL_UP AAR2 ABCD4 ADAM2 ADIPOR2 ADSS1 AHI1 AKAP8L AKR1B1 ANXA2 ANXA5 AP3M1 APC2 APOBEC3B ARFIP2 ARID1A ARIH2 ARL8B AURKA BAP1 BCAT2 BMPR1A BUD13 CAB39 CASP3 CBL CCDC6 CCL20 CDKN1C CDYL CFD CGGBP1 CIAPIN1 CKAP4 CKAP5 CLCN1 COL1A1 COPA COPRS CST11 CSTB CXCL3 CXCR4 CYB5R3 CYP2S1 CYTIP DDX19B DERL1 DHRS1 DHRS3 DKK1 DNAJB1 DNM1 DNMT3A DNPEP DOCK5 DSP DUSP11 DVL2 EIF4A2 ENPP3 EPHA5 ESPN EVX2 FAM131B FAM241B FAM53C FZD1 GAA GABRA2 GALNT11 GNA13 GOLGA4 GPCPD1 GPRASP1 GPS2 GRIK5 GRIN3B GSTM3 HAVCR1 HBS1L HDAC7 HGF HLA-B HMGA1 HOXB13 HRH1 HSPA1B HYOU1 IDH1 IFFO2 INTS6L ITPRID2 JARID2 JUND KAZALD1 KCTD20 KMT5A LGALS7 LRRC59 LSR MAP3K7 MAPK6 MAPRE2 MARCKSL1 MCCC1 MCRIP1 MFGE8 MIF4GD MMD MMP1 MTMR10 MYO7A MYRF NAAA NCOA4 NDRG4 NEUROG3 NFYC NOL7 OBP2B OTUD7B OVGP1 P2RX6 PCTP PI4K2A PIM3 PIP5K1B PKIG PKP2 PLCD1 PLPP2 PPP3CB PPP4R1 PRKACA PRKCSH PRUNE1 RAB1A RALGPS2 RBMS1 RCOR1 RDM1 RFNG RHOBTB2 RIOK3 RIPOR1 RND3 RNF19A RNF214 RPRD1A RRAD SDC4 SDR42E1 SEC23A SEL1L SERPINB2 SERPINE2 SERTAD3 SLC11A2 SLC2A8 SMIM12 SMO SNX17 SNX20 SNX4 SOCS6 SPRYD3 SRCAP SRP14 SRR SRRD STAM2 STAT5A STAT5B STK40 TACC2 TBC1D13 TBC1D23 TGFB1 TGIF2 THAP11 THOC6 TIPARP TMEM268 TMEM45A TNFSF9 TNNC2 TPCN1 TRAF5 TTC1 UBE2N UBE2Z URM1 VAT1 WBP2 WNT2 ZMYND11 ZNF326 ZNF518B ZNF622 ZNF790 GSE32164_ALTERNATIVELY_ACT_M2_VS_CMYC_INHIBITED_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32164_ALTERNATIVELY_ACT_M2_VS_CMYC_INHIBITED_MACROPHAGE_DN ABHD14A ACP6 ACSL4 ACTN1 ALCAM ALYREF AMZ2 ANAPC13 ANAPC16 ANLN ANXA2 AP3S2 APEX1 AQP2 ARL6 ASAH1 ASF1B ASPM ATF5 ATP5IF1 AURKA BAG2 BAX BIRC5 BRIX1 BUB1 CA2 CACNA1B CAPN3 CBX5 CCDC28B CD244 CD7 CD8A CD9 CDC20 CDC6 CDCA5 CDCA8 CDH6 CDK1 CENPK CHEK1 CHRNG CKAP2 CKS1B CKS2 CLCN3 CLDND1 CNN3 COL1A2 COQ7 CPD CRIP1 CYP51A1 CYTH3 DAD1 DBI DDX21 DHCR24 DHFR DHRS1 DHRS4 DLAT DNAJC9 DRC1 DTL EIF4G3 ELOVL6 EMB EMP3 ERH EZH2 FHL2 FNDC1 FXYD7 GAB2 GABARAPL1 GALK1 GART GCOM1 GCSH GMFB H1-10 H2AX H3-4 HMGB3 HMGCR ID3 IDH2 IDI1 IFT25 IL5 IMPA2 ITGA4 ITGAE KDELR2 KIF11 KIF23 KIN KIT KLF7 KYAT3 LAG3 LIG1 LMNB1 MAD2L1BP MAP4K4 MAPKBP1 MBTD1 MCOLN2 MEIG1 MEMO1 METTL5 MLLT11 MRPL27 MRPS28 MRTO4 MTM1 MYL11 NCAPH NDFIP2 NEK2 NFIC NKX6-2 NSG1 NSG2 NUSAP1 OSTF1 OXT PCBP1 PCLAF PDLIM1 PELI1 PFN1 PHF5A PLAC8 PLP2 PLSCR1 PMM1 POLA1 POLD2 POLE2 POLR2D PPIA PRC1 PRIM1 PRMT1 PSAT1 RACGAP1 RALA RASA3 RASD1 RASGRP2 RBM17 RBM3 RFC3 RFC5 RGS10 RHOH ROM1 RPS26 RSU1 S100A1 S1PR1 SASS6 SELL SERF1A SERPINI1 SGK1 SLC25A4 SLC30A4 SLC31A1 SLC7A5 SMC4 SNAP23 SNHG6 SNRPC SOX4 SQLE SSX2IP SUV39H2 TACC3 TCAP TCF7 TFPI TIMM8A TKT TOP2A TRIM59 TRIP13 TSC22D1 TXN TYK2 UCK2 USP3 UTF1 YBX3 YIPF4 ZAN GSE32164_ALTERNATIVELY_ACT_M2_VS_CMYC_INHIBITED_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32164_ALTERNATIVELY_ACT_M2_VS_CMYC_INHIBITED_MACROPHAGE_UP ABHD8 ACTR2 ADGRG3 AKAP8L ALAD ANTXR2 ANXA1 AOPEP AP1G1 AP3D1 APOE ARFGAP2 ASH1L ATP11A B4GALT3 BCAP31 BCL7B BMAL1 BZW2 C9orf40 CAMK2B CASP1 CCL5 CCR2 CD2 CD28 CD4 CD5L CD6 CD72 CD79A CD82 CDC42SE2 CDK5RAP3 CHPF CIC CKB CLCN4 CLN8 COMMD7 CORO1B CRYBG1 CSF1R CSNK1G2 CTSD CTSH CWC22 CXCR3 CYBA DBNL DIAPH1 DOK2 DTX1 EFNA2 EI24 EIF4A2 EIF4G2 ELL2 ENPP1 ENTPD1 EPS15 ERCC4 ERO1B ESRRA EXT1 FASLG FICD G3BP2 GIMAP4 GPC1 GSTM3 HACD3 HBA2 HBB HGSNAT HLA-B HLA-DMB HLA-DQA1 HLA-DRB1 HOPX HPN HSD17B11 ICAM1 ID2 IFITM10 IFNG IGHM IGKC IL16 IL18RAP IL1R2 IL4 IL6R INPP5K INPPL1 IRF3 ITGB1 ITGB2 ITM2C ITPR2 IVD JCHAIN JKAMP KCTD12 KLRG1 KLRK1 LDB1 LDHB LEMD2 LMO2 LTB M6PR MAN2B1 MAPKAPK2 MEPCE MLEC MMP9 MPEG1 MPRIP MYD88 NABP1 NBEAL2 NCF4 NCK2 NEURL4 NFYC NSMAF NXF1 OGFR ORMDL3 OTUD5 PARP16 PCID2 PCK2 PER1 PGM1 PIP5K1A PLBD1 PLIN2 POLR2A PPP4C PRF1 PTPN2 RAB14 RABAC1 RAC2 RANBP9 RASSF5 RELB RELL1 RFLNB RHOT1 RIN2 RNASE4 RNF34 RNGTT RPAP1 RRAD RTTN S1PR4 SEPHS2 SFT2D1 SIT1 SKIC2 SLC25A28 SMARCD2 SMPD2 SND1 SNX17 SOAT2 SOCS2 SPNS1 STARD3 SYK TAP1 TBC1D14 TCF25 TENT5C TK2 TMEM115 TNFRSF4 TNK2 TOR1B TOX4 TPGS2 TRIM11 TSPAN32 TTC17 UBAC2 UIMC1 UPF3B VAMP5 VARS1 VKORC1 VPS16 VPS41 WIPF1 YWHAB ZMYND11 ZRSR2 GSE32164_RESTING_DIFFERENTIATED_VS_ALTERNATIVELY_ACT_M2_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32164_RESTING_DIFFERENTIATED_VS_ALTERNATIVELY_ACT_M2_MACROPHAGE_DN ACTR2 AHNAK AKAP8 ANTXR2 ANXA1 AP1G1 ARIH1 ASNSD1 ASRGL1 ATF1 BCAP31 BCL2A1 BCL7B BHLHE40 BLK BMAL1 BTG3 C1orf43 C6orf89 C9orf40 CASP7 CASP8 CCR2 CCR5 CCRL2 CD19 CD22 CD28 CD72 CD82 CDC42SE2 CDIPT CKB CLCN4 COL5A1 COMMD7 CRLF3 CSTF3 CTSH CUL3 CXCR3 CYBA CYFIP1 CYRIB DDX51 DENND4C DGAT1 DIAPH1 DMAP1 DNAJB9 DOK2 E4F1 EEA1 EI24 EIF4G2 ENPP1 ENTPD1 ERCC3 ETS1 EVI2A EYA2 F2R FASLG FBXW4 FGL2 FICD FNTA G3BP2 GATA3 GBP2 GNA13 GNG10 GOLGA5 GPC1 GPN3 GRK5 HACD3 HBB HGSNAT HLA-B HLA-C HLA-DQA1 HLA-DRB1 HNRNPH2 HOPX HPN HSD17B11 HSPA5 ICAM1 ID2 IFNG IGKC IL10RA IL10RB IL18R1 IL18RAP IL4 IL7R INPPL1 IREB2 IRF5 ITGB1 ITGB2 ITM2B ITM2C JCHAIN JKAMP KCTD12 KLRG1 KLRK1 LDAH LMO2 LMO4 MARCHF6 MDFIC MFSD14A MKRN1 MMP9 MPEG1 MRPL44 MRPS5 MYCBP2 NABP1 NMB NRP1 NUDT16L1 NXF1 OSER1 OTULINL PARP8 PLBD1 PLEKHB2 PLIN2 PPID PPP1R15B PRDM1 PRDX6 PRF1 PRKCD PSEN2 PSMB9 PTGER4 PTTG1IP RAB14 RAB24 RABAC1 RASSF2 RELB RELL1 RGS2 RIN2 RNASE4 RNF11 RNF181 RNF34 RNFT1 RNGTT RPN1 SACM1L SAFB SBF2 SEPHS2 SERINC3 SERPINB9 SFT2D1 SKIC2 SLC25A36 SLC44A1 SLC4A7 SMNDC1 SMPDL3A SOAT2 SOCS2 SPATA13 SPG21 SRGAP2 SRGN ST3GAL6 TENT5C TK2 TMEM176A TMEM59 TNFRSF18 TNK2 TRAFD1 TRIM11 TSPAN32 TULP4 UBA7 UBE2D3 UIMC1 ULK1 UPF3B VAMP5 VCAM1 VOPP1 WIPF1 XPO1 ZBTB20 ZFP36L1 GSE32164_RESTING_DIFFERENTIATED_VS_ALTERNATIVELY_ACT_M2_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32164_RESTING_DIFFERENTIATED_VS_ALTERNATIVELY_ACT_M2_MACROPHAGE_UP ACKR1 ACTN1 ACTN2 AHCY AIRE AKR1B15 ALCAM ALYREF ANLN APEX1 APOF ASF1A ATF5 ATOH7 ATP5IF1 AURKB BAG2 BIRC5 BRCA2 CACNA2D3 CCDC28B CCNA2 CCNB2 CCR7 CCT6A CD8A CD8B CDC20 CDC25C CDC45 CDC6 CDCA3 CDCA8 CDH6 CDK1 CDKN2A CDT1 CENPA CENPK CHEK1 CIT CKAP2 CKS1B COL1A2 COL4A1 CRCT1 CRIP1 CYP51A1 DEGS2 DHCR24 DIAPH3 DLX6 DMPK DNAJC9 DRC1 E2F8 EGFR ELOVL6 EMP3 EVX2 EXO1 EZH2 F12 FABP5 FGF13 FUS FZD6 G0S2 GART GAS8 GJB5 H1-10 H2AJ H3-4 HCN2 HEMGN HES2 HMGCR HOXA4 HOXA7 HSDL2 HUS1 ID3 IGFBP1 IGFBP2 IGFBP7 IL9 ITGAE ITM2A KCNJ3 KIF20A KIF22 KIF23 KIF4A KPNA2 LAG3 LAMA2 LAMA4 LAMB3 LAMTOR1 LPL LSM7 LTBP1 LUM MAD2L1 MAP4K4 METTL8 MKNK1 MRPL27 MRPL54 MTR MYC MYL11 NCAPH NCBP1 NCKAP1 NDC80 NFE2 NOS3 NPAS1 NSG2 NTHL1 NUDT1 NUSAP1 ORC6 P3H3 PARM1 PCDH12 PCLAF PCNA PDLIM1 PDX1 PFN1 PLA2G12A PLAC8 PLAUR PLG PLP2 POLA2 POLE2 PPA1 PRC1 PRIM1 PRKCZ PSPH PTGS2 PTOV1 RAB20 RACGAP1 RAD51 RANBP1 RBP1 RET RGCC RGS10 RPS26 RRM2 S1PR1 S1PR2 SDC1 SELL SGK1 SH3PXD2A SHE SLC25A4 SLC26A1 SLC30A4 SLC31A1 SLC46A1 SLC4A1 SNHG6 SOCS3 SOX4 SQLE SRCIN1 STMN1 SURF2 TCF7 TDRP TENM2 TFAM TIPIN TK1 TLE1 TLX3 TNFAIP8L1 TOP2A TPD52L1 TRPC4 TUBA1A TUBB TULP3 UCP1 UHRF1 USP22 USP3 UTF1 VCAN VPS37A XRCC1 GSE32164_RESTING_DIFFERENTIATED_VS_CMYC_INHIBITED_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32164_RESTING_DIFFERENTIATED_VS_CMYC_INHIBITED_MACROPHAGE_DN AAMP ABHD8 AGFG1 ALDOA ARHGAP9 ASRGL1 ATP11A ATP6V1D B4GALNT1 BAG1 BATF BRAP BRK1 BTG3 BUB3 BZW2 CAMK2B CAPZB CBX6 CCL5 CCR2 CCR5 CD247 CD27 CD3G CD44 CD5 CD6 CD82 CD96 CDK2AP2 CISH CKB CNDP2 COPG1 CORO1B CSF1R CSNK1E CSNK1G2 CTLA4 CTSD CTSV CWC15 CXCL10 DAD1 DDHD2 DNAJC1 DNAJC15 DOK2 DTX1 DUSP11 DYNLL2 EBP EIF4A3 ELOVL6 ENO1 ENTREP3 ERCC3 F2R FADS1 FAS FASLG FDX1 FIP1L1 FLOT1 FLT3LG FN1 FRMD6 FYN GALNT10 GATA3 GLRX GPC1 GPR65 GSTK1 GZMA HACD3 HM13 HOPX HPCAL1 HPN HRAS HTATIP2 ICAM1 ID2 IFI27 IFIH1 IFIT2 IFIT3 IL18R1 IL18RAP ITGB1 ITM2A ITM2C JCHAIN KLF3 KLHL9 KLRD1 KLRG1 LCK LDHB LEPROT LRWD1 MACROH2A1 MED10 METTL9 MFHAS1 MICOS10 MKRN1 MRPL35 MRPL44 MTHFD2 MYD88 MYO6 NABP1 NANS NBEAL2 NCBP1 NDUFA2 NMI NOTCH1 NPC2 NRP1 NUDT16L1 NUP50 OTULINL PDCD4 PDCD6 PFKP PHPT1 PIH1D1 PIM1 PIP5K1A PKP4 PLIN2 PPP4C PPP5C PRDM1 PRDX6 PRF1 PRKACB PRKCSH PRPF8 PSMB3 PSMB8 PSME1 PTGER4 PTTG1 RAC2 RASSF5 RECK REPS1 RGS3 RPL19 RPS6KA4 RRP7A S100A10 S100A4 S100A6 SEPHS2 SFMBT2 SH2D2A SIT1 SLC33A1 SLC38A10 SLC39A8 SLIRP SNX14 SOAT2 SPNS1 SPTSSA SRGAP2 STIM1 STK40 STX5 STX6 SULF2 SUPT4H1 TBRG1 TCF7 TENT5C TES THRA TIMM23 TMCO1 TMEM176A TMEM176B TMEM9B TNFRSF18 TRAF1 TRIR TSPYL4 TUBGCP4 TUFM UCK2 VMP1 WAS YIPF3 ZFPM1 ZSCAN12 GSE32164_RESTING_DIFFERENTIATED_VS_CMYC_INHIBITED_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32164_RESTING_DIFFERENTIATED_VS_CMYC_INHIBITED_MACROPHAGE_UP ACP1 ADAM9 ADH7 ADRB2 ALCAM ALDH2 ANKRD1 APEX1 APOA1 ARHGAP21 ATP7B BCL6 BDKRB1 BFSP1 BIRC3 BTK C1QL1 C1R C9orf85 CA2 CAPN5 CAPN6 CASP9 CBFA2T3 CCR6 CD19 CD22 CD37 CD38 CD40 CD81 CDH6 CDKN2D CDT1 CENPA CENPB CEP89 CIITA CLCN5 CLIC4 CMTM4 CNN3 COL1A2 CPNE6 CPSF2 CRAT CRYBB2 CTSC CTSH CTSS CXXC5 DDHD1 DNAJB4 DNAJC9 EBF1 EBI3 EEA1 EPB41L2 EPHA7 ERO1B FCGR2B FCGRT FGFR4 FOXP1 GABRA3 GAD1 GADD45A GCK GGA2 GNA12 GNB4 GPR143 GPX1 GRIN2D GSN HCRT HIP1R HLA-DMB HLA-DOB HOXC6 HS3ST1 HSD17B1 ID3 IGHM IL4I1 IL9 INHA IQGAP1 IRF4 IRF5 IRF8 ITGA4 ITSN1 JARID2 KIAA0930 KLF7 KRT84 LAMB3 LAMP2 LAT2 LDB2 LIMD1 LRRC8A LYN MAN1A1 MAP3K1 MARCHF7 MARCKS MBD4 MCOLN2 MEF2C METTL7A MGAT1 MINDY1 MPG MTCP1 MTM1 MYADM MYO1E MYO5A MYO7A NAP1L1 NKX6-2 NR5A1 NSD1 OAT OC90 ODF1 OXT P2RX4 PDE6A PHTF2 PKIB PKIG PLTP PML POLD1 POLE3 POLR2I POU2AF1 PRCC PRKCD PRRC1 PSPC1 PTPN6 PXK RALB RALGPS2 RAPSN RASD1 RASGRP2 RIMOC1 RPL35A RRAGA RYR1 S1PR1 SELL SERP1 SERPING1 SLC16A7 SLC27A4 SLC30A4 SLC30A5 SLC32A1 SLC4A1 SMIM14 SMPD2 SNX9 SPI1 SPIB SQLE STAR SYK SYPL1 TACR2 TACSTD2 TBC1D23 TCF4 TEC TFAM TFAP2A TLCD4 TLE1 TNFAIP2 TOMM70 TPD52 TPST1 TRIM59 TUBB6 TXNDC16 TYR URM1 VCL WEE1 WIPI2 WNT10B ZC3H12C ZDHHC14 ZNF532 ZNHIT3 GSE32255_UNSTIM_VS_4H_LPS_STIM_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32255_UNSTIM_VS_4H_LPS_STIM_DC_DN ABLIM1 ACADS ACO2 ACP3 AHR AIP AK2 AMDHD2 ANGPTL2 ANKRD34C ARL5A ARMC7 ARNT2 ASB6 ATCAY ATG12 ATP1B3 B4GALNT4 BAG3 BATF BRD9 CALM1 CANX CCDC32 CCND3 CCNDBP1 CCNJL CD22 CD38 CDK2AP1 CKB CNKSR2 COBLL1 CORO2B CPA3 CPNE4 DDR1 DKKL1 DNASE1L3 DR1 ECH1 EIF1AD EVA1B FAH FAM114A1 FARS2 FLACC1 FSTL4 GDPD1 GLRX GPLD1 GPR61 GPX1 GRAP GTPBP10 H2AC4 HERPUD1 HES2 HEXB HTATSF1 ICOS IFI30 IKBIP IL13RA1 IRF3 IRF5 JAZF1 KIF6 KIF7 LFNG LGMN LRRN4 MAGEB17 MALT1 MANSC1 MAVS MCC METTL17 MGP MOB3A MPP2 MRI1 MT-ND2 MT1A MTCH1 MYADM MYL6B NAV2 NDUFAF3 NFYC NIPSNAP3B NUCB1 NUDC ORAI1 OSBPL2 PAICS PARVG PBX3 PIGS PIM2 PLCD1 PLXND1 PPP3CC PPT1 PRELID2 PRKAA2 PTPN18 PTPN7 PTPRZ1 PTTG1IP PUF60 RAB5A RAPGEFL1 RBM45 RFK RNF212 RORC RPL28 RPS27 RRP1B RUNDC3A S100A10 S100A11 S100A6 SAAL1 SASH3 SCAMP2 SCPEP1 SERTAD1 SH3RF2 SMARCE1 SMPDL3A SNORD14E SPINT2 ST6GALNAC1 STK17B STX6 STXBP2 TACO1 TAGAP TBC1D23 TIGIT TMCO5A TMED2 TMED7 TMEM134 TMSB4X TNFAIP8L2 TNFRSF13B TOMM34 TRIML2 TST TXLNB UCK1 GSE32255_UNSTIM_VS_4H_LPS_STIM_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32255_UNSTIM_VS_4H_LPS_STIM_DC_UP ABI2 ACADS ACOT9 ADAM9 ADAMTS6 AGFG1 AHCYL2 ALAS1 AMPH ANKRD55 ARHGAP25 ATL3 ATP9A BMP7 CALM1 CAPZA1 CATSPERD CD200 CD22 CD37 CD38 CD79B CD84 CDC42BPB CDCA7 CEMIP2 CES2 CHCHD10 CNTLN COPS2 CORO1B CPE CPQ CRYZL1 CSF1 CSTPP1 CXCR3 CYTH4 DDIAS DPP4 DSCAM DST DTL DUSP4 EGR2 EIF4E ENDOD1 ENTPD1 EPCAM ETFBKMT F2R FAM111A FAM124B FCRL1 FNBP1 GATA1 GDI2 GNAI3 GNAQ GRIK5 GSTA4 GZMB HACD3 HELLS HEMK1 HOPX IFT80 IL9R ITGB8 KCNA2 KCNA3 KIAA1958 KLF12 KLK8 LANCL2 LARP1B LCP1 LGALS8 LMAN1 LRRC32 LRRC61 LY96 MATN2 MCTP1 MGAT5 MGST2 MID2 MIF MSANTD4 MYO18A MYO1F MYO5A NCKAP1 NEB NEBL NEFH NEK7 NPM1 NR3C2 NRN1 NRP1 NSMF NT5E NUCB2 P2RX7 PARVG PCGF2 PDK3 PEAR1 PHTF2 PIP5K1B PKP4 PLA2G6 PLAGL1 PLCB3 PLCD1 PLCL1 PLEKHA8 PLP2 PLXNA3 PLXNC1 POLM PPP2R5C PRDM1 PTBP1 PTGER4 PTGES3 PTMS PTPN13 PTPN22 PTPN4 PTPRVP RASSF4 RBM45 REPS1 REXO2 RHOH RNF216 RNPEP RORA RUNX2 SAMSN1 SCAMP1 SERPINC1 SFXN1 SH2D2A SH3RF1 SLAMF1 SLC12A2 SLC16A6 SLC25A24 SLC2A3 SLC4A7 SLC66A3 SMC4 SMYD2 SOCS5 SRSF10 ST6GALNAC3 SUMO2 SUSD2 SWAP70 TAGAP TANK TBC1D4 TDRD3 TFDP2 TIAM1 TMED7 TMEM109 TMEM154 TNFSF10 TRDN TRIM35 TTC39B TWSG1 UBASH3B USP1 VAV2 VPS28 VWA5A WDHD1 WDR83OS YBX1 YWHAB ZDHHC2 GSE32255_WT_UNSTIM_VS_JMJD2D_KNOCKDOWN_4H_LPS_STIM_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32255_WT_UNSTIM_VS_JMJD2D_KNOCKDOWN_4H_LPS_STIM_DC_DN ADCK5 ADSS1 AGPAT4 AKAP7 ALDH9A1 ANP32B ANXA4 APH1B ARHGAP27 ARHGEF12 ARL5A ARMCX1 ARMCX3 ARRDC4 ASPH ATCAY ATF3 ATP6AP2 ATP6V0A1 ATP8A1 ATRX BACE2 BCO2 C2CD2 CANX CASTOR2 CAV2 CCL2 CCNG2 CCR9 CD69 CD99L2 CDKN2B CHCHD2 CPD CRYZL1 CSNK1A1 CTPS2 DCTD DHCR24 DNPH1 DSC1 DST DUSP3 ECHDC2 EIF4E3 EML1 EPCAM FAH FAM114A1 FAM133B FAR1 FBXL5 FMN1 FUCA2 GALNT3 GAS2 GATA3 GFPT2 GGT7 GGTA1 GLUD1 GNAQ HMGCS1 HSD17B7 HSPA4 ICA1 IL13 IL1R2 IRAK2 ITGAV ITIH5 KATNAL1 KDSR KHNYN KIT LACTB2 LAPTM4A LARS1 LGALS3 LMNA LONP2 LRRC49 LRRC57 MAPKBP1 MARCHF8 MID2 MIR24-2 MLF1 MOB1B MOSPD2 MTDH NAV2 NCKAP1 NDRG2 NPAS2 NPM2 NUDCD2 NUDT2 OGN PADI2 PAFAH1B2 PCK2 PCYT1A PDE1B PHLDA1 PHLDA3 PLCB4 PLCL1 PLIN2 PLS3 PNP PPP4R4 PRKCZ PSAT1 PSMC6 PSMD6 PTGS1 PTTG1IP PYGB RAB5A RAPSN RASSF6 RBM24 RIPK3 RPN1 RPS6KA1 RTN4 S100A1 SAMD12 SCAMP1 SETDB2 SH3BP4 SHE SLC12A5 SLC25A19 SLC36A1 SLC37A2 SLC38A10 SLC9A6 SNUPN SNX13 SPIN1 SRXN1 SSR1 STARD4 STK10 STK24 STX2 SYTL1 TCN2 TDRD3 TEC TFRC TGFBR1 TMEM30A TMEM43 TMEM64 TMTC2 TNFRSF9 TPD52 TSC22D1 TSPAN13 TUBB6 UBASH3B UBXN7 UPF3B VCL YPEL2 YWHAZ ZFP1 ZFP36 ZFP36L1 GSE32255_WT_UNSTIM_VS_JMJD2D_KNOCKDOWN_4H_LPS_STIM_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32255_WT_UNSTIM_VS_JMJD2D_KNOCKDOWN_4H_LPS_STIM_DC_UP AAK1 ABCG1 ABHD8 ABLIM1 ABTB3 ADAL AGK ARFGEF2 ARID5A ASTE1 ATP11B BACH2 BANK1 BCL2L11 BCL9L BTLA BZW2 C1GALT1 CEP68 CHN1 CMAHP CNST COMMD8 CREBBP CRIM1 CRTAM DCK DGKZ DSE DTX2 ECEL1 ECT2L EIF2B4 EIF4B ENTPD5 EXT1 FAM222B FHIP2A FOXK1 FOXO1 FRAT1 FRS2 GADD45A GGCT GP1BA GPM6B GPSM3 GYPC HDHD5 HIPK1 HSD17B10 ICAM2 IFIT2 IGF1R IKBKE IL17RA IL1RL2 IL6R IMP3 INTS7 ITGA7 ITPR1 IVD JAML JARID2 KDM3A KLHL25 KLHL3 KLRD1 KTI12 LCK LRRC14 LRRC8A LTB MAP3K1 MARS2 MCUR1 MDC1 MED13L MGAT4A MIB2 MLH3 MRPL41 NDUFA6 NF1 NMNAT2 NOP10 NSG2 NUP153 NUP210 OSTF1 PAG1 PCGF5 PDCD7 PDE3B PDLIM1 PDLIM5 PEX5 PFDN5 PFKFB3 PGAP1 PHF12 PHF21A PJA1 PLEKHA1 PPM1H PPTC7 PRDM2 PRKCQ PRRC2C PTPN12 PUS3 PVR RALGPS1 RANBP10 RASGRP2 RBCK1 RBM38 RETREG3 REXO1 RNF114 RNF144A RNF145 RNF19A RNF38 RPL37 RPL8 RPS9 RRAS2 RXRB SDHC SESN3 SFSWAP SH2B3 SH3GL3 SH3KBP1 SINHCAF SLC11A2 SLC26A11 SMURF1 SNRK SPIN4 SPNS1 SPSB1 SSBP2 ST3GAL1 ST8SIA1 STX17 SZT2 TAF7 TARBP1 TCOF1 THAP11 TLE4 TMC6 TMEM71 TNFRSF1A TNFSF8 TRAF5 TSPAN5 TTC13 TUT1 TXK UCK2 UCKL1 URB1 USP12 USP18 USP6NL VPS18 WFIKKN2 WNT2B YEATS2 ZNF394 ZNRF2 GSE32255_WT_VS_JMJD2D_KNOCKDOWN_4H_LPS_STIM_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32255_WT_VS_JMJD2D_KNOCKDOWN_4H_LPS_STIM_DC_DN ABHD8 ACER2 ADH5 ALDH4A1 ANAPC10 ARL10 ATIC ATP5MC3 BANP BLCAP BUD13 CACYBP CAMKK2 CAMLG CAMSAP2 CCL25 CD36 CDC34 CDK1 COQ2 CYB561D2 DAPK1 DAZAP1 DCAF17 DCPS DDX18 DDX24 DFFA DHX37 DLD DNAI4 EIF3M EMC9 ENO1 EPM2AIP1 FAM78A FASN FBXL9P FDFT1 FEM1A FHOD1 FKBP2 FKBP4 GET3 GFOD2 GPR180 GRPEL1 GRPEL2 GSTA4 GTPBP6 GYPC H2AC6 H2AZ1 H2BC4 HDAC5 HDAC9 HELZ2 HERC5 HNRNPH3 HOMER1 IFIT3 ING4 INTS5 IPO13 IRGQ ISCA2 ITGA10 ITGB1BP2 KIF20B KLHL2 KREMEN1 LECT2 LRATD2 LRRC32 LZTS2 MDH2 MEX3A MEX3C MIR103A2 MIR128-1 MIR505 MX2 NDUFC2 NDUFS3 NDUFS4 NOP2 NR4A3 NUDT13 NUP35 OMA1 PALB2 PATZ1 PCBD2 PCGF5 PGRMC2 PHPT1 POMT2 PPA1 PPP2R5B PRCC PRKCH PSMC5 PTDSS2 PTK6 RAB5C RBM14 RBM15B RDH10 RMDN3 RNU12 RPL3 RPS27A SDHAF3 SENP8 SEPHS2 SH3GLB2 SIPA1L1 SLC12A2 SLC16A10 SLC25A2 SLC39A14 SLX1B SMAD1 SMIM11 SNORA21 SNORA3A SNORA44 SNORA74A SNORA75 SNORD73A SNORD95 SPEF2 SRP19 STOML2 SUCLG1 TBL3 TCF20 TDP1 TDRD7 TMEM214 TOMM5 TOPORS TPD52L2 TRIM28 TRMT1 TSSC4 TUBB4B USP31 UTP25 VPS45 WDR13 YIF1A YTHDF2 ZBTB48 ZBTB7B ZFP82 GSE32255_WT_VS_JMJD2D_KNOCKDOWN_4H_LPS_STIM_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32255_WT_VS_JMJD2D_KNOCKDOWN_4H_LPS_STIM_DC_UP ACIN1 ACVRL1 ADAMTS14 ADCY6 ADGRG3 ADH1A AHDC1 ALS2CL AMPD1 APP ARHGAP29 ATP1B1 BCL9L BDH1 C19orf38 CD300C CD40LG CDH24 CDR2 CELF1 CEP68 CHD7 CLIP1 CNN3 CSRNP2 CXCR1 DAPK1 DAPL1 DCUN1D1 DGAT2L6 DGKD DNAAF5 DNAJB3 DNAJC6 DYRK2 EGFLAM EME2 ESAM ETS2 ETV3 EXOG EYA2 FAM166B FBXO21 FCGRT FHIP1B FILIP1L GALNT4 GALNT7 GCN1 GIGYF2 GPR132 GPR171 GPR18 GPR183 GSN GTF2I H2BC21 HEATR5A HOGA1 IARS1 ICAM2 IGFBP4 ITM2A ITPR3 KHDRBS3 KLHDC1 KREMEN1 LRATD2 LRRC23 MAML3 MAP4K4 MCTP2 MESP2 MFSD6 MIR99A MYO9B NDUFS5 NFAM1 NRAS NUDT11 PADI2 PAFAH2 PAG1 PAQR7 PATZ1 PDE7A PDK1 PDLIM1 PDLIM4 PDLIM5 PFKFB4 PIGV PIK3R5 PLCL2 POLR1A POLR3E PPEF1 PPIC PRF1 PRKCB PROM2 PRPF40B PTPN6 RAB33A RAB3IP RAB9A RAMP1 RANBP10 RFFL RFLNB RGMB RGS11 RINT1 RNF145 RNF19A RTN4RL1 SCML4 SDK2 SGMS1 SH3PXD2A SINHCAF SLC16A10 SLC20A1 SLC26A11 SLC30A4 SLC35F3 SLC5A12 SLFN5 SMAD5 SMARCA2 SNORA30 SPATA5L1 ST8SIA1 SYNM TAF4 TANC1 TATDN2 TDGF1 TECPR1 TECPR2 TENT5A TMIE TPSB2 TRAPPC2L TREML2 TRPC2 TXK UBE2E2 UBQLN2 UNC79 UOX VIPR1 WASL ZNRF2 GSE32423_CTRL_VS_IL4_MEMORY_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32423_CTRL_VS_IL4_MEMORY_CD8_TCELL_DN AARS1 ACAT2 ACTN2 ADCY10 ADGRA2 ADH4 AK2 ANGPTL2 AQP9 ARAP2 ARHGAP26 ARHGEF28 ATG9A AVEN BAK1 BCAP31 BCL2 BCS1L BRS3 C1orf56 C5orf52 CCND3 CCT8L2 CHCHD4 CLCN5 CLIC5 CLN5 COL10A1 COPS6 CTSZ CXorf58 CYP19A1 DBNL DCAF4 DDC DENND2A DENND5A DGKI DHODH DHX58 EIPR1 ELMO3 EN2 EOMES EPHA3 ERG28 ETNK1 F2 FAM229B FBXW12 FDPS FKBP1A FOXN3 FPR2 FSCN2 G0S2 GBP4 GGACT GLIPR2 GLIS3 GNMT HJURP HLA-DMA HLA-E HOXB4 HSD17B7 IFI35 IFT27 IKZF3 IL15RA IQGAP1 IRAG2 IRGM KAZN KDF1 KHDRBS2 LDHA LMAN2L LRRC2 LRRC47 LRRIQ4 LRTM2 MAGEA11 MAMLD1 MAP3K8 MARCHF2 MBD6 MBNL2 MED29 MEI1 MEP1B MORN3 MOV10 MRPL30 MRPS15 MRPS24 MRPS25 MSMO1 MTCH1 MTFR2 MTUS2 MVD MYBPC1 NAALADL1 NAGPA NDST1 NDUFA7 NDUFB10 NDUFS5 NGFR NIN NIPA1 NPC2 NSMCE1 NUBP2 OAS1 OLA1 P2RX5 PANX1 PARP9 PCOLCE2 PDE6C PFDN6 PHLPP1 PINX1 PIP5K1C PLEKHH1 POLE2 POLM POLR2B PPIH PPM1E PPP3CC PRDM1 PRKD1 PRSS23 PSMD14 PSME2 PSMF1 RAB13 RAB19 RAP1GDS1 RELT REX1BD RIGI RMC1 RNASEK RNF169 S100A13 SARS1 SEC24A SFMBT1 SKIDA1 SLC12A1 SLC12A4 SLC16A7 SLC25A13 SLC25A23 SLC26A6 SLC35B2 SLC35F1 SLC39A6 SLC4A1AP SLC6A5 SLC7A13 SLIRP SMC1A SNRPN SPATA5L1 SPRR2A SSPN STAT2 SULF2 SYCE2 SYT7 TADA1 TAFA3 TAPBP TBCK TCP1 TEX22 TINF2 TKT TNFSF14 TNNI3 TPPP3 TRAPPC3 UBA1 UBA7 UBL4A USP18 USP7 UST VPS4A WNT16 XYLB YARS1 ZFP1 ZNF141 ZNHIT1 GSE32423_CTRL_VS_IL4_MEMORY_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32423_CTRL_VS_IL4_MEMORY_CD8_TCELL_UP ABHD17B ABHD17C ABTB3 ACKR3 ACTB ADH1C AHNAK APP ARAP1 ARMCX1 ARMCX2 ARRDC3 ARSB ASTE1 ATP8B4 BBS9 BCL9L BCOR C16orf89 C19orf38 CALCRL CCDC120 CCL5 CCNE2 CD320 CD3G CD7 CD81 CDK17 CDK9 CERS6 CFAP107 CFAP418 CFAP68 CMIP CMSS1 CNGA4 CPM CRACDL CSNK2A2 CXorf49B CYP1A1 DAPL1 DGLUCY DLL1 DMRTA1 DNMBP DOCK10 DSC1 DYRK3 EFNB3 EMB ENC1 ESF1 EYA2 FAM107B FAM222B FAM241A FGF11 FOXO3 FRAT2 GALNT2 GARIN4 GIGYF1 GNB1L GPC1 GTF3C5 H2BC3 HAAO HEATR5A HEMGN HES2 HEY2 HS3ST3B1 HSPA13 HVCN1 HYI IFT25 IL1F10 IL1RL1 IQGAP2 ITGAL KCNH2 KCNV1 KLF7 KLHL12 KLHL32 KLRK1 LCN9 LDLRAP1 LPGAT1 LRBA LYPD6B MAP4K4 MARCHF7 MARCKS MED8 METTL2B MEX3B MIER3 MREG MSANTD2 MTDH MTMR10 MYB MYO7A NAA16 NARS2 NCMAP NFIC NIPBL NLRP4 NME4 NPAS4 NR1D2 OSBPL9 PADI2 PCSK2 PDGFA PGAP1 PGM2L1 PITHD1 PLPP1 PLXNB2 POLA1 POU2F1 POU6F1 PPP1R14B PRMT5 PTGES2 PTTG1 PUM1 PYGL RAB11FIP4 RAD9B RBSN RCAN2 RFX3 RGS11 RHOB RHOBTB2 RIF1 RINT1 RNF144A RNF17 RNF2 RPS3A RRM2 RSPRY1 RUNDC1 S100A4 SEC23A SGMS1 SLC12A3 SLC20A1 SLC35D3 SMG8 ST3GAL6 ST6GAL2 STK10 STK11IP STK26 STK32B STK40 SYNE1 SYPL1 SYT10 SYTL4 TAGLN2 TCEAL9 TES TFEC TGM3 THBS2 THEMIS2 THOC2 TMBIM1 TMEM108 TMEM216 TMEM236 TMEM31 TMEM38A TMEM63A TOB1 TRIM63 TRIM67 TWF1 UACA UBE2D2 UNG VAMP3 VNN1 VWA8 WNK1 ZBED6 ZBTB7A ZDHHC2 ZFP36L2 ZNF112 ZXDB GSE32423_CTRL_VS_IL7_IL4_MEMORY_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32423_CTRL_VS_IL7_IL4_MEMORY_CD8_TCELL_DN AARS2 ACAT1 ACAT2 ACTR1A ADAMTS3 ADSL AK2 ALDOA AP1S1 ARAP2 ARHGAP26 ARHGDIA ASCL2 ASXL2 ATPAF2 ATPSCKMT BCAP31 BCS1L C19orf33 C1S C2 CABYR CACNB1 CASP14 CASP4 CD109 CDCA4 CERS3 CFAP91 CHST1 CLRN3 CNOT3 CNPY2 COG4 COX6B2 CSNK2B CTDNEP1 CTU2 CUL9 CYP19A1 CYTH1 DCAF4 DDC DENND5A DHX30 DHX58 DLL3 ESS2 FDPS FNTB FOXB1 FREY1 FXR2 G0S2 GALR3 GAS7 GBP2 GDPD5 GLIPR2 GPI HDAC1 HEXIM2 HIPK2 HLA-DMB HLA-E HMG20B HPCA HSPB8 IFI27L2 IFI35 IFIT1B IGHMBP2 IL18BP KAT2A KATNB1 KAZN KLHL30 LCN12 LMAN2 LRP8 LRRC3 LTA M1AP MAP1S MAP3K8 MEN1 METTL22 MFAP3 MOCS3 MOV10 MRPL12 MRPL19 MRPL42 MRPS25 MTMR11 MTUS2 MYO1C NAV1 NDUFA13 NDUFC2 NEU2 NF2 NKD1 NPC2 NUDT5 NUP62 NXN ORC2 OS9 OST4 P2RX5 PAFAH2 PARP3 PARP9 PDLIM4 PHC2 PILRA PINX1 PLA2G10 PLEKHF1 PLEKHH3 POLE2 POLR2A POMGNT2 POU4F2 PPM1B PPM1E PPP3CC PRM3 PRND PRSS42P PSMA6 PSMB5 PSMD14 RAB1B RAB27B RAMP2 RCN1 RNF114 RNF169 SARS1 SCN2B SCYL3 SDF4 SDHB SEMA4D SERF2 SFT2D2 SH3BP1 SH3BP2 SH3GL1 SLC22A9 SLC26A7 SLFN12 SLIRP SLIT2 SMG9 SMIM5 SPAG5 SPATA5L1 SRA1 SRGAP3 SRP68 ST6GALNAC5 STX1A SULF2 SYCE2 TAF8 TAP1 TBCD TEX38 TFAP2B THOC7 THRB TIAM1 TMEM256 TMEM259 TNNI1 TOM1 TRAPPC5 TRH TSPAN31 TTLL6 UBA7 UBE2L3 UBL7 UHRF1 UNC93B1 USP18 UST VPS29 VSIG1 ZBP1 ZBTB7B ZDHHC8 ZNF18 ZNF23 ZNF784 ZNF804A ZP1 GSE32423_CTRL_VS_IL7_IL4_MEMORY_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32423_CTRL_VS_IL7_IL4_MEMORY_CD8_TCELL_UP ABCC12 ABCC4 ABHD17C ACOT9 AHNAK ALDH4A1 ANTXR1 APBA2 APP ARFRP1 ARL4A ARMCX1 ARRDC4 ARSB ASGR2 ATP8B4 AVL9 BACE1 BBS9 BET1L BIN1 BTG1 C19orf38 C1QTNF9 CACNA2D2 CALU CAPN7 CCL5 CD7 CD96 CDC14A CDK17 CDKN2AIP CFAP47 CH25H CHCHD4 CHST8 CHSY1 COQ2 CPM CRTAM CTBP2 CTDSPL2 CYP7A1 DISP2 DLD DLL1 DMRT2 DMRTA1 DTX4 DUT DYRK3 ELF2 EMB ESF1 EXOC3L4 FAM107B FAM117B FAM204A FAM241A FBXO45 FCGR2A FKBP3 FRAT2 GABRG2 GARIN4 GOLPH3 GPR160 GPR17 GPR171 GPR174 H1-7 HEATR5A HEMGN HERPUD2 HEY2 HLA-DOB HNRNPA3 HNRNPF HNRNPH1 HVCN1 IDH3A IQGAP2 ITGB1 ITGB7 KCMF1 KCNB1 KCNG2 KIAA0930 KLC4 KLHL12 KLRK1 LANCL3 LDLRAP1 LIPF LRRC40 LTBP1 LYPD6B MAP3K4 MAP4K4 MAP4K5 MARCKS MATN2 METAP1D MEX3B MOB1B MORN2 MTMR10 MUC16 MYB MYLIP MYO7A MYORG NAA30 NEPRO NIPBL NME4 NOMO1 NRK NTAQ1 ORMDL3 PADI2 PDE7A PFAS PGAP1 PGRMC1 PIEZO1 PLCXD2 POU2F1 PRELID3B PRKAB2 PRPF38B PTBP2 PTP4A2 PTTG1IP PXYLP1 QTRT2 RAB33B RAD17 RANBP2 RANBP9 RBM27 RBM47 RBM7 RGS10 RHOBTB2 RIF1 RMND5A RNF128 RNF144A RNF145 RNGTT RPL30 RPS6KA5 RPS7 S100B SCFD2 SDAD1 SFR1 SLC25A26 SMPD4 SNX24 SORL1 SPP1 SRF SRSF10 STK10 STK17B STK26 SWT1 SYPL1 TAF1A TCEAL9 TEX9 THRAP3 THUMPD1 TMBIM1 TMEM79 TOB1 TRAK1 TRUB1 TSC22D1 TUBA1A TWSG1 UBASH3B UBE2D2 UBE2Q2 UBP1 UBQLN1 UBXN10 UGCG UNKL UPK1B WDR5 YBX1 ZBTB1 ZBTB20 ZBTB43 ZDHHC2 ZNF263 GSE32423_CTRL_VS_IL7_MEMORY_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32423_CTRL_VS_IL7_MEMORY_CD8_TCELL_DN ABCC2 ABCC8 ACTR3B ADCY10 ADGRA2 AHRR AIRN AKAP4 ANK3 ARFRP1 ARHGAP10 ARL14 ASPH ATG2B B9D1 BCAT1 C12orf71 C12orf75 C1orf68 C3orf14 CABYR CCDC22 CEP170B CFAP53 CHCT1 CHMP4C CHORDC1 CLCA4 CLEC1A CMTR2 CNEP1R1 CNOT6 CNTN3 CNTN6 CNTROB CPN1 CPNE7 CRX CRY1 CWC22 CYB561 CYP19A1 DDC DGKI DHFR DHODH DIO3OS DMRTA1 DNAAF9 DNMT3A DONSON DUT DYNLL2 ECM1 EIF3E ELAVL4 ELOVL7 ENSG00000250803 ERN1 F13B F2 FAM163B FAM86B2 FCHO2 FKBP1A FPR2 GAD1 GML GNAS GOLGA4 GOLT1A GPR137B GPR34 GSC GULP1 GXYLT2 HSD3B1 IER3 IFTAP IL17A INHA INS ITGB3 KCTD17 KDM5C KDM8 LCN12 LDLR LHFPL6 LHPP LIN28B LMAN2 LRFN5 LRP2BP LRRC3 LRRC52 LRTM2 LYRM7 ME3 MEP1B MROH3P MT4 MTMR6 MTREX MYH6 MYO6 N4BP1 NDRG4 NSF OLFM3 OSBPL7 OTOR PAFAH2 PARP14 PCDH8 PEDS1 PHTF2 PIK3CD PILRA PLA2G15 PM20D1 PNLIPRP2 PPARGC1B PRDM16 PRKCA PRKD1 PROS1 PRR16 RAB11FIP5 RGS10 RGS13 RHOA RIPOR1 RORC RPS16 RUNX3 RXFP2 S100A5 SATB2 SCAI SEPTIN8 SET SH3BP1 SH3KBP1 SLC12A1 SLC17A3 SLC6A11 SLC6A12 SLCO1C1 SLCO4A1 SMARCA1 SMARCC1 SMARCD2 SNAI3 SORBS1 SOX30 SPATC1L ST3GAL6 ST6GALNAC5 STK40 STXBP4 SULF1 TAGLN3 TAOK3 TBCEL TBCK TDRD12 TET3 TEX22 THRAP3 TIAM1 TMEM212 TMEM229A TMIGD1 TMOD4 TNFSF14 TNNI3 TOP3B TRAF7 TREML4 TXN TXNRD3 UBE2G1 UQCRC2 USP27X USP9Y VAX1 VWA8 WDR25 WDR77 WDR86 WFDC2 WNK3 WT1 ZNF23 ZNF420 ZNF627 ZSCAN10 GSE32423_CTRL_VS_IL7_MEMORY_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32423_CTRL_VS_IL7_MEMORY_CD8_TCELL_UP ABLIM3 ADAD2 ADAM7 ADRA2C AFAP1L2 AIFM2 AOAH ARHGEF26 ASTE1 ATF7 BAALC BCL7C BDNF BPIFA1 C15orf62 C3 C3orf84 C4B C4BPB CAPN13 CAVIN3 CCDC184 CCDC85A CELA2A CFAP43 CFAP97D1 CGN CLDND2 CMTM8 CNTN4 COL10A1 COQ7 COX14 COX16 COX7A2 CREB5 CRISP3 CWH43 CYB5RL CYS1 DEGS2 DENND2A DHH DPH3 DTNB ELF3 ELN ENTPD8 EPC1 EXOC3L4 FAM149A FAM151A FAM3D FBXO41 FCRLA FGG FNDC11 GABRA2 GABRG2 GAST GPR27 GPR35 GPRIN1 GRIA1 GSDMA GUCA1B H1-7 HCRT HEMGN HEMK1 HS2ST1 HSD17B10 IBSP IL34 KALRN KAZN KCNG2 KLC4 KLRC3 KRT23 KRTAP19-5 KRTAP26-1 LANCL3 LGI2 LRFN1 LRRC47 LRTM1 LZTS3 MAB21L1 MAML2 MARCKS MCAM MCM3 MDGA2 MED17 MEIG1 MIR124-1HG MPL MRPL49 MSMB MUC13 MYORG NACC1 NARS2 NELL2 NKD1 NOTUM NRXN2 OC90 OLFM1 ONECUT3 OTUD7A PAPOLB PCDH19 PCNX1 PCP2 PDGFRA PEBP1 PHLPP1 PIWIL2 PLA2G4E PLCD1 PLCZ1 PMP22 POP7 POU3F4 PPIB PPP1R15B PPP3R2 PROKR1 PRSS53 PTCHD4 PTGES2 PTPN18 PTPN2 RAB31 RAB3C RAB5C RAI14 RASGRP4 RAVER1 RBMX2 RCC1 RNF144B RNF222 RPE65 RSPH4A RUSC2 SCAMP5 SCN2B SCUBE3 SEMA3A SENP3 SETD1A SH2D6 SHOX2 SHROOM3 SIGLEC1 SLC22A13 SLC25A34 SLC6A5 SNAPC2 SORD SPATA7 SRF SST STXBP6 SVEP1 SYNGR1 SYT3 TCEAL9 TDO2 TGIF2LX TIMM22 TINF2 TMC5 TMEM184A TMEM236 TMEM79 TNNT1 TOP3A TRAPPC9 TRIM63 TSNAXIP1 TTPA TULP1 TULP2 UACA UBE3B UBQLNL USE1 VCPKMT VDAC1 VSTM5 VWF ZNF213 ZNF483 ZXDB GSE32423_IL7_VS_IL4_MEMORY_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32423_IL7_VS_IL4_MEMORY_CD8_TCELL_DN ACOX3 ADH4 AGTRAP AIMP2 APMAP ARHGEF28 ATG9A ATP5MF ATP5PO AVEN BATF3 BOLA3 C19orf47 C21orf91 C3orf38 C4B CA7 CCDC22 CCDC77 CCR10 CDH5 CEND1 CHCHD10 CHURC1 CIB1 CLU CMKLR1 CNDP2 CNP COL10A1 COPA COX14 COX8A DAXX DBNL DCTN5 DDC DENND5A DERA DHODH DHX58 DLK1 DMKN DMRTC2 DNLZ DUSP11 EIF1AD EIF2S3 ELF1 ENSA FAM156A FAM219B FLYWCH2 FYB1 G0S2 GABARAPL2 GBP6 GEMIN5 GGT5 GHR GLIPR2 GPATCH2L HLA-DQA1 HSD3B7 HSPD1 IDNK IFIT1B IKZF3 ILF2 INPP4B IRF4 JAK3 KBTBD4 KCNS3 KLHL11 KLK6 KRTAP26-1 LARP1 LCP1 LDLR LGALS3BP LRRC2 MAP3K8 MAP6 MAP7D2 MCL1 MCTS1 MDGA1 METTL9 MRPL12 MRPL17 MRPL36 MRPS25 MRPS26 MRPS34 MTIF3 MYBPC1 MYRIP NAA40 NCAPG2 NCBP1 NDST1 NDUFB4 NFIL3 NFYC NME1 NTAN1 NTPCR NUDT1 NUMB NUP107 OR4C3 PAM16 PCDH17 PCGF2 PCSK9 PFKM PGK2 PHF5A PIGS PIH1D1 PINX1 PKN3 PKNOX2 PLBD1 PLP2 PPM1L PPP3CC PRKD3 PRPF31 PSMB3 PSMD14 PSMD9 PSME1 PSPH PSRC1 RAB13 RAB19 RAP1GDS1 RASGRP1 RBKS RBMS1 RBP1 RGS1 RIPK1 RIPK3 RNPEP RRP7A SAR1B SARS1 SAYSD1 SDR42E1 SETD1A SHF SHISAL2B SHOX2 SLC25A34 SLC6A5 SLC9A6 SLFN13 SLIRP SMAD5 SMARCE1 SMC1A SNAI3-AS1 SNF8 SNRPA SPATA5L1 SPRR2A SRGAP3 SSRP1 ST6GALNAC5 STAMBP SUSD3 SUV39H1 SZRD1 TAMM41 TEFM TGFBR3 TGIF2 TMEM104 TMEM140 TMEM143 TMEM234 TMEM40 TNFAIP3 TNNI3 TOR2A TRIM26 TRIM27 TULP3 TVP23A UFC1 UPB1 UQCRQ VCAM1 XPNPEP1 ZFHX3 ZHX3 ZMAT2 GSE32423_IL7_VS_IL4_MEMORY_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32423_IL7_VS_IL4_MEMORY_CD8_TCELL_UP ABCC5 ABHD15 ABTB3 ACAP1 ACP5 ACSBG1 ACSS2 ACTL6B ACTR6 ADCY7 ADD1 ADH1C ANKMY2 ANKRD13D ANKRD49 ANXA7 APOBEC1 ARHGAP18 ARHGAP30 ARL2BP ARRB2 ATOSB B3GNT9 BCL9L BEND4 BRD9 C12orf75 C18orf54 CARD11 CASP9 CBX7 CCDC34 CCDC65 CCNG1 CDC25B CDHR1 CENPI CEP104 CEP295 CEP55 CEP68 CERK CHST15 CNN2 COLGALT1 COMT CPLX4 CRYBG3 CRYZL1 CWC22 CYP1A1 DBT DDX51 DIABLO DMTF1 DNAJC10 DNAJC5G DPM3 DTX4 EMC9 ERAL1 EXOC6 FAM114A1 FCHO2 FGF2 FNTA GALNT2 GATAD2B GMEB2 GNS GPD1L GPN1 GPR19 GPR85 GRHL1 GSS GUCD1 H3-5 HEG1 HEXB HIRIP3 HSPA13 HVCN1 IL1RL2 INHBC IPCEF1 IRAK4 IRF6 ITGB5 ITPKC ITPRIP KDM5B KIF21B KLF7 LDLRAD4 LDLRAP1 LRFN5 LRRC75B MAGT1 MARCHF3 MCTP2 MED14 MEF2D METTL2B MNT MSN MTRR MTURN MYB MYO1F NCOR1 NDRG2 NEURL1B NRP1 NUDT16 OSBPL9 OTUD1 OVGP1 PABPC1 PCBP4 PCMTD1 PEX26 PGAP1 PGM2L1 PIAS3 PITPNM1 PMM1 PPARGC1B PPP1R14B PRKACB PRXL2C PSIP1 PTPN12 PTPN22 PTPRK PTTG1 PUM1 PURG RAB11FIP4 RAB42 RECK RINL RINT1 RNF24 RNF39 RPS6KA3 RPS6KA5 RYR3 S100A11 S100A5 SEC22C SEC23A SIDT2 SLC19A2 SLC25A33 SLC35D2 SLC45A3 SMC4 SNX12 SNX30 SPATA13 SPCS3 SPN SRGAP2 STK17B STK26 TAGLN2 TBC1D32 TBCEL TBCK TEPP TFEC THY1 TIMELESS TIMMDC1 TMEM150C TMEM64 TMEM65 TNFRSF12A TP53INP1 TPCN1 TPR TRIM2 TRIM67 TRMT1 TRPV2 TSN TXNRD3 UBE2D2 UBE2H UBE2O VAMP2 XPC XRN2 ZBTB44 ZFP36L1 ZFP36L2 ZFP62 ZNF679 ZRANB3 GSE32423_IL7_VS_IL7_IL4_MEMORY_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32423_IL7_VS_IL7_IL4_MEMORY_CD8_TCELL_DN A1CF ABCB1 ACAT1 ADAM33 ADAMTS3 ADSL ANKRD33B ANP32A AP1B1 AP1S1 APOOL ARFGAP3 ARID5A ASCL2 ATP5F1D BOK BOLA3 C19orf47 C1orf216 C21orf91 C8orf33 CASKIN1 CASP14 CCDC40 CEBPD CFAP276 CHADL CHPF2 CKAP2 CKAP2L COG4 COL26A1 COX16 COX6A1 CRYGS CXXC1 CYB5A CYP2A6 DAAM2 DAPP1 DHH DHX58 DMKN DMRTC2 DNPH1 DUS1L EFCAB14 EIF4A3 ELOA EMC3 ENPP3 ERH FAM20B FKBP8 FKRP FXR2 FZD6 GABRG3 GAL3ST1 GDPD5 GEMIN5 GEMIN8 GET3 GLIPR2 GMIP GTSF1L GZMA GZMB HADHA HDAC1 HDLBP HEMGN HLA-DMB HMBS HSD17B10 HTR3A IFIT1B IL12RB1 IL18BP INHBE INO80E IRF4 IRF7 ITPR2 JUND KCNJ11 KIF14 KLC3 KLHL11 LAGE3 LELP1 LRP8 LSM4 LTN1 M1AP MAP1S MCM3 MEN1 MFAP3 MRPL20-AS1 MRPL40 MRPL49 MRPS25 MRS2 MTHFSD MTUS2 MYCBPAP MYO1C NANP NDUFB5 NEU2 NFIL3 NFKB1 NPY1R NUAK2 NUDT1 NUDT5 NUMBL NUP62 OR51B6 ORAI1 OS9 P2RX7 P2RY10 PAK1 PATJ PCP2 PFKM PGLYRP2 PGPEP1L PHF5A PHGDH PIDD1 PINX1 PLCD1 PNPO POLA2 PPME1 PPP3CC PRSS42P PSAT1 PSMB2 PSMD14 RIPK3 RPL41 SAP18 SARS1 SDF4 SEMA4D SERF2 SETD1A SH2D2A SH3BP2 SLC48A1 SLIT2 SMPDL3B SNAPC2 SORD SP6 SPATA5L1 SRGAP3 SRRD SSBP4 ST3GAL4 STX6 SUSD3 SYN3 TAF8 TAMM41 TAP1 TAS2R4 TBC1D22A TBKBP1 TBL3 TGFB1 TGIF2LX TIMM17B TMEM143 TMEM179 TRAF7 TRAPPC13 TRAPPC5 TRAPPC6A TRAPPC9 TRIM28 TRIM31 TRIP6 TXNL4A UBA7 UBL4A VPS11 WNT2 WWP2 XBP1 ZFP30 ZNF362 ZNF384 ZNF777 ZNRF1 GSE32423_IL7_VS_IL7_IL4_MEMORY_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32423_IL7_VS_IL7_IL4_MEMORY_CD8_TCELL_UP ABCC5 ABI2 ACADM ACOT9 ACSBG1 ADH5 AEN AMY2A ANKH ANKMY2 AP1G2 APPL2 ARFIP1 ARFRP1 ARHGAP18 ARHGAP31 ARHGEF3 ARL4A ASB1 ATP6V1D ATP8B2 ATRN ATXN3 B3GALNT2 BIVM C12orf75 C19orf38 C1orf159 CAPN7 CARNMT1 CBX7 CDC14B CDC25B CDC42SE2 CDKL2 CEP78 CEP95 CISD3 COQ3 CRYBG3 CSNK2A1 CXXC5 CYP2S1 DAGLB DDX55 DGKB DHFR DHRS11 DIP2A DSN1 DTX4 DUSP12 DUSP15 ECHDC1 EEF1G EFEMP1 EGFL6 EMB EVI2B FAM117B FAM177A1 FASTKD1 FCGR2A FGF2 FNDC1 GARIN3 GART GGA2 GLCCI1 GLE1 GRAMD4 GRK6 GTF2I GUCD1 HMGB1 HNRNPA0 HNRNPF HSD11B2 IP6K1 IPCEF1 ISCA2 JADE2 JKAMP KDM1B KLHL6 KLRK1 KMT2E LDLRAP1 LRRC40 LRRC75B MADD MALT1 MAN2A1 MAP1LC3B MCOLN3 ME3 METAP1D METTL2B MICALL1 MORN2 MTURN MYH9 NAE1 NBEAL1 NCAPD3 NEAT1 NIPBL NTAQ1 OAZ2 OTUD1 P2RX4 PANK1 PCMTD1 PDE2A PFAS PIEZO1 PLA2G4F PON2 PSMB7 PSMG2 PTBP3 PTCH1 PTPN12 PTPRK PTS PURG PXYLP1 RAB2A RAB6A RAMP1 RB1CC1 RBM27 RDH10 RECK RGS20 RHEBL1 RNF103 RNF141 RNF144A RNF145 RNF39 RORA RPRD1A RPS6KA5 RTN4 RUNX2 RXRA SDAD1 SESN1 SETD7 SF1 SLC16A8 SLC25A26 SLC35D2 SLC35E3 SLC7A3 SMC4 SMPD5 SNX13 SORBS1 SORL1 SPOP SPRY1 SRGAP2 SRSF5 STAG3 STK26 STOML1 SWT1 TAF1A TAGAP THEMIS TIMM21 TMBIM1 TMEM267 TMX4 TPCN1 TRAK1 TTC28 TTYH3 TUBA1A UAP1 UBASH3B UBE2D2 UBE2H UBE2Q2 UBQLN1 UTRN VPS13A VSIR WDR5 XPC YBX1 YWHAZ ZBTB20 ZBTB44 ZDHHC23 ZNF251 ZNF318 ZNF679 GSE32423_IL7_VS_IL7_IL4_NAIVE_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32423_IL7_VS_IL7_IL4_NAIVE_CD8_TCELL_DN ACTR6 ADGRG5 ADNP2 ADSS2 AHCYL2 ALDH3B1 APBB2 APLN AQP3 AR ARID5A ASB3 ATAD5 ATOSA ATP11A ATP6V1A B3GALT4 BAIAP3 BCL2L13 BCL6 BMI1 C21orf58 C9orf152 CALU CBX4 CCNB3 CD247 CEP170 CEP57L1 CERCAM CFAP97 CHUK CLIP2 CMPK2 CNKSR3 CNPY1 COL6A3 COP1 CPEB4 CREBZF CSGALNACT2 CST7 CUL4A CYFIP2 DARS1 DBR1 DDB2 DDX3Y DHRS3 DIDO1 DIS3L DLG2 DLX1 DLX2 DNAJA4 DNAJB11 DNAJC7 DUSP10 EHHADH ELF1 EMSY EPC2 ERO1B EVL FASTKD3 FBXO24 FGFR1OP2 FYB1 GABPA GALNT7 GATA1 GCC1 GIMAP1 GIP GJA4 GPR179 GPRIN3 HDAC2 HMGCR HNRNPH1 HOMER1 HPN HSD11B1 HSD17B12 IL9 INO80C INTS6L IRF7 ITM2A ITM2B KCNE5 KLHL7 KMT5B LATS1 LCP2 LDHD LKAAEAR1 LMAN2 LOXL4 LSS LYST MAN1A1 MAP7 MBIP MGAT1 MST1 MTFR2 MTREX MTUS2 N4BP2L1 NANOS1 NAPB NAV1 NDFIP2 NR1I2 ODAD4 P2RX7 P2RY10 PALS1 PAPSS2 PCBP2 PDCL PDIA3 PHKB PKN2 PLAC8 PLEKHM1 PLRG1 PNPLA6 PPIP5K2 PPP3CC PPP4R3B PPTC7 PRDM1 PRDM15 PRPS1 PRSS37 PTBP2 PTCD3 PTDSS2 PTPN3 RAB8B RABGAP1 RBL1 RBM25 RCOR1 RDX RRAGD RSRC2 SCAF8 SCFD1 SCML4 SEH1L SFT2D2 SLC2A6 SLC35A5 SLC38A9 SLC39A6 SLFN13 SMAP2 SMO SPATC1L SRBD1 SRSF7 STAT2 TAF2 TAF9B TMCO3 TMED7 TMEM161B TMEM41B TNFRSF14 TNFSF10 TOPORS TPD52 TRAPPC14 TRAT1 TRIP4 TST TTC9C TUBE1 TXNDC15 UBE2J1 USP2 USP33 UST VAMP7 VPS50 WDR20 WDR47 XBP1 XDH YAF2 YTHDF3 ZFAND5 ZMAT1 ZMYND11 ZNF131 ZNF277 ZNF516 GSE32423_IL7_VS_IL7_IL4_NAIVE_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32423_IL7_VS_IL7_IL4_NAIVE_CD8_TCELL_UP AANAT ABCB11 ABCB9 ABHD14B ACVR1 ADAMDEC1 ADAMTSL4 ADGRG3 AKR1C3 AMER3 AMIGO2 ANGPTL4 ANGPTL7 AOC1 ARHGEF40 ASPG ATN1 ATP10A ATP8B4 AVEN B3GNT5 BABAM1 BCKDHB BCL2L2 BDH2 BIN1 BTNL2 C1orf54 C3AR1 CAPN6 CAPS2 CC2D1B CCDC191 CCDC85A CD163 CD84 CDC25B CHD3 CHRM4 CHRNA7 COL3A1 COLGALT1 CTSK CXCL12 CXCL3 CXXC5 CXorf58 CYP2E1 CYSLTR1 CYSRT1 DAG1 DHDH DHRS11 DLX5 DNAAF4 DNMT3B DTX1 EIF4G1 ELOVL6 EML1 ETV4 FAAP20 FAH FAM241A FARP1 FOXP3 FSTL3 FZD7 GART GATAD2A GGT1 GIT1 GLI3 GLIS1 GNAT1 GPR22 GPR88 GTF3A H1-4 HEBP1 HIC1 IGSF8 IL24 IMPDH2 IPCEF1 IRAK3 JAKMIP2 KAT2A KCNE4 KDELR3 KLF17 KRT23 KRT25 KRTAP26-1 LAMTOR1 LANCL1 LDHB LFNG LRRC19 LRRC75B LURAP1L MAP7D1 MAS1 MBOAT1 MDN1 METTL13 MIA2 MROH2B NCCRP1 NINJ1 NIPSNAP3B NKX2-5 NOS2 NOS3 NRK NSUN2 NUCB2 OR11H4 OR7C1 OSBPL5 OSGIN1 OTOS P2RY13 PABPN1 PACC1 PASK PAXX PCSK4 PDE1A PDGFRA PHYHIP PLAG1 PLCB3 PLSCR4 PMM1 POLR1B PPARA PRDX6 PRM2 PRRT3 PRSS42P PUS1 PWP2 PXYLP1 RAI14 RALBP1 RAX RDH16 RECK RERG RGS11 RIN2 RIOX2 RNF186 RUNX3 S100B SDR16C5 SEC14L5 SELENOW SIRPA SLC25A18 SLC47A1 SLC8A2 SLCO4A1 SLFNL1 SORCS2 ST3GAL1 ST6GALNAC5 ST8SIA1 STK33 SUSD5 TBC1D25 TBC1D5 TBL2 TBX20 TCF7L1 TGM3 TLX2 TMEM130 TMEM31 TNF TNNT3 TP53TG5 TPTE TRIM45 TSR1 TTC36 TUSC1 TYROBP UBALD1 VAT1 WDR64 WNK4 ZBTB11-AS1 ZC3H15 ZCCHC13 ZFP42 ZNF518B ZNF786 GSE32423_MEMORY_VS_NAIVE_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32423_MEMORY_VS_NAIVE_CD8_TCELL_DN ABHD13 ADAL ADAR AGRN AKTIP ALDH1B1 ALDH2 AMPD1 ANKRD13D ANKRD50 AP1AR AP2M1 AP3S1 APPL1 ARHGEF11 ARID4A ARMCX2 ARMCX3 ARMCX4 ASCC3 ATF1 ATP8A1 BACH1 BASP1 BAZ2B BCL9 BEND5 BRDT BRI3 BRWD1 BRWD3 CCDC126 CCPG1 CENPQ CERK CHD6 CHDH CLASP2 CNN3 CSNK1E CTSC CUX1 DAPK1 DDX6 DESI2 DIPK2A DNAJC6 DR1 DSCC1 DTL E2F3 EGR3 EIF2AK3 ELL EPHX1 F8A1 FADS1 FAM13B FAM199X FAR1 FBLN2 FBXL3 FNIP1 FOXC1 FRAT2 FXYD7 GBE1 GCC1 GMCL1 GNB4 GOSR2 GPAT3 GSN HACD1 HCFC2 IBTK IKZF2 ITGAE ITM2A KBTBD7 KCTD9 KIAA0930 KIF13A KPNA3 KPNA6 LACTB LANCL2 LDHB LIG4 LRRC47 LRRTM4 LZTFL1 MAGEE1 MAGI3 MAP4K4 MEAF6 MEGF9 MGAT2 MGAT5 MOB1B MPP7 MTSS1 MTURN MYO18A NAA40 NANP NDRG1 NIPAL1 NUP153 OTUD1 PAIP1 PCMTD2 PFN2 PHF8 PITPNC1 PLAUR PLCB4 PLEKHO1 PMS2 POLR1G PPM1L PPP1R12A PRADC1 PRICKLE1 PRPF3 PSD3 PTPN11 PTPRF QPCT RAB11FIP4 RAB14 RABIF RAPGEF1 RB1 RBM26 RETREG2 RFWD3 SCAF8 SECISBP2L SEH1L SELENOP SEPHS2 SESN1 SIK1 SLC25A47 SLC38A9 SMARCC2 SMC5 SMNDC1 SNN SORCS2 SOX4 SPATA16 SRRM1 SSBP3 SSR1 STAM SUCLA2 TBL2 TCF4 TCF7L2 TDP2 TDRP TF TGFBR2 TIMM29 TLNRD1 TM9SF1 TMEM120B TMEM164 TMEM185A TMEM248 TMEM263 TNFSF11 TNIK TNRC6B TOX TP53INP1 TRAT1 TRIM13 TRIM32 TSC1 TSPYL1 TTC30A TUBB2B TWSG1 UBE2E2 UCHL1 UNG XKRX YAE1 ZBTB33 ZBTB41 ZCCHC8 ZHX1 ZHX3 ZNF22 ZNF251 ZNF451 ZYG11B GSE32423_MEMORY_VS_NAIVE_CD8_TCELL_IL7_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32423_MEMORY_VS_NAIVE_CD8_TCELL_IL7_DN ABHD8 ACADSB ALDH9A1 AMIGO2 AMN APEX1 API5 APIP ARMCX4 ATP5F1D ATP5PO BAG2 BATF3 BAZ2B BNIPL BORCS6 BRD2 BRI3BP C4B CALML5 CAP2 CAPN15 CAPS2 CCDC184 CEP85 CFAP20DC CHKA COP1 CTPS1 CYP27B1 DENR DET1 DGCR2 DMKN DOCK1 DVL2 EBAG9 EEIG1 EHD4 EIF4G1 EMC6 EPHX1 EXOSC2 FAM83E FASTKD1 FRMD6 FXN FXR2 GID4 GIPC1 GLCE GPBP1L1 GPRIN1 GRWD1 GTSF1L GUK1 HCFC2 HDAC3 HEATR1 HEMGN HMGA1 HMGXB4 ID1 IDO2 IL4R JUNB KANK3 KAT14 KDSR KIF23 KLF10 KLHL11 KRTAP26-1 KTI12 LAP3 LARP1 LFNG LRPPRC LRRC47 MAP3K11 MARCKS MBD5 MEF2D METTL25 MRPS18B MRS2 MTAP MTFP1 MTHFD1 MTHFD1L NABP1 NANP NAT10 NDOR1 NDUFAF1 NEK1 NKD1 NME1 NMT1 NOP16 NUP188 NUP62 ORAI1 PABPC4 PAOX PAPOLA PCNX1 PCSK4 PDZD4 PEBP1 PEPD PEX3 PHF5A PIM3 PLCD1 PLPP1 PLSCR3 PNPO POLR1B POMC PPP1R3B PPRC1 PRDM4 PRKAB2 PRKAR2B PRPF31 PSMD14 PUS7 PWP1 PWP2 QDPR RABGAP1 RALB RARS1 RBP1 RHBDL1 RIOX2 RMDN3 RNF169 RNF185 RORC RPL28 RRAGD RRP12 RRP7A RTCB SALL2 SAR1A SEMA3A SGSM2 SGTA SH2D6 SHF SHQ1 SLC10A3 SLC16A10 SLC16A2 SLC31A1 SLC35A4 SLC44A1 SOBP SORD SPC24 SPC25 SPEF1 SRRM4 STX2 SULT1B1 SUOX SUV39H1 SWSAP1 SYMPK SYN3 TCP1 TEX30 TFAP2E THAP11 THOC3 TMCC3 TMEM41A TMEM41B TMEM97 TNFRSF18 TRAPPC6A TRAPPC9 TRIM28 TRIT1 TSACC TUBB2B UCK2 UNK UPF1 USP10 VAPB WDR43 WDR82 YDJC ZBTB11-AS1 ZNF205 ZNF830 GSE32423_MEMORY_VS_NAIVE_CD8_TCELL_IL7_IL4_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32423_MEMORY_VS_NAIVE_CD8_TCELL_IL7_IL4_DN AGFG1 AKIRIN1 ANKRD26 ANKRD28 ANKRD40 ANXA7 APC2 ARFGAP3 ARHGAP11A ARMCX1 ASCC3 ASNSD1 ATAD2B ATP1B1 AVL9 BAZ2B BBX BCLAF1 BMP2 BTAF1 BUB3 C1orf21 C9orf152 CARS1 CCDC126 CCDC175 CCPG1 CD1D CD53 CDC14A CDK10 CDK2 CDKN2AIP CENPC CEP44 CFAP418 CHD1L CHMP3 COPS4 CRTC1 CRY1 CUL2 CUL4A DDIT4 DEPDC5 DHRS3 DIP2C DLD DNAJB1 DNAJB4 DNAJC6 DSN1 EEF1G ELAVL1 EMSY EPC2 FBXO45 FH FOXC2 FYTTD1 G2E3 GABPA GGA2 GLE1 GOLPH3 GPRIN3 GSR HAUS3 HNRNPA3 HNRNPC HOMER1 HSP90AA1 ILRUN IPO11 IPO7 IRF2BP2 ITGA10 ITGB3 KANSL2 KIAA0930 KIF16B KLHL13 KLHL42 KTI12 LCP2 LEF1 LEO1 LIN54 LUC7L3 MACO1 MAN1A2 MAP4K3 MAPK9 MATCAP2 MBNL3 MCUR1 METAP1 METAP2 METTL2B MIF4GD MPP4 MSL3 MTARC2 MTHFD1L NAA30 NAA35 NDFIP2 NOMO1 NUP160 NUP35 OSBPL8 OSGIN2 PAF1 PBX4 PCCA PEBP4 PEPD PEX19 PHGDH PHKB PITRM1 PLAA PMPCB POLR1E PPIP5K2 PRDM15 PRICKLE1 PSMD11 PTAR1 PTPN3 PTPRF RAB27B RARS1 RCAN1 RCN2 RCOR3 RFWD3 RNPS1 RPRD1A RTN4IP1 SCAF8 SCML4 SEC23A SKIC3 SLC25A51 SLC2A9 SLC30A6 SLC4A1AP SLF1 SMC2 SMOX SNX25 SPATC1L SPIDR SRF SRP54 ST7 STAG3 STRBP STX6 TAGAP TASOR2 TASP1 TCF4 TCF7L2 TDP1 TDRD3 TERF2IP TESK2 TIAM1 TMED2 TMEM154 TMEM168 TRAT1 TRIM23 TRMT10C TRMT11 TRMT13 TTC9C TUBB2B TUBE1 UBE2E3 USF3 USP40 VPS4A VPS50 VSIR WDR47 XPR1 YY1 ZC3H14 ZFX ZNF24 ZNF251 ZNF277 ZNF282 ZNF597 ZNF658 ZNF667 ZNF706 GSE32423_MEMORY_VS_NAIVE_CD8_TCELL_IL7_IL4_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32423_MEMORY_VS_NAIVE_CD8_TCELL_IL7_IL4_UP ABCB1 ADAM33 ADARB1 ADAT3 ADRA1A ADRB3 ALDH5A1 ANGPT4 APBA1 APOA1 ARHGDIA ARHGEF40 ART3 ASAH2 ASCL2 BANK1 BDH2 BEX2 C19orf33 C19orf81 C1QTNF1 C5AR1 CA11 CA6 CAMK2A CAMK2N1 CASK CD86 CFHR1 CHIC1 CHRNA5 CLIC1 CNN1 CNTN2 COQ10A COX6B2 CPNE4 CRISPLD1 CRYBG3 CRYGS CSF3R CTDNEP1 CTDSP1 CTTNBP2 CYP21A1P DCDC2 DDB2 DHH DNAJC22 DTX3 ECHDC3 EFS ENPP3 FABP2 FAM135A FAM229A FARP1 FBXL18 FBXO16 FCER1G FCGR2A FUT2 FXYD1 FXYD4 FXYD6 FZD6 GAPDHS GATA6 GLIS1 GLRX GNG4 GPX7 GRM5 HEBP1 HFE HK3 HOPX HOXB1 HOXC10 HS3ST4 HSD17B14 IFNA1 IL15RA IL18RAP IL24 INPPL1 IRS1 ITIH1 JPH4 KCNC2 KCNE5 KCNJ11 KRTAP8-1 LARGE1 LBX2 LLCFC1 LRMDA LRRC15 LRRC18 LRRC19 MARCHF1 MBOAT1 MFSD10 MGAT4EP MIA2 MMRN1 MTMR7 MXD3 MYO6 MYRFL NAAA NBAS NDUFV3 NEFL NEU2 NEUROD6 NOD1 NOTCH3 NPC2 NPHS1 NR1D1 NRARP NRK NUPR2 ODF1 OS9 OSBPL6 OSGIN1 OTOP2 OVOL2 P2RY2 PAK6 PCBD1 PLAC8L1 PLEKHA8 PLPPR5 POMGNT2 PRDM1 PRKG1 PRRT3 PRSS12 PSCA PTGFR RAD51B RBP7 REG3A RIMS3 RNASE4 RNF182 RNF216 RPRM RS1 S100B SCARA5 SDCBP2 SELE SELENOW SERPINB1 SERTAD4 SHFL SLC22A17 SLC34A2 SLC34A3 SLC36A2 SLC47A1 SLC52A3 SMPDL3B SMTN SPATA25 SPRR2A SST ST6GALNAC1 SUSD3 SUSD5 SYK SYT6 TAL1 TBC1D5 TEAD4 TENT5A TFAP2A TFAP2B TMCO4 TNFSF13B TPTE TRH TSPAN31 TTLL6 VIP VSTM2B WARS2 WDR64 ZBP1 ZBTB42 ZFAND2B ZKSCAN4 ZNF354B ZSCAN12 GSE32423_MEMORY_VS_NAIVE_CD8_TCELL_IL7_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32423_MEMORY_VS_NAIVE_CD8_TCELL_IL7_UP ACYP2 ADCY2 ANKH APOM ARHGAP18 ARHGEF12 ATOSA ATOSB ATP11A ATP8B1 ATP8B4 BANK1 BEND4 BEND6 BMPR1A BTBD6 C11orf54 C1QTNF4 C1orf216 CA11 CACNA1A CAMK2A CAMK2B CAMK2N1 CASTOR1 CBX7 CCDC171 CD200R1L CEP170B CHST11 CLN3 CMPK2 CNDP1 CNRIP1 CRYBG3 CTSW CUTC CWC22 CXCR5 CYP4V2 DAAM1 DENND4C DHRS11 DIP2A DNAJA4 DOP1B DPP4 DPP7 DTX4 EI24 EID2 EIF3F ELAPOR1 EML3 EVI2B EXT1 FABP12 FAM20C FAM241B FASLG FBXO30 FBXO4 FBXW7 FCHO2 FGF1 FNDC10 FRMD5 FSTL1 FZD4 GAS7 GCG GGT6 GIMAP4 GPC1 GPR15 GRINA HASPIN HBS1L HEG1 HHATL HIGD1C HLA-DOB HMGB1 HOPX HOXB1 HRH2 IAPP IFFO1 IFNAR2 IL18RAP IPCEF1 IRF6 ISCA2 JKAMP KCNN3 KCTD4 KDM4D KIF13B KLF6 KLHL7 KLRG1 LCE2B LGALSL LMBR1 LRRC18 LZTS2 MAGEH1 MAN1C1 MAN2C1 MAP3K4 MAP3K9 MEGF11 MFAP5 MICAL1 MPPE1 MPZL3 MX2 MYO1F MYORG NANOS1 NEAT1 NMI NRP1 NSUN6 NT5C3A OSBPL9 P2RY14 PARP14 PBX3 PCDH19 PDE7A PKN3 PNPLA7 POLR3F PPIL4 PRSS12 PRXL2C PTPN13 PTTG1 RANBP10 RGR RGS20 RINL RLF RNF141 RNF39 RNFT2 RUNX2 SBNO2 SELENOT SEMA4F SESN3 SGMS1 SIX4 SLC12A1 SLC18B1 SLC25A28 SLC52A3 SMAD5 SMC4 SMPD5 SNRNP70 SNTA1 SPECC1 SPICE1 SPSB1 SRPK2 SRXN1 ST8SIA1 ST8SIA6 STK11IP STK39 STOML1 SUSD4 TAF9B TBC1D32 THRAP3 TIGAR TMEM100 TMEM150C TMEM181 TMEM37 TP53INP1 TRIM3 TTBK2 TTC30B UBC UNC50 UNC5CL USP48 USP53 UST VIPR1 VPS39 VWA7 XDH YES1 ZBTB42 ZDHHC13 ZNF592 GSE32423_MEMORY_VS_NAIVE_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32423_MEMORY_VS_NAIVE_CD8_TCELL_UP ABHD14A ACKR1 ACOT7 ACSBG1 ADAP1 ADARB1 AGAP1 AHNAK AIG1 ANKH ANKS4B ANKZF1 ANXA2 ARHGEF28 ARSB ART3 ASAP2 ASNS ATF3 AZIN2 BANK1 BARHL1 BCL2A1 BCL2L14 BMPR1A C10orf120 C2orf50 CA11 CA12 CAMK2N1 CAPG CASP1 CCKBR CCL5 CD200R1L CD86 CDH1 CEBPB CFAP276 CFH CHIC1 CHST11 CLDN12 CLSTN1 CORO7 CPNE2 CRLF2 CRMP1 CSDC2 CSTPP1 CTLA4 CXCR3 CXCR5 CYP4A11 DAO DDR1 DENND5A DIRAS1 DNAJA4 DNAJC4 DPEP3 DPYSL4 ECI1 ECSIT EFNA1 ENPP1 EPHA8 ERRFI1 FAM161A FAM166C FASLG FAT1 FBLN5 FBXW8 FGF22 FITM1 GCAT GIMAP7 GLMP GM2A GPC1 GPR183 GRAP GSAP GSTT1 GUCY2D HLA-A HOPX HOXB7 HPS1 IFITM10 IFNG IGSF23 INPPL1 KCNK6 KCTD17 KIAA0040 KIF17 KIF5C LAMC2 LEP LGALS1 LHPP LHX1 LRR1 LSR MACROD1 MAP3K5 MARCHF10 MEPE MRI1 MSC MYL4 NAAA NACC2 NCF4 NECTIN2 NEFH NFIL3 NIBAN3 NRG1 NT5E NTRK2 NUAK2 NXPH3 NXPH4 OR51B4 OSTF1 PALMD PCTP PDE8A PGBD1 PGLS PGLYRP1 PIEZO1 PITX3 PLAT PLEKHM3 PMP2 PPM1J PRDM1 PRKCE PRKCZ PRSS12 PRSS41 PSEN2 PSORS1C2 PTPDC1 PTPN13 PUM3 REG4 RGL3 RGS1 RHCG RHOB RHOBTB1 ROGDI RPP21 RRAD RUNDC3A RUNX2 S100A6 SAMHD1 SBF2 SDF2 SEC16B SERF1A SERPINB6 SHD SLC25A22 SNX8 SOAT2 SP7 SPAG16 SPINT2 SPRY2 ST14 ST8SIA5 TAL2 TASL TBKBP1 TBX21 TERB2 TEX33 TGDS THBS4 TMBIM1 TMC8 TMEM89 TMPRSS13 TNFRSF25 TRAF1 TRIM2 TRPC5 TSPAN31 TTC39A VKORC1 YBX3 ZDHHC2 ZNF175 GSE32533_MIR17_KO_VS_MIR17_OVEREXPRESS_ACT_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32533_MIR17_KO_VS_MIR17_OVEREXPRESS_ACT_CD4_TCELL_DN ABCC6 ACAD10 ACP5 ALAS1 AMER2 ANKRD2 ANKS3 AP2B1 APOBEC1 AQP3 ARHGDIB ARHGEF19 ASCL1 ATP6V1E2 ATPAF2 BASP1 BATF2 BCO1 BOLA2 BTBD19 C14orf93 C17orf98 C1orf74 C4orf19 CA5A CAPN13 CBLC CCDC180 CCDC82 CCDC88B CCL24 CD300C CD52 CDC42SE2 CDCA5 CENPO CEP164 CES3 CFAP157 CFAP161 CFI CHODL CLEC5A CLEC6A CLHC1 CMPK1 CMTM3 COTL1 CSTF2 CTSC CUEDC1 CXCL16 CYP4F22 DDX25 DDX27 DENND1C DNA2 DNAI3 DNAJC16 DYNLT2B ECEL1 EPCAM EPN3 ERP29 EVI2B EYA3 FAM163A FASTKD3 FAT2 FBH1 FCGR2B FIBCD1 FOXD2 FXYD4 FZR1 GFM2 GIN1 GMFG GNA15 GNPDA1 GNPTAB GPR137B GSAP HEBP1 HEY1 HPS3 IFI44L IGSF6 IKZF1 IL1RAPL2 INA IPCEF1 IRF8 KCNE3 KCTD12 KLHL4 KLRC2 KRT28 LACC1 LCP1 LPCAT4 LY9 LYN MDK MED11 MEIKIN MFSD12 MIR124-1HG MORN3 MPEG1 MRGPRG MRPS18C MTM1 MXD3 MXRA7 MYO9A NAT1 NAT8L NAT9 NFE2 NKG7 NKIRAS1 NLN NPAS4 NPL NSUN3 NXNL2 OTULIN OTULINL PACSIN1 PALB2 PCTP PDP1 PGK2 PHACTR3 PHF21B PHOSPHO1 PID1 PKIB PLA2G4F PRPF40A PRSS36 PTPRC PTPRE PTPRJ PYM1 RB1 RBP2 RNF180 ROGDI RPH3A RPL41 RYR1 SEMA4D SEMA5B SERP1 SFTPB SGMS1 SH3BGRL2 SH3YL1 SHPK SHTN1 SIMC1 SIN3B SKAP1 SLC22A12 SLC22A16 SLC39A2 SLC5A4 SMIM12 SNAP23 SNRNP35 SOHLH2 SPACA7 ST18 SYNGR1 TASL TASP1 TEKT1 TEX44 TLR6 TMEM150B TMEM167A TMEM209 TMEM273 TNFAIP8 TNFRSF1B TNFRSF8 TNFSF13B TRIM14 TRIM65 TRIM8 TRIP12 TTC7A UBASH3B VIPAS39 XYLT2 YIPF6 ZIM2 ZMAT4 GSE32533_MIR17_KO_VS_MIR17_OVEREXPRESS_ACT_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32533_MIR17_KO_VS_MIR17_OVEREXPRESS_ACT_CD4_TCELL_UP ACAD10 ACP5 AFTPH AGFG1 AHCYL2 AKR1B1 APOBEC1 ARL4C ARPC5 ATP8B4 ATXN7L1 BASP1 BMP2K C16orf54 C16orf96 C19orf38 C2orf80 C3AR1 C4orf19 CA12 CASTOR1 CATSPERZ CCDC87 CCDC88B CCL5 CD72 CD86 CD8A CD8B CDC42SE2 CDCA5 CEBPG CFAP157 CHCT1 CHRNB2 COL20A1 COTL1 CSF3R CSK CTSB CTSC CXCL10 CYFIP2 CYTH4 DDX39A DENND1A DENND1C DHRSX DIAPH1 DIRAS1 DOCK11 EDEM1 EMC1 EOMES EPOP EVI2B FAM222A FCGR2B FES FEZ2 FIBCD1 FMNL2 FYB1 GALK1 GALNT7 GAPVD1 GATM GFI1 GNPTAB GPR18 GPR35 GPRC5D GSAP GZMK HBE1 HFE HK3 HNRNPM HPX IKZF1 IL31 IL36RN IMPDH1 INPP5D INTS5 IPCEF1 IRAK3 IRF8 ITSN2 KCNK13 KHDRBS1 KNOP1 KRT16 LDLRAP1 LHX5 LIPH LYN LYZL4 MAFB MCM10 MED11 METAP2 MFSD11 MYO5A N4BP2L2 NCF1 NCF2 NLRC5 NUP160 OCEL1 OLFM2 OPN1LW OSTF1 PAIP1 PCTP PDZD8 PDZK1IP1 PFN1 PGLYRP2 PHF21B PIGA PIK3AP1 PISD PKIB PLA2G15 POU2F2 PPHLN1 PPM1H PPP1R14B PPP4R4 PRDM9 PSMG4 PTBP1 PTPN22 PTPN6 PTPRC PTPRE PTPRJ RAB3IL1 RAB5C RASAL3 RASSF2 RBM41 RENBP RIPK3 RNF149 RTN3 SAMD1 SAMD7 SEZ6L2 SFT2D1 SGPL1 SHPK SHTN1 SIGLEC7 SIPA1 SIRT7 SKAP2 SLA SLC14A1 SLC28A2 SLC7A8 SLC8B1 SMIM14 SNRNP35 SPAST SPCS2 SPI1 SPN SRGN STAP1 TBC1D9 TFE3 TIFAB TM6SF1 TMEM169 TMEM243 TMEM26 TNFRSF11A TNFRSF1B TPD52 TRAIP TRIM8 TSSK3 TTC22 TTC7A TUBB6 UBASH3B UBTD1 UNC13D UPP1 USF1 USP8 VAMP3 WDR1 XYLT2 YIF1B YWHAH ZC3H13 ZRANB3 GSE32533_WT_VS_MIR17_KO_ACT_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32533_WT_VS_MIR17_KO_ACT_CD4_TCELL_DN ABR ACAP2 ACOT13 ADH5 AGGF1 AGO4 AKT3 ALG10B AP2B1 ARAP2 ARF3 ARHGEF6 ARID4A ARRB2 ASCC3 ATG2A BAG6 BPTF BRD4 C1GALT1C1 CASD1 CASP8 CCDC91 CCDC92 CCNDBP1 CCNI CD46 CDC7 CDK2 CEP135 CFL1 CHD6 CHIC1 CIZ1 CNOT10 COPB1 CORO7 CSK CYTH1 DAZAP2 DCLRE1A DDHD2 DDX17 DENND6A DNAJC13 DPY30 ELP4 EPC1 EPC2 ERBIN ESYT1 FAM219A FAS FBXL3 FBXO8 FBXO9 FDPS FNTA FYB1 GIMAP1 GIMAP7 GIMAP8 GIT2 GLE1 GMPR2 GNAQ GPR107 GPR15 HAUS3 HMGB2 HP1BP3 IFNAR1 ILRUN INTS4 IPP IRF7 KANSL1 KAT6B KCTD21 KIAA0753 KLHL5 LCP1 LMBRD2 MAD1L1 MAD2L2 MAN1A2 MAN2B2 MAPK9 MBP MED13 METTL3 METTL4 MICU2 MLLT10 MOB3A MPC2 MRPL14 MRPL51 MSS51 MTIF3 MTRF1 MYL12A N4BP2L2 NDE1 NDUFAF1 NDUFC1 NKTR NSL1 OARD1 OSBPL8 PAQR8 PARVG PBX3 PCBP1-AS1 PCM1 PCNP PDCD10 PDE3B PDZD11 PHF23 PHTF1 PI4KB PPP1R7 PRDM10 PRXL2B PSEN1 PTBP3 PTPRCAP PURA RAB2B RABIF RB1 RBM41 RC3H2 RESF1 RGL4 RIPK3 RNASEK RNF170 RNF34 SEC11A SEC24B SFT2D1 SKIC3 SLC25A25-AS1 SLC31A2 SLC35A5 SLC36A1 SLC6A16 SLFN12 SLTM SMC3 SMURF2 SNX3 SP100 SPG7 SQSTM1 SSH2 SSX2IP STRADA STX8 SUSD1 TAB2 TAPBPL TASOR TECPR1 TFDP1 THAP1 TMEM131 TNFAIP8L1 TNFRSF14 TNFRSF14-AS1 TNKS TPM3 TRAC TUBA1A TUBA4A TWF2 TXNDC12 UBA3 UHMK1 UTRN VAV1 VPS26C VPS45 WAC ZC3HAV1L ZCCHC9 ZDHHC13 ZFYVE26 ZMYND11 ZNF318 ZNF407 ZNF449 ZNF512B ZNF688 ZNRF2 GSE32533_WT_VS_MIR17_KO_ACT_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32533_WT_VS_MIR17_KO_ACT_CD4_TCELL_UP ABCG4 ADGRL1 AMOTL1 ANP32A ARHGAP23 ARHGAP44 ARHGEF17 ARL1 ATF7 ATP9A ATXN1L AUTS2 B3GLCT BACE1 BCAM BOD1 CADM2 CAMK2G CCDC107 CCL19 CDH13 CDK13 CELF3 CEP162 CFAP20 CIT CLDN12 CNPY1 COLEC11 CREB3L2 CRTAP CSAD CTDSP2 CYP2U1 CYTL1 DAP DAP3 DCP2 DDA1 DDIT4L DNAAF8 DNAJB2 DNAJB5 DOCK6 DPYSL5 DTNA ECHDC2 EGLN3 EHD2 EMP2 EMSY EPHX1 EXT2 F11R FAM234B FBLN1 FBXO34 FHIP1A FHIP2A FOXN3 FZD4 GATA6 GGPS1 GIT1 GIT2 GLIS1 GMEB2 GORASP2 HSD17B11 HYCC2 IBSP ICE1 IER3 IL17RE INHBA INPP5A INTS6 IQCE IRAG1 IRS1 ITIH4 ITPRIP JADE2 KANK1 KCNJ8 KIF13A KIF26B KLF4 KLF7 KPRP LAPTM4B LGR6 LMCD1 LMOD1 LRIG3 LRRC72 LRRN4 MAP4 MAP7D1 MARCHF3 MAU2 MCF2 MCM6 MGLL MPDZ MPPED2 MSI2 MST1R MUC15 MYLK MYO1D NAALADL2 NCAM1 NCOA1 NEDD4 NHSL2 NKD1 NPNT NPR1 NSUN5 NUCB1 NUP50 NYX OMD OSCAR PALM PAMR1 PBXIP1 PCSK5 PDLIM1 PDZK1 PGRMC1 PHTF2 PIK3R2 PITPNB PLBD2 PLXNA4 POC5 PRELP PRKD3 PRKN PRPF8 PRR14 PSD PTK2 RASGEF1A RHOJ RND2 RPTOR RRP1 RUNX1T1 SBDS SBNO2 SDAD1 SDC2 SEL1L SEMA3C SEMA5A SEPTIN4 SFN SGCD SH3PXD2A SLC2A12 SLC3A2 SLC41A1 SLC48A1 SLIT3 SMOC1 SMPD1 SNORD123 SOCS3 SOGA1 SPOCK1 SRPRA STX3 TBX18 TDRD12 TEX45 TIMP3 TMEM30B TNFAIP1 TNS1 TOP3A TPPP3 TRAF3IP2 TRIB1 TRPM1 TXNRD3 UBL4A UCHL1 UPK1B VPS53 VSTM4 WNT5B ZC3H10 ZDHHC3 ZFYVE26 ZNF281 ZNF507 ZRANB1 GSE32533_WT_VS_MIR17_OVEREXPRESS_ACT_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32533_WT_VS_MIR17_OVEREXPRESS_ACT_CD4_TCELL_DN ABCC8 ABLIM3 ACADM ACAT1 ACBD4 ACTC1 ADHFE1 ADPRHL1 AGTR1 ALDH6A1 ALPK2 AMY2A APOBEC2 APOD ARHGEF25 ARHGEF37 ARMH4 ART3 ASB11 ATP1A2 ATP5F1A ATP5F1D ATP5MC1 AXIN2 BAG2 BVES C4orf54 CABCOCO1 CALR3 CAMK2N1 CAP2 CARNS1 CASQ2 CAV1 CCSER2 CDC73 CES1 CFL2 CLDN12 CMYA5 COX6A2 CRIP2 CSRP3 CXCL13 DEAF1 DKK1 DLC1 DNTTIP1 DOCK6 DPYD DPYSL5 DRD1 DRGX EBF4 ECHDC2 EDAR EHBP1 ENTPD5 EPHA4 ESRRB ESRRG ETFDH FAM131A FDX1 FGFRL1 FH FHIP1A FMC1 FNDC5 FRMD6 FXN GABRB1 GNAO1 GPC1 GPC4 GPI GSTK1 GUCY1A1 HADH HHATL HOXC8 HSPB2 HSPB6 HSPB8 IDH3G IGF2 ING3 INPP5A INSR IQCB1 ITGB1BP2 ITIH5 KBTBD13 KCNJ3 KLHL13 KLHL30 LAD1 LAMA2 LDB3 LDHB LGR6 LIMCH1 LIN7A LMOD2 MACROD1 MAOB MB MBOAT2 MDH2 METTL7A MLANA MLXIPL MTRES1 MTURN MYBPHL MYL1 MYL4 MYL7 MYLK3 MYLK4 MYOC MYOZ2 MYPN NDUFS1 NEXN NKD1 NKX6-2 NTSR2 OPN4 PAIP2 PARN PCSK6 PDGFRL PDHA1 PDZK1 PFKM PGM5 PHYH PIP5K1B PLXNB1 PODN POPDC2 PPARA PPARGC1A PPL PPP2R3A PRKAA2 PRKG1 PTPDC1 PTPRK PXDC1 PYGM RASEF RBM24 RCAN2 RGS17 RHBDL3 RPS6KA6 RRAD RYR2 SBDS SEPTIN4 SERPING1 SGCA SGCG SIDT2 SLC25A4 SLC47A1 SLN SMPX SPTBN1 STARD10 STK39 SVIP SYDE2 SYNPO2 SYTL2 TCEA3 THRA TMEM163 TMEM182 TMEM8B TMPRSS13 TNNI3 TNNT1 TSPYL5 TUBG2 TXLNB URB1 USP42 VAMP5 VSIG4 VSTM4 WDSUB1 WNT9A WSCD1 ZFTA ZNF511 ZNF628 ZYG11B GSE32533_WT_VS_MIR17_OVEREXPRESS_ACT_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32533_WT_VS_MIR17_OVEREXPRESS_ACT_CD4_TCELL_UP AATF ABCC1 ACAT1 ACVR2B AHCYL1 ANKLE2 ANKRD13B AP3D1 ARFGAP1 ARFGEF2 ARHGEF34P B3GNT5 BATF3 BCOR BEND3 BZW2 CCDC59 CCDC6 CCL1 CCT4 CD226 CD24 CD70 CD81 CDCA7L CDKN2D CENPV CLNS1A CMAHP CNBP CNPY3 CPSF4 CRY1 CSF1 CSNK2A1 CUL5 CXXC5 DDX18 DDX28 DDX51 DDX55 DHRS11 DTD2 DYNLT3 EIF3J EIF4A3 ELL2 EMC8 ENOSF1 ENSG00000269210 ENSG00000274253 EPB41L4A EPB41L4A-AS1 ERCC3 ETF1 EXTL2 FABP5 FBXO30 FGL2 FTSJ3 FXN FXYD3 G3BP1 GALNT2 GAS7 GATA2 GEMIN7 GLRX3 GLT8D2 GLUD1 GPATCH4 GPR171 GTF2I HABP4 HSPA9 IFT57 IGF2R IGHA1 IL10 IL21R ILF3 IPO7 ISOC2 KDM5B KIAA0513 KSR1 KTI12 LAMP3 LINC01128 LMTK3 LURAP1 MAIP1 MAPK4 MDM2 METAP2 METTL21A MFSD12 MIX23 MRPL20 MRPL3 MRPL36 NAF1 NAXE NCL NCS1 NFKBID NINJ1 NIPA2 NOL10 NOP58 NPIPB3 NT5DC3 NUDC NUFIP1 NUS1P3 OPN3 OR51E1 ORAI1 PAPOLA-DT PARGP1 PARL PCCB PFAS PHF6 PIGW PIGZ POLR1B POLR1G POLR2K PRKRA PRR3 PSMD12 PSMD13 PTEN PWP2 RAB11FIP1 RAB21 RAN RBM19 RCAN1 REXO2 RHOB RHOJ RPE RPIA RPP25L RPS6KA1 RPS6KA3 RRP15 SACS SEL1L SLC29A1 SLIRP SMC5 SNRPC SPAG1 SREBF1 SRGAP2 SRGAP2C STAT5B STAU1 STRAP SUV39H2 SYT12 TDG TEAD4 TESK1 TGFB3 TGIF1 TIMM17A TMEM101 TMEM129 TMEM147 TMEM201 TMEM70 TNFSF14 TNFSF9 TNKS1BP1 TOMM5 TRAP1 TRIM25 TRMT1 TRMT12 TSEN2 TSFM TWNK TXLNG UQCC6 UTP14A UTP15 VDR WDR74 WDR75 XIRP1 XRN2 ZBTB21 ZNF317 ZNF574 ZSCAN21 GSE32901_NAIVE_VS_TH17_ENRICHED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32901_NAIVE_VS_TH17_ENRICHED_CD4_TCELL_DN ABI1 ACAP3 ACOT7 ACSL4 ADAMTS6 ADCY6 ADI1 AGPS ALDH18A1 AMMECR1 AP3S1 ARF4 ATF6 ATL2 ATRX BCL2L1 BCL2L14 BORCS5 C1orf54 CAMK4 CAPN2 CASP8 CCDC18 CCDC50 CCR7 CD24 CD38 CD69 CD79A CDKN1A CDYL2 CHD1 CLTC DAPK1 DDX6 DGAT1 DGKH DNAJB9 DNM1L EBF1 EID2 EIF1AX EIF5 EMD ERBIN ERO1A EXOC4 EYA2 FAF1 FAM183BP FARS2 FBXL17 FCHO2 FGGY FNBP1 GDE1 GFOD1 GLCCI1 GSPT1 GSTT2 H3-3B HACD2 HCLS1 HDAC1 HDAC2 HERPUD1 HK2 HSP90AB1 IDE INSRR IPO5 IREB2 KDM1A KLF7 KMO LARP4 LNPEP LRRC8D LRSAM1 LY6D MAEA MCU MED10 MED13 MFN1 MIR301B MOSPD1 MPHOSPH10 MPP1 MRE11 MTMR14 MYO1E MYO9A NAV1 NFKBIZ NIPSNAP3B NRIP1 OTUD7B PA2G4 PAIP1 PALS2 PASK PAX5 PHF6 PHYH PIK3AP1 PLCXD2 PLD4 PLEKHA7 PLIN2 PLK2 POLD4 POLR2M PPARG PPP3CA PRKCH PRRX2 PTP4A1 RAB5A RABGAP1L RAD51B RETREG1 RFT1 RFWD3 RGS1 RHOC RLIM RNF125 RNF4 RPL18 RSF1 RUNDC3B SAMSN1 SCAF11 SCD SDF4 SEC63 SENP7 SLA SLAMF1 SLC25A36 SLC27A2 SLC43A3 SLMAP SMARCE1 SMS SPATA6 SRP72 STAG1 STC2 STRN3 STX12 SYPL1 TCF4 TEX2 TGS1 THEMIS2 TIA1 TJAP1 TMEM168 TMEM192 TMEM35A TNFRSF18 TOM1 TRIM40 TRMT2B TRPC4AP TUBB2A TXNIP UBFD1 UNK VAMP4 VIPAS39 WDR36 XBP1 YPEL5 YTHDF1 ZBTB10 ZC3H14 GSE32901_NAIVE_VS_TH17_ENRICHED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32901_NAIVE_VS_TH17_ENRICHED_CD4_TCELL_UP ABLIM1 ADD3 ADGRE5 ADH7 AMFR AMH ANKRD7 AQP11 ATAD2B ATP6V0E2 AXIN2 B3GALT5 BCL11B BTC C16orf54 C2orf42 CACNA1I CALHM6 CCDC117 CCNL1 CCS CD96 CDIPT CDK5RAP3 CLK1 CLK4 CMAHP CNGA1 CNOT4 CPA3 CPEB1 CRLF3 CXXC4 CYP26B1 CYTIP DAPL1 DCP1B DEAF1 DRD2 EHD3 ELF2 EML3 EPM2AIP1 EPO ETS1 FAM47E FAM78A FBXO30 FBXO33 FGD3 FHIP1B FHOD1 GABRP GGPS1 GIMAP6 GOLGA1 GRAMD1A GRAP2 GUCY2EP IL17RA INMT IQGAP2 ITGB7 KCNMB3 KLF4 KLHL21 KLHL6 KRIT1 LCK LDLRAP1 LEF1 LFNG LIG4 LMAN2L LTC4S MACF1 MAGEE2 MALAT1 MATK MEX3B MIR15B MIR16-2 MMP15 MS4A2 MTARC2 MYH8 MYOZ1 NKX6-3 NLRC3 NOL4 NSG2 NXPE3 OTULINL PARG PARP11 PDE2A PECAM1 PINK1 PLA2R1 PNRC2 PPM1H PPM1M PPP1R3F PRKCQ PRKD2 PSIP1 PTPN18 PYHIN1 RAB27B RANBP6 RFXAP RIT1 RMND5A S1PR1 SAP18 SCAI SCGB3A1 SELENOP SELL SENP2 SFXN2 SHD SLC15A5 SLC17A8 SLC25A45 SLC28A2 SLC35C1 SLC35G1 SLC39A6 SLC44A4 SMC4 SNTB1 SPOPL SRPK1 ST8SIA6 STK38 TBC1D23 TECPR1 TENT5C TLR3 TMEM119 TMEM170A TMEM18 TMEM71 TRIB2 TSC22D3 TTPA TUT7 UGGT2 USP28 VAPB VIPR1 WNT9B ZC3HAV1 GSE32901_NAIVE_VS_TH17_NEG_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32901_NAIVE_VS_TH17_NEG_CD4_TCELL_DN ABAT ADAM2 ADAMTS8 ANKS1B ANLN AOC3 ARHGAP8 ASIC1 ATP6V1G3 BCAS1 BEND4 BFSP1 BLNK CCBE1 CCDC112 CCDC146 CCDC96 CCL4 CCNE1 CD68 CD74 CD79B CD83 CDC20 CETN1 CKAP2L CLEC12A CLEC4F CNTN4 COL22A1 COL5A2 CPD CPNE5 CPZ CSK CXXC5 DLGAP5 DNASE1L2 DTL E2F7 EXO1 FCMR FJX1 GALR1 GFRA1 GRIA2 GUCA2B H3C4 HEPACAM2 HOXB13 HOXC5 IFI30 IFNA4 IFRD2 IGF1 INA INHBA JPH3 KCNMA1 KCNQ4 KRT36 KRT78 KYAT3 LACTB LAT2 LRCH2 LRRC3 LRRIQ1 MAST1 MIR125A MIR129-1 MIR384 MKI67 MMRN2 MSX2 MYBL2 MYL1 MYO1B MYOM2 NANOG NCF1 NFE2 NPFFR1 ODC1 PAFAH1B3 PEBP1 PLD4 PLG PLP2 POLQ PROM1 PTN PTPRK RGS16 RPS4Y2 RXFP3 SCGN SEMA7A SERPINA9 SHC4 SLC26A8 SLC38A4 SLC6A4 SLC8A3 SRM SRSF2 SYT10 TCF19 TNC TNFAIP6 TNFRSF13B TNFRSF13C TNFRSF9 TPX2 TRIP13 TSC22D3 TUBD1 TULP3 TWNK UBE2M UNC93B1 UPK3B WDFY4 XIRP2 ZC3H10 GSE32901_NAIVE_VS_TH17_NEG_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32901_NAIVE_VS_TH17_NEG_CD4_TCELL_UP ADAM9 AHCYL2 ANLN ANXA4 ASF1B B4GALT5 BANK1 BID BLK BLNK BUB1B CANX CAPG CARS1 CASP8 CCNA2 CCNF CCR4 CCR6 CD19 CD2 CD22 CD24 CD38 CD74 CD79A CD79B CD83 CDC25C CDCA2 CENPE CENPH CENPI CFP CISH CKAP2L CKS1B CLSPN COBLL1 CPD CR2 CRYL1 CSTB CTNNA1 CTSH CTSZ CXXC5 CYBB CYFIP1 DDOST DET1 DGAT1 DNAJB13 DTL E2F8 ECM1 ECT2 EEA1 EGR2 EHD4 EIF4B ENTPD1 ERGIC3 ETFB EVI5 FAM183BP FCMR FCRL1 FCRLA GRN GSTT2 GTSE1 GZMB H4C8 HAT1 HDAC1 HMGN3 HMMR HSP90AB1 HYCC1 IFI30 IGF2BP3 IMPA2 INCENP IRF4 ITPR1 KIF11 KIF15 KIF20B KIF23 KIF4A KLF17 KMO KNL1 KNTC1 LAT2 LIG1 LPCAT3 LY6D LY86 LY96 LYN MCRS1 MED7 MEF2C MIS18BP1 MKI67 MPEG1 MS4A1 MVP MYC MYO1C MYO1E MYO1G NAPSA NCAPD2 NFKBIZ NIBAN1 NKG7 NUDT22 NUF2 NUP205 ODC1 PIK3C2B PIM1 PLD4 PLIN2 PLK2 POLE2 POLR1H PPARG PPP2R3A PRC1 PROS1 RALGPS2 RASGRP3 S100A6 SCD SDC4 SEMA7A SERPINA9 SHCBP1 SLC27A2 SLC37A2 SLC43A1 SLC43A3 SNRPD1 SPI1 SPIB SRSF2 STIL SYPL1 TCF19 TCF4 TEX15 TGM2 TK1 TMEM176B TNFRSF13C TNFRSF18 TNFRSF4 TNFRSF9 TNIP3 TPX2 TRAF7 TRIP13 TXNDC5 UBE2L3 USP10 VAV2 WDFY4 XBP1 GSE32901_NAIVE_VS_TH1_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32901_NAIVE_VS_TH1_CD4_TCELL_DN ABI2 ABRAXAS1 ACADL ACOT7 ADNP2 AEN AGA ALKBH6 ATL2 B9D1 BCAR3 BID BLK BLNK C1orf54 CAPG CBX5 CCDC50 CCL4 CD180 CD19 CD38 CD74 CD79A CD79B CD80 CD83 CDC20 CEP170 CHD1 CISH CKS1B CLTB CNOT9 CTSH CYBB D2HGDH DDX1 DEPDC1 DNMT1 DTYMK E2F7 ECH1 ECM1 EGR2 EIF5B ESCO2 ETFB EXOC4 EXOSC9 FAM183BP FCGR2B FCHSD2 FCMR GAS2 GEN1 GNL3L GPLD1 GSTT1 GSTT2 HADHA HMGN3 HTR6 IFI30 IL21R INTS2 IPO11 IQGAP3 IRAG2 IRF8 KCNMA1 KIF18A KIF20B KLF1 KLRG1 KPNA1 LARP4 LRSAM1 LY6D LY86 LYN MAEA MCM10 MCRS1 MEF2C METAP1 MIPEP MIR155 MIR212 MIR31 MRE11 MRPL2 MS4A1 MSRB3 MYC NAPSA NEK2 NFKBIZ NOL10 NR4A1 NTRK3 PAQR3 PASK PAX5 PCDHB1 PES1 PHACTR4 PHKA2 PIK3R6 PLD4 PLEK PLK2 PMAIP1 PMF1 PPARG PPP1R7 PROS1 PTPN6 RAD51B RAD54L RALGPS2 RASGRP4 RCL1 RFC1 RGS12 RNASE6 RNF41 RPF2 RTN4IP1 S100A1 SAMSN1 SCD SCPEP1 SEC11C SEMA4C SEMA7A SERPINE2 SH3BGRL SLAMF7 SLAMF9 SLC25A19 SMARCB1 SMARCC1 SMC3 SPC24 SPG21 SRPK3 ST13 ST6GALNAC4 SULT6B1 SWAP70 SYPL1 TFPI THEMIS2 TIGD3 TMEM138 TMEM167A TNF TNFRSF13C TNFRSF18 TNFRSF4 TNNC1 TOP1MT UNC93B1 URM1 VANGL2 WDFY4 WDHD1 ZCWPW2 ZNF106 GSE32901_NAIVE_VS_TH1_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32901_NAIVE_VS_TH1_CD4_TCELL_UP ABTB2 ACSM2A ADD3 ADRB2 ALS2CL AMDHD1 AQP8 ARAP2 ARHGEF16 ARMC7 ASPG ATP6V1B1 BGLAP BNC2 C19orf38 C8B CAMK1G CASKIN1 CC2D2A CCNB3 CD96 CDKN2AIP CHD3 CLXN CMAHP COA4 CRACR2A CSF1R CXCR4 DDX31 DIO1 DPP6 EHBP1 ELOVL7 EMILIN1 ENC1 ENTPD5 ESYT2 EXOC8 FABP5P2 FAM78A FBXO41 FLRT2 FREM1 GPRC5B GRAMD2B GTF2I GVINP1 H2AC6 HACD1 HDAC5 HK3 HTRA4 IFI16 IL16 IL17RA IL23R IRAK3 ITGA4 KCNB2 KCNH1 KCNK4 KIR3DL1 KLF2 KLHL42 LATS1 LBR LSMEM2 LYPD6B NDRG3 NR0B1 NRARP NRF1 NUDT18 NUDT19 OLFML3 PARP11 PARP14 PCDH20 PCDHB3 PDE2A PDE3B PDHA2 PGAP6 PHF20L1 PITPNM1 PLCH2 PLPP5 PSTK PTHLH PTPRB RAPGEF4 RNASEH2C RNF128 RNF32 RRN3 RTP4 RUNDC1 SCML4 SEMA4F SENP8 SHISAL2A SKAP1 SLC12A7 SLCO3A1 SLURP1 SMAD7 SNTB1 SPNS1 SPO11 SRPX2 ST6GAL1 ST8SIA1 ST8SIA6 TBC1D4 TENT5C THBS1 THEMIS TMEM43 TMEM79 TST UNKL VEGFC VEZT VIPR1 WDR86 ZFP57 ZFP82 ZNF250 ZNRF2 ZUP1 GSE32901_TH17_EMRICHED_VS_TH17_NEG_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32901_TH17_EMRICHED_VS_TH17_NEG_CD4_TCELL_DN ABCB9 ABCC5 ABCG2 ABHD2 ABI1 ABTB2 ACAA2 ACADL ACSS1 ACSS2 ACVR2A AFTPH AGK AIP ALS2CL AMH ANKRD50 AP5M1 ARAP1 ARHGAP9 ARV1 ASB8 ATPAF1 ATXN10 BCL6 BCL7B BLMH BZW2 CAMK1D CAMK2D CCPG1 CD40LG CENPQ CHD2 CHST15 CISD2 CLASRP COIL CPSF4 CTSA CYTIP DENND4C DENND6B DGAT1 DHX30 DIP2A DMAP1 DNAJB1 DNAJB13 DNAJC25 ECH1 EGLN1 EHHADH EPC2 FAM107B FAM183BP FAM78A FAM83F FBXL12 FBXL20 FBXL6 FGFR1OP2 FHIP1B FOXO4 GABPA GLIS3 GRAMD2B GTF2I GTF2IRD2 GVINP1 HACE1 HAPLN1 HCLS1 HDAC6 HIF1A HLTF HPS1 HS2ST1 IFIH1 IL17RA IP6K2 IRF9 JOSD2 KCNJ2 KCTD2 KHNYN KIF3A LPAR3 LRRC51 MAP2K6 MIEF1 MIEF2 MIR421 MLST8 MOSPD2 MYO3B NAPG NDE1 NDRG3 NEIL1 NEK7 NFKB1 NFKBIA NFKBIZ NIPAL3 NISCH NPLOC4 NSD3 OTUB1 OTUD1 PANX1 PARP11 PDE2A PDE3B PDE7A PDLIM5 PIK3C3 PLIN2 PLK2 PNPLA7 PPFIBP1 PPP2R2A PPP2R5E PREB PRKCQ PTPN22 RAB8A RAD51D RANBP9 RASSF7 RIC8B RNF125 ROCK2 RRAGA RTN4 RTP4 RUNDC3B SCAI SELENOP SERINC5 SHARPIN SIN3B SKAP1 SLA SLAIN1 SLC12A4 SLC12A7 SLC26A11 SLC27A2 SLC52A1 SMAD7 SMARCD2 SMCHD1 SNTB1 SPATA13 SPO11 ST8SIA1 SUMF1 TCP11L2 TMEM35A TMEM43 TNFAIP3 TOM1 TRABD TRAF1 TRIM33 TTC32 TXNIP UNKL VPS37B WRN YPEL2 ZFP36 ZFP69 GSE32901_TH17_EMRICHED_VS_TH17_NEG_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32901_TH17_EMRICHED_VS_TH17_NEG_CD4_TCELL_UP ACE ACOT6 ACTRT1 ADRB2 AIPL1 AMOT ARFRP1 AXIN2 BAHCC1 C16orf54 CBLN3 CBX8 CCDC73 CCS CD302 CLEC4G CNDP1 CNKSR2 CNMD CNP CRCT1 CXXC4 CYP26B1 CYP4B1 DNAJB2 DNAJC19 DNAJC22 DOK2 DRD5 DYNLT5 EIF2B4 EIF3K EPM2AIP1 ETV2 EXOC8 FAM168B FAM83E FBXO33 FGF17 FOXP2 GHR GHSR GLS2 GNA14 GPR137B GPR173 GRM2 GSTP1 H2AB1 HAPLN3 HCST HSD11B1 HSD17B7 HSD3B1 KCNMB3 KIF26A KLHL21 KYAT3 L2HGDH LIPT1 LMLN LPO LRRC56 MAGEL2 MAP3K21 METTL13 MIR125A MIR150 MIR16-1 MIR187 MIR485 MIR495 MSRB2 MYH8 MYOZ1 NDUFA12 NOM1 NUDT8 NXF3 NXPE3 NXT1 OPRPN OSBPL5 OTP PADI6 PANX2 PKD2 PLA2G12A PRRG3 PRSS51 RHOU RHOV RPL8 RPS13 RPS8 SBK2 SCN3B SDSL SEC61G SH2B2 SLC17A8 SLC26A3 SLC38A8 SLC5A3 SLC66A2 SLC9A3 SVIP TACR2 TENT5C TGFBI TLR3 TMEM121B TMEM200B TMEM220 TMEM26 TRA2A TRIB2 TRMT12 TSC22D3 TSSC4 UFSP1 UGGT2 UNC13B UPP1 VEGFD VTN WASHC3 ZFP57 GSE32901_TH1_VS_TH17_ENRICHED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32901_TH1_VS_TH17_ENRICHED_CD4_TCELL_DN ACOT1 AGGF1 AHSA1 AMFR ANAPC16 ANKFN1 ANKRD53 ANXA4 AOC2 ARL5C ASB13 ATP6V0E1 BSCL2 CAMK2N1 CAMLG CCDC69 CD300LD CD302 CD82 CDK5RAP3 CDX1 CHKA CIAO2B CLDN16 CNGA1 CNPY2 CRADD CRIP1 CRLS1 CRYL1 DERL1 DNAJA3 DNAJC18 DOHH DPPA4 EIF2B4 EIF3C EML3 ENTR1 ETV2 EXOSC2 FAM118B GGTA1 GKN2 GNB5 GOLT1B GPR155 GRB2 GSTP1 GTF2H3 HDAC1 HMGCS1 HSD17B7 HSPBAP1 IER5 IL21 INHBC IPO5 KCTD20 L2HGDH LANCL3 LCORL LIPI LRRC56 LRRC63 LY9 MCCC2 MCRS1 MDH2 MEPE METTL21A MIF4GD MIR1-2 MIR367 MIR491 MIR532 MMP20 MMP9 MRPL49 MRPL50 MTARC2 MTRR NDUFA12 NDUFS8 NEPRO NF2 NPC2 OAT ORM1 OSGEP OSGIN2 P2RY13 PABPC4L PACRGL PACSIN2 PANK4 PCYT2 PEF1 PES1 PFDN6 PFKL PHB2 PHLDA1 PHPT1 PHYHD1 PINK1 PPP5C PRMT1 PRPF38A PSMA5 PSMD4 PSMD9 PSMG4 PTPMT1 PTPN18 PYGB RELN RFXAP RHOB RILP RNASE12 RNF41 RPL13 RWDD1 SART3 SDR16C5 SEPHS2 SFMBT1 SFXN2 SIRT4 SIVA1 SLC15A1 SLC25A45 SLC37A2 SLC39A7 SMR3A SNORD96A SYTL2 TACR2 TATDN2 TBRG1 TIMM17A TMEM107 TMEM186 TMEM223 TNFAIP8 TOMM40L TOMM5 TRADD TRAF7 TTC9 TXNDC5 VPS16 WDR17 WDR24 YARS1 GSE32901_TH1_VS_TH17_ENRICHED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32901_TH1_VS_TH17_ENRICHED_CD4_TCELL_UP ABCB9 ABI1 ABLIM1 ACBD3 ADD3 ADSS2 AGPS ARHGAP4 ARHGAP9 ARHGEF18 ARMC2 ATAD2B ATP1B3 ATP6V0E2 BCL11B BRF1 BRMS1 CASP8 CAST CAVIN4 CCDC126 CD9 CDK20 CHD1 CHD7 CILK1 CORO1A CREBZF CRIM1 CSNK1G2 CUL3 CYTIP DDX46 DDX5 DDX6 DGKA DGKE DHRS7C ELL ELMOD3 ELOVL5 ERBIN EXT1 FAM133B FAM183BP FAM78A FBXO22 FCHO2 FGGY FHIP1B FMN1 FNDC8 FRS2 GARIN1A GIMAP3P GIMAP6 GJC2 GNAI2 GRAP2 HACE1 HECTD1 HLCS IFT80 IL2RB ILK INPP4B INPP5K IPCEF1 IREB2 ITCH ITSN2 JAK1 KCTD11 LARS2 LASP1 LCK LEF1 LONRF3 LRRC43 LRRC61 LRRIQ1 LYPD6B MAGEE1 MAP3K7 MAPK14 MED13 MIER1 MLLT10 MYADML2 MYBPC3 MYH9 NEDD4L NR3C1 OLFML3 PAIP1 PAN3 PARD3B PECAM1 PELI1 PHIP PIM1 PITPNM1 PLA2G3 PLCL2 PLCXD2 POLD4 PPM1H PPP6R2 PPP6R3 PREX1 PRKACB PRKCQ PTBP2 PTPN22 PTPRC RAB11FIP1 RAD51D RANBP9 RBM28 RCSD1 RDH12 RFX3 RIPOR2 RNF25 RSF1 S1PR1 SELL SENP2 SENP7 SEPTIN6 SIPA1L1 SLC17A8 SLC25A41 SLC26A7 SLC27A2 SMAD7 SMC4 SNAPC3 SORL1 SPICE1 SSH2 STAT4 STK38 STT3B SYNGR4 TAF5L TAOK1 TAX1BP1 TBC1D23 TCF7 TECPR1 TMEM168 TMEM30B TMEM59 TMEM63A TNKS TOM1 TOP2B TRAF1 TRIM40 TSEN15 TSPAN13 TXNIP UNKL VTI1A WDR33 XPR1 YPEL3 YTHDF1 ZC3HAV1 ZEB1 ZFAND3 ZNF394 ZNRF1 GSE32901_TH1_VS_TH17_NEG_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32901_TH1_VS_TH17_NEG_CD4_TCELL_DN ACOT11 ACP1 ADGRB1 ADORA2B ADSS1 ARL2 BACE2 BCAR3 BID CAPG CASP4 CBX5 CCDC184 CCL3 CCL4 CD163L1 CD19 CD24 CD79A CD83 CDC20 CDCA8 CES1 CFAP44 CHMP4C CKS1B CLMN CLN5 CNP COPZ2 CPLX3 CWH43 DCC DMPK DNAJB2 DNAJC22 DNAJC5G DRP2 DSTN DYNLT2B EGR2 EME1 FAM167B FAM43A FASTKD3 FCMR FIGNL1 GDF6 GPR137C GPR37 GPR68 GSTM1 HLF HPGDS HSD17B7 HTR6 IGHM IL1RAPL2 INTS2 IRAG2 ITPRIPL2 JPT2 KCNJ15 KRT24 KRTAP5-4 KRTDAP LAGE3 LPO LY6D LY6G5C LY86 MARCKSL1 MIR187 MIR212 MIR370 MOV10L1 MPV17 MRPL55 MS4A3 MSRB2 MUC5B MX1 MYL1 NAPSA NASP NDC80 NELFCD NELL1 NPS NTRK3 OPN5 PDCD1 PDZRN4 PGK2 PGRMC2 PHEX RAD54L RFC2 RHOU SCN3B SEMA4C SH3TC1 SLC4A4 SLC5A3 SLITRK3 SLPI SNF8 SNORA19 SSX2IP SVIP SWAP70 TIGD5 TLE1 TMEM126A TMEM26 TMOD2 TNFAIP8 TNFSF9 TUBD1 UNC13B UPP1 USHBP1 USP26 ZCWPW2 GSE32901_TH1_VS_TH17_NEG_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32901_TH1_VS_TH17_NEG_CD4_TCELL_UP ADGRG1 ANKRD17 AOC1 APOM ATF2 BGLAP BPIFB3 CAMK1G CASP2 CD207 CD38 CDYL2 CPNE4 CSF2RB CSPG5 CXCR4 DCAF1 DEFB1 DOCK5 DR1 DTX4 EIF2A EIF5 ERBIN ERO1B FAT2 FCHO2 FGFR1 FNBP4 GCH1 GJE1 GLCCI1 GLRX2 GLT8D2 GPATCH8 GTPBP10 H2AC6 HACD1 HDDC3 HGD IGDCC3 IGSF9B INTS6 IPCEF1 IRAK3 JAZF1 KCMF1 KCTD14 KRTAP1-3 LARP4 LATS1 LNPEP LRRC59 LSMEM2 MALT1 MAP3K13 MCOLN3 MED12L MIR128-2 MIR191 MIR23A MIR455 MMP21 MMRN1 MOS MOSPD3 MSMO1 MTHFD1L NPAS2 NUDT11 OC90 OSMR P2RX1 P2RY1 PA2G4 PAN2 PAQR3 PCDH17 PGGHG PHKB PI15 PID1 PIEZO1 POLD3 PRSS16 PTPRO RASGRP4 RBL1 RNF38 RNPS1 SAMHD1 SCN5A SCN7A SCPEP1 SETD2 SFXN5 SHOC2 SLAMF9 SLC25A36 SLC26A9 SLC27A2 SLC29A3 SLC6A19 SPDL1 SRGN SRPRA SRPX2 STAT3 STAU2 SUSD2 SYCP2L TAP1 TBL2 TCF12 TEX264 TGM6 TIA1 TLE6 TLN2 TMC3 TMEM255A TMEM39A TUT4 UGCG URI1 UTP4 VEZT VIPAS39 ZFAND3 ZFP36 ZSWIM1 GSE32986_CURDLAN_HIGHDOSE_VS_GMCSF_AND_CURDLAN_HIGHDOSE_STIM_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32986_CURDLAN_HIGHDOSE_VS_GMCSF_AND_CURDLAN_HIGHDOSE_STIM_DC_DN ABITRAM ACOD1 ADAM17 AEBP2 APEX1 ARHGEF37 B3GALNT2 BCL11A BCL3 BIRC3 BRI3BP BRPF1 CALHM6 CAND1 CASP4 CCDC87 CCL22 CCL4 CCR7 CCRL2 CCSER2 CD40 CD69 CD83 CD86 CDC42EP2 CFLAR CHDH CIITA CLEC4E CLRN3 CNFN CNN3 CSRNP1 CXCL1 CXCL10 CXCL3 DDR1 DENND4A DLGAP2 DNAJA2 DUSP1 DUSP2 DUSP5 DYRK2 EGR1 EGR3 EHD1 EML4 ETS2 FAS FBRS FCHSD2 FILIP1L FNBP1 FNDC4 FOXP4 FPR2 GADD45B GEM GPR132 GPR84 GRK3 HCK HDAC1 HERPUD1 HES7 HIVEP3 HLA-B HLA-DRB1 ICAM1 ICOSLG IFT57 IKBKE IL10RA IL1A IL1B IL1RAPL2 IL4I1 IRAK2 IRF1 ISG15 ITGA5 JAK2 JARID2 JUNB KCNV2 KCTD11 KDM6B LCP2 LIMD2 LMO4 MAFF MAPKAPK2 MARCKSL1 MED13L MEFV MIER3 MLLT6 MMP14 MMP17 MOB3A MRAP2 MTMR14 N4BP1 NCF4 NECTIN1 NFKB1 NFKB2 NFKBIA NFKBID NFKBIE NFKBIZ NLRP3 NOL7 NR4A1 NR4A3 NUPR1 OLR1 PDE4B PIM1 PKIG PLEKHO2 PPFIBP2 PPP1R11 PPP1R15A PPP6R1 PRDM1 PRRC2A PSPC1 PSTPIP2 PTGER4 PTGIR PTGS2 PTPN6 PTPRJ RAB20 RALGDS RARRES2 RASGEF1B RASSF4 RCAN1 REL RELA RELB RFX5 RNF19B RPL19 RPS18 RRAD RUNDC3A SAMSN1 SCIN SDC4 SEMA6D SERPINB9 SKIL SLC2A6 SLC30A4 SLC31A2 SLC44A2 SLFN12L SNHG17 SNN SNRPD3 SOCS3 SOD2 SPAG6 SPATA13 SPIC SPNS3 SPRED1 STAT5A STX11 SUB1 SWAP70 TAGAP TBC1D8 TLR2 TNF TNFAIP2 TNFAIP3 TNFRSF1B TNFSF9 TNIP1 TRAF1 TRAF3 TRIM69 TSPAN15 U2SURP UBE2F VASP ZBED3 ZC3H12A ZC3H12C ZC3H7B ZEB1 ZFP36 ZNF516 ZRANB2 GSE32986_CURDLAN_HIGHDOSE_VS_GMCSF_AND_CURDLAN_HIGHDOSE_STIM_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32986_CURDLAN_HIGHDOSE_VS_GMCSF_AND_CURDLAN_HIGHDOSE_STIM_DC_UP ABCC4 ABCD3 ABHD4 ABTB1 AIFM2 AKAP11 ANAPC7 APOBEC1 ARHGAP9 ARMC2 ATP6V1C1 ATP8B4 BAZ2B BLOC1S1 BLVRA BUB1 C19orf47 C1orf54 CACFD1 CAMK1 CCNG2 CD68 CDKAL1 CDKN1B CERT1 CGGBP1 CHKB CHPT1 CNPY4 COLEC12 CPT1A CRYL1 CYFIP2 DCAF6 DHX40 DIP2A DNAH2 DNAJC12 DNMT1 DTNBP1 DYNLT1 E2F7 FAM32A FBLIM1 FBXL8 FBXO8 FECH FGFBP3 FKBPL FTO FUOM GABARAPL1 GABPB2 GALNT4 GET3 GLG1 GLT8D1 GOLGA2 GRB2 GSTO1 HCFC1R1 HEXB HFE HMG20A HPGDS HSD3B7 IFIT3 IL16 ILK INCENP ING1 INPP1 INTS6L KIAA1522 KIF5A KLF3 LAMTOR4 LIN37 LIX1L LPIN2 LPXN LRMDA LRRC61 MAP3K9 MAVS MED23 METRNL METTL7A MFAP3L MINDY2 MSL3 MSRB2 MXD1 NAGK NAT1 NAT9 NCOA2 NEURL1B NMRK1 NPRL2 NT5M OARD1 OGA OIT3 OMA1 OPHN1 PARP11 PDK2 PDLIM4 PDP1 PDPR PHF21A PHKA2 PLCL2 PLEKHM3 PLPP6 PLXNB2 PMP22 POLD3 PPM1H PRIMPOL PSEN1 PTPRA PURG RAB32 RAD50 RAPGEF3 RAPH1 RASSF3 RASSF8 RBL1 RCBTB2 RCHY1 RELCH RETREG2 RFWD3 RIT1 RMND1 RNASE4 RNASEL RNPEP RPA1 RRAGC SEL1L3 SEMA4D SENP8 SERPINB6 SERPINE2 SIL1 SLC35F5 SLC66A3 SLC7A7 SLFN5 SMC2 SMPD1 SMPDL3A SORL1 SPRY2 SQOR SSH3 STAG2 STARD8 STAT4 STOM SURF1 SUSD1 SYNGR1 SYNJ1 SYNPO2 TANC2 TAX1BP1 TBC1D31 TBC1D9 TCIRG1 TET1 TIFA TLR4 TMEM126B TMEM18 TMEM38B TNKS TOM1 TPGS1 TRIM6 TSPAN3 TST UBE2R2 UBL3 USP21 VAMP2 VPS11 WBP1L WDR62 WLS ZBTB11-AS1 ZFYVE1 ZFYVE26 ZNF467 ZRANB3 GSE32986_CURDLAN_LOWDOSE_VS_CURDLAN_HIGHDOSE_STIM_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32986_CURDLAN_LOWDOSE_VS_CURDLAN_HIGHDOSE_STIM_DC_DN ABCC1 ABHD6 ADAM23 ADAP1 AGRN ALAS1 ARIH1 ATXN7L1 BCL2A1 C3 CASP4 CCL2 CCL4 CD80 CDYL2 CFLAR CHAMP1 CHD2 CIITA CLEC5A CRTC2 CSF2 CX3CL1 CXCL16 CYRIA DAPP1 DNAJA2 DONSON DOT1L EBI3 EDNRB EIF6 EML4 ETV3 EXOC3L4 EXT1 F3 FABP3 FAM20C FAM241A FAS FGR FLRT3 FNBP1L FOXP4 FPR2 FZR1 GADD45B GAS7 GCA GPBP1 GPD2 GPR17 GPR85 GRAMD1B GRHL1 GRWD1 GSAP GSPT1 HCK HERPUD1 HIVEP1 HLA-DRB1 HSPA1A HVCN1 ID2 IFIT1B IFIT2 IFIT3 IFRD1 IKBKE IL12B IL1RN IL36G IL6ST IRAK2 IRF1 ISG20 ITPRID2 JAK2 JARID2 KLF10 LAD1 LCP2 LMO4 LRP8 LTB LYNX1 LYST MDM2 MET MIF4GD MMP14 MREG MRPS18B NAPSA NCF4 NCOA5 NCOA7 NECTIN2 NIBAN3 NINJ1 NIPAL1 NLRC5 NOP2 NR1H3 PDGFA PELI1 PEX16 PGLYRP2 PHLDA1 PIR PLAGL2 PLAUR PLK3 PLPP3 PLXNA2 PNRC1 POGK PPP1R12B PPP1R15A PRDM1 PROCR PSME2 PSTPIP2 PTPN2 PTPRE PTPRJ PTX3 RAB10 RAB12 RAB20 RABGEF1 RAPGEF2 RASA2 RAVER1 RBPMS2 RCL1 RELA REST RHBDF2 RHOF RSAD2 SCN1B SDC1 SDC4 SDE2 SEC23IP SEPTIN11 SERPINB2 SERTAD2 SF1 SIN3B SLAMF8 SLC13A5 SLC16A10 SLC2A1 SLC2A6 SLC31A2 SLC7A11 SMPDL3B SNX20 SOCS2 SOWAHC SPI1 SPRYD7 SQSTM1 SRGN SRP54 SRXN1 STBD1 STIM2 SUB1 SUSD6 SYK TGM2 THEM6 TMEM120B TMEM178A TMEM26 TNFAIP2 TNFRSF1B TNFSF9 TOP1 TOR3A TRAF1 TRAF3 TRPS1 TSR1 U2AF1 UAP1 UBE2F UBE4A VASN WDR74 ZMIZ2 ZNF516 ZNF654 ZNRF1 ZSWIM4 GSE32986_CURDLAN_LOWDOSE_VS_CURDLAN_HIGHDOSE_STIM_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32986_CURDLAN_LOWDOSE_VS_CURDLAN_HIGHDOSE_STIM_DC_UP AATK ABCD2 ABHD12 ACAP2 ACOT13 ACOX3 ADAMTS10 AFTPH ALOX15B ANGPTL4 ANKRD44 APC ARHGAP25 ARHGAP9 ARID1A ATG4C ATRAID BCL2L11 BMF BNIP3L BTBD1 C19orf12 CACFD1 CALHM2 CAMK2G CAMSAP2 CASP3 CAST CD28 CDCA2 CHMP1B CIPC CLDND2 CLEC7A CNKSR3 CNPY4 CNR2 COA6 CSK CXCR4 DAB2 DDIT3 DHRS3 DIP2B DNMT1 DYNLT1 ECH1 ELMOD2 ERLIN1 ESYT1 ETHE1 FAM110C FAM217B FBH1 FBXO5 FCGR2A FES FLI1 FOXO3 GADD45A GALNT9 GNS GOT1 GPD1L GPR146 GPR155 GRN H2BC5 HEATR5A HMG20A HPCAL1 HPS5 IGIP IKBIP INPP5D INPP5F INTS6L IPCEF1 ITGA6 ITGB2 ITSN1 KAT8 KIAA0513 KIAA1522 KIF13B KIF23 KIF5A KLHL6 L1CAM LGALS8 LONRF3 LPXN LUC7L3 LYL1 MACIR MAF MAN2A2 MARCHF6 MBTPS1 MCM10 MCM7 MCTP1 MDP1 MEF2C MERTK MESD METTL7A MFSD11 MFSD12 MINDY2 MKNK2 MOCOS MRPL24 MSRB1 NCBP2AS2 NDUFS5 NEURL2 NHERF1 NIN NTAQ1 OSGEPL1 OTUD1 PACS2 PAOX PCMTD2 PDE7B PDGFC PDP1 PGAP6 PHACTR4 PIKFYVE PLA2G15 POLR2E PPM1H PPP1R12C PSPH PURG R3HDM1 RAB11FIP5 RAPH1 RASSF3 RBFA RCBTB2 RELCH RELL1 RETREG1 RGS14 RGS2 RNASE4 RNASEL RNF144B RNF44 RPS6KA1 RTL5 SAMD1 SESN1 SGSH SIPA1 SLBP SLC18B1 SLC46A3 SLC8A1 SNX9 SRPK2 SSBP4 SSH2 ST6GAL1 STARD8 STARD9 STXBP5 SURF1 SVIL TBXAS1 TCF12 TET1 TFAP4 THRA TLR4 TM6SF1 TMCC2 TMCO1 TMEM106B TMEM126B TMEM170B TMEM230 TMEM65 TMLHE TNFAIP8L2 TPCN1 TPST2 UBN1 ULK1 UNC50 VSIR WDSUB1 ZC3H6 ZFP36L2 ZNF688 ZNF708 ZRANB3 GSE32986_CURDLAN_LOWDOSE_VS_GMCSF_AND_CURDLAN_LOWDOSE_STIM_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32986_CURDLAN_LOWDOSE_VS_GMCSF_AND_CURDLAN_LOWDOSE_STIM_DC_DN AACS ABCC1 ABHD17C ACACA ACOD1 AMPD2 ANKH ASAP1 ATP2A2 BATF3 BHLHE22 BMS1 BTG1 BTG3 C11orf24 C19orf48P C21orf91 CA2 CCT3 CCT8 CD40 CDH1 CDV3 CEMIP2 CHML CHST7 CIITA CLCN6 CLEC10A CMKLR1 CNN3 CRELD2 CTPS1 CYB5B DCSTAMP DDX27 DENND1A DGKA DHX37 DIABLO DIMT1 DUSP6 DUSP7 DYNC1LI1 ECE2 EGR1 EHD1 EID2 EIF3B EIF5 EIF6 ELAVL1 EMILIN2 EML4 EMP1 EPRS1 ERCC8 ERG28 ERH ETF1 ETS2 EXOSC7 F3 FCGR2A FDPS FKBP4 FOSL2 GNB4 GNL2 GPR171 GPR85 GSPT1 H1-8 HDAC1 HSD17B7 HSPA8 HSPA9 HSPH1 IFRD2 IL1B IL31RA INO80 INPP5B INTS2 JAK2 KCNN4 KCTD11 KLF7 KLF9 KRTCAP2 KTI12 LARP1 LSM7 LSS LTA4H LTB LYAR MAP2K3 MAPK1IP1L MARCHF3 MAX MCOLN2 MEG3 MFSD2A MON1B MRPS2 MTAP MYCBP2 MYD88 NAA15 NEPRO NFKBID NFX1 NHP2 NOA1 NOL8 NOP16 NSUN2 NUDT3 NUP153 NUP58 ODC1 OSTC PAK2 PDIA4 PDLIM7 PFDN2 PFDN4 PGS1 PHF5A PHLDA1 POLR1B POLR1F PPA1 PPP1R14B PRDX6 PRMT3 PRPF31 PRR14L PRRC2A PSMG1 PSTPIP2 PTPN9 PUS1 PWP1 QTRT2 RABEP1 RAI14 RANBP1 RARA RBBP8 RBM12 RBMXL1 RCC1L RCL1 REL RGCC RGL1 RMDN3 RRN3 RRP9 RWDD1 SDHAF2 SEC11A SEH1L SEPTIN9 SLA SLAMF8 SLC12A4 SLC35B3 SLC4A7 SLC7A1 SLC7A6 SNAPC4 SNRPD3 SNUPN SOCS1 SPATA5L1 SPHK1 SRFBP1 STAT5A SYDE2 TAF10 TBL3 TIMM8A TLR2 TNFRSF13B TNFRSF4 TOMM40 TRAF5 UBE4A UFM1 UTP15 VRK1 WDR43 ZFYVE19 ZMYND19 ZNF598 GSE32986_CURDLAN_LOWDOSE_VS_GMCSF_AND_CURDLAN_LOWDOSE_STIM_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32986_CURDLAN_LOWDOSE_VS_GMCSF_AND_CURDLAN_LOWDOSE_STIM_DC_UP AAGAB ABCC4 ABHD4 ACOT2 AIFM2 AK8 ALDH2 ANTXR2 APC APLF ASPM ATG4C ATP6V0D1 BAMBI BBS2 BCAP31 BCAS3 BLNK BLVRA BPHL C15orf61 C19orf38 C1orf54 C9orf72 CA9 CAB39L CACFD1 CACUL1 CCNF CD28 CD302 CD37 CDIP1 CDKN1B CELF2 CEP83-DT CHMP1B CLASP2 CLIP1 COPG2 CORO1B CPT1A CTNS CTSD CYFIP2 DEPTOR DHX40 DNMT1 DSCC1 DTNBP1 DYNLT1 E2F7 ECHS1 EEIG2 EMC3 EPB41L3 ERMARD EXOC4 EYA4 FAM234B FAM241A FAM32A FAM83F FCRL1 FIG4 FIGNL1 FTH1 FYCO1 GABPA GALNT4 GLT8D1 GPCPD1 GPX4 GRB2 GRN H3C14 HACL1 HAUS1 HAUS8 HTATIP2 HTR2B ITGB8 ITPR2 KAT2B KIF13B LACC1 LAT2 LHFPL2 LIX1L LRMDA LRP4 LRRC27 LRRC61 LY96 LYSMD3 MAN2C1 MARCHF6 MARVELD1 MBTPS2 MED30 METTL21A MFAP3L MFSD11 MINDY2 MTCP1 MTMR10 MYO1F NACC2 NAT9 NBN NCAPD2 NCOA2 NEURL2 NIBAN1 NKIRAS2 NMRAL1 NPL NR1H3 OARD1 OSER1 P2RX7 PACRG PACS2 PAQR7 PCMTD2 PCTP PDXK PFKFB3 PGD PHF3 PKP4 PLA2G7 PNPLA6 PPM1H PRIM1 PRUNE1 PTPRA PURG RAB6B RAD54L RASA4 RASSF3 RASSF8 RBL1 RERE RETREG1 RIT1 RNASE4 RNF34 RWDD2A SARAF SDF2 SDHA SENP8 SIPA1L2 SIRT2 SLC16A10 SLC29A3 SMIM19 SMPDL3A SORL1 SPG11 SPHK2 SQOR STAG2 STARD3 STARD8 STARD9 STK38 SYNPO2 TBC1D31 TCIRG1 TCTA TIFA TLR3 TMCC3 TMEM106A TMEM127 TMEM144 TMEM14C TMEM165 TMEM242 TMEM51 TMPO TNFAIP8L2 TOM1 TSPAN3 TTC30B TTC7A TUBGCP2 VPREB1 VPS26C WDSUB1 WWC2 YPEL3 ZC3H6 ZFYVE1 ZFYVE26 ZNF467 ZNF579 GSE32986_GMCSF_AND_CURDLAN_LOWDOSE_VS_GMCSF_AND_CURDLAN_HIGHDOSE_STIM_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32986_GMCSF_AND_CURDLAN_LOWDOSE_VS_GMCSF_AND_CURDLAN_HIGHDOSE_STIM_DC_DN ABLIM1 ADRA1B ADTRP AIM2 AKR1C1 ALOX5 ALPK1 ANK1 ANO4 ANXA13 ANXA2 ANXA2P1 AP2B1 ARR3 ASB9 ASNS ATOX1 BTNL3 BVES C10orf90 C18orf21 C1orf127 C1orf94 C3orf52 CALML5 CASP12 CAVIN3 CCDC197 CCDC62 CD28 CDH4 CDKN1A CDKN2D CEACAM21 CFAP68 CHN1 CLDN14 CLIC4 CLMP CNGA3 COA7 COLQ CPA6 CRADD CREB3L3 CTAGE1 CYP27C1 CYP3A4 CYTIP DAG1 DIXDC1 DMGDH DRC3 DST EDEM1 ETV1 ETV7 FAM107A FAM138D FAM230B FBXL21P FERMT2 FRMD4B GBP2 GJA10 HIVEP2 HLF HLX HMGN1 HSPA12A ICA1 IL1R2 IL23A IRAK2 ITGAE ITIH1 JUN KATNAL2 KDSR KIF5C KRT6A KRTAP19-5 KTN1-AS1 LCE2C LGALS1 LGALS3 LIMS1 LINC00299 LRRC46 LRRC49 LTA4H MAML3 MAP7D3 MAPK10 MARCHF10 MATCAP1 MDFI MEDAG METRNL MICOS13 MIR10B MIR302A MORN1 MSRB2 MTERF2 MYADM MYCBP NARF NBEAL2 NCF4 NDUFAB1 NRIP1 NSUN7 NUDT18 ODAPH OLAH OR13C8 OR1L1 OR1S1 OR2F2 OR5E1P OSMR PADI2 PCDHB8 PDE4DIP PDE5A PGAP2 PGC PIGY PKIB PLSCR4 PLXND1 PPP1R35 PPP1R36 PPP2R2B PROCR PRXL2C PTGDS PTPN13 PXK RANBP3 RASSF6 RCL1 RGMB RHEBL1 RNF148 RNF32-DT RORB RORC RPS18P9 RS1 S100A4 SATB1 SCGB3A2 SCIMP SCRN1 SCUBE1 SH3BGRL2 SH3GL2 SIRPB1 SIRPG SLC12A2 SLC17A3 SLC35G1 SLC39A1 SLC44A3 SLC4A10 SMAP2 SOX14 SOX5 SPINK7 SRD5A3 STK24 STN1 SYCE2 TDRKH TEF TENT4B TIFA TM6SF1 TMEM78 TMEM9 TPD52L3 TPT1P9 TPTE2P3 TRIM47 TSHZ3 TSPAN15 TTC22 TYRP1 UGT2B10 UGT2B4 VLDLR WDR49 WNT7A XIRP2 ZFHX4 ZNRF1 ZP3 GSE32986_GMCSF_AND_CURDLAN_LOWDOSE_VS_GMCSF_AND_CURDLAN_HIGHDOSE_STIM_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32986_GMCSF_AND_CURDLAN_LOWDOSE_VS_GMCSF_AND_CURDLAN_HIGHDOSE_STIM_DC_UP ABHD17A ABHD4 ABTB1 AGO3 AKAP11 AMDHD2 AMOT AP4M1 APC ARMC10 ASAH2 ASNSD1 ASXL2 AURKA BAMBI BEND4 BLNK BPHL BTBD3 C1orf54 CACUL1 CAMK1 CCDC28A CCNDBP1 CDK2 CDKAL1 CEP83-DT CHAF1B CLASP2 COMMD8 CTBP1 CTDSPL CYP4V2 DAGLB DCAF8 DCTN5 DDX3X DEAF1 DHX34 DMAC2L DOLK DPP4 DTNBP1 DUSP3 DYNLT1 EDEM3 EHMT1 ENTPD4 EPB41L3 EYA4 FADS1 FAM193A FERMT3 GADD45G GAN GAS2L3 GATM GET1 GMIP GOT1 GPR180 GSK3B GSN HAUS1 HERC1 HFE HMG20A HPCAL1 HS1BP3 IDH2 IDS IER5L IGIP INPP5D INSR KANK3 KIF11 KIF13B LANCL2 LBH LHFPL2 LRP1 LRRC27 LUC7L3 LY96 MAVS MBTPS1 MCM4 MCM6 MCRIP2 MFSD12 MGAT5 MGST1 MON1A MPHOSPH9 MROH1 MTSS1 NACC2 NAGA NAGK NAT9 NCBP2AS2 NCF2 NDST2 NDUFS7 NEURL2 NSD1 NSMCE4A NT5M NUDT16L1 OMA1 OPHN1 OSBPL2 P2RX7 PAK1 PDXDC1 PFKFB3 PGGT1B PHF21A PHOSPHO2 PLEKHM3 POGLUT2 PPIL2 PPWD1 PRC1 PREPL PRIM1 PRRG1 PTPN18 PURG R3HDM1 RAB11FIP5 RAF1 RANBP6 RAPH1 RBL1 RCHY1 RELCH RELL1 REPS2 RETREG2 RMND1 RNF130 RPS6KA1 RSRP1 RTN3 SARAF SDHAF4 SIDT2 SLBP SLC16A7 SLC25A11 SLC35F5 SLC38A10 SMPDL3A SNRK SPTBN1 SQOR SSH2 STK38 SULF2 TALDO1 TAX1BP1 TBC1D2 TBC1D9 TCIRG1 TEX261 TIA1 TLR3 TM6SF1 TMCC3 TMEM165 TMEM245 TP53INP2 TPST2 TRAFD1 TRMT2B TSC22D1 TSC22D4 TSPAN14 TTF2 TTYH2 UBL3 UGP2 UHRF2 VPS41 VPS4B WDR13 WDSUB1 YEATS4 YTHDC2 ZBTB11-AS1 ZBTB45 ZCCHC8 ZFYVE1 ZNF467 ZNF600 ZNF708 ZNF746 GSE32986_GMCSF_VS_GMCSF_AND_CURDLAN_HIGHDOSE_STIM_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32986_GMCSF_VS_GMCSF_AND_CURDLAN_HIGHDOSE_STIM_DC_DN AADACL2 ACACB ACCSL ACVR2A AHI1 ALDH18A1 ALDH5A1 ALOX12P2 ANAPC7 APBB1 ARHGAP29 ARMCX6 ASXL2 ATXN1 AXIN2 B3GNT2 BMPR2 BRI3 C19orf18 C1orf162 CAPN11 CAPZA3 CCAR1 CCDC88A CD84 CDK4 CDON CEP68 CHD8 CHKA CLCN6 CLGN CLIC6 CNNM3 CNOT1 CNR2 CYB5RL CYSLTR2 DDX28 DENND1B DGKH DIDO1 DMXL1 DNAH1 DNAI3 DNAI7 DOCK10 ENPP1 ENPP3 EPB41L3 ERICH3 EVI5 F11 FAM185A FCER1A FHL2 FMN1 FZD6 GEN1 GGA2 GLMP GLRX2 GPR137B GPR21 GPRASP1 HECTD4 HIRA HOMER2 HPS4 HPSE IGSF9B IL6ST IMPACT ING5 INPP5F IQCN ITPKB ITSN1 JADE2 KANSL1L KIF1B KMT2C KPNA6 LIMD1 LIMK2 LINC00910 MADD MAFG MAGEE1 MAN1C1 MAN2A1 MAPK1 MBOAT2 MCOLN3 MED15 MICAL3 MIR125B1 MIR26A2 MIR423 MLLT10 MORF4 MPHOSPH9 MRTFB MYOM1 NAP1L3 NAP1L5 NAPA NBPF7P NCOA3 NEDD9 NFATC3 NFIL3 NFKB1 NPC2 NSD3 NUDT13 NUDT9P1 OGG1 OR52H1 OR5AK3P OR5D18 OR9I1 OXGR1 PDLIM5 PECAM1 PER2 PFN2 PIK3CD PIK3CG PLK2 PPP1R12B PTGER4 RALGAPA2 RASGRP3 RBBP4 RTN4IP1 RTTN RUBCN SAA2 SEPTIN8 SERPINB10 SERPINB6 SERPINB9 SFMBT1 SGTA SINHCAF SLC12A6 SLC26A11 SLC30A1 SLC36A1 SLC39A14 SLC47A1 SMG1 SMG5 SMURF2 SNED1 SNORA30 SNORD115-8 SNRPN SPATA5L1 SPINT4 ST6GAL1 STAU1 STBD1 STEAP1 SYNE2 TAF1C TAS2R5 TERF1P2 TEX2 TEX261 TGFBR3 THOC1 TLR5 TMA7 TMTC2 TPP1 TRIM2 TSC22D1 UGP2 USP11 VAC14 VPS18 VWA8 WDTC1 WEE1 YJU2 ZEB1 ZFYVE26 ZHX2 ZNF280C ZNF318 ZNF676 ZNF682 ZNF738 ZNF788P ZNF799 ZSCAN9 GSE32986_GMCSF_VS_GMCSF_AND_CURDLAN_HIGHDOSE_STIM_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32986_GMCSF_VS_GMCSF_AND_CURDLAN_HIGHDOSE_STIM_DC_UP ABCC3 ABCG1 ABHD12 ADAM18 AMACR ANGPTL4 ANXA3 APH1B APPL2 AQP7 ARHGAP19 ARHGAP24 ARPC1B ARRDC3 ASB4 ATP6V0D1 ATP6V1B2 BBS5 BLVRA C19orf38 C6orf62 CAMLG CD200R1 CD300C CD48 CD93 CDPF1 CDS2 CEBPA CERK CERT1 CLMP CNKSR3 CNRIP1 COMT CPEB3 CPT1A CRYL1 CTC1 CTSA CTSK DBP DDX27 DENND2A DNA2 DPP7 DUBR EHD4 ENC1 FAM110B FAM110C FAM219B FAM89B FBXO32 FBXO8 FGF13 FGF3 G3BP2 GAB2 GADD45G GAK GALNT4 GAS6 GAS8 GATM GLB1 GMNN GPR155 GPT2 GUSB GYG1 HACD4 HEBP1 HEY1 HIPK2 HK2 HMX1 IGF1 IL11RA IL1RL2 KIAA0513 KIAA0930 KIF3A KRTAP13-2 LAMP1 LEPROTL1 LONRF3 LPAR6 LRP4 LTB4R2 MAFB MAPK9 MBTPS2 MDFIC MEAK7 MERTK METTL21A MFSD11 MFSD12 MINDY2 MLKL MMAA MOCOS MRM2 MRTFB MTLN MTO1 MXD4 MXI1 MYLIP MYO1E NATD1 NPC2 NQO2 NR1D2 NRBF2 NSD3 OSBPL11 PDE7B PDSS1 PDXK PGD PGRMC1 PHYH PI4K2A PLA2G15 POLR2G PPP1R12C PPP1R3B PREPL PRMT9 PRRC1 PSEN2 PTPN20 PTPN21 QDPR RAB11FIP5 RAB3IL1 RAP2A RASA1 RCAN3 RCOR3 REPS2 RGS2 RHOB RMND1 RNF144B RO60 RRAGC RRAGD RTL5 S1PR1 SDC3 SENP8 SLC10A7 SLC16A6 SLC18B1 SLC26A11 SLC35F6 SLC36A4 SLC3A2 SLC40A1 SNX24 SOCS6 SORD SPRY2 ST6GAL1 STXBP5 SYNGR1 TATDN3 TBC1D2 TBC1D24 TCEAL8 TEC TESK2 THBD TIMP2 TM6SF1 TMEM230 TMEM41B TMEM50A TMEM86A TMEM87B TP53INP1 TPST1 TRIM14 TRIM44 TSC22D3 TSTD1 TTC39A UBE2T UGDH VPS41 VWF WDR7 WWC2 YPEL2 ZBTB16 ZNF438 ZNF839 GSE32986_GMCSF_VS_GMCSF_AND_CURDLAN_LOWDOSE_STIM_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32986_GMCSF_VS_GMCSF_AND_CURDLAN_LOWDOSE_STIM_DC_DN ACVR1C ADD2 AK5 ALMS1 AMIGO1 ANGEL1 APBA2 ARHGAP32 ARHGEF1 ATP1A1 BCL2 BEX5 BTBD9 CACHD1 CAMK1D CASP10 CCDC180 CD55 CENPV CFAP44 CFAP68 CHMP7 CUBN CYB5D1 DDX31 DGKD DHRS3 DHX58 DNAJB1 DNMT3A DTWD2 DYNLT3 EFCAB13 EML5 ENGASE EPB41L4A-AS1 EPHA1 ERMN FAM86DP FLACC1 FNBP4 FOXP1 GABBR1 GAL3ST4 GCDH GCSAM GPRASP1 HAUS5 IFIT1 INPP5A INTS6L IPCEF1 IQCN ITGA5 ITGA6 ITPKB JADE1 JADE2 KANSL2 KAT6A KLF12 KLF2 KPNA5 LDLRAP1 LEPROTL1 LETMD1 LFNG LINC03009 LINS1 MAML2 MAN1C1 MBNL1 MDS2 MORN1 MPP1 MPP7 MSX2P1 MYLIP NCK2 NDRG2 NFKBIZ NKAPP1 NOG NOL4L NOSIP NPAT NUAK2 OLFM2 OR52N4 OXNAD1 PCED1A PDK1 PECAM1 PER2 PEX3 PHF1 PIAS1 PILRB PLAC8 PLCL1 PLPP6 PLXDC1 POLI PPFIBP2 PRKCA PSMG4 PTK2 PTPRO PXYLP1 RALGPS2 RASA2 RASGRP2 RBM19 RBM8A RBMS1 RETREG1 REV1 REX1BD RGCC RHBDD1 RIMKLB RNF157 RPL30 RPL34 RPL37A RPL5 RPL9 RPS20 RPS27A RPS3A RPS8 RYK SARAF SBDS SBF2 SCARNA17 SCML1 SECISBP2 SH2D3A SIN3B SLC25A37 SLC38A6 SLC4A5 SMARCA1 SNORA27 SNORA75 SNORD102 SNORD4A SNORD61 SNRK SNRPA1 SPTBN1 SSH2 STN1 SULT1A1 SUPT3H SVIL SYDE2 TCEA3 TCF7 TGFBR2 TMEM182 TMEM220 TNFRSF10A TNFRSF10D TOP1MT TPCN1 TPH1 TPM2 TRMT13 TSC22D3 TSPAN18 TSPAN6 TTBK2 TTC27 TTN TXK WDR27 WNT7A WWC2 XKRX ZBTB18 ZBTB20 ZBTB40 ZCCHC14 ZCWPW1 ZDHHC15 ZMAT1 ZMYND8 ZNF204P ZNF223 ZNF331 ZNF337 ZNF442 ZNF485 ZNF626 ZNF91 GSE32986_GMCSF_VS_GMCSF_AND_CURDLAN_LOWDOSE_STIM_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32986_GMCSF_VS_GMCSF_AND_CURDLAN_LOWDOSE_STIM_DC_UP ACAT1 ACOT9 ACSL4 ACTA2 ACTN4 ADAM19 ADAM9 AIFM1 AIM2 AKR1A1 ANKRD13B ANKRD28 ANXA2P2 ANXA4 ANXA5 ARHGAP11B ARHGAP18 ARL6IP1 ATOX1 ATP6V0D1 ATXN1 BAK1 BCL2L1 BMAL2 CASP3 CCNE1 CCR4 CD2 CD28 CD58 CD63 CD81 CD82 CDC34 CDCA4 CENPI CERS2 CHEK1 CHP1 CKS2 CLTC COLGALT2 CORO1C CPOX CTNNA1 CTSA CTSC DCAF7 DCTN2 DDB2 DHCR24 DNAAF2 DNAI3 DNAJC1 DNPH1 DSCC1 DUSP10 DUSP16 ELL2 EMC7 F2R FADS2 FDPS FHIP2A FZD6 G6PD GBA1 GEMIN7 GK GLA GLB1 GLCCI1 GLMP GMNN GPR15 GPR68 H2AC14 H2BC10 H3C10 H3C12 H4C13 HERC5 HERPUD1 HMGCR HRH4 ICMT IDH1 IFI35 INPP1 INTS7 IQGAP2 JAK2 JPT1 KCNA2 KCNAB2 KCTD6 KDSR KIF11 KIF18A LDLR LIMD1 LMO4 LPCAT3 LPXN LRRC61 LY96 MAN1A1 MAP3K20 MAP4K1 MCM2 MCOLN2 MSC MVD NANS NARF NCF4 NCKAP1L NCOA7 NCR3 NEIL3 NIBAN1 NPC1 NQO1 NRBP1 NSDHL NUSAP1 P2RX7 PAM PARK7 PARVB PCGF1 PCK2 PDE1B PDIA6 PDXDC1 PFKP PIK3R3 PLEKHA2 PLEKHA5 PLEKHO2 PLIN2 POGLUT2 PPIF PPP1R16B PRDX3 PRKAG1 RAB8B RAD23B RAPGEF2 REEP3 REEP4 RILPL2 RNF135 RNF19A RPN1 RPS6KA1 S100A11 S100A4 SEC14L1 SEC61A1 SEPTIN8 SGO1 SH3BGRL3 SLC15A4 SLC35B2 SLFN11 SMCO4 SNORA71C SNTB2 SNX5 SPX SRGAP2 SSNA1 STARD4 STK39 STOM STXBP1 SYT11 TACC1 TARS1 TFE3 TFRC TGFBR3 TIFA TKT TM7SF2 TMEM120A TMEM60 TP53INP1 TPP1 TRIP10 TTL TUBB4B TXNRD1 UHRF1 WEE1 WSB2 YEATS2 YIPF1 ZC2HC1A GSE32986_UNSTIM_VS_CURDLAN_HIGHDOSE_STIM_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32986_UNSTIM_VS_CURDLAN_HIGHDOSE_STIM_DC_DN ABAT ABCC10 ABCD4 ADA2 AGAP1 AKAP13 ANK1 ANO9 AP5Z1 APBB1 APBB1IP ARHGAP12 ARHGAP45 ARHGEF9 ARMC2 ARSA ASAP1 ATG2B ATP6V0D1 BTBD2 BTN3A3 C12orf42 C16orf54 C5 CASP4 CD44 CD52 CD6 CD84 CDC42EP3 CDNF CEACAM21 CEACAM6 CHIC2 CHST7 CLIC5 CNOT6L COLQ COMMD6 COMMD9 CRADD CRBN CTDSP2 CTSA CTSF CYB561A3 CYB5D2 CYP4V2 DCP1B DCTN1 DHRS12 DLGAP1-AS1 DOCK9 DPEP2 DUSP16 DYRK1B EEF2 EEIG1 EHD1 EVI2B EVL EXOC4 FAM120C FCMR FHIP1B FYB1 GBA1 GLMP GPR18 GPR183 GVINP1 HERPUD2 HHAT HIVEP2 HPS1 HRH4 HS1BP3 ICAM2 IKZF3 ITM2B JAK1 JMY KCNA2 KLF12 KLRG1 LAMP1 LEPROTL1 LIME1 LINC00467 LINC00649 LINC00910 LINC01783 LPXN LRCH3 LY9 MAN1A2 MAN1B1 MAP3K7CL MAPK1 MBNL3 MCHR2 MFGE8 MFSD3 MSC MXD4 MYLK4 NADK NADSYN1 NFIA NIPAL2 NUDT7 OLFM2 PARP3 PATL2 PBXIP1 PCED1A PCYOX1L PIGQ PINK1 PLA2G6 PLAAT4 PLCB2 PNRC1 PRDM2 PREX1 PYHIN1 RASGEF1A RCSD1 RGS14 RNF38 ROBO1 RPL18 RPL34 RPRD2 RPS18 RPS27 RPS29 RUNX2 S100A4 SCARB2 SCARNA7 SGSM2 SIRPG SLAMF6 SLC12A9 SLC25A45 SLC35D2 SLC39A13 SLC46A3 SLC66A3 SLC9A9 SMIM14 SMIM19 SMPD1 SNX20 SUMF1 SYNE1 SYNE2 TBCEL TBCK TCP11L2 TENM1 TEPSIN TET1 TGFBR3 TIGIT TMBIM1 TMC6 TMEM150A TMEM63A TP53INP1 TP53TG1 TPP1 TPST2 TRAM2 TRANK1 TRIM8 TSC22D1 TTC22 TTYH2 UBA7 UROS USP20 VAC14 VAMP5 VMAC VPS51 VSIG1 WDR81 WWC3 XYLB YPEL3 ZAP70 ZBTB44 ZER1 ZMAT1 ZMYM4 ZNF280D ZNF318 ZNF76 GSE32986_UNSTIM_VS_CURDLAN_HIGHDOSE_STIM_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32986_UNSTIM_VS_CURDLAN_HIGHDOSE_STIM_DC_UP AAAS AARS1 ACSS2 ADAM19 ADRM1 AK4 ANXA3 AP1M1 AP2B1 ARHGAP11B ARHGAP19 ARID3B ASPHD2 ATP8B4 B3GALNT1 BCL2L1 BEX5 BMAL2 BRI3BP BSPRY BTBD3 BTG3 C18orf54 C1orf198 C5orf34 CA6 CBFB CBX5 CCDC150 CCDC88A CCNA1 CCND2 CCND3 CCNE1 CCNE2 CCNF CDC25A CDK5RAP2 CDK6 CEP295 CEP72 CHAF1B CHEK2 CHUK CKAP5 COIL CPSF4 CTNNA1 CTPS1 CXCL16 CYC1 CYTIP DEK DESI2 DHRS3 DHTKD1 DNA2 DNAJC12 DNAJC21 DSCC1 EAF2 EBP ECI1 EIF2AK4 EIF4H EIF5B ELAVL1 EME1 ENDOD1 ENO2 EPS8 ETV5 FAH FAM162A FANCB FEN1 FSCN1 GALK1 GBE1 GFPT1 GK GMNN GNB4 GNPAT GOT1 GRK2 GRK5 H3-5 HBEGF HLTF HNF1B HNRNPH3 HSPA14 HSPA4L HUS1B IFT122 IL1RAP ILF2 ING2 INTS10 IRAK2 ITPRID2 JAK2 KIF2C LAT2 LRR1 LRRC3 MAD2L1 MAGED2 MAP3K20 MAP3K8 METTL22 METTL5 MID1 MNAT1 MPHOSPH9 MRPL17 MSH6 MSRB1 MTHFD2 NBN NCAPD3 NEDD1 NELFE NFIL3 NFKB1 NME7 NPLOC4 NUDCD1 NUF2 NUP58 ODF2 ORC3 PA2G4 PDE6D PDIA5 PFDN2 PFKFB4 PHF7 PIM1 PLCG2 POLA2 POLD3 POLR2D POLR2H POLR2K PPP5C PRKCI PRMT5 PRR3 PSMA5 PTPN3 PXYLP1 QSOX2 RAD18 RAD23A RAD54B REEP4 REXO5 RFC2 RFWD3 RHEBL1 RIF1 RNASEH2A RRBP1 SASS6 SCML1 SEC13 SEC61A2 SECTM1 SEMA3A SEPHS1 SINHCAF SLC15A4 SMAP2 SMC1A SMC2 SNX10 SOCS2 SPATA5 SRA1 SRPK1 STAT3 SUV39H1 TBC1D22B TBCE TBRG4 TIPRL TOPBP1 TTC28 TUBB4B TUBGCP3 TXLNA USP44 XBP1 XPO7 YES1 ZBTB32 ZEB1 ZGRF1 GSE32986_UNSTIM_VS_CURDLAN_LOWDOSE_STIM_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32986_UNSTIM_VS_CURDLAN_LOWDOSE_STIM_DC_DN ABHD4 ACTA2 ACTN4 ADAM19 ADAM9 AIM2 AKIRIN2 AP1S1 ARHGAP35 ARHGEF12 ARL6IP1 ASB2 ATP6V0D1 BCKDK BCL6 BLM C18orf54 CACNB3 CAPN1 CASP3 CCL5 CCNE1 CCR4 CD2 CD58 CD82 CD84 CDC20 CDC34 CENPU CHEK1 CHKA CHP1 CKS2 CLDND1 CLIC1 CLTA CLTC CORO1C COTL1 CPOX CSF1 CTNNA1 CTNS CTSA CYB5B CYP1B1 DBI DCAF7 DCTN2 DDIAS DHCR24 DPP3 DUSP10 E2F3 EBI3 ELL2 ELMO1 ELOVL1 EZR F2R F8 FADS1 FADS2 FDPS FHIP2A FUT8 G6PD GBA1 GK GLB1 GLMP GMNN GPI GPR137B GPR15 GPR68 H2BC10 H2BC11 H2BC14 H2BC3 H2BC8 H3C10 H3C12 H3C7 H4C8 HERPUD1 HEXB HMGCR IDE IDH1 INSIG1 ITGA2 ITGAL KDSR KPNA2 LGALS1 LIMD1 LMO4 LPCAT3 LPXN LRRC42 LY96 MAMLD1 MCOLN2 MRPL28 MTHFD2 MVD MVK MYD88 MYO1F NCEH1 NCF4 NCKAP1 NCR3 NDUFC2 NFE2L3 NOD2 NPC1 NQO1 NRBP1 NSDHL NUSAP1 ORAI2 P2RX7 PCBD1 PCGF1 PCK2 PDE1B PDXDC1 PFKP PHLDA1 PIK3R3 PLAT PLEKHA5 PLEKHF1 PLIN2 POMP PPIF PPP1R16B PPP2R5D PRRG4 PSMB6 PSMD3 PYCARD RAD23B RDH10 REEP3 RILPL2 RNF135 S100A4 SEC14L1 SESN2 SIRT2 SLC12A2 SLC1A5 SLC25A1 SLC35A2 SLC35B1 SLC35B2 SLC35D2 SLC39A1 SMCO4 SNF8 SNORA71C SNTB2 SPIRE1 SPN SPPL2A SRGAP2 STARD4 STK24 STK39 STOM SURF4 SYT11 TASL TBC1D2B TFDP1 TFE3 TFRC TIFA TLR6 TM6SF1 TOP2A TPP1 TRIP10 TSPAN5 TTC22 TTL TUBA1B TUBA1C TUBB4B TXN UBE2A VDAC1 VKORC1L1 WIPI1 WSB2 YEATS2 GSE32986_UNSTIM_VS_CURDLAN_LOWDOSE_STIM_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32986_UNSTIM_VS_CURDLAN_LOWDOSE_STIM_DC_UP AARD ABCC1 ABCF1 ABHD17C ACVR2A AEBP2 AGPAT5 ALAS1 ATP2A2 B3GALT6 BAG2 BATF3 BCCIP BMP2K BMS1 BRIX1 CCR7 CCRL2 CCT5 CDC34 CDH1 CELF4 CMKLR1 CNN3 COPS4 COPS8 COX17 CRELD2 CRTC3 CSF2RB CUL2 CYP51A1 CZIB DCTD DDX42 DIMT1 DNAJC21 EIF3B EMILIN2 EML4 ERH ERRFI1 FAM20C FASTKD2 FBRS FDFT1 FDPS FKBP4 FMNL2 FNDC3A FOSL2 FUBP1 GADD45B GAS7 GFER GFI1 GIMAP5 GNB4 GPR171 GPR85 HEATR1 HEMK1 HERPUD1 HIVEP1 HLA-DRB1 HOMER1 HS3ST3B1 HSPH1 IFRD2 IKZF4 IL1RN INPP5B IPO7 JPT2 KAZN KDM6B KLF9 KRT82 KTI12 LCA5L LCP2 LFNG LIPE LRP8 LSM12 LYAR LZIC MAGOHB MAPK1IP1L MED29 MET MREG MRPL32 MTAP NAA15 NDUFAF4 NEPRO NKRF NMD3 NME1 NOL8 NOP56 NUBP1 NUP153 ODC1 P2RY14 PDIA4 PFAS PIN1 PLAU PLK3 POLR3E PPA1 PRDM1 PRDX6 PRMT1 PRMT3 PRMT5 PROCR PRPF31 PSMA2 PSMA4 PSMA6 PSMD7 PWP1 PXDC1 RAB3IL1 RAN RANBP1 RANBP2 RARA RBM12 RBM34 RCC1L RGL1 RIOX2 RMDN3 RSL24D1 RWDD1 S100A6 SAC3D1 SDE2 SEMA7A SEPTIN11 SERPINB2 SF3B3 SH3PXD2B SIN3B SLC12A4 SLC2A6 SLC31A2 SLC35B1 SLC4A7 SLC7A6 SLCO4A1 SMU1 SNAP23 SND1 SNRPD3 SOCS1 SPINT1 SRC SRFBP1 SRGN SRSF10 STAT5A STC2 STRBP SUB1 SUPV3L1 TAF10 TAF1A TAF4B TGFB1 THYN1 TIMM50 TIMM8A TMBIM1 TMEM167A TNFAIP8L1 TNFRSF13B TOP1 TRAF1 UBE2F UBQLN4 UBTD2 UCHL3 UCK2 URB2 USP36 USP7 UTP4 UTP6 XPO1 YES1 YIF1B ZC3H18 ZMYND19 ZNF507 ZNF598 GSE32986_UNSTIM_VS_GMCSF_AND_CURDLAN_HIGHDOSE_STIM_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32986_UNSTIM_VS_GMCSF_AND_CURDLAN_HIGHDOSE_STIM_DC_DN ABCC10 ABCF3 ACAD10 ACSS1 ADAMTS17 ADGRL1 ADPRM AHSA2P AMIGO1 ANO9 ANXA2R-AS1 APBB1IP APPL2 ARHGAP30 ARHGAP45 ARHGEF9 ATP10A BEX2 BEX4 BRAF BTG1 C16orf54 C5 CA5B CBX7 CCDC180 CELF2 CFAP44 CHD3 CHMP7 CPED1 CRBN CSAD CTC1 CTSF CYB561D1 CYP4V2 DENND4C DGKD DHRS12 DIP2B DISP1 DNMT3A DPH7 DYRK2 ENGASE EPB41L4A-AS1 EPC1 EPHA4 ERCC6L2 ETS1 EVI2B EXOC6B FAM120C FAM86C2P FBXO3 FHIP1B FXN GABBR1 GGT7 GLG1 GZMM HELB HKDC1 HNRNPA1 IL10RA ING5 ITM2B KAT6A KDM8 KIZ KLHL20 KLHL9 KPNA5 LINC00339 LINC00921 LINC03009 LINS1 LLGL2 LRIG2 LUC7L LY9 MALAT1 MAML2 MAPK13 MARCHF6 MARF1 MBD5 MBNL3 MBTD1 MEF2A MFSD3 MIR186 MPP7 MTERF4 MTURN MYLK4 NDRG2 NEK9 NFIA NFRKB NFU1 NKAPP1 NKTR NOG NOL4L OLFM2 OVGP1 PATJ PBX2 PCED1A PHF1 PHKA2 PHKB PIAS1 PLA2G6 PLCG1 PLEC PLPP6 PNRC1 PRKAG2 PRKCA PRRC2B PWWP2A REX1BD RGCC RGS14 RICTOR RNPC3 RPGR RPL35A RPL9 RPS10 RPS23 RSAD1 SCARNA9 SERINC5 SETMAR SGSH SH2D3A SIDT1 SIN3B SKAP1 SLC25A26 SLC38A6 SLC46A3 SLC4A5 SLC6A16 SORBS3 SSTR5 STK10 SUMF1 SUPT3H TBCEL TCEA3 TCF25 TGFBR2 TLE4 TMC8 TMEM220 TMEM259 TMEM63A TMEM9 TOGARAM1 TPH1 TPM2 TRABD2A TRIM52 TSGA10 TSPAN18 TSPAN32 TSPYL1 TTC3 TTN TTYH2 UROS VSIR VWA8 WDR27 WDR91 XPNPEP3 YPEL5 ZBTB10 ZBTB20 ZBTB38 ZBTB4 ZC3H12B ZC3H6 ZDHHC17 ZKSCAN3 ZMYND8 ZNF280D ZNF419 ZNF540 ZNF623 ZNF638 ZNF83 ZNF831 ZNF91 GSE32986_UNSTIM_VS_GMCSF_AND_CURDLAN_HIGHDOSE_STIM_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32986_UNSTIM_VS_GMCSF_AND_CURDLAN_HIGHDOSE_STIM_DC_UP ADAM9 ADRM1 AK4 AP1M1 ARHGAP19 ARPC2 ATP13A3 ATP5MC1P5 BCL2L1 BOLA3 C4orf33 CD2 CD63 CD68 CD79B CDCA3 CDK5RAP2 CENPM CHKA CHP1 CHUK CLTA CMAHP CNTROB COPG1 COX8A CPOX CTPS1 CYB5R3 DCAF7 DCTN2 DCTPP1 DESI2 DMC1 DPP3 DPY30 DUSP10 E2F7 E2F8 EAF2 EBP ELL2 EMC9 EME1 ERAL1 ERG28 EZR F2R FAH FARSA FASN FBXO5 FRMD4B FUT8 GAB2 GALE GALNT3 GARS1 GLB1 GOT1 GTDC1 H1-5 H2AC21 H3C12 H4C13 H4C6 HAUS4 HIP1 HNRNPUL2 HUS1B ICAM1 IFI27L1 IFI27L2 IL1R2 JAK2 JPT1 KCNAB2 KDSR KIF18B KIF24 KIF4A LACTB LIMK1 LPCAT3 LRR1 LRRC42 MAGED1 MAPKAPK3 MED20 MRPL16 MRPL27 MRPL37 MSH6 MTCH2 MVD MYO1G NABP2 NARF NDUFB4 NDUFC2 NFKBIB NME7 NQO1 NUF2 NUP153 NUP205 ODF2 PCBD1 PCGF1 PDXDC1 PFKFB4 PGM1 PHGDH PIH1D1 PKMYT1 POLD1 POMP PREB PRICKLE3 PRKAG1 PRR5L PSMC3 PSMD1 PSMG1 PXMP2 RAD54B RBM47 RCBTB2 RECQL4 RELB RFC5 RHEB RHOC RNASEK RNF181 RNF19B RNPEP RPN1 RRM2 RTKN RTTN SCAMP3 SDC4 SEC23A SEC61A2 SECTM1 SETD7 SIAH2 SIPA1L1 SLC15A4 SLC25A44 SLC31A1 SLC35A2 SLFN11 SMC2 SMCO4 SNRPD1 SPIRE1 SQOR SREBF2 STK39 STXBP2 SUSD6 SYT11 SYTL3 TACC1 TBC1D10B TDRKH TFRC TIPIN TJP2 TM7SF3 TMEM135 TMEM14C TNFAIP1 TNFRSF11A TOPBP1 TPGS2 TRAIP TRAPPC1 TRIB3 TUBA1C TUBB6 TXN UBA2 UBE2MP1 UNG VKORC1L1 VLDLR WARS1 WDR76 WEE1 WSB2 XPO5 YIF1B YIPF1 ZBTB32 ZFP64 ZG16B ZGRF1 GSE32986_UNSTIM_VS_GMCSF_AND_CURDLAN_LOWDOSE_STIM_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32986_UNSTIM_VS_GMCSF_AND_CURDLAN_LOWDOSE_STIM_DC_DN ABAT ABCC10 ACVR2A ADA2 AKAP13 AMDHD2 ANXA2R-AS1 APBB1 APBB1IP ARHGAP35 ARHGAP45 ARMC2 ARRDC2 ARSG ASXL2 ATG2B ATP6V0D1 ATP6V0E1 ATXN1 BLCAP BMPR2 BPTF BRAF BRI3 BTN3A3 C16orf54 CASP4 CCDC180 CD37 CD44 CD52 CD6 CD84 CDC14A CHD3 CHST7 CLCN7 CLIC5 CLN3 CLSTN1 CNNM2 CNNM3 CNOT6L COMMD6 CREBRF CTDSP2 CTSA CTSD CTSF CTSO CYP4V2 DCP1B DGLUCY DHRS12 DLGAP1-AS1 DOCK9 DPP7 DYRK1B EEIG1 EHD1 EPB41 EPC1 EVI2B EVL EXOC4 FAM120C FAM171A1 FCMR FLCN FNBP4 FOXP1 FYB1 GLMP GPR137B GPR18 GPR183 GVINP1 GZMM HERPUD2 HEXA HGSNAT HPS1 IFT27 IKZF3 ING4 ITM2B JADE2 JMY KLF12 KLHL21 KLHL24 LAMP1 LAX1 LDLRAP1 LEPROTL1 LGMN LINC00544 LINC00649 LPXN LRRC8C LRRC8D LY9 MAN2B2 MAP3K1 MAP3K12 MAP3K7CL MARF1 MED15 MFGE8 MSC MSX2P1 MXD4 NFATC3 NFIA NIPAL2 NPC2 OLFM2 PAN2 PARP3 PARP8 PBXIP1 PCED1A PEPD PIK3IP1 PINK1 PLA2G6 PLAAT4 PLCB2 PLCG1 PLPP6 PNRC1 PREX1 PYHIN1 RASSF3 RCSD1 RESF1 RGS14 RNF135 RPL13AP20 RPL18 RPL34 RPRD2 RPS27 RUNX2 S100A4 SARAF SENP8 SERINC3 SERINC5 SGSH SH3BGRL SLAMF6 SLC25A38 SLC25A45 SLC35C2 SLC35D2 SLC38A10 SLC38A7 SLC39A13 SLC49A4 SLC66A3 SMCR8 SMIM19 SMPD1 SUMF1 SUN2 SYNE2 TBCEL TBCK TEPSIN TMEM106B TMEM63A TPP1 TRAM2 TRANK1 TTC22 TTYH2 UAP1L1 UBA7 UBAP2L UBASH3B VAC14 VMAC VSIG1 WDR81 WNT7A WWC3 XPNPEP3 YAE1 YIPF3 ZAP70 ZBTB20 ZBTB25 ZBTB40 ZFYVE26 ZHX2 ZMAT1 ZNF318 ZNF655 ZNF76 GSE32986_UNSTIM_VS_GMCSF_AND_CURDLAN_LOWDOSE_STIM_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32986_UNSTIM_VS_GMCSF_AND_CURDLAN_LOWDOSE_STIM_DC_UP AARS1 ABCA1 ACLY ACSS2 ADARB1 ADD2 ADRM1 AK4 ALAS1 ALDOC ANXA3 AP2B1 APEX2 ARID3B ASPHD2 ATAD2 B3GALNT1 BATF3 BNIP3 BRI3BP BSPRY BTBD3 BTG3 C12orf4 C18orf54 C4orf46 CA6 CCDC150 CCNA1 CCND3 CCT4 CD109 CDC25A CDK6 CEACAM1 CHD4 CHEK2 CIAO2B CLIC4 CTPS1 CXCL16 CYB5A CYC1 CYCS CYTIP DDIT4 DHRS3 DNA2 DNAJC12 DPY30 DRG1 DYRK3 EAF2 EBP ECT2 EIF4H EIF5B EME1 ENDOD1 ENO1 ENO2 EPS8 ETV5 EXOSC8 FAH FAM162A FAM3C FANCG FARSB FRMD4B FSCN1 GARS1 GBE1 GEMIN5 GMNN GNB4 GOT1 GPI GRAMD4 H3-3B HAUS2 HBEGF HK2 HNF1B HSD17B12 HSPA14 HSPA4L ICAM1 IL18R1 IL1RAP IL1RN ING2 INTS10 IPO5 ITPR1 ITPRID2 KIF2C KMT5A LACTB LGALS1 LMNB2 LRP8 LRR1 LSM5 LY86 MAP7D3 MCM10 MIS18A MLF2 MNAT1 MPP1 MRPL17 MRPS15 MSRB1 MTHFD1L MTHFD2 NANP NARF NCAPD3 NDC1 NDUFAB1 NFE2L3 NSFL1C NSUN7 NUDCD1 NUF2 NUP107 NUP35 NUP58 ODF2 PA2G4 PDE6D PFDN2 PFKFB4 PGAP1 PHGDH PIM1 PMAIP1 POLD1 POLE2 POLR2H PRKRA PRMT5 PRPSAP2 PSMB3 PSMD14 PSMG1 PTPN3 RAD18 REXO5 RFC5 RHEBL1 RNASEH2A RPRD1B RRM1 RRM2 RTTN SASS6 SBF2 SCML1 SCOC SEC13 SERPINE2 SGO2 SLC25A10 SLC7A11 SMAP2 SNX25 SRA1 SRPK1 STAT3 STIP1 SURF4 SUV39H1 SYCE2 SYTL3 TIPIN TIPRL TK1 TM6SF1 TMEM154 TPI1 TRAIP TUBG1 TXN U2AF1 UBA2 UBE2L3 UBE2MP1 UBQLN1 VDAC1 VEGFA VLDLR WBP11 WDHD1 WDR76 YES1 ZBTB32 ZEB1 GSE32986_UNSTIM_VS_GMCSF_STIM_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32986_UNSTIM_VS_GMCSF_STIM_DC_DN AARD AARS1 ABCC1 ABHD17C ABITRAM ABRACL ACBD3 ACTN1 ADAM23 AEN AGGF1 AGRN AK4 ARG2 ARMC6 ASAP1 ATP2A2 ATP5MG AXL B3GALT6 B4GALT5 CALHM6 CASP7 CASS4 CCDC38 CCNYL1 CCT3 CD209 CDC34 CHST10 CISD3 CLN5 CLRN3 COL27A1 COX17 CRELD2 CSF2 CX3CL1 DDX18 DDX24 DDX27 DEPP1 DHX15 DIAPH1 DNAJA2 DNAJB5 DOT1L DTX4 DUSP14 EIF5 EIF6 EML4 EPS15L1 ERH EXOSC3 FBL FBRS FDFT1 FDPS FILIP1L FMNL2 FNDC3A GAL3ST1 GMPPB GNB4 GPR183 GRAMD1A GRAMD1B GRHL1 H1-10 HACD1 HDAC1 HEMK1 HSPA9 HVCN1 IDI1 IFNG IFT57 IGLON5 IL1RN IPPK IRF7 ISG20 JMJD6 KCTD11 KDELR3 KDM1B KRT82 LAD1 LGALS7 LRP8 LSS LTB LTF MAP4 MAP7 MAPK1IP1L MAPRE1 METTL2B MMP13 MSN MTDH MYD88 MYRIP NABP1 NCKAP1 NCOA5 NME1 NOL11 NOMO1 NOP56 NOP58 OASL ODC1 OSGIN2 PARP9 PCP4 PHF6 PILRB PLEK2 PLEKHO2 PNRC1 PPAN PPP1R14B PPP2R2A PRDM2 PRIMA1 PROCR PRPF31 PRPS1 PSME1 PSME2 PTPN4 PXDC1 QTRT1 RANBP1 RANBP2 RCC1L RELA RGL1 RHOB RIOK2 RMDN3 RWDD1 RXYLT1 S100A6 SBDS SDE2 SERINC2 SERPINB2 SERTAD1 SF3B3 SIN3B SLAMF8 SLC12A4 SLC22A5 SLC35G6 SLFN13 SNUPN SOCS1 SPRYD7 SRM SSR2 STBD1 STIM2 SUB1 TAF10 TAF4B TASOR2 TENT4A TGFB1 THSD7A TIMM8A TIMM9 TJAP1 TJP2 TLR5 TNFAIP2 TOP1 TRAF2 TRAF5 UBE2F UBL4A UPP1 URB1 URB2 UTP4 VCL WDR12 YIF1A YIF1B ZBTB17 ZCCHC2 ZIM2 ZMIZ2 ZNF507 ZNF598 ZNF81 ZPR1 GSE32986_UNSTIM_VS_GMCSF_STIM_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE32986_UNSTIM_VS_GMCSF_STIM_DC_UP ABCC2 ACACB ACAD11 ACVR1C ADAMTS17 ADGRL1 AK5 ALMS1 APBA2 APBB1 ARHGAP32 ATP11C ATP1A1 BACH2 BCL2 BEX5 C12orf42 C1orf162 CAMK1D CASP10 CCDC180 CCDC57 CCDC88A CCNH CD69 CENPV CEP95 CFAP44 CFAP70 CHD2 CHML CHMP7 CHTOP CNKSR2 CPSF6 DCAF16 DDX31 DDX60 DGKD DHRS3 DHX58 DIP2B DNAJB13 EDAR EFCAB13 ELK4 ENGASE EPHA1 EPHX2 ERCC6L2 ERMN ETS1 EXPH5 FAM117B FAM86DP FBP1 FHIP1B FHIT FLACC1 FOXO1 GAL3ST4 GCDH GGT7 GPRASP1 HNRNPDL HSF2 ICE2 IFIT1 IFT122 ING5 IPCEF1 ITPKB KIAA2026 KLF3-AS1 KPNA5 LAIR1 LDLRAP1 LEMD2 LETMD1 LINC00921 LINC01089 LINS1 LTBP3 MAGEE1 MAGOHB MAML2 MAN1C1 MBNL1 MCMDC2 METTL22 MINDY1 MPP7 MSX2P1 NCK2 NDRG2 NFKBIZ NKAPP1 NOG NOL4L NR3C2 NRF1 NUP160 OLFM2 PBX2 PCED1A PDK1 PECAM1 PEX3 PFN2 PHC3 PHKA2 PIAS1 PITPNM2 PLAC8 PLCL1 PLPP6 PLXDC1 PNRC1 POLI PTK2 PXYLP1 RALGPS2 RASA2 RASGRP2 RECK RGS10 RIMKLB RNF216 RPGR RPL35A RPL5 RPL9 RPS20 RPS3A SARAF SBDS SCML1 SETMAR SF1 SGTB SIAH3 SIN3B SLC25A37 SLC38A6 SLC4A5 SLC8B1 SMARCA1 SMARCA2 SNORA27 SNORD4A SNRPA1 SNRPN SON SPATA5 SPG11 SPPL2B STAT4 SUPT3H TCEA3 TGFBR2 TIMD4 TMCO6 TMEM131L TMEM220 TNFRSF10D TOM1L2 TOP1MT TPCN1 TPH1 TPM2 TRAPPC14 TRMT11 TTN UBE3D UBR3 UPP1 USP44 VWA8 WDPCP WDR27 WNT7A WWC2 XKRX YJU2B ZCWPW1 ZDHHC17 ZFYVE9 ZMYND8 ZNF107 ZNF157 ZNF204P ZNF229 ZNF331 ZNF337 ZNF540 ZNF573 ZNF626 ZNF638 ZNF682 GSE33162_HDAC3_KO_VS_HDAC3_KO_4H_LPS_STIM_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE33162_HDAC3_KO_VS_HDAC3_KO_4H_LPS_STIM_MACROPHAGE_DN A4GALT ADAD1 ADAT1 AGMAT AKR1C3 ANG ANKRD40 APOBEC2 APOH ARHGAP1 ARPC2 ARSA ASS1 ATF5 ATOH1 ATP1B3 ATP1B4 ATP8A2 B2M B3GALT5 BCL2 BHMT BMP15 C10orf82 C5orf52 CABYR CADPS CAPN3 CARMIL1 CCDC136 CCL22 CD247 CDCP1 CDH10 CHST2 CLDN9 COL14A1 CPN2 CRB3 CRCT1 CRHR2 CSF3 CSGALNACT1 CTNNA2 CYP27A1 CYP3A43 DCBLD1 DCBLD2 DDIT4L DDR2 DLX5 DMC1 DPH6 DPYSL3 DUSP3 ECM1 EFHD1 EGFL7 EMP2 ENTPD7 EPAS1 EPPIN EPYC ETV4 FBXO21 FBXO6 FCGR2B FMO3 GDPD3 GIT1 GJB1 GLUD1 GOLPH3L GP9 GPA33 GPLD1 GPR87 GPX8 GRIA2 GSTA3 GUCA2B GUCY1A1 HOXA4 HOXD9 HS3ST1 ICAM5 IL13RA2 IL22 IL2RB IL5RA INSL5 IRAK1 JAK1 KCNE2 KIF21B KRT27 LBH LBX1 LCT LGALS3BP LMOD1 MAD2L2 MAPK8IP1 MCOLN3 METRN MMP23B MOB3B MORC1 MPV17 MSX1 MXD1 MYLK MYOF NDUFC1 NKAIN1 NKX2-3 NLRX1 NOP9 NRCAM NUPR1 OIT3 OLIG3 OPHN1 OTOA P2RX5 PCDH8 PGLYRP1 PIP PIPOX PKNOX1 PLA2G12B PLA2G5 PLA2R1 PLAUR PNPO PODXL PPARGC1A PPY PRKCD PRM2 PRSS16 PTN PTPN14 PTPRO RAB3D RAD23A RAD51AP1 REP15 RLN1 RNF144B RNF183 RNF186 ROPN1 SCGN SCYL1 SHBG SLC22A13 SLC25A35 SLC37A2 SMTN SPHK2 SPINK4 SPR SPTBN2 SRPRB SRPX SSTR2 ST3GAL2 STAT4 STEAP4 SYNGR1 TAPBPL TFAP2A TFF3 TLR6 TMEM19 TMEM30B TMEM35A TMEM38A TMPRSS15 TNFAIP8L1 TNFRSF21 TNFSF10 TRAF4 TRIM10 TRIM15 TRIM62 TSPYL1 TST TUBA3C UCK2 UGT8 VILL VSNL1 WNT16 WNT7A ZBTB16 ZCCHC18 ZIC3 ZNF444 GSE33162_HDAC3_KO_VS_HDAC3_KO_4H_LPS_STIM_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE33162_HDAC3_KO_VS_HDAC3_KO_4H_LPS_STIM_MACROPHAGE_UP AIP ANKRD17 APPBP2 APPL1 ARFGEF1 ARG1 ARL8B ATF1 ATG12 ATL2 ATP6AP1 ATP6V1E1 B4GALT7 BABAM1 BAG1 BIRC6 BMI1 BOLA1 BTG2 C5orf15 CAB39 CCNT2 CCR2 CDK11B CDK5RAP1 CDT1 CGGBP1 CHMP4B CLK4 CLTC CMTM6 CNDP2 CNOT2 CNR2 CNTD1 CRIM1 CRKL CSE1L DAZAP1 DDX21 DHX40 DICER1 DIPK2A DIS3 DNAJC4 DNAJC8 DUSP16 EEF1G EEIG1 EIF4B ELK4 FAM117B FASLG FBXL3 FBXO45 FBXW7 FHIP1B FKBPL FOXJ3 FOXO3 FRYL GFUS GNB1 GOLGA5 GPBP1 GPX2 GSK3B GTF2H4 GTF3C4 GTPBP4 HARS2 HEATR6 HEXA HNRNPC HNRNPD HYOU1 IL18R1 IMPDH2 INPP5D IRX1 KAT6A KBTBD2 KDM5B KDM6A KIF16B KTN1 KXD1 LAMTOR1 LIN7C MAPK6 MCM7 MDFIC MICOS10 MLXIP MRPS18B MTRES1 MYCBP2 MYO9B NAA38 NEK9 NFATC2IP NFKBIA NIFK NOTCH2 NRDC NSMCE4A NSUN6 NUFIP1 NUMB OSBPL11 OTULIN PDPK1 PIP4K2A PITPNM1 PMS2 PPP1R2P1 PPP4R1 PRPF39 PSMD14 PTGER4 PUM2 QRICH1 RAB22A RAB3IP RAB7A RASSF5 RBM15 RBM42 RCBTB1 REPS1 RHEBL1 RLIM RNF11 RNF111 RNF185 RNF2 RPIA RSRC2 S100A6 SAFB SART1 SEC61G SELENOT SEMA4B SERP1 SERTAD2 SH3GLB1 SIN3A SLC25A26 SLC39A1 SLFN12L SLX9 SMARCA5 SNAPC3 SNX18 SNX20 SNX6 SORL1 SOS2 SP1 SPRTN SPSB3 SRGAP1 STK11 STRN STX7 SUPT20H SYAP1 TADA1 TAF8 TBC1D14 TBL1XR1 TDP2 THAP12 THAP7 TM9SF2 TP53BP1 TPRKB TRIM25 TRPS1 TTC27 UBR1 UPF3B USP53 USP7 VPS11 VPS16 WASHC2A WTAP WWP1 YTHDF1 ZBTB17 ZBTB44 ZEB1 ZFYVE19 ZNF292 ZNF410 ZNF622 ZPR1 ZSCAN26 GSE33162_HDAC3_KO_VS_HDAC3_KO_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE33162_HDAC3_KO_VS_HDAC3_KO_MACROPHAGE_DN ABHD10 ABRACL ACTB ACTG1 ACTG2 ADAM19 ADGRG3 AIDA AK3 AKR1A1 ANP32B ANP32E ANXA1 ANXA2 ANXA4 AP1S2 ARF6 ARL4D ARL5A ARPC2 ARPC5 ATG12 ATP2A3 ATP5PF B4GALT7 BCKDHB BCL2A1 BHLHE40 BTG2 C1R C3orf38 C6orf89 CAB39 CALCB CANX CASP1 CCNT2 CCR2 CDCA3 CDKN1B CENPE CFAP97 CFL1 CHMP5 CKS1B CNIH1 COMMD2 CRKL CTLA4 DEK DNM1L DNMT3A DOCK2 DSTN EIF2S3 ELOC EN2 ENTPD4 EOMES FBLN7 FIGNL1 GABARAP GABARAPL1 GBX2 GGH GMNN GNAI3 GNB1 GNG10 GSK3B GSR GZMB H1-2 HIF1A HMGB1 HMGB2 HNRNPA3 HNRNPD HYOU1 IDH3A IER3 IFNG IL18R1 IL1RL1 ITGA4 ITGAX KIF4A KLF6 KLHDC2 LAMTOR1 LGALS3 LIG3 LIN7C LPIN1 MAD2L1 MAST2 MDFIC MICAL1 MICOS10 MID1IP1 MKI67 MMADHC MMD MRPL33 MTA1 MYL9 MYO9B NCAPG2 NIBAN1 NUDT21 NUDT4 PCBP2 PCLAF PDCD10 PFKFB1 PGK1 PHF23 PLEKHB2 PLEKHF2 PLP2 PLTP POLE PPIA PRDM1 PRDX4 PRPF39 PRR13 PSMD14 PTGER4 PTGES3 PTGR3 PTPRC PUS10 PVT1 QRICH1 RABGEF1 RHOQ RHPN2 RIOK3 RNF146 RORA RPA1 RRM2 RTRAF RUNX2 RWDD1 S100A11 S100A4 S100A6 SDCBP SELENOT SEM1 SEMA4B SERPINB6 SH2D1A SH3GLB1 SLC66A3 SMC2 SMNDC1 SNAPC3 SNX6 SORL1 ST3GAL6 STK26 STMN1 STX7 TAB2 TACSTD2 TCAF2 TCF19 THTPA TMED7 TMEM163 TMEM30A TMEM98 TPM3 TRAM1 TRAPPC1 TRAT1 TSPAN31 UGGT2 USP1 USP3 VAPA VIM VMP1 VPS13C WDHD1 WTAP WWP1 YBX3 YIPF4 YWHAE ZCCHC9 ZEB2 ZFP36L2 ZFR ZMPSTE24 ZNF207 ZSCAN26 GSE33162_HDAC3_KO_VS_HDAC3_KO_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE33162_HDAC3_KO_VS_HDAC3_KO_MACROPHAGE_UP ACHE ADA ADAP2 ADPGK AEN AGRN AIMP2 AK1 ANKRD40 ANKS3 ARHGAP20 ARHGEF12 ASS1 ATF5 ATG101 ATG4D ATOH1 AXIN1 B2M B3GALT5 BCL2 BCL9L BNIP1 BST2 BUD31 CA8 CALB2 CAMSAP1 CAVIN1 CCR7 CD247 CDCP1 CDH10 CDK7 CIAO1 CIC CITED1 CLIP1 CMTR1 CPXM2 CRCT1 CSRP1 CXCL10 CYB5R1 CYP4A11 CYSLTR2 DDX60 ECD ELAC2 ENDOG EPHA5 EPPIN ERBB3 ERCC8 EZH1 FBXW9 GALR1 GBP2 GBP6 GLE1 GNB1L GPANK1 GPN1 GRINA GTPBP1 GUCY1A1 HBG2 HLA-B HLA-C HLA-G HOOK2 HTT IER3IP1 IFI27L2 IFI35 IFIT3 IL13RA2 IL21R IL36G IL4R INPP1 IQCC IRF9 ISCU JPT1 KEAP1 KMT2A KRTAP19-3 LANCL1 LGALS3BP LIPG LMNA LONP1 MAPK8IP1 MARK2 MCM3AP MCOLN3 MEPCE MOGS MRTFA MUSK NAA38 NME3 NUBP1 OAS1 OAS3 OLFML2B OLIG1 OLIG3 ORC2 PARP12 PARP14 PARP9 PARVB PCK1 PLA2G12B PLAAT3 PMEPA1 PODXL POLR2E PPIC PPP1R10 PPP1R14B PRAMEF2 PRDM4 PRPF38A PRPF6 PSMB5 PSMC3 PSME1 PSMG4 PTCD2 PTGES PTOV1 PWP2 RAB13 RAB40C RBM38 REG4 RIOX1 RNASET2 RNF141 RPS9 RREB1 RRP15 RTP4 SCARA3 SCNN1G SCYL1 SGSM3 SGTB SHMT2 SIDT1 SIGMAR1 SLC22A5 SLITRK1 SMARCAL1 SMG6 SPHK2 SPOCK3 SRPX SRRT SRXN1 STARD3 STAT1 STUB1 SUPT6H TAP1 TAPBP TAPBPL TBX6 TEX13B TFIP11 TMEM186 TNFAIP2 TNRC6C TOMM34 TPBG TRAF1 TRAF4 TRAF6 TRAFD1 TRAIP TRAPPC14 TRAPPC4 TRIM15 TRIR TUBA3C TXNDC11 UGT8 USP18 VILL ZBTB8A ZDHHC12 ZMIZ2 ZNF264 ZNF574 ZNF764 ZNHIT3 GSE33162_UNTREATED_VS_4H_LPS_STIM_HDAC3_HET_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE33162_UNTREATED_VS_4H_LPS_STIM_HDAC3_HET_MACROPHAGE_DN AAR2 ABL1 ABLIM1 ACVR1B ADRA2B ANKRD17 APPL2 ARRB1 ATP1B1 AXIN1 AXIN2 BACH2 BAP1 BCL2 BICDL1 BLK C19orf48P CAMKK1 CAMSAP1 CAVIN1 CBFA2T2 CCDC117 CCDC91 CCKBR CCL7 CCNL2 CCR6 CCR9 CD79A CEP112 CEP350 CERK CHKA CHST15 CIC CLDN3 CNR2 CREBBP CRLF3 CRYAB CRYBA2 CTDP1 CTDSP2 CXCR5 CXXC5 DDX60 DICER1 DIP2B DNAJB2 DNAJC27 DPH2 ELK4 EPB41L4B EPHX1 ERAL1 ERBB3 ESRRG ESS2 EZH1 F2RL1 FAM120B FBXO21 FBXO28 FBXO32 FCER2 FHIT FRAT2 GDF11 GID4 GSTM2 GTPBP1 HERC1 HS1BP3 HUWE1 IGFBP4 IKBKB IL17RA IL2RG IL4R IL5RA IL6ST IL7R IMP3 INS IQCC IRF6 IRF9 IRS2 ITGA6 ITK JMY KCNA3 KCNJ1 KDM4B KLK8 LANCL1 LDLRAD4 LRIG1 MAP2K7 MAP3K3 MAPK8IP1 MEN1 MEPCE MFHAS1 MGA MMP1 MRM3 MSL1 MT4 MYOCD NEDD4L NEUROD2 NGEF NIN NKX2-3 NPC2 NR2C1 PCNX1 PDE2A PDE4B PGAP6 PHAF1 PIK3CD PIM2 PLAUR PMEPA1 PNPO POR PPCS PPP2R2A PRDX6 RAB3IP RAB40C RABAC1 RAMP3 RAPGEF6 RARA RASA2 RBM39 RCCD1 REG4 RERE RETREG1 RFLNB RNF7 RPL26 RPS15A RPS21 RPS9 RPTN RRAS2 RREB1 SATB1 SCML4 SERPINF1 SESN1 SFMBT2 SGTB SIX5 SLC12A7 SLC41A1 SLC66A1 SLTM SMAD1 SMAD4 SMAD7 SMOC1 SOX4 SPOCK2 SPTBN1 SSTR1 STX1A TAF1C TANC1 TCF7 TDRP TEF TIMP2 TMEM106C TMEM42 TRAF6 TRAPPC12 TRPC4AP TSPAN1 TSR2 TTC28 TTC3 TTF1 TUT1 UBALD1 UBR1 USP36 UTRN WDR45 YPEL3 ZNF276 ZNF467 ZNF746 ZNF764 GSE33162_UNTREATED_VS_4H_LPS_STIM_HDAC3_HET_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE33162_UNTREATED_VS_4H_LPS_STIM_HDAC3_HET_MACROPHAGE_UP AACS AADAT ABL1 ACTN1 ACVR2A ADGRA2 ADH1C AFF1 AMACR APPL2 ARMCX4 ASB13 ATP8A2 BACH2 BLTP1 BPHL C19orf73 CACNA2D2 CALCRL CAMK2D CAP2 CBFA2T2 CBX2 CCND2 CCR7 CD2AP CD320 CDIP1 CFI CHKB CHRNB1 CIC CLOCK CLP1 COL2A1 COX7A2L CRLF3 CRY2 CTDSP2 CUEDC1 DDX60 DGAT2 DIP2B DNAH8 DNAJC27 DPF3 DPH5 DSTYK DUSP10 DZIP1 EEF1G EFEMP2 ELOVL6 ELP1 EMB EML5 ENC1 ETS2 F2RL1 FAM8A1 FAP FGFBP1 FHIT FNBP4 FRAT2 FZD7 GPR83 GSTK1 HBP1 HCN3 HEATR1 HS1BP3 HS6ST1 HSD17B11 IER5L IFT80 IGFBP4 IGHMBP2 IKBKB IL21R INCA1 IP6K1 IST1 ITGA6 ITGAE ITPKB KBTBD2 KCNK2 KCNQ1 KDF1 KDM3A KLK6 KPNA1 KRTAP19-1 MAP3K14 MDN1 MEPCE MRTFA MSANTD2 MSGN1 MYB NCOA3 NEDD4L NOC4L NOP53 NR1D2 NRG4 NSG2 NSMCE1 OAS2 PATJ PDK1 PDZK1 PHAF1 PHLDB1 PIAS1 PIK3C2A PITPNM2 PLEKHA1 PLOD1 PNRC1 PPP1R3F PPTC7 PTK2 RAB3IP RAI1 RAMP3 RASA2 RBM5 RETREG1 RFLNB RGS10 RHOBTB2 RNF103 RNF146 RNF167 RNF185 RPL14 RPL3 RPS16 RPS3A SARAF SCARB2 SELL SFSWAP SH3BGRL2 SH3BP5 SHF SIGLEC1 SIMC1 SMAD1 SMAD4 SMAD7 SMC4 SORCS2 SPATA6 SPRED2 STAU1 STMN4 STX1A TACC2 TANC1 TBX19 TDRP TEC TFF2 TGIF1 TIMP2 TLE4 TLR1 TMEM245 TRAF4 TRAT1 TRIM13 TRMT1 TSPAN1 TSPAN14 TSR1 TTC28 TTF1 TTR TUSC2 UBE2H ULK1 USP36 UTP25 VPS37B WDR74 YRDC ZBTB20 ZFP1 ZFP90 ZFYVE26 ZMYND11 ZNF281 ZNF474 ZNF593 ZZZ3 GSE33162_UNTREATED_VS_4H_LPS_STIM_HDAC3_KO_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE33162_UNTREATED_VS_4H_LPS_STIM_HDAC3_KO_MACROPHAGE_DN ABRACL ACADL ACOT7 ACSBG1 ACSL5 ACTR1A AHCY AK3 AKIP1 AKR1A1 AKT1 ANP32E AP3S1 APOBEC2 AQP1 ARL6IP1 ARPC5 AS3MT AURKB BLMH BSCL2 BUB1B C2orf49 CA5B CAPRIN1 CAPZA1 CBX5 CCNE1 CD47 CDC20 CENPF CENPV CHAF1B CISD1 CKS1B CLIC1 CLPTM1L CMTM7 COMMD1 COPB1 COX17 CRIP2 CTSD CX3CR1 CXCR6 CYBA DDIT4 DESI1 DIAPH3 DLGAP5 DNA2 DPP3 DTYMK DUT EBP EDEM2 EFHD2 ELOVL1 ESD ESM1 ETFB FAM120A FANCF FH FKBP5 FUT8 GARS1 GLOD4 GLUD1 GMNN GNA15 GNG2 GOT2 GTF3A HDGF HIF1A HJURP HMBS HOPX HPF1 HPRT1 ICOS IDE IDH3A IL18RAP ILK IMPA1 INCENP ITGAX ITGB1 ITGB1BP1 JPT1 KIF11 KIF20A LACTB2 LAG3 LGALS1 LIG1 LRRK1 MAD2L1 MCM2 MCM3 MCM6 MCM7 MED30 MELK MINDY3 MKI67 MPO MRPL4 MRPL42 MTCH1 MTHFD1 MTHFD2 MYDGF NCAPD2 NDUFB7 NKAP NQO2 NUCKS1 NUDT21 NUDT4 NUSAP1 PAPOLA PBK PELO PGK1 PGLYRP1 PGP PLK1 PLK4 POPDC2 PPP1CA PRDX1 PRDX2 PRF1 PRIM2 PRTN3 PSMD14 PYCARD RAB8B RAD51AP1 RDM1 RFWD3 RPA2 RPN1 RPN2 RTCA S100A11 SACM1L SAE1 SDCBP2 SDCCAG8 SDF2L1 SELENOH SEPTIN11 SLC16A6 SLC25A24 SLC35B1 SLC38A10 SLC43A3 SMAP1 SMC2 SMS SNRPA SNX10 SOAT2 SPCS3 SRP19 SRSF1 STARD10 STARD3NL STIL STK39 SUMO3 SYCE2 TAL1 TBCB TCF19 TIPIN TMBIM4 TMED3 TOP2A TPPP3 TPX2 TRAM1 TRAPPC1 TRIM37 TRIP13 TSPAN31 TUBA1B TUBB4B TUBGCP2 UBXN2B USP1 VDAC2 XPNPEP1 XPO1 ZBTB32 ZWILCH GSE33162_UNTREATED_VS_4H_LPS_STIM_HDAC3_KO_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE33162_UNTREATED_VS_4H_LPS_STIM_HDAC3_KO_MACROPHAGE_UP ABRACL ACADL ADPRH AIDA AK3 ALCAM ALDH9A1 ANXA1 ANXA4 AP1S2 ARPC4 ARPC5 ASF1B ATP5ME ATP5PF ATP6V1A ATXN7L1 AURKB BCL11A BLMH BSCL2 C6orf89 CAPN2 CAT CBX1 CD68 CD82 CDC20 CDC25B CDK1 CDK2 CDK4 CDKN2AIPNL CDKN2C CENPA CHMP5 CISD1 CMC2 COX5A COX6C CPTP CRELD2 CRIP1 CRIP2 CROT CRYBG3 CSNK2B CTNNA1 CTSD CXCL10 CYFIP1 DAPK2 DDX19A DEGS1 DNMT1 DOCK5 DPAGT1 DSTN E2F8 ECH1 EFHD2 EMC2 ENTPD1 EPHA1 FAM110A FKBP1A FLAD1 GARS1 GATM GBP7 GGH GIMAP7 GNA15 GNB1 GNB2 GNG2 GNPDA1 GPC1 GPSM2 GRN H2AX HMGB1 HPN HTRA2 IAH1 IFITM2 IFNG INCENP ITGAM ITGAX ITGB1 ITPA KIF20A LIG1 LITAF LXN LYL1 MANF MAPK6 MCM2 MCM6 MCM7 MID1IP1 MIS18BP1 MRPL10 MRPL18 MRPL27 MRPL4 MRPL57 MT1E MT2A MTCH1 MTHFS MVB12A MXD3 MYADM MYL9 NAXE NCALD NCAPD2 NDUFA9 NDUFB3 NDUFB6 NFE2 NRP1 NUDT19 NUP37 NUP93 ORC6 OTULIN P2RY12 PGK1 PIGF PIH1D1 PKIG PLAC8 PLK1 POLD2 POLR3C PPIH PPP1CA PPP2R3C PRF1 PRIM1 PSMB10 PSMC5 PTMS PTPMT1 PTPN12 RAB11A REEP5 RFC2 RNH1 RTCA S100A13 SDF2L1 SEPTIN11 SH2D1A SH3BGRL3 SLC25A11 SMS SNRNP25 SNRPA SPI1 SSR2 SSRP1 STIL SUMO3 SURF1 SYCE2 TALDO1 TBCB TBX21 TFDP1 THTPA TIPIN TMBIM4 TMEM14C TMEM163 TMEM208 TMEM97 TMPO TOMM6 TPI1 TPX2 TRAM1 TRPS1 TTK TXN TYROBP UBE2C UGDH UNC119B UQCRC2 VAMP3 WDHD1 XPNPEP1 YWHAE YWHAH ZCCHC18 GSE33292_DN3_THYMOCYTE_VS_TCELL_LYMPHOMA_FROM_TCF1_KO_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE33292_DN3_THYMOCYTE_VS_TCELL_LYMPHOMA_FROM_TCF1_KO_DN AASS ADAM23 ADAM5 ADH1C AFF1 AFF3 ANGPT2 ANXA5 APBB2 APOBEC3B ARFGAP3 ARHGAP11A ARHGAP19 ARID3A ASL ASXL1 ATP8A2 B3GALNT1 BARD1 BCL2L1 BCL9 BRD1 BTAF1 BUB1 C14orf132 C15orf39 CAMSAP1 CCNA1 CD38 CD5 CDC25C CDC27 CDKN2C CDKN2D CEACAM3 CELSR3 CEMIP CENPA CHEK2 CILK1 CLIC4 CLOCK COL9A2 CREBL2 CRX CTF1 CTRC CTSO CTSW CYP2A7 DCTN3 DDAH2 DGCR5 DIO2 DLG3 DMXL2 DNAAF9 DPYD ELF3 ENC1 EPHX2 EPS8 ERI2 FBN2 FNBP1L FOXF2 FZD2 GADD45A GALNT2 GAS7 GJB1 GNG12 GORASP1 GPRC5A GPSM2 GRM5 GTPBP10 GUCY1B1 H4C2 HFE HOXC11 IFIT5 IFNAR1 IL12B IL16 IL2 IQGAP2 ITPRID2 JMJD6 KBTBD2 KCNA5 KCNJ10 KIF14 KIF20B KIF23 KNG1 KRT83 KRT86 LAMA5 LGR5 LINC00342 LITAF LPGAT1 LY6G6C MAN1A2 MAPK11 MAU2 MFGE8 MLXIP MPP2 MPPED1 MRC2 MRPS14 MTM1 MTMR6 MYB MYEF2 MYO16 NCAPD3 NEK2 NHERF1 NKX2-8 P4HA2 PAK4 PDLIM7 PHTF2 PIK3R3 PIM1 PLA2G5 PLXNB1 PMM1 POU1F1 PPP1R26 PRR4 PRTN3 PTPRE RAD51AP1 RAPGEF5 RDH16 REXO5 RIMS3 ROCK1 ROR1 RP2 RPL39L S1PR4 SCARB2 SEC14L1 SERPINB8 SERPINF1 SGSH SIM1 SLC17A1 SLC17A2 SLC24A1 SLC25A4 SLC25A40 SLC30A3 SMC2 SMC4 SNAPC3 SNPH SOS2 SPICE1 SPINK1 SPRED2 STAG1 STAU2 STC2 STK38 SUN2 SVEP1 SYNE2 TACC2 TAF11 TMEM187 TMSB15A TMX4 TNFAIP1 TNFRSF17 TNFRSF9 TNK1 TNNI1 TNP2 TOM1L2 TSSK2 TTK TTR TYRP1 UGT2B11 VAPB VDR WASF1 WNT10B YBX3 ZCCHC14 ZCCHC24 ZEB2 ZNF548 GSE33292_DN3_THYMOCYTE_VS_TCELL_LYMPHOMA_FROM_TCF1_KO_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE33292_DN3_THYMOCYTE_VS_TCELL_LYMPHOMA_FROM_TCF1_KO_UP ABCB7 ABHD14A ABI2 ADAMTSL2 AP4E1 ATR B3GNT8 BCL7A BPNT1 BTF3L4 CAMK1D CAMK4 CCT6A CDC25B CDIPT CDK5RAP1 CDV3 CELF1 CEP43 CEP68 CHMP1B CITED2 CLCC1 COA3 COPS6 CSPG5 CSTF3 DCAF8 DCUN1D1 DDX51 DIS3L EEF1E1 EIF3G EOMES FAAH FBXO28 FBXO3 FBXW7 FTH1 GALNT2 GCC2 GCLM GPATCH4 GPR155 GTF2A2 GUF1 HAT1 HERC4 HIVEP2 HNRNPH2 HPRT1 IFT52 IL1RL2 IL2 IQGAP2 ITGA2B KAT2A KICS2 LARS1 LATS1 LCMT2 LINC-PINT LONP1 LRPPRC LTN1 MACROH2A1 MAN2A1 MAP2K1 MED6 METTL6 MMAB MRPS18C MSH2 MTCH2 MYCBP2 NACA NAMPT NBAS NDUFAF4 NFATC3 NGLY1 NIFK NIP7 NME1 NOL9 NOP16 NPRL3 NUP93 NXPE3 NXT2 PCF11 PCK1 PDCD2 PDK1 PI4KA PNKD PNPLA8 POLA1 PPHLN1 PRKD2 PRKX PRPF31 PRR7 PSMA2 PSMD7 PSME4 PSMF1 PWP2 RAB3GAP1 RAP2A RBM47 RBM8A RC3H2 RCBTB1 RGS10 RIMBP3 RNF141 RPN2 RPP38 RSU1 SDHD SESN3 SH3BP5 SHLD2 SLC25A33 SLC39A14 SLC45A1 SMARCA5 SMN1 SNRPE SNTB1 SPRYD4 SRM SRPK1 SSBP2 SUGT1 SYNCRIP TAF13 TAPT1 TARS1 TASOR2 TCF20 TCP1 TEX9 TMEM71 TMEM87A TOB1 TRMT10C TUBGCP6 TXN2 UBE2Q2 UFC1 UFM1 UGGT1 UIMC1 UNC119B UQCC1 URB1 UROS USP32 VAPA VKORC1 VPS45 WDR18 WDR43 XPO5 YTHDC1 ZBTB37 ZDHHC23 ZEB1 ZFAT ZMPSTE24 ZNF318 GSE33292_DN3_THYMOCYTE_VS_TCF1_KO_TCELL_LYMPHOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE33292_DN3_THYMOCYTE_VS_TCF1_KO_TCELL_LYMPHOMA_DN AAAS ABLIM2 ABLIM3 ACACB ADA ADAMTS10 ADCY1 AGFG2 ANKRD9 AQP5 AQP6 ATP6V1E1 B4GALT5 BARX2 BRI3BP CACNG1 CALCOCO1 CCDC42 CD302 CD99L2 CDC42EP5 CDKN2B CDR2L CHST5 CLEC3B CLK3 DCTPP1 DHRS2 DNAJC6 E2F2 EBF4 EFCAB8 EGFL6 EIF4EBP1 ERF EVA1B FAM3B FCER1G FCGRT FRAT1 FSD1L FUT7 GAB2 GDF10 GLP2R GPR33 HDAC5 HDAC7 HDHD5 HERPUD1 HFM1 HGF HMX1 HOXB2 HSPB7 HTR1A IL3RA INPP4A INSYN2A IRAK1BP1 ITGAD ITPK1 ITPKB KCNIP2 KCNK13 KCNN4 KCTD1 KIF12 KRTAP1-3 KRTAP4-7 LPAR3 LRRC9 MARCHF9 MBD2 MDGA2 MED13L MIR187 MIR542 MOS MRPL30 MRPS11 MS4A14 NEDD4 NFYB NGFR NKAIN3 NPR3 NPVF NRIP3 PGM1 PHACTR2 PHF19 PHYHD1 PINK1 PIP5K1A PLBD1 PLEC PLEKHF1 PNMA2 PPM1D PRM1 PROZ PRSS33 PTK2B PTMS PTPRD PVR RASL11B RCN1 RIMS3 RNF144A RNF208 RNF220 RPUSD1 RTN4RL2 SAMD12 SEMA4A SEMA6B SEMA7A SETD1B SIGLEC5 SNCAIP SNX10 SNX20 SPATA13 SPRR4 ST8SIA5 STX11 TECTB TENT5B TFEB THY1 TMCC2 TMEM158 TMEM220 TMPRSS7 TNKS1BP1 TRIB1 TSHZ3 TTC7A TWF2 UBE2G2 UCK2 VEGFA WDR38 WNT10B ZFPM1 ZFYVE28 GSE33292_DN3_THYMOCYTE_VS_TCF1_KO_TCELL_LYMPHOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE33292_DN3_THYMOCYTE_VS_TCF1_KO_TCELL_LYMPHOMA_UP ABCA3 ABCD4 ABCE1 ABCF2 ABLIM1 ACE ADAM8 AHCY AHNAK ALDH1A1 ALOX5AP ANXA4 APRT AQP8 ARHGAP25 ARMCX2 ATIC BHLHE40 BIRC3 BNIP3 C1QBP CA2 CACNG3 CCL17 CCL4 CCR3 CCR6 CD1C CD1D CD44 CD48 CD52 CD55 CD96 CDC34 CELSR1 CHI3L2 CLCN7 CR2 CREG1 CXCL11 CYBB CYP1B1 CYP27A1 DAZL DNPEP DUSP2 EEF1E1 EVI2A EXOSC7 FAM216A FCMR FLAD1 FURIN GABBR1 GALC GALE GCFC2 GCLC GCNT1 GGA2 GLS2 GNL2 GPR65 GTF2H5 H2AC6 H2BC21 H2BC5 HDDC2 HHEX HLA-DOB HLA-DQB1 HMBS HSPA4L HSPB1 HSPBP1 ICAM2 IFI30 IGHD IL27RA IL4R IMP4 IMPDH1 IQSEC2 ITGB2 ITPR1 JRK KAT2A KLF9 KNOP1 LCK LGALS2 LIPA LIPT1 LPXN LSM7 LTB LY75 LY86 LY96 MAP3K8 MAP4K4 MATK MEST MMP10 MPHOSPH10 MRPL12 MRPL23 MRPS12 MRPS18B MS4A1 MT1A MT2A MTHFD1 MTSS1 NAAA NCLN NDUFAF1 NDUFS5 NTHL1 NTNG1 OAT P2RY14 PCCB PDHA1 PEPD PFKM PKIG PLEK PNLIP PNO1 POLD4 PPP1R16B PRMT1 PRNP PTPN21 PTPN22 PTPRK PWP2 RABEPK RALGAPA1 RGS9 RMND5B RNASE6 RNH1 RPP40 RUNX3 SELL SERPINI1 SEZ6L SH3BP5 SIGLEC6 SLC25A13 SLC39A14 SLC6A12 SLC7A7 SMAGP SNAP23 SORD SORL1 SPARC SPINT1 SRM SRRD ST6GAL1 STAT6 STX3 SUOX SWAP70 TBC1D9 TBL1X TCEAL1 TELO2 TFRC TICAM1 TIMM44 TMC6 TMED3 TMEM147 TMSB4Y TOX TRAF3IP2 TRAF3IP3 TRAF5 TRAP1 TRAPPC6A TRAT1 TRHR TRIB2 TSFM TXN UBXN8 UCHL3 UMOD UROS UTP25 WDR18 WDR43 XK GSE33292_WT_VS_TCF1_KO_DN3_THYMOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE33292_WT_VS_TCF1_KO_DN3_THYMOCYTE_DN ABCF2 ACAT1 ACAT2 ACOT7 ADCY3 ADK AHCY AHNAK AKAP1 AKR1B1 ALDH7A1 ANP32E ANXA4 ARHGAP11A ATIC B4GALT2 BAG2 BCAT1 BDH1 BLM BUB1 BUB1B C1QBP CCL17 CCNB1 CCNE1 CCNE2 CCT5 CD1C CDC25C CDC45 CDC6 CDC7 CDK1 CDK4 CDKN3 CENPA CENPE CENPF CERS6 CHAF1A CHEK1 CIT CKS1B CKS2 COPS3 COQ2 CSE1L CTNNAL1 CYP1B1 DBF4 DCLRE1A DHFR DLGAP5 DTYMK DUT EFCAB11 ESPL1 ETFB EXO1 EXOSC7 FABP5 FANCG FKBP4 FOXM1 FRMD4B GALE GART GCLC GCLM GCSH GGH GINS1 GLDC GMPS GNAQ GPSM2 GSS GSTP1 GTSE1 H2AX H4C13 HADH HLTF HMMR HPRT1 HSPB1 IARS1 IFT25 IGFBP7 IMPDH2 KAT2A KCNJ4 KIF11 KIF20B KIF23 KIF2C KNTC1 KRT4 LAPTM4B LCP1 LDHA LGALS3BP LIG1 LINC00342 LY96 MACIR MATK MDFIC MELK MEST MPDU1 MPHOSPH6 MS4A1 MT2A MTHFD1 MTHFD2 NCAPH NDC80 NDUFS5 NEDD4 NEMP1 NET1 NME1 NPM3 NUDT1 NUP155 OAT OIP5 PAICS PFKM PHGDH PKMYT1 PLK4 POLA1 POLE POLE2 POP7 PPIH PRIM1 PRIM2 PRKAR2B PRPSAP1 PSCA PSMG1 PTGER2 PTPN22 PTPRU RABEPK RANBP1 RFC4 RFC5 RNASEH2A RPP40 RRAGD SACS SIGMAR1 SIVA1 SKP2 SLC27A2 SLC29A1 SLC31A1 SLC37A4 SLC39A14 SLC39A8 SLC7A1 SORL1 SPAG5 SPRY2 STIL TAF1B TFDP1 TIMELESS TK1 TMEM106C TOB1 TOP2A TPX2 TRAF3IP2 TRAP1 TRAT1 TRIM14 TRIP13 TSR1 TTF2 TTK TUBA4A TUBG1 TXN UBE2C UMPS UNG USP14 WAPL WDR43 WWOX ZNF248 ZNF423 ZWINT GSE33292_WT_VS_TCF1_KO_DN3_THYMOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE33292_WT_VS_TCF1_KO_DN3_THYMOCYTE_UP ABCB4 ABCG1 ABI1 ADAM23 ADIPOR2 AGFG1 ANKRD17 APBB2 ARHGAP32 ARL3 BAZ2A BAZ2B BCL2L1 BCL9 BRD1 BTBD3 CAND2 CARD10 CD38 CD55 CD69 CDKN2D CEBPD CEMIP CHST15 CILK1 CLK1 CREBBP CRIM1 CRYBG3 CSNK1E CTBS CTDP1 CTF1 CXCL2 CXCL3 CXCL8 CYLD CYTH1 DAPK1 DNAJB9 DNASE1L3 DNMBP DOCK9 EIF1 ELF2 ENPP4 EPHX2 EVI5 FAM30A FAM8A1 FBN2 FLI1 FNBP1L GADD45G GALNT2 GAS7 GH1 GLS GORASP1 GPM6A GUCY2C H1-2 H2AC6 H2BC11 H2BC15 H2BC21 H2BC5 H3C10 H3C4 HABP4 HBP1 HBS1L HCK HCP5 HLA-E HLX IL10RB IL16 IMPA1 INSIG2 IQCE IQGAP2 IRS1 KDM4C KDM6B KHNYN KLF7 KMT2D KPNA6 LAMA5 LINC01138 LYST MAGEA11 MAGI1 MAGI2 MAN1A1 MARF1 MAU2 MFAP3 MGLL MIA3 MLXIP MOB4 MPPED1 MPPED2 MTMR1 MTMR3 MTMR6 MTSS1 MXI1 MYB MYO1C N4BP2L2 NEK7 NPTX1 NUP214 OAS2 OPTN P4HA2 PDIA5 PIM2 PLCB4 POU4F1 PPP1R26 PRB1 PRKCB PSD4 PSEN1 PTPN12 PTPRE RAG2 RAPGEF5 RASSF8 RB1CC1 RELB RFX5 RGL2 RGS16 RGS6 RHOBTB1 RHOH RIMS3 RIPOR2 RNASE2 RNF11 RNF13 RNF14 ROR1 RPS6KA1 RPS6KA2 RYK SAT1 SBSPON SCN4A SECISBP2L SERINC1 SERPINF1 SH2B3 SH3GLB1 SLC16A6 SLC24A1 SLC25A46 SMAD1 SMAD7 SNAP25 SNAPC3 SNX19 SPINK1 SPINT2 SPTBN1 SRSF5 ST3GAL5 STX7 TCL1B TLE1 TMEM131 TNFAIP1 TNFAIP3 TNFRSF17 TNFRSF21 TRAF6 TRIM22 TTN UBL3 VAMP4 WASF1 WASHC4 YBX3 YPEL1 ZEB2 ZFP36 ZKSCAN4 ZNF211 ZNF32 ZNF548 ZNF623 ZNF862 ZSCAN9 GSE33374_CD8_ALPHAALPHA_VS_ALPHABETA_CD161_HIGH_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE33374_CD8_ALPHAALPHA_VS_ALPHABETA_CD161_HIGH_TCELL_DN ABCF1 ABHD8 ACAT2 ACTN2 ADAM22 ADGRG3 AKAP8L ALOX15B ARHGAP9 ASRGL1 ATP6V1E1 AUP1 B4GALNT1 BCAP31 BCL6 BOP1 BRK1 BUB3 BZW2 CAD CCL5 CCR9 CD247 CD27 CD28 CD3E CD3G CD5 CD82 CHCHD7 CISH CKB CLCN4 CNDP2 CNGA1 COPG1 COPS3 CORO1B CRYBG1 CSNK1G2 CSTF2T CTSD CTSV CXCL10 DAD1 DAP DDX47 DECR1 DENND4C DGAT1 DIAPH1 DNAJC1 DOK2 DUSP11 DYNLL2 E4F1 EFTUD2 EIF2B2 EIF2B4 EIF2D EIF4A3 EVL EYA2 F2R FADS1 FAM117A FAS FBXW4 FIP1L1 FLII FRAT1 FRMD6 FYN GBA1 GIMAP4 GLIPR2 GOSR1 GPC1 GZMA HACD3 HLA-A HLA-E HM13 HPN IDNK IER2 IFIH1 IFIT2 IFIT3 IFITM10 IFNAR2 IL18RAP IQGAP2 ISG15 ITGB2 ITM2C JARID2 KLK8 KLRD1 KLRG1 LAPTM5 LCK LEMD2 LONP1 MAPKAPK2 MED10 MED28 METTL9 MRPS12 MTHFD2 MYO6 NABP1 NBEAL2 NCBP1 NDN NFKBIA NLK NMB NPEPL1 NUP50 P2RX7 PARP8 PCID2 PELI1 PER1 PEX5 PFDN2 PFKP PGLYRP1 PHF23 PHPT1 PITPNM1 PKP4 PMM2 PPP4C PPP5C PRF1 PRKACB PRKCQ PRPF31 PSMB3 PSMB8 PSMB9 PSMC3 PSMD9 PSME1 PSME3IP1 PTGER4 PXN RAC2 RAD50 RAMP1 RASL11B RASSF5 REPS1 RFLNB RGS3 RHOG RIN2 RNASE4 ROM1 RPL19 RPS6KA4 SATB1 SDHAF1 SEPHS2 SEPTIN9 SFMBT2 SH2D2A SIT1 SLC38A10 SLC39A8 SLC3A2 SMPD1 SMPDL3A SOAT2 SPNS1 SRGAP2 STARD3 STIM1 STX6 SUDS3 SUN2 TAP1 TCF7 THY1 TMEM179B TMEM9B TNFRSF18 TNFSF11 TNK2 TRAF1 TRIR TSPAN32 UQCRC1 VAV1 VCAM1 VMP1 WAS WRN GSE33374_CD8_ALPHAALPHA_VS_ALPHABETA_CD161_HIGH_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE33374_CD8_ALPHAALPHA_VS_ALPHABETA_CD161_HIGH_TCELL_UP ACIN1 ACKR1 ACTN2 ACY1 ADORA2B AFF1 AKAP1 ALOX15 ANAPC15 ANGPT2 ANGPTL2 APLNR APOF ARL4C ATF5 ATOX1 ATP13A1 ATRX B3GALT4 B4GALT3 BCL3 BCL7B BMP4 BRAF C1QC C8G CBFA2T3 CCDC28B CCL19 CCR7 CD2 CD4 CD6 CD74 CD79A CD8A CD8B CDK5R2 CEL CELSR1 CIC CIT CKM CNTNAP1 COL18A1 COL1A2 COL6A1 COL7A1 COMMD9 COQ4 CRYBA1 CUX2 CYP2S1 DAGLB DAPK3 DDR2 DEGS2 DHODH DIAPH3 DLG3 DNTT DRC1 EFNA2 EHD1 ELP5 ESRRB EXO1 EXOSC8 FEM1A FGF1 FGF10 FGF3 FOXN3 FOXO4 FUT4 GDNF GFRA3 GGT5 GNA11 GNAQ GPR37L1 GRAP2 GSTM3 GUCY2D H2AJ H2BC14 HCN2 HCN3 HDAC7 HOXA4 HOXD13 HRH1 HS3ST3A1 IGFBP6 IL12A IL18 IL4R IMMT IRF3 KCNB1 KCNH2 KLF1 KPNA6 KRT27 KRT7 LCOR LECT2 LHX6 LIG3 LMO2 LTBP1 LYST MAP3K12 MED27 MEIS2 MKNK1 MMP24 MPDZ MRPL41 MRPL55 MYBBP1A MYBL2 NAA80 NCAM1 NEURL4 NHSL2 NKAIN1 NKIRAS2 NMT2 NOTCH1 NPAS1 NPPA NR1H2 NRSN1 NUCB2 PCID2 PDX1 PDXK PEMT PIK3C2A PITX1 PLAC9 PLBD1 PLEKHH1 PRAF2 PRKCZ PRKD2 PTGER1 PTPN23 PTPRK RAB25 RAI1 RFLNB RGS11 RNF167 RUNDC3A RXRA SDSL SELL SEMA5B SETD4 SF3A2 SGF29 SHBG SHD SIM1 SIT1 SKIC2 SLC25A19 SLC26A1 SMARCD1 SMPD2 SNCA SNX17 SOCS3 SRC SSC4D ST6GALNAC1 STAT5B STRN4 SULT2B1 TFPT TGFB1 TNFRSF8 TNNC2 TRH TRPC4 TSPYL1 TULP3 UQCRQ USP3 UTF1 VCAN WNT7A XRCC1 ZBTB7B ZNF213 ZNF385A ZSCAN12 GSE3337_4H_VS_16H_IFNG_IN_CD8POS_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3337_4H_VS_16H_IFNG_IN_CD8POS_DC_DN AADAT AASS ACAA2 ACOX1 ADGRE1 AK3 ALDH2 ALDOB AMPD3 AOAH APOC2 ARF5 ARHGAP9 ARID3B ARL6IP1 ARPC5L ARRB1 ATG7 ATP8A1 BAK1 BPHL BSCL2 BST1 C1QB C3 C6orf89 CA14 CCL2 CCR6 CD180 CD300C CD302 CD34 CD37 CD5 CD79B CD93 CDIPT CDKN3 CLEC4A CLIP3 CLN3 CLN8 CNDP2 COMT CP CR2 CSF1R CSF3R CTBP2 CTSA CTSB CTSV CYP24A1 DCTN5 DLX1 EMB ENG EPN1 ERF ERP29 ETHE1 FADS1 FCER1G FCER2 FCGR1A FERMT3 FES FKBP1B FLT4 FOXD3 FRRS1 GABBR1 GEMIN5 GMFG GRINA GRN GSN GSTM5 GUCA1A H6PD HAGH HBG2 HEXA HFE HLA-DMA HLA-DMB HLA-DOA HLA-DQA1 HLA-DRB1 HMOX1 HOPX HSD17B8 ICAM2 ID3 IFITM3 IFT88 IGF2BP1 IGHM IGKC IGLC7 IL18 ITPR2 KCNAB2 KDELR1 LAMTOR4 LGALS1 LGALS3BP LIPA LPL LPP-AS2 LY6E LY86 LYL1 MAFB MAGEH1 MAN2B1 MAP3K5 MAP4K3 MATK MEF2C MPP1 MR1 MSH5 MXD4 NAPSA NDUFA13 NEK2 NLN NRP1 NT5DC3 NUCB1 NUDT3 OCM2 OSBPL5 PELO PHLDA3 PIMREG PKIG PLAUR PLD1 PLD4 PLOD3 PLPP1 PLXNB2 POLD4 PPFIA4 PRKD2 PSAP PTPN18 PTPRE PVT1 RECQL5 RGL2 RGS14 RNF141 RNPEP RPL22 RPP21 S100A1 SAG SALL4 SCG5 SEPTIN9 SFTPC SIPA1L2 SIT1 SLC10A2 SLC25A53 SLC50A1 SLC7A8 SMAGP SMDT1 SMPD1 SOAT1 SOX6 SRPK3 STAB1 STC1 STIM1 SUMF1 SURF1 SYCP3 SYK SYNJ2BP SYS1 TBXAS1 TMEM160 TMEM234 TMEM268 TMEM37 TRAF3IP2 TUBB4A TXNIP TYROBP UCK1 USP3 VIPR2 ZFR2 ZP3 GSE3337_4H_VS_16H_IFNG_IN_CD8POS_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3337_4H_VS_16H_IFNG_IN_CD8POS_DC_UP AAMP ABCC1 ACOT7 ADAM8 ADK ADPRS AGO2 AGRN ANKRD33B ASPRV1 ATP6V0A1 AURKAIP1 BATF3 BIRC3 BUD31 CARS1 CCR7 CCT3 CD1D CD40 CD63 CD80 CD83 CDK11B CDKN1A CDT1 CHKA CLPP COPS2 COPS7A COPS8 CPSF7 CRNKL1 CSNK1D CXCL10 DBT DDIT3 DDX19B DDX21 DNAJA2 DPH5 DR1 EDF1 EIF3L EIF4A3 EIF4EBP1 EIF6 ELOVL2 EMC8 ENO2 ENO3 ENSA FAM216A FASLG FBXO45 FOXN2 GABARAPL1 GADD45A GADD45B GADD45G GALK1 GAR1 GCLC GHITM GLCE GLIPR2 GNAI3 GOSR1 GPD2 GPN3 GPR137B GRAMD2B GTF2B HAX1 HBA2 HBB HDLBP HNRNPAB HSP90AB1 HSPA1A HSPA4 IDE IFI30 IFNG IL1R2 IL1RN IL4I1 IMP4 IPO11 IRF6 KPNA3 LAPTM4B LARS1 LDHA LIMA1 LMNA LSM4 LSP1 MAFK MAT2A MCM2 MCM5 MEMO1 METTL3 METTL9 MORF4L2 MRPL2 MRPL20 MRPL23 MRPL34 MRPL46 MRTO4 MT1E MYO10 NAA38 NANS NASP NDRG1 NEK6 NELFE NFE2L1 NOP56 NPM3 NUDT5 NUP62 NUP85 PCLO PDZD11 PEBP1 PFKFB3 PLK2 POLB POLR2I PPA1 PPIF PPIH PRELID3B PRIM1 PRNP PRRC1 PSMB2 PSMB6 PSMC1 PSMC5 PSMD4 PTGER4 RAMP3 RAN RBM6 RELB RNASEH2A RNF19B RNPS1 RRM1 RUVBL2 SART3 SEC13 SELENOK SERPINB1 SFPQ SHMT1 SIVA1 SLC1A5 SLC44A1 SLFN12 SNAP47 SNRPG SPHK1 SPIC SPSB1 SRGN SRI ST7 STAM2 STAT3 SUB1 SUPV3L1 TAMM41 TCP1 TIPIN TK1 TMEM147 TMEM97 TNF TNFAIP2 TNFAIP3 TNFRSF18 TNIP1 TP53INP2 TRAF1 TSPAN33 UCK2 UFD1 WDR43 WDR55 YWHAE ZC3HC1 ZFP36 ZNF688 ZSCAN21 GSE3337_CTRL_VS_16H_IFNG_IN_CD8POS_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3337_CTRL_VS_16H_IFNG_IN_CD8POS_DC_DN AARS1 ABHD8 ABR ACOD1 ADRM1 AGPAT5 AK3 ANKFY1 AP1S1 ARPC5L BCKDK BCL3 BCL7B BCL7C BST1 BUD31 C3 C8orf33 CA3 CALCR CAPN1 CAPNS1 CASP9 CCL2 CCND3 CD180 CD19 CD37 CD79A CDC20 CDK2AP2 CDT1 CHMP1B CISD1 CMPK2 CNN3 COL5A2 CPOX CSNK2A2 CUEDC2 CXCL9 CXCR2 CXCR3 CYBC1 CYFIP2 DAD1 DAXX DPM3 DPP4 DVL1 DXO ECE1 EGLN2 EIF1B EMC10 EXTL3 FAM110A FASTKD5 FDPS FKBP8 FLNB FLT4 FRMD8 FUS GBP2 GBP7 GGA1 GLIPR2 GNAT2 GPS1 GRINA HCLS1 HCN1 HDC HIP1R HLA-DMA HLA-DOA HLA-DRB1 HSD3B7 IDNK IFT27 IGKC IL12RB1 IL18BP INPP5B IRF1 IRF8 IRGM ISG20 KANSL2 KAT7 KIF1B KL LIN9 LPP-AS2 LYPLA2 LYSMD1 MAP3K4 MAP4K1 MARS1 MCM2 MCM7 MED28 MFNG MICOS13 MNT MRE11 MTTP NAA38 NAA40 NAMPT NDUFV1 NELFE NFIX NOC4L NOTCH1 NRP1 NUDT3 NUP62 NUP85 OGFR OSBPL5 OXCT1 PAFAH1B3 PARD6A PDAP1 PFKFB3 PIM1 PITPNB PKIB PLOD3 PLPP1 PMF1 PML POLA2 POLDIP3 POLR2L POU6F1 PPA1 PQBP1 PREP PSMB10 PSMC3IP PSMD4 PSME1 PSME2 PTK2B RAB5IF RAD23B RAF1 RAN RCC2 RNASEH2A RNF19B RNPS1 SAMHD1 SCAMP3 SELENOH SEPTIN9 SERTAD1 SF3B3 SIVA1 SLC9A8 SLCO3A1 SMAGP SMARCB1 SOCS1 SOD2 SPARC STAT3 STIL STX2 STX8 STXBP1 TAF1C TANGO2 TAP1 TAP2 TBL2 TFIP11 TMEM160 TMEM41B TNFAIP2 TOMM40 TPST1 TRAF3IP2 TRIM21 TRIM27 TSPO UBA7 UBD UBE2L6 UHRF1 UNC119 UPP1 VARS1 WARS1 WDHD1 WDR55 ZEB1 GSE3337_CTRL_VS_16H_IFNG_IN_CD8POS_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3337_CTRL_VS_16H_IFNG_IN_CD8POS_DC_UP ABCC1 ACOX1 ACP5 ACSM2A ADAMDEC1 ADAMTS1 ADGRG3 AFF4 ANGPTL2 ANKRD10 ANKRD28 ANXA5 APOA5 APOC2 APOE ARHGAP9 ASAP1 ASH2L ASPRV1 ATOX1 B4GALT6 BDNF BIRC3 BPHL C1QTNF12 C3AR1 C5AR1 CALCB CCDC28B CCL22 CCR9 CD14 CD300C CD44 CD93 CDCP1 CDH11 CDH9 CEBPA CFP CLCC1 CLEC4A CNTRL COMTD1 COX5A COX6A2 CP CRYL1 CTSB CTSD CTSV DAP DBP DNAJB4 DNAJC4 DNTT DPP7 EFNB2 EML5 EMP1 ENO3 EREG ERGIC1 ETS2 EVI5 EXOSC4 F10 FASLG FCER2 FGR FH FLT3 FZD1 FZD4 GAB1 GALNT1 GCAT GNA12 GNPTAB GSTM5 H6PD HBG2 HEBP1 HLA-DQA1 HMOX1 HOXA1 HP HSD17B4 HSPA1A ID3 IDH3A IER3 IFI27 IL13RA1 IL18 IL1B IL1RAP IL4I1 IL5RA IRAG1 JARID2 JKAMP KDELR1 KLF7 KLHL21 KRT34 LMNA LUC7L LXN MAN2B1 MESP2 METTL3 MFAP4 MID1 MMP12 MRC1 MUSK MYL11 NAV1 NCF4 NCKAP1L NDRG4 NECAP1 NFS1 NME1 NNT NSF NUDT5 NXPH2 PARP1 PATJ PDGFRB PIMREG PIP4K2A PLBD1 PLXND1 PPFIA4 PRDM1 PRKCD PRNP PTAFR PTPRS PVT1 QRSL1 RAB3IL1 RABEP1 RAMP1 RGL1 ROGDI RTN1 RTTN S100A4 SERAC1 SERPINB4 SETD4 SFT2D1 SGPP1 SH3GL1 SHH SLC44A1 SLPI SMAD5 SNX5 SOX4 SPART SPRYD4 STAB1 STARD3 STK3 SYNGR1 TMEM11 TMEM165 TMEM176B TMEM205 TMEM37 TMEM45A TNFRSF4 TOP3B TP53INP2 TPM2 TRIO TSEN15 TYROBP UBA5 UBE2K UBE2L3 UFD1 USP25 UTY VCAM1 VCAN VEGFA VPREB3 VTI1A YJU2B ZFP37 ZMAT3 ZNF239 ZNF277 ZSCAN21 GSE3337_CTRL_VS_4H_IFNG_IN_CD8POS_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3337_CTRL_VS_4H_IFNG_IN_CD8POS_DC_DN ABCC1 ABR ACADL ADAR ADGRA3 AHRR ALB ANXA2 AP1S1 APLP1 ARF3 ARFGEF1 ARHGAP5 ARHGEF2 ATP5F1A ATP5PO BZW2 CA5A CAMK2D CAND1 CAP1 CASP4 CCDC88A CCL1 CCNE2 CD2BP2 CD36 CD40 CD44 CD8B CDC73 CDK4 CEBPG CHIA CHPT1 CLK2 CNN3 CPNE3 CSF1 CSNK1D CTSC CX3CR1 CXCL10 DAXX DCPS DR1 EIF1AY ELAVL2 ENPP1 ENTPD1 ESD FAU FBL FGL2 FLI1 FLNB GABRD GADD45G GBP2 GBP4 GBP7 GGPS1 GIMAP1 GIMAP4 GLIPR2 GNB4 GPD2 GPN2 GPR132 GRAMD2B GSPT1 GTPBP2 GZMB H2BC5 HERC2 HNRNPAB HOPX HSD3B7 ICOS IDNK IER3 IFI35 IFIT1B IFIT2 IFIT3 IKBKB IL13RA2 IL18 IL18RAP IMP4 IRF1 JUN KDR KHDC1L KLF4 KRT84 KSR1 LANCL2 LAT LIMA1 LMAN2 LMNB1 LTBP2 LXN LYPLA1 MDM1 MED28 MPEG1 MRPL54 MTMR1 MXD1 MYC NAMPT NBN NCK2 NDRG1 NDUFA6 NMBR NOC4L NONO NOP10 NOTCH4 NXF1 PABPC1 PAPOLA PCGF5 PDIA6 PFKP PHETA1 PKIB PLG PML PNPO PON1 POU6F1 PPAT PPP3CB PRDM1 PREP PRKCH PRRX1 PSMB10 PSMB8 PSMB9 RAB7A RBL1 RBMXL1 RMDN3 RNF14 RORA RPL3 SCAF11 SERPINA10 SERPINB1 SLA SLFN12L SMAGP SNAPC3 SNRPD3 SOCS1 SP4 ST3GAL6 ST6GALNAC6 STAM2 STAT1 STAT3 STOML2 STX2 STX3 SWAP70 TAP1 TCF19 TG TIMM8A TLR7 TNF TNFAIP2 TNFAIP3 TNNC2 TNS2 TOR3A TPSB2 TPST1 TRAF3IP2 TRIM21 TUBB TXK TXNDC17 UBA7 UBD UGGT1 UPP1 USP18 USP22 VPS54 WARS1 XCL1 YKT6 ZNF106 ZNFX1 GSE3337_CTRL_VS_4H_IFNG_IN_CD8POS_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3337_CTRL_VS_4H_IFNG_IN_CD8POS_DC_UP ABHD14A ACOX1 ADIPOR2 AGAP1 AHNAK AIF1 AKAP8L ALG2 ANGEL2 ANKH APOBEC1 ARHGAP1 ARID3B ARRB1 ASPRV1 ATP5MK BAG3 BLK BRCA1 C22orf39 CACNA2D3 CAPRIN2 CASC3 CBFA2T3 CCL22 CCN4 CCR6 CD14 CD22 CD7 CD72 CD79B CD93 CDKN2B CHTF8 CLEC4A CNTN1 COLGALT1 CRIP1 CSF1R CTSB CTSD CTSH CTSV CWC22 CX3CL1 DDX50 DDX6 DHX30 DLX1 DNAJB2 DNAJC11 DSTN EGR1 EIF3B EMP3 ENO3 EPHB6 ERCC5 ETFB ETV1 F10 FABP5 FCER2 FCF1 FGF18 FRRS1 G3BP1 GABARAP GALNT1 GGA2 GLG1 GON4L GSTO1 GSTT2 GTF3C2 GUSB HEXA HLA-DQA1 HUWE1 ID3 IDI1 IGLC7 ING1 INO80E INSIG1 ITGB2 ITIH5 ITPKB KAZALD1 KLF7 LARP4B LBP LPCAT1 LYL1 MARVELD1 MEPCE MKLN1 MLST8 MOS MPO MRPL45 MYOD1 NAPB NAPSA NCDN NEDD8 NEURL4 NLRX1 NOPCHAP1 NPC1 NPM3 NR1I3 NUCB2 OGDH OGFOD2 P2RX4 PAX1 PDE1B PDE8A PEA15 PER1 PHC1 PLCG2 PLD4 PLTP PLXNB2 PLXND1 PNKD POLDIP3 PPFIA4 PPP1R18 PPP1R21 PRKCE PSMC5 PSMD11 PSMD3 PTCD2 PTPRE PUM3 PXK RAB20 RALY RBM38 RCL1 RGN RGS14 RNF149 RNF181 RPAP3 RPS25 RPTN RRAS SEMA4B SEPTIN9 SERPINB5 SFXN1 SGK1 SIPA1L2 SIRPA SLC22A23 SLC39A7 SLC44A1 SLC44A2 SLC51A SLC7A5 SLC7A7 SLC9A8 SMARCA4 SMARCC1 SOX4 SPIC SQOR STRA6 SURF1 SURF4 SYK TCEA1 TCEAL9 TCF7 TGFB3 TGFBI TMEM150A TNFRSF1B TPP1 TRAPPC10 TSPAN32 TYROBP UBAP2L UBE2J2 UBE2N UBL4A UBXN8 VAMP2 VAMP4 VAMP8 VIPR2 ZFP28 ZFP36L2 ZIC1 GSE33424_CD161_HIGH_VS_INT_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE33424_CD161_HIGH_VS_INT_CD8_TCELL_DN ACKR1 ACTN1 ACTN2 ADA ADAM19 AGRP AHCY AIRE ALYREF ANGPTL2 ANXA2 AQP9 ARAP3 ARL4C ATOX1 ATP5IF1 ATP5MK BAG2 BAG6 BZW2 C8orf33 CBR1 CBX6 CCNA2 CCNB2 CCND2 CCT7 CD28 CD3D CD3G CD8A CD8B CD9 CDC20 CDC25C CDCA3 CDK1 CDK5RAP3 CELSR1 CHEK1 CKAP2 CKS1B CMC2 CNGA1 COL4A1 CSNK2A1 CST7 CTLA4 CUTA DDC DHCR24 DIAPH3 DRC1 EDEM1 EEF1AKMT1 ELOVL6 EMB EXO1 EZH2 F2R FADS1 FAS FBLN1 FLOT1 FOXN2 FXYD5 G0S2 GALK2 GFI1 GOSR1 H3-4 HCN3 HES2 HLA-DRA HNRNPLL HPCAL1 IFI27 IFITM10 IGF2R IGFBP1 IGFBP7 IL7R ITGAE ITK ITM2A KIF20A KIF22 KRT7 LMX1B LSM7 MATN1 MCM2 METTL9 MRPL27 MRPL41 MRPL54 MRPS14 MRPS28 MS4A6A MTR MYBBP1A MYBL2 MYL1 MYO6 NCAPH NCBP1 NCKAP1 NDUFA2 NDUFA5 NDUFB6 NFE2 NFIX NOTCH1 NPC2 NRP1 NSG2 NUDT1 NUSAP1 ORC6 OTULINL P3H3 PALM PARM1 PCLAF PDLIM1 PFKP PGAM1 PGK1 PKP4 PLG PPA1 PPIA PRDX6 PRSS58 PSPH PTGS2 PTOV1 PTPN13 PTPN22 RAB8B RACGAP1 RAD51 RAMP1 RANBP1 RCN1 RECK RGCC RGS10 RGS11 RNF149 RPL41 RPS26 RRP7A RWDD4 S100A10 S100A4 S100A6 SAR1B SELENOV SELPLG SEMA4F SFMBT2 SFXN1 SH3PXD2A SIT1 SLC25A10 SLC25A4 SLC46A1 SMDT1 SNHG6 SOCS3 SPR SRCIN1 SSBP2 SST STAT5B STMN1 SUPT4H1 TBC1D24 TCF7 TDRP TENT5C THOC7 THY1 TNFAIP8L1 TOP2A TSPO TUBA1A TUBA1B TUBB TXK TXN UCK2 UQCRQ USP3 VPS26B XRCC1 YJU2 ZAP70 ZSCAN12 GSE33424_CD161_HIGH_VS_INT_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE33424_CD161_HIGH_VS_INT_CD8_TCELL_UP ABCB7 ABHD14A ADAM9 ADSS1 AHCY ANXA2 ARHGAP21 ARL3 BAG2 BCAP29 BLK C9orf85 CASP1 CASP9 CCDC28B CCR1 CCT6A CD19 CD22 CD38 CEP89 CFAP20 CHD1 CIITA CLDN7 CLIC4 CNIH4 CNN3 CPNE6 CPSF2 CRYBB2 CTSC CTSH CXXC5 DAG1 DCT DMTF1 DRAM2 EBF1 EIF2AK3 EIF2AK4 EPCAM EPS15 EPS8 ERO1B EVI2A FAH FDX1 GABRA3 GBP4 GCM2 GCOM1 GCSH GGA2 GLO1 GNB3 GPHN GPR137B HCK HHEX HK2 HLA-DOB HOMER1 HSD17B11 HSDL2 HUS1 HYCC2 IGHM IL10RA IMPDH2 INHA IRAK1 ITGA4 ITGA6 KCNN4 KCTD12 KIAA0930 KIAA1522 KLF2 KLF4 KPNA2 LAMP2 LGALS4 LIMD1 LIPC LITAF LMO2 LRRC58 LRRC8A LYN MAB21L2 MAN1A1 MAP3K1 MAP3K8 MCL1 MCOLN2 MFSD14A MGAT1 MGST1 MPEG1 MRTO4 MTCH1 MTM1 MYADM MYC MYL6 MYO5A MYO7A NAP1L1 NEDD4L NFIL3 NID1 NPAS1 NPM1 NUDT19 OAT OXT P2RX4 PEPD PHTF2 PIM1 PKIB PKIG PLAC8 PLAUR PLBD1 PLD4 PLSCR1 PLTP PML POLE3 PON3 POU2AF1 PPP1R21 PRDX4 PRKCD PRKCE PRPS2 PSMD14 PSPC1 PTS RAB31 RABGGTB RALGPS2 RAP1A RASA3 RASD1 RBM25 RGS14 RIDA RIPOR2 RSU1 RYR1 S100A10 S100A6 SAA1 SBF2 SCD SELL SEPTIN2 SERP1 SERPINI1 SLC16A7 SLC25A15 SLC31A1 SLC32A1 SLC38A2 SLC4A1 SLC7A7 SMIM14 SQLE SSPN SYK SYPL1 TACR2 TACSTD2 TCF4 TEP1 TFAM TGIF1 TIPARP TMEM123 TPD52 TPST1 TRAPPC12 TRNT1 TSPAN13 TUBA1A TUBB3 TUBB6 TXNDC17 UBE2E1 UBE3A UBL3 URM1 VCL WEE1 XPOT YBX3 ZC3H12C GSE33424_CD161_HIGH_VS_NEG_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE33424_CD161_HIGH_VS_NEG_CD8_TCELL_DN ACIN1 ACKR1 ACTN2 ADA ADH1C AEBP1 AFF1 AHCY AIRE AKR1B15 ALYREF ANLN AP2S1 ARL4C ATP5IF1 ATP5MK ATP5PF BAG2 BIRC5 BRCA1 BZW2 C11orf54 C8orf33 CA1 CBR1 CCNA2 CCNB2 CCR9 CD28 CD3D CD3E CD3G CD8A CD8B CDC20 CDC25C CDCA3 CDCA8 CDK1 CELSR1 CENPK CHCHD7 CHEK1 CIT CKAP2 CKS1B CMC2 CNGA1 COL1A2 COL4A1 CPSF4 CRCT1 CST7 CUTA DDC DHRS3 DRC1 EDEM1 EGR2 EIPR1 ELOVL6 EVL EZH2 F2R F2RL1 FADS1 FAM53A FAS FBLN1 FBN1 FGF13 FRMD6 FYN FZD6 G0S2 GATA3 GFI1 GOSR1 GPATCH2 H3-4 HAUS5 HLA-A HMGCR HNRNPLL HOXA4 HPCAL1 HYAL2 ID3 IDNK IDS IL7R IRS2 ITK ITM2A KIF1A KIF22 KRT77 LAG3 LAMB3 LAPTM5 LCK LPIN1 MAD2L1 MAP4K4 MATN1 MCM2 MCM7 METTL9 MMP7 MPHOSPH9 MRPL27 MRPL41 MRPL54 MRPL55 MRPS28 MS4A6A MT1E MTR MYBBP1A MYBL2 MYO6 NCBP1 NCKAP1 NDN NDUFA2 NDUFB6 NFE2 NOCT NOTCH1 NPTX1 NRP1 NSG2 NUDT1 NUSAP1 NVL PALM PCLAF PCNA PDK1 PELI1 PFKP PIM3 PRC1 PSAT1 PSMB3 PSMB6 PSME2 PSPH PTPN13 RACGAP1 RAD51 RAMP1 RANBP1 RBP1 RECK REXO1 RFC5 RFLNB RGCC RGS10 ROM1 RPL41 SATB1 SELENOH SEMA4F SGK1 SH3PXD2A SIT1 SLC12A7 SLC29A1 SLC46A1 SNHG6 SPEG SRCIN1 SRI SSBP2 SSRP1 STAT4 STMN1 SUPT4H1 TCF20 TCF7 TDRP TES THOC7 THY1 TNFAIP8L1 TOP2A TP53I13 TXK UCP1 UQCRQ USP3 UTF1 VPS26B XRCC1 YJU2 ZAP70 ZBTB7B GSE33424_CD161_HIGH_VS_NEG_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE33424_CD161_HIGH_VS_NEG_CD8_TCELL_UP ABCA1 ADAM10 AKAP12 AKAP8 ALCAM ALDH1A1 AP1G1 ARIH1 ARL5A ASNSD1 ATF1 ATG16L1 BCL2A1 BCL6 BIN1 BIRC3 BLK BLNK BTK BTN1A1 C1orf43 C9orf85 CA2 CASP4 CCR6 CD19 CD22 CD38 CD40 CD72 CD74 CD79B CD83 CIITA CNR2 COLGALT1 CORO2B CPLX2 CRLF3 CTSC CTSH CXCR5 CYFIP1 CYP2B6 CYP4A11 CYRIB DNAJA2 DNAJB9 DYRK1A EEA1 EED EID1 EIF2AK4 EIF4G2 EPB41L2 EPHA6 ERO1B ESRP2 ETS1 EVI5 FCER2 FCGR1A FCGR2B FCRLA FICD FIGNL1 GANAB GCNT1 GGA2 GLCE GNA13 GNG10 GNS GOSR2 GRPEL2 GSTM3 HBB HBS1L HCK HEXA HLA-DMB HLA-DOB HLA-DQA1 HLA-DRB1 HS3ST1 HSPA4 ICAM1 IDUA IGLC7 IL10RB IL4I1 ING4 INPP1 INPP5A INPPL1 IREB2 IRF5 IST1 ITFG1 KCTD12 KTN1 LATS2 LIMD1 LPGAT1 LUC7L LY86 LYL1 LYN MAPK12 MBD4 MCL1 MDFIC MEF2C MGAT1 MIF4GD MPEG1 MS4A1 MTPN MYCBP2 MYO1E MYO5A NAPSA NAT1 NCF2 NPY2R NUCB2 OAT OTC PCSK5 PISD PKIB PKIG PLBD1 PLCG2 PLEKHB2 POLM POU2AF1 PPP1R15B PRKCD PSAP QRSL1 RAB14 RAB24 RAB28 RALGPS2 RASSF2 RCAN1 RFC1 RGS4 RHOQ SACM1L SAFB SCAF11 SELL SERINC3 SERPINB1 SH2B3 SKAP2 SKIL SLC25A36 SLC25A53 SLC30A5 SLC30A9 SLC44A1 SLC4A7 SMARCA2 SMNDC1 SNX2 SNX9 SPIB SPOUT1 SRGN SRPK3 STARD10 STRBP STT3B SYK SYPL1 TCF4 TEC TK2 TMEM229B TOR3A TRNT1 TXNDC16 UBE2D3 UBL3 UBLCP1 UIMC1 UPF3B UPP1 VAMP4 WBP4 ZBTB20 ZC3H12C ZDHHC14 ZFP36L1 ZNF385A ZNF532 ZNF841 GSE33424_CD161_INT_VS_NEG_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE33424_CD161_INT_VS_NEG_CD8_TCELL_DN ABCA3 ADD3 AFMID AGL ALCAM AMPD3 ANKH ANKRD33B ANKRD37 ANXA1 ANXA5 AP3D1 ARFGEF3 ARHGAP18 ARMC3 ATG9A ATP5IF1 ATRNL1 C17orf58 CACNG7 CADM1 CAMTA1 CCDC157 CD151 CD209 CD99L2 CDC25B CDC42BPG CDC42SE1 CELA3B CENPA CHRNB1 CMAS CNKSR3 CNPPD1 CNPY4 CNST CNTD1 COX6A2 COX7A2L CPM CRELD2 CRIPT CRTAP CRYBG3 CSRP2 CTSH CUL3 CYP27A1 DDB2 DDX19B DIRAS2 DLG4 DONSON DUSP22 DUSP3 DYNC1I2 E2F2 EEF2K ELAC1 ENTPD4 ENTPD5 ERI2 FAAP20 FAHD2A FAM43A FAM8A1 FGR FMO5 FRG1 FUT11 FYN GABARAPL1 GCSAM GKAP1 GPN3 GPR155 GRIA3 GRK4 GSN GUCD1 H2AX HDAC11 HELB HES6 IGSF8 IKBIP INPP5A ITGA10 ITGB7 KBTBD11 KCNJ6 KIZ KLC2 KLHDC1 KLHDC10 KLHL14 LGALSL LIFR LPP-AS2 LRRC8C LY96 MADD MAGEE1 MAN1C1 MBD1 MICAL1 MKRN1 MMGT1 MMP11 MPRIP MTPN MTURN NATD1 NDRG1 NDUFB11 NEDD4 NEK3 NID1 NLRC3 NUCB2 OAZ2 PADI2 PDE2A PFN2 PHC1 PISD PITPNC1 POFUT1 PRKAG2 PRMT2 PRSS12 PTGER4 PTTG1IP PXDC1 RAB11FIP5 RAB31 RAP2A RASSF4 RDH12 RFC1 RFLNB RHOA RHOBTB1 RND3 RPL9 RUNX2 RWDD3 S100A1 SEC22C SELENOP SH3PXD2A SIKE1 SLAMF1 SLC35D2 SLC38A1 SLC38A10 SLC44A1 SLC49A4 SLC66A2 SNAP29 SNX12 SORD SPNS2 SRP14 STAU2 STK24 SYT4 SYTL4 TAX1BP3 TCP11L2 TFDP2 THRA TMEM107 TPRG1L TSC22D1 TTL TTYH3 TUBA1A TXNDC5 UBASH3B UBE2E3 UFC1 UGGT1 UNC5CL UPB1 UQCC3 URM1 VAT1 VMAC WDFY2 WDR81 WDR90 XKRX ZCCHC24 ZMAT3 ZNF274 ZNF395 ZNF862 ZW10 GSE33424_CD161_INT_VS_NEG_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE33424_CD161_INT_VS_NEG_CD8_TCELL_UP ABCB1 AGRN AK7 ANGPTL1 ASB13 ASNS BAZ1A BBX C19orf12 C7orf50 CALHM6 CARMIL1 CASP4 CCND2 CCNL1 CCRL2 CCT5 CD274 CD300LF CD47 CD69 CD86 CFAP210 CGAS CHD7 CHIC1 CHRAC1 CIPC CMPK2 CNR2 COX18 CSDE1 CSF1 CXCL10 CYBB DAXX DCAF1 DDX60 DHX58 DLL1 DNAJC13 DNAJC2 DPP4 DTX3L EHD3 EIF2AK2 ELF1 ELL3 EPSTI1 ETV6 EVI2A GART GBP2 GBP6 GBP7 GNL3 GPR171 GPR65 GYPC HAP1 HCK HERC6 HLA-E HMGN3 HSH2D HSPA5 IFI35 IFI44 IFI44L IFIH1 IFIT1 IFIT1B IFIT2 IFIT3 IFITM3 IL12RB1 INPP1 IRF1 IRF7 IRF9 IRGM ISG15 ISG20 LAP3 LARP1 LGALS3BP LIPT1 LPAR6 LPXN LY86 MARCHF5 MCOLN3 MDN1 MED12L MGST2 MITD1 MPEG1 MPHOSPH10 MRPL1 MTHFD1 MX1 MX2 N4BP1 N6AMT1 NAMPT NCOA7 NIFK NIT2 NLRC5 NMI NMRAL1 NOP58 NT5C3A NUFIP1 NUTF2 OAS1 OAS2 OAS3 OASL PABPC1 PARP11 PARP12 PARP14 PARP9 PDE7B PELI1 PFKFB3 PGD PKIB PLAC8 PMEPA1 PML PNO1 PNPT1 POLR3B PPA1 PPM1K PRMT5 PSMD11 PUM3 RASGEF1B RBL1 RIGI RILPL1 RNASEL RNF213 RPS2 RSAD2 RTP4 SAMD9L SAMHD1 SCAMP2 SERPINI1 SETDB2 SFXN2 SGCB SIDT1 SLC25A12 SLFN12L SLFN13 SLFN5 SMARCAL1 SMYD2 SNHG32 ST13 ST3GAL6 STAT1 STAT2 TAPBP TDRD7 TENT4A TGIF1 TLR3 TLR7 TMA16 TMEM140 TMEM185A TNFSF10 TOMM70 TOR1AIP2 TOR3A TPST1 TRAFD1 TRIM21 TRIM5 UBALD2 UBE3D UBXN2B USP18 UTP20 WDR75 XAF1 YARS1 ZBP1 ZCCHC18 ZCCHC2 ZEB2 ZFP1 ZNF365 ZUP1 GSE33425_CD161_HIGH_VS_INT_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE33425_CD161_HIGH_VS_INT_CD8_TCELL_DN ABCB9 ABCG2 ACTN1 ADCY6 ADGRL1 AGFG1 AIFM1 AMZ2 ANAPC13 ANXA2 AP3S1 ARL14EP ARL4C ASF1B ATP5IF1 BAX BLM BRIX1 BUB1 BZW2 C2CD2 C4orf48 CAPN3 CCL5 CCND2 CD244 CD27 CD3G CD7 CD8A CD9 CD96 CDC6 CELSR1 CENPK CHMP4B CISH CKS2 CNDP2 CPE CST7 CTLA4 CTSD CYTH3 DAD1 DBI DCTPP1 DHRS4 DLAT DNAJB6 EBP ELOVL6 EMB ENTREP3 EPRS1 EXOSC7 EZH2 FADS1 FKBP1A FURIN FUT8 GABARAPL1 GALK1 GALNT2 GARS1 GATD3 GCLM GFI1 GGT1 GMFB GMPPB GPR65 GTF2I HAUS3 HIBCH HMGB3 HPCAL1 ID2 IDH2 IDI1 IGF2R IMPA2 ITGAE ITK ITM2C KIF23 KLHL9 KLRD1 KLRK1 LCK LCP2 LGALS1 LMNB1 LMX1B MCEE MEIG1 MEMO1 METTL5 MID1 MKI67 MRPS28 MYO1F NAA11 NABP1 NBEAL2 NCAPH NDUFA13 NDUFA9 NEK2 NOTCH1 NPC2 NR2C2 NSG2 NUDT1 OSTC OSTF1 OTULINL PCLAF PCNA PDCD4 PDCD5 PDE9A PELI1 PFKP PGK1 PKP4 POLA1 POLD2 POLR2D POMP PPA1 PPIA PPIC PPP2R5C PRDX6 PRIM1 PRKACB PRKCH PRPF38A PSAT1 PSMA4 PSMB3 PSME2 PSPH RAB8B RACGAP1 RBM17 RFC5 RGS10 RNF149 RPA1 RPL41 RPS26 RWDD1 S100A10 S100A11 SAR1B SARAF SASS6 SC5D SEC61G SELPLG SFMBT2 SH2D2A SLC35D1 SMO SNHG6 SOAT2 SPART SPR SPRED2 SSBP2 SSX2IP ST3GAL4 STK39 SVIL TBC1D24 TCF7 TENT5C TFPI TKT TMEM38B TNFRSF18 TNFRSF9 TOP2A TSPO TTK TUBB TXK TXN UCK2 UNC119B USP3 VMP1 VPS26B XDH YARS1 YIPF3 YJU2 ZSCAN12 GSE33425_CD161_HIGH_VS_INT_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE33425_CD161_HIGH_VS_INT_CD8_TCELL_UP ABCF3 ADAM9 ADCK1 ADM ALOX15 AOPEP APOBEC1 ARRB1 ASH1L ASNSD1 B4GALT6 BCL2L2 BCL7B BLNK BLZF1 BTK C6orf89 C9orf85 CAMLG CASP1 CBFA2T2 CCDC28B CD19 CD2 CD2AP CD40 CD74 CD79B CEACAM21 CEP89 CFAP20 CHD1 CHUK CIC CLTC CMTR2 CNN3 CTSH CTSS CTSZ CXCL13 CXCR5 CYFIP1 D2HGDH DAG1 DCAF1 DIDO1 DNAJB9 DPF2 DRAM2 EIF2AK4 ELL2 ENTPD1 EPS15 ERO1B ERP29 FAM91A1 FCRLA FEM1A FICD GABPA GBP4 GCM2 GGA2 GNG10 GNS GPR137B HCK HHEX HLA-DMA HLA-DOB HLA-DQA1 HSD17B11 IFI30 IGHM IGLC7 IL18 ILF3 INPPL1 IQGAP1 IREB2 IRF3 IRF5 ITGA6 KIAA1522 KIF9 KLC1 KLF4 KLHL7 LGMN LIMD1 LMO2 LMO7 LY6D LYL1 LYN MAPK12 MCL1 MCOLN2 MEF2C MFHAS1 MGAT1 MIF4GD MPEG1 MS4A1 MTPN MYADM NAPSA NCF4 NDEL1 NHSL2 NID1 NUCB2 NUDT19 OAT PBX3 PDE8A PEPD PHTF2 PKIB PKIG PLAC8 PLBD1 PLD4 POLR2A PON3 POU2AF1 POU2F1 PPID PPP1R21 PRKCB PRKCD PRKCE PSAP PSMD14 PTS RAB10 RAB14 RAB35 RALGPS2 RB1 RHOQ RNF13 RNF181 RNGTT RPGR RUFY1 RYR1 SAA1 SAFB SBDS SCOC SELL SEPTIN2 SERINC3 SLC25A15 SLC7A7 SMIM14 SND1 SNX10 SNX2 SNX5 SPI1 SPIB SSPN STK25 STX7 SUCLG2 SYK SYT2 TBC1D14 TCF4 TEC TEP1 TIPARP TMEM123 TMOD3 TPD52 TPST1 TRMT1 TSPAN32 TUBB2A TUBB6 TXNDC16 UBE2G1 UBL3 UIMC1 UPF3B VCL VKORC1 VPS35 VPS41 VPS4B WBP2 WDFY2 ZC3H12C ZNF106 ZNF207 ZNF385A ZSCAN26 GSE33425_CD161_HIGH_VS_NEG_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE33425_CD161_HIGH_VS_NEG_CD8_TCELL_DN ABHD5 ACOT7 ACTR2 ADK ADM ADSS1 ALDH2 ALDH7A1 ALG5 ALOX15 ANXA2 ANXA7 ARID3A ARIH1 ASS1 ATP11A ATP5F1E BACH1 BAG1 BMX C15orf39 C1orf43 CAPN2 CASP1 CBFA2T3 CD68 CD80 CD9 CDK5RAP3 CEP89 CFAP20 CHD1 CHI3L1 CLCN7 CRIP1 CTLA4 CTSE CYP11A1 DDIT4 DLAT DNAJB9 ECPAS EMB ENO1 EPCAM EPS8 FAAH FAH FGL2 FN1 FOXN2 FRRS1 FSTL1 FUT8 FXYD5 GBP4 GBP7 GCM2 GCSH GGH GIMAP4 GJA10 GLO1 GLRX GNL2 GPHN GPR137B GSTO1 HCK HSD17B11 IDH2 IFI30 IGF1R IGKC IL15 IL5RA IL6ST IMMP1L INPP5A INPPL1 IRAK1 ITGA6 ITM2B ITM2C KCNA4 KIF16B KLHL7 KLHL9 KNOP1 LDAF1 LGALS4 LIPC LITAF LRRC58 MCEE MCOLN2 MFHAS1 MFSD14A MGST1 MGST2 MICOS10 MPEG1 MTM1 MTPN MYC NAP1L1 NEDD4 NEK2 NID1 NPAS1 NPM1 NUDT19 OAT OTULINL PDCD4 PDE8A PDK3 PEPD PEX7 PHYH PIM1 PLAC8 PPP2CB PRDM1 PRDX2 PRPS2 PSMD14 PSPC1 PTPN22 RACGAP1 RAD54L RAP1A RBBP7 RBBP9 RER1 REXO2 RIDA RNASE4 RNASEH2B RNF208 RSU1 S100A1 S100A10 S100A11 S100A4 S100A6 SAA1 SAR1B SBF2 SCAMP1 SEPTIN2 SFXN1 SH3BGRL SH3BGRL2 SLC25A15 SLC25A4 SLC66A3 SLC7A7 SMPDL3A SNRPB2 SOCS2 SPINK4 SPTA1 SSPN STRAP STT3B SUCLG2 TAGLN2 TEP1 TG THUMPD1 TMBIM1 TMCO1 TMED3 TMEM123 TMEM131 TMEM167A TMEM176B TMEM230 TMOD3 TOMM70 TPD52 TRIM11 TRIM37 TUBB2A TUBB6 UBE2E1 UBE3A UBL3 UCK2 UQCRB UXS1 VBP1 VMP1 WDR77 XPOT YIPF4 ZBTB20 ZC3H12C ZNF808 GSE33425_CD161_HIGH_VS_NEG_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE33425_CD161_HIGH_VS_NEG_CD8_TCELL_UP ACRBP ADA ADPRM ADRB2 AMBP ANKFY1 ANKRD2 AP2S1 ARHGAP39 ARHGAP45 ATG16L1 AURKA BCL2 BCL6 BMAL1 BSDC1 BTBD3 BTG1 C8G CAP1 CAPN5 CCR6 CD72 CDH2 CDT1 CENPA CENPB CFB CGGBP1 CHFR CIITA CNN3 COL11A1 CPN1 CPSF7 CSAD CSK CTR9 CTSA CTSG CUX2 CXXC1 DARS1 DDB1 DLX3 DNMT1 DPP3 EIF2B4 EIF4G2 EMID1 ETV2 F2RL1 F8A1 FLCN FOXRED1 FRAT2 FUBP1 FYN FZD9 GABBR1 GAD1 GADD45A GCNT1 GDF5 GPD1 GPD2 GSN GYS1 HAUS5 HBA2 HDAC1 HES3 HHEX HIRA HLA-DMB HLA-DQA1 HLA-DRB1 HSD11B1 HSD3B7 HTR1B HYAL2 ID3 IER2 IFIT3 IL10RA IL16 ILVBL INSIG1 IRF5 IRF8 ITM2A ITPKB JARID2 KDM5B LARP7 LDHB LGALS9B LGMN LTA MARK2 MARS1 MCM3AP MCM6 MEF2C MEIG1 MGP MLX MPHOSPH9 MYB NDST2 NFKBIA NOCT NPTX1 NR4A2 NUP50 NXPH1 OGFOD2 OTUB1 PADI3 PAN2 PARP1 PARP8 PBX1 PCID2 PDE7A PER1 PER2 PI4K2A PLD3 POLA1 POLD1 POLDIP3 PPM1B PROP1 PRPH2 PSTPIP1 PTP4A3 PTPN6 PXK RAB21 RAB3IP RAD52 RALB RASA4 RBM4B REXO1 RFC1 RFLNB RHOG RNGTT RPS6KA2 RRM2 RTTN SATB1 SELENOH SELL SERAC1 SFT2D1 SIN3A SIPA1 SIX4 SKIL SLC17A1 SLC22A5 SLC30A4 SLC30A5 SLC44A2 SLC9B2 SMAD7 SMC2 SMPD1 SNX5 SORL1 SSBP2 SSTR4 STK11IP STRADA STX1A SUPT5H TAF8 TAX1BP1 TBC1D1 TLE4 TMEM109 TNFAIP8L1 TNFRSF21 TNIP1 TRAPPC5 TRIM47 TRIP12 UBE2O UHRF1 UQCRC1 USP38 VASP VAV1 VSX2 WDHD1 ZNF143 GSE33425_CD161_INT_VS_NEG_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE33425_CD161_INT_VS_NEG_CD8_TCELL_DN ACADL ADAM10 ADM AHNAK ALG2 ALOX15 ANXA1 ANXA2 ANXA7 AP1G1 APOBEC1 ARIH1 ARRB1 ASNSD1 BLK BLNK BTK C1orf43 C6orf89 C9orf85 CCDC28B CCDC90B CCNG1 CD19 CD22 CD38 CD40 CD74 CD79B CD83 CD9 CDC42SE2 CEP89 CHD1 CIITA CLTC CMTR1 CR2 CRIP1 CTSC CTSH CXCR5 CYFIP1 CYRIB DENND5A DIDO1 DNAJB9 DRAM2 EEA1 EI24 EIF2AK4 ENTPD1 EPB41L2 EPCAM EPS15 EPS8 ERP29 ETS1 EVI2A FAM91A1 FCRLA FICD FNDC3A GANAB GAS7 GGA2 GLCE GNG10 GNS GOSR2 GPR137B HCK HLA-DOB HLA-DQA1 HSD17B11 HSPA4 IGLC7 IL10RA IMMP1L ING4 INPP5A INPPL1 IREB2 IST1 ITFG1 IVNS1ABP KLC1 KLF4 LIMD1 LMO2 LMO7 LUC7L LY6D LYL1 LYN MAN2A1 MAP3K8 MAPK12 MCL1 MDFIC MGAT1 MGST1 MIF4GD MPEG1 MS4A1 MTPN MYADM MYCBP2 MYO5A NAPSA NDST1 NID1 NUCB2 OAT PBX3 PCSK5 PDE8A PISD PKIG PLAC8 PLAUR PLBD1 PLCG2 PLEKHB2 PLP2 PLSCR1 POU2AF1 PPID PRKCD PSAP PSEN2 PSMD14 PSPC1 PTS QRSL1 RAB10 RAB14 RAB24 RAB31 RALGPS2 RAP1A RFK RHOQ RNF11 RNFT1 ROCK1 RPN1 RPS6 RSU1 S100A4 SACM1L SAFB SBF2 SLC25A15 SLC25A53 SLC44A1 SLC4A7 SLC7A7 SNX10 SNX2 SNX5 SPG21 SPIB SPINK4 SRGN SSPN STARD10 STK25 STX7 STXBP3 SUCLG2 SYK SYPL1 TCF4 TEP1 TFAM TIPARP TK2 TLR7 TMED1 TMEM176A TNPO1 TOR3A TRNT1 TUBB6 TULP4 TXNDC16 UBA3 UBE2D3 UBE2G1 UBL3 UIMC1 UPF3B VAMP4 VPS4B WBP4 YIPF1 ZC3H12C ZNF385A ZSCAN26 GSE33425_CD161_INT_VS_NEG_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE33425_CD161_INT_VS_NEG_CD8_TCELL_UP ACSL4 ADAM10 ADH5 AHNAK AKAP12 ALCAM ANTXR2 ANXA2 ARAP3 ARF4 ARF6 ARL1 ARL5A ARRB1 ASAH1 ATF1 ATP6AP2 ATP6V1C1 B3GNT2 BCAP31 BCL2A1 BCL2L11 BRIX1 C1orf43 C6orf120 CA2 CAMLG CBX5 CCL5 CD244 CD82 CD9 CDK8 CIAPIN1 CMAS CNIH1 COLGALT1 COX17 CPD CRLF3 CTNNA1 CYTH3 DAZAP2 DEGS1 DHRS4 DIDO1 DNAJB9 DNAJC9 DOCK5 DUSP16 EEA1 EED EI24 EID1 EMB EPB41L2 EPS15 ERH FASLG FGL2 GANAB GBE1 GLCE GNG10 GTF2E2 HAUS3 HEXA HIBADH HLA-C HMGCS1 HNRNPK IFNGR1 IL7R IMMP1L ITGA4 ITGAV ITIH5 ITM2B IVNS1ABP KCTD12 KLHDC2 KLRD1 LAPTM4A LIN7C LSM14A MAGED2 MCEE MDFIC MFF MFSD14A MXI1 NAA38 NABP1 NAPSA NAT1 NDFIP1 NRGN NUDT16L1 NUDT4 OSBPL5 OSER1 OSTF1 OTULINL PCBP1 PELI1 PERP PGK1 PHYH PLAC8 PLEKHA1 PLEKHB2 PLSCR1 PON2 PPID PPP1CB PPP2R5C PPP3CB PRDX6 PRKCH PRKD3 PRPF4B PSEN2 PSMB9 PTDSS1 PTER PTP4A2 PTPN13 PTPN22 RAB10 RAB24 RAB28 RAB2A RAB8A RCOR1 RECK RGS2 RHOQ RNF11 RNF149 RNF5 RNF7 RNFT1 ROCK1 RPL10 RRAGC RSU1 S100A10 SAFB SAR1B SC5D SDHA SEPTIN2 SERINC3 SERPINI1 SKAP2 SKIC8 SLC1A5 SLMAP SLTM SMARCA2 SMC3 SMNDC1 SMPDL3A SMU1 SNIP1 SNX10 SNX6 SNX9 SPAST SPATA5 SQLE SRGN ST8SIA1 TCF12 TM7SF3 TM9SF2 TMEM147 TMEM30A TNFRSF18 TNFSF11 TNKS2 TNPO1 TRAF5 TRIM59 TRNT1 TTC39B U2SURP UBA3 UBE2D3 UBL3 UNC119B USP19 VAMP4 VMP1 VPS4B WRNIP1 YIPF1 YTHDF3 YWHAH ZFP36L1 GSE33425_CD8_ALPHAALPHA_VS_ALPHABETA_CD161_HIGH_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE33425_CD8_ALPHAALPHA_VS_ALPHABETA_CD161_HIGH_TCELL_DN ACIN1 ACP6 ACTN2 ADGRL1 ADH1C ANGPTL2 ANLN AP3S1 ARF1 ARHGAP9 ARL4C ASF1B ASPM ATP5IF1 BAIAP2 BCL2 BCL2L11 BIRC5 BLM BRK1 CAPN3 CAPNS1 CCL5 CD160 CD27 CD28 CD3D CD3G CDC42SE1 CDC45 CDC6 CDCA5 CDK1 CELSR1 CENPK CHCHD10 CIP2A CKS2 CNDP2 CPN1 CST7 CTSD CYTH3 DAD1 DBI DHFR DHRS4 DLX3 DNMT1 DRC1 DTYMK DYNLRB1 EBP EIPR1 ELAVL1 EMB EVL EZH2 FADS1 FGF9 FRAT1 FRAT2 GABARAPL1 GADD45A GALK1 GALNT2 GATD3 GCLM GEMIN5 GFI1 GJB2 GMFB GSN GTF2I H2AX HAUS3 HPCAL1 ID2 ID3 IDI1 IGF2R IMPA2 ITGAL ITK ITM2C ITPKB KIF23 KIN KLHDC4 KLRD1 KLRK1 LAG3 LAMTOR4 LAPTM5 LCK LCP1 LCP2 LMNB1 MCM2 MCM7 MEIG1 MEMO1 MKI67 MPHOSPH9 MRPL41 MRPS28 MRTO4 MX1 MYO1F NAA11 NAA38 NBEAL2 NCAPH NOCT NOTCH1 NR2C2 NRGN NSG2 NUDT1 PCLAF PDE9A PDK1 PELI1 PFKP PHF5A PKP4 POLA1 POLD2 POLR2D POMP PPIC PPM1B PRC1 PRIM1 PRKACB PRKCQ PSAT1 PSMA4 PSMB3 PSMB6 PSMB9 PSME3IP1 PTPN13 PTPRCAP PTTG1 R3HCC1 RAB3IP RAB8A RAB8B RANBP1 RANBP3 RFC5 RFLNB RGS10 RNF149 ROM1 RPA1 RPS14 SAR1B SARAF SASS6 SELPLG SEPTIN9 SFMBT2 SGK1 SLC12A7 SMC4 SNHG6 SOAT2 SPRED2 SSBP2 SSRP1 SSX2IP ST3GAL4 STK19 STK39 STMN1 SURF4 TCF7 TFPI THOC7 THY1 TMEM38B TNFRSF18 TNFRSF9 TNFSF11 TOP2A TRIM59 TSC22D1 TTK TXK UCK2 UNC119B USP3 VPS26B WRN XDH YARS1 YJU2 ZAP70 GSE33425_CD8_ALPHAALPHA_VS_ALPHABETA_CD161_HIGH_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE33425_CD8_ALPHAALPHA_VS_ALPHABETA_CD161_HIGH_TCELL_UP ABCA1 ADCK1 ADCYAP1R1 ANAPC15 ANKRD11 ANKS3 AOPEP APOE ARFGAP2 ASH1L ASNSD1 B4GALT3 BCL2L2 BCL6 BIN1 BLNK BMP2K BTK C1R C9orf85 CASP4 CASQ1 CBFA2T2 CBFA2T3 CCL22 CCR6 CD19 CD22 CD2AP CD40 CD72 CD74 CD79A CD79B CD81 CFL2 CHUK CIITA CLK2 CNN3 CNR2 CRB3 CRLF3 CTSH CTSS DCX DYRK1A EIF2AK4 EIF4A2 EIF4EBP2 EIF4G2 ELL2 EPS15 ERO1B EYA1 FCGR2B FCRLA FEM1A FICD FUT1 FUT4 GAD1 GGA2 GNS GSN GSTM3 HBA2 HBB HCK HEXA HIP1R HIVEP2 HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DQA1 HS3ST3A1 IDUA IFI30 IGHM IGLC7 IL4I1 IL4R IMMT INPP1 IQGAP1 IREB2 IRF5 IRF8 ITSN1 IVD KANSL2 KCTD12 KTN1 LDB2 LIMD1 LPGAT1 LY86 LYL1 LYN MAPK12 MCL1 MEF2C MGAT1 MIF4GD MKNK1 MRPS18A MS4A1 MTCP1 MYADM NAA80 NAGLU NAPSA NCAM1 NCF2 NCF4 NDEL1 NEURL4 NFE2L1 NFYC NR1H2 NRAP NUCB2 OAT OR10J5 PCID2 PCK2 PER1 PHTF2 PI4KA PISD PITPNA PKIB PKIG PLCG2 PLK3 PMPCA POU2AF1 POU2F1 PPIF PRKCB PRKCD RAB14 RALB RALGPS2 RBM4B RFC1 RFLNB RHOQ RNGTT RTTN RUFY1 RYR1 SAFB SELL SERINC3 SETDB1 SH2B3 SIPA1 SLC16A7 SLC30A5 SLC30A9 SLC44A2 SLC4A7 SMARCD2 SMIM14 SNX2 SNX5 SNX9 SORL1 SPI1 SPIB SRPK3 STARD3 STRBP SYK SYT2 TBC1D14 TBK1 TCF4 TEC TK2 TM2D3 TMEM62 TOR1B TPD52 TRIM11 TSPAN32 TXNDC16 UBL3 UIMC1 UPP1 WBP2 WFS1 ZFP36L1 ZFX ZNF143 ZNF385A ZNF398 GSE33513_TCF7_KO_VS_HET_EARLY_THYMIC_PROGENITOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE33513_TCF7_KO_VS_HET_EARLY_THYMIC_PROGENITOR_DN ABHD14A ABRACL ACAD8 ACVR2B ADD3 ADGRL4 AGPAT2 ALCAM ANAPC5 AP1G2 AP5M1 APAF1 AQP7 AR ARL14EP ATP11C ATP13A2 ATXN10 BAZ1B BCR BCS1L BLTP3A BRD9 BRDT C2CD3 CACNA1D CASD1 CCL25 CCR9 CD276 CD300LD CD93 CDK16 CFL2 CGGBP1 CHDH CHL1 COASY CORO1A CPSF6 CRYL1 CSE1L DEDD DLG4 DMAC2L DNA2 DNTT DOCK7 DPH7 DSE E2F2 ECHDC1 ECI2 EFCAB11 EIF1B EIF2A ENO3 EPB41L4B ESR1 EXOC7 EXOSC3 FAM221A FAM53C FLT3 FRMD5 GALNT16 GAS2L3 GIMAP1 GIMAP6 GIPC1 GLIS2 GLOD4 GPR137B GPR87 GPRC5B GRWD1 HELB HIF1A HOOK1 HOXD9 HS1BP3 HSD17B6 ICA1 IFT80 IKBKB IL12A INPP5F INTS3 INTS9 IQSEC1 JUP KIF7 KLHDC10 KLHL35 KLKB1 KRTAP2-4 LACC1 LDHAL6B LRATD1 LRRCC1 LSM4 MACROH2A1 MAD1L1 MAST2 MBTD1 MELK METTL21A MGA MRPL34 MRPS34 MRTFA MYL10 NCAPD2 NDUFA6 NET1 NFYA NPC1 NR4A2 NRROS OTULINL PABPN1 PAOX PAQR3 PHF2 PHOX2B PHPT1 PIGM PIGN PLEK PNRC1 POLG2 POLR1H POLR2D POLR2G PPIH PPM1F PSMD3 PSME3IP1 PTBP1 PYCR2 RERE RGL1 RHOG RNF157 RNF220 ROM1 RPL14 RPL26 RPS18 RPS26 SASS6 SCAP SEC23A SF3B4 SGO1 SIRT3 SKIC2 SLC15A1 SLC16A4 SLC25A27 SLC2A1 SLC30A4 SLC3A1 SLC5A3 SMG1 SMPD1 SNN SNRPD2 SNX9 SPATA1 SPRED3 SSH1 STX19 SUB1 SUPT3H SYNC TCF7L2 TES TFAP4 TMEM108 TMEM267 TMX3 TPGS2 TPM2 TRIM32 TSN TSPAN2 TSPAN6 TYW1 USP54 VAPB VSIG10 YEATS2 YPEL3 ZC4H2 ZCCHC3 ZDHHC15 ZNF362 ZNF619 GSE33513_TCF7_KO_VS_HET_EARLY_THYMIC_PROGENITOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE33513_TCF7_KO_VS_HET_EARLY_THYMIC_PROGENITOR_UP AAK1 ABI3BP ACTN2 ADAMTSL3 ADAR ALDH1A2 ALDOAP2 APLF ASCC3 ATP12A B3GNT7 BICD1 BLK BPNT2 C1orf52 C5AR1 CBS CCND3 CCR6 CDC25A CDH16 CDK17 CEBPZOS CERS4 CFAP119 CFI CHAD CHD6 CISH CLEC5A CLTB CMTM2 CMTM6 COPRS CPA3 CPD CPEB2 CST11 CTSS CXCR5 CXCR6 DACH1 DCDC2B DDIT3 DIPK2A DKK3 DLG1 DNAH12 DSP EDIL3 EGFLAM EPS8L3 ETFBKMT F2R FAM163A FBXO31 FCER1G FERMT2 FFAR4 FGL2 FOSL2 FOXP3 FPR3 FURIN GANAB GBP6 GPR6 GRB10 GSTA3 GZMB HDAC6 HEY1 HGD HLA-B HS3ST3B1 ICOS ID2 IDNK IFI35 IFITM3 IL22 IL7R ITGA10 JADE2 JAG1 KCNK1 KPNA7 KPRP KRT76 LRRTM2 LTB4R MAF MAN1C1 MCF2 MGAT4A MMP9 MOSMO MRPL46 MUC4 MYNN NAA25 NAT10 NGRN NOTCH4 NPY1R NR1D1 NRP1 NWD1 OSBPL3 PAPPA2 PCDH7 PDE5A PDE6B PHC1 PHLDA1 PLAC8L1 PLEKHF1 PLEKHG1 PLGRKT PLIN4 PLPPR1 POSTN PPM1K PRAM1 PRL PRODH2 PRR13 PSD2 PSD4 PTPRM PTPRZ1 PUS1 RBL2 RBPMS2 REG3G RFTN1 RFXANK RFXAP RINL RNASE4 RNF207 RORC RTP4 SAR1B SASH1 SCARA3 SCIN SDC4 SERTAD1 SIX3 SLC11A2 SLC23A2 SLC28A3 SLC4A4 SLC5A7 SLC6A18 SLF2 SLURP1 SOGA3 SOX2-OT SPACA9 SRPX STAB2 STOX1 SUSD2 TDRD7 TDRD9 TFEB TGFBR1 THEM6 TMC4 TMEM140 TMEM61 TMEM64 TNFRSF21 TNFRSF25 TNFSF14 TNK2 TNKS1BP1 TNP1 TOMM40L TOX2 TPTE TRIML1 TRPM2 TSPO2 TTLL8 UBE2U UCK2 UNC119 UPP1 VCPIP1 WDFY3 WDR43 ZBTB3 ZBTB39 ZDHHC11 ZFYVE28 ZNF580 GSE339_CD4POS_VS_CD4CD8DN_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE339_CD4POS_VS_CD4CD8DN_DC_DN ABCA4 ABCB7 ABRACL ACADS ACOT8 ACR ACTR6 AHNAK ALDH9A1 ANTXR2 ANXA1 AP3D1 ARID1A ASPSCR1 ATAD1 ATN1 ATP7A B3GALT1 BMP8B BNIP3L C1D C5orf15 C6orf62 CACNA1H CAD CAPRIN2 CASP1 CBFA2T3 CCDC86 CCR2 CDK2AP2 CDKN2B CENPK CHEK1 CIP2A CLDN7 CLPX COIL COQ7 CPE CRY1 CSN2 CXCL6 DDR1 DHX15 DMP1 DPAGT1 DPYSL3 EEA1 EMC10 ENPP2 ERBB3 ERP29 FAM111A FBXO8 FCF1 FKBP1A FMC1 FOSB FOXA3 FRMD6 GATM GBP6 GJB2 GJC1 GLI3 GOLIM4 GPATCH2 GRIA3 GRSF1 GTSE1 GUSB H1-0 H3C14 HAUS6 HCFC1 HCN1 HIC1 HMGN5 HNRNPA3 HOMER3 HPCAL1 HSF2 ID2 IDI1 IFRD1 IL2RA IQGAP3 ITGA8 ITGB7 JTB KCNK7 KCTD12 KLRD1 KPNA1 KRT25 LAMP2 LANCL2 LATS2 LDLR LGALS3 LIFR LUC7L MAFG MAPK12 MAT2A MATR3 MCM2 MDM1 MIGA2 MIS18A MRPL3 MRPL39 MRPS36 MRTFA MSMO1 MTMR9 MVD NDRG1 NEK6 NEUROD4 NEUROG2 NME4 NPNT NR4A2 NT5E NUDT4 ODC1 OGT ONECUT1 OSMR OXCT1 PDCD2L PDIA5 PDK4 PEPD PIGA PMPCB POLR2K PPARGC1A PPP1R14B PPP1R15B PPP2R2A PRDX1 PSMA4 PSMB7 PSMC6 PTPRO RASA3 RASD1 RBPJL RGCC RNASEH2C RPA3 RPL39 RPN1 SELENOS SEMA4A SLC25A10 SLC31A1 SLC35E4 SLC5A1 SNAPC2 SNX10 SOCS2 SOX4 SPTBN2 SQLE ST8SIA4 TBCA TGFB1I1 THOP1 TIMM8A TMED10 TMED7 TMEM71 TMPO TNFSF9 TRNT1 TRPC5 TSFM TSN TSPAN3 UBA3 UBE2H UBXN4 UCK2 ULK2 UQCRC2 USP15 VCP VEGFB VIPAS39 VPS37B XIST YBX3 ZFHX4 ZFP91 ZNF131 ZNF638 GSE339_CD4POS_VS_CD4CD8DN_DC_IN_CULTURE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE339_CD4POS_VS_CD4CD8DN_DC_IN_CULTURE_DN ACAA2 ACKR1 ACR AKR1B15 ALPG AMOT ANKIB1 ANKRD1 ANLN ANXA10 ANXA5 AP1M1 AP2A2 APAF1 APBB2 APOA5 ARIH2 ARX ASIC5 ATP1B1 ATP5PB ATXN7L3 B3GALT1 BAZ2A BMP8B BSCL2 C1QC C1QTNF1 C5orf15 CALCB CAPNS1 CAV3 CCL1 CENPK CHL1 CIB1 CKMT2 CLDN7 COL4A2 COL6A2 COX5A CSNK2A2 CST3 CUEDC1 CYB5B DCC DCTN3 DDT DDX19A DHRS4 DMGDH DOCK2 EIF4EBP2 EIF4ENIF1 EIF4G1 ENG ERF ERGIC3 ESYT1 F2 FABP9 FAM111A FCGR2B FGF3 FMC1 FOSL1 FRAT1 GABRB2 GFER GJC1 GLI1 GLRB GNAI1 GP1BA GPSM3 GPX3 GUSB HAGH HESX1 HGF HNRNPK HNRNPR HNRNPUL2 HOMER3 HOXA10 HOXA11 IFNG IL13RA2 IL2RB IL4R ISCA2 IYD KANK3 KCNA2 KCNAB2 KCNH2 KCNJ12 KIF16B KRT33B LIPC LSR MACROD2 MAN1B1 MBP MED12L MEIS2 MID1 MID1IP1 MPRIP MPV17 MRC1 MSH5 MYADM MYCBP NCOA1 NKX3-2 NPNT NTN1 NUDT1 OR2H1 PAPSS1 PARN PBRM1 PDAP1 PGK2 PHC1 PHOX2B PKD2 PMPCA PNN POLR2L POSTN PPARD PPIB PRKD2 PTGES PTPRG PTPRN2 RAD1 RARA REEP6 RGS6 RHOQ RNF10 RNF138 RNF34 RNF6 RPAP1 RPE RPL13A RPL23A RPL28 RRM2 SCEL SCHIP1 SDSL SELE SFR1 SFRP1 SLC12A5 SLC25A10 SLC35E4 SLC52A2 SLC5A1 SLC7A8 SMAP2 SMPD1 SMYD5 SOX11 SP1 ST6GALNAC1 STAT3 STK10 SURF6 TACR2 TARBP2 TCL1A TET1 TJP1 TM4SF5 TMEM234 TNFRSF19 TNFRSF21 TNNI2 TPRG1L TRAIP TRIM28 TRIM41 TRPC5 TSKU TUBB6 TUBG2 TUFM UMOD UROD UXS1 WNT11 YBX3 ZFP37 ZIC4 GSE339_CD4POS_VS_CD4CD8DN_DC_IN_CULTURE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE339_CD4POS_VS_CD4CD8DN_DC_IN_CULTURE_UP AADAC ABHD8 ACE2 ACP5 ACTN2 ADAM10 ADIG ADORA2B ADRA2B AFF2 ALOX15 ANK3 APLP1 AZIN1 B3GNT2 BHMT BIRC6 BPNT2 BTG4 C11orf16 CBX3 CCDC96 CCNB1IP1 CD164 CD276 CD6 CDHR5 CDO1 CETN1 CFL2 CHRM4 CLEC4D CMKLR1 CNOT6L COMMD5 CR1L CTNND2 CTSZ CUZD1 CX3CL1 DCUN1D2 DDHD1 DMP1 DPEP1 DPF3 DTD1 DVL3 DYNC1I1 EHF EIF3E ELOVL1 EML5 EPHA3 ERBB4 ERCC4 EREG FANCG FBXL5 FEM1B FER FGF5 FHDC1 FOXO4 FUT2 GALC GAP43 GBE1 GFI1 GPCPD1 GPR143 GREM2 GUCA2A H1-3 HAPSTR1 HAS1 HAUS4 HIF1A HMCES HMGB4 HNRNPU HSPH1 ICAM5 IDH3B IDUA IGFBP6 IGFBP7 IL1R2 IL9R INHBC IRS1 IRS2 ISLR ITGAV IVNS1ABP KEAP1 KIF3C KLHDC2 KLHL7 KRTAP19-5 LENG8 LINC00612 LIPA LYSMD1 MAP3K6 MATN2 MGAT3 MIS18A MMP12 MNS1 MOS MRPS31 MRPS34 MYH1 MZF1 MZT2B NAA30 NAMPT NCOA2 NDN NDUFAF4 NEUROD2 NPTX1 NR1D2 NUFIP1 P3H3 PDCD2 PEX7 PHLDA3 PKN2 PLA2G4A PLAC9 PLGRKT PLK2 PNPO PNPT1 POLG POLG2 POLR3D PPARGC1A PRM3 PTAFR PTCH2 PTPRB R3HDM1 RAC1 RAG2 RAPSN RBP2 RETREG2 RLBP1 RPAP3 RPL31 RPS27 RPTN SDC2 SEMA5A SGCA SHOC2 SLC25A47 SLC51A SMTN SNCA SPAG5 SPINK4 SPRTN TAF9 TAMM41 TCF12 TCF25 TCF7L1 TCIRG1 TENM1 TKTL1 TM7SF3 TMEM167A TMEM183A TNFRSF4 TOP1 TPGS1 TPP1 TSHR TSPAN13 TUBA3C TYK2 UBE2D3 USP14 USP29 UTP20 UTS2R VAPA WSB1 WTAP WWC1 YES1 ZCCHC3 ZNF354A ZNF746 ZNF808 ZRSR2 ZYG11B GSE339_CD4POS_VS_CD4CD8DN_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE339_CD4POS_VS_CD4CD8DN_DC_UP ACP2 ACP5 ACTN2 ADAM23 ADCY7 AGRN AMBRA1 ANGEL2 ANKRD40 APP ARF1 ARHGAP35 ARHGEF25 ARL6IP1 ARPC3 ASCL2 ATG13 ATP6V1D AVIL C1QA C1QC C1QTNF1 C1orf43 CANT1 CAPZB CBL CCND2 CD1D CD300C CD5L CD81 CDCP1 CHADL CINP CLIC3 CNDP2 COPZ1 CSF2RB CYB5B DCLRE1A DFFA DLG1 DMD DNASE1L3 DPCD DPYSL4 ECHS1 EEF2K ESR1 EXOSC10 F11R FABP7 FAM114A2 FBRS FGF5 FOXK2 FUT4 G6PD GAS6 GBP2 GNAS-AS1 GNGT2 GSX1 GTF2F2 HBE1 HDDC2 HESX1 HFE HLA-G HOXC4 IL18 INTS6 INTS9 IPO11 JADE1 KRT1 KRTAP19-5 LAGE3 LCP2 LHX8 LPCAT1 LSP1 LY9 MAFB MAPK14 MC1R METTL3 MFSD1 MIA3 MICOS13 MNS1 MRPL23 MRPL27 MSL1 MXD4 MYL12B NAA60 NAPA NDUFA12 NDUFV3 NOG NPC1 NR1H3 NUDT1 NUDT3 OMD OS9 PAN2 PBX2 PCBP2 PCSK7 PDCL3 PDE1B PDGFB PDRG1 PGM1 PHETA1 PHF12 PHF13 PHPT1 PHTF1 PIP4K2A PNPO POM121 PRDX6 PRM3 PROCR PRPF31 PRRC1 PRSS8 PSENEN PTCH2 PTPN21 PTPN23 PTPRB RAB34 RAD50 RASSF2 RBM4B RCN3 RETN RPL14 RPL7L1 RTCB SCGB1A1 SCMH1 SEC11C SEC63 SERPINB2 SESN1 SHF SIRPA SLC29A1 SLFN12L SMTN SOAT1 SPAG5 SPINT1 SPN SSNA1 ST6GAL1 ST8SIA3 STAT1 STK38 STXBP3 SUGT1 SUPV3L1 SWI5 SYNGR1 SYT11 SYT2 TAF11 TENM1 TERF2 TM2D3 TMEM40 TNF TNIP1 TOM1 TPP1 TRAFD1 TRIM21 TTC1 TXNDC12 TXNIP UCP1 UFC1 UFD1 UQCC1 USP18 VAMP8 VPS29 WASF2 WNT5B YIPF1 ZEB1 ZFP1 ZFR2 ZNF32 ZSCAN26 GSE339_CD4POS_VS_CD8POS_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE339_CD4POS_VS_CD8POS_DC_DN ACADL ACR ACYP1 ADAM8 ADCY6 AGPAT3 AHNAK AKR1A1 AKTIP ANXA10 ARID2 ARID3B ARL6 ARRB1 ATP1B3 ATP6V1H B3GALNT2 B3GALT1 BCL2L2 BMP8B BRK1 C9orf64 C9orf72 CALR CAPN5 CASP6 CAT CBR3 CCDC12 CD2AP CD86 CD8A CENPV CLDND1 CMTM7 CNIH1 CNPY2 CREG1 CRIP1 CSTB CTBP2 CUL4A CXCL10 CXCR3 CYB5R1 DDOST DKK3 DNAJC10 DTNB EIF1AY ELOA ELOVL2 ERP44 ETF1 FBXL15 FCGR2B FKBP1A FKBP1B FNBP1 FRMD6 GATM GCLC GCSAM GJC1 H3C14 HCN1 HELLS HERPUD1 HIPK2 HOMER3 HPCAL1 HSP90B1 HSPA5 HSPD1 HSPE1 HTR7 IRF8 ITGA6 ITGA8 ITGAE ITM2C ITPR1 KCMF1 KCNA7 KIF2A KMT5A KRT18 KRTCAP2 LANCL2 LARP1 LITAF LRRC59 MANF MAT2A MFSD14A MICOS10 MPEG1 MRAS MRPS15 MXI1 MYB MYCL NAGA NBEAL2 NDEL1 NEK6 NET1 NIP7 NLK NPHP1 NPNT NSDHL NUDT9 ODC1 OXCT1 PDCD6 PDE1B PDIA3 PDXDC1 PFKP PGAM1 PHC2 PI4K2A PIP4P2 PKIB PLA2G12A PLEKHA5 PLEKHB2 PLEKHO1 PLPP1 PMPCB PPA1 PPP1R2P1 PPT2 PRDX2 PSMB1 PSMD14 PSMG4 PTGIS PTOV1 PTPRA RASD1 REEP5 RNF141 RNF20 RPL13A RPN1 RPN2 RPS27L RTRAF S100A1 SCARB2 SEC61A1 SEC61B SEC63 SEMA4A SERPINB2 SERPINB9 SGK1 SLC11A1 SLC12A7 SLC25A17 SLC25A39 SLC33A1 SLC35E4 SLC5A1 SLK SMAD2 SMYD5 SNX3 SOD1 SOWAHC STBD1 STX12 STX3 SUMF1 SYNRG TBC1D23 THAP4 TIMP3 TOX4 TRAM1 TRPC5 TSPAN32 TUBB2A TUBB6 TXN TXNDC16 TXNDC17 UBAC1 UMPS UNC50 USO1 VPS29 VTA1 VWF WDR43 XCR1 ZDHHC9 ZNF706 GSE339_CD4POS_VS_CD8POS_DC_IN_CULTURE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE339_CD4POS_VS_CD8POS_DC_IN_CULTURE_DN ACAA1 ACOD1 ACR AKR1A1 AKR1B15 ALDOC ANGPTL2 ANXA10 ANXA5 AP1M1 AP3D1 AP3S1 ARIH2 ATP5F1A ATP5F1C B3GALT1 BCHE BCL2L11 BMP8B BOLA2 BSCL2 C1QC C1QTNF1 CADM1 CAPNS1 CBR3 CCN3 CD2BP2 CD6 CD81 CDC37 CDK1 CLASRP CNN2 COQ7 CORO1B CRABP2 CRIP1 CST3 CXCR3 CYC1 CYSTM1 DBNL DCTN3 DHRS1 DLGAP4 DNAJC3 DPAGT1 DTL ECE1 EIF6 ERF ERP29 ERP44 ESYT1 EXT2 FBXO15 FBXW2 FNBP1 FUCA1 GADD45A GJC1 GNAZ GSTT2 HESX1 HIGD2A HINT1 HLTF HOMER3 IL13 IL13RA2 IL2RB INTS5 IRF7 ITM2C KAT2A KCNS1 KCTD10 KIF3C KIFAP3 KITLG LAPTM4B LARP1 LMNA LPCAT1 LSR LY6E LY75 MACROD2 MACROH2A1 MAN1B1 MDM2 MID1IP1 MOGS MPEG1 MPRIP MRPL54 MRPS7 MT1E MTARC2 MYB MYCBP NABP1 NDUFA7 NDUFB11 NDUFS5 NEK6 NET1 NFE2L1 NHP2 NPC2 NPNT NSMCE1 NUCB2 NUMB ODC1 PABPC1 PAFAH1B3 PDIA5 PERP PEX5 PI4K2A PKIB PLIN2 PLXNA1 PML POLR2L PPIB PPP1R12C PPP1R14B PRDX2 PRKCSH PRSS8 PSAP PSMB8 PXK RAB11A RAB7A RACK1 RALA RAMP1 RENBP RNASEK RNF145 RPL13A RPL18 RPL28 RPL37 RPS18 RPS26 RTN4 SCARB1 SCIN SDSL SEC61G SEPTIN6 SERF2 SEZ6 SLC11A1 SLC25A10 SLC25A20 SLC35E4 SLC39A7 SLC52A2 SLC5A1 SLC6A6 SNX17 SOWAHC SPPL2B SRM SRRT SSU72 ST3GAL5 ST6GALNAC1 STK10 TAP1 TAP2 TAPBP TBCA TET1 THAP4 TM4SF5 TNFAIP8 TNNT3 TOR3A TPD52L1 TPI1 TUBB6 TWSG1 UBE2W UBXN6 UMOD UQCR10 USP17L2 USP3 VAX2 VCP VDAC2 VPS37C XCR1 GSE339_CD4POS_VS_CD8POS_DC_IN_CULTURE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE339_CD4POS_VS_CD8POS_DC_IN_CULTURE_UP ABCB1 ABCC9 ABHD8 ACTN2 ACVR2A ADRA2B ALDH1A3 ANKH ANKRD28 APOA5 AQP8 ARF3 ARGLU1 ARHGAP9 ATG5 AZIN1 B4GALNT1 BCL10 BMPR1B CBX3 CCR6 CDKN2B CETN1 CFP CHORDC1 CHRM4 CHRNA1 CHTOP CLK1 CLK2 CMIP CNOT6L CPSF7 CR1L CRYBG1 CSK CSTF1 CTSV CTSZ DDHD1 DDR1 DDX5 DGAT1 DHRS3 DMP1 DRAM2 DTX1 EGF EIF3E EML5 EPHA3 FABP5 FADD FAM107B FBXO45 FGF5 FKBP3 FN1 FRAT1 GBE1 GGH GNAO1 GNB1 GTF3C4 H1-0 H1-3 HCCS HIF1A HMGB4 HNRNPDL HNRNPLL HNRNPUL2 HOXA4 HSP90AA1 HSPA9 HSPH1 ICAM2 IFI27L2 IFIT2 IFIT3 IL12RB2 IRS2 KAT7 KLF4 KLHL7 KLRD1 KPNB1 KRAS KRTAP19-5 LAMP2 LONP1 LTA4H LTB MAN1A1 MAP3K1 MAP3K3 MAP7D1 MATR3 MDFIC MDH2 MED11 MEOX1 MIS18BP1 MMP12 MOGAT2 MS4A6A MSH6 MTX2 MVD MYADM MYO10 NAE1 NDUFA12 NDUFAF4 NECTIN3 NRG3 NSMCE3 NUDC NUDT19 NUFIP1 NUS1 PAXBP1 PDE6D PIP4K2A PLA2G4A PLEKHA1 PLK2 PLXND1 PNPO POLR2G PPP6C PRF1 PRKACB PRKCB PRM3 PSMA6 PSMD8 PTPRB RAB4A RAC1 RAD23B RAP1A RB1 RBBP4 RGCC RGS2 RHOB RHOQ RMC1 RNF13 RNF2 RORA RPL23 RPP30 RTN3 RYR3 S100A4 S100A6 SARNP SEMA4D SERINC1 SF3B1 SH3BGRL SIAH2 SLC12A4 SLC22A17 SLC2A3 SLC2A8 SNRPG SP3 ST8SIA1 STAM STAT4 TCEAL9 TCF21 TCF7 THAP12 THUMPD1 TIMM8A TNFRSF11A TNFSF4 TPD52 TPGS1 TPP2 TRIM21 TUBA3C TYROBP UBAP2L UBE2D3 UBE2N UBL5 VAPA WDR26 WDR75 XIST ZBTB2 ZKSCAN1 ZNF638 ZNF841 ZRSR2 GSE339_CD4POS_VS_CD8POS_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE339_CD4POS_VS_CD8POS_DC_UP ABCA2 ABCB1 ABCF3 ACAD9 ACP2 ACTN2 AEBP2 AMBRA1 ANGEL2 ANP32A API5 APOBEC1 ARHGAP9 ARHGEF3 ARL4C ASCL2 ATP2A3 B4GALNT1 B4GALT6 BANP BBS9 BCL10 BCL3 BHLHE40 BIN1 BMPR2 CCDC80 CCL4 CCNF CCR6 CCRL2 CD164 CD300C CD72 CDK7 CHKA CIB1 CLPTM1 COL13A1 CPSF2 CRNKL1 CTC1 CTSA CYFIP1 DALRD3 DCAF8 DHRS3 DIAPH1 DLG1 EIF2S3 EMB EMP3 ENO3 ETNK1 EXOSC10 EZH1 FAM107B FAM13B FAM32A FBXO8 FCER1G FGF5 FGR FH FOLR2 FRMD5 GALNT1 GART GCNT1 GGH GLUD1 GOSR2 GOT2 HDC HGSNAT HIC1 HLA-DOA HOXA5 HOXA7 HRH1 HSD17B8 ICAM2 IFITM2 IL1R1 IL2RG IL6R IPO7 IPP KANSL2 KDM5B KLF10 KLK8 KRTAP19-5 LASP1 LAT2 LBR LCP2 LPIN2 LTA4H LTB LY9 MAN1A1 MAP2K1 MAP3K3 MAPK14 MARS1 MARVELD1 MAST3 MMP12 MNS1 MTMR9 MYO1B MYO1F NAA60 NAV1 NDUFA12 NFKB1 NLRX1 NNT NOG NPC1 NR4A1 PAX3 PHF12 PITPNB PLTP PLXNB2 PLXND1 PNPO POLA1 PPIL2 PPP1R17 PPP2R5D PRKACB PRM3 PTGS2 PTPN12 PTPN22 PTPN6 PTPRB PTS RAB24 RAC2 RASAL3 RASSF5 RELB RGL1 RGS14 RGS3 RHOA RHOH RIPOR2 RNF166 RNF181 ROCK2 RPS6KA4 RYR3 SAA1 SAMHD1 SATB1 SDSL SEC62 SEMA7A SERPINI1 SESN1 SHISA5 SLC2A3 SLC38A2 SLC4A1AP SLC6A13 SMAD7 SMARCA2 SMIM14 SOX13 STK38 SYT2 TCF25 TEP1 TGM2 TLR6 TMEM268 TNFRSF11A TNFRSF19 TNFRSF1B TNNI3 TPM2 TRAF1 TRAF3 TSPAN9 TUBGCP3 UBQLN1 UBQLN2 UHMK1 ULK2 USP18 USP2 VEGFA VOPP1 VPS26B WASHC2A GSE339_CD8POS_VS_CD4CD8DN_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE339_CD8POS_VS_CD4CD8DN_DC_DN ABCA2 ABCB1 ACR ADAM9 ADGRB1 AEBP2 AGRP ALOXE3 ANKRD49 AP1G2 API5 APMAP APOB APOBEC1 AQR ARHGAP9 ARHGEF3 ARL4C ATP2A3 B3GALT1 B4GALNT1 B4GALT3 B4GALT6 BAZ2A BCL10 BCL3 BHLHE40 BMP8A BMP8B CAPRIN2 CCR6 CCRL2 CD164 CDK2 CEBPA CENPL CFHR2 CFL2 CLCNKB CLDN8 CLPTM1 COL13A1 CRLF3 CRNKL1 CTNND2 CXXC1 CYFIP1 CYP2J2 CYP51A1 DDHD1 DDX3X DECR1 DNMT3A DTX1 ECI2 EMB EMP1 EMP3 ENPP2 ENTPD4 FAM107B FAM13B FASLG FBXO8 FCER1G FGR FH FIP1L1 FOLR2 FOXD4L1 FRMD5 GABPA GCH1 GGH GJB2 GJC1 GLI3 GLUD1 GPX4 GTF2F1 GTF3C1 H1-0 H3-5 HDC HIC1 HOMER3 HOXA5 HPCAL1 HTRA1 IFIT1B IFNAR2 IL1R1 IL3RA IL6R IYD JUNB KANSL2 KIF2C KLHL7 KLK8 KPNA1 KRT10 KRT25 LCP2 LIMD2 LTB LY9 LYSMD2 MAN1A1 MAP2K1 MAPK14 MARVELD1 MCM2 MDH2 MDK MDM1 MKRN2 MMP17 MNAT1 MOV10 MRM3 MTMR9 MYO1B MYO1F NAA38 NCK1 NDUFC2 NFKB1 NIPBL NLRX1 NNT NOG NPC1 NPNT NPR3 NR4A2 OPN1SW ORMDL3 PDXK PLTP PLXND1 POLA1 POR PRKCB PRNP PTGS2 RCL1 RECQL REL RELB RFC4 RGL1 RGS14 RGS3 RIPOR2 RORA RPGR RPS6KA4 RTKN RYR3 S100A10 S100A6 S100PBP SATB1 SCEL SDSL SESN1 SHISA5 SLC38A2 SLC5A1 SMAD7 SMARCA2 SPIB STARD3 STUB1 TCF7 TGM2 TIMM8A TMEM68 TNFRSF11A TNFRSF1A TPD52 TPM2 TRAF3 TRIM11 TRPC5 TSN TSPYL4 TUBGCP3 UBQLN1 UBQLN2 UBXN4 ULK2 USP2 VOPP1 VPS26B XPC ZBTB12 ZFHX4 ZNF362 GSE339_CD8POS_VS_CD4CD8DN_DC_IN_CULTURE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE339_CD8POS_VS_CD4CD8DN_DC_IN_CULTURE_DN ABCB1 ACR ACVR2A ADCYAP1 ADGRL1 ALPG ANKH ANXA10 AP1G1 APOA5 APP AREG ARF3 ARHGAP9 ARHGEF1 B3GALT1 B4GALNT1 BHLHE40 BIRC6 BMP8B BTK C9orf85 CASP2 CBFB CDC5L CDH11 CDK16 CH25H CIB1 CKMT2 CMIP CNOT1 CNOT6L COPB1 COPG1 CPSF7 CRYBG1 CRYGD CSNK2A2 CYBC1 DCAF13 DDR1 DDX1 DDX24 DHRS3 DLK1 DNAJA1 DPYSL2 DTX1 EEA1 EIF1B EIF4A2 EPRS1 ERF ERGIC1 ESRRA FAM13B FCHO1 FDFT1 FEM1A FKBP3 GABRG3 GCM2 GCNT1 GFI1 GGH GPN1 H6PD HMGCR HMOX2 HNRNPUL2 HOMER3 HOXA3 HOXB9 HSPD1 HSPH1 IDI1 IFI27L2 IL7R ITGA7 KANSL2 KLF3 KLHL7 KPNA1 KRAS LARP7 LIMD1 LORICRIN LRRC8A LTA4H MAD2L1 MAGOH MAP3K1 MAS1 MAT2A MED11 MED20 METTL7A MGST2 MMP12 MOV10 MRTFA MSN MTM1 MVD MYADM NCOA4 NEK2 NMD3 NME1 NOP2 NPM3 NUDC NUP50 OGG1 OGT OSTF1 PARP16 PAXBP1 PBRM1 PDHA2 PGLYRP1 PIP5K1A PKLR PLEKHA1 PLXND1 PPT2 PRKACB PRKCB PRKD2 PRKD3 PRPS1 PRUNE1 PSMB1 PSTPIP1 PUM2 QKI RBBP4 RDH11 RELN RGS14 RHOQ RIN2 RMND5A RORA RPL15 RPS6KA1 RTL6 RTN1 S100A4 S100A6 SEMA4D SET SFR1 SFRP2 SIRPA SLC31A1 SLC5A1 SMAD7 SMAP2 SMC2 SPAST SRRM1 SRSF7 SRY STAT4 STK10 SURF6 SYPL1 TAF6 TCERG1 TCF3 TCL1A TEAD2 TENT5A TIAL1 TNPO3 TPM3 TRDMT1 TRIM11 TRIM3 TTC33 TYROBP UBA3 UBAP2 UBE2C UHMK1 USP1 USP21 WDFY2 WDR26 WNK1 XRCC5 ZDHHC16 ZFP62 ZMYM4 ZNF292 ZNF444 ZRANB1 ZRANB2 GSE339_CD8POS_VS_CD4CD8DN_DC_IN_CULTURE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE339_CD8POS_VS_CD4CD8DN_DC_IN_CULTURE_UP AANAT ACP6 ACTN2 ACYP1 ADAM19 AFF2 AGPAT3 AIFM1 ALDOC AMACR ANXA5 ANXA8 APMAP APOC1 APRT ARFGAP3 ARFRP1 ARL1 ATN1 ATP5PO BID BMP4 BOLA2 BTRC CADM1 CAPNS1 CASP7 CASP9 CBR3 CCN3 CD6 CD81 CDK14 CDK5 CETN1 CFL2 CKS1B CMTM6 CMTM7 CNIH1 CNTFR COG5 CRABP2 CSF2RA CST3 CYSTM1 DEGS2 DHRS1 DNAJC15 DNAJC3 DOCK5 DPAGT1 DTD1 DTL DYNC1I1 ECE1 EDEM2 EIF6 EPHA3 ERBB4 FBXW2 FGF5 FKBP1A FNDC3A FOSL1 FUCA1 GALC GALK2 GCLC GFUS GIMAP4 GNAZ GPX3 GRN GRPEL1 GSTT2 H1-3 HLA-DMA HLA-DMB HLTF HPCAL1 HSP90B1 IFNGR2 IL15 INO80E ISOC1 ISYNA1 ITCH ITGAE KAT2A KCTD10 KEAP1 KIF3C KRTAP19-5 LAMTOR3 LAPTM4B LDHB LMNB1 LSR MACROH2A1 MAN1B1 MAP1B MAP4K1 MDM2 MERTK MOGS MPEG1 MPRIP MRPL21 NABP1 NAGA NCKAP1L NEK6 NPC2 NTSR2 NUCB1 NUDT9 NUMB ODC1 OGFR OSER1 PABPC1 PDE1B PDIA3 PEX7 PFKL PFKP PHLDA1 PI4K2A PKIB PLD4 PLEKHB2 PLGRKT PPIB PPP1R12C PRKCSH PRM3 PSAP PSMB10 PSMB8 PSMB9 PSME1 PTAFR PTCD2 PTGIS PTPRB RAB11A RAB8B RALA RALB RAMP1 RCE1 REEP5 REXO2 RFXANK RGS10 RNF145 RNF19B RPL13A RPL28 RPS11 RRBP1 RRM2 SCARB1 SEC61G SEMA4F SEPTIN6 SEZ6 SFTPD SH3BP2 SHC1 SLC11A1 SLC12A7 SLC22A5 SLC25A20 SOD2 SPP1 SSR3 STX3 TCIRG1 TENT5C TFR2 TGFBI TMEM30A TNFRSF1A TPGS1 TRIO TSSC4 TUBA3C TUBB6 TXN TYK2 UBE2E1 UNC119B UNC93B1 UQCRB UTP3 XCR1 ZFAND2A ZFHX3 GSE339_CD8POS_VS_CD4CD8DN_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE339_CD8POS_VS_CD4CD8DN_DC_UP AAMDC ACTN2 ACYP1 ADAM19 ADAM8 ADK AGPAT3 AIF1 AKR1A1 ALDH9A1 AMZ2 ANAPC13 APC ARID3B ARPC3 ASAH1 ATG13 ATP1B3 ATP6V1A B3GALNT1 BOLA2 BRIX1 BTK C9orf72 CARS1 CASP6 CD1D CD5L CD70 CD8A CD8B CD9 CENPV CKAP4 CMTM7 COL18A1 COL1A1 CRHR1 CSDE1 CSF2RB CSTB CTBP2 CXCL10 CXCL9 CYB5R1 CYFIP2 DNAAF10 DNAJC3 DNAJC8 DPP7 ECE1 ENTPD1 ENTPD2 EPHA3 ETF1 FAM91A1 FGF5 FKBP1A FLT1 FNDC7 GCSAM GDF15 GDF3 GLCE GLRX GNG2 GNS GORASP2 GRK5 GSR GTF2H1 GTF3C4 GUCA1A GYS1 HCN1 HDDC2 HFE HSPA4 IL11RA IL18 IQGAP1 IRF8 IST1 ITM2C JUP KCNMB1 KIF3C KRTAP19-5 KRTCAP2 LAP3 LDAF1 LGALS3 LIMD1 LSR MAT2A MC1R MDN1 MERTK METAP1 MFSD14A MFSD5 MICOS10 MICOS13 MRC1 MRPL18 MYCL NCBP2 NCOA4 NDST2 NDUFA12 NDUFA3 NEDD8 NEK6 NKIRAS2 NPHP1 NUCB1 NUDT9 OAT ODC1 OLFM1 OR4C3 OXCT1 P4HB PBX1 PDCL3 PDE1B PDIA5 PHC2 PLEKHH1 PLPP1 PLSCR1 POLR2H POLR2J POMP PPEF2 PPFIBP2 PPT2 PRM3 PROCR PRPF38A PSMA5 PTGER2 PTGIS PTPRA PTPRB RASA3 RCN3 REEP5 RGS10 RIOK3 RNF141 RNF4 RPL37A RPN2 RPS27L RPS6KC1 RRAGC RSU1 SEC61A1 SELENOT SEMA4A SEMA4F SERPINB9 SLC11A1 SLC12A7 SLC25A1 SLC25A17 SLC35E4 SMIM11 SOD1 SPART SPOP SQSTM1 SRPK3 SSR3 STBD1 STX12 STX3 STX5 SYNRG TAP1 TENT5C TMX2 TTC1 TUBB2A TUBB6 TXNDC16 TXNDC17 TYMP UBAC1 UBE2N UCHL5 UNC119B USP24 VCP VPS29 VPS37C VWF XCR1 ZNF703 GSE339_EX_VIVO_VS_IN_CULTURE_CD4CD8DN_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE339_EX_VIVO_VS_IN_CULTURE_CD4CD8DN_DC_DN AASS ABCC1 ABCC2 ACOT9 ACTB AGO2 AHR ANXA5 AP1G1 APIP ARF4 ARID3B ARIH1 ARPC3 ATP1A1 ATP1B3 ATP5MF ATP6V1D B3GALT1 BCL2L11 BHLHE40 BLK BMAL1 BMP8B BRIX1 CACUL1 CCAR1 CCDC6 CCNL2 CD74 CD9 CDC5L CDIP1 CDKN1A CDX4 CH25H CHP1 CHRNA6 CLDN7 CMTR1 CNDP2 CNOT1 COL19A1 COPB1 COPRS COQ10A CORO1C CRY1 CSNK2A2 CST9L CTNNBIP1 CTSK CYP21A1P DDX6 DHH DHRS3 DNAL4 DTD2 DYRK1B EBF2 EHD1 ELANE ENO2 EPB41 EXOSC8 EZR FASTK FAU FBRS FBXL3 FKBP1A FTH1 FYN GABARAPL1 GATA4 GCM2 GJA1 GLA GMPPB GNA13 GOSR2 GPSM1 GPX1 GRB7 GTF2E2 HAPSTR1 HLA-C HLA-DRB1 HOMER3 HSP90AB1 HSPA9 HSPD1 ID2 IDI1 IFNA1 IFRD1 IGSF8 IL15 IL1R1 IL1RN IL7R JARID2 JUP KARS1 KCTD10 KIAA1217 KRT31 KRT33B LAMA4 LAMTOR3 LCP1 LHX8 LITAF LPIN2 LRRC59 M6PR MAP3K1 MAP4K4 MAT2A MC1R MIF4GD MKRN2 MRTFA MXI1 NAA80 NDEL1 NDUFA1 NF2 NFKB2 NOG NPTX2 NUDT9 OAT OSMR PDCL3 PELO PFDN5 PHLDB1 PLEC POLB POU3F1 PPP2R2A PPP4R2 PRDX6 PSMC1 PSMD11 PTGER4 PTPRN2 PTTG1IP RAB8B RAG1 RAP1B RBX1 RELA RNF19A RNF4 RO60 RPL34 RPL41 RPL7A SAMD4B SCIN SERPINE1 SERPINE2 SETD1A SFN SLC31A1 SLC5A1 SLC7A11 SOCS5 SORBS1 SPCS1 SRA1 SRGN SRXN1 STAT4 STAT5A STX12 SUDS3 SYT2 TDRP TES TGM2 TMEM30B TNFRSF11A TNFRSF1B TRIM25 TRNT1 TRPC4 TRPC5 TSC1 TUBB6 USP14 UTP4 WDR26 WSB2 ZFAND2A ZFX ZMYM4 ZWINT GSE339_EX_VIVO_VS_IN_CULTURE_CD4CD8DN_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE339_EX_VIVO_VS_IN_CULTURE_CD4CD8DN_DC_UP ABCD1 ABCG2 ACAA1 ACSL5 ADGRE5 ANAPC13 ANK3 ANLN ANP32A AP1AR APMAP ARHGAP39 ARHGAP9 ARHGEF1 ARID1A AURKA BNIP3L BOLA2 C1orf174 C8orf82 CASP2 CAT CBFB CCL1 CCNB2 CCND3 CDK9 CDKL2 CDKN2D CEBPD CETN2 CHCHD3 CHFR CIAO2A CKS1B CLEC4A CNIH1 CNOT8 COQ9 COX14 COX4I1 CTSH DDHD1 DGUOK DIPK2A DNAJC3 DNMT1 DPAGT1 DTD1 ECI1 ECI2 EGR2 EHMT2 ELF1 EML5 EXOSC5 FBXW2 FBXW5 FGF5 FLI1 GM2A GNAI1 GOLGA5 GPN1 GTF2A2 GTF2I H3-5 HCK HHEX HOXA5 HPCAL1 IER2 IKZF1 IL16 IMPA1 INTS7 JUN KAT2B KCTD12 KDM3B KIF2C KNOP1 KRTCAP2 LENG8 LMO2 LRWD1 LTB MAD2L1 MAP3K3 MDP1 MED24 METTL5 MIA2 MMP9 MOGS MTA2 NDUFA3 NEDD4 NFATC3 NIPSNAP2 NLK NME3 NRP1 NSMCE4A NUSAP1 ORC6 PAG1 PARP8 PCLAF PDE6D PDK1 PEX2 PFKL PIAS3 PIK3CD PLA2G4A PLCG2 PMPCB PNKP PPIF PPP1R18 PPP1R21 PRADC1 PRKCB PRKDC PSAP PSMB9 PTGIS PTPA PTPN18 PTPRE PYCR3 RAMP1 RAP1GDS1 RARS2 RASA4 RBM38 RCN1 RELL1 RFC5 RGL1 RGS10 RHOB RMND1 RNASEH2C SCP2 SEPHS2 SET SIRPA SLC35A1 SLC8A1 SMC2 SND1 SNHG6 SOS2 SPTSSA SRPK3 SRSF7 SRSF9 SS18L2 STX7 SUCLG2 SUSD6 TBC1D22A TGFBI TIA1 TIAL1 TIMM8A TMEM59 TMX1 TRAM1 TRAPPC12 TRDMT1 TRIM11 TSC22D1 TSC22D4 TYMS UBA2 UBQLN1 UCK1 UGDH UHRF1 UIMC1 UVRAG VARS1 VAV2 VKORC1 VPS4A VRK1 WAS WDR13 WDR45B WDR77 XPA XRCC6 YIPF1 YIPF4 ZFP36L2 ZMYND8 ZSCAN26 GSE339_EX_VIVO_VS_IN_CULTURE_CD4POS_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE339_EX_VIVO_VS_IN_CULTURE_CD4POS_DC_DN ACP3 ADAM15 ADAM17 ADCY6 ADSS1 ADSS2 AEBP2 AGFG1 AGO2 AHNAK ANKRD28 ANXA10 ANXA11 ANXA2 ANXA3 AP3S1 ARF4 ATP5MK AVPR2 B3GALT1 B3GNT2 BCL2A1 BHMT BLCAP BLK BMP8B BMX BPNT2 C6orf62 CACNA1S CACUL1 CARD19 CASP4 CBX2 CCAR1 CCNC CD276 CD83 CDIP1 CDKN1A CENPC CFLAR CHD7 CHRNA1 CLDN7 CNOT4 CWC22 DAB1 DHCR24 DNAAF10 DNAJA2 DNAJB2 DNAJB6 DNAJC21 DYNC1I1 EDEM3 EEA1 ELL2 ENO2 ENPP2 FABP5 FHDC1 FTH1 FTL GCSH GJB2 GLRB GNAI3 GOLGA4 GPCPD1 GPD2 GSPT1 GUCD1 H2AZ1 HAS1 HIVEP2 HNRNPA2B1 HNRNPA3 HOMER3 HOXA4 HSD17B11 HSPA9 HSPE1 IFIT2 IL12B IL18RAP IL1RN INHBC IRF4 IRGM KCMF1 KIF2A KPNA3 KRAS KRT84 KTN1 LARP1 LATS2 LDLR LGMN LITAF LMNA LPCAT3 LPIN2 LRRC59 M6PR MAB21L2 MAP4K4 MARK3 MDM2 MMP12 NAE1 NAMPT NDFIP2 NEK4 NOS2 NRAP NUFIP1 ONECUT1 PCSK5 PDIA5 PDK4 PDPN PHLDA3 PIK3R1 PLCB1 PLK2 PLSCR1 PPP2R2A PPP6C PRDX1 PSMD8 PTGES PTGES3 PTGFRN RAB10 RAB5A RAB7A RAD23B RALA RAP1B RASD1 RBX1 RGCC RNF11 RNF2 RO60 RPL7L1 RPP30 RPS15A SCIN SEMA7A SERPINB9 SERTAD1 SHD SLC41A1 SLC51A SLC5A1 SLC7A11 SLIRP SMARCA5 SNX4 SNX9 SRGN SRXN1 SSC4D STAT3 STAT4 STX3 STXBP3 SUGT1 TBCA TBK1 TENT5C TGIF1 THAP12 TIMM8A TMED7 TOR1AIP2 TPD52 TPST2 TRAF1 TRAF6 TRPC5 TUBB6 TWIST2 UBE2D3 UBE2J2 UBE2Z UBL3 USP14 USP9X VPS4B WAC WDR26 WNK1 WSB1 WSB2 YBX3 ZP3 GSE339_EX_VIVO_VS_IN_CULTURE_CD4POS_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE339_EX_VIVO_VS_IN_CULTURE_CD4POS_DC_UP ABCB1 ACAA2 ACTR1B ADAM10 ADI1 ALDH3A2 AMPD3 ANAPC11 ANAPC5 ANP32E APOE ARHGAP45 ARID2 ASCC1 ATP5F1C ATXN7L3 AURKA B4GALNT1 BIRC5 BSCL2 BTG2 C18orf32 C1QBP C6orf136 CAPNS1 CBR3 CCDC12 CD164 CD2AP CD2BP2 CD300C CD302 CD47 CD5 CD6 CDIPT CDK4 CDK5 CENPK CHCHD3 CHKA CHUK CISD1 CLASRP CLN8 CNDP2 COMMD7 COQ9 CORO1B COX14 CPSF3 DAGLB DALRD3 DDHD1 DDHD2 DGUOK DHRS1 DHX16 DNA2 DOCK2 ECH1 ECI1 EIF4EBP1 ERF EXOC4 EXOSC5 EXT2 FAM114A2 FGF5 FKBP3 FLOT1 FLT3 FMC1 FOS GLTP GNG10 GSK3A H1-0 H2AX HCK HERC1 HES1 HIGD2A HK2 HLA-DOA HLTF IFNGR1 IL2RB IMP3 INPP5K IPO11 IPO7 ITFG1 ITM2B JAK3 KANSL2 KIF16B KIF20A KIF9 KIFAP3 KLF4 KLK8 LBR LEPROT LSR LTB LY86 LYL1 MACROH2A1 MAD2L1 MAF1 MAP3K3 MAPK3 MDP1 MFNG MLH1 MNS1 MRPS28 MTIF2 NAV1 NCDN ORC6 ORMDL3 PCLAF PCYOX1 PHTF1 PI4KA PIM3 PIP4K2A PISD PLXND1 POLR2L PPIB PRDX2 PRKACB PRSS8 PTPN6 PTPRC PUF60 PXK R3HCC1 RAB28 RAC2 RAMP1 RANBP1 RAP1GDS1 RFC1 RFC3 RGL2 RGS3 RNF138 RNF145 RNF166 RNF44 RPL24 RPS6KA1 RRM1 SAMHD1 SCN9A SEPTIN6 SLC12A2 SLC25A4 SLC35A1 SLC39A7 SLC44A1 SLC44A2 SMAD1 SNRK SPATA13 SPTSSA SRSF9 STAU1 STK10 SUSD6 TBL1XR1 TCF19 TFDP1 TFEB TMCO1 TMEM208 TMEM229B TMEM268 TPGS2 TPI1 TRAPPC14 TRIM28 TRIM41 TSKU TSNAX TUBB TWF2 TXNDC16 UGDH UROD USP3 VAC14 VAX2 XPA ZBTB45 ZNF362 GSE339_EX_VIVO_VS_IN_CULTURE_CD8POS_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE339_EX_VIVO_VS_IN_CULTURE_CD8POS_DC_DN AANAT ACOD1 ACR ADORA2A ADPRH AEBP2 ANTXR2 ANXA10 ANXA5 APOB ARF4 ARHGEF3 ARIH2 ARL1 ARL2BP ARL4C ART5 ATP5F1A ATP6V0C ATP6V1A ATP9A B3GALT1 BAIAP2 BCL2L11 BCL3 BHLHE40 BIN1 BMP8B C6orf120 CAPG CCNA1 CD80 CD83 CDKN1A CLCN2 CLDN1 CMIP CMPK2 CMTR1 CNOT4 CSF2RB CTNNA1 CXCL3 CYTH1 CYTIP DDX50 DGAT1 DPM2 DTX1 EBF2 EHD1 ELL2 EMD ESD ETF1 EXT1 FABP4 FBXW11 FKBP1A FNDC3A FOXP1 FYN GABARAPL1 GABRB3 GADD45B GJA5 GJC1 GNA13 GPD2 H2AZ1 HDC HIVEP2 HOMER3 HSPA5 IFIT1B IFITM2 IFRD1 IRGM ISG15 IST1 ITGAV JUP KCTD10 KPNA1 LAMC2 LARP1 LDLR LITAF LMNA LPCAT3 LPIN2 LRRC59 M6PR MAFK MAP2K3 MAPK6 MDH1 MERTK MIF4GD MMP11 MOCOS MOV10 MSH3 MXI1 MYD88 NBN NCS1 NDEL1 NDUFC2 NFKB2 NFKBIA NFKBIB NPC1 NPNT NPY2R NR4A2 NUDT9 OPN1SW PAX3 PENK PEPD PEX5 PHC2 PIH1D1 PIK3R1 PITPNB PKIB PLEC PLEKHA7 POR PPL PSMD11 PTGER4 PTGIR PTK2 PTPN23 RAB12 RAB8B RALA RELA RGS9 RNF19B RORA SATB1 SEMA7A SERPINB9 SERPINI1 SF1 SLC25A20 SLC35B2 SLC3A2 SLC5A1 SLC6A6 SLN SMAP2 SMS SNRPB SNX4 SOWAHC SPECC1 SPP1 SRCAP STAT4 STX3 TACSTD2 TBC1D15 TEC TENT5C TGIF1 TIMM17B TIPARP TMEM131 TNFRSF1A TNFRSF1B TNFSF9 TNIP1 TNNT3 TOR1AIP2 TRAF1 TRAF2 TRAF3 TRIM25 TRIM3 TSN TSPO TSSC4 TWSG1 UBXN4 ULK1 ULK2 USF2 USP18 VAPB VCP WSB2 XBP1 XRCC5 ZC3H12C ZIC3 ZNFX1 GSE339_EX_VIVO_VS_IN_CULTURE_CD8POS_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE339_EX_VIVO_VS_IN_CULTURE_CD8POS_DC_UP ABCB1 ABCD1 ADAM23 AIFM1 AK3 ANPEP APOE ARHGAP9 ARID3B ARL6IP1 ASAH1 ASNSD1 ATRAID B3GALT4 BOLA2 BTK CACYBP CASP2 CCDC12 CCDC186 CCNB2 CDC123 CDC25A CDC5L CDK1 CDK14 CHD8 CIB1 CIC CINP CLTA CNIH1 COLGALT1 COPS3 CRTAP DACH1 DALRD3 DCAF8 DCTN6 DDHD2 DDOST DHX16 DNAJC7 DOCK5 DUSP19 ECI2 EIF2AK4 EIF4EBP2 EVL FAAP20 FADD FAM3C FAM91A1 FCHO1 FGF5 FKBP4 FLOT1 FLT1 GALNT1 GARS1 GATM GBF1 GLCE GLUD1 GOLGA5 GPSM3 GUSB H1-0 H2AX HDAC2 HELLS HFE HINT2 HMBOX1 HNRNPR HOXA3 IER2 IL16 ILF2 INTS3 ISOC1 ITM2A ITPR1 KDM3B KIAA0319L KIF20A KLF3 KLF4 KLHL7 LAT2 LDAF1 LEPROT LIMD1 LIMD2 LPIN1 LRPPRC LY86 LYL1 MACROH2A1 MAN2C1 MAP2K6 MARVELD1 MFSD14B MICOS10 MICOS13 MRPL18 MRPL40 MRPS26 MTARC2 MYADM MYCL NAGLU NEDD1 NEK2 NEK7 NEURL4 NISCH NLK NR2F6 NUDT19 NUDT21 NUSAP1 ORMDL2 PARP2 PBX3 PDE7A PECAM1 PGLS POLR2G POLR3K POMP PPOX PPP1R18 PPP1R21 PPT2 PRDX2 PRKCB PSME4 PTOV1 PTPN18 PXK RAD50 RAMP1 RASA3 RASAL3 RBM14 RER1 RFC1 RGS10 RGS2 RNF13 RNF166 RPS6KC1 SCP2 SELENOT SETDB1 SGPP1 SLC37A4 SLC8A1 SLK SMAD1 SMAD2 SMC2 SMIM7 SNX5 SOS1 SPTSSA SSBP4 ST3GAL5 STAM SUMO3 SURF1 SYCE2 TCF19 TEX261 TMED4 TMEM126A TMEM230 TNPO2 TOB1 TPP2 TRIM13 TRIM28 TSC2 TXNDC16 UBA2 UBE2N UNC119 UNC119B USP4 VAMP2 WAS XPR1 XRCC6 ZBED3 ZFP36L2 ZKSCAN3 ZNF207 ZNF274 ZZZ3 GSE34006_A2AR_KO_VS_A2AR_AGONIST_TREATED_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE34006_A2AR_KO_VS_A2AR_AGONIST_TREATED_TREG_DN AAK1 ABCB10 AKIRIN2 ALKBH4 ANAPC7 ANKFY1 APEX1 ARL14EP ARL8B ARMCX4 ATG12 ATG16L1 ATP5F1D ATP6V1E1 AVL9 BRD8 BSN BTBD1 C15orf40 C2orf49 CAB39 CALN1 CASP2 CBFB CCDC198 CCDC82 CCN1 CCNL2 CD2BP2 CDC37L1 CDK16 CDK5RAP1 CDKN1B CFL1 CFL2 CHAD CNBP CNDP2 CNOT2 CNOT6 CPSF7 CREBRF CRIM1 CRLF3 CSNK1D DLG1 DSTYK DUSP10 EIF2B2 EMC3 ERI1 ETF1 EVA1C FAM104A FAM8A1 FBXO32 FBXO38 FBXO8 FEZ2 FKBPL GBE1 GIMAP4 GNA15 GNPDA2 GOLGA5 GPATCH8 GSK3B HAUS3 HBP1 HIGD1B HLA-G HNRNPC HOXB4 HP1BP3 HS2ST1 IL11 IL16 ING3 KANK3 KBTBD2 KDM1A KDM3A KLHDC2 KLHL42 LRRK1 MADD MAGEB4 MAP4K4 MAPK8 MED23 MMADHC MORF4L1 MSRA MTREX MXD3 MXD4 MYB NANP NFYB NFYC NME6 NMNAT1 NR1H4 NRBF2 NSMCE4A NTNG1 OGA PAPOLG PARG PCNP PDE7A PELI1 PHACTR1 PHF20L1 PIP4K2A PLEK2 POLDIP3 POLG2 PSMD11 PTGES3 PTGR3 PTTG1IP RABGEF1 RBM15B REPS1 RHEBL1 RLF RMND5A RNF111 RNF135 RNF181 RNF19A RPL13 RPL27 SAP30BP SASS6 SCN7A SDHAF1 SECISBP2 SECISBP2L SELENOT SENP1 SIAH1 SIKE1 SLC30A9 SLC38A1 SLFN12L SLFN13 SMAD5 SMC3 SMIM7 SPARCL1 SPSB3 SRRD SRRM1 SSR1 SSX2IP STK39 STX5 SUPT16H SYCP3 SYNRG TAX1BP1 TBRG1 TDP2 TDRP TEX2 TIMM22 TLR4 TM9SF3 TMEM223 TMEM60 TNFSF10 TNNT2 TP53INP1 TPP2 TPRG1L TRIM23 TRIM59 TRIT1 TRMT1L TSPYL4 TTI2 UBP1 UBR1 UBXN2B USP39 USP7 USP9X VTI1B WASF2 WTAP YTHDC1 ZEB1 ZNF292 ZNF326 ZNF394 ZNF639 ZNF689 ZYG11B GSE34006_A2AR_KO_VS_A2AR_AGONIST_TREATED_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE34006_A2AR_KO_VS_A2AR_AGONIST_TREATED_TREG_UP ACRBP ADAR AGRN AIDA ANKFY1 APOBEC3B ASB13 ATG4B ATP11B AVL9 B2M B3GNT2 BST2 C19orf12 CAPN15 CASP2 CASP8 CCRL2 CD164 CD274 CFAP418 CHMP4B CMPK2 CMTM6 CMTR1 CNNM4 CNP CRBN CRLF3 CXCL10 DAXX DCAF11 DDHD1 DDX24 DDX60 DHX58 DICER1 DOP1B EIF2AK2 ETNK1 FAM111A FBXO38 FEZ2 FNBP4 GBP2 GBP4 GBP6 GBP7 GOLGA3 GPSM2 GRK1 HELZ2 HK1 HLA-B HLA-E HLA-G HOOK2 IFI27L2 IFI35 IFI44 IFIH1 IFIT1B IFIT2 IFIT3 IGDCC3 IL11 INPP1 IRF1 IRF7 IRF9 IRGM ISG15 ISG20 ISOC1 ITK KBTBD2 KEAP1 KIF1B LAPTM4A LGALS3BP LGALS8 LGALS9B LIPA MAP2K1 MAP7 MITD1 MORC3 MOV10 MTFMT MX1 MX2 N4BP1 NAA20 NAMPT NIF3L1 NME6 NMI NOC4L NOTCH1 NRG3 NSUN4 NUB1 OAS1 OAS2 OAS3 OASL OGFR PARP12 PARP14 PARP9 PATJ PCCA PDK1 PELI1 PEX26 PHLPP1 PIGA PIK3C3 PLIN5 PMEPA1 PML PNPLA7 PNPT1 PPA1 PPIC PSMB10 PSMB8 PSMB9 PSME1 PSME2 RAB29 RAB3IP RAD51AP1 RAPGEF6 RBBP9 RBL1 RBM43 RCL1 RGS10 RIPK1 RNF114 RNF135 RNF14 RPL13 RSAD2 RTP4 S100G SAMHD1 SCNN1B SECISBP2 SELL SERTAD3 SESN3 SHFL SLC25A28 SLFN12L SLFN13 SS18 SSBP2 ST6GALNAC5 ST7 STAT1 STAT2 TAP1 TAPBP TASOR2 TBRG1 TDRD7 TDRP TEX2 TLR4 TLR7 TMEM140 TMEM184B TMTC4 TNFSF10 TOR1AIP1 TOR1AIP2 TOR3A TRAF3IP2 TRAFD1 TREX1 TRIM21 TRIM25 TRIM26 TRIM34 TRNT1 TXK UBE2D1 UBR2 ULK2 USP18 VPS54 WDR43 WTAP ZBP1 ZEB1 ZNF689 ZNFX1 ZUP1 GSE34006_UNTREATED_VS_A2AR_AGONIST_TREATED_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE34006_UNTREATED_VS_A2AR_AGONIST_TREATED_TREG_DN ABHD17A ACTB ACTG1 ADAM19 ADAMTSL5 ADIPOR1 ADRB2 AKNA ANKRA2 AP3D1 ARL4C ARPC2 ASTN1 ATF7IP2 ATP1B1 ATP5F1A BHLHE40 BMX BTG1 CALU CCL4 CCNI CCR5 CD37 CDC42SE1 CDKN2C CDKN2D CEMIP2 CENPN CHCHD10 CHST12 CNPPD1 COMMD4 CORO1A CRLF1 CTCF CTLA4 CTPS1 CTSA CYP24A1 DCXR DDAH2 DDC DDIT4 DENND1B DIAPH1 DNPH1 DPYD DSCAML1 EEPD1 EHBP1L1 EIF3F EIF4B ENTPD4 ERRFI1 ETHE1 FAM107B FAM89B FASLG FCGRT FEM1A FES FHIP1B FLVCR1 FTH1 GABARAPL1 GADD45G GLRA4 GLRB GLUD1 GMIP GNA11 GNB2 GRIN2D GSK3B GUCD1 H1-2 HEPACAM2 HGSNAT HIF1A HIP1R HPCAL1 HSP90AB1 IFNG IFT22 IL1RL1 IL21R INPPL1 IRF6 ITGAX ITGB2 JUND KIAA0319L KIF4A KLHL20 LAGE3 LCN2 LFNG LIMD1 LIPC LIPF LPCAT1 LPIN1 LPO MAN2B1 MAP4K1 MED7 METRNL MMD MNT MOB1A MRPL45 MTCH1 MYO1G NAB1 NAGK NCALD NFIC NRK NRM OPA3 ORAI1 OTULIN PA2G4 PCBP2 PDIA4 PELO PGK1 PGLS PGP PHF23 PIGM PJA1 PLPP2 PPM1G PPP1R14C PPP1R21 PPP3CB PRC1 PRDM1 PRKAR1A PRKG1 PRSS58 PTP4A3 PTPN6 PTPRCAP PURB RAB3A RBM14 RBPJL REEP5 RER1 RHOH RHOQ RNF166 RPS4X RPS6KA1 RRAGA RTP3 SBK1 SEMA4B SERPINE2 SFRP2 SLAMF1 SLAMF7 SLC20A1 SLC29A1 SLC2A1 SLC2A3 SLC6A15 SMARCD2 SNTB2 SOCS3 SPG21 SQOR SSPN TAX1BP3 THBS4 TIAM1 TLE3 TLN1 TMEM163 TNFAIP1 TNFRSF13B TNFRSF18 TNFSF9 TNNI2 TNRC18 TTN TUBA3C UBE2D3 UNC119B VASP VIM WDFY2 WNK4 XCL1 ZBTB20 ZCCHC18 ZRSR2 GSE34006_UNTREATED_VS_A2AR_AGONIST_TREATED_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE34006_UNTREATED_VS_A2AR_AGONIST_TREATED_TREG_UP ABRACL ADIPOR1 AEBP2 AKIRIN2 AKR1A1 ALAS1 ALG2 ALKBH5 AMFR AP3S1 ARF6 ARL8B ARPC5 ATG12 ATP5F1D ATP6V1C1 ATP6V1E1 BATF BNIP3L BORCS7 C15orf39 C1orf43 C2orf49 C6orf89 CAPN2 CCPG1 CCT2 CDC42SE1 CDK12 CDK16 CDKN1B CDKN2D CFL1 CFL2 CNBP CNIH1 CNOT2 CNPPD1 COPB1 CRK CRLF2 CSNK1D CSNK2A2 CTLA4 DAG1 DDC DDIT4 DEPDC1 DNAJC8 DUSP10 EIF2B2 EIF2S3 EIF3C EIF3H EMD EMP1 ERI1 ESD FAM104A FAM107B GDE1 GIGYF1 GNAI3 GNG10 GRSF1 GSK3B GTF2H1 H1-2 H2BC5 HADH HAUS3 HDHD3 HELB HIF1A HIGD2A HPF1 ID2 IGBP1 IL13 ING1 KCTD9 KLHDC2 LDHA LIPC LPIN1 LRRC59 LYPLA1 MBD2 MELK MFGE8 MKI67 MNT MOAP1 MRPL9 MTHFD2 MTHFS MTREX MXD4 MYB MYOD1 NFYB NOPCHAP1 NTM NUCKS1 NUDT21 ORMDL1 PBDC1 PCLAF PDPK1 PELO PGAM1 PGK1 PIK3CG PJA1 PLEKHB2 PLS3 PRR14 PSMD11 PSMD14 PTGES3 PTGR3 PTP4A2 PTTG1IP PURB PUS3 PYCR2 RAB11A RAB40C RAB8B RAMAC RAN RAP2B RBM18 RGS19 RLF RMND5B RNF146 RNF19A ROCK2 RORA RP9 RPN1 RPS11 RPSA S100A4 SECISBP2L SELENOK SEPHS2 SLC25A20 SLC25A4 SLC25A51 SLC30A5 SLC6A13 SMAP1 SMC2 SMIM7 SMNDC1 SOX4 SP1 SP7 SPCS3 SRP19 SS18L2 STMN1 SUB1 SUPT4H1 SYCP3 TAF1D TBL1XR1 TENT5C TMED10 TMEM106B TMEM115 TMEM126A TMEM223 TMEM60 TNRC18 TPRG1L TRAPPC1 TRAT1 TRIM13 UBE2G2 UBE2J1 UBE2K UQCRFS1 USP39 VAMP3 VAMP4 VAPA VDAC2 VTI1B WFIKKN1 XPO1 YME1L1 ZFP36L2 ZNF124 ZNF24 ZNF330 ZNF347 ZRSR2 GSE34006_WT_VS_A2AR_KO_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE34006_WT_VS_A2AR_KO_TREG_DN ACADL ADAR AIDA ANKFY1 APOBEC3B AQP1 ARID5A ASB13 ASB5 ATP11B ATP1B2 ATRN ATXN1 B2M BST2 C19orf12 C1orf159 CASP7 CASP8 CCND2 CCRL2 CD151 CD274 CDH23 CFAP418 CFHR1 CHIC1 CMPK2 CMTR1 CUEDC1 CXCL10 CYP1B1 DAXX DBN1 DCAF11 DDX24 DDX60 DEFB4A DHX58 DIP2B DNAJC13 DOLPP1 EIF4E3 ERG28 ETNK1 FAM111A FAP FEZ1 FIGN FNBP4 FZD7 GBP2 GBP4 GBP6 GBP7 GCH1 GEMIN6 GMPPB GPR155 GPR65 GRINA HELZ2 HLA-B HLA-C HLA-E IDNK IFI27L2 IFI35 IFIH1 IFIT1B IFIT2 IFIT3 IGHMBP2 IGKC ILRUN INSL6 IP6K1 IRF1 IRF7 IRF9 IRGM ISG15 ISG20 JCHAIN KCNC4 KCNQ1 KEAP1 LANCL1 LAPTM4A LGALS9B LMO4 LPAR4 MAK MAP7 MGAT1 MITD1 MMP1 MORC3 MOV10 MTAP MTARC2 MX1 MX2 NAA20 NMI NNT NOC4L NRG4 OAS1 OAS2 OAS3 OASL OGFR PARP12 PARP14 PARP9 PCCA PDK1 PDXDC1 PEX26 PHF3 PIGA PKIA PLAAT1 PLS1 PLSCR3 PMEPA1 PML PNPLA2 PNPT1 PPA1 PPP1R10 PRKCG PSMB10 PSMB8 PSMB9 PSME1 PSME2 PWP2 RBM43 RFC3 RIPK1 RNF114 RNF19B RSAD2 RTP4 SAMHD1 SHFL SLAIN1 SLC25A22 SLC25A28 SLC2A4 SLC5A1 SLC7A1 SLFN12L SLFN13 SMAD1 SOCS1 SSBP2 STAT1 STAT2 SYNE2 TAP1 TAPBP TAPBPL TDRD7 TDRP TEAD4 TFAM TLR7 TMBIM6 TMEM140 TMEM184B TNFSF10 TNIP2 TOR1AIP1 TOR1AIP2 TOR3A TRAF4 TRAFD1 TRIM21 TRIM25 TRIM26 TRIM34 TSPAN1 TSTD1 ULK2 USP18 USP36 USP38 UTS2R VCAN VPS50 XPNPEP2 ZBP1 ZFP90 ZFYVE26 ZMYND11 ZNFX1 ZUP1 GSE34006_WT_VS_A2AR_KO_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE34006_WT_VS_A2AR_KO_TREG_UP ABHD17A ACO2 ACTN4 ACTR8 ADAM18 AIM2 AMDHD1 ANXA8 AQP4 ARHGDIG ARID5A ARL4C ASTN1 ATP8A2 BANP BPHL BRS3 C1orf159 CACNG6 CASP7 CCDC85A CCL25 CCNE1 CDH23 CELA3B CHCHD10 CHKB CHST7 CLEC14A COTL1 CRYBB2 CSRP1 CTBS CTNNA2 CUEDC1 CYB5R3 CYP24A1 DBN1 DDAH2 DHODH DNPH1 DZIP1 E2F1 EFHD1 EFHD2 EIF4A1 EIF4G3 ERG28 ERN1 FAM169A FASLG FBXW9 FCGRT FGA FTH1 FTL FURIN FXR2 GADD45G GDF9 GDPD3 GEMIN8 GLRA4 GNAI2 GNB2 GPR146 GPR83 HLA-A HOXD13 HS3ST3A1 HSP90AB1 HTR4 IER2 IER5L IFNG IFRD2 IFT22 IL10 IL21R IL23A IRAK1 IRF4 ITM2B JUNB JUND KCNH1 KL KLF9 KPNA1 KPNA3 KRT31 KRT80 LIPF LMNB1 LMO4 MAP4K1 MAZ METRNL METTL13 METTL7A MGAT1 MGAT3 MORC4 MRTFA MTCH1 MYD88 NAA60 NAGS NFIA NFIC NFKBIB NPNT NRG4 P4HB PA2G4 PACS2 PCCB PDIA4 PFKM PGLYRP1 PGP PHF3 PIP5K1B PLAU PLOD1 PMP22 POPDC3 PPIF PPOX PPP1R14C PRDM1 PROM2 PRPS2 PRSS58 PSEN2 PTBP1 PTGER3 PTOV1 PTP4A3 RAB3C RAG1 RASA4 RASSF3 RBM14 RDH16 RNF149 RNF166 RNF19B RRAGA RSPH9 SCRN3 SEPTIN10 SESN2 SFRP2 SGCE SGK1 SH3BGRL2 SHKBP1 SLC26A3 SLC48A1 SLC66A1 SLC6A12 SLC7A1 SLC7A6 SLC8A2 SMARCD2 SOCS3 SPR SPTSSB SRRT STING1 SYVN1 TAC1 TACR3 TBX1 TEX15 TNFRSF1B TNIP2 TPCN1 TPST2 TRDN TRIM2 TRIM3 TUBA3C TUBB4B TXNDC5 TXNDC8 UBE2E2 UCK2 UCP2 USP36 VPS18 VPS41 WAS WIPI2 WNK4 WNT2 YRDC ZFP64 ZNF593 GSE3400_UNTREATED_VS_IFNB_TREATED_MEF_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3400_UNTREATED_VS_IFNB_TREATED_MEF_DN ACSBG2 ACTRT3 ADAM5 ADH1A AK8 ANOS1 APOL1 APOL2 ARFRP1 ARHGEF17 ARHGEF26-AS1 ARHGEF34P ARL5C ARSL BNIP1 BTN3A1 C19orf12 C1orf220 C2orf50 C6orf132 C6orf58 CALHM6 CASC2 CBX6 CD74 CDK12 CDR2 CECR7 CEP41 CEP57L1 CLDN10 CNKSR2 CRISPLD2 CSHL1 CWH43 CYP51A1-AS1 DCLK1 DLL4 DMRTB1 DNAH10 DNPEP DRP2 DYNC1H1 E2F7 ENAM ENO1 ENPP5 EPHA2 EPHX4 EPN2 FANCA FGF14 FUT9 GBP1 GBP2 GGTLC2 GIMAP8 GNAO1 GPX2 GSDMD GYS2 HAUS5 HCAR3 HLA-A HLA-B HLA-DPA1 HLA-DPB1 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB6 HLA-K HNRNPA1L2 HORMAD1 HS3ST3A1 HTN1 HYOU1 ICAM2 IGF2BP3 IGHG1 IL12RB1 IL18BP IL36RN INHBA INMT KCNIP2 KCNJ8 KLLN KLRD1 KPTN KRTAP1-1 KRTAP4-3 LBP LIG3 LINC00029 LINC00216 LINC00924 LINC01278 LINC01973 LINC02806 LRP4 LRRN4CL MARVELD2 ME3 MIPOL1 MIR30C2 MRPL38 MS4A3 MUC19 MYBL1 MYH3 NLRC5 OOEP OR2M4 OR4D1 OR5H1 OSBPL3 OXCT1 PAK3 PATE2 PAX8 PCDHGB5 PDCD2L PES1 PIGL PLAAT4 PLEKHA7 PLEKHO1 PPP1R9A PSMB8 PSMD3 PSME2 PTCHD4 PTP4A3 PTPRD PTTG1 RAB4B RANGAP1 RBFOX2 RGS22 RHCE RHOC RMND1 RNF10 RNF126P1 RPL10L RPL13AP17 S100A13 SCAND2P SCNN1D SECTM1 SIK1 SIM1 SIPA1L3 SLC16A1 SLC17A8 SLC5A1 SLC8A1-AS1 SLC9C2 SNHG29 SNORA65 SP140L SPRYD3 SPTA1 STARD8 STAT1 STK31 STX5 SZRD1 TENT5B TGFB3 TMCO5B TMEM161B-DT TMEM253 TMEM26 TNF TP53AIP1 TRAFD1 TREX1 TRIB2 TRIM56 UBE2L6 UPB1 USP27X-DT VPS9D1 WARS1 WBP2NL WIZ ZNF202 ZNF257 ZNF423 ZNF479 ZNF669 ZNFX1 GSE3400_UNTREATED_VS_IFNB_TREATED_MEF_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3400_UNTREATED_VS_IFNB_TREATED_MEF_UP ACOX1 ADAM9 ADAP2 AGO2 AKR1B1 ALAD AMMECR1 ANKRA2 ANKS1B ARHGAP35 ARMCX3 ATG2B ATOSA ATP13A3 ATP2C1 BNIP3L BRD7 BRI3 C10orf55 C1orf122 CCSAP CD302 CD81 CDC23 CDC40 CDKN2AIP CENPC CERT1 CETN3 CHST7 CITED2 CNEP1R1 COA5 CPQ CSGALNACT2 CUTC CUX1 DCAF11 DCAF12 DDX17 DENND11 DENND4C DHRS7 DHX29 DMXL1 DNAJC19 DOCK10 DOCK5 DPY19L1 ETFB ETFRF1 FAM168B FBXL5 FBXO9 FBXW2 FGF14-IT1 FH GABARAPL2 GALNT1 GALNT7 GAPT GAS2L3 GGH GLIS3 GMCL1 GNAS GOLM2 GPR160 GSK3B GZF1 HEATR6 HECA HIPK2 HMGB1 HMGB2 HMGN1 HTR7P1 IDH2 IPO9 IRS2 ITGB1 JTB KLHL9 KMO KRAS KYNU LEPROT LINC00921 LINC02877 LPCAT1 LRPAP1 LYL1 LYPLAL1 LYSET MAEA MAPK1 MAPK9 MARCHF6 METTL14 MFAP3 MILR1 MIR4453HG MMP7 MMUT MPHOSPH6 MSH2 MTIF3 MTMR6 NBR1 NCOA1 NDRG4 NDUFV2 NRP1 NTSR1 NUDT14 NUP155 OLR1 PAIP2 PAXBP1 PBX3 PCGF6 PDPN PELI2 PHF10 PHF21A PIGC PINK1 PIP4P2 PJA1 PLEKHM3 PMS2P2 PPWD1 PRDM10 PROS1 PTGER2 RAB4A RACGAP1 RALGAPA2 RAP1A RDH11 RGP1 RNASEL RNF130 RNF44 RPGR RPP14 RTN1 SDCCAG8 SERINC3 SERINC5 SH3BGRL SHPRH SIMC1 SIRPB2 SLC6A6 SLC9A6 SLTM SMC1B SPEN SPG21 SPOPL TAF8 TASOR TBC1D9B TBRG1 TESMIN TMCO3 TMEM14C TMEM170B TMEM245 TMEM39B TNKS TPST1 TRAIP TRAPPC11 TSG101 TUBGCP3 TUG1 TULP4 UBE2E3 WDR37 WDSUB1 ZBED5 ZBTB44 ZCCHC9 ZDHHC6 ZMYND11 ZNF23 ZNF304 ZNF407-AS1 ZNF45 ZNF559 ZNF780A ZZEF1 GSE34156_NOD2_LIGAND_VS_NOD2_AND_TLR1_TLR2_LIGAND_24H_TREATED_MONOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE34156_NOD2_LIGAND_VS_NOD2_AND_TLR1_TLR2_LIGAND_24H_TREATED_MONOCYTE_DN ABCC1 ACTN1 ADD3 AGBL3 ANAPC4 APOL6 ARMCX1 ARPP21 ASNSD1 ATP11C ATP5MJ BAZ1A BTF3L4 BTLA C2CD5 C6orf62 CA6 CCDC136 CD8B CDR1 CDS2 CEP85L CLK4 CLYBL CNPY3 COX16 COX4I1 COX7C DCTN3 DDIAS DDX39B DIP2B DNHD1 DSC1 DZIP3 EAPP EIF2S1 EIF3H ELP2 ERCC6L2 ETFRF1 FAM111A FAM136A FAM86C1P FASTKD1 FBH1 FBXO11 FDX2 FKTN FRYL FYB1 GRTP1 GXYLT1 HELQ HMOX2 HUWE1 IL6ST IMPACT ING2 JRKL KBTBD6 KLHL3 KLRC4 LCDR LEF1-AS1 LINC00339 LINC00938 LINS1 LMTK2 MAGEH1 MAL MAN1C1 MAN2A1 MAP1B MAPKAPK5-AS1 MBD5 MBIP MCUB MDM1 MEST METTL16 METTL25 MICU2 MIR99AHG MIX23 MLXIP MMD MNS1 MORC2-AS1 MSH6 MSL3 MTERF3 MTHFD1 MTMR1 MTURN MYH3 NAA25 NAXD NBDY NBEA NDUFAF6 NDUFB4 NDUFB6 NECAP1 NELL2 NMT1 NOP10 NR2C1 NR2C2 NSFL1C NUP133 PAN2 PCSK5 PDCD4-AS1 PDPR PGAP1 PHYH PIGL PIGP PLXDC1 POLG2 POLR1D PPP6R3 PPWD1 PRDX3 PRKCA PVT1 RAB11A RAB30 RABL3 RACK1 RAD51C RASSF6 RBM20 RBM34 RBX1 RCN1 REG4 RPL13A RPL27 RPL28 RPL31 RPL35A RPL39 RPLP2 RPS11 RPS25 RPS29 RPSA S100A13 SARNP SDR39U1 SEC24B-AS1 SEC31B SECISBP2 SEPTIN7P2 SETD1B SETMAR SFSWAP SMIM27 SMIM7 SNHG29 SOX7 SPG7 SRSF1 STRIP1 TAB3 TAF9 TENT4A TIGD1 TIMM10 TMEM243 TRABD2A TRMT13 TTC3 TTC30B TTN TUBE1 UBA52 UBE2Z USP6NL UXS1 VNN2 VPS11 VPS33B WHAMM ZBED5 ZBTB40 ZNF100 ZNF655 ZNF667-AS1 ZNF706 ZNF789 ZNF805 ZNF891 ZNHIT6 GSE34156_NOD2_LIGAND_VS_NOD2_AND_TLR1_TLR2_LIGAND_24H_TREATED_MONOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE34156_NOD2_LIGAND_VS_NOD2_AND_TLR1_TLR2_LIGAND_24H_TREATED_MONOCYTE_UP ABCF3 ABCG2 ADAM7 AGO3 AHCYL1 AIFM1 AKT3 ALAS1 ALDH1L2 ANKFN1 ANXA5 AOX1 ARHGAP42 ARMCX5 ARSL ATP5MC2 ATP6V1G1 B3GALT2 BAZ2A BEND7 BLOC1S4 BUD23 C16orf78 C5orf22 CALCRL CATSPERB CCNYL2 CD99L2 CDH11 CDH19 CFAP300 CFAP97D1 CHRAC1 CIZ1 CLTB CNTN3 COPG1 CP CPD CPS1 CRACR2B CSN1S2AP CSNK2A2 CT83 CUTC CXXC4 CYB5B DAAM2 DAPK3 DDX27 DGKI DHX38 DNAH14 DNAJB11 DOK7 DPY19L1 DUX4L8 DYM ENSG00000223438 ENTREP1 EPRS1 EQTN ESYT3 FAM229A FBXO45 FGF11 FNDC4 FOXE3 FXR1 GNMT GPD2 GPR63 GREM2 GUCD1 HDX HJV HMGB3P22 HSPA12A IFNA21 IRGC KCNC2 KCNG3 KIF2B KLF17 LCA5L LCP1 LDLR LHX6 LIMS2 LINC00189 LINC00899 LINC00919 LINC01592 LPAR3 LRP12 MAP2K4 MARK2 MGLL MLH3 MMP16 MRPL51 MS4A6E MSI1 MSLN MYLK NDST4 NDUFS4 NLGN1 NOX4 NPIPB3 NPPA NR1D2 NR1H3 NRIP2 NRL OOSP2 OR5J2 PASD1 PCDHB16 PCGEM1 PDIA3 PIK3CG PKHD1 PLA2G4D PLEKHG1 PLEKHG6 PNPLA8 POP7 POSTN PPP4R1L PRDM10-DT PRKCH PROKR2 PSG1 PSMC3 PTEN RANBP10 RFPL2 RFWD3 RNF6 RNLS ROPN1 RPS14 RPS15 SART3 SCN11A SCN5A SEMA4A SEPTIN7P9 SERBP1 SERINC3 SIK3 SIX6 SLC10A1 SLC24A2 SLC25A2 SLC38A11 SLC7A6OS SLC9B2 SLITRK1 SMOC1 SOX17 SP1 SP3P SPATA45 SPATS2L SRP68 SUMO2 TACO1 TAF1A TCEANC2 TLCD3A TM6SF2 TMEM225B TMEM50A TMPRSS6 TOB1 TPSG1 TRAF6 TRIM31 TTTY7 UBE2DNL UPK1B USP11 ZBTB37 ZNF169 ZNF250 ZNF277 ZNF324 ZNF775 ZXDB GSE34156_NOD2_LIGAND_VS_NOD2_AND_TLR1_TLR2_LIGAND_6H_TREATED_MONOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE34156_NOD2_LIGAND_VS_NOD2_AND_TLR1_TLR2_LIGAND_6H_TREATED_MONOCYTE_DN ABCG1 AIRE AMY2A ANKRD10 APLP1 APOE ARHGEF25 ARMC1 ASCL1 ASS1 ATP5MF BCHE BCL2L1 BHMT2 BLK BPHL CA5A CA8 CAPRIN2 CCDC115 CCDC28B CDC26 CDX4 CHST2 CKMT2 CLDN8 CLEC4F CMKLR1 CNTN1 COL5A1 COPS7A COQ5 COX6B1 CSNK2A2 CYP3A43 CYP3A7 DAP3 DCTN5 DDX51 DGAT1 DHCR24 DHX15 DLGAP4 DLX3 DMPK DSG2 DUSP2 EHHADH EPAS1 EPCAM EXOC8 FAM20C FAM241A FAM83H FAM98A FANCM FBXO15 FBXO45 FBXW7 FGF6 FIGLA GABRB2 GABRB3 GAD2 GBX2 GCAT GCM2 GCSH GFPT2 GLE1 GMCL1 GNAS-AS1 GNB5 GPHN GPX1 GPX2 GTF3C2 GZMB HADH HAL HBA2 HCK HCN3 HGFAC HOMER3 HTR1D HYCC2 IFI30 IKZF1 IL16 IL36RN JARID2 KCND2 KCNN4 KIF9 KLHL21 KLRG1 KRT32 KRT4 LENG8 LETM1 LGALS7 LRIG1 LTV1 MAD2L1BP MAPKAPK5 MATR3 MFF MOG MORC4 MRPL55 MSMB MT3 MYH2 MYL1 MYO1C NAT2 NCF1 NCF2 NEFH NFYA NIFK NSUN2 OMP OR10J5 ORC5 ORMDL1 OTUD7B OXT PAH PBDC1 PC PCYT2 PDGFA PIK3CA PLA2R1 PLEKHB2 PMPCA PSMD1 PYCR2 RAB17 RAB3IL1 RCL1 RCVRN REEP1 RGS5 RING1 RNF181 RPL35 RPL39L RPS6KA2 RRAD RTKN SAMD4B SARDH SCG2 SEMA4B SERAC1 SERF1A SERPINB2 SH3YL1 SLC12A3 SLC22A6 SLC25A45 SLC26A2 SLC35G6 SMN1 SMYD2 SORD SOX6 SRP9 SSTR4 STK10 STK36 SYN2 TARBP2 TCF20 TEN1 TENM1 TEX261 TGFB1 TGM3 THAP4 THOC3 TMEM131 TNFAIP8L1 TSPO2 UBE2A UBE2E3 UPP1 UTP18 UTP3 VIPR2 VPS37A XPNPEP1 YIPF3 ZDHHC9 ZNF398 ZNF703 ZPBP GSE34156_NOD2_LIGAND_VS_NOD2_AND_TLR1_TLR2_LIGAND_6H_TREATED_MONOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE34156_NOD2_LIGAND_VS_NOD2_AND_TLR1_TLR2_LIGAND_6H_TREATED_MONOCYTE_UP ACAD8 ADAM2 ALG6 AMT ANAPC4 AP4B1 ARHGEF34P ARMC1 ATP5F1A C10orf62 C14orf93 C17orf75 C19orf53 C8orf33 CASD1 CCDC18-AS1 CCNB1IP1 CD8B CDIN1 CDKN2AIP CDS2 CEACAM21 CEP76 CEP85L CERS6 CFAP44 CFAP68 CIPC COG2 COIL COQ9 CTBP1-AS CXorf58 CXorf65 DDI1 DKK3 DNHD1 DQX1 EAPP EEF1B2 EIF2S1 ELF2 ETFRF1 FAM86C1P FBH1 FBL FGFR1OP2 FOXO1 FTSJ3 GRAMD1C HSP90AB1 JADE1 JTB KBTBD4 KBTBD6 KDM2A KLHDC2 KLHL3 LAS1L LCDR LILRB5 LINC00339 LINC00960 LINC02604 LINS1 LPCAT3 LPIN1 LRRN1 MAGEH1 MAK16 MAL MAP1B MBD5 MED6 METTL16 MFHAS1 MLLT3 MPHOSPH10 MRPS25 MTREX MTRF1 MYH3 NAA16 NBEA NDFIP1 NDUFAF6 NOB1 NOL6 NOL7 NOPCHAP1 NSA2 NUP88 OSGEP PARP16 PAXBP1 PDRG1 PEX13 PGBD4 PLXDC1 PMPCB PNN POLR2C POLR2J4 POLR3G PPDPF PPT2 PPWD1 PRMT5 PSMD5 PSMD6 PUS3 PVT1 PWAR5 QRICH1 RASA2 RBM34 RDH5 REPS1 RIMS4 RIOK2 RIPK4 RPAIN RPF1 RPL11 RPL13 RPL19 RPL27 RPL38 RPL39 RPL7 RPS13 RPS18 RPS29 RPS3 RPSA RPUSD4 SARNP SEC31B SEPTIN7P2 SERBP1 SERINC3 SETD6 SLC25A38 SLC41A1 SMIM27 SNHG29 SNRNP40 SP3 SRD5A2 SRSF1 STRBP SYCE1L TAPT1 TAS2R4 TCF20 TENT4A TMEM11 TMEM116 TMEM243 TMEM50B TNFAIP1 TNRC6C TP73-AS1 TRABD2A TRAPPC4 TRIAP1 TRIM52 TRIM63 TRMT10C TTC3 TTC30B TTPAL TUBE1 UBA52 UBP1 USP16 USP37 UTP15 UTP23 UXT WDR33 WDR44 WRAP73 WRNIP1 YTHDC1 ZC3H13 ZDHHC24 ZNF451 ZNF655 ZNF770 ZNF789 ZNF805 ZNHIT3 ZNHIT6 ZNRD2-DT ZRANB3 GSE34156_NOD2_LIGAND_VS_TLR1_TLR2_LIGAND_24H_TREATED_MONOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE34156_NOD2_LIGAND_VS_TLR1_TLR2_LIGAND_24H_TREATED_MONOCYTE_DN ACAD8 ACER1 ALG6 AMT ANAPC4 ANKRD36 ARHGEF5 ATP5F1A ATP5MC1 BCCIP BEX4 BTN1A1 C14orf178 C14orf93 C9 CA6 CCDC136 CCDC18-AS1 CCNQ CD2 CD8B CD96 CDIN1 CDS2 CEACAM21 CENPT CEP85L CERS6 CFAP44 CFAP68 CIPC CLK4 COG2 COIL COQ5 COQ9 CSTF2T CTBP1-AS CWC15 CXorf58 CXorf65 DKK3 DLAT DQX1 DUSP12 EAPP EIF2S1 ERCC5 ERCC6L ETFRF1 FAM136A FANCD2 FBH1 FBL FGFR1OP2 FHIT FOXO1 FTSJ3 HELQ HIRIP3 HSP90AB1 HSPH1 IMPACT JRKL JTB KBTBD4 KBTBD6 KDM2A KIAA2012-AS1 KLHL3 LAS1L LINS1 LPCAT3 LRRN1 MAGEH1 MAL MAP1B MAPKAPK5-AS1 MBD5 MED19 MED30 METTL16 MIR99AHG MLLT3 MPHOSPH10 MSL3 MTMR9LP MYH3 NABP2 NAT10 NBDY NDFIP1 NDUFAF4 NDUFAF6 NGRN NOB1 NOC2L NOL6 NOL7 NOPCHAP1 NR2C2 NSA2 NUP133 NUP88 PAN2 PAXBP1 PDRG1 PFDN2 PGBD4 PIM2 PLXDC1 PMPCB PNN POLR2J4 PPT2 PPWD1 PRPS1 PSMA3-AS1 PUS3 PVT1 QRICH1 RALGAPA2 RASA2 RBM34 REPS1 RHOH RIOK2 RPAIN RPL11 RPL13 RPL27 RPL36A RPL38 RPL39 RPL7 RPLP2 RPS10 RPS29 RPS3 RPSA RPUSD4 RXFP1 SAMD12 SARNP SEC31B SEPTIN7P2 SERINC3 SETD6 SFMBT1 SIRT3 SLC25A38 SLC41A1 SMIM27 SNRNP40 SNRPN SOX7 SPRR2C SRSF1 SRSF10 TAF9 TENT4A TIMM10B TMEM182 TMEM243 TMEM50B TNRC6C TOMM20 TP53TG1 TP73-AS1 TRIAP1 TRMT10C TTC28-AS1 TTC3 TTC30B TTPAL TUBE1 TUSC2 UBP1 USP16 UXT VAPB VRK1 WDR33 WDR36 WDR59 WRAP73 WRN WRNIP1 YTHDC1 ZKSCAN2 ZMYM5 ZNF778 ZNF789 ZNF891 ZNHIT6 ZRANB3 GSE34156_NOD2_LIGAND_VS_TLR1_TLR2_LIGAND_24H_TREATED_MONOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE34156_NOD2_LIGAND_VS_TLR1_TLR2_LIGAND_24H_TREATED_MONOCYTE_UP ABHD15 ADAMTS20 ADCY9 AGBL1 ALMS1P1 ANK1 ANKRD36 AP1M2 AQP6 ARID1A ATP6V0A2 ATP6V0A4 B4GALNT3 BCCIP BEST4 BLK BRD2 BTN2A3P BVES C8orf33 C9 CA4 CA5B CACNB3 CCR6 CCSAP CD70 CDC14A CDH5 CEACAM6 CEP112 CFAP68 CIAO2B CNGB1 CSNK1E CYBA CYP17A1 CYP4F8 DCAF4L1 DDX54 DEFT1P DLAT DLG5 DNAJC5G DPP4 DPPA2 DTNB EIF4B EIF4G1 ELL EMG1 EPB41L4B ERCC6L FAM43A FAP FEN1 FERMT2 FGFRL1 FIGN FKBP11 FMNL1 FOXRED2 FREM1 G3BP1 GADL1 GFPT1 GNAT3 GPRC6A GPRIN3 GRIK2 H4C11 HMCN1 HOXB-AS3 HOXB5 HS6ST3 HUNK IL21R-AS1 ILF3-DT INO80E IQCC ITGB7 ITPR3 JADE1 JPH3 JUN KCNH8 KCNN3 KIAA0825 KIAA2012-AS1 KIT KLC2 KLRB1 KLRG1 KMT2D LARP1B LHFPL3-AS1 LIMK1 LINC01020 LINC01114 LINC01128 LINC01541 LINC01550 LINC01845 LINC02481 LINC02843 LPCAT3 LTB LYAR MAF MAPK8IP2 MAZ MLANA MPZL3 MTMR9LP MXD4 N4BP3 NAA30 NCR3 NCS1 NDRG2 NFKB2 NOXRED1 NUDT4 NUP153 ODF2L OR5V1 PIN1 PLEC PLPPR5 PODN PPDPF PPIB PPM1A PPP2R5A PPP4R3C PRELID3B PRKCSH PSMG3 PTPN11 PTPRZ1 RAB4A RAB8B RBM27 RBM48 RBMS1 RNF6 ROPN1L RORC RRAS2 RXFP1 SCARNA17 SCARNA2 SCART1 SDCBP2-AS1 SENP3 SFMBT1 SFTPC SI SKIL SLAIN2 SLAMF1 SLC13A3 SLC15A1 SLC4A10 SLC7A1 SNORA74A SPOCK2 SSC4D SURF4 TAL2 TAS2R10 TAS2R8 TBKBP1 TDH-AS1 TEX35 TEX43 TMEM151A TMEM182 TMEM184B TRPC4 TUSC2 UMODL1-AS1 UNC119 UNC13D WDTC1 WFDC8 WNT11 WWC2-AS2 ZNF462 ZNF574 ZNF596 GSE34156_NOD2_LIGAND_VS_TLR1_TLR2_LIGAND_6H_TREATED_MONOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE34156_NOD2_LIGAND_VS_TLR1_TLR2_LIGAND_6H_TREATED_MONOCYTE_DN AATK ABCA1 ABCD1 ACOT6 ACSL1 ACTB ACVRL1 ADAM28 ADAM9 ADGRE2 ADGRE3 ANO6 ANPEP ANXA5 AQP5 ASAH1 ATP10B ATP13A3 ATP6V1B2 BCAT1 BLVRB BRI3 C15orf48 C3AR1 CALML5 CAPG CARD19 CCR1 CD14 CD151 CD163 CD86 CD93 CFC1 CHST15 CLIC1 CLIC4 COPRS CORO1C CREG1 CSF2RB CTSD CTSL CTSZ CXCL1 CXCL16 CXCL3 CXCL8 CYBB CYBRD1 CYTH3 DAPP1 DKK4 DMXL2 DOK3 DSE ELF4 EMILIN2 EPB41L3 EWSR1 FAM20C FANCL FCAR FCGR2A FCGR2C FERMT3 FLOT1 FOXP1-IT1 FPR2 FTL GASK1B GAST GBAP1 GK GK3 GLUL GM2A GNB4 GNS GPR101 GPR157 GPX1 GRN GSDME HAVCR2 HCAR3 HCK HLA-DRB4 HPSE IFI30 IGSF6 IL13RA1 IL31RA IRF5 KCNJ2 KCNQ3 KIF13A KLRB1 KYNU LACC1 LAMA4 LGALS2 LGALS3 LGALS9 LHFPL2 LILRA6 LILRB2 LILRB3 LILRB4 LIMS1 LINC00879 LINC01016 LINC01343 LINC01854 LMO2 LRP1 LYN MAFB MAP4K3 MARCKS MBOAT7 MGST1 MPEG1 MPP1 MSR1 MYOF NADK NCAPG2 NCF1C NCF2 NCF4 NCOA4 NDST3 NRP2 OPTC OS9 P2RX4 P2RX7 P2RY14 PGD PILRA PITPNA PITPNM3 PLA2G2A PLAU PLEKHO2 PLXNB2 PPARG PSTPIP2 PTAFR PTPN12 QSOX1 RAB31 RAB7A RBM47 RIN2 RIN3 RNF130 RNF152 RRBP1 SAT1 SCN2A SEMA3F SGK3 SIGLEC9 SIRPA SLAMF9 SLC16A6 SLC25A37 SLC35E4 SLC43A2 SLC8A1-AS1 SPACA3 ST3GAL4 SULF2 SYNGR2 TFE3 TFEC TGFBI TIMP1 TLN1 TLR2 TMCC3 TMEM144 TMEM158 TMEM51 TNS3 TRPS1 TYROBP VCAN VDR VEGFA VPS37C WARS1 ZNF385A ZNF697 ZNF787 GSE34156_NOD2_LIGAND_VS_TLR1_TLR2_LIGAND_6H_TREATED_MONOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE34156_NOD2_LIGAND_VS_TLR1_TLR2_LIGAND_6H_TREATED_MONOCYTE_UP ACP5 ADAR AGRN AKR1B1 ANGPT1 ANKFY1 ANKRD17 APOBEC1 APOD ARG2 BARD1 BMP10 C2CD3 C8orf33 CASP12 CASP4 CBX4 CCDC6 CCNL2 CD47 CHIC1 CHP1 CLIC4 CLIP2 CMTR1 COP1 COX7A1 CPNE3 CRYBG1 CTPS1 CXCL10 CYP26A1 DAXX DDX24 DLL1 DLX1 DTX2 DUSP1 DUSP16 DYNC1H1 EIF2AK2 ETNK1 F7 FASTK FBXW11 FBXW4 FES FGF10 FMR1 FNDC3A FRMD5 GADD45G GBP2 GBP4 GBP7 GHRH GNA13 GNB4 GRINA HLA-B HLA-C HMGCS2 HSDL2 IFI35 IFIH1 IFIT1B IFIT2 IFIT3 IFITM3 IFNGR1 IKBKG IL11 IL13RA1 IL15 IL18BP IL6 IL9R IRF1 IRF5 IRF7 IRF9 IRGM IRS1 ISG15 ISG20 ISOC1 ITM2B JAK2 JUN KCND3 KLF4 LGALS3BP LGALS9B LHX6 LY6D LY6E MAFK MAGEL2 MAP2K1 MAP3K11 MARCHF5 MOV10 MPEG1 MX1 MX2 MYD88 N4BP1 NAMPT NDST2 NFE2L1 NGDN NISCH NMI NPC2 NUB1 OGFR OSER1 OSMR OTUD5 PCGF5 PCNT PELI1 PFN1 PI4K2A PIPOX PML PNP PNPT1 POU3F2 PRKCE PSMB10 PSMB8 PSMB9 PSMD7 PSME1 PSME2 PTPN13 PTPN14 RAP1GDS1 RBCK1 RFX2 RMDN3 RNF19B RNPEPL1 RORC RSAD2 RSRP1 SAMHD1 SAP30 SERPINB6 SERPINB9 SFMBT2 SHISA5 SLC10A1 SLC25A44 SLC7A3 SLFN12L SOCS1 SOCS2 SPSB1 SPTLC2 SSBP2 STAT1 STX3 STXBP1 TAP1 TAP2 TAPBP TBPL1 TBRG1 TCIRG1 TERF1 TFR2 TGIF1 TNFAIP8 TNFRSF1B TNFRSF4 TNFSF10 TOR1AIP2 TOR3A TRAF3IP2 TRAF5 TRAFD1 TRIB3 TRIM21 TRIM25 TSC22D3 TSPYL1 TTC27 TUT7 TWIST1 TXNIP UBA7 UBE2L6 USP18 VCAN VPS54 XDH ZFP36 ZNFX1 GSE34156_TLR1_TLR2_LIGAND_VS_NOD2_AND_TLR1_TLR2_LIGAND_24H_TREATED_MONOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE34156_TLR1_TLR2_LIGAND_VS_NOD2_AND_TLR1_TLR2_LIGAND_24H_TREATED_MONOCYTE_DN ACAD10 ADGRL4 AK8 ALB ANAPC10 ANAPC4 ANK2 AP1S3 API5 ARHGAP24 ARHGEF11 ARHGEF16 ARID1B ARL6 ARNT ASB7 ATXN7L1 B3GALNT1 BAMBI BBLN BBS7 BCL6 BLCAP BPNT2 BRD2 BRIP1 C1orf198 C3orf62 C5orf63 CACHD1 CALCB CAMKMT CASQ2 CBY1 CCDC70 CCKBR CCN2 CCND2 CD44 CDR2 CELA2A CHP2 CLNS1A CNBP CNN1 CSNK2A2 CTSH CYP27A1 CYTIP DCAF12 DEPDC1 DGKB DHDDS DIAPH1 DKK2 DMBT1 DNAJB6 EAF2 EID3 EMC1 EPS8L1 EVI5 EVX2 F13B FAM120A FAM13C FAM168A FAM3C FCF1 FGF18 FOSL1 GABRG2 GADD45B GCNT1 GFM1 GLA GPR34 GPR39 GTPBP4 HIVEP2 HLA-DRB1 HOXA4 HOXD12 IER3 IFT74 IL6 IRS2 JUND KANSL1L KCNG1 KHDRBS3 KIAA1549L KICS2 KIF17 KRT25 KRTAP19-5 KRTDAP LACTBL1 LDAF1 LIPE LIX1 LMLN LNPK LONRF3 LOXL3 LRATD1 LRRC14 MBD2 MIB1 MICALL2 MIS12 MRLN MTF1 NLRP5 NOL7 NR2E1 NRG1 OCSTAMP OPRD1 PAQR3 PBX1 PCGF5 PDCD1 PEX10 PFAS PIP4K2A PLEKHA2 PLPP2 PLPP7 POMGNT1 POSTN PPP1R14A PPP2R5D PRCP PRDX1 PRKDC PRLR PXYLP1 RAB22A RAD23A RASAL2 RASD2 RBMXL2 RELL1 RGS18 RGS2 RIC1 RNF157 RNF7 RPL23A RTL8B SCN3B SERPINC1 SERPIND1 SET SFRP5 SLC22A12 SLC29A2 SLFN12 SMARCA1 SOAT2 SOS2 SPINDOC SPSB4 SQOR SSB STARD5 STAT3 STMN2 SUGT1 SYT4 TAF1A TEX48 THRB TLCD1 TLE1 TLE5 TLR2 TMED7 TMEM161B TMEM214 TPPP3 TRAPPC2 TRMO TSG101 TTC23L TTLL9 UBLCP1 UCP1 USP27X USP50 USP54 WDR44 XPNPEP3 YWHAZ ZMYND15 ZNF124 ZNF551 ZNF697 ZNF708 GSE34156_TLR1_TLR2_LIGAND_VS_NOD2_AND_TLR1_TLR2_LIGAND_24H_TREATED_MONOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE34156_TLR1_TLR2_LIGAND_VS_NOD2_AND_TLR1_TLR2_LIGAND_24H_TREATED_MONOCYTE_UP ABCD1 ACTB ACTR2 ADAM28 ADAM9 ADAMTS19 ADGRE2 AKR1D1 ANPEP ANXA5 ASAH1 ATP13A3 ATP6V1B2 BCAT1 BRI3 C12orf56 C15orf48 C3AR1 CAPG CARD19 CCDC88A CCR1 CD14 CD151 CD163 CD300LF CD86 CD93 CHIA CHST15 CLEC4E CLIC1 CLIC4 CLPTM1L CORO1C CREG1 CSF1R CSF2RA CSF2RB CTSD CTSL CTSZ CXCL1 CXCL16 CXCL3 CYBB CYP27A1 CYTH3 DAPP1 DCBLD2 DMXL2 DOCK4 DOK3 DSE DUSP3 DUSP6 ELF4 ENSG00000267665 EPB41L3 FAM89B FCAR FCGR2A FCGR2C FCGRT FERMT3 FLJ12825 FLOT1 FPR2 FTL FUOM GBAP1 GK GK3 GLUL GM2A GNB4 GNS GPR157 GRN HCAR3 HCK HLA-DRB4 HMOX1 HOXA2 HPGDS HPSE IFI30 IFNGR1 IGSF6 IL13RA1 IRF5 KAZALD1 KCNJ2 KCNMB1 KLRB1 KYNU LACC1 LAT2 LGALS2 LGALS3 LGALS9 LHFPL2 LILRA6 LILRB2 LILRB3 LILRB4 LIMS1 LINC03025 LMO2 LORICRIN LRP1 LYN MAFB MAP4K3 MARCKS MEFV MERTK MGST1 MPEG1 MPP1 MSR1 MYOF NABP1 NADK NCAPG NCF1C NCF2 NCF4 NCOA4 NCS1 NID1 NLRP14 NLRP7 NRM NRP2 OS9 OSCAR P2RX4 P2RX7 PILRA PITPNA PLAU PLEKHN1 PLEKHO2 PLXNB2 PMP22 PPARG PRKCE PSAP PSTPIP2 PTAFR PTPRE RAB2A RAB31 RAB5A RAB7A RAC1 RBM47 RCOR2 RGS19 RIN2 RNF130 RRBP1 SAT1 SFTA3 SFXN5 SIRPA SLAMF9 SLC11A1 SLC16A6 SLC25A37 SLC37A2 SRA1 SRC SULF2 SYK TALDO1 TFEC TGFBI TIMP1 TLN1 TLR2 TLR4 TLX3 TMCC3 TMEM51 TNS3 TPM4 TYROBP UBE2Z VCAN VEGFA VPS37C VRK2 WARS1 WDFY3 ZNF385A GSE34156_TLR1_TLR2_LIGAND_VS_NOD2_AND_TLR1_TLR2_LIGAND_6H_TREATED_MONOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE34156_TLR1_TLR2_LIGAND_VS_NOD2_AND_TLR1_TLR2_LIGAND_6H_TREATED_MONOCYTE_DN ACAP3 ADAM15 ADAM20 ADAT3 ADGRE3 ADRA1B AGPAT1 AKR1B10 AKR7A2 ALDH7A1 ALOXE3 ALX3 ATRN B4GALT2 BRSK2 C15orf61 C20orf181 CA14 CASC16 CCDC153 CD300LD-AS1 CDH5 CLEC16A CNTNAP1 COPS4 CPE CRB3 CRTC3 CXCL12 CYP21A2 CYP2D6 CYP4F29P DCAF10 DCHS1 DECR2 DEFB1 DNAH3 DNAH6 DPP10 DPP10-AS1 ENSG00000229727 EPHA10 EPHX3 ETV7 F2RL2 FAM181A FAM200C FBF1 FGFR3 GABRE GAK GAL3ST3 GAS6 GLE1 GUCY1A1 HEATR6 HEXIM2 HRCT1 HSPA4L HTR1A HTR1B IFI27 IGHA1 IGLL1 IKBKE IL19 ILVBL ITGA11 ITGA9 KCNMB2 KDM8 KIF1B KIF2C KRT85 KRT9 LAMP5 LINC00308 LINC00705 LINC00957 LINC00960 LINC01089 LINC01342 LINC01343 LINC01973 LINC02076 LINC02981 LOC286083 LRP3 LRRC14 MAB21L4 MAK MAP1S MC1R METTL26 MGAT5B MIA MICAL3 MIR503HG MLF1 MT2A MTUS2 MYO15B NAP1L3 NAV2-AS6 NCAPD3 NEMP2 NICN1 NISCH NLRP7 NMRK2 NOTUM NTN5 OCM2 OSBPL5 OTUD7A PARD6G PBXIP1 PCARE PDLIM1 PGAP1 PLEK2 PLEKHM2 PLLP PM20D2 PNMT POPDC2 PPIC PPP2R3B PRAME PRLH PSG7 PSORS1C1 PTPA RAI14 REEP4 RELL2 RHBDL1 RNPEP RPL37 RYR2 SCN1B SCN3B SCUBE1 SDSL SELENOO SEMA5B SHD SLC14A2 SLC1A6 SLC28A3 SLC30A9 SLC9A3-AS1 SMG1P2 SMO SPACA6 SSTR3 TBC1D9B TBXA2R TGM2 THAP7 THSD4 TLDC2 TLL2 TMC2 TNFRSF14 TNNC2 TOP1MT TPH1 TPO TREH TRIM17 TSEN34 TSSK3 TSSK6 TTYH2 TXNDC2 USP2 VTCN1 VWCE WFDC1 WNT9A YIPF1 ZNF584 ZNF662 ZPBP GSE34156_TLR1_TLR2_LIGAND_VS_NOD2_AND_TLR1_TLR2_LIGAND_6H_TREATED_MONOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE34156_TLR1_TLR2_LIGAND_VS_NOD2_AND_TLR1_TLR2_LIGAND_6H_TREATED_MONOCYTE_UP ABCA9 ACOX2 ADAM23 ADCY6 AKAP14 ATAD3A ATP11B ATP1B3 ATXN10 BCO2 BCORL1 BHLHA15 BICC1 BRPF1 BTLA C10orf120 C11orf54 C16orf90 C19orf12 C1orf68 C2 CCDC126 CCDC186 CDC14B CDH23 CDHR2 CEACAM20 CES1 CLDN1 CLDN3 CLXN CNN3 CNOT6 COL18A1 CORO1C COX7B2 CPNE2 DACT3 DCC DDHD1 DDX46 DENND6B DGKD DMTN DSP EGR3 EMCN ENTPD4 EPN1 F2RL1 FAM89A FAM8A1 FAM91A1 FBXL20 FNDC9 GABRA2 GALNT16 GDF11 GIMAP4 GNGT1 GPR88 GRAMD1A GRM2 GTF2H3 HCN2 HECA HMG20A HOXA10 HSD3B1 HSPB9 HTR4 IKZF1 IL18BP IL4I1 ING4 INPP5K IP6K1 IQGAP2 IRAK2 IRF6 ISOC1 ITGB1 IZUMO1R KCNK12 KDM8 KIAA0319 KIAA0513 KIDINS220 KLC3 KLHDC7A LCE1A LGALS4 LGR5 LINGO1 LIPK LMAN1L LRRC58 LRRC8C LTA4H LUC7L3 MACROH2A1 MADCAM1 MARCHF5 MDM1 MMP12 MMP24 MPP4 MSRB2 MTO1 MYOC MZF1 N4BP2L2 NAV1 NBEAL1 NBR1 NDC80 NF1 NFIB NPDC1 NUDT11 NUDT3 NXF3 OGN OIT3 P4HB PAH PALM PDLIM1 PGR PHACTR1 PIGG PIGY PIK3R5 PLEKHH3 PLEKHO2 PMEL PPP1R37 PPP2CA PRC1 PRM2 RAB8A RAMP2 RASA4 RB1CC1 RENBP RFX5 ROPN1 RPL3 RPLP0 SCRN1 SEC63 SEMA3D SEMA6B SH2D3C SH3PXD2B SIGLEC1 SKP2 SLC25A30 SLC43A3 SLC5A5 SLC6A13 SLC7A11 SNAI3-AS1 SNRNP70 SNX32 SORT1 SPACA9 SPIC SRSF6 ST6GALNAC1 STAP2 STXBP2 SYT8 TCERG1L TCF7 TFAP2A TGM2 TMEM132E TMEM231 TMEM245 TPTE TRAF3IP3 TRIB2 TRIM25 TRIM46 TRIM56 TRMT12 TRPC4AP TSEN34 TSPAN12 TTYH3 USP31 VASP VPS26A WDR38 XIST ZBTB16 ZBTB43 ZFHX4 ZNF354C GSE34156_UNTREATED_VS_24H_NOD2_AND_TLR1_TLR2_LIGAND_TREATED_MONOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE34156_UNTREATED_VS_24H_NOD2_AND_TLR1_TLR2_LIGAND_TREATED_MONOCYTE_DN ACAD10 ADAM20 ADAT3 AGPAT3 AKR1B10 AKR7A2 AMDHD1 APELA ARMH1 ARVCF B3GNT9 B4GALT2 BCO2 BRSK2 C15orf61 C19orf84 C1QL1 C1QTNF2 C20orf181 C5orf64 CASP5 CCDC13 CCDC22 CCDC8 CDH16 CDH4 CES3 CFC1 CHERP CLEC16A COPS4 CREB3L4 CTBP1-DT CXCL14 CYP2D6 CYRIA DCHS1 DEFB119 DNAI7 DPF1 DPH3P1 DRD2 EDN2 EPB42 EPHX3 FAM200C FAM50B FAM83G FBF1 FGF14-AS2 FOXP2 FPR1 FSIP1 GABBR2 GAK GARIN3 GAS6 GAS8-AS1 GOLT1A H1-8 H3-4 HACD1 HOXA11 HRCT1 HTR1B ILVBL INF2 INTS9 IQCH ISLR ITGA11 ITIH1 KCNJ5 KIF25-AS1 KIF2C KLF5 LAMB2 LCE1E LCN12 LHX4 LINC00308 LINC00491 LINC00628 LINC00705 LINC00957 LINC00992 LINC01120 LINC01342 LRRC14 LRRC15 LRRC52-AS1 MAP1S MC1R MED16 MGAT5B MIA MICAL3 MIOS MLF1 MVD NDUFS8 NIPSNAP3B NISCH NME3 NMRK2 NOBOX NOX1 NTN5 NUTM2F OCM2 OSBPL5 PCDHGB8P PHF21B PIGZ PIK3R2 PIP4K2B PLCD3 PM20D2 PNLIPRP2 POPDC3 PPIC PRB4 PRRG3 PSORS1C1 PTGR1 PTPA RAB36 RADIL RAI1 RASAL3 RBM38 REEP2 RELL2 RHBDL1 RMI2 RNF212 SCG2 SCN1B SCO2 SCUBE1 SHD SLC13A3 SLC23A1 SLC28A3 SLC9A3-AS1 SLX4 SMG1P2 SNORA17B SPACA4 SSBP4 TAC1 TBX20 TBXA2R TLDC2 TLL2 TMEM17 TMEM59L TNNC2 TPH1 TPO TRAM2-AS1 TRPC4 TRPV5 TSEN34 TSPAN6 TSSK3 USP2 VCX2 VWCE WDR31 WNT9A WSCD2 YBX2 YY2 ZFP41 ZGLP1 ZNF707 ZNF710 ZNF787 ZNF839 ZPBP GSE34156_UNTREATED_VS_24H_NOD2_AND_TLR1_TLR2_LIGAND_TREATED_MONOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE34156_UNTREATED_VS_24H_NOD2_AND_TLR1_TLR2_LIGAND_TREATED_MONOCYTE_UP ABCB11 ABHD15 ACTB ADAMTS1 ADAMTS20 ADCY2 ADCY9 ALDH7A1 ANK1 AQP6 ARF1 ARHGAP23 ASZ1 BIVM CA4 CCDC168 CCR6 CCSAP CD151 CD163 CD40LG CD58 CD68 CD86 CDC42EP3 CDH2 CFAP73 CLEC12A CLPTM1L CNGB1 CNTF CORO1C CRIM1 CTSD CYP17A1 CYTH3 DAB2IP DCAF4L1 DCBLD2 DEF8 DGCR5 DLG5 DPYSL4 DSE DUXAP10 EDDM3A ELF4 ELL EMX2 ENSG00000213963 EPB41L4B EYA4 FAM43A FAP FERMT2 FMNL1 FOXRED2 FREM1 FURIN G6PD GAB1 GABRE GADL1 GALNT16 GALNT9 GDI1 GNA15 GNB1 GRK2 GRN HCG9 HES5 HPD HS6ST3 IFI30 ILF3-DT INTS1 IQCE IRF5 ITPR3 JOSD2 JPH3 KCNN3 KCTD5 KIAA1614 KIT KLRB1 KREMEN1 LATS2 LCP1 LFNG LILRA4 LILRB3 LILRP2 LINC02481 LINC02915 LORICRIN LPAR1 LSAMP LSM14B MELTF MISFA MMP9 MS4A14 MTTP MUC3A MUC5AC MYDGF NCF1C NCR3 NCS1 NES NEURL1 NFAT5 NOTCH4 NPM2 NR2F1 NUMB P2RX4 P4HB PARVB PCDH18 PILRA PLEKHO2 PLOD2 PNMA3 PNO1 PPAN PPIB PPP4R3C PPP6R1 PRKACG PRSS2 PTAFR PTK2B PTPN11 R3HDML RAB4A RAB5A RASAL2 RBP5 RENBP RGS11 RGS3 RNASE11 RNF115 RNF165 RNPEP ROPN1L RORC RPL13P5 RPN1 RRBP1 RTN3 S100A11 SCART1 SEC11C SERPINA10 SH3BP1 SIRPA SIRPB2 SLAMF1 SLC15A1 SLC15A4 SLC16A3 SLC45A4 SLC4A10 SLC7A1 SNX22 SOX13 SOX17 SPRYD3 SSC4D STARD8 SURF4 TAS2R8 TEAD2 TFF3 TFR2 THPO TIMM8A TLN1 TMEM230 TMEM266 TTLL4 UBTD1 WDR1 WNT11 WWC2-AS2 ZNF462 ZNF574 ZNF702P ZNF705G ZRSR2P1 GSE34156_UNTREATED_VS_24H_NOD2_LIGAND_TREATED_MONOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE34156_UNTREATED_VS_24H_NOD2_LIGAND_TREATED_MONOCYTE_DN ABCA1 ADAM28 ADAM9 ADGRE2 ADM ADRA2A ALAS1 ALDH3B1 ANPEP ANXA5 AOAH ARHGEF2 ASAH1 ASPH ATP6V1B2 BATF3 BCAT1 BICC1 BRI3 BYSL C15orf48 CAPZA2 CARD19 CD14 CD163 CD300LF CD86 CD8B CHST15 CLIC4 CNPY3 COPRS CORO1C CREG1 CSF1R CSF2RA CSF2RB CTNNA1 CXCL1 CXCL16 CYBB CYP27A1 DAPP1 DIP2B DMXL2 DOC2B DOCK4 DOK3 DSE EMILIN2 EPB41L3 FAM20C FAM234B FBXO42 FCGR2A FCGR2C FPR2 FTL GABARAP GASK1B GCA GK GK3 GLT1D1 GLUL GM2A GNB4 GPR157 GPX1 GRINA GRN GRTP1 GSDME H1-0 HCK HLA-DMB HLA-DRB4 HPSE HS3ST3B1 IDH2 IFI30 IGSF6 IL13RA1 IRF5 KCNJ2 KCTD12 KDM1B KYNU LGALS1 LGALS2 LGALS3 LGALS9 LHFPL2 LILRB1 LILRB2 LILRB3 LILRB4 LIN7A LINC01854 LMO2 LY96 LYSET MANBAL MAP4K3 MBOAT7 MED11 METTL22 MFSD1 MGST1 MNDA MOB1B MPEG1 MPP1 MSL3 MYOF NADK NCF2 NCF4 NCOA4 NDUFB4 NID1 NKX6-1 NLRP12 NOP10 NPC2 NR1H3 NRP2 OMG OS9 PANX1 PDCD10 PGD PILRA PITPNA PLAU PLCXD1 PPP3R2 PRG2 PSMB1 PSTPIP2 PTAFR PTPN6 PTPRE RAB12 RAB20 RAB31 RAB7A RAC1 RAD51C RBM19 RBM47 RHOU RP2 SAT1 SEH1L SESTD1 SIGLEC9 SIRPA SLC11A1 SLC16A6 SLC25A37 SLC31A2 SLC8A1-AS1 SMIM3 SRA1 SRC SULF2 SWAP70 SYNGR2 TALDO1 TCF4 TFEC TGFBI TIMP2 TMEM127 TMEM170B TMEM51 TMEM98 TMF1 TNS3 TPP1 TPRXL TRPS1 TSC22D1 UBE2Z UNC45B VCAN VDR VEGFA VPS26A VPS33B VPS37C WARS1 WDFY3 WDR41 XKR4 ZBED5 ZNF100 ZNF385A ZNF697 GSE34156_UNTREATED_VS_24H_NOD2_LIGAND_TREATED_MONOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE34156_UNTREATED_VS_24H_NOD2_LIGAND_TREATED_MONOCYTE_UP ADAMTS1 ALMS1P1 ANK1 ANK2 ANKRD36 ARHGAP36 ASPM ATG4D B3GALNT1 B4GALNT3 BTN2A3P BVES C16orf89 C1orf109 C8orf33 CACNA2D1 CARD11 CCR6 CCSAP CDC14A CDH7 CFAP68 CLPTM1 CNDP1 CRYGD CSPG4BP CYP4F29P DEFT1P DHCR7 DLAT DLG5 DNAJC5G DPP4 DQX1 DRC3 DSCAML1 DSG4 DTNB EIF4G1 ELF5 ELL ENGASE ENPP1 ENSG00000291065 ENSG00000291179 EPB41L4B EQTN FAAP20 FAM13C FAM3D FAM43A FAM83E FAP FBXO36 FBXO45 FEN1 FENDRR FERMT2 FGF14-AS2 FGF17 FIGN FKBP11 FMNL1 FOXRED2 G3BP1 GFPT1 GML GPD1L GPR26 GPRIN3 GSX1 H1-4 H4C11 HCFC2 HCG18 HMX2 HOXA7 HOXB-AS3 HS6ST3 HTR6 IL17RE IL23R IL32 IL34 ILF3-DT INO80B INO80E IQCC ITPR3 JADE1 JUN KCNA10 KIT KLRB1 KLRG1 KMT2D LARP1B LCTL LECT2 LHFPL3-AS1 LINC00612 LINC01120 LINC01777 LINC01845 LINC02481 LINC02591 LPCAT3 LSM4 MAF MAPK8IP2 MATN2 MED19 MPZL3 MRPL12 MTMR9LP MUC4 MUSK MXD4 MYF6 N4BP3 NCR3 NDRG2 NEUROD1 NOXRED1 NWD2 ODF2L OR1I1 OR5H1 PIERCE1 PITPNM2 POLR2C PPDPF PPIB PPP2R5A PPP4R3C PRELID3B PRKDC PTPRCAP RAB4A RAB8B RBM27 RBM48 RC3H1 RDH10 RDH13 RGS11 RIIAD1 RNF115 RNF126 RNF6 ROPN1L RORC RXFP1 SCARNA17 SCART1 SCUBE3 SFTPC SI SKIL SLAMF1 SLC13A5 SLC15A1 SLC28A2 SLC7A1 SMC5-DT SMG6 SNORA74A SOX17 SPOCK2 SRRM2 STK17B SUPT3H SURF4 TAS2R10 TBX18 TCP10L3 TMEM132B TMEM184B TMEM263 TRIL TRPC4 TSHZ1 TTTY10 TUSC2 UGT1A6 VPS13A WDTC1 WFDC10A WNT6 ZMYND19 ZNF644 GSE34156_UNTREATED_VS_24H_TLR1_TLR2_LIGAND_TREATED_MONOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE34156_UNTREATED_VS_24H_TLR1_TLR2_LIGAND_TREATED_MONOCYTE_DN ABCC1 AGBL3 ANAPC4 APOO ARGLU1 ARMCX1 ASNSD1 ATP11C ATP5MJ BAZ1A BTF3L4 C21orf62-AS1 C6orf120 C6orf62 CA6 CD8B CDR1 CDS2 CEP85L CERS6 CLK2 CLYBL CNPY3 COL18A1-AS1 COPS5 COQ9 COX4I1 COX7C CTBP1-AS DCUN1D5 DDI1 DDIAS DDX39B DHX35 DIP2B DNPEP DPEP3 DSC1 DZIP3 E2F7 EAPP EBLN2 ECRG4 EIF2S1 EIF3H ELP2 EMC3-AS1 EPHX2 ETFRF1 FAM111A FAM136A FBF1 FBRSL1 FBXO11 FCGBP FDX2 FYB1 GAR1 GATB GCA GXYLT1 HAT1 HIBCH HLA-DOB HMG20B HUWE1 IFNA8 IFT46 IL6ST ING2 KAT5 KBTBD6 KCNJ9 KLHL3 KLRC4 KLRK1 LARP7 LCAT LCDR LEF1-AS1 LINC00339 LRP5L LRRC56 MAL MAN1C1 MAN2A1 MAP1B MAPKAPK5-AS1 MATCAP1 MDM1 MEST METTL16 MICU2 MIX23 MMD MSH6 MSL3 MTURN MYH3 NAA16 NAXD NBEA NCAPD3 NDUFB4 NECAP1 NELL2 NFYC-AS1 NOP10 NPAS2 NR1H3 NR2C1 NXPE4 PAN2 PCF11 PCSK5 PDCD4-AS1 PDPR PGAM2 PHYH PIGL PIGP PLXDC1 POLE2 POLG2 POLR1D PPIEL PPIL2 PPP6R3 PPWD1 PRDX3 PRKCA PSMD6 PVT1 R3HDM1 RAB30 RABL3 RACK1 RAD51C RASSF8-AS1 RBM20 RBM34 REG4 RIPK4 RPL13A RPL27 RPL28 RPL31 RPL38 RPL39 RPS18 RPS23 RPSA SCCPDH SDR39U1 SEC24B-AS1 SEC31B SECISBP2 SEPTIN1 SEPTIN7P2 SETD1B SETMAR SFSWAP SLC25A15 SLC39A10 SMIM27 SNHG29 SNPH SNRPE SRSF1 STRIP1 TBC1D23 TDRD12 TIGD1 TIMM10 TMEM243 TRABD2A TSNAXIP1 TTN TUBE1 UHRF2 USF1 UTP15 UXS1 VPS11 VPS33B VPS52 WHAMM WRNIP1 ZBED5 ZBTB18 ZBTB40 ZNF451 ZNF655 ZNF667-AS1 ZNF789 ZNF805 GSE34156_UNTREATED_VS_24H_TLR1_TLR2_LIGAND_TREATED_MONOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE34156_UNTREATED_VS_24H_TLR1_TLR2_LIGAND_TREATED_MONOCYTE_UP ABHD15 ADAMTS20 ADGRL4 AGBL1 AGTR2 AKAP8L ALDOAP2 ALMS1P1 ANK1 AOPEP ARF1 ARF6 ARFGAP3 ASB10 ASIP ASZ1 ATXN7L3 BAALC-AS2 CACNB3 CAPN2 CCDC89 CCR6 CD40LG CDC42EP3 CDH19 CDH2 CLBA1 CLDN11 CLEC12A CLPTM1 COL19A1 COL4A6 CORO1C CRB3 CRIM1 CXCL11 CYFIP1 CYP4F29P CYTH3 DAB2IP DDAH2 DDOST DENND3 DGCR5 DKK2 DLG5 DLX6 DNM3OS DSCAML1 DUXAP10 E2F1 ELF4 ELF5 ELL ENPP1 ENSG00000290598 EPB41L4B ERN1 FAAP20 FAM181B FAM43A FAP FENDRR FMNL1 FOXRED2 FURIN G6PD GABRE GALNT9 GLI3 GRIN2B GRN HCG4B HFE HLA-J HRH4 IFI30 IFNGR1 IGF2-AS IL23R ITPR3 KCTD5 KIF1B KIT KLRB1 KMT2D KRT76 LATS2 LILRA4 LIMK1 LIMS1 LINC00421 LINC01106 LINC01134 LINC01165 LINC01343 LINC01845 LINC01936 LINC02481 LINC02981 LINGO1 LPAR1 LRP2 LY6H MAF1 MATN2 MBD3L1 MBOAT7 MMP9 MTTP MUC3A MUC4 MUC5AC MVD MYDGF N4BP3 NCF1C NCR3 NCS1 NPM2 NXPH4 NYX OVOL3 P4HB PACSIN3 PALM PARVB PKNOX2 PLXNB2 PLXND1 PPAN PPIB PRKACG PRKCSH PRKD1 PRR19 PRSS47P PTAFR PTPN11 PTPRE RBP5 RC3H1 RDUR RGS11 RNF115 RNF167 RNPEP RORC RPN1 RPS6KB2 RRBP1 SAMD4B SCART1 SCG5 SCN1B SCN7A SCNN1A SERPINA10 SFTPC SH3BP1 SIX5 SLAMF1 SLC15A1 SLC15A4 SLC16A3 SLC38A10 SLC45A3 SLC45A4 SLC4A10 SNX22 SOX17 ST20 STARD8 SURF4 TEAD2 TIMM8A TLN1 TMEM190 TMEM230 TPPP2 TPSD1 TSPAN9 TTLL4 TUSC2 UBTD1 UCMA VEPH1 WDR1 WTIP XPNPEP2 ZNF474 ZNF574 ZNF99 ZRSR2P1 ZZEF1 GSE34156_UNTREATED_VS_6H_NOD2_AND_TLR1_TLR2_LIGAND_TREATED_MONOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE34156_UNTREATED_VS_6H_NOD2_AND_TLR1_TLR2_LIGAND_TREATED_MONOCYTE_DN ABI1 ADAR ADGRG6 ADGRL4 AGAP2 ARHGAP30 ARHGEF2 ATP11B BIRC2 BLNK CASP2 CD72 CDK19 CHEK2 CMTR1 COMMD8 COPG2 CRYBG1 CTCF CTR9 CWC22 CXCL10 CXCR3 DAZAP2 DCUN1D1 DDX60 DEPDC5 DHX36 DIPK1A DNMT3A EHD4 EIF2AK2 ETNK1 EWSR1 FCGR1A FCRL1 FGL2 FNBP1L GBP3 GBP5 GLS GTPBP1 GVINP1 HDAC3 HERC5 IFI16 IFI44 IFIH1 IFIT1 IFIT2 IFIT3 IKZF1 INO80C INTS8 IREB2 IRF7 IRGM ITGA4 ITPK1 ITPR1 ITSN1 JARID2 KDM4C KIF3B LEMD1 LIFR LRATD2 LRRC8C LY6E LY6S MAN1B1 MARCHF6 MBTPS1 MED13L MFAP3 MFN2 MOB1A MOV10 MSS51 MX1 MX2 NABP1 NFXL1 NIBAN1 NINL NMI NOX1 NR3C1 NSD3 NSF NXPE1 OAS2 OAS3 OASL OGDH P2RY14 PAPOLA PARP11 PARP12 PHF8 PIK3AP1 PLCB4 PPIP5K2 PPP1R9B PRPSAP2 PRSS16 PRUNE2 PSEN1 PSMB9 PYGB RAPGEF2 RASGRP4 RIGI RIPK4 RND3 RNF213 RNF31 RSAD2 RSBN1 RTP4 SAMD9L SAMHD1 SAMSN1 SEPTIN2 SF3B1 SGPP1 SH3PXD2A SIPA1L1 SLC9B2 SLFN5 SMAD1 SMAGP SP100 STAP1 STAT1 STAT2 SWAP70 TAP1 TDRD7 TESMIN TGS1 TLE1 TLR1 TLR3 TMEM106A TMEM229B TMEM87A TMOD3 TNFSF10 TRIM14 TRIM21 TRIM34 TRIM5 UBE2L6 USP18 VPS33A XAF1 XKR5 ZBP1 ZEB1 GSE34156_UNTREATED_VS_6H_NOD2_AND_TLR1_TLR2_LIGAND_TREATED_MONOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE34156_UNTREATED_VS_6H_NOD2_AND_TLR1_TLR2_LIGAND_TREATED_MONOCYTE_UP ADAM12 ADORA2B AGA-DT AGO3 AGTRAP AHCYL1 AIFM1 AKT3 ANXA5 APPL2 ARHGAP5-AS1 ARSL ATP5MC2 BAZ2A BLOC1S4 BNIP1 BRCA2 BRF2 BSN C17orf100 C2orf73 C5orf22 CALCRL CAPZA3 CATSPERB CCDC87 CCNYL2 CDH11 CDH19 CFAP126 CIZ1 CLDN1 CNTN3 CPA4 CPD CRHR2 CSN1S2AP CSN2 CSNK2A2 CT83 CUL5 CUTC CYP4B1 CYP8B1 DAD1 DDX27 DHX38 DNAJB11 DNMT3B DOC2B DOCK5 DYNC2I2 EBF2 EDN3 EDNRB EDNRB-AS1 ENTREP1 EPHB6 EPRS1 EQTN EXOSC3 F8 FAM118B FAM199X FAM228A FBXO45 FOXE3 FRG2EP GARS1-DT GJA10 GNAI3 GPR63 GPR83 GPX8 GREM2 GUCD1 HAGLR HCG11 HDX HEMGN HNRNPD HSP90B1 HSPA12A HYAL1 JAM3 KCNE2 KCNG3 KIF2B KIN KIZ KLF17 KRTAP1-3 LAMTOR5 LAX1 LCA5L LINC00307 LINC00919 LINC01692 LRRC25 LYAR LYSET MAP1B MAP2K4 MIPOL1 MIR646HG MKLN1 MMP27 MRPS33 MRTFA MSI1 MTNR1B MYDGF NDST4 NDUFB11 NDUFS4 NHEG1 NLGN1 NPIPB3 NPPA NRIP2 OOSP2 OPRK1 OR1A1 PAG1 PCDHB16 PCGEM1 PDIA3 PHKA1 PIEZO2 PIMREG PLAT PLXNC1 POF1B PPP1R7 PRKCH PRSS16 PTMS RABEP1 RANBP10 RBBP9 RCHY1 RNF6 RP1L1 RPS10P7 RPS14 RPS15 SAR1B SART3 SERBP1 SFTA2 SIK3 SLC2A10 SLC7A6OS SLC9B2 SREBF2 SRP68 SRPX2 SUGT1 SUMO2 SUV39H2 TACO1 TAF1A TCEANC2 TENM1 TEPP TGM1 THPO TIE1 TIMM22 TMEM225B TOB1 TRAK2 TRIM31 TRIM48 TRMT10C TUBG1 UCA1 UCMA UPK1B UQCRB USP12 VPS37A ZBTB37 ZNF229 ZNF277 ZNF324 ZNF582 ZSCAN20 ZXDB GSE34156_UNTREATED_VS_6H_NOD2_LIGAND_TREATED_MONOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE34156_UNTREATED_VS_6H_NOD2_LIGAND_TREATED_MONOCYTE_DN ABI3BP ADAP2 AHCYL2 ALDH1B1 ANKLE2 ANKS1A AP3M2 ASB13 ATP10A ATP11B AXL C19orf38 C3AR1 CACNA1E CASP1 CASP2 CASP8 CBFB CCNG2 CCNL1 CD69 CDK14 CDS1 CENPJ CFB CMPK2 CNP CORO2A COX7B2 CPSF2 CRYBG1 CSPG5 CSRNP1 CXCL11 CXCL12 CYP2S1 DAXX DBNL DENND1C DENND6B DISP3 DUSP2 DYNC1I2 EDN1 EHD4 ELMOD2 ENDOD1 FAM53C FATE1 FBRSL1 FCGR1A FLRT2 FLT1 FRMD4B FYN GADD45G GBP2 GBP3 GBP4 GBP5 GPSM2 GTF2F1 GTPBP2 HACD4 HDAC3 HDC HELZ2 HP1BP3 IFI16 IFI35 IFIT3 IKZF5 IL22RA2 IRF2 IRGM ISG20 ISOC1 KCTD10 KHNYN KLHL28 KMO LEPROT LGALS9 LIPE LIPG LMO2 LPXN LRATD2 LRP4 LSM14A LUC7L3 LY6S MAFK MBD1 MBD2 MEF2C MLLT3 MOV10 MS4A4A MTHFR MTMR11 MYB MYD88 NDST2 NECTIN4 NMI NR3C1 NR4A3 NSD3 NSMAF NUDT13 OAS2 PARP12 PARP8 PCGF5 PHF11 PHLPP1 PLEKHF2 PLOD2 PML PRNP PTPRO PTTG1 RAB1A RAPGEF2 RBM43 RMDN3 RND3 RNF135 RNF214 RNF34 RTN1 SAMD9L SDC3 SEMA7A SENP1 SERINC1 SETDB2 SLC15A3 SLC37A3 SLC9A9 SP100 SP110 SPSB1 ST6GAL1 STAT1 STAT3 STOML1 STXBP1 TAPBP TBK1 TENM1 TENT5A TIMELESS TLE1 TLR3 TM9SF4 TMBIM4 TMEM106A TMEM219 TMEM50B TMEM87A TNFRSF11A TNFSF10 TNFSF8 TOR1AIP2 TPST1 TRAFD1 TRIM21 TRIM34 TRIM5 USP18 XAF1 ZDHHC5 ZEB1 ZNFX1 ZP2 GSE34156_UNTREATED_VS_6H_NOD2_LIGAND_TREATED_MONOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE34156_UNTREATED_VS_6H_NOD2_LIGAND_TREATED_MONOCYTE_UP ABRA ACY1 AKT1 ANXA3 ARID3A ATOX1 ATP6V1G1 BCL11A BMPR1A BST1 C1orf94 CCDC57 CCDC97 CD81 CD9 CDC42EP3 CDC42SE1 CDHR2 CEBPA CEP131 CNPY3 CPLX2 CTDNEP1 CTNNB1 CYB5B DCAF1 DGKB DTNBP1 DUSP7 ECHS1 ECM1 EFHC1 EID2 ELL FKBP8 FTH1 GCLM GDE1 GEMIN7 GRPEL1 GSR GSTA3 GSTK1 GUF1 HADH HBQ1 HDHD5 HMOX1 HPCAL1 HSF1 IKBKG IL1RL2 IRAK2 IRF5 ISCU ITGA1 KDM6B LAMTOR3 LBP LCP2 LHFPL2 LIMK1 LPCAT1 LRRC8D LYN MAP2K2 MFGE8 MGRN1 MINDY1 MIR202 MMP12 MRPL36 MRPL44 MRPS7 MT4 MTX1 NADSYN1 NAT9 NDEL1 NDUFA10 NDUFA7 NDUFB9 NEBL NMNAT3 NRBF2 NT5M NUDT8 PAG1 PARP16 PDE8B PDK4 PDLIM1 PKDCC PKP2 PLIN2 POLR2G PPDPF PPIC PPP1R13L PPT2 PRAM1 PRDM5 PRDX1 PRDX6 PSTK PSTPIP1 PTGES2 PTGS1 PTPMT1 RAB20 RAE1 RARA RFFL RFNG RHOD RNF157 RNF215 RPIA RPS19BP1 RRBP1 RUNX3 RXRA SAMD8 SARS2 SDHAF3 SEPTIN9 SGMS1 SLC22A4 SLC25A37 SLC29A1 SLC35F4 SLC8A2 SNAP47 SNX1 SPIN4 SPON1 SPTLC2 SSBP4 SSTR5 STRIP1 TALDO1 TAPT1 TBC1D7 TBKBP1 TGFB1 TJAP1 TMBIM1 TMEM119 TMEM154 TNFAIP3 TOLLIP TOM1 TOP1MT TSEN54 TST TULP3 UBE2A UBQLN4 UBTD1 UFSP1 UROS VAPA VAPB YAF2 ZBTB3 ZBTB7A ZFAND3 ZFYVE9 GSE34156_UNTREATED_VS_6H_TLR1_TLR2_LIGAND_TREATED_MONOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE34156_UNTREATED_VS_6H_TLR1_TLR2_LIGAND_TREATED_MONOCYTE_DN AAK1 ABTB1 ADO AGO2 AKAP1 AKAP8L ALKBH7 ANKRD13D APH1B ARHGAP22 ARHGAP39 ARL8A ARRDC4 ASB6 ATP23 ATP5MF ATP6V1G1 BBS7 BNIP1 BRD3 BRWD1 CARD9 CAV2 CBL CBR3 CCDC93 CD14 CD9 CDADC1 CDK5 CEBPA CEP57 CHKA CLEC4D COQ10A COX5B CPNE2 CRAT CSNK2B CTBP2 CTNS CTSD CUTA CWC15 DCAF5 DCTN2 DCTN6 DEXI DIP2A DISP1 DNAAF10 DPP7 DTNBP1 DTX4 EEF1G EIF3A FADD FAM110A FAM13A FAM174A FAM8A1 FBXO31 FBXO6 FGD3 FKBP14 FKBP8 FOXJ3 GABARAP GNAQ GRINA GSTA3 HS1BP3 IGF2R ILK IMPDH1 IRF3 ITPRIPL1 KAT6B KDSR KIAA1328 KIF21B LATS2 LAYN LBP LDB1 LHPP LONRF3 LPCAT1 LRRC42 LRRC58 LRRC75A LTBR LYPD6B MAP2K2 MAP4K5 MAPK14 METTL17 MFSD5 MIGA1 MINK1 MMP12 MPHOSPH10 MPV17L2 MRPL36 MRPS31 MRTFA MSN MSTO1 MTCH1 NDEL1 NFYA NMRK1 NMT1 NT5C3B OSGIN1 PDLIM4 PGP PHF7 PIAS4 PLEK PLIN2 PON2 POP1 PPIC PPP1R27 PRDX1 PRKAB2 PUSL1 PYCR2 RAB14 RAB35 RAB38 RABL2A RAPGEF1 RING1 RIOK3 RNF128 RPL36 RWDD1 SAMD8 SAR1B SH3BP5L SH3TC1 SIRPA SLC22A4 SLC25A30 SLC27A1 SLC43A2 SLC6A15 SMIM29 SORT1 SPSB2 SRFBP1 SRSF2 SRXN1 STAC2 STOML2 TADA1 TBC1D17 TGIF1 THUMPD1 THUMPD2 TMED2 TMEM165 TMEM9 TOM1 TRIM24 TRIP6 USP36 VAPB ZFAND2A ZNF318 ZNF512B ZSWIM1 ZWINT GSE34156_UNTREATED_VS_6H_TLR1_TLR2_LIGAND_TREATED_MONOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE34156_UNTREATED_VS_6H_TLR1_TLR2_LIGAND_TREATED_MONOCYTE_UP AATK ABCA1 ACOT9 ADAM28 ADAM9 ADGRE2 ADM ALAS1 ALDH3B1 ALPP ANPEP ANXA5 AOAH ARHGEF2 ARMCX1 ASAH1 ASPH ATP6V0B ATP6V1B2 ATP6V1C1 BCAT1 BRI3 C15orf48 C1orf226 C6orf62 CACHD1 CARD19 CD14 CD163 CD300LF CD63 CD86 CHST15 CLIC4 CNPY3 CORO1C CREG1 CSF1R CSF2RA CSF2RB CTSLP8 CTSZ CXCL1 CXCL16 CYBB CYP27A1 DAPP1 DIP2B DMXL2 DOCK4 DOK3 DSE EPB41L3 FAM20C FCGR2A FCGR2C FCGRT FLT3 FPR1 FPR2 FTL GASK1B GCA GJA5 GK GK3 GLUL GM2A GNB4 GPAT3 GPX1 GRN GRTP1 GS1-279B7.1 GSDME GSTO1 HBEGF HCAR3 HCK HLA-DOB HLA-DRB4 HMOX1 HPSE HS3ST3B1 HSD17B14 IDH2 IFI30 IFNA14 IGSF6 IL13RA1 IRF5 KCNJ2 KLK1 KYNU LGALS1 LGALS2 LGALS3 LHFPL2 LIFR LILRA6 LILRB1 LILRB2 LILRB3 LILRB4 LIN7A LMO2 LRRC49 LY96 MAFB MANBAL MAP4K3 METTL22 MFSD1 MGST1 MIR3142HG MNDA MPEG1 MPP1 MSR1 MYOF NADK NCF2 NCF4 NCOA4 NDUFB4 NID1 NOP10 NPC2 NRP2 NUDT6 OSCAR P2RX4 PILRA PLAU PLCXD3 PLXNB2 PMP22 PPARG PRG2 PSAP PSMB1 PSTPIP2 PTAFR PTPN6 RAB20 RAB31 RAB34 RAB7A RAC1 RAD51C RBM47 RHOU RP2 RPS6KA4 S100Z SESTD1 SEZ6L SIRPA SLC11A1 SLC16A6 SLC25A37 SLC37A2 SLC43A2 SLC8A1-AS1 SMIM3 SRA1 SRC STEAP4 STK38L SULF2 SVBP TALDO1 TCF4 TFEC TGFBI THBD TLR2 TMCC3 TMEM127 TMEM170B TMEM51 TNS3 TPP1 TREML5P TSC22D1 UBE2Z UNC45B VCAN VEGFA VPS33B VPS37C VRK2 WARS1 WDFY3 WDR41 ZBED5 ZNF385A GSE34179_THPOK_KO_VS_WT_VA14I_NKTCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE34179_THPOK_KO_VS_WT_VA14I_NKTCELL_DN ABCE1 ACCSL ACKR3 ACSL1 ADM AKR1D1 ANKRD13C ANKRD33B ANXA4 APEX2 ATAD5 BCAP29 BCAT1 BCL11A BCL2L1 BHLHE40 BRCA1 C16orf46 C17orf50 C1orf53 C3 C6orf118 CA12 CALB1 CARMIL1 CCDC112 CCDC159 CCL22 CCL4 CCND2 CCNK CCR8 CCT2 CD69 CD83 CDK5R1 CGAS CISH CLIC4 CSF3 CTPS1 CUL2 CXCL3 CYP11B2 CYP1A1 DDC DDX25 DENR DHX37 DNAH2 DPAGT1 DUSP5 DUT EBF1 ECT2 EFEMP1 EFHB EFHD1 EGR1 EGR2 EGR3 EIF3B ESCO2 EXO1 EXOSC3 FA2H FAM167A FCER2 FNDC3B FOS FSCN1 GADD45B GATA1 GBGT1 GGCX GLRX5 GOLGA3 GRM1 H2AZ1 HACD4 HAVCR1 HCAR2 HELLS HEPACAM2 HIVEP3 HK2 HOXD11 HSPA9 IL1RN IL21 IL2RA INHBE INTS2 IPO5 IRF4 IRF8 JPH1 KARS1 KCNC2 KCNF1 KLHDC2 KY KYNU LAD1 LAMC1 LIF MAGOH MARCKS MARCKSL1 MAS1 MEDAG MEX3A MLKL MPEG1 MREG MTHFD2 MYRF NCS1 NDFIP2 NDUFB6 NDUFS3 NID1 NMRAL1 NR4A1 NR4A3 NTN4 ODF1 ORAI1 PAK5 PAM PARD3 PCLAF PDCL2 PKIB PLEK PLEKHO2 PMEPA1 POLR2G PPAN PPARA PRKCSH PSAT1 PUS7 RASIP1 RASL10A RIPK3 RRM2 SCARB1 SGO1 SLC22A23 SLC39A2 SLC3A2 SLCO5A1 SNRPF SOWAHC SPRY1 STAT5A STK32C SULT4A1 SUV39H2 TAF2 TAF5L TAS2R4 TCEAL8 TCERG1 TEFM TEKT2 TFRC THOC1 TIMM8A TM4SF4 TMEM158 TMEM64 TNFRSF13C TNFRSF9 TNFSF11 TNNT2 TOP2A TRIB1 TRIM45 TSPAN33 TTBK1 TTLL10 TXLNB UHRF1 UTF1 VPREB1 VPS54 VWF WHRN WWC1 YRDC ZFPM1 ZKSCAN4 ZKSCAN8P1 ZNF281 ZNF354A ZNF473 ZNF593 GSE34179_THPOK_KO_VS_WT_VA14I_NKTCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE34179_THPOK_KO_VS_WT_VA14I_NKTCELL_UP ABI3BP ACSBG1 ADAMTS4 ADGRE5 AFMID ALKBH8 ANGEL2 ANKRD13D AP1M2 APCDD1 ARFGEF1 ARHGAP31 ARHGAP45 ARID3B ARMC12 ARSJ ASZ1 ATP11A B3GALT2 B3GALT5 BAZ2B BCLAF1 BCLAF3 BLOC1S5 BRME1 C2CD2L C3orf52 CALML5 CAMK1 CAMLG CAMTA1 CCDC167 CD34 CFAP251 CHI3L1 CHRNB2 CKMT1B CLDN12 CLDN15 COX20 COX7B2 CRB3 CRLF3 CTNNA2 CYP3A7 DAPL1 DMRT2 DNM2 DPP9 EIF4G1 ELANE ENPP5 ERCC6 EREG FAM124B FAM13B FANCD2 FAR2 FGD5 FGF6 FLVCR2 FRS3 G6PC2 GCDH GCLM GFRA4 GGT1 GORAB GPNMB GRINA GUCY2C HEY1 HMGA2 HOXC4 HSD17B1 HSDL1 HYAL3 IFI44 IGSF9B IKBKB IL18BP IRGQ IRS2 ITGB1 KCNA1 KIAA0930 KIAA1143 KIN LACTB2 LAMB3 LGR4 LHX8 LRRCC1 LTK MACROD2 MAP4K5 MCM3AP MCTP1 ME1 MEIOC MGA MID2 MPP2 MPV17L MYO5C NAT9 NCK2 NETO2 NLRX1 NOSTRIN NPL NR2F1 NSD1 NUCB2 NXPH2 OGFOD3 OPRL1 ORAI3 PACS1 PAF1 PALS1 PBLD PDCD6IP PDZRN3 PFKFB2 PHLDB2 PLD6 PLPPR2 PMM1 POU2AF2 POU5F1 PPP1R12B PPP1R21 PRR22 PSEN2 PTGDR PTPN5 RAB3IP RABEPK RAPH1 RASGRP2 RBM25 REC114 RGL2 RHEBL1 RHPN2 RNPEPL1 RTEL1 RTF2 SBSPON SCAP SCN11A SEPTIN14 SERPINI1 SESN1 SF3B1 SFMBT2 SLC13A4 SLC25A33 SNAI2 SNX14 SOX30 SPEF1 SRCAP ST6GALNAC3 TACC2 TCN2 TFAP2A TFEB TFPT TGFB1I1 TIMP2 TKTL1 TMEM106B TMEM116 TMEM125 TMEM141 TMEM53 TMEM67 TMEM71 TMPRSS15 TNN TNS1 TP53BP2 TP53I13 TRMT1L TSPYL5 UCN2 USP11 USP28 VAMP5 VSX2 WNT5B ZG16 ZMYND11 ZNF451 ZNF493 ZNF579 ZNF865 ZNHIT3 GSE34205_HEALTHY_VS_FLU_INF_INFANT_PBMC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE34205_HEALTHY_VS_FLU_INF_INFANT_PBMC_DN ADM AGRN ALAS1 AMELX ARF4 ARL8A ATOX1 ATP5F1D B2M BAMBI BRCA2 BTG3 C10orf71 C18orf32 C1QC C2 C4orf33 CALM3 CAPN2 CCNH CCNK CCNL1 CDCA4 CDCA5 CENPN CENPU CHMP5 CMPK2 COX8A CREG1 CTNNAL1 CTSD CTSL DDX60 DHX58 DOCK8-AS1 DOK3 DOT1L DYSF E2F2 EIF2AK2 EPSTI1 ERO1A EXOSC9 FAS FBP2 FCN1 FERMT3 FNDC3A FTL FXYD6 GMPR GNG5 GRN H1-0 H1-10 H1-2 H2AC13 H2AC14 H2AJ H2BC21 H2BC5 HELZ2 HERC5 HERC6 HMGB2 HMGN2 HPSE IFI27 IFI35 IFI44 IFI44L IFI6 IFITM1 IFITM2 IFITM3 IL10 IRF7 ISG15 KCTD14 KLHDC7B KLHL18 LAMP3 LDHA LDLR LGALS3BP LINC00487 LMNB1 LSM1 LTF LTV1 LY6E MAP1LC3B MASTL MEIS3P1 MGRN1 MICB MICU1 MMP8 MN1 MOV10 MPO MS4A4A MT1E MT2A MTFR2 MTHFD1L MTHFD2 MVB12A MX1 MX2 MYD88 NAPA NCOA7 NECTIN2 NEXN NT5C3A NUDT15 NXT1 OAS2 OAS3 OASL ODF3B OLFM4 OTOF PARP12 PARP6 PATL1 PEDS1 PELO PGAM1 PIGB PIWIL4 PLAC8 PLBD1 PLIN3 PLSCR1 PRC1 PRMT3 PSPC1 RAB1A RAB5IF RABGGTB RAC1 RBX1 REC8 RELB RHEB RHOG RNASE1 RNASE2 RNASE3 RNF126P1 RSAD2 S100A11 S100A6 S100A8 S100A9 SAT1 SCO2 SERPING1 SH3GLB1 SHFL SHISA5 SIGLEC1 SIRPB1 SIRPD SLBP SLC38A6 SLC9A8 SPATS2L SPHK1 SPTLC2 SRP14 STARD4 STX1A SUMO3 TAF9 TCN2 TFRC TLR2 TMEM167A TMEM255A TRIM22 TRIM6 TRIP6 TRMT5 TTK TUBA1B TUBA1C UBC UBE2A UBE2F UQCRFS1 USP18 WDR26 XAF1 XPNPEP1 ZBP1 ZNF326 GSE34205_HEALTHY_VS_FLU_INF_INFANT_PBMC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE34205_HEALTHY_VS_FLU_INF_INFANT_PBMC_UP ABHD15 ACOX3 ADGRE3 AGO1 AKAP12 ALDH1A1 ANKH ARHGAP17 ARHGAP9 ATL3 BAZ2A BCL11A BNC2 C12orf57 C22orf39 CBL CBX7 CD1C CD44 CEP126 CIITA CLDND2 CLEC4C CLLU1 CMPK1 COMMD6 CR2 CRIP2 CYB561A3 CYBRD1 DALRD3 DCAF16 DCANP1 DENND11 DFFA DNAJB6 DNAL1 DPH5 DTWD1 DUS2 EEF1B2 EEF1D EEF1G EEF2 EEF2K EFCAB13 EIF2D EIF3D EIF3F EIF3L EIF3LP3 ENTR1 EPRS1 ERBIN ERGIC3 ESYT1 EZH1 FBL FBXL17 FCER1A FCRL3 FCRLA GALNT10 GDI2 GID4 GSE1 GSPT2 HADHA HIF1AN HLA-DOA HLA-DOB HLA-DPB1 HLA-DQB1 HSPA1L IL16 INTS3 IRF4 ITFG2 KCTD7 KDM4B KDM4C KLRB1 KMT2E LARGE1 LBH LILRA4 LINC00877 LINC00921 LINC00996 LINC02076 LRP8 LTB LZTFL1 MAPK1 MAST3 MMGT1 MOB3B MRC1 NACA NAP1L1 NELL2 NONO NOP53 NRCAM ODF2 ORAI3 PABPC4 PAK2 PBXIP1 PID1 PKN2 POLR2L PPP1R3E PTDSS1 PTGDR2 PTOV1 RAB14 RABEP2 RACK1 RFTN1 RPL10 RPL13 RPL15 RPL18 RPL19 RPL21 RPL27 RPL31 RPL32 RPL35 RPL38 RPL4 RPL5 RPL7 RPL7A RPL8 RPLP1 RPLP2 RPS10 RPS12 RPS14 RPS18 RPS23 RPS3 RPS3A RPS5 RTN1 SCRN1 SEMA4B SGSM3 SH3BP4 SIRT4 SLC25A6 SLC27A5 SNAI2 SNHG10 SPIB ST13 ST6GALNAC3 STMN3 SUDS3 SYPL1 TBC1D9 TBL1XR1 THAP12 THEM4 TMED10 TMED4 TOP1MT TPT1 TRIM27 TRIR TRIT1 TSPAN13 TTC31 TUFM UBA52 UBE4B UICLM ULK4 UXT VPS36 VPS51 WDR11 YPEL1 YY1 ZBTB40 ZCCHC7 ZMAT3 ZMYND11 ZNF264 ZNF415 ZNF575 ZNF577 ZNF641 ZNF665 ZNF785 ZNF91 GSE34205_HEALTHY_VS_RSV_INF_INFANT_PBMC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE34205_HEALTHY_VS_RSV_INF_INFANT_PBMC_DN ABCC13 ACSL1 ADIPOR1 ADM AGFG1 AHSP ALAS2 AMELX ANK1 ANXA3 ARF4 ARG1 ARL8A ASGR2 BAMBI BCL6 BLVRB BNIP3L BPGM BPI BST1 CA1 CALM3 CAMP CCNE1 CCNL1 CD177 CD36 CDC34 CDC45 CDCA5 CDCA7 CDK1 CDKN3 CEACAM6 CEACAM8 CENPN CENPU CTNNAL1 CYSTM1 DCAF12 DEFA4 DNAJC6 DOCK8-AS1 DSC2 DYSF E2F1 E2F2 E2F8 EIF1B EPB42 ESPL1 EXOSC9 EXTL1 FAM104A FAM53C FBXO7 FCGR1BP FECH FOXM1 GLRX5 GMPR GNA15 GNG10 GPER1 GPR84 GSG1 GSPT1 GYPA GYPB H1-0 H1-2 H1-3 H2AC13 H2AC14 HBBP1 HBD HBM HBQ1 HEMGN HEPACAM2 HLX HMGN2 HP HPSE HTR4 IFI27 IFITM3 IL1RN KIF23 KLF1 KLHL15 KLHL2 KLK14 KRT1 LCN2 LDHA LDLR LGALS1 LIMK2 LRRC2 LTF MAP1LC3B MCEMP1 MCM4 MELK MKI67 MKRN1 MMP8 MMP9 MPO MPP1 MTARC1 MTHFD1L MYADM MYL4 NCF4 NDUFAF6 NECTIN2 NKX3-2 NME1 NOP58 NRAS NSUN3 OLFM4 ORM1 OSBP2 PCGF5 PCLAF PGLYRP1 PIP5K1A PLBD1 PPM1A PPP4R2 PRELID3B PRTN3 RAB1A RAD51 RANBP9 RAP1GAP RBPMS RETN RHEB RIOK3 RMND5A RNASE2 RNASE3 RNF10 RPIA S100A12 S100A8 S100A9 S100P SAT1 SELENBP1 SERINC2 SLBP SLC22A4 SLC4A1 SLC6A8 SLC9A8 SLPI SMTN SNCA SPAG5 SPC25 STAG3 STMN1 STRADB TAB3 TCN2 TEDC2 TFDP1 THBS3 THUMPD2 TK1 TMEM167A TMEM184A TMEM52B TMOD1 TNS1 TRAF3IP2-AS1 TRIB1 TRMT5 TTC36 TTK TUBA1A TUBA1B TUBA1C TUBB3 TYMS UBALD2 UBE2B UBE2C UHRF1 UQCRFS1 VSTM1 XK YOD1 ZNF326 GSE34205_HEALTHY_VS_RSV_INF_INFANT_PBMC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE34205_HEALTHY_VS_RSV_INF_INFANT_PBMC_UP ABCB1 ABHD15 ABHD17A ACO1 ADGRE3 ADGRG1 ADRB2 AGO1 AKAP12 AKR1B1 AKR1C3 AKT3 ALDH16A1 ALDH1A1 AMIGO1 ANKH ARAP1 ARHGAP30 ARHGAP9 BACE2 BBS4 BBX BNC2 BPNT2 C1orf21 CBX7 CCR3 CD160 CD244 CEP104 CEP126 CIITA CLEC4C CLIC3 CLSTN1 CNNM3 COMMD6 CPA3 CTSZ DBP DCANP1 DENND11 DRG2 EEF1G EIF3L EIF4B EOMES EPRS1 FAM43A FBL FBXL17 FCER1A FCRL3 FGFBP2 FZD3 GLG1 GNLY GOSR2 GSE1 HDC HIF1AN HIPK2 HLA-DPB1 HTATSF1 IL16 IL18BP IL2RB IL7 ITGB7 KIAA1671 KIF21A KIF3A KIR2DL3 KLRB1 KLRD1 KLRK1 LGR6 LILRA4 LINC00921 LINC00996 LMO7 LPXN LRP8 LTBP3 MAPK1 MAST3 MBD4 MBP MEAF6 MIR101-1 MPHOSPH8 MRC1 MXD4 MYBL1 NACA NCALD NCOA3 NELL2 NONO NOP53 NR3C2 NRCAM NUMA1 P2RY8 PABPC4 PIAS1 PLEKHF1 POTEKP PPP1R3E PPTC7 PRF1 PRR34-AS1 PRR5L PRSS23 PTDSS1 PTGDR PTGDR2 PTPN4 RACK1 RADX RFTN1 RGS19 RNPC3 RPL10 RPL18 RPL19 RPL21 RPL27 RPL3 RPL30 RPL35 RPL36A RPL4 RPL8 RPS10 RPS18 RPS23 RPS28 RPS3 RTN1 S1PR5 SBK1 SCRN1 SELENOM SFI1 SFN SGPP1 SH2D1B SLAMF6 SNRNP70 SPN SPON2 SRGAP2 ST13 STMN3 SUN2 SYNE1 TAF3 TBC1D10C TGFBR3 TGS1 THAP11 THAP12 THEM4 TIGIT TMED4 TMEM134 TMEM273 TRIM27 TRIM28 TRIR TSEN54 TTC31 TUFM TULP4 UBA52 UBE2Z UBN1 UICLM UQCRB UVSSA VPS51 VRK3 WDR73 YPEL1 YY1 ZAP70 ZHX2 ZMYND11 ZNF169 ZNF264 ZNF577 ZNF641 ZNF785 GSE34205_RSV_VS_FLU_INF_INFANT_PBMC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE34205_RSV_VS_FLU_INF_INFANT_PBMC_DN ACTB ACTN4 ADAR ADGRG1 AMPD2 ARL5A ARSA ATG12 ATP6AP1 ATP6V0C ATP6V0D2 B2M BBS4 BEST2 BEX5 BRD2 BRD7 C1QA C1QB C1QC C1orf174 C2 CAPN2 CCDC8 CCL4 CCL8 CCND3 CCR5 CD3G CD84 CGAS CHST12 CIDEB CLSTN1 CMTR1 COX8A CTSO CWC15 CYB561D2 DDB2 DDX60 DNM2 DOK2 DUSP2 EIF2AK2 ELF1 EME1 EPSTI1 EREG ESF1 FCHSD1 FCN1 FDXR FTL FXYD6 GALE GLG1 GMIP GNLY GPSM3 GRAMD1B GRN GSTK1 GZMB H1-4 H19 H2BC17 HCST HERC6 HESX1 HLA-A HLA-B HLA-C HLA-E HLA-F HLA-G HLA-J HSH2D ID2 IFI27 IFI30 IFI35 IFI44 IFI44L IFITM1 IKBKG ITGA5 ITGAL ITGB2 ITGB7 ITM2B KCTD14 KIAA1671 KIF21A KIR2DL3 KIR2DL4 KIR2DS4 KLRD1 LGALS3BP LLGL2 LUC7L2 LY6E MAP3K11 MROH8 MT1F MT1X MT2A MVB12A MVB12B NAA35 NF1 NKG7 NR3C2 NRBP1 NT5C3A OAS2 OAS3 OASL ODF3B OGFR OTOF P2RX4 PATL1 PEPD PGP PI15 PIAS1 PLD3 PLEKHF1 PPCDC PREX1 PRF1 PTPN4 QSER1 RAB14 RADX RBM26-AS1 RBM43 REC8 RFPL3S RGL1 RGS13 RHOG RPS15 RUNX3 S1PR5 SARAF SCAMP2 SETX SH2B2 SH2D2A SHFL SHISA5 SIGLEC1 SLBP SLC22A18 SLC38A6 SLFN5 SLX4IP SPATS2L SPHK1 SPON2 SREBF1 SRGAP2 SRSF3 STAB1 SYNE2 TAF10 TAF1C TAF1D TBC1D9B TENT4B TGS1 TM9SF4 TMBIM6 TMEM179B TMEM255A TRIM22 TRIM41 TRPC4AP TSEN54 TTYH3 TULP4 TYMP UBA7 UBC UCK1 UNC93B1 USP18 USP30-AS1 WNT6 ZBP1 ZDHHC24 ZNF609 ZNF681 GSE34205_RSV_VS_FLU_INF_INFANT_PBMC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE34205_RSV_VS_FLU_INF_INFANT_PBMC_UP AADAC ABCC13 ABCG2 ACP4 ACSS1 ADAMTSL1 ADGRG4 ADIPOR1 AHSP ALAS2 ALDH4A1 ANK1 ANKRD60 ARL14 BCL2L1 BDNF-AS BEND4 BMS1P2 BNIP3L BPGM BRS3 C1GALT1C1L CA1 CAMK1D CCNDBP1 CDC34 CNTN2 CR1L CT55 CYP2W1 CYP4F12 DAND5 DCAF12 DDX4 DDX6 DEFT1P DLK2 DNAJC6 DPY19L1P1 DPYS DUSP21 DYNLT5 EBF1 EEF1B2 EFNA1 ELFN2 EPB41 EPB42 ESPN FADS3 FAM104A FAM210B FBLN2 FBXO7 FECH FLYWCH2 FRMD4A FRZB FTCD FZD8 GABARAPL2 GCGR GGTLC2 GLRX5 GNG3 GPC3 GPR135 GPR146 GPR161 GRIN2C GSPT1 GUCD1 GULP1 GYPA GYPE HAGH HBB HBBP1 HBD HBM HBQ1 HBZ HEMGN HEPACAM2 HS3ST5 HTR7 HTRA3 IL1R2 IMPG2 KANK2 KLF1 LAMA3 LINC00494 LINC01116 LINC02153 LINC02239 LRRC4B LRRC56 LRRC72 LYZL4 MAGEB4 MAP4K3-DT MARCHF8 MATN2 MBNL3 MGAT4D MICAL2 MKRN1 MOB3B MPPED2 MRC2 MXI1 MYH7B MYL4 NCKAP5 NOX1 NPRL3 NSUN3 OR2L1P OR2W3 PALD1 PCDHB12 PCDHB13 PFKFB2 PINK1 PIP5K1B PITHD1 PLEK2 PLEKHS1 PMEPA1 PPM1A PPP1R3B-DT PSME4 PXDN RAB2B RAB9BP1 RAP1GAP RASL11A RAX2 RNF10 RNF11 RNF182 RPIA RPL26L1-AS1 RPL7A RPLP0 RPS5 RUBCNL RUNDC3A SELENBP1 SESN3 SIRT4 SLC14A1 SLC16A4 SLC25A37 SLC25A39 SLC25A5 SLC26A4 SLC4A1 SLC4A3 SLC6A8 SMIM24 SNCA SPATA25 SPTB ST13 STRADB TCEAL2 TCL1B TCP10L TENT5C TERF2IP TESC TMEM177 TMEM184A TMEM247 TMOD1 TNS1 TRAK1 TRIM10 TRIM51 TRIM64EP TRO TRPC5OS TSPAN10 TUNAR UBE2G2 UBE2O USP12 WDR86 ZDHHC11 ZDHHC23 ZNF423 ZNF461 GSE34217_MIR17_92_OVEREXPRESS_VS_WT_ACT_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE34217_MIR17_92_OVEREXPRESS_VS_WT_ACT_CD8_TCELL_DN AACS ADAM3A ADARB1 ADH1A ADORA2B ARHGEF15 ATRNL1 BCAM CAMSAP1 CCDC112 CCDC150 CCL4 CD200R1L CDC20 CENPQ CEP85 CES1 CKLF COL25A1 COL8A2 COPZ2 COX7A1 CPQ CTTN CWH43 CYB5RL DNASE1L3 DTYMK EEA1 EIF2S2 ELOC FBXO7 FCRL5 FCSK FGF11 FIGNL2 FLRT2 FUT8 GAS2 GOLGA2 GPM6A GTF2A1L HARS2 HDAC11 HDAC5 HDC HMGXB3 HOPX HOXD13 ICA1 IL21R ITPK1 ITPRIPL2 JPH1 KCNJ2 KIR3DL1 KRT77 LAMTOR2 LMAN1 LMNB2 LMO3 LOX LRFN3 LSM5 LYRM1 MAGED1 MAS1 MBLAC2 MEGF10 MIR206 MPZL3 MS4A3 MTERF2 MX1 NECTIN2 NELFCD NFX1 NOL10 NR2F2 NUFIP1 OOSP1 P4HA2 PCED1A PDXK PGM1 PGRMC2 PLA2G4C PLOD3 PNP POMT2 PPAN PPM1F PPP1R7 PRCC PRMT6 PTPA QRSL1 RAPGEFL1 RNF220 ROS1 RPF2 RRAGA RRAGB SATL1 SDHC SEMA4C SH3TC1 SLC4A4 SNX27 SPINK8 ST3GAL5 SUMO1 TADA2A TARBP1 TBX5 TESC TLCD1 TMEM177 TMEM42 TMEM43 TOP1MT TRIP6 TRMT1 TRMT10C TSPAN15 TUBD1 UNC13B USP10 VWA3A WDR4 WNT3 WSB2 XYLT2 ZC3H8 ZFP30 ZFP69 ZFPL1 GSE34217_MIR17_92_OVEREXPRESS_VS_WT_ACT_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE34217_MIR17_92_OVEREXPRESS_VS_WT_ACT_CD8_TCELL_UP ABLIM1 ACAA2 ACKR3 ACTG2 ADAM2 AMBP ARHGDIB ARL4D ATP6V0E2 BAHD1 BSX BTNL2 CACNB3 CAPN8 CARD11 CASP8 CCDC96 CDK9 COBLL1 CPEB1 CTAG2 CYTIP CYTL1 CYYR1 DAZAP1 DGAT1 DGKA DHRS7C DPEP2 DPPA3 DUSP23 ECM1 EFCAB3 ELL EPO ETS1 FAIM2 FAM183BP FMN1 FNDC8 FOLH1 FXN GAL GARIN1A GBP2 GIMAP3P GJC2 GNA12 GNB1L GPR146 GRAP2 HEXD HEYL HLCS IGF2 IL2RB INHBA INMT INPP5K IRF9 JAKMIP3 JDP2 KAZALD1 KCNMA1 KCTD11 KLF4 KRT26 KRT4 LARGE2 LCT LDB1 LIMA1 LRRC19 LRRC38 LYG2 LYPD2 MAST1 MED29 MGAT5 MIR155 MMRN2 MRO MYC MYH7 MYL11 NEU3 NINL NKX6-3 NLRC5 NMRK2 NPC1L1 NPR2 PCSK6 PIM1 PLCXD2 PLIN2 PLK2 PLPP4 PREB PROP1 PROZ PRR15 PSAP PTGER2 PTPRC RAB27B RAD51D RADIL RANBP9 RAP1GAP2 SEPTIN12 SERPINA9 SH3BP4 SHC4 SLC16A2 SLC27A2 SLC46A2 SLC47A2 SLC4A1 SMAGP SYCE1 SYNM SYT10 TCTN3 TMEM39B TMPRSS7 TOM1 TRIM26 TRIM65 TXNIP TYW3 UBE2L3 UFSP1 WLS YPEL3 ZC3H10 GSE34392_ST2_KO_VS_WT_DAY8_LCMV_EFFECTOR_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE34392_ST2_KO_VS_WT_DAY8_LCMV_EFFECTOR_CD8_TCELL_DN ACSL1 ADAM17 ADRA2B AGRN AK2 ALAS1 ANXA5 ARHGAP22 ARHGAP31 ARMCX3 ATF3 ATF4 BCL2A1 BCL3 BIRC3 C3 CARD19 CASP4 CCL13 CCL17 CCRL2 CD70 CD86 CEBPB CFLAR CLEC5A CLEC6A CMPK2 CMTR1 CSF1 CXCL2 DENND4B DUSP1 DUSP4 DUSP5 DYRK2 EBI3 EDN1 EDNRB EGR1 EGR2 EXT1 F3 FABP3 FAM20C FAM241A FAS FEM1B FLRT3 FNDC3B FOSL2 FPR2 FXYD2 GADD45B GAS7 GCH1 GDF15 GEM GPC6 GPD2 GPR68 GPR84 GRAMD1B GSAP GTF2A1L HBEGF HCAR2 HERPUD1 HILPDA HTT HVCN1 ICA1L ID2 IFIT1 IFIT1B IFIT2 IFT57 IGSF9 IL1B IL2RB IL2RG IL4I1 IL6 IRAK3 ISG15 JAG1 JAK2 JDP2 JUNB KLF7 KPNA3 LAD1 LATS1 LONRF1 LPAR3 LRP8 MALT1 MARCKSL1 MCEMP1 MED13L MET MLLT6 MST1 MTMR14 NAB2 NCF4 NCOA5 NFE2L2 NFKB2 NFKBID NFKBIE NFKBIZ NLRC5 NLRP3 NR1H3 NR4A3 NRP2 NUPR1 PARP14 PCNX1 PCYT1A PDGFA PDGFB PHLDA1 PIK3CB PILRA PLAU PLEK PLEKHO2 PLK3 PLPBP PLPP3 PLXNA2 POGK PPP1R3B PPP4R2 PROCR PSMD10 PSTPIP2 PTPN2 PTPRE RAB20 RAB30 RALGDS RASA2 RASGEF1B RCAN1 RELB RHOB RIPK2 RNF11 RSAD2 SAA1 SDC1 SEMA6D SERPINB9 SERPINC1 SKIL SLC15A3 SLC16A10 SLC22A5 SLC2A1 SLC2A6 SLC38A4 SLC5A3 SLC7A2 SLC7A8 SMPDL3B SRXN1 ST3GAL1 STAP1 STX11 STX6 SWAP70 TAGLN2 TENT5C TGM2 TLL1 TLR2 TMA16 TMEM178A TMEM26 TNFSF9 TOR3A TRAF1 TRAF3 TTC39B UAP1 UBASH3B UBE2F USP18 VASN VASP WDR1 XCL1 ZC3H12C ZHX2 ZNF654 ZNFX1 ZSWIM4 GSE34392_ST2_KO_VS_WT_DAY8_LCMV_EFFECTOR_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE34392_ST2_KO_VS_WT_DAY8_LCMV_EFFECTOR_CD8_TCELL_UP AAGAB ABCG1 ABHD15 ADD3 ADISSP AIMP1 ANGPTL4 ANKFY1 ANKRD44 ANP32A ARHGAP19 ARHGAP39 ARHGAP6 ARHGAP9 ARHGEF18 ARL6IP4 BMF BUB3 C1orf21 C5orf34 CAMK2G CARD11 CBX4 CDCA7L CDK19 CHST12 CMBL CNOT8 CNPY4 CORO7 CRYZL1 CTBP1 CTDSP2 CXCR4 CYP27A1 DEPDC5 DHX16 DIPK1A DNA2 DOCK11 DPY19L1 DPYSL2 DUSP22 DYNLT1 ECH1 EEF2K EHD4 EIF3H EIF4G3 ENC1 ESYT1 FAM117B FAM217B FBXO5 FGD2 FOXO3 FRG1 GARS1 GPD1L GPR155 GPR160 GRAMD4 GRK6 GTF3C1 GYG1 HEPACAM2 HEY1 HJURP HMGCL HP1BP3 HPCAL1 IDH3G IKBIP IL6R IMP3 INPP5D INTS6L ITPR1 ITPRIPL2 ITSN1 KDELR1 KIF21B KIF23 KLHL6 L1CAM LPAR6 LPIN1 LPXN LRRC1 LYL1 MAF MAN2A2 MBLAC2 MKNK2 MPPE1 MRFAP1L1 MRPL24 MS4A6A MSRB1 NANP NATD1 NCOA1 NCOA3 NDUFA6 NEURL2 NHSL1 NOTCH2 NRIP1 NUMA1 OPLAH OSBPL11 OTULINL P2RX7 PAOX PCMTD2 PDCD4 PDE7B PDLIM2 PDPK1 PDXK PHF14 PIKFYVE POLD1 POLR2A POLR2E PPARG PPP2R5C PPT1 PRAM1 PRKAG2 PRPS2 RAB11FIP5 RALGAPB RASA1 RASA3 RASL11B RCBTB2 RDH14 RELL1 RERE RFC1 RIPOR2 RNASET2 RPA3 RPL27 RPL35 RPS6KA1 SAAL1 SASH3 SEPTIN3 SESN1 SH2D1B SKI SKP2 SLBP SLC26A11 SLC35E3 SLC44A2 SLC50A1 SLCO2B1 SMC6 SMIM5 SNX27 SNX30 SOCS6 SRPK2 SSH2 STARD9 SVIL TBC1D10C TCF12 TEF TEP1 THBD TIMM21 TMEM154 TMEM161A TMUB2 TNFAIP8L2 TP53INP1 TPCN1 TPRG1L TRIM14 TUBGCP5 TUSC1 TUT4 TXNDC16 TXNIP UBE2T UQCC5 VDAC1 WDSUB1 YPEL2 ZBED4 ZCCHC24 ZFP36L2 ZNF362 ZNF414 ZNF707 ZNF8 GSE34515_CD16_NEG_MONOCYTE_VS_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE34515_CD16_NEG_MONOCYTE_VS_DC_DN ABCD1 ABI3 ACAA2 ACVR1B ADAT1 ADGRE5 AKR7A2 ARFRP1 ARHGAP45 ARL2 ARMC6 ATP8A2 B4GALNT1 BABAM1 BORA BRD2 BRK1 BSDC1 BSG BUD31 C10orf90 CA12 CA2 CASP8 CCDC82 CDC20 CDKL4 CDKN2D CERS6 CHERP CISD3 CLIC4 CNOT4 CNPPD1 CNR2 COPZ1 CORO1C CPNE1 CREG1 CRK CRYL1 CSNK2B CSRP3 CXCR6 CYB5B DALRD3 DCAF1 DEDD DHRS13 DIABLO DNMT3B EEF1AKMT1 EIF3G ELMOD2 ELOVL1 ELOVL6 ELP1 ENPP4 ENPP6 ENTPD5 ERCC5 EVI2B FAM174C FAM219B FCGR2A FOXG1 GALNT12 GCAT GJA1 GNGT2 GPR108 GRAMD2B GSTCD GUSB HDAC10 HDAC3 HINT2 IFI30 IFI35 IFT46 IL12RB1 IPCEF1 IRF2BP1 JCAD KAT14 KLHL22 LAIR1 LAP3 LIPA LPL MACROH2A1 MAMDC4 MAP1LC3A MARCO MAX METTL22 MFSD3 MON1A MRPL22 MRPL9 MRPS18B MRPS34 MSN MTFR1L NDUFB2 NDUFS5 NEDD4L NGDN NIN NOB1 NSA2 NSUN2 NSUN5 NTPCR OMA1 ORC5 ORMDL1 PARP9 PECAM1 PFDN5 PHB2 PHF20 PHPT1 PI4KB PLEKHF1 POU2F2 PPM1F PPP5C PREB PRPSAP1 PRR5L PSME1 PSME3IP1 PTK2B QRICH1 QTRT2 RAB5C RACK1 RAP2B RAPGEF1 RDH5 RFX1 RGS19 RILPL1 RNF167 RPAIN RPL19 RRP15 RSRP1 RTCB SCAMP2 SCNM1 SELENOS SEPTIN6 SERPINB8 SESN3 SETX SF3A3 SHMT2 SLC22A5 SLC26A10P SLC29A1 SLC6A6 SLC7A5 SNAPC2 SNHG3 SPNS1 SPPL3 SSBP4 STEAP2 STIM2 STPG4 STXBP1 SURF1 TAF8 TASL TCF25 TEN1 TMCC2 TMEM131 TNFRSF1A TRAPPC2L TRIM8 TSC2 TTC36 TUT1 UBASH3A UBD UBE2L6 UBL4A UGCG UNC13D UROS USP31 VIPR1 WARS1 YIF1B ZNF32 ZNRF1 ZXDC GSE34515_CD16_NEG_MONOCYTE_VS_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE34515_CD16_NEG_MONOCYTE_VS_DC_UP ABHD3 ADAP2 ADGRE1 AGA AIF1 APH1B ASAH1 BACH1 BLTP1 BORCS8 C3 C3AR1 CAMK1 CCDC88C CCNG2 CCPG1 CCSAP CD300LF CD79B CDS2 CENPE CHMP1A CHST15 CLK4 CMTM2 CMTM6 CNEP1R1 CNIH4 CPEB4 CRLF3 CUEDC1 CYBRD1 CYREN DAPK1 DAZAP2 DEDD2 DENND6A DHRS12 DUSP5 DUSP6 DUSP7 DYRK1A EAF2 ELL2 ENSG00000230707 EOLA1-DT EVI2B EXT1 FAM110A FCER1G FFAR2 FMR1 FPR2 FUCA1 FYB1 GBP2 GNL3L GPBAR1 GPR137B GPR155 H2AZ1 HAUS8 HEG1 HEY1 HIVEP1 HK3 HMGXB4 IER5 IL10RB ING3 INPP5A IQCK IRAG1 ITGA4 ITGB1 ITPRID2 KCNE1 KCTD9 KDM1B KIAA0232 KLHL2 KNDC1 KRT23 L1TD1 LAPTM4A LDLRAD3 LIMS3 LMO2 LNPEP LRPAP1 LST1 LTA4H MAN1A1 MAN1C1 MAP2K3 MAPKAPK3 MAST3 MBD2 MBOAT1 MCOLN1 MDM2 ME2 MED13L MERTK MIIP MKRN1 MSN MTMR6 MXI1 N4BP1 NACA NADK NEK7 NFATC1 NPC2 NPL NTAN1 NXPE3 OSBPL8 OSTM1 P2RX1 PAPSS1 PECAM1 PIK3R1 PLAGL2 PLXNC1 POU2F2-AS1 PRORSD1P PTGES3 PTPRC RAB14 RAB24 RASA1 RBP7 REEP3 REST RHBDF2 RHOC RIOK3 RNF135 RNF144B RP2 RRAS SCARB2 SCPEP1 SDHB SECTM1 SERPINA1 SESN1 SFN SFTPD SH2D3C SIPA1L1 SLAIN2 SLC11A1 SLC2A6 SLC44A2 SLC6A6 SMPDL3A SNTB2 SNX5 SOD2 SOWAHC SP3 SPAST SPOPL SPRED1 SRBD1 ST3GAL5 STK32C SWAP70 SYTL1 TADA3 TBC1D8 TESC TLR1 TMC6 TMEM116 TMEM139 TMOD3 TMPO-AS1 TNFRSF14 TNFRSF1B TP53INP1 TRIQK TUBA4A TWF1 UBASH3B UPP1 VNN1 VNN2 VPS53 WIPI1 XAB2 ZBTB11 ZBTB16 ZBTB7A ZCCHC7 ZDHHC20 GSE34515_CD16_NEG_VS_POS_MONOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE34515_CD16_NEG_VS_POS_MONOCYTE_DN ACP6 ADCK1 ADCY3 AGXT2 AHR ALDH2 ANTXR2 AP2S1 ARFIP2 ARL2 ARMCX1 ASF1A ATL2 ATP5MC1 ATPAF2 BCL7A BCL7C BOLA3 BTN2A3P C10orf95-AS1 C1QBP CAMTA1 CAVIN3 CCDC106 CCDC88A CCNB1IP1 CD1E CD200R1 CD38 CELF6 CEP43 CHD1L CIITA CISD1 CLCN5 CLK2 CMTM3 COMT COQ4 CRABP1 CREB3 CTPS1 CTTNBP2NL CYB5R1 DAB2 DARS1 DDIT4 DST DTX4 ECI2 EEF1AKMT1 EEF1E1 EFCAB2 EIF3K EIF4G3 EMD EP400P1 ETHE1 EVA1B EXOC4 F13A1 FAAP20 FABP5 FASTKD2 FXYD6 GAS6 GHRL GINS1 GNA15 GOLPH3L GPX7 GRAMD2B GSTZ1 GTF2H4 H2AC11 HADH HEATR6 HLA-DPB2 HSPD1 IGFBP7 IGFLR1 ILF2 IRAK1BP1 IRF4 ITGB7 JHY LAMTOR1 LGMN LILRA4 LINC00205 LMNA LRRC8C LTC4S LYRM4 MAP4K1 MAP7 MRI1 MRPL33 MRPS15 MRPS28 MS4A6A MTFMT MTX1 MVD MYO1E NCBP3 NDUFS8 NIPA1 NME8 OPN3 OSTC OXCT1 P2RY6 PACC1 PALD1 PARP2 PCLAF PCNX2 PDCD2L PDE7B PKIG PLA2G12A POGLUT3 POLR1C POLR2E PON2 PPIB PPP1R16A PPP2R1B PRKAR2B PRKCA PTGFRN PUM3 PXDC1 RAB13 RAB4B RACK1 RAN RBMS2 RIMKLB RPL13 RPL18 RPL22 RPL3 RPLP2 RPS18 RPS4Y1 RPS5 RRS1 RUNX2 SCFD2 SDR39U1 SEC22C SEC61A2 SEC61B SELL SEPHS1 SEPTIN6 SFPQ SKIC8 SLC43A1 SLC7A5 SLC9A7 SNAI3 SNRPA SNRPF SPIB SPIN1 SPINDOC SPINT2 SSBP1 ST3GAL4 SYNGR3 SYNJ2BP TADA1 TCEAL1 TCEAL3 TGIF2 THEM4 TM7SF2 TMED10 TMEM14A TMEM205 TMEM223 TMEM270 TMSB15B TNFSF8 TOP1MT TP53I13 TRAF4 TRUB2 TSPAN33 TULP3 UFC1 USP13 VAMP1 WDR54 ZNF439 ZNF571 GSE34515_CD16_NEG_VS_POS_MONOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE34515_CD16_NEG_VS_POS_MONOCYTE_UP ABLIM1 ACACB ACO2 ACY1 ADAMTSL2 AGPAT3 ALDH1B1 AMBP ANKH APOH ARL15 ATG9B ATIC ATP5F1B ATP5PF ATP5PO ATP6V0A1 AUH AZIN2 BZW2 C16orf86 C16orf89 CABP7 CACNA1F CAPN10 CASP6 CAVIN1 CCL24 CCNE1 CD274 CD300LD CD40 CD44 CD52 CHCHD10 CLEC10A CLIC4 CLUH COLCA1 COPS7B COX6A2 COX6C COX8A CPA6 CTSZ CUTA DDX56 DNAJB11 DOK2 DOLK DUSP4 DUT DZIP3 EAF2 ECSIT ELOVL1 EYA2 F10 FAAP24 FADS3 FAM181A FAM20C FAM43B FASN FCHSD2 FDPS FGD6 FKBP5 FLRT2 FMC1 FN1 FUOM GAMT GLRX GMPR GULP1 HEBP2 HHAT HIBADH HIGD1C HLA-DMA HLA-DOA IER3 IER5L IFI30 IFRD2 IGF1 IGSF3 IL17D IL24 IL6ST INPP5A IRF4 ISYNA1 ITGAX JAK2 KCNK3 KCNK6 KLF4 KLF9 LDLR LIPN MAN1A1 MCF2L MCRIP2 MED13L MEOX1 METTL7A MICAL2 MIR99AHG MPI MPZL3 MRPL27 MRPS36 MT1E MVD NAAA NAGPA NDRG2 NDUFA3 NFIL3 NKD1 NSDHL NSG2 NT5DC3 NUP54 OCSTAMP OLFM1 OSTC OXCT1 P2RY1 PCLO PFKP PIK3R3 PKP2 PLA2G5 PPP1R14B PRKCD PRPS1 PSMB10 PTGES2 PTGS1 PTPRN PTPRZ1 PYCARD RAB10 RAB1B RAB3IL1 RASGRP1 RECQL5 RETSAT RIPK2 RP1L1 RRP8 RRP9 SCN1A SDHD SEPTIN9 SGPP2 SHOX2 SIGMAR1 SLC15A3 SLC16A1 SLC1A5 SLC25A6 SLC27A3 SLC30A4 SLC35A4 SLC48A1 SLC52A2 SLC7A2 SMAP2 SMIM5 SPATA21 SPINK2 SPTLC3 SSBP4 SSR4 SST SSUH2 TBRG4 TFAP2C TMEM239 TMEM268 TMX2 TNFRSF11B TNNI3K TRAF5 TRIB1 TUBA3C TUFM UQCR10 UQCRC1 UQCRQ WDR31 WDR83OS ZBP1 ZNF585A ZNF703 ZSWIM2 GSE34515_CD16_POS_MONOCYTE_VS_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE34515_CD16_POS_MONOCYTE_VS_DC_DN ABCC3 ABHD12 ADIPOR1 AGAP1 AGO4 ALOX5AP AMPD3 ANAPC15 ANKRD33B ANKRD44 ANTXR2 AP1S2 APOE APPL2 ARAP3 ARHGAP18 ARRDC3 ATOSA ATP8A1 ATP8B4 B4GALT6 BASP1 BMP2 BNIP3L BRD8 BRI3 BSDC1 C5AR1 C5orf34 CAB39 CALHM6 CAMK1 CAMK1D CARD19 CCDC12 CCNT2 CCRL2 CD302 CD93 CDC25B CEP192 CEP295 CLK1 CPEB2 CXCL10 CXCR4 CYBB CYFIP2 CYP4V2 DBNDD2 DBP DDX60 DENND5A DEPDC7 DOP1B DTX3L DYNLT1 EIF5A2 EP300 EPSTI1 EYA3 EZH1 FAM107B FAM3C FAM76B FBXL4 FCGR1A FCHO2 FER FGD4 FLCN FNBP1 FNIP2 FRRS1 FUCA1 GDF15 GDPD5 GIT2 GPR137B GSTM3 GTPBP2 H2AC25 HELZ2 HTRA2 IFIT1B IFIT2 IFITM3 IGFBP4 IL7R IQCB1 IQGAP2 IRF8 ITGAL JADE2 KANSL2 KHDC4 KIF3A KLF6 KLHL6 LCORL LMO2 LRATD2 MAP3K8 MCL1 MCTP1 MFGE8 MPP1 MS4A6A MSRB1 MYLIP N4BP2L1 NBEAL1 NCKAP1L NEDD4L NFAT5 NINJ1 NIPAL3 NLRC5 NOTCH1 PARP14 PAXBP1 PCK2 PDLIM2 PELI2 PGAP6 PHAF1 PIANP PIGV PIK3AP1 PIK3CG PLAGL2 PLCG2 PLD2 PLEKHM3 PMP22 POR PPOX PPT1 PRR18 PSTPIP2 PTBP2 PTK2B PTPN18 PYGL RABAC1 RANBP10 RASGEF1B RELL1 REPS2 RNF144B RNF149 RNF150 RNPEP RPS6KA5 RRAS S1PR1 SAP130 SASH1 SFSWAP SIDT2 SLC15A4 SLC28A2 SLC35F5 SLC37A2 SLC40A1 SLC46A3 SMG1 SMIM14 SNRNP48 SNX27 SPSB2 STX16 SUPT3H SURF1 TCP11L2 TCTN3 TGFBR2 THBD TIFA TLR2 TLR7 TM4SF5 TMEM35B TMEM86A TPCN1 TRAF3 TRMT112 WASHC1 WDFY4 WDR6 WWP1 XYLT2 YWHAH ZBTB4 ZC3H12D ZFYVE1 ZKSCAN3 ZMYND11 ZNF329 ZNF653 GSE34515_CD16_POS_MONOCYTE_VS_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE34515_CD16_POS_MONOCYTE_VS_DC_UP ABHD4 ABL2 ABRACL ACTG1 ACTR2 ACVRL1 AGFG1 AKAP7 AKAP8L ALMS1 ANXA11 ARID5A ARMCX4 ATL2 B9D2 BAIAP3 BAZ2B BDH2 BID BMPR2 BMT2 BRD9 BUB1B CASP8AP2 CCDC6 CCDC88C CCNC CD27 CD5 CDK5R1 CDKN2B CEP76 CHAMP1 CHIC2 CHRNB1 CMPK1 CMTM7 CPM CRY1 CSDE1 CSTF2T CXCL11 DDX17 DDX28 DHRS3 DIPK2A DLG1 DSCAM DYM DYNLT2B EBF1 EBI3 EED EFHC2 EIF2AK4 ELOVL4 EPC2 ERCC6 ETAA1 EXO1 FAM110A FANCF FDX1 FGL2 FLNB FMNL3 FNBP1 FOXA1 FPGT FRMD6 FUS FYN FYTTD1 GGT7 GRAMD1C GSK3B HIF1A HIVEP3 HNRNPDL HSP90AA1 HSPA5 IDS IGF2R IL15 IMPACT INTS6L ITGAL ITM2B ITPRIPL2 JARID2 JUNB KANSL1L KCNK6 KDM7A KHDRBS1 KIF1C KLF6 KPNA3 LMBRD1 LMNA LONRF1 LPIN2 LXN LYSMD3 MAP4K5 MARCHF6 MCM9 MGAT5 MIER1 MKNK2 MMS22L MOB4 MPZL1 MSL3 MYO1E MYO5A NAB1 NCMAP NDEL1 NFKBIA NKG7 NR3C2 NRBF2 NRIP1 NUP155 PABPC1 PAK1IP1 PCLAF PER1 PEX2 PFN2 PGLYRP1 PHTF2 PLSCR1 PON2 PPIE PPIG PPP1CB PRICKLE2 PRKG1 PWP1 RAB3GAP2 RCL1 RIF1 RIN2 RNF103 RPA1 RPAP3 RRAD SACM1L SAR1A SDR39U1 SEC24D SELENOF SERINC3 SERP1 SFR1 SH3GL3 SLC22A2 SLC25A19 SLC35E2B SNX4 SPDYA SPOCK2 ST6GALNAC2 STAU1 STK17B STYX SULF2 TAF5L TEX2 TMEM161B TMEM165 TMEM30A TMPO TNFAIP8 TNIP1 TNKS2 TOPBP1 TP53BP1 TP53BP2 TRA2B TTC14 TWF1 UBA5 UPF3B VEZF1 VIL1 WDR6 XPR1 YIPF5 YME1L1 ZBTB32 ZBTB38 ZC3H15 ZC3H7B ZMIZ1 ZMYND11 ZNF512B ZNF800 GSE35435_RESTING_VS_IL4_TREATED_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE35435_RESTING_VS_IL4_TREATED_MACROPHAGE_DN AADAC ABCB1 ACAN ACE ADK AFAP1 AHSP AKAP8 ALDH4A1 ALDOC ANKRD6 APH1B ARL2BP ARNT ASRGL1 ASTN2 ATXN10 BCL2L2 C11orf21 C1R CANX CCAR2 CDK3 CENPJ CEP162 CEP97 CHMP1B CHTOP CLCN2 CLCN6 CLIP4 CNNM4 COQ7 CRYBB1 CST2 CT62 CTAGE9 CWC25 CYFIP1 CYP4F8 CZIB DARS2 DCLRE1B DCUN1D2 DDX18 DES DHRS1 DHRS12 DIO3 DLAT DNAAF1 DSE DST E2F2 EEA1 EGR2 ELL2 ELP3 EREG ERMP1 FAM120C FAM131B FAM182B FAM186A FANCC FPR2 GBA3 GCKR GEMIN4 GFPT1 GGA2 GK GNA13 GNRH1 GOLGA1 GPR15 GPR63 GPT GRAMD1B H3-4 H4C9 HILPDA HIPK2 HLA-DRB6 HNRNPA3P1 HOXB9 IGLJ3 IL17RB IL5 IL6ST INTS14 IPO8 ITPR1 KCTD20 KLF4 KLRA1P LCP1 LDLRAP1 LIPA MAFF MAGIX MTMR12 MTRF1 MYF5 MYO16 NECTIN1 NEK3 NEUROG3 NFYC NR5A2 PABPC1 PAQR5 PCYT1A PDP1 PECAM1 PEPD PEX5 PHKA2 PIAS2 PITX2 PKNOX1 PNLIPRP2 PNOC PPAT PPIAL4A PPY2P PRDM1 PRKAR2B PRMT8 PRSS21 PSORS1C1 PTGDR2 PTPRC PXMP4 RAD21L1 RBPJ RBPJL RFPL1S RFX3 RIMS2 RNFT1 ROBO1 RPL34 RPS2 SCHIP1 SELENOP SERINC3 SGSH SHOX2 SLC14A2 SLC18A2 SLC1A7 SLC22A5 SLC37A4 SNRPN SOAT2 SSTR1 STAG3 STARD13 TCAF1 TCTN2 TDRD1 TFAM TFPI2 THG1L TIA1 TLK2 TM9SF1 TMEM242 TMEM43 TNFRSF4 TRDV2 TRIB1 TRIM2 TRPC1 TRPM8 TSPAN13 TUBA3D TXNIP UBE2Z UBQLN3 UCN UTP25 UTY VEGFA VPS39 XK XPO7 ZC2HC1A ZDHHC8BP ZIC4 ZNF16 ZNF174 ZNF207 ZNF214 ZNF318 ZNF391 ZNF516 ZNF549 GSE35435_RESTING_VS_IL4_TREATED_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE35435_RESTING_VS_IL4_TREATED_MACROPHAGE_UP ABCC10 ABCF1 ADAR AFDN AGFG2 AK2 AKAP13 AMOTL2 AP1S1 AP3D1 ARHGEF18 ATF3 AUTS2 BAK1 BIRC3 CAPRIN2 CD160 CDKN1A CFHR5 CHST2 CHST8 CNDP2 CROCCP2 CSNK1G1 CSRNP2 CSTB CYFIP2 CYP3A5 DDX6 DICER1 DNAJB14 DNMT3B DSPP DUS4L EFHC1 EGR3 EIF1 EMX2 EVI5 EXO5 F11R FAM174C FBXO2 FBXW4 FBXW7 FHL1 FN1 GAPVD1 GATA3 GNL3LP1 GOLGB1 GUSBP14 GUSBP3 H2BC12 H2BC8 HELLS HNRNPL HSD17B7 HSPA4 HSPBAP1 HYMAI IFI6 IKBKE IL17RA IL18RAP ING3 IPCEF1 IPO9 ITM2C JADE1 KANK1 KAT8 KATNBL1 KBTBD4 KHSRP KIR2DS2 KIT KLRB1 KMT2A LAIR1 LAT2 LINC00588 LPP LRRN3 LSS MAEA MAP9 MAPK13 MAPK1IP1L MAX METTL7A MKNK2 MORC2 MRPL20 MTDH MTF1 MX1 MYEF2 MYL5 MYO1F MZF1 NBL1 NBR2 NCAM1 NIP7 NKTR NOD2 NOP2 NRN1 OAS1 P2RX5 PAFAH2 PDGFD PGAP6 PI4KB PIGG PIK3R3 PITPNA PLA2G2F PLCG2 POGZ POLR1E PPM1H PRDM4 PRF1 PTH2R PTP4A2 PYHIN1 RBL2 RIOK3 RNASE6 RNF125 RPLP2 RPS18 RPS28 RPS29 RRAGB S100B SCCPDH SCLY SENP3 SERTAD2 SESN1 SIKE1 SIMC1P1 SLAMF8 SLC16A6 SLC35A3 SLC35D2 SLC46A3 SMPD3 SMURF1 SNN SNX16 SNX27 SOS1 SOX30 STOM STOML1 STXBP1 TM7SF3 TMA7 TMEM187 TMPRSS3 TMX2 TOGARAM1 TPH1 TRAF3 TRAF3IP3 TRDN TRIM32 TRIM38 TRIM68 TRMT12 TTBK2 TTLL4 TXLNGY UBAC1 UBE2A UBE3C VAMP3 VWA8 WNK1 XAF1 XPC YJU2B YWHAB YY1AP1 ZKSCAN7 ZMAT3 ZMYND8 ZNF131 ZNF226 ZNF257 ZNF362 ZNF407 ZNF623 ZNF696 ZNF91 ZSCAN12 GSE35543_IN_VITRO_ITREG_VS_CONVERTED_EX_ITREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE35543_IN_VITRO_ITREG_VS_CONVERTED_EX_ITREG_DN ABCG5 ACTC1 ACY3 ADGRE5 ADGRL1 ADPRHL1 AKT2 ALDOC ANXA8 AP3S1 AP4S1 ARC ARHGEF33 ARID5B ARL3 ARPC3 ATP11A BIN3 BMP6 BORCS6 BTBD19 BTBD9 C16orf90 CABP4 CALU CAPN8 CCDC187 CCL1 CCL24 CCR3 CD320 CD68 CDK3 CERS3 CHCT1 CHIT1 CHST11 CNIH2 COMMD10 COMTD1 COPS6 COQ4 CORO2B CPNE8 CRABP2 CRTAM CSNK2B CXXC5 DCAF11 DCLK1 DGKZ DIP2B DSG1 ECE1 EGR2 ENSG00000286190 EPHB3 FAM171A2 FAM241A FBXO36 FGF2 FHL2 FMC1 FNDC10 FOXN1 FYTTD1 GABRA1 GABRP GAST GJA1 GLRX2 GNB5 GPD1 GPR176 GPRC5C GRAMD4 GRSF1 GSTT1 HAPLN2 HBG2 HLA-DQA1 HMX3 HOPX HOXA1 HOXA11 HOXA7 HOXD8 HPCAL1 ICAM2 IFITM10 IKZF3 IL27RA IL4 ISYNA1 JUND KLF9 KRT18 KRT31 KRTAP4-12 LAG3 LDLRAD3 LGALS3 LPAR1 LRFN1 LTBP3 MAGI1 MC5R MCOLN1 MCRIP2 METTL26 MFNG MFSD13A MINAR2 MMRN2 MRPS33 MTSS1 NAA10 NACAD NCS1 NDFIP2 NDUFS2 NDUFS5 NICN1 NNMT NSMF NT5DC1 OR10AD1 OTOR PAPSS1 PCDH7 PENK PEX11A PFKM PI4KA PNKD POLD4 PPP3R1 PRKG2 PRKN PRRG2 PXMP2 RASGEF1A RBPJ RFTN1 RGL1 RHOT2 RNF19A RNF32 ROBO4 ROPN1 RRP8 SCN1B SIPA1L3 SLC14A2 SLC15A3 SLC18B1 SLC22A9 SLC29A1 SLC39A4 SLC48A1 SLC7A11 SMPDL3B SNX15 SPNS2 SSPN ST6GALNAC6 STAT5A SUCLG1 SULF1 SZRD1 TAGAP TATDN3 TCP11L2 TCTA TIMM8B TIMP1 TMBIM1 TMEM115 TMEM121B TMEM191C TMEM208 TMEM42 TOB1 TPST2 TRIM8 TRIML1 TSPAN15 TSPAN5 TSPO TXNDC5 UBL7 UGGT2 URGCP VPS29 VSNL1 ZDHHC11 ZFP36 ZYX GSE35543_IN_VITRO_ITREG_VS_CONVERTED_EX_ITREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE35543_IN_VITRO_ITREG_VS_CONVERTED_EX_ITREG_UP ABCA7 ACKR3 ADCY4 AMOTL1 ANAPC15 ARHGAP11A ASPM BABAM1 BBOF1 BIRC5 BRCA1 CAPNS1 CAPS2 CASK CASKIN2 CCAR2 CCDC12 CCNB2 CCSAP CDC25B CDCA3 CDCA8 CDK1 CENPF CENPH CENPL CENPM CENPN CENPP CENPQ CENPV CEP128 CEP89 CHAF1B CHTF18 CIT CKAP2L CKS1B CNP CORO1A COX18 CRIP1 CYP20A1 CZIB DBF4 DBNDD2 DCAF15 DCXR DDB2 DDIAS DEK E2F1 E2F2 E2F8 ECI2 ESPL1 FABP2 FBXO5 FCGRT FKBP2 FOXM1 FRMPD1 FXN GAS2L3 GINS2 GLE1 GLIS2 GPN1 GRK6 GUCD1 HASPIN HAUS4 HAUS6 HDAC6 HEATR1 HHAT HIRIP3 HJURP HNRNPA2B1 HOXD9 HPF1 HPX IFT27 IMPDH2 IQGAP3 KCNE3 KCNV2 KDF1 KIF22 KIF23 KIF24 KIF4A KRTAP13-1 KRTAP3-3 L1CAM LBR LGALS3BP LPXN LSM6 MAD2L1 MASTL MAZ MCM5 MCM7 METRN MFSD10 MIS18BP1 MKI67 MKX MRPL47 MRPS10 MRPS11 NCAPD2 NCAPG2 NDUFS8 NEK2 NELFCD NRM NRP1 NSMCE1 NTAN1 NUBP1 NUP210 NUSAP1 OR52N4 PACS2 PARP12 PCNT PDCL2 PDZD9 PHF19 PIH1D1 PKMYT1 PLAU PMF1 POC1A POLA1 POLE POLE4 PPIH PRIM2 PRM2 PRPS1 PRR11 PSMC3 PSRC1 PTPA PTPN13 PTTG1 RACGAP1 RBBP8 RBM3 RFC4 RFC5 RNASEH2B RNF26 RRAD RTEL1 SCN4B SELENOH SEMA3D SFPQ SGO2 SKA1 SKA3 SLBP SLC10A2 SLC14A1 SLC30A4 SLC7A2 SMC4 SNCG SPAG5 SRSF7 ST18 STIL STMN1 SUCLG2 SUGP2 SUV39H1 TACC3 TAF1B TAMM41 TC2N TCIRG1 TEX9 TLL2 TOPBP1 TRAIP TSSK2 TUBA8 UBE2C UBE2S UCHL3 VRK1 VXN WDR62 YTHDF2 ZBTB8B ZDHHC2 GSE35543_IN_VIVO_NTREG_VS_CONVERTED_EX_ITREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE35543_IN_VIVO_NTREG_VS_CONVERTED_EX_ITREG_DN ACTL7A ADAM32 ADAMTS5 ADGB AGRP ANTXR1 APOF ARHGAP8 ASAP2 ATP6V1E2 B3GAT2 BEST1 BEX1 BMERB1 BNIPL C16orf46 C16orf90 C4orf47 CA13 CARMIL3 CBY2 CC2D2B CCDC39 CCDC62 CCL17 CCL7 CCN4 CCN6 CD209 CD276 CDH18 CDH6 CFAP119 CFD CHI3L1 CKMT1B CLDN6 CNGA2 COL4A4 CRYBB3 CRYGN CST6 CYBRD1 CYP2U1 DACT3 DDAH1 DDB2 DHX37 DIRAS2 DLX2 DNAAF4 DNAI1 DNAJB7 ECRG4 EFNA5 EIF2A EMP2 EPHX4 ESR1 FBXO16 FILIP1L FLRT3 GABRA2 GGN GHRL GLIS1 GNAT1 GNGT1 GPR152 GYS2 HEPACAM HGF HRCT1 HSD17B6 HSPB2 IGFBPL1 IL36RN ITIH1 KCNV2 KDM3A KIF6 KRT33A KRT8 LACTBL1 LIPC LMCD1 LPCAT2 LRRN2 LZTS3 MAGEB5 MBOAT4 MEGF10 MFSD3 MMP3 MMRN2 MORC3 MORC4 MTRF1L MYF6 MYOM3 NACAD NANOS1 NECAB1 NFE2 NGF NKAIN4 NLRP6 NPHS1 NR1H3 NRP1 NRSN1 NSG1 NUAK1 ORM2 PCP2 PCSK1N PCYT1B PDE3A PDZD4 PHACTR2 PHETA1 PHYHIP PIP5K1B PITX2 PKP4 PLEKHN1 PNLDC1 POMGNT2 POU4F3 PPP1R26 PRG2 PRR14 PRR27 PRR5L PTN PTPN13 PTPN5 PTPRM RAB26 RAB30 RAD54B RFX8 RGS16 RHPN1 RLBP1 RUFY2 RYR3 SCG2 SCGB1A1 SCN10A SCNN1G SCTR SDC1 SESTD1 SFXN2 SIPA1L2 SLC17A7 SLC2A2 SLC45A3 SLC6A1 SLCO2A1 SNX31 SOGA1 SPAG1 SPATA17 SPESP1 SPOCK3 SPRY3 STAU2 STMN3 SULT4A1 SYCP2L SYDE1 TACC2 TCHHL1 TEKT3 TET1 THBD THOC1 TMEM132A TMEM17 TMEM178A TMEM212 TMEM52 TMEM89 TNN TRAIP TRMT10A TSPAN17 VIP VKORC1L1 WASF3 WDR53 XKR6 ZBTB49 ZDBF2 ZNF141 ZNF423 ZWILCH GSE35543_IN_VIVO_NTREG_VS_CONVERTED_EX_ITREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE35543_IN_VIVO_NTREG_VS_CONVERTED_EX_ITREG_UP ACTG1P17 ACTR5 ADIPOQ AHSG AIMP1 ALDH1L1 ALKBH2 ANAPC10 ANKRD35 ARFGAP1 ASIC2 ATF5 ATXN1 B3GAT3 BCAR3 BCCIP BEX2 BOLA3 BPIFA2 BYSL C1orf122 CACNA2D3 CAD CCDC107 CCDC148 CCDC177 CCNQ CDC34 CEACAM4 CEACAM7 CHRNG CMC2 COA5 COPRS CRIM1-DT CSTF2 CTNNA3 CUZD1 CYP11B1 DBI DCST2 DCX DDX52 DHX30 DIRAS1 DMBT1 DNLZ DNMT3A DRAIC EIF2B3 ELAC2 ENSG00000248540 EOLA1 EVA1A F7 FAM205BP FARSB FEM1A FITM2 FKBP2 GALP GLA GOT1L1 GRIK3 GTF3C2 H1-4 HCCS HEATR1 HGH1 HOXA10 IL17F IL5RA ITGB1BP1 JOSD2 KCNK3 KCNK4 KCTD12 KLLN KRT14 KRT78 KRTAP8-1 LAMB2 LAMC2 LHX6 LILRA2 LINC02092 LOH12CR2 LONP1 LOX LRRC14 LSM4 MAD2L1BP MARVELD3 MATN2 MED14 METRNL METTL16 MIR21 MIR99AHG MPDZ MRPL12 MRPL15 MRPL17 MRPL46 MRPL47 MRPS24 MSR1 MYG1 NDUFAB1 NDUFAF3 NDUFAF8 NEIL2 NLE1 NLGN1 NLRC5 NME6 NOL6 NOP16 NOXRED1 NSFL1C OPA1 OR2F2 PAK1IP1 PDCD5 PDRG1 PFDN2 PGAM5 PGP PHACTR1 PHOX2B PNPLA4 PPIAL4A PPP1R14B PPP1R14D PREPL PRMT1 PRPF19 PTGER3 QRFPR RAB27B RANBP1 RARRES1 RENBP RGS16 ROPN1B RPL26L1 RSPH9 SACS SARM1 SDK2 SEC61B SEMA3C SETMAR SF3B5 SLC25A4 SLC35B1 SLC7A5 SLIRP SMAD5-AS1 SND1-IT1 SNHG15 SNORA72 SOSTDC1 SPEN SRP19 SRRD SYT4 TAS2R40 TBRG4 TDH THRSP THUMPD2 TIMM13 TMEM208 TMEM70 TOMM5 TOP3B TSFM TTC27 TXNDC17 TXNL4A U2AF1 UGDH ULBP2 UQCC6 UQCRFS1 WDR36 WDR74 YDJC ZNF16 ZNF326 ZNF491 GSE35543_IN_VIVO_NTREG_VS_IN_VITRO_ITREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE35543_IN_VIVO_NTREG_VS_IN_VITRO_ITREG_DN ABCA9 ABLIM3 ADAMDEC1 ADAMTS9 ADD1 ALDH6A1 AMOTL2 ANKRA2 ANKRD10 ANKRD36 ANKRD36BP2 ANO10 ARHGAP29 ARHGEF3 ATG9A ATOSA ATP6V1A ATP8A2 BAZ2B BCORL1 BTNL9 C1GALT1 C1orf159 C2orf80 C2orf92 C4orf19 C4orf3 C9orf152 CARD6 CCDC148-AS1 CCL25 CDC20B CDCA7L CFAP46 CHL1-AS2 CHRM2 CHRNB1 CLDN2 CNTN1 COL5A1 CPLANE2 CPNE8 CREBRF CYLD DBT DENND2D DGCR2 DPF1 DRP2 DUSP8 EFNA5 EMC10 ENSG00000284691 ENSG00000289161 F2RL2 FADS3 FAM170B FAM76B FAS FICD FREY1 GPR146 GPR155 GPR31 GPR6 GRAMD1C GSN-AS1 HDAC3 HIVEP1 HOXD4 HP1BP3 HPX HSD17B3 IFIH1 IGHV3OR16-13 IGHV5-78 IGKC IKZF1 IL17A ITPR1 JCHAIN KATNAL1 KCNA3 KCNA5 KCNH2 KCNQ1OT1 KLF1 KLK11 KRTAP4-5 KYAT3 LAMC1 LAMP3 LEF1 LINC00466 LINC00692 LINC00698 LINC00879 LINC01743 LINC02577 LINC02860 LYRM4-AS1 MARCHF1 MEF2A MLIP MLKL MORC2-AS1 MORF4L2-AS1 MS4A4A MYCBP MYO1D MYPN N4BP2L2 NACAD NBPF10 NBPF4 NEIL1 NIBAN3 NPFFR1 OCRL OMA1 OR7E24 P2RX1 PCMTD1 PDE4B PDZK1P1 PFKFB3 PHKB PIM1 PLEKHA2 PLEKHG3 PLSCR4 PLTP PLXND1 PPP2R5D PRDM2 PRORSD1P PRR36 PSAP PSD2 RAB1B RAB40A RABGAP1L RALGPS2 RECQL4 RHOH RIGI RNF212B RNFT2 RO60 RRAGB RTL9 SEL1L3 SESN3 SLAMF6 SLAMF8 SLC46A3 SLC5A3 SLC6A6 STK36 STYXL2 SYP TAAR8 TANK TEDC2-AS1 TENT5D TGM5 THEMIS2 TMEM123 TMEM163 TMOD2 TMX4 TNFAIP8L1 TP53I3 TP53INP1 TP53TG3HP TTBK1 UBE2E2 UNC5C USP28 VAMP1 VOPP1 WDR45 WDTC1 ZNF107 ZNF224 ZNF335 ZNF345 ZNF461 ZNF776 ZNF93 GSE35543_IN_VIVO_NTREG_VS_IN_VITRO_ITREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE35543_IN_VIVO_NTREG_VS_IN_VITRO_ITREG_UP AARD ACOT12 ACSM1 ADAM2 ADAMTS1 ADIPOQ ADPRS ALMS1 AMPD3 ARHGAP28 ARID3A ATF5 BBOF1 BBS7 BLTP2 BMP4 C15orf62 C2orf50 CA14 CACNB2 CAPN3 CAPN9 CAPNS1 CBLC CCDC6 CCL19 CCL21 CCT3 CD160 CD300A CDX4 CER1 CHST1 CLDN14 CLSTN2 CMTM7 CNTN3 COA8 COL19A1 COL8A1 CRX CTSB CYP1B1 CYP4F22 CYP7A1 CYP7B1 DACH1 DAPK1 DNAJC28 DPYS EGR2 ELN EMC4 EMX2OS EN1 ESRP1 EVI5L FAM169A FAM83F FAM90A13P FBXL8 FGF20 FGF5 FIGLA FNDC11 FOXB1 FOXH1 FOXN1 FZD9 GATA4 GGT6 GLI3 GP2 GRIA4 H6PD HAPLN3 HECTD1 HOXB2 HOXD12 IGLL1 IL34 IL36B IMMP2L INSM1 IQSEC2 IRX5 ITGB6 ITPRID2 KCNA5 KCNK1 KCNK4 KCNMB2 KEL KLHL26 KLHL33 KLRG2 KRTAP20-2 KY LAD1 LCA5L LIM2 LRRC10B LRRC26 LYNX1 MACROH2A1 MDM1 MED25 MEF2C METTL7B MMGT1 MMP16 MPL MRFAP1L1 MROH9 MRPS14 MUC15 MYADML2 MYT1 MYT1L NAALADL2 NHERF2 NMU NPVF NPY NR0B1 NR2F1 NWD2 NXPE4 OLIG2 OSBPL7 OTOR OXCT2 PARM1 PAX6 PCDH10 PCDHB12 PCNX2 PEMT PHYHIPL PKHD1 PLA2G2A PLCE1 PLCXD3 PLEKHB1 POU2F1 PQBP1 PRDM10-DT PRELP PRKAB1 PRKAG3 PRKG2 PRLR PRR32 PTPN20 PTPRG RAB27B RELN RHOF RREB1 RSPH4A SCD SCN7A SCRG1 SEMA3B SEMA4G SEPTIN3 SERPING1 SERTAD4 SGTB SLC10A1 SLC16A10 SLC34A1 SMARCA1 SMCO1 SMIM31 SMIM6 SMPD1 SOHLH1 SORCS2 SOX11 SRPX STAG3 SYNGR2 TANC2 TBC1D8 TCF21 TERF2IP TICAM1 TM4SF5 TMEM207 TRAM1 VPS28 WDR86 WSB2 WT1 ZBTB11-AS1 ZEB2 ZP2 ZSWIM4 GSE3565_CTRL_VS_LPS_INJECTED_DUSP1_KO_SPLENOCYTES_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3565_CTRL_VS_LPS_INJECTED_DUSP1_KO_SPLENOCYTES_DN ABCG1 ABLIM1 ACSF2 ACTN1 ADCK5 ADCY6 ADD3 AKAP13 ALS2CL AMPD1 ANKRD55 ARHGAP9 ART4 BICDL1 CAPRIN1 CARMIL2 CCDC28B CCR7 CCR9 CCT5 CD2AP CEP295NL CERS6 CHST15 CLASP2 CNR2 CNST CSNK1G1 CXXC5 DAG1 DAPL1 DGKA DKC1 DNMT3A DPH5 DUSP10 DUSP6 EEF1B2 EEF2 EGR2 EIF4A1 EIF4B ENG EPHX1 ETV3 EXT1 FAM3C FAM78A FANCC FCHSD2 FILIP1L FOXO1 GGT1 GPR146 GRAMD1A GRIA3 GRIFIN GRK6 GSTT2 GTF2I HDAC4 ID3 IDH2 IFNGR2 IFT80 IKBKE IKZF1 IKZF2 INPP4B INPP5F IRS2 ITGAE ITM2A JMJD1C KDM5A KLHDC2 LBH LEF1 LIPA LRRC42 LTB MAP4K2 MAP4K4 MARS2 MBD3 MDN1 MGST2 MPP1 MTHFD1L MTSS1 MYB MYC N4BP2 NEDD4L NLK NPC2 NRIP1 NSG2 PACSIN1 PATJ PCBP1 PDK1 PELI1 PIK3C2A PIK3IP1 PITPNM2 PLAC8 PLEKHG2 PLEKHO1 POLE2 PRKD2 PRPS2 RAB3IP RALGPS2 RAPGEF4 RAPGEF6 RETREG1 RHOH RNF114 RPF2 RPL18 RPL28 RPL36A RPS26 RPS6KA1 RRAS2 S100Z SATB1 SCMH1 SELL SESN1 SH3PXD2A SIDT1 SIPA1L1 SLC16A5 SMC4 SNRK SREBF2 SRM SSBP2 ST6GAL1 ST8SIA1 STT3B SYNCRIP TANC1 TBL1X TCF7 TCP11L2 TET1 TFRC TIMM9 TIMP2 TLR1 TMEM108 TMEM131 TMIE TOP2B TOX TREML2 TRERF1 TRIB2 TRIM25 TSPAN13 TTC3 UBE4B USP28 WDR26 WDR43 XKRX ZEB1 ZYG11B GSE3565_CTRL_VS_LPS_INJECTED_DUSP1_KO_SPLENOCYTES_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3565_CTRL_VS_LPS_INJECTED_DUSP1_KO_SPLENOCYTES_UP ABHD5 ADGRE5 AHNAK ALCAM ANXA1 ANXA2 AP1G2 AQP9 ARF6 ARHGAP18 ARL4C ARL4D ARRDC3 ARSB ATP2B1 ATP2B4 ATP6V0D2 ATXN1 B4GALT5 BCL2L1 BHLHE40 BORCS7 BSPRY CALM2 CCDC50 CCL5 CCR2 CD44 CD82 CERS4 CIPC CISH COBLL1 CRYBG1 CSF1R CTSD CTSW CX3CR1 CXCR6 CYFIP1 CYFIP2 CYP17A1 DAPK2 DIPK2A DKKL1 DMRTA1 DOCK5 DSTN EBPL EEA1 EHBP1L1 ELL2 EMP3 EPSTI1 ERN1 ERRFI1 ESM1 ETFB F2RL2 FCGR2B FRRS1 GABBR1 GALNT3 GGH GIMAP4 GIMAP6 GNA15 GNPTAB GNS GSAP GVINP1 GZMB GZMK GZMM H1-0 H2AZ1 HAVCR2 HCST HIP1 HLA-A ID2 IFNAR2 IFNG IKZF3 IL12RB2 IL15RA IL18R1 IL18RAP IL1RL1 IL2RA IL7R ITGA1 ITGA4 ITGAL ITGAX ITGB1 ITGB2 KCNJ8 KIF5C KLRC1 KLRC2 KLRC3 KLRK1 L1CAM LAIR1 LATS2 LGALS1 LGALS3 LPIN1 LRRK1 MAPKAPK3 MARS1 MINK1 MYADM MYLIP MYO1F MYO5A NBEAL2 NFKBIB NKG7 NRP1 NT5E OSBPL3 PCGF2 PFKP PIK3AP1 PIK3R5 PLEKHM3 PPT1 PRDM1 PRF1 PRKAR2A PROS1 PTGER4 PTGES3 PTPN13 PTPRE PTPRJ RAB39B RDM1 RGS1 RHBDF2 RIPK2 RNF216 RORA RPA2 RUNX2 S100A10 S100A6 S1PR5 SEMA4A SEMA4F SH2D1A SLAMF7 SLC2A3 SLC39A8 SLC4A7 SMPDL3B SMYD3 SNX10 SOAT2 SRCIN1 SRP68 STARD10 SYTL2 TASL TBX21 TMEM163 TMEM65 TNFRSF1B TNFSF14 TSPAN2 TTC39C TTC7B UBA6 VIM XDH XYLT1 ZDHHC2 ZEB2 ZFAND4 GSE3565_CTRL_VS_LPS_INJECTED_SPLENOCYTES_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3565_CTRL_VS_LPS_INJECTED_SPLENOCYTES_DN ABCG1 ABLIM1 ACSF2 ACTN1 ADAM11 ADD1 ADGRG5 ALS2CL AMPD1 ARHGAP9 BICDL1 CARMIL2 CCDC28B CCNE1 CCR7 CCR9 CCT5 CD27 CD2AP CD3D CD55 CD69 CD7 CHST15 CNP COX7A2L CTNNBL1 CTPS1 DAPL1 DDX21 DGKA DNMT3A DPH5 DPP4 DUSP10 DUSP6 EEF1B2 EEF2 EIF3G EIF4A1 EIF4B ELOVL5 ENTPD5 ETV3 EVL EXT1 EYA2 F2RL1 FAM3C FAM78A FASN FBL FCHSD2 FILIP1L FOXO1 GAR1 GNAS GPATCH4 GPR146 GPX1 GRK6 GSTT2 HOOK1 ICE2 ID3 IFNGR2 IFT80 IKBKE IL6ST INPP4B ITGAE ITM2A KBTBD11 KLF13 KLHDC2 KMT5B LBH LEF1 LIPA LTB LY6E MDN1 MGST2 MIF MTHFD1L MYB MYBBP1A MYC N4BP2 NCOA3 NEDD4L NME1 NONO NPC2 NSG2 NSMCE1 PACSIN1 PATJ PCBP1 PDK1 PELI1 PIGQ PIP4K2A PITPNM2 PLAC8 PLEKHA1 PLEKHO1 PRKD2 PRPS2 RAB3IP RACK1 RALGPS2 RAPGEF4 RAPGEF6 RCN3 RCSD1 RETREG1 RGS10 RHOH RNF144A RPL13 RPL18 RPL29 RPL36 RPL8 RPLP0 RPLP1 RPS10 RPS2 RPS26 RPS3 RRAS2 RTP4 SARAF SATB1 SELENOP SESN1 SESN3 SIDT1 SLAMF6 SLC11A2 SLC16A5 SMC1A SMC4 SNHG1 SSBP2 ST6GAL1 STAMBPL1 STT3B TANC1 TBL1X TCF20 TCF7 TET1 TEX9 TFRC TGFBR3 THG1L TLR1 TMEM131 TNFSF8 TOX TREML2 TRIB2 TRIM59 TSPAN13 UBALD1 USP28 USP53 VARS1 VASP WDR26 WDR43 ZNHIT6 ZYG11B GSE3565_CTRL_VS_LPS_INJECTED_SPLENOCYTES_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3565_CTRL_VS_LPS_INJECTED_SPLENOCYTES_UP AAK1 AHNAK ALCAM ANKS3 ANXA1 ANXA2 ARHGAP18 ARMC7 ATP2B1 ATP2B4 ATP6V0D2 ATXN1 B4GALT5 BCL2L1 BHLHE40 BMPR1A BORCS7 CALM2 CCDC146 CCDC50 CCL5 CCR2 CD226 CD44 CD48 CD80 CFAP126 CHIC1 CHPT1 CISH CLDN20 CLIC4 CMKLR1 COBLL1 CORO2A CTSD CX3CR1 CXCR6 CYFIP1 CYP17A1 DAPK2 DGKH DIPK2A DMRTA1 DOCK5 DUSP3 EBPL EEA1 EHBP1L1 ELL2 EMP1 EMP3 ENTPD1 ERN1 ESM1 F2RL2 FCGR2B GABBR1 GALNT3 GNA15 GNPTAB GPRIN3 GSAP GVINP1 GZMK GZMM H2AZ1 HAVCR2 HCST HDHD5 HIP1 HLA-A HOPX ID2 IFNG IL12RB2 IL15 IL18R1 IL18RAP IL1RL1 IL2RA IL7R ITGA1 ITGA4 ITGAL ITGAM ITGAX ITGB1 ITGB2 KCNJ8 KIF5C KLRC2 KLRC3 KLRK1 L1CAM LAIR1 LATS2 LGALS3 LITAF LONRF3 LPIN1 LRRK1 MAPKAPK3 MARCHF3 MEF2A MYADM MYLIP MYO1F MYO5A NDNF NEBL NKG7 NRBP1 NRP1 NSD2 NT5E OSBPL3 OSTF1 PCGF2 PCYT1A PFKP PIK3AP1 PIK3CG PIK3R5 PLEKHM3 POLK PPT1 PRDM1 PRDX4 PRF1 PRKAR2A PTPN13 PTPN22 PTPRJ RGS1 RNF19B RNF216 RORA RPA2 RUNX1 RUNX2 S100A10 S100A6 S1PR5 SEMA4F SH3BGRL SLC20A1 SLC2A3 SLC4A7 SLCO3A1 SMAD3 SMPDL3B SMYD1 SNX10 SOAT2 SOS2 SPN SRCIN1 SRP68 STARD10 SYTL2 TASL TBX21 TEF TMEM163 TNFRSF1B TSPAN2 TTC39B TTC39C TTC7B TUG1 UBA6 UBXN2B UPK1A XDH ZDHHC2 ZEB2 ZFAND4 GSE3565_DUSP1_VS_WT_SPLENOCYTES_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3565_DUSP1_VS_WT_SPLENOCYTES_DN ABLIM1 ACSF2 ACTN1 ACVR1B ADD1 ADD3 ADGRG5 AMPD1 ARHGAP9 ARHGEF1 BICDL1 CARMIL2 CCDC28B CCNE1 CCR9 CCT5 CD27 CD2AP CD3D CD69 CD7 CMAHP CNP CTNNBL1 DAPL1 DDX21 DGKA DNMT3A DPH5 DPP4 DUSP10 DUSP6 DZIP1 EEF1B2 EEF2 EIF4A1 EIF4B EIF4G1 ETV3 EVL EXT1 EYA2 F2RL1 FAM78A FBL FCHSD2 FILIP1L FOXO1 GDF10 GNAS GNL3 GPATCH4 GPR146 GRK6 GSTT2 HDAC4 HDAC7 HOOK1 ID3 IDH2 IFNGR2 IFT80 IKBKE IKZF1 IL6ST ING1 INPP4B ITGAE ITPKB KAT2A KBTBD11 KLHDC2 LBH LEF1 LRRC42 LTB MAP4K4 MBNL2 MDN1 MGST2 MPP1 MTHFD1L MTSS1 MYB MYBBP1A MYC N4BP2 NME1 NOP58 NPC2 NSG2 PACSIN1 PATJ PCBP1 PCCB PDK1 PELI1 PIGQ PIK3C2A PIP4K2A PITPNM2 PLAC8 PLEKHO1 PPAT PRKD2 PTBP1 QTRT1 RAB3IP RABGGTB RALGPS2 RAPGEF4 RAPGEF6 RASA2 RBM38 RCN3 RGS10 RHOH RNF144A RNF213 RPL18 RPL22 RPL31 RPL36 RPL36A RPL8 RPLP0 RPS10 RPS19 RPS26 RPS3 RPS6KA1 RRAS2 RTP4 SATB1 SELENOP SELL SESN3 SH3PXD2A SHISA5 SHMT2 SIDT1 SIPA1L1 SLAMF6 SLC14A1 SLC16A5 SMC4 SNHG1 SREBF2 SRF ST6GAL1 ST8SIA1 STT3B TANC1 TBL1X TCF12 TCF20 TCF7 TCP11L2 TET1 TFRC TIMM9 TIMP2 TLR1 TMEM131 TNFSF8 TOP2B TOX TREML2 TRIB2 TRIM25 TSPAN13 TUBB2A UBE4B USF2 USP28 VIPR1 WDR12 XRCC6 ZNF512B GSE3565_DUSP1_VS_WT_SPLENOCYTES_POST_LPS_INJECTION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3565_DUSP1_VS_WT_SPLENOCYTES_POST_LPS_INJECTION_DN ABHD12 ACSL4 ADAP2 AFAP1 AGTR1 AHNAK AICDA AKAP4 ANKRD33 ANXA1 ARHGAP24 ARSB ART3 ATP2A3 BICD1 C18orf32 CACNA1I CALM2 CAPN2 CASR CBR1 CCDC105 CCDC25 CCL4 CCPG1 CD2 CD33 CES2 CHIT1 CIR1 CLEC18A CNIH4 CNN3 COBLL1 CSF1R CSPG4BP CTU2 CX3CR1 CYTH4 DAPP1 DCT DGKH DOCK5 EDN2 EFNB1 EGF EIF4E EMP3 EPHA4 F13A1 FBXO36 FBXO40 FCGR2B FOXN4 FRY FSCN2 FZD1 GATD3 GP9 GPR45 GSAP H2BL1P HAVCR2 HOXB6 IL1RL1 IL25 IL2RA IRF4 ITM2B ITSN1 KCNH7 KCNJ8 KCTD14 KIF26B KLF13 KLRG1 LAG3 LAMC1 LCN12 LGALS1 LGALS3 LINC-PINT LPCAT1 LRAT LRRC56 LRRC8A MED20 MEOX2 MIR208A MT4 MYH7B MYL6B MYLK4 MYOM2 NADSYN1 NAGPA NBAS NELFE NLRP6 NMNAT3 NOTO NRN1L OGFOD2 OSBPL3 OVOL1 PAFAH2 PAX1 PCDH12 PEX6 PIDD1 PLA2G10 PLOD1 PTCD2 PTGS1 PTK7 PTMS RAB8B RAP2A RASAL2 RDH10 REEP5 RNASEK RNF148 RORA RRBP1 S100A11 S1PR5 SAP18 SHISA6 SLC15A3 SLC30A2 SLC37A2 SLC6A18 SPATA16 SPTLC2 SRCIN1 SRPRB STARD10 STON2 STX4 SUSD1 SYPL1 TAF13 TCN2 TEX14 TGFBR3 TLCD3B TMEM163 TMPRSS5 TNIP3 TPM3 TPMT TRPM3 TSPAN2 USP3 VHL VPS8 ZMIZ1 GSE3565_DUSP1_VS_WT_SPLENOCYTES_POST_LPS_INJECTION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3565_DUSP1_VS_WT_SPLENOCYTES_POST_LPS_INJECTION_UP ABLIM1 ACTN1 ADAM19 ADGRL3 AEN AFP AGPAT5 AHCY AKAP10 AKAP13 AKAP9 ARHGAP9 ARHGEF1 ASB15 ATP11B ATP5F1C BICDL1 BRD4 BTLA CBL CCDC162P CCNL2 CCR7 CDH1 CDK5RAP1 CIAO2A CLDND1 CLEC2D COMMD2 CSNK1E CSNK1G1 CSNK1G3 DAPL1 DDX3Y DKC1 EEF1B2 EIF3H EIF3J EMD ERAP1 ETNK1 FAAH FAN1 FCHSD2 FRMD8 GLUD1 GNL3 GPHN GPR15 GSTP1 HNRNPU HSPA9 HTATSF1 IFRD2 IKBKE IL2 IL6ST INPP4B INSR INTS1 IPO4 LTV1 LYST MAGOHB MDN1 MIPEP MRE11 MRPS36 MTHFD1 MYB MYC MYOZ1 NCOA6 NEDD4L NEFH NEURL3 NFATC2IP NIFK NMD3 NPM1 NSG2 NUP155 NUP160 NXPE1 PA2G4 PARP8 PATJ PDK1 PDS5B PGF PHF12 PIM2 PLCB2 PLEKHA1 POLE2 POLR1F POLR3E PPP1R3C PPP4R3B PRDX6 PRMT3 PRPS2 PURB RAPGEF6 RCL1 RCN3 RETREG1 RLIM RNF144A RPL10A RPL13 RPL17 RPL18 RPL19 RPL23A RPL24 RPL27 RPL29 RPL32 RPL35A RPL36 RPL36A RPL8 RPLP0 RPLP1 RPS10 RPS15 RPS15A RPS2 RPS20 RPS26 RPS5 SCAPER SEC61A2 SELL SIDT1 SND1 SNRK SOCS3 SPINK8 SRM SSBP2 SZT2 TAF1D TASOR2 TENT5A THADA THUMPD2 TLR1 TLR6 TMEM154 TMEM38B TNFAIP8 TNFSF8 TRAF1 TREML2 TSEN2 TTC13 TTLL12 U2AF2 UTP4 VPS13A WDR77 XCL1 ZSCAN12 GSE3565_DUSP1_VS_WT_SPLENOCYTES_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3565_DUSP1_VS_WT_SPLENOCYTES_UP ADGRE5 AHNAK ALCAM ANXA1 ARHGAP18 ARHGEF12 ARL15 ARL4C ARRDC3 ARSB ATOH1 ATP2B4 ATXN1 BCL2L1 BHLHE40 CADM3 CALM2 CCDC146 CCDC50 CCL4 CCL5 CCR2 CD226 CD44 CDC20B CDHR1 CERS4 CHIC1 CHPT1 CMKLR1 COBLL1 CORO2A CTSD CX3CR1 CXCR6 CYFIP1 CYP17A1 CYRIA CYTH4 DAPK2 DCLRE1A DOCK5 EBPL EEA1 EHBP1L1 ELL2 EMP1 EMP3 ERN1 ESM1 F2RL2 FCGR2B FGL2 FIBP FRRS1 GABBR1 GIMAP4 GNA15 GNGT1 GNPTAB GPHN GPRIN3 GSAP GSPT2 GVINP1 GZMK H2AZ1 HAVCR2 HDHD5 HIP1 HOPX ID2 IFNAR2 IFNG IKZF3 IL12RB2 IL18R1 IL18RAP IL1RL1 IL2RA ITGA1 ITGA4 ITGAL ITGAM ITGAX ITGB1 ITGB2 KCNJ8 KIF5C KLRC2 KLRC3 KLRK1 L1CAM LAIR1 LATS2 LGALS3 LONRF3 LPIN1 LRRK1 MICAL2 MIR202 MLKL MMP25 MOSPD1 MS4A4A MYADM MYO1F MYO5A NEBL NFIL3 NKG7 NRP1 OSBPL3 PCGF2 PFKP PIK3CG PLEKHM3 POLK PPT1 PRDM1 PRF1 PROS1 PTBP2 PTPRJ RAP1B RDM1 RGS1 RHBDF2 RNF216 RORA RPA2 RPL39L RSU1 RUNX2 SEMA4F SEPTIN10 SLC2A3 SLC33A1 SMPDL3B SMYD1 SNX10 SOAT2 SRCIN1 STARD10 TBX21 TEF TMEM163 TMEM37 TMEM65 TNFRSF1B TOB2 TRIM46 TSPAN2 TTC39B TTC39C TTC7B VIM WDR49 XDH XYLT1 ZC3H7A ZDHHC2 ZEB2 GSE35685_CD34POS_CD10NEG_CD62LPOS_VS_CD34POS_CD10POS_BONE_MARROW_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE35685_CD34POS_CD10NEG_CD62LPOS_VS_CD34POS_CD10POS_BONE_MARROW_DN ABHD16A ADA ADAM9 AGFG1 ALDH1A1 ALKBH5 AMOTL2 AP1B1 AP2A2 APAF1 ARFIP2 ASAP1 ASL ATF6 ATP6V0A1 ATP6V0C B4GALT3 BCL3 BMP2K BOLA3 BZW2 C11orf16 C9orf72 CASP1 CASP4 CASP6 CCL13 CCL2 CCL22 CCL4 CCL7 CCR1 CD244 CD53 CD86 CEBPD CH25H CHD7 CMTM6 CNN3 COCH CSF2RB CTSC CWF19L1 CXCL10 DAB2 DUSP16 EDNRB EIF1AY ENG ENPP1 ENSA EPAS1 FABP5 FARSA FCGR1A FCGR2B FGL2 FH FLOT2 FOXB1 FZD3 GAB1 GADD45G GBP2 GBP4 GBP7 GCNT2 GJA1 HMOX1 HOXA1 HSD17B10 HSPA5 HSPA8 HTT IER3 IFIT2 IFITM3 IKZF1 IL13RA1 IL15RA IL18BP IL4R INPP5B IRF1 IRGM ISG15 IST1 ITGB1BP1 ITPKB ITSN1 JAK3 JARID2 JUN KCNJ6 KDR KIF3A KRT25 KRTCAP2 LCP2 LGALS8 LGALS9B LITAF LTB4R LY6E MAFB MANF MAP3K2 MAP3K8 MAP4K4 MARCHF5 MCOLN2 MGAT1 MIDN MIF MLX MORF4L2 MPHOSPH10 MX2 MXD1 MYD88 NABP1 NAMPT NDEL1 NDRG1 NFKBIZ NID1 NPPC NSF NSMCE1 OSBPL11 PIK3R1 PIM1 PLA2G4A PLSCR1 PML PNP PNPT1 PRAF2 PROS1 PRSS58 PSMB10 PSMB9 PTPN1 RAB11FIP5 RAB1A RAB3IL1 RAB4B RAB5C RAB8B RIOK1 RUNX2 RWDD4 SEC16A SELP SEMA3E SF3A1 SKAP2 SLC11A2 SLC12A7 SLC35B1 SLC41A1 SLC44A2 SLFN12L SNAP25 SNRPA SNX1 SNX6 SOCS1 ST6GALNAC4 STAT1 STAT3 STAT5A STX12 SUSD6 TAP1 TBC1D14 TGFBI TIMM10B TIMP1 TINF2 TLE3 TLK2 TLR6 TM2D2 TNFAIP8 TNFRSF1A TPST1 TSPAN13 TSPAN9 TSPO TWF1 UBE2K UNC13B VCAN VMP1 VRK3 ZFAND5 ZFP36 ZNF281 GSE35685_CD34POS_CD10NEG_CD62LPOS_VS_CD34POS_CD10POS_BONE_MARROW_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE35685_CD34POS_CD10NEG_CD62LPOS_VS_CD34POS_CD10POS_BONE_MARROW_UP ACLY ACOT13 ACTN1 ADAM8 ADSS1 ADSS2 AHNAK ALDH2 ALDH9A1 ANKH ANTKMT AP1AR AP5S1 APLP2 AQP8 ARHGAP39 ARMC10 ARRB1 ASPM BCL2L10 BRI3 CAB39 CADM1 CAPN2 CAPN7 CARD19 CASP9 CD14 CD68 CEACAM21 CKB CLN6 CMAS CORO1A CPT1A CRIP1 CRYBG1 CSNK1E CSNK2B CTPS2 CUEDC1 CXCL3 DAG1 DEGS1 DENND4C DICER1 DNAJB4 DNASE1L1 DRG1 DSTN EIF3L FADS1 FAM20C FBXO21 FBXO45 FLNB FOS FRYL FUT8 GABARAPL2 GCLC GCSH GIPC2 GLCE GLUD1 GNA12 GOLM1 GPX4 GRSF1 GSTO1 H6PD HADH HAL HCFC1 HHEX HMGA2 HNRNPH1 HSPA1B IDH3G IGF1 IKBIP INCENP ISYNA1 IVNS1ABP KANSL2 KCTD10 KIF22 KIF23 LAMTOR2 LIN9 LPL LRBA LRWD1 MAGED1 MAPK14 MBNL1 MBP MDM2 MEPCE MFHAS1 MID1IP1 MLEC MLH1 MRPL17 MRPL42 MSH2 MYADM MYCBP2 NAP1L1 NBEAL2 NCOR2 NDFIP1 NDUFA8 NEDD9 NFIC NFYA NINJ1 NPC1 NRP1 PARP1 PCK2 PCMT1 PCYT1A PDCL3 PDE6D PDHA2 PHTF2 PIGQ PJA1 PMP22 PON2 PPP1R21 PRKAG1 PRKAR2A PRKCB PRKCD PTCD3 PTPN22 PTPRA QDPR RAD50 RALBP1 RASA3 RCC2 RELL1 RETREG1 RGS14 RMND5A RNF166 RPL36 RPL6 RPS18 RPS6KA2 RRAGC RTN4 S100A8 SAP30 SERPINB6 SIGMAR1 SLC27A1 SLC35E4 SLC44A1 SLC6A12 SLC6A8 SLMAP SLU7 SMAD6 SMS SPDL1 SPTSSA SQSTM1 ST3GAL5 STRBP STX2 SUCLG2 TALDO1 TEN1 TKT TMBIM1 TMEM131 TNFRSF21 TNIP1 TNRC6A TRIM28 TRIM47 TRPV2 TSC22D1 TTC3 UBL3 UROD USE1 USP48 VAPB VPS37B WDR6 YWHAH ZFP36L2 ZNF362 ZNF688 ZSCAN21 GSE35685_CD34POS_CD38NEG_VS_CD34POS_CD10NEG_CD62LPOS_BONE_MARROW_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE35685_CD34POS_CD38NEG_VS_CD34POS_CD10NEG_CD62LPOS_BONE_MARROW_DN AATK ABCF3 ADA ADRA2C ALDH1A1 ALDOB ALKBH5 AP1B1 AP2A1 AP2A2 AP2M1 APBA3 ARFIP2 ARNT ASAP1 ASL ATG4B ATP6V0C BAG6 BAK1 BEX1 BMP2K BRD3 BRS3 C11orf16 C9orf72 CAMK2B CASQ2 CD22 CDCP1 CELSR1 CER1 CFB CHCHD10 CLCN1 CLEC16A CLPX CNN3 COPS7B COX4I1 CSNK1D CTSC CTSH CYP4A11 DALRD3 DHH DNAJC5 DNM2 DSG2 DYNC1I1 EDNRB EFNA4 ELK3 ENPP1 ENTPD7 EPHA8 EPHB2 ESRRA F3 FABP5 FBXL15 FBXO6 FCGR1A FCGR2B FERMT2 FGL2 FH GAPDH GAS1 GATA1 GON4L GRAMD2B GRINA HBE1 HMOX1 HOXC5 HSD3B1 HTT IFITM3 IFNAR1 IGFBP6 IL13RA1 IL18BP IL5 IMMT ITPKB ITPR1 ITSN1 JAK3 JARID2 KCNAB3 KCNC1 KCNJ6 KIF3A KLHDC4 KRT12 KRT13 KRT81 LIFR LPP LRP10 LTB4R LY6E MANF MAP1S MAP3K2 MATN1 METTL7A MGAT1 MKNK1 MLX MOV10 MPP7 MRPL41 MRPL49 MTMR10 MUC1 MXD1 MYL11 MYT1 NABP1 NDRG1 NECTIN2 NEUROG1 NKIRAS1 NKX2-6 NMBR NMU NPPC NRTN NSF NSMCE1 NTF3 OSBPL11 PACSIN1 PARD6A PHLDB2 PIP5K1B PNPO POP4 PRDM5 PSMB9 PSME2 PTCD2 PTGDR2 PTGER1 PTPRE RAB11FIP5 RAB3IL1 RAB4B RAB8B RABGGTA RAI1 RESP18 RHOB RHOG RNPEP ROR1 RREB1 RWDD4 SDC4 SEC24C SEC61A1 SF3A1 SH3GL1 SLC25A48 SLC31A1 SLC35B1 SLC6A2 SNRPA SNX1 SNX6 SOAT1 SOAT2 SPHK2 SSBP4 STAC STAT3 STAT5A STAT5B TCAP TFF1 TGFBI TIMP1 TLR6 TM2D2 TMEFF2 TMEM214 TNFAIP8 TNFRSF11A TNFSF11 TPSB2 TRIM46 TSPO URM1 VWA7 WDR20 WDR46 WNT10B ZNF799 GSE35685_CD34POS_CD38NEG_VS_CD34POS_CD10NEG_CD62LPOS_BONE_MARROW_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE35685_CD34POS_CD38NEG_VS_CD34POS_CD10NEG_CD62LPOS_BONE_MARROW_UP ACADM ACOT9 ACTN1 ACYP2 ADCY9 ADD1 ADSS1 ADSS2 AHNAK ALDH2 ALDH9A1 ANAPC5 ANKRD28 ANXA1 AP1AR APBB2 APLP2 ARIH2 ARL1 ARL5A ATAD1 ATP1B3 ATP5F1E BCL10 BCL3 BMP5 BRD4 C4B CAB39 CADM1 CALCRL CAPN2 CAPN7 CARD19 CD14 CD47 CD83 CD9 CEBPD CHD7 CKB CLCN4 CLEC4D CMAS COPRS COX17 COX6A1 CPT1A CRIP1 CRYBG1 CTNNB1 CUEDC1 CUL3 CYB5A DAG1 DDB1 DEGS1 DENND4C DNASE1L1 DNMT3A DOCK2 DR1 DRG1 DUSP16 EIF1 EIF2D EIF3L EIF4EBP2 EMP1 EMP3 FBXO45 FNBP4 FUT8 GABARAPL2 GCH1 GCSH GLCE GLUD1 GNAI1 GNAQ GSTO1 H6PD HADH HDAC2 HMGA2 HNRNPH1 IDH3G IGF1 IL15 IQGAP1 IRAG2 KCTD20 LAMB3 LIMS4 LMO2 LPL LRBA LSM14A LXN MACIR MAP3K3 MATR3 MBNL1 MECR MFF MFHAS1 MKI67 MPEG1 MRPL42 MRPS11 MRPS21 MRPS36 MTDH MYADM MYCBP2 MYO5A NAV2 NAXE NDFIP1 NDUFA6 NEDD4L NFKB1 NFKBIZ NONO NPM1 OAT PELI1 PGRMC1 PJA1 PLEC PMP22 PON2 PPP1R21 PPP2CB PRDX1 PRDX4 PRKCH PRPF38B PTCD3 PTPN22 PTPRA QDPR RAB18 RASA3 RELL1 RERE RETREG1 RGS10 RNF166 RPL10 RPL36 RPL36A RPL6 RPS18 RPS26 RPS5 RTN4 SAP30 SERPINB6 SLC27A1 SLC6A8 SLMAP SLU7 SMAP1 SNRNP25 SNX14 SNX4 SPECC1 SPTAN1 SPTSSA SQSTM1 SRP14 SRP9 ST3GAL5 STAM STMP1 TACC3 TALDO1 TMBIM1 TMEM131 TPRG1L TRA2B TRAF6 TSG101 TTC17 TTC3 TXNRD1 UBL3 UNC119 UQCR11 USE1 VBP1 VCL VPS41 WDR6 WNK1 YWHAH ZCRB1 ZNF281 ZSCAN21 GSE35685_CD34POS_CD38NEG_VS_CD34POS_CD10POS_BONE_MARROW_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE35685_CD34POS_CD38NEG_VS_CD34POS_CD10POS_BONE_MARROW_DN ADAM9 AFF1 AGFG1 AHR ANKRD17 APAF1 ARHGEF3 ATF6 B4GALT3 BACH1 BCL3 BID BMP2K BUD31 BZW2 CAPN2 CASP1 CASP4 CASP6 CCL13 CCL2 CCL4 CCL7 CCR1 CCR5 CD83 CD86 CDKN2D CEBPD CH25H CHD7 CHMP4B CLDND1 CSF2RB CUL2 CXCL10 CYRIB DAB2 DCAF13 DCK DDX24 DNTTIP2 DR1 DUSP16 EDF1 EIF1AY ETNK1 FBXL5 FCGR1A FCGR2B FGL2 FH FLOT2 FNDC3A FOXB1 GAB1 GADD45A GADD45G GBP2 GBP4 GBP7 GCH1 GCLM GCNT2 GJA1 GK GRK6 GUCA1A HERC4 HK2 HSPA8 ID1 IER3 IFI35 IFIH1 IFIT2 IL13RA1 IL15 IL17RA IL4R ILRUN INPP5B IRF1 IRF8 IRF9 IRGM ISG15 JAK1 JAK2 JUN KCNK1 LARP1 LCP2 LGALS9B LITAF LTV1 LYN MACIR MAP3K3 MAP3K8 MARCHF5 MCOLN2 MIDN MT1E MT2A MTERF3 MYD88 NAA38 NAMPT NDRG1 NDUFB10 NFKB1 NFKBIA NFKBIZ NOCT NOP58 NR3C1 NSMCE1 NUP54 OXCT1 PAK1IP1 PCGF5 PELI1 PFKP PIM1 PLA2G4A PLSCR1 PML PMS2 PNP PNPT1 PPRC1 PSMB9 PSMC3 PTPN1 RAB3IL1 RAB5C RARS1 RBMXL1 RERE RHBDL3 RIOK3 RMDN3 RNF149 RNF19B RNF34 RPL7 RRBP1 SELP SERTAD1 SGCB SLC12A7 SLC2A1 SLC41A1 SLFN12 SOCS1 SOCS2 SPTLC2 ST3GAL4 ST6GALNAC4 STAM STAT3 STX12 SUSD6 TAP1 TBC1D14 TEC TGFBI TIMM10B TIMP1 TIPARP TIRAP TLE3 TM2D2 TMEM167A TNFRSF1A TNFSF9 TOR1AIP2 TOR3A TPST1 TRAF6 TRAFD1 TRIR TRPC1 TXNRD1 UBALD2 UBXN4 UBXN8 UGCG UNC13B USP18 VCAN VMP1 VTA1 YWHAG ZCRB1 ZFAND5 ZFP36 ZNF281 ZNFX1 GSE35685_CD34POS_CD38NEG_VS_CD34POS_CD10POS_BONE_MARROW_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE35685_CD34POS_CD38NEG_VS_CD34POS_CD10POS_BONE_MARROW_UP AATK ABCB10 ABCC1 ADRA2C ALDH2 AP2B1 AP5S1 AQP8 ARHGAP39 ATG4B BCL2L2 BMAL1 BSCL2 BTG2 CA8 CASP9 CCDC93 CCNE1 CD160 CD300C CIPC CKAP4 CLCA1 CLEC11A CMAS COL22A1 COL4A1 COPS7B CRABP2 CSNK1E CX3CR1 CYP3A4 CYP7A1 DAGLB DCN DIDO1 DNAJB4 DNASE1L2 EEF1A2 EIF4B ELOVL3 ELP3 ENTPD7 EPHX1 ERCC1 ERF F3 FAM50B FBXO15 FBXW4 FCER1A FOS FOXO3 FRAT1 FST GABBR1 GFM2 GNA11 GNPDA1 GOLGA5 GPN3 GPR143 GRIN2D GTF2I HBE1 HCN1 HMOX1 HSD3B1 HUS1 IDH2 IKBIP IL10RA IL10RB IL12A IL16 KANSL2 KDM3A KIAA1522 KIF22 KLHL21 KLHL24 KRTAP8-1 LIN9 LPCAT1 LPIN1 LRRC23 LRWD1 LYL1 MAEA MAGED1 MAP3K12 MAPK14 MATN1 MBP MCEE MDM2 MEPCE MERTK METTL17 MKNK2 MOGS MRPL15 MRPL41 MRTFA MYORG NBEAL2 NELFA NFIC NINJ1 NIPSNAP1 NKX1-2 NMBR NSDHL NSMF NUP50 OSBP PARD6A PARP1 PDLIM7 PEF1 PEG3 PHC1 PHF12 PLEKHO1 PLP2 PNRC1 POLR2I PPARG PPY PRKAG1 PRKAR2A PRKCD PRKCE PRKCZ PRPSAP2 PTPN22 PTPRE RALBP1 RASD1 RASGRP1 RBM38 REL RGS14 RHOB RHOG RMND5A RREB1 RSRP1 RXRB SEC61A2 SESN1 SFRP1 SFTPB SGTA SH3BP2 SIGLEC1 SLC22A2 SLC25A20 SLC25A39 SLC25A44 SLC27A1 SLC2A8 SLC38A5 SLC52A2 SLC6A12 SLC6A8 SMIM20 SNAPC2 ST3GAL5 SUN2 TAF8 TECTA TGIF1 THBS1 TMEM37 TNC TNFRSF11A TNIP1 TPPP3 TSC22D1 TSPAN6 TUSC2 TWF2 TYRO3 TYSND1 UQCC5 URM1 VIM VPS37B YPEL3 ZBTB2 ZEB1 ZFAND2A ZFP36L2 ZFPM2 ZFTRAF1 ZNF653 ZNF740 ZNF808 GSE35825_IFNA_VS_IFNG_STIM_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE35825_IFNA_VS_IFNG_STIM_MACROPHAGE_DN ABCC4 ABHD17A ABLIM1 ADI1 ADISSP ADNP ADPGK AHRR AKAP1 AKAP8 ANKLE2 ARHGAP18 ARHGAP45 ARHGAP9 ATP8B2 ATRX BMP2K BPGM C15orf61 C16orf54 C2CD5 C5orf24 C5orf34 C8orf58 C9orf85 CALCOCO1 CARS2 CASP6 CBX3 CCDC117 CCDC134 CCDC97 CCR2 CCR9 CDC42SE1 CDH1 CDK20 CDKN2C CEACAM21 CEBPA CELF4 CENPI CERS5 CLEC10A CPPED1 CRISPLD2 CTNNA1 DENND1B DGKZ DKC1 DNA2 DNMT1 DPY19L1 EDEM3 EEF2K EHMT2 EIF4G3 EPS8 ERBB3 ERP29 FAM217B FBXO32 FOXP1 FOXRED2 FRY FUNDC1 GADD45A GATAD1 GCNT1 GMNN GNE GPR146 GPR180 GPR65 GRK6 GTF2A2 HASPIN HERC4 HES6 HPGD IDH2 IFNAR2 IL6R INPP4A INTS11 INTS6L IQGAP2 IRF2BP2 ITGAE KANSL2 KIF5A KLHL42 KLHL6 KLK10 KPNB1 L1CAM LRWD1 LTA4H MADD MANBA MAP2K5 MARCHF1 MATN2 MBNL1 ME2 MIA2 MIDEAS MMS19 MRPS26 MYBBP1A N4BP2L1 NAAA NCAPG2 NCS1 NET1 NFATC3 NFIC NOC4L NOP2 NUDT3 NUP153 OGT ORC4 OTULINL P2RY1 PACS2 PACSIN1 PAK1 PCM1 PELI2 PGM2L1 PHETA2 PIK3R2 PLPP2 POLR3GL PPP1R12C PPP1R8 PPT1 PRKD2 PTCD3 PTGER2 PTGER3 PTPRF PTPRS PUM2 PYCARD RASL11B RB1CC1 RBFA RFX7 RIOK1 RMND5A RMND5B RND3 RNF144B RNF167 RPS6KA1 RTN4RL1 SASH3 SCAP SCN3A SDAD1 SEPHS2 SETX SH2B2 SH2D5 SLC66A3 SNHG3 SNX2 SPOP SPTBN1 SSH2 ST3GAL4 STAMBPL1 STK17B STK26 TAF4 TCF12 TCP1 TEP1 TIAM1 TIFA TNFAIP8L2 TNKS2 TNRC6B TOR4A TRAF4 TVP23B TXNDC16 UBAC1 UCK2 URI1 WDR3 XPA YPEL3 ZBED4 ZDHHC14 ZFP36L2 ZMAT3 ZNRF3 GSE35825_IFNA_VS_IFNG_STIM_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE35825_IFNA_VS_IFNG_STIM_MACROPHAGE_UP ACOT9 ACSL1 ACVR1B ADAMTS7 ADHFE1 ANP32A APTX ARMCX1 ARMCX4 ATF3 ATOH1 ATP6V1E1 ATXN7L1 BATF BNIP3 BRD2 CALCRL CCNJ CCRL2 CD40 CD69 CERS6 CFB CFLAR CGREF1 CMPK2 COQ10B CRHR1 CWC15 CXCL10 CXCL2 CXCL3 CXCL9 DAAM1 DDX60 DENR DTX2 DUSP1 DUSP16 EDN1 EHD1 EIF1 EIF4EBP1 ELMO3 ERRFI1 ETS1 FBXO2 FLRT3 FNBP1L GBP2 GBP3 GBP4 GBP5 GBP6 GCH1 GINM1 GPD2 GPR35 GSAP HCAR2 HCK HEATR6 HERC5 HIF1A HIVEP2 IER3 IFI16 IFIT1 IFIT2 IFNAR2 IL1RN IL27 IRF7 IRGM JUNB KDM7A KLF7 KPNA3 KPNA4 KTN1 LIMD1 LRRK2 LYPD6B MAFG MBD1 MDM2 MET MMP13 MOB3B MTF2 MX1 MYADM NFKB1 NFKBIB NHERF1 NLRP3 NT5C3A OAS2 OSBPL3 OTUD7A PARP12 PARP14 PELI1 PFKL POLR2D POLR3D PPARGC1A PPP1CB PRELID2 PRPF38A PTPRE PVR RAB20 RAB38 RAB3IP RAP1B RASGRP1 REPS1 RFFL RIGI RNF149 RSAD2 RTP4 SAMSN1 SAP30 SERTAD1 SERTAD2 SH2B2 SH3TC1 SLC25A17 SLC2A1 SLC6A15 SLC7A2 SLCO3A1 SLFN5 SNX10 SOCS1 SPI1 SRFBP1 STAT1 STAT2 STK40 SUPT6H TAP1 TENT4A TES TMEM123 TNIP2 TOR1AIP2 TPBG TREX1 TRIM5 TTC39C UBE2Q2 VCAM1 VTA1 ZBP1 ZC3H12A ZC3H12C ZCCHC2 ZFAND5 ZFP36 ZYX GSE35825_UNTREATED_VS_IFNA_STIM_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE35825_UNTREATED_VS_IFNA_STIM_MACROPHAGE_DN ACVR1 ADAD1 ADORA2B AIM2 ALDH1B1 ANKS4B AP3B1 ATF3 ATOH1 ATP10A ATP9A ATP9B BATF2 BCO2 BRD2 CALML3 CD47 CD69 CEMIP2 CFLAR CHIC1 CHODL CMPK2 CRYBB3 CRYBG1 CXCL11 DAXX DBNL DDC DISP3 DNASE1L3 DTWD1 DTX2 EDN1 ENPP4 F11R FAM53C FAS FCGR1A FLNB FZD5 GBP4 GCH1 GCNT2 GGCT GLIS1 GNA13 GTF2F1 GYPC HCN2 HIF1A HIVEP2 HIVEP3 IFI16 IFI35 IFIT3 IL18BP IL1RN IL27 IL36G IL6 INSM2 IRF1 IRGM ISG15 ITGA5 ITPKB JAK2 KDR KLK9 KRTAP7-1 LIPG LRRC4 LYN LZTFL1 MAFK MALT1 MBD1 MDFIC MED7 MIER3 MIR455 MIR503 MRPL39 MRPL52 MYCL MYL1 NAB1 NDEL1 NECTIN4 NFKB2 NFKBIB NFKBIE NFKBIZ NGF NMI NOD2 NUDT13 OLR1 P4HA1 PAFAH1B2 PARP11 PARP12 PCGF5 PFKFB3 PGA5 PIK3R5 PLAGL2 PPP1R10 PPP1R15B PRKRIP1 PROCR RABGEF1 RGS14 RMDN3 RNF19B ROBO2 RRBP1 SAMHD1 SAMSN1 SAV1 SBDS SEC23B SEMA4C SERPINE1 SETDB2 SH3BP4 SIPA1L1 SLC23A2 SLC25A22 SLC30A4 SLCO3A1 SNW1 SNX10 SNX18 SOCS1 SOD2 SP110 SPINT2 SPRED1 SPSB1 SRGN STOML1 STXBP1 TAP1 TBC1D13 TGM2 TIMP1 TM4SF1 TMEM232 TNFAIP3 TNFAIP6 TNFRSF12A TNFSF15 TNFSF8 TPST1 TRAF1 TREX1 TRIOBP TRMT61B USP18 VPS37B WSB2 XAF1 ZBTB7A ZC3H12A ZC3H12C ZFAND5 ZNFX1 GSE35825_UNTREATED_VS_IFNA_STIM_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE35825_UNTREATED_VS_IFNA_STIM_MACROPHAGE_UP AAGAB ABCD4 ABL1 ACBD5 ACOT2 ACSS1 ADI1 ADIPOR2 ADO AGAP3 AKAP1 ANGEL2 ANKMY2 ANKRD10 ANKRD13D ARRB1 B3GNT8 BBS7 BTBD1 BTBD2 CCDC9 CD99L2 CEP57 CHKA CNPY3 CNTROB CORO1C CTNS DCAF4 DEAF1 DEPDC5 DHCR7 DHDH DLG4 DNAJC4 DNMT3A DPYSL2 DUSP22 EIF2AK3 ELF2 ELMO2 EMILIN1 ENGASE ENTPD4 F8A1 FADD FAHD1 FAM110A FAM117B FAM174A FAM78A FBXO31 FLI1 FNBP1 FOXRED2 GAB3 GALNT11 GBA2 GGA2 GNA11 GPR157 HDAC8 HS1BP3 ING2 INPP5D IRAG2 JOSD1 KCNK6 KDSR KLHDC2 KLHL22 KYAT1 LACTB2 LFNG LIFR LRP5 LRRK1 MAT2B MATN2 MAVS MAZ MBLAC2 MDP1 MED22 MFSD11 MICAL1 MID1IP1 MIGA1 MLH3 MPV17 MTMR12 MYO1F MYO7A NAPB NBEAL2 NCEH1 NEDD9 NRROS NSF NT5C2 NT5DC3 OIT3 ORC5 PAOX PAQR7 PCGF2 PGP PHF12 PHF7 PLA2G15 PNPO POLG2 PREX1 PRKCH PSRC1 RAB3D RAB3IL1 RALGPS2 RASA3 RASGRP3 RASSF3 RASSF7 RETREG3 RGS2 RIPOR1 RMND5A RXRA SESN1 SESN2 SETDB1 SETX SGPP1 SIPA1 SLC17A9 SLC25A30 SLC37A2 SLC45A4 SMAD5 SMAP2 SMC3 SNTB2 SPICE1 SSBP3 SUFU SUSD3 TAFAZZIN TARBP1 TBC1D14 TGFBRAP1 TMEM126B TMEM129 TMEM186 TMEM64 TMEM81 TMEM86A TPCN1 TPRA1 TRAPPC12 TRERF1 TRIAP1 TRIM65 TRMT2A TRUB1 TSEN2 TTC7A TWF2 UCK1 USP20 USP36 UVRAG VAMP1 ZBTB1 ZFAND2A GSE35825_UNTREATED_VS_IFNG_STIM_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE35825_UNTREATED_VS_IFNG_STIM_MACROPHAGE_DN ADAMTS10 ADIPOR1 AKT1 ANKRD54 AP1S2 AP2A2 AP3D1 APOBEC1 APPL2 ARHGAP45 ARHGEF1 ARL15 ASB13 ATF7IP ATMIN ATP10D ATP6V1A ATRX C2CD2 C3AR1 CELF2 CEP295NL CERK CERS5 CLTC CNPY4 CPEB1 CTDSP1 CUL4A CXCR4 DAGLB DEPDC5 DIS3L2 DOCK2 DOP1B EDEM1 EIF2AK3 ENGASE EPN1 ERP29 ETAA1 EXOC4 FAM110B FAM168B FAM76B FASN FBXL4 FCHO2 FMNL1 FNBP1 FOXN3 GABPB2 GAPVD1 GBA2 GGCX GLE1 GNAI2 GNS HDAC5 HPS4 IFT140 IGFBP4 INPP4A INTS6L IQSEC1 ITSN1 KIF16B KLHL6 LMBRD2 LMO2 MAN1B1 MAP3K1 MAP3K12 MBNL1 MEF2C MKNK2 MPP1 MSH3 MYO1F NBEAL2 NCOA1 NCOA3 NDST1 NDST2 NFATC2 NFXL1 NISCH NUTF2 OSBPL11 OTULINL PAG1 PANK1 PBX2 PGAP6 PHACTR2 PHF20 PHKA1 PI4KA PIP4K2A PJA2 PLA2G15 PLEKHF1 PPIP5K1 PPP3CA PREX1 PRPS2 PSME4 PTP4A2 PYGB RANBP9 RCBTB1 REEP3 RFC1 RGMB RGS2 RHOD RNF144B RNF157 RTN3 RXRA S100PBP SCAMP2 SCAMP5 SDCCAG8 SEC14L1 SEC16A SESN1 SETD2 SETX SFXN5 SIAE SIPA1 SIRPA SLC25A39 SLC38A9 SLC43A2 SLC44A2 SLC7A4 SNRK SNX29 SNX33 SNX5 SOAT1 SP3 SSBP3 ST6GAL1 SUMF1 TANC1 TBC1D22A TBC1D24 TBC1D25 TBC1D8 TBL1XR1 TCN2 TCTN3 TERF2 TFDP2 TGFBRAP1 TM9SF1 TMEM106A TMEM154 TMEM64 TNKS2 TPCN1 TRAPPC12 TTLL4 TTLL5 UBE4B UBR7 UPRT USP8 UVRAG VAV3 VPS13B WDR26 WDR91 XPR1 ZBTB14 ZDHHC14 ZFAND4 ZFHX3 GSE35825_UNTREATED_VS_IFNG_STIM_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE35825_UNTREATED_VS_IFNG_STIM_MACROPHAGE_UP AARS1 ABCC5 ACP5 ACTN1 ADAR ADM AGPAT4 AGRN AMPD3 AVPI1 B4GALT5 BATF2 BCL2A1 BCL2L14 BCL3 BIRC3 C3 CASP4 CAV1 CCDC88A CCL24 CCNG2 CD200 CD47 CD70 CD83 CDK17 CDKN1A CFLAR CHAC1 CHI3L1 CLEC6A CLIC4 CLN5 CMTR1 COL27A1 CSF3 CSNK1E CYBB DENND5A DLG5 DMKN DUSP5 DYRK2 EBI3 EHD3 ESD FABP3 FGD5 FILIP1L FOXP4 FRMD6 GBP4 GBP6 GCH1 GDF15 GNA13 GPR183 GRAMD2B GRHL1 GSR GTPBP1 HBEGF HCAR2 HILPDA HK2 HLA-B HMGCS1 HP HSH2D HSPA1B ID2 IFIT3 IFNG IFRD1 IFT57 IGSF6 IL1A IL1RN IL2 IRAK3 IRF7 IRF9 ITGA2B ITGA5 JAG1 JARID2 KALRN KIAA0040 KIF3C KPNA3 LAD1 LPIN2 MALT1 MAP3K8 MAP4 MARCHF5 MCOLN2 MED13L MESP1 MLLT6 MMP14 MREG MTMR12 NFKBIA NFKBIE NKX1-2 NLRC5 NOCT NR4A3 OCSTAMP OGFR OSGIN2 P4HA1 PARP9 PCNX1 PCYT1A PDPN PEDS1 PGPEP1 PIK3R5 PLA1A PLEK PLEKHF1 PLLP PLPP3 PML PNRC1 PRDX6 PROCR PSME2 PTGES PTGS2 PTPN12 PTPN2 PTPN23 PTPRJ RAB22A RAI14 RASA2 RASGEF1B RASSF8 RBPJ RC3H1 RCAN1 RELB RHBDF2 RHOF RILPL2 RNF19B RTP4 SAA1 SAMSN1 SEMA7A SERPINB2 SH3BP2 SLAMF7 SLC11A2 SLC16A3 SLC2A1 SLC2A6 SLC7A11 SLC7A2 SLFN5 SPRYD7 SPTLC3 STAP1 STAT1 STAT4 STK40 STX11 SYK SYNPO2 TENT2 TIMP3 TJP2 TMA16 TMEM151B TMEM178A TMEM39A TNFSF9 TOR1AIP2 TOR3A TPI1 TRAF5 TRIM21 TRIM5 TUBB6 UBE2E3 URM1 USP54 VAV3 VCAM1 VCL ZC3HAV1 ZCCHC2 ZMIZ2 ZNF131 ZNFX1 ZSWIM4 GSE36009_UNSTIM_VS_LPS_STIM_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36009_UNSTIM_VS_LPS_STIM_DC_DN ABCC1 ABRAXAS2 ACBD3 ACP2 ADO AKNA ANP32B ARFGAP2 ARFGAP3 ARHGAP30 ARHGEF7 ARMC7 ARRDC2 ATG16L2 ATOSA ATP6V0A1 ATP6V1C1 ATXN2 ATXN7L3B B3GNT8 BAHD1 BLCAP BMT2 C1GALT1 C5orf34 CACUL1 CAPN15 CCDC115 CCSAP CD28 CD44 CDK20 CEP57 CERK CHCHD4 CLEC4D CLN5 CLPX CNBP CPD CTDSP2 CTNS CYTH3 DCAF10 DLST DNAJB1 DUSP3 DYRK1A EEPD1 EGR2 EHBP1L1 ENTR1 ETF1 EXTL2 EYA3 FAM210A FAM76A FBXO28 FOXN2 FRMD6 GALNT6 GIT2 GPCPD1 GPR65 GPR85 GRAMD1A HBP1 HCLS1 HIVEP3 HMGB3 HYAL2 IFT57 JADE2 JDP2 KATNBL1 KLF16 KMT2E KPNA1 LENG1 LIG3 LMO4 LRRC75A LUC7L LYRM2 MAD2L1BP MAFG MAML1 MAP7D1 MED20 MEMO1 MEPCE METTL14 MEX3C MEX3D MICOS10 MID1IP1 MIEF1 MLLT6 MON2 MTA2 MTMR10 NCBP3 NFKB2 NIFK NOPCHAP1 OGT PAIP2 PEX10 PHAF1 PHRF1 PIK3CA PIK3CG PKNOX1 PMP22 PNN POLR2D POLR2M PPP1R12B PPP1R21 PPP2R1B PPP2R2D PPP4R2 PRELID3B PRKAB2 RABIF RARG RASSF8 RBL2 RBM5 RCSD1 RELB RHOG RNF113A RNF2 RNMT RPS19BP1 RSF1 SDHAF1 SEC14L1 SENP2 SERPINB8 SH3BP4 SH3TC1 SLBP SLC25A51 SLC38A2 SLC7A6 SMAD2 SPRING1 SRXN1 ST3GAL5 STK17B STK40 STMP1 STX5 STX6 SUPT20H SWAP70 TAB2 TAF2 TBC1D20 TERF1 TGFBR1 THAP11 THUMPD1 TMBIM1 TMCC1 TMEM119 TMEM199 TMEM263 TOB1 TOLLIP TOP1 TRAPPC10 TRIM33 TRMT2A TRMT5 TSC22D4 TSPAN14 TTC19 TTC32 TUBA4A TUSC2 TXNRD1 UBE2E3 UBXN7 ULK1 UTP4 WDR81 ZBTB11 ZBTB42 ZFYVE1 ZMYM2 ZNF229 ZNF24 ZNF274 ZNF383 ZNF574 ZNF639 ZSWIM4 GSE36009_UNSTIM_VS_LPS_STIM_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36009_UNSTIM_VS_LPS_STIM_DC_UP ABRAXAS1 ADAMTS16 ADAR AHR ALLC AMACR AMN1 APOBEC3B ARID4A ASTE1 ATF3 ATP23 ATP7A AUH BATF2 BATF3 BLOC1S6 BMF BMP2K BRME1 BST1 C19orf12 C8orf33 C9orf85 CALHM5 CALHM6 CAMKK1 CARD6 CASP7 CCNJ CCR1 CD274 CDC42SE2 CEMIP2 CHCT1 CHSY1 CIITA CNIH2 COL5A3 CRYAA CSGALNACT2 CXCL11 DAXX DCLRE1B DCUN1D1 DENR DEXI DNAAF10 DOP1A DPF3 DR1 DUSP9 EXTL3 F3 FAM174A FAM217B FAM241A FCGR3A FOXP2 GADD45G GBP4 GBP7 GCNT2 GDA GEMIN6 GOLGA3 GPAT3 GPR146 GPR18 GRM7 H2AC25 H3C14 HCAR2 IFITM3 IKZF2 IKZF4 IL10RA INPP5B IRF9 KIAA0040 KLF2 KRTAP12-2 KRTCAP3 KSR1 KYAT3 LAPTM4B LEFTY1 LFNG LHX2 LYPD2 MAFK MAJIN MB21D2 MBD4 MSRB2 MT1E MTG1 NAA25 NAAA NABP1 NAMPT NDRG1 NGDN NIPSNAP3A NLRC5 NMI NOC4L NOD1 NPPA NSD2 NSUN4 NTAQ1 NUAK2 OPN3 OR2S2 P2RY14 PAK1 PAQR3 PARP14 PARP3 PKIB PLA2G10 PLAAT5 PLEKHF1 PLEKHM1 PLOD3 PMEPA1 PMVK PNP PNPO POLG2 POLR1F PPA1 PPP1R3D PPP6R3 PSMA3 PSMB9 PSME1 PTPDC1 PTPN1 PTPN2 RAB19 RAB3IL1 RAB9A RAI14 RAMP3 RAP2C RAPGEF6 RBCK1 RBM43 RIC8A RNF114 RNF217 RNF34 SAMHD1 SGCB SLAMF8 SLC26A2 SLC5A6 SLFN12 SLFN13 SNRPD3 SPHK1 SPIN4 STAT1 STAT2 STAT3 STING1 STK38L STX7 TAF4B TAGAP TAP1 TAPBPL TCEANC2 TIGAR TNFRSF1A TNFSF10 TPPP3 TRAF3IP2 TRAF5 TRIM14 TRIM34 TRPC4 UBTD1 UGT2B15 VGLL4 WDHD1 ZBP1 ZBTB5 ZFP14 ZNF141 ZNF287 ZNF365 ZNF398 ZNF446 ZNF490 ZNF608 ZSCAN2 ZYX GSE36009_UNSTIM_VS_LPS_STIM_NLRP10_KO_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36009_UNSTIM_VS_LPS_STIM_NLRP10_KO_DC_DN ABHD11 ACACA ACBD3 ADI1 ADRA2C AGA AK2 AKIP1 AKR7A2 ANKRD11 ANKRD23 ARFRP1 ARID2 ATF4 ATP11C ATP5MC2 ATP6AP1 BARHL2 BAZ1A BCAT2 BCL2A1 BCLAF1 BDH1 C1orf122 CCDC91 CCND1 CCNT2 CCT8L2 CD2AP CD44 CDK6 CDKL3 CHEK1 CHURC1 CIAO3 CLDN19 CLEC10A CLK4 CNIH1 CNOT8 CPNE1 CRYBG1 CXXC1 DDX46 DIPK1A DNAJA1 DNASE1 DRC1 EARS2 ECPAS EID2 EIF4A2 ERCC3 ERN1 ETNK1 EXOSC1 EYA2 FASTKD1 FGF7 FHIP1B FHOD3 FMR1 FOLR2 FOXK1 FXYD7 FYB1 GINM1 GPATCH4 GPN1 GPN3 GPRC5C GRWD1 H2BC18 HIPK1 HSPA9 IARS1 IFIT3 IL31RA KAT14 KCNQ1OT1 KCTD3 KIF3A KLK8 LAPTM5 LHCGR LHFPL3 LIMS4 LMO1 LRIG1 LRRC75B LYAR MACROH2A1 MAK16 MAMDC4 MATN4 MESD METTL7A MMUT MRPL12 MRPL19 MRPL28 MRPL47 MRPS34 MSMB MTHFD2 MVK NDOR1 NDUFAF4 NECAP1 NELFB NEMF NEURL4 NFE2L2 NOB1 NOL11 NOP10 NOP56 NUFIP1 NUP37 PANX3 PCNT PES1 PEX5 PFDN5 PIP5K1A PLEKHF1 PLEKHJ1 PML POLR1C PPP2R5A PPP3CC PPP4R3B PRF1 PRKD3 PSMA7 PSMC2 PTK2 PTPN11 PTRH1 RAB3IL1 RACK1 RANBP1 RARS1 RBM5 RCL1 RECK REV3L RFC1 RINL RPA1 RPAIN RPRD1B RPS19 RPS6KB1 RPS6KB2 RPS8 RRS1 RTCB RUNX3 SASH1 SESTD1 SH2B1 SIT1 SKAP1 SKP1 SLC16A1 SLFN12 SMPD4 SMPD5 SMR3A SPPL2B SPRING1 SRPX2 SS18L2 STK17B SUCLG1 SYNJ1 TASL TBL1X TEX9 TFAP2B TGM3 TRAPPC8 TTC14 TTL TUBA1B UBN2 UNC119B USE1 USP31 VPS37B WDR46 WDR89 YME1L1 ZBTB43 ZFAND5 ZNF410 ZNF777 GSE36009_UNSTIM_VS_LPS_STIM_NLRP10_KO_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36009_UNSTIM_VS_LPS_STIM_NLRP10_KO_DC_UP ABHD4 ADIPOR2 AK3 AMDHD1 AP3B1 ARHGAP25 ARL3 ASB3 ASPM ATP13A2 AZIN1 BAIAP3 BCL2L2 C11orf68 C3orf70 CAPN3 CASP7 CCR1 CD37 CD72 CDKN1C CHAF1B CIP2A CLDN12 CPQ CREBBP CREBL2 CRTC3 CSTB CTDSP2 CTNNA1 CXCL11 CYB561D2 CYB5D2 CYSLTR2 DBI DCXR DKK3 DNAJB14 DOCK2 DRAM1 DYNLT5 ECI1 EDF1 EHHADH EIF5A FAM216A FBXW8 FDFT1 FDX1 FKRP FOXN3 FUCA1 FZD2 GABARAPL1 GALM GGT7 GIMAP8 GNPNAT1 GOLGA7 GPR137B GPR150 GRIK5 GSE1 GSTT2 GTDC1 HEXIM2 HK1 HLA-B HMGCR HPS6 IFRD1 IFT22 IL12RB1 IL13RA1 IL1RN IL27RA IMMP2L IPO5 IRF6 ISOC1 ITGB1BP1 ITPKC ITPRIPL2 JUNB KANSL1L KHDRBS1 LIMK2 LMO7 LPIN2 LZTR1 MAP1LC3B MAP2 MAP7D1 MCUB MGAT5 MID1IP1 MLKL MSL3 MT1E MT2A MYO1C NAA10 NAA60 NAB2 NCF4 NDFIP2 NFKB2 NLRX1 NRDC NRROS NUP155 ORC5 PABPC1L PARP4 PDP1 PFN2 PHGDH PICALM PIGC PIK3R3 PITPNM1 PKP2 PMM1 PNRC1 PON2 PPIA PPM1L PPP1R15A PRKCD PRRC2B PRXL2C PSMA4 PTCD1 PTK2B PWWP2B PYCARD RAB11A RAP1B RASSF4 RBFA RBM45 RDH16 RFX1 RIN3 RNF128 RNF44 RNPEP RPIA SBNO2 SCAMP2 SCYL2 SEC24D SEM1 SERPINI1 SLC22A15 SLC39A10 SLC43A2 SLC52A3 SPCS1 SPCS2 SPOCK2 SPRY1 SPTBN4 SQSTM1 ST7L STK40 STN1 SULT2B1 TAC1 TECR TFPI THBS1 TK1 TMBIM4 TMCC1 TMEM30B TMEM42 TNFAIP8L1 TRAF5 TRIM24 TSPOAP1 TUG1 TYMS UEVLD USP42 VGLL4 VSIG10 WDR82 WWP1 XRCC3 YIF1B ZBTB17 ZBTB24 ZC3H12D ZC4H2 ZDHHC15 ZNF264 ZNF319 GSE36009_WT_VS_NLRP10_KO_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36009_WT_VS_NLRP10_KO_DC_DN ABCC1 ACBD3 ACSL3 ACSL5 ACVR1 ADAM17 ADGRE5 ADNP ADORA2B ALG9 AP5B1 APBB3 ARHGAP30 ARHGEF2 ARHGEF7 ARL4C ARMC5 ARMC7 ATP6V1C1 AVPI1 B3GNT8 B4GALT6 BCL2A1 BIRC3 BMT2 C5AR1 CACUL1 CAPN15 CD300LB CD33 CDK9 CLN5 CLPX CPD CPSF7 CYTH3 DCAKD DLST EIF6 ENTPD7 ETV3 EXTL2 EYA3 FAM133B FAM20C FASTKD1 FBRS FBXO34 FBXO42 FHOD1 FILIP1L FOXN2 GALNT6 GIMAP6 GIT2 GPR65 GRAMD1A GRAMD2B GTF3C2 H6PD HCLS1 HECA HERPUD1 HIVEP3 HMGCL HNRNPLL HS2ST1 HSPA4 IER5 IFNAR1 IFNGR2 IFT57 ILF3 IRF5 IRGQ JADE2 JDP2 KCNK13 KDM3B KLF7 KLHL25 KMT2E KPNA1 LDLRAP1 LHFPL2 LIG3 MADD MAFG MARK2 MCOLN2 MED23 MED26 METAP1 METTL14 MEX3C MFSD14A MKKS MTA2 MTMR14 NAF1 NECAP1 NFKB1 NFKB2 NUPR1 OGT PAN2 PCBP1 PCDH7 PCNX3 PDLIM7 PDP1 PEDS1 PEX5 PIGA PIK3CG PIK3R5 PLEKHG3 PLEKHM2 PLSCR1 PMPCA PNN PPP1R21 PRKCD PRMT9 PTPN23 PXN RAB20 RASSF5 RASSF8 RBL2 RBMXL1 RCL1 RELB RFFL RHBDF1 RHOB RILPL2 RNF103 RNF2 SAP30 SEC14L1 SEC23B SEC23IP SECISBP2 SEPHS2 SERPINB8 SETD2 SGMS1 SIAH1 SKIL SLC16A10 SLC2A1 SLC7A6OS SMG8 SMNDC1 SNRNP48 SOWAHC SOX4 SPECC1 SPI1 SPRED1 SRFBP1 SRSF6 SRXN1 ST3GAL1 STIM2 STK40 SUPT20H SURF4 SURF6 SWAP70 TAF4 TANK TBC1D8B TCF12 TESK2 THOC1 TJP2 TMBIM1 TMEM37 TNFAIP2 TNFRSF11A TNFRSF1B TOP1 TRAF3 TRAPPC10 TRIM35 TRIT1 TSC22D1 UBE2Z USP38 WDR20 WDR5 WDR81 YPEL2 ZBTB21 ZDHHC18 ZDHHC5 ZNF217 GSE36009_WT_VS_NLRP10_KO_DC_LPS_STIM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36009_WT_VS_NLRP10_KO_DC_LPS_STIM_DN ABCF2 ABHD17B ADD3 ADH1C ANGPTL1 ARMC3 ATAD1 ATP11C BAZ1A BCAP29 BEND4 BLTP2 BMAL1 BORA CALCRL CARD19 CCDC125 CCDC43 CCNT2 CCT6A CDH26 CEBPZ CEND1 CEP135 CEPT1 CERT1 CHAC2 CILK1 CLK4 CMTM2 COG3 COPS2 CRBN CSNK2A1 CTDSPL2 CYP19A1 DDI2 DDX28 DDX60 DENND1B DNAJA1 DOK7 DSE EIF4A2 ELAC2 ENTPD4 ENTPD5 EPC2 ETFDH EVI2B EXOC5 F7 FAM114A1 FAM133B FAM171B FAM76B FAM78B FASTKD2 FGD3 FKBP14 FOXK1 FZD4 GCSH GPR37 GPSM2 GSK3B GUCD1 H2BC18 HCST HNRNPA0 HNRNPA1 HOXC8 HSPA9 ILF2 ILKAP INIP INTS7 IPMK IREB2 IWS1 KBTBD2 KCNJ8 KPNA1 LAP3 LMO1 LONRF1 LPAR3 LSS LTB4R2 LYAR MACO1 MAGOHB MAN1A2 MBD2 MDP1 MIEF1 MRPL3 MRPS18B MYO5A MYO9B NAE1 NDUFAF4 NDUFS1 NEMF NIFK NINJ1 NOCT NRARP NSA2 NSMCE1-DT NUDT6 NXF1 OTUD6B OTULIN OVGP1 PCDHB14 PCNA PDE3A PDLIM1 PGK2 PHTF1 PI4K2B PIBF1 PIP4K2A PLCG1 PLEKHA2 PNISR POLDIP3 POU3F3 PPM1H PRKAR2A PSME4 PSMG2 PTPRB RAB1A RAB4A RAF1 RALA RBMXL1 RBP7 REXO2 RMDN3 RNF24 RNMT ROCK2 RPL13 RPL13A RPL31 RPS6KB1 RRP15 S1PR1 SDHD SELENOT SENP6 SESTD1 SETDB2 SFT2D3 SIK3 SLC25A24 SLC35E2B SMPD4 SNORD89 SNRK SNRNP48 SRPX2 ST13 STAG2 STC2 STRBP SYCP1 TAPT1 TDRD1 TGFB3 TMC5 TMEM183A TMEM38B TNFAIP3 TNKS2 TNNI2 TOMM20L TOR1B TRAPPC10 TTC3 TTC39B TWF1 UFM1 USP38 VIRMA VPS13D WASHC2A WBP4 WNT16 WWTR1 ZBTB11 ZC2HC1A ZKSCAN1 ZKSCAN5 ZNF131 ZNF703 GSE36009_WT_VS_NLRP10_KO_DC_LPS_STIM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36009_WT_VS_NLRP10_KO_DC_LPS_STIM_UP AAMDC ABRACL ACLY ACOT8 ADAM9 ADIPOR2 AGFG1 AIP ALKBH6 ALLC ALMS1 ANGPTL2 ARID1A ASB3 ATP6V1G1 B3GNTL1 BASP1 BCAS3 BCL7C BMPR2 BRD2 BSG C1S C2orf76 CALCOCO1 CAST CCNB2 CD6 CD68 CDK2 CEBPB CENPJ CERS6 CHERP CLCN4 CLDN12 CLDND1 COMT CORO1C CREB1 CREB5 CRTC3 CS CYB561A3 DALRD3 DCLK2 DENND1C DGKA DNAAF5 DNAI4 DNTTIP1 DOCK3 DPAGT1 DPF2 ELOVL1 EML3 EPB41L2 EXOC4 FAH FAM168A FBXL17 FKBPL FOLR1 GABPB1 GADD45A GEMIN8 GORASP1 GPT GPX4 HACD4 HBB HDAC3 HEBP1 HIPK2 HK1 HM13 HMOX2 HSF1 HYCC1 IFI35 IFT22 IMMT IRF2BP1 JKAMP JUNB KAT7 KHDC3L KPNA2 LMNA LSP1 MAP3K3 MCUB MED19 MIEN1 MKRN2 MOB3C MRPL10 MRPS26 MSH6 MTR NECAP2 NMI NRROS NSDHL NSMCE2 NXNL2 OAS2 OMA1 ORMDL1 OTOP1 OXR1 PABPC1L PARP4 PARVG PEX19 PGLYRP1 PGLYRP2 PHF1 PHPT1 PI4KB PIGF PIGH PIGX PIP5K1C PLEC PRC1 PRKCSH PROS1 PRR14 PRXL2C PSAP PSME1 PYCR2 RAB20 RAB22A RAMP1 RASL11B RBM42 RCBTB2 RNF181 RORC RPN2 RPS6KA5 RTKN2 S100A6 S100B SARS1 SART1 SCAMP2 SELENOM SERHL2 SGPL1 SH3BP4 SLC22A2 SLC22A5 SLC25A19 SLC52A3 SPAG7 SPPL3 SRF SSR3 STAU2 STEAP2 TLR7 TMC4 TMCC1 TMEM255A TMPO TNF TNFSF10 TRAF3IP3 TRAPPC6B TRDMT1 TRIM24 TRIM32 TRIP12 TUBG1 TUBGCP4 UBAC2 UBE2V1 UBR5 UNC5CL UROS VAT1 WDR6 WRNIP1 XPR1 XRCC3 YBEY YWHAB YWHAG ZBTB45 ZBTB7A ZCCHC8 ZFP36L1 ZMIZ1 ZNF32 ZNF560 ZNF771 GSE36009_WT_VS_NLRP10_KO_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36009_WT_VS_NLRP10_KO_DC_UP ADAR ALLC AMER1 ANKLE2 AP3M2 AREL1 ARF4 ARHGAP11A ARID4A ASCC3 ATF3 ATP6V0A2 ATP8B2 BCO2 BMAL1 BRME1 BST2 C14orf93 CAB39L CARD6 CASP1 CASP12 CASP7 CCIN CD180 CDH22 CDS1 CERS6 CHMP4B CHMP5 CHRNA5 CHST1 COA5 COL5A3 CPT1A CRIM1 CRLF3 CSF1 CWC22 DAPL1 DBR1 DDX24 DDX60 DIPK1A DOCK8 ENG ENPP4 ENTPD6 ETV1 ETV6 FAM217B FAM53C FCGR3A FEM1C FGL2 FLT3LG FNDC3A FOS FOXP2 GBP4 GBP7 GCNT2 GPR108 GPT2 GRIK2 GSDMD HMOX2 IFT172 IKZF2 IL10RA IL18 IL18BP IL4R IL6 INPP1 INTS9 ISG20 ISY1 ITPK1 KAT2B KEAP1 KIAA0040 KYAT3 L3MBTL3 LARP1 LGALS3BP LRCH3 MARCHF5 MARVELD2 MAX MB21D2 MCMBP MINPP1 MISP MORC3 MSRB2 MTA3 NABP1 NAMPT NAP1L2 NDRG4 NDST2 NFIL3 NFXL1 NHSL1 NIPA2 NKIRAS1 NLRC5 NMI NSD3 NSMAF NSMCE1 NUDT9 OAS3 OGFR OSM PAG1 PARP11 PARP12 PARP3 PARP8 PDE7A PIGV PIK3AP1 PKIB PLA2G4A PLAAT3 PLEKHA3 PLEKHN1 PLOD3 PLPPR3 PMFBP1 PNLIP POLB POP4 PPFIA4 PPHLN1 PPIP5K2 PRKX PRNP PROS1 PSMA4 PUS10 RAB9A RASA3 RASA4 RBL1 RGL1 RGMB RIN2 SDAD1 SERTAD1 SESN3 SFRP1 SIGMAR1 SIRT3 SLAMF7 SLC30A1 SLC35F5 SLFN12L SLFN5 SMOX SOCS2 SPRY2 SRGAP2 STARD3NL SYNJ1 TAL1 TAOK3 TAPBPL TCEANC2 TCF4 TDRD7 TIAM1 TIPARP TLR5 TLR8 TMEM243 TNFSF8 TOMM70 TOR1AIP2 TREML2 TRIM5 TRIM56 TRPM1 UACA UBE2E1 URGCP USP25 USP42 UVRAG VGLL4 WRN XRN2 ZBP1 ZBTB5 ZC2HC1A ZNF141 ZNF213 ZNF513 GSE36078_UNTREATED_VS_AD5_INF_IL1R_KO_MOUSE_LUNG_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36078_UNTREATED_VS_AD5_INF_IL1R_KO_MOUSE_LUNG_DC_DN AARD ABHD10 ADAM7 AGK AGO3 AIMP2 ALOX15 ALPI AMOTL1 ANXA2 ATP6V1E1 ATRAID AVEN BAK1 BCL2L1 BIRC5 BMX BRPF3 C11orf87 C14orf28 C15orf39 CA5B CACNB2 CAPN8 CAPNS1 CBX4 CCNF CCNK CCR1 CCT8L2 CD37 CD68 CDCA2 CDK8 CHD7 CKAP2 COL27A1 COMMD4 COPE COPS2 CPA6 CTDNEP1 CTDSPL CTSD CUZD1 CYP3A43 CYTH2 DAB2IP DCAF12 DCAF6 DGKH DIMT1 DNAAF2 DNAH7 EIF3C EME1 EML3 ENPP1 EPHB1 F2R FAM217B FAM229B FBLN5 FGD4 FOXC1 FOXM1 FRMD3 FTMT G6PC1 GABRA4 GALNT14 GDAP2 GLIPR1 GLTP GMNN GNA11 GPR160 HASPIN HBG2 HDAC4 HEXIM2 HJV HS6ST1 HYLS1 IFNGR1 IL10RA IL15 IL18RAP ITIH5 KAT8 KCNK5 KY LDAF1 LDLRAD3 LNX1 LSM12 LSM6 LYSMD3 MAML2 MAN1B1 MARK1 MBD6 MCF2 MED23 MINK1 MIXL1 MMP16 MORC2 MUC1 MXRA8 MYBL2 N4BP1 N4BP2L2 NAT10 NBEA NEDD4 NEU2 NKG7 NME5 NMT1 NOD1 NUDT4 NWD2 OGDH OTOR PCDH20 PCDHB11 PCDHB14 PCDHB16 PCYT1A PEX14 PFKFB4 PHC3 PLAU PLEKHO1 PLSCR3 PPP1R18 PPP1R1C PPT1 PRKAR2B PRR22 PSMC3 PTCHD3 PTGFRN PTGR1 PYCARD RAB11FIP4 RAB9B RAD50 RAD51B RAP1GAP2 RFXAP RGS18 RMDN2 RNF126 RTBDN RTL5 SEC24C SH3GL1 SLC30A7 SMAGP SMC1B SMG8 SOCS2 SOWAHC SPAG6 SPNS1 SRL STIP1 TAAR1 TGFB3 TGM2 THAP12 THSD4 TMEM170A TPM3 TRIM65 TRIOBP TRPC4AP TSPAN2 TTLL12 TTLL3 UBE2C UNC13B UPK1A VIL1 VXN WASHC5 WIF1 ZBED6 ZBP1 ZBTB14 ZDHHC15 ZDHHC21 ZDHHC4 ZNF335 ZNF454 ZNF566 ZNF697 ZNF703 GSE36078_UNTREATED_VS_AD5_INF_IL1R_KO_MOUSE_LUNG_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36078_UNTREATED_VS_AD5_INF_IL1R_KO_MOUSE_LUNG_DC_UP ABCG1 ACOX1 AFP AGO1 AKAP11 AKAP6 ALDOA ANGPTL1 ANGPTL2 AREL1 ARHGAP39 ARHGAP5 ARID5B ARRB1 ART3 ASB3 ASB7 ATG2B ATP1B1 ATRAID AVPR1A BAG5 BCL6 BCOR BPHL BTBD2 C17orf97 C19orf12 C1orf185 C3orf33 C6orf118 CALCOCO1 CALHM6 CBX6 CCDC141 CCDC91 CCR4 CD2AP CDH23 CELF3 CHDH CLMP CMC1 COMMD2 CORO6 CRTC1 CTH CTNS CTSS CYP4V2 CYTH3 DECR1 DHX58 DLG3 DNAL1 DSE DYNLT5 DZIP1 EGLN3 EIF2AK1 EVI5 EXT1 FAM120B FAM131A FAM168A FAM217A FAM3D FBXL17 FTL FUNDC1 GADD45B GARIN3 GATAD2B GNPNAT1 GUCA1B HES5 HS1BP3 HSBP1 HSD17B11 HSPBAP1 HSPH1 ICA1L IFIT1B IFT74 IL6R INPPL1 IQUB IRF7 ISCA2 KDM3B KDM5B KRT35 KRTCAP3 LDLRAD4 LIPA MAP1B MAPRE3 MAX MBNL2 MCCC2 MEAK7 MECR MFSD9 MGARP MRPL23 MTMR7 MTR MYB MYCBP2 MZT2B NBN NBR1 NFKBIA NR3C2 OPALIN OSGEP OTUB2 P2RX7 PCCA PFKM PFN2 PHF21A PKP4 PPARGC1B PTRH1 QPRT RAB11FIP2 RAMP3 RASSF2 RCL1 RENBP RGCC RGMB RIGI RNF19A RUVBL1 RWDD3 SASH3 SBSN SELENOP SERAC1 SESN3 SETD5 SH3RF1 SLC1A4 SLC25A36 SLC26A2 SLC36A2 SLC3A1 SNN ST3GAL2 STAT1 STX4 SYT11 TAF5L TBC1D4 TCEA2 TESC TGFB2 TIGD2 TMLHE TMPRSS4 TNF TNFSF11 TNIP1 TNIP2 TOX2 TRHR TRMT1L TRPM1 TRPM6 TTC39C UBASH3A UBE2D1 UBL5 UTP14A VPREB1 VPS13C VRK1 WDFY2 WDPCP WDR59 XAF1 XKRX XPC YPEL2 ZBTB4 ZC3H7B ZCCHC12 ZCCHC24 ZEB1 ZHX2 ZMYM4 ZNF106 ZNF365 ZNF48 ZNF518B ZNF627 ZNF711 ZSWIM4 GSE36078_UNTREATED_VS_AD5_INF_MOUSE_LUNG_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36078_UNTREATED_VS_AD5_INF_MOUSE_LUNG_DC_DN AIDA AIMP2 AIP AJUBA AK3 ANAPC11 ANKRD50 AOPEP ARL4C ARL4D ATP1A2 AZI2 BARD1 BAZ1A BMX BRD9 C1GALT1 C1orf174 C2orf69 CBX4 CCL21 CCL4 CCNA2 CCNB2 CD86 CDCA3 CDKN1A CENPE CEP76 CHD7 CHST11 CHTF18 CISD1 CKAP2L CLCN5 COX5A COX7A2 CUTA DAPK2 DCBLD2 DDIAS DENND2C DGAT1 DIMT1 DIPK1A DLEU7 DNAAF2 DNAJC15 DOCK5 DOLK DPYSL2 DSCC1 DTNBP1 E2F7 EEIG1 EHD1 ELMO2 ERRFI1 FBXO27 FCER1G FES FHIP2A FKBP2 FLNB FNIP2 FOXN3 GALNT14 GBP7 GEM GJA4 GLRX GLUL GNA11 GPC1 GPN2 GPR25 GPSM2 GRAMD2B GRIN2D GXYLT1 H2AZ1 HAAO HOPX HSD11B1 HYCC2 ID2 IFITM3 IL12RB1 IL2RA ILDR1 IQGAP3 IRAK2 IRF8 ITGA2 KAT7 KATNBL1 KCNK6 KCTD9 KIF18B KIF4A KLRD1 KNL1 KNSTRN LFNG LXN MACIR MAD2L2 MAP3K21 MAPK3 MEF2A MEF2D MMP16 MOB4 MTMR1 MXD3 MXI1 NCBP2 NCCRP1 NEDD1 NEURL1B NHSL2 NIF3L1 NQO2 NT5C3B NTAN1 NUCB1 NUP205 NYAP1 OSBPL3 PADI2 PAK6 PCYT1A PEA15 PIH1D1 PIK3AP1 PLS3 POC1A POP4 PPIF PPP1R18 PPP2CB PPP3CA PRIM1 PRKAG1 PRKAR2A PTPRK RAP2A RCBTB2 RCN1 REC114 RELL1 RHOC RIOX2 RNPEP RRAS2 RSPH4A RXRA SAMSN1 SELENON SEPTIN11 SERPINI1 SGO1 SIKE1 SLC16A6 SLC22A5 SLC23A2 SLC43A3 SLC7A8 SLIT2 SMC2 SMC4 SMTN SNHG3 SNX9 SPIC ST3GAL6 STK10 STT3A SWAP70 SYNE3 SYTL2 TBL2 TBX21 TGM3 THY1 TMEM14C TRAPPC8 TSKU TXNDC16 ULBP1 UPK1A UST VAX2 VCL VIM VWA7 WASHC5 ZDHHC15 ZDHHC18 ZEB2 GSE36078_UNTREATED_VS_AD5_INF_MOUSE_LUNG_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36078_UNTREATED_VS_AD5_INF_MOUSE_LUNG_DC_UP A1CF ADAM15 ADAMTS7 ADTRP ALLC ALOX5AP ANGPT1 ANO8 APOA4 ARFIP1 ARHGAP31 ARHGAP33 AS3MT ASB2 ATP1A3 ATP1B1 ATP6AP2 BANF2 BCO1 BEX4 BHLHA9 BMP1 BMX BRD8 BTNL9 C19orf33 C4BPB C4orf54 CALY CCBE1 CCDC191 CCDC25 CCDC57 CD74 CD81 CD99 CDH18 CDHR5 CDK5R1 CDX2 CELF3 CFI CGN CHAT CHRM1 CHRNB2 CHRNG CHST3 CHST6 CLDN3 COLEC10 COMT CXCR5 CYP1B1 DIRAS1 DLG3 DLGAP2 DNA2 DNTT DRAXIN DUSP18 DVL3 DYDC2 EBI3 EGR2 EMX1 EVC2 FAM149A FAM168A FAM170A FAM178B FAM3C FAM83F FAM83G FGD4 FIGLA FLYWCH2 FOXC1 GAD2 GFRA3 GJA10 GJA4 GJA8 GJB2 GNA14 GP6 GPR135 GPR35 GREM2 GRIK4 GRIP1 HACD3 HCG4 HMGN3 HOXB9 HPN HUNK IFT81 IGSF21 IHH IL20RA IL36G INSRR KATNAL1 KCNJ2 KRT31 KRT32 LAMA5 LCE3B LIMA1 LINGO3 LRRN3 LTBP4 MAN1C1 MAPK11 MAPK12 MC3R MMD2 MS4A10 MYO15B NDRG1 NPR3 NUDT12 OAZ2 OLIG1 OSR1 OTC P2RY13 PABPN1L PALLD PAMR1 PARD3 PECAM1 PFKM PID1 PLA2G5 PLCD1 PLEKHH3 PLXNA2 PLXNB1 POU3F2 POU6F2 PPFIBP2 PRDM14 PRKACA PXT1 PYY RAC3 RASIP1 REG3G REP15 RIBC2 RTN4RL2 RYR1 S100A9 SCN3B SCN8A SERPINE1 SFN SH2D5 SHANK3 SHISA9 SLC13A1 SLC16A8 SLC1A4 SLC22A25 SLC25A34 SLC52A2 SLC5A11 SLC9B2 SNTA1 SP6 SPARCL1 SPESP1 SPOCK2 SRGAP3 SRXN1 SSC5D ST3GAL5 ST8SIA6 STAT1 STPG3 SYCP1 SYN1 SYNDIG1 TBC1D24 TET1 TMEM35A TMEM89 TNFRSF17 TNFSF13B TOX2 TREM2 TRH TRIM54 TRPM6 TTC22 TTC3 WNT10A XRCC3 GSE36078_UNTREATED_VS_AD5_T425A_HEXON_INF_IL1R_KO_MOUSE_LUNG_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36078_UNTREATED_VS_AD5_T425A_HEXON_INF_IL1R_KO_MOUSE_LUNG_DC_DN ABCC2 ABCC3 ACOT13 ADISSP AKT3 ALAS1 ARHGAP18 ARHGEF40 ARRB1 ASB5 ATP10B C11orf71 C1QL3 C1orf210 C1orf216 C1orf54 CACYBP CADPS2 CAMSAP3 CBLN4 CDK8 CELF3 CERS4 CFAP97 CLCNKA CLIP2 CLIP3 COQ8A CPT2 CRYBG2 CTH CWF19L1 CYP3A7 CYP4A11 DDB1 DDX51 DGKG DMP1 DNAJB7 DNAJC13 DNAJC28 DYNLRB2 DYNLT5 ECSIT EGFL6 EML2 ENDOD1 EPHX1 FAM104A FAM120B FBXO32 FCRL1 FHIP1A FIGN FKBP1B FRMD4A GDA GLB1L2 GLRA4 GLRX2 GPR68 GREB1L GZMM HBP1 HMBOX1 HOXA11 HPCAL1 HSPH1 ICAM2 IFI27 IFT140 IFT27 IL17RB IL1R1 IL1R2 INPPL1 IRAK1BP1 ITGA8 ITPRIPL2 KATNAL2 KCNH1 KCTD21 KDM5C KIF3A KLF4 KLF9 KLK10 KLK7 KMO KMT5B KRTAP26-1 LRRC3B LRRTM4 LTC4S LYL1 MACROD2 MAP7 MBOAT4 MDH1B MECR MIA MPPED2 MRPL10 MRPL20-AS1 MRPS25 MSRA MYF5 MYO16 MZT2B N4BP2 NCR1 NLE1 NPHS2 NRIP1 NT5E NTRK3 OXTR P4HTM PCDHB10 PCNX1 PDZK1IP1 PECR PHPT1 PIGY PKM PLCZ1 PLXNB1 PNKD PNPO POU4F3 POU5F2 PPP1R17 PSORS1C2 PTGES2 PTPN3 PTPRN2 PTPRS RCVRN REEP2 REXO2 RGN RGS8 RHOB RORC ROS1 RPP25 RSPH3 SBSN SCHIP1 SFTPB SH3BP5 SHISA2 SLAMF9 SLC13A2 SLC20A2 SMO SOAT2 SRSF6 STIM1 STX3 STYXL2 SYDE1 TAX1BP1 TBC1D15 TBC1D17 TF TICAM1 TJP2 TMEM238 TMEM63C TMEM65 TMIE TNFRSF19 TRIM15 TSPYL4 TSSK2 TST TTC28 UQCRC2 UQCRFS1 USP22 VAMP5 VASH2 VCL XKRX XXYLT1 ZBTB39 ZC3HAV1L ZIC1 ZMYM5 ZNF142 ZNF189 ZNF219 ZNF235 ZNF319 ZNF507 ZNF551 ZNF563 GSE36078_UNTREATED_VS_AD5_T425A_HEXON_INF_IL1R_KO_MOUSE_LUNG_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36078_UNTREATED_VS_AD5_T425A_HEXON_INF_IL1R_KO_MOUSE_LUNG_DC_UP ACADM ACP6 ACTR3B AICDA AKAP12 AKTIP AMPD1 ANG ANK3 ANKRD29 APEX1 APOC2 ARTN ASB8 BBS2 BCORL1 BLVRB BMPR2 C14orf93 C16orf89 C1orf185 CALR CASP8AP2 CBLC CBY3 CCNJ CCNJL CD300LF CD34 CDC42BPA CEP290 CES4A CFAP119 CHCHD2 CHGB CHRNG CHSY3 CILP CINP CLCN4 CLDN19 CMTM2 COBL COL16A1 CORO6 CPLX1 CREG1 CSRP3 CXCL17 CYGB DERA DGAT2 DIDO1 DMRTA2 DNAH17 DOK4 DRAXIN DZIP1 EFCAB3 EGR2 ELANE ENDOD1 ENSG00000250803 ENTPD3 EVA1C FBXO17 FEZF2 FGF4 FILIP1 GAA GASK1B GCM2 GCSH GIPC3 GJB3 GJD4 GKN1 GNAL GNAT2 GPR158 GPR179 GRK5 GSC HABP4 HACD1 HAND1 HCRTR1 HOXD12 HTR2B IFI30 IL12B IL17D IL17RD IL20RA IL36B KCNA1 KCNJ12 KREMEN1 KRT24 LAMA5 LIN7C LMOD1 LPCAT1 LRFN1 LRRC26 LRRC45 LTO1 LYAR LYG1 LYSMD2 LYZL6 MADCAM1 MCM6 MEAK7 MFAP2 MICALL1 MINAR1 MRPL32 N4BP2L1 NEPRO NLGN2 NLRP14 NMNAT1 NOL11 NPDC1 NPR2 NPRL3 NTPCR OCSTAMP ODR4 OPHN1 PADI4 PCNX4 PDILT PEX2 PHOSPHO2 PLA2G12B PLA2G2E PLEKHH1 PLXNA1 PPCS PROB1 PROX2 PRRG2 PWP1 RAB11FIP2 RAB26 RANBP6 RBM7 RGS10 RXRA SAA2 SEL1L3 SGMS1 SLC12A2 SLC16A2 SLC25A24 SLC25A40 SLITRK5 SNAP47 SNRPA SNRPD1 SPA17 SPATA6L SPG11 SPINT2 SPPL2B SPSB3 SRSF12 SSBP1 SSTR1 SYN1 TBC1D5 TESMIN TEX13A TFF1 THOC1 TIPRL TJP2 TMEM236 TMEM268 TNNI3K TNP2 TOMM7 TOX2 TRPM6 TSACC TSLP TSPAN11 TSPYL1 TWNK VPS54 WDR11 WDR48 WNT9B YPEL2 ZFAND1 ZIC3 ZNF341 GSE36078_UNTREATED_VS_AD5_T425A_HEXON_INF_MOUSE_LUNG_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36078_UNTREATED_VS_AD5_T425A_HEXON_INF_MOUSE_LUNG_DC_DN AARS2 AARSD1 ADAP1 ALPI AOPEP ARF5 ARID3B ARL4C ARL5A ARL5B B3GAT3 BARD1 C19orf53 CALB1 CCL5 CCNA2 CD79B CD86 CDC14B CDKN1A CENPA CENPE CGRRF1 CHAF1B CHD7 CIT CITED1 COIL COL16A1 COLGALT2 CRYBA4 CRYBG1 CYB561D2 CYTH4 DCLRE1A DDR1 DDX39A DHX32 DMRTA2 DNAJC15 DPYSL2 E2F8 EEIG1 EHD1 ERN2 ERP44 ERRFI1 EXOC5 EXOSC9 F2RL3 FAM124B FAM185A FANCD2 FAP FASLG FBXL15 FBXO27 FCER1G FCGR2B FEN1 FOXN3 FRMD6 GAS7 GBP7 GEM GIMAP7 GLRX GPR179 GPSM2 GZMA HAUS6 HES3 HIC1 HID1 HK2 HMGB2 HOPX HPGD HSD11B1 HSPA1B IFITM2 IL2RA ILDR1 INCENP IRAK2 ITGA1 ITGA2 JPT2 KCNE2 KCNK6 KIAA0040 KIF14 KLRC1 KLRD1 LAIR1 LAMTOR3 LFNG LHX2 MASTL MATCAP1 MATN2 MCM3 MED21 MINDY3 MIP MKI67 MTMR1 NAA10 NCF1 NCK2 NDC80 NDUFA4L2 NEB NEURL1B NPB NPLOC4 OGN OSBPL3 OVOL2 PBDC1 PDILT PGRMC1 PIH1D1 PIK3AP1 PLEKHF1 POGK POLA1 PPP1R18 PPP1R1B PPP3CA PRUNE2 PSMD8 PTPRK PUM3 RACGAP1 RAD18 RALA RAP1GAP2 RCN1 RECQL4 RIOK1 RIOX2 RNASEH2C RUNX2 S100A6 S1PR5 SATL1 SGCB SGO1 SH3BP2 SIAH1 SIKE1 SLC30A4 SLC35B1 SLC38A2 SLC39A14 SLIT2 SNX11 SNX9 SOCS2 SOWAHC SPAG5 SPATA16 SPSB3 ST3GAL6 STAC3 STIL STRC SUCNR1 SV2C SYK TBKBP1 TBX21 TET2 TEX30 TIMP4 TIPRL TMBIM1 TMEM14C TMEM81 TMEM86B TMOD3 TMPRSS13 TRAPPC8 TRPC1 TSC22D3 TSPAN4 TXN TXNDC5 TYROBP ULBP1 UNC13D VAX2 VIM VPS36 WDR37 WDR47 YRDC ZNF593 ZSCAN20 GSE36078_UNTREATED_VS_AD5_T425A_HEXON_INF_MOUSE_LUNG_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36078_UNTREATED_VS_AD5_T425A_HEXON_INF_MOUSE_LUNG_DC_UP ABCG1 ACADSB ADAMTS3 AFTPH AGL AHI1 AKAP11 AKAP6 AMZ2 ANP32A AP1S2 AR AREL1 ARHGAP18 ARHGAP5 ARID5B ATP1B1 ATP9B BACE2 BAZ2A BCOR BTF3L4 C17orf97 C1orf185 C2orf88 C3orf33 C6orf118 CABLES1 CACYBP CALHM6 CARD14 CARF CARM1 CAVIN2 CBX6 CCDC171 CCDC90B CCDC91 CCR4 CD2AP CDK20 CEP290 CFAP410 CIPC CLHC1 CLIP2 CLRN3 CNKSR2 CORO2B CORO6 CTSS CYP4V2 DDX60 DENND6B DGKG DNAJC13 DNAL1 DZIP1 ENDOD1 ENPP3 EPRS1 EVA1C FADS6 FARS2 FHL3 FLCN FRRS1 GAA GADD45B GARIN3 GDF5 GLRX5 GNA12 GNAO1 GPATCH1 GPIHBP1 GRIK4 GRN HBP1 ICA1L IFFO2 IFI44 INSR ITGA7 JAK2 KCTD7 KDM4D KIF13A KIF5C LAMP1 LIMS4 LIPA LTA MCCC2 MEIS3 MON1B MRPL23 MRPS6 MTAP MTMR10 MYH3 N4BP2L2 NBN NFE2L2 NME7 NTPCR NTRK3 NUDT16 NUDT6 OAS1 OSGEP PAIP2 PARM1 PATJ PAX5 PCCA PDK1 PECR PER1 PFN2 PGBD5 PHPT1 PHYH PIBF1 PIK3IP1 PKP4 PPP1R16B PPTC7 PRDX2 PRNP PRXL2B PTPN3 RAB39B RAMP3 RCL1 REC8 REEP2 RETN RGCC RPP40 RPS10 RPS26 RSAD2 RTRAF SDF2 SDHAF2 SERINC5 SETD4 SGPP2 SH2B3 SH3BP5 SKP1 SLAMF6 SLAMF9 SLC22A12 SLC5A3 SLC6A6 SMO SNHG32 SNN SOD2 SOX30 SPOUT1 SPRY3 SPTLC1 SSBP4 STAT1 STX4 TBC1D4 TCAIM TCF7L2 TICAM1 TIGD2 TK2 TMEM158 TMIE TMPRSS4 TNFRSF12A TNFSF11 TNIP1 TOM1L2 TRIM44 TSC1 TTLL12 UBE3A UBR5 USP19 USP33 USP53 XPC YDJC ZCCHC12 ZER1 ZFP36L2 ZHX2 ZNF346 ZNF365 ZNF583 ZNF808 ZSCAN12 GSE36078_WT_VS_IL1R_KO_LUNG_DC_AFTER_AD5_INF_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36078_WT_VS_IL1R_KO_LUNG_DC_AFTER_AD5_INF_DN ACSL3 ACTG2 ACTN1 ADK AFF3 AFTPH AGFG1 AGL AHI1 ANGPTL2 ANGPTL6 APOBEC2 ARHGAP29 ARHGAP5 ART3 ASAH2 ASAP1 ATP1B1 ATP6AP2 ATP6V1D BBS10 BMP2K CABCOCO1 CBX6 CCDC126 CCR7 CD200 CD81 CDC42EP4 CEMIP2 CEP72 CERS6 CHAC2 CNGA1 CST7 CTSS CTSV CUL2 CXCR4 CXCR5 CYB5B CYTH3 DAPL1 DCAF11 DEAF1 DECR1 DHCR7 DLGAP5 DNAJC6 DPP4 DUSP10 DYNC2LI1 DYNLT2B EGLN3 EGR2 EGR3 EID2 ELP1 EOMES EPB41L5 EPHX1 EXT1 F2RL1 FAM118A FAM210A FARP1 FCRL1 GCNT1 GLIS3 GLTP GPCPD1 GPM6B GPR146 GRHL1 HIF1A HLA-DOB HMGN3 HSDL1 IBA57 IFT25 IFT57 IGF1R IL6ST IMMP2L ING1 ITGA7 IZUMO1R KCNC2 KCNMB4 KLHDC2 KRT10 LDHB LDLRAP1 LIPA LITAF LRIG1 LRRC42 LSR LYPD6 MAP3K4 MATK MCCC2 MCL1 MCUR1 MFHAS1 MMD MPP1 MSRB2 MTMR4 MYB MYO6 NEDD4L NIPAL1 NMB NME4 NR3C2 NUCB2 OSBPL9 P2RX7 PACSIN1 PANK1 PDE4B PDK1 PHACTR2 PHF2 PHTF1 PIGK POU2AF1 PPIC PPP1CB PPTC7 PRICKLE1 PRKCB PRNP RAB20 RAB3IP RAMP3 RFLNB RGS10 RIPOR2 RNF19A RNF32 RPA1 RPL31 RTCA RUNDC3B SALL2 SEMA7A SESTD1 SFMBT2 SHLD1 SLAMF6 SLC25A14 SLC43A1 SMPDL3A SMYD2 SNN SPRED1 ST6GAL1 ST8SIA6 TAGAP TBC1D19 TCF7 TEC TFCP2 TGFBR3 TGIF2 THEMIS TIMP2 TMEM218 TNFRSF13B TNFRSF9 TOX TOX2 TPD52 TRAF5 TRAPPC9 TRIB2 TRIB3 TRIP12 TRMT112 TSHZ2 TSPAN13 TSPAN3 TSPAN32 TWSG1 UBASH3B UBQLN2 USP28 USP6NL WDFY2 WFS1 ZC3H6 ZC4H2 ZFR2 ZNF24 ZNF668 ZNRD2 ZSWIM5 GSE36078_WT_VS_IL1R_KO_LUNG_DC_AFTER_AD5_INF_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36078_WT_VS_IL1R_KO_LUNG_DC_AFTER_AD5_INF_UP ACTN2 ADGRG3 ANXA1 ANXA6 APOBR AQP4 AQP9 ARHGAP18 ARHGEF2 ATP8A2 ATP8B4 BHLHE40 BTG2 C15orf48 CAMK2N1 CAPG CAPN2 CCL5 CCR2 CCR5 CD46 CD47 CD7 CDH1 CDKN1A CDKN2C CERCAM CHAF1B CHRNA9 CHSY1 CLDND2 CRIP1 CSF2 CTNNA1 CTSC CTSW CXCR6 CYP2S1 CYP3A7 DENND5A DEPDC1B DGKH DKKL1 DOCK5 DUSP5 DUSP9 ECH1 EDARADD EFHD2 EHBP1L1 EIF4E3 ELOVL7 EMID1 ENTPD1 ERMN ERO1A EXO1 F2R F2RL2 FCGR2B FES FGD4 FHL2 FLT3LG GALNT3 GAS7 GGT1 GNA11 GP6 GPC1 GPR68 GRAMD2B GZMA GZMB GZMM HAAO HID1 HRH4 ID2 IER3 IFITM2 IFITM3 IFNGR1 IL2RA IL2RB IQCG IQGAP2 ITGA1 ITGAX ITGB3 ITGB7 ITSN1 KCNJ8 KLRC1 KLRD1 KLRG1 KLRK1 KRT14 KRT32 L1CAM LAIR1 LGALS1 LGALS3 LPIN1 LTK LYST MAP6 METRNL MKI67 MMP23B MPND MVB12B MYL4 MYLK2 MYO1F MZF1 NCAPG NCCRP1 NFIL3 NHSL2 NIBAN2 NKG7 NQO2 NUCB1 NUDT4 P2RY14 PDHX PIK3AP1 PILRB PLEK PLP2 POLE PPP1R3B PPP3CA PRICKLE3 PRKAB2 PRKX PRRC1 PRRG4 PTGIR PTPRJ PYGL RASL11A RBL2 RBM47 RCBTB2 RCN1 REEP5 RGS2 RHOJ RIPOR3 RNASE4 RPA2 RRM2 RXRA S100A6 S1PR5 SAMHD1 SAMSN1 SELPLG SEPTIN8 SERPINE2 SGK1 SH2D3C SLAMF7 SLBP SLC2A3 SLC30A7 SLC41A2 SLC8B1 SLCO3A1 SMAD3 SMC1B SMPD1 SNAI3 SOCS2 SPTSSA SSC5D SUN1 SWAP70 SYP SYTL1 TAFA3 TKTL1 TM6SF1 TMBIM1 TMEM37 TNS2 TXNDC5 TYROBP USP20 USP48 VAX2 VIM WWP1 YBX3 YES1 ZDHHC15 ZEB2 ZYX GSE36078_WT_VS_IL1R_KO_LUNG_DC_AFTER_AD5_T425A_HEXON_INF_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36078_WT_VS_IL1R_KO_LUNG_DC_AFTER_AD5_T425A_HEXON_INF_DN ABTB3 ACVR1B ADK AFTPH AGL AHI1 AHRR AICDA AMZ2 ANKRD13B ANKZF1 ARHGEF10 ARHGEF11 ARID5A ARL3 ATG10 B2M BANF2 BBS2 BCL11B BMI1 BORCS6 C12orf57 C1orf216 C2orf88 C3orf33 CAMK2D CAMSAP2 CARD14 CARM1 CCDC125 CCDC137 CCDC171 CCDC191 CCDC68 CCR4 CD320 CD83 CDC40 CDC42BPA CDKL4 CELA1 CELA3B CEP41 CEP43 CHRNG CNP CNPY2 COPRS CORO2B CPA2 CPLANE1 CSNK1G2 CUL9 CYLD CYP4V2 DAG1 DENND4C DIDO1 DISP2 DLG3 DLX2 DNAH8 DOK1 DUSP9 DZIP1 EHD3 ENDOD1 EXT2 FARS2 FARSB FBXO11 FCER2 FHL3 FKBP9 GLIS3 GLRX5 GPR153 GPR183 GRHL1 GRN GTDC1 GZF1 HHAT HS3ST4 HS6ST1 HSBP1 HSDL2 HSH2D IDUA IFFO2 IFI44 IFIT1B IL17RD INPP5F IQCB1 IRF2BP2 IRF2BPL IRGM ITGA7 ITPR2 JDP2 KDM5B KIF13A L3MBTL3 LAMP1 LRIG1 LRRC26 LUZP1 MACROD1 MAN2B2 MANBA MAPK11 MBP MFSD3 MOV10 MPPE1 MTMR10 MTOR MX1 MYPN NEU3 NFE2L2 NR4A1 NTPCR NUDT7 NXPE3 OASL P2RX4 PAIP2 PATJ PCCA PCTP PECAM1 PEX2 PGC PHF21A PLD4 PPARA PPTC7 PRMT3 PRNP PTPRN2 RAB10 RCL1 RFXANK RHOH RPL19 RPL24 RPL35 RPS15A RPS4X RSAD2 RTP4 SELENOW SGMS2 SLC9A9 SLPI SNHG11 SPAG4 SSBP1 STAT1 STING1 SYCN TBC1D5 TESC THOC5 THYN1 TIMM17B TLE3 TLR1 TLR3 TMEM241 TMEM268 TMEM269 TMEM38B TMEM86A TNC TNIP1 TP53INP1 TPH1 TRAPPC6A TRIO TSACC TTC3 TTLL12 UBE3A UQCC3 USP18 VCP VCPIP1 WBP1 WDR11 XPC ZBTB18 ZCCHC12 ZFAND1 ZFP36L2 ZSCAN12 GSE36078_WT_VS_IL1R_KO_LUNG_DC_AFTER_AD5_T425A_HEXON_INF_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36078_WT_VS_IL1R_KO_LUNG_DC_AFTER_AD5_T425A_HEXON_INF_UP ABCC2 ACAA2 ACOXL AIRN AK3 ALCAM ALOX15B AMDHD2 ANAPC11 ANXA1 ANXA6 AOPEP ARL5A ATP1A2 ATP6V1E1 AVEN B4GALT1 BABAM1 BANF1 BANK1 BAZ1A BIK BORA BRCA1 BTG3 C15orf39 CAPG CBLN4 CBX4 CCHCR1 CCNF CCR9 CD86 CDH9 CELF5 CEP120 CHADL CHD7 CKAP2L CLDND2 CMTM6 COPS3 CORO2A COX5A CREBZF CST3 CYP2S1 CYTH2 DCAF15 DCBLD2 DDR1 DENND2C DIPK1A DKKL1 DNAJC15 DPH1 DPYS DSCC1 DYNLRB2 ECT2 EEF1E1 EIF3C ELF4 ENKD1 ENPP1 FABP5 FLT3LG GAS2L3 GBP4 GBP7 GEM GEMIN2 GNA15 GNAI2 GOLT1B GPAT3 GSE1 GUCD1 H2BC13 HAAO HDAC3 HELB HOPX HS3ST3B1 ID2 IL12RB1 IL12RB2 IL15RA ILDR1 ING1 IRAK2 ITGA2 ITGAX KBTBD2 KCNK6 KIAA1522 KLRC1 KLRG1 KRTAP17-1 LFNG LGALS1 LMAN1 LRRC8A MATN2 MDFIC MDGA2 MDM2 MED11 MED7 METRNL MKI67 MMACHC MTFMT MYADM MYO1F NABP1 NCCRP1 NOMO1 NT5C3B NUCB1 NUP54 OSBPL3 PADI2 PAK6 PARPBP PCDHB13 PCYT1A PDSS1 PDZD8 PIK3R5 PLP2 POLE3 PPP1R12A PPP1R14C PPP1R18 PPP2CB PRICKLE3 PRKAG1 PRKAR2A PRKAR2B PRKD3 PRR5L PSMD13 PYCARD RAP1GAP2 RAP2A RASGRP2 RBPJ RNGTT RNPEP RRM2 RSPH6A S100A4 SAMHD1 SANBR SAPCD2 SDF2L1 SDHB SEPHS2 SGO1 SIKE1 SIRT2 SLC16A6 SMC5 SNHG3 SNX9 SP3 SPATA5 STIP1 STRN STT3B SWAP70 SYTL2 TBL2 TBX21 THBS2 TIPRL TMBIM1 TMEM128 TMEM129 TMEM14C TMEM41B TNS2 TSHZ1 TTLL3 TUBGCP2 TUFT1 UCHL5 UST VAX2 WDR44 WRNIP1 YBX3 ZBTB38 ZC3H8 ZDHHC15 ZDHHC21 ZEB2 ZNF654 ZNF697 GSE36078_WT_VS_IL1R_KO_LUNG_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36078_WT_VS_IL1R_KO_LUNG_DC_DN ABHD14B ADAM19 AFG1L ALAD ANXA1 ANXA6 AP4S1 APIP APOBR ARHGAP15 ARSK ART3 ASB5 C1orf21 C7orf57 CACNA2D2 CAPRIN2 CC2D1A CCL5 CCR9 CD47 CD7 CDC14B CDC40 CDC42EP4 CDK5RAP3 CEP72 CERCAM CFAP91 CHPT1 CHSY1 CKAP5 CKS2 CLCC1 CLN3 COBLL1 CRYBG1 CRYBG2 CST7 CTSW CUX1 CXCR3 DCAF12L1 DDX49 DET1 DMAC1 DNAJB4 DNAJC15 DPP9 DRG2 DSTN DTX1 DUS4L DYNC2LI1 DYRK2 EEF1E1 EFEMP1 EML3 F2R FCGR2B FGF13 GAB3 GABARAPL2 GANC GBE1 GPATCH1 GPN1 GRAMD2B GTPBP6 HECTD2 HID1 HM13 HMBOX1 HMGA2 HSD11B1 IER3 IFITM10 IFRD1 IKZF3 IL18R1 IL18RAP IL1RL1 IL2RB ITGB3 KATNB1 KCNJ8 KCNK1 KCNK5 KLF16 KLRC1 KLRD1 KLRK1 KRTAP13-2 LAIR1 LARS2 LGALS1 MBNL3 MED12 MEIS3 MEN1 MRPS34 MYADM MYL4 MYO1F MYO6 NAP1L5 NCEH1 NIF3L1 NKG7 NMNAT2 NUP188 NXN PAICS PAK6 PBLD PDE8A PDLIM1 PELO PEX16 PIGK PIP5K1C PLAC8 PLEK PLEKHB1 PLP2 PMS1 POU6F1 PPP1R35 PRDM1 PREX1 PRICKLE3 PRSS12 PTCD1 PTPN2 PTPN21 PYCR3 RAB12 RBCK1 RCC1L RCN1 RPA2 RPL37 RPP21 RPS27L RRAGC RUNX3 SASS6 SELPLG SERPINB1 SFXN1 SHROOM3 SLAMF7 SLC25A2 SLC66A1 SMIM8 SMPDL3B SNRPD1 SPO11 SPRTN SRP68 ST3GAL6 ST7 STRBP SUB1 SUSD2 SYTL2 TACC1 TARS3 TASL TBC1D1 TBC1D10A TENT5A TIAM2 TIMM10 TIPARP TMOD3 TMUB2 TRAPPC11 TRMT10C TSPAN4 TXNDC5 TYSND1 UBE2V2 UNC5CL UQCC5 UQCR11 USP30 UST VIPR1 VTI1A WDR46 WDR76 XYLB YES1 YJU2B ZBTB34 ZC2HC1C ZNF605 ZNF654 ZSCAN12 GSE36078_WT_VS_IL1R_KO_LUNG_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36078_WT_VS_IL1R_KO_LUNG_DC_UP ABCB9 ABI3 ACBD3 ADAM18 AFF2 AGFG2 AGT AICDA AIRE ANKIB1 AP5Z1 APBB1 ARF1 ARHGAP21 ARL14 AURKB B3GNT9 B4GALT1 BMX BRCC3 C12orf56 C12orf75 C19orf67 C1orf56 C6orf141 CAMK1G CCL1 CCND3 CCT6B CDKL4 CDKN1A CHAD CHADL CHD3 CHSY1 CKMT1B CLEC4D CMAS CNTNAP4 CNTROB CPNE9 CREB1 CTSC CTSD DAW1 DDR1 DDX25 DIO3OS DLGAP1 DRD3 EXOC3L1 FAM184A FAP FBP1 FES FFAR4 FGG FKBP8 FOXC2 FOXP2 GLOD5 GP1BA GPR171 GPRIN1 GRIN2D GUCD1 H2AX H2BC3 HAS3 HEPACAM2 HERC6 HES3 HOPX HSD11B1 HSDL2 HTR6 IFIH1 IFIT2 IFNG IFNGR1 IL15RA INHBA INTS14 IRAK2 ITPKA KCNA2 KCNK4 KCNK6 KIF23 KLRC1 LBX1 LMNTD2 LRP4 MACC1 MATN2 MCOLN2 MED12L MED7 MMP14 MPP1 MRGBP MRPL38 MRS2 MXD1 N4BP2L2 NAB2 NCCRP1 NEUROG3 NIPA2 NKG7 NKPD1 NMNAT2 NPLOC4 NTN4 NUDT7 OAS2 OIT3 OPN1SW OTOA P2RY12 PAK6 PARP9 PAX7 PBX3 PHGDH PKD2 PLA2G4A PLCG2 PLEK PMCH PMFBP1 POC5 POLA1 PPP2R1B PTGIR PUM3 RAP2A RARRES1 RBMS2 RDH5 RGS1 RRAS2 RUNX3 SCN11A SIX4 SLAMF7 SLC12A4 SLC1A7 SLC25A34 SLC30A8 SLC6A18 SLC7A5 SLC7A8 SLFN5 SLFNL1 SLIT2 SMAD2 SMYD5 SPATA2L SPESP1 SRFBP1 SRP19 SRRD STARD6 STK10 STK32A SYNE3 SYNRG TBX21 TEF TGM3 TIMM9 TM7SF3 TMCO5A TMEM125 TMEM129 TMEM154 TMEM175 TMEM200A TMTC2 TNFRSF1A TNNI1 TREML2 TRIM26 TRPC4AP TSFM TSKU TSPYL5 TUBE1 UBL5 UHMK1 USF2 VCAN VTCN1 WDFY3 WDR86 WIPF1 XRN2 ZNF784 ZNHIT6 GSE36095_WT_VS_HDAC9_KO_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36095_WT_VS_HDAC9_KO_TREG_DN ACTRT2 ADCY2 ARRDC5 B2M BMPR1B BPIFB2 BRAT1 C16orf54 CAMK1G CASKIN1 CCNB3 CD207 CD96 CDK10 CGA CLDN4 COL6A6 CSF1R CYP2G1P CYP7B1 CYTH4 DHRS2 DIO1 DLEU7 DNASE1L2 ELF5 ENC1 ENTREP2 FABP3 FADS2 FAM171A2 FBLL1 FBXO41 FGFRL1 FOXS1 FSCN2 GARNL3 GFRA4 GFRAL GLI1 GLIS1 GPX2 HACD1 HCST HOXC4 HTRA4 IGF2BP1 IL16 IL23R IL27 IL7R INA ITGA10 IYD JPH3 KBTBD8 KCNA2 KIFC3 LATS1 LHFPL4 LIPC LRRC3 LSMEM2 MGP MIR204 MIR32 MIR504 MIR665 MMP7 MTHFSD NETO1 NEUROG2 NFE2L3 NPFFR1 NPTX2 NRL PARP14 PCOLCE PCSK9 PLA2G7 PLN PM20D2 PSPN PTPN12 PTPRB RDH16 RGR RGS8 RIMS3 RNF144A RNF32 RRN3 SAMD7 SCGN SCN4A SFTPC SLC17A8 SLC19A1 SLC22A12 SLC22A7 SLC45A3 SLC6A19 SLC6A4 SPIC SPNS1 SSC4D SST SULF1 SVOPL SYTL5 TBL2 TEKT2 TEPP TLL2 TMC3 TMEM106B TMEM221 TNS4 TRIM38 TSC22D3 TTC22 VTN WDCP GSE36095_WT_VS_HDAC9_KO_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36095_WT_VS_HDAC9_KO_TREG_UP AAAS ACAA2 ACSBG1 ADAMTS6 ADCY6 AKAP7 ALDOC ALKBH6 ANXA4 APOE ARHGEF3 ARMCX3 ASF1B ASPM BANF1 BCAT1 BLK BLNK BLTP3B BZW2 CASP8 CD19 CD2 CD22 CD24 CD36 CDC42SE2 CDKN1A CENPI CEP55 CERK CHAF1B CHST15 CISH CLPTM1 CR2 CTNNA1 CTSH CTSZ CYBB CYFIP1 DDX19A DGAT1 DNAJB13 DUSP6 ECT2 ELL2 ESCO2 ETFB EYA2 FAM114A2 FAM183BP FAM78B FBXW8 FCRL1 FNDC8 GLUL GOT1 GSTO1 GSTT2 GTF2IRD2 GZF1 GZMB H3-3B HAUS4 HDAC1 HIF1A HMGN3 HSPBAP1 HYCC1 IFI30 IMPA2 IPO5 IRF5 JMJD1C KCNQ5 KHDRBS3 KIF11 KIF20B KIF23 LDHA LIF LPCAT3 LRRC57 MAP2K1 MASTL MEF2C MFF MIR367 MMD MPDU1 MPZL2 MR1 MS4A1 MTMR14 MXD4 MYO1E NAPSA NBAS NEDD1 NFKB1 NFKBIA NFKBIZ NIT2 NMRK2 NUDT22 NUF2 OPA1 OTULIN PA2G4 PANX1 PDE1B PDE7A PFKL PGAP2 PHLDA1 PIM1 PLA2G4F PLCG2 PLCXD2 PLIN2 PLK1 PLK2 PLXDC2 PPARG PPFIBP1 PPP2R3A PRC1 PREB PRKCSH PROS1 RAB11FIP2 RAPGEF5 RAPH1 RASGRP3 RFWD3 RHOB RNF41 RPIA S100A6 SAMSN1 SCD SEMA7A SERPINE2 SIRT4 SLC23A2 SLC27A2 SLC43A1 SLC43A3 SLC52A1 SNX9 SPATA13 SPRR4 SQLE STIL SYPL1 TBCB TDP1 TGFA TIA1 TMEM107 TMEM35A TMPRSS13 TNFAIP3 TNFAIP8 TOM1 TPD52 TRABD TUBA1A TXNIP UBAC2 UNC93B1 USF1 USP10 USP18 USP54 VAV2 VIL1 WDFY4 WEE1 XBP1 YEATS4 GSE360_CTRL_VS_B_MALAYI_HIGH_DOSE_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_CTRL_VS_B_MALAYI_HIGH_DOSE_DC_DN AASS ABCB4 ACTC1 ADAM28 AMHR2 AMPD3 AP4E1 APOA4 APOD ARHGAP32 ARL4A ARR3 ATXN10 AURKB BMP2 BTBD8 C1QBP C2CD2 CABP1 CAPRIN1 CCL23 CD40 CD93 CDKN2A CDS1 CEACAM7 CEP104 CEP68 CHD1L CILK1 CLCA2 CLEC16A COL1A2 COX7A1 CRH CROT CSF3 CTF1 CUBN CUL9 CYTH3 DAGLA DAPK1 DDX52 DEFB1 DLEC1 DPM2 EIF1AX ELAVL3 ENDOU EPHX2 ERCC8 ERI2 ETS2 EZH2 FCAR FCGR1A FGFR4 FHL1 FOXN3 FRAT2 GH1 GNA11 GNB5 GNG4 GNRH2 GPC1 GPR35 GPX7 GUCY2F GUSBP11 H2AC16 HAGH HBBP1 HLA-G HMBS HMCES HNRNPAB HSPA1A HSPA5 HTR2C IFI6 IL1RL2 ILF3 IMP4 ING3 INPP4B INPP5E IPO7 IQSEC2 IRF8 IRS2 KDM7A KXD1 LRP2 LTBP1 MAG MAGEA11 MAPK1 MAX MBNL2 ME3 MFAP3 MICAL3 MMP14 MPZL1 MSLN MUC6 NACC2 NAE1 NAPA NCF4 NPFF NTRK1 OSM OSTF1 OVOL3 P2RX7 PADI2 PBX2 PDCD6 PDE1A PDE6D PDK2 PHB1 PHB2 PHF2 PHGDH PHKG1 PHLDA2 PLA2G15 PLAT PLCE1 PPBP PPP4C PRKY PRPF40A PTGES3 PTPRCAP PYGM QDPR RAB3GAP1 RAB40A RAB9A RALA RCN2 RHOQ RNF44 ROR2 RUNX1 RUVBL1 SCAMP3 SCARF1 SCN1B SEMG2 SERPINB3 SHOX2 SIRPB1 SLC16A5 SLC35A3 SLC7A5 SLIT2 SMARCC2 SPINK4 SPON1 SPRY2 STMN2 STRN SUCLG2 SULF1 SYMPK SYN1 TAF1B TAX1BP3 TBCB TFF3 TKT TLR6 TMEFF1 TRIM27 TSC22D1 TTLL4 TUBB2A TUBB7P UBE2K UBE2S UBL4A UGCG USP20 VEZF1 WWP2 XCL1 XPC ZNF136 ZNF280B ZNF92 ZRSR2 ZSCAN12 ZZEF1 GSE360_CTRL_VS_B_MALAYI_HIGH_DOSE_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_CTRL_VS_B_MALAYI_HIGH_DOSE_DC_UP ABCB7 ACRV1 ADGRG6 ADIPOR2 ADM AFAP1 AGAP2 AHCYL1 ALDH1B1 AMELY ANP32A AP2B1 APOBEC2 ARHGEF16 ARNT2 ATG4A ATP2C1 ATP6V1E1 BAAT BAMBI BAZ2B BBS4 BDKRB1 BLM BTK C1orf105 C3AR1 CA4 CACNB1 CASC3 CASP1 CBFA2T3 CBX5 CDC14B CDC42 CDC7 CDKN2D CECR7 CEP170B CETN3 CHD3 CHEK1 CHPF CKAP5 CLDN7 CLK1 COASY CRTAM CSN2 CXCR4 CYB561 DAAM2 DAD1 DAP3 DHFRP3 DNAH7 DNAJC8 EIF4B ENO2 ENSA ENTPD1 ERG ETV1 ETV5 EXO1 FABP3 FABP6 FAF2 FAM169A FDPS FEM1C FERMT2 FGF4 FGL1 GABARAP GANAB GBX2 GGA2 GLUL GNLY GNPDA1 GSE1 GUCY1A2 H1-4 HNRNPA1 HSD11B2 IDH1 IFITM1 IFNG IL5 ITPKC JADE3 JMJD1C KCNIP4 KDM4B KIN KRIT1 KRT16 KRT75 KRT9 KYNU LAMTOR5 LDHA LINC01587 LRP3 LRRN2 LSP1 LYPD1 MAP3K10 MCM3 MEGF8 MFAP1 MISP MLEC MLH1 MLH3 MPHOSPH8 MRC2 MRE11 MS4A1 MSTN MTAP MYB MYRIP NBEAL2 NCKAP1L NCOA1 NDUFS2 NEDD4L NSDHL NTS ODF2 PDZK1 PFKFB1 PGAM1 PIK3CG PIP5K1C PKLR PLCH1 PLK2 PNP PPBPP2 PPP1R26 PPP4R1 PRPF4B PRPSAP1 PSMA5 PSMB7 PSMC1 PSMC5 RAB29 RBM6 RBPMS RETREG3 RGS2 RHOBTB3 RNF103 RNF40 RRM1 RUNDC3A S100A11 SETD3 SF3B1 SLC1A3 SLC1A4 SLC31A2 SMCHD1 SORBS2 SPOP SRRM2 STAB1 STIM1 STOM STT3A SUMO4 SV2A SYCP2 TARDBP TASOR TP53I11 TRIM14 TRPV6 TTC30A TUSC3 TXNIP UBE2L3 UCP2 USH2A UTP20 VAMP8 VDAC3 VSIG4 WSCD2 ZFP36L1 ZNF217 ZNF460 ZNF75D GSE360_CTRL_VS_B_MALAYI_HIGH_DOSE_MAC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_CTRL_VS_B_MALAYI_HIGH_DOSE_MAC_DN ACTN1 ADCY3 ADGRB2 AMHR2 AMIGO2 ANGPTL7 APLP1 APOA4 ARC ARR3 ATOX1 AVL9 BAG1 BBS9 BCAS2 BCR BRD1 BRD2 BRD4 BTBD3 C6orf47 CACNG3 CAMK2B CCL8 CCNE1 CD27 CD37 CD40 CD6 CD72 CD83 CD9 CEP250 CIC CLIP1 CLN5 CLTA CLTB CNOT4 CNR1 COLGALT2 COMT COPS7A COX7A2L CPNE1 CROT CST7 CUL1 CXCR2 CYP2C19 DAXX DDX11 DEDD DENND4B DHRS2 DLEC1 DZIP3 EEIG1 EMP1 EWSR1 F3 FAM168B FCAR FCN2 FOXJ3 FUT2 FUT4 GCDH GDF15 GNA15 GUSBP11 H2BC10 HELZ HIPK1 HNRNPL HPS5 HSD17B3 HSPA6 HTR7P1 ID3 IFRD1 IFRD2 IGF1 INPP5B IQSEC2 ITGAL ITIH3 ITPKB KCNAB1 KHK KHSRP KRIT1 LMNB2 LRRC8B LSM12 MARCKS MAST3 MBOAT7 MDFIC MDH2 MGST3 MRPS12 MUC6 MX1 MYRIP NCDN NCKAP1 NF2 NFATC2IP NID2 NPEPPS NR5A2 NRTN NUAK1 OGDH OR7A5 PAFAH1B2 PBX2 PCMT1 PDCD2 PDCL PDE6D PFDN1 PHF8 PIGO PIP5K1A PLK1 PNP PPIF PPM1G PRL PRPF4 PSEN2 PSMB5 PSMB8 PTPRCAP PTS PUM3 PYGM RAB8A RBBP5 RBL1 RCOR1 REM1 RFX2 RGS16 RNF103 RNF14 RPA1 RWDD2A SACS SAMM50 SAP18 SBNO2 SCN9A SDCBP SENP6 SH2D1A SLC11A1 SLC16A6 SLC25A1 SLCO2B1 SNX15 SOX11 SP2 SREBF1 SRPX2 SRSF10 SSNA1 ST3GAL4 STAT6 STOM SULF1 SULT1C2 SVEP1 TAF11 TERF2IP TGDS TIPARP TLE4 TMPO TNF TNR TOP3A TOR1B TRAFD1 TRIM21 TRIM22 TRIP10 TSC22D2 UBE2V2 UBR4 UGDH VWF XPO6 YIPF6 ZFR ZNF330 ZNF804A ZPR1 GSE360_CTRL_VS_B_MALAYI_HIGH_DOSE_MAC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_CTRL_VS_B_MALAYI_HIGH_DOSE_MAC_UP ABCB7 ABCE1 ACAA1 ACRV1 ALDH1B1 AP2B1 AP2S1 AP3M2 APRT ARMC8 ASMTL ATP5MG ATP6V1D ATXN1 AURKA BMERB1 BMPR1A BRINP1 BTG2 BTN3A1 CALM2 CAPN11 CCSER2 CD70 CDC16 CDH5 CDK11A CDKL1 CLSTN1 CPVL CS CTNNB1 CYB561 CYP2C18 CYP51A1 DCUN1D4 DGKZ DHCR24 DIRAS3 DNAH7 DNAJB12 DPP6 DPY19L2P2 DUSP3 EFNA2 EGF ELF3 EMD EML2 ENSA EPCAM ERCC3 ERF ERH EXOSC8 EXTL3 F7 FES FGFR2 FNBP1L FOXG1 FSHR GABPB1 GAL GATD3 GDI2 GGA3 GNG12 GNPAT GPI GPR3 GSK3B GUSBP3 H2AZ2 H4C3 HDAC5 HEXB HLX HNRNPF HTT IFNA16 IFT140 IGHD IGHM IMMT INTS10 IPCEF1 IRS1 ITGB5 KAT6A KCNJ1 KRT6A KXD1 LDLRAD4 LGALS3BP LPO LSM14A LTBP4 LYL1 MAN2B1 MAPK8 MAPK8IP1 MARCO MBD3 MCM7 MECP2 MISP MRC1 MRPL23 MRPL28 MSLN MSMB NAA10 NBR1 NCBP1 NDUFB8 NDUFS1 NELFB NIT1 NSMAF NUDT1 NUTF2 ORC4 P4HA1 PCDHB11 PCK1 PDCD4 PDIA4 PECAM1 PELP1 PFKFB1 PGM1 PIAS2 PITPNM1 PNN POLR3C PPBPP2 PPIP5K1 PPP1R10 PRCP PRSS53 PSMD1 PSME4 PTGDS RAB3GAP1 RAB5C RABL3 RALB RASSF7 RCE1 RIMBP2 RNASE4 RNF113A RPL3 RTCB S100A10 S100A13 SEPTIN11 SFMBT1 SFTPB SGTA SH3BP1 SLA SLC16A3 SLC18A2 SLC20A1 SLC2A5 SLC36A1 SLC4A7 SLC6A11 SLC6A9 SMARCC1 SNAPC2 SP100 SPAG7 SPEF1 SPINT2 SRSF6 STX12 SYT17 TAF4B TBC1D1 TBL1X TFAP2C THAP3 THOP1 TJP3 TMC6 TNPO1 TSFM TSPAN31 TSPAN4 UROS VAMP3 VASH1 VGLL4 XPO7 ZBTB17 ZNF148 ZNF217 GSE360_CTRL_VS_B_MALAYI_LOW_DOSE_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_CTRL_VS_B_MALAYI_LOW_DOSE_DC_DN AASS ADAM15 ADCYAP1R1 ADGRB2 ADGRL2 ADPRH ADSS2 AMELX AMHR2 ANGPTL7 APOBEC3C APOD ARR3 ATP6V0A2 ATP6V1B1 ATXN10 BMP2 BRCA2 C1QL1 CAMSAP1 CAPRIN1 CCL23 CCNE1 CCNI CD160 CD34 CD40 CD7 CD93 CDC42BPA CDK13 CDK8 CEACAM7 CILK1 COIL COL1A2 COX7A1 CPNE6 CR1 CRHR1 CTF1 CX3CL1 CYLD CYP7B1 DEGS1 DENND2B DLEC1 DOK2 DOP1B DSC2 DSP DTNA EFEMP2 ELL2 ERVW-1 EXT2 F2 FARP1 FAT2 FCAR FCGR3B FGFR4 FOXF1 FRY GAB1 GET3 GH1 GNA13 GNB5 GNRH2 GPX2 GRM4 GRM5 HCRT HDGF HRG HRH1 HSPH1 IBSP IKBKB IL10 IL23A IL7R INPP4A IRF8 IRS1 KCND3 KIAA0586 KIF3A KIF5C KLF7 KRIT1 LAIR2 LBP LCP2 MAPK8IP1 MAPT MAX MCAT MDFI MECOM MFAP2 MFAP3 MICAL3 MMP14 MPZ MPZL1 MSX1 MTSS2 MUC6 MYL3 NPRL2 NRG1 NT5C2 OBSL1 OGFR OVOL3 P2RY6 PADI2 PAFAH2 PARP1 PBX2 PDE1A PDE4A PDE4D PENK PHB2 PHGDH PHKA2 PHKG1 PITPNA PLA2G15 PLXNA3 POM121L1P POU1F1 PPFIA1 PPP2R1B PPP2R3A PRKAB2 PRKAR2A PRRG1 PRSS3 PSMB2 PTGS1 PTN PTPRCAP PYGM QPCT QPRT RABEP1 RAP1GAP RBM4B REG1CP RET RFX2 RLBP1 RNASE2 RPP40 RPS6 RREB1 RRH S1PR2 SALL2 SEMA3F SERPINA7 SF1 SFTPC SIGMAR1 SLC16A1 SLC35A3 SLK SMIM10L1 SNAPC3 SPINK4 SPINT3 SULF1 SUSD5 SYMPK SYN1 TAF6L TAGLN TDRD3 TENM1 TFDP2 TFE3 TMEM109 TNF TRAPPC6A TRIM27 TRIO TXNIP UBE2S UBE3B UNC119 ZFR2 ZNF280B ZNF37A ZNF428 ZNF92 ZYX GSE360_CTRL_VS_B_MALAYI_LOW_DOSE_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_CTRL_VS_B_MALAYI_LOW_DOSE_DC_UP ACTA2 AKAP6 AKR1B10 AKR7A2 ALDH1B1 AMELY ANXA2P1 AP4S1 APBA3 APOBEC2 ARIH1 ASB9 ASTN1 AVL9 BAAT BAIAP2 BASP1 BIRC5 BLM BPTF C1D CACNA1E CALB2 CAND1 CARD8 CASP5 CBX1 CBX7 CCDC69 CD28 CD2AP CD38 CDC42 CDKN1B CDKN3 CELF2 CETN2 CETN3 CFH CHST15 CLK1 COX10 CRELD1 CRTAM CTSB CTSZ CYB5R1 DDX17 DKK1 DLGAP4 DNAH7 DNM3 DOK1 DUSP4 EEA1 EIF3A ETV6 EXO1 FAM131A FAM13C FAM8A1 FANCL FERMT2 GBE1 GHRH GNLY GSTZ1 H1-10 HNRNPA3 HNRNPH1 HRC IDH3B IFIT5 IFNA5 IGFBP5 INPP5J ITGB5 KBTBD2 KCNIP4 KDM4B KLHL23 KLRB1 KRT16 KRT17 KTN1 LILRA2 LINC01558 LINC01587 LRP3 MAGEC1 MAP4K2 MAPK9 MAPKBP1 MCL1 MFAP1 MISP MKLN1 MMP16 MPZL2 MT1X MYEF2 MYOF MYOZ2 MYRIP NCAM2 NCOA6 NCR3 NFIA OCM2 OVOL2 P4HA1 PDE2A PDGFRL PDYN PEG10 PFKFB1 PGAM1 PGM1 PHF8 PLCH1 PLCH2 PON2 PPBPP2 PPP2CA PPY RAB14 RAD51B RARB RASSF8 RBM10 RBM6 RBPJ REN RFC1 RHOC RNASE1 RPL21 RPL7 RPS24 RPS27A RRM2 RUNDC3A RUNX1T1 S100A10 SDCBP SEC13 SEMA3E SERTAD2 SGCG SH3BP5 SKP2 SLC29A1 SLC2A3 SLC5A3 SNW1 SORCS3 SPTBN1 STIM1 STS SULT1B1 SULT2A1 SUMO4 SV2A TAF6 TARBP2 TBC1D4 TEC TESK2 THUMPD1 TLR3 TMED2 TMED3 TMF1 TNC TNFRSF10B TNFSF14 TRIM14 TSPAN1 TUBG1 UBXN8 VDAC3 VPS11 WIPI2 WNT2B ZC3H4 ZCCHC24 ZFC3H1 ZFP36L1 ZG16 ZMYM2 ZNF177 ZNF460 ZNF7 ZNF75D ZRSR2 ZRSR2P1 ZSCAN9 ZSWIM8 GSE360_CTRL_VS_B_MALAYI_LOW_DOSE_MAC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_CTRL_VS_B_MALAYI_LOW_DOSE_MAC_DN ABCF1 ADCY3 ADSL AFAP1 AKAP10 ALDH1A2 AMFR AMHR2 ANGPTL7 ARHGEF1 ARIH1 ARTN ASS1 ATP1B2 ATP6V1H B3GAT3 BARD1 BECN1 C1orf216 CADM1 CAT CBX3 CCL7 CCNH CCNYL7 CD37 CDH16 CDH8 CHAF1A CHKB CLASP1 CLDND1 CLK3 CLTB CNKSR2 CNN3 CPB2 CRADD CRKL CUL1 CX3CL1 CYC1 CYP2A6 DAP DENND2B DGKA DHX16 DHX38 DKK4 DLEC1 DOCK2 DOLK DUSP2 DYRK1A ECPAS EIF2B4 EMD ENOX2 ETFA ETHE1 EXOSC8 F7 FAM120A FBXW11 FEN1 FHIT FYN GAS6 GLO1 GNA15 GNRH2 GOT1 GPATCH8 GPRIN2 GRIP2 GSK3A GUCY2C GYPB H2AC6 HAGH HAUS3 HCFC1 HIC2 HINT1 HIVEP1 HLA-J HMOX1 HNRNPA2B1 HSPA6 HTR2A ID3 IFI44 IFT27 ILK IQSEC2 ITPKA JOSD1 KAT6B KATNA1 KATNB1 KDM5D KHSRP KIF2A KLF6 LRRC8B MAPK3 MATR3 MIPEP MOB1A MOBP MRFAP1L1 MUC6 MUSK NCOA4 NDUFA6 NDUFB3 NDUFS7 NHP2 NKX2-8 NPAS1 NPHP4 NR2F2 NUP58 OCEL1 OPTN OSER1 PAICS PARVB PCBP2 PCDH1 PCDHGA8 PCYT1B PDIA5 PEBP1 PEX10 PICALM PIK3C2B PLEKHM2 POM121L9P POU2F2 PROX1 PRPH PSMB2 PSMC2 RAB32 RABGGTB RAPGEF5 REM1 RNF126 RNF13 RNPEP RNPS1 ROCK1 RPS6KA2 RRBP1 RTN4 SARAF SARS1 SCEL SCN9A SDC1 SEC13 SEMA3D SERPINE2 SF3B4 SH3BP5 SHOX SLC35A1 SNRK SOX2 SPINK4 SRP9 ST3GAL2 STARD13 TAF11 TAF9 TBCA TBCB TCERG1 TERF2 THOP1 TMEM94 TNFAIP1 TP63 TRIM13 TRPM1 TSC2 TSR3 TUBGCP3 UBE2A UBN1 UQCRFS1 WNT5A WSB2 XPOT YJU2 ZNF337 ZNF500 ZNF593 ZNHIT1 GSE360_CTRL_VS_B_MALAYI_LOW_DOSE_MAC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_CTRL_VS_B_MALAYI_LOW_DOSE_MAC_UP ABCF3 ACIN1 ACRV1 ADAMTS3 ADCYAP1 ADH5 ADK ADSS2 ANKRD40 ANP32B ARPC1A ARPP19 ASAH1 ASF1A ATP2B2 ATP5MC3 ATP5PB ATP6AP1 B4GALT1 BCKDHA BCL7A BTG2 BTN3A1 C3AR1 C6orf47 CALR CAPZA1 CCSER2 CEBPA CFD CHMP1A CHUK CLK1 COG4 COX6A1 CSK CSNK1E DAPK2 DDX28 DDX52 DPM2 DYRK4 EFNA2 EIF4A3 ENSA ERBB3 ESRRG FADS1 FAM168B FARP1 FAT2 FBLN1 FCMR FGFR2 FOXJ2 FOXK2 FSCN1 GBE1 GIPR GLS GLT8D1 GPAA1 GPC4 HLA-E HMGB1 HMGCS2 HMGN2 HNRNPL HYAL2 ICE1 IFNAR1 IL16 IMP4 INPPL1 IRAK3 ITGA6 ITGB1 KDM5C KLK13 KLK6 KRAS KRT13 KRTAP26-1 LAMP1 LAPTM4B LPL LTBP4 LY6E MARF1 MAST4 MCM5 MED12 MED21 MINDY2 MPHOSPH8 MSMB MTX1 MUC4 MX2 MYL6B MYO1F MYOG NARS1 NUP160 OFD1 OPCML ORC4 OTUB1 PAF1 PAK1 PCF11 PCGF1 PDE10A PDLIM7 PEX14 PFKFB1 PGD PISD PLCG2 PLD3 POLR2J POLRMT POP4 POU6F2 PPIB PRELID3A PRG2 PRKCA PRKD2 PSCA PSMD3 PTOV1-AS1 PTP4A3 PTPRA PTPRU PUF60 RABIF RBCK1 RBM14 RIMBP2 RPL18 RPS6KA5 RRN3P1 RYR2 S100A9 SC5D SCFD1 SDC4 SECTM1 SEMA6C SEMA7A SEZ6L SHB SLC7A5 SMPD1 SMURF2 SNX17 SORBS3 SOX12 SOX9 SP100 SP140 SPAG7 SPECC1L SPN SREBF2 SRGN SRSF7 SSB SSNA1 ST20 STK19 SUCO TCIRG1 TCTA TDG TDGF1 TESK1 TEX30 TFIP11 TGFB1I1 THOC2 TIMP3 TNFRSF9 TOP2A UBE4B UGP2 UGT2B7 USPL1 UTP3 VGLL4 WBP4 WHAMM WWOX ZDHHC18 ZFHX3 ZMYM2 ZNF212 ZNF384 ZSCAN12 GSE360_CTRL_VS_L_DONOVANI_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_CTRL_VS_L_DONOVANI_DC_DN ACO1 ACOT7 ACOX1 ADAM19 ADAM8 ADM AFF2 AHR AKR1B1 ALAS2 AMHR2 ANGPT1 ANGPTL7 AOPEP APOBEC3G ATP2B2 ATP6V1G1 ATP8B1 AUH AURKB BTG1 C1QL1 CAMK2B CASP7 CCL23 CCL3 CCL4 CCL7 CCR6 CD160 CD34 CD83 CDK2 CEBPD CELA2A CHL1 CMKLR2 CNIH3 CPNE6 CRHR2 CRK CSF2RB CSNK2A2 CST7 CTSL CUL7 CXCL8 CXCR4 CYB5A DLEC1 DNAH17 DUSP5 EDC4 EHD1 EIF1AX ELL2 EMP3 ENO2 ERC2-IT1 ETS2 FAM110B FCAR FCGR2A FCGR2B FGFR2 FLT3LG FOXN3 FST G0S2 GABRP GADD45A GAL GAL3ST1 GCAT GHRH GLE1 GNRH2 GPR3 GREM1 GRIN1 GRIP2 GSDME GSTT4 GYPC H2AC6 H6PD HBEGF HOPX HOXC6 HSF4 IER3 IFRD1 IGFBP1 IL15RA IL2RG IL3 IL4R IL9R INA IQSEC2 IRS2 JAK3 KDM6B KDM7A KEL KLK10 KRT16 KRT86 LAMP3 LITAF LMO1 LY75 LYPD3 MAP2K1 MBP MC2R MEF2D MFAP3 MICAL3 MMP9 MSC MT1B MT2A MUC6 MX1 N4BP1 NAPA NCKIPSD NDRG1 NFATC2IP NFKB2 NFKBIA NR2F1 NR3C2 NRP2 OBSL1 P2RY6 PAX3 PDE2A PDGFRA PGAP4 PHYHIP PNRC1 POU1F1 PPP3CC PTGER2 PTHLH QPCT RAI14 RARRES1 RASGRF1 RELB RGL1 RHOQ RNFT2 RPS6KB1 RREB1 S100A10 SCARB2 SEMA7A SF3A2 SIAH1 SIX6 SLC16A5 SLC17A4 SLC24A5 SLC39A8 SLPI SMAD7 SPINK4 SQSTM1 SRSF8 SSNA1 STX11 SULT4A1 SYN1 TBCB TDRD7 TFDP2 TFF3 TFPI TGM3 TJP1 TNIK TRAF1 TRIM27 TUB TUBB2A TXN TYMP UBE2S UGCG UNC5B USP20 VCP VPS8 WDR62 ZBTB17 ZBTB22 ZNF136 GSE360_CTRL_VS_L_DONOVANI_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_CTRL_VS_L_DONOVANI_DC_UP AASDHPPT ABCC5 ACRV1 ACTA2 ADH1A ADIPOR2 ADORA3 AHCY AHCYL2 ALDH1A1 ALDH1B1 ALDH5A1 ANKRD17 ANKRD26 ANP32A AP2A2 APOC1 APRT ARHGAP4 ARHGEF7 ASTN1 ATP2B1 ATP5MC1 BAAT BLOC1S1 BLTP2 BLVRA C12orf29 C3AR1 CBX5 CCR1 CCR5 CCT3 CD14 CD163 CD1B CD1C CD1D CD1E CD33 CDK5 CHML COIL COL15A1 COMT CPVL CSTF1 CTDSPL CYB561D2 DDX28 DDX39A DIAPH1 DNAJC16 DNAJC9 DNASE2 DPYD EIF2B5 EIF3H EIF3K EIF4B EIF4EBP1 ENC1 ERG FADS1 FAM169A FAM8A1 FASTK FAU FEN1 GART GBX2 GCHFR GGA3 GLB1 GNPDA1 GPX3 GRHPR GTF3C2 H2AZ1 HINFP HLA-DMB HLA-E HNRNPA1 HSDL2 INPP5D ISG20L2 ITGA3 KAT2A KCNAB2 KRT12 KXD1 KYAT1 LILRA2 LMTK2 LRP1 LRP3 LSP1 LTA4H LTB LY6G6D MCM3AP MDC1 MED12 MED22 MED8 MEGF9 METAP1 MISP MPP1 MPPE1 MTHFR MYO7A NASP NCAN NCAPD2 NCF4 NCL NDUFS2 NDUFV1 P2RY14 PART1 PBX3 PCCB PCNA PDCD4 PECAM1 PFDN5 PHF8 PHGDH PIK3CG PIP4K2A PIP4K2B PLCG2 POGZ POLR2H PPBPP2 PPIC PPP1R26 PPRC1 PRCP PRDX2 PSTPIP1 RASSF8 RNF10 RNF4 RPL14 RPS6KA1 RPS6KA2 RXRA S100A4 SACS SCCPDH SCGB1A1 SDC3 SEC14L1 SELENOP SF3A3 SGMS1 SH3BGRL SH3GL1 SLC1A4 SLC35D1 SLC38A10 SLC7A7 SLC7A8 SNRPA1 SNU13 SOGA1 SORL1 ST3GAL5 SYMPK TAF6 TARDBP TASOR TBC1D2B TDRD3 TES TMF1 TNR TOB1 TRAPPC8 TRIB2 TTC3 TXNIP UBA7 UQCRC2 USF2 UTP14C VAMP8 VASH1 VAV1 VGLL4 VPS52 WDFY3 WDR1 XYLT1 ZBTB1 ZNF473 ZWINT GSE360_CTRL_VS_L_DONOVANI_MAC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_CTRL_VS_L_DONOVANI_MAC_DN ABCC3 ABHD5 ABL1 ACP1 ACSL4 ADAM8 ADCY6 ADD3 AMHR2 ANKRD46 APBB3 AR ARL4A ARR3 ATOSB ATP1B3 ATP5PB AZIN1 BCL2L1 C1QL1 CAMSAP2 CAPZA1 CCNF CD27 CD40 CD46 CDH16 CDK2AP2 CHD9 CHUK CKAP4 CLDND1 CLINT1 CNBP COL4A5 CPNE1 CPQ CRYBA4 CSF2RB CTBS CTDSPL CTNNB1 DCHS1 DDC DDR1 DDX11 DENND3 DHX15 DHX29 DLEC1 DNAJB9 DOCK4 EAPP ECM2 EEIG1 EPB41L3 FAM98A FMR1 FOSL2 FUT6 GGPS1 GNRH2 GPATCH8 GSAP GTF2H1 GTF3C1 HARS2 HDGF HNRNPA2B1 HNRNPH2 HSP90AB1 HTR6 IDS IFNGR1 IKZF1 IL10RB IL15RA IL17RA IL9R INPP5B IQSEC2 ITGB4 KCND3 KDELR1 KHDRBS3 KIFC3 KRT10 KRT2 KRT9 LAMB3 LDLR LEPROTL1 LETMD1 LIN37 LRIG2 LRRC8B LUZP1 MACF1 MAP3K5 MAPKAPK5 MAT2A MBOAT7 MDFIC MICAL3 MOAP1 MUC6 NCBP2 NDP NECAB3 NFATC2IP NFX1 NHLH1 NIPSNAP2 NXF1 ODC1 OSMR OTUD4 OXSR1 PARVA PBX2 PCSK5 PDHX PDLIM5 PDXDC1 PES1 PEX3 PF4 PGM1 PHF8 PHIP PIGA PIP5K1A PLP2 PLPBP PPP1R11 PRRC1 PSG11 PTAFR PTPN22 PTPRCAP PUM2 PXN PYGM RABGAP1L RAP1B REM1 RSBN1 S1PR1 SCN9A SERPINE2 SH3BGRL SH3BP5 SLA SLC30A1 SNAP23 SPINK4 SPINT2 SREBF1 SRRM1 SRSF9 STAG2 STT3A STXBP3 SULF1 SUMO3 SUSD5 TAB2 TDG TFAP4 TGOLN2 THBS2 THOC2 TNNC2 TNP1 TOMM34 TP53BP2 TRAF5 TRIB1 TRIM16 TRIM33 TRIM37 TTC3 TUBB4B TXN UBE2D2 UBE2V2 UBXN4 UCK2 UCP3 URB2 USP12 UTRN VEZF1 VPS35L WBP4 WSB2 ZBTB5 ZFR ZMYM2 GSE360_CTRL_VS_L_DONOVANI_MAC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_CTRL_VS_L_DONOVANI_MAC_UP ACADVL ACTN1 ADAM15 ADCYAP1R1 ADGRG6 AFF1 AGPAT1 AHNAK ALDH1B1 AP1B1 ARF5 ARMC8 ARRB2 ASB1 ATP5MF ATP5PD ATXN2 BCL7B BLCAP BRINP1 BTBD2 BTN3A2 BTRC CAP1 CBY1 CCNI CD302 CD37 CDA CDC42BPA CDH5 CEBPA CHERP CHMP1A CHST15 CLEC10A CLEC16A COX5A CPVL CSNK2B CUL2 CYFIP1 DAP DDB1 DHX38 DIAPH1 DNAH7 DUSP7 EEF2 EIF3D EIF3E EIF3F ELAC2 ELOC EPHB2 ERCC3 ESR1 ESYT1 FADD FAM3A FCN1 FOXN3 FUCA1 FZR1 GABARAP GCN1 GFUS GNA11 GNAI2 GOLGA1 GPC3 GPX2 GRSF1 GSTP1 GUSB H1-0 HCLS1 HK3 HLA-DPA1 HLA-DRA HSF1 HTR7 HYAL2 IFNA16 ITGAM ITGB1BP1 JUP KCNQ1 KHDRBS1 KRT8 LDLRAD4 LPO LRPAP1 LSM4 MAP2K3 MAPKAPK2 MARCHF6 MARCO MARS1 MISP MKRN1 MPHOSPH8 MPST MRPL28 MSMB MYBPC2 MYL6 MYO1F NCOR2 NDUFA1 NEK2 NUCB1 OAZ1 ORC4 OS9 PAF1 PARP4 PC PCCB PDCD11 PDXK PELP1 PFKFB1 PFN1 PIAS2 PISD PLCG2 PLEKHM2 PLEKHO2 PLTP PLXND1 POLR2J POLR2L PPBPP2 PPM1G PPP1CA PPP1R10 PPP3CB PPT1 PRCC PRDX2 PSMB4 PSMB9 PTPN13 PTPRU RABGGTA RALY RHCE RNASE1 RPS21 RXRA SDHB SDR39U1 SEC13 SF1 SF3A3 SHC1 SLC18A1 SLC25A5 SLC43A1 SLC4A7 SLC7A4 SLC7A7 SNX1 SPARC SRRD SRSF7 STIM1 STK10 STK38 STX5 TAF10 TAPBP TBCB TBL3 TMEM186 TMEM187 TMX4 TPP1 TSPO TUBA1A TUBGCP3 TXLNA UBA7 UBE2I UBE2L6 UQCR11 UQCRFS1 UQCRQ UROS USF2 USP22 VASH1 VPS26C ZFHX3 ZNF189 ZNF384 ZNF451 ZNF629 ZWINT GSE360_CTRL_VS_L_MAJOR_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_CTRL_VS_L_MAJOR_DC_DN ABO ACOX1 ADAM19 ADM ADPRH AHR ALDH1A2 APBA3 ARL4A ATP12A ATP1B3 ATP2C1 ATP6V0A2 ATP6V0C ATP8B1 AUH AVIL BATF BMP1 BTG1 CABP1 CAMTA1 CASC3 CCL2 CCR6 CCR7 CD40 CD5 CDK17 CDX1 CELF2 CETN2 CFLAR CGREF1 CHD2 CIC CPNE6 CRYAB CTF1 CTSL CXCL8 CXCR4 CYP3A5 DDIT4 DENND3 DLGAP1 DNAH7 DNTTIP2 DPF2 DUSP5 ELAVL2 ELL2 ENO2 ETS2 EVPL EZH2 FBLN5 FCGR2B FCN3 FLT3LG FOXF1 FRYL G0S2 GAB1 GADD45A GAL GMPR GPR15 GPX2 H1-10 H2AC6 HGFAC HLA-DOB HSD11B1 HSPB1 ID2 IDO1 IER3 IFI35 IFI6 IFITM3 IFNGR2 IGHMBP2 IL10 IL1RN IL23A IRF1 IRS2 ITGAV ITGB3 ITSN2 KDM6B KDM7A KLF6 KRT85 KRT86 KYNU LAMB1 LGALS4 LITAF LLGL2 LYPD3 MAG MAGEA4 MARCHF2 MARCKSL1 MEF2D MEOX1 MIF MMP9 MPZ MT1G MT2A MTSS2 NAMPT NDRG2 NFIB OCRL P2RX5 PADI2 PARD6B PAX3 PCDHA9 PEBP1 PHLDA2 PIM1 PITX2 PLS3 POU2F2 POU3F2 PPARG PRPF3 PSMB9 PSME1 PSME2 PTGER2 PTPN1 RAB29 RAB8A RELA RGL1 RGS1 RGS12 RHOQ RNF19B RRAGA RRAGD RTL8C S100A10 S1PR4 SALL2 SECTM1 SERPINA1 SERPINA4 SERPINB9 SFTPC SGPL1 SIRPB1 SLC14A1 SLC17A7 SLC25A16 SLC39A8 SLPI SMNDC1 SMURF2 SOCS2 SOD2 SOX9 SPHK2 STAG2 SYMPK TAF6L TAP1 TCP10L3 TDRD7 TFE3 THBD THPO TIMP1 TJP2 TNF TNFAIP3 TNFAIP6 TPO TRIB1 TRIM66 TRPM1 TTLL3 TYMP UBE2L6 UCP2 VAC14 VAMP5 VPS13A WDR13 ZHX2 ZMYND10 ZNF253 ZNF785 GSE360_CTRL_VS_L_MAJOR_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_CTRL_VS_L_MAJOR_DC_UP ACLY ADIPOR2 ADORA3 AGO2 AHCY AHCYL2 ANAPC15 ARHGEF18 ARRB2 ATF4 ATP5MC1 ATXN1 BAD C11orf80 CA4 CAMTA2 CARD8 CD1C CD2AP CD33 CD37 CDK20 CDK5 CGA CLCN6 CLEC16A CLUAP1 COASY COL15A1 COPG2IT1 CPE CPSF4 CPVL CRY1 CTSB CYB561D2 CYP3A7 DAG1 DDAH2 DDOST DGCR2 DLX2 DMXL1 DNASE2 DOP1B E2F6 EBP EIF2B4 EIF2S3 EIF4A1 ELMO1 ERF FABP3 FAM131A FEM1B FGL1 FGR FOLR2 FRAT2 FSHB FUCA1 FYN GH2 GHRHR GNL2 GPKOW GPX3 GRIN1 GRPEL1 HABP4 HFE HMOX1 HNRNPUL1 HOMER2 HOXA11 HSD17B10 IDH1 IFI16 IGBP1 IL12A IL1RAP INPP5D INTS3 INVS IQCB1 ITGA1 ITGA3 ITGB1BP1 KAT5 KCNS3 KDELR1 KDM4B KIF13B KIF2C KMO KRT13 KRT19 KXD1 LAPTM4A LARP4B LECT2 LFNG LPCAT4 LPXN LRRN2 MAPKBP1 MBTPS2 ME3 MEGF6 MIOS MTCL1 MYL5 MYO1E NCAPD3 NCAPH NCF4 NDUFS2 NOVA2 NPEPPS NRXN3 NUP160 OTC PCCB PDE1B PDGFRL PECAM1 PEX10 PHKA2 PIK3CG PMVK POU2F1 PPFIA1 PPOX PPP3CA PQBP1 PRIM1 PRIM2 PSD PSMD9 PTK2 PTPN22 QDPR RAC2 RBM6 REN RERE RETREG3 RGS10 RPL3 RPL5 RPS13 RRAGB RRM1 S100A7 SACS SAMHD1 SEC23IP SEPTIN8 SGCA SLC25A24 SLC46A3 SLC4A4 SLCO2B1 SLIT1 SMAD7 SMCHD1 SMG7 SPARC SPRY1 SPRY2 STIP1 STS STX10 SYNGR4 TAL1 TARDBP TASOR TAX1BP3 TBL2 TCERG1 TFIP11 TLE3 TMCC2 TMEM187 TNFRSF10B TP53BP1 TPP2 TYRO3 UBE2B UBN1 UMOD USH2A VEGFC VGLL4 WDR43 YWHAH ZFHX3 ZNHIT1 ZYX GSE360_CTRL_VS_L_MAJOR_MAC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_CTRL_VS_L_MAJOR_MAC_DN ABCC4 ABCD3 ACAP1 ACSL1 AFDN AHR AKAP9 AMHR2 ANGPTL7 AP4M1 APOH ARID3A ARR3 BBS4 BCAS2 BIRC2 CA5BP1 CACNG3 CCNE1 CD27 CDKN1B CEP170 CHGB CLDN9 CLIC2 CLIC4 CLINT1 CLK3 CLN5 CNKSR1 CNR1 CNTN2 CNTN6 COG2 CPNE1 CSPG5 CTAG2 CTSE CYB5R3 DCT DCTD DDC DDX11 DEFB4A DFFA DHH DKK3 DLEC1 DLGAP1 DNM2 DNPEP DRC3 DVL3 DYNC1I2 DZIP3 EDC4 EFNA3 EFR3A ELAVL3 ELL2 EML3 ENOX2 EXOC6B EXPH5 FBLN1 G3BP2 GADD45G GCH1 GLS GNAT1 GNRH2 GPR135 GPRIN2 GRIK1 GRPR GSR HLA-F HLA-J HMGA2 HNRNPH1 HOMER1 HRG HS6ST1 HSF4 HSP90B1 HTATIP2 IGF1R ING2 INPP1 INPP5K IQSEC2 IRS1 ITPRID2 KCTD17 KIF1B MAPK1IP1L MAPK7 MAPRE1 MARCKS MBNL2 MDFIC ME3 MEIS3P1 MLN MRPS12 MTMR6 MUC6 MYD88 MYOF MYOZ3 NCKIPSD NQO1 NR1H2 NTF3 NUDT3 NUP153 NUP58 OPTN PAEP PARD6B PAX9 PBX2 PCDH8 PCDHGA8 PCOLCE PDE1A PDE1C PGK1 PGRMC1 PHF14 PLAGL2 PLPBP POLR1F POM121L9P PPFIA1 PPP1R2 PPP3CB PRPS1L1 PRRG1 PSIP1 PSMD7 PSMD8 PTPRCAP PTPRK PTS PYGM RAMP3 RAP2A RARRES1 RFPL3S RGS1 RIMBP2 RNF126 S1PR4 SAA1 SACS SAMM50 SCAND2P SECISBP2L SLC12A4 SLC13A3 SLC30A4 SMAD1 SMARCA5 SMNDC1 SNAP23 SND1-IT1 SNX4 SOX15 SPAG5 SPINK4 SRSF4 SST SSTR5 STOM TAOK2 TDG TECR TFEC TGDS THOC2 TOP1 TOP3A TRAF5 TRIM37 TTC22 UBE2D3 UGDH UPK1B VAMP7 WNT2B ZBTB17 ZBTB5 ZBTB6 ZNF174 ZPR1 ZW10 GSE360_CTRL_VS_L_MAJOR_MAC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_CTRL_VS_L_MAJOR_MAC_UP ABCA2 ABCB7 ABL1 ACTA2 ACVR1B ADGRG6 ADIPOR2 AHNAK ALG3 ANAPC5 APEX2 APLP1 APOBEC3C ARHGAP1 ARHGAP45 ARHGEF1 ARHGEF16 ASMTL ATP5PD ATP6V0D1 BANF1 BRD3 BRINP1 BTN3A2 CALCOCO1 CAPN11 CD163 CDC25B CDK3 CEBPA CFD CHAF1A CHRND CKAP5 CPVL CRAT CT62 CTNNB1 CYC1 CYP7A1 DCP2 DDB2 DDX52 DGAT1 DHCR7 DHX16 DNAH17 DNAH7 DPYSL2 EIF2B5 EIF4G2 ENO1 EPS15 ERCC5 ESR1 EXTL3 EZH1 FAM13A FBXW11 FCGRT FOS FRG1 GALK2 GANAB GDI2 GFUS GLG1 GLIPR1 GMFG GPSM3 GTF2H5 HAGH HDAC1 HLA-E IGF2 IMPDH2 INPP5D IRAK3 IRF5 ITGB2 KAT5 KEL KLHL9 LAMTOR5 LDHB LRPPRC LSM4 MAGEA4 MAK16 MAPRE3 MARCHF2 MARCO MARS1 MEA1 MED8 MISP MSH2 MSMB MTOR MYH10 MYOZ2 NAA80 NARS1 NBL1 NDUFA2 NDUFAB1 NDUFS4 NDUFS7 NDUFV1 NECAB3 NFATC3 NKX2-8 NR2C1 NREP NUP133 OTUB1 OVOL2 P2RX5 PART1 PCCA PCMT1 PDS5B PEBP1 PEMT PFDN5 PFDN6 PHYH PLCG2 PLRG1 PMPCB POLR3C POM121 POP5 PPBPP2 PRCP PRDX2 PRKACB PRRC2B PSKH1 PSMA7 PTPN18 PUF60 RAC3 RAE1 RAP1GDS1 RBCK1 RBM8A RFC2 RGS14 RIN2 RNASE1 RNASE6 RPE RPH3A RPL27 RPL4 RPRD2 RPS6KA1 SERPINH1 SET SFTPB SH3GL1 SLC25A44 SLC36A1 SLC43A1 SLC4A3 SLC4A7 SMAD3 SMARCA4 SMARCC1 SMARCC2 SMARCE1 SNAPC5 SNRPE SPN SPOP SPRR1A SREBF2 SRSF1 STX12 SUMO1 SYK TBC1D2B TCAP TLE2 TMEM94 TRAPPC12 TTC1 TTC39A TUBB2A UBE4B UROD USP10 VAMP1 VPS26C VPS39 WNT4 ZBTB25 ZNF629 ZSWIM8 GSE360_CTRL_VS_M_TUBERCULOSIS_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_CTRL_VS_M_TUBERCULOSIS_DC_DN AASS ACP2 ACSL1 ADA ADRB2 AGRN AK4 ALDH1A2 AMHR2 ANKRD12 ARL4A ATF5 ATG4A ATN1 ATP2A2 ATP6V1E1 AURKB BRCA2 BST2 C3AR1 CASP1 CCL3 CCL4 CCL8 CCNA1 CCR7 CD163 CD38 CD44 CD80 CD83 CDH1 CEACAM5 CHST7 CKAP4 COBL COL5A2 CPNE6 CRLF3 CSF2RB CUL1 CYB5A CYRIA DLEC1 DNAJB1 DUSP5 DYNLL1 EFHD1 EHBP1 ELL2 EPOR ERC2-IT1 F13B FCGR2A FCGR3B FGFR2 FICD FSCN1 G0S2 GADD45A GBP1 GBP2 GBX2 GH1 GLUL GNA12 GNRH2 GP1BA GPD2 GREM1 GSR H2AC16 H2BC21 HESX1 HSF4 HSPA8 ICAM1 IER3 IFI44 IFI6 IFIT2 IFITM2 IFNG IFRD1 IL10 IL1RN IL2RG IQSEC2 IRF9 KARS1 KCNJ10 KEL KRT86 KYNU L3MBTL1 LBP LCP2 LDHA LHFPL2 LILRB2 LITAF LRP8 LYN LYPD3 MAGEA5P MANF MAP2K3 MARCO MCCC2 MFAP3 MMP12 MMP7 MMP9 MSC MT1B MT1G MT1H MT2A MT3 MUC4 MUC6 NCALD NDRG1 NFKBIA NR4A3 NRP2 OAS2 OBSL1 OLR1 OMD PARP2 PCDHGA8 PDPN PFKFB3 PLAAT4 PLXNC1 PPARD PPP1R3C PSMA5 PTK2B RARRES1 RASGRP1 RBMS1 RELB RGS1 RNF19B RRH RSC1A1 RUNX3 S100A11 S100A8 S100A9 SBNO2 SCARB2 SEC61B SERPINH1 SIK3 SKI SLC2A5 SLPI SMURF2 SNTB2 SOX9 SPINK4 SQSTM1 SRGN SRSF2 SRSF3 SSB STAT2 STAT3 STK4 STX11 SYMPK TAPBP TGM3 TNFAIP2 TNFSF10 TNIK TNIP1 TOM1 TRAF1 TRAFD1 TRIB1 TRIP4 TSFM TUBB TUBB2A TUBB3 TXN TYMP VAMP5 VCAN VEGFA WARS1 WBP2 WIPI1 WSCD2 WTAP ZNF785 GSE360_CTRL_VS_M_TUBERCULOSIS_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_CTRL_VS_M_TUBERCULOSIS_DC_UP ABCC5 ACOT7 ACY1 ADAM15 ADNP ADORA3 AHCY ALDH1A1 ANP32A APOC1 ARHGAP4 ARHGEF18 ASTN1 ASXL1 ATP11B ATP5MC3 ATP8A1 ATPAF2 ATXN2 BAAT BTF3 CALB2 CAMK1 CAMTA2 CASP9 CCNH CCT4 CD2AP CD33 CD9 CDC5L CDK10 CEBPG CHN2 CLEC10A COMT COX7C CPVL CYFIP1 DAB2 DCAF8 DCTN2 DDAH2 DDX39A DDX42 DNPEP DOCK3 EEF1B2 EIF2B4 EIF3H EIF3M EIF4B ERF ESRRA EVI2B F13A1 FADD FAM131A FOLH1 FOXN3 FOXO3 GAS7 GGA2 GGA3 GIT2 GORASP2 GTF3C2 GUCA1A H2AZ1 H2AZ2 HDAC3 HEBP2 HEXB HNRNPH1 HOMER3 HSF1 ICAM3 IDH3A IER2 INPP1 INPP5D ISG20L2 ITGA3 ITGB5 ITPKB JUND KAT2A KDELR1 KRT16 KXD1 LAMB2 LDHB LILRA2 LPXN LTA4H LY86 LYL1 MACROH2A1 MAN2A2 MAPK9 MCM3AP MCM6 MDH1 MEGF9 MFN2 MKNK1 MYO1F NACA NARS1 NCF4 NDUFS6 NHP2 NIPSNAP2 P2RY11 P2RY14 PARP1 PECAM1 PEPD PFKFB1 PFKL PGM1 PIK3CG PIP4K2A PITPNM1 PLCB2 POM121 PRMT1 PSEN2 PTGS1 PTP4A2 PYGL RBL2 RERE RETREG3 RGS14 RNF167 RNF187 RNH1 RPL3 RPL36A RPP38 RPS27A S100A4 SAMM50 SARS1 SDC3 SDHA SEPTIN9 SGSM2 SH3BGR SIPA1L3 SIVA1 SLC1A5 SLC25A11 SLC38A10 SLC7A8 SMARCD2 SMARCE1 SNAPC2 SNU13 SOCS1 SP3 SPARC SPHK2 SPTAN1 SRSF6 SSRP1 STARD3 STAT6 SUGP2 SUN2 SYT17 TAB1 TARDBP TBC1D22A THAP12 TIMP2 TLE4 TMC6 TNFRSF10B TOP2B TP53 TRIO TUSC2 UBA2 UBN1 UPF3A UQCRC1 USF2 VPS52 WDR43 WDR7 XPOT YWHAH ZDHHC3 ZFP36L2 ZMYM2 ZNF217 ZNF266 ZNF384 GSE360_CTRL_VS_M_TUBERCULOSIS_MAC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_CTRL_VS_M_TUBERCULOSIS_MAC_DN ABCB11 ACADSB ACSL1 ADCYAP1R1 AIM2 AMHR2 ANP32E ANPEP ARR3 ARSF ATP13A3 ATP2A2 ATRX AVL9 BAG2 BCL2A1 BECN1 BICDL1 BNIP3L C2orf72 CCL19 CCR7 CD53 CD96 CDKN2C CELA2A CERS6 CES1 CFB CHP2 COPS8 CPA1 CREB1 CSNK1G2 CTAG2 CYP2C9 DGCR5 DLC1 DLEC1 DMTF1 DNAJB4 DR1 DSC3 DTNB DUS4L DVL3 EDNRB ELAVL2 ELF4 F2RL3 FCER1G FERMT2 FRYL GADD45B GATC GBP2 GNRH2 GPX7 GRB7 GRIK5 GRIP1 GRPEL1 GSK3A H2BC13 HDAC2 HIVEP1 HNRNPH1 HPS5 HSPA6 IBTK ID1 ID2 IDO1 IDS IFIH1 IFRD1 IFT25 IL10RB IL16 IL1RN INPP5B IQSEC2 IRAK3 IRF9 KCNF1 KCNK1 KYNU LETMD1 LINC01138 LYZL6 MAPKBP1 MAT2A MBTPS1 MCC MCM2 MEF2D MIR483 MKLN1 MLLT10 MTF1 MTHFS MUC6 MX2 MYOC N4BP3 NDUFC1 NECTIN2 NORAD NR5A2 NTS NXF1 OCLN OPRM1 OPTN OSMR OVOL3 PARD6B PBX2 PDCL PDGFA PDHX PEPD PFDN4 PGC PHC2 PKN2 PLK1 PNP PPARD PPP1R3A PPWD1 PRKACB PRKRA PROZ PRPH PRPSAP1 PRRG1 PTPN2 PTPRCAP PUM3 PYGM QDPR RAB2A RAP1GAP2 RAP1GDS1 RARA RELA REM1 REPS1 RFPL3S RHEB RPA3 RRAS2 RSAD2 RTN4 RUNX1 SAP30 SCAF8 SEC22B SEMA4F SERPINE1 SKP2 SLC25A16 SLC30A4 SLC31A2 SNRPF SOCS5 SPINK4 SPRED2 SRP9 SSB STAG2 STAT1 STAU1 SUSD5 TAF2 TCF4 TFDP2 TFE3 TGIF1 TNFAIP1 TNR TRIB1 TRIM27 TRIM38 TRIP10 TSC22D2 TWIST1 UBE2D1 UBE2J1 UBE2L3 UBE2V2 UCP3 USP19 VAC14 VDAC2 ZFYVE26 ZNF189 GSE360_CTRL_VS_M_TUBERCULOSIS_MAC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_CTRL_VS_M_TUBERCULOSIS_MAC_UP ACOT11 ACRV1 ADD1 ADGRL1 ADO AHCYL1 ALDH1B1 ANAPC5 AP2S1 AP3M2 API5 APPBP2 ARF5 ARRB2 ARTN ASMTL ATXN2 BANF1 BRD3 C1orf216 CALD1 CAMK1 CBX7 CCDC22 CD59 CD72 CD74 CDA CDIPT CDK11A CDK4 CDR2L CEBPZ CHERP CLN3 CLSTN1 CMTR1 COMMD4 COPS6 COX4I1 CRYBB1 CTSK CUL2 CUX1 CYB5R1 CYP2B7P CYP2C8 DAZAP2 DAZL DCP2 DHX38 DNAH7 DNAJC13 DPM2 DUSP3 EEF1G ENOSF1 ENTPD6 ESD FAM149A FAM32A FARSA FCN1 FMO6P FOXN3 FRAT2 GABARAP GARS1 GBA1 GDI2 GFUS GIT2 GLIPR1 GPC3 GPNMB HIC2 HLA-DRB4 HSPB3 KCTD12 KDM4B KIF13B LAMB2 LAMTOR5 LILRB5 LINC00847 LIPA LMO2 LPAR2 LPL LTA4H LYRM9 MAGI1 MAK16 MCM4 MEF2C MIOS MISP MKNK2 MLF2 MRPL40 MXI1 MXRA8 MYBPC2 NAP1L4 NBL1 NDRG2 NDST1 NDUFV1 NEDD8 NEK2 NPM1 NREP NTNG1 NUP188 NUP214 NUTF2 OLFML2B OPA1 ORC4 PACS2 PART1 PC PCCB PCDHA12 PCDHB11 PFDN5 PFKFB1 PIP4K2B PLCG2 PLOD3 PLRG1 PMM1 POLR3C PPBPP2 PPP2R5A PPP2R5E PRPF8 PSMD1 PTPN7 PTPRD QKI QPRT RANBP1 RCE1 RHBDL1 RPL5 RPS4X RPS6 RPS6KA1 RPS6KB2 RUVBL2 S100A13 SASH3 SDC1 SEMA7A SEPTIN2 SERTAD2 SF3A3 SHC1 SIRPB1 SLC2A5 SLC4A7 SLC4A8 SLC6A8 SLC7A5 SPC25 SPECC1L SPINK2 SPINT1 SQSTM1 SREBF2 SSBP1 SVIL TBC1D2B TCTA THUMPD1 TLE5 TNNC2 TPP1 TRAF5 TRAK2 TRAP1 TRIM66 TTC1 UBXN1 UQCRH URB2 VAMP1 VAMP2 VAMP3 VAMP8 VAV1 VOPP1 XRCC2 ZNF148 ZNF629 ZNHIT1 ZYX GSE360_CTRL_VS_T_GONDII_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_CTRL_VS_T_GONDII_DC_DN AATK ABO ACTC1 ADRB2 AFF2 AGRN AK1 AK4 ALAS2 ALDH3B2 ALOX15B ANP32E APOL1 ATP5MC2 AURKB B4GALNT1 BASP1 BCAT1 BNIP3L BTG1 BTG3 CAMK2B CASK CCNA2 CCR7 CD200 CD83 CDK5R2 CDK9 CEBPD CECR7 CFLAR CHAF1B COL16A1 COL4A2 CP CRYGA CSF2RB CXCL9 CXCR4 CYB5A CYP2C9 DCT DEFB1 DEPP1 DGKB DIRAS3 DRD1 DUSP1 DUSP4 DUSP5 EFNA3 EIF1AX ERVW-1 EXT2 FAM110B FAM153A FAM161A FANCI FASLG FICD FOXN3 GADD45B GAL GALNT2 GATA1 GATAD1 GBP1 GGH GNA12 GNB5 GP1BA GP2 H6PD HARS2 HBBP1 HEXIM1 HMGCS2 HNRNPF HNRNPL ICAM4 IFI35 IFI6 IFIT3 IFITM3 IFRD1 IGKC IL13RA1 IL15RA IL7R IMPA1 INA ISG20 KALRN KCNJ10 KDM6A KIF25-AS1 KIFC1 KLF11 KLF7 KRTAP26-1 LAMP3 LBP LPAR4 LY75 MAG MAP2K1 MATN1 MATN2 MGLL MPZL1 MPZL2 MYH6 MYRF N4BP2L1 NCK2 NFKB1 NFKB2 NFKBIA NMU NOS1 NR4A3 NRP2 NTRK1 NUP62 OBSL1 OLIG2 P2RY10 PAIP2B PDK2 PENK PEX12 PGAP4 PITPNM1 PKN2 PNRC1 POLA2 POU6F1 PPBP PPP1R16B PRPF3 PSMA6 PSME2 PTGER4 PTPRK PTPRT RAB40A RALGAPB RAPGEF2 RARRES1 RCVRN RELB RGS1 RIPOR2 RPRD2 RRH RSAD2 RUVBL1 SAT1 SEC24A SEMA4D SEMA7A SEMG2 SERPING1 SFTPC SIAH1 SIKE1 SLC12A3 SLC1A2 SLC24A5 SNTB1 SOCS3 SOD2 ST3GAL1 STAR STX11 SYN1 TAGLN2 TAP1 TGM3 TIMM44 TMEM109 TNFAIP2 TNFAIP3 TRA2A TRAF1 TRAF5 TRIB1 TRIP10 TUBB2A TUBB4A USP20 WTAP XCL1 ZBTB5 ZFR2 ZPR1 ZSCAN9 GSE360_CTRL_VS_T_GONDII_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_CTRL_VS_T_GONDII_DC_UP ABL1 ADAM12 ADARB1 ADCY7 ADH7 ADIPOQ ADORA3 AHCY AIFM1 ALDH3B1 ALOX5 AOPEP APOBEC2 APOC1 APOC2 ARHGEF18 ATP5MC1 ATP5PD ATXN1 BAG5 BAP1 BAX BRPF1 C3AR1 CA4 CACNA1E CACNA1S CAMK1 CAPN11 CASR CD1B CD1E CD52 CDC42EP1 CDHR1 CES2 CHN2 CLEC11A CLEC2B CORO2A COX6B1 CPVL CRABP2 CRTAM CTNNAL1 CXCL12 DIAPH1 DKK1 DNASE2 DOCK1 DOCK2 DOK2 DPYD EFCAB14 EGR2 EHMT2 ELL ERF ESYT1 ETV5 EXOSC9 F13A1 FABP6 FAM131A FARSA FKBP8 FOLR2 FUCA1 G6PC1 GATD3 GBX2 GGA2 GGA3 GGCX GPR143 GPX3 GSTZ1 HCCS HEXB HFE HHEX HMGXB3 HNMT IDH1 INPP5D INTS9 ITGB1BP1 ITPKB ITPR2 KCNB1 KCNS3 KCTD12 KIAA0232 KLRB1 KRT15 KRT75 KTN1 LILRA2 LINC01587 LPCAT4 LPL LRRTM2 LTA4H LYL1 MACROH2A1 MAF MAPK14 MCAT MDM2 MED8 MEGF8 METTL7A MGST2 MID2 MKRN1 MSR1 MYH9 MYL4 NCKAP1L NOL3 NRGN ODF2 OSBPL1A OVOL2 OXT P2RX1 P2RY14 PCF11 PDIA4 PECAM1 PEG10 PFDN5 PFKFB4 PICALM PIKFYVE PINK1 PIP4K2B PLA2G15 PLCG2 PNPLA6 POLR2G PPM1F PPY PRCP PTGES RAB11FIP2 RAB14 RCBTB2 RETREG3 RIN2 RNASE6 RNF6 RRP1B RXRA S100A13 S100A4 SAMM50 SCG2 SDC2 SDC3 SEMA3A SERINC5 SLC19A1 SLC9A6 SORBS2 SORL1 SPON1 SPRY1 SRPX2 STAB1 STAC STX10 SULT1A1 SULT2A1 SUPT7L SYT2 TAX1BP1 TCEAL4 TES TGFBR2 TGOLN2 TMPRSS15 TNFSF12 TPM1 TRIB2 TTC9 TUSC2 TXNIP UBL3 UQCRC1 USP6 VAMP8 VASH1 VCL YLPM1 ZBTB1 ZCCHC24 ZDHHC17 ZNF391 GSE360_CTRL_VS_T_GONDII_MAC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_CTRL_VS_T_GONDII_MAC_DN ABCB9 ADAM8 ADARB1 AK2 AKAP17A AKAP9 ALG3 AMHR2 APBB3 ARR3 ATP1B2 ATP2B3 ATP5MC3 BAG1 BAG2 BCAS2 BCAT1 BCL2L1 BRCA2 CALM1 CAMSAP2 CCNE1 CCR5 CCT5 CCT7 CD83 CDIPT CDK13 CDK16 CERS6 CHST7 CLTA CNTN2 COG5 COL19A1 COX10 CRLF3 CRYBA4 CSF2RB CST6 CXCL3 CXCL8 CYC1 DKC1 DLC1 DLEC1 DPEP1 DTNA DVL1 DYNC2LI1 ELL2 EML3 ERLIN1 ESRRA EZR FAM171A1 FLAD1 FLNB FMNL1 FOS FOSL2 FOXO1 FPGT G0S2 GAB1 GAL GBP2 GNA11 GNA15 GOSR2 GP1BB GPR15 GPR183 GRPR GTF2A2 H2AZ2 H2BC13 H6PD HARS1 HGS HMGA1 HNRNPH1 HNRNPR HSD17B3 ID3 IFIT1 IFNGR2 IKBKG IKZF1 INPP5B IQSEC2 ITGB3BP KDM2A KDM5C KIF1B KIF5A LAMA3 LAMB3 LETMD1 LRP3 LSM4 MAPK7 MAPKAPK2 MBD3 MCF2L ME3 METTL13 MNT MSH2 MTHFD1 MUC6 NBL1 NELFA NONO NPC1 NR0B2 NRG1 NRTN NTF3 OASL ODC1 PBX2 PCBP2 PCGF3 PDE10A PFDN1 PFDN4 PGM1 PHLDB1 PLEKHA6 PLK2 PLP2 PNO1 POLD2 PPFIA3 PRPF3 PSMC3IP PTGER2 PTN PTPRCAP PYGM RAD9A RALY RBM4 RCAN1 RCC1 RCN2 RELN REM1 RGS16 RIOX2 RNASE4 RPS6KA5 RUVBL1 S100A10 SCGN SCN9A SDC2 SEC22B SF1 SLBP SLC14A1 SLC2A1 SLC43A1 SLC5A6 SP3 SPINK4 SREBF1 SRGN SULT1C2 TENT4A TEX30 TICAM1 TM2D1 TMEM41B TNF TNFRSF9 TNFSF12 TOMM34 TP53BP2 TRAF5 TRIB1 TSPAN3 TSR3 UBE2V2 UBE3C UNC93A UPP1 USP19 USPL1 UTRN VTI1B WEE1 ZFP36 ZNF124 ZNF592 ZNF785 ZPR1 GSE360_CTRL_VS_T_GONDII_MAC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_CTRL_VS_T_GONDII_MAC_UP ABO ACADS ACADVL ACAT2 ACO1 ACOX1 ACVR1 ADA ADGRG6 AHNAK ALDH1B1 ALDH3A2 ANXA5 AP2S1 AQP5 ARF3 ARPC2 ASF1A ATG9A ATOX1 ATP2B2 ATP4A ATP5F1D ATP5PB ATP6V0E1 ATP9B BAHD1 BBC3 BCL2L2 BRWD1 BTF3 CAMK1 CAPN1 CASP8 CBX7 CCDC57 CCND3 CD163 CD33 CD72 CDKN1A CHAF1A CLASP1 COL6A2 COPA COX6B1 CRK CTSK CYB5R1 CYBA CYFIP1 CYP4B1 DAD1 DAP DGCR2 DHCR24 DNAH7 DNAJC13 DNPH1 DOCK2 DTNB ENTPD6 F13A1 FAM172A FAM3A FBXO7 FCN1 FKBP1A FLOT2 FOXO3 GAS6 GBF1 GLOD4 GPAA1 GPS2 GSK3B HCLS1 HDAC5 HNRNPUL1 HTR7 IDH1 IFFO1 IK IL10RA KCNAB2 KCNB2 KPNA6 LBX1 LDLRAD4 LILRA1 LRRC37A2 LTA4H LY6E LY86 MAP2K3 MAP4K2 MCC MED22 MEF2C MISP MPG MPHOSPH8 MTMR1 MYO1F MYO9B MYOZ2 NAP1L4 NBR1 NDRG2 NDUFS2 NDUFS8 NEK2 NELFE NFYC NIT1 NR1H3 NUP98 OAS1 ORC4 OSGEP P2RX4 PAIP1 PAK2 PATZ1 PDCD11 PDIA4 PDXK PFKFB1 PHF20 PLAG1 PLOD3 PNLIP POLR2E POLR2J POLR3C POM121 POU6F2 PPBPP2 PPIH PRKCD PSKH1 PSMD4 PSMD9 PTAFR PTGIR PTK2B PTPA RABGGTA RAC2 RAE1 RASSF2 RBBP6 RIN2 RNF113A RPL11 RPL21 RPL34 RPS13 RPS27A RXRA SDHB SDHC SELENOP SH3BP1 SIPA1 SLC37A4 SLC46A3 SLC7A5 SMARCC1 SNRPD2 SREBF2 SRRM2 ST3GAL6 STAMBP TAF5 TBCE TESK1 TF TLK2 TMEM131L TMEM184B TMEM268 TNFRSF14 TPD52L2 TRIAP1 TRIM14 TSC22D3 TSPAN31 TXNIP UFD1 VAMP2 VAMP5 VASH1 VAT1 VOPP1 VSIG4 ZNF268 ZNF80 ZNHIT1 ZP2 GSE360_DC_VS_MAC_B_MALAYI_HIGH_DOSE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_DC_VS_MAC_B_MALAYI_HIGH_DOSE_DN AASS ABCC6 ACVRL1 ADA ADCY3 ALDOC AMHR2 AMOTL2 AMPD3 APLP1 ARAP1 ATP2A2 BAG6 BPI BST2 BTN3A3 CA4 CADM1 CALCOCO2 CALM3 CASC3 CBARP CCL5 CD14 CD163 CD247 CD300A CD300C CD48 CDK9 CDKN2A CEBPD CHD3 CHMP2A CHMP7 CIR1 CLN3 COL2A1 COL6A2 CTSK CTTN CXCR2 DDIT4 DENND3 DHCR7 DHRS3 DLEC1 DNAJC8 DNASE2 DYNLT1 EEIG1 EMILIN1 EMP3 ENO2 EPHB2 EXOC6B F3 FADS1 FAH FCAR FCGBP FCMR FDPS FKBP2 FOXO3 FSCN1 FXR2 GCDH GDF11 GLRX GMPR GNB3 GPC3 GPC4 GPR3 H1-0 H2BC21 HDAC5 HIVEP2 HOMER3 HPCAL1 HRAS HSD11B2 IDO1 IFI16 IFI44 IFI6 IFNG IGF1 IQSEC2 ISG15 ITGA3 ITSN1 KANK1 KCNAB2 KCNB2 KDSR KRIT1 LAGE3 LDLR LILRA2 LILRB5 LMF2 LPAR2 LSAMP LSS LTA4H MAFF MAP2K3 MGLL MIF MMP9 MPZL1 MSH4 MSMO1 MT1B MT1F MT1H MT2A MUC6 MUSK MX1 MYD88 MYDGF MYO1F NDUFS3 NEDD4L NEU1 NSDHL NUP188 NUPR1 OAS2 OMG OPTN P2RX4 PARK7 PDIA4 PDXDC1 PLAUR PLK2 PPP1R15A PPP3R1 PSME2 PTGER2 PTGIR PTK2B RAB11FIP5 RAB27A RGS1 RGS16 RHOC RLBP1 RNF103 RPL3 RRAS RRBP1 RTCB RTN1 S100A13 S100A2 S100A8 SAT1 SCN9A SELENOP SELL SERPINA1 SLC11A1 SLC39A8 SLC9A1 SMARCD3 SMPD1 SNUPN SNX15 SPARC SREBF2 SSNA1 STK10 STX7 TADA3 TALDO1 TBXA2R TGFB1 THOP1 TLR1 TMEM131L TNFAIP2 TNFRSF1B TP53I11 TPI1 TRIM21 TRIM22 TRIM27 TSC22D3 TUBB2A TYMP UCHL3 VAMP2 VCAN VGLL4 WT1-AS GSE360_DC_VS_MAC_B_MALAYI_HIGH_DOSE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_DC_VS_MAC_B_MALAYI_HIGH_DOSE_UP ABCC3 ABCC4 ABCG1 ACAA2 ACADS ACOT8 ACRV1 ADO ADORA3 ADSS2 AHCYL2 AIMP2 AKAP8L ALDH1A2 ANP32A ANPEP ANXA7 AP1B1 ASMTL ATIC ATP2B1 ATP5MG ATP5PF ATXN1 AUH BAAT BCAR3 BEX4 BLVRA BRD8 C1QBP CCR1 CD151 CD1A CD1D CDK2AP1 CDR2 CELA2A CH25H CLC CLEC10A CLIC2 CSK CSNK1G2 CST7 CTSC CYB5R3 CYCS DAAM1 DDX3X DDX5 DDX52 DEGS1 DHH DOK2 DPM2 DPY19L1 ECHS1 ENSA EPB41 FES FLI1 FURIN FXN GABPB1 GDE1 GGCT GNMT GNPAT GPX7 GRIN2C GSPT1 GSTP1 GSTT1 GTF2A1 H2AZ2 HLA-DPA1 HLA-DQB1 HLF HNRNPA2B1 HNRNPU HOMER2 ICMT ID3 IL10RA IL1R1 IL1RN IL27RA INPP5E INTS10 IRAG2 ISCA1 KCNQ1 KIAA0232 KIF5C KLC1 LAMP3 LAPTM4B LMO2 LY75 MAOA MAP1B MAP3K14 MAPK8IP1 MAPKAPK3 MARCHF7 MBNL1 MCM5 MDM4 MICAL2 MINK1 MISP MMP12 MPHOSPH8 MSMB MTCL1 MYCBP MYH9 NCOR2 NDST1 NF2 NUDC NUP58 PAK2 PALLD PCDHB11 PCK1 PCSK5 PDHA1 PDHB PFKFB1 PHF2 PICALM PIK3CG PLAU PLCB2 PLEC PMP22 PNPLA6 POLR3C PPFIBP2 PPM1B PPM1F PPP2CA PRCP PRKDC PSKH1 PTP4A1 QPCT QPRT RAB3GAP1 RAB5C RANBP9 RBPJ RCHY1 RNF126 RNF44 RPS6KA5 SATB1 SEC14L1 SEL1L3 SLC25A36 SLC4A7 SLC7A8 SMAD7 SPR SPRY2 SPTAN1 ST14 ST6GAL1 STX12 SYCP2 SYNGR4 TACSTD2 TBC1D1 TCF12 TFAP4 TGDS TIMP3 TLX1 TNPO1 TNR TPM1 TPM4 TUBA1A TUBB7P TUFM TWF1 TXNIP VDR VWA8 WNT5A WSB2 WSCD1 XPOT XYLT1 YWHAH ZNF117 ZRSR2 ZZEF1 GSE360_DC_VS_MAC_B_MALAYI_LOW_DOSE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_DC_VS_MAC_B_MALAYI_LOW_DOSE_DN AASS ADD1 AGPAT2 AHSG AKAP17A ALK AMHR2 ANGPTL7 ARR3 ATG14 ATP6V1G2 ATP6V1H ATXN2L B3GNT2 BABAM2 BRD2 BST2 BTD BTN3A1 CAD CALML3 CAPZB CCR7 CD14 CD19 CD7 CDK2AP2 CEACAM8 CETN2 CHD3 CHRND CLPP CMKLR1 CNOT3 CNPY3 COPS7A CRYBG3 CYB5R1 DCTN2 DDX17 DHCR24 DHX38 DNAJC11 E2F4 EEIG1 EIF1AX EMP3 ENOSF1 ERCC3 ESD FADS1 FAM131B FAM50B FANCL FBP2 FGR G0S2 GATM GHRH GLO1 GNG7 GNRH2 GORASP2 GPD2 GPNMB GPR65 GREM1 H2BC12 HDDC2 HDLBP HERC2P3 HGS HIVEP1 HSPA5 HTR1B IDH2 IDS IFIT5 IL2RG ILVBL INPP5F ITGA3 ITSN1 JTB KCTD12 LHX2 LILRA1 LPL LTBP4 MADD MAGED1 MAP3K12 MAPK9 MARF1 MBD3 MIF MNT MPI MRPS18B MSC MT1B MT4 MTMR1 MUC6 MYBPC2 MYD88 MYOF MZF1 NDUFAB1 NINJ1 OAS2 OCEL1 OXA1L PABPC4 PADI2 PARVB PBX2 PDE8A PFDN4 PFKFB4 PFKL PIGA PKD1 PLP2 PLXNC1 PMVK POLR2K POU2F2 PPIE PPP1R15A PPP2R5A PPP2R5D PRDX4 PRRG1 PSD PSMA4 PSMD8 PWP1 PXDC1 PYGM RAB4A RABAC1 RBCK1 RELA RFX2 RPP14 RRP7A RSBN1 RYR2 S100A9 SDC1 SEC31A SEC61B SELENOP SERPINE2 SIAH1 SIAH2 SIVA1 SLC10A3 SLC25A1 SLC25A3 SLC31A2 SLC6A8 SPAG7 SPIDR SPINK4 SPP1 SQLE SRD5A1 STAT4 STOM SULF1 SUSD5 TBC1D9 TCOF1 TICAM1 TIMP2 TMEM131L TNFRSF10B TNP1 TOMM40 TOX4 TRAPPC3 TRIM27 TRIP10 TRIP6 URB2 USP12 USP7 VPS11 WAS WDR18 WIPI2 WNT2B WTAP YAF2 YIPF1 ZBTB24 ZMYM2 ZNF337 GSE360_DC_VS_MAC_B_MALAYI_LOW_DOSE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_DC_VS_MAC_B_MALAYI_LOW_DOSE_UP ACOT8 ACTR2 ACVRL1 ADGRL2 ALDH1B1 ALDH9A1 AMELX ANP32A ANXA1 ANXA6 APOBEC3C ARHGEF6 ARPC3 ARPC4 ATAD2B ATP6V1D ATRN ATXN10 BAAT BNIP1 BRMS1 BTRC CACNA1D CAMK1 CAP1 CAPN15 CARD8 CARS1 CCNE1 CD1A CDC42 CDKN2C CERS6 CHN2 CHP1 CHUK CIB1 CKAP5 CLC CLIP2 CNPPD1 COIL COPS6 CPSF1 CREB3 CRKL CX3CL1 DECR1 DEGS1 DIAPH1 DMAC2L DOLK EFNB3 EIF3I EIF4G2 EIF6 ERCC2 ESYT1 ETFA ETV6 EXTL3 FABP5 FAM168B FARP1 FIG4 FSHR GANAB GART GOSR1 GPR20 GPR35 GTF3C2 GYS1 H2AZ1 HMGCS2 HMGN2 HOXD8 HSBP1 HTRA2 HUS1 HUWE1 IDH3A IK IKBKB IKBKG IL4 INPP5D ITGAM KARS1 KCNA3 KCNJ4 KDM5D KIDINS220 KIF14 KIF21B LAPTM4B LASP1 LDHB LIAS LTBP2 LYZL6 MAGEB2 MAP2K6 MBD1 MCF2 METTL3 MFNG MISP MLEC MOB1A MORF4L2 MPDU1 MRC2 MSH3 MSMB MYH6 NBR1 NDUFA7 NDUFS4 NPEPPS NPRL2 OGFR ORC4 P2RY11 PANK3 PARM1 PCM1 PDHA2 PDLIM7 PEX6 PFKFB1 PFKM PI3 PIKFYVE PKMYT1 PLAAT3 PLCB2 PLOD3 POLE3 POLR2D PPBPP2 PPID PPP1CB PPP1R10 PRODH PSG3 PSMB6 PSMD6 PTAFR PTPN7 RAD23B RBBP8 RBM6 RDH11 RER1 RHEB RNASE1 RNF4 RPE RPH3A RPS29 RPS4X RPS6 SAMM50 SASH3 SLC33A1 SLC35A3 SPTSSA SRRD SRSF3 ST3GAL4 STAT3 STAT6 STK38 STXBP2 SUMO4 SV2A TAF11 TAGLN TCERG1 TDGF1 TECR THOC2 TM7SF2 TMBIM6 TMEM109 TMEM158 TPM1 TPT1 TRIM38 TUBB UBE2N UQCRC1 VAMP3 WDR7 WSB2 YARS1 ZG16 ZNF410 GSE360_DC_VS_MAC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_DC_VS_MAC_DN AATK ABCB7 ACVR2A ADA AMHR2 ANGPTL7 ANXA6 APOBEC3C ARHGAP4 ARR3 ATF3 ATF4 ATP1B2 ATP6V0C ATP6V1H ATP8B1 AURKB BAD BST2 BTN3A1 BTRC C6orf47 CADM1 CAP2 CARD10 CCNI CD14 CD52 CDC16 CDK10 CDK2AP2 CKAP5 CNOT2 CP CPNE6 CRABP2 CXCL8 DAXX DDX52 DENND2B DHRS1 DLEC1 DLGAP1 DNAJC13 DNAJC4 DYNLL1 ECD EMP3 EPB41L3 ERC2-IT1 ERF FAT2 FCAR FLT3 FOXE1 FOXO3 FSHR FYN GANAB GAS7 GBX2 GCHFR GLA GNA13 GNL2 GNRH2 GPR19 GPR3 GRB2 HIVEP2 HLA-DMB HOXC5 HSPB3 IFI16 IGBP1 IGFBP5 IGHMBP2 ILK IMP4 IMPDH2 IQSEC2 IRF7 KBTBD2 KDM7A KHNYN KIF3B LDHA LSM7 MAFF MAGEA4 MAPT ME1 MEF2D MRPL40 MT1X MUC6 MYDGF MYH6 MYO1F NACA NDUFS3 NDUFV1-DT NFKB1 NFYA NGDN NHP2 NREP NSDHL NUDT1 OAS2 OGFR OVOL2 P2RX7 P2RY10 PBX2 PCDHGA8 PDE1A PEX12 PFN2 PGAP4 PHF1 PIGR PLK3 PLP2 PLXNC1 POT1 PPP1R11 PPP4C PRDX1 PRDX2 PRDX4 PSMB2 PSME2 PTPN6 PTPRCAP PYGM RAB3GAP1 RABAC1 RALB RBCK1 RETREG3 RFX2 RPH3A RPL23 RPS24 RPS26 RPS6 RPS6KA2 RRBP1 RRP7A RTL8C RUNX3 RUVBL1 S100A10 S100A9 SAPCD1 SCARB2 SEC13 SEM1 SEPTIN11 SERPINH1 SLC16A5 SLC25A1 SLC6A11 SLC7A5 SMPD1 SNRPD2 SNX17 SPAG7 SPC25 SPINK4 SREBF2 SSNA1 STK19 SULF1 SUSD5 SYT5 TBCB TGFB1 TIMP2 TNNT1 TNPO3 TPD52L2 TRAPPC12 TRIM44 TSC22D3 TSFM TSNAX TTLL3 TYMP UGCG USF2 VAMP3 ZFHX3 ZNF253 ZNF280B ZNF785 ZSWIM8 GSE360_DC_VS_MAC_L_DONOVANI_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_DC_VS_MAC_L_DONOVANI_DN ACAT2 ACP3 ACP5 ADIPOR2 AGA AIF1 ALDH3A2 ALDH5A1 ALDOC AMHR2 AOPEP APOE ARHGAP22 ARHGEF7 ARPC3 ATF3 ATF5 AZIN1 BCAP31 BCKDHA BTD CACNA1H CCL2 CCR1 CCR5 CD14 CD300A CD55 CD9 CDK2AP2 CDK3 CETN2 CLN3 COIL CSF3R CTBS CTDSP2 CTDSPL CUL2 CUL5 DDIT3 DHRS3 DLEC1 DMXL2 DNAJB1 DTX4 DUSP14 EEF1B2 EEF2 EIF3H ENC1 ENO2 EPB41L3 ERCC1 FAM153A FBL FCGR3A FKBP2 FRMD4B FSHB FUBP1 FYN GABARAP GCLC GEM GGPS1 GLRX GNRH2 GPC4 GPNMB GSAP GSDME GUSB HDDC2 HERPUD1 HNMT HSP90B1 HSPA1A ICAM3 IDS IFI44 IFIT1 IFNA16 IQGAP2 IQSEC2 ITGAL ITGB5 KDELR2 KDM3A KLF10 KYAT1 LAGE3 LDHA LILRA2 LPL LRRC8B LY6G6D LY86 MANF MBD4 MDFIC METAP1 METTL3 MGA MNDA MPP1 MRS2 MSMO1 MTMR4 MUC3A MUC6 MYD88 MYL6B NAP1L1 NASP NCL NREP NSMAF NUMB OGT OXSR1 P4HA1 PDE3B PDIA4 PGM1 PGRMC2 PHC2 PHF8 PIK3C3 PLIN2 PLXND1 PPIF PPM1H PPP1R12A PRDX2 PRDX6 PTGER2 RASA1 RCBTB2 RDH11 RDX RNASE1 RNASE2 RND3 RPL11 RPL22 RPL6 RPS5 RPS6 RPS6KA1 RPS6KA2 RPS6KA3 SDHB SELE SELENOP SH3BGRL SLC11A1 SLC2A5 SLC35A3 SLC43A1 SLC6A8 SLC7A7 SOCS7 SOGA1 SPINK4 SREBF2 ST3GAL6 STAB1 STK10 STK38 STT3A STX5 SUMO2 SUPT4H1 TACR1 TAF6 TDRD3 TIAL1 TIMP1 TM9SF4 TMBIM6 TNFRSF9 TPP1 TRAF3IP1 TRIM33 TSC22D1 TSC22D3 TSPYL2 URB2 USF2 USP10 USP12 USP15 VAV1 WDFY3 YTHDC1 ZBTB1 ZC3H11A ZC3HAV1 ZWINT GSE360_DC_VS_MAC_L_DONOVANI_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_DC_VS_MAC_L_DONOVANI_UP ABCC3 ACADVL ACOT13 ADAM15 ADAM19 AHCY AKR1B1 ALAS1 ANGPT1 ANPEP AP1G1 ATP6V1G1 BAAT BCAR3 BIRC3 BLTP2 C2 CA2 CALCRL CAMK1G CAMTA2 CAPNS1 CASP3 CASP7 CBR3 CCL11 CCL22 CCL3 CCL8 CCNH CD200 CD83 CD86 CDC34 CDH5 CDS2 CFLAR CH25H CKB CLIC2 CLSTN1 CLTB CRH CSF2RB CSNK2B CST7 CSTF2 CTSC CTSZ CYB5R3 CYP2A6 DAXX DEGS1 DHX16 DIAPH1 DICER1 DLGAP4 DNASE1L3 DPY19L1 EGFR EPHX1 ETFA EZH2 FAM131B FBXO7 FKBP1B FOXN3 FXR2 GAK GH1 GP1BA GPR35 GPR37L1 GRB2 GSE1 GSTP1 GTF2A2 GTPBP1 H2AC16 H3C11 H6PD HBEGF HLA-DQA1 HMGN3 HNRNPM HOXC6 HS3ST1 IGHE IL10RA IL1R1 IL7R IQSEC1 IRF5 KCNA3 KIF2A KPNA2 LAMP3 LEF1 LILRB4 LITAF LRRFIP1 LTA LY75 LYPD3 MAP2K6 MAPKAPK3 MARCHF6 MC2R MDH1 MISP MKNK2 MMP12 MOK MRPL28 MRPL9 MSMB MTCL1 MTX1 MVP MYCL NCK2 NDUFV2 NFKBIA NFX1 NLRP3 NMI NPIPB15 NR2F6 PALLD PAX9 PCCB PDGFA PEPD PIM2 PKD2 PMP22 PPFIBP2 PPP1R7 PPP6R1 PRKCD PRPF40A PSMD3 PTPN9 PTPRE QPCT RAB11B RAB4B RABEPK RAMP1 RBBP8 RBMS2 RECQL5 RELB RHOQ RNF115 RRP1B SCARF1 SDF2 SEL1L3 SELP SF1 SLC39A6 SLC5A2 SLC7A1 SLC7A4 SMYD5 SRP14 SS18L1 STARD3 STK4 SULT4A1 SYNGR2 TBC1D22A TBCB TDG TELO2 TIMM44 TIMP3 TLN2 TNFRSF11A TP53I11 TRAF3IP3 TRAF4 TUBA1B TUBA3D TXN UBE2S UCP2 UQCRC1 VCAM1 VCP VEGFA VPS72 WIZ YJU2 YKT6 ZNF44 ZNF510 ZNF76 ZNF804A GSE360_DC_VS_MAC_L_MAJOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_DC_VS_MAC_L_MAJOR_DN AATF ADNP2 AFDN AGFG1 ALDOA ALPI APLNR APOBEC3B APOH ARHGAP44 BAZ2B BET1 BRCA1 BSG CACNA1C CAMP CAMTA1 CCDC144A CCK CCL1 CD79B CDC42EP4 CHD1L CHRDL1 CHRNA5 CKS2 CLDN7 CMKLR1 CNPY3 CPNE1 CREBBP CRTAM CYP11B1 DCLRE1A DDX52 DFFA DGCR2 DHCR7 DLG4 DMXL1 DYNC1I1 EIF2S3 EIF4E EMILIN1 ENPEP EPHA5 ERCC1 ERCC5 ERCC6 FAM131B FAS FASTKD2 FBLN1 FCGR3A FCHO1 FLT4 FOS FOXC2 FOXM1 FPGS FSCN2 GAA GABRB1 GAPVD1 GCDH GCNT2 GLG1 GNGT1 GPR17 GPRIN2 GRPEL1 GUCY2F H2AC17 HEG1 HIC1 HMGB3P30 IL18R1 ILRUN INE1 JADE2 KANK3 KIF1B KLHL23 LANCL1 LCAT LCP2 LDOC1 LECT2 LHFPL2 LIAS MAPRE3 MARCHF6 MDN1 MEF2D MEOX2 MERTK MICA MKNK2 MMS19 MPDZ MPHOSPH10 MPHOSPH8 MYH11 MYH2 N4BP2L2-IT2 NDUFB8 NHP2 NOTCH4 NPAT NUP133 NUP153 NUP188 NXF1 OAZ2 OLFM1 OMG PARVA PCCA PCMT1 PER1 PGM5 PHACTR4 PIP5K1B PLA2G1B PLEKHO2 PLRG1 PLSCR1 PLXND1 PMPCB PMVK PNOC POLD2 POM121L9P POU1F1 PPP1R10 PPP1R12B PPP2R2B PRCC PRDM1 PRPF19 PRRG1 RAB40AL RAB4B RAB6A REN RFC2 RNF114 RORA RPL39 RPS11 RUVBL1 S100A9 S1PR2 SCN5A SDC4 SEC24D SEL1L SEMG1 SEMG2 SERPINA5 SHANK2 SKAP1 SLC10A2 SLC16A2 SLC17A7 SLC18A2 SLC1A2 SLC25A26 SLC27A2 SLC4A3 SMAGP SREBF2 SREK1IP1 SRPX2 SRR SST STIP1 SYN2 TAF1C TARBP2 TBP TFIP11 TFR2 TNFRSF13B TRIAP1 TRIM24 TSC22D3 TTC28 TWIST1 TYRP1 USP6NL WAS WRN ZBTB20 ZBTB25 ZG16 ZNF142 ZNF197 ZSCAN9 GSE360_DC_VS_MAC_L_MAJOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_DC_VS_MAC_L_MAJOR_UP ABCD3 ABL1 ACVR1B ADGRF5 ADRA2A AIF1 AKAP4 AMELX ANXA3 AOC1 APLP1 APOC3 AQP4 AUH AVPR2 CALM2 CCN4 CD302 CDK17 CDKN1B CEBPA CELF2 CELF3 CLASP1 CLDN4 COG2 COMT COX5A COX7B CRAT CREBL2 CRISP1 CRYAA CSF1R CT62 CTNNB1 CYC1 CYP19A1 DBN1 DIMT1 DNAH17 DNPEP EFR3B EIF4EBP2 EXD2 EXPH5 FARP1 FCGR2B FEN1 FGF4 FLNA FOXG1 FOXJ1 FOXN1 FUT1 FXYD1 G3BP2 G6PC1 GADD45G GHR GLS GPD1 GPR183 GPR35 GRIA2 GRIN2A HAGH HDAC1 HDAC6 HLX HMGB2 HS2ST1 HSPB2 HTATIP2 IL4 IMMT ING2 INSL3 INSL4 ISL1 KCTD20 KRT83 KTN1 LILRP2 LINC00847 LOXL1 MAGEA4 MAPKAPK5-AS1 MAPRE1 MARCHF2 MDH2 MEIS3P1 MGRN1 MINPP1 MSL1 MTM1 MTMR6 MUC5B NAGLU NCOR2 NDUFAB1 NDUFB7 NFIA NIPAL3 NIPSNAP1 NR5A2 NRDC NXPH4 ORC1 ORC2 PABPC1 PARD6A PCSK5 PDCD10 PDLIM3 PEBP1 PFDN4 PFKL PGRMC1 PHF24 PHLDA2 PIN1 PLLP POLR3C PPIC PPP1R16B PRKG2 PRODH PRSS23 PSMA7 PSMD7 PTPN18 PTPRK PTPRO PYROXD1 RAC3 RBCK1 RBM34 REEP5 RFNG RHOQ RNF126 S1PR4 SCAND2P SCAP SCN1B SET SFTPC SLC11A2 SLC46A3 SLURP1 SMARCA4 SMARCA5 SMURF2 SNRPE SNW1 SOX4 SPATA31C2 SPRR1A SRP9 SRPX SRY SSRP1 SSTR3 ST3GAL4 STK35 SUMO1 SV2C TAF10 TAF15 TAL1 TBC1D2B TECPR2 TFAM TFDP2 TIAM1 TLE1 TMEM94 TNFRSF4 TOB2 TONSL TOP1 TPPP TRAIP TRIM3 TRIM44 TRPC2 TSG101 TSN TSPYL5 TTLL3 UBL3 UPF1 UPK3A UVRAG VARS1 ZNF124 ZNF157 ZNF20 ZNF274 GSE360_DC_VS_MAC_M_TUBERCULOSIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_DC_VS_MAC_M_TUBERCULOSIS_DN ABCG1 ACAT2 ACVR1 ADA ADAM28 ADAMDEC1 ADD3 ADH6 ADNP AIF1 AIMP1 AKR7A2 ALDH2 ALDH9A1 ALOX5 AMHR2 ARF5 ARHGAP5 ARL4C ARR3 ATP5MJ BABAM2 BCL2A1 BTAF1 CALM3 CD151 CD163 CD300A CD33 CDC5L CDH13 CETN2 CHIT1 CHST15 CIR1 CLK1 CNOT3 COL2A1 COL4A3 CRABP2 CRTAP CSTA CTDSP2 CXCL2 CXCL3 DCHS1 DCP2 DGAT1 DLEC1 DLG2 DTNB ECE1 EEF1G EFNB3 ENO2 ENTPD6 EPRS1 FADS1 FAM53B FBL FCER1G FDPS FOS FOXO3 FRAT2 FYN GALC GAS2L1 GNRH2 GPNMB GTF3A HEBP2 HIVEP1 HMGB2 HMGN1 HOMER3 HTR1B IDS IFT20 IFT25 IGHG1 IL10RB IL2RG IMPA2 INHBC IQSEC2 IRAK3 JRKL KIAA0930 KTN1 LGMN LILRA2 LMNA LMO4 LTA4H LY86 ME1 MIOS MLF2 MMP1 MMP7 MPC2 MSR1 MTSS1 MUC6 MXRA7 NACA NADK NBAS NDRG1 NME4 NOLC1 NUPR1 OLFML2B PADI2 PANK3 PC PCSK6 PEMT PEPD PGM1 PHC2 PHF3 PIP4K2B PLCH2 PLOD2 POLR2H POLR2I PPP2R5D PRDX2 PRRC2B PSMA7 PTEN PTOV1 PTPRCAP PUM2 RAB32 RAB4A RALA RECQL5 REG1A REPS1 RNASE4 RNASEH2B RNF187 RNF44 RPA3 RPL21 RPS27A RPS4X RPS4Y1 RPS6KA2 RRAGA RUVBL2 SAP30 SART3 SCG5 SDC3 SELENOW SEMA4D SEPTIN9 SERTAD2 SMPDL3A SNAPC2 SNTB2 SNUPN SORD SORL1 SPARC SPHK2 SPIDR SPINK4 SSBP1 STOML2 STX6 SYPL1 TBL1X TBP TCAF1 TFE3 THAP3 TNFSF14 TPP1 TSNAX TSPAN4 TUSC2 UBXN2B UPF3A USF2 USP34 UTP18 VCAN VEGFA VGLL4 VSIG4 WDR43 YARS1 ZFP36L1 ZFYVE26 ZMYND8 GSE360_DC_VS_MAC_M_TUBERCULOSIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_DC_VS_MAC_M_TUBERCULOSIS_UP ADRA2C AGRN AKR1B1 ALDH1A2 ALPI ANPEP APOH ARAP2 ARHGAP25 ARID1A ATF5 ATP2A2 BBS9 BRD2 BSN CCL18 CCL2 CCL22 CCL4 CCL5 CCL8 CCNF CCNH CCR7 CD1E CD3D CD47 CD83 CD84 CDH1 CDK2AP1 CDV3 CEACAM1 CENPA CERS6 CFHR3 CH25H CLCNKA CLIC2 COL7A1 CST7 CTSC CUL1 CXCL10 CXCL11 CYP3A5 DCAF11 DDAH1 DEFA5 DIAPH1 DNAH7 DNASE1L3 DUSP5 DYNC1H1 DYNLL1 DYNLT1 EIF4A1 ENPP2 EOLA2-DT EPB41 ETV6 EZH2 FABP4 FABP5 FMO4 FN1 GADD45A GADD45B GBP1 GJB1 GLA GNAO1 GPR35 GREB1 HEG1 HIC2 HLA-DMA HLA-DQB1 HLA-DRA HMGN3 HOMER2 HSD11B1 HSD3B2 HSP90AB1 IFI35 IFIT1 IFIT3 IFITM1 IL1RN IL3RA IL4 IL6 IL7R IRF1 IRF5 IRF9 ISG20 JUP KCNV2 KDM4C KIF3C KRT2 KRTAP26-1 LIPA LMNB1 LPIN1 LTK LYRM9 LYST LYZL6 MAGEB2 MAP3K4 MAPKAPK5 MEF2C MISP MRC1 MRC2 MRPS31 MSC MUC2 MX1 MYH6 MYOC N4BP2L1 NDST1 NEMP1 NET1 NFKB1 NGFR NRP2 NUP188 OAS2 OASL OSTF1 PALLD PAX4 PCDHB11 PES1 PFKFB1 PIM2 PLIN1 PLK1 PLPP3 PMM1 POLDIP3 POLR3C PPBPP2 PRLR PSMA5 PSMD1 PSME2 PTGER4 PTH PTPN7 PUM3 PXDC1 RABEPK RBBP8 RBM3 RBPMS RIPK1 RRBP1 RUBCN S100A11 SASH3 SEC61B SLC7A8 SMOX SOD1 SP110 SSB STAT2 SULT2B1 SYN3 TAOK2 TIMP3 TNFAIP6 TNFRSF4 TNNC2 TOMM34 TP53BP2 TRAF1 TRAF5 TRAFD1 TRIB1 TRIM14 TUBB TXN TXNRD1 UBA7 UBN1 UBTF VPS52 XPO6 ZDHHC18 ZG16 GSE360_DC_VS_MAC_T_GONDII_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_DC_VS_MAC_T_GONDII_DN ABCB4 ABCG1 ADARB1 ADCY3 AKT3 ALDH3B1 ALG3 ALOX5 ANG APOC1 APOE ARHGAP26 BAG5 BCAT1 BCL2A1 BCL7B BNIP3 BNIP3L C3AR1 CACNG3 CADM1 CALM3 CD14 CD163 CD300A CD52 CDA CDC42EP1 CEBPD CECR7 CHIT1 CHMP2B CIR1 CKAP4 CNOT8 COX6B1 CPE CRABP2 CTBP2 CTDNEP1 CTNNA2 CTSK DBF4 DNAL4 DNASE2 DUSP6 DXO EFNB2 EGR4 EHHADH EMILIN1 EMP1 ENO2 ERLIN2 F3 FAM8A1 FCAR FCGR1A FCMR FCN1 FGFBP1 FOLR2 FOLR3 FOS FOXI1 FOXO4 FYN G6PC1 GAL GBE1 GDF11 GEM GFRA3 GLUL GNAL GPC1 GPC4 GPNMB GSTZ1 GUCA1B GZMM HABP2 HAPLN1 HDAC5 HERPUD1 HFE HLA-E HOXA5 HR HSPA5 HTR3A HTRA1 IDS IGFBP7 IGHA1 INSIG1 ITGA3 ITGA6 ITGB1BP1 ITGB5 KCNG1 KCTD12 KIF5A KRT75 LGALS2 LILRA2 LMNA LPL LTA4H LY86 LYL1 MACROH2A1 MADCAM1 MANF MAST2 MBOAT7 MCF2L MERTK METTL7A MIOS MOS MYL6B N4BP2L2-IT2 NDRG1 NDUFB8 NDUFS3 NOL3 NOTCH3 NT5E OGG1 PDIA4 PECAM1 PEG10 PINK1 PIP4K2B PLA2G15 PPIH PTGDS PTGER2 QRICH1 RASAL2 RCBTB2 REPS1 RND3 RPS6KA2 RUNDC3B RXRA S100A4 S100A8 SASH1 SCG2 SCGB1D2 SDC3 SEMA3A SH3BP5 SHB SIK1 SLC11A1 SLC19A1 SLC1A5 SLC29A2 SLC2A5 SLC6A3 SLC6A8 SLITRK5 SMPDL3A SMR3B SORL1 SPARC SPRY1 ST3GAL5 STAB1 SUPT7L TBL2 TECPR2 TESK1 TGFA TIMP2 TKT TLR5 TM4SF4 TMPRSS15 TNFSF12 TPM4 TPP1 TRAPPC3 TRIM33 TSC22D3 TUBGCP2 USF2 VCAN VEGFB VNN2 VSIG4 XRCC1 ZDHHC17 ZMIZ1 ZMIZ2 ZNF165 GSE360_DC_VS_MAC_T_GONDII_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_DC_VS_MAC_T_GONDII_UP ABL2 ACOT7 ACTG2 ACY1 ADAM11 ADAM19 ADH1B ALOX15 ALOX15B APBA2 ARSB ARVCF ATAD2B ATP1A2 ATP5F1B AUH B3GALT5 B4GALNT1 BAAT BCL2L1 BEX4 C1S CA6 CACNB2 CAV3 CBS CCL13 CCL17 CCL18 CCN2 CCR7 CCT6B CD1B CD1C CD83 CDH11 CDK8 CELF2 CETP CFP CKB COL9A2 COL9A3 CPNE1 CRH CSF2RB CTSC CYP3A5 DHRS2 DIPK1A DNASE1L3 DUSP5 ENOX2 ENSA EPB41L2 ERICH1 ETV6 F13A1 FABP4 FAM110B FAM161A FCER1A FCER2 FN1 FNBP1L FSCN1 GALR3 GAS6 GFI1 GNMT GP1BA H2AC16 HAGH HDC HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DRA HLA-DRB4 HMGN3 HOMER2 HOPX HOXC4 IGHE IGSF3 IL1A IL7R INPP5B INTS10 IVL KCNJ4 KCNQ1 KCTD17 KDM4B KIAA0232 KMT2A KNG1 KRT15 LAMB3 LAMP3 LDB3 LY75 MAGI2 MAN1C1 MAOA MARS1 MATN2 MGP MMP12 MOB1A MRC1 MS4A3 MYCN MYH6 MYH9 NCR2 NDUFV2 NMI NPHP1 NR4A3 NRP2 OBSL1 OCM2 ORC2 OSBPL1A OSTF1 P2RY6 PALLD PARM1 PAXIP1 PBX1 PCGF3 PCOLCE PDCD11 PDE4A PDGFRL PDHA2 PDHX PENK PLA2G1B PLA2G5 PMP22 PPP1R16B PPP2R3A PRPF3 PRR4 PSG11 PSMA5 PSME2 PTPRR PTPRT RAD50 RAMP1 REEP2 RFTN1 RFXAP RGS9 RIMS1 RRP1B RTCA RUVBL1 SAMD4A SAPCD1 SEMA7A SETBP1 SNAP25 SOCS1 SOSTDC1 SOX15 SPINT2 SPRR1B ST8SIA4 STK4 STUM TACSTD2 TAF12 TBC1D31 TIMP3 TIPRL TLK2 TNFAIP2 TNK1 TPM1 TRAF5 TRIB1 TTC39A TUBA1A TXN UBB UBL3 UBTF VOPP1 WFS1 WNT5A ZDHHC18 ZFR2 ZNF254 ZSCAN9 GSE360_DC_VS_MAC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_DC_VS_MAC_UP ACLY ACOX1 ACRV1 ADAM15 ADCYAP1R1 AKR1C3 ALDH1B1 AP1G1 API5 APOOL AREL1 ARFGEF1 ARHGEF18 ARL3 ATP11B ATP2B3 ATP6V1G1 B4GALT3 BAK1 BCL6 BCR BNIP1 BRCA2 BSN C4BPA C6orf120 CA5B CACNB1 CAMK1 CCDC85B CCR7 CD1E CD38 CD40 CD83 CDKN3 CDS1 CELA2A CELF2 CIITA COL19A1 CPQ CPSF4 CTSL DDOST DDX46 DHRS2 DIAPH1 DIMT1 DNAH7 DNAJC9 EIF2S3 ELAVL2 ELL2 ENSA ENTPD4 ESYT1 EXPH5 FHL1 FMNL1 FNDC3A FOXF1 GAB1 GLB1 GLS GNB5 GPX3 GREB1 GTF3C1 H2BC7 HARS2 HLA-DOA HLA-DPA1 HLA-DQB1 HNRNPA3 HNRNPH2 HOXA11 IAPP IDH3A IFIT5 IKBKG IL4 INPP5A ISG20L2 ITPA ITSN2 IVD KCNS1 KHDRBS3 KIDINS220 KIFBP KLK3 KRT10 KRT76 LARP4B LIG4 LINC01278 LMO1 LMO2 LORICRIN LPP LRRN2 MAN1A1 MAP2K6 MAPK9 MARCKSL1 MAT2A MBNL2 MCFD2 MDH1 MED12 METTL13 MISP MKNK1 MLLT1 MOB1A MYL12A MYO1E NEFL NME6 NPC1 NPRL2 OPRM1 PAQR3 PCGF2 PDGFA PFKFB1 PHB2 PHF8 PHLDA2 PPBPP2 PPT1 PRKAR1A PRMT1 PRMT3 PRPF3 PRPF4B PRPS1L1 PSMD9 PTPN18 PTPRB PXN PYGB QDPR RABEP1 RAP1A RBM4 REL RIMS3 ROR2 RSBN1 SAMHD1 SAMM50 SF3A2 SIAH1 SIPA1L3 SLA SMC3 SMNDC1 SP3 SPINT1 SPRR2C SPTSSA SRGN STK4 STX10 SUPT7L SV2A TAF10 TCTA TFE3 TGOLN2 TMED2 TMED7 TNRC6B TOR1A TPM1 TRAF1 TRIM27 TSPAN6 TSPOAP1 TST TUBA1A TUBB UBE2L3 UBR4 UCP3 UNG USP7 VAMP4 VCP WDR37 WNT2B WSB2 ZBTB7B ZMYND8 ZNF124 ZNF137P ZNF207 ZNF804A GSE360_HIGH_DOSE_B_MALAYI_VS_M_TUBERCULOSIS_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_HIGH_DOSE_B_MALAYI_VS_M_TUBERCULOSIS_DC_DN AASS ABI1 ACP2 ACVRL1 ADA ADAM19 AGRN AK4 AMHR2 ANKRD12 ARL4A ARPC3 ATF5 ATP6V1E1 B3GNT2 B4GALT5 BAZ1A BCAT1 BPI BRCA2 BST2 BTN3A3 CA12 CCL2 CCL4 CCL7 CCL8 CCR7 CD163 CD48 CD83 CDC42 CDH1 CDO1 CEP170B CGRRF1 CHST2 CNOT9 CRLF3 CRYBA1 CSF2RB CST7 CTAG2 CTSL CXCL5 CYBB CYP1B1 CYP2D6 CYP4B1 CYRIA DBI DENND3 DLEC1 DNAJA1 DUSP1 DUSP5 DUSP6 DYNLL1 ELL2 ENDOD1 EXOC6B F3 FCGR3A FZR1 G0S2 GADD45B GAL GBP1 GBP2 GCH1 GLRX GLUL GMPR GNRH2 GPD2 H2BC21 HIC2 HOXC11 HSBP1 HSP90B1 ICAM1 IER3 IFI44 IFI44L IFI6 IFIT1 IFIT2 IFNG IL10RA IL1RN IL2RA ILF2 IQSEC2 IRF6 ITGB3 KAT2B KCNJ4 KCNMA1 KCNV2 KRTAP26-1 LAMTOR5 LCP1 LDLR LRP8 MANF MAP2K3 MGLL MICB MMP12 MMP7 MMP9 MORF4L2 MSC MSMO1 MT1B MT1E MT1F MT1G MT1H MT2A MT3 MTF1 MUC6 MX2 MYOF NCDN NDRG1 NFKB1 NFKBIA NHERF2 NR4A3 NREP OAS2 OLR1 PARK7 PARP2 PDPN PLCH1 PLIN2 PLSCR1 PLXNC1 PPP1R15A PRELP PRSS8 PSMA3 PSMB10 PSMC1 PSMD1 PSME2 PTGER4 RAPGEF2 RCAN1 RGS1 RHOBTB3 RNF19B RTN1 S100A11 S100A8 S100A9 SAT1 SBNO2 SEMA6A SERPINA1 SERPING1 SLC12A4 SOD3 SPINK4 SPTB SQLE SRSF3 STK17A STK4 STX11 SYMPK TALDO1 THOC2 TIMP1 TLR1 TNFAIP2 TOMM34 TP53BP2 TRAF1 TRIM21 TRIM22 TRIM38 TSC22D3 TUBB2A TUBB3 TXN TYMP UBE2L3 UBE2L6 VAMP5 VCAM1 VCAN VRK2 WARS1 WTAP ZKSCAN1 ZNF410 GSE360_HIGH_DOSE_B_MALAYI_VS_M_TUBERCULOSIS_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_HIGH_DOSE_B_MALAYI_VS_M_TUBERCULOSIS_DC_UP AATF ABCD3 ACTL6A ADAM15 ADCY9 ADD1 ADORA3 AHCYL1 AIMP1 AIMP2 AIP ALDH2 ANP32A ANP32B AP1B1 APOC1 ARHGEF18 ASMTL ATP11B ATP5PF ATPAF2 ATXN2 ATXN2L BAAT BDH1 BRPF1 C1QBP CAMK1 CAMTA2 CBR3 CBR4 CBX7 CCNI CCT4 CD300A CD9 CDC123 CDC5L CDH2 CFD CHN2 CLEC10A CLEC16A CLIP2 CPVL CSK CUL4A CX3CL1 DAAM1 DAP DCAF8 DDX42 DDX5 DEAF1 DHRS3 DHX38 DOP1B DPY19L1 ECH1 EEF1B2 EIF1AX EIF3F EIF3M ERF ERP29 F13A1 FADD FCER2 FKBP1B FOXN3 FURIN GAS2L1 GATD3 GCSH GDE1 GFRA2 GMFG H2AZ1 H2AZ2 HDLBP HELZ HERC2P3 HEXB HMGB2 HNRNPM HRH1 HS3ST1 HSPA9 HYAL2 ICAM3 ID3 IFT20 INPP1 ISCU ISG20L2 KDELR1 KLHL21 LAMB2 LILRA2 LMO2 LMO4 LTA4H LY86 LYL1 MAGED2 MAN2A2 MARS1 MLEC MPST NBAS NCOR2 NDUFS6 NDUFS7 NIPSNAP2 NKRF OFD1 PABPC4 PCBP2 PCSK5 PECAM1 PFKFB1 PHB2 PLA2G5 PLXNB2 PNPLA6 PON2 PPM1B PRKY PRMT1 PUF60 PUM1 PUM2 PWP2 PYGB RAB33A RAB9A RAC2 RGS10 RGS19 RNASE6 RNF11 RPP38 RPS14 S100A4 SART3 SCARB1 SEC31A SELENOP SEPTIN9 SGTA SIVA1 SLC1A5 SLC25A11 SLC38A10 SLC7A8 SLCO2B1 SNU13 SOCS1 SPHK2 SPTAN1 STOML2 STRAP SYT17 SZT2 TAX1BP3 TBC1D1 TBC1D22A TBC1D8 TBP TFAP4 THAP12 TIMP2 TKT TLE4 TLE5 TMC6 TMEM158 TMEM243 TPM1 TRAF2 TRRAP TTPA TUFM TUSC2 TXNL4A UBA2 UBE2D2 UBN1 UPF3A USP7 VGLL4 WDR7 WIPI2 YWHAH ZC3H15 ZFP36L2 ZFYVE26 ZMIZ1 ZNHIT1 ZWINT GSE360_HIGH_DOSE_B_MALAYI_VS_M_TUBERCULOSIS_MAC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_HIGH_DOSE_B_MALAYI_VS_M_TUBERCULOSIS_MAC_DN ACE ACSL1 ADCYAP1R1 AIM2 ALPI AMHR2 ANPEP APOBEC3F AQP9 ARFIP1 ARR3 ARSB ASMTL ATXN3 AURKA BCL2A1 BCL3 BICDL1 CAP1 CAPN7 CCL20 CCL8 CCR5 CCSER2 CD1D CD38 CD70 CEACAM7 CETN2 CILK1 CKAP4 CLK1 CLOCK COX10 CS CSRP1 CTNNB1 CXCL1 CXCL11 CXCL2 CXCL8 CXCL9 CXCR4 CYP1B1 CYP2B7P DDIT4 DLEC1 DNM1L DVL3 ENPP2 EPB41L3 ETHE1 FABP4 FKTN FOSL2 FSCN2 GBP1 GBP2 GLIPR1 GLUL GOLGA8A GPR12 GRIK5 GSK3B GYS1 H4C3 HBEGF HLF HNRNPH3 HOXC5 HTR1B HTRA1 IDO1 IGFBP7 IL3RA IL7R INPP4B INPP5B IQSEC2 IRF1 KAT2B KCNF1 KHDRBS3 KIAA0586 KIF5C KRT6A KTN1 KYNU LAMB3 LILRB2 LLGL2 MAGEA12 MAPK8 MCC MCL1 MIR483 MMP1 MMP12 MMP14 MSC MT1B MT1F MT1G MT1X MTF1 MUC6 NALF1 NAMPT NCLN NDUFS1 NME1 NPEPPS NQO1 NUP58 OLR1 OSBPL8 OVOL3 P4HA2 PBX2 PDE4B PDE4D PDK1 PHC2 PKP3 PLCH2 PLIN2 PLOD2 PPP2R5D PPWD1 PSMB9 PSME2 PTEN PTGS2 PTPN2 PTPRCAP PYGM RAB31 RALA RCN2 RELA REM1 RGS16 RGS2 RNASE2 RNFT2 RPA3 RUNX1 RUSC1 SCG5 SEPTIN11 SERPINB1 SERPINE1 SFMBT1 SIT1 SLC25A16 SLC2A3 SLC30A4 SLC31A1 SLC39A8 SLC4A7 SNRPA1 SOCS1 SPTAN1 SREK1 SREK1IP1 SRGN SSB STEAP1 STK3 STOM SVEP1 THEMIS2 TIMP1 TLR2 TM4SF1 TM9SF1 TNC TNFAIP3 TNFAIP6 TNR TPD52 TPGS2 TRPC4AP TSC22D3 TSFM TUBA1A TUBB7P TXNIP UCP2 VAMP5 VASP VCAN VEGFA WDR43 ZFP36 ZFP36L1 ZNF189 ZNF44 ZNF638 GSE360_HIGH_DOSE_B_MALAYI_VS_M_TUBERCULOSIS_MAC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_HIGH_DOSE_B_MALAYI_VS_M_TUBERCULOSIS_MAC_UP ABCC5 ACP5 ACRV1 ADCY3 ADGRG6 ADO AFG3L2 AKR1A1 AKR1B1 ALDH1B1 ALDH3A2 AOAH AP2A2 ARHGAP25 ASS1 ATF4 ATP6V0A1 BABAM2 BANF1 BCAR3 BLNK BLTP2 BLVRB CA4 CAMKK2 CCL19 CCRL2 CD151 CD37 CD72 CD83 CDA CDC25B CLN3 COMMD4 COPS6 CRABP2 CTTN CYB5R1 CYP27A1 DAP DAXX DDB2 DHX38 DIAPH1 DIDO1 DNAH7 DUSP3 ECHS1 EEA1 EEF1B2 EEF1D EIF4A1 ENTPD6 ERF ETFDH FAM131A FAM53B FARSA FBL FCGRT FCN1 FGR FIG4 FMO4 FUCA1 FUT7 FXR2 GAB1 GARS1 GFUS GGA3 GLB1 GNB1 GNB5 GPC3 GPR39 GSTM5 HEXA HLA-DMA HLA-DMB HLA-DQA1 HTR2B HTR7P1 IFFO1 IFITM1 IL1R1 IRF5 ISG20L2 ITGA3 ITGAX ITGB5 ITPKB JUP KCNJ9 KDM4C KIAA0930 KIF3C LILRA2 LIPA LMOD1 LMTK2 LPAR2 LST1 LTA4H MAGEB2 MAN2B2 MAPRE2 MARS1 MBTPS1 MED24 MEF2C MFN2 MISP MLF2 NDRG2 NEU1 NISCH NMT2 NOS2 NTNG1 NUP188 NUTF2 ORC4 PATZ1 PC PCCA PCDHA12 PCDHB11 PCK2 PFKFB1 PI4K2A PIK3R3 PIM1 PIP4K2B PISD PLCG2 PLEKHM2 PMPCA PPBPP2 PRCP PRKCA PUF60 PXDC1 PYGB RAB32 RASSF1 RASSF2 RPL10A RPL12 RPS6KA2 RPS6KB2 SEC61B SERPINB6 SF3B2 SHMT2 SIAH1 SIRPB1 SMPD1 SND1 SPRR2D SREBF2 ST14 STK10 STX5 STX7 SUN2 TADA3 TARBP1 TBC1D2B TBC1D9B TCF25 TEAD1 TLR5 TMEM184B TNFRSF4 TNFSF14 TPD52L2 TRAF3 TRAPPC6A TRIM10 TRIM38 TXLNA TXNRD1 UBA7 UBN1 USP24 USP5 VAMP2 VAT1 VAV1 VENTX VGLL4 VPS52 YARS1 ZBED1 ZG16 ZNF263 ZP2 GSE360_HIGH_VS_LOW_DOSE_B_MALAYI_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_HIGH_VS_LOW_DOSE_B_MALAYI_DC_DN AASS ACAA2 ACAT2 ACKR1 ACVRL1 ADAM2 ADGRL2 ALK AMHR2 ANXA2 AP3M2 APOBEC3B APOD ARPC3 ARPC4 ARR3 ASS1 ATP1A2 ATP6V1E1 B3GNT2 BDKRB1 BLM BLOC1S1 BMP2 BRCA2 BTK CA5BP1 CACNB1 CAMK2G CAPN6 CASP1 CCL23 CD300C CDC7 CDH6 CDK13 CDKN2C CDX2 CEACAM7 CENPS CEP170B CKAP5 CLDN10 CNOT9 COIL COL2A1 COL6A3 COX7A1 CREB3 CTRC CUL4A CX3CL1 CYP3A5 CYP4A11 CYP4B1 DAP3 DLEC1 DNA2 DSCAM DVL1 EGR3 EIF4B EIF4E2 EMG1 ERLIN1 ETF1 FAF2 FAH FAM234B FCAR FEZ1 FGL1 FNBP1L FPR3 GAB1 GABARAP GABRG3 GANAB GNRH2 GTF2H2B HECW1 HIC2 HMGA1 HOXB13 HSF2 ID4 IDH1 IFNA16 IFNGR1 IL1RL1 IL4 IL5 ILF2 IRAG2 ITFG2 KCNJ3 KLF7 KRIT1 LAMTOR5 LINC01587 LMNB1 LSAMP LTBP2 MAGI2 MAP3K12 MAPK8IP1 MED22 MFAP1 MICU1 MLEC MMP15 MMP25 MNX1 MORF4L2 MPZ MUC6 MXRA5 NDUFA7 NECAB3 NKTR NRP1 NTRK2 NTSR2 OVOL3 PADI2 PAEP PATJ PBX2 PCBP2 PDE1A PDK4 PDLIM1 PHF24 PIK3CG PKP3 PLCH1 PNP POLR3C POU4F2 PPM1G PRKAR2A PRPF4B PRPH PSMB7 PSMC1 PSMG1 PTPRCAP PYGM RABEP1 RDH11 RHCE RLBP1 ROS1 RPL4 RTCB RUNDC3A S100A13 S100A2 SCG5 SEC31B SEMA3F SFTPC SGCB SH3GL1 SIGMAR1 SLA SLC10A3 SLC6A7 SMPDL3B SNX13 SNX29 SPI1 SPICE1 SPINK4 SRCAP SRPX SRSF3 SSR2 ST3GAL6 ST8SIA1 STC2 SULF1 SUPT4H1 SYCP2 SYT1 TAGLN TCEAL4 TPP2 TPR TRAF6 TRPV6 TSPYL4 TXNIP UBE2S VDAC3 VSIG4 WIPF2 ZNF280B ZNF787 ZNF92 GSE360_HIGH_VS_LOW_DOSE_B_MALAYI_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_HIGH_VS_LOW_DOSE_B_MALAYI_DC_UP AATF ABCC3 ACIN1 ACO1 ACSL4 ACTA2 ACTC1 ADAM12 ADCY9 ADD1 ADGRV1 ADNP AIMP2 AKR1B10 ALDH1B1 ANAPC13 AP4E1 AP4S1 ARL4D ATAD2B ATP1B3 ATP4B ATP6V1G2 ATR ATRX ATXN2L BAAT BAIAP2 BICD1 BIRC2 BNIP3L BTBD8 BTG3 CACNA1D CALB1 CAMTA2 CARD8 CCIN CD2AP CDKN2A CDS1 CDYL CELF2 CHGB CHRNE CLNS1A COMP COPS2 COPS7A CROT CT62 CTH CTNNB1 CTSB CTSO CYP2D6 DCTN2 DHX38 DMD DNAH7 DNAJC2 DUSP11 DUSP7 DUT ENDOU EPHX2 FAM131A FAM171A1 FAM20B FAM216A FERMT2 FILIP1L GADD45A GBE1 GCH1 GLCE GLDC GLO1 GNA15 GPR65 GPS2 GRIN2C H1-10 H2BC12 HERC2P3 HGS HMGA2 HOXB2 HOXD9 IFNA5 IL2RA ILVBL IPO7 ITGB5 JTB KCNA3 KIAA0232 KIAA0319 KIF14 KLHL21 LARP4B LILRA2 LRIT1 LTBP1 MAGEA11 MAN2C1 MAPK10 MAPK9 MARF1 MAU2 MED1 MEGF9 MICAL2 MISP MKLN1 MSMB N4BP1 NAA80 NDUFC1 NFKBIE NPRL3 NPY1R ORC2 OSTF1 OVOL2 P4HA1 PDE4B PDE6H PDIA4 PEG10 PFKFB1 PGAM1 PHF8 PLOD3 PNLIP PPBPP2 PPP4C PRKCI PRMT1 PRMT2 PSMA4 RAB33A RAB9A RABIF RALA RLN2 RNF44 RRAGA SCFD1 SCG2 SDR39U1 SEM1 SERPINB3 SERPINE1 SERTAD2 SHB SHOX2 SHROOM2 SIAH2 SLC12A5 SLC22A4 SLC25A36 SLC37A4 SORCS3 SPIDR SS18L1 SSUH2 STARD13 STK39 STRAP STXBP2 SV2A SYCP1 TBC1D22A TBC1D8 TCEA1 TET3 THUMPD1 TK1 TMED3 TMEM115 TNFSF4 TPD52L2 TRA2B TRIP6 TSC22D1 TUBG1 TXNL1 UBAC1 UBXN8 USP7 VAMP7 ZC3H14 ZCCHC24 ZNF516 ZRSR2 ZRSR2P1 ZSWIM8 GSE360_HIGH_VS_LOW_DOSE_B_MALAYI_MAC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_HIGH_VS_LOW_DOSE_B_MALAYI_MAC_DN AASS ACAA1 ACYP1 ADGRL2 AMHR2 ANGPTL7 ANKS1A AP2A2 AP3S2 AQP8 ARF5 ARHGEF1 ARR3 ASIC1 ATF3 ATP5F1B ATP6V1C1 ATXN1 BCAS2 BRD2 BTBD3 BTG2 C15orf39 CALML3 CAMK2B CCSER2 CD38 CDC16 CDK9 CMKLR1 CNOT3 CNPY3 CR2 CRKL CSK CUL9 CYB5A CYB5R3 CYC1 DCHS1 DDX17 DDX46 DDX5 DDX52 DEFB1 DLEC1 DUSP11 E2F1 EDC4 EIF3M EML2 ENPP2 EPB41 EXOSC8 F7 FGFR2 FILIP1L FLAD1 FLII GNAO1 GOLGA8A GPKOW GPR15 GPR3 GREM1 GRIK5 GRK5 GRM4 H2AZ2 HAP1 HCCS HEXB HOMER3 HRC HSPA5 HTR1B IDH2 IFFO1 IFI44L IFITM2 IQSEC2 IRF1 ISG20L2 ITGB5 ITPK1 KCNJ1 KHDRBS3 LAGE3 LGALS3BP LGMN LIAS LMO2 LPAR4 LRP10 LRRC8B LSM3 LTBP4 MAN2B1 MAP3K8 MBTPS1 METTL7A MNT MSC MT1E MUC6 MYD88 NACC2 NCOR2 NELFB NFYB NOVA2 NRTN NUDCD3 P2RX4 PBX2 PCBP3 PCDH7 PDCD10 PDCD4 PDIA4 PI4K2A PKIG PLIN1 PLP2 PMS2P11 PNN POLD3 PPIE PPM1A PPM1G PRKACA PRKCSH PRKDC PSMB9 PSMD3 PTGDS PTGER2 PYGM QKI RAB5C RELA REM1 RFK RFX2 RIN2 RNASE2 RNF103 RNF113A RPA1 RPIA RRH SCN9A SEMA6A SEPTIN11 SERPINF1 SIGLEC6 SLC13A2 SLC18A2 SLC25A36 SLC35D2 SNRPE SPHK2 SPRR2D SREBF1 ST14 STAG2 STARD3 STC2 SULF1 TAFAZZIN TANK TARBP1 TARS1 TCF12 TERF2IP TFEC TGDS THOP1 TIPARP TLE4 TM9SF1 TMED3 TMEM268 TMPRSS2 TMSB4Y TNFRSF25 TNR TRIOBP TRIP6 TSC22D2 TSC22D3 TSFM TXNDC9 VAMP5 VGLL4 XPO6 ZNF20 ZNF44 ZNF623 ZZEF1 GSE360_HIGH_VS_LOW_DOSE_B_MALAYI_MAC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_HIGH_VS_LOW_DOSE_B_MALAYI_MAC_UP ABCB1 ABCB7 ACRV1 ACTN1 ADCY3 ADCYAP1 ADM AIMP2 ALDH1B1 ALDH1L1 ANK3 ARAF ARHGDIB ATF6 ATMIN ATOX1 ATP2A2 ATP5MC1 ATP5MF ATP6V0E1 BAAT BANF1 BAZ1B BBS9 BMP6 BRAP BRINP1 C6orf47 CAP1 CARD10 CCNB1 CCS CD163 CD6 CDH5 CHMP2A CLTB COL16A1 COX6A1 CP CRABP2 CROT CXCR2 CXCR4 CYP2C18 CYP51A1 DAXX DBP DDX3X DIAPH1 DIP2C DNAJC16 DNAJC8 EIF3G EIF4A1 ERCC2 ERCC4 ERP29 FAM168B FAM216A FBLN1 FCN1 FKBP4 FNBP4 FXR2 GABRB2 GALK2 GAS6 GCDH GNPAT GNS GOLGB1 GRK3 GTF2B GUSBP3 H2AZ1 H2BC10 H2BC7 HARS2 HMGCS2 HSBP1 HSD17B10 HSPA6 HTT ICAM3 IDUA IFI16 IGSF6 IL1RN IRF7 KAT6A KATNB1 KCNB2 KHSRP KIF3C KMT2D LCE2B LSAMP M6PR MAGEB2 MAN2B2 MAPKBP1 MBOAT7 MCF2 MISP MPHOSPH8 MSH3 MSMB MTHFS MUC4 MX2 MYCL MYO1F MYRIP NADK NBR1 NCBP1 NDUFS1 NFKB1 NOP16 NR1H2 NUP188 ORC4 OXSR1 PAEP PARK7 PC PCDHB11 PCM1 PCSK5 PFDN1 PFKFB1 PGD PHF24 PIAS4 PIK3R3 PLCG1 PLCG2 PLEKHB1 PLIN2 PMP22 PPBPP2 PPIF PPP1R10 PRKCB PRRC2B PSMB6 PSMC3 PSMC3IP PSMD8 PTPN9 PUM3 QSOX1 RAB3GAP1 RABGGTA RALB RASSF2 RBM17 RELN RGS16 RNF14 SAP18 SCAMP3 SCN4A SERPINB1 SHBG SIPA1 SKAP2 SLC43A1 SMARCC1 SPA17 SPC25 SRPX2 SRRD SSNA1 STIP1 SVEP1 SYN3 TAF11 TALDO1 TCP1 TLE2 TNK2 TRIM21 TRIM44 TSPAN31 UBA1 UBE2N UBE2V2 UCHL1 UQCRC1 USP5 VAMP2 XPNPEP1 ZBTB48 ZHX2 ZHX3 ZNF207 ZNF263 ZNF711 GSE360_LOW_DOSE_B_MALAYI_VS_M_TUBERCULOSIS_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_LOW_DOSE_B_MALAYI_VS_M_TUBERCULOSIS_DC_DN AASS ADAR ADGRE1 AK4 ALAS1 ALDH1A2 AMHR2 ANKRD12 ANXA2 APBA3 ARID1A ATF3 ATF5 ATP2A2 ATP6V0E1 B3GNT2 BASP1 BAZ1A BCL2A1 BIRC3 BRD4 BST2 C3AR1 CA12 CASP5 CCL2 CCL25 CCL3 CCL7 CCR7 CCRL2 CCT2 CD163 CD27 CD47 CD48 CD83 CDC42 CDH1 CDK3 CETN2 CFLAR CIR1 CRHR2 CRIM1 CSF2 CTSL CUL1 CXCL5 CYB5A CYBB DENND3 DENND5A DHFR DNAJA1 DNAJC3 DTX4 DUSP1 DUSP5 DYNLL1 EIF4E2 ELL2 FANCL FCGR3B FGFR2 FLT1 FSCN1 G0S2 GBP2 GEM GJB1 GLUL GMPR GNA15 GNRH2 GPC4 GPD2 H2BC12 H2BC21 HBEGF HSPA1A HSPA5 HSPA8 ICAM1 IER3 IFI44 IFIT2 IFRD1 IL10RA IL2RA IL2RG IL3RA INHBA ITGB3 KYNU LCP1 LCP2 LDHA LHFPL2 LITAF LTK LY6E MAD2L1BP MAP2K3 MARCO MMP12 MMP9 MPDU1 MPZL2 MT1B MT1E MT1G MT1X MT2A MUC6 MX2 MYD88 N4BP1 NBN NCBP1 NDRG1 NME1 NPRL3 NRP2 OAS2 OASL PAIP2B PAX8 PDE4D PDE4DIP PDPN PEX1 PFKFB3 PIM1 PLA2G7 PLAUR PLCH1 PLSCR1 PLXNC1 PNP PPP1R15A PPP2CB PRRG1 PSMA3 PSMD2 RALA RAPGEF2 RBCK1 RBM14 RCAN1 RER1 RFTN1 RHBDF1 RIT1 RNASE4 RND3 RNF19B RRBP1 RRH S100A8 S100A9 SEC13 SERPINA1 SH3BP5 SLAMF1 SLC22A4 SLC31A1 SMURF2 SPINK4 SQLE SSB STAT2 STAT3 STOM TESK2 TFIP11 TFRC THOC2 TNFSF14 TNIP1 TRADD TRAFD1 TRIM21 TRIM38 TRIP10 TSFM TSPOAP1 TUBB TUBB2A TUBB3 TXN TYMP UBE2L6 UBE2S VAMP5 WARS1 WIPI1 WTAP YKT6 GSE360_LOW_DOSE_B_MALAYI_VS_M_TUBERCULOSIS_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_LOW_DOSE_B_MALAYI_VS_M_TUBERCULOSIS_DC_UP ABCC5 ACAA2 ADAM12 ADAM15 ADCY7 ADD1 ADD3 ADH6 ADORA3 AHCY ALDH2 ALOX5 ANP32A APOC1 ASAH1 ASIC1 ASTN1 ATP4A BAAT CAMK1 CAMTA2 CAPN11 CAPZB CAT CCNH CD52 CDC25A CDC5L CHN2 CLIP2 CLTB CNOT3 CNPPD1 COX4I1 CPVL CR1 CSRP1 CTCF CUL4A CUL7 CYLD CYP26A1 DAP DGAT1 DR1 DUSP7 DUT EEF1G EIF3F EIF4B ERF ERP29 F13A1 FAM131A FBL FCER2 FCGRT FIG4 FOLH1 FOXO3 GAS7 GFRA2 GGA2 GGA3 GLB1 GNB1 GRAMD4 GTF2A2 H2AZ1 H2AZ2 HBE1 HDAC3 HEBP2 HMGA1 HMGCS2 ICAM3 IDH3A IER2 INPP1 ITGAM ITGB5 ITM2B JUND KATNA1 KDELR1 LAMB2 LMO2 LPXN LTA4H LY86 LYL1 MACROH2A1 MAGED2 MAN2A2 MARS1 MCM3AP MDM2 MEGF9 MLEC MPV17 MRC1 MSMB NACA NCF4 NCOR2 NDUFA7 NDUFS4 NISCH OR2F1 P2RY11 PARP1 PCSK5 PECAM1 PEMT PEPD PFKFB1 PHB2 PIP4K2B PLCB2 PLXNB2 PNPLA6 PPM1A PQBP1 PRDX2 PSEN2 PTOV1 PTP4A2 RAB32 RAB33A RANBP3 RASSF1 RBL2 RBM4B RECQL5 RERE RGS10 RGS19 RNASE1 RNASE6 RNF167 RNH1 RNMT RPL21 RPL34 RPL5 RPL7 RPS27 RPS3A RRP1B S100A4 S1PR2 SASH3 SEC31A SELENOP SGK1 SGSM2 SH3BGR SIPA1L3 SIVA1 SLA SLC1A5 SLC7A5 SMAD5 SMARCE1 SMIM10L1 SNU13 SORL1 SPAG7 SPARC SPTAN1 SRCAP SSRP1 ST18 STAB1 STK38 SUGP2 SULT1C2 SYK TAGLN TARS1 TBC1D1 TBL1X TEX261 TKT TMEM109 TMEM158 TNFRSF10B TP53 TPM1 TRAPPC3 TSPYL4 TXNIP UBAC1 UQCRC1 USP4 WDR43 XBP1 ZC3H15 ZFP36L2 ZNF81 GSE360_LOW_DOSE_B_MALAYI_VS_M_TUBERCULOSIS_MAC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_LOW_DOSE_B_MALAYI_VS_M_TUBERCULOSIS_MAC_DN ABCC10 ACSL1 ACVRL1 ADCY6 AIMP1 AMHR2 API5 ARPC3 ARR3 ARSF ASL ATIC ATP13A3 AURKA BCL2A1 BCL2L2 BNIP3L BRCA1 CBY1 CCL8 CD163 CD36 CD74 CDC42 CDK1 CLDND1 CLK1 CLK2 CLOCK CMA1 CMAHP CPB1 CTNNB1 CTSK CXCL8 DDHD2 DIAPH1 DLEC1 DNTTIP2 DRD3 DVL1 DYNLT1 EEF1AKMT3 EFNB1 EIF4E2 ELAVL2 ENPP2 ENTPD3 EPB41L3 ERP44 FABP4 FEM1C GBP2 GHRHR GIP GLIPR1 GNRH2 GPC3 GPSM3 GRIK5 HERC3 HIVEP1 HOXB7 HOXC5 HPS5 HSP90AB1 HSPA6 ID2 IFIT1 IFT25 IL13RA1 IL16 IL1RN INPP4B IQSEC2 IRAK3 IRF1 IRF2 ITGA2B KARS1 KYNU LAMB3 LAMTOR5 LDHB MDH1 MFAP2 MRPL40 MS4A1 MSR1 MTF1 MUC5B MUC6 MX2 NCKAP1L NDRG1 NDUFS1 NEDD8 NOLC1 NOTCH3 NR1D2 NUP133 OLFML2B OPA1 OSBPL8 OSMR OVOL2 OVOL3 PADI2 PANK3 PARP2 PBX2 PEX2 PFDN1 PGM1 PHC2 PIAS1 PKN2 PLAAT4 PLAU PMP22 PNP POLR2D PPP1R3A PRKACB PROCR PROZ PRPSAP1 PSMB7 PSMB9 PSMD1 PTPN2 PTPN7 PYGM RALB RAP1GDS1 RCN2 REM1 RFPL3S RGS1 RIPK1 RLBP1 RPE RPL13P5 RPL7 RPS6 RRAS2 RTF1 RUNX1 S100A13 SAMM50 SAP30 SEMA4D SF3A3 SFMBT1 SFRP4 SIT1 SLC2A5 SLC4A7 SLC7A7 SMARCA5 SNRPF SNTB2 SP110 SPINK4 SPINT1 SPOP SSB SSBP1 ST3GAL2 SULT1B1 SUSD5 TAOK2 TAX1BP1 TCF15 TDO2 TENM4 TFE3 TFRC THEMIS2 TIA1 TIMELESS TLR2 TM9SF1 TNFAIP1 TRIAP1 TTC1 TWIST1 TXNIP UBE2L6 UCN UQCRH VAMP5 VDAC2 VDAC3 WASHC5 XYLT1 YIPF2 ZBTB40 ZNF189 GSE360_LOW_DOSE_B_MALAYI_VS_M_TUBERCULOSIS_MAC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_LOW_DOSE_B_MALAYI_VS_M_TUBERCULOSIS_MAC_UP ABHD14A ACRV1 ADCYAP1R1 ADD1 ADGRL1 ADO ALDH1B1 ALDH3A2 ALPI AP2S1 APOH ARF5 ARL2BP ARTN ASS1 ATP2B3 ATXN2 BCAR3 BCL2L1 BECN1 BRD1 BRD3 BSN C1orf216 C6orf120 CALM2 CCR7 CD1E CD83 CDA CDC25B CDIPT CDK10 CDK11A CDK4 CENPA CLASP1 CLN3 CLSTN1 CRABP2 CREB1 CRYBB1 CTBP2 CYB5R1 DCTN3 DEFB1 DHX38 DIDO1 DTNB DUS4L DUSP3 E2F4 EEF1B2 EEF1D EMP3 ENOSF1 ENTPD6 FAM149A FAM32A FARSA FCGR2B FCN1 FGR FIG4 FMO6P GARS1 GFUS GGA3 GLB1 GPR39 GPRIN2 HDAC2 HIC2 HLA-DPA1 HNRNPAB HRG IFNA5 IGF1R ISL1 ITGA3 ITGB1BP1 ITGB5 KCNA3 KDM4B KIF13B KLF12 KRTAP26-1 LAMB2 LGMN LILRA2 LILRB5 LINC00847 LIPE LPAR2 LPIN1 LTA4H LY86 MAGEB2 MAGED1 MAK16 MAPK8 MAPKAPK5 MAPRE2 MEF2C MICAL2 MISP MLF2 MOAP1 MRTFA MX1 MYBPC2 MYO1C NAP1L4 NBL1 NCOR2 NDRG2 NDUFV1 NFYA NTNG1 NUP188 NUPR1 NUTF2 ORC4 P2RX4 PACS2 PCCA PCCB PCDHB11 PECAM1 PFKFB1 PGC PHF1 PLCG2 PLEKHM2 PLOD3 PMS2P3 POLDIP3 PPBPP2 PPP1R3D PPWD1 PRCC PRPF8 PRRG1 PSG1 PSME4 PYGB RAB4A RARRES1 RASSF1 RBM4B RHEB RNF4 RPS6KA1 RPS6KB2 SDC1 SEMA5A SEMA7A SERINC5 SERPINB6 SF3B2 SGSM2 SHC1 SIAH1 SIRPB1 SLC13A3 SLC6A8 SLC7A5 SMPD1 SMYD5 SOX2 SPECC1L SPINK2 SPRED2 SREBF2 SSTR2 SYN3 SYNM TACC1 TARBP1 TBC1D2B TBX19 TCF3 TDRD3 TEAD3 TFF3 TMSB4Y TNR TOMM34 TPM1 TRAP1 TRIB1 UBTF UPF3A USP5 VAT1 VAV1 VPS39 VPS72 ZNHIT1 GSE360_L_DONOVANI_VS_B_MALAYI_HIGH_DOSE_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_L_DONOVANI_VS_B_MALAYI_HIGH_DOSE_DC_DN AASDHPPT ACP5 ACTR2 ADORA3 ALDH1A1 ALDH3A2 ALDH5A1 ALG8 AMHR2 AMPD2 ANKS1A AP1S2 AP2A2 APOC1 APRT ARF6 ARHGAP4 ARSA ASAP2 ASF1A ATP2B1 B3GNT2 BLCAP BLMH BLOC1S1 BTG2 BUB1B C12orf29 CBX7 CCT6A CD14 CD1B CD1D CD1E CDC6 CDH2 CGGBP1 CLEC2B CMAHP CNOT3 COIL CPNE3 CPVL CREB3L2 DAB2 DCAF8 DDX28 DGCR2 DLEC1 DNAJC16 DNASE2 DPYD DRAP1 EEF1B2 EIF2B5 EIF4EBP1 ERCC1 ERP29 F2 FAM98A FARSA FASTK FCAR FGL2 FLI1 FYN GART GNPAT GNRH2 GOLGA8A GPX3 GRHPR GSTP1 HCFC1 HELZ HEXA HLA-DRB4 HLA-E HPCAL1 IDH3G IFNA16 INPP5D IQSEC2 KAT2A KDELR2 KDELR3 KLF4 KPNA5 KYAT1 LAIR2 LPL LY96 MAP3K5 MDFIC MED12 MEF2A MEGF9 MIA2 MNDA MRC2 MRS2 MSH3 MUC6 MYCBP2 NASP NCAPD2 NDUFS6 NDUFV1 NME4 NUP210 P2RY11 P2RY14 PCNA PDE3B PECAM1 PFKP PGRMC2 PHF8 POU2F1 PPP6R1 PREPL PRKY PRPF40A PSMD3 PSMD8 PTDSS1 RAB5C RABGGTB RBMX RCBTB2 RNF187 RNF6 RNF8 ROR2 RPL22 RPS10 RPS14 RPS4Y1 RPS6KA1 RXRA SEC14L1 SELENOP SEPTIN9 SGCG SGMS1 SHC1 SLC25A12 SLC35A3 SLC38A10 SLC7A8 SLCO2B1 SMC3 SMPD1 SNX2 SPICE1 SPINK4 SPN SREK1 ST14 ST3GAL5 STX5 SVIL SYNE1 SYT17 TACC1 TASOR TBC1D2B TDRD3 TET3 TKT TLE5 TMEM131 TMEM59 TMX4 TRAF3IP1 TRAPPC8 TREX1 TSC2 TUFM TXNIP TXNL1 UBA7 UBAC1 UBXN1 URI1 USF2 USP15 UTP14C VAV1 VEZF1 VGLL4 VSIG4 WDFY3 WIPI2 XYLT1 ZBTB1 ZC3H15 ZMIZ1 ZZZ3 GSE360_L_DONOVANI_VS_B_MALAYI_HIGH_DOSE_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_L_DONOVANI_VS_B_MALAYI_HIGH_DOSE_DC_UP ACKR1 ACO1 ACOX1 ACRV1 ADAM19 ADM AFF2 AHR AK4 AKR1B1 ALDH1A2 ALDH1B1 ANKRD46 AP3M2 AQP9 ATP2B2 ATP6AP1 B4GALT1 BAAT BASP1 BCL2A1 BID BRCA1 BTG1 BTG3 CACNB1 CACYBP CADM1 CAMK2B CASP7 CCL3 CCL4 CD200 CD86 CDK2 CDX2 CEP170B CFLAR CHI3L1 CHST2 CNN3 COQ9 CSF2RB CST7 CTSL CXCL8 CYB5R3 CYP4A11 CYP4B1 DDIT4 DIPK1A DMXL2 DUSP5 DUXAP10 DYNLT3 EIF2S1 ELK1 ENO2 EPB41L3 ETS2 EXOC6B EZH2 FCGR2A FGFR2 FSCN1 FXR2 G0S2 GADD45B GADD45G GCDH GM2A GPR183 GPR3 GPR39 GSDME GSE1 H1-0 H2BC21 H6PD HBEGF HOPX HTR7 IER3 IFI6 IFT140 IL15RA IL1RN IL3 IRF4 IRF7 ISG15 ITGB3 IVNS1ABP KCNA3 KDM5C KIF2A KLF6 KRT16 KRT86 LAMP3 LDHA LILRB4 LY75 MACIR MAOA MAP3K14 MARCKSL1 MGLL MISP MLH1 MMP1 MMP9 MORC3 MSC MSMB MT1B MT1F MT1G MT2A MTMR11 MUC1 MX1 MYB MYOG NBN NEDD8 NFKB1 NFKBIA NINJ1 NLRP3 NMI NPAS2 NR1H3 NTSR2 NUDT3 OLR1 P4HA1 PAEP PCDHB11 PCK1 PDZK1 PHACTR1 PKLR PLCL1 PLIN2 PLK1 PLK3 PLXNA3 PLXNC1 PNRC1 PPBPP2 PPP3CC PRELP PRKAR2B PRSS8 PTGER2 QSOX1 RAB11FIP5 RBBP7 RBMS3 RBPMS RCAN1 RDH11 RGS16 RHCE RHOQ RNF19B RPS6KB1 S100A2 SELL SKIC8 SLC11A2 SLC2A3 SLC39A8 SMYD5 SRPX STX11 SYCP1 SYN1 SYT1 TFPI TIMP1 TNFAIP3 TRAF1 TRAF5 TRDMT1 TRPC6 TULP1 TYMP UGCG UGP2 USH2A VCAM1 VEGFA VRK2 WNT2B ZBTB17 ZFP36L1 ZNF84 GSE360_L_DONOVANI_VS_B_MALAYI_HIGH_DOSE_MAC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_L_DONOVANI_VS_B_MALAYI_HIGH_DOSE_MAC_DN AASS ACADS ACTN1 ADA ADCYAP1R1 ADGRE1 AIFM1 AIMP2 AKR1B1 ALAS1 ALDH3A2 AMHR2 ANGEL2 AOAH AP1B1 ARR3 ATP5MF ATP6V0A1 BCKDHA BST2 BTRC BUD31 C1QB C6orf47 CAP1 CAPNS1 CCL5 CD27 CD302 CD37 CHST1 CLCN6 CNPY2 CNPY3 CNR1 CORO1A CPVL CROT CTSA CYBA DAP DEDD DGAT1 DHX16 DHX38 DIAPH1 DLEC1 DNAJB2 DOCK2 DUSP3 EEF1B2 EHD1 EIF3H EIF3K ELAVL4 EPHX1 FADD FCGBP FCN1 FOLR2 FUCA1 FXR2 GAA GAK GBP1 GDF15 GNA15 GTPBP1 H1-10 H2AZ1 HEXA HLA-DMA HLA-DMB HLA-DPA1 HPCAL1 HSD17B3 IDH3B IFFO1 IFITM3 IGFBP4 IMPDH1 INPP5B INTS9 IQSEC2 IRF1 IRF7 ITGAL KCNJ9 KMT2A KPNA2 LGALS9 LILRA2 LMO2 LRRC8B MAFF MGMT MGRN1 MRPL23 MRPL28 MUC6 MX1 MYO1F NCF4 NCOR2 NDST2 NDUFS3 NDUFS7 NIT1 NMI NR5A2 NUDT1 NUFIP1 OAS1 OGDH OVOL3 PBX2 PC PCK2 PHGDH PLCG2 PLTP PLXND1 POU3F4 PPFIBP2 PPM1G PRKAG1 PRKCD PRPF8 PRRX1 PSMB4 PSMB6 PSMB8 PTPRCAP PXDC1 PYGM RALY RASSF2 RBL1 REM1 RHOBTB2 RIMS2 RNH1 RPA3 RPL12 RPL13P5 SAC3D1 SCN9A SEC13 SECTM1 SF3B2 SF3B4 SGSM3 SGTA SH3BP1 SH3YL1 SIPA1 SLC7A1 SLN SMPD1 SNED1 SNX1 SNX27 SOD1 SPARC SPG7 SREBF2 SRPX2 SRRD STAB1 STARD3 STAT6 SULF1 SUSD6 TAF10 TAP1 TEX28 TIMM44 TIMP2 TMEM268 TNFAIP6 TNFRSF14 TNFSF10 TNK2 TP53I11 TRAFD1 TRAPPC6A TTC39A TTF1 TXN2 UBA1 UBA7 UBAP2L URM1 VAV1 VCAM1 VGLL4 VPS52 XPO6 ZBTB24 ZFHX3 GSE360_L_DONOVANI_VS_B_MALAYI_HIGH_DOSE_MAC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_L_DONOVANI_VS_B_MALAYI_HIGH_DOSE_MAC_UP ADAM8 ADCY8 ADGRL1 ADM ADO ALDH1B1 ANKRD46 ANPEP AQP9 ARL4C ARMC8 ATF2 ATP1B2 ATP5PB ATP6V1C1 ATXN3 BAAT BAZ1A BCL2A1 BRINP1 BTBD3 BTG1 CAPN2 CAPN7 CAPZA2 CASP5 CCDC57 CCR1 CCR7 CCSER2 CD163 CD1C CDH5 CETN2 CHD8 CLCN4 CLK1 CLPTM1 CSNK1A1 CTSL CXCL8 CYP1B1 CYP2B7P DAAM1 DCHS1 DDX11 DDX17 DDX18 DNAH7 DVL3 EMD FAF2 FCGR3A FCGR3B FOSL2 FUT6 G0S2 GALNT18 GDI2 GGPS1 GLUL GMPS GOLGA8A GREM1 GTF2A1 GUCA1B H2AZ2 HBEGF HCAR3 HK2 HK3 HMOX1 HNF1A HNRNPA2B1 HNRNPH2 HPX HSPA6 HYOU1 ICAM3 IFNA16 IL1R1 IL1RN IL7R KDM3B KIF5C KIFC3 KTN1 KYNU LAMP3 LBR LILRA4 LSM3 LTN1 MAGEA1 MAOA MB MCM5 MDFIC MIR22HG MISP MMP7 MORF4L2 MPHOSPH8 MPZL1 MRC1 MSC MSMB MT1A MT1B MT1F MT1G MT1H MT1X MT3 MTCL1 MYL6B NRIP1 NUP153 OAT ORC4 OSBPL8 OTUD4 OXSR1 P4HA1 P4HA2 PAM PAX6 PDIA4 PELP1 PEX19 PF4 PFKFB1 PGM1 PIK3C3 PKP4 PLAUR PLIN2 PLOD2 PLP2 POLR2D PPBPP2 PRSS16 PTGER2 PTGER3 PTPN9 RAB11FIP5 RAI14 RARS1 RBPJ RNASE4 RNFT2 RNGTT S100A10 SEC61G SEL1L3 SEMA3C SERPINE1 SH3BP5 SLC12A4 SLC20A1 SLC27A2 SLC2A3 SLC30A1 SLC6A8 SLC9A6 SPRY2 SRSF9 SSRP1 SYN3 TAF12 TCF12 TCP1 TDG TFAP2C TFAP4 TFEC TGM2 TIMP1 TIPARP TLX2 TRIM33 TRIP12 TSC22D2 TUBB UCN USP12 VCAN VDR VNN2 WNK1 WSCD1 XCL2 YTHDC1 ZC3H11A ZFC3H1 ZNF148 ZNF292 ZNF451 ZNF638 GSE360_L_DONOVANI_VS_B_MALAYI_LOW_DOSE_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_L_DONOVANI_VS_B_MALAYI_LOW_DOSE_DC_DN ABCA6 ACTA2 ADGRL2 ADIPOR2 ADORA3 AGA AHCY ALDH3A2 ALDH5A1 ALDOC AMHR2 AMPD2 ANGPTL7 ANKS1A AP1B1 AP2A2 ARHGEF6 ATP5PO B3GNT2 BLMH BLOC1S1 BRCA2 BRD3 BTD C3AR1 CBX5 CCR1 CCR5 CD14 CD163 CD1B CD1D CD27 CDH2 CDK3 CIAO1 CLSTN1 CNOT3 CNPY3 COMT CPE CPVL CSRP1 CTDSP2 CUL2 CYFIP1 DAB2 DDX28 DDX39A DGKZ DIAPH1 DNASE2 DOCK2 DOK2 DST EIF2B5 EIF4B EIF4EBP1 ERCC1 ERCC3 ERF ERP29 ESYT1 FAM168B FAM20B FAM3A FCAR FCGRT FEN1 FGL2 FOS FRY FSHR GART GLB1 GNRH2 GPX3 H2AZ1 HDDC2 HEXA HLA-DMB HLA-DOA HLA-E HMGN2 HTT ICAM3 IFNA16 IMPA2 INTS10 IRAG2 ITGAL ITGAM KAT2A KLF4 KYAT1 LAIR2 LRP1 LTA4H LTB LY6G6D MAX MCM3AP MED12 MED22 MEGF9 METAP1 MLEC MNDA MSH3 MUC6 MYO7A NASP NCF4 NDUFV1 NISCH NME4 NPTN OGA OGG1 OGT P2RY11 P2RY14 P2RY6 PABPN1 PADI2 PBX3 PCBP2 PCNA PDE1C PDLIM7 PECAM1 PER2 PIK3CG PIP4K2A PLCG2 POGZ POLE3 POLR2H POR POU2F1 PRCP PREPL PRKCB PTGS1 PTPRCAP RDH11 RPL22 RPL6 RPS4Y1 RPS6KA3 S100A4 SDHB SEC11A SEC14L1 SELE SELENOP SERPINB8 SF1 SF3A3 SLC1A5 SLC25A12 SLC35A3 SLC43A1 SLC7A7 SNAPC5 SNRNP200 SNRPA1 SNX27 SOCS7 SOGA1 SORL1 SPECC1L SPIB SPICE1 SPINK4 SRSF3 STAB1 STARD5 STK38 STX16 SUPT4H1 SYNE1 TACC1 TAF11 TDRD3 TKT TLE5 TLR1 TRIO TXNIP UBXN1 UQCRC2 VAMP8 VASH1 VAT1 VAV1 VSIG4 WDR1 YAF2 ZC3HAV1 GSE360_L_DONOVANI_VS_B_MALAYI_LOW_DOSE_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_L_DONOVANI_VS_B_MALAYI_LOW_DOSE_DC_UP ABCC10 ACO1 ADAM8 ADAMTS3 ADM AK4 AKR1B1 ALDH1A2 ALDH1B1 ANGPT1 ARC ARHGEF4 ARL4C ASTN1 ATXN2L AUH B9D1 BAAT BICD1 BID BIRC3 BTG1 CAPN11 CASP5 CCL23 CCL3 CCL5 CCL8 CD83 CDYL CELF2 CETN2 CFLAR CHI3L1 CHST7 CNIH3 CRHR2 CRIP2 CSF2RB CST7 CTSL CXCL8 CXCR4 CYB5A DDIT4 DLGAP4 DOCK4 DPP4 DUSP5 EHD1 EIF1AX ELK1 EMP3 ENO2 ENTPD2 EPOR ETS2 ETV6 EZH2 FAM131B FAM13C FGFR2 FILIP1L FKBP1B FOXO3 FSCN1 G0S2 GADD45B GADD45G GBE1 GEM GHRH GNAI3 GPR20 GPS2 GRB2 GREM1 GSTO1 H1-0 HHLA1 HLX HRC HTR1B IER3 IL2RG INHBA INPP5F INSIG2 INSM1 IRF7 ISG15 ISLR ITSN1 KCNA3 KCNJ8 KDM6B KIF2A LINC01558 LITAF LTBP4 LTK LY75 LYPD3 MAGEB2 MAP2K3 MAP4K2 MARCKSL1 MGAT4C MGLL MISP MMP11 MMP9 MRPL28 MSMB MT1B MT1E MT1G MT2A N4BP1 NAMPT NBN NCKIPSD NDRG1 NECTIN2 NFKB1 NFKBIE NINJ1 NPIPB15 NQO2 NR2F6 OBSL1 OLR1 OPTN P4HA1 PARVB PAX9 PGM1 PI3 PLEKHB1 PMP22 POLR1F PPBPP2 PPP1R16B PRKCG PRRG1 PSMA6 RAB33A RALA RALB RASL10A RELA RGL1 RND3 RNF19B RNFT2 RRAGB RYR2 SELENBP1 SELL SFTPC SIKE1 SLC11A1 SLC22A4 SLC2A3 SLC31A2 SLC39A8 SLC4A8 SLC5A2 SOD2 SPINT2 SRPX SYN1 TBC1D4 TBC1D8 TFPI TFRC TJP1 TM7SF2 TNFAIP3 TNFAIP6 TNIP1 TRAF1 TRAF3 TRIP10 TSG101 TUBB2A TXN TYMP UGP2 UNC5B URB2 WNT10B WNT2B YKT6 ZBTB17 ZC3H4 ZFP36L1 ZRSR2 ZSWIM8 GSE360_L_DONOVANI_VS_B_MALAYI_LOW_DOSE_MAC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_L_DONOVANI_VS_B_MALAYI_LOW_DOSE_MAC_DN AASS ABL1 ACOT13 ACP2 ACTN1 ACTR3 ADAM23 ADCYAP1R1 ADGRL2 AHSA1 ALG3 AMHR2 ANXA5 AP1B1 AP3S1 ARHGAP22 ARR3 ATXN2 BCL2L1 BCL7B BST2 CCL18 CCT7 CD37 CD40 CDA CDC123 CDC42BPA CDK2AP2 CELA2A CFDP1 CHD4 CHMP1A CHST1 CLCN7 CLEC10A CLIC4 COQ2 CYBA DAP DCHS1 DDOST DHX16 DHX38 DLEC1 DUSP3 DUSP7 EEF2 ENPP4 EPHB4 ESR1 FAM120A FAM89B FBXW11 FCN1 FOXJ3 FXR2 GAK GFUS GLRA3 GLUD2 GNA11 GNA15 GNAI2 GNRH2 GOLGA1 GOLGA2 GORASP2 GTF2H1 H1-10 H2BC21 HEG1 HLA-DQB1 IFNW1 IMPDH1 IQSEC2 IRF7 ITGAL ITGAV ITPA KIF1B KIFBP KLHL18 KRT2 LDLR LMO2 LMO4 LPCAT3 LRIG2 LRRC8B LSM4 MACF1 METTL13 MIA2 MICU1 MMACHC MRPL23 MRPL58 MRPS18B MUC6 NCOR2 NDUFS7 NFE2L1 NFYC NIPSNAP2 NLRP3 NPRL2 NREP NRG1 NUDT21 PADI2 PAF1 PBX2 PCDH7 PCMT1 PDCD10 PDCD11 PES1 PHF1 PIM1 PLA2G4A PLP1 PLXNB2 PNRC1 POFUT2 POLR2J POP4 PPP1R15A PPP6R1 PPT1 PRPS1L1 PTCH1 PTPN18 PTPRO PYGM PZP QPRT RAB5A RABGGTA RELA REM1 RERE RHEB RPS21 SAA1 SAFB SASH3 SCN9A SEC13 SEC61B SELENBP1 SF1 SH2B3 SH3BP1 SHC1 SLC23A2 SLC25A5 SLC29A1 SLC6A9 SMC4 SNAPC5 SNRPD2 SNX1 SPINK4 SREBF2 STARD3 STK10 SULF1 SUSD5 TAB2 TAF10 TBCA TBP TM9SF2 TMED10 TMEM131L TMEM184B TMEM268 TNFAIP2 TPST2 TRIM37 TSPO TUBGCP3 UBE2I UQCRFS1 USF2 USP10 VAV1 VCP VDAC2 VPS52 ZBTB24 ZFHX3 ZNF133 ZNF134 ZNF202 ZNF384 ZNF451 ZRSR2P1 GSE360_L_DONOVANI_VS_B_MALAYI_LOW_DOSE_MAC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_L_DONOVANI_VS_B_MALAYI_LOW_DOSE_MAC_UP ACTR2 ADAM8 ADAMDEC1 ADD3 ALDH1B1 ANKRD46 ARAP2 ARL4A ARPC3 ASB1 ATP5MF ATP5PB ATP6V0E1 BAAT BANF1 BAZ1B BRINP1 C3AR1 CACTIN CALCOCO2 CAPN7 CCL2 CD164 CD53 CD59 CD63 CDH15 CDH5 CEP162 CHIT1 CHUK CIR1 CLPTM1 CNTN2 COL16A1 COL7A1 CPM CPZ CRABP2 CRY2 CSNK2B CTDSPL CUL2 CXCL3 DDB1 DICER1 DLC1 DMXL2 DNAJC13 DNAJC8 DRG1 E2F1 EAPP EHD1 EIF3A EIF3E ELL2 ENC1 ERGIC3 FAM153A FOSL2 G0S2 GABRB2 GLRX GM2A GPATCH8 GPX3 GTF2B HNRNPA3 HUWE1 IDH3A IGFBP5 IGSF6 IK KCNA3 KIFAP3 KIFC3 KLHL9 LDHA LEPR LILRB4 LPP LRRFIP1 MAGI2 MAPK6 MBOAT7 MCFD2 MDFIC METAP1 MFN1 MISP MKI67 MLH1 MPHOSPH8 MSC MSMB MSMO1 MT1E MTMR6 MUC3A MYL12A MYL6 NARS1 NASP NCBP2 NCOA1 NGDN NPC1 NTRK2 NUP153 OAT ORC4 PARN PDE2A PDLIM5 PDXDC1 PECAM1 PFKFB1 PFN1 PGRMC1 PIK3C3 PLAGL1 PLEKHM1 PLOD1 PPBPP2 PPID PPP1R10 PPP1R11 PPP2R2A PPP2R5A PRPF3 PRPSAP1 PSMA3 PSMA5 PTGER2 PTPN9 RABL3 RAD21 RFPL3S RHOC RIPK1 RUNX3 RUSC1 RWDD2A SDF2 SEC11A SEC61G SEMA3C SERINC5 SERPINB2 SERPINE1 SERPINE2 SH3BP5 SH3YL1 SLC11A1 SLC30A1 SLC39A6 SLC5A12 SP3 SRRD SRRM2 SSB STAT3 SULT1C2 SULT4A1 SUMO1 SUMO2 SYN3 TACR1 TAF6 TBX19 TDG TFEC THOC2 TMBIM6 TNFSF12 TOP2A TP53BP2 TPP1 TRAF1 TRIM38 TRIP13 TSC22D2 TSPAN6 TUBA3D TUBB TXN TXNL1 UBB UBE2L6 UNC93A UQCRC2 USP12 VPS26A WBP4 ZFC3H1 ZNF124 ZNF132 ZNF410 GSE360_L_DONOVANI_VS_L_MAJOR_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_L_DONOVANI_VS_L_MAJOR_DC_DN ADAM8 ADH1A ALDH3B1 ARRB2 ARSA ASF1A ATF3 ATP1A3 ATP8B1 BCAM BCL2 BCL2A1 BRWD1 C5orf15 CACNA1H CASP4 CBX5 CCL21 CCS CD5 CD70 CDC5L CDC6 CDH5 CENPB CERS6 CGREF1 CHD2 CHD5 CHKB CHRNA1 CITED1 CLCA1 CLCN3 CLIC1 CLINT1 CMA1 CNOT3 CNPY2 CNTN2 COIL COL6A2 COLQ CPA3 CPLX2 CRAT CRIM1 CTDSP2 CXCL11 DAO DENND4A DEPDC5 DNAJC16 DOCK1 DOCK4 DPYSL3 DUSP1 DYNLT1 ECPAS EEF1B2 ENO1 EVPL EXPH5 FAM153A FOLR1 FOSL1 GADD45G GALC GAS8 GNAT2 GNB2 GPC1 GPD1L GPR50 GPS2 GRIK1 GRINA HCG9 HECTD4 HERC2P3 HGD HGFAC HINFP HLA-A HLX HMMR HMX1 HNRNPL HPS5 HSD11B1 HSDL2 ICAM5 IDS IFI6 IL10 IL17RA IRS1 ISCU ITGA2B KDSR KLC1 KLF6 KLHL9 LIG4 LMNA LPAL2 LRRC14 LSR LY6E MEOX1 METTL3 MTERF1 MTHFR MUC1 MYCNOS MYO1A NR4A3 OPA1 PADI2 PART1 PEG10 PGRMC2 PITX2 PLLP PLXNC1 POU3F1 POU3F2 POU4F2 PPP1R3D PPP2R5B PSD3 PSMD8 PTPN13 PTS RALGDS RAPGEF1 RB1CC1 RECQL5 RFPL3S RHOBTB2 RNF10 RNF187 RNF19B RRAS RTN2 RXYLT1 S100A8 SCCPDH SEC61A1 SFSWAP SGCG SH3GL1 SLC19A1 SLC1A5 SLC25A12 SLC35D1 SLC38A10 SLC4A1 SLCO1B1 SOCS7 SOGA1 SORBS3 SPAG8 SREK1 SRP54 SSNA1 SSR4 SVIL TAF9 TCHH TFAM TMEM186 TMPRSS11D TNR TRADD TRIB1 TUBB4B TXNRD2 UBB UBE2M UBOX5 UGP2 USF2 USP12 USP15 VAPB VAT1 VEGFD VSIG4 VWF WTAP XCL1 YWHAH-AS1 ZFP36 ZMYND10 ZNF45 GSE360_L_DONOVANI_VS_L_MAJOR_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_L_DONOVANI_VS_L_MAJOR_DC_UP ABCC5 ACLY ACTG2 AGPS AGR2 ALAS2 ALDH3A2 ANXA3 ASS1 ATG12 ATP2B3 ATRX ATXN2L BBC3 BFSP2 BHLHE40 BMP10 BRME1 BRS3 BTG2 CACNA1C CAMLG CCNT1 CCSER2 CD33 CDK20 CDYL CEP104 CETP CGA CMKLR2 CPE CPSF4 CRYM CTSA CYFIP1 CYP11B1 CYP3A7 DAPK3 DCT DDHD2 DDX21 DGKZ DICER1 DIO1 DLGAP4 DMXL1 DNAH17 DOCK10 ECE1 ECM2 EIF2S1 EIF4H ETFA EXOSC2 FADS1 FAM131B FAM3C FCGBP FCHO1 FDFT1 FGF12 FGR FOXA1 FRG1 GAB2 GAS2 GATB GFUS GGCT GH2 GNMT GRIN1 GTF3C2 GUCA1A HDAC9 HIC2 HOXA1 HTR2C HTRA1 IGF1 IMP4 ISLR ITPKA KDELR3 KLRC4 KMT2A KRT16 LARGE1 LIF LILRA4 LPO MAD2L1 MAN2C1 MAP2K5 MASP1 MCM3AP MEGF6 MFAP3 MGAT4C MLEC MMP11 MPPE1 MTHFD2 MYF5 MYRF NAT8 NBR1 NEDD4L NEMF NFIA NHP2 NPR3 NR1H3 NT5C2 NUDT3 OGT OPHN1 OR2F1 P2RY11 PCDHGA8 PDE2A PDE6B PDE6G PEX13 PHF20 PI3 PIK3CG PIP5K1B PLAGL1 PLCE1 PNMA2 POLA1 POLE3 POU1F1 PRKAB2 PRKD2 PRL PRPF40A PSMC2 PUM3 PWP1 RAB40AL RAB4B RAB6A RAG1 REG1B ROR2 RPL18 RRP7A S100B SEC23IP SELE SEMG2 SERPINB13 SGCA SIX6 SLC18A2 SLC25A24 SLC25A5 SLC4A7 SLC9A1 SMTN SMYD2 SMYD5 SNRNP35 SPC25 SPINK2 SPINK5 SRGAP3 STT3A STX2 SYCP2 SYT1 TAF1B TARBP2 TCAF1 TEAD3 TELO2 TEP1 TET3 THAP3 TLR3 TM7SF2 TMCC1 TNN TOMM70 TPD52L1 TRO TRPC3 TRPV6 UBE2B UNC5B USH2A USP22 WDFY3 WNT4 XDH YJU2 ZIC2 GSE360_L_DONOVANI_VS_L_MAJOR_MAC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_L_DONOVANI_VS_L_MAJOR_MAC_DN ABI1 ACADS ACSM1 ACTA2 ACTN1 ADGRE1 ADRA2C AKR1B1 AMHR2 ANXA5 AP1G1 ARR3 ASS1 ATF6B ATP2C1 BRCA1 CACTIN CALCA CASP9 CASR CCDC144A CCL20 CCN1 CCR7 CD22 CD24 CD27 CDH1 CDK17 CEACAM7 CELF1 CFLAR CHD1L CHEK1 CIRBP CLIC2 CNR1 COX5A CSF2 CTRC CXCL1 CXCL3 CYBA CYC1 CYRIA CYTH1 CYTH2 DIO2 DLEC1 DLX2 DLX4 DMC1 DNAJC3 DRP2 DUSP1 DUSP5 DYRK4 EHD1 EIF3G ELF4 ENPEP FAM131A FAM131B FBXO46 FLII FSCN2 FSHB GABRB1 GATA6 GCH1 GFRA1 GNRH2 GRIA3 GSE1 GSTZ1 GYG2 H2AC17 H2BC12 HAGH HEG1 HLA-DOB HPD HSPA4L HTATIP2 ID4 IL12B IL1B INPP4B IQSEC2 ITPKA JAG1 JAK1 KAT5 KCNJ3 KIF3C KRT2 LAMB3 LIMK2 LITAF MARCHF6 MDK MGRN1 MICA MKLN1 MMP10 MMP15 MMRN1 MOK MPHOSPH8 MT3 MUC6 MYL4 NCALD NCK2 NFKB2 NFKBIA NR1H2 NRG1 OIP5 OPTN OSBPL3 OVOL3 PADI2 PAF1 PARD6B PAX9 PBX2 PCDHB17P PDE1A PDE4B PDPN PDXK PEX5 PLA2G7 PLAGL2 PLAUR PLN PMCH PON1 PPP3CB PRKN PRPS1L1 PRRX1 PTGES PTPN21 PTPRCAP PTPRO PTPRS PXDC1 PYGM RAB4B RAPGEF2 RB1CC1 RBBP8 RBMXL2 REG1CP RELB RUBCN SERPINI2 SH3BP1 SHC1 SLAMF1 SLC35D1 SLC35D2 SMURF2 SND1-IT1 SORCS3 SOX15 SPAG6 SPINK4 SRP14 SRPX SRPX2 SRR STAT4 SURF1 TAF10 TAX1BP1 TFDP2 THY1 TIMM8A TNFAIP2 TNFAIP3 TNFAIP6 TNFAIP8 TNIP1 TRAF1 TRAPPC6A TRIM37 TWIST1 TXNRD1 UBN1 VWA8 WDR46 ZKSCAN8 ZNF160 ZNF230 ZNF44 ZNF92 ZPR1 GSE360_L_DONOVANI_VS_L_MAJOR_MAC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_L_DONOVANI_VS_L_MAJOR_MAC_UP ABCB1 ABCB7 ABL1 ACP1 ADCY7 AGTR2 AHCTF1 AIF1 AKAP1 APOBEC3C ARHGEF16 ARPC5 ATOSB ATP5PD ATXN3 BAAT BRINP1 CADM4 CAPZA1 CCNB1 CD163 CD302 CDC7 CEP170 CILK1 CNPY3 COG2 COMT COPS3 COQ2 COX20 CPVL CREB1 CRYAA CTNNB1 CTNNBIP1 CUL4B DDC DDX3X DGAT1 DNAH7 DOK5 DRG1 EFEMP1 EI24 EIF3D EIF4G2 ELMO1 EPS15 EXPH5 FABP6 FARP1 FBXW11 FCGR3A FGF1 FGF6 FUT1 GABRA2 GAPVD1 GDI2 GGA2 GIP GLMN GLOD4 GML GMPS GPR15 GPX3 GRIN1 GTF2H5 HNMT IRF5 ITGAL ITSN1 JUN KAT6A KDM4A KIAA0753 KLHL9 KNTC1 KRT34 LAMTOR5 LBX1 LDHB LMO2 LRBA LRRC37A2 LSM4 LSM6 MAGEA4 MAP3K14 MBNL1 MDH2 MEA1 METAP1 MFN2 MIEF1 MISP MLLT3 MOB4 MRE11 MSH2 MSMB MTMR6 MYOZ2 NARS1 NCOA6 NECAB3 NFASC NHLH1 NMU NREP NRF1 OAT OVOL2 PAK1 PATZ1 PDHB PGAM2 PGRMC1 PIAS4 PKP4 PLA2G2A PLEKHO2 POP4 PPBPP2 PPIF PPIH PRCP PRDX2 PRDX3 PRKAG1 PRODH PRRC2B PSIP1 PTPN18 PTPN22 PTPN9 PTPRN2 PUF60 PYGL PYROXD1 RARS1 RCHY1 RETREG3 RHBDD3 RHOA RIN2 RNASE1 RPN2 RSL1D1 RUSC1 SACM1L SDHB SEPTIN6 SET SLC26A3 SLC43A1 SLC46A3 SLC4A7 SLC9A6 SNRPD3 SNRPE SOD3 SORD SPTLC1 SRRM1 SRSF1 SSRP1 STAB1 STIM1 STS SUPT4H1 SYN3 TAB1 TACR1 TAF15 TBKBP1 TNP1 TOR1AIP1 TTF1 TXLNA UBR2 UBXN1 USP1 UTP18 VPS39 WSCD1 XCL1 XRCC2 XRCC5 YES1 ZBTB25 ZFC3H1 ZNF124 ZNF146 ZNF212 ZNF292 ZNF623 ZNF629 GSE360_L_DONOVANI_VS_M_TUBERCULOSIS_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_L_DONOVANI_VS_M_TUBERCULOSIS_DC_DN ABI1 ACSL1 ADAM19 AIM2 AKT2 ALAS1 ALDH3B1 ALG8 AMHR2 ANXA2 ARR3 ATF5 ATP2A2 B3GNT2 BAZ1A BBS9 BCL2A1 BLVRA BRCA2 BRS3 BRSK2 BTN3A3 C3AR1 C5orf15 CASP1 CCL2 CCL4 CCL7 CCL8 CCT3 CD14 CD163 CD27 CD38 CD3D CDH11 CDK3 CEACAM7 CEP170B CGGBP1 CHI3L1 CIR1 COIL COL13A1 COPG2IT1 CPN1 CPT1B CRAT CRLF3 CSRNP2 CTAG2 CTDSP2 CUL2 CXCR1 CYP1B1 CYP7A1 DDX21 DHH DLEC1 DLX2 DNAJC16 DYNLL1 EFNB2 EIF3B ELAVL2 EMP1 ENDOD1 EPB41L3 F2 FCGR3A FOS FSCN1 FUBP1 GAL GART GCH1 GLRX GLUL GNRH2 GRB2 GSAP GSR GYG2 H2BC7 HMGCS1 HOXC11 HSBP1 HSP90AB1 HSP90B1 HSPA1A HTRA1 ICE1 IFI44 IFI44L IFIT1 IFIT2 IKBKE IL7R IQSEC2 IRF7 IRX3 ISG15 ITGAL KANK1 KCNJ15 KYAT1 LCP2 LGALS9 LY6E LY6G6D MAX MED14 MICB MMP8 MNDA MORF4L2 MPZL1 MSMO1 MUC6 MX1 MX2 MYD88 NCAPD2 NEDD8 NEFH NUP153 NUP160 OAS2 OASL OGA OLFML2B ORAI2 OVOL3 PADI2 PARK7 PBX2 PGAM1 PIK3R4 PIR PLEK PLXNC1 PNP POGZ POLD2 PPARD PPID PRKCB PSMA3 PSMA6 PSMC1 PTOV1-AS1 PTPRCAP PYGM RBM17 RNASE4 ROR2 RPA3 RRM2 RSC1A1 S100A8 S100A9 SAMHD1 SCGB1A1 SEC14L1 SEC23IP SELE SERPINA3 SERPINB8 SERPINB9 SERPING1 SETX SKIL SLC31A2 SLC35D1 SLC7A7 SLCO1B1 SOCS6 SPINK4 SPTA1 SRSF3 ST3GAL5 STAT2 TALDO1 TDRD7 TIMP3 TLR1 TNFSF10 TOM1 TRIM14 TRIM52 TRIP4 TUBB2A TXNIP UBA7 UBE2L6 USP10 VCAN ZNF45 ZWINT GSE360_L_DONOVANI_VS_M_TUBERCULOSIS_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_L_DONOVANI_VS_M_TUBERCULOSIS_DC_UP ABCC10 ACOT7 ACP5 ADAM15 ADH6 ADNP AHCY AIMP1 AKAP8L ALDH1A2 ALDH2 ALOX15 AMIGO2 AP1B1 ARHGEF18 ARL2 ASAH1 ASTN1 ATG9A ATXN2L BAAT BCR BDH1 CALB2 CAMTA2 CAPN11 CARD10 CASP9 CBS CCDC85B CCHCR1 CCK CCNH CDC25A CDC5L CDH5 CHST7 CNOT3 COQ9 COX4I1 CPLX2 CPSF4 CSTF2 CUL4A CUL7 CXCR4 CYB5R3 DCP2 DCTN2 DCTN3 DDX51 DLGAP4 DPY19L1 ECE1 EEF1B2 EIF4H ENTREP1 ESR1 ESYT1 EXD2 EXOSC2 F7 FIG4 FKBP1B FOLH1 FOXN3 FOXO3 FRAT2 FST FYN GADD45G GARS1 GATA2 GJB5 GNAQ GOT2 GPR35 GRAMD4 GRK2 GSDME GSTT4 H2AZ1 H2AZ2 HLA-DPB1 HLX HMGB2 HPS1 HS3ST1 HTR1B ICAM3 IFT27 IGFBP1 IL5 IMPA2 IRF4 IRF5 ITGA3 KCNQ1 KRT16 KRT86 LPCAT1 LSM14A LTA4H LY75 LYPD3 MAGEB2 MAGED2 MDM2 MGAT1 MISP MPST MSMB MTMR1 MTSS1 MYO1F NACA NBAS NDUFAF3 P2RY11 PABPC4 PCDHB11 PCNX2 PEPD PGM1 PHACTR1 PLA2G5 PLEKHB1 PLXNB2 POU2F2 PPARG PRDX2 PRKRA PRR4 PTPN9 PTPRA PVALB PYGL RAB32 RAB33A RBL2 RBM4B RIPK2 RNF187 RNF44 RPS6KA2 RRP1B RUVBL2 SCARB1 SERINC5 SHB SIVA1 SIX6 SLC1A5 SLC4A3 SLC7A5 SMAD6 SNAPC5 SNU13 SOCS1 SOX9 SPIDR SREBF1 SSTR5 STOML2 SUN2 SYK SYT17 TARS1 TBC1D22A TBX1 TBXAS1 TCHH TFAP4 TFE3 TJP1 TK1 TLE5 TM7SF2 TNFRSF11A TNFRSF25 TP53BP1 TRAF5 TRAPPC12 TRIO TTC22 TTC3 TUFM UBAC1 UNC5B UQCRC1 UQCRC2 USF2 VEGFA VPS72 XIAP YARS1 ZC3H15 ZFAND5 ZFYVE26 GSE360_L_DONOVANI_VS_M_TUBERCULOSIS_MAC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_L_DONOVANI_VS_M_TUBERCULOSIS_MAC_DN ABCC10 ADCYAP1R1 AIM2 AMHR2 AMPD2 ANG AP1B1 AP1G1 APOBEC3F ARHGAP5 ARR3 BATF C1QB CAP1 CASP4 CASR CBY1 CCL19 CCL20 CCL5 CCL8 CD1D CD2 CD38 CDKN1A CEACAM7 CEMIP CFB CFLAR CLCA2 COASY COMT CPB1 CRYBB2 CXCL1 CXCL10 CXCL13 CXCL3 DLEC1 DLX5 DSC1 DUSP1 DUSP4 DYNLT1 ECH1 EPB41L3 EPHB4 ETS1 FAM131A FDPS FOS FOSL2 GABRB1 GBP1 GBP2 GCH1 GLUL GNB5 GNRH2 GRIA1 GRIN2C HBEGF HEG1 HLA-DPA1 HMBS HNRNPM HOXC5 HTATIP2 HTRA1 IDO1 IFITM1 IFT25 IL10RB IL15RA IL6 INPP4B INPP5B IQSEC1 IQSEC2 IRF1 ISG20 JAG1 KAT2B KCNB2 KCNF1 KMT2A LAMB3 LILRB2 MAP3K4 MCL1 MKLN1 MLH1 MLLT11 MMP1 MMP10 MMP12 MTF1 MUC6 MX1 NCK2 NDP NDST2 NET1 NFKB2 NIT1 NME1 NME4 NR5A2 OPTN ORC3 OVOL3 PADI2 PARD6B PBX2 PCNX1 PDGFA PEPD PFKP PLAU PLPP2 PPP1R13B PPP1R3A PREP PSMA5 PSMB9 PSME2 PTGES PTGS2 PTPN2 PTPRCAP PYGM RAB31 RANBP2 RELA REM1 REPS1 RGS2 RIMS2 RIN1 RPA3 RPL13P5 RRAD SAP30 SASH3 SBNO2 SCN9A SDS SECTM1 SERPINB1 SERPING1 SKP2 SLC16A4 SLC18A2 SLC25A16 SLC35D2 SLC37A4 SLC39A8 SMAD7 SORCS3 SP110 SPAG1 SPINK4 SSB STAG1 STAT4 STAU1 STEAP1 STK4 STOM SUSD5 THBD THEMIS2 TLR2 TNF TNFAIP2 TNFAIP3 TNFAIP6 TPO TSC22D3 TWIST1 TXNIP TXNL4A UBE2L6 UCP2 USP11 VAMP5 VDAC2 VEGFA VPS9D1 WASF1 YIPF3 YKT6 ZFP36 ZKSCAN8 ZMYND8 ZNF189 ZNF254 ZNF44 ZNF510 GSE360_L_DONOVANI_VS_M_TUBERCULOSIS_MAC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_L_DONOVANI_VS_M_TUBERCULOSIS_MAC_UP AARS1 ABR ACP5 ADGRG6 ADGRL1 ADO AHNAK ALDH1B1 ASNS ATF4 ATP1B2 BLNK BNIP3L BRD2 C1orf216 C6orf120 CADM1 CALML3 CBX7 CCL2 CCL22 CCR7 CD59 CDV3 CENPS CHERP CHST15 CLN3 CNPPD1 COL19A1 COL4A5 CRABP2 CTNNB1 CUL2 CUL5 CXCR4 CYB561D2 DAB2 DDB2 DDIT3 DDX51 DHX38 DNAH7 DOC2B DPM2 EXPH5 FGR FOXN3 FUT6 GAB1 GARS1 GATC GDI2 GFUS GPC3 GPNMB GRAMD4 GRIK2 HAL HEXA HHLA1 HMOX1 HOMER3 HSPA1A HSPA5 HSPB6 HTR2B HYOU1 IFNGR1 IL1R1 IL1RN IL3RA IRF4 IRF5 ISG20L2 ITGAX ITGB1BP1 JADE2 JUP KCNA3 KDM4C KLHL21 LAMP3 LAMTOR5 LBX1 LDLRAD4 LIPA LMTK2 LPAR2 LPL LRIT1 LTA4H LY86 MAK16 MANF MAP3K14 MAPK8 MAPKAPK5 MERTK MGA MGP MICAL3 MISP MKNK2 MOAP1 MPHOSPH10 MRC1 MUC2 MYBPC2 MYOZ2 NAP1L1 NAT8 NCAPD3 NDST1 NFYB NPC1 NPEPPS NPM1 NR4A3 NRF1 NTNG1 NUPR1 NUTF2 ODF1 ORC4 OSBPL8 PABPC1 PAN2 PC PDIA4 PECAM1 PFKFB1 PHF1 PIM1 PPBPP2 PPP2R5A PRCP PRDX2 PRIM1 PRPF40A PTGER3 RAMP1 RHEB RNASE1 RPL10 RPL12 RPL7 RPN1 RPS3A S100A11 SEC61B SEMA5A SERINC5 SERPINE2 SGSM2 SIAH1 SIX3 SLC6A6 SLC6A8 SLIT1 SMARCA1 SORBS3 STIM1 STK10 SUN2 SVIL SYN3 TAB1 TARS1 TAX1BP1 TBC1D9B TBL2 TBX19 TDRD3 TFRC TIAM1 TLN2 TLR5 TMEM184B TNFSF14 TNNC2 TOMM34 TPD52L2 TRAF4 TRAF5 TRAM1 TRIB1 TRIP13 TSC22D2 TSPYL2 TUBB7P TUBGCP3 TXNRD1 URB2 USP12 USP24 VGLL4 VPS52 ZNF148 ZNF263 GSE360_L_DONOVANI_VS_T_GONDII_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_L_DONOVANI_VS_T_GONDII_DC_DN ACOT8 ACTN4 ADAM7 ALDH3B2 ALDOC AMHR2 ANK2 ANXA6 AP3B2 ARHGAP26 ATP2B3 AURKA BCL11A BEAN1 BICDL1 BIRC3 BUB1B C10orf95-AS1 C18orf25 C1orf21 C6orf47 CACNG3 CADPS CALM3 CBR3 CCL8 CCNE1 CDK1 CDK5R2 CENPS CHD4 CHRNA5 CHST2 CMC4 CNN3 CNP COX4I1 CRYGA CTDSPL CTIF CTNNA1 CXCR1 CYP24A1 DHCR7 DNAJB12 DPT DYNLT1 EIF1AX EIF2B5 EPHX1 EVPL EZH1 FADS1 FBL FDPS FOXC1 FOXM1 FOXO1 FSHR FST GABPB1 GABRA5 GART GBE1 GCFC2 GFAP GJC1 GNE GORASP2 GPR161 GSTP1 H2AZ1 H2BC12 H2BC6 HABP2 HBBP1 HDAC6 HMGB2 HMGCS1 HSPB3 ICAM4 ID1 ID2 IFI44 IGF1R IGF2BP3 IGFALS IGFBP2 IGFBP4 IGLV1-44 IGLV3-25 IGSF3 ILF3 IQCE ITPKB ITSN1 IVL KAT6B KBTBD11 KCNJ5 KCNJ9 KIAA0232 KIF1A LAGE3 LAMP3 LMTK2 LPAR1 MAD2L1 MAGEB3 MAP1A MARCKSL1 MAST2 MCM5 MCM6 MEGF6 MIA MLF2 MMP16 MMP3 MSH2 MTMR4 MTOR MTR MX1 MX2 MYL4 N4BP2L2-IT2 NAP1L4 NDUFS6 NELFA NEU3 NFKB1 NHP2 NME1 NME4 NMI NOP56 NOTCH3 NPAS3 NUP160 NUP188 OASL OFD1 PCNA PDZK1IP1 PGM1 PGRMC2 PIP5K1B PLA2G1B POLA2 PPRC1 PRMT1 PROM1 PRPF40A RABGAP1L RALGAPB RAN RGN RNF115 RPA1 RPE65 RPL15 RUVBL1 SARDH SCCPDH SERPINC1 SIX1 SLC35D1 SLC5A6 SLC7A1 SMARCA1 SOX15 SQLE SRSF7 ST7 STAR STMN1 STS SV2C TBL3 TGFA TMEM131L TMX4 TNFRSF9 TNFSF4 TRAF4 TRIM26 TRIM33 TSPAN9 TULP2 U2AF1 UBE2A VNN1 VPS13A WIPI2 XRCC1 ZC3H7B GSE360_L_DONOVANI_VS_T_GONDII_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_L_DONOVANI_VS_T_GONDII_DC_UP ABCB8 ABCD1 ACSBG1 ACTN1 ADAM11 ADAM19 ADAMTS2 ADGRG2 ADIPOQ AHNAK ALDH3B1 AMPD2 ANKRD28 ANXA2P1 ANXA9 AOPEP APOBEC2 APOC2 APOC3 AQP4 ASIC1 ATRNL1 BAAT BAP1 C1S C8A CACNA1E CACNA1S CAPNS1 CCDC181 CCND1 CCR4 CHRNA3 CHRNA4 CRHBP CRTAM CRYBA4 CTNNA2 CYLC2 CYP2C9 DGCR6L DIS3 DNAH7 DNAJA3 DNAL4 EDN2 EIF3K ELK1 ENO2 ENTPD2 EPN2 ERLIN2 EYA2 FABP6 FANCC FBXL2 FBXL5 FCN1 FGG FIG4 FLOT1 FOLR2 FOXI1 FOXN1 FRAT2 G6PC1 GAS2L1 GBX1 GFER GJA5 GM2A GMDS GMFB GNA15 GNAI3 GNAL GNAQ GPC1 H1-1 HMX1 HOXA2 HOXB13 HOXC4 HSPB6 IL18RAP IL2RB INHA INPP5D ITGA8 KCNB1 KCNG1 KCNS3 KIF5A KIFC3 KLHL35 KMT2D KRT15 KTN1 LAMA4 LDB2 LEFTY2 LIMCH1 LITAF LRRC17 LYSET MAFK MAG MAGEA12 MBP MMP24 MMP9 MUC7 MXRA5 MYH6 MYH8 MYL12B MYOG NCR2 NDUFA6 NEDD4 NIPAL3 NKX2-2 NPTN NR3C2 NR6A1 NUDT3 NXPH3 OCA2 ODF2 OR5I1 OVOL2 P2RX6 PAX5 PCDHGA12 PDE9A PEX11A PHKG2 PLA2G7 PLG PLIN2 PLXNB2 PPIH PPP1R2C PPY PRDM2 PRKCH PRM1 PTGER2 PTGES PTK7 PTPN12 RAC2 RAD54L2 RASAL2 RLN2 RNF13 RNF6 RPE RPL39L RUNDC3B SEC14L2 SFXN3 SLC16A4 SLC25A44 SLC2A1 SLC30A1 SMAGP SMAP1 SMG6 SMR3B SORBS2 SP4 SPAG6 SPAM1 SPOCK1 SPOCK3 SPTLC2 SRY SSX5 STON1 STX3 SYT11 SYT2 TACR3 TBC1D12 TBXAS1 TG TLR5 TM4SF4 TMEM151B TMEM262 TMPRSS15 TNFSF12 TTC9 UBL3 VSNL1 YIPF1 ZNF169 ZNF391 ZNF804A GSE360_L_DONOVANI_VS_T_GONDII_MAC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_L_DONOVANI_VS_T_GONDII_MAC_DN AASS AATF ABCD2 ACADS ACD ACP1 ACTN1 ADRM1 AFG3L2 AIMP2 ALDH1A2 ALG3 AMHR2 AMPD2 ANK1 AOPEP ARHGAP22 ARR3 ATXN2 BBLN BIRC5 BYSL CASP7 CCL11 CCR7 CCT4 CCT7 CDH1 CDKN1C CEACAM7 CH25H CHERP COQ2 CPNE1 CPOX CPT1A CREM DGAT1 DLEC1 DNAJC11 DNAJC9 EEF1B2 EZH2 EZR FADD FAM13A FAM3A FASN FDPS FEN1 FKBP9 FLII GAA GAK GAL GAS6 GBF1 GNA11 GNA15 GNB5 GSTZ1 H2AZ2 H3C11 HAGH HEG1 HGS HPCAL1 HRAS HSF1 IER2 IGFBP4 IL15RA ILF3 INPP4B INPP5A INPP5B IQSEC2 IRF7 KCNQ1 KIF1B KPNA2 LAGE3 LCOR LPAR2 LRRFIP1 MAPKAPK2 MAPKAPK3 MCCC2 MCF2L MCM2 MED13L MEN1 MEP1B METAP1 MGRN1 MRPL12 MRPL23 MRTFA MUC6 MX1 NAA10 NAP1L4 NCK2 NDUFS3 NFYC NHP2 NIT1 NMB NME4 NONO NRG1 ODC1 OVOL3 PABPC4 PADI2 PBX2 PC PDE1A PEX5 PFKP PHLPP1 PIEZO1 PLAU PLCB1 PMAIP1 POLD2 POLR2H POLR2I PPFIA4 PRDX2 PRKN PRMT3 PSMG1 PTPRCAP PURA PYGM RAB33A RAD9A RALY RANBP2 RASSF1 RBL1 RCC1 RCN2 REL REM1 RFC4 RIN1 RPL13P5 RRAS2 RUSC1 SAC3D1 SAFB SCAP SCARB1 SCGN SCN9A SECISBP2L SEL1L3 SF1 SGTA SHMT1 SIVA1 SLC37A4 SLC43A1 SMURF1 SNED1 SNRPA SNRPD2 SNRPF SPINK4 SPINT2 SRP19 SRRD ST3GAL5 STAG1 STAT4 TARBP2 TCERG1 TCF3 TELO2 TEX30 TFAP4 THY1 TIMM44 TIMP3 TLE1 TMEM147 TOMM34 TPM4 TRAF5 TRAP1 TUFM TYMP TYMS UCK2 UQCRC1 ZBTB24 ZPR1 ZWINT GSE360_L_DONOVANI_VS_T_GONDII_MAC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_L_DONOVANI_VS_T_GONDII_MAC_UP ABCA4 ACADVL ACOX1 ACP2 ADCY8 AGTR2 AHNAK AKAP8 ALDH1B1 ALDH3B1 AMPD3 ANXA5 AOAH APBA2 AQP3 ARPC3 ARVCF ASF1A ATP5PB ATP9B BAAT BANF1 BCL2L1 BLCAP BLTP1 BLVRA CACNG1 CALCOCO1 CAPN7 CCDC22 CCL13 CCR1 CCSER2 CCT6B CD163 CD9 CDK2AP2 CHD1L CHRNA4 CLBA1 CLDN14 CPM CRYGD CTNNB1 CTNNBIP1 DAB2 DAD1 DCHS1 DENND5A DNAH7 DOC2B DTX4 ENTPD1 ERBB2 F2R FABP3 FCGR3A FCHSD2 FKBP2 FMO2 GABARAP GALK2 GCM1 GIP GLOD4 GML GRAMD1B HCG4B HCLS1 HK2 HMOX1 HSPA5 HSPB6 HTR1E HTR2B IDH1 IGHA1 IL1B INSIG1 IRGC ITPKC KCNA3 KCNIP4 KDELR2 KDELR3 KIAA0232 KLF10 KMT2A KPNA6 KRT75 LAMB3 LAPTM4A LASP1 LBX1 LDLRAD4 LRRC37A2 LTA4H LY86 LZTR1 MAGI2 MAP4K5 MBTPS2 MCC MFSD5 MGP MIR124-1HG MISP MLLT3 MOB1A MPHOSPH8 MPZL1 MUC3A MYO7A MYOZ2 NBR1 NDUFS2 NR1H3 NRF1 NUDT21 OAZ2 OMD ORC4 PAK5 PAX2 PCOLCE PDHX PDIA4 PDPN PENK PFKFB1 PIK3CB PIP PLA2G1B PLA2G2A PLK3 PNLIPRP2 PPBPP2 PPIF PPM1H PRCP PRPF3 PTAFR PTK2B R3HCC1L RAB11FIP5 RHOA RNF103 RNGTT RRN3 S100P SAPCD1 SDHB SDS SELENOP SERINC1 SERPINB13 SERPINB2 SERPINE1 SLA SMYD5 SNTB1 SPART SPHK2 SRP54 SSH1 ST3GAL6 SUN1 SUPT4H1 TAB1 TBKBP1 TFF2 THOC2 TKTL1 TLK2 TLN2 TMEM184B TNFSF14 TNIK TRAM2 TRIM58 TRIO TRPC6 TRPM1 TTLL4 TUBA1A TXNIP URB2 USH2A VASH1 VCAN VNN2 WDFY3 ZBTB25 ZFP37 ZFR2 ZNF185 ZNF202 ZNF280A ZNF629 GSE360_L_MAJOR_VS_B_MALAYI_HIGH_DOSE_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_L_MAJOR_VS_B_MALAYI_HIGH_DOSE_DC_DN ACVR1 ADORA2B ADORA3 AFF1 AFG3L2 AGO2 AJAP1 ANAPC5 AP2A2 APLNR APOH AQP3 ASXL1 ATP2B1 ATP6V1G2 ATP8A1 ATR BAHD1 BCAR3 BCKDHA BRD3 BUB1 C17orf75 C6orf47 CA4 CA5A CACNA1C CADM4 CCNT1 CD1E CD37 CD9 CDC42EP4 CORO2A CPVL CTSO DAB2 DAPK1 DDX52 DGKD DHRS2 DISC1 DIXDC1 DLC1 DNAJC2 DUSP7 DYNC1H1 EBNA1BP2 EIF4E EPHA7 FGF1 FIBP FLRT2 FPGS FRAT2 GABARAPL2 GABPA GCNT2 GDF11 GNG4 GPRC5B GPX7 GRPEL1 HBBP1 HCG4 HDLBP HOXA10 HSPG2 IDH2 IFI16 IL1RL1 IMP4 IP6K1 IPO9 JARID2 JUP KAT5 KCNA4 KDM4B KHSRP KIAA0753 KIF11 KIF14 KLF4 MAF MAN2A1 MCC MCM3AP MEOX2 MLEC MLLT1 MMP16 MPHOSPH10 MRC2 MRPS12 MSL3 MSLN MST1L MYCL MYO1E N4BP2L2-IT2 NAT1 NDUFS6 NKRF NPRL3 NUP160 NUP210 NUP42 OAT OGDH OSBPL2 OTUD3 PAIP1 PCNA PDCD1 PGM5 PHB2 PKD1 PLAAT3 PLCB2 PLOD3 PLXNB2 PMVK POLD2 POLR2E PPM1F PPP2R2B PQBP1 PRDM1 PRKY PSMD4 PSME4 PTPN6 RAB11FIP2 RABGAP1 RB1 RBL1 RBMXL2 RCBTB2 REEP5 RHOBTB1 RNASE6 RNF187 ROCK1 ROR2 RPL22 RPL3 RPP14 RTCA RTF1 RUVBL1 RYR3 SCAF8 SCN5A SEM1 SEMA3E SFMBT1 SH3GL1 SLC16A2 SLC23A2 SLC35A2 SLC7A8 SLCO2B1 SNRPA1 SPOP SPTBN2 SRP72 STIM1 STX5 STXBP5L SYT17 TARBP2 TAT TAX1BP3 TBXAS1 TEAD3 TFAP4 TKT TMEM243 TNNT3 TRA2B TRRAP TUSC2 UCK2 UFL1 UPF2 UROS VCL VRK1 WASHC5 ZBED1 ZNF195 ZNF204P ZNF217 ZNF230 ZNF273 ZNHIT1 ZZZ3 GSE360_L_MAJOR_VS_B_MALAYI_HIGH_DOSE_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_L_MAJOR_VS_B_MALAYI_HIGH_DOSE_DC_UP ACR ACSL1 ADRA2A AFAP1 AMPD3 ANKRD46 ANKRD7 APOC3 AQP9 ARAF ARHGEF12 ATMIN ATP6AP1 ATP9A B4GALT5 BASP1 BPI BTG3 CASC3 CCL3 CD247 CDK16 CDK17 CDK5R1 CDKN1A CDKN2D CDX2 CELF3 CENPI CFLAR CFP CHD1 CHST2 CLCNKA CLDN4 CLK2 CLPP CNOT3 CNOT9 CRISP1 CST7 CTSL CXCR4 CYTH2 CYTIP DDX51 DESI1 DLK1 DMXL2 DUSP5 EFNA4 EFR3B EIF1AY EIF4E2 ETS2 EZH2 FAM89B FGL1 FSCN1 FUT2 FZD6 G3BP2 GADD45G GLOD4 GOLGA4 GPD1 GPR3 GPR35 GREB1 GRIN2C H6PD HBE1 HBEGF HCAR3 HIBCH HLA-DQA1 HMGN3 HMMR HNRNPM ICAM1 IDO1 IDUA IER3 IFI6 IGF2 IL1RN IRS2 ITFG2 JAK1 KCNV2 KEL KIF2A KIFBP KLRD1 KRAS KYAT3 LAMP3 LDHA LILRB5 LMF2 LORICRIN LOXL1 LRRN2 MAP2K1 MARCKSL1 MED7 MLH1 MMP9 MPZ MPZL1 MSC MT1E MT2A MTHFD2 MUC5B MUSK NBN NDUFAF3 NEDD8 NEDD9 NF2 NFKBIA NPAS2 OIP5 OPTN P2RX4 PCM1 PDAP1 PDE1A PDE8B PDZK1 PHACTR1 PHLDA2 PLAUR PLXNC1 PNLIPRP2 PPIL2 PRKD3 PROZ PRPF4B PRPH PRSS23 PRSS8 PSMD8 PTGER2 PTP4A2 QSOX1 RAB36 RBM12 RBPMS RCAN1 RELA RFX2 RGS1 RGS16 RHCE RHOBTB3 RNF115 RSRC2 S100A11 SAT1 SCAND2P SENP3 SF3B1 SKP1 SLC11A2 SLC39A8 SLC6A8 SLURP1 SNTB1 SOD3 SPI1 SRPX SRY STOM STX1A SYN1 TAGLN3 TECPR2 TMPRSS6 TNFAIP2 TNFAIP3 TNFAIP8 TNFRSF1B TNR TPPP TRAF1 TRAIP TRPC2 UBE2D1 UCP2 UGCG VAMP5 VCAM1 VPS13B VRK2 WTAP ZHX2 ZKSCAN1 ZNF268 GSE360_L_MAJOR_VS_B_MALAYI_HIGH_DOSE_MAC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_L_MAJOR_VS_B_MALAYI_HIGH_DOSE_MAC_DN ABCA2 ABCB7 ACAA1 ACVR1B AFG3L2 AGTPBP1 AHCY AHSG ALDOC AMHR2 ANAPC10 ANGPTL7 AP2S1 APLP1 APOBEC3B APRT ARHGEF1 ARR3 ATP5MC1 ATP6V0D1 ATRN BANF1 BTN3A2 CALM2 CAPZB CARS1 CCNB1 CD22 CD27 CD4 CDA CDC25B CEACAM7 CEBPA CFD CHAF1A CHMP2A CKAP5 CKS1B COLEC10 COX7B CPVL CRYAA CYBB CYC1 DDB2 DEDD DGAT1 DHCR7 DHX16 DLEC1 DNPH1 DOK5 DZIP3 ECHS1 ECI1 EFNB3 EGR4 EIF3K ESYT1 ETFDH EXOSC7 FADS2 FARSA FCGRT FUT1 GAPVD1 GATD3 GATM GLB1 GLG1 GOLGA3 GPR15 GPT HEXA HLA-DMB HLA-DRB6 HSD11B2 IDH3B IL18 IMPDH1 IMPDH2 INPP4B INPP5D INTS9 IQSEC2 IRF5 ITGAL ITSN1 KAT6A KCNJ1 KCNJ9 LAMB2 LMO2 LRRC37A2 LSM4 MARS1 MDN1 MEA1 MED8 MFN2 MIEF1 MRPS27 MUC6 MYBL2 MYT1L NDUFB6 NDUFB7 NDUFB8 NDUFS7 NDUFV1 NEU1 NFE2L3 NIPSNAP1 NISCH NKX2-8 NMU OR7A5 OVOL3 PARD6A PARP3 PATZ1 PBX2 PCCA PCK2 PCMT1 PI4K2A PLA2G2A PLCG2 PLK2 PLS3 PLXND1 PRCP PRDX2 PRKAG1 PRKCA PRKCH PRODH PRRC2A PRRC2B PSEN2 PSMD8 PSME4 PTK2B PTPN18 PTPRCAP PYGM RAE1 RALGAPB RASSF1 RHOA RIN2 RNASE1 RNF114 RPL10A RPL13P5 RPP30 RSL1D1 SETD1B SF3B2 SF3B3 SHMT2 SKAP2 SKIC2 SLC43A1 SMPD1 SNAPC5 SNRPE SNX15 SPC25 SREBF2 STAB1 STIP1 TAF10 TAL1 TAOK3 TARBP2 TGFBR2 TGIF2 TLE2 TNN TOX TRAF3 TRAPPC12 TRAPPC6A TRIM44 TRRAP TSN UBXN1 UGT8 UNC119 UNC93A UTP18 VARS1 YES1 ZBTB20 ZNF142 ZNF20 ZNF629 GSE360_L_MAJOR_VS_B_MALAYI_HIGH_DOSE_MAC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_L_MAJOR_VS_B_MALAYI_HIGH_DOSE_MAC_UP ABI1 ACADL ACRV1 ACTG2 ACTN1 AFM AKAP8L ALCAM ALG13 AMOTL2 ANXA1 AOC2 AQP7 AQP9 ARC BAAT BCAS2 BMP1 BMP6 BPGM BRCA1 BRINP1 CACNB1 CALCA CAPN11 CASP1 CCL20 CCR7 CD44 CD6 CEP104 CFLAR CLCN4 CLIC2 COL17A1 CTNNB1 CTSL CXCL1 CXCL3 CXCL8 CYB5R3 CYP1B1 DAAM1 DACH1 DDX3Y DDX52 DHH DLST DNAH7 DPP6 DUSP4 DUSP5 DVL3 DYNC1I1 EOLA2-DT EPB41 EPOR FCAR G0S2 GAB1 GALNT18 GK GNAT1 GPR137B GPR35 GPR4 GRB14 GREM1 GRIK1 GSE1 GSK3B GTF2A1 GTF2H4 GTPBP10 H2BC7 HEG1 HLX HNF1A HNRNPF HSP90AA1 HSPA4 IL12B IL1B IL1RN IL3RA INSL3 IRS1 KCNJ10 KHDRBS3 KIF5C KLRA1P KRIT1 KTN1 KYNU LAMB3 LBX1 LCP2 LITAF MAP3K8 MAP3K9 MAPK8 MAPK8IP1 MARCKSL1 MDC1 MIR22HG MISP MMP10 MMRN1 MSC MSMB MSX2P1 MT1A MT1F MT1G MT1H MT1X MT2A MT3 MTMR9 MYL4 MYOZ2 NALF1 NAV3 NF1 NFKB1 NFKBIA NQO1 NR1H2 NRP2 NUP58 OLR1 P4HA2 PAEP PAX6 PCLO PCSK5 PDE4B PDPN PFDN6 PIAS1 PLA2G7 PLA2R1 PLAUR PLIN1 PLK1 PLN PMCH POM121L9P PON1 PPBPP2 PRELP PRKACA PRSS16 PTGES PTP4A1 RAPGEF2 REG1CP RIMBP2 RNF126 RNFT2 RPGRIP1 RYR1 S100A10 SERPINI2 SLC11A2 SLC13A3 SLC16A3 SLC18A2 SLC20A1 SLC30A4 SLC35D2 SLC6A5 SMURF2 SOX15 SP100 SPAG6 SREK1IP1 SYN2 SYN3 SYNPO TAF12 TANK TDG TFRC TGDS TNFAIP3 TNFAIP6 TNFRSF4 TNIP1 TNNC2 TOP1 TRAF1 TSPYL1 VTI1B VWA8 WIPF1 ZBTB17 ZIC3 ZNF44 ZNF638 GSE360_L_MAJOR_VS_B_MALAYI_LOW_DOSE_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_L_MAJOR_VS_B_MALAYI_LOW_DOSE_DC_DN ABCB1 ABCC3 ADAM12 ADAMTS3 AHNAK AKAP1 ALG3 ANGPTL2 AOX1 APLNR ARHGDIB ARHGEF4 ARL2 ARRB2 ARTN ATP5MC3 B4GALNT1 BAZ2B BTD BTK CACNB2 CCNI CCT3 CD79B CDON CEP162 CFDP1 CHEK2 CKS1B CLDN10 CLEC10A CNOT1 CNOT4 CNPY3 CRELD1 CTSF CX3CL1 DGCR2 DHX8 DIP2C DLEC1 DNAJC11 DOK2 DUSP7 DXO EEF1D EIF4E2 ELF2 EMG1 EPHA7 FAM131A FAM53B FASN FCGR3B FOLR2 FPGS FRY FXN GATA2 GCNT2 GNGT1 GPRC5B GRB7 GRPEL1 H2AZ1 HADHB HCG4 HMGA1 IDH2 IDH3G IFITM2 IFNGR1 IGLV1-44 IKBKB IL5 ILVBL INPP1 IRAG2 ITGB1BP1 JADE2 KANK3 KAT2A KATNA1 KDELR1 KDM3B KRT14 KSR1 LIPT1 LPCAT4 LPL LRPPRC LSM4 LUM MAF MAN2C1 MARS1 MDH1 MED22 MIR22HG MKRN1 MLEC MMP11 MOAP1 MPV17 MTHFD1 MYBPC3 MYH15 MYL6B N4BP2L2-IT2 NBR1 NCOA6 NDUFB6 NECAB3 NOLC1 NOTCH4 NRG1 NRP1 NUCB2 NUP133 NUP160 OGDH P2RY14 PATJ PCBD1 PDZK1IP1 PECAM1 PEX2 PGM5 PIAS4 PISD PKD1 PLCG2 PLOD3 PMVK PNP POLA1 POU1F1 PPBP PPM1F PPP1R12B PRDM1 PRIM2 PRPS1 PSIP1 PTK2 PTPN6 PTPRA QPRT R3HDM1 RAB40AL RBL1 RBMY2DP RDH11 REEP5 RHOBTB1 RNF4 RPL13P5 RRN3 RUSC1 SCN5A SEPTIN8 SETD2 SIX1 SLC16A2 SLC16A7 SLC22A5 SLC39A7 SLCO2B1 SMARCD3 SNRNP35 SNRPF SPTSSA SRR SSX3 STIM1 STIP1 SYN2 TARBP2 TFCP2 TLR3 TLX1 TMCC2 TMED9 TMEM106C TNFSF10 TRA2B TUSC2 VAV1 VCL VPS13D WDR1 WDR43 XPO7 YTHDC2 ZBTB20 ZNF212 ZNF37A ZNF428 ZNF787 ZNHIT1 GSE360_L_MAJOR_VS_B_MALAYI_LOW_DOSE_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_L_MAJOR_VS_B_MALAYI_LOW_DOSE_DC_UP ABCA4 ADAM23 ADRA2A ADSS2 AGRN AHSG AKR1B1 ALDH1A2 ALKBH1 ANKRD12 APOC3 ARHGDIA ARL4C ASIC3 ATP4B ATP6AP1 AUH BASP1 BLZF1 BNIP3L BTG1 BTG3 C22orf31 CA3 CALML3 CAND1 CCL3 CCL8 CCP110 CCR7 CD28 CD8A CELF2 CELF3 CFD CHUK CIC CLDN4 CLDN8 CLK1 CRIM1 CRISP1 CTNNB1 CXCR4 CYTH1 DENND4A DIDO1 DNAJB1 DOCK4 DPP4 EFR3B EHD1 EMID1 ENTPD4 FAM50B FANCI FANCL FBXO9 FNDC3A FOXO3 GADD45G GBE1 GBP2 GPD1 GPR135 GPS2 GUCY2F GYS1 HERC2P3 HGS HHLA1 HMGCS2 HNRNPA3 HSPE1 HTRA2 ICAM1 IER3 IFIT1 IFITM3 IL1B IL3RA IL6 INHBA INSIG2 INSL4 KBTBD2 KIF3A KLRB1 KLRD1 KRT17 KRT8 LDAF1 LITAF LOXL1 LRIT1 LTK MAL MAPK9 MARCKSL1 MBD2 MLN MMP9 MPP3 MSC MT1X MYL2 N4BP1 NELFB NFKB1 NINJ1 NIT1 OGFR OLFM4 OLR1 OPLAH PAX8 PDE1A PEX11A PEX6 PFKL PGK1 PHF1 PIM1 PLK4 PMP22 PNPLA4 PPP1R15A PPP2CB PRSS23 PSMA4 PSME2 PTGFR PTGIS PTP4A2 RABEPK RAD51 REG1A RHBDF1 RPL36A RPS27A RRAGA SAT1 SCFD1 SCYL3 SEC13 SELL SERPINE2 SF3B3 SLAMF1 SLC11A1 SLC22A4 SLC25A12 SLC2A3 SLC39A8 SLC5A3 SLC6A8 SLURP1 SMARCA4 SOCS2 SOD2 SPINT2 SRD5A1 SRPX SRY STAT4 STOM STX1A SUMO3 SYMPK SYN1 TAP1 TCHH TICAM1 TMED3 TMEM115 TNFAIP3 TNFRSF1B TNIP1 TOB2 TPPP TRADD TRAF3 TRAIP TRPC2 TRPM1 TSC22D4 TSFM TUBB4A TXN UBE2S UGP2 USP11 USP12 WNT2B WTAP XBP1 YJU2B ZFTRAF1 ZMYM2 ZNF337 GSE360_L_MAJOR_VS_B_MALAYI_LOW_DOSE_MAC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_L_MAJOR_VS_B_MALAYI_LOW_DOSE_MAC_DN AATF ACP1 ADGRF5 AFG3L2 AMELX AMHR2 ANGPTL7 ANKRD17 AP2S1 APOBEC3C ARHGAP45 ARHGEF1 ARID3A ARR3 ASMTL ATP11A ATP5MC1 ATP6V0D1 ATRN BAG5 C2orf72 CACNA1C CDK6 CDKN1B CELF1 CELF2 CFD CHAF1A CHD4 CLSTN1 COPS3 COQ2 COX5A COX7B CPNE1 CPVL CRYBB1 CYC1 CYFIP2 DCTD DDX52 DFFA DHX16 DLEC1 DNPEP DNPH1 DPYSL2 DRG1 EIF2S3 EPS15 ERCC1 ESR1 FAM131A FARP1 FBXW11 FEZ1 FUT1 GAK GATD3 GFUS GGA2 GLMN GMPS GNRH2 GPR15 GTF3C1 GTF3C2 HDAC6 HNRNPR HS2ST1 HSPB2 HTR1E IFT25 IL5 IMPDH1 INPP4B IQSEC2 IRF5 ITGAL ITPA JADE2 KAT6A KCTD2 KIAA0513 KLHL9 LANCL1 LSM4 LYRM9 MAGEA4 MAPKAPK5-AS1 MAPRE1 MARK3 MBTPS1 MDN1 MED8 MFN2 MLLT1 MPHOSPH10 MRAS MRPL58 MRPS12 MTIF2 MUC6 MYD88 NBL1 NCOA6 NDUFB8 NDUFS7 NDUFV1 NDUFV1-DT NEMF NEUROD2 NFATC3 NFE2L1 NKX2-8 NPHP4 NR2C1 NREP NUDT3 ORC1 OTUB1 OVOL3 PADI2 PARP3 PBX2 PCDHGA8 PCK2 PCMT1 PDCD10 PGAM2 PI4K2A PLCG2 PMPCB PMS2P3 PMVK POP4 PPIC PPP2CB PRCP PRG2 PRKACB PRRC2A PRRG1 PSMA7 PSME4 PTPN22 PWP1 PXDC1 PYGL PYGM PYROXD1 RAB14 RAB4B RAE1 RAMP3 RASGRP2 RASSF1 RBCK1 RETREG3 RIN2 RPN2 RPS6KA1 RTCA SART1 SEPTIN11 SET SETD1B SH2B1 SHMT2 SHOC2 SKAP2 SLC25A4 SLC4A3 SLC6A9 SNRPD3 SNRPE SPINK4 SPN SREBF2 STS TAFAZZIN TBCB TCF25 TFDP2 TOMM40 TOR1AIP1 TRANK1 TRAPPC12 TRIM44 TRRAP TTLL3 TUBB2A UPF1 USP10 VPS52 WDR7 ZFC3H1 ZNF134 ZNF629 GSE360_L_MAJOR_VS_B_MALAYI_LOW_DOSE_MAC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_L_MAJOR_VS_B_MALAYI_LOW_DOSE_MAC_UP ACAP1 ACTN1 AFM AHSG APEX2 ARL1 ATOSB ATP5PD BAAT BBS4 BDNF BET1 BMP6 BRINP1 CALCA CAP2 CCDC69 CCL20 CCN2 CCR7 CD44 CDK17 CFHR2 CFTR CHGB CHP1 CHST3 CLDN3 CLK3 COIL COL13A1 COL17A1 COL7A1 CPA3 CSN3 CSTB CYP1B1 DIO2 DKK3 DLGAP1 DNAJB4 DNASE1 DPP6 DRC3 DYNC1I1 EFNA5 EFNB2 ERCC5 FBLN1 FBXO7 FCGR3A FCHO1 FGF3 FKBP4 G0S2 GABPA GABRB2 GALNT18 GAPVD1 GART GCDH GNA13 GPI GRB14 GSK3B HLX HNRNPF HSP90AA1 HTATIP2 ICOS IDUA IL12B IL4 INSIG2 ITGAX KCNK1 KIF20B KTN1 LAMB3 LAMTOR5 LCP2 LEP LZTR1 MAFK MAPK1IP1L MAPK8IP1 MARCO MINPP1 MISP MLLT10 MLN MMRN1 MSMB MT1E MTCP1 MTMR9 MUC2 MYH10 MYOZ3 NAA80 NAE1 NALF1 NAV3 NCDN NECTIN2 NFKB1 NFKBIA NQO1 NR1H2 NRDC NTF3 NUP58 P2RX5 PARP2 PAX9 PCDH8 PDE1A PFDN4 PFKP PHKG1 PIP5K1B PKM PLAGL2 PLK4 POLR2D POLR3C PPBPP2 PPP1CB PPP1R10 PPP3CB PTPN9 PTPRK PTS PXN RABEP1 RABL3 RAD54L RAN RASSF7 REL REN RFPL3S RHOBTB3 RIMBP2 RNF126 RNFT2 RPS17 RSL1D1 RSRP1 RYR1 SDC2 SELENOW SERPINH1 SGCE SIT1 SLC11A2 SLC12A4 SLC16A3 SLC20A1 SLC7A7 SOD3 SP100 SPEG SPON1 SPRR1A SRPK1 SSTR5 STAT4 SUPT4H1 SYCP1 SYN3 SYNPO TANK TCF15 TDG TFIP11 TH TIMM17B TNFSF12 TNP2 TOP1 TRIAP1 TRIM10 UBE3A UPP1 VRK1 WSCD1 YIPF4 YWHAZ ZBTB17 ZBTB25 ZNF157 ZNF33B ZNF44 ZNF674 ZPR1 ZSWIM8 GSE360_L_MAJOR_VS_M_TUBERCULOSIS_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_L_MAJOR_VS_M_TUBERCULOSIS_DC_DN AATF ACOX2 ACSL1 ALOX5AP ANG APOL1 ARHGAP12 ARHGDIB ATP2A2 ATP6V1E1 BAZ2B BRD2 BRS3 BUD23 C11orf80 CA12 CARD8 CAV2 CCNT1 CD163 CD1E CD28 CD33 CD40 CD79B CDK4 CES1 CHRDL1 CKS2 CLCNKA CLIP1 COBLL1 COL5A2 CPT1B CRYM CTAG2 CXCL10 CYBB CYP27B1 DCLK1 DDAH1 DDX18 DHRS2 DIXDC1 DMXL1 DNAJB4 DUSP6 DYNLT1 EEF1E1 EFNB2 EIF2AK2 EIF4E EIF4E2 EPHA7 ERCC6 EXTL3 FAS FASTKD2 FCGR3B FLT4 FOS FOXC2 FPGS GABPA GALT GATC GCNT2 GJB1 GLA GNGT1 GPRC5B GRB2 GRP GUCY2F HDLBP HMGB3P30 HNF1B HOXA10 HP HSP90AB1 HTRA1 IDH1 IFIT1 IFITM1 IFNA21 INTS3 INVS IQCB1 IRX3 ISG15 KIF14 KLHL4 LDHC LECT2 LIG3 LILRB2 LRP8 LRPPRC MAGEA5P MAMLD1 MARK3 MICA MID1 MKNK2 MLANA MLF2 MMP8 MPDZ MX2 MYBL1 N4BP2L2-IT2 NAT1 NDST1 NEDD8 NNAT NORAD NPRL3 NR1H3 NTNG1 NUP160 OFD1 OGA OLFM1 OPTN ORC5 OTUD3 PBX1 PEX13 PGM5 PLEKHG3 POGZ POU2F1 PPID PPP1CB PPP1R10 PPP2R1A PPP2R2B PRAME PRDM1 PRIM2 PRKCB PRODH2 PSMB9 PSME2 QRICH1 RAC2 RAD9A RAP1GAP RARRES2 RASGRP1 RPE RPL3 RPL39 RPS26 RSAD2 RUVBL2 SCN5A SERPINA5 SERPINB9 SETD2 SLC16A2 SLC25A24 SLC31A1 SMYD2 SND1-IT1 SNRNP35 SOD2 SP100 SRR SRSF3 STIP1 STXBP5L SULT1C2 SUPT20H SYNGR4 TBX1 TCAF1 TDRD7 TGFB3 TGIF1 TGM3 THOC2 TLR2 TMED9 TOM1 TPD52 TRIM21 TRIM22 TSPOAP1 TSPYL2 TSR1 TULP1 TXNIP WDR43 WSCD2 ZBED1 ZNF711 ZNF85 ZSWIM8 GSE360_L_MAJOR_VS_M_TUBERCULOSIS_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_L_MAJOR_VS_M_TUBERCULOSIS_DC_UP AARS1 ABCC10 ABCG1 ADH6 ADRA2A AKAP1 AKAP4 AKAP8L ALOX15 AP1B1 APOC3 APOE AQP3 ARFRP1 ARHGAP25 ARL2 ARL4C ASAH1 ATG9A BAG1 BAMBI BCAM BDH1 BMX BTG1 CACNG3 CALML3 CARM1 CARS1 CBS CCNYL7 CD302 CDC5L CDK2AP1 CELF2 CELF3 CGRRF1 CHD1 CHST7 CLDN4 CLK1 CLNS1A CNOT3 COL4A3 COL7A1 COX4I1 COX5A CPLX2 CRISP1 CTDP1 CUL7 CYB5R3 CYP7B1 DARS1 DDX51 DENND2B DIDO1 DR1 DTNB EBP EEF1B2 EFR3B FHIT FLNB FOLH1 FOXO3 FRAT2 FYN GABARAP GADD45G GPD1 GPNMB GPS2 GRM5 GTPBP6 H2AZ2 H6PD HLA-DPB1 HLX HMGB2 HMGCS2 HOMER3 IGBP1 IGHE IL3RA IL4 INHBA INSL4 IRS1 JRK KCNQ1 KDM4C KIAA0040 KIF3C KRT10 LSM4 MACROH2A1 MAP2K2 MDH2 MDM2 MEF2C MGRN1 MICU2 MMP1 MRPL9 MTSS1 MYCNOS MYH3 MYH6 NAGA NIPAL3 NREP NXPH4 OPRM1 OXA1L PANK3 PCBP1 PCDH9 PDLIM3 PEPD PFKL PGAP4 PHACTR1 PLAAT4 PLEC PLK3 PPFIBP2 PPIF PPP1CC PPP1R15A PRKG2 PRRC2B PRSS23 PSD3 PTMS PTP4A2 PTPRA RAB33A RALBP1 RBMS1 RCN2 RECQL5 RGS14 RHOQ RNF187 RPGRIP1 RPL30 RPL34 RPL36A RPS23 RPS4X RPS6KA2 RRAS2 RRS1 SAMM50 SEMA4D SHMT2 SLC25A1 SLC35D1 SLC6A8 SLURP1 SMARCA4 SMIM10L1 SPATA31C2 SPHK2 SRY SSTR3 SUCO TAF1B TAX1BP1 TBC1D8 TCEAL4 TCF3 TCHH TECPR2 TFE3 TIMP2 TK1 TLE5 TM4SF1 TM4SF5 TMED3 TNFRSF11A TNNC2 TOB2 TPPP TRAF2 TRAIP TRPC2 TSPAN4 TTLL5 UQCRH UROS USF2 VEGFA VPS13B VPS8 ZNF451 ZNF592 GSE360_L_MAJOR_VS_M_TUBERCULOSIS_MAC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_L_MAJOR_VS_M_TUBERCULOSIS_MAC_DN AIF1 ALB AMHR2 ANAPC5 APOBEC3B APOBEC3F APRT ARHGAP5 ARL1 ARR3 ASB9 ASMTL ATP5MJ ATP5PD ATP5PO ATXN3 BBC3 BTN3A1 BUB1B C12orf29 CAPN15 CCL19 CD163 CD1D CDK18 CEACAM7 CELF2 CILK1 CKAP5 CLASP1 CNPY3 COMT COQ2 CREB1 CRYAA CSRP1 CST5 CTNNB1 CTRB2 CTRC CUL4B DCBLD2 DGAT1 DHCR7 DLEC1 DLG2 DNAH17 DOK5 DOT1L DRG1 DUSP1 EBP EFNB3 ERP44 FADS2 FCGR3A FDPS FGF1 FKTN FLRT1 FMO5 FOS FUT1 GAPVD1 GIP GLIPR1 GLMN GLRA2 GNRH2 GOLIM4 GPA33 GPR15 GPSM3 GRM2 GUCY2D H1-2 H3C4 HDAC2 HERC4 HLCS HMGB2 HNRNPM HSD11B2 IFT25 IL13RA1 IMPA2 IMPDH2 INPP4B IQSEC2 IRAK3 ITSN1 KCNF1 KIAA0753 KRT31 KRT34 KTN1 LDHB LILRB2 LMO2 MAPT MCAT MFN2 MIR124-1HG MSX2 MUC5B MUC6 MYO6 NAP1L3 NDUFB1 NDUFB6 NDUFS6 NFE2L3 NIPSNAP1 NOL4 NUP133 ORC2 OVOL2 OVOL3 PADI2 PBX2 PDPN PEG10 PEMT PIAS4 PLCH1 PLPP2 PLS3 PLXND1 POP4 POU3F2 PPARD PPP2R5B PPT2 PRDX2 PREPL PRKACB PRKCH PRODH PRRC2B PSMA7 PTPRCAP PTPRN2 PYGM RAB31 RAC3 RAD51B RAG2 RALGAPB RAP1GDS1 RBMX2 RCHY1 RFXAP RGS2 RHBDD3 RHOBTB2 RHOG RIDA RIN2 RPL13P5 RRAS2 RUSC1 SAMM50 SAPCD1 SELENOW SEPTIN11 SLC16A4 SLC26A10P SLC35A2 SLC4A7 SMARCA5 SNRPE SNTB2 SPAG1 SPINK4 SREK1 SRP9 STEAP1 STOM TGIF2 TMPRSS11D TNFAIP1 TPM1 TSC22D3 TTC1 UBXN2B UPK3A USP34 UTP18 XCL1 ZFP36 ZNF142 ZNF177 ZNF271P ZNF41 ZNF623 ZNF629 ZNF92 ZYX GSE360_L_MAJOR_VS_M_TUBERCULOSIS_MAC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_L_MAJOR_VS_M_TUBERCULOSIS_MAC_UP ABTB2 ACOT11 ACRV1 ACTG2 ADRA2C AHNAK AKR1B1 AKR1C3 ALPI AMOT APOH ASS1 ATP6V1F BMP3 BRCA1 BRD2 C1orf105 CA6 CAMKK2 CAP2 CASP2 CCR7 CD83 CD84 CDH1 CDK5R2 CDV3 CENPA CHEK1 CIB2 CLIC2 CLIC5 CNN3 COL13A1 COL17A1 CPA3 CSN2 CYLC1 CYP2C8 DAPK2 DBH DCT DDX6 DGCR5 DNAH7 DUS4L DUSP5 DVL3 ENOSF1 EOLA2-DT EPB41 FSHB FUT5 FUT7 GAB1 GATA6 GATC GFUS GLA GNAO1 GPR35 GPRIN2 GRIK2 H2BC12 HHLA1 HMGA1 ID4 IGF1R IL12B IL1RN IL3RA IL4 INPP1 IQCK IRF5 ISL1 ITGAX JAG1 JAK1 JMJD1C KCNH2 KCNQ1 KIF3C KIF5A KRT2 KRT4 LAMB3 LAMP1 LBX1 LCAT LDB3 LEP LPAR2 LYRM9 MAPK8 MAPKAPK5 MEF2C MFAP2 MISP MKLN1 MKNK2 MMRN1 MOK MPHOSPH10 MSC MT1B MT1G MUC2 MYBPC2 MYL4 MYOZ2 NAGPA NCALD NCAPD3 NFKB1 NMT2 NOVA2 NPR1 NUDT3 NUP188 NUP214 NUP58 PABPC1 PAX1 PGLYRP1 PIAS1 PLEKHA6 PLK1 PLLP PLPP3 PLRG1 PMM1 POLDIP3 POLR3C PON1 POU2AF1 PPBPP2 PPP1R2C PRKN PRLR PSMD7 PTPN1 PTPN21 PTPN4 PXDC1 RBBP8 RBP3 REL RNFT2 RORA RPGRIP1 RPL23AP53 RPS6KA1 RRAGB RUBCN S100B SHC1 SKAP1 SLC7A1 SMG5 SND1-IT1 SOX15 SPAG6 SPINK1 SPRR2D SST SULT1B1 SVIL SYN2 SYN3 TACR2 TAF1 TAX1BP1 TBC1D2B TCF25 TH TLN2 TNFAIP6 TNFRSF4 TP53BP2 TRAF5 TRIAP1 TRIM10 TRIM66 TXNRD1 UBN1 VAC14 VAMP1 VHL VPS52 WIPF1 ZC3H4 ZCCHC14 ZG16 ZNF674 ZPR1P1 GSE360_L_MAJOR_VS_T_GONDII_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_L_MAJOR_VS_T_GONDII_DC_DN AATK ABL1 ACKR3 ADRB2 AJAP1 AKT2 AMOT ANO3 AQP2 ASIC2 B4GALNT1 B4GALT6 BAG5 BICD1 BRINP3 BRME1 BRS3 C6orf47 C7 CACNA1C CACNA1D CCDC9 CCIN CCK CCL16 CCNT1 CCT6B CERNA1 CHGA CHRNA5 CLEC3B COL21A1 COL4A4 COL4A5 COL8A1 CPE CPNE1 CRYM CYP11B1 DGCR2 DHH DIRAS3 DIXDC1 DNAJB5 DRD1 DUXAP10 EFCAB11 EIF3J ERAP1 ERC1 FAM131B FANCI FLNC FNTB FRMPD4 GABRB3 GCLC GDF11 GFI1 GJB3 GPR182 H1-3 H1-4 HABP4 HARS1 HBBP1 HFE HOXA10 HOXA9 HP HSPB3 HYAL2 IFNA16 IL18R1 IL1A IL5 INA INPP5A INPP5B INTS9 ITPKB IVL KANK3 KCTD2 KDM4B KLHDC3 KLHL35 KRT19 LDOC1 LILRA4 LPAR4 LRRC23 LUM MACIR MAP3K13 MATN2 MDN1 ME3 MERTK MLF2 MMP11 MMP20 MRPL28 MTCL1 MYH11 MYRF NDUFB6 NOVA2 NPR3 NPRL3 NTRK1 OFD1 OLFM1 OLFML2A ORC5 OSMR OTUD3 PAH PCGF3 PDE6B PDIA4 PEX2 PGM5 PHTF1 PKP4 POLA2 POU6F1 PPBP PPEF1 PPM1E PRIM2 PRLR PUM3 RAD50 RAE1 RALGAPB RAPGEF4 RASGRP2 RBBP7 RCVRN REG1B RFXAP RPE RRAGB RUVBL1 RYR3 S1PR1 SAPCD1 SCAPER SDHA SEC23B SGCE SLC12A5 SLC25A24 SLC27A2 SLC9A7 SMG1 SND1 SNRNP35 SNRPD1 SOX15 SPECC1L SPIB SPRY1 ST3GAL1 STK16 STXBP5L TAF13 TAF1B TBP TBR1 TCAF1 TGFB3 TGM3 THBS2 TMCC2 TMEM109 TPD52 TRAPPC3 TSHB TTC28 TTC39A TXLNA TYRO3 UBN1 UCP3 UPK3A USP22 UTP20 VNN1 WWP2 WWTR1 YTHDC2 ZBED4 ZKSCAN4 ZNF160 ZNF81 ZSCAN9 GSE360_L_MAJOR_VS_T_GONDII_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_L_MAJOR_VS_T_GONDII_DC_UP AADAC ABCB4 ACRV1 ADAM18 ADCY8 ADIPOQ ALPL AMPD1 ANKRD28 ANXA9 AP1S1 APOBEC2 APOC2 APOD APOF ASIC1 ASTN1 ATRNL1 B3GAT2 B4GALT5 BMP8A C2orf27A C8A C8G CA9 CACNA1B CACNA1E CACNG1 CACNG3 CASR CD101 CD164 CDC42EP1 CDC5L CDHR1 CES2 CFP CIR1 CLDN14 CLIP3 COX6B1 CPA3 CRTAM CTNNA2 CTNNAL1 DBF4 DKK1 DNAH3 DRP2 DSC1 DUSP5 EFS EMX1 ENTPD5 EOLA1-DT EPHX2 EPN2 ERLIN2 ETV4 EXOSC9 EYA2 FAM205BP FBXL2 FCAR FCN1 FKBP8 FOXG1 FOXI1 FOXO4 G6PC1 GABRA6 GABRR2 GARS1 GBX1 GFAP GJC1 GLRB GNRH1 GPM6B GPR45 GRAMD1B GRIA3 GRM8 GSTZ1 GUCY2D H2AC12 H2AC13 H3C10 HAAO HOXA2 HPGDS INHA IPO13 ITGAD KCNB1 KCNG1 KCNJ9 KIF5A KISS1 KLK11 KMT2D KRT15 KRT8 KTN1 LEFTY2 LGALS2 LOXL2 MACROH2A1 MADCAM1 MAFK MAPK12 MCAM MCAT MEIS2 MMRN1 MN1 MSTN MXRA5 MYH8 MYL11 MYLK NACAD NLGN4Y NOTCH3 NRF1 NT5E OPRD1 OR1E1 OVOL2 OXT PDE9A PIP PLG PNISR PPP1R2C PPY PTCRA PTPN2 RAD54L2 RBFA REG3A RHAG RLN2 RNASE2CP RORC RPL39L RRAD RRH RRP15 SCG2 SDC2 SERPINA6 SERPINI1 SF3B3 SH3PXD2A SLC1A5 SLC29A2 SLITRK5 SMAP1 SMR3B SORBS2 SOX1 SPAG6 SPAM1 SPDEF SPON1 SPP2 SPTLC2 SSX5 SULT2A1 SYDE1 SYT2 TBC1D12 TCF7L2 TLR5 TM4SF4 TMEM262 TMSB10 TNFSF12 TNNT2 TNPO2 TPM4 TRAT1 TRIB1 TULP2 UBE2H UBL3 USP6 VIPR1 VWA8 WASHC4 XYLB YLPM1 ZKSCAN1 ZNF135 ZNF165 ZNF507 ZNF749 GSE360_L_MAJOR_VS_T_GONDII_MAC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_L_MAJOR_VS_T_GONDII_MAC_DN ABL1 ACP1 ADGRF5 ADSS2 ALG3 ALX1 AMHR2 APEX1 APOBEC3C APRT ARFGAP2 ARFIP2 ARHGEF16 ARR3 ASMTL ATP5F1D ATP5MC1 ATXN3 BAG5 BMP1 BRD3 BYSL CCNB1 CCNE2 CEACAM7 CHAF1A CIAPIN1 CILK1 CLASP1 CLASRP CNPPD1 COLEC10 COQ2 CPNE1 CRYAA CTNNB1 CYC1 CYFIP2 CZIB DGAT1 DHCR7 DKC1 DLEC1 DLG2 DNPH1 DOK5 DRG1 ECI1 EEF1AKMT3 EFNB3 EGR3 EGR4 EI24 EIF3B EPRS1 ERI3 EXOSC7 F5 FADS2 FAM131A FAM13A FAM8A1 FLAD1 FLRT1 FOS FUT1 GABBR2 GAST GLIPR1 GPR15 GPR183 GRIN1 GZMM H2AZ1 H4C2 HARS1 HDDC2 HLX HMCES HMGA1 HNRNPR HOMER1 HRAS HS2ST1 HSF2 IDH2 IDH3B IGF2BP3 IGFBP4 IGHM ILF3 IMP4 IMPA2 IMPDH2 INPP4B INPP5A IQSEC2 ITPA KALRN KBTBD11 KIAA0513 KIFC1 LAS1L LPAR2 LRRFIP1 LSM4 MAGEA4 MCM2 MCM6 MCM7 MDN1 MED13L MEP1B METAP1 MFN2 MGAT1 MGRN1 MRPL12 MSH2 MSH6 MUC6 MYO16 NBL1 NCL NCOR2 NDUFB8 NDUFS6 NFRKB NOLC1 NR2C1 NREP OAT OVOL3 PADI2 PAICS PARP3 PATZ1 PBX2 PCDHB11 PCNA PDE4A PIAS4 PIEZO1 PIN1 PLK4 PLS3 PMPCB PMS1 POLR3C POM121 PRDX2 PRMT3 PSMA7 PSPH PTPRCAP PYGM RAE1 RAMP2 RASSF1 RCN2 RFC4 RNF126 RPA2 RRAS2 RUSC1 RUVBL1 SDHB SERPINH1 SF3A2 SF3B3 SGTA SH2B1 SH3YL1 SHMT1 SLBP SLC2A1 SLC43A1 SLC46A3 SPINK4 SRM SRRM1 SRSF5 SSTR4 STS TARBP2 TCF3 TECPR2 TFAP4 TRAPPC12 TRRAP TSPYL5 TYMS UPF1 XCL1 YES1 ZBED4 ZFC3H1 ZNF124 ZNF629 GSE360_L_MAJOR_VS_T_GONDII_MAC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_L_MAJOR_VS_T_GONDII_MAC_UP ABCA4 ACADS ACP2 ACSM1 ACTG2 ACTN1 ADAM22 AFM AHNAK AKR1A1 AKR1B1 ALG13 AMOTL2 ANXA5 AQP3 AQP8 ARHGEF2 ART1 ATAD2B ATG4A BAAT BBS4 BMP10 C1orf105 CA6 CALCA CAMTA1 CCDC22 CCL20 CCN2 CCNT2 CCR7 CCT6B CD163 CD44 CDH11 CEP152 CHD1L CHPF CIB2 CKB CLDN3 CLK3 CNR1 CRHR1 CRK CSDC2 CSF2 CSN2 CTNND1 CXCL8 CYB5R3 CYBA CYP7A1 CYTH2 DICER1 DIPK1A DLST DMC1 DNAH7 DRG2 DRP2 DTX2 EDC4 ENOX2 ERC1 FABP3 FAS FBXO7 FCN3 FETUB FGF3 FGF7 FLOT2 FOXD1 FOXG1 FSCN2 GABRB1 GALK2 GFRA1 GIPR GNLY GPR4 GTPBP10 H2BC7 HCK HOXD3 HOXD9 IBTK IL12B IL15 IL18 IL1B KCNA4 KCNE1 KCNMA1 KIAA0087 LAMB3 LBX1 LCP2 LDB3 LEP LIMK2 LITAF LYRM9 LZTR1 MEP1A MISP MMRN1 MOK MPHOSPH8 MS4A1 MSC MSTN MTMR9 MYOZ2 NBR1 NFKB2 NPR1 OAZ2 OIP5 OMD OPTN PARP2 PCOLCE PDE1A PDPN PEX5 PIGO PIP PLA2G2A PLA2G7 PLAUR PLN PNLIPRP2 PON1 POU2AF1 PPBPP2 PPP1R13B PPP2R2B PRR4 PSMD9 PTGES PTGFR PTGS2 PTPN1 PTPN4 PWAR5 RASSF8 REG1CP RELB RFPL3S RHOA RNF144A RPGRIP1 RRN3 RTCA RXRG S100B SAMD4A SCN1B SEC31B SH2D2A SH3BP1 SLC17A7 SLC18A2 SLC25A26 SLC31A2 SOD2 SORCS3 SOX15 STAT4 STOM STX1A SUN1 SYN2 TFF2 THOC2 TKTL1 TLK2 TLN2 TLR1 TMCO1 TNFAIP2 TNFAIP6 TNIP1 TNK1 TRAT1 TRIAP1 TXNRD1 UPP1 WDR7 YIPF4 ZBTB43 ZIC3 ZNF211 ZNF273 GSE360_T_GONDII_VS_B_MALAYI_HIGH_DOSE_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_T_GONDII_VS_B_MALAYI_HIGH_DOSE_DC_DN ABCA6 ABCB4 ABCG1 ACTR3 ADAM12 ADCY7 ADD1 ADORA3 AHCY AIFM1 ALDH3A2 ALOX5 AMPD1 AP1S2 APOC1 ARHGAP26 ARHGEF18 ASIC1 ASTN1 ATXN1 BAP1 BEX4 BRPF1 C18orf25 CACNA1E CAMK1 CASR CAST CD164 CD1A CD1B CD1E CDHR1 CDK5 CDR2 CES2 CHMP2B CHN2 CLEC2B CLIP2 CNOT8 CORO2A CPVL CRABP2 CSNK1G2 CTNNAL1 DAPK1 DGKZ DNASE2 DOK2 DUSP11 DUSP3 EGR2 ELL EMILIN1 EPHX2 EPN2 ERF ERP29 ETV5 EVI5 EXOSC9 F13A1 FBXL5 FKBP8 FOLR2 GARS1 GATD3 GGA3 GPC1 GPR45 HABP2 HBBP1 HCCS HERPUD1 HEXA HEXB HFE HHEX HLA-E HR IDH1 IFFO1 IFT20 IGHA1 IL33 INPP5D IQCE ITPK1 ITPR2 KCNB1 KCNS3 KCTD12 KIAA0232 KMT2D LAIR2 LAMA4 LILRA2 LINC01587 LMO2 LOXL2 LPCAT4 LPIN1 LRP1 LYL1 MACROH2A1 MAF MAFK MAPK12 MAPK14 MAU2 MBTPS1 METTL7A MGST2 MKRN1 MPO MSR1 MYH9 NDUFS3 NIPAL3 NPAS3 NPTN NRGN ODF2 OSBPL1A OVOL2 P2RY14 PALM PDIA4 PECAM1 PEG10 PINK1 PIP4K2B PLA2G15 PLCG2 PNISR PNPLA6 PPP1R13B PPP6R2 PRCP PRKACB PRNP PRPSAP2 QPRT RAB11FIP2 RAB5C RCBTB2 RGS19 RIN2 RLN2 RNASE6 RNF44 RNF6 RRP1B RUNDC3B RXRA S100A4 SCG2 SCGB1D2 SDC2 SEMA3A SERINC5 SERTAD2 SHB SLC1A5 SLC25A12 SLC29A2 SMAGP SPOCK1 SPON1 ST3GAL5 STAC STX10 STX16 SYNE1 TBL2 TES TGFA TGOLN2 TKT TLR5 TM4SF4 TMEM59 TPM1 TRAPPC12 TRAPPC3 TUSC2 TXNIP USP22 USP6 VCL WDR1 XRCC1 YWHAB ZBTB1 ZCCHC24 ZMIZ1 ZMIZ2 ZNF124 ZNF507 GSE360_T_GONDII_VS_B_MALAYI_HIGH_DOSE_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_T_GONDII_VS_B_MALAYI_HIGH_DOSE_DC_UP ABTB2 ACKR3 ACTG2 ADAM11 AFF2 AK4 ALOX15B ANP32E APC ARID1A ASIC2 ASIP ATF5 B4GALNT1 BAAT BASP1 BCL2A1 BNIP3 BTG1 BTG3 CAD CADM1 CAMK2A CAMK2B CAV3 CBARP CCL17 CCN1 CCR7 CD200 CD83 CDH15 CDH6 CDK9 CECR7 CEP170B CETN1 CFLAR CHST2 CNGA1 COL4A5 COL6A3 COL9A2 COL9A3 CPNE1 CXCL9 CXCR4 CYB5A CYRIA DGKB DIPK1A DIXDC1 DNAJB6 DNASE1L3 DUSP1 DUSP4 DUSP5 DVL1 DYNLT1 E2F1 EEIG1 EIF2AK1 EIF3J ENO1 ENO2 ERAL1 FAM131B FASLG FERMT2 FGF18 GADD45B GBP1 GCDH GCH1 GFI1 GLDC GP1BA GUCY1B1 GYS1 H6PD HGF HTRA2 ID4 IDUA IFI35 IFIT3 IFITM3 IGFBP3 IGFBP7 IGKC IL15 IL15RA IL1A IL5 IL7R IMPA1 ISG20 ITSN1 KDM2A KLF7 KMT2A KRT16 KRTAP26-1 LAMP3 LRRC23 LTBP2 LY75 MAGEA10 MAGI2 MATN1 MGLL MRPL28 MS4A3 MT1A MYL6 MYRF N4BP2L1 NCR2 NDUFA7 NFKB1 NFKB2 NFKBIA NKTR NPAS2 NPHS1 NR4A3 NRP2 OR2B6 ORC2 PAWR PAX2 PDZK1 PGAP4 PHACTR1 PIK3R3 PLCL1 PLK2 PMP22 PNRC1 POLA2 POU6F1 PPEF1 PRPF3 PSMA6 PSME2 PTPRT RALGAPB RAPGEF2 RAPGEF4 REEP2 REL RELB RFTN1 RGS1 RHCE RSAD2 SAT1 SERPING1 SFTPC SGCB SIKE1 SLC12A2 SLC1A2 SNAP25 SNX29 SOCS3 SOD2 SSTR5 SSUH2 STAT4 STT3A STX11 SYCP1 SYN1 SYT1 TAGLN2 TAP1 TIAM1 TIE1 TNFAIP2 TNFAIP3 TOP2A TPI1 TRADD TRAF1 TRAF5 TRIM31 TRIM9 TSC22D3 TUBB4A TUSC3 TXN VRK2 WT1-AS WTAP ZHX2 ZNF75D ZSCAN9 GSE360_T_GONDII_VS_B_MALAYI_HIGH_DOSE_MAC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_T_GONDII_VS_B_MALAYI_HIGH_DOSE_MAC_DN AASS ABCA2 ADA AIF1 AKR1A1 ALDH3B1 AMHR2 AOAH ARAF ARF3 ARR3 ATG4A ATP9B B3GALT4 BABAM2 BAHD1 BANF1 BLVRA BST1 CCDC22 CCL5 CCN2 CCT6B CD33 CD4 CD72 CD9 CDC14B CEACAM7 CFB CFD CHI3L2 CHMP2A CLK3 CLTA CLTB CNOT3 CNR1 COX7A2L CRHR1 CROT CYB5R1 CYBA CYFIP1 CYP27A1 CYP51A1 DAP DLEC1 DNAJC11 DOCK2 DOK1 DTX2 EHD1 EIF2B4 ENTPD1 ENTPD6 ERC1 ETV5 F13A1 F2R FCGBP FCHSD2 FCN1 FKBP2 FLOT2 FSCN1 FZD2 GALK2 GAS6 GAS7 GDF15 GNB1 GPT H2BC10 HDAC5 HELZ HEXA HLA-DMB HLA-DPB1 HLA-DRB4 HLA-DRB6 HOXB2 HTR1E IFFO1 IFITM1 IL18 INPP4B INPP5B INTS1 IQSEC2 IRF1 IRF7 IST1 KCNAB2 KCNB2 KCNJ9 KRT85 LDLRAD4 LGALS3BP LILRA2 LRRC37A2 LTA4H LY86 MED14 MED8 MLX MUC6 MYCL MYO1F NAGA NBR1 NCF4 NDRG2 NDUFAF1 NDUFS3 NDUFS7 NEU1 NFKBIE NISCH NTNG1 NUP133 OAZ2 OVOL3 PARP2 PARP3 PBX2 PCYT2 PDIA4 PHF20 PIGO PIP PLA2G2A PLEKHB2 PLEKHM2 PPM1H PRCP PRKCD PSEN2 PSMB5 PSMD4 PSMD9 PTAFR PTGIR PTK2B PTPA PTPRCAP PYGM RAB40B RAE1 RASSF2 RASSF8 RELN REM1 RGL1 RHBDD3 RHOA RRN3P1 S100B S100P SCN1B SCN9A SELENOP SH3BP1 SIPA1 SKAP2 SLC13A2 SLC1A4 SMARCD3 SND1 SNX29 SPHK2 SREBF2 STAB1 STXBP2 TAP1 TLR1 TMEM184B TMEM268 TNF TNFAIP2 TNFAIP6 TNFRSF14 TNFSF14 TPD52L2 TRAF3 TSPAN31 TSPAN4 TTC39A UBA7 UGT8 VAMP2 VAMP5 VASH1 VSIG4 WDR7 ZNF185 ZNF415 ZNF45 ZNF652 GSE360_T_GONDII_VS_B_MALAYI_HIGH_DOSE_MAC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_T_GONDII_VS_B_MALAYI_HIGH_DOSE_MAC_UP ABCC6 ACE ACOT7 ADAM8 ADSS2 ALDH1A2 ALDH1B1 ANK1 ANPEP ANXA1 AQP9 ARFIP2 ASMTL ASTN1 ATP1B3 ATP2A2 ATXN3 AVL9 B4GALT2 BAAT BCAS2 BMERB1 BMP6 BTG1 BYSL CCN1 CCR7 CD1C CD83 CDKL1 CDKN1C CFAP410 CH25H CLOCK CPA1 CRIP1 CTNNB1 CXCL11 CXCL8 CYB561 CYC1 DHFRP3 DNAH7 DPY19L1 DUSP4 EEF1B2 EGR3 EIF3B FAM131A FAM153A FOSL2 GAB1 GADD45A GAL GALT GLIPR1 GLUL GNA11 GOLGA8A GPR183 GPX7 GSK3B GUCA1B H2AZ2 H4C2 HEG1 HLX HMG20B HOMER1 HRAS HSF2 HSPD1 ICMT ID3 IDH2 IER2 IGFBP7 IL1R2 IL7R IMPA2 IMPDH2 ITGB3BP KALRN KBTBD11 KDM2A KHDRBS3 KLF4 LAMP3 LAPTM4B LPAR2 MAGEB2 MAP3K14 MARCKSL1 MBD3 MCM2 MCM5 MCM7 MED13L MEN1 MIF MISP MMP1 MPHOSPH8 MSH2 MSH6 MT1B MT1G MT1X MT2A MZF1 NCKAP1 NDUFB6 NFATC2IP NFKB1 NUP58 ORC4 P4HA2 PCLAF PDE4B PDK1 PDPK1 PDPN PFDN1 PFKFB1 PFKP PGM1 PIK3R3 PLA2R1 PLOD2 PLP2 PLS3 PNP POLR2H POLR3C PPBPP2 PPFIA3 PPM1B PRELP PSMC3IP PTGER2 PTGER3 PTMS RASSF1 RCAN1 RCN2 REL RGS16 RNASE4 RNF126 RPS6KA5 RRAS2 RUSC1 RUVBL2 S100A10 SATB1 SDCBP SDS SERPINH1 SIVA1 SLC12A4 SLC25A1 SLC26A10P SLC28A2 SLC2A3 SLC35D1 SLC39A14 SLC43A1 SLC5A3 SNRPA SOCS1 SPINT3 SPR SRGN SRM SSRP1 SYN2 TCERG1 TELO2 TFAP4 TGFBI TIMP3 TLX1 TM9SF1 TNFRSF9 TOMM34 TPD52 TPM4 TRIM28 TRIP6 TUBB7P TYMS UBE2N UCK2 VCAN XCL2 ZAP70 ZNF292 ZNF593 ZZEF1 GSE360_T_GONDII_VS_B_MALAYI_LOW_DOSE_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_T_GONDII_VS_B_MALAYI_LOW_DOSE_DC_DN ABCA6 ABCG1 ACTR3 ADAM12 ADCY7 ADD1 ADH5 ADORA3 AGPAT1 AHCY AIFM1 ALDH3A2 ALOX15 ALOX5 APOC1 APOC2 ARHGAP26 ATP5PD ATP5PO ATXN1 ATXN3 BAG5 BAP1 BICD2 BRPF1 BTN3A1 C3AR1 C6 CA4 CACNA1S CAMK1 CAP1 CASR CBS CCL21 CD1A CD1B CD1E CD52 CDH6 CHEK2 CHN2 CIR1 CLEC3B CLIP2 CORO2A CPVL CTNNA2 CTNNAL1 CTSK CXCL12 DCAF4 DIAPH1 DIS3 DNASE2 DOCK2 DOK2 DXO ERF ERP29 ESYT1 ETV5 EVI5 F13A1 FBXL5 FCER1A FGL2 FKBP1A FKBP8 FOLR2 FOS FRY FUCA1 GATD3 GFRA2 GGA2 GPX3 GRIA3 HABP2 HEXA HFE HGD HHEX HLA-E HOXB13 HR HSPA8 HTT IBSP IDH1 INTS10 IQCE ITGB1BP1 ITPR2 KCTD12 KDM5D KLHDC3 KRT15 KRT8 KTN1 LAIR2 LAMB2 LILRA2 LINC01587 LPCAT4 LPIN1 LRP1 LRRTM2 LTA4H LY86 LYL1 MACROH2A1 MAF MAPK14 MCAT MDM2 METTL7A MGST2 MID2 MKRN1 MMP25 MNDA MRC1 MXRA5 N4BP2L2-IT2 NDUFS3 NDUFV2 NPRL2 NPTN NRG1 NRGN NXPH3 OSBPL1A OVOL2 P2RX1 P2RY14 PAX5 PDZK1IP1 PECAM1 PINK1 PIP4K2B PKN1 PLA2G15 PLCG2 PLG PNISR PNPLA6 POLR2G POR PRCP PRKACB QPRT RCBTB2 RGS19 RIN2 RNASE6 RNF6 RNH1 RRH RUNDC3B S100A4 SAMM50 SCGB1D2 SLC1A5 SLC6A3 SLITRK5 SNX13 SORL1 SPON1 ST3GAL5 STAB1 STAC STK38 STX10 STX16 SULT1A1 SYNE1 TGFA TGFBR2 TKT TLR5 TNFSF12 TPM1 TRAPPC3 TUSC2 TXNIP UBL3 USP6 VAMP8 VASH1 VCL WDR1 WIPF2 XRCC1 ZCCHC24 ZMIZ2 ZNF507 ZNF592 ZNF81 GSE360_T_GONDII_VS_B_MALAYI_LOW_DOSE_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_T_GONDII_VS_B_MALAYI_LOW_DOSE_DC_UP ACKR3 ACTC1 ADARB1 AHSG AIM2 AK4 ALOX15B ANP32E APBA3 ARC ARHGEF5 ARL4A ATP5MC2 ATRX BAAT BASP1 BCL2A1 BCL9 BNIP3 BNIP3L BTG1 BTG3 CACNA1D CAD CCIN CCR7 CD200 CD83 CDK9 CDKN1B CELF2 CEP135 CETN1 CFH CFLAR CHD3 CHST2 CLK1 CNKSR2 CNN3 COL9A2 CSTF2 CTSB CXCL9 CXCR4 CYB5A CYP27B1 CYP2D6 DCX DDIT4 DEFB1 DEPP1 DHFR DSG1 DUSP1 DUSP4 DUSP5 DYRK3 E2F5 EFCAB11 EIF1AX EML2 ETV6 EZH2 FADS3 FAIM2 FAM131B FANCI GBE1 GBP1 GCH1 GFI1 GLDC GLRA3 GNG7 GPR183 GYS1 H2BC5 HBBP1 HGF HLX HNRNPF IFI35 IFI44L IFI6 IFIT3 IFITM3 IL7R INPP5A INSM1 ISG20 ITGB8 KDM2A KDM4B KDM6A KLHL23 KRT16 KRTAP26-1 LIPF LTK LY75 MAG MAGEA10 MAGEA11 MAGEC1 MATN2 MGLL MMP16 MRPL28 MS4A3 MT1A N4BP2L1 NCR2 NCR3 NEK7 NFKB1 NFKB2 NFKBIA NPIPB15 NR4A3 NRP2 NUS1P3 OBSL1 OCM2 ORC2 PASK PCMTD2 PDE4B PDE6H PIK3R3 PLCH2 PMP22 PNRC1 POLA2 POLR1F PPP1R16B PROZ PSMA6 PSME2 PTPRK PWP1 RAB32 RAPGEF2 RARRES1 RCC1 REEP2 RFTN1 RGS1 RHCE RIPOR2 RND3 RRAGB RSAD2 RUVBL1 S100A7 SAMD4A SAT1 SFRP4 SIAH1 SIKE1 SLC12A5 SLC1A2 SOD2 SPP1 SRGAP3 SSUH2 ST3GAL1 STAR STT3A SYCP1 SYN1 TAF12 TAGLN2 TAP1 TAP2 TEC TESK2 THSD7A THUMPD1 TNFAIP3 TNIP1 TRADD TRAF1 TRIM25 TRIM9 TRIP10 TSPYL2 TUBB2A TUSC3 TXN WTAP ZHX2 ZNF518A ZNF75D ZPR1 ZRSR2P1 ZSCAN9 GSE360_T_GONDII_VS_B_MALAYI_LOW_DOSE_MAC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_T_GONDII_VS_B_MALAYI_LOW_DOSE_MAC_DN AASS ACOX1 ACVR1 ADA ALDH3B1 AMHR2 APBB3 AQP8 ARF3 ARHGAP45 ARHGEF2 ARR3 ARSB ASF1A ATG9A ATOX1 ATP6V1H BAG5 BBS4 BCL2L1 BLTP1 C15orf39 CA5B CAPN7 CD33 CD4 CD7 CD9 CD99 CDK16 CEACAM7 CHAF1A CLTB CR2 CTDSP2 CYB5R1 CYBA DAP DCHS1 DEGS1 DENND5A DLEC1 DOCK1 EDA EDC4 EIF2B4 ENTPD6 ERBB2 ERCC1 FAM50B FBXO7 FCGBP FKBP2 FLII FLOT2 FZD2 GABARAPL2 GAK GAS6 GAS7 GPAA1 GPR107 GPS2 GRB2 GTF2H3 GTF3C2 HDDC2 HELZ HINFP HIRA HPCAL1 HSPA5 HSPA9 HTR1E IDH1 INPP4B IQSEC2 IRF7 ITPA ITPK1 KIAA0232 KRT85 L1CAM LAMB3 LARP4B LGMN LIFR LRP10 LTA4H LY6E LY86 MDK MEOX1 MGLL MTMR1 MUC6 MYO1E MYO1F NAGLU NAP1L4 NDUFB7 NDUFS3 NDUFS6 NR1H3 NRG1 NRTN NUDT21 NUP133 OR7A5 OVOL3 OXA1L P2RX4 PADI2 PBX2 PCYT2 PDCD11 PDE1A PDIA4 PHF20 PHYH PIN1 PIP4K2A PLEKHM2 PMF1 POLG POLR2J POU6F2 PPM1B PPP1R3D PRKCD PROS1 PSMD9 PTGIR PTK2B PTPA PTPN4 PTPRE PYGM RABGGTA RAC2 RAE1 RCBTB2 REM1 RERE RHOA RNF103 RNF113A RNH1 RTCA SAMD4A SCN9A SDHB SELENOP SERPINB13 SH2B1 SH3BP1 SKAP2 SLC1A6 SLC31A2 SLC5A4 SLK SMARCD3 SMYD5 SPEN SPINK4 SPN SREBF2 SRSF10 STK10 STXBP2 SUN1 SUSD6 TAF12 TBC1D9 TBCB TBCD TCF25 TESK1 TMEM184B TMEM268 TMEM63A TNFAIP2 TNFRSF14 TP53 TPST2 TRAPPC3 TUBA1A UBE3C UBN1 UTRN VAMP5 VASH1 VPS45 VTI1B ZMIZ1 ZNF202 ZNF629 ZNHIT1 ZW10 GSE360_T_GONDII_VS_B_MALAYI_LOW_DOSE_MAC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_T_GONDII_VS_B_MALAYI_LOW_DOSE_MAC_UP ACADVL ADAM8 ADCY1 AHCYL1 AKAP13 ALDH1B1 ALDOB ALG3 ARAF ATAD2B ATIC ATP1B2 ATP2A2 ATP5MC3 ATP5ME ATXN3 AURKB BAAT BANF1 BICDL1 BMERB1 BMS1 BRAF BRD3 BRWD1 CACNG3 CALCOCO1 CALM3 CCDC85B CCL7 CCP110 CCT4 CD163 CDKN2C CHAF1B CHD4 CHML CLOCK CNOT9 CORO2B COX6B1 CPM CPT1A CSRP3 CTAG2 CTDNEP1 CTNNB1 CYC1 DDT DLG4 DNAJC13 EEF1B2 EGF EHBP1 EHD1 ELF3 EML3 ENG ESPL1 ESRRA FAM13A FBN2 FCGR3A FKBP9 FLNB FLT1 FMNL1 FOLR1 FOSL2 GADD45B GADD45G GAL GBP2 GLA GLIPR1 GNA11 GP1BB GTF2E1 H6PD HMGCS2 HS2ST1 HSPA8 ID3 IDH2 IDUA IFIT1 IGFBP5 IL2 IMPDH2 ITGA1 KCNA3 KCNB2 KDR LCP1 LIG3 LPAR2 LSM4 MACIR MAGEB2 MAGI2 MAN1A1 MAP4K5 MBD3 MCM2 MEN1 MISP MORF4L2 MPHOSPH8 MTF1 MYCL MYH6 NAA10 NCOA1 NDUFB6 NDUFB8 NELFE ODC1 ORC4 PC PCBP2 PCDHB17P PCGF1 PCM1 PCSK1 PDE10A PDXK PFKFB1 PFKM PGGT1B PIK3R3 PKIA PLAU PLK2 PLRG1 PLS3 PMPCA PMPCB POLR3C PPBPP2 PRMT1 PRMT3 PTN PTPN9 PURA RAB33A RASSF1 RBM12 REL REPS1 RGS16 RHOBTB3 RNF19B RNGTT RPL34 RPP38 RPS6KA5 RWDD2A SDC2 SERPINH1 SIK1 SLA SLBP SLC25A1 SLC46A3 SLC5A6 SLC6A8 SMAD1 SMARCB1 SNRPA SNRPD2 SP3 SRGN SRM SRP14 SRRD STEAP1 SUGP1 SYK TENT4A THBS2 THRA TNFRSF9 TOMM34 TSPAN31 U2SURP UBE2L3 UBTF UBXN7 UNC93A USPL1 VAMP2 WASF1 XYLT1 ZBTB25 ZFP36L2 ZNF593 GSE360_T_GONDII_VS_M_TUBERCULOSIS_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_T_GONDII_VS_M_TUBERCULOSIS_DC_DN ACRV1 ACSL1 ACTR3 ADAM18 ADGRE5 ADH5 ADIPOQ AKT2 ALDH3B1 ALOX5 ALOX5AP ALPI ANG ANXA9 AOPEP APC APOL1 AQP7 ARHGAP26 ASCL2 ATF3 ATF5 ATP1A3 ATP2C1 AVP B4GALT5 BBS9 BCL2A1 BRPF1 BRS3 BRSK2 BST2 BTN3A1 C1QB C3AR1 CACNG3 CAP1 CASP1 CASR CCL2 CCL4 CCL7 CD14 CD163 CD38 CD6 CDHR1 CEP170B CIR1 CKAP4 CLCNKA CLEC2B CMA1 CXCL9 CYP1B1 CYP7A1 DHH DKK1 DUSP6 DYNLT1 EFNB2 EMP1 ENPP2 EPHX2 ERLIN2 ETV5 F3 FABP4 FCAR FCER1G FCGR1A FCGR3A FKBP1A FOS FOXI1 GABRR2 GBP1 GBX2 GCH1 GFAP GJC1 GLRX GLUL GPC4 GPR137B GSTZ1 GTF2B GUCA1B HCG9 HFE HOXB13 HR HSPA1A HSPA5 HSPA8 IFI35 IFIT3 IGHA1 IL7R ISG20 KCNB1 KCNJ15 KCNJ4 KCTD12 KIF5A LAIR2 LAMA4 LCAT LGALS3BP LGALS9 LHFPL2 LILRB2 LINC01565 LIPA LPAR1 LPIN1 LYN MAFK MANF MAPK6 MICB MMP8 MNDA MYD88 MYL12A MYO1B N4BP2L2-IT2 NCKAP1L NDUFA9 NDUFV2 NEDD8 NPAS3 NSDHL OVOL2 PARD6B PFKFB4 PIR PNISR PPBP PPP1R2C PRDX1 PSMA5 PSMA6 PSMB8 PSMB9 PSME2 PTPN2 QRICH1 RAB5C RAD54L2 RBM17 RIBC2 RNF6 RRH RSC1A1 S100A8 SARDH SCARB2 SCGB1D2 SDC2 SERPING1 SLC35B1 SLC6A3 SMURF2 SP100 SPTA1 SSR2 ST3GAL5 STAC STK38L TACR1 TALDO1 TAP1 TGFA TGM3 TIMP3 TNFAIP2 TNFSF12 TRIM10 TRIM14 TRIM21 TSC22D3 TUB TXNIP UBA7 UBE2L6 UGDH USP6 VAMP5 VILL VNN1 VWA8 XRCC1 YKT6 YLPM1 ZKSCAN1 ZMIZ2 ZNF135 ZNF165 GSE360_T_GONDII_VS_M_TUBERCULOSIS_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_T_GONDII_VS_M_TUBERCULOSIS_DC_UP AARS1 ABCD2 ABCG1 ADAM11 ADCY3 ADD3 ADNP AHCY AHSG AK1 ALDH2 ALDH3A2 ALDH5A1 ALOX15 ALOX15B ALX1 AMFR AMOT AMT ARHGEF18 ASCC3 ASGR1 ASNS ATP5MC2 AUH B3GNT3 BAAT BDH1 C2CD2 CAMK2A CAMK2B CBS CBX7 CCDC9 CD200 CDC5L CDK9 CEBPG CELF2 CERNA1 CHAF1B CHD3 CHD4 CLNS1A CLPX CNGA1 COL4A5 COL9A2 COL9A3 COLQ COQ9 COX7C CPNE1 CRADD CREBZF CRH CRYM CSNK1E CX3CL1 CXCR4 DAG1 DNASE1L3 EIF1AX EIF3J EXD2 EXOSC2 FARP1 FNTB FOLH1 FOXN3 GARS1 GFI1 GFUS GGA3 GHRHR GLRA3 GUCY1B1 H6PD HARS1 HBBP1 HBE1 HDAC5 HDC HEBP2 HERPUD1 HLX HMGCS2 HOMER2 ICAM3 IGFBP5 IL1A IP6K1 KAT7 KCNB2 KCNQ1 KIFC1 KRT10 KRT16 KTN1 LGALS2 LPCAT1 LY75 MAGEA10 MAN1C1 MARS1 MATN2 MDM2 MLF2 MRPL49 MS4A3 MTSS1 MXRA7 MYOM2 NACA NBAS NCR2 NFIC NFIL3 NPRL2 OFD1 ORC1 OTUB1 P2RY14 PCBP4 PEMT PGAP4 PHACTR1 PITPNM1 PKD1 PLA2G5 PMP22 PPOX PROM1 PROZ PTH1R PYGB RAB32 RAB40A RAE1 RAPGEF4 RCVRN REEP2 RFXAP RGS10 RNF44 RPL12 RRP1B RRS1 SAPCD1 SARM1 SDHA SEC31A SEMA4D SERINC5 SETD1A SH3YL1 SHB SHH SIAH1 SIKE1 SLC12A3 SLC1A2 SLC1A5 SLC25A14 SLC29A1 SPIDR SPINT1 SPINT2 SRD5A1 SREBF1 STAR STK16 SUGP2 TAF1B TELO2 TES THAP12 TIAM1 TM7SF2 TMEM109 TMPRSS11D TMSB15A TMSB4Y TP53BP1 TRAF4 TRAF5 TRAPPC12 TRAPPC3 TRIO TTC22 UBN1 UMPS UNC93A UPF3A UPK3A UQCRC1 USP22 ZFR2 ZNF81 ZSCAN9 GSE360_T_GONDII_VS_M_TUBERCULOSIS_MAC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_T_GONDII_VS_M_TUBERCULOSIS_MAC_DN ABCD4 ACOX1 ACP2 ACSL1 ACVR1 ADA ADCY8 AFM AIF1 AMHR2 AMPD2 AP1B1 ARF3 ARHGAP5 ARR3 ARSB ASTN1 ATOX1 ATP5F1B B3GNTL1 BCL2L1 BCL2L2 BLVRA BMP2K BST1 CA12 CA5B CAPN7 CCDC22 CCL19 CCL20 CCL4 CCL5 CCN2 CCSER2 CD163 CDH11 CDKN1A CEACAM7 CFB CLASP1 COASY CREB3L1 CROT CST5 CTDSP2 CXCL1 CXCL13 CXCL2 CXCL5 CYP27B1 DCHS1 DIPK1A DLEC1 DMXL1 DSC1 DSCR4 DTNB EDDM3A ELP1 ERC1 ETHE1 ETV6 FABP3 FCGR3A FETUB FKBP1A FSTL1 GBP2 GIP GLUL GOLIM4 GPR12 GRPEL1 GTF2E1 H1-2 H2BC11 HCG4B HMBS HOXD9 HTR1E HTRA1 IBTK IDO1 IFITM1 IL15 IL15RA IL1B IL1RAP IL6 INPP4B INPP5B INTS3 IQSEC2 IREB2 IRF1 IRF6 KCNE1 KCNMA1 LAMB3 LIMK2 MARCO MCC MIR124-1HG MS4A1 MTF1 MUC6 N4BP3 NBR1 NDP NFKB2 NISCH NOL4 NPY5R NTNG1 NUP133 OPTN OVOL3 PADI2 PARP2 PBX2 PDGFA PENK PIP PLA2G1B PLAU PLPP2 POU3F2 PPM1H PPP1R13B PPP1R3D PPP2R2B PSG9 PSMA5 PSMB2 PSME2 PTGES PTGS2 PTPN1 PTPRCAP PYGM RAB4B RASSF8 REG1CP REM1 RFXAP RHOA SAPCD1 SBNO2 SCN1B SCN9A SDS SEC22B SIK1 SLC22A4 SLC25A44 SLC31A2 SLC39A8 SLC4A7 SMYD5 SNRPA1 SPAG1 SPHK2 SPINK4 ST8SIA4 STAT4 STEAP1 STOM STUM STXBP2 TLK2 TLN2 TLR2 TM4SF1 TNFAIP2 TNFAIP6 TRIAP1 TRPC4AP TSNAX TXNIP UBE2L6 UCP2 UFD1 VAMP5 VCAN VEGFA VPS45 VPS9D1 ZFP36 ZFP37 ZNF185 ZNF189 ZNF268 ZNF273 ZNF507 ZNF629 ZNF92 ZNHIT1 GSE360_T_GONDII_VS_M_TUBERCULOSIS_MAC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE360_T_GONDII_VS_M_TUBERCULOSIS_MAC_UP ABL1 ACP5 ADCY9 ADGRG6 AFG3L2 ALDH1A2 ALDH1B1 ASMTL ASNS ATIC ATP2A2 B4GALT2 BHLHE40 BMERB1 BRD2 BRD3 C1orf216 C2CD2 CCL2 CCN5 CCR7 CD83 CDIPT CDK4 CDKN1C CDT1 CEACAM1 CEP250 CERS6 CH25H CHERP CLIC5 CLOCK CLSTN1 CNPPD1 COL19A1 COL7A1 CPSF4 CRYAA CTBP1 CXCR4 DDIT3 DHRS1 DNAH7 DNAJC9 DNM1 DOCK10 EEF1B2 EZH2 EZR FABP5 FAM131A FAM172A FLNB FUT1 GAB1 GADD45A GADD45B GATA2 GLB1 GPC3 GPNMB GSK3B H2BC12 H4C2 HES1 HEXA HEXIM1 HMGA1 HOMER1 HSD3B2 HTR2B ID3 IGFBP7 IL1R1 IL3RA IMPA2 IMPDH2 INPP5A IQCK IRF4 IRF5 ISL1 JADE2 KCNA3 KCTD7 KHDRBS3 KHSRP KLHL21 KPNA3 LAMP3 LBX1 LMNB1 LPAR2 MAGEB2 MARCKSL1 MCF2L MCM2 MCM6 MISP MNT MRTFA MSH2 MSH6 MUC2 MYO1A MYOZ2 NAP1L4 NBL1 NCALD NCL NCOR2 NEFH NEO1 NHP2 NMT2 NREP NUP188 ORC4 PABPC1 PABPC4 PACS2 PATZ1 PC PCGF1 PECAM1 PFKFB1 PFKL PIK3IP1 PIK3R3 PLEKHA6 PLIN1 PLRG1 PMM1 PMS1 POLDIP3 POLR2H POLR3C PON2 PPBPP2 PRDX2 PRIM1 PTDSS1 PTGER3 PXDC1 RANBP1 RASSF1 REL RIN1 RNASE3 RNF187 RORA RPL9 RPS21 RRAS2 RUVBL2 SAC3D1 SELE SERPINE2 SLC16A5 SLC1A5 SLC2A2 SLC39A14 SLC5A3 SLC6A8 SLC7A5 SMOX SPECC1L STK10 STOML2 SYN2 TARBP1 TBX19 TCF25 TFAP4 THAP11 TKT TLR5 TMEM11 TMEM184B TOMM34 TP53BP2 TPD52L2 TRA2A TRAF5 TRAP1 TRIB1 TRIM28 TTC1 TUBB7P TXLNA TXNRD1 TYMS UBN1 UBTF USP20 VAT1 WEE1 ZNF175 GSE36392_EOSINOPHIL_VS_MAC_IL25_TREATED_LUNG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36392_EOSINOPHIL_VS_MAC_IL25_TREATED_LUNG_DN ADGRA2 AIMP2 AK3 ALKBH7 AMMECR1L ANTKMT AP3S2 APIP ARHGAP25 ARL4A ARMC1 ATP13A2 ATP6V0E2 ATP8B2 ATRAID BBS9 BCKDK BCL10 BMAL1 BOD1 BORA C19orf44 CA9 CALU CANX CD79B CHID1 CHURC1 CNEP1R1 COA8 CREB3L2 CRYL1 CTNS CYB561D2 DCUN1D2 DENND1A DFFB DLGAP4 DMAC2 DNAJC17 DPP3 DRG2 DTWD1 DYNLL2 EDEM2 EHF EHHADH EIF4E EMC10 EPM2AIP1 ETFDH FAM229B FANCF FANCM FBXO3 FCF1 FDX1 FOXRED2 FUOM FUT11 GALK1 GCN1 GLCE GLOD4 GLRX5 GNB4 GNPDA2 GPATCH1 GPATCH4 GPR183 GSTK1 GSTM4 GTF3C4 GTPBP4 GUF1 GUSB HSCB HSPE1 HYCC2 ICE2 IDH3G IFFO1 IFT172 IFT22 INO80 INPPL1 IPO11 ITM2C ITPRIPL2 KAT14 KCTD2 KDM2B L2HGDH LIPA LRRC59 MAP3K1 MAP3K20 MAPK14 MGST3 MLEC MON1A MPHOSPH6 MRPL2 MRPL35 MTFR1L MYOF MZB1 NAGPA NDRG3 NDUFA1 NDUFAB1 NECAP2 NEK3 NET1 NFATC2 NFS1 NIBAN2 NPLOC4 NR2C2AP NTAQ1 NUP93 OSTM1 PARK7 PBX3 PCBD2 PDXP PFAS PLCB1 POLR2C POLR2J PPIL2 PRADC1 PRIM1 PRORP PRR12 PTPA RAB22A RAB3GAP2 RAD54L RAMP1 RBM28 RCC2 RFNG RHEBL1 RNF123 RRP36 RTEL1 RTL8C RTTN RWDD2A SEC11A SH3GLB1 SLC25A26 SLC35A4 SLC35B1 SLC5A2 SLF2 SMC2 SMC5 SNX30 SOCS6 SOX12 SREBF1 SSX5 ST6GALNAC6 STBD1 STUB1 SULT1A1 TACC3 TBC1D22A TBC1D32 TBCCD1 TEN1 TERF2 TGM4 THRAP3 TMF1 TOGARAM1 TPK1 TPM2 TRAF3IP1 TRIM21 TRIM37 TSNAX UBR7 USE1 VAC14 VPS9D1 WDR45 XAF1 XIAP ZNF280C ZNF358 ZNF48 ZNF512B ZNF516 ZNF569 ZNF708 ZNF799 GSE36392_EOSINOPHIL_VS_MAC_IL25_TREATED_LUNG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36392_EOSINOPHIL_VS_MAC_IL25_TREATED_LUNG_UP ABCB4 ACAP1 ACE2 ACOT4 ACOX2 ACSBG2 ACTRT1 ADAMTSL1 ADHFE1 ADIPOR1 AK5 ANGPTL8 ANKRD13D ANKRD37 APOBEC4 ARHGAP10 ARRDC4 ART5 ASB6 ATG16L1 B3GNT7 BLTP1 BNIPL BORCS5 BPIFB2 BPIFB3 CACHD1 CACNA1E CACNG2 CADM2 CALB2 CCDC162P CCDC54 CCDC92 CCN1 CCN3 CCNL1 CD14 CEACAM20 CFAP206 CFAP251 CISH CKAP2L CLDN8 CLHC1 CNIH3 CNTN4 CPXM2 CRABP2 CSDC2 CSRP3 CUZD1 CYP11A1 CYP2E1 CYP7A1 CYP8B1 DCX DRGX DSG2 DUSP1 DUSP6 ENTPD8 EPS8L1 FAM227A FBXO11 FERMT2 FGB FGF4 FGL2 FJX1 FLYWCH2 FOXF1 GCA GCGR GFPT2 GJA4 GPATCH2L GZMM HABP2 HAS1 HOXB1 HOXD3 HSD11B2 HSD17B14 HTRA1 IGSF21 IL15 IL20RA INSRR IPCEF1 IRF2BP2 ITGB3 KCNC4 KCTD12 KCTD20 KCTD8 KRT36 LAMA1 LAPTM5 LBX1 LONRF1 LPIN2 LRP10 LRRN2 MAB21L3 MAGED2 MCOLN2 MIER3 MSLN MYPN NAV3 NDRG2 NDUFAF7 NEXMIF NKAIN2 NKX1-2 NLRP14 NMRK2 NPAS3 NPNT OBP2B OSR1 OVOL1 P2RX2 P3H4 PADI4 PBX1 PDE3A PDZD8 PELI2 PITX2 PKDREJ PLEKHH2 PLP1 PNMA2 POU3F4 PRDM1 PRICKLE1 PROSER2 PTGIS PTTG1 PWP1 RAB1A RAB37 RASGEF1B RASL10B RBM44 RGS4 RHD RNF128 SELE SEMA5B SEPTIN14 SH2D2A SH2D5 SLC12A1 SLC16A6 SLC1A6 SLC22A13 SLC22A2 SLC22A3 SLC6A3 SLC7A14 SLC7A4 SMAD9 SMTNL1 SNX16 SOD3 SOX2-OT SOX30 SPATS2L SPINK4 SPOCK2 SQOR SSC4D SUN2 TAFA2 TBX15 TCF23 TERB2 TEX101 TFEC THBS2 TM6SF1 TMEM88 TNFSF14 TRPV1 TSSK3 TTPAL UBD UCN UNC80 VILL VWC2L WASF3 YPEL5 ZBTB12 ZDHHC15 ZNF264 ZSWIM5 GSE36392_EOSINOPHIL_VS_NEUTROPHIL_IL25_TREATED_LUNG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36392_EOSINOPHIL_VS_NEUTROPHIL_IL25_TREATED_LUNG_DN ACOT7 AGFG2 ALDH1B1 ALG5 ALPK1 ANAPC5 AP2M1 ARHGAP31 ARL4A ARL4C ARMC1 ARSI B3GNT7 BCL2 BLTP3A BOD1 BORA BUD23 C15orf40 C19orf47 C1QBP C3AR1 CALHM2 CBX5 CCDC91 CCT5 CCT7 CD2AP CDCA3 CDR2 CELF4 CFDP1 CGNL1 CHST7 CHURC1 CNIH1 COA8 COPG2 COPZ2 COQ6 CORO1C CYB561D2 CYBB CYC1 DDOST DDRGK1 DEPTOR DHRS3 DNAJB14 DNAJC7 DPP9 DPYSL2 DRG1 DTWD1 DUS1L DUSP22 EEF1G EIF2B2 EIF3E EIF4E3 ERP29 ETFDH EXT1 FAM117B FAM220A FAM227B FGF13 FIZ1 FUT1 FYTTD1 GATAD1 GFER GJB2 GLUD1 GMPPA GPATCH4 GPR107 GSTM4 GTF3C3 HADHA HSP90AB1 HSPA9 HSPD1 HUWE1 IDH3A IDH3G IGF1 IL4I1 IL6ST ILVBL IRF8 JARID2 KCNAB2 KIF20A LANCL1 LCMT1 LGALS1 LONP1 LSM4 LYPLA1 MAPK1 MARS1 MCPH1 MED16 MEMO1 MLEC MLH3 MMP19 MNAT1 MPND MRPL2 MRPL24 MT2A MVP MYC MYEF2 NDUFA1 NDUFB10 NDUFB2 NDUFS5 NELFA NEXMIF NGFR NIBAN2 NLE1 NOL6 NSA2 NUDT9 OTOG PA2G4 PAGR1 PALLD PARP1 PCDHB7 PEBP1 PES1 PIAS2 PLAU POLR1A POLR2I PPP2R5C PPP5C PPRC1 PRC1 PRDX2 PREP PRKCZ PRPS2 PRXL2B PSMA7 PTPRO RAB22A RANBP1 RBM12 RCBTB1 RCC2 RCOR3 RFNG RHOU RNF123 RNF150 RPL26 RPL27 RPL3 RPL34 RPL41 RPS7 RSL24D1 S100A4 SCARB1 SDC1 SELENOW SF3A3 SIAE SKIC3 SLC38A9 SLC5A2 SLC6A8 SMARCA4 SNRNP25 SNRPD2 STK25 SULT1A1 SYNPO TBC1D13 TIFAB TLE6 TM9SF4 TMA16 TNPO3 TRIM3 TRIM36 TRIP10 TTC26 UBR7 VCP YBX1 YWHAE ZPBP GSE36392_EOSINOPHIL_VS_NEUTROPHIL_IL25_TREATED_LUNG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36392_EOSINOPHIL_VS_NEUTROPHIL_IL25_TREATED_LUNG_UP ACKR1 ACSL1 AICDA ALAS1 AMN1 AMPD3 AP1M1 APOBR ARSG ATF1 ATG9A ATP6V0B ATP8B4 BASP1 BCL6 BID BMPR1A BRCA2 BST1 BTBD19 BTG1 CA4 CAMKK1 CAPNS2 CARD10 CCDC146 CCDC162P CCNL1 CCNL2 CD53 CD69 CFAP141 CHAC1 CHKA CHST11 CHST15 CIB3 CKAP4 CLEC1B CNR2 CNTN4 CPD CREBL2 CTSE CXADR CXCL11 CXCR3 DAZ2 DOP1B EBI3 ENTPD1 ENTPD3 F3 FBXL12 FGD3 FGF23 FGL2 FHOD1 FMNL3 GADD45A GALNT3 GFI1 GRIN3A GSK3A HECW2 HSD11B1 HSPB7 IFIT1 IGF1R IGF2R IL12A IL13RA1 IL15 IL23A IMMP2L IQSEC1 IRF2 ITSN2 KBTBD7 KCTD13 KCTD8 KLF10 KLHL6 KRT86 LAMB3 LDB2 LENG8 LRATD1 LYSMD3 MAP3K3 MAP3K5 MAP4K2 MCM10 MCU MGAM MGST2 MPZL3 MRAP MRPL33 MTUS1 MUSTN1 MYLIP N4BP1 NAB1 NARS2 NCOR1 NEDD9 NEK6 NFKBID NINJ1 NIPBL NLRP12 NRG3 NT5E NUB1 OLR1 PARP14 PBX1 PELI1 PIAS1 PIGV PIK3AP1 PIM1 PLEK PNPLA7 PPFIA2 PPP1R3F PRKCG PTPN12 PTPN6 PYGL RALGPS1 RASGEF1B RETREG1 RFX1 RNF114 RSAD2 RUNX2 SAG SCGB1A1 SCHIP1 SCRG1 SEPHS2 SERINC5 SERPIND1 SERTAD3 SETD1B SFXN5 SGMS2 SH2D3C SH2D5 SIK3 SKIL SLC25A37 SLC27A4 SLC7A11 SLU7 SNED1 SNTB2 SOAT2 SORBS1 SP110 SPIDR SPRY2 SSC4D SSH2 STX11 SYNJ1 TAF7 TAGAP TBX6 TIRAP TLR6 TMCC1 TMEM170A TMEM202 TNF TNFAIP2 TNFRSF1B TNRC6B TREML2 TSC22D3 TSPAN2 TSPOAP1 TSPY1 TUBB1 TUT7 UBE2B UBXN4 USP2 VAX2 VSIR XKR8 YPEL1 YPEL3 ZCCHC8 ZFYVE26 ZNF217 ZNF597 ZNF777 GSE36392_MAC_VS_NEUTROPHIL_IL25_TREATED_LUNG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36392_MAC_VS_NEUTROPHIL_IL25_TREATED_LUNG_DN ACOT1 ACP3 ADGRV1 ALPI AMPD2 ANGPTL8 AQP4 AQP5 ART5 ATL1 B3GLCT B3GNT3 BASP1 BBS7 BCHE BHLHA9 C1QB C1QC CABYR CASS4 CCDC59 CCL22 CCN3 CCNB2 CCR1 CD14 CD53 CD6 CDCA8 CDH23 CDKN1A CDR2 CDR2L CFB CGNL1 CLDN8 CMC2 CMIP CNDP2 COPZ2 COTL1 CPEB4 CPLX3 CREB3L4 CSRP1 CUL4B CYP3A4 CYTH1 DEPDC1B DHRS3 DHX32 DMKN DRC1 DSP EIF4G1 EIF5A EREG ERRFI1 EXOC3L4 EXOC5 EYA2 F2RL1 F7 FGD1 FHOD3 FLT1 FRMD4B GALR2 GAS2L2 GJB2 GNPDA1 GPAT3 GPC1 GPR65 GPX7 GRHL3 GTSE1 HAPLN4 HK2 HMMR HMOX1 HOXC13 HRH4 HTR7 IFRD1 IL1A IL1R1 IL1RN ILDR2 INCENP JAKMIP3 KIAA1549 KIF1A LAMB3 LIPN LMAN1 LMNA LUZP1 LYZL4 MAPK1 MAPK6 MBD3L1 MET MIP MPST MT1E MUC5B MVK MXI1 MYO3A NFIA NFKBIZ NGEF NIBAN2 NINJ1 NLRP6 NPAS1 NR3C2 NRP2 NYX OLR1 OSCAR OTOG PACRG PCDHAC1 PDGFA PDX1 PEPD PHLDA3 PKP1 PLA2G5 PLAGL1 PLPPR3 PM20D1 PRKAR1A PRNP PSMD1 PSMD12 PVALB PYROXD2 RADIL RASEF RASL10B RASL11B RBBP8 RBM44 RCVRN RMDN2 RNASEL RRS1 RSPH14 SCAMP5 SEMA3D SEMA6D SFPQ SH2D4B SHISAL2B SLC22A2 SLC51A SLC6A3 SLC7A11 SLFN12L SOCS2 SOCS3 SOX14 SPO11 SPRED1 SRXN1 STAB1 STK40 SYT7 TBC1D21 TCP11 TEKT4 TEX47 TFEC THPO TIMD4 TMA16 TMEM100 TMEM217 TMEM88 TNFRSF11B TNFRSF12A TNFSF11 TOMM6 TREM1 TRIB1 UBE2D3 UXT VAT1 VSTM2B WNK1 WNT8A WWTR1 YTHDF3 ZBTB8B ZNF35 ZNF532 ZNF711 GSE36392_MAC_VS_NEUTROPHIL_IL25_TREATED_LUNG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36392_MAC_VS_NEUTROPHIL_IL25_TREATED_LUNG_UP ABCB10 ABCG1 ACTN1 ADGRA2 AFF3 AKNA AKT3 ANXA6 APOBR ARFGEF1 ARGLU1 ARHGAP28 ARHGEF1 ASB13 ATAD5 ATG4C ATP8B2 B4GALT4 BAG4 BBS9 BCKDK BCL2L15 C2CD5 CCDC102A CCDC28B CCDC47 CCDC91 CD244 CD5 CD79B CEP162 CHRNB1 CHST15 CITED2 CLEC4M CREBL2 CTDSP2 CTU1 CYRIA DAPP1 DEPTOR DESI2 DHX16 DLGAP4 DUSP19 DUSP7 DYNC1H1 E2F6 EHBP1L1 EHF EID1 ESAM FAM111A FAM193B FAM234B FAM98C FOXP1 FXR1 GEMIN6 GEMIN8 GP2 GRAMD1C GSDMD GUCD1 H2AJ H2BC5 HERC1 HES6 HEXD HIPK2 HNF1A ICAM2 INPP5F IP6K1 ITGA4 ITGA8 JCHAIN JMJD4 KDM3B KLC1 KLF11 KLF2 KLHDC1 KLHL24 LANCL1 LDLRAD3 LIMD2 LINC01160 LIPT2 LRIG1 LRRC20 MAP3K3 MAPK7 MAPK8IP3 MARK2 MBD6 MCAT MEAK7 MED12 METTL18 MPND MRPL16 MX2 MXD4 NAPSA NBEAL2 NDUFAF3 NIPBL NOP16 NT5C NXF1 NXPE4 OARD1 OXLD1 PAGR1 PAN2 PDRG1 PHF12 PIAS1 PIGV PITHD1 PLEKHA5 PNKP POU2F2 PPP1R14A PRKCZ PRR12 PTPN6 R3HCC1 RAB32 RAB39A RAD1 RAMP1 RAP1GAP2 RAPGEF1 RASGRP4 RCBTB1 REC114 RFC1 RFESD RFX3 RNF114 RPAP1 RPL23A RPS25 RPS26 RTEL1 RWDD2A SAMD9L SBK1 SCAPER SCN2B SECTM1 SENP3 SESN3 SETDB1 SH2D1B SLC25A23 SLC35C2 SMIM5 SMIM6 SNX21 SPIB SPPL3 SRPK1 SRSF1 SS18L1 ST8SIA6 STK10 SUMF1 SUPT4H1 SUSD3 TACC1 TBC1D10C TCTA TMA7 TMC4 TP53INP1 TRIM37 TRIM65 TSC22D4 TSNAX TSPYL4 UBQLN1 UPF2 USP6NL VPS26C WDR6 XAF1 ZBTB6 ZDHHC7 ZFP36L2 ZNF217 ZNF229 ZNF398 ZNF606 ZNF7 ZNF710 ZNF862 ZNRD2 GSE36392_TYPE_2_MYELOID_VS_EOSINOPHIL_IL25_TREATED_LUNG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36392_TYPE_2_MYELOID_VS_EOSINOPHIL_IL25_TREATED_LUNG_DN ACOD1 ADGB ADNP2 ADTRP AGPAT2 AMER2 ANKRD37 ASTE1 ATG16L1 ATG9A ATP1B4 BCL2L11 BMX C15orf48 C18orf32 CACNA1E CALHM6 CAPS2 CARM1 CCDC117 CCDC146 CD274 CD300C CD300LD CDC42EP4 CDK17 CDS2 CHAC1 CLEC4D CLK1 CMTM6 CNR2 CPED1 CREB1 CXCL11 CYP3A7 DGAT2 DHX8 DMBT1 DYNLT2B EEA1 ENTPD1 ENTPD3 ETS2 FAM234B FBXO28 FFAR2 FKBP5 FLI1 FMNL3 G3BP2 GAD1 GADD45B GCH1 GGT5 GK GLRX GMPR2 GPAT3 GPCPD1 GRIN3A GSDME GSPT2 GTF2E2 HCAR2 HDC HERC6 HGSNAT HLA-DOB HMGCL HSD11B1 HSH2D IFIT1 IFIT1B IFIT3 IFNGR1 IFNGR2 IFNLR1 IGF1R IKBKE IL12A IL18R1 IL18RAP IL1RAPL1 IL23A IRAK2 IRF9 ISG15 ISG20 ITGAL ITIH4 JAK2 KATNA1 KCTD11 KCTD8 KDM7A LCN2 LENG1 LHX1 LRRC3 LRRC72 LYPD6B LYRM4 MACROD2 MAPK13 MCEMP1 MCL1 MED12L MED13L MED14 MED20 MIEN1 MINDY3 MTF1 MTUS1 MUC16 N4BP1 NADK NDEL1 NEK6 NFIL3 NLRP12 NT5E NXPE3 OTULINL PABIR1 PAG1 PCBD2 PDE7B PDLIM5 PHF23 PICALM PIGV PIPOX PIWIL2 PLA1A PLEKHF2 PLP2 POLR2A PPP1R2P1 PPP1R32 PPP2R2A PRPS1L1 PTGER2 PTPRC PXK PXYLP1 RALGPS1 RLF RNF135 RNF144A RPRD1B S100A8 SAG SCRG1 SDR39U1 SELENON SEMA5B SFXN5 SH2B2 SH2D5 SIRT2 SKIL SLA SLC15A3 SLC25A44 SLC35A5 SLC36A3 SLCO3A1 SNAI1 SNORD89 SNX18 SNX33 SOAT2 SP4 STAMBPL1 STX11 SUGT1 SVIP SYCP2 TGM1 THAP6 TLR6 TMEM202 TMEM243 TNF TNFRSF1B TNFSF13B TNFSF14 TNRC6B TRIM5 TRMT1L TULP1 TUT7 UBA1 UBAC2 UBE2H YPEL3 ZNF473 ZNF608 GSE36392_TYPE_2_MYELOID_VS_EOSINOPHIL_IL25_TREATED_LUNG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36392_TYPE_2_MYELOID_VS_EOSINOPHIL_IL25_TREATED_LUNG_UP ABL1 ACP3 ACVRL1 ADCK1 ADGRF5 ADGRG6 AIMP1 ANAPC5 ANKRD50 APRT ARL6 ASH2L ASPA ATP10B B4GALT6 BCL2 BEX2 BHMT2 BOD1L1 BTD C18orf21 C19orf47 C3AR1 C4B CAMLG CAPRIN2 CBFB CCDC186 CD48 CD81 CDC7 CDRT4 CHST13 CIBAR1 CLSTN1 CNIH1 COQ7 CPSF2 CPT2 CREB3L2 CTNNBL1 CYB5R2 CYFIP1 CYGB DCSTAMP DENND1A DEPP1 DLGAP4 DLST DPEP1 DPY30 DPYSL2 DRG1 DTL DTWD1 EBNA1BP2 EIF3E EIF4E3 EMC10 ENTPD6 EPOR ERI1 EXT2 FAT3 FBXO25 FERMT3 FGFR1 FHL2 FKRP FSCN1 GALNT6 GAS2L1 GPC6 GPR183 H1-0 HELZ HES1 HEXB HINT2 HTR7 IGFBP7 IL5RA IL6ST IPO11 IQSEC2 JCAD KCNAB2 KRT79 KRT84 L3HYPDH LACC1 LAP3 LGALS1 LIN37 LONP1 LPIN1 LRBA LSG1 MAGED2 MAML2 MAP3K20 MAST2 MEST MIR99AHG MNX1 MRGPRE MRPL45 MTFR1L MYLK MYO9A NAPB NCAPH2 NCKIPSD NDUFAF5 NDUFB10 NDUFB11 OPN1SW PCCA PCYT1A PHC2 PIEZO1 PLPPR4 PMS2 PREP PRKCA PRMT1 PRSS54 RAB12 RAB6B RABGAP1L RAD23A RASL10B RASSF4 RBM15B RBPJL RCOR3 RGP1 RNF123 RPL13 RPL13A RPL14 RPL27 RPL34 RPL4 RPS18 RPS21 RPS4X RTL5 SELENOW SERPINA3 SERPINB9 SFTPD SGCE SH3KBP1 SIGLEC10 SKA2 SLC16A2 SLC38A9 SLC5A2 SLC7A5 SLCO2A1 SMC5 SNAP47 SNX19 SOCS2 SOCS7 SOD3 SPAG6 SPRY1 SPTLC1 SRGAP1 SRGAP3 SRRT STK32C STXBP5L SUOX SUV39H1 SVEP1 TACC3 TARS1 TBXAS1 TEX261 THRAP3 TICRR TMEM245 TNIK TOR1AIP2 TPRKB TRMU TTK VPS41 WDR74 WNT8A XPO4 ZFP2 ZNF3 ZNF329 ZNF579 ZNF790 GSE36392_TYPE_2_MYELOID_VS_MAC_IL25_TREATED_LUNG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36392_TYPE_2_MYELOID_VS_MAC_IL25_TREATED_LUNG_DN ABHD17A ABRAXAS1 ADCK2 ADD3 ADPRS AFDN AHRR AKNA ALDH1B1 ALKBH2 ALKBH7 ALKBH8 ANTKMT APEH ARHGAP42 ASCC1 ATG2A ATPSCKMT AXIN1 B4GALT4 BBS9 BEX3 BRSK1 C1orf50 CACTIN CAMLG CARMIL1 CD79B CDKN2AIPNL CEBPA CELF4 CHCHD5 CNOT8 COPS7A CSAD CSTF1 CTNND2 CZIB DCXR DET1 DPP3 DRG2 DSCAM DUSP19 EIF1B EIF4G3 ELMO2 ELOF1 ERGIC3 EXOSC5 FAM53B FANCF FBL FBXL4 FCMR FKBP4 FKRP FOXRED2 FUOM GATC GBF1 GET4 GGT5 GMPR2 GP2 GPBP1L1 GPR19 GTF3A HAAO HASPIN HDAC9 HINT2 HMGCL HSCB HSF1 ICMT IDH2 IDUA IQCE JMJD8 KAT7 KLF2 KLHL42 LMF1 LMO1 LRP1 LSM2 MAGED1 MANSC1 MAP2K5 MAPKBP1 MBLAC2 MCAT ME2 MED20 MED24 METTL8 MGAT1 MIPEP MLLT1 MOB3A MOGS MRPL18 MRPS18B MRS2 MTARC2 NCOR2 NDUFAF1 NEK8 NELFA NIPSNAP1 NOP10 NOP2 NOSIP NXPE4 NXT1 PARP9 PCK2 PDCD11 PDRG1 PEX16 PGAP6 PIANP PLCL1 PLP2 PLXND1 POLD3 POLR1A PPIL2 PPP5C PRCP PRKCE PRMT1 PSIP1 PXYLP1 PYGB RAB43 RASGRF2 REV1 RGL2 RGS12 RIC8B RNF10 RPL17 RPS6KA4 RTL8C RUVBL2 SAP18 SEC11A SEC31A SEPTIN3 SH2B2 SIAH2 SIRT2 SIRT4 SLC12A9 SLC5A2 SLCO5A1 SMIM5 SMIM7 SNHG12 SPIB SRPK1 SRRM1 STAMBP STBD1 STRIP2 STX16 SUDS3 SUPT16H SUSD3 TEPSIN TFEB TMEM208 TMEM69 TMOD4 TNFRSF11A TNIP2 TRAPPC3 TRAPPC5 TRIM14 TSNAX TTC27 TTLL12 TYSND1 UBE2G2 USP15 USP34 VIRMA VPS28 WDR12 WDR74 YARS1 ZFAND1 ZKSCAN4 ZKSCAN5 ZNF467 ZNF524 ZNF764 ZNF862 GSE36392_TYPE_2_MYELOID_VS_MAC_IL25_TREATED_LUNG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36392_TYPE_2_MYELOID_VS_MAC_IL25_TREATED_LUNG_UP ACACB ADAM19 ADAMTSL1 ADAMTSL2 ADAMTSL3 ADORA2B ADPRHL1 ADRA2A ALOX15B ALPG AMN ANKRD31 ANKRD33 AOC1 APOLD1 APOM ARMCX4 ASPHD2 BAG2 C5orf52 CACNG3 CADM2 CALR3 CASS4 CBY3 CCDC63 CCDC65 CCR1 CD164L2 CD33 CD40LG CD70 CDKL1 CDKN1A CFAP45 CISH CKMT1B CLDN7 CLEC4E CMKLR2 CMTM5 COX17 CPA1 CPE CREB3L3 CSTA CXCL1 CYB5R2 DGAT2 DLC1 DMRTC2 DNAJB2 DSC3 EDARADD EDN3 EGR2 ESRRB ETS2 F7 FAM167B FAM217B FAM81B FBLN1 FGB FGD4 FGFR1 FHL2 FLNC FOSL1 FOXM1 FST GALNT6 GCGR GDF15 GLI3 GNA13 GNG13 GOT1L1 GPCPD1 GRIA2 GRIK2 GRIN2A HDC HELZ2 HNF4A HNRNPK HORMAD2 HS3ST1 HS3ST3B1 HSPB8 HTR1F HTR4 IFNA1 IGSF21 IL10 IL17B IL1R2 IL1RN INSL6 ITGB1BP2 ITPKC KATNAL2 KCND2 KCNJ12 KCNQ4 KDM5B KLF5 KRT84 LAMA1 LGI1 LHX5 LOXL4 LRRIQ3 LRSAM1 LYPD8 LYZL1 MAGI2 MALL MAP7 MARCKSL1 MARK1 MGMT MIR1915HG MKI67 MMD MMP9 MNX1 MORC1 MRGPRE MXI1 MYOC MYOCD NCAN NID1 NKAIN4 NLRP5 NRXN1 OSBPL10 OTC PABIR1 PABPC4L PADI4 PAQR5 PAX1 PCDH11X PCDH20 PCSK6 PLA2G2F PLEK2 PLXNB1 PPP1R1B PPP1R1C PPP1R3B PTGS1 PTGS2 PTH PXK RASL10B RDH11 RGS7 RILPL2 RND2 ROBO3 ROR1 RPH3A SAA2 SAPCD2 SDR9C7 SEMA4C SERPINA3 SFTPD SGMS1 SLC29A4 SLC2A1 SLC2A3 SLCO2A1 SNAI3 SOCS1 SOCS3 SPATA17 SPP1 SRGN SRXN1 STIM2 STMN4 STX1B SYDE2 SYTL4 TERB2 TEX38 TMEM154 TMEM174 TSPAN7 TTBK1 TTK TTN TUT4 UGT2B15 ZBTB21 ZFP3 GSE36392_TYPE_2_MYELOID_VS_NEUTROPHIL_IL25_TREATED_LUNG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36392_TYPE_2_MYELOID_VS_NEUTROPHIL_IL25_TREATED_LUNG_DN AARS1 ABI3 ACAD8 ADARB2 ADGRG5 ADGRV1 AHCY ALDH1B1 ALG5 AMZ1 ANKRD31 ANKRD40 AP1B1 ARHGEF6 ARL6 ATF6B AUH AUP1 AURKAIP1 BCKDHA BHLHE40 C19orf47 C1orf109 CARM1 CATSPER2 CCR2 CCS CD300LD CDC42EP4 CENPE CENPF CERK CHMP6 CNOT8 COA7 CREB3L2 CTSB CWC15 CYC1 DDRGK1 DET1 DNAJC16 DRC1 EDEM1 EIF3D EMB ETV6 EXTL3 F10 FAM117B FAM234B FAM72A FAM86B2 FAM89B FBXO34 FKBP5 FLT1 FOXRED2 FYTTD1 G6PD GBF1 GDF3 GMPPA GNGT2 GNPAT GORASP2 GPR19 GSTM5 GTF3A GTF3C6 H2AJ HEMK1 HINT2 HLCS HNRNPA1 HS3ST3B1 HTR7 ICMT IDH3A IFI44L IFNGR1 IL6ST IMP4 IRF7 ITPRIPL1 KAT2A KCTD5 KDM7A KIF20A LCMT1 LONP1 MAGED1 MAOB MATK MDP1 MED7 MGMT MRPL18 MRPS18A MRPS28 MRPS7 MRS2 MSR1 MTG1 MYEF2 NAP1L1 NCOA5 NDUFA9 NDUFB10 NDUFS2 NDUFS5 NDUFS6 NELFA NFIL3 NLE1 NOP2 NR4A2 NUDT15 NUDT9 ORAI1 OTULINL PACS2 PALLD PARP9 PDRG1 PFKP PGAM1 PHF23 PIEZO1 PIGA PLBD1 PLIN2 PLOD3 PLXDC1 PMPCA POLR1A PPM1G PPP5C PSMB7 PSMC1 PYM1 RAD23A RAMP1 RARB RASGRP1 RAVER1 RCC1L RCC2 REEP4 RLN1 RPL17 RPL19 RPL24 RPL35 RPL9 RPS23 RUNX3 SAP18 SCN4B SDC1 SEC61G SEPTIN9 SERPINB4 SH2B2 SIRT4 SLC27A3 SLC5A2 STAMBP STOML2 SYNRG TAPBPL TBC1D13 TIFAB TM4SF5 TMEM51 TNFRSF11A TNFRSF12A TNFRSF21 TOMM40 TOP2A TRIM36 TRIO TSPAN33 TUBA1B TYSND1 UBA1 UBALD2 UBE2G2 UBE2K UNC93B1 USP18 UXT VCAN VHL VPS26B WDR55 ZDHHC7 ZDHHC9 ZMAT5 ZNHIT3 GSE36392_TYPE_2_MYELOID_VS_NEUTROPHIL_IL25_TREATED_LUNG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36392_TYPE_2_MYELOID_VS_NEUTROPHIL_IL25_TREATED_LUNG_UP ABCB4 ABCC5 ACP3 ACTN1 ADGRG6 ADM ALAS1 ALOX15 AMPD3 ANKRD33B APOBR ARHGAP4 ARHGEF2 ARMCX4 ARSG ASPA ATP6V0B ATP8B1 BANK1 BASP1 BCL2L10 BCL2L15 BIRC3 BRD8 BSDC1 BTG1 C1QTNF12 CA4 CALCRL CAMKK1 CARNS1 CASD1 CAVIN2 CCDC17 CCNG2 CD69 CDKN2B CDO1 CEBPB CHRNA6 CHRNB1 CHST13 CHST15 CLSTN1 CLU CNTD1 COL4A2 COL6A1 COX17 CPD CREB3L1 CTNNAL1 CTSE CTU2 CXCR3 CYFIP1 CYLD CYP2C8 DACH1 DEGS1 DENND4A DGKZ DLGAP4 DMXL2 DSP EBI3 EGLN3 EHD1 EPHB4 EPX ERO1A F2R F2RL2 FAM13B FFAR2 FGD3 FGD4 FGD5 FGFR1 FHL2 FMO1 FOSL1 GADD45A GATA2 GFOD1 GIT2 GPI GPR153 GSK3A GTPBP2 H1-8 HCAR2 HCK HELZ2 HIC1 HSH2D HSPA12B HTR4 IGF1R IL1A IL1RL1 IL9R INMT IPCEF1 KDM5B KIT KLHDC3 KLHL6 LASP1 LDB2 LIMD2 LPIN1 LRP11 LRSAM1 LRWD1 LTA4H LYST MARVELD1 MCL1 MMD MRGPRE MTTP MYLK NCKAP1 NCOA4 NEU1 NSD3 OGT P2RY14 PABIR1 PAXBP1 PCDH11X PCDHB5 PCYT1A PER2 PHF21A PIGV PITPNM1 PLD1 PLEKHA2 PRKCQ PSTPIP2 PTPN21 PYGL RAB27A RAB6B RALGAPA1 RAP1GAP2 RAPGEF6 RASGEF1A RASL10B RASSF5 RBL2 ROBO3 ROBO4 SCNN1A SEMA7A SF3A2 SH3KBP1 SIGLEC10 SKIL SLC11A1 SLC16A9 SLC18A2 SLC2A3 SLCO2A1 SLCO4C1 SMAD3 SMARCD2 SNAP47 SOCS1 SOCS7 SPARC SPINT2 SRPK2 STX11 TCN2 TIRAP TM4SF1 TMCC1 TMEM154 TMEM170A TNIK TNK2 TOP3B TREML2 TRIM56 TRMU TSPAN9 TTC7B TTK UNC45A VCL WNT8A ZEB1 ZFAND4 ZNF292 ZNF473 ZNF579 ZNRF1 GSE36476_CTRL_VS_TSST_ACT_16H_MEMORY_CD4_TCELL_OLD_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36476_CTRL_VS_TSST_ACT_16H_MEMORY_CD4_TCELL_OLD_DN AARS1 ACOT13 ACOX1 AGO2 AIMP2 AK4 ALAS1 ALDH2 ARHGAP22 ATF6 ATP6V0A2 BATF BATF3 BMS1 BTBD3 BYSL C1QBP C1orf216 C3orf14 CCL17 CCL22 CCT3 CD2BP2 CD40 CD86 CDK2AP1 CDK4 CEP76 CIAO1 CISH CKAP5 CLCC1 CLIC2 CLTC CORO1C CREG1 CSTA CSTF2 CTNNA1 CTPS1 CYC1 DAPK1 DESI1 DNAJA3 DNAJB6 DPH2 DPP3 EBNA1BP2 EIF2B3 EIF2B4 EIF6 ERH ETNK1 EXOSC10 FABP5 FH FUCA1 G3BP1 GADD45GIP1 GALR2 GARS1 GART GATB GEMIN4 GINS1 GLA GLB1 GMPPB GNL2 GNPDA1 GORASP2 GOT1 GOT2 GPR137B GTDC1 GTF2H1 GTF2H4 HOMER1 IARS1 IER3 IFI30 IL13RA1 IL15RA IL1R1 IL1R2 IL2RA IRF4 JPT2 KDELR2 KEAP1 KIF3B KYNU LAMP3 LGMN LRRC42 LRRK1 LY75 LYRM4 MARS1 MCUR1 MGLL MIPEP MLYCD MREG MRPL12 MRPL15 MRPL17 MRPL20 MRPL35 MRPS12 MYOF NAT10 NCBP1 NDUFAF4 NME1 NOP16 NOP56 NUP43 NUP62 NUP93 PAICS PDCD11 PDIA5 PEA15 PGAM1 PHB1 PITRM1 PLAAT3 PMM2 POGLUT2 POLR2H POLR3D PPAN PPP1R10 PPP2CB PSAT1 PSEN2 PSMB2 PSMB5 PSMB6 PSMD13 PSMD2 PSMG1 PTPRK PUS7 RAD51C RBBP8 RCN1 RMI1 RPP40 SEH1L SEPTIN10 SLC15A3 SLC39A14 SLC3A2 SLC43A3 SLCO4A1 SNX11 SOCS1 SRPK1 SSRP1 STAT1 STAT5A STIP1 STT3A TALDO1 TAP1 TARS1 TBC1D8 TIMM8B TKT TNFAIP1 TNFRSF4 TNS3 TP53BP1 TPI1 TRAF1 TRAP1 TUBA1B TUBA1C TUBB TUBB2B TUBB6 TUBG1 TXN TXNL1 TYMP UBE2A UCK2 UTP20 VCP VDAC3 VDR WARS1 WDR12 WDR3 ZBED2 ZNF189 ZNF239 ZNF593 GSE36476_CTRL_VS_TSST_ACT_16H_MEMORY_CD4_TCELL_OLD_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36476_CTRL_VS_TSST_ACT_16H_MEMORY_CD4_TCELL_OLD_UP ACACB ACKR2 ADCY7 ADD3 AK1 AKAP7 ANXA1 AQP3 ARGLU1 ARHGEF18 ARHGEF6 ARL4A ARL4C ATF7IP2 BAG5 BEX3 BIN1 BNIP3L C11orf21 C4BPA CBFA2T2 CD3D CD48 CENPF CHD1 CHI3L2 CIRBP CKLF CLDN6 CR2 CRYL1 CUTA CYP11A1 CYP4F12 DAZAP2 DBNDD1 DGKD DLG5 DNAJB1 DNASE1L1 DOCK2 DPEP2 DYRK2 ELAPOR1 ELF2 ENPP2 EYA1 FAM8A1 FCGRT FOS FRAT1 FUT8 FYB1 GABPB1-IT1 GABRB2 GNAO1 GNB5 GPA33 GRIN1 GSTK1 GZMK H2AC25 HECA HHAT HHLA1 HSD17B11 IL11RA IQSEC1 IRS2 ITGB1 ITGB2 ITM2A ITM2B JOSD1 JUN KANSL2 KCNH2 KIF3C KLF2 KLHL3 KRT75 LAIR1 LDB3 LEF1 LILRA6 LINC00588 LINC01260 LIPC LONP2 MAPRE2 MARCHF8 MAX MCF2L MGAT4A MGP MLLT11 MMP15 MNT MOAP1 MRTFB MSRA MST1L MTCP1 MXI1 MYCBP2 NDRG3 NELL2 NF1 NFYA NLRP3 NME8 NNMT NOMO3 NR3C2 NR5A1 NUCB2 NUDT15 NUSAP1 OR1A1 OSER1 PARP3 PBXIP1 PCBP3 PCF11 PDE4D PDK1 PDZD8 PIAS2 PIK3IP1 PITPNC1 PLCD1 PLCG1 PLCL2 PPOX PPP1CB PRKCB PRKCQ PTP4A1 PXDN PZP QSER1 RALGAPA1 RAP1GAP2 RASGRP2 RBM48 RGL2 RIPOR2 RLF RPL23AP53 S100A4 S100G SAMHD1 SEMA3G SERINC5 SERPINB13 SETD2 SH3BGRL SIGIRR SIK1 SIRPG SLC17A3 SLC28A2 SLC2A3 SMG7-AS1 SORL1 SPTBN1 SSBP2 STX8 SUN2 TBC1D5 TCEAL2 TCL6 TENT5C THSD7A TLE4 TLR3 TMX4 TNFAIP3 TNIK TNNC2 TOB1 TSC22D3 TSPYL1 TSPYL4 TXNIP USP3 UVRAG VNN2 WNT7A YPEL5 ZBTB25 ZFP36 ZFP36L2 ZNF226 ZNF331 ZNF395 ZNF529 ZNF711 GSE36476_CTRL_VS_TSST_ACT_16H_MEMORY_CD4_TCELL_YOUNG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36476_CTRL_VS_TSST_ACT_16H_MEMORY_CD4_TCELL_YOUNG_DN ADO AGO2 AGPAT5 AIMP2 AK4 AKR1A1 ALAS1 ALDH2 APOL6 ATF5 ATF6 ATP6V0B BATF BATF3 BCL2L14 BET1 BMS1 BYSL CARS1 CCL17 CCL20 CCL22 CCL4 CCT2 CD200 CD83 CD86 CDK2AP1 CIAPIN1 CISH CLIC2 CLN5 CLUH CREG1 CSNK2B CTLA4 CTNNA1 CTPS1 CYCS CYP1B1 CYP51A1 DAPK1 DCTPP1 DHX32 DNAJB6 DPH2 DPP3 DRP2 E2F6 EBI3 EEF1E1 EIF3B ENO1 EXOSC4 FABP5 FARSA FH FILIP1L FLII GALR2 GARS1 GCLM GCNT1 GK GMPPB GNG4 GNG5 HILPDA HLA-DPA1 HLA-DRB1 HPRT1 HRAS HSP90AB1 HSPA1A IDH1 IDH3A IER3 IFI30 IFNGR2 IFRD2 IGSF3 IL12RB2 IL1R1 IL2RA IL9 IMMT IPO4 IPO5 IRF4 KCNK5 LAMP3 LMNB2 LTA MAP3K14 MAPK13 MATN2 MCUR1 METTL13 MFN2 MFSD5 MGLL MRPL20 MRPL35 MSMO1 MSRB1 MTHFD2 MYOF NCBP1 NDUFAF4 NEFH NETO2 NIP7 NME1 NOP14 NPL NPM3 NQO1 NUP62 PAICS PDCD11 PEA15 PFAS PGAM1 PIGV PIR PITRM1 PMM2 POP1 PPCDC PRDX4 PRR3 PSEN2 PSMC4 PTPRK PUS7 PWP1 RAD51C RBM47 RCN1 RFTN1 RNF121 RPP40 RUVBL2 SAC3D1 SCO2 SEPHS2 SERBP1 SLC31A2 SLC43A3 SLCO4A1 SND1 SNX5 SOCS1 SPATA5L1 SQLE SRM STAM2 STAT5A STT3A TALDO1 TAP1 TARBP2 TARS1 TBL3 TESC TIMM10 TIMM13 TJP2 TNF TNFAIP1 TNFRSF4 TNIP2 TNIP3 TPI1 TRAP1 TTI2 TUBA1C TUBB6 TUBG1 TWNK TXN TYROBP UBFD1 UBL4A UCK2 UMPS VCP VDR WDR18 WDR3 WDR46 WDR77 YBX3 YIF1A YWHAQ ZBED2 ZFYVE21 ZKSCAN4 ZNF248 ZWILCH GSE36476_CTRL_VS_TSST_ACT_16H_MEMORY_CD4_TCELL_YOUNG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36476_CTRL_VS_TSST_ACT_16H_MEMORY_CD4_TCELL_YOUNG_UP ADD3 AGBL2 ALOX5AP ANAPC15 ANXA1 AQP3 ARHGAP15 ARHGDIB ARHGEF18 ARHGEF6 ARL4A ARL4C ATG2A BIN1 BNIP3L BTG1 C1R CCDC59 CCNL1 CD48 CD52 CD69 CDR2 CEP43 CERNA1 CFH CHD1 CIRBP CITED2 CLEC2B CLK1 CMC4 CNN2 CNOT2 COX7C CRTC3 CRY2 CSGALNACT1 CYTH4 DNAJB1 DOCK2 DPYD DSC1 DSTYK DYRK1A DYRK2 ENSG00000274253 ENTPD4 EPHA4 EVI2A EVI2B FAM53B FAM8A1 FBXO21 FCGBP FHL1 FOS FRAT1 FYB1 GZMK HAPLN2 HAUS3 HAUS5 HBP1 HECA HERC5 HIC2 HMGB2 HSD17B11 ICAM3 IFITM1 IFITM2 IL11RA IRS2 ITGB2 ITM2B JADE1 JUN JUNB KANSL2 KAT6B KLF2 KLF3 KLHL11 KLHL3 KLRB1 LEF1 LEPROTL1 LIMD2 LINC00623 LMF1 LYPD3 LYRM9 MAP3K5 MAPRE2 MARCHF8 MBNL2 MCUB MED6 MGAT4A MGP MOAP1 MROH7 MSRA MX2 MXI1 MYBL1 MYL12A MYO1F NDRG2 NDRG3 NDUFA1 NEFL NPAS3 NR3C2 NR4A2 NUCB2 NUP160 OSBPL8 PBXIP1 PCMTD2 PCNP PDE4D PER1 PHC1 PIAS2 PIK3CA PIK3IP1 PIK3R1 PIKFYVE PITPNC1 PLAC8 PLCG1 PLCL2 PNN PPP1CB PPP3CA PRKACB PRKCQ PTP4A1 PTPN4 PTPRA PYCARD RAB11FIP2 RALGAPA1 RAP1GAP2 RASGRP2 RB1CC1 RIPOR2 RLF RNF44 RPL31 RPS27 RRN3P1 S100A4 SAMHD1 SEMA4C SERINC5 SETD2 SGSH SH3BGRL SIGIRR SIK1 SKAP1 SLC2A3 SLC35D2 SLC46A3 SNRK SORL1 SUN2 SYNJ2 TENT5C TMC6 TMX4 TNFAIP3 TNIK TOB1 TOP2A TOX TPM2 TRIM62 TRMO TSC22D3 TSPAN14 TSPYL1 TSPYL4 TTC17 TXNIP UQCRB USP3 USP34 UVRAG YPEL5 YTHDF3 ZFP36L2 ZNF226 ZNF331 ZNF639 GSE36476_CTRL_VS_TSST_ACT_40H_MEMORY_CD4_TCELL_OLD_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36476_CTRL_VS_TSST_ACT_40H_MEMORY_CD4_TCELL_OLD_DN AARS1 ACOT7 ACTG1 ADSL AIMP2 ALAS1 ALDH2 ANPEP ARFIP1 ASPM ATOX1 AURKA AURKB BCL2L11 BDH1 BLM BUB1B CCNB1 CCNB2 CCT3 CD2BP2 CDC25A CDC6 CDK2AP1 CDK4 CENPA CENPF CENPM CENPU CEP55 CHEK1 CKAP5 CKS1B CKS2 CLIC2 CREG1 CSTA CSTF2 CTPS1 CYC1 DAPK1 DCTPP1 DHFR DLGAP5 DPP3 DTL EBNA1BP2 EIF2B4 EMC9 ESPL1 ETNK1 FAH FANCG FANCI FEN1 FH GADD45GIP1 GAPDH GART GCLM GINS2 GINS3 GMPPB GOT2 GSTO1 H2BC9 HADH HCP5 HILPDA HJURP HMGB3 HMMR HSD17B10 IARS1 IDH1 IER3 IL13RA1 IL1R1 IL1R2 IL2RA IMPDH2 IRF4 JPT1 JPT2 KEAP1 KIF11 KIF15 KIF20A KIF2C KIF4A KPNA2 LAMP3 LMNB2 LRRC42 LXN MCM10 MCM2 MCM4 MCM7 MCUR1 ME2 MELK MLYCD MPV17 MRPL11 MRPL12 MRPL15 MRPL18 MRPL35 MRPS14 MSRB2 MTHFD1 MYL6B NCAPG NCAPG2 NCAPH NCBP1 NELFE NIT2 NME1 NUDC NUDT1 NUP133 NUP37 PAICS PCK2 PCLAF PGAM1 PHB1 PHLDA1 POLA1 POLE2 POLR2H POLR3K PPM1G PRIM1 PSMB5 PSMB6 PSMD2 PSMG1 RACGAP1 RAD51 RAD51AP1 RAD51C RANBP1 RBM4B RBX1 RFC3 RFC4 RFC5 RIDA RMI1 RNASEH2A RPA3 RRM2 SEPHS2 SFT2D2 SHMT1 SLC39A14 SLC43A3 SLC6A12 SLCO4A1 SMC2 SNUPN SPAG5 SPATS2L SPDL1 SPRED2 SRPK1 STIP1 STMN1 SUCLG1 TALDO1 TBC1D8 TK1 TMEM106C TMPO TNS3 TOP2A TOR1A TP53BP1 TPX2 TRAP1 TRIP13 TUBA1B TUBA1C TUBB TUBB6 TUBG1 TXNL1 TYMP TYMS UBE2A UCK2 UNG VDR WARS1 WDR76 ZNF189 ZWINT GSE36476_CTRL_VS_TSST_ACT_40H_MEMORY_CD4_TCELL_OLD_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36476_CTRL_VS_TSST_ACT_40H_MEMORY_CD4_TCELL_OLD_UP ACACB ACTR5 ADD3 ADGRV1 AFF1 AMT ANXA1 APBB1IP AQP3 ARGLU1 ARHGEF18 ARL4A ARL4C ASIC1 ATF7IP2 ATMIN ATP6V0A1 ATP6V1G1 ATXN7 BAIAP2L2 BTN3A1 C11orf21 CADM1 CBFA2T3 CCL16 CD69 CDH17 CHD1 CHI3L2 CIRBP CLDN6 CLSTN1 CNTN2 CPS1 CR2 CYP4F12 DAZAP2 DCAF4 DGKD DNAJB1 DNAJB9 DPEP2 DPF3 DTX4 DUSP1 DYRK2 EEF1D EFCAB6 ELF2 EPHA4 ERC2-IT1 FABP7 FAM204A FAM8A1 FCGRT FOS FOSL2 FPR1 FYB1 GABRB2 GATA3 GCNT3 GNAQ GPR88 GRIN1 HBQ1 HRG HSF2BP HTR1E IFITM1 IL11RA IL17RA IPCEF1 IQSEC1 IRS2 ITGB1 ITGB2 JOSD1 JUN KAT6B KCNH2 KIAA1614 KLF2 LARS1 LDB3 LILRA6 LINC00667 LINC01260 LIPT1 LONP2 LRIG2 MAGEA5P MARCHF8 MAS1 MATN1 MC1R MCF2L MED13L MNT MOAP1 MPPED1 MROH7 MXI1 MYBL1 MYCN MYEF2 MYH11 NCOA1 NKTR NLRP3 NPY2R NR3C2 NR4A2 OLFML3 OSER1 P2RX1 PBX3-DT PBXIP1 PDE1A PDK1 PDZD8 PDZRN4 PFN2 PHF24 PIK3IP1 PLCD1 PLCL2 PLIN1 PPARGC1A PPP1CB PREX2 PTCH1 PTGER4 PTP4A1 PTPRE PXDN PZP RAD52 RALGAPA1 RAP1GAP2 RASGRP2 RBM48 RHBDF1 RHPN1-AS1 RIPOR2 RLF RORA RPL10P17 RPL23AP53 RPL34 RPS27 SEMA3G SGK1 SIK1 SLC16A10 SLC17A9 SLC2A3 SLC7A2 SLC8A1 SORL1 STAT2 SUN2 TAS2R13 TBC1D30 TENT5C THBS2 THUMPD1 TLR3 TMX4 TNFRSF10B TNNC2 TOB1 TRAM1 TRIB2 TSC22D3 TSPYL1 TTC17 TXNIP UBE2G2 USP19 USP3 USP36 USPL1 VCPIP1 WIPF2 WNT10B WNT7A XYLT1 YPEL5 ZBP1 ZBTB20 ZBTB43 ZBTB5 ZC3HAV1 ZFP36L2 ZNF331 ZNF395 ZNF529 GSE36476_CTRL_VS_TSST_ACT_40H_MEMORY_CD4_TCELL_YOUNG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36476_CTRL_VS_TSST_ACT_40H_MEMORY_CD4_TCELL_YOUNG_DN ABCG2 ACOT7 ACTG1 ACY1 AIM2 AIMP2 ALAS1 ALDH2 ASPM AURKB BATF BATF3 BIRC5 BLM BRCA1 BRCA2 BYSL C3orf14 CALML4 CCDC51 CCL17 CCL22 CCNB1 CCNB2 CCNE1 CCNE2 CD200 CDC20 CDC25C CDC45 CDCA3 CDCA8 CDK2AP1 CDKN3 CENPA CENPE CENPM CENPS CENPU CEP55 CHAF1A CISD1 CKAP5 CKS1B CKS2 CLIC2 CSNK2B CTLA4 CTNNA1 CTPS1 DCTPP1 DHCR24 DHFR DNAJB6 DTL DTYMK DUT ESPL1 EXOSC4 FABP5 FAH FANCA FANCG FEN1 FH FIBP GALE GBAP1 GCNT1 GINS2 GINS3 GMPPB GRK3 HILPDA HJURP HMBS HMMR HPRT1 IFI30 IL12RB2 IL1R1 IL1R2 IL2RA IMMT INSM1 IPO5 IRF4 JPT2 KCNK5 KIF11 KIF18B KIF20A KIF23 KIF2C KIF4A LAMP3 LGMN LIG1 LIG3 LMNB2 MCM10 MCM2 MCM4 MCM5 MCM7 MCUR1 METTL13 MKI67 MRPL20 MRPL35 MRPS18B MYL6B MYOF NCAPG NCAPG2 NCAPH NME1 NQO1 NUSAP1 PAICS PALB2 PCK2 PCLAF PCNA PFAS PGAM1 POLA1 POLA2 POLE2 PPCDC PRDX4 PTPN7 PUS7 PXMP2 PXMP4 RAB38 RACGAP1 RAD51 RAD51D RAD54L RBBP8 RBM4B RFC4 RPA3 RRM2 SAC3D1 SHMT1 SKA1 SLC25A5 SLC39A14 SLC43A3 SLC6A12 SLCO4A1 SMC1A SORD SPAG5 SPATA5L1 SPRED2 SRPK1 SRSF1 STIP1 STMN1 STT3A TALDO1 TARS1 THOC6 TIMM13 TJP2 TK1 TMEM106C TMEM140 TOP2A TP53BP1 TPI1 TPX2 TRIP13 TTI2 TUBA1B TUBA1C TUBB TUBB6 TUBG1 TXLNA TXN TYMP TYMS UBE2C UBL4A UCK2 UMPS UQCC1 VANGL1 VDAC3 VDR WARS1 WDR77 YWHAH ZBED2 ZNF282 ZWILCH GSE36476_CTRL_VS_TSST_ACT_40H_MEMORY_CD4_TCELL_YOUNG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36476_CTRL_VS_TSST_ACT_40H_MEMORY_CD4_TCELL_YOUNG_UP ADD3 AMT ANXA1 AQP3 ARHGEF18 ARID5B ARL4A ARL4C ATG12 ATG14 ATMIN ATP2B1 ATP2B2 BTG1 BTRC CAPN3 CAPRIN2 CASP8 CCNL1 CD177 CD48 CD69 CDC42SE1 CDR2 CERNA1 CFH CHD1 CIRBP CLK1 CNOT2 CRTC3 CRY2 CTSF CXCR4 CYTH1 CYTH4 DAZAP2 DNAJB1 DNAJB9 DPEP2 DSC1 DSTYK DUSP1 DYRK1A DYRK2 EEF1D ENTPD4 EPHA4 EVI2B EZH1 FAM13A FAM53B FAM8A1 FCGBP FGF9 FOS FOSB FRAT1 GABPB1-IT1 GOLGA4 GOLGA7 GPR183 GSE1 GZMK HDAC4 HECA HIC2 HSD17B11 IL10RA IL11RA INPP5A INPP5D IRS2 ITGB2 JADE1 JUN KANSL2 KAT6B KIAA0513 KIF21B KLF11 KLF2 KLF7 KLHL20 KLRB1 KLRG1 LAPTM5 LEF1 LEPROTL1 LINC01260 LLGL2 LPCAT3 LYPD3 MAPRE2 MARCHF8 MED6 MGAT4A MOAP1 MTMR10 MX2 MXI1 MYLIP NBPF10 NDEL1 NEFL NLRP3 NOX4 NR3C2 NUP160 PADI2 PBX3-DT PBXIP1 PCF11 PCMTD2 PDCD4-AS1 PELI1 PER1 PFN2 PIK3CA PIK3IP1 PIK3R1 PITPNC1 PLAC8 PLCL2 PPP1CB PTGER4 PTP4A1 PTPN4 PXN RAB11FIP2 RAD52 RALGAPA1 RALGPS1 RAP1GAP2 RASGRP2 RBM48 RFPL3 RGCC RIPOR2 RLF RNASET2 RNF44 RORA RPL34 RPL35A RPS27 RRN3P1 SARAF SEMA4C SERINC5 SETD2 SGK1 SIGIRR SIK1 SIK3 SLC16A2 SMAGP SMIM10L1 SMURF1 SORL1 SPINK2 SUN2 TCTA TENT5A TENT5C TIPARP TMEM123 TMEM127 TMEM41B TMX4 TNFAIP3 TNFRSF10B TNIK TOB1 TOX TPT1 TRAPPC10 TRIB2 TRMT2B TSC22D3 TSPYL1 TSPYL4 TTC17 TUG1 TXK TXNIP UBL3 UQCRB USP3 USP34 YPEL5 ZFP36L2 ZMYM5 ZNF131 ZNF136 ZNF14 ZNF331 ZNF639 GSE36476_CTRL_VS_TSST_ACT_72H_MEMORY_CD4_TCELL_OLD_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36476_CTRL_VS_TSST_ACT_72H_MEMORY_CD4_TCELL_OLD_DN AARS1 ACOT13 ACOT7 ACTG1 ALAS1 APOL1 ASPM ATF6 AURKA AURKB BDH1 BLM BUB1B CCDC51 CCNA2 CCNB1 CCNB2 CCNE1 CCT3 CCT4 CDC20 CDC6 CDCA3 CDK2AP1 CDK4 CENPA CENPF CENPM CENPU CEP55 CEP76 CKAP5 CKS1B CLCC1 CLTC COL6A3 COMMD4 CORO1C CSTF2 CTPS1 CTSH CYC1 DHRS7B DLGAP5 DPP3 DTL EBNA1BP2 EGR3 EMC9 ESPL1 FADD FAH FAM50B FANCE FANCG FANCI FEN1 FH FOCAD FOXM1 FUCA1 GART GATB GBP2 GINS2 GLA GLB1 GLRX2 GMPPB GNPDA1 GOT1 GOT2 GSDME GSTO1 GTDC1 GTF2H4 HAUS4 HJURP HMGB3 HMGN2 HMMR HNRNPAB IARS1 ICMT IL1R1 IL2RA IRF4 JPT1 JPT2 KEAP1 KIF11 KIF20A KIF23 KIF4A LAMP3 LIMA1 LXN LYRM4 MACROH2A1 MCM10 MCM2 MCM4 MCM5 MCM7 MED8 MELK METTL5 MFSD5 MIS18A MKI67 MLYCD MMUT MRPL11 MRPL15 MRPL18 MRPS14 MTCH2 MTHFD1 MYB MYL6B MYOF NAP1L4 NCAPG NCAPG2 NCAPH NCBP1 NDUFA6 NDUFS2 NEDD4 NIT2 NME1 NUDT1 NUP93 NUSAP1 OIP5 PAICS PCCB PCLAF PGAM1 PLK4 POLD3 POLE2 PSMB2 PSMB5 PSMD2 PSMG1 RAB33A RACGAP1 RAD51 RAD51C RAD51D RBBP8 RBM4B RFC4 RIDA RNASEH2A RRM2 SEPHS2 SHMT1 SLC43A3 SLC47A1 SLCO4A1 SMARCAL1 SMC2 SMCO4 SNRNP25 SNUPN SNX1 SPAG5 SRSF1 STMN1 SUCLG1 TARS1 TEX10 TIMELESS TIMM8B TK1 TMEM106C TMPO TOP2A TP53BP1 TPI1 TPX2 TRIM32 TRIP13 TUBA1B TUBA1C TUBB TUBB2B TUBG1 TYMS UBE2C UCK2 UNG VDR WARS1 ZBED2 ZNF189 ZWILCH ZWINT GSE36476_CTRL_VS_TSST_ACT_72H_MEMORY_CD4_TCELL_OLD_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36476_CTRL_VS_TSST_ACT_72H_MEMORY_CD4_TCELL_OLD_UP ABO ACP3 ACTR5 ADAM22 ADD3 ADGRE3 ADRA2A ANXA1 ARGLU1 ARHGEF3 ARL4A ATG10 ATMIN ATP6V1G1 BBOX1 C1orf115 C1orf54 C4BPA CBFA2T2 CBFA2T3 CD69 CDK14 CEBPD CHN2 CILP CIRBP CPS1 CRCT1 CRY2 CXCR4 CYB561 CYP26A1 DAB2 DAZAP2 DCAF4 DGKD DLK1 DNAJB1 DUSP1 DYRK2 EEF1D EPHA4 ESRP1 FAM13A FCGRT FCHSD2 FOS FPR1 FYB1 GABRB2 GALNT11 GCGR GDPD5 GFPT2 GLYAT GNAO1 GPRASP1 GSTK1 HAO1 HFE HGF HIC2 HMHB1 HOXC6 HTR1E IDS IFITM1 IGFBP3 IL11RA INPP5A INSL4 IQSEC1 IRS2 ITGB5 JAM3 JOSD1 JUN KAT6B KLF7 LARS1 LEF1 LINC00667 LINC01260 LIPT1 LONP2 LRIG2 LRIT1 MADD MAPK1IP1L MARCHF8 MATN1 MCF2L MLLT11 MNT MOAP1 MPPE1 MX2 MXI1 MYBL1 N4BP2L2 NKTR NLRP3 NME8 NNMT NOL3 NOMO3 NOS1AP NPBWR2 NR3C2 NR4A2 NRSN2 OSER1 OVGP1 P2RX1 PBX3-DT PCBP3 PCDHGC3 PCF11 PDK1 PDZD2 PDZD8 PFN2 PHF11 PLCL2 PLEKHA1 PLK3 PPP1CB PPP1R2C PPP1R3A PRPH PSD3 PTCH1 RAD52 RAP1GAP2 RASGRP1 RASGRP2 REN RFPL3 RGCC RIPOR2 RLF RPL23AP53 RPL34 RPS29 RYK S100A7 SAR1A SCARB2 SECISBP2 SEMA3G SEMA4C SETD2 SFTPC SGK1 SIK1 SLC16A10 SLC28A2 SLC2A3 SLC2A9 SLC5A5 SMAGP SORL1 SPRY1 SRY STOM TBC1D4 TBC1D5 TCEAL2 TENT5C THUMPD1 TIMP3 TKTL1 TLR3 TMX4 TOB1 TRAM2 TRPM3 TSC22D3 TTC17 TUBA1A TXNIP UBL3 UGT2B17 USP3 USPL1 VAV2 WNT7A YPEL5 ZBTB20 ZBTB43 ZFP36L2 ZNF136 ZNF236 ZNF331 ZNF37BP ZNF395 ZNF516 ZNF529 GSE36476_CTRL_VS_TSST_ACT_72H_MEMORY_CD4_TCELL_YOUNG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36476_CTRL_VS_TSST_ACT_72H_MEMORY_CD4_TCELL_YOUNG_DN ACAA2 ACO1 ACOT7 ACTG1 AGO3 AIMP2 APOLD1 ASPM AURKA BATF BATF3 BDH1 BIRC5 BMAL2 BUB1 BUB1B C3orf14 CCDC51 CCNB1 CCNB2 CDC20 CDC25A CDC45 CDC6 CDCA3 CDCA8 CDKN3 CENPA CENPE CENPM CENPS CEP55 CHEK1 CISD1 CKAP5 CKS1B CKS2 CORO1C CPPED1 CTNNA1 CTPS1 DCTPP1 DHFR DHX32 DLGAP5 DNAJB6 DPP3 DSN1 DTL DTYMK DUT EGR3 ELOVL6 ERCC6L ESPL1 EXOSC4 EXTL2 FABP5 FAH FANCI FANCL FBXO5 FEN1 FH FIBP FOXM1 GBAP1 GCNT1 GGH GINS2 GK GLA GLRX2 GMNN GPN3 GPR19 GRK3 GSTO1 HILPDA HMGB3 HMMR HSPA1A IFI30 IL1R1 IL1R2 IL2RA IMMT JPT2 KIF11 KIF15 KIF20A KIF2C KIF3B KIFC1 LAMP3 LBHD1 LGMN LMNB2 MAP7D3 MCM10 MCM2 MCM5 MCM7 MCUR1 MEAK7 MED14 METTL13 MIS18A MKI67 MLEC MRPL19 MRPL35 MYB MYCBP MYL6 MYL6B MYOF NCAPG NCAPH NEIL3 NME1 NQO1 NUSAP1 OIP5 PAFAH1B2 PAICS PBK PCK2 PCLAF PCNA PFAS PGAM1 POLA1 POLA2 POLE2 POLQ POLR2H PPCDC PSEN2 PSMB2 PTTG1 PXMP2 RAD51 RAD51AP1 RAD51D RAD54L RB1 RBBP8 RBM4B RFC4 RPA3 RPP40 RRM2 SAC3D1 SAP30 SFT2D2 SHCBP1 SLC25A5 SLC43A3 SMC1A SMCO4 SPAG5 SPATA5L1 SRM SRSF1 STIL STMN1 STT3A TALDO1 TARS1 TBL2 TIMM10 TJP2 TK1 TMEM106C TNFAIP1 TOP2A TPGS2 TPI1 TPM4 TRAIP TST TTF2 TTI2 TTK TUBA1B TUBA1C TUBB6 TUBG1 TXN TYMS UBE2C UBFD1 UMPS VDR WARS1 ZBED2 ZNF248 ZNF706 ZWINT GSE36476_CTRL_VS_TSST_ACT_72H_MEMORY_CD4_TCELL_YOUNG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36476_CTRL_VS_TSST_ACT_72H_MEMORY_CD4_TCELL_YOUNG_UP ADD3 AMT ANXA1 APBA2 ARHGEF18 ARL4A ARL4C ATG14 ATP2B1 ATXN7 BTG2 CAPRIN2 CCDC59 CCNL1 CD300A CD69 CDR2 CFH CHD1 CIRBP CITED2 CKAP4 CLK1 CLK4 CNOT2 COQ10B CREBBP CRTC3 CRY2 CXCR4 DAZAP2 DIDO1 DNAJB1 DNAJB9 DSTYK DUSP1 DUSP2 DYRK1A DYRK2 ELF2 ENTPD4 EPHA4 FAM13A FBXO21 FCGRT FNDC3A FOS FOSB FRAT1 GOLGA4 GPR183 GPRASP1 GZMK HAUS3 HBB HECA HLA-F HLA-G IFIT1 IFITM1 IFITM3 IL10RA IL11RA IL6R IL7R IRS2 ITGB2 ITPR3 JADE1 JADE2 JAM3 JUNB KANSL2 KAT6B KIAA0513 KLF11 KLF2 KLF3 KLF6 KLF7 KLHL20 KLRB1 KLRG1 LEPROTL1 LINC00623 LMX1B LONP2 LPIN1 LYPD3 MAPK1IP1L MARCHF8 MBIP MBNL2 MED6 MGAT4A MGP MOAP1 MX2 MXI1 MYLIP NAIP NBPF10 NCK2 NDEL1 NEFL NKTR NLRP3 NR3C2 NR4A2 NUP160 PATJ PBXIP1 PCMTD2 PDCD4-AS1 PELI1 PER1 PFN2 PHC1 PIAS2 PIK3C2B PIK3IP1 PIK3R1 PLCL2 PLK3 PNISR PPP1CB PPP4R3A PRKCB PTGER4 PTP4A1 PXN RAB11FIP2 RABL3 RALGAPA1 RALGPS1 RAP1GAP2 RASGRP2 RASSF8 RGCC RHBDL1 RIPOR2 RLF RNASET2 RNF11 RNF44 RORA RPL10L RPL35A RPL38 RPS27 RRN3P1 SARAF SCML1 SEMA4C SERINC5 SETD2 SGK1 SH2B3 SIGIRR SIK1 SLC2A3 SMURF1 SORL1 SPINK2 STOM TCTA TENT5A TENT5C TIMP1 TIPARP TMEM123 TMEM127 TMEM185B TMEM41B TMEM63A TMX4 TNFAIP3 TNIK TOB1 TSC22D1 TSC22D3 TSPOAP1 TSPYL1 TSPYL2 TSPYL4 TTC17 TXNIP UBL3 USP3 USP34 UVRAG VCPKMT YPEL5 YTHDF3 ZFP36L2 ZNF136 ZNF331 ZNF639 GSE36476_YOUNG_VS_OLD_DONOR_MEMORY_CD4_TCELL_16H_TSST_ACT_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36476_YOUNG_VS_OLD_DONOR_MEMORY_CD4_TCELL_16H_TSST_ACT_DN AASS ACE ADAM3A ADD3 ADIRF ADTRP AGBL2 AKAP10 ALPK3 AMELX ATP5F1E B3GAT1 BAZ1A BLTP1 BMP15 BNIP3L BPESC1 BPHL C1D CARMIL1 CAST CBX4 CBX7 CCDC30 CCKAR CCNG1 CCNG2 CCS CD55 CDCP1 CEP295 CEP83 CIT CKMT2 CLDN4 COL10A1 COL6A1 CSF2RA CSN2 CSPP1 CTSE CXCL5 CXCR4 CYP2B7P DEFA6 DMTF1 DMXL1 DNAL4 DNASE1L2 DROSHA EGFL6 ELN EML4 ENOX2 ENSG00000289047 ENTPD4 EPHX2 EPM2AIP1 ESR1 EXOSC10 FAM13A FAM30A FCHSD2 FHIT FHL2 FKBP14 FRAT1 FRYL FUCA1 GALC GATB GATC GLIPR1 GNAT3 GPD1 H2BC9 H3C1 HADH HLA-F-AS1 HMGB1 HTR1B IFNA1 IFNA7 IFT46 IKBKB IL25 IMPACT INSRR KANK1 KBTBD11 KCNQ1DN KIF24 KIFC1 KITLG KLF6 KLRC4 KRT75 LARP6 LIPT1 LRRK1 LYRM2 MAFB MAFK MBNL1 MED18 MGAM MMP11 MYF5 N4BP2L2 NAP1L2 NBAS NDC80 NDST3 NDST4 NEFL NELL2 NEMP1 NFKB2 NFU1 NHLRC2 NKX2-8 NME8 NOD2 NOS3 NPEPPSP1 NPIPB15 NR3C2 NUCB2 NXPH4 OPCML P2RY10 PCDHGA10 PDSS2 PGAP3 PHLDB1 PLEKHF1 PNISR PNRC2 POMZP3 PPP1CB PPP1R3C PRICKLE3 PRKAB2 PSIP1 PTCH1 PTGIR PTPN22 RAD21 RAD23B RBM5 REEP4 RGS17 RLF RPL23A RPL23AP53 SCRT1 SH2B3 SH3BGRL SLC38A4 SLC3A1 SLC9A8 SLCO1B1 SMIM27 SNAP25 SP140 SP140L SRP9 SSTR2 STAP1 SURF1 SYN1 SYNJ2BP TAP2 TASL TFB1M TMEM168 TMEM242 TMPRSS2 TOX TRAPPC10 UBAC1 UPK1A USP27X USP46 VWA8 WDR1 WDR19 ZFYVE16 ZKSCAN8 ZMAT4 ZNF254 ZNF35 ZNF407 ZNF589 ZNF606 ZNF654 ZNHIT1 GSE36476_YOUNG_VS_OLD_DONOR_MEMORY_CD4_TCELL_16H_TSST_ACT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36476_YOUNG_VS_OLD_DONOR_MEMORY_CD4_TCELL_16H_TSST_ACT_UP ABCA8 ABHD10 ACKR2 ADAMTS9 ADH7 AFAP1 AFF4 AGPAT5 ALLC AMPH ANK1 ANKRD28 APOB ARHGEF15 ARPC5L ASB13 ATP10B ATP1A2 ATP6V0B AUTS2 BCL2L13 BLMH BMX BRINP1 C2orf49 C3AR1 CA11 CACNA1H CAMSAP1 CCDC102B CCDC86 CCL25 CCT2 CD151 CDH19 CDK10 CDK20 CHMP7 CIAO1 CIDEB CISD1 CLCA1 CLN6 CTPS1 CXCL1 CYP11A1 CYP2B6 CYP4A11 CYP4F3 DCLRE1A DDB1 DHCR7 DHODH DHRS7B DMD DNAI2 DNAI7 DNMBP DRD5 DST DUOX1 ELOB ELOVL4 ELP4 ELP5 ERAP2 EXOG EXOSC4 FAM110B FAM149A FBLN1 FDFT1 FGF17 FOCAD FPR2 FXYD7 GFRA1 GLT8D2 GNAO1 GPR31 GSTT2 GTF3A GYPA HARS1 HAS1 HBE1 HES2 HESX1 HS3ST1 HSPA14 HTR3A IGF2BP3 IL22RA1 KCNJ1 KCNQ3 KCNS1 KIR3DX1 KLHL29 KLHL41 KPTN KRT33A LINC00939 LIPC LUZP4 MAP3K20 MAP3K7CL MAP4K3 MCMBP ME2 METTL13 MFSD5 MICA MOGS MRM1 MRM3 MSTN MYH8 MYL1 MYO16 NAT10 NDN NEO1 NOL4 NOP14 NREP OLFML2A OR2C1 OTUD7B PCDHB6 PDE1A PDK4 PDLIM5 PENK PLEKHH3 PLPPR4 PMM2 PMVK POLG POLQ POPDC2 PPP2R2B PPT2 PRB3 PRELID3A PRR34 PRUNE1 PSMB2 PSMB6 PTCH2 PTPN21 PTTG3P PUF60 RAB6B RFPL3S RHOBTB3 RPL8 RRP1B SCGB1A1 SERPINB10 SERPINB4 SLC12A1 SLC12A5 SLC13A1 SLC25A11 SLC30A10 SLC43A3 SMAD5 SMTN SNX27 SP1 SPSB1 SRPRB SSX1 STAMBPL1 STK24 STX4 TAP1 TAPT1 TEX2 TFDP3 TGFB3 TIMM22 TMX2 TRIL TRIM46 TTC23 TUBA8 UQCRFS1 WARS1 WDR70 WNT8B YIF1A ZDHHC14 ZIC3 ZNF214 ZNF682 GSE36476_YOUNG_VS_OLD_DONOR_MEMORY_CD4_TCELL_40H_TSST_ACT_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36476_YOUNG_VS_OLD_DONOR_MEMORY_CD4_TCELL_40H_TSST_ACT_DN ABHD3 ACOT7 ACP5 ACVR1 ACYP2 ADTRP ALDH2 AMIGO2 ANKLE2 APEH ATP11A ATP11B ATP2A2 ATP6AP1 BABAM1 BCAR3 BCKDK BCL6 BCR BID BLTP1 BSCL2 C11orf21 C1D CALM3 CBY1 CCDC22 CDK11A CDK17 CDK5 CHSY1 CLIC1 CLK2 COMMD10 COX6A1 COX8A CREB3L2 CREG1 CSRNP2 CSTB DAP DAPK1 DGUOK DHRS3 DMAC2 DNAJB14 DOP1A DPM2 ECHS1 EGR1 EGR3 EIF3F EPHX2 ERCC3 ERMAP EXT2 EYA3 F2R FAM13A FAM204A FHIT FLII GADD45B GARRE1 GATAD1 GATD3 GCC1 GON4L GPS1 GRAMD1C GRK5 GSTM4 GTPBP8 H2AZ2 H2BC12 H4C11 HACD1 HDAC4 HEXIM1 HINFP HIVEP1 HLA-DMA HLA-DQA1 IL7 INTS9 KANK1 KCNN4 KIAA0408 LAGE3 LIN7B LMBR1L LRPAP1 LUC7L MAD1L1 MAGT1 MAP3K14 MAP4K4 MBD1 MED23 MEF2A METTL9 MICAL1 MPI MRPS15 MYD88 MYL12A NAP1L2 NCK2 NCOR2 NDUFS3 NEFL NFKB2 NFKBIE NID2 NOD2 NPEPPSP1 P3H1 P4HTM PAF1 PBX3 PDCD6 PI4K2A PI4KA PIAS3 PLEKHA1 PLEKHB1 PLPP1 PMM1 POLR2G POMZP3 PRKAB1 PRKCA PRKCD PRKCZ PSMB4 PTGER2 RAB33A RAF1 RALGDS RASSF1 RBM6 RHOC RNF114 RPL9 RPS20 SEC23A SEC31A SERPINB9 SIRT7 SLC15A3 SLC25A38 SLC35G2 SMUG1 SNRPD2 SOS2 SPRED2 SQSTM1 SSNA1 STK38 SURF1 SYNGR2 TALDO1 TBC1D1 TBC1D8 TFIP11 TGFBR3 TMEM168 TNFRSF1B TPD52L2 TRAF3 TRIP12 TSC22D3 TTN TUSC2 TXK TYK2 UBASH3A UBR2 UCKL1 UGCG UPP1 VAMP1 VASH2 VTI1B WASF2 YY1AP1 ZC3H7A ZFYVE21 ZNF133 ZNF189 ZNF202 ZNF266 ZNF274 ZNF337 ZNHIT3 ZSCAN32 ZSWIM8 GSE36476_YOUNG_VS_OLD_DONOR_MEMORY_CD4_TCELL_40H_TSST_ACT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36476_YOUNG_VS_OLD_DONOR_MEMORY_CD4_TCELL_40H_TSST_ACT_UP ABI3BP ACKR1 ADGRB3 ADIPOQ AGMAT AGR2 ALPK3 APBA1 APCS APLP1 ARL4D ARSD ASAP3 ASH1L ASPA ATF4 ATG16L1 ATP6V0D1 AUTS2 AVPR2 B3GNT4 BAALC BCAT1 BCL11A BMP7 BRCA2 BTK BTNL2 C11orf16 C1QL1 CACNA1C CACNA1H CBFA2T3 CD8A CD93 CFAP69 CGREF1 CNKSR1 COL19A1 COL8A2 CPA2 CRABP2 CRHR1 CRYGD CUBN CWH43 CYBB CYP2A13 DGCR5 DNAJB5 DNAJC11 DTX4 DYRK3 ELN EPM2A EPPIN EPS15L1 ERAP2 ESRRA FFAR2 FOXC1 GABRA2 GABRR2 GCNT3 GFER GFPT2 GJA9 GML GNRHR GPR63 GPRIN2 GRM3 GUCA1B GUSBP11 HIF3A HIGD1B HMGA2 HOXD1 HP HSF2BP HTR1E HYAL1 ICAM5 IGF1 IL1RAPL1 ITGAX ITGBL1 ITIH2 JAK3 KLK10 KLK14 KLK7 KRT20 KRT34 LIFR LILRA4 MAGEC2 MAGEC3 MALL MAP1LC3C MAPK4 MARCO MC2R MCF2 MLXIPL MN1 MOXD1 MPPED1 MTARC2 MYCT1 MYH11 MYL3 N4BP3 NEU2 NONO NPHS1 NR0B2 NR1I3 NRDE2 NRIP2 NXF2 OAS2 OLFML3 OPRK1 OR2H2 OR2W1 OR51E2 OVOL2 P2RX1 PCDHGA11 PDE1A PHF24 PI15 PLPP2 PMP2 PPBP PPP1R9A PREX2 PROM1 PTPRN RAB8A RAC1 RANBP17 RARB REEP4 REPS2 RFX4 RHOBTB3 RIPPLY3 ROBO4 RPL23 RPL38 RPS24 RSAD2 SCUBE2 SDC1 SERPINA3 SHMT1 SIRPA SKA1 SLC13A3 SLC1A1 SLC24A3 SLC2A9 SLC6A15 SLC7A10 SMG7-AS1 SORD SP1 SPARC SPIB SPRY4 SSR1 SYNCRIP TAS2R13 TAS2R3 TFF3 TMED2 TMEM151B TMEM209 TRIM45 TSPO2 TTLL7 UCHL1 UNC5C UNC93B1 WT1 XIAP XRCC5 YWHAB ZBBX ZNF215 ZNF22 ZNF646 ZSCAN12 GSE36476_YOUNG_VS_OLD_DONOR_MEMORY_CD4_TCELL_72H_TSST_ACT_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36476_YOUNG_VS_OLD_DONOR_MEMORY_CD4_TCELL_72H_TSST_ACT_DN AANAT AASS ABCA5 ACP5 ACTR1B ADARB1 AFF4 AFTPH AGO1 AMIGO2 ANKRD27 AOAH APMAP ARGLU1 ATP8A1 ATXN2 B3GALT2 BBS1 BCAS3 BCL6 BNIP3L BPHL BSCL2 BTD BTN3A1 CAB39L CAMK4 CAPRIN2 CBY1 CCNG1 CCR7 CD200 CD302 CD70 CD82 CLK4 CNOT4 CPT2 CRLF2 CSAD CSF1 CSF2RA CSF2RB CTSO CWC25 CX3CR1 CXCL13 CYP39A1 DAPK2 DCP1A DHRS3 DRAM1 DUSP1 DYNLT3 ECHDC2 EIF3H EML2 ENTR1 EPB41L3 EXT1 FAM13A FHIT FOXN3 FRG1JP FYB1 GARRE1 GLCE GNRH1 GOLGA8A GPR137B GPR39 GSDME H2AC18 H2BC7 HBP1 HCK HCP5 HEBP2 HLA-DMA HLA-DPA1 HLF IFI30 IL21R IL5 IL9 ING4 ITIH4 KIF3B LIN7B LIPT1 LRRC37A2 MAGEH1 MAML1 MANBA MAP1LC3B MARCHF6 MEGF9 METTL22 MMP20 MTCP1 MTERF4 MXI1 MYLIP N4BP2L1 N4BP2L2 NAT9 NDUFAF7 NELL2 NFU1 NLK NPEPPSP1 NR3C1 NR4A2 NSA2 NSUN5P2 NTRK1 OGG1 OXLD1 PARP3 PARP4 PATJ PCGF3 PCMTD2 PDCD2 PDE3B PDE6B PDZD8 PIGL PIK3IP1 PLEK PLEKHA1 PNISR PNLIP PNPLA2 PNPLA4 POGLUT1 POMZP3 PRICKLE3 PRKAB1 PRKCB PRPF40A PRR5L PTCH1 PTGIR RBM47 RBM5 RBPJ RFX5 RGS16 RMC1 RPS14 RSAD1 SARAF SART3 SCML1 SEMA3E SH2B3 SIK2 SIRT4 SLC11A2 SP140L SPG11 SPOP SPRED2 ST8SIA1 STX11 STX16 SUGP2 SYNJ1 SYT11 TCEA2 TFG TGIF1 TIAM1 TMEM243 TNFRSF9 TRAPPC13 TREM2 TRIM22 TRIM33 TRIM38 TRIP10 TSPAN14 TTN VPS35 VWA8 ZBED5 ZFYVE21 ZNF16 ZNF248 ZNF266 ZNF281 ZNF345 ZNF37BP ZNF41 ZNF767P ZNF816 ZSCAN32 GSE36476_YOUNG_VS_OLD_DONOR_MEMORY_CD4_TCELL_72H_TSST_ACT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36476_YOUNG_VS_OLD_DONOR_MEMORY_CD4_TCELL_72H_TSST_ACT_UP AAMDC AARSD1 ABCB1 ADARB2 ADGRE2 ADIPOQ ARHGEF10L ATP4A BEAN1 CA8 CACNB2 CALB1 CARMIL1 CBFA2T3 CCL2 CCZ1 CD8B CD93 CEACAM3 CEBPD CENPM CES1 CFAP68 CHAF1A CHRNA5 CHRNA6 COL3A1 COQ7 CPLANE2 CPPED1 CR1 CTSC CXCL2 CXCL8 DACH1 DCAF4 DGCR5 DNAAF5 DNMT3B DUS2 ECHDC3 EEF1AKMT2 EFNB2 EIF2B5 ELOVL6 EPB41 EPHA3 ESRRG FAM124B FANCC FEZ1 FGL1 FICD FOXF1 FOXN2 FSHR GFPT2 GFRA1 GINS2 GLRA1 GNAI1 GP6 GPR12 GRIA1 GRM3 GRM4 GTF3A HAS1 HAVCR1 HECW1 HMGB3P30 HMGN1 HMHB1 IBSP IFI27 IL33 INCENP INSL6 ITGA2 ITGB1BP2 ITGB8 ITIH2 JPT1 KCNJ6 KCNV2 KHDRBS2 KIF20B KIF2C KIR2DL2 KNOP1 KRTAP1-3 LAMA1 LARS1 LDAF1 LMAN2L LRIG2 LTBP1 MAGEA8 MAPK8 MATN1 MC4R MFAP3L MICB MIR124-1HG MMP1 MORC1 MSTN MTMR11 MYBPC2 MYL3 MYO15A MYO19 MYOM2 NANS NCL NDUFB8 NEFH NOS2 NPHP4 NPTX2 NR1D2 NREP NUDT1 OPRD1 OPTN OTUD3 OVOL3 PBX2 PCBP3 PCDHB12 PCDHB13 PCP4 PDE11A PDLIM4 PEX26 PKP3 PLPP2 PMP2 PODXL PPP1R2C PPP4R4 PRUNE2 PSPN PTPRH PTTG1 PXDN RAB9BP1 RAD51D RAD54L RBMY2FP RBPJL REEP4 REN S100A7 SCNN1B SELE SERPINB7 SH2D4A SLC16A10 SLC16A8 SLC22A5 SLC27A5 SLC2A9 SLC5A5 SOX12 SPATA6 SPRING1 SRP19 STK16 STK24 TAF15 TAS2R3 TBC1D8B TFF2 TM4SF4 TMOD2 TNFSF18 TNMD TNPO1 TNPO3 TPM4 TRAM2 TREML2 TRPV1 TSPYL5 TTC38 TTTY14 TUSC2 UGT2B17 VCAN WNT3 XYLB YWHAH-AS1 YY2 ZC3H4 ZDHHC7 ZNF157 ZNF480 ZNF532 GSE36476_YOUNG_VS_OLD_DONOR_MEMORY_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36476_YOUNG_VS_OLD_DONOR_MEMORY_CD4_TCELL_DN AADAC ADAM5 ADAMTS1 ADCY3 ADH1B AEN AFF3 ALDH4A1 AMT ANKRD2 ANKRD7 ANPEP ANXA2P3 ARHGEF3 ART3 ATP6V0A1 ATRNL1 B4GALT2 BBOX1 BCL2L14 BDKRB1 BEST2 BLNK C5AR2 CACNG5 CCL22 CCN4 CD163 CDK14 CHRM5 CKAP5 CLCC1 CLCN5 CNGB1 CNTN2 CPPED1 CPS1 CPT1A CST5 CTTN CUZD1 DAB2 DGCR5 DLGAP2 DLL3 DNAJC12 DNAJC22 DRP2 EGOT ELOCP28 ELOVL2 EXOSC1 EXTL2 EYA1 FAM131B FAM13A FAM182B FAM204A FCHSD2 FDXR FER1L4 FLJ13224 FOXD1 FSCN3 FST FXYD3 FZD1 GABRE GCNT3 GDF5 GDPD3 GPR88 GPRASP3 GRAMD1C GREM2 GRIK3 GUCY1A1 GYS2 HABP2 HBQ1 HIF3A HLCS HOXC13 HOXD1 HTR1D IBSP IGFBP3 IL13RA1 IL1R2 IL1RN IQSEC3 ITGB5 JAK3 KCNJ10 KCNJ14 KCNQ3 KIR2DL1 KIR2DS4 KIR3DL1 KRT19P2 KRT33B KSR1 L1TD1 LDB3 LEPR LINC00588 LINC01260 LY6G6C MAGEA12 MAGI2 MAMLD1 MAP1LC3C MGAT5 MOBP MPDU1 MROH7 MSH4 MYLK MYOZ2 MZB1 NEFL NEUROD6 NKRF NPBWR2 NRG1 NRN1 NXPE4 OR11A1 PAFAH2 PARP3 PCBP3 PCDHA2 PDLIM3 PDLIM7 PDZD2 PEAK1 PEX11A PKD2L2 PLD1 PLG PLPP3 PMEL POMZP3 PPFIA2 PRLR PRR3 PRR36 PWAR5 RABEP2 RAMP3 REEP1 REN RFPL3 RHBG RNF186 RPL23AP53 RUBCNL SATB2 SCARA3 SEMA5A SERPINF1 SH3GL2 SIX6 SLC25A20 SLC2A9 SLC39A2 SLC6A3 SMG7-AS1 SOBP SOD3 SORCS3 SPACA1 SPAG6 SPO11 SSTR1 SYNGR4 SYT2 TAS2R14 TBX6 TDO2 TEC TESMIN THBD TMPRSS5 TNFSF11 TRPC6 TUBA8 TUBBP5 UBE2G2 UCP1 UNC13B VDR VIPR2 VWF XYLB ZCWPW1 ZNF507 ZNF711 GSE36476_YOUNG_VS_OLD_DONOR_MEMORY_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36476_YOUNG_VS_OLD_DONOR_MEMORY_CD4_TCELL_UP ACSL3 ACTR3B ADAM17 AFF4 AGO2 AKR1C2 ANK1 ARMCX1 ARPC3 ATG2A AUTS2 AZI2 BCL7B C11orf71 C12orf29 C21orf91 CAPNS1 CATSPERB CCDC59 CCL20 CDK2AP1 CDKN3 CEBPD CENPU CEP162 CHAF1A CHD5 CNGB3 COL16A1 COPG2IT1 COX7C CR2 CSNK2A1 CYP2E1 DIP2A DLG5 DNAJB12 DPYS DSTYK E2F8 EEF1E1 ELK4 ELOVL6 ENSG00000274253 ENTPD7 EPB41L4A EPHA4 EPHX1 ERAP2 ERVMER34-1 FBXL4 FDFT1 FOSL1 FZD9 GABPB1-IT1 GID4 GINS2 GNGT1 GPR37 GSPT1 HBE1 HEXIM1 HPGD HS3ST3A1 HSPB7 ID2B IFI44L IL18 IRS1 ITIH2 JAM3 KANSL2 KIF18B KIF3B KLF3-AS1 KLHL11 KLHL29 LEPROTL1 LINC00216 LMF1 LRRC20 LTK MAGED1 MAGEH1 MANEA MAP3K20 MARCHF1 MC4R MED14 MINAR1 MMP10 MNS1 MNT MRC1 MRPL33 MYF6 MYLK3 N4BP2L2 NAIP NDUFA4 NDUFAF4 NEDD4 NOX4 NR2C2 NSMF NT5DC2 OLFML1 OR1G1 OR7C1 P2RY1 PBK PBX3-DT PCLAF PDK3 PER2 PFDN4 PI4KA PIEZO2 PLAUR PLK2 PLOD2 PMM2 POLM POU2AF1 PPP1R3D PRAMEF11 PRR16 PRSS21 PTPRE RABL3 RBM8A RIPK4 RPA3 RPL21 RPL7 RPS23 RPS7 SDC4 SEC24D SEPHS2 SERPINB4 SH3BP4 SHCBP1 SLC18A1 SLC19A3 SLC22A11 SLC22A5 SLC66A1 SNAPC1 SNORA21 SNX24 SORBS2 SPATA2 SPC25 SPICE1 SPP1 SPRY1 SPTSSA SULT1B1 SYNJ2 SYNPO2L TACSTD2 TAX1BP3 TEX41 TIMM8A TIMM8B TIMM9 TMCO3 TMED9 TMEM185B TNFRSF1A TOP2A TRAM1 TRIP6 TSPOAP1 TTC28 TXN TYROBP UAP1 UBE2A UBFD1 UQCRQ VAPA VEZF1 VLDLR WT1-AS WWOX XYLT1 ZC2HC1A ZDHHC4 ZFY ZNF132 ZNF415 ZNF639 ZSCAN12 GSE36527_CD62L_HIGH_CD69_NEG_VS_CD62L_LOW_CD69_POS_TREG_KLRG1_NEG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36527_CD62L_HIGH_CD69_NEG_VS_CD62L_LOW_CD69_POS_TREG_KLRG1_NEG_DN ADA ADCK1 AFF2 ANKRD40 ARID5A ARSI ATP6V0B BAG2 BATF BCL2 BCL2L11 BCL3 BMP6 BMX BTG1 C21orf91 C3orf38 CACNA1C CADPS CAMK1G CAPZB CATSPERG CBLC CCNE1 CDKN1A CDKN2D CHCHD10 CHD4 CIAO2B CISH CLDN10 CNTLN CRLF2 CRTC3 CSF2RA CUX1 CXCL10 DAB2 DFFA DHX57 DOP1B DPYD EEIG1 EIF5A ELAC2 ELOVL6 ELP5 ERBB4 ERG EVX1 EXO1 FAM118B FAM227B FES GAB3 GADD45G GPC6 GPR146 GPX4 GSDMA GSX2 HBG2 HEPH HGSNAT HHIP HIF1A HOOK2 HSD17B13 ID2 IFI35 IFNG IGLL1 IL13 IL15RA IL1RL1 IL33 IL36G IL4R INPPL1 IRF1 JAM3 JUNB JUND KCNA1 KCNAB3 KPNA1 KRTAP13-2 KRTAP19-3 KRTAP8-1 KY LCMT2 LDB2 LDHA LYSMD1 MAGI3 MAK MAP4K1 MARVELD2 METRNL MFGE8 MMP11 MOXD1 MPP7 MSRB1 MYBL1 MYD88 MYORG NABP1 NAGK NEK2 NRK NSMCE1 NUFIP1 NUP43 OLFM3 OSBPL9 OTULIN PABPC4 PADI4 PARD6B PARP14 PARP9 PCDHB12 PCLO PDHA2 PELO PGP PHYHD1 PIM1 PIM2 PIP4K2B PJA1 PLA2G12B PLEKHO1 PLK3 POLR2E PPP1R14C PPP1R8 PRAMEF2 PRDM1 PRDM4 PRKG1 PRSS58 PRXL2B PTPN4 PWP2 RAB18 RAPGEF6 RASAL2 RGS1 RHOH RNASE3 RNF114 RNF19A RNF19B RNPS1 RPS4X SBF2 SCNN1G SDCCAG8 SECISBP2L SEZ6 SFRP2 SGTB SLAMF1 SLC25A19 SLC35D1 SLC39A13 SLC6A18 SOCS1 SOCS3 SOCS6 STAT1 STC1 STX1B SYCP3 TFAP2A TLL2 TMBIM1 TMEM140 TNFAIP2 TNFRSF18 TNFSF8 TRAPPC2L TSPAN12 TTC30A TTC39B TTYH1 TXNL4A TXNRD1 TXNRD3 UNC119 USH1C VPS54 WIPI1 XCR1 ZBTB11-AS1 ZC2HC1C ZNF264 ZSCAN12 GSE36527_CD62L_HIGH_CD69_NEG_VS_CD62L_LOW_CD69_POS_TREG_KLRG1_NEG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36527_CD62L_HIGH_CD69_NEG_VS_CD62L_LOW_CD69_POS_TREG_KLRG1_NEG_UP ADGRG3 ADPRM ADRB1 AIM2 ALKBH4 APPL2 ARHGEF10L ARL4D ATP1B2 ATP6V0A2 ATP6V1D B4GALT1 BMP15 BOLL C3orf14 C8G CA3 CALCB CALU CAPN15 CBFB CCNC CCR7 CD27 CD28 CD320 CENPQ CENPT CERS4 CFAP95 CLDN2 CPT1A CRBN CREB1 CYP1B1 CYP2A6 DBF4 DCTN4 DICER1 DMGDH DNAAF5 DNAJA2 DNAJA3 DUSP10 EMD ENO3 ENTPD4 EOMES EPB41L5 ERF EXOSC10 FAM118A FHL5 FMOD FSCN3 FZD4 GEMIN6 GMFB GMIP GPAM GPHA2 GRB10 GREM2 GYPC HAUS5 HDAC2 HILPDA HMGA2 HMGCR HOXD1 HYAL2 IARS2 IL16 IL1RAP IL36RN INPP5E IP6K1 IPO8 IRX2 KAT7 KCNA6 KDM2B KLF3 LACTB2 MAPK14 MBP MBTPS1 MCM7 METTL27 MFNG MFSD8 MKNK2 MKRN2 MMD MMP14 MSH4 MTCH2 MTFR1 MUC15 MYB NCK1 NEU1 NIF3L1 NIT1 NKAP NOTCH4 NPPA NPRL2 NUP37 OBP2B OGA OSR1 OTX2 PALMD PAPSS1 PDE9A PDXDC1 PFKFB1 PKIA PLCE1 PLEKHS1 PLIN5 PLXDC2 POF1B POLG2 PRG2 PRRT1 PRUNE1 PSCA PTGR3 PUS10 RAB3IP RAB4A RAD1 RAD51B RAI14 RAMAC RAMP3 RASGRP2 RBBP9 RBMX RGS10 RHPN2 RNF7 RPA1 RPE RPL27 RPL9 RPS6KB2 RXFP2 SARAF SASH3 SCFD1 SGPL1 SH2D3C SIAH1 SIRT7 SKP2 SLC10A6 SLC12A3 SLC20A1 SLC25A28 SLC25A51 SLC28A2 SLC46A3 SLC4A1 SMAD7 SMTNL1 SRD5A2 SRGAP3 SS18 SSX2IP TCAF2 TDRP TERF1 TFB1M TFG THTPA TIPRL TMEM199 TMEM60 TMEM98 TPRG1L TRPT1 TTC17 TUBB2A TXNIP UBE2V2 USP1 VPS26C WASF2 ZDHHC16 ZDHHC9 ZFP36L2 ZMYM3 ZNF354C ZNF830 ZNF841 ZYG11B GSE36527_CD62L_HIGH_VS_CD62L_LOW_TREG_CD69_NEG_KLRG1_NEG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36527_CD62L_HIGH_VS_CD62L_LOW_TREG_CD69_NEG_KLRG1_NEG_DN AAMDC ACTN2 ADARB2 ADGRA2 AFM ANXA5 AP2A1 APOM ARMC7 ARMCX4 ASCC1 ATF7 ATOX1 AXIN1 AZGP1 BAIAP2L1 BCAP31 BEX3 BRD4 BYSL C1orf131 C6 CACNA1G CBX2 CCDC115 CCDC92 CEP112 CFAP68 CHDH CILP2 CKAP2 CLDN18 CMC2 CNNM4 COL17A1 CORO2B CPLX2 CRAMP1 CRISP3 CSF1 CTTN CXCL17 CXCR4 CYP2F1 CYP7B1 CYTH2 DDIT3 DGAT2 DLG2 DMBT1 DNAAF4 DNAJB13 DRG2 EBPL ECI1 EDNRB ENPP2 EPB41L5 EPHA4 EPYC ESRRG FAM110A FAM184B FAM222B FANCE FKBPL G0S2 GIPC3 GKN2 GNAT1 GPR84 GPR85 GRHPR GRIN2C GSAP GSDMA GTF2E2 GTF3C5 GUCA1B HLF HSPB8 HTR2C HYAL3 ID3 IER5L IL20 ILKAP ING4 INO80E JARID2 KLHL21 KPNA6 KRT23 LARP7 LBX2 LGALS2 LRRC8A LSM10 LSM14A LYPLAL1 MAGEH1 MAGEL2 MAP2 MFAP3 MGLL MMAB MMP15 MNT MRPL57 MYL6B NFIB NKAPL NOP16 NPAS1 NPPC NRARP OARD1 OSGEP OSGIN1 PAX8 PDGFC PHF13 PHLDA2 PIP5K1C PLAT PLCB3 PLOD3 POMGNT1 POP5 PPIF PPP1R17 PRKCZ PRKD2 PROSER2 PSMC5 PTOV1 PTPRCAP PTPRG PURG QTRT1 RASL11B RBM38 RFC2 RGS20 RGS5 RNF167 RNF41 RPP25L RPRD1A RRAS RTKN S1PR4 SDC4 SFTPC SLC22A17 SLC30A1 SLC4A8 SNHG11 SNRNP25 SNTB1 SPAG1 SPI1 SPRR3 SRR SRXN1 ST6GALNAC1 STAP2 STRA6 SUPT4H1 SYN2 TBX1 TBXA2R TCEAL9 TEX13B TINF2 TM7SF2 TMCO4 TMEM191C TMEM38B TNFAIP8L1 TNFSF9 TOMM6 TRIAP1 TRIM13 TTC23 TTYH2 TUBB4A TULP2 UBE2F UBIAD1 UGT3A2 UNC13A USP21 WNT10B WNT3A ZBTB2 ZIC2 ZNF474 ZNF48 GSE36527_CD62L_HIGH_VS_CD62L_LOW_TREG_CD69_NEG_KLRG1_NEG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36527_CD62L_HIGH_VS_CD62L_LOW_TREG_CD69_NEG_KLRG1_NEG_UP ADSS1 AFMID AIDA ANKRD46 ANKRD6 APAF1 ARF1 ARL1 ARL6IP1 ARNT ASB13 ATL3 ATP2A2 B3GNT2 B4GALT5 BIRC2 BLTP2 BLTP3B BMI1 C5orf47 CAPN8 CASP2 CCNL2 CD164 CD200R1 CD274 CD3E CH25H CHCHD6 CHD1 CHMP4B CLIC4 CLIP2 CLPTM1L CLVS1 CMTM6 CMTR1 CRLF3 CRYBG1 CXCL10 CYSLTR2 DAXX DCAKD DDX24 DHX58 DKK2 DLD EEFSEC ETFA EVI2B F13A1 FAM133B FAM241B FAS FGF23 FGL2 FNBP4 FXR1 GLA GOLGA7 GPM6B GRIK1 GRK6 GZMB HELZ2 HIF1A HLA-DOB HLA-E HOPX HSPA5 HTRA1 HUWE1 IBTK IFIT1B IFIT2 IFIT3 IGSF9 IL10RA IL18RAP IRF1 IRF7 IRF9 IRGM ISG15 ISOC1 IST1 ITGA4 ITSN2 KCNA3 LAMP2 LARP1 LIF LIG3 MACIR MAP3K8 MAU2 MITF MOV10 MX2 MXD1 N4BP1 NCKAP1 NIN NKAP NRIP2 NUDT4 NUP153 OAS2 OASL OSBPL5 OTUD5 OTULIN PARP12 PARP14 PARP9 PEX26 PI4K2A PIDD1 PIK3C3 PIM2 PITX2 PML PNPLA2 POLD3 PPP2R2A PRPS1 PSIP1 PUS10 RAB10 RAB27A RAD51AP1 RBM43 RBPJ RESF1 RFC5 RFFL RGN RHOH RNF114 RPL3 RPL6 RTP4 RUNX2 SEMA7A SERPINB9 SH3BP2 SHISA5 SLC12A6 SLC15A3 SLC41A1 SLC46A2 SLFN13 SMC1A SOCS3 SP110 SPTBN1 SREBF1 SRGAP3 SSB ST6GALNAC4 STAG2 STAT1 STAT2 STK24 STK32B STRAP SUCLG2 TAP1 TAPBP TBX4 TMBIM6 TNFRSF1B TNNT2 TOPBP1 TOR1AIP2 TOR3A TRAFD1 TREX1 TRIM21 TRIM25 TRIM26 TRIM31 TRIM34 TTC27 TTC39B UBE2I UBR7 UHRF1 UIMC1 USO1 USP18 USP36 WDR36 WDR43 WDR46 WIPF1 YWHAZ ZNF280C ZNF639 ZNFX1 GSE36527_CD69_NEG_VS_POS_TREG_CD62L_LOS_KLRG1_NEG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36527_CD69_NEG_VS_POS_TREG_CD62L_LOS_KLRG1_NEG_DN ABCD4 ACADVL ACVR2B AKNA ALKBH4 ANAPC11 ANKRA2 APPBP2 ATP5F1A ATP6V0A2 ATP6V0D1 B4GALT7 BCL7C BOLA1 C5orf34 CALU CCDC12 CCL25 CDC34 CDC42SE1 CDK11B CDKN2D CHKB CHST12 CKMT2 CLCF1 CNPPD1 CNR2 COG8 COMMD4 COPG1 COQ8A CORO1B COTL1 CRIP1 CRISP2 CRYL1 CTDSP2 CTSW CXCR3 CYTH2 DCAF15 DDIT3 DDX21 DICER1 DIPK2A DNAJB1 DUS1L E4F1 ECSIT EIF2AK3 EIF3D EIF3F EIF3L EIF4B ELF2 EMC3 ERCC3 FAM89B FBXL3 FBXO22 FBXO32 FBXO45 FCGRT FOXJ3 GFUS GLCE GNA11 GNB2 GRAMD1A GUK1 HEXIM1 HGSNAT ID3 IER5L IFRD2 IL16 ING4 IZUMO1R JAK1 KCNN4 KCTD2 LCMT2 LFNG LLGL2 MAF1 MAN2B1 MCCC1 MEDAG MKNK2 MLST8 MMD MNT MOB2 MRI1 NAA60 NELFB NGRN NISCH NME4 NR4A1 NUDT16L1 NUP62 NXF1 OTULIN OTULINL PABPC4 PABPN1 PDXK PGP PHF23 PITHD1 PITPNM1 PKP3 PLAUR POR PPM1G PPP4R3A PPP6C PRKAB1 PRPF6 PSEN2 PYCR2 RAB40C RAMP3 RANBP10 RASSF5 RCN3 REPS1 RHEBL1 RHOG RHOT2 RNF5 RNF6 RNPEP RPA1 RPP25L RRP1 S1PR4 SERP1 SESN1 SH2B1 SIGIRR SKI SLA2 SLC15A4 SLC20A1 SLC29A1 SLF2 SLX9 SMARCD2 SNRPA SNX20 SPESP1 SPN SPOCK2 SPSB3 SRF STAT5B STAT6 STK11 STX5 TAF5L TBC1D10B TBCC THAP12 TMEM115 TMEM160 TMEM222 TNFAIP1 TNFAIP8L1 TNFRSF1B TNIP1 TP53BP1 TPRA1 TPRG1L TPRKB TRAF4 TRIM39 TSNAX TUBA3C TUT1 UBAP1 UBE2V1 UCK1 VAMP1 VSIR WASF2 WDR4 WDR45B WIPI2 YRDC ZBTB48 ZFAND2B ZFYVE19 ZNF212 ZNF593 ZNF707 ZNF740 ZNF764 GSE36527_CD69_NEG_VS_POS_TREG_CD62L_LOS_KLRG1_NEG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36527_CD69_NEG_VS_POS_TREG_CD62L_LOS_KLRG1_NEG_UP ADAR AIDA ANGPTL8 ANKFY1 APOBEC1 APOBEC3B ARHGEF10 ARNT2 ASB13 ASB3 B3GNT5 BCL3 BHLHE22 C19orf12 CASP2 CASP4 CCND2 CCRL2 CD274 CDC42SE2 CENPF CEP68 CHAD CHMP4B CHRDL1 CISH CLIC4 CMPK2 CMTM6 CMTR1 CNP COL12A1 COX18 CRYBG1 CWC22 CXCL10 CYYR1 DAPP1 DAXX DDX24 DDX60 DHX58 EEIG1 EFR3A EIF2AK2 ELOVL6 EPSTI1 ETNK1 ETS2 EXO1 FAM111A FGL2 FHL2 FNBP4 FRMD4B FRMD6 GABRG1 GADD45G GBP2 GBP4 GBP6 GBP7 GCH1 GMPPB GP9 GPR87 GPSM2 GRK1 GZMB HAVCR1 HELZ2 HK1 HLA-E HOOK2 HOXD11 ICAM1 IFI35 IFI44 IFIH1 IFIT1B IFIT2 IFIT3 IL13 IL22 IRF1 IRF4 IRF7 IRF9 IRGM ISG15 ISG20 ISOC1 ITIH1 KBTBD2 KEAP1 KLRK1 LGALS3BP LGALS8 LIPA LY96 LYSMD2 LYZL4 MAP2K1 MAP3K8 MAP6 MORC3 MOV10 MTFR2 MVB12A MX1 MX2 MYD88 MYOF N4BP1 NAMPT NEFM NOTCH1 NUP153 NUPR1 OAS1 OAS2 OASL OGFR OGFRL1 PARD6G PARP12 PARP14 PARP9 PEX26 PIM2 PKD2L2 PLEKHF2 PML PNPT1 PPA1 PRKCQ PSMB10 PSMB8 PSMB9 PTTG1 RAB29 RAD51AP1 RAPGEF6 RBL1 RBM43 REP15 RIPK1 RIPK2 RNF114 RNF14 RNF19B RPS10 RSAD2 RTP4 SAMHD1 SELP SH3BP2 SHFL SLAIN1 SLAMF1 SLFN12L SLFN13 SOCS1 SOCS3 STAT1 STAT2 STAT3 SYNE2 TAP1 TAPBP TASOR2 TCP10L TDRD7 TEX2 TLR7 TMEM140 TMEM184B TMEM50B TNFSF10 TOR1AIP1 TOR1AIP2 TOR3A TPST1 TRAFD1 TRAM2 TRIM21 TRIM25 TRIM26 TRIM34 TTC39B UBE2D1 USP18 VPS54 WNT16 ZBP1 ZBTB22 ZNF281 ZNF787 ZNFX1 ZUP1 GSE36826_NORMAL_VS_STAPH_AUREUS_INF_IL1R_KO_SKIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36826_NORMAL_VS_STAPH_AUREUS_INF_IL1R_KO_SKIN_DN ABCD3 ABHD17A ACSL5 ADAM10 ADK ADSS2 AGO1 AHNAK AKAP17A ALDOA ALOX5AP AMPD2 ANP32A ANXA2 AP1S2 ARF5 ARL4C ATP6V0B ATP6V0D1 ATRN BICD2 BRD3 C5AR2 CALM2 CALR CARD8 CBX5 CCL22 CD37 CD58 CEP85 CERK CHP1 CLDND1 COPZ1 COTL1 CPPED1 CSF1R CST7 CXCR4 CYP27A1 CYTIP DIAPH1 DNMBP DYM EGR2 EIF3L EMP1 EREG FAU FBXW7 FLNA FOS FPR1 GABARAP GALC GID8 GIGYF2 GLT8D1 GMCL1 GMIP GNB1 GPATCH2L GPR35 GSAP HCCS HERPUD1 HLA-DPB1 HLA-DQB1 HMGN2 HNRNPA3 HSD17B10 HSP90B1 HTT IFFO1 IFNGR1 ILF3 INTS8 IRAK1 ITGAE KCTD7 KIAA0232 KRT10 LBR LCP1 LORICRIN LPXN LRP8 LRRC8D MAP3K3 MAP3K4 MAP4K3 METTL9 MPP1 MYCL NAB1 NACA NONO NPL OSBPL11 OTULINL PACSIN2 PAGR1 PAPSS1 PCGF3 PCMT1 PDE4A PDLIM7 PEA15 PICALM PITPNA PLCB2 PLPBP POLR2L POR PPP1R14B PPP3CA PTGS1 PTPN22 PXN PYCARD RASA1 RCBTB2 REV3L RHOB RNASE4 RNASE6 RNF41 RNFT1 RNH1 RPL27 RPL41 RPL7 RPL8 RPS23 RPS3 RPS4Y1 RPS9 RTN3 RUFY2 RXRA S100A12 S100P SARAF SATB1 SEC63 SELENOT SERF2 SERP1 SETD3 SFXN3 SH2B3 SH3BGRL3 SH3GL1 SLC11A1 SLC16A6 SLC38A2 SLC3A2 SLC4A7 SMC4 SORL1 SPG21 SSR2 STK38L SYK SYNE3 TACC3 TALDO1 TCIRG1 TDP1 TFEB TGFBI TGIF1 THBS1 TLR5 TM6SF1 TM9SF1 TMEM230 TPST2 TRMT5 TRPS1 TTLL4 TULP4 U2AF1 UNC119B USP34 USP4 VAMP4 VAV1 VPS13D WDR26 XPOT ZCCHC14 ZFAND5 ZFC3H1 ZFP36L2 ZMIZ1 ZMYM1 ZNF706 GSE36826_NORMAL_VS_STAPH_AUREUS_INF_IL1R_KO_SKIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36826_NORMAL_VS_STAPH_AUREUS_INF_IL1R_KO_SKIN_UP AAMDC ABCG1 ABL1 ACAT1 ACO1 ACP2 ACSL3 ADCK2 ADRB2 AKR7A3 ANKRD46 APPL2 ARMC9 ASAH1 ASRGL1 ATP6V1H ATRAID B3GNT2 BLNK BLVRB BPHL BRF2 BTN3A3 C12orf4 CACNA2D3 CAPRIN2 CASP6 CCDC51 CD28 CD38 CD59 CDK4 CDR2 CFD CHKA CKAP5 CMAHP CNPY2 COMMD9 COQ7 CRHBP CRTAP CST3 CTNNBIP1 CTSF CYBC1 DAG1 DGLUCY DHRS11 DPY19L1 DSC2 DTNB DUSP14 DUSP3 DUSP7 DYRK4 ECM1 ENOSF1 ENTR1 EPB41L2 ERCC2 ERP29 EXT2 EXTL2 F13A1 FAM222B FCGBP FHIT FOLR2 FOXRED2 FXYD6 FZD5 GAS6 GAS7 GCHFR GNS GRAMD4 HADH HEBP1 HHAT HPF1 HRH1 HS2ST1 HSD17B8 IGF2R IGFBP4 IPO13 IQCG IQCK ITSN1 KANK2 KCNMA1 KDSR LGR4 LINC00342 LPCAT3 LRPAP1 LY96 LYSET MANEA MAPRE2 MBD4 MCOLN1 MDH1 MFHAS1 MGST2 MRPS33 MSR1 MTPAP MTSS1 MYLIP NCF4 NDFIP1 NDRG3 NDUFA1 NEU1 NR1H3 NRP1 NSL1 NUPR1 OSBPL1A OSBPL3 PBXIP1 PCBD1 PCM1 PEBP1 PEPD PFKM PGAP3 PGGHG PIGK PIK3R3 PINK1 PIP4K2B PLD1 PLEKHA1 PPM1H PSAP QPRT RAD51AP1 RAP2B RBM38 RBMS1 RBP1 RETSAT RPS6KA2 RRAGD RWDD1 SCAMP1 SCCPDH SCPEP1 SECTM1 SERPING1 SIDT1 SIGIRR SIGLEC15 SLC17A5 SLC29A1 SLC2A5 SLC2A9 SLC37A4 SLC38A6 SLC47A1 SLC5A3 SLC8B1 SNX6 SORD SREBF1 SRRD STAG3 STARD13 STX3 SYPL1 TBC1D16 TCEA2 TEX2 TIMP2 TMC6 TMEM59 TMEM62 TNFSF12 TRIM32 TRPV4 TSPAN4 TTC23 TULP4 UAP1L1 UBA7 UNC13B UNG UQCRQ USP9Y VAT1 VGLL4 WDR7 WWP1 ZDHHC24 ZMYM3 ZNF589 GSE36826_NORMAL_VS_STAPH_AUREUS_INF_SKIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36826_NORMAL_VS_STAPH_AUREUS_INF_SKIN_DN ABCA1 ABCA2 ABCC5 ACAT1 ACO1 ACP5 AHCY AIFM1 AKAP11 AKR1A1 ALDH6A1 ALDH9A1 ANKRD46 ANXA4 AP1AR AP2A2 APOC1 APOE APPL2 ARHGAP12 ARHGAP25 B3GNT2 BABAM2 BLNK BLTP2 BLVRB BNIP3 C12orf29 C1QB CASD1 CASP6 CCDC51 CCL8 CD300A CD59 CD68 CD81 CD99 CDK4 CDKL3 CDR2 CDR2L CFD CHCHD7 COMMD9 COQ7 CR1 CREG1 CRTAP CST3 CTSD CTSF CYBC1 DAG1 DBP DGLUCY DSC2 DUSP7 DYRK4 ECM1 EFCAB11 ENOSF1 EPB41L2 EPHX1 ERP29 F13A1 FAHD2A FCGBP FECH FHIT FOLR2 FOXRED2 GAS7 GATM GM2A GNS GPD1L GUSB HADH HHLA3 HIBCH HPF1 HPS1 HRH1 HS2ST1 HSD17B8 HSPB1 IDH1 IGF1 IGF2R IGSF6 IL11RA IQCG ITSN1 JADE2 KDSR LY96 MAN1A1 MAP1S MAT2A MCUR1 MDH1 MFHAS1 MGST2 MGST3 MMP12 MRPS33 MTSS1 NCF4 NDRG3 NDUFA1 NDUFA4 NDUFAF4 NENF NRP2 NSL1 NTAN1 OSBPL3 P2RY13 P2RY14 P4HTM PANX1 PBXIP1 PCBD1 PCSK5 PEX12 PFKM PGAP3 PIGP PIK3R1 PILRA PLAU PLD1 PRKD3 QDPR QPRT RAD51AP1 RBMS1 RENBP RHOBTB1 RNF19A RRAGD SCARB1 SCLY SCPEP1 SDC3 SECTM1 SGPP1 SIGIRR SIGLEC1 SKIC3 SLA SLC12A7 SLC17A5 SLC2A9 SLC37A4 SLC38A6 SLC38A7 SLC39A4 SLC47A1 SLC8B1 SMIM8 SNTB2 SORD SPATS2L SPP1 ST6GAL1 STARD13 STX3 SUCLG2 SYK TBC1D16 TBC1D5 TCEAL1 TIMP2 TM7SF3 TMEM106B TMEM160 TMEM59 TNFSF12 TRIM32 TSPAN14 TSPAN4 TXNRD3 UAP1L1 UBA7 UBAP2L UBE2L6 UBE3B UBL3 UGP2 UQCC1 UQCRQ VAT1 WDR7 ZC3H3 ZDHHC24 ZKSCAN4 ZMYM6 ZNF589 GSE36826_NORMAL_VS_STAPH_AUREUS_INF_SKIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36826_NORMAL_VS_STAPH_AUREUS_INF_SKIN_UP A4GALT AARS1 ABHD2 ACOT9 ACVR2A ADGRE2 ADSS2 ALCAM ANG ANXA5 APOBR AQP9 ARAP3 ATP1A1 BACH1 BBS7 BID BIRC3 BPNT2 BPY2 BTG1 BUB3 C15orf39 C5AR2 CASP1 CCR7 CD101 CD5 CD53 CD58 CDK2AP2 CHCHD2 CHTOP CLDND1 CLPB CORO1A COX7A2 CRLF2 CST6 CST7 CXCL8 CYB5R3 CYTIP DDX17 DDX39A DERL1 DGKD DIAPH1 DNAJB5 DUS2 DUSP6 EIF6 ELMO3 ENY2 EOLA1 ERO1B FCN1 FHL3 FILIP1L FLNA FOS FPR1 FPR3 FRY FUBP1 GAPDH GDI1 GLIPR1 GMIP GNG11 GPR153 GRIK1 H2AC6 H2BC9 HCLS1 HCP5 HGS HMGCR HMGN4 HNRNPA2B1 HNRNPA3 HNRNPK HNRNPM HNRNPR IDO1 IDS IFNGR1 IKBKG IL18R1 ILF2 ISG20 ITGAE JUND KCNJ15 KCNN4 KLRC3 KYNU LAD1 LAMP3 LBR LFNG LPXN LRP8 LTA4H MAMLD1 MAP4K4 MIR22HG MOB1A MSC MTF1 MYCL NAMPT NCBP1 NME1 NSD3 OLR1 ORMDL2 PABPN1 PACSIN2 PARK7 PDE4D PDLIM7 PEX13 PFN1 PGD PID1 PIGL PITPNA PLAC8 PNP PPP1CB PPP4C PRKCH PSMA1 PSMA3 PSMA5 PSMC3 PSMD1 PSME3 PTP4A2 PUF60 RAB5IF RBM14 REV3L RHOG RNF41 RNPS1 RPA2 RPL8 RPS11 S100A9 S100P SHC1 SLC16A6 SLC25A37 SLC35B1 SLC3A2 SLC7A11 SMAD3 SNRPB SORL1 SPEN SQLE SRC SRPRB SRSF2 ST14 ST3GAL6 STK38L TBC1D13 TCF20 TCIRG1 TCTN3 TES TFE3 THBS1 TJAP1 TMEM158 TMEM214 TMEM43 TPMT TRAF1 TREM1 TTLL4 TXNRD1 TYMP U2AF2 UBE2A UBIAD1 UNC119B USP3 VEGFA YARS1 YIF1A YKT6 ZBTB44 ZNF142 ZNF207 GSE36826_WT_VS_IL1R_KO_SKIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36826_WT_VS_IL1R_KO_SKIN_DN AARS1 AATF ABCE1 ACLY ACOT9 ACTB ACVR2A ADSS2 AFTPH AKAP17A AKR1C2 ALCAM ANPEP APOBEC3A AQP9 ARF5 BACH1 BAX BCCIP BUB3 C15orf39 C5AR1 CCR5 CD101 CD5 CD53 CD58 CDC42 CDK14 CDK2AP2 CDKN1A CEP43 CFP CGGBP1 CHTOP COTL1 COX7A2 CRIP1 CSF2RA CSNK2A1 CST6 CST7 CYTIP DAZAP1 DDA1 DDX21 DDX39A DERL1 DGKA DIAPH1 DIDO1 DNAJB5 DPH2 DPYS DSE DUSP1 DUSP6 EBLN2 EIF4G2 EIF6 ELMO3 EMC6 EMCN EMP1 EMP3 FHOD1 FLNA FPR1 FRY GADD45GIP1 GCLC GDI1 GNA15 GNB1 GNG11 GPATCH2L H2AC13 H2AC6 H2BC21 H3-3B HCLS1 HCP5 HMGN4 HNRNPA2B1 HNRNPM HNRNPR HSBP1 IDO1 IDS IGF2BP2 IGFBP1 IGSF3 IKBKG ILF2 IRF4 ITGAE KAT6A KCNN4 KHNYN KIFC3 LAD1 LAMP3 LCP1 LDHA LFNG LORICRIN LRP8 LST1 MAMLD1 MAPKAPK3 MCL1 MCUB MGAT2 MSC MSN MTF1 MYCL NAB1 NAMPT NHP2 NSD3 OLR1 ORAI2 PABPN1 PACSIN2 PARK7 PDE4A PDLIM7 PF4 PFKP PID1 PITPNA PNP POLDIP3 POTEKP PPBP PPM1F PPP1CB PPP1R14B PPP1R15A PREB PSMA1 PSMA5 PSMD11 PSME3 PTBP1 PTGS1 PTPN6 QPCT RBM14 REL RFTN1 RHOG RNPS1 RPA4 S100A10 S100A12 S100A6 S100P SCAF4 SETD1B SFT2D2 SGCB SH3BGRL3 SLC16A6 SLC25A37 SLC35B1 SLC3A2 SLC7A11 SNRPB SPEN SPN SRF SRSF10 STARD5 STK38L SYNGR3 TCIRG1 TES TFE3 THBS1 TJAP1 TMEM214 TMEM43 TNFRSF11A TRA2A TRAF1 TREM1 TXNDC15 UBE2A VCAN VCP VEGFA VIM YIF1A ZDHHC13 ZNF207 ZNF614 GSE36826_WT_VS_IL1R_KO_SKIN_STAPH_AUREUS_INF_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36826_WT_VS_IL1R_KO_SKIN_STAPH_AUREUS_INF_DN ABI1 ABRAXAS2 ACP2 ADAM19 ADAR ADRB2 AK4 AKAP3 AMDHD2 APOL1 APOL6 ARID5A ATOX1 ATP13A2 ATP2B4 B3GNT2 BASP1 BATF BATF3 BHLHE40 BLVRA BMAL2 BNIP3 BSPRY C1GALT1C1 C1R CAMK1G CARM1 CASP6 CCL8 CCSER2 CD47 CD59 CD80 CDK4 CDR2 CFD CFLAR CKB CLEC2D CLN5 CNR1 CNTLN CNTNAP1 COA1 CXCL10 CYRIA DEPP1 DHX58 DOCK1 DRAM1 DSC2 DTNB DYNLT1 ECM1 ELMO2 ENPP2 ENSG00000291006 EPB41L2 ERLIN1 ETNK2 FCGR1BP FCHSD2 FOLR2 FPGS FSCN1 FSTL1 FSTL3 FZD5 GADD45B GPD2 GPR137B GTPBP1 GUCY1A1 HERC6 HESX1 HEXA HLA-E HSPA2 HSPB1 ICAM1 ICOS IFIH1 IFITM1 IFITM2 IGF2BP3 IGF2R IGFBP7 IL18BP IPO13 ISG15 ISOC2 JUN KDM4D KIAA0040 KIFAP3 KLF3 KLHL36 LAG3 LAMC1 LAP3 LBP LDHA LHFPL6 LIMK2 LRP10 LXN MACROH2A2 MAOA MCL1 MIA MIA3 MMP25 MTERF1 MX1 MX2 MYH11 MYO10 NCDN NECTIN2 NINJ1 NUP62 OASL OR7E36P P4HA2 PAM PCNX1 PDCD1LG2 PDE4B PDGFRA PEBP1 PHACTR4 PHF11 PIGB PLA1A PLAAT4 PLD1 PLGRKT PLSCR1 PLTP PML POMP PPARA PSME2 PTPN1 PVR RBM38 RBMS1 RBMS2 RELA RFTN1 RIPK2 RNF115 RSAD2 RSU1 RTP4 SCN1B SCO2 SECTM1 SELENOW SEPTIN8 SERPINH1 SIGLEC1 SLC1A2 SLC25A28 SLC2A6 SLC31A2 SNX10 SOCS3 SP110 SPATS2L SRI STAT5A STEAP3 STOML1 SYNPO TAP1 TDRD7 TGM2 TMEM132A TNF TNFAIP2 TNFAIP3 TNFAIP6 TRADD TRIM21 TSFM TUBB2A UBB UGP2 UNC13B USP11 USP18 VAC14 VPS9D1 WARS1 XPNPEP1 YBX3 YJU2 ZMYM6 GSE36826_WT_VS_IL1R_KO_SKIN_STAPH_AUREUS_INF_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36826_WT_VS_IL1R_KO_SKIN_STAPH_AUREUS_INF_UP AARSD1 AATF ABCB4 ABHD2 ACLY ACOT7 ACOT9 ACTR1A AIF1 ALDH18A1 ALOX5AP APEH APOBEC3B ARF1 ARF3 ARPC5L ATIC ATP2A2 ATP5F1B ATP5MF ATP5MJ ATP5PD BAK1 BLVRA BRCC3 BST1 CANX CAPN2 CCNB1 CCNB2 CCT4 CDC25A CDC45 CDCA3 CEMIP2 CEP55 CFAP298 CKS2 CLTA COPS7A COQ9 COX17 COX5A COX5B COX6A1 COX6C COX7A2 CSRP1 CTNNAL1 DDX39A DEF6 DET1 DHCR24 DNAJC9 DONSON DPP3 DUSP6 E2F8 EAF2 ECM1 EIF2S1 EIF4G3 EMC6 EMC8 ETV5 EXOG FAM124B FANCI FASN FBXO5 FCGR1BP FCN1 FH FKBP1B FLNA FZD5 GALE GCLM GFUS GOT1 GPI GPSM2 GTF2F1 GYG1 HJURP HK1 HK2 HPGDS HSPD1 HTT ICMT IFI35 ILF2 IPCEF1 IPO4 ISG15 KIF20A KIF4A KPNA2 LAMTOR5 LASP1 MAGOHB MAPKAPK3 MCM2 MCM5 MCUB MIPEP MKI67 MRPS12 MRPS14 MRPS28 MYBL1 MYO1B NCAPG NCAPG2 NDC1 NDC80 NDUFS1 NISCH NMT1 NOP10 NT5DC2 NUSAP1 OPRM1 OTULINL P2RY6 P4HA2 P4HB PAICS PARP1 PARP11 PCCB PDIA5 PDLIM5 PEX10 PGAM1 PITPNC1 PLSCR3 PLXNA2 POLR2L POMP POP5 POTEKP PPBP PRIM1 PROCR PSMA7 PSMB1 PSMB6 PSMB7 PSMC1 PSMC4 PSMD11 PSMD6 PSMD8 PSME2 PSTPIP1 PTPN6 RAC2 RACGAP1 RAN RANBP1 RFC4 ROGDI RPA3 RPP40 RRM1 RRP7A S100A6 SEC13 SEPTIN8 SH3BGRL3 SLC22A18AS SLC2A3 SLC31A1 SNAP29 SPP1 SPR SV2B TBCD TCIRG1 THBD TIGAR TK1 TM9SF2 TMPO TPMT TPX2 TREM1 TTC1 TUBA3D TUBB TUBB2A TUBG1 UBE2C UQCRQ VBP1 WDR12 XPO1 ZWINT GSE36826_WT_VS_IL1R_KO_SKIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36826_WT_VS_IL1R_KO_SKIN_UP ABCC5 ABCG1 ABR ACP5 ACSM5 ADA2 AHR AKR1B1 ALDH5A1 AMZ2 ANKRD36 AOAH APBA3 APOC1 APOE BCAR3 BHLHE41 BRD3 BTBD18 BTN3A3 CA11 CALCOCO1 CAMLG CBX5 CBX7 CCL21 CCNG2 CD81 CD86 CDKN1C CEBPD CEP350 CFD CFP CHRM5 CLEC10A CLEC2B CLIC2 CLIP4 CNNM4 COBLL1 CPVL CREBL2 CRY2 CST3 CTSD CTSF CTSS CXCL12 CXCR4 CYBRD1 CYP27A1 DAPP1 DBP DDC DHRS3 DHRS9 DNAJB2 DNAJC22 DNASE2 DPEP2 DSC2 DTNB DYRK2 EPB41L1 EPB41L2 EPHX1 FABP4 FGD2 FLI1 FOXO3 FZD2 GADD45G GTF2IRD1 GUSB HBP1 HLA-B HLA-DMA HLA-DMB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB6 HLA-E HLA-F HLA-G HSD17B11 HTR2B HYI IL10RA IQCK IRS2 ISCU ITGAX KCNJ5 KCNMA1 KCTD7 KLHL21 KLHL24 KLKB1 LGR4 LRCH3 LRRC8D LTBP3 LYZ MACROH2A1 MAP3K12 MAP3K5 MARCHF8 MAU2 MDM2 MECP2 MEPCE MITF MLN MMP7 MST1 MXI1 MYLIP NAAA NENF NINL NOTCH2 NOTCH2NLA NR1H3 NREP NUPR1 OGT ORAI3 P2RX7 PABPC4 PCGF3 PDGFC PELI2 PER3 PI4K2A PIGT PIK3CD PIP PITPNB PLA2G2F PLA2G4C PLEKHA2 POLL POU6F1 PRG2 PTPRH RAB20 RGS2 RNASE6 RNASET2 RNF146 RPS14 RRN3P1 SAMD4A SAT1 SCAMP1 SCARB1 SDC3 SDS SEMA4A SERPINF1 SERPING1 SIDT1 SLC29A1 SLC29A3 SLC35E2B SLC46A3 SLC7A11 SMPDL3A SNHG32 SPARC SRSF5 STAG3 STK24 SYNGR4 TAX1BP1 TCF4 TLR5 TLR8 TMEM268 TNFAIP2 TOP3A TPT1 TRIM33 TTLL4 VWF WDR48 ZBTB40 ZMIZ2 ZNF274 ZNF589 ZNF688 ZZEF1 GSE36888_STAT5_AB_KNOCKIN_VS_WT_TCELL_IL2_TREATED_17H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36888_STAT5_AB_KNOCKIN_VS_WT_TCELL_IL2_TREATED_17H_DN ACSL1 ACTN1 ACVR1 ADAM9 AGTPBP1 AGTRAP ANO10 ANO5 AP1M1 AP1S2 AP5B1 ARHGAP29 ARHGEF10L ARID3A ARL11 ARL15 ARL8B ASAH1 ATP1B3 ATP6V1G1 ATXN1 AZI2 B3GNT5 BACH1 BLOC1S3 BLVRA CARD16 CARS2 CATSPER1 CCL8 CCPG1 CD36 CFD CHST15 CLEC5A CLIC4 CLIP1 CLTCL1 CMTM2 CPD CPEB4 CR1 CRADD CTSD DOK3 DPYD DUSP6 EDEM3 EGR2 EGR3 EIF1AY ELL2 EREG EVI2A EVI2B EVI5 F5 FAM241A FCGR2A FCN1 FGFR1OP2 FMO5 FMR1 FPR2 FRS2 FRY FTH1 FUCA1 FYB1 GALC GASK1B GBP2 GCA GCHFR GNG10 GPBAR1 GPX1 GRB10 GRINA HLX HORMAD1 HSPA1A HVCN1 IKBKE ING3 INPP5A IPO8 IRAK3 ITCH ITGAM ITGB1 ITPR2 KCNE1 KIAA0232 KIF13A KIF23-AS1 KL KPTN KRT23 LAMP1 LAPTM4A LDLRAD3 LIN7A LINC00968 LRPAP1 MAP4K4 MBTPS1 MDM2 METTL9 MICU1 MIGA1 MMGT1 MPO MSRB1 MTMR3 MTX1 NARS1 NATD1 NCF1C NCOA1 NEK7 NHS NLRP12 NLRP3 NQO1 NTSR1 OGFRL1 PAK2 PDLIM7 PDXK PINK1 PLD1 PLPPR2 PLXDC2 PPIP5K2 PRKAA1 PRNP PSRC1 PTGS2 PYGL RBP7 RHOQ RHOT1 RIOK3 RRP12 RSF1 RXFP2 SCPEP1 SEC23B SEMA3C SERPINA1 SERPINB1 SFN SGMS2 SHISA5 SHKBP1 SIPA1L1 SLC31A2 SLC38A7 SLC43A3 SLC48A1 SLC49A4 SMPDL3A SNX24 SOD2 SP1 SPART SPG21 SRA1 ST20-AS1 STK32B TBC1D2 TCF7L2 TLE4 TLR4 TLR8 TMEM106B TMEM205 TMEM33 TMEM71 TMEM91 TNFRSF1A TOX2 TPCN2 TSPO TYROBP UBE2D1 UPP1 USP15 USP8 UXS1 VPS37B WASHC4 XBP1 ZBTB7A ZDHHC20 ZNF226 GSE36888_STAT5_AB_KNOCKIN_VS_WT_TCELL_IL2_TREATED_17H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36888_STAT5_AB_KNOCKIN_VS_WT_TCELL_IL2_TREATED_17H_UP ABCC1 ABHD6 ADPGK AEN AFF1 AFF3 AHCTF1 ALDH3A2 ALG3 ANKRD13C AQP3 ARHGAP5 ASS1 ATP1A1 BATF BCAP29 BDH1 BEND4 CALHM6 CAST CBLB CCR2 CCR7 CD27 CD2AP CD68 CD86 CDON CHMP1A CHMP1B CLCC1 CMPK2 CNP COMMD6 COX15 CROT CRTAM CXCR3 CYLD DDX28 DDX3X DENND10 DERL2 DGLUCY DHRS7 DNAJB5 DNAJB9 DNAJC13 DTD1 DUS2 DUSP12 ECE2 EEIG1 EMB ENDOG ERAP1 EZH1 FABP1 FAM174C FCGR2B FHIP1B G3BP2 GDPGP1 GM2A GPR12 GPR183 GSTO1 GTF2I GTF3A GUK1 HERPUD2 HGSNAT HOOK1 HSCB HSD17B11 HVCN1 IER3 IFIT1 IFIT1B IKBKE IL18 IL7R ING5 ISG20 ITGA6 KBTBD11 KIAA2013 KIF1B LEPROT LIME1 LRP5 LYRM2 LYSMD2 MAP6 MARCHF2 MCCC1 MDFIC MOB1A MRI1 MRPS16 MRPS24 MRTO4 MTF1 MTLN MYC NFATC2 NIPSNAP1 NOC2L NOL8 NR1D2 NRBP1 NSG2 NT5C PARP8 PCMTD1 PDRG1 PDXK PECAM1 PFKP PGAP6 PHC3 PLSCR1 POLR1A POLR1D POLR3E PON2 POPDC2 POU6F1 PPP2R5C PPRC1 PRKCZ PRMT3 PTEN RAPGEF6 RASL11A RDH12 RECK RETREG1 REXO2 RGS11 RPL18A RPL36 RPS19 RRM2B RRP15 RRP1B RSBN1 RUNX2 S1PR1 SAR1B SELENOO SELL SEMA4F SERPINB1 SETD6 SIDT1 SIT1 SLAMF6 SLC15A3 SLC1A5 SLC25A32 SLC35A5 SMCO4 SNX17 SPSB3 SRPK1 SSBP2 SYNE2 SYNJ1 TAF4B TBC1D8B TCF7 TIMM23 TLR1 TMED3 TNFRSF25 TNFSF14 TOMM34 TOR1AIP1 TOR1B TRAM2 TSR1 TTC39C UBQLN2 UBXN2A URB2 USP24 USP45 USP48 UTP14A VAV3 VKORC1 WDR43 WFIKKN2 XKR8 XRCC5 ZBTB32 ZDHHC18 ZHX2 GSE36888_STAT5_AB_KNOCKIN_VS_WT_TCELL_IL2_TREATED_2H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36888_STAT5_AB_KNOCKIN_VS_WT_TCELL_IL2_TREATED_2H_DN A1BG ABCC12 ACAP1 ACTN1 ADAM9 AFAP1 AGTRAP AHR ALDH2 ALOX5AP ANG ANO10 ANO5 APBA3 APCDD1L AQP9 ARHGAP24 ARHGEF10L ASB13 ASGR2 ATP6V1A ATPAF2 ATXN1 BATF BCS1L BLMH BLVRB BNIP3L C12orf76 C15orf48 C16orf74 C1orf115 CANX CARS2 CATSPER1 CC2D2A CCNY CCNYL1 CD1A CD1D CDKL1 CELSR2 CES1 CFAP418 CLEC10A CLEC5A CLIC4 CLMN CMTM3 CNPY2 COLEC12 CRISPLD2 CTDSPL CTSH CUTA CYB5R1 CYP2S1 DDRGK1 DUSP3 DYNC2H1 EFCAB2 EFHC1 EGR2 EIF2S3 EIF4G3 EMB ETHE1 EXT2 F11R F13A1 F5 FAM200B FAR2 FBN2 FLJ20021 FMO5 FNDC3B FNTB GCA GPX1 HBEGF HEXA HFE HLX HMGB2 HNRNPLL HOMER3 IL13RA1 IL17RA IL1B IL6R IRF2BP2 ITGAM JAG1 JPH4 KLHL23 KPTN LAMB2 LAMTOR1 LATS2 LIN7A LINC00205 LINC00963 LINC02724 LPGAT1 LTB4R LYZ MARVELD1 MEGF9 MICAL2 MIF4GD MPO MPP7 MRFAP1 MRPL33 MYCL NAIP NLRP12 NME8 NOD2 NQO1 NRGN NSMAF OLA1 OTULINL PAAF1 PARP8 PELO PHAF1 PLA2G7 PLCB1 PLD1 PLXDC2 PRNP PRRG4 PSRC1 PTAFR PTPRN2 PTRHD1 RAB13 RNASE4 RNF41 RUNX2 SCARB1 SCPEP1 SCYL1 SEC61B SELL SEMA3C SFPQ SGMS2 SIRPA SLC16A5 SLC17A5 SLC2A3 SLC43A1 SLC48A1 SMARCD3 SNTB1 SPG21 SPTSSA ST14 STAM STARD7 STEAP4 STK32B STX3 SUSD3 SYNGR1 TCEAL1 TEX2 TMEM170B TMEM270 TMEM38A TNFAIP3 TNFSF8 TOP3A TP53I3 TREM1 TRIM3 TRIM59 TRIOBP TSHZ3 UBTD1 UIMC1 UXS1 VAPA VEGFA VNN2 ZC3H11A ZCCHC24 ZFP64 ZNF277 ZNF358 ZNF428 ZNF467 ZNF775 ZNF804A GSE36888_STAT5_AB_KNOCKIN_VS_WT_TCELL_IL2_TREATED_2H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36888_STAT5_AB_KNOCKIN_VS_WT_TCELL_IL2_TREATED_2H_UP A2M ABCA6 ABCC5 ABHD14A ACAA1 ACADM ACSL6 ACTMAP ADA2 ADGRD1 AHSA2P AIG1 ALAD AMDHD2 ANGPT1 APOBEC3C APOC1 ASRGL1 ATP1B1 ATP5IF1 AVPI1 BACE1 CA11 CADM1 CAPN3 CASP10 CAT CCDC14 CCNY CD101 CD180 CD244 CD300A CD300LB CD302 CD9 CDK5RAP3 CEBPA CFD CHEK2 CHN2 CHST13 CIAO2A CIITA CLEC10A CLEC3B CMTM7 CNRIP1 CPVL CRHBP CRTAP CYB5D2 DBP DCLRE1C DEPTOR DGLUCY DHRS9 DPEP2 ECI2 EIF3L EPAS1 EPHB2 EPHX1 EPRS1 EPS8 ERP29 FABP3 FABP4 FABP5 FAM228B FAM78A FECH FNDC3A FRMD4B GAS2L3 GBP2 GDPD1 GGTA1 GINS1 GNA13 GRN GSTK1 HADH HAL HAVCR2 HERPUD1 HEXA HGF HHEX HLA-A HLA-DMA HLA-DMB HLA-DRB1 HMGN3 HPS3 ING2 IQGAP2 IRF2BPL ITGB5 JPT1 KCNJ1 KCNJ5-AS1 KIF20B KLF7 LGALS3 LINC00324 LINC00865 LSP1 LTC4S LY86 MAML3 MAPKAPK5-AS1 MAPRE2 ME3 MEF2C METTL25 METTL7A MIF4GD MKLN1 MPP1 MPPE1 MRO MRTFB MS4A6A MXI1 NCOA7 NR1D2 NUCB1 OAS1 OGFRL1 OSBPL1A OSBPL3 OXA1L PABPC4 PAN2 PCYOX1 PDK3 PDK4 PFDN5 PHYH PLA2G15 PLCB1 PLEKHA2 PMFBP1 PPT1 PSEN2 PTGR3 PTPN18 RAB38 RAB42 RASA1 REPS2 RFX7 RNASET2 RNF170 RPS6KA2 S100Z SARAF SELENOP SESN1 SGK1 SHB SHMT1 SIGLEC15 SLC16A5 SLC17A5 SLC39A10 SLC7A8 SNX29 SORBS3 SPARC SPIN1 SPOP SRD5A3 STARD13 STMN1 SULF2 TASOR TBC1D2 TBC1D9B TCEAL1 TEPSIN TESK1 TLR7 TM7SF3 TMEM126B TMEM134 TNFRSF11A TNFSF13B TPK1 TREM2 TREML1 TUT7 TXNIP VPS13C WDR7 ZFP36L2 ZNF703 GSE36888_STAT5_AB_KNOCKIN_VS_WT_TCELL_IL2_TREATED_6H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36888_STAT5_AB_KNOCKIN_VS_WT_TCELL_IL2_TREATED_6H_DN ADGRB2 ADSS1 ALMS1 ANP32E ARAP3 ARHGAP11A ARHGAP19 ARL5A ARRB1 ARSB ASB7 ASF1A ATL2 ATP5F1A ATXN7L3B AURKA BCLAF3 C2orf69 CALU CCDC28B CCP110 CD151 CD160 CD244 CDC14A CDC27 CDC42EP1 CDCA4 CELA1 CEMIP2 CENPA CENPI CENPJ CENPN CEP104 CHAC2 CNPY4 COPS3 CRYBG2 CTNNB1 CYP51A1 DAB2IP DCXR DEPDC1B DGCR8 DIAPH3 DNM1L DNMT1 DNMT3A DPAGT1 DUS1L DUSP1 DYNLT1 EHD4 EMC1 EME1 ENKD1 EPB41L2 FAM111A FCER1G FGL2 FKBP10 FRMD4A FUCA2 G0S2 GAB2 GALE GGA3 GIMAP4 GLCCI1 GLIS2 GPC1 GPD2 GPSM2 GRINA GZMA GZMB H1-2 H2AX H2BC13 H2BC3 HASPIN HAUS3 HJURP IKZF2 ING1 INPP4A INSL6 IPMK IRGQ KCTD12 KIF11 KIF2C KLF10 KLHDC2 KLRD1 LAMTOR4 LBR LRRC40 LRRC57 LRRC59 LRRK1 MAGOHB MAPRE1 MARVELD1 METRN MGAT5 MKLN1 MMGT1 MMS22L MNS1 MORF4L2 MSH6 MTOR MXD4 MYCN MYO6 NCK2 NEDD4 NIPA2 NR2F6 NRARP OPA1 OSBPL8 P3H4 PDCD4 PDXDC1 PEPD PIAS3 PLIN2 PLK4 PLSCR3 POLE2 PPIH PRIM2 PRKCB PRPF3 PSAT1 PTCH1 PTGER4 PTTG1IP RAB43 RAP1GDS1 RFX3 RFX5 RHOB RIPK3 RNF26 SASS6 SEC23A SERPINB9 SGO2 SKP2 SLBP SLC25A46 SLC30A4 SLC41A2 SMC4 SMC5 SMUG1 SMURF2 SOAT2 SOCS5 SPTBN1 SRP68 SSBP3 STING1 STYK1 TAF5 TBC1D31 TCF4 TEDC2 TESC TGFBR1 TIMM22 TIRAP TLE4 TMEM18 TMEM223 TNFRSF1A TPP1 TPX2 TRIM36 TRIM44 TSPAN4 TYROBP UGCG UMAD1 WDR31 WDR5 WDR6 XPNPEP1 XPR1 ZDHHC16 ZFAND5 ZNF22 ZNF318 ZNF326 ZNF473 ZNF598 GSE36888_STAT5_AB_KNOCKIN_VS_WT_TCELL_IL2_TREATED_6H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36888_STAT5_AB_KNOCKIN_VS_WT_TCELL_IL2_TREATED_6H_UP ACP2 ACYP1 ADGRE5 ADM AFF2 AGPAT3 APBA2 AQP9 AREL1 ARHGAP10 ARSB ASRGL1 ASXL2 ATP8A2 B4GALNT1 BCKDK BEND6 BORCS8 BRCA2 C17orf75 C2orf68 CAMK2A CASP8 CBLB CD200R1L CD3G CD69 CDK2AP1 CDYL2 CEBPB CGAS CHCHD10 CLCN7 CLN3 COMMD4 COPG2 CRX CUL3 CXCL11 CXXC1 CYB5B DAP3 DAZAP1 DDT DRC1 DTNBP1 DUSP2 DYNC2I1 DYNLRB1 DYNLT5 DYRK3 EPB41L2 ERCC5 ERCC6L2 ESPN EXOC1 FAF1 FAM234B FBXW7 FGL2 FHIP2B FUNDC1 FYB1 GALNT15 GAPDHS GCDH GDPD3 GHSR GIMAP1 GIMAP7 GPC5 GPR152 GRAMD1A GRIN3A GRINA GYG1 H2AC18 HELB HEXA HGS HMG20A HNRNPD HVCN1 IFIH1 IFIT2 IFNAR1 IGFLR1 IL21R IL36RN IL4 IRF7 ISG15 ITGB2 JCAD KCNK4 KCTD2 KDM6A KHDRBS1 KLHDC2 KLHL17 KLHL35 LINC00612 LRRK1 LRRTM4 LYL1 LYRM2 MAPKBP1 MARCHF4 MCCC2 MDK MDP1 MED23 MIX23 MRPS21 MSL2 MTMR4 MTRES1 MUC5B MVB12B MYADML2 MYO9B NABP1 NINJ1 NLRC5 NMRAL1 NR6A1 OSBPL3 OSR1 PACSIN1 PCDHB14 PDE7A PDIA2 PFKFB4 PHF21A PHYKPL PIK3AP1 PITPNA POLR2A POSTN PRDX2 PSMG2 PSPC1 PTGER4 PTPRE QRSL1 RASA1 RBBP4 RCSD1 REG4 RHOB RIGI RNF139 RPAP2 RPP21 SC5D SCRN3 SDCBP SEPHS2 SEPTIN7 SGSH SH3BGRL3 SH3KBP1 SIPA1L2 SLAMF6 SLC10A3 SLC28A2 SLC35A3 SLC5A7 SLFN13 SMIM19 SMIM8 SOX5 SPRTN SRP54 STAU2 STK17B SUCO SYNE2 SYTL4 TALDO1 TASP1 TBC1D2B TBC1D4 TBCE TCF20 TGDS TM9SF3 TMEM126A TRDMT1 TRIP4 TXK USP45 USP5 UST WDR33 WDR59 YPEL5 ZNF569 ZSWIM4 GSE36888_UNTREATED_VS_IL2_TREATED_STAT5_AB_KNOCKIN_TCELL_17H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36888_UNTREATED_VS_IL2_TREATED_STAT5_AB_KNOCKIN_TCELL_17H_DN AAGAB ABLIM3 ACOT11 ACOT9 ACSBG1 AGPAT5 AGTR1 AHSP AIDA AKAP5 AKIRIN1 ALDH7A1 ANKRD6 ANXA6 APOBEC2 APPL2 ARRB1 ART4 ATOH8 BHLHE41 BRI3BP BTBD1 C12orf75 C2CD4B CACNA1C CAD CANX CAPN3 CARD10 CCDC6 CCL4 CCR7 CCT3 CCT5 CD8B CDC25B CERS3 CHST11 CISD1 CLCN6 CLDND1 CNOT2 CORO2B CPE CREB3L1 CSAD CYP27A1 DGAT1 DHCR24 DHRS3 DNAJB14 DOP1A DRG2 DUSP4 EGLN3 ENG EPAS1 EXOC4 EXOG FAM110A FAM13B FAM53C FBXL6 FFAR2 FGD6 FKBP5 FLRT2 FLT4 FUT9 GALNT1 GMIP GNB4 GSTO1 GZMA GZMM H19 HEY1 HIRIP3 HK2 ICOS IFT81 IQCF1 IQCH IRAK2 IRAK3 ISLR ITGB7 KCNC1 KCNK6 KLF4 KLHL24 LARP1 LMO1 LPCAT2 LPCAT3 LTA LTB4R LUC7L MAF MAGED1 MCMBP MCUR1 MEIOC MFSD2B MPPED2 MSH2 MYADM MYO1E NIPAL3 NOP16 NOVA1 NXNL2 PABPC1 PARK7 PARP1 PFKP PI4KA PIEZO1 PLEKHG1 PLIN3 PLOD1 PNP POGLUT3 PON2 POU5F2 PPCS PRICKLE1 PRSS54 PSTK PTGES3 PUM1 QTRT1 RAMP1 RAMP3 RAPGEF3 RASA4 RBM34 REXO2 RFC5 RHOBTB1 RIPOR2 RMND5B RNASET2 RNF32 RNMT ROM1 S1PR1 SARAF SCP2 SEC14L1 SELENOP SELENOT SH3BP5 SHMT2 SIK1 SLC22A17 SLC9A5 SMOX SMPD2 SNRNP70 SNX2 SOX13 SPNS1 SPOCK2 SPTAN1 SRCAP STAB2 STEAP4 STK24 SVIP SYMPK TAF13 TAF6 TAGLN2 TBL1X TFAP4 TLE3 TLR1 TNFRSF21 TNFRSF25 TOP2B TPD52 TRAPPC6A TREML2 TSPAN14 TSPAN3 TTC3 TUBG1 TWNK UBE2T USP15 USP31 USP7 WDR13 WDR26 XKRX YES1 ZFR ZFTA GSE36888_UNTREATED_VS_IL2_TREATED_STAT5_AB_KNOCKIN_TCELL_17H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36888_UNTREATED_VS_IL2_TREATED_STAT5_AB_KNOCKIN_TCELL_17H_UP AGFG1 AGPAT4 AICDA ANKRD13D ANO3 APH1B AQP9 ARID5B ARL8A ATP13A3-DT BCL2A1 BTG1 C1QTNF1 C5AR1 CASP4 CCDC69 CCDC83 CCND3 CD177 CD55 CDC42EP5 CDC6 CDKN2D CERS5 CFAP99 CGA CHST15 CNTN5 CPTP CSRNP1 CTSB CXCL2 CYP3A43 CYTIP DACH1 DDIT4 DHX9-AS1 DUSP18 DUSP4 ELL EMP2 ENSG00000274253 EOLA2-DT EXOC7 FANCA FGD3 FIGN FIGNL1 FJX1 FLRT3 FTH1 GABRA6 GCH1 GDI1 GK5 GLRX GMFG GNAI2 GNG2 H1-2 H2AC14 H2BC4 H2BC5 H2BC8 H2BC9 HAS1 HBEGF HES1 HLX HRH1 HSPA1A IER5 IL1B IL2RA IL3RA INSIG2 IRS2 ITGB8 ITM2C KLHL2 KREMEN1 LIMK2 LINC00691 LINC01115 LINC02092 LIPJ LMCD1 LRRC31 LSS LTB4R MAP3K4 MAP3K5 MCEMP1 METRNL MIR3945HG MLKL MTF1 MTHFS MUCL1 MYH8 MYL12B MYL6 MYL6B MYO1G NAMPT NEFH NKG7 NKX3-1 NMNAT2 NTS NUCB1 PAG1 PDE4C PECR PET100 PFKFB3 PHF1 PLAC8 PLAUR PLEKHS1 PLSCR3 PNPLA6 PTGES PTGS2 RAB13 RAB27A RABGEF1 RAMP1 RASSF5 RFTN1 RHOH RILPL2 RIMS1 RIN3 RIPOR2 RPH3A RUNX1 RUSC1-AS1 SAXO1 SEMA4C SEPTIN6 SERPINB7 SESN2 SGSH SH3PXD2B SIK3 SLA SLAMF1 SLC1A2 SLC24A4 SLC25A37 SLC49A4 SMOX SOD2 SORCS1 SSBP3-AS1 ST20-AS1 ST3GAL2 ST6GALNAC2 STX5 STXBP2 TAOK1 TBC1D8 TFDP2 TGFA TIAM2 TMEM234 TMEM71 TNFAIP3 TNFAIP6 TNFRSF1B TNIP3 TOM1 TRAF1 TRAF3IP2 TREM1 TRIP10 UBE2B UNC79 USF3 VCAM1 VDR WDR88 WIF1 ZBTB17 ZFPM2 ZFYVE27 ZNF44 ZNF577 ZNF587 ZSWIM2 GSE36888_UNTREATED_VS_IL2_TREATED_STAT5_AB_KNOCKIN_TCELL_2H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36888_UNTREATED_VS_IL2_TREATED_STAT5_AB_KNOCKIN_TCELL_2H_DN A2M ABCA2 ABCE1 ABI3 ACAP1 ACER3 ACOT7 ACTR3 ADA ADAM28 AK3 ARHGAP15 ARHGAP5 ARL2 ARL4C ARMCX2 ASAH2B ASB2 ATAD1 ATP1B1 AXL BACH2 BCAR3 BCL7A C19orf33 C19orf44 CAND1 CCDC34 CCL5 CCNG1 CD160 CD1E CD38 CDCA7L CENPK CEP128 CEP68 CHAC2 CLIC2 CREB5 CSTPP1 CTTNBP2NL CYP2S1 DDX47 DENND1B DENND2B DGKE DHX35 DNAJA4 EEF1E1 EFCAB5 EFHC1 EIF3K ELAVL4 ENPP3 ETS1 EVL FADS2 FCMR FCN3 FHL1 GART GAS6 GINS1 GNG7 GRAMD2B GRIP1 H2AC11 H2AC25 H2BC13 HAPLN3 HEATR5B HIVEP2 HLA-DPB2 HLTF HYLS1 IFT80 IGKV3-20 IL18RAP IL2RB IL7R ITGB7 ITK KLRF1 LBH LIMCH1 LINC01126 LTC4S MAP3K21 MAP4K1 MAT2A MBD5 MMD MRC1 MRC2 MTERF2 MTFMT NAA40 NARS2 NAV1 NCK2 NDC80 NDUFAF4 NIT2 NOL11 ODF2L OVGP1 P2RY6 PABPC1L PACC1 PACS2 PCLAF PEBP1 PLA2G12A PLA2G6 PNMT PON2 PPM1J PPP1R16A PPP2R1B PRC1 PRDX2 PRSS23 PTTG1 PUM3 RABEP2 RALA RAN RASGRP1 RAVER2 RBM28 RBPJ REC8 RHOF RPAP2 RPLP2 RPS11 RPS18 RUVBL1 S1PR5 SDS SIGLEC17P SIT1 SLAMF7 SLC46A1 SLC9A7 SMAGP SMPD3 SNHG12 SOX12 SP140 SP140L SPIB SPIN1 SPRY2 ST18 STAT4 STIL SUSD3 TAMALIN TCEA3 TCF3 TERF2 TESPA1 TFDP2 TGDS THEM4 TINAGL1 TMEM182 TOP1MT TPD52 TRAF4 TRAF5 TRAP1 TRIB2 TSPAN33 UBE2N UGCG UHRF1 UNC13B UPF2 UQCC1 UST UTP20 UTP6 WDR54 ZAP70 ZBTB5 ZCCHC8 ZCRB1 ZNF251 ZNF284 ZNF571 ZNF789 ZSCAN5A ZWINT GSE36888_UNTREATED_VS_IL2_TREATED_STAT5_AB_KNOCKIN_TCELL_2H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36888_UNTREATED_VS_IL2_TREATED_STAT5_AB_KNOCKIN_TCELL_2H_UP ACER3 ACKR3 ACVR1B ADM AFDN ALDOA AMPD3 ANKRD22 ARMT1 ASAP1 ASB1 ASPHD2 ATP2A2 ATP2C1 AZIN1 BBIP1 BCL6 BMAL2 BTBD10 BTG3 C15orf48 C3 CCL19 CCL2 CCL20 CCL4 CCL7 CD274 CD47 CD58 CKAP4 CLEC5A CLIC1 CXCL1 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CYP27B1 CYSTM1 DCUN1D3 DDIT4 DGAT2 DGKH DNAJC10 DNER DPP3 DYNLT3 EBI3 EDEM2 ELL2 ELOVL7 ERRFI1 FCAR FCER1G FIGNL1 FJX1 FKBP4 FNDC3B FPR2 FSD1L FTH1 FUT4 FUT8 G0S2 GAPDH GCH1 GK GLIS3 GPR68 GPR84 GSAP HCK HIC1 HMGN2P46 HNRNPLL HPS5 HRH1 HS3ST3B1 ICAM1 IL1A IL1B IL6ST IRAK2 ITGB8 KCNJ15 KCNN4 KLHL2 KYNU LAMB3 LAMC1 LDHA LILRA1 LILRB1 LIMK2 LINC03025 LRP12 LYN MAML2 MAMLD1 MARCKSL1 MET MFSD2A MIR22HG MIR23AHG MN1 MSANTD3 MTF1 N4BP1 NCF2 NDP NEFH NETO2 NFAT5 NFE2L1 NFKB2 NFKBIZ NMRAL2P NOL4L NRP1 OLIG2 P2RY2 PACSIN2 PDLIM7 PID1 PIK3R5 PKM PLAUR PLEKHA3 PLK3 PLP2 PLPP1 PNMA1 PNP PPM1N PRKAG2-AS2 PROCR PSMA3 PSMA6 PSTPIP2 PTPN12 PVR PXK RFTN1 S100A12 S100A2 S100A9 SAMSN1 SERPINA1 SGPP2 SH3PXD2B SIGLEC16 SLC16A6 SLC22A4 SLC39A8 SLC41A2 SLC7A11 SMPDL3A SMURF1 SOCS2 SOCS3 SOD2 SOWAHC SPECC1L SPRED1 SPRED2 STEAP1 STEAP3 STX1A SURF4 TALDO1 TBC1D16 TBC1D30 TLR2 TMEM115 TMEM138 TMEM45B TNF TNFAIP3 TNFAIP6 TNFAIP8 TNFRSF9 TNIP1 TNIP3 TNS3 TP53BP2 TRAF1 TRAF3IP2 TREM1 TRIM13 TTLL4 TUBB TXN UHRF1 VDR WFDC21P WNT5A ZBTB17 ZC3H12A GSE36888_UNTREATED_VS_IL2_TREATED_STAT5_AB_KNOCKIN_TCELL_6H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36888_UNTREATED_VS_IL2_TREATED_STAT5_AB_KNOCKIN_TCELL_6H_DN A2M ACOX3 AGPS ALDH1A2 ALDH3A2 ALG14 ALG5 ARHGAP10 ASPH ATP1B1 ATP5F1A ATP5MC1 ATP5MC3 ATP5MJ AVPI1 BEND3 BLOC1S2 C17orf58 C1orf109 C1orf198 C8orf33 CA2 CAMK1 CANX CBR1 CCDC43 CD109 CD1B CD1E CD52 CD84 CD9 CDK5 CHCHD10 CHCHD2 CHCHD4 CHD9 CHEK2 CLUH COL8A2 COX10 COX18 COX5B COX7B CSTF3 CYCS DAG1 DCSTAMP DCTD DHRS11 DOCK3 DPAGT1 E2F6 ECHDC1 EEF1E1 EFR3A EPS8 EXOSC5 FABP4 FABP5 FAIM FAM162A FASTKD1 FASTKD2 FDX2 FDXACB1 FH FN1 FNTB FRMD4B FUCA2 GAL GALE GALM GATD3 GCLC GEM GEMIN6 GFM1 GGCT GLRX3 GLUD1 GPC4 GREM1 GRSF1 GTF2E1 GUF1 HNRNPA3 HSPA9 IL1R2 IQGAP2 KCNJ5-AS1 LARP4 LGALS9 LHFPL2 LIAS LIPA LPL LRRC58 LSM12 LSP1 MAGOHB MAIP1 MCRIP2 MDFIC MDH1 ME1 ME3 METTL1 MICOS10 MRPL15 MRPL27 MRPL4 MRPS28 MRPS35 MRPS7 MTERF3 MTFP1 MTIF2 MTPAP MYOF NANP NCBP2 NDC1 NDRG2 NDUFA4 NDUFAF4 NDUFS3 NETO2 NIPSNAP2 NMB NRP2 NUDCD2 NUDT12 NUDT15 NUDT19 NUDT9 PDHA1 PET117 PGM2 PI4K2A PIGW POLD1 POLR1C PPARGC1B PRDX1 PRMT3 PSMA5 PTP4A1 PTPMT1 PTRH2 RAB40B RAB7B RABGGTB RAP1GDS1 RAPH1 RBX1 RCC2 RMDN3 RPE RPS6KA2 RSC1A1 S100A1 SBF2-AS1 SDHB SERPINE1 SETD7 SLC17A9 SLC25A13 SLC25A43 SLC25A5 SLC29A3 SLC35B1 SLC50A1 SNX5 SP2-AS1 SPOCD1 SPP1 SPRY2 SRD5A3 SRPRB SUCLA2 TAF9 TIMM17A TIMM21 TMA16 TMED10 TMEM70 TREM2 TREML1 TRIAP1 TRUB2 TSC22D1 UBE2V2 UCHL3 UTP18 WDR74 ZNF146 ZW10 ZZZ3 GSE36888_UNTREATED_VS_IL2_TREATED_STAT5_AB_KNOCKIN_TCELL_6H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36888_UNTREATED_VS_IL2_TREATED_STAT5_AB_KNOCKIN_TCELL_6H_UP AATBC ADGRE3 AFDN AKAP9 ANKRD13D ANO10 ANXA2R-OT1 APH1B ARHGAP19 ARMT1 ASCL1 ASPHD2 ATP13A3-DT ATP7B BEST1 BST1 BTBD10 C1orf115 C2CD3 C3orf70 CA13 CAB39 CASP5 CCL19 CCM2L CD14 CD209 CD47 CDC42EP5 CEP135 CHCHD7 CISH CLEC4G CLIC1 CORO1A CPD CRACD CRLF3 CYP3A5 CYRIA DDIT4 DMRT1 EDEM2 ELL EMILIN2 ESRRG ETV3 FCGR2A FCGR2B FCGR2C FCRLB FIGNL1 FPR1 FPR2 FSD1L GK5 GLCE GLDC GNG2 GPR83 GRB2 GSTA4 GUSBP3 HAS1 HCK HRH1 HS3ST3B1 HTR7 HYCC1 IER3 IER5 IFT27 IFT43 IL1B IL6-AS1 IL6ST INSIG2 IQUB ISX ITGB8 JAM2 KSR1 LAT2 LHFPL1 LILRA1 LILRA5 LILRA6 LILRB1 LILRB3 LIMK2 LINC01465 LINC02209 LRATD1 LRRC25 LRRC4 LYN MAF MAGEA1 MAP3K4 MAP3K5 MB21D2 MBOAT2 MED30 MEGF9 MIGA2 MIR3142HG MIR4453HG MS4A7 MXD1 MYO1G N4BP1 NAGS NAMPT NEFH NEUROD1 NFE2L1 NFKBIZ NOD2 OLIG2 P2RY2 P2RY6 PCGF3 PFKFB3 PIK3AP1 PLAC8 PLAGL2 PLK2 PLSCR1 PMP22 PREX1 PRKCD PRKD3 PRR34-AS1 PTGES PTPRF RAB27A RAB31 RARA RPGR RYBP S100A12 S100A8 S100A9 SAMD4B SAMSN1 SASH1 SEMA4C SEPTIN10 SEPTIN6 SERPINB9 SESN2 SH3PXD2B SHOC2 SLC16A10 SLC2A10 SLC41A2 SLC4A8 SLC7A7 SMPDL3A SOCS1 SOCS2 SOCS3 SOD2 SOS1 SPACA6 SPTLC2 STXBP5-AS1 SUSD1 SYT17 TBC1D30 TET2 TGFA THBS1 TM9SF4 TMEM115 TMEM168 TNFRSF1B TNIP3 TRAF3IP2 TRIM13 TRIP10 TRNAU1AP ULK2 USP3 USP32 VAV1 VDR VEGFA VNN2 VNN3P WDR17 WDR64 ZBTB1 ZC3H12A GSE36888_UNTREATED_VS_IL2_TREATED_TCELL_17H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36888_UNTREATED_VS_IL2_TREATED_TCELL_17H_DN ACKR3 ACOT9 ACP2 ACSL1 ACVR1B ADGRE2 ADM AFDN AK4 ALOX5AP ANKRD22 ANKRD33B ASAP1 ASPHD2 ATP13A3 ATP2C1 AZIN1 BATF BBIP1 BCL2A1 BCL6 BEST1 BMAL2 BTG3 C15orf48 CA12 CASP5 CCL20 CCL23 CCL4 CCM2L CD274 CD59 CDC42EP2 CDKN2D CISH CKAP4 CLEC4E CLIC1 CNIH4 CPD CXCL1 CXCL2 CXCL3 CXCL5 CXCL6 CYB5R2 CYP27B1 CYRIA CYSTM1 DCUN1D3 DDIT4 DENND3 DNER ELOVL7 ETV3 ETV5 FCAR FCER1G FERMT2 FIGNL1 FJX1 FNDC3B FPR2 FSD1L FTH1 FUT8 G0S2 GALNT4 GCH1 GK GK5 GLIS3 GLRX GNA15 GPR68 H2BC4 HAS1 HCK HECW2 HLX HMGN2P46 HRH1 HS3ST3B1 ICAM1 IER5 IL15RA IL6 INSIG2 ITGB8 KCNJ15 KIF3B KYNU LAIR1 LAMB3 LDHA LILRB1 LIMK2 LINC03025 LPP-AS2 LYN MAML2 MAP3K4 MCOLN2 MET MFSD2A MIR155HG MIR23AHG MIR3945HG MN1 MSANTD3 MT1E MT1F MT1M MT1X MT2A N4BP1 NAMPT NDP NEFH NFAT5 NFKB2 NFKBIZ NOL4L P2RY2 PDLIM7 PFKFB3 PI4K2B PIK3AP1 PKM PLAC8 PLAGL2 PLAUR PLEKHA3 PLGRKT PLP2 PLSCR1 PNMA1 PRKAG2-AS2 PSD3 PSMB7 PTGES PTGS2 PTX3 PVR RCN2 RFTN1 RILPL2 S100A12 S100A2 SAMSN1 SERPINA1 SGPP2 SH3PXD2B SLC16A6 SLC25A37 SLC39A8 SLC41A2 SLC7A11 SLC7A7 SLX4 SMPDL3A SOCS1 SOCS2 SOD2 SPACA6 SPRED2 ST20-AS1 STK3 STX1A TBC1D16 TBC1D30 TECPR2 TGFA TLR2 TMEM115 TMEM45B TNFAIP3 TNFAIP6 TNFRSF9 TNIP1 TNIP3 TOM1 TP53INP2 TRAF1 TRAF3IP2 TREM1 TRIP10 TUBB TUBB2A TUBB3 TUBB4B UFD1 VDR WNT5A ZBTB17 ZC3H12A ZNF207 ZNF319 ZNF697 GSE36888_UNTREATED_VS_IL2_TREATED_TCELL_17H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36888_UNTREATED_VS_IL2_TREATED_TCELL_17H_UP A2M ABHD10 ABHD14A ACADM ACRBP ACTMAP ADA2 ADCK1 ADGRD1 ADK AKR1A1 ALDH3A2 AMZ2P1 ANGPT1 APOC1 ARMCX1 ASRGL1 ATP1B1 ATP2B1 ATP5F1A ATP6AP2 AVPI1 BACE1 BLVRB C5 CADM1 CAMK1 CASP10 CAT CBR1 CBR4 CCNY CD101 CD180 CD1E CD2AP CD302 CD52 CD86 CD9 CDKN2AIP CEBPA CFD CHEK2 CHN2 CHST13 CIITA CLEC2B CLEC3B CMTM7 CNRIP1 COQ8A CPVL CRHBP CRTAP CST6 CZIB DBP DDX19A DEPTOR DHRS9 DIRC3 DPEP2 ECHDC1 EPHB2 EPS8 FABP4 FABP5 FAM135A FAM13A FAM13B FAM78A FECH FNTB FRMD4B GALM GAS2L3 GCLC GDPD1 GGTA1 GPNMB GPR34 GPR82 GPX3 GRN GRSF1 GUSB HADH HAVCR2 HDHD2 HEXA HGF HHEX HLA-DMA HLA-DMB HLA-DRA HPS3 IFTAP IQGAP2 ITGB5 KCNJ5-AS1 KIF22 LGALS3 LGALS9 LGMN LTC4S LY86 MAML3 MAP4K3 MBNL3 MDFIC ME1 MEF2A MEF2C MIF4GD MPND MPP1 MRM2 MRO MS4A6A NANP NARS1 NDUFA4 NDUFB5 NME8 NUDT19 OAS1 OSBPL1A OSBPL3 OXA1L PABPC4 PALLD PCNA PFDN5 PFKFB2 PLA2G15 PLCB1 PLD3 PMFBP1 POLE3 PON2 PPT1 PRCP PREPL PRPS2 PTGR3 RAB42 RAB7B RAPH1 RASA1 RASAL2 REPS2 REV3L RFX7 RHOBTB1 RNASET2 RNF135 RPS6KA2 S100Z SCARB2 SDS SELENOP SEPTIN2 SETD7 SHMT1 SKIC3 SLC16A5 SLC7A8 SNX29 SORBS3 SPTLC3 SPTSSA SRD5A3 STARD13 STMN1 TAF9 TBC1D9B TECR TESK1 TIMP2 TLR7 TM7SF3 TMEM134 TMEM144 TNFRSF11A TNFSF13B TNS1 TPCN1 TREM2 TREML1 TUT7 TXNIP VAPA VPS13C WDR7 WDR91 ZBED3 ZFP64 ZYG11B GSE36888_UNTREATED_VS_IL2_TREATED_TCELL_2H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36888_UNTREATED_VS_IL2_TREATED_TCELL_2H_DN A2M ABCA6 ABCB6 ABL2 ACADM ACOT13 ACSL6 ACY1 ADPRS ALDH1A2 ALDH3A2 ANKRD34A APOBEC3A APOC1 APOC2 ARHGEF10 ASPH ASPHD1 ASPM ATP5F1A ATP5MC3 ATP5ME ATP5MJ ATP5PF AVPI1 AXL BCAP31 BCAR3 BLOC1S2 C17orf58 C1orf198 CA2 CAMK1 CANX CD1B CD52 CD84 CD9 CDH6 CHCHD10 CHD9 CHEK2 CLCN3 COL22A1 COL8A2 COPRS COX5B COX7B COX7C CRABP2 CRYZL2P CSNK2B CTNNAL1 DAG1 DCSTAMP DECR1 DENND4C DGLUCY DHRS11 DHRS9 DISP1 DMAC1 DNPEP DOCK3 DPAGT1 ECI1 EFR3A ENHO EPB41L1 EPS8 EVL FABP3 FABP4 FABP5 FAIM FAM120C FBP1 FHL1 FMC1 GAL GATD3 GCHFR GCLC GEM GEMIN6 GGCT GINS1 GLUD1 GNGT1 GPAT3 GPC4 GRHL3 GTF2H2B GTF2IRD1 GUSB HAVCR2 HMG20B HMGA1 HSD3B7 HSF2BP IL1R2 ILVBL IQGAP2 KAZN KCNE1 KCNJ1 KCNJ5-AS1 KIF26B LGALS9 LHFPL2 LIMS1 LINC00307 LINC01010 LIPA LPL LSP1 LY6E LYSET MAP4K3-DT MCUR1 MDH1 ME1 ME3 METTL1 METTL7B MGLL MIR646HG MITF MRO MRPL15 MRPL34 MRPS25 MRTFB MTUS1 MYOM2 MYOZ1 NDUFA4 NDUFB9 NDUFS3 NMB NR2F1-AS1 NRAV NRIP3 NRP2 PHOX2B PI4K2A PINLYP PLCXD1 PLOD3 PMFBP1 POLD1 PPM1E PRELID3A RAB11FIP4 RAB40B RAB42 RAP1GDS1 RASAL2 RPS6KA2 S100A1 SCARB2 SCART1 SEMA3G SHANK3 SHB SHOX2 SIL1 SLC17A9 SLC1A2 SLC25A13 SLC29A3 SLC35B1 SLC35F3 SLC50A1 SLC6A12 SNAI3 SNAPC5 SPINT1 SPOCD1 SPP1 SPSB1 TEX264 TIE1 TIMP3 TLE1 TMEM126B TMEM134 TMEM209 TMEM70 TMEM91 TNFRSF11A TNFRSF21 TNNI2 TOMM40L TREML1 TSC22D1 TSPAN32 UQCRB ZNF22-AS1 GSE36888_UNTREATED_VS_IL2_TREATED_TCELL_2H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36888_UNTREATED_VS_IL2_TREATED_TCELL_2H_UP ABHD3 ABI3 ACTR3 ADGRE1 ADGRE2 ANKMY2 APOBEC3G ARAP2 ARHGAP17 ARHGAP29 ARHGEF12 ARID5B ASB2 AUNIP C11orf80 C12orf57 C1orf112 C3 CAP1 CCDC34 CCDC88C CCNE1 CCSAP CD47 CD7 CD79B CDH23 CDYL2 CENPE CEP78 CTSC CTSL CUX1 CYREN DAPK1 DEDD2 DNAJA4 DNASE1L1 DSTN EFCAB11 ELAVL4 EML4 ENSG00000230707 EOLA1-DT ERMN EVL FAM110A FAM13A-AS1 FAM91A1 FANCI FGD3 GALNT10 GCH1 GOPC GPR137B GRPEL2 GSTA4 GUCY1B1 H2BC5 HERPUD2 HES1 HES4 HIVEP1 HMOX1 HSPA6 HTATSF1 HYCC1 IKZF5 ING2 INSIG1 IQCK ITGA4 ITGB1 JAK1 JPH1 KCTD9 KLF11 KNDC1 KPNA4 L1TD1 LBH LONRF1 LPIN1 LRRC37B LST1 MFSD12 MGLL MIS18BP1 MS4A7 MTOR MTSS1 MXD3 MYO18A MYO19 NAAA NDUFAF5 NFATC1 NFKBIZ NOTCH4 OARD1 PAG1 PARP15 PDK4 PER3 PEX1 PGLYRP2 PHC1 PHF19 PIK3AP1 PLAGL2 PLRG1 PLVAP PPP1R16A PPP1R17 PRIM1 PRORSD1P PRR5 PRR5L PTP4A3 PWWP2B R3HCC1L RASA3 RBFA REST RGL4 RHOF RICTOR RNF144B RNF149 RNF6 RRAS SAT1 SEMA4C SESN1 SFTPD SH2D3C SHISA4 SLAIN2 SLAMF7 SLC25A12 SLC2A6 SLC39A13 SLC44A2 SMARCA5 SMARCC1 SMC6 SNAP23 SNED1 SNX18 SNX5 SNX9 SP140L SPRED1 SSBP4 ST3GAL5 ST6GAL1 STIM2 TBK1 TCF7L2 TES TESMIN TFDP2 TFRC TMC8 TMEM63C TNF TNFRSF1B TNFRSF8 TRAPPC2 TRAPPC4 TTC9 TTPAL TUBGCP5 TWF1 UBASH3B UBE2T UBFD1 UBQLN1 UCKL1 ULK2 UST VDR VMO1 VPS53 WASHC4 WDR11 WDR62 XYLT1 YPEL2 ZBTB11 ZBTB14 ZBTB18 ZFAND5 ZNF479 ZNF703 ZRSR2 ZSCAN16 GSE36888_UNTREATED_VS_IL2_TREATED_TCELL_6H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36888_UNTREATED_VS_IL2_TREATED_TCELL_6H_DN A2M AASDHPPT ACADM ACVR2A ADCK1 ADK ADORA2B AGPS AKAP11 ALG2 ALG5 ARMC10 ARMCX5 ARRDC3 ASB13 ATP5F1A ATP6V1G1 AVPI1 B3GALT1 BLOC1S2 BPNT1 BPNT2 BRCC3 C15orf61 C1orf109 C1orf131 C2CD2 CAMK1 CANX CCT5 CD163L1 CD1B CD1E CD84 CDC23 CEP41 CFDP1 CHCHD4 CHML CLEC12B CMTM7 CNBP COG2 COMMD10 COX18 COX7B CRLS1 CTSA CUTC DDX28 DNAJB11 DPCD DUSP19 E2F6 EEF2K ELOVL6 ELP1 ENC1 ENTR1 EPS8 ERLIN2 FABP4 FABP5 FASTKD1 FBXO4 FECH FKBP14 FN1 FRMD4A FUCA2 GAL3ST4 GCLC GEMIN2 GEMIN6 GFM1 GLUD1 GMFB GML GRSF1 GTF2E1 GTF3C2 HEATR3 HMG20B HNRNPA3 HNRNPR HTATSF1 HYLS1 IFTAP IGFL2 IQGAP2 ITGB5 KCNJ5-AS1 KIF1C KLF11 KRT40 LARP4 LCTL LGALS9 LGMN LIG3 LRRK1 MBNL3 MCRIP2 MDH1 MEX3B MORF4L2 MRPL15 MRPS14 MSANTD4 MTRES1 MYO1E MYOF NANP NARS1 NCAPD3 NCBP2 NDC1 NDUFV3 NETO2 NEUROD1 NMB NOL8 NSMF NUDCD2 NUDT15 NUDT4 NUP35 OSBPL1A OTUD4 PACRGL PCBD1 PCNA PDCD6 PEMT PGBD2 PIGW PKD1L1-AS1 PNN PNPO POLE3 PON2 POP4 PPARGC1B PPT1 PRDX1 PRKDC PRPS2 PSMA5 PTCD3 PTRH2 RAB42 RAB7B RABGGTB RAP1GDS1 RAPH1 RBBP9 RBM28 RHOBTB1 RIOK1 RIOK2 RMDN3 SCO1 SEC63 SETD7 SLC16A1 SLC25A13 SLC4A7 SP2-AS1 SPTSSA SRSF7 TAF9 TANC2 TFAM THBS3 THEM5 TIMM13 TKFC TMEM119 TMEM138 TMEM70 TMTC2 TMTC4 TNS1 TREM2 TREML1 TRIM47 TSSK4 TTF2 UCHL3 UTP18 UTP3 VSIG4 WFDC21P XPO1 ZC3HAV1L ZNF561-AS1 ZNF614 ZNF664 ZZZ3 GSE36888_UNTREATED_VS_IL2_TREATED_TCELL_6H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36888_UNTREATED_VS_IL2_TREATED_TCELL_6H_UP ADGRA2 ADGRE3 ANKRD13D APH1B ARHGAP19 ASPHD2 ATF7IP ATP13A3-DT AVIL BASP1 BCL11A BEST1 C5AR1 CA12 CASP5 CCDC69 CCM2L CCND3 CCNE2 CD14 CD55 CDA CDC42EP2 CDKN2D CEACAM3 CISH CLEC4D CMIP CPD CRACD CXCL13 CYB5R2 CYP3A5 CYRIA CYTIP DCAF5 DCTN2 DDIT4 DENND3 DUSP22 DUSP4 EHBP1L1 EHD1 ELL EMILIN2 EMP2 ENSG00000274253 ETV3 FANCA FCER1G FCGR2A FCGR2B FCGR2C FCRLB FIGNL1 FJX1 FPR1 FPR2 FSD1L FTH1 GALNT6 GK GK5 GNA15 GNG2 GPANK1 GPR137B GSTA4 GUSBP3 H1-2 H2AC14 H2AC6 H2BC4 H2BC5 HAS1 HES1 HS3ST3B1 IER3 IER5 IL10RB IL2RA IL4R IL6-AS1 INSIG2 IRF4 IRS2 ITGB8 KSR1 LILRA1 LILRB1 LILRB3 LIMK2 LINC00691 LINC00877 LINC01465 LPP-AS2 LRRC25 LTB4R LYN MAP3K4 MCEMP1 MEGF9 METRNL MXD1 MYL6B MYO1G N4BP1 NAGS NAMPT NEFH NFAT5 NFKB2 NFKBIZ NLRC4 P2RY6 PFKFB3 PIK3AP1 PLAC8 PLAGL2 PLD1 PLEKHO2 PLP2 PLSCR1 PNPLA6 PNPLA8 PRKAG2-AS2 PTAFR PTGES PTGS2 PTPN2 RAB24 RAB27A RAB31 RILPL2 RIN3 RIPK3 RUNX1 RYBP S100A12 S100A8 S100A9 SAMSN1 SEMA4C SEPTIN10 SEPTIN6 SERPINB1 SERPINB9 SESN2 SH3PXD2B SIPA1L1 SLA SLAMF1 SLC16A10 SLC24A4 SLC25A37 SLC41A2 SLC49A4 SLC4A8 SLC7A7 SMPDL3A SOCS1 SOCS2 SOCS3 SOD2 SOS1 SPACA6 SPTLC2 SRGAP2 ST20-AS1 STEAP1B STK26 STXBP2 SYK TAOK1 TBC1D30 TECPR2 TGFA TMEM115 TNFRSF1B TNFRSF8 TNIP3 TOM1 TP53INP2 TRAF3IP2 TRIB1 TRIM36 TRIP10 UBE2B USF3 VDR VEGFA VNN2 VNN3P YPEL5 ZC3H12A GSE36891_POLYIC_TLR3_VS_PAM_TLR2_STIM_PERITONEAL_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36891_POLYIC_TLR3_VS_PAM_TLR2_STIM_PERITONEAL_MACROPHAGE_DN ABCA9 ACOT13 AGA AGPAT5 AIFM1 ALDH3A2 ALG14 ALG5 ANXA4 ARL10 AS3MT ATP10A ATP6V1H BCAP31 BIVM BLZF1 BMPR1A BRIX1 BTD CASP1 CASP12 CBR3 CCDC127 CCZ1 CD160 CERS5 CHPT1 CHST4 CLN5 CLOCK COMMD6 COMMD7 CPA3 CRTAP CRYZL1 CSF2RB CST7 CXCR6 CYP20A1 DDX19A DFFA DNAJA3 DNAJC24 DPY30 DPYSL2 E2F5 ECHDC1 EFCAB3 EIF4B EIF4E3 ETAA1 FAM118B FAM72A FKBP14 FLT4 FMO2 GABRA2 GLB1 GPR34 GPX8 GSAP GTPBP8 HACD4 HMCN1 HNMT HYCC2 HYLS1 IDS IFNG IGSF10 IK IL15 IL21 KLF10 KLRC1 KLRC2 KLRC3 KRT80 LCLAT1 LHFPL1 LILRA5 LXN MAPKAP1 MCAT MED6 MFSD1 MLKL MORF4L2 MPDZ MRPL15 MRPL35 MRPS26 MRPS5 MRTFB MTA3 MTSS2 MYCBP NADK NCF2 NFAM1 NNMT NOL11 NRP1 NUCB2 PAK3 PCGF2 PFDN1 PFN2 PHOSPHO2 PKIA POLR2I PRG4 PRIM1 PRPSAP1 PSIP1 PSMC2 RAB11A RAB12 RAB28 RAB9A RBM43 RIOK2 RRN3 S100A11 SAE1 SAT2 SDR42E1 SGCD SH3BGRL2 SIKE1 SKAP2 SLC15A2 SLC25A23 SLC25A24 SMU1 SRD5A3 STAMBP SUCNR1 THYN1 TIRAP TLR4 TMEM126A TMEM126B TMEM67 TNFSF14 TOMM34 TRAFD1 UBE2E3 UTP11 WDR41 WDR45B WLS YARS2 YWHAB ZBED3 ZBTB6 ZBTB7B ZC2HC1A ZC3H14 ZDHHC2 ZDHHC20 GSE36891_POLYIC_TLR3_VS_PAM_TLR2_STIM_PERITONEAL_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36891_POLYIC_TLR3_VS_PAM_TLR2_STIM_PERITONEAL_MACROPHAGE_UP ADAMTS1 ADAMTSL3 ADM2 ADRA2B AGBL2 AKAP12 ALOXE3 ANAPC10 ANKRD17 APOLD1 ARL1 ARL4D ASB4 ATF3 ATP1B4 BHLHE40 BIRC3 BTG2 CABYR CBX2 CCL2 CCL7 CCRL2 CCSER1 CD80 CD93 CEBPB CEBPD CIRBP COQ10B CTLA4 CXCL1 CXCL2 CYTIP DDHD1 DNAI7 DOK7 DUSP1 DUSP2 DUSP4 DUSP5 DUSP6 EDN1 EGR1 EGR2 ERP27 FBXL19 FBXW10 FGF23 FOS FOSB FOSL2 GDF15 GEM GPR143 GPR65 H3-3B HAMP HBEGF HMGB1 HRK HSPA1A HSPH1 HUS1B IER2 IER3 IL10 IL12B IL17C IL1A IL6 IMPACT ISY1 ITPKC JUN JUNB KCNE4 KDM6B KLF4 LCORL LIF LITAF LRRC32 LUC7L2 MAFF MAGEA4 MEGF8 MIR143 MIR145 MIR30A MIR449A MMP3 MT1A MT2A MYO1A NEURL3 NFIL3 NFKBIZ NR4A1 NR4A2 NR4A3 NRG1 NXPH2 P2RY14 PEG10 PELO PHLDA1 PI15 PIK3C2A PLEKHB1 PLK2 PLK3 PMAIP1 PRDM1 PRDM11 PRDX6 PTGER4 PTGS2 RBKS RBM3 RCAN1 RGS1 RGS2 RHOB RHOU RPS29 SDC4 SEMA4C SERPINE1 SGK1 SHISA3 SLC23A1 SLC25A25 SLC25A33 SMARCA1 SNX18 SOX13 SPRY1 SPRY2 SPRY4 SYNDIG1L SYT5 TBC1D30 TBX3 TMEM65 TNFAIP3 TNFSF18 TRIB1 TSBP1 VWC2 WASL ZFP36 ZIC5 GSE36891_UNSTIM_VS_PAM_TLR2_STIM_PERITONEAL_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36891_UNSTIM_VS_PAM_TLR2_STIM_PERITONEAL_MACROPHAGE_DN AARSD1 ABCG1 AIFM1 AKT1 ALG3 ARFGAP1 ARHGAP9 ASPRV1 ATP2A3 ATPAF2 AUP1 B3GAT3 BANF1 BBS10 BBS5 BET1L BIN2 BOP1 BRD3 C1orf54 C5AR2 C9 CAMK2G CARMIL1 CCDC125 CDH8 CLK1 COMMD6 COMMD7 CTSW CYP20A1 DNAJC28 DOK2 DOLK EDF1 EFEMP1 EHF EIF3B EIF3D EXTL3 FAM114A2 FASN FBXL6 FDXR GATA5 GGA3 GLE1 GNRH1 GOLM1 GPN1 GPR101 GPR157 GPX8 GSDMD GSTA4 GUCA1B GZMA HDAC7 HDAC9 HSD3B7 HYOU1 IER5 IFI30 IL17RC IMP3 ITGB2 KIF1C KLRG1 LENG1 LFNG MAPKAP1 MCEE MICAL1 MR1 MRPL35 MRPL45 MRPL51 MRPS18B NADK NAGPA NBEAL2 NCBP2 NDUFA2 NDUFA9 NDUFS2 NEPRO NFIC NKAIN4 NNMT NOX1 NPRL2 NSUN5 NT5C OSBPL5 OSGEP OSGIN1 OTUB1 PAK3 PBX2 PCTP PDCD11 PDK2 PGLYRP1 PIAS4 PIGS PLEKHB2 PLXDC2 POLR2I PQBP1 PRDM10 PRMT5 PRPSAP1 PSMC2 PSMG1 PTPN6 RAB29 RANBP1 RARG RHBDF1 RIC8B RINL RNF5 RPS6KA1 RPUSD4 S100A10 SASH3 SCNM1 SCYL1 SDHA SERF2 SF3A1 SIL1 SLC29A3 SMG5 SPACA6 SRSF9 STAMBPL1 STXBP2 TAF1D TANC2 TBC1D10C TBL1X TM6SF2 TMEM223 TMEM80 TNFRSF13B TNIP1 TRMT1 UBE2L3 UBE2M URGCP VPS52 WBP1 WDR13 ZBTB24 ZBTB42 ZBTB7B GSE36891_UNSTIM_VS_PAM_TLR2_STIM_PERITONEAL_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36891_UNSTIM_VS_PAM_TLR2_STIM_PERITONEAL_MACROPHAGE_UP ABHD17B ABHD4 ABRAXAS2 ADGRL2 ADRB2 ADSS2 AGO4 AHR AK2 ANGEL2 ANKRD11 ARMC7 ATF7IP ATMIN ATOSA ATP23 ATP5MG ATP6V0C ATP7A B4GALT3 BCL3 BMF BORCS6 BST1 BTF3L4 C1GALT1 C9orf85 CCDC115 CD83 CDC42EP4 CDC42SE2 CDR2 CHCHD4 CNOT9 COMMD7 COPRS COTL1 CSTF2T CYBC1 DCLRE1B DEXI DNAAF10 DNAJB1 DNAJB4 DNMT3B DPF2 DYRK1A EED EIF2AK3 EMB EPAS1 EPS8 EXTL3 FAS FBXL20 FHIP1B FMNL3 GLMN GNPDA1 GPAT3 GPD1 GPR146 HERPUD1 HEXIM1 HMGCS1 HSD3B7 IBTK IDI1 IL4R ING1 IRF1 JCAD KATNBL1 KCNK13 KIAA1522 KLF11 KLHDC2 KSR1 LACTB LAMTOR3 LAPTM4B LFNG LMO4 LONRF1 MAD2L1BP MAEA MAFF MAK16 MAPK7 MED20 MEX3D MGST1 MIDEAS MIR22HG MNT MORF4L1 MRPS2 MT2A NADK2 NAPG NDNF NELFA NOPCHAP1 NUP54 OPA3 PAIP2 PAK1IP1 PDE12 PDGFA PDPK1 PHF10 PIWIL2 PKNOX1 PMVK POLR1F POLR2D PON2 POPDC2 PPARGC1B PPAT PPP1CC PPP1R12B PPP1R3D PPP2R2D PTPDC1 QSOX2 RAB2A RAB3IL1 RAPGEF6 RASGEF1A RASSF4 RBBP4 RBM12 RBM3 RBM8A RCC1 REPIN1 RGS19 RHEBL1 RIC8A RIPK1 RNF103 RNF113A RNF138 RPL3 SC5D SERAC1 SESN1 SKAP2 SLC19A2 SLC22A5 SLC25A51 SLC38A2 SLC45A4 SLC5A6 SMIM15 SNAP29 SQLE SRP9 ST7 STING1 STX3 TAB2 TAF4B TENT4B TERF1 TEX10 TFB2M TFDP2 TMEM199 TMEM263 TNFAIP8 TNFRSF1A TOR4A TRIB3 TSR1 TUBA4A TUBB2A TVP23B TWF1 TXNL1 UBE2B UBE2E3 UBQLN2 USF2 UTP15 VIM VPS26C WDHD1 WTAP YEATS4 ZBTB14 ZKSCAN3 ZNF274 ZNF287 ZNF398 ZNF490 ZNF608 ZNF622 ZXDC GSE36891_UNSTIM_VS_POLYIC_TLR3_STIM_PERITONEAL_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36891_UNSTIM_VS_POLYIC_TLR3_STIM_PERITONEAL_MACROPHAGE_DN ABCG1 ACSS2 ADAR AKAP12 AOPEP AP1G1 APOBEC3B APOOL AREL1 ARHGAP11A ARHGAP17 ARHGEF3 ARID3B ARL4C ASCC3 ASS1 AXL AZI2 BCO2 BFAR BMAL1 BST2 CAB39L CASP1 CASP8 CCDC86 CCL13 CCL2 CCNG2 CCR5 CD164 CDKN1A CFB CGAS CHMP4B CHMP5 CHRNA5 CHST1 CMTR1 CORO2A CPSF4L CRYBG1 CWC22 CXCL10 CYSLTR1 CYTH1 DBNL DBR1 DENND1B DNAJA2 DOP1A DUSP28 EIF2S1 ENDOD1 ETV3 FABP3 FAM241A FAM72A FBXO4 FBXO9 FEZ2 FILIP1L FNBP4 FOS G3BP2 GCNT2 GLIPR2 GNB4 GPR65 HAP1 HAT1 HCK HEATR5B HHEX HINFP HSPE1 IFI27L2 IL18 INTS9 IQSEC2 IRF9 ISG20 ITPK1 ITPRIP KAT2B KHDRBS1 L3MBTL3 LARGE1 LGALS3BP LLGL1 LPXN LRCH3 LYN MACIR MARCHF5 MCMBP MGAT4A MINPP1 MITD1 MORC3 MS4A6A MYD88 NAA20 NAP1L2 NECAP1 NFIX NFKBID NFKBIZ NSD3 OAS3 OGFR OSM OTUD1 P2RY14 PARP11 PARP12 PARP8 PCSK7 PCYT1A PDE6C PDE8A PDSS1 PELI1 PEX26 PHLPP1 PHYH PIGV PLAAT3 PLEKHA2 PLEKHA3 PLEKHG1 PLOD3 PML PNP PPIP5K2 PPP1R13B PRMT9 PRNP PSME1 PSTPIP1 PTTG1 PUS10 RAP2A RASA3 RBL1 RIN2 RNF144B RNF34 RSL24D1 S1PR1 SASH1 SELENOW SEPTIN10 SESN3 SIK1 SLAMF9 SLC28A2 SLC29A3 SLC2A6 SLC30A1 SLC7A8 SMG7 SMIM3 SMOX SNN SNW1 SOCS2 SPATA13 SPEN SPRY2 ST8SIA1 STAMBPL1 SYNJ2 TAL1 TAOK3 TCF4 TCOF1 TDRD7 TLR8 TMCC3 TMEM51 TNFRSF11A TOR1AIP2 TRIM34 TSPO TSTD2 UBE2E1 UGCG USP25 USP42 UTP3 VCPIP1 VIPAS39 XDH XKR8 XRN2 ZDHHC18 ZNF213 ZNF217 ZNF800 GSE36891_UNSTIM_VS_POLYIC_TLR3_STIM_PERITONEAL_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE36891_UNSTIM_VS_POLYIC_TLR3_STIM_PERITONEAL_MACROPHAGE_UP ADAM12 ADAMTS1 ADAMTS9 AKAP12 APOLD1 AREG ARL4D ART4 ASIC5 ATF3 BSDC1 BTG2 BTN1A1 CABP7 CCL2 CCL7 CCRL2 CEACAM3 CEBPB CEBPD CHTF18 COQ10B CSHL1 CTLA4 CXCL1 CXCL2 CYTIP DAZL DNAJB4 DOK7 DPF3 DUSP4 DUSP5 DUSP8 DYRK3 EDN1 EGF EGR1 EGR2 EGR3 ELFN1 ENC1 EVC2 FAM117A FGF23 FGFRL1 FOS FOSB FOSL2 FOXD1 GDAP1 GNGT1 GPR132 GPR22 GPX6 H1-1 HAMP HEPH HES2 HMGCLL1 HOMER1 HSD17B6 HSPA1A HTR2A IER2 IER3 IGSF9 IL17C IL6 IMPACT INTS5 IPO4 IRS2 KCND1 KCNE4 KCNJ1 KCTD12 KDM6B KRT36 KRT6A LIF LRP8 MAFF MAGIX MAMDC4 MIR145 MIR23A MNT MUCL1 MYOZ3 NEFL NEURL3 NFIL3 NFKBIZ NGF NGFR NR4A1 NR4A2 NR4A3 NRG1 ODC1 PAK4 PARD6A PBX4 PCP4 PDZK1IP1 PEG10 PELO PHLDA1 PI15 PLA2G2A PLK2 PLK3 PMAIP1 PPP1R15A PROCR PTGS2 RASD1 REC8 REL RND2 RSPH4A S100A14 SDC4 SEMA4C SERPINE1 SLC25A25 SLC25A33 SLC6A11 SOWAHC SPRY1 SPRY2 STRA8 SV2A TBX3 TGFB2 TMCC3 TMEM8B TNFAIP2 TNFAIP3 TNFAIP6 TNFRSF19 TOB2 TRIM45 TRIM75 TRPC6 WNT11 WT1 ZFP36 GSE3691_CONVENTIONAL_VS_PLASMACYTOID_DC_SPLEEN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3691_CONVENTIONAL_VS_PLASMACYTOID_DC_SPLEEN_DN AANAT ACR ADCY7 ADORA3 AFMID AIF1L ALAD ALLC ALOX15 ALOX15B ALPI ANXA13 ARHGAP19 ARL6IP1 ARL6IP6 ASPSCR1 ATP1A2 ATP5F1E AVPR1A BIRC2 BMP7 BOC BPIFB3 C12orf75 C14orf93 C16orf78 C1orf56 C2CD2 CACNG4 CALCR CCL22 CD22 CDC23 CENPJ CHAC1 CHRDL1 COG3 COL10A1 COL4A6 COL5A1 COQ6 CPA3 CPNE3 CROCC CTC1 CTNNAL1 CTTNBP2NL CUL2 DAAM2 DBX1 DCP2 DKKL1 DLL4 ELF4 ENO3 EPHA8 ESRRB FABP12 FAM241B FBLN2 FSHR GABRQ GARS1 GAST GATA3 GGCX GLRA3 GLT8D2 GNG12 GPR135 GPT2 HAUS3 HDAC11 HERC1 HINT1 HLA-DRB1 HMGCS1 HPF1 HPS4 HSD11B1 HSD17B12 HYAL3 IFNLR1 IL20 ILF3 INAFM1 INPP1 INPPL1 INTS11 IQCA1 IRX1 KDM1B KIF18A KIF2C KLRG1 KRT15 KRT16 KRT81 L2HGDH LARGE2 LCN12 LGR6 LHFPL4 LIN9 LLCFC1 LPIN2 LRRC40 LRRIQ4 LRTM2 LSM4 LYSMD1 MAP3K6 MARS1 MEIG1 MEMO1 METTL9 MGAT5B MND1 MORC1 MPPED1 MS4A15 MTA1 MYO1E NDUFA9 NFU1 NKX1-2 NMU NPTX1 NRCAM NRK NRSN1 NUB1 OR51B2 OSBPL6 P2RY12 PCGF5 PCK2 PHB1 PIERCE1 PLCG2 PLD4 PLEKHG3 POLD1 PPIE PRKCSH PTTG1 QSOX2 RAP1A RASA4 RHBG RNF217 SCIN SCN2A SCUBE3 SECTM1 SEMA6C SERF2 SERPINA4 SLC2A8 SLC35A1 SLC35D3 SLC39A2 SLC5A1 SLC7A5 SLCO1B3 SNCAIP SOX8 SPATA7 SPSB4 STK39 STX4 TAC1 TBC1D8 TESK2 TKT TM4SF5 TMEM120B TMEM129 TMEM247 TMEM98 TNFRSF4 TOMM20 TRIM17 TRIM7 TRIM9 TTC16 TTC34 TUSC3 TXNL1 TXNRD2 UBE2G2 VPS37C VPS37D VWA3A WDR70 XPO7 YOD1 ZDHHC12 ZDHHC23 ZNF490 GSE3691_CONVENTIONAL_VS_PLASMACYTOID_DC_SPLEEN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3691_CONVENTIONAL_VS_PLASMACYTOID_DC_SPLEEN_UP AAGAB ABCA13 ABI3 ACKR3 ACVR2A ADAMTSL4 AFTPH ALG5 ALKBH4 AMACR ARAP1 ARAP2 ARHGAP18 ARHGAP45 ARL4C ARMCX3 ASB4 ATP10D ATP2A3 ATXN10 B3GNT2 BAZ2B BCL2L11 BIRC3 BORCS5 BTG1 C12orf43 CANT1 CARD6 CASD1 CCDC73 CCL7 CD28 CDKN2D CERS4 CLDND1 CNP CPOX CRLF3 CRMP1 CTSB CTSW CWH43 CXCR5 CYB561A3 CYLC2 CYP4F12 DAZAP2 DDC DDI2 DMXL2 DNAJA4 DOCK2 EAPP EGLN2 ENPP2 FAM20A FAM217A FARP2 FBXW7 FEZ2 FKBP1A FRMD6 FZD1 GJA1 GLCCI1 GLRX GNGT2 GPR155 GPR18 GPR68 GPRASP2 GRB14 GREM1 GTF2I HADHB HIPK2 HIPK3 HS3ST6 IL17RE IL21 IL4R ILVBL IMMP1L ITPR3 LAMC2 LCP1 LONP2 LPXN LY6D MAGI3 MAP3K5 MAP3K8 MAPK9 MARCHF2 MARK2 MCOLN2 MED13L MFNG MGLL MOB3B MPG MRPS5 MYO3B MYO6 N4BP1 NAPEPLD NDRG3 NLK NLRP12 NOB1 NXPE3 OCIAD2 OTUB1 PIM1 PLEKHF2 PLEKHO1 POU2AF1 POU6F1 PPP1CC PPP1R3C PPP2CB PRG4 PRKAG1 PRKCZ PRSS37 PSAP PTPRC RAB18 RAB20 RAPH1 RBFA RBM5 REXO4 RIN2 RIPOR2 RNFT1 RNH1 RORA RORC RUNX3 S1PR1 SBNO2 SCRIB SDC1 SDC3 SEMA6D SERPINB1 SESN3 SKP1 SLC15A2 SLC25A19 SLC9A2 SLK SMAP2 SMOX SNX20 SOS1 SOX4 SRI SSH2 STN1 STXBP4 TBK1 TCF7 TENT5C TEX47 TGFB3 TGFBR2 TIAM1 TIMP1 TMEM104 TMEM131 TMEM87A TNFRSF1A TNFRSF25 TNS4 TOP2B TOR2A TRAF3IP3 TRIB2 TRPM4 TSPAN6 TXNDC15 UBE2Q1 UBXN4 ULK1 ULK2 UPF2 UTS2 VEZF1 VPS37B WASHC2A WDR26 WDR81 WIPI2 ZNF565 ZNF652 ZNF655 ZNF777 GSE3691_IFN_PRODUCING_KILLER_DC_VS_CONVENTIONAL_DC_SPLEEN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3691_IFN_PRODUCING_KILLER_DC_VS_CONVENTIONAL_DC_SPLEEN_DN ABCA6 ACOXL ADAMTS18 AICDA AKR1D1 APOBEC1 ATOH1 BAAT BACE1 BCCIP BEST2 BHLHE41 BID C1QL3 C1orf131 C3orf85 C9 CALHM6 CASS4 CCNB1IP1 CD48 CD53 CDC26 CDH7 CEACAM20 CFAP161 CHPF CIDEB CMC2 CNPY3 COPS7B COX16 CPED1 CREG2 CRP CTH CTTNBP2 CYFIP2 CYP4F12 DAPL1 DARS1 DBN1 DHFR DPT DRGX DUT EDEM1 EED EFR3B EIF4E EIF5A ELOVL4 ETAA1 ETV4 EXOSC9 FAM170B FGF1 FLACC1 FSTL1 GART GJC3 GNPTG GORASP1 GRIN1 GRIN2A GSX2 HAT1 HIKESHI HOXC8 HSP90AA1 IDO2 IGF2BP2 INAVA IQSEC2 IRAG2 ITGB3BP ITK JPT2 KBTBD12 KCNK13 KIAA1217 KLK7 KLRK1 KRTAP2-4 KTI12 L2HGDH L3HYPDH LAP3 LCAT LCP2 LMO2 LMOD2 LRAT LRFN5 LRPPRC LRR1 LSAMP LSM5 LTV1 MACROH2A1 MAP3K8 MAPK11 MED11 MEGF6 MLKL MORN1 MPHOSPH10 MRPL18 MRPL21 MS4A1 MTM1 MYBPH MYH1 MZB1 NABP1 NAT10 NCAM1 NDUFA5 NEUROD1 NHERF4 NHSL2 NIP7 NOP10 NOP16 NUDT4 NUDT9 OPRK1 PANX3 PCDH15 PCDHB6 PCSK5 PCYOX1L PDLIM1 PIN1 PIWIL1 PLA2G3 PLXNA3 PMS1 POGLUT3 POU1F1 PRMT8 PTPN13 RALB RAP1B RAPGEF1 RELT RNF144B RNF222 RPP14 RPUSD1 RTP3 RUNX1T1 RYR3 SAMSN1 SARS2 SCRN1 SEPTIN11 SET SLC17A6 SLC22A13 SLC22A4 SLC25A27 SLC25A3 SLC35F3 SLC5A12 SLCO2A1 SMG7 SMNDC1 SMPD3 SMS SPHKAP SPI1 SPINT1 SPRYD3 SRSF10 SSPOP STK39 SYT6 TAGLN2 TAS1R2 TBC1D25 TGFBI THEMIS2 TIMM10 TM4SF1 TM6SF1 TMEM169 TMEM74B TNFAIP8 TRIM10 TSHR TSPAN12 TTC7B TUBA1B UMPS UTP18 WWC2 ZCCHC4 ZDBF2 ZNF219 GSE3691_IFN_PRODUCING_KILLER_DC_VS_CONVENTIONAL_DC_SPLEEN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3691_IFN_PRODUCING_KILLER_DC_VS_CONVENTIONAL_DC_SPLEEN_UP ABHD14B ABITRAM ACADM ACOT9 ACOX1 ACTR3B AKR1E2 AKTIP ANKRD12 ANP32A ARFIP1 ARHGAP24 ARMC10 ARSA ARSK ATAT1 ATG12 ATP1B1 ATRN ATXN7 B3GNT8 B4GALT1 B9D2 BAHD1 BCKDHA BSDC1 C12orf57 CABLES1 CAPNS1 CCT6B CD68 CEP83-DT CEP95 CEP97 CFAP418 CHD2 CLCF1 CLCN6 CLK4 CNIH1 CPLANE1 CREBRF CSPP1 CTSW DBP DDB2 DDX4 DENND1A DGAT2 DHRS7 DIP2B DNAAF9 DNAJB4 EIF3H EMP1 ENDOV ENSA ENSG00000267882 ENTREP3 EPB41L2 ETFBKMT ETFDH FAM193B FAM210B FAM78A FAM98C FBXO6 FBXW4 FFAR4 FHL3 GALNT11 GAPVD1 GAREM1 GM2A GOLGA1 GPR137 GPRASP1 GPX8 GTF2IRD1 HBP1 HTT IFNGR1 IFT140 IFT52 IGFBP4 IKZF3 IKZF4 IL27RA INPP5F IP6K1 IRF6 ITPR3 KLHL24 LGALS8 LRRC28 MAF MAGED1 MAP4 MAP4K2 MAP4K4 MAPK9 MBIP MDM4 MEAK7 MEX3C MICAL2 MIDEAS MLANA MPP1 MPZL1 MRPL14 MTMR1 MYOF N4BP1 NBR1 NCK1 NIN NME4 NNT NPC1 NR3C1 NRARP NSMF NTAQ1 NUPR1 OAZ2 OXR1 PARD6G PARVG PATJ PFKFB4 PHKA2 PI4K2A PIK3C3 PLCG1 PON3 PPOX PRAMEF8 PRDX2 PRKCG PWWP2B RAB18 RAB37 RCOR3 RDH12 RFXANK RIMOC1 RMND5A RNF130 RPRD1A SAPCD1 SARDH SCARB2 SEPTIN6 SERINC5 SF3B1 SLC17A7 SLC36A1 SMAD1 SMAD7 SMIM19 SMOX SNORD89 SNX32 SPATA1 SPATA7 ST3GAL2 ST7L STAC3 STEEP1 STK38L STON1 STX4 STX6 TBL1XR1 TEAD1 TEC TECPR1 TEP1 TGFBR1 TLR2 TMC5 TMED4 TMEM167B TMEM50A TRAK1 TRIM24 TSC22D3 TSPO TTBK2 TTC14 USF3 USP22 VPS26B VPS28 WFS1 ZDHHC17 ZFAND6 ZFP90 ZNF236 GSE3691_IFN_PRODUCING_KILLER_DC_VS_PLASMACYTOID_DC_SPLEEN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3691_IFN_PRODUCING_KILLER_DC_VS_PLASMACYTOID_DC_SPLEEN_DN ADGRA1 ADGRG6 ADGRL4 ADORA2B AGFG1 APBA2 BACE1 BID CALHM6 CASP4 CCDC116 CCT6A CCT8 CD274 CD53 CDCA5 CDK7 CDYL2 CES4A CFAP47 CHCHD4 CLDN19 CNRIP1 COPS5 COPS7A CRP CSMD3 DAPL1 DDX18 DDX21 DENND3 DHX9 DNAJC9 DOHH DOLPP1 DRGX EDA EIF1AY EIF5A ELP1 EPHB1 ETV4 ETV6 EXD1 EYA4 FAM110C FAM111A FAM156A FAM216B FEZ1 FGF1 FHDC1 FITM2 FSTL1 GABRR2 GAMT GBP7 GDF11 GEMIN6 GNL3 GPATCH4 GPR179 GPR183 GTPBP4 GUCY1A1 HLCS HS6ST3 HSP90AA1 HSPA9 HSPD1 HYKK HYPK IL36G IQSEC2 JADE2 JCHAIN KARS1 KCNJ16 KDM2B L2HGDH LAP3 LRPPRC LRR1 LSM2 LY6G6C MAGOHB MAK16 MCM3 MCU MDGA2 MFAP5 MFSD2B MIXL1 MKKS MPHOSPH10 MRPL21 MRPL35 MRPL38 MS4A1 MTFR2 MTM1 N6AMT1 NAA20 NCAM1 NCBP2 NDC1 NDC80 NDUFB6 NEUROD1 NKX6-1 NLRP9 NSMAF NSUN2 NTSR2 OTUD6B PABPC4L PANX2 PCDHB1 PCDHB6 PCSK5 PDLIM1 PHOX2A PIK3R6 PKP4 PLEK PLPP1 PLPPR5 PLXNA1 POLE PPA1 PPIH PRDX3 PRPF19 PRSS27 QTRT2 RASAL1 RFC5 RIC3 RNF144A RRM2 RRP12 RRS1 RSL24D1 RUFY2 SATB2 SCARA5 SCRN1 SELENOI SEMA5B SERPINB9 SERPINI2 SFPQ SH3D19 SLC17A6 SLC26A3 SLC46A2 SLC52A3 SLC5A12 SMARCA1 SMIM11 SMS SNF8 SNIP1 SPTBN4 SRSF1 SRSF7 SSC4D SSTR4 STOML3 SVIL THBS2 THRAP3 TIMM8A TIMM9 TIPIN TMA16 TMEM169 TMEM185A TMEM209 TMEM225 TMEM229B TMOD2 TNNT2 TOP2A TPO TPST1 TRAPPC4 TRIM37 TRUB1 TTC7B TUBA1B U2AF1 UGT2B4 URB2 VCAN WARS1 WDR75 YRDC ZFP37 GSE3691_IFN_PRODUCING_KILLER_DC_VS_PLASMACYTOID_DC_SPLEEN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3691_IFN_PRODUCING_KILLER_DC_VS_PLASMACYTOID_DC_SPLEEN_UP ABTB1 ACOX1 ACSBG1 ACTR3B ACVR1B ADAMTS10 AHRR AMER1 ANKRA2 ANKRD12 AOPEP AP1S2 AP4M1 ARMCX1 ARMH3 B3GAT2 B4GALT1 BCL7B BRF1 CACNB3 CAPN1 CAPN3 CARD11 CD244 CERK CERS5 CFAP300 CFP CGGBP1 CHD3 CHKB CLK4 CNOT11 COG5 COL5A2 COL6A3 CPD CREBBP CTDSPL2 CTNNAL1 CYTH1 DAPK2 DGAT2 DIP2B DPP7 EDEM3 ENDOD1 ENSG00000286190 EPB41L2 EPC2 EVPL EXT1 FAM78A FEN1 FGF13 FOXJ2 GALNT10 GM2A GOLGA5 GOLM1 GPR180 H2AX HBP1 HBZ HMGN5 HSDL2 IFT172 IGFBP4 INPP5K IRF2BP1 IRF8 ITGB7 JUN KCNK6 KCTD14 KCTD18 KLHL24 KLRC1 LGALS8 LGALSL LITAF LRRC28 LXN LYSMD3 MAFF MAGEE1 MANEAL MAP4K2 MAP7 MAPK9 MARK3 MAVS MEPCE MFSD1 MMP11 MMP12 MPP1 MTMR1 MTSS1 MXD4 MYADM MYL11 N4BP1 NDRG4 NEK8 NFRKB NIN NIPAL1 NOXO1 NRARP NSD3 NSMCE4A NTAQ1 NTF4 NTN5 OXA1L PDLIM5 PIAS1 PIK3C2A PKP3 PLAGL1 PLEKHO1 POU6F1 PPM1L PPP1R13B PPP3R2 PRKD2 PSMG4 RAB11FIP2 RAB3GAP1 RAB3IP RAD52 RALBP1 RALGAPA1 RBL1 RCAN3 RESP18 RGS19 RINL RMND5A RNASE4 RNF44 RPL3 RPS3 SASH3 SCN10A SESN1 SGK1 SLC25A26 SLC25A38 SLC35G1 SLC43A2 SLC44A1 SMC4 SMG1 SMIM14 SMIM19 SMURF1 SNORD89 SNX13 SNX17 SNX4 SS18L1 STARD10 STK38 STON1 TAF4B TAMALIN TAPT1 TBC1D10C TBC1D4 TBL1XR1 TBX1 TEN1 TGFBR2 TK2 TLE4 TMED4 TMEM178A TNFRSF1B TPD52 TRAK1 TRIM33 TSPAN14 TTC39B TTC9C TXNDC16 ULK1 UNCX USP32 VWA5A WASHC2A XRCC4 YPEL5 ZNF579 ZNF644 ZNF652 ZPBP2 ZRSR2 ZZZ3 GSE369_IFNG_KO_VS_WT_LIVER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE369_IFNG_KO_VS_WT_LIVER_DN AATF ABCD4 ABT1 AIMP2 AKAP1 ALG1 ALPL ARHGDIG ATF6B ATG2B ATP1A1 ATP23 ATP6V1H ATP8B2 B3GNT5 BCAS2 BOP1 BPNT1 BTLA C1D C1QBP C1orf122 C8orf82 CACYBP CARNMT1 CARS1 CCR7 CDC25A CDR2 CEBPZ CHCHD1 CLUH COA7 COQ5 CORO2A CRCP CRHBP CS CSF2RB CYB5B DDX56 DERA DNAJB11 DNAJC11 DPH6 DRG2 DUS1L DYNLL2 EARS2 EIF2S3 EIF4A1 EIF4E EIF4G1 EIF6 ELL2 EMC6 EMG1 ENDOG EPRS1 FABP5 FAM185A FARSA FKBP2 FOXRED1 FPGS FTSJ1 G6PC3 G6PD GARS1 GATB GATC GEMIN5 GLRX5 GOLM2 GRN GRPEL1 GTF2H4 HAUS2 HDDC2 HDLBP HELLS HLA-DQA1 HMBS HSD17B12 HSP90AB1 HSPA5 IPO7 KBTBD8 KCNA3 KCTD5 LMO2 LNPK LRRC24 MARS1 MCTS1 MECR METTL26 MIPEP MLLT6 MMACHC MRPL11 MRPL18 MRPL20 MRPL23 MRPL47 MRPL55 MRPS15 MTM1 NAF1 NDUFAF6 NDUFB5 NFX1 NIFK NME4 NOL8 NOP10 NOP2 NPRL3 NR2C2AP ODC1 ORC3 PARD6B PCP4 PCYT2 PDAP1 PDCD2L PDSS2 PDXP PECR PFDN4 PHB2 PIGY PMPCA PNPO PNPT1 POLR1G PPIB PPIF PPP1R8 PRR5 PSMA4 PSMC5 PTCD2 RANBP9 RAP1A RPAP3 RPIA RPP25 RPUSD2 RRP36 RSL24D1 RUVBL1 SLC15A3 SLC16A6 SLC25A6 SLC38A5 SMYD2 SND1 SNHG12 SNRPD1 SNRPD3 SOCS3 SPART SRSF6 SUCLG2 SYNDIG1L TBL3 TFB2M TFPT TIMM13 TIMM23 TIMM44 TMEM123 TMEM160 TMEM229B TMEM238 TMEM248 TNFSF11 TOMM40 TP53RK TRAPPC5 TRMT10C TRMU TRNT1 TSPAN3 TUT1 TXNL1 U2AF1 UBE2V1 UFM1 USP14 USP16 USP36 UTP14A WDR12 WDR18 WDR55 WDR89 YIF1B ZDHHC13 GSE369_IFNG_KO_VS_WT_LIVER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE369_IFNG_KO_VS_WT_LIVER_UP ABI3 ACAP1 ACP5 ANLN APOLD1 ARL4A ASAH2 ATRX BACH2 BCKDHA BCL2L2 BCR C19orf38 C2orf68 CACNA1B CASS4 CCDC82 CCNG2 CD1D CD82 CDK5R1 CDKN2C CENPE CENPF CEP120 CEP89 CEP97 CERS5 CFLAR CHRNB1 CLIC1 CMIP CNOT6 COA6 COLCA1 CREB1 CWC22 CYTH1 DCLRE1C DENND5B DESI1 DNAJC21 DUSP6 EDARADD ELMOD2 ENSG00000267882 EPHX1 EZH1 F9 FAHD2A FAM13B FAM20B FAM76B FBXL12 FES FRAT2 GANC GIT2 GMFG GPR19 GSE1 GSKIP HDAC8 HECTD1 HEYL HIBADH HIPK3 HJURP ING4 IRGQ ITGA9 JAK1 JMJD1C KATNAL1 KBTBD2 KLHL24 KMT5B LASP1 LCK LEF1 LITAF LZTS3 MAP7 MARF1 MBD1 MBD6 MINDY1 MINDY2 MKRN1 MOB4 MON2 MSH5 MTCP1 NCAPD2 NCF2 NCOA2 NFATC1 NFKBIE NIPBL NLRX1 NRXN2 NUAK1 NUMA1 NYX OAZ2 OGT PAIP2 PAM16 PANK4 PARP4 PCMTD2 PDE1B PDE3B PDIK1L PHACTR4 PHF13 PHKA2 PIF1 PLEKHG5 PNISR PPP1R13B PRDM1 PRMT9 PRR14L PRSS23 PRUNE1 PTPN22 RAB3GAP1 RAB43 RAI1 RAMP1 RESF1 RICTOR RMND5B RNASET2 RNF111 RNF145 RNF146 RNF169 RPS6KA5 SGSH SHCBP1 SIGIRR SIPA1L2 SLAIN1 SLAMF7 SLC12A3 SLC25A35 SLC25A51 SLC66A2 SLX4 SMAD3 SMAD5 SMC5 SNAPIN SNX30 SNX33 SPC25 SPO11 SPSB2 SPTBN1 SRGAP3 SRR SS18 SSH2 ST3GAL6 STAG2 STK38L STX16 SUPT20H TBXA2R TEC TFDP2 TIA1 TMEM80 TNFAIP3 TNRC6C TP53INP2 TRAPPC2B TRIB2 TSPAN13 TTBK2 TTC14 TUG1 TUT4 UBE2J1 UBR2 UNKL USP33 YPEL5 ZBTB34 ZC3H7A ZCCHC2 ZFAND5 ZFAND6 ZFC3H1 ZKSCAN3 ZNF22 ZNF518A GSE369_PRE_VS_POST_IL6_INJECTION_IFNG_KO_LIVER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE369_PRE_VS_POST_IL6_INJECTION_IFNG_KO_LIVER_DN ABCB1 ABCC1 ACADL ACSM1 ADM AHCYL2 AIRN ALOX15B ANKRD45 ANXA4 ANXA6 AP1S3 APOBEC1 APOE ARL13A ATP8B2 AURKA BACH1 BTG3 C7orf25 CA9 CACYBP CARMIL1 CASP9 CCDC117 CCDC183 CCNE1 CCR1 CELF4 CFAP298 CHST10 CNKSR3 CREBL2 CTR9 CTRB2 CYB5R2 DARS2 DDX60 DENND11 DLC1 DLX1 DNAAF9 DNAJA1 DNAJA4 DNAJB1 DNAJB4 DUSP11 DUSP16 DYNLT2B DYRK1A ELL3 EMSY ENDOG ENTPD1 ESPN F8 FAAH FBXO28 FBXW10 FHAD1 FNDC7 FZD5 GALNT10 GEM GEMIN5 GIMAP7 GNPNAT1 GP1BA GPR171 GPR34 GPR89B GRAMD2B GRK5 HAPLN2 HINT3 HJURP HOXD8 HS2ST1 ID2 IFI30 IFIT1B IFNAR2 IFT140 IL6ST IMMP2L INPP4B IPO7 ITGB3 ITM2A JAGN1 JAKMIP3 JMY JPT2 KCNG1 KLHL42 KLRC1 KMT2A KYNU LIME1 LIPH LRRC1 LRRC2 LYG2 LYST MANEA MAP3K5 MARCO METTL8 MORC4 MX1 MX2 MXD4 MYF5 NAMPT NCAPD3 NCOA7 NKAPL NOTCH1 NR2F6 NT5C3A OAS1 OAS2 OASL OSBPL6 P2RY10 PAFAH1B2 PAN3 PANX1 PAPOLA PARP14 PCGF5 PDCD1LG2 PDE3B PEA15 PGLYRP1 PGPEP1L PIM2 PLA1A POGLUT2 POU2AF1 PPFIBP2 PRDM10 PRKAR2A PRKDC PRMT2 PRPSAP1 PTK2 PTPN14 PTPRK PYGL RGS3 RILPL2 RNF125 RPE RPRD2 RRAS RRAS2 RUFY1 SEPTIN14 SERPINI1 SIMC1 SKA1 SLC16A9 SLC2A1 SLC39A4 SOCS1 SOCS3 SPATA5L1 SPINT2 SPSB4 ST7L STX12 SVOPL TCF4 TENT5C THYN1 TIMM29 TMCO6 TMEM17 TMEM184B TMEM41A TOR1AIP2 TPST2 TRABD TRAPPC13 TRIM25 TRIM65 TRPS1 TSHZ1 UBXN2A WAC WDR19 ZBTB4 ZNF12 ZNF235 ZNF251 ZNF428 ZNF664 ZNHIT1 ZNRF1 GSE369_PRE_VS_POST_IL6_INJECTION_IFNG_KO_LIVER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE369_PRE_VS_POST_IL6_INJECTION_IFNG_KO_LIVER_UP ACOD1 ACOT9 ACTR2 ADGRE5 ADRM1 AFP AGO4 AHNAK ANAPC15 ANGEL2 AP3B1 AP3S1 APC APOB ARG1 ARHGAP1 ARPC5 ARRB1 BMF C19orf48P C1orf109 C1orf131 C7orf50 CA2 CAD CCKBR CD200 CD46 CD93 CDK11B CDKN2AIPNL CECR2 CISD3 CNDP2 COL23A1 CORO1A CORO2A CPM CRLF2 CSRP2 CTSA CZIB DEF6 DENND2B DGKG DNAH8 DNMT1 DNTTIP1 DPM3 DRG1 EIF3C EIF4ENIF1 EMP3 EPHX1 EPS8 ERGIC3 ETV5 EVI2B EYA2 FAM110D FCGRT FLII FMNL3 FTX FXYD5 G6PD GABRA3 GALNT6 GET4 GMEB1 GPD1L GRK2 H2AC25 HACD2 HAGHL HCLS1 HES6 HNF1A HSD11B1 HSD17B12 HVCN1 HYAL4 IBSP IDH3G IL4R INTS4 IPO5 IQUB JPT1 KCNAB1 KLHDC4 KLHDC9 KRT10 LAD1 LIAS LIMK2 LPP LRP10 LRP4 LRRC19 LYL1 LYRM7 MAN2B1 MAP3K20 MAP4K1 MAPK3 MARCHF7 METTL1 METTL23 MIS18A MLLT6 MOB3B MORF4L1 MRPL58 MRPS23 MTSS1 MYO1F NCF4 NDUFB2 NECAP1 NEURL2 NFATC1 NGFR NOL12 NOMO1 NPPA NR2C2AP NXPE2 PAK6 PARP2 PARVG PDE1B PHYKPL PIK3CG PLCG2 PLEKHA2 PLEKHG2 PLTP POLR2K POLR3H PPP1R10 PRDX1 PRKCB PRSS12 PSENEN PSMD13 PSPC1 PTGER4 PTP4A3 PTPN6 PTTG1 QTRT1 RAI1 RALGPS2 RAP1B RARB RASA3 RBBP8 RBMS1 RFX1 RGS18 RHOA RP1 RYR1 SDC1 SERPING1 SETD5 SFT2D1 SFTPB SLAMF7 SLAMF8 SLC10A4 SMAD1 SORL1 SPATA1 SPPL2A STK11IP STRADA SYNPO TCTA TET3 THOC3 TIGD3 TMEM71 TNK2 TRAPPC1 TREX1 TRPT1 TSPAN2 TUFT1 UQCC2 USP29 VIPR1 VPREB3 WLS WWC2 WWP2 YTHDC2 ZCCHC24 ZNF354C GSE369_PRE_VS_POST_IL6_INJECTION_IFNG_WT_LIVER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE369_PRE_VS_POST_IL6_INJECTION_IFNG_WT_LIVER_DN ABCA1 ACBD3 ADD3 AFF4 AGO2 AHNAK AIP ANKRD44 AP1M1 APC ARHGEF3 ARL4C ARPC5 ASTL B3GNT5 B4GALNT1 BCDIN3D BCL6 BDP1 BRI3 BRPF3 BTLA C16orf54 C1orf198 CAPN1 CARD6 CDC25B CDC42SE1 CDK19 CDK2AP2 CHD2 CIITA CISD3 CKAP4 CLCF1 CMTM7 COL6A5 COLCA1 CPM CRAT CREBRF CSNK1G3 CSTF2T CXXC1 DAXX DDC DGKA DGKD DIPK2A DMPK DMWD DNAJC9 DPYSL2 DUSP2 DUSP3 DYNLT3 EHD4 ELP5 EMP3 ENPP1 F2RL1 FAM117B FAM221A FAM32A FCHSD2 FCMR FLNA FRAT1 GATA5 GBE1 GPN2 GPR146 GPR155 GPS2 GPSM3 GRB7 GUCD1 HDAC10 HDAC5 HEATR5A HEXB HNRNPUL2 HSD11B1 HVCN1 IER2 IFIT1 IL4I1 IL4R INTS4 IPO13 ITGA6 JAK1 KCTD14 KIF21B KIF27 KLF3 LASP1 LFNG LLGL1 LMO2 LRCH1 LRRC23 LRRC42 MADD MAF MAGOH MAML1 MAP1LC3A MARVELD2 MAZ MBL2 MDC1 MED11 METTL14 MFGE8 MIF4GD MTAP MTSS1 MTURN MXI1 MYADM MYO1C MYO1G MYO9A NEK7 NF1 NRM ORAI2 PAFAH1B3 PAK2 PCIF1 PDE2A PIK3CD PIK3CG PIKFYVE PML PPM1A PPM1J PRDM4 PRDX5 PRKCD PRKD2 PRKX PRSS12 PTK2B PTPRCAP PTPRO PUM2 QPRT RALGDS RAP1A RAP1B RAPGEF4 RASGRP2 RBM38 RFC1 RFK RHOF RNF144A RNF2 ROM1 RRAD S100A10 SCML4 SF3A3 SFN SFR1 SFXN3 SH3BP5 SH3PXD2A SIKE1 SLAMF1 SLC25A2 SLCO5A1 SMCHD1 SNX2 SNX9 SPICE1 SSBP2 SSH2 STARD8 TAF5 TAGAP TAGLN2 TAOK1 TAS1R1 TBC1D14 TCP11L2 TESK1 TPR TXNDC5 UBALD2 VAT1 VPREB3 XPO6 XRN2 YWHAH ZFP36L2 ZMYM2 ZNF830 GSE369_PRE_VS_POST_IL6_INJECTION_IFNG_WT_LIVER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE369_PRE_VS_POST_IL6_INJECTION_IFNG_WT_LIVER_UP A4GNT AARS1 ACACA ACOT12 ACTG2 ADRB3 AEBP1 AMPD2 ANKRD63 AOX1 APOF AQP8 AQR ARHGEF17 ARHGEF19 ARRDC4 B3GNT6 BAG3 BCL2L15 BCL3 BORA C10orf90 C9orf152 CA10 CA5A CA8 CAPN15 CASP4 CATSPERZ CAVIN3 CBLN2 CCDC110 CCDC174 CCL5 CD274 CEBPA CELF5 CEP162 CEP76 CFAP300 CFHR2 CFP CHAT CHRM3 CLPB COL6A3 COX7A1 CRABP1 CRYZL1 CTDSP2 CYP26A1 DAB2IP DDB2 DNAAF11 DNMT3B DPP6 DTX3L DYSF EIF4E ENPP2 ETV6 EXO1 FAM171B FANCG FCGR2A FGGY FNBP4 FNDC11 FOS GABRB3 GASK1B GBP2 GBP7 GCNT3 GDPGP1 GHRH GKAP1 GLYR1 GPAT3 GPR152 GSC GSPT1 HNRNPA1 HRH2 HTR3A ID2 IFI27 IFIT1 IFNGR1 IL36B INO80 INTS13 IQCB1 IRF8 ITGAX IZUMO1R JUN JUNB KMT2A KRTAP15-1 KRTCAP2 KY LEAP2 LIF LINS1 LMOD3 LRATD1 LRCH1 LUZP1 LY6E MAF1 MAST4 METTL25B MGRN1 MIS18BP1 MTMR14 MX2 MYL4 MYO1C NFE2L3 NFKB1 NKX6-1 NOA1 NOVA2 NPAS2 NPY4R OAS1 OCSTAMP OGFOD3 OLIG3 OR52A1 OSBPL5 PANK4 PCSK1 PCSK7 PDCD1LG2 PHLDA2 PKD1L2 PKNOX1 PLCD4 PML POLR3C PPP3R2 PRR23A PRSS53 PTPRN2 PTRH2 RABIF RBM15 RDH13 RHOBTB1 RNF112 SASH1 SCRIB SERPINB7 SLC22A3 SLC22A6 SLC24A2 SLC25A22 SLC45A4 SLC9A3 SOCS3 SPATS1 SPINT2 SRGAP3 SYNPO SYNPO2 SYT9 SYTL4 TAFA1 TBX21 TEKT2 TEKT3 TEX12 TEX22 TGM2 THAP11 TM4SF1 TMEM140 TMEM79 TMEM98 TOGARAM2 TRIM69 TRMT1 TSKU TSPYL1 TULP2 UBE2E3 UBE2L6 UBE2V1 UNC13A UQCC6 USP18 UVRAG VAMP5 WDR19 WNT5B ZFP69 ZNF141 ZNF600 GSE369_PRE_VS_POST_IL6_INJECTION_SOCS3_KO_LIVER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE369_PRE_VS_POST_IL6_INJECTION_SOCS3_KO_LIVER_DN ACP5 ADORA3 AGRN ALDH6A1 ANAPC15 AP2B1 ARAP1 ARFIP2 ARHGAP4 ARHGEF6 ARRB2 ARSA ASCC2 ATP6V0A1 ATP6V0C ATP9B ATRN ATXN7L3B B3GALT4 BAG6 BCKDHB BLVRB BSG BTBD2 BTD BTK CACTIN CAMK1 CD302 CD4 CLEC11A CLPTM1 CMKLR1 CMTR1 CPSF1 CPVL CSF1R CST3 CTSA CUX1 DAP DDB1 DENND4B DGKZ EIF2B5 ENG ENTPD6 EPHB2 EPHX1 ERAL1 ERGIC3 ERP29 FAM3A FAM89B FASN FCGBP FCGRT FLAD1 FMO5 FOLR2 GAA GABARAP GAS7 GATM GBF1 GCDH GDF11 GDI1 GNPDA1 GPSM3 GRAMD4 GRN GSTP1 HADHA HDAC6 HEXA HIRA HNMT HSD17B8 IDH2 IFFO1 IGF1 IKZF1 IL10RB INTS9 ITM2B JPT2 KCNAB2 LRP10 LSM2 LTBR LZTR1 MAN2B1 MAN2C1 MAP2K2 MAP3K11 MAPK3 MAU2 MAZ MCM5 MEA1 MEGF8 MLEC MLF2 MMUT MVD MYO1F MYO9B NAGLU NAGPA NCF4 NISCH NUCB1 OAS2 OS9 P2RY6 PCSK7 PECAM1 PFKFB3 PIP5K1C PLCB3 PLD2 PLD3 PLXNC1 PLXND1 PMF1 POLE POR PPIL2 PRKCSH PRPF6 PRPF8 PTGIR R3HCC1 RAB11B RAB4A RAB4B RAB5C RANGAP1 RB1 RBP1 RENBP RGS19 RHBDD3 RHOG RNASE6 RNF40 RPS6KA2 RTN1 SART1 SCD SELENOP SF3A1 SGSH SH3GL1 SLC25A1 SLC43A1 SLC4A2 SLC7A8 SNN SORBS3 SPG7 ST8SIA4 STAB1 STXBP2 SUPT5H SUPT6H TADA3 TBC1D2B TBC1D9B TBXAS1 TECR TERF1 TFE3 TIMP2 TMEM259 TNFAIP2 TP53TG1 TPP1 TRADD TRAPPC6A TRIM28 TSC2 TSPAN4 TSR3 TXN2 UBTF VAV1 VPS11 VPS52 WBP1L WBP2 ZBED1 ZBTB48 ZFPL1 ZNF185 ZNF428 ZNF710 ZYX ZZEF1 GSE369_PRE_VS_POST_IL6_INJECTION_SOCS3_KO_LIVER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE369_PRE_VS_POST_IL6_INJECTION_SOCS3_KO_LIVER_UP ABL2 ADAM19 ADCY3 ADGRE5 ADGRG2 ADIPOQ ADO ADORA2B ANKRD28 ANXA2P1 APOH AQP9 ARF6 ARID5B ARPC2 ATF4 ATP2B1 B2M BACH1 BCL2A1 BHLHE40 BNIP2 BNIP3L BTG1 CCDC144A CCND2 CCRL2 CD1C CD44 CD53 CD55 CD63 CDC5L CDKN1A CDS1 CEBPG CFHR2 CFLAR CHD1 CHMP2B CKS2 CLDND1 CLK1 CPB2 CRADD CRIP1 CTNNAL1 CYP2C19 CYTIP DDIT3 DIAPH1 DUSP10 DUSP4 DYNC1LI2 E2F5 EIF1 EIF2S2 EIF5 ELF1 ELOVL2 EMC1 EMP1 ENO2 ETS2 EYA2 EZR FBP1 FCGR1A FEM1C FSTL1 GALNT3 GARS1 GATA6 GEM GK GLA GNG5 GPSM2 H2BC4 HBP1 HECW1 HK2 HNRNPH1 HSPA13 HSPA1A IARS1 ICAM2 IFNG IFRD1 IL1RL1 ING3 ITGB7 JUN KLF10 KLF6 KLHL21 LDHA MAFF MAGOH MAP1LC3B MCFD2 MCL1 MEIS3P1 MID2 MIR22HG MKLN1 MOAP1 MORF4L2 MTHFD2 NET1 NMB NPC1 NPY1R NR2C2 NR3C1 NUP50 NUP58 OSMR P2RY10 P4HA1 PAFAH1B2 PAPOLA PAPSS1 PFDN4 PGAM1 PGK1 PHLDA2 PHLPP1 PKP1 PLAAT4 PLIN2 POU4F1 PPARG PPFIA1 PRNP PSME2 PTPRE RAB1A RAF1 RALB RAPGEF2 RBM3 RBPJ RGS13 RHEB RIOK3 RNF139 RP2 RPL23 RPL23A RPL24 RPL31 RPL36AL RPL7 RPL9 RPS11 RPS15A RPS19 RPS21 RPS25 RPS29 RRN3 RUFY3 S100A10 S100A8 SEC11A SERPINA1 SERPING1 SERTAD2 SHOC2 SLC12A2 SLC20A1 SLC2A3 SLC2A5 SLC31A2 SNAPC1 SNRK SPP1 STARD8 STRN3 SUN2 SYF2 TARS1 TES TGIF1 TMED2 TMED5 TNFSF11 TOX4 TSC22D3 TTN TXN UBE2D3 UBE2J1 VAMP5 WARS1 YWHAQ ZBTB43 ZNF267 GSE369_SOCS3_KO_VS_IFNG_KO_LIVER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE369_SOCS3_KO_VS_IFNG_KO_LIVER_DN ABHD14A ACKR2 ACSS1 ADORA3 ADSS1 AFDN AGRN AHCYL2 AHR ALG8 ALPK2 ANLN ANXA9 APRT ARHGEF12 AS3MT ATF6 ATP13A3 ATP6V1G2 BCAR3 BCAT1 BCKDHB BCL2A1 BLK BLOC1S2 C1QBP C3orf14 CAMKMT CAPN2 CD300LF CD44 CD9 CDCA5 CDH5 CDKN3 CDON CEP55 CEP63 CHRNB1 CIP2A CKS1B CLSTN1 CREG1 CSTPP1 CYP39A1 DERL3 DGLUCY DNASE1L3 DTX3 DTYMK E2F3 E2F7 E2F8 ELK3 ELL3 EPS15 EVI2B FAM149A FANCA FBXO9 FDX1 FGL2 FSD2 GCSH GM2A GMNN GNG7 GPM6B GPR34 GPX7 GRIP2 GSAP GSTT2 HERC3 HLA-B HPGDS HPSE IFT27 IL15RA IPO11 IRGQ ITM2C KIF13A KNSTRN LCMT1 LDLRAD3 LGALS3BP LTK MAN1C1 MCM10 MED12L MEIS3 MGLL MKI67 MMD MOB3C MOCOS MPEG1 MRPL42 MTFR2 MXD1 MYBBP1A MZB1 MZT2B NCAPD3 NCAPG2 NDST1 NEDD9 NLRP10 NOBOX NOD1 NOP58 NOPCHAP1 NPM1 NPR2 NPRL3 NSG2 NUDT12 NUSAP1 OBI1 OOSP2 PAOX PBX4 PC PIK3R3 PLD4 PLEKHA1 PLEKHA8 PLGRKT PMF1 POLR1E PPFIBP2 PRC1 PRDX6 PROM1 PTGR1 PTPN14 RAD18 RBAK RGS11 RMND1 RNASEL RNF123 RNPEP RRBP1 RRM2 SAPCD1 SBF2 SCEL SEPTIN6 SH3BGRL SHCBP1 SIRPA SIVA1 SLC12A2 SLC22A23 SLC23A1 SLC36A4 SLC46A3 SLC66A1 SLC6A13 SMARCA2 SMCO3 SMYD2 SNHG12 SPECC1L SRM ST3GAL6 STIL STMN1 TARS2 TDRD3 TENM4 TERB1 TFPI TIMM21 TK1 TMED6 TMEM100 TMEM151B TNFRSF18 TNNT1 TOMM20 TOR3A TPX2 TSPAN15 TSPAN31 TTYH1 TXN TXN2 UBE2E3 VWA7 WDR6 WWOX YDJC ZC3H12D ZDHHC14 ZUP1 ZWILCH GSE369_SOCS3_KO_VS_IFNG_KO_LIVER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE369_SOCS3_KO_VS_IFNG_KO_LIVER_UP ABCA4 ABHD18 ABRAXAS1 ACOXL ACSL3 ADAM11 ADAMTS6 ADCY10 ADD3 AGT AIRN AKAP4 ANGPT1 ANTKMT ANXA6 APOBEC4 APOL2 AREG ARL4C ARPC5 ATOSA ATP5F1B B3GNTL1 BCDIN3D BPGM BRME1 C4B C6 C6orf141 C9orf24 CACNG3 CARNMT1 CCDC14 CCNF CCR8 CD163 CDH13 CDH26 CEP135 CFAP299 CHDH CHSY3 CKAP2 CNOT7 COPRS CPLANE2 CRTAM CRX CTNNB1 CTRC CTSW CUTC CWC27 CYP2R1 CYTL1 DDHD2 DDX5 DGLUCY DOC2B DRC1 DYNLT5 EFHC2 ELF4 ENSG00000267882 EXOC5 F2 F2RL2 FABP2 FADS6 FAIM FBXL3 FUT11 FUT9 FZD10 GDAP1L1 GMEB2 GNG11 GPATCH2 GPD2 GPM6A GPR22 GSK3A HAO1 HAUS5 IGF2R IGSF3 IL4 IL6R ILDR1 ING5 IRX1 ITPR2 JAK1 JPT1 JRK KCNIP1 KRT33A LIPN LOX LYZL6 MBLAC1 MBTPS1 ME2 MEF2A MEGF6 MEIKIN MGAT4B MIR1915HG MISP MUC4 NCMAP NEFL NHLRC1 NKAIN4 NKTR NOP14 NPAS1 OVGP1 PALLD PANK2 PARD3B PCDHB10 PDE7B PDYN PDZK1 PEPD PGK2 PIGG PLA2G4A PLA2G4F PLS3 PNLDC1 PPP6R3 PRKACB PRKAG2 PRSS12 PTGFRN PTPN13 RC3H2 RCAN3 REXO5 RGL1 RHOA RILPL1 RNF148 RPS3A RPS6KA2 SCAF11 SCG2 SDR42E1 SESTD1 SF3B4 SHC4 SKIL SLC15A1 SLC16A12 SLC16A5 SLC25A47 SLC35C1 SLF1 SMOC2 SPACA9 SPECC1 SPG11 ST3GAL1 STAR STK39 SUPT7L TCF20 TELO2 TGFBR3 THEMIS TIAM2 TMEM199 TMEM80 TNPO1 TOX3 TPBG TRARG1 TRMT10C TSPAN9 TTC28 UBASH3B UXS1 VAMP1 VIPR1 VMAC VPS9D1 VTA1 WDR13 ZC3H6 ZCCHC24 ZGRF1 ZNF397 ZNF644 ZNF679 ZNF687 ZNF821 ZNF879 GSE369_SOCS3_KO_VS_WT_LIVER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE369_SOCS3_KO_VS_WT_LIVER_DN ABI1 ACTN1 ADNP AFF3 AGO4 AK3 AKAP9 ANAPC13 ANKRD16 ANKRD6 ARHGAP15 ARHGDIB ARPC5 ASAH2 ATAD2B ATG16L2 BCLAF3 BIRC2 BLOC1S1 BLTP1 BRD9 BTBD8 C2orf68 CACNA1B CALCOCO1 CALCRL CAMK1G CAMTA1 CAV2 CBFB CCDC125 CCDC32 CCDC82 CCNG2 CD1D CDIP1 CDK17 CDK5RAP2 CENPE CENPN CEP89 CERS5 CHMP1B CHST1 CKAP2 CKAP2L CLEC4F CLIC1 CMAS CNOT6 CNST COG1 COL5A3 COX20 CPT1A CROT CSGALNACT1 CYLD CYTH1 DCAF5 DCK DENND1B DLG1 DLGAP4 DNAJC21 DYNLT1 ELMOD2 ENTPD1 EPC2 ESR1 EVI2A EVI5L FAHD2A FAM76B FGD3 FHOD3 FICD FNIP1 FTX G2E3 GANC GDAP2 GFRA2 GPR19 GSKIP HBP1 HDAC9 HEYL HIPK3 HIVEP2 HMG20A HOOK3 HP1BP3 INPP5K IPMK IRS2 JMJD1C KLHL6 KRIT1 LACTB LASP1 LEF1 LMO4 LPAR6 LTK MAF1 MAP3K1 MARF1 MBD6 MCTP2 MECP2 MEF2A MINDY2 MKNK2 MMP11 MSH3 NCAPD2 NCAPD3 NCK2 NCOA2 NDE1 NFATC1 NNT NSD3 OTUD1 PAIP2 PAM16 PCGF3 PHKA2 PIK3IP1 PIPOX PLGRKT PNISR PPP1CC PPP1R13B PPP1R21 PRMT9 PRR11 PRRC2B PSKH1 RAB3GAP1 RASA2 RBBP4 RELCH RENBP RNF19A RP9 RPL18A RPS19 RPS6KA5 RRM2B RSPH1 RTF1 S1PR1 SDHAF2 SECISBP2L SERP1 SETX SIK3 SLC12A3 SNX33 SPO11 SPRR2A SPSB2 SPTBN1 ST3GAL6 STAG3 STK38L STX17 SUPT20H SUSD5 TAF9B TAX1BP1 TBC1D8B TCTA TGFBR2 THBD TMC7 TMEM98 TNFRSF19 TRAF6 TRIM63 TSPYL4 TTC39B UBALD2 UBE2J1 UNKL UVSSA VBP1 VGLL4 VPREB1 WBP1 YWHAB ZBTB1 ZFAND6 ZNF260 ZNF597 ZNF655 ZNF703 ZW10 GSE369_SOCS3_KO_VS_WT_LIVER_POST_IL6_INJECTION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE369_SOCS3_KO_VS_WT_LIVER_POST_IL6_INJECTION_DN ABHD17B ADAM19 AFF3 ALDH1B1 ALPK2 ANKLE2 AP1S3 ARHGAP17 ASAP3 ATP6V1D B3GNT2 B3GNT5 BACH2 BCOR BIRC3 BLVRB BMP2K CBLB CCND2 CCR7 CD22 CD36 CD38 CD74 CD93 CDKN2D CDKN3 CECR2 CEP120 CERK CHML CHST15 CNP COL5A3 CSRP3 CTSS CYTH1 DCUN1D3 DGKE DPP4 EAF2 EGFL6 ELF1 ELL2 EPS8 FAM107B FAM184B FAM204A FBXL5 FBXO33 FCMR FCRLA FICD FOXP1 FRYL FTX GBP4 GDAP2 GDPD3 GNPTAB GPCPD1 GPR155 GPR18 GPR3 GSDMD H3C14 H3C4 H3C7 HDAC9 HEATR6 HERC3 HIVEP1 HLA-DMB HLA-DQA1 HLA-DRB1 HSPA2 IFT22 IGLC7 IKZF1 IL22RA2 IQCB1 JCHAIN KCNA3 KLHL24 KLHL6 KRT86 LGR5 LIG4 LMO2 LPXN LSP1 LY6D LYN MACIR MANEA MAP3K1 MAST2 MBD4 MCTP2 MED10 MEF2C MEF2D MRC1 MSI2 MTMR1 MXD3 MYBPC2 MYCN MYL4 NAPSA NFATC3 NFKBIE NIBAN3 NUSAP1 OSTM1 P2RY12 PAFAH1B3 PCP4 PDE7A PECAM1 PHF8 PIAS1 PIK3AP1 PIPOX PKIG PLD4 PLEKHA2 PLEKHM3 PMFBP1 POLM PPM1E PPP1R21 PPP2R5A PRKCB PRKCE PRKCG PRKD3 PSAP PTGR1 RANBP9 RB1 RGS2 RHD RIPK2 RNASE6 RNF122 RPIA S1PR1 SBK1 SEMA4B SIGLEC10 SLAMF9 SLBP SLC12A3 SLC14A1 SLC25A44 SLC25A53 SLC30A5 SLC37A2 SLPI SMIM14 SNN SORL1 SPIB SRRD ST8SIA4 STRADB STX11 STX7 SUB1 TANK TAPT1 TAX1BP1 THBD TIFA TINF2 TKTL1 TLR7 TMEM123 TMEM243 TNFRSF13B TP53INP2 TRAM1 TREML2 TRIM26 TTPAL TXNDC16 UBAC2 UCHL1 UNC119B VAV3 VEZF1 WASF2 WBP1 WSB1 WTAP ZCCHC18 ZDHHC2 ZNF558 ZUP1 GSE369_SOCS3_KO_VS_WT_LIVER_POST_IL6_INJECTION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE369_SOCS3_KO_VS_WT_LIVER_POST_IL6_INJECTION_UP AMZ1 ANKRD26 ANKRD33B ANKRD42 ARAP3 ARHGDIG ATAD2 AUTS2 AZI2 B3GALNT2 BAG2 BAG4 C3orf80 C4orf33 C5orf24 C7orf25 C9orf64 CA2 CASS4 CBR1 CD244 CD72 CD9 CEP170B CFDP1 CHRNB1 CIAO1 CIPC CISH CLN8 CMTM8 CNN1 CRACDL CRIP1 CST7 CTDSPL CXCR5 CYP11A1 DAB2IP DCAF12L1 DDC DHRS3 DHX37 DKKL1 DNAJC6 EIF1AY EIF4A2 ELFN1 ELL3 ELP2 ELP3 EML1 EMP2 ENDOD1 EPCAM EPHX1 EPS8L2 ERO1A ESF1 EXOSC1 FAM120A FAM210A FBL FCER1G FER FETUB FOSL1 GMPR GNPNAT1 GOLGA1 GOLM1 GPR89B GTF2E2 GTF2H1 GTF2I GTF2IRD1 HAUS3 HAX1 HBEGF HEATR3 HILPDA HINT1 HIRIP3 HK2 HOPX HPGD HSBP1 HSPA9 ICE2 ID3 IER2 INTS2 IPO7 KIF13A KRT20 LAP3 LCK LDLRAD4 LGI2 LMAN2L LUC7L MAT2A MCTP1 MEX3A MFSD13A MGLL MMP14 MRPL24 MRPS22 MSRB2 NAA20 NAF1 NBN NCF4 NDRG1 NEAT1 NEFH NFU1 NRXN2 NUDT2 OVGP1 PAPOLA PARL PDS5A PELP1 PGAM1 PHAX PHYKPL PICK1 PITRM1 PLA2G15 PNPT1 POLK POLR1A PPP1R26 PRELID2 PRMT9 PSMD7 PSMG1 PTK2 PTPN22 PUS7 RAB33A RANBP1 RFTN2 RINT1 RNF149 RPP14 RPS19BP1 RSL1D1 SCIN SCN4B SESTD1 SHCBP1L SHQ1 SLC12A7 SLC25A37 SLC2A1 SLC45A3 SLC6A6 SLC7A7 SLTM SPRY2 SREK1 SRFBP1 STOML2 STX1A TBCK TBRG1 TEC TGM1 THNSL1 THY1 TIMM21 TMEM181 TMEM40 TMEM41A TNFAIP1 TNFRSF19 TNP1 TOP1MT TRAP1 TRIM42 TRIP6 TRMT112 TSPAN4 TUBB3 UTP25 VPS50 WNK2 WNT10A XRCC5 ZAN ZNF704 ZNF768 ZNF839 ZWILCH GSE369_SOCS3_KO_VS_WT_LIVER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE369_SOCS3_KO_VS_WT_LIVER_UP AATF ABCC4 ABHD11 ACACA AKAP1 APEX1 ARHGDIG ATP13A1 ATP23 BCAT1 BID C1QBP C1orf198 C21orf91 CALHM6 CARS1 CCDC116 CCDC85B CCDC86 CDK5RAP3 CHAMP1 CHMP2A CLPP COMTD1 COPS6 COQ5 CORO2A CRELD2 CS CYB5B DDX1 DDX31 DHX33 DOHH DRC1 DYNLL2 EED EEF1E1 EIF3I EIF4A1 EIF6 ELOVL6 ELP5 EMC4 ERH ETF1 FAM185A FASTKD2 FBXO31 FDPS FLVCR1 FOXRED1 FRRS1 FYTTD1 G6PD GFER GNPNAT1 GOLM2 GOT1 GRPEL1 GSTO1 GTF2H2 GTF2H5 GUK1 HAUS2 HELLS HMBS HSP90AA1 HSP90AB1 HSPB2 IDI1 IFRD1 IRAG1 ITGB1 KBTBD8 KCTD5 LARP1 LGI2 LGR4 LPCAT3 LSM7 MALSU1 MAPK1IP1L METAP2 MINPP1 MLLT6 MRM1 MRPL11 MRPL18 MRPL21 MRPL32 MRPL47 MRPS14 MRPS15 MRPS16 MRPS5 MTHFD2 NAA50 NAAA NAF1 NARS2 NDUFB6 NOB1 NOP10 NOP2 NPL NR2C2AP NUP85 NUTF2 NXN ORC3 OSTC PAPOLA PBDC1 PDIA3 PDK1 PDSS2 PGM1 PHB2 PIEZO1 PIGF PIGY PNPO POLDIP2 POLR1G POLR3G PPP1R8 PRELID2 PSMA4 PSMD14 PSMD6 PSMG3 PUS3 PWP2 QTRT1 RAB33A RAP1GAP2 RBM27 RBM34 RCN2 RNFT1 RNPEP RPAP2 RPP25 RPUSD2 RRP12 RRS1 RSAD1 RSL24D1 RUVBL2 RXYLT1 SCPEP1 SDAD1 SDHB SHQ1 SKIC3 SLC7A1 SLC7A6 SMYD2 SNRPA1 SNRPD1 SPART SRP72 SRPRA ST6GALNAC4 ST7 STIP1 SUCLG1 TADA2A TEX264 TFAP4 TFB2M THOC5 TIMM23 TMBIM1 TMED1 TMED3 TMED5 TMEM160 TMEM248 TNFSF11 TRIP13 TRNT1 TSEN2 TTLL4 TUBB3 TXNL4A UBXN4 USP14 USP36 UTP18 VDAC2 WDR18 WDR55 XPOT XRCC5 YAE1 ZDHHC23 ZNF106 GSE3720_LPS_VS_PMA_STIM_VD1_GAMMADELTA_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3720_LPS_VS_PMA_STIM_VD1_GAMMADELTA_TCELL_DN ACOT7 ADAM11 ADGRG5 AIP ASAH2 ATP6V0D2 BOLA3 CALM2 CAPN11 CARMIL2 CCNI CCR3 CCT5 CD2 CD3D CD55 CDCA7 CDIPT CHMP4B CLEC3B CLTA CNP COTL1 COX5A CTPS2 CXCR3 CXXC1 DGAT2L6 DNAJC19 DOK2 DPP4 EAPP EEF1A1 EEF1B2 EIF3G EMB EOMES EPHA4 EPS8L1 EVL F2RL1 FAM162A FANCL FAU FILIP1L FZD1 GIMAP7 GMFG GPATCH3 GPR132 GPR183 GPR65 GPSM3 GRAMD2B H2AZ2 H4C14 H4C4 IFI30 IKBKE ITGAX KBTBD11 KLF13 KLHDC2 KTN1 LARP7 LEPROTL1 LSM4 LTB LY6E LY6K LYST MAD2L1 MAP3K5 MCM5 MEF2D MELK METTL1 MFSD6 MID1IP1 MIF MNS1 MPC2 MRPL2 MRPL27 MYC N6AMT1 NAA30 NASP NDUFV3 NEURL3 NFE2L2 NFKBIB NME3 NOP53 NR4A3 NT5C P3H3 PDCL3 PDE2A PDLIM2 PGLS PGLYRP1 PHF21A PIGS PIK3R5 PLEKHA1 POLQ POLR2M PPDPF PRMT3 PRRG4 PSMB8 PSMD12 PSME1 PSME2 PSMG1 RAPGEF6 RCN3 RIN3 RING1 RNASEH2C RPL10A RPL12 RPL18 RPL23 RPL27 RPL29 RPL3 RPL36A RPL4 RPLP0 RPS10 RPS14 RPS26 RPSA RUFY2 SATB1 SELL SGMS1 SH3BP5 SHISA9 SIDT1 SLAIN2 SLAMF6 SPAG7 STAP1 STARD3NL TACC3 TBC1D30 TENT5C TGFB1 TGFBR3 THAP3 THG1L TMSB10 TNFSF8 TRAF3IP2 TRIM59 TRIO TRMT112 TRPM2 UBA2 UMPS USE1 VAMP7 WDR43 XCL1 YEATS4 ZC3H13 ZNF18 ZNHIT6 ZYG11B GSE3720_LPS_VS_PMA_STIM_VD1_GAMMADELTA_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3720_LPS_VS_PMA_STIM_VD1_GAMMADELTA_TCELL_UP ACAT1 ACTR1B ACYP2 AGPAT2 ANKRA2 ANXA1 ARAF ARF6 ARHGEF12 ARIH2 AZI2 B2M BIN2 BRI3BP C1S CAPN11 CARNS1 CBX7 CCDC62 CCPG1 CD226 CD3G CD47 CD52 CDC42 CDHR1 CENPQ CEP170 CERS2 CMAS CREBL2 CRLS1 CYB561D2 CYFIP1 CYRIA DTX3 EMP1 ENTHD1 ETFB FAM171B FASTKD3 FBLN1 FBXL12 FFAR2 FGL2 GABARAPL1 GBP4 GDF9 GNAI2 GPC2 GSDMD GSPT2 GZMA GZMB GZMK H3-3B HCN1 IFNAR2 IL16 IL18RAP IMP4 KCNJ8 KDM4D KLHL2 KLRC1 KLRC2 KLRD1 KRT16 LGALS3 LIN9 LYZL6 MAD2L1 MBD3L2 MC4R MDM1 MGAT2 MIB2 MICAL1 MINDY3 MIR191 MORN3 MPC2 MROH2A MRPL18 MS4A4A MT-CO1 MT-CYB NAXE NCKAP1 NELFCD NGB NIPAL4 NIPBL NR2C2 NUDT10 PANX3 PCP4L1 PDCL2 PKP4 PLCXD3 PMAIP1 PPCDC PPP2R3A PPP3CC PRAM1 PYCARD RAG2 RAI2 RALB RDM1 RNF138 RNF24 RNF38 RNFT1 RPAP2 RPL39 RPL9 RUFY3 S100A4 S1PR5 SERPINB9 SIKE1 SLAMF1 SLAMF7 SLC33A1 SLC50A1 SMN1 SNAPC3 SPOPL SRF STARD10 STMN4 TECRL TMEM71 TOMM20 TPCN2 TSEN34 TST UBXN11 XAF1 ZEB2 ZMYM5 GSE3720_LPS_VS_PMA_STIM_VD2_GAMMADELTA_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3720_LPS_VS_PMA_STIM_VD2_GAMMADELTA_TCELL_DN ACOT7 ADAMDEC1 ADAMTS19 ADRA2B ADSL AFAP1L1 AIP AK7 AKAP3 ALKBH5 AMPD3 ANAPC11 ANO2 ATL2 ATP6V1B2 ATP8B3 AURKC BCL2L1 BDNF BNC2 BRD3 CAMKV CARD10 CBR3 CBY3 CCDC116 CCDC7 CCDC80 CCDC81 CCN1 CCND2 CDH10 CDH19 CEP192 CHRNA7 CHST1 CIITA CLDN2 CNTN3 CRYGC CXCR3 CYYR1 DGKG DMRTA2 DNAI3 DRGX ECHDC2 EFHC2 EIF3M EOMES EPDR1 EPS8L1 FHDC1 FIGNL2 FKBP9 FUBP3 GABRB2 GALR2 GAS1 GAS6 GBGT1 GFRA2 GPR150 GPR62 GPSM3 GPX1 GRHL1 GRM8 H2AC1 HAPLN4 HDAC8 HDX HSPB3 IGFBP6 IL10 ITSN1 KBTBD11 KIF11 KLHDC8B KLK4 KRT2 KRT80 LAP3 LCE1F LGSN LMAN1 LMAN2L LY6E LY6K LYST MAF MCOLN3 MIGA1 MIR448 MMP24 MYH4 NBL1 NEUROG1 NFU1 NKX2-5 NLGN1 NLRP5 NXPH1 OTULIN PANK4 PANX1 PARM1 PDE11A PGAP1 PHACTR4 PHC1 PHC2 PLD4 POC5 POU4F3 PPRC1 PRKX PSPH RAMP3 RBFOX1 RFC1 RIMS3 RPL29 RPS14 RSPO2 SASH1 SATB1 SEPTIN11 SEPTIN12 SHC4 SIDT1 SLC26A3 SLC27A6 SLC46A2 SLC6A7 SLCO1C1 SMTNL2 SNX7 SOD3 SOWAHC SYNGR2 SYT12 TADA3 TGM3 TM4SF19 TM4SF5 TMCO4 TMEM237 TMEM25 TRARG1 TRIM10 TRIO TRPC3 UTP23 VMAC GSE3720_LPS_VS_PMA_STIM_VD2_GAMMADELTA_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3720_LPS_VS_PMA_STIM_VD2_GAMMADELTA_TCELL_UP ACSS2 ADGRG3 ADRB2 AGTR2 AMY1A ANXA1 ARHGAP26 ARHGEF12 ARL15 ARMC7 ATP10D ATP8B4 AZI2 BHLHE40 BMAL1 CALCOCO2 CAND2 CCDC93 CD80 CDH17 CDHR1 CDK2 CEP164 CERS5 CHIT1 CLDND2 CLOCK CRELD1 CROT CUL3 CYP7A1 DDIT4L DDX17 DGKH DIPK1B DMXL1 DNAI4 DOCK10 DPY19L1 ECM1 ENTPD1 ERN1 ESM1 FASTKD1 FBXO11 FOXN3 GABARAPL1 GABBR1 GALR2 GARIN2 GFI1B GNGT1 GPR171 GZMA HAVCR2 HERC1 HEXIM1 HNRNPH1 HSD17B6 HTR2C ICA1L IL18RAP IL1RL1 IRF4 IRF6 ITGA4 KCNJ8 KLRC1 KLRK1 LIPK LONRF3 LPIN1 LRRC3B LYRM4 MACO1 MAGEA5P MAGEB18 MC4R MCTP2 MIR16-1 MIR203A MIR34A MIR491 MMP25 MORN3 MYSM1 N4BP2L2 NCKAP1 NEBL NF1 NIPAL3 NUP155 OOSP1 OSBPL3 OVGP1 PDCD10 PDPN PIEZO2 PNLIP PPP1R3C PPP4R3B PSME4 PTPN4 RDM1 RORA RPL39L S1PR5 SF3B1 SLAMF1 SLC5A3 SNAPC3 SPN STAG3 STARD10 STEAP1 TAF9B TAX1BP3 TBCK TEF THADA THBS4 THEMIS THY1 TLE2 TMEM120B TMEM62 TMEM87B TMPRSS13 TPSB2 TTC39C TXNDC8 WDR35 XRN1 ZBTB1 ZBTB41 ZC3H7A ZEB2 GSE3720_UNSTIM_VS_LPS_STIM_VD1_GAMMADELTA_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3720_UNSTIM_VS_LPS_STIM_VD1_GAMMADELTA_TCELL_DN ACTL7B ADAMTS14 ADAMTS6 ADAP2 AGTR2 ANXA1 ARHGAP26 ARHGEF12 ARID1B ARL15 ASTE1 ATP2B1 ATP8B4 BCORL1 BICD1 BMAL1 CADM3 CAPG CAPN2 CAPNS1 CCDC88C CCL26 CD226 CD80 CDHR1 CEP170 CFLAR CHIT1 CLEC9A CROT CTSC CX3CR1 CYFIP1 CYTH4 DGKH DLG4 DNAJC22 DNM1 DOCK10 DUSP29 EMP3 EPPIN EPS8 ERN1 EXOC2 FAR1 FASTKD1 FCGR2B FIG4 GABARAPL1 GABBR1 GCNT2 GDF2 GFI1B GNGT1 GPD2 GSAP GSPT2 GSS HAVCR2 HTR2C IL18R1 IL18RAP IL2RA IL9 IQCB1 IRF4 ITGAL ITM2B JAK1 JUP KCNJ8 KLF17 KLRC1 KLRC2 KRTAP17-1 KRTAP3-3 LAMB3 LAMC1 LGALS1 LGALS3 LIPK LPIN1 MED13 METRNL MINDY3 MMP25 MT1A MYL6B MYOM2 NCAN NCKAP1 NDFIP2 NGB NOTCH3 NPTX2 NR1D2 OMG OOSP1 OSBPL3 PCNA PERP PIK3AP1 PLA2G4F PLCH1 PLCZ1 PLEKHF1 PLPP1 PLSCR4 PLXNA3 PNLIP PRDM11 RAC1 RAP1B RAP1GAP2 RAP2C REEP5 RFX6 RORA RSU1 SCN8A SERPINB11 SERPINB9 SIKE1 SLAMF1 SLAMF7 SNAPC3 SOWAHC STARD10 STON2 SYPL1 SYT8 THEG THEMIS TMEM106A TMEM67 TMPRSS13 TPMT TRAF6 TRIM46 UBASH3B UPRT VAMP4 XRN1 YPEL5 ZBBX GSE3720_UNSTIM_VS_LPS_STIM_VD1_GAMMADELTA_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3720_UNSTIM_VS_LPS_STIM_VD1_GAMMADELTA_TCELL_UP ACSS1 ADAMTS16 ADGRE5 ADSS2 AGPAT5 AKTIP ALKBH7 AMER1 ANXA2 ANXA6 AP3S1 AQP8 ARHGAP26 ARX ATAD1 ATP8B4 BTD BTG1 C2orf76 CATSPERD CDC20B CDKN1B CEP44 CHD2 CHD7 CHM CHSY1 CLIC1 CNOT6L COG8 CREBZF CRIP2 CRLF3 CS CXCR6 DCAF5 DCUN1D2 DDX5 DENND4A DKKL1 DNAJC15 DUSP7 DYNC1H1 EIF1 EOMES EPS15 ERG28 ERRFI1 ESRP2 ESYT1 ETS1 FAM76B FAM89B FBRS FLI1 FOXO1 FOXP1 FRY GMFG GOLM1 GPC1 GPR132 GRAMD2B GRB10 GSK3B GTF2E1 GZMB HERC4 HLA-A HPS4 HS3ST3B1 IFITM10 IFNGR1 IGF2R IL18RAP ILKAP ITGA4 ITGB7 JUP KANSL3 KAT14 KIF1B KIF5A KLF3 KLRC1 KMT2E KYAT1 L1CAM L1TD1 LEMD3 LPAR6 MACIR MAD2L2 MANBAL MAPK14 MARK2 MCRIP1 MED13 MFNG MGAT1 MICAL1 MIDN MKKS MPPE1 MROH1 MRTFB MS4A6A MTARC2 MYO1H MYO3A NAPEPLD NBEAL2 NFATC3 NKAP NOTCH2 NR1H2 OTULIN OTULINL PACC1 PAXX PBRM1 PDCD4 PDE4B PGS1 PIP4K2B PLCXD2 PNLIPRP2 POLR1F POMT1 PPM1H PPP2R5A PRR14 PRRT1 PURG RAP2B RARA RBM48 RHBDD1 RIPOR2 RNF125 RO60 RRM2B RUNX3 S100A13 S1PR4 SARAF SCAF4 SCML4 SEMA4A SETDB2 SETX SFT2D2 SH2D3C SIDT1 SIRT1 SLC17A9 SLC20A1 SLC4A11 SPRING1 SSX2IP STK10 STK11 STK11IP STK38 SWAP70 TAF4B TAF8 TAPT1 TBX21 TCOF1 TDRP TENT5A TEX264 TFAP4 THAP1 THBS3 TMCO3 TMEM234 TP73 TRAPPC8 TRIB2 TTC23L TTC4 TTC7A TUBGCP3 TXNIP UBE2E3 UBE2W UQCC3 VPS28 WDR89 WFIKKN2 WWP1 XRN2 ZFYVE1 ZNF169 ZNF213 ZNF347 ZNF394 ZNF420 GSE3720_UNSTIM_VS_LPS_STIM_VD2_GAMMADELTA_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3720_UNSTIM_VS_LPS_STIM_VD2_GAMMADELTA_TCELL_DN ACRV1 ADRA2B AHNAK AICDA AKR1B10 ANK3 ANO9 ANXA1 APAF1 AQP1 ATCAY ATP2B1 ATRNL1 BACE2 BICD1 BMAL1 CAPG CAPN2 CASTOR1 CCL28 CDCP2 CDH10 CHRM4 CHST1 CLEC7A COL4A1 CPEB3 CRISP3 CROT CSN1S2AP DACT1 DOCK5 DPP6 DPYSL4 DUSP16 DYNC2I1 EFCC1 EPPIN EPS8 ERICH6 ERMAP ERN1 EXOC3L2 EXTL1 FAM117A FCGR2B FCRLB FRY FXYD6 GABARAPL1 GAS6 GJA10 GNG11 GNMT GREM2 GRK3 HAVCR2 HEMK1 HTR1B IL18RAP IL2RA INPP4A ITGB2 ITSN1 IVL JAK1 JPH3 KCNJ8 KCNQ1 KLHDC8B KLK4 KLRC2 KRT2 L1CAM LAMC1 LGALS1 LGALS3 LHX3 MEIG1 MIR208A MIR31 MIR34A MIR376B MIR411 MIR448 MRAP MUC4 MUC6 MYOM3 MYT1 NAV2 NEUROG1 NKX2-5 NR1D2 NXF2 OBSL1 OSBPL3 PABPC4 PCP2 PER3 PIEZO1 PLCB4 PLEKHB2 PLOD1 PRDM4 PRF1 PRSS43P PRSS44P PTEN RALGAPA2 RAPSN RIMS3 RORA RPUSD3 RRBP1 RUNX1 SAP18 SEPTIN11 SEPTIN12 SERPIND1 SGO1 SHROOM1 SLAMF1 SLC17A6 SLC2A6 SLC30A2 SLC6A8 SMOC1 SMTNL2 SOD3 SPATS2L SRCIN1 ST3GAL1 STARD10 STYXL2 SYPL1 TBX4 TMEM163 TMEM40 TMEM63C TMEM82 TNFRSF13B TNS4 TREML1 TSPAN2 TTC36 UBASH3B UBXN2B USP44 WLS XDH YPEL5 ZMIZ1 GSE3720_UNSTIM_VS_LPS_STIM_VD2_GAMMADELTA_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3720_UNSTIM_VS_LPS_STIM_VD2_GAMMADELTA_TCELL_UP ACTN1 AGA ARL6IP4 ATP5F1C ATP5MC1 BATF BCAS3 BICDL1 BOLA2 CALHM6 CAPN11 CCDC62 CCT2 CCT5 CD27 CD3D CD72 CHD3 CIAO2A CKS2 CLEC2D CLTA COPS5 COX19 CXCR3 DAPL1 DGKA DKC1 DPP4 DUSP6 EEF1B2 EIF2S1 EIF3F EOMES EYA2 F2RL1 FCHSD2 FOXO1 GAS5 GMFG GPHN GPR183 GRAP GSTP1 H4C16 HOOK1 HSD17B10 HSD17B8 HSH2D IKBKB IKBKE IL7R IMMP1L IMPDH2 ITGAX KBTBD11 KLK8 LIG1 LTB LTV1 LY6E LYST MAGOHB MBOAT1 ME2 MED12 MED21 METTL27 MGAT2 MPC1 MPC2 MRPL23 NDUFB7 NDUFB9 NEFH NIFK NOP16 NOP53 NOP58 NSA2 NSG2 PARP2 PDE2A PDK1 PDLIM2 PGLYRP1 PHF12 PIP4K2A PKP4 PLAC8 POLR1G PPP3CC PSMB8 PSME2 PUSL1 QTRT1 RAB21 RAD50 RARS2 RBM25 RBM8A RCN3 RCSD1 RETREG1 RFX7 RGS10 RNF138 RPL12 RPL14 RPL18 RPL22 RPL23 RPL23A RPL27 RPL29 RPL3 RPL30 RPL32 RPL36 RPL36A RPL37 RPL37A RPL39 RPL4 RPL5 RPL8 RPLP0 RPS10 RPS12 RPS19 RPS2 RPS20 RPS3 RPS6KB1 RPS8 RPS9 RPSA RRAS2 RTP4 RUVBL1 SAMHD1 SATB1 SHISA5 SHMT2 SIDT1 SLAMF6 SNRPE SP2 SPRYD4 SRF STBD1 SUGP1 TBC1D19 TCF7 TENT5A TFAM TIMM10 TMSB10 TNFSF8 TRAF1 TRIM21 TTC13 USE1 VIPR1 ZC3H12D ZNRF1 ZSCAN12 GSE3720_UNSTIM_VS_PMA_STIM_VD1_GAMMADELTA_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3720_UNSTIM_VS_PMA_STIM_VD1_GAMMADELTA_TCELL_DN ACOXL ADAMTS19 AKIRIN2 ANGPT2 ANKMY2 ANKS3 ANTXR2 AP1S1 AQP1 ARHGEF12 AS3MT ATRNL1 BDNF BLOC1S6 BTG4 CASKIN1 CBR3 CC2D2A CCT8L1P CDH10 CLDN25 CLPS CRISPLD2 CXCL1 CYP2E1 CYYR1 DCTN4 DDIT4L DGKK DIPK1C DNAJB13 DPY19L1 DYNLRB2 E2F6 EHBP1 EPS15 ERMAP FHDC1 FKBP9 GALNS GALR2 GAS6 GJA10 GNAI1 GREM2 GTF2A1 HAVCR2 HOXC4 HTR2C IL18RAP IQCD KCNA1 KCNA5 KCNJ8 KCNK9 KLHDC8B KLK4 KRT2 KRTAP19-7 LAMC1 LBR LMAN2L LRRTM4 LRTM1 MAGED1 MCOLN3 MCPH1 MEIG1 MIR16-1 MIR300 MIR31 MIR34A MIR376B MIR411 MIR451A MIR542 MIR9-1 MPO MRAP MRGPRD MUC1 MYO16 NBL1 NCKAP1L NEBL NEDD1 OFCC1 OGFOD1 OOSP2 PABPC4 PATL1 PCDH17 PDPN PGF PHKA1 PLSCR2 PNLIP PPP1R3C PRKCH PRKDC PRSS2 RALGAPA2 RBL1 RIMS3 RPS6KA3 RTBDN RUNX1 SAXO1 SCG3 SHISA2 SMOC1 SOWAHC SOX4 SRGAP3 STAU2 SYT12 TASP1 TBKBP1 TBX4 TBXT TCF23 TDRD9 TEKT4 THBS4 THY1 TIE1 TMEM87B TUG1 UPK1A VWC2L WEE1 ZEB2 ZNF318 ZSCAN5B ZZEF1 GSE3720_UNSTIM_VS_PMA_STIM_VD1_GAMMADELTA_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3720_UNSTIM_VS_PMA_STIM_VD1_GAMMADELTA_TCELL_UP ACOT7 ADGRL1 ARHGAP9 AURKAIP1 BEX3 BOLA1 BOLA2 C2orf49 C4A CAPN11 CCNQP1 CCT5 CD2 CD52 CD72 CD8B CDC37 CHD3 CHMP4B CLPTM1L COX5A COX5B CRACR2A CREBL2 CRIP1 CTPS2 CWC15 CXCR3 CXXC1 CYB5A DDIT4 DLGAP4 DNAJC19 DUSP10 DZIP1L EEF1B2 EIF3H EMC8 ERGIC3 ERH ERP29 EXOSC8 EXTL2 EYA2 F2RL1 GAB3 GAS5 GDF9 GFM2 GIMAP7 GPATCH1 GPC2 GPR183 GRAMD2B GRK2 GSDMD GTF2F2 GZMM H2AZ2 HEXA HMGB2 HSPBAP1 IFI30 IKBKE IL7R ITGAX KAT2A KBTBD11 KCNIP3 KLK8 KMT5A LARP1 LARP7 LEPROTL1 LSM4 LTB LY6E MAD2L1 MAD2L1BP MBOAT1 MCM5 MED20 MEF2D MGAT2 MGST2 MLX MPC2 MRPL16 MRPL33 MYC NACA NACC1 NDUFA1 NDUFB7 NDUFB9 NDUFS7 NELFCD NFKBIB NKIRAS1 NME2 NOP53 ODC1 PACS1 PDE2A PDLIM2 PIP4K2A PKN1 POLR3H PPAN PPP3CC PROCR PSMA2 PSMA6 PSMB6 PSMB8 PSMD12 PSME2 PTRH2 PYGB RAN RBM25 RCN3 RCSD1 RFXAP RIGI RILPL2 RINL RNASEH2B RNASEH2C RNF138 RPAP2 RPL12 RPL19 RPL22 RPL23 RPL27 RPL3 RPL32 RPL4 RPL8 RPL9 RPS12 RPS14 RPS19 RPS20 RPS27A RPS29 RPS3 RPSA S100A11 SIDT1 SLAMF6 SNAPC5 STARD3NL STXBP2 TAPBPL TECPR1 THOC5 TMSB10 TNFAIP8L1 TNFSF8 TPM3 TRAF3IP2 TSSC4 UBE2Q1 UBQLN1 UQCRQ UTP3 VHL VPS29 WDR81 XPO6 ZBTB22 ZBTB8OS ZNF512B GSE3720_UNSTIM_VS_PMA_STIM_VD2_GAMMADELTA_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3720_UNSTIM_VS_PMA_STIM_VD2_GAMMADELTA_TCELL_DN ABCA2 ABCC6 ACOT8 ACOXL ACSL5 ADCY8 ADGRE5 AGFG2 AGT AGTRAP AHCYL1 ALG5 ARHGDIA ARL4C ARL5A ARMC7 ATAD1 ATL2 ATP5F1B B3GAT3 BICC1 BIRC5 BSG BTBD3 BUD13 C12orf75 CAPG CAPN2 CAPZB CCDC70 CCNF CD86 CDC25C CENPE CENPW CGAS CHSY1 CKAP2L CMPK1 CPXM1 CRAMP1 CRYBG1 CSF1 CSNK2B DAB2IP DCTPP1 DDX28 DHRS7 DMBX1 DNAJB1 DNMT1 DOK1 DSE EBP EHMT2 ERCC6L ERN1 ESYT1 FAM204A FCGR3A FEN1 FHIP1B FKBP4 FOSL2 FOXM1 GABARAPL2 GALNT3 GBP2 GIMAP7 GMNN GNB2 GOLM1 GPANK1 GPR160 GRAMD2B GSR GUCD1 H2BC5 HACE1 HASPIN HDHD5 HK2 HMGCL HMMR HPS6 IDH3B IFITM2 IGFBP4 IL18RAP ILDR1 ITGAE KCNAB2 KCTD10 KIF23 KLF13 KLRD1 KRTCAP2 L1CAM LAX1 LCA5L LGALS1 LRCH3 LYN MACIR MACROH2A1 MCM2 MCM5 MFSD1 MTA3 N4BP1 NCAN NCCRP1 NDC80 NDUFAF5 NFIL3 NIBAN1 NLRC5 NR3C1 NUSAP1 OPLAH OSBPL3 OSBPL5 PADI2 PAMR1 PHF5A PHGDH PIK3R1 PIK3R5 PIMREG PLEK PLK4 PPP2CB PPP3CC PRELID3B PRIM1 PRR11 PRR13 PTBP3 PTCD1 PTMS PWWP2B PXYLP1 RAB11FIP4 RAB4A RAB8A RACGAP1 RAD54L RAP1B RASL11B RBL2 RCBTB2 RFC5 RFTN1 RGS3 RIDA RIPK1 RNF19B S1PR5 SAR1A SDC4 SDCBP2 SELENOM SELENOS SEPTIN8 SIRT1 SIRT2 SLC27A4 SLC43A3 SLCO4C1 SMIM15 SNRPD1 SPAG5 SPAST STRA6 SYNGR3 TADA2A TAFA3 TBC1D31 TKTL1 TMEM154 TMOD3 TNS2 TREX1 TSNAX TUBGCP2 TWF2 TXNIP UAP1 USP14 USP15 VAMP3 VPS28 WDR53 ZC3H7A ZCCHC18 ZFAND4 ZFHX3 ZNF157 ZNF454 GSE3720_UNSTIM_VS_PMA_STIM_VD2_GAMMADELTA_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3720_UNSTIM_VS_PMA_STIM_VD2_GAMMADELTA_TCELL_UP ACOT13 ACTN1 ADGRG5 ADPGK AIMP1 ARRB2 ATP5IF1 ATP5PB BATF BICDL1 BST2 BTLA C1QBP CAPN11 CARD10 CARMIL2 CCT5 CD27 CD3D CD55 CDCA7 CKS2 CLTA CMC1 COTL1 CTSS CXCR3 DDX10 DGKA DGUOK DKC1 DPP4 DUSP6 EEF1A1 EEF1B2 EHD3 EIF3C EIF3M EIF5A EOMES EPS8L1 ERAP1 ETNK1 EVL FAM162A FAM78A FAU FBL FOXK2 FUCA1 GAS5 GEMIN6 GFM1 GNL3 GRAMD2B H4C14 H4C16 HOOK1 HSD17B8 HSH2D IKBKE IL6ST IMPDH2 INPP4B KRT72 LAP3 LEF1 LEPROTL1 LTB LYST MAP3K5 MAP4K4 METTL27 MNS1 MPC2 MTHFD1L MYB NACA NCOA3 NEDD4L NOP53 NOP58 NSG2 PAICS PATJ PCBP1 PDE2A PDK1 PDLIM2 PGLYRP1 PHF21A PLAC8 PLCB2 PLEKHA1 PLEKHA2 POLR3E PPP1R14B PRKCB PRMT3 PRPS1 PSMB8 PSME1 PSME2 PSMG1 QTRT1 RAD50 RALGPS2 RBM6 REXO2 RGS10 RNF144A RPL10A RPL12 RPL18 RPL19 RPL23 RPL23A RPL24 RPL27 RPL29 RPL3 RPL30 RPL32 RPL36 RPL36A RPL37 RPL37A RPL39 RPL4 RPLP0 RPLP1 RPS10 RPS12 RPS2 RPS20 RPS26 RPS27 RPS3 RPS9 RPSA RRAS2 RTP4 RUVBL1 SARAF SELL SEPTIN6 SGMS1 SMC1A SND1 SPIN2A SSBP2 STAP1 TAF1D TBC1D19 TCP1 TENT5A TENT5C TERT TFRC THUMPD1 TLR1 TNFRSF18 TNFSF8 TOMM70 TRIM59 TSSK4 TTC4 URB1 USE1 WDR43 WDR74 WWP1 XCL1 YRDC ZNHIT6 GSE3720_VD1_VS_VD2_GAMMADELTA_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3720_VD1_VS_VD2_GAMMADELTA_TCELL_DN ADAM2 ADCY5 AKR1A1 AKT1S1 ALDOC ANG ANP32B ARHGAP19 ARID5B ASCL2 ASNSD1 ATP5ME ATP5MF ATP5PF ATP9B ATXN10 B3GNT2 BCL6B BIRC5 BRD3 BUB1 C3 CAPG CCN4 CD160 CD300LB CD83 CDC42EP5 CDCA5 CDK5R1 CEP85 CFAP54 CFB CKS2 CMSS1 COPZ1 COTL1 CREG2 CSNK2B CSTA CSTB DBI DCLK1 DHRS3 DMRTB1 DNAI3 DOCK4 DPH1 DPYSL3 DRAM1 ECE1 EGLN3 ENPP2 EPHA4 EZH2 FAM43A FANCM FBN2 FH FYTTD1 GALNT9 GARIN3 GMDS GNG2 GNGT2 GNL3 GPA33 GPRC5D GSTM1 HEY1 HIF1A HMCES HOXD13 HSBP1 HSPA9 IKZF4 IL13 IL1RN IL4 KDM2B KHDRBS3 KIF11 KIF20A KLRG2 LARP7 LBH LCLAT1 LCP2 LINC01973 LPP LTB4R LY6K MAST2 MAT2A MATK MCCC2 MCM3 MCM4 MEAF6 MED31 MIF MIX23 MRPL42 MRPS6 MTHFD1L MTMR11 MTRES1 NANOS1 NEU3 NHP2 NOPCHAP1 NPNT NR4A2 NUCKS1 OSGEPL1 OTX2 OXSR1 PADI3 PDCD1 PDCD1LG2 PDE6H PDZK1 PEX1 PFKFB3 PFKL PHLDA1 PLEKHH2 PLXNC1 POMP POSTN POU2AF1 PPM1G PPP1R36 PSD PSMC2 PTK2B PTMS PTPN11 RAD51B RAMP1 RCC2 REL REPIN1 RGS1 RGS10 RGS2 RILPL2 RNF128 RPN1 RUFY3 SAA1 SCAF11 SCCPDH SLC22A17 SLC30A3 SLC36A4 SNX2 SORBS3 SP6 SPC24 SPCS1 SPOCK2 SRGN SRSF7 SRSF9 SSMEM1 STAMBPL1 STMN1 STX4 TACC3 TATDN1 TIAM1 TIMM8B TK1 TMEM131L TMEM165 TMEM179B TMEM38B TNFSF11 TNFSF8 TOR1AIP2 TRIM59 TRPM6 TTC33 TTC39C TUBA8 TUBGCP2 UBE2L3 UBL5 UCK2 UFSP1 UMPS USP1 VAMP5 VCP VCPKMT VDAC1 VIPR2 ZNF23 ZNF518B GSE3720_VD1_VS_VD2_GAMMADELTA_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3720_VD1_VS_VD2_GAMMADELTA_TCELL_UP ADRA2C AGFG1 ALAS1 ALG8 ATP5PF BANF1 BAZ1B BLVRA BUB3 C1QTNF7 C1orf68 CADPS2 CALHM6 CBX3 CCDC89 CCKBR CCL1 CCL4 CDK7 CDX4 CEMIP2 CGAS CIDEB CLCNKB CLDN19 CLP1 COA3 COL9A3 COMTD1 COPS7A COPS8 CTCF CTPS1 CXCL10 CYB561D2 DCAF13 DDO DGKI DHFR DHX29 DHX37 DNAJC9 DRD2 DRP2 DUS1L DYNLRB2 EIF3B EIF5 EIF5A ELF5 ELP1 EME1 ENTPD7 EPB41L4A EPS8L2 ERCC6L ERF EXO1 FAM111A FAM53C FASN FEN1 FITM2 FMR1 GABRR2 GEMIN6 GLP1R GPR143 GPR161 H3-5 HLCS HS6ST3 HSPA5 HSPD1 IFI44 IL36G KCNA4 KCNE2 KLK10 KLK11 LCAT LDB2 LGR5 LRPPRC LRR1 LSM3 LYAR MAK16 MAPK4 MC2R MCM10 MCM3 MCM5 MCOLN2 MECOM MMP12 MRPL11 MRPL21 MRPL42 MRPS18A MRPS18B MTM1 MYCN NDC1 NDN NDUFAF2 NFAM1 NLRP9 NMBR NME1 NOB1 NSUN2 NTS NUCKS1 OOEP OTUD4 OTUD6B PANX1 PARP14 PHRF1 PMS1 POLE POLR2F POP1 POU3F4 PPA1 PPHLN1 PPP1R14B PPP1R8 PPP3R2 PRDX3 PRG3 PRICKLE2 PRODH PSMB11 PSMD12 PXMP2 RAB30 RANBP1 RBM14 RETREG3 RFC5 RIOX1 RNF115 RNF213 RPA1 RTP4 SDK2 SEC11A SEMA6C SERPIND1 SFPQ SH3BP2 SLC25A17 SLC35F1 SLC43A1 SNAPC5 SNF8 SPDL1 SPEF1 SPINK2 SRFBP1 ST6GALNAC5 STRAP STT3B SYTL4 TAPBPL TBX1 TCF20 TEAD4 TEX11 TIGAR TIMM13 TIPIN TLR7 TMA16 TMEM14C TMEM158 TMEM35A TMTC1 TPST1 TRIM37 TRIP13 TRMT10A TRMT12 TSPAN4 TSPY1 TSR2 UGT2B4 UNCX UTP6 WARS1 WNT1 YTHDC1 YWHAB ZBP1 ZFPM2 ZPBP2 GSE3720_VD1_VS_VD2_GAMMADELTA_TCELL_WITH_LPS_STIM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3720_VD1_VS_VD2_GAMMADELTA_TCELL_WITH_LPS_STIM_DN ABRACL ACOT8 ACOT9 ADGRE5 AHDC1 AIMP1 AKTIP ALKBH7 ANAPC5 ANXA4 AP1G2 APRT ARHGAP19 ARHGAP9 ARHGEF2 ARL4A ATAD1 ATG7 ATL2 ATOX1 ATP10A AUNIP BNIP2 BTD BTG2 C14orf93 C2orf50 C2orf76 CALB1 CAMK1D CAMK2G CAPN2 CASP7 CD164L2 CD96 CDC42SE1 CDKN2AIP CDKN3 CEP55 CEP95 CERS5 CGAS CKLF CLIC4 CMTM6 COMMD7 CRIPT CUTA CYB561A3 CYP2D6 CYP2S1 CYTH2 DDRGK1 DHRS7 DIAPH3 DKK4 DNAJB1 DNAJB4 DNMT1 DOCK2 DPCD EBP EDC4 EHD4 EMP3 ERCC6L ETS1 FAM177A1 FAM204A FAM241A FCGR2B FGF11 FKBP4 FOXO3 FZD5 G2E3 GAN GAS7 GATA3 GBP2 GLIPR2 GNA11 GNPTG GP1BA GP5 GPR87 GPSM2 GSR GSS GZMM HASPIN HCLS1 HEXB HMGCR HNF4G HSPG2 IDH3A IGBP1 IKZF1 INAFM1 ITGB7 ITPA KCNAB2 KDM4A KIF23 KLC4 KLHL42 LAIR1 LGALS1 LGALS8 LNPEP LPIN1 LRRC57 LRRC8C LXN MANF MARK2 MED27 MEGF9 MKRN2 MLLT6 MLYCD MON1B MRPL33 MYO1F NCALD NCCRP1 NDC80 NFATC3 NIBAN1 NPC2 OAS2 OSBPL3 P2RY13 PAG1 PCDHB16 PDCD6IP PEA15 PEDS1 PEX5 PIMREG PKMYT1 PLEKHF1 PNLIPRP2 PPM1G PPM1H PPP2R5A PPP3CC PSKH1 PTBP3 PXYLP1 RAD23A RAP1B RAP2B RASL11A RASSF7 RBM42 RCN1 REXO5 RFTN1 RIDA RNF44 SEPHS2 SEPTIN2 SGCB SGK3 SLC20A1 SNAI3 SPRY2 STARD7 STK10 STMN1 STXBP5 SUOX SUPT4H1 SYNGR3 SYNJ1 TACC3 TBCB TECPR1 TEX33 THUMPD1 TKTL2 TNS2 TRAFD1 TRAM1 TREX1 TRIM24 TRMT10B TTC39C TTLL8 TUBGCP3 ULBP1 USO1 VCL WDR53 ZFAND4 ZNF335 ZNF394 ZNF414 GSE3720_VD1_VS_VD2_GAMMADELTA_TCELL_WITH_LPS_STIM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3720_VD1_VS_VD2_GAMMADELTA_TCELL_WITH_LPS_STIM_UP ABCC3 ABCG4 ACE2 ACSL3 ACYP1 ADAMTS16 ADCY6 AGPAT5 AKAP13 AMER1 ANKHD1 ANKRD12 AP3B1 AR ARHGAP39 ARMCX2 ASCL2 ASF1A ASIC3 ATOSA ATP13A4 ATRX B4GALNT1 BCL7A BICDL1 BNC1 BPGM BRI3BP C17orf97 C1QBP C1orf216 CACNA2D4 CACYBP CAPSL CASP4 CCDC125 CCDC150 CCM2 CCR10 CCR7 CDC73 CDK17 CDK19 CEP135 COPRS CPLANE1 CSNK1D CTDSP2 CXCR3 CXCR5 DAG1 DCUN1D1 DDIT4 DDX24 DDX3X DGKZ DICER1 DPP4 DTD1 EGLN3 EID1 ELMOD3 EMC10 EML4 ENPP2 ERAP1 ESCO1 EZH1 FAM53B FERMT2 FGF13 FGF2 FRMD4A FXR1 FYB1 GGA2 GLRB GNL3 HIF1A HPCAL1 HSDL1 ICA1L ICOS IFFO2 IGF1R IKBKE IMPA2 JAK2 KCNMB2 KLHDC3 LAMP1 LIMD2 LINC01973 LIPA MAGED1 MAN2C1 MAP9 MBOAT1 MBOAT7 MGST2 MIF MIGA1 MRPS6 MTLN NANOS1 NBDY NDUFAF4 NFKBIA NFKBIZ NKRF NMNAT3 NUDT6 OPTN OTUD4 OXSR1 PAQR7 PARP3 PCBP3 PDK1 PEX5L PFN2 PGM5 PHF20 PHF3 PKP4 PLEKHG2 PLOD2 PLXNA3 POLR1C POLR3E PPA2 PPM1A PPTC7 PRPF38B PRPS2 QKI RACK1 RAI1 RAPGEF1 RASA1 REEP3 RGS12 RIT2 RPA1 RPL39 RPL7 RPS8 SCCPDH SEC63 SENP8 SESTD1 SF3A3 SHLD1 SLC16A8 SLC25A13 SLC52A2 SLC6A6 SNED1 SOD2 SPOCK2 SRPK2 SSB STX6 SYT11 TBC1D4 TBCE TERF1 TESC TFAP4 TGFB3 TGFBR2 TIMM9 TMA16 TMEM131 TMEM158 TMEM238L TMEM51 TNRC6B TOR1AIP2 TOX TP53BP1 TRIB2 TRPM6 TSHZ2 TTC27 TTC3 WASHC4 WDR46 WHRN XRCC5 ZDHHC24 ZEB1 ZMAT4 ZMYM5 ZMYND8 ZNF318 ZNF365 ZNF48 ZNF512B ZNF839 GSE3720_VD1_VS_VD2_GAMMADELTA_TCELL_WITH_PMA_STIM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3720_VD1_VS_VD2_GAMMADELTA_TCELL_WITH_PMA_STIM_DN AARS2 ABHD14B ACAA1 ACOT13 ADAMDEC1 ADCY10 ADRB2 AFAP1L1 ALDH1B1 ALDH3A2 ANXA13 APH1B APOC4 ARHGAP18 ARMC10 ARSA ATF5 ATG12 ATP6V0D1 B4GALT3 BAZ2A BCR BLOC1S5 BOD1 BOLA1 C18orf21 C3orf70 CACFD1 CBR1 CCDC61 CCNI CCNL2 CHD2 CNPY3 COQ8B COX14 CREB5 CYTH2 DDB2 DGUOK DIP2C DLGAP4 DNAJB14 DNAJB5 DNAJC4 EBF3 ECH1 EHMT2 EIF3H ENTPD2 ETV5 EXT2 EZH1 FAH FAM193B FAM219B FBXO6 FBXW10 FBXW4 FHIP2A FMNL3 FOXJ2 FUCA1 GABARAPL1 GABBR1 GAD1 GALK2 GAREM1 GM2A GNAL HAGHL HDAC5 HECTD4 HMBOX1 HMGCL HSD17B10 HSPB7 ID2 IDH3B IFFO2 IFNGR2 IKZF4 ITPR2 KATNB1 KCNK13 KCTD14 KDM3B KHK KLC2 KMT5C LAPTM4B LDLRAD3 LIN7B LRRC20 LRRC34 MAGED2 MAGEE1 MAPK11 MAPK3 MARVELD1 MFGE8 MIER1 MMS19 MNAT1 MNT MROH1 MSH5 MTHFR MTMR1 NAGK NMNAT1 NPRL2 NUDT14 OAZ2 ODF2L PCDHA12 PDE6D PDLIM7 PHF20 PI4K2A PJA1 PLEKHB2 PLIN3 POP4 PPOX PPP2R3A PPP2R5B PRICKLE3 PRMT2 PSTPIP1 PWWP3B PXK RAD51B RAP2A RBM11 RBMS2 RFXANK RHOG RNF11 RNF130 RNF25 RPL4 RTF2 SERF1A SERTAD4BP SH3BP5 SH3D19 SIRT7 SLC12A7 SLC15A1 SLC17A7 SLC25A38 SLC4A11 SMOX SNORD104 SOX15 SPG11 SPIN1 SRI STOX1 STX16 SURF1 SYT16 TAFAZZIN TBC1D16 TBC1D19 TEC TECPR1 TEFM TEP1 THY1 TM2D2 TMBIM1 TMED3 TMED4 TMEM175 TMEM50A TMEM87B TNC TOR2A TRIM24 TRIP4 TRPM5 TSC22D3 TSPAN32 TTC39C UCKL1 USF2 USP20 USP3 VPS26A VPS28 WBP1 WFDC5 XPR1 ZMYM2 ZNF217 ZNF219 ZNF7 ZUP1 GSE3720_VD1_VS_VD2_GAMMADELTA_TCELL_WITH_PMA_STIM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3720_VD1_VS_VD2_GAMMADELTA_TCELL_WITH_PMA_STIM_UP ACAT1 ACOT12 ACSL3 ADARB1 ADAT2 ADIPOR2 AGT ANKRD46 AP3B1 ARHGAP39 ARID4A ARMCX2 ASF1A ATP6V0E2 BAIAP2L1 BCOR BEND3 BRI3BP C16orf92 C1QBP C3 C7orf31 CACYBP CAMK2D CD300LB CD83 CDK13 CDK17 CFAP418 CHML CHORDC1 CISD1 CLIP4 CORO2B CPLANE1 CREG2 CRPPA CST7 DCK DDIT4 DENND2D DRAM1 DTD1 DYNLRB1 DYNLT3 EGR3 ENPP2 ERLIN1 EXOSC5 FAM162A FAM222B FAM83G FASN FHL3 FRMD4A FXR1 FYN GAB2 GAD1 GALNT18 GAR1 GDPD5 GLRB GNAQ GPM6B GPRASP3 GSKIP HACD3 HHAT HIPK3 HLA-DMB HPCAL1 HS1BP3 HSDL1 IFNAR2 IFT74 IKBKE IL13 IMPDH2 ISOC1 ITGB3BP ITK IWS1 KANSL2 KIF1B KIF3A KIF7 KRCC1 LAMP2 LAP3 LCLAT1 LIMS4 LINC01973 LIPA LUC7L3 LY6D MAGED1 MAPK8 MBOAT7 MCCC2 MDN1 METAP1D MGST2 MIGA1 MLH3 MRPS25 MSH6 MTAP MYH3 MYO1C MYO7A NAA16 NEK4 NFKBIA NHP2 NME1 NOP2 NRIP1 NSMF NSRP1 NUP43 ODC1 PADI4 PCBP3 PDK1 PDLIM1 PEX1 PGAM1 PHB2 PHLPP1 PIPOX PLEKHG2 PLXNA3 PPCS PPIG PRNP PROC QRICH1 RAB11A RACK1 RASL12 RELB REXO2 RFX8 RNF170 RPA1 RPGR S1PR2 SCCPDH SEC14L1 SGPP2 SH3GL3 SIX5 SLC25A3 SLC25A36 SLC25A4 SLC26A11 SLC2A6 SLC9B2 SMOX SNAPC1 SNED1 SQOR SRM SSB ST3GAL2 STAT5A STIM2 STING1 STK38L STK4 SUSD6 SYPL1 TBC1D4 TCF12 TDRP TGFB3 TIMM8B TJP2 TMA16 TMED3 TMEM131 TOR1AIP2 TPD52 TRIM8 TSPAN3 TTC3 TULP1 UBE2L3 UBE2S USP11 WDR12 WSB1 ZEB1 ZFR2 ZMYM3 ZMYND8 ZNF512B ZNF518B ZNF667 GSE37301_CD4_TCELL_VS_GRANULOCYTE_MONOCYTE_PROGENITOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37301_CD4_TCELL_VS_GRANULOCYTE_MONOCYTE_PROGENITOR_DN AAK1 ABCG2 ABTB2 ABTB3 ADAMTS6 AFAP1 AHR ANKRD55 ARHGAP26 ARID5A ASB2 ATXN2L BCL2L11 BHLHE40 BPIFB1 BTLA CBLB CBX4 CCL5 CCR6 CD28 CD83 CD86 CDC14A CDON CHST2 CYRIA DCLK2 DTNBP1 EHD3 EIF4E EIF5A ENDOD1 EPAS1 EVL F2R FAM78A FCRL1 FOXJ3 FSD1L GALNT10 GALNT9 GFRA1 GPR183 GRAMD1B GSAP HIVEP1 HIVEP2 HMGN2P6 IFIH1 IFITM2 IFNAR2 IFT80 IKBKE IKZF1 IL13 IL17RB IL18R1 IL2 IL2RB IL5 IMMP2L IPCEF1 IRF2BP2 ITGAE ITGB1 ITPKB ITPR1 IVD IZUMO1R JARID2 KCNK5 KHSRP KYNU LAX1 LDHD LIMK1 LRIG1 LTB MAP4K4 MARCHF3 MAX MBOAT1 MCTP1 MIDN MINK1 MTBP NACA NF1 NOD1 NT5E ORAI1 P2RX7 PAFAH1B3 PDE11A PDE4B PDLIM1 PECAM1 PENK PHLPP1 PLCB2 PLEKHG2 PLSCR1 PODNL1 PPFIBP2 PPP3CC PRKCH PRKCQ PRMT6 PSMB10 PTGFR RAB11FIP4 RAPGEF1 RBBP6 RBL1 RBM38 RFX5 RFX7 RIMKLA RIOK1 RNF19A RNF43 RPL18 RPLP0 RRAS2 RTP4 RXRA SAMD3 SBK2 SEMA4A SEMA6D SEPTIN6 SERP1 SESN3 SGPP1 SH3GL3 SH3KBP1 SLAMF6 SLC11A2 SLC20A1 SLC38A1 SLC44A2 SMAD1 SMC6 ST6GAL1 ST8SIA1 ST8SIA6 STK39 SUSD2 TADA2A TCF7 TIAM1 TIMP2 TLCD1 TMEM106A TMEM63C TMEM67 TMPRSS11E TNFSF11 TNFSF14 TNFSF8 TNIP1 TRAF1 TRIB1 TSPOAP1 TTC3 TTC8 TTN TXK UBASH3A USP18 UTRN VARS1 VAV3 VCAM1 VGLL4 VIPR2 VPS37B ZHX2 ZUP1 GSE37301_CD4_TCELL_VS_GRANULOCYTE_MONOCYTE_PROGENITOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37301_CD4_TCELL_VS_GRANULOCYTE_MONOCYTE_PROGENITOR_UP ABHD15 ABTB3 ACVRL1 ADCY6 ADH1A ALS2CL AMPD1 ANKRD13D AP1M2 APP APPL2 ARHGAP29 ARHGAP4 ARHGEF18 ARPC1B ATP1B1 ATP2A3 ATP4A ATP8B4 BBS9 BEND4 BHMT C3orf84 CD40LG CHD7 CLCF1 CLIP1 CMAHP CMBL COMMD8 CORO1C CRTAM CTNNA2 CYB5RL DAPL1 DDR1 DENND3 DNAJC6 DOK6 DOLPP1 DPH5 DSE EHD3 ELF1 ELOVL7 EME2 EYA2 FAAH FAM78A FBXO27 FCRLB GABRA5 GALNT10 GFOD2 GGT1 GGT5 GK2 GPR149 GPR18 GPR183 GRK2 GRK6 GTF2I HDAC5 HS3ST3B1 HS3ST5 IGFBP4 IHO1 IKZF1 IL23A ITGB3 JUP KLRD1 KRT16 LAIR1 LEF1 LRRC23 LYNX1 LYPD6B MAML2 MAML3 MAN2A2 MBOAT1 MCTP2 METTL9 MIR99A MSRA MYLIP MYO10 N6AMT1 NANOS1 NCKAP5L NLK NR2E1 OAS2 OSBPL5 P2RX5 PADI2 PAFAH2 PAG1 PCYOX1 PDE3B PDK1 PEG10 PFKFB4 PIK3R5 PLEKHF2 PPIC PREX1 PROP1 QPCT RABGGTA RANBP10 RAPGEF4 RASGRP2 RAVER2 RCC1L RFLNB RGS11 RINL RIPOR2 RNF144A RNF32 RTN4RL1 SCML4 SCP2 SELENOP SEMA4A SEMA4F SGK1 SLC12A7 SLC16A10 SLC16A5 SLC16A7 SLC20A1 SLC26A11 SLC37A2 SLCO3A1 SNN SPOP ST3GAL1 ST8SIA1 TACC2 TARBP2 TCF7 TECPR1 TGFBR3 THEMIS TMIE TNFRSF1A TSPAN14 TSPYL4 UBD UBE2E2 UNC5A VIPR1 WDR13 XKRX XYLT2 ZBTB7B ZBTB9 ZFHX4 GSE37301_CD4_TCELL_VS_RAG2_KO_NK_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37301_CD4_TCELL_VS_RAG2_KO_NK_CELL_DN ABCB10 ACAP3 ACLY ADCK2 ADIPOR2 ANKRD6 AP2M1 APLP1 ARHGAP23 ARID1B ATP10D ATP13A3 ATP6V0A1 ATP6V0E1 ATP8A2 BMPR2 BPGM BRAF BUD13 CACNB1 CAPG CAPN2 CASP6 CCDC112 CD44 CHST11 CLTB COBLL1 COX7A2 CPEB2 DFFA DIP2A DNASE1L1 DOCK5 DOP1B DTNB DUSP7 E2F5 EEF2K EGR1 EHMT1 EIF1 EIF3I EIPR1 ELMO2 EMC3 EML4 EMP1 ERCC6 ERLIN2 ETV5 EZR FAH FAM114A1 FBXO30 FOS FZD7 GALNT1 GATA3 GLT8D1 GLUL GM2A GNAQ GPAT3 GPD2 GPR158 GPX1 GZMB HECTD3 HERPUD2 HPGD HSPBAP1 IGFBP7 IQCE IRAK3 ITGA1 ITPRIPL1 ITPRIPL2 JUP KAT6A KDM4B KIT KLF7 KMT2C LAMC1 LGALS3 LIG4 LMNA LPCAT2 LPCAT3 LPIN1 LTB4R MARCHF8 MGAT4B MIB1 MID1IP1 MITF MMP25 MON1A MRPS21 MTOR MYADM NCOA1 NCOR1 NDRG1 NEB NLN NPNT NQO2 OSBPL1A OSBPL7 OTUD5 PACS1 PCDH19 PDCD6 PDP1 PI4K2A PLEC PLEKHO2 PLXNA1 POMT2 PPP1R3F PRKAR2B PROS1 PSEN2 PTPN9 QSER1 RALBP1 RAP2A RCOR1 REEP5 RIPK1 RNF169 RPS6KA5 RRBP1 S100A13 SDHC SEC16A SEC24D SECISBP2L SERINC5 SH3GLB1 SLC25A20 SLC37A4 SLC41A2 SLC44A1 SLC49A4 SLFN5 SNUPN SNX29 SNX9 SOAT1 SOCS2 SP6 SPATA13 SQOR ST3GAL2 STIM1 SWAP70 SYNRG TACC1 TAF9B TATDN2 TLN1 TMBIM6 TMOD3 TMTC2 TNRC6C TPPP TRAPPC14 TSC22D1 TTC17 VAV2 VIM VRK1 YIPF1 YWHAB ZBTB32 ZBTB8A ZCCHC24 GSE37301_CD4_TCELL_VS_RAG2_KO_NK_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37301_CD4_TCELL_VS_RAG2_KO_NK_CELL_UP ACYP1 ADAM8 ADAMTSL2 AHR ANKS6 AOC1 ATAD5 ATP10A AVPR1A B3GALT5 B4GALNT4 BDNF C1orf174 C4orf45 CACYBP CALML4 CANX CATSPERD CCDC112 CCDC157 CCL5 CD34 CD79A CDC42BPB CDK15 CDK6 CEP162 CER1 CHIC1 CIBAR1 CISH CNTNAP1 CXCL10 CYP7A1 DCBLD2 DCN DCTD DSCAML1 DSE E2F6 EBI3 ECRG4 EFCAB7 EGLN3 EMB EPDR1 ERLIN1 ERO1A FBXL18 FNIP2 FSD1L FUBP1 GALR1 GCNT1 GFOD2 GNB5 GPATCH11 GPR171 GPR55 GPX2 GZMK HDAC1 HDLBP HELLS HMGB3 HMGN3 HS3ST1 ICOS IFIT3 IL18R1 IL18RAP INA ITPRIPL2 JAG1 KCNK6 KCTD3 KIF20B KLK12 LECT2 LRFN2 MAFG MEP1A MID2 MIR135B MIR15A MIR216A MIR299 MIR32 MIR500A NAV1 NAV2 NEBL NEK6 NHLH1 NKG7 OAF OSBPL6 PDCD1 PLCB4 PLCD1 PLOD2 PLSCR4 PPFIBP1 PPP1R32 PRSS12 PTGER2 PTPN13 PTPRS RAB8B RBFOX2 RGMB RGS9 RNF11 RNF43 ROBO1 RORA RYK SCIN SCP2 SCPEP1 SEMA6D SKA2P1 SLAMF6 SLC15A3 SLC16A4 SLC25A46 SLC25A53 SLC45A1 SMARCE1 SMOC2 SPEF2 SPRED3 SPRY4 SRMS ST6GALNAC5 STK32C STK39 STX6 SUSD2 TEDC1 TEKT5 TEX9 TMBIM1 TNFSF11 TNFSF13B TNFSF14 TNFSF8 TOX2 TPH2 TPRN TRIM9 TRPM6 TTC14 TTC9 TTYH2 UBXN8 UNC13B UPK1A USHBP1 WDTC1 ZC2HC1A ZC3H12C ZC3H8 GSE37301_COMMON_LYMPHOID_PROGENITOR_VS_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37301_COMMON_LYMPHOID_PROGENITOR_VS_CD4_TCELL_DN ACOT7 ADCK2 ALOX5AP ANKRD36B ANKZF1 ARPC3 ARPC5 ARPP19 ATP2A3 ATP5MJ ATP5PD ATP9B BARD1 BIRC5 BLVRA BNIP3L C10orf88 CBR3 CDK1 CDK13 CDT1 CEP250 CHAF1A CHCHD3 CLEC2B COPS6 CSNK1G2 CYB5R1 CYB5R3 DENND1B DENND4C DERL2 DHCR24 DNM2 DPF2 DPYD DYNC2H1 ELMO1 ERP29 EXOC3 EXOC7 F11R F2R FAM168B FBXO38 FLT3LG FXR1 GALC GALNT10 GDF11 GGNBP2 GIMAP6 GMNN GNAI2 GPAA1 GRAP GRIK4 GSTP1 HADHB HERC2 HMGN3 HMOX2 HNRNPUL1 HPGD IDH1 IFITM2 IL10RA IL15 ILRUN INPP5A INPP5D IP6K1 IQGAP2 ITGA4 ITPR2 JAK1 JMJD1C KCNK13 KIF14 KIF21B KIF4A KLHDC3 LAMP2 LGALS8 LSM14B LYRM9 MANF MARK3 MDM1 MED14 MMP25 MRPL40 MSLN MTX2 MXD3 MXD4 MYCBP MYH9 MYL12B MYOC NAA80 NBR2 NCOA6 NDUFAF1 NFATC3 NHLRC2 NMI NOTCH2 NVL OARD1 OCLN ORC5 P2RX7 P2RY10 PACSIN2 PBX3 PCBP2 PCNX1 PHF20 PIK3R4 PIKFYVE PLEKHA1 PLSCR3 PPP2R5E PPT1 PRDX2 PROCR PRY PSD4 PTGDR PTPN2 PTPRU RAD17 RAD51 RIBC2 RNASE6 RNASEH2A RNF8 RRM1 RTN3 RUBCN RWDD2B SEC11A SEPTIN6 SH3BGRL3 SIDT1 SKP2 SLC29A2 SLC2A10 SLF2 SMAD2 SMIM8 SNX24 SOCS2 SOCS5 SOS1 SPTBN1 STAP1 STAT1 STAU2 STK39 STYK1 TARP TBCA TCEAL9 TECR TEX30 TFDP2 TLE5 TMX1 TOPBP1 TRIB3 TRMU TRPM2 TSPYL1 TST TXNDC9 TYMS UBE2D2 UBE2L3 UBR7 VBP1 VPS16 VPS26A VPS41 WDR41 WIPI1 YLPM1 YTHDC2 ZBTB38 ZDHHC13 ZDHHC17 ZMYM3 ZNF137P ZNF217 ZNF224 ZNF34 ZNF43 ZNF446 ZZEF1 GSE37301_COMMON_LYMPHOID_PROGENITOR_VS_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37301_COMMON_LYMPHOID_PROGENITOR_VS_CD4_TCELL_UP ABCE1 ACBD3 ACSL1 ADGRE5 ADRB3 AGFG1 AHCYL1 AKAP17A AKAP8 ALG3 AMIGO2 ANP32C ARF4 ATP8B2 BCLAF1 BET1L BLTP3B BTG2 C5AR1 CADM4 CCDC103 CCL1 CCL22 CCND1 CCNT2 CCT4 CD44 CD82 CDH7 CEBPG CHML CLCN7 CLUH CMAHP COQ10B CRYM CTNNAL1 CUBN DCLK2 DDX10 DDX21 DDX51 DDX54 DESI1 DLX2 DNAJB9 DNPEP DOHH DPH2 DSTYK DYNC2I1 E2F4 EIF3J EIF5B ENSG00000237250 ETNK2 EVC EXOSC4 EZR FAM131A FAM216A FBL FNBP1 FUT5 GABRG3 GAS8-AS1 GFOD2 GK3 GLRX5 GOSR1 H3C7 HILPDA ICAM1 IFNG IL17A IL17RC IL2RA INHBA IRF4 ITGB1BP2 JUNB KLF10 KLHL18 KLHL21 LAMTOR5 LGI2 LINS1 LRRC15 LRRFIP1 LRRK1 MAFF MAPRE2 MEIS3P1 METTL13 MRPS22 MTERF3 MTRR NDST1 NDUFAB1 NELFE NFAT5 NFATC1 NFIL3 NFKBIB NIBAN1 NIP7 NPHS1 NT5DC3 NUP88 OPCML OR1F2P PAICS PCGF1 PCID2 PDCD11 PDHA1 PDIA5 PGAM1 PHB1 PITX1 PLAGL2 PNPO POLR1F PPA1 PPFIA1 PPP1R2 PRNP PRR3 PRY PSME3 PSME4 PTRH2 RAB1A RAI2 RAN RANBP2 RASIP1 RBM8A RCAN1 RFK RGS1 RIN3 RIOX2 RPL22 RPL4 RPS7 RRAD SDCBP SEC14L4 SEC62 SERINC5 SFPQ SGK1 SLA SLC12A8 SLC25A44 SLC25A6 SLC30A6 SLC6A8 SMNDC1 SMS SNRPD1 SPRY4 SRM SSX7 SYNCRIP TAF9 TBL3 TDP1 TENT5A TGFBR2 TGIF2 TGS1 TIMM8A TM4SF4 TNIP3 TOMM70 TPT1P8 TSNAXIP1 TTC33 TUFT1 TVP23B UBE2N UFM1 ULBP2 UMPS UPF1 URB1 UTP11 UTP14A UXS1 VAMP1 VCL VEGFA WDR4 WNT16 ZFP36L1 ZFR ZNF280A ZNF324 GSE37301_COMMON_LYMPHOID_PROGENITOR_VS_GRAN_MONO_PROGENITOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37301_COMMON_LYMPHOID_PROGENITOR_VS_GRAN_MONO_PROGENITOR_DN ACO1 ACVR2A ADK ADSL AIRE AQP1 ARHGAP12 ARHGAP15 ART1 ATP10A ATP5F1A BEND5 BIRC3 BRPF1 C5AR1 C8G CACNB4 CCDC22 CCDC51 CCR7 CD48 CDC40 CDH16 CDKN2A-DT CDX4 CEP170 CEP83 CES1P1 CFAP74 CHST2 CLEC10A COL6A2 CRB1 CRTAM CSF1R CSNK2A2 CXCL13 CYP39A1 CYSLTR1 DALRD3 DDT DDX42 DENND5A DLG4 DNAI1 DSCAM DYSF EEF1B2 EIF3H EIF3M EPHB2 EVI2B FAM149B1 FAM224A FBXO11 FEZ2 FOCAD FXYD2 GABRG2 GFRA3 GGA2 GNG13 GON4L GPC4 GPR32 GRIA1 GSAP H2BC9 H4C1 HEXIM1 HLF HMOX1 HOXC6 HSPA12A ICE2 IFITM1 IFNGR2 IL21R IL27RA ITGA6 ITIH5 ITK JAM2 KLHL36 KRT23 KRT7 L1CAM LDHB LGR4 LINC00588 LINC00652 LRP5L LRRK1 LRRN3 LY96 MAPK8IP2 MYC MYO15B MYOG NAT8 NDN NMU NREP OPN3 OR2C1 OR2F2 OSBPL7 OXSM PABPC3 PARN PARP11 PAX1 PCBP3 PDCL PIGP PIKFYVE PIP PIP5K1A PLEC PLK2 PLXNB1 PLXNB2 POLR3G PON2 PRKCH PRMT3 PRRC2B PRY PSIP1 PSPH PTGDR2 PTHLH RAB13 RBM4 RCE1 RETREG1 RIDA RIN2 RIOX2 RPL22 RPL26 RPS23 RPS26 RPS8 RS1 SCUBE2 SENP6 SEPTIN11 SERINC5 SERPINB1 SETMAR SEZ6L SGK1 SH3GL2 SIGLEC1 SIX6 SLC16A2 SLC17A7 SLC25A15 SLC25A38 SLC39A4 SLC52A1 SLCO1B3 SLITRK5 SMYD3 SNCG SNN SPHK1 SPON1 ST13 SUMO1 SWAP70 SYF2 SYN3 TANC2 TBC1D8B TCF7 TFAP4 TH THAP9 TNFRSF11B TNFRSF4 TNPO2 TPK1 TRIM14 TRIM58 TSC22D3 TSGA10 TSHB TUBB7P VNN2 WDR11 WDR41 YBX2 ZNF334 ZPBP ZPR1P1 GSE37301_COMMON_LYMPHOID_PROGENITOR_VS_GRAN_MONO_PROGENITOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37301_COMMON_LYMPHOID_PROGENITOR_VS_GRAN_MONO_PROGENITOR_UP AARSD1 ABCE1 ABCF3 ADGRE5 AIMP2 AK2 ALG3 ARF4 ARHGEF2 ATG101 ATP2B1 AUTS2 BLTP3B CCL4 CCR4 CD82 CD83 CEACAM8 CEBPG CEP170B CHD4 CHUK CMAHP COPS2 CRY1 CRYM CSF1 CTAG2 DDX10 DDX21 DDX49 DESI1 DNAJB9 DPH2 EBI3 EIF2B2 EIF3D EIF3G EIF3J EIF5B EMC1 EMC8 ENC1 ESF1 ESR2 EXOSC2 EXOSC4 EZR FNBP1 GABPB1-IT1 GABRG3 GJC1 GLRX5 GLUD2 GNAS GNL2 GOLIM4 GPR183 GPR35 GPX3 GRM1 GSE1 H3C12 HEATR1 HNRNPC HOMER1 IFNG IL11 IL17RC IL2RA IL5 ING1 IRF4 ITGB1BP2 KCNK10 KIAA0513 KIF1B KL KLHL18 KLK2 KPNA1 KRR1 KRT84 KRTAP5-8 KYNU LAMA2 LCE2B LRRFIP1 MAGEA10 MAGEL2 MAP2K3 MAP3K10 MAPRE2 METTL13 METTL22 MIF MKLN1 MRPL17 MYLIP NAP1L1 NBL1 NDEL1 NELFE NETO2 NEU3 NFAT5 NFIL3 NIP7 NUP88 NUP98 OGFOD1 OLFM1 OTUD4 OTUD7B OVOL2 PDCD11 PHB1 PHB2 PHF1 PHLDB1 PIGL PKNOX2 PLAAT1 PMPCA PNO1 POLR1B POLR3E PPA1 PPFIA1 PRNP PRR36 PSMD1 PSMD12 PSME3 PTK2 RAB22A RAB3GAP1 RAN RBM8A RCN1 RGS1 RIN3 RPL35A RPL8 RRAD SCGN SDCBP SEC14L2 SEMG1 SERINC5 SETD6 SFXN1 SGTA SLA SLC12A3 SLC25A32 SLC25A44 SNAPC1 SNHG3 STX1A TAF9 TAL1 TBL1X TCP11 TENT4A TEX41 TGFBR2 TGS1 TICAM1 TIMM17A TIMM8A TLE3 TM4SF4 TNFRSF10D TNFSF14 TNFSF9 TNIP3 TNP2 TOMM40 TRAV12-2 TREX2 TTC33 TTF2 TXNL1 U2AF1 UCHL3 ULK4 UMPS UXS1 VCL VEGFA VGLL3 WDR4 YARS2 YIPF6 ZFP36L1 ZNF280A ZNF551 ZNF614 ZNF778 GSE37301_COMMON_LYMPHOID_PROGENITOR_VS_PRO_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37301_COMMON_LYMPHOID_PROGENITOR_VS_PRO_BCELL_DN ACOT7 ACOT8 ACTA2 ACTB ADCK2 ADD3 ADGRB1 AKT1 ANKZF1 ANXA4 AP2S1 APPL1 ARAP3 ARHGEF6 ARPC5 ARPP19 ASF1B ATP11B ATP5F1C ATP5MC2 ATP5ME ATP5MF ATP5MG ATP6V1H ATP9B BARD1 BIRC5 BLVRA BNIP3L BPGM BST2 CBR3 CCDC92 CCNA2 CCNG1 CDK13 CDT1 CEP135 CHAF1A CHFR CIZ1 CKS1B CLEC2B CNN2 COQ3 COX5B CPNE1 CRLF3 CRYL1 CTSC DEK DENND1B DENND4C DHCR24 DNMT1 DOK1 EFCAB14 ELMO1 EPS8L2 EXOC3 FAN1 FBXL14 FBXO5 FDFT1 FLI1 FLT3LG GCC2 GGNBP2 GLO1 GMNN GNAQ GPAA1 GSTP1 HAUS4 HAX1 HERC2 HMHB1 HMOX2 HSPA1L ICAM3 IDH1 IDH2 IFITM2 IL15 INPP5D IP6K1 IQGAP1 IQGAP2 KCNA3 KIDINS220 KIF14 KIF26B KNL1 KYAT3 LAMP2 LEMD3 LINC01260 LXN MAEA MAGT1 MANF MCM2 MKNK1 MMP25 MMUT MRE11 MRPL13 MRPL40 MXD4 MYL12B MYOC NDUFS4 NEK2 NFATC3 NHLRC2 NKTR NMI NMRK1 NSD2 NVL NXT2 OARD1 ORC5 P2RY10 PCTP PHF20 PIGB PIP4K2C PLSCR3 PML PPP2R1A PSMC5 PTGDR PYHIN1 RAB6A RAD51 RAD52 RAD54B RALY RANGRF RAP1GAP2 RBBP7 RBMX2 RCHY1 RCOR3 RIBC2 RRM1 RTN3 SCAI SCAPER SEPTIN2 SERINC3 SGSH SIGIRR SKP2 SLC33A1 SMAD2 SMIM8 SPATS2L SPG11 SPTLC1 SRPK2 STAU2 STMN1 STX7 SUMO2 SYCP2 SYT13 TAPBPL TARP TBXAS1 TCFL5 TDRD3 TMEM204 TMEM41B TOPBP1 TROAP TRPM2 TSPAN14 TYROBP UBE2K UBL4A UGDH UPF3A USP2 VAMP8 VBP1 VPS26A VPS41 WDR41 WSB2 WWC3 YTHDC2 ZBTB38 ZCCHC4 ZNF43 ZNF446 ZNF45 ZNF652 ZNHIT1 GSE37301_COMMON_LYMPHOID_PROGENITOR_VS_PRO_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37301_COMMON_LYMPHOID_PROGENITOR_VS_PRO_BCELL_UP AASDHPPT ACO2 ACSM1 AJAP1 ALG8 AMPD1 ANGPTL2 ANXA1 AQP2 ARHGEF15 ATP6AP2 BAHCC1 BANK1 BMP15 C17orf75 C1D CA6 CACNA1H CADM4 CALML5 CASK CASP8AP2 CCDC28A CCDC47 CCDC51 CDH7 CELA2B CENPC CEP83 COL11A1 COL6A2 CORO2B CPNE3 CREM CSF1R CST6 CTR9 CYP39A1 DCHS1 DDX3X DENND4A DGCR5 DGKQ DHX32 DLGAP4 DOC2A DOCK1 ECEL1 EFEMP2 EIF3M ELF3 ERICH1 ESRRG EXOC6B FBN2 FOCAD GAR1 GCFC2 GNPAT GOLT1B GPR173 GPR182 GPX5 GPX7 GRM2 GSPT2 GUCA2B HCG9 HMGB2 HOXC6 HRG HS6ST1 HTR3B HYAL4 IBSP ID2 ID4 IER3 IFIH1 IFT57 IL1R2 INE1 IRGC JMJD1C KCMF1 KCNK13 KLF9 KLK5 KRT7 LINC01558 LIPG LRP5L LYPLA2 MIR22HG MRPL20 MS4A3 MTHFD2L MTMR11 MTNR1B MYEF2 MYL1 NDNF NDUFAB1 NEAT1 NEK4 NKX2-8 NLE1 NRIP2 NTRK1 NTS OPN3 OPRK1 OR2B6 OR2F2 OSBPL7 OSGIN2 P3H2 PADI1 PAX1 PCGF2 PCNP PDE10A PHYH PIP5K1A PITPNM3 PLEKHF1 PLSCR4 POU5F1P4 PRELID3B PRY PSEN2 PYGL PYGM QSER1 RAB33B RAB3D RBBP7 RDH11 REPS1 RNASEL RNF41 RRAS2 RS1 S100P SAP30 SCARF1 SCN2A SEC14L1P1 SEMG2 SERPINE1 SIGLEC1 SIX6 SLAMF8 SLC14A1 SLC16A2 SLC17A6 SLC2A10 SLC35F6 SLC52A1 SLC7A9 SNRK SNX13 SOCS6 SOX4 SPN SUCLG2 SUMO1 SV2C TBL2 TCN2 TG TLR2 TMEM30A TNFRSF11B TNFSF18 TNNI3K TOPORS TRAPPC11 TSPAN2 TXN TXNRD3 UBE2B UPK1A UQCC1 URM1 WDR82 WNT1 WSB2 WWC2 YBX2 YOD1 ZFPM2 ZNF12 ZNF280A ZNF32 ZNF34 ZNF721 ZNF8 GSE37301_COMMON_LYMPHOID_PROGENITOR_VS_RAG2_KO_NK_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37301_COMMON_LYMPHOID_PROGENITOR_VS_RAG2_KO_NK_CELL_DN ACAD10 ACAP2 ACOX1 ACVR1 ADCY7 ADH1B ADK ADRA1A AGO2 AGTPBP1 APEX1 APOA4 ARFGEF2 ARHGAP15 ARID5B ATP10A ATXN7L1 BACH2 BAZ2B BCHE BPNT1 BTG4 BTNL8 C5AR1 CA12 CAPN11 CCAR2 CCDC70 CCL24 CCR7 CCR9 CD48 CDC40 CDC42BPA CDH18 CDH19 CDKN2A CEP170 CEP68 CEPT1 CHFR CLEC11A CLIP2 COL6A3 COL9A2 COQ8B CPE CRTAM CTDSPL CUL2 CXCL5 CYLD DEGS1 DET1 DIAPH2 DLX6 DMP1 DNALI1 DOCK9 DPYSL2 DRICH1 DYSF EDDM3A EFR3A EIF2D EIF3E EIF3H EP400 EPB41L3 EVI2B FAM171A1 FCER1G FLT3 FPGT FRAS1 FXR1 GEMIN6 GGT1 GNAL GNL3LP1 GRK5 GRSF1 GTF2E1 GUCY1B1 H4C8 HAND2-AS1 HEMK1 HMOX1 HOXA3 HPS4 IER3 IFITM1 IFNGR2 IMPACT KALRN KLF7 KLK2 KRT34 L1CAM LEF1 LIMS2 LRRN3 LUC7L3 LY96 LYPD3 LYZ MAL MAN1C1 MAX MBP MEIS2 MIEF1 MKRN1 MOBP MTARC2 MYC MYO16 NALF1 NBL1 NDUFA8 OGFRL1 OPN3 OSM PABPC3 PADI2 PCBP2 PCDHGA9 PDE1B PDHX PEAK1 PHLDB1 PITPNB PLAAT4 PLAC4 PLAC8 PLXNB2 PMS2P5 PNPLA4 POU2AF1 POU2F2 PPP1R1A PTCD1 PTK7 PVT1 RAB13 RAB3GAP1 RAB40AL RAVER2 RIGI RIMS1 RMND5B RPL24 RPS8 RTN2 S100A10 SCGB2A2 SCLY SDK2 SELPLG SERPINB2 SHC3 SLC22A18AS SLC2A5 SMCP SMG7-AS1 SMYD3 SPAG16 SPG11 SRM SSBP2 STARD7 STK32B SUOX SWAP70 TBC1D8B TBCD TCF7 TDRD12 TFDP3 TFEC TGFB2 TIE1 TMEM140 TNKS2 TOGARAM1 TP53BP2 TPK1 TPPP3 TPSD1 TRMT1L TSKS UBE3B USP24 ZC3HAV1 ZDHHC7 ZEB1 ZIC3 ZNF529 GSE37301_COMMON_LYMPHOID_PROGENITOR_VS_RAG2_KO_NK_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37301_COMMON_LYMPHOID_PROGENITOR_VS_RAG2_KO_NK_CELL_UP ABCB4 ADAM12 ADAP2 ADH6 ADRA1B AGRP AK2 AKAP10 AMD1 AP3B2 ARF3 ARHGEF12 ARR3 ATAD2B ATMIN ATP2B4 AUTS2 BCAT2 BEX1 BMAL1 BRF2 C1QB CAMSAP2 CASP1 CCDC15 CD2 CD247 CD40LG CD59 CDK5R1 CDK5RAP1 CEBPD CELP CEMIP CLDND1 COL5A1 COLEC12 COQ6 CPD CPS1-IT1 CRADD CREM CRKL CSH2 CTNNA1 CTSK DCTN5 DDX31 EEF1A2 EFHD1 EHBP1 EIF2AK3 ELSPBP1 EMC6 EOLA2 EPS8L2 FAM110D FAM131B FLT4 FUT8 FYN GDF9 GIMAP5 GNAT3 GNRHR GORASP2 GPR17 GRPR GSTA3 GYG1 H3C2 HBEGF HHAT HIVEP2 HNF1B HNRNPF HNRNPU HOXB6 HOXC13 HRH2 ICAM5 IER3IP1 IFNA14 IFNGR1 IFNW1 IGSF3 IL12RB2 IL18R1 INPP4A ITGB2 KCNK12 KCNV1 KCTD5 KLHDC8A KLRG1 KNG1 LANCL1 LCOR LGALS14 LHB LPAR1 LSM14B MAEA MAGEC2 MAP7D3 MAPK13 MAPK14 MBNL2 MCF2 MGAT4B MITF MMP10 MPZL1 MRPL28 MTCL1 MYDGF NAP1L2 NDST3 NINL NKX2-2 NOL4 NRIP3 NRXN2 NUP188 NXPH4 OXT P4HA2 PACSIN3 PCDHGA10 PGM1 PIGO PLEKHF1 PLPPR1 PLXNB3 PLXNC1 POGZ POLRMT POM121L9P PORCN PPFIBP2 PPIP5K1 PPP2R3A PRKAB1 PRKD3 PSG7 PSTPIP1 PTPRT PTPRZ1 PYGM RAB8A RABGEF1 RAD1 RFPL3 RHAG RIBC2 SAG SEC14L3 SEC61A1 SECTM1 SFXN3 SLC22A13 SLC22A5 SLC25A46 SLC36A1 SLC6A12 SLC7A5 SMOX SNRPB SNTA1 SORBS3 SPARCL1 SPART SPRR1A SPRR1B STX11 SYNGR3 SYP TATDN2 TBC1D31 TBL1Y THEMIS2 TMEM177 TMEM35A TMEM59L TRHDE TRIB2 TRIM29 TRPM1 TSBP1 TUBB2B TXNDC15 VLDLR ZBTB16 ZNF137P ZNF142 GSE37301_GRANULOCYTE_MONOCYTE_PROGENITOR_VS_RAG2_KO_NK_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37301_GRANULOCYTE_MONOCYTE_PROGENITOR_VS_RAG2_KO_NK_CELL_DN A2M ABCA1 ABRACL ACTR2 ADCK1 AMBP ANXA1 APOC2 APOM APP ARHGAP1 ARMC10 ARPC1B ATF4 ATOX1 ATP11A ATP5IF1 AZI2 B4GALNT1 BAX BLVRA C5orf15 CAMLG CARS1 CAVIN2 CCDC28B CCDC80 CCDC86 CD47 CDC16 CFI CFP CGGBP1 CHD4 CHD8 CIP2A COL14A1 COL3A1 COL4A1 COL4A2 CPNE3 CWC15 CXXC5 CYB561 DCTN3 DDIT3 DEGS1 DHX40 DPP7 DYNC1I2 EIF4A3 EMC10 ETNK1 EZR F11R FAM13B FBN1 FNBP1 FOXK2 FRG1 GALNT2 GAS6 GBA1 GNAT1 GNG10 GNG12 GRN GTF3C2 H3-4 HEPH HIP1R HNRNPD HPX IFRD1 IL1R1 IL6R ING1 IPO4 ITGB1 ITIH1 ITIH3 KCNJ8 KIF1C KIF22 KIF2A KMT2E KRT18 LCN2 LSG1 MAP4K4 MAP7D1 MARCKS MED28 MLX MPEG1 MRPL35 MRPS26 MTPN MVP MYH9 NCOA4 NELFE NGDN NID1 NID2 NUDT21 NXF1 OSMR PAX6 PIK3C3 PISD PLA2G7 PLAC8 PLK1 PNPT1 POLR1D POSTN PPA1 PPM1G PRDM1 PRLR PSENEN PSMD14 PTPRB PTTG1 PUF60 PYGB RAMP1 RAN RANBP1 RBM10 RGS2 RHOD RNF13 RO60 RPAP3 RPL18 RPL23A RPL34 RPL41 RPS19 RPS25 RPS5 RRBP1 RRP7A RSRC2 RTN4 S100A6 SAA1 SARAF SEBOX SEMA6B SLC10A6 SLC25A15 SLC25A4 SLC39A1 SMC3 SMN1 SNHG6 SNRPC SNX14 SOD3 SPIN1 SPTBN1 SPTLC2 SRSF11 SRSF2 SRSF9 SSB SST SSU72 SUPV3L1 SURF6 TAB2 TAB3 TAF1C TBC1D14 TCIRG1 THPO TIPARP TMEM176B TMX1 TOMM40 TPP1 TRAPPC2L TRIR TTC14 TTR TUBB6 TYROBP UNC45A VPS28 VTN WDR20 WIPF1 WSB1 WWP2 ZCRB1 ZDHHC16 ZSCAN26 GSE37301_GRANULOCYTE_MONOCYTE_PROGENITOR_VS_RAG2_KO_NK_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37301_GRANULOCYTE_MONOCYTE_PROGENITOR_VS_RAG2_KO_NK_CELL_UP ACAD9 ACVR2A ADPGK AGO3 AIFM1 AK3 ALDH1A2 ALG12 ALKBH7 ANXA6 AP2M1 ARL6 ARSA ASAH1 ATF2 ATF6B ATP2A3 ATP5F1A ATP8B2 ATXN3 BSCL2 C18orf32 C1QBP C1QTNF12 CAVIN4 CDC16 CDC27 CDK7 CDKN2B CEACAM19 CEBPD CEP57 CFH COX6B1 CSNK1G3 CTPS1 CTU2 CUL1 CUL7 CUTA CYTH2 DDX17 DEPDC5 DESI1 DFFA DGAT2 DUSP19 E2F3 E2F6 EHHADH EIF3J ELOVL1 ENPP1 ERRFI1 ETS1 EVI5L EXOC6B FBXO30 FBXO9 FOXP4 GALNT9 GDI1 GIMAP4 GLS GNG12 GOLGA2 GPR155 GPR18 GRAMD1A GSAP GSTA3 GTF2E2 GUSB H3-3A H6PD HACL1 HSD17B10 HTATSF1 IGF1 IQCB1 ITGA9 KCNK7 KLHL2 KTN1 LDHB LIN7C LZTFL1 MAPKAPK2 MARCKS MAST2 MCFD2 MECOM METTL2B MGAT4A MIA3 MIB1 MOB3B NADK NANS NAT10 NCDN NDUFA3 NFYB NRIP1 NTAQ1 P2RY2 PANX2 PCDH7 PDCL3 PDP2 PEX19 PHLDB1 PIK3CA PLD2 PLK1 PLP1 POLD4 PPEF2 PPP1R21 PRRC1 PTP4A3 PTPN4 PTTG1IP RAB10 RAB11A RAB32 RAD17 RALGAPA1 RASAL2 RASGRP1 RNF170 RNMT RPL32 RSPRY1 RYK SEC22A SERTAD2 SH3BP4 SH3TC1 SHROOM4 SLC12A2 SLC16A1 SLC25A37 SLC38A6 SLC39A11 SLC4A2 SMARCA5 SMC3 SMYD3 SNORD58B SNX13 SPATA13 ST18 SYNCRIP THOC7 THUMPD3 TJP2 TLCD3A TLN2 TMBIM1 TMED3 TMEM150A TMEM184C TMTC3 TNFRSF18 TOMM6 TPBG TUBA4A UBE2E2 UBE2Q2 UBE2V2 UBE3A UBL4B UCHL3 UFD1 UNC5C USP5 VAPA WDR13 WDR36 XPO5 ZNHIT6 ZYG11B GSE37301_HEMATOPOIETIC_STEM_CELL_VS_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37301_HEMATOPOIETIC_STEM_CELL_VS_CD4_TCELL_DN ABCC8 ACSM4 ADAP1 AKAP14 ARL5C ARSI ART5 ASB11 BAG3 BCHE BDNF BRSK2 BYSL CAPN8 CCDC160 CCN5 CCR6 CD177 CD40 CD44 CDH3 CDPF1 CHST7 COQ8B CPNE2 CSTA DCC DISP3 DKK1 DMGDH DNTT DSTYK EPSTI1 EVC EXD1 FAM171A1 FAM221B FMOD FOXA3 FOXB2 FZD4 GALNT15 GET1 GPRIN3 GZMA H2BC26 HHATL HLA-B IGSF23 IL16 IL18R1 IRX6 IYD JPH2 KCNG1 KCNH4 KCNH5 KCNJ16 KCNN3 KIFBP KLHL41 KLRD1 LARP1B LHPP LRP12 LTBP1 LY6S LYNX1 LYPD3 MARCHF1 MCOLN2 MESP1 MNS1 MPP1 MPP3 MROH3P MRPS18B MS4A10 MUTYH MYH7 MZF1 NAGS NCF1 NKAIN2 NKX6-3 OTUD6A P3H2 PCDH12 PCDH7 PCSK1 PDE8A PDXK PELI3 PHB2 PIGA PIK3R6 PLAAT1 POFUT2 PPY PRF1 PRG2 PROSER2 PSMA7 RERE RGL3 RGS12 RNF225 RNF32 RORB RRAD RRAS RTF2 RWDD1 SCARF1 SCGN SEMA3F SGSM2 SIDT1 SIT1 SLC16A5 SLC22A13 SLC22A3 SLC22A9 SLC25A35 SLC30A10 SLC9C1 SNORD22 STMN4 STN1 SUGT1 SYNDIG1 TBC1D16 TBC1D2 TBC1D21 TEAD2 TMCO1 TNS2 TRMT9B TSPAN17 TSPYL5 TVP23B UBXN2B UPK3BL1 UQCC4 VGLL1 VWA5B2 ZFP92 GSE37301_HEMATOPOIETIC_STEM_CELL_VS_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37301_HEMATOPOIETIC_STEM_CELL_VS_CD4_TCELL_UP ABHD4 ADAP1 ADGRE1 AGO2 AKT1 ALOX5 ANKRD55 ANLN ANXA2 ARAP1 ARHGAP19 ARHGAP26 ASNS ATP2A3 BCL2L1 BHLHE41 BLVRB C1orf54 C3 CAMP CASP4 CCDC50 CCL5 CCNA2 CCNB2 CCNF CCR2 CD274 CD300LF CD44 CD68 CD80 CD83 CDC25C CDK6 CELSR1 CENPE CFB CFP CSF1R CSF2RB CXCL10 CXCL9 CYFIP2 CYP17A1 DENND5B DNA2 DPY19L3 DTL E2F1 E2F8 EAF2 ECT2 EDEM1 ELL2 EOMES FAM120A FAM20B FCER1G FCGR1A FCGR2B FCGR3A FGL2 FGR FIGNL1 FPR1 FZR1 GAA GDA GEM GNS GPR141 GRN GZMA GZMB H2AC15 H2BC3 HDC HMMR IL18RAP IL1R2 IL36G IRF8 ITPRID2 KIF11 KIF15 KLRC1 KLRC2 KLRC3 KLRG1 LCN2 LILRB4 LITAF LTF LY6S MBNL1 MGST1 MKI67 MMP9 MXD1 MYO5A NCAPG2 NEB NF1 NLRC5 NOD1 NOTCH1 NOTCH2 NRP1 NSL1 NUAK2 NUP210 OSBPL3 PDE8A PFKFB3 PHLPP2 PIK3AP1 PIK3CG PLCG2 PLK1 PLXNB2 PML PON3 POU2F2 PRC1 PREX1 PRR11 PRRC2A PTAFR PTPN9 PXN PYGL RAB31 RALGAPA2 RAP1GAP2 RAPGEF5 RASSF4 RBM47 RNF216 S100A6 S100A9 S1PR5 SAMHD1 SEC61G SEMA7A SKAP2 SLC15A3 SLC16A6 SLC43A1 SLC66A3 SLPI SMPDL3B SNX9 SRGAP2 SSH1 STAT1 STIL TBX21 TEP1 TGFBI TIFA TLN1 TLR9 TOP2A TPX2 TRIM34 TRIP13 TTC7B TXN UBE2J1 VCL WEE1 XDH YBX3 ZBP1 ZEB2 GSE37301_HEMATOPOIETIC_STEM_CELL_VS_COMMON_LYMPHOID_PROGENITOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37301_HEMATOPOIETIC_STEM_CELL_VS_COMMON_LYMPHOID_PROGENITOR_DN ABLIM1 ACAD8 ACP3 ACTR3B ADPRH AGK ANKZF1 ARMC1 ARMC6 ASIC1 ATP5PB ATP6V0E1 ATP6V1B2 B3GALT5 BIRC3 C11orf58 C1S C2orf83 C5orf15 C8A CAPZA2 CASP4 CCDC177 CEP112 CEP170 CFH CHN2 CHRNA6 CIAO1 CLK4 CLPB CNIH4 COMMD9 CORO2A COX7C CUL3 CUTC CXCL10 CXCR2 DAP3 DBF4 DNTTIP2 DR1 DYSF ECE2 EDC3 EIF3F EIF4EBP1 ELMO1 ELN EPHX1 EPRS1 ETFB EXOC2 F2RL2 FAM131B FCGR2B FDX1 FLT3 FOXJ3 FSTL3 GABRA3 GCG GIT2 GJA1 GLOD4 GNAI1 GPR65 GRID2 GRIN2C GRM3 GSTA4 H2AZ2 HDAC2 HEXA HIGD1B HIVEP1 HMHB1 HSPE1 IKZF2 IL7R IL9 INHBA INPP5A INSM1 IPP ITM2C JAG1 KCNK13 KHDRBS1 KLF3-AS1 KLHL29 LCN1 LDLRAD4 LEF1 LHX1 LIF LMOD1 LRRC8D LSM2 LY96 MAD1L1 MAP2K6 MAPK6 MCM3 MCTS1 MEGF6 MGLL MGST2 MID1IP1 MMP10 MPIG6B MTMR6 MYH13 NCBP1 NELL2 NGRN NIN NOP53 NRIP1 NT5C NUCB2 NUP205 ODAM PCK2 PDCD1LG2 PEPD PJA2 PLA2G2F PLXNB2 POLD3 POLR2D POU4F3 PRDX4 PRG2 PRKACB PTGIR PTPRT PUF60 RAB40B RABGGTA RAD1 RAP1GAP2 RBBP8 RBL2 RHEB RHOH RIN2 RPAP3 RPH3A RPUSD2 RRH RUVBL1 SACS SCAI SH3YL1 SINHCAF SLC22A8 SLC25A5 SLC2A4 SLC47A1 SLCO5A1 SMARCA5 SNCG SNRPA1 SNRPD2 SPI1 SPINT2 SPTLC1 SQLE STARD7 STAT3 STK38L STXBP3 SUCLG2 THAP4 THBS2 TMEM127 TMEM70 TMF1 TPP2 TREM2 TUT1 UBXN8 UQCR11 UQCRC2 VASH2 VENTX VPS54 XPO4 XRCC5 YBX2 YTHDC2 ZBED4 ZKSCAN5 ZNF23 ZNF334 ZNF571 ZNF652 ZNF682 GSE37301_HEMATOPOIETIC_STEM_CELL_VS_COMMON_LYMPHOID_PROGENITOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37301_HEMATOPOIETIC_STEM_CELL_VS_COMMON_LYMPHOID_PROGENITOR_UP AATF ACTL7A ACTR6 ADAM30 ADGRL4 AFF4 AHSG ALB ANGPTL8 APOH APOL1 ARF3 ARMC1 ATAD2 AUNIP BARX2 BMAL1 BNC1 BRIX1 BZW1 C15orf39 C1GALT1C1 C1QL1 CACNA1H CASP1 CD2 CD247 CD40LG CD59 CDC23 CDC27 CDCA3 CDK5R1 CEBPD CERNA1 CLN3 CNPY4 COPE CPNE6 CREB3L2 CRIM1 CRYL1 CSF1R CSTF1 CXCL2 CXCR6 CYLC1 DCSTAMP DDX31 DDX39A DGAT1 DHCR7 DOC2A DOP1A DPF3 DPPA4 DUSP6 ELL ENO1 ESR1 ETFDH EXT1 EXTL1 FA2H FAM8A1 FBN2 FLT4 FOSL1 FSD1 FUT8 GIMAP5 GLRX GORASP2 GP9 GUCY1A2 H3-3B HBE1 HBEGF HOPX HOXB3 HOXB6 HSD17B14 HSPA1A HSPA5 HSPA9 IDH3G IFT57 IL6R IMP3 INAVA INTS11 ITFG1 KATNBL1 KCNC4 KLHL1 KLRG1 KRT75 LAMA5 LILRA4 LINC01558 LIPG MAGEB3 MAPK13 MICA MIR22HG MKNK1 MMRN2 MON1B MRPL49 MST1R MTMR11 MTNR1B MYBPC1 MYDGF MYLK NAA38 NCK2 NDNF NELFCD NEU1 NFYA NGB NINJ2 NOVA2 NSUN5 NTRK2 NUDT6 OSBPL7 P2RY14 P3H2 PADI1 PAIP1 PCID2 PDZD2 PEA15 PITPNA PLCB1 PLEKHF1 PPIH PRR7 PRSS2 PRSS8 PRTN3 PSG4 PSMD11 PTH2R PYGO1 RAB33B RAD1 RANGRF RMDN3 RNF126 ROBO1 RPH3AL RTF2 SAMD4A SEMG1 SERPINA4 SERPINE1 SERPING1 SH2D1A SIGMAR1 SLC22A4 SLC2A1 SLC5A4 SLC9A1 SLCO3A1 SNRNP40 TBC1D31 TCN2 TDO2 TEF TEK TEKT2 TENM1 TFE3 THRAP3 TLR3 TMCO1 TMEM30B TMEM51 TRPV6 TSPAN15 TVP23B UFD1 UGGT1 ULBP2 URM1 VKORC1 WASF3 WSB2 XRCC2 YES1 ZBBX ZBTB16 ZNF205 GSE37301_HEMATOPOIETIC_STEM_CELL_VS_GRAN_MONO_PROGENITOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37301_HEMATOPOIETIC_STEM_CELL_VS_GRAN_MONO_PROGENITOR_DN ACAP3 ACLY ACOT11 ACTG1 ADAP1 ADARB1 AFF4 AKAP1 AKAP12 AKAP7 ANXA6 AR ARL13B ATF3 ATP2B4 ATP6V0A1 ATXN1 AXIN2 BATF BAZ1A BIVM BLTP3B C1QTNF12 CAPG CCDC112 CCR4 CDKN1A CEBPB CERS4 CLIP3 CPT1A CRIP1 CSRP2 CYSLTR1 DHX32 DKKL1 DNAJC12 DOCK5 DOP1B DPY19L3 DUSP7 EBI3 EHD4 ELL EPCAM EZR FAM110A FAM114A1 FAM185A FARP1 FBXO30 FBXO33 FKBP5 FLNA FOSL2 GALC GALNT1 GAS2 GFI1 GLA GLUD1 GNB4 GNG2 GRAMD1C GRN HERPUD1 HMGCR HMGCS1 HPSE HSP90B1 ID2 IFFO2 IL10RA IL5 IMPA2 IQCE IRAK3 IRS2 ITGA1 ITGA4 ITGAV KDSR KIT KLF10 KLF6 LDAF1 LPCAT2 MAGI1 MALT1 MANSC1 MAP2K3 MAP3K12 MAPKAPK3 MARCHF8 MARVELD2 MCU MFGE8 MIR24-1 MLF1 MMP9 MYO1D MYO1F NAAA NAV2 NDRG1 NIPSNAP3B NPNT NR3C1 NUCB1 PBX3 PCBP4 PCTP PIM1 PIP4P2 PLA2G15 PLP2 PMAIP1 POMT2 PON3 PPP4R4 PRKAR2A PSEN2 PTPN13 RABGEF1 RAI14 RAPH1 RASGRP1 RBPJ REEP5 RELL1 RPN2 RPS6KA5 RTN4 S100A11 S100A6 SDCBP SEC14L1 SEC24D SIK1 SIT1 SLC16A6 SLC43A3 SMCO4 SORBS1 SORL1 SPOCK2 SQSTM1 ST3GAL2 STAP1 STX12 SYNE2 TASP1 TBC1D31 TBC1D9B TCN2 TEC TENT5A TFRC TLN1 TMEM30A TMEM43 TMPRSS11E TMTC2 TMTC3 TNF TOB2 TRIM36 TRIM46 TRPM4 UBL3 VSTM2A WDR26 YPEL2 YWHAB ZBTB32 ZC2HC1A GSE37301_HEMATOPOIETIC_STEM_CELL_VS_GRAN_MONO_PROGENITOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37301_HEMATOPOIETIC_STEM_CELL_VS_GRAN_MONO_PROGENITOR_UP ADAR ANKRD12 APOA2 ARHGAP18 ARMC5 ATP10A BCL9 BDKRB2 CAMKK2 CASP6 CBR3 CBX1 CCR8 CD200 CD38 CD5 CD6 CDK5R1 CEBPZ CEP152 CEP97 CHST15 CNPY3 CROT CTLA4 CYP51A1 DCTN4 DDX23 DGKZ DHRS3 DNMT3A DUSP1 DUSP6 E2F8 EMC3 EOMES EPHX1 EWSR1 FAM53B FBH1 FBXL19 FMNL1 FURIN FZD10 GET4 GFI1 GIT2 GML GPR83 GPR88 GRAMD1B GRSF1 GSTO1 GULOP H2AC15 HACL1 HIVEP3 HOOK1 HSPA4L HTR2C ID2 IKZF2 IL2RB IRAG2 ITGA9 ITIH5 ITM2A IZUMO1R JARID2 KCNF1 KCTD12 KDM4A KLB KRTAP6-2 LPCAT1 LRRK2 LYSMD1 MAN1C1 MAP3K2 MAP4K4 MAP4K5 MAPK6 MAPKAPK2 MARCKS MCOLN1 MIR15B MIR592 MIRLET7G MYB NAA35 NOD1 NOTCH1 NR4A1 NUDT13 OBI1 ORAI2 PCED1A PFKFB3 PFKFB4 PHACTR2 PIK3CD PLCG1 PLSCR1 PTK2B PTPN12 PTPN23 PTTG1IP PUS3 RAB13 RABL3 RANBP3L REPS1 RFC1 RGS16 RGS3 RNF149 RNF2 RSF1 SBK2 SBNO2 SENP7 SERP1 SGPP2 SH3YL1 SHISAL2B SKI SLC13A4 SLC9B2 SMC2 SMC6 SMPD3 SPAG1 SPAG17 SSBP3 ST3GAL4 ST8SIA1 STAT5B SUZ12 SWAP70 SYPL1 SYT11 TAF5 TBX1 TGFBR3 TNFRSF4 TNFRSF9 TNFSF9 TNIK TNIP2 TOP2A TRIM9 TSC22D2 TTC3 UGGT1 URI1 UTF1 XCL1 XKRX ZFP37 ZNF318 ZNRF1 ZRANB1 GSE37301_HEMATOPOIETIC_STEM_CELL_VS_LYMPHOID_PRIMED_MPP_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37301_HEMATOPOIETIC_STEM_CELL_VS_LYMPHOID_PRIMED_MPP_DN ABTB2 ACVR1 AFAP1 AK2 ALG12 ALPK2 ARFGAP3 ARHGAP35 ARID5B ARMH3 BCL2L2 BEND6 BID BNIP2 BPNT1 BTBD19 C18orf32 CAMKK1 CCL22 CCT2 CD47 CERS6 CHIC2 CINP CKS1B COPS8 COX17 COX7A2 CRY1 CRYZL2P CYB5R3 CYCS CYTH2 DNAAF6 DNAJB1 DRAXIN EID3 EIF4E ELOC ENO2 EZR FBXO30 FKBP2 FKBP9 GLT6D1 GPATCH11 GPR174 GSTA3 GSTM2 GSTP1 GTF2E2 GTF2H3 GTF2H4 H1-9P HLA-G HSPA13 HSPH1 HTRA1 IFIT1 IFTAP IL12B IQCF3 IRF2BP2 IRF7 ITGB1 ITPRIPL2 KCNK5 KCTD1 KDM4A KRTCAP2 LCP1 LPAR1 LSM2 MACROH2A1 MAGT1 MAN2A1 MAPK8IP2 MIA MIR191 MIR451A MIX23 MRPL21 MRPL35 MRPL45 MTDH MTRR MVP MYO1B NKIRAS1 NQO1 NTAQ1 NUP54 OSGIN2 P4HA3 PALLD PAPSS1 PAPSS2 PARP3 PCDH7 PCP4 PEX16 PFN1 PGAP2 PGD PHLDB2 PICALM PKP2 PLP1 PLS3 PPM1M PPP1R14B PSMA2 PSMC5 PSMC6 PSMD3 PSME3 PTGR3 PTPN11 PTPN2 PWP2 PXK RAB10 RAB21 RAD17 RDH12 RELT RNMT RPL24 RTCA SCHIP1 SGSM1 SLAMF1 SLC16A10 SLC25A29 SLC25A33 SLC30A6 SLC38A6 SLC3A2 SLC48A1 SMTNL2 SNCAIP SNRPA1 SNX17 SPN SRM STK38 STRIP1 STXBP1 SYVN1 TAF15 TIMD4 TMA16 TMCO4 TMED1 TMEM167A TMEM68 TMPRSS6 TPBG TRIM21 TSPO TUBG1 TWSG1 UEVLD UNC5C USP2 UTP20 VCAN VCP WFDC21P YRDC ZHX2 ZNF781 ZRANB2 GSE37301_HEMATOPOIETIC_STEM_CELL_VS_LYMPHOID_PRIMED_MPP_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37301_HEMATOPOIETIC_STEM_CELL_VS_LYMPHOID_PRIMED_MPP_UP ACAP2 ACO1 ADD3 AKIRIN2 ALDH1B1 ALDOC ANGPTL3 ARAP3 ATF1 ATF6 BIN3 BTBD2 BTBD7 CABIN1 CARD11 CD300LD CD48 CD63 CDC25B CDKL2 CERS5 CHD3 CHMP3 CHST14 CKMT2 CLIC1 CORO7 CPEB4 CTDSP1 DAP DCTN5 DENND2A DIDO1 DIP2C DNAJC5 DOCK10 DYNC1I2 EFCAB12 EHHADH EIF4A2 ELOVL5 ENTPD6 EPS8L1 ERGIC1 ERP29 ETV5 FANCE FARP1 FBXO3 FCGRT FOS FRY GALNT12 GALNT9 GCC2 GIPC1 GMEB2 GOLM1 GUSB H2AC25 HADHB HDAC6 HELZ HERC1 HIC2 HNRNPA0 HNRNPUL2 HYCC1 IDI1 IGF1 IL3RA ILF3 IPO8 IQSEC1 ITSN2 KCNK13 KCTD12 KIF23 KLC4 LAPTM5 LPAR5 LPGAT1 LRRC27 MAP2K5 MARCHF7 MBD2 MFHAS1 MIR379 MOB3A MOCOS MRI1 MSRB2 MYOT NCKIPSD NDUFS8 NEDD4L NFIA NFIB NOSTRIN NPAS4 NR1D2 NUB1 NXPE1 PADI4 PHF14 PHLDA3 PINK1 PLEKHA2 POLA1 PPP3CA PSAP PSD4 PTGIS RAB40C RAB5C RALBP1 RALGAPA2 RANBP10 RANBP2 RAP2B RASGRF2 RBM15 RBM22 REEP3 RFX1 RHEB RMDN1 RNPEPL1 RPL32 RPSA RRM1 RRM2 RUFY3 S100PBP SAMD8 SBF2 SDC2 SEPTIN6 SFPQ SFRP4 SHQ1 SIAE SLC12A9 SLC7A6OS SLC8B1 SLC9A6 SMARCAL1 SMYD3 SNX27 SSBP2 ST14 STAR STAT6 STRADA SUN2 SUPT20HL1 TACC2 TATDN3 TDRD5 TGFBR1 TMEM255A TMEM50A TMEM70 TMEM71 TMPO TOB1 TOMM40L TPD52 TRIM28 TTC21B TTLL4 UPRT USP19 UVRAG VAPB VGLL4 WBP1 WDR26 ZBTB33 GSE37301_HEMATOPOIETIC_STEM_CELL_VS_MULTIPOTENT_PROGENITOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37301_HEMATOPOIETIC_STEM_CELL_VS_MULTIPOTENT_PROGENITOR_DN AAGAB ABHD12 ABHD13 ACCSL ADGRG5 ADI1 AMN1 AMZ2 ANKIB1 ANKRD16 ANKRD17 ANPEP APOE ARHGAP28 ARID5A ARL8B ARMC7 ASB18 ATP6V1B1 BACH1 BAIAP2 BICRA BLOC1S2 CASP2 CCDC8 CCL8 CCNL2 CHRNA5 CLEC12A CLEC2D CLIC1 CNR1 CSF2RBP1 CYB561D1 CYP11A1 CYP8B1 DENND2A DFFB DMAC2 DNAJC5 DYRK1A EFHD2 EP400 FAIM FAM170A FBLN5 FBRSL1 FCF1 FCMR FLT4 FOLH1 GPR108 GPR33 GPR83 GTDC1 HCK HCRTR1 HDAC5 IL23R IL3RA INSL6 IQSEC2 KIF4B KLHL38 KMO L3MBTL2 LMBR1L MAN2A1 MAP4K3 MCM6 MDFIC MED10 MED13 MED20 MGLL MICU2 MIR598 MOCS2 MOSMO MRPL49 MSRB2 MVP NAGLU NBAS NEIL2 NEK9 NEMP2 OSGIN2 OTUB1 PHLDA3 PHOSPHO2 PKN1 PKP4 PLIN3 PLOD3 PNPLA7 POLDIP3 POLL POMP POR PPARG PPARGC1A PPP6R1 PSAP PTCD2 PTPN2 RAB22A RAD51D RANBP10 RDH5 REPIN1 RGS14 RIPK1 RMDN1 RMDN3 RNF167 RNF181 RNF215 S100A10 SAMD8 SARAF SCNM1 SCO1 SERINC3 SERPINB8 SESN2 SFRP2 SH2D6 SHKBP1 SIK3 SLC25A28 SLC2A6 SLC35D2 SNAPC3 SPA17 SPSB2 STAT6 STK4 SUDS3 SUN2 TAF12 TAOK3 TASOR2 TBXT TFEB TIRAP TLR8 TNFRSF1A TRAPPC5 TTC17 TTYH2 TXNDC9 UBD UBTD1 UNK USP8 VCAN VCPIP1 VRK3 VWA3B YKT6 YTHDF1 ZFAND5 ZFPL1 ZFYVE26 GSE37301_HEMATOPOIETIC_STEM_CELL_VS_MULTIPOTENT_PROGENITOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37301_HEMATOPOIETIC_STEM_CELL_VS_MULTIPOTENT_PROGENITOR_UP AAK1 ABCB4 ABCB9 ABCD3 ACRV1 ACSL1 ADAD1 ADIPOR1 ADPRS AHI1 AMOTL2 APOBEC1 ARMC1 ASH2L ATP9A AURKB B4GALT6 BLK BMPR1A BTC BTF3L4 C16orf89 C1QBP C9orf85 CA1 CACNG1 CALR CAPN2 CCL17 CDR2L CELF2 CES1 CHRNA7 CIT CPT2 CRX CSF3R CYTH3 D2HGDH DBF4 DDX46 DFFB DICER1 DLG3 DLX5 DMP1 DNASE1L3 DNM1L DRD4 E2F5 EEIG1 EFHD2 ELMOD3 EPB41L4A EPO ETV4 F2R FAF1 FAM107B FAM83H FGFR3 FKBP4 FOXD4L1 FOXO4 FPR3 FXR1 FZD1 FZD4 GABRA6 GCSAM GDI1 GPR37 GPX1 HES6 HGS HK2 HSD17B11 HSD17B3 HSDL2 HYOU1 IFNA1 IGFALS INO80C INTS5 ISL1 KAT2A KCNJ2 KCNJ4 KCNU1 KL KPNA6 KRT71 LENG8 LHX9 LRBA MDM4 MEF2C MFSD4A MLF1 MME MMP15 MPL MPZL2 MSH3 MSH6 MTFR1L MTMR10 MYF5 MYH14 MYLK NANOG NDUFB3 NR1I3 NREP NUP85 OPN1SW OXSM PABPN1 PAK3 PAQR7 PCSK6 PDE1A PEX14 PIGR PIK3CD PLA2G5 PLCG2 PLEKHA5 PLXND1 POLA1 POM121 PRKCQ PRR5 PRSS8 PSCA PSMD5 PTGDS PTK2 PTK2B PTRH2 RAB10 RAB5B RAD50 RAI2 RARA RASGRP2 RGCC RGS3 RPP14 RYR2 SELENBP1 SEMA3F SGO1 SH3BGR SH3GL2 SKA2 SLC1A2 SLC27A1 SLC30A1 SLC35G6 SLC39A4 SLC39A6 SLC52A2 SLC7A9 SLC8A1 SNTB1 SNX12 SOCS3 SOX13 SOX5 SOX6 SPINT1 SPRYD7 SRPK2 STC1 STIL STK24 SYPL2 SYT3 TARDBP TCL1A TECTA TENT5A TET1 TLL1 TMEM150A TNFSF10 TNNC1 TRDMT1 TTC7B TYR UCHL1 UGT2B10 UHMK1 UROS USP34 VAMP1 WNT5B ZIK1 ZW10 GSE37301_HEMATOPOIETIC_STEM_CELL_VS_PRO_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37301_HEMATOPOIETIC_STEM_CELL_VS_PRO_BCELL_DN ACER2 AEBP2 AMPD1 ANAPC15 ANKRA2 ANKRD34C AP4S1 APPL2 ARHGDIA ARHGDIB ARHGDIG BLOC1S4 BLOC1S5 BRME1 C10orf88 C11orf68 C22orf39 C2CD6 CACNB1 CCDC107 CCNQP1 CD96 CDK11B CDO1 CHST4 CLK2 CLYBL CMAS CNEP1R1 COX7A2L CPE CRTAM CTNNBL1 DAPL1 DDAH1 DDC DNAJC15 DNAJC7 DNTTIP1 DPY30 DYNLRB1 EAPP EEF1D EIF1 EIF3D EIF3H ELOC EPHX1 EYA2 FAM118A FCF1 FMO5 FSIP1 GALNT4 GBE1 GLRX5 GNPTG GPATCH11 GPR183 GTF2B HDAC3 HINT1 HNRNPC HSD17B8 ICAM2 IGBP1 ISOC1 IZUMO4 JPT1 LAT LIN37 LRRC45 LSG1 LSM7 MAF1 MAGED2 MAPKAPK5 MED4 MESD MIIP MIR151A MPST MRI1 MRPL44 MRPL58 MRRF MTFMT MTFR1L MUL1 NANP NAP1L4 NDUFB11 NDUFS2 NFU1 NHEJ1 NLE1 NMT1 NT5C NT5C3B NTRK3 NUBP1 NUDT22 PCSK1 PDCD4 PDCD6 PDE6G PFN2 PLCB4 PMF1 PNN POLR1E POLR2I PPP2R3A PRAF2 PRKAG1 PRKRIP1 PRXL2C PUS3 R3HCC1 RARG RBM22 RBMX2 RDH14 REEP4 RESP18 RHBDD3 RPL23A RPL29 RPL7A RPS26 RPS4X RRP36 RSRC2 SAP18 SCARNA17 SCNM1 SEC62 SF3A3 SKIC8 SLC25A3 SLC6A2 SLC7A6OS SNAPC5 SNRPC SPAG7 SPHK2 SPINT2 SSBP3 STAMBPL1 SYF2 TAF8 TGIF1 TMEM108 TMEM50A TMEM9 TMEM9B TNFRSF18 TOR1A TRMT10C TRUB1 TSPAN6 TVP23B UQCRFS1 VTA1 WDR83 WRAP73 YPEL3 ZEB1 ZFAND1 ZMYND11 ZXDC GSE37301_HEMATOPOIETIC_STEM_CELL_VS_PRO_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37301_HEMATOPOIETIC_STEM_CELL_VS_PRO_BCELL_UP ABI2 ACSBG2 ADAM12 ADRB3 AKAP17A ANKRD40 ANKRD40CL ANKRD46 ANP32C AOAH ARF3 ARHGAP26 ASMTL ATAD2B ATP10D ATP6V0D1 ATP8B4 BAIAP2L2 BCKDHB BCL7C BGN BIN1 BRMS1 C1orf159 CA3 CACNA2D3 CCL20 CCR1 CCZ1B CD40LG CD59 CDC27 CDC42EP2 CENPQ CENPS CFHR4 CFLAR CHKA CLDN15 CLDN9 CLEC3B COL18A1 CPE CREB3 CTNNA1 CTNND1 CYP11B1 CYP1A1 DCAF15 DNAJC28 DYRK3 EEF1AKMT3 EIF4G3 ELMO2 ERC2-IT1 ETV5 FABP4 FAM32A FEZ1 FHL3 FKBP11 FZD8 GABRB2 GADD45B GDF11 GLS GPATCH3 GPR27 GRAMD4 GRTP1 GVINP1 GYG1 H2AC6 H2BC10 H2BC8 H6PD HBEGF HBS1L HCRTR1 HEXIM1 HIF1AN HMGCS2 HOXB1 HOXB5 HSD17B4 HUS1 ICAM1 IFNA14 IL12B IL12RB1 IL21 IL37 ITIH1 IVNS1ABP KIAA0753 KLRG1 KRT1 LMCD1 LOXL2 LRRC20 MAN1B1 MAP3K6 MAPK12 MAPK13 MC1R MDFIC MEAF6 MICALL2 MYCNOS NEDD4L NOL4 NPHP4 NSMF NUP43 OMD OPCML P4HA2 PCID2 PELO PGAP4 PGM5 PHF3 PHLDA2 PLAUR PLEKHF1 PLEKHO1 PML POLL PON3 POU3F1 PPARD PPP3CA PPP6R3 PRDM13 PRKCH PRMT2 PRR5 PSMD3 PSTPIP1 PTK6 PTK7 PTP4A2 RAB17 RAB5B RAG1 RANBP3 RAPGEF6 RBM47 RHOF SBF1 SEMA3C SERPINA2 SERPINB13 SERPINF1 SETMAR SIT1 SLC17A2 SLC39A1 SMAD4 SMC5 SMG6 SMG9 SMOX SMURF2 SNX17 SOCS5 SS18L1 SSH1 SYNGR4 SYNJ1 SYTL2 TEX11 TGFBR2 TGIF1 TGM5 THEG TIPRL TLK2 TLN1 TMEM186 TMEM38B TMX4 TNFRSF1A TNNC1 TRAF3IP1 TRAPPC2 TRAT1 TRIM52 TSPAN14 TUFT1 UEVLD UGT2B17 VPREB3 WDR45B WNT11 ZBED2 ZNF234 ZNF710 GSE37301_HEMATOPOIETIC_STEM_CELL_VS_RAG2_KO_NK_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37301_HEMATOPOIETIC_STEM_CELL_VS_RAG2_KO_NK_CELL_DN ADGRE5 ADORA2A AGPAT2 AGPAT4 AHNAK ANP32E ARC ARL4D ATCAY ATF3 ATF4 ATP10A ATP2B1 ATP2B4 ATP9A BTG2 CBFA2T2 CCR2 CD28 CD69 CDK1 CDK6 CDR2 CEBPB CEMIP2 CHN1 CHST11 CITED2 COBLL1 CRIP1 CUL4A CWC25 CXCR3 CXCR5 CXCR6 DAP DCK DDX6 DMRTC2 DNAJA4 DNAJB1 DOCK2 DPYSL2 DUSP1 DUSP14 EBI3 EEA1 EIF5A2 ELF1 EMP1 ENDOD1 ENPP1 ETS1 FAAH FAM107B FDFT1 FOSB FZD4 GADD45A GATA3 GGH GLA GLUD1 GOT1 GPM6B GPR183 GPR34 GPRIN3 HEXIM1 HGSNAT HIP1R HIPK1 HOPX HSP90AA1 HSP90AB1 HSPA1A HSPA2 IFNG IKZF2 IL10 IL10RA IL18R1 IL18RAP IL1RL1 IQGAP1 ITGA4 ITGA7 ITGB1 JMJD6 JUNB KCTD10 KLF6 KLRK1 LANCL3 LENG9 MAF MBNL3 MBP MID1IP1 MIR27A MT1A MTMR3 MYO1F NABP1 NCKAP1 NEDD1 NEK7 NR4A1 NRP1 NT5E OLFML3 OSTF1 PBXIP1 PGAP1 PGRMC1 PHC3 PIM1 PJA1 PLCB4 PLK2 PLK3 PLP2 PNP POLG2 PRKAA1 PRKX PROS1 PSENEN PTGER2 PTPRS PYGB RAB5A RALGDS RAP1GAP2 RGS1 RGS2 RGS9 RHOB RILPL2 RNF128 RNY3 RORA RYK SCYL2 SDCBP2 SEC24A SEPHS2 SERINC1 SGSM2 SIK1 SINHCAF SIRT1 SLBP SLC16A1 SLC25A3 SLC2A3 SLC35E4 SLC4A7 SNORD118 SNORD14E SPOCK2 ST6GALNAC3 STARD4 STAT4 STMN1 SYT11 TAGAP TAMALIN TBC1D4 THAP11 TNFAIP3 TNFSF11 TOX2 TPPP TUBA1A UBC ULK2 WDR82 WFIKKN2 ZBTB32 ZEB2 ZFAND2A ZFAND5 GSE37301_HEMATOPOIETIC_STEM_CELL_VS_RAG2_KO_NK_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37301_HEMATOPOIETIC_STEM_CELL_VS_RAG2_KO_NK_CELL_UP ABLIM1 ABRAXAS1 ABTB2 ADD3 ADH1A AFF3 AGFG1 AKAP8 ANGEL2 AP4B1 ARHGEF1 ARID5A ARMCX2 AS3MT ASAP1 ATP1B1 ATRNL1 BAIAP3 BANK1 BCL2L11 BCL9L C1QBP CACYBP CAND2 CARD6 CARMIL2 CCT5 CD101 CD3D CHST15 CNN3 CYP2R1 CYRIA CYTH3 DAPL1 DGKA DNAAF5 DNAI4 DOCK4 ECM1 EME2 ESR1 ETV3 EXT1 F2RL1 FAM3C FAS FEM1A FGF13 FOXO1 FOXP1 FRMD8 FTSJ3 GABRR2 GBP5 GRAP2 GTF3C2 HDAC1 HDHD5 HNRNPH3 IDH2 IFI35 IL6R INPP5F ISOC1 ITM2A KAT2A KBTBD11 KCNA2 KCNH2 KLF3 LAD1 LAIR1 LEF1 LIMK1 LTB MARCHF3 MLLT3 MYH9 NACA NCF1 NDUFA4 NIN NRARP OASL PACSIN1 PAFAH1B3 PARP11 PARP8 PCBD2 PDCD2 PDE4B PDE7A PDLIM1 PECAM1 PFAS PGPEP1L PIGC PIK3CD PIK3R3 PIP4K2A PLXNA3 POFUT1 PRKCH PRKCQ PRPF31 PRRG1 PSMB10 PTPN6 PVR RALGPS1 RAPGEF4 RAPGEF6 RASSF2 RBCK1 RBM38 RBM45 RCCD1 RCN1 RGS9 RIPOR2 RMDN3 RPL3 SAAL1 SATB1 SEPTIN6 SESN3 SH2D1A SH3KBP1 SIPA1L1 SLC14A1 SLC17A9 SLC26A11 SLC37A1 SLC44A2 SMC4 SNAI2 SNORA52 SOX4 SPEF2 SPRED1 SPSB1 SRSF10 SS18 SSBP2 STAMBPL1 STARD3 STAT1 SUV39H1 TANC1 TARS2 TBC1D4 TCF20 TERT TESC TGFBR3 TIMM10 TIMM44 TMCO4 TNFSF8 TNIP1 TRIB2 TRUB2 TWSG1 USP24 VANGL2 VPS45 WDR59 WDR82 ZBTB37 ZC3H12D ZFP3 ZMYND8 ZZZ3 GSE37301_LYMPHOID_PRIMED_MPP_VS_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37301_LYMPHOID_PRIMED_MPP_VS_CD4_TCELL_DN ABHD17A ACADS ACTL6A ACTR1A ADCK2 AGL AKAP7 ALDH3A2 ALOX5AP AMBP AMDHD2 ANKZF1 AP3S1 APPBP2 ATAD2 ATM ATP5PD ATP6V1A ATP6V1H BCL7C BTN3A1 C1orf159 CAND1 CASP8AP2 CC2D1A CCDC69 CDC7 CDIPT CDK19 CEP76 CHMP6 CLIP1 CLUAP1 COL18A1 CPT1A CSNK1G2 CTSH CYB5R3 CZIB DDC DHCR24 DOK1 DYSF E2F1 E2F3 ECHDC2 EEIG1 EFCAB11 ENO3 EP300 ERCC3 F2RL1 FAIM FAM32A FANCG FRAT1 GIMAP6 GNAI2 GNB1 GTF2E1 HDAC6 HERC2 HSBP1 HSD17B7 HTT IARS2 ILRUN INPP5A INPP5B INPP5E IRF2 ITGAE ITPK1 ITPR2 KCNAB2 KCTD2 KIAA0319 KIF26B KRT1 KYAT1 LAGE3 LAMTOR2 LAPTM5 LEPROTL1 LOXL2 LPCAT4 LRRC20 LY96 MAGED1 MAP3K5 MAPKAPK3 MAT2B MBP MDC1 MEAK7 MED16 MICU1 MINPP1 MKRN1 MRFAP1L1 MRPL34 MSRB2 MTMR1 MYO5A NAA40 NBN NDRG3 NDUFA8 NDUFS8 NEK9 NFKBIL1 NFU1 NOTCH2 NPRL2 NPTN NTHL1 NUP133 NXT2 OARD1 OGFRL1 OMD ORC4 OSTF1 OSTM1 PAQR4 PARP4 PATZ1 PCF11 PCYT2 PDCD4 PDE4DIP PEX14 PFKL PHF20 PHYH PIGF PIGG PLK4 PMVK PPIC PPP4C PPT1 PTPN12 PURA RAP1GDS1 RCBTB2 RIPOR1 RMI1 RPL13P5 RUBCN SH3BGRL3 SHFL SLC25A10 SLC33A1 SLC37A1 SLC9A1 SLF2 SMC1A SNRNP25 SOS1 SPOCK2 SQOR ST3GAL5 STAP1 STRADA STX7 SUMO2 SV2A TASOR TDP2 THEMIS2 THOC7 TM2D1 TM6SF1 TMEM41B TMEM59 TMEM94 TPGS2 TRAF3IP1 TRPM2 UBA3 UBE4A USP21 USP39 VAV1 VIPAS39 VOPP1 WWC3 WWP2 XPNPEP1 XPO7 YAF2 YIPF1 YLPM1 ZNF266 ZNF43 ZNF682 ZYX GSE37301_LYMPHOID_PRIMED_MPP_VS_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37301_LYMPHOID_PRIMED_MPP_VS_CD4_TCELL_UP ADAMTS6 ADGRL3 AGO3 AGPAT5 AGRP AIMP2 ANXA2 AQP9 ARHGEF6 ATG9A B3GALT1 BARX1 BICRA BRF2 BTNL8 C10orf88 C1QB CA14 CACNG2 CCDC181 CCDC70 CCL24 CD1B CD40 CDK17 CFAP74 CNTN2 COL4A6 COL5A3 COL9A1 COQ8A CPB1 CRLF2 CSH2 CTDP1 CYRIA DAGLA DDX17 DIDO1 DMWD DUOX2 EDIL3 EEF1A2 EFNA2 ELANE EMCN EN2 ENSG00000274253 ENSG00000284948 ERG ETV4 F10 F2RL2 FAM13B FAP FCGBP FLT1 FMO5 FNDC4 FOXJ3 FOXO1 FUT3 GABRA3 GALNT14 GATA3 GATM GIN1 GNAT1 GNG7 GNL3LP1 GNRHR GP1BA GPATCH1 GRIP2 GRM3 GTPBP4 GUCY1A1 H2AP H4C7 HAND2-AS1 HBEGF HDAC4 HHAT HIBCH HIVEP2 HMCES HMGCS2 HNF1B IFIT5 IFNA14 IFNA2 IGLV4-60 IL21 IL21R ITK KCNA4 KPNA1 LAMC3 LGALS14 LILRB5 LRRTM2 LXN MAEA MCF2L2 MIA MISP MMP10 MOCS1 MSL1 MT4 MYDGF MYH3 MYO16 NDUFAF1 NEUROG2 NIPAL2 NKX2-5 NMRK2 NPC1L1 NRIP3 OXT P2RY14 P3H2 PARG PCCA PCOTH PDE6C PFDN1 PGAP4 PGM1 PIP5K1A POGZ POM121L9P PORCN POU5F1P4 PPIP5K1 PRKCE PTGER1 RABGEF1 RARB RARS2 RAVER2 RBM28 RBM8A RETREG1 RIMS1 RNF10 RNF103 RTN2 SARM1 SCAMP5 SCN4A SCNN1B SEC23B SEMA3D SFXN3 SHARPIN SHC3 SIN3B SLC25A42 SLC34A2 SLC35E2B SLC36A1 SLC6A16 SOX18 SPG11 SSR3 STC2 STK38 STUM SYT12 TACC2 TATDN2 TCF7L1 TDRD12 TGFB2 TGOLN2 THAP3 TLL1 TLR7 TLX1 TMEM14A TRHDE TRIM38 TRIT1 TSBP1 TXNDC15 UBE3B USP27X WASF1 WLS ZDHHC8BP ZMYM2 ZNF14 ZNF384 ZNF529 GSE37301_LYMPHOID_PRIMED_MPP_VS_COMMON_LYMPHOID_PROGENITOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37301_LYMPHOID_PRIMED_MPP_VS_COMMON_LYMPHOID_PROGENITOR_DN ABRACL ADIPOQ ADPRH ADRA2C ALOX12 AMPD3 ANKFY1 ANPEP APMAP APOA5 ARHGDIG ARIH1 ARPC2 ARPC3 ARSA ATAD1 ATG16L1 ATP1B3 ATP5MC2 ATP6V1A AZIN1 BCL6B BRD8 BTBD17 BTG1 C5orf15 CAMLG CASP8AP2 CCDC86 CCL2 CCL7 CCNG1 CCNL2 CCR5 CD14 CDC25C CEBPD CGA CHFR CHMP4B CMPK2 CMTR2 COL13A1 COX17 CPSF7 CRAMP1 CRKL CRLF3 CSNK2A2 CTNNA1 CYB561 DCK DNTTIP2 EIF2B2 ELF1 ENC1 EPS8 ESR1 ETF1 EXT1 EZR FLOT1 FUS FXYD5 GADD45B GATM GBP2 GLG1 GNA14 GNAI2 GNL3 GPR3 GRINA HIPK2 HMGA1 HMGCR HMOX1 HOXC5 ID3 IFIH1 IFIT3 IGFBP1 IL13RA1 IL15 IL1RN INHBB INPP1 IQGAP2 ISG20 ITGA3 JAK2 JUND KLF2 KRT15 KRT20 KRT25 LGALS3BP LGMN LMO4 LSM14A LY6E MAF MAP3K6 MARK2 MBD2 MBTD1 MED12L METTL9 MPG MRPL42 MSH2 MTHFD2 MX2 MYCBP2 MYD88 MYO10 NEFH NIP7 NIPBL NOP58 NPM1 NRGN NTPCR NUP188 NUPR1 NXT1 OGFR OTUD5 PCGF5 PDK3 PGM2 PHC2 PKM PLEKHA7 PLGRKT PLSCR1 PTN PTPN2 PTPRCAP PTPRM PUS1 RAB12 RAB3IP RASD1 RBX1 REEP1 REN RNF19B RNPEP RPAP3 RPS27L RPS6KA3 RXRG SAMD4B SAMHD1 SATB1 SEC14L1 SELPLG SEMA3A SGK1 SLC1A4 SLPI SMARCA5 SMARCC1 SMIM1 SOD2 SPATA5 SPIC SPPL3 SRGN SSTR5 TCEAL9 TCF25 TCIRG1 THBD TINF2 TMEM40 TNKS1BP1 TPD52 TRA2B TRIM25 TRIM47 TRNT1 TSEN15 TUT7 TYR UBA7 UBAP2L UCK2 USP18 USP7 WDR26 WDR43 XDH YTHDC1 YTHDF1 ZNF131 ZNF639 ZNFX1 ZZZ3 GSE37301_LYMPHOID_PRIMED_MPP_VS_COMMON_LYMPHOID_PROGENITOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37301_LYMPHOID_PRIMED_MPP_VS_COMMON_LYMPHOID_PROGENITOR_UP AATK ACADS ACO1 ACSF3 ADRA1A AGER AGTRAP AMOTL2 ANK3 AOX1 AQP4 ASPM ASS1 ATP7B ATXN1 BPNT1 BSN BTF3L4 C1QBP CA14 CALR CAPN2 CCDC28B CCDC93 CD22 CDKN2D CES1 CHRNA7 CKAP5 CLCC1 CMTR2 CNN3 CNOT6L CNR2 COLQ COPS7B COQ5 CRCT1 CRLF3 CYP17A1 CYP7B1 DDX46 DEAF1 DHRS4 DLG3 DLX6 DNASE1L3 DUSP12 DYNLL2 EFNA4 EPB41L2 EPO ERI2 ESRRA ETV4 F2R FAM13B FAM83H FANCC FGF1 FGFR4 FHOD3 FKBP10 FKBP4 FZD1 G6PC1 GBA1 GGCX GGT5 GINM1 GLRX GPR83 GRIA4 GSC HAPLN1 HOXB9 HPCA HPF1 HRH2 HSD17B3 HSPA4L IL11RA IL18R1 KCNE1 KCNN1 KCNS2 KLF9 KLHL7 KRT33B LCT LGALS7 LPCAT1 LSM14B MDM4 MERTK MMP15 MMP17 MOGAT2 MPZL2 MRPL49 MSH6 MTF1 MTR MYH3 MYO1B NCAPH NDUFB3 NICN1 NOS2 NPPC NPTX2 NTN1 NUCB1 OXSM PAM16 PBX2 PBX3 PCSK6 PDE4DIP PDE6G PDE7A PDGFRA PDLIM1 PIGR PIH1D1 PINK1 PLA2G12A PLA2G2A PLEKHA7 PLXNB2 PLXND1 POLA1 POLE4 PPP5C PRSS8 PSEN2 PSMD5 PTGDS PTGER2 PVT1 R3HCC1 RAD23B RALBP1 RASGRF1 RASGRP1 RBMS2 RBP2 RCBTB1 REPIN1 RFC1 RFNG RGS6 RNF141 ROS1 RPL39 RPS6KA3 SEMA3A SEPTIN7 SET SH3BP5 SH3D19 SHMT2 SLC16A8 SLC1A2 SLC25A15 SLC29A1 SMARCD1 SNTB1 SNTB2 SPINK1 SSTR3 ST3GAL5 ST6GALNAC4 SYPL2 SYT11 SYT3 TBCEL TBX6 TFEB THRA TMEM40 TNFSF10 TRH TSEN34 TSKS TSPY1 TTC7B TYK2 UBQLN1 UNG UQCC5 UROS USF2 UTRN UXS1 WNK1 ZDHHC14 ZFPM2 ZNF281 ZNF292 GSE37301_LYMPHOID_PRIMED_MPP_VS_GRAN_MONO_PROGENITOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37301_LYMPHOID_PRIMED_MPP_VS_GRAN_MONO_PROGENITOR_DN AAMDC ABCC10 ABHD17A ABI2 ACOT8 ACYP2 ADIPOR2 AKT1 ALOX5AP AMDHD2 ANKRD36B ANKZF1 AP2A2 AP3S1 ARAP3 ARL2 ARPC3 ARPC5 ASPSCR1 ASTE1 ATAD5 ATP2A3 ATP5IF1 BFAR C2CD2 CASP8AP2 CASP9 CCDC92 CD101 CDC7 CDK19 CEACAM1 CEP68 CHAF1A CHEK1 CKLF CMC4 CSNK1G2 CTCF CUL2 CZIB DENND2D DHCR24 DLGAP5 DMTN DNMT1 DPP8 DYSF E2F1 E2F3 EFCAB11 ENSG00000289047 ERCC3 ERP29 ETV4 EXOC1 FAH FAIM FAM89B FBXL4 FEZ2 FGGY FKBP2 FLOT1 FRAT1 GAS2L1 GET1 GLB1 GLYR1 GNAI2 GPAA1 HAUS5 HERC2 HINT1 HOXD13 HPS1 HPS6 HSD17B7 IFT25 IGKV3-20 IL2RG INPP4A INPP5A INPP5E INTS3 KAT7 KCTD5 KDM5A KIFAP3 LAMTOR2 LBHD1 LEPROTL1 LGALS3BP LPIN2 LY6E MAN2B1 MARF1 MDC1 MED16 MKRN1 MPHOSPH9 MRFAP1L1 MRPL34 MSANTD2 MTMR1 MX2 MYBL1 NCAM1 NDUFS1 NOTCH2 NUP50 NXT2 OARD1 OAS1 OSTM1 PAFAH1B3 PAQR4 PARP4 PBLD PCMTD2 PDGFD PHC1 PHF20 PHTF2 PIGG PIGN PLAAT3 PPM1D PPP2R5A PPT1 PRG2 PRKCI PXMP2 QRICH1 RABGAP1 RANBP6 RAP1GDS1 RASSF1 RCC1L RIPOR1 RMI1 RNF170 ROCK1 RUBCN RUSC1 RWDD3 SC5D SCCPDH SEPHS2 SEPTIN9 SH3BP1 SH3GL1 SHFL SLC33A1 SLFN12 SNAPC3 SNRK SOCS2 SOS1 SQOR ST3GAL5 STAG1 STAP1 SUMO2 TACC1 TCTA TM7SF3 TMEM168 TMEM41B TMEM59 TMSB15B TNFSF13 TNRC6B TOM1 TRIM26 TRIM68 TSPYL1 TST UBA3 UBE2I USP20 USP21 VOPP1 VPS51 WDR37 WWC3 WWOX WWP2 YAF2 YIPF1 ZBTB38 ZDHHC3 ZFP64 ZMAT5 ZMIZ1 ZMYM6 ZNF217 ZNF518A ZNHIT1 GSE37301_LYMPHOID_PRIMED_MPP_VS_GRAN_MONO_PROGENITOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37301_LYMPHOID_PRIMED_MPP_VS_GRAN_MONO_PROGENITOR_UP ABCE1 ADAM22 ADAM9 ADGRB2 ADORA2B AGFG1 AHCTF1 AHNAK2 AIMP1 AKAP1 AKAP8 ALG3 ARHGEF3 ATP6V0C ATXN2L BCL6 BCL9 BIN3 BIRC3 BLTP3B BTG2 BZW2 C12orf29 CAMTA2 CCT2 CD44 CD48 CDK12 CEBPZ CELA2A CHSY1 CHUK CLDN16 CLIC4 COL6A3 COPS2 CUL4A CXCL8 DDX24 DDX3X DGKG DIMT1 DPH2 ECE1 EDNRB EID1 EIF2S1 EIF3D EIF3G EIF5B EMC1 EMCN EXOSC4 FBL FKBP4 FSHR FXN GABPB1 GAR1 GEMIN4 GNA14 GNRHR GPR137B GRSF1 GTF2F2 H3-3B HILPDA HIVEP1 HIVEP3 HK2 HSPA9 ICAM1 IDH3A IFNA2 ILF2 ILF3 IPO4 IRF8 KLHDC8A LANCL2 LDHB LGALS14 LINC00115 MAPKAPK5 MAPRE2 MARCHF1 MARCHF6 MAT2A MCAT MED28 METTL22 MEX3C MMS19 MPHOSPH10 MPP1 MRPL4 MTHFD2 MYC MYLIP NABP1 NARS1 NAT10 NCAN NDEL1 NELL1 NKX3-2 NLE1 NOC3L NOP14-AS1 NR3C1 NRBF2 NT5DC3 NT5E NTN1 NUP54 NXPH4 ODC1 OPA1 OSBPL3 OTUD4 PAICS PGAM1 PISD PLAGL2 PLK3 PMAIP1 PMPCA POLR3C PPAT PPP1R2 PRPF39 PRRX2 PSMA2 PSMD12 RAN RARB RBM12 RCAN1 REL REV3L RGS2 RIOX2 RPF1 RPIA RRAD RRP12 RRP15 RSL1D1 SATB1 SDC4 SEC61G SEMA3D SETD4 SIAH2 SIK1 SLC12A8 SLC25A28 SLC29A3 SLC6A15 SMIM10L1 SNHG3 SPATA2L SRP19 SRPRB SRSF6 STAMBPL1 SUCO TAF4B TASOR2 TESK1 TFAM THAP12 TIMM8A TLE3 TMEM185B TMEM268 TNFAIP3 TNFRSF17 TOMM20 TOP1 TOX4 TRAF3 TRMT61B TTC4 UAP1 UCHL3 UQCRC2 USP16 VEGFA VGLL1 WDR3 XPO4 ZC3H15 ZDHHC11 ZEB1 ZMPSTE24 ZNF263 ZNF593 ZNF614 ZNF778 GSE37301_LYMPHOID_PRIMED_MPP_VS_PRO_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37301_LYMPHOID_PRIMED_MPP_VS_PRO_BCELL_DN ABCF2 ACYP2 ADISSP AHSG ALOX15B APOF ARHGAP11A ARMC1 AXL BET1 BNC1 BRIX1 BRME1 BTBD3 BTNL3 C1QBP C2 CABIN1 CBX2 CCDC106 CCR10 CD55 CD68 CELF3 CEMP1 CES1P1 CFAP43 CLDN14 CLEC1B CLSPN CNGB3 CPLANE1 CPNE6 CRB1 CRYBB2P1 CSTF1 CXCL13 DCSTAMP DCTN1 DDX31 DDX41 DHX34 DNAAF8 DNASE1L1 DNM1 DSE DUX4L8 EFS EHF EIF2B1 EIF3J EMSY EPHX2 EPYC ERC2 ERC2-IT1 ETNPPL EYA4 FABP6 FCHO1 FETUB FKBP1A FLI1 FLT4 FOSL1 FOXA2 FRMD8 GJB4 GNGT1 GON4L GPRASP3 GPS1 GRHL2 GSTT4 GTF3A GUCY2F H2BC9 IDH3G IFI27 IGFBP1 IMPG1 IQCC ISL1 ITFG1 ITIH3 ITIH5 KCNJ16 KHDC1L KIAA0408 KIF1B L1CAM LINC00652 LRFN3 MADCAM1 MAGIX MAP3K13 MAP7D1 MCOLN1 MDK MGAT4C MICA MRPS15 MTMR10 MYOG NDNF NDUFAF4 NNT NOP10 NPVF NSUN3 NUBP1 NUDT6 NYNRIN OR12D2 ORC5 OSBPL7 PABPN1 PADI1 PAPOLB PCCB PDCD6 PIGH PIK3R4 PIP PLEK2 POLR3D PPP3CC PRM2 PRSS2 PRSS8 PSEN2 PSG4 PSIP1 PSPH PTDSS2 PTPRH RAB11A RBP4 REEP5 REG1A RGS12 RNASEH2B RNFT2 ROBO1 ROPN1B SCUBE2 SECISBP2 SEMA6B SEMA7A SERPING1 SH3BP4 SI SIGLEC15 SLC22A4 SLC29A2 SLC39A4 SLC7A6 SLC9A1 SLPI SNN SNRNP40 SORBS3 SORT1 SPATA6L SPHK2 ST6GALNAC2 STX10 SYT1 TCN2 TCP11 TEF TEKT2 TFAP4 THRAP3 TLE5 TLR8 TMEFF1 TMEM144 TMEM30B TNFRSF10D TNPO2 TNS3 TP53TG5 TRA2A TRBV10-2 TRPC5 UGGT1 USP2 UTP14A WDR43 WWC1 YJU2B ZFP69B ZNF804A ZPR1P1 ZSCAN9 GSE37301_LYMPHOID_PRIMED_MPP_VS_PRO_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37301_LYMPHOID_PRIMED_MPP_VS_PRO_BCELL_UP ACOT7 ACTL7B ADPRM AFF2 ALDH3A2 ANAPC13 ANKRD13C ANXA1 AP1B1 AP2A2 APOC2 AQP8 ARF6 ARL6 ARX ATG4B ATG7 ATN1 B3GAT3 BCL7B BSCL2 BUD31 C4B CACHD1 CALCR CAMP CARD19 CD36 CD59 CD82 CDH16 CEL CENPB CES1 CHRD CIAO1 CKAP5 CKS1B CKS2 CLTC CNR2 COQ3 CORO1C CPT2 CYP8B1 DCAF11 DCC DDHD2 DEF8 DERL2 DHX40 DLG3 DLK1 DNAJC15 DPP4 EDN1 EIF2D EIF3E ELMOD3 ENO1 ERO1A ETFBKMT EYA4 FADS1 FAM83F FASTKD5 FBLN2 FBXO3 FTL GART GAS1 GAST GFER GJD2 GPAM GSTA5 GTF2A1 GTF2B GUCY1B1 H1-0 HCFC1R1 HEBP1 HMGCL HNRNPH3 HNRNPL HOXB6 HSPA4L HUS1 IFT172 IP6K1 ITCH JADE1 KDELR3 KIAA1191 KLC4 KMT5C KRT32 LAMTOR5 LECT2 MAN2C1 MAP7 MAPRE2 MCCC1 MFGE8 MIGA2 MLH1 MLST8 MNS1 MPZL2 MRPS31 MTREX MTSS2 NAA35 NCAM2 NDE1 NDRG3 NDUFA2 NDUFB8 NFATC3 NPC1 NR2C1 NRBP1 NUDT16L1 OGFOD2 OGT PAFAH2 PAQR7 PEA15 PEX13 POLD4 POLR2E PPM1B PPP2R1B PPP2R3C PRKACA PRRG2 PRSS8 PRUNE1 PSEN2 PSMB1 PTCD2 PTCH2 PTPRU PYCR3 RAB1A RARA RFXANK RGS5 RHOD RHPN2 RMND5A RNF141 RPL10 RPL13A RPS25 RTF2 RXRA SAMM50 SASS6 SELENBP1 SEPSECS SH3BGRL2 SHMT1 SIX5 SLC25A15 SLC4A1 SLC6A12 SLC7A2 SLCO3A1 SOS2 SOX10 SPRED2 SPTAN1 SRCIN1 SRP14 SSNA1 ST6GALNAC6 STAM SUN2 SVIL SYT7 TAGLN3 TAOK3 TBCEL TEX264 TMED4 TMEM109 TMEM205 TMEM97 TNK2 TRAK1 TUBB2A UPF3B WDR13 XPC ZNF32 ZNF322 ZNF692 ZNF808 ZSWIM7 GSE37301_LYMPHOID_PRIMED_MPP_VS_RAG2_KO_NK_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37301_LYMPHOID_PRIMED_MPP_VS_RAG2_KO_NK_CELL_DN ABCA3 ACSL6 ACTN3 ADGRA2 ADGRB1 AFDN-DT AGXT ALDH3A1 ALOX15 ANK2 ANKRD36BP2 ANPEP APOF ARHGAP22 ASH1L ATP5PF AXL B2M BCOR C8A CA12 CAMKK2 CARHSP1 CD48 CDC42BPA CDH10 CEBPE CELP CEMIP CENPA CENPU CFAP46 CHGB CLCA1 CLEC11A CLGN CREG1 CRISP1 CRMP1 CRYBB1 CSF3 CSN1S1 CTAG2 CTF1 CUL4B CYB5R4 DENND5A DHRS11 DNAI4 DNM3 DYNLRB1 EHBP1 EIF2AK1 EIF4A2 ELF5 ENC1 EPHB2 ERBB4 FAM110D FAM124B FMOD FNDC3B FOXB1 GAB1 GABRB3 GNAT3 GPBP1L1 GPR17 GPRC5A GRIK5 GRM8 GSTA3 GUCA2A H3C12 HCRTR2 HES1 HHLA1 HINT1 HLX HNRNPU HOMER3 HOXA3 HSD17B1 IARS1 IFIT1 IFNGR2 IL1RAPL1 IRX4 KRT5 L3MBTL1 LCE2B LGALS4 LGALS9 LHB LHFPL6 LILRB4 LPAR1 LRFN4 LRRC19 LRRC42 LRRC8D LRRN2 MAD1L1 MAGEA3 MAGED1 MAK MARCKSL1 MEIS1 MFAP1 MNDA MPO MRM1 MRPS31 MS4A2 MS4A4A MSN MUC2 MUC3A MYBPC1 MYH10 NALF1 NDST4 NDUFS2 NFIB NINJ2 NKX2-2 NME8 NRXN2 NUP188 NYNRIN OGFRL1 OR3A3 PCDH12 PCDH17 PCLO PCSK5 PFAS PHC2 PIGC PIWIL2 PLK1 PLLP PLOD2 PLPPR1 PPFIBP2 PPP4R1 PRAMEF11 PRR14L PRSS12 PSG4 PSMD11 PTPRT PTPRZ1 PYCR3 RAB30 RAB40AL RAC3 RFXANK RPL32 RPS14 SALL1 SCN1A SCNN1D SCUBE2 SEC14L3 SHPK SLC47A1 SLC9A2 SNAI1 SNRPF SPTBN2 SYT5 TBC1D31 TBCB TBXT TEX15 TIE1 TNFRSF10D TNS3 TRA2B TRIP12 TRMO TSKS TTC28 TXNL4A ULK4 VGLL3 VPS13D YTHDF1 ZBED1 ZCCHC4 ZNF142 ZNF529 ZNF76 GSE37301_LYMPHOID_PRIMED_MPP_VS_RAG2_KO_NK_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37301_LYMPHOID_PRIMED_MPP_VS_RAG2_KO_NK_CELL_UP ABCE1 ABT1 ADAM9 ADSS2 AHCTF1 AHCYL1 AIMP1 AKAP1 AKAP8 AMIGO2 ATP1A1 ATP6V0C BCL2L11 BLTP3B BPNT1 BTRC CCNJ CD48 CD7 CDK12 CDKN1C CHSY1 CKB CLEC11A CLIC4 CLPB CLTCL1 CLUH CPD CSF1 CSPP1 CUL4A CYP17A1 CYP27B1 DDX21 DDX24 DDX49 DDX56 DIABLO DPH2 DUSP1 DYRK3 EHD4 EIF3D EIF3G EIF5B EMC1 EMP1 ENO1 ETS2 EVI2A EXOSC2 EXOSC4 EZR FASTKD2 FCF1 FUS FXN GABPB1 GAR1 GCKR GPR87 GRSF1 HEG1 HGS HOXB3 HSPA9 IDH3A IL11 IL22 IL4 IPO4 IPO5 IRF4 IRF6 IRF8 ITGA2 JOSD1 KATNBL1 KDM6B KIF3B LDHA LDHB LINC00115 MAPRE2 MCAT MCHR1 MEX3C MON1B MRPL17 MRPS2 MTERF3 MTMR11 MTRR MYLK MYO1B MYOG NCK2 NCL NDC1 NELL1 NFATC1 NR3C1 NRIP1 NT5E NUDT11 NUDT15 NUP54 NYNRIN OGFOD1 OSBPL3 OTUD4 OXLD1 PAICS PALMD PDHA1 PELI2 PGAM1 PLAGL2 PLEK2 PMAIP1 PMPCA PNO1 POLR1B POLR3C PPAT PPIF PPP2CA PPRC1 PRMT5 PRPF39 PRRX2 PSMA2 PTCD3 RAB20 RAN RBPJ RCL1 RGS2 RIF1 RIOX2 RNMT RPF1 RPP25 RRP1 RRP12 RRP1B RRP9 RRS1 SAMSN1 SATB1 SCG2 SDC4 SEL1L SERBP1 SERINC5 SERPINB9 SFXN1 SHB SLC12A8 SLC22A4 SLC25A22 SLC43A3 SLC5A6 SRP19 SRPRB SRSF6 SYNJ2 TAF1A TASOR2 TENT5A TESK1 THRAP3 TIMM8A TMEM147 TMEM30B TMEM39A TNFSF14 TNS3 TOMM20 TOP1 TRAF1 TRAF3 TSPYL2 TTC4 UAP1 UQCRC2 UTP18 UTP6 VEGFA WARS2 WBP4 XPO4 YARS1 ZC3H15 ZFR ZNF593 ZNF614 ZPR1 GSE37301_MULTIPOTENT_PROGENITOR_VS_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37301_MULTIPOTENT_PROGENITOR_VS_CD4_TCELL_DN AADAC ABCC2 ACP2 ADH1C ADK AGT AMOTL2 ANKRD13C ANKRD46 APOC2 ARHGAP35 ATOX1 ATP2C1 ATP5F1C ATP5IF1 ATP6V1E1 ATRAID ATRX ATXN10 ATXN2 B3GAT3 BCL2L2 BGN BNIP3L BSCL2 C1orf43 C5 C6orf136 C6orf89 CA8 CARD19 CCNI CDC7 CDH2 CENPB CES1 CFHR2 CKS2 CNOT1 COX6C COX7A2 CPEB2 CRCP CRIPT CS CTSF CYP3A7 DAZAP2 DCTPP1 DDC DEF8 DPP8 DSP EBP EVI5 F8 FAH FAM107B FAM162A FBXO21 FBXO45 FBXO8 FGGY FKBP3 FMO1 FTL GCAT GJB1 GMNN GOT1 GRPEL1 GTF2A1 HAGH HERC1 HK1 HOXA10 HP1BP3 HPD HSD3B7 HTATIP2 IFT27 IGF1 IGFALS IL11RA IMPA1 IP6K1 IPP ITGB1 ITGB3 JCHAIN KDELR2 KIF1C KLC4 KLHL9 LGALSL LPL LPP-AS2 MAP4K2 MARCKS MBL2 MCM7 MDH2 MED24 MFGE8 MLX MRPL23 MRPL34 MRPL35 MRPS31 MTFR1L MTPN MTSS2 NAA35 NCOA4 NDRG3 NDUFA13 NDUFB11 NDUFC1 NEDD1 NIT1 NIT2 NR3C1 NRBP1 NTHL1 NXF1 OGFOD2 PAFAH2 PDLIM1 PEX11B PGAM1 PMP22 PPIA PPP1R21 PRDX5 PRKACA PRKD3 PRUNE1 PTPRB RBBP7 RBBP9 RBM4B RBP1 RETREG2 REV3L RGS5 RMND1 RNF13 RNF138 RNF141 RNF34 RNF6 RPA1 RPL10 RPS25 RTF2 RXRA SCG2 SEPTIN9 SFXN2 SH3BGRL2 SH3BP5 SIGMAR1 SLC29A1 SLC50A1 SLC7A3 SMARCE1 SMIM20 STK38 STXBP2 SYT1 TIMM13 TIMM17B TIMM8A TIMP2 TMCO1 TMEM150A TMX2 TNK2 TNRC6A TRAPPC3 TSFM TSPAN12 TSSC4 TTR UBC UBE2H UGP2 UGT2B10 UNC45A VCL VPS28 VPS35 WBP1 WDR13 WDR20 XPC ZBTB22 ZDHHC6 ZNF276 ZNF32 GSE37301_MULTIPOTENT_PROGENITOR_VS_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37301_MULTIPOTENT_PROGENITOR_VS_CD4_TCELL_UP ABLIM1 ABTB3 ACTN1 AFF3 AGFG1 AP3M2 AP4B1 ARID5A ARL4C ARMCX2 ATP10A ATP1B1 BANK1 BCL2L11 BICDL1 BTLA BZW2 CACNG8 CALHM6 CAMSAP2 CCNJ CD200 CD22 CD3D CEACAM18 CHN1 CHPT1 CHST15 COMMD8 COMP CRLF3 CRTAM CRYBG2 DAPL1 DCK DDX6 DGKA DGKZ DLX2 DNAJC3 DNMT3B DPP4 DSE DZIP1 ECEL1 EEF1B2 EEFSEC ELK4 EMID1 ENTPD5 ESR1 EXOC6 EXT1 FAM131C FAM78A FOXO1 GPR18 GPRIN3 GRAMD2B GRAP2 GYPC HDHD5 HS6ST3 ICAM2 IDH2 IFIT2 IGF1 IL17RA IL1RL2 IL6R IPCEF1 IRF9 ITPR1 KDM7A KLF17 KLHDC4 KLHL3 KLK10 KLRD1 LAIR1 LANCL3 LEF1 LRRC17 LRRC8A LTB LY75 MACO1 MAFK MBNL3 MBOAT1 MBP MGAT4A MIB2 MRPL58 MYB NDUFA4 NMRK1 NOD1 NSG2 OSTF1 PAG1 PDCD2 PDE3B PDLIM1 PDLIM5 PECAM1 PEX5 PHF20L1 PHF21A PIK3CD PIM2 PJA1 PLCXD2 PLEKHA1 PPTC7 PRRG1 PTPN6 PVR RASSF2 RBM38 REEP2 RFLNB RIPOR2 RMDN3 RNF144A RPS13 RPS5 SATB1 SCG5 SCRN2 SH2D1A SH3KBP1 SLC11A2 SLC20A1 SLC26A11 SLC37A1 SNORD35A SP110 SPSB1 SSBP2 ST3GAL1 ST6GAL1 ST8SIA1 STK32A STK4 STX17 TAB1 TBC1D4 TBCC TBXA2R TCF20 THAP11 TIMM10 TLE4 TMEM203 TMEM71 TMPRSS9 TNFSF8 TNKS2 TRAF5 TRUB2 TTC13 TTLL12 UMOD USP18 VIPR1 ZC3H12D ZNF394 ZNF512B ZNRF1 ZNRF2 ZSCAN2 GSE37301_MULTIPOTENT_PROGENITOR_VS_COMMON_LYMPHOID_PROGENITOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37301_MULTIPOTENT_PROGENITOR_VS_COMMON_LYMPHOID_PROGENITOR_DN ABHD16A ACADS ACOT9 ACTA1 ACTN1 ADORA1 AMACR APOC2 ARF5 ARID3A ARL2BP ARMC10 ART3 ASAH1 ASAP1 ASB3 ATF4 ATP6V1E1 BLVRA C1QTNF12 C5orf15 C9orf40 CARS1 CCN1 CD59 CDK2 CDT1 CEBPZ CEP350 CLDN7 CLNS1A COL13A1 COL4A2 CPEB2 CPT2 CRLF3 CYC1 CYP1A2 CYP4A22 DCPS DCTN6 DDB1 DGAT1 DLAT DLGAP4 DOCK7 DPH5 DTYMK DYRK1A ECH1 EFNA1 EIF4G1 ELMOD3 EPCAM EXOC4 EXOC7 EXT2 EZH2 EZR FADD FAM114A2 FAM120A FAM32A FBN1 FBXW5 FCGRT FES FMNL1 GAS6 GHITM GLB1 GNL2 GPD2 GPN2 GRPEL2 GSS GSTM5 GSTO1 GTF2B GTF3C2 HDAC5 HINT1 HMGA1 HS1BP3 HSDL2 ICAM1 IFIT1B IFNGR2 IFT25 IFT27 INTS9 IRF7 IRF9 ISG15 KIF3C LCP2 LDHA LGALS3BP LMNB1 LONP2 LORICRIN LSM3 LYVE1 MAP4K4 MAPK3 MAPKAPK5 MCOLN2 MECR MFSD4A MRPS26 MYH1 NELFCD NPDC1 NR2F6 NSMCE1 NUDT5 NVL OSMR PEF1 PES1 PIK3C3 PIK3CA PLIN2 POU6F1 PPIG PSMD8 PSTK PTK6 RAB28 RAD51D RAF1 RAMAC RAP1GDS1 RBM14 REM1 RFC3 RGL2 RIN2 RNASEH2C RND2 RPA1 RRM2 RTF2 RWDD4 S100A6 SAP18 SBF2 SCARB1 SCOC SELENOH SENP3 SERPINB9 SFMBT2 SIGLEC1 SMN1 SNIP1 SPARCL1 SPP1 SPPL3 SPTLC2 SRI ST6GAL1 STBD1 STX12 STXBP2 SYNJ2 SYT4 TAB2 TAF1D TARS2 TBX3 TGFB1 THRAP3 TLL1 TMEM234 TMEM68 TNFAIP8 TPST2 TRAFD1 TSFM TSNAX TUBB6 TUT7 TYMS UBE2A UBE2L6 UQCC1 USF1 USP18 VDAC1 VEGFC VNN1 VRK1 WBP4 WFDC2 WNT5A YPEL3 ZC3HC1 ZFHX3 ZW10 GSE37301_MULTIPOTENT_PROGENITOR_VS_COMMON_LYMPHOID_PROGENITOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37301_MULTIPOTENT_PROGENITOR_VS_COMMON_LYMPHOID_PROGENITOR_UP ABLIM1 ACSF2 ADD3 ADPGK AIP AIRN ANAPC11 AOC2 ARF5 ARHGAP27 ARHGEF1 ARID3B ARL5C ARMC7 ATP6V0A1 ATRNL1 BCAS2 BOLL CAMSAP2 CARD6 CC2D2B CCND3 CD247 CD27 CD3D CDIPT CDK19 CEP68 CHCHD10 CHMP2A CLCF1 CLUAP1 CRIPT CSTF1 CTSS CTSW DAP3 DAPK1 DAPL1 DAXX DNAJC19 DZIP1 EPHX1 EVL EYA3 FAM53A FAM78A FBXL9P FBXO7 FOXO1 FUBP1 GABRR2 GATB GBP5 GBP6 GPR146 GPR18 GRHPR HASPIN HDHD5 ID3 IFT25 IKBKB INO80 ITGA6 JAK1 KAT2B KCNH2 KCNIP2 KLF13 KRBA1 LAT LDHD LEF1 LGMN LLPH LSM4 MCOLN3 MCUR1 MDP1 METTL22 MKS1 MLLT11 MLLT3 MOV10 MPP1 MYB NCF1 NDRG3 NDUFA3 NDUFA6 NEDD4L NPC1 NUDT14 OPLAH PAK1 PARD6G PARP11 PDLIM5 PGAM2 PIGV PIK3IP1 PIP4K2A PISD PLCB2 PMS2 PPARGC1B PPM1M PPP1R13B PPP1R9A PRF1 PRKAG2 PRPSAP2 PTP4A3 PVR PYCARD RAB5C RASA3 RASGRP2 RASSF2 RBCK1 RBM38 RDH5 RGS10 RIPOR2 RREB1 RWDD4 S1PR1 SAMHD1 SASH3 SCARNA17 SF3A3 SFXN3 SGK3 SLC26A11 SLC46A3 SLC49A4 SMG1 SNAPC5 SPSB1 SSBP1 SSH2 SSU72 STAMBPL1 STX1A SUMF1 SYDE1 TANGO6 TBX6 TCTA TLR7 TMEM177 TMSB10 TNFAIP8L1 TRAF6 TRAPPC2L TREML2 TRIB2 TRMT1 TSPYL2 TUBGCP4 UCK1 USP18 USP24 USP40 ZBTB17 ZFC3H1 ZXDC GSE37301_MULTIPOTENT_PROGENITOR_VS_GRAN_MONO_PROGENITOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37301_MULTIPOTENT_PROGENITOR_VS_GRAN_MONO_PROGENITOR_DN ABCG1 ABHD16A ADAM23 ADAM9 AGFG1 ALOX12 ANKRD1 AP1AR AP1G2 APOBEC1 ARL2BP ART3 ATAD1 ATP11A B4GALNT2 BATF3 BDKRB2 BIRC3 BMPR1A C8orf33 CARM1 CARS1 CASP4 CCL13 CCL7 CCNG2 CCR9 CD3D CDC23 CDH8 CEBPG CLDN8 CLIC3 CLIC4 CMPK2 CMTR1 CRYBG1 CSK CXCL10 DAXX DBNL DDR1 DKK3 DSC1 E2F8 EIF2AK2 EXO1 EXTL3 FAM3B FBXW4 FCGR1A FMOD FRYL G3BP2 GADD45G GBP2 GBP4 GBP7 GJA4 GLCE GPANK1 GPC4 GPD2 GRAMD2B GTF2F2 GTF2H1 GTPBP2 HDC HES1 HIP1R HLA-DMA HLA-G HPCA HSPA1A ICAM1 IFIH1 IFIT1B IFIT2 IFIT3 IFRD1 IL13RA1 IL6ST IL7R INSIG1 INTS8 IRF1 IRF7 IRF8 IRGM ISG15 ISG20 ITGB3 ITPR1 JUN KITLG KLF6 KLF9 KRT18 KRT77 LARS1 LCN2 LGALS3BP LMO2 LMO7 LTBP2 LY75 LYN LYSMD2 MAP4K3 MARCHF5 MARK1 MARK2 MED28 MMP13 MTNR1A MX2 MYD88 MYO5B NAMPT NCK1 NFKB2 NMI NOP2 NPDC1 NR1H2 NT5C3B NUB1 OGFR OMD ORM1 OSMR OXCT1 PACS1 PAGR1 PAWR PDIA5 PHC2 PI4K2A PKDCC PLA2G4A PLPPR2 PML PNP POLD3 POLR2A PPA1 PPRC1 PROCR PSEN1 PSMA7 PSMB10 PSMB8 PSMB9 PTPRC PXK PYCR2 QSOX1 RAD1 RAD52 REEP1 RELA RGCC RIPK1 RNF19B RSAD2 S100A4 SAAL1 SAMHD1 SERPING1 SLC10A3 SLC31A1 SLTM SNX10 SOCS2 SRP19 STAT1 TAB2 TAP1 TAPBP TBK1 TDGF1 TFDP1 TMEM229B TMEM50B TOR1AIP2 TRAFD1 TRDMT1 TRIO TRPM7 TSR1 TSSK1B TUBB6 UBA7 UBL3 UBR4 USP18 WARS1 XDH ZNFX1 ZNRF1 GSE37301_MULTIPOTENT_PROGENITOR_VS_GRAN_MONO_PROGENITOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37301_MULTIPOTENT_PROGENITOR_VS_GRAN_MONO_PROGENITOR_UP ABCB10 ABRACL ACKR3 ACTN2 ADAM9 ADIPOQ ALK ANPEP ANXA2 APOA5 ARMC10 ATP7A AZIN1 BCL3 BET1L BLK BMP2K BZW2 C11orf16 C16orf89 C5AR1 C5orf15 CAMLG CASP8AP2 CCDC86 CD14 CD244 CD2BP2 CD34 CDCP1 CDH3 CEBPD CGA CMPK2 COL13A1 COL4A1 CR2 CTNNA1 CXCL2 CYB561 DAB2 DDX39B DNTTIP2 EFNA1 EIF3F EPS8 EXT1 EXTL3 F2RL2 FABP9 FANCG FBXL12 FGFR3 FOXO4 FXYD7 GATA2 GBP7 GEMIN5 GLG1 GLI3 GNA14 GNL3 GPR12 GRINA H3-5 HELB HLA-G HMGA2 HOXC5 HOXC6 HPX ID1 IDNK IFIH1 IFIT2 IFNA1 IGLL1 IL10RB IL13RA1 IL17RA IL7 IL7R INTS6 INTS9 IRGM ISG15 ISG20 JAK2 KAT2A KCNU1 KL KLF2 KLRD1 KRR1 KRT34 KRTAP8-1 LEPROT LMNB2 LMO4 LRP10 LY75 MAF MAP2K1 MAP4K3 MAPKAPK5 MC3R MDN1 MEIS1 MFSD4A MPL MSH2 MTHFD2 MVP MX2 MYBPH MYD88 MYH4 MYL11 MYL6B MYO10 NAMPT NELFA NEUROD4 NGDN NIP7 NIPBL NKX2-2 NOP58 NREP NUB1 OTUD5 PAK3 PDCD7 PDK3 PGAP4 PGM2 PHC2 PI4K2A PKDCC PKM PLAGL1 PLSCR1 PML PNPT1 POLA1 POU3F3 PPAN PRDM5 PRG3 PRKAB1 PRSS58 PSMB8 PSME1 PTPN1 PTPN2 RAB3IP RACK1 REEP1 RFX1 RNASE3 ROM1 RSAD2 SAMD4B SAMHD1 SCN10A SELENOW SEMA6B SENP3 SETDB1 SHISA5 SLC1A5 SLC6A1 SLC6A8 SNX10 SOD2 SRRM1 SSX2IP STAT1 STC1 SYCP3 TBL2 TCIRG1 TNFRSF1A TOR3A TPD52 TRDMT1 TSC22D1 TUT7 TYR UBE2S UCK2 USP18 UTP3 WDR26 XDH ZNF574 ZNF639 ZNFX1 ZZZ3 GSE37301_MULTIPOTENT_PROGENITOR_VS_LYMPHOID_PRIMED_MPP_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37301_MULTIPOTENT_PROGENITOR_VS_LYMPHOID_PRIMED_MPP_DN ACOT7 ADCY8 AHNAK AKAP12 ALCAM ANTXR2 ANXA1 ANXA2 APOBEC1 ARAP2 ARL4A ARL5B ASB2 ASNS ATF3 BAMBI BSPRY BTG2 CABYR CASS4 CCL5 CCN4 CCR9 CCRL2 CDKN1A CDR2 CENPL CHSY1 CISH CLYBL CNOT6L COBLL1 COQ10B CREM CXCR6 CYSLTR2 DDX3X DENND4A DENND4C DGAT1 DGKI DHRS3 DNAJB6 DNAJC12 DNAJC6 DST EHD1 ELL2 EMB ENKUR ERN1 EVI5 FAM107B FAM135A FAM185A FEM1C FOSB FURIN GATA3 GFI1 GPR183 GRAMD1C HEXIM1 HIP1 HIP1R HRH4 ICA1 ID2 IDH3A IER3 IL10RA IL13 IL18 IL18RAP IL1RL1 IMPA2 IMPACT INSIG1 IPMK IRF2BP2 IRS2 ISY1 ITGA4 ITGAV ITGB5 ITPRIPL2 KCNA4 KCNK5 KCNQ5 KCTD12 KIF5C KLRG1 KRT18 LDLR LIF LONRF3 LRRC49 LRRN4 MAFG MALT1 MAPK8IP1 MAPKBP1 MDFIC MFSD6 MIR155 MIR23A MYO1E MYO6 NAPSA NEDD4 NFKBIA NFKBIZ NMUR1 NR3C1 NR4A1 NSMAF NXT2 ODC1 PADI2 PBX3 PCSK1 PHKA1 PLCB3 PLK3 PLOD2 PLSCR4 PMAIP1 PPFIBP1 PPP1R16B PPP2R3A PRKAB2 PTPN13 RAP1GAP2 RGS2 RNF125 RNF43 RPS6KA5 RYK SAMSN1 SC5D SCP2 SEC24D SEMA4C SEMA6D SEPTIN11 SEPTIN8 SERINC3 SLA SLC16A6 SLC39A4 SNX18 SPTY2D1 SQLE SRXN1 ST6GALNAC3 STAT4 STK39 STX2 SUSD2 SYTL2 TADA2A TEX2 TIGIT TJP2 TMPRSS11E TNFRSF18 TNFRSF9 TNFSF11 TOX2 TRIM36 TTBK2 TUBB6 UHRF2 UTF1 VAMP7 VCAM1 VCL VPS37B XCL1 ZC3H12A ZFP36 GSE37301_MULTIPOTENT_PROGENITOR_VS_LYMPHOID_PRIMED_MPP_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37301_MULTIPOTENT_PROGENITOR_VS_LYMPHOID_PRIMED_MPP_UP AASDH AASDHPPT ACSS2 ADCK5 ADCY10 AKAP8 ALG2 AMPD1 AMPD3 ARHGEF1 ARID3B BCL9 BPHL CAGE1 CCL25 CD96 CDH24 CELF1 CFB CHD3 CHST15 CISD1 DCAF6 DCUN1D1 DDX17 DDX60 DENND6B DIDO1 DNAAF10 ELK4 EME2 EXOSC7 FAM184B FAM3C FUZ GGPS1 GPATCH11 GPR146 GRAMD1A GRK6 GSTT1 GTF2A2 HERC3 HERC5 HNRNPH3 HOGA1 HSDL1 ICE2 IFRD2 IKBKE IPCEF1 LENG8 LRRC42 LUC7L3 METTL2B MIA2 MPP1 MRM3 MTHFSD MTR MTRR MUS81 N6AMT1 NAXD NDOR1 NDST4 NELFCD NISCH NLK NOL8 OAS2 OASL PAN2 PARP11 PARP8 PBX2 PCDH1 PIGY PLCB2 PLEKHA1 PLEKHG2 PNISR POFUT1 POLI POLR1E POLR3E POLRMT PPM1L PPRC1 PRRC2C PSMD12 PTP4A3 PTPN6 PTPRF PUS1 PUS3 RAB33A RANBP6 RARS2 RASGRF2 RBM26 RBM45 RETREG1 RGL2 RGP1 RGS10 RNF148 RNF167 RPP38 RPRD1A RREB1 RS1 SDK1 SEC61A2 SET SLC16A10 SLC41A3 SLC44A1 SLC44A2 SLC5A9 SLFN5 SMURF2 SNAP47 SOX10 SP110 SPNS1 SPSB1 SRSF1 STN1 SUGP2 SYNM TARS1 TDGF1 TFEC TLR1 TMEM19 TMEM199 TMEM80 TMEM86B TNFAIP8L1 TPST1 TREML2 TRMT10B TRUB1 TTC14 TTC27 UBXN11 UNC50 USP18 UTP15 VAV1 WDR74 ZBTB7B ZFC3H1 ZFP1 ZKSCAN3 ZNF512B ZNRF1 GSE37301_MULTIPOTENT_PROGENITOR_VS_PRO_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37301_MULTIPOTENT_PROGENITOR_VS_PRO_BCELL_DN ABCA5 ABCC3 ABLIM3 ADAM15 ADARB1 AFF4 AGPS AHCYL2 AKAP7 ANKRD6 ANXA7 ANXA9 AREG ARHGAP27 ARHGEF7 ARMCX3 ARRDC4 ATP8A1 BCAP29 BMP2K BPGM CACNB1 CAMK2N1 CAPNS2 CAST CCDC32 CD200R1L CD69 CD80 CD99L2 CEP170 CERK CHST11 CLPTM1 CNNM2 COPS2 CPM CREB3L2 CREM CRISP1 CSF1 CTNND1 CYSLTR1 DCTD DDHD2 DDIT4 DECR2 DGAT1 DNAJC12 DNASE1L1 DUSP22 DUSP4 EGR3 EHD4 ERC1 ERCC6 ETV5 FAH FAM185A FANCC FBXL20 FBXO30 FMN1 FNIP2 FUCA2 FZD7 GALNT1 GAS2 GATA3 GGH GGTA1 GLA GLUD1 GM2A GTF2IRD1 HMGCS1 HSF2 IGFBP7 IL10RA IL2RA IMPA2 INSR IQCE IRAK2 ITGAV KATNAL1 KDSR KIF13A KIT LACTB2 LATS2 LIG4 LMNA LRRC49 LRRC57 MAPK12 MFGE8 MGAT5 MLF1 MOB1B MTHFD2L MUC1 MXI1 NADK NAV2 NCK2 NDRG1 NFKBIZ NMUR1 NPAS2 NPNT NRIP1 PCK2 PCTP PDE1B PDE8A PGRMC1 PHTF2 PI4K2A PIGX PIK3CA PIP4P2 PLCL1 PLIN2 PLS3 PODXL PPP4R4 PSEN2 PTAFR PTGS1 RAB11A RAB1A RAB5A RASSF6 RBM11 RDH11 RNF152 RPN1 RPS6KA1 RPS6KA5 SERINC5 SLC37A2 SLC38A10 SLC43A3 SLC9A6 SNUPN SNX12 SNX29 SORBS1 SPTLC1 SRXN1 ST3GAL2 STAP1 SYNJ2 SYPL1 SYTL1 TCN2 TDRD3 TEC TEX2 TFRC TMED3 TMEM170B TMEM43 TMEM64 TMTC2 TMX2 TPP1 TRIP10 TRPM4 TSC22D1 TUBB6 UBE2F VAMP7 VRK1 ZFP1 ZFP36L1 ZHX1 ZMYM3 GSE37301_MULTIPOTENT_PROGENITOR_VS_PRO_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37301_MULTIPOTENT_PROGENITOR_VS_PRO_BCELL_UP AATK ACADVL ACO1 ACP3 ADGRA3 ADGRD1 ADGRE1 ADGRL1 AHI1 AIRE AP1G2 ARG2 ARHGDIB ASH2L ATF2 ATF6B ATP2A3 ATP5PB B4GALNT2 BCL2L1 BDKRB2 BIRC3 C16orf89 C19orf48P C22orf39 CALCOCO2 CBR3 CCL17 CD2 CD22 CD38 CDH16 CIT COL12A1 COMMD9 CPLX2 CRYL1 CSF2RA CSF3R CX3CR1 DAB1 DACH1 DCC DHX40 DLX1 DNAJC3 DNASE1L2 DSC1 E2F8 EEF1A2 EFNA4 EPHA8 EPHB2 EPHB3 ERF ESRP2 ETV4 FAM118B FAM83H FGF1 FGF9 FGFR3 FKBP4 FLT3LG FSHR GAPDH GCSAM GDI1 GGCX GHRH GLUD1 GNA15 GNB4 GOLGA4 GOSR2 GSG1 GUCD1 HDAC1 HLA-DOA HLA-DRB1 HNRNPU HOXA2 HOXD1 HPCA HRK HSD17B3 HTATSF1 IL2RB ILF3 INTS8 KCMF1 KCNB1 KIF23 KRT71 L1CAM LBR LCT LDHB LENG8 LGALS7 LINC00612 LPCAT1 LTBP2 MCUR1 MERTK MMS19 MRPL49 MSX2 NBEAL2 NFKB2 NICN1 NMT2 NOLC1 NOP2 NPTX2 NREP ONECUT1 OTUD7B P2RY1 PALM PARP8 PBX2 PBX3 PDE1C PDE4DIP PDE6G PDE8A PER2 PIK3CD PKP3 PLCG2 PLPPR2 POLE2 POP4 PRL PTGIR PTPN18 PTPRA PTPRCAP RAB33A RARG RAX RBP2 RCBTB1 RGCC RGS3 RPGR SAMD10 SART1 SCMH1 SCX SEC24C SEC31A SEMA6C SGO1 SH3PXD2A SLC10A2 SLC10A3 SLC25A15 SLC25A44 SLC2A4 SLC33A1 SLC66A3 SLCO3A1 SMR3A SOX13 SSTR3 STAU1 STX1B SUPV3L1 SYT3 SYT8 TASOR TCF12 TET1 TFEB TIAM2 TMED7 TMEM106C TMEM30B TNFSF4 TRAF3IP2 TRIO TSC22D3 TSPYL1 TSSC4 TTC7B TTF1 UBQLN1 UGT2B10 UHRF1 UROS USO1 USP9X VPS53 WNT5B YBX2 YJU2B ZNF18 ZNF638 GSE37301_MULTIPOTENT_PROGENITOR_VS_RAG2_KO_NK_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37301_MULTIPOTENT_PROGENITOR_VS_RAG2_KO_NK_CELL_DN ABCA1 ACHE ACIN1 ACTN1 ADGRB1 AIMP1 AKAP8 ALYREF AMBRA1 ANXA1 APCS AQR ARF6 ARGLU1 ARPC1B ART3 ATF4 AURKB AZI2 BCL7B BLVRA BRCA1 CAMLG CAPN1 CAPN9 CCDC115 CCL5 CCT6A CDC45 CEBPZ CFDP1 CHMP4B CIAO2B CIC CLDN7 COL4A1 COPB2 CPNE3 CPSF2 CRIP2 CRTAM CSTF2T CTPS2 CYB561 DDB1 DDX1 DDX49 DNAAF10 EFHD2 EIF2B4 EIF3J EIF3K EIF4A3 ELF3 ESR1 ETS2 EZR FAAP20 FARSB FAS FGD1 FOXA3 FOXN2 FZD2 GABARAP GADD45B GALNT2 GAS6 GDAP2 GGPS1 GJD2 GNA15 GNAT1 GNG4 GNL2 GOLGA7 GOLPH3L HIP1R HPX HRAS HSD11B2 HSD17B12 IBTK ICAM1 ICE1 ID3 IGLC7 IL1RN ITIH3 ITIH4 JUND KCNK3 KLF6 LAPTM4A LBP LCN2 LDHA LGALS3BP LTBR LTV1 LY6E LYVE1 MAP7D1 MAPRE1 METTL18 MRPL30 MT2A MX1 MYH1 NAA15 NARS1 NDE1 NEK6 NEK7 NFYB NOL7 NPNT NUB1 NUDT21 NVL OMP ORM2 OSMR PABPC4 PDIA5 PHTF1 PIK3C2A PIK3CA PLAC8 PLEC PLK1 POLDIP3 POLR1B POLR2D PPID PRDM1 PROX1 PTGR1 PTPRK PUF60 RAB1A RAB28 RAB4A RAMP1 RAN RCN1 RHOB RHOD RIC8A RNASEK RPS25 RYR1 S100A6 SCEL SCOC SCX SDHAF2 SERPINA3 SLC10A6 SLC16A1 SLC6A6 SMAD1 SMC3 SMN1 SMU1 SPATA5 SPIN1 SPP1 SRPRA SRRT SRSF3 SRSF6 SSRP1 SUGT1 TAB3 TBL1XR1 TGFB1 THPO TMEM222 TMEM38B TMEM62 TP53 TRIP6 TTC1 TUT7 TWF2 UBE2A UBE2J2 UBE2L6 USP18 VBP1 VNN1 VPS72 WDR20 WDR43 ZBTB17 ZC3HC1 ZCCHC10 ZNF347 ZNF821 GSE37301_MULTIPOTENT_PROGENITOR_VS_RAG2_KO_NK_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37301_MULTIPOTENT_PROGENITOR_VS_RAG2_KO_NK_CELL_UP ABCC9 ACO2 ADD1 ADGRE1 ADORA1 ALDH1A1 ALDOB AMACR AMY2A ANXA6 APLP2 APOA1 APOH AQP9 ASRGL1 ATP5F1A BHMT BTRC C5 C6orf62 CALU CAPN7 CAPRIN2 CCDC88A CCN4 CCNI CD22 CD300C CDK18 CDK2 CHMP1B CLN6 CMTM8 COL4A4 CPOX CRYL1 CSF2 CSTF1 CYP1A2 CYP2A6 CYP2E1 CYP3A43 DDX5 DEF8 DHPS DIPK2A DMBT1 DNAJC10 DPP3 DPP4 DSC2 DUSP6 DVL1 EIF2B1 EIF2S3 EIF5 ENTPD5 EXOC7 FADS1 FAM107B FAM32A FAM3A FBLN2 FES FLT4 FTH1 FTL FURIN GANAB GAS6 GLE1 GPAM GPR19 GRSF1 GUCA1A HOXB5 HSPD1 IL12RB2 ISOC1 KANSL2 KCTD10 KIAA1191 KIT KLC4 KRT13 LGALS4 LGALS7 LONP2 LSS MAN1A1 MAOA MAP2K3 MAP4K4 MAPK1 MAZ MED22 MERTK METTL8 MFSD4A MIP MMP15 MTCH1 MTERF2 NAA80 NCOA4 NELFCD NFYC NME4 NOCT NPC1 NPEPL1 NR2F1 NTRK3 NUP88 OAT ODC1 PAH PAQR7 PCMT1 PGM1 PGRMC1 PHLDB2 PIGS PKLR PLS3 PNPO POLG2 PPP3R1 PPP6C PRKACA PRMT3 PSTPIP2 PTH1R PTPA PTPRE QRICH1 RAB23 RAB34 RCE1 RDX RETREG2 RHOQ RIN2 RMND5A RPA1 RRM2 RTL8B RTN3 SACM1L SDHA SEC14L2 SEC61A2 SEPHS2 SLBP SLC25A15 SLC26A1 SLC2A1 SLC2A2 SLC38A4 SLC39A8 SLC48A1 SLC7A8 SNTA1 SNX21 SPAST SPPL3 SRPK2 STAB1 STAG2 STARD7 SULT1B1 TBCEL TBX3 TM9SF3 TMEM245 TNFSF8 TNNT1 TP53INP2 TRABD TRAPPC10 TSC22D4 TSNAX UBAP1 UBP1 UGT2B17 UIMC1 USF1 USP15 USP48 VAMP3 WBP1 WBP11 WDTC1 XPO7 XPR1 YWHAQ ZBTB48 ZCCHC3 ZFP30 ZNF467 GSE37301_PRO_BCELL_VS_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37301_PRO_BCELL_VS_CD4_TCELL_DN ABTB2 ABTB3 ADD3 ADGRD1 AGFG1 APBB2 APOBEC1 ARHGEF28 ARID5A AURKC BTLA CABP2 CADM1 CANX CCL5 CCR6 CD3G CD83 CDC14A CHST2 CLSTN2 CORT CRCT1 CX3CL1 CXCR3 CYRIA CYTH3 DBN1 DCLK2 DHRS3 DHTKD1 DMPK DNAJC6 DNTTIP2 DTX4 EBI3 EPHX1 ESR1 EVL EWSR1 FAM133B FRYL GAB2 GALNT9 GBP5 GBP6 GPR171 GRAMD1B GSAP HAUS6 HCN4 HDAC1 HEPACAM ICE1 ID4 IFT80 IL17RB IL2 IPCEF1 IRX3 ITPR1 IZUMO1R JPH2 JSRP1 KCNK5 KCNK9 KCNT2 KIF6 KLHL3 KRT4 LEF1 LIMK1 LMTK3 LRIG1 LTB MAPK8IP1 MARCHF3 MARK1 MICAL3 MIR128-2 MIR375 MIR383 MPZ MTUS1 MXRA7 MYO10 NAA50 NAV3 NOD1 NPSR1 NRP1 NT5E NUDT14 NXPH2 OTOF PAFAH1B3 PALD1 PARP8 PCARE PDCD2 PDE2A PDE4B PDE7A PECAM1 PHGR1 PHLPP1 PLEKHF2 PLSCR1 PLXNA3 PPFIBP2 PRKCQ PRSS41 PSMB10 PTGER2 PTPRQ PWWP2A RAB11FIP4 RETN RHBDD3 RIPK2 RLIM RNF222 RPS15A RRAGD RTP4 SEMA6D SENP7 SERTAD4 SH3KBP1 SLAMF6 SLC14A1 SLIT1 SMC4 SOAT2 SOX11 SP110 SPINK13 SPSB1 SRSF10 ST6GAL1 STAU2 SUSD2 SVEP1 TADA2A THEMIS TIMP2 TMEM63C TMPRSS11E TNFSF11 TNFSF8 TRDN TSPOAP1 TXK UBE2L6 USP1 USP11 USP18 USP28 VCAM1 VIPR2 VPS13A WLS ZIC5 ZNRF1 ZZZ3 GSE37301_PRO_BCELL_VS_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37301_PRO_BCELL_VS_CD4_TCELL_UP ABTB3 ACAD10 ADAMTS6 AFAP1 AFF3 AGBL5 AHDC1 AIRN ARHGAP27 ARHGAP39 ARHGAP9 ARHGEF3 ARHGEF4 ARID5A ATF6B B4GALNT4 BMP7 CASD1 CD83 CEP41 CES2 CHST15 CNDP2 CORO1B CPSF4 CRY2 CSK CYP2R1 CYTH3 DCK DISP1 DKC1 DNAAF5 DNAJC7 DTX1 DZIP1 EHD3 EIF4E ENDOD1 ENTPD4 ENTPD5 FGF13 GATA1 GPR55 GPR83 GRK2 GSAP GTPBP8 GVINP1 HIVEP3 HNRNPH3 IDH2 IFIT2 IKBKE IL17RA IL6R INTS7 ISOC1 ITM2A IVD IZUMO1R JARID2 KCNA2 KCNIP2 KLHL3 LBH LCK LENG8 LIME1 LPAR2 LTB MEMO1 MLLT1 MLLT6 MPZL3 MRPL58 MT-ND4L MTBP MYG1 MYO3B NEFH NF1 NLK NRARP NT5E NXPE3 P2RX7 PARP8 PDK1 PFN2 PGPEP1L PHF14 PKP4 PLAGL1 PLEKHA1 PNISR POLR3E PRDM2 PRKCQ PSMD11 PTGER2 PTGER4 PTPN1 PUS7L PXYLP1 RBL1 RBM45 RDH5 REXO2 RIPOR2 RNF145 RNF43 RPL4 RPS10 RPS26 SCAI SCIN SEC61A2 SEMA4A SEMA4B SEMA6D SESN3 SFXN1 SH2B3 SH2D1A SH3BP5 SH3GL3 SHISA5 SIDT1 SIPA1 SLC11A2 SLC12A7 SLC19A1 SLC25A35 SLC25A40 SLC9A7 SMAD1 SMARCC1 SMC4 SMURF2 SMYD4 SNAPC3 SNTB1 SOX4 SP110 SPSB1 SRSF10 SSBP2 STARD5 TARBP1 TCF4 TCF7 TGFBR3 THUMPD2 TLR6 TMCO4 TMEM106A TMEM192 TMEM50B TMEM65 TNFRSF1A TNFSF8 TNIP1 TNKS2 TSPAN5 TTC13 TWSG1 UBXN11 WDR59 WDR77 GSE37301_PRO_BCELL_VS_GRANULOCYTE_MONOCYTE_PROGENITOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37301_PRO_BCELL_VS_GRANULOCYTE_MONOCYTE_PROGENITOR_DN ABCB10 ACADS ACLY ACTG1 ADCY7 ADGRE5 AKAP7 ANTXR2 ANXA4 AP3S1 ARHGAP18 ARHGAP27 ARL10 ARL4A ARL5B ARRB1 ASPH ATP2B4 ATXN1 BAG3 BCL2L1 BCO2 BICD1 BIVM BMAL1 C16orf54 C2CD2 CAMK2G CAP1 CAV2 CCND2 CD320 CD44 CDKL2 CDR2 CEBPB CISH CPSF2 CRIP2 CRYBG1 CTLA4 CTPS2 CYB5R4 CYP20A1 CYSLTR2 CYTH2 DHCR24 DHRS7 DNAJA1 DNAJC12 DOK2 DUSP3 DUSP6 ECH1 EHD1 ESRP2 EVI5 EZR F13A1 FAF1 FAH FAM114A1 FBXL5 FKBP5 FLOT1 FOSL2 FUCA2 GABBR1 GALC GGTA1 GIMAP7 GIMAP8 GPBAR1 GPR132 GPR153 GPR68 GRB2 HCLS1 HEXIM1 HMGCR HTR2A ICA1 ID2 IDI1 IL12RB1 IRAK2 ITGAV ITPRIPL1 JAZF1 KHNYN KIF13B KLF10 KLF11 KLF12 LAPTM4B LAT2 LDAF1 LMNA LONP2 LRRC49 MAMDC2 MAPKAPK3 MCU MCUB MFSD6 MGAT4B MIR19A MIR24-2 MOCOS MPPED2 NAAA NIBAN1 NSDHL NXT2 ODC1 PARP16 PCBP4 PDCD1 PLEK PLEKHB2 PLEKHG3 PLK3 PNP POLK PPP1R3F PROS1 PTGS1 PTP4A1 PTPN13 PTPN5 PTPRU PTTG1IP RAB20 RAB29 RALB RAPSN RHOB RIPK3 RNF11 S100A10 SCP2 SDCBP2 SELENOI SGK1 SH2B1 SIT1 SLC16A6 SLC37A2 SLC38A10 SLC39A6 SNUPN SPECC1 SPIN1 SRGAP3 STARD4 STXBP1 SYNE2 TEP1 TMEM64 TMOD3 TMTC2 TNFRSF18 TNFRSF8 TTBK2 TUBB6 UBC ULK3 UNC45A VCL VPS54 WDR26 ZCCHC18 ZCCHC24 ZFAND6 ZMPSTE24 GSE37301_PRO_BCELL_VS_GRANULOCYTE_MONOCYTE_PROGENITOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37301_PRO_BCELL_VS_GRANULOCYTE_MONOCYTE_PROGENITOR_UP ABCA3 ACAP3 ACVR1C ADPGK ADRB2 AIP AMPD1 ARRB1 ASZ1 ATF4 ATP1B1 BACH1 BTD CASK CD247 CD68 CD9 CDH19 CDHR3 CDKL5 CEP85 CFHR1 CNN3 COG6 CPM CPNE4 CRY2 CYBRD1 DAPK1 DDR1 DENND2C DNAJB1 DUSP1 DUSP10 DUSP5 EHD2 ESR1 EXT1 FAH FAM107A FAM114A1 FBXL22 FHIP1A FLACC1 FLRT2 FOS FOSB FTO GADD45B GBP2 GIMAP5 GNG3 GP5 GPR132 GPR146 GPR83 GSTO1 HEXB HEXIM1 HMGCS2 HSD11B1 HSPA1A ID3 IFITM3 IFT172 IFT25 IRS2 ITIH5 ITPKC JUN KCNH2 KDM7A KDM8 KLHDC1 LAMC1 MAPK11 MC1R MECP2 MIR376C MIRLET7B MPP7 MXD1 NDUFS5 NEDD4 NEDD4L NFYC NUAK2 OTUD1 PAIP2 PAK1 PAK5 PARD6G PCDHB9 PDE2A PGAM2 PHLDA1 PLCL2 POR PPP1R15A PRF1 PRKCH PROS1 PRSS58 PSMF1 RAMP1 RASGRP4 RGS2 RHOB RTN4RL1 SAAL1 SALL2 SCD5 SCEL SELENON SERINC5 SETD6 SGK1 SIDT1 SIPA1L2 SLC25A33 SLC26A9 SLC30A4 SLC35D1 SNORD14E SNX9 SORCS2 STXBP2 SYDE1 TANC1 TCP11L2 TEX13A TEX2 TGFB1I1 THRB TINF2 TMCO5A TMEM120B TRAPPC2L TRIB2 TSC22D1 TSGA13 TXK VAT1 VKORC1 ZFP36 ZNF394 GSE37301_PRO_BCELL_VS_RAG2_KO_NK_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37301_PRO_BCELL_VS_RAG2_KO_NK_CELL_DN ABCA2 ACSBG1 AHCYL2 ARHGAP18 ARL6IP1 ASXL1 B4GALNT2 B4GALNT4 BANK1 BID BMP7 CAMK2D CAMKK1 CAPN2 CCR4 CCR8 CD200 CD79B CD81 CD86 CD96 CDCA7 CDK1 CDK6 CERK CHEK1 CHSY1 CLDND1 CLSTN1 CRMP1 CSF1 CTLA4 CTSW CTSZ CYTH3 CYTH4 DDB1 DNAI4 DNAJB14 DPP4 DST DUSP4 E2F2 EIF4H ENDOD1 ENO3 ENTPD1 ERCC6L ETV5 F2R FAM169BP FBXW8 FOXN3 GATA1 GPR15 GRIK5 HAVCR2 HDAC9 HOMER1 HSP90B1 IGF2R IL10RA INPP4A INPP5D IRAK2 ITGB8 ITIH5 KCNA3 KCNK6 KCNQ5 KLF10 KYAT3 LAMC1 LIMK1 LTA4H LXN MAF MAP3K8 MCTP1 MCUB MED7 MICAL3 MKI67 MRE11 MXD4 NABP1 NEB NEFH NEK7 NFIL3 NFKB1 NHLRC2 NR4A1 NR4A3 NRARP NRN1 NRP1 NSMF NT5E OSBPL3 P2RX7 P4HA1 PAQR3 PARP2 PCGF2 PEAR1 PHC3 PHTF2 PIP5K1B PLAGL1 PLCL1 PLP2 PLXNC1 PNP POLE POLM PPM1L PPP1R14B PRDM5 PRKCA PTGER2 PTGER4 PTPN13 PTPRS RALGPS1 RBM45 RCN1 REPS1 RGS9 RNF43 RPS6KC1 RUNDC3A RYK SAMSN1 SCAMP1 SERINC5 SH2B1 SH3RF1 SKIL SLAMF1 SLC12A2 SLC1A5 SLC22A5 SLC25A13 SMC4 SMYD2 SNORD82 SNX2 SNX9 SOCS5 SPRY1 SSH1 ST8SIA4 STIM2 STING1 SWAP70 TANC2 TANK TBC1D4 TERT TGFB1 TGFBR1 TMEM64 TNFRSF18 TNFRSF1B TNFRSF4 TNFSF10 TNIP1 TRIM62 TTN TWSG1 UBASH3B VAV2 VIM VWA5A WDR82 WLS XBP1 YPEL2 GSE37301_PRO_BCELL_VS_RAG2_KO_NK_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37301_PRO_BCELL_VS_RAG2_KO_NK_CELL_UP ACADS ACAP3 ACBD4 ACLY ACOT6 ACSS2 AFDN AGTPBP1 ALDH9A1 AP3S1 APBB1 ARHGAP23 ARHGAP45 ARID3A ARRB1 ASPH ATF6 ATP6AP2 ATP6V0A1 ATP6V0B ATP8A1 BAX BCKDHA BCO2 BLOC1S4 BRPF1 CAPN2 CASP6 CASTOR2 CCDC61 CCDC91 CCNG2 CCR1 CCR3 CD247 CD44 CD48 CDIPT CDKN2B CMTM6 CNIH4 COL12A1 COL18A1 CORO2A COTL1 CPNE2 CST3 CTBP2 CTNNA1 CTPS2 CYBA DBNL DHCR24 DHX16 DIPK1A DMBX1 DNASE1L1 ECHDC2 EEF2K EML3 ERLIN2 ERMP1 EZR FAF1 FAH FBXL12 FBXO6 FKBP2 FMOD FOS FRMD5 GABBR1 GALE GALNT1 GLUL GM2A GPAT3 GPR146 GPX1 GTF2H5 H2BC4 HECTD3 HM13 HMGCS1 HPGD HPS6 HSF2 IER2 IFI35 IL12RB1 JUP LEPROTL1 LGALS1 LGALS3 LMNA LONP2 LRP8 LTB4R LZTR1 LZTS1 MAP2K2 MARCHF8 MCUB MFSD11 MGAT4B MID1IP1 MLF1 MMP25 MSRB3 MT1A MT2A NADK NDRG1 NDRG2 NDUFS5 NEB NEO1 NPNT NXT2 OSBPL1A PCSK1 PHLDA3 PIGL PIGM PKN1 PLEC PLEKHO2 PLXNA1 PPM1J PRKAR1A PROS1 PTPN5 RAB20 RAB7A RAMP1 RASGRF1 RASGRP2 RHOA RIPK3 RPS6KA1 RTN4 S100A11 SAMD12 SCP2 SELENOF SELENOP SEPTIN11 SIDT2 SLC31A2 SLC35D2 SLC36A1 SLC37A2 SLC37A4 SLC39A7 SLC41A2 SLC9A6 SNAPC5 SNX29 SNX9 SP6 SPECC1 SREBF2 SYF2 SYPL1 TAFA3 TATDN2 TBC1D10A TCTA TMBIM6 TMED8 TMOD3 TMTC2 TNFRSF8 TPD52 TRIM3 TRPV2 TSC22D1 VIM VPS26A YPEL2 YWHAB ZFP36 GSE37301_RAG2_KO_VS_RAG2_AND_ETS1_KO_NK_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37301_RAG2_KO_VS_RAG2_AND_ETS1_KO_NK_CELL_DN ABCB10 ABCB4 ABCD3 ACAA1 ACADS ACE2 ACSM2A ADIPOQ AKAP8L APIP AQP4 AQP8 ARMC10 BIRC2 BOLA3 BRI3 C19orf53 C2CD2 C5orf15 CALML4 CASC3 CCDC88A CCL17 CCN1 CD59 CDC42EP4 CDC7 CELF2 CHPT1 CIB2 CLN8 CMTR1 CNOT2 COASY COL13A1 COX5A CPT2 CSNK2A1 CSNK2B CSTF1 CYB5B CYP1A2 CYTH3 D2HGDH DCT DDHD2 DDX41 DHRS7 DLG3 DNAJA2 DPP4 DSC2 ECI1 EEA1 EEF1B2 EIF1 EIF5 ELMOD3 ENTPD5 EPOR ESYT3 FABP1 FAM3C FANCG FBXO21 FGF17 FMR1NB GABRA1 GABRA6 GHITM GLB1 GLE1 GNA12 GOT1 GPD2 GPHN GRINA GRPEL2 GRSF1 GTF2B HADH HADHB HMGA2 HSDL2 HYAL2 IFNGR2 IL15RA IL2RA INCA1 INHBE INTS6 INTS9 KCNA3 KCNJ3 KCTD20 KIF3C KRT13 KRTAP12-2 LACTB2 LGALS4 LONP2 LYPLA1 MAOA MAP2K2 MAPKAPK5 ME1 METTL8 MFN1 MFSD4A MINDY1 MKI67 MMP15 MRAS MRPL14 MTSS2 MYL11 NAP1L2 NDRG3 NDUFB3 NECAP1 NELFCD NEXMIF NPC1 NR0B2 NR1H4 NR1I3 NTRK3 PAQR7 PCMT1 PDCD2L PDK1 PDRG1 PGD PGRMC2 PIM1 PPARA PPIG PPM1A PPP1R17 PPT2 PRDX5 PRKACA PRR5 PRUNE1 PSCA PTBP2 PTGFR PTK2B RAB34 RAB3D RCE1 RETSAT RNASE3 RNH1 RPA1 RTF2 SAP18 SAR1B SEC14L2 SELENBP1 SLC23A2 SLC25A20 SLC25A39 SLC27A5 SLC2A2 SLC30A1 SMIM20 SNAPC2 SPAST STARD10 STARD7 STX8 SUDS3 SUMO2P7 TBCEL TLL1 TMEM205 TMEM245 TMEM68 TNNC1 TOR1AIP2 TPGS2 TRDMT1 TRIP13 TSFM TSPAN6 TTC7B TXNRD3 UBAP1 UCK1 ULK2 VAPB WAC WBP1 WDTC1 WNT5B WWC1 ZC3H14 ZNF598 ZW10 GSE37301_RAG2_KO_VS_RAG2_AND_ETS1_KO_NK_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37301_RAG2_KO_VS_RAG2_AND_ETS1_KO_NK_CELL_UP A2M ABCA1 ABCE1 ABCF3 ACTR2 ADAM23 ADAM9 ADCK1 ADGRA3 ADGRE1 AGO2 AHR AMBP ANAPC4 ANG ANXA2 APOA5 ASRGL1 ATP11A ATP13A1 ATP5PB B2M B4GALNT1 BCL2L2 BDKRB2 BRD8 C3 C5 C6orf62 CCDC80 CCDC86 CD14 CD34 CDC16 CDC20 CFH CFHR2 CFI CLIP3 COL14A1 COL1A1 COL6A1 COL6A2 COX6C CPNE3 CPS1 CRABP2 CTSV CYP3A7 CYTH1 DCAF12 DDX5 DHCR24 DHX40 DNAJC21 DSC1 DYNLT3 ELOVL2 ENPEP ERLIN1 ESYT1 ETAA1 ETS1 EXOC8 FABP4 FBN1 FCRLA FGB FGG FKBP5 FLI1 FOXN2 GADD45G GART GAS6 GC GNG12 GPC3 GRK2 H3C14 HAT1 HBA2 HBB HIP1R HNRNPD HOXA11 HPD HRG HSP90B1 HTATSF1 IFRD1 IL13RA1 INPP5A ITGB2 ITGB3 ITIH1 ITIH3 ITIH4 ITPR1 IVNS1ABP JCHAIN KCNJ12 KCNJ8 KCTD10 KDELR2 KIAA0319L KIF22 KITLG KLC4 LAMB2 LAMP2 LBR LCN2 LGALSL LRRC8A MAG MAP4K3 MAP7D1 MAPK14 MARCHF5 MB MED28 MMS19 MPEG1 NCOA4 NEK4 NFIA NHERF1 NID1 NNMT NRDC NUCKS1 ORM1 OSMR PACS1 PBX2 PDCD4 PHC2 PHF5A PIGF PKDCC PLA2G7 PLD1 PLPPR2 PMS2 PPP1CB PRKAR1A PROS1 PTDSS2 PTPN2 RBM10 RBP2 RIPK1 RNASE4 RNF44 RO60 RPAP3 RPL10 RPL37 RRBP1 RRP7A SAA1 SAT1 SEBOX SEMA6B SERINC1 SERPING1 SH3BP2 SH3YL1 SLC25A15 SLC39A1 SLC3A1 SLC44A1 SLTM SNTB2 SNX10 SOWAHC SPTBN1 SPTLC2 SRSF2 SUPV3L1 SYNE4 TAF1C TBC1D14 TFF3 THPO TIPARP TOLLIP TRPM7 TSPAN4 UBE2D3 UBL3 UNC45A VPS26B WARS1 WSB1 XDH YTHDF1 ZFP36L1 ZZZ3 GSE37319_WT_VS_RC3H1_KO_CD44LOW_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37319_WT_VS_RC3H1_KO_CD44LOW_CD8_TCELL_DN ACAA2 ACBD3 ADAT2 ADCY6 APBA3 ARHGEF3 ARID3C ATG9B BACE2 BLNK BLTP3B BZW2 CACNA2D4 CASP8 CCDC42 CCL3 CD163L1 CD36 CERS3 CHMP4C CHST15 CMPK1 CNNM1 CPNE7 CSF3 CXCL13 DAGLA DENND4C DGAT1 DHRS3 DIP2A DNAJB13 DNAJB9 DNAJC22 DTNA DUSP5 EHHADH EPGN ETFDH FAM183BP FAM83E FCRL1 FNDC8 FOS FOXO4 GAL3ST3 GARIN1A GHR GLIS3 GLUL GLYCAM1 GPR137B GPR173 GSTK1 GTF2IRD2 H1-6 HIF1A HRH4 HS3ST2 IMPA2 ITPR1 KCND3 KCTD7 KHDRBS3 KHNYN KIF9 KLF10 KLF4 KMT5A KRT18 KRTAP5-4 LPCAT3 MIEF2 MIR187 MIR196B MMD MORC4 MPPED2 MPZL2 MYBPC1 NDST3 NEK7 NFE2L1 NIT2 NKPD1 NMRK2 NSG1 PDCD1 PDE7A PHACTR2 PHLDA1 PLIN2 PLK2 PLXDC2 PPFIBP1 PPP2R3A PREB PRSS37 RANBP17 RANBP9 RAPGEF5 RAPH1 RASGEF1B RNASE6 RNF125 RNF39 RUNDC3B RXRG RYK S100A4 SCRT1 SLC10A6 SLC27A2 SLC43A1 SLC52A1 SLC66A2 SLITRK3 SPATA13 STAU2 STON2 SULT1E1 SVIP TACC2 TGFA TLE1 TMEM35A TMEM88B TMPRSS3 TPD52 TRPM6 TUBB2B UBL4B UNC13B USP54 VIL1 WNK4 YPEL2 ZC3H10 ZSCAN18 GSE37319_WT_VS_RC3H1_KO_CD44LOW_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37319_WT_VS_RC3H1_KO_CD44LOW_CD8_TCELL_UP ACAP1 ACSS1 ADD3 ADGRF5 AKAP12 ANKMY1 ATAD3A ATP6V0A2 B9D2 BPIFB1 BRD7 CCDC77 CDH19 CDH5 CDK20 CFAP206 CHD3 CMTM3 CMTR2 COX18 CPNE5 CSTA CXorf38 DAPK1 DCC DLEU2 DNAJC9 DNM1L DQX1 E4F1 EARS2 ENC1 ENO2 ERLIN2 ETF1 EWSR1 EXOC4 EXT1 FCAMR FGGY FMC1 FPR1 GAD2 GALR1 GATB GDAP1 GDE1 GGT6 GLRB GOSR2 GPR61 HACE1 HDAC2 HEPACAM2 HLA-A HSD17B6 HTR7 ICOS IGFBP4 IKZF5 IL17RA IL1RN IZUMO4 KCNK10 KCNMB2 KCTD11 KIF3B KRT6B KRT76 LDHAL6B LRRIQ1 MAFF MAGEA9 MAGEE1 MCM3AP MESP2 METTL1 MIR148B MIR204 MIR219A2 MIR491 MPHOSPH10 MPHOSPH6 MRPS27 MSI1 MYO18A NAF1 NEFL NEPNP NES NGDN NIPSNAP1 NMT2 NOP58 NXF1 OCLN P4HA2 PDE1A PDLIM4 PIK3C2A PKDREJ PLPPR5 POC5 PPARGC1B PROM1 PRTN3 PSD4 PSMC6 PTH1R PUS1 RABEPK RAPGEF4 RCBTB1 REG4 RIOK2 RSPH10B2 RTL4 RUFY2 SERPINA10 SERTAD4BP SET SF3B3 SGCD SLC11A1 SLC15A4 SLC25A41 SLC30A8 SLC44A1 SMARCE1 SPIC STARD5 STING1 SYCP1 TEKT2 TIMD4 TMED10 TMEM150A TMEM53 TMEM69 TOMM6 TRIM40 TRIM45 TRMT61A TULP3 UBFD1 UROS UXT WDR64 ZNF788P GSE37336_LY6C_POS_VS_NEG_NAIVE_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37336_LY6C_POS_VS_NEG_NAIVE_CD4_TCELL_DN AACSP1 AARS1 ABCA8 ABCB11 ACSBG1 ACSL6 ADAMTS9 ADCY2 ADCY8 ADSS1 AFF2 ANO7L1 B4GALT4 BAHCC1 BICDL2 BMP5 BTBD10 C2orf92 CADM4 CALHM4 CASP4 CASP4LP CCDC115 CCDC154 CCDC9 CCK CD247 CD99P1 CDX2 CEACAM19 CHI3L2 CHST4 CIB2 CLDN20 CLDN4 CLEC14A CLEC4F CPT1C CRISP3 CRISPLD2 CROCCP3 CTSF CYP27C1 CYSLTR1 DNAH12 DSC1 DTX4 DYDC2 ECM1 EIF4EBP1 ELOA3P ENG ENSG00000235143 ENSG00000291228 ERG ERICH3 FBXL19 FBXO36 FCHO1 FCRL2 FGL2 FMO2 FOLR2 FOSL2-AS1 FRMPD1 FSD2 GNA15 GRK5 HAS2 HCP5B HDAC10 HDAC11 HEMGN HPSE2 HSPB7 IHH IL10RB-DT IL11 IL5RA IQSEC2 IRF5 ITGAD KCNA1 KCNS1 KCTD21 KIF6 KIR2DS5 KLRB1 KRT14 KRT82 KRTAP4-8 LINC00334 LINC00664 LINC01056 LINC01120 LINC01148 LINC01558 LINC02724 LRRC37A2 LRRC8C-DT LY6G6C MAGEA5P MATN1 MC5R MEPE MIR3150BHG MMD2 MSMB MUC19 MYRF-AS1 NAV2-AS4 NCKAP5L NEDD9 NEU4 NLRC4 NPAS3 NR2F2-AS1 NRXN1 NXPE4 ODAD1 ONECUT2 OR1A1 OR1A2 OR2C1 OR52A1 OR7E104P OSTM1-AS1 PCARE PCDHGC5 PDE7B-AS1 PI3 PKP1 PLA1A PNLDC1 PPP4R1L PRO1804 PRSS33 PTTG2 RAET1E RDH12 RHOJ RNF207 S1PR3 SERPINB9 SHROOM1 SLC16A7 SLC22A12 SMIM29 SMR3B SNAI3-AS1 SOX14 SPAG5-AS1 SPATA31E1 SPP1 SPRR2C SRRM5 SSTR3 ST6GALNAC5 STPG1 SYT13 TACR2 TARP TCP11L1 TEX11 TEX46 TINAGL1 TMEM176A TMEM52B TMPRSS13 TP73 TPPP2 TRIM16L TTLL9 UNC13C UNC5A USB1 VPREB3 VWA1 WDFY3-AS2 WDR93 WFDC9 WIPF1 WNT1 WNT2B XCR1 XYLB ZBED3-AS1 ZNF488 ZNF497 ZNF641 ZNF671 ZNF710 GSE37336_LY6C_POS_VS_NEG_NAIVE_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37336_LY6C_POS_VS_NEG_NAIVE_CD4_TCELL_UP ACSS1 ADARB1 ALCAM AMBN ANO5 ANOS1 ARGLU1 ARMCX5 ARRDC4 ASB9 ATF3 ATP2B1 BCO1 BEX1 BEX2 BICDL1 C14orf132 C3orf14 C3orf49 C3orf52 CCDC14 CCN3 CD99P1 CETN2 CFAP74 CHST15 CLDN1 CLDND1 CMA1 COX17 CPT1C CRACR2A CRISPLD2 CRK CXADR CXCL1 CXCL8 CYB5D2 DCBLD2 DNAJC15 DPP8 DPY19L2P2 DYDC2 EDIL3 ENO2 ENSG00000230707 ENSG00000234352 ENSG00000255647 EPHB1 ERC1 ERVW-1 EZH1 FAM111A FAN1 FAT1 FFAR4 FGF7 FRG2EP FUT4 GATA6-AS1 GET1 GOLGA2P5 GPR158 GPR85 GPRASP1 HAUS1 HLF HYDIN IFT52 IL17RB IL1RAP IQCB1 IRS2 JPH3 KIAA1549 KIF26A KIR2DS5 KLHL29 LAMP3 LAMP5 LINC00470 LINC00665 LINC00667 LINC00839 LINC02035 LINC02995 LPGAT1 LRRC37B LRRN1 MAGEA3 MAGEA6 MAGI2-AS3 MORC1 MORF4L2-AS1 MSL3 NAA16 NALCN NELL1 NHS NLGN4Y NR2F2-AS1 NUDT16 OFD1 OLIG1 ONECUT2 PALLD PAQR9 PCCB PCDH1 PCDH19 PEX11B PIGN POLR1A PPP1R14C PRPH2 PRRX1 PTCD1 PTCHD1 PTGER4 PUDP PXDN PXYLP1 QDPR RAB11FIP5 RAB25 RAB9A RAB9B RBBP7 RCAN2 RERG RGS17 RHEB RIPK4 RNF7 RPL19 RPS10P7 SDHAP2 SEM1 SEPTIN6 SERPINI1 SFRP1 SH3PXD2A SHOX2 SLC2A1 SLC47A1 SMPX SMR3B SMS SOD1 SOHLH2 SPAG5-AS1 STAC STK24 STS SYTL2 SYTL5 TAC1 TAF4 TAMM41 TCEAL7 TEX14 TIMMDC1 TMEM108 TMEM168 TMEM178B TMEM183A TMEM200C TMEM209 TMEM42 TMSB15A TNFRSF11A TNMD TOB1-AS1 TRIB3 TXLNG UGGT2 VAMP7 VGLL3 VMA21 WDR13 WDR48 XK YTHDC2 ZNF404 ZNF416 ZNF468 ZNF529 ZNF583 ZNF610 ZNF621 ZNF655 ZNF700 ZNF83 ZNHIT3 GSE37416_0H_VS_12H_F_TULARENSIS_LVS_NEUTROPHIL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37416_0H_VS_12H_F_TULARENSIS_LVS_NEUTROPHIL_DN ABCF1 ADIPOR2 ADM AKAP10 ALKBH5 AMPD3 ANAPC16 ARL5B ARRDC2 ASCC1 ATG12 ATG2A ATP13A3 ATP1A1 ATP6V1C1 ATP6V1F AZIN1 B3GNT5 BANP BCL2A1 BCOR BNIP3L BRAF BRD4 C9orf72 CCNG2 CD63 CD83 CDC37 CDK2 CFDP1 CHD2 CHMP4A CHMP4B CIDEC CLN3 CNOT2 CNTROB CRTC2 DARS1 DDIT3 DDX41 DENND5A DIABLO DUSP3 EDEM1 EIF4A1 EIF4A3 EMC9 ENO1 EP400P1 ERMN ERO1A FBXO34 FKBP15 FTH1 FUT11 GABARAPL1 GADD45B GCFC2 GGA1 GGT1 GNA15 GNPDA1 GRINA GUK1 GZF1 HEXA HIVEP2 HMGA1 HPCAL1 HPS5 HSD17B4 IER3 IER5 IL2RG INSIG1 KANSL3 KCNAB2 KDM5B KLF10 KMT2E LAMB3 LATS2 LGALS3 LIMS3 LINC00847 LPCAT1 LSM12 MAFF MAP1LC3B MAP3K13 MAPK1IP1L MAPK6 MCOLN1 MEI1 MFAP1 MFSD12 MTCH2 MTFP1 MXI1 NAB1 NANOS3 NAPA NBEAL1 NDST2 NFKBID NFKBIE NR1D2 NUP58 OLR1 OXSM OXSR1 P4HB PATL1 PDE4B PDK1 PHC1 PHF1 PHTF1 PIK3IP1 PIP4P1 PLAUR PPCDC PPME1 PPP1R3E PRR5L PRXL2B PTGES QKI RAB21 RAB33A RAB8B RAPGEF6 RASSF5 RBPJ RELA RGL1 RIMKLA RIMKLB RNF103 RREB1 SAV1 SEC31A SERP1 SERPINB9P1 SETD5 SGF29 SGSH SGTB SIAH2 SKIL SLC15A3 SLC15A4 SLC2A3 SLC35B2 SLC3A2 SLC43A3 SNAPC1 SNN SNX8 SOD2 SPAG9 STARD8 STAT4 STX4 STX6 SUCNR1 TBC1D7 TCAF2 TENT4A TFDP1 TFRC TGIF2 TGM3 TMEM268 TMF1 TNFAIP3 TNFRSF14 TRAF3 TXNDC11 USP28 USP37 VDAC2 VEGFB VNN3P VPS18 WBP11 WDR45B WDR54 ZBTB1 ZBTB25 ZC3H12A ZC3H7A ZHX2 ZMIZ1 ZMYND15 ZNF277 ZNF395 GSE37416_0H_VS_12H_F_TULARENSIS_LVS_NEUTROPHIL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37416_0H_VS_12H_F_TULARENSIS_LVS_NEUTROPHIL_UP ABHD3 ACOX1 ACTN4 ADAM19 ADD1 ADD3 AGO4 ANKRD50 APAF1 APBB1IP ARHGAP1 ARHGAP19 ARHGAP26 ATF6 ATM ATP5F1E ATP7B BICD2 CAB39 CAMK1D CAMP CAPN1 CARD6 CASP8 CCPG1 CD33 CD46 CDS2 CERS2 CLC CLEC4C CNTNAP3B CPNE2 CREB5 CSAD CX3CR1 CYP4F3 DCBLD1 DEF8 DENND10 DENND1A DPY19L3 DPYD DSC2 DUSP1 DUSP6 DYSF EPB41 FAM117A FAM117B FAM172A FBXL5 FCGR3B FKBP9 FLOT2 GAA GCNA GEMIN7 GLUD1 GTF2H2 H2BC4 H3C1 HAUS4 HENMT1 HEXIM1 HHEX HK3 HMOX2 HSDL2 HSPA8 ICAM3 IKBIP INTS3 IPCEF1 IQGAP1 IQGAP2 IRF2BPL JAK2 JPT1 JUNB KCTD21 KIAA0319L KIF21B KIT LAMTOR4 LILRA2 LINC02910 LPCAT2 LPCAT3 LRP10 LSM2 LY75 MANSC1 MAPK1 MARCHF7 MARCHF8 MEGF6 METTL4 METTL7A MFSD14B MGRN1 MIIP MIR21 MMGT1 MNDA MPRIP MPZL1 MSRB2 MTARC1 MTM1 MVP MYO5A NDC80 NDUFB3 NHS NLRP12 NOTCH2 NRBF2 NUCB1 NUDT16 NUDT5 NUP214 PADI4 PBXIP1 PGLS PHKA2 PPP1CA PPP1R12A PRDX3 PRRG4 PTPN18 PTTG2 RAB11FIP1 RAB18 RAB3D RAB5IF RALGAPA2 RBM14 REEP5 RELL1 REX1BD RFLNB RMI1 RNF135 ROPN1L RPGR RPGRIP1 RRP12 S100A6 SELP SELPLG SLC12A9 SLC25A44 SLC8A1 SLC8B1 SMAP2 SMPD3 SPINT1 STK17B STXBP5 SULT1B1 SYNE2 TBC1D14 TBCB TBL1X THOC5 TLE4 TLR1 TMEM219 TMEM43 TOB1 TOPORS TREML2 TSPO TST TTLL12 TUBA1C UBE2D1 UBE2E3 UBR3 USP32 USP6 VCL VPS37B VPS4B WDFY4 WLS XRN2 YIPF1 YWHAB YWHAH ZBTB34 ZBTB44 ZFP36 ZMPSTE24 ZNF467 ZYG11B GSE37416_0H_VS_24H_F_TULARENSIS_LVS_NEUTROPHIL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37416_0H_VS_24H_F_TULARENSIS_LVS_NEUTROPHIL_DN ABCF1 ACP6 ADAMTS20 ADIPOR2 AKAP10 ALKBH5 ANAPC16 ARHGAP18 ARHGDIA ARL5B ASCC1 ATG12 ATP6V1C1 ATP6V1D ATP6V1F B3GNT5 BABAM2 BRAF BZW1 C16orf87 C5orf15 C7orf50 CAPN7 CBFA2T2 CCDC107 CCDC93 CCNG2 CDK2 CEP95 CFAP36 CFDP1 CHD9 CHMP4B CIDEC CISD2 CLDND1 CNOT2 CREB3 CRTC2 CRY1 CTNNAL1 CXCL2 CYFIP2 DDHD1 DDX41 DERL1 DGKA DHX40 DIABLO DLG5 DYNC2I1 EDEM1 EIF4EBP1 ELL2 ERO1A FAM50A FBXL13 FBXO34 FKBP15 FNDC3A FTH1 FUT11 G3BP2 GADD45B GADD45G GALC GALNT9 GBA3 GGTLC1 GNA15 GPAA1 GPAT4 GPBP1 GRINA GTPBP2 GUK1 HAPLN2 HCAR3 HCST HDHD5 HOOK3 HPCAL1 HPS5 HSD17B4 ICAM1 IER3 INSIG1 INTS13 ITCH ITGA7 KANSL3 KCNK5 KDM5B KMT2E LAMB3 LIF LINC00343 LINC00847 LSM12 LZTS2 MAFG MALT1 MAPK1IP1L MAPK6 MCOLN1 MEA1 MFAP1 MFSD14A MLLT6 MRGBP MTFP1 NFKBIB NFKBIE NGLY1 NPC1 NR4A1 NSMCE2 NUP58 OLR1 P2RX4 P4HB PDCD4 PDE4D PDK1 PHF23 PIK3C2B PLAGL2 PLD6 PLEKHA2 PLEKHB2 PPME1 PRXL2B PTGES QKI RAB8B RALGAPA1 RASSF5 RBKS RBPJ REL RREB1 RUNX3 RYBP SAV1 SEC22B SERP1 SETD5 SGF29 SGSH SH3BP5 SIGLEC15 SLC15A4 SLC25A16 SLC25A26 SLC2A3 SLC31A1 SLC43A3 SNHG12 SNN SPAG9 STAT4 STX4 SULF2 TAF9B TBC1D2 TBC1D22A TFDP1 TFG TGM3 TIMM8A TM9SF3 TMA16 TNFAIP3 TNFAIP8 TNFRSF1B TRAF3 TXNDC11 UBAP2 UBE2V2 UBXN4 UPF3B UQCRC2 USP28 VDAC2 VEGFB VNN3P WBP11 WDR45B XRCC2 ZBTB1 ZC3H12A ZHX2 ZMIZ1 ZNF12 ZNF267 ZNF277 ZNF292 ZNF395 ZNF665 GSE37416_0H_VS_24H_F_TULARENSIS_LVS_NEUTROPHIL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37416_0H_VS_24H_F_TULARENSIS_LVS_NEUTROPHIL_UP ABHD3 ACOX1 ACP3 ACTN4 ACTR2 ADAR ADCY10P1 ADD1 AGO4 AIF1 ALDH9A1 ANKRD50 ANTXR2 AOC3 APAF1 APBB1IP ARGLU1 ARHGAP1 ARHGAP9 ARPC2 ATP2A3 ATRX BCLAF1 BICD2 C14orf93 C1orf56 CA4 CAB39 CAMK1D CAMK2G CASP8 CCPG1 CD46 CEBPA CEP63 CFL1 CFLAR CHMP5 CREB5 CRNKL1 CSF2RB CST7 CSTA CTBP2 CX3CR1 CXorf38 CYP4F2 CYP4F3 CZIB DEF8 DENND1A DNAJA1 DPYD DSC2 DUSP12 DYNLL1 EBPL ERICH1 FAM117B FAM172A FCGR2C FES FLOT2 G6PD GAA GCA GCNA GIMAP2 GNPTAB GOLPH3 H2BC9 H3C1 HCG4B HHEX HIPK3 HMGCR HSP90AA1 HSPA8 HTATIP2 IFIT5 IL6R IMPA2 INPP4A INTS3 JUNB KAT2B KCTD21 KIF21B KLF13 KLF6 KPNA2 LAMTOR4 LILRB1 LMO4 LPCAT2 LST1 MANSC1 MAP2K6 MAP3K1 MAP7 MAPK14 MBOAT2 MBOAT7 MCL1 MEGF6 METTL7A MFSD14B MID1IP1 MIR646HG MPPE1 MPZL1 MSRB2 MTM1 MYO15B NASP NDUFB3 NFAM1 NRDC NUDT5 OAZ2 OR52K3P PABIR1 PADI4 PARVG PGLS PHF2 PHKA2 PKN2 PLIN3 PLOD1 PMF1 PPM1F PPP1CA PRCP PRR34-AS1 PSMD9 PSTPIP1 R3HDM4 RAB5IF RELL1 RFLNB RMI1 RNASET2 RNF149 RNF44 ROPN1L RPS6KA3 S100A11 SCP2 SCPEP1 SELP SF3B3 SLC8B1 SLF1 SLMAP SNX18 SOAT1 SOS2 SPAG1 SRSF11 STK17B STK38 SUOX TBC1D14 TBCB TBCC THOC5 TMEM131L TMEM272 TMEM30A TMEM45B TOPORS TPM3 TRAPPC1 TRAPPC12 TRERF1 TSPO TST TUBGCP3 TYROBP UBE2E3 UCP2 USP32 UTRN VCL WAS WDFY3 WDR13 WLS WNK1 XRN2 YIPF1 YTHDC2 ZKSCAN4 ZNF200 ZNF92 GSE37416_0H_VS_3H_F_TULARENSIS_LVS_NEUTROPHIL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37416_0H_VS_3H_F_TULARENSIS_LVS_NEUTROPHIL_DN ABCF1 ACAA1 ADM AFTPH AMPD2 ANKHD1 ANKRD11 ANKRD33B ANKS3 APOO ARF4 ARIH1 ASCC1 ATP13A3 ATP1A1 ATP6V1C1 B3GNT5 BRAF BRPF3 BZW1 C9orf72 CABLES2 CBX5 CCDC134 CCNT1 CD83 CDADC1 CDKN1A CERK CHD1 CHD4 CHMP2B CNOT2 CREB3 CTNNAL1 CXCL16 CYP51A1 CYTH3 DCAF1 DENND5A DHX36 DIABLO DNAJB11 DNTTIP2 DUSP16 DUSP2 DUSP5 DYNLT3 EAF1 EFCAB3 EIF1AX EIF4A1 ELL2 EML2 EMP3 ENO1 ETV3 EZH2 FAM209B FBXO28 FBXW7 FKBP2 FRMD4B G3BP2 GASK1A GGA1 GGT1 GGTLC1 GJB6 GNA15 GPAT4 GPATCH2L GPR65 HIVEP2 HMGA1 HPS5 HSPA13 HSPA9 IER5 IL10RA IL1R2 IL4R KANSL3 KCNH2 KIFC1 LACC1 LAMB3 LDHA LIMS3 LRRC20 MADD MAFF MAFG MAFK MAGT1 MAP2K3 MAP3K8 MAP4K4 MAPK1IP1L MAPK6 MAPKAPK2 MCM6 METTL21A MIS18A N4BP1 NABP1 NAPA NFE2L2 NFKBIA NFKBID NFKBIE NUP98 OXSM OXSR1 P4HB PDCD4 PDE2A PDE4B PDE4D PGK2 PHF19 PIK3IP1 PIK3R5 PLAUR PLEKHB2 PNPLA8 POFUT2 POLR3E PPCDC PPP2CA PRKCH PRR5L PSEN1 PTGES RAB8B RALGAPA1 RAPGEF2 RASSF5 RBKS RBM12 RGS1 RLF RNMT SEC22B SEC23B SEC31A SERP1 SERPINB9P1 SETD5 SH3D21 SIPA1L1 SLC35B2 SLC36A4 SLC43A3 SNAPC1 SNIP1 SNPH SNU13 SNX20 SOD2 SPAG4 SPHK1 SPTY2D1 STIP1 STRAP STX11 SUB1 SYNCRIP TAF13 TFDP1 TFG TFRC TGIF2 THAP9 THUMPD3-AS1 TIPARP TJAP1 TMEM170A TMEM41B TMEM88 TNF TNFAIP6 TNFRSF8 TOM1 TPI1 TRAF3IP3 TXNDC11 USP47 WDR1 WTAP YPEL5 ZBTB1 ZHX2 ZMIZ1 ZNF16 ZNF267 ZNF292 GSE37416_0H_VS_3H_F_TULARENSIS_LVS_NEUTROPHIL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37416_0H_VS_3H_F_TULARENSIS_LVS_NEUTROPHIL_UP ABHD18 ABHD3 ACAP1 ACTN4 ACTR2 ADAR ADD1 AGGF1 AMD1 APAF1 ARGLU1 ARHGAP9 ARHGEF3 ASB7 ASF1B ASH2L ATF6B ATP13A1 ATP5F1E BAG4 BRI3BP C21orf91 C2CD2L C2orf68 CAMK2G CAPN1 CAPRIN2 CARD6 CASP2 CCDC126 CCNJL CCP110 CD300LF CD33 CEP19 CEP85L CERS2 CIAO2A CISH CMTM7 CNOT3 COPS7A CSNK2A1 CSTA CTBP2 CXorf38 CYB5R4 CYBA CYBC1 DDX46 DEF8 DHRS9 DPEP2 DSN1 DUSP12 EPB41 FAM200B FAM219A FBXL20 FBXL4 FCGR3B FES FEZ2 FKBP9 FNTB FRY FYB1 GAB1 GEMIN7 GIGYF2 GIMAP2 GIMAP4 GNAQ GPR155 GRAMD1C H2AC6 HACD4 HADHA HAUS3 HDAC5 HENMT1 HIPK2 HK3 HTATIP2 IFT25 ING1 INO80E IPCEF1 JAK2 JAML KCTD18 LAMTOR1 LIN37 LNPEP LSM2 LUC7L3 MALSU1 MAP3K1 MARK2 MAU2 MBOAT1 MED25 MINDY1 MIR21 MNDA MPPE1 MPZL1 MRPL44 MSRB2 MTM1 MVP NASP NBR2 NDC80 NDUFB1 NFS1 NMNAT1 NPTN NRDC NRF1 NSFL1C NT5C3A NUDT16 NUDT5 OSBPL8 OTULINL OXR1 PCNP PDCD6IP PGLS PGLYRP1 PLGRKT PNISR PRPF4B PSMF1 PTTG2 PYGL R3HDM2 R3HDM4 RAB18 RAB7A RABGAP1L RAMAC RBM6 RCBTB2 RECQL RMI1 RNASET2 RNF123 RNF34 RNF6 RPAP3 SCAMP1 SHISA5 SLC25A44 SLC35A1 SMAP2 SMARCC2 SMARCD2 SNAP23 SNORA28 SNRNP70 SNX11 SNX2 SRSF4 STRADA STX10 SUOX SUPT16H TATDN3 TBC1D20 TBC1D22A TIGD3 TM2D1 TM7SF3 TMCC1 TMEM250 TMEM69 TMX1 TRAPPC1 TRAPPC2 TSC1 TSHZ3 TST TTC9C UBE2D1 UBE2R2 UBE3B UHMK1 UPF2 VPS26B WRAP73 XPO1 YPEL3 ZNF324 ZNF443 ZNF468 ZNF652 GSE37416_0H_VS_48H_F_TULARENSIS_LVS_NEUTROPHIL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37416_0H_VS_48H_F_TULARENSIS_LVS_NEUTROPHIL_DN ABCA1 ABCF1 ACP5 ACP6 ACVR1B ADIPOR2 ADM AKAP10 ALDOA ALKBH5 ANAPC16 APBA3 ARL5B ARMCX2 ARMCX3 ASCC1 ATP6V1C1 ATP6V1F ATP9A BCL2L2 BMPR1A BZW1 C3 C7orf50 CALR CANX CAPN12 CATSPERG CCDC68 CCDC93 CCR5 CD300A CEP95 CFDP1 CHMP2B CLDND1 CLK3 COPRS COX20 CREG1 CRY1 CST8 CXCL2 CXorf65 CYC1 DARS1 DDIT3 DDX41 DIABLO DNAJB9 DTNBP1 DVL2 DYNC2I1 EDEM1 EFNA3 EIF4B EIF4EBP1 ERO1A F11 FAM162A FAM50A FAP FBXO42 FUT11 G3BP2 GADD45B GCHFR GNAI1 GNL1 GPAA1 GPR108 GTF2H3 GUK1 HEXA HIVEP2 HMG20B HMGXB4 HPCAL1 HSPA13 ICAM1 INSM1 INTS13 ITCH ITPR1 JMY KANSL3 KIAA1143 LGALS8 LINC00847 LPCAT1 LRRC1 LSM12 M6PR MAFF MAFG MAP3K13 MAPK6 MCOLN1 MDM4 MGARP MGAT1 MGAT3 MIR9-1HG MLLT6 MTCH2 MTFP1 MTMR4 NACA4P NBEAL1 NDRG1 NFKBIB NFKBIE NGLY1 NSMCE2 NUP58 P2RX4 P4HB PDE4D PDK1 PFKL PIK3C2B PINX1 PLCXD1 PLEKHB2 POLR2J4 PPP1R15A PPP2R5B PRKCH PSMA6 RAMP2-AS1 RASSF7 RBAK RBPJ REL RIMKLB RIOK3 RPL10L RYBP SAP30 SAV1 SEC22B SETDB2 SF3A1 SGF29 SGPP2 SH3BP5 SIGLEC11 SLAMF7 SLC36A4 SLC3A2 SLC43A3 SNHG12 SNPH SNX8 SOD2 SPAG5-AS1 SPHK1 SRRM1 ST13 STX4 SULF2 TANC2 TENT5A TFRC TGFBR1 TGM3 THOC1 TJAP1 TKTL1 TMEM214 TNFRSF14 TNFRSF14-AS1 TNFRSF1B TNFRSF8 TPI1 TPT1 TPT1-AS1 TRAF1 TRPT1 TXNDC11 UAP1 UBAP2 UBE2F UBE2V2 USP28 VAT1 VEGFB VPS37A WDR54 WDR91 XBP1 XPNPEP1 ZBTB1 ZC3H7B ZFP62 GSE37416_0H_VS_48H_F_TULARENSIS_LVS_NEUTROPHIL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37416_0H_VS_48H_F_TULARENSIS_LVS_NEUTROPHIL_UP ACAP1 ACSL1 ADCY10P1 AGPAT1 AIM2 ALDH9A1 ANKRD50 APBB1IP APOBEC3G ARHGAP19 ARHGAP9 ARID4B ARIH2 ARPC2 ARRDC1 ATF6 BCR C21orf91 CAB39 CAMK1D CAMP CARD6 CARHSP1 CCDC186 CD33 CEACAM3 CHPT1 CMTM3 CNN2 CNPY3 CREB5 CRISPLD2 CRLF3 CSF3R CST7 CX3CR1 CXorf38 CYP4F2 CYP4F3 DCTN3 DCTN4 DHRS12 DSC2 EIF4E3 EML3 EVI5 FAM117A FAM117B FAM8A1 FCGR3B FHIP2A FYB1 GAA GALNT3 GCNA GIMAP2 GLUD1 GMIP GOLM2 GPAT3 GRAMD1C HERC1 HIRA HYCC2 IDS IFIT5 IL6R INPP1 INTS3 ITGB2 ITGB2-AS1 JAK2 JUNB KCTD21 KDM3B KLHL2 KPNA2 LBR LCLAT1 LCP1 LGALS9 LILRB3 LIMK2 LMBRD1 LRP10 LYPLA1 MAP3K1 MAU2 MED23 MEGF9 METTL4 MICAL2 MPRIP MSL1 MSRA MSRB2 MTM1 NAIP NASP NDC80 NFAM1 NFS1 NHS NLRX1 NOTCH2 NRBF2 NT5C3A NUDT5 OASL OAZ2 OTULINL PADI2 PGLS PHF2 PHF20L1 PKN2 PLCB2 PLGRKT PLIN5 PPP1R12A PPP2R5C PRCP PRKDC PRPF18 PTTG2 PXN PYGL R3HDM4 RAMAC RASA1 RBMXL1 RC3H1 RCAN1 RELL1 RFC2 RFX1 RFX2 RNF149 RNF167 RNF44 RNF6 ROPN1L RUNX2 S100A8 S1PR4 SAMD9 SCAP SCO2 SCPEP1 SDC2 SEC11A SELP SH3BGRL SHKBP1 SIRPD SLC8A1 SMAP2 SNAP23 SNORA28 SNX18 SNX2 SRP9 STK17B STK38 SYNE1 TACC1 TAPBP TAPT1 TBC1D14 TBL1X THOC5 TIMP2 TMEM121B TMEM272 TMEM45B TMEM50A TMEM65 TNFAIP8L2 TOPBP1 TOPORS TOR1AIP1 TRAPPC6B TSPO TUBA3D TYROBP UBA3 UBR2 UBXN2B VPS13C WDTC1 WIPF1 XKR8 ZBP1 ZBTB38 ZC3HAV1 ZKSCAN4 ZNF92 GSE37416_0H_VS_6H_F_TULARENSIS_LVS_NEUTROPHIL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37416_0H_VS_6H_F_TULARENSIS_LVS_NEUTROPHIL_DN ABCF1 ADIPOR2 ADM AFTPH AGO2 ARMCX3 ATP13A3 ATP1A1 ATXN2L AZIN1 B3GNT5 BANP BCL2A1 BHLHE40 BID BMP6 BORCS5 BRAF BRD4 BRPF3 BZW1 C12orf42 CBX5 CCNH CD83 CDK17 CDKN1A CERK CHD2 CHMP4A CHMP4B CLPTM1L CREB3 CRTC2 CUX1 CXCL16 CYB5D1 CYLD DDX41 DENND5A DIABLO DNAJA2 DOCK4 DUSP2 DYNLT3 EAF1 EDEM1 EFNA3 EIF2S3 ELL2 ENO1 ENTPD4 ERMN ETV3 FAM162A FBN1 FBRSL1 FBXO34 FKBP2 FNDC3B FRMD4B FUT11 G3BP2 GADD45G GAPDH GGT1 GGTLC1 GINS4 GNA15 GNG2 GPAT4 GPATCH2L GPR65 GPR84 GTPBP1 GUK1 GZF1 HDHD5 HMGA1 HMGXB3 HPS5 ICAM1 IDH2 IER3 IER5 IL10RA IL4R INSIG1 IPPK IVNS1ABP KANSL3 KCNH2 KDM3A KLF10 LAMB3 LATS2 MADD MAFF MAP2K1 MAP2K3 MAP3K13 MAPK6 MAPKAPK2 MED14 MEPCE MFAP1 MIR23AHG MIR9-1HG NANOS3 NBEAL1 NCOR2 NEDD9 NFKB1 NFKBIA NFKBIE NINJ1 NOTCH4 NUP58 OLR1 OXSM OXSR1 P4HA1 PABPC1 PDE4B PDK1 PDLIM7 PHF1 PHF20 PIK3IP1 PIK3R5 PKM PLAUR PPCDC PPP1R14B PRKAG2-AS2 PRKCI PRR5L PSMA6 PTP4A2 PTPN7 RAB33A RAB5A RAB5C RASSF5 RASSF7 RBPJ RHCE RILPL2 RIMKLA RLF RNF103 RUNX3 SAMD4B SAMSN1 SAR1B SERP1 SERPINB9P1 SH3D21 SIK2 SIPA1L1 SLC16A3 SLC2A3 SLC35B2 SLC36A4 SLC3A2 SLC43A3 SNAPC1 SNN SNX20 SOD2 SPAG4 SPAG9 SPHK1 SQSTM1 SRA1 SRGN STAT4 STX4 STX6 TENT4A TFRC TGIF2 TIPARP TMEM41B TNF TNFAIP6 TOM1 TOP2B TRAK1 TRIM39 TXNDC11 ZBTB1 ZBTB25 ZHX2 ZMIZ1 ZNF267 ZNF277 ZNF292 GSE37416_0H_VS_6H_F_TULARENSIS_LVS_NEUTROPHIL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37416_0H_VS_6H_F_TULARENSIS_LVS_NEUTROPHIL_UP ABHD18 ACAP2 ACTN4 ADAM19 AIF1 ALG6 ANKRD44 APAF1 APBB1IP ARGLU1 ARHGAP1 ARHGAP9 ARL6IP6 ARSA ATF6 ATM ATP13A1 ATP5F1E BICD2 BIN2 BTN3A1 C14orf93 C1RL C2CD2L CAPN1 CAPRIN2 CARHSP1 CASP2 CCDC125 CCDC126 CCNJL CCPG1 CD33 CD46 CEBPD CEP43 CHAC2 CIAO2A CLEC4C CMTM7 COP1 CREB5 CSAD CSNK1G3 CSNK2A1 CX3CR1 CXXC1 CZIB DBI DEF8 DERA DOP1B DPEP3 DPY19L3 DSN1 DUSP12 EIF3A EIF4E3 EPS15 EVI5 EXOC6 FAM8A1 FBXL5 FCGR2C FCGR3B FCGRT FCHO2 FDFT1 FYB1 GAA GAB1 GCA GCNA GLUD1 GNL3L GRAMD1C H2BC4 H2BC9 HIPK3 HK3 HSD17B11 HSPA8 ICAM3 IMPA2 INO80E INPP5B INTS3 IRAG1 ITGAL ITM2B ITPR2 JAK2 KCTD21 KIAA0040 KIZ KLHL8 LIN37 LMF2 LPCAT2 LRP10 MANSC1 MAP3K1 MAP3K3 MCL1 MEGF6 METTL7A MFSD14B MIR21 MMP25 MPPE1 MPZL1 MSL3 MSRB2 MTM1 MVP NASP NBR2 NCKAP1L NCOR1 NDUFB1 NDUFB3 NELFA NF1 NHS NRBF2 NRDC NSFL1C NUDT5 PARVG PHB2 PHKA2 PIP4P2 PSMF1 PTOV1 PTPN18 PTRH2 PYGL RABAC1 RAP1GAP2 RASA1 RCBTB1 RESF1 RFNG RMI1 RNASET2 RNF123 RNF135 RNF169 RPGRIP1 RPS6KA3 SCAMP1 SEC23A SECTM1 SGPP1 SIN3B SLC12A9 SLC25A44 SLC35A1 SLC8A1 SLC8B1 SLF1 SMC1A SMIM20 SORT1 SPINT1 STK38 STX3 SULT1B1 TBC1D1 TBCB TCP11L2 TLE4 TMEM272 TPM3 TPST2 TRAPPC1 TRERF1 TRIM24 TSC1 TSPAN2 TSPO TUBA1C TUBGCP3 UBE2D1 UBR3 USP32 USP48 USP6 VCL VPS26B WDFY3 XRN2 YWHAH ZMPSTE24 ZNF516 ZNF787 ZNF92 ZYG11B GSE37416_12H_VS_24H_F_TULARENSIS_LVS_NEUTROPHIL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37416_12H_VS_24H_F_TULARENSIS_LVS_NEUTROPHIL_DN ABCA5 ABCC3 ACAT2 ADAMTS20 ADH1C AKAP10 AKIRIN2 AP1AR AP3S1 ARHGAP26 ARID3B ASAH1 ATP2B1 ATP6AP1 ATP6V0C ATP6V0E1 ATP6V1E1 BICDL2 BRI3 C7orf50 CAST CBFA2T2 CCL28 CD300A CD63 CDKL3 CEPT1 CERT1 CFDP1 CGAS CHMP2B CKS1B CLCN7 CLN3 COLEC12 COX5A COX7A2L CRY1 CTBP1-AS CXCL11 CYSTM1 DENND1A DERL1 DRAM2 DTNBP1 DVL2 EDEM1 EIF1B ENSG00000267665 EPB41 EPG5 FAM13A FAM50A FCGR2B FCRL4 FCRLB FIG4 FNDC3A FNIP2 FUT11 GABARAP GBE1 GDI1 GDNF GLCE GNPDA1 GNPTG GNS GPI GPR158 HCAR3 HDAC6 HERC4 HEXA HEXB HIBADH HIPK2 HSD17B4 IGF2R IKZF3 IL18BP IL5RA KLHL36 LAMP2 LEP LILRA2 LINC00847 LINC01165 LONP1 LRP4 LRRC42 M6PR MEA1 MFSD14A MIF MKRN2 MOSPD1 MROH1 MXI1 NACA4P NAP1L1 NBPF1 NISCH NPC2 NPL NPTN NSMCE2 NTAN1 NUMA1 OPLAH ORAI3 OTUD3 PABPC4L PABPN1 PAG1 PARP6 PDCD7 PHAF1 PHC1 PHF1 PIK3C2B PIK3CB PIK3IP1 PLCXD1 PNISR POLR1E POU2F1 POU3F2 PPARA PPFIA4 PPP6R2 PRPF8 PRXL2B PTMA RAB7A RBM28 RBPJ RHEB RIMOC1 RNASEK RPS6KA2 RRAGC RRAGD SAFB2 SAP30 SEC61A2 SGSH SGTB SLC25A26 SLC25A29 SLC26A11 SLC31A1 SMAD2 SMARCC2 SMDT1 SMG1 SNAP29 SNAPC1 SNHG6 SNX3 SP2 ST13 SUZ12P1 SYNE3 TBC1D2 TBCA TBXT TMA16 TMC6 TMEM140 TMEM144 TMEM267 TMUB2 TNFAIP8 TNFRSF14 TOLLIP TPST2 TRAPPC2L TRPM7 UBE2D2 UBE2V2 UBL7 UMOD USP22 VAC14 VPS37A ZBTB20 ZBTB25 ZEB2 ZFAND4 ZFP62 ZMYM3 ZNF280B ZNF395 ZNF702P ZSCAN22 GSE37416_12H_VS_24H_F_TULARENSIS_LVS_NEUTROPHIL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37416_12H_VS_24H_F_TULARENSIS_LVS_NEUTROPHIL_UP ABCC5 ABHD16A ACAA1 ADAM19 ADAM8 ADGRE2 ADGRG3 ADNP2 AMPD2 ANPEP ARAF ARAP3 ATOSB ATP2A3 ATRN BANP BCL11A BCOR BICRAL BOD1L1 BORCS5 C1orf162 C5orf64 CAB39 CD44 CD53 CD93 CDC37 CERS4 CHUK CLIC1 CLTB CNOT10 CNOT6L COL17A1 COQ2 CRISPLD2 CST3 CTSH CTSS CUX1 CXCL16 DBN1 DBNL DDAH2 DDX27 DGAT2 DHCR7 DHRSX DNAJA1 DSE DUSP1 DYSF ECE1 EFHD2 EIF2AK2 ELF2 ELF4 ETV6 FADD FCHO2 FGR FHOD1 FLT1 FRYL G6PD GATAD2A GMFB GNAI3 GNMT GPR35 H3-3B HAUS4 HELZ2 HIGD1A HPSE HSH2D ICAM3 IER2 IFIT5 IFNAR1 IL4R INPP4A IPO7 ITGB4 ITPR2 JDP2 KCTD20 KPNA2 LGALSL LIMD2 LIMK2 LINC00324 LRRC75A MAML3 MAP3K14 MARCKSL1 MCEMP1 MCL1 METTL22 MFN2 MIR23AHG MT1E MX1 MX2 MYD88 MYH9 NAB1 NCKAP5L NFKB1 NINJ2 NLRC4 NOP10 NUB1 NUDT3 NXT1 OASL ORAI1 P2RY2 PDCD4-AS1 PDE4B PDE7A PDLIM7 PLCG2 PLCL2 PLOD1 PML PPM1M PPP3CA PPP4R3A PRELID1 PRKAA1 PRR7 PXN QSOX1 R3HDM4 RAB11FIP4 RAB8A RASGRP4 RASSF5 RGS19 RGS3 RHOF RIGI RNF168 RNF19B RRM2B RUNX1 S100A4 S100A6 SASH3 SDC2 SELL SERPINB1 SERPINB9 SETD1B SH2B3 SIPA1L1 SLC22A4 SLC39A13 SLC40A1 SLC43A2 SP110 SPAG1 SPI1 SQOR SRXN1 SSH2 STIM2 STX11 STX6 SUPT4H1 TACC1 TACC3 TAOK3 TATDN2 TGIF2 TLE4 TM6SF1 TMEM127 TMEM248 TNFSF13B TNRC18 TPM3 TRAK1 TREX1 TRIM26 USB1 USP7 UTRN VAV3 VEZF1 XPC YTHDC2 ZBED1 ZC3HAV1 ZFP36L2 ZNF276 ZSWIM6 GSE37416_12H_VS_48H_F_TULARENSIS_LVS_NEUTROPHIL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37416_12H_VS_48H_F_TULARENSIS_LVS_NEUTROPHIL_DN ABHD14B ACAT2 ALG14 ANKRD34A AOPEP AP1AR AP3S1 ARMCX2 AS3MT ASB10 ATP13A3-DT ATP2B1-AS1 ATP6V1E2 ATP8B1 BHLHE40 BRI3 C12orf60 C7orf50 CAPN12 CAVIN1 CCDC15 CCDC18-AS1 CCR5 CDK13 CDKL3 CFAP157 CKS1B CLCN7 CNNM2 COMMD4 CRKL CXorf65 CYC1 CYP3A4 DBI DENND1A DENND2D DHRS9 DNAAF10 DOK2 DPH6 DPPA4 DUXAP10 DVL2 DYRK2 EFEMP2 EIF1B ESPNL EVL FABP5 FAM13A FAM161B FAM50A FBXW12 FCGR2B FCRLB FHDC1 FKBP4 FKBP6P2 FNIP2 FUT11 GAS2L3 GBE1 GNPTG GOLGA8H GPATCH1 GPI GTF2H3 HAUS5 HECTD1 HEXB HMGCS2 HSD17B4 IGHMBP2 IL18BP IL5RA INTS7 ITGB3BP KAT14 KAT6B KCNA3 KHDRBS2 KHDRBS3 KLHL21 KLHL36 KRBA2 KRTAP4-2 LEP LINC00685 LINC00847 LL22NC03-63E9.3 LONP1 LPAL2 LRRC1 LRRC39 M6PR MARVELD2 MFAP5 MIR9-1HG MYRFL MZT2A NACA4P NAP1L1 NBPF1 NISCH NPC2 NPIPA1 NTAN1 NUMBL NUPR1 OSER1-DT OXSM PAAF1 PARP6 PCDHGA4 PDE4C PDK4 PHC1 PIK3C2B PIK3CB PKD1P1 PKD1P6 PLA2G7 PLCXD1 PLD3 PLPP1 PMCHL1 POLR1E POLR2A POU3F2 PPARA PRICKLE1 PRSS33 PTMA RAD21-AS1 RNF13 RPL12 RPL14 RPL35A RPL38 RPS10 RPS10P5 RPS25 RPS28 SBF2-AS1 SBNO1 SEMG1 SETDB2 SGSH SLC22A3 SLC26A11 SLC28A3 SMDT1 SMG1P5 SNAPC1 SNHG6 SPAG5-AS1 ST13 STAG3L1 STMN1 STRADB SUCNR1 SYNM TAF9B TFAP2A TLCD4 TMC6 TMEM214 TNFRSF14 TNFRSF14-AS1 TPST2 TRAPPC2L TSR3 TUBAL3 UACA UBC UBE2D2 UBXN2A USP22 VAC14 VAT1 ZBTB25 ZBTB5 ZFP62 ZMYM3 ZNF160 ZNF208 ZNF395 ZNF813 ZSCAN30 GSE37416_12H_VS_48H_F_TULARENSIS_LVS_NEUTROPHIL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37416_12H_VS_48H_F_TULARENSIS_LVS_NEUTROPHIL_UP ABRAXAS1 ACAA1 ADAM8 ADGRE5 ARAP3 AREL1 ARHGAP4 ARIH2 ATOSB ATP10D ATP2B4 AZIN1 BANP BICRAL C1orf162 C2orf49 CAB39 CALM2 CBFB CD58 CDADC1 CDK17 CDKN2AIP CEACAM3 CHIC2 CLIP1 CLTB CNOT6 CNOT6L CNPY3 COP1 COQ2 CREM CRISPLD2 CRTC2 CUL4B CUX1 CYLD DEF6 DNAJA2 DR1 DSE DUSP1 DYNLT1 ECE1 ELF4 ERGIC1 F11R FAM8A1 FHOD1 FRYL GALNT1 GIMAP4 GK3 GMIP GNMT GOLM2 GRIPAP1 HARS2 HCK HCST HERC5 HIGD1A HIRA IFNAR1 IL4R IMPA2 INPP1 INPP4A IRF9 ISG20 JDP2 KCTD20 KPNA3 L3MBTL3 LAT2 LATS2 LCP1 LGALS9 LGALSL LIMK2 LPGAT1 LRP10 LRRC75A LYSMD2 MANSC1 MAP1LC3A MAP2K3 MAP3K1 MAP3K14 MAPK1 MAPK1IP1L MAPKAPK2 MAPRE1 MAX MBD4 MCEMP1 MED21 MIR21 MIR23AHG MLF2 MT1HL1 MX1 MX2 MYH11 MYH9 NAB1 NBR1 NFKB1 NFKBID NFKBIE NHSL2 OASL OLR1 OSBPL11 OSBPL9 P2RY2 PADI2 PDE7A PDLIM7 PHTF1 PILRA PLCL2 PLEKHM1 PLPPR2 PPM1D PPM1M PPP1R12A PSME4 PTGES PTS R3HDM4 RAB11FIP4 RAB21 RASGRP4 RASSF5 RELT RHOF RPS6KA5 SAMD9 SASH3 SERPINB1 SERPINB9 SERTAD3 SIPA1 SIPA1L1 SIRPA SKIL SLC19A2 SLC35B2 SMAD4 SMURF1 SNX10 SNX18 SP100 SP110 SPAG1 SPAST SPI1 SRXN1 STIM2 STK38 STK38L STK40 STRN3 STX6 SUPT4H1 TAB2 TACC1 TAOK3 TAPT1 TBC1D30 TGIF2 TIA1 TLR4 TM6SF1 TMEM167B TMX4 TNFRSF1A TNFSF13B TOP1 TOP2B TOR1AIP1 TYROBP UBE2W USB1 VAV3 WDR26 XKR8 YPEL5 YTHDC2 ZC3H12A ZMYND15 ZNF131 ZNF277 ZNF410 ZNF641 ZNF710 ZSWIM6 GSE37416_CTRL_VS_0H_F_TULARENSIS_LVS_NEUTROPHIL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37416_CTRL_VS_0H_F_TULARENSIS_LVS_NEUTROPHIL_DN ADAD1 ADAMTS2 AGAP3 ANGPTL1 ANKEF1 ANKRD18A ANO8 ARHGAP11A ARL2 ARSL ASB4 ATP1A4 AXL BASP1-AS1 C11orf65 C14orf180 C17orf50 C2CD6 C5orf46 CACNA1G CALN1 CCDC122 CCDC42 CCDC86 CCIN CCK CCT6B CD46 CDH16 CECR2 CERS3 CFHR3 CHRM3 CNTFR COL12A1 COX6B2 CRYBA1 CSMD2 CTSLP8 CXCL3 DAZL DBF4B DCD DDX53 DGCR5 DISP3 DLG2 DLG5 DLGAP1 DLGAP2-AS1 DNAH17-AS1 DNAI4 DUSP4 EARS2 EBF3 ENPP7 ESPN FAM169BP FAM83F FDPSP2 FILIP1L FLT4 FNDC11 GPD1 GPRC5D-AS1 GPX5 GSTA1 H1-5 HHLA3 HMHB1 IFRD2 IGFBPL1 JAKMIP1 JPH1 KCNA1 KCNMB4 KIF9-AS1 KLK14 KLK8 LENEP LINC00205 LINC00240 LINC00330 LINC00421 LINC00943 LINC01095 LINC01121 LINC01141 LINC01550 LINC02907 LINC02995 LIX1 LMTK3 LOC574538 LRRC66 LRRCC1 LSM11 LY6E-DT MAGI1-IT1 MAP3K10 MAP4K3-DT MATN1 MID2 MIR124-2HG MIR4500HG MMP24 MNDA MRTFB MTA3 MTX2 NALT1 NFIA NOPCHAP1 NPHP1 NPR1 NSMCE1-DT NTN4 NUAK1 NXF5 ODAM OLFM1 OR2M4 OR3A1 ORC1 OSMR PALD1 PARM1 PDP2 PIGO PIWIL2 PLA2R1 PLXNB3 PRAC2 PRAP1 PRSS50 RAB11FIP3 RAP1A RAPH1 RBM15B RFPL3 RGS2 RIPPLY3 RNASE11-AS1 SELL SERPINB3 SERTM1 SETMAR SEZ6L SF3A2 SLC10A7 SLC1A7 SLC25A48-AS1 SLC45A1 SLC52A1 SLC7A10 SLITRK1 SLU7 SMC5-DT SMTNL1 SNORD123 SOX7 SOX8 SSU72L6 SSX7 STXBP6 SUB1 TAS2R41 TBC1D12 TBC1D22A-AS1 TCF21 TCTN3 TEX10 TGFB3 TMEM14A TMEM196 TMEM266 TMEM54 TPO TRHDE-AS1 TRPC2 USP30-AS1 VSTM2A-OT1 VWA5B1 XRRA1 ZNF528 ZNF529 ZNF549 ZNF785 ZNF876P GSE37416_CTRL_VS_0H_F_TULARENSIS_LVS_NEUTROPHIL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37416_CTRL_VS_0H_F_TULARENSIS_LVS_NEUTROPHIL_UP AASS ABCB11 ACOT7 ADAMTSL2 AGXT AKAP10 ANKRD17 ANKS3 ARMC6 ATAD2B B3GLCT B3GNT3 B4GALT2 BOC BUB1B C16orf78 C1QB C1orf220 C20orf202 C6orf132 CA6 CADM4 CAPN14 CARMN CASC22 CCDC77 CDH7 CDIN1 CDK9 CEMIP2 CHKB CLASP1 CLDN8 CLPTM1 CMKLR1 CNN3 CNOT9 CNTLN CNTROB COL28A1 COPA COPG1 CR2 CST1 CTRL CWH43 CYP2F1 DCAF15 DDX4 DDX54 DHX35 DRC3 EBLN2 EIF5 ELMO3 EML2 EPN1 EXOSC4 F2RL2 FBXO15 FFAR2 FGF17 FKBP9 GANAB GARIN5B GEN1 GLIS3 GNL3LP1 GPR88 GREP1 GRID1-AS1 GRM8 GSK3B HCST HIF1AN HOXB7 HOXB8 HS6ST3 HSD17B2 HYAL6P ICAM3 ICAM4 IFNK IL1A IL34 INSYN2A IQGAP1 KANSL3 KCNA6 KCNH5 KCNH8 KLF8 LCOR LEKR1 LINC00311 LINC00320 LINC02877 LONP2 LUC7L2 LY6G6E MAGEA8 MAP1LC3C MAP3K15 MFSD3 MGAT4C MGAT5B MIA MLXIPL MNX1 MRO MS4A5 MSL1 MT1E MTTP MX2 NCS1 NF1 NFIC NFX1 NIPSNAP1 NKX6-2 NMNAT1 NMRK2 NOTCH1 NPEPPSP1 NRCAM OR1C1 PABIR1 PCBD1 PCDHB15 PEX5 PGAP1 PHF2 PIM1 PKD1L1 PKHD1L1 PNMA2 POMC PPIP5K1 PPP1R10 PRKAG2-AS2 PRSS22 PSD PTRH1 RAD54L2 RBAKDN RELN RNF212 RPE65 RPL23AP53 RPP25 RPS16P5 RTKN2 RTL10 SAMD4B SCUBE1 SIRT5 SLC50A1 SLC6A20 SMARCD1 SMIM17 SMIM32 SNRNP40 SPACA6 SPATA25 SPOCK3 SRRT STRN STX5 SUPT6H TADA3 TEX26-AS1 TMCC3 TOMM40 TRBV7-3 TRIM64EP TRIP6 TTC9B UBASH3A UNKL UPB1 UPF1 USP26 VMO1 VRK3 VWA3B WDR97 ZNF530 ZNRF2P1 GSE37416_CTRL_VS_12H_F_TULARENSIS_LVS_NEUTROPHIL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37416_CTRL_VS_12H_F_TULARENSIS_LVS_NEUTROPHIL_DN ADAM17 AK2 AKAP10 ALDOA ALKBH5 ALOX12B AMPD3 ARHGDIA ASCC1 ATG9A B4GALT5 BCL2A1 BMT2 BNIP3L C17orf49 C4orf3 CA11 CARD19 CCIN CEBPB CFAP36 CFDP1 CHMP4B CLN3 CNOT1 COX20 CRTC2 CSRNP1 CYC1 CYSTM1 DARS1 DDIT3 DDX41 DDX50 DERL1 DOCK3 DUSP3 EDEM1 EIF4A3 ELF4 ENO1 EPOP ERO1A ESCO1 ETV5 EXOSC4 FAM13A FAM162A FAM210A FCRLB FFAR3 FKBP15 FKBP2 FUT11 G0S2 GNA15 GPAT4 GPI GPR12 GRAMD1A GRINA GUK1 GYS1 GZF1 H2BC13 HK2 HPCAL1 HPS5 ICAM1 IFNGR2 IL18BP IL4I1 INTS13 JMJD6 KCTD11 KDM3A KDM4B KDM4C KMT2E LGALS8 LIMS3 LOC154761 LONP1 LRRC73 LSM12 MAP2K1 MAP2K3 MAPK1IP1L MEA1 MFAP1 MFSD12 MGARP MORF4L2 MRGBP MTFP1 MXI1 MYNN NARF NEPRO NFKBIE NFKBIZ NFXL1 NINJ1 NOD2 NR4A1 NTMT1 NUP58 NXF1 NXT1 OPA3 ORC1 OSM OXSM OXSR1 P4HB PARP6 PATL1 PDK1 PDXK PER1 PHACTR1 PHC2 PHF1 PHF21A PIGA PIK3CB PIK3IP1 PKD2 PKM PPP1R14B PPP1R15A PRICKLE3 PSMA6 RAB21 RAB33A RAB8B RBM8A RELA RELT RHBDF2 RIMKLA RLF RNF181 RNF227 RNMT RTL8C SAP30 SBF2 SERPINE1 SERTAD2 SERTAD3 SGF29 SH3D21 SLC25A26 SLC31A1 SLC3A2 SLC43A3 SNAPC1 SNX20 SPP1 SQOR SRSF3 TAS2R1 TBC1D10A TBC1D2 TBC1D22A TCAF2 TERF2IP THAP8 TMEM231 TMEM248 TMEM91 TNFAIP3 TNFAIP8 TNFRSF1B TNFRSF8 TNIP1 TPI1 TSPAN14 UBE2V2 UFSP2 UGP2 USP28 USP37 VDAC2 VEGFB VGLL4 VPS18 WDR45B WDR54 WDR64 YEATS2 ZBTB25 ZC3H12A ZNF12 ZNF292 ZNF395 ZNF654 GSE37416_CTRL_VS_12H_F_TULARENSIS_LVS_NEUTROPHIL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37416_CTRL_VS_12H_F_TULARENSIS_LVS_NEUTROPHIL_UP ABCC5 ABHD13 ACP3 ACTL6A ADAM19 ADD1 ADD3 ADI1 AGO4 ANAPC13 ARHGAP1 ARHGEF6 ATG2B BICD2 BRAT1 BRI3BP BTBD6 CA4 CAMSAP1 CASP3 CASP8 CBX3P2 CCDC69 CCM2 CCN3 CCNY CD46 CDK6 CERS2 CHMP1B CHST14 CLPTM1 CREB5 CRLF3 CTSS CUL3 CXCL6 DDX28 DEF8 DGCR2 DPEP2 DPY30 EIF3K EPB41 ERP27 FAM117B FAM174A FAM8A1 FAR1 FRAT2 G6PD GABPB1-AS1 GALNT10 GIMAP4 GIMAP8 GMCL1 H2AZ1 HAUS4 HDAC1 HECTD3 HENMT1 HERC1 HHEX HMOX2 HNRNPUL1 HSD17B12 HSPA8 HVCN1 ICAM3 IGF2R IMPACT IQGAP2 IRF2BPL KCTD12 KIAA0040 KIT LCLAT1 LIMD2 LINC02910 LPGAT1 LRP10 LRRC57 LRRK1 LY75 MANSC1 MAP3K14 MAP3K5 MARCHF7 MARCHF8 MAT2B MBTD1 MED13L METTL7A MICALL1 MIR21 MLXIP MMGT1 MNDA MPPE1 MPZL1 MSRB1 MSRB2 MTURN MYO5A NCBP2AS2 NCOA4 NFATC3 NHS NLK NTAN1 NUB1 NUDT16L1 NUP50 OGFRL1 ORAI2 P2RY10 PAXIP1-DT PCNA PDE3B PEX12 PKN2 PPM1F PPP1CA PPP6C PRIMPOL PSMA3 PSMB6 PXN RAB11FIP1 RAB3D RABGAP1L RETREG3 RFLNB RGS18 RIC8A RMI1 RNF114 RPGRIP1 RTL10 SDC2 SELPLG SLC25A28 SLC30A1 SLC40A1 SLC66A3 SLC8B1 SMAP2 SNX18 SOCS7 SPIDR ST6GAL1 STK17B STK4 STMN3 STRAP STXBP5 TACC1 TAX1BP3 TBC1D13 TBC1D14 TBCC TBL1X TESMIN TGFBR2 TIGD3 TLR1 TMCC1 TMX4 TNFSF13B TOPORS TP53INP1 TRIM27 TRIM41 TUBA1A UBE3C UBE4B UCP2 UGGT1 UPF2 VCL VCP VPS36 VPS4B WAS WASF2 WDR1 XRN2 YPEL2 ZBTB44 ZC3H13 ZFP36L2 ZMAT3 ZMPSTE24 ZNF217 ZNRF2 GSE37416_CTRL_VS_24H_F_TULARENSIS_LVS_NEUTROPHIL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37416_CTRL_VS_24H_F_TULARENSIS_LVS_NEUTROPHIL_DN ADIPOR2 ADPGK AK2 AK4 AKIRIN2 ALKBH5 ANXA11 AP3S1 AP3S2 ARHGDIA ARL5B ATF2 ATG9A BCL3 BIRC3 BRAF BZW1 CAPN7 CBFA2T2 CCDC93 CCNK CD63 CD69 CDC26 CDK2 CEP95 CFAP36 CHMP4B CISD2 CLDND1 CREB3 CRY1 CSNK1A1 CXCL2 CYSTM1 DBF4 DDX50 DEDD2 DENND5A DHX40 DIAPH1 DIPK2A DNAJB9 EDN1 EIF2AK3 EIF4A3 ELL2 EMD ERO1A ETF1 EXOSC4 FAM50A FBXO42 FCRLB FFAR3 FGFR1OP2 FKBP15 FNTA G3BP2 GABARAPL2 GADD45B GGTLC1 GLA GLUL GNA15 GOLGA1 GPBP1L1 GPI GPR160 GPR35 GRINA GTF2A1 GTPBP2 HMGCS1 HNRNPU HPCAL1 HPS5 HSPA13 ICAM1 IFNGR2 IGBP1 ING1 INTS13 INTS6L IPMK IRAK2 IRAK3 JOSD1 KDM3A KDM5B LAMTOR3 LIF LNPK LOC154761 LONP1 LPCAT1 LRP5L MALT1 MAP1LC3B MAP2K1 MAPK1IP1L MAPK6 MEA1 MORF4L2 MTCH2 NARF NDUFA5 NFE2L2 NFKBIA NFKBIE NGLY1 NPC1 NR4A1 NR4A3 NSMCE2 NUMA1 NUP98 OLR1 OSM OXSR1 P4HB PCBP1 PCF11 PDXK PGAM1 PIK3CB PIK3IP1 PNRC1 PPIL4 PPP1R15B PPP1R2 PRDX4 PSMA6 PSMC6 PTGER4 PTGES3 PTS RAB21 RAB8B RAB9A RABGEF1 RBBP8 RBPJ RELT RNFT1 RRAGD RTL8C RXRA RYBP SAFB SCYL2 SDF2 SEC61G SERPINE1 SERTAD3 SF3A1 SFXN3 SGF29 SH3BP5 SLC36A4 SLC3A2 SLC43A3 SLC44A4 SNHG12 SNX3 SPAG4 SPAG9 SZRD1 TAF9B TANC2 TBC1D15 TBC1D2 TFG TM9SF3 TMCO3 TMEM140 TMEM268 TNFAIP3 TPI1 TPRA1 TRAF3 TRIB1 TTC21A TWSG1 UPF3B USP28 VDAC1 WBP11 WDR33 WDR45B YEATS2 ZDHHC5 ZEB2 ZHX2 ZMYM2 ZNF277 ZNF292 ZNF395 ZNF654 ZNF674-AS1 GSE37416_CTRL_VS_24H_F_TULARENSIS_LVS_NEUTROPHIL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37416_CTRL_VS_24H_F_TULARENSIS_LVS_NEUTROPHIL_UP ABCC5 ABHD10 ACADSB ADAMTS20 ADAR ADI1 ADO ADORA3 ALCAM ANAPC7 APIP ARHGAP1 ARHGAP15 ARHGEF6 ARMC1 ATF7IP ATP5F1A ATP6AP2 AVIL BIN2 BOLA3 BRF2 BRI3BP C9orf64 CALM2 CD46 CDK2AP1 CDV3 CEACAM8 CHST12 CLC CMAS CNTNAP3 CORO1A CRLF3 CRTAP CTSS DBT DEF6 DEF8 DENND11 DENND1C DGLUCY DHX9-AS1 DPEP2 DTX3L DUSP12 EBP ELOA-AS1 ENSG00000230725 ENSG00000246130 ENTPD1 F2RL1 FGL2 FOXN2 G6PD GAB3 GABRB1 GCLM GFOD1 GGCT GJB4 GPR89A GTF2A1L GTF2H3 GTSE1 GVINP1 HELZ2 HENMT1 HERC6 HHEX HLTF HRH4 HSPD1 HSPE1 HYCC1 ICAM3 IDE IFIT2 IFIT3 IFIT5 IMPA2 INPP4A IPCEF1 IQGAP2 ITGA4 JADE2 JRK KCNQ1 KIT KLF13 KPNA5 LAMTOR4 LLCFC1 LPGAT1 LRP10 LTB MAX MED24 METTL16 METTL7A MMP25 MPPE1 MRPS5 MTMR1 MX2 NAA20 NCOA4 NHS NLK NOA1 NUB1 NUDT16L1 NUP50 NUP93 OGG1 P2RY10 PARG PCNA PDE3B PDE4C PDK4 PDSS2 PEX12 PGF PGLYRP1 PHF14 PIGM PIK3CD PLEKHA5 POLE4 PRDX2 PRIMPOL PRKAB2 PRPS1 PTRH2 RASEF RBL2 RFLNB RIGI RNF144A RPPH1 RUNX1 SAMD9 SAMD9L SCP2 SDC2 SELL SEMA3C SET SFT2D3 SHFL SLC25A20 SLC25A28 SLC35E2B SLC39A11 SLC46A3 SNX17 SORT1 SPDYE1 SPIC SRSF11 SSH3 SYNE2 TASOR TCN1 TGFBR2 TIMM23 TIMM8A TMC6 TMED3 TMX3 TMX4 TRANK1 TRERF1 TREX1 TUBA1A TUBA1B UBE2E3 UBXN2A URI1 UTP6 UTRN VCL VPS13C VPS36 WAS XYLT1 ZC3HAV1 ZCCHC2 ZFP36L2 ZNF32 ZNF611 ZNF792 ZNRF2 ZWILCH GSE37416_CTRL_VS_3H_F_TULARENSIS_LVS_NEUTROPHIL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37416_CTRL_VS_3H_F_TULARENSIS_LVS_NEUTROPHIL_DN ABCB9 ABT1 ABTB2 ACTR3 ADORA1 ADPRS ADRB1 ALDOA ALDOC ALKBH5 ALLC ANKRD37 ANKZF1 APOF ARHGEF12 ARL5B ASCC1 ATP6V1FNB BAAT BCL10 BHLHE40 BNIP3 BRPF3 BZW1 C1S CCDC138 CCDC47 CDK5 CHMP2A CLK1 CNGA1 COA1 CSRNP1 CYB5D1 DCAF1 DCTN6 DDIT4 DDX41 DDX50 DNA2 DNAJC22 EBLN2 ECD EFCAB3 EGR3 ENAM ENO1 ESPL1 ETS2 ETV3 F10 FAM162A FAM177A1 FAM210A FAM3D FCAR FEM1C FFAR3 FGF11 FUT11 G0S2 GAD1 GRPEL1 GSG1L GTPBP1 GYPE HCAR3 HILPDA HK2 HMX1 ICAM1 IL18BP IL1A INSM1 IPPK IRF2BP2 IRGQ ISG20L2 IVNS1ABP JRKL KCTD11 KDM3A KIF3A KIFC2 KIRREL1 KLK5 KRTAP4-8 LDHA LGALS8 LIN9 LINC00471 LOC154761 LONP1 LPIN3 LRRC20 MAGT1 MAPK7 MCMDC2 MFAP1 MGAT5B MIF MNX1 MRGBP MSMB MTARC2 MTFP1 MYNN NABP1 NFE2L2 NGLY1 NHLRC3 NLRP3 NOVA2 NR1I2 NR2F1-AS1 NUP58 NXT1 ONECUT2 OR51B5 OXSM OXSR1 P4HA1 PAF1 PDGFB PDGFRL PDK1 PER1 PGAM1 PGK1 PIGA PKM PLA2G12B PLIN2 PLK3 PNPLA1 PPP1R15A PPP1R3E PPP2R2D PSMA6 PTGS2 PTS RAB1A RAB33A RAB8B RALGAPA1 RBFOX2 RHBG RLF RNMT RSPO1 RTL8C SAR1B SBNO2 SCARA3 SCN8A SCUBE2 SCYL2 SEC24A SERTAD3 SIX1 SLC24A5 SLC35B2 SLC7A5 SPTSSB SPTY2D1 SUPT6H SYT3 TAF13 TAF9B TCAF2 TCAP TGM1 THUMPD3 TMEM170A TNF TPI1 TRA2A TRAF1 TRAM1L1 UBAP1 UBE2V2 VDAC1 VGLL4 VLDLR WFDC8 ZBTB1 ZBTB21 ZC2HC1B ZFC3H1 ZNF12 ZNF292 ZNF295-AS1 ZNF556 ZNF654 ZPR1 GSE37416_CTRL_VS_3H_F_TULARENSIS_LVS_NEUTROPHIL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37416_CTRL_VS_3H_F_TULARENSIS_LVS_NEUTROPHIL_UP ABHD17B ADAMDEC1 ANAPC13 ANKRD13D ANXA2R-AS1 APOM ARHGAP25 ARHGAP9 ARL6IP5 ARPC1B ARPC2 ASAH1 ASF1A ASH1L ATP5F1E BAZ2B-AS1 BCO1 BPESC1 BRI3BP BTBD7 C18orf21 CACNA2D4 CALM1 CAP1 CARD6 CCDC66 CCDC69 CCDC85C CCM2 CCR2 CD14 CD300LF CDC14B CDC40 CDKN2AIP CDKN2AIPNL CEP19 CEP68 CEP76 CETN3 CHPF2 CIRBP CISH COASY COQ8A CORO1A CPT2 CRLF3 CSF3R CSNK2A1 CTSZ CXorf38 DCLRE1C DCPS DEPDC4 DESI2 DHRS9 DLGAP1-AS3 DNAAF9 DNASE1 DSTYK EDEM3 EMC8 ENSG00000284948 ERMARD EVI2A F2RL1 FA2H FAM78A FAM8A1 FBXO9 FBXW4P1 FCGR3B FES FNTB FRAT1 FRAT2 FYB2 GABPB1-AS1 GALNT1 GLRX GNAS GPR82 GRK2 GRSF1 GXYLT1 HCG27 HERPUD2 HHEX HIPK2 HMGB1 ICAM3 IL31RA ING4 IRS2 ISCA2 ITGAE ITPK1-AS1 JKAMP JTB KANSL2 KCNE3 KCTD10 KIAA2013 LBHD1 LIAS LYL1 LYSMD2 MACIR MAU2 MBNL1-AS1 MED31 METTL18 MPZL3 MRPL30 MRPL41 MRPS22 MTIF3 NOA1 NR0B1 OGFRL1 PCBP1-AS1 PDCD6 PDHB PEX2 PGLYRP1 PI4K2A PLAT POLD4 POP7 PP12613 PPP1R3D PRKAB2 PSMC1 PTPRC PTRH2 RAB11FIP4 RABGAP1L RAC2 RASSF1 RASSF2 RBCK1 RBM12B RBM15B RBM41 RCN2 RETREG3 RGS19 RINT1 RIPK3 RNF130 RPL32P3 RPL7L1 RRP36 S100A6 SCAP SELL SGCZ SLC25A20 SLC25A44 SLC35E2B SLC40A1 SPEN-AS1 SPTB ST3GAL6 SUCNR1 TAF1D TAF5 TALDO1 TAT TIGD1 TIGD3 TLR1 TM9SF2 TMEM59 TMEM69 TNFRSF10C TRIM23 TXNDC9 UBN1 UTP15 VRK3 WAC-AS1 WDR37 WDR82 WIPI2 ZKSCAN4 ZMYND15 ZNF180 ZNF281 ZNF302 ZNF319 ZNF552 ZNF701 ZNF791 GSE37416_CTRL_VS_48H_F_TULARENSIS_LVS_NEUTROPHIL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37416_CTRL_VS_48H_F_TULARENSIS_LVS_NEUTROPHIL_DN ACBD3 ACVR1B ADPRM AGO3 AKIRIN1 AKIRIN2 ANKHD1 ANP32E APBA3 APPBP2 ARCN1 ARF4 ARMT1 ATG12 ATP11B ATP2B1-AS1 ATP6V0E1 ATP6V1E1 ATP6V1G1 BASP1 BCL2L13 BCL3 BRMS1 BTAF1 C17orf49 C18orf32 C1orf122 CAMLG CAPN7 CBX3 CC2D1B CCDC126 CCDC93 CCNK CD164 CDC26 CEP170 CIAO2A CLTC COPB2 COPS2 COQ10B COX20 COX6A1 CRIPT CRK CSE1L CSNK2B CTNNB1 DDX41 DERL1 DERL2 DHX8 DIABLO DNAJB1 DNAJB6 DTNBP1 DTX2 DVL2 DYM E2F3 EIF4A3 ELOC EMC2 EMC7 EXOSC4 F8 FAU FBRS FBXL13 FBXO42 FTH1 FTH1P5 GABPB1 GCC1 GDI1 GGPS1 GID4 GMEB1 GOLGB1 GPATCH1 GPS2 GRK5 GTPBP2 H2BC21 HEXB HLA-A HSPA13 HSPA5 INTS13 ITPR1 KHDRBS1 LAMTOR5 LCOR LOC154761 LYSET MAF1 MAGT1 MALAT1 MANF MAP1S MAPK6 MEA1 MIR22HG MOB4 MORC3 MORF4L2 NAIF1 NDFIP1 NDUFA1 NDUFA2 NEU1 NPEPPSP1 NPHP3 NUDT21 NUP58 PCNX1 PLCXD1 POLR1D POLR2D POLR2F PPP2CB PRDX6 PRNP PRPF38A PSMF1 RAB1B RAB2A RAB5A RABGAP1 RASA2 RBBP8 RBM23 RBM8A RENBP RNF13 RRAGA RTN3 SAP30 SARAF SCARF1 SELENOK SETDB2 SIPA1L2 SIRPB1 SLC36A4 SLC66A2 SMAP1 SMU1 SNX27 SP1 SPAG5-AS1 SPCS3 SPG21 SPINT2 SRP54 ST3GAL1 STXBP2 SUPT5H TBC1D23 TESK2 TIMM17B TMED7 TMEM199 TMEM205 TMEM214 TMEM258 TMEM59 TNFRSF14-AS1 TPRA1 TPST2 TRAF1 TRIM23 TRIM28 TRIM69 TRIP12 TXNL1 UBE2E1 UBXN4 UFD1 UFSP2 USP22 UVRAG VAMP7 VPS26A VPS4A WBP11 WBP4 WDFY3 WDR20 XBP1 YIPF6 ZBTB17 ZC3H3 ZDHHC6 ZFAND3 ZFP91 ZNF766 ZNHIT1 GSE37416_CTRL_VS_48H_F_TULARENSIS_LVS_NEUTROPHIL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37416_CTRL_VS_48H_F_TULARENSIS_LVS_NEUTROPHIL_UP ABCD3 ABHD10 ABHD15 ACACB ACAT1 ADAMTS10 AGK AKAP7 ANAPC15 APOBEC3G APOL6 AQP4-AS1 ARHGEF6 ARMC1 ASB13 ATP1B1 ATP5F1A ATP9A B3GNT4 BAZ1B BCL11B BIN2 BOLA3 BUB1B C10orf67 C12orf29 C19orf84 CACNA1G-AS1 CACNG4 CAMP CCDC157 CCKAR CD3G CDH22 CDIN1 CEACAM8 CFAP157 CHEK2 CLC CLCF1 CLRN1 CLUHP3 CNDP1 COL9A2 CSTF3 CTSE CX3CR1 CYBRD1 DAND5 DDX60 DEPDC1 DHFR DNAJB5 DNAJC15 DPH5 DUT E2F2 ELAPOR2 EMB ENKUR ENSG00000237870 EPHA5 ERICH5 ESS2 EVI5L FAM169A FAM218A FANCI FCMR FGF7P3 FNDC4 FUT3 GAMT GAS6 GATA1 GCFC2 GFOD1 GGCT GIMAP2 GIMAP4 GJB4 GOLGA8H GPAM GRIA2 GRIN1 GSTCD HERC5 HS3ST5 HSPA1A IFIT3 IFNA14 IFNLR1 IKZF2 ITGA4 KBTBD7 KIFAP3 KLHDC1 KPNA5 LAMC1 LARP4 LCN2 LGALS9 LINC00957 LINC02762 LRFN5 MAP4K1 MDFIC MISP MKX MMP12 MPRIP MPZL1 MS4A4A MTFR1 MVK NLGN1 NOD1 NSUN5P1 NUP210 OAS1 OAS2 OAS3 OASL OR51B2 OR7E104P PAPPA PCGF6 PRIMPOL PSMD14 PTDSS1 RABEP2 RACGAP1 RALGPS1 RARG RCAN3 RDX RFLNB RHEX RIOX1 RNF125 RNGTT RRM1 RSAD2 RUFY3 S1PR4 SAMD9 SAMD9L SATB2 SEMA4F SERTAD4 SH2D1B SHE SHISA2 SHLD2 SLA2 SLAMF6 SLC38A6 SMC2 SNTG1 SNX7 SORBS1 SP110 SPDEF STMN3 SULT1B1 TBC1D1 TCF4 TCF7 TCN1 TCTN3 TEX55 TFAP2A TFAP2E TMEM176A TMEM223 TP73-AS1 TRAC TRAT1 TRIM22 TRIM44 TTC29 UBL4B VAMP8 VIPR2 VRK2 WDR3 WT1 XAF1 ZC3HAV1 ZNF548 ZNF579 ZNF93 ZWILCH GSE37416_CTRL_VS_6H_F_TULARENSIS_LVS_NEUTROPHIL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37416_CTRL_VS_6H_F_TULARENSIS_LVS_NEUTROPHIL_DN ABCF1 ADAM8 ADM ALDOA ALDOC ALKBH5 AMDHD2 ANKRD37 ANKZF1 ARHGDIA ASCC1 ATG9A B9D1 BHLHE40 BMT2 BNIP3 BNIP3L BRI3 BRPF3 BZW1 C4orf3 CBX5 CCDC107 CLK1 COX20 CPNE5 CRYBB2 CTDP1 CXorf65 CYC1 CYLD DAP DDIT4 DDX18 DDX41 DDX50 DIPK2A DUSP3 EDEM1 EFNA3 ENO1 ERO1A ESCO1 ETV5 EXOSC4 FAM162A FAM210A FEM1C FFAR3 FGF16 FKBP15 FNDC3B FNTA FUT11 GBE1 GNA15 GPAA1 GPAT4 GPI GPR146 GRAMD1A GRPEL1 GSTM3 GUK1 GYS1 HCAR3 HDHD5 HILPDA HIP1 HK2 HLCS HPCAL4 HSPG2 ICAM1 ICOSLG IFNGR2 IL18BP IL1RAP INTS13 IRF2BP2 IRGC ITPRIP IZUMO4 KCTD11 KDM3A KDM4B KDM5C KRTAP19-3 LDHA LGALS8 LINC00645 LINC01743 LMNTD2-AS1 LOC154761 LONP1 LZTS2 MAPK1IP1L MAPK7 MFAP1 MFSD10 MGARP MGAT1 MIF MRGBP MTFP1 MUC6 MYNN MYPOP NARF NFKB1 NFKBIA NFKBIE NFXL1 NGLY1 NOD2 NUP58 NXF1 OPA3 ORC1 OSM OXSM P4HA1 PARP6 PDCD2L PDK1 PDXK PGAM1 PGK1 PGM1 PHC2 PHF1 PIGA PIK3IP1 PIK3R5 PKD2 PKM PLEKHO2 PLIN2 POFUT1 PPP1R14B PPP1R36 PRKAG2-AS2 PSMA6 RAB33A RANBP2 RASSF7 RBM8A RBPJ RCAN2 RELA RIMKLA RIOK3 RLF RNF19A RNF227 RNMT RTL8C SAP30 SAR1B SEC24A SERPINE1 SF3A1 SH3D21 SIAH2 SLC25A21-AS1 SLC43A3 SNAPC1 SNX20 SQSTM1 STK10 SULF2 TAF9B TCF7L1 TFRC TGFBR1 THUMPD3 TMF1 TNFRSF1B TNFRSF8 TNIP1 TPI1 TRIM28 TRIML1 UBE2V2 UFSP2 VDAC1 VGLL4 VPS18 ZBTB1 ZBTB25 ZFAND2B ZNF292 ZNF331 ZNF395 ZNF654 ZNF770 GSE37416_CTRL_VS_6H_F_TULARENSIS_LVS_NEUTROPHIL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37416_CTRL_VS_6H_F_TULARENSIS_LVS_NEUTROPHIL_UP ABCC5 ABHD2 ABHD3 ADGRE2 AIDA AMN1 APPL2 ARHGAP19 ATG2B ATP6AP2 ATP6V0B BCAP31 BICD2 BRI3BP C5AR2 CALHM6 CARD6 CASP2 CASP3 CBX3P2 CCNY CD46 CEBPD CEP43 CEP44 CHMP1B CHST14 CHUK CMTM4 CNOT6 CTBS CUL4B DDX28 DEF8 DGCR2 DHRS9 DHTKD1 DPEP2 DPY30 DSTYK DUS2 EED ELP1 EPRS1 EVI2A EXTL3 FAM13B FAM174A FAM43A FAM53B FAM78A FAM91A1 FDFT1 FIG4 FKRP FUNDC1 G6PD GABPB1-IT1 GALNT1 GLRX2 GNB4 GPR27 GRAMD1C GSEC GSK3B GSKIP GTF3C1 H2BC10 HDAC1 HEATR5A HERC1 HHEX HNRNPUL1 HSPA8 HVCN1 ICAM3 IDH1 IMPA2 INPP5B ISL2 ITGAE JPX KCNE3 KCTD12 KIAA0040 KIAA0232 KIAA0930 KIF21B KLHDC2 KLHL7 LAMP2 LCLAT1 LIMD2 LINC01094 LINC02910 LIX1L LNX2 LRP10 MAP3K3 MAP7 MAVS MBIP ME2 MED25 MIR21 MLXIP MPC2 MPPE1 MPZL1 MRPL58 MSL3 MSRB2 MTM1 MTMR12 MTURN NAA10 NCBP2AS2 NCK1 NCKAP1L NDC80 NDUFA2 NDUFB1 NFATC3 NLRP12 NSFL1C NT5C NUDT3 PDE3B PDLIM2 PGD PIP4P2 PKN2 PRDX3 PRPF38B PTRH2 RAB37 RABAC1 RABIF RASGEF1A RASSF1 RESF1 RFC2 RFC3 RFK RFLNB RGS18 RNF114 RPGRIP1 RPS16P5 RPS6KB2 SDC2 SDE2 SERINC5 SGPP1 SLC16A5 SLC19A1 SLC22A15 SLC25A20 SLC25A3 SLC25A44 SLC38A2 SLC40A1 SLF1 SLMAP SPIDR ST3GAL6 STK4 SUCNR1 TACC1 TAPT1-AS1 TAX1BP3 TBC1D14 TCHP TCP11L2 TGFBR2 TIGD1 TIGD3 TLR1 TLR6 TMEM219 TMEM243 TOP3A TSPYL4 TWF2 UBE4B UBN1 UGGT1 VPS54 XPO7 XYLT1 ZC3H13 ZMAT2 ZMPSTE24 ZNF516 ZNF518B ZNF688 ZNF75D GSE37532_TREG_VS_TCONV_CD4_TCELL_FROM_LN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37532_TREG_VS_TCONV_CD4_TCELL_FROM_LN_DN ABCC4 ACO1 ADAMTS6 AEBP2 AKAP5 ALKBH7 ARAP1 ARHGAP24 ARID5A ATP5MC1 ATP6V0E1 BCL2 BCOR BEND5 BID BIRC2 BTG3 C8orf76 CACNA1D CALR CASP1 CASP6 CCDC134 CHCHD4 CHD1L CIITA CLN3 CLN5 CLPTM1L CMTM3 COQ8A CPSF3 CRLF2 CRTC2 CTSS CYB5R3 CYTH4 DAD1 DENND11 DENND1C DENND5B DERL3 DNAJB5 DUS3L EEF1AKMT1 EEF1E1 EEIG1 EPRS1 ERP44 ETV6 EXOSC7 FAM167A FANCA FFAR2 FOXJ2 FTL FXYD5 GATD3 GIMAP7 GLIPR1 GPATCH4 GRAMD2B GRIPAP1 GSN GSTT2 HEXB HLA-B HLA-DRB1 HSD17B11 HTRA2 ICAM1 IFNLR1 IKBKE IL2RG INSIG1 IQSEC1 IRGM KAT2A KCNAB2 KCTD1 KLF12 KYNU LAMP2 LAP3 LCK LIPT2 LRRC42 LTA LY86 LYAR M6PR MACIR MAP2K1 MAP3K1 MAP3K8 METTL23 MGAT5 MIF4GD MORN1 MRPL24 MST1 MTHFD1L MYL9 NAAA NAB1 NDUFA3 NDUFA7 NFIL3 NFKBIA NFKBIZ NLRC5 NME1 NOC2L NOLC1 NOP2 NR4A1 NSUN2 NXPE3 PAG1 PARM1 PARP3 PCED1B PCNX3 PHPT1 PIGY PLAGL2 PLBD1 PLK3 POLR1A POLR3E PPAN PPIB PPP1R12C PPP1R14B PREX1 PSMB10 PSME1 PSMG2 PTPN6 PTPRE QTRT2 RAB30 RAB35 RAD17 RAP1GDS1 RASSF5 RFX5 RHOF RNF138 RP2 RRBP1 S100A11 SDHAF1 SELL SEMA7A SHMT1 SIGMAR1 SLC10A3 SLC19A1 SLC20A1 SLC2A3 SLC2A6 SNHG17 SRI STAP1 STAT6 STIM1 STING1 STK10 STOML2 STRADB STX11 SURF2 SYS1 TAF4B TAMALIN TANK TBC1D14 TBL3 TBX21 TFRC THOP1 TM2D3 TMA16 TMC6 TMEM208 TMEM41A TRAPPC2L TRMT61A TRNT1 TSR1 TUFT1 TVP23B UBXN2A USE1 UTP15 WDR75 ZFP36L1 ZMIZ2 ZNF579 GSE37532_TREG_VS_TCONV_CD4_TCELL_FROM_LN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37532_TREG_VS_TCONV_CD4_TCELL_FROM_LN_UP ABCG2 ABHD14A ACY1 ADSL AEN AHCYL1 AIMP2 ALDH18A1 ALG3 APRT ASH2L ATAD3A ATIC BSN BSPRY C11orf58 C19orf48P C1QBP C6orf136 C7orf50 C8orf76 CCND2 CCT3 CCT6A CD70 CDC25A CDC6 CDH17 CFAP298 CHCHD4 CHD1L CLNS1A CLUH COQ4 CTPS1 DANCR DBN1 DDT DDX56 DNAH11 DNAJC11 DNAJC2 DTD1 DUS4L DYM EBI3 EBNA1BP2 ECE2 ECI1 ECSIT EEF1D EIF2B3 ELP5 ENDOG EXO1 EXOSC2 EXOSC7 FAH FIGLA FTSJ3 GAR1 GART GNAT2 GNG3 GPATCH4 GPR89B GRWD1 HDGF HK2 HSP90B1 HSPD1 HTR7 HYOU1 ICAM1 IDH3A IDO1 IMPDH1 IRF4 KYAT3 LAP3 LITAF LZIC MAGOHB MCM8 MCRIP2 MED22 METTL1 METTL13 MFHAS1 MFSD2A MIF MIX23 MMADHC MPHOSPH10 MRPL37 MRPS18B MRPS2 MRPS27 MRPS6 MRTO4 MTAP MTRES1 MUC1 NDUFAF4 NFIL3 NIFK NOP14 NOP2 NOP56 NOP58 NOPCHAP1 NRP2 NUDT9 NUP43 PAPOLA PARL PARN PCGF6 PECR PHGDH PLPP1 PLSCR1 POLR1B POLR1E POLR2I POLR3E PRAF2 PRDX6 PRELID3B PRMT1 PRMT5 PSMD12 PSME3 PSMG1 PSMG2 PTPMT1 PUS7L RAB5IF RARS1 RARS2 RBM8A RCL1 RIMKLA RPP14 RRP1B RSL1D1 RYK SAA1 SAMD11 SAR1A SEPHS2 SF3A2 SFXN2 SHMT2 SHQ1 SLC19A1 SLC35B2 SLC35F2 SLC7A5 SLPI SNHG17 SNHG32 SNRPA1 SRM SRP68 SRP72 SUPV3L1 SURF2 SURF6 THUMPD1 TIMM10 TIMM9 TMA16 TMEM109 TMEM147 TMEM216 TNFRSF8 TOP1MT TRMT61A TSEN2 TSR1 TSR2 TTC27 TXNRD1 UNG USP39 UTP4 WDR3 WDR36 WDR46 WDR55 WDR74 WDR75 WDR77 YAE1 YDJC ZC3H15 ZDHHC23 ZDHHC3 ZNF239 GSE37532_TREG_VS_TCONV_CD4_TCELL_FROM_VISCERAL_ADIPOSE_TISSUE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37532_TREG_VS_TCONV_CD4_TCELL_FROM_VISCERAL_ADIPOSE_TISSUE_DN ACADL ACOT13 ADI1 AGA AK2 ALG5 ALMS1 ANKRD6 ANLN ANP32B AP1S3 AQP12A ARF4 ARHGAP11A ARL5A ATP5PB ATP6V1A BANK1 BDH1 BET1 BPNT2 BTBD1 BUB1B CALM1 CAPN7 CASP1 CCNI CD46 CDC42 CEP68 CFLAR CGRRF1 COMMD10 COPS2 CRELD2 CTNS DLGAP5 EIF1AD EIF2A EIF3E EIF3J EIF4B ERH FAM32A FICD FUCA2 GDI2 GLIPR2 GNAI3 GNPDA2 GNS GOLGA7 GOSR2 HDAC2 HEBP1 HMMR HPGDS HYLS1 IFNAR2 IKZF5 ILF3 INCENP INTS12 IPO9 JKAMP KARS1 KDM4A KIF11 KIF4A LAPTM5 LIG1 LMOD2 LRRC1 LY75 MAD2L1 MAPKAPK5 MARCHF6 MCOLN3 MDM2 ME1 MOB1A MRPL32 MSL3 MT-ND3 MTCH2 MXI1 NAA38 NAF1 NCAPG NDE1 NEK9 NES NHLRC3 NKAPD1 NONO NPC2 NUFIP1 NUP205 NUP37 OLFM4 OSBPL2 P4HA1 P4HB PA2G4 PAICS PALLD PBK PDP2 PLEKHF2 POLE4 POLR2D PPM1L PRIM1 PSMC4 PWWP3B QRSL1 RAD51 RAD9B RDH12 RFC3 RIGI RIOK1 RNF213 RRM1 RRM2B RTP4 RUVBL1 SELENOF SLBP SLC25A32 SLC25A51 SLC44A1 SMC1A SMIM11 SPCS2 SPECC1L SPTY2D1 SSBP3 SSR3 STAT3 STIL STRAP SUMO1 SYNRG TBCA TEX101 TFAM TGDS THAP12 THOC7 TLR7 TMEM106B TMEM183A TMOD3 TMPO TOP2A TRAT1 TRIM59 TSHZ1 TTC32 UBE2L3 UBE2N UTP14A XIST ZBTB33 ZCCHC17 ZCCHC24 ZDHHC2 ZFP62 GSE37532_TREG_VS_TCONV_CD4_TCELL_FROM_VISCERAL_ADIPOSE_TISSUE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37532_TREG_VS_TCONV_CD4_TCELL_FROM_VISCERAL_ADIPOSE_TISSUE_UP ABCC8 ABCG8 ACBD7 ADCY4 ADGRB1 ADGRF1 AGMAT ALK ALLC ANXA8 AQP4 ARHGAP22 ASGR1 ATF7IP2 ATP2C2 BCAN BEND7 BMP8A BPIFB1 CALHM1 CAMK2A CAPN9 CBLC CDA CES4A CHRDL2 CLDN5 CNDP1 COL4A5 CPA4 CPN2 CRYBA1 CTNND2 CXCL12 DAB2IP DAPK2 DCAF12L1 DLK2 DNER DTNA ENC1 EPN3 EREG FAM205C FBXO2 FNDC7 GAL3ST1 GAP43 GLOD5 GPR139 GPR141 GPR6 GRM5 GSTO2 GUCY2D HMGN2 HOXC10 HPD HRH3 HTR3A INPP5J KCNV1 KIF26B KRTAP5-2 LEMD1 LMCD1 LOX MADCAM1 MAPK8IP2 ME1 MFSD6L MIR383 MIR500A MIR541 MOBP MRC2 MRGPRX1 MUC20 MYBPC3 MYH7B NALF2 NEFL NEFM NES NHLH1 OGDHL P3H3 PACSIN3 PAPPA2 PAX9 PDE6B PELO PERP PI16 PRRT3 PRTN3 PTPN3 RAB3IL1 RGS5 RHPN1 ROBO2 ROBO3 RSPH10B2 RTP3 RXFP4 SEMA3G SIGLEC5 SLC16A12 SLC22A3 SLC25A48 SLC38A5 SLC7A8 SLITRK5 SMTNL1 SP9 SPATA20 SRPX2 STBD1 SVIP SYCE1 SYCP1 SYT8 TCAM1P THBS2 TMEM61 TMEM89 TMPRSS7 TNR TOX2 TRPM2 TRPV6 TSPAN11 USP17L5 USP43 USP44 XCL1 GSE37532_TREG_VS_TCONV_PPARG_KO_CD4_TCELL_FROM_LN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37532_TREG_VS_TCONV_PPARG_KO_CD4_TCELL_FROM_LN_DN AARSD1 ABCE1 ABTB2 ACAA1 ACY1 ADAM8 ADAT2 ANAPC1 ANKRD17 APEX1 ARPC4 ATP13A2 ATP6V0E1 BABAM2 BCL3 BTG2 CALR CCDC28B CCDC86 CCDC88B CCL4 CD40 CD83 CEP85L CERS6 CFAP97 CHD4 CHST10 CLUH CMSS1 CYBA DAP3 DCTPP1 DCUN1D5 DDX21 DHX33 DIMT1 DNAAF5 DNAH1 DNPEP DUSP4 EBI3 EFCAB14 EFR3A EGR2 EGR3 EIF3G EIF3J EIF4G3 EIF5 EIF5B ERGIC2 ETF1 EXOSC5 FAM98A GALNT7 GAR1 GRPEL1 GTF3C6 HIVEP3 HLA-F HLA-J HSP90AB1 HSPA5 HYMAI ICAM1 IER2 IFI30 IFRD2 IKBKB INTS6L JAK3 JAM2 KARS1 KMO KPNA6 LCP1 LRRC32 LTBP3 LYAR MCCC2 MED28 METTL1 MFSD1 MIOS MIR155HG MKNK2 MOB3B MRPL12 MRPL20 MRPL24 MRRF MRTO4 MTHFD1L MYBBP1A MYD88 NAMPT NAPSB NAT10 NCLN NDUFAF4 NEDD9 NFKB1 NHP2 NIFK NIT2 NLE1 NOL6 NOP14 NOPCHAP1 NR4A1 NT5DC3 NXT1 OTULIN P4HB PAK1IP1 PDIA6 PES1 PFAS PHB1 PLSCR1 PMM2 PNO1 PNP POLB POLR1C POP1 PPAN PRDX4 PRMT1 PSME2 PTPN6 PUM3 PUS3 RAB3GAP2 RBM25 RCL1 RHOG RIOK2 RPF2 RPL7L1 RPP40 RPS6KA1 RRP12 RRP15 RRS1 RUNX3 SCAMP3 SEMA7A SH2D2A SHQ1 SLC11A2 SLC25A45 SLC35F2 SLC39A1 SLC39A14 SMAGP SNORD104 SNU13 SNX11 SNX9 SRPRB SSBP1 SSR4 STAT3 SYNGR2 TAF1D TAP1 TET3 TGFB1 TIMM13 TM2D2 TM2D3 TMEM123 TMEM138 TMEM223 TPP1 TRAP1 TRUB2 TSPAN31 TWNK TXLNA TYW1 UBXN8 USP36 UTP14A WDR3 WDR43 WDR74 WDR77 WSB1 XPO4 XPO5 YIF1A ZNF226 ZNF317 ZNF573 ZNHIT6 ZNRD2 GSE37532_TREG_VS_TCONV_PPARG_KO_CD4_TCELL_FROM_LN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37532_TREG_VS_TCONV_PPARG_KO_CD4_TCELL_FROM_LN_UP ABCD3 ACBD3 ACSS1 AGO4 AKAP12 AKR1B1 AKT1 ANAPC7 ANKFY1 ANXA2 AP1AR APPBP2 ARHGAP29 ARL6IP1 ASXL1 B9D1 BAIAP2L1 BCKDHA BCL2L11 BCL7A BLVRB BNIP2 BRD8 BRWD1 BTK C1GALT1 C2CD5 CBLL1 CCNF CCNG2 CCP110 CDC7 CDCA8 CDK1 CDKN2D CHFR CKAP2L CMAS CMC2 CMPK1 COQ2 CPM CPSF2 CTCF CTDSP2 CUL2 CXCR4 CYSLTR1 DBF4 DCUN1D4 DDX46 DGKD DHFR DHX40 DNAI4 DNAJC12 ECPAS EHD3 ERI2 ESPL1 EXOC2 FAAP24 FAM117A FH FIG4 FNTA FOXP1 FRMD4B G2E3 GKAP1 GOPC GPSM2 GRK2 GRPEL2 H1-10 H2AZ1 HELQ HMGCL HMGN5 HNRNPA1 HP1BP3 HPSE IDH2 IFIT1 IFT46 INPP5B ITGA6 KCNN4 KCTD9 KIAA1191 KIF11 KIF18B KIF23 KIFC1 KLHDC4 KRT222 LATS1 LBR LMO4 LNX2 LRWD1 MAN2A1 MAN2C1 MBD4 MBNL3 MED13L MIS18BP1 MKI67 MND1 MSH2 MSH3 MSL3 MYBL1 NADK2 NATD1 NCAPG NCAPH NDC80 NEIL1 NFATC3 NFYB NGLY1 NSMCE4A NUDT4 NUF2 NUP107 OGA OGFRL1 PCK2 PCYOX1 PDE4B PFN2 PHOSPHO2 PIF1 PLCG1 PLEKHA2 PMPCA PNP POLH POLI POLR2G PPP2R5C PRPS2 PRR11 PSMC3 PSMD12 PYROXD1 RALBP1 RASSF6 RDM1 REEP4 RET RNF125 RPIA RTCB SASS6 SCAF11 SDHB SEC23IP SERPINF1 SGO1 SGO2 SKA3 SLC25A33 SLC25A51 SLC30A5 SLC66A2 SLFN13 SLX4 SMARCA4 SMARCC1 SMPD4 SORD SPATA24 SPC24 SUMO3 SUV39H1 TAX1BP3 TERF2 TERF2IP TFDP2 THOC3 TIFA TMEM131L TMEM242 TRIM37 TRPC4AP TUBD1 UAP1 UBE2H UROD USO1 USP47 VIRMA VPS45 WASHC4 XRCC1 YPEL3 ZNF518B ZNF821 GSE37532_TREG_VS_TCONV_PPARG_KO_CD4_TCELL_FROM_VISCERAL_ADIPOSE_TISSUE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37532_TREG_VS_TCONV_PPARG_KO_CD4_TCELL_FROM_VISCERAL_ADIPOSE_TISSUE_DN ABCA1 ACSS1 ADCY7 ADD3 ADGB AICDA AKTIP ANKRD44 AP1S2 AP3M2 APOBEC1 ARHGAP6 ARRDC3 ATAD1 ATOSA ATP8A1 B3GNT5 BACH2 BAIAP2L1 BANK1 BCL6 BRD9 BRWD1 BTG1 BTLA C17orf58 C5orf34 C8orf58 CACNB4 CARD6 CASP9 CBLB CCDC186 CCDC28B CCNG2 CCNL2 CD53 CDS2 CEBPG CENPT CHKB CLK1 CLK4 CLTA CPE CR2 CREBRF CRLF3 CTCF CTSO CWC27 CYTIP DAZAP2 DCAF12 DDX17 DHX40 DNAAF9 DNAH8 DUBR DUSP22 EAF2 EIF2AK3 EPC1 ERO1B ESYT3 ETNK1 ETS1 FAM13B FAM221A FAS FOXJ2 FRY GABBR1 GAL3ST2 GCNT1 GCNT3 GDI1 GGA2 GIMAP8 GNB4 GPR171 GRM5 GSN GTPBP2 GZF1 H2BC13 HERC3 HEXB HLA-DOB HP1BP3 HPS5 HPSE HSPA2 ICOSLG IDH1 IFIT1 INTS6L IRF2 IRF9 KBTBD7 KIAA1191 KLF6 KLHL24 KLHL42 KRIT1 KRT222 LASP1 LATS2 LGR5 LMBRD1 LMO2 LPIN2 LRATD2 MARCHF1 MBD2 MBD4 MED13L MINDY2 MKRN1 MON1B MS4A1 MSN MYLIP NHERF4 OSBPL9 OTUD1 PARP8 PCMTD1 PDE2A PDE7A PDZD2 PGAP1 PIGV PIK3CG PIPOX PLEKHA2 PNRC1 POLI PRIMPOL PRR13 PTGR1 RABGAP1L RALGPS1 RALGPS2 RASA3 RBM5 RCHY1 RELN RFX5 RGS14 RGS2 RIGI RNF145 RRM2B SAT1 SATB1 SCARB2 SCN11A SEC16B SELENOP SEPTIN6 SERINC5 SH3GLB1 SHARPIN SLA SLC12A6 SLC28A2 SLC30A5 SLC41A2 SLC46A3 SPATA6 STK17B STT3B SUSD1 SYPL1 TCEANC2 TGFA TKTL1 TLR1 TMEM181 TMEM30A TMEM71 TP53INP1 TP53INP2 TPD52 TRAM1 TRAM2 TRIO TSPYL4 TTPAL TXNDC16 UBE2H UCKL1 XIAP YPEL5 ZBTB4 ZC3H7A ZNF217 ZUP1 GSE37532_TREG_VS_TCONV_PPARG_KO_CD4_TCELL_FROM_VISCERAL_ADIPOSE_TISSUE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37532_TREG_VS_TCONV_PPARG_KO_CD4_TCELL_FROM_VISCERAL_ADIPOSE_TISSUE_UP ABCF2 ACSL3 AEN AHCY AKAP1 ALDH7A1 ALG8 ANXA3 AP1S3 ARC ASNS ATP5MC1 ATP5PO AXIN2 B3GNT5 BAHD1 BAK1 BARD1 BATF BCL3 BCL7A C12orf75 C15orf39 C1QBP CCR4 CD22 CD27 CD68 CDC20 CDKN1A CEBPA CENPV CFAP298 CHAC2 CHCHD4 CISD1 CISD3 CISH CITED2 CLYBL CNIH1 COX16 COX17 CPEB1 CPSF2 CRIP1 CTPS1 CTSV CTSZ CXCR5 CYB5B DENND5A DEPDC1 DHCR24 DTX1 ECHDC1 EIF4EBP1 EMP1 EPDR1 FABP5 FAM110A FAS FKBP5 FOCAD FRMD4B GADD45B GALE GALNT2 GET3 GLYCTK GNPTG GPRIN3 GRPEL2 GSR HDAC8 HM13 HMGA1 HMGCR HSPD1 ICA1L ICAM1 IDI1 IL1R1 IL22 INPP5D IPMK IPO9 IRF8 ITGA7 JDP2 KCNK5 KIF22 KLF10 KSR1 LAMTOR3 LDLR LGALS3 LMO4 LRRC59 MACIR MATK MED31 MPZL1 MRPL36 MRPL50 MRPS28 MRPS33 MRTO4 MTA2 MYO1F NAA20 NAF1 NEIL3 NHP2 NIBAN3 NIFK NME2 NMRAL1 NOLC1 NOP16 NUCB2 OSBPL3 OXSR1 P4HA2 PAFAH1B2 PAICS PDCD6IP PFN1 PIMREG PIPOX PLAGL1 PLEKHG3 POP5 POR POU2AF1 PPIL1 PPP1R14C PRPF18 PSMA6 PSMB5 PSMC2 PTRH1 RNASE4 RNF125 RNF157 RNPC3 RPS27L RWDD1 RYK RYR1 SAP30 SC5D SDF2L1 SEC14L1 SELENOH SHE SLC16A1 SLC16A5 SLC25A4 SMCO4 SMIM11 SND1 SNRNP40 SNRPA1 SNRPD1 SPEF1 SQLE SRM STX11 SURF4 SYTL2 SYTL3 TBL3 TCF7 TEC TFDP1 TG THOP1 TIMM23 TIMM8A TMEM121 TMEM208 TMEM256 TNPO2 TOX2 TRAK2 TSPAN4 TTC16 TTC39C TUBB2A UCK2 UFM1 UHRF1 UQCC1 UTP4 UXT YARS2 ZC2HC1A ZMIZ2 ZNF770 GSE37532_VISCERAL_ADIPOSE_TISSUE_VS_LN_DERIVED_PPARG_KO_TCONV_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37532_VISCERAL_ADIPOSE_TISSUE_VS_LN_DERIVED_PPARG_KO_TCONV_CD4_TCELL_DN ACER1 ACOT4 ADCY1 AMBRA1 ANKK1 AS3MT ASB17 ATF7 BACH2 BNC2 CABIN1 CACHD1 CACNB2 CADM3 CALHM4 CCDC158 CCDC88C CES5A CFB CNMD CNNM3 CNTN4 CREB3L2 CSAD CSN1S2AP DENND1C DGAT1 DTNA ENTPD4 EYA2 FETUB FSIP2 GABBR1 GCN1 GKN1 GNB1L GPM6A GPR17 GSTM2 H1-2 HCRTR1 HELZ HTR4 KRTAP6-2 LRRN1 MAMSTR MC3R MIR150 MIR301B MRM1 MTOR NAV2 NID1 NMS NPHS2 NXPE1 OPN5 OR1D2 PDE10A PEAR1 PLA2G1B PLEKHM1 PLIN2 PRM1 RHBDD2 RXRA S1PR5 SCML4 SERPINB2 SIPA1L1 SLC17A1 SLC25A42 SLC27A2 SLC43A1 SLC44A4 SLC5A11 SLC9A8 SNHG11 SNORA3A SNORA61 SNORA74A SNORA75 SNORD116 SNORD118 SPACA3 SPOCK1 SULT1C2 SYNE1 SZT2 TARS2 TAS1R2 TBC1D17 TDRD1 TGFB2 TGM2 TMEM150A TMEM63B TRAPPC9 TSHZ2 TTC39A UPP1 USP18 ZNF394 ZPLD1 GSE37532_VISCERAL_ADIPOSE_TISSUE_VS_LN_DERIVED_PPARG_KO_TCONV_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37532_VISCERAL_ADIPOSE_TISSUE_VS_LN_DERIVED_PPARG_KO_TCONV_CD4_TCELL_UP ACOT13 ACOX1 ACTG1 ADH5 ALG5 ALYREF ANAPC1 ANGPTL1 ANP32E ARCN1 ARF4 ARL5A ARL6IP1 ARPC5 ATP5F1A ATP5PB BCL2L13 BTBD1 BUB1B C1GALT1C1 CALM1 CALR CAPN2 CAPZB CBX1 CD2BP2 CD3G CD99L2 CDC26 CDC42 CDK2 CHEK1 CHST10 COMMD3 COMMD6 COQ2 CPSF3 CTPS1 CTR9 DDX1 DHX29 DHX8 DLGAP5 DSN1 EI24 EIF3J ELP2 ERH EVL EXOC8 EXOSC8 FAM111A FBH1 FBXL9P FDFT1 GHITM GINS4 GLIPR2 GNAI3 GNB1 GOSR2 HDAC2 HDDC2 HIBADH HNRNPF HPGDS HSD17B4 HSP90AB1 IP6K2 JKAMP KARS1 LIG1 LYRM4 MACROH2A1 MAD2L1 MCM3 MCM6 MCM7 MDH1 MNS1 MRPL15 MRPL39 MT-ND3 MTA2 MTMR4 MYC MYOT NAA20 NARS2 NDE1 NDFIP1 NFKB1 NFX1 NPEPPS NUP205 NUP93 ODC1 OSGEP P4HB PA2G4 PALLD PID1 PITPNA PLCL2 POLE2 POLR2D PPP1CC PPP2R5C PRC1 PRDX3 PRDX4 PRMT3 PRNP PSMA2 PSMA6 PSMB1 PSMD2 PUDP RC3H2 RCC1L RCOR2 RFC3 RPL28 RPL4 RRAS2 RRM1 RRN3 RUVBL1 S100A10 SARS1 SEPTIN11 SFT2D2 SGK3 SINHCAF SLBP SLC25A32 SMARCAL1 SNX1 SNX5 SPACA1 SPC25 SSRP1 STAT3 STIL STRAP STX7 SYCE2 TFB2M TGFBR1 THYN1 TMA7 TMBIM4 TMX2 TOP2A TPM3 TRAF6 TRIT1 TTC1 UBA2 UBE2N UBR7 UTP6 WDR11 ZCCHC17 ZDHHC2 GSE37532_VISCERAL_ADIPOSE_TISSUE_VS_LN_DERIVED_PPARG_KO_TREG_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37532_VISCERAL_ADIPOSE_TISSUE_VS_LN_DERIVED_PPARG_KO_TREG_CD4_TCELL_DN ADGRL1 ADRA2B AMDHD2 ARHGEF1 ARID1A ATF6B ATG2A ATG9A ATP1B2 BACH2 BICD2 BRINP2 BUD13 CACNG1 CAMTA2 CBARP CCDC97 CNNM3 DCP1A DENND1C DENND6B DHRS3 DHRSX DLGAP3 DOT1L ERN1 FAM193B FLRT3 FMC1 FOSL2 FURIN GABBR1 GATC GGA1 GNA12 GPR12 GPRIN1 GRAMD1A H1-2 HCRTR1 HEY1 INO80D INSYN2B IRF2 KCNMA1 KCNS2 KMT2D KREMEN1 KRTAP1-3 LHFPL2 LRP10 MAP3K11 MAP3K13 MBD6 MC3R MED24 MED26 MFSD10 MIR206 MTA3 MUC16 MYO9B NADSYN1 NANOG NAV2 NCLN NEU3 NPEPL1 NSUN3 P4HTM PCED1A PEAR1 PFAS PHF2 PIP5K1C PITPNM1 PLAC8L1 PLD3 PLPPR2 PMM1 PNPLA6 PPP1R11 PRICKLE3 PRR14 RANBP10 RASSF10 RASSF2 REXO1 RFLNB RGP1 RHBDL1 RNF126 RNPEPL1 RXRA SCML4 SELENOM SETD1A SETD1B SFXN3 SH2B3 SHISA2 SHISAL2A SLC25A42 SLC29A3 SLC6A5 SLCO3A1 SNHG11 SNORA3A SNORA61 SNORA73B SNORA74A SNORA75 SNORD116 SPACA3 SPHK2 ST6GAL2 SYNGR1 TADA3 TCF7 TEF TET1 TFEB TMED1 TMEFF2 TMEM106C TMEM143 TMEM150A TMEM222 TMEM44 TMEM67 TRAPPC9 TSHZ2 UPF1 VPS33B YIPF3 ZBTB5 ZFYVE1 ZNRF1 ZSWIM4 GSE37532_VISCERAL_ADIPOSE_TISSUE_VS_LN_DERIVED_PPARG_KO_TREG_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37532_VISCERAL_ADIPOSE_TISSUE_VS_LN_DERIVED_PPARG_KO_TREG_CD4_TCELL_UP ACADSB AGA AMFR ANGPTL1 ANKRD10 ANKRD50 ANLN APOB ARL6IP1 ASB8 ASNS BBS10 BCL2L13 BLOC1S6 BPNT2 BTBD1 C1GALT1C1 C9orf78 CALR CAMK2D CAMK4 CBX5 CCDC117 CD2 CD4 CD53 CD99L2 CDC42SE2 CDK5RAP1 CDKN3 CFDP1 CHEK1 CHST10 COMMD3 CPPED1 CTNS CUL2 CYRIB DARS2 DENND4A DHX58 DIS3L DNAJC15 DYNC1I2 EDEM1 EI24 EIF2AK3 ELF2 ENTPD1 EPSTI1 ERLIN2 FBXO47 FEZ2 FOXO4 GABARAPL1 GGTA1 GNAQ GOPC GRIA3 GYG1 GZF1 HADHA HCLS1 HDDC2 HPGDS IGBP1 IRGM KIF1B KLF6 KLHDC10 LAPTM5 LCA5 LPIN1 LRIG2 LRRC61 MANBA MAPKAPK5 MCM3 METAP1 METTL15 MFSD11 MIR361 MLX MPI MTA2 MTMR9 MTX2 MXD1 MYH9 N4BP1 NAA20 NAA38 NAAA NEK3 NF2 NIT2 NMRK1 NT5E NUDCD3 ODC1 OMA1 OXSM PA2G4 PBK PDP1 PHLDA1 PHLPP1 PIP4K2C PLEKHB2 PLEKHO2 PLK2 PPP1R15A PRDX4 PSMD5 PSMD7 PTPRJ PVR RAB27A RBM34 RCN2 RDH12 RFC3 RNPEP RRM1 SARS1 SCRN3 SELENOF SEPTIN6 SFT2D2 SLC15A2 SLC25A20 SLC25A24 SLC25A51 SLC2A3 SLC30A6 SLC35D1 SLC4A7 SMAP2 SMARCD1 SNORD73A SNX1 SQOR SRI STAMBP STAU1 STIL TAF12 TAX1BP3 TEX15 TEX2 TGDS THOC7 TMEM14A TMPRSS5 TPRKB TRIT1 TSG101 TSHZ1 TSPYL4 TTC19 TTC32 TTLL1 TUBGCP2 UFD1 USP10 USP3 VDAC1 VDAC3 WDR76 ZC3HAV1 ZDHHC23 ZEB1 ZMAT3 ZXDC GSE37532_VISCERAL_ADIPOSE_TISSUE_VS_LN_DERIVED_TCONV_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37532_VISCERAL_ADIPOSE_TISSUE_VS_LN_DERIVED_TCONV_CD4_TCELL_DN ACTRT1 ADAM28 ADGRB1 ADGRG7 ADH4 AGBL2 ALPK2 ANKK1 ANKRD42 AQP2 AQP4 AVIL C8A CLDN4 CMTM5 CRYGS CSN1S2AP DMD DRGX DTNA ELOVL3 ERFE ERICH5 ESX1 FABP9 FAM205C FLRT3 FRMPD3 GAP43 GLP2R GPHA2 GPM6A GPR12 GRPR HPD HYI IGFN1 IL31RA KCNAB1 KCNC4 KCNMA1 KLHL13 KRT9 KRTAP5-2 KRTAP6-2 LGR4 LRRC2 LRRC4 MARCHF10 MEGF11 MEGF8 MESP2 MIR150 MIR23B MMP10 MOBP MRGPRX1 NAA11 NKAIN3 NMS NOX3 NPTX1 NXPH2 P2RX3 PCDH15 PCSK5 PELO PLA2G1B PRM1 PTPN3 R3HDML RASAL2 REP15 RSPO2 RTL5 RTP3 S100A16 SDR16C6P SLAMF8 SLC17A2 SLC22A14 SLC22A3 SLC25A29 SLC35G3 SLC36A2 SLC5A11 SLC6A13 SLCO5A1 SLITRK5 SNHG1 SNORA61 SNORA73B SNORA74A SRPX2 ST6GAL2 STAB2 STAR STARD13 STBD1 SYN2 SYT8 SYTL5 TCAM1P TDRD1 TNFRSF21 TNNC1 TSHZ2 USP17L5 WT1-AS ZDHHC11 GSE37532_VISCERAL_ADIPOSE_TISSUE_VS_LN_DERIVED_TCONV_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37532_VISCERAL_ADIPOSE_TISSUE_VS_LN_DERIVED_TCONV_CD4_TCELL_UP ACER1 ACTG1 ANXA2 AQP1 ARPC1A ATP2A2 ATP5F1A ATP5F1C ATP6V1E1 B3GALNT1 BLVRA BTN1A1 CCDC85A CD70 CD80 CDKN2A CDT1 CENPH CHRNG CHST15 CLDN23 CPT1A CRNN CTH CXCR6 DGAT1 DNASE2B DYDC1 EIF1 EIF2AK4 EMX1 EPHA4 ERMP1 FAM183BP FCRL6 FGL1 FOXN4 FREM1 FUT4 FZD6 GJA10 GKN1 GLIS3 GLUL GOSR2 GPR158 GPRC6A GSTO1 HTATIP2 ICAM5 IDO1 IGLL1 JPH2 KCNS3 KCTD14 KIRREL1 KLK10 KLK4 KRT9 KRTAP6-1 LCN8 LMO3 LRRC19 MAEL MAMSTR MGAT4C MGAT5 MGMT MIR135B MIR301B MIR335 MN1 MOGAT1 MPZL2 MRPS5 MYF6 NOP56 ODC1 P4HB PBX4 PDCD6 PDE10A PDE1A PDZD2 PID1 PKD2 PLIN2 PRIM2 PRM1 PROK1 PTGER2 PTPN20 PVT1 RPL7A SCN3B SDF4 SEPTIN12 SIPA1L1 SLC27A2 SLC37A3 SLC43A1 SNCA SNORA20 SNORA75 SPHKAP STAT3 STRIP1 SUGP2 SURF6 SYCE2 TANGO6 TAP2 TGM2 TIGIT TMPRSS11D TMPRSS11E TMTC1 TNP2 TOGARAM2 TRAP1 TRIM29 TRPC7 TSBP1 TXNDC2 VASH2 VAV1 WNT2 ZIC1 GSE37532_VISCERAL_ADIPOSE_TISSUE_VS_LN_DERIVED_TREG_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37532_VISCERAL_ADIPOSE_TISSUE_VS_LN_DERIVED_TREG_CD4_TCELL_DN ABCB9 ADAM1B AFF1 AHR AHSG AMDHD2 AMER3 ANGPTL2 ANXA1 AP3D1 AR ARID1B ARL8A ATXN7L1 BANK1 BICRA BRD4 BUD13 CAMTA2 CCDC107 CD27 CDH2 CDK16 CECR2 CEP57 CEP68 CES2 CLPP CNNM3 CRTAM CRTC2 CRTC3 CSF3R CTDSPL DAB2IP DCP1A DHH DLG4 DUSP10 EGR1 EGR4 EIF1AD ENOPH1 EPHB1 ERCC8 EVI5L EXTL3 FAM117B FAM120C FBRS GAL3ST1 GARIN5A GATAD2B GHDC GNMT GPSM3 GRINA GRK1 GYPC HELZ HIPK2 HNF1A HOOK2 HRH3 ICAM4 IDUA IFIT1 IFT20 IKZF5 IL6R INO80D IRF2 ITPRID2 KDM6B KDM7A KRT73 LENG9 LY96 LYSMD4 MAF MAN2B2 MAP3K11 MAPK1IP1L MBD6 MEF2D MIR130A MVB12B MXRA7 NABP2 NAGA NEPNP NEU3 NMNAT1 NPLOC4 NSRP1 NUP35 OGFOD1 OLR1 P4HTM PACS1 PARD6G PATL1 PCDH20 PDE6B PIAS3 PLEKHA7 POC1B POLR2L POMT2 POU2F2 PRCP PRDM10 PRODH2 PROSER3 PROX2 PRTN3 PTPN13 PYCARD RANBP10 RASGRP4 RASSF2 RBMS2 RERE RFX7 RIN3 RPS26 SCMH1 SCNM1 SELENOP SETD1A SH2B1 SH3BGRL3 SLCO3A1 SP2 SYT11 TAF6 TAF8 TET1 TGM7 THOP1 TLR7 TMEM150A TMEM170A TOM1L2 TRAM2 TTLL9 ULK3 UROS USP21 UST VAMP2 WASF2 WIPF2 ZBTB40 ZMYND10 GSE37532_VISCERAL_ADIPOSE_TISSUE_VS_LN_DERIVED_TREG_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37532_VISCERAL_ADIPOSE_TISSUE_VS_LN_DERIVED_TREG_CD4_TCELL_UP ABCA1 ABCC4 ACADSB ACTR10 ADAM9 ADHFE1 AFF3 AMPD3 ANXA2 APLP1 AXL BACH2 CASP8 CBX5 CD38 CD44 CD80 CD99L2 CDK5RAP1 CDK6 CEP41 CFDP1 CHST15 COG4 CPPED1 CPT1A CRADD CUL7 CYTH3 DARS2 DBNDD2 DGAT1 DGKH DHX58 DIS3L2 DOCK2 DUSP5 DVL3 DYM ECD EIF2AK1 EIF2AK4 EPSTI1 FAM183BP FBRSL1 FBXO47 FBXW11 FCRL1 FIZ1 FOSL2 G3BP1 GABARAPL1 GALM GLIS3 GLUL GPAT4 GPR83 GPRC6A GRIA3 GTF2H5 GYG1 HEATR5B HELZ HEPHL1 HS6ST1 HYCC1 IL12RB2 IL2RB IQCE ITPR1 KDM5C KIF13A KRT222 LMAN2L LMO3 LTA4H MAML1 MAP2K4 MCUB MGAT5 MICU1 MIR128-1 MKRN1 MRPS18C MRPS5 MTSS1 NEIL1 NFAT5 NSUN3 NT5E ODC1 P2RY14 PAG1 PAK1 PATL2 PBX2 PDCD6 PENK PGLYRP1 PHLDA1 PHLPP1 PIGG PLIN2 PML POU2F1 POU5F2 PPME1 PPP1R15A PPP4R1L PRM1 PRR3 PSMD11 PTGER2 PTPRJ PVR RAB29 RAB32 RALGDS RAPH1 RDH11 RNF185 RNPEP RPL14 RUNX1 SBF2 SCGB1A1 SCN3B SDF4 SFMBT2 SGPP1 SLC22A5 SLC25A12 SLC35B1 SLC35B4 SLC38A9 SLC6A6 SMARCD1 SNX12 STAT4 STK24 STRADB STX18 SVBP TANGO6 TBCEL TEX15 TIGIT TLCD1 TMEM14A TNFAIP3 TPD52 TPST1 TRIM14 TRMT10A TUBB2A TUBGCP2 TXNL4B UBAP2 USP10 USP28 WASHC3 XPNPEP3 ZC3HAV1 ZDHHC23 ZDHHC9 ZFYVE26 ZNFX1 ZSCAN29 ZXDC GSE37532_WT_VS_PPARG_KO_LN_TCONV_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37532_WT_VS_PPARG_KO_LN_TCONV_DN ACTG1 ADAM8 ADPRH AIMP2 ANAPC15 ANP32E ANTKMT ANXA2 AP3B1 ARSB ASF1B ASNSD1 ATF1 ATP5PB ATP6V0C AZIN1 BHLHE40 BIRC5 BUB1B C11orf54 C15orf40 CALM1 CALM2 CAP1 CAPG CASP1 CATSPERB CCDC50 CCL3 CCL5 CCNA2 CCR2 CD38 CDC14A CDC25B CDC34 CDCA2 CDCA3 CDKN2AIPNL CENPE CENPL CHEK1 CLDND2 CLIC1 CLIC4 COPS9 COX17 COX7B CRIP1 CRYBA2 CSF1 CTSD CWC15 DAZAP2 DEK DOCK5 DPYSL2 EDF1 EEA1 EFHD2 ENTPD1 ETFB FAM185A FKBP2 GEN1 GLRX GMCL1 GNG10 GPR65 GSAP GTSE1 GZMA H1-5 H2AC15 H2AZ1 H2BC4 HEG1 HELLS HLA-A HMGB2 HMMR HNRNPA2B1 HPF1 ID2 IFI30 IFNG ITGAL ITGAV ITGAX ITGB1 KIF11 KNL1 KNOP1 LGALS1 LGALS3 LIME1 LIPA LPIN1 MANF MAST2 METAP2 MICOS10 MKI67 MSRB1 MYADM MYG1 MYO18A N4BP1 NAXE NCAPG NCAPG2 NCOA7 NEK7 NMT1 NOD1 NRP1 NSD2 NUDT4 NUF2 PANK3 PCNA PDIA6 PEPD PHF11 PIK3AP1 PLEK PLSCR1 PPAT PPP1R8 PPT1 PRC1 PRF1 PRR13 PSMB9 PSMD5 PTMA PTMS PTPN7 RAD51 RBBP8 REEP5 RMND5A RNASE1 RNF10 RNF170 RORA RTN4IP1 S100A10 S100A6 S1PR5 SAV1 SCAMP2 SELENOS SEMA4D SERPINB9 SH3BGRL3 SHCBP1 SLC25A24 SMC2 SMPDL3B SNX25 SNX9 STT3A SWAP70 SYAP1 SYTL2 TACC3 TAP2 TBCB THEMIS2 TICRR TIGIT TNFRSF1A TPM4 TRAPPC1 TRPV2 UBA3 UGDH VAV3 VIM VWA8 XCL1 YWHAH ZDHHC2 ZNG1A GSE37532_WT_VS_PPARG_KO_LN_TCONV_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37532_WT_VS_PPARG_KO_LN_TCONV_UP AAK1 ABRAXAS2 ACADL ACADSB ACCS ACVR1B AHNAK2 AKR1C4 AP2A2 ARHGAP39 ARHGEF4 ATP10A BACH2 BANK1 BBS2 BCL2L11 BMI1 BMT2 BPIFA1 BTBD1 C4BPB CAB39 CCDC28A CCDC82 CD28 CD3G CD96 CDC14A CDK17 CEP97 CHST15 CLK1 CNKSR3 CNOT1 CROT CTDSP2 CTLA4 CTSS CTSW CYGB CYTH3 D2HGDH DBP DCHS1 DCP2 DENND1B DGCR8 DGKZ DOCK10 DTYMK DYRK2 ELK4 ENDOU EXOC3L2 FABP9 FAM13B FAM163A FAM166C FAM3C FAM76B FAM91A1 FILIP1 FOXN3 FOXP1 FRMD6 FRMD8 FYCO1 GBP6 GPR171 GPR18 GPR75 GPR83 HECA HECTD2 HHEX HP1BP3 HYCC2 IFT80 IKZF4 IL27RA ILF3 INKA2 INPP5F INSYN1 IP6K1 IPCEF1 IRX2 ITGA4 ITGB2 ITM2A IVD IZUMO1R JADE2 KAT2B KCNMB4 KHK KIAA0040 KLHL24 KLHL26 KMT2C KMT5B L3MBTL3 LAD1 LAMA2 LANCL1 LCOR LEFTY2 LMBR1 LYPD6B LZTFL1 MAGEE1 MAJIN MAP3K2 MAPRE1 MBP MFSD6 MGME1 MTRFR N4BP2L1 NCF2 NCOA7 NHLRC1 NLGN3 NPC2 NR2C2 NR3C1 NSD3 NT5DC1 NTS NXPE3 OLFM4 PAXBP1 PDK2 PIP4K2A PJA2 PLAAT5 PLEKHA1 PRDM10-DT RALGPS2 RAPGEF6 RASSF5 RCOR3 RELCH RESF1 RNF111 RNF130 RNF170 RNF2 RSRC2 SESN1 SESN3 SHISA5 SHPRH SLAMF6 SLC12A6 SLC25A3 SLC25A36 SLFN13 SMAD1 SMC4 SMPDL3A SMURF2 SNRK SOCS5 SPATA6 SSBP2 ST8SIA6 SVIL SYNJ1 TEF TLR1 TM6SF1 TMIE TNRC6A TNRC6C TPO TRIM34 TTC3 TUT4 TUT7 UBE2B USP34 USP38 UTRN VIT VPS13D VSTM4 WDR17 YPEL2 ZBTB4 ZC3H11A ZDHHC17 ZDHHC23 ZFAND6 ZKSCAN8 ZMAT4 ZMYM2 ZNF217 ZNF292 ZWINT GSE37532_WT_VS_PPARG_KO_LN_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37532_WT_VS_PPARG_KO_LN_TREG_DN ADAM28 ADAMTSL1 ADGRG7 AKAP6 ANKAR ANKRD42 AQP4 ATP2C2 BEST1 BMPER BTNL9 C11orf16 CALHM1 CAPN9 CCDC30 CCNA1 CCT8L1P CDA CERS3 COX6A2 CRYM CYP17A1 DAPK2 DMRTC1B DNAJA4 DUOX1 EPHA8 FAM163B FAM205C FERMT1 FNDC7 FRK FUT7 GHRH GJD2 GP9 GPR50 GPR6 GRIA1 GRP GSG1L GUCY2D HHIPL1 IGHM IL31RA INSM1 INSYN2A ITM2A KCNV2 KCTD14 KEL KIRREL1 KLK7 KRT1 KRT35 KRT9 LEMD1 LMCD1 MARCHF10 MIR204 MMP10 MMP21 MN1 MUC20 MYOM1 MZF1 NAA11 NEFM NHERF4 NKAIN3 NOTO OGDHL OTOP3 PEBP1 PKD2 PLA2G2E PRAMEF12 PROK1 PRRT3 RAG2 RBM11 RCOR2 RNFT2 RSPO1 S100A16 SAA4 SARDH SARS1 SEMA3E SEMA3G SIGLEC1 SLAMF8 SLC25A48 SLC6A14 SLCO5A1 SLITRK5 SNCA SOHLH1 SP9 SPESP1 SPHKAP STBD1 SVIP SYN2 SYTL5 TCF23 THBS2 THRSP THSD7A TLR9 TMEM89 TPBG TPH2 TRIM69 TSKS TTC24 TTC9B TTLL8 UBIAD1 USP17L5 VSTM2B WDR27 WNT16 GSE37532_WT_VS_PPARG_KO_LN_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37532_WT_VS_PPARG_KO_LN_TREG_UP ABCA1 ABCC4 ACBD6 AHR ANKRD10 ANXA1 AR ARFGEF2 ARHGAP17 ARID1B ARID5B ARL8A ATP6V0A1 ATXN7L1 AXL BCL10 BCL6 BCS1L BLTP3A BMP2K BRD4 BSCL2 CALCOCO1 CASP8 CAT CCNK CD27 CD4 CD44 CD80 CD99L2 CHST15 CITED2 CIZ1 CLPP CRTC2 DAPP1 DCAF12 DESI1 DLG4 DNAAF5 DNAJC11 DYM EGR1 EIF4A3 ENTPD1 ETV6 EXTL3 F2RL1 FAM117B FAM3A FBRSL1 FEM1B FHIP2A FKBP15 FLOT2 FMO5 FOSL2 FOXO4 FRRS1 FXYD5 GATA3 GGT7 GHDC GLT8D1 GOLGA2 GRINA H1-3 HCFC1 HDAC3 HELZ HIPK2 HSH2D IFIT1 IFITM3 IFT20 INSYN2B IQCE IRF2 IRF2BP2 IRS2 ITPKB JARID2 KCTD6 KDM5C KDM6B LAMC1 LAMTOR2 LIX1L LMTK2 LNX2 LPAR6 LRRC57 LRRC61 LRRC8D LY96 MAPK1IP1L MBD1 METTL15 MFHAS1 MFSD11 MINK1 MIR190B MRPL57 MTA3 MVB12B MXD1 NAAA NAB2 NABP2 NACC1 NCF1 NDUFS7 NEU3 NFAT5 NMNAT1 NSUN3 NUP35 P2RY14 PARD6G PIAS3 PIK3R5 PLAGL2 PLEKHA7 PML PMM1 POLR2H POMT2 POU2F1 POU2F2 PPP1R16B PRCP PSMA1 PTPRJ RAB2B RAB4B RAPH1 RBMS2 RUNX1 SCMH1 SESN2 SGPP1 SLC35E2A SLC9A7 SNORD73A SRGN ST6GAL2 STRADB TAF6 TAF8 TAX1BP3 TERT TET1 TEX15 TGFBRAP1 TNFRSF10B TOM1 TRAM2 TRIM13 TTLL1 UBE2R2 UCK2 ULK3 UPRT USP21 VPS33B WASHC3 WASL WBP11 WDR46 WIPF1 WIPF2 WNK1 ZDHHC9 ZFAND2B ZFP36 GSE37532_WT_VS_PPARG_KO_VISCERAL_ADIPOSE_TISSUE_TCONV_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37532_WT_VS_PPARG_KO_VISCERAL_ADIPOSE_TISSUE_TCONV_DN ABHD10 ACO1 ACP6 ADGRG1 AGPAT5 AMPD2 ANGEL1 ANKRD28 ANP32B APEX1 ARRB1 ASTE1 ATG4A ATG4B ATP5PB B4GALT6 BAIAP2 BICD2 BID BLCAP BNIP3L BRCC3 BZW2 C1orf174 CARD10 CCNF CDC40 CDC42EP3 CENPS CERK CFAP20 CHST2 CLNS1A COTL1 CRKL CTNNAL1 CUL3 CXADR DAD1 DAP3 DDX50 DHX57 DKC1 DLG1 DNAAF2 DOK4 DUSP7 EBP EEF1E1 EZH2 FAM172A FAM200C FAM53C FANCE FBL FBXO28 FEM1B FEZ1 FRG1 FXN GALNT11 GAMT GCDH GET1 GORASP2 GPATCH3 GPER1 GPN3 GRAMD4 GTF2E1 HEATR1 HILPDA HMG20A HNRNPA0 IER3 IL11 IMPA2 INTS15 ITGAE JPT2 KATNB1 KCTD7 KDM1A KMT5B LASP1 LHFPL2 LIAS LMCD1 LRPPRC LRRC8D MAEA MAGEF1 MAPK14 MCMBP MEGF9 MN1 MORC2 MOSPD1 MREG MTMR4 MYCL MYO1B NACC2 NARS1 NARS2 NINL NOL11 NOLC1 NRG1 NSMF NT5DC2 NUFIP1 OLA1 OXA1L PABPC4 PACSIN3 PAGR1 PAK2 PARG PARK7 PARP2 PAXIP1 PDLIM2 PDXDC1 PDZD8 PELI2 PFN2 PHF10 PHF20 PIDD1 PINK1 PKIA PLIN2 PMPCA PMPCB POLR2F PRDX2 PRPF38B PSMG1 RAB4A RBM38 RBMX RCL1 REPIN1 RGP1 RMND5A ROR1 RPP40 RRP1B RRS1 SAMSN1 SCRIB SEPHS1 SFMBT1 SFPQ SIK2 SLC25A13 SLC25A36 SLC26A2 SMARCC1 SNN SNRPD1 SNUPN SNX13 SNX4 STX6 SUPT16H TACC2 TCEAL1 TCFL5 TFDP1 THAP4 THEM6 THYN1 TIMM8A TIMM8B TJP2 TMEM168 TOMM20 TRAK2 TSPAN6 TSR1 U2SURP UBE2I UBE4B UMPS UNC119B UNKL UROD USP12 USP20 USP22 USP3 UTP25 WDR12 WIPI2 ZBTB14 ZFP64 ZFTA ZMAT3 GSE37532_WT_VS_PPARG_KO_VISCERAL_ADIPOSE_TISSUE_TCONV_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37532_WT_VS_PPARG_KO_VISCERAL_ADIPOSE_TISSUE_TCONV_UP ABCB1 ABL1 ACOX3 ACP1 ACTN4 ACTR1B ADAM22 AKNA AKT1 AMELX ANAPC16 ANGPT4 AP1S2 ARHGAP39 ARHGAP6 ARHGAP9 B4GALNT1 B9D2 BECN1 BMF BOP1 BORCS5 BRPF1 CASP8 CCND1 CCR6 CD244 CD300A CD72 CD82 CEP70 CIAO2B CIITA CLCF1 CLEC4D CLPTM1 COMMD2 CRLF3 CRYBB2 CYB5R3 DAPP1 DAXX DBP DELE1 DNASE1L3 DOHH DQX1 DSCAM DTX1 DYNLRB1 DYSF DZIP1 EFCAB14 ELF4 EPM2A ESRRG FAM234B FBXL20 FCRL1 FFAR2 FNBP4 GALT GANC GCG GPAT4 GPD1 H3C7 HDHD5 HLA-DOA HLTF HPGDS HRH1 ICOSLG IDH3B IL10RA IL2RG IL6R ILKAP IRAG2 IST1 ITGAX ITGB1BP1 ITGB2 ITLN1 KANSL2 KLK8 KMT2C KRT4 LMO2 LPAR1 LPIN2 LRP1 LRRK2 MAD1L1 MAP1S MAP3K5 MARCHF6 MATK MDP1 MED16 MED30 MEFV MFSD5 MICAL1 MICOS13 MORC4 MRPL19 MSL1 MTA2 MTA3 MYCBP2 MYO1B NAPSA NDST1 NDUFAF3 NDUFS2 NFATC1 NPL NRTN NUBP1 OAS2 OMA1 OSTF1 OTULIN OXA1L OXNAD1 PCNX3 PECAM1 PEX19 PFKL PGLYRP2 PIGM PIK3CG PIP4K2A PLAU PLCB2 PLEKHA1 PLEKHF1 PLEKHG5 PPP1CA PPP1R12C PPP1R14A PRM2 PTPN22 PTPRC PYCARD RAB8A RASA4 RCHY1 REEP6 RFX1 RHBDL1 RNF130 RNF149 RRAS2 RTN1 SASH1 SAT1 SFT2D2 SH3PXD2A SIGLEC7 SIRPA SLC12A6 SLC14A1 SLC15A2 SLC32A1 SLC46A3 SLFN12L SMARCA2 SNTA1 SNX21 SORCS3 SPAG7 ST3GAL2 STAP1 STUB1 STX5 TARS1 TEX9 THEMIS2 TLR1 TMEM131L TMEM68 TNF TNFAIP8 TRAPPC12 TREM1 TSPAN2 TUBGCP3 UBE2D3 UBE2E2 URI1 USP48 VAMP8 VPS35L WDR83OS XAB2 YTHDF3 ZSCAN26 GSE37532_WT_VS_PPARG_KO_VISCERAL_ADIPOSE_TISSUE_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37532_WT_VS_PPARG_KO_VISCERAL_ADIPOSE_TISSUE_TREG_DN ABCA1 ABCG1 ACADL ACLY ADCY6 ADK ALDH1A2 AMOT ANKRD33B ANP32E ANXA4 ANXA7 AP3S1 AQP9 AREG ARL5A ATAD2B ATF5 ATP2A2 B3GNT5 BASP1 BCL2L14 CACNB2 CACUL1 CALCB CANX CCL17 CCL22 CCNG2 CD200 CD44 CDH1 CDV3 CHMP4B CLDN1 CLDND1 CLN5 CLU COA5 COG6 CPNE3 CREG1 CRIP1 CSRP1 CSTF2 CTNNBL1 CYP4A22 DENND4C DHCR24 DHPS DLG3 DNAJB2 DNAJC1 DNAJC13 DNAJC3 DNTT DOCK1 EIF2S3 ELL2 ELOVL6 EMC3 EP400 EPSTI1 FABP5 FKBP1A FSCN1 GADD45A GCA GLCE GLIPR2 GNB4 GNS GPATCH4 GPATCH8 GPR137B GPR37 GSR GTF3C6 HEPH HIBADH HIVEP1 HMGCS1 HMGN3 HPS4 HSDL2 HTRA1 IDI1 IDO1 IK IL2RA INPP5B INSL6 KCNE2 KCTD12 KRT85 LAD1 LAMP2 LAPTM4B LARS1 LDLRAD4 LITAF LOXL3 MAGT1 MAP4K4 MARCKSL1 MED22 MID1IP1 MORF4L2 MPI MX2 MYDGF MYL6 MYLK MYOM1 NDRG1 NDRG2 NDUFB7 NEXMIF NHERF2 NID1 NMT1 NMT2 NOL11 NPC2 NSMCE2 NSMCE3 NUMB OR4E2 P2RY14 PAFAH1B2 PAM PCBP3 PLAAT3 PLPPR4 PLS3 PMEPA1 PSMD11 PSMD2 PTPN21 PTTG1IP QDPR QPCT RAB10 RAB13 RAB4A RASSF3 RBM17 RCSD1 RGS10 RHOC RNF157 RNF187 RPL23 RSPRY1 SCPEP1 SDC2 SEC61A1 SECISBP2L SERPINB9 SIN3B SLC1A2 SLC22A3 SLC52A3 SLC6A1 SNX12 SOCS3 SPINT2 SPOP SRP19 SRP9 SSBP3 SSR3 STAP2 STBD1 STXBP6 SWAP70 SYNPO TAPBPL TAS1R3 TBL1X TFCP2L1 THAP12 TM4SF5 TMED2 TMEM39A TNFRSF13C TNNT2 TOP1 TRAPPC10 TRIB1 TSTD2 TUBB2A TXN TXNDC17 UBE2R2 USP7 VWA5A YWHAZ ZBTB8A ZDHHC14 GSE37532_WT_VS_PPARG_KO_VISCERAL_ADIPOSE_TISSUE_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37532_WT_VS_PPARG_KO_VISCERAL_ADIPOSE_TISSUE_TREG_UP ACKR4 ACRBP ANAPC11 ANKRD36 ANKRD36BP2 ARHGAP11A ARHGAP19 ARHGAP33 ATP23 ATP6V1G3 BACH2 BIRC5 C18orf54 C6orf226 CALM3 CARHSP1 CBX5 CCDC150 CCDC34 CCNE1 CCNF CD27 CDC25B CDC25C CDC27 CDC7 CDCA5 CDCA8 CDK19 CDKN2C CDKN3 CENPI CENPJ CEP20 CEP76 CETN3 CFAP251 CGGBP1 CKAP2L CKS1B CLIC4 COP1 CPPED1 CPSF6 CTCF CTNNAL1 CYTH2 DCP2 DCTN2 DCTN3 DEK DEPDC1 DEPDC1B DESI2 DGKZ DIAPH3 DLGAP5 DONSON DPY30 DTYMK DUT E2F2 ECT2 EME1 ENSG00000291107 ESPL1 EZR FAM111B FANCI FBXO5 GCSAM GINS2 GPR137C GPSM2 GTSE1 H1-10 H2AJ H2AX H2AZ2 HAUS8 HCFC2 HDGF HMGB2 HMGB3 HMGB3P1 HMGN2 HNRNPA2B1 HNRNPM HP1BP3 HPS4 HSPA2 IFT122 ILK IQGAP1 IQGAP3 ITPR1 JMJD1C JPT1 KIF14 KIF18A KIF2C KIF4A KPNA2 LRRFIP2 LSM3 MELK MFHAS1 MLLT10 MME MPC2 MRPL51 MTM1 MXD3 NAP1L4 NDC80 NRM NSD2 NT5C2 NUSAP1 OIP5 PAPOLG PAPSS1 PCLAF PEX5 PHF3 PHKB PKMYT1 PLK4 PNRC2 POC1A POLH PPP6C PRC1 PRDM10 PSIP1 PTP4A2 PTTG3P RAD54L RALBP1 RANGAP1 RAP1B REXO5 RFC4 RNF26 RPRD2 RPS27L RRM1 RRM2B RTTN SAE1 SANBR SAP130 SAPCD2 SARNP SEPHS1 SGO2 SKA1 SLBP SLC25A20 SLC30A4 SPA17 SPAG16 SPAG5 SPIN4 SRP9 STIL STMN1 SYF2 TACC3 TAPT1 TAPT1-AS1 TCEA1 TCF3 TCL6 TDRD7 TERF2 TMEM129 TMPO TMSB15A TPD52 TPX2 TRIM24 TRIM59 TRIOBP TRIP13 TRMT5 TROAP TUBA1C TUBB4B TUG1 TYMS UBE2T UBL7-DT WDR19 WDR47 YWHAZ ZCCHC10 ZDHHC14 ZNF367 GSE37533_PPARG1_FOXP3_VS_FOXP3_TRANSDUCED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37533_PPARG1_FOXP3_VS_FOXP3_TRANSDUCED_CD4_TCELL_DN ADAR ANKFY1 APOBEC3G APOL1 APOL2 APOL3 APOL6 ARID5A BAG1 BAK1 BAZ1A BAZ2A BCL2L13 BST2 BTN3A1 BTN3A3 CALCOCO2 CASP1 CASP10 CASP7 CBR3 CD47 CMTR1 CNP CSF1 CTNNBL1 CXCL10 CXCL11 CYLD DDX60 DEDD DHX58 DNAJA1 DNPEP DYNLT1 EHD4 EIF2AK2 ELF1 ETV7 FBXL7 FHL3 GBP1 GBP2 GCH1 GCNT1 GMPR GOLM1 GSDMD GTF2B GTPBP1 HERC5 HERC6 HIVEP1 HLA-A HLA-B HLA-C HLA-E HLA-F HLA-G HLA-J IDO1 IFI16 IFI27 IFI30 IFI35 IFI44 IFI44L IFI6 IFIH1 IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 IFITM2 IL15 IL15RA IRF1 IRF2 IRF7 IRF9 ISG15 ISG20 JADE2 JAK2 KCTD14 LAP3 LGALS8 LGALS9 LGMN LRRC32 LY6E MALT1 MAX MCUB MEF2C MSX1 MX1 MX2 MYCBP2 MYD88 N4BP1 NAPA NBN NDUFA9 NFYB NMI OAS1 OAS2 OAS3 OASL OGFR OPTN ORC4 PARP12 PARP4 PCNX1 PHF11 PLA1A PLAAT4 PLEKHA4 PLSCR1 PML PPA1 PRKD2 PSMB10 PSMB8 PSMB9 PSME1 PSME2 RAB9A RABAC1 RBCK1 RBM7 RHBDF2 RIGI RIPK1 RIPK2 RNF114 RNF138 RNF19B RNF31 RPS6KC1 RSAD2 RTP4 SAMD9 SAMHD1 SECTM1 SHFL SIAH2 SIDT2 SLC15A3 SLC25A28 SLFN12 SOCS1 SP100 SP110 SP140L SPATS2L SPTLC2 SQOR STAT1 STAT2 TAP1 TAP2 TDRD7 TENT5A THEMIS2 TLE4 TLR3 TMBIM1 TMEM140 TMEM62 TNFSF10 TNFSF18 TRAFD1 TRANK1 TREX1 TRIM14 TRIM21 TRIM22 TRIM26 TRIM38 UBA7 UBE2L6 USP15 USP18 USP25 VEGFC VEZF1 VRK2 WARS1 WASHC4 XAF1 YEATS2 ZC3HAV1 ZCCHC2 ZFPM2 ZFYVE26 ZNF467 GSE37533_PPARG1_FOXP3_VS_FOXP3_TRANSDUCED_CD4_TCELL_PIOGLITAZONE_TREATED_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37533_PPARG1_FOXP3_VS_FOXP3_TRANSDUCED_CD4_TCELL_PIOGLITAZONE_TREATED_DN ABCC5 ABCE1 ACAA2 ACO1 ADGRA3 ADGRG6 ADNP2 AHR AMIGO2 ANKRD17 APC API5 ARFGAP1 ATG2B ATG4B ATP2A2 BACH1 BCL6 C1orf174 CACYBP CAND2 CASP10 CCDC88A CCT6A CDC40 CDC42EP4 CIRBP CLUAP1 CPED1 CRKL CTDSP2 CTNND1 CTRL CTSS CUL3 CXCL9 DDX23 DNAJB1 DRAM1 DYRK4 EIF3B EIF4H ERLIN1 ETV1 EXOC1 FAM114A2 FAM53C FAN1 FAT4 FBXL14 FKBP14 GCLM GET1 GIGYF2 GPATCH3 GTPBP3 GVINP1 HCCS HMG20A HMOX2 HPF1 IDO1 IFI30 IL15 IRF1 IRF8 JAG1 JPT2 KANK1 KCTD3 KDM1A KHK KHSRP KIF15 KIF2A LHFPL2 LIPT1 MDFIC MEGF9 MFAP1 MFAP3 MPC2 MPZL1 MRS2 MRTFB MSRB1 MTAP MTMR4 MVD NCK2 NDC1 NDST2 NELFCD NNMT NOL11 NSD2 NT5DC2 NUP50 ORC2 OTUD3 P2RX7 PABPC4 PAK2 PARP2 PAXIP1 PCDH7 PDE3A PDGFRA PDSS1 PFN2 PIAS2 PIAS4 PINK1 PKIA PKP4 PLAAT4 POLR2B POLR2H POPDC3 PPP1R12B PPP3CA RAB14 RAB27A RAD1 RANBP6 RBBP4 RBM4 RBMX RCL1 REV1 REV3L RGS2 RHOBTB3 RMND5A RNF144A RNFT2 RPP30 RPS6KA1 SBNO2 SCML1 SCRIB SCYL3 SEPHS1 SESN1 SETBP1 SF3A1 SFPQ SH3BP2 SHMT1 SHPK SIK2 SIVA1 SLC19A1 SLC23A2 SLC30A5 SMARCC1 SNN SNRK SNRNP27 SNX13 SOCS3 SSBP3 STIP1 STX6 SUSD6 TANK TBC1D9 TESK2 THAP4 THEM6 TMEM168 TNFAIP1 TNFAIP2 TNS3 TOP1 TRAK2 TRIB1 TRIB2 TTC1 TUBD1 U2SURP UBE4B UBP1 UNC119B UNC45A UNKL USP20 USP22 VBP1 VCPIP1 VPS54 VRK2 WDR37 XPO7 YWHAZ ZCCHC14 ZNF318 ZNF330 ZNF768 GSE37533_PPARG1_FOXP3_VS_FOXP3_TRANSDUCED_CD4_TCELL_PIOGLITAZONE_TREATED_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37533_PPARG1_FOXP3_VS_FOXP3_TRANSDUCED_CD4_TCELL_PIOGLITAZONE_TREATED_UP ADAR AFAP1 AMOTL2 APOBEC3G B2M B4GALT4 BAG1 BCL2L13 BLZF1 BST2 BTG3 CASP1 CAV1 CBR3 CCDC85B CD164 CD47 CELA3B CEP112 CFB CMTR1 CNP COMMD8 CTNNBL1 CTNND2 CYP2J2 DAPK1 DDIT4 DDO DDX60 DEDD DGCR11 DHX58 DKK1 DNAJC24 EBAG9 EFR3A EHD4 EIF2AK2 ELF1 ELF4 ELOVL6 EML2 ERBB3 ESM1 FBXL7 FHL3 FMR1 GCH1 GCNT1 GHRHR GTPBP2 GYG1 HERC5 HERC6 HK2 HLA-B HLA-C HLA-F HLA-J HOXD3 ID3 IFI16 IFI27 IFI35 IFI44 IFI44L IFI6 IFIH1 IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 IFITM2 IFITM3 IRF7 ISG15 ISG20 JADE2 KANK3 KAT2B KCTD14 KLF11 KLF17P1 LGALS8 LGALS9 LGMN LMO2 LNPEP LTB4R2 LY6E MEF2C MSX1 MX1 MX2 MYCBP2 MYD88 N4BP1 NAPA NBN NFYB NGFR NME7 NMI NR3C1 NT5C2 NT5E OAS1 OAS2 OAS3 OASL OGFR OSBPL7 P2RX1 PARP12 PARP4 PDXK PDZD2 PGAM1 PHF11 PLAGL1 PLEKHA4 PLSCR1 PML PPIC PPP2R2A PRDM11 PRKD2 PSEN1 PSMB8 PSMB9 RAB9A RABAC1 RAPGEF5 RASGRP3 RBCK1 RIGI RIN2 RPS6KC1 RSAD2 RTP4 RUSC1 SAMD9 SAMHD1 SCAMP1 SCN5A SEMA6A SH2B3 SHFL SIDT2 SLC15A3 SLC22A18 SLC25A28 SMARCA5 SNX11 SOCS2 SP110 SPATS2L SPRY2 SPTLC2 STK24 SUGP1 SUOX TARBP1 TDRD7 TENT5A TFDP3 THEMIS2 TIPIN TLE4 TMEM50A TMEM62 TNFRSF11A TNFSF10 TNFSF18 TNS4 TOR1B TRADD TRANK1 TREX1 TRIM14 TRIM25 TRIM26 TRIM38 TRIM5 UBA7 UBE2L6 UNC93B1 USP18 USP25 UVRAG VEZF1 WASHC4 XAF1 YEATS2 ZCCHC2 ZFPM2 ZFYVE26 ZNF467 GSE37533_PPARG1_FOXP3_VS_FOXP3_TRANSDUCED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37533_PPARG1_FOXP3_VS_FOXP3_TRANSDUCED_CD4_TCELL_UP ABRACL ACAD8 ACER3 AIFM2 ALG14 ALG5 ANXA7 APOA2 ARF1 ARHGEF10 ATP5PO BIK C7orf57 CCDC28B CCNE1 CDC14B CHRND CKS2 CLDN12 CLIP1 CMYA5 CNNM2 COPB2 COQ3 COX5A CPOX CRIM1 CRYBB1 CRYZ CS CUBN CXCL10 CYFIP2 DACT1 DAD1 DCTPP1 DERL1 DHDDS DHRS7 DMAC1 DNA2 DNAJC4 DNM3 DRC3 DUSP19 E2F7 EBAG9 EBP ECHS1 ECT2 EFEMP2 EFHD1 EIF2D EME2 EPRS1 FAM162B FAS FBXO17 FDX1 FXN GALC GALK2 GDAP2 GEMIN6 GID4 GKAP1 GLMP GNL3 GOLGA5 GOLIM4 GRHL1 HERPUD1 HIKESHI HOXA7 HSF4 HSPA13 IFRD1 ILDR1 INHBB INPP4A IPO11 ITGAL ITGB2 ITIH5 ITPRIPL2 JMY KAT7 KRCC1 LCAT LOXL3 LRP8 MAD2L1 MAN1A2 MAP3K20 MAT1A MCRIP2 MFSD11 MGAT2 MIF MLKL MRPL54 MRPS12 MXI1 MYL4 NAPRT NCOA2 NDUFC2 NFIL3 NME6 NSFL1C NSG1 NUDCD1 OSGIN1 P2RX3 PADI4 PAPSS1 PCDHGC4 PCGF2 PDZD4 PGM2 PIM2 PLA2G12A PLCD1 PNPO PON2 PPP1R13L PPT2 PRCP PRICKLE1 PSKH1 PSMB4 PSPH PTRH2 QSOX2 RAB5IF RABEPK RAD51B RALB RAPGEF2 RHOB RNASE3 RNASET2 RRBP1 RSPH14 RXYLT1 SEC22A SEPTIN9 SERF1A SH3RF1 SHISA4 SKIL SLC12A3 SLC18B1 SLC25A34 SLC25A35 SLC46A1 SLC49A4 SLC52A2 SLC7A1 SLC8B1 SMAD5 SMC2 SNRPA SNX22 SQSTM1 SRM SRP19 SRR SRSF9 SS18L2 SVIP TAF12 TASP1 TCEAL8 TCF12 TEKT2 TENM4 TEX30 THNSL2 TIRAP TLE2 TM9SF1 TMEM223 TMEM41B TRIP4 TTC16 TTC23 TXNL1 UBE2B UBE2E1 UBN1 VPS25 WDR7 WDR83OS XRCC3 YIF1B ZBTB8OS ZMAT3 ZNF358 ZSCAN25 GSE37533_PPARG1_FOXP3_VS_PPARG2_FOXP3_TRANSDUCED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37533_PPARG1_FOXP3_VS_PPARG2_FOXP3_TRANSDUCED_CD4_TCELL_DN ABHD17B ACSS1 AKAP5 AP1S2 AP3M2 APEX1 ARID5B ARIH2 ARMC3 ATAD2B B4GALT5 BAZ1A BAZ2B BICRAL BIRC3 BLOC1S2 BMP2K BMT2 BTBD19 BTLA C2orf68 C9orf85 CAPZB CASP2 CASP9 CCDC39 CCNJ CCNL2 CD2AP CD36 CD38 CD79A CDK13 CDK17 CEMIP2 CEPT1 CERT1 CFP CHD7 CIB1 CLUAP1 CNTD1 CNTRL CORO1A COX20 CTPS2 CUL3 CYB561A3 CYP27A1 CYRIB CYTH1 DCUN1D1 DDIT4 DENND2D DHX15 DPH5 DYRK2 EMC1 EMC4 EN2 ESRP2 FAM32A FBL FBXO33 FLJ13224 FOXP1 FUBP1 FYTTD1 GABPB2 GADL1 GIMAP4 GNG10 GRM5 HCLS1 HCST HECA HEG1 HLA-DQA1 HMG20A ICAM2 IFI30 IFIT1B INPP5F IQSEC1 ISY1 ITIH2 KANSL3 KCTD12 KIAA0040 KLHL24 KMO KMT2D LDHA LDLR LIMD2 LMO2 LPAR6 LUC7L3 LYRM9 MAPK14 MAX MBP MCCC1 MDN1 METTL3 MFHAS1 MOB1A MS4A1 MSL1 MSL2 MTHFD1L MTPN NABP1 NEDD9 NXPE2 NXPE4 OARD1 PACSIN1 PAIP2 PARP2 PDE4B PDS5A PDZD8 PEX11G PHIP PKIB PLD4 PLEK PLEKHA2 PNN PPCDC PPM1K PQBP1 PRKACB PRPF4 PRXL2A PSMG3 PTCD3 RAB5B RBM22 RBM27 RBM33 RBM39 REST RFX7 RIPOR2 RNF139 RNF145 RNPS1 RPGRIP1 RPL23A RPS6 RPS6KA3 RRAS2 SAT1 SCD SF3B1 SFXN2 SIRT7 SLAIN2 SLAMF6 SLTM SMAP2 SMIM14 ST3GAL6 STARD9 SUN2 SVBP TAF15 TASOR TBK1 TCEA3 TEP1 TMED8 TMEM243 TMEM245 TMF1 TMOD3 TNPO1 TNRC6C TP53TG5 TRIM21 TRIM8 TRIO TRMT112 TRPS1 TSPAN32 TTPAL UBE2D2 ULBP1 UVSSA VPS37B WIPF1 ZBTB14 ZBTB43 ZDHHC17 ZMYM4 ZNF287 ZNF292 ZNF329 GSE37533_PPARG1_FOXP3_VS_PPARG2_FOXP3_TRANSDUCED_CD4_TCELL_PIOGLITAZONE_TREATED_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37533_PPARG1_FOXP3_VS_PPARG2_FOXP3_TRANSDUCED_CD4_TCELL_PIOGLITAZONE_TREATED_DN ACKR4 ACSL5 ADAR AFF1 AHCYL2 AKAP8 APOL1 APOL2 APOL3 APOL6 ARID5A ART3 ATF3 ATP10D ATP2A2 ATP6V1B2 BACH1 BAK1 BAZ1A BAZ2A BCL2L13 BCL3 BCL6 BTN3A1 BTN3A3 C5orf15 CALCOCO2 CASP1 CASP10 CASP7 CBR3 CD47 CLCN6 CLIC2 CMTR1 CSF1 CTDSP2 CTRL CXCL10 CXCL11 CXCL9 CYLD CYTH1 DDX23 DDX60 DNAJA1 DNAJA2 DNAJB1 DRAM1 DYNLT1 DYRK4 EDEM2 EIF2AK2 ENY2 EPB41L4A ETV7 FAM107A FAT4 FBXL14 FBXL7 FES FKBP5 FOSL2 FZD5 GBP1 GBP2 GCH1 GCLM GOLM1 GVINP1 HDAC4 HERC6 HLA-A HLA-B HLA-E HLA-F IDO1 IFI30 IFI35 IFI44 IFI44L IFIH1 IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 IL12A IL15 IL15RA IRF1 IRF2 IRF8 IRF9 ISG15 JAK2 LAP3 LGALS9 MALT1 MCUB MED21 MRTFB MSRB1 MX1 MYD88 NDST2 NDUFA9 NF1 NMI NNMT NREP OAS1 OAS2 OAS3 OGFR PARP12 PCDH7 PDE3A PDGFRA PHF11 PKP4 PLA1A PLAAT4 PLSCR1 PMAIP1 PML POLR2H PPA1 PRRG1 PSMA4 PSMB10 PSMB8 PSMB9 PSME1 PSME2 RAB27A RAI14 RCAN1 RIGI RIPK1 RIPK2 RNF114 RNF19B RSAD2 RTP4 SAMHD1 SBNO2 SCYL3 SDAD1 SECTM1 SETBP1 SETX SFT2D2 SGCB SHFL SIAH2 SLC15A3 SLC25A28 SLFN12 SNRK SNTB2 SOCS1 SOCS3 SP100 SP110 SP140L STAT1 STAT2 STK3 SUSD6 TANK TAP1 TAP2 TDRD7 TESK2 TLR3 TNFAIP1 TNFAIP2 TNKS2 TRAFD1 TRANK1 TRIB1 TRIB2 TRIM14 TRIM21 TRIM22 UBA7 UBE2L6 UBR2 UBXN4 USP15 USP18 VAMP5 VEGFC VRK2 WARS1 XAF1 ZC3HAV1 ZNF267 GSE37533_PPARG1_FOXP3_VS_PPARG2_FOXP3_TRANSDUCED_CD4_TCELL_PIOGLITAZONE_TREATED_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37533_PPARG1_FOXP3_VS_PPARG2_FOXP3_TRANSDUCED_CD4_TCELL_PIOGLITAZONE_TREATED_UP ABR ABTB2 ACTR3B ACVR2A ADGRG1 AGT AHSG AKR7A2 ANKRD11 ANKRD28 ARRB1 ASCC1 ATP5PB ATP8B3 BCAS4 BDH1 BNIP3L BRCC3 CALM1 CCDC85B CCN4 CD5 CDC42EP3 CDYL CENPS CERK CERT1 CHIT1 CHRNG CLCN4 CNPY4 CSNK1E CTNNAL1 CYP26B1 CYREN DDIT4 DDX28 DEFB4A DGCR11 DGCR6L DHRS7 DPM3 DZANK1 EHD4 EPHB4 EPX ERBB3 ESM1 FAM172A FGL1 FJX1 FMNL1 FMOD FOLR2 FYN FZD4 GABRB2 GABRP GATC GDPD5 H1-0 HAPSTR1 HBEGF HILPDA HOMER3 HOXA6 IER3 IFRD1 IFT88 IMPA2 IQCB1 ITGA2 ITPKB KIT KYNU LHX5 LIAS LINC00939 LMCD1 LRRC37A2 LRRFIP1 LXN LYL1 MAGEF1 MARS1 MEIS1 MEPCE METTL18 METTL5 MICAL2 MID1IP1 MIOS MMP19 MN1 MNDA MORC2 MPP1 MRPS14 MUC2 MYF5 NACA2 NDOR1 NDUFA8 NDUFS7 NKTR NME5 NME7 NOL3 NOLC1 NPM3 NPVF NT5C2 NUDT6 ORAI3 PARK7 PCK2 PDLIM2 PECAM1 PGAM1 PIGC PLD1 PLPPR3 PMPCB PNMA2 POLB POLD2 POLG2 POLR2F PPCDC PRDM11 PRODH2 RAMP2 RAPGEF5 RBFOX2 RBM38 RNF41 RPP40 RPS6KA2 RRH RTCA RUFY3 SDC4 SHB SHROOM2 SIK3 SLC1A4 SLC25A36 SLC2A1 SLC30A1 SLC35F2 SLC6A4 SLC7A1 SMUG1 SNUPN SOCS2 SPA17 SPRY2 ST3GAL6 STAU2 SUCLG1 SYNGR4 TAAR2 TACSTD2 TAX1BP1 THYN1 TIAM2 TJP2 TLE1 TM4SF1 TM6SF1 TMEM186 TNIP1 TPSD1 TRIM8 TRMT12 TRMT2A TRPV5 TSC22D3 TSPAN5 UBXN8 USP3 UTP25 VEGFA VIPAS39 WASF3 WASHC3 WDR73 WWOX ZMIZ1 ZNF23 ZNF230 ZNF232 ZNF419 ZNF444 ZNHIT1 ZSCAN26 GSE37533_PPARG1_FOXP3_VS_PPARG2_FOXP3_TRANSDUCED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37533_PPARG1_FOXP3_VS_PPARG2_FOXP3_TRANSDUCED_CD4_TCELL_UP AAGAB AGO2 AKAP8L AMPD2 ANKRD54 AOC2 AP1M2 APOBEC1 ARHGAP9 ARHGEF7 ATF4 ATOSA ATP11B ATR ATXN7L3 AXIN1 B9D2 BCL7A BCS1L BHLHE40 BID BOD1L1 BSG C6orf89 C7orf25 CDC123 CDC42SE2 CDH17 CELF2 CMAS COMMD9 COQ9 CPNE7 CRNKL1 CTU2 CXXC1 DAD1 DCLRE1B DCLRE1C DDX27 DDX46 DFFA DGKZ DICER1 DIDO1 DOCK8 DPM3 DUSP19 EDC4 ELP4 ESS2 FAM118B FAM53B FAM76B FEM1A FHIP2B FOXJ2 FOXP1 FRYL GATAD2A GCSH GNG2 GOLGA4 GPATCH11 GPR65 GTF2IRD2 IKZF5 INSYN2B IPMK KAT2A KCTD12 KRBA1 LAMB3 LIPF LYPLA2 MAML1 MARCHF8 MBNL2 MED4 MEN1 METTL15 MICALL1 MINDY3 MLYCD MRPL52 MSN NAA16 NBEAL2 NOL6 NR4A1 NSRP1 NUDT7 OPA3 OTULIN PAICS PCGF2 PEX3 PHF2 PIGX PKP4 PLEKHF1 POLR3F POU5F2 PPIA PPM1H PPP1R16A PRCC PRKRIP1 PROZ PRPF40A PRRC2B PRRC2C PTMA PTPN13 RABAC1 RAD17 RALGAPA2 RAPGEF1 RDH10 RHOC RNF103 RNF11 RPE65 RPF2 RPP21 RPS6KA1 RPS6KB1 RREB1 RYK SAC3D1 SAMD8 SDHB SF1 SIPA1 SLC15A3 SLC16A10 SLC30A6 SLC37A1 SLC39A9 SMIM11 SMOX SNRPD1 SP2 SPEN SRP19 SRPK1 SSBP2 ST13 TBCEL TBP THUMPD2 THUMPD3 TK2 TMEM11 TMEM18 TMEM192 TMEM199 TMEM41A TNFSF10 TNK2 TNP2 TRAIP TRAPPC12 TXN2 UBXN11 UNKL USP10 VPS50 WDR18 WRAP73 XPNPEP3 YIPF3 ZBTB2 ZBTB8A ZC3H7B ZCCHC17 ZDHHC3 ZMAT3 GSE37533_PPARG2_FOXP3_VS_FOXP3_TRANSDUCED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37533_PPARG2_FOXP3_VS_FOXP3_TRANSDUCED_CD4_TCELL_DN ACOT9 ACSL5 ADAR APOBEC3G APOL1 APOL2 APOL3 APOL6 ARID5A ART3 BAG1 BAK1 BAZ2A BCL2L13 BLZF1 BTN3A1 BTN3A3 C1R CALCOCO2 CASP1 CASP10 CASP7 CBR3 CCL8 CD47 CEACAM1 CMTR1 CNP CSF1 CTNNBL1 CX3CL1 CXCL10 CXCL11 CYLD CYP2J2 DDX60 DHX58 DNAJA1 EIF2AK2 ELF1 ELF4 ENO3 ETV7 FAM20B FBXL7 FES FHL3 FUT4 GBP1 GCH1 GLB1L2 GMDS GMPR GOLM1 GSDMD GTF2B HERC5 HERC6 HLA-A HLA-B HLA-C HLA-F HLA-J IDO1 IFI30 IFI35 IFI44 IFI44L IFI6 IFIH1 IFIT1 IFIT2 IFIT3 IFIT5 IL15RA IL7 IRF1 IRF2 IRF7 IRF9 IRS1 ISG15 ISG20 JADE2 JAK2 KANSL1L KATNIP KCNJ12 KCTD14 LAP3 LGALS8 LGALS9 LY6E MAK MALT1 MAP2 MCL1 MCUB MEF2C MFSD12 MSX1 MX1 MX2 MYD88 N4BP1 NAPA NDUFA9 NF1 NMI OAS1 OAS2 OAS3 OASL OGFR PARP12 PCF11 PCNX1 PDZD2 PHF11 PIGL PLA1A PLAAT4 PLEKHA4 PLSCR1 PMAIP1 PML PRKD2 PROX1 PSMA6 PSMB10 PSMB8 PSMB9 PSME1 PSME2 RAB9A RBM7 RCAN1 RHBDF2 RIGI RIPK1 RIPK2 RNF19B RPS18 RSAD2 RTP4 SAMD9 SAMHD1 SCYL3 SECTM1 SETX SHFL SIAH2 SIDT2 SLC15A3 SLC25A28 SLFN12 SP100 SP110 SP140L SPATS2L SPSB1 SPTLC2 SQOR STARD5 STAT1 STAT2 TAP1 TAP2 TDRD7 TENT5A THEMIS2 TLE4 TLR3 TMEM268 TMEM62 TNKS2 TRAFD1 TRANK1 TREX1 TRIM14 TRIM21 TRIM22 TRIM26 TRIM38 TTC39A TYMP UBA7 UBE2L6 USP18 USP25 VEZF1 WARS1 XAF1 XIAP YEATS2 ZCCHC2 ZFPM2 ZFYVE26 GSE37533_PPARG2_FOXP3_VS_FOXP3_TRANSDUCED_CD4_TCELL_PIOGLITAZONE_TREATED_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37533_PPARG2_FOXP3_VS_FOXP3_TRANSDUCED_CD4_TCELL_PIOGLITAZONE_TREATED_DN AARS1 ACBD4 ACY1 AK1 ALDH3A1 ALKBH1 APH1B ARHGAP10 ARID5A ASGR2 BACH1 BAK1 BBS10 BCL2L13 BNIP1 BTN3A1 C14orf93 C1GALT1 C1QL1 CADM3-AS1 CAMKMT CCDC106 CD3G CDC37 CHRNA10 CLDN7 CMAHP COX6A1 CREBL2 CSF1 CST2 CTF1 CTSS CUEDC2 CWF19L1 CYBA DNAJC8 DPP4 DYNC2H1 EIF1AY EIF2D EIF4G3 ELF4 ELP3 ENO3 EPB41L4A EPB41L5 F8 FAM163A FAM184A FBLN2 FLII FOXN2 FZD5 GALK1 GCH1 GNGT1 GPAA1 GPN2 GTF2B GUCY1B2 GVINP1 H2BC10 HHAT HIF1A HLA-DMA HOXB2 HS3ST2 HSPB7 HSPBP1 IBA57 IGFALS IL10RA IRF1 IRF8 IRF9 JADE2 JADE3 KANK3 KATNA1 KATNB1 KATNIP KCND1 KCNJ12 KCNS3 KLHL25 KPTN LGALS13 LINC00667 LLPH LMF1 LTB LY75 MALT1 MBD2 MCMBP MEF2C MFSD13A MLF1 MNAT1 MPC2 MPI MRPL2 MRPL23 MRPL39 MTREX NAB2 NCK2 NDUFC1 NKX3-1 NRIP1 NUP42 OBSL1 OCRL OLFML3 OPLAH OR12D2 PADI2 PALS2 PASK PEX13 PEX3 PFDN1 PIGV PKIG PLAGL1 PODXL2 POFUT1 POU3F1 PPP1R3D PPP2R1A PRORP PROX1 PSMB7 PSMD9 PTCD1 PTPN7 PTPRR PYCARD RAB11FIP2 RAB5IF RABIF RAD1 RBMX2 RCAN1 RIOK3 RPAP2 SCAND2P SCN10A SCYL3 SDC1 SDCBP SEMA4G SENP3 SERPINB1 SFMBT1 SLC24A1 SLC35F6 SLC39A8 SMARCAL1 SNAP29 SNX24 SOCS2 SPATA2L SSTR2 ST7L STARD5 STX12 SYNE1 TBC1D15 TCFL5 TEX30 THG1L TIPIN TLN2 TMEM186 TMEM268 TMEM39B TMEM50A TRAPPC4 TTC17 TXNL4B U2SURP UBA5 UBIAD1 ULK2 UXT VCPIP1 VPS26A YBX3 ZBTB40 ZHX2 ZNF136 ZNF200 ZNF212 ZNF446 ZNF529 ZNF669 GSE37533_PPARG2_FOXP3_VS_FOXP3_TRANSDUCED_CD4_TCELL_PIOGLITAZONE_TREATED_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37533_PPARG2_FOXP3_VS_FOXP3_TRANSDUCED_CD4_TCELL_PIOGLITAZONE_TREATED_UP ACAP2 ACSM5 ACSS3 ADAM9 AKR1B10 ALX3 ALX4 ARL4D ARRB2 ATP7B B3GAT1 BAG4 BMP6 C1orf109 C2orf83 CAB39L CALHM2 CALML3 CALU CCDC25 CCDC51 CCN2 CCT6B CEBPA CES1 CFAP69 CITED2 CLDN14 CLP1 COL5A2 COMMD8 COX6C CPN1 CSTF1 CTNND2 CYBRD1 CYP3A4 DCLK2 DDHD2 DEFA5 DGCR11 DGKQ DIRAS3 DNMT3A DOC2B DOCK9 DPT DSTNP2 DUOX1 EIF4A2 ELF3 ENSG00000274253 EOLA1 EVI5 FADS2 FBXL5 FBXW4P1 FRAT2 FZD3 GIT2 GLRB GNPTAB GPR173 GPR50 GTF3C4 H2AC4 HCG9 HERPUD1 HGFAC HMGN2 HOXA11 HOXC5 HTATIP2 IER3 IGSF9B IL23A IL6ST INO80D ISOC1 ITGAL ITGB7 JRKL KLF15 KLHL4 KRT75 LAD1 LCN2 LIG3 LRRC14 LRRC8D LSM5 LSR MAP3K10 MARCHF7 MARK2 MBNL1 ME1 MFAP1 MINDY1 MN1 MOG MT3 MTERF3 MTMR6 MUC3A MYH7 NDUFAF7 NEFM NHERF1 NR5A2 NUBPL NUDT9 OAT OBSCN PATJ PDE3A PDGFRA PDZRN3 PHC3 PIK3R5 PLAGL2 PLK2 PLSCR3 PLSCR4 PNMA1 POLH POLR2H POTEKP PPARA PRDM9 PRODH PRR36 PSG6 PTBP2 PTTG1 PVT1 RAB1A RAB35 RAMP1 RARS1 RASGRF1 RCVRN REST RGS9 RIMS3 RIPK4 RIT1 RPL23AP32 RSBN1 RTN2 S100A1 SCN5A SEC14L5 SEMA4C SEPHS2 SGCG SH3BP4 SLC18A3 SLC22A18AS SLC35E1 SOX17 SP3 SPRY2 STON1 SYT5 TCEAL1 TCF7 THEM6 TIAM2 TMEFF1 TMEM165 TMPRSS5 TMUB2 TNFSF14 TPT1P8 TRAK2 TRAPPC14 TRIM46 UBE2D1 UBL3 UBTF USH1C USP8 VAMP1 VIP VNN3P VPS13A WDR91 WEE1 WRNIP1 XRCC4 ZHX3 ZNF112 ZNF160 ZNF195 ZNF211 ZNF225 ZNF280D ZNF551 ZNF587 GSE37533_PPARG2_FOXP3_VS_FOXP3_TRANSDUCED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37533_PPARG2_FOXP3_VS_FOXP3_TRANSDUCED_CD4_TCELL_UP ABHD10 ACO1 ADGRA3 ADGRG1 AHR AKR1B10 AMPD2 ANXA2P3 APEX1 ARHGDIB ARL6IP5 ARRB1 ASAP2 ATG4A ATP5MC1 ATRN B4GALT6 BDH1 BICD2 BLCAP BMP6 BRCC3 BSDC1 CAPN7 CARHSP1 CCNF CCT3 CCT4 CD93 CDC42EP3 CENPS CEP83 CERK CLK4 CLNS1A CNN2 COA1 COTL1 CPB1 CROT CUL3 CXADR CYP2A7P1 CYREN DDX28 DDX50 DHX32 DKC1 DLG3 DNAAF2 DNAJB1 DOLK EEF1E1 FAIM FAM172A FAM200C FAM98A FARSA FASTKD1 FRG1 GALNT10 GALNT11 GET1 GIT2 GLOD4 GPATCH3 GPER1 GSR HIF3A HILPDA HMG20A HNRNPA0 HOXA11 HSPA4L IER3 IL11 INTS8 ITGAE KCNH2 KDM1A KIR2DL3 LDHB LRRC8D LYN MAEA MAGEF1 MAPK12 MAPK14 MCCC1 MDH2 METTL9 MICAL2 MLLT11 MN1 MOAP1 MORC2 MOSPD1 MRTFB MSR1 MXD3 MYH7 NACA2 NANS NDUFA1 NDUFA2 NDUFB2 NEFM NINL NME1 NOX4 NPM3 NT5DC2 PABPC4 PAGR1 PCDH11Y PDXDC1 PFN2 PHF10 PHF20 PIDD1 PIK3CB PIM1 PITPNA PITPNM1 PKIA PLIN2 POGLUT2 POLB POLQ POLR3K PRCC PRKACB PRPF38B PSMD10 RAD51C RAN RBM38 REPIN1 RGS2 RIT1 RMND1 RMND5A RNF44 RPP40 RRS1 SAMSN1 SEC24C SEPHS1 SEPTIN8 SIK2 SKP2 SLC25A36 SMUG1 SNN SNRPD1 SNX13 SNX4 SPRY2 SPTB SQLE SRPK1 STX6 SUPV3L1 TCP1 TDP1 TFDP1 THEM6 TIAM2 TJP2 TMEM262 TOPBP1 TPT1P8 TRAF2 TRAK2 TRIM37 TRIM46 TSPAN6 TTC3 UBE4B URI1 UROD USP12 USP22 UTP25 VIP WASF3 WDR12 WDR91 WIPI2 WRNIP1 ZBTB17 ZFAND1 ZFAND5 ZFP37 ZFP64 ZFTA ZMAT3 ZNF230 ZNF331 ZNF551 GSE37533_UNTREATED_VS_PIOGLIZATONE_TREATED_CD4_TCELL_FOXP3_TRASDUCED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37533_UNTREATED_VS_PIOGLIZATONE_TREATED_CD4_TCELL_FOXP3_TRASDUCED_CD4_TCELL_DN ABCA4 ADCY4 AGAP1 AMZ1 APIP ARPC3 ATRNL1 BAAT BATF3 BEX3 BMI1 BRI3 CALML3 CAMLG CASP3 CCDC107 CCDC34 CCDC69 CD19 CD79B CEBPZ CENPM CENPN CHD9 CLIP1 COG4 CRACR2B CREB3L4 CRISP3 CWH43 CYP8B1 DAB2 DCTN2 DHRS9 DPF2 DPH5 DYRK1B EAF2 ECE2 ECI2 EIF3K EPS15 FAM110C FAM53C FANCA FBXL8 FHAD1 GATB GCNT7 GJA1 GNA13 GPR149 GRB2 GRHPR GTF2IRD1 GTPBP1 HFE HMOX1 HSD17B4 HSPB6 HYI IKBIP IL10RA IL33 INO80D INTS8 KIF3A KIT KLF5 KRTAP4-2 KRTCAP3 KTN1 L3MBTL4 LMTK2 LRRC4C MALT1 MAMSTR MARVELD1 MATK MCEE MELK MEOX1 METTL17 MINDY4 MIR130B MKRN2 MORC4 MOSPD1 MRGPRG MRPL42 MUSK MYH7B MYO18A NAV3 NCKAP5 NDST2 NECTIN1 NFXL1 NLGN2 NMRK1 NPC2 NPL NRG4 OTOP2 PAMR1 PDLIM4 PIEZO1 PIGN PIP4K2A PLAU PLCB2 PNLDC1 POLB PRDX1 PSMA7 PTGS2 PTMS RBM46 RIN2 RNASE6 RNF180 ROPN1L RPL11 RPS19 SAP30 SCN2B SCX SDF2L1 SERINC5 SFXN1 SLC1A1 SLC25A10 SLC4A4 SOD1 ST6GAL1 STAMBP STARD3 STK4 STX11 TANC1 TAP1 TBX5 TDRD9 TMEM219 TMEM59L TMPRSS11E TPMT TPTE TRAPPC9 TRERF1 TRPV2 TTBK1 TTBK2 TTC7A UBE2L3 USP40 VPS26C WDFY2 WSB2 ZFAND5 ZFP57 ZNFX1 GSE37533_UNTREATED_VS_PIOGLIZATONE_TREATED_CD4_TCELL_FOXP3_TRASDUCED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37533_UNTREATED_VS_PIOGLIZATONE_TREATED_CD4_TCELL_FOXP3_TRASDUCED_CD4_TCELL_UP ADAP1 AIF1L ALX3 ANO3 APCDD1 ATAD2B BCAP29 C1GALT1C1 CARS1 CCDC124 CDH17 CDHR5 CIAPIN1 CLTB CNP COL5A3 COL6A4P1 COX18 CPEB3 CSE1L CXCL9 DCTD DHX15 DLG5 DMRT3 DNAJB11 DNAJC25 EFNA4 EIF2B5 EIF6 EPRS1 EYA1 FAM3B FGGY FLRT3 FOXJ1 FYB1 GASK1B GDF5 GPR155 GPR84 GREP1 H1-7 HAX1 HLA-B HMOX1 HNRNPA0 HR HRAS HYCC1 IER3 IER5 IL17F IL18 INPP5A JAGN1 KCNC3 LACTBL1 LCN10 LDLRAD2 LRRTM2 LSMEM2 LUZP1 LY6G6F MAOA ME1 MIR24-2 MORN1 MRPL11 MRPL46 MUCL1 MYL12A NAB1 NAGS NCCRP1 NDUFA12 NEFL NOB1 NOMO1 NSRP1 NUP107 NUPR1 OPRD1 OTULIN PABPC4 PDE4C PGAP2 PINLYP PKM PLAA PLOD2 PMPCA POLR1B PPP1R14D PRDM2 PRKCQ PRODH PSMA2 PSME1 PTPN13 PUM2 PWP2 PXT1 RAB20 RBBP8NL RBPJ RGS20 RIC1 RNF11 RPF2 RPS8 RSPH9 SAMD8 SEC11C SEC23B SELENOI SELENOT SERPINE1 SFXN1 SH3BP2 SIGLEC15 SIM2 SLC16A12 SLC25A33 SLC38A8 SLFNL1 SMOX SPATA48 SPHK1 SPIRE1 SPOCK1 SRPK3 SRPRA ST6GALNAC4 STING1 STK39 STMN3 SUMO2 SUZ12 SYNCRIP TBC1D1 TBRG4 TBX4 TCF4 TEX15 TFEC TGFB1 TGIF2 TGS1 THBS2 TLCD5 TMA16 TMEM185B TMEM72 TNFAIP8 TNFSF4 TNKS1BP1 TOMM5 TRMT61A TRPC5 TTR UBE2Q2 UBFD1 UNC5D UTP23 VPS54 VWC2 WARS1 WDR72 XBP1 ZDHHC21 GSE37533_UNTREATED_VS_PIOGLIZATONE_TREATED_CD4_TCELL_PPARG1_AND_FOXP3_TRASDUCED_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37533_UNTREATED_VS_PIOGLIZATONE_TREATED_CD4_TCELL_PPARG1_AND_FOXP3_TRASDUCED_DN ABCC10 ABCC5 ABHD10 ABHD11 ACSBG1 ADCY2 AKIP1 ALDH6A1 AP1B1 AP2A2 ARFGAP1 ARHGAP1 ARHGAP4 ARSA ASIC3 ASRGL1 BLVRB C2CD2L CACNA1I CALHM2 CAPN1 CASP10 CCR6 CD101 CD180 CD302 CDKN1C CENPM CHMP1A CHN1 CHN2 CNNM4 CNPY3 CORO1B CORO2A CRYL1 CST3 CTDSP2 CTNNBIP1 DALRD3 DAP DCLK1 DGKD DOK2 DPEP2 DUSP3 EGLN2 EIF4EBP2 ELF4 ENDOD1 ENTPD6 EPHB2 FAM111A FES FGD2 FGF16 FKRP FOXJ2 FUCA1 GABBR1 GAS7 GGNBP2 GNAI2 GNPAT GOLGA2P5 GORASP1 GPSM3 HABP4 HDAC5 HERC5 HERPUD1 HK1 HYI IFFO1 IFIT1 IFIT3 IGFBP4 IL10RA IL23A IMPA2 INPP5D INTS1 IP6K1 ITGB5 ITSN1 KLF7 LCAT LHPP LMF2 LMO2 LPAR6 LYL1 MAN2A2 MEF2C METTL7A MIA3 MICAL1 MKRN1 MPG MSRB2 MTCH1 MX1 MX2 NCF4 NENF NFRKB NPHP4 NSD2 NUMA1 NUP214 OAS1 OSBPL3 OXA1L PANK2 PAQR4 PARL PARP4 PCDH1 PDGFC PDP1 PDXDC1 PEX11B PHKA2 PIP4K2B PLCB2 PLSCR4 PMM1 POLB POLD3 POLR2A PPP1CB PRDM4 PRKAR2A PTPN18 PTPRH PXN RABGGTA RAD9A REPS2 RERE RFNG RGL2 RGS14 RIPOR1 RNASE1 RNASE6 RNF114 RNF220 S1PR4 SAT1 SCIN SEC14L1 SGSH SHLD2 SIK1 SIRT7 SLC25A1 SLC35C1 SLC7A8 SNX6 SORD STAB1 STBD1 STX10 SYNE3 TBC1D9B TENT5A TESC TMCO6 TMEM134 TNFRSF11A TNFSF10 TNS4 TOP3A TPCN1 TPP1 TRADD TREML2 TRIM3 TRMT1 TSC22D3 TSPYL2 UNC93B1 VAMP2 VILL VPS13D VPS39 WAS WASF2 WBP1L WDR45B XPNPEP3 XPO6 ZBED1 ZC3H3 ZNF185 ZNF395 ZNF516 ZNF671 ZNF862 GSE37533_UNTREATED_VS_PIOGLIZATONE_TREATED_CD4_TCELL_PPARG1_AND_FOXP3_TRASDUCED_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37533_UNTREATED_VS_PIOGLIZATONE_TREATED_CD4_TCELL_PPARG1_AND_FOXP3_TRASDUCED_UP ABHD2 ACOX1 ACTN1 ADO AGK ALAS1 ALCAM ALOX15B ALOX5AP ARFGAP3 ASAP1 ATP13A3 ATP5MC3 ATP6AP1 ATP6V1A ATP6V1H BCAT1 BCL2A1 BHLHE40 BHLHE41 BID BMAL2 BTG3 C1QBP C1orf109 C1orf54 CA2 CCDC86 CCL1 CCL13 CCL22 CCL24 CCL4 CD80 CD81 CEBPB CETN2 CHI3L1 CHST11 CHST2 CLIC3 CLIC4 CMAS CORO1C CRIM1 CSTB CXCL1 CXCL13 CXCL3 CXCL8 CXCR3 CYC1 CYCS CYP27B1 CYP51A1 DDA1 DLD DNPH1 DPYD EBI3 EMP1 ENO1 EPB41 EPB41L2 EXOSC4 F3 FBP1 FBXO34 FCAR FDX1 FGR FKBP5 FOSL2 FPR2 FSCN1 G0S2 G6PD GAR1 GATAD2A GP1BA GPR68 GPX3 GSN GSR HEG1 HMGA1 HPD IDH3A IGSF6 IL12B IL1A IL1B IL1R2 IL1RN IL2RB IL2RG IL36G IL3RA IL6 INHBA ITGAM JUN KCNN4 KMO LAMP3 LPL LRP12 MAFF MAP4K4 MARCHF3 MARCKSL1 MDM4 METTL1 MINPP1 MMP7 MREG MSC MSMO1 NCF2 NDRG2 NDUFAB1 NDUFS6 NFAT5 NFKB2 NIP7 NME1 NOP16 NRIP3 NUTF2 NXT2 OLR1 PARK7 PDE4DIP PDK1 PDPN PDSS1 PDXK PLAUR PMEPA1 PPA2 PPIF PSMB3 PSMC3 PSMD11 PSMD14 PTAFR PTPN12 QPCT RAB13 RAB33A RAB5IF RASA3 RASAL2 RELB RGCC RIT1 SC5D SCYL2 SDC4 SENP7 SEPTIN11 SERPINE1 SLAMF8 SLC12A6 SLC16A3 SLC1A3 SLC2A3 SLC43A3 SMURF1 SORT1 SPP1 SPRED2 SRC SS18 STAC STAG3 TFPI2 TKFC TMED9 TMEM38B TMX2 TNFAIP8 TNFRSF4 TNIP1 TNIP3 TSC22D1 TTLL4 TUBB6 TXK TXN UBE2J1 UCK2 UPP1 VDAC1 VIM XPO4 YIPF5 ZC3H12A ZNF207 GSE37533_UNTREATED_VS_PIOGLIZATONE_TREATED_CD4_TCELL_PPARG2_AND_FOXP3_TRASDUCED_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37533_UNTREATED_VS_PIOGLIZATONE_TREATED_CD4_TCELL_PPARG2_AND_FOXP3_TRASDUCED_DN ABCB10 ABTB1 ACSS2 AFG1L ANXA7 ARL11 ASH1L B3GNT2 BCKDHB BCL7A BCS1L BTBD19 CALM1 CAPN1 CASP7 CC2D1A CCNG1 CFL1 CHD9 CHRNB1 CLCN3 COBLL1 COMMD2 CSTB CTDSPL2 CTSC CTSW CUL3 CYB5R1 DMXL2 DUSP7 EEFSEC EIF4B ELOVL5 ENTPD5 EVA1B FAAH FAM174B FAM53B FAM8A1 FMO5 FNIP2 FOXO4 GALNT12 GATB GATD1 GLUD1 GPBP1L1 GPR132 GRHPR GYS1 H6PD HDAC10 HIP1 HS1BP3 HSF4 HSPBAP1 HYCC2 ICOS IDUA IKZF5 JMJD4 KAT2B KIF16B KLF12 KRT80 LANCL1 LETMD1 LINC-PINT MAP4K1 MAPKBP1 MAVS MED24 MIEF2 MLEC MLF2 MOB3A MPRIP MPV17L MRI1 MRPL40 MYO18A NDFIP1 NDUFAF1 NDUFV1 NPRL2 NTAQ1 ODAD1 OTULINL PADI2 PDCD6IP PFKFB4 PGAP6 PHETA2 PHKB PI4KA PI4KB PIGK PIGX PJA2 PLCB3 PODNL1 PPP6R2 PPT2 PRKAG2 PRKDC PSKH1 PTGER2 PTK2B PYM1 RAB3GAP2 RAB4A RBM38 RGP1 RGS14 RMND5A RNF24 RNPEPL1 RO60 S100A1 SAMD3 SDR39U1 SLC11A2 SLC41A3 SLCO4C1 SMARCAL1 SPRR4 STARD10 STIM1 TAOK3 TBCD TCF7 TEX9 TMEM104 TMEM120A TMEM161A TMEM42 TMEM60 TMEM63A TRAF3IP2 TRAPPC12 TSNAX TUBGCP2 TUBGCP6 UBE4A UNKL VAPB VPS39 WDFY2 WDR26 WDR83 WIPI2 YPEL2 YWHAQ ZBTB33 ZDHHC18 ZFTRAF1 ZMYND11 GSE37533_UNTREATED_VS_PIOGLIZATONE_TREATED_CD4_TCELL_PPARG2_AND_FOXP3_TRASDUCED_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37533_UNTREATED_VS_PIOGLIZATONE_TREATED_CD4_TCELL_PPARG2_AND_FOXP3_TRASDUCED_UP ABHD11 ACIN1 ACP5 ADAMTSL2 ADCY6 AKAP8 ANKRD13D APEX2 APH1B ARHGAP15 ARL4C ARSJ ATXN7L2 BACE1 BAHD1 BBOX1 BPTF BRF1 BSX C1QTNF3 C4BPA CACNB2 CC2D1A CCDC78 CD163L1 CD300E CDH10 CDH6 CDHR4 CHD6 CIDEB CLCF1 CMAHP CNGB1 COL6A4P1 COLGALT2 CUL9 DCHS1 DDX4 DDX51 DENND5B DNALI1 DRC3 DZIP1 EFCAB8 EGF ESAM ESRP2 FAN1 FBXO24 FERMT1 FHIP2B FLRT1 FOXP1 GIGYF1 GLT8D1 GOLM2 GPR180 GRAMD1C GRAMD4 H6PD HOXB9 HSDL1 IFT172 IGF1R IGSF21 IPO4 IVD KCNJ1 KLHDC7B KRT78 KRT86 KYAT1 LUC7L LYNX1 LYSMD1 MAOA MBP MDM4 MFAP2 MIR23B MN1 MON1A NCKAP5L NETO2 NEURL4 NLGN3 NMUR1 NOTCH3 NXPH4 OTOP1 PABPC4 PANK4 PCYT2 PEAR1 PFKFB2 PIGP PINK1 PLA2G6 PRDM8 PRG3 PRM3 PTGDR PTH1R PTPN14 RAB33A RAI1 RALGPS2 RXRB SATB1 SDK2 SHE SHISA4 SIPA1L2 SKIC2 SLC16A8 SLC27A5 SLFNL1 SMIM31 SPARCL1 SPATS1 SPG11 SPO11 SPON1 STON2 STX2 TASP1 TCF7 TMC4 TNFRSF12A TNFRSF25 TRIM3 TRPV5 TRUB1 TTC32 UNC13B UPB1 USP3 ZCCHC13 ZDHHC22 ZFP64 ZSCAN10 ZSWIM4 ZWINT GSE37534_GW1929_VS_PIOGLITAZONE_TREATED_CD4_TCELL_PPARG1_FOXP3_TRANSDUCED_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37534_GW1929_VS_PIOGLITAZONE_TREATED_CD4_TCELL_PPARG1_FOXP3_TRANSDUCED_DN ABCC5 ADNP2 AFF4 AGPAT5 AK4 AK5 ANPEP APPL2 ATF3 AVL9 BECN1 BEX4 BFAR BRIX1 C12orf29 C2orf42 CARMIL1 CCDC59 CCDC90B CCL7 CCNT1 CDC14B CHMP2B CIRBP CNBP CNOT4 CORO2B CROCCP2 CRY1 CSGALNACT2 CTRL CUTC CXADR CXCL9 CYB5A CYP20A1 DENND4A DEPP1 DKK2 DLC1 DMAC2 DNAJB5 DUSP5 DYNC1LI2 ECI2 EGLN1 EID1 EMP1 FAM131A FBXO46 FBXO5 FKBP1A FNBP1 FXN G3BP2 GABARAP GABPB1 GALNT3 GATAD2A GCLM GEMIN2 GGA3 GLO1 GOLT1B GPATCH2 GRAMD2B GSAP HACD1 HIBCH HPGDS HS6ST1 HSPH1 ICAM1 IFNAR2 IKZF5 IL10RB INTS5 IRF1 IRF6 IRX5 ITK ITPKC JUN KCTD14 KIF15 KIF1B KLC2 KLHL2 KMT5A KPNA3 KPNB1 LBH LPAR6 MACIR MAFF MAGI2 MAP2K3 MAPK1 MARCHF6 MAT2B MIEF1 MMP9 MOCOS MOGS MRTFB MYBBP1A NABP1 NECAP2 NFKBIB NIBAN1 NMNAT2 NPY NR1D2 NR2F2 NR4A3 NTAN1 OFD1 OSBPL2 PAK2 PAN2 PCDH9 PCGF1 PEX13 PEX19 PGRMC2 PHKA1 PIGZ PIK3C2B PIM1 PLAAT4 PLEKHF2 POLR3E PRIM2 PRR16 PWP2 RALGAPB RB1CC1 RC3H2 RCL1 RELB RFC3 RGCC RNF14 RPL37A RPS29 RPS6KA3 RRM1 RWDD1 SAP30 SCRIB SCYL2 SEPHS2 SERP1 SERTAD3 SFT2D2 SGMS1 SH3TC1 SIRT1 SKI SKIC8 SLC2A3 SLC30A5 SLC36A1 SLC4A4 SOCS1 SOCS6 SRD5A1 SRSF10 SS18 SSPN ST13 STAT3 STOM TAF5 TBPL1 TMEM165 TMEM87A TNFAIP1 TNIK TOM1L1 TOP1 TRIM68 TRIT1 UBE2E3 UBXN7 UBXN8 URB1 USP12 VEGFA WARS1 XDH YBX3 ZC3H12A ZDHHC13 ZEB2 ZNF217 ZNF239 ZNF267 ZNF609 ZNF804A GSE37534_GW1929_VS_PIOGLITAZONE_TREATED_CD4_TCELL_PPARG1_FOXP3_TRANSDUCED_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37534_GW1929_VS_PIOGLITAZONE_TREATED_CD4_TCELL_PPARG1_FOXP3_TRANSDUCED_UP A1CF ABCC3 ABTB2 ACAN ACKR1 ADAP1 AHSA1 APLP2 APOBEC3G APOL2 BAG1 BBS9 BCCIP BST2 BTN3A1 C1QA CAPN3 CASKIN2 CASP1 CASR CCDC71 CCL22 CCN1 CCNJL CD86 CDC20 CDK18 CDK5RAP3 CDKN2A CDX1 CEACAM1 CEACAM4 CEACAM5 CHD4 CHRNB1 CNP COL4A1 COPG1 COX7A2L CRLF2 CRY2 CYP21A2 CYP26A1 CYP4F2 DNAJC4 DPF1 DPYS DTYMK DUSP13 EOLA2-DT EP400 EPX FAM111A FAM53B FARP2 FGF23 FOLH1 FOLH1B FOXH1 FXYD6 GABRB1 GABRB2 GMPR GPA33 GPR173 GPX1 GRP GTF2H2B GTF3C5 H2BC4 H3-3B HBZ HERC5 HEY2 HKDC1 HLA-B HLA-F HOXA3 HOXA7 HRC HSPB1 HTRA1 IBSP ID1 IDH2 IFI27 IFI35 IFIT2 IFITM1 IFITM2 IFITM3 IGFLR1 INPP4A ISG15 ISG20 ITGB7 ITSN1 KCNJ9 KIF16B KLHL24 LAGE3P1 LHB LILRB4 LIME1 LINC00623 MAGEA8 MAN1B1 MAN2A2 MAP1LC3C MAPK11 MFAP2 MGST2 MIA3 MMP14 MMP15 MMP25 MRPL17 MT1H MT1M MTCH1 MX2 MYH4 NEUROG1 NLRP2 NMB NRCAM NSUN6 NUAK1 NUCKS1 NUDT1 OAS1 OAS3 OASL OCA2 OLFML1 OSGEPL1 OVOL3 OXA1L PBX2 PCSK1 PDAP1 PER3 PKD1P1 PLCB2 PPP2R2A PRDM16 PRR4 PSMB10 PSMB9 PTPRA PTPRS QTRT1 RBPJL RPL18 RPL26L1 RSAD2 S1PR1 SAA4 SCGB2A2 SDHAP1 SELL SEMA4A SFI1 SHFL SIK2 SIRT3 SLC25A37 SLC26A1 SLC39A2 SLC7A7 SMPD2 SMR3A SNHG32 SPRR1A SPSB1 SSTR3 STX11 TBX4 TCL1A TDRD7 TENT4A TENT5A TLR3 TMEM106C TMSB10 TNFSF12 TOMM40 TRIM14 TRIM21 TRMT61A TXNIP TYMP ZNF205 ZNF212 ZNF273 ZNF428 ZNF74 ZSCAN12 GSE37534_GW1929_VS_ROSIGLITAZONE_TREATED_CD4_TCELL_PPARG1_FOXP3_TRANSDUCED_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37534_GW1929_VS_ROSIGLITAZONE_TREATED_CD4_TCELL_PPARG1_FOXP3_TRANSDUCED_DN ABCB7 AGO2 AKAP9 ANKRD17 APOBEC1 ARHGAP26 ARL4A ARMC2 ATP13A3 ATP1B2 ATPAF1 AUH AVIL BBS9 BMP7 BRWD1 BSPRY CABLES1 CABLES2 CALCRL CBY1 CCDC28A CDK18 CH25H CNOT6 CPSF1 CRADD CTDSP1 CUEDC1 CYTH2 DAD1 DRG1 DYRK1B EGLN3 EIF5 ELMOD2 EPSTI1 EXOC6 FAM172A FAM193A FAM53C FANCM FBXO28 FBXO9 FCHO2 FEZ2 GBP4 GPBP1L1 GPNMB GSTK1 GTF2IRD2 GYG1 HOOK3 IFIT3 IPO8 ITGB3 ITM2A KAT7 KIZ LSM1 MAMDC2 MAP3K2 MAT2B MBD1 MCM3AP MED24 MFHAS1 MIR142 MIR362 MMP9 MOCS2 MPP7 MT-CO1 MTCP1 MYH9 NAA15 NAA60 NCL NEK1 NPRL2 NTAQ1 PAIP2 PBXIP1 PCBP4 PCF11 PCM1 PDS5A PHETA2 PI4KA PIAS2 PIAS3 PIGK PIGX PPP1R37 PPP1R9B PRKDC PSMD13 PSTK PTGR2 PTPDC1 PTPN2 PYCARD QRICH1 QSOX1 RAB3GAP2 RAB4A RAB6A RAP2A RAVER1 RBBP9 RER1 RFLNB RFX3 RICTOR RIPOR1 RNF169 RNGTT RORA SAP18 SARAF SCLY SCYL3 SGK1 SLC12A7 SLC25A16 SLC25A24 SLC2A10 SLC30A6 SLC35C1 SLC37A3 SLC44A5 SMARCA2 SNX33 SOAT2 SP2 SPEN SPIN1 SRD5A3 STAM SULF2 TADA1 TCOF1 TET1 TEX261 TMBIM4 TMEM41A TMEM63A TNKS1BP1 TOE1 TUBGCP6 UBE2R2 UBXN11 UROD VPS54 WDCP WDR26 WDR70 WDR83 WWOX XK ZCCHC17 ZFP82 ZHX2 ZMAT5 GSE37534_GW1929_VS_ROSIGLITAZONE_TREATED_CD4_TCELL_PPARG1_FOXP3_TRANSDUCED_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37534_GW1929_VS_ROSIGLITAZONE_TREATED_CD4_TCELL_PPARG1_FOXP3_TRANSDUCED_UP AACS ABHD6 ACACB ADTRP ANKRD49 AOX1 AP2S1 APOE ARL8B ARPC2 ASAH2 ASPSCR1 ATG9B ATP1B4 ATP5MC2 ATP6V0A2 BAK1 BCAS1 BCS1L BDH1 BEND3 BIRC3 BRK1 C2CD2L C9orf50 CALM1 CCDC88A CD300C CELF2 CEP70 CFAP298 CFB CIDEB COA5 CRLS1 CRYZL2P CTTN CYRIB DAPP1 DDR1 DDX51 DELE1 DUOXA2 DUSP3 EDDM3B EDEM1 EDEM2 EIF5B ESPN ETV3L FAM110A FAM118A FAM162B FAM234B FEM1C FOS GALM GATB GTF2E2 HAX1 HES1 HSPA9 IBA57 IDH3G IFI35 IFT172 IGFN1 IGSF9 IL10RA IL1B IMPA2 IPO7 JAG2 JTB KAZN KCNA2 KCNJ3 LCLAT1 LPGAT1 LRP4 LRRC14 LY96 LYL1 MAN1A2 MBOAT7 METAP1 MFAP3 MIR125A MKNK1 MRPL16 MVB12A MYBBP1A MYOG MYORG NDUFA12 NDUFC2 NTN4 NUBP2 OLFM1 OSGEP OTUB1 PAK3 PALLD PDIK1L PGPEP1 PHLPP1 PIKFYVE PLCB3 PLEKHA5 PMEPA1 PPP1R21 PRAMEF13 PREP PRR15L PSMA1 PSMB5 PSMD7 PTGER2 PTPRO RAB33A RANBP2 RASIP1 RFX4 RHBDF1 ROPN1L RPF2 RRBP1 RXFP2 SCTR SEC14L1 SIAH2 SINHCAF SLFNL1 SMPDL3B SNAP25 SNX8 SPAG9 SPG11 SRP9 SRRM4 STARD9 TAF1D TANC2 TAS1R1 TENT5C THOP1 TMED10 TMEM256 TMPRSS11A TPSAB1 TRAPPC2L TRIM6 TTC9B TTI1 TTR TXNDC11 TXNDC2 UBE2F UQCR10 VPS35 WDR43 YARS2 ZCCHC3 ZFYVE26 ZP2 ZSCAN18 GSE37534_PIOGLITAZONE_VS_ROSIGLITAZONE_TREATED_CD4_TCELL_PPARG1_FOXP3_TRANSDUCED_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37534_PIOGLITAZONE_VS_ROSIGLITAZONE_TREATED_CD4_TCELL_PPARG1_FOXP3_TRANSDUCED_DN A2M AKAP6 ALDH1A2 ALDH1B1 ANK2 AP1M2 APOBEC1 APOOL APP APTX ARF4 ARFGEF1 ASB13 ASB16 ATP6V1B1 ATP6V1D BAIAP2L1 BIRC3 CCNL1 CHD2 CHD9 CLEC2D CLSTN3 COL4A1 CPNE3 CR1L CRKL CRLF2 CSF2RB CTNNB1 DCUN1D1 DDX5 DNAJB1 DUSP16 ECE2 ELOVL7 ENOX2 EPSTI1 ETNK2 EXT1 FBXO40 FCER1G FRY GFPT2 GGCT GHSR GLIS3 GNA13 GNG7 GPR52 GRAP2 GTF3C3 GYPA HHIPL2 HNRNPH2 HPCAL4 HTR1A IL10RB IL21R IL3RA INO80D KBTBD13 KDM5C LCOR LPP LRG1 LRTM1 MACC1 MALT1 MIR130B MIR142 MIR149 MIR155 MIR598 MRE11 NAA16 NAT14 NDN NFKB2 NLGN2 NMI NMRK1 NOCT NPTN NR6A1 NUPR1 OCA2 OPRD1 OSBPL5 P4HA3 PADI4 PAM PAX9 PCGF3 PDCD10 PDE10A PDP2 PJA2 PLEK2 PPA1 PRDM6 PRLHR PTK6 PTPN2 PTPRO PURG PUS10 RAB22A RABGAP1L RBM25 RBM41 RC3H2 RELB RND3 RNF39 SCAPER SCIN SDCBP SEMA4A SERPINI1 SGMS2 SLC14A2 SLC25A25 SLC35G3 SLC4A4 SMARCE1 SMNDC1 SNRNP35 SNX10 SOX21 SPEF2 SPINK4 SRSF3 ST6GALNAC1 STAT6 STK19 SVEP1 SYT15 TAF13 TAF15 TKTL1 TM4SF1 TMEM168 TMEM184B TNFRSF1A TRAF4 TRIB1 TRIOBP TRIP10 TRPC1 TUBB2B UBE2D1 UBE2F UBR5 URAD WDR27 WNK1 XPO1 YME1L1 YTHDC1 ZBTB5 ZC3H12D ZFAND5 ZFP62 ZP2 GSE37534_PIOGLITAZONE_VS_ROSIGLITAZONE_TREATED_CD4_TCELL_PPARG1_FOXP3_TRANSDUCED_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37534_PIOGLITAZONE_VS_ROSIGLITAZONE_TREATED_CD4_TCELL_PPARG1_FOXP3_TRANSDUCED_UP AACS AARSD1 ADAM5 AGPAT5 ALDH6A1 ANKRD9 AP5S1 ARHGAP19 ARPIN ASNSD1 ATG9B ATP5MC3 ATPAF2 BCL7A BID C6orf47 C6orf89 CBY1 CDC26 CDC37L1 CHFR CKAP2 CLASP1 CNOT6 COA6 COPS7B COPZ1 CPSF3 CPT2 CSNK2A1 DAD1 DBF4 DCTN6 DDX10 DPP8 DYNC1LI2 EID1 EIF2A FAM168A FAM234B FANCA FANCE FBXL12 FBXL20 FBXL5 FBXO46 FEM1A FLT1 FNTA GALNT2 GCSH GFPT1 GLE1 GLO1 GM2A GNG2 GPR4 H2BC1 HDAC10 HOOK1 HSP90B1 HSPA4 ICE2 IPO8 IQSEC1 KDM8 LIG4 LIPT2 MAN2A2 MAP4K5 METTL21A METTL4 MFN2 MICU3 MIEF2 MIS12 MIS18BP1 MLF2 MOB3A MRPS21 MTG1 MTHFD1L NDUFV3 NOSTRIN NR2F2 NSUN3 NTAQ1 NUDT19 NUP133 NUP188 OXNAD1 PCNX4 PDCD7 PDE4B PDE6D PDXP PHF20 PIGP PIGX PLA2G15 PLEKHO2 PLK1 POLR2B PPEF2 PPP6R2 PRCC PRMT3 PSMD14 PSMD9 PTGES2 RAB1B RAB24 RAB3A RABAC1 RARA RNF103 RNF180 RPAP2 RPF2 RPP21 RPP30 RPS6KA2 RRAS S100PBP SCRIB SDHAF3 SDHB SESN2 SLC25A14 SLC29A1 SLC39A7 SLC39A9 SMARCAL1 SMYD1 SNORA2C SNX3 SPAST SRA1 SRP19 SRPK1 SRSF2 STARD4 STARD5 SUFU SULF2 SUSD3 SYNGR2 TAF1A TAF6 TBXAS1 TCF19 TCTN2 TERF2 TFEB TMEM11 TMEM120A TMX1 TPD52 TRAPPC14 TRIM23 TRMU TSPYL4 TTYH2 UBE2G1 UBE2V1 UBQLN1 UHRF1 UQCC1 USP39 VAPB VPS16 VPS50 WDR18 XPC YBX3 YIPF3 YKT6 ZBED3 ZDHHC7 ZFAND1 ZNF106 ZNF625 ZRANB2 ZSCAN2 GSE37534_UNTREATED_VS_GW1929_TREATED_CD4_TCELL_PPARG1_AND_FOXP3_TRASDUCED_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37534_UNTREATED_VS_GW1929_TREATED_CD4_TCELL_PPARG1_AND_FOXP3_TRASDUCED_DN ABCC5 ABHD3 ACO1 ACTL6A ACTR6 ADARB1 ADI1 AHCYL2 AKAP11 APC API5 ARCN1 ARFGAP3 ARHGEF7 ARRB2 ATXN10 AURKB B3GNT2 BCL6 BIK BIRC5 BMP6 BTN2A2 C1GALT1C1 C1orf174 CBX1 CCDC51 CCDC88A CCNT2 CCT6A CDC123 CDK1 CENPA CENPF CENPU CITED2 CKAP5 CKS1B CLP1 COA1 COL4A2 CPA4 CPM CPSF6 CSF2RB CTR9 CTSC DDB1 DDHD2 DDX1 DDX5 DNAJB1 DNAJB4 DOLPP1 DYNC1I2 DYRK4 E2F8 ECT2 EIF3B EIF4A1 EIF4A2 EMD EPM2AIP1 ERAP2 EVI5 FAM53C FAT4 FBXW11 FDPS FGD6 FNBP1L GALNT1 GALNT10 GBP2 GCLC GCLM GET1 GLYR1 GNA11 GRIN2C GTSE1 HELZ HEYL HIP1 HIVEP3 HJURP HMG20A HMGB2 HMGN1 IDO1 IFT25 IGF2R IL15 IRF1 IRF8 JAG1 KCTD12 KCTD3 KHK KIF11 KIF14 KIF15 KIF22 KIF2C KLHDC3 LMNB1 LRRC8D LSM5 MCTP1 MEGF6 MEX3D MFAP1 MIA MLLT11 MRS2 MRTFB NANS NCAPH NDC1 NDST2 NDUFB4 NEAT1 NNT NREP NSDHL OAZ2 PAXIP1 PCDH7 PCMTD2 PCNP PDSS1 PKP4 PLAAT4 PLK4 POLQ POLR2C POLR3K PPA1 PPP1CB PPP3CA PRCC PRKACB PRUNE1 PSIP1 PSTPIP2 RAB14 RAB27A RACGAP1 RAD51C RANBP6 RB1 RBBP7 RBL2 RBMX RFC3 RGS2 RNFT2 RPA1 RPAP3 RTF1 RUNX1 SCRIB SEC24B SEC24C SEMA3A SEMA4C SENP5 SEPHS1 SHCBP1 SKP2 SLC25A20 SMC2 SMCO4 SNRNP27 SPCS3 SPDL1 TACC3 TBC1D4 TBC1D9 TESK2 TMEFF1 TMEM165 TNFAIP1 TOP2A TRAK2 TRIB2 TUBB4B U2AF1 UBE4B UFC1 USP22 USP46 VCAN YTHDC2 YWHAZ ZC3H7A ZNF184 ZNF195 ZNF280D GSE37534_UNTREATED_VS_GW1929_TREATED_CD4_TCELL_PPARG1_AND_FOXP3_TRASDUCED_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37534_UNTREATED_VS_GW1929_TREATED_CD4_TCELL_PPARG1_AND_FOXP3_TRASDUCED_UP AARS1 ABCA6 AKT3 AMFR AP3M2 ARHGAP10 ATP10A AURKAIP1 BAG1 BASP1 BCCIP BCL2L13 BFSP1 BST2 BUD31 C6orf62 CASP1 CCDC28A CEBPG CNP COMT COX7A1 CRBN CREBL2 CRTAC1 CRYBG1 CSF2 CSNK1D CSRP1 CST2 CXCL1 CYP2J2 DAPK1 DDX60 DHX58 DMAC2L DNAJC28 DNAL4 DUSP3 EBAG9 EHD4 EIF1 EIF2AK2 EIF3K ELF1 ELF4 EML2 ERCC1 ETV7 FAM163A FBXL7 FMR1 FRAS1 FYN FZD4 GDI2 GLB1L2 GLUL GMDS GMPR GPRC5A GTF2B GTPBP2 GYG1 HACD1 HAX1 HBEGF HERC5 HIF1A HIVEP1 HK2 HLA-B HLA-C HOMER1 HOXB2 HSPBP1 IFI27 IFI6 IFIT2 IFITM1 IFRD1 IFRD2 IL13RA2 IL6 IQCB1 KANK3 KAT8 KBTBD2 KCNJ12 KCNMB1 KPTN LGALS8 LGALS9 LHX6 LMO2 LTB LY6E LYL1 MBD2 MEF2C MEPCE MIA2 MID1IP1 MOCOS MRPS31 MSX1 MYD88 NFKBIA NFKBIE NR3C2 NT5E OGFR OMG PALS2 PCDH12 PCF11 PDZD2 PGAM1 PHACTR2 PHF11 PIGC PIGH PLAGL1 PLD1 PLEKHA4 PLPPR1 PPP1R11 PRKD2 PROX1 RAB32 RAB3GAP1 RAB3IL1 RAB9A RAMP2 RASGRP3 RBCK1 RGL1 RHBDF2 RHOD RIN2 RING1 RPS4Y1 S100P SAP130 SCN8A SCO2 SEMA3C SENP3 SERPINB1 SETX SHB SHFL SIRT4 SLC16A4 SLC1A4 SLC22A5 SLC37A4 SLCO2A1 SLCO4A1 SLFN12 SOCS2 SPATS2L SPTLC2 SRR STBD1 STX12 STX18 SURF1 SURF2 TDRD7 TENT5A TIMM9 TMEM50A TNFAIP3 TNFRSF11A TNFSF18 TRANK1 TREX1 TRIM26 TRIM38 TRIM5 TSPAN5 TTC39A TYMP UAP1 URM1 USP25 UXS1 VEGFA VEZF1 WASHC4 YEATS2 ZCCHC2 ZFPM2 ZFYVE26 ZNF107 ZNF274 ZNF277 ZNF574 GSE37534_UNTREATED_VS_PIOGLITAZONE_TREATED_CD4_TCELL_PPARG1_AND_FOXP3_TRASDUCED_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37534_UNTREATED_VS_PIOGLITAZONE_TREATED_CD4_TCELL_PPARG1_AND_FOXP3_TRASDUCED_DN ABCF3 ACAT2 AFF4 ANXA2P2 APBA2 APOL2 APOL6 ATF3 ATP10A BAG1 BCAT1 BCL2L13 BRCC3 BST2 C1S CADM1 CALR CARHSP1 CASP1 CBR1 CCL2 CCL7 CENPN CEP85 CFLAR CHRNB1 CMTR1 COASY COBLL1 COX17 COX4I1 CPT1A CRADD CREM CTNNBL1 CXCL10 CYB5R3 DCP1A DDIT4 DENND3 DGLUCY DHX9-AS1 DPP4 EFEMP2 EHD4 EIF2AK2 ELF1 ERAP1 EXOSC9 EZR FANCF FGF1 FGF5 FMOD FRS2 FST GADD45B GBP1 GCH1 GCNT1 GMPR GNAZ GSDMD GTPBP2 H2BC4 H3-3B HAX1 HBD HERC5 HERC6 HES1 HK2 HLA-C HLA-E HLA-F HLA-J ID3 IFI27 IFI30 IFI35 IFI44 IFI44L IFI6 IFIT1 IFIT2 IFIT3 IFITM1 IFITM2 IFITM3 IL10RB IL15RA IL6 IRF1 IRF7 IRF9 ISG15 ISG20 JADE2 KDM4A KIF5C KRT7 LARS2 LGALS8 LY6E MID2 MOK MRPL17 MSC MT1M MTMR11 MX1 MX2 MYD88 NAGK NAPA NBN NDRG1 NMI OAS1 OAS2 OAS3 OASL OGFR OPTN P2RX4 PARP12 PARP8 PDCD1LG2 PHACTR4 PLSCR1 PML PODNL1 PRKD2 PSMB10 PSMB8 PSMB9 PSME2 PTN PTPRA PTPRS RAB20 RBCK1 RIGI RIPK2 RNF114 RNF19A RNF19B RPL13 RSAD2 RTP4 S100A13 SCO2 SECTM1 SHFL SIGIRR SLC15A3 SLC25A28 SLC25A40 SNRPD2 SOCS1 SP110 SPAG4 SPSB1 SPTLC2 SRGAP2 STARD5 STAT1 STAT2 STK19 STOML1 STRADA STT3A SYNRG TAP1 TAP2 TDRD7 THEMIS2 TLR3 TMBIM1 TMBIM4 TMEM140 TMEM62 TRAFD1 TRAPPC14 TREX1 TRIB2 TRIM14 TRIM21 TRIM25 TRIM26 TRIM38 TRIM5 TRPV2 TXNIP UBE2L6 USP18 VAMP5 WARS1 XAF1 ZMAT5 GSE37534_UNTREATED_VS_PIOGLITAZONE_TREATED_CD4_TCELL_PPARG1_AND_FOXP3_TRASDUCED_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37534_UNTREATED_VS_PIOGLITAZONE_TREATED_CD4_TCELL_PPARG1_AND_FOXP3_TRASDUCED_UP ACAN ADGRF5 ADNP2 AFP AKAP1 AMDHD2 AP1AR AP1B1 APOM ARNT ARRB2 ART1 ASB13 BAZ2B BECN1 BET1L BEX4 BLTP3B BPGM BRD4 C11orf80 C12orf29 C1orf50 CARMIL1 CCDC69 CCNF CDK19 CDK5RAP3 CEP57 CHST2 CKB CLBA1 CLCC1 CNOT4 CROCCP2 CTNS CTSH CYB5A DARS2 DCK DDX51 DHFR DNAAF2 DNAJB5 DOCK4 DPYD DZIP3 EDRF1 EFNA4 EPB41L1 FAM131A FANCI FOSB FRMD4A FXN GEM GLCE GNAI1 GPC3 GPC4 GPER1 GPR153 GSDMB GSTM4 H2BC8 HIBCH HIKESHI HMCES HNF1A HOXA3 HTR2A INTS14 IPP KCTD13 KIAA1549L KIF14 KIT KYAT1 LIN7C LRP1 LRP12 LRRC37A2 LSM14A MACF1 MAGI2 MAGOHB MANSC1 MAPK13 MAZ MCMBP MECP2 MED4 MED9 MIOS MIS12 MMP9 MREG MRS2 MRTFB MS4A6A MYBL2 NAA16 NACA4P NBEA NDC80 NFIC NIP7 NLK NMT2 NPTXR NR2C1 NUP133 OBSL1 OLR1 OR3A1 PAQR3 PCNX4 PCOTH PDCD2 PDE4A PDZRN3 PECR PEX19 PGAP3 PHF2 PIK3C2B PIK3CB PIK3R4 PITX2 PLAGL2 PLCH2 PLEKHF2 PORCN POT1 PPARD PPP1R26 RANBP17 RASGRP1 RASSF2 RBKS RCOR3 RMND1 S1PR1 SAC3D1 SCD5 SF3A2 SGMS1 SHROOM2 SIRT5 SLC38A6 SLC4A4 SLC7A11 SMARCD1 SMC2 SMOX SNRPA1 SORBS2 SOS2 SREBF2 SRSF10 STIM1 STK17B TACC3 TAF5 TCOF1 TCTN2 TGFB2 TGFBR3 TKFC TMEM186 TMEM53 TMOD1 TNS2 TRAPPC10 TRIM24 TRPC1 TULP4 TWIST1 URB1 USP12 USP46 VCPKMT VGLL3 VPS13A WBP11 WDR74 YBX3 YTHDC2 ZBTB48 ZEB2 ZFHX3 ZMAT3 ZNF202 ZNF318 ZNF324 ZSCAN26 ZSWIM8 GSE37534_UNTREATED_VS_ROSIGLITAZONE_TREATED_CD4_TCELL_PPARG1_AND_FOXP3_TRASDUCED_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37534_UNTREATED_VS_ROSIGLITAZONE_TREATED_CD4_TCELL_PPARG1_AND_FOXP3_TRASDUCED_DN ABHD17B ADPRM AFF4 AK4 AMFR APOL6 ATF3 ATP10A ATXN7 BAK1 BATF3 BCAP29 BCL2L13 BPGM BRCC3 BRD3 BST2 C1orf56 C3orf52 CALR CCL20 CCL7 CD248 CHM CHST3 CRADD CSF1 CSTF2T CXCL10 CYLD CYP2A7 DBF4 DEPP1 DOCK10 DYRK3 EIF2AK2 ELF1 ENPP1 ERAP2 ETS1 EXOC2 FANCF FLT1 FOSL2 GBP1 GK3 GNA13 GNAT2 GNB5 GOT1 GSAP HAUS2 HECA HERC4 HERC6 HK2 HLA-J HOXA1 HRH1 HSPB8 ICAM1 IDO1 IFI27 IFI35 IFI44L IFI6 IFIT1 IFIT2 IFIT3 IFITM1 IL10RB IL15RA IL6 IRF1 ITGA6 ITK KCNMA1 KCTD20 LGALS8 LONRF3 LRFN4 LYN MACIR MAFF MALT1 MAP3K7CL MBD5 MBTPS2 MED4 MEIS3P1 MID2 MOB1A MOCOS MOCS3 MSRB1 MSX1 MT1M MX1 MX2 NAMPT NKAPD1 NMI NMT2 NOCT NPTX1 NRBF2 OGFR P2RX4 P2RX5 PARP12 PARP8 PCDH7 PCDH9 PENK PIGC PIK3CA PLSCR1 PMAIP1 PRKAB2 PRSS3 PSMB10 PSMB8 PSMB9 PTGS1 PTN PTPN12 PTPRA RAB20 RAB27A RAB36 RACK1 RARRES1 RB1 RETREG2 RGL2 RGS10 RIGI RINT1 RIPK2 RNF19A RNF19B RPE RXRA S100A2 SCAF11 SECTM1 SETBP1 SH2B3 SKI SKIC8 SLC12A8 SLC15A3 SLC25A28 SLC30A4 SLC31A2 SLK SMYD5 SNAPC3 SOAT1 SOCS1 SOCS2 SOCS5 SORT1 SP100 SP110 SP140L SPRY4 ST3GAL1 STAT2 STX17 SWAP70 TANK TAP1 TAP2 TDRD7 TEK THEMIS2 TIA1 TMEM140 TRAFD1 TREX1 TRIB1 TRIB2 TRIM25 TRIM38 TSPAN5 TUBA3C UBE2L6 UFM1 USP18 VAMP5 WARS1 XAF1 ZBED4 ZDHHC14 ZFP36 ZFP64 ZNF609 ZNF814 GSE37534_UNTREATED_VS_ROSIGLITAZONE_TREATED_CD4_TCELL_PPARG1_AND_FOXP3_TRASDUCED_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37534_UNTREATED_VS_ROSIGLITAZONE_TREATED_CD4_TCELL_PPARG1_AND_FOXP3_TRASDUCED_UP ACAN ACVR2B ADGRF5 AFP AP1G2 APOM ARHGEF11 ARNT2 ARRB1 ASB13 ASCL1 ATF7IP ATP9B AVPR1B B3GNTL1 BAHCC1 BAZ2B BORA C1orf35 C6 CDH22 CDK5RAP3 CEP72 CHD4 CKB CLBA1 CLCC1 CLCNKB CLEC4E CLN8 CLOCK CNTN1 CSPG4 CSTPP1 CTSH CYP1A2 DDX51 DENND1C DOCK4 DOCK9 DOP1A EBLN2 ECE1 EFNA4 EPHB4 EXOG EXOSC5 EZH2 FBLN1 FBXW12 FGF9 FLNA FOSB FRMD4A FXN FXYD1 FXYD6 GINS3 GOLGA3 GOLGA8A GPC3 GRIK2 GSDMB HMCES HPN HSD17B14 HSD17B6 HTR2A IMPACT INAVA INSR INTS14 IRGQ KAT2A KIAA1549L KIF14 KIF26B KIFC1 KLHDC4 KLHL25 KNTC1 KRIT1 LHPP LIAS LINC00963 LMNB1 LRIG2 LRP1 MACF1 MAGOHB MANSC1 MAPK8IP3 MCAM MCM9 MECP2 METRN MN1 MRPL17 MRPL24 MRPL34 MRTFB MS4A6A MT1F MTARC1 MYBL2 MYDGF NAA16 NACA4P NBEAL2 NCSTN NDOR1 NEK2 NIPSNAP3B NMB NPFF NPTXR NRGN NTF3 NUDT6 OLR1 OR3A1 OTUD3 PBX2 PIK3CB PITPNM3 PLA2G4C PLD3 POLD3 PPP1CB PPP1R14D PRDM11 PRKD1 PROZ PRPF39 PRPH PRUNE1 PTBP2 PTGER4 RASSF2 RBM4B RCBTB1 RDH5 RNF128 RRBP1 S1PR1 SAC3D1 SAP30L-AS1 SCD5 SFRP1 SHMT1 SIRT5 SLC11A1 SLC12A9 SLC16A5 SLC22A11 SLC25A37 SLC4A7 SLC7A11 SMC2 SMPD2 SORBS1 SORBS2 SPACA9 SPHK2 SREBF1 ST3GAL6 SULT1E1 SYNE2 TAF15 TCF21 TCN2 TGFB2 TGFBR3 TMEM106C TMEM53 TOMM40 TRIM24 TRPM4 TRPS1 TULP4 UBB VGLL3 VPS13A YTHDC2 ZBTB48 ZFHX3 ZFHX4 ZKSCAN4 ZNF212 ZNF215 ZNF219 ZNF318 ZNF324 ZNF428 ZNF500 ZNF74 ZZEF1 GSE37563_WT_VS_CTLA4_KO_CD4_TCELL_D4_POST_IMMUNIZATION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37563_WT_VS_CTLA4_KO_CD4_TCELL_D4_POST_IMMUNIZATION_DN A3GALT2 ABHD4 ABRA ACCS ACD ACOT11 AGFG2 ALG13 ATF6 ATP2B4 BCAP31 BMP7 BNIP3 BSCL2 BTD BYSL C1D CACNA1C CANT1 CCL22 CCNF CCR4 CD24 CD38 CD44 CD74 CDCA8 CDK5RAP1 CDKN3 CENPL CERS2 CHAC2 CHSY1 CIAO2B CKAP2L CKS2 COBLL1 COMTD1 CORO2A COX8BP CREM CRIP1 CRTAP DHRS3 DPAGT1 DPYSL2 DST DUSP3 DZIP3 ECE1 ECM1 EGLN3 ELOA ELOVL1 ENTPD1 ESPN F2RL2 FADD FADS2 FASN FASTK GAS2L3 GDAP2 GLRX GOT1 GPD2 GTSE1 H2BC14 H2BC4 H6PD HAMP HAUS5 HAVCR2 HIP1 HMBS HMGN5 HSPA4L IL1R2 IL2RB IPPK ITGA2 KIF18B KLRG1 KMT5A LAMC1 LDHB LMF2 LPCAT3 LRP8 LRR1 LRRC8C LRRC8D LRRFIP1 LXN MAF MAN2B2 MAPK3 MCM4 MED25 MFSD10 MRPS11 MXD3 MYCBP MYO1C MYO1G NACC1 NBEAL2 NCAPD3 NDC1 NEB NFIL3 NFKBIB NSDHL OTUB1 P2RX7 PACSIN2 PAQR3 PAXIP1 PEDS1 PGAM1 PIEZO1 PLD4 PLK1 POLD3 POLR1D POMP PPAN PRDM1 PRKAR2B PRMT5 PRPF31 PRR5 PRRC2A PTGER4 PTPN9 PTPRS RMDN3 SCD SERTAD4 SESN2 SF3B4 SHARPIN SIRT6 SKP2 SLC15A3 SLC25A10 SLC25A11 SLC29A4 SLC2A1 SMARCA4 SMTN SORD SPIRE2 SPRED2 SSR1 STAU2 SUV39H1 SYTL3 TBC1D7 TCERG1 TECR TFPI TINF2 TMEM107 TMEM176A TMEM184C TMEM65 TNFSF9 TNK2 TNS4 TRAPPC1 TRERF1 TREX1 TUBG2 UBC UCK2 VAC14 VCL VIM WAS WBP11 WIZ WNK1 YIPF3 ZC3H4 GSE37563_WT_VS_CTLA4_KO_CD4_TCELL_D4_POST_IMMUNIZATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37563_WT_VS_CTLA4_KO_CD4_TCELL_D4_POST_IMMUNIZATION_UP ABCD2 ABCG2 ACTN1 ADAM17 AHCYL1 AK9 AKAP8L AKT2 ANO1 APAF1 ARF5 ARHGAP15 ARL5C ARPP21 ASB11 ASTN1 ATE1 ATM AVL9 B3GNT7 BHLHE22 BTN2A2 CCDC153 CD163L1 CDC37L1 CDC73 CDH19 CDK20 CEP95 CEP97 CFI CHST10 CLEC18A CLINT1 CNKSR2 CRHR2 CTSD CTSO CXCR1 CYP24A1 CYTL1 DDX17 DDX5 DGKD DKK2 DNAJB4 DUSP13 DYNC1LI2 EFR3A EPC1 ERC2 EXD1 FAHD2A FAM120C FAM174B FBXL7 FBXO16 FGD3 FGF8 FSHB GALNT18 GALNTL5 GMCL1 GRAP2 HCN3 HDHD5 HELZ2 HLTF HNF1B HOXB2 HPS5 HSD17B2 IFI16 IREB2 IRF1 JUP KAT6A KHNYN KIF1B KLHL6 LAPTM4B LAX1 LCE1E LCN10 LGALS8 LMBRD1 LPAR3 LPCAT1 LRRC30 LUC7L3 MDP1 MEI1 MIER1 MIR138-2 MIR451A MLLT3 MPP3 MROH1 NCKAP1L NEK9 NFXL1 NRK NXPE3 OSBPL2 OSBPL8 OXT PAPLN PARG PARP14 PATJ PBX1 PCMTD1 PDGFD PDPN PKIA PLD1 PNPLA1 PNPLA7 POMGNT1 POU4F1 PPCS PPM1K PPP1R3C PPP6R3 PRKD2 PXT1 RANBP6 RAPGEF6 RASA3 RBM4B RCBTB1 REV3L RHOBTB3 RIF1 RNF167 RPS9 SCP2 SDSL SERINC5 SETX SGK3 SHPRH SLC12A6 SLC25A5 SLC6A16 SLC9A6 SMURF1 SNRNP48 SPIN1 STX17 SULT1E1 TCP11L2 TENT5C TJP3 TMTC4 TOM1L2 TSC22D3 VPS13C WDR11 WDR5B WIPI2 XIAP YPEL3 ZDHHC17 ZFTRAF1 ZNF729 GSE37605_C57BL6_VS_NOD_FOXP3_FUSION_GFP_TCONV_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37605_C57BL6_VS_NOD_FOXP3_FUSION_GFP_TCONV_DN ABCA1 ABI2 ACOT13 ADAMTS10 ADCK5 AKAP9 AP2M1 ARHGAP22 ARID1A ARPC1B ATP5F1A B3GNT3 BCKDHA BMPR2 BPNT1 C6orf62 CALU CAPN15 CCAR2 CCNY CCT4 CD24 CD300LD CD63 CDC16 CDC42SE2 CFL1 CHD9 CHST14 CIBAR1 CLYBL CMC2 CORO7 CPEB1 CPOX CPSF3 CROT CTDSP1 CTDSP2 CTSD CUL7 CXCR2 DBT DCTD DDX46 DDX5 DDX51 DECR2 DFFA DICER1 DIP2A E2F3 EEF2 EIF1B ELOVL3 ERRFI1 EXTL2 FAM117A FBLN2 FBXO33 FCGRT FYTTD1 GAB3 GALM GCC2 GDI2 GNG2 GPNMB GPR85 HACL1 HBS1L HCFC1 HECTD3 HINT1 HNRNPA0 HSPA4 HSPD1 IARS2 IFT74 ILF3 IPO9 IVD KIF16B KIF23 LAPTM4B LAPTM5 LCOR LMNB2 LPAR6 LRRC58 LSM2 MAPK3 MARCHF7 MARCHF8 MBNL3 MCCC2 MED24 MIA3 MOB3A MYL12A MYO7A NBEAL1 NCF2 NDUFS2 NDUFV1 NPC1 OPHN1 PCGF6 PDE4D PDGFA PGRMC2 PHF14 PI4KB PICALM PIEZO1 PIGK PIK3CA PIKFYVE PLCB3 POLD4 POLR1B POLR3G PPID PRKAG2 PRKD3 PRKDC QTRT2 RAB1B RAB40C RALBP1 RASSF3 RCN3 RNF130 RNY3 ROMO1 RORA RPS6KA1 RRAGC RYK S100PBP SAP18 SCARNA17 SDHC SELENOF SENP2 SETD6 SFT2D2 SLC20A2 SMYD2 SNORD33 SNX25 SOGA1 SPECC1 SPRY2 SRM STAC2 TADA1 TAF1D TBC1D22A TBC1D5 TBCD TFDP1 THOC7 TIFAB TMCC1 TMEM108 TMEM150A TMEM64 TMEM70 TMEM81 TMEM87B TNFRSF12A TOMM40L TPM1 TRAPPC2 TSC1 UBE3C UMPS VAT1 VEGFB VGLL4 VPS13B WDR11 WDR36 WIPI1 ZFYVE16 GSE37605_C57BL6_VS_NOD_FOXP3_FUSION_GFP_TCONV_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37605_C57BL6_VS_NOD_FOXP3_FUSION_GFP_TCONV_UP ABCD3 ABCG2 ABITRAM ACOT12 ADGRD1 AHI1 ANKLE2 ARHGAP24 ARRDC4 ASAP1 ASCC2 ASNSD1 ATAD1 ATPAF2 BATF BCAT1 BCL2L1 BPHL CANX CD27 CD38 CD52 CD81 CDC14A CDC26 CEBPA CHCHD3 CHTF18 CLCC1 CLDN25 COPS7B CRELD2 CRYZ CSF1 CST7 CYBB DAPP1 DDC DGUOK DNASE2B DPYD DSTYK EEA1 EI24 EPCAM ETFB FAM162A FCRL5 FGD6 FLNB FNDC7 FSHR GABARAPL1 GFM2 GNAQ GPLD1 GPM6B GPR174 GRHL1 GUCY1A1 HGF HIVEP3 HMGN2 ICA1 IDH3G IFITM2 IFNG IFT20 IFT52 IFT88 IGBP1 IL1R2 IMMP2L INPP5B ITGB8 JAGN1 JAZF1 KIF13A LAP3 LARP1B LCLAT1 MAB21L1 MARCKSL1 MATN2 MCTP1 ME1 METAP1 METTL1 MGMT MINDY4 MRPL45 MTFR1L MTREX NF1 NIT1 NPAS4 NRN1 NSFL1C NUP93 OCIAD1 ODF3 PAFAH1B2 PDCD1LG2 PENK PHACTR2 PLAGL2 PLEK PMPCA POLD4 PPFIBP1 PRKCA PRPF31 PSMD14 PSME1 PSME3 RAB28 RAB8B RABL2A RAD51B RBPJ REPS1 RGS9 RIDA RRAGD RYK RYR2 S100A14 SAMD4A SCAMP1 SCIN SDCBP SEPTIN7 SF3A1 SFMBT1 SH3BGRL2 SLC12A2 SLC22A15 SLC35A1 SLC35F5 SLC43A3 SPACA5 SPCS3 SPRED1 SSR4 SUMO2 SYNPO TANK TBC1D7 TCEAL9 THOC3 TIGIT TIMM17B TMEM165 TMEM38B TMEM63C TMEM9 TNFSF13B TOR3A TRIP13 TSHZ2 TSR2 TXN UMPS VDR YBX1 YBX3 YIPF5 ZC4H2 GSE37605_C57BL6_VS_NOD_FOXP3_FUSION_GFP_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37605_C57BL6_VS_NOD_FOXP3_FUSION_GFP_TREG_DN ABCD2 ABHD12 ABI2 ACKR3 ACO2 ADAMTS1 ADAMTSL2 AKAP12 ANGPT2 APOLD1 ARL4D ASPA ATF3 ATOX1 ATP6V1E1 AVEN BHLHE40 BRD7 BTG2 C3AR1 CASP7 CBX7 CCL2 CCL24 CCL3 CCR8 CCRL2 CD14 CD300C CD300E CD9 CDCA5 CDCA7 CDIN1 CEBPB CEBPD CH25H CIBAR1 CLPTM1 CMKLR1 COPS8 CP CSNK1E CTTN CYYR1 DENND1A DHRS3 DLL1 DOCK7 DUSP1 DUSP5 DUSP6 EDN1 EEF1AKMT1 EHD1 ELANE ETFB EYA1 F11R FADS1 FADS2 FAM98B FOS FOSB FOSL2 GAB2 GDE1 GNAZ GPR4 GTF2B GTF2H5 GTPBP1 H3-3B HAUS8 HNRNPLL HSPA2 ID3 IER2 IER3 IL10 IL1A IL6 INPPL1 IPMK ISY1 ITGB5 ITM2A JDP2 JUN JUNB KCNE4 KDM6B KLF4 LACC1 LAMP1 LANCL1 LILRB4 LITAF LONP2 LRP4 LRP5 LRRN3 MAFF MAPKAPK3 MED28 MEIG1 MGAT5 MGST1 MIR145 MMP13 MRPL18 MRPL3 MRPL48 MRPL51 MS4A7 MT1A MYB MYC MYO10 NAGK NFIL3 NFIX NFKBIZ NFYC NR4A1 NR4A3 NUAK2 OXNAD1 PDE4D PER1 PKD2 PLA2G15 PLAUR PLEKHM2 PLEKHO2 PLK2 PLK3 PLXNB2 PPT2 PRDX6 PSMC2 PSMD3 PTGER4 PTGS2 PTPRM PVR RAB34 RAB43 RAD54B RASL11B RCAN1 RNF19B RPAP3 RPL3 SCARB1 SDC4 SEC24D SELENOS SEMA4C SERPINE1 SLC25A25 SLC25A33 SNORD22 SNTB2 SNX24 SPRY1 SPRY2 SPRY4 SUV39H1 TANGO2 TBC1D8 TM4SF1 TMCC3 TMEM106A TMEM120A TMEM199 TMEM97 TNFAIP3 TNFSF18 TNS2 TPM1 TRAPPC1 TRAPPC3 TSEN15 UBA2 VDAC1 VNN3P VPS37B ZFAND5 ZFP36 ZFP36L1 GSE37605_C57BL6_VS_NOD_FOXP3_FUSION_GFP_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37605_C57BL6_VS_NOD_FOXP3_FUSION_GFP_TREG_UP ACR ADCY1 ADCYAP1 ADGRF1 ADRB3 AK4 ANKFN1 ANKRD24 ANXA10 ARMC12 ASB15 BPIFB9P C1QL4 C1orf105 C1orf216 C20orf141 C20orf85 C4orf45 CACNB4 CCDC96 CDKN2A CFAP206 CNBD1 COL10A1 COL8A2 CPLX1 CPN1 CRYBG2 CRYGS CSMD2 CTU1 DFFA DIPK2B DKK1 DYTN ECT2L EFR3B EVC2 EYA4 FEM1A FGA FGF6 FOXF2 FZD2 GIPC3 GJA4 GLDC GPR161 GPR37L1 GRIA1 GRIN3A H3-3B HHIPL1 HOXB6 HOXD13 HRH3 HSD17B13 HTRA4 IL17A IL20 IL22RA2 IL4 IL9 IRS4 ITIH4 JPH1 KCNC2 KDM8 KIAA1671 KLHL35 KLK9 KRT36 KRT86 LMOD1 LRFN5 LRRC26 LRRC51 LUZP2 MEPE MFSD4B MIR27A MIR378A MMP21 MORN1 MTNR1B MUSK MYOD1 NEFM NHLRC4 NMS OLR1 PKD1L2 PKDREJ PLIN1 PPL PSD PTK7 RAB25 RGS17 RNASE13 RPLP0 SCGB3A1 SEMA4B SEMA4G SHC4 SIX3 SLC16A8 SLC25A34 SLC35F1 SLC46A2 SMOC1 SPAG11A SPATA31D1 SPATA31D4 SRSF8 SSMEM1 ST8SIA5 STRA8 TEX22 TNFAIP8L3 TRIML1 TYR XRCC3 ZIC4 GSE37605_C57BL6_VS_NOD_FOXP3_IRES_GFP_TCONV_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37605_C57BL6_VS_NOD_FOXP3_IRES_GFP_TCONV_DN ABTB2 AK2 AMN1 AMZ2 APTX ARID5A ARID5B ATP6V1B1 BAZ1A BIN3 BRMS1L CAPG CCT3 CDK5RAP1 CHAC1 CLEC2D CLPTM1 CRCP CSF2RBP1 CSRNP1 CYP26B1 DCAF15 DHRS7B DNAJA1 DUSP10 DUSP16 ECE2 ELL2 ENDOD1 EPHA7 ESD EZR FAM53C FCF1 FCGR2B FFAR1 FGF14 FILIP1 FIS1 FREM1 FXYD1 GEMIN2 GMFG GNA13 GNG11 GNL1 GNS GPR132 H4C14 HCLS1 HDAC7 HEYL HOMER1 HSD11B2 HSD17B6 IFT57 IGLON5 INSL6 IRF5 JAG1 JAKMIP3 JDP2 KCNK5 KDM4A KICS2 KLHL38 KMO KMT5A KRTDAP LAPTM4A LARGE2 LRATD2 LRTM1 LSG1 LTA LUC7L3 MAPKAPK3 MDM4 MED13 MIR665 MOCS2 MRM3 MRPL21 MRPL45 MS4A1 MSN NAPB NCAM2 NCOA5 NFKBIL1 NMT1 NUDT9 OPA3 OSBPL3 PACS2 PHLPP2 PLD4 PLEKHA2 PLEKHJ1 PLK4 POU3F1 PPP2R2D PRPF38B PSMD7 PSTPIP1 PTGS2 PTPRO RAB3IP RALA RBM7 REEP3 RFLNB RGS14 RINT1 RNF215 RNF25 RPL3L RPS5 S1PR2 SCYL3 SERPING1 SERPINI1 SESN2 SIK3 SLC16A3 SLC17A8 SLC1A4 SLC22A3 SLC38A7 SNAPC3 SNX17 SNX20 SPDL1 SSTR3 STIM2 STK38 SUMO1 SYF2 SZT2 TAF15 TAF7L TCOF1 TDRD5 TESMIN TJP1 TMEM11 TMEM59 TMEM86A TNFRSF17 TTC9C TTK TYW1 UROS USP35 USP39 VPS33A VTA1 WIPF2 YKT6 YTHDC1 ZFPL1 ZSWIM2 GSE37605_C57BL6_VS_NOD_FOXP3_IRES_GFP_TCONV_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37605_C57BL6_VS_NOD_FOXP3_IRES_GFP_TCONV_UP ABCD3 ACOT12 ADARB1 ADGRD1 AGBL1 AICDA ALDH5A1 ANKAR ARHGAP24 ASNSD1 ATP1A3 B3GNT2 BCAT1 CACNG4 CALCR CAMK2D CAPN11 CCR6 CD226 CDC14A CEBPA CFAP251 CGRRF1 CHST15 CNNM2 CRELD2 CXCR5 CYP2E1 DCLRE1A DDC DNASE1L3 DSCAM DSTYK ENPEP ERMP1 EXPH5 FAM162A FAM81A FCGR3A FCMR FCRL5 FGD6 FHDC1 GABARAPL1 GEMIN8 GHITM GLRA1 GLT8D1 GNA14 GPA33 GPR119 GPR26 GPR45 GPRIN3 GUCY1A1 GUCY1B1 GZF1 HECTD2 HEY1 HIVEP3 HMOX1 HYAL6P IFITM2 IFT52 IFT88 IGSF9 IL13RA1 IL1F10 IMMP2L INPP5B INPP5F INSRR IRF8 JAZF1 KIF18A LIMS1 LSM12 MAP3K5 MAPRE3 MARCKSL1 ME1 MFSD13A MIR103A1 MRTFB MTREX MYO3B NCOA1 NF1 NPAS4 NTRK3 NUP93 NYNRIN OPN3 PAPPA PDCD1LG2 PDE7A PDLIM7 PEX2 PGAP6 PLCXD3 PLK5 PLPP1 POLA1 POU2AF1 PPFIBP1 PPP1R3G PRKCA PTCH1 PXMP2 REEP3 RYR2 SCAMP1 SCIN SERPINC1 SH3GL3 SH3RF2 SLC9A7 SLIT1 SPACA5 SPEM1 STARD10 STIM2 STON2 SYNJ1 SYNJ2 SYNPO SYTL4 TBC1D12 TCEAL9 TGFBR1 TIMP2 TMEM38B TMEM63C TMEM65 TNFSF13B TNIP2 TOR3A TRAM2 TSPAN5 UAP1L1 VEGFC WDR11 WDR35 GSE37605_C57BL6_VS_NOD_FOXP3_IRES_GFP_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37605_C57BL6_VS_NOD_FOXP3_IRES_GFP_TREG_DN ABCB9 ADAT1 ADCY6 ADCY7 AHCYL2 AIDA AMIGO1 AP4S1 AQP9 ARF3 ARL6IP1 ASPA AZI2 C11orf16 C19orf12 C1orf159 C2orf42 C3orf38 C5orf22 CA1 CAMKV CAND1 CAPN6 CASKIN2 CCND3 CCNG1 CD27 CD48 CDH16 CENPC CHIC2 CHPF CHRNB3 CHTOP CIAO2B CLDN3 CMTM8 CNGA1 CNOT6 CORO2A CORT CPB1 CSNK1E CXCR6 CYTH1 DNAJC7 DPT DRG1 DUSP11 DYNC1I2 ECM1 EDIL3 EEIG1 ELF4 F2R FAM174B FAM8A1 FAS FRMD5 FUBP1 FXR2 GCNT3 GFI1B GFOD2 GIMAP1 GIT2 GPR132 GPR34 GRAMD1A GRK2 GTPBP6 HDAC1 HERC4 HINFP HNRNPUL1 HOXA4 HOXB3 HSP90B1 HYOU1 IFT80 IGKC IKBKE IL12RB2 IL4 INPP1 IRAG1 IRF9 IRGM ITM2B JCHAIN KAT6A KLB KRT25 KY LDB1 LDB2 LGALS9B LTA LYSMD2 MAPK14 MBOAT2 MDFIC MICU1 MIS12 MORF4L1 MPRIP MRFAP1L1 MTMR1 MTO1 N4BP2L1 NCF4 NEDD4 NEK7 NFE2L2 NIPA2 NOS1 NPAS1 OGDH OIT3 OSR2 P2RY4 PAGR1 PARP14 PAX3 PAX5 PCOLCE PDE4A PDE4DIP PICALM POLDIP3 POLR3D PPP1R8 PROK2 PTGER4 PTK7 PTN RAC2 RAPGEF6 RARG RBM10 RBM6 RNF167 RNF17 RTL8C SEPTIN7 SEPTIN8 SGCE SHISA5 SIRT7 SLC13A2 SLC22A12 SLC2A3 SLC6A3 SLCO1A2 SOCS1 SOCS5 SP3 SPTB SS18 ST8SIA4 STAP1 STAT1 SYTL1 TAB2 TAS1R1 TBX21 TENM1 TENT5C TEX11 TLR6 TMBIM6 TOP1 TOR4A TRIM59 TRIOBP TRIP12 TSC22D4 TSHZ2 TSPAN13 TXNDC5 UBXN11 USP18 USP8 UTRN WDTC1 WIPF1 WNT5B WNT8B XIAP YWHAZ YY1 ZBTB16 ZBTB7B ZBTB8OS ZC2HC1C ZDHHC20 ZNF260 ZNF623 ZNF638 GSE37605_C57BL6_VS_NOD_FOXP3_IRES_GFP_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37605_C57BL6_VS_NOD_FOXP3_IRES_GFP_TREG_UP ABCB11 ABCC2 ADAM12 AIPL1 ANKRD33B ASGR2 C20orf173 C3orf84 C4orf17 C8A CACNA1A CCDC117 CCDC190 CDH18 CDHR2 CHML CHRM1 CHRNA10 CHRNA4 CITED1 CLDN25 CMAHP CNR2 CNTNAP4 COA4 CPNE4 CREBL2 CTU1 DOLK DPH3P1 EEF1A2 EEF1G ENKUR EPHA6 EPHB6 EXOC8 FAM221B FAM83C FBP2 FERMT1 FMR1NB FXYD2 FZD6 GALR1 GCK GJD3 GPR101 GRID2IP GULOP H2AB1 HNRNPH3 HOXA13 HRH4 HSPA4 HYDIN IGSF11 IL17F IRX2 ISL2 KCNV1 KLHL34 KRT18 KRTAP7-1 LBX1 LRMDA LRRC3B MAFA MALL MAP3K7CL MAPK12 MAPK13 MBD3L1 MESP2 METTL23 MIR138-1 MIR191 MIR346 MIR615 MLXIPL MRGPRD MS4A12 MYH15 MYH7 NEDD9 NGB NPAS2 NPFFR1 NPPA OCLN OLIG1 PANX2 PDCD2 PDZPH1P PIWIL4 PKP1 POU3F2 PROC PROCA1 PSORS1C2 PWWP2A RIMBP2 RIMS2 SASH3 SCN2B SEBOX SETBP1 SETD4 SHISAL2B SLC22A20P SLC24A1 SLC6A16 SLCO4A1 SLURP1 SNORD14E SNPH SNX29 SSC5D SYNGR4 TACR3 TAF7L TDO2 THSD4 TMEM121 TMEM207 TMEM212 TNFAIP8L2 TTC24 VGLL1 VPREB1 ZFP41 GSE37605_FOXP3_FUSION_GFP_VS_IRES_GFP_TREG_C57BL6_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37605_FOXP3_FUSION_GFP_VS_IRES_GFP_TREG_C57BL6_DN AASDHPPT ABCA1 ACSS2 ACTN1 ADAMTS1 ADAMTS5 ADAMTS9 ADGRG2 ADGRL3 AGL AGTRAP AKAP12 ALOX12 ANGPTL7 ANXA1 ARHGAP29 ARHGAP35 ARHGEF10 ARHGEF33 ATF3 ATP8A1 B3GALT2 BAMBI C19orf38 C1GALT1C1 CACNA2D1 CAMK1D CASK CBFA2T2 CCDC80 CCL24 CD93 CDADC1 CDH8 CECR2 CLEC14A CLPX CNKSR3 CRK CRYBA1 CSMD3 CTDSP1 CYYR1 DDX50 DLL1 DPEP1 DSE DUSP5 DUSP6 DYNC1LI2 ECM1 ECM2 EGFLAM EHBP1 EIF1 F2R FBLN5 FBXO32 FBXO33 FEZ2 FHL1 FKBP7 FKBP9 FMO2 GAS1 GAS6 GBP3 GGPS1 GGT5 GNAI1 GNG11 GPR141 GRIA3 GZMA H2AC6 H2AJ HS3ST3A1 HSD17B4 HSPB1 ID3 IFIT1 IFIT3 IGFBP6 IL12RB2 IL18 IL1RL2 INPP5A JAM3 KALRN KLHL24 KLRC2 KLRK1 LATS2 LIFR LOX LRRC32 LRRC58 MAGI2 MAN2B1 MAP4K3 MAPK14 MGP MIR145 MIR20A MNAT1 MOSMO MPRIP MYLIP MYO1B MYO9A NBEAL1 OARD1 OCRL OGN ORMDL1 PAM PAPOLA PCDHB14 PDE1A PDE5A PDK4 PF4 PGGT1B PPP2R3A PRAM1 PRKACB PRKD1 PRKRA PURG QSER1 RAC1 RASAL2 RASL11B RAVER2 RB1CC1 RCAN1 RMI1 RND3 SAT2 SERPINB2 SGK1 SLC22A5 SLC25A25 SLC39A10 SLC9A9 SNORA21 SNORA2C SNORD73A SNTB2 SNX7 SPA17 SPARC SRPX STARD8 STX17 SULT1A1 TAGLN TDRD7 TEAD1 TENT5A THBS1 TM4SF1 TMEM119 TNFSF18 TNS1 TOB1 TOPORS UBE4A UBTD1 ULK2 UPK1B USP12 USP21 VASN WWC2 XPR1 GSE37605_FOXP3_FUSION_GFP_VS_IRES_GFP_TREG_C57BL6_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37605_FOXP3_FUSION_GFP_VS_IRES_GFP_TREG_C57BL6_UP ACKR3 ACO2 ADAMTS1 ADHFE1 ADM ADPGK AGRN AGTRAP AKAP12 ANGPT2 APOLD1 ARL4D ARL5B ASCC1 ATF3 BAMBI BLOC1S3 BLVRA BTG2 C2 CASP7 CCL2 CCL24 CCN2 CCRL2 CD151 CD93 CEBPB CEBPD CH25H CHST15 CMKLR1 CNKSR3 CNTFR CREM CSRNP1 CXCL2 CYYR1 DAPK1 DCLRE1B DGAT1 DLL1 DST DUSP1 DUSP5 DUSP6 EAF1 EDN1 EGFR EGR1 EGR2 EID3 ESAM ETS2 EYA1 EYA2 F11R FAM76A FKBP7 FKBP9 FLVCR2 FOS FOSB FOSL2 FOXN3 FRRS1 FZD7 GAB1 GEM GSTA4 GTF2IRD1 H6PD HBEGF HEATR5A HMGCS2 HOMER1 HOXA5 HS3ST1 ID1 ID3 IER3 IL1A INPPL1 IPMK ISY1 ITGB5 JDP2 JUN JUNB JUP KALRN KCNE4 KCNK13 KDM6B KLHDC10 LATS2 LRP5 LRRN3 MAFF MED24 MFHAS1 MINDY1 MIR10B MIR145 MRM3 MT1A MUC13 MYC NAV3 NBL1 NDRG2 NFIA NR4A1 NR4A2 NR4A3 NTF3 NUAK2 OSTF1 OXNAD1 PADI2 PDE4D PER1 PHKA2 PJA1 PLAUR PLD1 PLK2 PLK3 PLXDC1 PMF1 PPP1R15A PPT2 PRDX6 PRSS3 PTGS2 PTPRM PVR RAB43 RASGEF1B RASL11B RCAN1 RDH10 RND3 RNF19B SCARB1 SDC4 SELENON SERPINE1 SGK1 SIK1 SLC10A6 SLC16A7 SLC24A3 SLC25A25 SLC25A33 SLCO2B1 SNTB2 SNX7 SPRY1 SPRY2 SPRY4 ST3GAL3 SVEP1 TC2N TGFB1I1 THBS1 TM4SF1 TM9SF4 TMCC3 TMEM106A TMEM45A TNFSF18 TNS1 TNS2 TPM1 TRIM25 TSPAN12 USP21 UXS1 VPS37B WBP11 WT1 WWC2 ZFP36 ZFYVE9 GSE37605_FOXP3_FUSION_GFP_VS_IRES_GFP_TREG_NOD_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37605_FOXP3_FUSION_GFP_VS_IRES_GFP_TREG_NOD_DN A4GALT ABHD16B ACAP2 ACP3 ADAM12 AHNAK AHNAK2 ANAPC5 AR ARHGAP15 ARHGAP27 ARID3B ARL4C ARMC7 ARSB ATP10D ATP2B1 ATP7A AVEN AXIN2 BCL9L CACNA1I CACNB1 CAMK4 CAPN2 CCR2 CDC14B CDK16 CDKN1B CMA1 CRIP1 CRY1 CSF2RB CYP2S1 CYRIA DAPK1 DIDO1 DIO1 DOCK10 EHBP1L1 ELF4 ENTPD5 FBXL22 FILIP1L FLI1 FUT7 GABBR1 GJB3 GOLM1 GPR15 GSK3B HLF HRH4 IGFBP4 IKZF1 IL1RL1 IL9R IRAK3 ITGA2 ITGAE KAT2B KCNA2 KLF3 KLHDC1 L1CAM LANCL3 LDLR LGALS3 LGMN LPP LZTS1 MAP4K4 MARS2 MB MFHAS1 MIR145 MIR505 MLXIP MRS2 MS4A4A MTCH1 MUC3A MUSK MYO1F NAB1 NCKAP1 NEBL NIPAL1 NLRC3 NSD1 NSD3 OSBPL3 PACS1 PDLIM1 PDLIM5 PITPNC1 PLCD1 PMFBP1 PNMA8A POLG2 POLR3GL PPM1J PPP1R12B PRKCQ PRR14 PRSS12 PSMA8 PTPRA PXYLP1 RAB3IP RAB4A RAD54B RAP1GAP2 RAPGEF4 RASIP1 RBMS1 RBMY1A1 RHBDF2 RIPOR1 RIPOR2 ROBO1 RORC RPL12 RTN4RL1 S1PR1 SCN4A SEC24A SETX SH2D4B SIPA1L1 SLAIN2 SLC22A5 SLC38A8 SLC4A7 SMCHD1 SMG1 SMYD1 SNAI1 SPN SRCAP SRSF11 ST8SIA6 STOM SURF6 SYNE2 SYT6 TCL1A TECTA TESMIN TGFBR3 THEMIS TMC1 TMEM176B TMEM71 TMOD3 TMPRSS13 TNIK TNNT3 TREML2 TRIM39 TTC17 TXK TXNIP UACA UBAP2 ULK2 USP3 VIPR1 VSTM2B ZNRF1 ZNRF3 GSE37605_FOXP3_FUSION_GFP_VS_IRES_GFP_TREG_NOD_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37605_FOXP3_FUSION_GFP_VS_IRES_GFP_TREG_NOD_UP ACSL1 ACTG2 ADRB2 AGTRAP AHCY ANAPC13 ANKS1A ARIH2 ASF1A ATG7 ATP5MC2 ATP5PF ATP6AP2 AURKA BAG3 BANF1 BIN3 BIRC5 BOLL BRIX1 BSCL2 CAPZA2 CASP3 CBFA2T2 CCR4 CD52 CD99 CDC34 CDK2AP1 CDKN2C CDT1 CHD1 CKS2 CMPK1 CNDP2 COMMD1 COMMD4 COPRS COPS6 COX6C COX7A2 CROCC CRYL1 CSTB CTSV CYP39A1 DAD1 DCTN2 DCXR DDX10 DUT EBPL EFHD2 EGLN3 EMD EMP3 ENO2 EPOP ERCC1 ETFB FAF1 FAM162A FUT7 FXN GALE GPR143 HADH HAUS2 HDDC2 HGSNAT HLX HMGB3 HPF1 IFT46 IFT57 IL1R2 INCENP ING2 INPP5K ITGB1BP2 JDP2 JPT1 KIF2A KLF10 KLHDC2 LDHA LGALS1 MAD2L1 MAFF MARCKS MARCKSL1 MCRIP1 MCRIP2 MED16 METTL1 METTL9 MID1IP1 MIIP MPC1 MPG MRPL11 MRPL12 MRPL23 MRPL57 MRPS18C MRPS28 MRPS35 MT2A MTMR7 MX2 MYO9B NCBP2AS2 NCMAP NDUFB11 NDUFB8 NDUFS6 NDUFV3 NELFE NFKBIA NIT2 NMB NOP53 NPC2 NR2C2AP NT5M NUP93 OGFRL1 ORC6 PADI4 PDCD6 PDGFB PDLIM4 PGK1 PGRMC1 PHF7 PIK3CG PINK1 PLTP PLXDC1 PMVK PPP2R1A PRADC1 PRDX4 PRPF19 PSMB2 PTGS2 PTPMT1 PTRHD1 PYGL QPRT RAB32 RAB6B RAC1 RAP2C RBBP8 RBMX RGS16 ROGDI ROMO1 RPL24 RRBP1 SAP18 SCAND1 SDHD SEMA4F SERPINB1 SFN SH3BGRL3 SLC13A3 SLCO5A1 SPO11 SSBP4 STMP1 SYCE2 TAF5L TAF9 TBCB TCEANC2 TCF19 TENT2 TIMM23 TIMP2 TMEM160 TRAK1 TXN UBE2C UBE2L3 UBXN10 UFC1 UHRF1 UPF3B UTP3 VDAC1 VRK1 XPO4 ZBTB22 ZNF277 ZNF593 ZNF622 ZNF639 GSE37605_NOD_VS_C57BL6_IRES_GFP_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37605_NOD_VS_C57BL6_IRES_GFP_TREG_DN A4GALT ABCA13 ADGRL4 ADH7 ADPGK AKNAD1 ALDH1A2 ARHGAP29 AVIL AXIN2 BMP4 CAMK4 CAPN2 CAPN8 CASC3 CATSPER1 CBLB CCS CD72 CDC14B COL11A2 CRABP2 CRYBG1 CTH CXXC1 CYB561 CYTL1 DAPK1 DCUN1D3 DNAJC11 DNMT1 ECSIT EFHC1 EIF1AD FAM193B FLI1 FLOT1 GLUL GNA11 HAUS8 HNF1B HOXD1 HPS3 HSD17B4 HTR5BP IFNB1 IFNGR1 IGDCC4 IKZF1 ING3 IRAK3 KEAP1 LCOR LGALS9 LGMN LIPE LPP LY6D LZTS1 MAGEB3 MAP1LC3A MCTP2 MCUB MED27 METTL8 MICALL2 MOSPD3 MRC2 MRS2 MS4A4A MTMR10 MVD MYO6 NFE2L2 NOS3 NRROS NSD3 NUDT11 OAS2 OGFOD2 OSBPL10 OSTF1 P2RX6 P2RY14 PACS1 PADI6 PANK3 PDE3B PDLIM1 PEX10 PEX19 PHYHD1 PIK3R1 PMFBP1 POLI PPM1J PPP1R3B PPP3CA PRF1 PRKD3 PRSS12 PSMC4 PUS7L PUSL1 RAB4A RARA RASIP1 RERE RNF20 RNF220 RPL12 RTN4RL1 SDC3 SEL1L2 SERPINB10 SFT2D1 SH3BGRL3 SIPA1L1 SIX6 SLC25A16 SLC30A7 SLC39A12 SLC39A3 SMTN SNED1 SNTA1 SORT1 SP2 STOM TCEAL5 THAP7 TK2 TMEM176B TMEM81 TMOD3 TMPRSS13 TMSB15A TNNT3 TRIM13 TRIM25 TRIM56 TSGA10 TSSC4 TTK TTL TUBGCP3 TXNRD1 UQCC1 UTP25 VIPR1 WARS2 WNT8A ZDHHC20 GSE37605_NOD_VS_C57BL6_IRES_GFP_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37605_NOD_VS_C57BL6_IRES_GFP_TREG_UP ABR ACSBG1 ADAM12 ADAM5 ADCY10 ADORA2A AGRP AKR1D1 ALDH5A1 ALPI ANKIB1 ANKRD6 ANTXR2 ANXA1 APBA1 APLP2 ARHGAP21 ASGR2 ATP2B1 AURKB AXIN2 B3GNT2 BAIAP3 BHLHE40 BMAL1 C1QA C1QB CADPS CCR6 CCZ1 CDKN1A CEP295NL CEP350 CGNL1 CHD7 CLDN11 CLDN6 CNGA2 CNTNAP1 CPNE7 CRTC3 CTSF CYSLTR1 DKKL1 DNAJC3 DPPA3 DPY19L3 DTNB DTX4 DUSP14 EFCAB12 EGR1 ELF4 ERMP1 ESYT3 FAM131A FAM170B FGR FKBP9 FRY FUT8 GPA33 GPR155 GPX3 GRN GUCA1A GUCY1A2 H2AC6 HABP4 HYAL6P IGF1 IGHM IL9R IPMK IQGAP1 IRF5 ITGA4 ITGB1 KCNA3 KIF26A KNTC1 KRTAP8-1 KSR1 LANCL3 LPAR6 LTBP4 LUC7L2 MFAP3L MFSD6L MIR103A1 MMP14 MMP25 MOSPD3 MYO1C NBAS NCKAP1 NCOA1 NCOR1 NDST1 NEBL NFATC3 NIBAN1 NOTCH4 NPAS1 NR3C1 NRP1 NSMF NUP210L NYNRIN PEAR1 PHLDA1 PHLPP2 PIK3C2A PLCD1 PLCXD3 PLEKHA5 PLEKHF2 PLK5 PMAIP1 POLA1 PRR13 PTH1R RAD54B RC3H2 RND3 RNF125 RNF216 RORC SCLY SEPTIN11 SLAIN2 SLC2A13 SLC2A8 SLK SNTB1 SOSTDC1 SPOCK2 SSH3 STARD10 STOM STX11 SUSD4 SYNJ1 TDRD9 TEP1 TIAM1 TKTL2 TLNRD1 TMEM176A TMPRSS13 TRAF3IP2 TSPAN2 TSPOAP1 UPP2 UXS1 WAC WWP1 XIST XYLT1 GSE37605_TREG_VS_TCONV_C57BL6_FOXP3_FUSION_GFP_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37605_TREG_VS_TCONV_C57BL6_FOXP3_FUSION_GFP_DN AARSD1 ACADSB ADAMDEC1 AKT1 ALCAM ALDOC ANKRD40 ANXA4 ARL10 ARMC7 ARPIN ATP6V0D2 B3GAT3 BHLHE40 BMPR1A C16orf54 C1QC C1orf21 C2orf88 CACNA2D3 CADM1 CAV2 CD6 CD68 CD81 CES2 CHIC1 CHST1 CLEC4G COA6 COQ3 CRISP1 CRMP1 CTSW CXCR3 CYB5R1 DHRS1 DHRS7 DPYSL2 EFCAB3 ENTPD1 ERG28 F11R FABP7 FAM78B FLT4 FNDC3B FPR1 FRG1 FRMD4B FXYD5 GCA GCSAM GFPT1 GFPT2 GGH GLB1 GLIPR2 GLRX GNAI3 GNAZ GPR160 GPR68 GSAP GSTM2 GUCY1A1 GUCY1B1 HLA-A HNMT HS6ST2 HSPA5 IDH1 IFNG IGF2R IGFBP4 IGSF6 IKZF2 IL13RA1 IMP3 ITGB2 ITPRIPL1 KDELR1 LANCL1 LCLAT1 LENG1 LHFPL6 LMO7 LONP2 LRRN3 MAN2B1 MCU MDM1 MED10 MIR568 MRI1 MRPS26 MS4A7 MSANTD4 MTAP MYD88 NADK NDFIP1 NIBAN1 NIPAL1 NOSTRIN NT5E NXT2 OSBPL3 PBX3 PFN2 PHACTR2 PIGT PINK1 PKIA PLEKHB2 PLS1 PLXNB2 POGLUT3 POLR1HASP POMGNT1 PRKACB PRLR PSMB8 QPCTL RAB21 RAB31 RABL2A RARG RASSF6 RBM7 RIT1 RNPEP RPL18 RPL3 S100A1 S1PR2 SDC1 SEC24A SEL1L SEMA4A SEPTIN10 SLAMF8 SLC22A15 SLC25A11 SLC3A2 SLPI SNTG1 SNX10 SOSTDC1 SPO11 SPON1 STAT4 STX11 STX12 SYT11 TBX21 TEDC1 THY1 TLCD3A TMBIM4 TMBIM6 TMED9 TMEM147 TMEM18 TOX TREML4 TSG101 TWSG1 UBASH3A UBD VSIG4 VSIR WARS1 ZBTB42 ZC3H14 ZDHHC2 ZFAND3 GSE37605_TREG_VS_TCONV_C57BL6_FOXP3_FUSION_GFP_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37605_TREG_VS_TCONV_C57BL6_FOXP3_FUSION_GFP_UP A1BG AHNAK ALDOC AQP4 ARL4C ASCL2 ATCAY ATP6V0D2 BAALC BASP1 BHLHA9 CACNA2D3 CALHM6 CCDC117 CCDC30 CCL22 CD33 CD52 CELF4 CENPS CES2 CLEC2D CMYA5 CNTN1 CRMP1 CRPPA CUBN CYGB DMBX1 DNAJC25 DNAJC28 DNAJC3 EPHA5 FABP7 FAM83C FANK1 FER1L4 FGF13 FRG1 FUBP1 FZD6 GALNT9 GJD3 GLIPR2 GOLGA8A GULOP HMGA2 HPSE HSP90B1 HSPA4 HTR6 IKZF2 IL21 IL25 INSM1 ITGB8 KCNA3 KCNK10 KCNMB4 KRT79 KRTAP11-1 LAMA3 LAMP3 LPP MAFA MANF MAPK12 MAPK13 MIR218-1 MPZ MREG N4BP1 NALF1 NANOS1 NEFH NPAS2 NPPA NR3C2 NT5E NTRK3 PAX8 PBLD PCBD1 PCLO PIM2 PLIN3 PLS1 PTN PYCR1 RAB42 RALBP1 RASSF6 RBM3 RBP7 REPIN1 RGS13 RGS7 RNF43 RPL7A S1PR2 SAMD7 SCIN SDCBP2 SEC22A SGK2 SLC22A13 SLC22A15 SLC27A3 SLC5A5 SLC7A11 SLCO4A1 SMPDL3B SNORD14E SNPH SOSTDC1 SPON1 STX11 SYT11 TAAR1 TBX21 TEX15 THOP1 TM4SF5 TNFSF14 TNP2 TRAPPC3L TRIM63 TSNAXIP1 TTN TUSC1 UBA5 UNC45B VSIG10L WDR17 ZBTB42 GSE37605_TREG_VS_TCONV_C57BL6_FOXP3_IRES_GFP_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37605_TREG_VS_TCONV_C57BL6_FOXP3_IRES_GFP_DN ABRAXAS2 ADA AGER AGXT AK2 AKAP8L ANKRD45 ARHGEF19 ATP5F1B ATP6V1F B3GALT4 BCKDHB BTRC CARS2 CASP8 CCDC28A CCS CD177 CD72 COX7A2L CRCP CTPS1 CTRL DGUOK DNAJC15 DPH5 DRG1 DTYMK ECE2 ECI2 ECSIT EEF1AKMT1 EEF1E1 EIF3H EIF3K EIF4E EMC8 ERCC8 EXOC1 EXPH5 EXTL2 FAP FIBP FOXN3 FUNDC1 GBA1 GLRX2 GOLPH3L GPANK1 GPX4 GSTK1 GTF2F1 HMG20A HMGN2 HOXC6 IDH3G IGBP1 IL2RA IMMP2L ING5 IRX5 KHK KRT2 KSR2 LMO7 LYAR MCEE MECR METTL6 MIR100 MRC1 MRPL49 MRPS17 N6AMT1 NDUFA10 NOP16 NRROS NSUN4 NT5C3B NUP35 NUP43 P2RY14 PDHX PEX12 PEX19 PHYHD1 PLAG1 PM20D1 PMPCA POLD4 PPA1 PRCP PRKAB2 PRPF31 PRPS1 PSMB1 PSME1 RAB2B RAB37 RANBP1 RASL10B RCN1 REXO2 RING1 RNF122 RPL11 RPL3 RPL35A RPL36 RPL38 RPL39 RPLP2 RPP40 RPS6KB2 RPS9 RSPH6A SCNN1G SDF4 SDHB SERPINI1 SLC25A27 SLC35A4 SNORD49B SSR2 SSR4 SUMO2 TADA3 THUMPD2 TIMM13 TMED4 TMEM147 TMEM175 TMEM212 TMEM81 TMEM9 TRIM13 TRIML1 TRUB1 TUBB2A UBE2A UBXN11 UQCC3 UROD USE1 UXT VPS4A WASHC3 WDR43 WDR70 WNT8A ZKSCAN5 GSE37605_TREG_VS_TCONV_C57BL6_FOXP3_IRES_GFP_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37605_TREG_VS_TCONV_C57BL6_FOXP3_IRES_GFP_UP ABCC12 ACSBG1 ACTN3 ADAM5 AK4 ANKAR ANKRD1 ASCL2 ATCAY ATP2B3 ATP8B3 C3orf84 CACNA1C CCKBR CDV3 CFAP100 CHGB CHMP6 CHRNA7 CHRNG CILP CLDN17 CRELD1 CRMP1 CRPPA CRYGS CRYM CSRNP3 DIPK1B DIXDC1 DNALI1 DPP10 DYDC2 EDAR ENO4 FAM78B FBP1 FOXE1 FOXF2 FOXI3 FOXN4 FTMT FZD5 GALE GAS8 GPR61 GRM4 HAND1 HAPLN3 HMG20B HMGA2 HOXD13 HSPA4 HTR6 IFFO2 IRX5 ISX KRT24 KRT33A KRT40 KRT72 KRTAP11-1 KY LAMA3 LINGO1 LRIT3 MAFA MAFF MAP3K21 MBOAT4 MFAP2 MMP7 MYO16 MYPN NALF1 NDST3 NEUROD1 NMS NPTX1 OOEP P2RX5 PAK4 PJVK PLG POMGNT2 PPP2R2C RABGAP1L RNASEH2C RSPO4 RUNDC3A RYR1 SDCBP2 SDR9C7 SIX1 SIX3 SLC16A8 SLC25A42 SLC2A6 SLC8A3 SPAG6 SPEN SPHKAP SPINK8 STK31 SULT6B1 SYT5 TAC4 TBATA TG TM4SF5 TMEM169 TMEM17 TMEM25 TMEM82 TRIM29 TRIM63 TRIOBP TSPOAP1 TSPYL5 UNC45B UNC5CL UTY VMO1 WIPF3 YBX2 ZKSCAN2 GSE37605_TREG_VS_TCONV_NOD_FOXP3_FUSION_GFP_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37605_TREG_VS_TCONV_NOD_FOXP3_FUSION_GFP_DN ABHD14A ADAMTS1 ADAMTS9 AKAP12 ALOX12 ANXA1 ARFIP1 ARPP19 ATF3 CACNA2D1 CASP2 CBX7 CCL2 CCNG2 CCR4 CCT5 CD93 CDADC1 CEP83 CFLAR CHMP1B CLEC9A CSNK1D CXCL1 CXCL2 CXCL5 DCAF7 DCP2 DCUN1D5 DLG2 DNAJC19 DR1 DYNLL1 EEF1A1 EEF1D EIF1B EIF4E EIF4G2 ELAC1 ENC1 EPRS1 ERO1A ETAA1 EXOSC3 F5 FBXO22 FBXO33 FERMT2 FHL1 FRS2 GADD45B GMCL1 GNG11 GPR141 GPR180 GRIA3 H2AC6 H2AC8 HIGD2A HNRNPU HOMER1 HOPX HS3ST3A1 ID3 IER3 IL12RB2 IL1RN IRAK4 ITGA2B JAM3 JDP2 KLRC1 KLRC2 KLRK1 LANCL1 LATS2 LONP2 MAN2B1 MAPKAPK3 MBNL2 MCL1 MICU2 MIR30B MPIG6B MRI1 MRPL15 MRPL42 MUCL1 NBEA NCBP2 NEPRO NFKBIZ NLRP3 NOMO1 NOP56 NR4A3 NXT1 PAIP2 PAM PANK3 PDE1A PDE5A PF4 PHLDA1 PIM2 PLCL1 PPP2R5D PRKD1 PROCR PTBP3 PTDSS1 PVR RAB27B RARB RBM7 RBPMS2 RDH14 RFC1 RHBDF2 RMI1 RMND5A RNF24 RNMT RO60 RP9 RPL3 RPRD1A RRAGA RRAGB RTN4 SAE1 SAMD3 SDC4 SDHC SELP SKIL SKP1 SLC25A25 SLC6A4 SMCR8 SNORD14E SNX18 SNX20 SNX7 SOWAHC SPTY2D1 STARD3NL STRIP1 STRN3 TCP11L1 TGFBRAP1 THBS1 TNFAIP6 TOB1 TOE1 TPD52 TPRKB TRMT10A TRPC6 TRPV4 TUBB1 TXNRD1 UBE2B UBFD1 VWF WDFY1 WDR75 WDR76 ZBTB33 GSE37605_TREG_VS_TCONV_NOD_FOXP3_FUSION_GFP_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE37605_TREG_VS_TCONV_NOD_FOXP3_FUSION_GFP_UP ACADL ACSM5 ADAMTS1 ADAMTS15 ADAMTS9 ADM ADORA2B AKAP12 APOLD1 ARL4D ASB16 ATF3 BIRC3 BMP2 BTG2 CCL2 CCL7 CCRL2 CD93 CDKL1 CEBPB CEBPD COL4A2 COL6A2 CRYGA CYTIP DUSP1 DUSP5 DUSP6 DUSP8 EDN1 EGR1 EGR2 EGR3 ERP27 FAM53B FANK1 FBXO9 FERMT2 FLVCR2 FOS FOSB FOSL2 FOXS1 FZD4 GABRD GADD45A GFAP GPR179 GRM8 GSTO2 GTPBP2 HBEGF HMGA1 HSPA1A ID3 IER2 IER3 IGF2-AS IL1A ISY1 ITGA5 ITPR1 JUN JUNB KCND1 KCNE4 KDM6B LMCD1 LRRC18 MACF1 MAFF MAS1 MFHAS1 MIR143 MIR145 MIR224 MIR455 MIRLET7B MSH5 MT1A MYMK NAT8B NOD2 NOX3 NPAS2 NPRL3 NR2E3 NR4A1 NR4A2 NR4A3 OASL OPN3 OPTC PEG10 PELO PHLDA1 PI15 PIAS2 PLK2 POLR2A PPM1E PPP1R15A PPP1R2 PRAMEF12 PTGS2 RBM24 RBM33 RCAN1 RGS1 RHBDL1 RND3 RPS27A SELE SEMA4C SEPTIN12 SERPINE1 SF3B1 SGK1 SLC16A8 SLC20A1 SLC24A4 SLC25A25 SLC25A33 SLC38A8 SMAD7 SNORA61 SNORA62 SNORA70 SNORA74A SNORD49B SNRNP35 SPRY1 SPRY2 SRCIN1 SYT12 TBX3 TERC TET3 TGFB1I1 TMED6 TNFAIP6 TNFSF18 TNPO2 TRIB1 UBE2R2 UPP2 UST WDR81 ZFP36 GSE38304_MYC_NEG_VS_POS_GC_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE38304_MYC_NEG_VS_POS_GC_BCELL_DN ABR ADIPOR2 ADORA2A AKNA ALAD ANGPTL2 ANXA1 ANXA2 AP1G2 AP3M2 APOBEC3B APOBR ARHGAP26 ARL6 ART3 ASNS B3GAT3 B3GNT2 B3GNT5 BAG3 BAIAP3 BCL2A1 BEX2 BOLA2 C15orf40 C19orf38 CAMK2N1 CAPN2 CCDC9 CCDC91 CCDC92 CCHCR1 CCL20 CD44 CDC25B CDK5RAP3 CEMIP2 CHAC2 CIBAR1 COBLL1 COQ3 CRCT1 CRMP1 CRYBG3 CTSW CYB5R4 CYSLTR2 DEAF1 DECR1 DHDH DMRTA1 DNAJC15 DSTN EEA1 EFHD2 EI24 EID2 ELAC1 ELL2 ELOA EMC10 EMP1 ENDOD1 ENPP1 FAM241B FLOT1 GALM GALNT9 GARIN3 GBE1 GBP4 GCNT1 GNA15 GNG2 GPM6B GPR155 GPR183 GPR34 GRN HIGD1C HOOK2 HOPX HSD11B1 ICOS ID2 IFITM10 IFNAR2 IFNG IFNGR1 IL12RB1 IL1R1 IL2RB ITGB1 KATNB1 KCNC2 LDAF1 LGALSL LIME1 LIN37 LITAF LPXN LRRC8D LYSMD2 MAF MAFG MAPRE2 MCOLN2 MED29 METTL7A MRPL54 MTHFS NAT10 NCALD NCF4 NDNF NDUFB7 NIBAN1 NMRK1 NRARP NUCB1 NUDT22 ORAI3 OSTF1 PARP16 PCGF2 PDE2A PIM1 PKP4 PLSCR1 POGK POGLUT2 POLD3 POLR2E POLR2K POU6F1 PPP1R14A PPP3CC PRDX2 PRKAR2A PRNP PRR13 PTGER2 PTTG1 RAB20 RAB39B RECK REPIN1 RHOC RILPL2 RINL RNF125 RNF157 RNH1 RPA2 RUNX2 SCAMP3 SCPEP1 SEC61B SEMA4F SERPINB1 SHLD1 SIL1 SLAMF7 SLC2A8 SLIRP SMPDL3B SNTB2 SORL1 ST14 ST3GAL6 ST6GALNAC4 STIMATE STX11 SURF1 SYTL3 TBC1D1 TBKBP1 THTPA TJP2 TJP3 TLR3 TMEM109 TMOD3 TPI1 TPST2 TRAF1 TRAF5 TREML4 TRMT112 TTC39C VAMP5 VKORC1 WDFY2 YBX3 YWHAQ ZBTB42 ZCCHC3 ZDHHC2 ZNF239 ZSWIM5 GSE38304_MYC_NEG_VS_POS_GC_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE38304_MYC_NEG_VS_POS_GC_BCELL_UP ACVRL1 ADCY6 ADGRL1 ALMS1 ALS2CL AMIGO2 AMPD1 ANKRD13B ANKRD50 ARHGAP29 ARID3B ARL5B ART4 ATP11B ATP8A1 BACH2 BAZ2B BBS9 BCL9 BEND5 BIRC3 BRDT BRWD1 CA2 CABYR CAMK4 CARD6 CCNG2 CCR9 CD163 CD2AP CD3G CD46 CDKN2C CDKN2D CENPJ CERS6 CERT1 CHD3 CHDH CHST15 CLEC16A CNN3 CREB1 CSPP1 CTNNBL1 DAPK1 DAPL1 DHX40 DIP2C DNTT DYRK2 ECM1 EEF2K EGR2 EGR3 EMID1 EPHX1 ETS2 FOXO3 FRMD6 GALNT6 GATA1 GBP7 GDPD3 GGT1 GSE1 GTF2IRD1 GYPC GZMA H2BC13 H3C14 HECTD2 HSDL1 ID3 IFIT3 IFNAR1 IFNGR2 IFT25 IFT80 IGFBP4 IGSF23 IL17RB IL2RA IL4R IL6ST INPP4A IRF7 ITGB3 ITM2A KCNMB4 KIAA0040 KIF23 KMT2D LATS1 LDHAL6B LRRC1 LRRC42 LYNX1 LZTFL1 MAGI3 MAP4K3 MARCKS MARCKSL1 MBTD1 MED13 MEF2A MRGBP MTSS1 MYL4 MYO10 MYO6 N4BP2 NAB2 NDRG1 NFRKB NPC1 NR3C1 NR4A3 PACSIN1 PAK1 PARD6G PDE4B PDLIM4 PDZD4 PGGT1B PHF14 PIK3C2A PLEK2 PLSCR3 PLXND1 PMEPA1 PPP1R3B PPP1R3F PTCH1 PTGIR PTP4A3 R3HDM1 RAB3IP RALGPS2 RAMP1 RASGRF2 RASL11B RBM38 RFTN1 RNF130 RNF167 RTF1 S100PBP SALL2 SELENOP SETX SGK3 SH3PXD2A SHE SIAH1 SLC16A10 SLFN5 SMARCA2 SMC4 SMC6 SORCS2 SQOR SSBP2 SSH2 ST3GAL5 ST8SIA1 STAG2 STMN1 STT3B SUOX SUV39H1 TBCEL TBL1X TET1 TIMP2 TMCC3 TMEM108 TMIE TMIGD1 TNIK TNS1 TOP2B TPCN2 TRIB2 TRIM56 TRIM59 TSPAN32 TTC3 TUBB2B VANGL2 ZBTB34 ZBTB37 ZCCHC12 ZCCHC24 ZDHHC14 ZDHHC17 ZFYVE21 ZNF22 ZNF281 GSE38681_WT_VS_LYL1_KO_LYMPHOID_PRIMED_MULTIPOTENT_PROGENITOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE38681_WT_VS_LYL1_KO_LYMPHOID_PRIMED_MULTIPOTENT_PROGENITOR_DN ACSL4 ADAM22 AGFG1 AIDA ANKFY1 APOBEC3B ARF4 ARF6 ARG1 ARID5A ARL6IP1 ASB13 ATAD1 BATF BIRC3 BLTP2 C19orf12 CAMK2D CASP8 CCR5 CCRL2 CD274 CD82 CHMP5 CHRNB1 CISH CLIC4 CMPK2 CMTM6 CMTR1 CNP CUEDC1 CXCL10 DAXX DDX24 DHX58 DNAJC13 EEIG1 ELOVL6 ETNK1 EZH2 FAM111A FAS FASLG FNBP4 GADD45G GBP2 GBP4 GBP6 GBP7 GCH1 GEM GHITM GNRHR GPR146 GPR155 GPR65 GPR83 GRINA GZMA GZMB HELZ2 HLA-E HLA-G HSPA5 IFI27L2 IFI35 IFIH1 IFIT1B IFIT2 IFIT3 IFNG IL10RA IL18R1 IL2RA ILRUN INSL6 IPO7 IRF1 IRF2 IRF4 IRF7 IRF9 IRGM ISG15 ISG20 JPH2 KAT6A KCNQ1 KPNA1 KRT31 LGALS3BP LGALS8 LGALS9B LIMA1 LMO4 LYSMD2 MAG MAP3K8 MCL1 METRNL MITD1 MORC3 MOV10 MX1 MX2 MYD88 NABP1 NAMPT NBN NFE2L2 NFKBIZ NOC4L NUDT4 NUP153 OAS1 OAS2 OASL OGFR PARP12 PARP14 PARP9 PDCD10 PDZK1 PELI1 PHIP PIGA PIK3C2A PIM2 PLEKHO1 PML PNPLA2 PNPT1 PPA1 PSMB9 PTPRE PUS10 RBL1 RBM43 RFC3 RGS1 RIPK1 RNF114 RNF19A RNF19B ROS1 RSAD2 RTP4 SAMHD1 SCARB2 SFT2D2 SGK3 SH3BGRL2 SLC16A1 SLC25A22 SLC25A28 SLFN12L SLFN13 SOCS1 SOCS3 SRSF7 ST3GAL6 STAT1 STAT2 STAT3 STAU1 STK19 SYNE2 TAP1 TAPBP TASOR2 TBRG1 TDRD7 TLR3 TMEM140 TMEM184B TNFSF10 TOR1AIP1 TOR1AIP2 TOR3A TRAFD1 TRIM21 TRIM25 TRIM26 TRIM34 TRMT10A TXNRD1 UIMC1 USP18 USP25 VMP1 VPS54 WDHD1 WIPF1 ZBP1 ZFYVE26 ZNF281 ZNF654 ZNFX1 ZUP1 GSE38681_WT_VS_LYL1_KO_LYMPHOID_PRIMED_MULTIPOTENT_PROGENITOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE38681_WT_VS_LYL1_KO_LYMPHOID_PRIMED_MULTIPOTENT_PROGENITOR_UP A4GALT ABCF1 ABL1 ACADM ADRM1 ALDH8A1 ALKBH4 AMPH ANAPC7 ASB6 ASGR2 ATG101 AXIN1 AXIN2 B3GALT4 BAP1 BET1L BEX3 BGN BHLHA15 BNIP3L BUD31 C15orf39 C19orf53 C1orf35 C1orf43 CCR7 CD27 CD2BP2 CDC42SE1 CDCA4 CDH10 CDK5RAP1 CDPF1 CELA2A CHPF CHRNA4 CIAO1 CIDEA CNPPD1 COMMD9 CRY2 CTDSP2 CYB561D2 CYP2A6 DAG1 DAZAP2 DPF3 DPH5 EIF1B EIF2B2 EMD EPYC FAM104A FAM167B FBXO32 FLCN FNDC10 FRAT2 FZR1 GABRR1 GDE1 GJB5 GOT2 GSTZ1 GTF3A GTPBP1 H1-2 HARS2 HAUS3 HDAC5 HIKESHI HMGB2 HRAS IER5L IGFBPL1 IL16 IL21R IMP3 ING1 INSL5 ISCU ISY1 KLF3 LCE1A LFNG LRRC59 MAEA MAGEE1 MAP3K14 MAPK8IP1 MED22 MEN1 MEPCE MOGS MTG2 MXD4 MYB NAA38 NAB2 NKX2-3 NMNAT1 NOLC1 NOPCHAP1 NPRL2 OGFOD2 PIAS4 PIGO PIP4K2C PIP5K1C PJA1 PLA2G2A PLEKHB2 POLG2 PPM1G PRPF3 PRX PSMB5 PSMC4 PTBP1 PTGR3 PTX3 PURB PYCR2 RAB11B RAB40C RAMP3 RANBP3 RFLNB RGS2 RMND5B RP9 RPP25L RPRD2 SAC3D1 SAP18 SEC24C SELENOK SIGMAR1 SLC1A1 SLC25A3 SLC30A5 SLC35B4 SLC3A2 SMAD7 SMARCAL1 SMIM7 SMPD5 SNX17 SOX4 SPHK2 SPOCK2 SPSB3 SRPRA STX1A SUPT4H1 TAF5L TARBP2 TBC1D10B TENM4 TFIP11 THAP4 THOC3 TIMM29 TIMM8B TMEM115 TMEM186 TMEM203 TMEM208 TMEM223 TMEM37 TMEM38A TMEM60 TNIP1 TNNT2 TOR2A TOR4A TPRG1L TRAPPC4 TRIT1 TUBB2A UBALD1 UCK2 UQCRC2 UQCRFS1 VCP VDAC2 VPS18 VPS37B WDR45 XRCC2 YAP1 YPEL3 ZFP36L2 ZMYM1 ZNF574 ZNF688 ZNF707 ZRSR2 GSE38696_LIGHT_ZONE_VS_DARK_ZONE_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE38696_LIGHT_ZONE_VS_DARK_ZONE_BCELL_DN A3GALT2 ACCS ALDH1A1 ALOX12B AP3D1 ATP6V1B1 B3GNT9 BCDIN3D BEND3 BHLHE40 BLNK CACNA1B CACNA1C CAPNS1 CCDC80 CCL22 CD24 CD68 CD80 CDKN3 CERS2 CIDEB CIITA CLDN15 CLPS COX10 COX8BP CRYGA CRYGS CSMD3 CTXN1 CYP24A1 DEGS2 DENND4A DHRS1 DIPK1B DKK2 DMXL2 DOT1L DST EIF1AD EIF3L ELL EMD ENPEP ESPN FA2H FAM124B FAM135A FAM72A FRMD4B GAD2 GP2 GPR108 GRM5 GSTCD H19 H2BC4 HCRT HDHD3 HNF1A HS3ST1 HSD17B1 HSD17B7 INSYN2A JMJD6 KCNN3 KIF7 KLF12 KRTAP6-1 LGALS12 LRRC46 MBNL3 MED15 MED25 MIR503 MST1R MUC4 MYD88 NANOS1 NAPSA NCAPD3 NDRG1 NECTIN2 NGLY1 NPR2 NRP2 OBSCN OPN1SW PABIR1 PAPPA PCDH11X PIEZO1 PIGZ PLA2R1 PLD4 PLK3 PPP2R1A PROM2 PSMD14 PTGIS PTP4A3 RBFOX2 RBM27 RHBDF2 RPS6KB2 RRH S1PR3 SEMA7A SEPTIN10 SERPINE2 SF3B4 SHC3 SIAH3 SLC17A4 SLC1A2 SLC25A10 SLC41A3 SLC4A4 SORD SPAG4 SPHK1 SPIRE2 SPRED2 SSBP4 STIP1 STXBP6 SULT1E1 TEX101 TIFA TMEM53 TMEM61 TREX1 TRH TRIB1 UNK WNK1 YARS2 ZMIZ2 GSE38696_LIGHT_ZONE_VS_DARK_ZONE_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE38696_LIGHT_ZONE_VS_DARK_ZONE_BCELL_UP ACAD10 ACADSB ADAM10 ADGRE4P ALDH4A1 ALG10B ALS2CL ANAPC4 ARHGAP15 ARHGEF12 ARHGEF18 ARHGEF2 ATM ATP8B4 ATP9B AUH AZI2 BCKDHA BLCAP BTAF1 C1GALT1C1 C1orf43 C5orf34 C6orf47 CCDC117 CCNQP1 CDC73 CELF2 CEP95 CEP97 CERT1 CHD2 CHD3 CHID1 CHM CHMP5 CLPX CNOT6L CNST COMMD8 CSTF2T CTSD CTSO CUL5 DDX17 DDX47 DENND11 DENND4C DGKD DHX15 DHX36 DHX8 DIDO1 E2F6 EDEM3 EEF2 EHMT1 EIF4A2 ERCC5 FAM174B FBXL20 FMR1 FOXL1 FRMD8 GALNT1 GLOD4 GMCL1 GNPAT GRK5 GSTO1 HDAC2 HDAC8 HERC2 HLTF HMG20A HPS5 HS1BP3 IKBKG IMPA1 IMPDH2 INPP4B IRF2BPL ITCH JKAMP KIF21B KLHL24 KLHL6 KLHL7 LIAS LUC7L3 MACF1 MADD MAP3K2 MAP4K4 MARF1 MIR676 MLLT3 MOB3B MON1A MPP7 MTIF2 MYB MYCBP2 NCL NEK9 NFYB NISCH NOD1 NOL7 OTULINL PAIP2 PARP14 PBXIP1 PCMTD2 PDK1 PEX2 PGM2L1 PIP4K2A PITPNC1 POLL PPP3CA PPWD1 PRKCQ PRKD2 PSMD6 PSME4 PVR RAB23 RAPGEF6 RASA3 RIF1 RIOK1 RNF145 RNF166 RNGTT RPL10L RPL31 RSBN1L SAMD8 SBNO1 SCML4 SDCCAG8 SEC16A SESN3 SF3B1 SLC12A7 SNORD22 SNORD35A SPAST SPTY2D1 SRP19 SS18L1 ST8SIA1 STAG1 STAT1 STK38 STX17 SUSD6 SYNE1 TANC1 TBC1D8B TELO2 TENT5C THOC2 TIA1 TLK2 TMEM135 TMEM18 TMTC4 TPCN2 TRMT11 TUSC3 TXNDC9 UBR5 USP16 USP8 UTP11 UTRN VAV1 VPS13D XIAP ZCCHC7 ZDHHC17 ZFP3 GSE38697_LIGHT_ZONE_VS_DARK_ZONE_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE38697_LIGHT_ZONE_VS_DARK_ZONE_BCELL_DN ADAM22 AGAP3 ALDH1A1 ALDOB ALK ALPK2 AMER2 ANK1 ARID5B ATP6V1C2 B3GNT7 B3GNT9 BOC BPIFC C1QTNF2 CALB1 CBFA2T3 CCN1 CD300C CDK20 CDRT4 CES2 CHRNA5 CLDN18 CLSTN2 CNTN3 COL4A2 COLEC11 COLGALT2 CSNK1D CSRNP3 CXXC4 CYP24A1 DAO DIPK1B DKK2 DLX6 DMC1 DMKN DNALI1 DPH3P1 DYDC2 FADS3 FAM167A FAM43A FHDC1 FLACC1 FZD6 GALNT14 GLG1 GP2 GRIK1 HNF1A HOXA11 HOXB9 IGSF9 IL31 IQCF1 IQCF3 ITIH3 KRT17 LCN12 LIPT2 LORICRIN LOXL4 LPAR3 LPCAT1 LRGUK LRRIQ3 MAGIX MEPE MGAT3 MIR138-2 MIR141 MIR194-1 MIR26B MIR300 MIR346 MIR615 MMD2 MS4A14 MST1R MYMK NAT8B NAT9 NEGR1 NEK9 NFIB NMRK2 NOX4 NPY NR3C2 NRK OBP2B OSCAR OVOL1 OXT PAPPA PDPN PIGR PIH1D2 PKP3 PLA2G10 PLA2G1B PRR15 PRR16 RAB15 REEP1 RHOV RPS6KL1 SDSL SEL1L3 SH3BP5 SLC16A9 SLC35F3 SLC35G1 SLC7A13 SMOC1 SNORA3A SPAG17 SPHK1 SULT1E1 TENM2 TIGD4 TNFRSF11B TRHDE TSGA10IP UPP2 WNT1 WNT16 GSE38697_LIGHT_ZONE_VS_DARK_ZONE_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE38697_LIGHT_ZONE_VS_DARK_ZONE_BCELL_UP ABHD12B ABRA ACTR10 AGA AGXT AIM2 ALG13 ANAPC10 AP1S2 AP1S3 AP3S1 APBB1IP APEX2 ARHGAP27 ARHGEF2 ASNSD1 ATP8B4 ATXN1 AUH B3GNT2 BCL10 BTD BYSL C1D CALHM2 CARHSP1 CATSPER2 CCDC116 CCDC141 CCDC163 CCDC38 CD200R1 CD226 CD24 CD48 CD69 CD80 CDKL5 CEACAM1 CEP83 CEP85 COX16 COX17 CR1L CTDSPL2 CYB5R1 DAPK2 DDHD2 DHRS7 DHX33 DNAJB9 DPY19L1 DST DYNC1I2 E2F5 EGR2 EIF4G2 ENOX2 ENTR1 FAM234A FAR1 FASTK FOCAD FUNDC1 GALNT12 GAMT GDAP2 GNG2 GPR15 GSAP GSK3B GSTO1 GTF2E2 H2BC4 H3-3B HEG1 IFI16 IPPK KLF13 KLHDC3 KLHL2 LIAS LIN9 LPP LRRC27 LRWD1 LXN LZTFL1 MAGI3 MED15 MED6 MFSD14A MGP MOB1B MPHOSPH10 MPRIP MRPL45 MRPS15 MRPS31 MRPS36 MTFR1 NAA35 NDST3 NFATC1 NFIX NKAP NMNAT1 NPAT NSMAF NUBPL NUDT2 NUSAP1 OCRL OSGIN2 PAXBP1 PHKB PKN1 PKNOX1 PMPCB POLR2I PON2 PPP2R2A PSMG2 PTCH1 RAB10 RABGAP1L RAD9B RBM27 RCOR3 RIOK1 RIPK1 RNPEPL1 RPP14 RSPH9 RTTN SCLT1 SDCCAG8 SEC16A SELENOK SEPTIN8 SGMS1 SLAMF6 SLC25A21 SLC25A46 SLC35A3 SLC37A3 SOCS6 SPATS1 SRSF6 ST8SIA4 STAMBP STK39 TAB2 TBC1D5 TBC1D8B TBCCD1 TEC TELO2 TFPI THY1 TIAL1 TLR1 TMEM154 TMEM184C TOX4 TRMT11 TSNAX TWF2 UBASH3B VPS45 WHAMM ZC3H8 ZDHHC15 ZSCAN12 GSE39022_LN_VS_SPLEEN_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE39022_LN_VS_SPLEEN_DC_DN ACVR2A ADAMTSL4 ADO ALDH2 ALKBH1 ANKRD44 ARHGEF7 ARID1B ARRB1 ATP23 BAG3 BAHD1 BCLAF1 BDH1 BFAR BMPR2 C19orf12 C1QBP C2orf68 C8orf82 CABCOCO1 CAMK1D CCAR1 CCDC24 CCDC86 CCR6 CD247 CD3D CD84 CDIPT CDS2 CEPT1 CITED2 COQ9 CPM CPSF1 CTBP2 CTPS2 D2HGDH DANCR DCAF1 DDX19B DGKA DGKQ DSTYK EARS2 ECHDC1 EHD3 ELOVL5 ERBB3 ESYT2 FAM118A FAM120C FBXO31 FTL GALNT11 GCLM GLB1 GLRX5 GNL1 GPATCH4 GPD1L HEATR1 HEATR3 HIVEP2 HLCS HMG20A HSDL1 IFNAR1 IGF2R IGFBP4 IL10RA IL9R INTS13 IQCB1 IZUMO4 JARID2 JMJD8 KIDINS220 KLF13 KLHL9 KMT2C KMT2E KRTCAP3 LAG3 LDB1 LIMS4 LRRC42 LTV1 LUC7L3 LYSMD2 MAGED2 MAP1S MAP6 MAPK14 MBP MCCC1 MCEE MCRIP2 MDN1 MIGA1 MOB3B MORC2 MRPL23 MRPS6 MTFR1L MTLN MXD4 NARS2 NDRG3 NFE2L2 NINJ1 NISCH NKRF NOL12 NOL8 NOLC1 NOP10 NOP56 NPEPPS NSFL1C NSUN5 NXPE3 OSGIN1 PARN PATZ1 PCED1B PDSS2 PHTF2 PIGP PITRM1 PNPLA7 POLR1E PRNP PUS1 RABGAP1L RAD51D RAF1 RASGEF1C RBMX RETREG1 RGN RHOH RIDA RNF216 RNMT RPL13 RPL22L1 RPUSD4 RREB1 RSL24D1 S100PBP SARAF SCCPDH SERPINB1 SERTAD2 SHISA5 SKP1 SLC17A9 SLC7A1 SLC9B2 SLFN12L SMC4 SMG1 SNORD89 SNX13 SNX4 SOCS2 STX1A TANC2 TBC1D1 TDRP TEC THADA TOP2B TPD52L2 TRIM59 TRMT10B TUFM TXNRD3 USP27X USP6NL UTP25 UTRN VEZF1 WDR6 WDR91 WIPF2 XPO4 XRCC5 ZBED5 ZMYM2 ZNF281 ZNF438 ZNF566 ZNF608 ZNF764 ZNRD2 GSE39022_LN_VS_SPLEEN_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE39022_LN_VS_SPLEEN_DC_UP ACSL5 ACTG1 ADCY5 AEBP2 AGPAT4 AIFM2 AKIP1 ALOX12B ANGPT1 AP2M1 AP4M1 APOL6 ARL13A ASPDH ATAD5 ATF5 ATP13A2 AUNIP B4GALT5 C2CD4C CCDC12 CCNF CCNYL1 CCP110 CD22 CDK6 CDV3 CELA1 CHAF1B CHEK1 CHMP4B CISD1 CLEC12B CMPK2 CNIH2 COL1A2 COX17 CRIPT CSF1 CWC15 CYB561D2 DBF4 DENND4C DPAGT1 DUBR EDARADD EHD1 EIF4EBP1 ELOF1 ESYT1 EXO1 FAM216A FAM241B FANCM FEN1 FEZ2 FKBP14 FLOT1 FNIP2 FOSL2 FSTL4 GAPDH GAS2L3 GFAP GINS1 GPR160 GSC HAUS1 HNRNPUL1 HPN HPRT1 HS6ST2 HSCB IDI1 IFI30 IFT22 IGHG1 IGSF9B IL17RB IL18RAP IL36A IL4 IQGAP1 ISY1 KCNK6 KIF23 KNDC1 KPNA2 KRTAP20-2 LGALS8 LHFPL6 LHX2 LRRC59 MACIR MANF MARCO MBD2 MCM5 MEIS1 MFGE8 MID1IP1 MIR22HG MIS18A MKX MNS1 MUTYH MXD1 NALCN NCOA7 NELFCD NEURL1B NFATC2 NFIC NIBAN2 NMI NMNAT2 NPTX1 NRIP3 NUDT21 NUP155 NUP37 ORC1 OSBPL3 PADI2 PALB2 PANX1 PAQR4 PDCD6 PDIK1L PGAM1 PGGHG PHGDH PLIN3 PLXND1 PNP POLD1 POLD2 PRDM1 PRDM4 PRR11 PRRC1 PSMA2 PTPN13 PTPN18 PWWP2B RAD18 RAPGEF2 RAPGEF3 RBL2 RELB RIOK1 RNASE10 RUNX3 SAMD1 SATB1 SCIN SDK1 SELENOS SEMA4A SFT2D3 SLC22A8 SLC35F5 SLC38A10 SLC43A3 SLC7A10 SORD SPP1 SPRYD3 ST14 SUV39H1 TACC1 TBC1D2 TBCD TGFB3 TICRR TIPIN TIRAP TLR6 TMBIM4 TMED8 TMEM30A TMEM40 TMEM50B TPI1 TPSB2 TSGA10 TTF2 TUBA4A TXNDC5 TXNL1 UAP1 UBE2S UBL3 UBXN8 UPP1 VIM WEE1 ZBTB38 ZIK1 GSE39110_DAY3_VS_DAY6_POST_IMMUNIZATION_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE39110_DAY3_VS_DAY6_POST_IMMUNIZATION_CD8_TCELL_DN ADAM19 AHCY AKAP6 AKR1B15 ALAD ALDH7A1 ALG6 ANLN AP3B1 ARHGAP19 ARPC1A ASPM ATMIN ATP5IF1 AURKA BIRC5 BLMH BUB1 C12orf75 CA13 CACNA1D CCDC18 CCNA2 CCNB2 CCNE1 CCNF CDC20 CDC25C CDC6 CDCA5 CDK1 CDKN1A CDKN2C CEBPA CENPE CENPF CENPI CEP55 CERCAM CFAP91 CHEK1 CIT CKAP2 CKS1B CLSPN CNIH4 COQ8A COX7A2 CTLA4 CXCR5 CYP11A1 DDIAS DEPDC1B DGKG DHFR DNA2 DNASE1L3 DPAGT1 DTL DUSP14 DYNLT5 E2F3 E2F7 E2F8 EGR2 EHD4 ERMN ESCO2 ESD ESM1 EXO1 FABP5 FAH FAM72A FAM81A FANCD2 FBXO44 FEN1 FIGNL1 FOXM1 GEN1 GMNN GMPS GSTM5 GZMA GZMB H2BC5 HHEX HIVEP3 IFI44 IFT43 IKZF3 IL1R2 IL1RL1 IL21 IL22 IL4 INTS13 IRAG2 ISG20 KIF11 KIF18B KIF20A KIF22 KIF2C KIF4A KPNA2 LAG3 LGALS1 LGALS3 LIG1 LRR1 LRRC42 LSM6 LUZP1 MCM10 MELK MFSD2A MMS22L MND1 MVB12A MX1 MX2 MYBL2 MYL4 MYO1C NACC1 NATD1 NDRG1 NDUFAF2 NEK2 NEURL1B NPNT NUDT4 NUF2 NUSAP1 PAICS PARPBP PBK PCLAF PDCD1LG2 PERP PKN3 PLAC8 PLEKHO1 PLK1 PLOD2 PLP2 PLXDC1 PLXDC2 PNPO POC1A POU2F2 PPP1R14C PRELID3B PRR11 PSMD12 PTGR1 PXMP2 RACGAP1 RAD51AP1 RBM44 RECQL4 RPS27L SAP30 SCCPDH SGO1 SHCBP1 SKA1 SKA3 SLBP SLC66A3 SNRPA SPATS2 SPC24 SPC25 SPOCK2 STIL STMN1 TARS3 TG TICRR TKFC TNS1 TOP2A TPI1 TPX2 TRAM2 TRIP13 TTK TUBG1 UBE2C UHRF1 WARS1 XIAP XYLB YBX3 ZBTB32 ZEB2 ZFPM1 GSE39110_DAY3_VS_DAY6_POST_IMMUNIZATION_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE39110_DAY3_VS_DAY6_POST_IMMUNIZATION_CD8_TCELL_UP ABI3 ABTB3 ACADSB ACAT1 ACP5 ACSS1 ADI1 ALG1 ALOX12B AMIGO2 AP3M2 ARHGAP5 ARID4B ARL4C ATXN2 ATXN7L3B AUH B4GALT1 BBS2 BCL2 BTG1 BTG2 C22orf39 C8orf82 CAMSAP2 CARD6 CCL22 CCND2 CD7 CDKN1B CDKN2A CEBPZ CHD3 CLRN3 CPA2 CRIM1 CTNS CYLD DBNDD2 DDX18 DDX5 DIPK1A DMRTA1 DNAJB2 DNAJC28 DYM EDARADD EIF4A2 EIF5 ENTREP3 ETFBKMT EVL EYA2 FAM114A1 FAM161A FBXO17 FILIP1L FKBP3 FOXP1 GALNT10 GDI1 GID4 GJD4 GPR183 GPR68 GZMM HEXA HINT2 HRH4 HSD17B11 HSPA9 HVCN1 IER3 IER5 IFIT1 IFRD2 IGSF9B IL7R IMPACT IQGAP2 ITGB3 KCNJ8 KCTD2 KIAA0930 KLF2 KLHL6 KLK8 KLRD1 KLRK1 L3MBTL3 LAT LATS2 LDLRAP1 LTO1 LYPD6B MAPK11 MARVELD1 MAU2 MCCC2 MMP23B MPHOSPH10 MPND MPPE1 MYBBP1A MZF1 NHSL2 NME2 NMNAT3 NOP10 NR1D2 NSG2 NT5E OTUD1 PADI2 PARP16 PARP8 PCMTD1 PCTP PDCD4 PDK1 PHF21A PIK3IP1 PILRB PKP4 PLEKHM3 PNPLA7 POU6F1 PRMT2 PRMT3 PRSS12 QPCT RAB37 RABAC1 RASGRP1 RBCK1 RFLNB RGS10 RGS2 RMDN1 RPL12 RPL14 RPL17 RPL19 RPL37A RPL38 RPS11 RPS15A RPS16 RPS5 RPS7 RRM2B RRP12 SAYSD1 SELENOP SEMA4F SERINC4 SH2B3 SH2D4B SLC31A2 SLC9A8 SLC9A9 SLFN5 SNHG17 SNHG7 SNORC SORL1 SPEF2 SPTSSA ST3GAL6 STX4 SUCO TAGAP TBC1D4 TCF7 TDRP TECPR1 TENT5A TENT5C TLR1 TMEM63A TNFSF14 TRAF1 TRMT112 TXNIP UBN2 UQCC5 UTP20 UTP25 VIPR1 VKORC1 VPS28 WASL WDR11 WWP1 ZER1 ZFP36L2 ZFR2 ZHX2 ZNF878 ZSCAN26 GSE39110_DAY3_VS_DAY6_POST_IMMUNIZATION_CD8_TCELL_WITH_IL2_TREATMENT_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE39110_DAY3_VS_DAY6_POST_IMMUNIZATION_CD8_TCELL_WITH_IL2_TREATMENT_DN ABHD14A ACOT2 ACVR1B ALKBH1 ALS2CL AMPD3 APP ARHGAP15 ARL13B ARL4C ARMC7 ATG12 ATN1 ATP10D B4GALT1 BMP1 BTG2 CACNA2D4 CAMK2N1 CARD6 CBX7 CCDC85B CCR7 CD2AP CDR2 CHIC1 CLCF1 CLYBL CNTFR CREB3 CREBL2 CRY1 CRYBG3 CWF19L1 CYP2S1 CYP4V2 CYTH3 DDX5 DIPK1A DMRTA1 DNAJB14 DNAJB2 DNAJC15 DNAJC28 DTX4 EARS2 EEF1B2 EEF1G EID2 EPAS1 EXOSC1 EYA2 FAM114A2 FAM120B FAM219B FEZ2 FNDC10 FOXO3 FOXP1 GAB3 GBE1 GLIPR1 GPR65 GTPBP6 HSD11B1 HSD17B11 HSDL1 ICOSLG ID2 IER3 IFT140 IL27RA IL4R IL7R IMPACT IRF1 JMJD1C JMY KBTBD2 KCTD6 KIAA0930 KIDINS220 KLF2 KLF6 KLHL8 LAIR1 LDLR LETM2 LFNG LIG3 LRATD2 LYPD6B LYSMD2 LYST MAP2K6 MAP3K3 MAP4K3 MARVELD1 MAST3 MBP MGAT4A MPND MTURN MYBBP1A MYO9A NDNF NDUFA5 NEDD4L NMNAT2 OGFOD3 PADI2 PAG1 PARP16 PAXX PBLD PCMTD1 PDE8A PFKFB2 PHC3 PHF21A PIK3IP1 PIK3R5 PLEKHM2 POLR2E PPM1K PPRC1 PROS1 PRPF6 PRSS12 PTCD3 PTPRK PUM3 PXYLP1 QPCT RAB20 RARG RESF1 REXO1 RHOBTB2 RIOX1 RNF141 RNF167 RO60 RPF2 RPL3 RPL5 RPS11 RPS15A RPS3A RPS4X SCML4 SEMA4F SERINC1 SERINC4 SERPINA5 SETD6 SGF29 SGK1 SGMS1 SHPK SMARCA2 SNAI3 SNHG17 SPDEF SSBP2 SSC5D ST3GAL6 ST8SIA4 ST8SIA6 STK38 SUCO TAB2 TBXA2R TCP11L2 TENT5A TLE1 TMEM109 TMEM209 TMEM71 TRIM44 TRMT10C TRMT13 TRMT9B TSC22D3 TXNIP UBQLN2 UNC5CL UST UTP20 VCL WDR43 ZBTB4 ZC3H6 ZC3H8 ZHX2 ZNF606 ZNF652 ZNF764 ZSWIM5 GSE39110_DAY3_VS_DAY6_POST_IMMUNIZATION_CD8_TCELL_WITH_IL2_TREATMENT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE39110_DAY3_VS_DAY6_POST_IMMUNIZATION_CD8_TCELL_WITH_IL2_TREATMENT_UP ABCD1 ACADL ACOT4 ADAM19 ADAR AGPAT3 AHCY ALMS1 ANKRD13B ANLN ANP32E ARHGAP11A ARPC1A ASF1B AURKA BCL2A1 BEND4 BLMH BRI3BP BRIP1 BUB1B C12orf75 C4orf46 CAMK4 CAPG CASP3 CCDC18 CCNA2 CCR5 CD80 CD83 CDC45 CDC6 CDK1 CDKN1A CENPH CEP43 CHAF1B CHEK1 CHIA COMT COX6B1 CTLA4 CTSZ CYBB CYP11A1 DAB2IP DCTN2 DDX28 DEPDC1B DERA DIAPH3 DNA2 DNAJC1 DSP DTL DTNBP1 DUT DYNC2LI1 EHD4 EIF1AX EXO1 FANCD2 FARSB FBLN1 FBXO5 FHL2 FKBP5 GBP7 GDI2 GET3 GP6 GZMA GZMK HAP1 HDAC3 HIF3A HK2 HMGCR IKZF3 IL1R2 IRAG2 ISG15 KIF11 KLC3 LACC1 LAMC1 LDHA LGALS1 LGALS3 LGALS3BP LIN37 LPP MAD2L1 MAF MARCKS MED7 MELK MEMO1 MIS18BP1 MLKL MLX MND1 MRPL18 MSTO1 MVB12A MXD3 MYL4 NCAPD2 NCAPG2 NDC1 NDC80 NDRG1 NDUFB7 NEK2 NF2 NFE2 NPNT NR4A2 NTF4 OAS1 OPTN PAICS PCMT1 PDCD1 PERP PFKM PGGT1B PIF1 PIK3AP1 PIK3CG PLCL1 PLD4 PLK1 PML POC1A POGLUT3 PRC1 PRICKLE3 PSMG1 PTCD1 PYCARD RAB19 RAD51AP1 RAD54B RAD54L RBBP8 REC8 RENBP RGS10 RNASET2 RNF216 ROPN1L RRM1 SAPCD2 SCCPDH SELENOH SGIP1 SH2D1A SH3BP2 SHCBP1 SKA1 SLC25A6 SLC41A1 SLC9B2 SMCHD1 SNRPB2 SPATS2 SPC24 SPC25 SSR2 STIL STON2 SUCLG1 SUOX TACC3 TAP1 TARDBP TBX22 TFRC TICRR TIMP2 TK1 TMIGD1 TMX3 TNC TPCN2 TPX2 TRAFD1 TRAM2 TRIM59 TXN UBE2J2 UBE3B UQCC2 WASHC5 XIAP ZDHHC15 ZNF385B ZNF414 GSE39110_UNTREATED_VS_IL2_TREATED_CD8_TCELL_DAY3_POST_IMMUNIZATION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE39110_UNTREATED_VS_IL2_TREATED_CD8_TCELL_DAY3_POST_IMMUNIZATION_DN ABCC4 ACER3 ACTG1 ADAP1 AMDHD2 ANAPC15 ANGPTL2 ANKRD50 ANXA7 APIP ARHGAP19 ATP1A2 BCAT1 BCL3 BEND4 BLM BLMH BMP2K BRIP1 BUB1 CA13 CARHSP1 CARNMT1 CASP7 CBFB CCDC18 CD81 CDC25C CDC45 CDK2AP1 CDKN1A CENPN CEP83 CHEK1 CIT CKAP2L CLIC4 CMC2 CPD CYB5B CYP11A1 CYTH2 DAP DEPDC1B DERL2 DNA2 DSP DUSP14 DUSP4 E2F8 EHBP1L1 EHD4 EIF4H EIPR1 ELF4 EPDR1 ERBB3 ERMN ESM1 EXO1 EXPH5 FAM111A FAM156A FAM81A FARP1 FAXC FBXO5 FHL2 FIGNL1 FKBP2 FMR1 FOXM1 FRMD4B FUT4 G2E3 GARS1 GCG GCNT1 GINS2 GLRX GNB4 GPAT3 GPD2 GPR25 GSR GSTM5 GTSF1 H2AX HIF1A HMCES HMGB3 HMGN3 HMMR HMOX1 ICA1 IFIH1 IL10 IL12RB2 IL1R2 INCENP INTS7 IQGAP3 KDM2B KIAA1522 KIF18A KIF18B KIF20B KLC3 KLHDC2 KNSTRN LCLAT1 LGALS1 LITAF LRR1 LSM2 MAP2K3 MAPRE2 MELK MMD MMP16 MTCH1 MYBL1 NELFE NPLOC4 NSMAF NUCB1 NUP62 NUP93 ORC6 OSBPL9 PASK PCNA PDSS1 PIF1 PMCH PMVK POC1A POLE POLH PRELID2 PRELID3B PRICKLE1 PRICKLE3 PSMD13 PSMD14 PTGIR PYCARD RAB6A RAD51AP1 RAF1 RAPGEF5 RBM44 RCC1 RORC RPA1 RPA2 RPP25L RTCA SELENOH SEMA4C SERPINF1 SH2D2A SH3RF1 SHC4 SLC12A8 SLC25A10 SLC25A20 SMC6 SMTN SNRNP25 SOD1 SPRED1 SRGN SRSF12 STAU2 STIL STK39 STOM THOC6 TIMP2 TMPO TNFRSF9 TOX2 TPBG TPI1 TREX1 TRIP12 TUBB3 TUBE1 TUFT1 TYMS UBASH3B UBE2T UBL4A UBR5 UBR7 UBXN8 VASH1 WDR62 ZBTB32 GSE39110_UNTREATED_VS_IL2_TREATED_CD8_TCELL_DAY3_POST_IMMUNIZATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE39110_UNTREATED_VS_IL2_TREATED_CD8_TCELL_DAY3_POST_IMMUNIZATION_UP ABCB1 ABHD14A ACBD3 ACIN1 ACVR1B ADTRP ALKBH4 AMIGO2 APP ARHGAP5 ARID1A ARL4C ATP2B1 ATXN1L B4GALT1 BAG3 BCL11B BCL7A BCL9L BEST1 BEX2 BIRC2 BTG1 BTG3 C14orf180 C21orf91 C8orf58 CACNA2D4 CARD6 CBX4 CD226 CD72 CDC42EP3 CEBPZ CFL2 CFLAR CHD3 CHIC1 CKLF CREBRF CRIM1 CYLD CYP2D6 CYP4V2 CYTIP DAPL1 DDR1 DDX5 DNAI4 DNAJB2 DTX1 DTX4 DYRK2 EARS2 EEIG1 EIF4A2 ELF2 ENAM EPAS1 ERG EYA2 FAM219B FAM3C FASLG FBXL12 FBXO10 FHIP1B FILIP1L FLACC1 FOXO3 FOXP1 FRS3 FSTL5 FTSJ3 GAL3ST1 GALNT10 GPANK1 GPATCH4 GPR34 GPR65 GPR68 GPRASP1 H2AC25 HEATR6 HEPACAM2 HEXA HLA-A HSPA12A ICE1 IFITM10 IL20RA IL7R IMPACT KCNC2 KCNK6 KIAA0040 KIAA0930 KIF5C KLF6 LCE3B LDLR LFNG LRIG1 LRRC23 LRRN3 LYPD6B MACROD1 MAP3K9 MAPK12 MEF2D MEIS3 METTL23 MICALL1 MSL2 MUC5B MYH10 NDNF NEUROG3 NR1D2 OSR1 OTUD1 PACC1 PADI2 PAG1 PARP16 PCMTD1 PCTP PDE3A PDE8A PEX26 PGLYRP2 PHF3 PID1 PIK3IP1 PIK3R1 PIK3R5 PIP5K1B PITX1 PLEKHH3 PPARGC1B PPM1B PPM1H PRKD3 PROS1 PRSS12 PXYLP1 QPCT RAC3 RARG RFLNB RHBDD2 RHBDL3 RNASE3 RPL12 RPS16 RPS29 RPS7 RRM2B SCML4 SGK1 SGMS1 SHLD1 SIT1 SKI SLC13A1 SLC16A8 SLC39A5 SLC9A9 SMAD1 SMAD4 SNTB1 SP6 ST3GAL6 ST8SIA6 SUCO SYF2 TDRP TENT5A TFAP4 THEMIS TLE4 TMEM127 TMEM141 TMEM154 TRAT1 TRH TRIM56 TSC22D3 TSR1 UQCC5 VIPR1 VKORC1 XPC ZBTB4 ZFR2 ZMYND11 ZNF263 ZNF281 ZNF652 ZSCAN26 GSE39110_UNTREATED_VS_IL2_TREATED_CD8_TCELL_DAY6_POST_IMMUNIZATION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE39110_UNTREATED_VS_IL2_TREATED_CD8_TCELL_DAY6_POST_IMMUNIZATION_DN ACTN1 ADH1C ADK AFF3 AGFG1 AKAP12 ANKRD6 APP ARHGAP31 ARHGAP5 ART3 ATP1B1 ATP6AP2 ATP6V1D BAG3 BCL6 BCL9 BCO1 C1orf74 C6orf118 CABCOCO1 CASS4 CCDC126 CCDC141 CCDC28A CCDC28B CD200 CD81 CD83 CDK5R1 CEBPA CEMIP2 CERS6 CHD3 CIC CNPY4 COTL1 CTSS CXCR4 CXCR5 CYLD CYTH3 CYTIP DAPL1 DCAF11 DDR1 DGKD DHCR7 DLG3 DPY19L3 DUSP10 EGLN3 EGR2 EGR3 EID2 EOMES EPB41L5 EPHX1 ETS1 EXT1 F2RL1 FAM104A FAM210A FAM3C FAM43A FAM81A FAM8A1 FCRL1 GABRR2 GCNT1 GLIS3 GLTP GPM6B GPRASP1 GRHL1 HACD3 HIF1A HLA-DOB HMGN3 IFNGR2 IFT25 IFT81 IGF1R IL6ST IZUMO1R KCNC2 KDM6B KIF13A KIF5C LCLAT1 LDHB LDLR LDLRAD4 LIPA LPCAT1 LRIG1 LRRC23 LRRC42 LUC7L2 MAP4K4 MAP7 MATK MFHAS1 MMD MRPS6 MSRB2 MTSS1 MYB NATD1 NAV2 NFIX NIPAL1 NUCB2 OAZ2 P2RX7 PACSIN1 PANK1 PDK1 PEAR1 PECAM1 PFN2 PHACTR2 PLAGL1 PLCB4 PLCL1 POU2AF1 PPIC PPM1B PPP1R3C PPTC7 PRICKLE1 RASGRP1 RETREG1 RFLNB RNASET2 RNF32 RPA1 SALL2 SCML4 SEMA7A SHANK3 SHLD1 SLAMF6 SLC16A5 SLC22A25 SLC43A1 SMCO4 SMPDL3A SNN SP6 SPOCK2 SPRED2 SQLE SSBP3 ST6GAL1 ST8SIA6 STAT1 STIM2 SYNJ2 SYNPO TBC1D2B TCF7 TESC TFCP2 TGFBR3 TIAM1 TIMP2 TMEM158 TMLHE TNFRSF9 TNFSF11 TOX TOX2 TPBG TPD52 TREH TRIB2 TRIM35 TRIM56 TSPAN13 TSPAN3 TSPAN32 TTC3 TUBA1A TWSG1 UBE2D2 UBXN8 USP6NL WDFY2 WFS1 WNT10A YEATS4 ZC3H12D ZMAT1 ZNF217 ZNF24 ZNF281 ZNF518B ZNF608 ZNF878 GSE39110_UNTREATED_VS_IL2_TREATED_CD8_TCELL_DAY6_POST_IMMUNIZATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE39110_UNTREATED_VS_IL2_TREATED_CD8_TCELL_DAY6_POST_IMMUNIZATION_UP ABTB3 ACTN2 ADAM19 ADAM8 ADGRG3 AHNAK ANXA1 APOBR AQP9 ARHGAP18 ARL4D ATP8A2 ATP8B4 B4GALT1 BCL2 BHLHE40 BST2 C15orf48 CA5B CCL5 CCND3 CCR2 CCR5 CCRL2 CD47 CD7 CDH1 CERCAM CHAF1B CHSY1 CKS2 CLDND2 CLN3 COBLL1 CRIP1 CRYBG2 CSF2 CTSC CTSW CXADR CXCR6 CYP3A7 DENND5A DEPDC1B DKKL1 DNAJC15 DOCK5 DTX1 DUSP5 EDARADD EFHD2 EHBP1L1 EIF4E3 EML3 ENTPD1 EPSTI1 F2R F2RL2 FAM111A FASLG FBXO30 FCGR2B FES FHL2 FRY GAB3 GABARAPL2 GALNT10 GALNT3 GAS7 GATA3 GGT1 GLUD1 GMNN GNA11 GOLGA3 GPC1 GRAMD2B GZMA GZMB GZMM HAAO HID1 HM13 HRH4 HSD11B1 IER3 IFITM2 IFITM3 IGFBP6 IKZF3 IL10RA IL12RB2 IL18R1 IL2RA IL2RB INPP5D IQGAP2 ITGA1 ITGAX ITGB3 ITGB7 ITSN1 KATNB1 KCNJ8 KCNK5 KIF11 KLRC1 KLRD1 KLRG1 KLRK1 LAIR1 LDAF1 LGALS1 LGALS3 LPIN1 METRNL MKI67 MPND MVB12A MX2 MYADM MYL4 MYO1F MYO1G N4BP3 NAALAD2 NBEAL2 NCAPG NEDD4 NHSL2 NIBAN2 NKG7 NLRC3 NOD1 NRARP NUDT4 OSTF1 P2RY14 PADI2 PAICS PAK6 PAQR8 PIK3AP1 PILRB PLAC8 PLEK PLEKHM3 PLP2 PRDM1 PRKAB2 PRRG4 PRUNE1 PTPN2 PYGL RACGAP1 RAP1GAP2 RARA RASL11A RBCK1 RCBTB2 RCN1 RMDN2 ROM1 RPA2 RRAS RUNX3 S100A6 S1PR5 SAMHD1 SELPLG SEPTIN10 SEPTIN8 SERPINB1 SGK1 SLAMF7 SLBP SLC2A3 SLC30A7 SLC41A2 SLC66A3 SLC9A8 SLCO3A1 SMPDL3B SOCS2 STMN1 SWAP70 SYTL2 TAFA3 TKTL1 TMEM37 TPST2 TXNDC5 USP48 VARS1 VIM YBX3 YES1 ZEB2 ZYX GSE39152_BRAIN_VS_SPLEEN_CD103_NEG_MEMORY_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE39152_BRAIN_VS_SPLEEN_CD103_NEG_MEMORY_CD8_TCELL_DN ABCE1 ACOD1 ADPRS AGFG1 AHR ALX3 AMBP AMFR ANKRD11 ARL5A ARPC5L ATF3 ATP1A1 BACH1 BAG3 BCAS2 BCL2L1 BCL6 BMP2K BRIX1 BYSL BZW2 C6orf136 C9orf85 CA4 CASP1 CASP4 CBFB CBX7 CCL4 CD164 CD34 CDC34 CDK8 CDKN2D CEBPB CFL2 CGA CHD7 CHRAC1 CLDND1 CLIC4 COMMD2 COQ7 CRIPT CSF2RB CXCL10 CXXC5 CYP51A1 DMP1 DNAAF10 DOK2 DUSP1 EIF1AY EIF6 EML5 EMP1 EN1 ETFB EXOSC10 EXT1 FAS FBXL5 FBXW11 FCF1 FCGR2B FXN FYN GAB1 GADD45G GBP7 GDAP1 GJA1 GPD2 GPR12 GTF2A2 GUCA1A HIF1A HIKESHI HIVEP2 HOXA1 HOXA13 HOXC8 HSD17B10 ICAM1 IKBKG IL13RA1 IL17RA IL18BP IL4R JAK2 LAPTM4B LPP LSM4 LYSMD2 MAFB MARCHF5 MCOLN2 MDH2 MFF MIS18A MIX23 MRPL16 MRPL20 MRPL21 MRPL33 MRPL49 MRPL51 MRPL52 MT2A NMD3 NOC4L NOLC1 NOP58 NOTCH1 NSMCE1 NUP54 OAS1 ONECUT1 ORMDL2 OTUD4 PARN PDCD5 PDK3 PFDN6 PHF7 PIM1 PLA2G4A PLGRKT PLSCR1 PPARD PRRC1 PSMA7 PSMB8 PSMD13 PSMD4 PSME2 PTPN1 PTPN2 R3HDM1 RAB12 RAB5C RARS1 RASGRP2 RBM8A RBMS1 RCN1 RHOQ RNF19B RNF34 RNH1 RPAP3 RRS1 RUNDC3A S100A10 S100A11 SCAMP3 SEC13 SEM1 SERTAD1 SF3A3 SKA2 SLC12A4 SLC12A7 SLC25A28 SLC2A1 SLC30A1 SLC31A1 SLC33A1 SLC39A1 SLIRP SNX5 SRGN SRI ST3GAL4 STAR STAT1 STX12 SULT1B1 SUSD6 TBCA TGFBI THRSP TIAM1 TIMM13 TLE3 TMEM167A TOR1AIP2 TRA2B TSPAN4 TXNRD1 U2SURP UCK2 UGCG VRK1 WDR77 YIF1A YME1L1 ZFP64 ZNF281 GSE39152_BRAIN_VS_SPLEEN_CD103_NEG_MEMORY_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE39152_BRAIN_VS_SPLEEN_CD103_NEG_MEMORY_CD8_TCELL_UP ACADL ACOD1 ACTG1 ACTN4 ACYP2 ADK ADSS1 AGFG1 ANKH ANKRD13C ANKRD17 ANXA4 AP1AR ARPC2 ATAD3A ATF1 ATF3 ATP13A3 ATP1B3 ATP6AP2 AZI2 BAG1 BCL2A1 BCL2L1 BCL6 BLTP3A BRIX1 BTG3 CAPN2 CASP3 CAVIN1 CCT5 CD164 CD83 CDH5 CDK8 CENPV CHTOP CHUK CLIC4 CLK4 CSF1 CTBP1 CWC15 CXCL10 CYP2C19 DAG1 DAP3 DCK DEGS1 DNAJA2 DOK2 DPPA5 DRG1 DSTN E2F8 EEA1 EIF5 EML5 EMP1 ETFB FABP3 FAM120A FARS2 FAS FGFR1OP2 FMR1 FNBP4 FXN FYN GBP4 GBP7 GCH1 GKAP1 GPX3 H3-5 HDAC2 HIVEP1 HLA-B HNRNPA1 HNRNPK HPRT1 HSP90AB1 IFI35 IGF1 IKBKG IL15 IQGAP1 IRF9 IRGM ISOC1 JAK2 KALRN KIT KITLG KLF2 KLHL7 LASP1 LGALSL LPCAT1 LPL LRPPRC LSP1 LYRM2 M6PR MAP4K3 MARCHF5 MAX MBD2 MBNL1 MDM2 MINPP1 MMP13 MT2A MTDH NAMPT NAV2 NCR1 NDUFA2 NOC4L NONO NRAS NVL OAS1 ODC1 OTUD4 PAXBP1 PDHB PDK3 PEBP1 PFKP PLA2G4A PLAA PLAC9 PLEC PLPP1 PLSCR1 PLXND1 PPP1R15B PRKD3 PSMB4 PSMD6 PTGS2 PTPN2 QDPR RACK1 RAD17 RALA RAP1GDS1 RARS1 RASA4 RBM3 RBMS1 RELL1 RFC2 RFC3 RNASEH1 RNF19B RNF34 RTN4 RUFY1 SAP30 SF3A3 SGCA SH3BGRL SLC25A28 SLC39A6 SLC6A12 SNX10 SNX12 SPRED2 SQSTM1 STAT1 STMN1 SUN2 TANK TAP1 TBCA TCP1 TEC THUMPD1 TINAGL1 TOR1AIP2 TRAF1 TRIM27 TSNAX TTC27 TTR TUBB2A TXNRD1 U2SURP UBL3 USO1 USP18 VCL ZFPM1 ZNF281 ZNF398 ZNF639 ZNHIT3 GSE39152_CD103_NEG_VS_POS_MEMORY_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE39152_CD103_NEG_VS_POS_MEMORY_CD8_TCELL_DN ABCA1 ABCC1 ABCE1 ABCF2 ACOT8 ACSL1 AHR AIMP2 ALKBH5 AMBP AMOTL2 ANK1 ANXA3 AP1B1 AP1G1 APBA3 AQP9 ARF3 ARFIP2 ARHGEF2 ARMCX2 ARNT ARPC3 ASAP1 ASNS ATP5MC1 ATP7A ATP8A1 B3GALT4 BAG3 BCKDK BCL2L1 BMP2K BMP8B BSDC1 C3orf38 C5AR1 C6orf136 CAND1 CCL4 CCR3 CCR5 CCT6A CD3D CDKN2D CENPB CIC CLIP3 CLPTM1L CLPX CTSC DDX21 DES DNAJC7 DPF2 EIF1AY EIF1B EIF6 ELK3 EPHB2 EPS8 FABP5 FARSA FBXW11 FCGR2B FURIN FUT2 G3BP2 GADD45G GALNT2 GCNT1 GLI3 GNPTAB GPD2 GPN2 GPR12 GPS1 GSPT1 HCN1 HDAC1 HIPK3 HLA-DQA1 HMOX1 HOXC8 HOXD8 HSD3B7 IARS1 IER3 IFNAR1 IL18BP IL4R ITPA JAK3 KCNAB1 KCNJ8 KDR KIAA1191 KIF5C KPNA1 KRTCAP2 LPP LTB4R MAFB MAP7 MASP2 MDH2 MEMO1 MIDN MPP3 MRPL20 MRPL34 MT2A MUC1 MYD88 MYL7 MZT2B NAT2 NCF1 NDRG1 NELFA NFIL3 NOC4L NSMCE1 NUBP1 NUPR1 PAPOLA PCLO PDZD11 PEX11B PIAS1 PIM1 POLK PPA1 PPP2R1A PRDM1 PRX PSMD3 PTPN1 PTPRN PTRH2 RAB3IL1 RAB4B RAMP3 RCC1 RDH13 RHOA RPL7L1 RRBP1 RUNDC3A SAMD4B SCAMP3 SEC13 SHF SLC12A7 SLC1A1 SLC2A1 SLC35B1 SLC3A2 SMARCC1 SMPD1 SNX5 SOAT2 SOCS3 SPART SSR2 STAT3 STOML2 STX12 STX5 SUSD6 SYNGR2 TACR1 TBC1D15 TCERG1 TCF20 TCP10L TENT5C TFF3 TGFBI TIMM10B TIMM17B TIMP1 TIPARP TLR6 TM2D2 TM4SF1 TMEM50B TMPRSS15 TRAPPC14 TRAPPC3 TSPAN4 TXNRD1 UBE2M UBE2S UCK2 UCP3 UQCC2 ZBTB2 ZFP36 ZIC3 GSE39152_CD103_NEG_VS_POS_MEMORY_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE39152_CD103_NEG_VS_POS_MEMORY_CD8_TCELL_UP ACAA2 ACSS1 ACTN4 ADAM8 ADCY9 ADIPOQ ADRB2 AGRN AKAP9 ALDH1A2 ALDH7A1 ALDH9A1 ANKH ANKRD13A ANXA4 AP3D1 APLP2 ATAD3A BCKDHA BCL2A1 BPHL BRI3 BTG2 BTG3 CACNA2D3 CAPN2 CASK CBX4 CCN2 CCNDBP1 CD28 CD48 CDT1 CLIP1 CNR2 CPNE1 CSRP2 CST3 CXCL12 CYB5A DAP3 DEGS1 DENND4C DHCR24 DHRS3 DLX2 EBI3 EGR2 ELP3 EPHX1 ESYT1 F9 FAM118B FAM151A FAM241A FAM83F FGD1 GALT GDF9 GKAP1 GLMP GPX3 GSTM5 HDAC5 HEXA HMGA2 HNRNPA1 HOXB9 HSP90AB1 HSPA1A HSPA1B HTR1B IDH1 IFIT3 IGDCC3 IGF1 IL12B INPP5K IPP IRF4 KCNMA1 KIF1C KIT KLF2 KTN1 LPCAT1 LRRC8A LSP1 LYL1 MAN2B1 MAP1LC3A MAPK10 MATK MBP MDM4 MIPOL1 MKNK2 MMP13 MOS MRTFA MX1 NAXE NDUFA9 NELL2 NF1 NF2 NME3 NUP50 NVL OTUD7B P3H3 PAPSS2 PAQR7 PCP4 PEBP1 PFKM PFN2 PHEX PHLDB1 PIP4K2A PLXND1 PON2 POU6F1 PPDPF PPEF2 PPP1R21 PRDX4 PRKCB PRKCD PRKCH PRKD3 PSMC4 PSTPIP2 RAMP1 RASA3 RASA4 RBM15 RBM17 RECK RELL1 RIN2 ROM1 RPL32 RPS14 RRAGC RTN4 RUFY1 RUFY3 RYR3 SCMH1 SEMA3C SEMA4D SERINC3 SERPINF2 SERPINI1 SFT2D1 SFTPB SGCA SIX1 SLC50A1 SLC5A6 SLC66A2 SLC6A12 SLC6A13 SLPI SMARCAD1 SMS SNAI2 SQSTM1 ST3GAL5 STK39 STOM SURF6 SYT5 TEC TEX2 TFF2 TIMP3 TLX3 TMEM229B TNIP1 TNP2 TPK1 TRAF1 TRAF5 TTC27 TTC4 UBE2R2 USP18 VHL VPS37A WASHC2A WDR45 WSB1 ZFAND2A ZFPM1 ZKSCAN1 ZNF622 ZNFX1 ZNHIT3 GSE39152_SPLEEN_CD103_NEG_VS_BRAIN_CD103_POS_MEMORY_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE39152_SPLEEN_CD103_NEG_VS_BRAIN_CD103_POS_MEMORY_CD8_TCELL_DN AAMP ABL1 ACE ACKR1 ADCY9 ALDH1A3 AMPD3 ANKRD46 APOC4 ARHGAP39 ARL4D ATOH1 ATP1B1 ATP6V1B2 ATP7B ATXN1 B3GALT1 BMP7 BSN C11orf16 C3AR1 C4BPA C9 CA8 CACNA2D1 CACNG1 CAPN6 CD276 CD28 CD99 CDC23 CDSN CEBPA CFB CHRD CKAP4 CLIP1 CLIP3 COL1A1 COL4A2 COL8A1 COLGALT1 CORO2B COX6A2 CPA3 CRYGC CSTF1 CYP21A1P DENND4C DHCR24 DNAJB13 DNASE1L3 DUSP6 EFNA3 ELK4 EPB41 EPHA8 ERLIN1 ESRRA FADS1 FAM151A FBXW4 FEZ1 FHIT FIGNL1 FJX1 FOXO3 FOXQ1 FZD2 FZD4 GABARAPL1 GGCX GPR19 GPX3 GRIN1 GTF2I GTSE1 H2BC5 HOXA9 IAPP IFT46 IGLL1 INHA INSM1 ITIH3 KARS1 KCNA5 KCNK1 KLHL21 KRT15 KRT31 KRT86 KYAT3 LHB LRIG1 LRP1 LTBP2 LYL1 LYST MAFF MAP1LC3A MAPK10 MARVELD1 MBP MCEE MEOX1 MMP11 MPV17 MRTFA MTFR1L MVK NAA11 NDUFS4 NR1D1 NR2F6 NUDC PAQR7 PDCD7 PEF1 PEG3 PER1 PFN2 PHEX PIK3C2G PLA2G5 PLD3 PNKD POU2F2 PPEF2 PPT1 PROM1 PSENEN PSPN PTDSS2 PTGDR PTPRE RASAL1 REL RELL1 RGS6 RNF220 RNF44 RNF6 RPL31 RRAD RXRA RYR3 SART3 SCG2 SCMH1 SCN3A SCN7A SERPINA1 SEZ6 SFRP2 SFTPB SH2B1 SLC50A1 SLC6A12 SLC6A13 SLC6A18 SMIM20 SPRY4 SQSTM1 SSTR5 STAG1 SYNRG TAC3 TBC1D10A TCF3 TCIRG1 TEF TEX2 TFF2 THAP4 TK2 TLE1 TMEM45A TNNI1 TOMM34 TSPO2 TTC14 TWF2 TYRO3 UNC119 USF1 USP29 UVRAG VAX1 WBP1 WNT10A XPC YPEL3 ZFP28 ZFPM2 ZNF394 ZNF467 ZNF740 ZNHIT3 ZSCAN2 GSE39152_SPLEEN_CD103_NEG_VS_BRAIN_CD103_POS_MEMORY_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE39152_SPLEEN_CD103_NEG_VS_BRAIN_CD103_POS_MEMORY_CD8_TCELL_UP AAMP ABCA1 ABCC6 ABCF2 ACOT8 ACOX1 ALKBH5 AP1B1 APBA3 APLP1 APP AQP7 ARF3 ARFIP2 ARHGAP39 ARHGEF2 ASAP1 ASB6 ATP13A2 ATP1B1 ATP8A1 ATXN1 AUP1 B4GALNT2 BET1 BMP7 BMP8B BTD C1QA C2CD2 C6orf136 C9orf72 CAB39L CAND1 CAPZB CBX6 CCL22 CD151 CD247 CD99 CHFR CHRND CIC CLIP3 CLPX CLTC COL17A1 COL4A2 COL8A1 COMT CPS1 CSNK1D CSTF1 CTSC DAPK3 DNAJC7 DOK1 EEF1B2 EEF2 EFNA3 EIF4B EN1 ENSA EXOSC8 EYA1 FABP5 FAM110A FAU FBXL12 FBXW11 FERMT3 FGF11 GALNT2 GATA2 GCK GCNT1 GJB5 GNPTAB GPAA1 GPR132 GPR37L1 GTF2I H1-6 HGF HLA-DMB HMGA1 HMOX1 HOXC8 HSD17B7 ICAM5 IFNAR1 IL12RB1 IL17D INHA INPP4A INPP5D KARS1 KIF3B KLF3 KRT86 KRTDAP LDHB LHB LHX1 LPP LRWD1 LTB4R LTBP2 MAFB MAPK3 MATN2 METTL18 METTL7A MRPS18A MTREX MUC1 MZT2B NCF1 NEXMIF NFATC1 NSMCE1 NUDC PARN PHKG2 PHRF1 PIAS1 PIK3C2A PIK3C2G PLA2G5 PLD3 PRKD1 PROM1 PRPS2 PSMD3 PTGIR PTPN1 PTPN11 PTPRE PTPRN RAB4B RAB8B RAMP3 RBM6 REL RHO RHOA RIMKLB RNF26 RRAD RUNDC3A SCAMP3 SEC61A1 SERPINA10 SERPINH1 SH2B3 SH3BP5 SLC10A1 SLC1A1 SLC25A36 SLC25A48 SMPD1 SOAT2 SPARCL1 SPART SPDEF SSBP4 ST3GAL2 SYT11 TBC1D10A TBR1 TECTA TGFBI TIMM10B TIMP1 TIPARP TMEM259 TMEM45A TMPRSS15 TNFRSF18 TRAPPC3 TSPAN4 TTC14 TTC30B TUBB4B TWF2 UBAC1 UBAC2 UBE2I UBE2M UCP3 UPK2 USP5 VAV1 VAX1 VPS51 WBP1 WDR48 ZBTB2 ZSCAN2 ZSWIM1 GSE3920_IFNA_VS_IFNB_TREATED_ENDOTHELIAL_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3920_IFNA_VS_IFNB_TREATED_ENDOTHELIAL_CELL_DN ACTG1 ADAMTS6 ADD2 ADGRE5 ALAS2 APLP1 APOBEC2 ARHGAP25 ATP6AP1L C1QTNF6 CACNG8 CASP1 CASS4 CCR3 CD109 CD70 CD82 CDC20B CEP104 CHST15 CLDND2 CLEC2D CMKLR1 CPNE7 CRAT CRIM1 CX3CR1 CYB5R3 DAPK2 DCLK1 DCLRE1C DGKH DMTF1 DNASE1L3 DNMT3A DTHD1 ELAVL1 ENTPD1 EOMES EPAS1 FAM234A FARP1 FGR FNIP2 FOXP1 FPGT FRYL FYN GALNT3 GATA1 GDPD5 GFPT1 GHRH GLRX GNPTAB GPM6B GPR174 GRAMD1B GRK5 GZMA GZMB GZMK HRH4 IGF2BP3 IKZF3 IL10 IL10RA IL15 IL18RAP IL1RL1 ITGAX ITM2A ITM2C ITPR1 ITSN1 JADE2 KAT5 KAT6A KCNJ8 KCNK10 KLRG1 KLRK1 KMT2B KSR1 LAG3 LASP1 LCLAT1 LLGL2 LPIN2 LRRC32 LRRFIP2 LRRK1 LZTFL1 MAP4K5 MARCHF8 MOSMO MRGPRF MS4A4A MYH4 MYO1D NBR1 NEDD4 NIBAN1 NKG7 NOTCH2 NSD3 OSGEPL1 PCYT1B PDE1A PHETA2 PHOSPHO2 PIGC PIK3AP1 PIK3R4 PLSCR4 PLXDC2 PODXL PRPF6 PRR5L PRSS45P PTGER4 PTK2B PTPN11 PTPN13 PVR PXN RAPGEF1 RNF111 RNF216 RPTOR SAMD3 SEC16A SEMA6D SETD5 SH3RF1 SIGLEC5 SLAMF7 SLC4A1 SMPDL3B SORBS1 SPATA13 SPP1 SPRY2 SRGAP3 SULF2 SYNJ2 SYTL2 TACC1 THEMIS2 TIGIT TMBIM1 TNFRSF18 TNFSF13B TRAF2 TRAF3 TRIM8 TRPC1 VOPP1 VSIG10L XYLT1 ZAR1 ZBTB25 ZBTB38 ZBTB7A ZCCHC9 ZEB2 GSE3920_IFNA_VS_IFNB_TREATED_ENDOTHELIAL_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3920_IFNA_VS_IFNB_TREATED_ENDOTHELIAL_CELL_UP ABCA5 ABHD15 ABLIM2 ABTB1 ACOT11 ACSBG1 ACVR1B ADD3 ADGRG5 ADPRH AMACR AMER1 ANO10 APPL2 AQP3 ARHGAP31 ARMCX2 ASCC3 ATP6V1B1 ATP8A2 AVPI1 B3GNT5 BCAS3 BMAL1 BTG1 CCDC63 CD163L1 CD24 CD72 CLEC12A CNN3 CPA3 CPM CPNE3 CRMP1 CUX1 CYP2S1 CYSLTR2 DAB2 DARS2 DDR1 DGAT1 DGKG DISP1 DPP4 DPY19L3 ECM1 EIF4E3 ELOVL6 EMB ERICH1 EXOC6B FAH FAM124B FAU FBXO7 FCGR2B FHIP1B GGT5 GMFG GNA15 GNB4 GPR146 HGSNAT HNRNPH3 HOOK2 HP1BP3 HPS3 HSPBAP1 IFITM1 IFNGR2 IGF1R IGFBP4 IKBKE IL17F IL17RE IL1R1 IL23R IL6R IMMP1L INF2 INHA ITGA3 ITGA7 JAKMIP1 KAT2B KCNH5 KIT KLHDC1 KLHL6 LARGE1 LPP LRRC1 LTB LYSMD2 MACF1 MARCHF3 MEIS3 MMP9 MYO10 NAGK NCALD NDUFS3 NEB NEBL NIN NPAS2 NR1D2 NT5E NXPE3 OSTF1 OTULINL PAQR7 PARP6 PDE6D PLAUR PLEKHB1 PLEKHF1 PNMA1 PNPLA7 PRKACB PRKCB PSD3 QPRT RAB3IP RAB4A RAB6B RALGPS2 RAMP1 RAPGEF4 RARG RASA3 RCBTB2 RGS10 RHEBL1 RIPK3 RND3 RORA SBF2 SDC4 SERPINI1 SESTD1 SH3BGRL2 SLC26A11 SLC41A2 SLC49A4 SOCS1 ST3GAL2 ST6GALNAC1 ST6GALNAC3 SYNE2 SYNPO2 TARS2 TDRKH TGM2 TMEM176A TMEM176B TMEM255B TMEM50A TRAT1 TRPM6 TTBK1 TXK UPP1 UROD VAX2 WDTC1 ZBTB20 ZNRF3 GSE3920_IFNA_VS_IFNG_TREATED_ENDOTHELIAL_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3920_IFNA_VS_IFNG_TREATED_ENDOTHELIAL_CELL_DN ACACA ACLY ACOXL ACSF3 AK1 AKAP1 ALG10B AMMECR1 ANKRD42 ANKRD55 ANXA1 APLF ARHGAP18 ATP2A2 ATP5F1B B4GALT5 BCO2 C1QTNF6 CABP4 CACNG8 CARMIL1 CATSPER4 CBR3 CCDC50 CCN4 CCNH CDC42EP3 CDKN2A CEP104 CHPT1 CHST2 CLDND2 CLEC4G CNIH2 COBLL1 COL12A1 CS CYP11A1 DAB2IP DCLRE1A DCLRE1B DENR DIXDC1 DLAT DPY19L1 EFR3B EHD1 EHD2 ELFN2 ELMO2 ENTPD1 EPAS1 EPHA7 ESYT1 FGL2 FGR GAS7 GATA3 GBP6 GNPTAB GOT2 GPC1 GPM6B GZMA H2AZ1 H2BC14 HRH4 HS6ST2 IDE IGF2BP3 IL10RA IL4 INTS4 IPO5 ITGA1 ITGB1 KCNA7 KCNK6 KCNQ5 KLRG1 KLRK1 KRT5 LIG1 LPCAT4 LPIN2 LRBA LRP11 MBOAT7 MCM5 MCOLN3 MCU MDM2 MGAT1 MLKL MRPS22 MUC20 MYH1 MYL4 MYO6 NAIF1 NEDD4 NEFH NINJ2 NRP1 NUP93 ONECUT2 P2RY12 PDSS1 PKIG PLAT PLEK PLXDC2 PLXNC1 POLM PPFIBP2 PPM1G PPP3CA PRR19 PSMA5 PTCH1 PTPN13 RAB11FIP4 RAB15 RAD54L2 RAN RASD2 RBM47 RGS16 RNASEH2B RTN2 RXRA SCO1 SDC2 SDHA SELENOI SELENON SEMA6D SH3RF2 SHC1 SLC25A13 SLC25A53 SLC35F2 SOAT2 SPRED2 SQLE STAU2 SV2C SVOP TADA3 TFDP1 THEMIS TM7SF3 TNFSF10 TRIM42 TTC39C TWIST1 UCK2 UPB1 VCAN WNT5B XK YBX3 ZBTB32 ZBTB38 ZEB2 ZFAND4 ZFPM1 GSE3920_IFNA_VS_IFNG_TREATED_ENDOTHELIAL_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3920_IFNA_VS_IFNG_TREATED_ENDOTHELIAL_CELL_UP ADRB2 AGO3 AKAP13 ANKDD1A AOC2 ARL13B ARL5B ATF3 ATG16L2 ATXN7 BAG3 BAIAP2 BTG2 CABYR CATSPERD CCDC9 CCNL1 CCNL2 CD274 CDC37L1 CDK11B CHD2 CHKA CLK1 CLK4 CNBP CPEB2 CREM CRY1 CSRNP1 CSRNP2 CTSL CWC25 CXCL10 DDX3Y DDX5 DHX40 DNAI7 DNAJA4 DNAJB2 DNAJC5 DOT1L DUSP10 DUSP16 DUSP8 EGR1 EIF4A2 EIF5 ELL2 ENKUR EPHX3 ERF ERICH6 FAM118A FAM133B FAP FBRSL1 FGD3 FNBP4 FNIP1 FOSL2 FRG2B FRYL GAS5 GCA GCH1 GPR4 HNRNPDL HNRNPH1 HOMER1 IFIT1 IMPACT ISY1 JMY KATNA1 KCNG3 KCNIP2 KDM5A KDM6B KLF4 LAX1 LINC-PINT LMAN1L LMBR1L LUC7L3 MAFF MBTD1 MIR202 MTHFR MXD1 NFKBID NKRF NLGN3 NR1D2 NR4A1 NR4A2 NR4A3 NUFIP2 NUP210L OTULIN PAF1 PCF11 PDCD1LG2 PDE4A PITPNM1 PLK3 POLG2 PPP1R10 PRAM1 PRKAB2 PSD PTPN23 PYGM RAB3GAP1 RBM15 REL RELB RMRP RND1 SAFB2 SAMD8 SARAF SBDS SERTAD1 SET SF3B1 SIK1 SKIL SLC25A25 SLC35E2A SLC38A2 SLC3A2 SLC5A3 SLC7A6OS SMAD7 SON SPAG9 SPATA5 STAR STX5 SUCO TAGAP TAGLN TASOR2 TBX6 TGIF1 THBS3 TINF2 TMEM54 TMEM63B TNFAIP3 TNFRSF10B TNFRSF18 TOR1AIP2 TRA2A TRAF1 TRIM39 TTC19 TUT7 UHRF2 VAMP2 VEGFA VPS37B WNK1 WSB1 YTHDC1 ZC3H12A ZC3HAV1 ZFAND2A ZUP1 GSE3920_IFNA_VS_IFNG_TREATED_FIBROBLAST_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3920_IFNA_VS_IFNG_TREATED_FIBROBLAST_DN ACP3 ACSBG1 ACTN1 ADAMTSL4 ADGRG5 ADH1A ALDH3B1 ALKBH2 AP1M2 APPL2 AQP3 ARHGAP31 ARMCX2 ARRB1 ATP5F1A BACH2 BCL2L12 BIK BMAL1 CARD9 CATSPERD CCR4 CCR7 CD72 CD93 CERK CLEC12A COX10 CRMP1 CRY1 CTNNBL1 CYP2S1 CYSLTR1 DAPK1 DDR1 DEPDC1B DLG4 DPY19L3 ECM1 EEFSEC ELOVL6 EMB ESPN ETV3 F2RL1 FADS1 FAM124B FANCG FASN FBXO17 FCRL1 FOXRED2 GCAT GCNT2 GGT5 GPHN GPR146 GPR183 GTF2IRD1 GUCY1B1 HIPK2 HPGDS ID3 IDH2 IFNGR2 IFT80 IGF1R IGFBP4 IL17RE IL6R INHA IPO4 ITGA3 ITGA7 JAKMIP1 KCNIP2 LARGE1 LHPP LHX2 LIG1 LIPT2 LRRC49 LRRC75A LRRC8D LTB4R MAML3 MAPK11 MCM2 MCM7 METTL8 MEX3B MFHAS1 MGLL MGRN1 MGST2 MPP2 MRPS2 MSTO1 MYBBP1A MYO10 NAPEPLD NDRG1 NEURL1B NLE1 NLK NME1 NOL12 NOP56 NPAS2 NSG2 NSMCE1 NT5DC3 NT5E ODAD1 PAQR8 PBK PCBP3 PDLIM1 PES1 PHLDB1 PIK3IP1 PKIB PKP4 PLIN3 POLR2L PPDPF PPP1R8 PRKCB PRSS12 PUS1 QTRT2 RAB3IP RAMP1 RAMP3 RAPGEF4 RBM10 REXO2 RFLNB RGS10 RIPK3 RORA RORC RRP12 SATB1 SEMA4B SERP2 SESTD1 SH3BP5 SIAH3 SIPA1L2 SLC25A23 SLC41A2 SLC7A8 SMAD7 SNAI3 ST8SIA1 STAMBPL1 STARD8 STT3B SYNPO TANC1 TBL3 TCF7 TCOF1 TDRKH TGFBR3 TIMELESS TMEM176A TMEM176B TMEM50B TMOD2 TNFRSF25 TPD52 TREML2 TRIB2 TRMT1 TRPM6 TUSC1 TXK UBAP2 UTP25 VAX2 WDR77 ZC3H12B ZDHHC8 ZFP1 ZNRF1 GSE3920_IFNA_VS_IFNG_TREATED_FIBROBLAST_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3920_IFNA_VS_IFNG_TREATED_FIBROBLAST_UP ACO1 ACOXL ADAMTS6 AFG1L AJUBA APAF1 APLP1 ARAP2 ARNT2 AS3MT ASB2 ASRGL1 ATOSA ATP2A3 B3GNT2 BCAS3 BCL2L1 CARNS1 CD22 CD274 CDC20B CDC42EP1 CHRNE CHST15 CHST2 CMKLR1 CRIM1 CRY2 CSF1 CTSD CX3CR1 CYP17A1 DAB2IP DCAF5 DCLK1 DCUN1D3 DDX6 DGKH DOCK5 DOP1B ENTPD1 ERN1 F2R FAM53B FBXL17 FBXW7 FRYL FYN GAS7 GDPD5 GFOD1 GPM6B GPR137B GPR155 GSAP GZMA HACE1 HIP1 HPSE ICAM1 IKZF3 IL10RA IL15RA IL18RAP IMPACT ITGA4 ITGB2 JADE2 KCNJ8 KCNK6 KDM7A KIF13B KLF3 KLRD1 LAX1 LCOR LMBR1L LPCAT4 LPIN2 LRBA LRRK1 MAPKBP1 MCTP2 MED12L MFSD8 MINDY3 MIR140 MKRN1 MXD4 NBEAL2 NCOA1 NEK6 NKG7 NOD1 OTUD7B PDE7A PHLPP2 PIK3AP1 PITPNM1 PKD2 PLAAT3 PLCB3 PLXDC2 PMP2 POGK PPM1J PPP1R12A PPP3CA PREX1 PTGER4 PTK2B PTP4A2 PTPN11 PTPN13 PTPRE RABGAP1L RAC3 RAD54L2 RALGAPB RAPGEF1 RASGEF1A RFT1 RGS3 RNF216 RNF43 RXRA SAMD3 SAMSN1 SCYL3 SELENON SEMA6D SERPINA9 SH3BGRL SIK3 SIRT7 SLAMF7 SLC16A6 SLC25A53 SLC28A2 SLC35B3 SLC38A9 SMAD3 SNTB2 SNX32 SOAT2 SRGAP3 ST3GAL4 STIMATE STXBP5 SULF2 SYTL2 TAFA3 TBL1XR1 TGM7 THEMIS TMEM104 TMEM163 TMEM37 TMTC3 TNFSF13B TRAF5 TTC39C TTC7B TYK2 UBR3 UPF3B VAMP3 VSIG10L WDR81 XCL1 XRN1 YPEL5 ZBTB38 ZDHHC15 ZEB2 GSE3920_IFNB_VS_IFNG_TREATED_ENDOTHELIAL_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3920_IFNB_VS_IFNG_TREATED_ENDOTHELIAL_CELL_DN ACAP2 ACAT1 ACLY ADD1 AIFM1 AKR1B10 APBB1IP ARHGAP1 ASAH2 ATP6V1C1 ATPAF1 BARD1 BCS1L BLVRA CALHM6 CCDC69 CD38 CD48 CD79B CDC25B CDC25C CDIN1 CDK2AP1 CENPF CERS6 CHD9 CHFR CHID1 CMTM6 COG7 COX19 CPNE3 CUTC CYP20A1 CYSLTR1 DBNL DDB1 DHX16 DHX29 DHX32 DPCD E2F6 ECSIT EHMT1 EIF4G1 EME1 EPHA8 FAM111A FAM162B FAM168A FBXL14 FGL2 GALK2 GAS7 GBF1 GLIPR1L2 GLTP GMFG GNA15 GPATCH2 H2AC25 H2BC9 HIP1 HIRA HNRNPUL1 HP1BP3 HPS6 IDS IMPA1 INCENP INPP5B IPO9 IRF2 ITGB1 JAK1 KIF20B KNL1 LAIR1 LARS2 LEPROTL1 LRRC1 LRRC61 MAP2K1 MBLAC2 MCM2 MDC1 MEN1 MESD MIGA1 MLH1 MLKL MPI MPP1 MSL1 MTMR9 NCOA7 NCOR2 NEDD4 NFYB NUMA1 NUP133 NUP155 NUP210 NXN NXPE3 OPA1 OTUB1 PABIR2 PBK PCYOX1 PCYT1B PIP4K2B PIP4P2 PKN1 PLXDC2 POC1B POLR3K PPAT PPDPF PPP1R21 PRC1 PRKAG2 PRMT7 PTCH1 PTPRVP QDPR RACGAP1 RDH12 RNF13 RPUSD3 RYK SAMM50 SDF2L1 SDHA SEC24D SEPHS1 SEPHS2 SH3KBP1 SIAE SIKE1 SKAP2 SLAIN2 SLC2A3 SLC35A5 SLC35B4 SLC39A10 SMYD4 SPI1 SPICE1 SPPL3 SYNRG SYT11 TAF6 TAOK3 TBC1D7 TBCK THAP11 THOC5 THUMPD2 TJP3 TMTC4 TRAPPC1 TXNDC16 UBLCP1 UBQLN2 UBQLN4 UBTF UROS USP25 USP45 VPS45 XPNPEP1 XPO6 XRN1 ZBTB3 ZBTB8A ZNRF2 GSE3920_IFNB_VS_IFNG_TREATED_ENDOTHELIAL_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3920_IFNB_VS_IFNG_TREATED_ENDOTHELIAL_CELL_UP ACP3 ADAM12 ADGRG5 AQP3 ARMCX2 ASB18 ATP5F1E ATP6V1B1 B3GALT4 BAZ2B BEX3 BIK BMAL1 CCR4 CCT5 CD2AP CD72 CD93 CDCA5 CENPP CENPT CERK CFAP20 CKB CKS1B CLSPN CPM CRLF3 CRY1 CUTC CYP2S1 CYSLTR1 DAPL1 DNAAF11 DPY19L3 DST DTL ECM1 EEF1B2 EMB EML5 F13A1 F2RL1 FAM124B FAM72A FBXO17 GBE1 GLIS3 GPNMB GPR146 GTF2IRD1 GUCY1B1 H2AX H2BC3 H4C6 HELLS HIPK2 HSPA1A IFNAR2 IFNGR2 IGF1R IGFBP4 IL17RC IL17RE IL1R1 IL1RL2 IL23R IL6R IL7R IQGAP3 ITGA7 KCNH5 KIF18B KIF23 KLHL22 LEF1 LRP12 LRP5 LRRC27 LYSMD2 MFHAS1 MIR206 MRPS5 MYBL1 NDRG2 NDUFA6 NDUFC1 NEBL NEDD4L NIPAL1 NPAS2 NRIP1 NSG2 NSMCE2 PCBP3 PDLIM1 PGK1 PI4K2A PIMREG PKIB PKP4 PLEKHF1 POLR2G PRMT5 QPCT RAB3IP RAB4A RALGPS2 RAMP1 RAPGEF4 RARG RETREG1 RFLNB RFPL3S RGS10 RIPK3 RMRP RNF38 RNLS RNY3 RORC RPL10 RPL12 RPL23 RPL24 RPL31 RPL32 RPL37 RPL38 RPS12 RPS15A RPS19 RPS20 RPS26 SESTD1 SFT2D2 SH3BP5 SHCBP1 SIAH3 SLC25A27 SLC30A4 SMAD1 ST6GALNAC1 ST8SIA6 STAMBPL1 STMN1 SYNPO TANC1 TCF7 TDRKH THEM4 TMEM176A TMEM176B TRAT1 TREML2 TRIB2 TRIM25 TRPM6 TXLNA TXNDC16 UBE3D VAX2 VIPR1 WDR46 WWP1 ZHX3 ZNRF1 GSE3920_UNTREATED_VS_IFNA_TREATED_ENDOTHELIAL_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3920_UNTREATED_VS_IFNA_TREATED_ENDOTHELIAL_CELL_DN ABTB3 ACSS3 ADGRE5 ANP32E ANXA6 ARHGAP19 ASB13 ASRGL1 ATG16L1 ATM ATP10A B3GNT2 BBS10 BTBD10 BTLA BZW2 CCNO CCR3 CD5 CD69 CD82 CDK5RAP3 CDX1 CEP57 CLEC3B CMTR1 COX6A2 CRYBB3 DAXX DBR1 DNTT EFHC2 ELOVL5 EMB ENTPD5 EPRS1 ETNPPL EVL EZH2 FAM193B FAM53B FHIP1B FLNA FLNB FNTB GABBR1 GFI1 GMCL1 GNAS GPSM2 GTF2I GZMM HARS2 HELZ2 HERPUD1 HGSNAT HOPX IAPP IARS1 IFIH1 IFIT1 IFNGR1 IL12RB2 IMMP2L INO80 IQGAP2 ITGB1 ITGB3 ITPR1 JAKMIP1 JTB KCNK2 KCTD10 KIRREL2 KLHL12 KMO KRTAP5-1 L3MBTL3 LEF1 LHFPL6 LSM14A LY6D MAN2A2 MBNL3 MCM5 MCM6 MFSD2A MKI67 MPPE1 MRPL30 MSS51 MYL4 NANOS2 NEMP2 NIBAN1 NONO NR3C1 NRM NUDT21 OARD1 PAIP2B PATJ PDE2A PHF2 PLSCR4 PNPT1 POLE2 POLG2 POU6F1 PPA1 PPAT PRMT5 RASGRP1 RBBP6 RBMX RDH13 REXO1 RINT1 RORA RPL19 RPL3 RYK SARS1 SEC11A SEC16B SETDB2 SIGLEC15 SIT1 SLAMF1 SLC14A2 SLC38A2 SLC38A8 SLC6A7 SLC7A6 SMC3 SMS SOS1 SPATA6 SPNS3 STARD4 STAT4 TAF15 TAPT1 TARS1 TBC1D16 TBRG1 TCF12 TCOF1 TFAM TMEM150A TMEM154 TOMM20 TOP2A TTC39C TTC7B TUFT1 USP24 XAF1 XPO7 ZBTB33 ZC3H14 ZDHHC20 ZEB1 ZHX2 ZNRF1 GSE3920_UNTREATED_VS_IFNA_TREATED_ENDOTHELIAL_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3920_UNTREATED_VS_IFNA_TREATED_ENDOTHELIAL_CELL_UP ACER3 ADAM17 ALCAM ANXA3 APOC1 ARL8B ATP5IF1 ATP6AP2 ATP6V0D1 ATP6V1E1 ATP6V1G1 ATP8A1 B4GALT6 BASP1 BCL2L1 CABYR CALM3 CAPZB CCL7 CD300LF CD33 CD68 CD86 CEP170 CFLAR CGRRF1 CHMP5 CKB CPNE2 CRYZL1 CSF1 CSF3R CTNNA1 CTSA DAB2 DCLRE1C DCXR DOCK4 DST DUSP16 DUSP6 DYNLT3 EEA1 EFHD2 EHD4 EXTL3 FABP4 FABP7 FBLIM1 FGL2 FMNL2 FNDC3A FRRS1 FUCA1 FXYD5 GAB2 GLRX GPD2 GTF2H2 GUSB HDAC9 HLX HMOX1 HSF2 HTR2B ID2 IDH1 IFITM1 IFT22 IL10 IL18 IL5 INTS12 ITGAM ITGAV ITGB2 JUN LAG3 LAMP1 LAMP2 LEPROT LIPA LMAN1 LMBRD2 LRP1 LRRC58 LYN MAFG MAP4K3 MCFD2 MMP27 MMP8 MPI MRC1 MRPL11 MS4A4A MSRB1 NAV3 NCEH1 NDEL1 NPC2 NRP2 NUDT2 OLFML3 P2RX4 PDE7B PDGFA PDPN PHYH PLAU PLEK PLEKHB2 PLEKHO2 PLK3 PLXNA1 PLXNB2 PPHLN1 PPP1R7 PRF1 PROS1 PRSS46P PTGS1 PTK2B RAB14 RAP2A RBM47 RGS1 RNF103 SAMSN1 SBF2 SCAMP1 SCAMP2 SDCBP SEMA4D SEPTIN2 SERP1 SKAP2 SLC15A3 SLC29A3 SLC31A2 SLC38A6 SLC43A2 SLCO2B1 SNAP23 SNX13 SNX29 SNX30 SNX5 SPP1 SPTLC2 SRGAP2 STAB1 STOM TBXAS1 TENT5C TGFB3 TGS1 THEMIS2 TIMP2 TLR3 TLR7 TMBIM4 TMCC3 TMEM176A TMEM86A TNFRSF4 TPST1 TRAPPC2 TRAPPC2L TREM2 UBASH3B UBC UBL3 VPS35 ZNG1A GSE3920_UNTREATED_VS_IFNA_TREATED_FIBROBLAST_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3920_UNTREATED_VS_IFNA_TREATED_FIBROBLAST_DN AATF ABI3 ACACA ALG11 APOBEC1 ARAF ARG1 ARHGEF7 ARMC6 ASRGL1 ATG4B ATP6V1G2 ATXN2 BCL7C BLM BLTP3B BRI3BP C18orf21 C1QBP C21orf62 CA12 CAMKMT CASP4 CCDC80 CCNYL1 CDC42BPA CDYL2 CEP192 CEP76 CHERP CHPF2 CHST12 CLDN12 CSRNP2 CTDNEP1 CWC27 CWF19L1 DANCR DDIT4 DDX31 DDX51 DENND11 DHX30 DISP1 DLG3 EDC4 EFTUD2 EIF3B EIF3D ELP5 ERAP1 EXOC6B FAM43A FBF1 FCMR FNDC10 FOXRED2 FRRS1 FTO GDPD5 GFM2 GGT7 GIGYF2 GMDS GNAQ GNL3 GOLGA1 GON4L GOPC GPI GPS1 GPT2 GPX4 GRK5 GSDMD GSDME GSPT1 HEATR5B HGH1 HK2 HS3ST1 IFITM3 IFRD2 IGF2BP2 IL6 IL9 IRGM IVD JAK2 KMT2D KRI1 KRIT1 LIF LIX1L LPGAT1 LPP LRP12 LRPAP1 LRRC28 MAFG MAN1A2 MAP3K2 MARK4 MAST3 MCTP1 METTL16 MEX3A MPZL1 MRPL38 MRPL4 MRS2 MSI2 NAA16 NOP14 ORAI3 ORC1 ORC2 OSGIN2 OSM PBX3 PCCA PCGF2 PCM1 PDE7B PES1 PEX12 PEX3 PFKP PLA2G12A PLBD2 PLCD4 PLD1 PLD3 PPP1R3D PREP PTPN2 RAB20 RBM12 RBMX2 REPIN1 RHOQ RNF123 RNF19A RNF19B RRP8 RSRC1 RTF2 RUNDC1 SAC3D1 SGCE SLC35F5 SLC35G1 SLC39A10 SLC52A3 SNAP23 SNN SNUPN SNX8 SPATA5 SRP54 SUCLG1 SURF2 TBC1D19 TBC1D7 TBC1D8B TBC1D9B TEFM TGFB1 THYN1 TMEM51 TNFSF9 TNIP1 TRMT2A TSPYL2 TXNDC9 TYK2 TYW1 UBTD1 UMPS UQCC6 UTP11 UXS1 VEGFC VPS41 VPS53 WDR20 XPC YTHDF3 ZBTB4 ZCCHC10 ZCCHC24 ZCCHC3 ZDHHC13 ZFP62 ZFTA ZMAT1 ZMYM3 ZNF142 ZNF81 ZSCAN21 GSE3920_UNTREATED_VS_IFNA_TREATED_FIBROBLAST_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3920_UNTREATED_VS_IFNA_TREATED_FIBROBLAST_UP ABL2 ABTB2 ACR ADAM9 ADARB1 ADGRD1 ADORA1 ADORA2A ADORA2B AEN AHI1 AKAP13 ANKRD17 ARL5B ATF4 ATG16L2 ATXN7 BAIAP2 BCL2L1 BCL2L11 BIRC3 BLCAP BRWD1 BTG1 C1QTNF3 CCL3 CCNK CCNL1 CCNL2 CCR8 CD274 CD69 CD83 CHD2 CISH CLDND2 CLIP2 CLK1 CLK4 CPD CSRNP1 CXADR DCAF12L1 DGAT1 DHX40 DNAI7 DNAJB2 DUSP14 DUSP2 DUSP4 DUSP8 ELAVL3 ELL2 EPC1 ETV3 FAP FBXW9 FEM1C FGD3 FNIP1 FOXO1 FXYD7 GABARAPL1 GADD45B GNPTAB H1-7 HERPUD1 HIVEP1 ICAM1 IL3 ITGAV ITK JMJD1C JMY KBTBD7 KDM2B KRTAP5-3 LANCL3 MAFG MAP3K7 MAPK8IP3 MBTD1 MIR155 MIR23B MNT MST1R MT2A MXD1 MXI1 NAB2 NDRG1 NFAT5 NFKB1 NFKBID NFKBIZ NINJ1 NMD3 NNAT NR3C1 NR4A3 ODC1 ORAI1 PAN3 PDCD1LG2 PHLDA1 PHLDA3 PIM1 PLK3 PPP1R16B PPP2R2A PTGER2 RABGEF1 RARA RASA2 RELA RELB RHBDD1 RNF149 RNF157 RORA RRAD SAFB2 SARAF SDCBP2 SESN2 SH2B3 SH2D2A SIAH2 SIDT2 SIK3 SIPA1L2 SLC15A3 SLC17A6 SLC25A19 SLC7A1 SMOX SPAG9 SPATA2 SUCO SV2C TASOR2 TGIF2 TINF2 TMEM44 TMEM67 TNFAIP3 TNFRSF10B TNKS TOM1 TRAF1 TRAF3 TRIM42 TTC19 TUT1 TUT7 UPB1 USP31 USP53 USPL1 VPS37B WNK1 ZBTB43 ZBTB46 ZC3H12A ZFAND2A ZSCAN18 ZSWIM4 ZSWIM6 GSE3920_UNTREATED_VS_IFNB_TREATED_ENDOTHELIAL_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3920_UNTREATED_VS_IFNB_TREATED_ENDOTHELIAL_CELL_DN AASDH ACSF3 ACTN1 ADAL ADD1 ADD3 AIFM1 AKAP1 AKR1B10 AMMECR1 ANAPC1 ANKRD44 APBB1IP APEH APLF ARHGAP11A B3GLCT BICRA BRAT1 C16orf54 CALHM2 CASD1 CCDC15 CCNA2 CCNB1IP1 CCNH CD200R1L CEP70 CKAP5 CLCC1 COPG2 CRMP1 CS CYB5R4 DCLRE1A DDX60 DEF8 DET1 DIS3L DNAAF10 DPY19L1 E2F6 E2F7 EIF2AK2 ELP2 ELP4 ESCO2 ESYT1 EXD2 FAM111A FAM20B FAM78A FANCB FANCD2 FGL2 FIGNL1 FLNB FOXK1 GEN1 GMCL1 GPAM GYS1 H1-5 H2AC15 H4C14 H6PD HERC5 HGSNAT HPSE HSH2D HYLS1 IFI44 IFIT2 IL2RB IMMT INTS4 IQCE IQGAP2 KIF11 KIF21B KLF2 KLHDC1 KLHL42 LARS2 LRRC8C MAN2A1 MCM4 MEN1 METTL17 MSH2 MTPN NAAA NAIF1 NCAPG NELFCD NINJ2 NR1I3 NSD2 NUSAP1 NXPE3 OXSM PEX10 PGBD1 PGD POLE2 POLH PPA2 PRC1 PREX1 PRKACB PRR12 PYGB RAB3A RAD50 RIPOR2 RNASEH2B RPA1 RPA3 RPP25 RRM2 RYK SAE1 SAMM50 SEL1L SEMA4F SGO1 SGO2 SIKE1 SKP2 SLC25A12 SLC25A53 SLC33A1 SLC35A5 SLC39A10 SLC39A3 SLC44A2 SMYD4 SPC25 ST7L SUN1 SVIL SYT11 TADA3 TBC1D13 TCF3 TDP1 TET1 TFDP1 THEMIS TIPIN TMED8 TMPO TMX1 TNFSF10 TONSL TOP2A TRIM21 TRIM65 TSC2 TSPY26P TSPYL4 TTYH3 VPS13C VRK3 WEE1 XK XPO7 YEATS2 ZBTB45 ZC3H4 ZDHHC6 ZFP41 ZMPSTE24 ZMYM3 ZNRF2 GSE3920_UNTREATED_VS_IFNB_TREATED_ENDOTHELIAL_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3920_UNTREATED_VS_IFNB_TREATED_ENDOTHELIAL_CELL_UP ABCC4 ACKR3 ACOX2 ADAMDEC1 ADGRV1 AFF3 ALOX12 ANGEL2 ANKRD11 ANKRD13A AP1G2 AP1M1 AQR ARID1A ASPH BICRAL BID BNIP3L BUB3 C2CD5 CA2 CABLES2 CASP7 CBX5 CCDC81 CCNI CD86 CDK19 CDT1 CELF2 CENPL CERCAM CHCHD10 CHDH CHKB CLCF1 CNTROB CSF1R CTBP1 CXCR4 CYB5R1 DCBLD1 DCK DDX4 DHDDS DOCK2 DPEP3 DPY19L1 DTD2 DUSP18 ECT2 ETS1 EZR F2RL1 FBXO22 FBXO3 FOSB FOXP4 FUT11 FZD6 GABPA GABPB2 GAS6 GRAMD1A GTF2I GXYLT1 HEBP1 HIGD1C HLA-DRA HMX3 HTATSF1 HYDIN IFNAR1 IGLC7 IGLL1 IL15 IL18 IL1RL2 ISYNA1 ITSN1 JCHAIN JUN KBTBD2 KBTBD7 KCTD20 KDM5A KIF2C KLF13 KLF2 KLF3 KLF6 KLRG1 KLRK1 LANCL2 LEPROT LGALS3 LIMK1 LIMK2 LPL LRATD2 LRP10 LYRM9 MAP4K4 MARCHF7 MARK2 MAU2 MCMBP MCU MFSD14B MROH2A MRTFA MSL1 MTDH MTMR12 MTMR9 MTUS1 MUC13 MYO1D MYO1G N4BP2 N4BP2L1 NAAA NCF1 NEK11 NHSL2 NIPAL3 NSD3 NXPH2 ORAI2 OSER1 OVGP1 PAQR8 PBXIP1 PCNT PDCD6 PDPR PDS5B PID1 PIGC PITPNC1 PLCXD2 PMM2 POLR3C PPM1A PPP1R21 PRKAB2 PTGDR PTTG1 RERE RET RFK RGS2 RGS20 RNASE4 RTP4 RUNX2 SERPINI1 SFT2D2 SH2D1A SH3D19 SIGIRR SIK1 SKA3 SLC25A20 SLC25A25 SLC25A45 SLC6A20 SMAD4 SMG6 SPIN1 SSH2 ST7L ST8SIA4 STAG2 STMN1 SVIL TACC1 TANGO2 THBD TINF2 TMC7 TMEM183A TMIGD1 TRPM7 TSGA10 TXK UAP1 UBALD2 UBE2D2 URB1 USP6NL VANGL2 VEZF1 VIRMA VPS4A WDR82 YPEL5 ZCCHC2 ZFP36 ZSCAN29 GSE3920_UNTREATED_VS_IFNG_TREATED_ENDOTHELIAL_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3920_UNTREATED_VS_IFNG_TREATED_ENDOTHELIAL_CELL_DN ABHD8 AGO1 AKAP1 ALAD ALG11 AMFR ANAPC1 AP1AR AQP9 ASB8 ATG9B BCKDK BLOC1S6 CAD CCDC71 CDCA7 CDK19 CENPV CHTF8 CINP CLINT1 CLSTN3 COPA CSNK2A1 CTSS CTSZ DDB1 DEF8 DFFA DGCR8 DNAJA3 EDEM2 ELP2 ERMP1 EXTL2 FADS1 FAM20B FBXL14 FBXO5 FGFR1OP2 GART GATAD1 GATD1 GBF1 GNA12 GPD1L GRK2 GRN GTF2H4 H6PD HEXIM2 HIPK3 ISOC1 ITPRIPL1 JAGN1 JTB KBTBD11 KCTD1 KCTD21 KIF1C KPNA6 LAMTOR3 LASP1 LEPROT LEPROTL1 LGALS3BP LHPP LIMD1 LPCAT3 LRRC8C MAEA MBD3 MCM2 MED18 MED23 MEN1 MESD METTL13 METTL8 MEX3D MFSD1 MIGA1 MLEC MRPL11 MRPL14 MRPL44 MRPS2 MTFR1L MTMR3 MTMR4 NACC1 NAGPA NAPEPLD NDUFAF1 NDUFS7 NOMO1 NPC1 NUDT1 NUDT16 NUP160 OXSM PATZ1 PBK PBRM1 PCCB PCYOX1 PCYT1B PES1 PFAS PFKL PHF2 PHLPP2 PIGC PIGQ PIGS PIK3R4 PLIN3 PLRG1 PLXNB2 POLR2B POLR2M PREP PRPF8 PSMB5 PSMD1 PTPN11 RETREG2 RMDN3 SCARB1 SDC3 SEC23IP SEC24C SETD3 SGPP1 SLC25A16 SLC25A44 SLC25A51 SLC39A3 SNAP23 SNAPC2 SPCS3 SPTLC2 SRD5A3 SREK1IP1 SRM SSX2IP SUPT7L TARBP1 TBC1D14 TBL1XR1 TEX261 TGM2 THOC3 TIMELESS TMCO1 TMED7 TMEM168 TMEM177 TMEM185A TMEM41A TMEM50B TMEM9B TMTC4 TRAM1 TRAPPC10 TRIM32 TRIM7 TSC2 TSFM TYRO3 UBE4B UBIAD1 UBQLN4 USB1 USP21 WDR18 WDR77 XKR8 XPNPEP1 ZBTB22 ZDHHC3 ZFTRAF1 ZNF106 ZSWIM1 GSE3920_UNTREATED_VS_IFNG_TREATED_ENDOTHELIAL_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3920_UNTREATED_VS_IFNG_TREATED_ENDOTHELIAL_CELL_UP ADAM28 ADH4 ADORA2A ADORA2B AEN AGO4 ANKRD61 APTX ATG16L2 BACH1 BAIAP2 BAX BDKRB1 CARS1 CBR3 CCL4 CCR8 CD274 CD69 CDK11B CDKN1A CEACAM19 CHAC1 CHD2 CHKA CNGB3 CPEB2 CRABP2 CREM CSRP1 CXCL10 CYP24A1 CYP2E1 DGAT1 DKK2 DUSP16 DUSP4 DUSP5 EGR1 EGR2 EGR3 EHD1 ELP1 EMD ERCC6 FANCC FBXW9 FGD3 FGFR1 FLRT3 FNIP1 GABRA4 GADD45B GARS1 GRIK2 HNRNPH1 HNRNPH3 HRH3 HTR2C HTRA4 IL2 IRAK2 ISY1 ITK KATNA1 KDM6B KPNA7 KRT76 KRTAP26-1 LIF LITAF LRATD2 LSG1 MAL MAP2K3 MFSD2A MIR185 MIR23A MIR31 MIR615 MS4A12 MYBPC3 MYO10 MYOC NFKBIZ NR4A3 NRL ORAI1 OSBPL10 OTOG PER1 PKD1L1 PLAAT5 PLAU PLK3 PLSCR2 PMEPA1 PMFBP1 PNMA1 PPP1R14D PPP1R16B PRRG4 PSD PTCHD1 PTPRR RAMP3 REL RGS16 RGS4 RND3 RPH3A RRAD RUNDC1 SAFB2 SDAD1 SEMA6A SGMS2 SH2D2A SIK1 SLC38A2 SLC3A2 SLC7A1 SMOX SPAG9 SPESP1 SPIN4 STAP2 TBXT TET2 TFRC TGIF1 TMEM52 TMTC3 TNF TNFAIP3 TNFRSF25 TNFRSF4 TNFSF11 TNIP2 TRAF1 TRAF2 TRIB3 TSC22D2 TTC19 URM1 USP36 UTF1 VGLL2 VPS37B WFIKKN1 ZC3H12A ZFAND2A ZFPL1 ZMYND12 GSE3920_UNTREATED_VS_IFNG_TREATED_FIBROBLAST_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3920_UNTREATED_VS_IFNG_TREATED_FIBROBLAST_DN ABHD15 ACP3 ACSBG1 ADARB1 ADGRG3 AEBP2 ALS2CL APPL2 ARHGAP31 ARHGAP5 ARHGEF12 ARID2 ARRB1 ATP10D B4GALT4 BIK BMAL1 BTG1 BTG2 CAMSAP2 CARD6 CASTOR2 CCDC102A CCDC63 CD28 CD302 CD72 CDH5 CDKL5 CERK CLEC12A CLIP2 CLK1 CMTM6 CORO2A CPM CYSLTR2 DCAF6 DDX5 DDX60 DGKG DISP1 DPY19L3 DST ECM1 ELANE EMB EML5 ETV3 EXOC6B FAM20A FHIP1B FNBP4 FSD1L GABBR1 GGT5 GPR183 GTF2IRD2 HERC3 HS6ST1 IFNGR2 IGFBP4 IGFLR1 IL17A IL17RC IL17RE IL1R1 IL1RL2 IL23R IL2RA IL6R INSR ITGA5 JAML KAT6B KIF13A KIF1B KIF5C KLF7 KLHL3 KLHL6 LCN8 LCORL LPAR6 LRIG1 LTB LYSMD2 MALT1 MGLL MITF MYO10 MYO9A NEBL NEDD4L NR1D2 NR1I3 NT5E NTRK3 NXPE3 OGT PAN3 PARP8 PBXIP1 PDE3B PGM2L1 PLCB4 PLEKHF1 PPP1R3F PRICKLE3 PRKCB PRRG1 PTPRZ1 R3HDM1 RAB11FIP1 RAB3GAP1 RAB4A RAB6B RAMP1 RBL2 RFLNB RGS10 RIPK3 RORA RORC RPRD1A RRAS2 SAA2 SATB1 SCAI SCP2 SEC22A SEMA4F SESTD1 SFMBT2 SGMS1 SIPA1L2 SLC12A7 SLC7A8 SMOX SOCS3 SPEF2 ST6GALNAC3 ST8SIA1 TACSTD2 TAF4B TAGAP TANC1 TBC1D30 TBXA2R TCP11L1 TDRKH TEX2 TGM2 TMEM176A TMEM176B TMIGD1 TREML2 TRIB2 TRPM6 TSC22D1 TTYH3 TUFT1 TXK UPP1 USP32 USP6NL VAX2 VPS13C WWP1 XKRX XYLT2 ZBTB20 ZC3H12C ZDHHC8 ZHX2 ZHX3 ZMYM2 ZNF318 ZNRF1 GSE3920_UNTREATED_VS_IFNG_TREATED_FIBROBLAST_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3920_UNTREATED_VS_IFNG_TREATED_FIBROBLAST_UP ABCF1 ABCF2 ACBD4 ACOXL ACTR1B ADAM19 ADSL ALAD ANKRD52 ANKRD55 ANXA1 ARMC1 BHMT BOK C1RL CACNG8 CAD CARMIL1 CASP1 CASS4 CAV3 CCDC3 CD7 CDC45 CLCA3P CLSTN1 CLTC CNPY1 COL9A1 COQ7 CYB561 CYP2W1 DCAF15 DCLK1 DCLRE1B DCP2 DDB1 DENR DMWD DNPEP DOLPP1 DUSP6 EFHD2 ELMO2 ELP3 ENTPD1 ENTPD4 FAM185A FAM20B FBXL7 FGF13 FOXA1 FOXA2 FUT1 G3BP1 GAS7 GATAD2A GCM2 GFI1 GFOD1 GPX8 GTF2A1 GTF2B GZMA HAUS7 HAX1 HEATR5B HK1 HRCT1 IKZF3 IL12RB1 ITGB1 KATNB1 KCNG3 KIF2B KLHL1 KPNB1 KYAT3 LAMB3 LAP3 LMO4 LPCAT4 LPIN2 LRP10 LRRC43 LRRK1 MAB21L1 MED24 MED25 MEG3 METRN MOXD2P MT3 NADSYN1 NANS NAT1 NCOA1 NEFH NEUROD6 NHP2 NRP1 NUDT15 NUTF2 OBSCN ONECUT2 OTP P2RX5 PDCD1LG2 PGLYRP3 PKIG PLCB3 PLG PLXDC2 PPFIBP2 PPL PPP1R14B PSMB5 PSMD3 PSMD7 PTP4A3 PTPN23 PUS10 RAVER2 RDH13 RIPK2 RNF126 RPA2 RPIA SCLY SDHB SGSM1 SH3RF2 SLC22A9 SLC26A9 SLC39A3 SLC46A3 SLC48A1 SLCO4A1 ST6GALNAC4 STIM2 STIMATE STX18 SYT9 TAPBPL TCF3 TEX101 THG1L TIMM13 TKT TMEM104 TMEM120A TMEM171 TMEM184A TMEM97 TMPRSS12 TMPRSS3 TSFM TTC7B TWF1 UGCG USP44 USP5 WFDC13 XK ZBTB38 ZFPM1 GSE39382_IL3_VS_IL3_IL33_TREATED_MAST_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE39382_IL3_VS_IL3_IL33_TREATED_MAST_CELL_DN ABI1 ABRAXAS2 ABTB2 ACHE ACOT9 ADIRF AK4 AP3S2 APOL1 APOL3 AQP3 AQP9 ATP2B4 B3GNT4 BAK1 BATF3 BCL2L14 BIRC3 BPNT2 C1R C1orf21 C3orf14 C5orf15 CAMK1G CASP1 CBX4 CD2BP2 CD47 CDH8 CENPJ CFLAR CKAP4 CLEC2D CLSTN3 CMTR1 COA1 CRISP1 CSRNP2 CSTF3 CTC1 CTNNBL1 CUL1 CYLD DDX60 DEPP1 DESI1 DIAPH1 DIPK1A DMAC2L DNAJB5 DNAJC15 DOP1A DRAM1 DYNLT1 EIF6 ELF4 ELMO2 ENY2 ETV7 FCHSD2 FSTL3 FUBP1 G0S2 GAD1 GADD45G GART GCH1 GPR153 GRSF1 GTPBP1 GUCY1A1 HERC5 HERC6 HESX1 HSPA4 ICAM1 ICOS ID2 IFIT2 IFITM3 IFNG IGF2BP2 IGFBP4 IL1RN IL4R INSM1 IRF1 IRF7 IRF8 ISG15 JAK2 KCNN4 KDM4D KIFAP3 KIR2DS5 KLF5 LAMB3 LARP1 LIMK2 LMNB1 LY6E MAP3K13 MAP3K9 MCL1 MIA MIA3 MN1 MSC MT3 MTF1 MX1 MX2 MYH11 MYO10 NAMPT NETO2 NFKB1 NFKB2 NINJ1 NR4A3 OAS1 OAS3 OR7E36P PCNX1 PDGFRA PFKFB3 PGM3 PIGB PKIG PLAAT4 PLAC8 PML POMP POTEKP PPP1R16B PPP1R1A PPP3CC PRG4 PRKCQ PSMB10 PTPRU PVR RBMS2 RCN1 RDX RELA RFTN1 RHOG RIPK2 SBNO2 SCO2 SGCB SLC1A2 SLC25A28 SLC31A2 SLC39A8 SNIP1 SNX10 SP110 SPATS2L SPDL1 SSTR2 STEAP3 STK17B STOML1 STX11 TAB2 TAGLN2 TARP TARS1 TBC1D9 TBL1Y TDRD7 TES TMEM131 TMEM132A TMEM158 TNFAIP2 TNFAIP3 TNFAIP6 TNIP1 TRADD TRGV5 TRIM21 TRIM22 TRPC4AP TSFM TSKU TUBB3 TXN TYMP UBB UBE2NL USP18 VAC14 WASL WDR55 WTAP XPNPEP1 ZBTB17 GSE39382_IL3_VS_IL3_IL33_TREATED_MAST_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE39382_IL3_VS_IL3_IL33_TREATED_MAST_CELL_UP ABHD10 ABHD6 ABL1 ADA2 ADAM10 AKR1A1 ALDH4A1 ALDH6A1 ALDH9A1 ANKFY1 ANKRD6 AP2S1 APEH APH1B ARHGAP17 ARHGAP4 ATP5MG BLTP2 BRWD1 BST1 BTBD2 CAB39 CACYBP CARS2 CAT CBR4 CBX7 CD37 CD74 CD9 CDC40 CERS2 CHCHD7 CITED2 CLTC COQ9 CORO1B CREBL2 CTDSP1 DBP DDOST DENND1C DGLUCY DPEP2 DYRK4 EFCAB11 ELOB ENOSF1 EPB41L2 FAM8A1 FIS1 FKBP15 FKBP1A FOCAD FRAT2 GASK1B GATM GDE1 GID8 GIGYF2 GNPDA1 GSE1 GSN GUSB HACD1 HDAC5 HEATR3 HELZ HGSNAT HIGD2A HLA-DPB1 HLA-DQB1 HMGB2 HPS1 HS2ST1 HSP90B1 HSPBAP1 HTT IFFO1 IFNGR1 IKZF1 INTS8 IRAK1 ITGAE ITPK1 KIAA0232 KLF7 KLHDC3 KLHL7 LMBRD1 LRP5L LRRFIP1 LY86 LZTFL1 MARF1 MAT2A MCM2 ME1 MGAT1 MGST2 MGST3 MICAL1 MKNK1 MRM2 MS4A4A MTO1 MXI1 NACA NCKAP1L NCOR2 NDUFA4 NDUFB8 NENF NFATC1 NTAN1 NUP43 OGT OLR1 OSBPL11 OTULINL PARL PBX3 PCBP2 PCK2 PCMTD2 PCSK5 PDXK PFDN5 PIGP PIK3CD PIK3R1 PILRA PIP5K1C PLAU POLR2L POR PPP1CC PPP3CA PRKAR2A PRKD3 QDPR QKI RAD51AP1 RAMP1 RASGRP3 RASSF1 REPS2 RMND5A RNFT1 RPL35A RPP14 RPP30 RPS23 RPS6KA2 RTN3 SCARB1 SCLY SELENOT SELPLG SH3GL1 SIAH1 SIGIRR SLC25A6 SLC2A8 SLC2A9 SLC5A3 SLC66A2 SLC7A8 SMYD2 SNHG32 SNRNP200 SPINT2 SRGAP3 STAB1 STAM STARD13 STAU2 SURF1 SYK TACC1 TACC3 TBC1D5 TDP1 TET3 TM9SF1 TNFRSF14 TRIM23 TULP4 TXNIP UBAP2L UNC119 UQCR11 UQCRQ UROD VAMP4 VAV1 VEGFB WDR26 ZMIZ1 ZNF395 GSE39556_CD8A_DC_VS_NK_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE39556_CD8A_DC_VS_NK_CELL_DN ABCB4 ACSM3 ADAM19 ADAM23 ADARB1 AEBP1 AGL ANXA2P1 AOX1 APBB2 APLP2 ATP2B1 BCL7A BLCAP BNIP2 BTG1 BTK CAND2 CARD10 CBLB CCDC69 CD180 CD19 CD22 CD38 CD55 CD72 CEMIP CLCN4 CRYM CTDP1 CTF1 CXCL2 CXCL3 CYLD CYTH1 DAAM1 DENND4A DNASE1L3 DNMBP DOP1B DPY19L2P2 DTX4 DYNC2LI1 DZIP3 EMP3 EPHX2 ESYT1 EVI5 EXOC3 FCHSD2 FIG4 FOLR1 FST GARRE1 GAS7 GATAD1 GNAZ GORASP1 GPM6A GPR18 GRN GSDME GUCY2C H2BC21 H3C4 HABP4 HCK HDAC9 HERPUD1 HEXA HRK IBTK IFNGR2 IL4R IQCE IRAG2 IRF4 IRS1 KMO KPNA6 LAMA5 LRP10 LYN LYST MAPK12 MAST3 MC5R MCL1 METTL7A MGLL MIA2 MKRN3 MPPED1 MSH3 MTCL1 MTMR1 MTMR6 MTSS1 MYO1C NADK NIPA2 NT5E OAS2 PDGFRA PDIA5 PDLIM1 PEX2 PHEX PHF8 PIM2 PIP5K1B PLAGL1 PLCL2 PLG POM121L9P POU4F1 PPP1R16B PPP1R26 PRKCB PSD4 PSEN2 PTAFR PTPN18 PTPN2 PTPN21 RALGPS1 RAPGEF5 RASGRP1 RELB RGS16 RGS2 RGS4 RHOBTB1 RHOH RIMS3 RIPOR2 RNASE6 RNF13 RNF41 RNGTT ROR1 RPS6KA2 RYK S1PR1 SBSPON SERPINB8 SERPINF1 SETBP1 SETX SGCE SH2B2 SH2B3 SIK1 SIPA1L3 SIT1 SLC17A4 SLC25A4 SMAD7 SMCHD1 SNAPC2 SP100 SP110 SPG11 SPIB SPINT2 ST6GAL1 STAT6 STS STX7 SUSD6 TACC1 TADA3 TBC1D1 TES TFDP2 TGFBR2 TJP1 TMX4 TNFAIP1 TNFAIP8 TNFRSF17 TRAT1 TRIB2 TRIM22 TTN UVRAG VDR VNN2 VPS13B WASF1 XYLT1 YIPF1 ZBTB18 ZEB2 ZFP36 ZKSCAN4 ZSCAN9 GSE39556_CD8A_DC_VS_NK_CELL_MOUSE_3H_POST_POLYIC_INJ_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE39556_CD8A_DC_VS_NK_CELL_MOUSE_3H_POST_POLYIC_INJ_DN ABCB4 ABCG1 ABLIM1 ACSM3 ADH1A AKAP11 ALG13 ANKRD17 ARAP2 AREL1 ARHGAP32 ARL6IP5 ASAH1 ATAD2B ATG14 BAZ2A BAZ2B BLCAP BTBD3 C6orf62 CAND2 CD19 CD55 CD69 CDK12 CEBPD CLCN4 CLCN6 CRIM1 CSK CSNK1D CXCL2 CXCL3 CYLD CYTH1 DAPK1 DHRS7 DNAJC16 DOCK4 DOCK9 EFCAB14 ESYT1 EVI5 F13A1 FAM8A1 FBXL5 FCGRT FCMR FEZ2 FOLR2 GABBR1 GADD45G GALC GAS7 GCA GH1 GLS GORASP1 GRSF1 H2AC6 H2BC12 H2BC21 H2BC5 H3C4 HABP4 HBP1 HCK HCP5 HDAC9 HEXIM1 HHEX HLA-DMB HLA-E HLX HMHB1 IDH1 IFNGR1 IFRD1 IFT20 IL16 IL4R IMPA1 ITPR1 JADE2 JRKL KDM6B KLF7 KLHL18 KMO KPNA6 KRT35 LAMA5 LDOC1 LINC01138 LRP10 LY75 LYST LYZ MAGI2 MAP3K8 METTL7A MGLL MIA3 MIOS MKNK1 MOB4 MORC3 MPPED2 MTMR3 MTSS1 MX2 MXI1 MYO1C N4BP2L2 NFKBIE NTS OAS1 OAS2 OPTN PATZ1 PBXIP1 PCMTD2 PDIA5 PHF21A PLEC PNISR POU4F1 PPP1R16B PPP1R2 PRKCB PSD4 PSEN1 PSEN2 PTPN2 RABGAP1 RAG1 RASSF8 RBM19 RELB RFX5 RGL2 RGS16 RGS6 RHOBTB1 RHOH RIPOR2 RNASE2 RNASE6 RNF11 RNF13 RNF14 RNF41 RPS6KA1 RPS6KA2 RYK SATB1 SBSPON SENP6 SERINC1 SERPINF1 SETBP1 SETX SIN3B SLC7A6 SMAD7 SPINT2 SPTA1 SRSF8 ST6GAL1 STAT6 STX12 STX7 TERF2IP TFE3 TLE1 TLR2 TMSB4Y TNFAIP3 TOGARAM1 TOR1AIP1 TRAF6 TRIB2 TRIM13 TRIM22 UBL3 VAMP3 VAMP4 VDR VNN2 YIPF1 YTHDF3 ZDHHC17 ZEB2 ZFP36 ZFYVE16 ZKSCAN4 ZNF195 ZNF202 ZNF32 GSE39556_CD8A_DC_VS_NK_CELL_MOUSE_3H_POST_POLYIC_INJ_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE39556_CD8A_DC_VS_NK_CELL_MOUSE_3H_POST_POLYIC_INJ_UP ABHD3 ACAT2 ACOT7 ADCY3 AKR1B1 ALDH7A1 ANP32E AP3B1 APOBEC3B ARHGAP11A ARHGAP19 ATP1A3 AURKA BARD1 BID BLM BRCA1 BUB1 BUB1B C1orf216 CAMSAP1 CCNA2 CCNB1 CCNB2 CCNE1 CCNE2 CCNF CDC20 CDC25C CDC27 CDC45 CDC6 CDC7 CDK1 CDK2 CDKN2C CDKN3 CENPA CENPE CEP131 CEP43 CHAF1A CHEK1 CHEK2 CIT CKS1B CKS2 CLGN CLIC4 COCH COQ2 CSE1L CTNNAL1 CTSW DBF4 DDB2 DHFR DLG3 DLGAP5 DNA2 DPYSL2 DTYMK EBP EFCAB11 ERI2 ESPL1 EXO1 FANCA FANCG FANCI FANCL FHL1 FOXM1 GALE GBA1 GGH GINS1 GMPS GNAQ GPSM2 GTSE1 GUCY1B1 H2AX H4C13 H4C2 HADH HLTF HMGB3 HMGXB4 HMMR HPRT1 HS2ST1 ICMT ID2 IFT25 IGFBP7 JCHAIN KIAA0586 KIF11 KIF14 KIF20B KIF22 KIF23 KIF2C KNTC1 KPNA2 KRT86 LAGE3 LCP1 LGALS3BP LIG1 LINC00342 MACIR MELK MPHOSPH6 MTHFD1 MTHFD2 NAB1 NCAPD3 NCAPH NDC80 NEDD4 NEK2 NEMP1 NET1 NRGN NUDT1 NUP155 NUP205 OIP5 PAICS PAK4 PARP2 PFKM PHGDH PIK3R3 PKIA PKMYT1 PLK4 POLA1 POLE POLE2 POP7 PRIM1 PRIM2 PRKAR2B PRPS2 PRPSAP1 RAD51AP1 RBBP8 REXO5 RFC3 RFC4 RFC5 RNASEH2A RPL39L RRAGD RRM1 RRM2 SAPCD1 SERPINC1 SKP2 SLBP SLC27A2 SLC29A1 SLC30A3 SLC37A4 SLC7A1 SMC3 SMC4 SPAG5 STAU2 STIL STK3 TAF1B TAF5 TBC1D31 TCIRG1 TIMELESS TJP2 TK1 TMEM106C TMPO TOM1L2 TOP2A TPX2 TRAT1 TRIP13 TROAP TTK TUBB4B TUBG1 TXN UBE2S UMPS VRK1 XRCC2 ZWINT ZYX GSE39556_CD8A_DC_VS_NK_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE39556_CD8A_DC_VS_NK_CELL_UP ABLIM1 ACSL1 ACTN1 ADCY3 ADGRA3 AGPS AIF1 ALDH7A1 AMOT ANXA4 AP3S1 AQP2 ARHGEF17 ARRB2 ATIC ATP1A3 ATP2B4 ATP6V0E2 B3GNTL1 BCAT1 BID BMI1 CACNB3 CAV1 CCNA2 CCND2 CD27 CD34 CD96 CD99 CDK1 CENPF CERS6 CHEK1 CIT CKMT2 CKS1B CKS2 CLEC11A COBL CSE1L CYFIP1 CYP1B1 CYRIA DMXL2 DST DUT DYRK3 EBP EDEM1 EHBP1 ERG ERG28 ETFB FANCG FANCL FBLN5 FHIT FHL1 FKBP4 FLT3 FOXM1 FOXO3 FRMD4B GAB2 GALE GART GBP1 GGH GINS1 GLDC GMPS GNAQ GNG11 GRB10 GRB14 GSS GUCY1A1 GYPC H2AX H4C13 HEXB HIVEP2 HLTF HOXA10 HOXA9 HPRT1 HS2ST1 HSPB1 IARS1 IFT25 IGFBP7 IMPDH1 IMPDH2 KBTBD11 KCNS3 KDSR KIF11 KIF23 KIF2C LAPTM4B LCP2 LDHA LGALS3BP LILRA2 LILRB2 LMO2 LST1 MACF1 MACIR MAP4K4 MATK MDFIC MEF2C MLLT11 MPDU1 MPHOSPH6 MT2A MTHFD1 MTHFD2 MYLK NAB1 NAE1 NCAPH NDN NEDD4 NET1 NID2 NME1 NPY NR3C1 NUDT1 PAICS PAPSS1 PDS5A PECAM1 PFKM PFN2 PGRMC1 PLCB1 PLSCR1 PLXNB2 PLXND1 POLE POLE2 PPT1 PRNP PROM1 PRPSAP1 PSD3 PSMG1 PTGER2 RAB13 RCN1 RETREG1 RFC4 RGL1 RPP40 SALL2 SCHIP1 SCML2 SEC63 SERINC5 SERPINB6 SERPINI1 SIGMAR1 SLC25A12 SLC2A5 SLC31A1 SOCS2 SORL1 SPINK2 SRRD ST3GAL6 STARD3 STK3 STT3A SV2A SYNGR1 TCIRG1 THEMIS2 TJP2 TK1 TMEM106C TNFRSF1A TNFSF4 TRAF3IP2 TRAP1 TRIM14 TRIP13 TRIP6 TSPAN7 TTK TUBA4A TXN UBE2C UMPS VCL ZNF248 ZNF423 GSE39556_UNTREATED_VS_3H_POLYIC_INJ_MOUSE_CD8A_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE39556_UNTREATED_VS_3H_POLYIC_INJ_MOUSE_CD8A_DC_DN ABLIM1 ACSL1 ACTN1 ADA ADH1A AFF1 AHCYL2 AIF1 AK1 AKAP12 ALOX5AP AMPD2 ANKRD17 ANXA7 AP3S1 APP ARAP2 AREL1 ARHGAP25 ARHGEF17 ARL6IP5 ARMCX2 ASB9 ATP2B4 ATP6V0E2 AUH BAZ2B BCL11A BEX4 BMI1 CACNB3 CALCOCO2 CD96 CD99 CDS2 CERS6 CHST15 CKMT2 COMT CREG1 DEPP1 DEXI DMXL2 DYRK3 EDEM1 EFCAB14 ERG ETS2 F13A1 FAN1 FBLN5 FCMR FHIT FOXO3 FUT4 FYN GAB2 GADD45A GBP1 GJA5 GLS GNAQ GNG11 GNS GPR171 GRB14 GSN GUCY1A1 GYPC H2AC6 H2BC12 H2BC21 H2BC5 H3C10 HCP5 HHEX HLX HMHB1 HOXA10 HOXA9 IFI44 IFNA2 IGFBP7 IL2RG IMPDH1 IQGAP2 ITGA5 ITPR1 JADE2 KCNS3 KDSR KLF10 KLF7 KLHL9 LAPTM4A LCP2 LGALS3BP LILRA2 LILRB2 LIPA LIPT1 LMO2 LRIG1 LRRC15 LRRC41 LST1 LTB LYZ MAP4K4 MAPK8IP3 MEF2C MLXIP MMRN1 MPPED2 MXI1 MYLK NDRG1 NFYA NR3C1 NRIP1 OR7A5 OS9 P2RY14 PBXIP1 PCMTD2 PDE4B PDE9A PECAM1 PFN2 PHF21A PIP4K2B PLSCR1 PLXNB2 PNISR PPM1F PPP3CC PRKCI PRMT1 PRMT2 PSD3 PTGER2 PTPRE PXDN RAB13 RAG1 RALGAPA1 RECK REEP5 RETREG1 RGL1 RSAD2 SATB1 SCARF1 SEC63 SENP6 SERINC5 SERPINB6 SERPING1 SERPINI1 SIAH2 SLC2A5 SLC31A1 SMAD1 SMARCD2 SNX17 SOCS2 SORL1 SPINK2 SPTA1 SRSF8 ST3GAL6 STAM STARD3 STX3 SV2A SYNGR1 SYT11 TBXA2R THEMIS2 TKT TLE1 TMCC1 TMEM87A TNFAIP3 TNFSF4 TRAF3IP2 TRANK1 TRAPPC6A TSC22D4 TSPAN7 TUBA4A UBA7 UBL3 USP15 VAV1 WASHC4 WWP1 ZFYVE16 ZMIZ1 ZZZ3 GSE39556_UNTREATED_VS_3H_POLYIC_INJ_MOUSE_CD8A_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE39556_UNTREATED_VS_3H_POLYIC_INJ_MOUSE_CD8A_DC_UP ABCB4 ABR ACY1 ADAM19 ADAM28 ADAM8 ADARB1 AEBP1 AGL AHCY AHNAK ALCAM AOX1 APBB2 APOBEC3B AQP7 ARL4A ASMT ASNS ATP2B1 AZGP1 BCL7A BDH1 BIRC3 CBX1 CCDC69 CCNE1 CCR6 CD180 CD19 CD1C CD1D CD48 CD52 CD72 CD83 CDC25B CEMIP CMA1 COCH CR2 CRIP1 CRYM CSPG5 CSRP1 CSTF2 CXCL1 CXCL11 DAAM1 DAZL DHCR24 DPH2 DTX4 EIF4A3 EMP3 ENDOD1 ENTPD1 EPHA4 EXOC3 FBXW4P1 FCHSD2 FER FST GALE GARRE1 GCNT1 GGA2 GLDC GLS2 GM2A GNAZ GPM6A GPR18 GPR65 GPT HCK HDAC9 HEXA HLA-DOB HOXB7 ICAM3 IFI30 IFNGR2 IGHD IL27RA IL4R IL7R INPP4A INSL4 IRAG2 IRF4 IRF5 IRS1 ITGB2 IZUMO4 JAG1 KIF21B KLF9 KMO LAMA5 LCK LIG1 LY86 LYN MAST3 METTL7A MICAL3 MMP17 MS4A1 MTHFD1 MTMR1 MTSS1 MTX2 NADK NDUFS5 NDUFS7 NFIL3 NRGN NT5E NUP160 NUP210 PALS2 PCDH9 PDGFRA PDLIM1 PEG10 PIP5K1B PKIA PLCH2 PPP1R16B PRKCD PTPN18 PTPN21 PTPN22 PTPN6 PTPRK PTPRM PWP2 RAB29 RASGRP1 RFC5 RGS10 RGS4 RHOBTB1 RHOH RIPOR2 RNASE6 RNGTT ROR1 RRN3P1 RS1 S1PR1 SAMHD1 SELENOW SETBP1 SH3BP5 SIGLEC6 SIK1 SIPA1L1 SIT1 SLA SLC17A4 SLC27A2 SLC7A7 SNAPC2 SNX29P2 SORD SP140 SPAG1 SPIB SPP1 ST6GAL1 ST8SIA1 STK17B STS SUSD6 SWAP70 SYNE1 SYNJ2 TACC1 TBC1D9 TCL1A TEAD4 TES TFDP2 TGFBR2 TJP1 TNFAIP8 TNFRSF17 TRAT1 TRIB2 TSR1 TTF2 TTN UGT2B15 UGT8 UVRAG VNN2 WAPL GSE39556_UNTREATED_VS_3H_POLYIC_INJ_MOUSE_NK_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE39556_UNTREATED_VS_3H_POLYIC_INJ_MOUSE_NK_CELL_DN ABLIM1 ACSL1 ACTN1 ACVR1 ADA AFF1 AIF1 AK1 AKAP12 AKT3 ANKRD17 AP3S1 ARHGEF17 ASB9 ATOSB ATP2B4 BAZ2B BCL11A BMI1 BRD1 BRWD1 CACNB3 CALCOCO2 CCN2 CCND2 CD27 CD34 CD9 CD99 CDS2 CEP68 CHD1 CHST15 CKMT2 COBL CRIM1 CSNK1A1 CSNK1E CTBS DENND5A DEPP1 DMXL2 DPYD EDEM1 EIF1 ENG ERG FAM30A FBLN5 FHIT FOXJ3 FOXO3 FPR1 GAB2 GABPB1 GADD45A GLS GNAQ GNG11 GNS GUCY1A1 H1-2 H2AC6 H2BC21 H2BC5 H3C10 HCP5 HERC4 HIF1A HLX HMCES HOXA10 HOXA9 IQGAP2 ITGA5 ITPR1 KCNS3 KHNYN KIF3C KLF10 KLF7 KRT12 LCP2 LIG4 LILRA2 LILRB2 LMO2 LRIG1 LST1 MAN1A1 MAPK8IP3 MAU2 MDK MED13L MEF2C MLXIP MME MMRN1 MPP1 MPPED2 MRC2 MRPS14 MTMR3 MXI1 MYB MYLK MYRF N4BP2L2 NDRG1 NEDD4 NFYA NPAS3 NR3C1 NRIP1 OAS2 OR7A5 P2RY14 PDE4B PDLIM7 PECAM1 PFN2 PGLYRP1 PLSCR1 PLXNB2 PPP3CC PRMT2 PSD3 PTPN12 PTPRE PXDN RAB11FIP5 RABAC1 RAG1 RANBP6 RAPGEF2 RDH11 RECK RETREG1 RFX5 RGL1 RIMS3 RNASE2 RNF103 ROCK1 RYBP S1PR4 SATB1 SCARF1 SCHIP1 SEC63 SECISBP2L SENP6 SERPINB6 SERPING1 SERPINI1 SIAH2 SLC2A5 SMAD1 SNPH SOCS2 SORL1 SPIN2A SPINK1 SRSF5 ST3GAL6 STAM STARD3 STAT5A STK38 STX4 SUN2 SV2A SYNGR1 THEMIS2 TIA1 TKT TLE1 TMCC1 TMEM87A TNFAIP1 TNFAIP3 TNFSF4 TOGARAM1 TRANK1 TSPAN7 TSPAN9 TTBK2 UBL3 VGLL4 WASHC4 WDFY3 WFS1 WSB1 WWP1 YBX3 ZFYVE16 ZMIZ1 ZMYM2 ZNF135 ZNF32 GSE39556_UNTREATED_VS_3H_POLYIC_INJ_MOUSE_NK_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE39556_UNTREATED_VS_3H_POLYIC_INJ_MOUSE_NK_CELL_UP ABHD3 ACAA2 ADAM19 ADAM23 ADARB1 AGL ANP32E ANXA2P1 AOX1 AP3B1 APBB2 APOBEC3B APOBEC3G ARHGAP11A ARHGAP19 ARHGEF9 ASL ASXL1 ATP2A3 BARD1 BBS4 BCL7A BLM BRCA1 BTK BUB1 BUB1B C14orf132 C1orf216 CAMK4 CAMSAP1 CCDC69 CCNA1 CCNE1 CCNE2 CCNF CD180 CD19 CD38 CD72 CDC25B CDC25C CDC45 CDC7 CDK2 CDKN2C CDKN2D CEMIP CHEK2 COCH CPM CRIP1 CSTF2 CTSA CTSO CTSW DAAM1 DDB2 DLG3 DLGAP5 DNA2 DPY19L1 DPY19L2P2 DTX4 DZIP3 EIF4A3 EMP3 EPHX2 ERI2 ESPL1 FANCA FANCI FCHSD2 FOXM1 FST GARRE1 GAS7 GCHFR GLA GNAZ GPM6A GPR18 GRK4 GRK6 GRN GSDME GUCY1B1 HCK HDAC9 HMGB3 IAPP IRAG2 IRF4 IRS1 ITGB3BP JAG1 KIF14 KIF20B KMO KPNA6 LAMA5 LYN MAPK1 MARCKS MAST3 MC5R MCL1 MELK MFGE8 MGLL MMD MRTFA MSH3 MTCL1 MTMR1 NADK NCAPD3 NEK2 NKX2-8 NRGN NT5E NUP160 NUP210 OIP5 PDIA5 PDLIM1 PEX2 PHEX PHTF2 PIP5K1B PKIA PLAGL1 PLCL2 PLG PLK4 PMM1 POLA1 POLD1 POM121L9P POU1F1 PRIM1 PRIM2 PTPN18 PTPN21 PTPN6 RAD51AP1 RALY RAPGEF5 RARRES2 RASGRP1 RDH16 REXO5 RFC3 RGS2 RGS4 RHOBTB1 RHOH ROR1 RPL39L RRM1 RRM2 SERPINB8 SHMT1 SIT1 SLC15A2 SLC17A4 SLC25A4 SLC27A2 SLC30A3 SPA17 SPAG5 SPIB SPP1 SPRED2 STIL STS SYNE1 SYNE2 TACC1 TADA3 TAF5 TBC1D1 TES TJP1 TMPO TMSB15A TNFRSF17 TRAT1 TRIB2 TRIM26 TRIM9 TTK TTN TUBB4A UVRAG VNN2 WASF1 ZCCHC24 ZFP36 GSE39820_CTRL_VS_IL1B_IL6_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE39820_CTRL_VS_IL1B_IL6_CD4_TCELL_DN ABCA1 ACAP1 ADPRM AKR1C3 ALCAM ALPK2 AMZ2 ANKRD46 APPL2 AREL1 ARHGAP12 ARIH1 ARMCX3 ARRDC4 ATG12 ATP10D ATRNL1 BARHL1 BCL2L15 BEND4 BLCAP BTBD8 C15orf48 CASP6 CCDC71L CD109 CD200 CDH17 CDKN2AIP CEP19 CEP55 CHD7 CHM CHMP5 COX18 CREBZF CRISPLD2 CWF19L2 CYP11A1 CYSLTR1 CYSLTR2 CYYR1 DACH2 DCDC2C DCTN4 DDX3Y DENND11 DENND3 DGKK DLG2 DNAAF10 DNAJA4 DNAJB9 DPY19L3 DSP DUSP22 EBF1 EGLN3 EGR2 ERLIN1 ERMN ERN1 ESCO1 ETV1 ETV6 FGA FGF14 FLOT1 FNDC3A FOSL1 FRMD4B FYCO1 GEM GJA1 GPM6B GRK5 GZMA HADH HLA-DMB HPS3 HSPA1A HSPA1B HSPA5 IL17A IL1RN IL21 IL22 IL33 IL7R ITGA2 ITGA3 ITGA7 JAK2 KAT2B KCTD18 KDM5D KLC4 KLHL24 KLHL6 KLRC2 LAMC1 LMAN2 LPXN MAF MAGEF1 MALT1 MAMDC2 MAP2K6 MAP3K5 MARCHF7 MBOAT1 MCFD2 MCTP2 MFHAS1 MGARP MLANA MMP7 MNT MT1E MT2A MTSS1 MXI1 N4BP3 NAT14 NDEL1 NDRG4 NEK6 NFE2L2 NKG7 NR1D1 NSD3 NXPE3 PAPSS1 PAXBP1 PDPN PHF21A PLAC8 PLEK PNISR POLR2G PPP1R15A PRDM1 PSMC6 PTPRJ RAB4A RAB5A RANBP9 RAPGEF2 RAPGEF5 REEP2 RHOQ RIOX2 RSRC2 S100A6 SDCBP2 SEMA4F SERPINE1 SERPINF1 SF3B1 SH3RF1 SKAP2 SLAMF1 SLC13A3 SLC17A9 SLC19A2 SLC25A51 SLC30A4 SMAD3 SMIM3 SMOX SOCS3 SPECC1 SQSTM1 SRGN STX7 TAPT1 TEX26 TIMP1 TM4SF1 TMEM43 TNFAIP3 TPBG TSPAN5 TWSG1 UBQLN1 UNC79 UPP1 UTY VPS26C VPS54 WDR81 WDR91 XKR6 ZFP36 ZFP36L2 ZFP91 ZFYVE28 ZNF471 ZNF597 ZNF622 GSE39820_CTRL_VS_IL1B_IL6_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE39820_CTRL_VS_IL1B_IL6_CD4_TCELL_UP AACS ABCB1 ACTB ALG8 AMPD2 ANKRD33B ANKRD44 ANKRD6 AP4M1 APOBEC1 ARHGAP31 ARL5A ASAH1 ASAP1 ATIC ATP11C ATP1A1 ATP8B4 BEX1 BLM BUB3 C10orf88 C12orf75 C1QTNF12 C1orf112 CARNMT1 CBX4 CCT3 CD83 CD96 CDC40 CDH16 CDIP1 CHML CIP2A CMTM7 CNOT6 COPS7A COX17 CSF2 CSNK1A1 CUL4B CYP51A1 DAPL1 DCDC2B DCUN1D3 DDX31 DDX3X DENND1B DLAT DNAJC30 DNMT3B DOCK10 DTWD2 DUSP4 DUSP5 ELL2 EOMES ERCC1 ERCC6L ERGIC1 EXO1 FADS2 FAM111A FAM83D FAM98B FANCF FASLG FASN FOXN3 GAP43 GPATCH4 GPD1L GPR34 GSTO1 HECA HLA-DQA1 HMGCR HMGCS1 HNRNPAB HSD17B7 HSPA8 HYAL2 IDI1 IFT80 IGHM IKZF2 IL13 INSIG1 IPCEF1 IPPK ITGA4 ITGA6 ITPR1 IVD JMJD4 KDM5C KDM6A KRIT1 L2HGDH LAD1 LARP4 LEF1 LIN7A MAOA MAP3K8 MAT2A MBNL3 METAP2 METRNL METTL8 MID1 MINDY2 MRPS2 MTRR MYB NCAPG2 NCF1 NCOA7 NRP1 NSDHL NSG1 NTRK3 NUCKS1 NUP133 OAZ1 PACSIN1 PARP1 PBDC1 PDCD4 PENK PFAS PGM2L1 PHC3 PHLDA1 PHTF2 PIGG PIK3CG PIK3R1 PKIB PLA1A PLAGL1 PLXND1 POLR1B PPM1B PPP1R16B PTER PTGER4 PUS3 PUS7L RBM12 RBMX RCSD1 REG1B RELL1 RHOD RNF41 RPIA RRM2 RSRC1 RUFY3 S1PR3 SAMD9L SBF2 SCD SCIN SH2D1A SIK1 SKP2 SLC23A2 SLC35B4 SMC3 SOCS5 SQLE ST3GAL2 ST8SIA6 STAG2 STARD4 STK39 STON1 STYX TBC1D4 TCF3 TENT5A TESK2 TIMMDC1 TLK1 TLR1 TMEM131L TMEM243 TNIK TNNI1 TSPAN13 UBASH3A UBR1 USP31 XIST ZNF213 ZNF770 GSE39820_CTRL_VS_IL1B_IL6_IL23A_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE39820_CTRL_VS_IL1B_IL6_IL23A_CD4_TCELL_DN AIMP1 ALCAM ALDH3A2 AMZ2 ANXA2 APPL2 ARAP1 AREL1 ARHGEF10 ARMCX3 ATF6 BCL2L15 BCL3 BEND4 BNIP3L C1orf21 CA13 CARHSP1 CASP6 CAST CCDC63 CCNI CD200 CD28 CDKN2D CDS2 CELA1 CHD7 CHM CMAS COX7A1 CPD CPVL CRBN CRCP CREB3L2 CRELD2 CRTAM CSNK1G3 CST7 CST9L CYFIP2 CYSLTR1 DACH2 DCTN4 DDIT3 DDR1 DGAT1 DLEU7 DLG2 DRAM2 DUSP22 EBF1 ECM1 EHBP1L1 EHD4 EIF2B2 ENPP2 ETV6 FAU FLOT1 FNDC3A FOSL2 FRMD4B FTH1 GADD45G GALC GATM GCH1 GEM GJA1 GMFG GOLGA7 GOLGB1 GPR171 GPR18 GSTM5 GSTT1 GZMA HS1BP3 HVCN1 ID2 IGKC IL17A IL21 INHBA INTS12 IRAK2 ITGA3 ITM2C KIAA1958 KLHL6 LAMC1 LIME1 LPXN LUM MALT1 MANF MAP2K6 MARCHF7 MCTP2 MDM2 MED10 MED12L MED30 MFHAS1 MGLL MT2A MYO10 NATD1 NDRG1 NDST1 NEK6 NFE2L2 NFKBIZ NOP53 NSF NUCB2 OCIAD2 PAIP2 PAQR8 PARP16 PDGFA PDIA6 PFKFB4 PHF7 PIWIL2 PLAC8 PLCD4 PLEK POLD4 PPM1J PPP1R3B PRKCH PRRC1 PSTPIP1 PTGR3 PTPRK RAB11FIP1 RAB1A RAB26 RANBP9 RAPGEF5 RFC3 RHOQ RIOX2 RND1 RNF149 RNH1 S100A6 SCCPDH SDF4 SEC61G SELENOS SEMA4F SERPINE1 SERTAD1 SGIP1 SH3GLB1 SH3RF1 SIRT7 SKAP2 SLAMF1 SLC35B1 SLC39A14 SLC4A11 SMIM3 SMOX SNAPC1 SOX5 SPECC1 SPESP1 SRGN STARD5 STOM STX7 SUPT3H SUSD3 SYPL1 TBCEL THEMIS TIMP1 TMEM218 TMEM43 TNFSF14 TNIP1 TOX2 TRAF1 TRPM4 TSPAN6 TWSG1 UBE3D UPP1 USP3 VILL VIM YPEL3 YPEL5 ZBTB21 ZC3H12D GSE39820_CTRL_VS_IL1B_IL6_IL23A_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE39820_CTRL_VS_IL1B_IL6_IL23A_CD4_TCELL_UP ACAT2 ACSL5 ADAM10 ADCY6 AGR3 ANKRD44 APOBEC1 AR ARAP2 ARFGAP2 ARHGEF3 ARL15 ATL3 ATP11C ATXN7L3B BAZ1B BEND3 C1QTNF12 CAB39 CAPN3 CASP3 CCN3 CCT3 CD1D CD2AP CD48 CD83 CD96 CDC20 CDK1 CENPA CHD3 CMTM7 CNOT6 COX17 CRIM1 CSE1L CSF2 CSN2 CTSS CYBA CYC1 CYP51A1 DAPL1 DNMT3B DROSHA DTYMK DUSP5 DYNLL2 EDC4 EFHD2 EGR3 ELAVL1 ELP2 ENO3 EOMES ERMP1 EXO1 FAM111A FAM98B FASLG FOXK1 FOXN3 FYN GAS2L3 GLIPR1 GPR34 HERC4 HOMEZ HPS4 IFI27L2 IGFLR1 IL10RB IL6ST IMPDH2 IPCEF1 IPO11 IRAG2 ISOC1 ITGB1 ITGB2 ITIH5 ITK ITPR1 KCNK6 KLHL2 KNOP1 KPNA2 LANCL2 LCP2 LDLR LIG1 LIN7A LYPD6B MAP3K8 MBNL3 MCM5 MCM9 MED14 MGAT4A MINDY2 MIS18A MLH1 MND1 MRPL15 MSH6 MTDH MTRR NAA20 NAA50 NCF1 NCOA7 NDUFAF4 NEFH NRP1 NUCKS1 OBI1 ORC2 P2RX7 PACSIN1 PARP12 PDCD4 PENK PHF14 PHLDA1 PLA1A PLAAT3 PLAGL1 PLXND1 POLE POLR1F PPP1R16B PRKAG2 PSMB8 PTDSS1 PTER PTPRS PTS PTTG1 PUS3 QSER1 RAB34 RAB3IP RASGRP1 RBBP7 RBMXL1 RCSD1 RDH11 RFWD3 RHOD RNF152 RPA2 RPIA RRM1 SAMSN1 SCD SCIN SEMA4C SERPINB9 SERPINC1 SERPINE2 SH2D1A SHTN1 SIK1 SIMC1 SLAMF6 SLC19A1 SLC23A2 SLC4A7 SLFN12L SMC6 SNX9 SQLE ST8SIA6 STARD4 SYTL2 TARDBP TBC1D4 TBRG4 TCF20 TESK2 TEX10 TFRC TLK1 TMEM131L TNFSF8 TPST1 TRAF5 TSPAN13 TTC27 TUBA1B UBXN2A VAV3 WDR75 WEE1 XPO7 ZNF280B ZNF592 ZNF770 ZSCAN21 GSE39820_CTRL_VS_TGFBETA1_IL6_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE39820_CTRL_VS_TGFBETA1_IL6_CD4_TCELL_DN ABI1 ABI3 ACAP1 ACP5 ACSBG1 ACVR1B ADPRM AFG3L2 ALDH3A2 ALDOA AMFR ANXA4 ARHGAP39 ARMCX3 ATOSB ATP6V0E1 ATP6V1D B4GALT1 B9D2 BBS5 BIN3 BNIP5 C6orf120 CAPZA1 CAST CCDC6 CCDC63 CCDC88C CCNC CD38 CD86 CDC14B CDR2 CDS2 CELA1 CHM CHMP5 CNP CORO7 CREB3L2 CRK CSNK2A2 CSRNP1 CSTB CTSC CYTH4 DAZAP2 DCTN4 DENND10 DNASE1L1 DRAM2 DUSP16 EAF2 EDEM3 EID1 EIF2B2 ENTREP3 EPB41L2 ETV6 EXOG FBXO38 FEZ2 FLT3LG FNDC3A FOSL2 FRMD4B FTH1 FURIN GAB2 GALK1 GALNT9 GATM GEM GFPT2 GJA1 GKAP1 GPSM2 GRK5 HEXB HS1BP3 IGKC IL12RB1 IL17A ITGA3 KAT2B LBH LIMK2 LIPE LONP2 LTB4R LXN MADD MAP1LC3A MAPK9 MAPRE1 MCTP2 ME2 MFSD1 MGST3 MKNK2 MROH1 MT2A N4BP3 NAB1 NCBP2AS2 NECAP2 NFE2L2 NICN1 NINJ1 NR1H2 NT5E P4HA1 PAFAH1B1 PAPSS1 PC PFN2 PGM2 PHF20 PICALM PLAC8 PLD2 PLEKHF2 PLEKHG2 PLOD2 PLP2 PLSCR3 PPME1 PPP1CC PRKCZ PSAP PSMD8 PTPN1 RAB11A RAB28 RBMS2 RCAN3 RCBTB1 RETREG1 REXO4 RGS1 RNF130 RNF149 RNF181 RTRAF SASH3 SERPINB1 SERTAD1 SGK1 SGPL1 SH3RF1 SIAH1 SLC41A2 SLC48A1 SMIM3 SMOX SMPD1 SNAPC1 SPART SPATA13 STX12 STX18 STX2 STX5 SYT11 TACC2 TAX1BP3 TBC1D14 TBC1D19 TGDS TLE6 TMEM14C TMEM205 TMEM30A TMEM50A TMEM60 TMUB2 TMX4 TNFRSF12A TNFRSF1A TOX2 TRAF6 TRPM4 TSPAN5 TSPAN6 UGP2 ULK1 UNC119B VAMP4 VIM VPS37A WDR47 XRCC4 YIF1A YIF1B YPEL3 YPEL5 ZDHHC18 ZNF496 ZNF655 ZNRF1 GSE39820_CTRL_VS_TGFBETA1_IL6_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE39820_CTRL_VS_TGFBETA1_IL6_CD4_TCELL_UP AEN AIM2 ALG8 AMPD2 ANKRD13C ANKRD44 APOBEC1 ARAP2 ARHGEF6 ASAP1 ASF1A ATAD1 ATP8B4 BAG4 BAX BID BUB3 C12orf75 C3orf80 C5orf22 CA12 CASP3 CBX1 CBX4 CCT3 CD1D CD81 CD96 CDC40 CENPM CNOT6L COMTD1 CORO2A CREB1 CRIM1 CSF2 CSN2 CTH CTSS CWC22 DBR1 DCUN1D3 DDC DDIAS DENND2D DFFB DGLUCY DHX33 DNAJC15 DNMT1 DNMT3A DNMT3B DOCK11 DPP4 DTWD1 DTYMK DUSP5 EGR3 ENO3 ERGIC1 EVL FAM111A FAM98B FH FILIP1L FRRS1 FYN GAS2 GLRX GPR174 GPR183 GPR34 GRAMD1B GSTO1 HMCES HMGCR HMGCS1 HMGN3 HSPD1 HSPE1 IFIT2 IL6 INPP1 INSIG1 ITGB1 ITK KANSL2 KCNQ5 KIF20B LAPTM4B LGALS7 LIN7A LYPD6B MAP3K8 MBNL3 MORF4L1 MRPL39 MRPS28 MRPS31 MTDH MTRR NCOA2 NEFH NMRK1 NOP10 NRN1 NRROS OBI1 OTX1 PAG1 PARP12 PDCD1LG2 PDIA5 PENK PHF6 PHLDA1 PIGC PISD PITHD1 PKP4 PLXNA1 PLXNC1 PLXND1 POLR1F POM121 PPIP5K2 PPP3CA PSMB8 PTDSS1 PTER PTGER4 PTPN11 PTPRE PTRH2 PTS PUS3 QRSL1 RAB19 RAD50 RAMP3 RAP2B RCSD1 RFC5 RFWD3 RHOD RNF152 RPA2 RPP14 RREB1 RUVBL1 SAMD9L SAMSN1 SARNP SEC11C SELL SEPHS1 SERPINC1 SETD6 SETDB1 SHQ1 SHTN1 SKP2 SLBP SLC12A8 SLC23A2 SLC35A1 SLC4A7 SLCO4A1 SMARCA5 SMARCAD1 SNX9 SPIN4 ST8SIA4 ST8SIA6 STK26 SUCLG2 TARDBP TENT5A TET1 TEX15 TFRC TG TIPIN TMEM131L TMPO TNFSF11 TOP1 TOX UBIAD1 UNG UROS USP25 VRK2 WDHD1 WDR75 ZCCHC2 ZNF280B ZNF281 ZNF592 GSE39820_CTRL_VS_TGFBETA1_IL6_IL23A_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE39820_CTRL_VS_TGFBETA1_IL6_IL23A_CD4_TCELL_DN ACBD6 ADAM9 AHRR AKIRIN2 ALDOA ALPK2 AREL1 ARFIP2 ARHGDIB ARHGEF10 ASCC1 ASPSCR1 ATP2A3 ATP6V0E1 ATXN7L3 BANF1 BARHL1 BCAR1 BEND4 BIN3 CA5B CASP8 CCDC107 CCDC34 CCNI CDC14B CDIPT CELA1 CERS4 CHM CLPTM1 COX18 CPT1A CTSD CUL7 CXCL1 CYP1B1 DACH2 DAP3 DCAF8 DDX10 DDX49 DENND3 DNAI3 DNAJA4 EEFSEC EHD4 EID2 EIF2B2 EIF4E3 EIF4G1 ERGIC3 FABP1 FBXO21 FGG FKBP2 FXR2 GABRA5 GADD45A GALT GCNT1 GEM GFER GLA GLMP GNA11 GPR108 GPR15 GPR180 GRK5 HAUS8 HCFC2 HERPUD1 IBA57 IFRD2 IGFBP4 IL1R1 IL1RN ING1 ITGA3 ITGA7 ITGB7 KAT5 KAT7 KCTD17 KDELR1 KYAT1 LAMTOR1 LPO LUZP1 MAEA MAGEA11 MCU MED10 MED19 MEN1 MIF4GD MIIP MPST MUL1 NCBP2AS2 NEK6 NIPAL1 NME6 NOP9 NRG3 NRP2 NXPE3 OGG1 ORAI3 OSM PAQR8 PARP16 PARVG PBX2 PC PCBP4 PCK2 PECAM1 PFKFB2 PIAS2 PIWIL2 PLP2 PLPP5 PMP22 PNPLA2 PPM1J PRRC1 RAB11A RAB1A RARA RASSF7 RCC1 REEP4 RER1 RGS1 RGS19 RNASEK RNF125 RNF167 RPN2 RPS18 RUVBL2 SAC3D1 SARS1 SCPEP1 SDR39U1 SEMA7A SH3RF1 SLC16A2 SLC30A4 SLC4A11 SMIM14 SMPD1 SNAPC1 SNAPC2 SPECC1 SPI1 STARD5 STIP1 SYPL1 TAF6L TCEANC2 TCF25 THRA TMEM176A TMEM176B TNFSF14 TPBG TRAM1 TRIP10 TRMT112 TSPAN2 TTC7A TUBA3C TUBB TXNDC5 TXNIP UBE2Q2 UBL4A UCP2 USF1 USP22 UTP14A UTY VARS1 VDAC1 VPS29 WBP1L WDR1 WDR81 WIPI2 XKRX YARS1 YIF1B YWHAG ZC3H10 ZDHHC18 ZFP36L2 GSE39820_CTRL_VS_TGFBETA1_IL6_IL23A_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE39820_CTRL_VS_TGFBETA1_IL6_IL23A_CD4_TCELL_UP AASDH ABCB7 ABTB3 ACAD8 AGR3 AHCTF1 AIM2 ALKBH1 ANKRD6 ANTXR2 ARHGEF3 ARID4B ASH1L ATAD1 BLMH BORA C12orf75 C1orf112 C5orf22 CBFB CCDC117 CCNT1 CCT4 CD274 CD48 CDC25A CDC45 CENPE CEP192 CEP68 CNOT6L COP1 CREB1 CRIM1 CXorf38 DBR1 DCAF17 DENND1B DNM1L DOP1B DSEL DUSP5 EIF2S3 ELMO1 EPSTI1 ERCC6L2 ESYT2 EXOC1 FAF1 FAM8A1 FEM1B FOXN3 FYN GABPA GARIN3 GPR34 HAUS6 HMGCR HSPA1A HSPA1B HSPH1 IFIT2 IFITM3 IKZF2 IL15RA IL2 IPCEF1 IQCB1 IREB2 ITGB1 ITPR1 JMJD1C KANSL2 KDM6A KHDC4 KLHL26 L2HGDH LATS1 LSM14A LUC7L3 MAT2A MCM8 MDM4 MID1 MOB1B MORC3 MOSMO MSH3 NAA20 NABP1 NCF1 NEFH NEK9 OBI1 OTUD4 OVGP1 PAN2 PAPOLG PCGF5 PDIA5 PEX1 PGM2L1 PHC3 PHF14 PHLDA1 PIGC PKIB PLAGL1 PLCXD2 PNN POM121 PPIC PPP1R15B PRMT3 PRPF39 PRPS2 PSIP1 PSMC2 PTBP2 PTCD3 PTDSS1 PTPN11 PTPRC PTS PUS7 PWWP2A RBAK RBM15 RFX5 RHOD RIF1 RIMOC1 RPA2 RPS3 RPS6KB1 RSRP1 SACM1L SBF2 SCD SEC11C SELL SERPINB9 SERPINC1 SERTAD2 SETD6 SGMS1 SH2D1A SHQ1 SIK3 SIMC1 SKP2 SLC19A2 SLC25A3 SLC5A3 SLC7A6 SLF1 SMARCA5 SPIN4 SRRM2 ST8SIA4 STK26 STX16 TAF15 TAF1D TASOR2 TCERG1 TEX10 TFRC TMEM245 TMEM62 TNFSF8 TNNI1 TOP1 TOPBP1 TP53BP1 TRMT13 TRMT1L TSPAN13 TTPAL TUBGCP5 UBXN7 USP9X VRK2 WAPL WDR44 WDR75 WIPF1 XIAP YWHAB ZBTB41 ZC3H11A ZCCHC2 ZDHHC21 ZFYVE27 ZMYM5 ZNF106 ZNF592 ZNF770 ZSCAN21 GSE39820_CTRL_VS_TGFBETA3_IL6_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE39820_CTRL_VS_TGFBETA3_IL6_CD4_TCELL_DN ABAT ACAP1 ACBD4 ACOT8 ACVR1B ADPRM AFG3L2 AIMP1 AKAP13 AMZ2 ANXA2 ARFGAP3 ARMCX3 ARRB1 ATRNL1 AVPI1 BABAM2 BLNK BLVRB BNIP5 CA5B CACFD1 CAMKK1 CARHSP1 CAST CCDC186 CCDC6 CCDC63 CDC14B CDKN2D CDR2 CHM CNPPD1 COPA COPG2 CORO7 CREB3L2 CSRNP1 CTNNA1 CTSB CYFIP2 CYSLTR1 DAZAP2 DCTN4 DDR1 DENND10 DHRS1 DNAH11 DNPEP DUSP22 ECI2 ECM1 ENTREP3 ETV6 FAU FLOT1 FNDC3A FOSL2 FRMD4B FURIN GALNT6 GATM GEM GGACT GKAP1 GPR18 GRAMD1A HDAC5 HEMK1 ID2 IER3 IFNAR2 IFT43 IL17A IL21 IL21R ITGA3 IYD KCMF1 KLF9 KLHL6 LIME1 LPXN MAGED2 MAP2K6 MAPK9 MARCHF7 MCFD2 MCTP2 METTL23 MGARP MGRN1 MT1E MT2A MTMR7 MYO10 NAGK NCBP2AS2 NCS1 NDRG1 NDRG2 NDUFAF3 NFE2L2 NICN1 NSF NTPCR NUDT18 ORMDL3 PAPSS1 PEX13 PHF20 PICALM PLA2G12A PLEKHG2 PLSCR3 PPM1J PPP1R15A PPP1R3B PRNP PRRC1 PSMC6 PTPN1 PTPRJ PTTG1IP PYCR1 PYGL RAB26 RAB2A RABGGTA RBBP8 RBM22 RBM7 RBMS2 REXO4 RNF181 RNH1 RORA RRM2B S1PR3 SAG SEC24A SEC24D SEC31A SEMA4F SERPINB1 SERPINE1 SH3GLB1 SIRT7 SLC12A7 SLC30A4 SMAD3 SMIM14 SMIM20 SMOX SMPD1 SNAPC1 SNORD89 SRA1 SRGAP3 STK38L STOML1 STX18 SUN1 SUSD3 SYT11 TAX1BP3 TBC1D19 TBC1D22A TBCEL TGM1 TIMP1 TLE6 TMEM107 TMEM205 TMUB2 TNFAIP8L1 TREML2 TRPM4 TSPAN6 TUBA8 TULP3 UBE2F UBE2H UBQLN1 UPP1 UTP14A VAX2 WDFY2 WDR1 WDR47 WDR81 XRCC4 YPEL3 YPEL5 ZBED3 ZBTB21 ZBTB7B ZDHHC18 ZEB1 ZFP36L2 GSE39820_CTRL_VS_TGFBETA3_IL6_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE39820_CTRL_VS_TGFBETA3_IL6_CD4_TCELL_UP ABITRAM ABRACL ACSL1 ADK ADNP AEN AIM2 AKAP8 ALG8 ANKRD49 AP1S3 ARFGAP2 ASAP1 ASF1A ATAD3A ATP11C ATP8B4 BCL7A BEND3 BEX1 BID BLZF1 BUB3 BZW2 C12orf75 C2CD3 C3orf80 CAPN3 CARNMT1 CBX1 CCNE2 CCT3 CD1D CD81 CD83 CD96 CDC25A CISD2 CITED2 CMTM7 COMTD1 CSN2 CTPS1 CTSS DBR1 DCUN1D3 DDX3X DERA DFFB DHX33 DIDO1 DNA2 DNAH7 DNAJA1 DR1 DYNLL2 EGR3 ELL2 ELP1 ELP2 ENO3 EOMES ERGIC1 ERMP1 EXO1 FAM111A FAM98B FANCF FAP FAR1 FASLG FEN1 FKBP3 GPATCH4 GPN1 GPR34 GSPT2 GSTO1 GTF2H1 HDAC2 HGH1 HNRNPU HOMEZ HSPD1 IGFLR1 IL10RB IL15RA IL6 INSIG1 ISG20L2 ITGB1 KCNQ5 KLHDC3 KYAT3 LARP4 LIN7A LRATD1 LRIF1 LRPPRC LYPD6B MCM5 METAP2 METTL17 MIX23 MOAP1 MSL2 MTDH MTREX MTRR NAF1 NDC1 NDUFA12 NDUFAF4 NEFH NHLRC2 NRP1 NUCKS1 NUP107 NUP85 OBI1 ORC2 P2RY14 PDCD1LG2 PENK PHLDA1 PHLDA3 PLA1A PLCXD2 PLPP1 PLXND1 POLR1F POP1 PPAN PPP3CA PRMT3 PSMA5 PSMC2 PSMD11 PTCD3 PTER PTGER4 PTPN11 PUS7L RAD50 RBMXL1 RCSD1 RFC5 RFWD3 RHOD RIOK2 RPA2 RPF2 RPIA RPN1 RPP14 RUVBL1 SAMSN1 SARNP SEC11C SELENOI SERPINE2 SH3BP5 SHQ1 SHTN1 SIDT1 SKIC8 SKP2 SLC16A1 SLC23A2 SLC4A7 SNRNP40 SOCS5 SOWAHC STARD9 STYX SVIP SWAP70 TASL TBC1D4 TBP TBRG4 THAP1 THOC7 TIPIN TLK1 TNFSF4 TNNI1 TRIB1 TSR1 TSR2 TTC27 TTYH3 TXNL4A UBE2E1 USP15 UTP20 WDR3 WDR77 ZNF280B ZNF600 GSE39820_CTRL_VS_TGFBETA3_IL6_IL23A_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE39820_CTRL_VS_TGFBETA3_IL6_IL23A_CD4_TCELL_DN ACVRL1 ADAM9 AHCY AHRR ALDH1B1 ALDOA ALPK2 AMDHD2 ANKRD54 APEX2 AREL1 ARFIP2 ARHGDIB ARHGEF10 ARHGEF39 ARIH1 ARL2 ARMCX2 ASPSCR1 ATF5 ATP6V0E1 BANF1 BEND4 BIN1 BRF2 BTBD8 C19orf12 C3 C6orf120 CAMK4 CAVIN2 CCDC107 CCND3 CCNI CCNO CD28 CDIPT CENPB CENPN CERS4 CHAF1B CNPPD1 COMMD7 COPA COX18 CPT1A CRELD1 CRLF2 CRTAP CUTA CXXC1 CYP1B1 CYTH4 DACH2 DCAF8 DCTN4 DEF6 DNAJA4 EDEM2 EEFSEC EMP1 ESPN FABP1 FANCE FASTK FIZ1 FNDC3A FXR2 GADD45G GALT GAPDHS GCNT1 GFER GLA GNA11 GPR108 GPR15 GPR180 HADH HAUS8 HERPUD1 HNRNPL HS3ST6 IBA57 IMPA2 ITGA7 ITPRID2 IYD KDELR1 KYAT1 LCE1D LRRC59 LYSMD3 MACO1 MAEA MAF MALT1 MAP2K6 MCRIP1 MED19 MEN1 MEX3D MIIP MLX MPST MRI1 MTSS1 MUL1 NET1 NFE2L2 NINJ1 NOP9 NPLOC4 NR1D1 NR1H2 NTF3 NXPE3 OCEL1 OCIAD2 OGG1 ORAI3 OSM PAPSS1 PAQR8 PARP16 PARVG PC PCBP4 PEX11B PEX13 PFN2 PHETA1 PIP4P1 PITX1 PIWIL2 PKM PLAC8 PMP22 PPM1J PPP1R14C PRMT5 PSTPIP1 PTBP1 PTTG1IP RARA REEP4 RGS19 RHOBTB1 RHOH RHOQ RMC1 RNF125 RNF149 RNF220 ROS1 RPN2 RPS18 RUVBL2 SCPEP1 SDCBP2 SLC4A5 SMIM14 SMPD1 SNAPC2 SOCS3 SRA1 STAT3 STN1 SUCLG1 SUSD3 SYPL1 TAF6L TGM1 TMEM248 TPGS1 TRIP10 TRPC4AP TRPM4 TUBA3C TXNDC5 TXNIP UBE2Q2 UBQLN1 UCP2 USF1 USP22 USP5 UTP14A UTY VAMP4 VARS1 WDR1 WIPI2 XKRX YARS1 YIF1B YJU2 ZBTB21 ZFP36L2 GSE39820_CTRL_VS_TGFBETA3_IL6_IL23A_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE39820_CTRL_VS_TGFBETA3_IL6_IL23A_CD4_TCELL_UP AASDH ABCB7 ABTB3 ADCY6 AGR3 ANKRD44 ANKRD6 AP1S3 APOBEC1 ARHGAP19 ARHGEF3 ARID4B ARMC8 ASAP1 ATAD1 ATAD5 ATP11C BAG4 BLMH BORA C5orf22 C5orf34 CBFB CCDC18 CCDC77 CCNL1 CCP110 CCT3 CD1D CD83 CDC25A CDC40 CDC7 CDCA5 CDK17 CENPE CENPI CEP70 COP1 COQ2 COX15 DBR1 DCAF17 DEK DHX9 DNAJA1 DNM1L DNMT3B DVL1 E2F3 EHD3 EIF2S3 ELMO1 ERCC6L ERGIC1 ERO1B ESYT2 FAF1 FAM98B FANCF FEM1B FKBP3 FOXN3 FTX FYN GPATCH4 GPCPD1 HAUS6 HECA HMMR HNRNPAB HOOK1 HSPA13 HSPA1A HSPA8 HSPH1 IFITM3 IGIP IK IMPACT ING5 INPP4B INTS7 ISG20L2 KCNK10 KCTD3 KDM2B KIAA0753 KRBA1 KRIT1 L2HGDH LGALS7 LPIN2 LRRC28 LRRC40 LSM14A MAT2A MBNL3 MDM4 METTL25 METTL25B MID1 MORC3 MORF4L1 MOSMO NAA20 NEK9 NRROS NUP107 NUP160 OBI1 OGT OVGP1 OXSM PALS1 PANK4 PKIB PLAGL1 PLCXD2 PLK4 POGLUT2 PPIC PPM1B PPP2R1B PPWD1 PRKCE PSMD11 PTBP2 PTDSS1 PTPN11 PTS PUM2 PWP1 RABGAP1L RBBP4 RBM27 RBMXL1 REV1 RFX5 RIMOC1 SACM1L SBF2 SCD SEC11C SEPHS1 SESN1 SETD6 SF3B1 SF3B2 SGMS1 SH2D1A SHPRH SIK3 SKP2 SLC10A7 SLC25A3 SLC7A6 SLF1 SLFN12L SMARCAD1 SNHG6 ST8SIA4 STK26 TAF1D TCERG1 TEX10 TFRC THAP2 TMEM68 TNIK TNRC6A TP53BP1 TRIM24 TRIM33 TRMT10C TRMT1L TTPAL UBTD2 UBXN2A UNG USP47 VRK2 WDHD1 WDR3 WDR44 XIAP ZBTB34 ZBTB5 ZDHHC17 ZDHHC21 ZFYVE27 ZNF280D ZNF322 ZNF367 ZNF436 ZNF565 ZNF638 ZNF644 ZNF664 ZNF770 GSE39820_IL1B_IL6_VS_IL1B_IL6_IL23A_TREATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE39820_IL1B_IL6_VS_IL1B_IL6_IL23A_TREATED_CD4_TCELL_DN ABCC4 ACE2 ACOT9 ACSL6 ACYP2 AHNAK AK1 ALCAM ANXA11 APOE AREL1 ARL16 ARNT ASIC4 ATP8B4 BACH2 BAHD1 BCAS3 BCL11A C1orf21 C6orf132 CA13 CA2 CA5B CAPG CBY2 CCDC71L CCHCR1 CCR6 CCSAP CD44 CD5L CHM CHST7 CIAPIN1 CLBA1 COBLL1 CORO2A CPD CPNE2 CTSF CXCL1 CYP26A1 DEGS2 DENND5A DGAT1 DISP1 DKK4 DLGAP1 DPP4 DTWD1 DUSP14 DUSP4 EBF1 ELANE ELK3 ENPP2 EPB41L4B EPHX2 EVI2A EYA2 FABP5 FAH FAM222A FAM43A FAM83D FAP FCRL1 FIRRE FNBP1 FNDC1 FOXE3 FUT4 FUT8 FXYD4 GALNT2 GALNT3 GAP43 GCH1 GNB4 GPR161 GPR183 GPR45 GPR65 GPX7 HEBP2 IDI1 IGFBPL1 IL17A IL1R2 IL1RN IL22 INPP5B IRX6 JPH1 JPH4 KCNF1 KCNMB4 LDHC LDLRAD4 LMTK3 LRP6 LTB4R LTBP4 LUM MAN2B2 MBD2 MBNL3 MCTP2 MED12L MED30 MEFV METRNL MIF4GD MLF1 MMAB MORC2 MPP1 MRGPRG MYL12B NCF2 NFKBIZ NGB NIBAN2 NMRK1 NOTCH2 NR4A1 NRBP1 NRN1 OBP2B OSBPL3 PARP1 PDGFA PERP PHYHIP PLCD4 PPCS PPFIBP1 PPIC PPP4R1 PRICKLE1 PRKD3 PROCR PRUNE1 PTGER4 RABGAP1 RAMP3 RASGRP3 RAX RCSD1 RETREG1 RIPOR3 RNASE10 S1PR1 S1PR3 SCAF1 SCFD2 SCUBE3 SDCBP2 SERPINB1 SERPINE1 SGIP1 SLC38A3 SLC39A14 SLC4A11 SLC6A6 SLIT1 SMAD7 SMTNL1 SPACA4 SPRY3 SPTBN2 STARD4 STK10 STRA8 STX11 SYTL3 TAL2 TASP1 TENT5A TFF1 THNSL2 TMEM169 TMEM239 TMTC2 TNFRSF25 TPBG TPRG1L TRAPPC14 TSPO2 TSSK6 TUBA1A TXK UBE3D VASH1 VASN VIM VKORC1L1 VSIR ZDHHC2 GSE39820_IL1B_IL6_VS_IL1B_IL6_IL23A_TREATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE39820_IL1B_IL6_VS_IL1B_IL6_IL23A_TREATED_CD4_TCELL_UP ABHD17B ACVR2A ADAM28 ADGRL1 AHR AJUBA AKR1C3 ALX4 ARHGEF26 ARIH2 ARL4C ARMCX3 ATP8B1 AZIN2 B2M BACH1 BDNF BEND6 BMPER BNC1 BRD3OS C11orf86 C3orf18 C6orf136 C9orf152 CA12 CACNB1 CALHM6 CAMK2N1 CAPN15 CASP3 CBLN4 CD1D CD27-AS1 CFAP20DC CHD3 CLINT1 CMPK2 CNN3 COL1A1 CTPS1 DCLK1 DDHD1 DSP DTX3L EGR2 EML4 EMX2 ENC1 ENPP1 EPAS1 ERLIN1 ERMP1 ESM1 F2R FAM241A FASLG FASTKD3 FGF13 GBP4 GBP6 GBP7 GCGR GJA1 GPAM GPM6B GZMB HACD4 HAO2 HAP1 HAPLN1 HHEX HLA-B HOOK1 HOXA1 HOXB1 HUS1 HYKK IFNG IKZF3 IL10 IL1RAPL1 IL21 IL4 INHBC INTS5 IRF1 IRF9 IRGM ITGB3 KCNE3 KCNH5 KCNK13 KDM6B KIF21A KRTAP2-4 LANCL2 LGALS12 LITAF LPL MAP7 MAPRE3 MBOAT1 MC1R MCUB MFSD14B MGST1 MINDY3 MINK1 MMP13 MPZL2 MTARC1 MX2 MYH4 MYL1 MYO6 MYOM2 NAMPT NCEH1 NDP NEURL1B NFRKB NKG7 NNT NOL4 NR0B2 NSD3 NXPE2 OGN P2RX7 PADI4 PARG PARP11 PARP12 PCDHB16 PDPR PEX26 PHF3 PIK3R3 PITPNC1 PLAC8 PLCE1 PLXDC1 POLR2G PPARGC1A PPM1H PPP1R16B PPP3CC PRMT9 PROS1 PTH RAB37 RAB4A RASGRP1 RASSF5 RELT RFX7 RHAG RIMKLA RNF43 RSAD2 SEMA4C SFT2D2 SHFL SHTN1 SLC13A3 SLC18A2 SLC22A9 SLC2A9 SNTB2 SP110 SPTLC3 ST8SIA6 SUN2 SV2C TBX21 TCEA1 TEX15 TEX26 TIGD2 TMEM236 TMPRSS11F TRAF6 TRAPPC10 TTK UBL3 UNC79 USP18 UTS2R VASH2 VIPR1 WIF1 ZCCHC18 ZFHX3 ZFP36L1 ZMAT4 ZNF471 ZPBP2 ZSCAN21 GSE39820_TGFBETA1_IL6_VS_TGFBETA1_IL6_IL23A_TREATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE39820_TGFBETA1_IL6_VS_TGFBETA1_IL6_IL23A_TREATED_CD4_TCELL_DN AARSD1 ACSL6 ADH5 ADPRM AFP AKR1B15 ALAD ALDH1L2 ALKBH5 AQP5 ASCC1 ATG3 BANF1 BANP BCAS2 BHLHE40 BID BNIP1 BOLA1 C19orf53 CAPZB CASP6 CAV2 CBX4 CD247 CD3G CD74 CHRNE CHURC1 CIAO2B CNPY3 CRABP2 CXCR3 DAPL1 DCTPP1 DRAP1 DTWD1 DTYMK DYNLRB1 ECHS1 ELOVL5 EVL EYA4 FAM98C FARS2 FH FIS1 FMC1 FUS FXYD1 GALR3 GALT GAR1 GINS4 GLIPR1 GLO1 GLRX GPR171 GPR183 GRHL3 GRHPR GSTO2 HADH HAT1 HIGD2A HMCES HS3ST3A1 IDNK IFI30 IGDCC4 IL1RL2 IL22 IL5RA IRAK1BP1 ISCA2 ISY1 KEL KRT18 LAG3 LGALS3BP LIN28B LORICRIN LSM10 LSP1 LUM LY6E LYRM4 MAN1A1 MAP3K10 MCRIP2 MED27 MED30 MICOS13 MIX23 MPC1 MR1 MRPL16 MRPL2 MRPL21 MRPL32 MRPL36 MRPL57 MRPS14 MRPS15 MRPS16 MRPS28 MRPS31 MRPS36 MYL4 MYO15A MZT2B NAA20 NDUFA7 NDUFB4 NDUFS2 NDUFS3 NFIB NFKBIB NKAIN4 NOP10 NPM3 NSG2 NUBPL OLA1 PARD3B PDSS2 PFDN1 PFKFB2 PHB1 PHLDA3 PLA2G12A PLXNC1 POLR1H POLR2E POMP POP5 PPM1N PRAM1 PRDX2 PRIM1 PRPF38A PRRT4 PSMB7 PSMG1 PSMG2 PSMG4 PTGS2 PTPRCAP PTRH2 PYCARD QTRT1 RAB43 RAC2 RAMP3 RAP2B RIMBP3C RIMS4 RPS27L RRAGA SARNP SCNM1 SELENBP1 SERPINB9 SFMBT2 SIGIRR SNRNP27 SNRPD3 SNRPF SOCS1 SPRY1 SSU72 STK26 STRA8 TAT TECR THG1L TIMM8B TM2D3 TMEM60 TOMM22 TPBG TPGS1 TRIM47 TRMT112 TRNAU1AP TSSC4 UBE2I UNG UPK1A UQCC6 UQCR10 UQCRQ UTP11 UTP14A VEZT WASHC3 XRCC6 ZNF219 ZNF248 ZNF524 GSE39820_TGFBETA1_IL6_VS_TGFBETA1_IL6_IL23A_TREATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE39820_TGFBETA1_IL6_VS_TGFBETA1_IL6_IL23A_TREATED_CD4_TCELL_UP ACVR1 ADAM9 AHCTF1 ALDH3A2 ALPK2 ARF1 ARHGAP25 ARHGAP39 ARHGEF2 ARID4B ARL8B ARMCX4 ASAH1 ATF1 ATOSA ATP6V1H ATXN10 BCL11B BCR BDH2 BICD2 BIRC3 BLOC1S6 BMP2K BMPR2 C15orf48 CACNA2D2 CASD1 CBFB CCDC61 CD38 CD86 CDC16 CDS2 CELA1 CENPE CEP85 CNTROB COG6 COPG2 CORO7 CPNE3 CRK CSGALNACT1 CSNK2A2 CTNNB1 CTSW CTTN CYRIA CYSLTR1 DDR1 DNAJB5 DYNC1I2 EAF2 ECT2 EDEM3 EEIG2 EIF2AK3 ELK3 FBXO2 FBXW11 FKTN FNBP1L FNDC3A FNIP2 GAB2 GAPVD1 GCLC GCNT2 GFPT2 GNA13 GPATCH8 GPD2 GRN GSN HEMGN HERC4 HNMT HTT ID1 IFT140 IKZF3 IL1RN ING5 INTS1 INTS4 IQGAP1 ITGB2 KANSL3 KAT2B KCTD14 KLF10 KLF9 KRAS LRRC39 MAF MAGED2 MAP3K4 MAPK9 MARCHF7 MGAT4A MGAT5 MSL1 MTMR7 MTSS1 MYB NAB1 NCKAP1L NFKB1 NISCH NOTCH1 NPAT NSD3 NT5E NUP153 OSBPL3 P4HA1 PAFAH1B1 PAIP1 PAK1IP1 PBX3 PDPK1 PGF PHC1 PIK3R1 PLCG1 PLEKHA2 PLEKHF2 PLSCR3 POFUT1 POLR2B POM121 PRKD3 PRPS1 PRR13 PTBP3 PTCH1 PXN RAB18 RAB3GAP2 RAD50 REST RNF141 RNF215 RORA RSPRY1 RTF1 S1PR3 SBK1 SEC24D SEMA7A SEPSECS SERINC5 SGK1 SIAH1 SLC39A8 SLK SMARCAL1 SMC6 SNIP1 SPART SPRED1 STX1A STX2 SVIL TACC2 TAGAP TENT5C TGFBR1 THAP12 TIAM1 TIGD2 TIMP1 TMED2 TMEM30A TMX4 TNFRSF13B TNIP2 TNK2 TOX2 TSC22D1 TSPAN13 TSPO TUBGCP5 UBASH3B UBE2H UBR3 UNC45A VCPIP1 WASF1 WDR26 WDR81 XRN2 ZDHHC18 ZEB1 ZKSCAN1 ZMYM2 ZNF251 ZNF451 ZNF655 GSE39820_TGFBETA1_VS_TGFBETA3_IN_IL6_IL23A_TREATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE39820_TGFBETA1_VS_TGFBETA3_IN_IL6_IL23A_TREATED_CD4_TCELL_DN AAAS AAMP ACP6 AKR1B10 AMBN ANGEL1 ANKRD37 ANO10 ANXA2 APP ARGLU1 ARHGAP30 ARHGEF6 ARPC1B ARPC4 ATP1B3 B3GALT5 B4GALNT4 BAMBI BCL7B BZW2 C17orf58 C1orf122 C3orf84 C9orf50 CA1 CA10 CACNA1S CBY2 CCDC115 CCKAR CCSER2 CD27 CD300LB CFAP119 CFAP97 CLCN5 COQ9 CSNK1E CST7 CXADR CYB561D2 CYB5R3 CYP46A1 DCUN1D5 DESI2 DNAJC5B DRD1 DSTYK DYNC2I2 EML2 F2RL3 FAM168B FBXL19 FFAR2 FLOT1 FNBP1 FSD2 FUT7 FXYD4 GADD45GIP1 GALK1 GDF15 GHSR GIMAP6 GKN1 GLO1 GNAO1 GOSR1 GPC1 GPR183 GPR89B GRAP GUCA1A GZMH HCG4 HM13 HOXD4 HPSE HTT IFFO2 IFNAR2 IL21R INPP4A INS ISY1 JAG2 KAZALD1 KLF5 KLK10 KNL1 KPTN KRTAP13-2 KRTAP4-3 KTI12 LIFR LMLN LPCAT2 LPP LRRIQ3 LSM7 LSR LZIC MANBAL MDP1 MECR METRNL MIF MLX MR1 MRPL10 MRPL45 MSANTD1 MTUS1 MYCBP2 NAPB NICN1 NLN NPR1 NRDE2 NTF4 NUB1 OSBPL10 PARS2 PCDHA12 PCDHB10 PCGF1 PGLS PIERCE1 PJA1 PLIN3 PLPBP PLXND1 PNKP PPIL2 PPM1A PRIMA1 PRPH PRR23A PRR3 PRRC2C PTPRK RAB24 RAB42 RADIL RASGRP3 RFESD RNF130 RNF135 RNF25 ROM1 SAP130 SAP30 SFTPB SHLD2 SIAH2 SIX4 SLC17A9 SLC25A11 SLC25A17 SLC35B2 SLC6A20 SLC9A2 SNX15 SPAG17 SPATA33 SPESP1 SQOR SYNJ1 TCAP TFCP2L1 TGFBR3 TMCO6 TMEM203 TMEM88 TNKS1BP1 TOMM40 TOR1B TPD52 TPD52L2 TREX1 TRRAP TTBK1 TTBK2 TTC8 TUSC2 TXNL4A UBE2QL1 UBTD1 ULBP1 UNC13A UNK USP34 VCAN VWCE WDPCP ZBTB8B ZNF219 ZNF558 GSE39820_TGFBETA1_VS_TGFBETA3_IN_IL6_IL23A_TREATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE39820_TGFBETA1_VS_TGFBETA3_IN_IL6_IL23A_TREATED_CD4_TCELL_UP ABCC6 ACCSL ACSL3 ADAMTS20 ADPRH ALOX5 ANKRD42 AP1AR AP2M1 ARHGEF40 ARL10 AZIN1 BCAT2 BCL2L13 BCR BNIP2 BUB3 C15orf48 C8A CALB1 CALCOCO1 CD34 CDH10 CENPH CKAP2L CLDN22 CLDND1 CLEC5A CLNK CMBL CNTD1 COL26A1 CORO2B CTNNA1 CXCL3 DGKG DHFR DNER DPM1 EFHD2 EID3 EIF2D ELP5 EMC1 EMX2 EPB41 ERICH6 FAM43B FAM91A1 FUBP1 GALNT16 GALNT3 GATAD2A GCFC2 GPD1L GPR160 GRK2 GRK4 GRPEL1 GULP1 HBA2 HPX HSBP1L1 HSF5 IDE IDNK IDS IL18R1 INTS5 IPO8 ISOC1 IVNS1ABP JOSD2 KALRN KCNK1 LAPTM4B LIN37 LPAR2 LRRC47 LUC7L3 LYRM2 MAGEB5 MARVELD1 MATN1 MED24 MEMO1 MINK1 MITF MKKS MLF2 MLLT1 MMUT MOCS3 MSH4 MSS51 MTBP MTR MYO15A NDUFB9 NDUFC1 NDUFS7 NEK5 NOC2L NREP OLFM1 PAG1 PARVB PCBP2 PDE3B PHF6 PIGS PLCG2 POLA2 POLD1 POLR3K POMGNT1 PPA2 PPAT PPP1R2P1 PRKCB PRPF19 PSMB10 PSMD2 PYCR2 RAB14 RAD17 RAP1B RBM11 REXO4 RFC1 RILPL1 RPAP2 RPF2 RPS18 RSPH6A RTCA RTN3 S100A4 SCARB1 SCN3B SEC14L5 SGPP1 SIK2 SLC16A14 SLC20A1 SLC22A7 SLC30A2 SLC30A8 SLC35A2 SLC35F1 SLC39A1 SLC5A8 SLC66A1 SLC7A5 SLC9A4 SMG9 SNAP47 SNX19 SOD2 SPAG5 SPATA13 SPIN1 STK32B STOX1 SUGP1 TBC1D15 TEF TENM1 TENT5A THAP1 THSD4 TIMM8A TLL1 TLR2 TMED5 TMEM100 TMEM132D TMTC4 TNFSF4 TNNT2 TPRKB TPTE TRIP13 TTC23 TUBB2A UBE2H UGCG UNC45A URB2 USP1 UTP20 VNN2 WASHC5 WBP4 WDR55 WFDC5 WLS ZBTB11 ZFX ZSCAN12 GSE39820_TGFBETA1_VS_TGFBETA3_IN_IL6_TREATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE39820_TGFBETA1_VS_TGFBETA3_IN_IL6_TREATED_CD4_TCELL_DN AARSD1 ACRBP ACTL6B AIFM3 AIG1 AK2 ALDH2 ALKBH3 ANKRD55 ARMC3 ARPC5L ATF7 BANF1 BANP BAX BID BTN1A1 C11orf58 C11orf86 C19orf53 CALML3 CAV2 CCDC146 CCNB2 CDK2AP2 CEMIP CHURC1 CIAO2B CISD1 CRYBG2 CSTPP1 CUTA DAB2IP DACT1 DCTPP1 DHX34 DMAP1 DNAH6 DTD2 ELOVL5 EMC7 EMCN EMG1 FAP FARS2 FERMT2 FMC1 FUT2 GADL1 GAR1 GCA GINS4 GPD1 GPRC5D GTF2H3 HAUS1 HEBP1 HIGD1C HIGD2A HLX HOGA1 HS3ST3A1 IL13RA1 IL15RA ISCA2 ISCU ISY1 KCNQ3 KIAA0825 KLC1 KRT222 KRTAP19-1 LAMA2 LAMTOR4 LCN12 LGALS3BP LHFPL2 LHPP LIME1 LIN28B LRCH2 LSP1 LURAP1L LY6E LYPD4 LYRM4 MARVELD3 MCTP1 MCU METRN MGST1 MIA2 MIOX MIX23 MOGAT1 MORN2 MPLKIP MPND MPO MPST MRPL19 MRPL21 MRPL23 MRPL24 MRPL32 MRPL45 MRPL57 MRPS14 MRPS16 MRPS36 MYH1 NDUFA7 NDUFS2 NDUFS3 NFKBIB NME3 NOS1AP NPM3 NUBPL NUP43 OIT3 OSTC OSTF1 PACS2 PCDH10 PCDH18 PCDH8 PCDHAC1 PDCD2 PHLDA3 PHOSPHO2 PISD PITPNM3 POLM POLR1H POLR2E POMP PPBP PRCP PRDX3 PRPSAP2 PRRT4 PSMB1 PSMB10 PSMG1 PSMG4 PTPRCAP PYCARD RAB39A RARRES2 RNF167 RPL36 RPLP2 RPP14 RSU1 RXRA SALL4 SCARNA13 SCNM1 SEC13 SEC22B SETD5 SHCBP1L SIRT7 SLAMF9 SLC13A1 SLC22A18 SLC35F2 SMDT1 SMOX SNRNP27 SNRPF SPC24 SRD5A1 SSTR3 STK33 STOML2 TBRG1 TBXT TEX56P TIMD4 TIMM10B TIMM8B TMEM242 TMEM39A TMEM74 TMUB1 TRAPPC6B TRMT112 TSPAN1 UCP3 UNC119 UNC80 UPK1A UQCC6 UQCR10 UTP14A VEZT VRK1 GSE39820_TGFBETA1_VS_TGFBETA3_IN_IL6_TREATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE39820_TGFBETA1_VS_TGFBETA3_IN_IL6_TREATED_CD4_TCELL_UP ABHD18 ACAT2 ACOT11 ACOX1 ACSL3 ACVR1 ADNP2 ADO AKT3 AMFR ANKRD33 AP2B1 AREL1 ARF1 ARFGAP2 ARID2 ARL6IP6 ATF1 ATP11C ATP2C1 ATP6V1D ATXN10 ATXN7L1 BCR BICD2 BMPR2 BTAF1 C2orf69 C3orf38 CADM4 CAPZA1 CAPZA2 CASD1 CBFB CDC14B CDC42SE1 CDS2 CHORDC1 CHRAC1 CLCN6 CLIP1 CNTROB CORO7 CPNE3 CSNK2A2 CSTF2 CTNNA1 CTNNB1 CYTH1 DCK DCTN1 DDX5 DDX54 DDX59 DEDD DENND4A DNAH12 DNAJB5 DR1 E2F7 ELP1 ERBIN ERN1 EXOC5 FAM20B FAM234A FAM91A1 FAR1 FCHSD2 FLI1 FTO G3BP2 GDI2 GKAP1 GPAM GPC3 HADHB HERC4 HOMER1 HOXD13 HRH3 HSF4 HSPA13 IFI35 IFT74 IKZF5 INTS1 IQGAP1 ITCH KAT2B KBTBD8 KLF9 KRAS LDLRAD3 LIMA1 LPGAT1 LRIF1 LSM14A LYPLA1 MAN1A2 MAP3K1 MAP3K4 MAPK9 MAPRE1 MARCHF7 MFF MGAT4B MSANTD4 MTDH MTHFD1L MTMR7 NAA16 NAB1 NADK2 NCOA6 NPPA NR2F6 NRIP2 NT5DC3 NUP153 ORC3 OXCT1 P2RY10 PAIP1 PAPSS1 PARD6G PBX3 PHF7 PIP4P2 POFUT1 POP1 PPP1CC PRICKLE3 PTPN12 PTPRA QKI RBM10 RBM18 RBM27 REXO4 RGN RIC8A RILPL1 RNF139 RNF185 RNF4 RNPC3 RSPRY1 RTRAF SCYL1 SERINC5 SET SH3YL1 SLC16A1 SLC20A1 SLC25A46 SLC29A2 SLC2A1 SLC33A1 SLC39A6 SMAD3 SMARCD2 SNAP23 SNX16 SOAT1 SPATA5 SPRED1 STEEP1 STT3B STX1A STYX SYNPO2 TGFBR2 THUMPD3 TIAM1 TIGD2 TLK1 TM9SF3 TMEM127 TNK2 TOX4 TPM3 TRAPPC13 TRPC1 TSPYL1 TSR1 TTC13 TTLL11 UBE2H UBE4B UBL3 UTP18 VPS8 XPOT YAF2 YWHAB YWHAZ ZHX1 ZNF451 ZNF655 GSE39820_TGFBETA3_IL6_VS_TGFBETA3_IL6_IL23A_TREATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE39820_TGFBETA3_IL6_VS_TGFBETA3_IL6_IL23A_TREATED_CD4_TCELL_DN ABCC5 AIG1 AK2 AKR7A2 AMBN APLN ARHGEF10L ASTL ATP2A1 BCL7A BID BSN C12orf50 C1orf174 C6orf15 C7orf31 C8B CA7 CARNMT1 CASP1 CBR1 CBR3 CC2D2A CCDC40 CD247 CD320 CD74 CDH2 CDH4 CDHR3 CENPW CETN2 CFAP298 CHCT1 CHURC1 CITED2 CLMP CLPB CNMD COL22A1 COMMD1 COMTD1 COPE COQ5 CRB1 DDX59 DLX2 DYNC2I2 DZIP1L EEF1AKMT2 EFNA2 EIF3M EYA2 FANCF FBXO7 FES FKBP11 FNDC7 GCM1 GGACT GINS2 GNPTG GP6 GPC1 GPR45 GPSM3 GUSB HACD1 HDAC2 HSF1 IDH2 IER5L IFT27 IL1R1 KAT8 KCNMB4 KCNQ5 KDELR3 KLK8 LAMTOR4 LGALS3BP LGI3 LIF LMCD1 LRAT LRPPRC LSM11 LTB4R2 LTBP3 LYRM4 MAFK MBIP MCRIP2 MDGA1 MGARP MIX23 MMEL1 MORN2 MPLKIP MPND MRPL16 MRPL19 MRPL23 MRPL24 MRPL28 MRPL32 MRPL34 MRPL42 MRPS14 MRPS16 MRPS30 MRPS31 MRPS33 MRPS35 MRPS36 MRPS9 MT3 MTHFD1L MYL4 NAB2 NAGS NDUFAF1 NDUFB3 NDUFS3 NECTIN2 NFAM1 NFKBIB NR2F6 ORC6 OSGEPL1 OSTF1 PCDHA12 PDE6D PFKM PHYKPL PITX3 PLAC8L1 PLCD3 PLCD4 PLCXD1 PNO1 POLR1H PPAN PPP2R5A PSMA5 PSMB10 PTGIS PTPRCAP QTRT1 RAB3B RANBP17 RFC5 ROM1 RPF2 RPLP2 RPP21 RTCA RUVBL1 RXRA SAP130 SASH1 SCNN1G SDF2L1 SELENBP1 SLC25A12 SLC26A8 SLC4A10 SLIT3 SMOX SOX9 SPATA24 SPINDOC SPINT1 SPTSSA SPTSSB SREK1IP1 SS18L2 STMN4 STOML2 SYCE2 SYTL1 TERB1 TICAM1 TMBIM4 TMCO6 TMEM107 TMEM39A TNFRSF4 TNNC2 TRNAU1AP TSFM UBE2T UPP1 UQCC6 UQCR10 WAS WDR77 XRCC6 YBX3 ZNF76 GSE39820_TGFBETA3_IL6_VS_TGFBETA3_IL6_IL23A_TREATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE39820_TGFBETA3_IL6_VS_TGFBETA3_IL6_IL23A_TREATED_CD4_TCELL_UP AAMDC ACSL3 AIM2 AKAP13 AKIRIN1 AKT3 ANXA3 AP1AR ARFGAP2 ARHGEF40 ATAD2 ATE1 ATF7 ATG4A ATL2 ATP2C1 ATXN10 AXIN2 BASP1 BEND7 BICD2 BMPR2 BNIP5 BTBD7 BUB3 CADM2 CASR CBFB CCR6 CD226 CD83 CDC42SE1 CLCC1 CNPPD1 CNTD1 CORO7 CPNE3 CRISPLD2 CTNNA1 CTNNB1 CTTN CUL4B CUX1 CYRIA DHX15 DLL3 DNAH6 DYNC1I2 EEIG2 ENO4 ENPP4 ENTREP3 EREG ERN1 EXOC2 FAM90A13P FBXL5 FBXO11 FBXO5 FCHO2 FCHSD2 FEN1 FNBP1L GABRB1 GALNT1 GAPVD1 GAST GFRA2 GPR160 GPRASP2 GRN GSN HBEGF HMGB3 HNRNPLL HSF5 HTT IFI35 IFT43 IGF1R IL24 IPO8 IQGAP1 KAT2B KBTBD2 KCNN4 KDM1A KLF9 KRAS LAMP1 LEPROT LPCAT1 LPGAT1 LRIG1 LSM14A LY6K LYST MANEA MAOB MBNL2 MCFD2 MEIS2 MFSD11 MFSD12 MTHFD2L MTMR7 NCKAP1L NDEL1 NFATC2IP NIN NPTX1 PAK2 PARD6G PCGF3 PHAF1 PIGQ PIK3R5 PITPNC1 PITPNM1 PLEKHG2 PPP4R2 PRKCB PROX2 PTCH1 PTPRZ1 PYGL QKI RAB8B RAD18 RAP1A RASA3 RASSF9 RBM5 RDX RGL2 RGS10 RGS12 RIC8B RNF133 RNF139 RSPRY1 RTN3 SCAF8 SCN3B SDCBP2 SEC24A SERINC1 SKIL SLAIN2 SLC10A7 SLC13A1 SLC25A40 SLC25A46 SLC39A6 SLC4A7 SLC9B2 SLK SMAD3 SNORD89 SNX13 SPRED1 SRP54 SS18 ST6GAL2 STEEP1 STX1A STXBP3 STYXL2 SUSD6 TAFA3 TAGAP TAX1BP3 TBC1D15 TENT5C TERB2 TES TGFBR2 TM9SF3 TMEM127 TMEM52B TMEM65 TP53INP1 TRAPPC8 TUBA8 UBE2B UBE2H UBQLN1 UCN2 UGCG ULK2 VPS26A WASHC4 XXYLT1 ZDHHC8 ZEB1 ZFP1 ZMIZ1 ZNF318 ZNF583 GSE3982_BASOPHIL_VS_CENT_MEMORY_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_BASOPHIL_VS_CENT_MEMORY_CD4_TCELL_DN ABCC10 ACTN3 ACVR2A ADAT1 AGTR2 ALG3 ALOX15B AMIGO2 AP5S1 ARHGEF10 ASCC3 ATF5 ATP11A ATP6V1B1 BCKDHA BCS1L C10orf95 C1orf159 C6orf62 CAD CADPS CAMK2B CAMSAP2 CAST CBR3 CD248 CD28 CD320 CD82 CDC37 CDR2 CES2 CFAP410 CHD3 CHMP6 CHMP7 CLUHP3 CNDP2 CNNM1 COL10A1 COL11A1 COL14A1 CPNE3 CTSF CTSH CUL2 CYB561 CYP11B1 DCAF11 DCTPP1 DET1 DIAPH2 DNAH9 DNAL4 DOHH DPY19L2P2 EIF2B3 EIF2D EIF3F ELOA2 ELOVL4 EML3 EPHA1 ESF1 EVI2A F2RL2 FAM174B FAM182A FGF9 FOCAD GAS1 GCAT GGA1 GGA2 GIMAP5 GLB1L2 GMEB2 GOT2 GP9 GPR171 GPRC5D GSTP1 H2AC16 HACD3 HGH1 HIF1AN HMGCS2 HNRNPA3 HOOK2 HSF1 HUNK IARS1 IFNG IGHV5-78 IL13RA2 INPP4B IQCA1 ITGB1 JHY KAT2A KCTD5 KLK3 LARP1 LIMA1 LPIN1 LRIG1 LRRC20 LTB LTBP3 MAN2B1 MAT2A MAU2 MBL2 MCCC2 ME3 METAP1 MGLL MICALL1 MORC4 MRTFB MYBL1 MYBPC1 NAE1 NAP1L4 NBEAL2 NCKIPSD NDUFAF3 NECAP2 OFD1 OGFOD3 OLFML2B ORC6 PEA15 PEBP1 PHC1 PIGN PILRB PLEKHA5 PLPP1 POLQ PPT1 PRKAR2A PRKD3 PROM1 PRPF38B PRPF4B PRRC2A PRY RAB40A RAPGEF6 RASGRP2 RGS4 RND3 RPSA RRAS2 RXYLT1 RYR2 SBF1 SCML1 SDR39U1 SEMA3G SEMG1 SETD4 SFI1 SGK2 SGSH SH2B1 SIVA1 SLC12A7 SLC66A3 SLC6A4 SMPD2 SORT1 SP3P SRPRB SRRT SRY STOM SUPV3L1 SUV39H1 SYNGR4 TAF5L TASOR TESK1 TMEM161A TMEM204 TMEM33 TNFRSF4 TOMM34 TRIAP1 TRPV2 TSPAN14 UGT8 USP36 WDR18 ZAP70 ZNF14 ZNF202 ZNF571 ZNF587 GSE3982_BASOPHIL_VS_CENT_MEMORY_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_BASOPHIL_VS_CENT_MEMORY_CD4_TCELL_UP AATK ABHD5 ACOX1 ADGRE1 ADGRE2 ALDH2 ANKRD27 ANXA1 AREG ARPC3 ASL ATP10D ATP5ME ATP5MF ATP5MG AZI2 BACE2 BACH1 BAG1 BASP1 BAZ2B BCAR3 BRD7 BST1 BTK BTN2A1 C1RL C22orf46P CACNA1E CAV2 CD19 CD300A CD33 CDA CDIP1 CDK19 CDK7 CEP63 CHD7 CHP1 CHPT1 CLINT1 CLK4 COX8A CREG1 CRNKL1 CSF1 CTNNBL1 CYB5R4 DAZAP2 DCTN3 DHX15 DNTT DPEP2 DPY19L1 DRAM1 ELOB ESYT1 EVI2B FAM124B FAM30A FAM32A FAM3A FLI1 FNBP1L FRY GABARAP GALC GIT2 GPR65 GSE1 GSK3B GSN H2BC12 H3-3B H3C2 HBP1 HDC HEXIM1 HGF HHEX HLA-B HRH4 HSD17B4 HTRA2 IFITM2 IK ITPRID2 KBTBD11 KBTBD2 KDM5B KDM6A KIT KRT81 LAT2 LBHD1 LMBRD1 LMO2 LSM3 LUZP1 LYZ MAN1A1 MANF MAP1LC3B MAPK14 MARCHF2 MGAM MIA MILR1 MTARC1 MXD1 MYB NCF4 NDUFV2 NOP10 NRDC NSF NXF2 OPN3 OSER1 OSGIN2 P2RY14 PCSK1 PDCD4-AS1 PDGFC PECAM1 PELI1 PERP PLAA PLAGL1 PLCG2 PPP2R5A PPP4R1 PRNP PSEN1 PSME1 PSTPIP2 PTP4A1 PTPN12 PTPRE RALB RASGRP3 RB1CC1 RHOA RHOQ RIOK3 RNASE2 RNF10 RNF130 RRAGD RREB1 RUFY1 RUSC2 SAP30L SEC23B SERINC1 SERPINB1 SF3B1 SF3B5 SH2B3 SH3GLB1 SLC2A10 SLC44A1 SMC4 SOS2 SQSTM1 STX7 SUPT4H1 SVIL SWAP70 TAF9 TALDO1 TENM4 TIMM8B TLE4 TLR8 TM6SF1 TM9SF2 TREM2 TRIM37 TRIP4 TUBB3 TXNRD1 VAV3 VCL VEZF1 VPS8 WASHC4 WDR46 WWC3 XRCC1 YES1 YWHAZ ZDHHC3 ZDHHC7 ZFYVE16 ZMIZ1 ZNF106 ZNHIT1 ZSCAN16 GSE3982_BASOPHIL_VS_EFF_MEMORY_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_BASOPHIL_VS_EFF_MEMORY_CD4_TCELL_DN ACOT8 ACSM3 ACTR1B ADGRA3 ALOX15B AMPD2 ANKS1B APOO AQP1 ARHGAP22 ATG101 ATG13 BAG3 BCAP31 BCS1L BEAN1 C1QTNF1 CACNA1H CAD CAMK2B CBR1 CCNP CD248 CDC37 CEACAM4 CHMP6 CLCA4 CLCN5 CLDN6 CLIP4 CLNS1A CLUH CNNM1 COL10A1 CPN2 CTNNAL1 CTSC DCAF11 DCTPP1 DCUN1D4 DIAPH2 DIP2C DNAJA4 DNAJB12 DOCK9 DOHH DPY19L2P2 EEF2 EIF2B3 EIF3I ELK3 ENDOD1 ESM1 EVI2A FABP7 FAM200C FASTKD2 FAT4 FBXO21 FLT3LG FOXO3 FZD8 GAA GAK GFOD2 GLB1L2 GREM1 GRIN2D GRM4 GRM6 GTF2IRD1 GZMA H2AC17 HACD3 HAUS7 HDHD3 HEATR3 HMX1 HNRNPA3 HOXC11 HSF1 IL10 IL3 IL6 IPCEF1 ITGB1 ITGB2 ITIH5 KLF12 KLF8 KRT75 LIG1 LINC01278 LRCH4 MAPKAPK5-AS1 MAVS MCUB ME3 MED16 MFHAS1 MGLL MICAL2 MICALL1 MOCS3 MTMR1 NCKIPSD NDRG2 NECTIN2 NHEJ1 NOLC1 NOP14-AS1 NR2F2 NRBP1 NUBP2 NUDCD3 NUFIP1 OGFOD3 OR2B6 OR2H1 PAM PAPPA2 PARP2 PCDHB6 PEX26 PFKM PGC PHC1 PHF1 PLA2G4C PLEKHG6 PLXNC1 PMEL POLD1 POLR2H POLR2J2 PPM1F PPP1CC PRDM12 PRKAR2A PRR14L PSKH1 PSORS1C2 PURG PYGB RAB11FIP5 RANGRF RBM12B RET RPL14 RPS6KA3 RPSA RRN3P1 SCAND1 SCN3A SEMA3G SH2B1 SHLD2 SIRT4 SKAP1 SLC17A1 SLC19A1 SLC39A8 SLC4A4 SLC6A2 SMIM7 SNTG1 SSX7 SUV39H1 SV2A SYNE1 SZRD1 TCERG1 TDP1 TEX10 TF TGFBR3 THADA THBS3 TMC5 TRAM2 TRBC1 TRPV2 TSC1 TUBA8 UPF1 VASH1 VASP VSTM4 WDR18 WIZ WRNIP1 ZC3H7B ZNF202 ZNF446 ZNF473 ZNF665 GSE3982_BASOPHIL_VS_EFF_MEMORY_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_BASOPHIL_VS_EFF_MEMORY_CD4_TCELL_UP AAMDC ABHD5 ACTN1 ADAMTSL2 ADH1C ADIPOR1 ALOX5AP ANXA11 ANXA2P1 ARPC2 ATP10D ATP6V1B2 BACE2 BASP1 BEX4 BRD7 BRD8 BTBD7 BTN2A1 C1RL C21orf91 C5orf15 CAB39 CAV2 CCDC59 CCDC88A CCPG1 CD300A CD33 CD55 CEP63 CFLAR CHMP5 CHN2 CHPT1 CHST11 CKLF CLIP2 CLK1 COPS5 COX7C CR2 CRBN CREG1 CRNKL1 CRTC3 CSF1 CTNNBL1 CUX2 CXCL2 CXCL8 CYB5R4 DBI DENND3 DEPDC5 EID1 EIF2B1 FAM117A FAM124B FAM32A FBP1 FBXO2 FLT3 FMO5 FRY FUCA1 GIT2 GNPAT H1-0 H2AZ1 HBP1 HEXIM1 HLA-B HPGD HRH4 IFNGR2 IGLL3P IL1RAP IMPACT INTS12 JAK1 JARID2 KRT86 LAMTOR5 LAT2 LGALS8 LMBRD1 LMO2 LMOD1 LRP12 MAPK14 MED13L MFAP3L MGAM MGAT3 MILR1 MPST MT1F MTARC1 MTERF1 MTM1 MXD1 MYB MYL6 NAMPT NCF4 NDFIP1 NDUFA4 NDUFAF1 NDUFV2 NFU1 NRBF2 OSER1 OSTF1 P2RY13 P2RY14 PBX3 PCTP PDE6G PDGFC PECAM1 PEX1 PHTF2 PIAS3 PIK3C3 PIKFYVE PIM1 PJA2 PKN2 PLAA POU3F1 PPIL6 PPM1H PRKAG2 PRNP PSMC4 PSMD12 PSTPIP2 RAB4A RAB5C RAP2C RASGRP3 REPS2 REXO5 RHOA RNF10 ROCK2 RPS27L RRAGD RYK SAT1 SCFD1 SCML1 SDCBP SEC23B SEMA3C SENP7 SERINC1 SERINC3 SH2B3 SHB SIAH2 SKP2 SLC2A10 SMC4 SMC6 SOCS5 SPTBN1 SRSF4 SUOX TIMM8B TINF2 TLE4 TLX2 TM6SF1 TM9SF2 TMEM140 TMEM50A TMEM59 TRAPPC12 TST TXNRD1 UBE2J1 UBE2K UPF2 VAMP3 VEZF1 VPS13B WASF2 WBP4 WDR11 WDR45 YES1 YLPM1 ZCWPW1 ZDHHC3 ZDHHC7 ZFYVE16 ZMYND8 ZNF516 GSE3982_BASOPHIL_VS_NKCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_BASOPHIL_VS_NKCELL_DN ABCF2 ADCY2 ADGRG1 AGTR2 ANGPTL7 APOO AQP1 ATRNL1 AUP1 B4GALT5 BCAS4 BCS1L BLVRA C1orf159 CACNA1F CAD CAMK2A CASQ1 CCT4 CDH12 CDON CELSR2 CEMIP CHL1 CHST4 CLN8 CLNS1A CLUH CNDP2 COL11A1 COLQ CPN2 CST7 CTSC CYP11B1 CYP1A2 DCAF8 DENND1C DET1 DNAI1 DNAJA4 DNAJB12 DNAL4 DOHH DPH5 EDEM2 EFNA5 EIF2B3 ELOVL6 ENDOD1 ENOSF1 ENPP4 EPB41L3 ERVMER34-1 EXOC7 EXOSC7 EXT2 FAM193A FAM3C FARP2 FBXO21 FMO6P GABRA2 GABRD GFOD1 GFOD2 GGA1 GH1 GIMAP6 GREM1 GRID2 GRM4 GRM6 GSTA1 GUCA2A GZMA GZMM H3C11 HDHD5 HNMT HOOK2 HPS1 HS3ST2 IFNA16 IFNA4 IFT46 INHBB INPPL1 ITPA ITPKC KCNJ12 KIF3C KLK6 KRTAP4-7 LAMC3 LDB2 LILRA3 LINC00472 LPAL2 LPAR6 LPP LPXN LTA4H LTBP3 MAP1S MAPKAPK5-AS1 MC1R MCCC2 MDC1 METAP1 MGLL MLXIP MOCS3 MRPL52 MYH10 MYO5C MYOZ1 NEIL1 NLGN4Y NOVA1 NOX5 NPC1 NPY1R NUDCD3 OPTN OR52A1 OR7E36P P4HA2 PCDHGA1 PDE6A PDGFD PEX26 PGAP3 PGC PGLS PLA2G2F PLAAT3 PLAC8 PLEKHG6 POLD1 PPAT PRIM1 PRMT2 PRPS2 PSG6 PSKH1 PVRIG PXMP2 RASGRF1 REN RHBDF2 RHOF RNASEL RNF8 RPS6KA4 RWDD2B S100A7 SDAD1 SEMA6C SEPTIN9 SGPL1 SH3BGR SIDT1 SIGIRR SIRPB1 SKAP1 SLC26A6 SLC5A4 SLN SNTG1 SNX11 SPTAN1 STARD7 STOM SULT1E1 SYCP1 SYNE1 SYNGR4 TACR3 TARP TAS2R13 TBL3 TESK1 TFEC TIAM2 TMEM14A TMEM223 TOM1L2 TPMT TRIM27 TUBA8 TUBB2B UBIAD1 UPF1 VPS72 WIZ WRAP53 ZNF767P GSE3982_BASOPHIL_VS_NKCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_BASOPHIL_VS_NKCELL_UP AAMDC ACAA1 ACOX1 ACTR2 ACVR1 ADAM10 ADGRD2 ADGRE1 ADGRE2 ANXA1 ANXA2P2 AREG ATP10D AVIL AZIN1 BACE2 BACH1 BASP1 BCAR3 BCL2 BEGAIN BHLHE40 BLTP3B BRCA1 BTG1 C1RL C21orf91 CACNG1 CAPRIN1 CCR1 CD244 CD40LG CDK7 CDR2L CDX1 CEACAM1 CEBPB CENPU CHPT1 CNOT7 CRBN CRTC3 CSF1 CSF3 CTNNA2 CYB5R4 DAZAP2 DCN DHFRP3 DNAJC7 EDN3 EID1 ENPP2 EREG ESYT1 EXT1 FAM124B FAM30A FAM66D FBXL5 FLI1 FLNB FNBP1L FRS2 GIT2 GLUL GNAS GPRC5C GRB10 GSK3B GSTO1 H1-0 H3-3B H3C2 H4C9 HLA-B HOXA4 HS3ST1 HSD17B4 HSPB2 IMPACT INTS12 ITPRID2 KCNB1 KCNH2 KDM5B KIAA0319 KIAA0513 KLHL29 KRT81 LMOD1 LRP12 LRP5L LSM3 LY6G6C LYL1 LYRM1 MAN2A2 MANBA MANF MCFD2 MCL1 MIA MIA3 MNT MRPL42 MTARC1 MTARC2 MXD1 MYD88 MYL6 NCOA4 NDUFAF1 NDUFV2 NGDN NLK NLRP3 NOP10 NSD3 NTM NUDT2 OSBPL11 OSGIN2 OXT PAK5 PBXIP1 PCDHA10 PDCD4-AS1 PDE4DIP PDLIM5 PIGH PIM1 PITPNM3 PMP22 POLR2A POP4 PPP6C PTP4A1 PTPN6 RAB31 RAB4A RAB5IF RAB6A RALYL RASGRP3 RBKS RERE RFX4 RRAGD RUSC2 S100P SCGB1D2 SDCBP SEC23B SENP7 SERINC3 SFXN1 SH3GLB1 SIAH2 SKP2 SLC2A10 SNRPB2 SORD SPTBN1 SRD5A1 SSBP2 SSR3 STAT5B SVIL TENM4 TESPA1 TFAP2B TIGD6 TM6SF1 TM9SF2 TMEM140 TMEM254 TMEM59 TNFAIP8 TPPP TPT1 TREM2 TREML2 TRIM48 TRIP4 TRPC4 TTC21B TXNRD1 UBE2D3 UTP3 WASL WWC2 YWHAZ ZC2HC1A ZCWPW1 ZDHHC7 ZNF654 ZRSR2P1 GSE3982_BASOPHIL_VS_TH1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_BASOPHIL_VS_TH1_DN AARS1 ABCF2 ACSL3 ADRM1 AKR1B1 ALDH18A1 ANO10 APBB3 APOBEC3G AQP3 ARL6IP1 AURKA B4GALT5 BFAR BLM BRD3OS BUB1B C1orf216 CA5BP1 CAST CBR1 CBR3 CC2D1A CCL4 CCNE2 CCNJL CD28 CDC123 CDC37 CDR2 CENPS CHAF1B CHEK1 CHEK2 CHL1 CKS2 CTNNAL1 CTSH CYP11B1 DCPS DDIT4 DDOST DDX10 DHODH DIXDC1 DNAJC9 DOCK4 DOHH DOLK DPH2 EEF2 EIF5A ELOVL4 ELOVL6 ENO1 EVI2A FNDC3B GCAT GGCT GGH GLB1L2 GLRX2 GOLT1B GPN2 GRK3 GRM3 HBEGF HCFC1 HELLS HIBCH HMGA1 HMGB3 HMGXB3 HS3ST2 HSD17B12 HSPD1 IARS1 IKBKE IL2RA ILF3 KIFBP KRT37 LARP4 LILRA6 LIMA1 LRIT1 LRRC20 MAGEC2 MAGIX MALT1 MAMLD1 MAPK8 MFHAS1 MICB MIS18A MKLN1 MLLT11 MOCS3 MORC2 MRC2 MRPL11 MRPL13 MRPL39 MRPL4 MRPS15 MRPS18A MRTFB MRTO4 MSH2 MSMO1 MTG1 MTHFD1 MYO5A NASP NEK2 NETO2 NME1 NQO1 NRBP1 NUDCD3 NUP37 OGFOD2 OGFOD3 OLA1 OTULINL PAICS PDE4D PDIA5 PHACTR4 PHB1 PLA2G4C PLEKHG6 PNP POLA1 POLR2J2 PPFIA1 PPFIA3 PPIF PPP1R2 PRKAR2A PRMT5 PRPF19 PSD4 PSMB2 PSMB5 PSMC4 PTGIR QDPR RAD51 RAI14 RANBP1 RANGRF RPS6KB2 RRM1 RRP7A RRP9 RSRC1 RWDD2B SAC3D1 SACS SCAND1 SCNN1G SFI1 SH2D1A SHQ1 SINHCAF SLAMF1 SLC17A1 SLC25A32 SLC2A5 SLC38A1 SLPI SMCO4 SNRPF SNTB2 SPAG5 SPRY1 SPSB1 SQOR STK39 STMN1 STXBP1 SYTL2 TCERG1 TESK1 TMED3 TMEM223 TMEM97 TOMM40 TP73-AS1 TTC26 TUBG1 UBFD1 WIZ XRCC2 YARS1 YWHAH ZFPM2 ZWILCH GSE3982_BASOPHIL_VS_TH1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_BASOPHIL_VS_TH1_UP ADGRF1 AGTPBP1 AKAP9 ANKRD55 AP3S1 ARHGAP15 ARHGDIB ARHGEF40 ASB8 ATM ATP10D BACE2 BACH2 BAZ2B BBS9 BCL6 BCLAF1 BEX4 BIN2 BPESC1 BRD8 BTBD7 C11orf71 CAPRIN2 CCAR2 CCDC87 CD164 CD9 CFAP45 CLCA2 CLK1 COLQ CR1 CTCF CTDSP2 DCAF8 DENND4C DNASE1L1 DPY19L1 DSE DSG1 DUSP1 EIF4A2 EMILIN2 EXOC1 FAF2 FAM13B FAM172A FAM30A FBXL5 FGR FRAT1 GALC GRIA1 GRIA2 GSK3B GSTA1 H3C11 H4C11 HBP1 HBZ HCK HCP5 HLA-DPB1 HOXA9 HP ICAM2 IFITM2 IK ILRUN IQCH IQGAP2 IQSEC1 KANSL1L KATNIP KDM5A KDM6A KIF5A KIT KLF9 KLHL24 LAMTOR2 LAPTM4A LGALS8 LMAN2L LMBRD1 LPIN1 LSM14A LYL1 MAF MAN2B2 MAP1LC3B MAP2K4 MARCHF7 MBP MEGF9 MEIS2 MFSD1 MGAM MKRN1 MSL3 MTARC1 MTERF1 MTM1 MUC5AC MUC7 MXD1 N4BP2L2 NACA NCF1C NDRG1 NFE2 NPIPA1 NTM NUDT2 OSGIN2 P2RY13 P2RY14 PAX1 PBX3 PCMTD2 PCSK5 PCTP PDGFC PGLYRP1 PLAGL1 PLBD1 PLEKHF2 PMP22 POGZ POLR1D POLR2A PPP2R5A PRDM4 PRDM8 PRKACB PRKCB PRM1 PRMT2 PRPF3 PTGS1 PTPRC R3HDM2 RAB4A RERE RHOA RNF139 RPS15A RPS25 RRAGA RTN3 S100A4 S100P SARAF SCP2 SDCBP SERINC1 SERINC3 SH2B3 SH3GLB1 SLC2A4 SLC4A3 SMURF1 SORBS1 SOX13 SPEN SRSF6 STAG2 STAT5B SVIL SWAP70 SYCP2 SYF2 TFAP2B TLR4 TMEM59 TRAM1 TRANK1 TREX2 TRIP4 TSC22D1 TSNAXIP1 UBA3 UBE2E3 UBXN2B USP15 USP25 VCL VPS11 VWA8 WIPF1 WSCD2 YLPM1 ZBTB18 ZCWPW1 ZNF106 ZNF266 ZNF280B ZNF32 GSE3982_BASOPHIL_VS_TH2_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_BASOPHIL_VS_TH2_DN AARS1 ABCF2 ACTL6A ADCK2 ADRM1 AHI1 APEX1 ATP10A AURKA BANF1 BCS1L BLM C17orf80 CAD CALB2 CBS CDC123 CENPQ CHMP6 CHSY1 CKAP2 CKS2 CLDN6 CLIC4 COL10A1 CPLANE2 CPN2 CSE1L CSTF2T CTSH CXCR6 DBT DCPS DCUN1D4 DIXDC1 DNAI1 DNAJB12 DOHH DPP4 E2F4 EEF2 EIF3J EIF4A1 EIF4E EIF5A ELOVL6 EMC1 ENDOD1 ENO1 ERCC6 ERF ESPL1 FASLG FASTKD1 FOCAD GEMIN4 GGH GLRX2 GLRX3 GPN2 GPR171 HACD3 HAUS5 HDHD5 HGH1 HIBCH HIRIP3 HMG20A HNRNPF HOOK2 HSPD1 HYOU1 IARS1 IGFLR1 IL2RA ILF3 INPP4B ITGB3BP KCNK1 LAIR2 LCK LRRC42 LRRC8D LSM6 LTBP2 LUC7L2 MAGI1 MAGOH2P MAVS MCCC2 MCTS1 MCUR1 MED24 MFHAS1 MOSPD1 MRPL11 MRPL39 MRPL4 MRPL42 MRPL57 MRTO4 MSH2 MTG1 MTHFD1 NCBP1 NDUFA8 NLRP2 NUP37 NUSAP1 OGFOD3 OLA1 OR7E36P ORC2 ORC6 OTULINL P3H1 PARK7 PER2 PFAS PFDN4 PHB1 PHLDA1 PLA2G2F PLA2G4A PLEKHG6 POLR2C POLR2E PPARG PPIF PPT1 PROM1 PRSS50 PRY PSD4 PSMB2 PSMB5 PSMC4 PSMD7 PTPN11 PXMP2 QDPR RAP1GDS1 RARB RCC1L RIC8B RNASEL RNF8 RPA3 RPS19 RPUSD2 RRM1 RRP7A RSRC1 RXYLT1 SCNN1G SDC4 SDHC SEC14L2 SERBP1 SH2D1A SHARPIN SIGMAR1 SLAMF1 SLC25A32 SLC41A3 SLN SMIM7 SMPX SNRPE SNUPN SORT1 SPA17 SPAG5 SPATS2 SYTL2 TEX10 TIAM1 TIPIN TMED3 TMEM223 TMEM8B TOMM34 TOMM40 TOP3A TP53 TP63 TTF1 TTF2 TUSC2 USP13 VARS1 VBP1 WDR18 WDR46 WIZ WNT16 XPO1 ZAP70 ZNF551 GSE3982_BASOPHIL_VS_TH2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_BASOPHIL_VS_TH2_UP ABHD5 ACTB ADCY7 ADD3 ADGRE1 AFP AGTPBP1 AKAP17A AKAP9 ANXA1 ANXA2P1 ANXA2P2 AP5M1 ARAP2 ARHGAP15 ARHGEF10 ATP10D B2M BAZ2B BCL6 BEX4 BID BMP15 BSN BST1 C11orf71 CA3 CALM1 CASP4 CCSER2 CD33 CD63 CDK19 CELSR1 CEP63 CETN2 CHPT1 CILK1 CLCA4 CLEC4A CLIP2 CLK1 CPEB3 CR2 CREG1 CSAD CTCF CTNNBL1 CYB5R4 CYBB DCUN1D2 DHRS7 DNTT DRAM1 DSE DYNLT1 EIF1 ELOB EPAS1 EPB41L3 FAU FCGBP FIG4 FLNB FLT3 GABRA1 GALC GALNT3 GARNL3 GDPD5 GIT2 GSAP GUSBP11 H2BC9 HBB HCP5 HGF HLA-DPA1 HLA-DPB1 HLA-DQB2 HP HSPA1A HTR4 IFITM2 IGLV1-44 IK ILRUN JAK1 KATNBL1 KDM5A KIT LAPTM4A LRP12 LSM14A LYL1 MACF1 MAP2K4 MAPKAPK5-AS1 MBP MEGF9 MGAM MYL12B N4BP2L1 N4BP2L2 NCF4 NDRG1 NECAP1 NLK NPR3 OSBPL11 OSER1 OSGIN2 P2RY14 PAFAH1B1 PAPOLG PARP4 PARP8 PDCD6IP PDE6G PECAM1 PEX1 PHF21A PIAS3 PIK3C2A PILRA PLAGL1 PLCB1 PLEKHF2 POGZ PPP2R5A PRKAB1 PRR5L PSTPIP2 PTGS1 PTPRE PTX3 PYY2 R3HDM2 RAB4A RAD51B RARB RASGRP3 RASSF2 RHEB RHOQ RIGI RPL28 RRAGA RREB1 SEPTIN2 SERINC3 SHC3 SIRPA SLC10A3 SLC38A4 SLC4A3 SLCO3A1 SOCS5 SORCS3 SOS2 SPTLC2 SRD5A1 ST3GAL6 STAG2 SUPT20H SVIL SYNM TDP2 TDRD7 TESPA1 TFF2 TIGD6 TMED5 TMEM140 TMEM80 TMEM87A TMOD1 TPM1 TRANK1 TRAPPC2 TRIM37 TRIM5 TSC1 TSC22D3 TTC38 UBA3 UBAP1 UBXN2B USP8 WASHC4 WIF1 WWP1 ZBTB7C ZFYVE16 ZMYND8 ZNF37BP ZNF516 ZNF586 ZNF750 ZZEF1 GSE3982_BCELL_VS_BASOPHIL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_BCELL_VS_BASOPHIL_DN ABCC5 ABHD5 ACTR2 ACVR1 ADCY10 ADGRE1 ADGRE5 ADH1C ADIPOR2 ARPC5 ATP1B2 ATP2B4 ATP2C2 B2M BABAM2 BHLHE40 BIN2 BMP3 BST1 C1RL C21orf91 CA8 CCR5 CD3D CD3G CD9 CDA CDH2 CDHR1 CEBPB CFAP45 CHPT1 CHST11 CKLF COX6C CREG1 CRIM1 CST3 CST7 CTNNBL1 CX3CR1 CXCL8 CYP1A1 DAZAP2 DBH DBI DDO DENND3 DPEP2 DRAM1 DUSP1 DYNLT1 EFNA1 ELF1 ELOVL4 EMX2 ETS2 FAM124B FAM186A FAM66D FAR2 FBXL5 FCGR3B FLT3 FNBP1L FOXJ2 FOXO3 FRMPD1 FRY FUCA1 GDNF GLRA3 GLUL GNAS GRB10 GRIA2 GSTO1 GZMA H1-0 H3C10 HMGA2 HOXA4 HP HRH3 IL32 INTS12 ITGA9 ITK ITPRID2 JARID2 KANSL1L KDM5A KLF3 LAPTM4A LPAR6 LRP12 LYPD1 MAP1LC3B MAPKAPK5-AS1 MBP MEOX2 MNX1 MPP1 MRC2 MS4A5 MTRF1L MYB MYRIP NDUFS1 NECAP1 NECTIN3 NFE2 NLGN1 NLK NME8 NRDC OPRM1 OSBPL3 OSGIN2 PAK5 PALLD PARP4 PAX3 PBX3 PCTP PDCD4-AS1 PDE6G PDGFC PIAS3 PILRA PLGRKT POGZ PPP2R5A PRR5L PRSS2 PSMD1 PSTPIP2 PTGES PTP4A1 PYY2 RAB31 RASSF2 REPS2 RFX4 RIMS3 RNF10 RNFT1 RRAGD RTN3 S100A8 S100P SCGB1D2 SDC3 SEC23B SELPLG SEMA3C SEMA4C SEMA4D SERINC1 SERINC3 SERPIND1 SFXN1 SGPP1 SH2D1A SIRPA SLC12A6 SLC25A44 SLC2A10 SLC4A1AP SMAD7 SNCAIP SORL1 SOX13 SPINK1 SYCP2 TACR3 TALDO1 TBX10 TLR4 TLR8 TLX2 TMEM59 TNFSF11 TOB1 TPST2 TPT1 TREM2 TUBB2B UBAP2L UBB UBE2D3 VCL VEGFA VIP WDR1 WIF1 ZDHHC7 ZNF148 ZNF674 ZRSR2P1 GSE3982_BCELL_VS_BASOPHIL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_BCELL_VS_BASOPHIL_UP ABCB9 ABCF2 ACOT8 ADGRV1 AK2 AMPD2 ANTKMT APOBEC3G APOO ARHGEF9 ART1 ASAP1 ASCC3 ATP10A BACH2 BFAR BRD3OS C17orf80 C1orf109 C1orf216 CA5BP1 CAD CALB2 CAMK2A CBX7 CCDC9 CD1A CD72 CD83 CHMP7 CLN8 CLUH COQ6 CORO7 CPLANE2 CRIP2 CRYL1 CSNK1G2 CYLC2 DBNDD1 DCLRE1C DMWD DNAJC11 DNPH1 DOP1B DUS2 EEF1B2 EIF2AK3 EIF3B ENDOD1 ENTREP1 EPS8L3 ERCC6 FABP5 FAM193A FAM200C FAM3C FANCG FBXO21 FCMR FOLR1 GAA GABRA2 GAK GEMIN4 GGA1 GGA2 GH1 GLB1L2 GNB5 GPR75 GPRC5D GRK3 GRK5 GTPBP6 GUSBP11 HDAC6 HDHD5 HESX1 HLA-DPA1 HLA-DRB1 HLA-DRB6 HPSE HS3ST1 IGFLR1 IGHV5-78 IGKC IGLV1-44 IKBKE ILF3 INTS3 IRF8 ITGB1BP2 JAM3 KLHL11 KPNA2 KRT37 LARP1 LPCAT3 LRRC23 LTA4H LTB LY9 MAGEC2 MAVS MCF2L MFHAS1 MLYCD MRTFB MTAP MTCL1 MTFR1 MTMR4 MTSS1 MYL3 MZF1 NASP NDUFA8 NDUFB8 NLRP2 NOP56 NUBP2 NUDCD3 OGFOD3 OLFML2B P4HA2 PABPC4 PARP1 PEBP1 PFN2 PGAP3 PHACTR4 PLA2G2F PLAAT3 PLCH2 PLEKHJ1 PLPP1 PLPP3 PMS2P1 PPAT PPFIBP2 PPP3CC PPT1 PRG4 PRIM1 PRSS50 PRY PSD4 PXMP2 RASGRP2 RGS4 RPP38 RPS21 RPS2P45 RPUSD2 RUBCNL RUFY1 RXYLT1 SCLY SDR39U1 SEC14L5 SEMA3G SEMG1 SETBP1 SHMT2 SLC17A1 SLC25A4 SLC41A3 SLC7A4 SMPD2 SPATS2 SRPRB SRRT SSX7 ST13 SYT17 SZT2 TCF3 TCFL5 TEX10 THADA TMEM156 TMEM243 TNFRSF1B TOMM34 TOMM70 TP63 TRADD TRIM25 TSPAN3 TTC4 TTC9 TTPAL USP2 WDR77 ZBP1 ZDHHC4 ZNF202 ZNF473 GSE3982_BCELL_VS_CENT_MEMORY_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_BCELL_VS_CENT_MEMORY_CD4_TCELL_DN ACKR3 ACSL6 ADCY10 ADGRE1 ADNP2 ADTRP AGR2 AKR1C1 AP1M2 ASTN1 ATP10A AUTS2 AVPR1A BOK C1S C1orf216 CACNB1 CAMSAP2 CAPN9 CASP6 CCDC170 CCDC177 CCL13 CCL5 CD177 CD28 CDH8 CDH9 CETP CHN1 CHRNB3 CLEC4M COL10A1 COL11A1 COLEC11 CREBL2 CSPG4 CSTPP1 CXCL11 CYBRD1 DAZAP2 DCHS1 DDR1-DT DENND1B DKFZP434A062 DLC1 DLX6 DNAH7 DPF1 DPP4 E2F3 EEF1AKMT3 EFHC2 ETV3 EVC EXOC6B FAM168A FAM174B FBXO22 FCF1 FCN3 FGFBP1 FKBP10 FKBP5 FOXL1 GABARAPL1 GABRA3 GAS1 GLRA3 GPA33 GPR37L1 GRAP2 GRM5 H3C12 H4C7 HAND2 HAUS7 HBE1 HNRNPA1 HOXA4 HOXB2 HOXB8 HTT IL11 IL18RAP IL7R ING3 ITGA2 ITGA9 KIF1B KIF21B KIT KLHL23 KLHL3 KMT2A KRT32 LCK LDHB LGALS3BP LRRFIP1 LUZP4 M6PR MAG MANSC1 MBL2 MBP MEOX1 MEOX2 MICAL2 MID2 MLLT1 MLLT3 MMP15 MPHOSPH8 MRC2 MSR1 MT1F MTRF1L MTSS2 MVB12B NAP1L4 NDNF NECTIN3 NPHS1 NPR2 NR4A3 NRXN1 NXN OBP2A OR11A1 OR2B2 P2RY1 PATJ PCDHB11 PCLO PCNX2 PCYOX1L PDIA2 PHLDA1 PHOX2A PLK3 PLXDC1 POGLUT1 POLD3 PON3 PRKAA2 PRL PRR5L PSORS1C1 PTPN13 PXN RASAL2 RASGRF1 RPL5 RRM1 RUNDC3A RUNX1 RUSC1 SAMHD1 SASH1 SATB1 SBNO1 SDC4 SEMA4C SEPTIN9 SERPINA6 SLC12A7 SLC14A1 SLC22A1 SLC28A2 SLC2A4 SMIM7 SORBS3 SPATA6L SYNM TCF7 TEX28 TLK2 TLR3 TMPRSS3 TNFRSF12A TNS1 TPM2 TPSG1 TSBP1 TSPAN15 TSPAN2 TSPAN6 TTC22 TTLL3 TXK USP10 WHRN ZAP70 ZDHHC18 ZNF12 ZNF34 ZNF467 GSE3982_BCELL_VS_CENT_MEMORY_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_BCELL_VS_CENT_MEMORY_CD4_TCELL_UP ACP5 ADA2 ADK ADO ADRB1 AGPAT5 ALDH2 ALOX5 AMPD3 ANXA4 APOBEC3G ARMCX2 ARPC3 ATP10D ATPAF2 B9D2 BACE2 BACH2 BAIAP3 BANK1 BASP1 BCL11A BHLHE41 BICRAL BLCAP BMP2K C5orf22 CA2 CACNA1A CASC3 CAT CD14 CD1C CD200 CDKN1A CHFR CHKA CHST15 CKAP4 CKS2 CLEC4A CLMN CNP COBLL1 COPB2 COQ2 COX17 CRIP1 CSF2RB CTSH CYBB DACT1 DALRD3 DGLUCY DHRS7B DUS2 E2F5 EHD3 EIF2AK3 EMC8 ENSA FA2H FAM30A FBXO41 FBXW11 FCER2 FCGR2B FCGR2C FGR FTSJ1 GALNT10 GNA12 GSTZ1 GUCY2C GUSBP11 H2AC6 H2BC12 H2BC9 HARS2 HDDC2 HHEX HK2 HLA-DMA HLA-DMB HLA-DOB HLA-DPB1 HLA-DRA HLA-DRB1 HPS5 HS3ST1 HSP90B1 HTRA2 IFNA6 IGHA1 IGHD IGHM IGKC IRAK1 IRF4 IRF7 IRF8 ISG20 JADE3 KCNN4 LAMP5 LAT2 LMO2 LYL1 MAP3K8 MAP3K9 MAPK12 MEF2C METTL25B MICALL1 MKLN1 MMACHC MRPL15 MS4A1 MTSS1 MZB1 NT5C NT5E NUMB OAS1 OPN3 ORC5 P2RX5 PAPSS1 PARM1 PAX5 PCDH9 PDE7B PDLIM1 PECAM1 PIP5K1B PKIG PLEK PPP1R16B PSAP PSEN2 PSMD10 PUS1 RAB31 RABGEF1 RASGRP3 RASSF2 RHOB RHOQ RUFY1 S100A8 SAG SAV1 SCRN1 SEC14L1 SEC23B SEL1L3 SERPINA1 SHMT2 SIDT1 SIDT2 SLC15A3 SLIRP SNN SPIB SQLE SWAP70 SYPL1 SYT17 TBC1D22A TBC1D9 TCF4 TCL1A TERF2 TFEB TMEM156 TMEM62 TMEM70 TMUB2 TNFRSF17 TNFSF13 TOP3B TOR3A TRIB1 TRIB3 TSHR TSPAN3 TST TUBB6 TULP2 URB1 UROD USP22 YBX3 ZBTB18 ZDHHC4 ZNF232 ZNF804A ZSCAN32 GSE3982_BCELL_VS_EFF_MEMORY_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_BCELL_VS_EFF_MEMORY_CD4_TCELL_DN A4GNT ABCC5 ADCY10 AK1 ALDH1A2 ALDH3B2 ALOX15B AMMECR1 ANGPT1 ANKS1B ANO1 ANTXR1 ANXA1 AOAH APOBEC1 APOBR ARHGEF26 ARL4C ARRB1 ATP4A B2M B3GALT1 BAG3 BBS9 BEAN1 BMP1 CACNB2 CASP6 CATSPERZ CCDC9 CCL22 CCNT1 CD248 CD300A CDHR5 CETP CHI3L1 CHRNA9 CIT CLCA4 CLEC4M CLIC5 CMKLR1 CNIH3 COL10A1 COL5A3 COPZ2 CORO2A CREB3L1 CST7 CSTPP1 CX3CR1 CYP4F11 DCBLD2 DHDDS DLX4 DMWD DOK2 DSTN EDN3 ENOSF1 EPHA5 EPPIN ERC1 ESR2 ETV3 ETV6 EXOC6B EXTL2 FABP7 FBXO22 FCF1 FECH FGF18 FKRP FRAS1 GGA1 GRAP2 GSTT2 GUCY1B2 GZMM H3C12 H4C4 HABP4 HCRTR2 HELZ HES2 HOXB6 HOXD11 HTN3 HTRA1 IL7R ITGAL KIR2DS2 KLK14 KLRF1 KRT34 KRT75 KRTAP1-3 LAMA4 LDHB LDLRAD4 LGI2 LIFR LONRF3 LOX LPIN2 LRP12 LRRFIP1 MAB21L2 MAGEA10 MAOB MEIS1 MRC2 MUC1 MVB12B MYCN MYF6 MYLK3 MYO10 NCAPG2 NCKAP1 NDRG1 NHLH2 NLGN1 NMU NPTXR NXN OASL OR2B2 OR3A1 OR7E87P OTUD7B P2RY13 PAM PDE10A PDE3A PENK PHOX2A PLEC PLIN1 PLXND1 PRR14L PSMD1 PTGDS PTP4A3 PXN PYHIN1 RAB11FIP5 RAD51 RASGRF1 RBP4 RIBC2 RIPPLY3 RORB RRM1 RUSC1 SALL1 SAMHD1 SATB1 SEMA4C SH2D3A SH2D4A SH3GL2 SHH SHTN1 SLC12A3 SLC28A3 SLC2A3 SLC30A3 SLC34A1 SMR3A SOX13 SPINK1 STAB1 STIL STRADA TARP TAS2R14 TMC5 TNFRSF1A TNNC1 TRIAP1 TRIM45 TRPC7 TRPV4 TXLNGY WDR76 ZCCHC24 ZFR2 ZNF12 ZNF197 ZNF365 ZNF480 ZNF674 ZNF91 GSE3982_BCELL_VS_EFF_MEMORY_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_BCELL_VS_EFF_MEMORY_CD4_TCELL_UP ACP5 ADK ADO AGPAT5 ALOX5 APBA3 ARL4A ATP5MC1 ATP6V1E1 ATXN7L1 BASP1 BHLHE41 CACNA1A CAT CCNB1IP1 CCT2 CD200 CD83 CDK14 CEPT1 CFD CHD1L CHFR CHPT1 CHRM4 CIRBP CLIC4 CLIP2 CLMN CLN8 CLNS1A COL9A3 COQ2 CUX2 CYBB CYRIA DBNDD1 DLAT DLL3 DUS2 E2F6 EAF2 ECHS1 EIF2D ENTPD1 EPB41L2 EPHX1 FA2H FAM193A FAM30A FAT2 FBXO41 FCER2 FCGR2C FDPS FMO1 FTH1P5 GATB GATM GNG7 GSTT1 H2AC6 HLA-DMA HLA-DMB HLA-DOB HLA-DPB1 HLA-DQB1 IFNGR2 IGHA1 IGHM IL4R ING1 INPP5A IQSEC1 IRAK1 IRF4 IRF7 IRF8 ISG20 ITPR1 KCNE5 KCNN4 KCNQ1 KPTN LAT2 LIN37 LLGL1 LRRK1 LTA4H LY86 MAPK12 MARCHF3 MCM5 MCTS1 MEF2C METAP1 MICAL1 MICAL3 MICALL1 MRM2 MRPL13 MRPL15 MRPL33 MSL3 MTFR1 MTMR1 MYO1E MZB1 NASP NDUFA8 NDUFAF1 NDUFB6 NKRF NT5E NUP133 NUP88 NUP93 OAS1 OPN3 PARM1 PAX5 PCTP PDLIM1 PECAM1 PEX11B PIGC PKIG POLB PTPRN2 RAB14 RAB31 RASGRP3 RBM12 REPS2 RNF4 RNFT2 RPS27L RUBCN RUBCNL RUFY1 SCN2A SCPEP1 SEC14L1 SEL1L3 SEMA3B SERTAD2 SH3BP4 SHMT2 SIAH1 SIDT2 SIGLEC5 SIK1 SLC15A3 SLC17A9 SLC2A5 SLC7A7 SMARCAL1 SMPD2 SOD1 SPATA6L SPATS2 SPCS1 ST13 ST6GAL1 STX7 SYPL1 SYT17 TALDO1 TBC1D22A TBC1D9 TERF2 TFEB TLR7 TMEM156 TMEM268 TMEM62 TMEM70 TNS3 TOR3A TSHR TST TXNDC15 U2AF2 UBE2J1 UNC119 UQCRH USP22 UVRAG VPS50 WWC3 XYLT1 ZBTB10 ZC3H4 ZC4H2 ZDHHC14 ZHX2 ZNF154 ZNF410 GSE3982_BCELL_VS_NKCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_BCELL_VS_NKCELL_DN ABCG2 ACP3 ADAM29 ADM ADM2 ADRB2 AFF4 AKR1C1 ALDH1A2 ALDH3B2 ALOXE3 ANOS1 ARHGAP35 ARL4C ATP2B4 AVPR1A BDNF BHLHE40 BPY2 C1orf216 C2 C5AR1 CACNA1F CATSPERZ CCL1 CCNA1 CD247 CD3D CDH18 CDH9 CELSR2 CLU CLUL1 COL11A1 COLQ COQ6 CRB1 CRHBP CYP24A1 CYP2C19 DDX6 DHX16 DNAJC4 DOK2 EEF1AKMT3 ELF3 ENOSF1 EPHA5 EPS8L3 EXTL2 F9 FAM186A FBXL7 FNDC4 FOXI1 FPR2 FRMPD1 GABARAPL1 GATA3 GH2 GLRA2 GLTP GPR107 GPR21 GRIN2D GSC2 H2AC4 H4C7 HCG9 HDAC11 HEXA-AS1 HSPA6 HTRA1 IFITM1 IGF2R IPCEF1 IQCA1 ITGAL ITK ITM2A KCNE4 KIF21B KIR3DL1 KLHDC8A KLRB1 KRT6A KRTAP5-9 LAIR2 LAMA1 LCK LGI2 LIFR LILRA3 LILRP2 LPIN2 LPP LRP1B LRRTM4 LUZP4 M6PR MADCAM1 MAP2K7 MB MFGE8 MLXIP MMRN2 MPP1 MSR1 MT3 MTAP MUC1 MUC5AC MXRA7 MYO7A N4BP1 NCAM1 NHLH2 NKX2-1 NLRP3 NPHS2 NRG1 NRG2 OR12D3 OR3A1 OSBPL2 OTULINL PALLD PATJ PCDHB11 PDE4A PDE6G PDGFD PEG3 PHOX2B PITPNC1 PITPNM3 PKD1L1-AS1 PKNOX2 PKP4 PLEKHF1 POLD3 POMZP3 POU4F2 PPP2R5A PZP RALYL RCAN1 REEP1 RORA RPA1 RUSC1 SAA4 SAMHD1 SASH1 SCAF4 SCARB2 SCRIB SEC14L5 SECTM1 SEMA4C SGSH SKAP1 SLC30A3 SLC43A3 SOX13 SPON2 SYCE1L SYCP1 SYNE1 SYNGR1 TBC1D8 TBX10 TFR2 THBS4 TIAM2 TPST2 TPX2 TRIAP1 TSHB TSPAN1 TTF1 TXK TXNRD1 TYROBP UBAP1 UBQLN3 UNC5B USB1 VASH1 VCL XCR1 ZCCHC4 ZDHHC18 ZDHHC8BP ZMAT3 ZNF362 ZNF702P GSE3982_BCELL_VS_NKCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_BCELL_VS_NKCELL_UP ABCB9 ADARB1 ADK ADO ADPRM ALOX5 AMPD3 ANXA13 APTX AQP3 ARPC3 ASMTL ASXL1 ATP5F1A ATP6V1G1 ATP8B3 B4GALT7 B9D2 BACE2 BAIAP3 BANK1 BCL11A BCL6 BIK BLCAP C3orf52 CACNA1A CBFA2T2 CBR3 CCDC6 CCT2 CD19 CD200 CD72 CIITA CIRBP CLDN7 CLIC4 CLNS1A CNTNAP2 COL9A3 CR1 CRIP1 CRYM DAP3 DMAC2L DNAJC3 DSE EBI3 EHD3 EIF3L ELOA-AS1 ENPP3 EPB41L2 EPS8L2 EZR FA2H FAM30A FBXO41 FCER2 FCGR2B FCRL2 FDFT1 FH G3BP1 GAB2 GABARAPL2 GATM GFOD2 GLDC GNA12 GNB5 GPRC5C GTF2A1 GTF2F2 GUCY2C H2AC6 H2BC12 H4C9 HDAC3 HDAC9 HEMK1 HESX1 HK2 HLA-DMA HLA-DMB HLA-DOB HLA-DPB1 HLA-DRB4 HMBS HPS5 HS3ST1 HSBP1 IGHA1 IMPG2 IRF4 IRF8 IRGQ ISG20 ISG20L2 ITM2C JADE3 KIAA0319 LAMC1 LAPTM4A LARP1 LDHB LTA4H LTB LY96 LYL1 LYRM4 MARCHF3 MARCKS MIEF1 MRPS27 MTCL1 MX1 MYH3 MZB1 N6AMT1 NAXD NDUFAF1 NFATC1 NSD3 NSDHL NSUN5 NT5E NUDT2 OAZ3 OPN3 OR7E47P OSBPL10 P2RX5 P2RY10 PABPC3 PABPC4 PDE4B PDE6B PDLIM1 PIP5K1B PKIG PNOC PPA1 PPM1E PPP1R16B PPP6C PRODH PSMA2 PTCD1 PTPRK PUS1 RAB3GAP1 RAD23B RASGRP3 REPS2 RHOH RPAIN RPL10A RPL15 RPL24 RUBCNL SAV1 SCN3A SEL1L3 SERGEF SHMT2 SLAMF1 SMPD2 SPATS2 SQLE SSBP2 SWAP70 TBC1D22A TCF3 TCL1A THADA TJAP1 TMEM156 TMEM243 TNFRSF13B TNS3 TOR3A TRADD TRAF3 TRIM25 TSEN2 TSHR TSPAN3 TTC9 UBE2J1 UBE2N UTP3 UVRAG WDR77 ZCWPW1 ZDHHC14 GSE3982_BCELL_VS_TH1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_BCELL_VS_TH1_DN ABCA2 ACOT7 ADIPOR2 AFF4 AGK AK4 AMMECR1 ANXA3 APBB2 APOBR APOD ARL3 ASF1B ATP2B4 ATP9A BAG2 BAHCC1 BARD1 BHLHE40 BTG3 BUB1 BUB1B C21orf91 CBS CCL4 CD247 CD28 CDC123 CDC25A CDH9 CEBPA CEP170B CKS2 CLIP4 CLSPN COPZ2 CORO2A CST7 CTTN CYP46A1 DCTN5 DGKI DLGAP5 DNASE2B DTYMK DYNLT1 EGFL6 ELAC2 ELOVL6 ENY2 EPS8L3 EVC EXOC6B FABP5 FAM200C FANCG FKBP5 FLOT1 FN1 FNDC3B FOSL1 FOXM1 FUS GADD45A GBAP1 GIPR GMEB1 GOLGA2 GPR63 GRPEL1 GTF2H5 GTSE1 GZMB GZMM HACD1 HBE1 HBEGF HELLS HK3 HMBS HMGB3 HOPX IL15RA IL18RAP IPCEF1 ITGA2 ITK ITM2A JPT1 KCNS3 KIF2C KIF4A KIFBP KPNA2 LAIR2 LCT LRFN4 LRP1B MAL MAMLD1 MCUR1 MFGE8 MKLN1 MPIG6B MPP1 MRC2 MRPL16 MT3 MTCH2 MUC1 MYH10 NAP1L4 NASP NCAPG NDN NDUFS1 NECTIN3 NEFH NEIL3 NGDN NRP1 NSD2 NUP155 NUPR1 OPTN PAQR4 PARD3 PDE3B PDGFA PHACTR2 PITPNM1 PLK1 PLK3 POGLUT2 PPIF PPP1R3A PRC1 PTGIR PTTG1 PXMP2 QPRT RAB11A RAB11FIP5 RAD23B RBM28 RBM47 REEP4 RNF19A RNF24 RPRM RPS6KA3 RRM1 RRM2 SAP30 SCD SECTM1 SFXN1 SLC22A1 SLC25A22 SLC31A1 SLC43A3 SLC6A15 SMAD5 SMAD7 SPAG5 SPC25 SPP1 SPRY2 SPSB1 SQOR ST3GAL6 STARD13 STEAP1 TAP1 TAP2 TMEM106C TNFRSF25 TNFRSF9 TPSG1 TRAC TRPV4 TST TTC26 TWSG1 TXNL1 TYMS U2AF1 UGGT1 UTP11 WDR76 WNT11 WSB2 ZBED2 ZBTB43 ZCCHC24 ZNF207 ZNF91 ZWILCH GSE3982_BCELL_VS_TH1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_BCELL_VS_TH1_UP ABCD4 ADAM28 ADCY9 ADPGK ADRB2 ALDH2 ALDH5A1 AMPD2 ARHGEF4 B3GAT1 BACE2 BBS1 BEX4 C11orf21 C1orf109 C2orf83 CA2 CAT CCDC170 CCN2 CD1C CD200 CD22 CD300A CD52 CD83 CDC14A CDK5RAP3 CEPT1 CHMP7 CNPY3 CPLANE1 CR1 CRIP1 CRIP2 CSGALNACT1 CTCF CUZD1 DACT1 DAZAP2 DGKD DLK1 DOP1B DPH5 DUS2 EFCAB14 ENTR1 ESM1 ESS2 FA2H FAM30A FARP2 FBXO21 FCGR2C FETUB FMO1 FOXO1 GATM GIT2 GNB5 GSE1 GUSBP11 GVINP1 H2AC18 HCK HCN4 HCP5 HLA-DRB6 HNRNPA1 HPS1 HUS1 IFNAR2 IGLL3P IL27RA IRS2 JADE3 JAM3 KCNE5 KLHL24 KYAT1 LAMC1 LCMT2 LIN37 LINC02981 LOXL2 LPCAT3 LTA4H LYL1 MAGEC1 MAGED2 MAP2K6 MAT1A MAT2A MCF2L-AS1 MEF2C MFSD1 MKKS MORF4L1 MUC5AC MUC7 MUTYH MYO16 MZF1 NACA NCF1C NCK2 NDST2 NEK9 NPIPA1 NPPC OPN3 PABPC3 PATZ1 PDLIM4 PHF1 PIK3IP1 PKD1L1-AS1 PLAC8 PLEKHF2 PLPP3 PLXNC1 PNOC PPM1F PRKAB1 PRRG3 PSD3 PSG9 PTGS1 RAB36 RAB4A RABGEF1 RALGPS2 RAP1GAP2 RAPGEF5 REPIN1 REPS2 RGL2 RNASET2 RNFT2 RPS17P5 RUBCNL S100A5 SCPEP1 SGSM3 SIAH1 SIDT1 SIDT2 SLC15A3 SLC25A4 SLC35E1 SLC35E2B SLC36A1 SLC5A1 SLC5A5 SLC6A16 SLC9A2 SNX3 SPIB SPINK2 SPINT2 SRPK2 ST13 STAMBPL1 STAT6 STS SYBU SYK TAGLN TCFL5 TCL1A TCTA TFEB TLR7 TMEM8B TMUB2 TNFRSF13B TP63 TRAPPC2 TRHR TRMT2B TTC19 TUBB2B TULP4 UCN UQCC1 USP36 VPS11 WDR77 YIPF1 ZCWPW1 ZHX3 ZNF155 ZNF202 ZNF211 ZNF329 ZNF385D ZNF510 ZNF804A ZSCAN18 GSE3982_BCELL_VS_TH2_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_BCELL_VS_TH2_DN ABHD18 ACOT13 ACOT7 ACOT9 ADAM22 ADGRA3 ADGRG1 AFAP1 AGK AK2 AKAP12 ALDH3A2 ANO10 AOAH ARHGAP11A ASF1B ATP2C2 ATP9A BAG2 BDH1 BDNF BHLHE40 BMP1 BTG3 BUB1B C1orf112 C1orf216 CBR3 CCL20 CCNT1 CD28 CDC123 CDC25A CDC45 CDK2AP1 CDKN3 CENPI CENPS CENPU CEP152 CFI CIT CKS2 CLEC4M COQ7 CSNK1A1 CST7 CYP1A1 DAPK1 DCBLD2 DDC DDX6 DEFB126 DHCR24 DHFR DIXDC1 DLGAP5 DPP4 DSG2 EDNRA EHF EPAS1 FAP FECH FKBP5 FOXM1 FUS FYN G3BP2 GABRD GATA3 GEM GIMAP5 GINS2 GINS3 GLRA3 GMEB1 GPR63 GSC2 GSTT1 GSTT2 GUCY1A2 HACD1 HAUS7 HDC HES2 HEXA-AS1 HILPDA HLX HMMR HNRNPAB HOXB2 HPRT1 HRH1 HSD17B14 IL5 INPP4B ITK JPT1 KAZN KIF2C KLHL23 KRTAP1-1 KRTAP1-3 KRTAP4-7 KRTAP5-9 LAIR2 LIFR LRFN4 LRP12 MAOA MAP7 MAPK11 MEOX1 MFGE8 MIS18BP1 MPP1 MRC2 MRPL15 MRPL3 MRPL42 MSH6 MT2A MYB MYH10 MYOF NAP1L4 NASP NCAPG NCS1 NDUFB3 NFIL3 NINJ2 NTAQ1 OR1G1 OTUD7B PAK1IP1 PALLD PAQR4 PIMREG PITX1 PLK1 POGLUT2 PRORP PSMA5 PSMG1 PTGIR PTPN3 PTTG1 PYGL RAB38 RAD23B RAI2 RBM28 RCN1 RNF19A RPS6KA3 RRM1 RRM2 SCLY SDHB SEC14L2 SEC23B SEC61A2 SEMA4C SEPHS2 SFT2D2 SFXN1 SLC25A31 SLC31A1 SLC39A14 SPA17 SPAG5 SPC25 STAP2 TAP2 TBC1D4 TMEM106C TMEM70 TMSB15A TNIK TRAC TRAF1 TTC26 TXNRD1 TYMS U2AF1 UBL4A UTP11 VANGL1 WARS2 XRCC3 YES1 YIPF4 ZBED2 ZFYVE9 ZNF157 ZNF207 ZNF334 GSE3982_BCELL_VS_TH2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_BCELL_VS_TH2_UP ABCB9 ACP5 ADAM28 AP1G2 APOBEC3G AQP3 ARHGEF10 ARL4A ATPAF2 BASP1 BBS1 BPI C10orf95-AS1 C11orf71 C1orf115 C4orf19 CASP4 CCDC102B CD207 CD48 CDK14 CHMP7 CLCA4 CREBBP CTBP2 CXCR2 CYRIA DAZAP2 DENND3 DGKD DPEP2 DPPA4 DUS2 DUSP1 DUSP22 EFCAB14 ELAVL2 ENTR1 EPN2 FAM193A FAM30A FCGR2C FCHSD2 FCN1 FGD2 FOXL2 GABARAPL2 GARNL3 GATM GFRA2 GLDC GLUL GOLGA3 GPR21 GPR27 GVINP1 H2AC18 HBP1 HCP5 HDAC9 HESX1 HLA-DOB HLA-DPA1 HLA-DRA HLA-DRB1 HMG20A HOXC4 HS3ST1 IFIT1 IFNGR2 IGHD IGKC IGLL3P IL6 INAVA IRF8 IRF9 JADE2 JADE3 KCNJ1 KDM2A KDM7A KIAA0319 KIF16B KIF25 KLF12 KLHL24 KLRK1 KPNA1 LIN37 LMO2 LTA4H LYL1 LYSET LYZL6 MAML1 MAPK8IP3 MCL1 MEF2C MEST MIA3 MICALL1 MSL3 MX2 MYH3 MYO15B N4BP1 NAA40 NFX1 NPPC NPVF NT5E NUP210 P2RX5 PARP16 PDLIM1 PHC3 PHKB PIK3IP1 PIP4K2B PKIG PLEKHF2 PLPP3 PNRC1 PODXL POMZP3 PPFIBP2 PPP3CC PRKAR2B PRSS16 PSME1 PTGS1 RAB36 RAB6A RABGEF1 RAF1 RAPGEF5 RASGRF1 RASGRP3 RBM4B RIN1 RNF39 RUBCNL SCN2B SGSH SH2D3A SIDT1 SIGLEC5 SLC15A1 SLC15A3 SLC25A4 SLC2A10 SLC35E1 SLC41A3 SLC7A7 SMPD2 SPATA6L STOML1 TAGLN TBC1D13 TBC1D8 TCF7 TCFL5 TCIRG1 TCTN1 TENT5C TFEB TLR7 TMEM127 TMEM268 TMEM80 TMUB2 TNFSF13 TPP1 TRAPPC2 TSPAN3 TULP4 TXNDC15 UBAC1 UPK3A VAV3 VCL VPS52 WFDC1 YBX3 YIPF1 ZBP1 ZBTB5 ZHX3 ZKSCAN4 ZKSCAN7 ZNF239 ZNF440 ZNF586 ZNF839 ZSCAN18 ZZEF1 GSE3982_CENT_MEMORY_CD4_TCELL_VS_NKCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_CENT_MEMORY_CD4_TCELL_VS_NKCELL_DN AATK ACOT8 ADAMTS1 ADGRA3 ADGRG1 ADGRV1 AGO1 AIF1 AKR1C3 ANXA2P1 APOBEC3G APOL1 ARHGAP26 ARSA ARTN ATP1A3 AUP1 B3GAT1 BLCAP BTK C5AR1 CABP5 CALU CAT CCL5 CD244 CD300A CD302 CD38 CD63 CD8A CEACAM7 CEBPA CEBPD CFD CHST15 CKLF CLPB COQ2 COX17 CRY2 CSF1R CTSC CTSO CYTH4 DDAH1 DGKD DGLUCY DHX8 DLX5 DNAI1 DNAJB6 DPY19L1 DRAM1 ELMO1 ENC1 ENPP4 ENTREP3 ERMAP F2R F2RL3 FAM205BP FBXO7 FCER1G FES FEZ1 FGD6 GABRD GABRG2 GALNT10 GFI1 GFOD1 GOT1 GRHL2 GSN GSS GZMA H2AC4 HLA-DPB1 HPS1 HSPB3 HTT IFITM2 IFNA21 IRF8 JAK1 KCTD5 KIF21B KIR2DS1 KIR2DS2 KLF4 KLHL4 KLRK1 KRT6A LAIR2 LAT2 LDB2 LDLR LPCAT1 LYN LYZ MAGED1 MAP1S MAPKAPK3 MAPRE2 MEGF9 MEN1 METTL7A MGAM MICALL1 MKLN1 MNDA MOS MRM3 MRPL15 MT4 MXRA7 MYT1L NADK NCAM1 NCR1 NCR3 NDUFA9 NDUFS6 NFIL3 NFKBIL1 NKIRAS2 NOL10 NOP10 NPL NUDT11 NXF2 PALLD PDE7B PDGFD PECAM1 PHACTR4 PIGO PIGT PLAAT2 PLAC8 PLCG2 PLEK PLEKHF1 PLOD1 PMS2P5 PSMD10 PSTPIP1 PTPN12 PTPN6 PTPRE RAB11FIP1 RAB38 RAB5IF RAB7A RASL10A REXO4 RFTN1 RGS3 RHBDF2 RHOQ RNF14 RNF8 SECTM1 SLCO4C1 SPRED2 SSUH2 STAB2 SUSD6 SYT11 TARP TAS2R9 TCTA TFF3 TGFBR3 THOC5 TLR7 TM6SF1 TMED1 TMEM11 TMEM147 TMEM53 TPI1 TSPAN3 TSPOAP1 TST TTR UNC45A UQCRFS1 URGCP USP22 VCL WASF2 ZDHHC4 ZNF142 ZNF484 ZNF574 ZNF74 ZNF804A GSE3982_CENT_MEMORY_CD4_TCELL_VS_NKCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_CENT_MEMORY_CD4_TCELL_VS_NKCELL_UP ACHE ACOXL ACP6 ADNP2 ADPRM AHNAK AHR AMPD3 ANKRD2 ANKRD55 AQP3 ARHGAP45 ASXL1 BBS9 BHMT2 CACNA1I CAMTA1 CAND2 CASP1 CATSPERB CBR3 CCDC82 CCL24 CD2 CD28 CD40LG CDC14B CDH8 CDKAL1 CDR2L CENPF CHMP7 CISH CNOT1 CNTNAP1 CRACDL CRISP2 CSF1 DCP1A DDX18 DGKA DIP2C DNAH7 DNAI7 DPH2 DUSP8 E2F3 EDEM1 EEF1B2 EEIG1 EIF2B5 ENGASE ENOSF1 EPHA1 EPM2A ESD EVC FAM174B FAN1 FBXO22 FOSL1 GABBR1 GLRA2 GPR183 H2AC17 H3-4 H4C1 H4C9 HABP4 HBQ1 HLF HMX1 HNRNPA1 HNRNPU HRC HRH3 HSPB2 HTR5A ICA1 ICOS IGFBP2 IMPACT INPP4B IRAK4 ITGA3 KCNK7 KCNV1 KDM6B KIF18A KIF5C KLHL3 KYAT3 LARP1 LDHB LGALS3BP LRRC14 LRRC20 LRRC32 LRRN3 MALT1 MCL1 MID2 MIR124-1HG MYO5C NEFL NET1 NIT2 NOSIP NPR2 OR1A1 PCDHA10 PCID2 PCNX2 PCYOX1L PDE4B PFN2 PHACTR2 PHF10 PITPNA PLA2G6 PLCB4 PLEC PLEKHA5 PLSCR3 PNPLA3 POLI POLR1C POLR3G PPA1 PRKG1 PRR14 PUS1 RAB40A RAD54B RALA RAPGEF6 RBP3 RGCC RHOH RLN2 RPL10A RPL12 RPL24 RPL27 RPL30 RPL32 RPL4 RPL5 RPL6 RPL7A RPS28 SEM1 SEPTIN7P11 SGCB SGSM2 SIRPG SLAMF1 SLC18A2 SLC19A1 SLC22A1 SLC44A1 SLCO1B1 SSPN SSR3 STN1 SYMPK TAB2 TAS2R10 TAX1BP1 TBX4 TGIF2 THPO TMEM63A TRADD TRBC1 TRIM46 TSBP1 TUBD1 TUFT1 UBASH3A UBB UBE2G2 UGT8 URI1 USP13 USP36 VPREB1 WDR76 WDR91 WNT7A WRAP73 ZBTB44 ZC3HAV1 ZCWPW1 ZNF281 ZNF442 ZNF862 ZSCAN18 GSE3982_CENT_MEMORY_CD4_TCELL_VS_TH1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_CENT_MEMORY_CD4_TCELL_VS_TH1_DN ACOT7 ACSL3 AKR1B1 ANXA3 ANXA4 AP4S1 APOBEC3G APOD APOL1 ARL3 ASCC3 ATP2A2 ATP5F1B ATP5MC1 AURKA BIRC5 BLM BLTP3B BMP2K BRCA1 BST2 BTG3 BUB1 BUB1B C19orf53 CCL4 CCNB2 CCNH CD200 CD59 CDK4 CDK7 CDKN1A CEBPG CENPF CHEK2 CKS1B CKS2 CNP COQ2 COX8A CYB5R4 DBN1 DCTN5 DDX41 DLGAP5 DPY19L1 EIF4G1 ELOVL6 EMC1 ENTREP3 EOLA2 ERCC2 ERGIC2 ESPL1 EXOSC9 FAH FANCG FES FLOT1 FOSL1 FOXM1 FTH1 GFI1 GGH GMNN GNLY GOLT1B GRPEL1 GSTT1 GSTZ1 GTF2H5 H2AC4 HBEGF HK3 HPGD HTRA2 IDH3G IDI1 IFI35 IFNA6 IL10 IL22 IL2RA IPPK JOSD1 KCTD9 KIF18A KLHL4 KNTC1 LAG3 LAP3 LBHD1 LGALS1 LNPEP MAD2L1BP MAN1A1 MANF MFAP1 MPDU1 MRPL12 MRPL13 MRPL23 MRPS34 MSMO1 MTCH2 MTHFD1 MTHFD2 MYDGF MYO5A MZB1 NASP NCAPG NDUFV2 NEK2 NFE2L3 NFIL3 NGDN NINJ1 NOP10 NSD2 NUP155 ORC6 PAK1IP1 PBK PDK3 PELO PHB1 PHLDA1 PIR PKP4 PLA2G4C PMAIP1 POGLUT2 POLE2 PPCDC PPM1G PPP4C PRF1 PSMA2 PSMB10 PSMB2 PSMB5 PSMD11 PSMD12 PSMD3 PSMD6 PTGIR PTTG1 PYCR1 QPRT RAB5IF RAD23B RAD54B RANBP1 RASSF1 RNASEH2A RPN1 RRM2 SAP30 SDF2L1 SEC13 SEC61G SERPINB1 SLA SLC25A11 SLC25A44 SLC35F5 SLC43A3 SLC7A5 SMC2 SNRNP25 SNRPB SPOCK1 STK3 STMN1 SYT11 TBC1D31 TIMELESS TIPIN TJP2 TMEM208 TMEM33 TMEM70 TMEM97 TNFRSF4 TSPAN3 TUBB TUBB6 TYMS UBE2K UBE2M UFC1 VCP WAPL WARS2 WDR74 WIPI1 YARS1 YIF1A GSE3982_CENT_MEMORY_CD4_TCELL_VS_TH1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_CENT_MEMORY_CD4_TCELL_VS_TH1_UP ABCD4 AHCYL2 AMBN AMHR2 AMIGO2 ANXA1 AQP3 ARHGAP15 ARHGAP26 ATP2C2 ATXN7L3B BACH2 BBS1 BIN1 BOK BTN2A1 C1orf115 C1orf56 CABP5 CAPN3 CAPRIN2 CARS2 CCNT2 CD300A CD44 CD84 CHMP7 CIRBP CLDN16 CLOCK CLSTN1 COX7A1 CPN1 CPQ CSGALNACT1 CSPG4 CSRP3 CTSS CUL4A CUZD1 CYB561 DCLK1 DENND1B DENND5A DGCR8 DIDO1 DMTF1 DNAH2 DPY19L2P2 DUOX2 ECE1 EEF2 EFCAB14 EMSY EPHA1 EXOC1 F8 FAM13B FCN3 FGF22 FGF9 FKBP10 FOXL1 FRAT1 FTO GABRA3 GATA3 GCNT4 GLRA3 GOLGA8A GPR6 GPRASP1 GSE1 H2AC25 HAS2 HBP1 HCG4B HLA-C HLA-DPB1 HLA-F HRC IFNAR2 IL18 IMPACT ITIH4 JMJD1C KATNIP KBTBD2 KCNN3 KIR2DL2 KRT36 LMBR1L LONP2 LRRC1 LRRC37BP1 LUC7L3 LY75 LZTFL1 MAGEA4 MAP3K5 MARCHF8 MDFIC MED25 MEGF6 MIA2 MKKS MKRN1 MMP10 MTRF1L MUC7 MVB12B NACA NCK2 NHLRC2 NOX3 NR3C1 OCEL1 OSBPL8 PATZ1 PCDH8 PCF11 PCNX2 PDE3B PHF1 PI4KA PIK3IP1 PIK3R1 PKD1P6 PLAC8 PLSCR3 POGZ POPDC2 PRKY PRL PRPF3 PSORS1C1 PTCD2 RAB11FIP4 RABL3 RADX RAPGEF6 RBP3 RHO RIC3 RORC RPL39 RPLP2 RPS17P5 RUFY1 S100A8 SCML1 SIRPG SLC35E2B SLC46A3 SMIM7 SMURF1 SNX29 SP3P SPATA7 SSPN SSTR1 STAG3L4 STUB1 SULT1B1 TCF7 TDRKH TENM1 TEX28 THRB TP53TG1 TP73-AS1 TRANK1 TRAPPC2 TREH TRIM13 TRIM44 TSPAN6 TTC17 TTC30A TUBG2 TXNRD3 UBASH3A USP25 VAMP1 VTCN1 ZBTB18 ZBTB25 ZBTB7A ZCWPW1 ZFP36L2 ZFYVE9 ZNF117 ZNF14 ZNF202 ZNF266 ZNF337 ZNF432 ZNF529 GSE3982_CENT_MEMORY_CD4_TCELL_VS_TH2_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_CENT_MEMORY_CD4_TCELL_VS_TH2_DN ACO2 ACOT7 ADGRA3 AHI1 AK2 ALDH3A2 ALDOC AOAH ARPC5L ASPA ATP1A3 ATP2A2 ATP5F1B ATP5MC1 AURKA BIRC5 BLM BLTP3B BRCA1 BTG3 C19orf53 C1orf216 CA2 CAVIN3 CCL1 CCNB2 CD200 CD63 CDC123 CDC45 CDK1 CDK2AP1 CENPF CFI CHCHD2 CHKA CNOT7 COQ3 COX7A2 CSF1 CSNK2A1 CTNNA1 CTPS1 CXCR6 DCTN6 DCTPP1 DDX41 DLGAP5 DPAGT1 DSG2 DUSP6 EGR1 EIF6 EMC8 ENO1 ESF1 ESPL1 ETHE1 ETNK1 EXOSC9 FANCI FASN FGD6 FOXM1 FSD1 GFUS GGCT GGH GLRX3 GMEB1 GMNN GMPPB GOLT1B GPSM2 GRB2 GRPEL1 GSS GSTP1 GSTT1 GSTZ1 H2AC4 H2BC9 HDDC2 HEATR3 HSD17B10 HSPE1 IL12RB2 JADE3 KCNK5 KCTD5 KIF2A KIFC1 KNOP1 LAIR2 LARP4 LBHD1 LGALS1 LRRN3 MAOA MCM3 MCUR1 MED21 MICAL2 MKLN1 MRPL12 MRPL23 MRPL39 MRPS11 MRPS34 MT1G MT2A MTCH2 MTHFD2 MXRA7 MYB NASP NCAPG NCBP1 NDUFS6 NDUFS7 NFE2L3 NFIL3 NR1H2 NT5C NUDT21 OXCT1 PAK1IP1 PALLD PDIA4 PEMT PHLDA1 PIP5K1B PLA2G2A POGLUT2 POLE2 POLQ PPP1R3C PRDX3 PRF1 PSMA2 PSMB2 PSMD3 PSMD7 PTGES2 PTTG1 PYCR1 RAB11FIP1 RAB38 RBM14 RFC2 RMDN1 RNASEH2A RPA3 RRM2 RRP7A RTCB SEC23B SEC61G SHMT2 SLC25A6 SLC35F5 SLC39A14 SMC4 SNRPB SPRED2 SRF SSRP1 STT3A TFB2M TIMELESS TIMM13 TIMM8B TIPIN TJP2 TKT TMEM177 TMEM208 TOP2A TPRKB TRAPPC2L TRIB3 TRIP13 TSPAN3 TTK TUBB TUBB6 TULP2 TYMS UBE2S UCP1 UQCRFS1 USP22 VDAC1 VDAC2 WAPL WARS2 WBP4 XRCC3 YBX1 YIF1A GSE3982_CENT_MEMORY_CD4_TCELL_VS_TH2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_CENT_MEMORY_CD4_TCELL_VS_TH2_UP ADD3 AHCYL2 AKAP9 ALPK1 ANXA1 ARHGAP15 ARHGEF3 BBOF1 BID BIN1 BRWD1 BTG1 BTN2A1 C1orf115 C1orf54 CALM1 CARS2 CAST CCDC102B CCDC170 CD300A CD44 CD96 CELSR1 CHCHD7 CHMP7 CLCA4 CLOCK COLEC11 CPB1 CPN1 CRYL1 CSAD CTSF CTSO CYB561 CYB5R1 DAZAP2 DCLK1 DFFB DIDO1 DKFZP434A062 DPEP2 DUSP1 DZANK1 ECE1 ECHDC2 EGFR EIF1 EIF3G ELAVL4 EPCAM EPHX2 ESR1 EXT2 EZH1 FKBP9 FMO3 FRAT1 FXYD3 GALR3 GASK1B GCNT3 GDAP1L1 GFRA2 GIMAP5 GLRA2 GPBP1L1 GPRASP1 GSR H2AP HBP1 HERC1 HLA-B HLA-DPB1 HNRNPA3 HOXB8 HSF2 IDO1 IFI44L IL11RA IL6ST INAVA IRAK4 IRF7 IRF9 ITGB2 ITK JMJD1C JRK KAT6B KBTBD2 KIF17 KIF5C KLRF1 LARS1 LGALS3BP LMBR1L LONP2 LY75 MACF1 MAD1L1 MAGEA4 MALT1 MBP MCMBP MEGF9 MID2 MKRN1 MMP24 MSL2 MTARC2 MTRF1L MUC2 MYH3 N4BP2L1 NACA NLRP1 NOSIP NPR2 NPVF OBI1 OFD1 OR3A2 OSBP PAPOLG PCDHB13 PCOLCE2 PDE4B PEX5L PI4KA PKD1P1 PKP3 PLCB1 PLXDC1 PNRC1 PRKY PTX3 PUM1 RAB40C RAF1 RASAL2 RBL2 RERGL RHBDL1 RIN1 RMDN3 RPL23AP32 RPS27 RXRA S100A13 SDK2 SELL SESN1 SLC14A1 SLC46A3 SLCO1B3 SMURF1 SOD3 SORCS3 SRPX2 SRSF5 STAT4 STX7 TEX28 TMEM43 TMEM63A TRANK1 TRBC1 TRIM22 TSC22D1 TUBG2 TULP4 TXK UGT8 USP36 USP6 UTS2 VAV3 VPS13D VPS35L VPS9D1 WAS WDR33 WDR59 WNT7A WWP1 ZBED5 ZBTB25 ZBTB44 ZDHHC7 ZFP36L2 ZNF136 ZNF142 ZNF184 ZNF337 ZNF506 ZZEF1 GSE3982_CTRL_VS_IGE_STIM_MAST_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_CTRL_VS_IGE_STIM_MAST_CELL_DN ACAN ACTR5 ADAM15 ADAM20 ADGRE3 ADGRL4 ADPGK AFF1 AKAP13 AP1S1 AP2S1 ARFIP2 ARHGAP25 ATF3 ATN1 ATP1A1 BANK1 BCL2L1 BCS1L BLMH C1orf216 CALM1 CANT1 CEMP1 CRYBB2P1 CSRP1 CTNNA1 CTSH DAZAP1 DCTN5 DCUN1D4 DDX21 DDX5 DDX52 DGKE DNAJC3 DNASE1 DND1 DNPH1 DUSP2 EEF1D EIF3J ELOB EMC3 EPB41L3 EPS8L3 ERP44 FAM163A FAS FBXO21 FBXO38 FCGR2C FGF4 FKBP5 FLT3LG GCM2 GGCT GH1 GID8 GNL1 GOT1 GPATCH2L GPC5 GPI GPX4 GRB2 GRK3 HCCS HMCES HMG20B HNRNPA3P1 IFNA6 IFRD2 IGKV1-5 IL12B ISOC2 KIF1B KIF22 KLHL18 KPNA1 KRTAP2-4 KSR1 LNPEP LPP LTB4R2 MAN2B1 MAP6D1 MAPRE2 MAT2A MCMBP MCRS1 MIF MINPP1 MKLN1 MLYCD MOBP MOCS3 MRC2 MREG MRPL24 MT1M MTCH1 MTCL1 MYH1 N4BP2L1 NEU1 NFKBIE NOX3 NPFFR1 NVL NXF1 ODR4 OFD1 OSBPL2 OSGIN1 PALM PCDHA2 PDCD11 PDE4B PDE6G PDS5A PDZD7 PDZD8 PELI1 PER2 PGAP4 PGK1 PKNOX2 PMAIP1 PMM2 POGZ PPP1CB PPP1R11 PQBP1 PSMA6 PSTPIP2 PTBP1 QSOX1 RAB8B RABGEF1 RAP1B RAPGEF2 RCAN1 RCE1 RHEB RIOK3 RPL26L1 RPL39 RPL7 RRP12 RSL1D1 RUFY3 SCARF1 SDC4 SEC14L4 SERF2 SGTA SHB SIDT2 SLAMF1 SLC10A3 SLC25A37 SLC4A2 SLC7A7 SMURF1 SMURF2 SNHG17 SOCS1 SPATA2 TAC1 TAF4B TBL1X TCERG1 TCFL5 TEX30 TLE3 TMED10 TMEM208 TNIP2 TP53BP1 TPD52 TPD52L2 TRGV5 TUBB6 UBE2D1 UBE2H UBL4A UBL5 UQCRC1 USP12 VCPKMT ZC3H15 ZCCHC14 ZFAND5 ZNF274 ZNF34 ZNF500 ZNF671 ZPR1 GSE3982_CTRL_VS_IGE_STIM_MAST_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_CTRL_VS_IGE_STIM_MAST_CELL_UP ACTL7A AMACR ANKRD17 API5 ARHGEF3 ATG3 ATP5PO ATP6V0E1 ATP6V1H ATPAF2 ATRN BAG4 BRF2 BTF3 C1orf109 C1orf50 CADM1 CAPN3 CCDC88A CCDC9 CD1C CD244 CD53 CDYL CEP57 CHRNB3 CIAPIN1 CPQ CREG1 CSNK1G1 CTNNBL1 CTSO DCLK1 DDX46 DESI2 DIP2C DMPK DNAJB14 DNAJC10 DNAJC8 DOLPP1 DPH5 DTWD1 DVL3 EFCAB14 EIF3E EIF3F ELMO1 ELOVL5 ELP4 EVI2B EXOC1 FBXW12 FNBP4 FYCO1 GBF1 GHSR GLI3 GLRB GLRX GMPR2 GNG12 GPR52 HDAC1 HIBCH HNRNPL HSD17B1 HUWE1 IL6ST INSL5 IQGAP1 IQSEC1 IRF9 KATNA1 KDM4C KIAA0513 KIR2DS2 KIR2DS3 KLHL24 KYAT1 LAMA5 LRBA MAP2K1 MAPKAPK3 MAU2 MBTPS1 MCF2 METTL5 MFHAS1 MICU1 MID2 MIPEP MLEC MMP11 MMUT MORN1 MOSPD1 MPI MSRA MYO15B NAP1L2 NCK2 NDUFS2 NFATC3 NFS1 OCEL1 OR2S2 OSBPL8 PADI3 PANK4 PBXIP1 PCF11 PCID2 PCSK1N PHF10 PIK3CB PML POLA1 POLR2B POLR2F PPIH PXDN PXN PYGL QRSL1 RBM26 RC3H2 REEP1 REEP5 RGP1 RNF13 RNF130 RNF208 RPL12 RPL23 RPL28 RPL36AL RPS10P5 RPS12 RPS14 RPS25 RPS6 RRM1 RTEL1 RYR3 S100A6 SACS SAP18 SCGB1D2 SEC14L1 SEC14L5 SERBP1 SLC20A1 SLC22A5 SLC25A11 SLC25A13 SLC2A10 SLC33A1 SLC39A4 SMARCA4 SMIM7 SNRNP27 SRD5A1 SRSF11 STAP1 STAT6 STK38 SYT5 TBP TGFA TM9SF3 TMCO3 TMEM14B TNFRSF8 TNPO3 TREX2 TRIM21 TRIM66 TRNAU1AP TRPV4 TSC2 TSR3 TTLL7 TXNDC9 TXNL1 UFC1 ULK4 VAMP4 VPS26A WNT7A ZBTB5 ZC3H3 ZIC1 ZKSCAN3 ZKSCAN5 ZNF208 ZNF23 ZNF292 ZNF665 GSE3982_CTRL_VS_LPS_1H_NEUTROPHIL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_CTRL_VS_LPS_1H_NEUTROPHIL_DN ABCD1 ABCF1 ABHD8 ACSBG1 AHSG AKAP8L AKT1 AKT2 AMDHD2 AMPD2 ANKHD1 AR ARHGAP24 ARPIN ARSF ASPM ASXL1 ATP5MC1 ATP8B3 BCAN BCL7C BSG C1orf54 C3 CA4 CADM3 CALR CALY CAMKK2 CCNL2 CD248 CD74 CD79A CD82 CDC37 CDC7 CDX4 CELF1 CES1 CFHR4 CHGA CHRM5 CIDEC CLCA4 CNGB3 COPS6 CORO1B CRK CSDC2 CSNK1D CSTF1 CTPS2 CYP4F12 DARS2 DCAF15 DIABLO DUSP5 EFNA2 EHMT2 ELL2 ELN ELOA EPB41 ERMP1 ETNK2 EYA2 FARP1 FBXO31 FGA FGF9 FOXB1 FRS2 FUBP1 FZD4 GABRA4 GARS1 GLP1R GOLGB1 GPATCH2L GPD1 GRAP GRIA1 GSTT1 H2BC13 H3C7 HHAT HS3ST3A1 HSPB8 IBTK IFNGR2 IL1A ING3 IRX5 IST1 ITGA8 ITIH3 KCNJ6 KIAA0586 KIF5A KIR2DL1 KRT81 LAMB3 LAMP5 LONRF3 LRRC61 MAFF MAGIX MAMLD1 MARCKSL1 MIA3 MMACHC MRPL12 MYLIP MYOM1 NAPA NCOR2 NDRG1 NDUFV2 NHERF4 NME5 NOMO3 NR6A1 NTSR2 OLFML3 ORAI2 OXLD1 PANK4 PCYOX1 PDE6B PDGFRB PEF1 PGC PHAF1 PHKA1 PI4K2A PKDREJ PKP3 PLA2G2F PLA2G5 PLEKHJ1 POLD4 POLR1G PPP1R16B PPP6R2 PRDM14 PRF1 PRKAR2B PRKCD PRKD3 PSG3 PSME4 RALGAPA1 RALGDS RBFA REG1A RGL2 RGS9 RHEB RIBC2 RNF185 RPL35 RTEL1 SCARF1 SCN1B SCN8A SEC24C SERINC3 SH3D21 SH3GL1 SLC22A6 SLC2A6 SLC6A8 SLC9A1 SMTN SPAG7 STK19 STX4 SYDE1 SYNGR2 TAOK2 TCF25 TCF7 THAP9 THEG TNFRSF9 TNNI1 TP53I11 TRIM25 TTC3 TUBB VPS50 WRAP53 ZER1 ZNF133 ZNF157 ZNF365 ZNF512B ZNF778 GSE3982_CTRL_VS_LPS_1H_NEUTROPHIL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_CTRL_VS_LPS_1H_NEUTROPHIL_UP ABI1 ACBD3 AIDA ALDH9A1 AQP3 ARID3A ASAH1 ASXL2 AVL9 BLVRA BPGM BRD3 BRS3 BTC CARD8 CASK CASP4 CBLL1 CCDC86 CCDC88C CCDC92 CCL2 CD46 CD47 CD79B CDC23 CDC42BPA CDH20 CEBPG CELP CERS2 CILK1 CLEC2B CNOT1 COL6A1 CRISP2 CRYBB2P1 CUL1 CYB5R4 DBR1 DDX4 DDX42 DEK DERA DGCR2 DHX58 DIRAS2 DMXL1 DNAJB1 DNASE1L1 DPP8 EFCAB14 EIF1AX ELAVL1 EMG1 ENTPD1 ENTREP2 EOGT EXT1 FAM120A FCGR2C FDFT1 FOXI1 FOXK2 FRAT1 FRS3 FRYL FXYD6 GALNT7 GARRE1 GCA GLI1 GPC3 GRK5 GSDME GTPBP6 H2BC10 HIVEP2 HLA-B HMGCS2 HOXC13 HSPG2 HTR1E IER2 IFNA5 IGLV6-57 IKZF3 INHBB KAT2B KCNA6 KLF13 KRT35 LILRA2 LINC00472 LITAF LRRC47 LSM14A MAIP1 MAP4K5 MED23 MEGF9 METTL13 MFSD1 MIS12 MPZL2 MRPS2 MRPS22 MS4A3 MSMO1 MTM1 MTNR1A MVB12B NAA50 NAAA NDUFB3 NFE2 NKX3-2 NOTCH1 NR5A1 NSD3 NUAK1 NUP62CL OAZ1 OMD OSBPL8 PAEP PBLD PCIF1 PDS5B PECR PENK PEX2 PHKG1 PIK3CB PLGRKT PMM1 POLR1HASP PPARA PPP1R12A PPP3CA PPT1 PRDM4 PRG3 PRSS8 PSMA5 PTPRF RBM47 RIC8A RNF113A RNF5 ROGDI ROS1 RPIA RPL12 RRH SAP30L SEPTIN7 SLC19A1 SLC25A14 SLC2A2 SLC35F6 SLC8A2 SNCG SNTA1 SOS2 SRP19 SRPX2 SRSF1 SYPL1 SYT13 TAF11 TASOR TBCC TBL1X TCEA2 TIMM17A TIMP4 TLK1 TMEM132A TMEM9B TNFRSF21 TRABD TTBK2 TTI1 TUBA1C TUBGCP3 TUFM UBA2 UBA3 USP15 WHRN ZBTB20 ZMYND8 ZNF106 ZNF107 ZNF134 ZNF184 ZNF217 GSE3982_CTRL_VS_LPS_48H_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_CTRL_VS_LPS_48H_DC_DN AAGAB ABCA5 ABCC1 ADAT1 ADGRG2 AIM2 ALAS1 ALDH2 APOBEC3G ARHGAP22 ARSB ATF3 ATP11A BAALC BASP1 BDH2 BEGAIN BRD7 C1QB CCL1 CCL19 CCL23 CCL4 CCL5 CCR7 CD200 CD38 CD80 CES1 CFB CFLAR CHN1 CLU COQ10B CRISPLD2 CSF1 CSTA CTTN CUTC CXCL10 CYB5A CYP7B1 DEPP1 DIPK1A DLK2 DPP4 DRAM1 DUSP1 EIF4G1 EREG FANCE FCHSD2 FILIP1L FSCN1 GABARAPL2 GABPB1 GADD45B GADD45G H2AP H2AX H2BC8 HARS1 HBEGF HCP5 HEG1 HERC5 HEXIM1 HHIPL2 HSD11B1 HTR1A IDO1 IFI27 IFI44 IFI44L IFI6 IFIT1 IFIT3 IFIT5 IFITM1 IFITM2 IFITM3 IGFBP3 IL12B IL2RA INAVA INHBA INHBB IRF7 IRF9 ISG15 ISG20 ITGA8 JAK1 KLK11 KLRK1 LAMB3 LAMP3 LDB1 LGALS3BP LILRA4 LIMK2 LORICRIN LPAR2 LRRFIP2 MAMLD1 MARCKSL1 MDC1 MEIS3P1 MLLT11 MMP7 MRPL49 MS4A1 MTMR3 MVB12B MX1 MX2 NFKBIA NNMT NQO1 NSUN3 NT5E NUP205 OAS1 OGFOD1 OSGEPL1 P2RY6 PARP12 PBXIP1 PGD PIK3CG PIM1 PLAUR PMS2P5 PODXL2 POGLUT1 PPA1 PPIF PRKAR2B PSME2 RAB8B REL RFTN1 RFX5 RHBDF2 RMC1 RND3 RNF19B RSAD2 RUFY3 RUNX3 SEMA4A SERPINA1 SERPINE1 SERPING1 SIGLEC1 SIK3 SINHCAF SLAMF1 SLAMF7 SLC35E1 SLCO3A1 SMR3A SOCS2 SOD1 SP140 SPTLC2 SQSTM1 SSX7 STAP1 STAT2 STAT5B STOM TAF1A TARS1 TBC1D13 TBRG4 TCL1B TFG TGFA TLK2 TMEM176A TMEM39A TNFAIP3 TNFRSF4 TNFSF14 TNIP1 TOR1B TRAF3IP3 TRIB1 TSKU TWIST1 TXNRD1 USP11 UTP6 VAMP1 VPS8 VTN XAB2 YLPM1 ZNF81 GSE3982_CTRL_VS_LPS_48H_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_CTRL_VS_LPS_48H_DC_UP ABCB4 ADGRL2 ADORA2B AHCY ALDH3A1 ALDH7A1 AMDHD2 APH1B ARHGEF6 ARL4C ATAD2 ATP9A AZU1 BRCC3 BRD3 BRMS1 BTBD18 C1orf115 CALU CAMTA1 CAPZB CCDC86 CCDC92 CCNH CD1B CD1C CD300A CD36 CD52 CEBPD CENPF CHCHD7 CHN2 CHP1 CHRM4 CKB CLEC10A CLIP2 CLOCK CMC4 CORO1C CORO2A CPNE3 CPPED1 CPQ CTDSPL CTSC CUL4A CWC25 CYP2C18 DAB2 DDX31 DLGAP5 DNAJB1 DNAJC10 DNASE2B DOC2B EEF2 EIF2B1 ESD F13A1 FAR2 FBN2 FCER1A FCMR FHL2 FN3KRP FUT2 FYN FZD2 GDF9 GLE1 GLO1 GPD1 GPER1 GSTT1 GTF3C5 H3C12 HAMP HDAC9 HLA-DPB1 HLA-F-AS1 HMGN5 HNRNPAB HPCAL1 HSD17B2 IFNA21 IFNAR2 IPCEF1 ITGB1BP2 ITGB5 ITPKB JRKL KCTD15 KDM7A LEPROTL1 LILRA2 MAGEB4 MAGOHB MAPK1 MATK ME3 MEF2C MERTK METTL2B MIPEP MS4A6A MTCL1 MTMR8 MYCL MYF6 NACC2 NCAPH NDUFA4L2 NMB NNT NTM OPN3 OR2F1 OR2H1 OR5I1 OSBPL1A P3H2 PAK6 PAPSS1 PBK PER3 PGAM2 PHF2 PHKG1 PLA2G15 PLBD1 PLCXD1 PLEKHS1 PODXL POLR1G PRDX3 PREPL PRM1 PSG2 PSG5 PTBP1 PTK2 QPCTL RAB38 RAD51AP1 RALGPS1 RBMS2 RER1 REX1BD RGSL1 RNF125 RNF44 RNH1 ROCK2 RRS1 RWDD2A SCIN SEC23B SEPTIN2 SLC16A5 SLC18A2 SLC22A5 SLC29A2 SNED1 SNX13 SORL1 SPTLC3 SYNJ2 SYNJ2BP SYNRG TAL1 TAS2R13 TBC1D2 TFF1 TGFBR3 THSD4 THYN1 TNFSF13 TNKS TPP2 TTC3 TUBA3D UBAP2L UBQLN3 UBXN8 UCHL1 UCHL3 VCL VLDLR WARS2 WDFY3 WDR12 XK ZC2HC1A ZMYND11 ZNF185 ZNF223 ZNF706 ZNF710 GSE3982_CTRL_VS_LPS_4H_MAC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_CTRL_VS_LPS_4H_MAC_DN ABL2 ADAR AGRN AMPH APOBEC3G APOL1 ARID5B ARL8B ATP13A3 BACH1 BAK1 BASP1 BAZ1A BCL2L1 BIRC2 BLVRA BTG3 CASP7 CAV1 CCL5 CCNA1 CCR4 CCR5 CCSER2 CD38 CD40 CD48 CD55 CD80 CD99 CDC73 CEBPD CFLAR CHMP5 CHST11 CKB CLIC4 CMA1 COX17 CREB1 CSRNP2 CYB5A CYP1A1 DAPP1 DCP1A DDX6 DEK DENND1A DENND5A DYRK3 EIF1B ELF4 ELK4 ERP44 EWSR1 EXOC5 EZR F2RL1 FAM13C FAP FAS FKBP10 FUT4 GAB2 GABPB1 GADD45B GNAI3 GOLGA4 GPR132 HCAR3 HERC5 HIF1A HIPK3 HIVEP2 HNRNPC HOXC6 HSD11B1 HSPBAP1 IFI16 IFI35 IFI44 IFI44L IFIH1 IFIT2 IFIT5 IFITM1 IL10RA IL1RN IL23A IL36G IRF1 IRF2 IRF8 ISG20 ITGB8 JAG1 KANSL1L KCNA1 KCNA3 KCNE4 KDM6A KLF6 KMO LAMP3 LIG4 LRP12 LYVE1 LYZ MAFF MFHAS1 MIIP MME MMP1 MT1F MT1X MTHFD2 MTMR9 MYD88 MYOD1 NADK NBN NDEL1 NDST3 NECAP2 NECTIN2 NEK7 NFKB2 NLE1 NUP62 NUPR1 OAS1 OASL PDE4B PDZRN4 PGK1 PIK3R5 PITPNA PLAGL2 PLEK PMAIP1 PPFIA2 PPM1E PRPF3 PSMB9 RAB2A RAB33A RASA3 RBCK1 RCAN1 REL ROCK2 RPS6KC1 RRBP1 RUNX3 SAR1A SASH1 SEMA3C SFPQ SIAH2 SLAMF1 SLC1A2 SLC6A11 SLC7A10 SLCO4A1 SNTG2 SP100 SP140L SPHK1 SPRED2 SPSB1 STAT1 STAT2 STK10 STK26 TARP TBC1D9 TDRD7 TFEB TFR2 TIA1 TICAM1 TIPARP TLR7 TMX1 TNFAIP3 TRABD TRAF1 TRAF4 TRIM25 TUBB6 UBE2E1 USP12 USP15 USP18 WAPL WARS1 ZBTB38 ZC3H12A ZFX GSE3982_CTRL_VS_LPS_4H_MAC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_CTRL_VS_LPS_4H_MAC_UP AAGAB ACTMAP ADGRA3 ADGRE3 ADNP AFG3L2 AKR7A2 ANKRD34C AP3M2 AP5S1 AQR ARHGAP15 ARHGEF18 ARHGEF40 ARHGEF9 ASB1 ASH1L AURKB AVL9 BCLAF1 BLMH BMAL1 BRD4 BRD8 C2CD3 CAD CBFB CCDC82 CCDC90B CCDC91 CDC14B CDC23 CENPE CKAP2 CLPX CLSTN1 CLUAP1 CMC4 COG4 CSNK1G2 CTNND1 DCAF10 DCUN1D2 DDX46 DOCK6 DPH2 DPH5 DPP8 DUSP12 DYNLL1 E2F2 EEF1B2 ENTR1 EPM2A EPS8 ERF FAM168A FRAT2 GABARAPL3 GABRA3 GAPDHS GATAD2A GFOD1 GIT2 GJB1 GNPDA1 GPR65 HDAC6 HIC2 HMMR HMX1 HSPD1 ICMT IFFO1 ILKAP INPP5B IQCB1 IRS1 ITGB6 IVD KANSL2 KAT7 KCNIP1 KIF2C KMT5B KRT37 KRT76 LAMTOR2 LARP1 LAS1L LBHD1 LDLRAD4 LEPROTL1 LRRC31 MAF MAP3K1 MED9 MEGF9 METTL18 MGA MMD MPHOSPH8 MPI MRPL20 MRPS27 NCK1 NINJ2 NMRK2 NOP53 NTHL1 NUP133 NUP37 NUP88 NVL OBI1 OR7E36P ORC5 OXSM PBLD PCMTD2 PCSK7 PDE4A PDSS2 PEX2 PGRMC2 PHC2 PHF7 PI15 PLCXD1 POLD3 POLR1C POM121L2 POT1 PPFIA4 PPME1 PPP1CC PPP1R8 PREP PRKAR2A PRMT5 R3HCC1 R3HDM1 RANGRF RBM26 REPS1 REXO4 RFC3 RIOX2 RMND5B RNF103 ROR1 RPS26 RPUSD2 RRH RUBCNL RUFY1 SCAPER SEC14L5 SEC61A1 SLC25A14 SLC25A38 SLC35A1 SLC6A1 SPI1 SS18L1 SUOX SV2A SYNJ2BP TBC1D9B THAP12 THAP7 THBS2 THOC2 TIMM8A TM9SF4 TMA7 TMEM70 TMX4 TOP2B TPGS2 TRPS1 TTF1 UBR7 UQCRB UTP14C VCL WDR33 WSCD1 ZC4H2 ZDHHC17 ZKSCAN5 ZMIZ1 ZNF281 ZNF473 ZNF74 ZNF821 ZNF83 ZNF93 ZSCAN16 ZW10 GSE3982_CTRL_VS_PMA_STIM_EOSINOPHIL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_CTRL_VS_PMA_STIM_EOSINOPHIL_DN ABI3BP AGRP ALOX12B ALOX15B ALX3 AOPEP ATAD2B ATF7 BACH1 BCAM BCAS4 BHLHE40 BNIP1 BTAF1 C11orf71 CALR CCDC144A CCL17 CD6 CD86 CDKN1A CENPA CHRND CLEC11A CLN8 COL4A5 CP CRHR2 CRX CRYAA CUL2 CUL3 CYP2B7P CYTIP DCTN6 DDIT3 DEFA6 DGKE DNAI2 DNAJB1 DROSHA DUSP10 DUSP5 EFNA3 EIF4H ELAVL3 ERBB2 F2RL3 FABP2 FIG4 FILIP1L FKBP4 FOSL2 FTH1P5 G0S2 GCKR GDPD2 GIT1 GJB4 GMPS GOLGA2P5 GPR45 GSPT1 GZMH H2BC10 H3C11 HAT1 HCG4B HECW1 HNRNPA2B1 HNRNPH1 HOXD10 HRH3 HSPE1 IFI44L IFNA14 IGF1R IGFBP1 IL3 IL7 INSIG1 INSL3 INSL6 IPO13 ITGA3 ITIH1 JUN KPNA2 KPTN KRBOX4 LAD1 LAMP5 LARS1 LDLRAP1 LIMD1 LINC01711 LRRC49 LYVE1 MAGOH2P MAP1A MAPK13 MAPK8IP1 MCL1 MEFV MEX3C MGAT4A MLLT11 MPDU1 MPDZ MRPS2 MT4 MYO1B N4BP2L1 NAE1 NAPA NDUFAF5 NLRP1 NOP16 NRXN1 OCA2 OSBP OSMR PABPC3 PER1 PHLDA1 PLAUR PMP2 PMS2P5 PNP POLR1D POLR1G PRRC2A PSTPIP1 RAB26 RAD9A RALGAPA1 RARRES2 RBBP6 RBM23 RGS16 RGS2 RNF139 RORA RPL27A RPS27 RTN1 RUFY3 RUSC2 SCEL SELL SEMA5A SEMA7A SERPINE2 SFPQ SH2D3A SH3D21 SLC12A8 SLC13A2 SLC30A3 SLC49A3 SLC4A10 SLC7A7 SMAD9 SMARCA5 SMG7-AS1 SMPX SNAI1 SNRPG SOCS5 SOX12 SP3P SPC25 SPINK1 SRSF3 STEAP1 STX4 SUSD4 SYN3 SYT12 TBC1D15 TCEAL4 TCN2 TEX13A TEX13B TEX30 TIPIN TMEM70 TOP3A TPM1 TPSD1 TTC22 TWSG1 UBE2D1 UPK3A USP32 ZBTB43 ZNF267 ZNF614 ZNF682 ZNF83 GSE3982_CTRL_VS_PMA_STIM_EOSINOPHIL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_CTRL_VS_PMA_STIM_EOSINOPHIL_UP ABHD10 ABITRAM ACTA2 ADGRE1 AMPD3 ANKH ANKRD26 ANKRD40 ANKRD46 APP ARHGAP33 ARL6IP4 ASXL2 ATG101 ATOX1 BCAS3 BMP2K BSG CALCOCO1 CD1D CDC14B CENPF CEP162 CEP164 CEP55 CHPT1 CILK1 CLCN3 CLCN4 CLEC4A CNKSR2 COPB2 COX4I1 CRLF3 CYFIP1 DAPP1 DBI DBP DCP2 DHRS7B DIS3 DRC3 ECHDC3 ELAC2 ELOB ENPP3 EPS15L1 EXT2 F5 FBP1 FLAD1 FMR1 FXYD1 FZD3 GAGE1 GFI1B GNS GPATCH2L GPKOW GPRC5C H2BC14 H4C8 H4C9 HMGB2 HPF1 IFIT3 IGHMBP2 IKBKE IL16 IL17RA ILKAP KCNE2 KCNJ2 KDELR1 KDM8 KIF15 KL LEPROTL1 LIG3 LIMS1 LMAN2L LRIT1 MACIR MAN1A1 MIA3 MKKS MOB3B MRFAP1L1 MRPL41 MT1H MT1HL1 MTERF4 MYO1F MYT1L MZT2A NAGK NAT1 NCOA2 NCOA4 NDUFAF4 NHLRC2 NLRX1 NR2F6 NUDT18 NUP133 NUP62CL PALMD PAPSS1 PBX3 PCDH17 PFDN2 PGM5 PICALM PLA2G4A PLEKHA5 POLB POLR1B PRCP PRDX6 PRKAA2 PRKDC PRRC2B PSMD3 PSME3IP1 PTPA RAB14 RALBP1 RCOR1 RECQL RGS19 RNF41 RNF5 RSBN1 RYK S1PR4 SCG2 SEMA6D SERPINB8 SIRPA SKA1 SLC26A4 SLC26A6 SLC27A6 SLC33A1 SLC35C2 SMR3B SNAPC5 SNRNP27 SNRNP40 SNRPD3 SNX3 SNX5 SPCS3 SRI STK26 STYXL1 TALDO1 TASOR TFPT TIMP3 TMCC2 TMEM140 TMEM186 TMEM19 TMEM223 TMEM248 TMEM30A TMEM80 TMF1 TNFRSF10C TNIP1 TRAPPC2 TRIOBP TSN TSNAX TSR3 TST TWF2 UBA3 UBE2K UBE2L3 UBL5 USP4 VAMP3 VAV1 VDR VSNL1 XAF1 ZBTB18 ZBTB6 ZEB1 ZFP36L2 ZFR ZNF174 ZNF516 ZNF592 ZNF778 GSE3982_DC_VS_BASOPHIL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_DC_VS_BASOPHIL_DN ABLIM1 ADGRE2 ADIRF AKAP17A AKR1C2 AKR1C3 ALKBH4 ANKRD55 APOBEC3G ARHGAP15 ARHGEF6 ASMTL BACH2 BASP1 BCL2L10 BCL7B BEGAIN BRAP BRD7 BRD8 BTK BTN3A3 C11orf21 C1RL C22orf46P C2orf68 CALCOCO2 CAMLG CAPRIN2 CARD8 CCNL1 CEP131 CEP63 CHN1 CHPT1 CNOT8 CSAD CTCF CTDSP2 CXCR4 CYLD CYSLTR1 DDIT3 DENND3 DIDO1 DNAH6 DPF2 DPP4 DSG1 EIF1 EIF4EBP2 ERC2 ERCC5 ETS2 EXT1 FAM124B FAM193A FAM8A1 FBLN5 FLT3LG FRMPD1 GALNT3 GIT2 GLT8D1 GRPR GSK3B GVINP1 H3-3B H3C2 H4C11 HCP5 HEXIM1 HSPA1L IFITM1 IFITM2 IGFBP3 IL18R1 INTS12 ISG20 ITGA4 JARID2 KANSL1L KBTBD11 KBTBD2 KDM5A KIF21B KIF5A KLF3 LAT2 LINC00667 MAGEF1 MALT1 MAMLD1 MANBA MAP1LC3B MED13L MEIS2 MFAP2 MIA3 MPHOSPH9 MTERF1 MYB MYD88 MYRIP NAMPT NECAP1 NLGN3 NLK NUCB2 OR2F1 OSBPL3 OSGIN2 P2RY10 PAFAH1B3 PAPOLG PASK PCYOX1L PDE4D PEX1 PHF1 PIP5K1B PITPNC1 PMAIP1 PPM1H PPP2R5A PRMT2 PRPF3 PRSS2 PSME4 PTGDR2 PTMA PTP4A1 R3HDM2 RAF1 RBM14 REPS2 RHOA RHOH RIOK3 RLF RNASE2 RNF144A RPL34 RPL36 RPL37 RPL6 S100P S100PBP S1PR1 SELPLG SERPIND1 SF3A1 SFXN1 SHCBP1L SIAH2 SLC10A3 SLC25A36 SMARCC2 SMYD3 SORD SPOP SPTLC2 SRSF4 SRSF6 STAP1 STK38 SUPT20H SYNE1 TAL1 TERF2IP THYN1 TM4SF1 TMEM164 TMOD1 TMSB15B TPR TPT1 TRA2A TRAPPC14 TRAPPC2 TRIM52 TTC21B UBE2D2 UBR7 WASF2 WIPI1 WSCD1 ZDHHC13 ZDHHC3 ZEB1 ZMYND8 ZNF142 ZNF266 ZNF358 ZNF394 ZNF586 ZNF665 ZWILCH ZXDC GSE3982_DC_VS_BASOPHIL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_DC_VS_BASOPHIL_UP ABCC3 ABHD2 ABHD6 ACOT7 ACVR2A ADAM12 ADAP1 ADO AGBL3 AIMP2 ALCAM ALG3 ANKRD11 ANTKMT AP5S1 ARHGEF10L ARMCX5 ASAP1 ASCC3 ATF3 ATP10A ATP6V1B2 ATP6V1D BCKDK BMAL2 BRD3OS BSCL2 C1QA CAMK2A CBR1 CBR3 CCDC92 CCL17 CCL22 CD1C CD36 CD83 CDC42BPB CDH12 CDYL CELSR1 CEMIP CERS6 CHI3L1 CLIP4 COL14A1 COMP CPNE3 CTSH CTSL CYB5R3 CYBA CYBB DARS1 DBT DDO DIAPH2 DRAM1 DUSP7 DYSF EIF2S1 ENO1 ESD FASTKD2 FAXDC2 FBXO21 FGFR4 FKBP9 FPR3 GAA GALNT12 GAST GH1 GLB1 GLG1 GM2A GPNMB GRM3 GRN GTF2IRD1 H3C11 HBEGF HCK HIF1AN HIVEP3 HPCAL1 HSD3B1 HSPD1 HUNK IARS1 IGFLR1 IL10 ILVBL IMPDH1 INHBA ITPKB JHY KCNQ1 KLHL22 KMO KYNU LAMC3 LDB1 LPP LTA4H MAN2B1 MAOA MAOB MATK MBNL3 MCCC2 MCUR1 ME3 MEF2C MERTK MIPEP MKLN1 MORC2 MRPL57 MTMR8 MTX1 MYOF NANS NDUFB8 NPC1 NQO1 NRGN NTAN1 OGDH ORC6 PCK2 PCOLCE2 PDE8A PDSS2 PEBP1 PEPD PER2 PGAM1 PHACTR4 PLA2G4C POLD1 POLQ PPARG PPP2R3A PREPL PRSS50 PRY PSG5 PTGS1 PXMP2 QDPR QSOX1 RAI14 RGCC ROBO3 RRAS RTN2 SCARB2 SCGB1A1 SEPTIN8 SEPTIN9 SGSH SHQ1 SIDT2 SLC1A3 SLC20A1 SLC31A1 SLN SMCO4 SMIM7 SNED1 SNX5 SPRY2 SPSB1 ST8SIA2 STXBP1 TBX6 TIAM1 TMCC1 TMEM161A TMEM8B TNS1 TRIAP1 TRIP6 TROAP TRPV2 TST VPS37C VPS41 WARS1 WDR12 WDR18 WDR3 WDR77 YIF1A ZBTB43 ZNF141 ZNF43 ZNF446 ZNF706 GSE3982_DC_VS_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_DC_VS_BCELL_DN ABCB7 ACAD10 ACKR2 ADAM28 ANKRD17 ANKRD27 APOH ARID5B ARL4A ATP6V1G1 BBS9 BCL11A BCL2 BEGAIN BIK BUB1B C10orf95-AS1 C11orf71 C21orf91 C2orf42 CCDC81 CCR9 CD34 CD72 CDC25B CENPA CHMP7 CHRNA9 CHRNB4 CIITA CNOT8 CRLF3 CSGALNACT1 CTBP1 CTCF CYTH1 DEFA4 DGKD DIDO1 DOLPP1 DUSP1 E4F1 EEF1D FAM117A FAM193B FAM30A FBXL7 FBXO21 FCMR FMO1 FOXJ2 FTSJ1 GABPB1 GALNT3 GIT2 GLOD4 GOLIM4 GTF3A H2BC8 HCP5 HCRTR2 HDDC2 HHIPL2 HLA-A HLA-DOB HOXB2 HOXB9 HSPA1L HYI IFRD2 IGHM IGHV5-78 IGKC IGLL3P INAVA INPP5A IRF7 IRF8 ITGAL JAK1 JAM3 JOSD1 KCNC4 KCNE5 KIF13B KIF21B KIF4A KLF2 KLHDC4 LAMC1 LAT2 LBH LCK LTB MAGEC1 MAP3K1 MCF2L-AS1 MEFV MEST MON1B MTMR1 MTSS1 MYL2 NASP NCK2 NGDN NOL9 OAS2 P2RY10 PARM1 PARP1 PERP PHF1 PI4KB PIK3C2B PIP5K1B PKIG PLAGL2 PMS2P5 PNO1 PNOC POLR1G PPP4R3B PRDM14 PRKCZ PRODH PRRG3 PSME3IP1 PTCH1 RAB28 RABGEF1 RAF1 RBM14 RFPL2 RGS14 RHOH RPL37 RPL6 RPS3A RUBCN RUBCNL RUFY1 S1PR1 SEL1L3 SHFL SIDT1 SIK3 SINHCAF SIPA1L3 SLC2A5 SLC44A4 SLC6A16 SNRNP200 SORL1 SPINK2 SPRR3 SPTBN1 SRRT SYBU SYNE1 SYNRG TCF7 TCL1A TENT5C TESK2 TFF3 THBS1 TIMP4 TMEM268 TMEM8B TMSB15B TPM3 TPX2 TRADD TRAF3IP3 TRAPPC2 TRIB2 TROAP TRRAP TSPYL2 UBE2J1 UBR7 UGT2B15 VN1R1 WEE1 WNT16 ZDHHC14 ZDHHC8BP ZHX2 ZNF142 ZNF22 ZNF394 ZNF473 ZNF506 ZNF586 ZNF81 ZSCAN32 GSE3982_DC_VS_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_DC_VS_BCELL_UP ABCC3 ABHD2 ABHD6 ACAT2 ACO1 ACOT7 ACOX2 ADCK2 ADORA2B AGPS AHNAK2 AIF1 ALAS1 ALDH1A1 ALDH2 ALOX15 ANXA1 APP ARHGAP10 ARHGEF10L ARMCX1 ARRB1 ARSB ASPHD1 ATF3 ATP6V1H AURKA BEX1 BST1 CACNA2D3 CCN3 CCR5 CCRL2 CD1C CD1E CD209 CD36 CD83 CD86 CDKN1A CDS2 CEBPB CENPN CHI3L1 CLEC10A CLEC5A CLN8 CLPB CLTC COL8A2 CRTAM CSRP2 CTH CTNNAL1 CTNS CTSO CXCL8 CXCR2 CYP27B1 DAPK1 DHCR24 DHRS9 DSC2 DYNC1I2 E2F6 EGLN3 EML4 ENC1 ERO1A EVC FAM114A1 FAM162A FBP1 FBXW10B FHOD1 FKBP5 FN1 FOSL1 FOXE3 FSCN1 FUCA1 FZD5 GALNT11 GALNT12 GBX2 GPD1 GSTT2 H2BC4 H3C12 HK3 HSD11B1 IFNA14 IPCEF1 KATNB1 KCNJ1 KCNQ1DN LAMP1 LILRA2 LRRFIP1 LSM1 MACROH2A2 MAOA MAOB MCUR1 MEP1A MICAL2 MIEF1 MITF MMP19 MPP1 MRAS MS4A4A MYF6 MYO10 MYOF NFIL3 NLRP3 NME8 NPC1 NRP1 P4HA2 PALLD PAPSS1 PAX3 PDE4A PDGFA PDGFC PEA15 PEPD PEX19 PFKP PGBD5 PHACTR2 PILRA PLAU PLXNB2 PLXND1 PODXL POLD3 PPIP5K1 PPP1R3D PPP2R3A PSEN2 PTGS1 PTTG1IP PZP RAB11A RAB31 RAB8B RAI2 RAMP1 RAP2A RCAN1 RGCC RHEB ROBO3 RXRA SAMHD1 SCEL SDC4 SEC23B SETD3 SFT2D2 SLC19A1 SLC27A3 SLC2A9 SLC31A1 SLC31A2 SMIM7 SNX5 SOCS2 SORT1 SPRY2 SPSB1 STX3 SUOX SYNGR1 TACSTD2 TAL1 TBXAS1 TGFBR3 TK2 TM6SF1 TMCC1 TMEM53 TNFRSF1A TNFRSF21 TNS1 TPP1 TST TUBB6 TYROBP UBAP1 ULK2 USP32 VCL VPS41 WIPI1 WNT5B ZBTB43 GSE3982_DC_VS_CENT_MEMORY_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_DC_VS_CENT_MEMORY_CD4_TCELL_DN AKT3 ALDH1A3 ALDOC AMIGO2 ANXA6 AOC2 AP1M2 APOBEC3G ARF1 ARHGAP15 ARHGAP35 ARHGAP5 ARHGEF18 ARHGEF6 ARID5B ASMTL BBS1 BBS9 BTN3A3 C10orf95-AS1 C21orf91 C2CD3 C2orf68 CAMTA1 CASP6 CCDC177 CD200 CD3E CDCA4 CDK11A CELF2 CEP43 CHMP7 CHN1 CLCN2 CLDN16 CNKSR1 COX10 CSGALNACT1 CUTC DDX18 DEFA4 DENND1C DIDO1 DLG3 DPP4 DPY19L2P2 DYRK2 EDEM1 EFHC2 EIF4EBP2 EPM2A EPPK1 EZH1 FAM117A FBXL7 FCMR FLT3LG FOSL2 FOXJ2 FOXO1 FRMPD1 FSTL3 FTCD FTSJ1 GABBR1 GALNT10 GIMAP5 GIMAP6 GLOD4 GOLGA8B GRK6 GRM5 GVINP1 H2AP HAUS5 HHIPL2 HLA-A HOXB9 HSPA1L ICE2 ICOS IFI44L IGHV5-78 IL13RA2 IL18R1 IL24 IL6R INAVA IPCEF1 IQCB1 ITGA4 KAT6A KHDC4 KIT KLF2 KRI1 LARS1 LCK LDOC1 LIME1 LINC01278 LRFN3 LRRC1 MAN1C1 MED6 MEOX1 MLLT10 MOGS MORC4 MTRF1 NAP1L2 NAP1L3 NOL9 NT5E NUFIP1 OAS2 PAX3 PAXIP1 PCDH8 PCID2 PDE4B PLCG1 PLEKHG3 PMP2 PMS2P5 PPP4R3B PRKAA2 PRKCH PTCH1 RAPGEF6 RBM14 RETREG3 RND3 RPL26 RPL36 RPL39 RPL6 RPS27 RPS28 S1PR1 S1PR4 SCGB1A1 SEMA4C SEMA6A SEPTIN9 SIK3 SLAMF1 SLC38A1 SLC44A4 SLC6A16 SP140 SPRR3 SPTBN1 SRRT SRSF5 STON1 TCOF1 TFF3 THOC2 THOC5 THPO TIPRL TLK2 TMSB15B TNNI3K TPM3 TPR TPT1 TRA2A TRAPPC2 TRAT1 TSHR TSPAN6 TSPOAP1 TSPYL2 TWIST1 TXK URI1 USP9Y VPS13D VTCN1 WAS WWC3 ZC3HAV1 ZDHHC11 ZEB1 ZNF131 ZNF136 ZNF22 ZNF264 ZNF266 ZNF337 ZNF391 ZNF44 ZNF451 ZNF506 ZNF587 ZNF611 ZNF91 GSE3982_DC_VS_CENT_MEMORY_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_DC_VS_CENT_MEMORY_CD4_TCELL_UP ABCC3 ABCG2 ABHD6 ACO2 ACOT7 ACOX1 ADCK2 AGPAT4 AIMP2 ALDH1A1 ALOX15 ANPEP ANXA11 ARHGEF10L ARMCX1 ATP6V0B ATP6V0D1 ATP6V1D BASP1 BCKDK BLVRA BST1 BTK C5AR1 CAPG CARD9 CASP5 CCL17 CCNH CD1B CD1C CD1E CD33 CD36 CD83 CD9 CDA CDC42BPB CDCP1 CDKN1A CELSR1 CENPN CFD CHST11 CKAP4 COLEC12 CPD CPT2 CSF1 CTNNA1 CTSC CTSD CTSH CTSZ CTTN CXCR2 CYB5R1 CYBB DCSTAMP DDX31 DHCR24 DNPEP EMC8 ENC1 ERCC1 FABP5 FAM162A FARP1 FBP1 FCER1A FCGR2B FCGR2C FDX1 FEN1 FES FGR FHOD1 FLT1 FN1 FOSL1 FTH1 FUCA1 FXYD6 GGCT GPNMB GRN H2AC6 HADH HK3 HLA-DRA HSBP1 HSD11B1 HSD17B4 HSD3B1 IGSF6 IRF8 KCNJ1 KMO KYNU LAMP1 LGALS1 LILRA2 LPAR1 MAOA MAPK1 MATK MCUR1 MIR22HG MKLN1 MMP9 MRAS MRC2 MS4A6A MYOF NAA60 NACC2 NANS NDRG2 NFIL3 NFKBIE NPC1 NPL NR4A3 NSDHL NTAQ1 NUMB ORC1 P4HA1 PCOLCE2 PDGFA PDGFC PECAM1 PEPD PFKP PIR PLA2G4C PLCG2 PLOD1 PLXNB2 PPARG PPP1R26 PRCP PRDX3 PRKAR2B PSMA2 PTGS1 PTRH2 PYGL RAB31 RAB38 RAB5IF RALB RAMP1 RASGRP3 RER1 REXO5 RIPK4 RUFY1 SDC2 SDC4 SEL1L SLAMF8 SLC15A3 SLC25A44 SLC2A8 SLC30A1 SLC31A2 SLC47A1 SLC48A1 SNX5 SORT1 SPARC SPRY2 STX3 STXBP1 SUOX SYT17 TACSTD2 TALDO1 TBC1D16 TBC1D2 TENT5A TFE3 TGFBI TLR7 TM6SF1 TMEM9B TNFRSF21 TOR3A TPP1 TXNRD1 UGP2 UTP6 VAC14 VCL VDR VPS41 WBP4 WDR12 WNT5B GSE3982_DC_VS_EFF_MEMORY_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_DC_VS_EFF_MEMORY_CD4_TCELL_DN ABHD17A ACKR3 ADRA2B AGRP AKR1C2 AKT3 AKTIP ALDH3B2 ALOXE3 ALX1 AMIGO2 ANKRD27 ANKS1B APOC4 AQP1 ARHGAP15 ARHGAP45 ARHGEF6 ARID1A ARL4C ASB4 ASMTL ATG4A AUTS2 AZGP1 BCL2 BEX1 BTN3A3 CATSPERB CCP110 CCR2 CD34 CD3E CDK3 CELF2 CHRNA9 COL14A1 CPSF4 CPSF7 CSK CSPP1 CTCF CWF19L1 CXCR6 CYP4A22 CYSLTR1 CYTH1 DIDO1 DLG3 DLGAP1 DSG1 E4F1 EDA2R EEF1D EPCAM EZH1 FABP7 FASN FGF5 FLT3LG FRY GABPB1 GCH1 GFI1 GGPS1 GIMAP6 GRK6 GRM1 GRPR GSDMB GSG1 GVINP1 GZMH HAUS5 HAVCR1 HBS1L HOPX HOXB9 HSPA1L HYOU1 IFITM2 IFNA14 IL24 INAVA ING1 IPCEF1 IRF1 JAK1 JAM3 KCNC4 KHDC4 KIF21B KRI1 LARP7 LDOC1 LPAR2 LPAR4 LPIN1 LPIN2 MAGEC1 MCUB MEIS2 MIA3 MPHOSPH9 MRPL49 MVB12B MYBL1 MYT1L NAP1L3 NCAM2 NMT2 NSMCE4A NT5E OR2W1 OR7E156P PASK PAXIP1 PCBP4 PCID2 PCYOX1L PDLIM2 PEX3 PGAP4 PLAGL2 PLEKHG3 PMEL PPP1R16B PRKCH PRLH PRMT2 PRPF19 PSG7 PTMA RABGEF1 RALGPS1 RBCK1 RBM34 RNF144A RNF44 RPL30 RPL36 RPS23 RPS27 RPS3 RRN3P1 S100A14 S1PR4 SAP30L-AS1 SEMA4C SEPTIN8 SIK3 SIRPG SLC38A1 SLC66A1 SLC6A16 SMARCC2 SNRNP200 SP140 SPOCK2 SPTBN1 SRSF5 STAG1 STC2 STIL STK38 SYNE1 TARP TBC1D29P TFAP2A THOC2 THPO TM4SF1 TMSB15B TNKS TPT1 TRIM15 TRMT9B TRRAP TSPOAP1 TUBA4B TWIST1 UBAP2 USP11 VPS13D WEE1 YLPM1 ZCCHC4 ZEB1 ZFR2 ZNF142 ZNF253 ZNF264 ZNF266 ZNF281 ZNF394 ZNF711 ZNF75D GSE3982_DC_VS_EFF_MEMORY_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_DC_VS_EFF_MEMORY_CD4_TCELL_UP ABCB4 ABCC3 ABHD6 ACACA ACO1 ADAP2 ADCK2 ADIPOR1 AIMP2 AKR1A1 ALAS1 ALCAM ALDH1A1 ALDH1A2 ANPEP ANXA11 ANXA2P1 AP1M2 APH1B APP ARID5A ARMCX1 ATF3 ATP5MC1 ATP6V1H BASP1 BCAT1 C2CD2 CAT CCDC106 CCDC88A CCNH CCRL2 CD1E CD33 CD36 CD83 CDK5 CDKN1A CERS6 CFD CHP1 CLCN7 CLIP4 CLMN CLN8 CLPB COLEC12 COMP CPEB1 CPQ CSF1 CST3 CTNNAL1 CTNS CTSC CXCL8 CYB5R3 CYBB CYC1 CYP27B1 CYP4F8 DAP DAPK1 DCSTAMP DDX31 DNAJB4 DYNC1I2 EHD4 EIF4E2 ERCC1 ERCC8 ETFDH FAM162A FCER2 FCGR2C FCHSD2 FEN1 FES FKBP1A FN1 FPR3 FRAT2 FUCA1 FZD5 GABRB2 GATB GPX1 H1-0 H2AC6 HBEGF HCK HLA-DMB IFNGR2 IGSF6 IL13RA1 IL6R KCNQ1 KMO KPTN KYNU LGALS3 LILRA2 LIMA1 LPAR1 LRP10 LRRK1 MAN2B1 MCUR1 MEA1 MEIS3P1 MID1IP1 MITF MRAS MRC1 MRC2 MYF6 MYOF NANS NDRG2 NDUFA8 NLRP3 NQO1 NRGN NRP1 OAS1 PABPC4 PCK2 PCTP PDGFC PDLIM4 PDSS1 PEA15 PECAM1 POLR1G PPARG PRCP PRDM13 PRDX3 PRDX6 PREP PSAP PSMD12 PTGS1 PTRH2 RAB14 RAB32 RASGRP3 RDX RENBP RIN2 RIPK4 RITA1 RTN2 RXRA SC5D SCCPDH SCPEP1 SDC2 SEL1L SEMA6A SEPHS2 SEPTIN2 SERPINA1 SHB SIL1 SLC15A3 SLC16A5 SLC19A1 SLC1A4 SLC47A1 SMAD6 SMCO4 SNX5 SPINT2 SPR STXBP1 TACSTD2 TBC1D8 TCF4 TGFBI THBD TIMP2 TM6SF1 TNS1 TNS3 TOR3A TPP1 TRIO TRIP6 TSG101 TXNRD1 TYROBP UGP2 VAMP3 VPS41 WNT5B ZCCHC24 ZNF124 GSE3982_DC_VS_MAC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_DC_VS_MAC_DN ADAM10 AGPS AKIP1 AKR1C3 AMIGO2 ANOS1 AP1M2 APOH AREL1 ARL4A ASF1B ASPHD1 ATP10B ATP5MF ATP6V0D1 ATP6V1B2 AURKA BAIAP3 BCAT1 BCL2L2 BEGAIN BEX3 BUB1B C1QA C3AR1 CCKBR CCL2 CCL7 CCNA2 CCNB1 CCNB2 CD101 CD163 CDC14B CENPA CENPE CES1 CHRNB4 CLEC1B CLEC5A COA7 COLEC12 CRTAP CSF1 CTDSPL CTLA4 CTSK CXADR CYP3A7 DCTN6 DNAJC12 DNASE2B DPP4 EMC3 ENY2 ERC2 FAM114A1 FAM114A2 FBXL7 FCGR1BP FCGR3B FCN1 FDX1 FMO6P GADD45G GATA1 GDAP1 GDF10 GNG12 GOLIM4 GRM3 GRM6 GSC2 HEG1 HERC6 HFE HHIPL2 HMMR HOXB2 HPGDS HSD17B3 HSD17B8 IGFBP1 IL9 INCENP INSM1 IRF9 ITGA6 ITGA8 JOSD1 KCNJ1 KIF13B KIF4A KRT37 LETM1 LIPG LNPEP LUZP4 MAFB MED6 MFSD13A MKI67 MLF1 MME MMP2 MMP7 MON1B MPC2 MTMR1 MTPAP MYO1D MYO6 NABP1 NACC2 NAV2 NCALD NELFCD NIP7 NME7 NOS2 NR1H4 NRN1 NT5E NUMB NXPH4 OGFOD1 OR10J1 ORC1 PAPPA2 PBX1 PCBP1 PHACTR1 PIK3CG PKIA PKMYT1 PLEK PNMA2 PNP POLA1 POLE2 POLQ PRKAA2 R3HCC1L RABGEF1 RAD51AP1 RANGRF RBM14 RDX RFC2 RGS20 RNASEH2B RND3 RNF128 RRM2 S100A2 SAR1A SASH1 SEC61G SERPINA1 SHCBP1 SLC23A2 SLC2A5 SLC44A4 SLC9A7 SLCO1C1 SNCA SORL1 SPATA6 STAT3 STON1 STUM SULT1C2 TFF3 TGFBR1 THBS2 TIPRL TLR7 TLR8 TMX2 TPM3 TPX2 TRIM9 TSC22D1 TSC22D3 UBE2L3 UBL5 UBR7 UNC13B VCP VNN2 VSIG4 WASF1 WDR19 WWTR1 ZDHHC3 ZNF106 ZNF281 ZNF287 ZNRF4 ZWILCH GSE3982_DC_VS_MAC_LPS_STIM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_DC_VS_MAC_LPS_STIM_DN ABTB2 ACOT11 ADAM10 ADM ADORA2B ADRB2 ALOX5 AMN AMPH ANGPT1 APOBEC3B ARL8B ASRGL1 B3GNT2 CAPN2 CAPNS1 CCL4 CCNA1 CCNJ CD14 CD36 CDC20 CDK4 CENPM CEP55 CGGBP1 CHD5 CKB CLEC5A COMMD10 CPE CTSG CTSL CUBN CXCL10 CXCL6 CYBB DHCR24 DLGAP5 DOC2B DTX4 DUSP5 DUSP9 EDN1 EHD4 EPHA5 ERC2 ERGIC3 EZR F2RL3 FAXDC2 FCAR FCGR1A FCN1 GAL3ST4 GBP2 GCNT2 GNG12 GPR132 GREM2 GRIN2A GRM6 GTF2B HCG4 HCN2 HIVEP2 HMGB3P1 HMGCS2 HPSE HROB HTRA1 ICAM4 IFIT2 IFIT3 IL1B INCENP KCNJ5 KCTD15 KCTD20 KIF18B KIR3DL3 KLHL7 KMO LAT2 LRBA LSS LTA4H MAFB MAGEA8 MAGT1 MAP1LC3C MAP2K3 MARK1 MCMBP ME3 MEX3D MFAP5 MICA MMP1 MMP2 MOCS3 MRPL24 MSR1 MSRA MYOZ3 NCF1C NCF4 NDP NDST2 NDUFA4 NDUFB11 NEIL1 NNT NR2F1 NR5A2 NUMB OCRL OPCML P2RX7 P4HB PANX1 PAPSS2 PCLAF PEX13 PFKFB3 PLA2G1B PLBD1 PLEK2 PLS3 PPBP PPFIA2 PRC1 PROS1 PRPF3 PRPH2 PSCA PSENEN PTGDS RAB27B RABGEF1 RAD51AP1 RAP1GDS1 RBM4 RELA RGS16 RHBG RIGI RND1 RNF19B RNFT1 ROCK2 RPL21 RRBP1 SCMH1 SEPTIN9 SEZ6L2 SHCBP1 SIK3 SLAMF7 SLC7A9 SLCO4A1 SLN SPP1 SRPK3 SSTR2 STARD5 STAT2 STBD1 STIMATE STK10 STX5 SYTL2 TAS2R1 TENT5A TGFBR3 THRB TMEM140 TNC TNFSF13 TNNT3 TPP1 TRAF3IP2 TRIM25 TRIP4 TSPAN7 TUBA3D UBE2H UBXN8 UCHL3 UGGT1 VCAN VKORC1 VSIG4 VWA8 XK ZC3HAV1 ZFX ZNF426 ZWINT GSE3982_DC_VS_MAC_LPS_STIM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_DC_VS_MAC_LPS_STIM_UP ABCB11 ABCB7 ABCC10 ABCC3 ACACB ADGRG2 AGK ALDOAP2 ALG12 AMZ2 ANKRD49 AP5S1 AQP3 ARHGAP15 ARHGAP45 ARHGEF18 ARL4C ASF1A B3GALT4 BAZ1B C2CD3 C6orf15 CARD8 CASS4 CBR3 CCDC69 CCL19 CCNH CDC23 CEBPG CEP41 CEP63 CFP CHAT CIRBP CIZ1 CKAP5 CLN8 CREB5 CSE1L CTC1 CYB5A DARS1 DCAF8 DCSTAMP DDX24 DDX31 DNAI1 DNAJC16 DPH5 E2F6 EIPR1 ENPP1 EOLA2 EPM2A FAM136A FILIP1L FNBP4 FOSB FOXO1 FSTL1 GIMAP4 GMPS GNE GNPDA1 GOT2 GPATCH8 GPR107 GRM5 GRSF1 GSE1 GSTP1 GTF2E1 H2BC5 H2BC9 HARS1 HOXA1 HSPD1 IFITM1 IL13RA1 IMP3 INTS3 INTS7 IRF4 KCND1 KMT5B KRT8P12 LEPROTL1 LETMD1 LILRA3 LIMD2 LORICRIN LPAR2 LPIN1 LRRC3 MAP3K13 MAPK8IP3 MAT2A MDC1 MEA1 MFAP1 MGA MNAT1 MOCOS MRPL57 MSL2 MT2A MTCL1 MTMR4 MUTYH NAGPA NDRG1 NDUFV2 NELL2 NKG7 NME3 NOL3 NPFF NSUN3 NUP133 NUP155 NUP88 NVL OGT OR7E24 PAAF1 PARP4 PCDHA2 PDE4A PDS5B PGRMC2 PIAS3 PLAU PLCB1 POLD3 POLG2 POLM PPP1R8 PREP PRKAR2B PRPS1 PRR5L PRR7 PSMD6 PTCD1 PTGES RANGRF RASSF2 RCOR3 RECQL5 RESF1 RPF1 SARS2 SCN7A SEC14L1 SEC16A SELPLG SETDB1 SFRP4 SHC1 SHQ1 SIGLEC1 SIPA1L3 SLC1A4 SLC35D1 SLC66A3 SMARCA4 SMG1 SMURF1 SPG7 SPINT2 SPRR2C STK38 SYF2 TACSTD2 TAF5L TARS1 TBC1D13 TERF2IP THAP7 THBS3 TMEM87A TNFSF12 TRAF5 TRMO TSR3 UTP14A UTP14C VCL WWP2 XPO4 YLPM1 ZC3H14 ZDHHC13 ZDHHC18 ZKSCAN5 ZNF16 ZNF248 ZNF343 ZNF695 GSE3982_DC_VS_MAC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_DC_VS_MAC_UP ABCG2 ACP5 ADIRF ALOX15 ANAPC2 ANXA11 ARHGAP45 ARHGEF6 ARL4C BBS9 C1orf115 C1orf50 CACNA1A CAPN3 CARD9 CARS1 CBLL1 CCDC92 CCL17 CD1B CD1E CD226 CDCP1 CDK3 CEACAM5 CEP112 CEP290 CFB CHST12 CHST7 CIRBP CLDN17 CMC4 CNGA3 CNOT4 COMP COQ8A CORO2A CRKL CRYBG3 CSAD CST4 CTNNAL1 CUL4A CWC25 CXCL11 CXCR2 CYP2A7P1 CYP4F8 DAP DCLRE1C DDX43 DHRS11 DNPEP DPF2 DUSP22 EDEM1 EFHC2 ELMO3 ENTPD4 EPS8L1 ERCC5 FAF2 FAM136A FAM13C FARP1 FBXO21 FCER2 FHL2 FLT1 GABPB1 GALNT11 GLT8D1 GPR25 GRB10 GSTT1 GUCA1A H2AC6 HDAC9 HLA-DQB1 HOMER2 HSD11B1 IGFLR1 IGSF3 ING1 IPCEF1 IQCB1 ITFG2 ITGB1BP2 ITIH1 KCNE4 KDM7A KIR2DL2 LAMP3 LINC00115 LPAL2 LRRFIP2 LSR MAGOHB MALT1 MAP2K4 MEF2A MIR622 MSRB1 MYF6 MYH3 NAIP NCF2 NFE2L3 NFIL3 NLRP3 NME8 NOLC1 NPEPPS NR4A3 NSMCE4A OPN3 OSBPL1A P2RY6 PAFAH1B3 PAPOLG PARN PAX3 PCF11 PDGFA PFKP PGAM2 PGLYRP1 PGS1 POLR3F PPBPP2 PPP1R16B PPP1R3D PRMT7 PRPF4 PRPS1 PSG5 PTBP1 PTCD1 RAB15 RAD50 RBPJ REG1CP REPIN1 RESF1 RFX5 RIMS3 RITA1 RNF13 RNMT RRS1 RUFY1 SAP30L-AS1 SCGB1A1 SEC14L5 SEPTIN2 SERINC2 SERPINB10 SETD3 SHFL SLC25A36 SLC35E1 SLC7A1 SLCO3A1 SLF2 SNX3 SOCS1 SPSB3 SPTLC3 SRI SRPK2 SRPRA SUOX SYNRG TACSTD2 TAL1 TBC1D8 TBKBP1 TFEB TGFA TH TRADD TRAM2 TRAPPC4 TRIB2 UBR4 UGP2 VAMP1 VCL VCPIP1 VPS35L VPS4A VTN WDR70 ZBTB39 ZKSCAN5 ZNF236 ZNF350 ZNF516 ZNF768 GSE3982_DC_VS_NEUTROPHIL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_DC_VS_NEUTROPHIL_DN ABCC5 ACAA1 ACAD10 ADAM10 ADGRE2 ADM AGMAT AKTIP ALPK3 ANXA3 APOC3 ARAP3 ARHGAP35 ARHGAP45 ARPC5 ASCL3 ATP6V0D1 AZGP1 B4GALT5 BASP1 BCL3 BEGAIN BRAP BRD4 BTN2A1 C1RL CANT1 CASR CATSPERB CD69 CDH15 CDK11A CDKN2D CELF2 CFD CFLAR CHRM3 CKAP4 COL5A1 CRLF3 CSGALNACT1 CTDSP2 CXCL2 CXCR4 CYP1A2 CYP4F3 DAPP1 DCLRE1C DENND3 DLG3 DSG1 EEF1D ELL EPS15L1 ETS2 FAM117A FAM184A FAM53C FCGR1BP FFAR2 FMO1 FOXJ2 FPR2 FRAT2 FSTL3 GALNT10 GBP2 GDF10 GIT2 GMIP GNAZ GPR12 GVINP1 H2BC4 H3C2 HBB HEXIM1 HEY1 IL18R1 IMPA2 ING3 IPCEF1 IRF7 JAK1 JOSD1 KCNC4 KDM5A KIF5A KLF3 KRT37 LAT2 LDB1 LINC00115 LMNB1 LPIN2 LRRFIP1 MAK MAP2K3 MARF1 MCL1 MCTP2 MEFV MEIS2 MFAP3L MFSD13A MLLT10 MMP25 MPZL1 MX2 MYOZ3 NAB1 NADK NECAP1 NFIL3 NFYC NINJ2 NMI NUMB PADI4 PCBP2 PCSK2 PDE4B PDGFD PDLIM2 PFKFB3 PI3 PKN2 PLEKHG3 PPP2R5A PPP4R3B PRR7 PSG4 PTEN PTPRN2 PYGL R3HCC1L R3HDM4 RAB35 RALB RARA RECK REL REPS2 RHOA RHOG RLF RNF19B RNF44 RUBCNL S100A14 S100P S1PR4 SELPLG SEMA6A SERPING1 SH2D3C SLC12A6 SLC1A1 SLC2A3 SLCO1C1 SNN SP140 SPEN SPTLC2 SRSF5 ST8SIA4 STK17B STX3 SUSD6 SYK SYNE2 TAB2 TECPR2 TLK2 TMCC1 TMUB2 TNFAIP3 TNFAIP6 TRANK1 TREML2 TRMT9B TRPV5 TSPYL2 TUBA4A TUBA4B UIMC1 USP9X VNN3P WWC3 XAF1 ZEB1 ZNF165 ZNF350 ZNF44 ZNF473 ZNF586 ZXDC GSE3982_DC_VS_NEUTROPHIL_LPS_STIM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_DC_VS_NEUTROPHIL_LPS_STIM_DN ADAP1 ADM AFF2 AKTIP ALDH4A1 ALOX5 AMDHD2 APOBEC1 AQP8 ATP8B3 B4GALNT1 BIN2 BRD3 BTBD2 BTC BTG2 CA1 CASKIN2 CD14 CDC42 CDC42EP2 CEP43 CES3 CFAP46 CHIC2 CKAP4 CKB COPA CPPED1 CRCT1 CREB5 CSNK1D CTSG CXCL6 CYB5R4 CYP4F2 DAPK3 DCAF15 DOC2B DOCK5 DPF3 DSCR4 DXO DYNC1I1 EHD1 EIF4H EMP3 ERO1B ETS1 EVA1B F2RL3 FABP7 FBXO31 FBXO40 FCGR1BP FCN1 FHL5 FLOT1 FLT4 FPR2 FUT2 G0S2 GBX1 GGNBP2 GPR132 GPR161 GPR87 GPRC5C GREM2 GRM4 H3-3B HAL HAUS2 HECA HLF HOXC4 HPSE HYMAI IFITM1 IFNG IL1A IL1B INHBB IPCEF1 IQSEC1 IRF9 ISG20 JARID2 JMJD6 KCNJ2 KCNJ9 KCTD15 KCTD20 KLHL21 KLHL24 KLK11 LAMC2 LILRA2 LPAR2 LRP10 LRRTM4 MAGEC2 MAGEC3 MAP2K3 MCL1 MLF2 MME MOCS3 MTMR14 MUC5AC MYF6 MYO1F MYOZ3 NCAPH2 NDUFA4L2 NEIL3 NR1H2 OAZ2 ODF1 OLFM1 OSBPL2 OSGIN2 OXSR1 PACRG PACSIN2 PAK6 PAWR PCDHA5 PDE4C PILRA PISD PLBD1 PLXNB3 POF1B POLR1G POLR2J2 POM121 PON1 PPFIA2 PPP1R11 PPP1R15A PRF1 PRKD2 PRMT2 PTPRE RAB5C RASGRP2 RASSF2 RGS2 RHOA RNF19B SETX SF3B4 SH3D21 SH3GL1 SIPA1 SLC16A6 SLC22A4 SLN SMG1 SORL1 SREK1IP1 SRPK3 SST SSTR2 SSX3 SV2C SYNPO2L SYTL2 TAF13 TAF4B TEP1 TERF2IP TESK2 TFG TLL2 TLR4 TNFAIP3 TNFRSF9 TNFSF14 TRA2A TRHDE TRIM25 UBE2H USP10 VGLL1 WASF3 WDR45 WDTC1 ZMAT4 ZNF407 ZNF586 ZNF639 ZNF8 GSE3982_DC_VS_NEUTROPHIL_LPS_STIM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_DC_VS_NEUTROPHIL_LPS_STIM_UP ABCC1 ABCC3 ACAT1 ACBD3 ACP1 ACVR2A ADGRB1 ADORA2B AGK AGPAT4 AKR7A3 ALDH3A2 ALDH5A1 ALDH9A1 APEH APEX1 AQP3 ARHGAP22 ARL1 ATOX1 ATP1B1 ATP5IF1 ATP5MC2 ATXN10 BMAL2 BRCC3 BSCL2 C11orf24 CCDC88A CCL17 CCND1 CD99 CDC23 CEP83 CIAO1 CILK1 CKAP5 CLN8 CLSTN1 COG7 COL6A1 COPB2 COPZ1 COQ4 COX5A CXCL10 DAP3 DARS1 DDO DERA DNAJC2 DNASE2B DNM1L DUSP7 EAF2 EFL1 EIF2S2 ELAVL1 ENO2 EXOSC10 FABP5 FAHD2A FAIM2 FAM149B1 FAM172A FDX1 FILIP1L GALNT12 GOLGA8B GORASP2 GOT2 GPATCH1 GPR15 GTF3C3 HARS1 HMGN5 HSD11B1 IFI27 IGFLR1 IGSF3 IL3RA INVS IRF8 KDM4C KEAP1 LDHB LILRB4 LIPA LPIN1 MAGT1 MAIP1 MAPKAPK5 MATK MCCC2 MELK MICAL3 MKKS MLH1 MPDU1 MREG MRFAP1L1 MRPL15 MRPL35 MRPL39 MRPS11 MT1X NDUFAF1 NDUFC2 NDUFS8 NDUFV2 NIF3L1 NNT NOC2L NSDHL NSUN3 NUP107 NUP133 OAS1 PAAF1 PAICS PALB2 PANK2 PAPOLA PDCD6IP PDE4A PDHB PDSS1 PECR PGD PIPOX PJA1 PLAG1 PLGRKT PPP1R7 PPP3CB PRDM4 PRKAR2B PRKY PRPS2 PTBP1 PTCD1 PTER RAB38 RAD51C RBMS2 RIOX1 RMND1 RPL10A RPL21 RPL26L1 RPL35 RPL7 RPS20 RRAGA RUFY3 SEC11A SERPINE1 SHQ1 SKIC8 SLC25A17 SLC31A2 SLC35A3 SLC35D1 SLFN12 SMARCAL1 SMARCE1 SNRNP27 SPHK2 SRD5A3 STAG1 SUGP1 TACSTD2 TAF9 TCF4 TEX2 THAP3 TMEM126B TMEM176B TMEM87A TOR3A TPRKB TRAC TRIAP1 TRIP4 TRIP6 TSR3 TTC31 TTLL1 TUBG1 UNC119B USP14 UTP14A UTP14C VANGL1 VTN WDR43 WIF1 ZFP69B ZNF22 GSE3982_DC_VS_NEUTROPHIL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_DC_VS_NEUTROPHIL_UP ACOT7 ACSF2 AGA AGK AHI1 AKR1B1 ALAS1 ALDH1A1 ALOX15 ANXA2P2 AP2B1 ARHGEF3 ARMCX1 ASPHD1 ATF3 ATIC ATP13A1 ATP6V1H BANF1 BCL2 BMPR1A C1orf115 CA2 CCDC106 CCL22 CCNA2 CD36 CDC42BPB CENPN CHD1L CHI3L2 CLPB CLTC CNOT4 COG7 COX7C CPEB1 CPT2 CRYZ CSE1L CST3 CSTB CSTF3 CSTPP1 CTSL CTTN CUL2 DEXI DIPK1A DNAJC15 DPM3 DPYSL2 DST DTWD1 DUSP12 ECI2 EEF1B2 EIF4G1 EIPR1 ENOPH1 EPRS1 ETFDH EVL FADS2 FAM204A FBL FCER2 FGFR4 FH FTO FTSJ1 FUCA1 GALNT12 GLUD1 GNA12 GOLGA8B GRSF1 GTF3A H2AC17 H2AX HINT1 HLA-DPA1 HOXB2 HPCAL1 HSPA4 HTT IDH3A IL21R INTS5 INTS7 ITFG1 JHY KIF13B KLHL20 KMO KYNU LAGE3 LMAN1 LNPEP LPIN1 LRRC8D MAOA MAP3K4 MAT2A MATK MCOLN3 MGST3 MOCS2 MORC2 MRPL15 MRPL35 MRPL40 MRPS16 MTCH2 MTDH MTHFD1 MTIF2 MTO1 MYH3 NDUFA8 NDUFB8 NOC2L NOL11 NPRL3 NRP1 NUFIP1 NUP133 NUP155 NUP37 ORC1 OSBPL3 OTUB2 P4HA2 PALLD PAN2 PCNT PCOLCE2 PDE4A PDLIM4 PIBF1 PKD1P1 PLXNB2 POLR2G PPP1R26 PPP2R3A PRDM14 PRDX6 PTCD1 PTER PTGS1 PTK2 PTPRO PURA PUS1 PXMP2 R3HDM1 RAB20 RAN RARS1 RCN1 RENBP RIOX2 RPL5 RPS27 RRM1 S100A10 SAMM50 SMCO4 SNRNP27 SOX4 SPARC SPINT1 SQLE SS18 SSB ST13 TAB1 TACSTD2 TAL1 TGFBI TMA16 TMEM209 TP73-AS1 TPP1 TRIAP1 TRIM44 TRMT61B TRPV2 TTC4 TUBG1 TUBGCP2 TXNRD3 UTP11 VASH1 VPS52 WDR7 YIF1A YTHDF1 ZBED4 ZC3H14 GSE3982_DC_VS_NKCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_DC_VS_NKCELL_DN ABLIM1 ACKR3 AICDA AKAP6 AKR1C3 AKR1C4 ALOXE3 ANKRD17 AREL1 ARHGEF18 ATF7 B3GALT5 BCL2 BCL7B BEGAIN BTN3A3 CATSPERB CCDC177 CCDC81 CD160 CD34 CD72 CDC37L1 CDCA4 CENPA CHD7 CHRNA9 CHRNB4 CNTNAP1 COLQ CPA3 CPSF4 CSK CST7 CTBP1 CTCF CTDSP2 CTIF CYP1A2 CYP3A7 CYTH1 DENND1C DENND2D DIDO1 DLGAP2 DVL3 DYM EIF4EBP2 EN2 EPPK1 ESM1 FAM110D FAM117A FAM193B FCGR3B FLRT3 FLT3LG FOXJ2 FRMPD1 FTSJ1 GABPB1 GAST GCH1 GCNT4 GFI1 GIMAP6 GLOD4 GRM1 GSTA1 GVINP1 H2AP HAVCR1 HCG9 HCP5 HCRTR2 HECW1 HLA-A IFITM1 IFITM2 IFT46 INAVA INCENP IRF7 ITK KCNJ9 KIR3DL1 KLRB1 KLRC3 KRT5 LETM1 LINC01278 LPAL2 LPAR4 MAGEC2 MAP3K1 MAPRE2 MARCKSL1 MCTP2 MEF2C MEFV MFSD13A MLLT10 MLLT11 MRPL49 MYBL1 MYL1 MYO5C MYT1L NAP1L2 NCAM1 NCBP3 NME7 NMNAT2 NOL6 NRN1 NUCB2 OR12D3 OR7C1 OSBPL2 PASK PCDHB17P PCID2 PCNT PDE1C PDE4D PICK1 PITPNC1 PLAAT4 PMEL PMP2 POLR1G PSG7 PTCH1 PTPRD RAB11FIP5 RAF1 RBCK1 RBM14 RHOH RNF144A RNF44 RPIA RPL6 RPS3A RYR2 SAP30L-AS1 SEC14L5 SECTM1 SELL SEPTIN6 SH2D2A SH2D3C SHFL SIDT1 SLC25A16 SMG7 SP140 SPOCK2 SPTBN1 SPTBN2 STAP1 STK32B SULT1E1 SUN2 SYNE1 SYNE2 TBX21 TGFBR1 THBS4 TMSB15B TNFSF10 TPM3 TPX2 TRGV5 TRIM49 TRRAP TSPAN7 TSPYL2 TUBA4B TXK UBE2NL UBR7 USP7 VAMP1 VGLL4 VN1R1 VNN2 WDR37 YLPM1 ZNF22 ZNF287 ZNF394 ZNF473 ZNF506 ZNF586 ZNF8 ZPBP GSE3982_DC_VS_NKCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_DC_VS_NKCELL_UP ABHD6 ACOX1 ADAM12 ADM ADORA2B AK4 AKR1A1 ALAS1 ALOX15 AMPD3 ANPEP ANXA2P1 AOPEP APP ARHGAP22 ARHGEF10L ARL4A ASB13 ASPH ATF3 ATP5MC3 ATP6V1H BCAT1 BEX3 BSCL2 CASP6 CAT CBR3 CCDC88A CCL1 CCL22 CCNA1 CCNH CD1E CD83 CD9 CDC42BPB CDKN1A CENPE CERS6 CHI3L1 CHST7 CLDN17 CLN8 CLPB CLTC CLU CPEB1 CPPED1 CREB5 CSF1 CSTB CTNNAL1 CTNS CTSH CTSZ CTTN CYB5R3 CYP27B1 CYP4F8 DHRS9 DIAPH2 DRAM1 DTX4 DYNC1I2 EIF4E2 EML4 ENC1 ESD FCER1A FCGR2B FHL2 FKBP15 FN1 FOSL1 FPR3 FSCN1 FTH1 GGCT GM2A GPD1 GPER1 GSN GSS GUCA1A H1-0 H2AC17 H2AC6 HIVEP3 HLA-DRB1 HLX HPCAL1 HSBP1 IGSF6 IL13RA1 IL1RN IQSEC2 ITSN1 JUP KCNJ1 KMO LAMP1 LGALS3 LRRC32 MAGOHB MAOA MCUR1 MDH1 METTL8 MIEF1 MITF MKLN1 MMP19 MMP9 MRAS MRPL13 MRPL42 MYBPC2 NANS NCBP1 NDRG2 NFKBIE NLGN3 NOL3 NPL NPR1 NQO1 NR4A3 NRP1 NTAQ1 P4HA2 PABPC4 PCDHA10 PDGFC PDLIM4 PEA15 PFKP PGLYRP1 PIR PODXL PPARG PPM1H PPP1CC PPP1R3D PPP2R3A PRDX3 PSMD12 PTCD1 PTGS1 PTK2 PTRH2 PYY RAB11A RAB20 RAB23 RAB31 RAD1 RBM47 RENBP RGCC SCARF1 SCD SCPEP1 SEC23B SGK1 SHB SIL1 SLC19A1 SLC1A4 SLC31A1 SLC31A2 SLC47A1 SLCO2B1 SMCO4 SNX13 SOCS1 SPARC SPINT1 SRPRB SSR3 STXBP1 TAB2 TACSTD2 TAL1 TBC1D8 TFDP3 TMEM53 TNIP1 TNS1 TOR3A TRAF3 TREML2 TRIO TST TUBA4A USP32 UTP3 VDR VPS37C VPS41 GSE3982_DC_VS_TH1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_DC_VS_TH1_DN ABCA2 ABCC2 ABITRAM ADAM19 AGK ANXA3 APOBEC3G ARL4A ASB4 ATAD2 AURKA BACH2 BCL2 BEGAIN BIRC5 BRD7 BUB1 C3orf52 CCL4 CCNB2 CD2 CD244 CDCA4 CENPA CENPF CEP43 CFLAR CHAF1B CHEK1 CHL1 CHN1 CHST11 CLDN1 CMAHP COX10 CPA3 CPSF7 CREM CSF2 CTCF CYLD DLG3 DLGAP2 DLGAP5 DNAH6 DNAJC9 DOLPP1 DRC3 EAF2 EIF4G1 ENY2 EXOSC9 FAM110D FAM117A FAM184A FASN FKBP14 FTSJ1 FUBP1 GABPB1 GAD2 GCH1 GFI1 GINS4 GLO1 H2BC11 HARS1 HAS2 HBEGF HIRIP3 HMGB3 HMMR HNRNPAB HOPX HOXB9 HSPA2 HSPA4L HYI ICOS IFNG IL18R1 IL24 IL2RA IL32 INAVA JAM3 KCNC4 KIF2C KLF6 LAG3 LBH LDB1 LETM1 LRRN3 LSM4 MAGOHB MAP3K7 MAP7D3 MBIP MFSD13A MLLT11 MORC4 MPDU1 MRPL49 MXD1 MYB MYO5C NAMPT NASP NCBP1 NFKBIA NFYC NIP7 NOS2 ORC1 PARP1 PASK PBK PDE4D PELO PERP PGS1 PIK3CD PINLYP PIP5K1A PMAIP1 PMS2P5 POGLUT2 POLD3 POLQ POLR2E PPP1R16B PPRC1 PRMT1 PRMT7 PRODH PRPF19 PTMA PTTG1 PXMP2 QRSL1 R3HCC1L RAB3A RAN RBCK1 RFC1 RNASEH2B RNF144A RPF1 RPIA RPL36AL RRM1 RTL8A SDC4 SECTM1 SEPTIN6 SF3A1 SFXN1 SH2D3C SLC39A14 SLCO1C1 SMYD3 SNRPD3 SP140 SPC25 SQLE SRSF4 STAG3L1 STC2 STIP1 SUPT16H SYNGR3 SYT11 TESC TFDP1 THOC5 THYN1 TNF TNFRSF4 TOX TPD52 TRAC TRMT9B TSPYL2 TWIST1 TXLNA TYMS UBR7 UNC45A VAMP1 VDR WEE1 WNT3 YJU2 YLPM1 YOD1 ZEB1 ZNF142 ZWILCH GSE3982_DC_VS_TH1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_DC_VS_TH1_UP ABHD6 ACOX2 ACVR2A ADA2 ADAP2 ADORA2B ADPGK AKR1A1 AKR1C3 ALCAM ALDH1A1 ANPEP ANXA1 ARHGEF40 ARL15 ARRB1 BCL2L2 BCL6 BLVRA C11orf21 C11orf71 C1QA C1orf115 C1orf54 C5 C5AR1 CAPG CAPN3 CCDC106 CCL17 CCN3 CD1D CD36 CD52 CDC42BPB CES3 CFD CHI3L1 CLCN7 CLEC10A CLIP4 CLN8 CNOT4 CORO2A CR1 CRTAP CRYBG3 CSDE1 CSTB CTNNAL1 CTNS CTSL CTSS CUL4A CUX1 CYB5A CYP27B1 DNASE1L1 DNASE2B DRAM1 DSC2 EPB41L1 EPHX3 FAM114A1 FBXO21 FCER1A FCGR2B FCGR2C FGR FLT1 FPR3 FRAT2 FYCO1 GAS2L1 GAS7 GBX2 GCGR GNAQ GPC1 GPNMB GPT H3C12 HLA-DQB2 HPCAL1 IFFO1 IFNAR2 IGSF6 IL18 INHBB KCNB2 KCNJ1 KYNU LDLRAP1 LILRA2 LINC00667 LMBRD1 LRRC8D LRRFIP2 LYL1 MAOA MCCC2 MERTK METTL1 MKKS MRAS MSTN MVB12B MYOF NAA60 NAGPA NEK9 NFKBIE NHLRC2 NPC2 NPL NPPC PARM1 PARP12 PCK2 PCOLCE2 PDE5A PDE8A PDGFC PEA15 PEPD PGLYRP1 PILRA PKD1L1-AS1 PLAU PLEKHS1 PLXNA1 PLXNB2 PLXND1 PRDX6 PROC PSAP PTGDS PTK2 PZP RASAL2 RENBP RGCC RGS2 RHEB RIOK3 ROBO3 RUFY3 SCARB1 SCARB2 SCPEP1 SEL1L SEPTIN2 SESN1 SH3BGRL SIDT2 SLC15A3 SLC22A4 SLC27A3 SLC6A12 SLC9A6 SMAD6 SMIM7 SNX13 SOCS6 SPI1 SPINT2 SPRED2 SRPK2 STAT6 STEAP3 SV2B SYT17 TACSTD2 TAL1 TBC1D8 TENT5A TET3 TGFA TGFBI THBD TLR2 TMBIM1 TMEM127 TMEM9B TPP1 TRAM1 TRAPPC9 TRDMT1 TREM2 TSG101 TTC13 TTC3 UBAP1 UQCC1 VCL VPS41 VPS8 ZNF155 ZNF804A ZSCAN32 GSE3982_DC_VS_TH2_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_DC_VS_TH2_DN AAMP ADAM22 AGK AHI1 AMIGO2 ANKRD11 APOBEC3G ARHGAP11A ARHGAP35 ARHGAP5 ARHGEF6 ARID5B ASCL3 ASF1B ATAD2 B3GAT3 BACH2 BCL2 BCL2L14 BICRAL BIRC5 CA14 CCL4 CCNA2 CCNB1IP1 CCNB2 CCP110 CD2 CD72 CENPF CENPN CEP131 CHRNB4 CHST2 CNKSR1 COX10 CTCF CXCR6 CYP2C18 DCTN6 DDX18 DIS3 DLG3 DLGAP5 DNAJC9 DOLPP1 DPY19L2P2 DSG2 E4F1 ECI2 EIF4G1 EXOSC9 FAM117A FAM216A FANCI FASLG FTSJ1 GABPB1 GALNT3 GATA3 GINS3 GINS4 GLOD4 GPSM2 GSC2 GUCY1A2 H2BC11 HARS1 HDDC2 HEG1 HIRIP3 HLA-F-AS1 HMMR HNRNPAB HNRNPF HOXB9 HYOU1 ICOS IL13RA2 IL18R1 IL24 ING3 ITGAL KIF15 KIF20A KIF21B KIF2C LAPTM4B LCK MAP3K7 MAP7D3 MARCKSL1 MB MDN1 MICAL2 MIS18BP1 MPHOSPH9 MRPL13 MRPL39 MRPL42 MRPL49 MRPS15 MRPS18C MYB NAB1 NASP NCBP1 NLGN4Y NRN1 NT5E NUP37 OIP5 OR1G1 ORC1 PASK PAXIP1 PCID2 PDCD5 PDE4D PERP PMAIP1 PNP POGLUT2 POLQ PRDX2 PSMA2 PSMC4 PTGS2 PTMA PTTG1 QRSL1 RAB23 RAD51C RAN RBM14 RFC3 RFC4 RHOH RMND1 RPA3 RPIA RPL36AL RPL6 RRM1 RYR2 SEPHS1 SEPTIN8 SERPINE2 SF3A1 SFXN1 SLC35E1 SLC39A14 SLC6A5 SLCO1C1 SNRPD3 SOCS1 SOCS2 SP140 SPC25 SPTBN1 SPTBN2 STAG3L1 STAP1 STC1 STON1 SUPT16H SYNE2 TAGLN2 TESC TFDP1 TFF3 THBS4 TMEM39A TMSB15B TPD52 TPR TRA2A TRAC TRAPPC2 TRIP13 TRMT5 TROAP TSPAN13 TSPYL2 TUBA4A TWIST1 TXNDC15 TYMS UBE2D2 UBR7 USP11 VRTN WWC3 XRCC5 ZDHHC14 ZEB1 ZNF142 ZNF281 ZNF334 GSE3982_DC_VS_TH2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_DC_VS_TH2_UP ABCG2 ACO2 ACOX2 ADCK2 ADM AHCYL2 ALCAM ALOX15 ANPEP ANXA1 ANXA2P1 ARHGAP22 ARMCX1 ASPH ASPHD1 ATP6V1H BASP1 BID BMAL1 BPI BST1 C1orf115 C5AR1 CACNA2D3 CCDC106 CCL22 CD1D CD209 CD33 CD36 CD83 CDKN1A CEACAM5 CHI3L1 CHRNG CHST15 CKMT2 CLCN7 CLEC10A CLEC11A CLEC4A CLN8 COQ10B CPEB1 CPVL CREB5 CRYBG3 CST3 CTSH CTSZ CYP27B1 DAP DCSTAMP DIAPH2 DSC2 DTX4 DUSP22 ECHDC3 ENC1 ENG EPCAM EPS15L1 FA2H FAM13C FAM204A FAR2 FBXO21 FCGR2C FTH1 FTH1P5 FUCA1 FZD5 GASK1B GCGR GPD1 GPER1 GTF2IRD1 GUCA1A GYG1 H2AC6 H2BC21 HECTD3 HFE HK3 HLA-DOB HLA-DQA1 HLA-DQB2 HLA-DRA HSD11B1 IFNAR2 JUP KDM7A KLHL24 LILRA2 LILRA5 LITAF LMO2 LRP10 LRRC8D LYL1 MAN2B1 MAP1LC3B MATK MIR622 MITF MRAS MRC2 MSRB1 MTCL1 MX2 NFKBIE NLRP3 NPPC NQO1 NSF PARM1 PCSK5 PDE8A PDLIM4 PDXDC1 PEPD PGLYRP1 PHF1 PILRA PITPNA PLCG2 PLEKHG3 PLEKHM1 PLXNA1 PLXND1 PPP1R15A PRDX6 PRM1 PSAP PTGS1 PTK2 PTX3 PYGL PZP RAB9A RENBP RESF1 REX1BD RGS14 RGS2 RIOK3 ROBO3 RORC RTN2 SCARB1 SCG3 SEC14L5 SEC23B SEL1L SERPINA1 SESN1 SETD3 SLAMF8 SLC15A3 SLC22A5 SLC2A9 SLC31A2 SLC48A1 SLC7A7 SLC9A6 SLCO3A1 SMAD6 SNX13 SOCS6 SORT1 SPARC SST SSX7 TACSTD2 TAL1 TGFBI TH THBD TLE1 TLR2 TMBIM1 TMCC1 TMEM87A TNFRSF21 TNS1 TPP1 TRAF3 TRIO TSC22D1 UBAP1 UBTD1 ULK2 VCL WDR37 ZKSCAN1 ZNF223 ZNF358 ZNF623 ZNF750 ZNF768 GSE3982_EFF_MEMORY_CD4_TCELL_VS_NKCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_EFF_MEMORY_CD4_TCELL_VS_NKCELL_DN ADAMTS5 ADM AFDN-DT ANXA2P1 AOAH ARAP1 ARRB1 ASCC1 ASTN1 ATG101 BAALC-AS1 BCAS1 BCAS4 BLCAP BSCL2 C5AR1 CAT CBS CCNJL CCR1 CD160 CD180 CD300A CD302 CD38 CDIP1 CEBPA CEBPD CERS6 CFD CHRNA2 CHTOP CLEC1A COQ2 CR2 CRP CTSF CTSW CYRIA DAGLA DCAF11 DCC DMAC2 ELMO1 ELMO2 EPB41L3 EPHX1 FAM193A FBXO2 FBXO41 FCGR3B FDPS FEN1 FGL2 FRAT2 FRMD4A GAS2L1 GCA GH2 GNLY GRIN2D GSC2 H1-0 HCK HK3 HMOX1 IFI30 IFNAR1 IMPACT IRF7 IRF9 IRS1 ITCH JAKMIP2 JUN KIAA0930 KIFAP3 KIR3DL3 KLRF1 LAPTM4B LAT2 LILRA1 LMO2 LRRC41 LUZP4 LYL1 LYN MAB21L2 MAGEA5P MAPKAPK3 MARCKSL1 MEA1 MEGF9 MICALL1 MKRN1 MNAT1 MRPL13 MRPL15 MRPL33 MTTP MYH11 MYO1A MYO1E NAT8 NCAM1 NCR3 NDUFC2 NELL1 NES NFIC NFKBIL1 NLRX1 NUDT11 NUMA1 ODAD2 PCDHB3 PDE6G PDK3 PECAM1 PIGO PIK3CG PISD PLCG2 PLEKHF1 PMP2 PPIP5K1 PRDM13 PTK2B RAB27B RAB7A RBP1 REXO4 RFTN1 RGS19 RGS3 RGS9 RHBDF2 RNASE3 RPRD2 RPS27L RSAD1 RTP4 RUNX1T1 S100B SCN2A SECTM1 SEMA6A SERPINA1 SGPP1 SIGLEC5 SIGLEC9 SLC10A1 SLC17A9 SLC39A2 SOCS3 SOHLH2 SPART SUOX SYK TBC1D10B TBL1X TBL3 TCEA2 TENM1 TEX261 TMEM94 TNS3 TPD52L1 TPI1 TRIM32 TRIO TSPOAP1 TST TUB TUBG1 TULP4 TXK TYK2 TYROBP U2AF2 UBAC1 UBIAD1 UCKL1 USB1 USP22 UTP11 VIPAS39 VNN2 VPS26C WASF2 XBP1 YIPF3 YPEL1 ZBTB10 ZNF106 ZNF200 ZNF410 ZNF442 GSE3982_EFF_MEMORY_CD4_TCELL_VS_NKCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_EFF_MEMORY_CD4_TCELL_VS_NKCELL_UP ACTL8 ADRA1D AGTR2 AMMECR1 AMN ANXA2P2 AQP3 ARL4A ARMC1 ASAP1 ASXL1 ATXN1 B2M B9D2 BAG3 BBS9 BCL11B BHLHE41 BSN C3orf36 CA6 CALM1 CAMTA1 CASP6 CASQ1 CBFA2T2 CCL2 CCNT1 CCR9 CD2 CD40LG CD6 CDX2 CELA2B CERK CIDEA CIRBP CISH CLIC5 CLUAP1 COX7C CR1 CREB3L1 CTDSP2 DAP3 DIP2C DLGAP5 DNAJA2 DSG2 EBF2 EEF1A1 EEF1B2 EFNA1 EIF2B5 EIF4A3 EML1 EML4 EPB42 EPHA2 ESRP2 EZR F8 FAM171A1 FARS2 FBXO22 FICD FKRP FOLH1B GIMAP4 GIPC2 GPR183 GPR20 H2AC17 H2BC5 H4C7 HABP4 HAUS6 HAVCR1 HES2 HLA-A HLA-B HMGA2 HMX1 HNRNPA1 HOXA11 HS3ST1 HSPB2 ICOS IL11RA IL26 IL3 IL36G IMPG2 INHBA ITGA3 KCNB1 KCNC4 KCNV1 KDM3B KIF1C KIF5C KLF8 KMT2D KPNA5 KRTAP2-4 LARP1 LDHB LGI2 LRRC2 LTB MAGEA8 MALT1 MAP3K14 MAST4 MCL1 MT4 MTHFD1 MYCN MYLIP MYO3A NDUFAF5 NEK11 NOL3 NRAP NSUN5 OAZ3 OGN OR3A3 PABPC3 PAPPA PARD6A PBXIP1 PCYOX1L PEBP1 PHACTR2 PKP4 PLA2G3 PLEKHB1 POU3F4 PPM1H PRSS1 PSG1 PTEN PTPRK PURG RBMS3 RCAN3 RPL14 RPL23A RPL27 RPL3 RPL37A RPL39 RPL4 RPL7A RPL9 RRAGC SCN8A SEL1L3 SGSM2 SH2D3A SLAMF1 SLC37A4 SMAD3 SMR3B SPINT3 SQOR ST8SIA5 STN1 STUM SV2A TAF5L TAS2R14 TAS2R3 TCTN3 THY1 TNC TNP2 TPPP TPSD1 TPT1 TRIP13 TRMT61A TRMU TRPC7 TWNK UBASH3A UBE2G2 UGP2 USP6NL WNT7A YARS2 YIPF6 ZC2HC1A ZCWPW1 ZDHHC11 ZNF606 ZNF862 GSE3982_EFF_MEMORY_CD4_TCELL_VS_TH1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_EFF_MEMORY_CD4_TCELL_VS_TH1_DN ACACA AKR1B1 ALG5 APIP APOD ARF3 ASIC3 ASNSD1 ATP5MC1 BAG2 BLM BMP2K BRCA1 BTBD3 C21orf91 C3orf52 C9orf40 CALML4 CCR1 CD200 CD8B CDC25C CDC27 CDCA4 CEBPA CEBPG CENPA CERS4 CHST11 CKS1B CKS2 CLNS1A COQ2 CREM CSE1L CSF2 CSNK2B CTNNA1 CYC1 DCAF7 DIXDC1 DSG2 E2F6 EED EFCAB11 EHD4 EIF3I EIF4A3 EIF5B EMC1 ENPP2 EPAS1 ETFA EXOSC9 FAH FAM200C FBXO5 FES FLOT1 FN1 GGH GLA GLRX2 GLUD1 GPI GPN3 GUCY1B1 H1-0 H2AZ1 H2BC11 HBEGF HNRNPM HPGD HSD17B12 IDH3A IL10 IL2RA INVS JPT1 KDELR2 KIF23 KIF4A KIFBP LAG3 LMAN1 LRRN3 LSM4 LTBR MAPKAPK3 MARCHF5 MCM5 MCTP2 METTL13 MFAP1 MID1IP1 MKLN1 MRPL12 MRPL40 MTCH2 MYG1 MYH10 MYH6 NAA35 NCAPG2 NDUFA4 NDUFA6 NDUFAF1 NDUFS1 NDUFV2 NFIC NFKBIE NGDN NME7 NOL12 NSFL1C NSMCE4A NTHL1 NUSAP1 OAS3 ORC6 OXCT1 PA2G4 PAICS PCNX4 PCTP PDK3 PDSS1 PEX3 PFDN4 PHGDH PHLDA2 PIK3C3 PINLYP PLSCR1 PMAIP1 POLB POLR2F POLR3K PPP1R2 PRDX3 PRMT5 PRMT7 PRR11 PSENEN PSMB5 PSMD1 PSMD13 PSMD3 PSMD6 PTBP3 PTEN PYCR1 QPRT RAB11FIP1 RNASEH2A RPS27L RRM1 RRM2 RRP7A SCCPDH SCN3A SDC4 SDHB SDHC SERPINB1 SLA SLC39A8 SLC39A9 SLC7A5 SLCO4A1 SMCO4 SMS SPAG5 SPP1 STEAP1 STIL STK3 SUOX TAP1 TBL3 TFDP1 TIGAR TIMELESS TIPIN TNF TOR3A TPX2 TRAPPC3 TRIM21 TRIM26 TRIM58 TUBB TUBB3 TUBB6 TWSG1 TYMS UBE2I UTP11 ZBED2 GSE3982_EFF_MEMORY_CD4_TCELL_VS_TH1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_EFF_MEMORY_CD4_TCELL_VS_TH1_UP ACSS3 ADA2 ADAMTS8 AK1 AKAP8 AKR1C1 AKT3 ALAS2 ALDH7A1 AMPD2 ANKS1B ANXA1 AOAH APBB3 APOBR ARHGAP45 ARID4A ARMCX5 BACH2 BGN BHLHE41 BIN1 BTG1 BTN2A1 C11orf21 C11orf71 C1QTNF3 CAMK4 CAND2 CAPRIN2 CASP1 CBX2 CCNJL CD164 CD44 CD52 CDC42BPB CDH10 CDH4 CEP162 CFTR CNR2 COL5A3 CPQ CSRP3 CYB5R1 DBP DCAF8 DCLK1 DGKD DLK2 DLX4 DMWD DOP1A DPYD EEF1D ELAC1 ENTR1 EPHX3 EPPIN F8 FAM8A1 FBXO21 FBXO40 FLNB FLRT1 FOXO3 GAD2 GHSR GMEB2 GNAQ GOLGA8A GPR17 GPR183 H3C12 HECA HNRNPA3 HS3ST2 HSD17B11 IFT122 IL25 IL6R INHBA IRAK4 IRX4 ISL1 ITIH4 KBTBD2 KCNN3 KIF5A L1CAM LAMA4 LCT LHB LHPP LPGAT1 LPIN1 LUC7L3 LUZP1 LY75 MAGEA4 MARCHF8 MLLT3 MORC4 MPHOSPH9 MTMR1 MYF5 MYO16 MYO5C N4BP2L1 NCK2 NDRG2 NHLH2 NOTCH4 NPIPB15 NUPR1 OR1D2 OR1F2P OR2B6 OSBPL7 PABPC3 PARM1 PARP12 PBXIP1 PCSK7 PDCD4 PDE10A PDLIM2 PEPD PEX7 PLAC8 PLXNC1 PLXND1 PPM1F PPP1R12B PRKACB PRMT2 QSER1 RALGPS1 RBM3 RBMS3 REG1B RPL23AP32 RPS17P5 RPS6KA6 RUFY1 S100A14 SCGB1D2 SCN8A SCRG1 SCYL3 SETD2 SHBG SIRT3 SLC30A3 SLC34A1 SLC35C1 SLC35E2B SLC6A4 SLCO5A1 SLN SMIM7 SNCG SNTB1 SOX13 SPACA9 SPDEF SPTLC3 SRCAP ST8SIA1 SULF1 TASOR TCF20 TDRD3 TDRKH TGFB2 TPT1P8 TREH TRIM44 TSNAXIP1 TTC19 TTC30A UBE2D4 UIMC1 ULK4 VPS28 VPS52 XKR8 ZBTB18 ZFP36L2 ZNF202 ZNF211 ZNF266 ZNF337 ZNF446 ZNF532 ZNF862 ZSCAN26 GSE3982_EFF_MEMORY_CD4_TCELL_VS_TH2_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_EFF_MEMORY_CD4_TCELL_VS_TH2_DN AAMP ACOT7 ACSL1 ACY1 ADIPOR1 ADM AGK ALDH3A2 ASNSD1 ATG101 BAG2 BCAR3 BDH1 BLM BORA BRD4 C1QBP CAB39 CAPRIN1 CCL1 CCNA2 CD200 CD226 CDC25C CDC27 CDC42BPA CDK1 CDKN3 CENPA CERS4 CKS1B CKS2 CLIC4 CLNS1A COL6A3 CSE1L CTPS1 CYC1 DAPK1 DBI DCTN6 DCTPP1 DDX18 ECHS1 EFCAB11 EFR3B EGR1 EHHADH ELAVL1 ENO1 ETFA ETHE1 FADS1 FH FILIP1L FKBP1A FRMD4B FUT8 GABPB1 GGH GINS2 GLRX2 GMDS GNA15 GOLT1B GSPT2 GTF3C5 H1-0 H2AZ1 H2BC9 HBEGF HIRA HNRNPM HSD17B12 INVS ITGAE KDELR2 KIF14 KIF15 KIF20B KIF23 LAMTOR2 LAMTOR3 LAP3 LRRC41 LSM4 LUC7L2 MAIP1 MARCKSL1 MCM5 MCTS1 MED20 MED21 METTL13 MICAL2 MPST MRPL11 MRPL12 MRPL3 MRPL40 MRPS33 MTFR1 MYB MYH1 MYH10 MYH6 NCAPG2 NCBP1 NDUFA4 NDUFA6 NDUFC1 NDUFS4 NFE2L3 NFU1 NME7 NRBF2 NUP133 NUP37 OARD1 OIP5 ORC6 PA2G4 PCTP PDIA4 PEX3 PFDN4 PHYH PIP5K1B PLA2G4A PLAGL1 PLK1 POLD1 POLR1G PPIF PPP1R2 PRDM10 PRDX3 PRIM1 PRMT7 PRPS2 PSMA2 PSMB5 PSMD11 PTGS2 RAB11FIP1 RAB33A RAD54L RAN RASIP1 RBM14 RIBC2 RNASEH2A RPL26L1 RRM1 RRM2 RRP7A RTCB RYBP SDC4 SDHB SEC23B SEH1L SFPQ SGCG SLC2A3 SLC39A14 SLC7A5 SNRPE SOD1 SPDL1 STAP1 STIMATE TACC3 TAF10 TBL1X TDP1 TFB2M THRAP3 TIGAR TIMELESS TIMM8B TIPIN TKT TMEM214 TOP2A TP53 TRMT112 TRMT1L TTC26 TUBB TUBB6 TXNRD1 TYMS U2AF2 UNG UQCRFS1 USP22 VBP1 WBP4 ZNF410 GSE3982_EFF_MEMORY_CD4_TCELL_VS_TH2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_EFF_MEMORY_CD4_TCELL_VS_TH2_UP ACSS3 ACTN2 ADAMTS8 ADCK2 AGPAT4 AHCYL2 AK1 AKAP9 AKR1C3 ALOX15B ALX1 ANGEL1 ANKRD34C ANO3 ANXA1 AP5Z1 APLP1 AQP1 AQP3 ARAP2 ARHGAP45 ASB8 AXIN1 BDKRB1 BIN1 BTG1 BTN2A1 CACNA1H CCPG1 CD300A CD44 CEP68 CHCHD7 CLIC5 CNIH3 CNTNAP1 COL13A1 COL4A3 CORO2A CROCCP2 CYB5R1 CYP1A1 CYP4F11 DAO DCLK1 DDHD2 DEFB126 DIO3 DOCK4 DOCK6 E2F5 ECE1 EEF1D ELF3 ENPP4 ENTPD4 ENTR1 EPHA2 EZH1 F8 FAM204A FAM30A FBP1 FCGBP FKRP FZD8 GABRP GAGE1 GARNL3 GCGR GDPD5 GHSR GIGYF2 GIN1 GPATCH8 GPR17 GRPR GUCA2A GUCY1B2 HERC1 HEXA HLA-DRB1 HNF4G HSPA1L IAPP IL11RA IL19 INAVA IRF9 ITGA10 ITGB4 ITIH4 KBTBD2 KDM7A KIF5C KLRF1 KRT20 L1CAM LCOR LGALS8 LILRA1 LINC00623 LONP2 LPIN1 LPIN2 LUZP1 MACF1 MAGEA4 MALT1 MAPKAPK5 MARCO MAST4 MBD1 MFAP5 MGAT3 MKRN1 MMP2 MSL3 MST1L MTO1 MYO1B MYO6 NAV3 NPRL2 NR1D2 NRG2 OR10C1 OR3A1 PAN2 PAPOLG PBXIP1 PCDHB13 PCSK7 PDE10A PEX5L PHF24 PI3 PLEKHH3 PLXDC1 PLXND1 PMEL POLR1D POMZP3 PPFIBP2 PROCR PRRC2B PSME4 PSORS1C2 PTPRU QSER1 R3HDM2 RAB27B RALGPS1 RASGRP1 RCBTB2 RNF44 RPS10P5 SAP30L-AS1 SCAPER SCGB1D2 SCN2B SECISBP2 SEZ6L SGSM2 SHBG SLC10A3 SLC16A5 SLC30A3 SLC6A2 SON SP100 SPDEF SRSF5 STEAP1 STOM STOML1 TAF4 TBX1 TCEAL9 TCF20 TLX2 TMEM50A TRPM8 TSC22D3 UBE3A UBOX5 ULK4 UVRAG XKR8 ZAP70 ZBTB25 ZIC1 ZNF335 ZNF337 ZNF480 ZNF532 ZNF556 ZNF721 ZSCAN26 GSE3982_EFF_MEMORY_VS_CENT_MEMORY_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_EFF_MEMORY_VS_CENT_MEMORY_CD4_TCELL_DN ABCC1 ACOXL ACSL6 ADAM9 ADD1 AIF1 AKAP13 AKR1C2 ANGPT2 ANKRD2 ANKZF1 AP1M2 APBA2 APP AREG ARMC1 ASNS ASTN1 ATM ATP1A1 BACH2 BCAS4 BCL9 BLCAP BSCL2 BTRC C14orf132 C1S CAND2 CASC3 CBFA2T2 CCDC170 CCL27 CCR7 CDC40 CEP135 CEP170 CERS6 CHTOP CLMN CPLX2 CRTAP CSNK1E DAGLA DENND2B DENND2D DESI1 DGKQ DIAPH3 DIXDC1 DPH2 DVL1 E2F6 ECE1 ECHDC1 EHHADH EIF2B5 ENGASE EPB41L2 EPHA1 ERICH1 FABP1 FAM120C FAM171A1 FBRS FBXO41 FBXW4P1 FCHSD2 FGFBP1 FMO1 GALR3 GPA33 GPR153 GSTM1 GSTM3 H3C10 HAX1 HDHD5 HMGCS1 HRC ICAM5 IGLL3P IL6R IL6ST IMPACT IPCEF1 IQCC IRAK4 ITGA2 JRKL KCNQ1 KCNV1 KIF18A KIR2DL2 KLF7 KLF9 KLHL1 KLHL41 KRT14 LDLRAD4 LDLRAP1 LGALS13 LINC00667 LMO3 LMX1B LPAR2 LPCAT4 LRRN3 LUZP4 MALL MAP4K2 MAU2 MEOX2 MKRN1 MNAT1 MSH2 MUC2 MX2 MYO5C NACA4P NES NET1 NFKBIL1 NLGN4X NUFIP1 OBI1 OR10H2 OSGEP OTULINL P2RX2 PABPC3 PEG10 PFN2 PHACTR2 PHF10 PLCL1 PLEKHA5 PMP2 PMS2P5 POLI POLRMT POU6F1 PPP6R1 PRPF19 PRR14 RAP1GAP RHOH RUFY3 SARAF SBNO2 SCML1 SDAD1 SECISBP2 SELL SEMA6A SEPTIN10 SEPTIN7P11 SERPINA2 SERPINA6 SH3BGR SH3BP4 SINHCAF SLC9A5 SMARCD3 SMPX SOD3 SORL1 SPATA6L STK38L TCEA2 TENM1 TLL2 TNFRSF4 TNS1 TRAF5 TRAK1 TRBV10-2 TRIM46 TUFT1 TXK TYRO3 UBIAD1 UGP2 UGT8 UROS USP15 VNN2 VTCN1 YIPF6 YLPM1 ZCWPW1 ZNF117 ZNF137P ZNF16 ZNF442 ZNF571 ZNF862 ZSCAN18 GSE3982_EFF_MEMORY_VS_CENT_MEMORY_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_EFF_MEMORY_VS_CENT_MEMORY_CD4_TCELL_UP ABCA3 ACADVL ACTR3 ADA ADAMTS1 ADGRV1 AGBL3 AGFG2 AGPAT4 AMN ANXA2 ANXA2P2 AOAH APOBEC3G ARHGAP25 ARPC5L AZI2 B9D2 BDKRB2 BEAN1 BHMT2 BLTP1 CABP5 CACNA1E CALM1 CALML5 CAMKV CAPNS1 CCDC70 CCDC85B CCL22 CCN1 CCND1 CD300A CD8B CDIP1 CH25H CHD9 CHKA CLCA4 CLIC1 CLTC COLEC12 CREB3 CRLF1 CRY2 CSTF2 CX3CR1 DACT1 DAPK2 DERL1 DGLUCY DIAPH1 DLX5 DNAAF1 DOC2B DOCK6 E2F8 EIF3I ELAPOR1 ELOVL6 ENPP4 ERMP1 ERN2 EXTL2 FBXO40 FGR FOXA1 FZR1 G0S2 GAPDH GAS7 GFI1 GFM1 GLS2 GNLY GPD1L GPER1 GZMA GZMH GZMK H2BC10 H4C7 HLA-DPB1 HOPX HPS1 HYOU1 IFNA21 IFNA6 IFT52 IL12RB2 IL4 IMP3 ISL1 ITGAM ITGB2 JAKMIP2 KEAP1 KLF8 KLHL4 KLRB1 LBHD1 LCN2 LDLR LPXN LUZP1 MAOB MAP2K6 MATK MCM2 METTL25B MIR22HG MRFAP1L1 MRM3 MSH6 MT4 MYH4 MYT1L NECTIN3 NEU2 NHLRC2 NKG7 NLE1 NR2F2 NRP2 NT5C ORMDL2 PARP8 PCOLCE PCSK1N PHACTR4 PHYH PIGZ PITPNA PKP4 PLA2G15 PLA2G4C PLAAT4 PLCB3 PLXND1 PPIA PTGES2 PTTG2 RAP1GAP2 RASL10A RASSF1 RBMS3 RFX2 RIMBP2 RMDN3 RNLS RSU1 RUNX3 S100A4 SBSPON SDF2L1 SIGLEC8 SLC25A42 SNAP91 SP3P SPATA7 SPINT3 SPON2 SPRED2 SRBD1 SRF ST8SIA3 STIL STX4 SUCLA2 SUSD6 SYNE2 SZT2 TARP TBC1D31 TBX4 TCTN3 TFF3 THOC5 TMX4 TNC TNFRSF1B TOP3B TRAPPC14 TRHDE TRPM2 TUBA1C TUBB3 TULP2 UBB UFD1 VCL WARS2 WEE1 ZDHHC14 ZNF74 GSE3982_EOSINOPHIL_VS_BASOPHIL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_EOSINOPHIL_VS_BASOPHIL_DN AAMDC ABCC5 ACOX1 ADD3 AGPAT5 AKR1C3 ALG6 ANXA2P2 APIP APOBEC3A APOL1 ATP5ME AVIL CANX CAPRIN1 CASK CASP8AP2 CBFB CD1C CD3G CENPU CEP63 CHN2 CLSTN1 CMAS CNPY2 COPS6 COPZ1 COX11 COX6B1 COX6C COX7C CRTC3 CTCF CTNNA1 CZIB DAP3 DCAF1 DNAJC10 DPAGT1 DPY19L1 DPYD DTWD1 EFNA3 EIF3D EIF3E ELAC2 EMC2 ENOPH1 EPAS1 ERG28 ERI2 ESYT1 EXT1 FAM30A FBLN5 FCER1G FKBP3 FLI1 FTO FUT8 GATD3 GBAP1 GGNBP2 GIMAP6 GNL3LP1 GRB10 GSE1 HADHB HCP5 HNMT HOXB8 HPGD IARS2 IK ILRUN ING1 INTS12 INTS8 JAK1 KANSL1L KDM7A KIDINS220 KLRD1 LAT2 LCMT1 LTA4H MAP2K4 MAP4K4 MEAF6 METTL3 MIA MILR1 MMD MRPL3 MRPL34 MRPL35 MSMO1 MTARC1 NAA38 NCOR1 NDRG1 NF1 NIPSNAP1 NKX6-1 NRDC NSA2 OPTN OR2F1 PALLD PBX1 PCF11 PDE6G PDGFC PEF1 PEX1 PEX3 PIBF1 PIKFYVE PJA1 PKD2 PLAAT3 PLAAT4 PMM2 POLR1D PPIA PPP2R5A PRDX1 PRKACB PRKCQ PSMD1 R3HDM2 RALGAPA1 RIGI RNF139 RNF38 RPL13 RPL13A RPL26 RPL34 RPL36 RPL37 RPN2 RPS16 RPS27L RPS4X RPS6 RRS1 RWDD1 SAP30L SEMA3C SEMA4C SFXN3 SGPP1 SKAP1 SLC4A2 SLTM SMARCC1 SMC4 SMYD3 SPTBN1 SPTLC2 SQOR SRI SRP54 SSX2IP STK38 STK39 STOML2 SUCLG2 SYCP2 TAC1 TAF1B TARDBP TARP TASOR TESPA1 TMSB10 TPST1 TRAM1 TREM2 TRIP4 TRPC4 TUBB4B UBE4B UNC45A UPF3A UQCC1 VAV2 VPS13B VRK1 WDR11 XBP1 XPO7 ZFYVE16 ZMYND8 ZNF22 ZNF395 ZNF706 GSE3982_EOSINOPHIL_VS_BASOPHIL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_EOSINOPHIL_VS_BASOPHIL_UP ACOT8 ACP3 ADCYAP1 AGPAT2 ALCAM ANKRD36B ANKRD46 ARC ARHGEF40 ASAH1 ASH1L ATF1 ATP10B B4GALT5 BAMBI BCAS4 BCKDHA BCL3 BFAR BTNL3 C1orf159 CACNA1F CADPS CAMK2B CASQ1 CAVIN3 CBX2 CCDC9 CCN3 CCNT2 CD1E CD80 CDC37 CDH15 CDH20 CELF1 CISD1 CLEC4E CNNM1 COL11A1 CPA4 CPLANE2 CSF3R CSGALNACT2 CTNNAL1 CTSS CYBA CYBB DACH1 DCAF15 DCLRE1C DDX31 DOCK4 EFNB2 EIF3J EIF4EBP1 ELOA2 EML3 EVI2A EXT2 FAM131A FAM13B FAM184A FCGR1A FGFR1 FLAD1 FMR1 FNDC3B FOXRED2 FRAT1 GAA GABRP GALC GALNT3 GCNT1 GFOD1 GLUL GMIP GPN3 GPR27 HMX1 HTR2A HUNK HYMAI ILKAP INPP5B ITIH4 JAG1 JOSD1 KCTD5 KIR2DL1 KL KLK6 KRT23 LGALS4 LGR4 LILRA6 LIMK2 LIPA LRRC8E LRRFIP1 LST1 LYPLA2P1 MARCHF3 MBP MCF2L MFSD5 MGLL MLF1 MPO MVK MYO1C MYO5A NEU3 NR1H2 NTAN1 NUDCD3 NUP133 OGDH P2RY13 P4HA2 PCTP PER2 PFN2 PHACTR1 PHACTR4 PI4K2A PLA2G2F PLA2G5 PLCH2 PLEKHG6 PLEKHJ1 PLPP3 PLXNC1 PPP1CB PRRG1 PSD4 QPRT RAB33A RABGGTB RANBP2 RBBP8 RERGL RGS1 RGS14 ROM1 RRP12 RRP7A S100A8 S100A9 SBNO1 SH2B1 SIRPA SLC11A1 SLC5A7 SLC7A11 SNN SNRNP25 SORD SPRY4 SSPN SSX7 STUM STXBP2 SULT1E1 SYNE1 SYTL2 TBX6 TCF25 TEX13A TFEB THBS4 THOC1 TIPARP TMEM156 TMEM8B TNFRSF10C TP73-AS1 TRIB1 TRIM13 TTPAL TUB TXNRD1 TYROBP UBXN6 UGT8 URB2 USP11 VASP WDTC1 ZFPM2 ZNF14 ZNF141 ZNF587 ZNF721 ZNF75D GSE3982_EOSINOPHIL_VS_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_EOSINOPHIL_VS_BCELL_DN ABCD4 ABCF2 ACAD10 ACTL6A AGK AGPAT5 AKR1B1 AKR7A2 ANXA2P2 AP3D1 APOLD1 ASNS ATP5F1C ATP5IF1 ATP6V1G1 ATRN AUTS2 B3GNT2 BAZ1B BHLHE41 BLMH CAD CAPN2 CASP7 CBX5 CCHCR1 CCNE1 CD72 CLIC4 CNPY2 COX7A2L CRIP1 CSH2 CTCF CTNNA1 CTNNA2 DAP3 DHFR DHX57 DHX58 DNAJC15 DNAJC16 DNMBP DNMT1 DPAGT1 DUSP14 DUSP22 DUSP7 E2F8 EEF1G EIF2S1 EIF3M ETFB FAM3C FANCG FAT2 FBL FDX1 FHIP2B FHL1 FN3KRP FOXK2 FTO GATB GBAP1 GLDC GOLGA3 GORASP2 HLA-DOB HLA-DPA1 HLA-DRB6 HOPX HTRA2 IFI16 IGHM IGHV5-78 IGKC IGLL3P IL15RA IL27RA ING1 INSL3 IRF4 JADE2 JMJD4 KCNA3 KCNH4 KDM1A KDM7A KLHDC4 KPNA2 LARS2 LAT2 LAX1 LBH MAB21L1 MANF MAP2K6 MAP3K9 MAPKBP1 MAT2B MCM3 MCUR1 MMS19 MPV17 MRPL35 MRPS30 MRPS33 MTSS1 MTX1 MYBBP1A MZB1 NAA40 NDUFA7 NDUFA8 NDUFAB1 NDUFB2 NGDN NIPSNAP1 NT5E NUP133 NUP205 NVL OR7E47P OSBPL3 PARN PCBP3 PEPD PERP PEX19 PFAS PGRMC2 PHKB PLCH2 PMS2P1 PMVK PNP PPM1E PRKRA PRMT5 PRPSAP2 PRRC2B PSME1 PWP1 RABGAP1 RACGAP1 REEP5 RERE RPL37 RPL4 RPL7 RPL7A RPS16 RPS21 RPS4X RPS5 RPS6 RRM1 RRN3 RRS1 RUBCN RUBCNL RUFY1 RXYLT1 SAMM50 SCRN1 SERPINB9 SHMT2 SKIC8 SLC35E2B SLC38A10 SMARCA4 SPINK2 SREBF2 STOML2 SUCLG2 SYBU TBC1D5 TCF3 TCFL5 TCL1A TMEM268 TMEM70 TOP2A TRADD TRAF3IP2 TRIT1 UMPS USP10 UTP18 UTP3 VILL WDR11 ZDHHC14 ZNF32 ZNF444 ZNF473 ZNHIT2 GSE3982_EOSINOPHIL_VS_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_EOSINOPHIL_VS_BCELL_UP ACACB ACSBG1 ACSM3 ADAM11 ADAMTSL3 ADAMTSL4 ADGRE5 ADIPOR2 ADORA2B AGR2 ALOX15 ALOXE3 AMPD3 ANXA1 AOAH APCS APOBEC3A AR ARRB1 ATP12A AVPR1A B3GALT2 BMP3 C1S CA4 CACNA1F CACNA1G CACNB2 CAMK1D CCL23 CCN3 CCNA1 CD244 CD302 CDA CDHR5 CHMP3 CHRD CHRDL1 CHRM3 CHST8 CKLF CNR2 COL11A1 COPZ2 COQ2 CREG1 CRY1 CUX2 CXCL1 CYSLTR1 DAPK2 DCBLD2 DELEC1 DENND1A DENND1B DMC1 DOK2 DSC3 DUSP1 EFNB2 EGLN3 EML4 EPM2AIP1 F11R FBXL5 FGD2 FHL3 FOXN2 FPR1 FRAS1 FTH1 FUCA1 FUS G3BP2 GCNT2 GLTP GPD2 GPR35 GRB10 GRIA2 GRIK5 GSTM4 GSTT2 H2BC21 H2BC7 H3C12 H3C7 HCK HIPK1 HK3 HOXD10 HRH4 HSPA1L ICOS ID2B IFITM1 IL5 INPP5A INSR ITIH4 ITPRID2 JAG1 JARID2 KCNMB1 KLF5 KLHL25 KLK14 LAMP2 LAPTM4A LGALS4 LGALSL LIMK2 LRP6 MANSC1 MAP2K7 MCOLN1 MCOLN3 MKRN1 MMP15 MMP25 MPHOSPH8 MPO MPP1 MRFAP1L1 MTMR3 MUC5AC NAA60 NEUROD6 NHLH2 NLRX1 NOTCH1 NOTCH2 NR4A2 NRXN1 NXN PAPOLB PARD3 PDE4A PDE4C PDZD7 PHOX2A PIK3CB PITPNM3 PKNOX2 PLSCR2 PODNL1 POLB POMZP3 PPP1R15A PSG3 PSTPIP2 PTAFR PTEN PTGER2 PTGER3 PTGES REG1A RHOB RRAD RRAGD SDCBP SEC14L1 SEC14L2 SERINC1 SLA SLC1A6 SLC22A4 SLC27A6 SLC36A1 SLC6A6 SMAD5 SMAD7 SMR3A SPINK1 STAB1 SYNE1 TBXAS1 TFDP2 TGFBR2 THEMIS2 TLL1 TLR4 TMEM212 TNFRSF1A TNFRSF1B TNFRSF9 TPSG1 TRIB1 TRPC6 TRPV4 UBB ULK1 WIF1 WIPI1 ZBTB18 ZMIZ1 ZNF200 ZNF669 GSE3982_EOSINOPHIL_VS_CENT_MEMORY_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_EOSINOPHIL_VS_CENT_MEMORY_CD4_TCELL_DN ABCA3 ABCD4 ABL1 ADD3 AGPAT5 ANXA6 APBB1 ATP6V1A BLMH BOK C12orf4 CAMTA1 CAND1 CAPN2 CAPNS1 CARF CASK CASP8AP2 CAST CBLB CBLN1 CBX5 CCDC25 CCHCR1 CD28 CD320 CD38 CD99 CETP CHN1 CIZ1 CLUAP1 CMTR1 COPS6 COPS7B COPZ1 COQ3 CORO1B COX16 COX4I1 CRYBA4 CTSH CUL1 CUL2 CUL4A CYB561 DAP3 DDX11 DDX18 DEK DHRS3 DLG3 DOCK9 DPAGT1 DPP4 DPY19L2P2 DUSP8 DZIP3 EEF1G EHD3 EIF2B5 EIF2D ERBB2 F8 FHIP2B FOLR2 FXR1 GARRE1 GEMIN8 GFUS GIMAP6 GPA33 GRSF1 HABP4 HIGD2A HJURP HOXB8 HSP90AA1 HSPA8 HSPB1 IARS2 IGHV5-78 IL10RA IL17A IL27RA IL6ST INTS8 INVS IRF4 ITGB1 ITIH1 ITPR3 KCNH6 KLHL23 KPNA6 LCK LDLRAD4 LIMA1 LRRC8D LTBP3 LZTFL1 MALT1 MANEA MAP3K4 MCM3 MICALL1 MRPL24 MRPL3 MRPL34 MRPL39 MRPS33 MSMO1 MTO1 MYOC NACC2 NAP1L4 NELFA NFYB NIPSNAP1 NOC3L NOSIP NR2E1 NSUN5 NUDT1 PAM PASK PEA15 PELP1 PERP PFAS PHB1 PIK3C2B PKD1P1 PLEKHO1 PNP POLI PPRC1 PRKD3 PRPF38B PUS7 PWP1 RAB40A RABGAP1 RACK1 RAD17 RMND1 RPL13A RPL22 RPL26 RPL36 RPL7 RPS16 RPS17 RPS21 SDC4 SEMA4C SEPTIN10 SESN1 SIDT1 SKIC3 SP3P STEAP1 SULT1B1 SYN3 TARP TCF12 TCOF1 TFG THAP12 TMEM134 TMEM204 TMEM62 TMEM63A TMEM80 TMSB10 TNFSF11 TOP2A TP73-AS1 TRAM1 TRIAP1 TRIB2 TRIM14 TRIM46 TTK TXN2 UBE3C UBE4B UMPS UQCRC2 URI1 USP21 VILL ZBED5 ZMYND8 ZNF318 ZNF32 ZNF544 ZNF80 GSE3982_EOSINOPHIL_VS_CENT_MEMORY_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_EOSINOPHIL_VS_CENT_MEMORY_CD4_TCELL_UP ACP3 ACSL1 ACSL4 ACTN1 ADAM8 ADGRE2 ADIPOR2 ALDOA ALOX15 ANKRD6 ANPEP AOAH APLP2 AREG ARHGAP26 ARHGEF40 ASAH1 ASMTL ATP6V0D1 ATP6V1B2 BCL2A1 BCL6 C3AR1 CBX2 CCL23 CCNH CD244 CD55 CDA CEMIP2 CENPU CFAP46 CHI3L1 CHIA CHP1 CHST15 CHSY1 CKAP4 CLK4 CMTM6 COPB2 COQ2 CPSF6 CREG1 CRNKL1 CTNNAL1 CYBB DDR1-DT DERL1 DSC2 EBP EHD1 ELOB EPN2 ERLIN1 ERLIN2 ERP44 EVI2B EYA1 FAM32A FCGR2C FGD6 FGR FNBP1L FOS FRAT1 FRAT2 FTH1 FUCA1 G0S2 GABARAPL1 GFOD1 GLRB GNAQ GPN3 GPR65 GSE1 GSTM1 H2AC6 H2BC9 HK3 HLA-DRA HMG20B HRH4 HSPBAP1 IDH3G IL18R1 IL3RA IPCEF1 ITPRID2 JARID2 KAT5 KBTBD11 KDM6A KDM6B KIT KLHL4 KLK3 LEPROT LIMK2 LRRFIP1 MAN1A1 MAP3K3 MAP3K8 MAPKAPK3 MBP MCMBP MEGF9 MGAM MKRN1 MMP25 MRFAP1L1 MTHFD2 MYH4 MYO5A NEU2 NLRX1 NMI NOL10 NOTCH2 NUP50 NXF2 ORAI2 OSER1 PACSIN2 PDCD4 PECAM1 PELI1 PELI2 PGD PGS1 PIK3CB PIK3R3 PLXNC1 PNPLA6 PNRC1 PPM1A PPM1F PPP1R15A PPP1R26 PPP4C PROC PSEN1 PTAFR PTEN PTPN12 PTPRE RABGEF1 RABIF RALB RB1CC1 RHOQ RNF24 RREB1 RSRP1 RTF1 RUFY1 SAMD9 SBNO1 SEC14L1 SELPLG SERINC1 SERPINA2 SLA SLC25A44 SLC7A11 SMAD7 SNN SRPK1 STAP1 STYXL1 SWAP70 SYNJ1 TACC1 TAF1D TCF21 TFEB TGFBR2 THBS1 TKT TMEM156 TMEM248 TMEM9B TNFSF13 TRIB1 TSC22D2 TST TUBA1C TXNRD1 TYMP UGT2A3 USP11 USP22 WAPL WSB1 XPO6 ZBTB48 ZDHHC7 ZMIZ1 ZNF268 GSE3982_EOSINOPHIL_VS_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_EOSINOPHIL_VS_DC_DN AAGAB ABCB4 ABCD4 ABI3BP ABRAXAS2 ACO1 ACOT7 ACOX1 ADAP2 ADCK2 ADK ADO AGK AIMP1 ALCAM ALDH1A1 ALDH2 ALG5 ANXA2P2 ARMCX1 ARMCX5 ASPH ATF3 ATP5F1A ATP5F1C ATP5PO ATP6V1G1 ATP6V1H ATRAID BARD1 BLMH BST1 C1orf115 C2CD2 CALML4 CARD9 CBR1 CBR3 CBX5 CCDC88A CCNA1 CCNB2 CD1D CD36 CD4 CD83 CD99 CDC42BPB CELSR1 CERS6 CHN2 CLEC10A CLNS1A CMC2 COPB2 CORO1B CSE1L CSNK1G3 CSTB CSTPP1 CTNNA1 CTSC CUL4A CXCL2 CYP27A1 CYP27B1 DAP3 DCTD DCXR DDX10 DHRS9 DPAGT1 DUSP22 DYNLT1 EHD4 EIF4G1 ENO1 EXOC2 FAM162A FASTKD1 FBXO21 FCER2 FDX1 FLT1 FOSL1 GATB GBAP1 GCGR GIMAP6 GM2A GRWD1 GTF3C5 H3C11 HADHB HBS1L HEBP1 HIRIP3 HLA-DQA1 HPCAL1 HSD3B1 HSPA8 HSPB1 IFT74 IL17A IL1RN INVS ITFG1 ITGB1BP1 KDM7A KMO KPNA4 KYNU LGALS1 LIMS2 LMAN2L LPAL2 LRRC8D MAF MCUR1 MDH1 MDM2 METTL1 MFHAS1 MMS19 MPV17 MRC2 MRPL35 MRPS33 MTX1 NACC2 NIPSNAP1 NQO1 OSBPL3 OTUB2 PALLD PARN PCK2 PCSK5 PDGFA PDSS2 PEMT PEX3 PIK3C2B PIN4 PKM PLXNB2 PMM2 PMP2 PNP PPARG PPP1R7 PPP2R3A PSMC4 PTCD1 QDPR R3HDM1 RAB11A RAI14 REXO2 RHEB RNASE6 ROBO3 RPN1 SAMHD1 SCARB1 SCD SDC4 SESN1 SETMAR SIGLEC7 SLC15A3 SLC2A9 SLC31A1 SLC39A14 SLF2 SNX5 ST13 STAT6 TBC1D9B TCEAL9 TFG TFRC TGFBI TMEM53 TRAM1 TRIAP1 TRIM14 TST TXNL4A UBXN8 UGP2 UNC119 UTP3 VAC14 VANGL1 VPS41 VWA5A WDR3 ZNF43 ZW10 GSE3982_EOSINOPHIL_VS_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_EOSINOPHIL_VS_DC_UP ACACB ACVR1B ADGRE2 AMPD3 ANKRD17 ANKRD27 APOC4 APOH ARHGEF6 ASB4 AURKA BIK BTF3P12 C11orf71 C21orf91 C2orf68 C3AR1 CACNA1S CASC3 CCR3 CD244 CD34 CDH15 CENPA CES3 CFD CHP1 CHRNB2 CHST2 CNOT8 CNTN5 COL14A1 CORIN CPA3 CTCF CTDSP2 CUTC CWF19L1 CXCR4 CYLC2 CYRIA CYTH1 DAPP1 DCLRE1C DDIT3 DELEC1 DENND3 DLGAP1 DNAH3 DNAI7 DSC3 EDA2R EIF1 EIF4EBP2 ENSA ERC2 ERCC6 ESPN ESYT1 FAM117A FAM184A FGF5 FLRT3 FPR1 GABARAPL1 GABARAPL2 GAL3ST4 GFI1B GIT2 GNAQ GOLIM4 GPR12 GRB10 GRK6 GVINP1 H2BC4 H3-3B HCK HNRNPF HRH2 HSPA1L IDO1 IFIT5 IFITM1 IFITM2 IGFBP3 IL13RA2 IL5RA IL9R INPP5A INPP5B IRF1 ISG20 ITPKB JAK1 JARID2 KBTBD11 KDM5A KDM6B KIF13A KIF21B KIF5A KLF3 KRTAP1-1 LPIN2 LRRFIP1 MAP1LC3B MCTP2 MEIS2 MLF1 MLLT10 MRPL49 MSRB1 MTPAP MYD88 MYH7 NADK NDUFA4L2 NHERF1 NOTCH1 NOX4 PAPSS1 PCF11 PCTP PDE1C PDLIM2 PHACTR1 PHF20 PIK3CG PITPNC1 PKMYT1 PODNL1 PPP1R15A PPP1R16B PPP4R3B PRF1 PRLH PRR7 PTEN PYGL RABGEF1 RABIF RBM14 RERGL RGS14 RGS9 RHOB RHOBTB3 RHOH RLF RMND5A RNASE2 RPL34 RPL36AL RRAD S100P S1PR1 SEC61G SERPINA2 SETDB1 SKP2 SLC4A8 SLC6A16 SMIM14 SPO11 SRRT SSH1 STAP1 STK17B SYNE1 SYNE2 TACC1 TEAD3 TESC TFDP1 THBS4 THYN1 TKTL1 TMEM131L TNFRSF10C TPM3 TRAPPC2 TSGA10 TSPOAP1 TSPYL2 TUT4 UGT2B28 VN1R1 WIPI1 XAB2 XAF1 XRCC2 YOD1 ZNF281 ZNF350 ZNF562 ZNF586 ZNF587 ZNF75D GSE3982_EOSINOPHIL_VS_EFF_MEMORY_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_EOSINOPHIL_VS_EFF_MEMORY_CD4_TCELL_DN ABCC5 ACTN2 ADGRA3 ADH5 ADK AKR1A1 AMMECR1 ANO10 APPL1 ATM ATP5IF1 ATP6V0E2 AZGP1 BAD BZW2 CABYR CALR CAMTA1 CAND1 CAPN2 CASP8AP2 CD320 CD40LG CD99 CHD1L CLEC2D COPS6 COPZ1 COX11 COX16 CROCCP2 CSNK2A2 CTSH CYP2E1 CYP4A22 DCAF1 DDRGK1 DHRS3 DHX32 DIMT1 DNAJC10 DNASE2 DOCK9 DPYD DTWD1 DUSP14 DYNLT1 DZIP3 EHMT1 EIF3M ENDOD1 EPB42 ERBB2 ESM1 ETS2 F8 FAM117A FBL FBXO21 FBXO40 FH FOXD1 FRYL FTO GALK1 GARRE1 GFI1 GIMAP6 GLG1 GNPDA1 GPM6A GUCY1B2 H4C6 HABP4 HGH1 HLA-DPB1 HNRNPA1 HSPA8 HSPB1 HTATSF1 IARS2 IFT140 IL10RA IL26 ISYNA1 ITGB1 ITPR3 KCNA3 KCNC4 KCNH4 KDM7A KIF2A LAX1 LMAN2L LRRC8D LY6E MAF MAGEA4 MALT1 MAP3K14 MAP3K4 MAST4 MCTS1 MDFIC METRN METTL1 MFHAS1 MFSD13A MGST3 MICALL1 MMS19 MRPL3 MRTFB MTCH2 MTNR1A MTO1 NACA NEU2 NGDN NIPSNAP1 NMD3 NOLC1 NQO1 NRG2 OLA1 P4HTM PABPC3 PAM PARD6A PCBP3 PDIA6 PEX3 PFAS PFDN4 PHYH PIK3C2B POLR1G PON3 PREP PRKACB PSG1 PSG7 PTGIR PWP1 QSER1 RAB3GAP2 RAD17 RBMXL2 RESF1 RGS9 RO60 RPA1 RPL13A RPL22 RPL36 RPL4 RPP40 RPS16 RPS4X RPS6 RUVBL1 RYR3 SCYL3 SELENOW SEMA4C SESN1 SH2D3A SLC18A3 SLC25A6 SLC6A2 SMIM7 SPATA7 SPOCK2 SSX2IP STAT4 STK38 SUCLG2 TARP TDRKH TGFBR3 THAP12 TMEM134 TMEM62 TOP2A TRAPPC2 TRPC7 TTC27 TTK TXN2 UBXN8 VANGL1 WDR3 WNT1 ZBED5 ZBTB14 ZNF593 ZNF76 ZNHIT6 GSE3982_EOSINOPHIL_VS_EFF_MEMORY_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_EOSINOPHIL_VS_EFF_MEMORY_CD4_TCELL_UP ABHD2 ACACB ACOT9 ACP3 ACSL1 ADI1 AGGF1 AKT1 ALOX5 APOBEC3A APOBR ARID3A ASIC3 ASMTL ATP6V1B2 AVIL BCL2A1 BCL3 BRD4 BTBD7 C15orf39 C1D C3AR1 CA4 CAMKK2 CBX2 CCNT2 CCPG1 CCR3 CD300A CD302 CD55 CENPU CHD1 CHD5 CHMP5 CHRM4 COQ2 CREG1 CRNKL1 CTSS CXCL2 CYB5R4 CYBB CYSLTR1 DAPK1 DAPK2 DCAF7 DCUN1D2 DDX31 DENND4A E2F6 EFR3B EPAS1 ERP44 ETV6 FCGR2C FOS FOSL2 FTH1 FUCA1 G6PD GALNT3 GFOD1 GGA2 GLA GNAQ GPN3 GTF3C5 H1-0 H1-2 H2BC12L H2BC9 HAT1 HCLS1 HOMER3 HRH4 HSPBAP1 HYMAI IGF2-AS IGFBP7 IL13RA1 IL18R1 ISG15 JAK2 JARID2 JOSD1 KBTBD11 KCNJ8 KCNV1 KDM6B LAMTOR5 LILRA1 LILRA2 LIMK2 LIN37 LINC01565 LPGAT1 LRRFIP1 MAML1 MAP3K3 MBD4 MED28 MEF2A MFSD1 MGAM MID1IP1 MLH1 MMP25 MTCP1 MTM1 MYH1 MYL11 NAA60 NADK NFE2 NLRX1 NUP93 NXF2 ORAI2 OSBPL2 OSER1 OSGIN1 PACSIN2 PECAM1 PGD PHACTR1 PIGC PIK3C3 PIK3CB PIKFYVE PKN2 PLSCR1 PODNL1 POR PPP1CB PPP2R5B PSEN1 PSENEN PSMC4 PTAFR PWAR5 RAB14 RAB5C RABGEF1 RALB REPS2 RHOBTB3 RIN3 RLF RNASET2 RNF144A RPS6KA1 RSL24D1 RSRP1 RTN3 RXRA SAMD9 SDCBP SELPLG SENP6 SERINC1 SFPQ SH3GLB2 SKP2 SLA SLC25A23 SLC6A6 SMR3B SNN SNRNP25 SORT1 SRPK1 SUOX SYK SYNJ1 SZRD1 TBC1D1 TBL1X TGFBR2 THBS1 THEMIS2 TINF2 TKT TLE3 TMEM156 TNFRSF1B TPST1 TRIB1 TSGA10 TST TTC1 TXNRD1 UBE2B UBE2K USP15 ZCCHC24 ZMIZ1 ZNF106 ZNF137P GSE3982_EOSINOPHIL_VS_MAC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_EOSINOPHIL_VS_MAC_DN ABCC3 ABCF2 ABI3BP ACTL6A ADCY3 ADGRA3 AHCYL1 AIMP1 ALCAM ALDOA ARID5B ASPM ATP13A2 ATP2A2 ATP2B4 ATP5F1C ATP5PF ATP6V1G1 BAD BANF1 BCKDHA BLCAP BSCL2 C3 CAAP1 CALML4 CASP7 CAST CBFB CCNC CCT5 CD4 CENPM CETN3 CHD9 CISD1 CISH CLIC2 CLNS1A CMAS COLGALT1 COX4I1 CSE1L CSNK2A2 CYBB DAP3 DCTD DDRGK1 DEGS1 DHRS3 DMXL1 DNAI2 DNM1L DNMT1 DOCK3 DPAGT1 DPH2 DYRK4 EIF2S1 ELOC ENG ENO1 EPHX1 FYCO1 GALNT12 GATD3 GGCT GLRX3 GLRX5 GPALPP1 GRWD1 GSN GSTK1 GSTT1 HARS1 HBEGF HGH1 HHLA3 HMMR HSPE1 IARS2 IDH1 IGFBP1 IL27RA INHBA INVS IQCG ISOC2 ITGAV KIF23 LEPROT LIMA1 LNPEP LRP3 LSM6 LUZP1 MAB21L1 MACROH2A1 MANF MAP3K4 MAP4K3 MAPKAP1 MARCKS MBD2 MCM4 MCUR1 MID2 MILR1 MMP2 MPZL1 MRPL34 MRPL4 MRTO4 MTX2 MYO6 NARS1 NDUFA9 NDUFAB1 NDUFB2 NF1 NIPSNAP1 NKIRAS2 NSA2 OPTN OTUB2 P4HTM PCCA PCK2 PCP4 PDSS2 PDXK PERP PEX19 PFDN6 PGRMC2 PHB1 PIK3C2B PLA2G15 PLAU PLEKHO1 PMVK PRRC1 PRRG1 RAB11A RANGRF RASL10A RASSF4 RDH11 RHEB RNH1 RNPEP RPS6KB1 SASH1 SCD SCG5 SEC31B SEMA3C SERBP1 SERPINB8 SKIC3 SLC11A2 SLC12A7 SLC12A8 SLC6A12 SMARCC1 SP3P SRP9 SRSF8 SSBP1 STARD8 SUCLG2 TACC2 TAF1B TBC1D19 TCF12 TFAM TIMM8A TIMP2 TLR7 TMEM53 TOMM40 TOMM70 TTC23 TUBB3 UBA2 UBE2V2 UBE3A UGDH UMPS UPF3A UTP18 VAT1 VDAC3 VGLL4 VWA8 WDR3 YIPF1 ZNF593 ZW10 GSE3982_EOSINOPHIL_VS_MAC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_EOSINOPHIL_VS_MAC_UP ACACB ACP3 ACSBG1 ACTB ADD3 ADIRF AKAP17A ALOXE3 ANKMY1 APOA1 APOB ARGLU1 ARHGEF40 ASNSD1 ASTE1 ATXN7L3B AUTS2 BBIP1 BMS1P20 BTF3P12 BTNL3 CAMKK2 CCR4 CDC14A CDK13 CDK5R1 CFP CLBA1 CLK1 CST8 CTDSP1 CTDSP2 CUTC CYFIP2 CYP17A1 CYP2C9 DARS1 DBT DDX18 DEDD DLGAP1 DNAI7 DSC3 EIF1 ELF2 EPM2AIP1 FAM13B FBXL5 FBXO11 FOS FOXN2 FPR1 FUS GAB1 GAD1 GLMN GLRB GNAQ GOLIM4 GPR35 GRIA2 HEYL HHEX HIPK2 HMGN1 HNRNPA3P1 HPCAL4 HSD17B11 IDH3G IL22 INPP4A INPP5A ISG15 ISG20 ITGA10 ITGAL ITIH4 JAK1 JARID2 KBTBD11 KDM6A KIF21B KIF5A KIT KLF3 KLHL28 LINC01565 LLPH LPCAT1 LUC7L2 LZTR1 MAGOH MAPKAPK5-AS1 METTL3 MLC1 MMP25 MOCS3 MRPL49 MTMR14 MTMR3 MUC2 MUTYH MYT1 NDST1 NFX1 NLRX1 NOL10 NOTCH1 NOTCH2NLA NR4A2 NUP133 NXN OLIG2 PADI1 PARP8 PBXIP1 PCDHGB5 PDLIM2 PDP1 PDPR PIGH PIGR PIM2 PKNOX2 PLA2G4A PMS2P3 PNPLA6 PODNL1 POGZ POU2F1 POU3F1 PPP1R10 PPY2P PQBP1 PRDM12 PRDM5 PRRG4 PTBP2 PTPN2 RAB33B RABIF RANBP2 RANBP6 RAPGEFL1 RASSF1 RBM14 RBM6 REPS2 RERGL RHOBTB3 RIN3 RNF39 RPIA RPS10P5 RSL24D1 RSRP1 RUBCN S100P SCT SDHAF1 SEC14L1 SENP6 SERPIND1 SKP2 SLA SLC44A1 SLN SULT2A1 SYNE1 SYNE2 TACC1 TAX1BP1 TCAP TMEM151B TNFRSF11B TNFRSF1B TOX4 TREML2 TSPAN2 TSPOAP1 TUB UBL5 UBR5 USP15 VN1R1 WIF1 WIPI1 YIF1B YY1AP1 ZDHHC13 ZDHHC7 ZNF117 ZNF14 ZNF184 ZNF250 ZNF34 ZSCAN32 GSE3982_EOSINOPHIL_VS_MAST_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_EOSINOPHIL_VS_MAST_CELL_DN ABCD4 ABCF2 AGPAT5 AIMP1 AIMP2 AKR1B1 AKR7A2 ALDH1A1 AMHR2 ANKRD17 AP2A2 APC APIP ASNS ATP5PF ATP6V0E2 ATP8B4 ATRAID BABAM2 BEX4 BSCL2 BST1 BTN2A2 CAMLG CANX CAST CBLB CBX5 CCDC68 CCNG1 CCT5 CCT8 CDK18 CEBPG CHCHD2 CHI3L1 CHN2 CLASP1 CLDN6 CLNS1A CMA1 COPS6 COX6C CRTAP CSE1L CSNK2A2 CSTPP1 CTSH CYP1B1 DAP3 DCAF6 DDRGK1 DERA DET1 DHRS3 DNAJC15 DNMT1 DPAGT1 DPH2 DPYD DTWD1 E2F8 EGLN3 EGR1 EIF2B5 EIF3M ELAVL1 ENO1 ERCC2 FAM171A1 FAM216A FBL GALNT2 GATB GBAP1 GIMAP6 GMPR GNPDA1 GORASP2 GRN GRSF1 GSTT2 GZMB HMG20A HSD17B12 HSPA8 HSPE1 HTATSF1 IARS2 INTS7 IPO7 ITFG1 JUN KCTD7 LAX1 LMAN2L LSM5 MAB21L1 MAGEB4 MANF MAP2 MAST4 MCM3 MCUR1 MDH1 MEIS2 MFAP3L MFSD13A MGST3 MRPL16 MRPL23 MRPL34 MRPL4 N6AMT1 NDUFA5 NDUFA7 NDUFA9 NDUFAF3 NDUFB4 NELFA NHP2 NIPSNAP1 NLE1 NR0B1 OPTN PARN PCCA PCNA PDHX PFAS PHB1 PJA1 PNMA1 POLR2I PPIA PRMT5 PSMA3 PSMD1 PSMD6 RABGGTB RAN RANGRF RC3H2 RERE RNF187 RPA1 RPF1 RPL26 RPL36 RPL4 RPN2 RPS13 RPS4X RRM1 RTL8C RXYLT1 RYBP SELENOP SEMA4C SEPTIN8 SETMAR SHMT2 SIGLEC6 SKIC3 SLC25A6 SLC39A14 SLC5A3 SMARCC1 SORBS1 SOX4 SPARC SQLE SSBP1 STOML2 SYNE3 TCEAL9 TMEM185B TMEM267 TMEM268 TRAM1 TRIAP1 TTC27 TUBB TUBB3 UBE4B UMPS UQCRC2 UTP3 VANGL1 VAT1 VDAC2 VDAC3 WDR11 WT1 YBX3 ZFYVE21 ZMYND8 ZNHIT6 GSE3982_EOSINOPHIL_VS_MAST_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_EOSINOPHIL_VS_MAST_CELL_UP A4GNT ABCA7 ACACB ANGPT1 APBB2 APLP1 APOBR ATP2B2 BANP BLTP1 C1orf115 C9orf78 CACNA1F CACNA1S CADPS2 CAMK1D CAMKK2 CASP8 CBX2 CCDC82 CCNT2 CD1E CDKN2D CHIA CHRD CKB CNN2 CNTRL COL14A1 CSF2RB CSPG4 CTDSP2 CXCR3 CYSLTR2 CYTH1 DBT DDX28 DDX6 DGCR5 DMC1 DOK2 DOK4 DUS2 DUSP8 ELF4 ENTPD1 EPN2 ERCC6 ETV6 EZH1 FBXO42 FICD FMNL1 FOLH1B FPR1 GAL3ST4 GIT2 GLRB GNAZ GPR39 GPR65 GRIA2 GSN GTF2B GZMK HK3 HLA-F HMOX2 IL10RA IL6R IQSEC2 ITFG2 ITGAL ITGAX JAK2 KDM5C KLF5 KRT33A LGI2 LILRB2 LIMK2 LMOD1 LPGAT1 LRRC37A4P LRRFIP1 LSM14B LSP1 MAP2K7 MARCHF1 MID1IP1 MKRN1 MMP15 MMP25 MMP3 MOCS3 MRFAP1L1 MROH9 MS4A5 MSLN MTF1 MTHFR MTM1 MTMR1 MUC5AC MX2 MYT1 NADK NID1 NLRX1 NNAT NOTCH2 NOTCH2NLA NTSR1 NUP50 OASL OBP2A OMG OR12D2 OR7E87P P2RY13 PARP16 PARP8 PCDHGA8 PCTP PDK3 PELI1 PHOX2A PIM2 PITPNM3 PLAAT1 PTEN RB1CC1 RDH11 RERGL RFPL1 RIN3 RNF208 RNF24 ROS1 RPL41 RRAD RSAD2 RTF1 RXRA S1PR1 SAMD9 SAMSN1 SATB1 SCD5 SCUBE3 SDHAF1 SEC62 SF3B1 SKP2 SLA SLC27A3 SLC4A10 SMPD3 SNIP1 SPATA6 STAG2 SVIL SYNE2 TAF1D TAF5 TAOK1 TAX1BP1 TBX1 TCAP TCF25 TM2D3 TMEM131L TMEM143 TNFRSF11B TNFRSF1A TNFSF14 TP73 TPPP TRAPPC2 TRPC6 TSGA10 TSPAN9 TTC9 TUB UBE2B UBL5 UCP1 USP15 USP19 XAB2 ZNF200 ZNF217 ZNF264 ZNF281 ZNF292 ZNF385D ZNF586 ZNF721 ZNF75D GSE3982_EOSINOPHIL_VS_NEUTROPHIL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_EOSINOPHIL_VS_NEUTROPHIL_DN ABCC5 ACSL1 ADM AGMAT AGPAT1 AKAP3 APOBEC3A APOLD1 ATF3 B4GALT1 B4GALT5 BAD BAZ1A BLTP3B BPGM CADPS CALML4 CASP5 CDA CDC42EP2 CDS2 CEACAM1 CERNA1 CHD1 CLEC11A CNN2 CNPY3 CPPED1 CREB5 CSF3R CTBS CTSH CWC25 CXCL14 CXCL6 CYTH4 DDX4 DENND5A DHX58 DOCK4 DPYD DUSP1 DUSP22 DYSF EFHC2 EIF1 EIF4EBP2 EIF4G3 ERBB2 EVI2A FAM163A FAM53C FBXL5 FCGR1A FEZ2 FLOT2 FOLR2 FOS FTH1P5 G6PC1 GARRE1 GBAP1 GBP2 GNAQ GNG5 GPR87 GSK3B GSTK1 H2BC4 HEBP1 HLA-B HNF4A HSD17B11 HSD17B3 ICAM1 IFI35 IFITM3 IGF2R IL17A IL1RN INTS8 IRF2 JUNB KAZN KIAA0040 KIAA0232 KLRA1P KRT32 LAT2 LILRA1 LILRA3 LILRB2 LIPF LTB MAB21L1 MAP2K6 MAP3K14 MAP3K3 MAPK3 MARCKS MAST3 MCL1 MFSD13A MGAM MME MOSPD2 MSL1 MVD NAA50 NACC2 NFIL3 NPEPL1 NRBF2 NRDC OGFRL1 OMG OR10H2 ORM1 OSBPL8 PECAM1 PF4V1 PFKFB3 PGAP6 PITPNA PLEK PML POLR1G PPM1E PPM1F PPP2R5A PRKCD PRMT5 PRUNE1 PSME1 PTGES PTPRG RAB20 RAB5IF RAD9A RAMP3 RARRES1 REPS2 RESF1 RPS6KA1 RTN3 RUBCNL S100A12 SECTM1 SF3A2 SH3D21 SH3GLB1 SIGLEC5 SLC15A3 SLC48A1 SLC7A2 SNN SNRK SP100 SP3P SPTBN4 SPTLC2 STAT1 STAT3 STEAP4 STX10 SYT12 TALDO1 TBL1X TCF7L2 THRB TKT TMCC1 TMEM132A TNFAIP3 TNFRSF10C TNFRSF1A TNFSF10 TNNC2 TRAPPC8 TRIB1 TRIM8 TYMP UBE4B UCP1 UVRAG VIM VPS37B WDR26 WWC3 YBX3 YIPF1 ZFAND3 ZFYVE21 ZNF107 ZNF473 ZYX GSE3982_EOSINOPHIL_VS_NEUTROPHIL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_EOSINOPHIL_VS_NEUTROPHIL_UP ABCA1 ABCD1 ABHD2 ABRAXAS2 ACAA2 ACAD8 ACP3 ADI1 AK2 ALOX15 ANXA1 API5 APPBP2 AREG ARFGAP2 ARL2 ARRB1 BET1 BFAR C11orf58 C17orf75 C1orf115 CAMTA1 CAPN15 CCL23 CCNC CD164 CD1E CD244 CD8B CDC37 CDYL CFDP1 CLASP2 CLIP3 CLNS1A CLTC CNTRL COIL COMMD3 COPS5 CPA4 CRNKL1 CSRP1 DBR1 DDX21 DEXI DIABLO DMAC2L DMXL1 DOCK10 DOK2 DROSHA DSC3 EDDM3A EIF4B EIF5B EPAS1 FAM110B FAM118A FAM136A FAM162A FAN1 FASTKD3 FBL FBXO21 FNTB FUCA1 GCNT1 GFOD1 GIPC2 GLOD4 GOLGA8B GOLIM4 GOLT1B GOSR2 GPN1 GPN3 GPR35 H2AC17 HARS2 HAT1 HES1 HNRNPA0 HOXB1 HSPA1L INPP5F IPCEF1 ITGB3BP ITM2C JOSD1 KIT KLRF1 KRTAP1-1 LAMTOR5 LINC01565 LRIG1 LSM4 LYRM2 MAGOH MAIP1 MATR3 MC4R METTL3 MEX3C MGST3 MRM2 MRPL16 MRPL40 MRPL9 MRPS30 MTCP1 MTO1 MYH1 NDUFAB1 NEK4 NFE2L3 NFX1 NRBP1 NUDT4 NUP155 NUP205 NUP37 NUP50 PCNT PCNX2 PDE4A PDXDC1 PEX3 PHF10 PIGH PKD1P1 PKD1P6 POLG POLR3C POLR3E PPARD PPP1R26 PRDX1 PRPF19 PSMD1 PSORS1C1 PTPRO PUS1 PWP1 RAN RAP1GDS1 RASSF1 RERGL RNASE2 RNH1 RNMT RPL9 RPS4X RPS6KA2 RREB1 RRP7A RTCB S1PR1 SCN2B SEC62 SIAH1 SIGLEC15 SKAP1 SMARCA4 SMC5 SRRT SSB SSX2IP STAM TARS1 TCF12 TCF25 TGDS THBS4 TMEM131 TNFSF11 TNNI3 TOLLIP TOMM70 TPMT TRAPPC13 TRIM44 TRMT1L TTF2 TYW1 UBA3 UBB USP36 VHL WDR3 YBX1 YTHDC2 ZC3H14 ZCCHC14 ZCCHC24 ZNF276 ZNF432 ZNF460 GSE3982_EOSINOPHIL_VS_NKCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_EOSINOPHIL_VS_NKCELL_DN ABCD4 ABCF2 ABLIM1 ADGRG1 AKR1A1 AKR1C3 AMZ2 ANKRD17 ANO10 ANO2 ANXA2P1 AOAH APOOL ARRB1 ATP5F1C ATP5IF1 ATP8A2 BABAM2 BLCAP BLMH C2CD2 CABYR CACNA2D3 CAMLG CAST CBR3 CCDC144A CCDC25 CCT7 CD1B CD247 CD99 CEP72 CISD1 COG2 COLGALT2 COQ3 CSNK2A2 CTSH CYFIP1 CYP2B7P DFFA DLGAP5 DNAJA3 DNAJC15 DNAJC16 DPAGT1 DPYD DYRK4 EIF3E EIF4B ENDOD1 EPS8L3 F2RL3 FAM168A FBL FBXO21 FBXO40 FH FHIP2B FKBP11 FOXD1 FRK GADD45GIP1 GCLM H3C11 HCG9 HCP5 HMG20A HOXB8 HSD17B3 HSD3B2 HSPE1 IARS2 IFI16 IFT140 IFT46 IL10RA IL19 IL27RA ILRUN ITGA10 JADE2 JAK1 KCNH4 KCNQ3 KIFAP3 KLRA1P KLRB1 KLRC4 KSR1 LAIR2 LCK LDB2 LIPF LMAN2L LRRC37BP1 LRRC41 LRRC8D LTBP3 MANF MAP3K14 MAPKAPK5-AS1 MCM3 MDH1 METRN MFAP5 MGST3 MINPP1 MLLT11 MLST8 MRPL16 MRPL3 MRPL34 MRTFB MSX1 MTSS1 MTX1 NCAM1 NDUFA9 NELFA NNMT NOS1AP NPY1R NSA2 OLA1 OPRPN OSBPL3 PAICS PALLD PARN PCBP3 PDE6G PEMT PEPD PEX11A PEX5 PHYH PIK3C2B PIP4K2B PKD1P1 PLAC8 PLCH2 PRKX PROSER1 PRR3 PSG7 PSMD6 PSME1 PTK2B PVRIG RACGAP1 RAD17 RANGAP1 RERE RMDN3 RNF139 RNF220 RPF1 RPL4 RPL7A RPP40 RPS16 RUSC1 RUVBL1 SEMA4C SEMA5A SEPTIN6 SEPTIN8 SIGIRR SLC12A7 SMARCC1 SMC1A SMC2 SNRPD3 SPOCK2 STAT4 SUCLG2 TARP TERF1 TMEM45A TPMT TRIM14 TRIT1 TSPAN3 TTK TXN2 UBE4B UNC5C UPK3A VPS51 WDR37 WDR7 XYLT2 YIPF1 ZKSCAN8 ZNF32 ZNF473 GSE3982_EOSINOPHIL_VS_NKCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_EOSINOPHIL_VS_NKCELL_UP ACP3 ACSBG1 ADAM29 ADAM8 ADGRE2 ADGRE3 AHR ALDH3B2 ALOX15 ALOX5 ANPEP AREG ARHGAP26 ASAH1 BANP BARX2 BCL2A1 BCL6 BIK BRCA1 BTBD7 BTF3P12 C2orf68 C2orf72 CACNA1B CALM1 CAMK1D CBX2 CCNH CDC14B CENPF CENPU CFD CHMP3 CHP1 CKAP4 CMTM6 CNBP CNR2 CRK CYB5R4 CYP1A1 CYRIA CYSLTR1 DARS1 DCUN1D2 DDX21 DDX6 DHX9-AS1 DNAJC7 E2F3 EEIG1 EFNB2 EGLN1 EIF4A3 ENOSF1 ENTPD1 EPM2AIP1 ERLIN2 ERP44 ESRP2 FAM131A FES FNBP1L FRAT1 FTH1 FXYD1 GHSR GLRB GLRX GNAQ GPR137B GRB10 H3-3B HLA-B HNRNPUL1 HOXB6 HRH2 IL5RA INPP1 INPP5A ITM2B ITPKB ITPRID2 ITSN1 JAG1 JAK2 KERA KRT33A LGR4 LHX6 LIMK2 LMOD1 LONP2 LRP5L LSM14B LST1 LTB MAD2L1BP MAP1LC3C MARCHF3 MAST1 MCL1 MFSD1 MKRN1 MSLN MTCP1 MTHFR MTM1 MYL6 NAA60 NCOA4 NDUFA6 NEAT1 NFIL3 NOTCH2 NRBF2 NSMAF OLIG2 OR3A3 ORAI2 PDCD4-AS1 PGK1 PIK3CB PIK3CG PLA2G5 PLXNC1 PNRC1 PPP6C PRODH PSMD12 PTGS1 PTH1R PTX3 PYGL RAB3GAP1 RBPJ REPS2 RERGL RGS1 RHOBTB3 RNF24 RRAGD RSAD2 RSL24D1 RTN3 RUFY2 RXRA S100P SAP30L-AS1 SDCBP SEC14L1 SEC62 SEMA6C SGK1 SH2B2 SKP2 SLA SLC19A1 SLC26A1 SLC4A8 SLC6A6 SMS SNN SNTB1 SOHLH2 SRRM2 STK4 SVIL SWAP70 TAOK3 TBX1 TEAD3 THBS1 THYN1 TLR7 TMEM127 TMEM156 TMEM212 TMEM248 TNFSF14 TNP2 TREML2 TTC9 TTYH1 UBE2B UBE2H USP22 USP6NL VCAM1 VPREB1 WFDC1 XPO6 ZMIZ1 ZNF200 ZNF281 ZNF3 ZNF460 GSE3982_EOSINOPHIL_VS_TH1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_EOSINOPHIL_VS_TH1_DN AAGAB ABCB6 ACOT7 ADK AGPAT5 ANO10 APBB2 APOBEC3B APOL1 APOLD1 ASF1B ASNS ATP2A2 ATP5F1B ATP5PF ATP8B4 ATP9A BAD BARD1 BIRC5 BTBD1 CABYR CALML4 CAND1 CBFB CBR1 CCL4 CCNE2 CCT2 CCT4 CD1C CD28 CENPU CEP72 CEP76 CHMP6 CNPY2 COPS6 CSTPP1 CTNNA2 CTSH CZIB DAP3 DDRGK1 DDX50 DHX30 DHX57 DNAJA3 DNAJC10 DNMT1 DPAGT1 DPH2 DPP6 DYNLT1 DYRK4 EED EEF1E1 EIF3I ELOVL6 ENO1 EPB41L2 ERCC2 ERGIC2 ERI2 FN3KRP FOLR2 FOXM1 FXR1 GATD3 GFI1 GINS2 GOLGA8A GPALPP1 GRSF1 GSTP1 GSTT1 HBEGF HCG9 HGH1 HSPA8 IDH3B IFI16 IFI35 IFT140 IPPK IRF4 ITIH1 KDELR2 KIF20B KLRA1P KNTC1 LAIR2 LBHD1 LDHB LRPPRC LSM4 LSM6 LTA4H MACIR MALT1 MANF MDFIC MDH1 METRN METTL1 METTL3 MFHAS1 MFSD13A MINPP1 MRE11 MRPL17 MRPL24 MRPL34 MRPL39 MRPL4 MRPS33 MRTO4 MTX1 MTX2 MYH10 N6AMT1 NDUFA9 NDUFAB1 NDUFAF3 NEIL3 NFYB NHP2 NME1 NUDC NUP37 OLA1 OTUB2 PA2G4 PARN PDGFRA PDSS1 PEA15 PFAS PHB1 PHYH PLEKHO1 PLOD2 PNP POLD3 PRDX1 PRPF19 PSG7 PSMB2 PSMB8 PTTG1 PUS7 PWP1 RACK1 RAD23A RAN RANGAP1 REEP5 RNASEH2A RPA3 RPF1 RPN1 RPS27L RPS5 RUVBL1 SCD SEPTIN6 SEPTIN8 SHMT2 SLC26A6 SLC31A1 SLC39A8 SMARCA4 SMC1A SMS SNRNP25 SNRNP27 SPAG5 SQOR SUZ12 TMEM109 TOMM40 TOMM70 TPD52 TRIM14 TST TTC27 TUBB TUBB3 TYMS UBA2 UBE2M UBE2V2 UBXN8 UQCRH VANGL1 VCP XBP1 ZFYVE21 ZNF706 ZNHIT6 GSE3982_EOSINOPHIL_VS_TH1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_EOSINOPHIL_VS_TH1_UP ADAM8 ADPGK ANKRD55 ANXA1 AP3S1 APCS ARHGAP25 ATF1 B3GAT1 BAZ2B BMX BOK BTBD7 C1orf115 CACNA1S CASQ1 CCL23 CD164 CD244 CD44 CD55 CD9 CEBPE CHIA CHP1 CHST15 CKAP4 CLK1 CLOCK CMTM6 CPN1 CTDSP2 CTRL CYLC2 CYRIA DBT DENND5A DLGAP1 DMTF1 DPP8 DUS2 EEIG1 EIF4G2 ERBIN ESRP2 F7 FBP2 FCAR FCGR2C FGF7 FGR GABRR1 GAS7 GLYAT GPR12 GRIA2 GRM4 H3C12 HARS2 HCP5 HECA HIF3A HIPK1 HLA-C HLCS HNRNPA3P1 HOXB1 IDO1 IFNAR2 IGF2-AS IKZF5 IL25 IL6R INPP5B INSR IPO13 ITFG2 ITIH4 KDM6A KIF5A KIT KLHL4 KRT2 LAPTM4A LILRA2 LIMK2 LIN37 LMOD1 LOXL2 LPIN1 LRRFIP1 LY75 MAEA MAN2B2 MAP3K5 MARCHF3 MARCHF7 MEIS2 MGAM MIR9-1HG MMP2 MOAP1 MON2 MTMR3 NADK NFE2 NFE2L2 NHLH2 NHLRC2 NKTR NME4 NMT2 NOL10 NOTCH2 NR1D2 NSUN6 NXN OSBPL2 OSBPL8 PDLIM2 PGS1 PHF20 PIK3CB PITPNM3 PLAC8 PLEKHF2 PNRC2 PPM1B PPP2R3A PRDM5 PRKAR2A PRNP PRSS21 PTAFR PTPN12 PTPN22 PTPRE RAB33B RAB3GAP1 RABGEF1 REG1B RGL2 RHEB RNF11 RNF144A ROGDI S100P SCRG1 SEC62 SERINC1 SH3BGRL SLC16A10 SLC17A1 SLC22A18AS SLC25A42 SLC26A1 SLN SMPD3 SOCS7 SPATA1 SPATA6 SPI1 SPINT2 SRPK1 SSPN SUMO1 SUPT20H TAS2R14 TBC1D5 TET3 TGFB2 THBS4 TLE3 TLR4 TMEM9B TNFAIP6 TREH TRPC4AP TRPC6 TSR2 UBA3 UBE2E3 UNKL USP19 VCL VGLL1 VN1R1 VPS37A WIPI1 XRCC2 ZDHHC17 ZNF14 ZNF217 ZNF432 ZNF721 GSE3982_EOSINOPHIL_VS_TH2_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_EOSINOPHIL_VS_TH2_DN AAMP ACOT7 ACTL6A ACTR1B ADAM20 AHSA1 APOBEC3B APOLD1 ATP6V0E2 AUNIP BAD BIRC5 C12orf4 CAD CALML4 CAVIN3 CBFB CBS CCNA2 CCT2 CCT4 CCT6A CDC45 CDKN3 CEP76 CETN3 CIZ1 CLIC4 CMAS CNPY2 COIL COX11 CPNE1 CSE1L CTNNA1 CTPS1 CTSH CUL4A CZIB DCK DDRGK1 DHPS DHRS3 DLG1 DNAJC10 DNAJC16 DNMT1 DNPH1 DPH2 DPP4 EBP EGR1 EHD3 EIF3I ELAVL1 ENO1 EXOSC8 FANCG FASLG FAT2 FBL FDX1 FOLR2 GATD3 GOT1 GPSM2 HADH HGH1 HSPA8 HTATSF1 ICAM1 IL15RA IL27RA IMMT INTS11 KIF18B KIF20B LAIR2 LAMA5 LBHD1 LDHA LMAN1 LSM4 LSM6 LSM7 LTA4H LUC7L2 MAB21L1 MAGOH2P MANF MAP4K2 MAPKAP1 MCUR1 MDFIC MDH1 MFHAS1 MFSD13A MINPP1 MLH1 MMD MPHOSPH9 MRPL4 MRPS12 MRPS27 MRTFB MRTO4 MT2A MTX2 MYH10 NCAPG NDUFA8 NDUFA9 NDUFS2 NEK4 NFRKB NFU1 NGDN NR2C1 NUP205 NUP37 NUSAP1 OBI1 OPTN P4HTM PA2G4 PALLD PCBP3 PDE12 PDHX PDLIM5 PEA15 PEPD PERP PFAS PHB1 PIBF1 PLEKHO1 PLK1 POLR2D POU2AF1 PPP2CB PRMT5 PRRC1 PSMA6 PSMB2 PSMB6 PSMD7 PTTG1 PUS3 PUS7 PWP1 RAN RANGAP1 RBM3 RIBC2 RNF123 RPA3 RPIA RPS4X RPS6KA4 RUVBL1 RXYLT1 SCD SEMA4C SETMAR SLC26A6 SMARCC1 SMC3 SNRPD2 SPA17 SQLE SRSF8 SYNE3 TAF1B TBC1D16 TBC1D4 TERF1 TMEM177 TMEM214 TNFRSF10D TOMM40 TPD52 TSR3 TTC27 TUBB TXNDC15 UBA2 UBE2G2 UBXN8 UTP11 VANGL1 VGLL4 XPO1 XPO7 ZDHHC14 ZFTA ZFYVE21 ZW10 GSE3982_EOSINOPHIL_VS_TH2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_EOSINOPHIL_VS_TH2_UP ALOX15 ANGPT2 ANXA1 AP1G1 ARID3A ARRB1 AVPR1A AXIN1 BCL2A1 BIRC2 BLK BMX BRWD1 BTG1 C11orf71 C1D C1RL C1orf115 C5AR2 CACNA1G CALM1 CAMTA1 CBX2 CCL23 CD44 CD55 CD63 CERNA1 CES3 CHP1 CHST15 CLIP3 CLK1 CLOCK CNN2 CNR2 COL8A1 CPA4 CPEB3 CPN1 CREG1 CYB5R4 CYSLTR1 CYSLTR2 DBT DDX6 DLGAP1 DUS2 EFR3B EIF1 ELOVL5 FBP2 FCGBP FGD6 FRAT2 FUCA1 GABRR1 GCNT2 GDPD3 GIT2 GPR27 GRB10 GSAP H1-4 HARS2 HCAR3 HCP5 HK3 HLA-DPB1 HLA-DRA HLA-DRB1 HLA-F HOXC13 HSPA1L HTR2A IGF2-AS IGFBP1 IGFBP3 IL1RAPL2 INPP4A INPP5B ITIH4 KANSL1L KCNJ14 KIAA0232 KIT KL KRT5 LAMP2 LAPTM4A LITAF LONP2 LPIN1 LRRFIP1 MAML1 MARCHF7 MAST1 MAST3 MCOLN3 MEF2A MID1 MMP2 MTHFR MUC5AC MX2 MYD88 MYH4 MYO9B NADK NAV3 NBR1 NFE2L2 NLRX1 NMI NSUN6 OMG PACSIN2 PARP8 PBXIP1 PCDHGA10 PCNX2 PDZK1 PECAM1 PITPNM3 PLCH2 PLEKHF2 PLXNC1 PNRC2 POMZP3 PPFIBP2 PPM1F PPP1R12A PRR7 PSEN1 PTAFR PTEN PTGES PTPRE RAB33B RAB6A RABGEF1 REG1B RHEB RHOBTB3 RIN3 RREB1 RRP12 SEC62 SERP1 SHC3 SIGLEC5 SLC25A21 SLC25A42 SLC36A1 SMAD5-AS1 SMNDC1 SMPD3 SOX21 SVIL SYCP1 SYNE2 SYT1 TBC1D5 TBXAS1 TGFA TM2D3 TMEM143 TNFSF13 TPST1 TRIB1 TRIM33 TSC22D3 TSGA10 TUB TXLNG TXNRD1 UBA3 UBOX5 UGT8 USP19 VAV3 VCL WDR37 YIF1B YY1 ZCCHC14 ZDHHC17 ZFAND5 ZNF34 ZNF587 ZNF721 ZNF75D ZNF835 ZSCAN32 ZZEF1 GSE3982_MAC_VS_BASOPHIL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_MAC_VS_BASOPHIL_DN ADAR ADGRD2 ADGRG1 AGTPBP1 AKAP17A AKAP8 ANAPC5 APOBEC3G AQR ARGLU1 ASTE1 ATP2B4 ATXN7L3B BACH1 BBS4 BCOR BIRC2 C10orf95 C17orf80 C1RL C2orf68 CACNA1E CASP4 CCDC59 CCNT2 CD40LG CD55 CDH2 CDHR1 CDK5RAP3 CDK7 CEACAM1 CEP63 CHPT1 CKLF CNTRL COQ8A CRYBB1 CRYBB3 CTDSP2 CTNNBL1 CUTC CX3CR1 CZIB DICER1 DPEP2 EIF1 EIF1AY EIF2AK1 ELAVL3 ETS2 EXT1 EXTL1 FAM124B FAM136A FAM186A FBXL5 FLT3 FOXB1 FRY GAB1 GABPB1-IT1 GALT GCC1 GDPD5 GPR171 GZMA H1-0 HBZ HEXIM1 HMGB3P30 HRH3 HSPA1L HTR7 ING3 IPCEF1 ISG20 ITK JARID2 KDM6A KDM7A KIF21B KRT7 LAX1 LHX1 LINC01565 LONP2 LSM14A LTB MAF MANF MAP1LC3B MAPK14 MARCHF8 MIA3 MTERF1 MUTYH MYB NAA38 NACA NCBP3 NCF4 NDRG1 NFIB NME8 NPEPL1 NPRL2 ODF2 OR2J2 OSER1 PADI1 PARP8 PCDHGB5 PDE6G PDLIM3 PELI1 PHF1 PHTF2 PITX3 PLCB1 PMAIP1 PMS2P2 PPP1R16B PRKAB1 PRKAG2 PRR14 PTPN2 PTPRC RAB33A RBM5 REPS2 RESF1 RETREG3 RFX5 RIC3 RNF139 RNF41 RPL12 RPL17 RPL35A RPL5 RPS11 RPS6 RSRP1 RUFY1 RYK S100P SAMD9 SF3B2 SFI1 SFXN1 SH2D1A SHCBP1L SIRPG SLC10A3 SLC25A14 SMC4 SMG7 SMIM27 SMPD3 SMURF1 SPOP SPSB3 SRP54 SRSF3 STAR STK26 SULT1B1 SYCP2 TARP TCL1A THAP11 THAP4 TLL2 TMEM131L TMEM80 TMSB15B TRADD TRAF4 TRANK1 TRAPPC2 TRBC1 TUBD1 TUG1 UBE2D2 UBIAD1 USP15 VAV3 VCL VEGFC VILL WDR33 WDR6 ZDHHC4 ZNF177 ZNF44 ZNF586 ZSCAN16 GSE3982_MAC_VS_BASOPHIL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_MAC_VS_BASOPHIL_UP ABCC3 ACSL3 ADCYAP1 ADK AGTR2 AMPD2 AQP3 ARMCX3 ASAH1 B3GNT2 B4GALT5 BAG4 BANF1 BCAS2 BCL10 BMAL2 BPNT2 BRD3OS BSCL2 CACNA1H CAD CALB2 CAPN11 CAST CD101 CD164 CD82 CDH12 CETN3 CHSY1 CKS2 COL10A1 CPM CREG1 CSPG4 CTSS CTSV CWF19L1 CYBA DBT DCAF11 DCTPP1 DDO DDOST DIXDC1 DMWD DMXL1 DOCK3 DOP1B DPYD DYRK1B DYSF EBAG9 EDEM2 EEF1AKMT3 EIF2B3 EIF3J EMC1 ENO1 ENPP4 EPHX1 ERF ERI2 ERP29 ESF1 ETV5 EVI2A FADS2 FASTKD1 FCGR3B FCN1 FLT1 G6PC2 GABRA2 GAK GAPDHS GATC GATM GCAT GFOD1 GFPT1 GIPC2 GLB1L2 GLRX3 GLTP GNA11 GSN GSTM4 HACD3 HADHB HDHD5 HHLA3 IBTK IDH1 IL36A IL6ST IMPDH1 INSM1 IP6K1 IQCA1 IRS1 ITPKB KDELR3 KIAA0087 LDLRAD4 LINC00963 LPAR6 LTBR MAN2B1 MAP2K3 MAP4K3 MATK MCF2L MIPEP MKLN1 MRPL17 MRPL35 MRPL4 MTMR1 MTRR MYO1C MYO5A MYO9A MYOZ1 NARS1 NDUFA5 NDUFA8 NLRP2 NRBF2 NSMAF NUDCD3 OGDH OLR1 PCK2 PGAP3 PGRMC1 PHACTR2 PHACTR4 PLA2G4A PLEK2 PLOD1 POLD1 POLQ PPARD PPIF PPM1F PPP1CC PPP2R3A PROM1 PRSS50 PSKH1 PTPN1 PTPN11 RALGAPA1 RBP4 RC3H2 RET RNPEP RPS6KB2 RTCA RTN1 SAMD4A SCAMP1 SCG5 SCML1 SCUBE2 SDHC SERBP1 SGSH SIDT2 SLC12A8 SLC6A12 SLC7A7 SMC2 SPRY4 SPSB1 SSR3 STAB1 STX7 SUCLA2 TCIRG1 TESK1 TGFBR1 THBS3 TNFRSF1B TNPO1 TOMM40 TOMM70 TP73-AS1 TRAF3 TRIAP1 TSC22D1 TUBB2A UBE2D1 UBL4A UCHL1 VASP ZEB2 ZFP36L1 ZZZ3 GSE3982_MAC_VS_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_MAC_VS_BCELL_DN ADAM29 ALDOB AP1G2 ARHGAP25 ARHGEF9 BACE2 BAZ1B BCOR BIRC3 CAPN10 CARS1 CASP4 CD72 CDK5RAP3 CHKB CLASP1 CLDN17 CNOT4 COL18A1 COQ6 CORIN CRB1 CREBBP CSGALNACT1 CTBP1 DAZAP2 DDX24 DEF6 DENND1C DYRK1A E2F5 E4F1 EEF1D EGR3 EHD3 ENO3 ENSG00000291006 ENTR1 EPHA4 EXTL1 EZR FAM193B FAM234B FAM30A FARS2 FBXL14 FCMR GIT2 GJD2 GLDC GNB5 GPATCH8 GPR31 GTF2A1 HAUS7 HCP5 HERC3 HHEX HLA-DOB HLA-DPB1 HNRNPA0 HSF2 ICAM3 IFITM1 IGFLR1 IGHA1 IGHM IGHV5-78 IGKC IGLL1 IL15RA IRF4 ISG20L2 ITGA10 ITM2C JADE2 KCNH2 KDM6A KDM7A KIAA0040 KRT18 LAS1L LAX1 LRIG2 LRRC14 MAEA MAML1 MAP3K1 MARCHF3 MARCHF8 MAT2A MED16 MEIS1 MPHOSPH8 MRFAP1L1 MRPS27 MZF1 NAA40 NAP1L4 NASP NDST3 NFX1 NLRP1 NPHP1 NRF1 NUP133 OAS2 OSBPL3 PATJ PCIF1 PDP1 PFAS PHF1 PIAS3 PIP5K1B PMS2P1 PMS2P2 PMS2P3 PNO1 POLG PPA1 PPM1E PRKD2 PRKDC PRPSAP2 PSD4 PSME1 PTK2B PTPRK R3HCC1 RAF1 RALGPS2 RERE RGS7 RNFT2 RNPS1 ROBO1 RPL12 RPL19 RPL39 RPL4 RPS12 RPS29 RPSA RUFY1 S100A7 SARS2 SATB1 SCN3A SDR39U1 SEPTIN6 SET SLC25A15 SLC25A17 SLC35E2B SLC41A3 SMARCC1 SMIM27 SMPD3 SPATS2 SRSF8 STK38 STOML1 SYNE1 SYNE3 SYNGR3 TBC1D5 TBKBP1 TERF2IP TESK2 TEX10 TM6SF2 TMEM131 TMEM80 TMSB15B TNK2 TP63 TRAF3IP3 TRAPPC2 TRIM22 TRMT2B TSPYL1 UBA7 UBE2N UBR4 UCN ZBP1 ZC4H2 ZCWPW1 ZDHHC4 ZDHHC8BP ZNF250 ZNF473 ZNF510 ZNF574 ZNF667 ZZEF1 GSE3982_MAC_VS_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_MAC_VS_BCELL_UP ABCC3 ACO1 ACOT7 ACP2 ADGRA3 ADH5 AFF4 AHCYL1 AK4 ANXA9 APOBR ARSB ASPHD1 ATP9A BCL6 BEX4 BMP1 C1orf216 CBR3 CD83 CD86 CDA CDCA8 CDKN1A CHN2 CHP2 CHST8 CIT CLEC4M CMAS COX6C COX7A2 CREBL2 CREM CSPG4 CTNNA1 CTNS CXCL10 CYFIP1 CYP1A1 CYP27B1 DBI DDO DEFB126 DENND1A DENND1B DHRS11 DIRAS2 DIXDC1 DLC1 DOCK3 DPYSL2 DST DTX2 DUSP7 DYNC1I2 DYNC1LI2 ELOC EML4 EPHX1 ERC2 ERO1A EXOC6B FAM76A FCN1 FHL1 FKBP5 FLT1 FOSL1 FOXO3 FUCA1 FZD5 GABARAPL1 GABBR2 GABRA3 GALNS GAPDHS GCNT2 GFPT1 GK GNPDA1 GPD1 GPD2 GRK3 GSC2 HNRNPH2 HP HS3ST2 HSPA1A IDH1 INHBA IPCEF1 ITPRID2 KCNMB1 KCNS3 KLHL28 KPNA2 LAMA4 LAPTM4A LPP LRRC8D LUZP1 LUZP4 MFGE8 MICAL2 MLF1 MMP3 MPP1 MT3 MTCH2 MTMR11 MYD88 MYO10 MYO6 NCOA4 NDUFB6 NEIL3 NFE2 NLRP3 NR4A3 NUMB OAS3 OCRL OR7E36P P4HA2 PAPSS1 PAQR4 PBX3 PCDHB11 PDE4A PDXK PHACTR2 PIK3CB PIMREG PLA2G15 PLAU PLEK2 PLPPR2 PLXNA1 PON3 PPP2R3A PRKCH PROCR PSEN1 PSMD11 PTPN13 QPRT RAB11A RAB5IF RAB8B RAC1 RASAL2 RASSF4 RBP4 RBPJ RCAN1 RHEB RNASE2 S100A8 SAP30 SASH1 SCARF1 SCCPDH SCG5 SEC14L2 SERINC3 SKAP2 SLC11A1 SLC12A7 SLC22A4 SPIN1 SPSB1 SQOR STX3 SYTL2 TACSTD2 TALDO1 TAOK3 TCIRG1 TCP11L1 TGOLN2 TIMM8A TLN2 TLR4 TMEM184C TMEM51 TMEM53 TMEM70 TNFRSF9 TNFSF8 TNPO3 TOP2A TPSB2 TREM1 UBL4A VANGL1 VSIG10 WWTR1 ZMAT4 ZMIZ1 GSE3982_MAC_VS_CENT_MEMORY_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_MAC_VS_CENT_MEMORY_CD4_TCELL_DN AKAP7 AKAP9 AMHR2 ANKH APBB3 AQP3 ARGLU1 ARHGAP33 ARHGEF7 BBS1 BRD1 BTN2A1 CBLN1 CD28 CDK5RAP3 CDR2 CEP350 CEP72 CFB CLUH COPS7B CROCCP2 CSGALNACT1 CSRP3 CUL4A CXCL11 CYFIP2 CYP17A1 CYP24A1 CYP3A43 DDX11 DDX51 DEF6 DENND1C DHX9 DKKL1 DNAJC24 DPP4 DPY19L2P2 DUSP11 EEF1G EIF1AY ENSG00000274253 ENSG00000291006 EVL FAM120C FAU FBXW4P1 FLT3LG FOXL1 FUS FYN GABPB1-IT1 GABRA3 GALNT10 GFI1 GNL3 GPATCH8 GPKOW GPX7 GUSBP14 HERC1 HEYL HLA-A HLA-B HOXB9 HSD11B2 HSPA1L IFFO1 IKZF1 IL10RA IL11RA IL17A INPP4A INTS7 IRF2 IRF4 KAT2A KAT6A KCNN3 KHDC1L KLF6 LDHB LIME1 LINC01260 LONP2 LSAMP LTK MACF1 MAEA MAPK8IP3 MAPKAPK5-AS1 MAU2 MEOX1 METTL18 MIA2 MLLT3 MMS19 MPPE1 MSH6 MTERF1 MTMR4 MVB12B MYBPC1 MYH3 N4BP2L1 NAP1L4 NEBL NFATC3 NFYB NOP2 NSUN6 NTHL1 OBP2A OFD1 OLIG2 OR11A1 P2RY10 PASK PCDH12 PCDH8 PCNX2 PDE4B PGS1 PIM2 PKD1P1 PKP3 PLEKHF1 PLPP1 PLXDC1 POGZ POLG POLR1E PRKCH PRKD2 PRPF38B PTCD3 PTCH1 PTGER1 PTPN2 R3HCC1 RAPGEF6 RETREG3 RGL2 RPL23AP32 RPL35A RPL36 RPL4 RPL7 RPS12 RPS17 RPS6 SAFB SEPTIN6 SLC22A1 SLC25A14 SLC25A15 SLC2A11 SLC2A4RG SLC35E2B SLCO1B3 SMAD3 SMYD5 SORCS3 SPOP TESC TESK2 TEX28 TMEM204 TNFSF18 TNK2 TP73-AS1 TRANK1 TRAPPC2 TREH TRPC1 TSBP1 TSC22D2 TSPAN2 TSPAN32 TSPAN6 TSPYL2 TTC22 TUG1 UBE2G2 UBE2N UBIAD1 USP21 VPS13D WDR33 WNT10B ZCWPW1 ZNF14 ZNF250 ZNF337 ZNF451 ZNF500 ZNF544 GSE3982_MAC_VS_CENT_MEMORY_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_MAC_VS_CENT_MEMORY_CD4_TCELL_UP ACO1 ACOT7 ACP2 ACSL1 ACSL3 ADA2 ADAP2 ADGRE3 AGGF1 AHCYL1 AMD1 ANKRD6 AP4S1 APLP2 AREL1 ARHGEF40 ATP5MC1 ATP5MF ATP6AP1 AZI2 BACH1 BLOC1S1 BLTP3B C3AR1 CCDC47 CD14 CD52 CD83 CDA CDK4 CEBPA CENPN CENPU CEP170 CES1 CHKA CHUK CKS2 CLASP2 CLEC2B CLIC1 COQ2 COX8A CPM CPT2 CPVL CSF1 CTSC CTSH CTSS CXCL5 CYBRD1 CYFIP1 CYP51A1 DNAJB6 EBP ECHS1 EIF4A1 ELOB ENOSF1 ENSA EOGT EPHX1 ERCC1 ERP44 ESR1 FAM162A FBXO38 FCGR2B FOSL1 FUCA1 FXYD6 GABARAP GALC GASK1B GINS2 GLRX3 GNA12 GPI GSTT1 H2AC4 HCAR3 HLA-DPB1 HSD17B4 HSPB1 IDH1 INHBA ITGA3 ITGAX IVD KCNJ1 KEAP1 KIF11 KIF1B LAIR1 LASP1 LILRB1 LNPEP LSM3 LYN MATK MBD4 ME1 MIR22HG MPC2 MRPL15 MRPL40 MS4A6A MT1X MTCH2 MTHFD2 MYL9 MYO5A NACC2 NDUFV2 NENF NOP10 NSDHL NTAN1 ORC1 PAM PCLAF PCOLCE2 PDXK PICALM PIK3CB PLA2G15 PLAU PLD3 PLEK2 PMFBP1 PNP PPT1 PRDX3 PRKAR2B PROC PSMA2 PSMB5 PSMD12 PTRH2 PXDC1 QPCT QPRT RAB5IF RCBTB2 RENBP RER1 REXO5 RGS20 RHBDF2 RMDN1 RNH1 RPN1 RRM2 RTN1 SAP30 SCG5 SEL1L SEM1 SH3BGRL3 SIDT2 SIRPA SLC38A2 SLC39A1 SLC43A3 SLC47A1 SLC7A8 SOX4 SQOR SSR3 STX3 STXBP1 SWAP70 TACSTD2 TEX2 TFF3 TIMM17A TIMM8B TK1 TM6SF1 TMEM14B TMEM184C TMEM53 TNFRSF12A TPGS2 TPK1 TRAPPC4 TREM1 TRPV2 TSC22D1 TUBA1C TUBB TXNRD1 UBL4A VAC14 VCP VDAC1 VDR WIPI1 ZDHHC3 GSE3982_MAC_VS_EFF_MEMORY_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_MAC_VS_EFF_MEMORY_CD4_TCELL_DN ABHD17A ACSM3 AKAP9 ALDH8A1 ALDOAP2 AMACR ANKH ANKRD7 ARPC5L ATM BCOR BGN BRD8 BTN2A1 CA6 CABP5 CALML5 CATSPERZ CCNP CD38 CD40LG CDH10 CEP250 CEP68 CHRM2 CISH COQ8A CREB1 CROCCP2 CSRP3 CTAGE9 CTLA4 CXCL11 CXCR6 CYP11B1 CYP17A1 CYP24A1 DAP3 DBT DCAF8 DDHD2 DDX23 DDX50 DEF6 DHX9 DUS4L E4F1 EFEMP2 EIF3I ELAVL3 ENO3 EPHA2 EPPIN ESR2 EZR FAM30A FBXO21 FBXO41 FLT3LG FN3KRP FNBP4 FXR1 FYN GAR1 GDF3 GGA2 GLG1 GRPR GZMM HMGN1 HOPX HOXB9 HSF2 HSPA1L HTR1A HYOU1 IFI16 IFNG IL18RAP IL26 INPP4A IRF4 KCNK1 KCNN3 KHDC1L KIF21B KIFAP3 KIR2DS3 KRT83 LAS1L LHB LIM2 LONP2 LRRC3 LSAMP LTK MAN2A2 MAPK8IP3 MCC MCL1 MEF2D MPPED1 MTERF1 MTNR1B MUC2 MVB12B MYH15 MYO9A NDRG1 NDST3 NKX3-2 NOTCH4 NR2F2 NR3C1 NUFIP1 NYNRIN OR1D2 OR2H1 OSBPL3 PARP8 PASK PAX1 PBX2 PBXIP1 PDE10A PDE4B PDGFD PEX1 PIAS3 PKD1P1 PLEKHF1 PLEKHG3 PMF1 PMS2P3 POFUT2 PPP1R12B PRKACA PRKD2 PRMT2 PRPH2 PTBP2 PTPRN QSER1 R3HCC1 RANGRF RASSF1 RBCK1 RIBC2 RNF125 RPL10L RPL32 RPL35A RPL4 RPS6 RXYLT1 SEC24C SERPINB10 SH2B1 SHBG SLC10A3 SLC41A3 SLC6A2 SMPDL3B SNTG1 SP140 SPAM1 SRCAP SRPX SRSF4 STOML1 STXBP6 SULF1 SYNE1 TCF20 TGFBR3 TLL2 TMEM212 TMEM80 TMSB15B TNK1 TNK2 TPH1 TREH TRIM13 TRPC4AP TUG1 XKR8 YAF2 YY1AP1 ZBTB14 ZC3H7B ZNF14 ZNF184 ZNF365 ZNF574 ZNF665 GSE3982_MAC_VS_EFF_MEMORY_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_MAC_VS_EFF_MEMORY_CD4_TCELL_UP ABCB9 ABCC3 ACO1 ACSF2 ADAM15 ADAP2 ADGRA3 ADGRE3 ADIPOR1 AGGF1 AHCYL1 ALCAM AMOTL2 ANPEP ANXA2P1 ANXA5 APPL1 ARMCX1 ARMCX3 ARMT1 ASPHD1 ATP5MC1 ATP5PF ATP6AP1 BACH1 BAZ2B BCL2L1 BLOC1S1 BRCA1 BTBD7 C3 C8orf33 CALML4 CCDC6 CCL22 CCL8 CD1D CD83 CENPU CERS2 CKS2 CLCN7 CLEC4A CLIC2 CLIP2 CLIP4 CLMN CLN8 CNIH3 COL8A2 COX5B CSF1 CTNS CTSH DBI DNAAF2 DOCK3 DPYSL2 E2F6 ELOC EMC1 ENPP2 ENY2 EPB41L2 ETHE1 EVI5 FAM162A FCHSD2 FRMD4A FST FUCA1 FUT4 FZD5 GALNS GAPDHS GATM GINS1 GNAI3 GNPDA1 GPER1 GSPT1 GTF2IRD1 H1-0 HEBP1 HHLA3 HSPB1 IGFBP7 IL13RA1 IMPACT ITGAX KCNMA1 KDELR2 KIF11 KMO LDLRAD4 LILRA2 LRP3 LYSET MCTS1 ME1 METTL13 MFAP3 MGST2 MGST3 MLST8 MRPL15 MRPL40 MRPS33 MSRB2 MTCH2 MTMR6 NDUFA6 NDUFA8 NDUFC1 NDUFS1 NDUFV2 NFE2 NKAPD1 NRGN NTAN1 OPA1 P2RY13 PAQR5 PBX3 PCTP PDE8A PDXK PHACTR1 PICALM PIK3CB PIP5K1C PISD PLA2G4A PLA2G4C PLAU PLS1 PLXNC1 PNMA1 POLD1 POLR2K PPARD PPIF PPME1 PPP2R3A PRDX3 PROC PSEN1 PSMC4 QPCT QPRT RAB23 RAB32 REPS2 RNPEP RTN3 RUBCNL S100A8 SAT1 SCPEP1 SDCBP SDHB SEC24D SEC61A1 SEL1L SERINC3 SERPINA2 SHB SLC12A8 SLC1A4 SLC25A13 SLC2A5 SLC6A6 SLC7A8 SNX24 SOCS5 ST13 STX7 STXBP1 SULT1C2 TECR TEX2 TIMM17A TIMM8B TM6SF1 TMEM140 TMEM14B TPM3 TRIO TRPV2 TSPAN4 TVP23B TXNRD1 UBE2D1 UBE2E1 UQCRC2 UTP11 VCP ZBTB10 ZNF267 ZNF804A GSE3982_MAC_VS_NEUTROPHIL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_MAC_VS_NEUTROPHIL_DN AATF ABCC5 ACAN ACE2 ACTB ACTR3 ADAMTSL4 ADGRG3 ADH6 AGTPBP1 ANKRD12 APAF1 APOF AQP9 ARAF ARHGAP25 ARHGEF1 ARHGEF18 ARID4A ARPC4 ATP1B2 ATRX AZGP1 BACH1 BAZ1A BBIP1 BIRC2 BLTP3B BTN2A1 BTN3A1 C1RL CABIN1 CALCOCO1 CCNJL CCR10 CD53 CDK12 CDKN2D CEACAM4 CEACAM6 CERNA1 CERS2 CERS4 CHAD CHRM2 CHTOP CKB COMP COTL1 CRHR1 CSGALNACT1 CSNK1G1 CTDSP1 CTDSP2 CX3CR1 DACH1 DEF6 DENND5A DICER1 DUSP2 E2F3 EEF1D EFEMP2 ERO1B ETV7 EWSR1 EXD3 EYA1 FBRS FOXO3 FOXP3 FTH1 GALNT10 GARRE1 GDF3 GFI1 GJD2 GNAQ GNB2 GNMT GPBP1L1 GPR88 GRIA2 GSK3B HAUS4 HBE1 HEXIM1 IFNA5 IFNA7 IFNAR2 IL17A IL1RAP ISG20 ITIH4 JUNB KANSL1L KAT7 KIR2DL4 KPNB1 KRT19P2 KRT23 LPCAT1 LRRFIP1 LSAMP LYN MADCAM1 MAPK8IP3 MARF1 MARK3 MED16 MON1B MORN1 MSL2 MTMR12 MYO16 MYO9B NDST3 NLRP3 NMI NRF1 NXF2 OLAH OR11A1 ORM1 OXT P2RY10 PAK1 PAK2 PARP8 PAX1 PCGF2 PCK1 PDLIM2 PELI1 PIM2 PISD PLBD1 PLXNC1 PPM1E PPP6R1 PPT1 PSAP PSG9 PTAFR PTPRG PUM2 RAB5IF RASSF7 REPS1 S100P S1PR4 SAMD9 SCARF1 SCN10A SCN2B SEC14L1 SERP1 SERTAD3 SH2B2 SH2D1A SH2D3C SIRPG SLC25A14 SLC6A11 SNTA1 SNTG2 SOX10 SPAM1 SPATA1 STC1 STX16 SULF1 SV2A SYNE2 TAP2 TCL1A TESC TFAP2C TMEM47 TNFAIP3 TRANK1 TREH TREM1 TRIM8 UBE2D1 UCP1 ULBP1 UNC5B YIF1B YIPF1 ZMYND8 ZNF394 ZNF44 ZNF473 ZNF692 GSE3982_MAC_VS_NEUTROPHIL_LPS_STIM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_MAC_VS_NEUTROPHIL_LPS_STIM_DN ABCF1 ADAMTS13 AFF2 AKAP4 ALAS2 ALOX5AP ANXA3 APEX2 AQP8 ARC AREL1 ARF4 ART1 ATG3 BAZ2B BCAM BCL2L10 BDKRB1 BTG2 CALD1 CCDC69 CCN2 CD1D CD93 CHRND CHST8 CIB1 CNN2 CROCC CTSG CXCR2 CYFIP2 CYP2A13 DCAF4 DGKQ DNAJC4 DOC2B DPF1 DPY19L1P1 E2F2 EFHD2 EHD1 ELAVL3 ENTPD1 EPHB3 ERCC6 EXD3 EXTL1 F2RL1 FGF4 FICD FOSL1 FRAT2 FUT6 GAB2 GML GRM4 GRP GUSBP11 H2BC21 H3C11 H4C1 H4C6 HAPLN1 HDAC7 HGF HMGA2 HPR HPX HRH2 HSPB6 HTR5A IER2 IFNG IGFBP5 IKZF5 IL22 IST1 ITM2B ITPK1 JMJD1C JMJD6 KCTD20 KIR2DL4 KLF12 KPNB1 LCP2 LHX5 LIMD2 LIN28A LMBR1L LRP10 LRRC3 LRRC37A3 LUC7L2 LZTR1 MAB21L4 MAP2K3 MAP3K10 MARCKSL1 MEGF9 MGAT4A MGRN1 MICAL1 MPP2 MTMR3 NECAP1 NMNAT2 NOMO3 NOP14-AS1 NPTX1 NTSR2 NYX ODF2 OR2F2 OR2W1 P2RY4 PACS1 PAH PCNX1 PEF1 PLA2G2D PLEKHJ1 POLR1G POLR2C POSTN PPP1R11 PPP1R14B PRPS1L1 PRRX2 PSMD13 PTH2R PTPRN2 PTTG1IP RALB RALBP1 RALY RCOR1 RESF1 RIC8A RIMBP2 RUBCNL S100A12 SEC14L3 SECISBP2 SFI1 SFTPA2 SH3D21 SIKE1 SLC12A3 SLC1A6 SLC38A7 SLC3A1 SLC45A2 SLC6A14 SLC7A4 SLC7A9 SLC8A2 SLITRK5 SOX11 SPATA2L SRPK3 STEAP4 TAF7 TCF25 TCF7 TINF2 TLE1 TLR5 TMA7 TMEM177 TMUB2 TP53I11 TPSB2 TRBC1 TRIM33 TROAP TSPAN32 U2AF1 UBE2B UBOX5 USH2A USP4 VAMP2 VNN1 WDR1 XPO6 ZBTB18 ZDHHC18 ZFYVE9 ZNF362 ZNF467 ZNF552 ZNF639 ZNF669 GSE3982_MAC_VS_NEUTROPHIL_LPS_STIM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_MAC_VS_NEUTROPHIL_LPS_STIM_UP ABTB2 ACOT13 ACP1 ACVRL1 ACYP2 ADCY7 ADH5 AHCYL1 AIDA ANXA2P2 APEH APIP ARCN1 ARID5B ARL6IP4 ASPM ATF3 ATG101 ATIC ATP5MF ATXN10 BCAP29 BCAT2 BET1 BHLHE40 C10orf88 C1orf54 CCDC92 CCT6A CDKAL1 CENPN CEP170 CERS6 CHEK2 CKAP5 CLN8 CLNS1A COPB1 COPB2 COQ4 COX8A CPM CPT2 CRIP1 CTNND1 CUL1 CUL2 CZIB DAB2 DCK DDX23 DERA DGKB DNPEP DOLK DPM3 EHBP1 EIF2S3 EIF3G ELOC ENG ENOSF1 ESF1 FAM234B FAR2 FNDC3A FUBP1 GALNT7 GATD3 GLUD2 GNRH1 GOLGA5 GOT2 GPD2 GTF3A HADH HLA-DMA IFI27 IFI44 ITGA2 ITGB1 KARS1 KCNA3 KHDRBS3 KYNU LRPPRC LSM5 MAGT1 MAIP1 MAP4K5 MCM10 MCTS1 ME2 METTL7A MIOS MITF MPDU1 MRPL11 MRPL13 MRPL15 MRPL35 MRTO4 MT1HL1 MTERF1 NAGPA NAP1L1 NDUFA1 NECTIN2 NKX3-2 NOP53 NTAQ1 NUP88 NUP93 OAS1 PAICS PANK2 PBX3 PCGF1 PCNX4 PHF10 PHKB PIGG PJA1 PLCL1 POLR2B POMP PPBP PPID PRC1 PRPSAP1 PSMD8 PTPRA PXMP4 RAB33A RACK1 RANBP1 RCN2 RGS1 ROCK2 RPA3 RPL15 RPL23AP32 RPLP2 RPS13 RPS27 RPS28 RRAGA RTP4 RUBCN S100A10 SAE1 SEPTIN8 SERPINE1 SHQ1 SIK3 SIL1 SLC1A3 SLC25A31 SLC2A5 SLC39A14 SLC39A4 SNRPF SNRPG SNX3 SNX5 STK3 STXBP1 SUV39H2 TARDBP TASP1 TBCE TCF12 TCF4 TDG TIA1 TIPIN TM2D1 TMEM126B TP53BP2 TREM2 TRIP4 TRIP6 TSPAN14 TSPO TTC1 UBE2Q1 UBL5 UCKL1 UNC50 UQCRB WDR43 XRCC5 ZFR ZMYND11 ZNF140 ZNF468 ZNF638 ZNF83 ZNHIT6 ZWILCH GSE3982_MAC_VS_NEUTROPHIL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_MAC_VS_NEUTROPHIL_UP AAMP ABCC10 ABCC3 ABCF1 ABRAXAS2 ACYP1 ADA ADAM10 ADI1 ADSL AGA AGGF1 AHCYL1 AIMP2 ALDH18A1 AP2B1 APOO ARHGEF3 ATP2A2 BAG2 BZW1 C1orf216 C2CD2 CBFB CCL22 CCNA2 CD68 CENPM CEP170 CKAP2 COQ4 CPT2 CRB1 CRYZ CSE1L CSF1 CSRNP2 CSRP1 CTSV CUL2 CXCL5 DDO DDOST DIXDC1 DNAAF5 DNAJC28 DNASE2 DOP1B DTWD1 EEF1E1 ENG ERAP1 ERO1A ETFB FAH FAM114A2 FAM76A FBXO21 FGF9 FKBP3 FOLR2 FTO FUCA1 G3BP2 GET3 GNA11 GNA12 GTF2F2 GTF3A HDAC2 HDHD5 HINT1 HMGB3 HSD11B1 HSPE1 HYAL2 ILRUN IMPG1 INTS5 IRS1 ITFG1 JAG1 LPIN1 LRRC47 LUZP1 MAP2K1 MAPK9 MARCHF3 MATN3 MCCC2 MEAK7 MICU2 MMACHC MMP2 MRPL12 MRPL34 MRPL58 MRPS22 MTO1 MYO1D MYO6 NDUFA8 NDUFC2 NEIL3 NEMF NFE2L3 NME7 NOC2L NOP16 NPRL3 NTHL1 NUP155 ODR4 OTUB2 P4HA2 P4HTM PAAF1 PAN2 PAPSS1 PCBP4 PCMT1 PCNT PEX14 PEX2 PFDN4 PHF10 PKD1P1 PKD1P6 PKM PLA2G4A PLA2G4C PLGRKT POLG PPP1R7 PPP2R3A PRKAA2 PRPF39 PRPF4 PSMD1 PTK2 PTMS PTTG1 QPRT R3HDM1 RAB9A RAN RARS1 RGS10 RIOX2 RITA1 RNF185 RPL8 RPN2 RRM1 RSL24D1 RTCA RUVBL1 SDAD1 SGPL1 SLC20A1 SLC46A3 SNAPC2 SNRNP70 SOCS5 SOD1 SOX4 SPINT1 SPINT2 SPSB1 STAM STOML2 STUB1 SUPV3L1 TACSTD2 TAF1D TBC1D2B TGDS TIMM8B TMEM168 TOMM22 TOP2A TPP2 TRAPPC3 TRIM44 TUBB3 UBR7 UNC119B UPF3A VGLL4 VWA8 XBP1 YBX3 YTHDC2 ZC3H14 ZCCHC14 ZNF184 ZNF207 ZNF629 GSE3982_MAC_VS_NKCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_MAC_VS_NKCELL_DN ACAD10 ADAMTSL4 ADGRA3 ADGRE5 AGT AKAP6 ALOXE3 ANK3 ANKZF1 APBA3 APBB3 APOA1 AQP1 ATP2B4 ATP8A2 BBS9 BIN2 BUB3 C15orf39 CACNA1G CALCOCO1 CAPN10 CBFA2T3 CD247 CDK13 CELSR2 CEP72 CFB CHRNA5 CHST12 CRACDL CSNK1G2 CST1 CST8 CTCF CTDSP1 CYP1A2 CYP2C9 CYTH4 DAZAP2 DBT DEF6 DGKI DNAH2 E4F1 EIF4H ELF4 EPHA1 ERCC3 EXO5 FCGR3B FN3KRP FSTL1 GAB1 GBF1 GCNT4 GFOD2 GNG4 GPBP1L1 GPR171 GPR176 GPR21 GSTA1 GZMM HARS1 HAVCR1 HBZ HCFC1 HEG1 HLA-B HP1BP3 HSF2 ICAM3 IFNA7 IGSF9B IL10RA IL18RAP ITPKB JADE2 KCNA1 KIAA0586 KIR2DL3 KRTAP5-9 LINC01260 LINC01278 LMCD1 LOXL3 LPCAT1 LRIG2 LRRC37BP1 LRRC41 MAL MAPRE2 MARCHF8 MAU2 MCC MED16 MEGF9 MLLT10 MRPL49 MTHFSD MUC3A MX2 MYO16 NAP1L2 NASP NFIB NFIL3 NKX3-1 NKX6-1 NLE1 NMBR NPAS3 NPRL2 NRL NRTN ODF2 OR11A1 P3H1 PCDHGA1 PCNT PCSK2 PI15 PIGH PIGO PIK3C2G PITPNC1 PKD1P1 PKD1P6 PKNOX2 PMP2 POLA1 POLR1F POLR3D PPP1R13L PPP3CC PRKX PROSER1 PTPRD RAB26 RASSF7 RBCK1 RBM14 RBM23 RDH16 RLN1 RNF139 RNF8 RPL37A RPUSD2 RTCB RUSC1 RUSF1 RWDD2B SEPTIN6 SLC10A3 SLC25A15 SLC35E2B SLC37A1 SMPD3 SNTG1 ST8SIA4 STAT4 STK32B STXBP6 SYNE1 SYNE2 SYNGR3 SYT1 TAF1 TBX10 TCTA THAP4 THSD7A TIAM2 TLE2 TLE4 TM6SF2 TMEM204 TMF1 TRAF3IP3 TSPAN1 UNC5B USP39 VCL VEGFC VPS37B VTN WDR45B XKR8 YPEL1 ZBP1 ZDHHC4 ZNF266 ZNF286A ZNF34 ZNF473 ZNF862 GSE3982_MAC_VS_NKCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_MAC_VS_NKCELL_UP ABCG2 ACOT7 ACP2 ACSL1 AHNAK2 AMPD3 ANXA2P1 ANXA5 APOO APPL1 ARHGAP22 ARHGEF40 ASB13 ATP2B2 ATP5PF ATP6V1H BAG4 BEX4 BHMT2 BSCL2 BUB1B C2orf49 C3 C5AR1 CBR1 CCDC6 CCL22 CD83 CDCA8 CDKN1A CENPU CEP170 CISH CLIC2 CLN8 CLPB CMAS CMTM6 CNDP2 COL8A2 COX5B CPM CRLF2 CSF1 CTNNA1 CTNS CTSH CYBRD1 CYP51A1 DLAT DLGAP5 DNAJC12 DNAJC7 DOCK3 DYNC1I2 EIF4A3 ELOC EML4 ENPP2 EPB41L2 EPB41L3 ERP44 FABP4 FABP5 FCGR2B FER FGGY FNBP1L FTH1 GALNS GALNT12 GATM GK GLRX GNG12 GNG5 GPER1 GPR137B GPR63 GSN GTF2IRD1 HBEGF HEBP1 HIVEP3 HLA-DPB1 HMMR HMOX1 HTATIP2 IDH1 ITFG1 ITPRID2 JAG1 JUP KCNJ1 KCNJ2 KCTD12 KCTD3 KIF1C LAMP1 LDHB LRRC8B LYL1 M6PR MACROH2A1 MAD2L1BP MARCHF1 MCFD2 MERTK METTL8 MGST2 MGST3 MIEF1 MKLN1 MMP2 MRPL33 MSRA MYO5A NACC2 NAIP NDUFB5 NDUFB6 NOP10 NRBF2 NRIP3 NUMB NUSAP1 P4HA2 PAQR5 PCBD1 PCLAF PCOLCE2 PDXK PGAM1 PGRMC1 PIK3CB PLA1A PLA2G15 PLAU PLAUR PLEK2 PLIN3 PLXNC1 PMFBP1 PMP22 PPARD PPP2R3A PRDX3 PRSS50 PSMD14 PTEN PTK2 PUDP QPCT QPRT RAB11A RAB11FIP1 RAB4A RBPJ REPS2 RGCC RGS1 RGS16 RMDN3 RNASE4 RXRA SCD SDCBP SERINC3 SHCBP1 SIGLEC9 SLC23A2 SLC25A13 SLC2A5 SLC43A3 SLC47A1 SMOX SNX13 STAC STUM STXBP1 TEKT2 TIMP3 TMEM140 TMX2 TNFSF14 TNS1 TOR3A TRIB1 UCHL1 UGGT2 USP32 USP6NL UTP11 VAC14 VDR VPS37C WWTR1 ZNF589 ZNF804A GSE3982_MAC_VS_TH1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_MAC_VS_TH1_DN ABT1 AKAP12 ALDH18A1 ANGPT1 ANKHD1 AQP8 AQR ARL3 ASF1B ASH1L ASNSD1 ATP8B4 BCL7C BCOR BECN1 BHLHE40 BIRC5 BMAL2 BRF2 BST2 BTG3 CA6 CAV1 CD244 CD247 CD28 CDC123 CDCA4 CDR2 CEP131 CHSY1 CLIC1 CLSPN CNN2 CRLF3 CSE1L CSNK1G1 CTCF CXXC1 CYTIP DDX43 DEF6 DENND1C DGCR8 DGKA DMWD DNAH6 DNAJA3 DNAJC7 DUSP12 EED EIF2AK1 EIF2B3 EIF5B ENTREP3 EOLA2 ERAP2 ERCC2 ERH EVC EZR F2RL1 FKBPL FLOT1 FUBP1 FUS GAD2 GFUS GINS4 GK2 GK3 GNA14 GOLGA8A GOLT1B GPI GTF2A1 GTF2H4 GUCY1B1 GZMM H1-3 HIRIP3 HMBS HMGB3P1 HMMR HSD11B1 HSF2 HSPA2 HTR6 IDH3G IER2 IFI35 IGFLR1 IGSF9B IL10 IL26 IPCEF1 ISG20 ITGA10 ITK KCNA1 KCNK1 KDELR2 KHDC1L KIF23 KIF5C KLHDC8A KNTC1 LAX1 LMBR1L LTB MED20 MYG1 MYH10 NAA35 NCAPG2 NFKBIB NFYC NPRL2 NR6A1 NSUN5 NSUN5P2 NUP155 NUSAP1 ODF2 ORC1 PAFAH1B3 PDGFA PDK3 PDP1 PERP PIM2 PIP5K1A PITPNM1 PKMYT1 PMAIP1 POLD3 POLR2I POLR3D PPP1R2 PPP1R8 PPP3CC PPP6R2 PQBP1 PRB3 PRC1 PRDM2 PRDX3 PRPF4 PRR14 PTBP3 PXMP2 RASA3 RBCK1 RHOT2 RNF4 RPL11 RPL35A RRM1 SAMSN1 SERPINB1 SFXN1 SH2D3C SLC13A1 SLC22A1 SLC5A6 SLC7A5 SMAD3 SNRPA SNRPA1 SNRPB SRP54 SRSF6 SRSF7 SSR2 STMN1 STOML1 SUCO SYNE3 SYNGR3 TAF5 TAP2 TFDP2 TFR2 TIA1 TIMELESS TK1 TLK2 TMEM131L TRAC TRAF5 TUBB U2AF1 USP36 WDR6 WDR82 XRCC2 ZBTB17 ZDHHC13 ZWILCH GSE3982_MAC_VS_TH1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_MAC_VS_TH1_UP ACBD3 ACE ACOX2 AGO4 ANXA4 ANXA9 AP3S1 APLP2 ARAP1 ARHGAP24 ARHGEF17 ATP2C1 ATXN3 BMP2K BMS1P20 C11orf71 CALHM2 CCL8 CCNT2 CD101 CD14 CD68 CD84 CEBPA CEP170 CES3 CHD9 CHMP3 CLCN7 CLIC2 CLN8 CLOCK COMMD10 COMMD8 CREG1 CTNS CTSH CYFIP1 CYSLTR2 DACT1 DEFA6 DEK DENND1B DENND5A DNAI2 DOP1B DPP8 DPPA4 DRAM1 EEF1AKMT3 EFR3A ENG ENOSF1 ENTPD7 EOGT ERI2 EVI2B EYA4 FAM131A FCGR3B FCN1 FOLH1B FOLR2 FOXO3 FTH1 FYCO1 GALC GATM GCA GNAQ GNG12 GPT GRM6 HMOX1 HOMER3 HOXD3 HP HSD17B11 HTRA1 IFNA1 IFNAR1 IL5RA IMPACT ITGAV ITGAX ITGB3 JHY KCNJ1 KIF1B KLF9 KLHL24 LRP1 LTBR LY75 LYSET MAPK1 MAPK1IP1L MARCHF8 METTL22 MMD MMP2 MPC2 MTMR1 MYCL MYO6 N4BP2L1 NAGPA NDRG2 NFE2 NTM OGFRL1 OSBPL8 P2RY13 PAPOLG PGLS PHACTR1 PHYH PIK3CB PLAU PLEKHF2 PLEKHO2 PLXNA1 PMP22 POLR3B PPARD PPM1F PROC PSG9 PXDC1 RABGEF1 RADX RASAL2 RC3H2 RDH14 REPS2 RGCC RGS20 RHEB RNASE2 RTN1 RUFY1 SAMD4A SASH1 SAT1 SCG5 SCPEP1 SDHD SERINC3 SESN1 SGSM2 SIDT2 SIN3B SLC22A18AS SLC25A24 SLC2A5 SLC6A12 SNAP23 SNX13 SNX29 SOCS5 SOS2 SP3P SPAG9 SPRY2 SQOR SWAP70 TACSTD2 TCEAL1 TCTA TLN2 TLR4 TMED7 TMEM127 TMEM9B TMX2 TMX4 TNFRSF1A TP53TG1 TPK1 TRDMT1 TRIM13 TUBA1A TUBB2A TVP23B TXNRD3 UBE2D1 UBXN2B USP12 VAT1 VAV3 VCL VNN1 VNN3P WSB1 WWTR1 YIPF1 ZDHHC7 ZHX3 ZNF263 GSE3982_MAC_VS_TH2_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_MAC_VS_TH2_DN ABI3BP ACTR1B ADA ADGRA3 ADGRG1 AHSA1 ALDOB ANKZF1 APOBEC3G AQP8 ASF1B ATAD2 BACH2 BAG2 BIRC3 BIRC5 C17orf75 C1orf35 CAPN1 CAPN10 CBFB CC2D1A CCDC59 CCNA2 CD247 CD27 CD79B CDC123 CDC25C CDR2 CFI CKS1B CLASP1 CLDN5 CNN2 COQ3 CYFIP2 CYP1A1 DAAM1 DAP3 DCHS2 DCTPP1 DDX39B DDX43 DDX51 DDX52 DEF6 DENND1C DGKA DHX34 DHX9 DIDO1 DLG1 DPH5 DPP4 DPY19L2P2 EIF2B3 EIF3I ELN ENO3 EPB41L4A ERCC2 EXO5 EXOSC5 EZR FAF2 FGF4 FLOT1 GABRD GALNT3 GFUS GINS4 GJB5 GOLGA8A GPR35 GTF2A2 HDC HMGB3P1 HMMR HOXB2 IFNA7 IGFLR1 IGSF9B IMPDH2 ISG20 ITGA10 KAT2A KIF15 KIF21B KIF23 KIF5C KIR2DL4 KLRC3 KRR1 KRTAP5-9 LAS1L LDLRAD4 MAPK11 MBD1 MCM3 MED20 MED24 MEOX1 MPPED1 MRPL23 MRPL3 MRPL35 MUC2 NAA35 NCAPD2 NCBP1 NLE1 NRF1 NSUN5 NTHL1 NUDC NUP133 NUP155 NUP37 OGG1 ORC1 OSM OTUD3 OXSM PCDH12 PGS1 PIP5K1B PITRM1 PMS2P1 PNKP POLR1E POLR2C POLR2I POU3F1 PPP6R2 PRC1 PSMC5 PSMD11 RAB8B RAD52 RAN RASSF1 RBM14 RDH16 REPS1 RFC2 RHOT2 RMND5B RPL11 RPL13A RPL35A RRM1 RRP7A RUBCN RUVBL1 SAP30L-AS1 SCHIP1 SEMA4C SEPTIN6 SF3A1 SHMT1 SLAMF1 SLC25A4 SLC7A5 SMARCD2 SNRPD2 SOD3 SP140 SPINK2 SRCAP SRSF2 STAP1 STAP2 SUCO SYNE2 SYNGR3 TAC3 TARP TDP1 TEX10 TFR2 TMEM109 TMEM131L TMEM143 TMEM39B TOX TRA2B TRPM8 TUBB UMPS VEZF1 WARS2 WDR6 XPO1 XRCC3 ZBTB17 ZBTB33 ZDHHC13 ZNF10 ZNF692 GSE3982_MAC_VS_TH2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_MAC_VS_TH2_UP ABCC3 ACACB ACO1 ACOX2 ACP2 AKR1C3 ALDH3A2 AMIGO2 ANGEL1 ANKMY1 ANOS1 ANPEP ANXA2P1 AP5M1 ARHGAP22 ATM ATP6AP2 AZI2 BCL10 BCL11A C3 CAPZA2 CAST CCL22 CCRL2 CCSER2 CCZ1 CD74 CD84 CDK5 CDKN1A CEACAM3 CEP70 CHFR CHN2 CHRM5 CLCN7 CLIC2 CLN8 CLOCK CPVL CRYL1 CSPG4 CTSH CYTL1 DCAF6 DMXL1 DNAAF11 DNAH17 DNAJB9 DNASE2B DOCK3 DPEP2 DPPA4 EGR2 ENG ENOSF1 ENPP4 EPHX1 ETV5 FABP4 FBXO38 FCN1 FHIT FIG4 FMO5 FMO6P FNDC3B FRAT1 FRMD4A FUCA1 FXR2 FZD5 GALC GATM GCNT2 GMFB GNPDA1 GOLGB1 GPR137B GTF2IRD1 HADHB HBP1 HCAR3 HK2 HLA-DRB1 HP HRH4 HS2ST1 HS3ST2 HSD17B11 IFIT3 IGFBP7 INAVA INHBA ITPR2 KDM7A KIF16B KLHL24 LAMTOR3 LAPTM4A LGALS8 LILRA2 LIN7C LYZL6 MAN2B1 MAP1LC3B MAPK1 MARCHF7 MID2 MMD MORF4L1 MOSPD1 MVB12B MX2 MYO6 NAGLU NDRG2 NRBF2 NRIP3 NTAN1 P2RY2 PAPSS1 PDHX PIK3CB PIK3IP1 PLEK2 PLEKHF2 PLXNA1 PMP22 PPFIA1 PPM1B PPP2CB PRCP PRKAG2 PROC PSEN1 PTK2 RAB36 RAB5IF RAB9A RAC1 RALGAPA1 RASAL2 RENBP REPS2 RHOBTB2 RNASE4 RPS6KC1 S100A10 SCG5 SDC3 SERTAD3 SKAP2 SLC11A1 SLC11A2 SLC25A24 SLC47A1 SLC7A7 SMNDC1 SNX13 SOCS5 SOS2 SPAG9 SPATA2L SPRY2 SST STAB1 STARD8 STEAP1 STXBP3 SWAP70 TBC1D5 TIMP3 TLX2 TMED7 TMEM140 TMEM59 TNPO1 TRAF3IP2 TRDMT1 TREM1 TRIO TSC1 TSPAN4 UBE2D1 UBQLN2 UBTD1 UBXN2B UCHL1 USP12 VAV3 VCL VPS37C WFDC1 YIPF1 ZCCHC14 ZKSCAN3 ZZEF1 GSE3982_MAST_CELL_VS_BASOPHIL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_MAST_CELL_VS_BASOPHIL_DN ABHD5 ACOX1 ACTB ADD3 ADGRE1 AKAP17A ALOX5 ALOX5AP ANKRD55 APBA1 ARAP2 ARHGAP15 ARHGDIB ARHGEF15 ARL4C ATP10D BACH2 BCAR3 BEGAIN BRD7 C3AR1 CA8 CAPRIN2 CCDC198 CCDC59 CCDC69 CCND3 CCR5 CD300A CD48 CDC14A CENPU CEP63 COQ8A CPEB1 CSF2 CTBP1 CTCF CTDSP2 CTSK CX3CR1 CYLD DAZAP2 DENND3 DHX40 DIDO1 DNAJC3 DNTT DUSP1 DUSP11 DYM EPAS1 ETS2 EVL EXOC1 FAM66D FAU FBLN5 FBXL8 FLT3LG FOXJ2 GABRB1 GAREM1 GDPD3 GIMAP6 GIT2 GNL1 GNPAT GRIK2 GSE1 GUSBP11 GZMA H2BC12L HBP1 HBQ1 HBZ HEXIM1 HGF HLA-A HSDL2 HTR4 HTRA2 IFITM2 ISG20 JAK1 KATNIP KBTBD2 KDM5A KMT5B L2HGDH LGALS8 LILRB2 LMBRD1 MACF1 MAP1LC3B MIA MS4A5 MTARC1 MTERF1 MTMR1 MYD88 N4BP2L1 NECAP1 NF1 NIPAL3 NOCT NRDC OSGIN2 P2RY10 PAPOLA PARP8 PCDH1 PCNX1 PDE4D PDE6G PELI1 PHAF1 PIGA PILRA PJA2 PMAIP1 PMS2P2 POLR2A PPP2R5A PSMA2 PTGES PTPN2 PTPRC RAB31 RAB4A RAD51B RAMP1 RASSF2 RB1CC1 REM1 RNF10 RNF38 RPF1 RPL31 RPL34 RPL7 RSRP1 RTF1 SAP30L SATB1 SCCPDH SELPLG SEMA3C SFXN1 SIAH2 SINHCAF SKP2 SLC4A1AP SLCO3A1 SLTM SMC4 SMPD3 SPTBN1 STAT5B SUPT20H SYNE1 TCAP TCL1A TMEM140 TMEM156 TMEM164 TMEM230 TMEM50A TMEM59 TMSB10 TNFRSF11B TNFSF11 TRANK1 TRBC1 TRIM25 TRIM37 TTF1 TTLL5 UBB UBE2D2 UBE2J1 ULBP2 USF2 USP15 UTRN VAMP4 VCL VCPIP1 WASF2 XRCC1 YPEL5 ZCWPW1 ZFY ZFYVE16 ZNF106 ZNF205 ZNF211 ZNF292 ZNF395 GSE3982_MAST_CELL_VS_BASOPHIL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_MAST_CELL_VS_BASOPHIL_UP AARS1 ABCF2 ABCG5 ACTN3 ADI1 AGTR2 AIMP2 AKT3 ALDH1A1 AMHR2 AMIGO2 ANKRD40 ANO10 AP3D1 AP5S1 ARL4A ATG101 ATG7 ATP13A3 ATP8A2 B4GALT5 BCKDHA BFAR BPI C12orf29 C19orf53 C1orf159 CADPS CALM3 CAMSAP2 CAST CC2D1A CCT3 CD101 CEP70 CERS6 CFAP74 CLIP4 CLNS1A CMA1 COA1 CRLF2 CTNNAL1 CTNND1 CTSL CUL2 CYP11B1 DBT DCTPP1 DNAH2 DNAJB12 DNAJC15 DPH2 DPH5 DSTN DUSP14 DYRK1B EIF2B3 EIF3I EIF4A1 ELK4 ENDOD1 ENO1 EPB41L3 ERP29 ESD ESF1 F2RL2 FAM171A1 FAM3C FCGR2A FGFR4 FPR3 FUCA1 GABRA2 GFOD1 GFOD2 GFPT2 GGH GRIN2A GTPBP4 H2AC16 HIGD1A HNMT HOXC11 HSD17B12 HSPD1 HYOU1 IARS1 IL10 INSL4 IQCA1 ITGB1 LINC00474 LINC01278 LMNB1 LPCAT3 MAGEC2 MAPK6 MARCHF3 MC1R MEIS2 MIS12 MLXIP MRM1 MRPL35 MRPL4 MSANTD2 MSMO1 MTPAP MYH7B MYO9A NDUFB8 NFS1 NME1 NPVF NQO1 NR0B1 NRBP1 OLFML2B OPA1 OTC P3H1 PARK7 PCOLCE PGLS PIGN PIP4K2B PLEKHG6 PNMA1 PPP1R3A PPP3R1 PPT1 PRKAR2A PSMD12 PVALB QDPR RAI14 RANGRF RDH8 RGS13 RTL8C RTN2 SCLY SCN3A SEC14L5 SEH1L SEPTIN9 SERPINH1 SGK2 SHLD2 SHQ1 SLC12A8 SLC16A2 SLC29A3 SLC2A5 SLC30A1 SLN SOCS5 SORT1 SPA17 SPP1 ST13 STOM STUM STXBP1 STXBP2 SUPV3L1 TAF11 TASOR2 TCEAL9 TEX10 TEX2 TG TGFB1I1 THBS3 TMEM223 TMEM33 TMEM8B TMSB15B TOMM34 TRAP1 TRIAP1 TSC22D1 TUBB2A TXNDC9 UBA5 UBL4A UGGT2 VBP1 VEGFA WDR12 WDR74 WDR77 YBX3 YWHAQ ZPR1 GSE3982_MAST_CELL_VS_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_MAST_CELL_VS_BCELL_DN ABCA7 ABCB7 ADAR ADCY8 ADK ALMS1 ALOX12P2 AMPD2 APOLD1 ARID5B ARL4C ATF7IP2 ATP8B2 BCL7A BCS1L BICD1 BTG1 C10orf95-AS1 C1orf115 CCDC198 CCNE1 CCR7 CD40LG CD48 CD72 CD8B CDR1 CHTOP CKAP4 CLEC2D CMTR1 CNTNAP2 CNTNAP3B COG7 COQ8A CTCF CTNNB1 DENND3 DENND4B DHX58 DIDO1 DUS2 EBI3 EIF2AK3 ENTPD1 ETV4 EVL FA2H FAM169A FAM30A FBXO41 FCER2 FCGR2B FCMR FMO1 FOLH1B FURIN GABRB3 GALNS GDPD3 GFOD2 GLDC GNA12 GNL3LP1 GTF3A GUSBP11 H2AC6 H2BC7 HAUS2 HLA-DMB HLA-DOB HLA-DRA HLA-DRB1 HLA-DRB6 HOPX HOXC4 IGLL3P IL13RA1 IL15 IL27RA IL6 INPP4A IRF4 IRF8 JADE3 JAK1 JAM3 KCNA3 KCNC4 KLF2 KLF8 KLHDC4 KLHL25 KYAT1 LAMB4 LCK LIG1 LIN37 LRRK1 LRRTM4 LSS MAGEF1 MAP4K2 MBL2 MPHOSPH8 MREG MSL3 MTSS1 MX2 NAA40 NAT8B NMT1 NOP53 NRXN1 NSUN5 NT5E NTAN1 OAS2 P2RY10 PAX5 PDK1 PDLIM1 PDP1 PIP5K1B PLAAT2 PLD2 PMS2P2 PNRC1 POLG POLR1G PPFIBP1 PPP1R2 PPP3CC PRORP PRSS16 PSME1 PSME3IP1 RAB36 RAB4A RABGAP1 RARS2 REPIN1 RGS3 RHOH RTP4 RUBCNL SARS2 SERINC2 SETBP1 SEZ6L2 SFI1 SGPL1 SGSH SH2D3A SINHCAF SIRT7 SKAP1 SLC25A16 SLC25A28 SLC37A1 SLC7A6 SMC1A SMPD3 SMYD2 SNCG SNN SPINK2 SPTBN4 STK17B STS STUM SYNE1 SYNE3 TCIRG1 THADA TMEM156 TMUB2 TNFRSF13B TOP3B TOR1A TP63 TRAPPC2 TRIM25 TRPA1 TRPV6 TTC9 UBE2J1 UCP2 URB1 UVRAG WDR82 WWC3 ZCWPW1 ZDHHC14 ZNF211 ZNF395 ZNF586 GSE3982_MAST_CELL_VS_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_MAST_CELL_VS_BCELL_UP A4GNT ABCC4 ABHD6 ACOT9 ADGRA3 ADGRE3 ADI1 ADRA2C AKAP12 ALAS1 ALDH1A1 ANXA9 APMAP ARRB1 ATP10A ATP12A ATP5F1C ATP5IF1 ATP8A2 BACE2 BHLHE40 BMERB1 BMP1 BPI BST1 CACNA1F CACNA2D2 CALU CAMSAP2 CAVIN2 CCDC68 CCL2 CCL23 CCN3 CD300A CD44 CEACAM8 CHMP3 CLDN6 CLEC4M CLTC CNIH3 COL14A1 CORO2A CRISP3 CRLF2 CST7 CTSO CTTN CYFIP1 DAPK1 DCTN6 DENND1B DEPTOR DHCR24 DRAM1 DUSP10 DYNLT1 EEF1AKMT3 EFHC2 EIF5A2 ELOVL4 ELOVL6 ENY2 ERO1A EXTL2 F13A1 FAM171A1 FAM200C FBP1 FCER1G FCGR3B FLOT1 FOSL1 FOXO3 FRMD4B FRMPD1 FSCN1 FYN GABARAPL1 GADD45A GLUL GPD1L GPR31 GRB10 GSN GTF2H5 H3-3B HAUS6 HES2 HK2 HNMT HOXB6 HP HRH1 IDH1 IL18RAP IL1R1 IPCEF1 IPO7 ITK ITPRID2 KPNA2 KRT6A KRTAP1-1 LANCL2 LAPTM4A LAPTM4B LEPR LIPA LMNA LMNB1 LRP12 LYSET MAB21L1 MANSC1 MED21 MFGE8 MS4A4A MT1H MTFR1 NDUFB6 NEUROG2 NR0B1 NUPR1 OLA1 OSBPL3 OTULINL P2RX1 P4HA2 PAPSS1 PCDHB11 PCOLCE PCTP PHACTR2 PIK3R1 PKP4 PPM1H PPP1R3A PPP1R3D PRDX6 PROCR PSMC2 PSMD1 QPRT RAD23B RCAN1 RECQL4 REPS1 RGS10 RHOBTB1 RMND5A RNF146 RSAD2 S100A8 SCCPDH SEC14L4 SEM1 SEMA4C SERINC3 SIGLEC6 SIN3B SLAMF8 SLC25A15 SLC27A2 SLC30A4 SLCO1C1 SMARCD3 SMIM7 SMYD3 SOCS2 SORBS1 SOX13 SOX4 SPA17 SPP1 SPRY2 SST ST3GAL6 ST7 STX11 STX1A SV2A TALDO1 TAOK3 TBX3 TBXAS1 TM6SF2 TNPO3 TP53BP2 TREM2 TSC22D1 TTC38 WIZ WT1 YES1 ZFR2 ZNF155 ZNF175 ZSCAN31 GSE3982_MAST_CELL_VS_CENT_MEMORY_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_MAST_CELL_VS_CENT_MEMORY_CD4_TCELL_DN ACHE ACVR2A ADAM8 ADD3 AKR1C1 ANKRD11 ANKRD2 ANKRD36B ANKRD55 AP1AR ARFGAP1 ARHGAP24 ARHGAP5 ARL4C ARMCX2 ATP1A1 BBOF1 BBS1 BOK C1S C1orf115 CAMTA1 CASK CCND3 CD28 CD4 CD8B CDR2 CHKB CHTOP CLDN16 CLEC2D CLK4 CLUAP1 CMTR1 CSPG4 CYB561 CYP27B1 DDX51 DEF6 DIDO1 DLG3 DPF1 DUSP2 EGFR EIF1 EIF2B5 EIPR1 ELOVL4 EPCAM ERC2-IT1 ERF EVC EVI2B EZH1 FCHSD2 FHL1 FRMPD1 GALNS GARRE1 GIMAP6 GINS4 GIP GLRA3 GMEB2 GPC3 GSTM2 H2AJ HLA-B HLA-J HNRNPA1 HOOK1 HRH3 IFI44L IFNG IFT88 IL11 IL23A IMPG1 INPP4B IRAK4 IRF7 ITGAL ITK JAK1 KIF1B KIF2A KIR2DL2 KLF2 KLHL22 LIMD2 LMBR1L LTB4R2 LYPLA2 MACF1 MAL MBL2 MBP MCMBP MED25 METTL4 MPPE1 MREG MROH9 MTMR1 MUC2 NECTIN3 NRXN1 OBP2A OR1A1 ORC6 OXLD1 P2RY10 PALM PCID2 PCNX2 PGGHG PHOX2A PIM2 PKD1P6 PLEKHG3 PNRC1 POLG PRKY PSD3 PTCD2 PTPN2 PTPN4 PXMP4 PYY2 QSER1 RAB35 RAB40C RAD54B RAD9A RAPGEF6 RFPL3S RHOH RPL4 RPL5 RPP25 RPS13 RPS4X RRAS2 RSRP1 RUFY3 SARS2 SATB1 SBF1 SCGN SCN3A SEPTIN7P11 SEPTIN9 SF3B1 SFI1 SGPL1 SH2D1A SH3BGR SIVA1 SLC10A2 SLC25A28 SLC7A6 SOD3 SORBS3 SP3P SPOUT1 SREK1IP1 STK17B SUPT7L SURF2 SYNM TAF5 TAFAZZIN TCF7 TGS1 TLE2 TM4SF1 TMEM204 TMSB10 TP73-AS1 TPR TRAF3IP3 TREX1 TSPAN32 TXK UBIAD1 UCP1 UIMC1 USP13 USP20 USP25 WAPL ZC3HAV1 ZCWPW1 ZNF264 ZNF292 ZNF493 ZNF665 GSE3982_MAST_CELL_VS_CENT_MEMORY_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_MAST_CELL_VS_CENT_MEMORY_CD4_TCELL_UP ABCA1 ABCA3 ACSL1 ACSL4 ACY1 ADGRA3 AGPAT4 ALDH1A1 ALDOA AP4S1 APC APMAP ARHGEF6 ARL4A ATP2A2 ATP5F1B ATP6V0D1 BASP1 BLVRA BST1 C1orf216 C5AR1 CAPRIN1 CAVIN2 CCL23 CCT5 CDC42BPA CEBPG CENPU CERS2 CHFR CHKA CHN2 CHST11 CHST15 CKS2 CMA1 COA3 COBLL1 COMMD4 COPB2 CORO1C COX7A2 COX8A CRNKL1 CSF2RB CSNK2B CSRNP2 CYFIP1 DAPK2 DCAF6 DCTN6 DDX41 DOCK6 DPY19L1 DRAM1 DST DUSP10 DUSP6 EIF4A1 ENPP2 ENPP4 ENSA ENTREP3 ENY2 EOGT ERP44 ETNK1 ETV5 EXTL2 FCER1A FCER1G FCGR2C FECH FES FLOT1 FOSL1 GALC GNS GPD1L GPI GSN GSTT1 GTF2H5 HEATR6 HEXA HMGCS1 HS3ST1 HSD17B4 HSP90AB1 IDI1 IFNGR1 IGF2BP3 IL1RN ILF2 ITGAX KATNBL1 KCNH2 KLHL2 LPXN LYL1 LYN LYST M6PR MAD2L1BP MAFG MAPK1 MARCHF2 MED21 MEIS2 METTL7A MFAP1 MKLN1 MOB1A MRPL15 MRPL40 MS4A6A MSRB2 MT1M MTCH2 MTHFD1 MYO1D NAGK NBN NDRG2 NDUFA4 NDUFB4 NDUFS6 NDUFS7 NME1 NOP16 NPL NQO2 NTRK1 NUDT1 PAPSS1 PCOLCE PDSS1 PICALM PINLYP PIR PLA2G15 PLTP PLXND1 PMEPA1 POLR2L PPIP5K2 PPM1H PROCR PSMC6 PTAFR QPRT RAB31 RAI14 RASSF2 RENBP RHOQ RREB1 SEL1L SLC27A2 SLC30A1 SLC48A1 SMYD3 SOCS5 SOX4 SPP1 SPRY2 SQSTM1 STK3 TALDO1 TBK1 TCN2 TIMM8B TKT TMEM53 TMEM70 TMSB15B TNPO3 TPSG1 TRAPPC4 TRHDE TSC22D1 TST TUBA1C TUBB3 TXNRD1 UQCRFS1 USP22 USP48 VDAC1 WARS2 WBP4 WDR12 WIPI1 XPNPEP1 YBX3 ZFP69B ZNF804A ZNHIT1 GSE3982_MAST_CELL_VS_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_MAST_CELL_VS_DC_DN ABCB4 ACADSB ACOT7 ACOX1 ACVR2A ADAM10 ADIRF AHCYL2 AKR7A2 ALCAM ANKRD11 ANPEP ANXA11 ANXA2P1 ARMCX1 ARSB ASPHD1 ATF3 BARD1 C1orf115 C22orf31 CA2 CARD9 CCDC106 CCL1 CCL22 CCNH CCR5 CD1E CD209 CD36 CD47 CDS2 CERT1 CHST7 CKAP4 CLIP4 COQ8A CRH CSRP2 CTSH CTTN CXCL9 CXCR2 CYB5A DCSTAMP DDO DIAPH2 DNAJC10 DNPEP DOC2B DUSP2 EPCAM EVC FA2H FBXO21 FCER2 FCHSD2 FKBP5 FN1 FPR3 FSD1 GALNT12 GAS2L1 GASK1B GH1 GNA11 GPC1 GPD1 GPT GTF2IRD1 GTF3C5 GUCA1A GUSB H3C1 HECTD3 HFE HIVEP3 HK3 HLA-DMA HLA-DMB HLA-DQB2 HLA-DRA HLX HPCAL1 HSD11B1 IGF1R IL10RA IL13RA1 IL15 IL1R2 IL1RN IL9 INF2 IQSEC2 IRF8 ITPKB KCNJ1 KCNQ1DN KIF1B KIR2DL2 KLF8 KLHL22 KMO KYNU LAMP3 LIMA1 LIME1 LIPA LPAR1 LRRFIP2 LTBR MAPK1 MATK MCOLN3 MCUR1 MDH1 MEP1A MKLN1 MLX MPZL1 MTMR1 MYF6 MYOF MYOM2 NANS NDOR1 NFKBIE NPC1 NPR1 NTN3 NUDT13 NUDT9 OAS1 ORC6 OTUB2 PDLIM4 PEX19 PILRA PLEKHS1 PLXNB2 PPP2R3A PRDX3 PRKAR2B PSEN2 PTPRA RAB11A RAB20 RAB23 RAB31 RAB8B RAMP1 RAP1GAP RASAL2 RBMS2 RETREG2 REX1BD RGS14 RHEB RIPK4 RNASE6 RPP25 RXRA SAMHD1 SCAF11 SCARB1 SCPEP1 SDC2 SDC4 SEMA6A SFT2D2 SHFL SIGLEC7 SLAMF1 SLAMF8 SLC1A4 SLC31A2 SMCO4 SNX13 SNX27 SORT1 SPP1 STAT2 SYK SYNGR1 TACSTD2 TCIRG1 TMCC1 TPD52 TRIM14 TSPAN9 TUBB6 TUT7 ULK2 VASH1 VOPP1 WIPI1 WNT5B ZNF706 GSE3982_MAST_CELL_VS_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_MAST_CELL_VS_DC_UP ABCC1 ABI3BP AGRP AKR1C4 AMIGO2 ANKRD27 ANKRD28 AREL1 ARF1 ARHGAP15 ARHGAP6 ARHGEF6 ASMTL ATP10A BCL2L2 BEGAIN BPI BRD7 BRD8 BTK C3AR1 CA14 CARMIL1 CBL CCNA1 CCNB1IP1 CCT4 CD247 CFL1 CIRBP CLC COA4 COLGALT2 COQ10B CPSF7 CSPP1 CTCF CUTC DCTN6 DDIT4 DEPTOR DOLPP1 DROSHA DSG1 DST DUSP10 DYNC2H1 EFCAB14 EFHC2 ENSA ESYT1 FAM171A1 FBN1 FOXJ2 FRMPD1 FYN GABRB2 GATA1 GLOD4 GRB10 GTF2H2B H4C11 HECW1 HEY1 HMG20A HOXB9 HYOU1 IL18R1 ILF2 INPP5A IRF9 ITGA4 ITGA8 ITIH2 JADE3 KIF13B KIF21B KLRG1 LARP7 LARS1 LINC01278 LMNB1 LTC4S MAGEC1 MAGED1 MAK16 MAOB MAP7D3 MDC1 MED21 MED6 MEFV MEIS2 MON1B MS4A3 MYB NBEA NCALD NCBP3 NDUFB4 NECAP1 NOX4 NREP NSA2 NT5E NTRK1 OR1G1 OSBPL3 PASK PCDH8 PCDHGA3 PCF11 PCTP PEX2 PEX3 PGBD5 PINLYP PKMYT1 PLAGL2 PMP22 PNO1 PNP POGLUT2 PPM1H PPP4R3B PPRC1 PRKCSH PRSS2 PSAT1 PTBP1 PTGS2 RANGRF RBM14 REN RETREG3 REXO5 RFX5 RGS9 RHOBTB3 RHOH RMND5A RNF144A RPF1 RPL26 RPL34 RPL36 RPL36AL RPL6 RPLP1 RTL8A SAE1 SINHCAF SLC24A3 SNRPD3 SOCS2 SQSTM1 STAT3 STC2 STX1A STX3 TAL1 TCF25 TESC TFG TIPRL TMEM258 TMEM268 TMOD1 TMSB15B TOX TRA2A TRAPPC2 TRIM44 TRIO TRMT5 TRMT9B TRRAP TSC22D1 TSG101 TSPAN6 TSPYL2 TTC19 TTC31 UBE2L3 USP11 VWA5A WWC3 YLPM1 ZCCHC24 ZMYND8 ZNF175 ZNF22 ZNF23 ZNF646 ZNF665 ZNF711 ZNF81 ZWILCH ZXDC GSE3982_MAST_CELL_VS_EFF_MEMORY_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_MAST_CELL_VS_EFF_MEMORY_CD4_TCELL_DN ACAP1 ADAM15 ADAMTS8 AGTR2 ALDH3B2 AMPD2 ANGPT1 ANKRD7 ARAP2 ARHGEF10L ARL4C ASB4 ASB8 ASMT ATP4A ATP9A AZGP1 CADPS2 CATSPERB CCL22 CCND3 CD47 CD48 CELA3A CEMIP CLEC2D CLIC5 CLUHP3 COL10A1 COL14A1 COQ8A CPN2 CPSF4 CREB1 CRYM CTAGE9 CTRL CX3CR1 CYP24A1 CYP4B1 CYTH1 DCAF1 DIDO1 DLG3 DLK2 DLX4 DOK2 DPY19L2P2 DUSP2 EEF1B2 EEF1G EIF3E EPS8L1 ETAA1 EVL EZH1 FASN FGF12 FGF18 FKRP FLOT2 FOXO3 FURIN GARRE1 GCH1 GHSR GIMAP6 GNAZ GOSR2 GRM2 GSTM2 GYPB GZMH HOPX HOXC4 HSPB2 HTR1A IFNG IL18RAP IL26 INSL5 IPCEF1 IRF1 IRF7 ITK JAK1 KCNA3 KCNC4 KIR2DS2 KIR2DS5 KLHL18 LBX1 LIPE LOX LRRTM4 MAEA MAMLD1 MAP3K9 MCF2 MED14OS METRN MFAP5 MLLT1 MREG MRPL49 MSL3 MTMR12 MYO1C MYO9A MYT1 NCKIPSD NEUROG2 NKG7 NSUN5 NTAN1 OGFOD1 OMD OPTN OR2H1 OXLD1 P2RY10 PAH PDE3A PHOX2A PIWIL2 PLEKHG3 PMEL POLR2C POU3F4 PPP3CC PPP4R3B PRKCH PRKD2 PRSS53 PTK2B PTP4A3 PTPN4 PTPRCAP PTPRH PYGM PYHIN1 RAD9A RCAN3 REM1 RFC4 RHOH RNF44 RPL14 RPL37A RSRP1 S100A10 SATB1 SEPTIN9 SERPIND1 SFI1 SGSM2 SH2D1A SHBG SIDT1 SIM1 SKAP1 SLC1A2 SLC28A3 SLC34A1 SLC35C1 SLC39A9 SLCO5A1 SNCG SP140 SPINK5 SPOCK2 SRSF5 SZRD1 TAC1 TGFBR3 THAP4 TMEM134 TMEM156 TPH1 TRAF1 TRPC7 TTLL5 UBAP2 UIMC1 USP20 USP25 WAPL ZNF211 ZNF276 ZNF281 ZNF335 ZNF493 ZNF532 ZNF556 ZNF75D GSE3982_MAST_CELL_VS_EFF_MEMORY_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_MAST_CELL_VS_EFF_MEMORY_CD4_TCELL_UP AARS1 ABHD6 ACSL1 ACY1 ADGRA3 ADI1 ADM ALAS1 ALG5 ALOX5 AMHR2 ARHGAP6 ARHGEF6 ARL4A ARMC9 ARMCX3 AVL9 BACE2 BASP1 BAZ2B BCAT1 BHLHE41 BLCAP CBLIF CBS CDC42BPA CHKA CHN2 CLIP2 CMC2 COBLL1 CPLX2 CRISP3 CRLF2 CSRNP2 CTR9 DAB2 DAD1 DAPK1 DCTN6 DUSP10 E2F6 EMC7 ENPP2 ENY2 EPAS1 EPB41L2 EPB41L3 ESYT1 ETV5 EXOSC1 EXTL2 FADS1 FAM200C FAT1 FBP1 FCGR2C FECH FES FLNB FLOT1 GABRB2 GALNT2 GALNT3 GLRX2 GMPR GSPT1 H1-0 HEY1 HIGD1A HNRNPH2 HS2ST1 HSPA4 HSPA9 HSPB1 HYOU1 IDI2-AS1 IMPACT INPP5A ITGBL1 KIAA0753 KIF23 KLHL2 LAP3 LARP1 LGALS8 LPXN LRP12 LRRC20 LTBR MAFG MARCHF3 MCUR1 MED20 MED21 MEIS2 MFAP3L MITF MPST MRPL15 MRPL40 MRPS33 MSRB1 MTFR1 MTHFD1 NBEA NDUFA4 NQO2 NRP1 NUP93 OPA1 OSGIN1 PDE8A PDIA4 PDIA5 PEBP1 PICALM PIK3C3 PINLYP PISD POLB PPM1H PPP3CA PRDM13 PRDX6 PSMB5 PSMC4 PSMD12 QPRT RAB7A RDX RECQL4 REXO5 RGS19 RSL24D1 RTN2 S100A8 S100A9 SC5D SCCPDH SCML1 SDF2L1 SEC62 SEL1L SELENOP SEPTIN2 SERINC3 SERPINB6 SH2B3 SH3BP4 SIL1 SLC12A8 SLC15A3 SLC24A3 SLC48A1 SLFN12 SMARCD3 SMYD3 SNN SOCS5 SORBS1 SSBP1 ST13 STAB1 SUOX TAF10 TAL1 TBC1D8 TEFM TFG TIMM8B TKT TMEM164 TMEM268 TMEM70 TMSB15B TMX2 TNFRSF10B TNS3 TRAK1 TRIM44 TSG101 TUBA1B TUBB3 TXNRD1 UBAC1 UBE2I WASHC5 WBP4 WDR41 WT1 YLPM1 ZCCHC24 ZFAND1 ZKSCAN4 ZNF124 ZNF175 ZNF410 ZNF516 GSE3982_MAST_CELL_VS_MAC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_MAST_CELL_VS_MAC_DN ACOX1 ACP2 ADAM9 ADAP2 ADGRE3 ADH5 ADK AK4 ALCAM AOX1 AP2B1 ARMCX1 ARMT1 ASPHD1 ATN1 ATP1A1 ATP2B2 BAG4 BCL2L1 BLCAP CAPZA2 CCR5 CD36 CD47 CDK16 CELSR1 CLCN7 CLEC2B CLIP4 CLPTM1 CNIH3 CREBL2 CSPG4 CTNNA1 CTSS CXCL5 CYFIP1 DAB2 DDO DDX52 DEF8 DNAJB14 DNASE2B DOCK3 EEF1AKMT3 EIF5B ELOC EML4 ENG EPAS1 EPB41L3 EPCAM ERO1B ETHE1 FABP4 FAM200C FCHSD2 FDX1 FKBP5 FLNA FOXO3 GABARAPL3 GABBR2 GALNS GASK1B GGA2 GIMAP5 GINS4 GLRX2 GNL1 GPT GRAMD1B GTF2IRD1 GUSB H2AC16 H4C2 HEXA HIVEP3 HLX HMCES HMGB3P30 IFNA1 IL10RA IL13RA1 IL27RA IMPDH1 INF2 INHBA INSM1 IQCG ITGA3 ITGAM JCHAIN JUN KCNJ1 KIF2A KLHDC3 KMO KPNA2 L2HGDH LRP1 LTBR MAN2B1 MANEA MARCHF1 MATK MCM5 ME1 MED1 MFSD1 MITF MKLN1 MPZL1 MPZL2 MRTFB MTF1 MXI1 NAGPA NANS NCSTN NEU3 NFAT5 NR6A1 NSF OPTN PARP8 PCOLCE2 PDXK PHACTR2 PIK3C2G PILRA PLEK2 PLS3 PPARD PPP2R3A PPT1 PRORP PSMA6 PSMD12 PTMS QSER1 RAB17 RAB36 RAB8B RABGGTB RAC1 RAI14 RBL1 RC3H2 RHEB RHOQ RMDN3 RNASE6 RNF40 RP2 RPP25 RPS6KB1 RXRA S100A10 SCARF1 SCPEP1 SERPINB8 SIRT2 SLBP SLC6A12 SLC7A8 SNX13 SNX5 SP3P SPAG9 SRSF11 STAT1 STX2 TEX2 TGFBR1 TMED5 TMEM134 TMEM140 TNFRSF12A TNFRSF1A TNFSF14 TPK1 TREM2 TRIM25 TRPV6 TUBB6 UBAP1 UCHL1 UCHL3 USP12 VWA8 WAPL ZDHHC7 ZNF706 ZNF804A GSE3982_MAST_CELL_VS_MAC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_MAST_CELL_VS_MAC_UP ABHD6 ACSM3 ACTB ADAMTS3 ADI1 ALDH18A1 APEX1 ARHGAP25 ARL4C ASS1 ATP5IF1 ATP8A2 ATP8B4 ATXN7L3B BMP2K BRD8 BRF2 CACNA2D2 CASP6 CAVIN2 CCNA1 CCNT2 CD226 CD38 CDC23 CDK4 CHN2 CLK1 CNN2 CTBP1 CTCF CTR9 CUTA CYFIP2 DCUN1D4 DESI2 DNAH17 DNMBP DOCK9 DUSP10 DUSP12 DXO ECHDC2 EIF2AK1 ELK4 ESYT1 ETV5 EXOSC1 FAM216A FAM30A FBN1 FBXO11 FBXW4 FLOT1 FOXJ3 GAR1 GDF3 GFOD2 GMPR GOLGA8B GPR6 GPX7 GSTA4 GUCY1A2 HAUS5 HERC1 HMG20A HMGN1 HNRNPDL HSD17B10 HSF2 HSPA2 IDO1 IFITM1 IFRD1 IGF2BP3 ITK ITM2C JAK1 KHDRBS2 KIF21B LGALS8 LIPT1 LPAL2 LRRC20 LUC7L2 LYL1 MAEA MAST4 MED20 METTL18 MINPP1 MIS12 MKRN1 MLC1 MRFAP1L1 MTG1 MUC2 MUTYH MYH7B N6AMT1 NCBP3 NCR3 NLE1 NPRL2 NTRK1 ONECUT1 P2RY10 PCID2 PCMT1 PDE4D PEX11B PGBD5 PHIP PLA2G4A POLA1 PPP1R3D PPP3R1 PRKACA PRKDC PUM2 PURA RANBP1 RBM10 RBM26 RCL1 REG1CP RERE RGS10 RHOBTB3 RNF8 RNPS1 RO60 RPL11 RPL21 RPL26 RPL35A RPL36 RPS3 RPS4X RSL24D1 RTN3 SEMA3E SEMA4C SET SF3B5 SKIC8 SLC10A3 SLC2A11 SLF2 SLFN12 SLK SMYD3 SNW1 SORBS1 SP3 SRPK1 SRPRB SRSF5 STAG2 STAT5B STK26 STK32B TAF1D TAOK3 TEX10 TFAM TFDP2 TLE3 TMEM14A TMEM74B TMOD1 TMX4 TP53 TRA2A TRPM8 TSPYL1 TSPYL4 TTC19 TUG1 URB1 UTP20 WDR33 WDR70 WDR74 WDR82 ZBTB33 ZCCHC24 ZFAND1 ZFTA ZFYVE9 ZKSCAN4 ZMYND8 ZNF10 ZNF137P ZNF155 ZNF510 ZNF529 ZXDC GSE3982_MAST_CELL_VS_NEUTROPHIL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_MAST_CELL_VS_NEUTROPHIL_DN ABCD1 ACOX1 ACSL1 ADAM11 ADAM15 ADIPOR1 AGMAT AOX1 APAF1 APOLD1 AQP3 ARAP1 ARAP3 ASAP1 AZGP1 BAZ1A BCL6 BIRC7 BLTP3B BMAL1 BMX BTN3A1 C5AR1 CABIN1 CADM4 CCN2 CCNJL CCZ1 CD14 CDC42EP2 CDKN2D CEACAM3 CHRD CSAD CSRP2 CTDSP2 CX3CR1 CXCL14 CYP4F11 CYTH4 DAZAP2 DENND5A DGAT1 DHTKD1 DLK2 DNAJC4 DOCK5 EFHD2 ELL ERF ETV7 EVI2A F2RL1 FBXO22 FBXO42 FLOT1 FMO1 FOLH1B GIT2 GK GLRX GMIP GNAQ GPR162 GPR87 GRIA2 GSTA3 H3C2 HDAC9 HERC3 HEXIM1 HNRNPH2 HOOK1 HTR2A IFI16 IFIH1 IFITM1 IKBKG INPP4A INS IP6K1 IPCEF1 ISG20 JADE1 JMJD1C JUNB KAT2B KCNA3 KCNA6 KCNK7 KDM5C KIR2DL4 KLHL25 KRTAP2-4 LARP6 LEP LGI2 LILRA6 LIMK2 LINC00472 LMNB1 LRRFIP1 LSM14A LSP1 LTBR MAP2K4 MARF1 MARK3 MBP MC4R MED15 MED25 MINDY1 MIR22HG MLF2 MMP25 MON1B MTARC1 MX2 NCF4 NECTIN3 NEDD9 NIBAN1 NPR3 NRDC OPHN1 OR12D2 OXT PFKFB3 PIM1 PIM2 PISD PPIG PPIL6 PRCP PRR7 PSAP PSD3 PSG4 PSMB9 PTAFR RAB35 RAB36 RAB40C RAD9A RLF RNF44 RRP12 S1PR4 SAMD9 SCAF11 SELPLG SEMA6A SERINC1 SGTA SH2B2 SH2D3A SH2D3C SLC11A1 SLC12A6 SLC12A9 SLC15A3 SLC17A2 SLC25A28 SLC31A2 SLK SMCP SOX10 SPAG9 SPI1 SPINT1 STAT3 SYCP2 SYNE2 TAGLN3 TBC1D15 TCL1A TKT TLR6 TMC5 TNFAIP3 TNRC6B TRANK1 TRIM8 TSPAN32 TYROBP USP4 VASP VCPIP1 VPS37B WAS XKR8 ZEB1 ZNF165 ZNF200 ZNF407 ZNF586 GSE3982_MAST_CELL_VS_NEUTROPHIL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_MAST_CELL_VS_NEUTROPHIL_UP ABCE1 ABRAXAS2 ACKR2 ACVR1 AFP AGGF1 AGPAT5 AIMP2 AKAP1 AKAP12 AKIP1 AKR1B1 ALAS1 ALDH1A1 ANAPC5 ANXA1 AP2B1 ATF1 ATP13A1 AVEN BANF1 BSCL2 BTK C17orf75 C6orf120 CAMTA1 CBFB CCNC CCT5 CD151 CD36 CDC40 CEP72 CKS2 CLTC CRYZ CSE1L CSTPP1 CTSL DCAF6 DDOST DET1 DHDDS DIABLO DMXL1 EIF2AK3 EIF2B3 ENDOD1 ENOPH1 ENOSF1 ERCC2 ERGIC3 ERI3 ERP29 FAM136A FAM171A1 FAT1 FBP1 FGA FIBP FKBP3 FOLR2 FXYD5 GABRB2 GALNT2 GASK1B GNE GOLGA8A GRB10 HDHD5 HERC1 HES2 HLA-DPA1 HNRNPA0 HSPE1 IL2RA ILKAP INPP5F LARS1 LAX1 LPIN1 LRRC47 LSG1 LYPLA1 LYRM2 MAPK9 MBD3 MCCC2 METTL18 MGA MNAT1 MPG MRPL12 MRPL23 MRPL34 MRPS22 MRPS34 MTO1 MTSS1 MYC MYO1D MYOT NAE1 NAT10 NDRG2 NDUFA8 NDUFB8 NELFCD NENF NF2 NHP2 NKAPD1 NOC3L NOL7 NOLC1 NTHL1 NUP133 NUP155 OCLN OGFOD1 OPTN PAAF1 PAN2 PCMT1 PDE4A PDXDC1 PID1 PIGG PIK3CB PNMA1 POLG POLR2G POLR3C POLR3E PPARD PPIP5K1 PRPF4B PRPS1 PSMA4 PSMD1 PTGES3 PUS1 QPRT RAD1 RARS1 RFX7 RIOX2 RNFT1 ROBO3 RPAP1 RPL13A RPS27 RRBP1 RTCA RTCB RTL8C SEC61G SEH1L SELENOP SIAH1 SKAP1 SLC27A2 SLC30A1 SMC1A SOCS5 SPCS1 SQLE SRI SRP9 SS18 SSR4 STARD7 STK25 TAF1D TBC1D2B TCF12 TECR TEX30 TGFBI TGS1 THG1L TMSB15B TPP2 TTC4 TUBB3 TUBG1 UBE2V2 UNC119B UPF3A UQCRC2 USP12 UTP11 WDR7 WDR74 YARS1 YTHDF1 YTHDF2 YWHAH ZC3H14 GSE3982_MAST_CELL_VS_NKCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_MAST_CELL_VS_NKCELL_DN ABCG2 ACVR2A ADAM2 ADIPOR2 AFDN-DT AGAP2 AKR1C1 ALPL ANKRD11 APBA3 APLP1 ARAP1 ARFGAP1 ARHGAP24 ARHGAP32 ARHGEF15 ARMCX2 ASXL1 ATRNL1 BARD1 BCKDHA C21orf91 CACNA2D2 CADPS2 CAMKMT CAPN2 CCDC186 CCND3 CCNJL CD300A CD72 CD79B CDH18 CDS2 CEMIP CFLAR CHST4 CHTOP CLEC2B CLIC2 COL14A1 CPN2 CPSF4 CSK CTSW CUZD1 CYP1A2 CYP2C19 CYTH1 DENND3 DIDO1 DNAH2 DOK2 DOLPP1 ECM2 EIF2AK1 ERAL1 ERN1 ETV4 EVL F2R FAM193B FAM53B FBXO40 FYN GABRD GAD2 GALNS GALT GCH1 GIMAP6 GINS4 GNL1 GPM6B GRIK2 GSTA3 HDAC9 HK3 HLA-F HMGB3P30 IFITM1 IL18RAP IL27RA IMPDH1 IRF8 ISG20 ITK ITPKB KCNA3 KCNC1 KIR2DL1 KIR2DL3 KLRB1 KRT85 L2HGDH LAIR2 LILRB2 LIPE LPAL2 LRRTM4 LTB4R2 MAEA MAP1S MAP2K7 METRN MFAP5 MICAL2 MKRN1 MUTYH MX2 MYH1 MYOZ1 NCOA1 NDRG3 NELL1 NHLH2 NKG7 NPHS2 NRG1 NUAK1 OAS3 OR2H1 PDE11A PGGHG PIGL PIK3C2G PIWIL2 PLSCR3 PMCH PML PNRC1 POLR1G PPARA PPP1R13L PPP3CC PRMT2 PRR5L PRSS16 PVRIG RAB36 RAMP1 RBM12B REEP1 REG1CP RNF44 RORA RPP25 RTP4 RUSC1 SCTR SDAD1 SEC14L5 SECTM1 SEMA6C SEPTIN6 SERPINA3 SH2D1A SIDT1 SIGIRR SIT1 SKAP1 SMPD3 SNHG20 SNIP1 SNX6 SPOCK2 SPSB3 SPTBN5 STAB2 STAT4 STN1 STOM SUN2 SUPT3H SYNE2 SYNGR1 TAC1 TBC1D22A TLE2 TMC5 TMEM204 TOR1A TRAF1 TRIM25 TSPAN1 TXK UBIAD1 UBQLN3 UCP2 UNC5B UNC5C USP20 VCL VPS11 YIPF1 YPEL1 ZNF185 ZNF385D ZNF394 GSE3982_MAST_CELL_VS_NKCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_MAST_CELL_VS_NKCELL_UP ABCA1 ABCC4 ABHD6 ACVR1 ADAM9 ADAMDEC1 ADAMTS3 ADGRL1 ADO ADORA2B AKAP12 ALAS1 AMHR2 AMPD3 AP3S1 ARAP3 ARHGAP6 ARPC3 ATP5F1A ATP5MC3 ATP5PF BCAT1 BZW2 C1QBP CAMSAP2 CAMTA1 CAPRIN1 CCT5 CENPU CERS6 CHAC1 CHMP3 CKS2 CLIC4 CLTC CMA1 COA7 CPLX2 CRISP3 CTSV CUTA DAP3 DNAJC12 DPY19L1 DRAM1 DUSP10 ECI1 EIF4E2 ELOC ENO3 ENPP2 EPAS1 EPB41L2 ERI2 ESD ETV5 EVI5 FAM200C FAT1 FCER1A FER FKBP9 FOSL1 FRY GLUL GMPR GNAQ GRB10 GSDME GSTT2 GTF2H5 H1-0 HSPA1A HSPA2 HSPA4 HSPE1 IDH1 IDI2-AS1 IL1R1 IPO7 ITGA3 ITM2C ITPRID2 KCTD3 KLHL9 LAGE3 LAMP1 LARP1 LIPA LMNA LMNB1 LMO4 LRP12 LRRC8B LSM6 LYL1 M6PR MAOB MARCHF3 MCFD2 MCTP1 MEIS2 METAP2 MGST2 MITF MOB1A MRPL42 MRPS10 MYO1D N6AMT1 NDRG2 NDST2 NDUFA4 NDUFA6 NMD3 NPR2 NR0B1 NRP1 NUDT2 OR10J1 P2RX1 PAICS PCTP PFDN2 PGK1 PKP4 PLA2G4A PMEPA1 PPM1H PPP1R3D PPP2CA PPP6C PRDX3 PRDX6 PRKCI PSMA2 PSMA3 PSMD1 PSMD12 PTK2 PUM3 QPRT RAB20 RAI14 RBKS RBMY2FP RGS10 RHOBTB3 RPF1 RPL12 RSL24D1 RTN2 RTN3 SCD SERINC3 SETMAR SGPP1 SHMT2 SIGLEC6 SIL1 SLC7A1 SLCO1B1 SMS SMYD3 SNN SNRPD3 SOCS5 SORBS1 SOX4 SRPRB SSR3 STXBP1 TALDO1 TAOK3 TAX1BP1 TBC1D4 TBC1D8 TCEAL4 TCTN3 TGFA TIGD6 TIMP3 TMEM14A TMSB15B TNPO3 TPSG1 TRIM24 TSC22D1 TSG101 TWNK UBE2N USP6NL UTP20 UTP3 WWC2 ZFYVE21 ZNF124 ZNF516 ZNF804A GSE3982_MAST_CELL_VS_TH1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_MAST_CELL_VS_TH1_DN ABCA8 ABCB8 ABLIM1 AGAP2 AGK AIPL1 AK4 ANKRD11 APLP1 APOBEC3B ARF1 ARHGEF18 ARMC6 ARMCX2 AURKA BIRC5 BLM C12orf4 C3orf52 CBS CCND3 CD28 CD79B CDC25A CDS2 CENPU CFLAR CHST11 CLEC2D CLN6 CMAHP COL5A3 CSE1L CSRP2 CTDSPL CYLD DCLRE1A DMC1 DNAJC3 EIF3I ELOVL4 ENTPD1 EOLA2 EPOR ERAL1 ESF1 ETS1 EVC EXOSC9 FASN FKBP5 FOXM1 GBP1 GCH1 GGA2 GGH GINS4 GMEB1 GNL1 GNL3L GOLGA8A GOLT1B GPN2 GRM2 GSK3B GZMB HIVEP3 HK3 HLA-G HP1BP3 HTRA2 IDH3A IFNA21 IL10 IL22 IL26 IL2RG INVS IRF4 IRF9 KDELR2 KIF1B KIF20B KIR2DL4 KLF8 KLHL25 KNTC1 LAG3 LAIR2 LMAN1 LMNB1 MAL MAMLD1 MAP3K8 MAPK8 MCUR1 METRN MID1IP1 MIS18A MKLN1 MORC4 MRE11 MSH2 MTMR1 MYG1 MYH10 MYL6B MYOM2 N4BP2L1 NAPG NCAPG2 NCKIPSD NDUFV2 NECTIN3 NF1 NFKBIB NFYC NPDC1 NUAK1 OPTN P2RY10 PA2G4 PAICS PCDH11Y PCDH12 PCNA PDCD11 PDE4C PDK3 PECR PELI1 PGGHG PIM2 PLK1 PMAIP1 POLD3 POLR2D POLR2I PPM1G PPP1R2 PPP1R7 PPP3CC PPP6R2 PRDX3 PRRC1 PSMB9 PYHIN1 QSER1 RALY RAMP1 RAP1B RBL1 RBM19 RFC3 RPA1 RSRC1 SCTR SDC4 SECTM1 SEPTIN6 SERINC2 SFXN1 SH2D1A SH2D3C SIDT1 SINHCAF SLC17A6 SLC5A6 SNRNP25 SOCS2 SP140 SPAG5 SPDEF SPSB1 SPTSSA SQOR SRRM1 STEAP1 SYNE3 TAF5 TAP2 TDP1 TIMELESS TM9SF4 TMEM156 TMPRSS3 TNFRSF4 TOMM40 TOP3B TPX2 TRAC TRAP1 TREX1 TRIM58 TXNL1 UBE2K ZEB1 ZWILCH GSE3982_MAST_CELL_VS_TH1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_MAST_CELL_VS_TH1_UP ACBD3 ADAMTS3 ADCK2 AHCYL2 ALDH1A1 AMHR2 ANXA1 ARL15 ASAH1 ASS1 ATG12 ATP12A ATP5F1E B3GAT1 BCS1L BET1 BMS1P20 BNC2 BPI BTBD1 BTN3A2 C1D CA12 CACNA1I CAMSAP1 CAMSAP2 CAPG CCNL2 CD36 CDC14A CEP70 CHST15 CLN5 COG5 COLEC11 CREG1 CRTAP CRYGC CSRNP2 CTNNA1 CTNND1 CTSS DAB2 DAZAP2 DCAF6 DENND5A DEPTOR DES DLK1 DOP1A DPY19L1 DPYD DRAM1 DROSHA DSG1 EIF4A2 EMILIN2 EPB41L3 EPS15 EXOC1 FAIM2 FAM168B FAM171A1 FAT1 FBP1 FCGR3B FMR1 GALC GLUL GMPR GNAQ GNAS GSE1 HARS2 HBP1 HERC1 HEXA HEY1 HLCS HNMT HNRNPA1 HOMER2 HOMER3 HOXA9 HP HUNK IFNAR2 IL25 IMPACT KATNBL1 KRT36 LAMC1 LAPTM4A LILRA3 LPGAT1 LPIN1 LY75 LYST LYZ MAGEC1 MARCHF3 MARCHF8 MEIS2 MORC3 MT1M MUC5AC MVB12B MYF5 MYL5 NFE2L2 NFYB NPIPA1 NR0B1 NXF2 OLFML2B OPRL1 PBX3 PCTP PDCD4 PEBP1 PGLS PHLDA2 PHYH PIGK PILRA PLAT PLEKHF2 PMEPA1 PPM1H PPP4R3B PROCR PSMF1 PTAFR PTK2 RAB7A RABGEF1 RAC1 RFPL1S RHEB RNLS RTN2 S100A14 SCML1 SCRN3 SEL1L SERINC3 SERPINH1 SH3BGRL SIRPB1 SLC10A3 SLC22A18AS SLC2A11 SLC35A2 SLC39A6 SLTM SMPDL3A SOCS5 SOX13 SPATA2 SPI1 SPINT2 ST13 TBC1D5 TBXAS1 TCTA TDP2 TDRD7 TIMP3 TMEM123 TMEM183A TMOD1 TPSG1 TRAM1 TREM2 TRIM13 TRIM44 TSEN34 TSG101 TTC19 TXNDC9 UBE2D4 VAT1 VCL VPS28 YIPF1 YLPM1 ZBTB18 ZBTB20 ZDHHC3 ZHX3 ZIC3 ZMYND11 ZMYND8 ZNF137P ZNF24 ZNF337 ZNF529 ZNF804A ZSCAN26 GSE3982_MAST_CELL_VS_TH2_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_MAST_CELL_VS_TH2_DN ABCG2 ACACA ADGRG1 ADRM1 ALDH3A2 ALPL APLP1 APOBEC3B ARFIP2 ARMC6 ARMCX2 ATAD2 AURKA BACH2 BIRC5 BLM BLMH BORA C19orf53 CACNA1C CASP9 CCL1 CD27 CD7 CDC25A CDC45 CENPI CENPS CEP152 CFLAR CKS1B CLEC2D CLN6 CNOT7 COQ3 CRYBG3 CSNK2B CTC1 CTPS1 DCTPP1 DDX18 DDX51 DENND1C DGKA DUSP2 EBP ECHDC1 EIF3I ELP4 ENSG00000291006 EPAS1 ERF ESF1 ETAA1 ETFB ETHE1 EXOSC9 FADD FBXO21 FKBP5 FOXM1 FRYL FUT8 GABRB3 GBP1 GMEB1 GMNN GNL1 GOLGA8A GPN2 GPT GSTA4 GVINP1 GZMB H3C1 HP1BP3 IGHM IL27RA INPP4B INVS ITGAE JPT1 KIF1B KIF20B KIR2DL4 KLRC3 KRTAP4-7 LAIR2 LIG1 LMNB1 LRCH3 MAP4K2 MAPK11 MAPKAPK3 MAZ MCM3 METRN MIF MIS18A MORC4 MPZL1 MPZL2 MRPL11 MRPL42 MRPL58 MRPS15 MRPS2 MSH2 MUTYH MYH10 MYL6B MYOF NDC1 NEU3 NFAT5 NUDT21 NUP188 NUP37 NUP85 OMD ORC6 P2RY10 P2RY11 PA2G4 PAXIP1 PCDH11Y PDK1 PGGHG PIEZO1 PIP5K1B PITPNM1 PIWIL2 PLK1 PMCHL1 PNO1 POLD1 POLR2C POLR2D POU2F1 PPFIBP1 PPP1R2 PPP1R7 PPP6R2 PRDX3 PTMS PTPN7 PXMP4 QRSL1 QSER1 RAMP1 RAN RIBC2 RPA1 RPL13P5 RRP7A RSRC1 SACS SDC4 SFXN1 SGSH SLC25A10 SLC39A9 SLC5A6 SMC4 SP140 SPAG5 SPINK2 SPOUT1 SRSF11 SSRP1 TBC1D31 TBX21 TCERG1 TDP1 THAP7 THRAP3 TIMELESS TIPIN TMEM134 TMEM135 TMEM156 TMEM204 TMPRSS3 TOMM40 TPD52 TPR TRAF1 TRAF3IP3 TRIM25 TRIP13 TUSC2 URB1 USP39 XAB2 XPO4 ZDHHC14 ZDHHC24 ZEB1 ZNF207 ZNF281 GSE3982_MAST_CELL_VS_TH2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_MAST_CELL_VS_TH2_UP ABI3BP ADGRE3 ADM AFF1 AMIGO2 ANKRD27 ANXA1 AP1G1 AP5M1 APMAP ASAH1 ATP6V1H BASP1 BET1 BID BLK BLVRA BMAL1 BNC2 BST1 CAMLG CAMTA1 CAST CCDC68 CD300A CD36 CETN2 CHST15 CLCN3 CLCN7 CLIC4 CLK1 COL13A1 COPZ2 CPVL CRLF2 CRTAP CTNND1 CYB5R1 DAB2 DCAF6 DHRS7 DNAJB9 DOCK6 DPY19L1 DSTN DUSP10 DUSP22 EEF1AKMT3 EFS ELK4 EMC3 EMCN EPN2 EVPL EXTL2 F13A1 FAIM2 FAM168B FAM171A1 FAT1 FBP1 FBXO38 FCGR2C FCGR3B FLNB FMO5 FOLR2 FRAT1 GABRA1 GALC GALNT1 GALNT3 GLUL GMPR GNAI1 GNS GRB10 GSAP GSR GSTT2 HARS2 HBP1 HERC1 HEXA HEY1 HP HRH3 IGFLR1 IL1RN INHBB ITM2B JUP KATNBL1 KCNQ1 KIAA0232 KIAA1549L KIDINS220 KLC1 LAPTM4A LCMT1 LILRA3 LMBRD1 LPGAT1 LPIN1 LRRC8D LYZ LYZL6 MARCHF3 MCFD2 MEIS2 MID1 MIP MKRN1 MTFR1 MYH7B NDRG2 NDUFB2 NPR3 NPVF NR0B1 NRP1 PAPSS1 PCDHGB6 PCOLCE2 PEX11B PHYH PLEKHF2 PLEKHG3 PMEPA1 PPCS PRDX6 PTK2 PTX3 R3HDM2 RCBTB2 RGS19 RHEB RHOBTB3 RIN1 RMND5A RP2 RREB1 RTN2 SAMSN1 SCGB1D2 SECISBP2 SERINC3 SH3GLB1 SHBG SIGLEC5 SIL1 SLC10A3 SLC48A1 SLFN12 SMIM7 SMPDL3A SMYD3 SOCS5 SORBS1 SPI1 SPRY2 SST SUPT20H TBX3 TBXAS1 TGFBR2 TIE1 TIMP3 TMEM127 TMEM185B TMEM268 TMEM87A TMOD1 TPM1 TPP1 TRAPPC2 TSPAN3 TSPAN6 TTC19 TUBB2A UBE2D4 VCL VPS53 WDR7 XPNPEP1 YIPF1 ZBTB20 ZCCHC24 ZDHHC7 ZFAND1 ZFYVE9 ZKSCAN3 ZMYND8 ZNF135 ZNF175 ZNF516 ZNF804A GSE3982_MEMORY_CD4_TCELL_VS_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_MEMORY_CD4_TCELL_VS_BCELL_DN ACP5 ADD1 ADK ADO AGPAT5 ALDH2 ALOX5 ARHGAP17 ARHGEF7 BACH2 BANK1 BASP1 BCL11A BHLHE41 BLNK BMP2K BTN2A2 C5orf15 CA2 CACNA1A CAT CCNB1IP1 CCT2 CD180 CD1D CD200 CD38 CD72 CD74 CD79B CDK14 CEPT1 CHFR CKAP4 CLEC4A COBLL1 COL9A3 COQ2 COX15 COX17 CSNK2A1 CTNNA1 CTSH CYBB DGKD DLAT DUS2 E2F5 EAF2 EIF2AK3 EIF2B1 EMC8 ERCC1 FAM30A FCER2 FCGR2C GABARAP GM2A GNA12 GNG7 GSN GUSBP11 H2AC6 H2BC12 H2BC9 HESX1 HHEX HLA-DMA HLA-DMB HLA-DOB HLA-DQB1 HPS5 HS3ST1 HSD17B4 IGHA1 IGHD IGHM IGKC IGKV1D-13 IGKV4-1 IGLL3P IL13RA1 IL4R ING1 IRAK1 IRF4 IRF8 ISG20 ITPR1 JCHAIN JUN KCNN4 KIAA0040 LAMP5 LAT2 LMO2 LY86 LYN LYST MAP4K2 MAPK12 MCM5 MED14 MEF2C METTL7A MICAL3 MICALL1 MRPL15 MRPL40 MS4A1 MZB1 NADK NASP NT5E NUMB OAS1 OPN3 ORC5 OSBPL10 P2RX1 P2RX5 PAPSS1 PARM1 PARP1 PAX5 PDLIM1 PECAM1 PIP5K1B PKIG PLCG2 POU2AF1 PSEN2 PSMB6 PTK2B PTPN6 PUS1 QRSL1 RAB31 RABGEF1 RASGRP3 REXO4 RHOB RUBCN RUFY1 S100A8 SAV1 SCN3A SCO2 SCPEP1 SEC23B SEL1L3 SERPINF1 SHMT2 SIDT1 SIDT2 SIPA1L3 SLC15A2 SLC15A3 SLC37A1 SNRNP25 SP110 SPIB SQLE STAP1 STX7 SWAP70 SYK SYPL1 TBC1D9 TCF4 TERF2 TFEB TLE1 TLR7 TMEM14B TMEM156 TMEM243 TMEM62 TMEM70 TMUB2 TNFRSF17 TOR3A TRAK1 TSPAN13 TSPAN3 UBE2J1 UROD USP22 WARS1 XIST YBX3 ZBTB5 ZDHHC14 ZNF106 ZNF165 ZNF232 ZNF318 GSE3982_MEMORY_CD4_TCELL_VS_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_MEMORY_CD4_TCELL_VS_BCELL_UP ACP6 ADGRE5 ADRA1D AK1 AKR1C1 AMMECR1 ANKH ANO1 ANXA1 ARHGAP33 ATRNL1 ATXN1 BCL11B BCL9 BRINP3 BTN2A3P CACNB1 CALM1 CAND2 CAPN9 CASP6 CATSPERB CCKBR CCN3 CCZ1B CD2 CD28 CD3D CD3E CD3G CD4 CD40LG CD6 CD96 CERK CETP CFH CGREF1 CHN1 CISH CLUH CNGB1 CSRP3 CXCL6 CYP1B1 DCHS1 DDX3Y DENND1B DGCR8 DGKI DLEC1 DLG3 DLX4 DNMT1 DOK2 DPP4 DPP8 DUSP4 EDN3 EDNRA EFHC2 ELAPOR1 ENO2 ENOSF1 EPM2AIP1 ESF1 ETV3 FBXO22 FOXO3 FRMD4B FRY GATA3 GBP1 GIMAP4 GIMAP5 GIMAP6 GLRA2 GPR171 GRAP2 GUCA2A GUSBP14 GZMK GZMM H3C12 HGD HLF HOXB2 HOXD10 HUWE1 ICOS IFITM1 IL10RA IL2RB IL32 INPP4B IPCEF1 ITGA5 ITGA6 ITK JAKMIP2 KDM5D KIF5C KLRB1 KRTAP1-3 LATS1 LCK LCP2 LCT LIMA1 LINC01260 LPAR6 LPIN2 LPXN LRRFIP1 MAN2A1 MC4R MED14OS MICAL2 MLLT3 MRC2 MT1F MVB12B MYLK3 NDNF NEFL NEUROG2 NINJ1 NPEPL1 NPRL3 NXN P2RY1 PAH PAM PCDHB13 PHACTR2 PHLDA1 PHOX2A PIM1 PLEKHF1 PLS1 PLSCR3 PLXDC1 POGLUT1 PPA1 PPFIA4 PRKCH PRKCQ PRKY PSTPIP2 PTGER2 PTPRM PURA PXN RASGRF1 RBMXL2 RGCC RORA RPS4Y1 RRAGD RRM1 RUSC1 SAMHD1 SASH1 SCTR SEC31B SELPLG SEMA4C SEMA4D SEPTIN9 SH2D1A SLC22A18 SLC2A4RG SMIM7 SNX29P2 SORL1 SREK1IP1 STAT4 STN1 TAOK3 TMEM144 TMPRSS3 TNC TNNC1 TNPO3 TNXB TRAC TRAT1 TRBC1 TRMO TSPAN15 UBASH3A ULK2 UPP1 USP13 USP9Y WDR76 ZAP70 ZFPM2 ZNF12 GSE3982_MEMORY_CD4_TCELL_VS_TH1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_MEMORY_CD4_TCELL_VS_TH1_DN ACOT7 ACOX1 AHCY AK2 AKR1B1 ALDH3A2 ALG8 ANXA3 AP2B1 APOBEC3B APOD ARL3 ASIC3 ATP2A2 ATP6V0B ATP9A BCL3 BLM BLTP3B BUB1 BUD23 CALML4 CALU CCDC85B CCT2 CD200 CDC6 CDCA8 CDK1 CDK7 CEBPG CEMIP2 CENPU CFLAR CKS1B CKS2 COL1A2 COMT COQ2 CSE1L CSF2 CSNK2A1 CSNK2B DLAT DNAJA1 DTL DUSP4 DUSP6 EMC2 EMC8 EMP1 ENO1 ENY2 EOLA2 ERCC1 FAH FES FILIP1L FLOT1 FN1 GARS1 GGCT GGH GGT1 GINS1 GINS2 GMNN GNL2 GPI GPN3 GRB2 GSTT1 GTF2A2 H2AX HELLS HK3 HSP90AB1 HSPE1 IDH3A IER3 IFI6 IFNG IRF4 JPT2 KIF11 KIF20B KIN LAG3 LAP3 LDLR LRRC59 MAD2L1 MARCHF5 MCM2 MCM5 MCM6 MCUR1 MFAP1 MRPL12 MRPL13 MSH2 MTHFD1 MTHFD2 MYH10 MYH6 NAMPT NASP NCAPG2 NCAPH NDC80 NDUFAF3 NDUFV2 NFE2L3 NHP2 NUP37 NUTF2 OIP5 ORC6 ORMDL2 P2RX5 P4HA1 PA2G4 PAF1 PBK PCDH12 PDE4D PDK3 PDSS1 PERP PHLDA1 PLAUR PMAIP1 POLE2 PPCDC PPIF PRMT5 PSEN2 PSMA3 PSMB10 PSMB2 PSMB5 PSMB6 PSMD11 PSMD12 PSMD14 PSMD6 PYCR1 QPRT RAB11FIP1 RAD51C RALA RCAN1 RCC1 RDX RECQL4 RHOB RNASEH2A RRM1 RRM2 RTCB SCD SCN3A SCO2 SDC4 SERPINB1 SLA SLC16A3 SLC1A5 SLC25A32 SLC25A46 SLC7A5 SMC2 SNRNP25 SPOCK1 SPRY1 SQLE STEAP1 STIP1 STK3 SUPT4H1 TCTN3 TIMELESS TIMP2 TIPIN TMEM70 TOR3A TPI1 TTK TUBB3 UBE2K VCP VDAC1 VDAC2 VDR VRK1 WARS1 XRCC6 YBX3 ZDHHC14 GSE3982_MEMORY_CD4_TCELL_VS_TH1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_MEMORY_CD4_TCELL_VS_TH1_UP ABCC4 ABCC5 ADA2 ADARB1 ADGRL1 AGL AHCYL2 AK1 AKAP9 AKR1C1 AKT3 ALG13 ARHGAP45 ATP2C2 BBS9 BIN1 BLTP1 BRD3 C14orf93 CA5B CAMTA1 CAPN3 CAPN9 CAPRIN2 CARS2 CASP1 CBR4 CBX7 CCNL1 CCNT2 CCR6 CD44 CD52 CD6 CEP350 CIRBP CLSTN1 CPQ CRBN CRTAP CTDSP2 CTSO CTSS CUX1 CXCL6 CYP2E1 CYP3A43 DAZAP2 DBP DCAF8 DCLK1 DGCR8 DGKD DIP2C DMXL2 EDN3 EIF4A2 EPM2AIP1 ESM1 EXOC1 FCMR FGF22 FKBP11 FOXJ3 FOXO3 GATA3 GLTP GOLGA8A GPR183 GUCA2A HERC1 HLA-B HLA-C HNRNPA1 HNRNPA3 HS3ST1 HSD17B8 HSPBAP1 ICAM2 IGFBP6 IL10RA IL11RA IL18 INPP4B IRS2 ITGA5 JMJD1C KAT6B KLF4 KLRB1 KLRF1 KRTAP1-3 LRRC37A2 LSM14A LY75 LY9 LZTFL1 MACF1 MAGEA4 MAN2A1 MAP3K3 MAPK1 MAPKAPK5-AS1 MARCHF8 MED14OS MMP15 MPHOSPH9 MVB12B N4BP2L2 NADSYN1 NR3C1 NR3C2 PARM1 PARP6 PAX1 PBXIP1 PCDHB13 PCF11 PCSK7 PDCD4-AS1 PEX16 PGAP3 PHC1 PHF1 PLAC8 PLEKHA1 PLEKHG3 PLSCR3 PNLIPRP1 PRAF2 PRKACB RAB11FIP4 RADX RALGAPB RALGPS1 RAP1GAP2 RASA1 RENBP RESF1 RHO RIC3 RIPOR2 RPL30 RPL39 RPL6 RPS17P5 RSBN1 RUFY1 RUNX1 RYK S100PBP SCYL3 SEC31B SEPTIN9 SETD2 SIK3 SLC10A2 SLC22A18 SLC26A3 SLC46A3 SLC6A12 SLC6A16 SMAGP SMIM7 SON STK10 SYNE2 TASOR TBC1D8B TCF7 TDRKH TGIF1 TMEM168 TNFRSF14 TNKS TNXB TRAPPC2 TRIM13 TRIM33 TRIM44 TRMO TSC1 TSC22D3 TULP4 TXNIP USP25 USP46 ZFP36L2 ZNF137P ZNF184 ZNF202 ZNF211 ZNF32 ZNF337 ZNF506 ZNF665 ZNF813 GSE3982_MEMORY_CD4_TCELL_VS_TH2_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_MEMORY_CD4_TCELL_VS_TH2_DN ABCE1 ACAT2 ACOT7 ADGRA3 ADO AHCY AK2 ALDH3A2 ALDOC ARL3 ATG101 ATP9A BLM BLTP3B BZW1 CA2 CAB39 CALML4 CALU CAPRIN1 CCDC85B CCL1 CCNA2 CCT2 CCT7 CD200 CD38 CDCA8 CDK1 CDK2 CDK7 CENPU CKS1B CKS2 COMMD3 COX17 CPOX CPSF6 CSE1L CSNK2A1 CSNK2B CTNNA1 DCTN6 DCTPP1 DSG2 DTL DUSP6 EGR1 EIF2S2 ELMO1 EMC8 EMP1 ENO1 ENY2 ERCC1 ESF1 ETNK1 EVI5 FEN1 FES FH FILIP1L FLOT1 FSD1 GALNT2 GARS1 GGCT GGH GINS1 GINS2 GMNN GPN3 GRB2 GSTO1 GSTT1 GTF2A2 GTF3C5 H2AX H4C3 HELLS HSP90AB1 HSPE1 IER3 IMPDH2 INTS13 IRF4 KCTD5 KIF11 KIF15 KIF20B LARP4 LIF MAD2L1 MCM2 MCM4 MCM6 MCUR1 MICAL2 MRPL12 MRPL15 MSH2 MT1H MTHFD1 MTMR2 MYH10 MYH6 MYOF NASP NCAPH NCBP1 NDC80 NDUFS4 NOP16 NTRK1 NUDT21 NUP37 NUSAP1 NUTF2 OIP5 ORC6 OSM PA2G4 PAPSS1 PARL PBK PDIA4 PFDN2 PHKA1 PHLDA1 PIP5K1B PLA2G4A PLPP1 PMCH POLE2 POLR2K PPCDC PPIF PRDX3 PRMT5 PSMB2 PSMB5 PSMB6 PSMD12 PSMD14 PSMD8 PTGS2 PUM3 PYCR1 RAB11FIP1 RAD51C RBM14 RBM7 RCC1L RECQL4 RHOB RMDN1 RNASEH2A RRM1 RRM2 RRP7A SCD SDC4 SEC23B SERPINE2 SLC16A1 SLC16A3 SLC25A32 SLC39A14 SLC7A5 SMC2 SNAPC1 SNRPD1 SQLE SSRP1 STAP1 STIP1 STK3 SUPT4H1 TFB2M TFDP1 TIE1 TIPIN TMEM106C TMEM70 TOP2A TPI1 TRIP13 TRMT5 TSPAN3 TTK USP22 VCP VDAC1 VDAC2 VDR XRCC5 XRCC6 YBX3 ZWINT GSE3982_MEMORY_CD4_TCELL_VS_TH2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_MEMORY_CD4_TCELL_VS_TH2_UP ABCA5 ABCA7 ACKR3 ADARB1 ADD3 ADGRL1 AGTR2 AHCYL2 AK1 AKAP9 AKT3 ANKEF1 ANKH ANXA1 AQP3 ARHGAP45 ASXL1 BCL11B BID BIN1 BLTP1 BTG1 BTN2A1 C14orf93 CALM1 CAMTA1 CARS2 CASP1 CATSPERB CCR6 CD44 CD48 CD96 CDK11A CELSR1 CEP350 CHCHD7 CHFR CHKB CLSTN1 CNGB3 CPQ CRTAP CTDSP2 CTSF CTSO DAZAP2 DCLK1 DDX5 DGCR8 DGKD DGKI DIP2C DOP1A EDNRA EIF1 EIF4A2 EPM2AIP1 ERBB2 EZH1 FAS FBXW4 FKBP11 FOXJ3 FOXO3 GBP1 GDPD5 GIMAP5 GLRA2 GOLGA8B GSAP GSDMD GSN GUSBP11 GZMK HERC1 HLA-DQB1 HLA-F HOXD10 HUWE1 IL11RA INAVA IRF9 ITGA5 ITK JADE2 JAK1 JMJD1C KAT6B KCNK10 KDM7A KIF16B KIF5C KLF6 KLHL20 KLRB1 KMT2D LINC00623 LPIN1 LSM14A LTBP1 LTK LY9 MACF1 MAGEA4 MAML1 MAP3K5 MBNL1 MCL1 MSL2 MVB12B MX2 MYO6 N4BP2L1 N4BP2L2 NAP1L2 NCOA6 NECAP1 NEUROG2 NR3C2 OMG OPTN PAFAH1B1 PAH PARP6 PARP8 PBXIP1 PCDHB13 PGAP3 PIP4K2A PLCG1 PLEKHG3 PLSCR3 PNLIPRP2 POGLUT1 POU5F1B PRR15L PRR5L PRSS53 R3HDM2 RALGAPB RALGPS1 RASGRF1 RASGRP1 RETREG3 RIN1 RIPOR2 RORA RPL30 RYR3 SASH1 SCTR SEC31B SESN1 SGF29 SGSM2 SH2B1 SIK3 SLC18A3 SLC35C1 SLC46A3 SNX29P2 ST6GAL1 SUN2 SYNE2 TASOR TBC1D8B TCEAL9 TFEB TGFBR2 TLE1 TMC6 TMEM80 TMUB2 TNFRSF14 TNKS TNXB TPK1 TPM1 TRAPPC11 TRIM22 TRIM33 TRIM5 TRMO TSC22D1 TSC22D3 TTC12 USP25 USP3 WDR59 ZDHHC17 ZFP36L2 ZKSCAN4 ZNF131 ZNF224 ZNF37BP GSE3982_NEUTROPHIL_VS_BASOPHIL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_NEUTROPHIL_VS_BASOPHIL_DN ABCC10 ABRAXAS2 ACAT1 ACVR1 ADD3 ADGRD2 ADSL AGA AIMP1 ANKRD17 ANXA1 API5 ARHGEF3 ARL1 ARL2BP ASTE1 ATF1 ATP2C1 ATP5F1B BACE2 BBS9 BHLHE40 BPESC1 BTK C1QBP C1orf109 CAND1 CAPRIN2 CCNC CCNT2 CD40LG CDC14B CHPT1 CLASP2 CLIP4 CNTRL COPS7B CRYZ CTNNBL1 CUL2 DARS2 DEXI DMXL1 DNAAF2 DPP3 DPYSL2 DSCC1 DUSP12 DUSP3 DYNLL1 EEF1A1 EIF2AK3 EXOC1 FBL FBP1 FBXO21 FDX1 FIBP FLT3LG FNBP1 FNBP4 FTO FUT8 GANAB GCLC GGCT GPN1 GPN3 GRB10 GRPR GTF3A H2BC11 HERC1 HGF HINT1 HOXA9 HSPB8 IARS1 IGLL3P IL2RA IMPACT ITGB1 ITK JCHAIN KANSL1L KLHL20 LINC01565 MAIP1 MAP3K4 MAPRE2 MAZ MEAK7 METAP2 MGA MGST3 MMD MOCS2 MRPS30 MTRF1 MYC N4BP2L1 NDUFA5 NDUFAB1 NFU1 NOC2L NUP37 NUP85 OSGIN2 OTUD3 P2RX5 PAFAH1B3 PAN2 PBX3 PDE6G PEF1 PLAAT3 PMS2P5 PNP PNPO POLG POLR1D POLR2G PPIA PRPF19 PRPSAP1 PSMD1 PSMD7 PTER PTGES3 PTPN9 PTPRO R3HDM1 RAD17 RARS1 RCL1 RETREG3 RFC4 RFX7 RHEB RIOX2 RITA1 RND2 RNFT1 RPAP2 RPL13A RPL4 RPN2 RPS27A RYK S100A10 S1PR1 SELENOT SEMA3C SERBP1 SGPP1 SLC10A3 SLF2 SMC4 SMIM10L1 SNRNP27 SNRPF SOD1 SRP19 SRPRA SRSF6 SS18 SSB SUPV3L1 SYCP2 TARS1 TCEA1 TCF12 TFAP2B THAP11 THYN1 TMSB10 TPMT TRBC1 TRIM44 TRMT1L TRMT61B TTC13 TTC31 TUBB4B TUBG1 UAP1 UBA3 UBB UQCRC2 VGLL4 WDR7 XPO1 YBX1 YTHDC2 ZDHHC7 ZFR ZMYM6 ZMYND8 ZNF185 ZNF83 GSE3982_NEUTROPHIL_VS_BASOPHIL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_NEUTROPHIL_VS_BASOPHIL_UP ACOX1 ACP3 ACTN1 ADGRV1 ADIPOR1 AGFG1 AGO4 AGPAT2 ALPK1 ANAPC13 ANXA3 ART1 ATF3 ATP1B2 ATP6V1B1 BAZ1A BCL10 BCL6 C1orf216 C6orf62 CACNA1H CAMK2B CAND2 CANT1 CCN2 CCNP CD320 CDA CDC42EP2 CEACAM4 CFLAR CHAD CHD1 CHD4 CHST12 CLMN COA7 CPNE3 CPPED1 CRISP1 CSAD CYBA CYP11B1 CYTH4 DAPP1 DCLRE1C DENND3 DHODH DHX40 DNAI1 DNAJA4 DNAJC3 DUSP2 E2F4 EHD1 ERF FAM131A FCAR FGR FMO6P FOSL1 FTH1 GARRE1 GBP2 GFOD2 GLB1L2 GMIP GOLGB1 GTPBP1 HAUS2 HAUS4 HAUS5 HIGD1B HOOK2 HOXC11 HSD3B1 HTR2A IL10 IMPA2 IMPDH1 INE1 INSL4 IPCEF1 ITIH5 KAT7 KCNJ8 KCTD5 KLF2 KLHL11 KRT23 LARP4B LILRA3 LIMK2 LINC00472 LONRF3 LPGAT1 LPP LRRFIP1 LSM12 LTB MAGI1 MAK MAP2K3 MAU2 MCF2L MCL1 MGLL MLPH MOCS3 MSL1 MYO1C MYO5A NDRG2 NECTIN2 NEU3 NFS1 NPVF NR1H2 NRBF2 NUMB NUP58 OR10H1 OR10J1 P4HA2 PACSIN2 PCDH12 PFKFB3 PFN2 PGGHG PGLS PHACTR1 PHLDA1 PLEKHJ1 POLB PPFIA3 PPP1CB PPP2R1A PRKAR2A PRR34 PRRC2A PRRG1 PRRG4 PTGES PTPN12 PVALB RAB4B RELB RET RHBDF2 RHOA RIGI RPS6KB2 RUBCNL S100A12 SCAF11 SCML1 SECTM1 SEMA3G SEMA4A SERPINC1 SGK2 SH2D3C SIPA1L1 SLC12A6 SLC20A1 SLC22A14 SLC22A4 SLC4A4 SLCO3A1 SLN SMIM27 SPAG9 SPON1 SPRY4 STARD13 TAS2R13 TCIRG1 TM9SF1 TMEM158 TMEM33 TMEM8B TNNC2 TREML2 TTC26 TTPAL TUBA8 UBXN7 VPS37A XKR8 YBX3 YIPF6 ZBTB43 ZNF292 ZNF446 ZNF467 ZNF473 GSE3982_NEUTROPHIL_VS_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_NEUTROPHIL_VS_BCELL_DN AAMP ABCF2 ACP5 ADCK2 ADI1 AIMP2 AK2 AKAP1 AKR1B1 AKR7A2 ANAPC5 ANXA2P2 APPL1 ARHGEF10 ARL2BP ATP13A1 ATP8B3 AVEN BAG2 BCAT2 BET1 BFAR BIRC3 C2CD2 CAMK2N1 CD72 CD86 CDKL3 CEP112 CLIC4 COX7C CPSF4 CPSF6 CRYZ CTBP1 CTNNBL1 CUTA CYB5A DBR1 DCK DFFB DHFR DIPK1A DMAC2L DNAJC15 DPAGT1 DPP3 DTWD1 EEF1G EIF2B5 EIF3F ERAP1 ESYT1 FAM136A FAM162A FBN1 FGA FGFR4 FOLR1 G3BP2 GALT GEMIN6 GGA2 GNB5 GOLGA3 GOLPH3 GTPBP4 HDAC1 HDAC9 HDHD5 HERC4 HEXA HINT1 HLA-DMA HLA-DMB IARS1 IL27RA IRF4 KHDRBS1 KNOP1 KPNA2 KYAT1 LAGE3 LARP4 LCK LPIN1 LRIG1 MAP3K4 MBD3 MGA MGST3 MMACHC MOCS2 MRPL17 MRPL35 MRPL40 MYC N4BP2L1 NAA40 NDUFB8 NFU1 NFX1 NOLC1 NPRL3 PARP2 PCBP4 PCNT PDE4DIP PEX10 PFDN4 PHKB PIP5K1B PKD1P1 PMS2P5 PNOC PNP POLR2G POLR3E PPIA PRDM14 PRPF19 PSMF1 PSMG2 PTER PTPRK PXMP2 R3HDM1 RAB29 RABGAP1 RALGPS2 RAN RANBP1 RARS1 RCN2 REXO2 RFX5 RNMT RPAP1 RPL10L RPL13 RPL13A RPL31 RPL32 RPL35A RPL8 RPL9 RPN2 RPS16 RPS18 RPS19 RPS23 RPS27 RPS4X RPUSD2 RRM1 RTCB RUBCN RUSC1 RUVBL2 S1PR1 SDAD1 SEH1L SMIM10L1 SOX4 SS18 SSB STAMBPL1 STAP1 STARD5 STOML2 SUPT3H SYNGR3 TARS1 TMEM131 TMSB10 TMX2 TNFRSF13B TOP3B TRAF5 TRMT61B TUBG1 UAP1 UBE3C UBR7 UCN UQCRC2 UTP18 VGLL4 VIPAS39 WRAP73 YARS1 YBX1 ZBTB14 ZBTB3 ZC3H14 ZNF211 ZNF395 ZNF74 GSE3982_NEUTROPHIL_VS_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_NEUTROPHIL_VS_BCELL_UP ABCC5 ABHD2 ACTR3 ADIPOR1 AKR1C4 ANXA3 ARPC5 ATP12A ATP6V1B2 BASP1 BCL3 BEX1 BHLHE40 BLVRA BPGM BRAP C1RL C2 CASZ1 CATSPERG CATSPERZ CCNJL CDC42EP2 CEACAM6 CHRDL1 CHST15 CLEC4A CLEC4E CREB5 CST1 CST7 CSTA CUEDC1 CX3CL1 CXCL6 CYP46A1 CYP4F2 CYTH4 CYTIP DCAF11 DCBLD2 DDX21 DTX2 EFHD2 ERO1A ETS2 F13A1 F2RL1 F9 FAM110B FAM53C FBXO24 FCF1 FGR FOSL1 FOSL2 FRAT2 FZD9 GABRA3 GALNS GK GMIP GPR27 GPR87 GRIA2 GRIK3 GSK3B HBE1 HEXB HIPK1 HK2 HK3 HLA-A HOXA5 HYAL1 ICAM1 IFIT2 IFITM1 IFNA2 IMPA2 IMPDH1 ING3 IP6K1 JADE1 JPT1 KCNQ1DN KDM5A KRT1 KRT23 KRT32 LGI2 LILRA3 LIMK2 LOXL1 LPAR2 LPIN2 LRRFIP1 LUZP4 MAB21L2 MAP1LC3B MBP MFAP3L MKLN1 MKNK1 MKRN1 MMP25 MON1B MSL1 MTSS2 MYL12B MYO9B NDRG1 NECTIN3 NEDD9 NIBAN1 NLGN1 NMUR1 NQO2 NRDC NTSR2 NUMB NXF2 OR11A1 OTULINL P2RX1 PF4V1 PFKFB3 PGGHG PI3 PITPNM1 PITX1 PLAU PLN PLXNC1 PPIF PPP2R5A PPP4R1 PRKCQ PSG11 PSG4 PSG9 PSTPIP2 PXN PZP RAB36 RAB5IF RAB7A RAG2 RALB REL RGS14 RIPPLY3 RNF19B RUNDC3A SATB1 SDHB SECTM1 SELPLG SERINC3 SERPINC1 SERPING1 SGK2 SH2D1A SHC3 SIGLEC5 SIGLEC7 SLC22A4 SLC34A2 SLC6A6 SMARCD3 SMCP SNORA21 SPA17 SPIN2A SST ST3GAL6 STC1 TAP2 TBC1D2B TBX3 TCIRG1 TMEM59 TMUB2 TNFRSF25 TNFSF8 TRIM25 TRPV4 TSSK2 TTC26 ULBP1 UNC5B VNN1 VPS37A XPO6 YIPF1 ZBTB43 ZCCHC4 ZFR2 ZNF674 ZYX GSE3982_NEUTROPHIL_VS_CENT_MEMORY_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_NEUTROPHIL_VS_CENT_MEMORY_CD4_TCELL_DN ABCC10 ADCK2 ADD3 ADTRP AIMP1 AIMP2 AK2 AKIP1 ALDH18A1 ANP32B ARHGEF3 ATIC ATP6V1B1 BRWD1 C1orf115 C1orf216 C2orf42 CAMK4 CAPRIN2 CCL5 CCNC CCNJ CCNT2 CD3E CD81 CDCA4 CDYL CEP68 CHD1L CHMP6 CHN1 CLDN1 CLIP4 CLK4 CNOT1 COQ4 CTSH CXCR5 CYB561 CYC1 CYP2E1 DBR1 DDX51 DHPS DNAAF5 DNAJC16 DOCK9 DPY19L1 DUSP10 DYNC1I2 DZIP3 ECI1 EED EIF2B2 EIF2B3 EPB41L2 EPHA1 ERAL1 ERGIC3 ETHE1 ETNK1 FAM86C1P FANCE FBXO21 FLT3LG FXN GALT GCLC GLUD1 GPBP1L1 GPR6 GRIK4 GTPBP4 H2AC17 HCFC1 HEATR6 HERC1 HINT1 HSPBP1 IFNG IGLL3P IL11RA IL2RA ILKAP JHY LARS1 LGALS3BP LINS1 LRIG1 LRRN3 LSM14A LSM2 LZTFL1 MALT1 MAPRE2 MAT2A MAZ MBL2 MCCC1 MEAK7 MEOX2 METTL18 MRPL12 MRPL58 MTCH2 MTSS1 MYH3 NDUFAB1 NELFCD NENF NKAPD1 NOC2L NPDC1 NTHL1 NUDT1 NUP133 OR7E36P PAAF1 PARP2 PDE3B PDHA1 PIGO PILRB PLA2G12A PLAG1 PNP POLR3C POLR3E PPOX PPP3CC PRKCH PRPSAP1 PSMD1 PSMD7 PTCD1 PTCD2 PTMA PUM1 PUS7 R3HDM1 RAD54B RAN RARS1 REXO2 RFX7 RIOX1 RNMT RPA1 RPL13A RPN2 RPS15A RPS16 RPS23 RPS3A S1PR1 SEC61G SEH1L SIDT2 SLAMF1 SLC12A7 SLC35D1 SMC5 SMIM10L1 SNRPF SOD1 SPATA6L SRRT STARD7 STON1 STXBP1 TAF1D TBC1D9B TIA1 TMEM204 TMEM254 TNFSF11 TPP2 TRAF1 TRAM1 TRIAP1 TUBB TXK UBE3C UNC119B UQCRC2 USP16 WDR44 WRAP73 XPO1 ZBTB14 ZDHHC24 ZFR ZNF266 ZNF337 ZNF395 ZNF432 ZNF665 ZNF83 ZRSR2 ZZZ3 GSE3982_NEUTROPHIL_VS_CENT_MEMORY_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_NEUTROPHIL_VS_CENT_MEMORY_CD4_TCELL_UP ADAM8 ADGRE2 ADGRE5 ADGRV1 ADIPOR1 AGTPBP1 ALDOA ANPEP ANXA3 APAF1 APLP2 APMAP APOL1 ARPC3 ATP6V1B2 B3GALT4 B9D2 BAZ2B BCL6 BLOC1S1 BMP2K BTK CALML4 CCNH CCPG1 CD37 CD63 CDC42EP2 CDK19 CDKN2D CEACAM3 CEBPA CERS2 CFD CFLAR CHMP1A CHSY1 CLEC4E COTL1 CREB5 CSAD CUL3 CYB5R1 CYBB CYP4F2 CYTH4 CYTIP DAZAP2 DBN1 DENND3 DENND5A DHRS12 DNAI1 DOCK5 DYSF E2F3 EIF4EBP2 EIF4G3 EVI2A F2RL1 FGL2 FOSL1 FOSL2 FTL GBP1 GIT2 GMIP GMPR2 GNB2 GPR65 GTPBP1 H2BC12 H3C2 HAS2 HAUS4 HBB HEXIM1 HIGD1B HK3 HLA-A HLA-C HMX1 HPSE HSPBAP1 ICAM1 IFIH1 IFIT1 IFNGR1 IL1RAP IMPA2 IMPDH1 IRF2 IRF9 ITGB2 KBTBD2 KDM6A KIF5B KLF6 KLF7 KLHL2 LAT2 LCN2 LILRB1 LIMK2 LMNB1 LRRFIP1 LY96 MAFG MAP1LC3B MAP2K4 MICALL2 MMP9 MPPE1 MYO5A NAPA NCOA1 NFYA NIBAN1 NMI NOP10 NQO2 NRBF2 NRDC OSBPL8 PACSIN2 PADI4 PALM PELO PFKFB3 PGD PLA2G4C PLXNC1 POLB PPM1A PPP2R5A PRCP PSD4 PSTPIP2 PTEN PTPRE RAB7A RAPGEF2 RAPGEFL1 RARA RGS4 RHBDF2 RHOG RNF141 RNF19B RPS6KA1 RRAGC RRAGD RTF2 S100A11 S100A12 SAMD9 SEC14L1 SECTM1 SH2B2 SH3GLB1 SIPA1L1 SIRPA SLC15A3 SLC2A3 SLC6A6 SLCO3A1 SLK SLPI SOS2 SPINT1 SQOR SRF STK17B STK38L SULT1B1 TCF7L2 TLE4 TMBIM4 TMCC1 TNFAIP2 TNFRSF1A TNFSF13 TNNI2 TOR1B TRAPPC14 TRIM8 TRIOBP TST UCP1 UIMC1 VPS8 WDR26 XKR8 YBX3 ZCCHC2 ZNF106 ZNF200 ZNF267 ZNF516 ZYX GSE3982_NEUTROPHIL_VS_EFF_MEMORY_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_NEUTROPHIL_VS_EFF_MEMORY_CD4_TCELL_DN ABCC10 ABHD17A ABL1 ACKR2 ACOT11 ACYP1 ADCK2 AIMP2 AKAP1 AKAP11 AKIP1 AKR7A2 AMBRA1 ANAPC5 ARHGAP33 ARID5B ARSF ATMIN BANF1 C1S C2orf42 CACNG3 CAMK4 CAPN15 CAPRIN2 CASP8AP2 CCNA2 CCNC CCNT2 CD164 CD3E CD81 CDH10 CDKL3 CDYL CETP CHMP6 CLEC2D CPT1A CRISP1 CRYZ CSRP1 CYC1 CYFIP2 CYP2E1 CYP39A1 DCUN1D4 DIMT1 DNAJC16 DNMT3A DPM3 DSCC1 DYNC1I2 ECI1 EED EEF1A1 EEF1D EIF2B3 ESD ETFA FADS2 FAM162A FAM204A FANCE FTO GPN3 GSTM2 GUCY1B2 GYPC H2AC17 HARS1 HAUS5 HCRTR2 HEATR3 HEATR6 HLA-DPA1 HOPX IFNG IL15 IL2RA ILKAP ILVBL JCHAIN KAT2A KIF2A KLHL20 KRT37 KRTAP2-4 LAX1 LINC00339 MALT1 MAPRE2 MAT2A MAZ MDC1 MNAT1 MORC2 MRM2 MRPL12 MRPL40 MTRF1 MTSS1 MYC NAA38 NDUFAB1 NDUFB8 NELFCD NENF NSD2 NUCKS1 NUP155 OCLN OGFOD1 OSBPL3 OSGIN1 PAAF1 PAICS PASK PCID2 PCNT PIBF1 PID1 PNP POLR1HASP POLR2G POLR3C PPARD PPOX PRKCH PTER PTGES3 PTPN4 PTPRCAP PTPRO PUS7 RAB29 RAB3GAP2 RABGGTB RAN RFX7 RIOX2 RITA1 RPL10L RPL13A RPL35A RPN2 RPS16 RPS3A S1PR1 SAMM50 SCN2B SCP2 SCYL3 SERBP1 SERPINA10 SH3GL2 SHPK SIDT2 SLAMF1 SLC25A6 SNRPF SSB SSBP3 SSR4 STAG3 STARD7 STOML1 STOML2 STUB1 STXBP1 SUPT3H TAF1 TAF11 TASOR TCEA1 TDRKH TMEM120B TMX2 TNPO3 TSNAXIP1 TTC13 TTC4 TXN2 UPF3A UTP18 VGLL4 VHL VPS13D WEE1 XPO1 YARS1 YTHDC2 ZC3H14 ZDHHC24 ZNF266 ZNF395 ZNF665 ZNF74 ZZZ3 GSE3982_NEUTROPHIL_VS_EFF_MEMORY_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_NEUTROPHIL_VS_EFF_MEMORY_CD4_TCELL_UP ACP3 ADGRE2 ADGRG3 ALOX5 AP3S1 APOBEC3A APOBR ARAP3 ATP5F1E ATP6V0C BAZ1A BCL3 BCL6 BLTP3B BMP2K BRCA1 BTN2A2 CALML4 CANT1 CAP1 CAPZA2 CCDC87 CDA CDK12 CEACAM3 CEBPA CERS2 CHD1 CLTB COTL1 CSK CYB5R1 CYP4F2 CYTH4 CYTIP DAPK2 DAPP1 DBN1 DENND3 DENND5A DGAT1 DNAJB12 DOCK4 DYSF ELF2 ERP44 EVI2A EXT1 FAM53C FAM89B FCAR FCGR1A FMO1 FOSL2 FOXO3 FRMD4A FTL GALNS GBP1 GIT2 GLB1L GNAQ GNG5 GPSM3 GSK3B HAUS4 HEXIM1 HEY1 HLA-A HSPBAP1 ICAM3 IFNGR1 IMPDH1 IRF1 IRF9 ISG15 ITGAX ITGBL1 JUNB KLHL2 LIMK2 LINC00472 LMO2 LRRFIP1 LST1 MAFG MAP2K4 MAPK1 MARCHF5 MARCKS MCL1 MED16 MICU1 MKLN1 MPPE1 MTMR6 MTNR1A MTTP MXD1 MYO9B NAB1 NCOA1 NDEL1 NEAT1 NFYA NINJ2 NLRP3 NQO2 NRDC NTRK1 ORAI3 OSBPL8 OSM OSTF1 P2RY14 PACSIN2 PADI4 PAK2 PELI1 PFKFB3 PHC2 PI3 PLK3 PLSCR1 POLB POR PPP1CB PPP1R15A PRCP PRKD2 PRR14 PSENEN PSTPIP2 PTPRE PYCARD RAB32 RAB7A RAF1 RALB RAP2C RARA RBCK1 RCOR3 RHBDF2 RRAGC RRAGD RRP12 RUBCNL SAMD9 SDCBP SECTM1 SEMA6A SERINC3 SERPINA3 SH2B2 SIRPA SLC12A6 SLC22A1 SLC25A44 SLC6A6 SLCO3A1 SMARCD3 SMIM27 SNORA21 SORT1 SPATA6L SRSF5 STX10 SULT1B1 TCIRG1 TECPR2 TLE3 TLR6 TM6SF1 TMCC1 TMEM59 TNFRSF10C TNFRSF1A TRIM38 TRPC4AP TSG101 TSGA10 TST UBE2J1 UPF1 USP9X VNN3P VWA7 XKR8 XPO6 YIPF1 ZCCHC2 ZDHHC18 ZFP36L1 ZNF200 ZNF267 ZNF394 ZNF516 ZYX GSE3982_NEUTROPHIL_VS_NKCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_NEUTROPHIL_VS_NKCELL_DN ABCF2 ACAD8 AIMP1 AIMP2 AKAP1 AKR1B1 AMELY AMPH ANO2 ANXA2P2 APBA2 ARHGEF3 ARL2BP ARMCX2 ARMCX5 ATP13A1 BAG2 BBS9 BCAT2 BET1 BLMH BMPR1A C17orf75 C1orf35 CBR3 CCNA2 CCNC CCNJ CD72 CD81 CDC37L1 CDCA4 CDK2 CDKL3 CENPM CFHR4 CHD1L COPS7B CPA4 CRYZ CSTPP1 CTNS CYB5A DARS2 DCAF11 DCTPP1 DET1 DIO1 DKK2 DKK3 DNAAF5 DNAJC15 DNAJC16 DOK2 DTWD1 EEF2 EIF2B3 EIF3F ELF3 ENC1 EXT2 EZR F2R FBXO21 FDFT1 FDX1 FNBP4 FOXD1 GALT GFI1 GH2 GKN1 GOLGA3 GPS2 GUCA1A HDAC1 HEXA HIRIP3 HTR1F IARS1 IDH3B IL27RA IL2RA JAM2 KIF2A LINC01565 LINS1 LONRF3 LPIN1 LRP5L LRRC47 LSS LYRM2 MAP3K4 MBD3 MLLT3 MRM2 MRPL12 MRPL17 MRPL34 MRPL40 MTCH2 MYBL1 NAA38 NAE1 NAP1L2 NDUFB8 NENF NFU1 NHP2 NOX5 NUP133 NUP155 NUP43 OLFML3 OMD OSBPL3 P2RX5 PAICS PAN2 PCID2 PDE4A PEPD PGR PHC1 PIAS3 PIGH POLDIP2 POLR1F POLR3C POLR3E PPIP5K1 PPOX PPP1R7 PRDM14 PRMT2 PRRC2B PSMD1 PSMG2 PTMS PURA PXMP2 R3HDM1 RAN RARS1 RASSF1 RCN1 RETREG3 RFX7 RGS10 RIOX2 RNMT RPL13 RPL35A RPN2 RPS17P5 RRBP1 RRM1 RUVBL1 S100B S1PR1 SCN4A SCP2 SHB SINHCAF SMIM10L1 SMIM7 SNRNP27 SPATA20 SSB STARD7 STAT4 STOML2 SUPV3L1 SYNCRIP SYNGR3 TCF12 TCTA TEDC2 TGFBI TMC6 TMED1 TNPO3 TOM1L2 TRAC TRIM44 TRMT61B TXK UBE2NL UBE3C VHL VIPAS39 WDR7 ZNF266 ZNF286A ZNF33B ZNF395 ZNF74 ZPBP GSE3982_NEUTROPHIL_VS_NKCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_NEUTROPHIL_VS_NKCELL_UP AATK ACP3 ACSL1 ACTR3 ADAM10 ADAM8 ADAP1 ADGRE2 ADGRE5 ADGRG3 ADIPOR1 AGO4 AIF1 ALOX5 AMPD3 ANKRD55 ANPEP ANXA3 APOBEC3A ARL4A ARPC5 ASPH ATP11A ATP6V1B2 B4GALT5 B9D2 BACH1 BID BLTP3B BRD4 BTG1 BTK C5AR1 CAMK1D CAP1 CAPZA1 CCR1 CD302 CD9 CDC42EP2 CEACAM5 CFD CFLAR CHD7 CHSY1 CKAP4 CNTNAP3B CYTIP DAZAP2 DBN1 DENND3 DENND5A DGLUCY DHX34 DNAJB9 EPS15L1 ERP44 EXT1 FAM131A FBXL5 FCAR FCGR1A FOSL1 FOXN3 FPR2 FYB1 GBP2 GIT2 GK GK3 GLRX GNAQ GNG5 GOLGA2 H2BC4 H3C2 HLA-C HLX HOXA11 ICAM3 IFIT2 IFNAR2 IGFBP2 IL1RN IMPA2 IQSEC1 IRF9 IVNS1ABP KDM5A KLF2 KLF7 KYAT3 LHX6 LILRA1 LIMK2 LPAR2 LRP10 LYL1 LYN MAP2K4 MARCKS MFAP3L MIR22HG MKRN1 MMP9 MOSPD2 MSRA MTMR3 MXD1 MYO5A NCOA1 NCOA4 NDUFB3 NDUFB6 NEDD9 NFIC NLRP3 OGFRL1 OR3A1 OXT PCDH12 PCIF1 PELI1 PELO PFKFB3 PINK1 PISD PLA2G5 PLIN3 PLSCR1 PLXNC1 PNPLA3 POFUT2 PPP4R1 PPP6C PRKD2 PSAP RAB20 RAB5IF RAF1 RARA RBCK1 REL RGL2 RIGI RNF141 RNF24 S100A11 S100P SCO2 SDCBP SDF2 SEC14L1 SECTM1 SERINC3 SGK1 SGTA SH3GLB1 SLA SLC12A6 SLC22A18 SLC22A4 SLC25A44 SLC31A2 SLC6A6 SLCO3A1 SLPI SMIM27 SNIP1 SNORA21 SORL1 SPI1 SRPK2 STAT1 TAB2 TAOK3 TBX3 TM6SF1 TM9SF2 TNNI2 TNP1 TRIM25 TSG101 TYK2 UBE2D3 UBE2J1 UPF1 VCPIP1 VDR VNN3P VPS37B VPS37C WDR26 XKR8 YIPF1 YIPF6 ZFP36L1 ZNF394 ZNF674 GSE3982_NEUTROPHIL_VS_TH1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_NEUTROPHIL_VS_TH1_DN ABCF2 ABRAXAS2 ADRM1 AHI1 AIMP2 AKAP1 AKIP1 ANKRD55 APOD ARL6IP4 ATP2A2 ATXN3 BFAR BORA BRCA1 C11orf58 C17orf75 C1orf109 C3orf14 CA5BP1 CBFB CD151 CD200 CD81 CKAP2 CKS1B CKS2 COPS7B CPT1A CSTPP1 CTNNBL1 CUL2 DAG1 DDOST DDX18 DDX52 DERA DGCR8 DIO1 DPAGT1 DPM3 DTWD1 EED EEF1B2 EEF1E1 EIF3F ELOVL6 ENTREP3 ERCC2 ESD ESYT1 FADD FAM136A FANCE FKBP11 FOXM1 GFI1 GLS GNL2 GPN1 GRSF1 GTF2A2 GTF3A HAX1 HDAC2 HDHD5 HELLS HEXA HMGB3P1 HMGCS1 HSPE1 HTATSF1 IL10 ILKAP ILRUN IMP3 INSM1 INTS7 IRF4 JHY KIFC1 KNOP1 LMNB2 LNPEP LRIG1 LYRM2 MAL MANF MAP3K4 MEAK7 METAP2 MGST3 MLLT11 MORC2 MPG MRM2 MRPL34 MRPL4 MRPL49 MTO1 MYC NAA38 NAT10 NCL NDUFA8 NDUFA9 NEIL3 NEK2 NENF NHP2 NIP7 NKAPD1 NMT1 NOC3L NOL12 NUAK1 NUCKS1 NUDC ODC1 OSBPL3 PAAF1 PAFAH1B3 PASK PEX14 PFAS PHLDA1 PINLYP PMS2P5 POLG PRPS2 PSMA2 PSMA4 PSMB2 PSMD7 PTTG1 PUS7 QRSL1 R3HDM1 RABGGTB RANGAP1 RARS1 RCAN1 RCN1 REXO2 RGS10 RIOX2 RITA1 ROBO1 RPA3 RPL8 RPS4X RRP7A RUSC1 RUVBL1 SDF2L1 SEH1L SERBP1 SIRPG SLAMF1 SNRNP27 SPSB1 SRI SRP9 SSB STARD5 STARD7 STK25 SUPT3H SUPV3L1 SYNGR3 TDP1 TGM5 TMA16 TMEM208 TMEM214 TOMM22 TOP3B TRAF1 TRIM44 TTC4 TUBB3 TUBB6 TUBGCP2 UBE2V2 UBE3C UNC119B USP16 USP47 UTP18 VGLL4 WEE1 XCR1 XPO1 ZC3H14 ZDHHC4 ZNF32 ZNF395 ZW10 ZZZ3 GSE3982_NEUTROPHIL_VS_TH1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_NEUTROPHIL_VS_TH1_UP ACAP2 ACOX1 ADGRE2 AGTPBP1 ALS2CL APAF1 APLP2 ARAP1 ARHGAP25 ARHGAP45 ARHGDIB ARHGEF4 ARMC7 ASAP1 ATP6V0B B3GAT1 BAZ2B BIN2 BTBD7 BTN3A1 C2orf83 CA12 CAPZA1 CATSPERZ CCN2 CCN4 CCNI CD53 CDC14A CDK20 COL1A1 CTDSP2 CUL4B CX3CL1 CXCL6 CYTH4 DCUN1D2 DNAJC3 DOCK4 DPP8 DSG1 ERBB2 ESM1 EXD3 EXOC1 FAM53C FBRS FBXO40 FCAR FLRT1 FMO1 FOSL2 GABRA3 GAD2 GMIP GPSM3 GRIA2 GRIK5 GUCY2D HEY1 HLX HNF4A HOXA5 HR IFIT2 IFNAR2 IL1R1 IMPDH1 ITGB2 IVNS1ABP JADE1 KATNBL1 KCNB1 KCNK7 KDM5A KIF5A KLF4 KRT23 L1CAM LIMK2 LINC00115 LOXL2 LRRC2 LRRC37BP1 LRRFIP1 LST1 LTBP2 MAPK1 MARCHF7 MARF1 MARK3 MBD5 MCF2 MCL1 MED25 MINDY1 MIR22HG MIR9-1HG MMP25 MPPE1 MSRA MVK MXD1 MYO16 NCK2 NHLH2 NPPC NPR3 NRBF2 NSFL1C OR10H2 OR12D2 OTULINL P2RY14 PADI4 PAK1 PARM1 PDGFD PDLIM2 PFKFB2 PFKFB3 PIAS1 PISD PLAU PLXNA2 PRAME PRKD1 PSG4 RAB2A RAB33B RAB5IF RAB7A RAC2 RAF1 REG1B RIPOR1 RNF141 RNF44 RNPEPL1 RUBCNL RUFY1 RYK S100A14 S100P SARAF SCAF11 SCML1 SDHB SEC24B SECTM1 SEMA4A SERP1 SERPINA3 SETD2 SIPA1L1 SLA SLC12A6 SLC22A14 SLC28A2 SLC30A3 SLC34A2 SMARCD3 SMIM27 SNRK SNX13 SORBS1 SP3P SPATA6 SQOR STC1 TACR3 TCF20 TCIRG1 TCTA TENT5A TFAP2C TLE3 TLR6 TMCC1 TRANK1 TRAPPC14 TRDMT1 TRIM8 TRPC4AP TSG101 UBE2D3 USP4 VCL VNN1 VPS37B WDR26 YIF1B ZCCHC4 ZDHHC17 ZDHHC7 ZNF394 ZNF446 GSE3982_NEUTROPHIL_VS_TH2_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_NEUTROPHIL_VS_TH2_DN ABCD3 ABCF2 ACOT7 ADRM1 AGGF1 AMIGO2 ANP32B ANXA2P2 AP2B1 APPL1 ARMCX2 ATF1 ATP13A1 ATP8A1 BACH2 BANF1 BCAT2 BFAR BIRC3 BRCA1 C6orf120 CCNC CD200 CDKL3 CDYL CENPF CENPI CEP112 CHD1L CHMP6 CIZ1 CKS2 CLEC2D COL16A1 COQ7 CRYZ CSE1L CSTPP1 CTNNBL1 CUL2 DDX39B DDX51 DIPK1A DIXDC1 DMXL1 DNAAF2 DNAJC16 DPY19L1 DST EED EIF2B5 EIF3F EIF6 EMC6 ENO3 EP400 ERI3 ESPL1 ESYT1 FTO GNE GPN1 GRSF1 GSTM2 GSTZ1 GTF3A HDAC2 HDHD3 HEG1 HES2 HEXA HMGN1 HNRNPA2B1 HOMER2 HSPA9 HSPB8 KDELR2 KIF15 KIF22 KIF5C LACTB2 LMAN1 LPIN1 LRRC42 LYRM2 MAP3K4 MAPK11 MAZ MBD3 MDC1 MEAK7 METAP2 METTL18 MGA MGST2 MMD MORC2 MPDU1 MRPL4 MRPL40 MT2A MTHFD1 MYC MYH1 NAA38 NDUFA5 NDUFB8 NDUFC2 NELFCD NFS1 NOC3L NOP53 NSD2 NUCKS1 NUDT21 NUP155 NUSAP1 OCLN ODC1 OGFOD1 OR7E36P OSBPL3 OTUB2 P2RX5 PAQR4 PASK PCID2 PCNT PES1 PFAS PIP5K1B PLA2G4A POLE3 POLR1G POLR3E PPIE PPIP5K1 PPOX PPP3CC PSMA2 PSMA4 PSMB2 PSMG2 PTER PTGES3 PTMS PTTG1 PUS7 PXMP2 RANGAP1 RARS1 RBBP8 RCAN1 RCL1 RCN1 REXO2 RFX7 RPA3 RPL32 RPL4 RPL5 RPS17P5 RPS27 RPS27L RTCA RXYLT1 SIRPG SLAMF1 SLC35D1 SNRNP27 SNRPA1 SNRPF SRSF6 STAMBPL1 SUPT3H SUPV3L1 SYNGR3 TCEA1 THRAP3 TIMM8B TMEM131 TMEM208 TMEM39B TPP2 TSKU TTC33 TUBB6 UPF3A UQCRC2 USP12 USP16 USP22 UTP18 VARS1 VGLL4 ZC3H14 ZNF195 ZZZ3 GSE3982_NEUTROPHIL_VS_TH2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_NEUTROPHIL_VS_TH2_UP ABCC2 ABCC5 ACOX1 ACTA1 ACTN1 ACTR3 ADAM29 ADGRE2 AKAP17A APAF1 APH1B ARHGAP45 ARID3B ARL4A ARPC3 ARSF ATP1B2 ATP5F1E AXIN1 BAZ2B BICC1 BTN2A1 CACNA2D3 CAPZA2 CCNJL CD248 CDK12 CDK19 CDS2 CEACAM4 CEBPA CEMP1 CFD CHSY1 CLEC4E CLK1 CLTCL1 CSK CUL4B CXCL6 CYTH4 DACH1 DENND5A DIO3 DNAJB12 DPEP2 DUSP22 DYNC1I1 E2F3 ECM1 EFHD2 EGFR ELN EVI2A EVI2B EXD3 F2RL1 FAM53B FBP1 FLOT1 FMO6P FOXN3 G6PC2 GAD2 GIT2 GMIP GMPR2 GNAQ GOLGB1 H2BC5 HEY1 HK3 HRH3 HTR2A IDO1 IFIT2 IFNAR2 IFNB1 IL1R1 IL22RA1 IMPA2 IMPDH1 ITIH4 JMJD1C KDM5A KLF4 KLHL21 KRTAP2-4 L1CAM LAPTM5 LRRFIP1 LTBP2 LYZL6 MAML1 MAP1S MAPK1 MAPK8IP3 MARK3 MED25 MEOX2 MINDY1 MMP25 MPPE1 MYO9B NABP1 NBR1 NCAM1 NCOA4 NCR2 NECAP1 NFYA NIBAN1 NLRP1 NOVA2 NPPC NTRK3 NTSR2 OGFRL1 OR12D2 OTULINL OVOL2 PACSIN2 PADI4 PAH PAK1 PAK2 PARP8 PFKFB3 PGAP6 PI3 PISD PKN2 POU2F1 PSG4 PSME4 PSTPIP2 PTEN R3HDM2 RAB2A RAB33B RAB36 RAC2 RALGPS1 RARB RASGRF1 RBCK1 REG1B RHBDL1 RIOK3 RIPOR1 RNF19B RNF44 RRP12 S100A11 SEC24B SERP1 SERPINA3 SH2D3A SH3BGRL SH3BP5 SLC11A1 SLC12A6 SLC22A14 SLC22A4 SLC30A3 SLC7A7 SMCP SPAG9 SPATA1 SPTLC2 STAC SYNE2 SYNJ1 TBL1X THNSL2 TLR6 TMBIM4 TNP1 TOR1AIP1 TRAF6 TREM1 TSPAN32 UBE2D3 UCP1 ULBP1 UPK3A USP4 VAV3 VCL VPS37B WDR26 XAF1 YIF1B ZCCHC2 ZDHHC17 ZFP36L1 ZNF394 ZNF440 ZNF516 ZZEF1 GSE3982_NKCELL_VS_TH1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_NKCELL_VS_TH1_DN ABCC2 ACOT7 ACOX1 ADPRM ANXA3 ANXA5 APBB2 APOD ARL3 ATP5MC3 ATP5PF AURKA BAG2 BCAT2 BIRC5 BLM BLTP3B BMAL2 C1QBP C21orf91 C3orf52 CA6 CASP6 CBR3 CBS CCDC47 CCL4 CCNB2 CD1C CD200 CD28 CD59 CDC123 CDC25A CDK7 CDKN2A CENPA CEP170B CKAP5 CKS1B CKS2 CLNS1A CNOT7 CSF2 CYFIP1 DBN1 DCTN4 DCTN5 DEPDC1 E2F8 ECI1 EFCAB2 EIF4E ENPP2 EPB41L2 ERH ESPL1 FABP5 FAM200C FAM3C FBN1 FOSL1 G3BP1 GCLM GGCT GINS2 GINS4 GLO1 GMNN GNL3L GTF2A1 GTF2A2 GTF2H5 H2AX H2AZ1 HBEGF HBS1L HELLS HIVEP3 HMGB3 HMGB3P1 HNRNPM HSPA2 HSPE1 ICAM1 IDH3A IFNG IL15RA IRF4 IRGQ KDM1A KIF11 KIF20B KIF2C KIF5B KLF9 KLK12 KPNA2 LAS1L LRFN4 LRRC20 LRRC8B LRRN3 MANF MAP3K20 MCM5 MCUR1 MED18 METTL8 MIS18BP1 MRPL13 MRPL58 MSH2 MYO5A N6AMT1 NASP NCAPG NCAPG2 NEBL NEK2 NIP7 NME7 NOL3 NQO1 NSD2 NUP155 NUP37 OAS3 OXCT1 PAICS PARP1 PCDH12 PCK2 PDCD5 PDXK PELO PHGDH PLA2G3 PMAIP1 POLD3 POLE2 POLR3K POP4 PPA1 PRIM1 PSMB5 PSMC5 PSMD12 PTPRK PTTG1 PXMP2 QPRT RAB11A RAD23B RAD51 RBM47 RECQL4 RPP25 RRM1 RRM2 RTRAF SCD SFXN1 SKA1 SLAMF1 SLC22A1 SLC39A14 SLC7A5 SLCO4A1 SMC2 SMYD5 SNRNP25 SNRNP27 SNRPB2 SNRPD3 SPRY1 SQOR SSR3 ST13 STEAP1 SYMPK TCEA2 TFDP1 TMEM106C TMEM70 TNFRSF4 TNS3 TPX2 TRAC TRNAU1AP TSPAN13 TST TUBG1 TWSG1 UBE2C UBE2W USP13 USP22 YWHAH ZFYVE21 GSE3982_NKCELL_VS_TH1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_NKCELL_VS_TH1_UP ABCC3 ABCD4 ACSS3 ACVR2A ADA2 ADARB1 ADGRE5 ADGRV1 AKR1C1 ANOS1 ANXA1 AP3S1 APOB AQP1 AR ARAP1 ARRB1 ASAH1 B3GALT5 BBS1 BIN2 BNC2 BOLA1 BPNT1 C11orf71 CACNA1A CAND2 CAT CATSPERB CCDC40 CCNI CD44 CDC14A CDH8 CDSN CELA2A CELSR2 CFD CHST15 CUBN CYP2C19 CYP3A5 DAB2 DAZAP2 DEFA6 DNAH2 DOLPP1 DPP6 EFCAB14 EFNA5 ELF4 EP400 EPHB1 EPPIN EXOC7 EXPH5 FAM186A FARP2 FBXO40 FGF22 FGF7 FLRT1 FPR2 FRMPD1 G6PC2 GABBR1 GABRD GABRR1 GAD2 GCNT4 GNRHR GPR25 GPR39 GPRC5A GRIK3 GSE1 H3C6 HCG4B HECW1 HEXA-AS1 HLA-C HNMT HNRNPA1 HPS1 IFNAR2 IGHA1 IL25 IL5RA IQSEC1 ITGA10 KCTD14 KIF5A KLF4 KLHDC8A LIFR LILRA3 LINC00667 LIPG LPP LRRC37BP1 LTBP2 MAML3 MAP2K6 MAPK1 MKKS MMP20 MUTYH MVB12B MYCL MYO16 NCAM1 NCOA1 NHLH2 NPAS1 NPR3 NXF1 NXF2 OGFRL1 OR10H2 OR1F2P OR2B6 P3H4 PCSK7 PDZD2 PEX7 PI15 PIGT PIK3IP1 PILRA PKD1L1-AS1 PKNOX2 PLA2R1 PLXNC1 POMGNT1 PPP2R3A PREX2 PRKAR2A PRR5L PSD PTPN12 RAB7A RHOBTB3 RLN1 RNASE3 RNF139 RNF220 RNF4 RSAD1 RTN1 S100A7 SAP30L-AS1 SCAF4 SCRG1 SFN SIGIRR SIN3B SIPA1L3 SLC10A3 SLC17A1 SLC22A18AS SLC25A22 SLC28A2 SNCAIP SPI1 SPTLC3 SRPK2 STS TAS2R14 TDRKH TENT5A THRB TOM1L2 TP53I11 TP53TG1 TP63 TPD52L1 TRIM44 TTC19 TUBA4B UBAP1 UBE2D4 UPK3A URGCP VCL VPS51 WNT11 XKR8 YIPF1 ZCCHC4 ZFYVE9 ZNF185 ZNF34 ZNF484 ZNF506 ZNF629 GSE3982_NKCELL_VS_TH2_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_NKCELL_VS_TH2_DN ABCE1 ABCG2 ACOT7 AKAP12 AKIP1 ATAD2 ATP5F1A ATP5F1B AURKA BAG2 BIRC5 BLTP3B BUB3 C1QBP C1orf112 C2orf49 CCNA2 CCNB2 CCT6A CCT7 CD200 CD40LG CDC123 CDC25A CDK7 CENPA CENPI CFAP298 CFI CKAP2 CKS1B CKS2 CLIC4 CLNS1A CLPB CNOT7 COA7 COPS3 COQ3 CXCR6 DAP3 DCLRE1A DPT DTL DUSP4 E2F3 EHD4 EMSY EPAS1 EPB41L2 ESD ESPL1 EZR FANCI FDFT1 FILIP1L FRG1 FRMD4B GAN GGCT GINS2 GINS4 GLUD1 GMEB1 GMNN GPR171 GRAMD1B GTF2A2 GUF1 H2AZ1 H4C9 HEATR1 HEMK1 HIVEP3 HK2 HMGB3P1 HNRNPK HSPE1 ICAM1 ICOS INPP4B INTS6 IRGQ JADE3 KIF11 KIF18A KIF18B KIF20A KIF20B KIF2C LAGE3 LBHD1 LDHB LONP1 LRFN4 LRRC8B LRRN3 LUC7L2 MACROH2A1 MANF MCM5 MDM2 MIS18BP1 MRPL15 MRPL3 MRPL58 MSH2 MYH6 NASP NCAPD2 NCAPG NCAPG2 NCBP1 NDC1 NDUFB3 NFE2L3 NMD3 NOL3 NUDT21 NUSAP1 OSM PAK1IP1 PCK2 PCNA PDCD5 PDE12 PGAP1 PHYH PIP5K1B PLA2G4A PNO1 POLA2 POLE2 POMP PPAT PPP2CA PRDX3 PRPS2 PRR3 PSMB5 PSMB6 PSMC5 PTGS2 PTTG1 RAB33A RAD51 RAD54L RALB RBBP8 RETREG1 RFC4 RPL26L1 RPP25 RPUSD2 RRM1 RRM2 RSL1D1 RTCB RTRAF SCD SEC61B SFXN1 SGCG SIAH2 SIRPG SLAMF1 SLC39A14 SLC7A5 SLCO4A1 SMC2 SNRPD3 SNRPE SNRPG SRSF1 SSBP1 ST13 STIL SYMPK TBC1D4 TDP1 TFDP1 TGIF2 TIPIN TMEM106C TMEM70 TNFRSF8 TNS3 TRAC TRIM46 TSFM TSKU TSN TSPAN13 TYMS UBE2N UTP20 VDAC2 XRCC3 ZDHHC14 ZNF613 GSE3982_NKCELL_VS_TH2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3982_NKCELL_VS_TH2_UP ABL1 ACSS3 ACTL8 ACTN2 AGPAT4 AK1 ANTXR1 ANXA1 AOAH APOBEC3G ARHGEF3 ARSF AVPR1A B4GALT6 BDKRB1 BSN C4orf19 C5AR1 CALCOCO1 CAMKMT CAMLG CAND2 CD160 CD207 CD44 CDC37L1 CEBPA CLEC10A CLEC1A CNKSR2 CPA4 CXCL12 CYB5R1 CYRIA DAZAP2 DCUN1D2 DENND3 DHRS7 DNAI2 DPPA4 DRAM1 EDNRA EDNRB EFEMP2 ENC1 ENPP4 EPS8L1 ERBB2 F2RL3 F9 FAM53B FBXO34 FCER1A FCHSD2 FMO3 FMO6P FRMD4A FYN GABRR2 GAD2 GLUL GPBP1L1 GPR21 GPR25 GPR27 GPR4 GSTT2 GYS2 H2AP HECTD3 HK3 HLA-C HLA-DPA1 HOXA11 HRH3 HTR3A IGHA1 IL1B IL1RAPL1 IL5RA IL7R IMPACT INAVA INPP4A ITGAL JADE2 JAG1 KCNJ1 KCNJ12 KIFAP3 KLF12 KLF4 KLHDC8A KLRB1 KLRC3 LCOR LILRA3 LINC00623 LINC01278 LRAT LRP10 LTBP2 LZTS1 MANBA MAST3 MAU2 MFAP5 MICALL1 MIP MIR622 MST1L MTARC2 MTCL1 MX2 MYO15B NBR1 NEIL1 NFKBIL1 NISCH NPR3 NRG1 PAK3 PCDHGB5 PCOLCE2 PDE6G PDGFD PDXDC1 PGR PIP4K2B PLEKHF1 PLEKHM1 POM121L2 POMZP3 PPARA PROCR PRODH2 PSG3 PTPRE PTX3 PZP RAB36 RAC2 RASL11B RBM12B RGS19 RNF220 RNF31 RNF44 RORC RPRD2 RSAD1 RXRA S100B SAP30L-AS1 SH2B2 SLC10A3 SLC25A21 SLC27A3 SNN SPON2 SPTBN5 SSUH2 STOM STOML1 SULT4A1 SYCP1 SYK SYNE2 TAAR3P TBKBP1 TCTA TJAP1 TMEM127 TMSB15A TPM1 TPP1 TRIM22 TSC22D1 TXK UBAP1 UBE2D4 UBE4B UPK3A USP19 VAV3 VEGFC WASF2 WDR37 WFDC1 XKR8 YPEL1 ZBP1 ZBTB44 ZNF143 ZNF34 ZNF440 ZNF862 ZZEF1 GSE39864_WT_VS_GATA3_KO_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE39864_WT_VS_GATA3_KO_TREG_DN ABCB8 ACADM ACLY ACOT13 ADCY9 ADD1 ADGRE1 AHCYL1 ALDH2 ALDH9A1 ALG5 AMMECR1L AMPD3 ANAPC13 ANAPC16 ANAPC5 ANG APLP2 APOC2 APOE ARHGAP39 ARHGAP45 ARL1 ARL14EP ARL4C ARRB1 ASAH1 ATP1B3 ATP5F1E ATP5PF BCKDHA BCKDHB BCKDK BMP8B BNIP3L BPHL BRD4 BTG2 C12orf57 C4B C6orf62 CACUL1 CARD19 CASP9 CCR2 CDK2AP2 CDK9 CEBPZOS CLCN4 CNOT1 COPRS CORO1A CREG1 CRIP1 CSF1R CST3 CUEDC1 CYB5A CYB5R4 DCTN3 DDB1 DENND5A DHRS3 DHX9 DPM3 DRG1 EEF2 ERMP1 FADS1 FAM13B FAM89B FAU FBXO45 FES FUT8 GALK2 GLO1 GNA12 GPSM3 GRSF1 GTF2I HAGH HAUS3 HDAC5 HIGD2A HMGA1 HNRNPH1 HPGD IDH3G IGBP1 IGF1 INTS3 IPO11 KANSL2 KIF23 KPNB1 LAMTOR4 LIMA1 LRWD1 LSM4 MAN2B1 MCM5 MEPCE MIF4GD MKI67 MLEC MLST8 MRPL24 MRPL42 MRPS21 MRPS24 MRPS36 NAA38 NAXE NCOR2 NDUFA13 NDUFA8 NDUFB11 NDUFB5 NME3 NPM1 ORMDL3 OTULINL PCK2 PCYT1A PHKG2 PHPT1 PHTF1 PKD2 PKIG PLIN2 PLXNB2 PMM1 PON2 PPIB PPP1R21 PRDX4 PRKAG1 PTDSS1 PTP4A2 RAB3D RAD50 RASA3 RCC2 RELL1 RERE RGL2 RMND5A RNASEH2C RNASET2 RNF166 ROMO1 RPF2 RPL7A RPS18 RSU1 RUFY1 SBNO1 SELENOK SFR1 SH3BP5 SIGMAR1 SKIC2 SLC1A1 SLC25A4 SLC27A1 SLC38A2 SLMAP SLU7 SMAGP SNRNP25 SPART SPTAN1 SPTSSA SQSTM1 SRP9 ST3GAL5 ST8SIA4 STMP1 SYNCRIP SYNGR1 TGIF1 TMEM141 TMEM160 TMEM223 TOR1B TRIM47 TSC22D1 TYROBP UBE2I UBL3 UQCR11 UQCRHL UQCRQ UROD USE1 VAMP8 WDR48 XPOT ZNF740 GSE39864_WT_VS_GATA3_KO_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE39864_WT_VS_GATA3_KO_TREG_UP AATK ABI1 ACADL ACSL1 ADA ADAM9 AGFG1 AIMP2 AKIRIN1 ALDH1A1 ALDH1A2 ANXA3 APAF1 ARNT ATAD3A AZIN1 B4GALT3 BHLHE40 BZW2 C1GALT1C1 C9orf72 CACHD1 CAMK2B CASP4 CASP7 CAVIN1 CCL13 CCL2 CCL22 CCL7 CCND1 CD244 CD7 CDCP1 CDKN2D CER1 CFB CH25H CKM CLCN7 CNN3 COX18 CPS1 CSF1 CXCL10 CYP2C19 DCK DHH EEA1 EFNA3 EGR2 EIF1AY EIF2S3 ELK3 EMP1 FABP5 FGF7 FNDC1 FOXL1 FUT2 GAS1 GBP2 GBP4 GBP7 GCM1 GCNT2 GKAP1 GRINA H3-4 HAP1 HPCAL4 HSD11B2 HSF2 HTR2B IFI35 IFIT2 IFITM3 IFT88 IL12B IL13RA1 IL18BP IL4R INHA INPP1 INPP5B IRF1 IRGM IST1 ITPKB JAK3 KCNH1 KDR KRT17 LGALS8 LTB4R LYN MAP3K8 MC2R MCOLN2 MGAT1 MORF4L2 MRAP MT2A MX2 MXD1 MYD88 MYH14 MYL11 MYPOP NABP1 NAMPT NCKAP1L NDEL1 NDRG1 NEUROG1 NKX2-6 NOC4L NOCT NSMCE1 NUP188 NUP50 NUP62 OR13J1 PAK4 PAPOLB PHGDH PIM1 PIM3 PIP5K1B PLA2G4A PLCB1 PLK2 PLSCR1 PML PNP PNPT1 POLR2C PPA1 PRKD2 PROCR PRSS58 PSMB9 PSMC4 PTGS2 PTPRK RMDN3 RNH1 ROR1 RSAD2 RYR3 SAMHD1 SELP SERPINA3 SERPINF2 SFTPB SH3BGR SLC12A7 SLC1A6 SLC41A1 SLC44A2 SLC4A8 SLC5A1 SLC6A13 SLC7A9 SLFN12L SOAT2 SOCS1 STAT1 STAT3 STAT5A STK39 STX12 SUSD6 SYT7 TANK TAP1 TBC1D10A TECTA TEX2 TFF1 TIMP1 TIMP3 TLR6 TMEM129 TPST1 TRAF3IP2 TRIM21 TSPAN13 UBE2J2 UBE2K UBE2S USP18 VCAN VIPR2 WARS1 WNT1 ZFAND5 ZNF281 ZNF777 ZNHIT3 GSE39916_B_CELL_SPLEEN_VS_PLASMA_CELL_BONE_MARROW_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE39916_B_CELL_SPLEEN_VS_PLASMA_CELL_BONE_MARROW_DN ABCB1 ABHD14A ADK ADORA2A AHNAK AIG1 ALAD APOBEC3B APOH APP ARHGAP26 ARHGAP5 ASNS ATOSB ATP2B1 ATXN1L B3GNT5 BAG3 BAIAP3 BCL2A1 CAMK2N2 CAPN2 CAPSL CASP1 CCDC126 CCL5 CD44 CDC25B CDC42EP3 CDK5R1 CDKN1A CEMIP2 CERS4 CFAP418 CHIC1 CHSY1 CIBAR1 CRMP1 CSF2RA CST7 CTNNA1 CTSW CXCR3 CXCR5 CYSLTR2 DHDH DNAJB2 EDA EFHD2 EID2 ENDOD1 ENPP1 EPB41L5 EPSTI1 ERCC6L2 ERN1 FAM241B FLOT1 FLYWCH2 GAA GARIN3 GBP4 GCNT1 GLIS3 GPANK1 GPM6B GPR155 GPR34 GPR68 GPRIN3 GRAMD1B GRN GSG1 GZMK HACD3 HES2 HIF1A HIGD1C HMGN3 ICOS ID2 IER3 IFITM10 IFNAR2 IFNG IFT81 IL18R1 IL18RAP IL2RB IL7R ITGB1 ITM2C JDP2 KCNC2 KCNK6 KIF5C KRTAP26-1 LANCL3 LAX1 LGALSL LPXN MAF MAPK12 MAPRE2 MATK MEF2B METTL7A MICAL1 MTHFS MYADM MYO1F NCF4 NDNF NKG7 NLRP9 NR1D1 NRARP NRP1 NT5E NUDT16L1 ORAI3 OSBPL3 OSTF1 PARP16 PCGF2 PCNX4 PCTP PDE2A PDE8A PEAR1 PFN2 PID1 PLAGL1 PLSCR1 PLXNB1 PLXNC1 POGLUT3 POU6F1 PPP3CC PRKAR2A PROS1 PRR13 PRSS12 PTGER2 PTPN13 PVT1 RAB39B RAB8B RALGDS RAPH1 RBM47 REPIN1 RNASE4 RNF157 RORA S100A11 S100A4 S100A6 SALL1 SCN8A SEMA7A SHLD1 SLC26A11 SLC9A9 SMPDL3A SMPDL3B SORL1 SP7 SPOCK2 SRXN1 ST3GAL6 ST8SIA2 STX11 SURF1 SYT11 TBRG1 TBX21 TEX9 TLR3 TMEM65 TNFSF14 TOX2 TPI1 TPST2 TRAF1 TRH TRIM35 TRIP10 TRPM6 TSPAN3 TSPAN31 TTC39C TTLL12 VMP1 YBX3 ZBTB42 ZC3H12D ZCCHC3 ZDHHC2 ZFPM1 GSE39916_B_CELL_SPLEEN_VS_PLASMA_CELL_BONE_MARROW_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE39916_B_CELL_SPLEEN_VS_PLASMA_CELL_BONE_MARROW_UP ACVRL1 ADA ADCY6 ADGRG3 ADH1C AGO2 ALS2CL AMIGO2 AMPD1 AMPD3 ARID3B ART4 ATP1B1 BACE1 BACH2 BASP1 BBS9 BCL3 BCL9 BEND5 BLTP1 BNIP3L BRDT BTK CA2 CACNA1D CACNA2D2 CALCRL CBX2 CCDC30 CCR9 CD163 CD47 CD7 CD81 CD8A CDC42EP4 CERS6 CHD3 CHDH CHML COX7A2 CREB1 CUL3 CYP2D6 CYTIP DAPK1 DAPL1 DDIT3 DDX49 DENND6A DGKD DLEU7 DMAC1 DNAI4 DNMT3A DNTT DYRK2 ECM1 EGR3 EIF4E3 EMID1 EPB41L2 FOXN3 FOXO1 FRMD4A FRMD6 FRY G0S2 GABRR2 GALNT10 GATA1 GDPD3 GEN1 GGPS1 GK5 GOLGA3 GPR18 GPRC5B GSN GTF2IRD1 GUCD1 GZMA H3C14 HECTD2 IFIT3 IFNGR2 IFT80 IGF2BP2 IGFBP4 IGSF23 IKZF3 IL17RB IL31RA IMPDH1 ITGB3 ITM2A KCNA2 KIAA0040 KIF20A KMT2D LARP4B LEF1 LGMN LRRC42 LZTFL1 MARCKS MEF2A MINDY2 MMP11 MMP15 MTSS1 MX1 MYL4 MYL6B MYO6 NCKAP5L NDRG1 NDRG2 NEDD4 NFKBID NLRC3 NRM OSBPL8 PACC1 PADI3 PAK1 PALS1 PCED1B PDLIM1 PDLIM4 PI4KA PMEPA1 PODXL PPP1R3B PTGIR PTPN2 PURB RAB3IP RALGPS2 RASGRP2 RASL11B RNF213 RPL31 SAMD8 SELL SEMA4G SGK3 SHE SLC16A10 SLC16A5 SLC27A4 SMC4 SMC6 SMCHD1 SMO SORCS2 SOX4 SRSF12 STMN1 STT3B SUSD1 TDGF1 TET1 TET3 TIPARP TKTL1 TMCC3 TMEM108 TMEM35A TMIE TNIK TNS1 TRAM2 TREML2 TRIM56 TRIM59 TRPM7 TTC3 TUBB2A TUT4 UBE3A UBN1 UBTD2 USP34 USP40 VANGL2 VASH1 WDR12 WDR46 XKRX YJU2B ZBP1 ZBTB34 ZCCHC12 ZDHHC14 ZNF281 ZNF605 ZYG11B GSE3994_WT_VS_PAC1_KO_ACTIVATED_MAST_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3994_WT_VS_PAC1_KO_ACTIVATED_MAST_CELL_DN ABCB4 ABHD16A ABHD4 ADAM8 AFG3L2 AGO2 AGPAT3 AP1B1 ARAP1 ARHGAP17 ARHGAP18 ARHGEF19 ARHGEF7 ARID5A ARL4C ARMCX3 ATG16L2 ATG2A ATIC B4GALNT4 BBS9 BCL2L11 BSCL2 CA8 CACNA2D4 CALU CAMK2D CASP4 CASZ1 CD200 CD28 CD5 CDH2 CDIN1 CEP164 CEPT1 CHD7 CHSY1 CLCC1 CLEC10A CLUAP1 CNP CPNE1 CREB3L2 CSNK1A1 CSNK1D CTDSPL2 CTNNB1 CTSE CYSLTR2 DESI2 DNAJA4 DNAJC21 DNASE1L3 DPH7 ECE1 EMB EML5 ENAM ENPP4 EPSTI1 ERCC4 ESYT2 EVC2 EVL EXOC4 EXOC6 FBXO31 FNTA FUCA2 GALC GATA3 GGT7 GHSR GIMAP7 GMEB2 GPC1 GPR18 GPR89B GPRASP2 GSN GSTT2 GTF3C3 IL20RB IL21 IL24 IL4R IL5 ITGB3 ITSN2 JAK3 KBTBD11 KCTD12 KDM1B KLHDC2 LAMA1 LASP1 LDHD LPP LY6E LYRM1 MAP3K5 MAP3K8 MDFIC MICALL2 MLLT3 MMP1 MMP12 MON2 MRPL1 MSRA NEK8 NELFB NEMF NFE2L2 NFIL3 NGLY1 NISCH NUB1 ODC1 ONECUT2 OSBP PADI3 PAFAH1B1 PAK6 PAN2 PGPEP1 PI4KA PLA2G12A PNMA2 POGLUT2 POLR3C PSMF1 PTGER2 PTK2B PTK6 RABEP2 RADIL RBM10 RBMS1 REN RFTN1 RIOK1 RMC1 RND3 RPAP3 SASH3 SATB1 SBNO2 SEC24C SELL SH3GL1 SIGIRR SLAMF1 SLC15A2 SLC17A6 SMO SNX1 SNX20 SNX9 SOCS3 SPP1 SPSB4 SSR3 STAM STIM1 STK33 STOML1 SUGP1 SYNE2 TAF1B TASP1 TBRG1 TENT5C TERF2IP TGDS TMEM229B TMEM39A TMEM41B TNFSF8 TOR2A TRAM1 TRAM2 TRIM66 TRRAP TSPAN6 TYK2 UBE3B USP50 UVRAG VPS13B VPS39 WIPF2 ZBTB17 ZBTB25 ZBTB43 ZIC1 ZMAT3 ZMYM4 ZNF804A GSE3994_WT_VS_PAC1_KO_ACTIVATED_MAST_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE3994_WT_VS_PAC1_KO_ACTIVATED_MAST_CELL_UP ACVR1C ADAMTS15 AIF1L AIM2 ALDH18A1 ALDOB ALOX15 ANKRD6 ANXA8 AP1S2 ARL4A ARPC5L ATP2B3 AVPR1A BMPR2 BPIFA3 BRINP3 C1QTNF9 C1orf56 C2 C2CD2 C7orf50 CBLN1 CCDC184 CCL7 CCNA1 CCR6 CD40 CD86 CDC20B CEP68 CER1 CNN3 COL26A1 CPED1 CPLX2 CPNE3 CREB3L3 CRMP1 CTTNBP2NL CYP4F2 DENND2B DENND4A DNAAF1 DNAJB8 DOCK6 DUSP14 DUSP18 DUSP4 DYNC2I1 EIF5A2 ELF3 ELF4 ELN EPHA4 ESRP1 EXOSC5 EXTL3 FA2H FAM227B FBLN1 FBLN2 FBXO41 FBXO42 FEV FGA FGF12 FGR FKBP14 FOXK1 FOXN3 FUT7 GAREM2 GCNT2 GMFB GPR162 GTPBP8 HERC3 HSPA12A IFITM5 IFRD1 IL17RE IRX1 JAM3 KCNAB1 KCNF1 KCNJ9 KIF1A KIF5C KLF10 KRT27 KRTAP17-1 KRTCAP3 LCE3B LRCH4 LRRC75A LYSMD3 MAP7D2 MET MFNG MGAT3 MICAL2 MMP14 MMP17 MOV10L1 MYH9 MYL2 MYO1E NDRG2 NINJ1 NIPAL2 NKX1-2 NKX2-1 NSUN7 NUMBL NXPE4 OSBPL6 OTOP2 PACSIN1 PANK2 PCOLCE PDE11A PDE6G PDZK1IP1 PDZRN4 PGM2L1 PHACTR4 PKIB PLA1A PMEPA1 PNLIPRP2 PRG4 PRR5L PRSS8 PSMB9 PSPN RAP1A REXO2 RGL1 RHBDF1 RHOF RNF123 RNF169 RNF24 SAA1 SCD SCN2A SEC14L5 SELENOV SEMA6C SEMA6D SFI1 SH3BGRL2 SKIL SLC22A16 SLC22A2 SLC25A4 SLC25A42 SLC44A3 SLC4A11 SLC4A4 SLC7A14 SLCO5A1 SORT1 SPATA25 SPDYE18 SPINK8 STEAP4 STX1A SYN2 TAMALIN TBC1D4 TEAD1 TEAD4 TINAGL1 TM4SF1 TMEM192 TMEM51 TNFRSF17 TNFSF11 TRIM9 TSPAN2 TTC34 TTLL13 TTLL6 UBE2E1 UGT2A3 UPK2 USH2A VIP VPS37D VWA3A VXN WDFY4 WWC2 XRCC2 ZBTB18 ZDHHC12 ZDHHC2 ZNF334 GSE40068_BCL6_POS_VS_NEG_CXCR5_POS_TFH_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40068_BCL6_POS_VS_NEG_CXCR5_POS_TFH_DN ABCG1 ABI3 ACSL3 ADGB ADGRL1 ADNP ALG1 AMER1 ARHGAP35 ARHGEF11 ARL4C ARRDC3 ART4 ATE1 ATN1 ATXN3 BCOR BRDT BTG2 C19orf38 CA2 CAMSAP2 CARD6 CCDC126 CCDC73 CCNT1 CD302 CDKN1B CERS6 CFL2 CHST15 CLIP1 CLMP CNR2 COL11A2 CREBL2 CRYBA1 CTNS CTSS DBP DCAF11 DDIT3 DDX50 DLG3 DYRK2 EEF2K EGR3 EIF4B ELK4 EPM2AIP1 ERBIN ESCO1 FAM86B2 FAM8A1 FILIP1L FLCN FOXO1 GATAD2B GPR146 GPR18 HBP1 HECTD2 HIVEP2 IER5 IL27RA IQSEC1 IRF6 ITM2A JADE2 JMJD1C JMJD8 JMY KBTBD11 KLF13 KLF7 KLK8 KMT2C KMT2E KPNA4 LDLRAD4 LEMD3 LIPA MAP4K4 MCFD2 MGAT5 MGP MGST2 MINDY2 MPPE1 NCKAP5L NCOA2 NEXN NFIX NFRKB NIPSNAP2 NR1D2 NR2C1 NSG2 NUCB2 P2RX4 PACC1 PATJ PBXIP1 PDE4B PDZD9 PHF14 PHF23 PHPT1 PJA2 PNRC1 PPP2R5A PRF1 PRPF40B PSD QTRT1 R3HDM1 RAB3IP RAB6B RAPGEF2 RAPGEF6 RASA2 RBM5 RCL1 RDH13 RELCH RERE RNF167 RNF24 RPL38 RPL5 RPLP1 RPLP2 RPS14 RPS18 RPS29 RPS5 RPS8 RUNDC3B SALL2 SELENOW SEMA4F SENP6 SERAC1 SESN3 SH3BP5 SKIL SLC25A27 SMIM14 SNHG12 SNHG8 SNN SPIN1 SPRED2 SRRM2 SSBP2 ST8SIA1 SUCO SULF2 TBCEL TCEANC2 TCF12 TCF20 TESC THADA THRA TMCC1 TMEM185A TMEM63A TMEM87B TOP2B TRIM56 TRIO TTC3 TWNK TXNRD3 USP32 UTRN WASL WDR41 WDR46 YAE1 ZBTB11-AS1 ZBTB18 ZBTB20 ZBTB39 ZDHHC17 ZFP1 ZFP28 ZFP36L2 ZMAT1 ZMYM2 ZMYM4 ZNF354C ZNF467 ZNF471 ZNF507 ZNF667 ZNRF1 ZRANB1 GSE40068_BCL6_POS_VS_NEG_CXCR5_POS_TFH_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40068_BCL6_POS_VS_NEG_CXCR5_POS_TFH_UP ABCB9 ABHD4 ACTN4 ADAP1 ADPRH ADPRM AFTPH AHCY ALAD ANXA4 AP1S2 AP1S3 AP5Z1 APOO ARHGAP19 ARHGAP26 ARPC1A ARPC1B ASF1B ATF6 ATG7 ATP2A2 ATP5PF ATP8B2 AUNIP B9D1 BCAT1 BORA BRI3BP BRIP1 BUB1B C15orf40 C6orf58 C9orf64 CARHSP1 CARNMT1 CBX5 CCAR1 CCDC92 CCNF CCR5 CDC45 CENPH CENPK CFAP157 CLSTN1 CMSS1 COBLL1 COX6B1 CREB3L1 CYP11A1 DCLK1 DHDH DHRS1 DHX58 DNA2 DTL DYNLT1 ECI2 EFHD2 EMC10 ENKD1 ENSG00000286190 ERCC2 EXO1 EXOC4 FAM177A1 FAM81A FGR FHDC1 FHL2 FLAD1 FRMD4B GAS2L1 GLMP GPR155 GTSE1 GUSB GZMK HADHA HASPIN HIC1 HMCES IL12RB2 IL18R1 IRF4 JAK3 KCTD5 KIF20A KNSTRN LDHA LGALS3BP LGALS9B LIF LIME1 LPGAT1 LYPLA1 MAP2K3 MAP2K4 MATK MCM8 MELK METRNL MIS18BP1 MLKL MMD MND1 MRPL34 MRPL38 MSTO1 MXD3 MYADM NCAPD2 NEK4 NEK7 NF2 NFATC1 NFATC2 NFIL3 NGLY1 NIBAN1 NUP93 OPN3 OPTN PAFAH1B3 PAK6 PAQR4 PDCD1 PDCD6IP PEAR1 PERP PIF1 PIK3AP1 PLAGL1 PLCB1 PLEKHB2 PML POLQ POMP POPDC2 PPP3CC PRC1 PRRT4 PSMA2 PTPN12 PXMP2 PYGO2 RAB39B RAB8B RAD51AP1 RDH11 RDM1 RGS10 RIDA RNF216 RNH1 RNMT ROPN1L RORA RRP7A RTP4 RUNX2 SAPCD2 SCCPDH SEC61B SERHL2 SERPINB9 SHCBP1 SKA1 SLC37A4 SMPDL3A SPC24 SPC25 SRI SSR1 STON2 TCEAL9 TEX9 TMEM106A TMEM140 TMEM167A TMEM184B TPX2 TRAIP TRMT1L TTF2 TUBB3 TXNDC17 UBE2C UBXN2B UBXN8 UQCRQ UTP11 VCAN VDAC3 VPS26C VSIG10 XAF1 ZFAND4 ZNF410 GSE40068_CXCR5NEG_BCL6NEG_CD4_TCELL_VS_CXCR5POS_BCL6NEG_TFH_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40068_CXCR5NEG_BCL6NEG_CD4_TCELL_VS_CXCR5POS_BCL6NEG_TFH_DN ABCA2 ABTB3 ACOT7 ACSBG1 ADAM8 AFG3L2 AHNAK AKR1B10 ANXA1 ANXA2 APOBEC3B APOBR APRT ARHGAP18 ARHGAP26 ATF6 ATP8B4 B3GNT5 B4GALNT4 BAG3 BAIAP3 BCL2A1 C3orf14 CAPN2 CAPSL CARHSP1 CCR5 CD44 CDC25B CDC42EP3 CDH1 CEMIP2 CERCAM CHSY1 CORO2A CRIP1 CRMP1 CST7 CTNNA1 CTSW CXCR6 CYB5R4 CYSLTR2 DBNDD2 DHDH DKKL1 DNAJC15 DNASE1L1 DOCK5 DYM EFHD2 EHBP1L1 ENDOD1 ENTPD1 EPSTI1 ERN1 ERRFI1 FCGR2B FHL2 FLOT1 GAB3 GALM GALNT3 GARIN3 GARS1 GBP4 GLUD1 GNG2 GOLM1 GPC1 GPR155 GPRIN3 GRAMD2B GSAP GZMM HGSNAT HIC1 HID1 HIGD1C HOPX HSD11B1 ID2 IFI27 IFNGR1 IGSF8 IL12RB2 IL18R1 IL18RAP IL2RB ITGB1 ITGB2 KCNK5 KIF5C KLRC1 KLRD1 LAIR1 LAX1 LDAF1 LGALS1 LGALS3 LSS LYSMD2 LYST MAF MAP2K3 MCOLN2 MDFIC METTL7A MICAL1 MNS1 MOGS MTHFS NAT10 NDUFAF7 NEK7 NFIL3 NIBAN1 NOD1 NQO2 NRARP NUCB1 OSTF1 PADI2 PARP16 PCGF2 PCTP PDE2A PILRB PKP4 PLAC8 PLEKHM3 PLSCR1 POGK POGLUT2 POGLUT3 POU6F1 PPP3CC PRKAR2A PRR13 PTGER2 PTGER4 PTPN13 PTPN22 PTPN4 PVT1 RAB19 RAB23 RALGDS RAP1GAP2 RAPH1 RBL2 RBM47 RCN1 RECK RHOC RMDN2 RNF157 ROM1 RORA RRAS S100A11 SEMA4F SIDT1 SLAMF7 SLC25A24 SLC25A53 SLC26A11 SLC2A1 SLC2A8 SMAD3 SNAI3 SORL1 ST14 ST3GAL6 STAT4 STX11 SYTL3 TAFA3 TBL2 THTPA TMBIM1 TMEM109 TMEM37 TNFRSF18 TPI1 TPST2 TRAF1 TRMT112 TRPS1 TSPAN31 TTC39C TXN USP20 USP48 VIM WWP1 YBX3 YES1 ZBTB42 ZDHHC2 GSE40068_CXCR5NEG_BCL6NEG_CD4_TCELL_VS_CXCR5POS_BCL6NEG_TFH_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40068_CXCR5NEG_BCL6NEG_CD4_TCELL_VS_CXCR5POS_BCL6NEG_TFH_UP ACSBG1 ADAM8 ADPRH ALAS1 AMMECR1 ANXA4 AP1S2 AP2M1 ARHGAP19 ARHGAP21 ARPC4 ATOSB ATP1A2 ATP2A2 AUNIP B4GALT5 BCAT1 BORA BSG C4orf46 CAMK2N2 CAPN2 CAPZB CARHSP1 CARNMT1 CASP7 CCDC141 CCNC CCR2 CD109 CD80 CDK1 CDK5R2 CENPS CENPV CERCAM CHCT1 CKAP5 CLCN5 CMSS1 CRAMP1 CRYBG3 CSF1 CTLA4 CTSW CYP11A1 DHRS1 DNA2 DNAJC15 DNASE1L3 DOK2 EFHD2 ERN1 ERRFI1 FAAP24 FAM177A1 FANCF FBXO44 FCER1G FRMD4B G6PD GALNT3 GDAP2 GEMIN2 GFPT1 GIMAP7 GINS2 GLMP GMDS GNA15 GRN GTF2E2 GTSE1 GZMK HELQ HINT1 HIP1R HPF1 HROB HSD11B1 HSPA1B ICA1 IL2RA IRAK1BP1 IRAK3 ITGB1 KIF20A LACTB LANCL2 LGALS3BP LHX2 LMAN2 LYZL6 MACROH2A2 MAFG MAP2K4 MELK MGME1 MLKL MMD MMS22L MVB12A MXD3 MYD88 MYEF2 MYL4 NAA15 NAAA NCBP2 NDUFAF7 NDUFB9 NEIL3 NEK7 NFATC2 NFIL3 NGLY1 NIF3L1 NT5E NUDT22 NUP37 NUP62 NUP93 NUS1 NUTF2 NXN OIP5 OPTN OSBPL9 OSTF1 PAK6 PCDHGC4 PCSK7 PDIK1L PEAR1 PICALM PIH1D1 PKIG PLXDC1 POGK PPIA PPP2R1B PPP3CC PRIM2 PTPN12 RAB5IF RAB8A RAD51C RBX1 RDM1 REEP4 RFC3 RGS1 RHBDF2 RHOC RNASEH2B ROPN1L S100A5 SAP30 SAPCD2 SCPEP1 SEC61B SERHL2 SERPINB9 SFTPB SGCB SLC2A8 SLIRP SMPDL3B SPATS2 SPC24 SSR1 STK35 SUV39H1 SYCE2 TAMM41 TFG TG TMEM140 TOPBP1 TPST2 TRMT1L TSHB TSPAN3 TTF2 TUBB3 TUBE1 TXNDC17 TXNDC9 UGP2 UPB1 UQCR10 UQCRQ VAX2 VPS26C WDHD1 YAP1 ZCCHC3 ZFAND4 ZFPM1 ZNF654 GSE40068_CXCR5POS_BCL6POS_TFH_VS_CXCR5NEG_BCL6NEG_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40068_CXCR5POS_BCL6POS_TFH_VS_CXCR5NEG_BCL6NEG_CD4_TCELL_DN ACTN1 ACVR1B ACVRL1 ADA ADCY6 ADH1C AFF1 AFF3 AGO2 ALS2CL AMER1 AMIGO2 AMPD1 ARHGAP29 ARRDC3 ART4 ATF7IP ATP1B1 ATP6V1D ATP8A1 BACH2 BCL11B BCL3 BEND5 BTF3L4 C1orf74 CALCRL CAMK4 CCDC30 CD163 CD200 CD81 CDC42EP4 CHDH CHST15 CIC CKAP4 CNN3 CREB1 CSNK1A1 CSRNP2 CTSV CUL3 CYTH3 CYTIP DAPK1 DAPL1 DGKD DLG4 DNTT DUSP10 EGR2 EGR3 EPB41L1 EPHX1 EXT1 FAM210A FOXP1 GABRR2 GEN1 GNB4 GPCPD1 GPD2 GPR146 GPR18 GPR83 GPRC5B H3C14 HIPK3 HSDL1 IFNGR2 IFT25 IGFBP4 IGSF23 IKZF1 IL17RB IL6ST ING1 ITM2A IZUMO1R KBTBD11 KCNMB4 KDM6B LARP4B LDHB LEF1 LIPA LPCAT3 LRRC1 LRRC42 LYPD6B MACO1 MAP7 MARCKS MBNL2 MBTD1 MCL1 MED13 MGAT5 MMP15 MPP1 MRPL30 MTMR2 MTSS1 MYB MYO10 MYO6 NAB2 NAV2 NCOA3 NDST1 NFIX NIPAL1 NRIP1 NUCB2 OAZ2 OSBPL8 OSBPL9 PACSIN1 PAK1 PALS1 PDE4B PDK1 PDLIM4 PHF2 PIK3IP1 PLAUR PLEKHG2 PMEPA1 PPM1B PPP1R3B PPP1R3F PRICKLE1 PTEN PTGIR PTK2 RAB3IP RAMP1 RASGRF2 RASGRP1 REEP1 RFLNB RGS10 RHOH RIPOR2 RPL31 RRAGD SAMD8 SATB1 SELENOP SESN1 SFMBT2 SH3PXD2A SLC16A10 SLC16A5 SLFN5 SMARCC1 SMC6 SMO SORCS2 SOX4 SPRED1 SPRED2 SPSB1 ST8SIA1 ST8SIA6 STT3B SULF2 TCF7 TET1 TFCP2 TGFBR3 TGIF2 THOC2 TIMP2 TMEM108 TNS1 TRIB2 TRIM56 TRIP12 TRPM1 TSPAN13 TSPAN32 TTC3 TUBB2B UBE2E2 UBE3A UBTD2 USP28 VANGL2 XKRX YEATS4 ZBP1 ZCCHC12 ZEB1 ZNF22 ZNF24 ZNF281 ZNF606 ZNF629 GSE40068_CXCR5POS_BCL6POS_TFH_VS_CXCR5NEG_BCL6NEG_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40068_CXCR5POS_BCL6POS_TFH_VS_CXCR5NEG_BCL6NEG_CD4_TCELL_UP AAK1 ACSS1 ADD1 ADD3 ALG2 AMER1 AMPD1 AMPD3 ARHGAP35 ARID4B ARL4C ARRDC3 ART4 ATN1 ATP1B1 ATXN1L BACH2 BCL9 BRAF BRD3 BRWD1 BZW2 CARD6 CCNT1 CCR7 CD302 CDADC1 CEBPZ CFL2 CHD7 CLCF1 CLCN6 CLPP CNN3 CNOT1 CNST CREBL2 CTDSP1 DCUN1D3 DDX3X DDX50 DENND11 DENND2C DIPK1A DNAI4 DYRK2 DZIP1 ELOVL7 ENPP4 EPM2AIP1 FAM78A FILIP1L FNDC10 FOXO1 FOXO3 FOXP1 GALNT6 GATAD2B GLRA4 GM2A GPR146 HECTD2 HSDL1 IBTK ICAM2 IFT80 IGIP IL27RA IL7R INSR IQGAP2 IRAK3 IRF2BPL KIAA0930 KLF7 KMT2E L3MBTL3 LARP1 LCOR LDHB LETM2 LFNG LRIG1 LRRC39 LRRIQ4 LYNX1 LYPD6B LZTFL1 MCL1 MCMBP MICALL1 MINDY2 MOSMO MPPE1 NEXN NFE2L3 NFRKB NR1D2 NR3C1 NRIP3 PACC1 PADI2 PAG1 PATJ PATZ1 PCIF1 PDE4B PEX19 PFKFB2 PHF2 PIK3IP1 PJA2 PLCB2 PNRC1 POU5F2 PPARGC1B PPM1B PPM1L PPP1R3B PPP1R3F PPRC1 PRPF6 PTK2 PTPN18 RACK1 RAD52 RALGPS2 RAMP1 RC3H1 RCAN3 RFTN1 RGMB RNF167 RNF220 RPL9 RPLP1 RPS14 RPS19 RTCB RTN4RL1 S1PR1 SAMD8 SCML4 SELL SENP6 SERAC1 SERINC4 SGK3 SHE SKI SKIL SLC25A2 SLC49A4 SLC5A10 SLF2 SLFN13 SMAD4 SMARCA2 SNHG8 SNX31 SPATA5L1 SRRM2 ST8SIA1 SUCO SULF2 SULT1A1 TBXA2R TCEANC2 TCP11L2 TFAP4 TIPARP TMEM64 TMEM71 TNKS TNRC6B TRIB2 TRIO TRMT13 TSC22D3 TTC3 TXNIP USP12 USP32 USP50 VPS37B WASL WDR20 WDR37 WTAP XPO4 YAE1 ZBTB37 ZBTB4 ZDHHC17 ZFP36L2 ZNF263 ZNF281 ZNF569 ZNF652 ZRANB1 GSE40184_HEALTHY_VS_HCV_INFECTED_DONOR_PBMC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40184_HEALTHY_VS_HCV_INFECTED_DONOR_PBMC_DN AAAS ABI3 ACADL ACAP1 ADM2 ADTRP AEBP2 AGFG2 AKAP10 ALKBH7 ANAPC2 APLP1 ARID5A ARL15 ARPC4 ART5 ASB2 ATG5 ATG7 ATP2B1 ATP5F1E ATP5MC1 ATP5MG ATP6V0A2 BANF1 BHLHE40 BICD2 BICDL1 BYSL C15orf48 CAPG CCDC102A CCDC12 CCDC124 CD4 CHADL CIAPIN1 CLINT1 COASY CREB3L2 DCLRE1C DDOST DDX42 DENND4C DLGAP5 DMRT1 DNAJC15 DNAJC4 DYM EIF3F ELOF1 EPB41 ETV5 EVL F2R FAAP20 FAM110A FAM13C FASTK FBXW4 FHIP1B FKBP2 FKBP8 FLT3LG FOXB1 FURIN FYCO1 GABARAPL1 GCNT2 GLDC GLIPR2 GNG2 GNPTG GPBP1L1 GPC1 GPC5 GPI GRINA HACD2 HS3ST3B1 ICAM5 IFNG IL12RB2 IL18RAP IL2RA INF2 IRAK2 IRAK3 ITGB3 ITGB7 JAZF1 KANSL1 KATNB1 KCNK7 KLRD1 L1CAM LCMT1 LGALS3BP LY6E MAP2K2 MAP4K1 MB21D2 MBD5 MED10 MFSD10 MICAL1 MLF2 MOB2 MRPL23 MRPS28 MSANTD3 MYLK3 MYO1G NDUFS3 NRAS NRBP1 NUCB1 OPTN OR2T33 OTUD5 PCIF1 PCYT2 PGM2 PIEZO1 PIM2 PIP5K1A PITPNA PLAGL2 POLR2I PPP3CC PRDM1 PRDM4 PYGL QPCT RABGAP1L RAMP1 RCBTB2 RDX RELB RIOK1 RWDD1 S100A6 SAYSD1 SDC4 SEC23B SEC24D SERPINB1 SGCB SH2B1 SH2D2A SHISA2 SLC12A7 SLC35A4 SLC39A8 SLC45A4 SLC4A1 SLC52A3 SMURF1 SNCAIP SNF8 SRGN SRI STK24 SURF4 SYTL2 TAP2 TBC1D9B TBX20 TECPR1 TES TESC TEX2 TM2D2 TMED3 TNFSF10 TNNC1 TOR4A TP53I13 TPGS1 TPI1 TRIM67 TSHZ1 TUT1 UBE2M UBE2Q1 UGT8 UPF1 UPF3A UXS1 WDFY1 WNK1 WRN YIPF3 ZMAT2 ZMAT5 ZMYND8 ZNF652 ZNF687 ZNF740 ZNF76 GSE40184_HEALTHY_VS_HCV_INFECTED_DONOR_PBMC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40184_HEALTHY_VS_HCV_INFECTED_DONOR_PBMC_UP ABAT ABHD17B ABL2 ACTG2 ADH4 ADK AFF3 AHR AK3 ALOX12 ALOX5 ANKRD39 ARHGAP28 ARL5B ARMT1 ATF4 BARHL1 BAZ2B BTBD6 C10orf90 C11orf16 C18orf54 C5AR1 CAPN6 CC2D2A CCNT1 CD33 CDC14B CEP95 CLK2 CLYBL CMPK2 COL2A1 CPLX2 CTTNBP2 CXCR5 CXXC5 CYB5R3 CYP2C18 DIPK1A DPP4 DVL2 DYNC2I2 DZIP1L EGFR EHHADH EOMES EPAS1 EPB42 EPN2 ESM1 F2RL1 FAM171B FCRL1 FGF13 FGFRL1 FLCN FOXN2 GADD45A GANC GGA2 GPR137B GPR155 GPR158 GPR39 GPRC5A GRHL1 GRM4 HACD3 HEY1 HOXA1 HOXA5 HPCAL1 HSD3B1 HTR1D IFNGR2 IFT88 IGFBP6 IL10RA IL5 ILKAP INTS9 IRF7 KCNA5 KCNC2 KLHDC2 KPNA4 KRAS KRT80 KRTAP13-2 LACTB LACTB2 LMBRD1 LRRK2 MAGED2 MAPK8 MARCHF7 MAST1 MAT2A MCEMP1 MCRIP2 MDN1 MEOX1 MESP2 MIGA1 MOB4 MST1R MTFMT MTFR1 MTHFD1L MUTYH NARS2 NEIL1 NINJ2 NMNAT3 NOBOX NOCT NOP2 NR4A2 NSG2 NUDT11 NXPE4 ORC4 OVGP1 P2RX4 PDS5B PFKM PHAF1 PLCB1 POGK POLE3 POU6F1 PRF1 PTCH2 PTPN12 PURG RAB3C RALYL RASA3 RHBDD2 RIMOC1 RNF145 ROGDI RPL31 RPS6KA6 RRN3 S1PR1 SCPEP1 SERPINA11 SH2D1A SIGLEC7 SIM1 SLAIN1 SLC17A9 SLC22A4 SLC6A18 SLFN12 SNCA SNHG32 SNX33 SP6 SRSF1 STEAP1 SVIL TAF1C TBC1D12 TBC1D4 TCN2 TMEM102 TMEM116 TMEM191C TMEM216 TMEM65 TMTC4 TNFAIP6 TNFRSF11A TOMM20 TPCN2 TPP1 TRIM35 TRPM7 TSC22D3 TSN TTC13 TUBB2A USP34 WDR46 WEE2 WNT6 XRCC2 ZC4H2 ZCCHC18 ZFP41 ZMYM3 ZNF23 ZNF280B ZNF354C ZNF518B ZNF623 GSE40225_WT_VS_RIP_B7X_DIABETIC_MOUSE_PANCREATIC_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40225_WT_VS_RIP_B7X_DIABETIC_MOUSE_PANCREATIC_CD8_TCELL_DN AAAS AARS1 ACOX1 ADRM1 AGPS AIFM1 ALDH18A1 ALG14 ALG5 ALG9 ARF4 ARFGAP3 ARHGDIA ATG13 ATOSB BAK1 BCAR3 BIN2 BMP6 BMP8A BRCA1 BSCL2 BSG BUD23 C20orf96 CABLES1 CACNB1 CACNB3 CAMKK2 CCNE2 CDC25A CDCA4 CDIPT CENPA CENPI CHST2 CKS2 CLDND1 COPB1 COX18 CRIP1 CTSV CYFIP1 DAXX DENND1B DEPTOR DUSP16 ECH1 ECHS1 ECT2 EDRF1 EIF2AK3 ENO1 ENSG00000237250 FBXW8 FHIP2A FRRS1 FTSJ1 GALNT1 GAPDH GBA1 GBF1 GEMIN7 GPN2 H2AC4 H2AC8 H2AZ1 H2BC10 H2BC6 H3C10 H3C11 H4C4 HDGF HMGB2 HMOX2 IARS1 IDE IDH3G IFNAR1 IGF1 IGHV4OR15-8 IQGAP2 IRF7 JPT1 JTB KCNN3 KIF4A KLHDC4 KNTC1 KTI12 LIN52 LINC02363 LTK LZTFL1 MAD2L1 MAN2A1 MAN2B1 MANF MAPKAPK3 MARS1 MARVELD2 MCAT MCRS1 MDFIC MDH2 MDM2 METTL1 MFSD2A MLEC MLKL MLST8 MRPL4 MT1H MT2A MTRR MYCBP N4BP2 NAGLU NCALD NCAPH NDUFB7 NECAB3 NEIL3 NFIL3 NFXL1 NOA1 NOD2 OAS1 OPTN PAM PDXDC1 PGM3 PIEZO1 PIK3C2A PIM1 PKP4 PLD3 PLEKHA7 PLK4 PMM2 PMVK POMP POU2AF1 PPAT PRC1 PSEN2 PSMA5 PSMD9 PTPN1 PTTG1 PYGB RAB39B RANBP3 RBM47 RDX RINT1 RTRAF SCAMP2 SDF2L1 SEPHS1 SESN2 SKA1 SLC12A4 SLC17A9 SLC2A8 SLC35C1 SLC35E1 SLFN11 SLFN13 SND1 SOS1 SPC24 SPTY2D1 SRP68 SRP72 SRPK1 SSR4 TFDP1 TICRR TMED3 TMEM184B TOP1 TPRG1 TRIM47 TUBG1 TWSG1 UAP1 UBE2J1 UBE2S UBE4A UBXN6 UCHL5 ULK2 USO1 XK YIF1B ZC3HAV1L ZDHHC9 ZNF215 ZNRD2 GSE40225_WT_VS_RIP_B7X_DIABETIC_MOUSE_PANCREATIC_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40225_WT_VS_RIP_B7X_DIABETIC_MOUSE_PANCREATIC_CD8_TCELL_UP ABCC5 ABL2 ADAM28 AGBL2 AIDA AMPD3 ANKRD44 AP4S1 APLP2 ATAD2B ATP6V1H BACH2 BMP2K BRAF CAMK1D CCNY CD1D CD79B CDK5R1 CDKL1 CELF1 CHD7 CHIC1 CHL1 CHPT1 CLCF1 CLCN4 COLGALT1 CRIP3 CTNND1 CYBB CYP2U1 DDX39B DEAF1 DENND4C DISP1 DOCK11 DOCK2 DTNB DTX1 DTX4 DZIP3 EFCAB13 ENPP1 EPG5 ESD ETS1 EVL EXOC2 FBXO11 FBXW4P1 FCHSD2 FCMR FCRLA FLT1 FMNL3 GALNT7 GBP4 GSAP HNRNPA1 IFNGR2 IL4R INPP5D JADE2 JAK3 KANSL1L KCNG1 KDM1B KHDRBS2 KLF16 KLHL36 KMT5B LARS1 LAT2 LIPA LPGAT1 LRRC56 MACF1 MAJIN MID1IP1 MIR223 MIR600HG MSL2 NR3C2 NSD3 NUDCD3 NUMA1 OBI1 OGA OSTF1 PARP12 PARP14 PCNX2 PCSK7 PDE8A PHKA2 PIK3C2B PLEKHF2 PLSCR1 POLM PSIP1 PTGS1 PTPN6 PUM1 PUM2 RAB11FIP1 RAB12 RABGAP1 RALGPS2 RASA1 RASGRP2 RB1 RBM6 RIPOR1 RNASEH2B RNF130 RNF216 RTN4IP1 SAYSD1 SCARNA6 SELENON SEMA3D SEMA4F SENP7 SERPINB9P1 SESN3 SGSM3 SHPRH SIPA1L1 SLA SLC2A1 SLC30A4 SLC38A11 SLC6A16 SMC6 SMG1 SNORA14B SNORA50A SNORA57 SNORD116-15 SNORD12C SNRK SNX10 SNX27 SORL1 SP140L SP4 ST3GAL1 ST3GAL3 STAT5A SUSD6 SWAP70 TANGO6 TAPT1-AS1 TAS2R10 TAS2R19 TBC1D10A THADA TLK1 TMED8 TRAK2 TRIM44 TRMT2B TSC22D3 TSPAN33 TTC13 TTC21A TTC32 UBE2E2 USF3 USP44 UTP25 VEZF1 VNN2 VPS13C WDR5B YJU2B ZBTB10 ZC3HAV1 ZDHHC2 ZDHHC23 ZFYVE19 ZFYVE27 ZNF28 ZNF300 ZNF358 ZNF468 ZNF471 ZNF528 ZNF557 ZNF571 ZNF600 ZNF619 ZNF678 ZNF789 ZNF844 ZNF880 ZNRF2 ZSCAN29 GSE40273_EOS_KO_VS_WT_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40273_EOS_KO_VS_WT_TREG_DN ABHD6 ACKR2 ADHFE1 ANKFY1 ANO3 ANP32A APOE ARHGAP17 ARIH2 ASB13 ATE1 ATP8A1 ATXN7L1 B9D2 BACH2 BBS4 BCL2A1 BLK BLVRB BMP2K BMPR1A BORCS7 BTBD8 BTG1 BTLA C2orf76 C6orf118 C8A C8orf58 CAMTA1 CARD11 CASP9 CD22 CDC14A CDC42EP3 CDCA5 CDK13 CDK5RAP1 CDKL1 CECR2 CELSR1 CENATAC CEP162 CIBAR1 CISD2 CKS2 CNN2 CNTLN COLCA1 CORO1C COX6A1 CPNE5 DCP2 DCUN1D1 DMPK DTX1 EIF2AK4 ELK3 EPC1 ETS1 EXO5 FBXO34 FCMR FGD6 FH FKBP5 FOXO1 FYCO1 GAR1 GCNT1 GGA3 GIT2 GKAP1 GMIP GOPC GPR137B GRAMD4 GSN GXYLT1 H2AZ1 HAAO HMGN3 HPF1 HPSE HSPA8 ICAM1 IFNGR1 IFT57 IGF2BP3 IKZF3 INPP5F INVS IRAK1BP1 ITGA3 ITPRIP JDP2 KIAA0930 KIF1C KLHL14 LHFPL4 LMO7 LPGAT1 LRCH1 LRRC75A LRRCC1 LTB LY86 LYN MAP7 MARVELD2 MCM6 MCTP2 MCUR1 METTL14 MIDEAS MIF4GD MPRIP MRPL41 MTA3 MXD3 MYOT NCF1 NCOA1 NEURL2 NFATC2IP NUAK2 OPTN OTUB2 OTUD1 OXA1L OXLD1 OXSR1 PAN3 PANK2 PARP8 PDIK1L PHF13 PI4KB PITPNC1 PITPNM2 PLEKHA2 PNP POU4F1 PRKCB PRXL2A PTK2 PTPRJ RASSF4 RCSD1 RDH12 REV3L RNF157 RP9 S1PR2 SCAF4 SFI1 SH3BGRL2 SIGIRR SIPA1L1 SLC25A40 SLC44A2 SLFN13 SMAGP SPIB STARD9 STAU2 STK10 STXBP1 TAMM41 TASOR TBC1D5 TGFBR2 TMEM131 TMEM131L TMEM63A TNFRSF13C TNRC6C TREML2 TRIP13 TRNAU1AP TSGA10 TUBA1A UBE2R2 USF2 USP25 USP7 VAV2 VEZF1 VOPP1 VRK2 WDPCP ZBED3 ZBTB14 ZBTB25 ZBTB43 ZBTB9 ZC3H12D ZNF148 ZNF18 ZNF839 GSE40273_EOS_KO_VS_WT_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40273_EOS_KO_VS_WT_TREG_UP ABCB6 ACADVL ADGRE5 ALCAM ALDH3B1 ALG1 ALG11 ALPL AMIGO2 ANKRD6 ARL14EP ARSB ATF6 ATG9A ATOSA ATP1B1 ATP5MC1 ATXN1 B4GALT1 C15orf39 CACFD1 CANX CAPG CAPN5 CCNE1 CCPG1 CD1D CD38 CD44 CD81 CDC34 CDK5RAP3 CERS2 CERS6 CHST1 COPZ1 COQ9 CSF2RB DCAF1 DERL2 DERL3 DHDDS DNAH12 DNAJB11 DNAJC3 DPP4 DTWD1 EDEM3 EIF4E3 ELOA EMC7 EMP3 ERGIC3 ERLEC1 EVC EVI2A FOXO3 FTL GALE GALNT2 GAS2L1 GDAP2 GFPT1 GMPPA GMPPB GPATCH2 GPR108 GPR180 GPR19 GPR89B GSTO1 HS2ST1 HSD11B1 HSPA13 HSPA5 IFNAR2 IFRD2 IFT46 IGKC IQGAP2 IRGM ITFG1 KDELR1 KDELR2 LAPTM4A LINC01160 LMAN1 LMAN2 LRRC59 MALAT1 MAN2A1 MANF MGAT2 MLLT3 MLX MOGS MORF4L2 MPC2 MZB1 NARS1 NCEH1 NEK6 NODAL NOMO1 NPC2 NPLOC4 NPTX2 NUCB1 NUS1 PDIA6 PDLIM5 PEPD PIGK PIP4P2 PJA2 PLCXD2 PLOD3 PLPP5 PML PNPO PPIB PPP3CC PRDX4 PRDX6 PRKCSH PRLR PSAP PSME4 RABAC1 RCBTB2 RCN1 RELN RILPL2 RNF13 RNF187 RPN1 RRBP1 RWDD2A S100A10 SARAF SCFD2 SEC62 SELPLG SGCB SIX5 SLA SLC10A3 SLC12A4 SLC31A1 SLC35B1 SLC37A3 SLC48A1 SLPI SMAD3 SMPD1 SPCS1 SRP68 SRP72 SRPRA SSR1 SSR4 ST3GAL1 ST8SIA4 STARD3NL STARD5 SVIL TAPBPL TBC1D25 TBC1D7 TBL2 TCP11L2 TENT5C TET2 TLR2 TMCO1 TMED10 TMEM120B TMEM214 TMEM248 TMEM39A TMEM62 TMX1 TPST1 TRAM2 TRPT1 TUBB2A TXNDC11 TXNDC15 UBAC2 UBE2J1 UBL3 UPB1 USO1 USP16 VCP VKORC1L1 VSIR YIPF3 ZFYVE21 ZMYND11 GSE40273_GATA1_KO_VS_WT_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40273_GATA1_KO_VS_WT_TREG_DN ABHD6 ACAP2 ACTG1 ADD3 AHR AKAP12 ANKFY1 ANKH ANKRD11 APOE ARHGAP17 ARHGEF18 ARID5B ATE1 BACH2 BEND5 BIRC3 BMP2K BTBD8 C3orf33 C5orf34 CALHM2 CARD11 CARD6 CBLB CCDC122 CCDC28A CCDC93 CCR7 CD200 CFAP97 CHD2 CHSY1 CIITA CISD2 CLCF1 COLCA1 CREB1 CREBRF CRTC3 CTU2 CYBC1 CYP4F3 CYTH1 DCUN1D1 DENND11 DENND2D DENND4B DIPK1A DOCK11 DPP4 EPC1 ERMARD FAM104A FAM53B FBXO34 FILIP1L FLNA FUT11 GIMAP4 GIMAP8 GPR18 GPR183 GPSM1 GRAMD4 HDAC1 HES1 HIF1A HLA-DMA HLA-DMB HNRNPH3 HOPX HSH2D IFNGR2 IFT140 IL27RA IL6R ING5 IRAK4 IRF3 ITPK1 ITPR1 ITPR2 JAK1 KCNK13 KCTD18 KDM2B KLHL26 KMO KMT2C KYNU LIPC LLGL1 LNX2 LPCAT1 LPP LRCH1 LY6D MALT1 MAP3K1 MAP3K8 MAP4K2 MAP4K3 MAP7 MAST3 MBIP MED12 MEF2C MGA MICALL1 MRM1 NCF1 NCF2 NCOA1 NCOA3 NFATC2 NR2C1 NSMCE1 NUDT15 OGFRL1 P2RX4 PACS1 PARP3 PARP8 PDLIM1 PFKFB4 PHC2 PHLPP1 PIGP PLBD1 PLEC PLEK PLXNC1 PNPLA7 POLD1 PROSER1 PRR14 PRRC2C PSEN2 PTPN1 PTPN6 PURA RAB31 RALGPS2 RASSF5 RELB RETREG1 RHOF RUFY2 SCAI SCAPER SESN3 SETD6 SFI1 SFXN4 SLAMF1 SLC25A37 SLC2A3 SMPDL3A SNAPIN SNX10 SNX8 SP4 SPATA6 SPTAN1 STX16 STX7 SUN2 SYK SYNE1 SYNJ2BP TASOR TBC1D5 TEP1 THUMPD3 TIGD2 TLR7 TMEM229B TMEM268 TMEM63A TRIM7 TRNAU1AP UBE2R2 USP25 VASP VOPP1 VPS41 WDFY1 ZBTB18 ZDHHC23 ZEB1 ZFP36L1 ZMYM4 ZNF157 ZNF217 ZNF287 ZNF493 ZNF639 ZNF841 ZSCAN26 GSE40273_GATA1_KO_VS_WT_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40273_GATA1_KO_VS_WT_TREG_UP ABHD13 ADA AGPAT5 ALDH7A1 ALDH9A1 ALPL AP1S1 APOO ARSB ASF1B ATF6 ATP2A2 ATP5MC1 ATP5ME ATP5PO AVEN BDH1 BST2 C11orf58 CAPN5 CCDC134 CD44 CDV3 CENPA CEP76 CERS6 CIP2A CKS1B CKS2 CLCN5 CLPTM1 CNIH1 COPA COQ7 CPTP CSDC2 CXCR4 CYB561D2 CYP4F22 DAD1 DCLRE1A DESI1 DHRS1 DIAPH3 DMAC1 DNAJA3 DPAGT1 DTWD1 DUSP22 EFNB3 EIF1AX EIF2B1 EIF2S2 EIF4E3 ELL2 EMC7 ERN1 EVC EXO1 FTL FTSJ1 GALNS GAS2L1 GCAT GINS2 GLA GOLGA3 GOLPH3L GOT1L1 GOT2 GPATCH2 GPR65 GPR89B HDLBP HROB HS2ST1 HSD11B1 HSP90B1 HSPA13 IARS1 IFT46 IGSF8 IL18 IMPA2 INPP1 IQCB1 ITFG1 ITGB1BP1 KARS1 KCNN4 KIAA1217 KRTCAP2 LGALS1 LGALS3BP LINC01160 MAD2L1 MAGED2 MANF MARS1 MASTL MCM3 MED23 MLEC MNS1 MRPS14 MSRB1 MVB12A MYB MYDGF NBEA NCEH1 NDC80 NDUFA5 NDUFA9 NDUFB2 NDUFB9 NDUFS6 NODAL NOP9 NPLOC4 NUDT4 NUDT5 NUP43 ORMDL2 OSTC OSTM1 OXCT1 PGK1 PIGF PIGK PKD2L2 PLCXD2 PNPO PPP6C PRAF2 PREB PRKCSH PRLR PSMC1 PSMC3IP PSME4 RARS1 RNASEH2B RNF26 RPA2 RPP30 SAR1B SCFD1 SEC23B SEC61A1 SIVA1 SLAMF7 SLC16A6 SLC1A4 SLC30A4 SLC35B1 SLC39A11 SLC43A3 SLC48A1 SMDT1 SMPD1 SPCS1 SPCS2 SPCS3 SRP68 SRP9 SRPRA ST7 STAC2 STARD5 TACC2 TASP1 TBL2 TEDC1 TIMM21 TIMM23 TMCO1 TMEM147 TMEM184B TMEM214 TMEM41B TMTC4 TMX1 TUBE1 TXNDC15 UBAC2 UBE2A UBE2H UBIAD1 UFM1 UPB1 UTP6 UXS1 VAMP3 VMP1 YARS1 YIPF3 ZFYVE21 ZMPSTE24 ZNF280B GSE40273_XBP1_KO_VS_WT_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40273_XBP1_KO_VS_WT_TREG_DN ABCA3 ABCA5 ACKR2 ADM AHCYL2 AHNAK AICDA ANKRD33B ANXA2 ARHGAP8 ARHGEF12 ASIC1 ATP8B2 ATXN1 B4GALT5 BAG2 BASP1 BCL9L BID BMPR1A CBFA2T3 CCDC122 CCDC88B CD180 CD300LF CD44 CD68 CD80 CD81 CD86 CDCA2 CDH17 CDON CEP350 CHD7 CHRDL1 CKAP4 CLIC4 CLN6 CMA1 CWC22 CXCR3 DDI2 DENND11 DIXDC1 DRAM2 DYRK3 EHD3 EID2 EVI2A FAS FFAR2 FLNB FMNL3 FSCN1 GAN GCSAM GIMAP4 GIMAP7 GNS GPR137B GPR34 GRK5 HAVCR1 HELZ HELZ2 HERC1 HERC2 HMGN3 HNRNPH3 ID2 IDE IGHG1 IGHM IKZF3 IL6R ITGA4 ITGAE ITM2C ITPR2 JMJD1C KCNK6 KCNMB4 KCNN4 KCTD14 KLF12 KSR1 LEFTY1 LIPC LIX1L LMNA LMO7 LOXL3 LRRK1 LYPLAL1 LYST MAL MALAT1 MAP2K6 MARVELD1 MBD1 ME3 MFHAS1 MGAT4B MICALL1 MKI67 MORN1 MPEG1 MUC20 MYCBP2 MYO1F NBEAL2 NCAPD3 NDRG2 NDST1 NEIL1 NEK6 NFATC2 NID1 NT5E OSBPL3 P2RY13 PACSIN1 PARM1 PAWR PIK3R6 PISD PITPNC1 PKP1 PLA1A PLBD1 PLCD3 PLD2 PLEC PLEKHM3 PLXNB2 PLXNC1 POU5F2 PRKAR2A PRSS16 PTPN1 PVT1 RABGAP1L RAP1GAP2 RASSF4 REEP3 REV3L RHBDF1 RITA1 RTN4RL1 S1PR3 SBF2 SEMA4F SEMA7A SEPTIN9 SH3PXD2A SLC12A2 SLC25A19 SLC29A4 SLC41A2 SLPI SMG1 SMYD2 SP110 SPN SRMS SSPN ST8SIA6 STAU2 STT3B SYNE1 SYT11 TAF1D TBC1D1 TBC1D5 TENT5A THYN1 TJP2 TK1 TLCD2 TMED8 TMEM131 TMEM18 TMEM38B TNRC6B TRABD2B TRAF1 TRRAP VAT1 VOPP1 VPS13A WDFY4 WEE1 ZBTB20 ZDHHC2 ZFYVE1 ZMAT3 ZNF217 ZNF362 GSE40273_XBP1_KO_VS_WT_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40273_XBP1_KO_VS_WT_TREG_UP ABHD13 ABHD17A ACOT2 ADCY9 ADGRE1 AIDA AKAP12 ALCAM ALDH16A1 ALDH1B1 AMZ2 ANTXR2 APBB1 AQR ARHGAP18 ARL1 BBS10 BCL6 BLVRB BMF BRWD1 BTF3L4 C1GALT1 C1orf174 CA2 CAB39 CD53 CEP57L1 CEP89 CETN3 CIR1 CNKSR3 CNN3 COP1 COPS3 COPS4 CRY1 CRYBG1 CSRP2 CTSV CUX2 CYTH3 DAXX DCLRE1B DGLUCY DHX40 DLGAP5 DNAJA3 DUSP4 EIF2AK4 ELAVL1 ELOVL7 EPS8 ESR1 EXOC8 FAM118B FBXO32 FCMR FH FIGNL1 FKBP2 FRMD6 GABARAPL1 GADD45G GALNT4 GBE1 GCH1 GCNT1 GGH GHDC GLCCI1 GOLPH3L GPAT3 GRAP2 GSTK1 HAT1 HDDC2 HSD11B1 HYPK IFI27L2 IFNAR2 IL10RA INPP1 INTS10 INTS12 IRAG2 IRF7 ITM2A JADE1 KCNJ1 KLHL22 LETM1 LIMA1 LPAR6 LPCAT2 LPP-AS2 LRATD2 LRRC28 MANF MCM5 METTL22 MRPS24 MXI1 MYL11 MYO7A NAT1 NCK2 NDC80 NDUFB3 NINJ1 NIPSNAP2 NOP56 NOSIP NSMCE2 NTMT1 NUDT15 NUFIP1 OASL PARP11 PCTP PDE7A PDXP PLPP2 PNP PPIE PPM1A PPM1D PRPF18 PRPF38A PRSS12 PSMA5 PSMC1 RASSF9 REEP5 RFTN2 RGS18 RIPK3 RNGTT RRM1 RTL6 RTP4 SASH1 SASS6 SDC4 SELL SLC16A10 SLC30A4 SLC35A4 SLC52A3 SLC7A5 SLFN13 SMAD1 SMIM7 SNX9 SPAG9 SPAST SPATA5 SPATA6 STAP1 STAT4 STK11 STK26 STOML2 STX8 SUPT7L SUSD1 SYCE2 TBCB TCN2 TIMELESS TMC6 TMEM161A TMEM86A TNFAIP8L2 TRAF3IP3 TRAPPC1 TREML2 TRIM14 TRMT10C TSGA10 TSPAN3 TWSG1 UBE2D2 UBE2F UBE2J2 UGP2 UQCRC1 UTP6 UXT WLS WRAP73 WSB2 ZBTB6 ZBTB8A ZNF143 ZNF229 ZNF324B ZNF608 ZNF655 ZRANB1 GSE40274_CTRL_VS_EOS_TRANSDUCED_ACTIVATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40274_CTRL_VS_EOS_TRANSDUCED_ACTIVATED_CD4_TCELL_DN ABCD2 ABCG4 ACTN1 AFF3 AIM2 ALPL ANKRD6 ANKRD61 APOC4 ATXN7L1 B3GNT3 BACH2 BANP BTLA C1QA CAPN15 CARMIL2 CBX7 CCR7 CD22 CD2AP CD5 CD9 CFP CHD3 CLIC3 CNR2 CRTAM CXCR5 DAPL1 DGKA EEF1G EGR2 EVL EXT1 EYA2 FANCL FCHSD2 FOXP1 GAR1 GOT1L1 GPATCH4 GPR183 GRWD1 GYS1 IFI16 IL6R IL6ST IL7R INPP4B INSR IZUMO1R KCNJ5 KRBA1 LAPTM4B LITAF LTB MDN1 METTL27 MFSD13A MIF MIP MOV10L1 MPP7 MYB MYC NCF1 NEFH NET1 NFKBIA NPM1 NSG2 OTOA P2RX7 PATJ PDK1 PECAM1 PLD4 PLEKHA1 PLXND1 PNPO POLR3E POU2AF1 POU6F1 PPRC1 PQBP1 PRDM11 PRMT3 PRSS43P PTPN13 PZP QTRT2 RAB3IP RAI1 RALGPS2 RAPGEF4 RAVER2 RBBP6 RBM19 RDH16 REL RGS10 RNASE13 RNF144A RNF213 RPL18 RPL36A RTP4 SELL SGK3 SH2B3 SH3BP5 SIK1 SLAMF6 SLC12A2 SLC35A1 SLC43A1 SMAD1 SMAD5 SMAGP SNORD37 SPACA6 SPINT2 SRSF6 SRY SSBP2 STRBP SYCE1 TACC2 TCF7 TET3 TMEM42 TNF TNFRSF25 TNFSF8 TOX TREML2 TRIM34 TSGA10IP TSHB TSPAN3 TWSG1 UFSP1 VAV3 VWA3B VWA5A WDSUB1 XCL1 ZDHHC23 ZNRF1 GSE40274_CTRL_VS_EOS_TRANSDUCED_ACTIVATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40274_CTRL_VS_EOS_TRANSDUCED_ACTIVATED_CD4_TCELL_UP ADAMTS14 ADRB2 AK3 ALDOC ANLN ANXA1 APOBEC2 ARHGDIG ARL6IP4 ARSB AS3MT ASF1B ATOH1 ATP13A2 ATP1B1 AURKB BHLHE40 BIRC5 BUB1 CASP7 CCL3 CCL4 CCNA2 CDC20B CDC25C CDCA2 CDCA3 CDCA5 CDCA8 CDK1 CDK2AP1 CDKN2C CENPI CHSY1 CIT CKAP2L CLNK CLSPN CMKLR1 CNNM2 CREB3L2 CTU2 CX3CR1 DAPK2 DCLRE1A DEPDC1 DLGAP5 DPCD DTL DUSP16 DUSP5 E2F2 ECT2 ELOVL7 EPAS1 ERN1 ERP44 ESCO2 ESM1 F2R FAM78B FCGR2B FGL2 FIGNL1 FOSL2 FRY GALNT3 GEN1 GNS GOLIM4 GPX8 GTSE1 GZMA GZMB GZMK H1-5 H2AC15 H2BC3 H4C6 HAVCR2 HMMR HSPA4L IFNG IFNGR1 IKZF3 IL12RB2 IL18RAP INSL6 ITGA1 ITGA2 ITGAM KCTD13 KIF11 KIF14 KIF15 KIF18A KIF18B KIF22 KIF23 KLHL15 KLRG1 KNL1 KNTC1 LAT2 LGALS3 LRRK1 MAD2L1 MAP3K8 MASTL MID1IP1 MIR106A MIR17 MIR188 MKI67 MYBL1 NAGA NASP NCAPH NDC80 NEIL3 NRARP NUF2 OXR1 PACSIN2 PDE4A PDE8A PLCG2 PLCH1 PLEK POLD1 PON3 PRC1 PRDM1 RACGAP1 RAD54L RAP1B RAP1GAP2 RAPH1 RB1 RNASEK SEMA4F SEPTIN11 SEPTIN4 SESN2 SGO1 SGO2 SH3BGRL3 SHCBP1 SLC43A3 SLC48A1 SMIM11 SMPDL3B SNX10 SNX5 SP100 SPAG1 SPAG5 SPC25 SPRY2 STARD10 STIL STMN1 SUMF1 TACC3 TBC1D31 TBX21 TCF19 TMEM170A TOP2A TPX2 TRAF3IP1 TTK UBXN2B VKORC1L1 ZEB2 ZMIZ1 GSE40274_CTRL_VS_FOXP3_AND_EOS_TRANSDUCED_ACTIVATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40274_CTRL_VS_FOXP3_AND_EOS_TRANSDUCED_ACTIVATED_CD4_TCELL_DN AACS ACY1 AIMP1 ANKRD55 APOBEC4 ARL14 ART5 ASB5 ATP1B3 CCDC116 CCDC9 CCL3 CCNO CCT6A CEBPZ CHPF CIAO2A CNOT6L COQ6 CRLS1 DAXX DCTD DDX21 DHCR24 DNAJA2 DNAJC2 ECE2 EGR3 EIF3A EIF4E EIF5A2 EML5 ERCC8 ETS2 FAM43A FNBP1 FOXO6 FOXRED2 GABRA3 GALNT2 GEMIN6 GIT1 GLT1D1 GNG4 GOLGA5 GOT1 GPR52 GPR61 GTF2F1 GUK1 H1-6 HOMER1 HOOK1 HSPA4 HSPD1 ID1 IDI1 IFRD2 IL12B IL15RA IMPDH2 INSM1 IPO4 KARS1 KATNA1 KCTD15 KDR KIF17 KLHDC4 KLHL11 LIPT1 MAB21L1 MAFG MCRS1 MIR155 MIR16-1 MIR17HG MIR484 MIRLET7E MRPL11 MYO19 NANOS1 NDUFC2 NETO2 NKX1-1 NOL9 NR1H4 OASL OTULIN OVOL1 PANK3 PEX14 PFDN2 PICK1 PIEZO1 PIEZO2 PIK3C2G PIP5K1C PLK3 PLSCR1 POLR1B POLR1C POMC POU5F1 PPP1R16A PRR15 PSMD7 PSPH PUSL1 RAB6B REM2 RPN2 RSAD1 RTP4 RUFY3 SCIN SESN2 SETMAR SIX4 SLC25A1 SLC25A39 SLC2A6 SLC35B2 SLC39A4 SLC52A1 SLC5A6 SLC9B2 SMARCB1 SNRPE SRA1 SRM ST6GALNAC4 STEAP1 STK19 SUPT3H SYNCRIP SYTL5 TAF9 TBRG4 TENT5C THOP1 TMBIM1 TMEM183A TMEM200B TMEM70 TOMM22 TOR1AIP2 UBE2U UBE3D UCHL1 URGCP UTP4 VAPA VAT1 VEGFA VEGFB VPS8 WDR17 ZBTB2 ZMYND19 GSE40274_CTRL_VS_FOXP3_AND_EOS_TRANSDUCED_ACTIVATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40274_CTRL_VS_FOXP3_AND_EOS_TRANSDUCED_ACTIVATED_CD4_TCELL_UP ABCA7 ABCD1 ACSL6 ADAM15 ADGRE5 AGAP1 AGMO ANKRD44 ANO6 ANPEP APOF AQP1 ARHGAP9 ARHGEF18 AURKA BFSP2 BRWD1 CALHM2 CAMK2D CARMIL2 CD300C CD81 CDH17 CDK14 CERS4 CIITA CKLF CLEC9A COBLL1 CRAT CXCL11 CYRIA CYRIB DCLK2 DCTN5 DGKA DGKI DMPK DNER DPP4 EPSTI1 ESCO2 ETS1 FAM222A FBXO32 FERMT3 FGL2 FLACC1 FRMD4A FUT8 GBP5 GDI1 GIMAP3P GLO1 GNG2 GOLPH3L GRAP2 GSTP1 GTF2IRD1 HBEGF HCFC2 HEMGN HEPACAM2 HES1 HNRNPLL HSD11B1 IL1RL1 ITSN2 KCNA2 KCNJ10 KIF21B KIF23 KIF9 KLF2 KLHL14 KLHL5 KYNU LPAR5 LRP5 LTF LYN MAPK14 MAPRE3 MBD5 MBOAT1 MCTP2 MEFV MICAL1 MMP8 MOB3A MSR1 MTMR4 NFAM1 NR1I3 NXPE4 PBX1 PCP4 PDE1B PGGHG PHACTR2 PI4KB PITPNC1 PODXL PPP1R21 PPP1R9B PRCP PRKAR2B PRKD2 PTPN4 PXMP4 RAPGEF4 RASGRP3 RBL1 RGL2 RGS14 RHOH RIPOR2 RSU1 RUNX2 S100A6 SAMHD1 SDC3 SELL SERINC5 SGK3 SGO1 SH3BP1 SKA1 SLC14A1 SLC16A7 SLC25A37 SLPI SMARCA2 SMO SNX20 SOAT1 SORT1 SPIRE1 ST3GAL1 ST6GAL1 STARD8 STARD9 STOM SYPL1 TCP11L2 TET1 TFEB TLR6 TMEM106B TMEM109 TMEM176A TMEM59 TMEM63A TMEM71 TMEM9B TOP2A TREML2 TRIM34 TRIM59 TRPV2 TSPO2 TTC32 TUG1 UBE2L6 VRK3 YPEL2 ZBTB1 ZDHHC2 ZZEF1 GSE40274_CTRL_VS_FOXP3_AND_GATA1_TRANSDUCED_ACTIVATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40274_CTRL_VS_FOXP3_AND_GATA1_TRANSDUCED_ACTIVATED_CD4_TCELL_DN ABCB6 ABCD3 ADCY6 AGPAT2 AIP ALDH1A1 ALPG ANK1 ANKLE1 ANKRD9 AQP11 ARHGDIG ATP5MC1 AURKA B3GLCT BCL2L14 BIN3 BLVRB BSG BTNL10P C1QTNF1 CCNA2 CD40 CDC6 CEP170B CHADL CIAPIN1 CNOT9 COA4 COX4I2 COX6B2 CPA2 CSRP1 CTSG DNAJC25 DNTT DRAM1 EIF3G EPCAM F7 FADS1 FEM1B FNDC11 FPR1 GABRA6 GATA1 GCLM GEMIN4 GLRX5 GLS2 GTSE1 H1-2 HAUS1 HEBP1 HEMGN HMBS HOXD9 HS3ST2 HS3ST5 HSPA9 HYAL3 IFI30 IFRD2 IL1RL1 ILDR2 KIF22 LAGE3 LHFPL2 LIPK LMNA LRIT3 LRRC27 MDK MICALL2 MKI67 MKRN3 MRPS28 MTTP MXRA8 MYH10 NFIC NME4 NUP37 OLFML1 OPN3 PCYT1B PEG10 PFKM PHLDA2 PHYHIP PIDD1 PIR PKHD1L1 PLVAP PMF1 PPDPF PRKAR2B PRTN3 PRX PSMD9 PYCR3 RANGRF RBM8A REEP6 REPIN1 RETSAT RFX2 RGS9BP RHAG RLN3 RPF1 RRM1 SAXO2 SDC4 SGO1 SH2D4A SIGLEC1 SLBP SLC29A1 SLC41A3 SLC4A1 SNAP25 SOWAHA SOX6 SPIRE1 STOML1 SVBP TBC1D2 TFPI TGM1 TIGD3 TIPIN TLCD2 TMEFF1 TMEM183A TRAPPC2L TRIM10 TROAP TSPAN8 TSPO2 TUBG1 URB2 USP49 VPREB3 WDR17 WDR18 ZBTB22 ZFP69 ZNF483 ZSCAN10 GSE40274_CTRL_VS_FOXP3_AND_GATA1_TRANSDUCED_ACTIVATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40274_CTRL_VS_FOXP3_AND_GATA1_TRANSDUCED_ACTIVATED_CD4_TCELL_UP ABTB3 ADGRA2 ADORA2A ALCAM ANXA2 ARPC2 ARPC5 ASPRV1 ATP1B1 BMP2 CALM1 CARD9 CCL5 CCR2 CD226 CD3D CD7 CD79A CD96 CDK9 CHMP2B CHRDL1 CHST2 CLNK CNGA1 COL14A1 COQ10B CRIM1 CST7 DCTN1 EAF2 EED EHF ENPP2 EPSTI1 EVX2 FAS FXYD5 FZD4 GAS6 GPN2 GRK4 GZMB HAP1 HK3 HP HSD11B1 HSPA1A HSPH1 HYOU1 IL12RB2 IL18R1 ITGA2 ITK KCNE3 KCNIP3 KCTD11 KLHDC4 KLRC1 KLRC3 KRT80 LRRTM1 LY86 MAP1LC3B MCUB MEFV MEX3B MFSD2A MIR20B MIR490 MSI2 MUC3A NIBAN2 NME2 NONO NR3C2 NRP1 NT5E NUMBL ORMDL1 P4HA1 PCP4 PCTP PDGFB PHC2 PHGDH PIK3R3 PILRA PLCD3 PLEKHG1 PNRC2 PON3 PRLR PROCA1 PTCHD1 RAB11FIP3 RAB5A RALA RAMP1 RAP1A RARG RASAL1 RPL5 RPS6KA1 RSRC2 RTL5 S100A10 S100A11 S100A6 SDC1 SEC11C SERF2 SERPINA6 SERPINB10 SFMBT2 SLPI SMPDL3A SNN SNORA2B SNORA2C SPN SRGAP3 SSU72 STYK1 TBX21 TDRD6 TMEM14A TMSB4X TNFRSF17 TNFSF18 TNFSF8 TOX TRAF1 TRAFD1 TSC22D3 TUBB2B TYROBP VPS28 WHRN XDH ZBTB8A GSE40274_CTRL_VS_FOXP3_AND_HELIOS_TRANSDUCED_ACTIVATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40274_CTRL_VS_FOXP3_AND_HELIOS_TRANSDUCED_ACTIVATED_CD4_TCELL_DN ABRACL ALDH7A1 ALDH9A1 ALG3 ALPK2 ANLN AP1S1 APMAP APOO ARL13A ARL5A ARMCX3 ATF5 ATF6 ATP2A2 BET1 BPGM BST2 BUB1B C14orf180 C15orf39 CCND2 CD300LF CDK5RAP3 CDKN2C CDKN3 CDV3 CENPK CHAC1 CHID1 CIP2A CLPTM1 CMC2 COPS4 COPS6 CRLS1 CSF2RB CTH CXCR3 CYP4F22 DAD1 DBI DDOST DERA DERL2 DERL3 DHDDS DMAC1 DNAJC1 DNAJC10 DPAGT1 DSCC1 DUSP22 DUT EIF2B1 ELL2 ENTPD7 ERO1A EVC EXO1 FARP2 FTSJ1 GANAB GAS2L1 GCAT GCOM1 GINS1 GNG12 GNL3 GOT2 GSTT1 HCFC2 HROB HSP90B1 HSPA13 IGKC IKBIP IMPA2 IRF4 ITFG1 ITIH2 KCNK6 KCNN4 KDELR2 KIF11 LGALS1 LGALS3BP LINC01160 LMAN2 LMO4 LSS MAGT1 MAN2A1 MAP3K7 MARCHF5 MYDGF MYL4 NANS NARS1 NBEA NCAPD2 NCAPD3 NCAPH NCAPH2 NDUFAB1 NEDD4 NIBAN1 NMRAL1 NMT1 NODAL NSDHL NUDCD1 NUDT4 NUDT5 OSTC PALS2 PARPBP PDIA6 PGK1 PHF10 PHGDH PIGK PKM PLA2G6 PLAAT3 PLOD3 PLP2 PNPO POLD2 POMP PPP3CC PRDX4 PRDX6 PRLR PRPS1 PSMB5 PSMB8 PSMC3IP PSMD14 PTGR1 PYCR1 PYCR2 PYY REXO2 RFC4 RGCC RNF187 RNPEP RPS6KA2 S1PR2 SARAF SCFD2 SDC1 SEC11C SEC23B SEC61A1 SEL1L SELENOK SHMT2 SLC12A2 SND1 SPC25 SRP54 SRPRB SSR4 ST14 STAMBP STARD3NL STARD5 TBL2 TCF19 TEDC1 TFG TIMM21 TIPIN TM9SF1 TM9SF3 TMED3 TMEM165 TMEM184B TMEM214 TMEM248 TMEM39A TMTC4 TOP1 TRPT1 TTLL12 UBA5 UBAC2 UBFD1 UBXN4 UCK2 UPB1 USO1 UTP6 VMP1 YIF1B ZFP64 ZNF280B ZWILCH GSE40274_CTRL_VS_FOXP3_AND_HELIOS_TRANSDUCED_ACTIVATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40274_CTRL_VS_FOXP3_AND_HELIOS_TRANSDUCED_ACTIVATED_CD4_TCELL_UP ABHD6 ACAP1 ACP6 ADPRS AFMID AIDA AKAP12 ANKFY1 AP1M1 ARHGAP26 ARRB1 ASAP1 BMP2K BTBD1 BTBD8 C1orf54 C2orf76 CALCRL CAMKMT CAPRIN2 CCDC39 CD86 CHD2 CHD3 CHMP1B CHST15 CIITA CISD2 CNOT2 CNOT6L CNRIP1 COMMD8 CREB1 CRTC3 CSTF2T CTSA CTU2 CYP4F3 DAXX DCAF15 DHX30 DIPK1A DPP4 DPP7 DSTYK EPC1 EPSTI1 ERRFI1 EVI2B EZH1 FAM167A FAM172A FGD2 FOXP1 FRA10AC1 FYCO1 GALNT4 GALNT6 GCH1 GCNT1 GGA2 GIMAP4 GIMAP6 GIT2 GLUL GPR137B GPR171 HDAC10 HOPX HPSE IFNGR2 IKZF3 IL10RA INSR INTS9 IRAK4 KCNK13 KCTD10 KLHL22 LACTB LETM2 LLGL1 LPIN1 LRATD2 LRRK2 LTB MANBA MAP3K8 MAPK14 MARVELD2 MAST3 MBP MCCC1 MCTP2 MCUR1 MFHAS1 MFSD1 MGA MGST1 MIER1 MIF4GD MLLT6 MPRIP MS4A6A MTERF2 MTSS1 MYBPC2 MYO1C NID1 NIPAL3 NRM NRROS NSUN6 OTUD1 OXA1L OXSR1 PAIP2 PAPOLG PARP3 PARP8 PDIK1L PLCG1 PLEKHA2 PNPLA7 POLR3B PPP1R11 PRKCB PRXL2A PTGER4 RAB31 RABGAP1 RFTN2 RGL2 RIPK3 RNASEH1 RP9 RTP4 SCAF4 SEC24B SERTAD1 SETD2 SFI1 SIGIRR SLC14A1 SLC25A36 SLC28A2 SLC2A3 SMAD2 SMIM19 SMS SMURF2 SNAPIN SNX9 SOAT1 SP4 SPAG9 SPNS3 SSH1 STX1A STX6 SUN2 SYK SYNJ2BP SZT2 TAF5L TEC TGIF2 TIGD2 TK2 TLR7 TMEM108 TNRC6C TPM3 TRIM7 TRIM8 TRIO TSC22D3 TSPAN2 UBLCP1 UNC5CL USP25 VPS41 WARS2 WLS ZBTB25 ZBTB6 ZDHHC23 ZFP28 ZNF157 ZNF250 ZNF318 ZNF398 ZNF493 ZNF566 ZNF639 ZNF655 ZNF764 ZNF821 GSE40274_CTRL_VS_FOXP3_AND_IRF4_TRANSDUCED_ACTIVATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40274_CTRL_VS_FOXP3_AND_IRF4_TRANSDUCED_ACTIVATED_CD4_TCELL_DN ABCB4 ABCB6 ABCD3 ABCF1 ACAP2 ACAP3 ADSS1 AFG1L AKAP8L ALAD ALAS2 AP2A2 AP3D1 APOE AQP1 ARFGEF2 ARHGAP23 ASAH2 ASPH ATP1B1 B3GLCT BCL7A BTNL10P CABLES1 CATSPERB CC2D1B CCNB2 CCNG2 CD5L CDC45 CDH16 CEP70 CHRNA6 COG7 CREBL2 CSGALNACT2 CTNND1 CTSE CTSG DBN1 DDHD2 DDIT4 DIO1 DIP2A DPM3 DTWD2 ENPP3 ENTPD7 FAM117A FAM131C FAM53B FBXL20 FBXO38 FBXO5 FGFRL1 FKBP9 FTO GAB1 GALNS GET1 GFI1B GIGYF1 GLYCTK GNE GNPTG GPAT3 GPN3 GPR137C GPR35 GPSM2 GPX2 GTF3C1 GYPA H2BC8 HCN4 HEMGN HIP1R IFT140 IFT57 IL17C IP6K1 JTB KDM4B LAMC2 LANCL1 LPCAT1 LRWD1 MAGEA3 MBOAT2 MGST3 MIR140 MNS1 MPP7 MRS2 NFIA NINL NPC1 NUDT11 NUP160 PCDHB16 PDE4C PEX26 PF4 PHPT1 PIGK PIK3AP1 PLAUR PLEKHO1 PNMA8B PNPLA7 POFUT1 PPP6R2 PPTC7 PRKAR2B PRTN3 RAI1 RALGPS2 RAPGEFL1 RHOBTB2 RHOH RNF10 RREB1 RTEL1 RTTN SDSL SEC11A SEC13 SEC14L2 SGSM2 SGSM3 SLC12A6 SLC22A23 SLC25A25 SLC37A2 SLC9A6 SLF2 SOWAHA SPATA7 SPG11 STIMATE STK11 STXBP4 TAB1 TAC1 TAS1R3 TBCD TET3 THUMPD2 TMCC2 TMEM121 TMEM86A TPRN TRAPPC2L TRIM2 TRMT11 TSPAN4 TULP2 TXNDC16 WDR91 XRCC6 XYLT1 ZC3H12A ZFAND2B ZFP69 GSE40274_CTRL_VS_FOXP3_AND_IRF4_TRANSDUCED_ACTIVATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40274_CTRL_VS_FOXP3_AND_IRF4_TRANSDUCED_ACTIVATED_CD4_TCELL_UP ABTB3 ACTN2 ADAMTS14 ADGRE1 ADH1A ALX1 APIP AR ATP10D ATP13A4 ATXN1 B4GALNT4 BATF BCL11B BDKRB1 BIRC3 BMP3 BRINP2 CAPRIN1 CASTOR1 CCDC120 CCDC184 CCL5 CD3G CD40 CD84 CDH23 CDKL2 CELSR1 CEP55 CFDP1 CHRND CISH CNOT2 CNPY1 CORO2A CREB3L2 CXCR6 CYB5D2 CYP2S1 CYP51A1 CYSLTR2 DCSTAMP DCTPP1 DENND5A DENR DMRTA1 DNAJB13 DNTTIP2 DTHD1 DTX4 DZIP1 EBF4 EEA1 ELOVL5 FAM170A FAM32A FAM47A FARP1 FAS FBXO44 FGL2 FPGT GBP2 GCNT2 GIMAP4 GPR135 GPR162 GPR174 GPR62 GRAMD2B GRHL1 GRM4 GSAP GUCA1B GVINP1 HACD4 HAPLN2 HERC3 HGSNAT HOXA10 HSP90AA1 HSPH1 ID2 IDI1 IGF1 IGF1R IGSF1 IL10 IL12RB2 IL1RAP IL2 IL34 IL36G IRGM ITGA9 ITGB1 JAK2 KCNA3 KDM2B KIF3B KLF12 KREMEN2 KRTAP4-1 LIPG LRRC25 LRRC63 MORF4L2 MXD1 MYCL MYO1F NIBAN1 NLRP10 NOP16 NRG2 PDGFB PIM1 PKIB PLCD1 PLSCR1 PNO1 POLR1G PPM1H PRKCQ PRPF31 PSMB9 PTF1A RAB10 REEP1 RERG RNF11 RNF19B RNF2 RTN4RL2 SAMD3 SBDS SEC24D SEPTIN10 SHANK1 SHE SKIL SLAMF1 SMPDL3A SNED1 ST8SIA1 STEAP2 SUMO1 SYTL3 TAX1BP3 TES TIMM17A TLX1 TMEM154 TNFRSF17 TSPAN5 TTC39C UQCRFS1 WDR1 WHRN WNK1 GSE40274_CTRL_VS_FOXP3_AND_LEF1_TRANSDUCED_ACTIVATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40274_CTRL_VS_FOXP3_AND_LEF1_TRANSDUCED_ACTIVATED_CD4_TCELL_DN ABCB10 ABCD3 ACACA ACO1 ADCY6 AEN AGAP1 AGPAT3 AKT1S1 ALAS2 APBB2 APOE AQP1 ARHGAP33 ARPC5L ASF1B ATP1B2 BTBD2 BUB3 CARHSP1 CBX1 CC2D1B CCDC77 CD109 CDC6 CENPS CENPV CFP CHST3 CLN8 CLPB CNOT9 COX6A1 CPOX CRYGN CS CSNK1A1 DENND2C DFFA DNAJC6 DOCK7 DUT EDC3 ELANE EMC6 EPN1 ERMAP EXOSC2 EXOSC7 FADS2 FERMT1 GAPVD1 GATA1 GATM GCLM GDF3 GFI1B GLRX5 GPM6B GRK6 GSPT2 H1-1 HDGF HECTD1 HEMGN HFM1 HYAL3 HYI IFT122 IGSF3 IL9R IQCE KIF14 KLF1 KLHDC8B LARP7 LBR MAP3K1 MAPKBP1 MCM10 MCM3AP MESD MKI67 MPO MRPL34 MSRA NDUFB9 NECTIN4 NEK2 NIFK NMRAL1 NR1I3 NUP54 NXPE3 OCEL1 PALLD PAQR9 PARP1 PAXX PBK PCOLCE2 PCYT1B PES1 PIEZO1 PKHD1L1 PLEKHA2 PMF1 PMM1 PPA1 PPIE PPP1R12B PPP5C PPP6R2 PRDX2 PRDX4 PRTN3 PTPRS QSOX1 RAB3IL1 RAPGEFL1 RBMX2 RFC5 RIT1 RNF122 RPIA RPL23 RPS27L RPS4Y2 RPS6KC1 RRP8 SDHAF3 SEC14L2 SEPTIN14 SEPTIN4 SERINC5 SERPINA7 SIRT6 SLC22A23 SLC40A1 SNRPC SNRPD3 SPATA24 SSRP1 STARD10 SYMPK TAB1 TAF5L TARBP1 TEX101 TGM1 THOC3 TMED3 TMEM147 TMPRSS3 TOMM5 TREML2 TRIM34 TSGA10 TSSC4 TUBGCP2 UBTF UHRF1 UQCRQ UROD WFDC9 ZDHHC14 ZFPM1 ZG16 ZRANB3 GSE40274_CTRL_VS_FOXP3_AND_LEF1_TRANSDUCED_ACTIVATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40274_CTRL_VS_FOXP3_AND_LEF1_TRANSDUCED_ACTIVATED_CD4_TCELL_UP AACS ADAMTS14 ADGRG5 ADORA2A AGTRAP AHNAK ALOX5 APOBEC2 APOLD1 APRT ARL4D ATP8A2 B4GALNT1 B4GALT7 BACH1 BCAT1 C3AR1 CACNB4 CCL5 CCR4 CD247 CD27 CD300LB CD40 CD40LG CD8B CD9 CEBPD CES1 CHST1 CITED2 CLEC4D CRIM1 CSF3R CTLA4 CTSW CXCR2 CXCR3 CYP11A1 CYP2S1 DAPL1 DHRS9 DMRTA1 DUSP14 DUSP4 EFNB2 ELOVL5 EOMES F3 FABP1 FAM110A FAM120B FAM174B FEM1B FGL2 GAD1 GDAP1 GLA GNB5 GOLGA8A GPR132 GPR176 GPR25 GPR84 GZMB H1-6 HEATR5A HEYL HGF HGSNAT HK2 HOMER1 HS3ST3B1 IER2 IFT140 IL10 IL12RB2 IL18RAP IL2RB ITGAM ITGB1BP1 ITK ITM2A JAM2 KCNA3 KDM2B KLHL21 KLHL3 KLK8 KLRC2 LAG3 LAT LEF1 LIPG LMO4 LMO7 LPAR2 LRRC32 MAFF MAP3K8 MARVELD1 MBOAT1 MFHAS1 MFSD2A MIB2 MMP9 MOCOS MOV10 MREG MRGPRE MVK NAB2 NCOR2 NFKBID NFKBIZ NKG7 NPY6R NT5E PAK6 PIM1 PLCD3 PLCXD2 PMEPA1 PPFIBP1 PRKCQ QPRT RASL11A RNF43 RTL3 S100A9 S1PR5 SARAF SCML4 SERTAD2 SFXN3 SH2D1A SKAP1 SLC12A7 SLC23A2 SLC2A6 SLC35B2 SLC41A1 SLC5A3 SP6 STK40 STX11 SYNE1 TBC1D30 TGFB1I1 THY1 TIGIT TMC3 TMSB10 TNFAIP8 TNFRSF17 TNFRSF19 TNFSF14 TNIK TOX TRAF4 TTYH2 TUBA1A UBE2B VEGFA ZIC2 GSE40274_CTRL_VS_FOXP3_AND_PBX1_TRANSDUCED_ACTIVATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40274_CTRL_VS_FOXP3_AND_PBX1_TRANSDUCED_ACTIVATED_CD4_TCELL_DN ABHD6 ACACA ACTL10 ADAM2 ADAMTS15 AIFM1 ASIC3 ASL ATP5MF AXDND1 B4GALNT1 BAIAP2 BATF BEX3 BMI1 BMP3 BRI3 C3orf52 C8orf33 CALM1 CCR6 CHCHD6 CHMP2B CITED1 CLPP CNIH2 CPD CRISP3 CSF1 CSRP1 CSRP2 CXXC4 DCTPP1 DENR DYTN E2F1 ECEL1 EDF1 EEF2 EFHD2 EFNA2 EIF1AX EIF3C EIF3E EIF3K EIF3M EMC8 ERGIC1 ERH ETFA EXOC3 FAM53B FGF11 FOXO6 FOXRED2 FRZB FUNDC2 GRIA4 GSTM2 H1-6 HAL HAUS1 HMGN1 HMOX1 HOMER1 HRAS HSP90AB1 HSPD1 IDE IFNG ILF3 IMPDH2 IRF4 IRX6 KRT23 KRTCAP3 KRTDAP LAS1L LCMT1 LIG1 LMNB2 LRP11 LRRC10B LRRC58 LRRC9 LYPLA2 MAB21L1 MAGOH MC2R MCM6 MCRS1 MELK METTL16 MIR125A MIRLET7E MSTO1 MYBL1 NAA38 NAMPT NCAM2 NDUFA1 NDUFA3 NFE2L1 NOL4 NRG1 NRP2 NT5C1B OLFML2B OXCT1 P3H1 PCGF5 PHYHIP PIGR PIP5K1C PKM PLEKHG4 PLIN3 PLK3 PRDX1 PSMA6 PSMB3 PSMB5 PSMC3IP PTK6 QSOX1 RAP2B RBM17 RBM38 RBPJ REM2 RFWD3 RRP36 RXRG SDC1 SHMT1 SLC25A39 SNORD52 SOD2 SPEF2 SRA1 SRP9 ST6GALNAC6 SYT14 TACC2 TAF9 TENT5C TGFB3 TGIF2 TICAM2 TIMM50 TIPIN TLR2 TMEM121B TMEM200B TOMM22 TULP2 UFC1 UNG VAT1 WDR19 WDR43 WNT10B XXYLT1 ZFAND5 GSE40274_CTRL_VS_FOXP3_AND_PBX1_TRANSDUCED_ACTIVATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40274_CTRL_VS_FOXP3_AND_PBX1_TRANSDUCED_ACTIVATED_CD4_TCELL_UP ABLIM1 ACSL6 ADAMTS14 ANKRD44 AP1S3 ARAP2 ARID1A ATF7 B3GALT4 B3GALT5 BCL6 BPTF BRWD1 BTLA CCDC102A CCDC69 CCR3 CDH17 CDK14 CERS4 CHODL CHST15 CKLF CLK3 CLNK CNP CPM CPOX CREBBP CRIP1 CSF3R CUEDC1 CYRIB CYTH3 DDX17 DENND6A DEPDC5 DGKD DHRS9 DNMBP DPP4 DUSP10 EPS8L1 ETS1 EXOC6 F13A1 FAM193B FCRL5 FGL2 FKBP14 FNDC7 GABPB2 GALNT10 GDPD3 GIMAP3P GP9 GPR155 GTF2IRD1 GYPA HACD1 HCFC2 HDAC10 HES1 HHEX HIVEP2 HYKK IFNGR1 IL10RA IL10RB IL1RL1 IL2RB IQGAP2 ISG20 ITGA9 ITSN2 JAML KIDINS220 KIF21B KIZ KLF2 KLHL6 LCP2 LGMN LILRB3 MAPK11 MARCHF8 MAST4 MBOAT1 MCTP2 MEIS3 MFSD2B MFSD8 MICAL1 MIR7-1 MKI67 MMP9 MOSPD1 NGRN NIPAL3 NLRC4 NOTCH2 NRP1 NXPE3 P2RY14 PADI2 PARP6 PCYT1B PGGHG PHETA2 PHLDA2 PIK3C2B PLA2G15 PLAUR PRF1 PRKAB1 PRKAR2B PRKD2 PRR5 PSD4 PXK RASGRP1 RAVER2 RBM43 RHBDL1 RHOH RIGI RMI1 RNF145 RNF167 ROCK1 RYR2 SAFB2 SAMHD1 SCEL SLC16A9 SLC25A37 SLC25A53 SLC28A2 SLC2A3 SLC35A5 SLC41A3 SLC8A1 SNX8 SPIRE1 SPNS3 ST6GAL1 STRBP STX2 TENM4 TGM1 TGM4 THEMIS2 THRB TLN1 TNFRSF21 TNRC6B TRERF1 TRPM2 TSPAN32 TSPO2 UNC5A VAMP5 XKRX ZNF148 ZNF483 GSE40274_CTRL_VS_FOXP3_AND_SATB1_TRANSDUCED_ACTIVATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40274_CTRL_VS_FOXP3_AND_SATB1_TRANSDUCED_ACTIVATED_CD4_TCELL_DN ABCA1 ABCD4 ACVR1 ACVR1B AFAP1 AKAP12 ALDH1A1 ANAPC11 ANK1 ANKRD34B AQP1 ARHGAP36 ARHGAP45 ARHGEF4 ARL14 ARRDC3 ATP8B1 AVIL BCL7A C10orf82 CAPS2 CAVIN4 CCNG2 CCS CDKN3 CDPF1 CENPA CENPB CHDH CHGA CHL1 CHST15 CLCNKB CLIC1 COL5A3 COPS9 COQ9 CORT CPA4 CTDSP2 CUL9 CXCR1 CYP2E1 DGKD DPY19L2 DTNA EMILIN3 EML3 FAM162B FBLN5 FMNL3 GAS6 GDF10 GJB3 GLCCI1 GPR20 GSX1 GUCY1B1 H1-1 HABP4 HBEGF HEBP1 HERPUD1 HHATL HK1 HOXA11 HSD17B11 IDE IFI30 IGFN1 IGSF3 ILDR2 INPP5A ITM2B JHY KCNT1 KCTD15 KIF17 KIZ KRT28 LACTBL1 LENG9 LEPROT LHFPL5 LMAN1L LRRC9 LRRK2 LY6H MAN2A2 MICAL1 MIR146B MIR187 MIR505 MIRLET7E MMP21 MRC2 MS4A2 MUCL3 MYADML2 MYOZ3 NKX1-1 NKX2-3 NR1I3 NRTN ORC1 OSBPL10 PACSIN1 PDC PDE3A PEAR1 PIEZO2 PJVK PLCG1 PMM1 PNPLA7 PODXL2 POLG PPM1M PRICKLE1 PRR15L RNF122 RNF180 RNF220 RTL6 S100B SCN1A SDC1 SDHAF4 SDK2 SERPINA12 SGMS1 SHH SLC23A2 SLC25A18 SLC25A53 SLITRK4 SLURP2 STAB1 STX2 TAL1 TAS1R3 TBCEL TBX1 TFEC TH TIFA TIMP1 TLN1 TMEM121B TMEM14A TMEM270 TNNI1 TSC22D1 TSEN34 TUBAL3 TULP1 TYW1 UQCC4 URAD WFDC3 WNT10B ZNF394 ZRANB3 GSE40274_CTRL_VS_FOXP3_AND_SATB1_TRANSDUCED_ACTIVATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40274_CTRL_VS_FOXP3_AND_SATB1_TRANSDUCED_ACTIVATED_CD4_TCELL_UP ACTN2 AGPAT5 APOOL ATP10D ATP2B1 BATF BCL6B BRCC3 CALU CCR4 CD47 CD69 CD83 CD96 CDCA2 CDCA5 CEP83 CFLAR CINP CKS1B CLNK CORO2A CRYBG1 CSNK1D CUL5 CYP51A1 DDX19A DDX60 DGAT2 DIMT1 DKC1 DNAAF10 EIF2S1 EIF4E EOMES ERLIN1 FANCA FARP1 FCRL5 FIGNL1 FRMD4B GART GBP5 GIMAP4 GLS GPR183 GPS1 GRHL1 GVINP1 HAUS6 HAX1 HK2 HMGN3 HNRNPK HSPB1 IFI35 INO80C ITGAL ITGB1 ITGB1BP2 KLF12 KLHL2 KTI12 LAD1 LRP11 LRRC59 LYAR MARCKS MFSD14A MICU3 MIS12 MMADHC MPP7 MRM3 MRPL36 MRPS14 MSANTD2 MTAP MTREX MUL1 MX1 MYO1F MYOF NAB1 NDUFS6 NEK8 NFIL3 NKG7 NLE1 NMI NOL8 NOP16 NOP2 NRIP1 NUP54 NXT1 PCBP4 PLXND1 PRDX1 PRKCQ PRRG4 PSMC4 PSMC5 PSMD12 PSME3 RAB8B RAI14 RAN RASGEF1B RBBP8 RBM27 RBM34 REXO2 RPF1 RUFY3 SBF2 SDHAF3 SEC23B SERPINB9 SKP1 SLAMF7 SLBP SLC15A2 SLC25A19 SLC25A33 SMN1 SMPDL3B SNORD52 SNORD58B SPO11 SPRED1 SRFBP1 SRPK1 SSU72 ST3GAL4 STARD4 STK39 STX18 SUZ12 SYTL3 TAF5L TCERG1 TLR7 TMC3 TMEM41B TMEM97 TNFRSF13B TPRKB TRIM21 TRIM5 TRMT12 TUFM UBA5 UBE3A UBXN4 UCHL5 USP1 UTP14A UTP15 VAPA WDR74 WTAP XPO5 XRN2 ZNFX1 ZRANB1 GSE40274_CTRL_VS_FOXP3_AND_XBP1_TRANSDUCED_ACTIVATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40274_CTRL_VS_FOXP3_AND_XBP1_TRANSDUCED_ACTIVATED_CD4_TCELL_DN ABCA7 ACCS ACTN1 AMPD3 ANKFN1 ANPEP ARHGAP39 ARHGAP45 ATOSA B3GLCT BCKDHA BCL3 BCL6 BIN1 BLCAP CALB2 CALCOCO1 CAMP CASTOR2 CAT CCR7 CD302 CD8B CDS1 CLEC1B CLEC2D CLEC4E CSK CSPG4BP CYB5A CYLC1 CYTIP DAPL1 DENND3 EHD3 ENG EPS8L1 F2RL2 FAM114A1 FAM193B FAM43A FERMT3 FIS1 FMNL3 FMO5 FRMD4A FUZ GAB3 GAD2 GDPD1 GNAT3 GRK3 H2BC21 HDAC7 HDHD5 HK3 HPCAL1 HS1BP3 HSPB6 IFIT1 IL1A IRF7 ITGA5 ITGB5 ITK JAG1 KLF2 KLHL14 LANCL1 LGALS3BP LGMN LITAF LMBR1L LPAR6 MAG MAN1C1 MAP4K3 MARVELD1 MIR203A MMP9 MPP1 MSR1 MTSS1 MXD4 MXRA8 NCKIPSD NECTIN1 NIBAN2 NPC2 NUDT16 NXPE4 OSBPL3 OTULINL P2RY6 PARP8 PARVG PDE5A PDE6D PECAM1 PEG10 PENK PFKFB4 PGPEP1L PNKD POLD4 POU2AF1 PPT2 PRKAB1 PSEN2 PTK6 PTPRS RABAC1 RANBP10 RAPGEF4 RAPGEFL1 RASSF4 RELL1 RPS8 RUNX3 S100A1 SBNO2 SCAMP1 SCAP SEMA4A SEMA7A SHISA7 SLC16A9 SLC25A45 SLC29A3 SLC9A1 SMURF1 SPATA13 SRXN1 SSBP2 STARD3 STOM STX3 SULF2 SUOX SUSD2 SYVN1 TAMALIN TCEAL1 TMCC3 TMEM121B TMEM164 TMEM18 TMEM219 TMEM86A TNFSF4 UBXN11 VIM VOPP1 WIPI1 YPEL5 ZC3H12A ZMIZ2 GSE40274_CTRL_VS_FOXP3_AND_XBP1_TRANSDUCED_ACTIVATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40274_CTRL_VS_FOXP3_AND_XBP1_TRANSDUCED_ACTIVATED_CD4_TCELL_UP ABHD13 ACACA ACOT7 ADCY8 AGPAT5 AHCY AHSA1 ANKLE1 ANO7 ASIC2 ATXN1 AXL BATF BYSL C1QBP CACNA1E CASP4 CAVIN4 CCDC87 CCNB2 CCND2 CCNF CCNH CDC20 CDCA2 CDCA5 CELA3B CENPM CHPF CPLX3 CRTAM CSF1 CTSLP3 DBI DCTPP1 DDX31 DMBX1 DNPH1 DOT1L DPP7 E2F4 ELAC2 EME1 ERH ESPL1 EXO1 EXOSC7 FASN GPR183 H1-1 H1-5 H4C4 HCFC1 HNRNPH2 HPDL HSPA9 HSPD1 HYOU1 IPO5 JCHAIN KCNC3 KLF12 KRT5 LAP3 LETM1 LINGO2 LRR1 LSM4 LTA MAFK MCM2 MFSD2A MIR17HG MIR96 MIRLET7D MKI67 MRI1 MRPL55 MYBBP1A MYO19 NCAPG2 NCAPH NEFH NME1 NOB1 NOL9 NOP10 NOP56 NRF1 NSMCE2 NUBP2 NUDC NUP205 OAS3 OMG PAF1 PAICS PBK PCDHB16 PDAP1 PDSS1 PDXP PDZK1IP1 PFKP PGP PMEPA1 POLD1 POLR2L PPP5C PPRC1 PRIM1 PUSL1 PVT1 PYCR1 RAB11FIP4 RAB17 RAB18 RAD50 RAD54L RANBP1 RARS2 RASD2 RBMX2 RPS19BP1 RRP12 RRP9 RSRC2 RTEL1 SCLT1 SINHCAF SLC12A4 SLC25A43 SLC35B1 SLC39A7 SLC5A3 SLC5A6 SMN1 SNAPC4 SNHG1 SNRPD3 SPRED2 SSRP1 STIP1 STMN1 SUCLA2 TCAF1 TGM4 THOP1 TLE3 TMEM14C TNFRSF19 TNFRSF4 TNFSF9 TXN2 URB2 USP2 UTP4 VAC14 WDR4 WHRN WNK1 XYLB YWHAE ZBTB8A ZC2HC1C ZFPM2 ZHX3 GSE40274_CTRL_VS_FOXP3_TRANSDUCED_ACTIVATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40274_CTRL_VS_FOXP3_TRANSDUCED_ACTIVATED_CD4_TCELL_DN ABCA1 ABCG1 ABHD17B ADD1 ADGRE5 ADM AFF3 ALKBH2 ANXA6 ARHGAP24 ARHGAP45 ARHGEF18 ARHGEF3 ARID5B ARL13B ARMC7 ARSK ATF7IP ATP10D ATXN1 B3GNT5 BACH1 BTG3 C3orf33 C5orf34 CALHM2 CAPG CBR1 CCPG1 CCR6 CCR7 CD1D CD200 CD300LF CD38 CD81 CHD2 CKAP4 CLN5 CNN3 CTSC CYB561A3 CYP4F3 CYRIA DDIT4 DOCK11 DPP4 DSTYK EEF2K ELAC1 EMP3 ESYT1 EVI2A EVI2B FAM168A FAM43A FBXL12 FILIP1L FOXJ2 FOXO3 FPGT FUS FYCO1 GAN GBP7 GIMAP4 GIMAP7 GIMAP8 GM2A GNE GNS GPCPD1 GPR18 GPR183 GPR65 H6PD HEXA HLA-B HLA-E HSD17B11 IFNAR2 IFNGR2 IFT140 IKBIP IKBKB IL27RA IRAK3 IRGM ITGA4 ITGB7 ITM2B ITPR1 JARID2 KCTD12 KCTD14 KCTD6 KDM5B KDM7A KLF2 KLF7 KLHDC1 KLHL14 KMT2E KYNU LGALS3 LGALS8 LPCAT1 LPCAT2 LRIG2 LY6D MAF1 MALAT1 MAN1A1 MAP3K1 MAPK12 MAU2 MBLAC2 MED12 MFHAS1 MFSD8 MGAT4A MICALL1 MXI1 MYCBP2 MYLIP MYO1H MYSM1 NCF1 NIBAN3 NID1 NPC1 NUCB2 P2RX4 PARP14 PATJ PCMTD2 PIP4P1 PISD PLBD1 PSAP PSTPIP1 PTPN22 RASGRP2 RASSF5 RCAN1 RDX RHOA RIGI RILPL2 RIPOR2 RMC1 RNASEL RNF13 RPL13 RRBP1 RSRP1 RSU1 S100A10 SAMD9L SATB1 SBK1 SDC4 SELPLG SEMA4B SERINC3 SERPINI1 SGK1 SLC10A3 SLC25A37 SLC66A2 SNAP47 SNN SNRNP70 SPATA6 SSPN ST3GAL1 ST8SIA4 ST8SIA6 TBC1D5 TCN2 TET2 TK2 TLR7 TMEM140 TMEM154 TMEM176A TMOD3 TRIM25 TRIM7 UBL3 USP3 VIM ZBTB18 ZKSCAN5 ZMYM5 ZMYND11 ZNF182 ZNF274 ZNF445 ZNF467 GSE40274_CTRL_VS_FOXP3_TRANSDUCED_ACTIVATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40274_CTRL_VS_FOXP3_TRANSDUCED_ACTIVATED_CD4_TCELL_UP AARS1 ADA ADHFE1 AKIRIN2 ALDH9A1 ANAPC15 APOC2 ARHGAP11A ARHGAP29 ARL5A ASF1B ASNS ASRGL1 ATAD5 ATP5ME ATP5PO ATP6V0A1 AURKB BLVRB BTF3L4 BUB1B C8A CCDC18 CCHCR1 CCNE2 CDKL1 CDKN2C CELSR1 CENPA CENPK CENPL CENPN CENPP CENPU CENPW CEP55 CHAC1 CIP2A CISD1 CKAP2L CNTLN COA7 COX6A1 CPNE5 CPSF6 CS DBF4 DDIAS DMPK DNA2 DNASE1 EAF2 ECT2 EFNB1 EIF1AX EIF2A EIF4E EPPK1 ESCO2 EXOSC9 FAM156A FANCD2 FANCI FH FKBP2 FXN GINS1 GINS2 GINS3 GMNN GNAL GNB4 GNG12 GPATCH2L GPM6A HMCES HMGN3 HROB IFT22 IFT57 IGF2BP3 IMPDH2 IRAK1BP1 KIAA1217 KIF18B KIF20A KIF4A KIFAP3 KNTC1 LIG1 LIMA1 LSS MAD2L1 MAGED1 MASTL MCM10 MCM3 MCM7 MMS22L MSH5 MTHFD2 MXD3 MYB NANS NCAPG NCAPG2 NCAPH NDC80 NDUFAB1 NDUFB5 NDUFC2 NUDT1 NUSAP1 OIP5 ORC6 OTUB2 PALS2 PAM16 PARP8 PCLAF PFN2 PGPEP1 PHF10 PLK4 PLPP1 PMF1 POLA1 POLE POLR3K PPP2R2D PPP6C PRIM2 PROK2 PRR11 PSMA6 PTGR1 PTRHD1 PTTG1 RAB9A RAD51AP1 RAD51C RAPH1 RBBP8 RFC2 RFC3 RFC4 RGCC RNASEH2B RPS27L RRM1 S1PR2 SCN11A SCRN2 SELENOH SERPINF1 SH3BGRL2 SHMT1 SIVA1 SLAMF1 SLAMF7 SLC12A2 SLC1A4 SLC25A33 SLC25A40 SLCO4A1 SMAGP SMC2 SNRPA SNRPD2 SNTG2 SPC25 STIL SYCE2 TCF19 TEDC1 THOC7 TIMELESS TLCD2 TLX3 TMEM256 TOP1 TOP2A TOX2 TPI1 TRAPPC1 TRMT10A TSNAXIP1 UBE2T USP24 USP6NL UXS1 VDAC3 VPS29 WNT5B WSB2 XPNPEP1 XRCC1 ZBED3 ZRANB3 ZWILCH GSE40274_CTRL_VS_GATA1_TRANSDUCED_ACTIVATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40274_CTRL_VS_GATA1_TRANSDUCED_ACTIVATED_CD4_TCELL_DN ADORA2A APTX ARID5A ARIH2 ARRDC3 ART5 ATF4 ATMIN BACH1 BAMBI BCL2L11 BCL2L13 BHLHE41 BSPRY C15orf39 C6orf62 CABYR CAMK2N1 CAMK2N2 CAMSAP2 CAPN11 CBX4 CCDC117 CCNL1 CCSAP CD93 CDKN2B CDV3 CFAP46 CLEC4E CLRN2 CNOT6L COQ8A CRYGN CSRP1 CSTB CXCL2 CYLC1 DCAF12L1 DDX54 DEGS1 DENND2C DGKD DMRTB1 DNAJA2 DPH3 DTWD2 EGR4 EIF1AX EIF3A EIF4A3 EIF6 ELL2 ERF EZR FAM76A FGFRL1 FIGN FMO4 GCH1 GHITM GTF2E2 GTF2H5 H1-10 H1-2 HIC2 HSP90AB1 HSPA4L HSPB1 HYCC1 IER3 IGF2R IL21R IL3RA IRF2BP2 ITK IWS1 KIF18A KLF6 KLHDC4 KLHL11 KPNA4 LINC-PINT LYSET MAFG MAFK MAGOH MANEA MAP3K1 MED7 MEX3C MIR103A1 MIR16-1 MIR17HG MIR24-2 MIR7-1 MIRLET7D MOB2 MXD1 NFATC1 NFKBIB NMT2 NRBP1 NUP54 NXF2 ORAI1 PCDHB18P PEG10 PHF19 PHLDA1 PIK3IP1 PIP5KL1 PLCXD2 PLK3 PLK4 PMF1 PNPO POMC PPP1R12B PRELID3B PRRG4 PTP4A1 PUF60 RASAL1 RASSF3 RBM7 RBM8A RCL1 RELB RHEB RTN4RL2 S1PR2 SCGB2A2 SCPEP1 SDE2 SESN2 SH3TC1 SIAH2 SLAMF9 SLC16A6 SLC18A3 SNORA20 SNRPA STAP1 STK38L SUCO TAF13 TMEM167B TMPRSS3 TNFRSF10B TOB2 TOP1 TOX3 TPST2 TRIB1 TRIB2 UBE2S UBQLN1 UNC45A UQCRFS1 USP22 USP31 USP44 VEGFA VPS18 XPNPEP3 ZBTB25 ZC3H10 ZC3H12A ZCCHC12 ZRSR2 ZSCAN10 GSE40274_CTRL_VS_GATA1_TRANSDUCED_ACTIVATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40274_CTRL_VS_GATA1_TRANSDUCED_ACTIVATED_CD4_TCELL_UP ABCA6 ADGRE4P ADGRG5 ANGPTL1 ANPEP AP1S3 ARHGAP45 ASB2 ATOX1 BABAM1 C16orf54 C6orf47 CALHM2 CALHM6 CASS4 CAT CBX7 CCDC167 CCDC61 CCND1 CD300A CD55 CD63 CD7 CFAP410 CFH CIITA CNN2 CP CSF2RB CSF3R CTSC CX3CR1 CXCR2 CYB561A3 CYB561D2 CYFIP1 DCST1 DDX17 DNMT1 DPYSL2 DTD2 ERLEC1 EVL EXTL2 FAM193B FBXL14 FBXL8 FCER1G FMNL1 GBGT1 GDF11 GDI2 GDPGP1 GIMAP8 GLO1 GRK3 H6PD HGS HHEX HMOX1 HTATIP2 IFIT1 IGSF8 IL15RA IL18 IL5 INKA1 IRF2 ITGA4 KIAA0513 KLHL42 KLHL5 LCN8 LILRA5 LILRB3 LIPE LY6S MAGEA6 MAPK13 MCL1 MERTK METRN MFAP3 MFHAS1 MMP9 MRPL40 MS4A7 MT-CYB MYO1F NAA60 NCKAP1L NFE2 NTPCR OOSP1 P2RY6 PAGR1 PHF1 PHF7 PLA2G15 PLCD1 PLEKHA4 PLXNA1 PML PPEF2 PRKD2 PXDC1 PYCARD PYM1 RAB3D RDH12 RETSAT RHBDF2 RNF13 ROPN1L RPA3 S100A8 SERPINB10 SETMAR SGIP1 SHLD1 SIRT6 SLC26A6 SLC8A1 SLCO2B1 SLFN5 SNX27 SNX32 SPINT1 STARD5 STARD8 STING1 STON2 SULF2 SUSD3 TACO1 TCP11L1 TEDC1 TLN1 TMEM14A TREML4 TRIM56 TWF2 UBA3 UBL7 VAMP5 XIST XKRX GSE40274_CTRL_VS_HELIOS_TRANSDUCED_ACTIVATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40274_CTRL_VS_HELIOS_TRANSDUCED_ACTIVATED_CD4_TCELL_DN ABCA5 ABTB2 ADO ADPGK AHCTF1 AIMP2 ALYREF ANK1 ANKIB1 ANKRD55 ARIH2 ASXL1 ATL2 ATP1A1 ATP6V0D2 AVEN BAX BCAR3 C1QTNF4 C2orf49 CAMK4 CAND1 CC2D1B CCDC116 CCL3 CCR6 CDC42EP5 CDH19 CDH24 CDHR4 CHD1 CHPF CHST7 CINP CMTR2 CNGB1 CNOT6L COQ8A CRLS1 CRYBA1 CSNK1D CXCL2 DDX27 DLK1 DPP7 EAF2 ECE2 EEF1G EGR2 ELP1 EML5 ETS2 FAM167A FLCN FOXO6 GCH1 GIT1 GNL1 GOLGA5 GOT1 GPS1 GPSM1 GRIA4 HOMER1 HSD3B1 HSPA1A HSPH1 IDE IER2 IFNLR1 IL21R IL2RA IL3RA ILDR1 INSM1 IPO4 ISG15 ITK ITPKB JUNB KATNA1 KCTD5 KIF21A KRTCAP3 L2HGDH LIPT2 LONRF1 LONRF2 LYAR LYPD4 MAB21L1 MID2 MIF MIR155 MIR17HG MIR301B MIRLET7D MRPL36 MRPL44 MRPS34 NDUFS3 NETO2 NLE1 NR1D2 NT5C1B NTMT1 NUBP1 NXT1 PADI3 PAXIP1 PCGF5 PHB2 PICK1 PIP5K1C PIP5KL1 PLAA PLK3 POGK POLR1B POLR1C PPRC1 PRKCI PRMT6 PSAT1 PSMB5 PSMD1 PSMD11 PTP4A1 PTPDC1 QTRT2 RBX1 RCC1L RGS9BP RPF2 RRAD SAA2 SEL1L2 SENP6 SET SINHCAF SLC20A1 SLC25A25 SLC39A4 SLC3A2 SLC52A1 SLC5A3 SNAI3 SNRNP35 SRM SRPRB SRXN1 SS18 ST6GALNAC4 STAP1 SUDS3 SYNGR2 TBL3 TBR1 TBRG4 TENT5C TIMM50 TMEM70 TOMM40 TSSC4 TTF2 TTLL6 TUFT1 TXNRD1 UBE2U UNG UTP4 VAT1 VEGFA VKORC1L1 VPS29 VPS8 XPO4 YAF2 ZHX2 GSE40274_CTRL_VS_HELIOS_TRANSDUCED_ACTIVATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40274_CTRL_VS_HELIOS_TRANSDUCED_ACTIVATED_CD4_TCELL_UP ABHD12 ACKR2 ADAM15 ADRB2 AGAP1 ALOX5AP ALPK1 AMPD3 ANKRD44 ANO6 ANXA6 AP1S3 APOOL AQP11 ARHGEF18 ARSK ASAH1 ATP1B2 AURKA BCL2L14 BPTF CACNA1E CARNS1 CD300C CD99L2 CDK20 CEBPA CELF4 CERS4 CLASP1 CLNK CPOX CREBBP CSF3R DAB2IP DECR2 DEF6 DEF8 DPM3 ECH1 EHHADH EIF1B ELAC1 ELMO2 EMID1 ESCO2 EVI5L EXOC6 FAM168A FBXL8 FCGR1A FCHSD2 GAS2L1 GBP5 GDF11 GDI1 GIMAP3P GPR155 GRHPR H2AZ1 H2BC26 HDAC10 HEMGN HIP1 HP IDH2 IKBIP IL10RA IL27RA INVS IQGAP2 ITGA2 KAT2B KCNA2 KHK KIF21B KIF9 KIZ KLHL14 KMO KMT5C KYNU LCN8 LGALS1 LIPA LPAR5 MAN2A1 MARVELD1 MATK MCTP2 MGST1 MOB3A MOB3B MSTN MTARC2 MYO18A NCOA7 NDUFS2 NFAM1 NUDT7 PADI2 PDE5A PHACTR2 PHKA1 PIK3CG PLA2G4A PLA2G7 PLXNA1 POC1A PPM1H PPP1R21 PPP1R9B PRKD2 PRKDC PRTN3 PSAP PSD4 PTPN6 PTPRE RAPGEF4 RASGRP2 RASSF3 RASSF4 RCSD1 RFC2 RGS14 RIPOR2 RP9 RPUSD1 SDCCAG8 SERINC5 SHLD2 SIRT6 SKA1 SLC14A1 SLC25A23 SLC25A53 SLC35A5 SLC46A3 SORCS2 SPIRE1 SPOP SRPK3 ST3GAL1 ST3GAL3 ST3GAL4 ST6GAL1 STAT2 STX2 SULF2 TATDN3 TBC1D1 THRB TKTL1 TMEM134 TMEM71 TMX3 TNFAIP8 TRAPPC2 TRIM21 TSEN34 TSPAN17 TUG1 UBAC2 XDH XKRX GSE40274_CTRL_VS_IRF4_TRANSDUCED_ACTIVATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40274_CTRL_VS_IRF4_TRANSDUCED_ACTIVATED_CD4_TCELL_DN AGPAT5 AHSA1 APOBEC2 APRT ARRDC3 ATP6V0D1 B4GALT1 B4GALT5 BAMBI BATF BCL2L13 BHLHE40 BOK BSDC1 BSPRY CCDC9 CCR4 CCT5 CCT6A CD274 CD93 CDR2 CDS1 CLEC4E CRY1 CST9 CTNNAL1 CWC25 CYP26A1 DDX54 DEGS1 DENND4A DNAJB6 DOT1L DUSP18 EIF2S2 EMD EXTL2 F3 FAM167A FAM76A FBXO6 FGFRL1 FKBP4 FOS FOXE3 FZD5 GLYATL3 GNB5 GPR137C GPSM1 GPSM2 HCCS HIVEP3 HSPA4L IFT140 IGF2R IL21R IL3RA INSIG1 IRAK1BP1 IRF2BP2 ITK KBTBD13 KCTD10 KIF18A KLF11 KLF4 KLF6 LMBR1L LRRC32 MAFA MAGOH MANEA MAP3K1 MAP3K8 MCM2 MED10 MED21 MIA MIR17 MIR668 MORF4L2 MOXD2P MREG MRPL54 NCF1 NR1D2 NRBP1 NT5C2 NT5DC3 NUDT4 NXPH4 OASL ODC1 OPA3 OSGIN2 OTUD1 PCDHB9 PDP1 PGM1 PLK3 PLSCR2 PNPO PPP1R10 PPP1R16B PRF1 PRKAR1A PRKX PRRG4 PSD PSKH1 PTGS2 PVR RASGEF1B REL REM2 RHEB RNF125 ROM1 RYBP SATB1 SEC24A SELENOK SGSM1 SH2D2A SIDT2 SIK1 SLC25A38 SLC3A2 SLC43A3 SLC49A4 SMOX SNX18 SOCS7 SPAG9 SPATA4 SULT2B1 TAF4B TAGAP TBC1D15 TBC1D30 TCP1 TENT5C TGIF1 TIMM23 TMEM120B TMEM17 TNFRSF9 TRIP10 TUFT1 UBC UBE2S UBQLN1 UBXN4 UMPS UNC45A UNG VPS18 WNK1 YRDC ZBTB25 ZFAND2B ZFP64 ZMAT4 ZSWIM4 GSE40274_CTRL_VS_IRF4_TRANSDUCED_ACTIVATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40274_CTRL_VS_IRF4_TRANSDUCED_ACTIVATED_CD4_TCELL_UP ABCB4 ADAP2 AGAP1 AGK ALOX5AP ALPK1 ANPEP AP2S1 ARHGAP32 ARL6IP1 ARPC5L ASB7 B3GALT4 BCL2L2 BHLHE40 BLOC1S3 C16orf54 C1QA C1QB CAP1 CASP9 CCND1 CCNG1 CCPG1 CD300LB CD300LD CD48 CD81 CDH18 CDH5 CFH CHIC1 CLIC1 COL14A1 COMMD6 COPS6 CREBL2 CTBP2 CTSD CTSS CXCR2 DOCK1 DOCK5 DUSP7 DYNLT2B EDEM2 EFCAB9 EGLN1 ELOVL1 FAM111A FAM161A FBXL8 FGD4 FNDC11 FPR1 GDPD1 GFUS GIGYF2 GOLPH3L GPR155 GRPR HACD4 HAP1 HEBP1 HHEX HNRNPUL2 HS3ST2 IFIT2 IMP3 IQCE KCTD11 KPNB1 LARGE1 LIG4 LIPA LRP5 LYPLA2 MCEE MET MGAT1 MLEC MRPL11 MRPL49 MRPL57 MSL1 MTG1 MX2 NDUFS7 NFAM1 NME3 NMI NOD1 NPL NR1H3 NXPE4 OBI1 OSBPL5 PAFAH1B3 PARS2 PCCB PDGFB PDLIM2 PHACTR2 PHF11 PLA2G4A PLS3 POFUT1 PPIL1 PPP1R9B PPP3R2 PRDX2 PRKCB PSAP PSMB8 PTRH2 PYCARD RAB31 RAB3IL1 RNF130 RNF168 RTCA S100A6 S1PR4 SCAMP1 SCARB1 SEC22C SERPINB8 SGIP1 SKP2 SLC27A4 SLC41A3 SLC46A3 SLC8B1 SLPI SPCS1 SPO11 SSRP1 SUDS3 SULF2 TACO1 TAPBP TBC1D10C TBC1D8 TBC1D9 TFPT TIFAB TLR8 TMEM106A TMEM165 TMEM229B TMEM50A TPM1 TRIM28 UBE2L6 UBTD1 UBTF VIM VNN3P VWA5A WDFY4 WDR18 YY1 GSE40274_CTRL_VS_LEF1_TRANSDUCED_ACTIVATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40274_CTRL_VS_LEF1_TRANSDUCED_ACTIVATED_CD4_TCELL_DN AAMP ABHD6 ALG8 APIP ARL8B ATP1A1 BCCIP BOP1 BTF3L4 CACNB3 CCDC8 CCDC87 CCR7 CENPB CEP41 CHMP1A CIAO2A CNIH2 COPS8 CSF1 CTU2 CYC1 DBT DCBLD1 DDX60 DVL1 ECD EHD1 EIPR1 ESD F3 FAIM FAM118A FAM83H FOXN3 GCN1 GCSH GFPT1 GPR84 GRM6 GTSE1 HAT1 HAUS1 HEYL HMGN3 HPDL HRAS IGF2BP3 IL1A IPO7 IRF4 JAGN1 JTB KARS1 LARP1 LEO1 LPXN LRRC8D LSG1 MAST2 MATR3 MED21 MED9 MESD METTL6 MIR202 MIR491 MN1 MNAT1 MRPL16 MRPL2 MRPL3 MRPL52 MSRB3 MX1 MXRA8 NAF1 NCS1 NDUFS8 NLGN2 NQO1 NR1D2 NUP43 NUS1 OSGEP P3H1 PDCD5 PDCL3 PDXP PENK PFKL PLK3 PLXND1 POLE4 POLR1G POLR3B POP1 PRKCI PRPF40B PSMA5 PSMD14 PSMD4 PSME1 PTPDC1 PUF60 RAB10 RABEPK RANBP2 REL REM2 RESP18 RFC3 RILPL1 RNF157 RPS2 RPS4Y2 RSAD1 SAR1A SCAP SCO1 SEPHS2 SF3B5 SLC1A2 SLC35F2 SMAD6 SMU1 SNORD38A SNRPD1 SNU13 SPAM1 SPATA7 SPCS1 SPIN1 SPRYD4 SRSF1 SSPN ST18 SWAP70 SYTL3 TARBP2 TBC1D15 TBL3 TBR1 THOC5 TMEM11 TMEM120B TMEM41B TNFAIP1 TNFAIP8L1 TPD52L2 TPSAB1 TRAFD1 TRIM37 TRIM62 TRMT10A TRMT61A TTBK2 TUBB6 TUBGCP2 TULP3 UMPS UQCRC1 UROS VPS29 WDR26 YBX3 YRDC ZBED3 ZC3HC1 ZFPM1 GSE40274_CTRL_VS_LEF1_TRANSDUCED_ACTIVATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40274_CTRL_VS_LEF1_TRANSDUCED_ACTIVATED_CD4_TCELL_UP ACSF2 ADGRE5 ALDOC ANKRD13D AP1S2 APOBEC1 APOC2 ARHGAP9 ARL11 ARL6IP1 ASAH1 ATF7IP ATP6AP1 AURKB BARD1 BCL6 BIN2 C1QTNF12 CACNB4 CAP1 CASP9 CD200 CD24 CD300LB CD302 CD81 CD8A CD99L2 CDC42SE2 CEBPA CFH CHCHD10 CKAP4 COBLL1 CPEB2 CST3 CTBP2 CTDSPL CTSC DAB2 DNAI4 DOCK11 DOCK8 DRD5 EDEM2 EMID1 ENPP1 ERP27 EVI5L EZR FAM110A FAM117A FAM161A FAM168A FBLIM1 FCGR1A FCRL1 FGL2 FMNL2 FMO5 FRMD4A FSIP1 GAB2 GAPT GLRX GRHPR GSAP GYPA H2AC15 HCLS1 HDAC7 HES1 HIGD2A ILK INPPL1 IQCE IRGC JAG1 KCNJ16 KHK KLRC1 LAPTM5 LPP LRRC56 MAGED1 MALT1 MAN2A1 MAP3K1 MATK MID1IP1 MINK1 MPZL1 MYL12B MYL4 MYO18A N4BP2L1 NCF2 NCR1 NDST1 NKG7 NPL OSBPL5 PDGFC PDLIM2 PI16 PIP4K2A PLCB2 PLCL1 PLEKHM1 POLD1 PPARG PPP1R9A PPP3CC PQBP1 PRCP PROS1 PTMS PTPN14 PXK PXMP4 RAB32 RAB36 RASGRP3 RCSD1 RFC2 RIN2 RNASEL RNF141 RNF181 ROGDI RPRM RSU1 RTL5 SCAMP1 SEC14L1 SEC24D SERINC3 SH3BGRL3 SLC25A23 SLC28A2 SLC2A3 SLC45A2 SMARCA2 SPNS3 SPO11 ST3GAL4 STARD9 STC1 STEAP4 STK10 STYK1 SYNE2 TAX1BP3 TCN2 TCP11L1 THEMIS2 TLR3 TMBIM6 TMEM106A TMEM229B TMPO TPCN1 TRMT2B TTC9C UBE2R2 UNC5CL VWA5A WDR6 XDH XKRX ZEB2 ZZEF1 GSE40274_CTRL_VS_SATB1_TRANSDUCED_ACTIVATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40274_CTRL_VS_SATB1_TRANSDUCED_ACTIVATED_CD4_TCELL_DN ADAT2 ADO AOC2 ARF5 ATP7B B4GALT5 BAMBI BATF BCL2L11 BEX3 BHLHE22 BHLHE40 BOP1 BTBD9 CBX1 CCDC85C CCR7 CCT4 CDK6 CDV3 CENPB CITED4 CMTR2 COQ8A DGAT2 DKC1 DLK1 DNAJB6 DNMT3B DUS4L DUSP3 ECE2 EFTUD2 EHD1 EIF2S1 EIF4A1 ERO1A FOSB FRS3 GART GCLC GCN1 GFPT1 GOLM2 GOT1 GPR84 HMX3 ICOS IDE IFIT1 IGF2BP3 IGLON5 IL10 IL1A JADE3 JAGN1 JOSD1 JTB KCNC3 KLHL21 LARP1 LRRC8D LSG1 MAFK MAPKAPK3 MARCKS MARS1 MATR3 MED10 MED9 MESD MIR23B MPHOSPH10 MRPS18B MYBBP1A NAB2 NAF1 NARS1 NDUFB4 NIBAN2 NLE1 NME2 NR1D2 NR2E1 NRARP NRIP3 NT5C1B NUDC NUP133 NUP43 OTULIN P3H1 PDCD5 PISD PLCL2 PLK3 PMP22 PMPCA POLR1B POU4F1 PPP1R16B PPP4R2 PRMT3 PRPS1L1 PSAT1 PSKH1 PSMA3 PSMB5 PSMC2 PSMD7 PSME3 PTPRS PUF60 PVT1 QTRT2 RANBP2 RARS1 RBBP8 REEP6 RIPK2 RNF26 RRP12 RYBP SAXO1 SIK3 SINHCAF SLC25A26 SLC2A6 SLC35F2 SLC39A14 SLC3A2 SMAD6 SMARCA5 SMARCC1 SMOX SNORD73A SNRPA1 SNRPD1 SNU13 SOX7 SPIN1 SRXN1 ST6GALNAC4 STXBP1 SURF2 TAF9 TAGAP TBC1D15 TBL2 TBL3 TENT4A TFDP1 TIPRL TLCD1 TMEM17 TRIM37 TRMT6 TRNAU1AP TRUB2 TUBB2A UBE2O UCHL5 UCK2 UFM1 UMPS USP1 VAMP3 WDR12 WDR46 XPOT YARS1 YRDC GSE40274_CTRL_VS_SATB1_TRANSDUCED_ACTIVATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40274_CTRL_VS_SATB1_TRANSDUCED_ACTIVATED_CD4_TCELL_UP ABLIM1 ACP6 ADAM19 ALDOC ALOX5 ANAPC5 ANKS6 ANTXR2 AP3M2 ARHGAP45 ARHGEF18 ARRB1 ARSK ASAH1 ASB1 ATOSA CALCRL CBX8 CCNG2 CD300LB CD99L2 CDC25B CDH17 CDK5 CEBPA CHD9 CIB1 CIITA COMMD3 CORO1A CRYZL2P CST3 CTSC CYSLTR1 DBI DMPK DOCK11 DUSP19 DUSP7 EMID1 ENPP1 ENPP4 ERP27 FAM193B FBLIM1 FBXL17 FERMT3 FMN1 FMNL2 FMO5 FNDC7 FRY GAPT GCDH GMCL1 GPR19 H2AC25 H6PD HAVCR2 HELZ2 HHAT HIGD2A HPSE HSD17B10 HSD17B4 IL5RA IRF7 ITPRIPL1 IVD KDELR1 KHK KIF9 KLF2 KMO KMT5C KYAT3 KYNU LAIR1 LAMTOR2 LCMT1 LIFR LIPA LOXL1 LYPLA2 MAN2A1 MAPK14 MBD5 MED13 MID1IP1 MOB3A MPO MTSS1 MXD4 MYO18A MYO7A NAA60 NID1 NIT1 NKG7 NPC2 NXPE4 OAS3 OSBPL7 PARP3 PBX1 PDE1B PDE4A PDE6D PHF21A PI4KB PID1 PIGV PIP4K2A PLCB2 POLD1 PPP1R21 PPP3CC PPP6R2 PSMB8 PSMB9 PTGR3 PXK PYROXD2 RAB27A RASGRP1 RBL1 RGL2 RHBDF2 RIPOR2 RNASEL RNF141 RPL32 RUNX2 S100A6 S1PR4 SESN3 SGIP1 SIT1 SLAMF1 SLC11A2 SLC15A4 SLC25A23 SLC25A35 SLC25A43 SLC2A3 SLC66A3 SLC8B1 SLPI SNX2 SNX20 SOAT1 SP100 SRPK3 STARD9 TAPBP TBC1D14 TCP11L2 TEX9 TMEM134 TMSB10 TNRC6B TPMT TRAM1 TRPV2 TSPO WDCP XDH ZBTB3 ZDHHC14 GSE40274_CTRL_VS_XBP1_TRANSDUCED_ACTIVATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40274_CTRL_VS_XBP1_TRANSDUCED_ACTIVATED_CD4_TCELL_DN ADSS2 AHSA1 AURKA B4GALT5 BATF BCKDK CBY1 CCNB3 CENPH CEP57 CHKA CLEC4E CNPY2 CPNE9 CSDC2 CSTF2 CTPS1 DBT DGKH DKC1 DSC1 DYNC2I2 EFTUD2 EIF2B1 EIF3A EIF3H EIF3I EIF6 ELOVL1 EXOSC7 FANCD2 FGF12 FIGNL1 FOXD4 FTSJ3 GART GFI1 GMPR GPATCH4 GRHL1 GTF2H4 GUK1 GUSB HCFC1 HDAC3 HMGN2P6 HMGN3 HNRNPA3 IDE IFNG IGF2BP3 IL12B IPO11 IQCG JAGN1 KARS1 KBTBD13 KIF18B KPNB1 KRTCAP3 KSR2 LARGE2 LCMT1 LIPT2 LRRC58 LSM4 LYAR MAST2 MASTL MCM8 MEP1A MLF2 MPC1 MRFAP1 MRPL52 MRPS18B MRPS7 MTHFD1 MZT2B NCAPD2 NDUFA10 NMT1 NOL9 NPHP1 NUBP1 NUDT18 NUP133 OLA1 ORC6 OXCT1 PCBP4 PDIA6 PDSS1 PFKL PGAM1 PLK1 PLK3 PMM1 POP1 PPP5C PRDX1 PRMT5 PSAT1 PSMA3 PSMA5 PSMC2 PSMD14 PSME1 PSME3 PUS1 PUS7 RBM15B RENBP RMDN3 RNF128 RPS2 RTN4RL2 SCFD2 SCX SDF2L1 SDHD SEC13 SERP2 SETD6 SF3B5 SNORA2C SNRPA1 SPATA7 SPC24 SPC25 SRSF1 ST13 SULT4A1 TAF9 TARBP1 TARBP2 TBL3 TENT5C THOC5 TICAM2 TIGD3 TIMM13 TMEM11 TMEM147 TMEM161A TMEM42 TMEM70 TNFAIP1 TOMM20 TRIB1 TRMT61A TRNAU1AP TTK TWSG1 TXLNB UMPS UQCRC1 UTP20 VAV3 VCP WDHD1 YARS1 YBX3 ZC3HC1 ZMYND19 GSE40274_CTRL_VS_XBP1_TRANSDUCED_ACTIVATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40274_CTRL_VS_XBP1_TRANSDUCED_ACTIVATED_CD4_TCELL_UP ABI1 ACVRL1 AGAP1 AHNAK ALOX5 ANTXR2 ANXA6 APOBEC1 ARID5A ARL6IP1 ARRB1 ATF7IP ATP2A3 BBS9 BFSP2 C2 CALCRL CASP6 CBX8 CCL5 CD28 CD33 CDC25B CDH5 CEBPA CHST15 CPEB2 CRYBG1 CSF3R CTBP2 CTSH CYB5A CYRIA CYSLTR1 DMPK DPP4 EDEM2 EFCAB9 EGLN2 EHD3 EMID1 ENPP1 ENPP4 FAM193B FBXO32 FCGRT FCRL1 FCRL5 FES FMN1 FMNL3 FRMD4A GGTA1 GIMAP3P GIMAP4 GLCCI1 GNG2 GPR155 GRK2 HCAR2 HELZ2 HES1 HPSE ICOS IFIT3 IFT140 IKZF3 IL10RA IL18 IL2RB IRF7 ITGAD ITSN2 KCTD12 KIF21B KLHL6 KYNU LDLRAD3 LRG1 LRP5 LRRC61 LRRK2 MAP3K8 MAST4 MET MICAL1 MLX MPZL1 MS4A14 MYL12B MYO10 N4BP2L1 NAA60 NDST1 NKG7 NMI NOTCH2 ORMDL1 PDE5A PFKFB4 PHF21A PICALM PIGV PIK3C2B PIP4K2A PITPNC1 PLAUR PLEC PPBP PPP3CC PPP6R2 PREX1 PRKD2 PSAP PSD4 PSEN1 PTCHD1 PTGR3 PTP4A3 PXK RAB31 RAC3 RASGRP1 RASSF4 RFLNB RHOG RIGI RIN2 RNF13 RNF167 ROGDI RTL5 RWDD2A S100A4 SCEL SENP7 SERPINB8 SGIP1 SLAMF1 SLC12A7 SLC15A4 SLC25A45 SLC2A3 SLC4A11 SMAD4 SOCS3 SP100 SPIC SPO11 ST3GAL1 ST6GAL1 STARD5 STK10 STXBP2 TCF7 TERC THEMIS2 TLN1 TLR2 TLR3 TMEM59 TNFAIP2 UBE2E2 UBL3 USP25 UTRN XKRX YPEL5 ZEB2 ZFP3 ZNF18 GSE40274_EOS_VS_FOXP3_AND_EOS_TRANSDUCED_ACTIVATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40274_EOS_VS_FOXP3_AND_EOS_TRANSDUCED_ACTIVATED_CD4_TCELL_DN ACTL6B ADARB2 AKR1D1 ALDH3A1 ALPG ANO1 AQP6 ARVCF AURKA B3GALNT1 BATF2 CASKIN1 CC2D2A CC2D2B CER1 CES5A CHMP4C CNIH2 CRACR2B CSNK1G1 CSPG5 CYP11B1 CYP7B1 DUSP3 ENAH FAM117A FAM170A FBLL1 FRMD7 FRMPD4 FUT4 GABRR2 GDF15 GH1 GLI1 GLRA3 GNG3 GRHL2 GRP H2BC21 HCRTR2 HSPB3 IFNL2 IGF2BP3 IL17D IQCA1 ITIH2 KCNA1 KCNK18 KDM5C KIRREL2 KLHL32 LHFPL5 LHX6 LRRC52 LRRC8B LTK MAFG MAPK7 MASTL MCTP1 MFAP3L MIR377 MIR379 MIR421 MS4A1 MUC16 NFIB NICN1 NKX2-6 NOSTRIN NR2E3 NRAS NRXN2 NUDT12 PAMR1 PAX2 PCDH8 PDYN PELI2 PHYHD1 PILRA PLXNA4 PON1 PON3 PPFIBP2 PPP1R27 PRUNE2 RAG2 RASSF9 RBMS3 RESP18 SGPP2 SLC16A10 SLC25A48 SLC7A2 SLCO1C1 SMR3A SOHLH1 SOX21 SPAG16 SPAG17 SPOCD1 SPTLC3 STK35 STXBP1 SUPT3H SYT8 TAAR3P TBC1D2 TCAF2 TCF7L1 TCTN2 TDO2 TMEM201 TRPV3 TTC36 VSX2 XIST ZCCHC12 ZIK1 GSE40274_EOS_VS_FOXP3_AND_EOS_TRANSDUCED_ACTIVATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40274_EOS_VS_FOXP3_AND_EOS_TRANSDUCED_ACTIVATED_CD4_TCELL_UP ABCE1 ABCG2 ADAM17 ADPGK ANKRD34C ANXA10 ARFIP2 ATG2B ATP6AP2 AZI2 BCL2L13 BORCS5 BUB3 BZW2 C2CD2 CACYBP CBFA2T3 CCDC32 CCDC51 CCR1 CD79B CDC42EP4 CENPQ CFHR1 CLCN1 CLDND1 CLTC CNIH1 CNPY3 COX10 CRCP CRIM1 CTSC CTXN3 CXCL12 CYBC1 DHRS1 DNASE1L1 ELOC ELOVL1 ERCC3 EXD2 FGL1 GCH1 GFI1 GLRX GOSR2 GPHN GRWD1 GTF2E2 GYS1 HDAC5 HSF4 ICE1 IKBIP ILVBL IRGQ ISL2 JADE1 JADE3 JMJD6 JOSD2 KCMF1 LEPROTL1 LLGL2 LONRF1 LY9 MBOAT1 MEG3 MGAT1 MKRN2 MOB1A MYO9B MZT2B NCOA2 NCOA6 NDRG3 NDUFA8 NEDD4L NOD1 NOP16 NPC2 NUDT7 NUMB OSBPL11 OXSR1 PAFAH1B2 PCCB PCDHB14 PDCD5 PDXK PFDN2 PHF8 PLEKHA1 PLEKHG3 PLXNA1 PMEPA1 PMPCA POLE POLR1A PSMF1 RAD51C RAF1 RANGAP1 RAPGEF2 RBM8A RBPJ RCE1 RETREG3 RNF31 RNF41 SEC22C SFXN1 SHROOM2 SIAE SLC16A1 SLC30A6 SMURF2 SNORA16A SNORA73A SNRPB2 SPSB3 SRD5A3 SRPRB STRN4 TAF5 TBXA2R TCEAL8 THUMPD1 TIMM22 TIMM44 TMEM104 TMEM161A TNFSF14 TRIP6 TSPAN4 TSPAN9 URB1 USP35 USP49 UST UTY VPS39 WFDC8 WNT5A WSB2 ZBTB17 ZBTB44 ZC3H14 ZCCHC8 ZDHHC15 ZFYVE19 ZNF276 GSE40274_FOXP3_VS_FOXP3_AND_EOS_TRANSDUCED_ACTIVATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40274_FOXP3_VS_FOXP3_AND_EOS_TRANSDUCED_ACTIVATED_CD4_TCELL_DN ACAT2 ACKR2 AICDA ALDH9A1 ALG8 ANKMY2 ANLN ANO3 ARHGAP11A ARL5A ASB4 ASNS BMPR1A BNIP5 BRMS1L BUB1B C1orf122 C5orf22 C6orf118 C8A CASP3 CASZ1 CCDC18 CCNA2 CCNE1 CCNE2 CD7 CDC14B CDC25C CDCA2 CDK4 CDKN2C CELSR1 CENPK CENPL CENPP CENPU CENPV CFL1 CHEK2 CIP2A CMSS1 CPNE5 CPSF6 CRYBA4 DBF4 DDIAS DDX1 DHFR DMPK DSCC1 E2F3 EAF2 ECT2 EFNB1 EIF4EBP2 EMB ENDOU ENY2 EPPK1 ERCC6L ERI2 ERLIN1 ESCO2 EXO1 FABP5 FAM135A FANCD2 FHL1 GAL3ST1 GAS2L3 GINS1 GMNN GNB4 GNG12 GSC H2AZ1 HEMGN HNRNPD HOXB7 HPF1 HROB IFT27 IGF2BP3 IGHG1 JAKMIP3 KCNN4 KIAA0930 KIF11 KIF18B KIF20A KIFAP3 KNSTRN LCP2 LEFTY1 LHFPL4 LIG1 LMO7 LOXL3 LPIN2 LPP LPXN LSM5 LXN MBOAT4 MROH2A MRPS15 MSI1 MTHFD2 MXD3 NAF1 NANS NCAPG NCAPG2 NCAPH NDC1 NDUFAB1 NDUFC2 NEDD4 NEIL1 NEK2 NEXN NT5M NUP133 OPTN ORC6 PA2G4 PARPBP PCDHGC4 PCED1A PCLAF PFN2 PGK1 PHF10 PITPNC1 PKP4 PLK4 PLPP1 POGK POLA1 POLE PPIL1 PPP6C PRIM1 PRR11 PTGR1 PTTG1 PYCR2 RAD51 RAD54L RASGRF1 RBBP4 RFC3 RFC4 RFLNA RGCC RGS10 RNASEH2B RTN4IP1 S1PR2 S1PR3 SBF2 SELENOH SKA1 SLC12A2 SLCO4A1 SLPI SMAGP SMIM6 SNRPA1 SPC25 SPEF1 SRSF6 STAU2 STIL STXBP1 TCF19 TEDC1 TFB1M TLCD2 TMCO4 TMEM126A TMEM256 TOP1 TOX2 TPI1 TRIP13 TROAP TUBE1 U2AF1 UBE2T UHRF1 UNG USP6NL VDAC3 WEE1 ZNF365 ZNF473 ZP3 ZWILCH GSE40274_FOXP3_VS_FOXP3_AND_EOS_TRANSDUCED_ACTIVATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40274_FOXP3_VS_FOXP3_AND_EOS_TRANSDUCED_ACTIVATED_CD4_TCELL_UP ABHD11 ABHD17B ACADVL ACOT2 ACP6 ACSS2 ADAM19 ADD1 ADGRE1 AFF3 AFP AGL ALDH2 ANXA6 ARHGAP24 ARHGAP9 ARID5B ARL4A ARSK ATP10D B3GNT5 B4GALNT1 BBS4 BCAS3 C3orf33 CA2 CACFD1 CAPG CCPG1 CCR7 CD1D CD38 CD81 CDC42SE1 CEACAM21 CEBPZ CHD2 CHD3 CIR1 CLN5 COPG2 CREB3L2 CREBRF CRY1 CYRIA CYTH3 DAXX DBT DDX18 DOP1B DPP4 DSTYK DTD1 EEF2K ERRFI1 FAM43A FBXL4 FBXO32 FCGRT FCRL1 FEZ2 FOXO3 FOXP1 FRMD6 GAD1 GDPGP1 GFI1 GGH GIMAP4 GIMAP8 GNE GOLM1 GORASP2 GPR174 GPR180 GRAP2 HCK HIBADH HLA-E IFNAR2 IL10RA IL10RB IQGAP2 IRGM ITGB7 IVD KCTD14 KDM5B KIAA0040 KLC4 KLHL22 KMO L3MBTL3 LPAR6 LPCAT1 LPCAT2 LRATD2 LY6E MAN1A1 MAP2K4 MAP3K1 MBTPS1 MCCC1 MFHAS1 MGST1 MTAP MTMR10 MYL12B MYLIP MYO1H MYO7A NFKBIA NIBAN3 NOP53 NRROS NUCB2 P2RX4 P4HA1 PCID2 PDIA4 PIP4P2 PLA2G15 PLBD1 POGLUT2 PRKCI PRSS12 PRXL2A PTPN12 PXDC1 RAB24 RAB3D RABAC1 RAP2B RASGRP2 RBAK RCAN1 RDH14 RFLNB RFTN2 RIPOR2 RNF13 RNF146 RSRP1 RTP4 S100A10 SAT1 SBK1 SDC1 SDC4 SEMA4B SERINC1 SLC10A3 SLC25A37 SLC66A2 SNRK SNX5 SOCS3 SOCS5 SPATA13 SPATA6 SPECC1L SPNS2 ST8SIA4 STK24 SUFU SVIL TAFAZZIN TBCCD1 TCN2 TCTA TDRD7 TET2 TIPARP TLR2 TLR7 TMED3 TMEM140 TMOD3 TREML2 TRIM25 TRIM8 TSGA10 TTC28 TXNDC15 TYROBP UBL3 UBR3 USP3 VPS39 WLS ZBTB10 ZC3H10 ZDHHC13 ZDHHC14 ZFP36 ZMYND11 ZNF274 ZNF281 ZNF394 ZNF775 GSE40274_FOXP3_VS_FOXP3_AND_GATA1_TRANSDUCED_ACTIVATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40274_FOXP3_VS_FOXP3_AND_GATA1_TRANSDUCED_ACTIVATED_CD4_TCELL_DN ABCC1 ABCG1 ADCY6 ADGRG3 ADGRL1 AGO1 AGTPBP1 ALDH18A1 AMIGO2 ANKRD46 ANO6 AP1M2 ARHGAP20 ARID5A ARMCX1 ATP11A ATXN2 AVPI1 B4GALT3 BASP1 BAZ2B BCL3 BIRC3 C14orf28 CA8 CACNA1A CACNB3 CAMK2N1 CBX2 CCNJL CCR9 CDIP1 CELSR2 COL15A1 CTSW DAPK1 DCAF17 DDR1 DGAT2 DHX58 DNAH8 DNMT3A DRC3 DUSP10 DVL2 DZIP1 ENO2 EPB41L2 ERF ETS2 FAM114A2 FCHSD2 FHIP1B FLJ13224 FMNL3 FNTB FOSL2 FXR2 GADD45G GEMIN5 GLT8D2 GNB1L GNGT2 GPRASP2 GREB1 GTF2I HECTD2 HELZ2 HEMK1 HERC6 HLA-DMA HMGN3 HOMER1 IFI44 IFIH1 IFIT1B IFITM2 IFT80 IGF2R IGSF3 IGSF9 IKZF4 IMPDH2 INF2 INSL6 IRF7 IRF9 KCTD6 KIT KLC3 KTN1 LETM2 LHFPL6 LITAF LRATD2 LRRC42 LTA MAP4K3 MAPK7 MARCKS MARS1 MBNL3 MCF2L MCUB MEX3A MMP11 MOV10 MRPL32 MX2 MXD1 MYB NCF1 NDRG4 NEFL NIBAN3 NICN1 NR4A3 NSUN4 OASL PATJ PFKM PHLDA1 PIP4K2A PKP4 PLA2G4F PLAGL2 PLEKHO1 PLSCR3 PMEPA1 PPP2R5D PRMT2 PTDSS2 PTGIR PTOV1 PTPRS PURG RAB3IP RALGPS1 RALGPS2 RASA2 RASA3 RIMS3 RNF157 RNF213 SATB1 SH3BP5L SH3PXD2A SIAH1 SKI SLC16A3 SLC16A6 SLC22A2 SLC25A23 SMAD7 SMIM13 SMOX SOX4 SPSB1 SPTAN1 SRSF12 ST8SIA1 STAT5A STAT5B TCF4 TCF7 TDRP TEX15 TEX35 TG THOC7 TIGD2 TLE1 TMEM120B TMIE TNFRSF4 TNFSF8 TNNT2 TOM1L2 TP53BP1 TPCN1 TRAF4 TSGA10 TTC3 TTC8 TTYH3 TUBB2A TULP3 UBQLN4 WDR59 WNT3 XPO6 ZHX2 ZMYM3 ZNF219 ZNF354C ZNF362 ZNF821 ZSCAN12 ZUP1 GSE40274_FOXP3_VS_FOXP3_AND_GATA1_TRANSDUCED_ACTIVATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40274_FOXP3_VS_FOXP3_AND_GATA1_TRANSDUCED_ACTIVATED_CD4_TCELL_UP ABCA4 ABCC10 ABCC5 ABCD3 ACTN2 ADD1 ADGRL1 ANKRD23 APOB ARG1 ARHGAP18 ARPP21 ASB11 ASPHD1 BCLAF1 C16orf90 C16orf96 C1S CALB1 CAMK2B CBLN3 CCDC125 CCNJL CD27 CDC42BPG CDC45 CDH17 CDH18 CDIPTOSP CDX2 CHML CLN3 CLRN3 CNFN CNTLN CNTNAP2 COG3 CPE CTPS1 CYP2U1 CYP4F22 DEFB116 DENND2B DLX5 DMBX1 DNAH8 DNAL1 DOCK1 DPP6 DYNC2H1 DYNC2I1 EFNA4 EIF4G2 ENTREP1 EVI2A EVI2B F13B F2 FBXO9 FES FGFR2 FMNL3 FOXRED1 GABRA3 GAL GAL3ST2 GARIN3 GDF11 GLT8D2 GPR45 GRHL2 GSTZ1 H2AB2 HAP1 HMGXB4 HNRNPA1 HSD17B13 ILF3 INPP5B INS INTU IRAG2 ITGA9 KCNA5 KCNH8 KCNJ1 KCNJ11 KCNN1 KCNQ5 KLF5 KRIT1 KRTAP11-1 KTN1 LDHAL6B LENG8 LRRN4CL MARCO MATN2 MDM1 MEG3 METTL8 MPL MRAS MSH2 MTCL1 MYOZ3 NETO1 NFIB NME5 NOC3L NPY4R NR4A1 NRGN NSMAF NUP155 OMP OPN4 OSBP2 PARP11 PDE6H PDILT PEX5L PKDCC PKP1 PLBD1 PLCG1 PLGRKT PNMA3 POU2AF1 PPM1B PPP2R2B PRDM10-DT PRKCD PROX2 PRR5 PRSS12 PRUNE2 PTPRG PTPRU PYGM QSER1 RAB3IP REC8 REM2 RNF144A RPS6KL1 SAPCD2 SCAI SDSL SELENBP1 SEMA4A SH3PXD2B SLC13A1 SLC16A6 SLC1A2 SLC36A2 SLC45A2 SLC6A16 SLC9A1 SLCO1A2 SLIT3 SMTNL2 SNPH SPATA3 SPNS2 SPP2 SSPOP ST18 STAC2 SYNGR4 SYT1 TACC2 TAGLN3 TBC1D22B TBC1D4 TBX15 TCERG1 TMCC2 TMCO2 TMEM213 TMEM37 TNFAIP2 TRA2A TRIP12 TSG101 TSPAN11 TTC3 TTLL11 USP11 USP42 VEGFA VSX2 XRCC2 ZC3H12C ZCCHC12 ZFP37 ZNF131 ZNF219 ZNF420 ZNF423 GSE40274_FOXP3_VS_FOXP3_AND_HELIOS_TRANSDUCED_ACTIVATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40274_FOXP3_VS_FOXP3_AND_HELIOS_TRANSDUCED_ACTIVATED_CD4_TCELL_DN AIM2 AKAP11 AKAP13 ANKRD28 AP4B1 ARAP2 ARFGEF1 ARID4A ARL6IP4 BOD1L1 CAMTA1 CCNYL1 CD55 CEP350 CEP83 CHD1 CLCF1 CLOCK CNOT7 CNR2 CPSF6 CPT1A DNAJB7 DTX3 EFCAB3 ERBIN FAS FASTKD3 FBXO4 FOXP1 GALNT11 GPR151 GPR183 GPRASP3 H1-3 HAO2 HECTD1 HEXD HLCS HPS3 IL10RA IL18BP IL6 INTS6L ITPR2 IZUMO1R KAT2B KAT6B KBTBD3 KCMF1 KDM7A KIF18A KIN KRIT1 KRT5 LINC-PINT LYST MGAT4B MIR103A2 MIR301B MIR499A MLLT10 MLLT11 MME MPHOSPH9 MSI2 MTCP1 MTERF2 MYB NAA15 NCLN NFE2L2 NFKBIA NLRC3 NSG2 P2RX7 PAIP1 PAN3 PARP6 PCF11 PNPLA8 PPIL4 PPP4R3A PRDM2 PRKCE PRMT3 RAD50 RAPGEF4 RDH5 RER1 REV3L RFLNB RGN RIF1 RMDN1 ROCK1 RSRC2 SAP130 SCARNA13 SCFD1 SKAP2 SKIL SLAMF6 SLC10A1 SLC14A1 SLC15A2 SLC37A3 SLC6A19 SMAD5 SMC4 SMIM29 SNAPC4 SNORA23 SNORA28 SNORA3A SNORA73B SNORA74A SOCS6 SRRM1 TBC1D8B TIAL1 TIRAP TMC6 TMEM126A TMEM175 TMEM18 TMEM87B TNFSF8 TRAPPC6B TREML2 TRIM34 TTBK2 TUG1 TUT7 TWF1 TXNDC16 VPS54 WDR75 ZBTB20 ZCCHC7 ZFP1 ZMYM5 ZRANB1 GSE40274_FOXP3_VS_FOXP3_AND_HELIOS_TRANSDUCED_ACTIVATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40274_FOXP3_VS_FOXP3_AND_HELIOS_TRANSDUCED_ACTIVATED_CD4_TCELL_UP ABCD2 ACTA1 ADAMDEC1 ADAMTS1 ADORA3 AGFG2 AKAP12 ALX3 AMER3 ANKRD1 ANKRD29 ANKRD6 APBB2 ATOH8 BLTP3A BMF C12orf56 C2CD4C CALHM2 CAPN11 CASP7 CCDC105 CCDC166 CCDC40 CD101 CDKN2A CENPT CHIA CLIC3 CLN5 CLRN1 COL8A2 COLEC12 COQ9 CSNK1E CX3CR1 CYSRT1 DCC DHRS2 DMRTB1 DNAAF4 DNAJC28 DYNAP DYTN E2F1 ERBB3 FAM83E FANCE FGR FLACC1 FRMD4B FZD1 FZR1 GCDH GPATCH3 GPR88 GRB14 GRHL1 GRIP2 GUCA2A HRCT1 HTR1D HTRA3 IGDCC4 IGFBP6 IL1R1 INA INF2 INTS5 KIF5C KLF8 KLHDC9 KLHL36 KNDC1 LHPP LHX3 LHX5 LIPG LMF1 LMNB2 LRRC56 LTB4R MED25 MED26 MFSD6L MID1IP1 MIR542 MOG MTTP MYO7A MYOZ1 NEBL NEFL NFKBIL1 NHERF4 NPBWR1 NPFFR1 NTRK2 NUP50 OTOP3 P2RY12 PARAL1 PCDH12 PDE4DIP PDIA5 PIK3R2 PKD2L1 PLOD3 PLPPR3 PLXNB3 POU3F1 RBM10 RETSAT RGS22 RHCG RNF151 RPS6KA2 S1PR5 SCHIP1 SCNN1B SEMA5A SGCZ SLC22A15 SLC45A1 SLC4A11 SNX15 SORBS1 SPACA6 SPRY2 SREK1IP1 SSTR2 STPG1 STX11 SULT1B1 SYT5 TBX3 TENM4 TFPI TMEM138 TMEM171 TMEM41A TMEM52 TNFRSF9 TRMO TTLL10 UNK WDR35 WDR5B ZBTB16 ZFP30 ZFYVE19 ZNRF4 ZPBP GSE40274_FOXP3_VS_FOXP3_AND_IRF4_TRANSDUCED_ACTIVATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40274_FOXP3_VS_FOXP3_AND_IRF4_TRANSDUCED_ACTIVATED_CD4_TCELL_DN AMPD3 ANGPTL2 ANKH ANKRD6 AP3M2 AREL1 ARMC7 ARRB1 ARRDC4 ARSB ATP10D AVEN BSN BTBD19 BTBD6 BTLA C15orf39 C5orf24 CASS4 CC2D2A CCDC126 CCDC127 CCR10 CCR2 CCR4 CD22 CDC25B CDCP1 CDIPT CDKN2C CEMIP2 CERS4 CLIP1 CNN2 COBLL1 CPM CPT1A CR2 CRIP1 CSRP2 CST7 CSTF2 CYBB CYTH4 DAPP1 DENND2B DENND4C DHRS7 DIPK1A DIPK2A ECI1 EMC2 ENPP1 EVI2B FAM210A FAM89A FASLG FBXL14 FBXO41 FITM2 FPGT FUT11 FZD5 GALM GCNT1 GJB2 GLB1 GLIPR1 GLRX GMFG GPLD1 GPR15 GPR155 GRHL1 H1-0 HEXA HLA-DRB1 HSD11B1 HSPB1 HUS1 IDE IGHM IKZF3 IL10 IL10RA IL10RB IL18 IPCEF1 IQGAP2 ITGA4 ITGAV JADE1 KLHL6 KLRG1 LCA5 LCLAT1 LCP1 LGALSL LIG4 LNX2 LYPLA2 MAF MAN2A1 MANSC1 MATK MMD MOSMO MTHFD1L NHSL2 NLN NXPE4 OXSM P2RX7 PABPC1L PARP16 PDE2A PDE4DIP PGAP6 PHACTR2 PLCL1 PLEK PMM1 POLR3D POU2AF1 PPM1J PPP2R5A PRDM1 PTPN13 PTPRE PTPRJ PXYLP1 QRSL1 RAPGEF5 RBPMS2 RDM1 RFLNB RIPK4 RNASE4 RNF128 RNF43 RPS6KA3 RTL3 S100A11 S100A6 S1PR4 SDCBP2 SEC11C SERINC3 SERPINB1 SHE SHOX2 SHROOM2 SLAMF6 SLBP SLC22A5 SLC25A20 SLC25A33 SLC35C2 SLC46A3 SLC8B1 SMAD3 SMCO4 SMPDL3A SNAI2 SNW1 SNX8 SOAT2 SORBS1 SPRTN SQOR SRPK3 STX12 TAF5L TAF9B TAFA3 TBC1D14 TBX21 TEC THTPA TKTL1 TMED5 TMEM126A TMEM154 TMEM209 TMEM51 TOR4A TRAF3IP2 TRAF5 TRPM6 TSR1 UAP1L1 USP28 VAMP5 VTI1B WEE1 ZDHHC2 ZNF229 ZNF493 ZNF764 GSE40274_FOXP3_VS_FOXP3_AND_IRF4_TRANSDUCED_ACTIVATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40274_FOXP3_VS_FOXP3_AND_IRF4_TRANSDUCED_ACTIVATED_CD4_TCELL_UP ABCB1 ABCC4 ABLIM2 ACBD7 ACOT2 ACOT8 ACSBG1 ADAM9 AKR1E2 ALAD ALCAM ALDH2 ALDOC ANTXR2 ARMC7 ARRDC4 ARSB ATXN1 AVEN AXL BATF BCL7C BCL9L BFSP2 BIN3 C16orf54 C19orf12 C9orf85 CALHM2 CAPG CASP4 CAV2 CCDC126 CCDC22 CCR6 CDC42EP3 CDC42SE2 CDIPT CEBPB CEMIP2 CERS4 CHST12 CLN6 CMTM7 CNKSR3 CREB3L2 CRIP1 CRTC3 CRYL1 CYFIP1 CYP4V2 DENND5A DERL1 DGAT2 DIAPH2 DIP2A DNAJB2 DNASE1L3 DONSON ECH1 ECI1 EEF1AKMT1 EIF5A2 ELL2 ESM1 FAM210B FAM81A FBXO21 FBXW7 FCRL1 FECH FHIP1A FRMD8 FXYD5 GALM GLUD1 GM2A GOLM1 GPR15 GPR155 GPR18 GPR34 GPRIN3 GPX7 GRIK5 HLA-DMA HOPX HOXD11 IGF1R IL18R1 IL1R2 IL6R ILDR1 INPP4B IRF2BPL ITGAE JDP2 KCNK6 KLK8 KLRG1 LATS2 LCLAT1 LPXN LRRN4 MAF MARVELD1 MDFIC METTL18 MFAP1 MFNG MID1IP1 MLX MPHOSPH6 MTHFD2 MUL1 MYNN MYO3B NAPRT NCF4 NFIL3 NFKBIL1 NIBAN1 NPC2 NRN1 NUCB2 NUDT22 NUMB P2RY10 P2RY14 PADI1 PDE8A PGLYRP1 PHYKPL PKP3 PLPP1 POGLUT3 PPCS PRG4 PROS1 PSMB9 PSME2 RAPGEF5 RBM11 RFLNB RIPK2 RNASE4 RNF128 RNF19B RNF216 RNH1 RRAGD RRP1B RUNDC3B RUNX3 S100A11 S1PR4 SAPCD1 SDCBP2 SELENOM SEMA4F SGPL1 SH3BP5 SLAMF6 SLC7A10 SMARCD3 SMTN SNX20 SNX31 SNX9 SPSB1 SQOR STING1 SUSD3 SYNGR2 SYT11 TAF9B TBC1D30 TDGF1 TENT5A TENT5C TESC TIAM1 TM7SF3 TMEM185A TMIE TMPRSS2 TOR4A TRAF3IP2 TRAF5 TUBG2 TXNIP UBXN2B UNC119B VAMP8 VPS28 VSIG10 XPO4 ZCCHC3 ZNF23 ZSCAN12 GSE40274_FOXP3_VS_FOXP3_AND_LEF1_TRANSDUCED_ACTIVATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40274_FOXP3_VS_FOXP3_AND_LEF1_TRANSDUCED_ACTIVATED_CD4_TCELL_DN AAAS ABCD3 ABTB3 ACER2 ACTN1 ACTN2 ADCY6 ADD1 ADGRL1 ANKRD23 AP1M2 AQP11 ARHGAP18 ARHGEF28 ARPP21 ARV1 ATPAF2 BASP1 BAZ2B BCLAF1 BTK C11orf96 C16orf90 C1QL3 CAMK2N1 CAPN8 CCNJ CCNJL CD207 CDC42BPG CDH6 CDIPTOSP CDK2 CDK6 CENPJ CEP72 CLCN5 COG3 COL4A1 CPNE9 CTPS1 CTSH CTSW CXCL9 DCAF17 DCBLD2 DDX1 DGKD DLG3 DNAH8 DNAI1 DNMT3A DUSP5 DYNC2H1 DYNC2I1 DZIP1 ECHDC3 EGF EHMT1 EVI5L FBXO31 FBXO9 FES FIBCD1 FMNL3 FNBP4 FOXRED1 FZD8 GALC GALNT16 GCHFR GDNF GDPD3 GFI1 GLT8D2 GSAP GSTM5 H2AB2 HAP1 HNRNPA1 IKZF3 IL17RA ILF3 IRAG2 ITGB1BP2 ITIH5 ITK KCNMB4 KCNQ5 KDM1A KIAA1549L KLHL4 KRT6A KRT8 KTN1 LENG8 LRATD2 LRIG3 LUM MAGOHB MBD4 MCF2L MEGF6 METTL13 METTL8 MPI MSL1 N4BP2 NARF NDRG2 NEDD4L NHLRC3 NOC2L NQO2 NR4A1 NR4A3 NRBP1 NRIP1 NRP2 NTN1 NUP155 PANX2 PARP11 PARP9 PCSK1 PFAS PHF7 PLCG1 PLCXD2 PPM1B PPP1R1A PRAM1 PRKCD PRKD3 PRRG3 PTPRU PYGM RAB3IP RAD9B RAG1 RASGRP2 RASL10B RASL11B RIGI RPRD1A RREB1 RTN4RL1 RUFY3 SEMA4A SETDB1 SFMBT2 SH3BP5L SKI SLC12A6 SLC16A6 SLC22A17 SLC30A10 SLC45A3 SLC7A6 SMARCAD1 SMC3 SMC5 SOX4 SPATS2L STK26 STMN1 SYDE2 SYT12 TACC2 TBC1D4 TCEANC TCERG1 TCF7L2 TDRD5 TIA1 TLK1 TM6SF1 TMEM131L TMEM132A TMEM59 TNIK TPSB2 TRAK2 TRPM1 TSC22D1 TTC3 TUBB UBQLN4 VSX2 WDHD1 WDR86 ZBED6 ZBTB34 ZDHHC15 ZFTA ZMYM3 ZMYND12 ZNF131 ZNF2 ZNF219 GSE40274_FOXP3_VS_FOXP3_AND_LEF1_TRANSDUCED_ACTIVATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40274_FOXP3_VS_FOXP3_AND_LEF1_TRANSDUCED_ACTIVATED_CD4_TCELL_UP ABCC4 ALDH2 ANXA11 AQP3 ARL5A ARMC7 ARRDC4 ASS1 ATM ATP6V1E1 ATXN1 AVEN AXL B3GALT4 BAAT BATF C12orf29 C15orf48 C15orf61 C16orf54 C1QTNF12 CA3 CALHM2 CAPG CAPN2 CASTOR1 CCDC22 CCL5 CCR5 CCR6 CD52 CD82 CERS4 CHAC1 CHMP2A CHRNA5 CHST12 CKLF CLDN12 CMTM7 CNP COL1A2 CRIP1 CRMP1 CRYL1 CSRP2 CST7 CYP39A1 DDX59 DERL1 DHRS7 DHRS7B DIPK1A DMD DRC1 EBI3 ECH1 ECI1 EEF1AKMT1 EFCAB7 ELL2 EXOC3 F2R FAM210B FAM234A FARP2 FBXL14 FBXL4 FCRL1 FGL2 FXYD5 GM2A GPR15 GPR18 GPR75 GRN GZMB HLA-DMA HOMER1 HOPX HS1BP3 HSD17B11 IFIT1 IFITM2 IFT57 IKZF5 IL1R2 IL6R ING3 INPP4B IRAK4 ITGAE JAZF1 KCNE3 KLF15 KLK8 KLRG1 KMT5A LAMA5 LIG4 LIPT1 LPCAT1 LRRC61 MAF MANSC1 MARVELD1 MFAP1 MLX MTHFD2 MVB12A NAB1 NCF4 NDRG1 NDRG4 NENF NFE2L1 NFIX NIBAN2 NICN1 NOTCH1 NOXRED1 NPC2 NR1D1 NRN1 NT5E NUCB2 NUDT18 PEX7 PMEPA1 PRDM16 PRG4 PROS1 PSME2 PTF1A PTGER4 PTPN9 RBM11 RFTN2 RFXANK RIC8A RNASE4 RNF19B RNF216 RNF43 RNH1 RPL17 RRAGD S100A11 S100A6 S1PR4 SAPCD1 SEMA4B SEMA4D SEMA4F SH3BP5 SHC1 SIAH1 SLA2 SLC15A3 SLX9 SNX9 SOCS2 SPSB1 STAB1 STING1 STPG1 SYNGR2 SYT11 TAF5L TAF9B TBC1D30 TBXA2R TDRP TESC TEX35 TIAM1 TIGD2 TM7SF3 TMEM102 TMIE TMPRSS2 TOE1 TOMM40L TOR4A TRAF5 TRIB1 TSACC TUFT1 TXNIP UFSP1 USP18 VAMP5 VAMP8 VPS28 VRK1 WWP1 XPO4 ZC2HC1A ZDHHC2 ZSCAN12 GSE40274_FOXP3_VS_FOXP3_AND_PBX1_TRANSDUCED_ACTIVATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40274_FOXP3_VS_FOXP3_AND_PBX1_TRANSDUCED_ACTIVATED_CD4_TCELL_DN ABCA1 ABCC1 ABCG1 ABCG2 ACADM ACSS2 ADAMTS6 ADCY6 ADGRL1 AGTPBP1 AHCYL2 AHI1 ALDH18A1 AMIGO2 ANKRD46 AP1M2 ARHGAP20 ARID5A ARMCX1 ATP9A ATXN2 AVPI1 B4GALNT1 BASP1 BBS5 BCL2L13 BCL3 BHLHA9 BIRC2 C11orf24 C14orf28 CACNB3 CAP2 CARNMT1 CAVIN1 CCDC157 CCND3 CCR6 CCR7 CCR9 CD200 CDK20 CELSR2 CHCHD6 CHPT1 CNOT10 CTSW CYBRD1 CYP8B1 DAPK1 DCAF17 DDR1 DGAT2 DHX58 DNAI4 DNMT3A EPB41L2 ETS2 FABP5 FAM118A FANCI FBXW9 FCHSD2 FCRL1 FLYWCH1 FMNL3 FOSL2 GNA12 GOLGB1 GPRASP2 HDAC1 HLA-DMA HMGN3 HOMER1 ID1 IER5L IFI44 IFI44L IFIH1 IFIT1B IFITM2 IFITM3 IFT80 IGF2R IGSF3 IKZF4 IL1R2 INF2 INSL6 IRAK1BP1 KCTD6 KIT LETM2 LTA MADCAM1 MAN1A1 MAP4K3 MAP7 MAPK11 MARCHF9 MARVELD1 MBNL3 MCCC1 MCUB MMP11 MX1 MYB NCF1 NFASC NFKB2 NIBAN3 NICN1 NOD1 NR4A3 NSUN4 P2RY14 PADI1 PARP11 PATJ PCGF5 PCNX1 PDGFB PER1 PEX5 PI4K2B PIP4K2A PKP4 PLA2G4F PLEKHO1 PLSCR3 PMEPA1 POGK PRMT2 PROCR PTPRF PTPRS QPRT RAB3IP RALGPS2 RASA2 RASA3 REL RELB RNF144A RNF157 RNF213 RTL5 SALL2 SAPCD1 SATB1 SCIN SDC4 SECTM1 SERPINI1 SH3BP5 SH3PXD2A SHANK1 SKI SLC12A2 SLC22A2 SLC44A1 SMAD1 SMAD7 SOX4 SPECC1 SRCAP SRSF12 ST8SIA1 STAT5A STAT5B STIM2 TCF4 TCF7 TCTN3 THEMIS TMEM120B TMEM131 TMIE TNFSF8 TP53BP1 TP53I13 TRAF4 TTC3 TTC8 TTYH3 TUBB2B UBQLN4 UBTD2 USP18 WIPI2 XPO4 YPEL2 YPEL3 ZBED5 ZC3H12D ZFP30 ZFTA ZMIZ2 ZSCAN12 GSE40274_FOXP3_VS_FOXP3_AND_PBX1_TRANSDUCED_ACTIVATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40274_FOXP3_VS_FOXP3_AND_PBX1_TRANSDUCED_ACTIVATED_CD4_TCELL_UP ACTR2 ADAM8 ADGRB2 ADO AKAP7 ALOX15B ANKRD6 ARHGAP31 ARHGEF6 ARL5A ARRB1 ASB2 ATP10D ATXN1L AVPR2 BSCL2 CASS4 CCDC126 CCNG1 CCR10 CCR2 CCR4 CCR5 CD22 CD247 CD48 CD74 CD79B CDC25B CDIPT CDKN2C CEMIP2 CERKL CERS4 CHD7 CHDH CHST15 CIPC CLIP1 COBLL1 CORO2B CPM CPSF3 CR2 CRIP1 CRTC3 CYBB CYFIP1 DAPP1 DIPK1A ECI1 EIF4EBP2 ELMO1 ELOVL5 EMC2 ENOPH1 EPB41L4A ERO1B FAM89A FBXO41 FCER2 FCMR FUT11 FZD5 GALNT7 GCHFR GCNT1 GIMAP7 GLIPR1 GLRX GNA15 GPR25 GRHL1 H6PD HLA-DRB1 HSPB1 HUS1 HYCC1 ICOS IGHM IGLC7 IKBIP IKZF3 IL10 IL10RA IL10RB IL18 IL1RL1 IQGAP2 ITGAV ITSN1 KBTBD11 KCNK6 KCNQ5 KLF10 KLHL6 KLRG1 LATS2 LCA5 LCLAT1 LCP1 LGALS1 LGALS3 LGMN LNX2 LRBA LRRC66 LRRC71 M6PR MAF MAN1A2 MAN2A1 MEIOC MMD MST1 MTRF1L MYADM MYO1F MYT1 NCK2 NHSL2 NOTUM NQO1 NRIP1 NUAK2 NXPE3 P2RX7 PACC1 PDE2A PEAK1 PGAP6 PLEK PLEKHA8 PLPP1 POU2AF1 PPAT PPM1J PPP2R5A PPP4R1 PRDM1 PRR14L PTPN4 PTPRE RAP1A RAPGEF5 RBPMS2 RIPK1 RIPPLY3 RNASE4 RNF146 RNF6 RPA1 RPH3AL S100A11 S100A6 S1PR4 SAMD11 SANBR SDAD1 SDCBP2 SEC24D SERPINB1 SESN1 SHE SLBP SLC25A20 SLC25A33 SMCO4 SMPDL3A SMYD4 SNAI2 SNX4 SRPK3 SSR1 STX12 TBC1D14 TBX21 TEC TFB1M TIPARP TKTL1 TM6SF1 TMEM126A TMEM154 TMEM51 TNFRSF13C TOR4A TRAT1 TRMT10C TSR1 UBASH3B USP28 VAMP5 VSIR WDR3 WDR81 ZBTB33 ZDHHC23 ZNF655 ZNF764 GSE40274_FOXP3_VS_FOXP3_AND_SATB1_TRANSDUCED_ACTIVATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40274_FOXP3_VS_FOXP3_AND_SATB1_TRANSDUCED_ACTIVATED_CD4_TCELL_DN ABLIM1 ACTN1 ADI1 ADPGK ADRB2 AGPAT4 APOBEC2 ARFRP1 ARL5C ASCC1 ATG10 ATP1B1 ATXN1 BMP2K BTLA C6orf136 CBFA2T2 CD101 CD163L1 CD5 CD55 CD80 CD86 CD9 CHEK2 CNOT6L COQ2 CRLF3 CTLA4 CXCR5 DDX3Y DGKA DOHH E4F1 EBAG9 ECI1 EGLN3 ELL ENPP1 ERBB3 FAS FBXO31 FGD6 FHIP2B FOCAD FUT8 GCSH GGPS1 GMNN GPN2 GPR183 GRAMD2B HDDC2 HLCS HNRNPA0 HPS5 IDH2 IFT80 IL2RA IL6R INPP5A IPPK IRF2 ITGAM ITPR2 IZUMO1R JAML KBTBD8 KCMF1 KIN KLC1 KLHL2 KLHL6 LAMTOR3 LARP1 LPAR6 LY96 LYST MAFK MAN1C1 MAPK11 MARVELD2 MCOLN2 MECR MIER1 MPP1 MPRIP MRI1 MYB MYLIP NARS2 NELFCD NGLY1 NIPSNAP1 NKAP NRF1 NRP1 PAG1 PARL PARP14 PDE4B PDHB PDK1 PFDN2 PHB1 PHGDH PHLPP1 PIN1 PLEKHG2 PLS1 POLE4 PPT2 PRKCB PVR PYCR2 RANBP10 RAPGEF5 RASSF2 RCSD1 RER1 RIF1 RNF2 RPL36A RPS27 RTN4 RUNDC1 SCFD1 SELENOT SEMA4B SEMA7A SENP2 SERINC3 SETD7 SLAMF6 SLC25A26 SLC35F6 SLC37A3 SLC43A1 SLC49A4 SLC7A6 SLFN5 SMAD2 SMAD5 SMCHD1 SMIM24 SMIM29 SNAI3 SNORA73B SNORD14E SNORD22 SPOP STK38 STK4 TANGO2 TAPT1 TBP TBXA2R TCF7 TEC TEX264 TGFBR1 TMC6 TMEM138 TMEM18 TMEM50B TRAF3 TRAPPC6B TREML2 TTC13 TXNDC16 USP28 UTY UVRAG VPS39 VPS54 WDR12 WDR75 XYLT1 ZBTB32 ZBTB7B GSE40274_FOXP3_VS_FOXP3_AND_SATB1_TRANSDUCED_ACTIVATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40274_FOXP3_VS_FOXP3_AND_SATB1_TRANSDUCED_ACTIVATED_CD4_TCELL_UP ACKR1 ACOX2 ACTL6B ADAM7 ADAMDEC1 ADAMTS1 ADAMTS3 AIPL1 APC2 APOC4 ATP2C2 C11orf87 C1QA C1QC C2CD4C CBX2 CCDC105 CCDC121 CCDC18 CCNA2 CDCA2 CDCA3 CDCA5 CDH24 CDK18 CDKN2A CENPF CENPS CGA CIT CLCA4 COL9A1 COLEC12 COQ10B CUL7 CX3CR1 CXCL5 DBH DISP2 DIXDC1 DNAJC28 EEF1G ENTPD1 FAM186B FAM83E FGF12 FGR FOXR2 GATA4 GCDH GPNMB GPR179 H2AC15 HBEGF HMGN2 HOMER2 ID2 IGDCC4 IGFBP6 IL1F10 IQCF1 KCNA4 KCNC4 KCNE1 KCNG2 KCNH8 KIF14 KLK13 LDLRAD1 LMX1A LPCAT1 LRIG3 MAPK13 MARCHF3 MCUB MFSD4B MIA MIP MIR32 MIR377 MIR379 MIR490 MST1R MTFR2 MYADML2 MYF5 NEBL NHS NIBAN2 NPL OGFRL1 P2RX7 PCDH12 PHACTR2 PKD2L1 PLLP PLPPR3 PPP1R1C PRKAR2B PROK2 PRSS46P PTGES RANBP3L RASL11A RBP4 RHCG RNF144A RNF151 S1PR5 SCEL SCHIP1 SCNN1B SDC2 SEMA4G SEMA5A SGO2 SLC10A4 SLC16A3 SLC40A1 SLC45A1 SMCP SNCB SPACA6 SYNPO TAGLN3 THSD7A TIMP4 TLL1 TLL2 TNS1 TSGA10IP XIST ZBBX ZBTB16 ZPBP GSE40274_FOXP3_VS_FOXP3_AND_XBP1_TRANSDUCED_ACTIVATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40274_FOXP3_VS_FOXP3_AND_XBP1_TRANSDUCED_ACTIVATED_CD4_TCELL_DN ABLIM1 ACAP3 ACTN1 ADI1 AFF3 AKAP13 ALCAM ALS2CL AMIGO3 AMZ2 APOBEC2 ARL5C ARL6IP4 ATP1B1 BMP2K BTLA C15orf39 CAMK1D CCS CD3G CD5 CD55 CD86 CEP95 CNOT6L COQ2 CTLA4 CTSZ CXCR5 DDHD1 DTX3 DUSP4 EGLN3 EGR1 EHD4 EIF4G3 FAAH FAM3C FAS FBXO31 FSTL5 GOLM2 GPR183 HBS1L HSDL1 ID3 IDH2 IFNGR1 IFT80 IL21R IL6R INPP1 IPPK ITGAM ITIH2 ITPR2 IZUMO1R JAML KAT2B KCTD13 KIN LEF1 LPAR6 LRBA LTK LYPD6B LYST MAP3K5 MAP4K2 MAPK11 MCOLN2 MCTP2 MIER1 MIR17 MIR188 MPP1 MPRIP MRI1 MYB MYH3 MYLIP NABP1 NAF1 NDUFAF4 NELFA NGLY1 NPRL3 NRAS OSM P2RX4 PARP14 PDHB PDK1 PDSS1 PHLPP1 PITPNM2 PLEKHG2 PLS1 PNPT1 PPRC1 PRDM4 PTEN RAB9A RANBP10 RAPGEF5 RASGRF2 RBM38 RCBTB2 RCSD1 RDH5 RNF213 SDR42E1 SEMA4B SEMA7A SETD7 SHARPIN SLAMF6 SLC15A2 SLC30A4 SLC37A3 SLC43A1 SLC49A4 SLC50A1 SLC6A19 SMAD4 SMC4 SMYD1 SNAI3 SRRM1 ST6GAL1 STK4 SURF2 TANGO2 TAPT1 TBXA2R TCF7 TECPR1 TFB2M TGFBR1 THEMIS THEMIS2 TIAL1 TMC6 TMEM219 TMPRSS12 TNFSF4 TOX TSPAN2 TTBK2 TTC13 TTYH3 UBL7 UVRAG VPS13C WDR12 ZBTB32 ZBTB7B ZCCHC2 GSE40274_FOXP3_VS_FOXP3_AND_XBP1_TRANSDUCED_ACTIVATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40274_FOXP3_VS_FOXP3_AND_XBP1_TRANSDUCED_ACTIVATED_CD4_TCELL_UP ADAM2 ADAM8 ADAMTS1 ADGRG5 ANKRD6 ANO7 ARID3C ARL11 ATP2A1 ATP2C2 BAIAP2L2 BCL2L10 BCL6 C11orf87 C2CD4C C8A CALHM2 CCDC105 CCDC150 CCDC40 CDC25C CDC42BPA CDCA2 CDCA5 CDKN2A CENPS CGA CHIA CIT CLEC4E CLSTN3 CMTM3 CNBD1 COL4A4 COL5A1 COL9A1 COX7A1 CRNN CUL7 CX3CR1 CYSLTR2 DECR1 DNAJB13 DYNLT3 EFNA4 ELL ENTPD1 ESPL1 FAM81B FANCL FGL1 FGL2 FLT1 FOSL2 FZD1 GCDH H2BC1 H2BC9 H4C16 HIP1 HTR5A HTRA3 ID2 IGFBP5 IL1F10 INPP5J ITGA1 ITGA11 KCNC4 KLRC1 KNDC1 KRT7 LAMA2 LDLRAD1 LGI3 LLGL2 LMX1A LRFN3 LRIG3 MCUB MFSD6L MIP MORN1 MOV10L1 MTFR2 MTTP MYADML2 MYMK MYOZ1 NDC80 NEBL NEFL NELFE NMRAL1 NPL NUDT2 PDE8B PF4 PHACTR2 PIGG PLCD1 PLCG2 PLIN4 POLA1 PRELID2 PRKAR2B PSMG3 QPCT RBP4 RETSAT RFX6 RIPOR3 RNF144A RNF151 RSPO2 S1PR5 SCNN1B SGO2 SHISA9 SLC10A4 SLC16A2 SLC16A3 SLC45A4 SLC66A2 SMCP SOAT2 SPIN3 SPZ1 SRRM4 STX7 SYCE1 SYNGR3 TAAR9 TGM4 TMEM150A TNFAIP6 TNS1 TPPP3 TRAPPC3L TRIP6 TSGA10IP UBXN2B UCN2 USP49 WBP1 WDR5B ZFAND4 ZFYVE19 ZNRF3 ZYG11A GSE40274_GATA1_VS_FOXP3_AND_GATA1_TRANSDUCED_ACTIVATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40274_GATA1_VS_FOXP3_AND_GATA1_TRANSDUCED_ACTIVATED_CD4_TCELL_DN AARS1 ABCD3 ABL1 ACOT7 ADGRG3 AFDN AGBL5 AHCYL2 AHI1 AKAP1 AKR1C3 ALAD ALDH2 ALDH7A1 AS3MT ASNS ATP5IF1 BCAT1 BCL2L1 BCL2L13 BCL3 BEX1 BMAL1 C1QTNF12 CAD CAPRIN1 CCDC88A CCT6A CD200 CD81 CD83 CD99L2 CDC14A CENPW CEP19 CEP78 CHEK1 CHL1 CHRNB1 CHSY1 CKB COLQ CPD CSNK1D CTSW CUX1 DCTD DDX39A DENND6B DGCR6 DHX58 DUSP5 E2F3 EEF2K EHMT1 ERGIC1 EXT1 EZH2 FABP5 FASN FBRS FBXL19 FOSL2 GADD45B GINS1 GLCCI1 GNB1L GPAT4 GPRASP3 GPS1 GPSM1 GREB1 GSAP GSPT1 HACD3 HEMK1 HNRNPD HSPA13 IFT122 IL2RA IMPDH2 ITIH5 JDP2 KDM6B KIT LAD1 LIMK1 LITAF LMF1 LPIN2 LYAR MAD2L1 MAGED1 MAGOHB MCM5 MCUB MED23 METAP2 MFSD4A MGAT5 MPHOSPH6 MSH6 MTHFD2L MYB MYH10 N4BP2 NAMPT NDC1 NDRG1 NFYB NLRX1 NT5C2 NUTF2 NYAP1 OAF PARD6G PDCD5 PDE7B PEBP1 PELP1 PHACTR2 PHB2 PHGDH PIK3R3 PLA2G12A PLEKHO1 PLOD2 PPA1 PPM1B PPP1R16B PREP PRKAB2 PSMD11 PTGIR PURG RAB8B RAI1 RANBP1 RAPH1 RASL11B RB1 RBMXL1 RCC2 RELB RFC2 RGS12 RPGR RSPH3 RUNDC3A SCNN1A SECTM1 SELP SLC12A2 SLC16A10 SLC16A6 SLC19A2 SLC35B1 SLC5A6 SLC7A1 SLC9B2 SMIM3 SMO SMOX SMYD2 SNX18 SPIN4 SREK1 SRM SSBP1 STAT5A STK38L STRIP2 STX11 STX6 SYCE2 TBC1D4 TBL3 TDRKH TGIF1 TNFSF11 TRAF4 TRMT61A TYW3 UBE2E3 UBQLN4 UCK2 UNC119 UPF3B VAV3 VDAC1 WEE1 YPEL2 ZMIZ2 ZMYM4 ZNF207 ZNF22 ZNF266 ZNF467 ZNF839 ZNHIT6 GSE40274_GATA1_VS_FOXP3_AND_GATA1_TRANSDUCED_ACTIVATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40274_GATA1_VS_FOXP3_AND_GATA1_TRANSDUCED_ACTIVATED_CD4_TCELL_UP ACP5 ALOX5 AMPD1 ANGEL1 ANKFY1 APOC1 ARFIP1 ARHGAP1 ARHGEF11 ARMC3 ARMC7 ARRB1 B4GALT7 BET1L BIN3 BSCL2 C19orf12 C3orf38 CACNA2D2 CALHM6 CCPG1 CD47 CDC14B CHD2 CHD7 CLYBL CMAS CNGA1 CNN2 COL7A1 CPT1C CRIP1 CRLF3 CRTAM CRTC3 CTSD CYP2S1 CYRIA DCUN1D3 DNAH8 DTX1 DUSP11 EFR3A ELAC1 ELF1 ELMO1 EMP3 ERC2 F11 FAM210B FBXL4 FBXO8 FLI1 FOLR1 FOXN2 FRMD8 GABRR2 GALNT9 GFRA4 GIMAP5 GM2A GPD1L GPR132 GPR18 GPR27 GPR34 HERC3 HERPUD1 HID1 HPS3 HTR1B IBTK ICAM2 IDNK IFI35 IFIT1 IFITM10 IKBKG INPP1 IRF1 ITGA6 ITGB7 KIAA1217 KIRREL1 KLHDC2 KLHL21 LATS2 LENG9 LFNG LIMD1 LRATD2 LRRC1 LRRC23 MACIR MAFK MAN1C1 MBP ME2 METTL27 MFSD14A MNT MOB3A MOB3B MS4A6A MTA3 MTRF1L MTSS1 NAAA NACC2 NAGPA NCF4 NFATC2 NFE2L2 NFIC NIN NIPAL3 NOD1 OCEL1 OSBPL9 OTULINL PACS1 PACS2 PATJ PDCD10 PDCD4 PDE2A PDE4DIP PLEKHA1 PLEKHA3 PNPLA5 PNPLA7 PPM1H PPM1N PPP1R15B PRDM1 PRKCZ PSEN2 PSMB9 RAB37 RASA3 RBM33 RBM43 RBM48 RFLNB RGS6 RIPK1 RIPK2 RNF122 RPH3AL RPS19 RRAS SARAF SCLY SELPLG SESN1 SETD4 SETX SFT2D2 SH3KBP1 SIDT1 SLC16A5 SLC25A44 SLC35D2 SLC39A7 SMARCA2 SMC6 SMG9 SPN SQOR STAMBPL1 STK17B STON2 TAGLN2 TAPBPL TCP11L2 TDRP TEC TMED8 TMEM9B TMIE TMX4 TNFRSF14 TOM1 TP53I13 TPST2 TRIB2 TSC22D3 TTC32 VPS26C VRK1 WDR41 WNT5B XKR8 XPC ZBP1 ZBTB2 ZNF212 ZNF217 ZNF347 ZSCAN25 GSE40274_HELIOS_VS_FOXP3_AND_HELIOS_TRANSDUCED_ACTIVATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40274_HELIOS_VS_FOXP3_AND_HELIOS_TRANSDUCED_ACTIVATED_CD4_TCELL_DN ABI3 ACAT1 ACOT7 ACP5 ACTR2 AFP AGFG2 AGK ANTXR2 ARHGAP29 ARHGEF6 ARMC7 ATP23 ATP6V0A2 BACE1 BACH2 BPGM BUD23 CACNG4 CCAR2 CCR9 CD247 CD84 CDYL CENPJ CEP41 CEP78 CHMP6 CKB CLIC1 CLTB CMC2 CNGA1 COL1A2 COL23A1 COL6A2 CORO1C CPM CRTAM CSNK1G2 CTPS1 DENND11 DET1 DGLUCY DNTTIP1 DPH6 DTX2 DUSP12 DZIP1 EFNA4 EMILIN1 ENDOU ENG ENTPD5 EPHB6 EPHX4 EXOC5 EXTL3 F2R FLOT2 FXYD5 GBP2 GPATCH4 H19 HAUS4 HDAC5 HIVEP3 HSDL1 HSPA1B ID2 IFT57 IGFBP4 IKZF1 IL1RAPL1 IL1RL2 IL21 INPP1 IPO11 IPP IQCG ITGA8 ITGB3 ITPR1 KBTBD7 KHDRBS3 KLK8 LAT LEF1 LINC01160 LNPK LPAR6 LXN LYPD6B MBOAT1 MCTP2 METTL2B MINDY3 MORF4L2 MPDU1 MPHOSPH6 MRPL19 MSL2 MTAP MYL10 MYL11 NAA16 NCBP1 NDC1 NRGN OXCT1 PACS2 PACSIN1 PAG1 PDE3B PDLIM5 PDXK PGGT1B PGLYRP2 PHF20 PITRM1 PJA1 PLCB2 PLCE1 PLXND1 POP1 PPM1F PPRC1 PTGFRN PXMP4 PXYLP1 QPCT QRICH1 RAB35 RAP1A RBM15B RCBTB1 RCBTB2 REPIN1 RNF113A ROBO1 RPH3AL RUNX3 SAG SALL2 SATB1 SCML4 SCOC SDE2 SEMA4A SEPSECS SEPTIN9 SGPL1 SHC1 SLC12A5 SLC16A10 SLC39A11 SLC39A14 SLC9A9 SMAD1 SNX30 SPPL2A SPRYD4 SPSB1 SSBP4 SSNA1 SSR1 ST3GAL6 SUSD6 TBL1X TCF20 TDRKH TET1 TGFBR3 TM6SF1 TMCC3 TMEM164 TMEM185A TMEM53 TMEM59L TMIE TSEN2 TSNAX TSPYL4 USP12 USP36 UTP4 VOPP1 WDR45B XPO1 ZBED4 ZNF22 ZNF330 ZNF467 ZNF597 ZNF623 ZNF629 ZNF770 ZNF799 ZRSR2 GSE40274_HELIOS_VS_FOXP3_AND_HELIOS_TRANSDUCED_ACTIVATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40274_HELIOS_VS_FOXP3_AND_HELIOS_TRANSDUCED_ACTIVATED_CD4_TCELL_UP ABCC1 ABTB1 ADAMTS6 ADAMTSL4 AHNAK AIDA ALCAM ALDH16A1 AMFR ANKRD23 ANXA2 AP1M1 AP1M2 ARHGAP20 ARHGEF3 ARMCX4 ARRB1 ASL ATL3 BATF BCAS1 BCAT1 C19orf12 C1QL3 C1QTNF12 C3orf80 CAMK2N1 CAPN3 CATSPERD CCL5 CCS CD38 CDK6 CEP63 CHCHD10 CHRNB1 CMTM7 CNDP2 COLQ CPEB4 CPLANE1 CREBL2 CRIP1 CSRP2 CTIF CTLA4 CYBRD1 CYTH3 DLX2 DMAC2L DNAH8 DNAJA4 DYNC2H1 EDEM2 EEA1 EIF5A2 ENO3 ENSG00000286190 EOMES ERBB2 FAM234A FBXO22 FBXO31 FBXO36 FCRL1 FOXO1 GBP4 GFI1 GFOD1 GM2A GPR34 GRHL1 GRSF1 GSE1 HOOK2 IFI27L2 IFNAR2 IFT80 IGF2R IKZF3 IL15RA IL2RB INPP5F IRAG2 IRF5 IRF9 ITGAE ITGB7 ITIH5 JDP2 KIT KLF3 KLF9 KMT2A KRTCAP3 LACTB LARP4 LETM2 LOX LRRK2 LTA LTB MGAT5 MGST2 MIF4GD MXD1 MYO1C MYO1E MYO1H NCF1 NCOA3 NDNF NINJ1 NKG7 NRP2 NSD3 NSMAF NT5DC3 P4HA1 PDGFD PELI1 PHACTR3 PIANP PIH1D1 PLA2G4F PLAAT3 PLEC PLEKHG5 PLP2 PLSCR1 PPM1B PPP1R21 PPP1R3F PTGER4 PTPRM RARG RB1 RCN1 REEP3 REPS1 RGS1 RILPL2 RNH1 RORA RPL13 RRAGD RTN4R SELL SELPLG SESN1 SH3RF1 SHFL SLAMF1 SLC12A2 SLC19A2 SLC22A17 SLC22A2 SLC35D3 SLC3A1 SLC4A7 SNX11 SOCS5 SPRY1 SPTB SPTBN4 SSH1 ST6GALNAC3 ST8SIA6 STAT4 STAT5A STAT5B STON1 STX11 SYNGR2 SYTL1 TDRD9 TEC TENT5A TEX48 TGIF1 TMEM175 TMEM184B TMEM64 TNFRSF25 TNFRSF4 TNIP1 TOM1L2 TRAF1 TRAPPC6A TRIM3 TRIM6 TSPAN32 TTC39B TXNRD3 USF3 USP11 VCP WDR59 YBX3 YPEL3 GSE40274_IRF4_VS_FOXP3_AND_IRF4_TRANSDUCED_ACTIVATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40274_IRF4_VS_FOXP3_AND_IRF4_TRANSDUCED_ACTIVATED_CD4_TCELL_DN ABCA13 AMT ARL13B ASIC5 ASPN ATF3 AURKA B3GALNT1 BATF2 BEST2 CACNA1H CCDC18 CCDC38 CCDC7 CEBPZ CGA CHAC1 CHGB CHIC1 CNTNAP2 CSPG5 CST9 DAB2 DCLK2 DHRS7C DOLK DUOX2 DUSP3 ECHDC3 ENAH FAM161A FBLL1 FGF10 FGGY FRMD7 G6PC3 GABRR3 GALNTL6 GATA2 GDPD4 GLRA3 GNAZ GPX2 GUCY2C HCRTR2 HEMGN HK3 HSF2BP ID2 IFNL2 IFT57 IGFBP4 IL1RN ITGB1BP2 ITGB5 ITIH2 KCNQ3 KCNS2 KIF24 KRT77 KRT86 LAD1 LBP LECT2 LIMA1 LIPC LONRF3 LRG1 LRRC19 LRRC37A LRRC58 LY6G5C MACROD2 MAP3K19 MDM1 MIR155 MIR98 MME MOGAT1 MUC19 NEK2 NEUROD4 OGN OTP P2RY13 PAX2 PHYHD1 PLA2G3 PLA2G5 PLAU PPEF1 PPP4R1L PTPRF PURG RAB3B RAB9B RGN RNF141 RUNX3 SCNN1A SEPTIN12 SIGLEC15 SLITRK6 SMR3A SNCG SOCS5 SQOR SRD5A2 TACSTD2 THEG TIAM1 TMEM35A TNFAIP2 TNFRSF4 TRUB1 VWA5A WNT9B ZBED3 GSE40274_IRF4_VS_FOXP3_AND_IRF4_TRANSDUCED_ACTIVATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40274_IRF4_VS_FOXP3_AND_IRF4_TRANSDUCED_ACTIVATED_CD4_TCELL_UP ABCG1 ABLIM1 ACAD9 ACSS2 ACTB ADI1 AFG3L1P ALDOA ANAPC2 ANKRD6 ANXA5 AP2M1 ARHGAP1 ARHGAP27 ARHGEF18 ASL AUP1 AZI2 BET1L BSDC1 C11orf68 CABIN1 CAP1 CAPZB CBX4 CBY1 CCRL2 CD163L1 CETN2 CHMP7 CLDN12 CLNS1A CLP1 CLTC CMAS CNP COQ9 CRYBG1 CSNK2B CTSD CXCL17 CXCR3 CYTIP DCAF11 DCTN1 DDX54 DGKA DGKD DHX8 DOCK8 ECI1 EEF2 EIF3H ELOVL5 ERAP1 ERCC3 ETS1 FAM3C FKBP5 FRMD4B GART GCN1 GLRX GNB1 GNPAT GOSR2 GPATCH4 GRPEL1 GSTP1 GTPBP1 HCLS1 HDAC4 HGS HSD17B10 IFI35 IGBP1 INPP5A IP6K1 IQGAP1 IRF9 JMJD6 JOSD1 KANSL3 KDM1B KPNA4 KPTN L3MBTL2 LAPTM5 LBH LHPP LLGL2 LY6S LY9 LZTR1 MAP1LC3B MAPK1 MID1IP1 MPPE1 MTA2 MYH9 MYO1F NCK1 NCKAP1 NDUFS2 NFKB2 NPC2 NRP1 NSDHL NUCB1 PAPOLA PEPD PFDN2 PHF8 PLD3 POLR1C POMT2 PPP1R10 PPP1R14B PRAME PRPF6 PSME4 PSMF1 PYGB RACK1 RAP2C RASSF3 RHOA RHOH RMND5B RNF41 RNPEP RORA RPL13A RPL34 RPL5 RRP36 RTRAF SIAE SKA2P1 SKIC2 SLC25A32 SLC9A1 SNAP29 SND1 SNORD38A SPATA13 SPRYD4 STEAP2 STRAP SUPT5H SYNRG TAF6 TBL1X TBX21 TEC TENT5A TERC TFIP11 TMCO6 TMED2 TMEM212 TMEM256 TMEM41B TOM1 TRAFD1 TRAPPC9 TRIR TSPO TWF2 UBTF UGGT1 UNK VAPB VASP VHL VIPR1 VPS26B VPS26C WASHC5 XPOT ZBTB8A ZC3HC1 GSE40274_LEF1_VS_FOXP3_AND_LEF1_TRANSDUCED_ACTIVATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40274_LEF1_VS_FOXP3_AND_LEF1_TRANSDUCED_ACTIVATED_CD4_TCELL_DN ABCG2 ABHD15 ABLIM1 ABRAXAS2 ABTB3 ACAT1 ACTR6 ACVR1B ADD3 ADGRG3 ADGRG5 ALS2CL AMZ1 ANAPC11 APP ARHGAP39 ARHGEF18 ARHGEF9 ARMC6 ARV1 ATP8B4 B4GALT7 BCL9 C20orf85 C8orf58 CAMK1D CATSPER3 CBFB CD40LG CDC20B CNGA1 COMMD8 COX10 CXCL11 CXCR6 DAAM1 DDX18 DENND11 DIAPH2 DIMT1 DNAH8 DOP1A DPH5 DSE DUSP10 DYRK2 DZIP1 EEIG1 EHD3 EMB ERO1B ETV3 EVL EXD1 EYA2 F2R FASLG FAT3 FBXO17 FGF11 FNTB FOCAD FOLR1 GALNT6 GEMIN5 GFOD2 GGT5 GMFG GOLT1B GPN1 GPR183 GRAMD2B HECTD2 HERC3 HID1 HOXB6 HS3ST3B1 HSDL1 IBTK ICAM2 ID2 IFIT2 IGF2BP2 IL17RA IL21 IMPDH1 IRAG1 ISL1 ITGB3 ITK KLHDC1 KLHL25 LEF1 LIPT1 LPIN1 LRATD2 MAML2 MBP MEOX1 METTL21A METTL25 MFHAS1 MFSD6 MGAT4A MOB3B MPHOSPH9 MSN NACC2 NFE2L2 NMNAT3 NRROS NUDT12 NUDT6 NUFIP1 NUMB ORAI2 OXCT1 P4HA2 PABIR1 PACS2 PARP11 PCED1B PDE7A PDK1 PIM2 PIP4K2A PLEKHG6 PLEKHO1 POLR1G PPIC PPP1R36 PPP2R5A PRAM1 PRF1 PRKACB PUS7L PWP2 QTRT1 RAB11FIP4 RAB3D RASGRP2 RCC1L RDH13 RGMB RIGI RNF122 RPH3AL SATB1 SETD4 SGK1 SIAH1 SLC16A5 SLC25A44 SLC32A1 SLC49A4 SLC7A1 SMARCA2 SMG9 SMURF2 SNRPD3 SPRR3 SRPK1 ST8SIA1 STARD7 STK17B STK38 STX17 TBC1D16 TDRP TEX44 THAP6 THEMIS THNSL1 TMEM63A TMEM71 TMEM9B TMIE TOM1 TP53I13 TRAT1 TRIO TSPAN5 TSPYL4 TTC7B TTYH3 UBE2QL1 UBXN11 USP12 UTP25 WNT5B WWTR1 XKRX ZBTB16 ZC3H8 ZKSCAN8P1 ZNF318 ZNF438 ZNF770 ZPR1 GSE40274_LEF1_VS_FOXP3_AND_LEF1_TRANSDUCED_ACTIVATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40274_LEF1_VS_FOXP3_AND_LEF1_TRANSDUCED_ACTIVATED_CD4_TCELL_UP ABCC3 ACOT11 ACOT9 ADAM17 ADPRH ADSS2 AGFG1 AHCYL2 AKAP7 ALAD ANP32E ANXA4 APLP1 ARHGAP21 ARL6 AS3MT ATP10D ATP5IF1 ATRNL1 AVEN BCL2A1 BCL2L1 BCL3 C6orf89 CAMK2D CC2D2A CCNG2 CCR4 CD200 CD274 CD38 CD44 CD48 CD81 CD99L2 CDC25B CDKN2C CELSR1 CERK CHD9 CNKSR3 CNPY2 COBLL1 CPM CREBL2 CRIP1 CYB5A CYFIP1 CYP4V2 CYTH3 DAB2IP DCAF17 DCLRE1A DNAI4 DNAJA4 DONSON DROSHA EEF2K EGLN3 ELK3 ENSG00000286190 ERBB3 ERGIC1 FABP5 FAH FAM118A FAM120C FAR1 FCRL1 FHIP1A FNTA GABPB1 GADD45B GBP7 GEM GLRX GNPDA1 GPLD1 GPR160 GPR25 GRHL1 H2AZ1 HACD3 HEPACAM2 HIF1A HIPK2 HLA-DOA HNRNPLL HOMER1 HOPX HSPB1 IFNAR1 IFNGR1 IKBIP IL10 IL10RA IL18 ITM2B JAZF1 KDM2B KIF5C KLF9 KRT7 LHFPL6 LNX2 LONRF1 LPIN2 LRBA LTB MAGEE1 MAN2A1 MANSC1 MAP2K3 MAPK12 MATK MBNL3 METAP2 MIER1 MMD MRPS6 MXD1 MYO1C MYO1F NAMPT NDST1 NEK7 NFXL1 NFYB NUDT7 OAZ2 OSTM1 PENK PHACTR2 PIM1 PLA2G4F PLCL1 PNP PON3 PPM1B PPP2R1A PRDX4 PTPRF PTPRJ RAB8B RALGDS RAPGEF5 RECK RELB RIN2 RMND5A RNF216 RNF43 SAV1 SC5D SEC23A SELENOM SESN1 SH2D1A SLA SLBP SLC35A3 SLC45A4 SLC4A7 SLMAP SMAP1 SMPDL3A SNAI2 SNX14 SPATA13 SSH1 SSR1 ST3GAL2 STAT5A STON1 SYTL2 TBC1D14 TCEAL9 TGIF1 TKTL1 TMEM170B TMEM64 TMEM65 TNFSF11 TNIP1 TPST1 TRIM59 TSPAN32 TWSG1 UBE2R2 VAMP5 VSIG10 WNK1 XBP1 XXYLT1 ZDHHC2 ZNF23 ZNF260 ZNF608 ZNF839 ZNF862 GSE40274_SATB1_VS_FOXP3_AND_SATB1_TRANSDUCED_ACTIVATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40274_SATB1_VS_FOXP3_AND_SATB1_TRANSDUCED_ACTIVATED_CD4_TCELL_DN ABCE1 AKNAD1 ALMS1 APOF ARC ARMC3 ATP2C2 ATP6AP1L BCOR BIRC2 CCDC38 CCL2 CCNY CD200R1L CDC42BPA CDCA7 CHIC1 CHRM2 CNIH1 COL3A1 CPNE3 CRYGB CST9 CXCL2 CYSLTR1 DAB2 DEFB103A DHRS7 DHRS7C DNAJB4 DONSON DPH3P1 DUOX2 EFHC2 EFNA4 ERO1A EXOSC1 FAM149A FAM72A FAM78B FAM81B GABRA1 GABRB1 GALC GDF10 GDPD2 HSF4 ID2 IFNL2 IFT57 IL13 INTS8 ITGB5 KATNAL1 KCMF1 KIAA1614 KIF13A KIF24 KRTAP16-1 LMO7 LNX1 LRRC19 MAF MAP3K19 MAPKBP1 MBD5 MEGF9 MIA2 MIR30B MIRLET7G MME MMP13 MRPS30 MYBPC2 NAT1 NAXD NEIL3 P2RY13 PDS5A PGBD1 POLA1 PPIL4 PPP3R1 PRDM2 PRSS50 PSMG3 RNPC3 RSPO3 SCLT1 SGO2 SIGLEC5 SKIL SLC1A7 SLC25A46 SLITRK6 SMC2 SNORD49B SOCS5 SPC25 SPNS3 SSH3 STAC2 STN1 STX7 TBC1D12 THUMPD1 TIRAP TMEM150C TMPRSS9 TMTC3 TMX1 TRIM2 TRIM42 TRIT1 VEGFA XRCC3 ZBTB41 ZCCHC7 ZFP1 ZNRF3 ZRANB1 GSE40274_SATB1_VS_FOXP3_AND_SATB1_TRANSDUCED_ACTIVATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40274_SATB1_VS_FOXP3_AND_SATB1_TRANSDUCED_ACTIVATED_CD4_TCELL_UP ABCC3 ABHD16B ABLIM1 ACSBG2 ADAM17 AGK AKAP12 AMOTL1 ANXA11 ARHGEF1 ASPA AUP1 BRMS1 BSND CALB2 CAP1 CAPN6 CARMIL2 CCHCR1 CCRL2 CDC25A CERS6 CITED2 CLCN7 COQ9 CORO7 CPNE5 CPPED1 CSRP2 CTCF CXCL12 CXCR3 DENND1A DGKD DUSP5 E2F2 ECD EHD3 EHD4 ELMO3 ELOA EMP1 ENTPD5 ETV3 FAM3C FBLN2 FIZ1 FKBP5 FLI1 FOXJ3 GARIN1B GDI2 GLS2 GPATCH4 GPR132 GRK6 HNRNPUL1 HSD3B2 IGDCC4 IGF2R IL1RL1 ILDR1 INO80 IRF9 ITGAM KDM5B KIF3A KLC4 L1TD1 LAMC1 LARP1B LENG1 LGALS3BP LHPP LMF1 MED29 MIIP MOCS1 MORF4L1 MORF4L2 MPP1 MRPS26 MSRB3 MTMR4 MUCL3 MYO1F NCKAP1 NEFM NFKBIB NHLRC3 NKX3-2 NMT1 NNMT NPSR1 NR2F2 NSDHL NUDT14 ORAI1 OSBP OSR1 OTOP3 PAK1 PAPOLA PARP3 PCDH8 PDE4DIP PLOD3 PLS1 PML PNPLA7 POLR1A POU5F1 POU6F1 PPM1D PPM1M PPP1R12C PRKCB PRR5 PSMF1 RAF1 RBM38 RDH11 RFNG RIC8B RIGI RMND5B RNF19B SEMA4B SENP2 SFPQ SIDT1 SIK1 SKA2P1 SLAIN2 SLC22A15 SLC25A16 SLC27A1 SLC28A2 SLC4A2 SLC52A1 SLC8A3 SNX15 SOHLH1 SSBP4 STEAP2 STK11IP STK36 STRIP1 SUFU SYT5 TBC1D14 TBX20 TCTN2 TFB2M TIGD4 TINAG TMC8 TMEM126B TNFSF14 TPST2 TSPAN3 TTC28 UBL7 UNC45A UNK UTP25 VIPR1 WHAMM ZMYND8 GSE40274_XBP1_VS_FOXP3_AND_XBP1_TRANSDUCED_ACTIVATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40274_XBP1_VS_FOXP3_AND_XBP1_TRANSDUCED_ACTIVATED_CD4_TCELL_DN ABCD3 ABCG2 ABL1 ACTN1 ADAMTSL2 ADCY6 ADH1C ADSL AGO1 AKAP1 ALDH7A1 ANP32B ARHGAP20 ARHGAP39 ARHGEF9 ARMCX1 ARMCX2 ATXN2 B4GALNT1 BACH2 BASP1 BBS5 BCAT1 BYSL CACNB3 CAPRIN1 CBX3 CCDC88A CCR7 CCR9 CCT6A CDIP1 CDK2AP1 CEP78 CHD1 CLPB CLUH CNOT7 COLQ CTIF CTPS1 CTSW DDB1 DDX19A DDX39A DENND3 DIPK1B DKC1 DLEU7 DUSP5 EHD3 EHMT1 EIF2S3 EMILIN1 ETS2 FIBCD1 FMNL3 FOSL2 FUBP3 GANAB GAR1 GNB1L GPAA1 GPATCH4 GPN1 GPSM1 GSN GSPT1 GSTCD HACD1 HEATR1 HNRNPD HOMER3 IL21 INPPL1 INTS2 INTS3 IPO11 JAK2 JMJD4 KDM2B KDM6B KHSRP KIFC3 KIT LANCL1 LMO4 LRFN4 LRRC42 LSM14B LXN LYAR MACROD1 MAGED1 MECR MED14 MED23 METAP2 METTL1 MRPL22 MTREX MTX1 NDUFAF4 NETO2 NFKBID NIBAN3 NIM1K NMNAT1 NR4A1 NR4A3 NRGN NUTF2 NYAP1 ODC1 ODF2L OLFML3 OPA3 PDCD5 PDE7B PELP1 PEX5 PFKM PHB2 PIP4K2A PKDCC POGZ PPA1 PPIA PROSER1 PSMD6 PTGIR PUS7L PWP2 PYROXD2 RAI1 RANBP1 RASL11B RGS12 RPL31 RRP12 RRS1 SANBR SEH1L SEMA4C SET SLC16A10 SLC16A6 SLC22A17 SLC35A1 SLC35D3 SLC7A1 SLC7A6 SLC9A1 SMYD2 SNHG32 SNHG6 SPATA6 SRM STRIP2 TAF2 TCF7 TET1 TFDP1 TGIF2 THEMIS TIA1 TMA16 TMCC3 TMEM120B TNFRSF19 TNFSF4 TRIM28 TRMT1 TSC22D1 TTC3 TTC7B TTLL12 TUBB TYW3 UBE2E2 UBE2E3 UBQLN4 URB2 WBP1L WBP4 WDR12 WDR4 XRCC6 XYLT2 ZAP70 ZBED5 ZCCHC12 ZFP30 ZMYM3 ZMYM4 ZNF22 ZNF629 ZNHIT6 GSE40274_XBP1_VS_FOXP3_AND_XBP1_TRANSDUCED_ACTIVATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40274_XBP1_VS_FOXP3_AND_XBP1_TRANSDUCED_ACTIVATED_CD4_TCELL_UP ACBD4 ADAMTSL4 AFMID AKAP13 AKAP7 AMPD3 AP3M2 ARHGAP15 ARHGAP9 ATP2B1 BCAS3 BICRAL BNIP3L C19orf12 C2orf42 C6orf89 CAPG CASS4 CC2D2A CCPG1 CCR10 CCS CD200R1L CD79B CDC14B CDK2AP2 CHD2 CHD9 CHPF CLIP1 COQ8A CPM CRIM1 CRIP1 CRLF3 CSK CSRP2 DBP DHRS7 DND1 EFR3A ELL3 EMP3 ENDOD1 ENPP1 EPHX1 ETFRF1 FBXO32 FBXO46 FLI1 FMO5 FUT11 GATA1 GIMAP1 GIMAP4 GLRX GNA15 GPR160 HECA HERC4 HERPUD1 HIPK2 HOPX HPS3 HSD17B11 HSPB1 HVCN1 ICAM1 IFIT1 IGF1R IL10 IL18 IL4R IL6R INPP1 IRF1 ITGA6 ITGAV ITGB7 ITGB8 ITM2B KIF13B KLF16 KLF3 KLHL6 LAMC1 LDLRAP1 LENG9 LGALS1 LTB MANSC1 MFSD14A MINDY1 MINDY2 MMD MNT MSRB3 MTMR6 MYADM MYO1F NAGA NCK1 NCK2 NCMAP NCOA3 NIPAL3 NR1D2 NSUN3 OSBPL9 OSGIN1 OTULINL P2RY10 PARP4 PBXIP1 PCK2 PDCD4 PDE4DIP PHC3 PIK3C2A PLAAT3 PLCB3 PLCL1 PLLP POLR3GL POU2F2 PPCS PPP2R5A PSEN2 RAB31 RAB35 RAPGEF5 RILPL2 RIN2 RIN3 RIPK1 RIPOR2 RNASET2 RNF139 RNF19B RNF216 RNH1 RNPEPL1 RRM2B S1PR4 SARAF SBDS SCLY SEC11C SEC24A SEL1L3 SELENOM SELL SELPLG SEMA4B SEMA4D SESN1 SH2D1A SH3KBP1 SIDT1 SLA SLAMF1 SLAMF6 SLAMF7 SLC17A9 SLC25A33 SLC35D2 SLC46A3 SNX20 SORBS1 SORD SP6 ST3GAL5 ST8SIA6 STING1 SUN2 SYNGR2 TAF9B TAPBPL TASP1 TBC1D14 TEC TKTL1 TM7SF3 TMED8 TMEM140 TMEM243 TRABD TRIB2 TRIM59 TSC22D3 TTC39B TTC39C VPS26C VPS28 YIPF2 YPEL3 ZBTB42 ZDHHC2 ZDHHC20 ZNF143 GSE40277_EOS_AND_LEF1_TRANSDUCED_VS_CTRL_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40277_EOS_AND_LEF1_TRANSDUCED_VS_CTRL_CD4_TCELL_DN ACAT1 ACTR2 ACVR1B ADAM19 ADH1C AK7 ALG2 ANGPTL4 ANKRD63 APOBR APPL2 ARAP3 ARHGAP1 ARL4C ARL4D ATF6 ATN1 ATP2A3 ATP6V1H B4GALNT4 BHLHE40 BOLA3 BSCL2 BZW2 C12orf75 C1QBP C1orf131 CATSPERD CCDC126 CCR10 CCR2 CDK5RAP3 CDKN2B CERS4 CFAP20DC CHST15 CKS1B CNGA1 COBLL1 COMTD1 CRELD2 CRMP1 CRYBA1 CST7 CTSF DEPDC1B DFFB DGLUCY DHX33 DIAPH2 DLEU7 DNMT3B DPH5 DPP8 DPY19L1 DRG2 DTNBP1 DTYMK ECT2 EIF4EBP2 ELOVL1 ESYT1 EVI2A EVI2B FAM167A FAM174B FAM78A FARP1 FASN FES FHL2 FOXRED2 FRRS1 FTSJ3 FXYD5 GALR3 GAR1 GFM2 GFOD2 GTF2IRD1 GYPC HGSNAT HSPA5 ICOS ID2 IFITM10 IFT27 IL17RB IL21 IL7R INPP5B IPCEF1 ISYNA1 LBR LDAF1 LGALS1 LITAF LRP8 LYN MACROD1 MAF MAFG MAN2A2 MAPRE1 MCAT MCM5 MCOLN2 MCRIP2 MCTP2 MED10 METTL9 MGAT4B MMD MRPL19 MRPL3 MRPS26 MTAP MYO7A NOA1 NSUN2 NUCKS1 NUP58 OAS2 OAS3 PAFAH2 PARP12 PCYOX1 PDCD11 PDLIM7 PEX5 PIK3CG PLAC8 PLEKHA8 PLS1 PNO1 POLR1B POU2AF1 PPP2R1B PSPC1 PXDC1 PXYLP1 RAB31 RAB32 RANBP1 RAP1A RASSF5 RFC5 RGMB RNF135 RRP12 RRP15 S100A6 SCFD2 SEPTIN11 SETDB2 SGSH SLBP SLC22A15 SLC25A10 SLC29A1 SLC36A1 SLC38A1 SLC7A1 SMCO4 SPIB SPRY2 SRM SSBP3 STMN1 SURF2 SUSD1 SVIL SYTL3 TBCCD1 TFAP4 TFB1M TJP2 TLE4 TMED5 TMEM126A TOR1AIP1 TRIM14 TRPM6 TRPV2 TSHZ3 TTC27 TTC32 TTLL11 TTYH2 TYROBP UBASH3B URB2 VIPR1 WDR12 XRCC3 XRCC6 ZAP70 ZDHHC18 ZFPM1 GSE40277_EOS_AND_LEF1_TRANSDUCED_VS_CTRL_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40277_EOS_AND_LEF1_TRANSDUCED_VS_CTRL_CD4_TCELL_UP ABCG1 ABHD4 ADD1 ADGRE5 AFF1 ALDH6A1 AMFR AP1M2 ARHGAP20 ARL13B ARMCX1 AVEN B3GNT2 BACH2 BCL3 BCL6 BICD2 BICDL1 BIRC2 BIRC3 BMAL1 BRPF3 BTD C12orf29 C9orf152 CALCOCO1 CASP3 CASP4 CAVIN1 CD200 CD72 CDC42SE2 CELF5 CFAP410 CHCHD10 CLIC4 CNST CPLANE1 CRIM1 CSTPP1 CYTH3 DAPK1 DGAT2 DNPEP DONSON DUBR DUSP16 EDEM1 EMC2 EML2 EPB41L2 ERBB3 EXOSC8 FBXL3 FBXO25 FCMR FMO5 GALM GATA1 GBP6 GFI1 GIMAP6 GNA12 GPR15 GPRASP1 GPX4 GRIK5 GTDC1 H2BC3 HIF1A HIVEP1 HLA-E HLA-G HOPX ICA1 ICAM1 IER5L IFNGR1 IL1RL1 IL2RB IL6R IP6K1 IQCB1 IRF2 IRF9 ITGB7 JDP2 JPT1 KIAA1958 KIF7 KIZ LAD1 LAMC1 LIG4 LIX1L LPCAT1 LRRC8D LTB MAF1 MAN1A1 MAPKAPK2 MARVELD1 MCU METTL8 MTMR3 N4BP2 NDRG1 NFKBIB NMNAT1 NT5DC3 NUCB2 PARP14 PATL2 PEAK1 PEX11A PEX16 PGGHG PHC3 PHTF2 PIP5K1B PLAGL2 PLOD2 POC1B POGLUT2 PPM1B PTMS PTPRS PXMP2 QKI RAB33B RALGDS RALGPS2 RAPGEF5 RBM38 RDH12 REEP3 REL RELB RERE RHOF RIPK2 RNF19B RRAD RTL5 SCARB2 SCIN SDHAF1 SECTM1 SELENOP SH3BGRL SKI SLC22A5 SLC23A2 SLC35D2 SMAD4 SMAD7 SMC4 SMC6 SNX16 SNX9 SPTAN1 SPTB STARD5 STAT5A STK38 STON1 STX2 SULF2 SUSD6 SWAP70 SYT11 TAP2 TAPBP TBC1D17 TBXA2R TENT5C TEX15 TIAM1 TLE2 TMEM123 TNFRSF25 TP53INP1 TTC30B TTC8 TULP3 UBASH3A USP6NL VANGL2 VSIG10 WBP2 WDR35 WIPI2 YAF2 YPEL2 YPEL3 ZCCHC18 ZFAND6 ZHX2 ZNF280B ZNF608 GSE40277_EOS_AND_LEF1_TRANSDUCED_VS_GATA1_AND_SATB1_TRANSDUCED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40277_EOS_AND_LEF1_TRANSDUCED_VS_GATA1_AND_SATB1_TRANSDUCED_CD4_TCELL_DN ABTB3 ACP3 ACTR6 ACVRL1 ADD3 AFP ALOX5AP ALS2CL ALYREF AMIGO2 AMPD1 AMZ1 AP1B1 APPL2 ARHGAP29 ARHGAP39 ARL4C ASF1B ATM ATN1 ATP2A3 B4GALT5 BIRC5 BRCA1 C16orf54 CA2 CAMK1D CAMKK2 CBX4 CCDC102A CDC45 CDC6 CDC7 CDCA4 CDH18 CENPM CKS1B CLIP1 CNGA1 COIL CRTAM DDX31 DDX39A DENND2C DGLUCY DIPK1A DLEU7 DOC2A DPH5 DPY19L1 DTL EEIG1 EGF EMID1 ENC1 ENTPD5 EPHX4 EVI2A EVI2B F2R FAM78A FOCAD FRMD8 FXYD5 G3BP2 GALNT2 GALNT7 GGT5 GGT6 GMFG GPATCH4 GPD2 GPR171 GPR19 GSTT2 GYPC HAUS4 HEXA HPCAL1 HVCN1 HYOU1 IFI44 IKZF1 INTS2 ITGB3 ITGB5 ITPR1 KCNMB4 LAIR1 LAT LGALSL LGR6 LIMS4 LMNB1 LRR1 LRRC8A LYN MAD2L1 MAK16 MAML2 MAN1C1 MAN2A2 MAP2 MCM2 MCM5 MCTP2 MED22 METTL9 MFSD6 MMS22L MOB3B MPG MSRA MTHFD1 MYO10 NAB1 NOC3L NRGN NUP50 OAS2 OXCT1 P4HA2 PAG1 PAOX PDE3B PDLIM1 POLE2 POP1 POU2AF1 PRMT5 PTGFRN QPCT RAB11FIP4 RAD51AP1 RALY RASGRP2 RBL1 RBM19 RCBTB2 RCC1L RFLNB RGMB RIGI RIPK3 RNF26 RPP40 SCML4 SELENON SEMA4A SETD6 SGMS1 SHCBP1 SKA2 SLBP SLC16A5 SLC25A10 SLC35C2 SLC39A11 SLC39A6 SLCO3A1 SMC2 SNHG12 SRSF3 STK4 SYCE2 SYNE2 TACC2 TAF5L TBC1D16 TGFBR3 TMCC3 TMEM164 TMEM209 TMEM229B TMEM9B TNFRSF14 TOR1AIP2 TP53I13 TRUB1 TSHZ1 TSPAN14 TSPYL4 TSR1 TTC7B TUBA4A TWNK UBE2S UBXN11 UPB1 UTP15 VIPR1 WDR45B WDR76 WEE1 XKRX ZBTB8A ZCCHC12 ZFPM1 ZNHIT6 GSE40277_EOS_AND_LEF1_TRANSDUCED_VS_GATA1_AND_SATB1_TRANSDUCED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40277_EOS_AND_LEF1_TRANSDUCED_VS_GATA1_AND_SATB1_TRANSDUCED_CD4_TCELL_UP ABCC1 ABHD6 ABTB1 ADGRE5 AIDA ALDH18A1 ANKRD55 ANXA4 APIP ARHGAP20 ARL5A ASB7 ATOSB ATXN1 BAHD1 BBS2 BHLHE40 BMPR2 BNIP5 C6orf89 CA8 CACNA1A CAPSL CAST CC2D2A CCN4 CD86 CD99L2 CERK CFAP410 CISH CLIP3 CMTM7 CNDP2 CNNM3 COLQ COMTD1 CPD CREBL2 CRIM1 CSRP2 CYTH3 DAG1 DBP DCAF8 DDC DEDD2 DIABLO DNAH7 DRC3 DUSP4 EEF2K EFCAB2 ENO2 ENO3 ENTREP3 FAM210B FAM241A FBXO30 FBXO31 FCRL1 FHIP1B FOXO3 FRMD4B GALM GBP4 GBP6 GCAT GCH1 GFOD1 GIMAP7 GK5 GM2A GNA12 GNA15 GPAT2 GPHN GREB1 GSAP GTDC1 HEMK1 HIP1R HIPK2 HK2 HLA-DOB HLA-G HMGN3 HSD17B11 IFT80 IGSF9 IL10RB ILVBL INPP5F ITGA6 JDP2 KIF3B KLF9 KLRG1 LAMC1 LCA5 LHFPL6 LIPE LNX2 LRIG1 MBNL3 MCF2L MPZL2 MRTFB MYO1C MYO1E NAF1 NCOA3 NDRG1 NDRG4 NFKB1 NFKBIB NINJ1 NOD1 NOTCH2 NR4A3 NRN1 NSMAF NTN1 OMA1 PARD6B PFKFB1 PGPEP1L PHC1 PHLPP1 PHTF2 PLA2G4F PLCB3 PLCL1 PLSCR1 PMEPA1 PMS1 PPP1R21 PRG4 PRICKLE1 PRMT2 PRR13 PTGER4 PTPN9 PTPRS PURG RALGPS1 RBPJ RHOF RIMS3 RNF19B RRAGD RTL5 RYR2 SELP SH3BP5L SKI SLC12A4 SLC16A3 SLC35D1 SMOX SNRNP35 SNX16 SSH1 ST3GAL2 STARD10 STAT4 STAT5B STX11 TAMALIN TBC1D10A TBC1D30 TCEAL8 TDRD7 TEX15 TEX35 TGIF1 THOC7 TIAM1 TMTC4 TNFRSF1B TNFRSF25 TNNT2 TOM1L2 TP53I11 TSPAN32 TTC28 TTC39B UBXN6 UNC119 VAMP5 WBP2 WIPI2 WNT3 ZC3H12A ZCCHC18 ZDHHC2 ZNF219 ZNF839 ZNF862 ZSCAN12 GSE40277_GATA1_AND_SATB1_TRANSDUCED_VS_CTRL_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40277_GATA1_AND_SATB1_TRANSDUCED_VS_CTRL_CD4_TCELL_DN ABCD3 ABCG2 ABL1 ACADM ACTN1 ADAMTS6 ADCY6 AGTPBP1 AHCYL2 ANAPC4 ANKRD46 AP1M2 ARHGAP20 ARHGAP24 ARMCX1 ATP11A ATXN2 B3GLCT B4GALT3 BASP1 BAZ2B BCAS1 BCL3 BCL9 C14orf28 C1QL3 C5 CA8 CACNB3 CAMK2N1 CATSPERD CCNJ CCNJL CCR7 CCR9 CD72 CELF5 CELSR2 CHKA CHRNB1 CMYA5 CNFN CNOT7 COLQ CRY2 CTIF CTSK CUX1 CYBRD1 DAPK1 DCAF17 DDR1 DDX60 DGAT2 DGKD DHX58 DNAAF9 DNAH8 DYNC2H1 DZIP1 DZIP3 EHMT1 EIF4G2 ENO2 EPB41L2 ETS2 FABP5 FIBCD1 FMNL3 FOSL2 FRAT2 GEMIN5 GPRC5B GPSM1 GREB1 GSAP GSE1 GTDC1 GTF2I HDAC1 HECTD2 HMGN3 HOOK1 ID1 IFI44 IFIT1B IFITM3 IFT172 IPO9 IRAG2 IRF7 IRS2 ITK KCNH2 KCTD6 KIAA0586 KIT KLHL4 KTN1 LARP4 LETM2 MACO1 MAP4K3 MAP4K4 MAPK7 MBNL3 MCCC1 MCUB MEF2A MEOX1 MEX3A MFSD4A MSL1 NCF1 NICN1 NOTCH3 NR4A3 NRP2 NT5DC3 NT5M NUDT12 OASL PABIR1 PACSIN1 PHC1 PIK3R3 PIP4K2A PKDCC PKP4 PLA2G4F PLCXD2 PLSCR3 PMEPA1 POGK POGZ PTDSS2 RAB3IP RAG1 RAI1 RASA2 RASA3 RASL11B RNF145 RNF157 SALL2 SATB1 SECTM1 SENP6 SERINC5 SFMBT2 SKI SLC22A17 SLC22A2 SLC25A38 SLC35D3 SLC3A1 SLC43A1 SLC7A6 SMAD7 SMOX SNX18 SOX4 SPATS2 SPSB1 SRSF12 ST8SIA1 STAT5B STK26 SWAP70 TBC1D19 TBC1D4 TCF7L2 THOC7 TIA1 TMEM120B TNNT2 TP53BP1 TRAK2 TRIM25 TRRAP TTC3 TTYH3 TUBB TUBB2A TUBB2B UBQLN4 VAV2 VEGFA WDR59 XPO6 ZBTB34 ZCCHC12 ZDHHC15 ZFTA ZMYM3 ZMYM4 ZNF219 ZNF451 ZZZ3 GSE40277_GATA1_AND_SATB1_TRANSDUCED_VS_CTRL_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40277_GATA1_AND_SATB1_TRANSDUCED_VS_CTRL_CD4_TCELL_UP ACOT11 ADAM19 ADRB2 ALAD ALOX15B ANGPTL2 AP1S2 AP5M1 APLP1 AREL1 ARHGAP31 ARHGEF12 ARSB AVEN AXL BMPR1A BPNT1 BSCL2 BTBD19 C2orf68 C6orf89 C9orf85 CASS4 CC2D2A CCDC126 CCNG1 CCR10 CCR4 CCR5 CD84 CDC25B CDH13 CDIPT CDR2 CEBPB CEMIP2 CERS4 CKLF CLIP1 COBLL1 COQ8A CPM CR2 CRK CRLF3 CRYL1 CSRP2 CYFIP1 DCXR DENND5A DHRS7 DIAPH2 DIPK1A DIPK2A DONSON ECI1 EEA1 EGLN3 ELL2 ELL3 ELMO1 ELOVL1 EMP3 ENTPD1 ERBB3 ETAA1 F2RL1 FAM81A FAM89A FBN2 FBXL4 FGD2 FOXN2 FPGT GALM GALNT4 GBP4 GCNT1 GNA15 GPR160 GRHL1 GZMB HEPACAM2 HERPUD1 HIPK1 HSPA2 ICAM1 IFNG IGLC7 IKZF3 IL10RB IL18 IL6R INPP1 IQGAP2 ITGAV JADE1 KBTBD7 KCNK6 KLF3 KLRG1 LATS2 LCA5 LGALS1 LIPT1 LPAR6 LY96 LYPLA2 MAF MANSC1 MAP3K4 MED8 MFSD1 MID1IP1 MTHFD2 MYNN MYO1F NCK2 NCMAP NFIL3 NKAP NLN OSTM1 OXR1 PHYKPL PIM1 PLCL1 PLD1 PNP PNPO PPCS PRDM1 PSEN2 PSMA3 PSME2 PTPRJ PXYLP1 RAB1A RAB31 RAP1A RBPMS2 REPIN1 RFLNB RIN2 RIPK1 RIPK2 RNASET2 RNF128 RNF146 RNF19B RNF43 RNH1 RPIA RPSA RRM2B S100A6 S1PR4 SAG SARAF SCOC SEC11C SEC23A SERTAD3 SGSH SHE SIDT1 SLA SLAMF6 SLC22A5 SLC25A32 SLC25A33 SLC46A3 SNAI2 SNX20 SNX30 SORBS1 SPATA5 SPRTN SRPK3 ST6GALNAC6 SYT11 TAF5L TAF9B TASP1 TBC1D14 TESC THTPA TIMP2 TKTL1 TM7SF3 TMED5 TNFRSF13C TOR4A TRAF5 TRIM59 TSPAN14 UBXN2B VIRMA VPS28 VSIG10 GSE40441_NRP1_POS_INDUCED_TREG_VS_NRP1_NEG_NATURAL_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40441_NRP1_POS_INDUCED_TREG_VS_NRP1_NEG_NATURAL_TREG_DN ACOT12 ADCY6 ADD1 ADGRL1 AGPAT4 AGPAT5 ALDH7A1 ALPK1 ANKS1A ANO6 APBB2 APOBEC4 AQP2 ARHGAP20 ARHGEF18 ARSJ ARV1 ARVCF ATG4A ATP1A1 ATXN2 BASP1 BAZ2B BCL11B BCL2L11 BSPRY C14orf28 C1QTNF12 CACNA1A CAMK2N1 CCND2 CCNJL CD300LG CDC42BPG CDK6 CENPJ COASY COLEC10 COMMD2 CRYBA1 CSNK1E CTPS1 CTSW DCAF17 DDR1 DGCR8 DIP2C DLG3 DNAH8 DNAI1 DNMT3A DNMT3B DPH5 DUSP5 EFHC2 EIF2B3 EIPR1 ELP6 ENOPH1 EXOC3 EXOC3L1 FBXO30 FBXO9 FCGR2A FDFT1 FIBCD1 FOXO3 FOXRED2 GALC GATA3 GIGYF2 GJD4 GK5 GML GNGT2 GRIK1 H2AC18 HELB HERC6 HMBS HSD11B1 ICAM5 IL12B INHA IPO13 IRAG1 ITGB3 ITIH3 KCNH2 KCNMB4 KDM1A KIF20B KTN1 LGI2 LMAN2L LPP LRATD2 LRRC40 MAP4K1 MAP4K4 MAPRE1 MARS1 MCF2L MCUB METTL8 MEX3A MGLL MOV10L1 MRPL13 MS4A1 MYL11 MYLK2 MYO7B NCOA3 NDRG2 NMNAT1 NR4A1 NR4A3 NRBP1 NRIP1 NRP2 NUDT13 NUP58 OASL PEDS1 PEX1 PI4K2A PIH1D1 PLCH1 PLEKHG2 PLEKHO1 POLA2 PORCN PPP1R14A PRKD3 PTF1A PURG RAB3IP RAD9B RALA RALGPS1 RALGPS2 RASA3 RASGRP2 RBBP8 RBMS2 RBMX RCBTB2 REEP4 RFC1 RPP30 RPRD1A RPTN RREB1 RTN4RL1 SATB1 SCEL SH3BP5L SH3PXD2A SIRT4 SLC12A6 SLC6A13 SLC7A1 SLC7A14 SMAGP SPATA1 SPINDOC SSH3 STMN1 STMN4 STYXL1 SYT12 SYTL2 SYTL4 TDRD5 TECTA TLK2 TM6SF1 TMEM59 TNFSF4 TNNT2 TOP1MT TOPBP1 TRPM1 TSGA10 TSPAN18 TTC3 TUFT1 VAMP3 VSTM2A WDR3 WDR41 XPO5 ZMYM3 ZMYND12 ZNF175 ZNF219 ZNF740 ZSCAN2 GSE40441_NRP1_POS_INDUCED_TREG_VS_NRP1_NEG_NATURAL_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40441_NRP1_POS_INDUCED_TREG_VS_NRP1_NEG_NATURAL_TREG_UP ABHD4 AHCYL1 ALDOA ALDOC AMPD3 ANKH ANKMY2 AP3M2 ARHGAP39 ARHGEF16 ARHGEF3 ARRDC4 ASPHD1 ASS1 ATP6V0D2 BAALC BANK1 BATF BZW2 C16orf54 CACNB1 CAMK2B CAPG CCDC110 CCDC127 CCDC22 CCDC30 CCN4 CCNG1 CD79B CDC42EP3 CDX2 CERS4 COQ8A CPSF4L CREB1 CSF1 CSF3R CXCR5 CYP4V2 CYTH4 DAGLB DEK DENND2B DENND2C DENND4C DOC2A DRD2 DTX4 DUSP16 E2F2 ECI1 ENDOG F2RL1 FAM111A FAM222A FCMR FECH FGD4 FGD6 FHIP1A GABRA3 GALM GBP4 GDF11 GEMIN8 GGACT GJB4 GPM6B GPR15 GPR4 GPX6 GRP GSX1 HDAC9 HLA-DOA IDE IER5L IFT43 IGF1R IL16 IL1R2 IL4 IL6R ILDR1 INPP4B ITGA7 ITGAE ITPK1 IZUMO1R JAK1 KATNAL1 KCNIP4 KCTD17 KLF5 LBR LCLAT1 LHX6 LIPH LYPLA2 MAN1C1 MARCHF3 MATN4 MBOAT1 MYO3B MYOZ3 NCAM1 NCF4 NFASC NFKBIE NFKBIL1 NLN NT5E NUCB2 ONECUT3 OSBP2 P2RX7 P2RY10 PADI1 PARP16 PCTP PDE2A PDGFB PLAUR PPFIBP1 PRG4 PROX2 PSCA PTGER2 PTPN13 PTPN22 PYCR1 RAB43 RAD51B RFLNB RGS3 RGS6 RIPK4 RNF128 RNF144A RNF19B RNF216 RNF43 RNH1 RNLS RPL12 RXRA S100A10 SAPCD1 SDHAF1 SEC24D SEMA4F SERINC2 SH3BGRL SH3GL2 SHE SLAMF6 SLC12A2 SLC22A5 SLC7A10 SNTB1 SNX31 SNX9 SOAT1 SQOR ST8SIA4 STAC2 STARD10 SUPT7L SYNGR2 SYNGR4 SYNPO2 SYT11 TAF9B TESC THADA TIAM1 TJP2 TM7SF3 TMEM143 TMEM209 TMEM243 TMEM30B TNP2 TRAF3IP2 TRAF5 TREM2 TRIM17 TRPC7 TSPYL2 UBASH3A UNC119 WWC1 XPO4 ZBTB42 ZBTB8A ZC3H12C ZCCHC3 ZNF112 ZNF423 GSE40443_INDUCED_VS_TOTAL_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40443_INDUCED_VS_TOTAL_TREG_DN ABCA2 ABHD15 ABTB3 ADGRE5 AMIGO2 ANTKMT APOBR APPL2 ARL2BP ATP1B3 AVEN B2M B4GALT5 BCL3 BHLHE40 BMERB1 C16orf54 C19orf38 CACNA2D1 CAPG CASP7 CD7 CDC42BPB CENPM CGAS CHP2 CHST12 CISD3 CISH CKAP2L CMPK2 CNP CRMP1 CRYBG2 CTSS CTSW DENND2C DIPK1A DPY19L1 DRC1 DSE DTD2 E2F2 ELF1 EML6 ENPP1 ENTPD5 EPSTI1 ESYT1 FAM131B FAM174B FCER1G FOXN2 FRMD8 FXYD5 GABRR2 GALNT16 GGACT GKN1 GM2A GPR19 GPRIN1 GSKIP HDAC4 HSH2D HVCN1 IFI27L2 IFI30 IFI44 IFIH1 IFIT1 IFNGR1 IGFBP4 IGFLR1 IKZF4 IL15RA IL27RA IL2RB IL36RN IL6R INF2 IRF9 IRGM ITGB5 ITGB7 KBTBD11 KCTD2 KDM7A KLF3 KLHDC2 LATS2 LGALS1 LRATD2 LRR1 LRRIQ4 MAN1C1 MEFV MID1IP1 MIF4GD MS4A15 MS4A6A MSN MTHFD1L MYC MYO10 NCF4 NCMAP NDRG3 NECAB3 NINJ2 NOD1 NXPE3 NXT2 OAS1 OAS3 OIP5 ORAI3 PCED1B PDE3A PDLIM4 PELI1 PELI2 PEPD PIM1 PIM2 PKP3 POLE2 PRELID2 PRKAR2A PRR13 PSMB9 PSME1 PSME2 PSPH PTPN1 PTPN22 PTS RAD51 RCN1 REXO2 RFC2 RFLNB RHBDD3 RHCG RIPOR2 RNF207 RNF213 RNH1 S1PR1 S1PR4 SCAMP3 SELENOH SELPLG SEMA4F SERINC3 SFXN3 SGK1 SH3BP5 SIDT1 SKI SLBP SLC66A3 SLFN13 SMAD7 SMPDL3A SOCS3 SORL1 SOX6 ST8SIA3 ST8SIA6 STAT3 STING1 SUN1 SUPT7L SYCE2 SYNGR2 SYT11 TAGLN2 TFAP2D THY1 TIMP2 TLR1 TMCO4 TMEM64 TMEM71 TMIE TNFAIP8L2 TNFRSF14 TPST2 TRAF3IP2 TRAF5 TRAPPC2B TRMO TSC22D3 TXNIP TYMS UBXN11 USP18 VAMP5 VIPR1 GSE40443_INDUCED_VS_TOTAL_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40443_INDUCED_VS_TOTAL_TREG_UP ACOT7 ADAM11 AFDN ALAD ALDH7A1 ANGPTL2 ARF1 ARHGEF6 ARMCX1 ARMCX2 ARMCX6 AS3MT ATF4 ATXN1 B9D1 BACH1 BASP1 BCL2L11 BCOR BCR BLOC1S5 BUB3 BUD23 CACNG4 CAMK4 CAND2 CCDC28B CCR4 CCR9 CCT3 CDK6 CHDH CHL1 CHST2 CLPB COL1A2 CRY1 CRYZ CSK CSNK1E CUL7 DAP3 DAPK1 DIABLO DNTT DUSP12 EDARADD EGR1 EGR2 EIF2B3 EPHB6 ERF ETV5 F13A1 FHIT FIZ1 FMNL3 FPGS GALC GATA3 GK5 GNAQ GOLM2 GPD2 GPR174 GPRASP1 GPRASP2 GPRASP3 GREB1 GSK3B GTDC1 HACD1 HIVEP3 HLA-DMB HMGN3 HNRNPA1 HS2ST1 ICAM1 IMP4 IQCG IRGQ ITGA8 ITGAL JARID2 KCNMB4 KDM5B KLHL25 L3MBTL3 LCMT1 LDHB LHFPL6 LLGL1 LMO4 LXN LZIC MAP2K2 MAPK7 MCCC1 MCU MEA1 MEX3A MIDN MMP9 MPHOSPH6 MRPS27 MRTFB MYL10 NABP1 NMNAT1 NR4A1 NR4A3 NSFL1C PADI3 PAFAH1B3 PDCD5 PDRG1 PDXK PES1 PHC1 PI4K2B PIK3R3 PIPOX PLD6 PLIN2 PLOD2 PLXDC2 PLXND1 POLB PPP6R1 PRMT2 PRMT5 PRR3 PTOV1 PTPRF RAB8B RAG1 RALBP1 RAP1A RBMS2 RELB RORA RPL7L1 RPS19BP1 RRAD SAMHD1 SH2D1A SH2D2A SH3BP2 SHF SLAMF1 SLC12A5 SLC16A10 SLC25A17 SLC25A38 SLC27A1 SLC35A1 SLC37A2 SLC39A14 SMAD3 SMIM13 SPIN1 ST3GAL2 STK40 SYTL2 TACC2 TANC2 TBC1D19 TCEAL8 TFRC TGIF2 TIAM1 TM6SF1 TMCC3 TMEM11 TMEM218 TOX TOX2 TP53BP1 TRAF4 TRIB1 TRIO TSC22D1 UBE4B UNC119 USP22 WDFY2 XYLT2 ZBED5 ZFTA ZMYM4 ZNF212 ZNF219 ZNF22 ZNF32 ZNF410 ZNF467 ZNF799 ZNF821 ZNHIT6 GSE40493_BCL6_KO_VS_WT_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40493_BCL6_KO_VS_WT_TREG_DN ABCG8 ACER2 ACHE ACSS3 ADARB2 AKNAD1 ALG8 ALOXE3 ANO4 ARC ATP13A5 ATP4A BDKRB1 C11orf87 C2CD4B CALHM3 CAND2 CBLC CCDC184 CD96 CDHR4 CES5A CHRNE CLDND2 COL6A6 COX4I1 CREB3L3 CTSLP3 CXCL13 CYP27B1 DGKK DSCAML1 DSG2 DYNLT2B FMN2 FMO4 FOXA1 GABRQ GALNT14 GDPD2 GDPD4 GPR151 GPR27 GPR37L1 GRIK1 GRK3 HDHD5 HKDC1 ICOSLG IGFL3 ITGB4 ITGB6 IZUMO1R KCNH2 KPNA7 KRTAP3-1 LELP1 LHX2 LPAR2 LRATD1 LYPD5 MIR185 MIR188 MIR210 MIR328 MIR365B MIR485 MIR708 MOXD2P MSMB MYH8 MYLK3 NCCRP1 NEK11 NOG NPPA NT5C1A OR1D2 OSR2 PAK5 PCDH12 PCSK9 PLB1 PNPLA3 PREX2 PRSS36 RFX4 RSPH6A SAMD5 SCN2B SELP SEZ6L SFXN2 SHBG SIGLEC15 SLC29A2 SLC45A2 SMIM31 SNTG1 SPACA3 SPRR2B SYT13 SYT8 TEKT3 TNFRSF19 TNP2 TSHB TTC16 TUBB4A USP18 VWA3B WFDC9 WNT1 XCL1 XIRP1 ZIC4 ZP3 GSE40493_BCL6_KO_VS_WT_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40493_BCL6_KO_VS_WT_TREG_UP ADAM10 AGA AHCTF1 ANGPTL1 ANXA9 APPL1 AQR ARAP1 ARHGEF7 ATXN3 BOD1L1 CASP8 CCDC9 CCT3 CCT7 CDK8 CECR2 CEP170 CFDP1 CGNL1 CHMP1B COPB2 COPS8 CRBN CTDP1 CTPS2 CUL1 DDB1 DDX24 DDX31 DDX54 DHRS7 DLD DNAJC11 DPH6 DYNC1H1 DYNC1LI2 DYNC2I1 ECE1 EFHC1 EIF3A EIF4B ERGIC3 ERI1 EXO5 EXTL3 EZR FADS1 FBXO11 FBXO38 FGD3 FNBP1 FOXO6 GCLC GFM1 GIMAP1 GIPC1 GLG1 GLRA3 GNPDA2 GOLGA3 GOLGA4 GOLGA5 GOLIM4 GPKOW GPS1 GTPBP8 GUF1 HACE1 HS2ST1 HSPH1 IFT74 KATNAL1 KCTD21 LARGE1 LMAN1 LPIN2 MIB1 MICU2 MIR29A MPHOSPH10 MRFAP1 MRPL45 MRPS5 N4BP2 NACC1 NCK1 NCOA6 NFXL1 NLRP3 NMT2 NOD2 NSUN2 NUDT2 OPA1 PABPN1 PCGF3 PCMTD1 PDE2A PHLPP1 PJA1 PJA2 PKN2 PLS3 PNPLA8 PPID PPT1 PRKAB1 PRPF6 PSD3 PSMD4 PSMD7 PTK2B PTP4A2 PTPN11 RABL2A RAD50 RALGAPA2 RCOR1 RFXAP RLIM ROCK2 RPAP3 RREB1 RRP1B RSPRY1 RWDD1 SAE1 SAMD4B SDF4 SEC11A SEL1L SERTAD3 SETDB1 SH3KBP1 SIN3B SLU7 SMG1 SORT1 SOS2 SSH3 SUFU SUPT6H TATDN3 TBC1D1 TFG THOC5 TMF1 TNKS2 TPRKB TRIO TRRAP TSGA10 TSNAX TTC27 TUBB2A TULP4 TWSG1 UBA6 UBE2Q1 UCHL5 URB2 URGCP UROD USP40 USP45 USP47 USP9X UTP15 VPS13D VPS41 YME1L1 ZC3H11A ZDHHC5 ZFC3H1 ZWINT ZYG11B GSE40655_FOXO1_KO_VS_WT_NTREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40655_FOXO1_KO_VS_WT_NTREG_DN ACTC1 ACTL7A AGPAT4 AKNAD1 ANAPC13 ANAPC15 AP2S1 AP4M1 ARL3 ATP5F1E ATP5MC2 BAIAP2 BAX BIN3 BLOC1S2 BNIPL C8orf76 CA13 CAMK2D CAV2 CCDC184 CCL5 CCN6 CCT4 CCT5 CD200 CD320 CD70 CEBPZOS CENPH CEP83 CFAP119 CFAP20 CFAP36 CFAP68 CFD CHCHD5 CISD1 CLDN7 CNIH2 CRELD1 CRTAM CSTB CUX1 CYSTM1 DCAF4 DDT DGCR6 DHX58 DSTN DUOXA1 DUSP11 E2F8 EEA1 EEF1G EGR2 EHD1 EIF2S2 EIF2S3 ELL2 ELOC EMD EPHX1 ERGIC1 FAM229B FAM234A FARS2 FAS FBXW9 FHL2 FUBP3 FUCA1 FYTTD1 GALC GAS2 GGH GLB1 GLUD1 GNB5 H2BC5 HGF HINT1 HINT3 HLA-DMA HMOX2 HNRNPA1 HSPA1B ICAM4 IFI27L2 IFT43 INKA1 INSL6 IQGAP3 ITIH5 KIAA1958 KLHDC7A LAG3 LAMTOR4 LARGE2 LIG1 LRFN1 LRG1 LRRC61 LSM11 MAN1A1 MCRIP2 MDM2 MMGT1 MORN2 MPZL2 MRPL32 MRPL4 MRPL58 MRPS16 MTRES1 MVK MYB MZT2B NACAD NANS NCALD NCBP2AS2 NDFIP2 NDUFC2 NDUFS2 NEK6 NENF NINJ2 NKIRAS2 NMRAL1 NPAS4 NRN1 NT5C3A NUBP1 P3H1 PALS2 PDK3 PHLDA3 PIN4 PLEK PLP2 POC1A POLD4 PPFIBP1 PPP2R3A PRCP PRIM2 PRXL2A PSAT1 PSMD8 PSRC1 PTPN13 PYCARD RASAL1 RBMS2 RCN1 RFC4 RNH1 ROPN1L RP9 RPL31 SAR1B SCN4B SH3GLB1 SKA1 SLC12A4 SLC25A6 SLC44A1 SLC9B2 SLIRP SMARCA5 SMPDL3B SPC24 SSR3 ST13 STIL SYN1 TFF1 THG1L TIMM17B TM7SF2 TMBIM1 TMEM120A TMEM126A TMEM14A TMEM242 TNFSF13B TNFSF14 TRPM4 TUBB TUBB6 UBE2A UQCRC2 VASH1 VASH2 VCL WDR19 WSB2 ZBTB32 ZNF296 GSE40655_FOXO1_KO_VS_WT_NTREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40655_FOXO1_KO_VS_WT_NTREG_UP ABHD8 ALG1 AP4E1 AR ARHGAP1 ARHGAP45 ARHGAP5 ARHGEF12 ARID2 ASGR2 ATP13A1 ATP2B4 ATP8B1 AZI2 BBX BCL11B BIK BLTP1 BLTP2 BOD1L1 C2orf68 C8orf58 CAMK1D CBX7 CCDC107 CD244 CELF1 CEP164 CFAP141 CHD3 CLN3 CNOT6L COQ2 COQ5 CPSF1 CRACDL CSK CST3 CTCF CTSW DDX18 DDX39B DDX46 DENND6B DEXI DMTF1 ELOVL7 EMC1 EMG1 EXOSC1 FOXK1 FTH1 FTX FYCO1 G3BP2 GAB3 GABBR1 GABRA2 GAPVD1 GGA3 GNA11 H6PD HEATR1 HGH1 HGSNAT HIRA HUWE1 IL16 IMP4 IRS1 KCTD12 KHNYN KLHL26 KMT2C KMT2D KMT2E KRI1 LAIR1 LGALS8 LHFPL5 LMBR1L LPAR6 LY6E MACROH2A1 MAST3 MAT2A MBP MEF2C METTL17 MFAP1 MFSD6 MLLT6 MLYCD MMP9 MRPL47 MS4A7 MTCP1 MTFR1L MYCBP2 NAT10 NCOA6 NFIA NOL9 NOLC1 NOP10 NPB NTAN1 OLIG2 OSBPL7 OTUD4 PACS1 PAN2 PCNT PCNX3 PHF20L1 PHF3 PIK3CD PITPNC1 PLEKHM3 PNPLA7 PPP1R12A PPP2R5A PPP6R3 PREX1 PRKACB PRPF4B PRPF8 PRPS1 PRRC2B PTPN18 PWP2 PYGO2 RABEP2 RAI1 RAPGEF6 RASA3 RASSF5 RBM42 RELA RNF123 RPL38 RRAD SEC24C SEPTIN6 SERPINB1 SGK1 SGSH SLC12A5 SMPD1 SNAPC4 SNRNP70 SP1 SPNS1 ST3GAL6 SUN2 SZT2 TAFAZZIN TARS1 TARS2 TBX6 TCIRG1 TECPR1 THY1 TK2 TMEM64 TMEM91 TNK2 TOP2B TOR1AIP1 TRAF3 TRIM39 TSPO TTLL4 TUBA4A TUG1 TULP4 UBL3 UBN1 UFL1 UNK USP48 USPL1 VEZF1 VPS28 WDR5 WDR82 ZBTB4 ZC3H11A ZFC3H1 ZFP36L2 ZKSCAN1 ZMYM2 ZMYND11 ZNF146 ZNF182 ZNF287 ZNF490 ZNF770 ZNHIT2 ZSCAN26 GSE40666_NAIVE_VS_EFFECTOR_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40666_NAIVE_VS_EFFECTOR_CD8_TCELL_DN ABCB1 ABHD17A ABHD4 ABTB3 ACTR3B ACYP2 AGFG1 AHR AIM2 AK7 AKR1E2 AMZ1 ANKRD54 ANXA11 APOBR APPL2 ARAP3 ARHGAP26 ARL4D ASNS ATP8B4 AVEN B4GALNT4 BLK BSCL2 C1orf122 CARD10 CATSPERD CCDC126 CEBPZOS CFAP20DC COMTD1 COPS7A CRELD2 CRTAP CTSC CTSW CX3CR1 CXCR6 DHRS11 DIPK1B DNAJA4 DPY19L1 DTNBP1 DTX4 ECI1 EEA1 EPSTI1 ESYT1 EVI2B EYA2 F2RL2 FARP1 FASLG FCER1G FES FHL2 FKBP2 FKBP5 FRMD4A FURIN FZD5 G6PC3 GABRR2 GBP4 GDPGP1 GPN1 GPR183 GRHL1 GRWD1 GZMK HGSNAT HS6ST2 HSP90B1 ICOS ID2 IFITM10 IL13 IL2 IL27RA INHA IRF5 ISYNA1 KBTBD11 KCTD12 KIAA0930 KLHL21 KLRD1 LAMTOR4 LCLAT1 LEPROT LGALS1 LGALS3BP LHPP LIN7A LITAF LPAR6 LYN LYSMD2 MACROD1 MAGED1 MAP3K5 MAPK10 MCRIP2 MFSD14A MID1IP1 MTHFD1L MXRA8 MYB MYC MYD88 MYLIP MYO1E MYO1F MYO7A NAAA NARS1 NCEH1 NCMAP NFIC NSMAF NT5E NXT2 OSBPL5 PDE2A PELI2 PGM1 PHACTR2 PKP3 PLAC8 PLD1 PLEKHA2 PLEKHA3 PLS1 PLSCR1 POGLUT3 PON3 PPIE PRF1 PRKAR2A PRR15 PSME1 PTPN22 PXDC1 RAB19 RAB31 RAB32 RCN1 RELL2 RHOD RNASET2 RNF135 RNF144A RNF32 RNF43 RP9 S100A10 SCARB1 SCRN2 SEMA4A SH3GL3 SHE SIAE SLBP SLC22A15 SLC38A1 SLC39A6 SLC4A7 SLCO3A1 SMCO4 SNX2 SOAT1 SOCS3 SOX13 SPRY2 ST8SIA6 TBC1D16 TENT5A TGIF1 TMEM126A TMEM140 TMEM64 TNFRSF1B TNFSF11 TOR4A TRAF5 TRIP10 TRPM4 TRPM6 TRPV2 TSHZ3 TTC32 TTYH2 UBE2F USP20 VCL VTI1B XCL1 YDJC ZNF23 GSE40666_NAIVE_VS_EFFECTOR_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40666_NAIVE_VS_EFFECTOR_CD8_TCELL_UP ABI3 ABTB2 ACOXL ADAM11 ADCY6 ADGRG3 AFDN ALDH7A1 ANO6 APBB1 APPBP2 ARHGEF17 ARHGEF6 ARMCX1 ARSI AS3MT ATL1 BACH2 BAIAP2 BASP1 BAZ2B BCL6 BCL7A BEND5 BEX1 BRD3 C2orf68 CACNB3 CACNG4 CALCOCO1 CAMK4 CAND2 CBX4 CELF5 CEP57L1 CHL1 CLCN4 CLPB COL4A5 CORO7 CPM CRY1 CSGALNACT1 CSK CSNK1E DAPK1 DLG3 DNAJC10 DNTT DZIP1 EDARADD EGR2 EML2 ENDOU ENO2 EPHX4 EXPH5 EXT1 FAM117A FAM168A FAM193A FIRRE FMNL3 FOXP1 GALNT6 GLCCI1 GPBP1 GPRASP2 GPRASP3 GREB1 GTDC1 HLA-DMB HLA-DOB HMG20A IFNGR2 IFT81 IKZF4 IL4R IL6ST ING1 IPO11 IPO13 ITGA8 ITPR1 KDM5B KIF23 LAT LCMT1 LDHB LEF1 LRRC42 LXN MACO1 MACROH2A1 MAP2K6 MAP3K7 MAP4K5 MAPK7 MARCHF7 MARCKS MBTD1 MCU MEF2D MEGF9 MMP9 MPI MRTFB MS4A1 MSH6 MTF2 MTSS1 N4BP2 NABP1 NCOA5 NR4A3 NRIP1 NT5C3B OSBPL11 PACS2 PBX2 PCGF5 PCM1 PFKM PFN1 PFN2 PHC1 PIK3R3 PIP4K2A PLIN2 PLOD2 PLXND1 POGLUT2 PPP1R13B PRKCB PRMT2 PRMT5 PRRG1 PTBP2 RALGPS1 RALGPS2 RASGRP1 RBL1 RBMS2 RTN4RL1 SALL2 SATB1 SEC22C SELENOP SHF SLC12A5 SLC23A2 SLC25A27 SLC30A4 SLC39A14 SMAD1 SMARCD1 SOX4 SPATA6 SPSB1 SRSF10 ST6GAL1 STAU2 STRIP1 SUSD6 TDRKH TET1 TFRC THEMIS TLE2 TM7SF2 TMCC3 TMEM164 TMEM59L TNIK TOX TRAK2 TSC22D1 TSPAN6 TTC3 TUBB TUBB2A TULP4 UBALD2 UBE2E3 UCK2 UNC5CL VANGL2 WDR35 XPO1 ZBTB18 ZC4H2 ZDHHC15 ZFYVE28 ZNF22 ZNF467 ZNF512 ZNF597 ZNF608 ZNF740 ZNF799 GSE40666_NAIVE_VS_EFFECTOR_CD8_TCELL_WITH_IFNA_STIM_90MIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40666_NAIVE_VS_EFFECTOR_CD8_TCELL_WITH_IFNA_STIM_90MIN_DN ABI3 ACOT7 ADGRL1 AFDN AIFM1 AKR1C3 ALDH7A1 ALYREF ANKS1A APTX ARHGAP20 ARID1A ARID2 ARMCX1 ART5 AS3MT BAZ2B BCL2L1 BEX1 BEX3 BRCA2 BZW2 CACNG4 CAMKK2 CCDC88A CD247 CD81 CENPJ CENPS CEP78 CHEK1 CHPT1 CHST2 CKB CKS1B CSNK1A1 CSRP1 CTC1 CTPS1 CTSV CUEDC2 CUX1 DAB2IP DCLRE1A DDX19A DGCR2 DHX57 DNAJB6 DNAJC18 DNTT E2F3 EDARADD EGR1 EGR2 EIF1AY EMID1 EMILIN1 ENDOU ENG ENO1 ENO2 EXT1 EZH2 F13A1 FIRRE FIZ1 FLOT1 GART GATA3 GEMIN8 GNB4 GNG12 GPRASP3 GREB1 HACD3 HEMK1 HLA-DOA HMG20A HNRNPAB HNRNPH1 HNRNPLL HOMER1 HPF1 HSPA13 IFT122 IFT57 ILF3 IPO11 IRF4 ISG20 ITGA8 ITIH5 JAZF1 KDM6B KIF3A KIFC3 KLHDC8B KRBA1 LCMT1 LCP2 LDHB LHFPL6 LMNB2 LZIC MAP2K5 MCM5 MCM7 MFSD10 MGAT4B MGRN1 MIGA1 MMP9 MRPS6 MSH6 MTX2 MYB N4BP2 N4BP3 NCOA5 NCOA7 NDC1 NIBAN3 NSUN4 NT5C2 PACSIN1 PARD6G PCDHGC4 PCOLCE PEBP1 PFKM PGGHG PHACTR4 PIK3R3 PLA2G12A PLA2G4F PLGRKT PLOD2 POP1 PPA1 PPM1F PPP1R16B PRKRA PSMD3 PTGIR RAD51 RALGPS2 RBMXL1 RMDN1 RMND5A RNF149 RTN3 RTP4 S100PBP SAMHD1 SGTA SLAMF1 SLC12A5 SLC16A10 SLC16A6 SLC2A9 SLC39A14 SMIM3 SMOX SNHG3 SPATA13 SPEF2 SPSB1 SREK1 SREK1IP1 SRSF9 SSBP4 SSR1 STAU2 STK26 SYCE2 SYTL2 TANC2 TAX1BP3 TCP1 TET1 TGFB1 TGIF2 TLE3 TOX TSPOAP1 TUBB2B TWSG1 UBALD2 UBE2E3 UBE2N UBE2R2 WBP1 XYLT2 YPEL2 ZC4H2 ZMYM4 ZNF207 ZNF629 ZNF740 ZNF839 GSE40666_NAIVE_VS_EFFECTOR_CD8_TCELL_WITH_IFNA_STIM_90MIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40666_NAIVE_VS_EFFECTOR_CD8_TCELL_WITH_IFNA_STIM_90MIN_UP ABHD15 ACBD4 ADRB2 AHNAK ANO10 ANTXR2 AP3M2 APEH APP ARHGAP26 ARRB1 ASRGL1 ATL3 ATP6V1E1 ATP8B3 B3GALT4 BTBD19 C16orf54 C3orf38 CAPG CAPZA2 CCDC106 CCDC169 CCNB1IP1 CD38 CD9 CDC14B CEBPZOS CNN2 CNP COTL1 CPNE4 CRIM1 CRIP1 CRLF3 CRTC3 CXCR6 DAAM1 DAZAP2 DDRGK1 DHRS13 DNAH8 DPY19L1 EBAG9 EEF1E1 EMP3 ENDOG EPSTI1 ESRRA ESYT2 EVI2B F2R F2RL2 F2RL3 FANCL FASLG FBXL4 FBXO22 FBXO8 FECH FLI1 FOXN2 FSCN1 FZD5 GABRR2 GCLC GLIPR2 GM2A GMFG GMPPA GNA15 GNPTG GPD1L GPR18 GPR183 GPR34 HLA-DQA1 HLA-DRA HSD11B1 HSD17B7 HYAL3 IFITM10 IGFLR1 IRF5 IRGM ITGA7 ITGB7 KCNH3 KLK9 KLRD1 LATS2 LIMD1 LIPT1 LLGL2 LPCAT2 LRRIQ4 LYPD6B MACIR MACROD1 MFSD14A MRM1 MS4A6A MYL12B MYL2 MYO10 MYO6 NACC2 NFIC NIBAN1 NKG7 NKIRAS2 NLN NOD1 NSMAF NSUN7 NUDT18 P2RX7 PCDH9 PCDHB2 PCED1B PCSK1N PCTP PDCD10 PDCD4 PDE1A PDE2A PDE5A PELI1 PHC3 PIP4P2 PITPNC1 PLAAT3 PLEKHA3 PNPLA2 PNPLA7 POLR1D PPM1K PPM1L PRDM1 PRMT3 PSMB9 PSME1 PTS RAB21 RAB33B RAB7A RAP2B RAPGEF4 RBM7 RBP3 RFLNB RHOC RILPL2 RIPK2 RIPPLY3 RPL6 RTN4R S100A6 SCAMP3 SCPEP1 SELPLG SERINC3 SESN1 SGMS1 SIDT1 SIKE1 SLC16A5 SLC16A8 SMG1 SMIM5 SMPD5 SNX10 SOCS3 SOSTDC1 STARD7 STK38 SUSD3 TAMALIN TAPBPL TBX21 TEX48 THADA THRA THY1 TIAM2 TMX4 TNFAIP8L2 TNFRSF25 TNFSF14 TOM1 TOR4A TRIB2 TRIM15 TRMO TTC32 UBE2F VANGL1 WFIKKN2 ZNF124 ZNF764 GSE40666_STAT1_KO_VS_STAT4_KO_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40666_STAT1_KO_VS_STAT4_KO_CD8_TCELL_DN ACACB ACP4 ADAMTSL5 ADGRG1 AGO2 AMPH AMZ1 ANGPTL8 ANO1 ANO7L1 ANO8 AQP2 ARFGAP3 ARHGAP20 ATAD3C ATP2B2 ATP2B3 BALR6 BCL6B C4BPA CALR3 CAMKK1 CASR CCDC177 CCDC70 CCR10 CD80 CDH13 CEP104 CFAP206 CNN1 CNTF COX6B2 CREB5 CSPG4 CYP2B6 DAPL1 DBH DCD DIPK1B DOC2A DPM1 DUOXA1 DUSP4 EOLA2-DT ESPL1 ETV3 FAM181B FAM205A FBXO24 FETUB FGF22 FIGLA FLYWCH2 FOXG1 FOXN3-AS1 FRMD1 GARIN5A GPR132 GPR183 GPR78 GRIK4 GUCA2B H1-1 H2BW2 H4C9 HAND2 HBEGF HBM HBQ1 HBZ HMHB1 ICAM1 ID4 IGLV4-3 INSIG1 JMJD6 JSRP1 JUN KCNA4 KIF12 KIR3DX1 KLHDC7A KLK4 KRT19 KRT3 KRT75 KY LINC00161 LINC00265 LINC02239 LINC02685 LMNA LMNTD2 LPAR3 LRP12 LY6D LY6E-DT MALT1 MAPK8IP2 MID2 MISP MYO1H MYOZ3 NDUFA10 NECAB2 NEUROG3 NFYC-AS1 NRG1 NRXN3 NTN3 NUP98 NYX OPTC OR5L2 OXCT2 PADI3 PANX2 PAX3 PCDHGA3 PCDHGB6 PCDHGB8P PDGFA PHF21B PHOX2B PIM3 PKP2 PLEKHF1 PLIN1 POLN PPP1R15A PPY PPY2P PRAMEF10 PRAP1 PRDM8 PRMT8 PROP1 PROX1-AS1 PTGDR2 PTPRG RARB RASSF5 RET RNASE11-AS1 SELENOK SFRP1 SH2D1A SLC2A3 SOCS3 SPATA31C2 SRPK3 STUB1-DT SYNM TBC1D28 TBX2 TCP11L2 TEX22 TMEM179 TMEM204 TMEM254-AS1 TNFAIP8 TNFRSF14-AS1 TNFRSF25 TPSG1 TRAV12-2 TRIM42 TRIM61 TRPC2 TSPAN10 TULP1 UBE2QL1 UBTD2 USP12 UTS2R ZMIZ1 ZNF169 ZNF189 ZNF341 ZNF395 ZNF653 ZRANB2-AS1 GSE40666_STAT1_KO_VS_STAT4_KO_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40666_STAT1_KO_VS_STAT4_KO_CD8_TCELL_UP ABCA7 ACSS2 ACTR1B ACTR8 ACY1 ADCK1 AGO4 AIDA ANAPC10 ANKIB1 ANKRD37 AP2S1 AREL1 ARHGEF18 ARHGEF6 ARMC8 ASAP2 BBS1 BBS12 C7orf31 CAD CARD19 CARD6 CCDC92 CCP110 CDADC1 CDCA7L CDKL3 CEP152 CETN2 CHCHD5 CHEK2 CIAO1 COQ3 COQ8A CTBP2 CTDSP2 CTDSPL2 CTNNBL1 CUEDC2 CUL4B CYB561D2 CYC1 DAGLB DCAF10 DCBLD1 DDI2 DEF8 DENND6A DERA DHRS4-AS1 DMAC1 DNAJC14 DNAJC28 DNTTIP1 DOLK DPY19L4 DSTYK DUSP11 ELF2 EMC10 EPRS1 EPS8L1 EXOC1 EXTL2 FAM50A FIGNL1 FLI1 FPGT FRYL GAB3 GABPA GIGYF2 GMFG GMPR2 GOLPH3 GPN2 GPR82 GSTCD GTF2H2 HDHD2 HIBADH HMGN5 HSF2 IL17RA IMPA2 INPP4A KANSL1 KCTD3 KIF22 KLHDC1 KLHDC2 KLHDC3 KNTC1 L3MBTL3 LMLN LOXL3 LYL1 MAP3K3 MAPK14 MARCHF6 MARK3 MBIP MBLAC2 METTL13 METTL8 MIA2 MIGA1 MIS18A MMADHC MRPS15 MTMR14 MTMR2 NAP1L4 NDUFA2 NDUFA3 NDUFS8 NELFE NGDN NOA1 NR2C2 NUDT6 NVL PACSIN2 PARP1 PCSK5 PELI1 PELI2 PFKFB4 PI4KA PLCL2 PLPP6 POC5 POLR1H POLR2F PRDX4 PRIM1 PRIM2 PRIMPOL PRPSAP1 PRUNE1 PSD3 RBMX2 RFC1 RFC2 RFX7 RNF113A RNF167 RTN4IP1 SCAND1 SEC22A SESN1 SETDB1 SFXN4 SLC25A14 SLC2A4RG SMC2 SMG8 SNX14 SP2-AS1 SPDL1 SPRYD4 TALDO1 TFDP2 TFPT TIGD2 TIMELESS TLCD2 TM9SF2 TMCO3 TMEM161B-DT TMEM223 TMEM9B TOR1AIP1 TP53INP1 TRAPPC12 TRAPPC5 TRIM33 TRPC4AP TTC31 TTLL5 TWF2 TYSND1 UROS UTP3 VAMP8 VIPAS39 VPS72 WBP1L WSB1 ZCCHC24 ZNF133 ZNF2 ZNF283 ZNF658 ZNF879 ZSCAN26 ZYG11B ZYX GSE40666_STAT1_KO_VS_STAT4_KO_CD8_TCELL_WITH_IFNA_STIM_90MIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40666_STAT1_KO_VS_STAT4_KO_CD8_TCELL_WITH_IFNA_STIM_90MIN_DN ABO ACACB ADAMTSL5 ADCY5 ADGRB2 ALOX12B ANGPTL4 AQP10 ARL8A ATG12 ATP1A3 BHLHE40 BMS1P2 BTG2 C11orf97 C17orf98 C1orf35 C4BPA CACNA1B CADPS2 CASKIN1 CASZ1 CCK CCL4 CD177 CDC42SE1 CDH20 CDK5R2 CEP104 CERS4 CFAP52 CFLAR-AS1 CHRNB2 CIB3 COX6C CPLX1 CPNE8 CPXM1 CRCP CROCCP2 CSRNP1 CXCL2 CXCL8 DBH DCUN1D1 DEFB124 DHH DIPK1B DIRAS2 DOC2A DSCAM-AS1 DUSP2 EGR1 EGR2 EGR3 ELOA3P ENAH ENTPD2 EXTL3 EZHIP F3 F7 FAM149A FAM167A-AS1 FAM83A FOSB FZD1 GATA6 GJA4 GKN1 GPR183 GUCA1B HABP2 HBEGF HBM HIF1A HMHB1 HTR1B IER3 IGHMBP2 INSIG1 JUN KBTBD8 KCNN3 KCNQ4 KIAA1614 KIF12 KLK4 KPNB1 KRT13 LAG3 LINC00161 LINC01854 LINC02593 LINC02907 LINGO3 LOXL4 LRP6 LRRC36 LY6E-DT MAP2K3 METTL21C MIR124-1HG MIR924HG MROH2A MYOCD NDEL1 NFE2 NKX1-1 NMNAT3 NOXO1 NR2F2-AS1 NR4A1 NR4A2 NR4A3 NTN3 NTN5 OPTC OSM OTUD7A PAGE1 PCDHB11 PCDHGB8P PCP2 PIM3 PIWIL2 PJA2 PLAU PLPP2 PLVAP POLN POU2AF2 PPP1R15A PPP1R8 PPY2P PTGIR RANBP9 RBP5 ROS1 RSPH4A SARAF SELENOK SH2D1A SH3GL1P2 SLC25A3P1 SLC29A2 SLC2A3 SNHG10 SNORA68 SNORA78 SOCS3 SOX18 SOX21 SPAG11B SPTBN1 SSTR2 ST3GAL3 SUCNR1 TAMALIN TAX1BP1 TBC1D28 TCP11L2 TEX29 TIPARP TMEM88 TNF TNFRSF14-AS1 TRIM15 TRO TSC22D1-AS1 TSHB UBE2H UBE2QL1 UBE2W VAX2 VEGFA VN1R4 VWA1 WTIP ZDHHC14 ZNF24 ZNF467 ZNF652 ZNF831 GSE40666_STAT1_KO_VS_STAT4_KO_CD8_TCELL_WITH_IFNA_STIM_90MIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40666_STAT1_KO_VS_STAT4_KO_CD8_TCELL_WITH_IFNA_STIM_90MIN_UP ACO2 ACSL4 ADRM1 AKT1S1 ANKRD50 ANKZF1 APEH AQR ARAF ARHGAP19 ASXL1 ATG9A BBS12 BCOR BUB3 C17orf80 C1orf21 CAMTA2 CCDC117 CCDC137 CCDC159 CCDC7 CCDC77 CDKN1B CFAP36 CHCHD5 CIP2A CNOT2 CNTRL COG5 COMMD3 COQ6 COX5B CYB561D2 CYC1 CYREN CYTH1 DCP1B DCT DGCR8 DHRS4-AS1 DHRSX DHX38 DIS3L DPP8 DPY19L4 DTWD1 DUSP18 EEPD1 EFTUD2 EHBP1L1 EIF3H EMC10 ERLEC1 EXOC3 FAM50B FAM86B1 FARS2 FAU FBXL17 FOXRED1 GIMAP8 GLCE GLT8D1 GLTP GMPS GP5 GRAMD2B GSTA1 H2BC3 HMGB3P1 HNRNPUL2 HTR2B IDH3G IFT172 INTS7 IRF2 KATNA1 KATNIP KBTBD6 KCNK1 KCTD14 KIAA0319L KLHDC1 LANCL2 LNPK LRRC37A2 LRRC8D LSM10 LXN LZTFL1 MARK3 MBD5 MCM5 MEN1 METTL25B MIA2 MIS18A MRPL41 MSH3 MTA3 MVB12A MVP MYCL NADSYN1 NAGS NAP1L4 NCAPG2 NCOA1 NIF3L1 NKIRAS2 NOVA1 NR1H2 NR3C1 NRGN NUDT6 OGFOD3 PARP15 PARP3 PFKM PIK3CA PKD2 PLCL1 PLEKHG7 PLPP6 PPP1R3D PRAF2 PRCC PRKCD PRKD2 PRL PRMT6 PRRG4 PRXL2B PSMG1 PYGO2 RABGGTA RALGAPA2 RALGAPB RBM42 RFXANK RHOT2 RNF123 RPS11 RSPRY1 RTF1 SETDB1 SHKBP1 SIK3 SKAP2 SLC25A34 SLC25A39 SLC2A4RG SMCHD1 SOWAHC SPACA9 SPAG7 STK36 SUPT20H SUSD3 TACC3 TAF7L TALDO1 TERF1 TFDP2 TNFAIP8L1 TOP3A TRAPPC2 TRMT2A TTC38 TXK TXNDC11 TYK2 UCK1 USP16 USP32P2 VIRMA WDR19 WDR35 WDR59 WSB1 XPO4 XRCC5 ZCCHC24 ZFP91 ZFYVE1 ZMYM2 ZNF10 ZNF174 ZNF226 ZNF230 ZNF250 ZNF256 ZNF436 ZNF519 GSE40666_UNTREATED_VS_IFNA_STIM_CD8_TCELL_90MIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40666_UNTREATED_VS_IFNA_STIM_CD8_TCELL_90MIN_DN AIFM1 AKT1 ALDH5A1 ANAPC10 ANKRD35 AP1M1 AP2M1 ARHGEF9 ARMCX5 ARV1 ATP5PF ATP6V0D1 ATR BAG5 BANF1 BBS4 BIN3 BRIX1 BTBD3 C10orf143 C11orf65 C1orf53 C9orf78 CAD CAMK2G CCP110 CCT6B CENPQ CEP152 CHMP3 CHN2 CIAO2B CLCN3 CNPY3 COG2 COQ6 COQ9 CREB5 CRTAP CRYZL1 CTBP2 CTH CUTA DAGLB DDIAS DDX39B DENND6A DERA DMAC1 DNAJB1 DPM1 DRG1 EFCAB2 EFTUD2 EGR2 EHMT1 EIF2A EIF2D EIF3LP3 ELP4 EMC10 EVL FRMD4B GDPD1 GPR34 GPR82 GPX1 HMGN5 HNRNPDL ID1 IMPA2 IMPACT ING4 KAT2B KCTD5 KDM7A KLHDC3 LINC00667 LOXL3 LSM12 MAML3 MAP7 MAPKAPK3 MBOAT1 MCM6 METTL25B MFAP3 MIPEP MRPL24 MRPL3 MRPS24 MSH3 MSRA MTFR1 N4BP2 NAIP NDC1 NDST1 NDUFA2 NDUFAF5 NIBAN2 NOL10 NPTN OGFOD3 OXNAD1 PACSIN2 PAICS PAK1 PDK1 PHKG2 PIGH PIK3C2A PIK3CA PLCL2 PLEKHH1 PLXND1 PMPCA POLE4 POLR2L PREP PRMT2 PSD4 PSMG4 PSTPIP1 PTAFR PTGS1 RCN2 RHBDD2 RLIM RPAP2 RPS26 RPS6KA3 RPS6KB1 RRS1 RSL1D1 S100A6 SCAND1 SFXN4 SKA2 SKAP2 SLC35D1 SLC38A6 SLC39A10 SLC39A3 SMC5 SNRPD1 SNX18 SOWAHC SP2-AS1 SRA1 SRM SRSF6 STN1 SYAP1 TACC3 TALDO1 TCEA2 TCHP TEX264 TFAM TFDP2 THBD TMCO1 TMEM160 TMEM183A TMEM243 TMEM9B TOMM70 TOR1AIP1 TOR2A TP53RK TPST2 TRAM2 TRAPPC12 TRAPPC14 TRIAP1 TRMT1 TRMT10C TSHZ3 TSPAN32 TTLL5 TXK TXNDC17 UBA5 UGP2 UHRF1 UQCRH UQCRQ UROS UTP11 VMA21 WDR1 WDR46 WIPF2 ZNF195 ZNF367 ZNF813 ZNHIT1 ZWINT GSE40666_UNTREATED_VS_IFNA_STIM_CD8_TCELL_90MIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40666_UNTREATED_VS_IFNA_STIM_CD8_TCELL_90MIN_UP ACP4 ADAMTS10 ADCY5 ALPI AMBP ANKRD26P3 ANO1 ANO8 ARAP2 ARF6 BCL6B C11orf97 C14orf180 C20orf181 CALCB CALHM5 CATSPERG CCDC103 CCDC157 CCDC158 CCDC70 CD109 CD274 CERS4 CHODL CLIP1 CNTF COL4A6 CPEB3 CSPG4 CYP2B6 DCHS2 DDC DDX51 DEFA4 DGCR6L DOT1L DUOXA1 DUSP5 DUXAP10 EDARADD EEF1A2 EMX1 ENAH ENSG00000230725 EP400P1 EPSTI1 EXTL1 FAM170A FFAR1 FOXP2 FRMD1 FSCN2 FZD9 GALR2 GALR3 GATA6 GOLGA4 GPD2 GPR78 GUCY1B2 GUCY2D GVQW3 H1-1 HELZ2 HOXA10 HSH2D IFI44 IFIT3 INSIG1 KCNC2 KIR3DX1 KITLG KLK4 KMT2D KRT19 KRT3 KRT75 KRTAP8-1 LCE1E LDHA LINC00161 LINC01019 LINC01622 LINC02028 LINC02579 LINC02907 LINGO1 LINGO3 LIPG LRP12 LRRC27 LYPD4 LYST MARCKSL1 MAST4 MATN1 MFAP2 MIR124-1HG MIR34BHG MLNR MMP16 MOS MPP2 MPP3 MROH2B MSANTD3 MUC4 MVK MX1 MYCN MYLK-AS1 NCDN NECAB2 NEO1 NKPD1 NODAL NRL NUDCD1 OBSL1 OR10C1 OR4C1P OR6W1P OXCT2 PADI3 PALS2 PARP9 PCOLCE PGGHG PICART1 PIM3 PLAT POM121L12 POU4F2 POU5F1B PPP1R27 PPP2R3B PPP4R2 PRNT PROX1-AS1 PRRT2 PTGDR2 PYCR1 RBM46 RCOR2 RHAG RNASE11 RNF151 RP1L1 RPS6KA6 RTP4 SERPINB9 SFRP1 SH2D1A SLC22A23 SLC2A3 SLC39A14 SLC7A5 STRN3 STUB1-DT SUGT1P1 SYT9 TCL1A TENT4B TEX22 TMEM171 TMEM179 TMEM221 TMEM61 TMEM88 TMIGD2 TNFAIP8 TNMD TRPM6 TSPEAR-AS2 TSSK2 UBE2E1 UBE2NL UBE2QL1 UBE2Z UNC5A UST VAV2 WFIKKN1 WNK2 ZNF536 ZNF707 GSE40666_UNTREATED_VS_IFNA_STIM_EFFECTOR_CD8_TCELL_90MIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40666_UNTREATED_VS_IFNA_STIM_EFFECTOR_CD8_TCELL_90MIN_DN ABHD16A ACAP3 ADAM17 ADI1 AIFM1 AIG1 ALDH5A1 ALDH6A1 ALG5 ANAPC15 ANPEP ARFIP1 ARHGAP9 ARHGDIB ARMCX5 ARV1 ATPSCKMT BNIP1 BTBD3 C1QBP C1orf54 C2orf69 CASP6 CCND3 CCT6B CENPB CENPN CENPU CH25H CHN2 CIAO2B CLCN3 CLTA COMMD5 CORO1A COX8A CREB5 CTBP2 CUTA CYTH4 DAGLB DCUN1D5 DHX40 DOK2 DTWD1 DUSP2 EEF1AKMT2 EFTUD2 EGR1 EGR2 EIF2A EIF3D ERCC1 EXOSC9 FAM76B FCER2 FEN1 FITM2 FLVCR2 FOXQ1 FOXRED1 GCNT1 GLIPR1 GMFG GOLIM4 GPD1L GPR34 GTF2A2 HADH HCLS1 HPGDS IER2 IFT74 IMPA2 INSIG1 JADE1 JMJD6 KCNK13 LIAS LINC00667 LRRC58 LSM4 LSM7 LYRM7 MAGED1 MAGOH MAP2K6 MAP7 MBNL3 MCM6 MED31 MEF2C MGST2 MLH1 MPPE1 MRPS12 MRPS24 MSRA MTFR1 MTMR14 MTREX MYCBP NAA10 NAIP NARF NCF2 NDC1 NELFCD NIBAN2 NLRP3 NPM3 NUDT9 OLFML2B OLFML3 OST4 PAK1 PCSK5 PCTP PDGFA PDLIM2 PET100 PEX1 PI4KB PMPCA POLR2L PPFIBP1 PPP2CB PRADC1 PREP PROS1 PSMC5 PSMD6 PSMG4 PTGS1 PTPN6 PYCARD RAB14 RAB31 RAB4B RAB7B RASSF5 RBL1 RFC5 S100A4 SAMM50 SATB1 SERTAD1 SHQ1 SKA2 SKI SLA SLC10A7 SLC12A9 SLC22A18 SLC35D1 SLC38A6 SMIM29 SNX4 SNX8 SPTSSA SRSF2 SRSF6 STRAP STXBP5 SULT1A1 SYAP1 TDRKH THBD TM2D1 TMEM273 TMEM64 TOMM70 TOP1MT TP53RK TPM3 TPRKB TRIAP1 TRMT10C TSHZ3 TUT7 U2AF1 UBE3D UHRF1 UQCRH URM1 UROS USP16 VCP VMA21 VPS45 WDR37 ZNF263 ZNF367 ZNF609 ZNF697 ZNHIT1 ZSCAN9 ZW10 ZWINT GSE40666_UNTREATED_VS_IFNA_STIM_EFFECTOR_CD8_TCELL_90MIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40666_UNTREATED_VS_IFNA_STIM_EFFECTOR_CD8_TCELL_90MIN_UP ACAP3 ACOT4 ACP5 ACSF2 ACTA2 ADGRB2 ADGRE5 AHNAK AKAP5 AKR7A3 ALOXE3 AMMECR1 ANXA2 AP2S1 ARHGAP31 ARHGAP44 ARL14 ATP1A1 ATP2B4 ATRNL1 BAIAP3 BATF BCAS1 BCAT1 BHLHE40 BID BIN1 BMF C3orf49 CAB39 CALHM2 CAPG CAPN2 CARM1 CASP8 CCHCR1 CD151 CD27 CD44 CD68 CD86 CD99 CDCA7 CDKN2A-DT CDYL2 CFLAR CHAD COL4A3 COL4A4 CORO7 COTL1 COX6A1 CPED1 CPNE5 CPPED1 CRIP1 CS CTSA CTSV CYB5D1 DAAM1 DEPDC5 DNAH8 EBI3 ECE1 EEIG1 EHD1 EHD3 FAS GAPDH GEMIN7 GEN1 GET3 GGA1 GOT1L1 GPR25 GSTK1 GTDC1 HFE HIPK2 HK1 HMOX1 HMOX2 HOMER3 HSH2D IL36G ITGA3 ITGAL ITGAM ITGAX ITGB1 ITGB7 ITPRIPL2 JDP2 KEAP1 KLHL18 KPNA2 LGALS1 LGALSL LINC00299 LPXN MAGI3 MAP3K7CL MARCKS MAST4 MDFIC MIDN MIIP MNS1 MUC16 MVP MYO1D MYO1F NAPSB NCALD NDST1 NEDD4L NEK6 NLRC5 NME3 NRG4 NYAP2 OR6F1 OSBPL10 PDCD5 PDE1B PHGDH PI4K2A PLCG2 PLEKHG7 PPFIBP2 PPM1L PPM1M PPP1R16B PRAMENP PREX1 PRKCD PRM2 PSEN2 PTP4A3 PTPN1 R3HDM4 RASA3 RBM47 RNF19B RORA RUNX3 S100A10 S100A11 SATB2 SCARB1 SEPTIN8 SFXN1 SLC1A5 SLC25A23 SLC35D2 SLC5A3 SLC7A5 SPANXN3 STK38L SYNPO TAGLN2 TAP1 TAX1BP3 TBC1D27P TBC1D9 TCF7 TEPSIN TFDP1 TFEB TGFBR1 TGM2 TIGIT TKT TLE3 TMEM104 TNFRSF13B TNIP2 TOB2 TRANK1 TRERF1 TRIM47 TRIM8 TUBA4A TUBB4B TWF1 UBE2G1 UBE2N UTS2B VIM VOPP1 WDR1 WDR82 WSCD2 YWHAH ZBTB32 ZBTB7A ZMIZ1 ZNF335 ZYX GSE40666_UNTREATED_VS_IFNA_STIM_STAT1_KO_CD8_TCELL_90MIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40666_UNTREATED_VS_IFNA_STIM_STAT1_KO_CD8_TCELL_90MIN_DN ABCB1 ABCB4 ACAD10 ADARB1 AGPAT5 ALOX5AP ANKRD16 ANKRD50 APLP2 APOBEC3D APOBEC3F APP ARHGAP32 ATP10D BACH2 BCL11A BCL6 BEND5 BLOC1S2 BLOC1S4 BLOC1S6 BMP2K BOD1 BRAF BTBD3 BTG1 BTLA C1orf162 CAAP1 CALCRL CAMK2D CCNG2 CCR7 CD207 CD22 CD38 CD40 CD72 CDCA7L CEMIP2 CERS4 CHD3 CHML CHRAC1 CLCN4 CLN6 CNKSR2 CPD CPSF7 CR2 CRIP3 CTNND1 DDIAS DHX30 DHX40 DPYD ENAH ENC1 ENPP1 ENSG00000286546 EPB41L2 FAM111B FAM234B FAM53B FANCB FCER2 FCRL1 FLACC1 FLT1 FOXP1 FPGS GARRE1 GBP4 GCNT1 GLCCI1 GPAA1 GPR160 GTF2I HILPDA HPSE HS2ST1 HS3ST3B1 HSF5 HVCN1 HYCC1 ICAM2 IFT122 IFT172 IGF2R IKZF2 IL21R IL4R IRF2 IRF4 JARID2 JAZF1 KCNG1 LAPTM5 MAML3 MEF2C MIR223 MMD MOB3B MYO1B NAT10 NCK2 NDUFV3 NETO1 NFATC3 NFKB1 NIPAL4 NREP NRIP1 NUFIP1 OGFRL1 P2RX1 PAIP2B PECAM1 PHLDB2 PIK3C2B PIK3IP1 PLEKHA1 PLEKHA2 PLEKHF2 PLPP5 POLA2 PPFIBP1 PRCP PRICKLE1 RAB30 RAD23B RANBP10 SARAF SAV1 SAYSD1 SELPLG SEMA3D SEMA4A SENP3 SERPINB9 SERPINI1 SESN1 SH3BP2 SIPA1L1 SKAP1 SLAMF1 SLC38A1 SLC38A11 SLC39A8 SLC4A8 SNRK SNX27 SOBP SPPL3 SPRY1 ST3GAL1 STAP1 STRADB SULT1B1 SUPT6H SYT17 TAPT1 TBC1D1 TCL1A TCL1B TCL6 TCTN1 TENT5A THRB TMEM263 TMEM71 TMLHE TNRC6C TOP3A TREML2 TRPS1 TSPAN13 TSPAN3 UBE2E2 UBE2R2 UBL3 USF3 UXS1 VAV3 WWC3 XKRX ZC3HC1 ZCCHC7 ZHX3 ZNF135 ZNF229 ZNF318 ZNF415 ZNF471 ZNF490 ZNF492 ZNF546 ZNF880 GSE40666_UNTREATED_VS_IFNA_STIM_STAT1_KO_CD8_TCELL_90MIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40666_UNTREATED_VS_IFNA_STIM_STAT1_KO_CD8_TCELL_90MIN_UP ABTB2 ACOT9 ADAR ADPGK ADTRP AKT3 ANO2 ATF5 ATOX1 B2M BCL2L14 BPESC1 C1orf105 C1orf21 C1orf94 C21orf62-AS1 C8G CA7 CCDC9B CCIN CCR7 CD58 CDC42EP4 CHRM3 CHST7 CLDN14 CLEC14A CLVS2 CMTR1 CPSF2 CRYBA4 CSF2 CYB561A3 CYB5A CYRIA CYTH3 DAND5 DHX58 DKFZP434A062 DMXL1 DMXL2 DNAJA1 DOHH DPY19L3-DT DTX3L DUSP21 EBI3 EFNB1 ELN EPB41 EPHA7 EPSTI1 FAM166B FBXL8 FTH1P5 G3BP1 GIMAP4 GJB2 GJC2 GPM6A GPR157 GPR32 GSDME GYG2 HAND1 HAO1 HELZ2 HERC5 HIVEP1 HLA-F HTR2B IFIH1 IFNAR1 IGF2BP2-AS1 IL12B IL4I1 IL9R IRF7 IRF9 KLHL4 KMT2D KREMEN2 KRT83 LARGE-AS1 LINC01191 LINC01341 LINC01348 LINC01588 LINC01711 LINC02532 LINC03086 LOXL4 LRRC52 LRTOMT LY75 LYST MAPT MARCKS MFSD6L MGC16275 MICAL3 MIR600HG MLPH MMP9 MREG MSANTD3 MUC1 MX1 MYBL1 MYO1G MYOM1 NCS1 NEURL3 NFE2 NPAS3 NR2F2-AS1 NRP2 NUB1 NUPR1 OAS3 OTOF OVGP1 PARP14 PARP9 PBRM1 PCGF5 PERM1 PGGHG PHF23 PIM1 PIRT PLAAT2 PLAAT3 PLEKHG7 PLK5 PLVAP PLXNC1 PPEF2 PRSS50 PRSS54 PRXL2B PSAP PSME2 PZP RAVER2 RERG RETREG1 RFTN1 RGS1 RNF122 RNF213 RSPRY1 SAT1 SEMA3C SEMA4A SEMA4D SERPINB1 SFRP5 SH3D19 SLAMF7 SLC1A2 SLC27A5 SLC9A9 SMCO1 SMPD2 SNORC SNX15 SPACA1 SRGAP2 SSTR2 STAT1 STAT2 STX1B SYCP1 SYT7 TBC1D10A TCP10L TDRD7 TIMD4 TMEM138 TNFAIP2 TOR3A TPRA1 TPSAB1 TRAFD1 TRMT61A TSC22D1-AS1 TTYH2 UBE2Z ZC2HC1C ZNF408 ZNF467 ZNF705G GSE40666_UNTREATED_VS_IFNA_STIM_STAT4_KO_EFFECTOR_CD8_TCELL_90MIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40666_UNTREATED_VS_IFNA_STIM_STAT4_KO_EFFECTOR_CD8_TCELL_90MIN_DN ABCA4 ABCB1 ABCB4 ACVR1B AGPAT5 ALDH2 APLP2 ARHGAP32 ATP10D ATP6V0A1 BACH2 BCL6 BEND5 BLOC1S2 BLOC1S6 BMP2K BRAF BRMS1L BSDC1 BTG1 BTLA C12orf42 C1orf162 CA13 CAAP1 CCNG2 CCR7 CD200 CD207 CD40 CDC42BPB CDCA7L CEMIP2 CHMP1B CHRAC1 CLCN4 CNKSR2 COA1 CRIP3 CRY1 DCBLD2 DENND11 DENND2D DISP1 DLEU2 DPYD DYRK2 EIF4G3 ENAH FAM169A FAM177B FANCB FANCD2 FBXL4 FLACC1 FOXP1 FPGS FRYL GBP4 GCNT1 GNB4 GNB5 GPR160 GRAP2 HELQ HPS4 HSF5 HYCC1 INPP5A IRF8 JARID2 JAZF1 KANSL1L KCNG1 KDM4C KLF9 L3MBTL3 LAPTM5 LNPEP LYST LYZL2 MAML2 MAP3K8 MAPK13 MBTPS1 MCTP2 MEF2C MTHFR MYO1B MYO9A NBEA NETO1 NFYA NR3C1 NR3C2 NRF1 NRIP1 NSD3 NUDT7 P2RX1 P2RY14 PAIP2B PCED1A PCMTD2 PDE8A PECAM1 PGGT1B PHC3 PHF1 PIK3IP1 PIWIL4 PLEKHA1 PLPP5 PLSCR1 POLR1HASP PPFIBP1 PTK2 PTPRK PUM1 RALGAPA2 RASA1 RNF141 RSBN1 RUNX1 SARAF SATB1 SAV1 SAYSD1 SBF2 SESN1 SH2D3A SHISAL2A SIN3A SIPA1L1 SKAP1 SLC12A2 SLC16A7 SLC25A37 SLC30A4 SLC35D1 SLC38A11 SLF1 SMCR8 SP140L SPEF2 ST3GAL1 STRADB STX7 SYT17 TAC3 TAF1 TAF3 TANGO6 TARS3 TBC1D8B TCTN1 THRB TMEM263 TMF1 TMLHE TMPO TNRC6C TPCN1 TPST1 TRAK2 TREML2 TRPC1 TSPAN3 TXNIP UBE2E2 UHRF2 USF3 USP13 UTRN VAV3 VEGFD VEZF1 VPS13C WWC3 ZFP28 ZHX3 ZNF100 ZNF135 ZNF154 ZNF229 ZNF233 ZNF285 ZNF318 ZNF404 ZNF492 ZNF514 ZNF557 ZNF564 ZNF616 ZNF649 ZNF711 ZNF780B ZNF826P ZNF880 GSE40666_UNTREATED_VS_IFNA_STIM_STAT4_KO_EFFECTOR_CD8_TCELL_90MIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40666_UNTREATED_VS_IFNA_STIM_STAT4_KO_EFFECTOR_CD8_TCELL_90MIN_UP ACOT4 ACP5 ACTG1 ADA2 ADAT1 ADTRP AGPS AHR AK8 ANXA4 AP2S1 APOBEC3B ARF1 ARHGAP44 ARHGDIA ARID5A ARL3 ASPM ATOSB AZIN1 BAIAP3 BAK1 BHLHE40 BICRAL BMF BUB1 C12orf75 C16orf54 C5AR2 CAMKK2 CAPG CAPZB CASP10 CCDC24 CCNE1 CD151 CD226 CDC34 CDYL2 CENPE CHAD CHN2 CMTM7 CORO7 CPPED1 CUTA CYFIP1 DAXX DCPS DNAH8 DPYSL2 DUSP2 EBI3 ECE1 EEIG1 EHD1 EZH2 GET3 GLMP GPRC5D GPRIN3 GRAMD1B GSTK1 GTDC1 GUSB H2BC14 HCK HIPK2 HJURP HK1 HMOX1 HMOX2 HPGD HYOU1 IER2 IL6R ILDR1 INPP4A IRF5 ITGA3 ITGAM ITGAX ITPK1 ITPRIPL2 JPT1 KCNA2 KCNH2 KCNQ5 KEAP1 KLF8 KMT5A KPNA2 LDLR LGALSL LILRB4 LPXN LTK MAP3K7CL MAPKAPK3 MARCKS MCM6 MGLL MLKL MOB3A MRPL4 MSC MT2A MTMR14 MYO1F NANS NAPSA NCF2 NCOA4 NDC80 NDST1 NLRC5 NUGGC OAS1 OGDH PFN1 PI4K2A PITPNC1 PLCG2 PLEKHA7 PLEKHG7 PLIN2 PLK4 PRDM1 PRR11 PSEN2 PTAFR PTPN1 QPCTL R3HDM4 RANBP3 RASGRF1 RASGRP1 RASSF2 RASSF6 RHOF RHOG RNFT2 RSU1 RUNX3 S100A11 SAMD13 SCAMP5 SCFD1 SDF4 SEC14L1 SEC24D SEC61B SFXN1 SH3BGRL3 SHMT2 SLAMF7 SLC16A10 SLC1A5 SLC43A3 SLC5A3 SLC7A5 SLCO3A1 SND1 SPATS2 SRM STK38 STK38L SUOX TAGLN2 TAP1 TBC1D27P TCIRG1 TET2 TFDP1 TFEB TIAM2 TNFRSF17 TRAM2 TRERF1 TRIB1 TRIM47 TUFT1 UBE2G1 UBE2L3 UBE2N USP28 USP46 VDR VOPP1 VSIR XBP1 YKT6 YPEL3 YWHAH ZBP1 ZBTB32 ZBTB7A ZDHHC16 ZYG11A ZYX GSE40666_WT_VS_STAT1_KO_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40666_WT_VS_STAT1_KO_CD8_TCELL_DN ABHD4 ACOT11 ACP3 ACYP2 ADAM19 ADH1C AGPAT2 AHR AKR1E2 ALS2 AMZ1 ANKRD63 APLP1 APOBR ARAP3 ARHGAP26 B4GALNT4 BAHD1 BEND3 BHLHE40 BID BLK BLTP3A C12orf75 C1orf122 C6orf89 CATSPERD CCDC126 CCR10 CCRL2 CD160 CD38 CDKN2B CELA1 CERK CIB2 COBLL1 COMTD1 CRELD2 CRMP1 CRTAP CST7 CTSC CX3CR1 DAGLB DHRS11 DIPK2A DSE DTNBP1 ECI1 EEF2K EGR3 EIF3B ELOA ERO1A F2R FAM167A FAM234A FAM3C FARP1 FBXO22 FGD5 FUCA2 FURIN FZD6 G6PC3 GABARAPL1 GBP4 GCAT GDPD5 GK GNA12 GPN1 HGSNAT HIP1R HLCS ICAM1 IFI30 IFT27 IKZF2 IL18RAP IMP4 INPPL1 ISYNA1 LGI2 LITAF LYN LYSMD2 MAF MAFG MAGED1 MBOAT7 METTL1 MRPL12 MRPL38 MRS2 MSTO1 MYO6 NAGA NCF4 NFIC NFKBIA NFKBIE NR2F6 NRP1 NSMAF NUCB1 PARD6B PCTP PHGDH PHYKPL PLEKHG3 PLS1 PLSCR1 POGLUT3 PON3 PPIC PPP1R14B PRELID3B PRKAR2A PRMT3 PTGES2 PTPN13 PTPN9 PTPRJ PXDC1 QPCT RAB4A RASGEF1B RELL2 REXO2 RHOD RNASET2 RNF19B RNF43 RNH1 RNPEP RORA RPL6 RPS19BP1 RRP1B RRP36 S100A10 SCARB1 SDAD1 SEC24D SEMA3E SERF1A SERPINB9 SH2D1A SH2D2A SHISA2 SLC12A2 SLC22A15 SLC28A2 SLC43A2 SMCO4 SMIM3 SMOX SMYD5 SOCS5 SOCS7 SPRY2 SQOR SRGN SYTL3 TASL TBC1D5 TDRD7 TGIF1 THTPA TJP2 TLCD2 TLCD3A TLE4 TM6SF1 TMEM115 TMEM126A TMEM140 TMEM243 TMEM64 TMTC4 TNFRSF1B TNFRSF21 TNFSF10 TOX2 TRPM6 TSHZ3 TSPAN4 TTYH2 TXNRD2 UNC119 VAMP5 VDR VTI1B WWP1 YBX3 ZBED5 ZC3H7B ZNF23 GSE40666_WT_VS_STAT1_KO_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40666_WT_VS_STAT1_KO_CD8_TCELL_UP ABTB2 ACTN1 ADCY6 ADD1 ADGRG3 ALS2CL ARAP2 ARHGAP29 ARHGAP33 ARHGDIB ARHGEF10 ARMCX1 AS3MT ASXL2 ATG13 BACH2 BBS9 BCL11B BCL3 BCL6 BCLAF3 BICD2 BICDL1 BIRC3 BRDT CA2 CACNA2D4 CACNB3 CBX4 CCDC22 CCM2 CEP57L1 CEP97 CIC CLIC4 DAPK1 DEDD2 DENND2C DGKD DLG3 DOCK11 DUSP10 DZIP1 EDEM1 EIF1 ELOVL7 EPHB6 ERCC5 ESYT2 EZR F13A1 F8 FAM117A FAM168A FAM78A FLNB FMNL3 FNBP1L FOXP1 FRY GALNT6 GIMAP4 GIMAP6 GIMAP7 GPR174 GPRASP2 HCFC2 HLA-DOB IFIT1B IFT80 IKZF4 IL17RA IL4R INF2 INPP5A INPP5F INTS7 IPPK IRF9 KCNH2 KCNN4 KIAA0040 KIF24 KIF3C KLC3 KLF13 KLF7 KLHL18 KREMEN1 L3MBTL3 LAT LETM2 LMNA LRATD2 LRBA LRP12 LRR1 LYPD6B LYST MAPK11 MAPK7 MARCHF7 MFHAS1 MS4A6A MSH6 MTSS1 MX1 MYO10 N4BP2 NCK2 NCOA1 NDRG1 NECAB3 NHERF1 NIM1K NR4A3 NRIP1 NYAP1 PARD6G PCED1B PCGF5 PCYT1A PELI1 PER2 PHF6 PIK3C2A PIP4K2A PLXND1 POGZ POU4F3 PPM1K PPP1R12B PPP1R14C PRKCB PRSS16 PTGIR RAB3IP RALGPS2 RAPGEF4 RASA3 RBL1 RBM38 RELT RIPOR2 RTN4RL1 S1PR1 SATB1 SELENOP SH3GL1 SIPA1L1 SKI SLC16A5 SLC25A27 SLC35D1 SLC35D2 SMC4 SMC6 SORL1 SOX4 SPINDOC SPSB1 SRSF3 ST3GAL1 STAT5A STAT5B STK4 SUN1 SUSD6 SYTL2 TBC1D1 TBC1D14 THEMIS TIPARP TLE2 TM7SF2 TMCC1 TMCC3 TMEM120B TMEM71 TMIE TNIK TRAF4 TRIB2 TUBB TUBB2A TULP3 UBALD2 UBASH3A UNC5CL VANGL2 WASF2 WBP2 WEE2 XPO6 ZBTB18 ZC3H12D ZDHHC15 ZFYVE28 ZNF281 ZNF597 GSE40666_WT_VS_STAT1_KO_CD8_TCELL_WITH_IFNA_STIM_90MIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40666_WT_VS_STAT1_KO_CD8_TCELL_WITH_IFNA_STIM_90MIN_DN ABI2 ADCY6 ADGRG3 ADISSP AKAP1 AKR1C3 ALDH2 ALMS1 ALYREF AOPEP ARMCX1 ARMCX6 ASF1B ATAD5 ATP9A BASP1 BCL3 BIRC5 BLM BRCA2 CA2 CACNG4 CAPG CBFB CCR9 CD7 CDC6 CDCA5 CDCA8 CDK1 CDK2 CENPK CENPM CENPP CENPS CENPW CHEK1 CHL1 CKAP2L CKB CKS1B CKS2 CLSPN CNOT11 CTSW CUX1 DCLRE1A DHFR DHX58 DMRT1 DNAI4 DNMT3A DNTT DSCC1 E2F1 E2F3 ECT2 EGR2 EIF2AK2 EIF4E3 ENTPD7 EPHB6 EXO1 EZH2 FABP5 FAM110B FAM168A FAP FAR1 GMNN GNB4 GPR171 GPRASP2 GSK3B GTF2IRD1 GTF3C1 H2AZ1 HELLS HNRNPD HSPA4L IFI27L2 IFI44 IFI44L IFIH1 IFIT1B IL21 ISG20 JAZF1 KHDRBS3 KLC3 KLF12 KNTC1 LHX2 LIG1 LITAF LMF1 LMNA LRR1 LXN MAD2L1 MAP2 MCM10 MCM4 MCM5 MCM8 MELK MFSD10 MMS22L MSN MX1 MX2 MXD1 N4BP2 NCAPG2 NCMAP NCOA7 NDC80 NDRG1 NELFE NETO2 NIM1K NR4A1 OAS2 OIP5 PAK1 PARD6G PARP9 PCLAF PCNA PLEKHO1 PLOD2 PLXND1 PML POLE POP1 PPM1B PRR11 PSTPIP2 PTGFRN PTGIR PTPRS PURG PUS10 RAB10 RAD54L RAPH1 RASL11B RFC2 RFC3 RFC4 RGCC RNF213 RRAGD RRM2 RSAD2 RTN3 RTP4 RUNDC3A RWDD4 SALL2 SHCBP1 SLC25A38 SLC2A9 SMC2 SMOX SMPD4 SOX4 SPC25 SPSB1 ST3GAL1 STAT5A SYCE2 TACC2 TBC1D19 TCF19 TFRC TK1 TLE3 TMEM64 TMIE TOP2A TOR1AIP2 TP53BP1 TRAF4 TRAFD1 TRIM25 TRIP13 TSC22D1 TSPOAP1 TUBA4A TUBB TUBB3 UBE4B VIM WEE1 YPEL2 ZCCHC12 ZNF821 ZUP1 ZWILCH GSE40666_WT_VS_STAT1_KO_CD8_TCELL_WITH_IFNA_STIM_90MIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40666_WT_VS_STAT1_KO_CD8_TCELL_WITH_IFNA_STIM_90MIN_UP ABCB10 ADGRB2 ADGRE5 ADH1C ADORA2A ANTXR2 ANXA1 AP1M2 AP1S2 APOBR AR ARHGAP26 ARHGAP5 ARL1 ARL13B ARRDC4 ATF4 ATP10B ATP7B ATXN1 AUH BAG3 BANK1 BBS2 BIK BMP2K BRME1 BTBD6 C10orf88 C8orf58 C9orf152 CCNB1IP1 CDIPT CEBPG CERS4 CHAC2 CLIP1 CNN2 CREBL2 CRTAM DAAM1 DAGLB DCXR DEDD2 DENND1B DENND5A DSTN ECI1 EHD3 EID2 ENTREP3 EPS15 ESYT2 ETFBKMT EXOSC1 FAM210B FANCF FBXL14 FBXL4 FBXO22 FBXO8 FECH FHDC1 FUT11 FZD5 GBE1 GCAT GGACT GIMAP7 GLYCTK GNA15 GNPTG GPD1L GPN1 GPR183 GPR34 GRWD1 HERPUD1 HSD11B1 HYAL3 IDH1 IGKC IMP4 IQGAP2 KDM7A KIFBP KLF17 KRTAP7-1 LATS2 LENG9 LNX2 LPAR6 LRFN5 LRRIQ4 LRRN4 LYPD6B MAF1 MAP3K14 MBNL3 MRM1 MRPL38 MVP MYO6 N4BP2L1 NCF4 NCK1 NFATC1 NR1D2 NSMAF OARD1 ORAI2 OSBPL9 OSGIN1 PARD6B PCED1B PDE2A PDE5A PIP4P2 PKP3 PMP2 POC1B POLR1D POLR1G POU2AF1 PPM1K PRDM1 PRF1 PRR13 PRXL2C PTGES2 PTPN14 RAB33B RCHY1 RFLNB RGS6 RHOC RNF216 RNF32 RNH1 RO60 RPL6 RPS19 SCLY SCTR SELENOP SEMA4F SGK1 SGMS1 SIPA1L2 SLC16A3 SLC16A5 SLC25A20 SLC28A2 SLC2A1 SLC35D2 SLC40A1 SLC49A4 SLC4A1AP SLPI SMPDL3A SOCS5 SPRTN SQLE SQOR STAT4 STT3B SYNPR TAMALIN TBX19 THADA TIAM2 TIGAR TMED8 TMEM243 TMEM273 TMEM63A TNFAIP8L2 TNFSF14 TPPP TPRG1L TPST2 TRAF3IP2 TRMO TRMT10C TTC28 TTC39B TTC9C TUSC2 TXNIP UNC119 VMAC VPS28 VTI1B WDR5B WWP1 ZBTB6 ZNF490 ZNF655 ZNF764 GSE40666_WT_VS_STAT4_KO_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40666_WT_VS_STAT4_KO_CD8_TCELL_DN ABCC5 ABCD4 ABHD17A ACAD8 ACTR1B AKIP1 ALDH5A1 AP1M1 ARHGAP15 ARHGAP4 ARHGEF9 ARSD ASB13 ATP5IF1 B3GLCT BBS1 BBS12 BCR C10orf143 C15orf40 C17orf100 C1orf53 CACUL1 CARD8 CASP6 CCDC186 CCDC88A CCNDBP1 CCPG1 CDADC1 CDCA7L CDCP1 CEP95 CHST13 CIAO1 CITED2 CNPY3 COG1 COX11 CPNE2 CRY2 CTDSP2 CUL4B CUTA CYB5D2 CYB5R4 CYREN DCAF10 DECR1 DENND1C DENND2B DENND4C DGKZ DPY19L4 DYNC2LI1 DYNLL2 DYRK4 DZANK1 EAF2 ECT2 EEF1AKMT1 EID2B EIF3H EIF3J-DT EIF3LP3 ELP3 EPB41L4A-AS1 EXOC6B FAM168A FAM50A FAM86B1 FER FXN GLCCI1 GLG1 GMPPA GPR34 GPR82 GPSM2 GRHPR GSS HCG11 HLA-DMB HMGN5 HNMT HS1BP3 ID3 IL12RB1 ILK IMP4 IMPDH1 ING4 JPH4 KCTD3 KLHDC3 KPNA5 LINC00324 LMAN2L LMBRD1 LMLN MAML3 MBOAT1 MCM6 MIS18BP1 MKRN1 MPC1 MPPE1 MPV17 MYL9 NDUFA11 NOA1 NOP56 NT5DC1 NUDT6 ODF2 OLFML2B P3H1 PCNA PI4KA PIH1D1 PITPNM1 PNKP POLI POLR2I POLR3C POMGNT2 PRIMPOL PRPSAP1 PSMD5 PSTPIP1 PTER RAB3D RABGGTA RAC2 RDH10 REXO2 RFC2 RHBDD2 RIN3 RMND1 RNF141 RNF187 S100A6 SAR1B SDHB SESN1 SIGLEC7 SIVA1 SLC2A4RG SLC46A3 SLFN11 SNX14 SPA17 SPRYD4 STK36 SUSD1 SYNE1 TIMMDC1 TLN1 TMCO1 TMEM164 TMEM170B TMEM266 TMEM59 TMEM87B TMEM9B TMX4 TNFRSF10D TOE1 TOMM40 TOR1AIP1 TP53INP1 TPCN1 TRAPPC10 TSPAN32 TXK TXNDC12 UBA7 UBE2Q2 UBLCP1 UCK1 UROS VPS53 VSIR WDFY3 WWP1 XRCC1 YPEL2 ZBED3 ZBTB44 ZMYND12 ZNF174 ZNF266 ZNF329 ZNF367 ZNF394 ZNF565 ZNF766 ZSCAN16 GSE40666_WT_VS_STAT4_KO_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40666_WT_VS_STAT4_KO_CD8_TCELL_UP ACACB ACOT9 ALPI ANO7L1 ANO8 AQP10 ATF7IP BPIFB2 C11orf97 C4BPA CACFD1 CACNA1G CALHM5 CALN1 CBLC CCDC70 CCDC85C CCK CCNA1 CCR10 CELP CERS4 CFAP206 CHRDL2 CLDN20 CNFN COL17A1 CPXM1 CROCCP3 CSF3 CYLC2 CYRIA DBH DDC DDI1 DHX58 DICER1-AS1 DIRAS2 DLEC1 DOC2A DUOXA1 DUSP15 E2F4 ENSG00000284948 EPHA5-AS1 EPHB4 EPSTI1 FAM170A FAM187B FAM24A FAM9C FBXL19-AS1 FBXO24 FHAD1 GABRA1 GAL3ST2 GALR3 GATA6 GJD3 GNAL GPR6 GREP1 GRIK1-AS1 GRIK4 GRK5 GUCY1B2 GUCY2D GVQW3 H1-8 HABP2 HAND2 HAPLN1 HBQ1 HECTD1 HLA-F HOXB9 HRH3 IL1RAPL1 IL4 JAM2 JSRP1 KCNH1 KCNK10 KCNQ1OT1 KLF12 KLK4 KLLN KMT2D KRT19 KRT2 LINC01348 LINC01854 LINC02028 LINC02685 LINGO3 LITAF LMCD1 LYST MAGEA4 MAGIX MAPT MARCKS MATN1 MCF2L-AS1 MIR124-2HG MIXL1 MLPH MMP28 MSANTD3 MX1 MYOCD NEO1 NFE2 NGB NGF NKD1 NKX2-1 NLRC5 NODAL NRP2 NTNG1 NTSR1 NUPR1 OR10C1 PANX2 PAX2 PCARE PCDHB6 PCDHGA3 PCDHGA8 PGGHG PHF21B PHOSPHO1 PIM1 PKD1L2 PKP2 PLVAP PLXNC1 POLN PPP2R3B PRRT2 PTGDR2 RAB10 RETREG1 RNASE11 RPS6KA6 RTP3 SCNN1G SCUBE1 SDCBP2 SEMA3C SEMA3F SEMA4C SFRP1 SFTPC SLC1A2 SLC25A41 SLC7A13 SLC8A2 SMOC1 SMPD2 SNORA74A SPRY1 SSTR2 STAT1 TBX2 TBX5-AS1 TCL1A TDRD7 TESMIN TEX29 TMEM204 TMEM238 TMEM61 TNFAIP2 TPSG1 UBE2QL1 UTS2R VWA5B2 WNT1 WNT9B ZBTB17 ZBTB32 ZNF395 ZNF653 ZNF831 GSE40666_WT_VS_STAT4_KO_CD8_TCELL_WITH_IFNA_STIM_90MIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40666_WT_VS_STAT4_KO_CD8_TCELL_WITH_IFNA_STIM_90MIN_DN ABI2 ACOT11 ACYP2 ADAM8 AHR AK7 ALAD ANKRD63 APLP1 ARHGAP18 ASNS ATF6 ATP8B4 B4GALNT4 BBS12 BID BOLA3 C11orf54 C1orf122 CARNMT1 CCRL2 CD160 CD38 CD40 CD99 CDKN2A CEP41 CFAP20DC CHEK1 CKS1B CLSPN CMTR1 COMTD1 CRELD2 CRMP1 CRTAP CST7 CTSA CTSW CX3CR1 DCTD DGCR2 DHX58 DNAJC18 DTNBP1 EGR2 EIF2AK2 EIF4EBP2 EMID1 ENDOD1 ENG F2R FABP5 FAM162A FAM167A FAM174B FAM3C FAR1 FARP1 FES FGD5 FKBP2 FLOT1 FOSL2 FOXRED2 FRRS1 GNPTAB GTF2IRD1 HACD3 HGSNAT HIVEP3 ID2 IFIT1B IKZF2 IKZF3 IL13 IL17RB IL18R1 IL1R1 IL4 IPO7 KCTD12 KLHL25 KLRD1 LCLAT1 LGALS1 LITAF LPXN LRPPRC MAFG MAGED1 MCM5 MCM8 MCRIP2 MGLL MRPS6 MSRA MTHFD2L MYB NAGA NCMAP NEFH NEK6 NKG7 NT5M NTRK3 OAS1 OAS2 ORAI3 OSBPL5 PAK1 PARP12 PEBP1 PEX5 PFAS PFDN1 PGAM1 PHGDH PLAC8 PLK3 PLS1 PON3 PPA1 PPIC PPP1R14B PRKCH PSEN1 PTPRF PTPRJ PXDC1 RAB32 RAB4A RABGGTB RAD51B RANBP1 RAP1A RASSF5 RGCC RHOD RNF144A RNF145 RNF149 RNF43 RPS19BP1 RRP1B RTN3 RUNX3 S100A10 SALL2 SCAMP3 SCARB1 SCPEP1 SCRN2 SEMA4A SEPTIN11 SH3BGRL2 SHMT2 SLC17A5 SLC29A1 SLC39A6 SLC3A2 SLC43A2 SMARCB1 SMCO4 SMIM3 SMYD2 SOAT1 SRGN SRM SRSF9 SSBP3 STK26 TCEAL9 TCP1 TDRD7 TGIF1 TJP2 TLCD2 TLE4 TLR7 TMEM126A TMEM39B TMEM64 TRAFD1 TRIP13 TRPM4 TRPV2 TSPAN4 UBE2E2 UBE2V1 UNC119 VAMP5 VDAC1 WEE1 WFIKKN2 XBP1 XCL1 YBX3 ZNF518B ZNF629 GSE40666_WT_VS_STAT4_KO_CD8_TCELL_WITH_IFNA_STIM_90MIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40666_WT_VS_STAT4_KO_CD8_TCELL_WITH_IFNA_STIM_90MIN_UP ACAP2 ACOXL ACSS1 ACTN1 ADD1 ADGRE5 ADRB2 ALDH6A1 ANGEL1 ANKRD44 APLP2 ARHGAP29 ATP11C BACH2 BBS9 BBX BCL11B BMP2K C12orf29 C16orf54 C2orf68 C8orf58 CACNA2D2 CALCRL CARD6 CASP8 CCDC22 CCM2 CCNB1IP1 CDC14B CDIPT CELF1 CFLAR CNN2 CNST CRLF3 CRTAM CYP2S1 CYTH3 DAAM1 DEDD2 DHX40 DIPK1A EDEM1 EFS EMB EMC2 ENPP4 ENTREP3 ERC2 ESYT2 ETFBKMT EXD1 FAM78A FBXO17 FHIP1B FLI1 FMO5 FOXJ2 FOXK1 GALR1 GFOD2 GIMAP5 GPBP1 GPC1 GPR146 GPR174 GPR180 HERC3 HERC4 HID1 HIPK1 HSD11B1 IBTK IDS IFT80 IGKC IL4R IL6ST IMPDH1 INPP5F ITGB7 JADE2 JCHAIN KBTBD8 KCNE4 KCNN4 KYAT1 LDLR LETM2 LFNG LRRC23 LRRC24 LYPD6B MAF1 MAN1A1 MARCHF7 MBP MFHAS1 MITF MPP1 MS4A6A MYO10 N4BP2L1 NACC2 NCK1 NCK2 NEDD4L NIN NOD1 NSUN6 NUMB OSBPL9 OSM OTULINL PACS1 PACS2 PANK3 PAQR7 PCED1B PCGF1 PCSK9 PDCD4 PDE4DIP PDE5A PEX26 PHYHD1 PPM1H PPM1K PRF1 PTPRA QPRT RAB11FIP2 RAB33B RAB3IP RASA3 RASGRF2 RASGRP1 RFLNB RGS14 RGS6 RSBN1 RTN4RL1 SARAF SEC22C SELENOP SETD4 SGK1 SGMS1 SLC16A5 SLC30A1 SLC30A7 SLC35D2 SMAD5 SMC4 SMC6 SPACA1 SPICE1 SQLE SQOR STIM2 STK38 SUSD6 TBC1D14 TBXA2R TDRP TERF1 TGFBR3 TGM4 THADA THEMIS THY1 TIPARP TMED8 TMEM141 TMEM63A TMEM71 TNFRSF25 TNIK TNRC6B TRAF3IP2 TRAT1 TRIB2 TRMO TSC22D3 TXNIP USP24 VSIR WASHC3 WDR20 XPO6 ZBTB2 ZBTB6 ZFAND6 ZNF280B ZNF383 ZNF526 ZNF563 ZNF655 ZSCAN20 GSE40685_NAIVE_CD4_TCELL_VS_FOXP3_KO_TREG_PRECURSOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40685_NAIVE_CD4_TCELL_VS_FOXP3_KO_TREG_PRECURSOR_DN ABLIM3 ABO ACADVL ACTG2 ADGRL1 AGBL5 ALLC AMZ1 APCDD1 APCDD1L ATP10B ATP5F1A ATP6AP1-DT BCAP31 BCAR1 BIRC5 BTG1 C12orf54 CA14 CABP1 CACNG2 CACNG5 CALM3 CAMTA2 CBX1 CCR4 CD101 CKAP4 CLEC4C CLUHP3 COL4A2 COL6A1 COL6A2 CPEB1 CRYBB2P1 CSN3 CSTB CTSH CXCR5 CYB5R3 CYP4F22 DDR2 DEF8 DEXI DHX30 DNAI3 DNAJC12 DNER DOCK3 DPCD EFS ELOVL5 FAM83D FARP1 FBXO39 FBXW9 FERMT2 FGF18 FLNB FSTL5 GBE1 GDA GLT8D1 GNB1 GOLGA6L2 GOLGA7B GPC3 GPC6 GREM2 HAGH HAO1 HARS2 HDAC10 HDAC9 HS6ST1 HSD11B1L HYAL1 IGFBP2 INPP5A INTS5 INTU ITGA3 ITGAX ITGB1 ITGB3 JUP KRT10 KRTAP10-9 LGALS1 LGI2 LINC00479 LINC02210 LRP1 MAP1A MCEE MELTF MINDY1 MIR138-2 MMP11 MMP27 MMP28 MRGPRF MTMR1 MYF6 NAA16 NAV2 NCBP2L NCK2 NCKAP5L NEDD9 NEGR1 NLRP9 NOL4L-DT NPBWR2 NRF1 OR2H2 OR2L2 OR6K3 OR7G2 PABPC4 PC PDE4D PDZD4 PHLDA3 PIP5K1B PLA2G15 PLEKHB2 PLP2 PLSCR3 PLXND1 PNPLA6 PODXL PRKN PRSS23 PSD3 RAB11FIP1 RAB33A RAB38 RASAL1 REM1 RFPL2 RP9P RPS28 S100A10 SCIN SDK1 SERINC2 SERPINB5 SIGLEC15 SLAMF9 SLC16A10 SLC25A17 SLC25A29 SLC2A5 SLC39A4 SLC6A7 SLCO5A1 SMARCA4 SNHG32 SOHLH2 SP3P SPARC SPTBN1 SQLE SRM STARD9 STRIP2 SYTL2 TBC1D8 TCF3 TMEM14C TMEM171 TMEM44 TMEM98 TMPRSS2 TNFAIP8L3 TNFRSF9 TNFSF14 TPST1 TRAP1 UBTD1 UCN2 UTS2B VIM VLDLR VNN1 WDR27 WFS1 ZCCHC18 ZDHHC7 ZNF236 ZNF250 ZNF697 ZNF774 ZNRF1 GSE40685_NAIVE_CD4_TCELL_VS_FOXP3_KO_TREG_PRECURSOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40685_NAIVE_CD4_TCELL_VS_FOXP3_KO_TREG_PRECURSOR_UP ACTR1A ACY1 ADAM8 AHNAK AKTIP ALG8 ALOX15B ANP32E ANXA1 ANXA6 AP1G2 APOA4 ARL5A ARPP19 ARSB ASB1 ASGR1 ATP1A2 B4GALT1 BCL2L1 BCL6B BRCA2 C21orf91 C9orf85 CAAP1 CACTIN CALR CAPG CCL4 CCND2 CCR2 CD200R1L CD79B CD86 CDKN2B CEP83 CFAP119 CHD7 CHMP5 CHSY1 CIP2A CKS1B COX15 CREB1 CRIP1 CRY1 CRYBG1 CRYZ CTSC CYP2S1 CYTH2 DCAF15 DKKL1 DLST DMRTB1 DNAJC15 DOHH DSCC1 DSTN DYNLL1 EHD1 EIF2AK3 ENKD1 EPAS1 ERP29 EXOC5 EXOSC9 F2RL2 F2RL3 FAM124B FAM20A FAM89B FASLG FBXO17 FCGRT FCHO1 FKBP1A FKBP1B FOXRED1 FSTL3 G2E3 GEM GLIPR1 GOLM1 GPR65 GRM5 GUCY2D H2AX H2BC13 HAS3 HK2 HMGB2 HRH2 HSPA8 HUS1 IFITM2 IL2RB ILDR1 ITGA2 KBTBD3 KCNK5 KLHL33 KLRC1 KRT24 L1CAM LAMC1 LGALS1 LGI2 LHFPL6 LRRK1 LYZL6 MASTL MDFIC MECR MED7 MT1E MTIF3 MYH4 MYO1F MYO1G MYOCD N4BP1 NCCRP1 NCK2 NFXL1 NOL11 NQO1 NUP54 NUS1 OAT PBDC1 PCMT1 PDSS1 PEDS1 PGM2L1 POLA1 PPP3CA PRKAB1 PRKAR2A PRKD3 PRR13 PRR5L PTPRJ RALA RAP1B RAP1GAP2 RBPJ RELT RIDA RIOX2 RIPK3 RMDN2 S100A4 S1PR5 SAA2 SFTPB SIKE1 SLC25A53 SLC35B1 SLC39A14 SLC6A1 SLC6A12 SLCO4A1 SNRPA SOX8 SP4 SPAG5 SPATA16 SRSF12 ST14 STT3A SV2C SWAP70 SYCP3 TARDBP TBL2 TES TIPRL TJP2 TMBIM1 TMEM14C TMEM218 TMEM225 TMEM238 TMPO TMPRSS13 TSHB TSHZ1 TST TYROBP UBA5 USP14 UTP25 VAX2 VPS54 WDR55 ZBTB38 ZNF654 ZP1 ZSCAN20 GSE40685_NAIVE_CD4_TCELL_VS_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40685_NAIVE_CD4_TCELL_VS_TREG_DN ABTB1 ACP6 ADCK5 ADK AFP AGL AHI1 AICDA ANGPTL2 ANKMY2 ANKRD13B AP3M2 ARHGAP25 ARHGAP39 ARHGAP5 ARID1B ATG10 ATP8A1 ATRAID BCKDHA BMI1 C12orf57 C19orf12 C19orf38 C3orf33 C8orf48 CCDC126 CCDC171 CCDC28A CCS CELA3B CEP43 CERS6 CFAP97 CHIA CLIP3 CMC1 COLCA1 COQ10A COQ8A CPN2 CRPPA CSN3 CSTB CUL9 CYP4V2 CYTH3 D2HGDH DENND6B DIS3L2 DLG3 DLX2 DMAP1 DNAH8 DRC1 DUSP6 DYNLT2B DYNLT3 EI24 ESM1 EVI5 EXT1 FAM120B FAM168A FAM171B FARSB FLVCR2 FUNDC1 GADD45B GATAD2B GGPS1 GPAM GRHL1 GTDC1 HEXA HEXIM1 HIVEP2 HSBP1 IFIT1B IFIT3 IFT74 IMMP2L ITPR2 KCTD6 KDM5B KIAA1549L KSR1 L3MBTL3 LDOC1 LGALS9B LGR4 LIF LKAAEAR1 LMNTD2 LPP LRIG1 LRRC28 LSM12 LUZP1 MANBAL MAPK11 MAPRE3 MARCKSL1 MATK MBNL2 MFSD9 MGST2 MIGA1 MPO MRPL23 MRTFB MX1 NAB2 NARF NPY4R NRSN1 NTPCR NXPE3 OAS2 OLFM2 P2RX4 PARP9 PFKM PGS1 PHACTR2 PHF21A PNPO POLG PTGFRN PTPN13 PTPRE RAC3 RASSF2 RBM22 RBM45 RBMS2 RCL1 RHOH RIGI RING1 RNF146 RPL19 RPL30 RREB1 RSPH9 RWDD3 RYR1 SCARNA13 SCNM1 SLC14A1 SLC26A2 SLC30A8 SLC46A1 SLC46A3 SLC9A9 SMYD3 SPOCK2 SPOUT1 SPSB1 SSH2 STX4 SUCLG1 SYNJ2 SYT11 TANC1 TBC1D4 TDRP TESC TFPI THNSL1 TMEM86A TNFSF11 TNFSF8 TNIP1 TOR3A TOX2 TP53INP1 TRMT1L TRPC4AP TRPM1 TSPAN32 TUBB2A UBA7 UBAC2 UBE3A UBL5 UTRN VCP VCPIP1 WDFY2 WDR43 WNK3 XAF1 ZBTB4 ZCCHC12 ZFP1 ZNF48 ZNF627 ZNF697 ZNF878 GSE40685_NAIVE_CD4_TCELL_VS_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40685_NAIVE_CD4_TCELL_VS_TREG_UP AASDHPPT ADH4 AIFM1 ALMS1 AMACR AMMECR1 APBA1 ARAF ARHGEF1 ARHGEF9 ARSG ART4 ATP13A5 ATP5PB ATPAF2 BCO2 BIN3 BLOC1S6 BLTP2 C11orf24 C1orf141 C3orf33 CALCRL CAMKMT CAPN2 CCNB1IP1 CCNF CCNYL3 CD52 CELF1 CFAP251 CFAP61 CHRNA1 COMMD6 CPT2 CRH CSF2RA CYREN DAGLA DHRS2 DNAAF2 EEFSEC EIF2D EIF3L EMC3-AS1 EMD ENSG00000170846 ESYT1 F13B FAF1 FAM171A2 FBL FGFR1 FRMD6 FZD1 GFOD1 GLS GPX4 GSTP1 GTF3C2 H1-1 H4C9 HDAC9 HFM1 HHLA2 IL16 IMPDH2 ITGAV ITGB1BP1 LAMTOR1 LCA5 LCN1P1 LGALS1 LGALSL LGR4 LINC02871 MAGED2 MAP3K4 MAP4K4 MATCAP1 MFAP5 MIR197 MIR516B2 MMACHC MMD MMS19 MNAT1 MORC2 MPC2 MRI1 MRPL46 MRPS2 MTCL1 MTFMT MTMR12 NCALD NDUFAF7 NDUFB10 NIP7 NQO1 NTS NUDT9P1 OR2M3 OR7E24 OTULIN OXA1L OXSM PCGF1 PGBD1 PIDD1 PITRM1 PLCB2 PLCB3 PPIL6 PPM1F PPP1R16B PRDM5 PROS1 PRR36 PTGER3 RAPH1 RASSF2 RCAN1 REP15 RMND5A RNF180 RNF216 RPL13AP20 RPL13AP5 RPL23A RPL26 RPL35 RPL36A RPL6 RPL7A RPLP0 RPLP2 RPS13 RPS17 RPS5 RPUSD4 RRS1 RXRB SAT2 SCAI SCAP SDC2 SERBP1 SH2B1 SLAMF1 SLC8B1 SMYD3 SNAI1 SNORD28 SNORD60 SNU13 SRCAP SRGAP1 SRSF8 STXBP5 SUGT1P3 SWAP70 TACC3 TACR3 TADA1 TEF THAP12 THEM4 TIAL1 TIPIN TMEM185B TMEM9 TNFAIP8L2 TOP1MT TSHZ1 TTC13 TTC5 TTC9 TTYH2 UBAC1 UBE3D UBIAD1 UBTF URI1 USP36 WIZ XPNPEP2 ZDHHC2 ZFYVE9 ZIK1 ZNF137P ZNF398 ZNF416 ZNF551 ZNF570 ZNF785 ZNF789 ZNF839 GSE40685_TREG_VS_FOXP3_KO_TREG_PRECURSOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40685_TREG_VS_FOXP3_KO_TREG_PRECURSOR_DN AGPAT5 AIM2 AKAP7 ALDH1A1 ANKRD29 ANKRD44 APOL3 APOL4 APOL6 ATG3 BATF BTN2A2 BTN2A3P C1QA C1QB C1QC C1R C1RL C1S C5orf15 CASP1 CASP4 CASP7 CCDC69 CD209 CD38 CD40 CD47 CD72 CD74 CENPJ CGAS CIBAR1 CIBAR1P1 CISH CNIH4 CRK CRLF3 CSRNP2 CTNNBL1 CUL1 CYP51A1 DAPP1 DAZAP2 DBF4 DCAF7 DDX60 DPYD DTNB EPSTI1 FBXL5 FBXO6 FCGR2A FHAD1 FMR1 FPR2 FRMD3 FZD2 GBP4 GBP5 GCH1 GCSAM GEMIN5 GIMAP4 GLRX GPR160 GPR85 GRAMD1B GRAP GRIN3A GSTK1 HAPLN3 HELB HIVEP2 HLA-DMB HLA-DOA HLA-DPB1 HLA-DPB2 HLA-DQA1 HLA-DQB1 HLA-DQB2 HLA-DRA HSD11B1 IFI35 IFI44L IFIH1 IFIT1 IFIT2 IFITM2 IFITM3 IFT57 IGFBP4 IGFLR1 IL12RB1 IL15 IL2RA IL31RA IL7 JAK2 JAK3 KARS1 KCNJ15 LAP3 LEPROTL1 LGALS3BP LGMN LIMD1-AS1 LRRK2 LYG1 ME1 MED13L MTO1 MYO1G NAMPT NHLRC3 NLRC5 NUB1 NUP58 OAS2 ODF3B OLFML3 OR51B2 OR7E8P ORAI2 P2RY6 PAK1 PARP11 PARP14 PDCD1LG2 PDE6B PDE7A PECAM1 PHACTR2 PLA2G4A PLAAT4 PNKD POLR2B PRLR PRR5L PSMA2 PSME1 PSTPIP2 PYHIN1 RBM27 RGL1 RNF114 RNF20 RSAD2 SECTM1 SERPINA1 SERPING1 SETBP1 SETDB2 SIGLEC1 SLC25A19 SLC25A30 SLFN11 SMARCD3 SNRPC SNTB2 SNX10 SNX16 SOCS3 SP110 SPATA1 SSPN ST3GAL5 ST8SIA4 STAT1 STAT2 STAT3 SUCNR1 TAF1A TBC1D2B TBCEL TCN2 TFIP11 TLE4 TMEM150B TMEM74B TNF TNFSF10 TRANK1 TRIM61 TRIM69 TSGA10 TYRP1 UBB WDR48 WWC3 XRN1 ZCCHC14 ZNF337 ZNF496 ZNF532 ZNF562 ZNF672 ZNF79 ZNFX1 GSE40685_TREG_VS_FOXP3_KO_TREG_PRECURSOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE40685_TREG_VS_FOXP3_KO_TREG_PRECURSOR_UP AARS1 ABI3BP ACSL4 ACSS1 ADAR ADGRE5 AGBL2 AIM2 ALPK1 ANKRD22 APOBEC3D APOL1 APOL2 APOL6 ASCL2 ASPHD2 ATG3 B2M BATF2 BAZ1A BCL3 BEAN1 BTN2A1 BTN3A2 BTN3A3 CALCOCO2 CALHM6 CARD17P CASP1 CASP4 CASP7 CD160 CD2AP CD99L2 CDK12 CETP CNTLN CUL1 CXCL9 DDX60 DNAJB12 DPYS DTNBP1 EPSTI1 ERBB4 ESR1 FAM205BP FAM8A1 FLT3LG FOXR2 FPR1 GABARAPL1 GATA4 GBP2 GBP4 GBP5 GCH1 GIMAP2 GIMAP4 GIMAP6 GK GMPR GOLGA5 GRAP GRIN3A GRIPAP1 GUCY1A1 GUCY1B1 HAPLN3 HESX1 HK3 HLA-A HLA-F HOXA11 HPX IFI27 IFI35 IFI44L IFI6 IFIT2 IFIT3 IFIT5 IFITM1 IL17RA IL31RA IRF1 IRF1-AS1 IRF9 JADE2 JAK2 KARS1 KCNMB1 KDM6A KPNA3 LINC00482 LY6E LYG2 LYVE1 MAP4K3 MARCHF1 MAX MCHR1 MEFV MIR194-2 MNDA MOV10 MX1 MYH11 NAMPT NCOA1 NFIX NLRC5 NMI NOS2 NPHP4 NUB1 OAS2 OASL ODF3B OR2T6 OR6S1 PANX1 PARP12 PARP14 PARP9 PCDHB15 PCYT1A PDIA3 PGK1 PIGG PIK3R3 PIM1 PKHD1 PLAAT4 POLB PPP2R2A PPP3CC PSMB8 PSMB9 PSME1 PSME2 RAB12 RAPGEF2 RASGRF1 RCSD1 RERE RIMKLA RNF114 RNF115 RNF19B RSAD2 RTP4 SAMD9L SART3 SCO2 SEC14L1 SECTM1 SELENOK SERPING1 SH3GLB1 SIK1 SLC31A2 SLC8A1 SMCO4 SNX10 SOCS1 SP110 SQOR STAT1 STAT2 STAT3 SYP TAP1 TAPBP TBC1D22A-AS1 TBX20 THEMIS2 TMEM131 TMEM135 TNFSF10 TNFSF13B TOE1 TRAFD1 TRANK1 TRIM21 TRIM22 TRPM2 TVP23A UBE2L6 USP25 VAMP5 VPS13C WDFY1 XAF1 XRN1 ZBTB1 ZNF200 ZNF572 ZNFX1 GSE41087_WT_VS_FOXP3_MUT_ANTI_CD3_CD28_STIM_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41087_WT_VS_FOXP3_MUT_ANTI_CD3_CD28_STIM_CD4_TCELL_DN ACAA1 ACACA ACO1 ACP2 ACP5 ADISSP ADRB2 AIFM1 AKR1A1 AKR7A3 ALDH18A1 ALDH1A1 ANKRD46 ANO10 APEH APH1B APOBEC3B APOO ARHGAP4 ARMC9 ATP5F1B ATP5F1C ATP5MC3 ATP5MF ATP6V1D BABAM2 BAG5 BHLHE40 BLNK BLOC1S1 BLVRB BST1 BUB1B C12orf4 CACNA2D3 CCDC51 CCNB2 CD14 CD59 CDC45 CDK4 CDKN3 CLEC3B CLTA COLEC12 COMMD9 COX5B CPNE3 CTSV CUEDC2 DAG1 DHCR24 DRAM1 DSN1 DUSP7 E2F8 EIF4G3 EIPR1 ELL ENOSF1 EPAS1 EPB41L2 ERG28 EXTL2 F13A1 FANCG FANCI FARP1 FCER1G FCGR1BP FGF13 FOCAD FOLR2 FOXK2 FRMD4A GALK2 GGCT GIMAP5 GLCE GM2A GNG12 GOT1 GPD1L GPSM2 GRAMD4 GUSB GYG1 HADH HEBP2 HEMK1 HGH1 HGSNAT HIBCH HK2 HMOX2 HPCAL1 HPF1 HTT IFI35 IGF1 IL10RB IPO13 KDM4D KIF20A LAP3 LIG1 LINC00342 LONP1 MACIR MDH2 MGST2 MGST3 MKI67 MOSPD3 MRPS33 MS4A6A MSR1 MTHFD1 MTX2 NARS2 NCAPG NDC80 NDUFB3 NDUFS6 NIPSNAP1 NISCH NRP1 OPRL1 P4HA1 P4HTM PAAF1 PDIA5 PEBP1 PGAP3 PINK1 PLAU POLE2 POP5 PRDX1 PREPL PSMB5 PTPA PTTG1 PUDP PYCARD QDPR QPRT RAB3IL1 RAD51AP1 RAD54B RALB RENBP RHOBTB1 RIDA RNASE2 RPN2 RTL8C SDC3 SDHC SELPLG SETD3 SKIC3 SLC38A6 SNCA SNRPF SNX3 SORD SPAG5 SREBF1 STAB1 STMN1 STX3 SUCLG2 TBC1D16 TBC1D31 TFDP1 TFPT TIMP2 TK1 TMC6 TMEM160 TMEM33 TMPO TNFSF12 TP53TG1 TPGS2 TPK1 TRIM32 TSPAN4 TTK TUBB2A UAP1L1 UBA6 UQCRH UQCRQ VAT1 VTI1B VWA5A WDR12 WDR7 GSE41087_WT_VS_FOXP3_MUT_ANTI_CD3_CD28_STIM_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41087_WT_VS_FOXP3_MUT_ANTI_CD3_CD28_STIM_CD4_TCELL_UP ACVR2A AFTPH AHR AKT3 ANPEP AQP9 ARAP3 ATF3 ATG13 ATP1A1 BACH1 BCL3 BID BIRC3 BTG2 C15orf39 C1orf56 C5AR2 CCL22 CCR2 CCR5 CCR7 CD44 CD5 CD83 CD9 CFLAR CFP CGGBP1 CHST11 CHST2 CLEC4E CLEC5A CRIM1 CSF2RA CSF2RB CST6 CST7 CXCL13 CXCR4 CYP27A1 CYTIP DDX17 DDX21 DGKA DIAPH1 DNAAF1 DNAJB5 DUSP1 DUSP2 EBLN2 EIF5 EREG ERO1B ETV6 FBXW7 FCN1 FHL3 FLVCR2 FOXO3 FTH1P5 FYN GK GK3 GLIPR1 GNG11 GNG5 GPR183 GRIK1 H2AC6 H2BC10 H2BC12 H2BC5 HCK HCP5 HGS HLA-DMA HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-E HLA-F HOMER2 ICAM4 ICOSLG IDO1 IDS IL10RA IL2RG IRF1 IRF4 ISG20 ITGAE JADE2 JUNB KAT6A KCNJ15 KCTD15 KHNYN KMT2D KYNU LAMP3 LCP1 LGALSL LORICRIN LRCH3 LTA4H LY6G6E LYZ MAMLD1 MAP3K14 MARCKSL1 MLN MOB1A MREG MSC NAB1 NCF2 NFKB1 NFKBIA NFKBIE NIBAN1 NOTCH2NLA NPLOC4 OLR1 ORAI2 PABPN1 PBOV1 PDE3B PDE4B PDLIM7 PF4 PHLPP2 PIGL PITPNB PLAT PLD2 PNRC1 POLDIP3 PPM1F PROM1 PRR14 PRR16 PTGER2 PTGIR RBM5 RELB RFTN1 RNPS1 RPL10 RPS14 S100A12 S100P SDC2 SDC4 SETD1B SLAMF7 SLC16A6 SLC2A6 SLC7A11 SLCO3A1 SMAD3 SOD2 SPEN SRC SRSF10 STARD5 SYNGR3 SYT17 TANK TG TICAM1 TJAP1 TLR8 TMEM43 TNFAIP3 TNFRSF4 TNFSF4 TNIP1 TOP3A TPT1 TRAF1 TSC22D3 TTC17 TTLL4 UTRN VEGFA VWF WARS1 WDR73 ZBTB44 ZNF672 GSE41176_UNSTIM_VS_ANTI_IGM_STIM_BCELL_1H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41176_UNSTIM_VS_ANTI_IGM_STIM_BCELL_1H_DN ACAA1 ACP5 ADAMTS5 AKR7A2 ALDH2 ALOX5 ANXA4 APOBEC3A ARF3 ARF5 ARL6IP5 ATF5 ATRN BIN2 BMAL1 BMP2K C1GALT1 C1orf54 C5AR2 CALHM2 CASS4 CCDC28A CD101 CD36 CD52 CD86 CEBPD CELF2 CHRNB1 CLEC2B CNDP2 CNOT8 COMMD9 COX4I1 CPT1A CRBN CSF1R CTNND1 CTSB CXCL10 CXCL11 CXCL9 DDAH2 DENND1B DHRS7 DNAJC13 DOCK2 EDC4 EPRS1 EVI2A EVI2B F11R FAM89B FCGR1BP FCGR3B FGL2 FN1 FPR3 FRAT1 FUCA1 FYB1 GCNT1 GDE1 GLUL GPX7 GRN GSN H2AC6 HAUS4 HEXB HEXIM1 HHEX HINFP HLA-DMA HLA-DPB1 HMG20B HMOX1 HSD17B11 HTRA1 ICAM2 IDS IFFO1 IFI16 IFIT2 IFIT5 IL13RA1 IL1R2 ITPK1 JAK2 KBTBD4 KCNAB2 KIAA0513 KLF11 LAP3 LGALS9 LIN37 LSP1 LTA4H MAP3K2 MAP4K3 MBD2 MCCC1 MCUB METTL7A MGST3 MICB MNDA MNT MPC1 MSRA MSRB1 MVP MYD88 MYO1F MYOF NAIP NCKAP1L NHEJ1 NOD2 NPC2 NTAN1 OAS1 OSBPL11 PAPSS1 PCCA PCNA PECAM1 PLSCR3 POLD3 PRCP PRPS2 PSAP PSMB9 PSME1 PYGL RASSF2 RFXANK RGS19 RNASE4 RNASE6 RNF130 RNF141 RNF34 RNF5 ROGDI RPL10 RPL18 RPL21 RPL27 RPL29 RPL34 RPL35A RPL36A RPL41 RPS11 RPS29 SCARB2 SEPTIN7 SH3BGRL SIGIRR SLC16A5 SLC25A1 SLC25A14 SLC31A2 SLFN12 SNHG32 SNTB2 SOCS6 SORL1 SORT1 ST8SIA4 STAT1 TAF5 TAP1 TBC1D1 TGFBI THAP11 THEMIS2 TIMP2 TMEM126B TMEM164 TMEM243 TMEM50A TMEM51 TMX4 TNFSF10 TNS1 TPI1 TRIOBP UFC1 USP3 VAMP5 VASH1 VCL VPS35L VRK2 WIPI2 XRCC1 ZNF184 GSE41176_UNSTIM_VS_ANTI_IGM_STIM_BCELL_1H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41176_UNSTIM_VS_ANTI_IGM_STIM_BCELL_1H_UP ACSL1 ACSL5 ADGRE1 ADGRL4 ADM AGRN AMPD3 ANKRD7 BATF BCL2L14 BCL2L2 BCL3 BHLHE41 BTG3 C1QTNF1 C5orf15 CA14 CASP4 CCL20 CCL4 CD80 CEBPB CELA3A CEMIP CHP2 CHRM4 CHST2 CLCN2 CLIC4 CXCL1 CXCL2 CXCL3 CXCL6 CXCL8 CYP27B1 CYP3A5 CYTH2 DLC1 DNAJA1 DNAJB5 DNTTIP2 DUSP2 DUSP5 EBI3 EHD1 ELL ENTPD7 ETS2 ETV5 EWSR1 FEZ1 FFAR2 FJX1 FNDC3B FOSL2 FPR2 FRZB G0S2 GADD45B GLYR1 GNG12 GPR137B GRINA HAS1 HCAR3 HCK HELLS HEY1 HOXA1 HSPA2 ICAM1 IER3 IER5 IL12B IL15RA IL19 IL1A IL1B IL23A IL33 IL36G IL6 IL7R INHBA KCNE5 KCNJ2 KCNN4 KRT12 LAMB3 LDHAL6B LILRA3 LIMK2 LPAR1 LYN MAMLD1 MAP3K4 MARCKS MICALL1 MMP7 MT1F MT1M MTF1 MXD1 MYL1 MYO1B MYO6 NAMPT NCAM2 NCOR2 NDP NFAT5 NFE2L1 NFKB1 NFKBIA NFKBIB NFKBIE NINJ1 NUP98 OR7E156P PANX1 PCOTH PDPN PDSS1 PIM2 PLAGL2 PLAT PLAUR PPIF PRDM5 PROCR PRR16 PRRX1 PRSS12 PTAFR PTGS2 PTX3 RAP1B RAPGEF4 REEP1 RHBDF2 RNF115 SERPINB1 SIGLEC9 SLAMF1 SLC11A2 SLC12A1 SLC12A5 SLC16A6 SLC19A3 SLC2A6 SLC43A3 SLC7A11 SMG9 SMPDL3A SMS SOCS2 SOCS3 SOD2 SOS1 SPAG1 SPRED2 SRC STAT4 SUSD6 SYN1 TANK TBK1 TFPI2 TLCD3A TLR2 TNFAIP6 TNFAIP8 TNFRSF1B TNFRSF9 TNIP1 TNIP2 TNIP3 TOM1 TPST1 TRAF1 TREM1 TRIB1 TRIP10 TRIP11 TTLL4 UBE2Z UGCG UPB1 UPK1A UPP1 VAV1 WNT5A WTAP YIPF6 YRDC ZBTB17 ZC3H12A GSE41176_UNSTIM_VS_ANTI_IGM_STIM_BCELL_24H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41176_UNSTIM_VS_ANTI_IGM_STIM_BCELL_24H_DN ABHD5 ACAP3 ACSL3 ADH1C AFF1 AFF4 AGO2 ANAPC7 ANKRD50 APPL1 ARHGAP39 ARID1A ARID5A ARMCX4 ATOSA ATP1B3 ATP6V0E1 BACH1 BAMBI BAZ2A BCR BRPF1 BTBD1 CAND1 CBX4 CCNG2 CCPG1 CDC42SE2 CENPJ CENPL CGGBP1 CHCHD10 CHCHD7 CKB CLK1 CPEB4 CPT1A CPTP CSRNP2 CSRP2 CXCL10 CYTH2 DDX11 DEF6 DEXI DHX40 DOT1L DUSP2 DYNC1H1 DYRK1A E2F1 EEIG2 EFNB2 ELAC2 ERF ETFDH EXT1 FAM117A FAM171B FAM53C FAM83G FBRSL1 FEM1C FNIP1 FOXO1 FOXO4 FPGS FZD9 GADD45A GADD45G GDAP2 GGNBP2 GLA GLUL GPANK1 H2AX HIVEP3 HLA-B HLA-DOB ICAM1 IFFO2 IKZF5 IL4R IRF5 IRF8 JUN KBTBD11 KIT KLF10 KLHL11 KLHL15 KLHL24 KLHL7 KPNA1 LAPTM4B LCMT1 LFNG LIN54 LMNA MAFF MAPK14 MBNL2 MCMBP MED13 MEX3A MEX3B MFSD2A MKNK2 MSANTD2 MSL1 MTARC1 MTMR14 MYLIP NEU2 NFAT5 NHERF1 OGFRL1 OSER1 PALLD PAPSS1 PARD6A PCYOX1 PDCD7 PGRMC1 PHETA1 PHF6 PPP2CA PRDX6 PRPSAP1 PTTG1 PWWP3B QPRT RAB11FIP4 RASGEF1B RASGRP2 RBM38 RELL1 RHOB RIPOR2 RNF2 RPL26 RPL4 RPS6KA6 RRBP1 RSRC2 RUNX3 RYBP SAT1 SBK1 SBSN SERPINE1 SETD1A SFR1 SGPL1 SGSM3 SIPA1 SLC12A4 SLC16A10 SLC2A1 SLC35D3 SLC66A2 SLC7A6OS SOS1 STMN1 SUCO TAGLN TEX2 TGFBR2 TMEM120B TMEM43 TMX4 TNFRSF12A TOB2 TOPORS TOR2A TP53BP2 TRRAP TSPAN13 TSPAN9 UBE2H USP12 USP48 VEGFA VPS37B WASF2 WDHD1 WDR45B WHAMM YPEL2 ZBTB2 ZBTB34 ZCCHC12 ZFP36L1 ZFTA ZNF212 ZNF326 ZNF655 ZNF707 ZSWIM8 ZYG11B GSE41176_UNSTIM_VS_ANTI_IGM_STIM_BCELL_24H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41176_UNSTIM_VS_ANTI_IGM_STIM_BCELL_24H_UP ACSM3 ADAM21 ADARB1 ADORA3 AGBL4 AHDC1 AHSG AKAIN1 AMH AMOTL1 ANGPTL2 ANXA8 AQP3 ATP6V1E2 ATXN1 BNIPL C16orf96 C1orf116 C2CD4B CACHD1 CBFA2T3 CCL20 CD300C CHST10 CIT CLRN1 CNTN1 COL1A2 COL5A1 CPB1 CPE CPNE5 CPNE8 CRAT CTPS2 CXCL13 CYP4F22 DAB2 DBH DBN1 DCDC2 DCST1 DEGS2 DNAI2 DUSP15 EFCAB11 EFHC1 ELOVL3 ENPP5 EPB41L5 FAM110C FAM216B FAM25C FAM3C FBXO27 FBXO41 FBXO44 FLNC FOXN1 FXYD1 GABRG2 GABRP GCGR GLCCI1 GPR18 HECW1 HEY1 HLF HLX HNF4A HS3ST2 HS3ST6 HSPB1 HYDIN IL17RE IL1R1 IL22 KBTBD13 KBTBD7 KCNC3 KCNF1 KCNMB4 KIF5C KIT KLK7 KRTAP4-3 LAMA5 LIPC LYSMD2 MARVELD1 MBOAT4 MFAP5 MID1 MOV10 MROH1 MS4A8 MYRF MYT1 NAV1 NHSL2 NKX2-6 NMT2 NOS1 NOXO1 NPTX2 OLFML2A OPRL1 OTOF OXT PC PCDH17 PCDH9 PIEZO2 PLCB4 PLEKHF1 POLN POPDC2 POU4F2 PPM1H PRG3 PRKAG3 PRSS44P PSIP1 PTGFR PTPRN PXDC1 RAB27B RAC3 RAMP1 RASA4 RNF152 ROGDI RORC RTL8B RUSC2 SAXO2 SCG2 SCRN1 SEC14L2 SEC24A SEPTIN12 SERPINA12 SERPINB1 SERPINB6 SFRP1 SIAE SLC11A1 SLC25A24 SLC34A3 SLC4A7 SLC6A15 SLC6A18 SLC8A1 SLITRK5 SMIM5 ST8SIA2 STAC2 STX11 TBC1D16 TCF15 TDRKH TEAD3 TEX47 TFF3 TGM5 THEMIS2 TIMP2 TLR8 TMCO5A TMED7 TMEM123 TMEM176A TMEM176B TMEM200A TMIGD1 TPPP3 TREH TRIM40 TSPAN32 TSSK4 TTLL7 TUBA8 TUT4 UEVLD USP33 USP50 VANGL1 VEGFA VPREB3 VSIG1 VSX2 WFDC5 WIPI1 ZNF317 ZNF423 ZNF572 ZNF600 ZNF76 GSE41176_UNSTIM_VS_ANTI_IGM_STIM_BCELL_3H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41176_UNSTIM_VS_ANTI_IGM_STIM_BCELL_3H_DN AAAS ABHD10 ADCY7 ADORA3 AFF1 ALDH2 ANKFY1 APEX1 APOBEC3A ARHGAP44 ARHGAP45 ARHGEF18 ARHGEF3 ARL4C ARL6IP5 ARMH3 ASRGL1 ASTE1 ATP5MC2 AVPI1 BAIAP2 BTK C11orf21 C2CD2L CALHM2 CALM2 CAMK2G CCS CD1D CD52 CD9 CDH13 CDKN1C CEBPA CELF2 CENPE CEP63 CEP68 CKAP2 CMTR1 CNPY3 COX4I1 CPNE3 CTNNBIP1 CTSS CXADR CZIB DCAF8 DCXR DHRS9 DMXL1 DNAJC13 DOP1A DUSP7 ECI2 EEA1 EIF2B1 EIF3L EIF4EBP1 ENOX2 EPHB2 EPRS1 EPS8 ERCC5 EVI2B FAM13A FBXL4 FBXO41 FYB1 GFOD1 GMPR2 GPATCH1 GTPBP6 GUSBP14 H1-3 H4C11 H4C2 HHEX HLTF IFFO1 IFI16 IFIT1 IFIT2 IFT20 IMP3 INPP4A INSR IPCEF1 IRAG2 ITGAE KAT2B KIAA0513 KIAA0586 KIF22 KLHL24 LCMT1 LDLRAP1 LIMD1 MACF1 MAN2A2 MANEA MAP3K3 MBNL2 MICAL1 MIS18BP1 MLYCD MNDA MPC1 MRPS18B MRTFB MSH2 MYCL MYH2 NAIP NARS2 NCL NEK9 NFATC3 NINL NOCT NOL8 NPRL2 NUBPL OAS1 OCEL1 ORAI3 OTULINL OXA1L OXR1 PAGR1 PARP8 PDK4 PITX2 PLCG2 PMS1 PNPLA4 POLB POLI PPIH PPOX PPP1CC PRKRIP1 PRKX PRPF19 PRSS23 PTPN22 PTPN4 PWP2 RANBP6 RGS2 RHOT1 RITA1 RNF113A RNF141 RPP38 RREB1 RUSF1 SCARB2 SDHAF1 SESN1 SH3BGRL SIDT2 SLC22A5 SLC23A2 SLC35A1 SLC50A1 SMC2 SNRPC SNUPN SPIDR SREK1IP1 SSBP2 STMN1 SUOX TEX2 TIMM9 TLR5 TPCN1 TRIT1 TTC13 TTC38 UFC1 USP20 USP48 USPL1 VPS11 VSIG4 WWP1 XPC ZDHHC7 ZNF16 ZNF331 ZNF34 ZNF516 ZNF574 ZNF623 ZNF75D GSE41176_UNSTIM_VS_ANTI_IGM_STIM_BCELL_3H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41176_UNSTIM_VS_ANTI_IGM_STIM_BCELL_3H_UP ABCF1 ABTB2 ACSL1 ACSL5 AGK AGPAT4 AK4 ALB AMIGO2 AMPD3 ANK3 AQP9 ARFGAP3 ATP13A3 ATP6V1H BAHD1 BATF BCL2A1 BTG3 CADM3-AS1 CCL20 CCL4 CDH13 CEP135 CFLAR CHRND CKB COPG1 CRIM1 CST2 CUL4A CXCL1 CXCL2 CXCL3 CXCL5 CXCL8 CYB5R2 CYP3A5 DNAAF1 DNAJA4 DNAJB9 DUSP2 EBI3 EGFL6 EHD1 EHF ENTPD7 EREG ETS2 ETV3 EZH2 F3 FICD FLT1 FLT4 FPR2 G0S2 GK3 GLRB GMPPB GPR137B GPRC5C GRAMD2B GRIP1 GRM5 GSDME HAS1 HDAC9 HEY1 HHIPL2 HOXC11 HRH1 HYOU1 IER3 IGSF3 IL10 IL12B IL15RA IL19 IL1A IL1B IL23A IL24 IL2RA IL36G IL6 IL7 INA INAVA INHBA INSM1 IRAK3 ITGB8 LAMP3 LRIG1 LYRM1 MAFF MAMLD1 MAP2K1 MAP3K4 MAP3K5 MARCKS MEG3 MMP14 MMP7 MRPL52 MT1E MT1F MT1G MT1H MT1HL1 MT1X MT2A MTF1 MYH10 MYO1B NAMPT NDEL1 NFKBIB NINJ1 NPR3 PAGE1 PCID2 PDE8A PDIA5 PDSS1 PFKFB3 PGM3 PIGV PLA1A PLAC8 PLAT PLAUR PLGRKT PLK3 PMAIP1 PMEL POLR3D PPP3CC PTGS2 PTX3 RAB21 RAP2C RBPMS REXO5 RGS16 RHCE RHOF RIN2 ROBO1 S100A7 SEC61A1 SERPINB1 SINHCAF SLAMF7 SLC11A2 SLC15A3 SLC2A6 SLC43A3 SLC7A7 SLCO4A1 SMPDL3A SNN SOCS3 SOD2 SRPRA ST3GAL1 STAT4 STK26 SUSD6 TBC1D30 TECPR2 TFPI2 TFRC TLCD3A TMEM185B TMEM39A TNF TNFAIP3 TNFAIP6 TNFRSF1B TNIP1 TNIP3 TP53BP1 TRAF1 TRIP10 TUBAL3 TXN UBB UPB1 UXS1 VNN1 VNN3P WNT5B WTAP XBP1 YRDC ZC3H12A ZNF550 GSE41176_UNSTIM_VS_ANTI_IGM_STIM_BCELL_6H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41176_UNSTIM_VS_ANTI_IGM_STIM_BCELL_6H_DN ACAA2 ACADL ADA ADAM10 ADORA2A AGFG1 ALPK2 AMER3 AP2A2 ARHGAP25 ARL2BP ATG16L1 ATG4B ATP6AP2 ATP8A1 ATXN3 ATXN7 AXIN2 B4GALT3 BCL2L2 BFAR BHLHE40 BLCAP BRAF BTBD19 BTBD6 C1GALT1 C1QTNF12 CAMK2N1 CASK CASP1 CCNC CCR7 CD40LG CDADC1 CDC6 CDKN2AIP CENPT CHCHD10 CHD7 CHMP5 CHSY1 CLEC7A CPEB4 CPNE3 CPS1 CRABP2 CREBBP CRYGN CSF1 CSF2 CTSW CUL2 CXCL11 DBP DCUN1D3 DGKI DLGAP4 DQX1 DTL DTX2 DUSP11 DUSP16 E2F3 EMP3 ENTPD5 FASLG FBXL3 FBXO46 FGF13 FMR1 FN1 FNBP4 FNDC8 GCH1 GGPS1 GLS2 GPM6B GRIPAP1 GSAP H3C7 HARS2 HDAC4 HERC1 HHEX HMGN5 HMOX1 HNRNPH3 HRH4 IFITM2 IFITM3 IFNG IKZF5 IL13 IL15RA IL17RA INTS6L ISG20 ITPRIP JADE2 KIF13B KLF12 LENG1 LLGL2 LRIG2 LRRC73 MAD2L1BP MAGEH1 MAPK11 MBD6 MID1IP1 MINDY2 MYD88 MYO6 NCSTN NEDD9 NEMF NKAPD1 NMRK1 NTS PAQR4 PATL1 PCMT1 PCNX1 PDLIM1 PHRF1 PIAS2 PIK3AP1 PLPP6 POLR1C PPM1B PPM1J PPWD1 PRR5 PRXL2A PTAFR PTK6 PTPN13 PTPN3 PTTG1IP PURG RAB12 RAB43 RABGAP1 RASSF5 RB1CC1 RBM4B RDH10 RNF103 RNF168 RNF31 RREB1 RSBN1 RTP4 RUNX2 RUNX3 SCARF1 SCIN SCN9A SEMA7A SERPINB9 SHANK3 SIAH2 SIX6 SLA SLC25A14 SLC25A44 SLC30A7 SLC30A9 SLC66A1 SMC6 SNHG6 SNORD104 SSBP2 SSTR3 ST3GAL5 ST8SIA1 STAC STAM TAPT1 TCHH TEF TEK TGM4 THRAP3 TIMP1 TNFSF10 TNFSF14 TRAF3IP2 TRPS1 TTC19 UBR3 WDR53 YOD1 ZC3HAV1 ZFP36L2 ZMYM2 ZNF329 ZUP1 ZXDB GSE41176_UNSTIM_VS_ANTI_IGM_STIM_BCELL_6H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41176_UNSTIM_VS_ANTI_IGM_STIM_BCELL_6H_UP ABCC3 ABHD3 ACADSB ADI1 ALDH3A2 AP3B1 APP ARF3 ARMCX5 ARSB ATP11A ATP6V0C BBS10 BHLHE41 BLTP2 C17orf75 C1GALT1C1 C2CD5 C3 CAMK1 CAMK2G CARD9 CCL24 CCND3 CD1A CD1B CD1C CD1E CD209 CD46 CERS6 CETN2 CKAP5 CLEC10A CLTB CMKLR1 COMMD10 CORO1B COX15 CPOX CPQ CRYBG3 CRYZ CTSC CTSH CYP27B1 CYTH4 DCLRE1B DDX46 DIAPH2 DNAJC10 DNMT1 DPY19L4 DSN1 DUSP7 EDEM2 EHBP1 EIF4G3 ELMO1 ELP1 ELP4 ERI2 ERLIN2 ETV5 FAM114A2 FAM168A FAM172A FAR2 FCGR2B FGGY FKBP4 FLI1 FLRT2 FUT8 GLCE GMPR2 GOLIM4 GPX3 GSN GTDC1 H1-10 HACD2 HDAC1 HEATR3 HMGN2 HPF1 HPS1 HS2ST1 HSD17B4 IDH1 IDH2 INSR IRF4 KLHL26 LBR LRP1 LTBP2 MAF MAN2B2 MAPK9 MARCHF1 MED24 MICAL2 MKNK1 MRC1 MSRB1 MT1G MT1M MTIF2 MTRF1 MYCL NABP2 NCSTN NDC1 NDRG3 NFIC NFS1 NISCH NRDC NRP1 NSL1 NT5DC2 OLFML2B OS9 OTULINL PAAF1 PARP4 PCSK5 PDPN PHKB PID1 PLPBP PNPLA6 POLA1 PRDX3 PROCR PSTPIP1 PTMA PTPN22 RAB13 RAB33B RBM26 REPIN1 RFC3 RFNG RHOT1 RNF170 RPA1 RPE RRM1 RTN1 SAC3D1 SAMHD1 SCRN3 SIGLEC7 SKAP2 SLAMF8 SLC25A40 SLC27A3 SLCO2B1 SMAGP SND1 SOCS5 SORT1 SPINT1 SPINT2 STAB1 STAC STEAP3 STX10 STX8 SUCLG2 SYT17 TACSTD2 TBC1D5 TBXAS1 TMED10 TMEM106B TMEM230 TNFSF13 TNS3 TPCN1 TPK1 TRIM24 TRMT5 TRPM2 TSNAX TTBK2 TUBGCP3 TYK2 UCP2 UGGT1 UROD USP48 USP6 VPS13B VPS16 VSIG4 XYLT2 ZNF804A GSE41176_UNSTIM_VS_ANTI_IGM_STIM_TAK1_KO_BCELL_1H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41176_UNSTIM_VS_ANTI_IGM_STIM_TAK1_KO_BCELL_1H_DN ABI1 ACBD5 ACO1 ADAMTS6 ALDH1B1 ALOX15 ARPC5 ASXL2 ATP1A2 ATP5F1B ATP5PB AXDND1 BECN1 C11orf65 C12orf50 CA4 CABS1 CACNB1 CACNB3 CCDC117 CCDC68 CCDC81 CCNC CCT4 CD27-AS1 CD320 CD53 CDH15 CDH2 CDKL1 CEP68 CGREF1 CHM CHRM4 CHRNG CIDEA CNKSR2 CNTNAP2 CRABP1 CRBN CRYBB2 DEFB4A DIDO1 DMKN DNAJB9 DOCK4 DPH7 DR1 ECEL1 EEF1A2 EIF1 EIF4G2 EMCN EXOSC9 FAM204A FBXL5 FGF21 FLI1 FOXF2 FREY1 FTL FUCA2 FUNDC1 GABRA2 GAST GDI2 GIPC3 GLRX3 GOLPH3 GPR15 GPR19 GPR75 GZMM HIPK3 HOXB9 HOXD1 HSD17B8 ICA1 IL13RA2 INPP4B IRX3 IZUMO2 KCTD1 KDM5A KIAA0825 KRIT1 KRT1 KRT8 LINS1 LIPT2 LRGUK LRIF1 LRIT2 LRRC69 LYPLA1 MMP17 MMUT MORF4L2 MRM2 MRO MTFR1 MYL1 MYL10 MYOM1 NADSYN1 NAP1L2 NDFIP1 NLRP4 NPY1R NTN4 NXPE2 OPN4 OR2S2 PABPC1L PAWR PCBP1 PCDHB15 PCYT1B PDILT PEX12 PIGN PIH1D2 PKD1L2 PLA2G4E PLD6 PLEKHA3 PLIN5 PNPO POLR3H PRICKLE3 PRKAA1 PRKAA2 PROX2 PRSS23 PTX3 PWWP4 RAB30 RAB5A RABL2A RAP1B RASL11B RASL12 RB1 RBM7 RFTN2 RINT1 RPL19 RSPH4A SCARNA13 SCNN1G SCOC SEMA5A SERBP1 SEZ6L2 SH3BGRL SIT1 SLC16A4 SLC36A2 SLC6A1 SNRNP40 SNTG1 SORBS1 SRP68 STK4 STYX SUMF2 SYAP1 TANGO6 TCF15 TDO2 TEX12 TG TLNRD1 TMEM200A TMEM204 TMEM64 TMIGD1 TNRC6B TOMM20 TPT1 TRMT9B TSPAN7 TUBE1 UBA3 UBE2D2 UBE2E1 UNC79 VSNL1 WDPCP WSB1 XKR8 YPEL1 YTHDC1 ZBTB44 ZBTB5 ZCCHC14 ZNF347 ZNF600 ZNF800 ZNF830 GSE41176_UNSTIM_VS_ANTI_IGM_STIM_TAK1_KO_BCELL_1H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41176_UNSTIM_VS_ANTI_IGM_STIM_TAK1_KO_BCELL_1H_UP ABCB1 ABI2 ACACA ACAP1 ACP3 ADAM8 AFG1L ALDH18A1 ANXA1 AP1M1 APOOL AREG ARHGAP15 ARHGAP9 ATP5MF ATXN1 B3GALNT2 BABAM2 C12orf4 C2CD3 C5orf22 CALCB CASP1 CASP4 CBFB CCDC32 CCDC91 CCNB1IP1 CCNQ CDK10 CDK2AP2 CDPF1 CELF2 CHM CIAO2B CIBAR1 CIR1 CLIP1 COMMD3 CRIPT CTPS2 CXCR6 DCTN2 DENND2D DGCR8 DNAJC15 DNAJC3 DNPH1 DOCK2 DOCK8 DPY19L4 DXO DYNLT1 EIF4EBP1 EMC2 ENTPD4 ERCC1 ERLIN2 ERMARD ESM1 FAF1 FCHO1 FOXP3 GALM GALNT4 GCNT1 GMPPA GPATCH1 GSPT2 GTPBP2 GTPBP3 GYG1 HMBS HVCN1 IFI27 IKZF4 IL1R1 IL7R INTS3 INTS8 ITFG2 KCNC2 KLHL9 KRCC1 LAMTOR3 LANCL3 LARS2 LGALS1 MAST3 MBIP MBOAT1 MCM5 METTL5 MIGA2 MMUT MRPL23 MRPL51 MRPL52 MRPL55 MRTFB MTCP1 MTG1 MYEF2 NAA35 NAA38 NARS2 NAT1 NCF4 NDUFA12 NDUFB11 NDUFB9 NDUFC2 NDUFS7 NFATC2 NIBAN3 NR2C2 OAS1 OCRL PECR PEX11A PHACTR2 PHF14 PKNOX1 PLPP5 PLSCR1 PNO1 POLR2H POMGNT1 PPFIBP1 PREB PSMB1 PTPRCAP PUM2 PURA PUS10 RAB39B RAD1 RFC4 RGS19 RHBDD1 RIC8A RMDN1 RNF216 RPA3 RPP40 RPUSD2 S100A13 S100A6 SARNP SBF2 SCAPER SDF2L1 SEPTIN2 SH3BGRL SLAMF6 SLC35G1 SMG9 SMIM20 SOCS2 SPICE1 SSR1 STXBP5 SYNGR2 SYNJ2 TASOR TBC1D10C TEP1 TGFBRAP1 THOC7 THY1 TM6SF1 TMBIM4 TMED3 TMEM147 TMEM176B TMEM184C TMEM259 TMEM9B TPP1 TRAPPC1 TRIP4 TRMT112 TRPM6 TTF2 TXNL1 UFL1 UQCC2 UQCR11 USP45 VPS26C WDR33 ZBTB40 ZC3H4 ZDHHC2 ZNF207 ZNF287 ZNF383 ZNF407 ZNF600 ZNF692 GSE41176_UNSTIM_VS_ANTI_IGM_STIM_TAK1_KO_BCELL_24H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41176_UNSTIM_VS_ANTI_IGM_STIM_TAK1_KO_BCELL_24H_DN ACO1 ADA ADAM10 ADAM8 ADGRE1 ADGRG3 ADM ADTRP AFAP1 ANKRD6 ARMT1 ATF6 ATP2C1 AZIN1 BASP1 BRIX1 BTG3 C1orf68 C2CD3 CALCRL CASP5 CCL13 CCL19 CCL20 CD47 CD82 CDCA4 CDK14 CDY1 CEACAM3 CFP CH25H CHI3L1 CHIA CHMP2B CKAP4 CLEC4E CPD CSF2RB CSRP1 CTSB CUX1 CYP11A1 CYP2A7P1 DAZAP1 DDIT4 DDX21 DEXI DRD5 DSE DUSP14 EEF1AKMT3 EPB41L3 ETV5 FBXW11 FCER1G FJX1 FOXI1 FPR1 FZD5 GLUL GNA12 GNA15 GNG10 GTDC1 H1-0 HCK HMGA2 HPSE IDO1 IFNG IFNGR2 JADE3 KCNJ15 KIR2DS2 LAIR1 LAMP3 LAPTM4B LAPTM5 LAT2 LILRA3 LIMA1 LIMK2 LTBP2 LYRM1 MAFG MAOA MARCKSL1 MARCO MBOAT7 MCTP2 MET METTL9 MIER2 MOS MPHOSPH6 MT1E MT1F MT1G MT1H MT1HL1 MT1M MT1X MT2A MXD1 MXRA7 MYC MYO10 N6AMT1 NCF1C NDST2 NETO2 NFAT5 NFKBIA NOL10 NT5DC2 NXT1 ORM1 P2RY6 P4HA1 PDPN PFN2 PI3 PID1 PILRA PKD2 PLAGL2 PLP1 PLP2 PLSCR1 PNMA1 PPM1H PPP1R17 PRELID3B PROCR PRR16 PRR3 PSTPIP2 PTGES PTX3 RBM12 RETN RFPL1 RGS3 RIOX2 RPH3A RRS1 S100A12 S100A8 S100A9 S100B SAMSN1 SASH1 SEMA3E SEMA4A SH2D2A SIX2 SLC11A2 SLC13A1 SLC16A10 SLC24A3 SLC25A13 SLC39A8 SLC6A9 SLC7A7 SMAD5-AS1 SMG7-AS1 SMPDL3A SOCS2 SRPK1 ST3GAL1 STEAP1 STEAP3 STXBP2 SYT17 TBC1D13 TBC1D30 TLL2 TNFAIP3 TNIK TNS3 TPST1 TRIM36 TRPC5 TRPM2 TSPAN13 TSPAN7 TUB UBE2NL UCP2 VCAN VOPP1 WDFY3 WDR3 ZBTB10 ZBTB6 ZFTA ZNF667 ZPBP GSE41176_UNSTIM_VS_ANTI_IGM_STIM_TAK1_KO_BCELL_24H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41176_UNSTIM_VS_ANTI_IGM_STIM_TAK1_KO_BCELL_24H_UP AAAS ACADS ACOXL ADGRE5 ALCAM ALDH1A2 ALDOB ALPK1 APEH APOBEC3G APOC4 ARHGAP15 ARHGDIG ASPHD1 ATP1B1 ATP2B4 ATP5F1A ATP5MC3 ATP5MG BAG1 BCAP31 BSCL2 C1orf54 C6orf62 CALCOCO2 CAPN1 CCS CD180 CD52 CD74 CD9 CDK10 CEBPA CELF1 CFAP410 COASY COTL1 CPNE1 CPNE6 CRABP2 CROCCP3 CYP21A2 DCAF11 DDX3Y DECR1 DEK DGAT1 DHRS9 EBP ECSIT EIF3K EIF5 ENDOG ENGASE ERBB2 EVL EXD3 FABP3 FAM111A FASTK FBXO11 FGL2 FKBP1A GALK1 GCLC GLIPR1 GORASP1 GOSR1 GPAA1 GPATCH3 GPC4 GPI GRM4 GSDMD GTPBP1 GZMB HEXIM1 HIGD2A HLA-DMB HLA-DPB1 HMCES HMG20B HMOX2 HSPA6 IST1 ITGB3BP ITGB7 ITIH3 ITIH4 ITPK1 KAT5 KCNAB2 KDM5A KHDC4 KIAA0930 KIF22 KLHL20 KPTN LAMB2 LCAT LIN7B LONP1 LSP1 MAN1B1 MAN2A2 MAN2B1 MAN2C1 MDFIC ME1 MEF2C MEPCE MLYCD MRPL11 MRPS18B MTRF1L NAT8 NCKIPSD NDUFA1 NDUFS2 NDUFS3 NME4 NRGN NSUN5P1 NUMA1 OGFR OSBPL7 PDE1B PEX19 PMEL PMPCA POLD1 POLD4 PPARG PPIA PRCP PRKRIP1 PRR4 PRRG4 PTPRA QTRT1 RAB14 RAC3 RASAL1 RBM5 RCBTB2 RIC8A RNF103 RNH1 ROBO3 RPL13 RPL39L RPS3 RUSF1 S100A13 SAFB2 SDHA SDHAP1 SEC11A SERINC3 SESN1 SHMT2 SIRT7 SLC25A6 SLC38A2 SLC50A1 SMAD1 SND1 SNRNP200 SPATA20 STARD7 STK19 STK25 TBC1D1 TDRD3 TIAM1 TIMELESS TIPARP TKFC TMEM80 TNNI2 TOR1B TP53I3 TRIM38 TRIP6 TSC1 TTC31 TTLL3 TXN2 TXNIP TXNL4B USP21 VPS11 WDR13 WDR6 XPC ZC2HC1A ZNF219 ZNF224 ZXDC GSE41176_UNSTIM_VS_ANTI_IGM_STIM_TAK1_KO_BCELL_3H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41176_UNSTIM_VS_ANTI_IGM_STIM_TAK1_KO_BCELL_3H_DN ACBD7 ADGRD1 ADIG AKAIN1 ALOX12B AMN AMTN ANKRD29 ANKRD34B ANKRD7 ANO3 ARPP21 ASIC3 ATF7IP2 ATP1A4 BCAM BCO2 BHLHE23 C1QTNF2 C1QTNF7 C2orf74 C2orf88 C4orf33 C9orf50 CACNA2D1 CACNG8 CAMK2N2 CD79A CDCA5 CDH13 CDH23 CDHR1 CHRNA5 CHST3 CHSY3 CIB3 CITED4 CPN2 CRYBA2 CYP17A1 DACT1 DAW1 DDX25 DGKK DKKL1 DLL3 DMD DNAH2 EBF1 EFCAB9 ELOVL2 ENSG00000250803 ERCC6L2 ERICH6 ERMN ESR2 EXOC3L2 FAM174B FAM178B FBXO17 FBXO2 FGD5 FGF16 FGF17 FNDC4 FNDC7 FOXA2 FOXB1 FOXG1 FOXP3 FOXQ1 GIP GKN1 GLCCI1 GP9 GPR15 GPRASP2 GRM8 GSTO2 HAPLN4 HECW2 HIRA HOXB2 HPCAL4 HPD HPDL IGDCC3 IRX4 ITGA3 ITGB1BP1 KCND2 KCNH2 KCNH7 KCNJ14 KCNJ15 KCNS1 KLHL10 KRT16 KRTAP3-3 KRTAP4-7 KXD1 LAMA2 LARGE2 LARP6 LECT2 LELP1 LRRC71 LSR LURAP1L LY6G6D MAP6D1 MCTP2 MDK MEIG1 MEIOB MFSD2B MFSD4B MGARP MGAT3 MRGPRX2 MSANTD1 MXRA7 MYBPH MYL2 MYO15B MYOC MYOZ3 NETO2 NEXMIF NOL3 NPAS2 NTRK1 NTS OPALIN OR4E2 PAX8 PCDHB10 PCSK5 PDE6A PDZD2 PDZD4 PDZRN3 PDZRN4 PECAM1 PKP2 PLA2G4F PLAC9 POP1 POU2AF1 PPP1R1A PRDM5 PRR9 PRSS37 PYGM RAB3C RAB40B RAPGEF3 RARRES1 RASL12 RASSF9 RBPJL RHBG RHD SAA4 SCUBE3 SELP SH2D4B SHD SLAMF6 SLC14A1 SLC17A9 SLC19A1 SLC30A8 SLC4A9 SLC8A2 SLC9B1 SOSTDC1 SPAG6 SPATA46 SRY SYN2 TCHHL1 TEKT4 TET1 TEX14 THBS4 TMTC2 TOMM20L TPSB2 TROAP TRPC4 TSPAN1 TSSK1B TSSK6 UNCX VEPH1 VN1R5 WDR17 ZIC1 ZNF507 GSE41176_UNSTIM_VS_ANTI_IGM_STIM_TAK1_KO_BCELL_3H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41176_UNSTIM_VS_ANTI_IGM_STIM_TAK1_KO_BCELL_3H_UP ABCA6 ADAM22 ADORA2A AEBP1 ALDH3B1 ALG5 ALKBH3 APBA1 ARHGEF10L ARRDC4 ARSK ASCC1 ATP7B BOLA3 BORCS7 BTC BTK C10orf62 C1QTNF12 C1orf53 C9orf50 CARM1 CCDC146 CCDC30 CCDC73 CDHR1 CEND1 CEP131 CFD CFDP1 CGN CLK3 CLTB COMMD7 CORIN CPLANE1 CYP17A1 CYP4A11 CYTH3 DAPK3 DCAF4 DDI1 DKK1 DLK1 DNALI1 DOCK6 DPF1 DPPA5 DUS2 ECH1 EDA EHMT2 EIF3G ELAVL3 ELMOD3 ELOF1 FAM13C FAM181A FANCD2OS FBXL14 FGF17 FHDC1 FXYD5 GGNBP2 GLIS3 GML GOLT1A GPRIN2 GPS2 GRIK2 GUCY1B1 HCRTR1 HMX1 HOXC8 HSD17B6 IFT140 IL17RB IL24 ILK INSRR INSYN1 KCNC4 KCTD2 KLHL23 KLHL36 KLKB1 KPTN KRT35 KRTAP3-3 KRTDAP KY LAMTOR4 LHB LIMD1 LINC00612 LMOD3 LRRC20 LRRC39 LRRIQ4 LVRN LYZL1 MAB21L3 MACROD2 MARF1 MBOAT4 ME3 MEAF6 MED12 MED12L MGAT3 MIF MISP MRPL46 MRPS18A MYCL MYRFL NEUROD1 NOS2 NPAS1 NPM3 NTN1 NUDT18 NUPR2 OPA3 OPALIN PARD6G PEBP1 PFN2 PGAP4 PGP PI15 PLAAT1 POLDIP2 POLR2E POM121L12 PRF1 PRR14L PSMG1 PYCR3 RAB3GAP1 RAD9B RAI1 RAMP2 RASAL2 REC114 REG3A RERG RIC8B RPL35 RPP21 RSPH1 SAP18 SAP30L SEMA3D SGSM3 SH2D3C SH2D5 SKOR1 SLC15A4 SLC22A9 SLC24A4 SLC25A14 SLC25A6 SLC26A1 SLC35D3 SLC35F3 SLC4A10 SLX9 SMAD5 SMCO4 SMIM20 SNRNP27 SOST SRRD STOX1 STXBP1 SYNE2 TACSTD2 TBC1D16 TMEM238 TMEM39B TNNT3 TNRC6A TRIM11 TRIM63 TRMT44 TSHZ2 TSLP TSPAN1 TTBK2 UPF3A WIF1 XPNPEP3 ZFP41 ZFP42 ZFR ZIC5 ZNF629 GSE41176_UNSTIM_VS_ANTI_IGM_STIM_TAK1_KO_BCELL_6H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41176_UNSTIM_VS_ANTI_IGM_STIM_TAK1_KO_BCELL_6H_DN ABLIM2 ABRAXAS1 ACHE ACSL6 ACTL9 ADAM18 ADAM32 ADAMTS2 ADAMTS4 ADAMTSL2 ADGRA1 ALLC ANGPTL7 ANK2 ANKRD55 AQP5 ARC ARHGAP33 ARHGAP42 ARHGEF28 ASIC4 ATP13A4 ATP7B BAG6 BAIAP2L1 BARX1 BIRC7 BMX C10orf82 C22orf23 C2CD4C C4orf19 C4orf36 CACNA1D CADM3 CAPN9 CARF CBFA2T3 CCDC172 CCDC87 CCDC96 CCR7 CD226 CD53 CD8B CEND1 CES3 CFD CLEC2L CLSTN1 CNR1 COL11A2 CRISPLD1 CUZD1 CXCR2 CYP17A1 CYP24A1 CYP4A22 DBX2 DCAF12L1 DHTKD1 DKK3 DNAAF8 DNAH6 DRC3 DSCAML1 DZANK1 EDNRA EGFLAM EPX ERP27 EXOSC6 FAM149A FAM43B FANCC FAT2 FGFBP1 FGFRL1 FLVCR2 FNDC9 FOXA3 FZD2 GABRB3 GCHFR GEMIN7 GGT7 GNAO1 GPAT4 GPR35 GRIK2 GRIK3 GRPR HHIPL1 HIP1R HIRA HPD HPDL HSPB3 HTR5A INHBC INPP5A INSM1 INSYN2A ITIH1 KCNH8 KCNJ16 KCNK5 KIF21A KIF6 KRT23 KRT24 KRTAP2-4 LDHAL6B LYG1 MAP6D1 MARVELD3 MIA MIPEP MIR124-1HG MSX1 MYL6B MYMK MYO18B NEFH NEFM NGF NKD2 NOG NRTN NT5E OAZ3 OLFM3 OLIG1 PAPLN PCDHB7 PCNX2 PDX1 PGK2 PKHD1L1 PLPP4 PNOC PNPLA5 PSD2 RAB39A RANBP17 RECQL5 REG1A RIMBP2 RSPH1 SCGB1A1 SCN4B SCUBE1 SDK1 SELP SEPTIN12 SEPTIN2 SHC2 SIX3 SLA2 SLC22A13 SLC35F1 SLC38A5 SMAD9 SPAG8 SPATA6L SPINK4 SRPX ST6GALNAC2 STAC3 STK33 SYT17 SYT8 TAFA1 TBC1D4 TDRD9 TESMIN TIMD4 TLCD4 TMEM200A TMEM238L TMEM255A TMOD2 TMTC1 TNXB TOM1L1 TRPM3 TRPM5 TRPV6 TTPA TUB UBL4B UQCRC1 USP49 USP50 VDR WSB1 YPEL1 ZNF239 ZNF334 ZNF473 GSE41176_UNSTIM_VS_ANTI_IGM_STIM_TAK1_KO_BCELL_6H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41176_UNSTIM_VS_ANTI_IGM_STIM_TAK1_KO_BCELL_6H_UP ABCA13 ABI1 AGK ALOX5AP ALS2 AMZ2 ANGPTL7 ANKUB1 APBB3 ARHGEF3 ARMCX1 ARMCX5 AUH B3GNT9 BBS4 BDNF BMPR1A BTLA C1orf210 C8orf58 CA9 CACNB2 CAVIN1 CCDC14 CCS CD200 CD33 CDH1 CDH17 CDK2AP2 CDYL CEACAM21 COL11A1 COX11 COX16 CPNE1 CRY2 CYP20A1 DAG1 DANCR DCAF6 DIDO1 DNAH9 DNAJC18 DYNC2H1 ELMOD1 ERI3 EXD2 F8 FAAP20 FAM3A FBXW5 FILIP1L FIRRE FUNDC1 FUT4 GID4 GLRB GMPR GPR108 GPRASP1 GTF2H2 HIPK3 HPGD IER3 IL17RB INO80 INPP5E INTS12 IPCEF1 IQCC IRAK1BP1 IRF4 KAT7 KBTBD7 KRT222 KYNU LBH LHCGR LIN28B LLGL1 LMOD2 LONRF1 LRRC34 MACO1 MAD2L2 MAOA MAP10 MAP3K2 MBTPS2 MCRIP1 MECP2 METTL25B MIF MIGA1 MKNK1 MMP20 MPDU1 MRPS18A NBEA NDUFS8 NEIL1 NELFB NRSN1 NSUN3 NTAQ1 ODAM OPHN1 OPN1SW PABPC1L PADI4 PANX2 PDCD10 PHETA1 PNPO POFUT1 POLDIP3 POLQ PPOX PPP1R3D PRR3 PTDSS2 PTPRJ PTPRM QRFPR RAB24 RAB39A RCAN3 RCN1 RNF113A RNF144B RSBN1 SBNO2 SCCPDH SDHC SELENON SHFL SLAMF1 SLC15A5 SLC1A3 SLC30A2 SLC43A1 SLX9 SMAD5 SMUG1 SNAP29 SNORD89 SNTG2 SNX33 SOCS3 SOCS4 SOCS7 SPICE1 SPRY3 STX6 STXBP1 SV2B TBP TDRD9 TECR TERB2 TFG TIMM29 TMEM151B TMEM199 TMEM39A TMEM64 TMEM74 TNR TPK1 TPRG1 TRIOBP TSEN34 TSPAN31 TSPAN5 TSPAN8 TSPYL2 TTC30A TTC30B UBE2B UBE2N USF3 WDR13 WDR35 WDR41 WDR45 WRN YBEY YEATS4 YES1 ZBTB39 ZBTB9 ZCCHC10 ZFTRAF1 ZFYVE9 ZMAT5 ZNF141 ZNF347 ZNF383 ZNRD2 GSE41176_WT_VS_TAK1_KO_ANTI_IGM_STIM_BCELL_1H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41176_WT_VS_TAK1_KO_ANTI_IGM_STIM_BCELL_1H_DN ABCA8 ACTR3B ADAMTS18 AGRN ALX1 AMBN AMOT AMTN ANO9 AQP5 ARPP21 ATP13A4 BBS12 BMP7 BPIFB2 CA12 CAGE1 CASQ1 CCDC171 CCDC85B CD160 CD164L2 CD34 CDH22 CEP126 CHCT1 CHRM4 CLIC3 CLK1 CNTNAP2 CPXM2 CSRNP3 CWC22 CXCR6 CYFIP1 DCST1 DENND5B DGKB DHX57 DNAH8 DNAJC7 DPYD EFCAB14 EGF EIF4G2 ELANE ENSG00000267882 ENSG00000285566 EPS15L1 EREG ESR2 EXPH5 FAM174B FBXO43 FOXD4L1 FOXF2 FREM2 GABRA1 GDPGP1 GIMAP4 GJB5 GJC3 GLG1 GPR26 GXYLT2 GZMM H3C4 H3C7 HAO2 HECTD4 HNF4G HOXD8 IDS IL13RA2 IL1RAPL2 IL20 IL2RA INA IRF4 ITGA9 KCNC4 KCND2 KCNK1 KHDC4 KRT2 KRT8 L1TD1 LBP LGI1 LINC00461 LRGUK LRP2 LRRC69 LRRC73 LRRN4 LRRTM2 LYPD3 MAB21L1 MAP3K1 MAPK10 MAPK4 MARF1 MMUT MS4A1 MYL1 NADSYN1 NBEA NCAM2 NCR1 NEAT1 NKAP NLRP4 NPY1R NR1I2 NR6A1 OR2S2 PABPC1L PCBP1 PDCL2 PDYN PEBP1 PHACTR4 PLCH1 PLLP PON1 PPP1R3C PRDM16 PRKAA2 PROS1 PROX2 RAB39B RALY RBM4B RBM6 RGR RNF133 RNF152 RPE65 RPL14 RPS3A RSPH4A RSPO2 RTL3 SCGB3A2 SCLT1 SEPTIN2 SERBP1 SERPINC1 SERPINI2 SHD SHE SIT1 SLC15A4 SLC6A1 SLC6A11 SMIM1 SNHG11 SORBS1 SPON1 SRSF12 ST14 STAC STK4 SUN3 TBC1D4 TDRD12 THBS2 TIAM2 TMC7 TMEM200A TMEM204 TMEM213 TMEM72 TOR3A TPT1 TRIM31 TRIM6 TSPAN12 TSPAN7 TSPAN8 TSTD1 TTC39A TTN UBASH3A UBE3D UCN2 VCPIP1 VEPH1 VNN1 VTCN1 VXN WDR70 WNT3 YTHDC1 ZBTB32 ZBTB5 ZFC3H1 ZNF169 ZNF322 ZNF423 GSE41176_WT_VS_TAK1_KO_ANTI_IGM_STIM_BCELL_1H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41176_WT_VS_TAK1_KO_ANTI_IGM_STIM_BCELL_1H_UP A4GNT ABCA8 ABL1 ADAMTS20 ADRB1 AGR3 AGRN ALKBH2 ALKBH8 ALX1 ANAPC4 ANKRD26 ANP32B ARFGAP1 ARHGEF10L B3GAT2 BICD2 C3orf22 C7orf31 CALB1 CAMK2N2 CASP2 CCDC106 CCDC150 CCNYL1 CDH23 CELA2A CEP126 CHST10 CLCA4 CREB5 CRISP3 CSGALNACT1 CSNK2A1 DCUN1D3 DET1 DHX57 DNAH8 DNAJC3 DNAJC30 EBF2 EBF3 EIF4G3 ENTPD7 FANK1 FBLN7 FBXO15 FRAT2 GADD45G GCGR GCNT3 GJD2 GP1BA GPN1 GPRC5A GRHL1 GRIA1 GTF2IRD2 HECTD4 HEPH HORMAD1 IER3 IL10 INHA INPP5E INSYN2B IRF1 JCHAIN KCNC4 KDELR2 KRT2 L1TD1 LDHD LINC01973 LMAN1 LMOD1 LONP1 LRIT1 LRRC28 LRRC74A LRRTM2 MAP3K8 MARK3 MAU2 MCAT MEAF6 MET MGAT4C MISFA MORC4 MOXD1 MT1E MT2A MYLK3 NADSYN1 NBEA NCKAP1L NFAT5 NFIL3 NGEF NPM3 NR6A1 PCDHB13 PDAP1 PDCD6IP PEBP1 PHACTR4 POLE4 POLR1F PPIB PPP1R17 PPP4R4 PRDM16 PRKG1 PROS1 PROZ PTDSS1 PTGFRN RAB3GAP1 RALY RBSN RIC3 RIOK1 RND1 RNF43 RPAP2 RUVBL1 SAMD5 SATB1 SBNO2 SCARA3 SCLT1 SDAD1 SERBP1 SFTPC SH2D4B SLC10A2 SLC35D3 SLC4A9 SLC6A14 SMARCA1 SNAP47 SNRPF SOCS3 SPNS3 SRRD SRSF12 SS18 ST14 ST6GAL1 STAC STK24 SUN3 SYCE1L SZT2 TAF4 TBCE TBL1XR1 TDP1 TERF1 TFAM TFAP2D THBD THOC2 TMEM260 TNFRSF18 TNFSF14 TOR3A TRAPPC9 TRIM29 TRIM7 TSPAN8 TSPY1 TTLL3 UBE3D UBQLN2 UBQLN3 UBXN4 UCN2 UCN3 UNKL UTP23 VCPIP1 VEPH1 VNN1 WDR13 WDR70 XKRX YES1 ZBTB37 ZBTB40 ZC2HC1C ZFAT ZFP2 ZFYVE9 ZNF169 ZNF423 ZYX GSE41176_WT_VS_TAK1_KO_ANTI_IGM_STIM_BCELL_24H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41176_WT_VS_TAK1_KO_ANTI_IGM_STIM_BCELL_24H_DN ABHD5 ACAA1 ACADSB ACAT2 AGO2 AHCTF1 AHCY ALOX5 ANKRD46 AP3S2 ASMTL ATG9A ATP1A1 BCL2L11 BICD2 CACNA2D2 CADPS CALCOCO1 CALM1 CALM2 CASP9 CAT CCDC6 CCS CD86 CDC42EP4 CDIPT CDK14 CDK8 CDKN1C CEBPD CEP57 CKAP5 CNPPD1 COL4A1 CPNE1 CRYBG3 CSHL1 CTDSP2 CYRIA CYTIP DAG1 DGAT1 DGCR2 DIAPH2 DOP1B DPYD DUSP5 ECI1 EEF2 EFNB2 EIF4EBP2 ENC1 ERCC6 ESS2 ETV5 EVI2A EVI2B FAM114A1 FAM89B FEM1C FGF1 FGL2 FNBP1 FOS GAB1 GADD45A GALNT1 GALNT10 GDE1 GLCE GLS GNAI2 GPD1L GSTA2 H1-10 H2AC6 H2AX H2BC10 H2BC11 H2BC12 H2BC13 H2BC14 H2BC15 H2BC21 H2BC4 H2BC5 H2BC6 H2BC7 H3C4 HADHA HDAC5 HECTD4 HEXIM1 HLA-E IDH1 IDH2 IL1RAP IMPDH2 ING1 IP6K1 ITPR2 JMJD1C JUNB JUND KDM4A KIF13B KPNA5 KRTAP26-1 KYAT3 LRPAP1 LTA4H MAP3K14 MAPK14 MAPK7 MARCKSL1 MEGF9 MEOX2 MINDY2 MLEC MMP12 MPST N4BP2L1 NAP1L1 NASP NCAPD2 NDUFA2 NFIL3 NHERF1 NPTXR NRIP1 NXF1 OCEL1 OSER1 OXA1L PABPC1 PAPSS2 PCBP2 PCNA PDE6D PITPNM1 PLAGL1 PLCB1 PLEKHO2 PLOD1 PODXL POLB POLG2 POLR2A PPM1D PPP1R13B PRCP PRPS2 PTEN PTPRA RABIF RALY RETREG3 RGS2 RHOG RNF103 RPL12 RPLP1 RPS14 RPS2 RPS8 SERPINB1 SLC16A1 SLC25A6 SLC35A1 SLCO3A1 SMARCD2 SOCS6 SPTAN1 ST8SIA4 STX6 SV2B SWAP70 SYT1 TAF5 TCAF1 TCFL5 TKT TOB1 TP53I3 TRAM2 TSC22D3 TUBB3 TUBB4A TUBB4B TULP3 UBE2G1 UCP2 ULK1 VPS8 WDR47 WIPI2 ZCCHC24 ZNF10 ZNF423 GSE41176_WT_VS_TAK1_KO_ANTI_IGM_STIM_BCELL_24H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41176_WT_VS_TAK1_KO_ANTI_IGM_STIM_BCELL_24H_UP ACSL3 ACVR1 ADM ADRM1 AFG3L2 AGO2 AHNAK AKAP17A ANXA2 ARF5 ARIH1 ASMTL ASPH ATF2 ATG4B ATP6V0C ATP6V0D1 BAHD1 BCAP31 BCAR3 BLVRB BMP6 CA2 CAMSAP1 CAPNS1 CD163 CD302 CDKN1C CDKN3 CDS2 CKS2 CLIP1 CNPPD1 CNPY3 CNTN6 CREG1 CYTH2 DEGS1 DNAJB9 DUSP1 ECI1 EFHD1 EMP1 EPS8 ERF EZR FADS1 FAH FAM89B FAU FEM1C FICD FLNB FNDC3A FOS FOSL1 GADD45A GBE1 GCLC GCLM GFPT1 GGA2 GLA GMPS GOLGA2 GORASP2 GRB10 GSR HDAC5 HDLBP HIC2 HMGA1 HMOX1 HOMER3 HPCAL1 HRAS HSPA5 HTATIP2 HYOU1 IDS IL1RAP IL6ST IP6K1 JAG1 JMJD1C JMJD6 JOSD1 JUN KCTD7 KDELR1 KDELR2 KEAP1 KIAA0232 KLC1 KLHL21 LMNA LST1 LY86 MANF MAPK7 MAPKAPK2 MCFD2 ME2 MEF2D MEIS3P1 MGAT1 MIR22HG MOAP1 MTFR1 NDEL1 NDUFS7 NQO1 NRG1 NUCB1 OAT ODC1 PCSK5 PCYT1A PDIA4 PGD PGM3 PHF1 PITPNA PITPNM1 PLEKHM1 PLEKHM2 PLEKHO2 POR PPARG PPIF PRCP PSMD7 PTOV1 RAB5B RABAC1 RALY RHOB RHOC RIT1 RNF103 RNF4 RNH1 RRBP1 RYBP SEC16A SERINC5 SERTAD2 SETD3 SFN SLC10A3 SLC25A1 SLC39A7 SLC3A2 SLC6A6 SLC6A8 SMARCD3 SOD1 SOGA1 SPAG9 SQSTM1 SRSF3 STRN STX5 TBXAS1 TDP2 TESK1 TFE3 TKT TLK1 TMEM41B TPI1 TPST2 TRIB1 TRIM16 TRIM2 TSPAN4 TSPO TSPYL2 TUBB2A TUBB3 TUBB4A TUBB4B TXNRD1 UBE2D2 UBE2H UBE2S UBN1 UBTF UGDH ULK1 VAMP3 VCP VDAC3 WIPI2 YWHAQ YWHAZ ZBED4 ZFAND5 ZFP36L1 ZNF516 GSE41176_WT_VS_TAK1_KO_ANTI_IGM_STIM_BCELL_3H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41176_WT_VS_TAK1_KO_ANTI_IGM_STIM_BCELL_3H_DN ABCE1 ADAMDEC1 AK4 AKR1B1 ALOX5AP ANXA2 ATP2C1 ATP5MC1 ATP6AP1 ATP6V1F ATP6V1H BANF1 BATF BCAP31 BCAT1 BCL2L1 BET1 BHLHE40 BOLA2 BYSL CALU CAPG CCL7 CCR1 CCR5 CCRL2 CD47 CD63 CD93 CDK4 CEBPB CEP170 CLN3 CLUH COMT CPVL CRIM1 CSF2 CSF2RA CSTB CTNS CTSD CYBA CYP1B1 DDX10 DDX27 DDX39A DENND4B DKC1 DNAJC7 DPH2 DUSP3 DYRK3 EBNA1BP2 EIF2S1 EIF3B EIF4E EIF4G1 EMG1 EWSR1 EXOSC7 FERMT2 FKBP2 FUBP1 GBA1 GEM GGCT GLA GNPDA1 GOLGA3 GPSM3 GRN GSAP GSDME GSR GSTO1 GTPBP6 GYPC HDDC2 HDGF HES1 HEXA HIP1 HK2 HNRNPA3 HNRNPU HSP90B1 HSPA9 HSPE1 HYOU1 IFRD2 IGF2R IGSF6 IL1RN IL2RG INHBA IQGAP2 IRAK1 JMJD6 KEAP1 LHFPL2 LIMS1 LMNB2 LPL LRRC41 LSP1 LTBR LYSET M6PR MAD1L1 MAK16 MAP3K4 MAPK6 MAT2A MET METTL1 MFSD5 MGAM MPV17 MRPL12 MRPL23 MRPS12 MSC MYDGF NBN NHP2 NME1 NOL7 NPC1 NR3C1 NRAS NSMAF NUP188 OSM PDIA6 PES1 PHACTR1 PIR PISD PLEKHB2 PLOD3 POLR1C PPIB PSMD11 PSMD3 PSMD8 PTAFR PTPN6 PUM3 RAB13 RAB33A RAD23A RAD23B RBM19 RDX RELA RENBP RGL1 RIPOR2 RNASEH1 RNH1 RRAGD RRN3P1 S100A11 S100A9 S100P SEC24C SERPINA1 SLC16A6 SLC38A6 SPINK1 SPP1 SQSTM1 SRM SRSF1 SRSF3 ST3GAL6 STT3A STX4 TARDBP TBC1D9 TDP2 TFEC TIMM17A TNFRSF14 TNFRSF8 TNFSF14 TOMM40 TPP1 TRMT1 TSR1 UBE2J1 UPP1 URB2 URM1 UTP3 VPS11 WDR18 WSB2 ZFYVE26 GSE41176_WT_VS_TAK1_KO_ANTI_IGM_STIM_BCELL_3H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41176_WT_VS_TAK1_KO_ANTI_IGM_STIM_BCELL_3H_UP ACAA2 ADAM22 AHR ALKBH3 AMMECR1 AMPH ANKRD39 ANKS3 APOO ARMCX5 ASCC1 ASPSCR1 AUTS2 BAIAP2L1 BORCS7 BRINP1 BTG2 C19orf25 CAPN9 CARNS1 CCDC172 CCDC183 CCDC198 CD320 CD69 CDH2 CDK5 CEND1 CERT1 CFD CHST4 CIDEC CNTN6 COQ10B COQ6 CTXN3 CXCL2 CXCL3 CYTH3 CZIB DDI1 DKKL1 DNAAF11 DNAAF8 DNAJC24 DNAJC5B DPF1 DSEL DUSP1 DUSP2 DZANK1 EAPP ECH1 EGR1 ELAVL3 ELOF1 EPX EXOC7 EXOSC4 FAM151B FANCD2OS FBP1 FBXO25 FBXO8 FEZF1 FHIT FILIP1L FOS FOSB FZD2 GALK2 GALNT9 GEMIN7 GGT7 GJA5 GLB1L3 GLIS3 GMPPA GNA11 GPN2 GRB2 GRID2 GRIK2 HAVCR1 HMG20B HMX2 HSPB8 HTRA1 IER2 IER3 IFT140 IL10 ILK INSM1 INTS12 JSRP1 KCNK5 KDM4C KDM6A KLHDC8A KLHL36 KPTN KRT24 LMO1 LRFN3 LRRIQ3 LTB MALT1 MBIP MIF MIR22HG MRPL10 MRPL30 MRPL37 MRPS18A MYOT NDUFS8 NFKBID NIPSNAP3A NKAPL NLRP12 NLRP3 NNAT NRG3 NT5C3A NXF3 ODF1 OLIG2 OPA3 OSM PABPN1L PAFAH1B3 PCSK9 PDE4B PDGFRL PDX1 PEBP4 PKHD1 POP7 PPP1R15A PPP1R1B PRKAG1 PSMD8 RAI1 RAMP2 RASAL2 RASD1 REX1BD RIC8B ROS1 RPL19 RPP21 RPS6KB2 RRAGA RSPH1 SEC13 SEC22A SERPINB12 SIGIRR SLC25A18 SLC30A10 SLX9 SMARCD3 SMIM20 SMIM23 SNRNP27 SNRPA SOCS3 SOST SOWAHC SRRD SSR4 SUN5 TAFA1 TBC1D21 TCHHL1 TENT5B TEX13B TLCD4 TMEM128 TMEM222 TMEM255A TNFSF9 TOMM20L TREM2 TRMT44 UBE2N UCK1 UQCRC1 WDR18 WTAP ZFP36 ZFP42 ZIC5 ZNF560 ZNF652 ZNF703 ZNRD2 GSE41176_WT_VS_TAK1_KO_ANTI_IGM_STIM_BCELL_6H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41176_WT_VS_TAK1_KO_ANTI_IGM_STIM_BCELL_6H_DN ACO1 ACP2 ACSL4 ADA ADAMDEC1 ADAR ADGRE2 ADORA2A AIMP2 AK4 AKAP10 ALCAM ALDH9A1 AMPD3 ANKS1A AQP9 ARAP1 ARF3 ARFIP1 ARFRP1 ATP2C1 ATP6AP1 ATP6V0A2 ATP6V1E1 ATP6V1H B2M BATF BBS4 BCL2A1 BECN1 BIRC3 BMS1 BOLA2 BTG3 C3AR1 C5orf15 CAMTA2 CASP1 CCL4 CD40 CD44 CD47 CD48 CD69 CD80 CDK14 CDK4 CEP135 CFLAR CLK2 COPS7A COQ2 CREBL2 CRIM1 CYRIA DDX18 DDX19B DENND4A DMXL2 DNAJC11 DUSP2 DYNC1I2 DYRK3 EHD1 EIF2B2 EIF3M ENG EPM2AIP1 FARSA FCHSD2 FH FLOT1 FLT1 FNBP1 G0S2 GBP1 GCH1 GGA3 GGCT GPR137B GPSM3 GRB2 GSDME GSK3B HAX1 HCAR3 HCK HDGF HLA-F IFNAR2 IFNGR1 IFNGR2 IGSF6 IKBKB IL18 IL2RG IL4R INSIG1 IQGAP2 ITGA1 IVNS1ABP KANK1 KCNMB1 KYNU LAIR1 LAMP3 LPL LPP LSS LYN M6PR MAK16 MAP3K4 MAP3K5 MLH1 MRPL9 MSC N4BP1 NAB1 NBN NCAPD2 NDUFV2 NECAP1 NFKB1 NFKBIA NR3C1 NUP188 OTUD4 PATZ1 PDE4B PDHX PFDN1 PIM2 PISD PLD1 PLSCR1 POLR1C POLR2J PPP3CB PSMA6 PTAFR PTEN PTGS2 PTPN6 PTPRJ PTX3 PUM3 RAB13 RAB3GAP1 RABGGTB RAC2 RAD23A RARS1 RFTN1 RGS19 RHOQ RIN2 RIPK2 RIPOR2 RPE RUVBL2 SASH1 SERBP1 SERPINB1 SERPINB9 SGPL1 SHMT2 SLC11A2 SLC39A8 SLC7A7 SMS SOCS3 STAT1 STAT4 STAT5A SUCLA2 SUSD6 TADA3 TBC1D9 TFDP1 TFEC TFRC TNFAIP3 TNFAIP8 TNFRSF4 TNIP1 TRAF3IP2 TRAFD1 TUBB UBE2D1 UTP3 VAV1 VPS11 ZBTB24 ZC3H13 ZFYVE26 ZNF10 ZNF175 ZNF330 GSE41176_WT_VS_TAK1_KO_ANTI_IGM_STIM_BCELL_6H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41176_WT_VS_TAK1_KO_ANTI_IGM_STIM_BCELL_6H_UP ABTB1 ACBD5 ADA ADAMTS1 ADAMTS12 ADRB2 AFF4 AFMID AHR AIM2 AIMP2 AKAP4 ALDH1B1 ALOX15 ARID4B ARID5A ASGR2 ATG3 AVL9 BCAS2 BECN1 BPNT1 BTF3L4 BTG2 C1orf141 CAVIN2 CCDC150 CCL4 CCNC CD320 CD69 CELF1 CFLAR CHM CIRBP COQ10B CSRNP1 CTBS CUBN CXCL2 CXCL3 CZIB DNAAF11 DNAJB6 DR1 DUSP1 DUSP2 DYNLRB2 EBF3 EBF4 ECHS1 EFCAB7 ESCO1 ETV3 EWSR1 FAM204A FBLN7 FBXO8 FILIP1L FLI1 FLRT3 FOS FSCN2 FUT2 GADD45G GNA11 GPR19 GPR22 GRIN2C GRM5 GSK3B GTPBP3 HAVCR1 HIF1AN HLA-DOB HNF1A HNRNPH2 HNRNPR IER2 IER3 IGFBP2 IGLON5 IL10 IL1B IL20RB ING3 INSYN2B INTS12 IRF1 IRX3 JAM2 JOSD2 KAZN KBTBD3 KBTBD7 KDM1B KDM6B KIAA0825 KIN KLHDC2 KLHL9 KRT18 KRT20 LCOR LCORL LRRC4B MALT1 MAP3K8 MARCHF7 MBIP MEAF6 MEIG1 MET MOB4 MOSMO MT1E MT2A MTFR1 MYOM1 NADSYN1 NAP1L2 NCKAP5 NFIL3 NINL NLRP3 NME5 NSUN3 NUP42 ORM2 OSM OTX2 PCDHB15 PDE4B PDILT PEX3 PIGN PLSCR1 PNRC1 POF1B POGZ PPP4C PRICKLE3 PROSER1 PRSS23 PRXL2C PTGFRN PTGS2 RAP2B RASL11A RBM7 RND3 SBNO2 SCOC SEC22A SEC24A SEPTIN6 SLC25A16 SLC25A20 SLC30A8 SMARCA2 SMIM23 SMN1 SNORD89 SNX21 SOCS3 SOX15 SPATA1 SPINDOC SRRD SS18 STARD3NL SUMF2 TATDN3 THBD THNSL2 THUMPD3 TMEM132C TMPRSS11D TNFSF9 TREM2 TTC1 TTC19 TUBB2A UBE2D1 UBQLN3 USP33 UTP23 VAMP7 VSNL1 WDR20 ZBTB37 ZBTB44 ZFP36 ZNF335 ZNF347 ZNF410 ZNF474 ZNF597 ZNF600 ZNF800 GSE41176_WT_VS_TAK1_KO_UNSTIM_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41176_WT_VS_TAK1_KO_UNSTIM_BCELL_DN ABLIM2 ACKR1 ADAM32 ADGRG3 ADH4 ADM2 AICDA ALK ANGPTL7 ANKRD63 APBA2 APOB AQP5 ARHGAP33 ARHGEF28 ATP10B ATP13A4 ATP7B BTN1A1 C16orf95 C22orf23 C2orf72 C4orf19 C5orf47 CACNA1G CCDC102A CCDC172 CCDC25 CCDC73 CELA2A CELSR2 CEND1 CES1 CES5A CFD CGN CHCT1 CHRNB1 CHRNE CLEC4F CLK1 CLPS CNR1 COL4A4 COL9A1 COLEC11 CORT CRPPA CRYAA CUX2 CYP17A1 CYP2U1 DCAF12L1 DDR1 DNAI2 DNALI1 DPPA5 DUS2 DYNC2H1 ELMOD3 EMC1 EPS15L1 FAM181A FLVCR2 FOXA3 FREY1 GANC GGT7 GJB5 GLP1R GNE GOLT1A GP2 GP6 GPR3 GRIK2 GRIK3 H2BC13 HAO1 HIGD1B HLA-A HLA-DRA HOXC8 HOXD8 HTR1F IL1R1 ITIH1 JADE2 JAG2 KCNJ16 KCTD2 KIAA1549 KIF2B KL KLHL10 KLHL11 KRT32 KRTAP21-1 KXD1 LHB LHCGR LMNTD2 LRRC20 LRRIQ4 LYPD2 MACROD2 MAL MAPK13 MARF1 MED12L MFAP1 MIA MISP MROH3P MSX1 MUC13 MYL3 MYL6B MYMK MZB1 NEUROD4 NIPAL2 NOG NPAS1 NSL1 OR10J5 OTOS PARVA PCDH20 PCDHB16 PCDHB7 PDE3A PDP2 PDZK1 PEBP1 PGR PIP PLA2G2F PLEKHG5 PPARGC1A PRDM16 PROM2 PSAPL1 PSMB11 RBM11 RBMXL2 RERG RGS12 RPL35 RRH SAP18 SCN4B SELP SLA2 SLC1A1 SLC1A2 SLC22A6 SLC26A1 SLC35F3 SLC38A5 SLC6A16 SLC6A5 SLITRK4 SOX3 SPATA6L SPINK4 SPOCK1 SVOP SYNE2 SYNE4 SYT12 TAS2R1 TBX6 TENM1 THG1L TIE1 TINAG TMEM121B TMEM213 TMEM74 TMIE TMOD2 TNFRSF19 TNFRSF9 TNPO3 TNS4 TOGARAM2 TRPM3 TSLP TTC23 TUT1 TXNIP URI1 USP49 WIF1 ZCCHC18 ZFC3H1 ZNF239 ZNF563 GSE41176_WT_VS_TAK1_KO_UNSTIM_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41176_WT_VS_TAK1_KO_UNSTIM_BCELL_UP ACSL1 ACSL6 ADGRG1 ADH1A ADRA1B AEBP1 AKIRIN1 AKT3 ALCAM AMACR ANKLE2 AQP9 ARFGAP3 ARID5A ATF4 ATF7IP AVP B4GALNT1 BACH1 BCL2A1 BID BMP6 BRAP BTG2 C10orf95 CALCOCO2 CAMP CCDC9 CD69 CDC42EP2 CDK17 CHD4 CHD5 CHST7 CLCN2 CLIC4 CLK3 CNN1 CRYBB3 CSNK1D CSNK1E CYRIA DBN1 DNAJB5 DNAJC8 DNASE1L2 DNTT DNTTIP2 ECE1 EDC3 EFNA2 EMD ENDOD1 EREG FABP3 FZD9 GBP2 GCH1 GJB5 GMIP GPR37L1 HDAC11 HLA-DQB1 HLA-DQB2 HMCES HOMER2 HOXA11 HRH3 HROB ICAM2 IGHG1 INCENP INSIG1 IP6K1 IST1 JAM3 JOSD1 KANK1 KBTBD2 KCNK7 KCNQ2 KHDRBS3 KHNYN KIF25-AS1 KLHL1 KMO LILRA4 LIME1 LINC00115 LOXL1 LOXL3 LTK LY6D LYPD3 MAFF MAP3K8 MAPK6 MIA MUC2 NAB2 NAMPT NDST4 NFKB2 NHERF4 NINJ1 NOP53 NPY4R NR4A1 NR4A3 NR5A1 NRTN NTRK1 NUP98 ORC1 P2RX7 P2RY14 PCDHA6 PCDHGA9 PHGDH PODXL PPP1R15A PPP2CA PRDM16 PSEN1 PTGDS PTTG2 PTX3 RAB5A RAP1B RAP2C RAPGEF2 RASA3 RBBP8 RBP3 RELA RHCG RNF126P1 RNF2 RPL13 RPL24 RPL30 RPL32 RPL35A RPLP1 RPS13 RPS14 RPS27 RRAGC SEC14L3 SF3B4 SH3GL1 SIPA1L1 SLC22A17 SLC38A3 SMS SNCG SNN SOD2 SPON2 SPRR1A SRD5A2 SRPK3 STK19 STX11 SZRD1 TAGLN2 TBX1 TENT5C TFF2 TICAM1 TJP2 TK1 TLK2 TNFAIP6 TNFAIP8 TNFRSF1B TNIP2 TOE1 TOM1L2 TP53BP1 TPRA1 TPSG1 TRA2B TRIB3 TSPYL2 UBAP1 UBE2H ULBP2 USP12 VAPB VASP VRK3 WTAP ZBTB17 ZFAND3 ZNF394 ZNF586 ZP2 GSE411_100MIN_VS_400MIN_IL6_STIM_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE411_100MIN_VS_400MIN_IL6_STIM_MACROPHAGE_DN ABCE1 ABHD14A ABRACL ACTN1 ADH5 ADK ADORA2A AHCY AHCYL2 AHSA1 AIMP2 ALDH18A1 ALG3 ALG5 ALG8 ARL5B ATIC ATP5MC3 BABAM2 BANF1 BTF3L4 CALU CAMSAP1 CCDC115 CCDC38 CCDC43 CCDC90B CD320 CEP170B CERS6 CFAP298 CINP CLPP CLUH CNOT9 COPS6 CREG1 DCTPP1 DDX1 DHX33 DNAJB9 DOT1L DPAGT1 DUS4L DYNLL2 E2F6 EEF1G EIF5B FAM133B FAM162A FAM185A FASTKD1 FBXO11 GCLC GCLM GEMIN5 GEMIN6 GFER GID4 GLA GLRX5 GNPNAT1 GOT1 GSR GTSE1 HAX1 HDGF HINT1 HIRIP3 HNRNPC HPGDS HPRT1 IFRD2 ILF3 IPO7 ITSN1 JMY KDM2B KIF2A KMT5A KPNA1 KRAS KRR1 KSR1 LPIN1 LSM2 LYAR MAGOHB MAK16 MARCKS MDN1 METAP2 METTL1 MFSD12 MIF MRPL3 MRPS22 MTHFD1L MVD MYO19 MYO1E MYOZ2 NAA15 NAA50 NAF1 NDUFA12 NDUFAB1 NDUFB6 NEFH NFKBIE NHP2 NINJ1 NMNAT3 NOL8 NOP9 NPM1 NR4A2 NSFL1C NUP205 OLA1 OTUD4 PDCD5 PECR PFDN6 PHB1 PIGU PLSCR1 PMEPA1 POGK POLR1C POLR1F POP1 PPHLN1 PPIA PPIG PPP1R14B PRDX6 PRELID3B PRMT6 PRPF31 PRPF40B PSMA3 PSMA4 PSMB6 PSMD7 QTRT1 RAD23A RCC1 RIOK2 RIOX2 RPL7L1 RSL24D1 RWDD1 SEPTIN11 SERBP1 SIMC1 SLC1A5 SLC25A6 SLC29A2 SLC39A14 SLC3A2 SLC7A1 SLCO4A1 SMN1 SNHG12 SNRPD1 SOD1 SPG21 SSR4 ST6GALNAC2 SUGT1 SUPT3H SURF2 SYNCRIP TAF1D TBL3 TFDP1 TGIF2 THOP1 TIGAR TIMM10 TMEM165 TMTC4 TOMM20 TPI1 TRIB3 TRMT61A TTI2 UTP18 WDR43 WDR55 WDR70 WDR77 WEE1 XPOT YBEY YTHDF2 ZIC2 ZNF593 ZNRD2 GSE411_100MIN_VS_400MIN_IL6_STIM_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE411_100MIN_VS_400MIN_IL6_STIM_MACROPHAGE_UP ACAA2 AIDA ALDH3A2 ALDH6A1 AMER1 ANXA2 ANXA4 APOBEC1 ARHGAP6 ARHGEF6 ARMCX2 AZI2 BAHD1 BCOR BTBD1 C12orf57 C17orf97 C1orf52 C1orf54 C8orf58 C9orf85 CAMKMT CASP1 CASP7 CBY1 CCDC93 CCPG1 CD2AP CD40 CD99L2 CDC42EP4 CEP350 CEP70 CETN2 CHUK CKAP4 CPSF3 CPT1A CRAMP1 CREBL2 CTCF CTSC CYBB CYFIP1 DAZAP2 DEF6 DENND2D DFFA DHRS7 DIP2A DNMT1 DSE DYNC1I2 EDEM3 EGF EHHADH ENTPD5 EPB41L2 ERMARD FAM117B FANCM FBXL17 FBXW10 FCRL1 FMO5 FTH1 GAB3 GALNT6 GCC1 GIMAP1 GNGT2 GRK6 GYG1 HIVEP1 HLA-DRA HLCS HLX HNRNPH3 ICE1 IER5 IFIT2 INCA1 ING1 INTS4 IRF2 IRGM KANSL1 KCNN4 KCTD14 KHK KMO LAMTOR3 LBR LIFR LINC01160 LPIN2 LRRC23 LYNX1 LYSMD3 MAP4K5 MAPK9 MARCHF7 MARVELD2 MEF2C MICU2 MINK1 MKS1 MOSPD3 MTA3 MTMR6 MXI1 MYH9 NAE1 NAPG NBDY NCAPG NCOA3 NICN1 NR2C2 NTAN1 NUAK2 NUCB2 NXPE4 PADI2 PAIP2 PBXIP1 PCCA PCMTD2 PCOLCE PICALM PIERCE2 PRUNE1 RAB33B RAB35 RASSF6 RBL1 RDH12 RERE RETREG1 RFX5 RGS19 RINL RNASEL RNF139 RREB1 RUFY1 S100A11 S1PR1 SDF2 SEC24D SERPINI1 SETD1B SGPP1 SH3GLB1 SHISA5 SIAE SIDT1 SLC2A1 SLC40A1 SLC41A3 SLC44A3 SLCO5A1 SMIM14 SNAP29 SNX29 SOCS3 SPATA7 SPNS3 SPOP SSH1 STX2 STXBP2 SVIL SYPL1 TAX1BP1 TBC1D1 TGFB3 TLR3 TM7SF3 TMC6 TMEM176B TMEM181 TMEM234 TMEM26 TNFRSF13B TNK2 TNNT3 TRAK1 TRIM35 TUSC3 TWF2 UBAC2 UBP1 UFL1 VAMP8 VWA7 YEATS4 ZMIZ1 ZNF260 ZYG11B GSE411_100MIN_VS_400MIN_IL6_STIM_SOCS3_KO_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE411_100MIN_VS_400MIN_IL6_STIM_SOCS3_KO_MACROPHAGE_DN ABCC5 ACP2 AIDA ALG1 ALG2 AMER1 ANKZF1 ARSB ATE1 AZI2 B4GALT5 BAZ2A BAZ2B BCAS3 BCLAF1 BTBD1 BTD C17orf97 C1orf198 C1orf54 C2orf68 CACFD1 CALCOCO1 CASP8 CAST CD22 CD276 CD47 CD79B CD84 CDK16 CFLAR CHIC1 CHMP1B CISD3 CIZ1 CLCN5 CLIP1 CNR2 CNTD1 COL6A5 CPM CPSF7 CRADD CRB3 CRLF3 CTSC DAZAP2 DENND6B DHRS7 DIP2B DNAJB14 EFCAB9 ENTPD4 ENTREP3 EP300 ETFRF1 FAM120B FAM193B FCRL1 FICD FLI1 FNBP4 GALNT6 GDPGP1 GIMAP1 GLO1 GLT8D1 GNG2 GOLGA5 GPS2 GPX1 GRAMD2B GRAP GRAP2 GRN HLA-DOA HSD17B4 HSH2D HVCN1 IMMP2L INCA1 INPP4B INPP5F IP6K1 IPCEF1 IQGAP1 IQSEC1 IRF4 KCTD14 KCTD6 KLHL17 KMO KMT2D LATS2 LDB1 LPGAT1 LSP1 LTB LUC7L2 LYN MCCC1 MDP1 MED12 METTL3 MFSD3 MIEF2 MMS19 MXD4 NADK NCF1 NFKB1 NFKB2 NFRKB NPC1 NUAK2 NUCB2 NUDT6 PAN2 PARD6G PARP14 PATJ PBXIP1 PCIF1 PDE8B PHF7 PIAS3 PIGX PIK3CG PIK3R4 PIP4P2 PISD PLCG1 PLGRKT PPCS PRPF4B PRSS46P PTPN6 PTPRE RAB37 RBL2 REEP5 RELA RFK RGP1 RHOF RNF181 RPS11 RPS21 RSBN1 SAMHD1 SDF4 SIDT2 SIPA1 SIPA1L3 SLC2A6 SLC35B3 SLC37A4 SLC46A3 SLC4A11 SLC9A8 SLCO5A1 SMPD1 SPAG9 SPICE1 SPNS1 SPTBN1 STAT6 SUN1 SUPT20H TBC1D20 TEX264 TM9SF2 TMC6 TMEM115 TMEM181 TMEM229B TMEM9B TNFRSF13B TRIM11 TRIM7 TSPAN32 TVP23B UBA7 UBE3B UNKL USF3 VASH2 WBP1L WDFY4 WFS1 YIPF6 ZCCHC2 ZDHHC13 ZNF260 ZNF266 ZNF398 ZNF808 ZSCAN26 ZYG11B GSE411_100MIN_VS_400MIN_IL6_STIM_SOCS3_KO_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE411_100MIN_VS_400MIN_IL6_STIM_SOCS3_KO_MACROPHAGE_UP AARSD1 ACBD3 AK3 AKAP1 ALG9 ANKRD6 APIP APP ARF1 ARHGAP21 ARHGAP6 ARL5A ASCC3 ATF6B ATP5PO AURKA BAAT BCKDK BCL2L14 BRWD3 C4orf46 CASS4 CBY1 CCAR1 CD2BP2 CDC123 CDC25C CENPE CENPK CHCHD3 CHRNB4 CHTF18 CISH CKAP2 COX17 COX6B1 CPD CPZ CRYBB2 CTBS CTSE CUL2 CX3CL1 CXCL10 CXCL9 DDIT3 DIPK2A DIS3L DMWD DNAJA3 DNMT3A DYNC2H1 EBAG9 ECI1 EIF6 F10 FADS1 G6PD GALNS GDPD1 GFRA2 GLCE GMPS GOLGA3 GOSR2 GPSM2 GPT2 GSTM3 GUK1 HEXIM2 HMMR HSPA14 IER2 IKBIP IL1A IL20RB JMJD8 KCNAB2 KIF18A KIF5C LAGE3 LMF2 LMO4 LRR1 LSR MAB21L3 MAGEH1 MAPRE2 MBNL2 MCEMP1 METTL6 MLX MRPL15 MRPL58 MRPS21 MYL2 MYOM1 NANOS1 NCKAP1 NDUFB7 NDUFB8 NDUFS6 NEIL3 NEK7 NFIC NMUR1 OXR1 P2RY14 PBK PDZD11 PER1 PHGDH PIGB PIK3R5 PLA2G4C PMM1 PNPO POLR2C PPM1H PPP1R10 PPP1R11 PPP2CA PPP2R2D PRCC PSIP1 PSMA7 PSPH RAB2A RAB38 RAB3D RABL6 RAD51AP1 REEP4 RHOA RIOK3 RNF103 RNF19B RNF7 RPN2 RRBP1 RTN3 SCCPDH SDHD SEC11C SERINC3 SH3GLB1 SH3TC2 SHB SHQ1 SLAMF8 SLC12A4 SLC35C1 SLC4A1AP SLC7A6 SMPD1 SPC25 SPHK1 SRGN SRXN1 STX12 STX5 SWI5 SYN2 TAPBPL TAS1R1 TBC1D7 TBL2 TBRG1 TESC TGFBI THY1 THYN1 TIMM17B TIMM29 TINF2 TLK1 TM9SF1 TMEM147 TMEM263 TNFRSF8 TNFSF10 TNNT2 UBA3 UBE2G1 UBE2L3 UHRF2 UQCRQ UROD USP15 UXS1 VAMP4 VCPKMT YAE1 YRDC ZBTB2 ZBTB38 ZCCHC18 ZDHHC2 ZNF428 ZZZ3 GSE411_UNSTIM_VS_100MIN_IL6_STIM_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE411_UNSTIM_VS_100MIN_IL6_STIM_MACROPHAGE_DN ABHD11 ABL1 ADAM19 ADCK1 ADGRE1 AIDA AKAP12 ALCAM ALG2 AMPD3 ANKRD44 ANXA5 AP4B1 AP5M1 ARHGAP9 ARID3B ARRDC3 ATRAID AZI2 B4GALT5 BAHD1 BBS4 BCL2L2 BCLAF1 BOD1L1 BTLA C16orf90 C18orf21 C19orf38 C3orf33 C4orf47 C8orf33 CACFD1 CALCOCO1 CARMIL1 CASP1 CASP8 CAST CD22 CD40 CD46 CD84 CDC42SE2 CDK16 CEP97 CHD1L CHD2 CHIC1 CHM CHMP1B CIITA CISD3 CMTM7 CNR2 CRB3 CREBL2 CRLF3 CTPS2 DDRGK1 DDX5 DHRS7 DICER1 DIP2B DTX3L DUSP7 EFCAB14 EPB41L4A EPS8L1 ETV3 EZH1 FAM120B FAM149B1 FAM210B FBXW10 FCRL1 FILIP1L FUCA1 GALNT11 GALNT4 GIMAP1 GLCE GNMT GOLGA5 GPCPD1 GPR183 GRAP2 HEXB HLA-DOA HLA-DRA HOOK3 HSD17B8 HTATSF1 HVCN1 IFIT1 IFNAR1 INCA1 ITIH5 ITK KCTD14 KHK KLHL36 KMO LAMB3 LDB1 LEF1 MAN1A1 MAP3K8 MAT2A MBOAT7 MCL1 MED12 METTL21A MORC3 MYO1F NAPSA NCF1 NFRKB NIBAN3 NLRC3 NNT NPC2 NSG2 PACS1 PBXIP1 PDCL PDE8B PDZK1 PGLS PHC3 PIBF1 PISD PJA2 POGLUT1 POLR3D PPM1L PROX2 PRRC1 PSKH1 PSTK PTPN6 RAD52 RASSF5 RBL2 RELA RELCH RFFL RGS14 RHBDF2 RNASEL RREB1 S100A11 S100A6 S1PR1 SAYSD1 SBNO2 SDF4 SFXN3 SHISA5 SLC16A6 SLC35B3 SLC37A1 SLC4A11 SLCO5A1 SNX2 SPAST TBC1D10C TBC1D14 TBC1D17 TGFBR2 TLE3 TMC6 TMCC3 TMED3 TMEM50B TMEM87B TNFRSF13B TNN TNRC18 TRAF3 TRIM7 TRMT6 TSHB TSPAN2 TSPAN32 TTC33 TUBA4A UBTD2 VAV3 VPS4B WWC2 YDJC YPEL2 ZC3H6 ZFP3 ZMYM2 ZNF383 ZNF507 ZNF629 ZNF784 ZSCAN26 GSE411_UNSTIM_VS_100MIN_IL6_STIM_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE411_UNSTIM_VS_100MIN_IL6_STIM_MACROPHAGE_UP ACBD6 ACD ACKR2 ACVRL1 ADAP1 AHCTF1 AHCYL2 AHR AKAP1 ANAPC16 ANKMY2 ANXA2 APRT ARL13B ATF3 ATP5F1C ATP6V0D1 ATP6V1E1 ATXN7L1 AVPI1 BAIAP2L1 BATF BATF3 BCL10 BMP8A BTF3 C19orf53 CACNA1S CAPNS1 CASP4 CCDC6 CCR5 CD68 CD86 CEBPB CENPA CHP1 CHST7 COQ10B CREG1 CRIP1 CXCR3 CYBA CYRIA CYTIP DDT DENND11 DEPDC5 DHRS3 DKKL1 DNM3 EBI3 EDEM1 ENKUR ERCC6L2 ETV6 EVI2A FAM107B FAM167A FAS FDX1 FOXN2 GLIPR1 GLIPR2 GNG10 GNG12 GOT1 GPCPD1 GPR34 GPRC5A GSTO1 GSTT2 GTF2E2 HERPUD1 HINT1 HK2 HMGCR HPD HSPA8 ICA1 IGBP1 ILDR1 IPMK IRF2BP2 ITGB1 ITPRIP JUNB KCNK6 KCTD17 KIAA1217 LCP2 LGALS1 LGALSL LMO7 LNX2 MAFF MAGED1 MAN1C1 MANEA MFSD10 MKI67 MNT MORN1 MPEG1 MRPS7 MXD1 MZB1 NATD1 NEIL1 NEU1 NR4A2 NSD3 NSMAF NUDT17 NUP210 PAK6 PAXBP1 PDE3B PDK3 PI4K2A PITPNA PKP4 PLEK PLEKHB2 PLEKHO1 PRDX6 PSRC1 PYCARD RAB11A RAB43 RAB9A RAPGEF5 RCN3 REL RELL2 RGS10 RNF138 ROPN1L RPLP0 RPS10 RPSA RRAGC RTCA S100A6 S1PR3 SERHL2 SIRPA SKAP2 SLC12A2 SLC15A3 SLC35F5 SLC36A4 SLC39A6 SMYD2 SNAP29 SNHG12 SNX20 SNX5 SRGN SYNE3 SYNGR2 TCP11L2 TCTE1 TEN1 TEX30 TFDP1 TGIF1 TK1 TLCD2 TM6SF1 TMED5 TMEM135 TMEM51 TNFRSF14 TNFRSF1B TNNI2 TNNT1 TPP2 TSPAN33 TTC39B TTC7B TUBB2A TUBB3 UBAP2L UBE2L3 UNC119B UPB1 UQCRFS1 USE1 VILL VRK2 WBP1L ZBTB20 ZC3H12C ZFAND3 ZFAND5 ZNF106 ZNF600 ZNF703 ZPBP GSE411_UNSTIM_VS_100MIN_IL6_STIM_SOCS3_KO_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE411_UNSTIM_VS_100MIN_IL6_STIM_SOCS3_KO_MACROPHAGE_DN ABI1 ACTG1 AICDA ANKRD37 ANKRD44 ANXA2 APOBR APP ARHGAP15 ARID3B ARL4C ASAP1 ASPH ATF3 ATP6V0D1 ATP6V1A ATP6V1E1 ATXN7L1 BAIAP2L1 BBS9 BCL2L11 BCL2L14 BRWD3 BSND BST2 C19orf53 CASS4 CD2 CD86 CDC25B CENPA CEP112 CEP43 CHD7 CHST7 CKB CLDND1 COQ10B CRAT CRIP1 CUL2 CYP51A1 DAD1 DAP DDIT3 DHRS3 DNAJB2 DNM3 DUSP5 DYRK3 EDEM1 EIF4EBP1 EMP3 ENC1 ERP44 EVA1B F2RL1 FAM107B FAM117B FAS FGF18 FKBP11 FXYD5 GLIPR2 GNA13 GNG12 GPCPD1 GPD1L GPR132 GRB7 GSTT2 HAVCR1 HERPUD1 HEXIM1 HIF1A HIVEP3 HMGCS1 HNRNPH2 IER2 IFITM3 IGBP1 IL2RB IL6R INSIG1 ITGA6 JUNB KCNK6 KCTD1 KCTD17 KDM6A KDM6B LASP1 LCP2 LDLR LGALS1 LIN54 LIPG LNX2 LRRC56 LRRC73 MAFG MAP4 MARCHF7 METRNL MEX3B MFSD14A MRPS7 MYADM NEK7 NEURL2 NKIRAS2 NRBP1 NSA2 OTULIN PACSIN1 PADI2 PCMTD1 PCYT1A PDK3 PGPEP1L PHF13 PI4K2A PICALM PIK3AP1 PITPNA PKP4 PLEK PLEKHB2 PLS1 PNPLA8 POLR1D PPM1G PPP1R11 PPP1R2P1 PTGER1 RAB30 RAB9A RALA RASD1 RIPOR2 RNF2 RRAGC RTCA RYBP S100A10 S100A6 SH2D1B SH3BP5 SH3PXD2A SH3TC2 SKAP2 SKIL SLC25A33 SLPI SNAP29 SNX25 SNX5 SPG21 SPN SPRED1 SRGN ST3GAL5 ST8SIA6 SUSD1 SYNE3 SYNGR2 SYT11 TATDN2 TBC1D14 TBX21 TEN1 TGIF1 THBD TM4SF5 TMED5 TMEM11 TMEM120B TMEM176A TMEM176B TNNI2 TPP2 TPPP TSPAN33 TUBB2A TUBB3 TXNDC16 UBE2B UBE2G1 UBE2H UBL3 UNC119B UPB1 UQCRFS1 VAT1 VPS35 ZBED6 ZBTB2 ZCCHC9 ZNF703 ZNF830 GSE411_UNSTIM_VS_100MIN_IL6_STIM_SOCS3_KO_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE411_UNSTIM_VS_100MIN_IL6_STIM_SOCS3_KO_MACROPHAGE_UP AAK1 ABCG1 ABHD11 ACSS1 AGL AGRN AHR AIG1 AKAP7 AMDHD2 ANP32A AP1G2 APBB1IP APOBEC3B ARGLU1 ARHGAP45 ARHGEF6 ASH1L ATP2A3 B3GNT8 BATF BIVM BMP2K BORCS7 BRAT1 BRD9 C11orf68 C2orf68 C3orf33 C4orf33 CAMTA2 CASP1 CASTOR1 CCDC28A CCDC47 CD300LF CDC23 CDC42SE1 CHD6 CHD9 CHKB CHMP1B COA6 CORO1B COX20 CRTC1 CSK CYB561D1 DCP2 DCXR DDX5 DDX54 DHODH DNAL1 DNASE1L3 DTNBP1 DYNLT2B EEF1AKMT2 EIF2AK4 EPB41L2 EPOP FAM120AOS FES FUCA1 GALNT12 GAN GANC GML GNGT2 GPX7 GTF2I H2AJ HLA-DRB1 HOXB3 HPSE HYCC1 IL4R INTS7 IRGC LAMB3 LIPT1 LONRF1 LRIG2 LY9 MAF1 MAP2K5 MAP4K1 MAP4K5 MDC1 MDN1 MECP2 MED10 MED12 MFSD8 MLH3 MRGPRE MRPS35 MTG2 MTMR11 MYO9B NCKIPSD NDST1 NDUFAF5 NEB NFATC2IP NFS1 NPM1 NSUN5 NT5C NUDT16 NUDT6 OBI1 OPA1 ORC3 OTULINL PBX4 PCBP3 PEAK1 PEX11G PHF2 PHIP PIGN POLI POLN PPM1E PPP1R3F PRPSAP2 PUS3 PWP2 RAC2 RBM33 RDH12 RELCH RETREG3 RGL2 RGS10 RIC8B RNF113A RPS6KA5 RTP4 S100A11 SAV1 SBF2 SBK1 SBSN SCOC SDCCAG8 SDHAF2 SHKBP1 SIAH1 SKAP1 SLC25A28 SLC2A9 SLC35B3 SLC43A2 SMAD2 SNAI3 ST6GALNAC3 STAG2 STRN4 STX16 STX7 TBC1D19 TCEA2 TESK2 TFAM TGFB1 TMEM100 TMEM185A TMEM260 TNK2 TP53BP1 TPD52 TRAF2 TRAF3 TRIM65 TRRAP TSN TTC21B TUT1 TUT4 TXNDC16 UBE2D1 USE1 USF2 VASH2 VPS37B VPS54 VRK2 WDFY1 WDR48 ZCCHC24 ZFP28 ZKSCAN8 ZNF157 ZNF236 ZNF354B ZNF518B ZNF688 ZNF808 GSE411_UNSTIM_VS_400MIN_IL6_STIM_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE411_UNSTIM_VS_400MIN_IL6_STIM_MACROPHAGE_DN ABCG4 ACBD6 ACSM3 AKIP1 ALG8 ANGPTL4 ANKMY2 ANKRD40 AP1S2 ARL4A BATF BBS2 BEND3 BPGM BTF3L4 C19orf53 C1orf53 CACNA1D CBX2 CCDC112 CCDC34 CDIN1 CENPQ CENPU CEP76 CFAP126 CFDP1 CHDH CHST7 CIBAR1 CMPK1 CNOT9 CRLS1 CRPPA CS CSE1L CTC1 CUTA CWC15 DBN1 DCP2 DDIAS DEK DHRS1 DIS3 DMRT2 DNAJA2 DNAJC19 ECHDC1 EIF5B ELP4 EPB41 EPB41L5 ERCC6L2 ERI1 EXOC4 F9 FAAP24 FAM133B FAM83G FARS2 FBXO10 FDFT1 GARS1 GCA GGT7 GLA GNG7 GRHL1 GRHPR GRPEL2 HAUS1 HEBP2 HMBS HMGA1 IFT46 IFT57 IFT80 IGF2BP3 IQCB1 ITGB1BP1 JPT1 KCNK5 KPTN KSR1 LHFPL4 LPXN LSM14A LTK LY75 MAP2 MBIP MCTP2 MED12L MICU2 MIS18A MPHOSPH6 MRPL17 MRPL27 MRPL32 MSL3 MTSS1 MTX2 NAA15 NAA50 NACC1 NAF1 NANS NHP2 NMNAT3 NMT1 NOL7 NOP16 NPAT NR4A1 NR4A3 NSMCE2 NUDC NUDCD1 NUDT14 OLA1 OSGIN2 PDE3B PDS5B PEBP1 PFDN6 PFKFB1 PGPEP1 PIDD1 PLEKHA5 PMF1 POC5 POLG POLR3K PPFIBP1 PRDX6 PRMT5 PRRC2A PSMD13 PTPN2 RAB9A RAD50 RAMAC RARB RBBP8 RBKS REV3L RHOH RNASEH2A RPA3 RPS27L SASS6 SCCPDH SCIN SCLT1 SEPTIN12 SFMBT1 SFPQ SIK3 SKAP2 SLAIN1 SLAMF7 SLC16A1 SLC25A18 SLC29A1 SLC4A8 SLC66A3 SLX9 SMC3 SNHG32 SYCE2 TBC1D7 TDP1 TERF2IP TEX9 TLCD2 TMEM100 TMEM256 TMEM41B TNNT1 TPK1 TRA2B TRIM33 TTC39B TUBB TYW1 UBAP1 UBE2D2 UBE2M UBQLN1 UCP2 USP7 VAMP7 WDR90 YAF2 ZMAT5 ZNF496 ZNF664 ZNF76 ZWINT GSE411_UNSTIM_VS_400MIN_IL6_STIM_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE411_UNSTIM_VS_400MIN_IL6_STIM_MACROPHAGE_UP ABCC5 ACP6 ACSF2 ADORA3 ADPRM AFP AHI1 AKAP7 AKR7A2 AMER1 AMIGO1 AMN1 ANAPC4 ANGEL2 APH1B ARFIP2 ARHGAP18 ARHGAP24 ARL14EP AS3MT BBS4 BCL2L2 BID BST1 BTBD19 C17orf75 C19orf48P C2CD2 C2orf42 C2orf49 C3orf33 C4orf33 CAMKMT CAMTA1 CCDC115 CCDC28A CCDC71 CFP CHAMP1 CHPT1 CHST14 CNR2 COASY COPG2 COPS7A COPS7B COQ2 CPT2 CTNNA1 CYB561D1 CYLD DDX5 DENND6B DGLUCY DHODH DOK3 DTD2 DTWD1 EARS2 EHBP1 EID1 ELK3 ERN1 EXOSC7 FAF2 FBXW10 FCMR FEM1A FGFBP3 FLACC1 FOXRED2 FUBP3 GALNT4 GANC GCFC2 GCOM1 GLCE GLO1 GML GPAT3 GPR160 H2BC13 HMG20A HS3ST3B1 IDNK IL15RA IPCEF1 KANSL2 KLF13 KLHL22 LCOR LGALS3BP LMBR1 LPAR6 LRTM2 MAGEH1 MAP3K5 MAST4 MBD1 METAP1D METTL1 METTL14 MGST1 MICAL1 MIGA2 MIOS MOGS MPZL3 MRM3 MRPS2 MRPS31 MTAP MTG2 MTHFD1 MYBBP1A NAB1 NAE1 NDUFAF1 NOPCHAP1 NSG2 NUDT12 NUMA1 NUP42 OAS2 OOSP2 OVCA2 PARL PCTP PCYOX1 PEX2 PIGP PIGV PLPP3 PLPP6 PLXND1 POLR1E PPM1E PRRC1 PTCD3 RAB12 RAP1GAP RCN1 RGS3 RNF130 RNF187 RPAP1 RUNDC3B SAMD10 SEPHS1 SLC12A7 SLC20A2 SLC22A3 SLC35A1 SLFN13 SMUG1 SMYD2 SRM STAM STARD5 STARD6 STEAP4 TANGO2 TARDBP TBC1D23 TBC1D5 TCEA3 TET1 TFDP2 TIGAR TMCC2 TMEM100 TOR1B TOR3A TRIM44 TRIM45 TRMT6 TRNAU1AP TRUB1 TRUB2 TTC28 TTC30A TUBGCP5 TYSND1 VPS54 WDR12 WDR6 WWOX YTHDF2 ZBTB45 ZC3H6 ZKSCAN8 ZNF124 ZNF14 ZNF229 ZNF354B ZNF383 ZNF395 ZNF566 ZNF623 ZNF862 GSE411_UNSTIM_VS_400MIN_IL6_STIM_SOCS3_KO_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE411_UNSTIM_VS_400MIN_IL6_STIM_SOCS3_KO_MACROPHAGE_DN ACSL3 ACTN4 AIDA AIF1L ANP32B ASRGL1 ATAD1 ATP6V1E1 ATXN7L1 B3GNT9 BPGM BRWD3 BTNL2 BUB3 C4orf46 CDC14B CDC42EP3 CDKN2A CENPF CENPH CENPV CEP43 CEP76 CITED2 CKB CNOT1 COX6B1 CSNK1E CSRP1 CTLA4 DDAH2 DHCR24 DMWD DNM3 DPH3 DPYSL2 DSN1 DTWD2 DUSP3 DUSP4 DYNC2H1 E2F5 EFNB1 EIF4H ELMO1 ELOF1 ENY2 EPN2 ERI1 EYA3 FADS2 FADS3 FAM167B FAM76B FAM83F FAS FBXO2 FCER2 FCHSD2 FUNDC1 GAMT GLA GMNN GMPS GNA13 GPD1L H2AZ1 HDAC1 HERPUD1 HEXIM1 HIPK3 HIVEP3 HSBP1 HYPK IFT57 IFT80 IGHM ILDR1 IMMT INTS13 IQGAP3 IRAG2 KCTD17 KNL1 KRT222 LGALS1 LMF2 LMNB1 LRP8 LRRC23 LRRC36 LSM1 LSM14A LSM2 LSM3 LYAR MBNL3 MC1R MDM1 MEX3B MIER1 MIS18A MND1 MRPL46 MRPL54 MRPS18A MSH6 MTHFD2 NADK2 NBN NCOA1 NKX2-5 NME7 NOTUM NPEPPS NPLOC4 NR4A3 NT5C3B PADI4 PAIP2 PBDC1 PCYT1B PDE2A PEDS1 PER1 PHF13 PHF6 PHKA2 PIK3CG PLEK PLEKHO2 PPP2CA PRADC1 PRDM4 PRDX5 PREP PSMA1 RAB9A RAD23B RAD51C RAF1 RASSF3 REEP4 REL RETREG1 RHOA RIF1 RNASEH2B RNF19B RNF41 ROS1 RRM2B RTN4IP1 SAPCD2 SCAF11 SCCPDH SDE2 SLC12A2 SLC15A3 SLC1A4 SLC25A13 SLC43A3 SLC66A3 SMC3 SMCO4 SPEF1 SUMO3 SUV39H2 TARS3 TBC1D31 TERF2IP TGIF1 TICRR TIMM17B TIMM23 TM4SF5 TNNT1 TOMM22 TOP2B TP53I11 TP53INP2 TRAIP TTLL5 TUFT1 TYMS UBE2H UBE2J1 UBE2L3 USP37 VPS35 WFDC2 YY1 ZBTB2 ZFAND4 ZFAT ZFP36L2 ZFTA ZNF496 ZW10 GSE411_UNSTIM_VS_400MIN_IL6_STIM_SOCS3_KO_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE411_UNSTIM_VS_400MIN_IL6_STIM_SOCS3_KO_MACROPHAGE_UP ABHD6 ACAP1 ACSS1 ADAMTS10 ADCK1 ADI1 AFP AGO1 AHDC1 AHI1 AKAP7 AKNA AKR7A2 ALDH1L2 ALDH4A1 ANKRD12 ANKRD49 AP4B1 APOBEC2 ARAF ARFRP1 ARSB AZI2 BBS4 BCL2L2 BCOR BORCS7 C15orf40 C2orf42 C3orf33 C4orf47 C8orf33 CD22 CD72 CDC37L1 CEP97 CEPT1 CFLAR CHD1L CLK1 CLSTN1 CNPY3 COL20A1 COQ10A COQ2 CRACDL CRB3 CRYZL1 DALRD3 DAO DDX5 DDX59 DHRS7 DOCK6 DOK3 DYNC1LI2 EARS2 ECI1 EEF2K ELL3 EXTL2 EXTL3 EZH1 FAM149A FAM53A FHOD1 FILIP1L G6PC3 GALNT4 GLCE GML GNMT GPATCH2 GPR18 GPR183 GPX7 HERC1 HINT2 HLA-DOA HLA-E HMG20A IAH1 IER5 IFFO2 IFI27L2 IFNAR1 IMP3 ING4 KCTD21 KDM5B KHK KLHL17 KLHL22 KYNU LANCL1 LDLRAD3 LGALS4 LPCAT1 LPIN1 MCOLN1 MEST METTL21A MGST2 MICAL1 MKNK1 MPEG1 MRGPRE NAB1 NAE1 NCF2 NDFIP1 NEB NSG2 NUDT16 NUP160 NXPE3 OAS2 PCBP3 PDLIM2 PFKFB4 PHC3 PIGB PLBD1 PLD4 PLPP6 PPM1K PRKCQ PSD2 PTPN18 PTPRE RAB12 RAD52 RCN1 RELCH RELT RGS3 RIMOC1 RMDN1 RMND1 RPS18 RRBP1 RREB1 S100A11 SBK1 SDHAF4 SFXN2 SFXN5 SHISA5 SIRT4 SKAP1 SLC12A7 SLC2A9 SLC35B3 SLC38A7 SPAG9 SPART SPTLC1 SRI ST3GAL6 STAMBPL1 STARD10 TAPBP TEF TEP1 TIAL1 TLR1 TMCC3 TMED4 TMEM100 TMEM209 TMEM31 TNFRSF13B TOR1B TPRA1 TRIM39 TRIM56 TRMT6 TSHB TSPAN2 UBTD2 UNC50 USE1 USP12 USP3 VPS54 VWA7 WWOX XAF1 YPEL3 ZC3H6 ZFP14 ZNF217 ZNF263 ZNF318 ZNF354B ZNF784 ZNF799 ZNF862 ZYX GSE411_WT_VS_SOCS3_KO_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE411_WT_VS_SOCS3_KO_MACROPHAGE_DN AGPS AIP ALDH6A1 AMDHD2 AP1G2 APOBEC3B ARFRP1 ARGLU1 ARHGAP24 ARHGAP35 ARID1A ASAP1 ATP2A3 B3GAT3 BCL7A BLTP1 BRAT1 C12orf57 C16orf90 C17orf97 C19orf48P C4orf47 CAST CD2AP CD52 CDK10 CEP250 CHD6 CHMP1B CLIP1 CORO1B CRTC2 CRYBG3 CTDSP1 CTSC CYBC1 CYP4V2 DAZAP2 DEPDC5 DFFA DGCR2 DIRAS2 DNAJB5 DPYSL2 DUS2 DVL2 EID1 EIF3F EMC4 ENTPD5 EXOC6 EXOSC5 FAM117B FANCE FIBP FKBP3 FUCA1 GALNT4 GMFG GNB1 GNGT2 GOLM1 GPATCH4 GPR137B HLA-DRA HNRNPM HYCC1 IFT74 INTS7 IRGM ITGAV ITPR3 KANSL1 KANSL2 KCTD14 KHDRBS1 LAMB3 LIPT1 LIPT2 LRRC23 LRRC75A MACIR MAP3K5 MARVELD2 MAX MBOAT7 MCMBP MDC1 MECP2 MED11 MEST METTL3 MIDN MIER2 MMD MPHOSPH9 MSN MTG1 MTG2 MTRF1L MUTYH MYCBP2 NCOA1 NCOR2 NDST2 NEDD4L NEK9 NFATC2IP NFRKB NUP210 OBI1 ORMDL1 OTULIN PADI2 PARS2 PCM1 PDPR PEX10 PGLS PHC3 PHF2 PIGR PLCB3 PPM1K PPM1L PPP1R3F PSKH1 PTGR3 RABEP1 RASSF5 RBM33 RCCD1 RCN2 RDH12 RGL2 RGS18 RPS7 RRAS S1PR1 SCAI SETD1A SF1 SIAH1 SIDT1 SLC2A4RG SLC35B3 SLC37A4 SLC6A6 SLK SMAD2 SMC6 SMURF1 SNAI3 SNAPC1 SNX5 SPNS1 SPTBN1 SS18 ST13 STRN4 STX2 SUN2 SYNE1 TDO2 TEF TENT4B TESK1 TMC6 TMEM181 TMEM209 TMEM86A TNK2 TOP2B TOR1AIP1 TOR4A TPD52 TRAP1 TRIM65 TRMT6 TRMU TUSC3 TUT1 USB1 USP21 VAV2 VEZF1 VPREB3 VPS16 VPS33A WIPF1 WWC2 XRCC5 ZC3H12A ZC3H7B ZDHHC23 ZMIZ1 ZNF398 ZNF638 ZNF689 ZNF878 GSE411_WT_VS_SOCS3_KO_MACROPHAGE_IL6_STIM_100MIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE411_WT_VS_SOCS3_KO_MACROPHAGE_IL6_STIM_100MIN_DN ADD1 AIDA AKAP12 AMPD3 ANAPC4 ARGLU1 ARHGDIB ARPC5L ARRDC1 BMPR2 BTD BTLA C11orf68 C16orf54 C18orf21 C1orf174 C2orf68 C7orf25 CARD6 CARNS1 CAST CCDC71 CD53 CD79A CDC16 CDC42SE1 CDK2AP2 CHMP6 CIZ1 CLDN10 CLPTM1L CNN3 CNPY2 COA3 COLGALT1 COMMD5 CPSF7 CPT2 CRIP3 CSTF1 CTNNA1 CTU1 CYFIP2 DAXX DDX28 DIRAS2 DNAJC28 DNAJC9 DOCK3 DSTYK EBP ECD ENTREP3 EPHX1 EPS8 EXOC8 FAM111A FAM120AOS FCRLA FEM1A FICD FOXP1 FRMD6 GDPGP1 GPAT3 GPR146 GPR155 H2BC13 HSH2D HTATSF1 IFIT1 IL16 IL31 IL4I1 ILF2 INPP1 INSR IPO13 IREB2 IRGM KBTBD11 KLF13 KTI12 KYAT1 LIPT1 LPAR6 LRRC14 LYRM9 MAGI3 MAP3K2 MAPK3 MED19 MFAP3 MIS18A MOGS MRGPRE MRPL47 MTG2 MTMR9 MTURN NADK NAGLU NDUFAF1 NIBAN3 NKIRAS2 NRM NSMCE4A OPA1 OTULINL OXSM PARD6G PDE2A PDE7A PDK2 PEX10 PHB2 PIK3IP1 PIP5K1B PLEK2 PLIN2 PMEL PNPT1 POLR3H PPP1CC PPP1R18 PRDX5 PRRC1 PRSS12 PRUNE1 PTPRCAP PWP2 RAD52 RALBP1 REEP5 RFC1 RIT1 RNF130 RNF139 RNF31 RPN1 RPP14 SASH3 SCAMP3 SDC4 SELL SESN1 SLAMF9 SLC14A1 SLC25A11 SLC25A53 SLC28A2 SLC37A4 SLC44A2 SLC44A3 SMPD1 SNAPIN SNN SNX2 SNX9 SPNS3 SREK1IP1 SSBP2 STARD3 STARD5 STARD8 STING1 STK16 STRN4 TCFL5 TIMM21 TLR1 TMED9 TMEM106B TMEM109 TMEM126B TMEM181 TMEM184C TMEM258 TNFRSF13B TNS3 TOR4A TRAF6 TRIM34 TRMT44 TRUB2 ULK3 VWA7 WLS ZBTB5 ZDHHC7 ZFP41 ZMYND11 ZNF217 ZNF22 ZNF560 ZNF563 ZNF708 ZNF790 ZSCAN20 ZYX GSE411_WT_VS_SOCS3_KO_MACROPHAGE_IL6_STIM_100MIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE411_WT_VS_SOCS3_KO_MACROPHAGE_IL6_STIM_100MIN_UP AARSD1 ABHD14A ABI2 ACADVL ACER3 ACTR10 ADAM8 ADIPOR1 AK3 ALAD ALDH18A1 ALPK2 ANAPC13 AP2B1 APIP ARF4 ARFIP2 ARIH1 ASCC3 ATOH8 ATP5MC3 ATP5PO ATP6AP2 ATP6V0C AURKA BASP1 BATF3 BRCA1 BUB1 CACNA1E CACNA1H CACNB3 CAMK2A CANX CAPN5 CASS4 CD2BP2 CD300A CD300C CD8A CDCA5 CDK2AP2 CDK5RAP3 CDKN2B CEBPB CELA1 CENPF CEP192 CHAC1 CHI3L1 CHTF18 CLPTM1 CLTB CRIP2 CYB5A CYTIP DDIAS DDX50 DDX56 DHFR DLGAP5 DNA2 DNAJB11 DNAJC1 DNAJC10 DNAJC13 DPAGT1 DYM ECI2 EDF1 EHD4 EIF2S1 EIF4EBP1 EIF6 ELP5 ERH ESPL1 ETFDH EZH2 F2RL1 FAM117A FKBP2 FOSB FOXM1 FOXN2 GCDH GLRX2 GMPS GNB4 GNE GNL3 GOLPH3L GSTT2 GUK1 HAUS1 HBS1L HCFC2 HS2ST1 HSPA1B HSPB6 IFITM2 IFRD2 IGLC7 IMMT IPO11 IQGAP2 ITGAX JMJD8 KIFC1 LAPTM4A LCORL LMF2 LRR1 LSR LTF MAB21L3 MAN1B1 MCM6 MDH2 MRPL55 MRPS10 MSANTD4 MTX2 NAA20 NCAPD2 NCAPH NDUFAF7 NDUFB8 NMT1 NSDHL NUSAP1 OGFOD3 P2RY14 PADI4 PAPSS1 PAQR9 PDCL PELO PFDN6 PKM PLCD1 PLK4 PPM1H PPP1R10 PRIM1 PRR5 PSMB7 PSMD1 PSMD6 PSMD7 PYCR2 RAB2A RAB3D RECQL4 RILPL1 RIOK3 RNASEH2B RNF187 RNH1 ROPN1L RPLP0 SDHD SHB SHCBP1 SIVA1 SLC11A1 SLC12A4 SLC22A23 SLC38A10 SLC39A4 SLCO4A1 SMPD1 SRGN TCF19 TF TGFBI TIMM17B TM9SF1 TMCC1 TMEM140 TMEM263 TOMM20 TOR1B TOR2A TPI1 TRABD TRAIP TRPM2 TSPO UHRF1 UHRF2 UNC50 UQCRB VAT1 YARS1 ZCCHC18 ZDHHC14 ZFAND3 ZNF473 ZNHIT1 GSE411_WT_VS_SOCS3_KO_MACROPHAGE_IL6_STIM_400MIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE411_WT_VS_SOCS3_KO_MACROPHAGE_IL6_STIM_400MIN_DN ABCA1 ABCF3 ACBD3 AEN AMER1 AMPD3 AP4B1 AP5B1 ARHGAP18 ARRDC3 BBS4 BICRAL BRF2 C1orf174 C2orf42 CABLES2 CALR CAST CCDC66 CCDC71 CCDC85B CD40 CD46 CEP70 CERS4 CHMP6 CHST14 CLCF1 CMTM7 CNR2 COPS7B COQ2 CPT2 CRYBG3 CTPS2 CTSS DCAF13 DDX46 DGCR2 DNAAF2 DNAJA3 DNAJB14 DPH7 DSTYK DTX4 ELMOD2 EXOSC10 FAF2 FANCE FBXO46 FCER2 FEM1A FOXO1 FOXRED2 GAD1 GALNT4 GDPGP1 GEMIN4 GGA2 GLCCI1 GLCE GLT8D1 GPAM GPATCH2L GPD1L GPN1 GRAP2 HAAO HCK HDAC2 HDDC3 HGS HLA-DOB HNRNPF HSH2D HTATSF1 IFI27 ITPR3 JAGN1 JRK KIAA1143 KYAT1 L3MBTL2 LAMB3 LIPT1 LPAR6 LPCAT2 LRATD2 LRIG1 LYRM9 MAF1 MAJIN MAP3K5 MAPK11 MAPK3 MAPK9 MARVELD2 MAST4 MCAT MCL1 MED17 MIEF1 MIGA2 MMD MOGS MRPL39 MSL1 MTAP MTMR10 MTRF1L MTURN MTX3 MYO9A NAPG NR2C2AP NRAS OBI1 OXSM PARS2 PBLD PCIF1 PCM1 PCSK4 PDCL PDE2A PEX2 PIP5K1B PJA2 PLIN2 POLR3H PPM1B PPP1R3F PPT1 PRRC1 PRSS12 PSKH1 PSTK PTCD3 PTK2B PWP2 RAPGEF6 RBBP5 RNF130 RNF181 RRP8 SDC4 SETD6 SGSH SLC12A6 SLC35A4 SLCO5A1 SLK SMAD1 SMU1 SMUG1 SNAPC3 SPIC SRPK3 SSBP2 STARD5 STARD8 STMN3 TBCC TGDS TIGAR TMEM177 TMEM181 TMEM86A TNN TREML2 TRMT44 TRMT6 TRMT61A TTC30A TUSC2 TUT1 UNKL UPF3B URI1 WDR53 YIF1A YJU2B YTHDF2 ZBTB33 ZC3H7B ZFP41 ZFP90 ZKSCAN8 ZMAT2 ZNF229 ZNF266 ZNF383 ZNF398 ZNF48 ZNF493 ZNF639 ZNF746 ZNF770 ZNF784 ZSCAN26 GSE411_WT_VS_SOCS3_KO_MACROPHAGE_IL6_STIM_400MIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE411_WT_VS_SOCS3_KO_MACROPHAGE_IL6_STIM_400MIN_UP AHCTF1 AHSP ALPK2 AMZ1 ANKMY2 ANKRD33B ANXA2 ARID5A ARL4A ASB2 ASNS ATP6V1E1 B3GNT7 BAIAP2L1 BASP1 BCAR3 BEND3 BEX3 BLTP1 BMI1 BPIFA3 C15orf39 C19orf53 C21orf91 C8A CACNA1D CACNA1S CAMKK1 CASP3 CASP4 CCDC40 CCL5 CCR5 CD300LF CD80 CD86 CDC14B CDH17 CDON CEBPB CELSR1 CFP CHCHD3 CHDH CHST7 CLN6 CLSTN1 CNST COQ10B CSE1L CTNNAL1 CYFIP1 CYP51A1 DAD1 DDX3X DIAPH2 DNAJA4 DNAJB2 DNASE1L3 DOCK8 DUSP1 DUSP8 DYRK3 E2F8 EDEM1 EHD1 EHD3 ENPP1 ERLIN1 FAM227B FAM89A FDX1 FGL2 FLNB FNIP1 FSD2 GCAT GHITM GLA GLIPR2 GOT1 GPR171 GPR34 GRAMD2B GSAP GSTT2 GTF2I H2AZ1 HIC1 HMGN3 HS3ST1 HSPA1B HSPA2 HSPA8 IFNLR1 IL10 ILDR1 ITM2C JUNB KCNK6 KCNN4 KCTD17 KLF4 KRT222 LACC1 LCP2 LIPC LITAF LMO7 MANEA MAPK12 MEIS3 MFHAS1 MGAT4A MKI67 MLF1 MN1 MOCOS MPEG1 MS4A7 NAV2 NCOA7 NECTIN1 NEIL1 NFATC1 NIBAN1 NID1 NRP2 PAXBP1 PBX3 PBX4 PDE3B PIK3CB PLAUR PLEK PLXNB2 PMEPA1 PNPLA2 PRKX PSMA3 PVT1 RAB11FIP4 RAB43 RALGDS RAPGEF2 RAPGEF5 REV3L RFTN1 RGCC RGS10 RILPL2 RNF138 RSRC2 RYK S1PR3 SAMSN1 SBF2 SH2B2 SHB SIAH2 SIRPA SLC12A2 SLC3A2 SLC4A8 SMYD2 SOS2 SQSTM1 SRGAP3 ST6GALNAC3 ST7 STK17B SUB1 TBX21 TEX30 TGIF2 TJP2 TK1 TMED5 TMEFF1 TMEM176B TMEM51 TMX4 TNFRSF1B TPP2 TRIM62 TSPAN33 TUBA1A TXN UBALD2 UBAP2L UBE2K UBXN2A USP34 USP38 VPS37B VRK2 ZBTB10 ZBTB32 ZC3H12C ZNF703 GSE411_WT_VS_SOCS3_KO_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE411_WT_VS_SOCS3_KO_MACROPHAGE_UP ACBD6 ACKR2 ACYP2 ADAP1 ADK ADPRH AKR1A1 ANAPC16 ANKMY2 APOC2 ARHGEF12 ARHGEF39 ASXL1 ATP5MC3 ATP6V1E1 ATXN10 ATXN7L1 B9D1 BAG2 BID BPGM BTNL2 C16orf87 CA13 CACNA1S CACYBP CBX3 CBX4 CCDC34 CCP110 CDC14B CDK2AP2 CELSR1 CENPF CENPQ CENPT CENPV CEP76 CKS2 CNOT9 CS CUTA DDX19A DERL1 DERL3 DGKE DHFR DHRS1 DLGAP5 DNAJA2 DROSHA DSN1 DTNBP1 DTWD2 E2F3 EHF EIF5B ELL2 ELOC ERI1 EYA3 F9 FAM83E FARS2 FAS FDX1 FGF11 GCLC GEMIN6 GINS1 GLA GMPS GNA13 GRHL1 GRSF1 HDAC1 HEMGN HERPUD1 HIRA HMGN5 HPSE HSD17B12 HSPA1B ILDR1 IMMT INTS6L IPO7 KCMF1 KCTD17 KNL1 LMF2 LPXN LSM14A LTK MAN1C1 MCM4 MCTP2 MLF1 MND1 MNS1 MRPL18 MRPL21 MRPL46 MRPS18A MSH6 MSRA MTHFD1L MTPN MVD NADK2 NBN NCAPD3 NDUFB8 NEDD8 NEU1 NHP2 NR4A3 NSDHL NSMCE2 OAZ1 OIP5 OSGIN2 PADI4 PAPOLA PBDC1 PEA15 PHF6 PIMREG PITPNC1 PMVK POP4 PPIL1 PPP1CC PPP6C PRPS1 PTER RAB9A RALA RARB REEP4 RELN RFTN1 RPA3 RPS27L RRM2B RRP7A SAPCD2 SBF2 SDHD SELENON SELENOP SEPTIN12 SERHL2 SGTA SH3BGRL SIK3 SLAMF7 SLC23A1 SLC36A4 SMN1 SNRPD1 SORD SPEF1 SSBP3 ST3GAL5 STX7 STXBP1 SULT1A1 SUV39H2 TAX1BP3 TDP1 TEN1 TFRC THOC7 TIPIN TK1 TKTL1 TMCO1 TMEM51 TOX2 TP53INP2 TRAIP TYMS U2AF1 UBAP2L UBE2D2 UBE2E1 UBE2E3 UBE2I UBE2J1 UBE2M UBQLN1 UCHL5 UCP2 UQCRFS1 UXS1 VGLL4 WDR62 WDR70 ZFAND3 GSE4142_GC_BCELL_VS_MEMORY_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE4142_GC_BCELL_VS_MEMORY_BCELL_DN ACBD4 ACOT8 ACVR2A ADGRA3 AGXT2 ALOX15B AMPD3 AMZ2 ANGPTL7 ANKRD12 APBB1IP APOOL ASAP2 ATAD2 ATG101 ATL3 ATP6V1F ATP6V1H AURKB B3GALT6 B3GAT2 BAHD1 BCL7B BDH1 BIRC5 BSN C9orf64 CA1 CAB39L CCDC28B CCN3 CD34 CD81 CDK19 CENPB CENPH CFAP68 CHD9 CIRBP CLK4 CLN3 COL6A1 COMMD6 COQ10A COX8A CSNK1G1 CSNK2B CST6 DAPP1 DSTYK DTNBP1 E4F1 ETFDH FAM53C FAM98C FBRSL1 FBXL19 FKBPL FLT3LG GDAP2 GINS4 GLUL GNPTG GPR108 GPR151 HACL1 HIPK3 HIVEP2 HNRNPM HSPA14 ICOSLG IDH2 IL1RAP INMT KCNAB3 KCTD18 KCTD9 KIN KRT10 LEMD1 LFNG LRRC8D MAP3K21 MEAK7 MEIS3 MEST METTL13 MINDY2 MIS12 MLANA MOS MRNIP MRS2 MS4A18 MTARC2 MTMR1 MUC5B MYL11 MYNN MYOM3 NAGK NCBP3 NCK1 NOXO1 NUF2 NXPE3 OARD1 OAZ2 OIP5 OXA1L PARP6 PCDH7 PCP2 PFDN5 PFN2 PHAX PHF20L1 PIBF1 PIGL PLCH1 PPFIA3 PPP2R3C PPP3R2 PRAMEF8 PRPF38A PRPH PRXL2B PSD3 PTS RAD52 RALGPS2 RAPGEF2 RCOR3 RDH14 REC8 RGS10 RHBDF1 RIC8B RNGTT RPS3 RUFY2 SBK1 SDHAF2 SDHC SERINC5 SLC22A17 SLC27A2 SLC36A1 SLC41A1 SMARCA2 SMARCE1 SMIM19 SMYD3 SPICE1 STN1 STX6 TADA1 TBC1D16 TCEAL9 TCEANC2 TFAM TK2 TMCO1 TMED10 TMEM121 TMEM127 TMEM179B TMEM35B TMEM82 TMLHE TMPRSS3 TNFAIP8 TNFSF10 TNFSF14 TPP1 TRAK1 TSPAN5 TULP2 TYW3 UGDH UGGT2 UNC5CL UPF3B USP20 VPS33A VRK1 VSIG10 ZDHHC17 ZFAND1 ZFP28 ZFYVE1 ZFYVE27 ZMYND19 ZNF14 ZNF22 ZNF408 ZNF688 ZNF821 ZNF827 ZWINT GSE4142_GC_BCELL_VS_MEMORY_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE4142_GC_BCELL_VS_MEMORY_BCELL_UP ABLIM1 ACAA1 ADAM19 ADAMTSL2 ALDH1A3 ALDOAP2 ARL4C ATF7IP ATG16L1 ATP6V0D1 BARX1 BBS9 BLOC1S6 BMP10 BSDC1 BST1 C16orf54 C19orf12 C1QTNF7 C5orf34 CALU CCDC183 CCDC185 CCNDBP1 CCR5 CD2AP CFH CHD7 CHRDL2 CLCA2 CLEC16A CNST COMMD8 COQ8A CPNE1 CREBL2 CSNK1E CTSE CYSLTR2 DACH2 DBNDD2 DCAF11 DCBLD2 DLGAP4 DPY19L3 DYDC2 ECM1 EEPD1 EMB ENO2 ENSA EPC2 EPN3 ERBIN EXOC6 FILIP1L FKBP6 FOXF2 GDF15 GGT7 GIT2 GLIPR1L2 GNB1 GOLGA1 GOLGA3 GPR107 HAND2 HDAC4 HERPUD2 HHEX HOXA11-AS HPS5 HSD11B2 HSPA1A IBSP IGFBP2 IL21 ING4 ITCH ITGB2 ITGB7 JAK3 KDSR KLHL35 KLHL6 LASP1 LDHD LELP1 LIME1 LINC00612 LMBRD1 LMNTD2 LRIG2 LTO1 LUM MAP3K20 MATN1 MB MCFD2 MEIG1 MMP1 MOG MOS MRPL9 MSI1 MTMR3 MYCL MYO9B NBR1 NEB NEK9 NFATC3 NISCH NME8 NPC1 OAZ2 ODF1 ORMDL3 P2RY2 PAK6 PAN2 PBX2 PHF8 PI4KA PINK1 PIP4P1 PLA2G4C PLCD4 PLCL1 PLXNB2 PMM1 PNISR PSTPIP1 PTBP2 PTPRF RAB3GAP2 RABEP2 RAD52 RANBP10 RANBP9 RAPGEF6 RBM10 RBM18 RELCH RENBP RFX5 RHOF RNF145 S1PR4 S1PR5 SASH3 SATL1 SEC14L1 SERPINF1 SHISA4 SLC15A2 SLC27A5 SLC30A4 SMAD5 SMARCA2 SMO SMPD5 SOX15 SPHK1 SPINK2 SRGAP2 STK32B STOML1 STX5 SUGP1 TAF1B TCF25 TERF2IP TFAP2D TGFBR2 THAP1 TK2 TLX3 TMEM167B TMEM176B TNFRSF13B TNIP2 TOR2A TPST2 TRMT9B UBA5 UBXN6 UNKL UPF2 UVRAG VIM VIPAS39 VMP1 VPS39 VRK3 ZFP82 ZKSCAN5 ZNF341 ZNF692 ZNF708 GSE4142_NAIVE_BCELL_VS_PLASMA_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE4142_NAIVE_BCELL_VS_PLASMA_CELL_DN ABHD4 ACAA1 ADAM8 ADAMTSL4 AFG3L2 AKAIN1 APAF1 ARHGAP15 ARHGAP18 ARID2 ARID4A ARMC10 ASL ATF3 ATP11B ATP8B4 BABAM2 BCL2L1 BIRC2 BMP10 C16orf86 C6orf118 CALU CARNS1 CASS4 CCDC18 CCDC184 CD200 CD5 CD82 CDK17 CDS1 CELSR1 CEP72 CEPT1 CFAP210 CHCHD3 CHID1 CLDN16 CMTM8 COG3 CPSF6 CPT2 CRTAM CSNK1A1 CTC1 CXorf38 CYB5R2 DAB2IP DENND2D DNAJC21 DOCK10 EGR1 EGR4 ELF4 EML5 EPHX1 ETV6 FABP2 FAH FAM107B FAT2 FGFBP1 FPGT FUCA2 GARIN3 GATA3 GIMAP6 GIMAP8 GJB6 GNPNAT1 GOLGA3 GPD2 GPR132 GRM1 GSTT1 GSTT2 GTDC1 HADH HBG2 HEXA HJURP HLTF HS3ST4 IFI44L IFIH1 IFT172 IL12RB2 INSM1 IQSEC1 IRAK2 ITGB5 KBTBD11 KCTD16 KPNA6 LEPR LHX2 LMX1B LRIF1 LRRC40 LSR LYPD6B MAN1C1 MAP2K1 MFSD2A MIEF2 MLKL MLLT3 MRPL1 MTA1 MTHFD1L MTMR14 MUTYH N4BP2 NADSYN1 NAPSA NCAPG NCOA3 NEMF NGLY1 NUDT12 NUFIP1 ONECUT2 ORMDL1 P2RX7 PADI3 PANK2 PELI1 PEX1 PGM3 PKN2 PLAGL2 PLCD4 PLRG1 PLXNB2 PMS1 POLD1 PPARG PPIL3 PPM1E PPWD1 PROX2 PTGER2 PYGM RAD51B RALGPS2 RCN1 REN RILPL2 RIOK1 RND3 ROCK1 RREB1 SEC24C SECTM1 SFXN4 SH3BP1 SH3GL3 SLC17A6 SLC23A3 SMO SOAT2 STAG2 STRBP TACR2 TANC2 TBC1D2B TBC1D7 TBKBP1 TM6SF1 TMEM229B TMEM248 TMOD1 TP53I11 TPST2 TRIM5 TRIM68 TRMO TTC5 TXNL1 UAP1L1 UBE2W UFL1 USP2 VBP1 VILL VPS11 VPS26C VPS39 VRK2 WASL WDR81 ZFP82 ZFPM1 ZMAT3 ZMYM4 ZNF281 ZNF29P ZNF341 ZNF708 GSE4142_NAIVE_BCELL_VS_PLASMA_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE4142_NAIVE_BCELL_VS_PLASMA_CELL_UP ABI1 ABRAXAS2 ABTB1 ACAD10 ACOT13 ACOX1 AFAP1L1 AFF3 AHR AKTIP ANG ANKEF1 AP1S2 APP ARHGAP30 ARHGAP8 ARHGEF15 ARSK ATOSA ATP1A2 ATP1B1 B3GNT8 BCL2L15 BMPR2 C17orf99 CACFD1 CAMK1D CAMK2G CBFA2T2 CCDC28A CCNI CFAP418 CGGBP1 CHST12 CLDN7 CNDP1 CNIH1 COPS2 COQ10A CREBRF CRTC3 CRYGS CTSE CTSW DAZAP2 DBP DGKH DNAAF9 DNAJB14 DNAJB5 EDEM3 ELF2 EPB41L2 ERC1 EVC EZH1 F2 FAM210B FAM78A FAM89B FBXL3 FBXO6 FMNL3 FOXJ2 FRMPD3 GAB3 GDI1 GM2A GOLGA2 GPC5 GPD1 GPX8 GTF2IRD1 GTPBP2 HAGHL HBP1 HMBOX1 HMGCL HOPX IFNGR1 IFT80 IKZF4 IL1RAPL1 IQGAP1 ITGB2 KCTD14 KIF3B KLHL24 LDLRAP1 LGALS1 LGALS4 LGALS8 LPO LRRC41 MAGI3 MAP4K4 MAP4K5 MATN1 MBD6 MBIP MED10 MEF2A METTL27 MIEN1 MNAT1 MNT MPZL1 MROH1 MYOF NAV1 NIN NIPAL3 NTAQ1 OSBPL3 OSTM1 PDE6D PELI2 PEX13 PFN4 PHF20L1 PHKG2 PI4K2A PIGV PIP4P1 PIP5KL1 PITPNM1 PJA1 PLD2 PON3 PPM1L PPOX PRG4 PRKX PRR5L PRRC2B RAB33B RALGAPB RAPGEF2 RASAL3 RBM11 RBM33 RBMS2 RBP1 RCOR3 RELCH RETREG1 RFTN1 RIMOC1 RNASET2 RNF130 SCARB2 SDC3 SEMA6D SEPTIN9 SERINC5 SESTD1 SETD7 SLC15A1 SLC17A7 SLC18B1 SLC4A9 SMAD7 SMUG1 SNORD89 SNX32 SPATA1 SS18 ST7L STAC2 STON1 STX16 STX1A TAX1BP1 TAX1BP3 TBC1D8B TBL1XR1 TDRD12 TMEM184B TRABD TRAK1 TSC22D3 TSG101 TSPO TUBB3 UCKL1 UGP2 ULK2 USO1 USP22 USP9X VPS28 YPEL2 YPEL5 ZBTB24 ZDHHC17 ZFAND6 ZFP90 ZMYM2 ZNF250 GSE4142_NAIVE_VS_GC_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE4142_NAIVE_VS_GC_BCELL_DN ABT1 ACTG1 ACY1 ADAMTS20 AGBL3 AGTR1 ALKBH1 BANF1 BATF2 BCLAF1 C10orf88 C1QBP CAD CALB1 CAMKK2 CASP4 CC2D2A CCNE1 CCNYL1 CCR1 CD34 CD40LG CDCA5 CEP83 CFAP20 CFB CHCHD4 CISD2 COPS7A COQ4 CTPS1 DAPL1 DDX18 DEPDC1B DERL2 DHX37 DIAPH3 DNAH2 DNAI3 DNAJC24 DOLK DTWD2 DUS1L E2F6 EIF5A ERF ETV6 EXO1 EXOSC3 EXOSC9 FAM174C FASTKD2 FCER2 FH FIGNL1 GATC GEMIN6 GLRX5 GPR183 GTF2F1 GTPBP4 H2BC18 HARS1 HAUS2 HLCS HMGA2 HOXA7 HSF1 HSPD1 HTR3A HYKK HYPK IGKC INTS5 KCNAB1 KCTD7 KIRREL3 KRTAP2-4 KTI12 LAP3 LRR1 LRRN4CL LY6G6C LYAR MAGOHB MAK16 MAP2K2 MAP3K20 MCM5 MIXL1 MOCS3 MPHOSPH10 MPV17L MPV17L2 MRPL11 MRPL21 MRPL35 MRPL57 MRPS35 MTARC2 MTFP1 MTFR2 MTM1 MTRR MYOM3 NASP NCBP2 NDC80 NDUFA12 NDUFAF4 NDUFB6 NEFH NEU2 NLRP9 NR4A2 NRROS NSUN2 NUDC NUF2 NUP133 NUP155 NUP37 OTP PADI4 PARS2 PATZ1 PDLIM1 PDSS2 PELP1 PEX14 PFDN2 POLR1B PPIA PPIH PRKAR2A PRPF19 PRSS27 PSMG2 PTCD3 PTRH2 PUM3 PUS7 PWP1 QTRT2 RANBP1 RBFA RBM14 RD3 RFC3 RIOX1 RPF1 RRN3 RRP15 RRS1 RSL24D1 SAMM50 SCARA5 SDF2L1 SELENOI SFPQ SKIC8 SLAMF8 SLC38A1 SMR3A SMS SNF8 SPRR2F SRPRA SRSF1 SRSF7 SSC4D ST3GAL5 STOML2 STRAP SUGP1 TACC3 THOP1 TIGAR TIMM8A TIPIN TMA7 TMEM100 TMEM151A TMEM229B TRIM37 TRPC3 TSR3 TTLL12 UGGT2 URB2 VIL1 VTCN1 WDR3 WDR55 XKR5 ZDHHC16 ZNHIT6 GSE4142_NAIVE_VS_GC_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE4142_NAIVE_VS_GC_BCELL_UP ADAMTS4 AFF1 AKAP5 ALG5 ALPK2 ANKRD45 AP1S2 APLP2 APOL6 ARHGAP24 ARHGAP45 ATOSB ATP1B1 ATXN10 B3GALNT1 B4GALNT2 B4GALNT4 BAZ2B BCL2L12 BLCAP BMAL1 C11orf68 C16orf89 CAMK1D CARD6 CCDC80 CCL7 CCN1 CDK5R2 CDKL3 CDS2 CERK CHD3 CHKB CHPF2 CLOCK CNP COL15A1 CRMP1 CTNND1 CTXN2 CXCR5 CYP1A1 DANCR DCUN1D4 DDX23 DIAPH2 DIPK2A DNER DOCK2 EEF1AKMT1 EIF2AK3 EPB41L2 EPC2 FAM20A FAM217A FARP2 FBXL7 FFAR4 FGD3 FOXF2 FTH1 GABARAPL1 GP1BA GPR155 GREM1 GRN GSAP H3C14 HAVCR1 IL17RE IL18R1 INO80E INTS4 ITGB2 ITPR3 IYD JTB KBTBD7 KCNK6 KIFC3 KLF10 KLF2 KLHL8 KLRD1 KRTAP7-1 LHFPL2 LHX8 LRRC8D LSM7 MAGI3 MDFIC MGAT5 MIDEAS MLLT6 MOB3B MOS MPEG1 MRPS5 MUC4 MYH9 MYO3B MYOF MYOZ1 N4BP1 NEFL NIPAL1 NOVA1 NPR2 NT5E NTAQ1 NTN1 NUTF2 OSBPL1A OSBPL6 PHF14 PHKG2 PIK3CG PKN1 PLTP POU6F1 PRNP PRR13 PRR16 PRR5L PXMP2 QSER1 RAB24 RAB3B RAB3IP RASA1 REXO4 RFX8 RGL1 RIN2 RIT1 RNF39 ROR2 RORC SARDH SASH3 SBK1 SEMA3D SESTD1 SKIL SLC44A1 SLC4A11 SMAD7 SNF8 SNX12 SOX4 SPAM1 SSBP4 SSH2 STAB1 STIM2 STK19 SYT13 TACC1 TATDN2 TBC1D14 TBC1D4 TDRD9 TDRKH TEX47 TLR3 TMEM131 TMEM14C TMEM176A TMEM176B TNFRSF13B TRIM63 TRIR TRPT1 TSPAN2 TSPAN7 TTC21B TTPA TXK UBD UBXN4 UCHL1 UCHL3 ULK1 ULK2 ULK3 UMODL1 USP46 VCL VWA3A WDR47 WNT5B WWP1 YPEL1 ZBTB18 ZC3H12C ZFYVE1 ZNF579 ZNRF1 GSE4142_NAIVE_VS_MEMORY_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE4142_NAIVE_VS_MEMORY_BCELL_DN AADAC AATK ACOT8 ADAMTS8 ADCY5 ALDOAP2 ALG3 ALOX15B AMPD2 ANGEL1 APEX1 AQP7 ARSG ASB18 ASIC1 ASPA ATP2A2 ATXN10 BARX1 BOLA3 BTG4 C11orf97 C1orf52 C21orf58 C2orf72 C3orf33 C5orf46 CCDC138 CCDC153 CCT3 CD99L2 CDC25A CDCP1 CENPH CFAP299 CFH CLCC1 CLGN CLPS COL5A1 COQ2 COQ4 CRCP CRPPA CRYBB2 CTTNBP2 CXCL13 CYP2E1 DACT3 DEFB119 DLX3 DMTN DNAJC22 DNAJC5B DNAJC6 DPEP3 DPF3 DYDC2 EBF4 EFCAB7 EFNB2 ELN EPHA5 ERF EYA1 F2 FABP2 FAM162B FAM163A FAM170B FBRSL1 FTCD GAS8 GFM1 GLB1L GLUL GNAT2 GPANK1 GPR88 GSTM4 HACD3 HAPLN3 HBA2 HOXA7 HOXA9 HPN HSD11B2 IBSP IGLL1 IL18BP JMJD8 KCNK10 KCNK3 KLB KPNA7 KRT75 KRT84 KRTAP17-1 KRTAP3-1 LAMTOR1 LELP1 LEMD1 LHX5 LRRC1 LTB4R2 MARCHF4 MC3R MDH2 MEST METTL13 MORN2 MOS MROH3P MXRA8 MYH7 MZB1 NAT8 NDUFAF4 NDUFB9 NDUFS6 NMI NNMT NRG1 NT5DC3 OAZ1 OSR1 OTOA PDE3B PNMA3 PNMT POLR2F POMP POU5F1 PRKRIP1 PROCR PRR16 PRRT4 PSD3 PTDSS1 PTGDR2 RFX2 RNF183 RPL13 RPL3L RPN1 RPS16 RRH RRN3 SERPINA1 SIX3 SLC22A12 SLC22A17 SLC24A2 SLC25A41 SLC34A3 SLC35B1 SLC36A1 SLCO2B1 SMIM1 SMOC1 SNX22 SOHLH2 STK4 STRA8 TAC3 TEX19 TFF2 THOC6 TIGAR TLE2 TLX3 TMEM132A TMEM161A TMEM190 TMIE TNFRSF14 TNFRSF21 TPGS2 TPM3 TRAPPC6B TRIM6 TRMT44 TRPA1 TSHZ2 TSPAN18 TTYH1 TULP2 U2AF1 UPK1B USP13 VCAM1 VIPR2 VPS33B VRK1 WNT9B XPO7 YTHDC1 ZNF474 ZNF658 ZSCAN5B GSE4142_NAIVE_VS_MEMORY_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE4142_NAIVE_VS_MEMORY_BCELL_UP AADAC ACE ACTR3B ACVR1 ACVR2A ADCY5 AFMID AKAP13 AMZ1 AMZ2 AOAH AP3M2 AQP7 ATP1A2 ATP6V1G2 AVPR1A BMP10 BMPR2 C19orf12 C1QL2 C1QTNF7 C8orf58 CACNA1H CCDC113 CCDC6 CCDC81 CD248 CD40 CFAP43 CHIT1 CLCA2 CLDND1 CLRN3 CNTROB COL5A1 CORO6 CPNE1 CRAT CRB1 CRYBB2 CYP11B2 DBNDD2 DCST2 DCTN5 DENND2B DKKL1 DNAAF1 DNAJB8 DNAL1 DPM3 DSP DYNLT2 EIPR1 ENSA ENTPD5 EPGN ERC1 EYA1 F3 FAM149A FAM163A FAM170B FANCI FBXO30 FGF19 FKBP10 FKBP9 FLT3LG FMNL3 GALNT6 GAST GCHFR GCM2 GLB1L GMFB GPR68 GPR84 GPR88 HAND2 HECA HHIPL1 HJURP HOXD13 HPD IFTAP IL1F10 IL1RAPL2 IRX1 ITGA2B KCNAB1 KCNN3 KCTD14 KIAA0513 KIF1B KIF5C KLF11 KLHL28 KRT14 KRT33B KRTAP3-1 KRTCAP3 LELP1 LGALS8 LGI4 LGR6 LHFPL4 LINC01973 LINGO2 LRCH3 LYPD2 MBD3L1 MCRIP1 MEIG1 METTL21A MYADML2 N4BP1 NCMAP NECAP2 NINJ1 NKX1-2 NKX6-1 NNMT NOBOX NT5DC3 NUMBL OSBPL3 OXT P2RY13 PHF8 PLCG1 PLOD3 PPFIA1 PRND PTPRN2 RC3H2 RCAN3 RENBP RFESD RGS1 RHOF RNF185 RORA RPL32 RPS16 RRH SCN4B SDC3 SH3RF3 SHLD2 SIGLEC10 SIX3 SLC22A2 SLC32A1 SLC36A1 SLC39A2 SLC49A4 SLC6A18 SLN SMAD7 SMIM3 SNED1 SNRPN SNX22 SORCS3-AS1 SOX13 SPDYE18 SSTR3 STRA8 STX1A TACR1 TBC1D22A TBC1D8 TCF25 TEX9 TFAP2A TGFA TIFAB TK2 TMEM119 TMEM184B TMEM40 TMPRSS11A TNNC1 TNS2 TP53INP2 TRAPPC6B TRIM33 TSPAN2 TTC39B TUT7 UBA7 VAMP1 VWA3A WDR47 ZBTB18 ZC3H12A ZNF205 ZNF474 ZNF627 GSE4142_PLASMA_CELL_VS_GC_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE4142_PLASMA_CELL_VS_GC_BCELL_DN ABT1 ACSM2A ADI1 AKNA ANAPC15 APOBEC1 ARF1 ARFRP1 ARHGEF3 ARID5B ART3 ATP5MF AURKAIP1 B3GLCT BANF1 BCAS2 BCL2L13 BRF2 C1QBP C1orf52 C3orf52 C8orf34 CAGE1 CALML4 CALR CAMK2D CASP1 CASQ1 CBLN4 CBX2 CCDC122 CCN4 CCT5 CD200 CD276 CDC20 CDC26 CDH2 CDH7 CES3 CFAP20 CLPB CNBP COBLL1 COQ2 COQ7 CR1L CRACD CST7 CTNNBL1 DALRD3 DCLK1 DDX28 DEAF1 DGKK DIMT1 DNAJC15 DNAJC24 DTD1 DUSP2 E2F6 ECD ECE1 EIF2AK1 ELMO1 EMB ERCC3 ETS2 FAM193A FASTKD1 FBXO31 FCF1 FH FILIP1L FNTA GABRB1 GARRE1 GGA2 GLRX5 GNPTAB GPR89B GRK5 HSPE1 HTATSF1 ICOS IL20RA INPPL1 INSYN2B IPO11 ITGA3 ITGB5 IWS1 JAZF1 KCTD5 KLHDC9 KYAT3 L2HGDH LAS1L LIN7A LRRC45 MAP6 MCM6 MICOS10 MIOS MLXIP MMACHC MMP8 MPC2 MRPL11 MRPL16 MRPL22 MRPS30 MS4A6A MSH2 MTX1 NDUFAB1 NLN NOL7 NONO NQO1 NR6A1 NRROS NSFL1C NUP205 NUP37 PABPC4L PCDH10 PDE3B PDXK PHETA2 PKNOX1 POGLUT3 POLD2 POLR2F POU4F1 PPHLN1 PRKCZ PRKRIP1 PRSS41 PTCD2 PTGES2 PUM3 RCN2 RMDN2 RPF1 RPF2 RSAD1 RTN4RL1 RUVBL2 RWDD4 SAFB2 SAMM50 SDAD1 SGF29 SHCBP1L SKIDA1 SLAMF1 SLC26A10P SMIM8 SMN1 SNHG3 SNRNP200 SNRPA1 SPATA5L1 SPINT1 SPRY1 SSMEM1 SSPN SSR2 ST3GAL5 STOML2 SUGP1 SUMO3 SYNE2 TAF6 TEX47 TIAM1 TIMM22 TIMM8B TLR9 TMCC2 TMEM229B TMEM267 TNRC18 TREX1 TRPV1 TTC4 TUSC3 UQCC2 UTP15 VMP1 WARS2 WBP11 WDR26 WDR55 XKR5 YBX3 ZC3HC1 ZFP36L1 ZNF469 GSE4142_PLASMA_CELL_VS_GC_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE4142_PLASMA_CELL_VS_GC_BCELL_UP ABHD10 ABRAXAS2 ABTB1 ADAM28 ADNP2 AGO1 AHCYL1 AHSG AIP AMOTL1 ANKDD1B ANKRD35 APOBEC4 ARFGEF1 ARHGEF38 ARSK ATF6 ATG16L1 AVIL B3GALT2 BMP10 BNIPL BPIFB2 BRMS1L C17orf75 C4orf46 CATSPERZ CCNL2 CD163 CD36 CDH11 CECR2 CFAP20 CHID1 CLK2 CNTN6 COPG1 CPA3 CPEB3 CRYGS CTSK DARS2 DAZ2 DENND2D DENND4B DHX35 DNAAF9 DZANK1 EEFSEC EFEMP1 EIF2AK3 ELOVL4 EML4 ERC1 EXOC3L1 FAM110A FAM110C FAM193A FAM81B FAM89B FBXL3 FBXO46 FBXW5 FBXW7 FCHO1 FHIP2A FOXB1 GJC3 GLRA2 GRIA1 H1-10 HECA HROB HSD17B3 HTR3B IL22RA2 ILK IQSEC2 IRF2 ITFG2 ITGB4 JAK3 KATNB1 KBTBD2 KRT12 LANCL2 LDLRAD4 LIN7A LIX1 LONRF2 LRRC41 MAEL MAML1 MAPK8IP3 MATN2 MATN4 MIIP MKRN2 MNT MPV17L2 MR1 MRC2 MRI1 MROH1 MTMR3 N4BP1 NAIF1 NCK1 NCKAP5 NEK4 NF2 NISCH NPHP3 NR4A1 NUP210 NUSAP1 ODF4 OPALIN PARPBP PCDH20 PCDHB2 PCED1A PDE3A PDK4 PHF20L1 PHLPP2 PLEC PLEKHA6 PLEKHG5 PLPP6 PNRC1 POFUT1 POLA1 PRAMEF8 PRDM4 PROK2 PTK6 PTPRG PYGB RAB22A RAD51AP1 RAPGEF5 RAPH1 RASAL3 RFXANK RNF123 RNF214 RNF41 RUVBL2 SACS SATL1 SGPP2 SLC2A8 SLC37A1 SLC9A5 SLMAP SMAD6 SMYD5 SNRNP200 SNX7 SOX1 SPATA6L SPG7 SSH3 ST7 STOX1 SYCP1 TAF15 TAF6 TBC1D10B TCF25 TDP2 TEX36 THAP2 TMEM132C TMEM8B TOR1AIP1 TRAF7 TSPAN14 UACA UBE2B ULBP1 UNC5A USP30 USP9X UTRN VNN1 VPS26B WDR62 ZC3H6 ZDHHC15 ZFHX3 ZFP36L1 ZFP36L2 ZIC3 ZMAT1 ZNF516 ZNF598 ZNF600 ZNF688 GSE4142_PLASMA_CELL_VS_MEMORY_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE4142_PLASMA_CELL_VS_MEMORY_BCELL_DN ACOT2 ACSL6 ADAMTS20 ADPGK ANAPC15 ANGPT1 ANKRD45 ARHGEF37 ARID1A ARR3 ARSJ ATIC BCL2A1 BCL2L1 BCL2L12 BCL2L13 BGN BLVRA BMP2 BOD1 BPIFB2 C11orf24 C1QBP C1QTNF9 C1orf52 C2CD2 C3orf52 CALB1 CBX2 CCDC124 CCDC141 CCDC171 CD9 CDK2AP1 CELF2 CENPS CES3 CETN3 CFAP20 CFAP298 CHID1 CMSS1 CNKSR3 COA7 COL14A1 CTU1 DCDC2 DCDC2C DCLK1 DENR DIMT1 DIS3L2 DTD1 DUT DYNLL2 EEF1AKMT1 EFEMP1 ENPP3 EPHA4 EPPK1 ERH EXOSC1 EXOSC4 FABP3 FARSB FASLG FAT1 FAT3 FBXW5 FH FOXA2 FOXRED2 FXN GAS6 GATA4 GINS2 GIP GLIPR1L1 GLRX5 GNG8 GTF2H4 GZMM HAUS1 HESX1 HK3 HNRNPD IGFALS INAVA IPO11 IQGAP3 ITGA4 KCNK6 KCNMB2 KIAA0319 KIF1A KLF16 KRT2 LANCL2 LARP7 LHFPL4 LHX9 LIN7A LONRF3 LRRC42 LSM7 MDGA2 MEIOC MLF1 MMACHC MMP8 MND1 MRAS MRPL13 MRPL16 MRPL2 MRPL40 MRPL41 MRPS11 MRPS18B MTSS2 NAA20 NFKBIB NHP2 NSFL1C NTN1 NUDT1 OAZ1 ORAI1 ORMDL2 OSBPL6 PCDH10 PCSK5 PDCD1LG2 PDZRN4 PGBD5 PHF5A PIGC PIGF PIN1 PKNOX1 PLAUR PMF1 PMS1 POLD2 POLE4 PPIH PPP3R2 PRDM10-DT PSMA7 PTK6 RAB3IP RAB5IF RCSD1 RGL1 RPAP1 RPUSD2 RTCA RUVBL2 SCIN SESTD1 SF3B4 SLC26A10P SLC51A SMN1 SOX6 SOX8 SSR2 STOML2 STOX1 SULT2B1 SUPT16H SYT1 TECPR2 TENM4 TERB2 TEX47 TFAP2E TIAM2 TIMM10 TIMM22 TIMM9 TJP2 TMCC2 TMEM201 TNFSF11 TNRC18 TP63 TRIM36 TRNAU1AP TUSC3 UBE2E1 VPS36 VXN XRCC2 YBX3 ZFP41 ZMYND12 ZNF362 ZNF777 ZSCAN29 GSE4142_PLASMA_CELL_VS_MEMORY_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE4142_PLASMA_CELL_VS_MEMORY_BCELL_UP ADAM28 ADGRE5 ADRA2B AICDA ARSJ ARSK ASB6 AXDND1 B3GNT8 BAAT BARD1 BCAR1 BCO1 BICD1 BMI1 C19orf18 C3orf85 CACNA2D3 CACYBP CCNB1IP1 CD177 CDHR2 CELSR3 CES4A CFAP161 CHCT1 CHRDL1 CLMN CNDP1 COL11A1 COL1A1 COL4A3 COL6A2 CPED1 CPNE9 CRCT1 CRYBA1 CRYGS CSF3R CSMD3 CTXN3 CXCL6 DCST2 DNAJC5G DPM3 ELOVL4 ETNPPL ETV1 FAM216B FAM81B FAT2 FBXO43 FBXW11 FCGR3A FERMT2 FGD2 FGF20 FJX1 FN3KRP GAPDH GJB3 GJC3 GLI3 GPR173 GPR26 GPR39 GRHL3 GRIA2 GRM5 HAS1 HERC4 HES7 HJV HTR2B HTR5A IGDCC4 IGF2BP2 IGKC IL12A IL1RAPL1 ILDR2 INAVA IQSEC2 IRX4 JCHAIN KCNA5 KCNAB1 KCNIP4 KCNJ2 KCNMB2 KCNT2 KLRC1 KRT25 KRTAP7-1 KRTAP8-1 LCE1A LIPF LMNB1 LMOD2 LRRC4 LRRC71 LYZL4 MAP1B MAPK4 MB21D2 MDGA2 MEOX2 MFSD2B MKRN3 MS4A1 MTNR1A MUTYH MYBPH MYH11 MYO3A NDP NEUROD1 NLGN3 NNMT NOS1 NUDT17 NWD2 ODF4 OLFML1 PAH PANX3 PCBD1 PCDH15 PCSK5 PDE3A PDE6A PDK4 PDP1 PFN4 PHOX2A PIGT PIK3R6 PLD4 PLEKHG4 PLPPR5 PLSCR4 POU2AF2 POU5F2 PRCD PRDX1 PROK2 PRSS46P PTPRU PWWP2B PXT1 RAB25 RASAL2 RDX RGS5 RPS25 SAA2 SATL1 SCN10A SCN8A SERPINB1 SET SIX3 SLC18A1 SLC22A3 SLC25A27 SLC26A3 SLC46A2 SLC7A13 SLC7A2 SLITRK6 SMAD6 SMARCA1 SNAI1 SNRNP40 SNRPN SOX5 SPATA18 SPP1 SRPK3 STOX2 SYCP1 SYT6 SYTL3 TEKT1 TEX36 TLL1 TOM1L1 TOMM20 TRIM63 TTC23L TTC29 UGT2B4 UNC13C USP1 VASH2 VCAN VNN1 VSX2 ZC3H6 GSE41867_DAY15_EFFECTOR_VS_DAY30_EXHAUSTED_CD8_TCELL_LCMV_CLONE13_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41867_DAY15_EFFECTOR_VS_DAY30_EXHAUSTED_CD8_TCELL_LCMV_CLONE13_DN AASDHPPT ABHD17A ADAM17 ADNP ALKBH8 ARID5B ARMCX4 ATP13A3 ATP6V1F BCR C18orf54 CDC5L CDS2 CECR2 CHST10 CLDN12 CLPX COMTD1 CRISP3 CSNK1E CTNNAL1 DCUN1D5 DDX46 DHX32 DLST DNAAF2 DNMT3B DPY19L1 DYM ECHDC1 EIF1AY EIF2AK3 EIF2S2 EIF4E EML4 ETAA1 ETF1 EYA1 FAM114A2 FBXL3 FKTN FOXO3 GABPA GALC GCAT GCLC GFER GGACT GNAQ GNL2 GPR89B GPRASP3 GSPT1 GTF2E1 HACD1 HAUS6 HERC1 HIBCH HMGCR IFRD2 IKZF5 IL6ST INO80C INTS6 IPO11 IRAK1 IRAK1BP1 ISYNA1 JADE3 JCAD JMJD6 KCNK13 KCTD13 KLHL7 LARP7 LATS1 LEMD3 LIPT1 LSG1 LSS LURAP1 MAK16 MAPK6 MAPRE2 MCMBP MDC1 ME2 MFSD14B MKLN1 MKNK2 MMGT1 MOB2 MOB3B MRPL54 MTFP1 MTFR1 MTIF2 NAE1 NAF1 NARS2 NCOA3 NDUFS1 NMT2 NOL11 NPM3 NT5C3B NUDT17 NUDT5 NUFIP1 NUP35 NUS1 OGT ORC1 ORMDL1 OTUD6B OXR1 PCMT1 PDE7A PDK1 PIAS2 POLR1F PPIF PPP1R14B PPP2R5A PRDM5 PREP PTER PUS3 PWWP2A RAB18 RAD17 RAI1 RBM48 RINT1 RMC1 RMND5A RNF138 RNFT1 RPAP2 RPN2 RUFY1 SANBR SCAMP2 SCRIB SDC1 SEC24A SELENOO SENP6 SGSM3 SLC11A2 SLC25A51 SLC30A4 SLC35F2 SNAP23 SNRPA1 SPINDOC SPRTN SRFBP1 SRSF7 ST8SIA6 STRAP STT3A TAF4 TAF5 TARDBP TBP TCERG1 TFDP1 THAP4 TMED2 TMEM108 TMEM126B TMEM248 TMEM97 TMOD1 TNFSF9 TOP2B TRAM2 TRMT6 TSEN54 TSPAN6 TXNDC5 UBXN2A UBXN8 UCHL3 USP16 WDR20 WDR43 WDR55 WDR75 WEE1 YES1 ZBTB2 ZBTB25 ZDHHC20 ZFP36L1 ZNF280C ZNF347 ZNF566 ZNF597 GSE41867_DAY15_EFFECTOR_VS_DAY30_EXHAUSTED_CD8_TCELL_LCMV_CLONE13_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41867_DAY15_EFFECTOR_VS_DAY30_EXHAUSTED_CD8_TCELL_LCMV_CLONE13_UP ACOT8 ADAM8 ADAMTS8 ADIPOQ ANXA1 AP1M2 ARHGAP8 ART5 ASAH2 ATOX1 ATP8A1 BBS4 BLVRB C15orf40 C19orf38 C19orf53 C1orf54 C9 C9orf64 CA2 CASP9 CBLB CCL4 CCRL2 CD86 CDH15 CFAP36 CGAS CHMP5 CLCN1 CLEC6A CMPK2 CSF1 CSF2 CST3 CXCL13 CYTH1 DACT2 DDX60 DHX58 DNAJC7 DPH5 DRGX DSE DTX3L DYNC2LI1 DYNLT2B ENG EPSTI1 ERGIC3 EVL F11R FBXO33 FCER1G FES FKBP15 FYCO1 GCA GCHFR GMPPB GNG2 GPR18 GTF3C5 GYPC HERC6 HMGA2 HNRNPLL HOXB3 ICOS IFNG IFT22 IGHMBP2 IKZF2 IL10RA IL18 IL2RB IP6K1 IRF5 IRF7 IRGM ISG20 ITGA4 ITM2B ITM2C ITPR1 KCNAB2 KCTD2 KIF13B LAMTOR4 LGALS3BP LLGL1 LMCD1 LRRC74A LYN MAF MAPKBP1 MCTP1 MED28 MIEN1 MOCOS MPPED1 MROH1 MSANTD1 MTX1 MYO1F NACC2 NAT1 NBAS NCOA7 NDST1 NDUFA7 NFATC2IP NIT1 NKG7 NT5C3A NUB1 NUP210L OAS2 OAS3 OTUD1 P3H1 PAK1 PARP14 PARP8 PCBD1 PDE4B PDIA5 PDLIM2 PEX2 PHF21A PIK3CD PLAC8 PLAGL1 PRDX2 PRKCD PRRC1 PTGR1 PTPRS QPRT RAB19 RBM43 RERE RESF1 RIGI RNASEL RSAD2 RTP4 SAA1 SAMD12 SAMHD1 SERPINB6 SERTAD3 SETDB2 SGCB SH3BP2 SHFL SIK3 SLC35B4 SLC9A1 SLIT3 SMDT1 SNAP47 SOCS1 SPATA13 SPATA6 SPCS2 SRD5A3 STAT1 STAT2 STC2 STK10 STK40 STX11 STX2 TAPBP TBRG1 TBX21 TDRD7 TEX35 TJP2 TLR2 TLR4 TMEM140 TMEM98 TNFSF11 TP53BP1 TRAFD1 TRAPPC1 TRIM5 TTYH3 UBALD2 USB1 WASF2 ZBP1 ZFPM1 ZNF513 ZNF580 ZNF839 ZNFX1 GSE41867_DAY15_EFFECTOR_VS_DAY30_MEMORY_CD8_TCELL_LCMV_ARMSTRONG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41867_DAY15_EFFECTOR_VS_DAY30_MEMORY_CD8_TCELL_LCMV_ARMSTRONG_DN ABCA17P ABCC2 ABCD4 ACCS AGGF1 AK7 AKAP17A AKAP5 ANKRD26 AP1G2 AP4E1 ARHGAP45 ATG2B ATP1A1-AS1 BLTP3B C15orf32 C1QTNF1-AS1 CABP7 CACNA1E CAMSAP1 CCDC14 CCDC144BP CCDC77 CCR2 CCSAP CDK8 CEMP1 CENPL CEP76 CEP97 CHAMP1 COG1 COG6 CPSF2 CSNK1G3 CTRC CYP17A1 DAB2 DCDC2 DFFB DGKD DHFR2 DIRC3 DOCK7 DPY19L3 DUSP18 DYDC1 DZANK1 EDC4 EEIG2 EEPD1 EID2B ELAC2 ERCC5 EXOSC2 FAM78A FBXL6 FBXO45 FOXE3 FSTL3 GARRE1 GAS2L3 GCC2 GLCE GMNN GPR20 GRM2 GSG1L GSTA4 H3C1 HAUS6 HERC2 HES2 HYCC1 IGIP IL1F10 IMPG1 INE1 IQCF3 ISLR KBTBD8 KCNE3 KCTD2 KLF3 KMT5B KRT80 LBR LEFTY1 LINC01015 LINC01116 LINC01348 LOC401442 LOH12CR2 MIS18BP1 MSS51 MTM1 NAIP NDUFB2-AS1 NDUFV1-DT NINL NIPBL NLRC4 NMUR2 NPAT NPY1R NR2F6 NRXN3 NUDT12 OBSCN OXR1 PBX3 PCA3 PCM1 PHYHIP PLAAT1 PLB1 POTED PPDPFL PPIP5K2 PRAM1 PTPN22 PWWP2B RANBP2 REN RGS14 RHOT1 RNF168 RUNX1 SCGB2A1 SDSL SEC24D SEPHS2 SERPINH1 SERTAD2 SETDB2 SHARPIN SIX3 SLC16A1-AS1 SLC23A1 SLC26A11 SNORA71A SNX21 SNX30 SPATA3 SPOPL ST6GALNAC5 STAMBPL1 STARD13 STC2 STX6 SUN1 TAS1R1 TAS2R10 TBC1D15 TEC TLR1 TMEM132B TMEM185A TMEM223 TMEM65 TNFRSF12A TRAPPC8 TRIM32 TSNARE1 TTI1 UBAP2 ULK3 USP32 USP38 USP4 VEGFD VPS37A WDCP WDR97 WT1 YLPM1 ZBTB34 ZC3H14 ZCCHC14 ZFP30 ZFYVE16 ZMYM2 ZNF18 ZNF225 ZNF503-AS1 ZNF514 ZNF638 ZNF782 ZNF804A ZNF808 GSE41867_DAY15_EFFECTOR_VS_DAY30_MEMORY_CD8_TCELL_LCMV_ARMSTRONG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41867_DAY15_EFFECTOR_VS_DAY30_MEMORY_CD8_TCELL_LCMV_ARMSTRONG_UP ABCG2 ABHD1 ABHD5 ABL2 ACCS ACVR1C AJUBA ALDH3A1 ANKRD12 APOD ARID1B ATP13A3 ATP6V1C1 B4GALT4 BACH1 BCAM BCAR3 BHMT2 BMP7 C12orf75 C15orf39 CABLES1 CALML4 CALML5 CAMK2N2 CCL13 CCNF CDK2 CEP170 CERT1 CHRNA2 CLN8 CLRN3 COMTD1 CPEB4 CSF3 CSRNP1 CYFIP2 DCST1 DHPS DIAPH3 DTX2 DTX4 DUSP4 ELANE EMP1 ENPP1 FAM110B FBXW7 FEM1B FEM1C FGD6 FIGNL1 FNIP2 GAS2L3 GCNT2 GLA GLT6D1 GNL2 GNL3 GPR146 GPRC5A GPRIN2 GRAMD2B GZF1 HBEGF HILPDA HPS5 IFITM5 IL10 IL31RA INAFM1 JHY JMJD1C KCNB1 KCNK13 KCNK4 KDM7A KLF9 KRTAP4-3 LAMTOR3 LINC00612 LMO3 LONRF3 LOXL2 LRATD1 LYRM2 MAFB MAFK MARVELD2 MDM2 ME3 MESP2 METTL17 MNAT1 MPV17 MYO16 N4BP2L2 NAF1 NEIL1 NIP7 NOXRED1 NR2E1 NT5DC3 OPTN OSER1 OSM P2RY1 PBDC1 PCYT1A PDE2A PEDS1 PGAP3 PIP4P1 PLA2G2E POGK PRCP PRMT8 PRMT9 PTTG1IP RABGAP1 RABGEF1 RAD9B RAI2 RALGDS RAPH1 RARRES1 RCBTB1 RCHY1 RGL1 RGS1 RHOV RPE65 RRAGC RTP3 SAMD8 SCAF4 SH3BP5 SH3RF1 SH3TC1 SIRT2 SLAMF8 SLC2A9 SLC38A3 SLC5A11 SLC6A8 SMCR8 SNORC SNORD89 SNX15 SNX16 SNX30 SOX15 SPATA1 SPATA6L SPHK1 SPR SPTY2D1 SRL SRPK2 SRSF11 ST6GALNAC4 STAM2 TANC1 TBC1D8B THADA THAP6 TIA1 TIMM8A TIPARP TLE4 TLR3 TMEM100 TMEM121 TMEM140 TNFSF14 TRAF3 TRIT1 TRMT2B TRMT5 UMAD1 USP6NL VPS18 VPS26A VSTM2A WDR4 YBX2 ZC4H2 ZDHHC18 ZFAND2A ZFAND5 ZFP36L2 ZFYVE9 ZGLP1 ZMIZ1 ZNF131 ZNF23 ZNF541 ZNF655 GSE41867_DAY6_EFFECTOR_VS_DAY30_EXHAUSTED_CD8_TCELL_LCMV_CLONE13_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41867_DAY6_EFFECTOR_VS_DAY30_EXHAUSTED_CD8_TCELL_LCMV_CLONE13_DN AASDHPPT ABCG2 ADSS2 AHR AMIGO2 AMMECR1 ARMC6 ATP13A3 BASP1 BCCIP BCL7C BEND3 BRAF CASD1 CASK CCDC86 CD36 CDC73 CDK2 CDV3 CNOT2 CREG1 CRISP3 CRYBG3 CSNK1E CTBP1 CUL5 DDX21 DENND4C DESI1 DHODH DHX33 DNAAF2 DNLZ DPY19L1 DTWD1 ECHDC1 EEF2 EIF2B4 EIF4E EML4 EXO1 FAM118B FAM185A FAR1 FKBP4 FOXO4 FRMD3 GABPA GAD1 GAN GCLC GID4 GLG1 GMDS GNAQ GPN3 GPR171 GSPT1 HACD1 HPGDS HUWE1 IARS1 IBTK IMPDH2 ISYNA1 ITFG1 JCAD JKAMP JMJD6 KCTD14 KCTD6 KDM7A KLF3 KLHL6 LANCL2 LETM1 LIPT1 LMAN1 LRRC8A LRWD1 MANEA MAPK6 MAPRE2 MBNL3 MCOLN2 MDC1 ME2 MEMO1 METTL25 MGA MMGT1 MTAP MTMR1 NAF1 NCOA6 NDUFAF4 NOP14 NPM3 NSUN2 NT5C3B NUDT17 NUS1 ORMDL1 OTUD6B P4HB PALS2 PANK3 PCGF6 PDE7A PECR PGRMC1 PIP4P2 PNPO POLR1G PPIL3 PRADC1 PRKAG2 PRKCI PTBP2 PURB PUS3 R3HDM1 RANBP6 RDH11 RMND5A RPAP3 RSPRY1 RYR1 S1PR1 SCAMP2 SCCPDH SCRIB SETD7 SH2D4B SIDT2 SLAIN2 SLC16A1 SLC19A2 SLC25A51 SLC30A4 SLC30A5 SLC35F2 SLC44A1 SLC4A1AP SLFN13 SMPD3 SNHG32 SOCS3 SPAG9 SPATA5L1 SRRD SS18 SSRP1 STRAP STT3A SYNCRIP SYNRG TARDBP TBC1D12 TCERG1 THAP4 TIMM21 TMED2 TMEM177 TMEM184C TMEM259 TNFSF9 TNPO1 TPRG1L TRAPPC13 TRMT10C TRMT6 TSEN54 TXNDC5 UBE2K UBXN2A UCHL3 UCHL5 UGCG UHMK1 ULK2 USP16 USP30 UTP25 VKORC1L1 VPS13B VPS8 WDR75 WDR77 YES1 ZBTB1 ZBTB22 ZBTB25 ZHX1 ZNF131 ZNF280C ZNF330 ZNF397 ZNF566 GSE41867_DAY6_EFFECTOR_VS_DAY30_EXHAUSTED_CD8_TCELL_LCMV_CLONE13_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41867_DAY6_EFFECTOR_VS_DAY30_EXHAUSTED_CD8_TCELL_LCMV_CLONE13_UP ACOT8 ADAMTS6 ADGRL2 ADIPOQ ADORA2A ADPRM AGR2 AIF1L ALOX5AP ALS2 AOPEP ARHGAP30 ARHGAP8 ARL4C ATOX1 ATP8A1 B4GALT1 BAK1 BATF2 BBS4 BCL2L14 BCL9L BEND6 C19orf12 C19orf53 C1orf54 C3orf80 C9orf64 CA2 CASP7 CASS4 CCDC12 CCND3 CCRL2 CD40 CD86 CDC42EP2 CES5A CFAP126 CFAP36 CFAP410 CLCN1 CLEC6A COA5 CSF1 CSF2 CTSK CUEDC1 D2HGDH DAAM1 DAPP1 DENND2B DENR DHRS7 DNAL1 DOCK8 DOK1 DTX3L ENG ENPP4 EPSTI1 F11R FAM209A FAM221A FCER1G FECH FRMD4A FXN GBP2 GBP4 GCH1 GCHFR GDI1 GMPPB GPR18 GSAP GSDMD GSN GZMB HK1 HLA-B HLA-C IDNK IFIT1 IFITM3 IFNG IFT25 IFT80 IKZF2 IL12A IL12RB1 IL2RB IP6K1 IRF1 IRF7 IRGM ISG20 ITM2B ITPR1 KIF13B LAMTOR4 LGALS3BP LGALS9B LLGL1 LYN LYST MAF MCEMP1 MED15 MIDN MPEG1 MYCBP2 MZT2B NACC2 NAGA NBAS NDUFA7 NIT1 NKG7 NOD1 NQO2 NSG2 NT5C3A OAS1 OAS2 OAS3 OCEL1 P3H1 PAGR1 PARP11 PARP12 PARP14 PARP8 PCBD1 PDE1B PDE8A PDLIM4 PLAC8 PLSCR3 PLXNA3 PSMB8 PSMB9 PTK2 RAB19 RBM43 RERE RGS12 RIGI RIN1 RSAD2 SCLY SERPINB6 SERPINB9 SESTD1 SGCB SH3BP2 SIAE SIN3B SLFN12L SOAT2 SOCS1 SPACA1 SPATA13 SQOR STAT1 STMP1 SUCO TALDO1 TAPBP TAPBPL TBX21 TFEC TLR4 TMBIM6 TMEM106A TMEM140 TMEM219 TMEM87A TOR3A TP53BP1 TRAF5 TRAFD1 TRIM5 TSGA10 TTYH3 UBALD2 UHRF1 UMODL1 UNC93B1 VGLL4 WLS XDH ZBP1 ZCCHC18 ZFYVE26 ZNF23 ZNF449 ZNF513 ZNF691 ZNFX1 GSE41867_DAY6_EFFECTOR_VS_DAY30_MEMORY_CD8_TCELL_LCMV_ARMSTRONG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41867_DAY6_EFFECTOR_VS_DAY30_MEMORY_CD8_TCELL_LCMV_ARMSTRONG_DN ABHD17B ABHD2 ABI3 ACAA2 ACKR2 ADAMTS10 ADGRG3 ANGPTL1 ANKRD13D ANKS3 AP4B1 APC APOBEC1 ARF6 ARHGAP4 ARID5B ARPIN ARSK ATOSB ATP10D ATP1B1 ATP2A3 BCL10 BHLHA15 BSDC1 C1orf54 CAB39 CACUL1 CBL CCNI CCR7 CD28 CD37 CD79A CDK11B CDKN2D CDT1 CEPT1 CERK CHD6 CHD7 CHFR CIPC CLINT1 CLNK CMIP COBLL1 CPSF7 CROT CSGALNACT2 CXXC5 CYTH1 DDX54 DDX6 DMTF1 DNAH17 DUSP5 DYNLT3 E4F1 EDARADD EIF1 ELOVL5 EML4 ENDOD1 ERP29 EVL EXD2 F2R FAM193B FAM53C FAU FBXO30 FCGRT FGD2 FLT3 GALNT6 GIGYF1 GNAQ GSAP HDAC5 HIGD2A HMCES HPCAL1 HPSE ING2 ING3 INPP4A INPP5F INPP5K IQGAP1 IRF8 ITGAL ITGB7 ITK JUND KCTD12 KDM5A KLF7 KRTCAP3 LAT LCOR LEMD3 LENG8 LGALS4 LPIN2 LRRC23 LRRK2 MACIR MAFG MAP4K3 MCL1 MKNK1 MTA3 MXD4 MYH9 MYO1E MYSM1 N4BP2 NCOA6 NCOR1 NEK7 NFE2L2 NR3C1 NRM NSD1 NTAN1 NUB1 NXF1 PARP8 PCNX3 PDCD4 PDE2A PDP1 PECAM1 PHC2 PHF21A PHF6 PLEKHB2 PPP1R16B PRDM2 PRKCZ RAB11FIP2 RALGPS2 RAPGEF1 RASA3 RASGRP2 RELB RLIM RNFT1 RPL17 RPRD2 RPS27 RUNX2 RYBP SBNO2 SDF2 SFXN5 SGK3 SH3TC1 SIDT2 SLU7 SMC6 SMG6 SPRY1 SPTBN1 SRSF5 SRSF6 STX5 SYF2 TAOK3 TENT5C TGFBRAP1 THBS3 TLN1 TMEM268 TNRC6B TOB1 TOLLIP TOP2B TPK1 TPRG1L TPST2 TRAPPC8 TSC22D2 TTC5 TTLL3 TXNDC16 UAP1 UBL3 UCKL1 UGCG UNC93B1 VAT1 VPS11 WBP1 WDR44 WIPI2 ZBTB18 ZC3H11A ZFAND6 GSE41867_DAY6_EFFECTOR_VS_DAY30_MEMORY_CD8_TCELL_LCMV_ARMSTRONG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41867_DAY6_EFFECTOR_VS_DAY30_MEMORY_CD8_TCELL_LCMV_ARMSTRONG_UP AAK1 ABHD17B ABI1 ABRAXAS2 ACAP1 ADAMTS10 ADAMTS6 ADGRL2 AFF3 AKAP8L AKIRIN1 AKNA APOBEC3B ARHGAP4 ASAH2 ATP8A1 BLOC1S1 BORCS6 BRD4 BTG2 C16orf54 C19orf12 CAPN1 CAPNS1 CARD11 CCPG1 CCS CD38 CHST15 CIB1 CLK3 CLU CNOT8 CNPPD1 COX8A CSNK1D CTSC CYB561A3 DCAF5 DCTN2 DENND1C DGLUCY DLG3 DUSP3 ECI2 EIF3H EIF3K EMC3 ENPP1 ENSA EP300 ERP29 EVI2B FAM43A FAM76A FAM76B FBXO3 FERMT3 FLOT2 FMO5 FUCA1 FYCO1 GANC GKAP1 GLG1 GLIPR2 GNPDA1 GNS GPR34 GRINA GRK2 GSK3B GTPBP2 H2BC3 HIVEP3 HLA-DOA HPS6 HPSE IFI27L2 IFI44 IL11RA INPP5K IP6K2 IRAG2 IRF2 IRS2 ITGB2 ITPR2 JUN KCNN4 KDM5A KIAA0040 KLHL6 LGALS1 LIMD2 LIMK2 LINC01160 LRSAM1 MAP1LC3B MAP3K10 MCEE MED12 MEF2D MICAL1 MLLT3 MPPE1 MTA3 MTMR14 MXD1 NAAA NBR1 NCF2 NCKAP1L NCOA7 NEK9 NEU1 NFKBIZ NIPAL3 NUDT14 NXPE2 P2RX4 PDE1B PDE7A PECAM1 PFDN5 PGGT1B PHKG2 PLD3 PLGRKT PLXNB2 PNISR PNRC1 POLG2 PPP3CA PSMB9 PTPN6 PXMP2 QPCT RAB19 RAB30 RAB4B RAI1 RAP1A RENBP RERE RETREG3 RNASET2 RNPEPL1 RPL18A RRAGC S100A11 S100PBP S1PR4 SCAND1 SFI1 SHISA5 SLC23A2 SLC28A2 SLC35E3 SMARCA2 SP110 SPPL3 SSBP2 STAT4 STK24 STX16 SYNE1 TBC1D9B TCP11L2 TERF2 THBS1 TIGD2 TJP3 TLR6 TMEM71 TMEM9B TNFRSF18 TP53INP2 TRIM59 TRPV2 TUG1 TXLNG TXNIP UAP1L1 UBE2W UCP2 UTRN UVSSA VAMP8 VPREB3 VPS37B WDFY2 WTIP ZBTB24 ZC3HAV1 ZFYVE27 ZMYND11 ZNF292 ZNF597 ZSCAN25 GSE41867_DAY6_VS_DAY15_LCMV_ARMSTRONG_EFFECTOR_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41867_DAY6_VS_DAY15_LCMV_ARMSTRONG_EFFECTOR_CD8_TCELL_DN AAK1 AFF3 AHNAK AKR7A2 AMPD1 ANKLE2 AP5M1 ARMH3 ATF7IP2 BABAM1 BACH2 BTBD10 BTN3A2 C11orf24 CACYBP CADM1 CAPNS2 CARMN CCDC125 CCDC22 CCDC92 CCL21 CCT4 CD69 CDC37L1 CDK4 CLDN12 CNPY3 CTDSPL2 CTR9 CUEDC2 CXCR5 CYP51A1 DCTN6 DDX56 DEAF1 DGLUCY DNAJA2 EEF1AKMT1 ENOSF1 ENSG00000267665 ENTR1 ESS2 FAM118B FBP2 FBXO28 FKBP4 FMC1 FSHB GNA15 GNG5 GOPC GPR183 HPCA HRAS HSP90B1 IDI1 IDO2 IQGAP2 IWS1 KCTD20 KHDC4 KIAA1143 KLK13 KRT77 KRT80 LARP1B LCK LINC00294 LINC00938 LINC01003 LSM14A MAB21L1 MAP2K1 MAP4 MAP7D1 MARCHF8 MARCO MBD1 MBD2 MCF2 MED1 METRNL MFAP3 MFSD3 MIEF1 MILIP MOK MPV17 MRPS30 MT1HL1 MYL11 NABP2 NAP1L4 NDUFB5 NOB1 NPEPPS NR1H2 NRF1 NUDCD3 NUP210L NXT1 OPA3 PAFAH1B3 PAGR1 PALM PAQR7 PAQR8 PARP2 PCID2 PEPD PINK1 PKNOX1 PLA2G2A PLCB2 PLEK PMS2P1 PNMA3 POU4F2 PPIG PPM1B PPP6R3 PRKAB1 PRPF3 PSMC3 PSMD14 PTTG1 PUM2 RAB27A RAB5B RAB8A RAP2B RASL10B RCE1 RDH5 RIPK3 RNASE6 RNF181 RPL36AL RSPH9 RTN3 SART3 SC5D SCAF4 SCAF8 SCML2 SEL1L3 SEPTIN1 SFXN1 SGCD SLC15A4 SLC25A1 SLC2A1 SLC33A1 SLC45A3 SOX1 STAG1 STX2 TM2D3 TMEM147 TMEM212 TMEM68 TMEM9B TNRC18 TOPBP1 TRAPPC10 TRIP6 TRPT1 TSN TVP23B TWF1 UBA5 UBA7 UBE2I UNC5CL UTP3 VPS26C VPS37A VPS4B VPS50 WIPF2 WNK1 WRNIP1 XBP1 XIST ZBED3 ZBTB7B ZCCHC7 ZFPM1 ZGPAT ZMYND8 ZNF22 ZNF548 ZNF668 ZNF791 ZRSR2P1 GSE41867_DAY6_VS_DAY15_LCMV_ARMSTRONG_EFFECTOR_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41867_DAY6_VS_DAY15_LCMV_ARMSTRONG_EFFECTOR_CD8_TCELL_UP ABCA3 ABTB2 ACSL1 ACTA1 ADAM18 ADAMTSL5 ADORA2A ADORA2A-AS1 AIM2 ANKRD33B APOL1 ARAP2 ARHGAP22 ARMCX1 AVP BAG3 BAMBI BCL2A1 BCL2L14 BEND2 BHLHE22 BRIP1 C21orf91 C4orf46 CALCR CARD11 CCL5 CCNA1 CEACAM5 CELA1 CEMIP CHADL CLDN3 CLEC2D CNKSR3 CPLX1 CPNE8 CRPPA-AS1 CXCL3 CXCL8 CYP7B1 DDX60L DENND5A DGCR5 DHX58 DNAAF1 DNASE1L2 DRAM1 DUSP1 EN1 ENSG00000271776 EPHA5 EREG ERFE ERRFI1 EXPH5 FAM9B FBLN5 FBXL19-AS1 FRMD7 FUT4 GALNT3 GARIN5B GBP5 GCH1 GEM GJA1 GJB2 GNGT1 GPR132 GPR84 GSG1 GUCY1A1 GZMK HERC5 HESX1 HOXD10 HS3ST3B1 IDO2 IFNB1 IFNL1 IL15RA IL18RAP IL19 IL1A IL4I1 IL6 IRAK2 IRF1 KANK1 KIAA1549 KLC3 KLF7 KRT76 KRTAP9-8 LATS2 LIFR LILRA5 LINC01004 LINC01600 LINC01619 LINC01968 LINC02171 LRATD1 LRRC3 LSS LYPD1 LYSMD2 MAGEA6 MAP3K8 MARCKS MCOLN2 MELK MFHAS1 MIR155HG MIR3945HG MIXL1 MT1HL1 MUSTN1 NAMPT NCF1C NECTIN3 NFKB1 NLRC5 NPNT NR4A3 NRP2 NUB1 OASL OGDHL OXTR PALMD PARPBP PELI1 PHF21B PI4K2B PIK3R3 PIWIL4 PLAGL2 PRKD1 PRX PSD3 PSG5 PTGER4 PTGS2 PTPRF PUS10 RAPGEF2 RASGEF1B RASGRP1 RD3 RETREG1 RIGI RIPK1 RNF186 RNF213 RPA4 RPS6KL1 SAMD9L SASH1 SCN8A SKIL SLC1A2 SLC6A15 SMIM10L2B-AS1 SNN SORCS1 SP2-AS1 STAT4 STK26 STX11 TAAR1 TENT4A THAP3 TJP2 TMEM268 TNC TNFAIP2 TNFAIP6 TNFSF15 TNFSF9 TRIP10 TTC26 TTN TTYH2 UPB1 USP12 USP18 USP42 ZBP1 ZBTB10 ZBTB43 ZC3H12C ZC3HAV1 ZHX2 ZNF536 GSE41867_DAY6_VS_DAY15_LCMV_CLONE13_EFFECTOR_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41867_DAY6_VS_DAY15_LCMV_CLONE13_EFFECTOR_CD8_TCELL_DN ABCC6 ACKR3 ADGRB2 AGBL5 APOB ASB16 ATP10B ATP8B2 AVP BMP8A BOD1L2 BSPRY BTNL9 C5orf47 CA12 CA5A CA7 CACNG7 CADPS2 CALHM4 CALML5 CALN1 CCNYL7 CDC42EP2 CFAP45 CGN CLDN10 COL4A1 CPN2 CPT1C CS CSMD2 CSRNP2 CST6 CYP3A7 DEFA4 DKK4 DNAJB7 DPPA4 DRAIC DUSP15 DVL1 EDN2 EDNRB-AS1 ENSG00000204684 EOMES EPOR FAM106A FAXC FGB FITM1 FLRT1 FOXR2 FXN GFI1 GPR161 GPR176 GPX2 GTPBP3 GUCY2D GULP1 HCG4B HES2 HMGCS2 HORMAD1 HRG HSPB3 IGF2BP2-AS1 IGFBP3 IL6ST-DT INHBB IZUMO1 JDP2 KDM2A KDM5D KNCN KRT76 KRTAP5-2 KRTAP7-1 KRTAP9-3 L1CAM LDC1P LETM2 LINC00592 LINC00622 LINC00698 LINC00906 LINC02693 LMX1A LRFN1 LRIT1 LRRC4C LRWD1 MAK MAP7D2 MEF2D MEIOC METTL27 MLN MROH6 MXD3 MYLK2 MYPOP NACAD NEU4 NHEG1 NKD2 NRARP NUPR1 OAS1 ONECUT3 OR51E2 OSTCP1 OTOS PAQR6 PCDHGA8 PER3P1 PHACTR1 PHACTR2-AS1 PKD1L1 PLEKHH1 PLLP PLXDC1 POLQ POU5F2 PRM3 PRSS16 PRSS37 PRSS54 PWAR5 PYCR1 PYGO1 RAB3C RALGPS1 RARRES2 RCAN1 RFX6 RPL13AP17 RPS4Y1 RTP1 S100Z SCARA3 SCN11A SCYL3 SEMA3A SERPINA10 SERPINB9P1 SERTAD4BP SFMBT2 SH3BGRL2 SIRT1 SLC16A8 SLC22A23 SLC22A25 SLC35F1 SMAD9 SNX15 SOGA3 SSMEM1 STOML3 STYK1 SUGT1P1 TAF1B TANC1 TBC1D29P TCP10L3 TIMM8A TMEM105 TNFRSF19 TRPC2 TSNARE1 TSPAN6 TTC36 TUBGCP5 TWIST1 USP28 VSIG10L2 VXN WNK4 WWC2-AS2 XIRP1 ZCCHC18 ZFP41 ZNF137P ZNF354C ZNF443 ZNF621 ZNF767P ZNF776 ZNF843 GSE41867_DAY6_VS_DAY15_LCMV_CLONE13_EFFECTOR_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41867_DAY6_VS_DAY15_LCMV_CLONE13_EFFECTOR_CD8_TCELL_UP ABCC2 ABCG5 ABLIM3 ADAM20 ADH1B AGBL4 AGL ANKFN1 ANKRD17 ANKRD30BP2 AP1G2 AQP10 ARC ARHGAP39 ARMC3 ART4 ATCAY AVPR2 AZGP1P1 BCO2 BMP10 BTNL2 C11orf52 C15orf32 C19orf81 CAMK2A CASC16 CCDC81 CDT1 CHIA CHL1-AS2 CHRD CLDN4 CLDN8 CLTCL1 CNTFR-AS1 CPLANE1 CPLX2 CRHR1 CRYGN CST1 CUBN CXCL11 CXorf51A CYP11B1 CYP4A11 DAPL1 DCDC2 DEFA5 DIRAS2 DIRC3 DLG1-AS1 DNAH1 DSCR9 EFCAB3 EGFLAM ELOVL7 ENSG00000230725 ENSG00000236829 EQTN EYS FCGR1BP FER1L6-AS1 FOXF2 FRMD1 GEM GLRA1 GP1BB GPM6B GPR22 GRAMD1C GRB7 H1-10-AS1 HRK HSD17B2 HSD3B1 HTR5A IDO2 IHH IL22 IL2RB IL4 IMPG1 INHBC INSL5 INSYN2A INTU KCNK12 KICS2 KIF19 KLF3-AS1 KLHL14 KLK5 KLLN KRBOX1 KRT32 KRT77 KRT80 KRT83 KRTAP10-12 KRTAP4-1 LCAL1 LINC00310 LINC00622 LINC00641 LINC01116 LINC02139 LINC03018 LRRC2-AS1 MBD3L1 MCTP2 MEGF6 MIR124-2HG MORC1 MORN4 MT1M MTPN MYL11 NDRG4 NHLH2 NKX6-1 NPY1R NR1I2 NR6A1 NRXN3 ODAM OPRL1 OR6B1 OR7E14P OSER1-DT OTOF PAK5 PALM PARD6G PCDH9 PCDHGB8P PDZD7 PDZRN3 PHYHD1 PICART1 PIM3 PLB1 PLCD4 POGLUT2 PPDPFL PPFIA4 PRAP1 PRKCZ PTPRB RAB40AL RAC3 RBP2 RBPMS RDH16 REN RERG RIBC2 RIPPLY1 RRN3 RSPH10B2 SCAMP5 SCGB1A1 SCGB2A1 SELP SLC13A2 SLC23A1 SLC6A1 SOSTDC1 SOX1 SPAG4 SPAG9 SPINK7 SPTA1 STK32B TAS1R1 TEX22 TMC2 TNP1 TXK VMO1 WASF1 WDR97 WT1 ZC3H12C ZNF365 ZNF507 ZNF653 ZNF800 ZRSR2P1 GSE41867_DAY6_VS_DAY8_LCMV_ARMSTRONG_EFFECTOR_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41867_DAY6_VS_DAY8_LCMV_ARMSTRONG_EFFECTOR_CD8_TCELL_DN AAAS ACOT7 ACTR10 AEN AHCY AIMP2 ALDH18A1 ALDH9A1 ALG11 BCL2A1 BHLHE40 BLOC1S4 BTBD19 BZW2 C19orf53 C1orf50 CAND1 CCT5 CDK4 CENPU CEP63 CHAMP1 CLDN7 COA7 COPB2 COPS6 COPS7A CRELD1 CTH DCP1A DDX10 DDX39A DDX39B DDX49 DNAJB11 DNAJC2 DNPH1 DPH5 DPH6 DUS1L DYNLRB1 EEF1G EEFSEC EIF5 EIF6 ELOC ELOVL6 EXOSC5 FAAP24 FAM118B FASN FASTKD2 FTO FUBP3 GET3 GPS1 GRPEL1 GSTZ1 GTF2F2 GYPC HAGH HARS1 HNRNPLL HNRNPM HSPA5 HSPA8 IBA57 IFRD1 IPO5 JMJD4 LARS2 LIPT2 LSM7 LYPLA2 LZIC MANF MCM2 MCM3 MDN1 MED29 MED30 METAP2 MFHAS1 MPHOSPH6 MRPL1 MRPL13 MRPL17 MRPL22 MRPL52 MRPS18B MRPS26 MRPS36 MSRA MSRB2 MTFR1 MTG2 MTM1 MTRR N6AMT1 NCOA5 NDUFA4 NDUFB9 NDUFS7 NEDD8 NLE1 NME1 NOB1 NOC2L NOC3L NSFL1C NUDC NUDT2 NUP188 NUTF2 ORMDL2 PAICS PAK1IP1 PCBD2 PEX12 PHF5A PIGY PNO1 POLR1G POLR2E POP1 POP7 PPIE PPRC1 PSMD13 RAD23A RBM34 RBMXL1 RCE1 REXO4 RPA2 RPAP1 RWDD1 SCOC SEH1L SF3B5 SLC25A38 SLC25A39 SLC35B1 SNHG32 SNHG7 SNRPD3 SOD1 SP7 SPAG7 SPATA5L1 SPRYD4 SRP19 SRP54 SRPK1 SRRM1 SUPT3H SWAP70 SYCE2 TADA2A TBC1D10A TEDC2 TFPT TIMELESS TIMM22 TIMM8B TMEM14C TMEM177 TMEM209 TMEM69 TNFAIP1 TNFSF11 TNFSF9 TOMM22 TPRKB TRAF6 TRIM44 TRMT112 TRMU TTC4 TXNDC9 UBAP2 UBE2I UBE3D UBOX5 UBXN8 USP10 USP31 USP5 UTP15 UTP3 VCPKMT VMA21 WDR73 WDR74 WDR83OS YWHAB YWHAG ZNF213 ZNG1B ZPR1 GSE41867_DAY6_VS_DAY8_LCMV_ARMSTRONG_EFFECTOR_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41867_DAY6_VS_DAY8_LCMV_ARMSTRONG_EFFECTOR_CD8_TCELL_UP ABCB4 ACYP1 ADH5 ADK ALCAM AMIGO2 ANKLE2 ANKRD55 ANTXR2 APOA2 AQP3 ARID3A ASB5 ATXN1 AVPI1 B3GNT9 BASP1 BEX3 BID BIRC6 BPGM BZW2 C12orf56 CALU CAT CCDC120 CCS CD48 CD93 CDKN3 CENPL CEP68 CHRNB1 CKAP4 CKS1B CLCN3 CMAS CNST COPS4 CPEB3 CRELD2 CRYBG3 CTDP1 CTH DENND2D DERL1 DERL3 DNAJB11 DNAJC3 DNPEP DYNLT3 ECHDC3 ELL2 EPRS1 ERLEC1 EYA1 FAM117A FAM199X FANCL FAS FKBP11 FNDC3B GALC GALK1 GALNT2 GAS2L3 GCAT GINM1 GMPPA GNE GPM6A GRSF1 GUSB GYG1 H2AX HACD1 HRH2 HROB IBA57 IL6ST IPMK IRGQ KCTD14 KHDRBS1 KIF2A KRT10 KTN1 LARS2 LCA5 LEF1 LPIN1 LRRC8C MAGEE1 MAMDC2 MAN1B1 MANEA MAP3K12 MAPRE2 MBD2 MCTP2 MFSD10 MRPL41 MRPS14 MSRB3 MTM1 MUC1 MUTYH MYBL1 MYDGF MYL4 MYO7B MZB1 NDFIP1 NDUFA1 NELFE NUBP1 PAFAH1B3 PARP1 PBX3 PDIA4 PIGY PIM2 PIMREG PLA1A PLPP2 PLXNB3 PMM1 POGZ PON3 PPARA PPP1CC PRDX4 PRELID1 PROX1 PSD3 PUM1 PYCR1 RAB33B RAP1A RAPGEF4 RFTN1 RGS10 RIOK1 RIPK3 RNASEH2A ROPN1L RPL28 RPL32 RSAD1 SAV1 SDC1 SEC63 SEL1L SFN SLC2A3 SLC2A6 SLC30A5 SLC35B1 SLC44A1 SLC66A2 SLPI SMAP1 SMPD1 SOWAHC SPAG9 SPATA24 SPATA5L1 SRP9 SSR2 SSR3 STT3A TACSTD2 TAF15 TAF5L TATDN1 TBC1D4 TCEAL9 TIMM17B TMEM203 TMEM30A TMEM39A TMEM97 TNFRSF17 TOR2A TRAF6 UBA5 UCHL3 UNG USP2 UTP14A VEGFA VKORC1L1 VSIR WFS1 YWHAQ ZNF180 ZNF277 ZNF330 ZNF521 ZYG11B GSE41867_DAY6_VS_DAY8_LCMV_CLONE13_EFFECTOR_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41867_DAY6_VS_DAY8_LCMV_CLONE13_EFFECTOR_CD8_TCELL_DN AACS ACADM ADD3 AGO2 AKAP9 AMIGO2 ARFIP2 ARID5B ARMCX4 AVL9 BZW2 C1GALT1C1 C5orf24 CBL CDC37L1 CDC73 CDK2 CECR2 CNOT2 CPEB2 CRISP3 CRYBG2 CSNK1E CTNNAL1 CYFIP2 DCAF17 DCUN1D1 DCUN1D4 DDX18 DIS3L DNLZ DONSON DYRK1A EBF1 EFL1 EIF3G EML4 EYA1 FAM120AOS FAM78A FAR1 FBXW7 FCER2 FCRL1 FEM1A FITM2 FLCN FMNL3 GABPA GALK2 GALNT4 GAN GATC GNE GPAT3 HACD1 HIBCH HLX HUWE1 ICAM2 IKZF5 INTS4 INTS6 ISYNA1 KBTBD7 KCTD14 KDM5A KLF3 KMT2C LARS2 LATS1 LCMT2 LETMD1 LIPG LMO4 LURAP1 LYSMD3 MALAT1 MAP3K10 MAP3K7 MAPRE2 MBNL1 MBTPS1 MCMBP MDN1 MFSD14A MFSD14B MGA MGLL MIGA1 MLH3 MRPL19 MTAP MTFR1 MTM1 MYNN NAA16 NDUFA1 NETO2 NGEF NME2 NOA1 NPM3 NSA2 NUDCD1 NXT2 ORMDL1 OTUD6B OXR1 PAIP1 PCED1A PCGF6 PCMTD2 PCYOX1L PDAP1 PDE12 PDIA6 PEX10 PITHD1 PNPO PPP2R5A PPP4R1 PRDM15 PRDX6 PRMT5 PURB RAD17 REXO2 RIC8A RNF13 RNF145 RNF146 RNF187 RNF19A RNF2 RP2 RPSA RPUSD4 RUFY1 SCAPER SEC24A SGSM3 SH3BP5 SHMT2 SIAH2 SLC16A6 SLC22A5 SLC30A4 SLC35B1 SLC35F2 SLC38A2 SLC39A10 SLC39A6 SLC44A1 SLC4A1AP SLFN13 SMIM13 SMPD3 SNAP23 SNX16 SPATA5L1 STT3A SYNCRIP TBP THAP4 TMEM126B TMEM177 TMEM259 TMEM31 TNFRSF13C TNFRSF8 TRMT10C TTC13 TUBB2B TXLNA TXNDC5 UAP1 UBE2J1 UBE3D UBL3 UCHL1 UGCG USP4 UTP11 VCPKMT VKORC1L1 WARS2 WDR20 WDR55 WWP2 YES1 ZBTB1 ZBTB24 ZDHHC20 ZHX1 ZNF317 ZNF383 ZNF397 ZNF566 ZNF821 GSE41867_DAY6_VS_DAY8_LCMV_CLONE13_EFFECTOR_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41867_DAY6_VS_DAY8_LCMV_CLONE13_EFFECTOR_CD8_TCELL_UP ACOT8 ADAM8 ADGRL2 ADIPOQ ADPRM ANXA1 AP3M2 ARHGAP33 ARMC5 ATOX1 ATP6V0E1 BEND6 BHLHE40 BMP8A C14orf119 C9orf152 C9orf64 CA2 CASP7 CASP9 CASS4 CBLB CCL4 CCND3 CD3G CDYL2 CENPM CFAP410 CGAS CHCHD5 CHRNA7 CIAO2B CLSTN1 CMTM8 CNTROB COA5 COX8A CRYL1 CSTPP1 CXCL11 CXCR3 DACT2 DCTN3 DHX57 DNAJB6 DNAL1 DOK4 DXO ENG ENPP4 ENTPD1 EPHA8 EPHB1 EPSTI1 ETFB ETFRF1 FBXL17 FBXL8 FBXO33 FCER1G FECH FER FLOT2 FMNL1 GALNT13 GLT8D1 GOLM1 GSTM4 GTPBP2 HADH HDAC1 HLA-B HMGA2 HPF1 HSPG2 ICOS IFFO1 IFITM3 IFT22 IFT25 IFT80 IGBP1 IGHMBP2 IGSF8 IL10RA IL7R INHBA IP6K1 ISG20 ITGB1BP2 ITM2B KCNH3 KIF13B KRT35 KRT73 LAMTOR4 LGALS9B LINGO3 LMCD1 LMNA LPCAT2 LRRC74A LYST MAF MAPKBP1 MARVELD1 MCTP2 MFSD6L MRPL40 MRPL44 MRPS18C MS4A6A MTARC2 MUSTN1 MYO1F MZT2B NACC2 NBDY NCEH1 NDRG4 NFIA NID1 NIT1 NLRC5 OAS2 OAS3 PAFAH1B3 PAGR1 PAK1 PDE3B PDE8A PI4K2A PLA2G4A PLAC8 PML PPM1K PRDX2 PSMB9 PTMS PTPN14 RAB29 RASA4 RBP3 RGS12 RHBDF1 RHOC RMDN1 RNASEL RNF213 ROGDI RSPO2 SCLY SCN5A SCO1 SELENOH SEMA4C SERPINB6 SERTAD3 SH3BGRL SHOX2 SIM2 SIRT6 SLC11A1 SLC25A22 SLC2A8 SLC9A1 SLFN12L SLIT3 SNAP47 SOX5 SPATA13 STAT2 STK40 STX11 STX2 TALDO1 TBC1D32 TBX21 TEAD1 TIMELESS TMEM219 TMEM256 TMPRSS11D TNIP1 TOX2 TPSB2 TRAFD1 TRAPPC1 TRIM68 TSPAN31 UHRF1 VDAC3 VWA2 WASF2 WDR13 WDR62 YPEL4 ZBP1 ZFHX3 ZNF449 GSE41867_DAY8_EFFECTOR_VS_DAY30_EXHAUSTED_CD8_TCELL_LCMV_CLONE13_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41867_DAY8_EFFECTOR_VS_DAY30_EXHAUSTED_CD8_TCELL_LCMV_CLONE13_DN ABHD2 ACACA ADD3 AFP AHR AIG1 ALDH16A1 ANAPC13 ANKRA2 ANKRD10 ANKRD44 AP1S3 AP4S1 ARID5B ARMCX4 ASNSD1 BIN1 BLOC1S6 C2CD3 C2orf76 CABLES1 CAPZB CCM2 CD180 CDK19 CEP63 CHST7 CHSY1 CISD2 CNOT2 CNST COMMD6 CORO1A COTL1 CPSF3 CSF1 CSF2RA CSTF2T CTDP1 CTSA DDX4 DENND2D DFFB DNASE1L3 DSC2 DZIP3 EED EFL1 EIF3K ENPP6 ERP44 EYA1 FAM167A FANCL FBXW2 FCRL1 FGF13 FHIT GABPB2 GADD45A GAMT GLIPR1 GLYCTK GNA12 GPSM3 GRIPAP1 GRM1 HACE1 HDAC11 HERC2 HIVEP3 HPGDS HRH2 HSCB HSPBAP1 IFI27 IFI30 IFT122 IL1R2 INIP INPP5D INTS9 JAK2 KCTD1 KCTD14 KHDRBS1 LAMP1 LCLAT1 LPCAT1 LRRC2 LRRK1 LRWD1 LTBP3 MACO1 MAP3K20 MAP4K1 MAPRE2 MBD4 MCM9 MFSD14B MGA MICAL1 MIDEAS MKNK2 MLLT10 MRPL41 MYBL1 MYH9 MYL11 NAT1 NCF2 NCOA3 NOP53 NTPCR NUBP1 NUDT19 OSGEP PACRGL PARM1 PARP1 PCMTD1 PDCD1LG2 PDGFA PIERCE2 PIK3IP1 PLCD3 POLR3C PPDPF PPIL2 PPTC7 PQBP1 PREX1 PTGS1 PTP4A3 PUM1 PURB RAD17 RAPGEF4 RBMS1 RETREG1 RFESD RFLNA RFX7 RMI2 RNF145 RPL26 RPL36 RTCB S1PR3 SDHAF2 SEMA4D SESN1 SFT2D1 SH2D3C SH3BP5 SLC30A4 SLC35F5 SNX10 SNX30 SPAG9 SPATA5L1 SRF STAMBPL1 STARD4 STK17B STMP1 SUMF1 SWAP70 SYS1 TAF10 TAF15 TAGAP TAMALIN TANC2 TANK TBC1D4 TBCE TCF12 TESK1 TFEB TMEM108 TMEM17 TMEM53 TRAF3IP3 TTC33 TUBG2 UBLCP1 UCKL1 UNC13D USP14 USP2 VAMP4 VASP VPS37B WDR44 XRCC1 ZBED4 ZBTB25 ZDHHC13 ZNF521 GSE41867_DAY8_EFFECTOR_VS_DAY30_EXHAUSTED_CD8_TCELL_LCMV_CLONE13_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41867_DAY8_EFFECTOR_VS_DAY30_EXHAUSTED_CD8_TCELL_LCMV_CLONE13_UP AATF ABCF1 ABHD11 ACTN1 ACY1 ADD1 ADGRL2 ADK AHNAK AKAP1 ALDH7A1 ALYREF AMZ2 ARID3A ATP5MG ATP6AP2 B3GAT3 BATF3 BCKDK BET1 BIRC5 BLOC1S5 BTAF1 CAD CALU CAPN7 CCNC CD5L CDK16 CEP290 CEP83 CGRRF1 CKAP2 CNEP1R1 CNIH4 COPA COPS3 COX7A1 CRIM1 CTNNA1 CTSB CUTA CYB5R3 DDX24 DHRS13 DMD DOP1B DUSP12 EBP ECI2 EDEM1 EEF1E1 EIF1AD EIF2AK3 EIF2B3 EIF4G1 EIF5A EML5 ENC1 ENTPD1 ERGIC1 EVC2 EXOSC10 EZH2 FAM241A FER G3BP2 GPHN GPN3 GUSB HACD2 HADHB HES1 HMOX2 HSF2 HSPA5 IGHM IQGAP3 ITGB1 ITPKA JMJD8 KANK2 LRRC8A LYAR LYSMD3 MAF MED12 MED17 MED8 MED9 MEGF8 MESD MGAT1 MGST1 MIA3 MICOS10 MORF4L2 MPHOSPH6 MRPL42 MRPS22 MRPS6 MSI2 MT1E MTOR MYD88 NDUFA4 NDUFB6 NEMP1 NFKBIB NIBAN3 NINJ1 NINJ2 NT5DC3 NTN5 NUDCD3 NUP85 NUTF2 ORC1 OXSR1 PACS2 PAQR3 PCBP1 PCGF3 PDCD1 PGGHG PHRF1 PIGF PIN1 PKNOX1 PLEKHA1 PLEKHH3 PLK4 PLXNC1 POC5 PPIA PPP1R2P1 PPT1 PRAF2 PRDX5 PRR11 PSMB4 PTPRJ PTTG1 RAB11A RAB1A RBX1 REEP4 RFFL RFNG RPN2 RRM1 SAPCD2 SEC11A SEC11C SEC63 SELENOK SHCBP1 SLC19A2 SLC25A6 SLC35A2 SLC35E2B SLC7A6 SLC7A6OS SND1 SPC24 SPTY2D1 SRM SRSF7 SRSF9 STOML2 SUN1 SUV39H1 SVIL TACC2 TBC1D10B TESC TIMM8B TM9SF1 TMEM150A TMEM165 TMEM263 TNFRSF18 TRAPPC2B TRIM25 TRPS1 TSPAN5 TTLL12 TUBA1B TUBB6 TVP23B TYMS UBAC2 UBXN2B UNC119B UQCR11 USP47 WDR13 WDR3 WEE1 GSE41867_DAY8_EFFECTOR_VS_DAY30_MEMORY_CD8_TCELL_LCMV_ARMSTRONG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41867_DAY8_EFFECTOR_VS_DAY30_MEMORY_CD8_TCELL_LCMV_ARMSTRONG_DN AATK ABRAXAS1 ACTG1 ADPRS AKAP7 AMDHD2 ANKFY1 ARHGAP25 ARHGAP26 ARPP19 ASCC2 ATP10A BCL7A C12orf43 C15orf40 C19orf12 C3orf14 C7orf50 C8orf76 CAMTA2 CCR5 CD19 CDCA7L CDK9 CELF2 CEP63 CFP CLASRP CLTA CLUH COTL1 COX7B2 CYB561A3 CYP8B1 CYRIB DAPP1 DAXX DCP2 DDX51 DEGS1 DENR DGKZ DHX58 DIMT1 DLGAP4 DPP9 DUSP2 DYNC1H1 EMID1 ETNK1 EXOSC5 FAAP24 FAM111A FAM172A FAS FCER1A FHIP1A GATAD1 GLMN GMIP GPANK1 GPN1 GRIPAP1 GTF3A HERC2 HIP1R HSH2D HSPA8 HSPE1 HYPK IFNGR2 IKBKE IL10RA IL21R ILF3 INPP5D ISOC1 ISY1 ITPR1 KEAP1 KLF3 KLHL14 LACC1 LARP7 LCMT1 LDAH LDB1 LNPEP LPCAT2 LRRK1 LYN MDN1 MEMO1 MFAP3 MGAT5 MOV10 MRPL11 MRPL21 MRPS26 MSRA MTPAP MYH9 MYO9B N6AMT1 NAE1 NAGPA NCOR2 NFKB2 NFKBIE NIT2 NOP10 NOP16 NOTCH2 NRM NTPCR NUDT1 NUFIP1 NUP214 OCIAD1 OLFM3 OSGEP OSGIN2 PACRGL PAGR1 PANX1 PARD6G PARP14 PCNT PDE7B PDSS1 PEX7 PIP5K1C PITHD1 PLEKHF2 PMS1 POFUT1 POLR3C PREX1 PRPF3 PSMG3 PTCD2 PYROXD1 RARS2 RBM34 RCAN1 RECQL5 REST RHBDF2 RNF213 ROGDI RRAGC RSF1 RSL1D1 SART1 SERPINB9 SLC19A1 SLC2A4RG SLC6A13 SLFN13 SMYD5 SNX10 SPG7 SPIB SPP1 SRSF6 ST6GALNAC4 STAMBPL1 STK17B SWAP70 TADA3 TATDN3 TCOF1 TCTN3 TFEB TGFB3 TIMM10 TLR6 TMEM131L TMEM185A TMEM209 TNP2 TOR3A TRIM21 TSR2 TTI1 USP19 USP31 VASP VCPKMT VPS33A VPS37B WARS2 WASHC1 ZBED5 ZDHHC13 ZEB2 ZFAND2A ZFP36L2 ZNF236 ZSWIM8 GSE41867_DAY8_EFFECTOR_VS_DAY30_MEMORY_CD8_TCELL_LCMV_ARMSTRONG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41867_DAY8_EFFECTOR_VS_DAY30_MEMORY_CD8_TCELL_LCMV_ARMSTRONG_UP ACP1 ACTR3B ACY1 ADH5 AFP AGFG1 AIFM1 ALAS1 ALG5 ALG6 ANAPC11 ANAPC15 ANAPC5 AP1AR APOBEC3B ARFIP2 ARL6 ARV1 ASB5 ASH2L ATP5MF BAG2 BBS10 BCAP29 BCCIP BCL2L13 BET1 BMS1 BUD23 CBX3 CCDC34 CCN6 CCNC CDC123 CEP55 CLPX CLTB CMSS1 CMTR2 COX17 COX6B1 CRHBP CSNK2A2 CSTF1 DARS1 DARS2 DBT DDB1 DDX27 DPP3 DRG1 DTX3L DZIP3 EDC3 EED EIF2D ENKD1 ERI3 ERO1A ESF1 FABP5 FAF1 FAM177A1 FASTKD2 GALE GLI2 GLMN GOLT1B GTF2F2 GUCY2C GUK1 GYPC HASPIN HAUS4 HDAC2 HINT1 HMGCR HOOK2 HSD17B7 HSPA13 IFIT1 IFT74 INTS4 KATNB1 KHSRP KPNA6 LETM1 LMNB1 LRP8 LSM7 MAP2K2 MBD3 MED18 MED27 MESD METTL4 MFN2 MKKS MRPL32 MRPL55 MRPS24 MRPS25 MSH2 MTMR14 MTO1 MTRR NCBP1 NDUFA2 NDUFA7 NDUFB3 NDUFS1 NPAT NPNT NSMCE1 NUCKS1 NUDC ORC4 OST4 OTUD6B OVCA2 PARP9 PCCA PCCB PCTP PEX16 PEX2 PFDN2 PFN2 PGAM5 PKIB POFUT1 POGK POLD3 PPHLN1 PPIA PREP PSMC3 PSMD13 PSMD3 RAD17 RAP1A RBBP9 RCC1L REEP4 RFC1 RGS12 RIOX2 RIPK1 RNF121 RNF165 RPUSD3 RSL1D1 RSL24D1 RTP4 SAR1B SDR39U1 SEPHS2 SHCBP1 SIKE1 SLC29A2 SLC35F2 SMIM3 SNRNP40 SPART SPCS1 SRP19 SRP54 STARD4 SUCLA2 TAF12 TBRG4 TEX261 THOC5 TMEM19 TMEM201 TPD52L2 TRIM14 TSN TSR3 TSSC4 TTC4 TXNL4A UBE2I UBE2M UBXN2B UQCRC2 URB2 UTP25 WDR3 WDR36 WDR43 WDR74 XRCC5 YTHDF2 YWHAQ ZBP1 ZC3HAV1 ZNF322 ZNF708 ZPR1 GSE41867_DAY8_VS_DAY15_LCMV_ARMSTRONG_EFFECTOR_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41867_DAY8_VS_DAY15_LCMV_ARMSTRONG_EFFECTOR_CD8_TCELL_DN ABCA3 ABCC2 ACACA ACTR3C AHCTF1 AKR1B10 ALAD ANKFN1 ANKRD17 ANKRD26 ANKRD28 ANKRD30BP2 ANKS6 AP1AR APLN APOBEC2 AQP10 ASPA B4GALNT1 C11orf52 C15orf32 C19orf81 C1QTNF1-AS1 CADM2 CASC16 CCDC144BP CCNP CD7 CDH18 CDK15 CDKN3 CFAP73 CGN CHIA CHRNA4 CHTF18 CLDN8 CNTFR-AS1 CORO2B CREB3L1 CRYBB3 CST1 CUBN CYP17A1 DCAF12 DIDO1 DIO1 DIRC3 DNA2 DUSP16 DYDC1 EFCAB3 EGFLAM ENSG00000124835 ENSG00000176984 ENSG00000224090 ENSG00000236829 ENSG00000284837 ENTPD3 ERCC6L2-AS1 ESRRB FAM47B FBXO41 FGF5 FLJ30679 FMN2 FOXF1 FOXF2 FXYD1 GARIN1A GARIN5A GJA4 GLDC GMNC GNRH1 GRIA1 GRIK1 H2AC11 H3C1 HPSE IBSP ICAM5 IDO2 IL23R IMPG1 INKA2-AS1 INSYN2A IQCD KCNA1 KCNQ1DN KHDC3L KIF17 KIF20A KLF17 KLHL34 KLRG2 KRTAP2-4 KRTAP4-1 L1CAM LINC00221 LINC00310 LINC00592 LINC01015 LINC01020 LINC01056 LINC01116 LINC01278 LINC01555 LINC02223 MARCHF8 MBD3L1 MBD3L2 MC3R MID1 MIR205HG MST1L MTPN NEBL NKX2-5 NOP14-AS1 NPPA NRARP OLFM3 OR2W3 ORM1 PAK3 PAK5 PATE1 PCCA PCDH9 PCOLCE PDK3 PHC1 POGLUT2 POU4F1 PPFIA4 PPP1R36 PRAP1 PRKCE PRKCZ PRRX1 PTGDR RCVRN RIBC2 RNF217 ROR1 RRP9 RXFP2 SBK1 SCGB2A1 SERPINA3 SLC25A2 SLC25A22 SLC6A1 SLITRK1 SMC5 SNORD123 SPACA3 STRC SYT7 TAC4 TAF1L TBX3 TDRG1 TLK2 TMEM169 TMEM51-AS1 TMPRSS11B TNFRSF19 TNKS TRIM52 TTR TXK VAT1L VPS13A-AS1 VPS37D VSTM4 WDR97 WFDC1 ZFP1 ZIC5 ZNF385D ZNF418 ZRANB1 GSE41867_DAY8_VS_DAY15_LCMV_ARMSTRONG_EFFECTOR_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41867_DAY8_VS_DAY15_LCMV_ARMSTRONG_EFFECTOR_CD8_TCELL_UP ABCA17P ACKR2 ADAM18 ADGRB3 ADGRG4 ADPRHL1 ALB ALG10 ALMS1 AMER2 AMH ANKRD20A11P ANKRD24 ANO8 APBB1 ARHGEF34P ARMH1 ASMT AVP BCAS3 BLM C20orf173 C8orf44 CA1 CADM4 CBX2 CCDC116 CD247 CEACAM19 CEP152 CEP295 CHADL CHAF1B CHRD CLCA1 COL26A1 CPB1 CSAD CT45A5 CXCL17 DACH2 DEUP1 DKK2 DLK2 DNAAF1 DNM1P46 DZANK1 EFNA1 EHBP1 ERC2-IT1 ERLEC1P1 F2R FAM228B FBF1 FBXL19-AS1 FGL1 FMR1NB FZD10-AS1 GAP43 GDF11 GLT1D1 GOLGA6L2 GPR37 GRIN2B GYPA H1-7 HAND1 IL23A INO80B IQCF5 IRAG2 ITFG2 ITM2C KCNA2 KCNH1 KIF26A KLF14 KLHL4 KLK5 KRT2 KRT76 KRT86 KRTAP4-6 KRTAP9-8 LAMB4 LCN12 LGI2 LILRA4 LINC00173 LINC00658 LINC01193 LINC01973 LINC02210 LINC02510 LINC02532 LINC02685 LINC02825 LRIT1 LRRC3 LRRC61 LYPD6B LZTS1 MAPK11 MAPT MESP1 MIF-AS1 MIOX MIR137HG MIR4290HG MIR646HG MLPH MRNIP MUC17 MYBPH MYL4 MYRF-AS1 NCR1 NHLH1 NLE1 NLRP12 NODAL NRXN3 NSUN6 OGDHL OR10J1 OR1C1 OR2F2 PACS2 PARD3 PARD6B PARD6G PARP3 PCDHB7 PDGFRB PHF21B PHGDH PLK5 PLXDC1 PNLIPRP1 PODN PROCR PRR15 PTH1R PTPRF RHD RNF180 RNF207 RNFT2 RTN4RL1 RUSC1-AS1 SCAMP1-AS1 SCAMP5 SCEL SCUBE2 SELE SFRP4 SH3GL1P2 SHISA9 SLC27A6 SLC30A2 SLC4A11 SMAGP SMYD3 SNAP25 SOGA3 SORCS1 SPINDOC SSPN SYT9 TAF7L TBX1 TEX38 TGFBRAP1 THEMIS THY1 TIGD4 TMC5 TMEM132B TOB1-AS1 TP53TG5 TPTE2P6 TTC21B VEPH1 VWCE WDR11-DT WWTR1-AS1 ZFP14 ZNF141 ZNF607 ZNF70 ZSCAN20 GSE41867_DAY8_VS_DAY15_LCMV_CLONE13_EFFECTOR_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41867_DAY8_VS_DAY15_LCMV_CLONE13_EFFECTOR_CD8_TCELL_DN ABCB6 ACSL5 ACTA1 ACTR3B ALAS1 ALG5 ANXA7 ATF5 ATP11A BBS10 BLMH BTF3 C1orf131 C8orf76 CBX3 CCDC127 CCDC162P CCDC90B CD320 CDC123 CDC25C CDC45 CENPM CKAP2 CKAP2L CLEC4E CMAS COPS2 COQ3 COX6A2 CYP51A1 DAP3 DBR1 DCTN2 DCXR DDX1 DERA DFFB DHRS7B DRG1 DTYMK DUSP19 EBI3 EFCAB14 EIF1AX EIF3D EIF3K EME1 ENKD1 EPRS1 ERI2 EVA1B EXOG FAF1 FARP2 FKBP2 G2E3 GALE GCA GLMN GLOD4 GNPAT GOLGA7 GPHN GPI GSN GSTT1 GZMH HDAC3 HMGA2 HOOK2 HSD17B7 HTR7 IAH1 IFIT1 IFT25 IGBP1 INHBA IPO11 IRF9 KCTD1 KLHDC1 KNL1 LCMT1 LDHA LIN37 LPP-AS2 MALSU1 MAP2K2 MAP3K20 MAP4 MAPRE2 MARS1 MCEE MCM8 MED8 MED9 MID1IP1 MIS18BP1 MKKS MRPL10 MRPL11 MRPL15 MRPL57 MRPL9 MVD MVK NAA25 NANS NCBP2AS2 NCBP3 NCEH1 NDUFA2 NDUFA5 NDUFA7 NDUFB3 NDUFS6 NDUFS8 NIT2 NMT1 NPAT NSDHL NSMCE1 NUCKS1 NUP133 NUP93 NXN OCIAD2 OTULIN OVCA2 PIGF PIN4 PLK4 POLD2 POLE3 POLR1D POLR3K PPP1R14B PRELID3B PRPF31 PSMC1 PSMC6 PSMD9 PUS10 QPCT RAB19 RBM12 REXO2 RGS12 RIOX1 RNF168 RNF5 RPN2 RPP14 RPS19BP1 SANBR SARNP SCLY SEH1L SGCB SHCBP1 SIKE1 SNAPC2 SNRPD1 SNX29 SOCS2 STARD4 STOML2 STX12 SV2A TAMM41 TDP1 TEKT3 THOC3 TIMM23 TIMM50 TIPRL TLCD1 TMEM263 TNNT1 TOMM40 TRAPPC6A TRIM37 TYW3 UCHL3 ULBP1 UPP1 VIPAS39 VNN1 VPS29 WARS1 WDR26 WDR7 WDR76 WIPF1 YARS1 ZCCHC17 ZFYVE19 ZNF708 ZNHIT2 GSE41867_DAY8_VS_DAY15_LCMV_CLONE13_EFFECTOR_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41867_DAY8_VS_DAY15_LCMV_CLONE13_EFFECTOR_CD8_TCELL_UP ABCA1 ABT1 ACOT2 ACTRT3 ADCY7 ADPGK ADRB2 AFF4 ANKRD44 APOLD1 ARMCX5 ART3 ATG101 ATG16L1 ATP2B1 AZI2 BAZ2B BCL10 BCL7B BLOC1S4 BSDC1 C15orf39 C15orf61 CD93 CDC37L1 CDK10 CDK11B CDKN1B CDKN2AIP CDT1 CELF2 CEP120 CEP57 CEP70 CEPT1 CERT1 CHSY1 CLINT1 CLK4 COQ10A CPM CRAMP1 CREBBP CRIP1 CSGALNACT2 CTLA4 CUX1 CXXC5 CYP4F3 DAZAP2 DFFA DPH5 DUSP5 DVL1 EARS2 EEIG2 EIF1 EPC1 ETS1 FAM168B FGD6 FKBP7 FLT3 FOXP1 FYN GALNT11 GEM GINM1 GLA GNL3L GPBP1 GRAP2 HERPUD2 HMCES HNRNPDL HSD17B8 IKZF5 IL10 IL23A IL6R IL6ST IL7R ILDR1 ING3 ITPKC ITPRIP KALRN KCTD3 KDM4C KDM7A KLF7 KLHL15 KLHL17 KLHL24 KRIT1 LEMD2 LEMD3 LRIG2 LY6D MAFG MAP1LC3A MAPK7 MBTD1 MDN1 MED15 MIDEAS MKNK1 MOB4 MOSPD3 MTMR12 MTMR3 MYO7B MYSM1 NECAP1 NFAT5 NIBAN3 NKTR NRROS NSF NXF1 PCM1 PCNX1 PECAM1 PHC1 PHF21A PHLDA1 PIGS PNISR PPP2R1A PRAMEF8 PRDM2 PRKCZ PTP4A2 PTPRJ PUM1 RAD18 RASGRP1 RC3H1 RDH10 REL RELCH RGL2 RGS3 RIN3 RNF125 RPL22L1 SAFB2 SARAF SDHAF1 SERINC3 SF1 SGK3 SGMS1 SH3PXD2A SIAH2 SIDT2 SIPA1L3 SKI SKIL SLC20A2 SLC25A36 SLC26A11 SLC9A8 SMG1 SMG6 SMPDL3A SNRK SNX33 SP1 SPECC1L SRSF6 STEAP3 SYF2 TACC1 TAGLN THBS3 TMEM163 TMEM167B TNKS TOB2 TRA2A TRAF4 TRIM11 TSR2 TUT7 UBAC2 ULK2 USP16 USP22 USP6NL VAMP2 WASL WSB1 XPO4 ZBTB2 ZDHHC17 ZNF148 ZNF326 ZNF653 ZNF692 GSE41867_LCMV_ARMSTRONG_VS_CLONE13_DAY15_EFFECTOR_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41867_LCMV_ARMSTRONG_VS_CLONE13_DAY15_EFFECTOR_CD8_TCELL_DN ABCA17P ACAP2 ACOXL ACTL10 ADAMTS3 ANGPTL3 ANKRD34C ARSK ATP6AP1L AVP BTNL9 C5orf47 CAMK4 CASC15 CBLN4 CBX8 CCDC144A CCNG2 CCSER1 CCT6B CD177 CDH19 CEP152 CGN CIB2 CIRBP-AS1 CLDN7 CMTM5 COL26A1 CPVL-AS2 CRMA CSGALNACT2 CSMD1 CSNK1G2-AS1 CXCL2 CYB5RL CYP2A6 DBP DENND4A DEUP1 DNAI2 DOT1L DRD5 EEPD1 EIF2AK3 ENSG00000271776 ENSG00000289047 EOGT EPHA6 ERCC6L2-AS1 EVA1C FAAP100 FAM182A FAM227B FITM1 FOXO3 GALNT17 GID4 GLYCTK GOLGA8IP GSTM3 GUCA1B GULP1 H1-3 HAUS3 HDAC7 HECW1 HPSE HSPBAP1 HTR1A IL37 INGX INHBB IQCD ISG20 ITFG2 ITM2C JMJD8 KBTBD3 KCND2 KCNMB2 KDM6A KIAA1549 KIF26A KLHDC2 KLHL24 KRTAP9-8 LAMA5 LHFPL3-AS1 LHX4 LHX9 LINC00112 LINC00582 LINC00639 LINC01530 LLGL2 LRG1 LYPD1 MAPT MIB2 MIDEAS MIER3 MMP15 MMP8 MPZL2 MRAP MSS51 MTHFR MUCL3 MYH7B NACAD NALF1 NAPSA NCF1C NELL1 NPHP3 NPY4R NYX OR1C1 OR1I1 PALMD PAQR6 PCLAF PIP PLAAT1 PLEKHA1 PLEKHM3 PLLP PLXDC1 PLXNA3 PMP22 PNCK POM121L8P POU5F2 PPFIA1 PSG5 PTGR3 PTPN5 PYGO1 RASD2 RICTOR RNF175 RNF31 SCARA3 SCD5 SCEL SCIN SCLY SCML1 SCOC-AS1 SCTR SERPINB5 SERTAD4-AS1 SIGLEC6 SLC22A23 SLC25A25-AS1 SLC30A2 SLC45A3 SMO SOGA3 SORCS1 SOX3 SPDEF SSPN ST6GALNAC5 TAF1C TAF7L TAGLN3 TECPR2 TEX19 TJP3 TLR9 TMC5 TMEM74 TNNT2 TP53TG5 TREML4 TSHZ1 TUBAL3 TYR UCKL1 VCPIP1 VSIR ZNF510 ZNF763 ZNF767P GSE41867_LCMV_ARMSTRONG_VS_CLONE13_DAY15_EFFECTOR_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41867_LCMV_ARMSTRONG_VS_CLONE13_DAY15_EFFECTOR_CD8_TCELL_UP AARS1 ABCC1 ACVR1B ADAM11 ADAR AFTPH AGRN ANKZF1 ANTKMT APEH APOE ARID1A ATP5F1E AVEN AZIN2 B2M BCORL1 BIRC2 BSG BUB3 C11orf68 C1QA C1QC C21orf91 C3orf14 CALCRL CALHM2 CARHSP1 CASKIN1 CCT2 CD34 CD47 CDYL2 CFAP107 CLDN2 COMMD10 CORO7 COX14 COX7A2 CRLF3 CS CYB5R1 CYFIP1 CYRIA DCUN1D3 DIP2B DNAJB14 DOCK5 DUSP9 EDC3 ENDOV FAM133B FAM220A FAM53B FBXL19 FBXO6 FLT1 FZD1 GFI1 GID8 GLRX GMFG GPI GPKOW GPR18 GPR75 H3-5 HDAC10 HDC HGSNAT HINFP HLA-DQA1 HOOK3 HRH1 IDNK IDO2 IER2 IKZF1 IL1B IL4I1 INAVA ING2 JRK KCTD7 KHNYN MAB21L3 MAN1A1 MAP3K5 MED21 MEGF9 MEOX1 MICOS10 MORF4L1 MRPL17 MRPL23 MRPL32 MRPS27 MYH1 NDUFB9 NFE2L1 NMNAT1 NUP62 OCIAD1 ORAI2 PALLD PARL PARP9 PDF PDHA1 PGM2L1 PHETA1 PHIP PLSCR1 POGLUT1 POLR1H PPARGC1A PPM1B PRKCD PSMB4 PSMB8 PSMD5 PTPN1 PTPN12 PTPN6 RCL1 REST RNF213 RNF31 ROBO2 RPL34 RPL7 RPUSD4 RSL24D1 SAMHD1 SAYSD1 SEC22B SELP SERTAD3 SETD1B SF3B5 SGCG SGMS1 SHOC2 SLC12A6 SLC16A10 SLC16A14 SLCO3A1 SNF8 SNN SPAG7 SPATA48 SPSB3 SRA1 ST3GAL5 STARD6 SWAP70 SYNJ1 TAP2 TBC1D19 TEC TEX14 TFEC TLR6 TMCO6 TMEM134 TMEM205 TMEM39A TNFAIP2 TNFSF4 TRAF3IP1 TRAM2 TRIM13 TSC22D1 TSHZ1 TTI1 TTI2 TXN UBA6 UBAC1 UBLCP1 UBQLN1 UQCR11 UQCRB USP42 USP47 VAMP8 VAT1L VDAC1 VPS28 WDR74 ZCCHC13 ZCCHC8 ZFAND2B ZFAND6 ZMYM1 ZNF212 ZNF217 ZNF579 ZNF708 ZNF799 GSE41867_LCMV_ARMSTRONG_VS_CLONE13_DAY6_EFFECTOR_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41867_LCMV_ARMSTRONG_VS_CLONE13_DAY6_EFFECTOR_CD8_TCELL_DN AAR2 AASDHPPT ABT1 ACTA1 ADAR AFP ALG3 AP1G2 ASCL2 ATP6V1C1 BCKDK C18orf21 C3orf38 CACNA1A CARM1 CCL17 CCT2 CCT3 CD40LG CDKAL1 CFLAR CIRBP CISH CNOT11 CNOT9 COA5 COMMD9 COX10 COX18 CPSF1 CPSF3 CSE1L CTR9 CYB5B DHDDS DHX37 DNAJC11 DNAJC27 DOT1L DYNLT2B ECHS1 EEF1AKMT2 EEFSEC EFL1 EIF2AK4 EIF3J ELP2 ENOX2 ENPEP ESAM ETF1 FAF1 FAM210A FEN1 FGF13 FIBP FKBP4 GABARAPL1 GADD45B GCLM GEMIN8 GINS1 GINS2 GTF3C6 GTPBP4 HMBS HSP90AB1 HSPD1 IDI1 IFI35 IFRD1 IFRD2 IMPDH2 IRF5 ISY1 ITFG2 ITPA KAT2A LAGE3 LARP1 LARS2 LCMT1 LIAS LLGL1 LRP8 LSM7 MAGOH MAT2A MED31 MFHAS1 MLLT1 MMAA MRPL15 MRPL32 MRPL40 MRPL52 MRPL58 MRPS11 MRPS2 MRPS22 MTG2 MTHFD1 MTLN MVP MYCBP2 NDUFAF5 NDUFAF7 NDUFS4 NEDD8 NFKBIA NOL12 NRP2 NSMCE4A NSUN5 NUP188 NUP205 NUP85 NXT1 OAS3 OBI1 OMA1 PCNA PDCD5 PES1 PEX16 PGAM5 PIGY PMPCA POLE4 POLR2C POLR2E POLR2H POMP PPAN PPAT PPIA PPIE PRDX3 PRPF3 PSMD11 PUS7L QTRT1 RAB1B RAD23A RANBP1 RBMX2 RCC1 RCE1 RELB RHBDF1 RHOT2 RPP14 RPUSD1 RSL24D1 SLC7A1 SNRPF SPI1 STIP1 STYX SUPV3L1 SWAP70 SYTL3 TADA2A TARBP2 TCOF1 TELO2 THUMPD1 TIGAR TMEM183A TMEM216 TOR3A TPRKB TRAF1 TRAF3 TRIM44 TRMT10C TTC1 TTYH3 TXNRD1 TXNRD3 UBE2F UBE3D UBTD2 UPF1 UQCC2 USP31 USP5 WDR12 WDR5 WDR70 WDR74 XRCC5 YARS2 YDJC YKT6 ZCCHC17 ZDHHC17 ZNF619 ZNF653 ZNF823 GSE41867_LCMV_ARMSTRONG_VS_CLONE13_DAY6_EFFECTOR_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41867_LCMV_ARMSTRONG_VS_CLONE13_DAY6_EFFECTOR_CD8_TCELL_UP ABCF1 ACAT1 ACTN1 ADGRL2 ADPRM AFTPH AGRN AHCYL2 AHNAK AIFM1 ARRB1 ATP5MG ATP5PF B3GNT2 BATF3 BOLA1 CABP4 CCDC181 CCN6 CD3D CD5L CDK1 CDK10 CDYL2 CENPV CLUH COX6A1 COX6B1 CRIP1 CTSV CYRIA DCTN3 DCTPP1 DDX24 DDX55 DHX29 DOP1B DUSP12 ECE1 EEF1AKMT1 EEF1E1 EIF2B1 EIF2B3 EIF4A3 EIF4G1 EIF5A EIF6 ENTPD1 ESYT1 ETFB EXOG EZH2 FADD FAM241A FAM53A FBLIM1 FBXO42 G6PD GCSH GFI1 GLE1 GNPNAT1 GPN3 GTF3C5 H2AJ H2AZ1 HADHB HASPIN HIVEP2 HMOX2 HRAS HSPE1 HTRA2 IFRD2 IL6R INPP5B IQGAP2 IRF7 ITGB1 KATNA1 KDM6B KIAA0232 KIT KPNA3 LHPP LYAR MAD2L1 MAF MAGOHB MAN2C1 MANF MED17 MED9 MFSD2A MLKL MPC2 MPHOSPH6 MRPL1 MRPL21 MRPL40 MRPL42 MRPS12 MRPS22 MRPS6 MT1E MTHFD1 NADK NAPSA NFKBIB NIBAN3 NLE1 NOC3L NOP10 NOP9 NUDCD3 NUP210 ORAI1 ORC1 ORMDL3 PCBP1 PDCD1 PDCD11 PDSS2 PELP1 PFDN2 PHRF1 PLAC8 PML POGLUT2 PPIA PREPL PROS1 PRPF18 PSMA4 PSMB2 PSMB4 PSMB6 PSMC2 PSMD8 PSMG3 PTPN12 PTPRJ PTTG1 PUS10 RABGGTB RABL6 RAN RBM19 RCC2 RIOX2 RPL7L1 RRAS2 RUNX3 RUVBL1 SDE2 SEC11A SEC13 SFI1 SHMT1 SKA1 SLAMF9 SLC19A1 SLC29A1 SLC9A5 SPC24 SPCS2 SPINT1 SSX2IP STOML2 SUB1 SUMO3 SUPT6H SUV39H1 TBC1D10B TBC1D16 TFRC TGFB3 TIMM10 TIMM8B TMED10 TMEM238 TMEM97 TRAFD1 TRAPPC2B TREX1 TRIM28 TUBA1B TXN TYMS UMPS UQCR10 USP47 VCL VDAC2 VGLL4 WDR83 WWP1 YBX1 YIF1B ZNF428 GSE41867_LCMV_ARMSTRONG_VS_CLONE13_DAY8_EFFECTOR_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41867_LCMV_ARMSTRONG_VS_CLONE13_DAY8_EFFECTOR_CD8_TCELL_DN ABCG2 ABHD13 ABHD14B ABHD17A ADAM19 AHR AHSP AKAP1 AKR7A2 AKT2 ANGPTL4 ANKRD13A ANKRD26 ARHGAP36 ARID2 ARL5B ARMCX6 ATP5MG ATP6AP2 ATP6V0E1 ATP8B2 AZIN1 BAG4 BASP1 BCL7A BHLHE40 BRAF C16orf95 C1QBP C1orf198 C5orf24 CAMK2N2 CCDC83 CD36 CDC42BPG CDK2AP2 CEP43 CEP97 CIAO2B CNOT6L CNOT7 CNOT9 COMT CREB3L2 CRELD1 CRY1 DCBLD2 DENND5A DESI1 DESI2 DGKH DHX33 DIP2A DKC1 DNMT3B DNPH1 DUSP14 DVL1 EAF2 ECE1 EDEM1 EEF2K EIF2B4 EIF3F ELL2 ELOVL6 EMC4 EML3 ENO4 EPS15 EPS8 ETS2 FAM241A FASTKD3 FBXL17 FBXW7 FOXO4 FZD2 GALK1 GBGT1 GCN1 GCOM1 GCSH GFUS GLI2 GOLM1 GPX4 HACD2 HES1 HM13 HNRNPC INAFM1 IRF2BP1 IRF4 ISCU ITPRID2 KDM1B KIAA0930 KLF9 KPNA1 KTI12 LAGE3 LHPP LINGO3 MCM7 MFSD6L MKNK2 MOB3A MPHOSPH9 MRPL20 MRPL4 MRPS17 MRPS26 MTA1 MTMR4 MZF1 MZT2B NAB1 NABP1 NCKIPSD NEU1 NFXL1 NIFK NOMO1 NR5A2 NUDT17 ORC6 ORMDL3 PDXP PFN2 PHLDA1 PHOSPHO1 PIGO PIM2 PLA2G6 PLPP2 PMP22 POLR2C POLR2I POLR3G POU2F1 PYCR3 RAB43 RAI1 RCHY1 RFNG RNF103 RPIA RPRD1B RRM2 RYR1 SCMH1 SEC11C SH2D1B SLAMF9 SLC12A4 SLC25A39 SLC25A6 SLC39A10 SLC9A5 SLPI SNRPB SNX3 SP1 SRF STAM2 STAT5B STMN1 SUCLG1 SYDE1 TEKT1 TIAM1 TMEM121 TMEM147 TMTC3 TNFAIP8L1 TPRA1 TPRN TSPAN2 TSPAN4 TSPAN6 TTC16 TTC7A TXLNA TXNDC17 UBR5 UNC119B UQCR10 UQCR11 VCL VPS26B XYLB YIF1B YTHDF1 ZFP36L2 ZMYM2 ZNF22 ZNF280B ZRANB2 ZW10 GSE41867_LCMV_ARMSTRONG_VS_CLONE13_DAY8_EFFECTOR_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41867_LCMV_ARMSTRONG_VS_CLONE13_DAY8_EFFECTOR_CD8_TCELL_UP ACAA1 ACYP1 AGO4 AHR ANXA2 AP3S1 ARFGAP3 ARFGEF2 ARHGEF39 ARID4A ARMCX3 ATG13 ATP5MG B3GNT2 BTG2 CCDC107 CCL4 CCN6 CD200 CD36 CD38 CDC42BPG CMTM7 CNPY2 CNST COPS3 CREB3 CRYBG3 CSAD CSNK1E CTSH DAP DBP DCAF6 DCTN2 DDB2 DGCR6 DNAJC3 DOCK11 DUSP6 ECI2 ELOVL6 ERLIN1 ERO1B ESYT2 ETV5 EVA1B FAM3A FAM3C FAM78A FBXW7 FGD3 FLCN FOXM1 FOXO3 GIT2 GLA GNAQ GNPTAB GPR155 GPX4 GSTT2 GYG1 HDAC7 HIVEP3 HNRNPH3 HPGDS IDH2 IFI27L2 IFITM2 INPP5K IPMK IQGAP2 IRAG2 ITFG1 ITM2A JPT1 KDM5A KIAA0040 KLHL6 L3MBTL3 LAX1 LEPROTL1 LMTK2 LPAR2 LRP10 LSR MACO1 MAF1 MBD4 MED12 METRNL MIA3 MMGT1 MNT MPC2 MRPL34 MSI2 MT1E MT2A N4BP2 NAPRT NDST2 NDUFB11 NDUFB5 NEMP1 NFRKB NSA2 NSD3 PAIP2 PANX1 PER1 PIP4K2C PLXNB2 PML PNRC1 POU2AF1 PPT1 PRDM1 PRDX2 PRDX4 PROS1 PRPF18 PSEN1 PSRC1 PTCH1 RABGAP1L RABGEF1 RASA4 RASD1 RASIP1 RASSF3 RBL2 RBM47 RBM5 RCHY1 RECQL5 REEP4 RHOQ RNF103 RPLP0 RRAGD SAPCD2 SDC1 SELENOM SEMA4B SFI1 SIDT2 SIL1 SLC12A6 SLC31A1 SLC37A4 SLC44A1 SLC66A2 SLC9A5 SMPD1 SNRK SNTB2 SPO11 SPP1 ST6GALNAC6 STAT4 SYS1 TACC2 TANC2 TAX1BP1 TCEAL9 TGFBR3 TLK1 TM4SF5 TMC6 TMCO1 TMED10 TMEM106B TMEM165 TMEM205 TMEM50A TNFRSF13B TOB1 TP53BP2 TRAPPC6A TRIB1 TSPAN13 TXNDC16 UBALD2 UBE2B UBE2H UGCG UROD USP38 VCL VPS13A XRCC1 YIPF4 ZFTRAF1 ZMYM5 ZNF280B ZNF394 ZNF710 ZSWIM8 GSE41867_MEMORY_VS_EXHAUSTED_CD8_TCELL_DAY30_LCMV_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41867_MEMORY_VS_EXHAUSTED_CD8_TCELL_DAY30_LCMV_DN ABCB11 ACADSB ACOX1 ACTR8 ADD1 AGFG2 ALDOC ANXA5 APLP2 ARFGAP3 ARFIP2 ARMCX2 ATF6 ATP8B2 BDP1 BPGM C2orf50 CA2 CABP4 CACNG8 CALU CAPN2 CASP3 CCDC141 CCDC88A CD2BP2 CD48 CD81 CDC42SE2 CDK2AP2 CFI CGRRF1 CKAP4 CLINT1 CLPTM1L CMAS CPD CPNE3 CRADD CREB3L2 CREG1 CRIP1 DCAF12 DCAF6 DCUN1D4 DGKA DHDDS DKKL1 DNASE2 DNPEP DPY19L3 DRAM2 DYRK3 ECHDC1 ECI2 EDEM1 EIF2AK3 EPCAM ERLEC1 ERP44 ETHE1 ETV5 FBXO2 FER FKBP11 FUOM GALNT2 GARRE1 GKAP1 GNAQ GNPNAT1 GRIN2A GSTT1 HACD2 HADHB HEXIM2 HM13 HMOX2 HNRNPLL ICA1 IDH2 IFT80 IGF1R IKZF3 IL10RB IL13RA1 IL18 IL6R INS INTS6L IRF4 ITFG1 JADE1 JTB KDELR1 KIFC2 KRTCAP2 LHPP LPCAT3 MAGED1 MAN2A1 MBTPS1 MCCC2 MCFD2 MEGF8 MGAT1 MPC2 MRPL57 MRPS14 MTOR MVB12A MYADM MYDGF MYLK NARF NDFIP1 NDUFA1 NLRP6 OAT OSBP P2RX4 PABIR1 PANK3 PBK PDIA4 PDIA6 PEX2 PGK1 PGRMC1 PHYHD1 PON3 PPP1R15A PPP1R15B PRDX2 PRDX4 PRR3 PRRC2A RAB3D RAI1 RAP1A RASL12 RDH10 RELN REXO2 RIPPLY3 RTN4RL1 S100PBP SAA4 SBF2 SEC23B SELENOF SEPSECS SKIL SLC44A1 SMAD4 SMAD5 SNX21 SOX13 SPCS1 SPCS3 SPINT2 SRSF9 SSR4 ST14 STAT5B STX5 SYNRG TCEAL9 TEX14 TM2D1 TM2D3 TMBIM4 TMED10 TMEM150A TMEM165 TMEM167A TMEM182 TMEM25 TMEM52 TNFRSF17 TNS3 TRABD TRAM1 TRAPPC2B TSPAN13 TXLNG TXNDC5 UAP1 UBE2A UBN1 UGDH USP22 VCL WDR27 YAE1 ZCWPW2 ZKSCAN1 ZNF148 ZNF496 ZSCAN21 GSE41867_MEMORY_VS_EXHAUSTED_CD8_TCELL_DAY30_LCMV_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41867_MEMORY_VS_EXHAUSTED_CD8_TCELL_DAY30_LCMV_UP ADAR ADGRB2 ADGRD1 AIDA ALS2 ANKRA2 ANKRD42 ANXA1 AP3M2 ARHGAP25 ARHGAP30 ARHGEF6 ARPP21 ATP10A ATP8A1 ATP8A2 ATP8B4 BATF2 BCAT1 BCL7B BMP2 CALHM6 CARD6 CASP1 CCDC90B CD244 CD40 CD83 CD84 CD99L2 CEBPD CEP120 CFAP126 CHMP4B CNN3 COA5 CORO2A CSF2 CSRNP1 CTSG CTSS CXCR6 CYBB CYP4F3 DAAM1 DAPP1 DAXX DCAF8 DENND2B DENND4A DOK1 DSC2 DUSP2 DYNLRB1 EPPK1 ETNK1 F2R FASLG FBXO4 FBXO7 FGF13 FNBP1 GBP4 GBP7 GCNT1 GGPS1 GIMAP6 GPR18 GPR65 GSAP HELZ2 HHEX HINT3 HMGN3 HSD11B1 HSH2D HSPA1A ICAM1 ICOSLG IFIT2 IFNG IFT22 IFT25 IL12RB1 IL18 IL18RAP IQSEC1 IRF1 IRF8 ITGAL ITGB5 JUN KIF9 LAMTOR4 LAT2 LCK LEAP2 LFNG LGALS9B LIMD2 LRRC15 LRRC8E LRRN4 LTB LYST MAF MAP3K5 MCOLN3 MICAL1 MITD1 MLLT6 MMAA MPO MPV17L MS4A6A MSRB2 MTUS1 MYBPC2 MYCBP2 NCEH1 NCF2 NFU1 NIT2 NLRC5 NOXRED1 NQO2 NT5C3A OARD1 OAS3 OCIAD1 PARP14 PCNX2 PGLYRP2 PHF23 PHLPP1 PIAS1 PLEK PLSCR3 PRTN3 PSME2 PTPRZ1 RAB5C RASGEF1B RGS17 RNASEL RNF145 RNF157 RNF31 RRAD SAMHD1 SCLY SENP8 SERPINB1 SERPINB6 SERPINB9 SERPINE2 SERPINI1 SESN1 SETDB1 SGK3 SLC15A3 SLC6A12 SLITRK6 SOCS1 SPI1 STAT2 STIM2 SUCO TAPBPL TASL TBC1D21 TBC1D22B TBK1 TDRD7 TFEC TLR1 TLR4 TLR7 TMED6 TMEM140 TMEM17 TNNI2 TOR3A TRIM14 TRIM21 TRIM26 TRIM5 TSPAN14 TTYH3 UBALD2 USP43 USP8 VPS54 VSTM4 WASHC3 WDR37 ZFYVE26 ZNF513 ZSWIM2 GSE41867_NAIVE_VS_DAY15_LCMV_ARMSTRONG_EFFECTOR_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41867_NAIVE_VS_DAY15_LCMV_ARMSTRONG_EFFECTOR_CD8_TCELL_DN ACAA2 ACBD3 ADCY7 AFP AFTPH AGAP3 AGO4 AGPAT4 AKAP7 AMN1 ANGPTL1 ANKS1A ANKS3 APOE ARHGAP31 ARHGAP6 ARMCX5 ARRDC1 ARRDC3 ATAD2B ATP11C ATP13A2 BDNF BRAP BRI3 BSDC1 BTBD8 BTLA C15orf39 C17orf50 CAMK4 CASS4 CD300A CD33 CD36 CDK10 CDYL2 CELA1 CHD9 CHRAC1 CISD2 CNPY3 COQ8A CPNE6 CPSF1 CPT1A CRY2 CSGALNACT2 CXADR DAB2IP DDA1 DDX3X DMD DNAJB1 EDC4 ELL3 ENO3 ENTREP3 ERRFI1 EXD2 EZH1 FAM120AOS FAM204A FAM53C FAM76B FAU FHIP1B FOXJ2 FRS2 GALNT6 GEM GPD1L GPR132 GPR174 GRAP2 GTF2B HERC1 HERC4 HIP1R HIPK1 HMGXB3 HNRNPDL HNRNPH2 HPS1 HS6ST1 IFT172 IGLC7 INPP5E INPP5K ITCH ITPKC ITPRID2 JMJD1C KANSL1L KDM4C KIT KLF7 KLHL15 KRAS LAIR1 LDLRAD3 LIPC LMBR1L LRRC57 MAP2K6 MAP3K9 MAP4K2 MAPK12 MCOLN2 MED12 MED13 MED31 MIA3 MNT MPPE1 MTG2 MTMR12 MTSS1 NFYC NIPSNAP3A NOP10 NT5DC1 P2RX4 PACS1 PANK4 PCM1 PDE2A PECAM1 PGGHG PHF20L1 PHRF1 PIP4K2A POLM POM121 PPP1R37 PSTPIP1 PTTG1 PUM1 QKI RALGDS RAMP1 RASGRP3 RCHY1 RCSD1 RFTN2 RNF103 RNF113A RPL37A RPS29 RRAS2 RSRC2 SAFB2 SAG SAMD9L SARAF SDHAF1 SERTAD2 SETD1A SETD2 SETX SIRT7 SLC20A2 SLC26A2 SLC3A2 SMAD4 SMCR8 SMG1 SMIM14 SRGN SRSF3 STOM SUB1 SUSD5 TAF1C TAX1BP1 TBC1D9 TCHP TECPR1 TESK1 TFEB TFIP11 TGFBRAP1 THRAP3 TMCC3 TMEM31 TNFRSF1B TPST2 TRMO TSGA10 TSPAN32 UAP1 UNK WBP2 ZBTB2 ZBTB43 ZCCHC9 ZNF598 ZNF691 ZSWIM8 GSE41867_NAIVE_VS_DAY15_LCMV_ARMSTRONG_EFFECTOR_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41867_NAIVE_VS_DAY15_LCMV_ARMSTRONG_EFFECTOR_CD8_TCELL_UP ABCC4 ABHD5 ABITRAM ABRAXAS1 ACADS ACTG1 AEBP2 AGPS ALG14 APPBP2 ARL16 ASRGL1 ATP5F1D ATP5MC2 BLOC1S5 C11orf54 C19orf47 C1orf122 CCNG1 CCNK CD48 CDC27 CDKN1A CHCHD3 CLDN12 CLEC11A COPE COPS4 COX10 CPNE2 CRNKL1 CTC1 DAPK2 DDT DDX19A DDX47 DECR1 DECR2 DHX37 DNAJC10 DNAJC9 DPP3 DPP9 DYNLRB1 ECSIT ELOVL6 ENDOG ESD EXOC3 EXOSC5 EXOSC6 FAM241A FAM98B FH FMNL2 FRA10AC1 GABPA GALNT7 GAS2 GLCE GMPPA GNE GNPAT GRHL1 GSTCD GTPBP4 HAUS7 HDAC6 HGH1 HOMER1 HSD3B7 HSPA13 IGF2R KAT2A KEAP1 LIG4 LMBR1 LMF1 LRP8 LRPAP1 LRRC14 LRRC20 LSM7 LYRM1 MAP2K2 MAPK1IP1L MAT2A MBNL3 MCHR1 MED25 MIB1 MINPP1 MIPEP MKLN1 MON1B MRPL4 MRPL52 MTFMT MTFR1L MTRES1 MYEF2 NAA30 NCOA4 NDUFA8 NDUFB5 NDUFS2 NMNAT3 NQO1 NSMCE1 NSUN5 NSUN6 NUDT16L1 NXT2 OAF ORC5 PCBP3 PCCB PDCD6 PDP2 PEX3 PIAS2 PIMREG PIWIL2 PLAGL2 PLBD1 PLEKHA3 POLK POLR2B POLR2J PREB PRKCI PTBP1 PTCD2 PTK2 PUS3 R3HDM1 RAD23A RASSF7 RBM10 RCBTB2 RINT1 RNF135 ROM1 RPRD1B RPUSD3 RSPRY1 RTP4 SDHC SEL1L SETD6 SF3A2 SF3B3 SGSM3 SLC5A3 SLC7A6OS SMN1 SNAP23 SNRNP40 SNUPN SRSF7 SSX2IP STING1 SUMF2 SUPT3H TAP2 TBCB TIAM1 TLCD3A TMEM147 TMOD1 TNFAIP8L1 TNPO1 TNPO2 TNPO3 TPRN TRAPPC1 TRIM5 TRIP10 TRMU TRNAU1AP UBXN4 USP36 WDR73 WDR83OS WWP1 XKR8 XPNPEP1 YES1 YJU2 ZBTB1 ZBTB32 ZC3H14 ZDHHC3 ZNF213 ZNF239 ZNF24 ZNF277 ZNF566 ZNG1B ZSCAN22 GSE41867_NAIVE_VS_DAY15_LCMV_CONE13_EFFECTOR_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41867_NAIVE_VS_DAY15_LCMV_CONE13_EFFECTOR_CD8_TCELL_DN ABCD3 ACOT4 ACTR6 ADGRG6 AKAP17A AP2A2 AP3M2 AP4E1 ARMC1 ASRGL1 AUP1 BDP1 BYSL C19orf48P C2CD6 CACNG1 CAMSAP1 CAPRIN1 CCDC77 CCT6A CD302 CDC23 CDC42SE2 CDC5L CEBPZ CFAP20 CFAP36 CHD1 CLCN3 CLTC CNOT1 CNOT6 COL26A1 COPB2 CPSF2 CRKL CRNKL1 CSNK2A2 CTTNBP2 CX3CR1 DAB2IP DGLUCY DHFR2 DKK4 DNAJA4 DOCK6 DOCK7 DOLPP1 DOP1A DUSP18 EGR1 ELAC1 ELP1 ENC1 ENTPD6 FAM53B FBXO32 FOXA1 GK3 GSTZ1 HAPSTR1 HAUS3 HAUS6 HES2 HFM1 HIP1 HMG20A HNMT HSPA9 HTATIP2 IDE INE1 INTS13 INTS6 ITGA9 IWS1 JADE1 JAM3 JARID2 KATNIP KCTD18 KLF13 KLHDC10 KLHL12 KLHL17 KLHL34 KRTAP9-8 L3HYPDH LARP4 LARS1 LCLAT1 LFNG LINC00639 LINC01310 LIPT1 LRFN1 MAGED1 MAK16 MAP3K15 MAPK1 MAPRE2 MCAT MCFD2 MIB1 MIGA2 MRAS MTF2 MUC3A NAP1L4 NARF NHLRC2 NIPAL3 NRG1 NRGN NUDT12 OPN1SW ORC6 OSBPL8 PABPC4 PASD1 PBX3 PHACTR2-AS1 PHLDB2 PIGK PIN1 POC1A POLR3E POU5F2 PPAN PPIL1 PPP4R3B PRDX4 PRIM2 PRL PRRC1 PSME4 RBM33 RNASEL RNF123 RPE SCARA3 SEPTIN10 SERPINA10 SH2D5 SLC25A27 SLC30A2 SLC30A4 SLC38A2 SLC45A4 SLC46A3 SLC4A11 SNAI1 SNORD8 SOX3 SPOPL SPTB SREK1 SUPT20H TANC2 TARDBP TBC1D23 THBD THUMPD3 THYN1 TMEM243 TMEM33 TRIM8 TRIML2 TUBE1 TUBGCP4 UBXN1 UCHL5 USP4 VAV1 VPS37A WDFY4 WDR43 WDR76 XRCC5 ZBED5 ZBTB21 ZCCHC14 ZFYVE16 ZMAT1 ZMYM1 ZMYM2 ZNF134 ZNF18 ZNF436-AS1 ZNF438 ZNF557 ZNF614 ZNF682 ZNF684 ZNF777 GSE41867_NAIVE_VS_DAY15_LCMV_CONE13_EFFECTOR_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41867_NAIVE_VS_DAY15_LCMV_CONE13_EFFECTOR_CD8_TCELL_UP A4GALT ABCC2 ACRV1 ADAMTSL3 ADGRG4 AFF3 AGO3 AICDA ALB AMER2 ART5 ASPDH AZGP1P1 B3GNT8 C15orf32 C1orf127 C6orf15 C7 CAPN6 CARD18 CBX2 CCDC116 CCDC7 CDC14C CDC25C CDH24 CFAP54 CFAP95-DT CFAP99 CHEK2 CHRD CLCNKB CLDN6 CLEC1B CLIP3 CPLX2 CPNE5 CXorf51A CYS1 DDX1 DGCR8 DLG5 DLGAP2 DNAAF8 DSCC1 DUXAP10 EDDM3A EFCAB3 ELAVL4 EMCN ENSG00000236829 ENSG00000280119 ETV2 FAM86C1P FMR1NB FOS FOXI1 FOXN4 G2E3 GEMIN4 GJB5 GOT1L1 GPR183 GPR35 GPR37 GPR84 GPRIN1 GRID2 GTF3C2-AS1 HACE1 HCN1 HGF HHIPL2 HOXA9 HPCA HSD3B1 HTR5A ICOSLG IGHD IMPG1 IRF6 ITIH3 KCNA2 KCNH1 KIT KLF3-AS1 KLK5 KRT2 KRT83 LCK LINC00029 LINC00174 LINC00626 LINC00951 LINC01126 LINC02510 LINC02582 LRP5 LRRC32 LRRC77P LUZP2 MAB21L3 MACROD1 MIA2 MIR4290HG MLPH MUS81 MYBPH MYL11 MYO1D MYO5B MYT1L NCAN NELL2 NFIX NLRP12 NR4A2 NRXN3 NT5E NUDCD1 OSGIN1 OSM PARD6G PCARE PCAT19 PDZRN3 PGA3 PGK2 PHF21B PHYHD1 PIRT PITX2 PLA2G2A PLCD4 PLPP3 PNLIPRP1 PPP3R2 PRAC2 PTCHD4 PTPRF PYCR3 PYGO1 RDH12 RDM1 RECK RHD RNF180 RNF213-AS1 RRN3P2 RSPH9 SCAMP5 SCGB2A1 SCUBE2 SELE SEPTIN7P2 SLC38A3 SNAPC2 SOCS4 SPATA12 SPATA6 SPDYE1 SYNE3 TAS1R2 TCERG1 TEX38 TFCP2L1 TNF TNNC2 TNS2 TPPP TPTE2P6 TSEN34 TSPO2 TTC38 TTLL2 UCA1 USP43 VEPH1 VWA8-AS1 WDR55 WDR97 ZAN ZFR2 ZNF100 ZNF157 ZNF853 GSE41867_NAIVE_VS_DAY15_LCMV_EFFECTOR_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41867_NAIVE_VS_DAY15_LCMV_EFFECTOR_CD8_TCELL_DN ACKR2 ACTRT3 ADD3 AFF1 AFF4 AKAP13 ANKRD44 ANXA1 AP1S2 AP2A2 ARHGAP4 ASAP2 ATG101 ATOSB ATP1B1 ATXN7 AZI2 BCAS3 BCL7B BRD4 BTLA C1orf54 CALCRL CBL CC2D1B CCDC9 CDC37L1 CDC42BPB CDKN1B CDKN2AIP CEP70 CERK CHD6 CHMP1B CHSY1 CIPC CLK4 COQ10A COQ8B CPM CREBBP CRIM1 CUX1 CXXC5 CYFIP1 CYRIA CYRIB DDX23 DDX50 DENND5A DENND6B DMTF1 DUSP18 DUSP6 DVL1 DYNLT3 E2F5 EARS2 EIF1 ELL3 ENDOD1 ERP27 FAM120AOS FAM13B FAM193B FBXL17 FBXO30 FGD2 FGD6 FKBP7 FOXN3 GIGYF1 GIMAP6 GLS GNL3L GRAMD2B HNRNPDL HPS3 IL10 INPP5F INTS6L IQSEC1 ITPKC KCTD12 KHNYN KIF21B KLF13 KLHL17 LEMD2 LLGL1 LZTS3 MACIR MAFG MAP1LC3A MARCHF3 MAU2 MBTD1 METAP1D MINK1 MKNK1 MLXIP MMAA MTMR3 MTURN MYH9 MYO18A N4BP3 NCOA3 NCOA6 NDST1 NECAP1 NFKB1 NHLRC3 NIPSNAP3A NKTR NPC1 NR3C1 NSD1 NUMB NXF1 PAFAH1B1 PCM1 PCMTD1 PHF21A PIKFYVE PLCG1 PNISR PPOX PRAMEF8 RAB11B RAB33B RAB4B RASGRP1 RBMS1 RCSD1 REL RIPOR2 RNF125 RNF167 RPS27 RSRC1 SAG SAR1A SBNO2 SCD SELENOK SELENOT SESN3 SF1 SF3B1 SFT2D1 SGMS1 SH3PXD2A SIDT2 SIPA1 SIPA1L3 SKI SLC9A8 SMC6 SMPDL3A SNX30 SRSF11 SSH2 STAG2 STK10 STX17 SYK SZT2 TAF13 TAF5L TBC1D20 TFEB TLE1 TLN1 TMEM245 TMEM268 TOLLIP TOP3B TPCN2 TPRG1L TPST2 TRIM11 TRIM44 TSPAN13 TSR2 TTC19 TTC5 TTLL1 TTLL3 TUT7 UAP1 UBALD1 UBL3 UBN2 USP6NL VAMP3 VPS37A VPS39 WASL ZNF148 GSE41867_NAIVE_VS_DAY15_LCMV_EFFECTOR_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41867_NAIVE_VS_DAY15_LCMV_EFFECTOR_CD8_TCELL_UP AACS AATF ABCF1 ACTA1 ACTR3B ACTR6 ADH5 AFP AGK AKR1A1 ALG5 ANAPC11 ANAPC15 ANAPC5 ANAPC7 APOA2 ARHGDIG ARV1 BAG2 BMS1 C2orf49 CACNA1A CCDC34 CCT5 CDC123 CENPM CETN3 CLNS1A CLTB CMC2 CMSS1 COPS2 COX17 COX18 CSE1L CSNK2A2 CTNNBIP1 CUL5 CWF19L1 CYB5R1 DANCR DBT DCAKD DCPS DDX47 DDX52 DET1 DMAC1 DOLK DPAGT1 DPP3 DTX3L EFL1 EIF3B EIF3D ELAC2 ERP44 ESAM EXOSC5 FABP5 FAF1 FAM174C FASTKD2 FOCAD GALE GBP4 GCLM GNG12 GOLGA7 HAUS1 HDAC3 HDAC6 HIBCH HNRNPA1 HSD17B7 HSPA13 HTT IFIT1 IFITM3 IFT25 ILF2 INTS3 INTS4 IQCG KLHDC2 KPNA6 LRPPRC LSM6 LSM7 MAP2K2 MBD3 MCMBP MED22 MED30 MED8 MID1IP1 MORN2 MRPS24 MSH2 MTG1 MTLN NANS NCBP1 NDUFB3 NFIL3 NIP7 NKX2-6 NPAT NSMCE1 NUDT7 NUP133 NUP188 OGFR OST4 OVCA2 PABPN1 PARP11 PCBD2 PCCA PCCB PCYT2 PEX10 PEX19 PGD PIGG PIN4 PMS2 POLD3 POLR1D POLR2K POR PPP1R7 PREP PRKCA PRKCSH PSMC3 PSME4 PTGES2 RAB29 RAB35 RAE1 RAP1A RAVER1 RECQL4 RFC1 RGS12 RNASEH2C RSL24D1 SANBR SASS6 SCOC SDHC SDR39U1 SEC14L4 SEC23A SET SIKE1 SLAMF7 SLFN5 SMU1 SNIP1 SNUPN SPCS1 SPIDR SRA1 STARD4 SUCLA2 TBL3 THAP2 THOC7 TMEM19 TMEM256 TMEM263 TMEM39B TMX1 TNFAIP8L1 TOR1B TRIM14 TSEN2 TTC26 TWNK UBXN2B UFSP1 UNG UQCRC2 UTP25 VCP VIPAS39 VIRMA WASHC5 WDR3 WDR73 WDR76 XKR8 XRCC5 YBX1 YWHAQ ZNF213 ZNF217 ZPR1 GSE41867_NAIVE_VS_DAY30_LCMV_ARMSTRONG_MEMORY_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41867_NAIVE_VS_DAY30_LCMV_ARMSTRONG_MEMORY_CD8_TCELL_DN ADRA1A AGK AKR1B1 ALG3 AMMECR1 ANAPC4 API5 ATP23 ATP5F1A BAG4 BCAS2 BOLA1 BOLA3 C1orf50 CAMSAP1 CAND1 CCDC171 CCDC51 CCDC59 CCNC CD44 CDC23 CDC34 CDC73 CDK17 CFAP298 CHORDC1 CIAPIN1 CLPX COPS2 COX10 COX11 CST7 CTNNAL1 CWF19L1 DCPS DDX19A DDX47 DENND4C DHRS13 DNAJA2 DNAJC27 DPP3 DUS1L DUSP16 DYM DYNC1LI1 ECE2 EFTUD2 EIF4H EMD ETFB FAM241A FAM98B FANCB FASTKD2 FBXO28 FMC1 GAN GCLC GEMIN8 GPHN GPSM1 GTF3C6 HAUS7 HAX1 HDGF HGH1 HMGA1 HSPBP1 INTS8 KIAA1191 KLHDC10 KLHDC9 KPNA4 KRI1 LARP1 LDAH LIG1 LIPT1 LONP1 LRP6 LTA4H LYRM1 MACIR MAGOH MAP3K7 MARCKSL1 MBD3 MCM10 MCM5 MCMBP ME2 METRN MKLN1 MMGT1 MOSMO MPHOSPH8 MRPL58 MRPS23 MSANTD4 MTF1 MTG2 MTO1 MYD88 NAA10 NDUFS1 NDUFS3 NETO2 NIBAN1 NOL10 NPLOC4 NT5DC3 NTPCR NUBPL NUP42 NUTF2 OGDH OLA1 ORC5 OTUD6B PAQR3 PCMT1 PCYT1A PDLIM1 PELP1 PGM3 PINX1 PLEKHA3 PLXND1 POC5 POLR1F POLR2B POLR2K POM121 POMP PPIA PRDX6 PREP PRORP PSMC1 PSMD12 PTBP1 PTGES2 PTPN12 PUS3 RBIS RBMXL1 RCC2 RCCD1 RDH13 REPIN1 RFK RINT1 RNMT RUFY1 SCYL1 SDR39U1 SEC23IP SECISBP2 SEMA7A SETDB1 SGSM3 SGTA SHQ1 SLC19A2 SLC25A1 SLC25A32 SLC7A6OS SLF1 SMG8 SNRPD1 ST3GAL2 SUMF2 TAF1C TANGO6 TBL3 THAP4 TIPIN TMEM147 TPRN TRIP10 TTC4 TXN UBE2G2 UBE2J2 UBE2M UBE2N UBXN2B UQCR10 VCPKMT VPS72 WDR89 WEE1 ZBTB32 ZC3H18 ZNF213 ZNF490 ZWILCH GSE41867_NAIVE_VS_DAY30_LCMV_ARMSTRONG_MEMORY_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41867_NAIVE_VS_DAY30_LCMV_ARMSTRONG_MEMORY_CD8_TCELL_UP ACACA ACOT7 ADH5 AGA ALAD ANAPC13 ANAPC7 AP1G1 ARF5 ARFGAP3 ARL6 ATP5F1E ATP5MC1 ATXN1 AUP1 BID BTD CAAP1 CASP6 CCRL2 CD48 CD96 CDC123 CDC26 CENPJ CEP76 CERS6 CKAP5 COA8 COMMD1 COPB2 COQ7 COX17 COX19 CRNKL1 CTBS CUEDC2 CYP20A1 DCUN1D5 DDIAS DPY30 DRG2 DTNBP1 DYNLL2 EIF2B5 EIF3J ELOF1 EOLA1 ERMP1 ESD FAM78A FANCL FCER2 FDX1 FLAD1 FOXRED1 GABPA GDPGP1 GKAP1 GLT8D1 GNB4 GNE GNPDA2 GPATCH4 GRPEL1 GSR GYG1 HINT1 HINT3 HPF1 HSPA13 HYLS1 IFITM3 IFT27 INTS9 ISG20 JAGN1 JAK2 KBTBD4 KCTD9 KPNB1 LAMTOR1 LBR LIN28A LSM3 MAMDC2 MAPRE2 MCMBP MCRIP2 MIEF2 MINPP1 MOV10 MRPL14 MRPL22 MRPL23 MRPL9 MRPS11 MRRF MTRF1L MUS81 NAA10 NAA15 NAT1 NDUFA12 NDUFA4 NDUFA7 NDUFS4 NRBF2 NSMCE1 NT5C3B NUDC NUDT19 NUP107 NUP50 NVL OPTN ORC3 PACRGL PAPLN PARD6A PARP11 PDCD2 PDP2 PGM1 PGM2L1 PHF5A PHF7 PHPT1 PIN4 PMFBP1 POGLUT2 POLDIP2 PPAT PPIL1 PPP4R3B PRR36 PTDSS2 RAB8B RAD51B RBBP4 RBM4 RBM43 RBM44 RDH12 REN RMDN2 RPAP3 RPL18 RPS19BP1 S1PR4 SAP18 SARNP SDF4 SEC22B SEL1L SELENOW SEPTIN9 SLC25A12 SMCHD1 SMIM8 SNRNP25 SOD1 SREBF1 STT3A SYS1 TAF10 TCEA1 TEX261 THAP11 TIMM23 TIMMDC1 TMPO TNFSF9 TOR2A TRAPPC1 TRIM5 TSPYL4 TUBD1 TUFM UMPS USP15 UTP23 VPS36 WASHC1 WDR55 XPNPEP1 YIPF2 ZBTB32 ZC3H15 ZDHHC16 ZMAT3 ZNF141 ZNF217 ZNF239 ZNF277 ZNF518B ZNF574 ZNF771 ZNHIT2 GSE41867_NAIVE_VS_DAY30_LCMV_CLONE13_EXHAUSTED_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41867_NAIVE_VS_DAY30_LCMV_CLONE13_EXHAUSTED_CD8_TCELL_DN AAK1 ABCA1 AICDA ALDH2 ALG2 ANKRD50 ANXA2 AP3M1 AREL1 ARID3B ATF2 ATG13 ATG9A BMPR2 BOD1L1 BRAF CABP4 CALU CCNI CD38 CD5L CDK2AP2 CDKL2 CENATAC CHCHD10 CHD2 CHPT1 CLINT1 CLK4 CLN8 CMPK1 COG3 COPA COPS3 CR1L CRK CTSB CUTA CYFIP2 CYSTM1 DDX17 DERL1 DHRS1 DIP2A DMWD DNPEP DPY19L3 DUSP3 E2F2 EBP ECH1 ECI2 EHD4 ENDOU ENPP1 EPM2AIP1 ERGIC3 ERO1B ESYT2 EVI5 FAM117A FAM3C FAM53C FAM78A FARP2 FBXO2 FBXO4 FILIP1 FLCN FOXO3 FUCA2 GALNT2 GATA4 GLB1 GLMP GLT8D1 GPATCH2 GPCPD1 GRINA GRIP2 GSK3B GSTT2 GZF1 H2BC3 HCFC2 HINT3 HIVEP3 HNRNPH3 HPSE IDH1 IL18 ING2 INPP5K INTS6L IQCB1 ITPR3 KDM5A KHDC4 LBH LHPP LIMS4 LMBRD1 LPIN2 MAP3K1 MBNL2 MBTPS1 MCCC2 MIA3 MLLT3 MNT MPC2 MZB1 N4BP2 NCKAP1L NEMP1 NIPAL3 NSF NUP210 ODR4 OTUD5 PAIP2 PAQR3 PDIA6 PDK1 PHF3 PHYHD1 PLOD2 PNRC1 PPP1R15A PPP2R5B PRDX2 PRDX5 PRELID1 PRR3 PRRG4 PSME4 PSRC1 PTGR1 PTPRCAP RAB11A RABGAP1L RAI1 RAPGEF1 RASA4 RDH10 RFFL RHOBTB1 RPN2 SAMHD1 SCP2 SDF2 SELENOM SELENOP SEPTIN7 SERHL2 SETX SF3B1 SLAMF7 SLC25A24 SLC35A2 SLC44A1 SLC48A1 SLC66A2 SMPDL3A SNAP23 STK25 SVIL SYS1 TAPT1 TAX1BP1 TCP11L2 TECR TGFBR2 THRA TJP2 TM9SF1 TMCO1 TMED10 TMED2 TMED3 TMEM9 TOB1 TPST1 TRIM35 TSPAN14 TTC9C TXNIP UBAC2 UBE2Q2 UBN1 UHRF2 UNC50 USP22 VCPIP1 XRCC1 YIPF4 ZC3H11A ZMYND8 ZNF420 ZNF790 GSE41867_NAIVE_VS_DAY30_LCMV_CLONE13_EXHAUSTED_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41867_NAIVE_VS_DAY30_LCMV_CLONE13_EXHAUSTED_CD8_TCELL_UP ABCC2 ABTB2 ADAMTS2 ADAR ADM ADORA2A AIM2 AMPD3 ANKLE2 APOBEC3A APOL1 ARAP2 ARHGAP27 ASAP2 B4GALT5 BAALC BAZ1A BHLHE22 BIRC2 BLVRA BLZF1 C15orf32 C3orf38 C4orf46 CCL4 CCL5 CD40 CD83 CDC14C CDKN2B CELA1 CFLAR CLEC2D CPLANE1 CPNE8 CSRNP1 CXCL9 CXorf65 DAPP1 DDX60L DGKH DMRT2 DNAAF1 DNAI3 DUSP5 EGFL7 EGFLAM EHD1 EHD4 ENSG00000280119 ENSG00000291006 EPSTI1 EREG ERRFI1 ESPL1 FAM174B FBP2 FBXO40 FCGR1BP FUT4 FXYD6 GCH1 GJB2 GNGT1 GPR183 GPR32 GRHL1 GTPBP1 HELZ2 HERC5 HERC6 HSF4 IDO2 IFI35 IFIH1 IL18R1 IL18RAP IL19 IL6 IL7R IMPG1 ISX KCNJ2 KRT17 KRT80 LAG3 LINC01588 LINC01785 LYN MAP2K3 MAP3K8 MAP4K4 MASP1 MCTP1 MEST MIR155HG MIR3945HG MX2 MXD1 MYO1A NAMPT NCF1C NECTIN3 NEDD4L NINJ1 NOCT NPY1R NXF1 OAS1 OAS3 OASL OTUD4 P2RX4 P2RX7 PALM3 PARP14 PELI1 PI4K2B PIK3R3 PIK3R5 PIM3 PIWIL4 PLEK PLK3 PML POPDC2 PPFIBP2 PPP1R15A PRG3 PRSS23 PRX PSD3 PTGER2 PTGS2 PTK2B PTPRF PVR RAB24 RBBP6 RBMXL1 REN RIGI RIPK1 RIPK2 RNF144B RNF19A RNF213 SAMD9L SCGB2A1 SDC4 SERPINB1 SERPINE1 SHFL SIPA1L1 SKIL SLAMF1 SLAMF7 SLC1A2 SLC1A3 SNHG15 SNN SORBS1 SPAG1 SPATA6 STARD5 STAT1 STAT5A STX11 TAAR5 TDRD7 TENT4A TNIP2 TNIP3 TNS2 TP53INP2 TRIL TRIM22 TSHB TSIX TSPO2 TTN TYSND1 UBE2L6 USP18 UST VCAN WDR97 WTAP XRN1 ZBTB10 ZC3HAV1 ZNFX1 GSE41867_NAIVE_VS_DAY6_LCMV_ARMSTRONG_EFFECTOR_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41867_NAIVE_VS_DAY6_LCMV_ARMSTRONG_EFFECTOR_CD8_TCELL_DN ABCB4 ABTB2 ACKR2 ADAT2 ADGRE5 ADGRG3 ADGRL2 AGPAT3 AK8 ANKRD12 ARGLU1 ARHGAP24 ART3 ASB2 ATF3 ATM ATP1A1 ATP2B1 ATP5MC1 ATP8B4 ATP9B B4GALT1 BCL2A1 BTAF1 C19orf48P CAPNS2 CD164 CD247 CD300LF CDH17 CDK4 CENPH CEP152 CIPC CLDN23 CLNK COQ8B CPA3 CRIM1 CYFIP1 DAPK2 DENND1A DIP2C DNAJB4 DTX1 DYNLL2 EARS2 EGR2 ELOVL5 ENDOD1 ENTREP3 ETFB F13A1 F2 F2R FAM168A FAM53C FASLG FBXW10 FCER1A FES FGD2 FGGY FLACC1 FLYWCH1 GBP2 GCHFR GFOD1 GKAP1 GNGT2 GZMA HACD3 HCK HDDC3 HSF2 IER3 IKBKE IKZF2 IKZF3 IL10 IL18R1 IL18RAP IL1R1 IL1RL1 IL22 IL2RB IL6 IL7R INTS2 IRF7 ITGAE ITGAL KLHL24 KLRC1 KLRG1 KRIT1 LACC1 LAMTOR3 LCMT1 LIFR LMNB2 LPCAT2 MAF MAPK7 MCRIP2 MDM1 MEF2A MINDY3 MLLT3 MPO MRPL52 MTX1 MYO1F MYO6 NBDY NCSTN NFAT5 NFKBIA NIPBL NKG7 NOD1 NSG2 NSMF OAS1 ODC1 PARD6G PCMTD1 PDE8A PHKB PLEKHA1 PLSCR1 PPAN PRKAR2A PRKCQ PRTN3 PTK2 PTPN11 R3HDM1 RAB8B RAMP1 RBM45 RCN1 RGS3 RHBDF2 RMDN3 RNASEL RNF17 RNFT1 ROGDI RUNX2 S100A4 S100A8 SAPCD1 SDHAF1 SELENBP1 SEMA4A SEPTIN3 SERPINB9 SESN2 SIPA1L1 SKAP1 SLC16A1 SLC23A2 SLC6A13 SLC9A8 SLIT3 SMAD3 SNX20 SOCS2 SPACA9 SRL STX11 TADA2A TARDBP TARS2 TBC1D19 TBX21 TCP11L2 THOP1 THY1 THYN1 TLCD2 TM6SF1 TMEM121 TMEM87A TNF TNFAIP3 TNFRSF14 TNFRSF19 TNIP1 TPST2 TRAP1 TRIM11 TXK TYK2 UBA7 VPS18 VWF WDR90 WLS GSE41867_NAIVE_VS_DAY6_LCMV_ARMSTRONG_EFFECTOR_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41867_NAIVE_VS_DAY6_LCMV_ARMSTRONG_EFFECTOR_CD8_TCELL_UP ABCA8 ACOT9 ACSL3 ADRA1B AHR ALCAM ANKLE2 APOBEC1 ARMCX2 ASAP2 ATG10 ATXN7L1 B3GNT9 BAZ2B C19orf33 C19orf73 CBL CCDC30 CCM2 CCNI CCSER2 CDK13 CDK17 CECR2 CHST7 CHTOP CMPK1 CNOT2 CNST COMMD6 CPED1 CRHBP CRTC3 CSNK1E CTDP1 DENND2D DENND5B DMRTB1 DNAAF2 DNASE1L3 DPP8 DYNLT3 DYRK2 EBAG9 ENPP1 ERLEC1 ERP44 ETS1 FAM117A FANCL FAS FBXW2 FBXW7 FGF13 FOXO1 FRAT2 GABPA GABPB2 GAD1 GADD45A GGPS1 GLB1 GPR65 HDAC11 HECA HIVEP3 HMGN3 HPSE HSDL2 IFI27 IL1R2 INPP4B INTS4 IQCB1 IRGQ ITGB1BP1 KCTD14 KDSR KHDRBS1 KLHL24 LAMP1 LAMP2 LARS2 LGMN LIMD2 LMO7 LRIG2 LRRC2 LTBP3 MACO1 MANEA MAPRE2 MBD2 MGA MIDEAS MPP1 MSRA MST1 MTPN MYBL1 MYBPC2 MYL4 MYO5A MZT1 NAA40 NRBF2 NUBP1 OGFOD3 P2RX2 P2RY10 PAPLN PARP1 PARP8 PAX7 PDCD1LG2 PIK3R1 PIMREG PLCD3 POU1F1 PPARA PPM1D PPM1F PPP4R3B PSD3 PTBP3 RAB21 RDH12 RFLNA RFX7 RNF111 RNF115 RNF138 RNF183 RPL32 S1PR3 SAA4 SAV1 SCAF4 SCN3A SELENOP SFT2D1 SLAMF7 SLC25A53 SLC2A3 SLC30A4 SLC35F5 SLC38A1 SLC39A6 SLC5A1 SLFN5 SMAD1 SMARCA2 SPAG9 SPRED1 ST3GAL6 STAMBP STARD4 STRADB STS STT3B SUSD1 SYNE2 TANC2 TBC1D4 TBCE TCF12 THAP2 TIMM29 TLE1 TMEM100 TMEM108 TMEM164 TMF1 TRAF6 TRAPPC8 TRIM56 TSPAN13 TTC33 TUBD1 TUBG2 TUG1 TXNDC2 UBR1 UCHL3 UGCG USP2 USP6NL VAMP4 WDR37 WFIKKN1 WWC1 XRCC1 YPEL2 ZBTB20 ZFP36L1 ZNF277 ZNF383 ZNF521 ZNF597 ZNF775 GSE41867_NAIVE_VS_DAY6_LCMV_EFFECTOR_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41867_NAIVE_VS_DAY6_LCMV_EFFECTOR_CD8_TCELL_DN ACSL1 ADCY7 ADGRG3 AKAP13 AKNA ANGEL2 ANGPTL1 APOBEC1 ARHGAP25 ARID5B ARPC5 ART3 ASB2 ASH1L ATAD2B ATG101 ATOSB ATP10D ATP2A3 ATP2B1 ATP6V1F ATXN7 AZI2 BANK1 BCL11B BCL7B C1orf54 CACUL1 CALCRL CASQ1 CCR7 CD300LF CD79A CDC14A CDC42EP4 CDK13 CEP120 CEP70 CERK CERT1 CHD6 CLOCK CNOT2 CNPPD1 CPM CSGALNACT2 CYBB CYFIP1 CYRIA CYTH1 D2HGDH DCAF15 DDX54 DENND1B DVL1 DYNC1H1 DYNC1LI1 ELL3 ENDOD1 F2R FAM120AOS FAM13B FAM172A FBRS FBXO33 FILIP1L FKBP7 FOXN3 FOXP1 GLS GNGT2 GRAMD2B HERC4 HPS3 HPS5 HSD17B11 IFI27 IL7R INO80D INPP5F ITGAL ITK JUNB KCTD3 KDM7A KIAA0930 KIF21B KLF7 KLHL24 KMT2D KRTCAP3 LDAH LENG8 LNPEP LRRK2 LUC7L MACIR MAFG MAP1LC3A MARCHF3 MCOLN3 MED15 MED16 MIDEAS MTMR12 MTSS1 MYH9 MYL12B MYO18A MYSM1 NCOR2 NCSTN NECAP1 NR3C1 NSD1 NXF1 OPALIN P2RY10 PCMTD1 PDE2A PECAM1 PGAP6 PHC2 PIAS1 PLEKHG2 PPP1R16B PRKAG1 PTAR1 RAB4B RALGDS RALGPS2 RASGRP1 RASGRP2 RC3H1 RELCH RFK RIPOR2 RNF125 RNF141 SCAMP3 SCD SEPTIN3 SESN3 SF1 SFXN5 SGPP2 SH3PXD2A SHKBP1 SIAH2 SIDT2 SKI SLC25A27 SLK SMG6 SMG9 SMPDL3A SNX30 SOX4 SPATA13 SPG7 SRF SRPK3 SSH2 STX17 SUPT20H SWAP70 SYK SZT2 TAOK3 TBC1D20 TESK1 TFEB TGFBRAP1 TLN1 TLR6 TMEM167B TOP3B TPRG1L TPST2 TRIM26 TRIM44 TRMT2A TSC22D2 TSR2 TTLL3 TUT4 TUT7 UBL3 UCKL1 VAMP2 VAT1 VGLL4 YPEL3 ZBTB11 ZBTB18 ZBTB2 ZDHHC17 ZMYM5 ZNF292 ZNF692 GSE41867_NAIVE_VS_DAY6_LCMV_EFFECTOR_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41867_NAIVE_VS_DAY6_LCMV_EFFECTOR_CD8_TCELL_UP ABHD17B ACAP2 ACKR2 ACOD1 ACOT8 ACTB ACTR1A ADGRL2 ADPRM ADPRS AGRN AKR1A1 AMN1 ANKS1A AP2S1 ARHGAP25 ARHGAP4 ARRDC4 B3GNT8 BAZ1A BCKDHB C19orf12 C19orf38 C1orf54 CA2 CASS4 CASZ1 CCDC171 CCL19 CD164 CD300LB CD40 CD68 CD86 CFLAR CIB1 CLEC4E CLEC7A CLUAP1 CMTM7 CNP CNPY3 COA5 CTNNA1 CXCR3 CYFIP1 CYP4F3 CYRIA DHX34 DOCK5 DOK1 DOP1B DSTYK DTX1 DTX3L EBI3 ENPP4 ESYT1 EXTL3 FBXO33 GBP6 GEMIN8 GNS GPN1 GRAMD4 GSDMD GTF2F1 GUCD1 HIVEP2 HLX HOPX HPS3 HPS6 HSD11B1 HSD17B11 IDNK IFIT1 IFIT2 IFT140 IL18BP IL27RA ITGA4 ITGA6 ITGB2 ITPKA JPT1 KATNA1 KSR1 LAT2 LCMT1 LGALS3 LLGL1 LPAR6 LPCAT1 LRCH3 MAP4K3 MAP4K5 MED12 MED28 MFHAS1 MSR1 MTF1 MYD88 MYL12B MYO7A NADK NAP1L1 NFKBIA NFKBIZ NIBAN3 NLRC5 NR4A1 OCIAD2 ORAI1 OSM PAPSS2 PARP11 PCGF3 PDCD4 PDE8A PF4 PHRF1 PLAAT3 PLAC8 PLBD1 PLIN2 PLSCR3 PLXNC1 PML PNP POMP PPM1H PPP1R21 PRKCQ PSMA4 PSMB10 PSMB9 PSMC5 PTGS1 PTK2 PTRH2 PTTG1 PXMP2 QPCT RAB29 RABEPK RASA3 RASGRP1 RBM43 RBX1 RCAN1 RGS14 RNF213 S100A8 SAMD9L SAMHD1 SDHAF4 SDHD SEC24B SETD6 SH3BGRL3 SH3GLB1 SLC25A11 SLC31A2 SLC44A2 SPIB SPIC SS18L1 STK17B SUCO SUMO3 SVBP SWAP70 TAF12 TAP2 TAPBP TBC1D9B TDRD3 TFEB THBS1 TLR2 TMEM106A TMEM131L TMEM230 TRIM25 TRIP4 TRMT1L TWF2 UBASH3B UBR4 UBXN2B UTRN VDAC2 VPS37B WASF2 WLS XDH YWHAB ZBP1 ZNF691 GSE41867_NAIVE_VS_DAY8_LCMV_ARMSTRONG_EFFECTOR_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41867_NAIVE_VS_DAY8_LCMV_ARMSTRONG_EFFECTOR_CD8_TCELL_DN ACBD3 AFTPH AIF1L AKT3 ANK1 ANKS1A AP2A2 AREL1 ARID3B ARID4B ARL4A ARRDC3 ATG16L1 ATP13A2 ATXN1L ATXN7L1 BCAP31 BMF BRD9 CA2 CAPNS1 CASS4 CCDC62 CCM2 CCNL2 CD93 CES5A CHCHD10 CHIC2 CHMP5 CHUK CNIH2 COLGALT1 CRIP2 CTNS CTSB DCLK2 DCLRE1C DDIT4 DDX23 DGKE DNAJC4 DXO EDRF1 EIF5 EMID1 ENDOU ENTREP3 EPS8L1 ETV3 F10 FAM50A FBXL8 FBXW2 FCGR2A FCHSD1 FGD2 FGD6 FGR FSIP1 FYCO1 GAK GCGR GNPTAB GOLGA3 GPR153 GPR37L1 GRINA HDAC5 HSD17B1 HSD17B8 HSPB1 IFT172 IFT25 IL11RA ILDR1 INO80D IQGAP2 ITGA6 ITGB2 KANSL1L KDM4C KLHL15 KLHL36 KPNA1 KRIT1 LGALS12 LRSAM1 LY6E MACO1 MAN2A1 MAP1LC3B MAST4 MBD2 MCTP1 MDFIC MED12 MFSD10 MGA MLLT10 MLLT6 MOB4 MPND MRC1 MS4A3 MS4A7 MYO1E MYO1F MYOC N4BP3 NACC2 NECAP1 NFAT5 NSF OPN1LW PCIF1 PCMTD1 PDE1B PDE2A PDP1 PIK3CA PIP4K2A PJA2 POU2F2 PPP1R12A PRF1 PRKAB1 PRKX PSENEN RAB19 RAB3A RALGDS RAMAC RAPGEF4 RDH5 RETREG3 RHOA RIPOR1 RMND1 RNF103 RNF111 RPL13A RPRD2 RREB1 RSBN1 SCML4 SEMA3F SERINC3 SERPINB7 SERTAD2 SETX SFT2D2 SGK3 SIAH1 SIK3 SIM2 SKIL SLAIN1 SLC29A4 SLC2A1 SLC3A2 SLU7 SMAP1 SMIM19 SNX14 SNX5 SOAT2 SPATA6 SPG11 SPO11 SPPL2B SPSB3 ST7L STAMBPL1 SUB1 SYCP2 TAB3 TCF12 TF TM7SF3 TMEM175 TRIM34 TRIM68 TSPO TUT4 UBL5 UBQLN2 UVSSA WDR45 XPA YIPF1 ZC3H11A ZC3H12D ZFYVE27 ZMIZ1 ZNF106 ZNF513 ZNF619 ZNF691 GSE41867_NAIVE_VS_DAY8_LCMV_ARMSTRONG_EFFECTOR_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41867_NAIVE_VS_DAY8_LCMV_ARMSTRONG_EFFECTOR_CD8_TCELL_UP ABT1 ACSL3 ADAM33 AFP AJM1 AKAP7 ALG14 ALG5 ANKLE2 ANKRD13D ANXA4 AP3S2 AQP2 ARHGAP17 ARL5A ARL6IP6 ARMCX2 BARX2 BCL6 BET1 BRS3 C1GALT1 CAMK4 CBX1 CCDC136 CD48 CD9 CD93 CDCA4 CEP43 CHML CLDN12 CMPK2 COMMD10 COMMD8 CPOX CRIPT CSRP2 CSTF2T CTSH CUL7 CUTC CYP21A1P CYSRT1 DESI2 DUS2 DUSP11 DYNLT3 DYRK1B EGFL7 ENDOU EPCAM ERP27 FAM163B FAM204A FAM8A1 FANCC FAS FBXO21 FCRLA FGF4 FH FKBP2 FSIP1 GEMIN6 GINM1 GK2 GLOD4 GNE GPR155 GRHL2 GRIP2 GTF2E1 H2AC25 H2BC3 HENMT1 HEXB HIF3A HLF HNF1A HNRNPA2B1 HYLS1 INTS4 JCHAIN JMJD4 KCNC1 KCTD14 KHDRBS1 KRT72 KTN1 LARS2 LATS1 LETM2 LMO4 LY86 LYNX1 LYPLA1 MCTS1 MED30 MFF MFGE8 MGA MID1IP1 MOCS3 MORF4L1 MPC1 MRPS23 MSMO1 MTHFS MTMR14 MYL11 MYL2 NDFIP1 NDNF NDUFA1 NDUFS5 NEDD8 NMBR NOL7 NSMCE1 NXPH3 OOSP2 OPN1LW OPN3 OST4 PCSK1N PDCD10 PIK3C3 PLA2G2C POLR2K PRADC1 PRAP1 PRSS16 PSD3 RAB17 RAPGEF3 RAPGEF4 RBFOX2 RBX1 RDH11 RER1 REXO2 RGL2 RMND1 RPF2 RPS6KB1 RSAD1 RTN4IP1 SARNP SDC1 SEC16B SEC23A SELENOV SERP1 SERPINB7 SLAMF7 SLC25A15 SLC25A24 SLC35E3 SLC41A1 SSMEM1 STAT2 SUOX TACSTD2 TAF10 TAF15 TCEANC2 TCF4 TENT5A TIGD3 TLE1 TMCO1 TMEM108 TMEM92 TOMM70 TRAPPC2B TSPAN13 TSPOAP1 TTC33 TYW3 UBA2 UBE2H UCHL3 UGP2 UNC119B UXT VCPIP1 VDAC3 VEZF1 VPREB3 WNT10B WTAP YJU2B YPEL3 ZFP36L1 ZNF212 ZNF235 ZNF266 ZNF493 ZNF708 GSE41867_NAIVE_VS_DAY8_LCMV_CLONE13_EFFECTOR_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41867_NAIVE_VS_DAY8_LCMV_CLONE13_EFFECTOR_CD8_TCELL_DN A1CF ABCA17P ADGRB2 AFG3L1P AGAP3 ARHGAP17 ARHGDIA ARHGEF11 ARID3B ARPP19 ATP6AP1 AVP B3GNT6 B3GNT9 BPIFA3 BRAP C5orf47 CANT1 CAPN7 CBLN4 CBX1 CD276 CDADC1 CDCA4 CHMP4B CHRNB1 CLASP1 CLCN1 CMAS COX17 CPNE6 CSRNP2 CTDSP1 CTXN1 CUTALP DARS1 DCAF10 DHRS1 DKK4 DPP3 DRAIC DRC1 EMC4 EML3 ENTREP3 ERCC6L2-AS1 EVL EXOC1 FBXO3 FKBP2 FLI1 FMN2 FXR1 GABRR2 GJA4 GNA12 GOLM1 GPC1 HACD2 HBD HCG18 HLA-DRB6 HMGB2 HPSE HSD17B7 IBSP IFNG IGF2R IKBKB IL17A INHBB ISG20 KBTBD11 KCNA1 KCND2 KCTD20 KDM2A KHDRBS3 KIRREL1 KLHL12 KRT38 KRTAP9-8 LARP1B LDHAL6B LETM2 LGALSL LINC00347 LINC01128 LINC01310 LLGL1 LRP1 LRRN2 LYRM7 MAIP1 MAP2K5 MAP7D1 MAVS MBNL2 MEF2D MLH1 MOGS MRPS18C MT1X NKX2-5 NME1 NMT1 NTSR1 OIP5-AS1 OLIG2 PALB2 PAQR8 PARP3 PAX5 PBDC1 PELP1 PHACTR2-AS1 PHF21A PIK3R1 PILRB PLEKHA8 POLR3A PPIH PPP2R2A PPP2R3B PRCC PRIMPOL PRL PRMT5 PSD2 PWAR5 RNF151 RNF187 RNF34 ROBO1 RPAIN S100A5 SAT2 SCAP SCML1 SCN3B SCOC-AS1 SEL1L3 SH3BGRL2 SLC15A4 SLC16A9 SLC25A38 SLC30A2 SLC34A2 SLC35E2B SLC66A1L SLC7A6OS SLF2 SMAP2 SMCHD1 SMIM17 SNCA SNHG16 SNX20 SOCS2-AS1 SPOP SPTB STAMBPL1 STOML3 STX6 TADA1 TBC1D24 TCEAL4 TCP11L1 TENT5C TIA1 TIGD2 TMEM14B TMEM186 TOMM20 TP53BP2 TPD52 TRAF3IP3 TRAPPC12 TSPEAR-AS2 USP22 UTP25 VKORC1 VOPP1 WDR5B WIPF2 ZBTB48 ZC3H7A ZC3HC1 ZCCHC17 ZDHHC17 ZNF182 ZNF438 ZNF674-AS1 ZNF830 GSE41867_NAIVE_VS_DAY8_LCMV_CLONE13_EFFECTOR_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41867_NAIVE_VS_DAY8_LCMV_CLONE13_EFFECTOR_CD8_TCELL_UP ABCD1 ABHD17B ABHD2 ADGRE5 ADGRL2 ALDH2 ANKLE2 ANKRD50 ARHGEF1 ARID1A ARL6IP5 ARSK ASAP1 ASL ASPM ATP6AP1 ATP6V0C AUP1 AVL9 AZIN2 B3GALT4 BAD BCL2L14 BHLHE41 BMP2K BTD BUB1B C6orf118 C8orf58 CASP4 CCL5 CCM2 CCS CD209 CD38 CD47 CD96 CEP120 CEP43 CERS6 CHCHD10 CHIC2 CHMP5 CILK1 CMAS CMIP CR1L CRYZ CSNK1G3 CYB561A3 CYSTM1 DEPDC1B DNAJC7 DPCD DYNLT3 EIF2B2 EIF3E ELL2 EPOR ERP29 FAM174A FBXO33 FCER1G FERMT3 FIS1 FTH1 FXYD4 GABPB2 GALNT2 GAMT GAPDHS GNA13 GOLGA7B GPI GRINA HDAC5 HID1 HINT3 HSDL2 HYLS1 IGBP1 IL18 IL1F10 INSIG2 ITPR1 KIDINS220 KLF12 KRTAP12-2 LRIG2 LTK LYNX1 MACO1 MAMDC2 MAN2A1 MAP1LC3A MCEE METTL21A MFGE8 MKNK2 MMAB MUC1 MXD1 MYH9 NAT14 NAXE NCAPG NCF2 NCKAP1L NDUFA13 NDUFS8 NFIA NIPAL3 NSG2 NT5C3A NTAQ1 NUB1 NXPE2 OAS1 OPN3 OSTC PARP11 PCMTD1 PDE1B PDE4B PGM1 PLAGL1 PLEKHA2 PLSCR3 POU6F1 PRDX4 PRF1 PSRC1 PTPN18 QPRT RAP1A RAPGEF4 RASSF3 RB1CC1 RBFOX2 RBM43 RBM47 REST RGS10 RNF130 RNF169 ROPN1L RP1L1 S1PR4 SAMHD1 SCAND1 SCD SCLY SDF4 SERHL2 SERINC3 SFMBT2 SFT2D1 SGK1 SH3BP2 SHARPIN SIDT1 SLAIN1 SLAMF7 SLC28A2 SLC2A8 SLC39A13 SLC52A3 SMAP1 SMARCA2 SNX14 SNX20 SOAT2 STMN1 STS SUSD1 SUSD3 TAP2 TAX1BP1 TBC1D4 TK1 TK2 TMCC1 TMED3 TMEM131 TMEM192 TNFAIP6 TOX2 TRIB2 TSPAN14 TSPAN2 TUBG2 TUT4 UBR2 USP11 USP38 XPA YPEL2 YPEL3 ZNF23 ZNF710 GSE41867_NAIVE_VS_DAY8_LCMV_EFFECTOR_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41867_NAIVE_VS_DAY8_LCMV_EFFECTOR_CD8_TCELL_DN ABCA1 ABHD17B ACCS ACKR2 ACTRT3 ADAM19 ADAMTS10 ADRB2 AFF3 ANGPTL1 ANKRD13D ARHGEF18 ARPC5 ARSA ARSK ASPG ATOSB ATP10D ATP2A3 AVL9 AZI2 BCL10 BHLHA15 BRAP BSDC1 BTG2 C15orf39 CACNA1H CC2D1B CD2 CD28 CD79A CDS2 CEP57 CEPT1 CHD2 COQ10A COQ8B CORO7 CPSF7 CRIP1 CTBP1 CXXC5 CYRIB CYTH1 DDX50 DENND6B DERL1 DLGAP4 DNAJB2 DOCK11 DUSP5 DYNLT3 DYRK1A E4F1 EGR2 EIF1 ELOVL5 ETS1 F2R FAM193B FGD2 FOXP1 GCOM1 GLS GNAQ GNGT2 GOLGA5 GPCPD1 GRAMD2B GRK6 H2AC25 HECTD1 HERPUD2 HIVEP2 HMCES HPCAL1 HSD17B11 IFRD1 IKBKG ING2 INPP5E INPP5F INPP5K INTS6L ITGB7 ITPKC KCTD12 KDM5A KDM5B KIF21B KLF7 KLHL15 KLRC1 LAT LEMD3 LENG8 LNPEP MAFG MAP1LC3A MBTD1 MDM1 MKNK1 MXD4 MYL12B MYO18A MYO1E MYO9B MYSM1 NAPSA NCOA3 NFAT5 NFE2L2 NOP53 NR3C1 NSD1 NUB1 NUMB NXF1 P2RY10 PCNX1 PDCD4 PDE2A PDK2 PECAM1 PHF21A PHF6 PIKFYVE POLR3GL PRKAB2 PRKAG1 PSEN2 RAB11FIP2 RAB33B RAB4B RANBP9 RASA3 RASGRP2 RBM33 RCSD1 RDH10 RELCH RHOQ RIPOR2 RLIM RMND5A RNF167 RPL17 RPS21 SAMD4B SARAF SCAI SELENOT SERINC3 SESN3 SETD7 SFT2D1 SFT2D2 SIAH2 SKI SLC37A4 SLC44A2 SLC50A1 SLC9A8 SLK SMC6 SMG6 SPATA13 SRSF11 SRSF6 STK4 STX16 SUB1 SYNRG TAF13 TGFBRAP1 TMEM121 TOB1 TOP2B TPRG1L TRPS1 TSSK4 TUBA1A TXNDC16 UAP1 UBAC2 UBL3 UNKL USP3 VAMP2 VAT1 WBP1 WDR45 WIPI2 ZC3H11A ZDHHC18 ZFP91 ZMYND11 ZNF148 ZNF692 GSE41867_NAIVE_VS_DAY8_LCMV_EFFECTOR_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41867_NAIVE_VS_DAY8_LCMV_EFFECTOR_CD8_TCELL_UP AKIP1 AMZ2 ARFIP2 ARHGEF39 ATF6 ATG5 ATPAF2 BATF3 BTF3L4 C4orf46 C7orf50 CAPN10 CCDC171 CCNC CCT5 CDC16 CENATAC CHPT1 CKAP2 CLPX CMC1 CMPK2 CMSS1 CNOT6L COMMD6 COX17 COX6A2 CUEDC2 DCAF6 DDB1 DDIT4 DHRS7 DOLK DSN1 DUS1L EED EEF1AKMT2 EFCAB14 EFTUD2 EIF2B3 EIF2D EIF3D EIF3I EMC2 ERH EVA1B EXO5 EXOC4 EXOSC10 FAM229B FANCB FARP2 FBXO2 FBXW12 FILIP1 FOCAD GFER GLO1 GNB1L GPATCH2 GPHN GPI HDAC3 HDAC6 HIBCH HIVEP3 HMGB1 HNRNPUL2 HRAS HTT ICA1 IFRD2 IFT52 IKBIP INKA1 INTS4 IQCB1 IRF4 IRGM KARS1 KDELR3 KLHDC2 KTN1 LATS1 LIG3 LIX1L LUM LYAR MAGED1 MCM8 MIF MKKS MLF2 MORF4L2 MRPL32 MRPL9 MRPS16 MTOR MVD MYLK NABP1 NARS1 NCBP3 NDFIP1 NDUFA7 NDUFAF1 NDUFAF2 NEDD8 NFIL3 NGRN NIF3L1 NIP7 NOL12 NPAT NSMCE1 NUP133 NXN ORC1 PAQR3 PC PGAM5 PHB1 PHF5A PIERCE2 PIGT PIGY PIN1 PLAGL2 PLOD2 POLD2 POLR2G PPP1R10 PREP PRLR PRPF31 PSMD3 PSMD9 PSME2 RAB29 RAB35 RABGGTB RAD51B RBM12 RCBTB2 RIPK1 RNASEH2C RRP1B RUVBL2 SAMHD1 SDHC SELENOW SENP1 SGCB SIGMAR1 SLC25A10 SLC44A1 SLC7A6 SNIP1 SNRPD1 SNUPN SNW1 SPATA24 SPEF1 SPTSSA SREK1IP1 STOX1 STX12 SUOX SUV39H2 TCF25 TDP1 TECPR2 TECR THOC7 THOP1 TJP2 TOMM40 TRAPPC6A TRIM25 TRIR TROAP TUBG1 UBALD2 UBE2M UBE2T UBR7 UCHL3 ULBP1 UQCC6 USP47 UTP23 VCL VIRMA VMP1 WDR75 WDR76 YES1 ZBP1 ZC3HAV1 ZNF235 GSE41867_NAIVE_VS_EFFECTOR_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41867_NAIVE_VS_EFFECTOR_CD8_TCELL_DN ABCA5 ABCD4 ACP1 ADIPOQ AFG3L2 AIMP2 ANKRD26 ARHGDIA ARV1 ATP5F1D BCCIP BHLHE40 BNIP1 C19orf48P C1orf122 C1orf35 C1orf52 C9orf64 CAMK2G CAPRIN2 CARNMT1 CCL17 CCT2 CCT3 CCT4 CHCHD6 CHD1L CLBA1 CLUAP1 COPS7B CORO1C COX10 COX18 CSE1L CYFIP1 CYRIA CYRIB DBT DCAF13 DCPS DDX19A DHPS DHRS4 DHX35 DNAAF5 DNAJA1 DTNBP1 DTWD1 DUSP2 DYNLT2B E2F1 ECD EEFSEC EIF2B1 EIF2B3 EIF4E ELAC2 ELP4 EXOC7 EXOSC8 FGF13 FIG4 FKBP4 GABPB1 GATAD2A GCLM GEMIN2 GK5 GMNN GRPEL2 GRWD1 GSDMD HAUS1 HDAC3 HDGF HDHD2 HELLS HNRNPAB HUS1 IMMT INTS2 IPO11 IPO13 KPNA1 KPNA4 KPNA6 LDLRAD3 LIPT2 LRPPRC LRRC14 LSM10 LSM7 LUC7L MED11 MEMO1 METTL22 MITD1 MRPL36 MRPL46 MRPL55 MRPS18B MRPS2 MRPS22 MTG1 MTX3 NAA25 NCF4 NCOA5 NDUFAF5 NEK4 NEPRO NEURL4 NLE1 NOL11 NOL8 NOP58 NT5DC1 NTPCR NUP35 OPA1 PA2G4 PCBD2 PCTP PDCD11 PEBP1 PFAS PLA2G4A POFUT1 POLD1 POLD2 POLDIP2 POLRMT PPHLN1 PPP1R14B PRDX6 PREX1 PSMB6 PSMC2 PSMD10 PSMD6 PTGES3 PUS1 QTRT1 RALGAPA2 RANBP1 RBMXL1 RCC1 RCC1L RHBDF1 ROMO1 RPP14 RSL24D1 RUVBL1 SDHAF1 SELENOH SEPTIN2 SERPINB9 SF3A2 SHH SHMT1 SHQ1 SLC20A1 SLC25A39 SLIRP SMAD5 SMIM3 SMN1 SMPD4 SNAPC4 SNRPA SOD1 SOD2 ST3GAL4 STUB1 TELO2 TEX10 THUMPD2 TMA16 TMEM209 TP53RK TRAF1 TRAF3 TRAPPC2 TRMT10C TRMT2A TSR1 TTC27 TXNRD3 UQCC2 URB2 UROS USP40 WBP4 WDHD1 WDR3 WDR83OS YWHAB ZMIZ2 ZSCAN22 ZZZ3 GSE41867_NAIVE_VS_EFFECTOR_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41867_NAIVE_VS_EFFECTOR_CD8_TCELL_UP AACS ACOT9 ACTR3B AIMP1 AKAP1 AKIP1 AKR1A1 ALAS1 ANAPC11 ANAPC5 ANKRD39 ANP32E AP5B1 ARFGAP3 ARL5A ATP11A ATPAF2 BBS10 BHLHE40 BTF3L4 C2orf49 C8orf76 CAD CBX3 CCDC34 CCDC88A CCNE2 CCT5 CCT8 CDC123 CDC16 CENPM CFAP210 CKAP2 CKAP2L CLUH COX5A CST7 CTNNBIP1 DCTN2 DDIT4 DDX27 DDX39A DERA DKC1 DLGAP5 DTL DZIP3 E2F1 E2F3 EDEM1 EED EHD4 EIF2B3 ELAC2 ELL2 EPRS1 ESF1 ETV5 FAM118B FAM229B FANCD2 FBXL6 FBXO2 FBXO3 G2E3 GBP4 GBP7 GLO1 GLRX3 GNB1L GNPAT GOLT1B GPI HDAC3 HEMK1 HIVEP3 HMGCR HNRNPUL2 HSD17B7 HTATIP2 IFIT1 IMMT KCTD21 LETM1 LGALS3BP LIPT1 LMAN2 LYAR MAP10 MAP2K2 MAPRE2 MCEE MCM8 MECR MEN1 MPC2 MRPS10 MRPS16 MRPS28 MRPS36 MRPS5 MTFR1 MTM1 MVD MVK NABP1 NEURL2 NFIL3 NGRN NOB1 NPAT NSDHL NSMCE1 NUBPL NUCKS1 ORC1 OTUD6B PARP11 PCCA PCYT2 PECR PEX13 PEX2 PFAS PFKL PGPEP1 PHF13 PIGH PLA2G12A PMPCA POLR1D PON2 PPTC7 PRELID3B PROS1 PRR11 PRSS16 PSMC1 PSMD13 PSME4 PUM3 PXMP4 RAB35 RAB8B RALB RBM19 RCL1 ROMO1 RRP1B S100A13 SAMHD1 SANBR SAXO2 SCN4A SEC13 SEC23A SEC63 SEH1L SGCB SHCBP1 SIGMAR1 SLC44A1 SMARCB1 SNIP1 SNRPA1 SNUPN SPATA24 SPINK5 SPRED3 SSB ST3GAL5 STT3A TECPR2 TECR THOC7 TJP2 TMEM126A TMEM138 TMEM263 TRAPPC6A TRMT12 TSPYL4 TTI2 UFSP1 UQCC6 UQCRC2 USP38 VIPAS39 VMP1 WARS1 WASHC5 WDR75 WDR76 WDR77 XDH ZBTB42 ZC3HC1 ZNF708 ZNHIT6 GSE41978_ID2_KO_AND_BIM_KO_VS_BIM_KO_KLRG1_LOW_EFFECTOR_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41978_ID2_KO_AND_BIM_KO_VS_BIM_KO_KLRG1_LOW_EFFECTOR_CD8_TCELL_DN ABL1 ADGRG1 AGAP1 AGO2 AGPAT5 ALKBH4 AMIGO2 ANKRD28 AP1S2 ARL4A ARRB1 ATP2A2 AUTS2 BAZ2B BMP1 BRIP1 C11orf68 C2CD2 CADM4 CAMSAP1 CASC3 CBL CBX7 CCS CD86 CDC42EP3 CELP CERK CGRRF1 CHST15 CHST3 CNOT8 COL4A5 CREB3L2 CROT CTDSPL CUL3 CYP2A13 DCLRE1A DLEU1 DLG1 DNASE1L1 DNMBP DPY19L1P1 DTL EDA2R EHHADH EHMT2 EIF2AK1 ENG EPAS1 EPHX3 EXTL1 F11R F5 FAM171A1 FAM172A FAN1 FAT1 FBXW11 FLAD1 FOXD2 FOXO3 FOXRED2 FZD2 GCKR GET1 GNAT1 GPR37L1 GPRC5A GRB10 HBEGF HEY2 HSPA12A IARS1 IGFBP3 INAVA INPP5A IQSEC1 IRS2 ITGA10 ITGB5 JAG2 JUND KANK2 KBTBD11 KCNF1 KCTD17 KERA KIFBP KLF7 KLHL20 LEMD3 LMCD1 LPAR1 LUC7L2 MARCKS MARF1 MAVS MDH1 MEOX1 MLLT11 MORC4 MPZL1 MRS2 MTMR3 MUC4 MYBL1 MYH1 MYH10 MYO5C MYOM2 MZB1 NACC2 NEDD9 NFIB NHP2 NPEPPSP1 NR2F6 NSUN5 NUAK1 ODC1 OSBP OTUB2 PAGE1 PALLD PBX3 PDE8A PDZD8 PELI2 PFKFB3 PLAU PMCHL1 PNMA8A POLH PPFIBP2 PPME1 PPP1R3C PRSS23 RAC1 RASSF2 RBM15 RBM23 RGR RGS19 RHD RHOBTB2 RNF139 RRM2 RRN3 S100PBP SDC4 SEPHS1 SERTAD2 SIPA1L3 SLC18A1 SLC22A11 SLC22A7 SLC25A37 SLC6A16 SLC9A6 SMAGP SMOX SNX13 SOCS5 SOX4 SPRY2 SRSF8 ST3GAL5 STAT5A SYNE1 TACC2 TECPR2 TFAP2C TGFA TGFBR2 THSD7A TIPRL TLE1 TMF1 TNFRSF25 TNFSF15 TPSG1 TPX2 TRAK2 TRIM23 TRO TSC22D1 TUFT1 UBL3 USP34 VPS72 ZBED5 ZCCHC14 ZMIZ1 ZNF146 ZNF280A ZNF672 ZSCAN31 GSE41978_ID2_KO_AND_BIM_KO_VS_BIM_KO_KLRG1_LOW_EFFECTOR_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41978_ID2_KO_AND_BIM_KO_VS_BIM_KO_KLRG1_LOW_EFFECTOR_CD8_TCELL_UP ADI1 AGBL3 AKR1D1 ANGEL2 APIP ARHGAP31 ARHGEF12 ATF2 ATG101 ATP8A1 BAP1 BCAM BPGM BUD13 BVES C11orf71 C15orf39 C1S C1orf159 C1orf68 CA6 CACUL1 CASP8AP2 CCL1 CD14 CD34 CD5 CDCA5 CGREF1 CHAD CHIC1 CHST1 CIBAR1 CLCN2 CLEC4E CLEC6A CPLX3 CPNE3 CTSF CYP19A1 DAPK3 DCX DEF8 DNER DPM2 DRAM1 DUSP19 EEF2K ELF4 ELOVL2 EME1 ENPP1 EPHA4 EPHX1 EPS15L1 EPS8L1 ERMP1 FA2H FADS3 FAM3B FAM53C FBLN1 FCER1A FERMT2 FN1 FOXD4L1 FUT7 GAS1 GJC2 GNAT2 GNG13 GP9 GPNMB GPRC5C GRIN2C GSPT2 HBE1 HCK HOMER2 HOXA9 IFT22 IGFBP5 INMT INSR IRF2BP1 ITGA6 KLF3 KLK10 LAMB2 LAMP2 LAPTM4A LFNG LINC00612 LMAN2 LSM5 LYZL4 MAGIX MAML2 MCM9 MED19 MFSD3 MGST1 MKKS MPP2 MS4A3 MSH3 MSR1 MTMR10 MYOD1 NAPB NAT8 NBEA NCAPG2 NME3 NME4 NMU NNMT NOTCH1 NTF3 NUP42 OASL ORM2 PCP2 PCSK2 PDE6G PDLIM5 PDPN PHYH PISD PITX2 PLA2G10 PLBD1 PLOD1 POF1B POLR1H POPDC3 POU4F3 PPP1R14C PRUNE1 PTGER1 PTPRF PTPRG RAB33B RBM4B RDH10 RHEBL1 RIMOC1 RNF25 RPP21 RPS6KB2 RUFY3 S100G SAA1 SALL3 SARS2 SH2D1A SIRT4 SIT1 SKAP2 SLC25A23 SLC25A38 SLC4A5 SLC5A4 SLC7A2 SLN SLTM SNTB1 SOX3 SP2 STAM2 SYT10 TAPBPL TBX15 TENM1 TFEC TGFBI THTPA TMEM106C TMEM131L TMEM19 TMEM9 TMPRSS13 TOMM7 TRPC4 TUSC2 UGT8 UNK UPF2 UQCRC1 VKORC1 VMP1 VWA7 WDSUB1 WRAP73 XIAP YEATS4 ZDHHC3 ZIK1 ZMAT2 GSE41978_ID2_KO_VS_BIM_KO_KLRG1_LOW_EFFECTOR_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41978_ID2_KO_VS_BIM_KO_KLRG1_LOW_EFFECTOR_CD8_TCELL_DN AARD ACTA1 ACVR2B ADAM19 ADAMTS8 ADIPOQ ADRA2A AGPAT5 ALCAM ALPL ALX3 AMBP ANGPT1 AOC1 ARCN1 ARF6 ARHGAP8 ARHGEF10L ASB16 ASTN2 ATP2B2 ATP2C2 ATP8A2 ATXN2 BCL2L15 BICD2 C2orf42 CAMKK1 CAMKK2 CANX CCDC59 CCNA1 CDH8 CDK12 CDON CEP290 CFL1 CHRNA7 CLDN19 CLEC4G CORO2B CPSF3 CST6 CWC27 CXCL6 CYRIB DCAF15 DCAF4 DDX4 DDX54 DEGS1 DHX38 DIAPH2 DMD DNAJC2 DNMBP DOC2B DTD2 DUS1L EAF2 ECRG4 EFL1 EIF3A EIF4G2 EIF4H FEM1B FGA FGF21 FKTN FOXD2 FOXO4 FSCN3 FTL FXR1 GABRA2 GDF5 GGT5 GJA3 GJD2 GLIS1 GOLGA3 GZMA HDLBP HECTD1 HIC2 HK2 HNRNPA2B1 HNRNPA3 HNRNPK HNRNPU HOOK2 IL12RB1 IL34 ITIH1 KCNJ12 KLK11 KRT36 LHCGR LOXL2 LRRC49 LSM1 MAGED2 MATN4 MCFD2 MDM2 MECR MFAP5 MICOS10 MPG MPND MTHFR NCMAP NDST1 NDUFB6 NEFH NFE2L1 NGDN NKAIN4 NOL7 NTNG1 NUDCD2 OBI1 OCIAD1 OXSR1 PC PCDH10 PDCD6IP PDZRN3 PIGK PLEKHA6 PM20D1 PNCK POLR1D POLR3K PPIB PPP1CC PPT1 PRG2 PRKD1 PRKN PROK2 PSMC4 PSMF1 PTK6 RABGAP1L RAP1A RASSF8 RBM39 RBMS2 RDX RERG RIPK4 RNF187 RNF41 RPL39 RPL3L RPN2 RRAS2 RUVBL2 SBNO1 SEC61A1 SEC61B SERBP1 SFRP5 SH2B2 SIL1 SLC6A12 SLC8A3 SLFN12 SMARCD3 SMC5 SNHG11 SNN SORT1 SPOCK3 SPOUT1 SRPK3 SSR4 SYNE4 TC2N TLX2 TMCC2 TNFAIP6 TOMM70 TOX4 TPM3 UBR2 UBXN4 UPK2 UQCR11 UQCRQ USP43 USP8 VIM VNN2 WARS1 WNK1 ZFAND5 ZNF287 ZNF768 GSE41978_ID2_KO_VS_BIM_KO_KLRG1_LOW_EFFECTOR_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41978_ID2_KO_VS_BIM_KO_KLRG1_LOW_EFFECTOR_CD8_TCELL_UP ADAR APOL1 APOL2 APOL3 APOL6 ARHGAP29 ARID5B ATP10D B2M BACH1 BATF3 BCL6 BCO1 BST2 BTN3A3 C1R C1S C1orf115 C3 C5orf15 CALCOCO2 CAND2 CASP7 CASP8 CCDC68 CCL2 CD47 CEBPB CEBPD CEP63 CFH CLEC2B CLPX CREM CSF1 CSTF3 CTSL CTSS CXCL10 CXCL11 CXCL2 CXCL5 CYB5A DDX23 DDX60 DENND4A DENND5A DNAJC12 DRAM1 DYRK4 F2 FAS FLT3LG FNBP4 FOSL2 GBP1 GBP2 GCLM GCNT3 GSTK1 GTF2B HDAC4 HEG1 HK1 HLA-A HLA-B HLA-C HLA-E HLA-G HLA-J HNRNPH2 HSPB8 HYAL1 ICAM1 IDO1 IFI16 IFI30 IFI35 IFI6 IFIH1 IFIT1 IFIT3 IFIT5 IFITM3 IGFLR1 IL10RB IL12A IL15 IL15RA IL1R1 IL32 IRF1 IRF7 IRF8 IRF9 ISG15 ISG20 ITK JAK2 KDSR KIF18A KLF4 LAP3 LDLR LGALS3BP LIPT1 LSM6 LTBR MAFF MAX MET MSRB1 MSX1 MX1 MYD88 NBN NFE2L3 NMI NR1H2 NR4A2 OAS3 OASL OGFR PANX1 PARP12 PCDHGA11 PEX11A PHF11 PLAAT4 PLSCR1 PLSCR4 PMAIP1 PML PSMB10 PSMB8 PSMB9 PSME2 PTPRC PVR RAB27A RABGAP1L RARS1 RBCK1 RBM4 RCN1 RIGI RMND1 RNF114 RNF19B RPA2 RTP4 SAMD9 SCN1A SCN9A SCO2 SECTM1 SERPING1 SHFL SLC12A7 SLC25A28 SNRK SNRPF SNX7 SOCS1 SOD2 SP100 SP110 SQOR STAT1 STAT3 STK3 SYNE2 TAP1 TAP2 TAPBP TASOR2 TCL6 TEAD4 TLR3 TMEM121 TMEM140 TOP1 TRAFD1 TRAT1 TRIM14 TRIM21 TRIM22 TRIM38 TRIM44 TRIO TXNL4B UBE2L6 USP33 VILL VPS9D1 WARS1 ZC3HAV1 ZFP36 ZNF410 GSE41978_ID2_KO_VS_ID2_KO_AND_BIM_KO_KLRG1_LOW_EFFECTOR_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41978_ID2_KO_VS_ID2_KO_AND_BIM_KO_KLRG1_LOW_EFFECTOR_CD8_TCELL_DN ABCC3 ACTG1 ADAM19 ADPRH AGO2 AKT3 ALG9 AMFR ARF1 ARF6 ARL4A ARPC2 ATMIN ATOX1 ATP5MF ATP5PB B2M BLTP2 BUB3 CALB1 CCND2 CD8A CFL1 CHCHD2 CHRNA5 CKS1B CORO1A COX17 COX5A COX6A1 COX6C COX7A2 CPSF3 CSNK2B DCAKD DDX5 DHRS3 DHX38 EAF2 EDC4 EEF2 EHBP1 EIF3E EIF4A1 EIF4H EN1 ENO1 ENO3 ENPP4 FAM118A FAM169A FAU FKTN FPR1 GABPA GMEB1 GNE GOSR2 GOT2 GZMA GZMB HDLBP HIC1 HK2 HMGB1 HNRNPC HSP90AA1 HSP90AB1 IFT57 IGHM IL2RB INCENP ITGA4 KRT33A KXD1 LDHA LGALS1 LMNB2 LRRC46 MIF MORF4L1 MRPL10 MRPL43 MYL10 NAP1L4 NDST1 NDUFB5 NFATC4 NGDN NT5E P2RX4 P2RX7 PABPC1 PDCD10 PEBP1 PEX5L PGK1 PHAX PIGK PIM1 PKM PLEKHA6 PM20D1 POLR3K PPIA PPP1CA PPP1CC PRKAR1A PRKD1 PSMB8 PYROXD1 RAB18 RACK1 RAP1B RIPK4 RNF187 RPA1 RPL10 RPL11 RPL12 RPL13 RPL17 RPL18 RPL19 RPL22 RPL23 RPL23A RPL24 RPL26 RPL27 RPL27A RPL3 RPL31 RPL34 RPL35 RPL36A RPL37A RPL38 RPL4 RPL41 RPL5 RPL6 RPL9 RPLP0 RPLP1 RPN2 RPS10 RPS11 RPS14 RPS15A RPS16 RPS18 RPS23 RPS26 RPS29 RPS3 RPS3A RPS4X RPS5 RPS6 RPS7 RPS8 RPSA RSPO2 SEC61A1 SEC61B SERBP1 SFT2D2 SMARCD2 SMC5 SNAI2 SNHG6 SON SORCS2 SRGN SRP19 SRSF5 SSBP1 STRA6 SUCO TMEM45A TPT1 TRMT1L TTC19 TUBA1B TUBB UBAC2 UBC UBE2V1 UQCR11 USP4 USP8 VIM VTA1 WNK1 XPNPEP1 YBX1 ZFAND5 ZFP92 ZFYVE19 GSE41978_ID2_KO_VS_ID2_KO_AND_BIM_KO_KLRG1_LOW_EFFECTOR_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41978_ID2_KO_VS_ID2_KO_AND_BIM_KO_KLRG1_LOW_EFFECTOR_CD8_TCELL_UP AADAC ACBD3 ADIPOQ AHCYL2 AIPL1 ALCAM ALPK2 ALS2 APOF ATP8A2 AXL BATF3 BCHE BCL7C BMP4 BTK CACNA2D3 CANX CAVIN4 CBLL1 CCDC28A CCNA1 CD2 CD44 CDHR5 CDKN2B CER1 CHAC1 CHRNA7 CITED1 CKAP4 CLCA1 CLEC10A CLMN CUZD1 CXCL2 CXXC1 DCAF4 DENND2B DES DGLUCY DNAJC17 DNM1 DPEP3 DRAP1 DSCAM DTD2 EEF1A2 ENDOU ENPP3 EPOP EXOC6 FANCL FGA FGD3 FOXL1 FUT7 G6PC3 GABRA2 GALNT11 GALR1 GHRHR GP1BB GPR50 GSTK1 GUCY1A1 HAL HCK HCN1 HCN2 HEATR5B HSPB8 HYAL3 IDUA IGF2BP1 IL1F10 INMT ISLR ITGAE KCND1 KCNJ12 KRCC1 LARP7 LATS2 LIN7B LINC00612 LMNA LOXL2 LRRC20 MAPRE3 METRNL MGMT MIA MID1 MIXL1 MLH3 MPP2 MRPL48 MSL3 MSRA MST1R MUC15 MYH11 MYH14 MZF1 NAP1L5 NDP NEK7 NHSL2 NOTCH1 NPFFR2 NRIP2 NTRK2 NUP42 NUP54 NXPH1 OTOR PAX4 PCDH20 PDPN PECR PIGB PKP1 PLCD1 PLPP3 PLXDC1 PLXNC1 PMP22 PNCK PPM1D PPP3CC PPT1 PROCR PROZ PSMB6 PTH2R PTPRJ RAMP1 RASSF9 RBM6 RBMS2 RBP7 RERG RGR RIOK3 RTBDN RYR3 SDCBP2 SEMA4A SHH SHPRH SLC15A1 SLC25A2 SLC47A1 SLC4A10 SLC5A2 SLC8A3 SLFN12 SMAD1 SNHG11 SNX12 SOBP SOX3 SOX6 SPAG6 SPECC1 SRCIN1 ST8SIA4 STAC STX18 SULT1B1 TAGLN3 TC2N TCFL5 TEX13B TIMP1 TMEM106C TPM2 TRIP10 TTC14 TTC30B TTR TUBA8 TUFM TYR UBAP1 UBR4 UGGT2 UNC5B UPK3A VEGFC VGLL1 VPS39 VPS72 VSX2 WRAP73 ZCCHC3 ZFP57 ZNF264 ZNF276 GSE41978_KLRG1_HIGH_VS_LOW_EFFECTOR_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41978_KLRG1_HIGH_VS_LOW_EFFECTOR_CD8_TCELL_DN ABI1 ACTB ACTG1 AKIP1 APLP2 APOOL ASB16 ASF1B ATG4D ATP5F1A ATP5MC3 ATP5ME B2M BHLHE23 BMF C14orf180 CAP1 CCDC43 CCN2 CCN5 CENPM CFP CHCHD2 CHRNA5 CNOT1 COX4I1 COX6C CTCF CYRIB CYTIP DDX5 DEK DMD DNAJC9 EEF1G EEF2 EIF3A EIF4A1 EIF4H EML5 EP400 ERCC5 EXOSC9 FBH1 FBXO43 FEM1B FOXQ1 FSCN3 FTL FUT9 GDF5 GLUD1 HMGB1 HMGXB4 HSP90AB1 HSPA8 IFIT2 ILDR1 INCENP IRF1 KCNA3 KCNK4 KCNN2 KIF4A KXD1 LSM4 LTBP4 MC2R MCM6 MCM7 MOS MRPL43 MRPS15 MSH2 MT1E NEFH NELFCD NFATC4 NLGN1 NME2 NNMT NUCKS1 NUDCD2 OXCT1 PAG1 PAPOLG PBX1 PCBP1 PCLAF PCMT1 PCNA PDCD1 PEX5L PHF20L1 PLAAT3 POLR3K PPIA PPP1CA PRG2 PRKAR1A PRKD1 PRPSAP2 PSMB8 PTPN21 RAB6B RAD23A RAP1B RAPSN REG3A RIPPLY3 RNF187 RPL10 RPL11 RPL12 RPL18 RPL19 RPL22 RPL23 RPL24 RPL27 RPL27A RPL3 RPL34 RPL37 RPL38 RPL39 RPL5 RPL6 RPL7 RPL7A RPL9 RPLP0 RPLP1 RPS10 RPS14 RPS15A RPS16 RPS18 RPS19 RPS2 RPS21 RPS23 RPS25 RPS26 RPS29 RPS3 RPS3A RPS4X RPS5 RPS6 RPS6KB1 RPS7 RPS9 SAA4 SCAMP3 SCAND1 SDHC SEC31A SLC25A3 SLC25A6 SLC8A3 SLFN12L SMARCAL1 SMC5 SNIP1 SNRK SPG21 SRGN SRPK3 ST6GALNAC1 SUB1 SYCP1 SYNE4 SYNJ2BP TERF2IP THBS3 TNFAIP6 TOPBP1 TOR1AIP1 TPT1 TRAF2 TRIM26 TRIM37 TSG101 TTC39B TUBA1B TUBGCP4 UBC UQCR11 UQCRQ USP4 WDR1 WDR48 YBX3 ZBTB48 ZC3H15 ZFYVE26 ZNF281 ZNF287 ZPBP GSE41978_KLRG1_HIGH_VS_LOW_EFFECTOR_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41978_KLRG1_HIGH_VS_LOW_EFFECTOR_CD8_TCELL_UP AADAC ABCG5 ABL1 ACBD3 ACE ACVRL1 ADAM15 ADAMTS1 ADCK1 ADH7 ADRB3 AGPAT5 ALDH1A3 ALG14 ALLC ALPL ANGPT1 AOC1 ARL4A ARMCX1 ASPRV1 ATP6V1B1 BAALC BCR BICC1 BTK C1QTNF12 C1S C3orf70 C6orf120 CA4 CACNA1D CAMKK1 CANX CAPN10 CAVIN4 CCDC115 CCNA1 CD82 CDH8 CDK8 CDKN1A CER1 CFAP95 CFTR CITED4 CKB CNTN1 CRCT1 CREB3L2 CRELD1 CSGALNACT1 CSNK2A1 CSTA CYP4F3 DES DTX1 EAF2 ECM1 ECRG4 EEF1A2 EIF4E3 ELMO1 ENPP2 EPB41L4A ESPN FAM133B FBN1 FGF9 FHL3 FOXD2 FOXL1 FUT8 FZD4 GALR1 GCM2 GCNT2 GJC1 GJD2 GNAT1 GPR146 GRID2IP HBEGF HECTD1 HERPUD1 HIC1 HIC2 HK2 HYAL3 IGLL1 IL13RA1 IL1R1 IL22 IL4R IPO4 JAM3 KCND1 KCND2 KIF5B KL KLC1 KLF7 KLF9 KMO KRT20 KSR1 KY LAMA5 LBX1 LHB LRRC26 LUZP1 MAFG MAPKAPK2 MCFD2 MDM2 METRNL MFAP5 MFHAS1 MIA2 MLPH MORN3 MT4 MTMR3 MYCBPAP MYH2 NBN NDRG2 NDST1 NEK7 NID1 NOCT NR6A1 OSR1 OVOL2 P2RX4 PAXBP1 PCDHB11 PDE3A PDZRN3 PHKG1 PIM1 PIWIL2 PON1 PPFIBP2 PPP1R42 PPP3CC PRRC1 PTGER3 PTGFRN PTH PVALB PYY RAD52 RDH13 RHBDF1 RIOK3 RNF41 RNF5 RRAS2 RUVBL2 RYR3 SART3 SAV1 SCARB1 SEMA5B SERPINE1 SLC2A5 SLC5A2 SLTM SNHG11 SOX6 SPECC1 SPOUT1 ST7 STX3 TAL1 TC2N TCTN2 TEX12 TEX2 TGM1 TGM2 TLX2 TMEFF1 TMEM123 TMOD2 TMPRSS5 TOMM70 TRAF4 TRMT10C UBL3 UBTD1 WARS1 WNK1 ZFP37 ZFP91 ZNF296 ZNF330 ZRSR2 GSE41978_WT_VS_BIM_KO_KLRG1_LOW_EFFECTOR_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41978_WT_VS_BIM_KO_KLRG1_LOW_EFFECTOR_CD8_TCELL_DN ADAM19 ADGRL1 AGBL3 AKT2 AKT3 ALDH1A2 ALDH7A1 ALG9 ALOX15B APAF1 ARHGAP17 ASPA ATOX1 ATP6V0A2 BCL2L10 BEX3 BLOC1S5 BRDT C8orf33 CABP2 CALB1 CAPN15 CCDC47 CCDC91 CCN3 CD8A CDH2 CEP104 CEP131 CERS5 CHAD CHFR COL18A1 CTNS CUL4B CXCL17 DAPK3 DBNDD1 DCAKD DGKE DUSP14 EBI3 EDEM1 EFHD1 ELF5 ENPP4 ENPP5 ENSG00000285566 ERMP1 ERP29 FAU FBH1 FCER1A FCGRT FERMT2 FKBP5 FLT1 FMNL3 FOS G0S2 GABPA GABRG3 GASK1B GDNF GDPD2 GIMAP4 GJC2 GNB5 GNG12 GOSR2 GOT2 GP9 GPR87 GSPT2 GZMA HBE1 HECTD1 HGSNAT HIC1 HK2 HMGXB3 HRH4 ICAM5 IFT57 IGFBP5 IL4R ITGA4 ITPKB KCNE4 KIN KLF3 KLK10 KRTAP21-1 LAMB1 LAMP1 LBR LGI1 LHX1 LMNB2 LZTFL1 MAGIX MAML2 MBTPS1 MFSD10 MFSD3 MLXIP MTARC2 MXD1 MYL10 NAT2 NENF NFAM1 NID2 NKX3-2 NME4 NOG NOL3 NPTX1 NRL NSMCE1 NSMCE3 P2RX4 P2RX7 PAFAH2 PCOLCE2 PDE6G PDHA2 PEX11B PGAP4 PGM2 PHAX PITX2 POLR3K POPDC3 POU5F1 PPARGC1B PRKRA PRPF3 PSMD9 PTGER1 PYROXD1 RAI14 RAMP2 RBM28 RETN RNPEP RPA1 RSPRY1 SAP30BP SDHD SEMA3F SEPHS1 SERPINA12 SFT2D2 SIT1 SLC44A3 SLC9B2 SLX9 SMC1B SMC5 SMPD3 SORCS2 SOX9 SPATA4 SRSF5 ST6GALNAC1 STAG1 STRA6 SYT10 TBRG1 TENM1 TEX11 TIMM13 TIMM29 TIMM50 TJP2 TM4SF20 TMEM14C TMEM87A TNNI3 TOM1L1 TRAPPC12 TRIB2 TRIO TSPAN31 TXNL4A UBAC1 UCK1 UQCR11 VIRMA WDR46 WDR83 WEE1 WNT5A ZDHHC12 ZDHHC3 ZFP91 ZFP92 ZNF418 ZSCAN5B GSE41978_WT_VS_BIM_KO_KLRG1_LOW_EFFECTOR_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41978_WT_VS_BIM_KO_KLRG1_LOW_EFFECTOR_CD8_TCELL_UP ABCA1 ACOX2 ACTR6 ADGRF1 ADGRL4 ADI1 ALDH3B1 ALS2 APOF AR ARL2 ASCL3 ASPH ATP1A2 ATP6V1G2 AXL BCL7C BHLHA15 C11orf16 C22orf23 CAMK1G CASP14 CATSPER2 CC2D1A CCDC175 CCDC90B CD1D CD34 CDA CDH11 CDHR5 CHAC1 CHEK2 CIDEC CLCN2 CLEC4E CLEC6A COX15 CPNE3 CPXM2 CRB3 CTC1 CTNNA2 CUEDC1 CXCL3 DECR2 DEF8 DENND2B DEPDC1 DLX1 DMTF1 DMTN DNAJC18 DNAL4 DR1 DRAM1 DSCAM ECHS1 ELOVL2 ENPP3 F2 FAHD1 FAM110C FAM3B FAM53C FANCE FCGR1A FCRLA FOLR2 FPR2 FZD2 FZD5 GATAD2A GCDH GLRA1 GLRX2 GOLPH3 GP1BB GPATCH2 GPR35 GPRC5C GRIA1 GRK1 HACD1 HAUS2 HCK HCN2 HOXD3 HSPB7 HYAL3 IFFO1 IGFBP5 IL12A IL1B INMT KIAA1217 KLC2 KRCC1 KRT34 LDB3 LMNA LRRC61 LRRIQ4 LY6H LYN MAB21L2 MAP7D1 MOSPD2 MPEG1 MSL1 MUC15 MYH14 MYH8 NFATC2IP NHEJ1 NLRP6 NNMT NOTCH1 NPY5R NUP42 PAF1 PCDHB2 PCNP PDE6B PDPN PHKA2 PLCD1 PLEKHN1 PLPP3 POF1B POLR2M PPP1R1A PPP1R37 PPT1 PRKCE PRR12 PTGR1 RAB3IL1 RARG RBM15B RFTN2 RHEBL1 RUNX2 S100A3 SAMD4B SEL1L2 SEMA4A SERPINB2 SFI1 SFTPC SGCB SLC12A9 SLC22A25 SLC25A35 SLC35A5 SLC39A3 SLC46A3 SLC6A2 SLC7A2 SMARCD1 SNTB1 SOX3 SPAG5 SPINT2 SPPL2A SPSB2 SPTBN2 ST8SIA4 STK32B STYX SVEP1 TAS2R4 TBATA TCAF2 TCF15 TCL1A TECTB TET1 TMCO5A TMEM106C TMEM131L TMEM230 TRIP10 TRIT1 UGGT2 UGT2B4 VEGFD VMP1 VPS37A VPS39 VPS72 VSX2 WNT10B XIRP1 XRCC1 ZBTB7B ZCCHC3 ZNF276 ZNF346 ZNF746 GSE41978_WT_VS_ID2_KO_AND_BIM_KO_KLRG1_LOW_EFFECTOR_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41978_WT_VS_ID2_KO_AND_BIM_KO_KLRG1_LOW_EFFECTOR_CD8_TCELL_DN ABCA1 ABCD4 ACTR6 ADGRL4 AKIP1 ALPK2 APOOL AQP3 ASB16 ASF1B AXL BCL7C BMAL1 BPHL BPIFB1 C11orf16 C1GALT1 CAPRIN2 CASP1 CASP14 CD2 CD2BP2 CEBPZOS CENPK CEP55 CEP70 CEP89 CHCHD7 CLCN6 CLEC4E CLEC6A CNR2 CPNE3 CRYM CSRP1 CTNNA2 CUL4B CXCL3 DECR2 DGLUCY DIO2 DIP2B DNAL4 DSCAM ECHS1 EEF2K EHD4 ELF2 ELOVL2 FAM53C FAM76A FANCL FOXN4 FPR2 FRYL FTH1 FUOM FUT7 FXN GAD2 GALNT10 GALNT3 GALNT4 GCDH GDF5 GFRA1 GHRHR GLUD1 GP1BB GSTM1 GTF3C5 HAL HDC HMGB3 HSPB7 HTR6 IL12RB2 IL1B IL36A IRF4 ITGAE ITGB3BP JPT1 KCNN2 KIF23 KIFAP3 KLRK1 LBH LMNA LRRC56 LRRC61 LRRIQ4 MAD2L1 MECP2 MFAP1 MID1 MLXIPL MMS22L MPP2 MSL1 MSRA MX2 MYLK2 MYO18A NECAB3 NEIL3 NFATC2IP NLRP6 NME7 NNMT NOSIP NR4A2 NRCAM NSG2 NUP42 OCEL1 OFD1 ORM1 OTOG PAPOLG PBX1 PCBP3 PCDHB2 PDCD1 PDPN PEX2 PHF20L1 PHKA2 PHPT1 PIGB PKDCC PLK4 PLPP3 PLXNC1 PNCK PPM1D PPT1 PROZ PTPRJ RAB27A RACGAP1 RBL1 RBM6 RGS16 RGS2 RGS20 RGS6 RGS7 RUNX2 SAA1 SBK1 SEMA4A SEMA6D SESN3 SH2D1A SLAIN2 SLAMF6 SLC11A1 SLC15A2 SLC22A13 SLC25A35 SLC8A3 SMAD1 SMARCD1 SNTB1 SNX12 SP110 SPAG5 STAB2 STMN1 STX17 STX18 STYX SULT1B1 SYNJ2 TAGLN3 TBC1D17 TCF7 TCP11 TFPI2 TMEM126A TSPAN2 TTLL1 TTR TUBGCP4 UBE2C UBLCP1 WDHD1 WDR33 WIZ WNT10B XIAP ZBTB14 ZC3H3 ZFYVE16 ZIC2 ZNF124 ZNF329 ZNF746 ZNF841 GSE41978_WT_VS_ID2_KO_AND_BIM_KO_KLRG1_LOW_EFFECTOR_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41978_WT_VS_ID2_KO_AND_BIM_KO_KLRG1_LOW_EFFECTOR_CD8_TCELL_UP AAMDC ABCG1 ACOT9 ADCY4 ADGRL1 AGBL3 AP1S2 APLP2 ARL2BP ARL6 ASB16 ASF1B ATP6V1C2 AVL9 BCAS3 BIRC5 BLOC1S5 BUD13 C19orf53 C1orf159 C3orf14 C8orf33 CAMSAP1 CCDC96 CCNA2 CD14 CD207 CD2BP2 CD5 CDCA5 CENPK CENPM CENPQ CEP70 CHRNB3 CIBAR1 CLEC4E CLEC6A CNR2 COA6 COQ6 CPSF7 CREG1 CRIP2 CTNNBIP1 CTNS CUL4B CXCR3 DCAKD DGCR6 DIO2 DLGAP5 DNAJC9 DNPH1 DPM2 ECHS1 EEF2K EFHD1 ELF2 ELOVL2 EMCN EME1 EML5 EXOSC9 FAM53C FAM76A FBH1 FCER1A FRYL FUT7 GABARAPL1 GALNT3 GAS8 GDF5 GINS4 GLCCI1 GMFB GNG10 GPR85 GTF3C5 H2AX HAUS1 HAUS5 HELQ HEXIM1 HGSNAT HLA-DRA IFIT2 IFT27 IGFBP5 IQGAP1 IRF1 ITGA6 JKAMP KCTD20 KIF18A KLHL26 KLHL42 LAGE3 LAMB1 LEAP2 LRRC2 MAN2A1 MATN3 MBD4 MECP2 MED14 METRN MFAP1 MFSD10 MMP7 MOS MRPS15 MSH3 MUTYH NAA38 NAB1 NBEA NCF2 NCOR1 NECAB3 NEIL3 NHERF4 NIT1 NME3 NNMT NSG2 NSMCE4A NT5C NUDT11 NYNRIN OR51B2 OR5D18 PAPOLG PDCD1 PDLIM5 PEX2 PGRMC1 PHF20L1 PHYH PIAS1 POPDC3 PRIM1 PRKAG2 PTGS2 RAB23 RAPSN RBL1 RFWD3 RGS7 RIOX2 RIPPLY3 RRAD SAA1 SCARB2 SEPHS1 SIRT1 SIT1 SLAMF6 SLC14A1 SLC15A2 SLC17A6 SLC4A5 SNRK SNTB1 SRRD SSNA1 ST6GALNAC1 STAG1 STIM1 STMN1 SUMF1 SYNJ2BP TCF19 TCF7 TCP11 TEX11 THBS3 TIMELESS TMED4 TMEM19 TRAPPC12 TRIO TRPC4 TSPYL4 TTLL1 TUBGCP4 TUSC2 UBE2C UNK VWA7 WEE1 XIAP ZBTB3 ZDHHC3 ZNF213 ZNF319 ZNF418 ZNF841 ZSCAN5B GSE41978_WT_VS_ID2_KO_KLRG1_LOW_EFFECTOR_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41978_WT_VS_ID2_KO_KLRG1_LOW_EFFECTOR_CD8_TCELL_DN ACBD3 ACTRT1 ADAM19 ADRB3 AK2 AKT3 ALDH1A3 APCS ARHGAP17 ARL4A ARMCX3 BASP1 BCL2 BCR BDKRB1 C6orf120 CA12 CACNG1 CALB1 CAMKK1 CCL24 CCND2 CCRL2 CDHR1 CEP104 CFLAR CFTR CHI3L1 CHST14 CIAO2B CKB CLCN3 CLIP2 CNDP2 CNOT7 CRABP2 CRISPLD1 CSGALNACT1 CUBN CYP4A22 DHRS3 DOCK7 DTX1 DUOXA1 EAF2 ELL ELMO1 EN2 ENPP4 ESPN FBLN5 FBXL14 FBXW11 FBXW4 FCGR1A FFAR2 FGD2 FGF9 FHL2 FMNL3 FOS GCNT2 GNG12 GPR146 GSPT2 GUCA1A GYS1 H2BC5 HCN3 HDLBP HECTD1 HES3 HIC1 HIP1 HK2 HOXB2 HRC IFT57 IL4R INPP5B ITGA4 ITGAV JAG2 KCND2 KCNE4 KCNK5 KDF1 KIF3A KLF9 KMO KRT20 LAMA5 LAMP1 LGALSL LHX1 LRRC18 LRRC8C LY86 LZTFL1 MAFG MAT1A ME1 MEIS2 MERTK MLPH MME MMP17 MTARC2 MTMR3 MVP MXD1 MYC MYL10 NAMPT NDEL1 NDFIP2 NDST1 NDUFS4 NEDD4L NEDD9 NFIL3 NFKB1 NID1 NID2 NMUR1 NOCT NRBF2 NRSN1 NSMCE1 NT5E OSGIN1 P2RX4 P2RX7 PAXBP1 PCDHB5 PCOLCE2 PDCD10 PDE3A PDE8A PIM1 PIP5KL1 PIWIL2 PLCB2 PLK3 POF1B POLR3K PPP3CC PSMA6 PTGER3 RAB3B RAI14 RBPMS2 RIPK4 RIT1 RNF126 RNF5 RNF6 RPN2 SEMA3B SERPINE1 SH3BGRL2 SH3RF1 SLC15A4 SLC15A5 SMAD3 SMC1B SMC5 SMYD2 SNHG6 SNX18 SORCS2 SPRED2 SRD5A3 SRGN STARD13 STRA6 SUCO TCTN2 TGM1 TGM2 THBS4 TIMM50 TMEFF1 TMEM37 TMEM45A TMPRSS11D TRIP12 TSHZ2 TYW5 UBE2O UBL3 UBTD1 UMOD UQCR11 UTF1 WARS1 WNK1 XPNPEP1 ZFP91 ZNF707 GSE41978_WT_VS_ID2_KO_KLRG1_LOW_EFFECTOR_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE41978_WT_VS_ID2_KO_KLRG1_LOW_EFFECTOR_CD8_TCELL_UP ACBD3 ACOX1 ACTN1 ACVR2A AKT3 ALKBH3 ALLC AMDHD1 AMH ANGPTL1 ANXA4 ART1 ARVCF ASB15 ASB17 ASGR2 ATP1A2 ATRN BAALC BLOC1S3 BMP15 BOC BPIFB2 BTC BUD13 BVES C11orf91 C11orf96 C1S C4BPA CACNA1D CACNG4 CACNG5 CAMKK1 CATSPER1 CBLN3 CD68 CDHR1 CDK18 CFB CFLAR CHI3L1 CHRNB2 CLIP2 CNOT7 CNTFR CPNE3 CPOX CPXM2 CREB3L2 CREB3L4 CRELD1 CTNND1 CTTN CXADR CXCR2 CYP4F3 DEFB4A DLC1 DPP6 DRD4 DTX1 ECEL1 EDN2 EEF1A2 ELOVL2 EQTN ESPN ETV6 EVX2 FABP9 FAM110C FAM174A FBN1 FBXO16 FCGR1A FHDC1 FOLR2 FOXI1 FOXN1 FOXN4 FUT8 FZD2 GDI1 GRID2IP GRIP1 GSPT2 HACD1 HEBP1 HES3 HFE HOMER2 HS1BP3 HSPB7 HTR3A IHH IL1RAP ISCA2 KCNE4 KIAA0319L KIF5B KLF1 KRT1 KRT20 KSR1 LAMA2 LGR5 LHB MATN2 MIGA2 MT4 MTMR7 MTNR1A MUC1 MYL3 MYOCD MYOZ2 NINJ2 NRARP NRIP3 OASL OPRK1 OR13J1 ORC3 PABIR1 PADI3 PARVB PCBD2 PCDHB11 PCDHB2 PCDHB5 PCOLCE2 PCTP PCYOX1 PDZD9 PIP5KL1 PIWIL2 PKD2L2 PLA2G12A PLA2G2A PLSCR3 POF1B POU2F3 PRR12 PRSS35 PTGES RAB3B RAB3IL1 RAB6A RAI2 RAP2B RBPMS2 REEP2 RHBDF1 RRH RS1 SEMA3A SEMA4G SH3GL2 SKAP2 SLC12A1 SLC17A9 SLC22A17 SLC30A4 SLTM SOX18 SPSB4 STARD13 STMN2 STRA6 STX3 SYNPO TACR1 TAT TEAD3 TENM1 TFR2 THBS4 TLX3 TM2D1 TMCO5A TMEM123 TMIGD1 TMPRSS11D TNNI1 TNS2 TRDN TSHZ2 TTC7B TUT1 TYW5 UGT8 UNK USP26 VANGL1 ZBTB12 ZC3H12C ZMAT2 ZNF605 ZRSR2 GSE42021_CD24HI_TREG_VS_CD24HI_TCONV_THYMUS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE42021_CD24HI_TREG_VS_CD24HI_TCONV_THYMUS_DN AAK1 ABRACL ACSL4 ANGPTL2 ANK1 ARIH2 ATP6AP1 ATP6V1H B4GALT3 BGN BHLHE40 BIRC3 BTG2 BTG3 CAVIN1 CCL13 CCL7 CCND2 CD14 CD83 CD86 CDK8 CDKN1A CDKN2B CH25H COL6A1 COPS4 CPEB2 CR1L CTPS1 CXCL10 CXCL2 CXCL3 CXCL9 CYB561 CYRIB DAZAP1 DDX3Y DDX5 DDX50 DLD DNAAF10 DNAJA1 DNAJB6 DSTN DUSP1 DUSP2 EEA1 EEIG1 EFNA1 EGR1 EGR2 EHD1 EI24 ERRFI1 ETF1 ETS2 EXOSC5 F2RL3 FAM83H FBLN2 FN1 FOS GADD45B GADD45G GDPD3 GJA1 GPC4 GPCPD1 GRIA4 GRIN2B GSTM3 GTF2E2 GTPBP4 HLA-E HMOX1 HOXD8 HSP90AA1 ICAM1 ID1 IER2 IER3 IFRD1 IGF2BP1 IL10 IL1A IL1B IL1RN IL4R ILF3 INHBC IRF1 IST1 ITM2A JUNB KCMF1 KCNJ11 KCTD12 KLHDC2 LAPTM4A LHX9 LIN7C LPAR1 LRRC58 LTA MADCAM1 MAP2K4 MAP3K8 MARCHF7 MCOLN2 MDM2 MEMO1 MFSD14A MIDN MMP12 MMP14 MOB1B MT2A MYC MYL4 NAP1L4 NDEL1 NF1 NFKBIA NFKBIZ NMD3 NPY1R NR4A1 PADI2 PDCL3 PDGFA PELI1 PGM2 PHLDA1 PIAS2 PIM1 PISD PLAC9 PLAT PLAUR PPIC PPP1R15A PROCR PTGS2 PTPRF RAB12 RAB18 RAB3IL1 RAD51B RBM18 RCAN1 RELB RIOK3 SCAMP1 SCAND1 SEC11C SELP SEPTIN2 SERPINB2 SERPINE1 SERPINH1 SGK1 SLC20A1 SLC25A15 SLC25A17 SLC30A3 SLC30A4 SLC39A4 SLN SMAD6 SNCB SOCS2 SOCS3 SOX7 SPG21 SRGN STK40 STT3B TANK TAX1BP1 TBRG4 TIMP3 TMC6 TMEM41B TMEM70 TNFSF9 TOP1 TRA2B TUBA8 TXNRD1 UGCG UGDH UPP1 USF1 VCL YTHDC1 ZFP36L1 ZFP62 ZNF644 ZNF703 GSE42021_CD24HI_TREG_VS_CD24HI_TCONV_THYMUS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE42021_CD24HI_TREG_VS_CD24HI_TCONV_THYMUS_UP ACTB ADD1 ADPRM AKT2 ALDH3A2 ALDOA AMMECR1L ANAPC11 ANGEL2 ARHGAP45 ARHGDIA ARX ASXL1 ATM ATP5MG ATP5PO ATP6V0E1 ATP7A AURKAIP1 BAK1 BUD31 C1QB C3AR1 CAPNS1 CCR2 CD52 CD93 CD99 CDC37 CDC45 CDK2AP2 CEP250 CEP89 CHD8 CIAO1 CIDEC CLPP CLPX CLTA COLGALT1 COMMD1 COMMD2 COPE CRCP CSNK1G2 CTSA CTSE CYBA DAD1 DDX27 DFFA DUS1L DYNLL1 ECH1 ECHS1 EIF2B5 EIF3G EIF3K EIF3L ENO1 ERP29 ESRRA ETFB FABP3 FBXW4 FES FKBP8 FLCN FOXO3 GATD3 GNAS GRN GSTT2 HCN2 HIKESHI HOXC5 HRAS HSD17B7 HSF1 HTR1B IFI30 IGFBPL1 IL16 ING4 INTS3 ISYNA1 LEMD2 LMAN2 LRP1 LRP10 LSR LY86 MAF1 MAN2B1 MAP3K1 MAPK3 MAST3 MCM10 MEP1B MKNK2 MRAS MRPL4 MRPL44 MRPS12 MXD4 NAXE NBR1 NCBP2AS2 NDST2 NDUFB8 NDUFS3 NELFE NFIC NLN NME6 NMI NR1H3 NSUN2 NUBP1 PAFAH1B3 PAM PCBP4 PCSK7 PDHA1 PEX6 PLEKHO1 PNKP PNPLA2 POLR1D PPFIA4 PPIB PPP1R14B PPP1R21 PRKAB1 PRKCD PRKCSH PROM1 PRPF31 PSEN1 PSMB6 PTCD2 PTOV1 PTS RAB8A RAD1 RAD50 RBM10 RBM42 REEP5 RERE REX1BD RGL2 RING1 RNASEH2A RPL19 RPL28 RPP25L RPS23 RPS5 RPS6KB2 RSRP1 SAMM50 SART3 SCAMP2 SEMA4A SENP3 SESN1 SETDB1 SLC27A1 SLC38A10 SMAD5 SMDT1 SNAPC2 SSNA1 STAU1 STOML2 TAF11 TCF25 TEN1 TENM1 TFIP11 TLE5 TMEM126A TMEM179B TMEM259 TP53 TPK1 TXNIP TYMP UBE4B UBXN1 UQCRC1 VAMP8 VPS72 WBP11 XAB2 XRCC2 ZDHHC9 ZFYVE19 ZNF808 GSE42021_CD24HI_VS_CD24INT_TCONV_THYMUS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE42021_CD24HI_VS_CD24INT_TCONV_THYMUS_DN ACTL6B AK4 APOL1 APOL2 APOL3 APOL6 ARID5B ARTN ASRGL1 ATF3 ATP10A ATP10D ATP6V1B2 BAALC BATF3 BRAF C12orf4 C1orf54 C1orf68 CACNG5 CADPS CAND2 CAPN11 CASP7 CBLC CBR3 CBX2 CCDC68 CCL2 CCNL1 CCT8L2 CD40 CD40LG CD47 CDC42EP4 CDIPT CEACAM1 CEBPB CEP192 CFAP44 CFB CFH CFHR2 CISH CLDN10 CLEC2B CREM CRYBG1 CTSL CTSS CXCL10 CXCL11 CXCL2 CXCL5 CXCL9 DDX23 DGKQ DIO1 DNAJC12 DOCK4 DPYD DRAM1 DYNLT1 ECI2 EEF1AKMT3 EGLN3 EGR2 ETV7 EWSR1 FAS FASTK FBXW4P1 FMOD FOXI1 FOXN3-AS2 GAS1 GBP1 GBP2 GCH1 GCNT3 GNAZ GSTK1 GTF2B GUK1 HAL HEG1 HK1 HLA-E HLA-F-AS1 HRH2 ICAM1 ICOSLG IDO1 IFI30 IFI35 IGFBP3 IGFLR1 IL10RB IL12A IL15 IL15RA IL7 INO80D INSIG1 IRF1 IRF8 ISG20 ITK ITPKC JAK2 KCTD14 KDM6A LAP3 LGALS8 LIFR LIG4 LMO2 MADCAM1 MAFF MBIP MCUB MECOM MMP10 MORC3 MSRB1 MSX1 MYH14 MYOZ1 NOC2L NR1I3 NREP OAS2 OPTN PADI3 PAPOLB PAPPA2 PCLO PEG3 PGLYRP4 PHLDA3 PILRA PLEKHA4 PLSCR1 PPA1 PRAMEF11 PRDM5 PREX2 PRM2 PRUNE2 PSMB10 PSMB8 PSMB9 PTAFR RAB27A RNF114 RNF19B RNPEPL1 RPS6KA2 RPS6KA5 RRAGC RRH S1PR2 SAG SCMH1 SEMA3F SERPINA5 SIN3B SLC12A7 SLC25A22 SLC25A28 SLC35C1 SLIT3 SOCS1 SPSB1 STAG1 STK3 STOML1 TACR3 TAP1 TBR1 TCTA TENM4 THRB TLX1 TMEM140 TNIK TOP1 TRAFD1 TRAPPC2 TRIM22 TRIM3 TRPM3 TTF2 TXNL4B UBE2L6 USP15 WARS1 WNT6 ZNF410 ZNF613 GSE42021_CD24HI_VS_CD24INT_TCONV_THYMUS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE42021_CD24HI_VS_CD24INT_TCONV_THYMUS_UP AAK1 ABL1 ABR AIRE AKIRIN1 AKTIP ALCAM AMIGO2 ANKRD28 ANP32A AP1S2 APOA4 APOO APPL2 AREG ARHGEF2 ATP2B4 ATP9A BHLHE40 BLVRB BRWD1 C1QB C3orf18 C6orf120 CAVIN2 CCN2 CCND3 CDC25C CDK19 CENPM CEPT1 CERK CERT1 COTL1 CSNK2A1 CXCR5 CYTH1 DCAF6 DDX27 DEPDC1 DERL1 DESI2 DLC1 DNAJB12 DNM3 DYNC1LI1 ELF1 EMP3 ENO2 EPAS1 EPB41L4A-DT ERMAP ETS2 EVC FER FFAR2 FRS2 GALNT10 GATA3 GDE1 GET1 GLCE GNAI1 GOT2 GRB10 GSPT2 H4C2 HADHB HBEGF HERC5 HMG20B HMOX1 HNRNPA0 HOOK1 IGSF3 IKZF3 IQSEC1 IRF2BP1 ITPA JARID2 JOSD1 KATNIP KIAA0513 KLC1 LORICRIN LRRC8D MAGEL2 MARCHF7 MBNL2 MEGF9 METTL9 MEX3C MGAT3 MOGS MRAS MRC1 MRPL57 MTFR1 MYBL1 MYH11 MYH7B NACC2 NBR2 NCAPH NDRG1 NDRG2 NDRG3 NDUFB5 NFKBIE NIN NKX2-2 NLRP2 NRAP NUAK1 NUP50 ODC1 ORAI3 OSBPL9 PALLD PDGFD PGM1 PHF20 PLAA PLEKHG3 PPARG PPFIBP2 PPP1R3C PROC PRPS1 RAP1GAP RASSF2 RFC1 RGS11 RHBDF1 RHOF RNASEL RPRD1A RPS6KA3 RRAS RRS1 RYK SDC3 SERPINA3 SGK1 SHOX2 SIVA1 SLC20A1 SLC29A3 SLC39A14 SLC3A1 SLC41A3 SLC6A20 SLC6A9 SMARCA5 SMOX SOCS6 SOX4 SOX9 SPIDR SRSF1 STARD3 SYNE1 SYPL1 TAF6 TBC1D17 TBCC TBCD TFE3 TGFA TGFBR2 TJP1 TLE1 TLE3 TMEM106C TMEM248 TMPRSS4 TNFRSF10B TNFRSF11A TOB1 TP53AIP1 TRAF4 TRPC4AP TSC22D1 TSN TST UFL1 UMPS UNC93B1 VAMP3 WBP4 WDR91 WWC1 ZBED5 ZBTB1 ZCCHC14 ZFAND5 ZFX ZMIZ1 ZNF428 ZNF500 GSE42021_CD24HI_VS_CD24INT_TREG_THYMUS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE42021_CD24HI_VS_CD24INT_TREG_THYMUS_DN ADAP1 ADAR ADGRE1 APOL1 APOL2 APOL3 APOL6 ASPM ATP10D B2M BACH1 BATF3 BCL2L13 BST2 BTN3A2 C1R C1S C3 C5orf15 CALCOCO2 CASP1 CASP7 CASP8 CBR3 CD38 CD47 CDC42EP4 CDK18 CFB CFH CMTR1 CNDP2 CTNNBL1 CTSL CTSS CXCL2 DDX60 DNPEP DOCK4 DOP1A DRAM1 ERAP1 EXT1 FADD FAM111A FAS FLT3LG FOSL2 GBP1 GPATCH1 GPR18 GSTK1 GTPBP1 GUK1 H2BC17 HCP5 HERC5 HERC6 HLA-A HLA-B HLA-C HLA-E HLA-F HLA-G HLA-J HLA-K IDO1 IFI16 IFI27 IFI30 IFI35 IFI44 IFI44L IFI6 IFIH1 IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 IFITM2 IGFBP3 IGFLR1 IL32 IL6ST IRF1 IRF7 IRF8 IRF9 ISG15 ISG20 ITM2B JADE2 KDM6A LAMP3 LAP3 LEPROTL1 LGALS3BP LMO2 LPIN2 LTBR LY6E MAX MCL1 MX1 MX2 MYD88 NFE2L3 NFKBIA NMI NPC1 NUCB1 OAS1 OAS2 OAS3 OASL OGFR OPTN P4HA1 PARP12 PARP3 PDGFRL PHF11 PJA1 PLAAT4 PLAUR PLSCR1 PML POU5F1B PPA1 PRKD2 PSMA4 PSMA6 PSMB10 PSMB3 PSMB8 PSMB9 PSME1 PSME2 RASGRP3 RBCK1 RBM7 RBMS1 RIGI RNF114 RNF19B RPS6KA5 RTP4 RUBCN SAMHD1 SECTM1 SEMA3F SEPTIN4 SERPINB9 SERPING1 SHFL SLC15A3 SLC25A22 SLC25A28 SLC2A3 SP100 SP110 SPATS2L SQOR ST8SIA4 STAT1 STAT3 TAP1 TAP2 TAPBP TAPBPL TASOR2 TCIRG1 TDRD7 TFG TGM2 TLR3 TMEM140 TMEM62 TNFSF10 TRAFD1 TRANK1 TRIM14 TRIM21 TRIM22 TRIM25 TRIM31 TRIM38 TRIM5 TYMP UBA7 UBE2L6 USO1 USP15 USP18 WARS1 XPO6 ZFP36 ZNF22 ZNF710 GSE42021_CD24HI_VS_CD24INT_TREG_THYMUS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE42021_CD24HI_VS_CD24INT_TREG_THYMUS_UP ABCA12 ABLIM1 ACO1 ADCY3 ADD2 AGBL5 AHNAK AHNAK2 AKR7A2 ALCAM AMZ2 ANKRD28 AOX1 AP1M2 AP1S2 APPL2 AQP3 ARHGAP28 ARL3 ARPC1A ARPP19 ASAH1 AVEN C11orf80 CAP2 CAPN2 CBX5 CBX6 CCNB2 CCND3 CD99 CDC42BPA CENPI CENPS CERK CHST15 CLIP4 CLK4 CNTN1 COCH COTL1 COX7A2L CREB3L2 CTDSPL CTNNAL1 DARS2 DDB1 DDX41 DIP2C DLEU1 DUSP14 EBP ECHDC2 ECHDC3 EIF4B EIF4G2 EMC9 EML1 EPB41L4B ERMAP FAM114A1 FAM171A1 FASTK FBN2 FBXL18 FBXW2 FECH FH FSHR FTH1P5 FZD2 GALNT10 GALNT11 GAS2L1 GDE1 GET1 GMPPB GNB1 GNG12 GNPAT GPC1 GPSM2 GRK6 GSK3B GSTA4 GTF3A GYG2 GYS2 HAGH HDHD5 HGH1 HNRNPA0 HPCAL1 HSD17B8 HTRA1 IGSF3 IMPDH1 IMPDH2 INPP5A IPO9 ITGAE IVL JAG2 JAK1 KANK2 KIAA0232 LIMS1 LINC00667 MAGEA8 MALL MAP3K9 MAPK11 MAPK1IP1L MARF1 MAVS MCUR1 ME1 MED20 MGAT4B MOCS2 MPC2 MRPL48 MRPS33 MTCH1 MTMR2 MXRA7 MYBL2 MYH10 MYO5C NDRG3 NIT2 NR2F6 NRCAM NT5DC2 OLFML2A OXTR PADI3 PAGR1 PALLD PDGFC PDGFD PDLIM2 PDLIM3 PDXDC1 PERP PFDN1 PIN1 PITPNA PLCE1 PLXNA1 POU6F1 PPL PPP1R7 PREPL PRKCA PRSS23 PTDSS1 PXDN RAB13 RAB40B RAC1 RAD17 RAP2B RASSF2 RBM8A RCN2 RITA1 SCARA3 SEMA4F SLC25A11 SLC7A11 SMTN SNF8 SPA17 SPINT2 SRI SUV39H1 TAX1BP3 TBL1X TIMM10 TMEM168 TMF1 TMX4 TNKS TPCN1 TRAK2 TRIM37 TRIO TTC3 TUBA1A TYRO3 UCP2 UNC13B UPK3B USP13 USP22 USP34 VOPP1 VTI1B WSB2 GSE42021_CD24HI_VS_CD24LOW_TCONV_THYMUS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE42021_CD24HI_VS_CD24LOW_TCONV_THYMUS_DN ACKR4 ACSL3 ACTN2 ADAP1 ADPGK AK2 AK4 APOL1 APOL2 APOL3 APOL6 ASPM ATP10D BACH1 BATF3 BCL2L13 BCO1 BMAL2 BST2 BTN3A1 BTN3A2 BTN3A3 C1R C1S C3 C5orf15 CALCOCO2 CASP1 CASP7 CCDC68 CCL5 CD38 CD40 CD47 CD74 CDK18 CEACAM1 CFB CFH CLEC2B CLUHP3 COQ10B CREM CTSS CXCL10 CXCL11 CXCL2 CYLD DENND5A DOCK4 DOP1A DPYD DRAM1 DUSP5 E2F5 ERLIN1 FAM111A FAS FLT3LG FST GBP1 GBP2 GGCX GLRX GOLGA1 GSAP GSTK1 GUK1 HCP5 HEG1 HIF1A HK1 HK2 HLA-A HLA-C HLA-E HLA-F HLA-G HLA-K IDO1 IFI30 IFI35 IFI44L IFIH1 IFIT2 IFIT3 IFNGR1 IGFBP3 IGFLR1 IL15 IL15RA IL32 IL4R IRF1 IRF8 ISG20 ITM2B JAK2 KIF2A KLF6 LAMP3 LAP3 LARS2 LEPROTL1 LPIN2 LTBR LXN MAFF MAX MCL1 METTL3 MREG MSRB1 MTMR14 MX2 NAMPT NBN NDUFA9 NECAP1 NFE2L3 NMI NUP107 OAS2 OASL OPTN PARP3 PCLO PLAAT4 PLAUR PLEKHF2 PLSCR4 PMAIP1 POLI POU5F1B PSMA4 PSMA6 PSMB10 PSMB8 PSMB9 PSME1 PWAR5 RASGRP3 RBCK1 RBM7 RBMS1 RHBDF2 RIGI RMI1 RNF114 RNF19B RTP4 RUBCN SAMHD1 SECTM1 SELENOP SEMA3F SERPING1 SLC15A3 SLC25A22 SLC25A28 SLC7A2 SOCS1 SOD2 SP110 SP140L SPATS2L SQOR ST8SIA4 STAT2 STAT3 STS TAP1 TAP2 TAPBPL TDP2 TFG TGM2 TLR3 TMEM140 TMEM59 TNFAIP3 TNFRSF1B TNFSF10 TOP1 TRAFD1 TRIM21 TRIM22 TRIM31 TRIM38 UBA7 UBE2L6 USO1 USP15 WARS1 WDR25 XPO6 ZFP36 ZNF22 ZNF302 GSE42021_CD24HI_VS_CD24LOW_TCONV_THYMUS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE42021_CD24HI_VS_CD24LOW_TCONV_THYMUS_UP ABCA12 ABHD10 ADGRL3 AGO2 AHCYL1 AHNAK2 ALCAM AMZ2 ANKRD28 ANXA6 AP1M2 APOOL APPL2 AQP3 ARPC1A ARPP19 ASB1 ATP6V0C ATP6V1H B3GNT2 BAIAP2 BARD1 BCAT2 BRME1 C1orf21 CAP2 CAPN2 CAVIN1 CBX5 CCDC103 CCNB1 CCNB2 CCND3 CD1D CERK CGREF1 CHPT1 CHST15 CLEC16A CNPPD1 CORO2B COTL1 CREB3L2 CSK CST6 CTDSPL CUL4B CYB5R1 DDX11 DEXI DLG1 DLX4 DPY19L1 E2F1 EBP EEIG1 EFHC1 EMC9 EML1 EPB41L1 EPB41L4B ERC2 ESYT1 EXT2 FAM114A1 FAM168B FAM171A1 FBN2 FBXW2 FECH FLII FZD2 GAS2L1 GCG GLDC GM2A GNB1 GPC1 GPSM2 GSTA4 GSTM3 GSTM4 GYG2 H2AZ1 HACD1 HDHD5 HJURP HNRNPA0 HPCAL1 HSPA12A IFT140 IGSF3 INPP5A ITPKB JAG2 KANK2 KIAA0232 KIF1C KIFBP KLHDC10 LASP1 LDHC LRP4 LRRC47 MAGEA4 MALL MAPK1IP1L MARF1 MEGF9 MGAT4B MGLL MGST3 MLF2 MMP24 MPC2 MTSS2 MXRA7 MYBL2 MYH10 MYL7 MYO5C NF2 NHERF1 NT5DC2 OLFML2A OR10J1 PADI3 PALLD PAPOLG PCOLCE2 PDGFC PDGFD PDLIM2 PDXDC1 PHKA2 PHKB PIP PIP4K2A PLAAT1 PLCB2 PLCE1 PLCXD1 PLK1 PLOD3 PLXNA1 POMGNT1 POU6F2 PPP1R16B PRKAR2A PRKCH PRORP PRSS23 PRSS3 RAB40B RHOD RTN2 SAC3D1 SCARA3 SCD SDCBP SEMA6B SERINC5 SH2D3C SIPA1L3 SIRPG SIT1 SLC25A10 SLC25A11 SLC3A1 SLC7A11 SMAGP SMTN SOX9 SPA17 SPANXC SVIL SYT2 TAPT1 TAX1BP3 TBL1X TGFA TIMM10 TMCO3 TMF1 TMLHE TNFSF9 TPCN1 TRIM14 TUBA1A UBXN8 UCHL3 UCP2 UNC119B UNC13B UPK1B USP13 USP22 VAMP1 VCL VSNL1 GSE42021_CD24HI_VS_CD24LOW_TREG_THYMUS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE42021_CD24HI_VS_CD24LOW_TREG_THYMUS_DN ADARB1 ADGRE5 ANK1 ANKRD1 APOL1 ATF3 ATP10A AUTS2 BATF3 BCL2L13 BMPR2 BRAF BST2 CASP7 CBLN1 CBR3 CCL22 CCNK CCT8L2 CD164 CDK17 CEACAM1 CELP CFB CHMP5 CKB CLUHP3 CMTR1 CNP CREM CXCL10 CXCL11 DAPP1 DDX60 DLG2 DLX2 DPYD DSP EGLN1 EHD4 EIF2AK2 ELF1 ENSG00000284948 ERAP2 ETS2 EXT1 FBLN5 FLRT3 FMR1 FOXD2 FPR3 FRS3 FST GATA3 GATA6 GBX1 GCH1 GJD2 GTF2B GUSBP14 H2AC25 HEG1 HERC5 HERC6 HES2 HIPK3 HLA-A HLA-B HLA-C HLA-F HRH2 IFI16 IFI27 IFI35 IFI44 IFI44L IFI6 IFIH1 IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 IFITM2 IFITM3 IGFBP3 IL20RA IMPG1 IRF7 IRF9 ISG15 ISG20 JADE2 KANK1 KCTD14 KCTD17 KDM5C KIAA0408 KIFBP KLHL35 KLK6 LAMP3 LAP3 LEP LGALS13 LMO2 LRFN3 LRRC17 LUM MBIP MECP2 MPPED1 MSX1 MUC16 MUC4 MX1 MX2 MYD88 MYH1 NAPA NAT8B NDUFA9 NKX3-1 NREP OAS1 OAS2 OAS3 OASL PANX1 PARP12 PCLO PHACTR4 PHF11 PIK3CA PLSCR1 PLSCR4 PML PPAT PRKD2 PTPRZ1 RAPGEF6 RASGRP3 RBBP6 RBCK1 RIGI RNF114 RNF19B RRAGC RSAD2 RUBCN SAMD9 SELL SERPINA4 SERPING1 SFRP1 SHFL SIX1 SLC16A8 SLC22A11 SLC25A28 SLC35F6 SLC5A7 SOCS1 SOGA1 SP100 SP110 SP140L SPACA9 SPATS2L STAT5A STOML1 TDRD7 TEF TENT5A TGS1 THEMIS2 TLK2 TLR3 TMEM140 TNFAIP3 TNFSF10 TOP1 TRAFD1 TRANK1 TREX1 TRIM14 TRIM22 TRIM38 TRIM5 TSSK1B TTF2 USP18 VN1R1 WT1 XAF1 ZNF225 ZNF280B ZNF419 ZNF672 ZNF93 GSE42021_CD24HI_VS_CD24LOW_TREG_THYMUS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE42021_CD24HI_VS_CD24LOW_TREG_THYMUS_UP ACACA ALDH3B1 AMBRA1 ANKMY2 APPL2 ARCN1 ARHGAP24 ARL6IP5 ATF7IP2 ATP6AP1 ATP6V1B1 ATP7B BAG2 BAG5 BAMBI BEND5 BHLHE40 BMP7 C12orf29 C1QB C3orf18 C6orf120 CALU CAMSAP2 CAMTA1 CAPN10 CCDC103 CCNB1IP1 CCNE1 CCR5 CD14 CD302 CDC25C CDC45 CDKN2AIP CHML CHMP4A CLCA1 COA7 CT55 CTCF CXCR5 DDX27 DDX42 DESI2 DNAJB12 DNAJC2 DYNC1LI1 EMP3 ENTR1 EPB41 EPN2 ERMAP ESS2 EXOSC2 F2 FAM136A FAM171A1 FASTKD2 FEN1 FLT3LG FOXC2 GALR3 GBX2 GET1 GLCE GMPPB GNAI2 GSPT2 HEMK1 HMGB3P30 HNF1B HNRNPA0 HOMER2 HOXA1 HPS5 IKZF3 IL11RA IMP3 IQSEC1 ISG20L2 ISL1 ITIH3 KANK2 KCNC4 KHDRBS3 KHSRP KIAA0232 KIF3B KLRF1 KRT20 LRRC19 LYRM4 MAOB MAU2 MEAF6 MEGF9 MLYCD MRAS MRC1 MRPL34 MRTFB MXRA5 MXRA7 MYCNOS MYOT NACC2 NAV3 NBPF10 NCAPH NDRG4 NDUFA1 NDUFAF4 NDUFB5 NEO1 NGLY1 NKX2-5 NUDT3 NUP50 ODC1 OPRL1 OR10C1 OR7E47P OXR1 P3H4 PHTF1 PIN1 PIP4K2B PMPCA PNMA1 POFUT1 POLR3D POLR3K PRICKLE3 PSMD6 PTGIR PTPN22 PYY QTRT1 RAD50 RAD51D RALGDS REPIN1 RMND1 RNF139 S100A8 SEC22A SLC25A36 SLC35A2 SLC4A1AP SLC5A12 SLC7A11 SMOX SMYD5 SNRPF SPATA2L SQLE STARD3 TASP1 TBC1D1 TBC1D17 TBC1D2B TCAP TENT5C TERF2 TFE3 THNSL1 THOC1 TIMM8A TMEM106C TMEM121 TMEM8B TMLHE TNFAIP2 TNP2 TP73 TSN TST TUT1 UBN1 UBR7 UBTF UMPS URB2 USP1 USP46 UTP14A WDR12 WDR41 WWC1 YLPM1 ZBED5 ZNF131 ZNF239 ZNF24 ZNF318 ZNF37BP ZNF638 ZNF84 GSE42021_CD24INT_TREG_VS_CD24INT_TCONV_THYMUS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE42021_CD24INT_TREG_VS_CD24INT_TCONV_THYMUS_DN AADAC ACTN2 ACTR6 ACY3 ADA ADGRL1 ADRA1A AKR1C4 ANG ANKRD28 AP2M1 APOF ARHGEF2 ASAH1 ASL ATE1 AVPR1A B4GALT3 BAAT BAIAP2 BCL7B BEX1 BHLHE40 BHMT BNIP2 C1R C1orf174 C9orf85 CASQ1 CBX6 CBX7 CCNA1 CDC37 CETN1 CIITA CLEC16A CLEC3B CLVS1 CNGA1 CNTN1 COL26A1 COL4A4 COL6A1 COMMD5 COP1 COQ9 CPSF7 CRAMP1 CSF3R CTNND2 CUL1 CYP7B1 DAB1 DALRD3 DDR2 DHRS7B DNPH1 DPPA2 DPYSL4 DTD2 EBP EFNA3 EPHA3 EPHB6 EPYC ERG28 FAP FERMT3 FGF5 FGF6 FKBP5 FLT3LG FUT9 GBA1 GGPS1 GHRH GLRA1 GNAT2 GPR143 GTPBP2 GUCA1A H1-3 HAGH HIPK1 HLA-A HLA-G HMGCR HOXA4 HSD17B2 IDH1 IGLC7 ILRUN INPP4A INS INTS14 INTS5 IQGAP2 IRF3 IRF7 ITK KCNK7 KIAA1217 KRTAP19-5 LCAT LIMK1 LTF MAD2L1BP MAP3K11 MAPK13 MCCC1 METTL17 MMS19 MOGAT2 MRPL12 MRPS36 MTCP1 MYCN MYH3 MYH6 MYNN NDUFA12 NOTCH4 NRGN ORMDL2 PDLIM1 PEG10 PER3 PGR PIGF PKIB PLA2G7 PLD4 PLPP1 PNMT POLB PRAP1 PRPF39 PRR5 PRRC1 PTPRB RABEPK RAF1 RAI2 RARRES2 RBL2 RETN RETSAT RIC8A RING1 RPA1 RPL35A RPS6KA4 RRAGD S100A4 SCG3 SCGB1A1 SERPINF2 SFN SLC1A1 SLC25A15 SLC25A19 SLC35B2 SMC6 SMTN SNCA SNORC SOD1 SOX2 SOX5 SRPK3 SRY SSR1 STK25 STRN4 SUPT6H TBRG1 TCF21 TENM4 TGFB2 TGFB3 TM4SF5 TMEM168 TMEM266 TMOD3 TOMM40 TRIM11 TUBA3C UBE2F UBE2J2 USP17L2 VAMP8 VPS16 WDR55 WNT5B XIRP1 YIF1A ZG16 ZIC1 ZMAT3 ZNF865 GSE42021_CD24INT_TREG_VS_CD24INT_TCONV_THYMUS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE42021_CD24INT_TREG_VS_CD24INT_TCONV_THYMUS_UP ABCB1 ABCD1 ACOT13 ADD1 AKT1 ALDH3A2 ANAPC11 ANGEL2 AP1B1 APOBEC1 AQR ARL4C ARPC1A ARRB1 ASNSD1 ATP5F1C ATP5PO ATP6V0D1 ATP6V0E1 AURKAIP1 BCAS3 BLNK C3AR1 CBX4 CCNDBP1 CD99 CDCA7L CDK4 CDT1 CERK CIAO1 CIAO2A CLASRP CLN6 CLTA CMAS COLGALT1 COMMD1 COMMD4 COMMD6 CPT1A CSK CTPS2 CTSA CTSE CUTA CXCR4 CXorf38 DAGLB DAP DBNDD2 DBP DCAF11 DDX39B DIP2B DUS1L ECHS1 EIF3K EIF4EBP2 ELP3 ERP29 EXOSC7 FAF1 FBXW4 FLCN FLI1 FOXO3 GLTP GNA12 GRN GTF2H4 GUK1 HADHB HELB HES6 HFE HHEX HSD17B11 IDH1 IMP3 ING4 INPP5D ISOC1 KMT5C LAT2 LEPROT LMAN2 LMF1 LMO2 LRP1 LYL1 MACIR MAN2B1 MAPK3 MAST3 MAT2B MBD3 MCEE MFSD5 MKRN1 MLF2 MRPL28 MRPL30 MRPL34 MRPL4 MRPS11 MRPS25 MS4A6A MXD4 NAXE NBR1 NCBP2AS2 NDUFA8 NDUFS3 NECAP2 NFIC NME6 NSMAF OGDH OSBPL11 OTULINL PAFAH1B3 PCBD2 PEX11B PKIG PLCG2 PLEKHO1 PLXND1 PNKP PPFIA4 PPIB PPP1R21 PRKCSH PSMB6 PTCD2 PTOV1 PTPRO PTS RAB11FIP5 RASAL3 RBCK1 RCAN3 REEP5 RERE RGL2 RGS2 RIMOC1 RING1 RIT1 RNF220 RNF5 RPL19 RREB1 SCAMP2 SCMH1 SCNM1 SDC3 SEC61B SELENOH SGK1 SIRT3 SLC10A2 SLC35A1 SLC38A10 SMIM14 SMIM20 SRP9 ST6GAL1 STK10 STMP1 STX2 SUPT4H1 TAF11 TALDO1 TBC1D22A TBC1D24 TEP1 TIMM8B TLE5 TMEM126A TMEM179B TRIM47 TRMT2A TSPAN32 TUBB2A TWF2 TYMP UQCC1 UQCRC1 VAMP8 VPS37B WAS WASHC2A WDR81 WIPF1 WIPI2 XRCC1 YPEL3 ZFYVE19 ZNF808 GSE42021_CD24INT_VS_CD24LOW_TCONV_THYMUS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE42021_CD24INT_VS_CD24LOW_TCONV_THYMUS_DN AAK1 AMIGO2 ATP2B4 BCL2L13 BFSP2 BICD1 BLZF1 BMPR2 BST1 BTN2A1 C11orf68 C5 CAVIN2 CCN2 CD164 CD96 CDC34 CDC42EP3 CFHR4 CHMP2A CHMP5 CNPY3 CTBS CUL4B CYBRD1 CYREN CYTH1 DAPP1 DDX60 DHFRP3 DSP EDN1 EGLN1 EHD4 EHHADH EIF2AK2 ELF1 EML2 EPAS1 ETS2 EVC EXT1 FMR1 FZD7 GABRE GATA3 GNAI1 GTPBP2 H2AC13 HBEGF HERC5 HERC6 HES2 HLA-C HLA-F HMOX1 HTR1D ID3 IER2 IFI27 IFI44 IFI44L IFI6 IFIH1 IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 IFITM2 IGKV4-1 IL20RA IRF7 IRF9 ISG15 ISG20 JADE2 KATNIP KCNF1 KCNJ12 KCTD17 KIAA0513 KLHL11 KLHL35 KRT86 LAMC3 LAMP2 LAMP3 LCN1 LEMD3 LGALS9 LIPA LMNA LMO2 LOX LPAR1 LRRC8D MAB21L4 MAGEL2 MAP2K7 MAP4K3 MGAT3 MORC4 MPPED1 MRPS18C MTARC1 MUC4 MX1 MX2 MYBL1 MYD88 MYH1 NAPA NAT8 NBR1 NOX5 NRAS NUAK1 OAS1 OAS2 OAS3 OASL OPHN1 OR1A2 PALLD PAPSS1 PARP12 PDGFD PDK2 PHF11 PIK3CA PLSCR1 PML PON3 PPARG PPFIBP2 PPP1R3C PRKD2 PRKN PROC PTCH2 RAB33B RBBP6 RGS11 RIGI RPL13P5 RSAD2 RUSC1 SAMD9 SCAMP1 SCARB2 SCNN1G SEC14L1P1 SHFL SIDT1 SLC7A11 SMAGP SMARCA5 SMOX SOGA1 SOX4 SOX9 SP100 SP110 SPATA31C2 SPATS2L SRC SUOX TDRD7 TENT5A TF TFAP2C THEMIS2 TIPRL TLE1 TLK2 TMCC1 TMEM50A TMEM62 TNFSF10 TOB1 TPTE TRANK1 TREX1 TRIM14 TRIM22 TRIM26 TRIM38 TRIM5 TSC22D1 TUFT1 USP18 VEZF1 VLDLR WNT1 WWC3 WWTR1 ZBED5 ZCCHC2 ZFAND5 GSE42021_CD24INT_VS_CD24LOW_TCONV_THYMUS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE42021_CD24INT_VS_CD24LOW_TCONV_THYMUS_UP ABCB11 ACSL4 ADGRG3 AHCYL2 ANXA2P3 APLNR APOL1 APOL2 APOL3 APOL6 ARFGAP3 ARHGAP24 ARHGAP29 ARID5B ARL4D ATP10D ATP6V1B2 BAK1 BATF3 BCL3 BHLHE40 BNIP2 C12orf4 C1orf21 C3 C5orf15 CADPS CAND2 CASP7 CBX2 CCDC68 CCL2 CD47 CDC42EP4 CDIPT CDKN2AIP CEBPB CEBPD CEP162 CFH CFHR2 CIR1 CISH CKM CLCA3P CLPX CMAHP CREM CRYGC CSH2 CSRP1 CTR9 CTSL CTSS CXCL2 CXCL5 CXCL9 CYB5A DDX23 DENND4A DGKQ DIO1 DNAJC12 DPYD DRAM1 EDN2 ENTREP2 FAS FMOD FOSL2 FRMD4B GABARAPL1 GAS1 GCH1 GCLM GCNT3 GNL3 GSAP GSTK1 GTF2B GUK1 H3C11 HK1 HLA-E HOXA7 HSPA6 ICAM1 IDO1 IFI30 IGFLR1 IL10RB IL15 IL15RA IL1R1 IL32 IL6ST IL7 INO80D INPP5E IRF1 IRF8 ITK ITPKC JAK2 KCTD2 KIF18A KIF2A KLF4 KRTAP5-8 LAP3 LDLR LEPROTL1 LHCGR LIFR LINC02249 LMX1B MAFF MAP6D1 MAPK10 MAPK7 MAST1 MBD4 MCUB MFAP1 MFSD1 MMP10 MORC3 MS4A4A MSRB1 MTHFD2 MYOZ1 NDST2 NFASC NTRK1 OR10H3 PCDHB6 PCGF1 PGM5 PHKB PI15 PIM1 POLR3D PRAMEF11 PRKACG PROZ PSMB10 PSMB8 PSMB9 PTPN1 PYGM RABGAP1L RALGDS RARS1 RBM4 REEP1 RIPK2 RMND1 RPS6KA2 SAMD4A SCN9A SECTM1 SEMA3F SEPHS2 SETX SIMC1P1 SIN3B SLC52A1 SMCO4 SMIM10L1 SOCS1 SOD2 SQOR SSX1 STAT3 SUSD6 TAF1B TEAD4 TENT5C THAP11 TLX1 TMEM121 TMEM231 TNFAIP2 TP53BP2 TP73 TRAFD1 TRPC6 TRPM3 TXNL4B UBE2L6 USP24 VPREB1 VRTN WARS1 ZFP36 ZNF200 ZNF22 ZNF318 ZNF330 GSE42021_CD24INT_VS_CD24LOW_TREG_THYMUS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE42021_CD24INT_VS_CD24LOW_TREG_THYMUS_DN ABCC5 ADAR AKR1C4 APOBEC3B AQP3 ASTE1 ATAD5 BCL11B BEGAIN BST2 C8B CCL5 CD2 CDH1 CDK18 CDS2 CFAP44 CFB CFLAR CHD4 CHMP5 CLC CMTR1 COIL COL18A1 CRABP1 CRELD1 CREM CTNNBL1 CXCL10 CXCL11 DDX19A DDX60 DGCR5 DHCR7 DIXDC1 DNAJB4 DNAJC8 DOP1A DSP EFL1 EFNA3 EGF EHD4 EXT1 FADD FAM13A FAS FBLN5 FCER1A FOXA1 FSCN2 FST GOLGA8A GPKOW GPM6A GPR18 GPR6 GPR87 GPT GREM2 H2BC13 HERC2P3 HERC5 HERC6 HLA-F HSD17B7 IFI16 IFI27 IFI44 IFI44L IFI6 IFIH1 IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 IFITM2 IFITM3 IL1RAP IL22RA1 IRF7 ISG15 ISG20 KCNA4 KCNJ9 KMT2D L1CAM LAMC3 LAMP3 LAP3 LARGE1 LAT2 LGALS9 LGMN LIMA1 LRRTM4 LRTM1 LY6E MACROD1 MALT1 MGA MMP8 MX1 MX2 MYD88 NEIL1 NFE2L3 NFKBIA NFKBIB NKTR NPHP4 NPIPA1 NPPB NPPC NREP OAS1 OAS2 OAS3 OASL OR1G1 P4HA1 PARP12 PCDHA2 PCSK7 PDGFRL PDK1 PHF11 PILRB PLAAT2 PLSCR1 PLSCR2 PML PMP22 POLR2F POU4F1 PPL PRAME PRKD2 PSEN2 PTS PYY RABAC1 RGS2 RHBDD3 RIGI RLN1 ROBO4 RSAD2 RTP4 RUBCNL S100A1 SAMD9 SELENOP SERPINA2 SERPINB7 SERPING1 SH2D3C SLC15A3 SLC25A28 SLCO2B1 SP100 SP110 SPTLC3 ST7 STAT2 SYNGR3 TAT TBKBP1 TBL2 TDRD7 TENT5A THBS1 TM4SF1 TMCC1 TNFSF10 TNNT3 TRANK1 TREX1 TRIM14 TRIM21 TRIM22 TRIM38 TRIM5 TSGA10 UBA7 UNKL USP18 VCPKMT WDCP XAF1 YPEL1 ZBTB7C ZFHX2 ZNF362 GSE42021_CD24INT_VS_CD24LOW_TREG_THYMUS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE42021_CD24INT_VS_CD24LOW_TREG_THYMUS_UP ACO1 ACTR2 ADAM3A ADAMTS5 ADD2 AHSP ALCAM AMZ2 ANKS1B AP1S2 APBA1 ARL6IP4 ASAP2 ASCC3 ASCL2 AVEN BCAT1 BLTP2 BRD9 C11orf80 C1orf105 C1orf21 C3AR1 CALB2 CBX5 CCDC22 CCNC CCR5 CD1D CD83 CDC42 CDC42BPA CEBPA-DT CENPC CLK3 COL9A3 COPZ1 CORO1A COTL1 CPSF1 CTRC CYP17A1 DCAF1 DDX39A DMC1 DNAH17 DNAJC3 DXO DYRK2 EEF1AKMT2 EEF2 EIF2D EIF3J EIF3L ERLIN1 ERMAP ESM1 F13A1 FAM168B FGL2 FHOD3 GAS7 GCG GFM1 GNPAT GPC5 GPN1 GPSM2 GPX4 GSTA3 H2AC14 HEBP1 HPD HTR7 IDE IFNA5 IGFALS IGLL3P IKZF3 IL10RA IL1R2 IL37 IMPDH2 IMPG1 IPO4 IPO5 IREB2 IRF3 IRF8 ITGAE ITGAV ITIH3 ITK IZUMO4 KRT12 LAGE3 LANCL2 LAPTM5 LIMS1 LINC00667 LMO1 LRCH4 LRRC17 LRRFIP2 LTA4H MAGI2 MAN2B1 MAP1A MAP9 MARF1 MARK3 MAT1A MKNK2 MLF1 MLXIPL MMP16 MPZL2 MRPL48 MUC4 NAA80 NAIP NEBL NEFM NEK11 NOX3 NUDT9 OCM2 ONECUT1 OPCML OR7E156P PGF PIERCE1 PIGQ PIP4K2B PKD2L2 PLA2G2F PLAAT1 PLOD3 PLS3 POM121 PRKACA PRKAR2A PRRC1 PSENEN PTGDR PTH RAD17 RASAL2 RBM3 REXO5 RFX1 RFXAP RGL1 RNF39 RPL18 RRAS2 SAGE1 SAYSD1 SCYL2 SERINC5 SERPINB10 SIPA1L3 SLC17A9 SLC4A7 SLC7A11 SLCO1A2 SMUG1 SNTG1 SPAST ST13 ST8SIA2 STK11 SULT1C2 TACSTD2 TBC1D5 TCEAL1 TDRD3 THAP4 TMCO3 TMEM100 TMEM40 TMPRSS4 TOM1L2 TP53BP2 TRMT112 TRPS1 TSHR ULBP1 USP22 VARS1 VPS16 VPS45 WSCD1 ZKSCAN5 ZNF215 ZNF287 ZNF667 GSE42021_CD24LO_TREG_VS_CD24LO_TCONV_THYMUS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE42021_CD24LO_TREG_VS_CD24LO_TCONV_THYMUS_DN ACTL6B ACVRL1 ADAM28 ADPRM AKT1 ALDH3A2 AMBP ANAPC11 ARHGAP45 ARHGDIA ARL10 ARPC1A ATP5PO ATP6V0E1 AURKAIP1 BAK1 BCAT2 BMP5 C1QB CAPNS1 CD93 CDC37 CDK5 CHCHD7 CIAO1 CIAO2B CLPP CLTA COL13A1 COLGALT1 COMMD2 COX7A2 CSK CSNK1G2 CTSA CTSE CYBA DAP DCTN3 DDX39B DFFA DUS1L DYNLL1 ECHS1 EEF1B2 EIF3K EIF3L ENO1 ENO3 ERP29 ESRRA ETHE1 F8A1 FES FKBP8 FLCN GBA2 GDF3 GNAS GOLGA3 GRN GTF2F1 GTF2H4 GUK1 HLA-DMA HSF1 HSP90B1 IL18 ING4 INTS3 IRGM JMJD8 LMAN2 LMF1 LY86 LYPLA2 MAF1 MAN2B1 MAP4K2 MAPK10 MAPK3 MAST3 MBD3 MEA1 MFSD5 MIPOL1 MKNK2 MRAS MRPL20 MRPL34 MRPS12 MRPS25 MSH2 MXD4 NAA38 NAXE NBR1 NCBP2AS2 NDST2 NDUFA8 NDUFS3 NELFE NPEPL1 NSUN2 NUBP1 NUP85 PCBD2 PCNT PDHA1 PEX19 PIGX PKIG PNKP PNPLA2 PPFIA4 PPIB PPP1R21 PREPL PRKCD PRKCSH PROM1 PRPF31 PRPF38A PRPF6 PSEN1 PSMB6 PSMD3 PSME1 PTCD2 PTPN18 RAB8A RACK1 RAD1 RAD50 RASD1 RBCK1 RBM42 RCAN3 REEP5 RERE RGL2 RING1 RNASEH2A RPL19 RPL28 RPL3 RPP25L RPS16 RPS5 RPUSD4 RSRP1 SAP30 SCAF8 SCARB1 SCEL SDHB SDHC SEC61A1 SEC61B SELENOH SEMA4A SEMA6B SESN1 SLC38A10 SLC4A8 SMARCB1 SNRPD2 SNX12 SRP9 STAT5B STOML2 STRN4 SUPT4H1 TALDO1 TBC1D22A TFIP11 TIMM8B TLE5 TMEM179B TMEM259 TNFSF10 TOR1B TPI1 TRPC5 TTC14 TXNIP TYMP TYSND1 U2AF1L4 UBALD2 ULK1 UQCRC1 URM1 VAMP8 VPS72 WWP2 XRCC1 YIF1A ZFYVE19 ZNF808 GSE42021_CD24LO_TREG_VS_CD24LO_TCONV_THYMUS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE42021_CD24LO_TREG_VS_CD24LO_TCONV_THYMUS_UP ACR ACY1 ADGRB1 AGAP3 AGPAT3 AGXT AK1 AKIRIN1 AMFR ANGPTL2 ANXA10 AP3S2 ARF6 ASH1L ATN1 AXIN1 B3GALT1 BANP BCL3 BIRC3 BLZF1 BMP8B CACYBP CAMK4 CCL4 CD34 CD93 CDC123 CDK1 CDKN2AIPNL CEP350 CERK CFAP20 CHMP4B CINP CLASRP CLDN11 CLK1 COL9A2 CPEB1 CPT1A CTSV CXCR4 CYB5A CYB5R3 DBNDD2 DBT DGUOK DICER1 DOK1 DYNC1H1 EIF1AX ELP2 ENPP2 ERP44 FAM3C FAM8A1 FEZ2 FGF3 FGG FHOD3 FST FZD1 GABARAPL1 GALNT2 GANAB GART GFER GJC1 GLO1 GMIP GP1BA GP1BB GP9 GPSM1 GSTM5 HCN1 HLA-DQA1 HLA-DRB1 HMCES HNRNPU HOMER3 HOXB9 HRH1 IDS IL13 IL1A ILK IMP3 ITFG1 JMJD6 JUN KCNK2 KCTD20 KIF16B KIN KLHL7 LAGE3 LAMA5 LAMTOR2 LASP1 LAT2 LCN2 LGALS9B LIMK2 LSM4 LSS LTC4S LUC7L LYL1 M6PR MAP4K4 MAPK14 MAPK7 MET MIF MIPOL1 MIX23 MLF2 MMP9 MRPL36 MRPS25 MS4A6A MYH4 MYOM2 NAB2 NPPC NSD1 NTSR2 NUDT4 NUP54 OR2H1 PALM PDAP1 PDE8A PIM1 PITPNC1 PLAGL1 PLPBP POLR1H POU5F1 PPP1CC PRG2 PROCR PRXL2A PSMD1 PTH PTRH2 PTTG1IP RAB10 RCAN1 RCC1 RFC3 RHOT1 RPS6KA2 RSAD2 S100A11 SAP30 SART3 SKI SLCO3A1 SMARCA2 SMC2 SNRK SPARCL1 SRCAP STAM2 SUN1 SYPL1 TAB2 TAC1 TACR1 TAF8 TARDBP TCEAL9 TENT5C TIPIN TM7SF3 TNFAIP2 TNFAIP8 TNNI1 TNPO3 TOLLIP TRAPPC10 TRIM13 TRPC5 TUBGCP4 UBLCP1 UBXN1 UTRN VAV1 WNK1 WRN XRCC1 XRCC5 XRCC6 YTHDC1 YWHAQ ZNF740 ZRSR2 GSE42021_TCONV_PLN_VS_CD24HI_TCONV_THYMUS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE42021_TCONV_PLN_VS_CD24HI_TCONV_THYMUS_DN ABCC5 ABCD3 ADAMTSL3 ADGRG2 AHCYL1 AICDA ANK3 ANKRD2 ANXA6 AP1M2 APMAP APOBEC3B AQP3 ASF1B ATP5PF ATP6V1H B4GALT4 BCAS4 BCR BEGAIN BRME1 C1orf116 CA12 CALU CAP2 CASK CAVIN1 CD2BP2 CD9 CDHR1 CEP72 CERK CLSTN1 CNPPD1 COIL COL21A1 COPS8 CREB3L2 CRELD2 CTDSPL CUL4B CUL9 CUTA DDX24 DEPTOR DEXI DHCR7 DLG1 DNAJB9 DPY19L1 EBP ECM2 ELOVL6 EMC9 EML1 EMP3 ENO2 EPB41L1 EPB41L4B ESPL1 EXT1 FAM114A1 FAM131A FANCI FBN2 FOXA1 FUZ GABRR2 GAL3ST1 GALNT7 GM2A GMFB GNB1 GNB5 GPC1 GPRC5A GPRC5B GTF2H5 GTF3C1 GTSE1 GYG2 H1-5 H2BC11 HERC5 HERC6 HJURP HOMER3 HOXA10 HS1BP3 HSPA12A HSPA2 HTRA1 IFI27 IFI44 IFI44L IFI6 IFIT1 IFNA6 IGSF3 IRF7 ISG15 JAG2 JUP KANK2 KCNG2 KCNJ9 KDM8 KIAA0232 KIFBP KRT19 LAMP3 LASP1 LIN28A LRP4 LRRC19 LSS LY6E MAEA MALL MAN2B2 MARCKS MB MEGF9 MGLL MISP MMP24 MPP2 MX1 MX2 MYD88 MYH10 MYO5C NACC2 NAE1 NDRG1 NIPSNAP1 NKX6-1 NMB NRCAM OAS1 OAS2 OAS3 OASL PAAF1 PALLD PBX3 PCOLCE2 PCSK5 PDIA2 PDXDC1 PIGG PIK3CB PNMA8A PPL PRKCH PRORP PRSS23 PSORS1C2 PYY RAB40B RABAC1 RAD51 RAP1GAP RBM4B RHOD RIGI ROR1 RPA1 RPS6KA4 RS1 RTN2 SCARA3 SDC1 SERPINE2 SLC25A10 SLC3A1 SLCO2B1 SMAGP SMARCA2 SORT1 SOX9 SPINT2 SSTR1 SYBU SYNGR3 SYNM TDRD7 TGFB1I1 TPCN1 TRIM14 TUBA1A UCP2 UNC119B UNC13A UNC93A USP18 YIF1B ZNF185 ZNF768 GSE42021_TCONV_PLN_VS_CD24HI_TCONV_THYMUS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE42021_TCONV_PLN_VS_CD24HI_TCONV_THYMUS_UP ACO1 ACSL3 ACSL5 ADAP1 AHCYL2 AK2 AK4 APOL1 APOL2 APOL3 APOL6 ARID5B ARIH1 ASCC3 ASPM ATF3 ATP10D BACH1 BATF3 BCO1 BMAL2 BTN2A2 BTN3A1 BTN3A2 BTN3A3 C1S C3 C3orf14 C5orf15 CALCOCO2 CASP1 CASP7 CASP8 CCDC68 CD38 CD40 CD47 CD74 CDC42EP4 CEACAM1 CFH CIR1 CLEC2B CREG1 CTBS CTDSP2 CTSC CTSS CXCL11 CXCL2 CXCL5 CYLD DENND5A DESI1 DNAJC1 DNAJC7 DNPEP DOCK4 DPYD DRAM1 DUSP10 DYRK2 EIF3M ERAP1 ERLIN1 FADS3 FAM111A FLT3LG GBP1 GBP2 GGCX GSAP GSTK1 GUK1 HEG1 HLA-E HLA-F HLA-G ICAM1 ID1 IDO1 IFI30 IFI35 IFRD2 IGFLR1 IL15RA IL1R2 IRF1 IRF8 ISG20 ITGAL ITGB6 ITM2B JAK2 KARS1 KDM7A KIAA0586 KIF2A KLF4 LAP3 LARP1 LEPROTL1 LGALS13 LILRB1 LSM12 LTBR LXN MAFF MAX MCL1 MET MLF1 MREG MSRB1 MTG1 MTHFD2 MTIF2 NAMPT NBN NDST2 NDUFA9 NFE2L3 NKX3-1 NMI NR2C2 OPTN PARP3 PCM1 PCSK6 PHEX PLAAT4 PLEKHF2 PMAIP1 PPWD1 PSMA3 PSMA4 PSMA6 PSMB10 PSMB8 PSMB9 PSME1 PSME2 PTGIS PUS3 RAB27A RARS1 RBCK1 RBM7 RBMS1 RFX5 RIOK3 RNF114 RNF115 RNF19B RTP4 RYR2 SBNO2 SECTM1 SEMA3F SIX1 SLC14A2 SLC15A3 SLC25A22 SLC25A28 SMC6 SOCS1 SOD2 SOS1 SP140L SQOR ST8SIA4 STAT3 STS TAP1 TAP2 TAPBPL TBC1D5 TGM2 TLR3 TMEM140 TNFRSF1B TOP1 TRAFD1 TRIM22 TRIM31 TRIM38 TRMO TXNL4B UBE2L6 UBXN4 USO1 VEGFA VPS13C VPS26C WARS1 WDR25 ZFP36 ZNF22 ZNF277 ZNF7 GSE42021_TCONV_PLN_VS_CD24INT_TCONV_THYMUS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE42021_TCONV_PLN_VS_CD24INT_TCONV_THYMUS_DN ABCC5 ABHD17A ACKR2 ACR ACTR3 ADA ADGRB1 ADRA1A AKIRIN2 ALDH1A1 ANXA10 AOC1 AP5S1 ARGLU1 ARHGDIB ARL6IP1 ATP6V0C B3GALT1 B4GALT6 BAG2 BANF1 BCL2L2 BLMH BMI1 BMP8B BOLA3 BRD2 C1orf174 C3orf38 CAPN3 CAPN6 CBFB CBX4 CBX6 CD151 CD93 CDCA3 CFL1 CFTR CHRNA6 CLEC16A CNN1 COPS6 COPS7A COTL1 CPEB1 CYBA CYP7B1 DAGLB DCTN5 DLG1 DNM1 DPP7 DTD2 EIF4A3 ELANE ELOF1 ELP3 ENTPD6 EPHA6 ERG28 ESR1 ESYT1 EYA1 F2RL2 FBLN2 FGF13 FGF4 FOSB FOXC2 G6PD GFI1 GGPS1 GHRH GJC1 GLA GNAO1 GPAA1 GRINA HAT1 HCN1 HIF1A HMX1 HOMER3 HOXB9 HTR1D IGHM IGLC1 IHH IKZF2 IL13RA1 IL27RA IL9 INTS9 IP6K1 ITCH ITGA3 ITK ITSN1 KCNJ9 KDELR2 KHDC1L KLF4 KLF9 KLRG1 KRT1 LCN2 LIFR LOX LTF LYL1 MEA1 MEMO1 MFSD1 MKI67 MRPL14 MRPL40 MRPS18B MST1 MST1R MUC13 MYL11 MYOD1 NBEAL2 NDUFB2 NECAP1 NME6 NMUR1 NPC1 NRGN NUCKS1 ODC1 OR13J1 OR4E2 OST4 P2RX7 PARP6 PCNT PDLIM1 PER3 PHETA1 PHF23 PLXND1 POLE3 POLR2A PRKCZ PRPF31 PTPRK RAB33B RAB3IL1 RAD51AP1 RBM22 RGS14 RIOK3 RND2 RNF10 ROS1 RPIA RPS15A RPS27 RTL6 RTN1 S100A6 SERPINA6 SETDB1 SGCG SHISA5 SLC25A19 SLC25A51 SLC3A2 SMNDC1 SMPD2 SOX10 SPNS1 SREBF1 SSTR2 TCF7 TCN2 TDRP TEAD1 TINF2 TIPARP TMEM38B TMEM68 TOMM40 TPM3 TPT1 TRIM11 TRIM46 TRPC5 UBA3 UBD UBE2J2 UNC119B UNC45A UPP2 VPS16 WNT3 XRCC5 YIPF3 GSE42021_TCONV_PLN_VS_CD24INT_TCONV_THYMUS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE42021_TCONV_PLN_VS_CD24INT_TCONV_THYMUS_UP ACADL ACADM ACSL4 ACTN2 ANGPTL2 ANKRD40 ANP32A ARF4 ARL8B ATP6V0B BMP4 BNIP3L BPGM BTG1 CACYBP CAMK4 CD82 CD86 CDC7 CDH11 CDK1 CELSR1 CEP350 CERK CETN1 CLIC4 CLK1 CNIH2 COL9A2 COQ5 COX6C CPSF3 CRAT CS CSN2 CTSF CXorf38 DFFB DICER1 DNPEP DPYSL4 DYNC1I2 ELL2 EMC6 EPB41L4A-AS1 EPB42 EPHA3 ERGIC2 FAAP20 FAM8A1 FBXW11 FDFT1 FGF5 FHDC1 FHOD3 FOLR1 FOXJ1 GSN GTF2A2 GUCY1B1 H1-3 H3C14 HAGH HES1 HLA-DRB1 HLA-G HMCES IDS IGFALS IL15 IMP3 INS IQGAP1 IREB2 ISLR ITFG1 ITGA6 ITGAV ITPR2 KIF16B KIF3A KIFAP3 KMT2E KRTAP19-5 LEPROT LY75 MAP4 MBD2 MED11 METTL26 MIX23 MPRIP MRPL30 MRPL9 MRPS25 MT3 MYCN MYH4 MYH6 MYO10 NAE1 NDUFA12 NELFE NIPBL ORC6 PARK7 PC PCDHA11 PDK3 PDLIM7 PEPD PEX13 PGAP4 PIK3CA PIP4P2 PIP5K1A PKN2 PNN POU5F1 PPA2 PRR5 PSENEN PSMB8 PTDSS1 PTPRB PTPRN PTTG1 RAB18 RAB31 RAB5A RAI2 RALA RAMP3 RAP1A RBM6 RBM8A RCAN1 RCC2 RFC3 RFK RNF138 RNF44 RNPEPL1 RPL22 RPL7 RSPH3 RTCB RUVBL1 S100A5 SCGB1A1 SCOC SCP2 SERPINB6 SF3B2 SIAE SKI SLC25A4 SLC38A10 SLC52A2 SMIM30 SMTN SNRK SNX14 SOS2 SPA17 SPAG7 SPTAN1 SRCAP SRPK3 SRSF1 SRSF10 SURF1 TBC1D14 TBL1XR1 TCAP TCF12 TCP11 TDP2 TENT5C TM4SF5 TM7SF3 TM9SF2 TNFSF4 TRIM13 TRIP12 TSHB TSPAN9 TUBA3C UBE2Z UBLCP1 UEVLD UQCRHL USP33 WBP11 WDR1 WNK1 WNT5B XRCC6 YWHAQ GSE42021_TCONV_PLN_VS_CD24LO_TCONV_THYMUS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE42021_TCONV_PLN_VS_CD24LO_TCONV_THYMUS_DN ABCC3 ACOD1 ACP6 ACR ADGRB1 ALCAM ANXA10 AP3S2 AQP1 AREG ARMC1 ASF1A ASXL1 ATF4 ATP13A2 ATP1A1 ATP6V1E1 AXIN1 B3GALT1 B3GNT2 BCL3 BIRC3 BLMH BMP10 BMP8B BOLA3 C11orf16 CAPN9 CCR1 CD160 CD93 CDK1 CEBPB CLEC4D COASY COIL CPEB1 CRYGB CTSG CTSK CTSV CXCR3 CYBB DDR1 DLX2 DOCK5 DPM2 DPP7 DYNLT1 ECPAS EIF2B1 EIF3F EIF4ENIF1 EMB EMP3 ESD ESYT1 F5 FAM53A FKBP4 FRRS1 FSTL1 FSTL3 GAA GABARAPL1 GAPDH GFER GGPS1 GJC1 GLO1 GNS GOLIM4 GP1BA GPSM1 GRIN2C GRK5 HCN1 HIF1A HMX1 HNRNPU HOMER3 HOXB9 HOXC8 HRC HRH2 HYAL2 ITGAM JUN KANSL2 KAT7 KCNN4 KDR KHDC1L KIF4A KIN KLF17 KLF9 KYAT3 LAMP2 LCN2 LIG3 LIPA LLGL1 LTBP3 LYL1 MAFF MAP1LC3B MCRIP1 MEF2A MINPP1 MIPOL1 MKLN1 MMP13 MTF2 MYOG NCAPH NECAP1 NELFA NME3 NME6 NOLC1 NPHP1 NR1H4 NR5A1 NRAS OR2H1 ORC2 OTC P2RX7 PABPN1 PAK2 PAPOLA PARP16 PCLAF PDPN PGD PIM1 PLAUR POLR2A POPDC3 POU5F1 PRDX1 PRDX4 PRKCB PTPRK PTRH2 PUM3 R3HCC1 RAB33B RALB RHPN2 RIC8A RPA2 RRM2 SAA1 SDC2 SERPINB2 SIAH1 SIDT2 SIM2 SKI SLC30A1 SLC5A1 SOAT1 SRXN1 SSR2 SSR3 ST6GALNAC5 STAC STAM2 SYPL1 TACR1 TARDBP TCEAL9 TDRP TEAD1 TEX264 TGFBI TIPARP TMEM208 TMEM50B TMUB2 TNFAIP2 TRAF4 TRPC4AP TRPC5 TSSK2 TXNDC5 TXNRD1 UBE2C UBR4 UGP2 USO1 USP9X VAV1 WARS1 WDR45 XRCC5 ZBTB20 ZFP37 GSE42021_TCONV_PLN_VS_CD24LO_TCONV_THYMUS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE42021_TCONV_PLN_VS_CD24LO_TCONV_THYMUS_UP AADAC ABHD14A ACTN2 ADGRL1 AGTRAP AKT1 ARF4 ARHGEF1 ARIH1 ARL3 ATE1 ATRX B3GALNT2 C1orf52 C8orf82 CASP12 CCDC117 CCDC93 CCNDBP1 CCNF CDC42SE1 CDH11 CDKN1B CEBPZOS CETN1 CLIC4 CLVS1 CNIH2 CNOT7 CNTFR CNTN1 COL9A3 CPSF4 CRYAA CRYBG1 CTRB2 CUL1 CUX1 CYFIP1 DDX4 DICER1 DLGAP4 DNAJB2 DNAJC13 DPYSL4 DTD2 EBP EPHA3 EXO1 FABP4 FAM216A FGF5 FIP1L1 FKBP5 FOXN1 GCAT GNAI1 GNB4 GPR137B GSTK1 GYG1 H1-3 HAGH HAS2 HASPIN HLA-G HMCES HOXA4 HSD17B2 HSPG2 IFNB1 IFT25 IGFALS INS INTS5 IRF1 ITPR2 IVNS1ABP JUP KIF2C KLHL7 KLK8 KRT12 KRTAP13-2 KRTAP19-5 LAGE3 LAMA4 LPCAT1 LSM14B MAP3K11 MAP4 MARS1 MBTD1 MCEE MCL1 ME1 MLYCD MPC2 MRAP MRPL15 MRPL42 MRPS15 MRPS21 MRPS36 MS4A1 MYCN MYH6 NCOA3 NDUFA12 NDUFB3 NDUFS2 NEDD8 NFIL3 NR1H3 NTSR1 PADI3 PAPSS2 PARK7 PCBD2 PDCD4 PDE6B PGLYRP1 PIMREG PITPNM1 PKP1 PODXL PPP2R5D PRR5 PSMD12 PTPRB PURB RABEPK RAI2 RAX RBL2 RBM6 REL RETN RETSAT RFX1 RFX2 RNASEK RNF181 RNF5 RTCB S100A4 S100A5 SCGB1A1 SCP2 SDHAF2 SERPINB6 SLC2A3 SLC37A4 SLC38A10 SMARCD2 SMTN SPA17 SPAG7 SPINK4 SPTSSA SRPK3 STS SUDS3 SUPT6H TAP1 TAX1BP3 TBC1D14 TBR1 TBRG1 TGFB2 TM4SF5 TMCO1 TMEM168 TNFRSF4 TOMM7 TPM2 TRAF2 TRAF6 TRAPPC12 TSC22D1 TSPAN9 TUBA3C TUBGCP3 TUFM TXNDC17 UBE2G1 UBE2T UBE3A UQCRHL VPREB3 VPS45 VSX2 WDR55 WNT5B XPA YJU2 ZBTB22 ZFP28 ZFP62 ZNF688 GSE42021_TCONV_PLN_VS_TREG_PRECURSORS_THYMUS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE42021_TCONV_PLN_VS_TREG_PRECURSORS_THYMUS_DN AASS ABRACL ACOD1 ACSL1 ADAM9 AGFG1 AMBP ANGPTL4 APAF1 ATP13A3 B4GALT3 BCL2A1 BCL3 BHLHE40 BIRC3 CA2 CCL13 CCL7 CCND2 CCNL2 CD14 CD40 CD53 CDKN1A CEBPB CEBPD CLCN5 CLEC4D CLEC4E CPD CR1L CRKL CSNK1A1 CTPS1 CXCL2 CXCL9 CYFIP1 DCUN1D5 DDX3Y DLD DNAAF10 DPP6 DUSP1 DUSP16 EHD1 EIF1AY EIF6 ERRFI1 ETS2 EXOSC5 EXT1 FCGR2B FNDC3A G3BP1 GBP7 GCH1 GLIPR2 GPR3 GTPBP4 HERPUD1 HIF1A HIVEP1 HK2 HNRNPH1 HNRNPK HSP90AA1 HSPA5 HUWE1 ICAM1 ID1 IER2 IFNAR1 IFRD1 IL10 IL15 IL1A IL1B IL1RN IL4R ILF3 INPP5B IST1 JAK2 JARID2 JUNB KCMF1 KDELR3 KDM3A KLF3 KPNA3 LCN2 LCP2 LDAF1 LGALS4 LPAR1 LRRC58 LTBP1 MAP2K4 MAP3K8 MAP4K4 MAPRE1 MARCHF7 MARCKSL1 MCOLN2 MDM2 MED20 MFSD14A MMP10 MMP12 MMP13 MMP14 MRPL52 MSR1 MTDH MTMR14 MYADM MYC MYD88 N4BP1 NAB1 NAB2 NEK6 NFKB1 NFKB2 NFKBIB NFKBIZ NOP58 NSMCE1 NUPR1 OTUD5 PAK1IP1 PBRM1 PDGFA PDPN PELI1 PHOX2A PIAS2 PIM1 PLA2G4A PLAUR PLEKHA1 PPIC PROCR PSMA6 PTGES PTGS2 RAB10 RAB12 RELB RHOB RHOQ RIOK3 RNF103 RNF145 RNF149 RNF19B SCAMP1 SELP SERPINB2 SERPINE1 SERTAD1 SH3GL1 SLC11A2 SLC12A7 SLC30A4 SLC31A1 SNX10 SOCS1 SOCS3 SOWAHC SPATA13 SRGN SRSF10 SSX2IP ST3GAL4 STARD7 STAT3 STAT5A STIP1 STK40 TANK TARDBP TAX1BP1 TBRG4 TES TLE3 TNFAIP2 TNFSF9 TOP1 TRA2B TSR1 TXNRD1 UBE2D3 UGCG UTP4 VASP VCL YTHDF3 ZEB1 ZNRF1 GSE42021_TCONV_PLN_VS_TREG_PRECURSORS_THYMUS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE42021_TCONV_PLN_VS_TREG_PRECURSORS_THYMUS_UP ABL1 ADGRA3 ADGRG1 AGAP1 AGO2 AGPAT5 ALLC AMIGO2 ANKRD28 AP1S2 APPL2 ARL4A ARRB2 ASTE1 ATP2B1 AZIN1 BAG5 BAMBI BFAR C2CD2 C6orf120 CA9 CADM4 CAMSAP1 CAMSAP2 CASC3 CCS CELP CERK CHST15 CHST3 CLIC3 CNN2 COQ8A COTL1 CREB3L2 DCLRE1A DCTD DERL1 DESI2 DIP2C DKK1 DLC1 DLEU1 DTL DUSP14 ENO2 EPAS1 EPHX3 EPN2 EXOSC7 EXTL1 FAM114A1 FAM171A1 FAM200C FBXW11 FKBP15 FLAD1 FOXD1 FSTL3 GALNT10 GCKR GDE1 GET1 GLDC GPRC5A GPRC5C GRB10 GRK6 HILPDA HNF1B IFT81 IMP3 ING4 IQSEC1 IVNS1ABP JAG2 JUND KANK2 KCMF1 KIAA0232 KIF3C KLHL9 KRT20 LAMC2 LMCD1 MADD MAN1A2 MAP3K9 MAPKAPK5-AS1 MARCKS MCM3AP MEGF9 MELTF MEX3C MFAP3 MLLT11 MMP24 MRAS MRC1 MRTFB MTFR1 MYBL1 MYH10 MYL12A MYO5C NACC2 NFIB NKRF NUAK1 ODC1 OSBPL11 OTUB2 OXTR P3H4 PAGE1 PALLD PARN PAX9 PBX3 PDE10A PDZD8 PFKFB3 PGM1 PHF20 PHLPP2 PIK3CD PLAU PLEKHG3 PLPP1 PMCHL1 POGK POLR2C PPFIBP2 PPME1 PPP1R3C PRKCA PRSS23 PTCH1 RAP1GAP RAP2C RASSF2 RBM15 RGS3 RHOBTB1 RHOQ RNASEH1 RNF139 RPE RRM2 RRS1 RYK SCAI SDC4 SEC16A SERTAD2 SGK1 SLC20A1 SLC25A32 SLC25A37 SLC29A3 SLC7A11 SMOX SOX9 SPEN SPRY2 SQLE SRSF8 ST3GAL5 STX7 SYNE1 TBL1X TFAP2C TG TGFA TGFBR2 THSD7A TMEM120B TNKS TOLLIP TOR1B TRAF1 TRAF3 TRAK2 TSC22D1 TTC3 TUG1 UBL3 UBL4A UBN1 UBR7 YPEL5 ZBED5 ZBTB1 ZCCHC14 ZFAND5 ZMIZ1 ZNF133 GSE42021_TREG_PLN_VS_CD24HI_TREG_THYMUS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE42021_TREG_PLN_VS_CD24HI_TREG_THYMUS_DN ABL1 ACOX1 ACSS1 ADD1 AKT1 ALDH3A2 ANAPC11 AP1B1 APOBEC1 ARHGAP9 ARRB1 ASNSD1 ATM ATP5PO ATP6V0A2 ATP6V0D1 ATP6V1D C1QB C9orf78 CASP9 CBX4 CD93 CD99 CDC42SE1 CDCA7L CDK2AP2 CDT1 CERK CFAP20 CLN6 CLN8 CLTA CMTM8 COL13A1 COLGALT1 COMMD4 CPT1A CSK CSNK1G2 CXCR4 DAGLB DAP DBNDD2 DBP DDX39B DFFA DIP2B ECH1 ECHS1 EIF3K EIF4EBP2 EPC1 EPRS1 FES FLCN FNTA FOXO3 FRAT1 GGA2 GLB1 GNA12 GNAS GOLGA3 GRN GTF2H4 GTF3C1 GUK1 HFE HLA-DMA HRAS HSD17B11 IDH2 ILK IMP3 ING4 INTS3 JOSD2 KANK3 LAT2 LEMD2 LEPROT LRP1 LSR LYL1 MAN2B1 MAPK3 MAST3 MAT2B MCM10 MKNK2 MRAS MRPS25 MRTFA MXD4 MZT2B NBR1 NCBP2AS2 NDUFA8 NDUFB9 NDUFS3 NELFE NFIC NICN1 NME3 NME4 NME6 NSMCE4A OGDH ORC5 OTULINL PAFAH1B3 PAQR7 PCBD2 PEX11B PIAS2 PIGX PKIG PLEKHO1 PNKP PPFIA4 PPP1R21 PROC PRPF31 PRPF6 PSMB6 PTCD2 PTOV1 PTPN18 RAB4A RAD50 RASA3 RBCK1 RCAN3 REEP5 RERE RGL2 RGS2 RIMOC1 RING1 RIT1 RNF220 RPL19 RPL28 RPL3 RPS5 RPS6KB2 RSU1 SAMM50 SARAF SCAMP2 SDHB SEC14L1 SEC61B SESN1 SGK1 SIRT3 SLC27A1 SLC35A1 SLC38A10 SLC4A8 SLC50A1 SNX12 SPSB2 SRP9 SRPK2 ST6GAL1 STMP1 STX2 SUPT4H1 TALDO1 TBC1D22A TEN1 TENT5C TEP1 TFIP11 TLE5 TMEM126A TMEM179B TMEM223 TMEM37 TNFRSF21 TPGS1 TRIM47 TSPAN32 TUBB2A TYMP UBALD2 UBE4B ULK1 UQCRC1 VAMP8 VPS37B WASHC2A WDR81 WIPI2 XAB2 XRCC1 YPEL3 ZFAND2A ZFYVE19 GSE42021_TREG_PLN_VS_CD24HI_TREG_THYMUS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE42021_TREG_PLN_VS_CD24HI_TREG_THYMUS_UP AAK1 AASS ABRACL ACSL4 ANGPTL2 ANKRD28 ARF6 ARIH2 ARPP19 ATP13A3 ATP6V1H B4GALT1 BHLHE40 BIRC3 BTG2 BTG3 C2CD2 CACNA2D1 CAVIN1 CCL13 CCL7 CD14 CD83 CDKN1A CEBPB CHPF CLCN4 CLEC4D CLEC4E CLTC COPS4 CPE CPEB2 CPLX1 CRABP2 CTPS1 CUL2 CXCL2 CXCL3 DAZAP1 DDX3Y DDX46 DDX5 DHX15 DLD DNAAF10 DNAJA1 DNAJB6 DPP6 DUSP1 DUSP2 EEA1 EEIG1 EGR1 EGR2 EHD1 EI24 EIF5 ELAC2 ELF3 ERRFI1 ETF1 ETS2 EXOSC5 F2RL3 FAM83H FAU FBLN2 FN1 FOS FRRS1 GADD45B GDPD3 GJA1 GRIN2B GSTM3 GTF2E2 GTPBP4 HLA-A HNRNPK HOXD8 HSP90AA1 ICAM1 ID1 IER2 IER3 IFRD1 IGF2 IGF2BP1 IL10 IL1A IL1B IL1RN IL27RA IL7 ILF3 IRF1 IST1 JUNB KCMF1 KCTD12 KDELR3 KRAS LAPTM4A LDAF1 LGALS4 LIN7C LRRC58 MADCAM1 MAP2K4 MARCHF7 MARCKSL1 MDM2 MEF2D MFSD14A MMP12 MMP14 MOB1B MYC MYL4 NCOA6 NDEL1 NF1 NFE2L2 NFKBIA NFKBIZ NOTCH2 NPY1R NPY2R NR4A1 NUP88 NUPR1 PAK1IP1 PCSK6 PDGFA PELI1 PHLDA1 PIAS2 PIM1 PLAUR PLXNA3 PPIC PPP1R15A PPP3CA PSCA PTGS2 RAB12 RAB18 RAD51B RBM18 RELB RHOB RIOK3 RMND5A RPL31 RREB1 SERPINE1 SERPINH1 SGK1 SLC20A1 SLC25A15 SLC30A3 SLC30A4 SMAD6 SMAP1 SMARCA2 SNCB SOCS3 SPG21 SQSTM1 SRGN SRY STAT4 STK40 TANK TAX1BP1 TBRG4 TES TGIF1 TMC6 TNF TNFAIP2 TNFSF9 TOP1 TRA2B TSHB TSR1 TXNRD1 UBA3 UGCG UGDH UPP1 UTP4 VCL YES1 ZFP1 ZFP36L1 ZFP62 ZNF644 ZNF706 GSE42021_TREG_PLN_VS_CD24INT_TREG_THYMUS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE42021_TREG_PLN_VS_CD24INT_TREG_THYMUS_DN ADAP1 ADAR ADGRE1 APOL1 APOL2 APOL3 APOL6 ATP10D B2M BATF3 BCO1 BST2 BTN3A1 BTN3A2 BTN3A3 C1R C1S C3 C5orf15 CA11 CALCOCO2 CASP1 CASP4 CASP7 CASP8 CCR8 CD38 CD47 CD74 CDC42EP4 CDK18 CFB CFH CTNNBL1 CTSC CTSL CTSS CXCL2 DDX60 DENND5A DNPEP DOCK4 DRAM1 EIF3M ERAP1 ERAP2 ERLIN1 FAM111A FAS FLT3LG FOSL2 FZD10 GBP1 GBP2 GCH1 GSTK1 GSTO1 GUK1 HEG1 HLA-A HLA-B HLA-C HLA-E HLA-F HLA-G HLA-J HPGDS IDO1 IFI16 IFI27 IFI30 IFI35 IFI44 IFI44L IFIH1 IFIT1 IFIT3 IFIT5 IFITM1 IGFLR1 IL32 IRF1 IRF3 IRF8 IRF9 ISG15 ISG20 ITM2B JAK2 KDM6A KLF4 LAMP3 LAP3 LEPROTL1 LGALS3BP LTBR LXN LY6E MAX MCL1 MIR124-1HG MREG MTF2 MX1 MX2 MYD88 NAMPT NBN NFE2L3 NMI NPC1 NUCB1 OAS1 OAS2 OAS3 OASL OCM2 OGFR OPTN PANX1 PARP12 PARP3 PCM1 PELO PHF11 PJA1 PLAAT4 PLAUR PLS3 PLSCR1 PMAIP1 PML PSENEN PSMA3 PSMA4 PSMA6 PSMB10 PSMB3 PSMB8 PSMB9 PSME1 PSME2 RARS1 RBCK1 RBM7 RFX5 RIGI RIPK2 RNF114 RNF19B RTP4 SAMHD1 SAT1 SECTM1 SEMA3F SERPING1 SHFL SLC14A2 SLC25A22 SLC25A28 SMARCA5 SOD2 SP100 SP110 SP140L SPATS2L SQOR ST8SIA4 STAT1 STAT3 TAP1 TAP2 TAPBP TAPBPL TASOR2 TCIRG1 TEAD4 TGM2 TLR3 TNFRSF1B TRAFD1 TRANK1 TRIM14 TRIM21 TRIM22 TRIM25 TRIM31 TRIM38 TXNL4B TYMP UBA7 UBE2D3 UBE2L6 UBE2Z USO1 WARS1 ZFP36 ZNF22 ZNF277 ZNF7 GSE42021_TREG_PLN_VS_CD24INT_TREG_THYMUS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE42021_TREG_PLN_VS_CD24INT_TREG_THYMUS_UP ABR ABRACL ACOD1 ACSL1 ACSL4 ADAM9 AEBP2 AGFG1 APAF1 ARHGEF3 ASB6 B4GALT3 BCL2A1 BHLHE40 BIRC3 C9orf72 CALCRL CAV1 CCL13 CCND2 CD14 CDKN1A CEBPD CLCN5 CLEC4D CRKL CSNK1A1 CTPS1 CXCL2 CYFIP1 DDX3Y DDX5 DLD DNAAF10 DNAJB6 DSTN DUSP16 DUSP2 EFNB2 EHD1 EIF1AY EIF4G1 ELOC ERRFI1 EXT1 FBXW11 FNDC3A G3BP1 GADD45B GBP7 GCH1 GJA1 GLIPR2 GPC4 GTPBP4 HIF1A HK2 HNRNPH1 HNRNPK HSP90AA1 HSPA1B HSPD1 ICAM1 IER2 IFNAR1 IFRD1 IGF2BP1 IL10 IL15 IL1A IL1B IL1RN IL4R ILF3 IST1 JAK2 JUNB KCMF1 KCTD12 KDELR3 KLF3 KPNA3 LCN2 LCP2 LDAF1 LPAR1 LRP10 LRRC58 MAP2K4 MAP3K5 MAP3K8 MAP4K4 MAPRE1 MARCKSL1 MCOLN2 MDM2 MFSD14A MMP10 MMP12 MMP13 MMP14 MOB1B MRPL52 MSR1 MT2A MTDH MTMR14 MYADM N4BP1 NAA15 NEK6 NFKB1 NFKBIB NFKBIZ NOP58 NOTCH2 NPY1R NUPR1 OTUD5 PAK1IP1 PBRM1 PDGFA PDPN PELI1 PFKFB3 PHOX2A PIK3CA PIM1 PLA2G4A PLAT PLAUR PLEKHA1 PNO1 PPIC PPP1CB PPP1R15B PROCR PSMA6 PSMD14 PTGES PTGS2 RAB10 RAB12 RAB18 RALA RBM18 RELB RHOB RHOQ RIOK3 RNF103 RNF19B SCAMP1 SELP SEPTIN2 SERPINB2 SERPINE1 SERTAD1 SH3GL1 SLC11A2 SLC25A17 SLC30A4 SLC31A1 SLC39A4 SLC7A7 SLK SNTB2 SNX10 SOCS1 SOCS3 SOWAHC SRGN SSB STAT5A STK40 TAB2 TANK TARDBP TAX1BP1 TES TLE3 TNFAIP2 TNFSF9 TOP1 TRA2B TSR1 TXNRD1 UBE2N UFM1 UGCG UPP1 UTP4 VASP VCL WDR77 WTAP YTHDF3 ZFP62 ZNF207 ZNRF1 GSE42021_TREG_PLN_VS_CD24LO_TREG_THYMUS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE42021_TREG_PLN_VS_CD24LO_TREG_THYMUS_DN ADAM2 ADAR ADGRE1 ADRA1B ALPK3 APBB1IP APOBEC3B APOC2 APOL1 ATP6V1H B2M B3GALT5 BRD1 BST2 C1R C1S C3 CCR8 CD101 CD38 CDC34 CDK18 CFB CHCHD7 CHD7 CMTR1 CRELD2 CRH CRYAB CRYZL1 CUL9 CXCL1 CYP2J2 DDX24 DDX60 DOK3 DPT DROSHA DSC2 DUSP13 DYNC1LI1 EIF2AK2 EXT1 FABP2 FZD10 GBP1 GCKR GDNF H1-10 HCP5 HERC5 HERC6 HIF1AN HLA-A HLA-B HLA-C HLA-E HLA-F HLA-G HLA-J HOXA10 HSD3B2 HSPA9 IFI16 IFI27 IFI30 IFI35 IFI44 IFI44L IFI6 IFIH1 IFIT1 IFIT3 IFIT5 IFITM1 IFITM2 IFITM3 IGFBP3 IL19 IL1RN IRF7 IRF9 ISG15 ISG20 KCNIP2 KLHL29 KRT16 L2HGDH LAMP3 LAP3 LGALS3BP LMF2 LMO2 LTBR LY6E MAB21L4 MEF2D MISP MMP20 MMRN1 MX1 MX2 MYD88 MYO1E NECTIN2 NMI NOC4L NR4A1 NT5C2 NT5E OAS1 OAS2 OAS3 OASL OAZ3 OGFR OR2H1 P2RY11 P4HA1 PARP12 PCDHA10 PDIA3 PDLIM1 PGS1 PHF11 PLAAT4 PLAGL2 PLSCR1 PML PRDM4 PRKD2 PRMT7 PSMB8 PSMB9 PSME1 PSME2 PTBP1 PTPN7 RAB9BP1 RFC2 RFPL2 RGS2 RIGI RNF113A RNF31 ROR2 SAMD9 SAMHD1 SECTM1 SEPTIN4 SERHL2 SERPINB8 SHFL SLC19A1 SLC25A10 SLC38A4 SLC9A8 SMAD6 SP100 SP110 SP140L SPANXC SPATS2L STAT1 TAP1 TAP2 TAPBP TBL2 TCL1B TDRD7 TEF TFG TLL1 TMEM62 TOP3B TRAF4 TRANK1 TREX1 TRIM14 TRIM21 TRIM22 TRIM38 TRIM5 TUBA4B TYMP TYROBP UBE2L6 UNC93A UNC93B1 USP18 WBP4 ZFP36 ZNF277 ZNF426 ZNF721 ZNF768 ZSCAN9 GSE42021_TREG_PLN_VS_CD24LO_TREG_THYMUS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE42021_TREG_PLN_VS_CD24LO_TREG_THYMUS_UP ABHD11 ABHD4 ACO1 ACP1 ADAMTS6 ADGRV1 AFDN AGBL5 AHNAK ALOX5 AMZ2 ANKRD26 ANKRD36BP2 AP1M2 AP4E1 ARL6IP5 ASAH1 ATG14 ATG5 AUNIP AVEN BBS9 BMPR1A BMPR1B BTNL8 C3orf14 CCNK CD8B CERK CLEC1B CLK4 CMC4 CNOT7 CNOT8 CNR2 COLQ CPE CRADD CRBN CYBRD1 CYP2A7P1 CYP4A11 DAO DCAF6 DENND2A DHX40 DIAPH2 DIDO1 DNASE1L2 DOP1A DSCC1 DUOX2 DUSP6 ECE2 ECHDC3 EGOT EGR2 EIF2B1 EIF2S2 EIF4B ENC1 FRK FSTL4 GABBR1 GABPB1 GAP43 GET1 GKN1 GMFB GMPR2 GOLGA2 GPR135 GPR31 GPS1 GSK3B GTF2H1 GUCY1B2 HK1 HLTF HNRNPA0 IARS2 IFRD2 IFT46 IGBP1 IKZF5 IMPDH1 ING2 INPP5E ITGAE JAK1 JRKL KIAA0586 KIF2C KMT5B KRT5 LMCD1 LRRC59 LRRC8D LSM7 LY86 MAGEA8 MAGOH2P MAN1A2 MARCHF5 MBP MC3R MCUB MCUR1 ME1 MGAT4B MOCS2 MSANTD2 MTIF2 MTM1 MYL4 MYO1F NACC2 NELFCD NF1 NIPAL2 NME7 NMRK2 NT5DC2 ODC1 OLA1 OSBPL8 OVOL3 OXR1 PABPC4 PDLIM3 PEAK1 PEX2 PIGH PLAC8 PLXNA2 PLXNA3 PMF1 POP5 PPP3CA PRKAR2A PRKAR2B PSG3 PTEN PWAR5 RAB22A RAB33A RAB38 RAB5B RAPGEF3 RFK RHD RIOK3 RITA1 RNF125 RNFT2 RPL11 RXRB SALL2 SCAF4 SENP2 SEPTIN2 SH3GL3 SIRPA SLC35C1 SLC35E2B SLITRK2 SNX13 SPATA1 SPRY4 SRP19 SST ST13 STATH STS STYXL1 TBC1D5 TBX6 TEAD1 TENT5C TMEM126B TMEM260 TMF1 TMX4 TNFRSF10D TNFRSF1B TOM1L1 TRAK2 TRIP10 TTC19 TYRO3 UNC119 VEZF1 VTI1B ZBTB14 ZKSCAN3 ZNF230 GSE42021_TREG_PLN_VS_TREG_PRECURSORS_THYMUS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE42021_TREG_PLN_VS_TREG_PRECURSORS_THYMUS_DN ADAR ADGRE1 ANKFY1 APOL1 APOL2 APOL6 AQP8 B2M BCL2L13 BLZF1 BMP10 BMPR2 BST2 BTN3A1 BTN3A3 C1S CALCOCO2 CASP7 CASP8 CD3E CD47 CD96 CDC42EP4 CFB CHMP5 CREM CYP4F11 CYTH1 DCP1A DDX60 DECR2 DEDD DSP DUSP22 EHD4 EIF2AK2 ELF1 EPPK1 ETS2 EXT1 FAS FMR1 FOXF1 GATA3 GBP1 GNA14 GTF2A1 GTPBP1 GTPBP2 HEG1 HERC5 HERC6 HLA-A HLA-B HLA-C HLA-E HLA-F HLA-G HLA-J ID4 IFI16 IFI27 IFI30 IFI35 IFI44 IFI44L IFI6 IFIH1 IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 IFITM2 IFITM3 IGFLR1 IL12A IL15 IL15RA IL22RA1 IRF1 IRF7 IRF9 ISG15 ISG20 JADE2 KLHL11 LAMP3 LAP3 LARS2 LGALS3BP LMO2 LPAR4 LY6E LYPD3 MAFF MSRB1 MX1 MX2 MYD88 NAPA NFE2L3 NKX3-1 NLE1 NMI NRP1 OAS1 OAS2 OAS3 OASL OGFR OPTN OR1A2 OR2H1 OSMR PARP12 PARP4 PARVA PCDHGA11 PHF11 PLSCR1 PLSCR4 PLXNB3 PML PRKD2 PSMB10 PSMB8 PSMB9 PSME1 PSME2 RASGRP3 RBBP6 RBCK1 REC8 RGS11 RIGI RNF114 RNF19B RNF31 RSAD2 SAMD9 SAMHD1 SCAMP1 SCARB2 SCNN1G SERPINA3 SERPINB9 SHFL SHOX2 SLC15A3 SLC25A28 SMARCA5 SNRPF SOCS1 SP100 SP110 SP140L SPATS2L SQOR ST3GAL4 STAT1 STAT2 STAT3 TAP1 TAP2 TAPBP TCIRG1 TDRD7 TENT5A THEMIS2 TLE3 TLK2 TLR3 TMEM140 TMEM62 TNFSF10 TNNC2 TRAFD1 TRANK1 TREX1 TRIM14 TRIM21 TRIM22 TRIM25 TRIM26 TRIM38 TRIM5 TYMP UBE2L6 USP18 VAX2 WASL WBP4 WDR91 XAF1 ZC3HAV1 ZCCHC2 ZDHHC8BP ZFX ZNF107 GSE42021_TREG_PLN_VS_TREG_PRECURSORS_THYMUS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE42021_TREG_PLN_VS_TREG_PRECURSORS_THYMUS_UP ABCA6 ABCC4 ACSL4 ACTA1 ACTN2 ADAMTS13 AGAP1 AGO2 ANXA2P1 AOX1 APLNR ATG14 ATMIN ATP2B1 ATXN1 BAG5 BCS1L BFAR BHLHE41 BLM C11orf68 C1orf21 CAMSAP1 CARF CCNT2 CCS CD28 CDR2 CEP192 CERK CFAP69 CGRRF1 COL17A1 CPQ CRADD CSH2 CSPG4 CUL3 DCLRE1A DIRAS2 DPEP1 DPYS DYSF E2F2 EDN2 EFNB2 EPOR EXO1 EXTL1 FAM13B FAM171A1 FAM200C FAT1 FBXL14 FEN1 FKBP15 FLAD1 FOXO3 GAS6 GET1 GIGYF2 GPRC5B GRB10 GRK6 H3C11 HEATR1 HEY2 HIGD1B HLA-F-AS1 HOPX HOXA7 HPR ICAM1 IL7 ING4 INPP5A INPP5E IQCG ISCU ITGA10 ITK KAZN KIAA0232 KRTAP2-4 LIG4 LSG1 MACF1 MADD MAN1A2 MAVS MECOM MEGF9 MKRN3 MLLT11 MLXIP MOAP1 MRTFB MS4A6A MTMR3 MTPAP MUC2 MXD3 MYH10 MYL5 MYO19 MYOM2 MZB1 NACC2 NBEA NHERF4 NKRF NPRL3 NSUN5 ODC1 OLFML2B OSBP OSBPL11 OTUB2 OXTR PADI3 PALLD PAXIP1 PBX3 PCDHA9 PCDHB6 PDE10A PGLYRP4 PHF20 PHF7 PI4KB PILRA PKP4 PLCB1 PLEKHG3 PLPP1 PNMA8A POM121L9P POU6F1 PPME1 PRKACG PRR14 PRUNE1 PSMG2 RAB11FIP5 RAC1 RAD54L RAPGEFL1 RGL1 RGS3 RHOBTB1 RPL3L RRAD RSBN1 SCGB2A2 SERPINB5 SEZ6L SF3B1 SGCA SLC22A7 SLC25A14 SLC25A32 SLC7A6 SLF2 SNAI2 SNHG20 SNX13 SRSF8 STX6 SZRD1 TCF21 TLX1 TMEM120B TMEM14B TNFSF15 TNKS TOMM70 TP73 TPX2 TRAK2 TRAPPC2 TRIOBP TRMT61B TROAP TRPM3 TXLNG UBL3 UROS VPS37B WASF2 WDR44 YARS2 ZCCHC14 ZMYND8 ZNF146 ZNF365 ZNF613 ZNRF4 GSE42021_TREG_VS_TCONV_PLN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE42021_TREG_VS_TCONV_PLN_DN ABCD3 ABHD10 ABLIM1 ACTR1B ADAM11 ADCK2 ADD2 ADI1 AGAP1 AHCYL1 AHNAK AHNAK2 AKT3 AMZ2 ANKRD28 ANTKMT AOX1 AP1M2 AP1S2 APEX2 APMAP AQP3 ARL3 ASCC1 ASF1B ATP13A2 CA12 CAP2 CD2 CD99 CDK19 CEP83 CERK CHST15 CNR2 CNTN1 COMMD3 CREB3L2 CRELD1 CTDSPL CTNNAL1 DBI DEPTOR DHCR7 DIDO1 DLEU1 DLG1 DLGAP5 DNAJB9 EIF4B EMC9 EML1 ENO2 ENTPD4 ENTPD6 EPB41L1 EPB41L4B FAM114A1 FAM171A1 FAM172A FBN2 FBXO9 FIS1 FSCN2 GALNT10 GALNT11 GDE1 GM2A GMFB GNG12 GPRC5B GREM1 GTF2H5 GYG2 HAGH HBQ1 HEBP2 HMCES HMGB2 HNRNPA0 HPCAL1 HSPA12A HSPB8 HTRA1 IDI1 IGSF3 IKBKE IL17RB ILVBL IPO9 ITGB5 JAG2 JAK1 JUP KANK2 KDELR3 KIAA0232 KLC1 KRT19 LASP1 LBR LRRC19 LRRC37A2 MAEA MALL MAN1A2 MAP3K9 MARCKS MED20 MGAT4B MITF MMP24 MOCS2 MPC2 MTCH1 MTMR1 MTMR2 MYH10 MYO5C NACC2 NAT1 NDE1 NDRG1 NIPSNAP1 NKTR NME7 NOTCH2NLA NPIPA1 NRCAM NUAK1 ODC1 OLFML2A P4HA2 PAGR1 PALLD PCDHA3 PDLIM2 PDXDC1 PERP PEX2 PIMREG PLAC8 PLCE1 PLPP2 PLXNB1 POLR1D POU4F1 PPP1R3C PRC1 PRKAR2A PRMT8 PRORP PRSS23 PTPN6 PTS PXDN PYGB RAB40B RAB4A RABAC1 RAP1GAP RCN2 RNF14 ROR1 SCARA3 SERPINE2 SLC25A11 SLC33A1 SLC3A1 SLC7A11 SMAGP SNF8 SPINT2 STARD7 STYXL1 TBC1D2B TBL1X TCTN3 TMCO3 TMF1 TMOD2 TRAK2 TRIM37 TRIO TTC26 TTC3 TUBA1A TYRO3 UCP2 UNC119B UNKL USP22 USP34 VLDLR WSB2 ZNF185 ZNF331 ZNF395 ZNF706 GSE42021_TREG_VS_TCONV_PLN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE42021_TREG_VS_TCONV_PLN_UP ADAMTSL3 ADAR APOL1 APOL2 APOL3 APOL6 ATF3 B2M BATF3 BCL2L13 BMPR2 BST2 BTN3A3 C12orf4 C1R C1S C5orf15 CALCOCO2 CASP7 CBR3 CCDC68 CCKAR CCL2 CD47 CDC42EP4 CEACAM1 CEBPD CFB CFH CLEC2B CREM CSF1 CTSL CTSS CXCL10 CXCL11 CXCL2 CXCL5 DCP1A DDX60 DOCK4 DRAM1 EHD4 EIF2AK2 FAM111A FAS FMR1 FOSL2 GALNT12 GBP1 GBP2 GSTK1 GTF2B GTPBP1 HEG1 HERC5 HERC6 HK1 HLA-A HLA-B HLA-C HLA-E HLA-F HLA-J ID4 IDO1 IFI16 IFI27 IFI30 IFI35 IFI44 IFI44L IFIH1 IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 IFITM2 IFITM3 IGFLR1 IL10RB IL12A IL15 IL22RA1 IRF1 IRF7 IRF8 IRF9 ISG15 ISG20 JADE2 JAK2 LAMP3 LAP3 LARS2 LDLR LGALS3BP LMO2 LSM6 MAFF MAX MSRB1 MSX1 MX1 MX2 MYD88 NAPA NBN NFE2L3 NKX3-1 NMI NOD1 NRDC NREP NXT2 OAS1 OAS2 OAS3 OASL OGFR OPTN OSMR PANX1 PARP12 PCLO PHF11 PLAAT4 PLAUR PLSCR1 PLSCR4 PMAIP1 PML PRKD2 PSMA4 PSMB10 PSMB8 PSMB9 PSME2 RAB27A RASGRP3 RBCK1 RIGI RNF114 RNF19B RPS6KA5 RPS6KC1 RRAGC RSAD2 RTP4 SAMD9 SAMHD1 SCN1A SECTM1 SERPING1 SHFL SLC12A7 SLC25A28 SOCS1 SP100 SP110 SP140L SPATS2L SQOR STAT1 STAT2 STAT3 TAP1 TAP2 TAPBP TASOR2 TDRD7 THEMIS2 TLK2 TLR3 TMEM140 TNFSF10 TOP1 TRAFD1 TRANK1 TRIM14 TRIM21 TRIM22 TRIM38 TRIM5 TYMP UBE2D1 UBE2L6 USP15 USP18 USP33 VPS9D1 VRK2 WARS1 WSB1 XAF1 ZNF107 ZNF277 ZNF410 ZRSR2 GSE42088_2H_VS_24H_LEISHMANIA_INF_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE42088_2H_VS_24H_LEISHMANIA_INF_DC_DN ABO ACOT7 ACOX3 ACTR3B ACYP2 ADAMTSL2 ADRM1 AEBP1 ANGPTL3 ANKRD40 ANKS1B AQP9 ASCL2 ASTN2 ATAD3A BAHD1 BPNT1 BUB1B C10orf95 C1orf50 CA5BP1 CARD9 CCL27 CCNE1 CDC20 CDK16 CES1 CHGA CHTOP CISH CNN1 COMMD4 CRABP1 CXADR CYP2U1 CYREN CYRIA DAXX DBN1 DGKQ DHX8 DKK4 DNAI1 EEF1A2 EIF1B ENTREP2 F10 FABP3 FABP6 FAM182A FCF1 FOXL1 FRK GAMT GDAP1L1 GDNF GPR137B GPT GSG1 GTDC1 GYPE H2AC15 H4C13 HCN2 HEXA-AS1 HMCES HOXD12 HSD11B1 HSF2 IFNW1 IL37 IMPDH1 KANK3 KAZN KCNN4 KHDRBS3 KIR2DL3 KLHL1 KLHL12 KRT81 LCN1 LIG3 LILRA4 LRCH1 LRRC14 LTB4R LTBP4 LTK LYRM1 MAP3K12 MAP3K13 MAST4 MEGF8 MPST MRTO4 NAMPT NBEAL2 NDOR1 NDP NECAB3 NEDD4L NHERF2 NME3 NMUR1 NPAS1 NPPC NPY4R NR0B1 NR5A1 NRIP2 NUDT13 NUDT6 OPLAH OPRD1 OR7E24 ORC1 PALM PARVB PAWR PDE1B PDIA5 PEX10 PFKFB3 PGK2 PGP PHGDH PIGF PLEKHA4 PLEKHJ1 PODXL POLDIP2 POM121 PPP2R3B PPY2P PRDM12 PRICKLE3 PRIM2 PSMD5 PTCD1 PTPN13 PTX3 PYGO1 RAB9BP1 RAP1B RBM17 RBM19 RCL1 RNASEH1 RPAP1 RPL23AP32 S100A7 SAMD4B SH3GL1 SHARPIN SIGLEC9 SLC22A1 SLC7A7 SMPDL3A SMS SOX18 SPEF1 SRPRB SSTR5 ST20 SUPV3L1 TARS2 TCAP TERF2IP TFR2 TGDS THOP1 TICAM1 TMED3 TMEM132A TMEM214 TONSL TRAF3IP2 TSFM TSPAN31 TSR2 TSSC4 TTPAL TUBA3D UCP1 VAMP4 VAPB VCP VCX2 VPS33B ZDHHC11 ZFPL1 ZKSCAN5 ZNF174 ZNF34 ZNF639 ZNF696 ZNF7 GSE42088_2H_VS_24H_LEISHMANIA_INF_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE42088_2H_VS_24H_LEISHMANIA_INF_DC_UP ACOX2 ADD3 ALDH2 ALDOC ALOX5 AMPD2 APOBEC3A ARHGAP4 ARHGDIB ARL4C ARRB2 ASAH1 ATP5MC2 BBLN BST1 C5AR1 CARS2 CAST CCDC69 CCNB1IP1 CCPG1 CD14 CD302 CD37 CD4 CD52 CD86 CDA CELF2 CHP1 CLMN CMC4 CNN2 CNPY3 COTL1 CRBN CRISPLD2 CRTAP CSF3R CST3 CTSD CTSS CUTA CYTH4 DPEP2 EBP EID1 EIF2D EIF3E EIF3F EIF3L ENSA EPRS1 ERGIC3 ERP29 EVI2A EVI2B FBP1 FCGRT FCN1 FOS GDPD5 GPI GPR65 GPX1 GSTK1 GUSB H1-10 HEXA HIGD2A HLA-DMB HLA-DPB1 HMGB2 HMOX1 HSD17B11 HSPBAP1 ICAM3 IFITM2 IFITM3 IFNGR1 INPP5K ITGAM ITGB2 ITM2B JUND KCNAB2 KCNQ1 KIAA0513 KLF2 KLF4 LAPTM5 LBR LGALS9 LRRFIP1 LSP1 LST1 LTA4H LY6E LY86 LYZ MAN2A2 MAPRE2 MCUB MID1IP1 MINK1 MKNK2 MNDA MNT MPC1 MPP1 MPPE1 MS4A4A MTMR3 MXI1 MYD88 MZT2B NACA4P NDUFB11 NLRP1 NOD2 NR4A1 NR4A2 OAT OXA1L PCBP2 PDK3 PECAM1 PHYH PIGB PIGL PIGT PLBD1 PLD3 PLP2 POLB PPM1F PPT1 PRCP PTK2B PTMA PXN PYCARD RAB11FIP1 RACK1 RAP2B RASSF2 REEP4 REX1BD RGS2 RIN3 RNASE6 RNASET2 RNF130 RPL21 RPL27 RPL31 RPL36A RPL41 RPS13 RPS15A RPS28 RPS29 RPS9 S100A4 SARAF SASH3 SCP2 SCPEP1 SECTM1 SELPLG SFN SH3BGRL SH3TC1 SIGIRR SLC25A6 SLC41A3 SLC8B1 SLC9A1 SMARCD3 SNHG32 TACC1 TACC3 TECR TESC TGFBI THEMIS2 TIMP2 TKT TLE5 TMEM8B TMX4 TOR3A TSC22D3 TSPO VPS51 YPEL5 ZCCHC24 ZFAND1 ZFP36 ZFP36L1 GSE42088_UNINF_VS_LEISHMANIA_INF_DC_24H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE42088_UNINF_VS_LEISHMANIA_INF_DC_24H_DN ACOX3 ACSL4 ADA ADRM1 AK4 AKT3 ALCAM ANKRD40 ANXA2P2 ANXA5 ASS1 ATP2C1 ATP6V1H BATF BCL2L1 BUB1B BUD31 BYSL C1QTNF1 C3 CANT1 CASP7 CCL24 CCL27 CD44 CD59 CDC5L CDK14 CDK5RAP2 CFLAR CLGN CLIC2 CLIC4 CRABP1 CRIM1 CSF3 CSTB CTSL CXCL1 CXCL11 CXCL5 CXCL6 CYB5R2 CYP27B1 DESI1 DHRS2 DLD DNAH17 DPH2 DRAM1 DYNLL1 EBI3 EDN1 EEF2KMT EGLN3 EHF ELOA EMC6 ENTPD7 EXOSC4 FERMT2 FGF2 FLOT1 FSCN1 GART GCLM GDI1 GLA GLRX3 GMPPB GOSR2 GPR107 GPR137B GRB10 GTPBP4 HLX HPD HRH1 IDO1 IFRD2 IL12B IL15RA IL19 IL2RG IL36G IL6 INHBA JAKMIP2 KDM1A KEAP1 KLHL1 LAPTM4B LIG3 LRP12 LSS LYRM1 MAP3K4 MAPK12 METTL1 MICALL1 MMP10 MMP14 MREG MRTO4 MSC MTHFD2L MYH8 MYO10 MYO1E NCDN NDP NFYA NIBAN1 NMB NME1 NOP16 NPTN NQO1 NRBP1 NRP2 NSUN3 OPTN ORMDL2 PAICS PCID2 PDE4DIP PDSS1 PDXK PEX10 PGM3 PID1 PITRM1 PLAT PNO1 PPP3CC PRDX1 PRR16 PRSS3 PSAT1 PSMA3 PSMA6 PSMA7 PSMB5 RAB13 RDX RIT1 RPAIN RPAP1 RPS6KA3 RRP1 RTN2 SEC61A1 SEC61G SEMA3C SEPTIN10 SERPINE2 SETD4 SLAMF7 SLC11A2 SLC1A3 SLC27A2 SMS SNX16 SPINK1 STAM2 TFG TFPI2 TIMM17A TM9SF1 TMEM132A TNFRSF9 TNIP2 TNIP3 TNS3 TOMM34 TP53BP1 TRAPPC4 TRIM16 TRIM36 TRIP10 TRIP6 TRPC4AP TTC4 TTI2 TWSG1 TXN TXNRD1 UBFD1 UPB1 USP12 VASP VCP WDR1 WNT5A WSB2 YRDC ZNF557 ZNF629 ZSWIM1 GSE42088_UNINF_VS_LEISHMANIA_INF_DC_24H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE42088_UNINF_VS_LEISHMANIA_INF_DC_24H_UP ABCB7 ACAP1 ADPGK AGTPBP1 ALDH2 AMPD2 ARHGAP4 ARHGAP45 ARHGEF1 ARL4C ASAH1 ATG2A BAIAP2 C5AR1 CAMLG CASD1 CASP9 CAST CBFA2T3 CCDC69 CCNB1IP1 CD302 CD37 CD46 CD69 CD86 CEBPD CELF2 CENPC CERK CHKA CLCN3 CLEC7A COTL1 CRISPLD2 CSAD CSDE1 CSF3R CSNK1G2 CSNK1G3 CYTH4 DENND3 DHRS3 DNAJC10 DOCK2 DOP1A DUSP1 EGR1 EIF3E EIF4B ELF1 EPRS1 EVI2A EVI2B FAM53C FLI1 GALNT10 GALNT11 GAS7 GOLGA8H GPX3 GSTK1 H1-10 HEXIM1 HLA-DMA HLA-DMB HMG20A HMGB1 HMGB2 HSD17B11 HSPA14 IFNGR1 IL10RA INPP4A INPP5D INSR IQSEC1 ITGA4 ITGAM ITGB2 ITM2B JUND KAT6B KCNAB2 KCNQ1 KIAA0513 KLF2 KLF3 KLF4 LBR LETMD1 LGALS9 LIPA LRRFIP1 LTA4H MACROH2A1 MAN2A2 MANBA MAP3K2 MEF2C MID1IP1 MINK1 MPPE1 MTMR1 MTMR12 MTX1 MXD1 MYLIP NACA NACA4P NCOA3 NEDD9 NLRP1 NR4A1 NR4A2 NUCKS1 ORC6 OSBPL9 OXA1L PAK6 PCBP2 PDK3 PECAM1 PGLS PHF20 PHF3 PIGB PIGT PIK3R1 PJA2 PLBD1 POLB PPFIBP2 PPM1F PRKCB PTGER4 PTK2B PTMA PTPN22 PXN RAB11FIP1 RAB33B RAD17 RALGDS RAP2B RASSF2 RFC3 RGS2 RHOB RIN3 RNASET2 RNF114 RUNX3 SCPEP1 SF3B1 SGSH SGSM2 SH3TC1 SHB SIGIRR SIPA1 SLA SLC25A46 SLC2A4RG SLC41A3 SMCHD1 SNRK SPAST SPATA20 SPIN1 SRSF5 SUCLG2 SUGP2 TACC1 TAFAZZIN THEMIS2 TKT TLE5 TLR4 TNRC6B TOR3A TRABD TRAK1 TRMT5 TSC22D3 TSPO TXN2 TYK2 VCAN VPS51 YPEL5 ZBED1 ZBTB1 ZDHHC7 ZFP36 ZFP36L1 ZFP36L2 ZNF117 ZWILCH ZXDC GSE42088_UNINF_VS_LEISHMANIA_INF_DC_2H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE42088_UNINF_VS_LEISHMANIA_INF_DC_2H_DN ABT1 ADD3 ALOX5 ANXA1 APLP2 APOBEC3A ARL4C ASGR2 BPI BST1 BTF3 C15orf39 C5AR2 CD101 CD244 CD300A CD37 CD69 CDK9 CEBPD CHD1 CHMP1B CHSY1 CNIH1 CNPY3 CPED1 CRIP1 CRISPLD2 CRTAP CSF3R CTNNBIP1 CX3CR1 CXCR4 DDAH2 DDIT3 DUSP1 EEF1G EEF2 EIF3E EIF3F EIF3H EIF3L EIF4B ELF1 ELF4 EVI2B F5 FAM204A FAU FBL FCN1 FOS FOSB FRAT1 FTSJ1 FXYD5 GABPB1-IT1 GALNT3 GPR183 HAL HLA-F-AS1 HMGB2 HSD17B11 ICAM2 ICAM3 IER2 IFITM2 IFITM3 IGFBP7 INPP5K IRAG2 ITGB7 JUNB JUND KLF2 KLF3 KLF4 KRT10 LDLRAD4 LTA4H MAPRE2 MCUB MEF2C MEFV MTMR11 MYLIP MYO15B NACA NACA4P NEK1 NHERF1 NLRP1 NOD2 NOP53 NR4A1 NR4A2 NSA2 NUP214 OASL OMG P2RX1 PDK3 PEX16 PFDN5 PHACTR1 PIK3R1 PLP2 POLB POLR1D PPCDC PRNP PTK2B PTP4A1 RACK1 RARA RBM15B RIN3 RNASE2 RPL10 RPL10A RPL11 RPL13 RPL14 RPL17 RPL19 RPL21 RPL22 RPL23A RPL24 RPL26 RPL27 RPL27A RPL28 RPL29 RPL30 RPL31 RPL32 RPL35 RPL35A RPL36 RPL36A RPL37 RPL38 RPL4 RPL6 RPL7 RPL7A RPL8 RPS10 RPS10P5 RPS11 RPS13 RPS15 RPS15A RPS16 RPS18 RPS24 RPS28 RPS29 RPS7 RPS8 RPS9 RRP12 RSL24D1 S100A10 S100A4 S100P SECTM1 SFTPB SIGIRR SMARCD3 SNAI1 SNRK SORL1 SRSF3 SRSF6 SRSF7 STK38L SYF2 SYN2 TAF1C TAGLN2 TES TESC THBD TKT TLE3 TLE4 TLR4 TOE1 TRA2A TSC22D3 TSSC4 UBA52 UTS2 UXT YPEL5 ZFP36 ZNF394 ZXDC GSE42088_UNINF_VS_LEISHMANIA_INF_DC_2H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE42088_UNINF_VS_LEISHMANIA_INF_DC_2H_UP ACO1 ACSL5 ADAMDEC1 ADRM1 AGK AGRN AGTR2 AHSA1 AK4 AKT3 AMIGO2 AMPD3 ANXA5 ARL1 ATP2C1 ATP6V1H ATXN1 BATF BET1 BYSL C1QTNF1 C3 CASP7 CD44 CDK14 CEP135 CFLAR CHST2 CLGN CLIC2 CRIM1 CSF2 CSF3 CSTB CUL4A CXCL1 CXCL5 CXCL6 CXCL8 CYP27B1 CYP3A5 DDX10 DESI1 DNAJB9 DNPH1 EBI3 EHF ELOA ENTPD7 ETNK1 EVA1B EXOSC7 FAM135A FERMT2 FICD FKBP4 FLT1 FSCN1 GART GDI1 GFPT1 GLRX3 GMPPB GPR137B GRB10 GSDME HDAC9 HEY1 HNRNPC HRH1 HSP90AB1 HSPA8 HSPD1 HSPE1 IDO1 IGSF3 IL12B IL15RA IL19 IL23A IL24 IL2RA IL36G IL6 INHBA IPO5 ITGB8 JAKMIP2 KEAP1 KIF3B LAMP3 LRP12 LRRC59 LSS LYRM1 MAP3K4 MAP3K5 MATK METTL1 MGLL MICA MICALL1 MINDY3 MMP1 MMP10 MMP14 MREG MRPL52 MRTO4 MSC MSMO1 MT1E MT1F MT1G MT1H MT1HL1 MT1X MT2A MTHFD2L MYDGF MYO1E NDP NF1 NFE2L1 NIBAN1 NMB NME1 NRBP1 NUP188 PAICS PCID2 PDE4DIP PDSS1 PGM3 PKNOX1 PLAT PLGRKT PLXNA1 POLD2 POLR3D PPP3CC PPP6R2 PRDX1 PRPF3 PRR16 PSAT1 PSD3 PSMA3 PSMA5 PSMA6 PSMA7 PSMD1 PTPRJ PUM3 PUS7 RAB13 RBM19 RCN1 RDX RHOBTB3 RPS6KC1 RRP1 RTN2 SDF4 SEC61A1 SEC61G SERPINB7 SINHCAF SLAMF7 SLC11A2 SLC1A3 SNX16 SOCS3 SOS1 SPATS2L SPINK1 SPRING1 ST3GAL2 STAM2 STIP1 STK26 TBC1D13 TFPI TFPI2 TNFRSF4 TNFSF15 TNIP3 TP53BP1 TRAPPC4 TRIP10 TTC4 TXN TXNRD1 UBFD1 UST VCP WSB2 YRDC ZNF767P ZNF804A GSE42088_UNINF_VS_LEISHMANIA_INF_DC_4H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE42088_UNINF_VS_LEISHMANIA_INF_DC_4H_DN ADD3 AKIRIN1 APOBEC3A AQP5 ARHGEF1 ARL4C ART1 BAP1 BEGAIN BPI BTF3 BTG1 BTG2 CAPN2 CCNG1 CCNL1 CD244 CD37 CD55 CD69 CD74 CFD CHMP1B CHST7 CIRBP CLK3 CPVL CRBN CSF3R CXCR4 CYP21A2 CYTIP DCAF1 DDX3X DNAAF8 DNAJA2 DUSP1 EEF1D EEF1G EIF3E EIF3F EIF3H EIF3L EIF4B ELF1 ELF4 EPRS1 ERBB2 ERP29 FAAH FAM53C FAU FOSB GAB2 GABARAPL1 GBP2 HLA-DPB1 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-F HLA-J HMGB2 ICAM2 ICAM3 IFITM3 IFRD1 ILVBL INPP5K ITIH3 ITPRID2 JUND KCNQ1 KHDC1L KLF10 KLF2 KLHDC4 KRT17 MAP1LC3B MAP2K3 MAP4K4 MARCHF8 MEF2C MTCH1 MTMR11 MTMR12 MTMR3 MXD3 MXI1 MYO1A NACA NLRP1 NOP53 NOS3 NR1H2 NR4A1 NR4A2 NTRK1 OASL OSBPL7 OSM OXA1L PABPC4 PARP16 PCBP2 PDE9A PMAIP1 PPCDC PPP1R15A PRDM16 PRKRIP1 PRNP PTGER4 PTGS2 PTK2B PTP4A1 PXN RACK1 RAP2B RARA RASGRP2 RBM38 RIN3 RNF2 ROBO3 RPL10 RPL11 RPL13 RPL13A RPL18 RPL21 RPL22 RPL26 RPL27 RPL27A RPL28 RPL30 RPL31 RPL32 RPL34 RPL35A RPL37 RPL38 RPL39 RPL7 RPL8 RPLP1 RPLP2 RPS10P5 RPS11 RPS13 RPS14 RPS15A RPS16 RPS18 RPS19 RPS24 RPS29 RPS4X RPS7 RPS8 RPS9 RSL24D1 RSPH6A S100P S1PR4 SAP30BP SCNN1D SCPEP1 SERP1 SF3A1 SIGIRR SLC25A6 SMARCD3 SNHG32 SNRK SP100 SRSF3 SRSF5 STK10 STX11 TENT5C TFF2 TIPARP TLE5 TLR4 TMEM8B TOE1 TOX4 TPSG1 TREM1 TSC22D3 UBA52 USP19 USP7 YPEL5 ZCCHC24 ZNF394 ZXDC GSE42088_UNINF_VS_LEISHMANIA_INF_DC_4H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE42088_UNINF_VS_LEISHMANIA_INF_DC_4H_UP ABCA5 ABCC1 ABCD4 ABHD4 ACO1 ACOT13 AGRN AKR1B1 APBA3 ARSB ASAP1 ATP2C1 ATP6V1E1 ATP6V1H ATXN1 BAZ1B BDH1 BHLHE41 BRCA2 C1QTNF1 C5orf15 CALU CARM1 CCDC88A CCL22 CD209 CD59 CD63 CD80 CD81 CDK5RAP2 CHI3L1 CKAP5 CLEC16A CLIC2 CLIC4 CLN5 CPM CREBL2 CRIM1 CSNK2A2 CSTB CTSL CYP27A1 CYP27B1 DHCR24 DNAJA1 DNPH1 DSTNP2 DTX2 EBI3 EDEM2 EHF EOGT EVL FDPS FSCN1 FTH1 GABARAPL2 GATAD1 GCLM GFPT1 GLA GLS GLYR1 GOLGA3 GPD2 GPR107 GPR137B GSTM3 GTDC1 HHLA3 HSD11B1 HSP90AB1 HSPB1 IGF2R IL12B IL15RA ILRUN INHBA KCNN4 KCTD7 KEAP1 KLHDC10 KLHL12 LAMP3 LIMK1 LPL LPP LRP12 LRP8 LSS MAOA MAP3K4 MCM3AP METTL3 MGAT4B MGLL MITF MRC1 MREG MSMO1 MTX2 MYO1B MYO1E NDP NDUFAF1 NECTIN2 NEFH NENF NEU1 NFE2L1 NHLRC2 NIBAN1 NMRK1 NMT2 NQO1 NRBP1 NRP1 NSUN3 NUDT9 NUP188 OPN3 P4HA1 PALS1 PAM PARP12 PCBD1 PDE4DIP PDSS1 PGD PILRA PIP5K1C PIR PLA2G7 PLGRKT PLXNA1 PNPLA6 PPME1 PPP6R2 PRDX1 PSMB5 PSMD1 PXDC1 RAB13 RASAL2 RASSF4 RDX RFTN1 RGL1 RGP1 RRP1 RTP4 SDC2 SEPTIN10 SLAMF7 SLC11A2 SLC1A3 SLC39A6 SLC7A11 SNX6 SPECC1L SQOR ST13 ST3GAL2 STEAP3 STIP1 SUSD6 TAOK3 TBC1D13 TBC1D2B TDP2 TFPT TGFA TMEM255A TNFRSF4 TNS3 TRIM16 TRIP10 TRIP11 TRMT1L TRPM2 TSFM TUBB TUBB4B TWSG1 TXN TXNRD1 UGCG UGP2 USO1 VAC14 VCP WNT5A WSB2 ZMIZ2 ZMYM6 ZMYND8 ZNF224 ZNF767P GSE42088_UNINF_VS_LEISHMANIA_INF_DC_8H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE42088_UNINF_VS_LEISHMANIA_INF_DC_8H_DN ABCC2 ABCD2 ACKR3 ADGRG2 ADPGK AIRE ALOX5 AMMECR1 AMOT ANKRD26 AOC2 APBB1 ARL15 ARSB ASB9 ATP1A3 ATP9B B3GALT1 BAIAP2 BMP15 BMPR1B C2orf83 CACNA1G CAMK2G CCN2 CD207 CDH6 CDK20 CEP164 CEP41 CHAF1A CIITA CLCN3 COL10A1 CREB5 CRYBG3 CSN1S1 CUEDC1 CYP2A7 DEFA6 DGKE DHTKD1 DST DYM DYNC2LI1 DZANK1 ERBB3 ETAA1 F11R FAM53C FBXO22 FHOD3 FN1 GABRA3 GPATCH2 GPHN GPR162 GPR63 GPX1 GRAMD1C GRM7 GULP1 H3C3 HACD1 HAP1 HIF3A HPS1 HS2ST1 IFNA21 IFNGR1 IL10RA IL3 IL33 IL36A IRF6 KCNJ6 KCNMB3 KDM4A KIF15 KIR3DX1 KRT4 LAMA1 LDHAL6B LIMD1 LRP1B LRP2BP MACROH2A1 MAGEA4 MAGEC3 MAPK9 MAPT MCM10 MECOM MED14OS MEIS2 MEPE MTMR12 MTUS1 NAA16 NAV3 NBAS NBEA NDUFAF5 NEB NEUROD1 NFIC NINL NPC2 NPIPB15 NPY2R NSD3 NSUN7 NTSR1 NUAK1 NXPE3 P2RX2 PAK6 PARD6B PARP2 PART1 PCDHGC3 PCLO PCYOX1 PDE6A PEAK1 PECAM1 PFKFB4 PHC1 PIP5K1B PKNOX2 PLD2 PLS1 POLA1 PRKN PRRG3 PSAP PSG5 PSME3IP1 PTH PYY RAB33B RARRES2 REPIN1 RGS17 RGS3 RHOT1 ROBO4 RPE RRAGB RUSC1 SCRN3 SEPTIN11 SERPINF1 SHTN1 SLC25A14 SLC25A31 SLC30A6 SLC4A10 SLC9A3 SLCO4C1 SLFN12 SNCAIP SNTB2 SOD3 SPO11 SSX3 ST18 SYNPO2L SYT1 TACSTD2 TMEM19 TMLHE TNFRSF11A TPP1 TRAM2 TRDMT1 TRIL TRIP13 UEVLD UNC5C USP6 VAT1 VPREB3 VPS52 WNT7A WWTR1 YLPM1 ZFYVE26 ZKSCAN7 ZNF180 ZNF253 ZNF304 ZNF391 ZNF41 ZNF43 ZNF682 ZNF93 GSE42088_UNINF_VS_LEISHMANIA_INF_DC_8H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE42088_UNINF_VS_LEISHMANIA_INF_DC_8H_UP ABCC3 ACO1 ACP2 ADAMDEC1 ADGRE3 ADO AFDN AGRN AP1AR APOO ARL1 ARMT1 ATOX1 ATP2C1 ATP6V0B BHLHE41 BMAL2 BRIX1 C1QTNF1 C1orf54 C2CD3 C3 CCDC86 CCL1 CCL17 CCL19 CCL22 CCL24 CD1A CD1B CD1C CD1E CD209 CD81 CDK5RAP2 CHI3L1 CISH CLEC4A CPM CREBL2 CRIM1 CSTF3 CTNS CXCL1 CXCL13 CXCL5 CXCL6 CYP27A1 CYP27B1 DHCR24 DSC2 EBI3 EEF1AKMT3 ENPP2 ETV5 EXOSC4 FAM200C FBP1 FCGR2B FGGY FJX1 FKBP4 FLRT2 FN1 FSCN1 FTL FUT8 GART GBAP1 GGH GLA GLYR1 GPHN GPR137B GREM1 GSN GTDC1 HMGA2 HSD11B1 HSP90AA1 HSPA8 IDO1 INHBA KIF1B LAMP3 LAPTM4B LIMA1 LRP12 LRP8 LSS LTBP2 MAF MAGOHB MAOA METTL1 MICA MINPP1 MKNK1 MMP10 MMP14 MMP9 MRC1 MREG MRTO4 MT1E MT1F MT1G MT1H MT1HL1 MT1M MT1X MT2A MTX2 MYO1E N6AMT1 NDP NDRG2 NEFH NETO2 NF1 NHLRC2 NISCH NME1 NR1H3 NRP1 NSUN3 NT5DC2 NT5E OLFML2B P2RY6 PAICS PDPN PI3 PIGN PIR PLCL1 PLGRKT PLTP PLXNA1 POLR2H POMT1 POP1 PPA2 PPAT PRDX4 PRKCA PRMT5 PROCR PRR16 PSMB5 PTPRE PUS7 RAB13 RMI1 RRS1 RTN2 SCARF1 SCG5 SEPTIN10 SIGLEC7 SLAMF8 SLC1A3 SLC25A13 SLC33A1 SLC38A6 SLC39A6 SLCO2B1 SMAGP SPATS2L STAC STEAP3 STXBP1 SYT17 TCEAL9 TFPI2 TFRC TGFBI TMEFF1 TMEM38B TNIK TNIP3 TNS3 TSEN2 TSFM TUBB TUBB4B UBA5 UCK2 UGDH UGGT2 VAC14 VSIG4 VWA8 WDR3 WNT5A ZBTB6 ZMIZ2 ZMYND8 ZNF573 ZNF804A GSE42724_B1_BCELL_VS_PLASMABLAST_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE42724_B1_BCELL_VS_PLASMABLAST_DN ABHD14A ADAMTS10 ADIPOR2 AKAP11 ALKBH7 AMDHD2 APPL2 APRT ARHGAP30 ARHGDIB ARMH3 ARRDC2 ATE1 ATP5MC2 ATP6V1C1 BBS7 BIVM BLOC1S2 C16orf54 C6orf62 C8orf82 CAMK2G CBFA2T2 CBY1 CCDC141 CELA1 CEP170B CHCHD2 CHMP7 CIAO1 CLDN18 CNRIP1 COASY COPS7A CRELD1 CRYZL1 CUL7 DDX19A DEF8 DENND11 DHRS3 DHX32 DIPK2A DOCK2 DPP7 DSTYK ECHDC1 EIF2AK3 EIF2B4 EIF3A EIF4A1 EMC2 EMSY ENSA ERI3 ETFDH FAM118A FAM120B FAM91A1 FBXL17 FBXO3 FBXW4 FLI1 FUCA1 FXR2 GATAD2B GLG1 GOLPH3L GPR160 GPR180 GPSM3 HIGD2A HS6ST1 HSCB HTATIP2 HYCC2 IFNGR1 IMPACT INPPL1 ITGB3 ITM2C KANSL1 KANSL2 KCTD2 KRT25 LCMT2 LDB1 LDHB LONRF1 LRP6 LSP1 MAEA MAML1 MAT2A MEF2D METTL7A MEX3D MFSD5 MIGA1 MINDY1 MRPL24 MTRR NARS2 NBR1 NCBP2AS2 NCDN NDUFA13 NEK4 NEURL4 NFAM1 NIPAL3 NIT1 NLRC3 NOSTRIN NR2C1 NTPCR NUDT16 NUMBL OAZ1 ORC5 OSBPL8 OTULIN PAIP2 PCDHB12 PCGF1 PDHA1 PDPK1 PEPD PHF14 PHF7 PKD2 PLA2G2E PLD2 PLSCR4 PNKP PRKRA PRPF6 PTS RAC1 RANBP10 RAP1A RBFA RCOR3 RFX1 RGS19 RMND1 RNF5 RWDD2A S1PR1 SCFD2 SCUBE1 SDHAF2 SERAC1 SERPINB6 SLC39A9 SLC6A16 SLF2 SMC3 SMPD1 SNX32 SOX18 STK11 STT3B SYS1 TAF8 TCEAL1 TCTN3 TDRD3 TECPR1 TMEM104 TMEM106C TMEM14A TMLHE TMUB2 TRIAP1 TRIM24 TSPAN14 TSPAN4 TUBGCP5 UBQLN2 UBR7 USE1 UTP15 VASH2 WASHC2A WDR18 XRCC1 ZBTB11 ZBTB33 ZBTB44 ZCCHC24 ZFAND1 ZFP36L2 ZFP90 ZFYVE1 ZNF124 ZNF266 ZNF280C ZNF32 ZNF688 GSE42724_B1_BCELL_VS_PLASMABLAST_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE42724_B1_BCELL_VS_PLASMABLAST_UP ABCD2 ACLY ACTL6A ACTR3B ADGB ADRB1 AFP AGAP1 AGBL5 AGPAT3 AIF1 ALDH2 ANK1 ANO6 AP2A1 API5 ARMC7 ARRB2 ARSI ATP6V1G2 B3GNT2 BCDIN3D BIRC5 BMP6 BMS1 C1orf216 CA7 CACNG7 CC2D1B CCSAP CCT4 CDC25A CELF3 CGRRF1 CNIH2 CNP CNTD1 COQ4 COX10 COX7A2L CREB3L1 CTSE CUTA CYP7A1 CYTH4 DBI DBNDD2 DNAJB5 DNAJC30 DSEL DUSP23 EDNRB ENDOD1 ENGASE EPN1 EPOR FAM104A FAM174C FBF1 FEV FGFR1 FMO2 FN3KRP GAB1 GAPDH GAS2 GGACT GLRX2 GLUL GNG2 GSK3A GSS GULP1 GYS1 HAUS4 HIP1R HMOX1 HOMER2 HOXB7 HPS4 HS3ST2 HSD17B11 IGFBP5 INKA2 ITGB5 KAT2A KCNJ3 KCNK13 KCNN4 KLF1 LARP7 LRRC8D LRRN4CL MAFB MALAT1 MAP2K7 MARVELD2 MCL1 MCRIP2 METAP2 MINK1 MOCS3 MRPL17 MRPS25 MRPS26 MSL2 MXD3 MYOM1 NAA16 NACC2 NCAPH2 NCDN NDUFA13 NDUFB11 NDUFB5 NDUFB8 NFIA NOS1 NOXRED1 NSL1 OCRL OXLD1 PAFAH2 PARVB PCDH1 PELP1 PER3 PFKM PGP PILRB PIN4 PITPNC1 PLCXD3 POLR1C POU3F2 PPP1R36 PRKCA PRR15 PSMA8 QDPR RAB38 RAB42 RAD51C RANBP3L RBM10 RIOX1 RIPOR1 RLN1 RNASEH2C RNASEK ROMO1 RPSA SEMA6C SETD4 SF3B2 SH3GL2 SHH SHROOM4 SLC16A13 SLC39A12 SLC39A13 SNAP47 SNX8 SOAT1 SPATA3 SPC24 SPHK2 SQOR SRPK3 ST8SIA2 STARD9 SUSD1 TAOK2 TBCA TIMM44 TMEM161A TMEM205 TMEM98 TMX2 TNK2 TOR1B TPPP TRAPPC2L TRIP4 TSEN2 TTC13 TTLL10 TTLL12 TTLL3 TXLNB TXN2 UBAC1 UROC1 USP39 USP40 XYLB YTHDF1 ZIM3 ZNF703 GSE42724_MEMORY_BCELL_VS_PLASMABLAST_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE42724_MEMORY_BCELL_VS_PLASMABLAST_DN ACAT1 ADSS2 AGFG2 AKT2 ALDH9A1 ALDOC ANAPC11 ANKH ANTXR2 ARHGEF7 ARMC10 ARPC1B ASAH2 ASB5 ATP6V0A1 B3GNT8 BDH1 BHLHE40 C1orf21 C1orf74 C5orf34 CASP6 CCDC82 CDC14B CDC42EP3 CENPA CIPC CIRBP CITED2 CLTC CMTM6 CNRIP1 COMT CORO1C CRYZ CYP4V2 DDX46 DEPTOR DHDH DPAGT1 DPP7 DSTYK EHBP1 EID1 EIF4G3 ELP1 EML3 EMP3 ENTREP3 ETFB FAM117B FBXW4 FOXO3 FYN GALC GALNT12 GANAB GASK1B GBA2 GCNT1 GLG1 GLO1 GLOD4 GNG10 HERPUD1 HFE HLTF HPRT1 IDH3G KAT14 KCNQ1OT1 KIF13A KIFAP3 KRTAP4-11 LGALS1 LIN7C LMO2 LPIN1 LRP6 LRRC20 LSM4 LYL1 MAP3K12 MARVELD1 MBD3 MBNL1 MEF2C MFSD3 MFSD6 MINDY1 MOB3A MRPL24 MTA3 MTMR11 NBDY NCOA1 NF1 NONO NOSTRIN NXF1 OSBPL11 OTULIN OXCT1 P2RX7 PAICS PAPSS1 PAQR4 PCCB PDCD4 PDHA1 PDLIM5 PGAP1 PGGT1B PHF20 PHKA1 PHKA2 PHKB PHTF1 PLD2 PLEKHB2 PLEKHG3 PLSCR4 POLR2J PPP1CC PRKAR1A PRKRA PROS1 PRPS2 PRRG1 PRTN3 PSD3 PURA RAMP1 RAPSN RBM39 RDX REEP3 RGS2 RIF1 RMND5B RNASEH2C RNF5 RPL31 RPL37A RPS4X RPS6KA3 RPS7 RRP1 RSRC1 RUFY1 SCAP SCARB1 SCARNA13 SELENBP1 SELENON SEPTIN9 SFT2D2 SIGIRR SIPA1 SLC45A4 SMC3 SMIM13 SNX8 SOX21 SPECC1 SQLE SREBF2 SRSF10 SRSF5 STING1 STK10 STX16 SVIL TACC1 TBC1D4 TBXAS1 TCEAL1 TFDP2 TKT TM9SF2 TMCO6 TMEM241 TMTC4 TOGARAM1 TPP1 TRAK2 TSNAX TTC28 TUFT1 TXNDC16 UBR1 UBR2 ULK2 VPS28 WDR26 ZBTB25 ZCCHC24 ZFP90 ZMYM1 ZNF362 GSE42724_MEMORY_BCELL_VS_PLASMABLAST_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE42724_MEMORY_BCELL_VS_PLASMABLAST_UP ACADM ACVR2A ADPRH ADPRM AGFG1 AKAP9 AP1G2 APAF1 ARF4 ARHGAP1 ARHGAP28 ARHGEF10 ARIH1 ARL13B ATP11A BASP1 C1orf122 CACNB3 CAPN10 CCR7 CD226 CD274 CDC42EP3 CDYL CFLAR CHMP3 CLIC4 CLK3 CLN3 CMPK2 CMTR1 CNIH4 COQ10B CREBL2 CSRNP1 CXCL11 CXCR5 CYTH1 DDX60 DENND3 DHX58 DNAJC12 DOP1B DUSP14 DUSP16 DYNC1LI1 EGF ELP5 EMD ENO2 EPB41 ERCC3 ETFA ETNK1 ETV3 FBXL3 GABPB1 GALE GCH1 GPBP1 GPR183 GPR4 GRK5 GTDC1 GTPBP1 GUCD1 GYPC HAT1 HNRNPA1 HSD17B7 HSPA1A HTRA1 ICAM1 IFT22 IL15 IL15RA IL1RN IL2RA IL4I1 IL4R IL6 INPP5B INSL6 IRF7 ISCU KIAA0040 KMT2A KTN1 LDLR LRP8 MAPK6 MED31 MEX3B MND1 MRPS6 MRPS7 MX1 MXI1 MYH10 MYO1C NFAT5 NFKB1 NID1 NIPAL1 NKIRAS2 NMNAT1 NOSTRIN NT5C3A NUB1 NUDT17 NUP85 NXF1 OAS2 OGFRL1 PARP14 PATL1 PCGF5 PDCD1 PDCD10 PEF1 PER1 PIAS1 PIAS3 PIP5K1A PKN2 PLA2G4F PLCG1 PLSCR1 PML PNPLA2 POLR3C PPHLN1 PPM1K PPP1R15B PPP6R1 PRDM1 PRDM4 PRNP PSIP1 RAB21 RAB9A RALGAPA2 REL REST RGS12 RNF19B RNF214 RNF24 SAMSN1 SDF4 SELPLG SEMA7A SERINC5 SERPINB9 SFMBT2 SIAH1 SLAIN2 SLC25A1 SLC49A4 SLC4A11 SLC4A8 SLFN5 SLU7 SPIB SPSB1 STAP2 STAT1 STAT2 STAT4 STOML1 TAGLN2 TAP2 TGIF1 THOC6 TLCD1 TM9SF4 TMEM106A TMEM150C TNFRSF9 TNIP2 TRAF2 TRAK1 TSPAN3 UBA7 UBALD2 USE1 USP18 VDR VPS54 VSIG10 XPO6 ZBED4 ZBTB10 ZBTB32 ZC3H10 ZFAND3 ZNHIT3 ZUP1 ZYX GSE42724_MEMORY_VS_B1_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE42724_MEMORY_VS_B1_BCELL_DN ABTB2 ACHE AK4 ALOX15B APOL1 APOL3 ARFRP1 ARHGAP25 ARID5B BASP1 BCL2L11 BMAL2 C15orf48 C17orf49 C17orf58 C1QTNF1 C1R C1S C4orf3 C5orf15 CCDC115 CCL5 CCR7 CD200 CD274 CD40 CDKN1A CFLAR CMTR1 COL7A1 CRLF2 CSF2RA CSRNP1 CTRL CXCR4 CYP27B1 CYRIA CYTIP DENND5A DHCR7 DNAJC18 DSE DUSP4 DUSP5 EBI3 EDC4 EDEM1 EHD1 ELOVL7 ENO1 EPSTI1 ETV7 F11R FADS1 FADS2 FBXL4 FBXL8 FDPS FSCN1 FTH1 FXYD6 GADD45A GADD45B GBP1 GBP4 GCH1 GP1BA GPR132 GRAMD1A H2AC13 H2AC14 H2AC6 H2BC10 H2BC12 H2BC12L H2BC5 H2BC6 H2BC7 H4C8 HAPLN3 HEXIM1 HMGCR HMGN2P46 HOPX HSD17B7 IDI1 IDO1 IL15RA IL21R IL2RA IL7R INHBA IRF1 IRF1-AS1 ISG20 JAK3 KYNU LAD1 LAMB3 LDLR LILRA3 LINC03025 LMNB1 LONRF1 LRRC61 LXN MAP1LC3A MCL1 MCM5 MCOLN2 MMP7 MPZL1 MRPL49 MSMO1 MYL5 MYO1G N4BP2L1 NABP1 NCK2 NECTIN2 NFKB1 NFKBIA NFKBID NFKBIZ NME3 NR2E3 OPTN PARP10 PARP9 PDE4B PEF1 PGK2 PHLDB3 PIM2 PIM3 PLAT PLD2 PNRC1 POLI PRRG2 PSMB8 PTPN1 PTPN2 PXYLP1 RAB29 RASGRP1 RELB RFTN1 RHOF RNF31 RUFY3 RYBP SAT1 SC5D SCD SCN1B SDC4 SELENOM SHD SLC1A2 SLC2A6 SLC39A1 SLC44A1 SLC7A11 SLC9B2 SNHG15 SOCS3 SOD2 SPACA7 SPG7 SRGN SRI STAT4 TAMALIN TAP1 TBRG4 TESPA1 TMPRSS13 TNFAIP1 TNFAIP2 TNFAIP3 TNFAIP6 TNFRSF18 TNFRSF4 TNFRSF9 TNIP2 TRADD TRAF1 TRAF2 TRIP10 TSFM TTYH2 TUBA1C TXN VEGFA VWA1 ZNFX1 GSE42724_MEMORY_VS_B1_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE42724_MEMORY_VS_B1_BCELL_UP AAK1 ACP3 AKAP8 AP4M1 APPL2 ARHGAP19 ASPSCR1 ATG4B ATG5 ATXN7L3 BAHD1 BLZF1 BMP7 BNIP2 BRD9 BST1 BTBD1 BTBD19 C1GALT1 C1orf109 C1orf74 C4orf46 C5orf34 CAMK2G CCDC47 CCDC71L CD3G CD52 CDKAL1 CFAP410 CIAO1 CIRBP CLK4 CLMN CLN8 CLPTM1L COPZ1 CPLX3 CRAMP1 CRIPT CRYZL1 CSRNP3 CXXC1 CYP2U1 DAPK3 DBP DCAF10 DDC DEF8 DEPDC5 EDEM2 EGFL8 ELOF1 EPHB2 ERAP1 FAM204A FBLIM1 FLVCR1 FOXE3 FOXN2 FYB1 GDF15 GIMAP7 GNAS-AS1 GPS2 GRINA GTDC1 GUCD1 HBP1 HCFC2 HDAC8 HECTD3 HGS HNRNPDL HP HSDL2 IFT57 IMPACT INHBA IPMK IPPK JADE1 KATNBL1 KIAA0319L KIF2A KRTAP13-2 LCMT2 LIPT1 LIPT2 LMBRD1 LSAMP LTF LTN1 MAF1 MAK MAP3K21 MAP7D1 MAPK4 MARCO MEAK7 MEX3D MIEF1 MKRN2 MLF2 MOAP1 MOB3A MTF2 MYLIP NCCRP1 NDUFA9 NELFA NINJ2 NPLOC4 NRTN NUP62 OGG1 ORC5 PAIP2 PBXIP1 PDE6D PDP1 PDRG1 PEF1 PHKG2 PIGB PIGH PIGX PLA2G7 PLEKHA8 PMS2 POU2F1 PPFIA4 PRKAB1 PRPSAP2 PRUNE1 PSMA4 PSMD14 PTDSS2 PTGR2 PURG RB1 RBM7 RCOR3 RHBDD3 RIMS3 RNASEK RNF181 RNF41 RNMT RPS6KB1 SCOC SEC11A SEC14L2 SELENOM SEPHS2 SERAC1 SGPP2 SH3BP2 SLC52A2 SLC6A13 SLX4 SMARCD2 SMO SNX30 SOS2 SPRED2 SUMO3 SYCN TAT TBC1D24 TCF25 TIMP4 TMEM134 TMEM151B TMEM165 TMEM178A TMEM199 TMEM222 TMEM40 TMEM41B TMEM63A TNNC1 TRAPPC2 TRAPPC2B TRIM23 TVP23B TXNL4B UBC UBFD1 USPL1 UTP15 UTP4 VPS39 VTI1A YIPF5 ZBTB4 ZFC3H1 ZFYVE19 ZMYM1 ZNF569 GSE42724_NAIVE_BCELL_VS_PLASMABLAST_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE42724_NAIVE_BCELL_VS_PLASMABLAST_DN AATK ADCY7 ADORA2B ADORA3 ANKH ANKRD50 AP1S2 AP3S1 APBA1 APBB1IP ARHGAP15 ARHGEF6 ARL4C ASB1 ASPHD2 ASRGL1 ATM ATOSA ATP2B1 ATP6V0E2 ATPAF1 BBS9 C11orf21 C17orf100 C1orf112 C1orf162 CAND2 CAPN2 CCDC14 CCDC34 CCNY CCPG1 CCSAP CD1A CD33 CDCA7L CDK4 CELF6 CENPN CERS2 CHEK2 CHPT1 CMTM8 CNOT7 CNRIP1 COG5 CPM CPNE8 CSK CTDSPL CXCR2 DCBLD1 DCUN1D4 DENND4C DHRS9 DHX57 DIAPH1 DNMT1 DOK2 DPEP2 DUS2 DUSP13 DUSP23 EFCAB10 EIF4E3 EMB ENTREP1 ERP27 F13A1 FCGRT FEZ2 FUCA1 GAS7 GDPD1 GNPDA1 GPR146 GPR34 GRAMD4 GRHPR HACD4 HADH HHEX HLA-DMA HLA-DMB HRH1 HSPBAP1 IFT172 IL16 IL1R2 IMPA2 ING2 IRAG2 KCTD7 KIF13A KLF17P1 LPAR6 LRRC37B LRRC8C LST1 LY86-AS1 MAN2A2 MAP4K1 MBP MCOLN1 MCU MED20 MEF2C MLEC MORN2 MPPE1 MRTFB MTCL1 MYO18A MYO1D NAGK NAGPA NCAPG2 NCAPH NCF2 NDRG3 NFATC3 NRGN NUDT1 OTULINL P2RY12 P2RY14 PAGR1 PAK1 PAQR5 PAQR8 PARVG PBX3 PDE3B PDP1 PER3 PINK1 PITHD1 PLA2G4A PLXDC2 POGK POMGNT2 PRKACB PVT1 PWWP2B RAB7A RCBTB2 RGS18 RHBDF1 RHOBTB1 RNF130 RTL6 RTN3 SAMD13 SENCR SEPTIN9 SHB SLC25A48 SLC2A8 SLC35F6 SLC37A2 SLC46A3 SNX18 SNX24 SOCS7 STARD9 STC1 SYNE3 TACC1 TCEA1 TCFL5 TET3 TGFBR2 TLR4 TM6SF1 TMEM168 TMEM250 TMEM86A TNFSF12 TPM1 TRIM36 TRIQK TSPAN32 UBE2E2 VCPIP1 WWOX ZBED3 ZBTB4 ZCCHC24 ZFP36L2 ZKSCAN4 ZNF362 ZNF441 ZNF555 ZNF569 ZNF571 ZNF641 ZNF738 ZNF844 GSE42724_NAIVE_BCELL_VS_PLASMABLAST_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE42724_NAIVE_BCELL_VS_PLASMABLAST_UP ACSM5 AIM2 APOBEC3A APOL1 APOL6 ARPIN AXL B3GNT2 BATF2 BRIP1 BST2 BTG3 C15orf48 C4orf33 CARD16 CASP1 CASP12 CD2AP CD38 CFB CHRM1 CLDN1 CLEC1A CLEC4D CMPK2 CMTR1 CNP COQ10B CSRNP1 CXCL10 CXCL11 DACT2 DDHD1 DDIT3 DDX60 DDX60L DESI1 DHX58 DNAJB4 DNAJB9 DTX3L E2F8 EIF2AK2 EPDR1 EPHB2 EPSTI1 FAM234B FBXO32 FBXO6 FCHSD1 FILNC1 FRMD3 FUT4 GBP1 GBP4 GBP5 GCH1 GCLM GMPR H2AC6 HELZ2 HERC5 HERC6 HESX1 HLA-F HSH2D HUS1 IFI27 IFI35 IFI44 IFI44L IFIH1 IFIT1 IFIT2 IFIT3 IFITM1 IL15RA IRF1 IRF1-AS1 IRF7 IRF9 ISG15 ISG20 ITGB7 ITIH4 KCTD14 KIRREL1 LAG3 LAP3 LGALS3BP LY6E MAD2L1BP MASTL MCM5 MIA3 MOV10 MRPL40 MVP MX1 MX2 MYD88 MYLK-AS1 NADK NAPA NEXN NKIRAS2 NLRC5 NMI NRIP1 NT5C3A NUB1 OAS1 OAS2 OAS3 OASL OTOF PARP10 PARP12 PARP14 PARP9 PATL1 PCGF5 PDGFRL PHACTR4 PLAAT4 PLSCR1 PML PNPT1 PPM1K PPP4R3C PRR9 PSMA4 PSMB9 PSME1 RAB8A RAD9A RBM11 RIGI RIPK1 RSAD2 RTN1 RTP1 RTP4 SAMD4A SAMD9 SAMD9L SCARB2 SERPING1 SHFL SHISA5 SIGLEC1 SLC22A4 SLC25A28 SP110 SP140 SPATS2L SQSTM1 SRGAP2 SSB ST7 STARD4 STAT1 STAT2 STOM SWT1 TAF5LP1 TAP1 TAP2 TAPBPL TDRD7 TENT5A TESMIN TIMD4 TLR3 TMEM140 TMEM268 TNFSF10 TRAFD1 TREX1 TRIM21 TRIM22 TRIM25 TRIM5 TUFT1 TYMP TYW5 UBA7 UBAP1 UBE2L6 USP18 USP30-AS1 VSIG10L XAF1 XPO6 ZBP1 ZNF107 ZNFX1 GSE42724_NAIVE_VS_B1_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE42724_NAIVE_VS_B1_BCELL_DN ACTR1B ADISSP ALG8 ANAPC1 ANTKMT APBA1 APEX1 ARL6IP4 ARMC7 ARRB1 ASAP2 ATP5F1A ATP5MG ATP5PB ATP5PF ATP6V0E2 AURKAIP1 B3GALT5-AS1 BPNT2 CCDC124 CCDC167 CCND2 CDRT15 CFAP298 CHD4 CLSTN1 CNIH2 COX5B COX6C CPPED1 DCTN2 DCTPP1 DDB1 DGAT1 DMAC1 DOCK3 DPH2 DZIP1 EEF1B2 EEF1E1 EIF2D EIF3K EIF3L ENHO EXOSC2 FAM20C FASTKD1 FBL FBRSL1 FH FLNA FLOT2 FOXO1 FXN GAS5 GGCT GPD1L GPR35 GPX3 GTF3C2 GYPC HACD3 HCG11 HIGD2A HLCS HOXD9 HVCN1 IDH3B IL16 IL17RA IMPDH2 IPO5 JAKMIP3 KCTD5 LAGE3 LINC00692 LMNB2 LRPPRC LRRC45 LRRC8A MAP1A MAPKAPK5-AS1 MEA1 MMS19 MOCS2 MRPL12 MRPL24 MRPL36 MRPL38 MRPL4 MRPL48 MRPS2 MRPS24 MRPS27 MRPS34 MRPS35 MTFP1 MTMR9LP NBEAL2 NDC1 NDRG2 NDUFB10 NDUFS3 NEURL2 NOP53 NRGN NUDT14 NUP210 OSTC OVOL3 OXA1L PABPC4 PES1 PFKM POLD2 POLR2B PPARGC1B PREX1 PRKDC PRMT1 PRORP PTOV1 PTRHD1 R3HCC1 RAB1B RAB3A RABEPK RACK1 RHOT2 RNF151 RNF167 RPL13 RPL13A RPL15 RPL22 RPL26 RPL29 RPL3 RPL34 RPL4 RPL5 RPL7 RPL7A RPL8 RPS10P5 RPS17 RPS2 RPS3 RPS5 RPS6 RPS7 RPSA RXRA S100A9 SEC61B SET SIRT2 SLAMF8 SLC25A29 SLC25A6 SLC37A2 SLC39A4 SLC9A3-AS1 SND1 SNHG29 SNRPD2 SORT1 SPATC1L SPDYE1 SRP72 STX10 SUCLG1 SYNCRIP TBXAS1 TCP1 TFB2M TIMM17A TIMM21 TIMM44 TIMM50 TIMMDC1 TMCC2 TMED3 TMEM117 TMEM147 TMEM161A TMEM223 TOP1MT TPM1 TREML1 TTC19 UBE2G2 UGGT1 UQCRH UTP11 VASH1 VDAC2 ZNF219 ZNF584 GSE42724_NAIVE_VS_B1_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE42724_NAIVE_VS_B1_BCELL_UP ACTL7B ACTL9 AGPAT1 AKR1C4 ALDH1A3 AMBRA1 ANKIB1 ANKRD39 APAF1 ARHGAP26 ARID4A ARMCX6 ASB13 ATAD2B ATP9B B4GALT5 BAZ1A BCOR BOD1 BST1 BTG4 C1orf56 CAPN12 CASP1 CAV3 CAVIN4 CDC73 CENPJ CEPT1 CGGBP1 CIAO2B CITED2 CLCN7 CPSF2 CRLF3 CSF2 CSRNP1 CSRP3 CUTC DENND2B DGKA DHX37 DNAH12 DRAM1 ELP5 ETNK1 FAM20B FAM241A FARSA FBRSL1 FCGR1A FMR1 FNBP4 FRMD4A FRMPD3 GABPB1 GALNTL5 GAP43 GGT1 GJA1 GLS GOLGA3 GOSR2 GPR87 GRINA GTDC1 HDC HK1 HK2 HSPA12B HSPA1B IFIT1 IFNAR1 IGSF9 IL18BP INPP5B IRAK2 IRF1 ITPRIP JUNB KAT6A KIAA2026 KLHL13 KLRG1 KPNA3 LARP1 LHX2 LPAR3 LRP10 MACIR MAN2A1 MAPK9 MAPKAPK2 MARK3 MDM2 MTMR7 MUSTN1 NAA16 NAA25 NAP1L3 NDST2 NFKBID NFKBIE NR3C1 NRP2 NRTN NUDT13 OSMR PAMR1 PARP11 PARP8 PARP9 PDE4B PHIP PHLDA1 PIGV PLCB3 PLEKHF2 PLK3 PLOD2 PML PNP POU2F2 PPA1 PPM1K PPP1R15B PPP2R2A PPP4R2 PSMA4 PSMB10 PTCH1 PTPN9 RAB11FIP1 RAB9A RAPGEF2 RAVER1 REEP2 REL REXO4 RFX5 RGL1 RHOU RNF14 RNF34 RRP9 SEC63 SECTM1 SERPINB12 SETDB2 SH3BGRL2 SH3BP4 SH3GLB1 SLC17A3 SLC22A15 SLC39A14 SLC4A7 SLC7A8 SMG7 SMG9 SMIM3 SNORD89 SOX9 SSMEM1 STAT2 STAT3 STPG4 SUSD6 SYNE3 TAP2 TASOR2 TCF4 TEX19 TFAP2E TMCO3 TMEFF2 TNF TNFAIP3 TRIM13 TRIM14 TRIOBP UBASH3B UBE2U UBQLN3 UTP6 VASP VCAN VPS37B VRK2 VSTM5 WARS1 WDR37 WHAMM WNT5A WNT9B YTHDF1 ZC2HC1A ZEB1 ZHX2 ZNF799 ZNRF3 GSE42724_NAIVE_VS_MEMORY_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE42724_NAIVE_VS_MEMORY_BCELL_DN ACSL5 AFF1 AKT2 ALDH1L1 ANKIB1 ANXA1 ANXA7 ARHGAP26 ARID4A ASAH2 ASAP3 ATP6V0E2 ATP8B2 BATF2 BBX BCAS3 BFAR BLTP1 BRIP1 C1QB C1orf100 C6orf15 C8orf33 CA2 CAAP1 CASP4 CCDC6 CCDC86 CCNL1 CD40 CD69 CD83 CENPJ CENPV CGAS CLASP2 CLIC4 CLTA COX15 CPEB4 CTXN3 CUTC CXCL11 DCP2 DENND6B DHRSX DRAM1 DUSP16 EDNRB EIF4G3 ETFB ETNK1 F3 FAM241A FANCC FAR1 FEM1C FNDC3B FRMD4A FUNDC1 FYN GBP7 GCHFR GDA GLS GLUD1 GOLGA3 GPR84 H2AZ1 HINT3 HIPK2 HLX HMBOX1 HOXD4 IFIH1 IGF2R IGFBP4 IKZF1 IL13RA1 IL15RA IQSEC2 IST1 ITGA4 KAT6A KATNA1 KCNN4 KEAP1 KLRD1 KRTAP21-1 LDLR LHX2 LRCH1 LUC7L3 MACIR MACROH2A1 MAN2A1 MAP2K4 MAP3K20 MAPK1IP1L MAPKBP1 MARF1 MGAT4A MSRA MTMR11 MTMR7 MYO1A N4BP1 NBDY NFKBIZ NIBAN1 NONO NRBF2 NSD3 NSRP1 NUP153 OAS2 PARP9 PDE4B PDGFC PEBP4 PEX5 PGGT1B PGM3 PIM1 PINK1 PIP4K2A PLOD2 PPIP5K2 PPM1K PPP2R2A PPP2R5A PRKD3 PROS1 PRXL2A RAD54L RAMP1 RANBP2 RBBP8 RBMS1 RBMXL1 RCAN1 REEP3 RFNG RIOX2 RIPK2 RPL34 RPL37A RPL38 RPS10 RPS11 RPS14 RPS9 SAP30 SAV1 SDC4 SEC24B SECTM1 SELENOP SEMA4C SERTAD3 SETDB2 SGK3 SH2D4A SHOX2 SLC39A14 SLC4A7 SLFN13 SNX10 SPATA48 SPIN4 SPRED1 SPSB1 SREBF2 STAT3 STING1 STIP1 STX12 STX6 STYX SYNE3 TASL TFAP2D THOC6 TMPO TMTC4 TNFSF4 TOMM70 TPT1 TRA2A TSTD1 TTYH1 USP12 VCAN VOPP1 WDR43 YTHDF1 YWHAZ ZC3H7A ZNF263 ZYX GSE42724_NAIVE_VS_MEMORY_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE42724_NAIVE_VS_MEMORY_BCELL_UP ABCC10 ACBD3 ACP5 ACVR1B ADORA2B AFP AGAP2 AIF1 ALDH1A3 ALOX12 ANGPTL3 ANKRD7 APBB1 APOOL ASB6 ATG16L1 ATP6V0A2 AXDND1 BAZ1A BEND6 BIRC3 BMP7 C11orf71 C1QTNF9 C9orf72 CA2 CAMLG CCN3 CCNYL1 CD38 CDC73 CELA3B CFL2 CFLAR CHAT CHIC1 CHRNB1 CILP2 CLDN5 CMKLR1 COA5 COG1 COPZ1 COQ8A CPLX3 CXCL16 CYB561A3 CYSLTR2 DCBLD2 DGKH DNAJA1 DPF2 DPM2 DUSP14 EHD1 ERBB2 ETFRF1 EXO5 FAM20B FAXC FBLN7 FBP1 FCGR1A FGFBP3 FICD FLAD1 FLT3LG FYB1 GABPB1 GBP2 GBP7 GCH1 GET4 GLRX GNAS-AS1 GOSR1 GOT1L1 GPD2 GPM6A GSR GSS GTF2A1 GUCA1B GYPC HCAR2 HIRA HLA-DMB HMGA1 HP HRCT1 HRH3 HSPH1 IDNK IFNAR1 IL1B IL4I1 INHBB INTS12 IRAK2 ITGB7 KCNIP4 KIF9 KLHL15 KLRG1 LALBA LMO4 LOXL4 LRRN2 LSAMP MAP3K21 MAP6D1 MARCO MEIKIN METTL6 MFSD8 MIR22HG MKKS MOAP1 MON1A MRGBP MRPL10 MSR1 MTF2 MX1 MX2 MYH11 NCK1 NCSTN NFKBIE NINJ2 NLRP3 NMT1 NPLOC4 NPPA NRBP1 NSUN5 PAFAH1B1 PAPPA2 PCDHB15 PDZD11 PGAM2 PHOSPHO2 PLIN4 PLP1 POLR3D POU1F1 PPFIBP2 PPP1R15A PRPF40A PRSS23 PRSS45P PSMB10 PSMF1 PTGS2 RAB11FIP1 RABL3 RALGDS RASGRP1 RGL1 RTL6 RUNX3 SAMHD1 SAXO1 SCAND1 SCNM1 SCYL3 SENP6 SERPINA11 SETDB2 SGPP2 SH2B2 SLC30A6 SLC35G6 SLC6A4 SLC8B1 SMG8 SPHK2 SPOPL SRA1 STAM2 STAT1 STIM2 SUCO SYS1 TCF25 TLR9 TMEFF2 TMEM183A TMEM40 TMOD4 TNFSF10 TNIP1 TRMT9B TRPM5 TXN TYW5 UBC UNC13D UNC5A WNT9B GSE43260_BTLA_POS_VS_NEG_INTRATUMORAL_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43260_BTLA_POS_VS_NEG_INTRATUMORAL_CD8_TCELL_DN AASDHPPT ACAA1 ACSL4 ADA AHCY AKAP11 ALCAM ALDH9A1 AMD1 ANAPC5 ANKRD46 ARF3 ARID5A ATF6 ATG14 ATP5F1A ATP5F1C CAMTA2 CCDC6 CCS CD83 CDIPT CDK14 CDS1 CEP57 CLK2 CLNS1A COL4A1 COQ2 CRYBG3 CS CYP2C19 CYRIA DDX52 DELE1 DGCR5 DHX16 DHX29 DLC1 DNAJC16 DPF2 DPYD DYNLT3 EEF1D EEF2 EHD1 ENC1 ENG ERCC6 ERP44 ESD ETV5 EVI2B EVI5 EXT2 FH FLT1 FNBP1 FRAT2 GLCE GLO1 GPR137B GSTA2 H2BC10 H2BC12 H2BC13 H2BC14 H2BC15 H2BC21 H2BC4 H2BC5 H2BC6 H2BC7 H4C13 HADHA HERC3 HLA-E HOXB1 IGBP1 IL12B IL4R IMPDH2 ING3 ITGA6 ITPRID2 JAK1 KDM1A KIF3B KLHDC3 LAMP3 LMO2 LRPPRC LSM6 LYN MANBA MAP3K5 MARCKSL1 MDM1 MICA MR1 MRFAP1L1 MT1A MT2A MTRR MYH9 N4BP2L2 NAP1L1 NCAPD2 NCOA4 NDUFV2 NIPSNAP2 NLRP3 NSA2 NSF NUP42 OVOL2 OXA1L PABPC1 PANX1 PATZ1 PDE6D PDHB PEX13 PHB2 PIGF PKD2 PLOD1 POLB POLR2J PPP3CB PRKAA1 PSMD4 PTDSS1 PTPN2 PTPRJ RAB31 RAB3GAP1 RACK1 RAP1GAP RECQL RFTN1 RNF19B RPL17 RPLP0 RPLP1 RPS15A RPS2 RPS8 RYK SEMA3C SERPINB1 SGPL1 SH3BGR SLC25A11 SLC35A1 SLC35A2 SLC4A2 SLC5A5 SLC5A6 SNX19 SOCS1 SPG7 SPRY1 SRPK1 SSB ST6GAL1 ST8SIA4 STAT4 STX6 STX7 SUPT4H1 TBCC TBPL1 TCF7L2 TEX261 TNFAIP3 TNFAIP6 TOR1B TRAF3IP2 TRAF4 TREX1 TUBB TXNL4A UBE2D1 UBE2E3 UBE3C UBXN1 UBXN2B UNC119 WDR7 ZC3H14 ZNF10 ZNF175 ZNF200 ZNF212 ZNF330 ZNF35 ZNF518A ZSCAN26 GSE43260_BTLA_POS_VS_NEG_INTRATUMORAL_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43260_BTLA_POS_VS_NEG_INTRATUMORAL_CD8_TCELL_UP ADCY9 ADRM1 AFG3L2 ALAS1 ALDOA ALOX5AP ANXA2 AOAH ASMTL ATG4B ATP6V0C ATP6V0D1 ATXN2L BCAP31 BLOC1S1 BLVRB BSG C1orf216 CALU CAPNS1 CAPZB CD163 CD302 CD63 CES1 CKS2 CNOT3 CREB3L2 CTSD CTSL CYBA DDX10 DEGS1 DNM2 DRAP1 DVL3 EIF4G1 ELOB EMC2 EMP1 ENTPD6 ERF ETF1 EWSR1 FAH FAM20B FBP1 FCER1A FCN1 FICD FKBP2 FNDC3A FOSL1 GABPA GCLC GCLM GFPT1 GIPR GMFG GNPDA1 GOLGA2 GPNMB GRN GSR GSTP1 GTPBP6 GUK1 HCFC1 HDDC2 HEXA HLA-DMB HMOX1 HNRNPU HOMER3 HRAS HSP90B1 HSPA5 HTATIP2 HYOU1 IBTK IL16 IL1R2 IRAK1 ITGA5 ITGB2 ITGB7 JMJD6 JUN KCTD7 KDELR2 KEAP1 KLC1 KXD1 LAMP1 LHFPL2 LILRB4 LMNA LRRC42 LYZ MAPKAP1 MAPRE1 MCFD2 MOAP1 MRPL23 MSR1 MTSS1 MYDGF NDUFA1 NDUFB7 NHP2 NOTCH3 NPC1 NQO1 NSD2 NSMAF NUCB1 NUDT1 OSBP P4HB PCSK5 PDIA3 PDIA4 PDIA6 PGM3 PHF1 PIR PITPNA PITPNB PLEKHM1 PLIN2 POFUT2 POR PPARG PPIB PPIF PSMC3 PSMD11 PSMD7 PSMD8 PTOV1 PTS RABAC1 RALGDS RAN RBBP4 RBM42 RNASE2 RNASE6 RNF4 RPN1 RRAGD RRBP1 RRP12 RUSC2 S100A4 S100P SEC13 SEC23A SEC24D SEC31A SEC61B SEC63 SEPTIN2 SLC16A6 SLC36A1 SLC39A7 SNAPC1 SPAG5 SQSTM1 SRSF3 STK10 STX5 TBC1D1 TBC1D9B TCF25 TESK1 TFPI TIMM17A TLK1 TMED5 TMED9 TMEM41B TPST2 TRAPPC3 TRIM16 TSPO TSPYL2 TXLNA U2AF1 UAP1 UBE2H UFD1 UQCR11 UTP18 VCP VDAC3 YBX1 YWHAQ ZNF101 ZNF516 GSE43700_UNTREATED_VS_IL10_TREATED_PBMC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43700_UNTREATED_VS_IL10_TREATED_PBMC_DN ABHD8 ABI1 ACSM2A ACTL6B AHR AK1 AMBP AP3S2 ARHGEF25 ARL10 ARL2 ARTN ASGR1 ATP6V0B B4GALT3 BFSP1 BTK C19orf48P C5orf34 CAP1 CCL4 CD36 CDC26 CDK5 CDKN2B CDKN2D CEBPD CEP350 CH25H CHUK CISD1 COG1 COL10A1 COL5A1 COL6A2 COQ3 CPA3 CTNNB1 CXCL10 CXCL9 CYB5A CYP2F1 DBNDD2 DCTN3 DCUN1D5 DDIT4 DEF8 DENND5A DFFB DIAPH1 DNAJC2 DR1 DTYMK DUSP16 DUT EEF1B2 EFNA1 EIF1AX ENSA ENTPD6 ENTPD7 EPAS1 ERF ERRFI1 EZH1 FABP5 FABP9 FAM32A FCGR2B FGA FRAT1 G0S2 GADD45A GADD45G GBP7 GGA2 GKAP1 GMPPB GPCPD1 GPN3 GRIA4 GRK2 GSS GTF3C4 GTPBP2 H3C7 HAND1 HDC HES5 IFIT3 IL17D IL6 IRF1 IRF8 ISCA2 KCNJ11 KRT32 LCK LYPLA2 MAFF MAL MAP3K11 MAP3K8 MATN4 MCOLN2 MED27 METAP1 MID1IP1 MIDN MIPOL1 MOGS MRPS26 MT1E MT2A MYD88 NDUFA8 NDUFA9 NDUFS6 NDUFV2 NFIL3 NOC4L NOCT NOTCH3 NR1D1 NTPCR OPRL1 PAH PARK7 PCBD2 PCNT PDC PEX19 PFKL PHYH PITX1 PLAT PLSCR1 PLXNA1 POLD3 POLD4 PON3 PREPL PROCR PSMG2 PTGER4 PTTG1 RAB18 RAC3 RAN RCAN1 RETSAT RGL1 RIT1 RIT2 RMC1 RORC RPA2 RPS10 RSPO1 RUNX1T1 S100A13 SAR1A SAYSD1 SCN9A SELP SEMA6B SFMBT2 SH2B3 SLBP SLC1A4 SLC2A1 SLC35C2 SLC46A1 SNAP23 SNTA1 SNX12 SOCS3 SPHK1 SSX2IP STAT5B SYNGR1 SYT10 TADA1 TEAD1 TMEM70 TPI1 TRAPPC3 TRIM49B TSPO2 TSPY1 UBE2D2 UBE2F VNN1 XDH XRCC5 ZFAND5 ZNF326 ZNHIT3 ZP1 ZWINT GSE43700_UNTREATED_VS_IL10_TREATED_PBMC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43700_UNTREATED_VS_IL10_TREATED_PBMC_UP ABCC8 ACOD1 ADRB2 ALAS2 ALDH3A1 ANAPC1 ANAPC15 APC APOA1 ASF1A ASPM ATAD2B ATF3 ATP9A AZI2 BCL10 BCL2A1 BCL6 BCL7B BRI3 BTBD17 BTG4 C8orf82 CASP14 CBFA2T2 CCL19 CCNG2 CCRL2 CCT2 CD96 CELA2A CEP131 CITED2 CKS2 CLEC3B CMA1 COA6 CRTAP CRYGB CRYGS CSNK2A2 CTPS1 CXADR CXCL3 CYP1A2 CYTIP DCX DDX27 DHX16 DIO1 DPP6 DPYSL2 DPYSL4 DTD1 DUSP1 DUSP2 DYNC1H1 ECPAS EGR1 ELF3 ENC1 EPB41L4A-AS1 EPHA2 FAP FGF17 FJX1 FMNL3 FOS FOXD1 FPR2 FPR3 FXYD1 GAPDHS GART GCGR GLRA1 GPN1 GPR162 GTF2A1 H6PD HCCS HCFC1 HMGA2 HMGB2 HNRNPA1 HNRNPH1 HOMER1 HP1BP3 HPS1 HSD17B7 ID3 IFITM10 IFRD1 IL1A INSRR IPO5 KANSL2 KCNJ1 KCNJ2 KRTAP19-5 LCAT LHX3 MAP2K2 MCM6 MELTF MERTK MIA MMP9 MOV10 MRPL55 MYBL2 NAPB NCBP2 NCOA1 NFE2L2 NFIA NGDN NMB NME6 NNAT NOTCH2 NR0B2 NR1H3 NR1I2 NR2F1 NR4A1 OTULINL PAFAH2 PCYOX1 PDE6B PHC2 PHF12 PHLDA1 PMP22 POLR1A PPFIA4 PPP1R2P1 PRKACB PSCA PSPN PTER PTPN5 PTS PUM2 RAX RBM17 RGS2 RHOB RMND5A RNF138 RPA1 RPL31 SC5D SEPTIN2 SETDB1 SLC20A1 SLC38A2 SMAD5 SMAP1 SMIM1 SNAPC2 SNCG SNX9 SPDL1 SPINK1 SPINT2 SPRR2A SSR2 STYX SYNCRIP SYNRG TECTB TENM1 TEX2 TFDP1 THY1 TNFAIP6 TNFRSF1B TNNI3 TPK1 TRAK1 TRAPPC5 TSC1 TTR TUG1 TXNL4A UBE2A VAMP3 VCAN VHL VMP1 VPS37B WDR55 WNT2B ZFP36L2 ZNF394 ZNFX1 ZRSR2 ZYG11B ZZZ3 GSE43863_DAY6_EFF_VS_DAY150_MEM_LY6C_INT_CXCR5POS_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43863_DAY6_EFF_VS_DAY150_MEM_LY6C_INT_CXCR5POS_CD4_TCELL_DN ABCA7 ABCD1 ABCG2 ABI3 ACAP1 ADAMTS10 AFF1 AKNA AKR1B10 AKT3 AP3B1 ARHGAP19 ARHGAP45 ARHGDIB ARHGEF1 ARHGEF18 ARID3B ARID5A ATOSA ATP13A2 BANK1 BAZ2B BCL3 BICRA BMP2K BNIP3L C19orf38 C1orf21 CBL CCDC82 CCDC88C CCND3 CCNG2 CD1D CD38 CD3D CD3G CD79A CD82 CDC42EP3 CDON CEMIP2 CHST12 CNN2 CNR2 CORO1A CREBL2 CREBRF CTSF CTSS CTSW CYB561A3 CYBB CYTH1 DCK DENND1C DENND3 DGKA DMPK DOCK2 EMB EMP3 ETS1 FAM107B FCGR2B FLI1 FOXO4 FRYL GAB3 GANC GCOM1 GDI1 GMFG GRAMD2B GRK2 GTPBP2 H3-5 HCST HELZ HEXB HLA-DOB HPSE ICOSLG IFNGR2 IFT80 INCA1 INPP5D IP6K1 ITGA4 ITGB3 ITK JUND KDM7A KIAA0040 KIZ KLF2 KLHL14 KLHL24 KLRD1 KMT5C LAPTM5 LEPROT LNPEP LPAR6 LPCAT2 LPP-AS2 LRRC8C MAP4K2 MBD4 MPEG1 MRTFA MS4A6A MSRB3 MXI1 MYLIP MZB1 N4BP2L1 N4BP3 NOTCH2 NOXO1 P2RY10 P2RY14 PCMTD2 PDE2A PDE3B PECAM1 PGAP1 PHF1 PHF13 PHLDA3 PIAS3 PIK3CG PITPNM1 PLD4 PLEKHA2 PNLIP POLR3GL POU2AF1 POU6F1 PPM1D PTPRE RASA3 RASGRP2 RASSF2 RBM38 RCSD1 RERE RFLNB RIN3 RNASE6 RNASEL RNF167 RP2 RPS6KA5 S1PR4 SASH3 SELL SELPLG SEMA4B SEMA6D SERINC3 SGMS1 SH3BP1 SIDT1 SIGLEC10 SIRT4 SLC12A6 SLC25A53 SMC6 SMIM14 SMPDL3A SORD SPATA6 SSH2 STK10 STK17B SUSD1 SYK TBC1D10C TBXA2R TCP11L2 TK1 TLR1 TMEM123 TMEM86A TNFAIP8L2 TP53I11 TRAF5 TSPAN13 TSPYL4 TTC5 TUBB1 TUT7 TYROBP UBA7 UPB1 WNT10A YPEL3 ZNF414 ZNF608 GSE43863_DAY6_EFF_VS_DAY150_MEM_LY6C_INT_CXCR5POS_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43863_DAY6_EFF_VS_DAY150_MEM_LY6C_INT_CXCR5POS_CD4_TCELL_UP ABAT ABCG1 ACAP1 ACTRT2 ADAM8 ADGRE5 ARL10 ATP6V0D1 B3GNT5 B3GNT7 B4GALT1 BACH1 BACH2 BEX3 BICRAL CABLES1 CALHM4 CAMK2G CBX2 CD27 CD84 CD86 CERK CFAP299 CHST15 CLK1 CNKSR1 CNOT8 COQ8A CPNE8 CR2 CSF1R CSTB CTSA CTSB CXXC5 DAPL1 DDIT4 DGKD DIPK1A DMXL1 DSTYK DTX1 DUSP2 EGFL6 EGR3 EPHB2 EPHX1 EXOC2 FCMR FCSK FIBCD1 FOSL2 FOXJ2 FYN GDI1 GIGYF1 GPR137B GRAMD4 GRIP1 GSE1 HAUS4 HIC1 HOPX HOXC6 HPCAL1 IER2 IER5L IL6R INPP5D IRAK2 IRF2BP2 IRF2BPL IRS2 ITGAV KCNJ12 KHDRBS3 KLF2 KLHL24 KLRC2 KMT2E KRTCAP3 L1CAM LASP1 LAT2 LDLRAP1 LIN28A LLGL2 LOXL3 LRP5 LRRC72 LYL1 LYRM7 LZTFL1 MALAT1 MAST3 MBNL1 MIDEAS MINDY2 MSN MYO1C NEAT1 NFATC1 NFIC NKTR NR4A2 NRGN PAPOLG PCYT1A PDE2A PDGFA PEA15 PER1 PHF1 PHLPP1 PLA2G15 PLCG1 PLD2 PLD3 PLK2 PNRC1 POU6F1 PPCDC PPP1R3G PTK2B PTOV1 RAB3GAP2 RAP2B RASD1 RBPJ RCHY1 RENBP RETREG1 RGS13 RGS2 RHOF RMND5B RNF122 S1PR3 SARS1 SENP7 SFT2D2 SFXN3 SGK1 SGSH SIAE SLC17A5 SLC6A15 SLC8B1 SLX4 SMAD3 SNAI3 SNAP29 SNN SNX30 SP6 SPP1 SRD5A3 SRPK2 SRRD STEAP1 STK10 SUN2 SUSD6 TBC1D2B TBC1D4 TBC1D9 TBL1XR1 TCIRG1 TECPR1 TGFB1 TIMP2 TMC6 TNKS1BP1 TNRC18 TPRA1 TPST2 TRIB2 TRIM11 TSC22D1 TSC22D3 TSPAN14 TUBB2B TUT4 TWSG1 TXNDC8 UBE2D1 VAMP2 VASP VCL VEGFB VPS37B WDR26 WFIKKN1 XIST ZFPM1 ZNF365 ZNF516 ZNF667 ZNF768 GSE43863_DAY6_EFF_VS_DAY150_MEM_TFH_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43863_DAY6_EFF_VS_DAY150_MEM_TFH_CD4_TCELL_DN ABHD3 ACTN1 ADAM19 ADCY8 ADGRL3 AEBP2 AIF1 ARL4C ARRDC5 ATP8B2 B3GLCT BATF BCL2L1 BHMT BMP1 BNC1 BRWD3 BSPRY BTBD3 C11orf52 C16orf46 C1QL3 C21orf91 C3orf52 C8orf34 CACNA1B CACNA1S CACNA2D3 CALN1 CARD10 CARD6 CBLN1 CCDC153 CCDC18 CCDC85A CCL25 CCR7 CD200 CD44 CD81 CDC25A CDH7 CDON CDX4 CFLAR CHRNA2 CHST11 CKB CLCF1 CLDN8 CLEC12B CLN6 CPM CREB5 CRHR2 CSMD3 CST7 CYLC2 DACH1 DDX11 DENND3 DENND5A DUSP15 DZIP1L EBI3 EMX2OS ENDOU ENTPD6 EPS8L2 EREG ERG28 ETV2 FBXL21P FCRL1 FUT8 GABRB2 GADD45B GIMAP4 GPR146 GPR182 GPX7 GRHL1 GRIK2 HAO1 HBEGF HMGCLL1 HNF1B HOXB1 HSD11B1 HSF5 HTR3B HYCC1 IFITM2 IFNLR1 IGFBP4 IL12B IL2RA IL6 INO80E ITGA8 JUN KCNA5 KCNAB3 KCNMB2 KIAA0040 KSR1 LAG3 LIPG LTA MAMDC4 MBOAT2 MEIOC MIOX MISFA MLLT6 MMP2 MPZ MUSK MXI1 MYH4 NAPEPLD NBEA NFKB1 NIBAN3 NUDT11 OR52A1 PALMD PARD6G PCGF5 PERP PFDN2 PLAG1 PLXNC1 PLXND1 PNMA8B PPP1R1C PRND PRRX2 PTH1R PTH2R PUS7 PXN RAB34 RAPGEF5 RBFOX1 RFX5 RHBDL3 RIMBP3C RLN1 RNF133 RNF144A RNF180 RNF222 RPS6KA2 RTKN2 SAMD4A SCML2 SCN1A SERPINB4 SERPINB9 SGCD SH3GL3 SLAMF1 SLC17A2 SLC17A6 SLC4A9 SLC7A3 SNAP25 SOCS2 SOCS3 SPAG16 STARD8 SUV39H2 SWAP70 SYTL3 TBX21 TENM4 TET2 THY1 TLCD1 TM4SF20 TMEM214 TNFAIP6 TNFSF14 TPK1 TRPV1 TSPAN2 UBTFL1 UCP1 UNC79 UNCX WDR64 WEE1 XCL1 ZFAT ZIC4 ZNF423 ZNF616 GSE43863_DAY6_EFF_VS_DAY150_MEM_TFH_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43863_DAY6_EFF_VS_DAY150_MEM_TFH_CD4_TCELL_UP ABAT ACAP1 ADAR AHR ALDH1A1 ATP2B1 ATP6V0A1 ATP6V0D1 ATP6V1D BACH1 BEX3 C9orf50 CA13 CABLES1 CACNA1F CBX4 CBX7 CCRL2 CD28 CD300LF CD84 CD86 CDK2 CHGA CLINT1 CMPK2 COQ8A CRIP3 CYFIP2 DCK DHX58 DMXL1 DSCC1 EEF2 EGFL6 EGR3 EMILIN2 FABP5 FAM170A FAM43A FIBCD1 FOXN2 FRMD4A FTL GALR2 GDI1 GOLGA4 GPR183 GPSM2 GRAMD4 GTPBP2 GUCD1 H3-5 HECA HELZ2 HIF1A HLA-DQA1 HNRNPF HNRNPR HSP90B1 HSPA5 ICAM5 IFI35 IFI44 IFIT1B IFIT2 IFIT3 IL33 IL6R ILF3 INO80 IRAK2 IRF7 IRS2 ISG20 ITGB4 IVNS1ABP KMT2E KRAS KTN1 LAPTM5 LAT LAT2 LEMD3 LGALS3BP LGALS9B LITAF LRRC8D LYSMD3 LZTFL1 MAFK MAP2K3 MAPK1IP1L MARCKS MARCKSL1 MAS1 MED14 MFAP1 MIDEAS MX2 MYO1B MYO1E NAB1 NAMPT NDEL1 NEAT1 NFATC1 NKAIN4 NR4A2 OAS1 OPLAH OSBPL3 PAPOLG PARP12 PCYT1A PDCD10 PDE1B PEA15 PHLPP1 PHYHD1 PIK3AP1 PLAC8L1 PLK2 PMEPA1 PMP22 POU6F1 PPP1CB PRPF38B PRXL2A PTGER4 RAD21 RAMP2 RASD1 RBM39 RBPJ REL RETREG1 RGS1 RGS13 RGS2 RHOQ RIGI RMND5B RNF114 RNF14 RSAD2 RTP4 S1PR3 SAA1 SAMSN1 SDC3 SEC24A SIRT2 SLC25A34 SLFN12 SMAD3 SNAI3 SNAP29 SP110 SPAG9 SPP1 SRPK2 SSBP4 ST3GAL5 STAP1 STARD4 STAT1 TBC1D15 TCEAL9 TCF12 TECPR1 TGFB1 THRAP3 TLR7 TMEM184B TMEM40 TP53INP2 TPST2 TSC22D2 TSPYL1 TUBB2B TXNDC16 UBE2D1 UBE2L6 UBP1 USP18 VAMP2 VARS2 VPS37B WDR1 WDR26 XAF1 XBP1 ZFAND5 ZFP36L1 ZNF367 ZNF687 ZNF800 ZNFX1 GSE43863_DAY6_EFF_VS_DAY150_MEM_TH1_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43863_DAY6_EFF_VS_DAY150_MEM_TH1_CD4_TCELL_DN ABCA7 ACTN1 AEBP2 AGRN AKNA ALPL ANKRD40 ARAP2 ARHGAP30 ARID1A ARID5A ATP5MC2 B3GALT6 B3GNT2 BABAM2 BASP1 BATF BBX BCL2 BCL2L1 BCL3 BDH1 BEND5 BIRC3 BTBD3 C21orf91 CA13 CACNA1S CARD6 CARM1 CASC3 CBLB CCDC88C CCR7 CD19 CD200 CD44 CD81 CDC27 CDCA2 CFLAR CLCF1 CPNE3 CRHR2 CRTC2 CXCL10 DDX11 DENND3 DENND5A DNAJC21 DPP4 DUSP10 DUSP16 EBI3 EID3 ETV3 EZH2 FAM107B FAM89A FCER2 FCRL1 FFAR4 FGF3 FSCN1 FUT8 GADD45B GBP2 GBP4 GBP6 GCOM1 GIMAP4 GMEB2 GPER1 GPR18 GRAMD2B HACD3 HCK HEATR6 HIVEP1 HK2 HNF1B HSD11B1 HYCC1 ICOSLG ID1 IFNLR1 IGFBP4 IL10 IL12A IL12B IL2RA IL6 IRF9 IRGM JUN KCTD14 KIAA0040 KSR1 LAG3 LAP3 LIPF LNPEP LSG1 LTA LY6D MAPKBP1 MFHAS1 MLLT6 MRTFA MS4A6A MXI1 MYBL2 MYEF2 N4BP2L1 NCAM2 NCF1 NFIL3 NFKB1 NFKBIZ NIBAN1 NIBAN3 NPHP3 OPTN OSM PCGF5 PCMTD1 PDE3B PECAM1 PELI1 PEX14 PFDN2 PFDN4 PHIP PIKFYVE PIM2 PLVAP PLXNC1 PLXND1 PPAT PPM1K PRKAA2 PUM2 PUS7 PXN RAB34 RANBP1 RBM26 RBMS1 RFX5 RHBDL3 RIC1 RICTOR RND3 RRAS2 SAPCD1 SELL SENP5 SENP6 SETDB1 SFXN1 SH3BP4 SKIL SLAMF1 SLC17A7 SLC7A3 SMAGP SMARCE1 SOCS3 SOX30 STK17B STRIP2 SWAP70 SYPL1 TAGLN2 TBL1X TBX21 TCF3 TET2 TLCD1 TLR1 TMCC3 TNFAIP3 TNFRSF13B TSPAN2 UBALD2 UBOX5 UBTD2 UBTFL1 UGCG UNC93B1 USP22 WEE1 YAE1 YTHDF3 ZFTA ZMYND8 ZNF281 ZNF710 ZRANB1 GSE43863_DAY6_EFF_VS_DAY150_MEM_TH1_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43863_DAY6_EFF_VS_DAY150_MEM_TH1_CD4_TCELL_UP AHR AK7 ALCAM AMZ1 AP1M2 ATP6V0A1 ATP6V0D1 B3GNT5 BCL9 BEX1 BEX3 C11orf96 C18orf54 CABLES1 CBLC CBX7 CCNG2 CCR6 CD27 CD28 CD53 CD72 CD74 CD84 CD86 CHKA CHRND CHST11 CORO7 CR2 CST7 CSTB CTSA CXCR3 CYBA DCAF12 DDIT4 DGKD DLK1 DMTF1 DMXL1 DTX1 DUSP4 EGFL6 EGR1 EGR2 EGR3 EMILIN2 EPHA8 EPHX1 ERF EYA3 FABP5 FCMR FNBP1 FOSB FOSL2 FOXN2 FXYD5 GAA GATA5 GFI1 GNG4 GPR183 GRIPAP1 HIC1 HIVEP3 HLA-DRA HLA-DRB1 IDE IER2 IGF2R IL1R2 IL2RG IL33 IL6ST IL7R INPP5D IRF2BPL IRS2 ITGAV ITPRID2 KLF10 KLHL18 KRTCAP3 LAPTM5 LAT LAT2 LBH LCK LITAF LONRF3 LRRC8D LYL1 LZTFL1 M6PR MALT1 MANEA MAP2K3 MARCKSL1 MAST3 MIDEAS MIR22HG MMD MYO1B MYO1C MYO1E NAB1 NAB2 NCS1 NFATC1 NR4A2 NR4A3 NRGN NSMF ORAI1 OSBPL3 OVOL2 OXCT1 PCYT1A PDE1B PDE2A PEA15 PER1 PFKP PLBD1 PLEK PLEKHF2 PMP22 PRKCA PRXL2A PTGER4 PTPN22 RAB3GAP2 RASA2 RASD1 RBPJ RCHY1 REL RENBP RETREG1 RGS1 RGS13 RGS16 RGS2 RHOF RILPL2 RMND5B RPS6KA2 S1PR3 SACS SARS1 SEMA4D SEPTIN7 SH2D2A SH3BGRL SLC17A5 SLC17A9 SLC38A1 SLC9B2 SLCO4A1 SMAD3 SNAI3 SPAG9 SPP1 SPRY1 SRPK2 SSBP4 STARD4 TCEAL9 TGFB1 TIPARP TMC6 TMEM40 TMEM51 TMEM74B TNFRSF13C TOB2 TPD52 TPRA1 TPST2 TRIB2 TSC22D1 TUBA3C TUBB2A TUBB2B TXNDC16 UAP1L1 UBE2D1 UBP1 USP2 VCL VEGFB VPREB3 WDR81 WIPF1 XBP1 XCL1 ZFP36L2 ZSWIM4 GSE43863_LY6C_INT_CXCR5POS_VS_LY6C_LOW_CXCR5NEG_EFFECTOR_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43863_LY6C_INT_CXCR5POS_VS_LY6C_LOW_CXCR5NEG_EFFECTOR_CD4_TCELL_DN ACE2 AGFG1 AHI1 AHR ALCAM AMZ2 AP1M2 APOC4 ARC ATF3 ATN1 ATP6V0B ATP6V0C ATP6V0D1 AVPI1 AVPR1B B4GALT5 BEX1 BLK BLTP3A BRI3 BTG3 C15orf48 CACNA1B CASP4 CCNO CCR6 CDC14B CENPV CHKA CHPF CHRNA3 CHRNB3 CHST11 CLCN6 CLN3 CMC2 CMTM2 CMTM6 CNIH1 CNTNAP4 CPS1 CRYM CSRNP1 CST7 CYP2B6 DEGS1 DTX1 DUSP14 DUSP4 DVL1 EEA1 EGR1 EGR2 EMILIN2 ENTREP3 EPHB3 F3 FAM178B FBXW11 FLVCR2 GAA GABARAP GCNT1 GFI1 GIT1 GM2A GMIP GNG4 GPR65 GRHL1 GRIPAP1 GUCY1B1 HGS HIC1 HLA-A HLA-DRA HLA-DRB1 HOMER2 HSPA5 HYCC1 IER2 IGF2R IL13RA1 IL15RA IL1R2 IL2 ITGAV JAK2 JAM2 KRT71 KRT86 L3HYPDH LAG3 LAMP1 LAT2 LCK LEPROTL1 LGI1 LIPG LNX2 LRP10 LRRC73 LRRC8C LY75 MACIR MALT1 MAPKAPK3 MDFIC MIR22HG MRGPRE MYO1D MYO1E NAB2 NDFIP2 NEO1 NFATC1 NGEF NR4A2 NR4A3 NSMF OTUD7B PACSIN1 PDXK PFKP PIM3 PLAGL1 PLEK PLK3 PMP22 PPP1R15A PRELID3A PREX2 PRKCA PRXL2A PTGER4 PTGES PTGFR PTRH1 RAB20 RAB8B RBPJ RBPMS2 RENBP RGS13 RILPL2 RND2 RNH1 ROGDI RPS6KA2 S1PR3 SAT1 SERPINB1 SERPINB9 SH2D2A SH3KBP1 SLC15A3 SLC23A3 SLC25A18 SLC29A3 SLC35B1 SLC38A1 SLC3A2 SLC66A2 SLC7A1 SPP1 SPRY1 SRGN ST6GALNAC6 STX3 SULT2B1 SYCE2 SYNGR2 SYNPO TAGAP TAS2R1 TBX21 TGFB1 TIPARP TJP2 TMEFF1 TMEM51 TMEM74B TNFRSF13C TNFSF14 TNIP2 TOB2 TOX2 TPD52 TPST2 TRIO TRPS1 TSSK6 TUBB2A UBASH3B VEGFB VEZT VSX2 XCL1 ZDHHC24 GSE43863_LY6C_INT_CXCR5POS_VS_LY6C_LOW_CXCR5NEG_EFFECTOR_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43863_LY6C_INT_CXCR5POS_VS_LY6C_LOW_CXCR5NEG_EFFECTOR_CD4_TCELL_UP ABCA7 ACP6 ACR ADAM8 AKT3 ALPL AMBN ANKRD33B APBB3 APOL6 ARHGAP32 ARID1A ARL13A ARMC12 B4GALT1 BABAM2 BAZ2B BCL2 BCL6 BDH1 BEND6 BICRAL BIRC3 BLNK C6orf62 CABS1 CALHM4 CAMK1D CAPN12 CARMIL1 CBLB CBX2 CBX5 CCDC96 CD19 CD38 CD79B CDK6 CENPH CERK CP CPNE3 CREB1 CSK CXXC5 CYP17A1 CYTH1 DDB2 DDX11 DENND1A DENND3 DENND5A DPP4 EBI3 EFEMP1 EMILIN1 EXOC6B FABP1 FAM107B FCER2 FCHSD2 FLT3 FOXC1 FRAT1 FUT8 GDNF GNAI1 GPR18 GPR35 GRAMD2B GSAP GSK3B HECA HOXA10 HOXB13 HRC ICOSLG IDH2 IFNLR1 IFT140 IGLC7 IL12A IL18R1 IL6 ITPKB JUN KCNQ1 KDM2A KIAA0040 KIF26A LIMA1 LLGL2 LNPEP LPCAT1 LPIN3 LSP1 LY6D LYN MBNL1 MGLL MRPL14 MRTFA MS4A1 MS4A6A MTMR1 MXRA7 MYB MYLIP NCF1 NFIC NIBAN1 NMNAT2 NODAL NPHP3 NR3C1 NRCAM NRM OSM P2RX2 P2RY10 PBXIP1 PCDH8 PCMTD1 PDE3B PDE4B PDE9A PECAM1 PELI1 PHIP PHLPP1 PIAS1 PIKFYVE PIM2 PLA2G2D PLXNC1 PPP1R3B PPP3CA PRKAA2 PRKCB PRKCD PRODH2 PTK2B PTPRE PXN RAB18 RABEP2 RAP2B RASSF3 RASSF4 RBM6 RBMS1 RIC1 RPS6KB2 RRAS2 SELL SEMA4B SKIL SLC26A8 SMAD7 SMARCE1 SNAP29 SPACA1 SPATS1 STEAP1 STK17B SUSD6 SYPL1 TACC1 TAGLN2 TCF3 TEAD2 TINAG TLR1 TMCC3 TMED8 TMEM186 TMEM63B TNRC6C TP53 TPD52L1 TPMT TSC1 TSPAN2 UBE2B UGCG UHRF2 UNC93B1 USP9Y VASP VEZF1 WASF1 WASF2 WASHC4 WDR44 XIST ZFP36L1 ZMYND8 ZNF354C ZZEF1 GSE43863_NAIVE_VS_LY6C_INT_CXCR5POS_CD4_EFF_TCELL_D6_LCMV_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43863_NAIVE_VS_LY6C_INT_CXCR5POS_CD4_EFF_TCELL_D6_LCMV_DN AA06 ABCA17P ABCG8 ADCY5 ADH1A ADRB3 AHI1 AKNA AMACR ANAPC15 ANGEL1 ANXA13 ARSD BCL7A BIRC3 BMPR1B BNIPL BPIFC BRAP C12orf42 C1orf87 C1orf94 C2orf92 C3orf36 CABCOCO1 CACFD1 CATSPERE CCK CD300LG CD3D CEBPB CFHR4 CLDN9 CNN1 CRYBB3 CRYBG2 CUL9 CXCL1 CYTL1 DBH-AS1 DDC-AS1 DNAAF11 DNAH10 DNAJC25 DNPH1 DPEP2NB DPPA5P4 DTX1 EIF4EBP1 EIF6 ENHO EPHA1-AS1 FAM216B FBXO36 FOLR2 FOXI1 FRMD5 GAL3ST1 GCHFR GCKR GCM1 GHRL GID8 GRIPAP1 GS1-279B7.1 GSDMC GUCY2D HHLA3 HIVEP3 HLCS HMCN2 HOXD11 HYAL4 IFNLR1 IL20 INHBB ITGB2 ITPRID1 KCNA2 KIAA0319 LAMA3 LGI3 LHFPL1 LINC-PINT LINC00305 LINC01095 LINC01104 LINC01281 LINC02026 LINC02043 LINC02431 LINC02532 LINC02860 LOXL3 LPAR5 LRRC28 LRRC8C-DT LYRM4 MATN4 MBD3L1 MFF-DT MIR9-1HG MPIG6B MRPL14 MT1M MT2A MTHFSD MYBPC3 NDRG3 NLRP6 NOC3L NOCT NOP9 NPPA NTHL1 NUPR1 OPA3 OR2A4 OTOS OTUD7A PADI3 PAMR1 PDE6A PDZRN3 PER2 PGLYRP2 PLBD1 PLPP7 POM121L10P PPEF1 PPM1L PPP1R13B PTH1R PXMP2 RAB31 RAB33A RIT2 RNASEH1-DT RNF165 SAMD10 SCGB1D1 SCUBE1 SDR9C7 SELE SH2D6 SLC22A6 SLC25A48 SLC5A4 SOCS2 SOCS2-AS1 SOX21 SPATA3 SPCS2 SPINK2 SPX ST8SIA2 STK31 STOML1 SV2B TAMALIN TAS2R13 TECTB TEF TEKT1 TGM1 THBS4 TLN2 TMEM11 TMEM176A TNFSF11 TP53AIP1 TRAV12-2 TREX2 TRIM72 TTC4 TUBGCP6 UQCC4 UST VASH1 VCAM1 VPS11 WDR93 WFDC6 XAB2 YIPF2 ZBTB12 ZFP2 ZHX3 ZNF419 ZNF557 ZNF687 ZNF766 ZPR1P1 GSE43863_NAIVE_VS_LY6C_INT_CXCR5POS_CD4_EFF_TCELL_D6_LCMV_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43863_NAIVE_VS_LY6C_INT_CXCR5POS_CD4_EFF_TCELL_D6_LCMV_UP ABCA8 ABHD12 ABITRAM ACMSD ACSM3 ADK AFAP1 AGGF1 AGO2 ALDH3A2 AMMECR1 ANOS1 ARF6 ARID4A ARRDC4 ATP7A ATRN B3GALNT2 BBS10 BBS12 BMPER BRD1 BUB1 C1GALT1 C2orf76 C4orf46 C4orf47 CBX1 CCSER2 CCT6B CD209 CDC23 CDK8 CENPH CENPK CENPQ CEP68 CFAP73 CHML CIDEB CIPC CMTR2 COQ10A CYB5B CYP2B7P CYP4X1 DACH1 DACT3 DDHD1 DUSP12 DVL3 E2F3 ELF5 ENPP2 ENSG00000176984 ENSG00000249476 EXOC2 FAM117B FKBP3 FKBP6P2 FMO3 FNBP1L FRY FUBP3 FUT11 GALC GJB1 GPATCH2 GPRASP1 GPRASP3 GTF2IRD1 GVINP1 H2BC12 HAUS1 HELLS HLA-DPB2 HNRNPU HPCAL1 HSD17B11 HSDL1 IFNA10 IL17RB ISCA2 KBTBD12 KLF11 KYAT3 LDHB LINC00924 LINC00960 LINC02603 LMO7 LRIG2 LRRC8B LRRC8D LXN MACROD2 MALT1 MANEA MARS2 MAS1 MBTD1 MED29 METTL14 MOCS3 MRPL19 MRPL35 MSH3 NAF1 NAP1L3 NECTIN3 NID1 NKX2-1 NLGN1 NPEPPSP1 NPR2 NRBF2 NRG3 NRK ODF4 OLFM4 OXR1 PCCB PCLAF PHTF2 PIP4P2 POLR1F POLR2D POLR2J2 PRDM5 PRIM2 PXT1 QRSL1 QSER1 RAB11A RAPGEF6 RBAK RBKS RMND1 RNF166 RNF168 RNF19A RPS6KA5 RUFY2 SCUBE2 SEC61A2 SETMAR SLC25A40 SLC38A9 SLC66A3 SNAPC3 SNX4 SOX2-OT SPATA4 SPIN4 STIM2 STXBP2 STXBP5 TAF2 TBC1D24 TBC1D4 TERF1 TEX30 TGS1 THNSL1 TM4SF18 TMA16 TMEM184C TMEM200C TMEM35A TMEM68 TMEM8B TNRC6B TP53RK TRAM2-AS1 TRIM23 TRIM59 TRMT112 TXNDC16 UBA5 UBTF UPF3B VPS4B WASHC5 WBP11 XPOT YOD1 ZNF10 ZNF137P ZNF217 ZNF311 ZNF347 ZNF516 ZNF576 ZNF605 ZNF826P ZNF879 ZNF891 GSE43863_NAIVE_VS_LY6C_LOW_CXCR5NEG_CD4_EFF_TCELL_D6_LCMV_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43863_NAIVE_VS_LY6C_LOW_CXCR5NEG_CD4_EFF_TCELL_D6_LCMV_DN ACE ACSS3 ACVRL1 ADGRG1 AEBP1 AIFM2 ANTKMT APRT ARL14EP ASGR1 ATP5F1B BCKDHA BCL6B BET1L BFSP1 C16orf54 CAVIN1 CAVIN3 CBX2 CCNL2 CCS CCT3 CD163 CDH16 CDR2L CEP250 CEP95 CKAP4 CLEC14A CLPB CLSTN1 CLUH CNN1 COL6A2 COX8A CTSD DECR2 DMAC2L DNAAF11 DNPH1 DPM3 EHD2 EIF2B5 EIF4EBP1 EIF6 ENDOG ENKD1 ENPP6 ENTPD7 EXO5 EXOSC4 F9 FAM86C1P FAXC FBXL15 FOXK2 FZD4 GABRG3 GADD45GIP1 GALK2 GATA5 GBA2 GCAT GCHFR GMIP HAX1 HCFC1 HEXA HOXB6 HTT HYI IL4R ISY1 ISYNA1 JAG2 KCNQ1-AS1 KIF20B LGALS1 LIMS2 LINC01095 LINC02523 LYL1 MACROD1 MALL MAP1B MCM4 MEDAG METTL1 MEX3D MGAT1 MLLT1 MLLT6 MMP2 MPG MPZL3 MSTO1 MTG1 MTURN MUS81 MYO7A MZT2A NADSYN1 NAT9 NDUFB10 NEDD8 NKAIN1 NLRC3 NLRX1 NOL6 NOPCHAP1 NOTCH1 NRCAM NRF1 NSMAF NSUN2 NUP214 NXF2 OLFM4 OSTCP1 P3H4 PA2G4 PAM16 PEX6 PHGDH PHLDA2 PHPT1 PLCG1 PLEKHA8 PLOD1 PMVK PNMA2 POLR2A POLR2L PP7080 PPP1R13B PPP1R14B PSAP PSMB5 PVR PXMP2 PXN PYM1 RAB11FIP3 RAB3D RAB40C RDH13 RFLNA RGS3 RHOF RPS10P5 RPS15 S100A13 SAFB2 SDF2 SEC13 SEC24C SEMA3A SF1 SHMT2 SIL1 SIRPB2 SLC16A14 SLC29A1 SLC2A6 SLC30A3 SLC35C2 SMAP2 SMG6 SND1 SNRPC SPG7 STOML1 TAF10 TEX264 TGFB3 TGFBRAP1 THOC6 TMEM134 TNFSF15 TNRC6C TRAF4 TRO TTTY14 TXNRD2 TYROBP UBXN11 UPP1 VPS11 WDR4 WDR87 ZFYVE19 ZNF23 ZNF268 ZNF274 ZNF296 ZNHIT2 GSE43863_NAIVE_VS_LY6C_LOW_CXCR5NEG_CD4_EFF_TCELL_D6_LCMV_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43863_NAIVE_VS_LY6C_LOW_CXCR5NEG_CD4_EFF_TCELL_D6_LCMV_UP A2M-AS1 AA06 ABCA5 AMT ANXA2P2 ARHGEF2 AS3MT ASPHD1 ATAD2B ATF3 ATG16L2 ATP12A AVPR1B B4GALNT1 BCHE BCL2A1 BCL6B BGLAP BICC1 BMP10 BOLL BPESC1 BTG2-DT C15orf48 C19orf48P C4BPA C5 CAPN5 CCL2 CCL4 CCL8 CCNL2 CD1C CD209 CD244 CEP83 CFAP157 CGA CIRBP CLASRP CLUHP3 CNDP1 COL27A1 COX4I1 CROCCP2 CST5 CXCL1 CXCL2 CXCL8 CYFIP2 DCD DNAAF1 DNAL1 DNPH1 DPH7 DRC1 EIF4EBP1 EIF6 EOLA1-DT ERICH6 ERLEC1P1 FABP7 FAM9A FCGR2C G6PC2 GBP6 GPR21 GPR78 GRAP GRIN2D GRK3 H2AC6 HEXD HSPB6 ICOSLG IGKC IL17D IL18R1 INPP4B IQUB JDP2 KCNJ3 KRTAP4-12 LENG8 LHFPL3 LINC00269 LINC00301 LINC00523 LINC00525 LINC01141 LINC01270 LINC01968 LLCFC1 LNX1 LPP-AS2 LRMDA LRRK2 LY6K LYPD4 MAN2A2 MANBA MAT2A MCAM MGAT1 MIR17HG MMP28 MOBP MT1E MT1X MYLK4 NAV2-AS5 NDUFB8 NFKB2 NFKBIE NOD2 NOG NUDCD3 ODAM OPTN PA2G4 PISD PLA1A PMM2 PNLDC1 POSTN PPIAL4A PRELID3A PRKCQ PRKCSH PRKCZ-AS1 PRSS59P PSMC1 PTPDC1 RAD9A RALA REXO1L1P RFFL RHPN2 RPL27A RPL31 S100A13 S100B SCARNA15 SDHAP1 SDHAP2 SEC31B SELE SF3B2 SGSM2 SIX6 SLC22A2 SLC22A9 SLC2A12 SLC34A2 SLC52A2 SNHG15 SNORA78 SOX8 SPEN-AS1 SPRR4 SUGP1 TAS2R45 TCEANC2 TCF12-DT TDH TEX36-AS1 TFAP2A TFIP11 TGFB3 TMEM176A TNFAIP2 TPSG1 TRAPPC14 TREML5P TRIM45 TTC21B TWNK UBE2Q2P13 VCAM1 WDR81 WNK3 ZBTB11-AS1 ZIM3 ZNF10 ZNF141 ZNF202 ZNF462 ZNF488 ZNF580 ZNF713 ZNF765 ZNF786 ZXDC GSE43863_NAIVE_VS_MEMORY_LY6C_INT_CXCR5POS_CD4_TCELL_D150_LCMV_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43863_NAIVE_VS_MEMORY_LY6C_INT_CXCR5POS_CD4_TCELL_D150_LCMV_DN AACS ABHD11 ACIN1 AGRN AK2 ALG9 ANAPC10 APOO APRT ATP5PF BAX BOLA3 C1orf122 C1orf50 C1orf53 C5orf22 CCNB1IP1 CCT8 CD40 CEP83 CHAMP1 CHERP CISH CLCN6 CLIP1 CNIH1 CSE1L CSTF1 DDX24 DDX31 DDX47 DNAJA1 DNPH1 DOCK10 DPP3 DPP8 DUS1L DUSP10 ECI1 EIF1AY EIF2B3 ELAC2 ELOVL1 ERH ETF1 FAAP24 FAM162A FLVCR1 GGA3 GIPC1 GIT1 GPAM GPR65 GTPBP4 HSPA14 HSPD1 IL1RN INTS11 IRF8 IRGM ISCA2 ISYNA1 KCTD13 KPNA6 KSR1 LAS1L LDHA LRATD2 LSM12 LUC7L MAFF MAGOH MAK16 MAP1S MARS1 MDM2 MEA1 MED22 MED29 MED31 MFSD5 MLST8 MMAA MRPL27 MRPL34 MRPS18B MRPS7 MTFMT MTFP1 MTOR MYO19 NAP1L1 NAT10 NDUFAB1 NDUFS1 NEDD8 NELFE NEO1 NFIL3 NFKBIZ NHLRC1 NOC3L NOP9 NT5C2 NTMT1 NUBP1 NUDC NUP42 OPA3 ORC2 OTUD6B PDAP1 PDXK PLSCR1 PMP22 PMPCB PNPT1 POC5 POLR1G POP1 PPAT PRPF3 PRPF31 PSMD3 PTGES2 PTPMT1 PUS10 PUS7L PYCR3 RAB8B RABL6 RBPMS2 REEP6 RPP30 RPS6KA2 RSL24D1 SAR1A SCYL3 SEH1L SELENOS SLC16A1 SLC23A3 SLC25A32 SLC29A3 SLC41A1 SLC7A1 SMYD5 SND1 SNRPF SNX11 SPRYD7 SRM SUPT6H TADA2A TAF1A TBL3 TBRG4 TESK1 THOC5 THOC6 THOP1 TIMM13 TMEFF1 TMEM150A TMEM183A TMEM209 TMEM248 TMEM41A TMTC2 TOP1MT TPST1 TRIM44 TRMT6 TRMT61A TSPAN5 TWF1 TXNDC17 TXNRD1 TYSND1 UBE2G2 UBE2J2 UBE3C UBXN2A UQCC6 UQCRFS1 USP54 USPL1 WDR3 WDR4 WDR43 WDR73 WDR83 WRAP73 YDJC ZCCHC9 ZNF213 ZNF771 ZNG1B ZRSR2 ZZZ3 GSE43863_NAIVE_VS_MEMORY_LY6C_INT_CXCR5POS_CD4_TCELL_D150_LCMV_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43863_NAIVE_VS_MEMORY_LY6C_INT_CXCR5POS_CD4_TCELL_D150_LCMV_UP ABCA1 ABCB4 ABHD17A ACAP1 ACOT13 ACR ACTRT2 ADAM8 ADAMTS10 ADD3 ANKRD13A AOC1 APLP2 AQP11 ARRDC1 B3GNT8 BAZ2B BEST1 BMF BNIP3L C12orf57 C15orf39 C16orf95 C1QB C1orf54 CCDC82 CCND3 CD19 CD300A CD38 CDC42EP3 CDC42SE1 CDC42SE2 CNR2 COQ8A CREBL2 CSF1R CSK CTPS2 CYFIP1 CYTIP DENND2D DGKD DTX1 ELF4 ERCC5 EVI5 FAM234B FCGR2B FCRLA FRAT1 FRMD8 GAB3 GIT2 GMIP GNGT2 GPR137B GPR34 GRAMD4 GRK2 GUCD1 H3-5 H3C4 HAUS4 HECA HHEX HIP1R HLX HPCAL1 HSD17B11 ICOSLG ID3 IFT140 IL6R INCA1 ING4 INPP5K IRF2 ITGB1BP2 JUND KCTD12 KDF1 KDM2A KDM3B KLC4 KLF2 LAT2 LBH LPP-AS2 LRRC8C LYNX1 MAK MAN1A1 MAP3K14 MAP4K2 MAPK11 MARVELD1 MIDEAS MINDY2 MKNK2 MPND MRGPRE MSN MSRB3 MXI1 MYH9 MYO1C NDRG2 NOXO1 NPPC NUMA1 OXLD1 P2RY13 PARP4 PDCD4 PDE2A PHF13 PIANP PIAS3 PLCG1 PLEC PNRC1 POLD4 POU6F1 PPDPF PPOX PPP3CA PRKRA PRPH PRSS23 PTPRCAP PTPRJ PTPRO PURG RAB1B RALBP1 RALGPS2 RASGRP1 RASSF2 RB1 RB1CC1 RCHY1 RCSD1 RETREG1 RGL2 RNF130 RNF167 RNF181 RNF38 RP2 RPL39 RPS6KA5 SASH3 SCML4 SEMA4B SERP1 SERTAD3 SESN1 SFXN3 SGMS1 SH2D3C SIAE SIRT3 SLC25A53 SLC44A1 SLC8B1 SLCO3A1 SMC6 SMIM14 SNCAIP SNX8 SPATA6 SPIB SPTBN4 STING1 STK10 SUSD1 SYK TACC1 TBC1D2B TCF7 TFEB TMED8 TMEM106B TMEM151A TNFAIP8L2 TNRC6C TPT1 TRIB2 TRMT2B TSC22D3 TSPAN32 UGDH UNC13D WASF2 WNT11 ZMYM2 ZNF260 ZNF395 ZNF784 GSE43863_NAIVE_VS_MEMORY_TFH_CD4_TCELL_D150_LCMV_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43863_NAIVE_VS_MEMORY_TFH_CD4_TCELL_D150_LCMV_DN ABT1 ACTN1 ADM AGFG1 AGPAT5 AIMP2 ALG2 ALOX15B AMZ1 ANKRD13B APOO ARFRP1 ARL4C ATF3 B4GALT5 BAG2 BATF BEX1 BTG3 C7orf50 CACYBP CCDC137 CCNB1IP1 CD44 CEP83 CFLAR CHCHD4 CHRNA2 CHST11 CIART CITED2 CLEC12B CST7 CTPS1 DDX18 DDX31 DDX56 DNMT3B DUSP4 EGR2 EIF2B3 EIF2S2 EIF4A1 EIF4E ENTPD6 EPOP ERG28 ERH ERO1A ETF1 EXOSC2 FABP5 FASN FASTKD3 FOSL1 FOXRED2 FRAS1 FTSJ3 GFI1 GJC3 GLA GRHL1 GRWD1 GSPT1 GTPBP4 HIC1 HILPDA HMGA1 HNF1B HOMER1 HOXB1 HPRT1 HSPD1 IDH3A IFNLR1 IFRD2 IL15RA IL2RA IL6 IRF8 KCTD13 KLF16 KTI12 LAG3 LAP3 LARS1 LIPG LMO4 LYAR MAFG MAK16 MAN1A2 MAT2A MIOS MRPL50 MRTO4 MTRR MYO1E NAA50 NAF1 NBN NFKBIB NLE1 NOC3L NOL11 NOP16 NOP9 NUDT5 NUP205 NUS1 ODC1 ORC2 PCGF6 PDCD1LG2 PDGFC PEDS1 PELP1 PITRM1 PLK3 PLXND1 PMP22 POLR3D PPAT PPP5C PRDM4 PREP PRPS1 PSMD8 PTAR1 PUS10 RAB20 RAB34 RAP1B RAPGEF5 RBM15B RBPMS2 RCC1 RCC1L RCL1 RCN1 RHBDL3 RIOX1 RPS6KA2 RRP9 RSL24D1 RUVBL1 RUVBL2 RWDD4 SCN1A SELENOI SEMA7A SERPINB9 SH2D2A SLC15A3 SLC16A1 SLC19A2 SLC25A1 SLC25A32 SLC25A33 SLC35G1 SLC39A14 SLC39A6 SLC5A6 SLC7A1 SLC7A6 SLC9A5 SOX12 SOX21 SPOUT1 SPRYD7 SRFBP1 SRM ST6GALNAC4 SYTL3 TBP THOP1 TIMM44 TIMM8A TLCD1 TMA16 TMEM150A TRIB1 TRMT6 TRNAU1AP UAP1 UBXN2A UMPS URB2 USP36 UTP4 UTP6 WDR18 WDR43 WDR55 WDR77 WEE1 XCL1 XXYLT1 ZC3H12C ZMYND19 GSE43863_NAIVE_VS_MEMORY_TFH_CD4_TCELL_D150_LCMV_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43863_NAIVE_VS_MEMORY_TFH_CD4_TCELL_D150_LCMV_UP ABCA1 ABCD1 ABCG2 ABI3 ACAP1 ADIPOR1 AFMID AGER AKT3 ANKRD13A ANKRD44 AP3B1 AQP1 ARFGAP3 ARHGDIB ARHGEF18 ARID3B ARL4A ATOSA ATP13A2 AVP B3GNT8 BAZ2B BCL3 BICRA BMP2K BNIP3L CA2 CBL CCNG2 CCRL2 CD1D CD3G CD79A CDC42EP3 CEMIP2 CERK CNN2 CNR2 COLCA1 CPT1A CREBRF CTSE CTSF CYBB CYFIP2 DCK DENND1C DENND2D DGKA DGKD DOCK2 EEF2 EPAS1 EVX1 FBXO32 FHDC1 FLI1 FOXO4 GAB3 GCNT1 GDI1 GFOD1 GNB4 GRAMD4 GRINA GSE1 GTPBP2 GUCD1 H3-5 HACL1 HCST HEBP1 HECA HELZ2 HEXB HIVEP2 HLA-DOB HLX HPSE ICOSLG IFT172 IL6R IL9R INPP5F IRF2BPL ITGB3 ITM2B IZUMO4 JUND KDM7A KLRC1 KLRD1 LAPTM5 LBH LEPROT LNPEP LPCAT2 LPP-AS2 LRRK2 MAFB MAK MAP4K2 MAPK11 MBD4 MFAP1 MIDEAS MINDY2 MRGPRE MS4A6A MSN MSRB3 MTA3 MXI1 MYH9 MYLIP P2RY14 PARP4 PARP8 PCMTD2 PDE2A PDE3B PECAM1 PGAP1 PHF1 PHF13 PIANP PIK3CG PITPNM1 PLA2G7 PLCG1 PLEKHG2 POLR3GL POU6F1 PPOX PPP1CB PTPRC PTPRE RAB8A RASA3 RASSF2 RB1CC1 REEP5 RETREG1 RFLNB RHD RHOQ RIN3 RMND5B RNASE6 RNF38 ROCK1 RPL39 SDCBP SELL SELPLG SEMA4F SERINC5 SIDT1 SIRT2 SLC8B1 SLCO2B1 SMIM14 SMPDL3A SPATA6 SPICE1 SSH2 STK10 STK17B SUSD1 TCP11L2 TGFBR2 THBS1 TK1 TLR1 TMED8 TMEM123 TMEM86A TNFAIP8L2 TP53I11 TPT1 TRAF5 TSC22D3 TSGA10 TSPAN13 TUBB1 TYROBP UBA7 WDR1 WDR90 WNT10A WNT11 YPEL3 ZFAND5 ZFP36L2 ZFP69 ZNF229 ZNF260 ZNF608 ZP2 GSE43863_NAIVE_VS_MEMORY_TH1_CD4_TCELL_D150_LCMV_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43863_NAIVE_VS_MEMORY_TH1_CD4_TCELL_D150_LCMV_DN ADAM21 ADAMTS20 ADGRE1 ANGPT4 ANGPTL1 ANKRD33 ANKRD33B ARHGEF5 ARL6IP6 ARRB2 ARRDC3-AS1 ATP8B4 B9D1 BPY2 C9 CACNA2D1 CACNB2 CACUL1 CADM3-AS1 CAMKMT CCDC24 CCL18 CCL21 CDK5R1 CEACAM8 CFAP53 CHAF1B CHRNB1 CLEC14A CLHC1 CLPTM1 CNGA4 COX8A CPSF2 CYP4A11 DCLRE1B DECR2 DEFA4 DLG1-AS1 DMAC2L DPPA5P4 DSC2 EEF1G ELMOD1 ENSG00000291006 ENTPD7 EPHA4 EVI2B EYA2 FAIM FAM133A FAM161A FAM166B FAM169A-AS1 FANCD2OS FAXC FIGN FLJ12825 FSD2 FSTL5 GABRG3 GABRQ GDF9 GNG13 GPR88 GPX3 GSTZ1 GZMA HEATR4 HERC2P3 HLA-DPB2 HMGB3P22 IFNA14 INAVA ISYNA1 KANK2 KCNK12 KCNK13 KCTD5 KDM4A KIF20B LCMT1-AS2 LDHAL6A LINC00630 LINC01091 LINC01123 LINC01354 LINC02800 LINC02901 LINC02910 LMBRD2 LOC401442 LRRC2 LRRC34 LRRC37A4P LRRC75A MAP2K6 MINDY2 MMP25-AS1 MPG MROH2A MTFR2 MYB MYORG NAGS NIPSNAP1 NKAIN1 NLRP10 NRG1 NSMAF NSUN7 NUP210P1 OLAH OMD OPALIN OR1G1 PAEP PAH PALS2 PARP3 PBX3-DT PCDHB5 PCDHGA10 PDE6C PIGR PIN1P1 POLM POLR2J2 PPM1H PRIM2 PRRG3 PRSS37 PSG3 RAB2A RAG2 RFWD3 RNF180 ROPN1L RPL10 RPL29 RPS2 RTN4R SCARF2 SENP8 SEPTIN7P2 SFRP4 SFXN2 SGIP1 SH3GL2 SHISA2 SIN3A SLC17A3 SLC9C2 SLCO1A2 SMCP SNAI2 SNRPC SNX24 SOX13 SOX9-AS1 SPINT3 SPRED1 ST6GALNAC4 STEEP1 TAF5LP1 TBC1D32 TBR1 TIMD4 TIMM23B TMEM145 TRAPPC6A TRMT2B TTTY2 UGT3A1 ULK4 UPK1B VCP VPS11 VPS13B VSNL1 WEE2-AS1 ZNF143 ZNF30 ZNF669 ZNF813 GSE43863_NAIVE_VS_MEMORY_TH1_CD4_TCELL_D150_LCMV_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43863_NAIVE_VS_MEMORY_TH1_CD4_TCELL_D150_LCMV_UP ABHD11 ADAM18 AIM2 APOL1 APOL6 ARL9 ATF3 ATXN7 BACH1 BEX1 BMP5 C21orf91 C4orf19 C5 C8orf17 CAMK2A CASP10 CCL2 CCL8 CCNP CD207 CD209 CD244 CD274 CD74 CDK15 CEBPD CFAP157 CGAS CIITA CILP CLEC3A CMPK2 CXCL10 CXCL11 DDN DDX60L DEFB4A DGKG DHX9-AS1 DNAAF1 DNAH10 DNAJC1 DRC1 ELF5 ELOVL3 ENC1 ENPP3 ENSG00000176984 EPSTI1 FGD2 FHIP1A FIRRE FKBP6P2 FMO3 FOXP1-IT1 GBP1 GBP2 GBP5 GCH1 GIMAP5 GSTK1 GVINP1 H2BC7 HAPLN1 HK1 HLA-DMB HLA-DRB6 HMGA2 HOXD4 HPYR1 HTR1B IDO1 IFI30 IFIT3 IL15RA IRF1 IRF1-AS1 ISG15 ISG20 KALRN KAT6B KIF28P KLF2 KLHL29 KRBA2 KRT86 LCP2 LHX2 LINC00305 LINC00307 LINC00612 LINC00870 LINC01270 LINC02603 LMO7 LMX1A LOC154761 LONRF1 LOXL4 LPIN2 LRRTM2 MACROD2 MAF MAP2 MAS1 MCL1 MYLK4 MYO1H NCALD NLRC5 NOMO3 NXNL1 ODF4 OFCC1 OR1J2 OR5J2 PARP14 PCDH17 PCDH18 PDE10A PIEZO2 PLA1A PLAAT4 POLR2H POPDC3 PPP1R14D PRKCQ PRR34 PSMB9 PSME2 PSORS1C2 PUS7L RASAL2 REG4 RGCC RHOXF1 RHPN2 RIGI RIPK2 RNASE7 RNF183 RNF213 RNPC3 RPS10P7 RTP4 SAMD9L SCRN1 SERPINA9 SIM1 SLC17A4 SLCO2B1 SOX6 SP100 SP110 SPARCL1 SRCIN1 STAT2 STK40 SYT2 TAF5LP1 TAP1 TAS2R13 TAS2R40 THEMIS2 TLCD2 TMEM196 TMEM72-AS1 TNC TNFSF13B TRAFD1 TREML5P TRIM21 TSSK3 TTC21B UBE2L6 UNC13C UPK1B VCAN VEGFC WARS1 WDFY4 ZBTB11-AS1 ZNF10 ZNF204P ZNF341 ZNF554 ZNF619 ZNF785 GSE43863_NAIVE_VS_TFH_CD4_EFF_TCELL_D6_LCMV_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43863_NAIVE_VS_TFH_CD4_EFF_TCELL_D6_LCMV_DN ABCB5 ACTA2-AS1 ADAM18 ADCY5 ADD2 AKR1C4 AMELY ANGEL1 ANK3 ANKS1B ANO7 ARID1B ARMC12 ATP1A2 BATF2 BCAR4 BEX1 BIK BMS1P1 BVES-AS1 C10orf67 C10orf71 C14orf28 C19orf25 C1QB C2CD4B C2orf92 C9orf57 CA5B CASP10 CASP8 CCDC17 CCDC96 CCL18 CCL5 CDC14B CFHR4 CHIC1 CHRM3 CHRNA6 CLVS2 CPA2 CPB1 CRYBG2 CST7 CYP11A1 DCSTAMP DEFB119 DIAPH1-AS1 DLGAP1-AS3 DLGAP2 DPPA5P4 DRAXIN EHMT1 EPHA1 FAM151A FAM20A FAM216B FAM9C FBXO7 FCGR2C FGD2 FGF11 FGF14 FILNC1 FLRT1 FOSB FOXI1 GADD45B GALK1 GBP1 GCH1 GCM1 GNA15 H6PD HDHD5-AS1 HELZ2 HHLA3 HLA-DPB2 HLA-G IGKC IL18BP IL19 IMMP2L INPP1 IRF1-AS1 IRF8 KCNJ14 KIRREL3 KRTAP2-4 LALBA LDB1 LGI3 LHFPL1 LINC00529 LINC00839 LINC01354 LINC02175 LITAF LMO7 LPAR5 LRATD1 LRRC4B MAB21L3 MBD3L2 MDGA2 METTL21C MKS1 MSR1 MT1G MT1H MT4 MZF1-AS1 NAGS NHLH2 NLRC5 NOD2 NOP9 NPBWR2 NUPR1 OPRL1 OPTN OR7E14P OTUD7A P3H2 PARP14 PCDH20 PCSK5 PLPP2 POLR2H PPP1R14D PRKCA PRR14 PRR36 PRRT1 PRSS36 RDH5 RGS8 RHOH RNASE2 RNF165 RNF213 SERPINA6 SH2D1A SHFL SHISAL2A SIGLEC11 SLC12A8 SLC25A28 SLC9B1 SLITRK3 SMAD5-AS1 SMIM21 SMIM24 SMIM5 SPIRE2 SRY ST8SIA5 STAT2 STK31 STPG3 STUB1-DT SV2B SYCP2 SYN3 TAF4B TECTB TENM1 TEX46 TIMP4 TNF TNFAIP2 TNFRSF1A TNNI3 TRAFD1 TREM2 TRIM29 TRIM69 TRIM72 TRPC2 TSGA13 TSSK4 UFSP1 USP30-AS1 VPS11 VRK3 WFDC6 WIPI2 ZFP2 ZFP69B ZNF440 ZP1 GSE43863_NAIVE_VS_TFH_CD4_EFF_TCELL_D6_LCMV_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43863_NAIVE_VS_TFH_CD4_EFF_TCELL_D6_LCMV_UP AADACP1 ABHD2 ABI2 ACO2 ADAM15 ADAT1 ALDH6A1 ALPK3 ANKRD50 ANP32A APEX1 ATF7 ATG7 ATP2A2 ATP5F1A ATP5F1B B4GALT2 BAZ2B-AS1 BRD1 C19orf53 CAD CCDC144NL-AS1 CCND2 CCNI CD99 CDC25A CDK14 CERS2 CIDEB CNST CNTRL CPNE1 CPSF2 CREB3L2 CRIP2 CUL4A DAB2 DCTD DHX35 DIPK1A DPY19L1 DSTN DUSP1 EEF1G EGR1 EIF6 ELN ELP1 EMP1 ETF1 FAM114A1 FAM118B FAM124B FAM168B FDPS FEM1A FILIP1L FLNA FLNB FLRT2 FZD4 GABPB1-AS1 GALNT1 GALNT2 GID8 GJA5 GORASP2 GPR176 GRPEL1 HBEGF HHAT HHIP HOXA11 HOXD1 HSPA8 HSPA9 HSPB1 HTR2B ID1 IFNA4 IFT172 IGFBP2 IL24 ITFG2 ITGA2 ITGA5 KAT7 KCTD1 KIF3B LARS1 LDB2 LIMS3 LINC01013 LMO2 LPP-AS2 LRRC42 LRRC8A LRRC8D MANF MAPK14 MAPKAP1 MBTD1 MECR MEDAG MEST MEX3A MLX MMP10 MPI MS4A5 MTERF4 NDRG4 NEU1 NOB1 NONO NOP16 NRG3 NSMCE3 NT5DC2 NUBP2 PBX1 PFKM PKM POC5 POLR1A POP1 PPP1R14B PPP1R18 PRCP PREX1 PRKAG1 PRKCE PTPRE PUDP PWP1 PXDC1 RALYL RARS2 RBM15B RER1 RFWD3 RHOC RHOJ RNASE1 RNF19A RPGR RPP14 RRAS S100A4 SCAP SELENOS SERP1 SH2D3C SHE SIRT7 SLC20A2 SLC35A2 SLC38A2 SLC7A6 SMAD6 SNHG16 SNX17 SOCS2 SPIC SQLE SRP68 SRXN1 SSR2 STIM2 TACSTD2 TCEANC2 TCTN1 TGFB2 TLN1 TMEM68 TNFRSF10D TNFRSF12A TPR TRAPPC1 TRMT13 TSPAN13 TUBB TUG1 TWIST1 UBA5 UBC UBE3C USH2A UTP25 VIRMA VMP1 WASF3 YIPF2 YWHAZ ZNF254 ZNF652 ZNF692 GSE43863_NAIVE_VS_TH1_EFF_CD4_TCELL_D6_LCMV_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43863_NAIVE_VS_TH1_EFF_CD4_TCELL_D6_LCMV_DN AA06 ABCA5 ACTR3BP2 AMELY ART3 ASB4 ASB6 ATP6V0E2-AS1 BCL10-AS1 BEX1 BIK BMAL1 BOLL C11orf54 C1QTNF6 C2CD4A C9orf57 CA5B CARS1 CASP10 CASP8 CCDC172 CCDC174 CCL11 CCL5 CD274 CD5L CDC14B CEBPB CECR2 CFHR4 CGA CHAD CHRNA6 CNGA1 CPA2 CRYBG1 CSH1 CST13P CXCL8 CYLD CYP11A1 CYTL1 DCT DEFB118 DISC1 DNAH17-AS1 DPH7 DPPA5P4 DRAXIN DYRK4 ENHO EPHA4 EPSTI1 ESRRB FAM219B FAR2P1 FCF1 FCGR2C FGD2 FGFBP1 FLRT1 FZD5 GALNT18 GBP5 GCH1 GCM1 GIMAP5 GNAT2 GRK7 GUCY2C H2BC17 H3-4 IDO1 IFNLR1 INPP4B ISG20 KIF24 KLRD1 KRBA2 LCNL1 LINC00543 LINC00641 LINC00919 LINC01541 LINC01618 LINC02175 LINC02825 LITAF LRP5 LUZP4 MAF MAP2 MC3R MFAP4 MKS1 MMP25-AS1 MRGPRX3 MT1F MT1G MT1H MT1M MT2A MX1 MZF1-AS1 NAALADL2 NCDN NDST3 NHLH2 NLRP13 NOD2 NPBWR2 NTN5 NTSR2 ODAM OPA3 OR10C1 OR2J3 OR9A1P PAMR1 PAX1 PER2 PGS1 PIEZO2 PIN4 POLR2H POM121L12 PPM1L PPP1R27 PPP1R36 PRODH PRR14 PSME2 PTGER1 RAB36 RASGRP3 RET RIGI RND1 RNF165 RNF213 RPL23A RTP4 SAMD15 SCGB1D1 SCRT1 SELE SIX2 SLC10A2 SLC25A28 SLC25A48 SLC28A3 SLC44A4 SLC7A9 SOX21 SOX3 SP110 SPAG4 SPART-AS1 SPATA16 SPHKAP SPTLC3 STPG3 SV2B SYNPO2L TAP2 TIMP4 TNF TNFSF11 TP53AIP1 TRAFD1 TREML5P TRIB1 TRIM46 TRIM72 TRPC2 TSNAXIP1 TTC4 TTTY14 TWNK UBE2L6 UCP2 WDR24 ZNF419 ZNF436-AS1 ZNF502 ZNF687 GSE43863_NAIVE_VS_TH1_EFF_CD4_TCELL_D6_LCMV_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43863_NAIVE_VS_TH1_EFF_CD4_TCELL_D6_LCMV_UP AAAS ABHD12 ACMSD ALKBH5 ALPK3 ANGPT2 ANKRD33B ARHGEF37 ASCC2 ATP5F1B ATP8B4 B9D1 BAZ2B-AS1 BBS1 BCL6B BMP4 BRD1 BRWD1 C1GALT1 CAVIN1 CBL CCDC102B CCDC144NL-AS1 CCNI CDC25A CEP68 CKAP2L CLSTN1 COLGALT1 COX8A CPNE1 CPSF2 CRIP2 CRYAB CSRP1 CYP2B7P DCUN1D2 DHX35 DIRAS3 DUSP28 EIF4EBP1 ELF5 ELN EXOSC5 F9 FAM111B FAM86C1P FBLIM1 FEM1A FLNA FSCN1 FSD1L FUT11 FZD4 GARIN1A GCOM1 GCSAM GPS1 GPX4 GRN HDAC8 HOXA10 HOXA7 HPCAL1 HSPB1 ID1 IFNA17 IFNA21 IFNA4 IGFBP4 INHBA IRAG1-AS1 ISYNA1 ITGA5 ITSN1 KDM2A KIF20B KMT5A KPNA6 KSR1 LINC00924 LINC01020 LINC02910 LPCAT4 LPP-AS2 LRRC42 LYPD1 MAGEA1 MAGED2 MAGEL2 MALL MBTD1 MCAM MEDAG MEX3D MFN2 MLLT1 MLLT3 MPZL3 MS4A5 MYH9 NAA40 NAP1L5 NINJ2 NMUR2 NPR2 NUBP2 OLFM4 OSBPL1A PAGR1 PDGFB PDIA4 PDLIM7 PKD1P6 PKM POLR1A POLR2J2 POMGNT1 POPDC3 PP7080 PPIE PPM1D PPM1H PPP1R14B PRIM2 PROM2 PSMB5 PXDC1 PXN RAB2A RAB3D RAB5C RABGGTA RAD52 RARB RBM48 RFWD3 RIC8B RNF168 RNF19A RPGR RPL10 RPL29 RPL8 RWDD2A SCAND2P SCAP SERPINH1 SFXN2 SLC25A4 SMAD6 SMARCA2 SNAI2 SND1 SNRPC SPATA12 SPATA5L1 ST6GALNAC4 STX11 STXBP5 TARS2 TEFM TINAGL1 TK2 TLN1 TMEM198B TMEM234 TMEM9 TNFRSF10D TNFSF15 TNRC6B TNRC6C TNS2 TRIM6 TRO TUBA1C TUBB3 UBE4B UNC5CL UPF1 VCP WEE2-AS1 ZDBF2 ZMAT5 ZMYM2 ZNF25 ZNF493 ZNF513 ZNF516 ZNF678 ZNF692 ZNF763 ZNF781 ZYX GSE43863_TFH_VS_LY6C_INT_CXCR5POS_EFFECTOR_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43863_TFH_VS_LY6C_INT_CXCR5POS_EFFECTOR_CD4_TCELL_DN ABI3BP ADCY8 AEBP2 AGRN AOC3 AOPEP ARID5A ATN1 ATP2A2 AZIN1 BASP1 BATF BCL2L1 BCL3 BMP1 BPIFA1 BSPRY C2CD4B CACNA1B CACNA2D3 CACNB2 CATSPER1 CBLN1 CD200 CD207 CD81 CDC25A CDK5R1 CEP83 CHCHD4 CHRNE CISH CITED2 CLIP1 COX4I2 CPNE3 CRTC2 CYP21A1P DDX11 DDX18 DENND3 DENND5A DHRS13 DNPH1 DOCK10 DUSP10 DUSP14 EBI3 EDA2R ELOC EPHB3 EPS8L2 ERO1A ETF1 EZH2 F11R FAM178B FAM241A FAM81B FAM89A FCRL1 FEZF1 FLVCR2 FUT8 GABRB2 GABRE GADD45B GIMAP4 GJC1 GK5 GRHL1 GUCY1B1 HAO1 HK2 HLA-A HNF1B HPRT1 HSD11B1 HYCC1 IFITM3 IFNG IFNLR1 IFT81 IL15RA IL1RN IL2RA IL6 INSL6 IRF1 IRF8 IRGM JMY JUN KCNMB2 KCTD14 KDR KIAA0040 KSR1 L2HGDH LACC1 LAG3 LBX2 LHX8 LIPG LRATD2 LTA MDM2 MIB1 MKX MLLT6 MYBL2 MYEF2 NCEH1 NEFL NFIL3 NFKBIB NFKBIZ NGEF NHSL1 NIBAN1 NOP2 NOTCH1 NR6A1 NUDT21 OR6A2 OR7C1 OSM PCGF5 PEX11G PFDN4 PHIP PIGV PLSCR1 PLXNC1 POMT2 PPP1R15A PPP3R2 PTGES PTGFR QPRT RAB34 RAD23A RBFOX1 RBM17 RFX5 RHBDL3 RIN1 RND3 RNF157 RPE RPRM SCHIP1 SDC1 SEH1L SEMA7A SERPINB9 SHMT1 SIAH2 SLAMF1 SLC23A3 SLC25A33 SLC36A2 SLC7A1 SLC7A3 SNUPN SOCS1 SOCS3 SPIRE1 SRGN ST8SIA4 STX11 SWAP70 SYBU SYDE2 TBX21 TFDP1 TFRC TKTL1 TLCD1 TLE6 TLR7 TM4SF5 TM6SF2 TMCC3 TMEM174 TMTC2 TNFSF14 TRAF1 TSPAN2 TSPAN8 UBALD2 UBTFL1 UBXN2A UNC13B UNC79 USP31 UTP6 XPO4 ZMYND19 GSE43863_TFH_VS_LY6C_INT_CXCR5POS_EFFECTOR_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43863_TFH_VS_LY6C_INT_CXCR5POS_EFFECTOR_CD4_TCELL_UP A2M AARS1 ACOT9 ADAM10 ADRA2C AFF1 AGO2 ARF1 ARF3 ARHGDIG ASTN1 ATE1 ATP6V0D1 AVPR1A BAD BCL7C BLK BRAF BTG1 BYSL C19orf48P C1GALT1C1 C1QTNF1 CACNA2D1 CAMK4 CCR7 CDK5R1 CDKN1C CDON CH25H CLCNKB CPQ CRABP1 CSNK1D CSTB CTNNBIP1 CTSV CXCR4 DCTPP1 DDIT3 DDRGK1 DDX46 DGAT1 DNAJA1 DOHH DUSP2 EEF1A2 EGLN2 EIF1 EIF3D ENY2 EPHA2 ERCC2 ERH ETS2 EXOSC10 FARSA FOXN2 GDF11 GDNF GJB3 GNAI3 GNPTAB GOSR1 GPR182 GRWD1 GTF2H1 HCRT HK2 HNRNPA2B1 HSPD1 IDI1 IER2 IFNG IL1R1 IL1R2 IL4I1 IMP4 IRS2 ITLN1 JMJD6 KANSL2 KCNJ11 KRAS LARP7 LCK LITAF LRP2 LRRC59 LYSMD2 MACIR MAFG MARCKSL1 MATN1 MCAM MED20 MEPCE METAP1 MYO5B NASP NCK2 NDUFAF4 NFE2L2 NHP2 NIFK NMT2 NOP56 NPM1 NSUN2 NUP62 OSBPL1A PAX8 PDRG1 PDXK PHF5A PHOX2A PIGR PLPBP PLSCR1 POLB POLE4 POLR2H POLR2L POR PPARG PPP1R7 PPRC1 PRDX1 PRELID3B PRPF38A PTPN20 PUS1 PYCR3 RABGGTB RBM8A RCL1 RCN1 RELL1 REN RNF138 RNF2 RNF4 ROR2 RPP14 RRAD RRAGC RRP12 RRP9 RSL1D1 SAR1A SCPEP1 SEMA4F SEMA6B SERTAD1 SFT2D1 SH2D2A SIAH2 SIDT2 SLC1A2 SLC20A1 SLC31A1 SLC39A6 SLC7A6 SNRPA SNRPB2 SOX18 SOX2 SPP1 SPRED2 SPTBN2 SRGN SRSF6 ST6GALNAC4 STAT6 STIP1 SURF2 SURF6 SYNPO TIMM8A TMEM165 TOMM40 TOR1AIP2 TPP1 TUFT1 TXLNG UBFD1 UBR7 UBXN4 USP10 UTP4 WAC WDR26 WDR5 WDR55 WDR75 WSB2 ZFAND5 ZFP36 ZNF622 ZSCAN21 GSE43863_TFH_VS_LY6C_INT_CXCR5POS_MEMORY_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43863_TFH_VS_LY6C_INT_CXCR5POS_MEMORY_CD4_TCELL_DN ADGRB3 ADRA1B AIFM3 ANKRD9 ANKZF1 ARHGAP33 ASPA ATP1B4 ATP5MK BLOC1S2 BLTP2 BMPR1B BPIFA1 C3orf84 C7orf50 CABLES1 CADM2 CAVIN3 CCDC112 CCDC124 CCL13 CD74 CENPQ CHRM3 CISD1 CLCA1 CLDN5 COA8 COLEC11 COMMD9 CTNNBL1 CXXC5 CYP17A1 CYP4F2 DAZ2 DCAF4 DCP1B DDX19A DMAP1 DNAJC30 DPH1 DPP10 EHMT1 EIF6 ENPEP ENSG00000285566 ENTPD3 EPPK1 ERAS ERC2 ERLIN1 FBF1 FHL2 FOXD3 FOXD4L1 FREM2 GAL3ST2 GC GCM1 GDF5 GDPD1 GLRX5 GON4L GPC1 GPX6 HAUS1 HHEX HLA-DQA1 HLA-DRB1 IFI30 IGHMBP2 IGKC IGLC7 IPO5 IQCE KANSL1 KCNAB1 KCNK2 KIF24 KMO KRT31 KRTAP19-3 LACTBL1 LBP LGALS8 LRP8 LYPD5 MAN1B1 MAPK10 MEF2C MGAT4C MGST3 MPP7 MPV17L2 MS4A13 MTSS2 MXRA7 MYH8 MYOZ3 MZB1 NCBP2AS2 NDP NPM1 NUP107 OLFML1 OR2S2 OTUB2 P2RY1 P3H2 PACRG PADI6 PAPLN PCSK1N PHACTR4 PIGQ PKIA POLD1 PPIE PPP1R1C PPP1R36 PRAM1 PRAMEF25 PRIM1 PRKAG3 PXN RAB4B RAMP1 RNGTT RPS6KB1 RSPH4A S1PR1 SALL3 SCARB1 SCHIP1 SEC31A SELENOV SEMA3B SERBP1 SERPINB8 SETD1B SFXN1 SGCE SH2D4A SHROOM1 SIGLEC10 SIRT3 SLC25A31 SLC25A51 SLC37A4 SLC47A1 SLC7A13 SLC7A6 SLPI SNAP25 SNRPD2 SNX5 SPAG17 SPARC SPATA2L SPON2 SPPL2B SPTAN1 SUSD1 SYT2 TBC1D31 TBCE TBX3 TCP1 TDRD1 TEX12 THAP12 THEM4 THEMIS2 TLR3 TLX3 TM7SF2 TMEM126A TMEM132C TMEM184C TMPRSS11E TNS3 TREH TTLL8 TUBA4A TUBG1 UPK3BL1 USP12 UST VIL1 VPS8 VRK3 WBP1L WIPI1 WT1 ZCCHC14 ZDHHC13 ZNF454 ZNF616 ZNRD2 ZZEF1 GSE43863_TFH_VS_LY6C_INT_CXCR5POS_MEMORY_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43863_TFH_VS_LY6C_INT_CXCR5POS_MEMORY_CD4_TCELL_UP ABCG5 ADAR AEBP2 AGFG1 AGRN AHCYL2 ALDH1L1 AMY2A AOPEP APLNR ARF4 ASB13 ASCC3 ASCL1 ATF3 ATP2A2 AVP B4GALT5 BATF BCAR3 BCL2L1 BST2 C1GALT1C1 C3orf62 CCDC127 CCL5 CDK5R1 CHAC2 CITED2 CMTR2 CNTNAP4 CRTC2 CSNK2A1 CSRNP1 CXCL10 DDX11 DDX18 DHX15 DNAJB9 DOCK10 DPEP1 DTX3L DYNC2H1 EBI3 EDN1 EEF1E1 ERO1A EZH2 FAM178B FLVCR2 FNDC3A FOXJ1 GABRE GBP6 GCNT1 GJC1 GPRC5A H2BC18 HELZ2 HK2 HNRNPD HNRNPH1 HSH2D HSPA5 ICAM1 ICAM5 IFI27 IFI35 IFI44 IFI44L IFIT1B IFITM3 IL15RA IL1RAP IL1RN IL6 ILRUN IRF8 IRGM ISG15 JAM2 JMY KDM5D KDR KLK10 KRT222 KRT4 KRT71 LARP1 LGALS9B LIN9 LRATD2 LY75 LYG2 MAFK MCPH1 MDM2 MIB1 MIR22HG MKRN3 MOB1B MORF4L2 MS4A7 MX1 MX2 MYBL2 MYO1D MYOD1 NABP1 NAMPT NEDD1 NFKBIA NFKBIB NGEF NKX2-1 NOTCH1 NUP205 OR6A2 OTOG PARP14 PCGF5 PDCD10 PFDN4 PGM5 PHYHD1 PKN2 PLSCR1 PMEPA1 PML PPIP5K1 PPP1R15A PROM1 PRXL2A PTGES QPRT RAB8B RARRES2 REEP2 RGS1 RGS13 RIF1 RIPK1 RNF157 RPE RTP4 SBF2 SCTR SEC24A SEMA7A SERPINB9 SEZ6L2 SFT2D3 SH3RF3 SHMT1 SLAMF1 SLC22A1 SLC25A22 SLC25A33 SLC7A1 SLC7A6OS SLFN13 SOCS1 SOCS3 SRGN STAM SYBU SYDE2 TAF4 TAGAP TAP1 TAPT1 TBX21 TENT4A TFDP1 TFG TFRC TLE6 TLR7 TMEM39A TMEM68 TNFSF14 TOP3A TREX1 TRIQK TSSK6 U2SURP UAP1 UBE2V2 UNC79 USP18 USP32 UTP6 VSX2 VWA5B2 XAF1 ZC3H12A ZNF143 ZNG1B ZZZ3 GSE43863_TFH_VS_LY6C_LOW_CXCR5NEG_EFFECTOR_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43863_TFH_VS_LY6C_LOW_CXCR5NEG_EFFECTOR_CD4_TCELL_DN ABCA2 ABCD1 ADAMTS10 AHR ALCAM AMZ1 ANO6 APOC4 ATOH8 ATP6V0B ATP6V0D1 BEX1 BEX3 BLK BNC1 C17orf100 C5orf47 CABYR CACNA1B CD27 CD33 CD96 CDH7 CDON CERCAM CFAP161 CGRRF1 CHD3 CHST11 CREB5 CST7 CTXN1 CXADR DHTKD1 DNAH2 DNAJB13 DUSP3 DUSP4 DUSP6 DVL2 EGR1 EGR2 EGR3 ENTPD6 EPHX1 F2RL1 FABP5 FADS1 FCER1A FGF12 FLRT2 FOSL1 FOSL2 FRAS1 FSTL5 GAA GFI1 GLA GM2A GNAT1 GNG4 GPR35 GRHL1 GRIPAP1 HIC1 HIVEP3 HMGCLL1 HPGDS HRH2 HSF5 HYCC1 IER2 IFITM2 IGF2BP2 IL13RA1 IL1R2 IL33 IL6ST ITGAV ITPRID2 KANK3 KCNA5 KCNK13 KRT32 LAT2 LBH LCK LIPG LONRF3 LRRC8D M6PR MADCAM1 MALT1 MAP2K3 MDFIC METTL7B MIDEAS MIR22HG MLANA MMP7 MUSK MYO1D MYO1E NAB2 NFATC1 NR4A2 NR4A3 NRGN NRP2 NSMF NXF3 NXPH3 ORAI1 OSBPL3 PARD6G PFKP PGR PLAGL1 PLBD1 PLEK PLOD2 PMP22 PRDM8 PREX2 PRKCA PRND PSAP PTPRN RAB20 RAB39B RASD1 RASGEF1B RBPJ RBPMS2 RENBP RETREG1 RGS13 RGS2 RGS3 RHOF RILPL2 RIMBP3C RMND5B RNF17 RPS6KA2 S1PR3 SACS SARS1 SCG2 SCN1A SEMA4D SFTPB SH2D2A SLC15A3 SLC17A5 SLC17A9 SLC18A1 SLC5A11 SLC6A19 SLCO4A1 SMAD3 SOX4 SPAG16 SPP1 STARD8 SYCE2 TAGAP TGFB1 TGFB3 TIGD5 TIPARP TLCD3A TM4SF20 TMEM51 TMEM54 TMEM74B TNFRSF13C TOB2 TOX2 TPST2 TRIB1 TUBE1 UAP1L1 UBL4B UCP1 VCL VEGFC VPREB3 VPS26B VSIG1 WDR64 WDR90 WFS1 WNT1 WNT10A XBP1 XCL1 ZC3H12C ZDHHC18 GSE43863_TFH_VS_LY6C_LOW_CXCR5NEG_EFFECTOR_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43863_TFH_VS_LY6C_LOW_CXCR5NEG_EFFECTOR_CD4_TCELL_UP ACP6 ADCY6 AKT3 ANKRD42 ANXA1 AQR ARHGAP22 ARID3B ATP10D AZIN1 B3GALT6 BABAM2 BATF BBX BCAR3 BCL2 BCL3 BDH1 BEND3 BEND5 BICDL1 BST2 C6orf62 CA13 CBLB CCL5 CCRL2 CD19 CD47 CDC27 CDK1 CLCF1 CMPK2 CMTR1 CPNE3 CTSC CXCL10 CYBB DDX11 DENND3 DHX58 DTX3L EBI3 EIF4E EVX1 EZH2 FAM107B FAM167B FAM174A FAM89A FCER2 FCRL1 FGF3 FMR1 FSCN1 FUT8 GADD45B GBP4 GBP6 GIMAP4 GIMAP8 GOPC GOT1 GPER1 GPR18 GPSM2 GRAMD2B HACD3 HACL1 HEATR6 HECA HELZ2 HIVEP1 HNF1B HORMAD1 ICOSLG ID1 IDH3A IFI27 IFI35 IFIT2 IFNLR1 IL12A IL18R1 IL6 ILRUN IRF2BP2 IRF7 IRF9 IRGM ISG20 ITPKB IZUMO4 JUN KCTD14 KDR KIF5B KSR1 LGALS3BP LGALS9B LNPEP MCMBP MFAP1 MRGBP MS4A6A MYEF2 MYO19 MYO5A NAMPT NCF1 NDEL1 NFKB1 NFKBIA NIBAN1 NUP160 OPTN PARP12 PARP14 PARP9 PCGF3 PCMTD1 PECAM1 PELI1 PHIP PIAS1 PIK3AP1 PIKFYVE PIM2 PMEPA1 PML PPFIBP2 PPM1K PRKAA2 PRMT1 PSMB9 PXN RAB34 RAB8A RBM26 RBM33 RICTOR RIGI RNF114 RNF213 RRAS2 RSAD2 RTP4 SELL SENP5 SERINC1 SKIL SLAMF1 SLC43A3 SLC4A7 SLFN12 SLFN13 SMAGP SMARCE1 SNAP23 SOCS3 SOCS5 SPC24 SRSF11 STAG2 STAT1 STK17B STRIP2 SWAP70 SYPL1 TAF7 TAP1 TFG TLR1 TLR7 TMCC3 TMED8 TMEM168 TMEM184B TNFSF9 TOR1AIP2 TP53 TRAFD1 UAP1 UBTD2 UGCG USP15 USP22 VARS2 WIZ XAF1 YAE1 ZC3H12A ZDHHC13 ZFP62 ZMYND10 ZNF281 ZNF687 ZNFX1 ZRANB1 GSE43863_TH1_VS_LY6C_INT_CXCR5POS_EFFECTOR_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43863_TH1_VS_LY6C_INT_CXCR5POS_EFFECTOR_CD4_TCELL_DN ABCA1 ACAD10 ACAP1 ACBD5 ACP6 ADD1 ALDH4A1 ALS2CL AMPD1 ANKRD10 ANKRD13D ARHGAP5 ARHGEF1 ARID1A ARID4A ARMCX2 ATG12 ATP10D ATP6V0D2 BAZ2B BBS2 BCAS1 BCL7B BRWD1 C20orf85 C3orf80 CAMK1D CAMK4 CARD11 CARNS1 CBX7 CCDC186 CCR3 CCR6 CD1D CD247 CD37 CD72 CD99L2 CDC42SE2 CEP164 CLOCK CNKSR3 DAG1 DCC DNAJC7 DOCK2 DTX4 EIF4G2 EPC2 EPHX1 EXOC6B EZH1 F2RL1 FGF13 FOXO3 FRMD8 GGPS1 GIGYF2 GOLGA4 GOLM2 GPKOW GPRC5B HABP4 HERC2 HSD17B11 HSD17B8 HSDL1 HSF1 HSPA1B ICE1 IKZF4 INSR IP6K1 IQCF1 IRAK2 ITGB8 IZUMO4 JAG2 KAT2B KIF21B KIZ KLC4 KLF2 LAT LATS2 LBH LCA5 MAP3K1 MAP4K3 MAPK12 MBTPS1 MEF2B MON2 MSL1 MTFR1L MTMR12 NBR1 NCOA1 NDRG2 NOD1 NPC2 NR1D2 NT5E NUDT6 OTULINL PAIP2 PARP4 PARP6 PCMTD1 PDLIM5 PHF1 PHF21A PHLPP1 PIK3R5 PIP4K2A PKD1 PLCXD2 PLEKHD1 PNPLA6 PPDPF PRG4 PRKCE PRKD3 PSTPIP2 PTPN5 PTPRC RAB11FIP2 RAB33B RABEP1 RANBP6 RARG RASA3 RASGRF2 RBM7 RESF1 RFX1 RGS10 RHOH RHOT1 RIN2 RIPK2 RNF2 RPL9 RPS7 RRAGD RSBN1 SAT1 SCAF8 SCARB2 SDC4 SEC62 SERPINI1 SF3B1 SH3BGRL2 SIT1 SLC22A2 SLC25A23 SLC26A11 SLC28A2 SLC49A4 SNTB1 SNX14 SNX15 SNX20 SP3 SPTAN1 ST8SIA1 STYK1 TANC1 TASP1 TCN2 TECPR1 TEX10 THRA TMEM243 TMEM64 TMEM87B TRAT1 TREX1 TRIM33 TSPAN32 TTC28 TUBB2B UBP1 UPF3B USP24 USP28 VAV2 WDR82 YOD1 ZBTB20 ZCCHC2 ZDHHC20 ZHX2 ZKSCAN5 ZMYM2 ZNF236 ZNF592 ZNRF3 GSE43863_TH1_VS_LY6C_INT_CXCR5POS_EFFECTOR_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43863_TH1_VS_LY6C_INT_CXCR5POS_EFFECTOR_CD4_TCELL_UP AAAS AARSD1 ABCB9 AJUBA ANLN AP2M1 AP2S1 APAF1 APIP ASPM ATP5MC3 ATPAF2 BAK1 BLMH BMPR1A BRCA1 BRI3BP CAD CAV3 CBR4 CCL5 CDCA2 CDCA7L CDK4 CENPE CENPS CHGA CHSY1 CKAP2L CLSPN CNIH1 CNTLN COPS3 COX17 CRELD2 CRYBG2 CSNK2B CTC1 CYSLTR2 DARS1 DDT DDX1 DEPDC1B DNAJC2 DNAJC9 DOK1 DRG1 DTL ECT2 EI24 EIF4H EIF5A2 ELOVL1 EMC7 EME1 ENTPD7 ERH ETFB FAM216A FAR1 FBLN1 FBXO44 FBXO5 FBXW8 FGL2 FH FIGNL1 FNDC3B GALE GALK1 GINS1 GLOD4 GMDS GNG2 GNG3 GNPDA1 GPI GRIA4 GRIN2A GSTT2 GTF2F2 GTF2H5 GTF3A GZMK HADH HDAC3 HEMK1 HINT1 HPRT1 HPS6 HSD17B12 IDH3B IFT43 IL4 INO80E IQGAP3 ITGAL ITPR1 KCNK5 KIF23 KIF2A KIF3A KNSTRN LAMP2 LETM1 LRRC40 LRWD1 LSM2 LUZP1 MCM10 MIS18A MRE11 MRPL18 MRPL45 MRPS11 MRPS16 MRPS18C MTHFD1L MX2 MYDGF NAA10 NAP1L1 NCAPH2 NELFCD NRM NSD2 NUCB1 NUF2 NUP93 NUTF2 ORMDL2 PACRGL PASK PDAP1 PDK3 PDLIM2 PFKP PIDD1 POGLUT3 POLE PPFIBP1 PPP1R7 PPP3CC PSMA2 PSMA4 PSMB1 PSMD1 RAB19 RAD51AP1 RBBP7 RFC2 RFC5 RNASEH2B RPE RPS27L RYK SAE1 SAR1B SCARB1 SEC13 SEPTIN11 SERF1A SGO2 SKA2 SLC25A20 SLC25A6 SLC31A1 SMDT1 SNF8 SNHG32 SNRNP25 SNRNP35 STMN1 SYNPO TACC3 TG THOP1 TKT TM4SF5 TNFRSF8 TNFSF9 TPI1 TRAPPC1 TRIM37 TTC30A TUFM TXN2 TXNDC17 UBE2V1 UBR7 UCHL5 UFC1 UFSP2 UMAD1 VDAC1 VIM VWA5A WASHC5 WSB2 ZNF518B GSE43863_TH1_VS_LY6C_INT_CXCR5POS_MEMORY_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43863_TH1_VS_LY6C_INT_CXCR5POS_MEMORY_CD4_TCELL_DN ABCA1 ABCA2 ABCB4 ABCG1 ACAP1 ACRV1 ADAM8 ADAMDEC1 ADGRA1 ADGRE5 ADGRL1 AGAP1 ALDOB AMDHD1 AMHR2 ANKS4B ANPEP AQP7 ARMH4 ARRDC1 ASGR2 B3GNT2 B3GNT7 BACH2 BICRAL BNC1 C1QA C1QB C1QC CA1 CAMK2G CARTPT CATSPERZ CBS CCDC106 CCDC153 CCDC24 CCDC96 CD1D CD226 CD27 CD300A CD300LB CD5L CD68 CFAP97D1 CIP2A CKB CLEC1B COQ8A CPA1 CPNE8 CREG2 CSF1R CSNK1D CTSB DAPL1 DDB2 DNALI1 EFEMP1 EPB41L3 EPCAM EPHB2 FABP12 FBXL19 FBXO16 FCER1A FCGRT FNIP2 FRAT1 FSTL5 GAB1 GATD1 GDI1 GJB1 GJB2 GJB4 GPR137B GPR35 GPR37 GPT2 GSG1 HAL HMGCLL1 HOXA3 HRH2 HSF2BP IL17RB IRF2BP2 KCNQ1 KHDRBS3 KLF2 KLRC2 KMT2E KRTAP17-1 L1CAM LASP1 LAT2 LGI2 LHX9 LIMA1 LRP1 LTBP3 MBNL2 MERTK MMP19 MORN1 MORN4 MRC1 NDN NFIC NIBAN2 NMNAT2 NODAL NOX4 NPL NR1I2 OCSTAMP OLAH OXLD1 PARD6G PBX2 PCP4 PDE9A PDGFA PFKM PIR PLA2G15 PLCG1 PLD2 PLPP3 POU3F4 PPP1R3G PRODH2 PRSS35 PTK2B RAB25 RAPGEF4 RASSF3 RETREG1 RGS10 RGS2 RNF122 RNF144A RPS6KA5 RTBDN SAA2 SCML4 SELENOP SENP7 SERAC1 SERPINB6 SGSH SIM2 SLC11A1 SLC17A9 SLC22A16 SLC22A25 SLC25A23 SLC40A1 SLC4A9 SLC8B1 SMO SMPX SNAP25 SP6 SPATA4 SPDYA SPP1 SPRR3 STK10 STK40 SUSD6 SYT16 TBC1D2B TBL1XR1 TCIRG1 TF TFAP2B TGM1 TM4SF20 TMEM98 TMLHE TNIK TNKS1BP1 TPM2 VCAM1 VSIG8 WDR13 WFIKKN1 WNT1 WNT11 XIST ZC2HC1B ZFP36L1 ZFPM1 ZNF365 ZNF385A ZNF667 ZNF784 GSE43863_TH1_VS_LY6C_INT_CXCR5POS_MEMORY_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43863_TH1_VS_LY6C_INT_CXCR5POS_MEMORY_CD4_TCELL_UP AATF ABCF2 ADGRL3 AGFG1 AIMP2 ANKRD28 ANKRD40 ARFRP1 ARL5A ATF3 ATIC ATXN7L3 B4GALT5 BCCIP BCL2A1 BIRC3 BRIX1 C15orf48 C5orf22 C7orf50 C9orf72 CACYBP CCDC6 CCNB1IP1 CCT6A CD40 CD44 CDK5R1 CEP83 CFLAR CHAMP1 CLIP1 CPNE3 CPSF4 CST11 CTPS1 CUL2 CXCL10 DDX18 DDX31 DDX56 DNAJC2 EBI3 ECE2 EIF1AY EIF2B3 EIF2S2 EIF4E ELAVL1 EPOP ERH ETF1 FOXRED2 FUT8 GBP6 GEMIN4 GLS GMEB2 GPS1 GRWD1 HACD3 HEATR3 HMGA1 HNF1B HOMER1 HPRT1 HSP90AA1 HSPD1 ICAM1 ID1 IDH3A IFNLR1 IFRD2 IL10 IL15RA IL2 IL2RA IL6 INTS4 IRGM KCTD13 KSR1 LMNB2 LSM12 LUC7L MAFG MAK16 MFHAS1 MLLT1 MRPS2 MTOR MTRR MYO19 NAA25 NAA50 NAT10 NCF1 NFKB2 NFKBIB NLE1 NOC3L NOL11 NOP9 NSUN2 NUS1 PCGF6 PDAP1 PDCD1LG2 PDF PECAM1 PELP1 PGS1 PHIP PLBD2 PLXNC1 PNPT1 POLDIP2 POLR1F POLR3D POP1 PPAT PPP5C PRR3 PSMB2 PSMD8 PTCD3 PTPMT1 PUS1 PUS10 PUS7L PXN RABGGTA RABL6 RAP1B RBM15B RBM17 RCL1 RHBDL3 RHEBL1 RIOX1 RRP7A RRP9 RSL24D1 RUVBL1 RUVBL2 RWDD4 SCARB1 SELENOI SELENOS SERPINB9 SF3B3 SIAH2 SLC16A1 SLC1A4 SLC25A1 SLC25A33 SLC7A6 SLC9A8 SMYD5 SNUPN SOCS3 SPOUT1 SRFBP1 SRM SRSF6 ST6GALNAC4 STOML2 SUPV3L1 TADA2A TAP1 TBL1X TBL3 THOP1 TMA16 TMEM165 TMEM184B TMEM238 TMEM39A TRIM44 TRMT6 TRNAU1AP TSEN2 TSEN54 UMPS UQCC6 URB2 UTP14A UTP4 UTP6 WDR18 WDR36 WDR4 WDR5 WDR55 WIZ ZC3H12A ZNF207 ZNF639 ZNF770 ZZZ3 GSE43863_TH1_VS_LY6C_LOW_CXCR5NEG_EFFECTOR_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43863_TH1_VS_LY6C_LOW_CXCR5NEG_EFFECTOR_CD4_TCELL_DN ABHD8 ADAM17 ADD1 ADPRH AHNAK AIMP1 AKR1A1 AKTIP ANAPC11 ANP32A APOBEC1 ARL14EP ASXL1 ATM ATXN7L3B BRCA1 BTG2 C6orf89 CAMLG CAST CAT CBFA2T3 CBX4 CCDC90B CCNF CCNG2 CD22 CD79B CDCA7L CDK2AP2 CDKN2C CHAD CHD8 CMPK2 COA6 COG5 COMT COX18 COX7A2L COX8A CPNE1 CPSF3 CRYBG1 CS CTSH CXorf38 DDT DDX19B DOCK2 DPAGT1 DPP4 DSTN ERAL1 ESYT1 EVL EXOSC4 FAM3A FBXO21 FEZ2 FH FKBP7 FNTA FRG1 GBF1 GCNT1 GDPD3 GGA2 GLE1 GLOD4 GM2A GMNN GNA11 GNA15 GNAI2 GOLM1 GPSM3 GTF3C1 H3-5 HADH HCFC1R1 HDAC7 HDDC2 HELB HES6 HHEX HLA-DOA HSD17B11 HTATIP2 IFT25 IMMP1L IMPA2 INPP5K INTS7 ITPR2 ITSN1 KCND2 KDM3B KLF13 KLF7 LDAH LIPE LPL LTB LYRM2 MDFIC MED10 MFHAS1 MLX MORC4 MRPL40 MRPL43 MTERF2 MX1 MX2 MXI1 MYH9 NDUFB5 NDUFS3 NEK1 NFYC NIPSNAP2 NISCH NME3 NONO NPC1 OAZ2 OCM2 OSBPL5 PAPSS1 PARN PAX5 PCCB PDE6D PDGFRB PDK1 PGM2 PON2 PRAF2 PRMT1 PRPSAP1 PSMB9 PTCD2 RAB12 RALGPS2 RASA3 RFC1 RFC5 RHOQ RIOK3 RNF167 RNPEP RPAP3 RPN2 RSPH3 S1PR4 SEMA4B SEMA4D SEMA5A SEPTIN9 SGPP1 SH3BP1 SIRT3 SLC25A28 SLC25A4 SLC37A4 SLC38A10 SLC44A1 SLC48A1 SMIM11 SNIP1 SOX11 SOX13 SPRYD7 STARD3 STX4 SULT2B1 SUMF1 TAF1B TAPBP TAX1BP1 TEX9 TGDS TMED7 TMEM229B TNIP1 TOR2A TRAF5 TRAPPC1 TRDMT1 TXNDC5 TXNIP UBA7 UNC119 UNC119B XPC YJU2 ZBTB25 ZDHHC14 ZFP90 ZNF436 GSE43863_TH1_VS_LY6C_LOW_CXCR5NEG_EFFECTOR_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43863_TH1_VS_LY6C_LOW_CXCR5NEG_EFFECTOR_CD4_TCELL_UP AARS1 ABCB9 ACAA2 AKIP1 ALCAM ALDOA ANAPC15 ANXA2 AP2M1 APOO ARL1 ARPC4 ASF1B ASNSD1 ATP5MC3 ATPAF2 BCL2A1 BLM BLMH C11orf71 C18orf21 CAV3 CCNA2 CCNE1 CDC34 CDK4 CDKN2C CENPF CENPH CENPS CHAF1B CHEK1 CHEK2 CHSY1 CHTF18 CKAP2 CNTLN CNTROB COPS3 COPS4 COPZ1 COX7A2 CRYBG2 CST7 CTC1 CYB5R3 DDX1 DGCR6 DHRS4 DNAJC2 DNAJC3 DNMT1 DPCD DPP3 EBI3 EI24 EIF1AX EIF2B5 EME1 ENKD1 ENO1 ESPL1 ETFB EXOSC2 FAM98B FBXO27 FKBP1A GALK1 GMDS GMPPA GPI GRN GTF2F2 GTSE1 H1-0 H2AX HAUS4 HMGB3 HPF1 HPSE ICOS IFNG IMPDH2 ITGAL ITPK1 KIF11 KIF22 KIF3A LAG3 LCMT1 LITAF LRR1 LRRC40 LRWD1 LYSMD2 LZTFL1 MAST2 MED8 MED9 MKI67 MRE11 MRPL11 MRPL18 MRPL20 MRPL33 MRPL54 MRPL57 MTHFD1L MTRES1 MYL4 MZT2B NCAPG NCAPH2 NDUFA8 NDUFB2 NEK6 NOL7 NRM NUF2 ODR4 ORC2 OXGR1 PABPC1 PALS2 PASK PDAP1 PDCD1LG2 PENK PIDD1 PLCB4 PLK1 PLK4 PNO1 POGLUT3 POLD3 PPFIBP1 PPP1R7 PPP2R3C PPP5C PRELID3B PRMT6 PRORP PSMA2 PSMD1 PSMD13 PTPN3 PTTG1 PXN R3HCC1 RAB19 RAD51 RAD54L RAVER1 RFWD3 RNASEH2B RRM1 RRM2 RYK SAE1 SDR39U1 SEPTIN11 SHCBP1 SKA1 SLC12A2 SLC25A4 SLC37A2 SLCO4A1 SMTN SNF8 SPCS3 SSR2 STIL TBC1D4 THOC3 TIMM22 TIMM23 TIMP2 TINF2 TMED1 TMEM160 TNFRSF8 TOMM40 TOP2A TP53I13 TPX2 TRAPPC5 TSPAN2 TTC39C UBE2S UBE2V1 UCHL5 UHRF1 UQCRQ USP1 VPS36 WASHC5 WDR90 ZCCHC3 ZNF518B ZNHIT1 GSE43863_TH1_VS_TFH_EFFECTOR_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43863_TH1_VS_TFH_EFFECTOR_CD4_TCELL_DN ABTB3 ACAP1 ACBD5 ACP6 ANGPTL1 AP2A2 ARHGAP4 ARHGEF1 ARID1A ATOSA ATP10D ATP1B1 BACH1 BAZ2B BCL7B BRWD1 C1orf52 C4orf19 CAMK1D CAMK4 CARD6 CARNS1 CBX7 CCR7 CD27 CD37 CDC14B CDIPT CLOCK CNN3 CNST COL9A3 CPM CREBBP CRLF3 CTDSP2 CTPS2 DCAF11 DNM2 EDRF1 EEIG2 ENTREP3 ERC2 ETV3 EXD1 FAM117A FAM234B FBXL20 FCGRT FCHSD1 FGF13 FHIP1B FOXO4 FOXP1 FRYL GMIP GPR132 GPRASP1 GRAMD2B H2AC25 H3C14 HABP4 HBP1 HECA HERC2 HLA-DOB HNRNPH1 HSD17B11 HSF1 IGLC7 IL17RA INSR INVS IP6K1 IRF2BPL ITPRID2 ITPRIP KCNAB1 KDM3A KDM7A KIF21B KIZ KLF13 KREMEN1 LAT LBH LDB1 LMBR1L LRRC23 LTB MAP3K14 MBTPS1 MEF2A MEF2B MEPCE MIB2 MITF MPPE1 MTSS1 MZB1 NCLN NR2F1 NUFIP2 OSBPL7 OTULINL PAIP2 PARP4 PARP6 PBX1 PDE1B PIGP PIK3CA PIP5K1C PITPNM1 PLEC PNPLA6 PNPLA7 POLG PPDPF PRKCE RAB11FIP2 RAB12 RAB20 RAB33B RAB3IP RABEP1 RANBP2 RAP1GDS1 RASGRP1 RASSF3 RFX1 RGS14 RHOH RHOT1 RIPOR1 RNF146 RPS14 RSBN1 SAT1 SCG5 SEC62 SELENOP SENP7 SERAC1 SERPINI1 SEZ6 SF3B1 SFXN3 SH3PXD2A SHISA5 SIDT1 SIRT7 SLC35B3 SLC49A4 SLC50A1 SLPI SMAD4 SMIM14 SNX15 SPOP ST8SIA6 STK10 STK17B SUN2 SUSD6 TAGLN TBC1D15 TCP11L2 TEX264 THEM4 TMEM269 TMEM63A TMEM87B TMLHE TMX4 TNRC6C TNS3 TOM1 TPRG1L TRAPPC8 TRIM65 TRIO TTBK2 TTC19 UBP1 UPK3BL1 USP24 USP33 VPS26A WASHC2A WDR44 WDR82 WNT5B YPEL3 ZBED6 ZFP28 ZMYM2 ZNF236 ZNRF1 ZRANB1 GSE43863_TH1_VS_TFH_EFFECTOR_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43863_TH1_VS_TFH_EFFECTOR_CD4_TCELL_UP AATK ACBD5 ACER2 ACTB ACTN2 ADHFE1 AKAP14 ALDH3A1 ALOXE3 AMHR2 ANKRD1 APBA3 ARL10 ARL13A ARSJ ASAH2 ASPDH ATP13A2 B2M B3GNT8 BICD1 BTD C16orf96 C2orf80 C3 C3orf52 C6orf141 CBLN3 CCDC117 CCER1 CD207 CES3 CHRNA9 CILP CLXN CNBD2 COG5 COL3A1 CST5 CTNNA2 CYP24A1 DAGLB DCC DCST1 DENND1B DENND2B DLGAP1 DPP4 EDEM1 EFNA5 ELL EML3 ENSA EXOC2 FAM120C FAM166A FAM170B FAR1 FBXO41 FCHO2 FLRT3 FMR1NB FOXS1 FPGS FSTL1 GALNT3 GCNT3 GIMAP6 GJA4 GJB4 GJC2 GLS GLT8D1 GOLM2 GOT1L1 GPR39 HOXA11 HPSE IGFBP2 IGSF8 ILDR1 INF2 INHBB IQCF1 JMJD7-PLA2G4B JTB KCNJ2 KHNYN KIF20B KRT14 KRT85 LATS2 LCA5 LIPK LNX1 LRFN2 LRRC58 LRRC66 LRRN1 LYPD1 MAGED1 MAN2A1 MAP2 MCL1 MEIOB MEOX1 MIA MIER1 MMP20 MVD NBEAL1 NFATC4 NIPSNAP3B NKX6-2 NOL3 NPY4R NTNG1 NUP153 OMP OPCML OPRM1 ORMDL3 OTOP1 P2RX3 PAMR1 PARM1 PBLD PCDH8 PCGF2 PHETA2 PHIP PHLPP2 PLAA PLGRKT PPL PPP2R5B PROB1 PSMD14 PTPN5 QKI RASIP1 RBM14 RGMA RGR RHOJ RIOK3 RNF121 RNF2 RPAP3 RPS6KA5 RPUSD1 RSRC1 SDC1 SEMA3E SEMA6B SERINC5 SH2B3 SHISA5 SLC38A4 SLC39A1 SLC5A11 SLITRK6 SNAPC1 SNCAIP SND1 SNX21 SNX6 SOX18 SPDEF SPINK4 SPP2 SPRR2A ST7 STAC SUCNR1 TBC1D12 TMEFF1 TMEFF2 TMEM151A TPSG1 TRDN TRIM17 TRIM62 TRIM72 TTC14 UBXN1 UPF3B VLDLR WDR6 WDR82 WNK1 WNT3 XCR1 XIAP XPO7 YIPF2 ZBTB43 ZNF334 ZNF536 ZSWIM2 GSE43863_TH1_VS_TFH_MEMORY_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43863_TH1_VS_TFH_MEMORY_CD4_TCELL_DN ABCA1 ABCB4 ABCD1 ABCG2 ADAM8 ADAMTS10 ADCY7 ADD1 ADD3 AFF1 ANKH ANKRD13A AP3B1 ARHGEF1 ARHGEF18 ARHGEF3 ARID3A ATOSA BIN1 BMF BMP2K C1orf54 CALHM2 CARMIL2 CBL CCNG2 CCR6 CD74 CDC42EP3 CDC42SE2 CDKN1B CDT1 CEMIP2 CERK CERS4 CNN2 CPT1A CREBRF CSNK1G2 CTDSP2 CTSA CTSO CTSW CYB561A3 CYTIP DENND1C DGKD DTX1 DYNLT3 EGFL6 EIF2AK3 EPAS1 ERCC5 ERO1B ERP29 ETS1 EVI2B FAM53B FCGR2B FCRLA FGD3 FRMD8 GABARAP GIT2 GLI3 GM2A GMIP GOT1L1 GPR34 GTPBP2 HBP1 HELZ HGS HHEX HIP1R HK1 HLA-DMA HLA-DOB HLA-DRB1 HPSE HS3ST1 HSD17B11 ICOS ID3 IFI30 IFNGR1 IFT140 IFT172 IL2RG INTS6L ITK ITPR3 ITPRIP JAK2 KDM2A KDM7A KLF13 LAMP1 LAT2 LEPROTL1 LMNTD1 LPP-AS2 LRRCC1 LRSAM1 LSR MAK MAN2A2 MAP4K2 MAPK11 MBD4 MGAT1 MICAL1 MIDEAS MRGPRE MSN MYH9 NIT1 NOXO1 NUMA1 OSBPL9 PARP1 PARP4 PDE2A PDE3B PHC2 PIANP PIAS3 PIGP PIK3CG PIP4P1 PLEC PLEKHA2 PLEKHG2 PLP2 POU2AF1 POU6F1 PPDPF PRIM2 PRSS23 PTPN22 PTPRC PTPRO RAB1B RABEP2 RCSD1 RERE RGL2 RGS3 RIN3 RIPOR2 RMND5B RNASE6 RNF167 ROGDI RP9 SCARB2 SEMA4B SEMA4D SERINC3 SH3BP1 SIDT1 SLA SLC12A6 SMAD6 SMC6 SMIM14 SNAI3 SPAG9 SPIB STAU1 STK17B STX2 SUSD1 SUSD3 TK1 TMEM51 TMEM9B TNFRSF18 TOR4A TPD52 TRAF3IP3 TRIB2 TRIM8 TRPV2 TSC22D3 TSPAN13 TUBB2A UAP1L1 UNC119B VCL WASF2 WDR81 WNT10A YPEL3 ZMYM5 ZNF395 ZNF414 ZNF496 ZNF608 ZNF821 GSE43863_TH1_VS_TFH_MEMORY_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43863_TH1_VS_TFH_MEMORY_CD4_TCELL_UP ADM AGFG1 AHR AIMP2 AK7 AKAP1 ALCAM ALG3 AMZ1 ANKRD13B ARFRP1 ATP1B3 ATXN7L3 B4GALT5 BEX1 BEX3 BTG3 C7orf50 CACYBP CCDC137 CCDC141 CCNB1IP1 CCT6A CDC34 CDK5R1 CDV3 CEP83 CFLAR CHAMP1 CHST11 CIART DDX18 DNAJA2 DUSP4 ECE2 EGR2 EIF2B3 EIF2S1 EIF4E EIF5B EME2 ENTPD6 EPOP EPRS1 ERAP1 ERH ERO1A ETF1 EXOC2 EYA3 FABP5 FASN FNBP1 FOSL1 FOXK2 FOXRED2 FTSJ3 G3BP1 GLA GMFB GRHL1 GTPBP4 HCCS HEATR3 HILPDA HOMER1 HPRT1 HSP90AA1 HSPA9 HSPD1 HSPE1 HSPH1 IARS1 IDE IFIH1 IFIT2 IFRD2 IGF2R IL1R2 IRS2 ISYNA1 KLF16 KTI12 LCK LGALS3BP LTA4H LZTFL1 MAFF MAFG MAK16 MAP2K3 MAT2A MFSD5 MIOS MLLT1 MTCH2 MTRR MYDGF MYO19 MYO1E NAA50 NCS1 NFATC1 NFX1 NLE1 NOP9 NRGN NUDCD3 NUP205 NUS1 ODC1 ORC2 OSGIN2 PAFAH1B2 PDAP1 PDCD1LG2 PFKP PLEK PLEKHF2 PLXND1 PMP22 POLR3D POP5 PPAT PPIF PPP6C PRPS1 PRR3 PSMB7 PSMD8 RAP1B RAVER1 RBM15B RBM34 RCC1 RCC1L RCL1 RCN1 RDH11 RENBP RGS16 RIOX1 RPS6KA2 RRP8 RRP9 RSL24D1 RUVBL2 S1PR3 SCARB1 SELENOI SEPTIN2 SERPINB9 SF3B4 SH2D2A SLC15A3 SLC16A1 SLC16A13 SLC25A1 SLC25A22 SLC25A32 SLC25A6 SLC7A1 SLC7A6 SMAD3 SNAI3 SNRPD1 SNUPN SPRYD7 SRFBP1 SRM SRPRA SRSF6 ST6GALNAC4 THOP1 TIMM8A TLCD3A TMEM184B TRA2B U2SURP UBA6 UMPS UQCRFS1 UQCRQ URB2 USP36 UTP18 UTP4 UTP6 VEGFC WDR18 WDR3 WDR36 WDR55 WDR77 XCL1 XPOT YWHAG ZC3H12C ZC3H15 ZNHIT6 GSE43955_10H_VS_30H_ACT_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43955_10H_VS_30H_ACT_CD4_TCELL_DN ABCF3 ACYP2 ADH7 AHNAK AKT1 AKT2 ALCAM ALKBH5 AMACR ANKIB1 ARF1 ARHGDIB ATG12 ATP1B2 BASP1 BCL7C BHLHE40 BID BPHL BPNT1 BUD31 C1GALT1C1 C2 C2CD2 C9 CACUL1 CASP12 CASP4 CCDC93 CCNI CCR1 CD83 CDC5L CENPK CFB CGGBP1 CITED1 CLCN7 CLOCK CNP CNTNAP1 CR1L CRY1 CSTPP1 CYB5B CYP2J2 DGCR2 DIO1 DIO2 DIP2B E4F1 ELK1 ELOVL6 ENY2 EPHA8 F8 FAM241A FBXO38 FDPS FGFBP1 FOXRED1 GAD2 GDE1 GJA8 GLI1 GLRX3 GRIA3 GSTM5 H1-8 HADH HEBP1 HIC1 HIP1R HMBOX1 HOXB6 HP IGFBP4 IKBKE IL13RA1 IL7 IMP3 INMT ITGAE ITLN1 JMJD8 KPNB1 KRT16 KSR1 LAMA3 LCN2 LDLR LRRC59 MAGEH1 MCOLN2 MKNK2 MMP12 MPG MRPS18B MSMB MSMO1 MTMR14 MYH4 MYORG NANOG NAPSA NAV1 NCF4 NEUROG1 NPNT NR2C2 NRBP1 NTF3 NUB1 OGFR ORC5 ORMDL1 P4HA1 PCCB PDCD7 PDIA5 PDPK1 PGK2 PIAS2 PKIA PLA2G2C PLA2G6 PLA2G7 PLK2 POU2F1 PPP2CB PRAP1 PRKCQ PRKG2 PRPF8 PSIP1 PTGER2 RAB21 RAMP1 RAN RBM14 RCL1 RNASE1 RNF166 RPL18 RPS10 RPS16 RPS6KB1 RRAGC RYR2 SAAL1 SAR1A SCAMP1 SCG2 SDC2 SELENOT SEMA3C SERPINA5 SERPINB2 SET SETDB1 SGPL1 SHC1 SLC12A1 SOCS3 SORBS1 SOS2 SPIC SRRT ST3GAL5 STK11IP STRN3 STRN4 STT3A STX5 STXBP2 SYT9 TAT TERT TGFA TGFBI TIAL1 TNNI1 TNPO1 TNPO3 TRAF2 TRAFD1 UGCG UPK2 UQCC3 VKORC1 VPS26B WBP2 WNT1 WNT7B YBX2 YY1 ZC3H12C ZFAND2A ZNRF4 ZSCAN26 GSE43955_10H_VS_30H_ACT_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43955_10H_VS_30H_ACT_CD4_TCELL_UP ABCB4 ABCD3 ADORA1 AIF1 ALPL AMZ2 ANXA5 AOC1 ARPC5 BAD BCL2L1 BCL2L13 C1QA C1QB C3AR1 C9orf72 CACNB3 CAT CAV1 CCL13 CCL22 CCNF CCNG2 CD320 CD3E CD5L CDH1 CDK4 CDKN1C CES1 CH25H CKAP5 CLIP3 COLQ CORO1A CPD CPEB1 CPXM1 CS CTSH CXCL13 CXCL3 CXCR3 DHX15 DLGAP4 DNAJA1 DYM E2F8 EDN3 EFNA3 EIF2D ENO2 ENOPH1 EPC1 ETS2 F11R FGF4 FHL1 FHL2 FLNB GDF3 GDNF GLRX GRIN2D HAPSTR1 HAS1 HLA-DRB1 HSPA1A HSPA1B HSPB2 HSPB8 HTR1F ID3 IFIT2 IGSF8 IL10RA IL1A IL6 INPP4A INPP5D INTS14 IPO5 IRF5 ITCH ITIH2 KCNA3 KCNJ1 KL KRT27 KRT77 LANCL2 LCP1 LMO4 LOXL1 LPL LRP5 LY86 LYSMD2 LYST MAPK14 MARCO MPZL2 MRPS2 MRPS36 MSN MX2 MYBL2 MYO6 NAB2 NCF1 NDUFC2 NECTIN2 NKIRAS1 NR1H3 NUDCD2 NUDT4 NUMB OPRK1 OSBPL11 P4HA2 PADI1 PAM PCDH12 PCDH7 PCGF5 PCSK7 PCYT1A PELI1 PEX14 PGK1 PHKG1 PIGR PLAT PLAUR PLPP3 PLXNA3 PNN POU2AF1 PPA1 PPP1R15A PPT2 PRKCD PRM3 PRSS12 PSEN2 PTCH1 REPS1 RFK RNF103 RPL39 RPP25L RPRD1A RSAD2 S1PR3 SAP30L SCHIP1 SCN1B SELENOV SERPINE2 SH3BGRL3 SH3BP2 SLFN12 SMYD5 SNTB1 SPP1 SRA1 SSTR3 ST3GAL5 STAU1 STX6 SYT2 TANGO2 TAOK3 TH TLR6 TMED1 TMEM71 TMPRSS15 TNF TNFRSF11B TNNT2 TOM1L1 TPGS2 TPSB2 TRIM21 TRIM27 TRIM47 TRPC6 TSKS TUBA8 TUBB UIMC1 UPP1 USP25 VASP VCAM1 VEGFC YWHAG ZNF274 ZNF385A GSE43955_10H_VS_30H_ACT_CD4_TCELL_WITH_TGFB_IL6_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43955_10H_VS_30H_ACT_CD4_TCELL_WITH_TGFB_IL6_DN AASS ABCB9 ABCG1 ACO1 ACP1 ADAM28 ADORA2B AK1 AKR1B1 ALAS2 ALCAM ALDH1A1 ANKRD33B ANXA1 AP1G2 ATP11A ATRAID B4GALT6 BASP1 BCAS2 BHLHE40 BLK C16orf89 C2 C9 CANX CAPRIN1 CASK CASP4 CAT CAVIN2 CBX6 CCN3 CCNT1 CCR1 CCR5 CDHR5 CDS2 CENPE CFAP418 CHRNB2 CIZ1 CLCNKB CLEC4A CLOCK COL1A1 COL6A1 CRYGC CTSS CXCL13 CYBC1 CYTIP DACH1 DBF4 DCAF12 DDIT4 DDX25 DEGS1 DLX6 DNAAF11 DYRK1B E2F5 EFNA5 EFNB2 EIF1B ENKD1 ENPEP ENY2 ESRP2 FABP5 FANCG FLNB G6PC1 GAB1 GBP4 GDPD5 GPX2 GRIK5 GSTM5 HAL HASPIN HBEGF HDLBP HGSNAT HIC1 HK2 HOXB4 HPGD IER2 IGF1R IHH IL12RB1 INTS9 IRF1 IRF8 ISLR ITGAE ITM2B ITPR2 KCNQ2 KIF3A KLF5 KLHL24 KMT5C LIPE LTA MAP3K1 MATN2 MCL1 MCRIP1 MCUR1 MGP MMP12 MRPL45 MSMB MSX1 MYH4 NAPSA NCF4 NEUROG1 NKX2-2 NPNT NQO1 NYNRIN OMD OSBPL1A PAX6 PCP4 PDX1 PGRMC2 PHLDA1 PHLDA2 PIGK PLK2 POLDIP3 PPP4R2 PRADC1 PSIP1 PTGS1 PTPN22 RBPJ REN RESP18 RET RNASE1 ROR2 RORC RPRD1B S100A4 S100A6 SAG SARAF SEPTIN6 SERPINB2 SHC1 SLC10A3 SLC12A4 SLC1A2 SLTM SMIM7 SOAT2 SORBS1 SPOUT1 SPSB1 SRPRA SRPRB STRN4 SULT2B1 SYNPO SYT2 SYT6 TAF11 TAF1D TAF8 TAX1BP1 TENM1 TGFBI TMEM41B TMPRSS2 TNNC1 TNPO3 TPP2 TRPC4 TSC2 TSPAN5 TUBB3 UBA5 UGCG UGDH USP48 UVRAG VKORC1 WLS WNT7B WWTR1 ZEB1 ZFAND5 ZIC2 ZKSCAN1 GSE43955_10H_VS_30H_ACT_CD4_TCELL_WITH_TGFB_IL6_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43955_10H_VS_30H_ACT_CD4_TCELL_WITH_TGFB_IL6_UP ABCA4 ABCD3 ABCF3 ACAD9 ADGRE5 ADSS1 AKR1A1 AMPD3 AP1M1 AP1S2 AP3S2 AQP7 ARF1 ARFGAP3 ARHGAP45 ASCC1 ATP6V0A1 BAG2 BEX4 C1QB C1QBP CACNA1A CBX4 CCDC88A CCL25 CCL5 CD2AP CD300C CD48 CD81 CDC42SE1 CDC45 CDSN CFH CISD1 CITED1 CITED2 CKB CLCN7 COG1 COL15A1 COPS3 CPXM1 CSF2RB CSN2 CXCR5 CYP1A1 CYP4A11 DESI1 DHFR DIO2 DMD DPF3 EDN3 EIF2D ELAVL3 ENC1 EPHX2 EXOC7 F11R FABP6 FAM20C FARS2 FBP1 FOXJ1 FXR2 GAA GALNT6 GBF1 GCM1 GDPD3 GET3 GFI1 GGPS1 GGT5 GP1BA GP1BB GPR65 GRB2 GTF2I H3-5 H6PD HAPSTR1 HCCS HRK IDS IGSF8 INHBC ISCA2 ITGAX JUND KCTD20 KIAA0930 KRT77 KRTAP13-2 KRTAP8-1 LCP1 LDB3 LDLR LRP1 MADCAM1 MAPK1 MEIG1 MEPCE MFN1 MGST2 MKRN2 MOGS MPZL2 MRPL17 MRPL40 MRPS18A MRTO4 MTHFR MVK MXD3 MYF6 MYH11 MYOC NCOA2 NCOR1 NDE1 NEK6 NEUROD4 NFKBIZ NPY5R NUDT4 OCEL1 OPRK1 ORC2 PCSK7 PDPN PGS1 POLE2 POU2AF1 PPARD PPIA PPP1R2P1 PRELID3B PROC PTGES PTPN20 RACK1 RAD17 RAMP2 RASSF5 RBFOX2 RENBP RFK RGS8 RNF5 RNH1 RUNDC3A RUNX1T1 RYR2 S100A5 SAPCD1 SEMA3C SEZ6L SHMT2 SLC25A15 SLC25A48 SLC38A10 SLC6A3 SLC9B2 SMAD3 SMARCD1 SORL1 SOX2 SPP1 SREBF1 SRP9 ST3GAL1 STAT6 SUDS3 SYNGR1 TAT TBC1D23 TBL1XR1 TIGD5 TNFRSF4 TNIP1 TOM1L1 TOR1AIP2 TP53INP2 TRIM21 TUBA4A UBE2H UIMC1 USP18 USP22 VASP VPS26A WBP11 WBP4 YWHAG ZFHX4 ZFP91 ZFTRAF1 ZNF692 GSE43955_10H_VS_60H_ACT_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43955_10H_VS_60H_ACT_CD4_TCELL_DN AADAT ADGRG1 ADGRG3 ADIPOR2 ADORA2B ADPGK ADPRM AHNAK AKTIP ALCAM ALDOAP2 ANKH ANKRD28 ANKZF1 AP1AR ATP5IF1 ATXN2 B4GALT6 BASP1 BCL2L11 BCL7C BMP2K C1orf174 CA12 CAP1 CASP4 CASP8AP2 CAVIN1 CBX6 CCKBR CD28 CD36 CD79A CDKN2D CFLAR CLGN CMTM3 CNOT6L CNTRL COL1A2 COL5A2 COPE COPS4 CRYBG1 CSNK1A1 CYP11A1 CYP1B1 CYTIP DCTN6 DCX DDIT4 DEGS2 DHX36 DNASE1L1 DNMT3A DNTT DUSP1 DUSP8 DVL3 ECE1 EIF2S2 ELAVL4 ELMOD3 EMP2 ERO1B ERRFI1 EVX1 FAAP20 FBLN2 FCGR2B FCHO1 FLNB FNBP4 FOSB FRRS1 GATM GFAP GIP GJA1 GLDC GLG1 GLIPR2 GLUD1 GMFG GNA13 GNAO1 GRK5 HBS1L HK1 HK2 HLA-E HNRNPR HS1BP3 HSBP1 IGF1R IL10 IL12B IL1R2 IL9 IRF4 IRS2 JUNB KCNN4 KDM3A KDR KHK KIF22 KLF3 KRT71 LAMB2 LORICRIN LYVE1 MAF MAGEB4 MAGEL2 MAIP1 MAP6 MAU2 MCOLN2 MFAP4 MIA2 MKRN3 MPV17 MRPL54 MYL3 MYO10 MYO5A MYT1L N4BP1 NAA38 NAP1L2 NCK2 NDP NDUFAB1 NEK4 NF1 NFIB NMT2 NR0B1 NRP1 OSER1 P2RX6 PACRGL PFDN1 PGM2 PHLDA1 PHTF1 PIK3CA PISD PLAT PLD2 PPARGC1A PPP3CA PRDX5 PTCH2 PTH PTK2B PTPRE PTTG1 PURA RCAN1 REST RGCC RNF38 ROBO3 RPS5 S100A6 SAA2 SARAF SARS1 SELENBP1 SELENOS SERPINB1 SERPINB2 SETDB1 SLC16A1 SPDEF SPECC1 SPSB1 TGFBI TGIF1 TIPIN TMEM176B TNFAIP8 TOP2B TOR3A TRAF5 TSEN15 TSPAN33 UBAC2 UBE2G1 UGDH VIPR1 WASHC3 WDR20 WDR82 ZAP70 ZFAND5 ZNF740 ZYX GSE43955_10H_VS_60H_ACT_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43955_10H_VS_60H_ACT_CD4_TCELL_UP AADAC ACKR4 ADM ADRM1 AFF4 AGER AIRE AKR1B15 ALDH2 ALDH9A1 ALOX12 AMACR ANAPC2 ANXA5 AP1M1 APLP2 AQR ARAP3 ARL14EP ARPP19 ATP5F1C ATP5PF ATP6V1A ATP9A ATRX BARX1 BATF BATF3 BCAP31 BCAR1 BCAS3 BCKDHB BRD8 C12orf57 C1QB C9orf72 CAPZB CCT4 CD247 CD300C CD81 CEP350 CH25H CIITA CITED1 CNOT2 COMTD1 COPG1 CRMP1 CRYZ CTSK CUX1 CYBA CYP4A22 DCC DDAH2 DEAF1 DHODH DMP1 DNAJB1 DOK1 DPP3 DYNC1I1 EBF3 EGFL8 EIF3D ELP3 EPHX1 ERCC1 ERGIC3 ETFB EWSR1 EYA2 F11R FAM20C FAM32A FAM50A FGR FHL1 FIBP FOXF1 FOXK1 FPR2 FUBP1 GALM GDI1 GDPD3 GET3 GFER GKAP1 GLB1 GLI1 GMPPB GPN3 GPR37 GRIK2 GRWD1 HARS1 HIPK1 HLA-DRB1 HMGCR IDH3B IFIT3 IL13RA2 INTS3 ISOC1 ISYNA1 ITGA4 ITGB1BP1 KCNB1 KCTD10 KRT2 KRT6A LARS1 LCN2 LSM14A LSS LY6G6C LY6H LY9 MAP7D1 MARCKS MATN4 MLST8 MOGS MPG MRPS18B MRPS24 MS4A1 MTREX NAA38 NAGK NANS NDE1 NEU1 NR2F6 NUP54 P2RY1 PAN2 PES1 PHOX2A PHTF2 PLA2G1B PLEKHB2 PLPP1 PPP1R1A PPP2R5A PRDX1 PRKCSH PRLR PROCR PSENEN PSMB8 PSMC3 PSPC1 RABGGTA RBFOX2 RGL2 RGS10 RNASEH2C RPA2 RPL35A RRS1 RS1 RTN1 RUVBL1 S100A8 SART1 SCAF11 SGPL1 SHD SIX3 SMARCA4 SMC2 SNX1 SOX10 SQSTM1 SRP9 SSU72 ST6GALNAC4 SUGT1 TBC1D22A TBL1XR1 TBP TFPI TIAM2 TIMM8A TLK2 TMEM222 TNIP1 TRAIP TRAPPC1 TRIM11 UQCR11 VSX2 WDR26 ZCCHC3 ZHX1 ZNF22 GSE43955_10H_VS_60H_ACT_CD4_TCELL_WITH_TGFB_IL6_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43955_10H_VS_60H_ACT_CD4_TCELL_WITH_TGFB_IL6_DN ADAM8 ADGRE1 ADORA2B ADPRM AEBP1 AGRN AIF1 AKR1B15 ANXA2 ANXA7 APEX1 AQP2 ARFGEF1 ATP7A B4GALT6 BASP1 BCL6 BHLHE40 BMPR1B BSN C1QTNF1 C2 CACNB3 CAT CBFB CCN1 CCNT1 CD72 CD93 CDH8 CDH9 CDKN1C CDS2 CEP250 CLK2 CLN3 CNOT7 COL18A1 COL1A1 COL1A2 COL9A3 COLGALT1 COMMD3 COMMD9 CR2 CSNK2B CSRP1 CYFIP1 CYTIP DDIT4 DLG3 DPCD DUSP1 DUSP6 E2F5 EDN1 ELK3 EMP1 ENY2 ESRP2 EVL F3 FKBP7 FOLR1 GAB1 GABBR1 GGH GHITM GNGT2 GP9 GPR162 GPX2 GTF3A H1-3 H1-5 HAL HAS2 HDAC3 HGSNAT HIVEP1 HK2 HPCAL1 HPGD HSD17B2 ID2 IFI27L2 IGF2BP2 IKZF2 IL11 IL7R INHBA INSRR IRF1 JARID2 KCNN4 KCNQ1 KCNQ2 KRT6A LANCL1 LIMD2 LIPA LPIN2 LSM4 LY6E MAP3K1 MAPK6 MATN2 MCL1 MDM2 MELTF MESD MGP MIA MME MMP15 MRPL48 MVK MX2 MXI1 MYH10 MYL2 NDRG1 NDUFA2 NKX2-6 NT5DC3 NUPR1 NYNRIN OAZ2 ODC1 OLR1 OMP P2RX7 PABPC4 PCBP4 PENK PGRMC2 PHLDA1 PLAUR PLS3 PMS2 PON1 PPP4R2 PRL PRUNE1 PSMD2 PTCH1 PTPRCAP RAB33B RAD51D RBM6 RCAN1 RECK RESP18 REXO1 RNF123 RNF145 RXRG S100A11 S100A6 SBDS SCHIP1 SDHB SIPA1L2 SLC1A2 SLC22A17 SLC35E4 SMAD5 SNHG6 SNX9 SOAT2 SP4 SPOUT1 STAU1 STT3B SYT17 TAC3 TAF11 TAGLN TENM1 TFPI2 THBS2 TIMP3 TNFRSF11B TNFSF9 TPBG TPD52L1 TSPAN6 TTC30B TUBB2A UBAC2 UBE2C VAMP1 VCAM1 WLS WWTR1 ZEB1 ZFP36L2 ZIC2 ZMYND11 ZNF841 GSE43955_10H_VS_60H_ACT_CD4_TCELL_WITH_TGFB_IL6_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43955_10H_VS_60H_ACT_CD4_TCELL_WITH_TGFB_IL6_UP ABT1 ACO2 ADGRD1 AKT1 ALDH2 AMACR APOD ARHGDIB ARHGEF28 ARL14EP ATG12 ATP1B3 ATP5F1C ATP6V1B2 B3GNT2 BPHL BSCL2 C2CD2 CAPN7 CASP12 CCDC93 CDC5L CDCA3 CDIP1 CFH CHD4 CHMP6 CINP CITED1 CLTC CLVS1 CNPY2 CNTROB COL4A4 CP CRELD2 CXCL12 CYB5B DALRD3 DHRS7B DIO1 DIP2B DNAJC19 DUSP12 EEF1B2 EIF3K ELK1 EMB ENTR1 ERCC1 ETF1 ETS2 EYA2 F8 FAM114A2 FAM20C FAP FBXO45 FDFT1 FGFR1OP2 FGR FH FOXN2 FOXP1 FPR2 FSTL3 FYTTD1 G6PD GALM GDPD3 GFER GLI1 GORASP2 GPN1 GPR3 HCCS HCK HDGF HIC1 HP HSD17B10 HSP90AB1 HSPA9 HSPD1 IDH3G IDI1 IFI27 IFI30 IFT27 IL13RA2 IMP3 INPP5B INTS9 IREB2 ITGAX KCNC3 KLHL21 KRT2 LARP4B LCN2 LDLR LHX8 LIMD1 LITAF LONP2 LRRC59 LSP1 LTC4S MAK16 MAN2C1 MAP1LC3B MAT2A MAZ MFSD1 MID1IP1 MKRN1 MPG MROH1 MRPL41 MRPS18B MRPS34 MSMO1 MVD MYORG NAB2 NABP1 NDUFB3 NDUFB7 NMU NPM1 NPY NTF3 NUDT16L1 NXF1 OGFR PEG10 PHTF2 PLA2G6 PLXND1 POLE3 PPP1R3C PRPF6 PRPF8 PSPC1 PTGER2 PTH PTPN6 PTTG1IP RACK1 RAN RBM18 REEP5 RENBP RNF4 ROPN1L RPA1 RPL6 RPL7L1 RPS16 RPS27 RPS3 RPSA RRS1 RSRP1 S100A1 SAA2 SET SGPL1 SLC17A1 SLC1A6 SLC26A2 SLC39A7 SMARCA4 SPATS2 SPRYD4 SSR3 SSU72 STARD3 STK11IP SYP TAPBP TBP TCEA3 TFPT TMEM205 TOM1 TSPYL4 TSR1 TUBGCP4 TWF2 USP1 VEGFC VNN2 VPS25 VPS37C WDR82 WIPF1 YIPF5 YY1 ZHX1 GSE43955_1H_VS_10H_ACT_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43955_1H_VS_10H_ACT_CD4_TCELL_DN ACOT2 ACRV1 AEBP2 AGXT AHSG APOC2 AXL B4GALT3 BLTP3A C19orf12 C19orf48P C9orf85 CALB2 CASQ2 CCR5 CCT2 CD2 CD36 CELSR2 CHD8 CHRNB2 CIB1 CLDN6 CLU CMTM6 COL6A3 COL7A1 COX14 CPSF7 CRLF3 CRP CRY1 CSF3 CTSS CTTN CYB561 CYB5R3 CYP51A1 CYTIP DACH1 DNAJC1 DNTT DOK1 DTYMK DUSP6 DVL3 E2F1 ECE1 EFNA1 EMCN ENSG00000286190 EPB41L2 EPB41L4B EPHA4 EPHA6 FABP5 FAHD1 FAM162A FAM83F FDFT1 FGG FGGY FHL1 FIP1L1 FLNB FNDC1 FOXF1 FSTL3 FTL FZD9 G0S2 GABRA6 GATM GDF9 GHITM GLDC GTF3C1 H19 HK2 HLA-E HLX HOXA9 HTR1A HYOU1 IGFBP1 IL10 IL1R2 INO80C IRF8 ITGB7 JAM3 KDM3A KIF1C LCT LHX9 LRRC8A MAK MAPRE1 MCAM MED27 MGP MTMR9 MX1 MX2 MYBPH MYH8 MYO5B NCF4 NDFIP2 NDUFS4 NEDD4L NELFCD NOTCH3 NPL OGN PAFAH1B1 PAX1 PBDC1 PCDHA10 PCMT1 PDX1 PEG10 PGAM2 PIPOX PLAC8 PNMT PODXL POLD4 POLE4 PRG2 PRPH2 PRRC2A PRSS8 PRUNE1 PSENEN PSMD9 PTHLH PTPN12 PTPRR PTTG1 RAC3 RACK1 RASL11B RBFOX2 RETREG1 RNASE1 RNF4 RPA2 RPP21 RPS6KA1 RSPO2 S100A6 SELENOH SERPINA12 SERPINB2 SERPINE2 SFR1 SGIP1 SLC1A4 SLC20A1 SLC23A1 SLC23A3 SLC51A SLC7A2 SNAI2 SNAP91 SNHG6 SPOP SULT2B1 SUPV3L1 SYNJ2 SYS1 TANGO2 TCF7 TCTA TGDS TIAM2 TMEM70 TNC TOR3A TRAK2 TSC2 TSPAN12 TTR TXNIP UGDH UGT8 UNCX USP5 UTS2R VCL WASF2 WDR1 WDR20 WNT6 ZBTB37 ZFP42 ZNF326 ZNF771 ZPR1 GSE43955_1H_VS_10H_ACT_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43955_1H_VS_10H_ACT_CD4_TCELL_UP ABCB7 ABCD2 ABHD8 ACOD1 ACSM2A ACY3 ADCY4 AKAP7 ALDH9A1 ALG5 AP3S2 ARL2 ARNT ARPC1A ATL2 ATP2A3 ATP6AP2 ATP6V0B ATP6V1G1 BCL2A1 BHLHE40 BNIP3L BRK1 C15orf39 C18orf32 C5orf15 C9orf72 CCL4 CCR2 CCT3 CD300C CD48 CD72 CD81 CDC26 CEBPD CFAP20 CH25H CKAP4 CLIP2 CMTM3 COQ3 CORT CSF2 CSNK1A1 CSNK2B CTSC CYTH1 DAPK3 DCUN1D5 DDX19A DENND5A DGAT1 DLST DNAAF10 DUSP16 EIF3A ELL2 EMC3 ERCC4 ERF EZH1 FAM20C FAM89B FCER1G FCGR2B FEM1B FHDC1 FYN FYTTD1 GABARAP GADD45A GAS6 GCNT1 GDPD3 GEM GIPC1 GMPPB GPCPD1 GPSM3 GRIA1 GRIA4 GRN GSN GTPBP2 H3C7 HCCS HDHD2 HERPUD1 HIPK3 HMGB2 HNRNPC HNRNPU HSPA1A IL18R1 IYD KCNA7 KDM5A KIAA2013 LGMN MBL2 MGST3 MLH1 MLPH MMP15 MOK MRPL35 MRPL4 MSR1 MTARC2 MYH1 MYH2 NAA15 NAB1 NAGK NDUFA2 NDUFB2 NDUFS3 NFS1 NOC4L NPNT NPY NSUN2 NUSAP1 NUTF2 OMP PADI3 PAFAH1B2 PARK7 PCBD2 PCBP2 PDRG1 PLAUR PLD3 PON3 PPM1A PREPL PRKAB1 PRRG2 PSMB3 PSMD3 RAB1A RAB5B RAB5IF RAN RGS10 RMC1 RPL28 RRN3 RTF2 SAA1 SAYSD1 SCEL SDHC SEC63 SERBP1 SFMBT2 SFPQ SIPA1 SLC22A18 SLC35C2 SLC39A6 SLMAP SMIM14 SMPDL3A SNAP23 SRPK2 SSBP4 SSU72 STIP1 STX5 SYNGR1 TACSTD2 TANK TBPL1 TEAD1 THBS1 TINF2 TM2D2 TNF TNFSF9 TNIP1 TPI1 TRAF1 TRIR TSPAN32 TSPY1 TUBA1B TUBA3C USP14 VAMP3 VAV1 VDAC2 VPS37B VTI1A WWP2 XDH ZDHHC16 ZFP64 ZNF740 GSE43955_1H_VS_10H_ACT_CD4_TCELL_WITH_TGFB_IL6_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43955_1H_VS_10H_ACT_CD4_TCELL_WITH_TGFB_IL6_DN AAAS ACTN4 ACVR2B AGFG1 AGL AHI1 AIF1 ALG2 ANP32A ANXA1 APBB2 APOC2 APOE AZGP1 B4GALT6 BGN BMPR1B BSN C19orf73 CCN2 CCR5 CD47 CD52 CD5L CD72 CDKN1C CHST2 CLIC4 CMIP CMTM8 CNN3 COL18A1 COL1A2 COL4A2 COL5A2 COPRS CP CR2 CRABP2 CSF3R CSTF2 CTSS CXCL13 CXCL14 CYFIP1 CYTIP DBNL DCK DCN DKK3 DPM1 ELAVL4 ENG FBLN2 FGL2 FJX1 FKBP10 FLNB FN1 FOLR2 FOXN2 FRMD6 FRRS1 FXYD5 GATM GJA1 GLRX GP9 GPD2 GPN1 GTPBP1 GTPBP4 H1-0 H19 HELLS HGSNAT HLA-E HLX IFI35 IFIT3 IGF2BP2 IGFBP2 IL10 IL1B IL1RL1 IMPA1 IRF7 ITGA8 ITGAE KAT2A KIF5C KLF10 KLRG1 KMT2A LGALS3BP LTBP2 LY6E LY86 LY9 LYN MED27 MLH1 MORC4 MRM3 MYF6 MYO1C MYO1E NADK NAPSA NCF4 NDUFS6 NECAP1 NEU1 NHP2 NMB NNMT NOCT NR4A1 OLR1 OR2C1 PDCD1 PDGFB PDK3 PGK2 PJA1 PLAC8 PLAC9 PLK4 PLS3 PLTP POU1F1 PREB PRKAR1A PRSS8 PSMA7 PTGES2 PTPN5 PXK RARS2 RBM15 RCAN1 RDH5 RELB RGL2 RHD RING1 RPIA RRM2 RTN4 S100A11 SARAF SBF2 SEMA4D SERPINE2 SF3B5 SIX1 SLC23A3 SLC35D1 SLC39A6 SLC3A1 SLC6A18 SLC7A8 SNHG6 SOD2 SRPRB ST8SIA3 STXBP3 SULT4A1 SYNE4 TAGLN2 TAL1 TAP1 TARS2 TBP TBX6 TFAP2A TIMP3 TMED10 TMEM176A TMEM183A TOP3A TSPAN13 TSSK1B TUBB2A TUBB6 TXNRD1 UBE2L3 UNC5C USP18 VNN2 VPS26A WDR20 YBX3 YES1 ZC3H12C ZFAND5 ZFPM1 ZNF146 ZNF532 ZRANB1 GSE43955_1H_VS_10H_ACT_CD4_TCELL_WITH_TGFB_IL6_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43955_1H_VS_10H_ACT_CD4_TCELL_WITH_TGFB_IL6_UP ADCY4 ADRB3 AIMP1 AKAP8L ALDH2 AP2A1 AP3S1 ARHGAP39 ARNT ATAD3A AVPR2 BCL7C BHLHE40 BID BPNT1 BRAP CACUL1 CALR CAST CCDC47 CCNG2 CCR1 CCR2 CD81 CD82 CDC20 CDK11B CEBPD CHCHD10 CIDEB CLCN3 CLP1 CLTA CNOT2 COL9A2 COMMD3 COPS3 COX7A2L CRY2 CS CSDE1 CXCL2 CYP27B1 DDX19A DENND5A DHCR7 DNAJC10 DPEP1 DTD2 EEIG1 EIF2AK1 EIF4G3 ELOA EMCN ENTPD1 EPHX1 FAM111A FAM3B FASN FASTK FCGR2B FGF10 FH FKBP2 FPGS FPR3 FRK GAB2 GABARAP GABRR1 GATD3 GEM GIPC1 GLCE GOLM1 GPAT4 GPATCH2 GPR162 GPX2 GRK2 GSR GYG1 HCCS HEXA HLA-DRA HMGN5 HP HSD11B1 HSP90AB1 HTATIP2 IL12RB1 IMPACT IRS1 KCNA7 KCTD9 KIAA1522 LBR LCP2 LIMK2 LRP2 MADCAM1 MAP2K7 MCOLN2 MFNG MIOX MSH3 MSR1 MSX1 MYL3 MYORG NAA15 NAP1L2 NCBP2AS2 NDST1 NDUFB4 NDUFB5 NDUFB7 NDUFS3 NET1 NME3 NNT NOG NPNT NPY NSG2 NT5E NUP107 NUSAP1 OST4 OXNAD1 PACSIN1 PALD1 PCBP2 PCCB PEX11B PFKFB1 PHB2 PLAA PLEKHO1 PLXND1 POU3F4 PRKAB1 PTH RAB24 RAB5IF RAD51AP1 RASAL3 REG1A RGS10 RGS14 RMND5A RNF7 ROGDI RPS29 RPS6KB1 RPSA RTRAF S100A1 SAP30 SCG2 SEC11C SEC14L1 SEMA3C SGO1 SIX3 SLC2A8 SMPDL3A SNX6 SOCS1 SPDEF SSU72 SUSD6 SVIL SWAP70 TBR1 TDO2 TFPI TMEM268 TNPO1 TOM1 TSEN34 TSPAN32 TSSC4 TYROBP TYRP1 UBE2C UQCC5 USF2 USP2 UTP3 VPS37B WDTC1 WNT8A ZBTB2 ZNF322 ZNF358 ZNF740 ZNF799 ZNHIT2 GSE43955_1H_VS_20H_ACT_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43955_1H_VS_20H_ACT_CD4_TCELL_DN AARS1 ACIN1 ADARB1 ADIPOQ AHNAK ALDH18A1 ALPL ANG ANKFY1 ANKH APOC2 ARID3B B4GALT6 BCHE BCL2L11 BGN BHMT BRD4 CALU CANT1 CD1D CDCP1 CENPA CFTR CHAF1B CISD1 COL5A2 COLGALT1 CPN1 CRMP1 CSF1R CTSS CUL1 CWC22 CX3CL1 CYB5B CYP2S1 CYTIP DARS1 DBF4 DDX17 DNAJB13 DOCK7 DTX1 EEF1B2 EGR2 ENPP1 EPB42 EPN2 ETF1 FAU FBXW2 FDPS FGA FGD3 FKBP5 FLNB FOSL1 FRRS1 FXR1 FZD4 GAS1 GATM GHITM GLI3 GLRX GLUD1 GNAI2 GPM6B GRK6 GSDME H19 HAL HK2 HLA-DOA HLA-E HPGD HSD17B11 HSD17B4 HTR2C HTRA1 IFT172 IFT88 INVS IRF1 ISOC1 KEAP1 KLF10 KMT2A KPNB1 KRT1 LARP1 LRP6 LUC7L3 LY6E MAP3K1 MAPK6 MCOLN2 MEF2A MGP MIOS MMP13 MPO MRAS MRPL9 MTHFD2 MYH4 MYO5B NCF4 NCOA5 NDRG1 NEUROG2 NFIB NMT2 NOCT NOS2 NR2F1 NREP NUP54 NXPH2 OCA2 PAK2 PARP6 PCOLCE PERP PFKFB1 PHF13 PIP4P2 PLA2G12A PLAC8 PLIN2 PNLIPRP1 POU1F1 PPIE PRAP1 PRKCE PRNP PRPH2 PRPS1 PRSS23 PRUNE1 PTDSS2 PTPRA PTPRS PTTG1 PXN RAB25 RAD51AP1 RAI2 RCAN3 REEP6 REG1B RNF6 RPGR RPL39L RPS27 RPS3 RTTN SARAF SASH1 SESN1 SETD6 SFRP2 SGCD SGIP1 SHMT2 SLC1A2 SLC20A1 SLC25A53 SPRTN SRXN1 SRY ST7 STAB1 STBD1 STK39 STRA8 STT3B SUPV3L1 SUSD6 SYT4 TAT TBC1D24 TENM2 TGDS TIMP3 TMEM150A TMX1 TRAF4 TRPC4 TSC22D1 TTF1 TWIST2 TXNIP UGDH UTS2R WNT5B YES1 ZNF600 ZNF703 GSE43955_1H_VS_20H_ACT_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43955_1H_VS_20H_ACT_CD4_TCELL_UP ABCF2 ADAR ADIPOR1 ADRM1 AFF1 AGFG1 AKR1B15 AKT2 AOAH AP3S1 APC APLP2 AQR ATAD2B ATP5IF1 ATXN10 AURKA AXIN1 BATF BCL2A1 BCL7C BOLA2 C1QB C1QC C1orf174 CACNA1A CALML4 CD300C CD44 CD68 CD72 CDC34 CDK14 CEP350 CH25H CITED2 CLEC4E CLPB CLPP COA6 COMMD4 COPZ1 COTL1 CSNK1G2 CTBP2 CTCF CXCL2 CXCL9 DDX18 DKK1 DLD DNAAF10 DR1 DTD1 DUSP16 DYM EDNRB EEF2 EFNB2 ELK3 EVL F12 FAP FBXO21 FEM1B FES FGF14 G6PD GALNT11 GCH1 GCNT1 GFER GGPS1 GLB1 GNA13 GNPDA1 GORASP2 GPN1 GPR132 GPR137B GPR162 GSTT1 GTF2A1 GTF2B HCCS HCK HDHD2 HTATIP2 HTR2C IER2 IGDCC3 IKZF1 IL1RN IL4I1 IL4R IL6 IRAG2 IST1 KLF4 KPNA4 KRTDAP LMAN2 LRP10 LY6G6C LY86 MAFB MAFF MAGED1 MAP3K5 MBD4 MC3R MDM2 MED12L MERTK MOV10 MRPS5 MSR1 MUC1 NANS NAV2 NEDD8 NFE2L2 NOS1 NR1H3 NSUN2 PBX2 PDCD4 PDIA3 PEX2 PHF12 PIAS1 PLEKHO1 PLXNA2 PMM2 PMPCB PNPT1 POLR1D POLR2D PPM1B PPP1R14B PPP1R15A PPP4R2 PRDX5 PRIM2 PRKCH PSMD12 PSME3 PTK7 RAB7A RBM26 RBPJ RECK REX1BD RFK RHOB RHOJ RMND5A RPA1 RPL24 RPRD1B RPS8 RRP1 RTN1 SAA1 SASH1 SELENOW SIRPA SLC25A6 SLC30A1 SLC35C2 SLC4A1AP SMNDC1 SNAPC2 SNORA7A SON SSR2 STX12 TARBP2 TBP TCP1 TENM1 TFDP1 TINF2 TMEM147 TNF TNFAIP8 TNIP1 TNKS2 TNNI3 TRAK1 TTC27 TUBG2 UBL3 UBXN8 UQCC1 VAV1 VIL1 ZC2HC1C ZFAND2A ZRSR2 GSE43955_1H_VS_20H_ACT_CD4_TCELL_WITH_TGFB_IL6_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43955_1H_VS_20H_ACT_CD4_TCELL_WITH_TGFB_IL6_DN ABCA2 ABCD3 ACP5 ACRV1 ACTR3 ADAM28 ADORA2B AEBP1 AGAP1 AGFG1 ANAPC15 AOC3 APBB2 APOC1 APOC2 ATXN2 AZIN1 B2M B4GALT6 BASP1 BIRC3 C19orf12 C3AR1 C5orf15 CACNA2D1 CASP4 CCR7 CCT6A CD59 CD5L CD8A CDK14 CDKN1C CDKN2A CEP131 CETN1 CFB CHRNB2 CISH CLIC4 CLPTM1L CNN3 COL10A1 COL1A2 COL5A2 COPA CPNE3 CR2 CSF1 CSF2RB CSF3 CTSE CTSK CTSS CXCL9 CYSTM1 CYTIP DCN DDIT3 DDR2 DDX3Y DERL2 DHRS7 DNTT ECM1 ELL2 EPB41L4B EPHA4 EPHA6 FBN1 FCRLA FEM1A FERMT2 FGFR1 FHL1 FIP1L1 FLNB FOLR2 FRMD6 FRRS1 FZD9 GABRR1 GJA1 GLRX GNA13 GNAI2 GPC4 GPR37 GTF3C1 HEPH HGSNAT HIC1 HK2 HNF4A HOXA4 HOXB9 HS3ST1 HTR1F IFNAR1 IGFBP1 IKZF2 IL10 IL1A IRF7 IRF8 ISG20 ITM2B KCNH1 KCNS2 KDELR3 KIF1C KLF12 KLHL7 LPL LY6E LY86 MARK1 MDFI MET MGP MX1 MX2 MYH7 MYO10 NAV1 NCK2 NDN NEDD1 NEDD4 NEDD4L NFKBIZ NNMT NR2F1 NRP1 NSMF NUPR1 OLR1 ORM1 OSBPL5 OSMR PAM PCDHA10 PCSK2 PDE1A PDRG1 PGLYRP1 PHLDA1 PLAC8 PLAC9 PLIN2 PLS3 PPARG PPP1R3C PRDM1 PTGS2 PTPRR PTTG1 RAD51 RHD RNF19B RPGR RPL14 S100A6 SARAF SASH1 SCAMP1 SCOC SEMA3C SERPINB2 SERPINE2 SGIP1 SIAE SIM1 SIT1 SLC30A4 SLC51A SNAI2 SNHG6 SRY TAF9 TAGLN TFDP1 TGDS TIMP3 TMEM176B TNC TNPO3 TRAF3 TSR1 TUBB TWIST1 UGDH UIMC1 UQCC5 VCL WDR1 WRN WWTR1 ZFR ZNF638 GSE43955_1H_VS_20H_ACT_CD4_TCELL_WITH_TGFB_IL6_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43955_1H_VS_20H_ACT_CD4_TCELL_WITH_TGFB_IL6_UP ABCD1 ACHE ACOX1 ADAR AGTRAP AKAP8 ALDOA ALG2 ARF1 ARFGAP3 ARHGDIB ARHGEF1 ARL6IP4 ASCC1 ATP6V0B B3GALT4 BCKDHA BCKDK BID C1orf174 CALCB CCDC12 CCND3 CD34 CD82 CDCA5 CDIP1 CDK5RAP3 CDKN2C CEBPD CHAF1B CHCHD3 CIT CLASRP CLCN7 CMTR2 COMMD4 COQ3 COTL1 CPT1A CSTF1 CTCF CTPS2 CXCL2 DALRD3 DBNDD2 DDX41 DHRS1 DNAJA1 DYM EEF1B2 EIF2AK1 EIF3L ELOA EMB F2RL3 FAF1 FARS2 FBXO21 FBXO9 FDPS FDX1 FES FGFR1OP2 FH FUT9 FYTTD1 FZD7 G6PD GAS6 GATAD2A GCNT1 GDI1 GGT5 GJB4 GMCL1 GNG12 GPR137B GRIA4 GSR GUK1 H1-10 HAUS4 HBB HCK HES6 HLA-DMB HSPA1A IER2 IL11 IL6 INPP5K IPO4 KCNAB1 KCNAB2 KCTD10 LMAN2 LTA4H LTC4S MAD2L1BP MAN2B1 MAP2K7 MAP4K1 MBP MC3R MED12L MEIG1 MEPCE METTL18 MIX23 MKNK1 MKRN1 MMP24 MOS MRPL4 MRPL46 MRPS33 MRPS5 NDUFA3 NFATC1 NLRX1 NMU NPHP1 NR1H3 NSMCE3 OAZ2 OMP PACS1 PARM1 PARN PBX2 PCBP2 PEX2 PGAP4 PHB2 PLEKHO1 PLXND1 POLD2 POLR2I PPP2R5A PPP5C PRKCD PRKCI PRM3 PRPS2 PRTN3 PSTPIP1 PSTPIP2 PTPN20 PTPRJ PTPRO PUS1 RAB28 RABGGTA RABGGTB RAD23A RASA4 RASD1 RASL11B RASSF5 RPF1 RPL19 RPS18 S100A5 SAA1 SCAF8 SCN8A SDHD SELPLG SLC7A7 SMAD3 SPPL3 STAT6 STK11IP STXBP2 SWAP70 SYT5 TADA1 TAL2 TBP TCP11 TDP2 TEN1 TGFB1 TIE1 TINF2 TMEM222 TMEM38B TPGS1 TRH TUFT1 TXNL4A UBE2T UBR7 UBXN8 VAC14 VRK1 WDR77 XRCC5 YJU2B GSE43955_1H_VS_42H_ACT_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43955_1H_VS_42H_ACT_CD4_TCELL_DN AKAP12 ANAPC1 APRT ARHGAP39 ARID3A ASXL1 AZI2 BAAT BAIAP2L1 BATF3 BCAS3 BTG4 C5 CACNA1B CACNA2D1 CALML5 CANX CCKBR CCL19 CCNF CCR1 CCT2 CD22 CDC20 CDCA5 CDK8 CDON CEACAM21 CEBPD CEL CHEK2 CIDEB CLDN2 CNGA3 CNTNAP1 COQ5 CPNE3 CRYBG1 CST9L CTF1 CTNNBIP1 CYP24A1 CYP27B1 CYP3A7 DAPK2 DCUN1D2 DGKA DHH DMTF1 DNA2 DNAJC10 DPEP1 EFNA1 ELAVL4 ELF3 ELMOD3 EPB41L4B EPS15L1 FAM111A FBN1 FBP1 FBXL5 FGR FIGNL1 FJX1 FOXA2 FOXG1 FXYD1 GAL GAS6 GATM GDPD3 GFRA3 GLTP GOLIM4 GPN1 GPX1 GRK5 GYG1 HHEX HNF1B HNF4A HOXD13 HPS1 HRAS HSD11B1 HSD17B1 HSPA4L HTRA3 IGHM IGLC1 IL6 INS INSM1 INTS14 IRF6 JOSD2 KCNH2 KCNJ15 KIF1B KLF5 KRT27 KRT8 KRT86 LDB1 LSP1 LTBP4 LTC4S MAG MAP2K2 MEP1A MFAP2 MLLT11 MPL MRC2 MRPL55 MSX2 MT4 MYB MYBL2 MYO1D NAA60 NNAT NRK NTSR1 OGG1 OR13J1 OSBPL1A P3H4 PAX5 PCDHA11 PCNP PDE1A PDGFRA PDLIM4 PFDN5 PGRMC2 PHAF1 PHF13 PIM3 PIP PKIA PLA2G2C PLAC1 PLBD1 PLCG1 PNKD POU2F3 POU3F4 PSMD9 PSPN RARG RGS14 RGS7 RHAG RHOD RMND5A RPL22 RPL5 RPS14 RXYLT1 S1PR1 SAR1A SCN3A SEC11C SEMA4B SERPINB2 SGO1 SLC10A6 SLC38A4 SLC9A1 SMARCA2 SMIM1 SMYD1 SNX9 SOAT2 SRCAP SSR1 SSTR4 STMN2 STRA6 SVIL TBX3 TENM1 TGFBI TINAGL1 TNFSF8 TPH1 TPPP3 TRPC5 TSHB TWIST2 VCAN VHL VPS26B ZIC4 ZMIZ2 ZNF277 ZNF740 ZNF799 GSE43955_1H_VS_42H_ACT_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43955_1H_VS_42H_ACT_CD4_TCELL_UP ACP5 ACSL4 ACTR1B ADAMTS1 ADAR ADGRE5 ADRB2 AFF4 AK2 AOAH ARAP3 ARHGAP9 ARNT B3GALT4 BRWD3 BTF3 C15orf39 C1QB C6orf136 CAMSAP1 CAPZB CBR3 CCNB1IP1 CCR2 CD52 CD72 CD81 CDC34 CDC42EP4 CDCA7L CDKN1B CEBPD CHMP6 CLTA CNGA1 CPSF4 CST9L CTR9 CTSW CYBB CYP1A1 DAGLB DBT DCTN3 DDX10 DDX21 DDX3X DDX3Y DGUOK DIABLO DKK3 DNAAF10 DNAJC3 DNASE1L3 EIF2AK1 EIF4ENIF1 ELK3 ELL ELP3 EMC3 ENY2 ERF ERP44 EYA2 FAM220A FBXO21 FOXA3 GBA1 GCNT1 GDPD3 GEM GFER GFI1 GK GNG12 GPR132 GPR137B GRK2 HARS1 HCCS HIF3A HINFP HPCAL1 HS3ST3A1 HSD3B1 HTR1A IER2 IFI27 IKZF1 IL7 INO80C ITGA4 ITGAX KCNA3 KIAA2013 KPNA4 LHX3 LY86 MBD4 MECR MOB2 MRPS10 MRPS11 MRPS15 MSL2 MSR1 NAA38 NCF1 NDRG3 NDUFB8 NECAP2 NFATC3 NFKBIE NPY NR3C1 NRCAM NSF NSUN4 NT5C3B NUBP1 NUP93 NXN PAPSS2 PARG PDIA3 PDLIM4 PDPN PITHD1 PKN2 PLEKHO1 PLXND1 POLE4 POLR1C PRIM2 PRMT3 PRRC1 PSMB7 PSMD4 PTGER1 PTPN6 PTPRJ RAB23 RAB4A RAB7A RAB8B RASSF5 RBL1 REX1BD RFK RHOH RND2 RNH1 RPP14 RRP1B RTL6 RTN1 RWDD1 S100A9 SDHC SEBOX SERPINA10 SGO1 SH3BP2 SIRT2 SKIL SLC35C2 SLC4A7 SLC66A3 SLC7A7 SNAPC2 SNX12 SORD SRP9 SRPRB ST3GAL2 ST6GALNAC1 TBRG4 TCOF1 THBS1 THRB TINF2 TMEM131 TOP3B TRDMT1 TSPAN32 TSPAN5 TSR1 TUSC2 TYMP UBE2F UBL4A UCK2 UROD VTI1A VTN WNT3 ZBTB25 ZCCHC10 ZNF354A ZNHIT2 GSE43955_1H_VS_42H_ACT_CD4_TCELL_WITH_TGFB_IL6_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43955_1H_VS_42H_ACT_CD4_TCELL_WITH_TGFB_IL6_DN A2M ACTN1 ACTR3 ADAM8 AGAP1 AIF1 AK1 AKR1E2 ALDH18A1 AMBRA1 ANG ANGPT2 ANGPTL2 ANKRD49 APOC2 AQP2 B4GALT3 B4GALT6 B9D1 BAG2 BCHE BGN C3AR1 C8G CALCR CCR3 CCR5 CD5L CELSR2 CHD8 CIB1 CLDN2 CLIP4 CLNS1A CMTM4 COL1A1 COL5A2 COMMD9 CP CTSE CTSK CTSS CYP2B6 CYTIP DBNL DDX4 DNAJA1 DNAJB13 DTNB EFNA3 ENTPD6 ERGIC1 FAM117A FAM162A FAM83G FCGR1A FER FGD1 FHL1 FKBP10 FKBP5 FKBP9 FLNB FOLR2 FOXA2 FOXB1 FSHB FUT7 GNAZ GTPBP4 H19 HAND1 HIF1A HIVEP3 HK2 HPGD HSPBP1 IFIH1 IFT88 IGF1R IKBIP IL10 IL13RA1 IL15RA ISOC1 ITGAM ITGAV ITPK1 JAG2 JUP KARS1 KCNA3 KCNA7 KLF12 KRT32 KRTCAP2 LCT LPL LPP LRPPRC LY6E LY86 MAP6 MAPK6 MBD6 ME1 MGAT3 MGP MMP12 MPO MYH4 MYPOP NCBP1 NDRG1 NFKB1 NKIRAS2 NOC4L NOCT NOS2 NPAS1 NRP1 OLFM1 PAM PFKFB1 PGF PHKB PHOX2A PHOX2B PIGA PIM3 PIP4K2C PIPOX PLAC8 PLIN2 PMM1 POU1F1 PRKCG PRL PRNP PRUNE1 PSCA PSMC3IP PTTG1 RAD23B RBKS RDH5 RGS16 RGS3 RGS4 ROPN1L RPL39L RSAD2 RTL6 SELENOV SEPTIN1 SERPINB2 SERPINE2 SGCD SHISA5 SLC11A2 SLC22A23 SLC25A53 SLC7A8 SNHG6 SPPL2B STMN3 SYT4 TAGLN TAL2 TEK TEP1 TFF2 TGDS TIMM44 TIMP3 TM4SF1 TM7SF2 TMEM129 TMEM150A TMEM176B TNFRSF18 TOR1AIP2 TPPP3 TRIP13 TUBA1C TUBB6 TWIST2 VNN1 VTA1 VWA7 WFS1 YES1 YWHAH ZBED3 ZC3H12C ZDHHC5 ZIK1 ZKSCAN3 ZNF322 ZNHIT2 GSE43955_1H_VS_42H_ACT_CD4_TCELL_WITH_TGFB_IL6_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43955_1H_VS_42H_ACT_CD4_TCELL_WITH_TGFB_IL6_UP ABHD5 ADRB2 ALDH2 ALDOC APCS ARMC10 ARRB1 ARSA ASXL1 ATP5F1C AUP1 BARD1 BCKDHA BET1 BLNK BRWD3 BTF3 C19orf48P C5orf34 CBX4 CCDC12 CCL13 CCND3 CCR2 CCR6 CD8A CDK1 CH25H CHMP7 CHP1 CLTC CNR2 COL13A1 COPZ1 COQ9 CORT COX7A2L CRCP CRYBA1 CTDSP2 CTSA CUEDC2 CYB5B DALRD3 DBT DCLRE1A DDX19B DGUOK DPP7 DR1 DUSP2 E4F1 ECHS1 ECI2 EI24 EIF1B EIF3D EIF4B EMB ENTPD5 EPC1 EPHA7 EPRS1 EXOC4 FAM120A FBXO21 FBXW4 FERMT3 FH FLCN FLOT1 FNTA FRG1 GABRR2 GALNT11 GAS6 GDPD3 GGT5 GNAI1 GNG12 GPX3 GRK6 GRN GRSF1 GYG1 HCCS HLA-DMA HMBOX1 HS3ST3A1 HSD17B11 IARS1 IDO1 IER2 IL2RA ITM2C KCNAB2 KCNJ2 KDM5D KIF1B KIF3A KIF5C KMT2E LBR LGALS8 LIMD2 LIN7C LMAN2 LSR LTC4S MAP1LC3A MAP2K1 MDM2 MOB2 MRFAP1L1 MRPL16 MRPS11 MYBPC3 NAA15 NCBP2AS2 NDRG3 NID2 NNT NR1D1 NR3C1 NUMA1 ORC4 P2RY2 PCBP2 PDCD4 PDE6D PEX11A PHB2 PIGX PLA2G7 PLD4 PLXND1 POLR1H PTDSS2 PYCR3 RAB5B RAB7A RAC3 RAMP1 RELB RENBP RFK RGS10 RIOK1 RLIM RMND5A RNF13 RPL18 RPL22L1 RPL36 RPS18 RPS27L RRN3 RS1 RSRP1 RTRAF RWDD1 S100A4 S1PR4 SAA1 SDHC SEC61B SELENBP1 SELPLG SEPHS2 SF3B5 SIPA1 SIRT3 SLC10A2 SLC26A2 SLC7A1 SLC7A7 SMPDL3A SPTAN1 STK10 SYNGR1 TIMM10B TKTL1 TMX1 TP53 TRAK1 TRIM13 TRIM37 TSPAN3 TSPAN32 TTC27 UBAC1 UBALD2 UFM1 UROD XIST ZNF146 ZNF260 ZNF32 ZZZ3 GSE43955_1H_VS_60H_ACT_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43955_1H_VS_60H_ACT_CD4_TCELL_DN A2M ACBD6 ACYP2 ADGRD1 ADH4 ADIG AKAP8L ALG3 ALOX12 ANKRD13A APRT ARNT2 ASXL1 ATP9A BAAT BACH1 BLK BPNT1 BRAP BRIX1 BTG4 C1R C5 CALR CASP4 CBX5 CCDC71L CCL2 CD247 CDKN2D CH25H CLDN2 CLNS1A CLOCK COL11A1 COL4A3 COMMD9 CPSF7 CRY2 CRYM CST9L CTNNA2 CUL2 CXCR3 CYP27B1 DAO DAPK2 DAZ2 DDR1 DHX36 DIAPH2 DR1 DTNB DTX1 EBF3 ELL ENDOG ERGIC1 ERLIN1 ERN2 ERRFI1 FAM111A FASTK FDFT1 FER FICD FKBP11 FLOT2 FNTB FOXA2 FPGS FSTL3 GADD45B GALNT2 GFRA1 GJA1 GLCE GPX1 HASPIN HAUS6 HBS1L HBZ HMGN5 HRAS HTATIP2 HTRA2 IGLC1 IL13RA1 IL17RA IL1RN IL4R IL6ST IRF1 ITGA7 ITGAX ITIH3 ITPK1 KCNA7 KCNH2 KCTD9 KHDC1L KIF1B KIFC2 KLF4 KRT15 KRT17 KRT4 KRT84 LAMA2 LCT LIMA1 LIMK2 LOXL1 LTBP4 LYST MAP3K8 MCM3AP MIDN MOBP MRPS33 MTF1 MYD88 MYL3 NEK6 NFIL3 OLFM1 ONECUT1 P2RY1 PACSIN1 PEX11B PEX5 PFKFB1 PHF7 PIP4K2C PLAA PLSCR1 POU3F4 PPP1R15A PPP2R5A PPT1 PREB PRKDC PSMC3IP PSPN PTGER4 RAD54L RDH5 REXO1 RHOH RPL39L RPRM RPS29 RRP1 RUFY1 SAA2 SELENOW SERPINA12 SERPINE2 SEZ6 SLC22A9 SLC30A1 SLC30A4 SLC39A7 SLURP1 SNX12 SOCS1 STIL STX7 SYNPO TAL2 TBC1D20 TBX3 TERF1 TFAP2B TGFB2 TGFB3 TGFBR2 TM4SF1 TNFAIP6 TNFRSF18 TNFSF8 TNPO1 TPH1 TSPAN12 TUB TWIST2 UBE2W UGCG VNN1 WNT4 YES1 YWHAG ZBED3 ZBTB12 ZFAND5 ZNF398 ZNF799 ZNF821 ZNHIT2 GSE43955_1H_VS_60H_ACT_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43955_1H_VS_60H_ACT_CD4_TCELL_UP ACKR2 ADAM17 ADAM8 ADCY4 ADORA2B ADPRH AGAP3 AGFG1 AK1 AKR1E2 ALAS1 ALCAM ALDH9A1 ANGPT1 AP3S2 AREG ARHGEF25 ARPC1A ASIP ATOX1 BCL2A1 BGN BRK1 BUB1 C1QA C1QB C5orf15 CARD19 CCN1 CCR5 CD300C CD48 CD52 CD5L CD72 CDKN1C CDKN2B CERS2 CHCHD3 CHRNG CISD1 CLIC4 CMTM3 CNN3 COL5A2 COMMD5 COX17 CPEB2 CRIP1 CSF2 CSNK1A1 CYFIP1 CYTH1 DBNDD2 DEGS1 DKK3 DNAAF10 DOK1 DUSP1 DYNC1I2 DYNLL2 EIF1AX EIF3D ELF4 ENTPD7 EPRS1 FCF1 FCGR1A FEM1B FOLR2 FXYD5 FYN FYTTD1 GABARAPL2 GADD45A GDF3 GIPC1 GK GLA GPCPD1 GREM1 GSN GUF1 H3C7 HCCS HIPK3 HLA-DQA1 HNF1A HSPA1A IFIT3 IGF1 IKBKE IL10 IL18R1 IL1RN INO80C ITGA5 KCNA3 KCNN4 LAT2 LATS2 LCP1 LGALS3BP LY86 LY9 MAP3K11 MAP7D1 MAPRE1 MDFIC MLH1 MRPS18B MRPS25 MRPS26 MTCH2 NAB1 NAB2 NDUFA2 NDUFA8 NDUFA9 NDUFS3 NGDN NNMT NOCT NUDCD2 NUTF2 NXF1 OGA OMP PADI3 PAM PCBD2 PCNT PCSK7 PDGFB PEX19 PHLDA1 PLAUR PLK4 PLTP PMP22 PPDPF PRDX5 PSMB4 PSMB5 PTGER4 RAB24 RABGGTA RAC3 RANBP1 RBM22 RCAN1 RER1 RETSAT RGS16 RNH1 RORC RPA2 RRP12 RSPO1 RTF2 RTN4 SATB1 SAYSD1 SDHC SEC11A SELPLG SIPA1L2 SLC25A51 SLC38A10 SLC39A6 SMAD3 SMNDC1 SNAI1 SNRPA SNRPD3 STRN4 SWI5 SYT10 TAPBP TEAD1 TFIP11 TMEM176A TOR1AIP2 TPMT TRAF1 TRAPPC2L TRAPPC3 TRIO TRPV2 TUBB2A TUBB6 TXNRD1 TYSND1 UBE2K USP18 VPS37C VRK1 ZFAND5 ZFR ZNF467 GSE43955_1H_VS_60H_ACT_CD4_TCELL_WITH_TGFB_IL6_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43955_1H_VS_60H_ACT_CD4_TCELL_WITH_TGFB_IL6_DN ACSS1 ACTN2 ADCY6 AGO2 AGPAT1 AHI1 AK4 AMOTL2 ANG ANKRD33B ARL1 ARL4D ARL5A BCAR1 BMAL1 C1QTNF1 C1orf174 C2CD2 C9orf72 CA12 CACNB3 CAPZA3 CASC3 CAT CAV1 CCDC88A CCKAR CCL22 CCN2 CCND1 CCRL2 CCT6A CDC73 CDH1 CDH16 CEBPA CHRM1 CHRNA7 CISH CLEC4F CLGN CMPK2 CNOT6L COL1A1 CRYBG1 CSF1 CTBP2 CTSE CXCL13 CXCL3 D2HGDH DAZ2 DKK2 DLGAP4 DNAJB2 DNAJB6 DNASE1L1 DUSP19 EGR2 EIF4EBP1 EMP2 FAM107B FBXL3 FN1 FOXL1 FRMD6 FZD2 FZD8 GALE GDNF GFI1 GJA4 GLDC GLUD1 GLUL GSDME HAGH HBG2 HOXD9 IKBKB IL12RB2 IL15RA IL1A IL6 INTS14 IPO5 IRF5 IRS2 ITGA5 ITLN1 KCMF1 KDR KLF5 KPNA3 KRT1 LAMB2 LANCL2 LDHB LIFR LLGL1 LMO7 LPL LY6E MAP4K3 MAPRE1 MAPRE3 MDK MFHAS1 MMP13 MRPS18A MX2 MYL1 MYT1L NAA38 NAB2 NCK2 NDRG4 NECTIN2 NEDD1 NEK4 NF1 NID2 NSG1 NUDCD2 NUMB P2RX6 P4HA2 PCDH7 PCID2 PHLDA1 PIPOX PITPNA PLAT PLS3 PML PNP POLR2M POSTN PPP3CB PRKACB PRKCD PSEN2 PTPRE PTRH1 PTTG1 RBBP9 RBFOX2 RBP2 RCAN1 RCN1 RFXANK RGS5 RGS8 RNF103 RNF11 RPL39 RPL39L RRP9 RSAD2 S100A6 SARAF SCHIP1 SEMA4F SERPINF1 SLC20A1 SLC22A18 SLC23A2 SMAP2 SNAI1 SNHG6 SP1 SPECC1 SSPOP SSTR4 STEEP1 STK24 STMN2 SYP SYT1 TANGO2 THUMPD3 TNNI3 TOB1 TOP1 TOX4 TPGS2 TRAF1 TRAF5 TRIP12 TSKU TUBA4A TWIST2 UPP1 UTY VCAM1 WDSUB1 WRN ZBTB14 ZDHHC6 ZP1 GSE43955_1H_VS_60H_ACT_CD4_TCELL_WITH_TGFB_IL6_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43955_1H_VS_60H_ACT_CD4_TCELL_WITH_TGFB_IL6_UP ABCC1 ABCC3 ACAD9 ACO2 ACSL5 ADIPOR2 ADM AIMP2 ANGEL2 AP2A2 APAF1 ARF1 ARG2 ARHGAP45 ARPC1A ASCC1 ATG5 ATP6V0E1 ATP6V1B2 BATF BBS9 BCL6 BRD8 BRK1 CAPZA2 CCDC6 CD48 CDK16 CEL CFH CIAO2A CLCN7 CLDN7 COQ7 CSF3R CYTH3 DNAJB5 DPYSL2 DUSP16 EGLN2 EMC6 EPS8 FAM32A FAM89B FARS2 FCGR1A FCGR2B FTH1 GAB1 GABARAP GBX2 GHRL GJA1 GNAI2 GNAI3 GNG2 GORASP2 GRB2 GSTM5 GSTT2 GYG1 HADHB HCK HDAC2 HEXA HINT1 HSD3B7 IDI1 IER2 IFNAR2 IKZF1 IL17A IL6ST IRF8 ISG20 ISL1 JAK1 KDM5A KIAA0930 KIAA2013 KLHDC2 KLRD1 LAMA2 LAMTOR2 LAMTOR3 LARP1 LDAH LDLR LGALS9B LIMD1 LIPE LITAF LMBR1L LPIN2 LPP-AS2 LSP1 MADCAM1 MAN1A1 MAP2K4 MAP2K7 MAP3K3 MAPK1 MAPK7 MARCKS MDP1 MEIG1 MKRN2 MNS1 MPP1 MRPL37 MYOC NAA40 NAB1 NFATC3 NFIB NHERF1 NLRX1 NPEPPS NR6A1 P2RY2 PCK2 PDE1C PDPN PDRG1 PDZK1IP1 PFKFB3 PIGS PIK3CD PJA1 PKM PLXNB2 PNKD PRKCB PSMA4 PSMB10 PSMC3IP PTPN18 PTPRCAP PUM2 RAC1 RAC2 RAC3 RACK1 RALGDS RAMP2 RAP1GDS1 RASSF2 RELB RGS10 RNF149 RPL19 RPL23A RPL6 RPS10 RPS18 RYR2 S100A1 SAPCD1 SEMA3C SGPL1 SH3GL1 SIGMAR1 SIRPA SLC11A2 SLC27A1 SMS SNTB2 SNX1 SNX2 SNX21 SPEF1 SPHK1 SSBP4 STMP1 SUPT4H1 SUPT6H TAF10 TARBP2 TAX1BP1 TBXA2R TERF2 TLE3 TMX1 TNFRSF4 TNFRSF9 TOR1AIP2 TOR2A TRIM37 TRIM46 UBE2W UCK2 USF1 USP18 VAPA VPS37B VWF XBP1 XPOT ZFAND5 ZFP36 GSE43955_TGFB_IL6_VS_TGFB_IL6_IL23_TH17_ACT_CD4_TCELL_52H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43955_TGFB_IL6_VS_TGFB_IL6_IL23_TH17_ACT_CD4_TCELL_52H_DN ABCD3 ACSL4 ADAM8 AHR AIFM1 AKR1B15 ALDH1A1 ALDH9A1 ANXA5 APAF1 APBB2 ARHGEF28 ASF1B ATP11A ATP7A ATXN10 BASP1 BIRC3 BMP2K BOLA2 BST1 C1QB CAPZB CASP4 CCN2 CD300C CD44 CD5L CD72 CDC42EP4 CDIPT CDK14 CDKN1C CGGBP1 CHUK CLEC3B CLEC4E CLIC4 CLPP COL11A2 CPEB2 CST3 CTSE CTSH CUL3 CXCL9 CYB5R4 CYFIP1 DNAAF10 DPP6 DTD1 DUSP1 DUSP16 EBNA1BP2 ECM1 EFNB2 EGR1 EHD1 EIF1AX EXOC4 FGFR1 FJX1 FLNB FOXH1 FOXJ1 FOXK1 FSTL1 FXYD1 GCH1 GNAS GOLPH3 GPR65 GSPT1 GSTZ1 GTF2A1 HAX1 HCCS HGF IFI27L2 IL10 IL13RA1 IL7R IRF7 IRS2 ITGA5 JAK2 KCNA3 KIF5B KLHL7 LAT2 LPCAT3 LPL LSM14A LY86 LYST MAP2K3 MARCKS MDFIC MEST MFSD14B MKI67 MLLT3 MMP14 MSR1 MTPN NAMPT NAV2 NFIA NID2 NOG NOP58 NR1H3 NR2F1 NRP1 NSMF NXN OLR1 PAM PDK3 PELI1 PEX5 PHLDA1 PIK3CD PKP2 PLEC PLS3 PLSCR1 POLE2 POSTN POU3F1 PPIC PPIE PPP1CB PPP1R2P1 PRDM1 PRDX5 PRKAR1A PRPF4B PSEN2 PSMA3 PSMD12 PTER PTGER4 PTGS2 PTK7 RBBP4 RCAN1 RCBTB1 RCL1 RCN2 REXO2 RGS2 RHOQ RNF138 RNF19B RNF38 RSPO2 RTN4 SENP3 SF3B5 SKIL SLC12A7 SLC27A1 SMAD5 SNAPC2 SOS2 SOWAHC SPATA13 SSB ST6GAL1 SYT7 TAX1BP1 TBL1XR1 TENT5C TFDP1 TMEM147 TMEM230 TNF TNFRSF11A TNKS2 TOR1AIP2 TPD52 TRPC6 TUG1 UCHL5 VAMP7 VBP1 WIPF1 WRN WSB1 XPO1 YBX1 ZBTB16 ZFAND5 ZFP36 ZFP62 ZFR ZMYND11 ZNF282 ZRSR2 GSE43955_TGFB_IL6_VS_TGFB_IL6_IL23_TH17_ACT_CD4_TCELL_52H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43955_TGFB_IL6_VS_TGFB_IL6_IL23_TH17_ACT_CD4_TCELL_52H_UP ABCA4 ACKR4 ACOX1 ADGRE5 ADH7 ADRA2B ADRB2 ALPG AP2B1 APLNR ARF1 ARL10 ARL6IP4 ARNT2 ASNSD1 B3GALT4 BBS9 BCL2L13 BTK BTRC C16orf89 C8orf33 CBLIF CCND3 CD27 CDC25A CDC25C CDH3 CHGB CIAPIN1 CLN8 CMTM6 CNOT3 COL5A1 CPA3 CRLF3 CST7 CUX2 CXCL2 CXXC1 CYP11A1 CYP24A1 CYP51A1 DBNDD2 DENND5A DMBT1 DNAJA1 DRD2 DUS1L DYRK1B EEF1B2 EFNB3 ELF5 EMB EN2 FAHD1 FAM118B FBXW4 FDX1 FEZF2 FH FICD FKBP1B FNTA FOXA1 FZD7 GBA2 GHRHR GNAO1 GNAZ GOLT1B GPAM GPANK1 GRIA4 GRK2 GSG1 GSTA5 GSTM5 GTF3C1 GTPBP2 GYG1 HAND2 HLA-E HOXB8 HSD11B1 ICA1 IGHM IL1R2 INHA KCNA1 KCNJ11 KIF1B KRT86 LCAT LHX9 LLGL1 LONP2 LRRC8A LTC4S MAP2K7 MAP4K1 MIX23 MKRN1 MRPL48 MTMR9 MYO7A NAA38 NAA80 NCBP2 NECAP1 NELFCD NF2 NME1 NOTCH4 NPEPPS NPL NR1H4 OR13J1 ORMDL1 PAX1 PCSK6 PDE9A PENK PEX2 PHC1 PHYH PICK1 PKP1 PLA2G4A PLAT PML POLD4 POLE3 PPP4R2 PRAP1 PRDX1 PRPS1 PRRC2A PRSS8 PTDSS2 PTPN20 PTRH2 PTS RAB4B RAB6A RAC3 RASD1 RASSF5 RBL1 RGS5 RIT1 RPLP0 RPP21 RPS6KA3 RSRP1 RUNX1T1 RUVBL2 RYR1 S100A5 SAR1A SCN9A SDHB SEC11C SEPHS1 SERAC1 SFXN2 SGIP1 SH3BP1 STK19 STK25 STRADA STX5 TBC1D22A TCP10L TFPT TM4SF5 TMED1 TMEM70 TOR3A TPBG TPGS1 TRAIP TRAPPC14 TRIM27 TRIM59 TUBB4A TUFT1 TXNIP UBA7 UPF2 USF1 WDTC1 XRCC5 YIPF1 ZBED3 ZNF398 ZP1 ZP3 ZPR1 ZW10 GSE43955_TGFB_IL6_VS_TGFB_IL6_IL23_TH17_ACT_CD4_TCELL_60H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43955_TGFB_IL6_VS_TGFB_IL6_IL23_TH17_ACT_CD4_TCELL_60H_DN A2M ACTG2 ADAM8 ADSS1 ALCAM ALDH18A1 ANGPT2 AOAH APBB1IP APRT AQR ARNT ARPP19 ATF6 B9D1 BAAT BCAP31 BGN BHMT2 C1QBP C3AR1 CAPZB CAVIN1 CBX5 CCN2 CD44 CD52 CD72 CD80 CDC23 CDKN1C CELSR2 CEP89 CHRNG CIPC CNGA1 COPZ2 CRISP2 CRYL1 CSF3 CTSE CTSW CYP4V2 CYTIP DAGLB DBT DCK DEF8 DKK3 DNAAF10 DNASE1L3 DNMT3A DOK2 DTX1 E2F3 ELAC2 ELL2 EVL EYA2 FASTK FBXO21 FCGR1A FEZ1 FGF12 FHL2 FOLR2 FOXA2 FOXA3 GALNT2 GC GNAS-AS1 GNGT2 GNL1 GPR137B GSG1 H2BC5 HAND1 HMX1 HSD3B2 HSP90AA1 HYOU1 IER2 IFNA1 IGLC1 IKBKE IKZF1 IMP4 IQGAP3 IRF7 ITPK1 JUP KAT7 KCNA3 KCNA4 KRT15 KRT20 KRT32 KRT36 LCK LEP LHX3 LIPC LIPE LMAN1 LY9 MAL MAT1A MCFD2 MELTF MMP16 MORF4L2 MRPS18B MTOR MVK MX2 MYBL2 MYH10 NCAPH2 NDP NECAP2 NEFL NOP16 NOS2 NR4A2 NRTN ODC1 OLFM1 OPN1LW PCBP4 PDIA3 PDZK1 PGD PGF PHF7 PIK3R1 PIM3 PLA2G1B POSTN PPP2R5A PRRC1 PSAPL1 PSMD3 PTGER1 PTGFR PTPN9 RAB21 RAB23 RAB8B RAD23B RBL1 RBM4B RDH5 RGCC RGS16 RMND1 RNF123 RNF19B RPRM RRP1B RTL6 RTN1 RXRG SAP30 SERPINH1 SGO1 SLC39A7 SNRPB2 SNRPD3 SNX12 SORD ST6GALNAC4 STMN3 SYN2 SYNE4 SYNGR2 SYNPO TAGLN TAPBP TBRG4 TEAD1 TERF2IP TGFB3 TLR7 TMEM129 TMEM176A TMEM259 TNFRSF11B TSR1 TUBA1C UBAP1 UCK1 UNC50 UPP1 WNT3 WT1 XRN1 ZBTB12 ZBTB14 ZIK1 ZNF131 GSE43955_TGFB_IL6_VS_TGFB_IL6_IL23_TH17_ACT_CD4_TCELL_60H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43955_TGFB_IL6_VS_TGFB_IL6_IL23_TH17_ACT_CD4_TCELL_60H_UP ABCB8 ABCC6 ACAA2 ACIN1 ADIPOQ ADRA2A AGR2 AHNAK ALOX12 ANGEL2 ANKRD28 ANXA6 APCS ARHGAP1 ARL2BP ARNT2 ATF1 ATP4B ATP5IF1 BARD1 BCL2L11 BMP2K BNIP3L BTC C19orf73 C2orf80 CAPN5 CBR1 CCN3 CD1D CD8A CDIP1 CEBPG CHMP6 CLTC COLQ CORT COX16 COX6A1 CPNE3 CRCP CRYGD CSDE1 CTDSP2 CYB5B CYP2S1 CYP51A1 DAP DDX19B DNAJB2 DNAJC15 DPM3 DYNC1H1 EIF3D EMP3 ETFB FASTKD5 FBXL3 FBXO45 FBXO9 FCHO1 FGF18 FH FLOT1 FXYD2 GADD45A GAS6 GDPD3 GLRX3 GMFG GNE GPM6B GRK6 GSDME GSTM5 GSTO1 GYG1 H1-4 HAUS6 HK2 HLA-E HMBOX1 HSD17B11 IARS1 ICE1 ID3 IDO1 IFIT1B IL1RN INTS11 KCNA5 KCNMB1 KCTD10 KIN KPNA3 LBR LCP2 LLGL2 LPCAT3 LTC4S MAIP1 MAP3K1 MCOLN2 MELK MFSD1 MIEN1 MRAS MRPS11 MRPS25 MYADM MYBPC3 MYD88 MYOG NAPSA NCF4 NCOA6 NDUFA6 NFIB PAX5 PCBP2 PDCD4 PDE6D PEX11A PGLYRP1 PITPNA PKIG PLA2G7 PLCG2 PLXND1 PMM2 PNLIPRP1 PNP POLG POLR1H PPIE PRX PSMD1 PSTPIP1 PTDSS2 PUM2 PXN RAB3D RABGGTA RABGGTB RACK1 RALGDS RBM17 RC3H2 RCAN3 RLIM RMND5A RNF141 RPGR RPL18 RPL36 RPL6 RUFY1 RXRB S100A1 S100A4 SAA1 SBF2 SCN1A SESN1 SIRT3 SLC25A36 SLC31A1 SLC38A4 SMARCD1 SNAPIN SOCS3 ST3GAL5 STAB1 STK10 STK16 STX12 SUGT1 SYS1 TBC1D14 TEKT2 TGFBI TMEM9B TMX1 TNFSF4 TP53INP2 TRAFD1 TULP2 TWSG1 TXNIP TXNL1 USE1 USP48 VAMP2 VMP1 VPS37C VWF WDR13 WNT6 YIPF4 ZNF644 GSE43955_TH0_VS_TGFB_IL6_IL23_TH17_ACT_CD4_TCELL_52H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43955_TH0_VS_TGFB_IL6_IL23_TH17_ACT_CD4_TCELL_52H_DN ACYP1 ADAM11 ADAM9 ADD1 ADSL AKIRIN1 AKT2 ALDOAP2 APP ARIH2 B4GALT3 BATF BBS9 BSN BTG3 CASP4 CASP7 CCDC47 CCN2 CCNT1 CD164 CD53 CD86 CDK16 CDK5 CDKN1C CDKN2B CEBPD CEL CHI3L1 CHMP4B CIAO2A CLIC4 CLN8 CNDP2 COMMD4 COX7A2L CRIPT CRISP3 CTRB2 CYTH3 DAB2 DAD1 DALRD3 DGAT1 DR1 DUSP16 DUSP2 EBNA1BP2 EDIL3 ELP3 EMB EMP1 EPHA2 EZR F12 FABP5 FABP7 FBXL5 FBXO6 FCGR1A FGA FLVCR2 FOS FPR2 FYN GADD45A GALE GFI1B GFPT2 GHRL GLIPR2 GRHPR GSN H2BC18 HFE HIF1A HIPK3 HMBOX1 HOXD10 HSD17B10 HSD3B7 IER3 IFITM3 IL17RA IL6ST IPO4 IRF8 IST1 ITM2C JUNB KAT2B KDELR1 KIAA2013 KLHDC2 KLHL24 LAG3 LANCL1 LEMD2 LGALS1 LIPE MAN1A1 MAP2K4 MAP6 MARCKS MCL1 MKLN1 MME MYC NAB2 NAV1 NCAM2 NCK1 NDUFB11 NHERF1 NID2 NKAIN1 NPNT NSMCE1 NUPR1 OLFM1 OSER1 OSMR OXCT1 PDGFA PDPN PDRG1 PFKFB3 PHF13 PHF23 PHLDA1 PIK3CD PISD PKM PLA2G4A PLG PLPBP PLXNB2 PNPO PRRG2 PTN PTPN18 PUM2 RAB11FIP5 RAB31 RAC1 RAC2 RAP1A RAP1GDS1 RASA1 RASGRP1 RBM15 RELB RERE RHOU RNF2 RNFT1 ROS1 RPP25L RPS16 RSRP1 RYK S100A13 SART3 SATB1 SERPINE1 SLC12A3 SLC44A2 SMAD1 SMARCA4 SNTB2 SNX1 SOWAHC SPRED2 SRP9 SRRT SSBP4 SSR3 ST3GAL4 STX7 TAC3 TAX1BP1 TBC1D14 THAP12 THAP7 TIAM1 TLE3 TMCO1 TMEM115 TNFRSF1A TRIM46 TRPC5 TRPC6 TUSC2 UGCG VAV1 XBP1 XDH XPOT ZFP36 GSE43955_TH0_VS_TGFB_IL6_IL23_TH17_ACT_CD4_TCELL_52H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43955_TH0_VS_TGFB_IL6_IL23_TH17_ACT_CD4_TCELL_52H_UP ABCB4 ACP2 ACSF3 ACSL1 ADAR ADIPOR2 AMPD3 AMZ2 ANTXR2 ANXA2 API5 ARID2 ATAD1 ATP6V1B2 AXIN2 BMAL1 BOD1L1 C2CD2 C3AR1 CACNB3 CAPN5 CAPZA3 CASC3 CCL13 CCL22 CCNG2 CCNI CDC45 CDH16 CH25H CHD4 CISH CMPK1 COL18A1 CORO1A COX6B2 CPXM1 CRCT1 CS CSF1 CTBP2 CXCL3 CXCR5 CYB5R4 CYP7B1 DAXX DAZ2 DBI DCTN3 DDHD1 E2F8 EDEM1 EEF1AKMT1 EGR2 EIF2AK2 EIF4H ELK1 EMP3 ESD EXOC8 F8 FAM20C FGF4 FGFR1OP2 FNDC3A FOXL1 FOXM1 FRMD6 FSTL3 GANAB GGPS1 GJA8 GJB1 GLRX GLUL GOLPH3 H2BC5 HCLS1 HESX1 HIC1 HOXD9 HSP90AB1 HSPA1A HSPA1B HSPH1 IFIT2 IFIT3 IL12A IL18 IL1A INTS14 IPO5 IRF7 IRF9 ISG20 ITGA4 JAG2 KCNA3 KCNJ1 KMT5C KRT81 LDLR LMO4 LRRC59 LYRM2 MAK16 MAN2A1 MAP4K3 MAPK14 MARK2 MEF2A MEOX1 MFAP4 MFHAS1 MFSD14B MKRN1 MRPS36 MTHFR MYL1 MYO5B MYOG MYPOP NCDN NCF1 NCK2 NDFIP2 NHP2 NLK NR5A2 NSUN2 NUDT4 NUS1 OSBPL11 P4HA2 PCGF5 PCID2 PDIA5 PDLIM7 PEA15 PELI1 PGK2 PITPNC1 PKP4 PLAT PLAUR PLXND1 PNP PPP1CB PPP1R21 PRKCD PRKG2 PTCH1 PTX3 RBBP7 RDH11 RDX REPS1 RGN RHPN1 RMND5A RNASET2 RNF103 RNF11 RNF208 RTTN S1PR3 SCHIP1 SEMA4D SEMA6D SETD4 SLC12A5 SLC26A2 SLC3A2 SPEG SPTAN1 SQSTM1 SRCIN1 ST3GAL5 STK10 SULT2B1 SYP TAGLN2 TBC1D1 TBC1D23 TCEA1 TFRC TMEM205 TMX1 TOB1 TOM1 TOP1 TRAFD1 TSKU UBE2G1 UIMC1 VEGFC WDR82 ZBTB14 ZNF239 ZP1 GSE43955_TH0_VS_TGFB_IL6_IL23_TH17_ACT_CD4_TCELL_60H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43955_TH0_VS_TGFB_IL6_IL23_TH17_ACT_CD4_TCELL_60H_DN ABCB1 ABT1 ADAM7 ADAM9 ADM AHR AKT2 ALDOAP2 AP1AR APAF1 AQP7 ARG2 ARHGEF7 ATP11A ATP1B1 ATXN7L3B AUP1 AZI2 B4GALT3 BATF BCL2L11 BCL6 BNIP3L CAP1 CASP4 CBFB CBX6 CD28 CDKN2B CDKN2D CEBPD CNR2 COQ7 CP CRISP3 CSNK1A1 CSTF2 DUSP2 EBF1 ECE1 ELL ELOVL6 ENPP1 ERO1B ETHE1 EVX1 EWSR1 F8 FAM13B FCGR2B FDPS FECH FLI1 FLOT1 FLVCR2 FMNL3 FXYD2 GAB1 GALE GART GDPD3 GHRL GJA1 GLMP GLTP GLUD1 GNG2 GPI GRK6 H2BC13 HCK HESX1 HIVEP2 HK1 HLA-E HSBP1 IER2 IL1RL1 IL6ST IRF8 ISG20 IST1 JUNB KIAA2013 KLHDC2 KLHL24 LAPTM4A LDLR LGALS2 LITAF LTC4S MADCAM1 MAIP1 MAP3K1 MAP3K3 MAP6 MAPK6 MEF2C MKRN1 MNS1 MOB1A MSRB1 MT2A MYD88 N4BP1 NAPSA NAV1 NFIB NKAIN1 NSMCE1 NVL ORM1 OSER1 OTULINL P2RY2 PACRGL PDZK1IP1 PFKFB3 PGM2 PIK3R1 PISD PLXNB2 POMP PSMC3 PSME1 PTBP3 PTGER2 PTGER4 PTN PTTG1IP RAC2 RALGDS RASA1 RASSF2 RERE REX1BD RNF138 RNF166 RPL23A RPL28 RPL36 RPLP0 RPSA RSRP1 S100PBP SARS1 SCAMP1 SCN3A SEC61A1 SLC11A2 SLC25A36 SLC37A4 SLC46A1 SLC7A3 SMARCD2 SMIM20 SNX1 SOWAHC SPSB1 SRRT SSBP4 ST3GAL4 STAB1 STAT3 STAT5A STBD1 STK16 TAX1BP1 TERF2 TFCP2L1 THAP7 TIAL1 TIAM1 TIPARP TIRAP TLE3 TMBIM1 TNFRSF1A TNFRSF9 TOPBP1 TP53INP2 TRAFD1 TRIM46 TULP4 TXNIP UBE2B UBE2W UGCG VAPA VAV1 WDR6 WDR74 XPOT YTHDF2 ZEB1 ZFAND5 ZFP36 ZNF18 ZNF281 ZYX GSE43955_TH0_VS_TGFB_IL6_IL23_TH17_ACT_CD4_TCELL_60H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43955_TH0_VS_TGFB_IL6_IL23_TH17_ACT_CD4_TCELL_60H_UP ACADL ACTC1 ACYP1 ADAR ADSS1 AFF4 AKR1B15 ALDH9A1 ANTXR2 APOE ARL4D ARL5A ATP5PF ATP6V1A ATP6V1C1 BAK1 BCKDHB BCL2 BDNF BGN BHLHE40 BSN C1QB C1R C9orf40 CACNB3 CAPZB CAV1 CCL5 CCN1 CCN2 CD247 CD300C CD48 CD5L CD81 CDKN1C CENPL CEP350 CFAP68 CFHR1 CHAD CHI3L1 CHRNA6 CLASRP CLIC3 CMPK2 CNR1 COL18A1 COMMD3 CR2 CREB1 CRMP1 CSNK2B CST3 CTRB2 DDAH2 DDOST DEAF1 DENND4C DGAT1 DHFR DNAJA1 DOCK7 DPH5 ELP3 EPHA5 ERCC1 ERRFI1 ESRP1 EVL EYA1 EYA2 F11R FAM83G FBXL15 FBXW11 GCOM1 GEM GJC1 GLIPR2 GM2A GPN3 GRIK2 GRWD1 GSN GSTK1 GUSB HDAC6 HIPK1 HNRNPAB HPCA HTR5A IDE IGFBP2 IL12RB2 IL15RA INTS7 ISG20 ISOC1 IVD KITLG KLF6 KRT27 KRT6A LEF1 LPL LY9 MAP1B MAP2 MAP3K2 MBP MFGE8 MFSD14B MGAT3 MGST3 MKRN2 MLEC MRPL48 MRPS28 MSL2 MTERF2 MXD3 MXI1 MYH14 NR4A1 NUP50 ODC1 OLR1 PAM PAN2 PCGF5 PCSK6 PDE6B PDIA3 PEX7 PFDN2 PFKFB2 PHLDA1 PLAUR PLS3 PNOC POLB POR PPY PRDX1 PRNP PROCR PSMD8 PTCH1 PTGIS PTPRJ RASSF2 RASSF5 RBCK1 RCAN1 RCN2 RDH11 RNF103 RNF19A RNF2 RNH1 RRP9 RTN4 RUNX2 RYK S100A11 S100A14 SART1 SCAF11 SFN SHD SLC22A6 SLC2A8 SLC39A9 SNRPD3 SRP9 ST6GALNAC4 STXBP1 SYT17 TAGLN TAGLN2 TBC1D20 TCL1A THBS1 TM7SF2 TMEM176A TNFSF9 TNNI2 TRAIP TSC22D3 TUBA1B TUBA1C TXNDC12 UTP4 VSX2 YWHAH ZBTB14 ZNF22 ZNF799 GSE43955_TH0_VS_TGFB_IL6_TH17_ACT_CD4_TCELL_10H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43955_TH0_VS_TGFB_IL6_TH17_ACT_CD4_TCELL_10H_DN AARS1 ADM ADRA2C AMBN ANGPT1 ANKRD10 ANKRD49 APLP1 APP ARG1 ASPSCR1 B4GALT3 BAZ1B BCAN BMPR1B BRD4 CA2 CACNG1 CALU CAMK2B CCL4 CCN5 CCNA2 CDH5 CDKN2D CEBPD CGA CHAF1B CHFR CHRND CISH COMMD1 COQ3 CRYBG1 CRYGB CSF3R CX3CR1 CXCL9 CXCR2 CYP2S1 CYP4A11 DDHD2 DHX30 DIAPH1 DKK1 DLG3 DOCK7 DPYSL4 DUSP16 EEF1B2 EEF2 EIF3B EMB ENTPD5 ERGIC3 EXOSC7 EXTL3 FAM162A FANCM FEZF2 FIS1 FKBP10 FLNA FNDC7 FOXB1 FRZB FZD6 FZD7 GABPB1 GABRA2 GADD45G GAS8 GBP2 GBP4 GPN3 GPR162 GUF1 H1-8 HAL HBB HDHD2 HLA-E HLX HOXA11 HOXD1 HOXD12 HPF1 HTR2C ICOS IDNK IL11 IL13RA1 IL17RA IL18BP IL1RN IL4R IL6 INSM1 IRF3 ITIH2 IYD KARS1 KCNA7 KLRD1 KRT1 LARP1 LEFTY1 LINC00612 LPAR1 LPP-AS2 LY75 MACROD2 MAFB MAP2K6 MAP3K1 MBD4 MED12L MMP24 MOS MPO MPRIP MRPS33 MT1E MYD88 MYF5 NBL1 NCOA5 NCOR1 NDRG1 NFATC1 NKIRAS2 NKX2-3 NKX2-8 NLRX1 NMU NOBOX NPR1 NR2F1 NR2F2 NSMCE1 PEG3 PHF12 PIGA PIPOX POU1F1 PPP4R2 PRG3 PRKCG PRM3 PRNP PROCR PROM1 PRRX1 PSMD1 PTN PTPN20 RAC2 RAD23A RALY RASA4 RBKS RIPK1 RMDN3 RYK S100A5 SAA1 SELP SGCD SH3PXD2A SIM2 SKAP2 SLC22A23 SLC25A3 SLC35C2 SLC3A1 SLC41A1 SNORA7A SOX18 SPINT1 SSC4D STAB1 STK39 STRA8 TARS2 TAT TEAD3 TENM1 TET1 TIMM44 TLL1 TMEM38B TRIM46 TRO UBR5 UBR7 WFS1 WNT10A XRCC5 ZMIZ2 ZSCAN21 GSE43955_TH0_VS_TGFB_IL6_TH17_ACT_CD4_TCELL_10H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43955_TH0_VS_TGFB_IL6_TH17_ACT_CD4_TCELL_10H_UP ACKR4 ACTC1 AIF1 ALDOAP2 AMBP ANKZF1 APOH ARG2 ATP11A ATP5F1C BATF BCAP31 BZW2 C1QBP C2CD2 C2CD3 CADPS CASP4 CASP7 CBX6 CCN2 CCND1 CD38 CD53 CD79A CD86 CD93 CDH1 CKS1B CLCN5 CNDP2 CNN3 CNOT6L COQ5 CP CSF3 CTF1 CTNNB1 CXCL14 DAB2 DDIT3 DDX19B DDX52 DECR1 DHH DKK2 DNMT1 DUSP1 DUSP12 DUSP8 E2F1 EDNRB EMB EMP1 ETS2 EWSR1 FAM114A2 FAM162A FGA FGF7 FHL1 FPR2 FRRS1 FYTTD1 GALK1 GFAP GJA1 GLDC GLIPR2 GMPPB HBS1L HK1 HLX HM13 HNRNPA3 HOXB7 HSBP1 HSD17B10 IER2 IFNAR2 IL10 IL1RN IL5 IL6ST ING1 IREB2 ISLR ITGB1BP1 ITGB5 KDR KIF4A KLF10 KMT2E KRT2 KRT36 KRT71 LAMP2 LCK LCN2 LDHA LITAF LYN MAGEL2 MAP3K12 MAP3K8 MAP6 MARCKS MBD2 MCOLN2 MMP7 MRE11 MRPL37 MYL3 MYT1L NAB2 NCKAP1 NDRG3 NDUFA2 NEK4 NTF3 NUDCD2 NXT1 OCM2 OGA OTUD4 PABPC4 PFDN1 PFKFB3 PHF13 PHF7 PHLDA1 PHTF1 PIM3 PIPOX PKM PNKD PNPO PNRC1 PPP2R1B PSMD13 PTH PTPRG RBMS2 RBPJ RCL1 RFC1 RHBDL3 RHOQ RSRP1 S100A8 SAA2 SARS1 SCAF11 SEMA4F SEMA6B SERPINB1 SERTAD1 SKP1 SLC10A3 SLC12A7 SLC16A1 SLC20A1 SLC22A18 SMC2 SNX1 SNX2 SNX5 SOAT2 SOWAHA SPAG5 SPATA13 SPCS1 SPDEF SPRYD4 STX12 STX7 SUPT4H1 SYP TAF1D TAX1BP1 TBL1XR1 TCEA3 TFPT THY1 TIMP3 TMEM176B TRAF5 TRIB3 TRIM13 TSNAX TSPAN33 TUBA4A USP38 UTY VIPR1 WDFY2 WDR82 ZFAND5 ZHX1 ZNF740 GSE43955_TH0_VS_TGFB_IL6_TH17_ACT_CD4_TCELL_1H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43955_TH0_VS_TGFB_IL6_TH17_ACT_CD4_TCELL_1H_DN AARS1 ABCC9 ACTN3 AKR1C2 AMBRA1 ANGPT2 ANKRD49 AP1M1 ARHGAP45 ARHGDIB ARIH2 ARMCX2 ATOH1 BCL2A1 BCL6 BMP7 BMP8A BRD4 CAMK2B CANT1 CBX6 CCDC28B CCNB1IP1 CDH11 CDKN2AIPNL CEBPA CENPL CGA CHKA CIB1 CKAP4 CLCN2 CLCN7 CLGN CMTM4 CNOT2 COMMD1 COPS3 CORT CPS1 CRYAA CRYAB CRYBA1 CSTPP1 CTSW CUL1 CXCL2 CYP2B6 CYP2S1 DARS1 DHX30 DNASE1L3 DSP DUSP6 DVL1 EFHD1 EMCN ERGIC2 FAM117A FAM20C FANCM FBN1 FBXW4 FER FIS1 FLCN FSTL1 FZD4 GABRG3 GABRR1 GATA2 GFM1 GHRH GLI3 GMIP GPN3 GPR162 GRIN2B GTPBP2 GUF1 GZMK HBG2 HEBP1 HEMGN HOXA10 HOXD3 HSPA1A HSPBP1 IFRD2 IYD KCNA7 KCNS1 KLF10 KRT7 KRT8 LINC00612 LRPPRC LY6H MAP1LC3A MAP6 MAP7 MAPK13 MAPKAPK2 MC5R MFAP4 MMP10 MMP24 MRPL9 MSX1 NEK1 NET1 NFATC1 NFIB NFU1 NKIRAS2 NOS2 NPNT NR1I2 NSG2 NSMF NUSAP1 NXPH2 OC90 OCA2 OST4 PAK2 PDC PDRG1 PER3 PFKFB1 PHC1 PHKB PHKG1 PLEKHB2 PODXL POLDIP2 PPP4R2 PRKCE PRKD2 PROM1 PRPH2 PSAP PSCA PSMG1 RAB25 RAMP1 RBKS RBM15 REM1 RGS9 RHOB RRP9 RTTN RUVBL2 SATB1 SCN9A SEMA3C SERPINA10 SERPINA6 SFMBT2 SLC10A3 SLC1A2 SLC6A15 SNIP1 SNORA7A SOX3 SPOCK1 SRA1 SRMS STAB1 STAM STC1 STK10 SYT4 TBR1 TDO2 TEAD1 TEK TENM2 TFCP2L1 TLCD4 TLL1 TLX3 TNFAIP2 TNFRSF18 TNIP1 TOP1 TPBG TRIM13 UQCC5 USP39 UTP20 VEGFD VWA7 ZBED3 ZBTB25 ZNF322 ZNF740 ZNF799 ZNHIT2 GSE43955_TH0_VS_TGFB_IL6_TH17_ACT_CD4_TCELL_1H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43955_TH0_VS_TGFB_IL6_TH17_ACT_CD4_TCELL_1H_UP ADAR AGFG1 AHI1 AIMP1 AIP ALG2 AMACR AMBP ATP5IF1 B4GALT3 B4GALT6 BACH1 BATF BHLHE40 BIRC3 BMPR1B BTRC BZW2 CA2 CACNG1 CALML4 CALU CBX7 CCDC186 CCL4 CCR1 CCR5 CD86 CDH5 CDKN2D CEBPD CEP350 CH25H CHCHD6 CIT CLDN1 CMTM6 COL10A1 COQ3 CSF2RB CSF3R CXCL10 CXCL9 CYP4A11 DCK DDX51 DKK1 DNM1L DUSP16 EDNRB EEF2 EIF6 ELAVL4 ELOVL1 ELP5 EMB EMP1 ERRFI1 F2RL3 FBXO21 FCGR2B FEZ2 FGL2 GADD45A GADD45G GBP4 GBX2 GCM1 GDE1 GJA1 GMCL1 GORASP2 GPN1 GSDME H1-0 H1-2 HCK HDAC2 HDHD2 HLA-E HLX HNF4G HPS4 HTR2C IGFBP1 IL17RA IL1RN IL4R IL5RA IL6 IMP4 INHBE IRF1 ITGB5 JAK2 KAZALD1 KIAA1522 LGALSL LITAF LTBP1 MAFB MAP2K1 MAP3K1 MAP3K8 MC1R MCOLN2 MED12L MEMO1 MIDN MIS18BP1 MT1E MT2A MX1 MYD88 NAGK NDRG2 NDUFS4 NDUFS6 NEU1 NFIL3 NFYB NKX2-3 NOC4L NOCT NPHP1 NSMCE1 NSMCE3 NT5C3B NTMT1 NUP50 PAX2 PCK1 PCTP PEX2 PHGDH PHLDA3 PKIG PLSCR1 POSTN POU1F1 PPP1R15A PRKAR1B PROCR PSMD5 PSTPIP2 PTGER4 PTPN1 PXMP2 R3HCC1 RAB3IL1 RASD1 RBPJ RCAN1 RGCC RHOH RNF149 RPF1 SAA1 SDHD SELE SELP SEMA6B SEMA6D SH3GLB1 SLC22A5 SLC30A9 SLC35E4 SLC41A1 SMAD3 SMOC1 SOCS1 SOCS3 SPHK1 ST8SIA3 STK19 SUSD6 TARS2 TAT TBP TBX6 TCP11 THAP7 THBD TMEFF1 TMEM268 TMEM40 TNFRSF1A TNKS2 TSSK1B TTC27 UBC UBE3A UGT2B10 USP22 UTP4 WDHD1 WDR77 XRCC5 ZFAND5 ZNF703 GSE43955_TH0_VS_TGFB_IL6_TH17_ACT_CD4_TCELL_20H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43955_TH0_VS_TGFB_IL6_TH17_ACT_CD4_TCELL_20H_DN ABCD2 ACKR4 ACOD1 ACOX1 ADAM22 ADGRE5 ADRA2B AREG ARHGEF2 ARID3B ARL4C B3GALT4 BCL2A1 BPIFA2 BSN BUB3 C15orf39 C19orf73 C1QBP C9orf40 CCN5 CD52 CD7 CDC42EP4 CDH9 CDK2 CHCHD3 CHRNG CITED2 CLASRP CLEC4F CLIP2 CLPX CNP CNPY2 COL4A3 COMMD4 COQ10A CPSF2 CSF2 CST3 CUBN CXCL14 CXCL2 DBNDD2 DNAH8 DNAJB8 DNAJC5 DNMT3A DOHH DPT DUSP1 EEF1AKMT1 EEF2 ELF4 ELMOD3 EMC6 EMP3 FIBP FLOT2 GAP43 GCH1 GDI1 GIPC1 GJB3 GLYR1 GREM1 GTF2B HAND2 HAUS4 HBA2 HDHD5 HLA-DMB HPD HSD17B12 HSPA1A ICA1 IFRD1 INO80C IRAK1 IRF7 ITGA2 JUN KCNA3 KLF10 KLF6 LAMC2 LRPAP1 MAGEH1 MAN2B1 MAP3K2 MC3R MCUR1 METAP2 METTL18 MIX23 MMP15 MOGAT2 MRPL16 MRPL46 MSLN MTCH2 MVK NAB2 NAPSA NECAP1 NEFM NF2 NFYC NLK NR2C2AP NR4A1 NUDCD2 NXF1 OAZ1 OMP PADI3 PARN PAX1 PCBD1 PCSK7 PDGFB PLAUR PMPCA PPP2R5A PPP2R5C PPP4R2 PPP5C PRDX5 PRM3 PRSS8 PSMG1 PTDSS2 PTPN23 PTPN6 PTPRJ RAB4B RABGGTA RAC3 RANBP3 RASL11B RHOB RMDN3 RNF166 RNF19A RPL6 RRP12 RSRP1 RYK SCNM1 SEC11C SEMA4D SF3B5 SGK1 SIN3B SIX1 SLC18A3 SLC1A1 SLC20A1 SLC25A25 SLC29A2 SLC35D1 SLC4A8 SNIP1 SNX17 SOX1 SOX5 SPPL2B SPPL3 SRA1 SSNA1 STAT6 SYT5 TBP TBX2 TCF12 TCP10L TGFB1 TGIF1 THOP1 TMEM222 TMPRSS2 TNF TNFAIP8L1 TNIP1 TOMM70 TRIM13 TUBB2A TUT7 TXNIP TXNL4A VCAM1 VMP1 VPS37B VRK1 WBP1 XCR1 ZFP14 ZNF532 ZNF639 GSE43955_TH0_VS_TGFB_IL6_TH17_ACT_CD4_TCELL_20H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43955_TH0_VS_TGFB_IL6_TH17_ACT_CD4_TCELL_20H_UP ACP5 ADISSP ADRM1 AEBP1 AGXT ALKBH5 AMPD3 ANAPC16 ANKH ASCL2 ASGR1 ASIP ATRX ATXN2 B2M BCL6 BMP6 BRWD3 C5orf34 CCL5 CCNG2 CCR6 CD68 CD74 CDC23 CEBPB CETN3 CHPT1 CITED1 CITED2 CIZ1 CNN1 COL13A1 COX14 CRADD CSNK1E CSTF1 CTNNAL1 CXCL2 CXCL3 CYB5R3 CYBB CYP2J2 CYSTM1 DACH1 DBN1 DDX3Y DKK3 DVL3 ECM1 EIF4G1 EPHA6 ESR2 FAM110A FBN1 FCRLA FECH FNDC1 FOS FZD9 GABRR2 GALNT3 GC GEM GFI1 GK GLRX GPAT4 GPR37 GSDME GTF3C1 H3C14 HEPH HNRNPUL2 HOXA11-AS HOXA4 HP1BP3 IDS IER2 IFRD1 IL10 IL16 IL1A IL1R2 INO80C IRS1 JUNB KLF10 KMT2E KRR1 KRT27 LHCGR LHX3 M6PR MAP2K1 MBP MDFI MDM2 MEIS1 MRPL50 MRTO4 MSL2 MTFR1L MTMR9 MXD1 MYH7 MYORG NAB2 NAV1 NEU1 NFKBIZ NNMT NR4A1 PALD1 PAPOLA PCBP1 PCDHA10 PDIA3 PDPN PDRG1 PEBP1 PITHD1 PKD2 PLIN4 POLDIP3 POLE4 POLR2L POLR3A POU3F3 PPARD PPIH PPL PPP3CA PPRC1 PRPS2 PTK2B PTPRR R3HDM1 RABEPK RAC3 RAD9A RALA RARS1 RBM14 RDH16 REX1BD RHOB RLIM RNF4 RPA2 RPP21 RPS10 SAYSD1 SCAMP1 SCOC SEBOX SEMA3C SERPINB5 SGCG SGK1 SIM1 SIX1 SLC25A47 SLC27A1 SLC5A6 SMC4 SNAPC3 SRPRA ST3GAL2 STK16 STX1B SYS1 TARBP2 TBPL1 TBRG1 TCAP TCTA TFAP2A TKTL1 TMEM131 TNF TNFAIP6 TNKS2 TSPAN12 TSR1 TUBB2A TXNDC12 U2AF1 UBE2F UCHL1 UQCC5 VAC14 VASP WASF2 WDR74 ZC3H12C ZFR ZNF146 ZNF260 ZNF362 GSE43955_TH0_VS_TGFB_IL6_TH17_ACT_CD4_TCELL_30H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43955_TH0_VS_TGFB_IL6_TH17_ACT_CD4_TCELL_30H_DN ACTN2 AGTR2 ALAS1 ANAPC4 ANKRD11 ARID3B ARMC10 ATP6V0E1 AURKAIP1 AVPR1A AXIN1 BCL2A1 BCL2L11 BCL6 BLTP3A BTC BTK C19orf73 CAND1 CAPZB CARD19 CBR1 CBX4 CCKAR CCN3 CCNG2 CD3G CD52 CD83 CD8A CDC42EP4 CDK1 CDKN2A CEBPG CEBPZ CHIA CLPX COL7A1 COLQ COMMD4 COPRS COX16 COX6A1 CPSF2 CSF2 CSRP3 CTC1 CXCL2 DDX6 DGUOK DICER1 DNAJA3 DNAJC13 DNAJC17 DPM3 DTD1 DUSP1 DUSP2 DUSP8 EIF3D ELOF1 EMP3 EQTN ERBB3 EVI2A FOXB1 FOXN2 FXYD5 GABARAP GABARAPL2 GCH1 GDI1 GJA3 GNAI1 HCLS1 HDHD5 HPD HSD17B11 IDO1 IFIT1B IL1B IL1RAP IRF7 ITGA8 KIAA0319L KIF20A KIF5C KLF10 KRT1 LLGL2 LONP1 LSR LY9 MAGEH1 MARCHF6 METTL26 MLH1 MPDU1 MRM3 MRPL16 MRPS10 MRPS7 MTMR14 MYBPC3 NAPSA NDUFA4 NFIA NME3 NSMF NUP93 ORC2 PAX5 PBDC1 PDE6D PEA15 PGK2 PGLYRP1 PIM2 PLAT PLK4 PLOD3 PLTP PLXND1 PMM2 POLR1H PRG3 PRPF38B PRR15 PSMA7 PSMB6 PTDSS2 PTER PTPN21 RABGGTA RAC3 RARS1 RARS2 RBM22 RECQL5 RELB RGL2 RIN2 RNF19A RNF19B RPL7L1 RRM1 RSRP1 RYK S1PR4 SBF2 SCRG1 SERPINC1 SF3B5 SIPA1L2 SIRT3 SIX1 SLC25A4 SLC6A8 SLC7A8 SPTAN1 SQSTM1 SRA1 ST3GAL5 SULT4A1 TBXAS1 TCP10L TEAD1 THOP1 TMEM176A TMPRSS2 TNF TNFAIP2 TNFAIP8L1 TNFRSF1B TNFRSF8 TOMM70 TRADD TRAFD1 TRAPPC2L TRIM13 TRIM37 TSSK1B TTC1 TULP2 TWF2 TXNIP UBE2L3 UROS USP29 UTP14A VAMP2 VPREB1 VPS37C WDR20 ZBTB16 ZC3H12C ZNF146 ZNF467 ZNF532 ZZZ3 GSE43955_TH0_VS_TGFB_IL6_TH17_ACT_CD4_TCELL_30H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43955_TH0_VS_TGFB_IL6_TH17_ACT_CD4_TCELL_30H_UP ABCD3 ACBD6 ADGRD1 AGFG1 AMBN AMBP APOB APOF B4GALT3 BAAT BACH1 BATF BCKDHB BIK BMP2K BPNT1 C5 CACNA2D1 CACUL1 CALR CASP4 CCL2 CCL4 CCL7 CD93 CDKN2D CEP89 CFL2 CH25H CLCNKB CMBL CNOT2 COL11A2 COL13A1 COL26A1 COL3A1 CPNE3 CSF2RB CSTF2 CXCL10 CXCL9 CYP11A1 DCLRE1A DDIT4 DHRS7B DPEP1 DPP8 DRD4 DTD2 DTNB DYRK1A EHF EIF1AY EPB41L4B EPHA3 ERRFI1 FABP1 FABP4 FAM3B FASN FCGR2B FGF11 FGF14 FGFR1 FOXN3 FOXQ1 FURIN FXYD1 GADD45A GADD45B GALR3 GBP4 GBP7 GIMAP4 GJA1 GRID2 GTF2F2 GUCA2B HAPLN1 HNF4A HOXB13 HOXB6 HSD11B1 HTR2C IGSF8 IL13RA1 IL17RA IL4R IL6ST ILF2 IRF1 JAK2 KIF1B KLF5 KLHDC2 KLRD1 KRT17 KRTAP13-2 LCP2 LIMK2 LITAF LTBP4 LYST MAG MAP3K8 MAP6 MCM3AP MCOLN2 MEST MET MIDN MT1E MT2A MT4 MTR MYD88 MYH7 MYL6B NAB1 NCR1 NFIL3 NOLC1 NOP58 NR5A1 NUPR1 NXN ORC1 PAH PAX5 PCNP PELO PEX5 PIP4K2C PLCG1 PLSCR1 POU3F1 PROCR PRX PTCH1 PTGER4 PTGS2 PTPN1 PTX3 RAB18 RAB6A RBL2 RBMS1 RCAN1 REG1A REPS1 RFLNB RHOH RMND5A RNF138 RO60 RPGR RPL13A RPS29 SAA2 SARS2 SASH1 SCG2 SELP SEMA3E SEMA6B SERPINE2 SFRP1 SH3BGRL3 SLC12A7 SLC16A7 SLC25A51 SLC30A4 SLC38A4 SLC4A1 SLURP1 SOCS1 SOCS3 SORBS1 SOWAHC SRM STAT4 STX12 STX7 SUSD6 TBR1 TGFB1I1 TIPARP TIRAP TMEM40 TNFRSF1A TXNRD1 UBE2W UBXN11 UNG USF1 VIPR2 WDTC1 XPO6 ZC3H3 ZNF398 GSE43955_TH0_VS_TGFB_IL6_TH17_ACT_CD4_TCELL_42H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43955_TH0_VS_TGFB_IL6_TH17_ACT_CD4_TCELL_42H_DN ABCF3 ACAD9 ACADS ADAM28 ALDH1A1 ANK3 AOX1 ARG2 ARHGAP45 ASPSCR1 ATG12 ATP4B ATP6V0A1 AUH BATF BCKDHA BEX4 BMP4 BPHL BPNT1 BTN1A1 BZW2 C4BPA C6orf89 CA1 CA2 CALML4 CAT CAVIN2 CD320 CDKN2AIPNL CFB CHCHD5 CLCNKB CLEC4F CLPX CPXM1 CSF2RB CSF3R CSN2 CXCL13 CXCL9 DAB2 DCAF12 DCP1A DDT DNAJB8 DNM1 DYNC1I1 EFNB3 ELF5 EZR FABP5 FBXO21 FCER1A FOXD2 GAB1 GBF1 GFUS GGT5 GHRL GIMAP4 GLI2 GLIPR2 GPX5 GRIN2D H3-5 HAL HP HPX HSPB2 ID3 IDE IER2 IFRD2 IL1RN IL4R INPP4A INPP5B INPP5K ITGAE JMJD6 KDM3A KRT77 LCK LDHA LGALS2 LRG1 MAB21L2 MAL MARCKS MCOLN2 MCUR1 MEPCE MESP1 MICOS13 MMP12 MRPL52 MST1 MTM1 MTRF1L MTX1 MYH4 NAB2 NAMPT NAV1 NCOR1 NDRG4 NEK6 NFATC2 NGEF NKAIN1 NNAT NRBP1 NSMCE1 NTF3 NUMB NXT1 NYNRIN OPRK1 OR2H2 ORC5 PAQR7 PAX2 PCBD1 PCSK6 PDE6B PEG3 PFKL PHKG1 PIAS2 PLK2 PNN POU2F3 PRKG2 PROCR PRPF19 PRSS12 PTPN6 RAB3B RALGDS RAP1A RECQL RHOU RIMKLB RIOK3 RNF123 RSU1 RUNX1T1 RYR2 S100A8 SAA2 SCAMP1 SELENOT SELP SEMA3C SEPTIN4 SHMT2 SIM1 SLC1A2 SLC38A4 SLC66A2 SLTM SMYD1 SOS2 SPIC SSX2IP ST3GAL4 STMN4 TAT TBL1XR1 TCF4 TH THBS3 TM4SF1 TMEM222 TMEM268 TMEM41B TMPRSS15 TNFRSF11B TNIP1 TNNT2 TPI1 TRIM47 TRPC4 TUBA4A UGCG UNC5C UPP2 USP38 VAC14 VAX1 WDR45B WNT10A WNT3 ZBTB16 ZFAND5 ZNF274 ZNF600 ZXDB GSE43955_TH0_VS_TGFB_IL6_TH17_ACT_CD4_TCELL_42H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43955_TH0_VS_TGFB_IL6_TH17_ACT_CD4_TCELL_42H_UP ABCB1 ACADM ACKR2 ADAR ADISSP AHNAK ALCAM ALOX12 ANKRD13C AOPEP AP3M1 ARHGAP39 ARPP19 ASF1A ASF1B ATN1 ATP5F1C AUP1 BCAR1 BCL7C BOP1 BRI3 C1R C6orf62 CACNB3 CAPN2 CARD19 CAV1 CDH5 CDK2AP1 CENPL CES3 CKM CLIC3 CMTR1 CSNK1A1 CSRP3 CST8 CXCL2 CXXC5 CYBA CYP1B1 CYP4A22 CYTH3 CYTIP DAB1 DAXX DDHD2 DEAF1 DIDO1 DOCK7 DPP3 EFNB2 EIF3D ELP3 EPHA6 ESRP1 EVI5 EVL EVX1 FBXL15 FERMT2 GABARAPL1 GALNT3 GDI1 GLUD1 GM2A GPN3 GRK5 GSPT1 HDC HGFAC HMGCR HSPA1B ICAM1 IFIT1B IFIT3 IL15RA IL1R2 IL1RL1 INSR IRF1 IRF7 IRF9 ISG15 ISOC1 KCNK3 KCNN4 KIF1B KIF1C KLF12 KLF2 LAP3 LDLR LGALS3BP LSM14A LSS MACIR MAIP1 MAPK14 MBP MEIS2 MFSD14B MNS1 MOB1A MRPL34 MRPL58 MRPS17 MRPS28 MX1 MX2 MYBBP1A NAA38 NACC2 NDE1 NDUFA9 NELL2 NMRK1 NSG2 NSMCE3 NUP54 OLR1 OST4 OTULINL P2RY1 PCGF5 PDE8A PDZD11 PEBP1 PEX7 PFKFB2 PHTF1 PIAS1 PIGU PLAT PLAUR PLEKHB2 PMP22 PPP2R5A PRDX1 PRDX6 PRLR PRRC1 PSMB8 PTGES3 PURA RAB3A RAB5B RABGGTA RASSF2 RBM42 RCAN1 RCVRN RIOX2 RNH1 RPL28 RPP21 RPS5 RRAGC RRH RSAD2 RTN4 SAP30BP SART1 SEMA4D SERPINB5 SH2B3 SHBG SIGMAR1 SLC25A19 SLC35B2 SMC6 SPSB1 SSU72 ST6GALNAC4 ST8SIA4 STARD3 STXBP1 SUGT1 SUN2 TAF6 TAP1 TM9SF1 TOMM70 TOR3A TP53BP1 TPGS2 TRAFD1 TRAIP TRIM25 TSEN15 TTC3 TTL TXNL1 UBE2G1 UCHL1 VPREB3 VPS26B WASHC2A ZNF574 GSE43955_TH0_VS_TGFB_IL6_TH17_ACT_CD4_TCELL_4H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43955_TH0_VS_TGFB_IL6_TH17_ACT_CD4_TCELL_4H_DN ABCC1 ACAD9 ACKR3 AGRN AKAP9 ALCAM ARMC1 ATP6V1E1 AZI2 BCL2A1 BCL2L11 BLNK BRI3 BRK1 C1QB C9 CACNB3 CBX7 CCL22 CD2AP CKB CLDND1 CLEC4D CLK2 CMPK2 COL2A1 COLGALT1 CRLF3 CSF1R DAP DAXX DCAF12 DYNC1H1 DYRK1B E2F8 EIF1 EIF4A2 EMC6 EPB41L1 ESRP2 ETAA1 F11R FAM107B FAM151A FAM20C FBP1 FBXO9 FRMD6 FUCA1 G3BP1 GFRA3 GGA1 GJA4 GNAI2 GNAT1 GORASP2 GRAP2 GRB7 GRIN2A GRIN2B GTF2B HCLS1 HDGF HES5 HLA-G HPCAL1 HSPA1B IDI1 IFIT2 INSRR IRF5 IRF7 IRF8 IRF9 IRS1 ISCA2 ISG20 ITGA4 ITGAX KCNAB1 KCNQ2 KIAA0930 KLF5 KRT12 LARP4B LCP1 LGALS8 LIMD2 LIPA LMNA MADCAM1 MAFK MAGOH MAP2K7 MAPK14 MATN2 MEF2A MEF2B MEMO1 MFSD1 MFSD5 MNS1 MRPL9 MVK MX1 MX2 MYADM MYOC NCF4 NFKBIZ NKX2-2 NPC2 NSG2 NUP54 OPRK1 ORC2 PAPOLB PAX6 PCBP1 PEX19 PGRMC2 PIGK PITPNC1 PLIN2 PLXNA3 PMP22 POU2AF1 PPP3CB PRPF6 PRRC1 PRUNE1 PSIP1 PSMB9 PTPRCAP RACK1 RAMP2 RAP1GAP RBPJL REEP5 REN RESP18 REXO1 RHAG RHOB RNASET2 RNF123 RNPEP RSAD2 RUNX1T1 SCAMP2 SCHIP1 SEC11C SEMA5B SF3A2 SLC25A48 SLC35E4 SLC4A8 SMAD3 SMS SNX21 SRA1 SREBF1 SRP68 SSR3 ST3GAL1 ST3GAL5 STAU1 STK10 STX3 STX6 SUSD6 SYNGR1 TAP1 TAPBP TAX1BP3 TBC1D1 TES TESK1 TLR7 TMEM223 TNFRSF4 TNFSF9 TOR1AIP2 TOR3A TP53INP2 TPD52L1 TRAF1 TRIM21 TRIM25 TRIM37 TWIST1 UCP2 UQCRC2 USP18 USP48 VCAM1 VIM VPS37C WWTR1 ZFP36L2 GSE43955_TH0_VS_TGFB_IL6_TH17_ACT_CD4_TCELL_4H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43955_TH0_VS_TGFB_IL6_TH17_ACT_CD4_TCELL_4H_UP AATK ACTN1 ADAMTS1 ADGRG3 ADSS2 AGFG1 AKTIP ANP32A B2M B4GALT3 BACH1 BIRC3 BMP2K BMPR1B BOLA2 BRWD3 BTF3 BTG1 C5orf34 C8G CACNA1A CASK CASP8AP2 CBX7 CCL4 CD86 CEBPD CEP350 CHMP6 CHMP7 CIT CKB CLTA CMTM6 CSF2RA CSF3R CTSZ CXCL9 CYB5R4 CYP2C19 CYRIB DDX3X DKK3 DNAJC9 EIF1AY EIF2S2 EIF4G1 EIF6 EMC10 EPHA7 ERP44 ERRFI1 FABP4 FAM120A FBXO21 FBXO8 FCGR1A FDPS FGL2 FKBP1A FKBP9 GADD45G GALNT11 GAR1 GBP4 GFI1 GJA1 GNAI1 GNAQ GNG12 GP9 GPR132 GSDME H1-2 H3-5 HDAC2 HEPH HERC4 HFE HK2 HLX HNRNPA3 HNRNPH2 IL15 IL18BP IL1R1 IL2RB IL4R IL6 IRF1 IST1 ITGA4 JAK2 JUNB KCNK3 KDM5D KIF5C LBR LYN MAP2K1 MAP3K1 MAP3K8 MCOLN2 MEIS1 MEST MKRN3 MLLT1 MRPL13 MRPL23 MRPL37 MT1E MT2A MTDH MTMR9 MYD88 NAA30 NADK NEU1 NFIL3 NMT1 NNMT OGFR OMD ORC2 OSBPL11 OTULINL PAG1 PARD3 PARG PDCD1 PDE8A PGRMC1 PHB2 PLA2G4F POLR1C POSTN PPP1R15A PROCR PSEN1 PSMA3 PSMD14 PTDSS1 PTGER4 PTGS2 PTPN6 RALA RBBP7 RCAN1 RELB RGS2 RHOH RNASE3 RNF149 RPA2 RPE RPP14 RPP21 SAA1 SARS1 SAYSD1 SEBOX SEC14L2 SELE SELP SGCG SHROOM3 SIX1 SLC11A1 SLC4A7 SLC7A1 SNX5 SOCS3 SOX11 SPHK1 SPRED2 STK11 TANC1 TARS2 TBC1D10A TBRG4 TBX6 TFAP2A TGFBI THBD TNFAIP6 TNKS2 TSPAN5 TTC27 TUBGCP3 UGCG VAPA WDHD1 WDR82 ZFAND5 ZFR ZNF146 ZNF260 ZNF436 ZNF703 ZZZ3 GSE43955_TH0_VS_TGFB_IL6_TH17_ACT_CD4_TCELL_52H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43955_TH0_VS_TGFB_IL6_TH17_ACT_CD4_TCELL_52H_DN ABCA2 ACTN2 ADAM28 AGFG1 AGTR2 ALAS1 ALDH7A1 ALOX15B APCS APLF APLN APOC1 APOF AQP8 ARHGEF28 ARMC10 ATP1B1 B3GNT2 B4GALT3 BACH1 BARX1 BCKDHB C19orf12 C19orf53 CADPS CBFA2T3 CBX7 CCT6B CD3G CD8A CDH5 CDK2AP1 CDKN2A CDKN2D CEBPD CELF4 CH25H CHGA CISH CLEC3B COL11A2 COL13A1 COL1A2 COMMD1 COMMD5 COPB1 CPNE3 CTSK CXCL9 CYP3A4 DCLRE1A DERL2 DMBT1 DNAJA3 DTD1 ECHS1 ECI1 EHF ENTREP3 EPYC ERRFI1 EXT2 FAM3B FCER2 FCGR2B FGF6 FHOD3 FSTL1 GADD45A GADD45G GALNT1 GHRHR GJA1 GLCE GNA13 GNAI1 GNG10 GRIN2B GUCA2B H1-8 HAL HAPLN1 HDHD5 HLA-DMA HLA-G HOXA1 HOXB13 HPX HS3ST3A1 HTR2C IFIT1B IL17RA IL1RN INPP5D IPO8 IRF3 ITSN1 KCND3 KCNH1 KRT7 LHX9 LPL LSS LY6E LY86 LYSMD2 MAP3K1 MAP3K8 MAPK6 MBD6 MCFD2 MIDN MRPL57 MT1E MYD88 MYO1B NCR1 NEK2 NELFCD NFIA NFIB NID2 NPY1R NSMF NUDT3 ORC4 PAK2 PAX5 PGLYRP1 PIK3CD PIM2 PITPNM1 PLAT PLSCR1 PLXND1 POPDC3 PPIE PROCR PRX PSMD5 PYGO2 RAG1 RARA RBM10 RBM22 RBMS1 RNF38 RPGR RPL30 RSPO2 SAA1 SALL3 SCAF8 SELENBP1 SEPTIN1 SF3A1 SF3B5 SFRP1 SFRP4 SIRT3 SIT1 SLC10A2 SLC12A7 SLC25A4 SLC2A2 SLC30A4 SMARCA4 SNAI2 SOCS3 SOWAHC SPATA13 SREBF1 STARD3 STX12 SULT4A1 SYTL4 TAX1BP1 TBC1D24 TGFB1I1 THEG TIMM10B TIPARP TMEM176A TMEM40 TNXB TRAK1 TRIM11 TTC3 TWSG1 TYR USF1 UTP14A VAMP2 WNT1 YWHAB ZFAND5 ZG16 ZNF282 ZNF532 ZNHIT1 GSE43955_TH0_VS_TGFB_IL6_TH17_ACT_CD4_TCELL_52H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43955_TH0_VS_TGFB_IL6_TH17_ACT_CD4_TCELL_52H_UP ACO1 ACP5 ACRV1 ADCY3 AGXT ALKBH5 ANAPC15 ANAPC16 AQP1 AREG BAG2 BCL2A1 BCL6 BUB1 C15orf39 CACNA1G CAMK2B CASP3 CASQ2 CCNG2 CD2 CDC20 CDK14 CDKN2AIPNL CHD4 CITED2 CLOCK CNTFR CPS1 CRADD CSF1 CSF2 CUL2 CXCL2 CXCL3 DACH1 DARS1 DCAF1 DDIT3 DERL2 DMRT1 DUSP1 DUSP6 EHHADH ELOA ENSG00000286190 EZH2 FAM110A FBN1 FCRLA FEN1 FGF10 FHL1 FKBPL FLCN FOS FRK FTL G0S2 GAB2 GABRR1 GDF9 GEM GLRX GLYR1 GNA15 GPAT4 GPC4 GPR65 GTPBP2 HERPUD1 HOXA4 HPGD HSP90AB1 HSPA1A HYOU1 IFRD1 IGFBPL1 IKZF2 IL1A IMPACT IPO4 IRF5 ISLR ITM2B JUNB KDM3A KLF10 KMT2E KRR1 KRT12 KRT16 LHCGR LIG3 LMO4 LRP2 MADCAM1 MAPK8 MAPKAPK2 MBTD1 MCM5 MDM2 MERTK METTL17 MMP24 MPHOSPH10 MRM3 MRPS12 MRPS24 MSH3 MYBBP1A MYL3 MYORG NFE2L2 NFKBIZ NKIRAS2 NR4A1 NTF3 P3H3 PALD1 PCBP1 PCDHA10 PDGFB PDRG1 PDXK PEBP1 PHKB PHKG1 PHLDA1 PLAUR PLIN4 PODXL POLG POLR3A PRKD2 PRPH2 PSENEN PSMC4 PTPRF REM1 RHOB RLIM RNASE1 RNF141 RPS6KB1 RSRP1 SCAMP1 SCN1A SCOC SEMA3C SERPINA12 SGK1 SH3BP2 SH3D19 SIM1 SIX1 SLC1A2 SLC20A1 SLC25A25 SLC7A7 SLC7A8 SMNDC1 SNX3 SOX1 SOX10 SPEG SPICE1 SPINK4 SPOCK1 SRP68 ST3GAL2 STAB1 STMN3 STX1B TAGLN TBPL1 TLCD4 TMEM266 TNF TNIP1 TOP1 TRIM13 TSR1 TUBA1C TUBB2A TXNIP UNCX VAC14 VEGFA VPS37B WNT2B WNT3 YJU2B ZC3H12C ZFP57 ZIC4 ZNF276 ZNF326 ZNF638 ZNHIT1 GSE43955_TH0_VS_TGFB_IL6_TH17_ACT_CD4_TCELL_60H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43955_TH0_VS_TGFB_IL6_TH17_ACT_CD4_TCELL_60H_DN AATK ABCB9 ACLY ADA ADAM7 ADCK1 ADGRG3 AGAP1 AGL AIP ANGPTL4 ANK3 ANKH AP1AR APOE ARID3A ASPM ATP6V1H B4GALT6 BAAT BCAS3 BCL2 BMPR1B CALR CAMK2A CAMP CANX CAPN5 CBFB CCR5 CCT6B CD86 CDH11 CEL CNGA3 COL11A1 COL6A2 CPLX1 CRYGB CTPS1 CTSG CTTN CXADR CYP2C19 DCC DDIT4 DLG4 DNM1L DXO ECE1 ELAVL4 ELF3 ENC1 ENPP1 EXOSC5 EXOSC8 FAAH FAM216A FANCC FBN1 FDXR FGF2 FLNB FN1 FOXA2 FRMD6 FZD2 GABRA1 GLIPR2 GLRA1 GPN1 GSTM3 H6PD HBG2 HDAC7 HGSNAT HNF4A HNRNPH2 HOXB4 IDH3B IKZF2 IL15 INTS7 ITGA7 ITGA8 KCNJ11 KDELR1 KLF10 KLRG1 KRT17 KRTAP19-5 KRTAP20-2 LAMB2 LGI4 LRBA LRG1 LRPPRC LTBP2 MAP4K4 MKRN3 MMP8 MRPL14 MRPL55 MT3 MTMR9 MX1 MYL6 NADK NCK1 NDUFS6 NME1 NOTCH1 NOTCH2 NPL NQO1 ORC1 PAX9 PEPD PHGDH PIM3 PLA2G4F POLR1A POU2F3 PPFIA4 PRKAR1B PSCA PSMD5 PTER PTPN5 RAB33A RAE1 RALA RBM17 RBM4 RFC3 RGS2 RHOD RNF114 RNF123 RNF14 RPL39 S100A16 S100A6 SALL4 SDF2 SEL1L2 SEMA4B SERPINA12 SERPINB2 SERPINE2 SGTA SH3GLB1 SLC10A3 SLC22A4 SLC22A5 SLC30A3 SLC38A4 SLC44A1 SLC6A18 SLC7A1 SNX9 SOX11 SPRED2 SPRR2A SRCAP SRSF2 SRSF7 ST6GALNAC3 ST8SIA3 STAG2 STK11 SUPT6H TAT TBX15 TGFBI THBD TMEM176B TMEM40 TNFRSF4 TSC1 TTR TUBA1A TUBA8 TXNL4A TXNRD3 UBE3A UBXN11 UGT2B10 UPP1 VAX1 WDFY2 WDHD1 YES1 ZDHHC5 ZIC4 ZNF292 ZNF600 ZRSR2 ZSCAN26 ZYG11B GSE43955_TH0_VS_TGFB_IL6_TH17_ACT_CD4_TCELL_60H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43955_TH0_VS_TGFB_IL6_TH17_ACT_CD4_TCELL_60H_UP A2M ABCC1 ACKR4 ACYP2 ADAM23 ADGRE5 ADRB2 AGER AGTRAP AIF1 AKAP8 AKIRIN2 AMBRA1 ANAPC1 ANG ARL6IP4 ARNT2 ARX ASB6 BAAT BMPR1A BPNT1 C15orf39 C19orf73 C3AR1 C8G CAPN6 CCS CD7 CDC42EP4 CDCA5 CDK2 CHRNG CLEC4E CLEC4F CNGA2 COL4A3 CPSF2 CPSF7 CSF2 CTNNA2 CXCL2 CXCL3 DLX6 DNAJA1 DNMT3A EDN2 ENDOG ENOPH1 ERGIC1 ERN2 FABP6 FAM89B FBXL3 FEZF2 FGFR1OP2 FLOT2 FMNL3 FNTB FOXC1 FUT8 GABARAPL1 GAL GALT GDF15 GHRH GOT1 GPC4 GPX1 GRIN2D GRSF1 GSG1 GTSE1 GYS1 HAND1 HBS1L HCK HIPK1 HIVEP3 HLA-DOB HNRNPAB HOXC8 HSPA1A ICA1 IER2 IFRD1 IFT27 IL1A ING4 IQGAP3 ITGA2 ITPK1 KAT7 KCNA3 KCNK4 KCNMA1 KCTD10 KL LAMC2 LGALS9B LHX6 LRPAP1 MAGED2 MAP3K2 MAP4K1 MAPRE3 MCUR1 METAP2 MID1 MIX23 MMP11 MMP15 MOS MRPL54 MRPS33 MSLN MTOR NAB2 NECAP1 OCEL1 ONECUT1 PAFAH1B2 PARN PAX1 PDE1B PDS5B PEX13 PFKFB1 PKP1 PLA2G4A PML PNPO POLR1B POLR3D PPIC PPP2R5A PPP2R5C PREB PRPS2 PRRC1 PSMD3 PSMG1 PTPRJ PXN RAD54L RASD1 RASL11B RBL1 RDH5 REG3G RFC1 RHOB RNF114 RPRM RPS14 RPS6KA3 SAP30 SCN8A SEC11C SEMA3A SLC25A10 SNRNP27 SNRPB2 SNTB1 SOX1 SPATA5 SRP19 ST6GALNAC1 STK24 STX18 SUB1 TAL2 TBC1D1 TCIRG1 TESK1 TGFB3 TIAL1 TM4SF1 TM4SF5 TNF TNFRSF18 TNIP1 TSG101 TSSK2 TWIST2 TXNIP UBA7 UBE2T URI1 USP42 VAC14 VASP VNN1 VRK3 WASF2 WRNIP1 XCL1 ZBED3 ZBTB14 ZNF639 GSE43956_WT_VS_SGK1_KO_TH17_DIFFERENTIATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43956_WT_VS_SGK1_KO_TH17_DIFFERENTIATED_CD4_TCELL_DN AARS1 ABCB8 ACOD1 ACSL4 AGFG1 AHNAK AIFM1 AMZ2 ANKRD40 AP3D1 APBB1IP ARF4 ATAD2B ATP11A ATP13A3 B3GALNT2 BCL2A1 BCL2L11 BMI1 BMP2K BRI3 C1D C2orf80 CAB39 CAPN7 CBFA2T2 CBX5 CCNG2 CDC42EP4 CDK14 CDV3 CEP350 CGGBP1 CISD1 CITED2 CLEC4D CLEC4E CNBP CNPY2 CORO2B COX6A1 CSF2RA CST3 CTNNB1 CXCL2 CXCL3 CYFIP1 DDX18 DIPK2A DNAAF10 DNAJB6 DUSP1 DUSP16 DUSP2 DYNC1H1 EFNB2 EGR1 EHD1 EIF3D ERP44 FCHO1 FEM1B FOXK1 FOXN2 FPR2 FXYD5 GADD45B GAPDHS GCH1 GCSAM GLO1 GORASP2 GPR37L1 GPR65 GSTO1 GSTT1 GTF2A1 HK2 HMBOX1 HNRNPR HRK HSD17B7 HYAL2 ID3 IFRD1 IL10 IL11RA IL15RA IL1A IL4I1 KCTD20 KLF6 KPNA4 LGMN LPCAT3 MANF MAP3K3 MARCKS MCOLN2 MDM2 MFSD14B MIEN1 MKI67 MMP13 MOV10 MPHOSPH9 MRAS MRPL24 MRPL9 MUC1 MYH2 NAT2 NDST2 NEK7 NFE2L2 NIPBL NOG NR1H3 NR4A1 NREP NTHL1 OSER1 OTULINL PAG1 PCBP4 PDCD6 PELI1 PEX2 PHC2 PHLDA1 PI4K2A PKLR PLA2G5 PLIN2 PMM2 PRDX5 PSMB5 PTBP3 PTER PTGER4 PTK7 PTPN11 RAB24 RBM39 RBMS1 RCL1 REEP6 RHOB RNF138 S100A11 SBF2 SGK1 SHD SLC25A53 SLC38A2 SLC4A1AP SLC8A1 SMAD4 SMIM7 SNRNP27 SNX14 SNX4 SOS2 STRN3 STX12 STX5 SUSD6 SYNCRIP TARBP2 TAX1BP1 TBC1D15 TCF12 TES TGIF1 TMEM230 TNF TNIP1 TOR1AIP2 TRAF1 TRAK1 TRIR TSC22D1 TSG101 TULP4 TWIST2 UBE2B UBXN4 UCHL5 UGCG UTY VPS45 VWF WAS WSB1 XPO1 ZBTB16 ZC2HC1C ZC3H12C ZFAND2A ZNF644 GSE43956_WT_VS_SGK1_KO_TH17_DIFFERENTIATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43956_WT_VS_SGK1_KO_TH17_DIFFERENTIATED_CD4_TCELL_UP AADAT ACADS ACOT2 ADH7 AGR2 AKR1C4 ALDH1A1 ALX4 ARHGEF25 ARL10 ASGR2 ATP9A B3GALT4 B4GALT1 BAIAP2 BATF3 BCAT1 BEX4 BHMT2 BIK CACNA1B CALB2 CANX CCKBR CCNB1IP1 CDC20 CDC25C CDH6 CENPC CEP89 CHERP CHGB CHRNA7 CINP CIPC CLN8 CNGA1 COL9A3 COPZ2 CPA3 CSF3 CST7 CTDP1 CTSW CYB561 CYBC1 CYP1A1 DAO DDX10 DHODH DHX30 DNM2 DNPEP EFNA1 EGFL8 EIF4ENIF1 ENPP2 EPHA4 ERF EXOSC5 F7 FABP5 FAHD1 FAM216A FAM220A FAM241A FAM53A FBXO6 FEZ1 FEZF2 FGD1 FGR FHL2 FIGNL1 FLVCR2 FOXA3 FRAT2 FTL FZD7 GABRG1 GATA1 GGA2 GNAT1 GSTM1 GTPBP2 HAND1 HLX HOXB6 HOXD13 HOXD8 HP HS3ST3A1 HSD3B1 HTR1A HYOU1 IBSP IFI27 IFNA1 IKBKG IL18RAP IL7 INO80C IQGAP3 ITCH ITGB4 JAM3 KCNJ11 KERA KLK4 KRT20 KRT31 LCK LEPROT LHX8 LHX9 LIPC LTBP2 LYPLA2 MAGEB4 MAT1A MBD4 MECR MEG3 MMP16 MRPL48 MUC13 MYLK NDUFS4 NEUROG1 NF2 NR5A1 NRSN1 OPN1LW OXNAD1 PCK2 PDX1 PDZK1 PENK PFKFB3 PIGR PLP1 POLD3 POLR1C POU2AF1 PRADC1 PRG2 PRKACA PSMB10 PTGER1 PTTG1 QDPR QRSL1 RACK1 RAD23B RCN3 RMC1 RNF26 RPAP3 RSPO2 S100A3 SERAC1 SFN SLC2A1 SLC35C2 SLC38A5 SLC6A12 SLCO5A1 SMYD2 SMYD5 SNHG11 SPOP SST SUGP2 SYNE4 SYNJ2BP TAF1B TANGO2 TARS2 TBRG4 TCF7 TEAD1 TIAM2 TIMM10 TM2D3 TM7SF2 TMEM141 TMEM259 TMEM70 TNFAIP8L1 TRAIP TRDMT1 UPP1 WNT3 WT1 YIPF3 ZBTB37 ZFAND5 ZFTRAF1 ZNF326 ZNF35 GSE43957_UNTREATED_VS_NACL_TREATED_ANTI_CD3_CD28_STIM_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43957_UNTREATED_VS_NACL_TREATED_ANTI_CD3_CD28_STIM_CD4_TCELL_DN ABHD14A ADARB1 ADCY4 ADORA2B AGFG1 AHR ALDH3A2 ALOX12B AMBP ARFRP1 ARHGAP1 ARPC1A BACH1 BCL2L11 BGN BHLHE40 BNIP3L BPGM BPIFA2 C1D C3 C5orf15 CAMSAP1 CASP6 CCL13 CCL7 CCN1 CD40 CDK2AP2 CDK5 CDKN2D CELF2 CEP350 CH25H CISD1 CKAP4 CLIC4 COPS5 COQ3 CSNK1A1 CTPS2 CXCL9 CYTH1 DCTN3 DDIT4 DDX18 DENND5A DNAAF10 DR1 DUSP16 DUSP2 EEF1B2 EGF EGR2 EIF1AX EIF1AY ENTPD7 ERP44 ERRFI1 ETFB FABP7 FBXL5 FCGR1A FEM1B FGA FMR1 FOXM1 FXYD5 FYN FYTTD1 GADD45A GADD45B GK GLA GLRX3 GMPPB GRN GRSF1 GTF2A1 HK2 HLX ICAM1 IL10 IL17RA IL18R1 IL4R IRF1 IRF8 KDR KIAA2013 KPNA3 KPNB1 LATS2 LGMN LTF MAP3K8 MAPK6 MARCKS MCOLN2 METAP1 MIDN MIEN1 MMP15 MRAS MRPL35 MRPS18B MRPS25 MRPS26 MRPS34 MT1E MT2A MTHFD2 MYD88 MYH2 NAPSA NBL1 NDUFA2 NDUFA9 NDUFB10 NDUFS3 NEUROG2 NFIL3 NICN1 NNMT NOC4L NOCT OGA ORC2 OTULINL PAFAH1B2 PCBD2 PDPN PLA2G5 PLGRKT PON3 PRDX4 PREPL PROCR PSMB5 PTGER4 PTPN11 RAB18 RAB24 RAC3 RAN RCAN1 REEP6 RNF19B RNH1 RRN3 SAA1 SBF2 SDHD SEC63 SELE SELP SELPLG SEMA6B SH2B3 SLC1A4 SMS SNAP23 SNX12 SOS1 SPHK1 SPPL3 SSU72 STRN STRN3 STX5 STX7 SUGT1 TAC1 TADA1 TBC1D15 TBC1D22A TIMP3 TMEM222 TNFRSF1A TOR1AIP2 TSG101 TSPAN4 TUBB6 TWIST2 TXNDC16 TXNRD1 TYSND1 U2AF1 UBE2D2 UBXN4 UGCG VCP VPS13C VPS37C WIPI2 ZFAND2A ZFAND5 ZNF207 ZNF598 ZNF703 GSE43957_UNTREATED_VS_NACL_TREATED_ANTI_CD3_CD28_STIM_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE43957_UNTREATED_VS_NACL_TREATED_ANTI_CD3_CD28_STIM_CD4_TCELL_UP ABCC8 ACHE ACTG2 ACTR1B ADCK1 ALDH7A1 ALDOB ALX4 ANAPC1 ANGPTL4 ANKIB1 APRT ATP9A AVPR1A BAAT BEX4 C1QTNF1 C1R C5 CACNA1B CALML5 CANX CAPN9 CASK CCKBR CCNB1IP1 CD4 CD80 CHAF1A CHCHD5 CHIC1 CHRNA6 CLDN2 CLN8 COL2A1 COL5A1 COL9A3 COX4I1 CPA3 CRK CST9L CTDP1 CTNNBIP1 CTSG CYP1A1 CYP1A2 DAPK2 DEF8 DIAPH1 DNA2 DNAH8 DNAJA3 DTX1 EFNA1 EFNA2 EIF2B4 ELF3 ELOA ENPEP EPB41L4B EPHA4 EXOSC5 F2RL2 F7 FADD FAHD1 FAM83H FAU FGF7 FICD FIGNL1 FOS FOSB FOXA2 FOXA3 GABRA3 GART GATA1 GJB3 GNB3 GNG3 H3-4 HINFP HLA-B HOMER1 HOXD13 HPS1 HS3ST3A1 IFT81 IKBKE IL12A IL4 IL7 INTS14 ITGA4 KCNA2 KCND2 KCNJ11 KCNJ8 KDELR2 KLF10 KRR1 KRT15 KRT27 KRT7 LAPTM4B LCAT LDB1 LEPROT LMX1B LRBA LSP1 LTBP2 LUC7L2 MAT1A MELTF MMP17 MMP7 MOV10 MRPL2 MT4 MX2 MYBL2 MYH1 MYO1B NAPB NEXMIF NRCAM NTSR1 OPN1LW OR13J1 OR2S2 PAPSS2 PCID2 PCSK6 PDGFRA PDLIM4 PELI1 PHF12 PHF7 PKN2 PLA2G2C PLAC1 PLBD1 PNKD PRR5 PTHLH PTPN5 RAMP3 RBM25 REG3A RFC3 RHAG RNF123 RO60 RRH RTL6 RUFY1 SCN1A SEC11C SEMA4B SERPINA10 SERPINB1 SGO1 SGTA SHBG SHE SLC22A4 SLC35C2 SLC44A4 SLC6A18 SNRPB2 SNW1 SPCS2 SPINT2 SPOUT1 ST3GAL2 SYNGR2 SYNJ2BP TAT TBC1D24 TBRG4 TEKT1 THUMPD1 TOMM20 TRPC1 TSKU TUBA4A TXK TYMS UBAP2L UBC UPP1 VLDLR VTN ZIC4 ZNF467 ZRSR2 ZSCAN2 ZYG11B GSE44649_NAIVE_VS_ACTIVATED_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE44649_NAIVE_VS_ACTIVATED_CD8_TCELL_DN AAMDC ABRAXAS1 ACTL6A ADGRL3 AHRR ALDOC ALG10 AMOT AMZ2 ANP32E AP1S3 ARFGEF2 ARHGAP21 ARHGAP5 ATAD2 ATP5IF1 B3GALNT2 BEX3 BLM BORA C12orf57 C18orf54 C1orf112 CAAP1 CCNE2 CD9 CDC14A CDC25C CDKN2AIPNL CDPF1 CENPK CENPO CEP20 CERT1 CFAP97 CHML CKS1B CLIP1 CLTRN COQ3 COX7A2L CTNS CYP4V2 DAPK1 DCAF12 DCUN1D1 DCUN1D4 DEPDC7 DHODH DIAPH2 DSCC1 DZIP3 ECHDC1 EFCAB7 ELP1 EML4 ENGASE ENTPD5 EPCAM EPM2AIP1 FAM120A FIGNL1 FLI1 FNDC5 FNTA GAS6 GEMIN6 GLO1 GNG2 HAUS4 HAUS6 HCFC2 HDAC2 HECA HPS4 IGIP IMMP1L IMPA2 INPP1 INSR IPO11 IPO7 IRF2BPL KBTBD8 KCTD16 KDM7A KIFBP KLF10 KLHDC10 LDB3 LEPROT LIN54 LRR1 MAP4K2 MARVELD2 MBLAC1 MBNL3 MBOAT1 MBTPS2 MCCC2 MCEE MCPH1 METTL21A MIB1 MIS18A MNS1 MPHOSPH6 MRPL50 MRPS25 MSL2 MYG1 MYOM1 MZT1 NAA50 NDUFA13 NDUFB8 NEURL1B NFS1 NFYB NPAT NSL1 NTAQ1 NTMT2 NUDCD1 NUP210 NUP37 NUS1 OLIG2 OSGEPL1 PANK1 PBXIP1 PCBD2 PCCB PER3 PHC3 PIGF PIN4 POLA1 PPP3CA PRADC1 PRKAG2 PRKCI PSMA8 PSMC3IP PTEN PTGR2 PURA QDPR R3HDM1 RAB33B RAB38 RCOR1 RIDA RNF144B RNF168 RNFT1 RNLS RPP14 RRM1 RWDD3 RWDD4 SCP2 SELENOT SHPRH SHQ1 SKP2 SLC19A2 SLC25A26 SPC24 SREK1IP1 SRSF1 SSX2IP STIM2 TBL1XR1 TENT4B TERF1 TEX2 TFDP1 TIMM21 TIRAP TM9SF3 TMEM109 TMEM135 TMEM241 TMEM98 TP53INP1 TRAPPC13 TRPM2 TTC13 TUBE1 TVP23B TXNDC12 TYW1 UBE2T UBR1 UQCR11 USP6NL VSIR ZNF141 ZNF569 GSE44649_NAIVE_VS_ACTIVATED_CD8_TCELL_MIR155_KO_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE44649_NAIVE_VS_ACTIVATED_CD8_TCELL_MIR155_KO_DN ACVR2A ADCY7 AFF4 ALG10 ANKRD10 AP1AR AP5M1 ARHGAP15 ARHGAP6 ARID2 ARID4B ASF1B ATAD5 ATP11A BDP1 BLZF1 BMT2 BORA BRIX1 BTBD10 C14orf28 C18orf54 C1GALT1 C7orf25 CASP7 CCDC88A CCNE2 CD274 CDC25C CDK7 CDYL CEP192 CEP70 CERT1 CHEK1 CIAO2A CLINT1 CNEP1R1 CNNM4 COG5 CREBL2 CSGALNACT2 CSTF2 DCTN6 DDX52 DENND4C DEPDC7 DHODH DPY19L4 DYM DZIP3 EFCAB7 EPS8 FAM156A FBXL5 FBXO11 FBXO3 FLVCR1 FOXN2 GABPA GALNT11 GCA GNA13 GNPNAT1 GPM6B GPR155 GPRASP3 GRSF1 GTF2A2 H2BC13 HACL1 HAUS6 HEATR5B HSDL2 ICAM2 IFIT1 INTS12 INTS6 IRF4 ITGAL KATNBL1 KBTBD7 KBTBD8 KIAA0586 KIF9 KIFBP KLHL20 KLRD1 KMT5B LIMS4 LIN54 LRBA LRIF1 MAN1A1 MED14 MED23 MELK METTL15 MTFMT MTMR6 MYEF2 MYO5A NCBP2 NFS1 NKRF NPAT NUP160 NUP205 NVL ORC4 OSGIN2 P2RY10 PANK3 PAPOLG PARP1 PARP8 PBRM1 PDCL PDE3B PDSS1 PEX12 PGM3 PKN2 PLPP5 PLS3 POLK PRIM2 PRKAR2B PRORP R3HDM1 RAB21 RAD51AP1 RALGAPA1 RASAL2 RASGRP3 RBM34 RBMX REL RFC5 RIF1 RIOK2 RIPOR2 RND3 RNF13 RNFT1 RNLS RNPC3 RP2 RPE RPS6KA3 RPS6KB2 RREB1 SCAI SFT2D3 SHPRH SIRT1 SLAMF6 SLC14A1 SLC19A2 SLC25A40 SLC30A6 SLC31A1 SLC35E2B SLC39A10 SMARCAD1 SMIM3 SMURF2 SNAPIN SNORD89 SPECC1 SSC5D STRADB SUCLG2 SUCNR1 TAF2 TBP TCERG1 TIRAP TMED5 TMEM263 TPK1 TRDMT1 TRMT11 TRNT1 TSPAN2 TTK TULP4 USP38 USP45 WASL YTHDC2 ZBTB33 ZFAND4 ZFP36L1 ZFP62 ZFYVE16 ZNF157 ZNF546 ZNF654 ZNHIT3 GSE44649_NAIVE_VS_ACTIVATED_CD8_TCELL_MIR155_KO_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE44649_NAIVE_VS_ACTIVATED_CD8_TCELL_MIR155_KO_UP AHR ANKRD17 APLP2 ARCN1 ARPC3 BTG3 BYSL CAB39 CASP4 CCDC115 CCL4 CD5 CDCA4 CENPC CFI CGGBP1 CHD1 CHKA CHMP1B CHORDC1 CHPF CLGN CLOCK CMTR2 CNOT8 CNTN3 COP1 COPG1 COX6A1 CPA3 CRISP3 CRNKL1 CSTB DCAF13 DDX21 DDX50 DNAJB9 DNPH1 EFNB3 EIF1 EIF2S2 EIF3A EIF5 EMC6 ENOPH1 EPB41L4B EPO ETS2 FAM3C FAM76B FBXW11 FOSL1 FUBP1 FXR1 GAR1 GCLC GFI1 GK GNAO1 GNS GPD2 GRWD1 GSPT1 HDLBP HMGN5 HNRNPA3 HS3ST1 IFRD1 ILF3 IMP4 IRF8 IRS2 KCTD9 KPNA1 KRAS LAPTM4B LATS2 LCOR LRRC57 LRRC58 MAPRE1 MARCHF6 MED1 METAP1 MFSD1 MFSD14A MFSD5 MGAT2 MORF4L2 MRFAP1L1 MSX2 NAMPT NBN NDUFAF4 NIP7 NOP2 NR2F1 NRGN NTMT1 NUCB1 NUP50 OSTC P2RX4 PAIP2 PARP2 PCBP1 PCNA PDXK PEG10 PER2 PGAM1 PHF23 PIGR PNN PPA1 PPAN PPP2R2B PRDX6 PRPF38A PSENEN PSMD12 PTPN2 PTPN6 PUM3 RABGGTB RARS1 RASD1 RBM17 RBM18 RBM4B RELL1 RETREG1 RNF138 RNF4 RPP14 RRS1 RSL1D1 S100PBP SAG SBDS SERPINA5 SERPINB1 SH2B3 SH2D2A SH3BP2 SLBP SLC16A7 SLC20A1 SLC2A3 SLC31A1 SLC38A2 SLC39A6 SLC3A2 SLC7A5 SLC7A6 SNN SNRPG SNX9 SRPRA STAT4 STK36 TAB3 TADA1 TAF1D TBC1D15 TBK1 TCEAL9 TCERG1 TGFB3 TGIF2 TIMM17B TIMM23 TIMM8A TIMM9 TINF2 TOM1 TOR1AIP2 TPP1 TRAF1 TUG1 TUT7 TYMP UBA3 UBE2N UMPS USF1 USP38 UTP18 UTP4 VAMP4 VPS29 WAC WDR55 WDR75 YTHDF1 ZBTB2 ZC3H15 ZFP36 ZRSR2 ZZZ3 GSE44649_NAIVE_VS_ACTIVATED_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE44649_NAIVE_VS_ACTIVATED_CD8_TCELL_UP ACP6 ACSS1 ADARB1 ADRA1A AKR1A1 AKTIP ANAPC1 ANAPC13 ANAPC2 ANAPC5 ANP32A ANXA7 APOD ARHGAP9 ASNSD1 ATG16L1 AUP1 BFSP1 BSCL2 CACNG2 CALCR CAMLG CAPN5 CAPN7 CCDC6 CCNB1IP1 CCNG2 CCNJ CD47 CDC34 CDK5RAP3 CFAP20 CHGA CHRM4 CLEC4F CPT2 CRTAP CRYGA CSNK1G2 CUEDC2 CUX2 DALRD3 DCPS DCTN5 DDT DNAJC10 DOCK2 DYRK1B EEF1AKMT1 EIF2B4 ENO3 ENTREP3 EPS15L1 ERCC4 EVL EXT2 FARSB FBXW4 FOXC1 FUCA1 FYTTD1 GALNT1 GCOM1 GDPD3 GIMAP1 GLO1 GNE GPR19 GTF2I HINT1 HLA-DMA HPCAL1 HSBP1 HTATIP2 IGBP1 IGFBP1 IKBKE IL10RA IL12A IL12RB1 ING1 ING4 KLK8 LAGE3 LANCL1 LDAH LYRM2 LYSMD1 MAPK14 MAST3 MATK MFAP2 MMP11 MPL MRPL2 MRPL40 MRPL44 MT3 MTERF2 MVD MXD4 MYL12B MYO1C NAA10 NCBP2AS2 NDUFV1 NGRN NIN NMI NRBP1 NTPCR OAZ2 ORMDL3 PADI2 PAFAH2 PAN2 PARK7 PARP6 PCDH12 PCK2 PCSK5 PDCD1 PDLIM1 PEX11B PEX2 PEX6 PGLS PI4K2A PIGU PLD4 POLD4 POLR2G PPDPF PSMB8 PSPH PTGIR RBM38 RDH5 REX1BD RFLNB RNASEH2C RNF141 RNF167 RPL3 RPP21 RREB1 RTL8B RTN1 S1PR4 SCG2 SEC61B SELENOH SEPTIN9 SERPINI1 SGPP1 SIRT3 SRCAP STK19 STK38 STX7 STXBP2 SUMF1 SUN1 TAF1B TALDO1 TBXA2R TBXT TGDS TGFBR2 TH TIRAP TK1 TLR6 TMEM179B TMEM230 TMEM245 TMEM71 TRAF3IP2 TRAF5 TSC22D1 TSFM TSHB TSPAN12 TSPO TSSK1B TXNRD1 UBAC2 UNC119B VAC14 VARS1 WDFY2 WDR6 WIPI2 XPC XPNPEP1 YPEL3 ZBTB12 ZDHHC14 ZNF692 ZSWIM7 GSE44649_WT_VS_MIR155_KO_ACTIVATED_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE44649_WT_VS_MIR155_KO_ACTIVATED_CD8_TCELL_DN AATF ABCD2 ACOT13 ACP6 ACSBG2 ACVRL1 ACYP1 ADCK1 ADGRA2 AGPS AKAP10 AKR1B10 ANGPTL6 ARID2 ARL6IP4 ARSB ARSG ATL1 ATXN1 B4GALT4 BDKRB2 BPHL BPIFB3 BST1 C1orf109 CASR CBR3 CBY1 CCR9 CD207 CD209 CD226 CD37 CDH7 CEBPZOS CEP104 CFH CLN3 CMC1 CNR2 CRYGB CSGALNACT1 CSMD3 CXCR3 CYP2R1 DAPK2 DKK3 DNAI1 DNAJB13 DNMBP DPY19L1 DYM DYNC1LI1 EGR3 ELOVL6 EPHX1 EXOSC3 FAM167A FANCA FCGR2A FCRLA FFAR4 FLT1 FNDC7 FUCA1 FUT7 FUZ GARRE1 GP2 GPN3 GPR153 GPR34 GPX7 GRHPR GYS1 HELB HEPACAM2 HK2 HLA-DMA HOMER2 HOXA4 HRG HSD17B8 ICAM2 IMPA2 IRS1 ITGA8 ITM2A ITPR2 KHK KIAA0586 KIF5A KIZ KLHL42 LAT2 LIX1L LMO2 LPCAT2 LRRCC1 M1AP MAS1 MBD4 MCEE MCM3 MIGA1 MMP12 MRPS5 NADSYN1 NANOG NDUFAF7 NEK6 NELFA NME4 NOB1 NPHP1 NUDT6 NUP43 P2RX7 PCDHA11 PCDHB3 PDCD2L PES1 PHYHIP PLPP2 POLA1 POLG POLR1B POLR3H PPM1F PPM1K PRSS36 PRSS8 PSPH PSTPIP1 PTX4 PUS1 PXYLP1 RAB19 RAMP1 RAPSN RBM20 RFTN2 RFXAP RGS11 RHOH RPL32 RPL3L RSPH4A RTL8C RWDD2A S1PR4 SEPTIN6 SERPINB8 SGSM2 SH3TC1 SLC4A7 SLC5A8 SLC8B1 SNHG12 SPATA13 SRGAP3 SRL STARD4 SUSD3 SYNE1 SYT7 TAF4 TAS2R1 TENM4 TK1 TM2D2 TMEFF1 TNNI2 TRIM23 TRPC6 TSACC TTLL4 TUBGCP6 TUSC3 TXNDC16 TXNDC5 TXNL4A TYW1 UBAP1 UBASH3B UNC119B UQCC2 UQCC3 VSIG4 WDR55 WDR76 XCR1 XKRX ZER1 ZNF157 ZNF746 ZNF764 ZNF790 ZNHIT3 GSE44649_WT_VS_MIR155_KO_ACTIVATED_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE44649_WT_VS_MIR155_KO_ACTIVATED_CD8_TCELL_UP AARS1 ADAM9 ADPRH AGRN ANAPC2 ANXA4 AP1G2 APAF1 ARFGAP3 ATF4 ATP6V0A1 BASP1 BBX BCL2L11 C3orf80 CACNA1S CACNB3 CAPN10 CASP4 CCL5 CD40 CD83 CDC42EP3 CDK5R1 CFLAR CHD7 CLIC4 CMTR1 CPSF7 CSRNP1 DDX60 DHX58 DOK1 DPP3 DUSP2 EBI3 EDEM1 EGF EHD1 ELMO3 EPHA1 ETV3 EVA1B F11R FABP5 FAM114A1 FAS FBXL18 FOXP4 FZD5 GBP7 GK GPBP1 GPD2 GPR4 GSC2 GSDMD GUCD1 GYG1 GYPC HELZ2 HERC6 HTR7 IFFO2 IFI27L2 IFI35 IFIT3 IFRD1 IKZF4 IL15 IL1RN IL4I1 INTS11 IRF1 IRF4 IRGM ISCU ITM2C ITPKC JAK1 JAK3 JDP2 KMT2A KTN1 LAD1 LAG3 LAMP1 LDLR LGALS3BP LRATD2 LRRK1 LRSAM1 MAP3K11 MARCHF5 MDK MED15 METRNL MFHAS1 MIF4GD MLLT6 MMD MRPS7 MTHFR MYO1C N4BP1 NAA20 NDRG1 NDST2 NFIL3 NIPAL1 NLRC5 NT5C3A NUDT17 NXF1 OCIAD1 OGFR OPRD1 PACS2 PARP14 PARP9 PCP4 PHLPP1 PLA2G4F PLCD3 PLEKHG2 POGLUT1 POLR3C PPA1 PPP2R2D PRDM1 PRDM4 PRMT2 PSMB10 PSME1 PTGER4 PTPN2 REL RELB RFTN1 RGS1 RILPL2 RND1 RNF114 RNF40 RSAD2 RTF2 SAMSN1 SART1 SBDS SBNO2 SERPINB9 SLAMF1 SLC4A11 SLC4A8 SLFN13 SLFN5 SLTM SNN SOCS1 SPATC1L SPSB1 SPTAN1 SSH1 SSUH2 ST7 STARD10 STAT2 STOML1 STXBP6 SUSD2 SWAP70 TAP1 TAP2 TAPBP TCF25 TLCD1 TMCC3 TMEM140 TMEM19 TMEM39A TMTC2 TNFRSF9 TNFSF9 TNIP2 TP53INP2 TPST1 TPST2 TRAFD1 TREX1 TRIOBP TRIP10 TSPAN3 TSPO VSIG10 VTI1A WASHC1 XPO6 ZBTB10 ZNFX1 GSE44649_WT_VS_MIR155_KO_NAIVE_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE44649_WT_VS_MIR155_KO_NAIVE_CD8_TCELL_DN ABTB2 ACER2 ADGRG6 ADPRM AIDA ANXA11 ANXA2 APOD ARC ARF6 ARHGAP8 ATP11A AVPR2 BASP1 BCL2A1 BCL2L14 BHLHE22 BIRC2 C14orf28 C19orf12 C3orf80 CA13 CACNA1S CAPRIN1 CBLB CCDC71L CCL5 CCND2 CCR7 CD200 CD69 CDC42EP3 CDIPT CDKN1A CDKN2B CDYL CEP350 CHD1 CISH CLIC4 CNKSR3 CNN3 CNTD1 CREBL2 CSRNP1 CST7 CXCL10 CXCL11 CYB5D2 DCTN4 DDX6 DLX1 DNAH2 DRAM1 DUOX1 DUSP2 EDEM1 EIF1 ENPP2 ETV3 EXD1 EXOC3L4 F11R FABP5 FAM184B FAM89A FGFBP3 FLRT3 FOXP4 FSCN1 GADD45B GAS2 GBP2 GBP6 GJA1 GK GLA GLIPR2 GPAT4 GPC1 GPR85 GRIA1 GSTT1 GYPC HARS1 HAX1 HELZ2 HEXIM2 HMG20B HNRNPK HOOK2 HTRA1 IFIT1 IFIT1B IFITM2 IFT22 IL1RN IL2RA IL4I1 INSL6 IRF7 ISG15 IST1 JADE2 JDP2 KDM2B KDR KTN1 LAD1 LAPTM4B LAPTM5 LEMD3 LSM14B LY75 MAB21L3 MARCKS MFHAS1 MFSD2B MLLT6 MMP13 MREG NDRG1 NDUFAF4 NECTIN2 NFKBIA NRIP1 NXF1 OAS1 OAS2 OASL PALLD PAPSS2 PARP12 PCGF5 PCP4 PCSK1 PDCD1LG2 PIK3R1 PITPNC1 PLA2G4F PLEKHG2 PMVK POGK POGLUT1 PPARGC1B PRKAA2 PRMT2 PSME2 PTGER4 RBM34 REL RFTN1 RNF115 RRAS2 SAA1 SCG2 SCIN SDC1 SDC4 SDHAF1 SEMA7A SFMBT2 SLFN5 SOCS2 SOCS3 SOD2 SPHK1 SPSB1 ST6GALNAC6 ST8SIA2 STAT3 STAT5A STK4 SYNGR2 TAGLN2 TAP2 TCF7L1 TMEM150C TMEM19 TMEM8B TMLHE TNFRSF11A TNNT2 TRAF2 TRIP12 TRPM7 TSPO TTC13 TUBA1A TUBB2B UBE2D2 UBE2F UPF1 USP18 VAPA VDR WARS1 WDR82 YBX3 YWHAB GSE44649_WT_VS_MIR155_KO_NAIVE_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE44649_WT_VS_MIR155_KO_NAIVE_CD8_TCELL_UP AAGAB AATK ABCC5 ABCD2 ABCG1 ACOT11 ACP2 ACTL6B ADAMTSL2 ADGRG6 ADGRV1 AGTRAP AHSP ALDH1L1 ALDH5A1 ALDOAP2 ANGPTL3 AQP1 ARAP1 ARHGAP23 ARL4A ARRB1 ARSG ATP13A2 ATP1A1 AVEN AVPR2 B3GLCT BAG3 BBOF1 BCL2L1 BTNL9 C2CD2 C4orf54 C9orf64 CADPS2 CAMKV CBR1 CCL22 CDH1 CDK6 CEBPB CHD5 CHRM3 CREG1 CTSB CTTN CYB5R1 DBI DNAH2 DOK3 DOT1L ELF5 ENGASE ENPP1 EPHA8 ESRRA ETV5 FABP4 FABP5 FADS1 FAM162A FAM168A FAM20B FBLIM1 FCGRT FNDC10 FPR2 GAB1 GALNT6 GATA1 GBP6 GCNT1 GLI2 GLT8D1 GNA12 GPD1 GPR20 GTF2IRD1 GXYLT2 HACD4 HEXA HPN IGFBP4 IGSF8 IL18 ITSN1 KCNJ9 KCTD6 KIAA0513 KIF1B KIF7 KRT1 LAMA3 LAMP1 LDLRAP1 LGMN LRP1 LSM4 MAG MAGED1 MAPKBP1 MARCHF3 MBOAT2 MRAP MRAS MS4A7 MUC15 MYO10 MYO7A MYOM1 NCEH1 NCKAP5L NDUFA5 NHSL1 NOC2L NOTCH1 NUAK1 OCRL OPTN PALD1 PAQR9 PDGFB PELP1 PEX11A PILRA PLD1 PLEKHG4 PNLDC1 PNPLA3 PPARGC1B PRICKLE2 PROM1 PRRT1 PSEN2 RAB11FIP3 RAB17 RAB34 RASSF3 RCC1 RENBP RFTN2 RIMS3 RTP3 RXRA SAA1 SAMD4A SCAMP5 SDC3 SETD4 SEZ6L2 SH3BP2 SH3BP5 SIRPA SLC12A7 SLC13A2 SLC1A3 SLC46A2 SLC4A1 SLCO2B1 SNX8 SQOR SRRM2 SSUH2 ST6GALNAC2 STARD8 SUSD1 SYNE2 SYNGR3 SYNPO TBC1D2B TCN2 TEF TENM4 TF TGM1 TKFC TMC7 TMEM117 TMEM141 TMEM208 TOLLIP TPP1 TRIM47 TSPAN10 TTC28 TTF1 TYRO3 UBTD1 ULK1 UNC13B VPS37D VSTM4 WDFY2 ZDBF2 ZNF629 ZNF687 ZNF703 GSE44732_UNSTIM_VS_IL27_STIM_IMATURE_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE44732_UNSTIM_VS_IL27_STIM_IMATURE_DC_DN AATBC ABCG2 ABHD5 ABHD6 ACSL1 ADAM17 AGAP11 APLP2 APOC1 ARIH2OS ATF3 ATP11B BCCIP BICRA BLVRA BLVRB BST1 C12orf4 C1orf112 C2CD3 C3 CABLES1 CALM3 CARD14 CASP9 CD1D CD300A CD300LF CD52 CD68 CD82 CIB1 COA3 CORO2A CR1 CTSA CTSD CYBA DCSTAMP DECR1 DENND5A DISP1 DNAJB11 DNAJC5B DTX4 DUSP10 EAF2 ECH1 EEPD1 EHF EIF4EBP2 ENG EPAS1 EREG ERGIC3 FAM89A FCGRT FGF3 FGR FHIT FKBP15 FLVCR2 GABARAPL1 GGA2 GGN GPCPD1 GPR107 GPRIN3 GPS2 GUSB HEXB HIVEP2 HNRNPA1L2 HPCAL1 HSD11B1 HSD17B14 IDH1 IFIT2 IFIT3 IFNAR2 IGHA1 IK IL36B IL7R IQGAP2 ITGA3 ITGAE ITGAL ITSN1 JAKMIP2 KAZN KCNAB2 KCNE1 KCNJ5-AS1 KLHL21 KPTN KRTCAP3 LAMP1 LBR LCMT2 LFNG LIMK2 LMAN2L LPCAT3 LPXN MCEMP1 ME3 MECR MFSD11 MME MORN2 MRAS MYL4 NAA20 NANS NDUFA2 NEU1 NEU3 NHSL1 NLRC4 NR1H3 NUP214 NXPE3 OAS1 PAPSS2 PC PDIA4 PEX14 PGBD5 PGS1 PHC1 PHLDA3 PIP4K2A PLBD1 PLCXD1 PLIN2 PLPP6 PNPLA3 POLH POLR2K POLR3C POR PRAM1 PRKCB PRKCE PTGS1 PTPRN2-AS1 RAB20 RAB42 RAD51AP1 RFPL2 RHBDF2 RPS11 RUNX1 S100A8 S100A9 SARDH SAXO2 SAYSD1 SCARNA15 SCCPDH SEL1L3 SERPINB6 SIGLEC15 SIPA1L2 SLC45A3 SNAI3 SNTB1 SPOCD1 SSR2 STK38 STON2 STX18 TBC1D2 TBL2 TBXAS1 TGFB1 TLR4 TMED3 TMEM127 TMEM208 TMEM218 TMEM230 TMEM53 TPD52L1 TRMO TRMT12 TSC22D1 TTC1 TTC39B TTC9 TXNDC12 VLDLR VNN2 VWA5A WDR73 WFS1 GSE44732_UNSTIM_VS_IL27_STIM_IMATURE_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE44732_UNSTIM_VS_IL27_STIM_IMATURE_DC_UP ABL2 ACOT11 AGPAT1 AP1G2 APBA3 APOO ARHGAP31 ARPC5L ASAP1 ATP5F1B BBOF1 BDH1 BLOC1S6 C14orf28 C15orf39 CACYBP CAMK1G CAMKK2 CASP2 CCL17 CD1A CD1B CD1E CDH2 CDKN1A CDR2L CFLAR CHRAC1 CLEC7A CLSTN1 CMPK2 CNPPD1 COMTD1 CREBL2 CSF2RA CSF2RB CTTN CYP2S1 CYREN CYTIP DDA1 DIAPH1 DNAJC11 DNMT1 DOCK1 DUSP22 DUSP5 ECHS1 EHHADH EIF3D ENTREP1 EOLA1 ERICH1 EYA3 FA2H FAIM2 FAM168B FGL2 FHL2 FHOD1 FKBP5 FLOT2 FMNL3 FNBP1 FSCN1 FXYD2 FZD1 GABPB1 GANC GDI1 GDI2 GGT5 GNE GNG7 GPAT3 GPBP1L1 GPD1L GPR68 GPX2 GTPBP8 H2BC10 H2BC9 H3C6 HCFC1 HELZ2 HEXIM1 HLA-DMB HLX HOMER2 HSPBAP1 IL1RAP IL2RG IMP4 IMPDH2 INS INTS3 IRF5 ISYNA1 KATNAL1 KIAA1671 LGALS1 LINC01114 LMNB1 LRP8 LTV1 MAD2L2 MAN1C1 MAN2A2 MAP3K13 MEGF8 MPZL3 MRPS5 MRTFA MTCL1 MVB12B MYCL NAGPA NCOR2 NDUFA12 NDUFV2 NLRC5 NME4 NOPCHAP1 NPIPA1 NUB1 OLA1 PALD1 PHLDA2 PLD4 PLPPR2 PMM1 PON2 POP1 PPA1 PRPS1 PRRC2A PSTPIP2 PTGER4 PTMS R3HDM1 RAB7A RAB8A RABGAP1L RAP1GAP RASSF4 RBM10 RBMS2 RFTN1 RIOX2 RNF126 RPRD1A RPS27L RPTN RRP36 RUNX3 RYR1 SCARF1 SEMA7A SH3BP4 SHCBP1 SLC16A9 SLC2A4 SLC2A4RG SLC9A5 STARD10 STARD7 SUB1 SUFU SYNGR3 TAPT1 TDRD7 TERF2 TEX36 TNF TNFAIP8 TNFRSF4 TPM3 TREML2 TRIB3 TRIM28 TRIP10 TSPAN33 TTC9C TUBA4A U2AF1L4 UQCR10 UQCRFS1 USP53 VDAC2 VPS35L WDFY4 ZBTB46 ZC3HC1 ZCWPW2 ZER1 ZFP3 ZMIZ2 ZNF532 ZNF598 ZNF641 GSE44955_MCSF_VS_MCSF_AND_IL27_STIM_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE44955_MCSF_VS_MCSF_AND_IL27_STIM_MACROPHAGE_DN ABL2 ABRAXAS2 ACTR3B ACVR2A ADORA2B AKT1 ANO7L1 AP2S1 APEX2 AQP3 ASB8 ATP11B BANF1 BBOF1 BCL6 BLOC1S6 BMP8B BRD9 C18orf21 C1QTNF12 C1orf162 CABIN1 CALM1 CAP1 CAPN2 CASP2 CATSPERZ CCDC78 CCDC88B CD1A CDR2L CELF1 CEP112 CFLAR CHID1 CHMP2A CHRAC1 CMPK2 CMTM8 CNPPD1 CRB2 CST3 CST4 CST5 CTNNA1 DAG1 DENND4B DGKZ DHRS12 DIAPH1 DIRAS1 DOK1 DYNC1LI1 ECSIT EHD4 EIF3D EIF4E2 EIF4G1 ESRRA ETS1 ETV2 FAM110A FHOD1 FKBP5 FLOT2 GIT1 GLIPR2 GNB2 GOLGA8A GPD1L GPR20 GTPBP8 GUCA1A HELZ2 HOXA4 IFFO2 IGDCC3 IGFBP7 IL1RAP IL2RG INPP5D INTS3 IPCEF1 IQCE ITGA2B KATNB1 KCNK6 KCTD10 KCTD17 KIAA0040 KIAA1671 KLHDC3 KLHL3 LDHA LGALS1 LINC01093 LOXHD1 LRRC8C LY6E LYRM4 MAD1L1 MAN1C1 MAP4K1 MAPK7 MEGF8 MPZL3 MRPL34 MRTFA MTFP1 MTUS1 MVB12B MYLIP NAAA NAGPA NCOR2 NEU4 NMB NPDC1 NPR1 NRDC OPRD1 OS9 PALD1 PCOLCE PHETA1 PHLPP1 PHTF2 PIP4P1 PKM PLCB3 PLEC PODXL PON2 PPP1R9B PROP1 PRPS1 PRRC2A PRSS3 PURPL PXDC1 RAB33A RAB7A RARA RBM10 RCHY1 RDH13 REEP6 RNF144B ROGDI RPRD1A S100A5 SBF1 SCARF1 SCFD2 SCGB2A1 SELPLG SERPINF2 SH3BP4 SHC1 SHCBP1 SLC25A1 SLC27A3 SLC35C1 SLC39A6 SLC9A5 SMG7 SNAPIN SOBP SSR3 STAC STARD10 STARD7 STAT6 STK17B SUFU SYNE3 SYT6 TBC1D5 TJP2 TMEM270 TP53I11 TREML2 TTC9C TTPA TUBA4A TUBB4B UBE2J2 UBN1 VASP VCL WDFY4 ZC3HC1 ZDHHC20 ZFP3 ZNF2 ZNF555 ZNF562 ZNF641 ZRSR2 GSE44955_MCSF_VS_MCSF_AND_IL27_STIM_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE44955_MCSF_VS_MCSF_AND_IL27_STIM_MACROPHAGE_UP ABHD2 ABHD6 ACSL1 AFAP1 AGPAT4 AHI1 AIMP2 AMPD3 ANKRD29 APLP2 APOBEC3G ASB2 ATP6V1E1 ATP6V1FNB ATP6V1G1 AVEN BCL7B BPI BST1 C1RL C3 CASTOR3P CCDC96 CCL2 CCL5 CCT2 CD1D CD300A CD300LB CD300LF CD55 CD72 CDKN1A CFAP68 CHCHD4 CHST15 CIB1 CNNM4 CNPY2 CR1 CYB561A3 CYBB CYP27A1 CYSLTR1 DERL2 DNAJB11 DOCK5 DOK3 DPY19L3 DSP DVL3 DYNLT1 ECD EEF1B2 EHBP1L1 EIF1B ELOC EML4 ENDOD1 ENOSF1 F3 FAM117A FAM20C FECH FGGY FGR FILNC1 FKBP15 FXYD6 GALM GBP4 GFOD1 GPR132 GTF2E2 GUSB HIVEP2 HLA-DMB HLA-DPB2 HNRNPA1L2 HYOU1 IDO1 IKBKE IL18 IL1B IL22RA2 IL6ST IQCK IRAK1 IRF1 KCNJ5-AS1 LAIR1 LCMT2 LMAN2L LMNB1 LONP1 LRRC32 MAN1A1 MCM2 MELTF METTL1 MLKL MMD MRAS MRPS18A MRPS31 MRPS36 MTMR14 MYO1F N4BP2L1 NANP NDUFA2 NDUFB3 NDUFB9 NHERF1 NME1 NPC2 NRIP1 NRIP3 NUB1 NXT1 OLR1 OMA1 PCCA PDE6D PDGFB PLA2G5 POGLUT1 POR PP7080 PPFIBP2 PRAM1 PRDX6 PRKCB PSME2 PTS R3HDM2 RAB20 RAD51AP1 RCN1 RFLNB RGS12 RHBDF2 RHOBTB3 RIPK2 RNASEK RND3 RPS11 SAT1 SDSL SEC61G SEL1L3 SERPINE2 SIGLEC17P SIPA1L2 SLC1A4 SLC36A4 SLC7A5 SMIM20 SNN SNTB1 SPIN4 SRA1 ST20 ST20-AS1 STON2 STX18 SYNJ2 TAGLN2 TBC1D1 TBC1D2 TBL2 TESK1 TGM2 THBS3 THEM4 TIAM2 TIE1 TIMP1 TLNRD1 TMCC3 TMEM138 TMEM230 TMEM268 TMEM52B TNFAIP2 TNFRSF1B TRAFD1 TRIM6 TSPAN13 TTLL4 UCK2 UPP1 USP11 ZBTB7C ZMYND15 ZNF22 ZNHIT3 ZWILCH GSE4535_BM_DERIVED_DC_VS_FOLLICULAR_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE4535_BM_DERIVED_DC_VS_FOLLICULAR_DC_DN ABL2 ADCY6 ADGRG3 ADPGK AFMID AGK AIRN ALDH2 AP1G1 AP3S2 AQP9 AQR ARHGAP15 ARHGEF1 ARHGEF33 ARID1A ARL4C ARMC7 ARRB2 AS3MT ATG4C ATRN BRDT BRME1 BRMS1L CA11 CA2 CACNB1 CCDC107 CCR9 CD226 CD6 CDK11B CHRNB2 CISH CLCN2 CLDN10 CLIC5 CNKSR3 CNP CSRNP2 CUEDC2 DCBLD2 DENND2C DENND4A DGKA DMBT1 DNAAF11 DNAJC15 DNTT DRC1 DRC3 EFR3A EP400 EPB41L1 ERAL1 ETS2 EXD2 EXPH5 FAAP100 FCGRT FGFBP3 FGGY FNBP1L FRMD6 GABRR2 GALNT10 GFOD2 GGT1 GGT5 GLT8D2 GOLGB1 GPCPD1 GPS2 GUCD1 GUCY1A1 HCFC2 HEATR5A HID1 HOXA1 HSD17B8 IFT25 IL11RA IL2RA IL4R IMPDH1 IRGM ITGA6 KCNH2 KICS2 LACTB2 LATS1 LCA5 LFNG LRRC75B MAN1A1 MAPKBP1 ME2 MGST3 MMP11 MMUT MOB3C MTG1 NIN NOD1 NUDT6 ORAI2 OTULINL OVGP1 PADI1 PANK3 PAQR8 PARP6 PAXX PCED1B PEMT PHYHD1 PI4K2B PIP5K1B PLEKHA7 PLP1 PNPLA7 POLR1A PPM1H PPM1L PRKCZ PRRG1 PTGIR PYROXD2 QTRT1 RAB3IP RAD52 RAPGEF4 RASA3 RASGRP1 RASL11B RBM4B RBMS1 RCN3 RDH5 REV1 RGS11 RMND1 RNF165 RPRD1A RSRP1 SAMD8 SETX SEZ6L2 SF3B1 SFXN3 SH3YL1 SLC17A9 SLC23A3 SLC30A7 SLC35B3 SLC39A3 SLC44A2 SMARCA2 SMUG1 SMURF1 SNHG6 SNHG7 SPATA2L SRSF12 SRSF2 STX1A SUOX TACC2 TAFA3 TBC1D16 TCP10L TDGF1 TET1 THEM6 TMEM31 TMEM41A TMEM64 TMEM71 TREML2 TRIB3 TRIM13 TTL TTYH3 TXNRD3 UAP1 UNC5CL UST VIPR1 WDR4 WNT5B ZBTB11-AS1 ZBTB34 ZDHHC15 ZDHHC9 ZFC3H1 ZFP2 ZNF579 ZNF629 ZNF865 GSE4535_BM_DERIVED_DC_VS_FOLLICULAR_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE4535_BM_DERIVED_DC_VS_FOLLICULAR_DC_UP ABCB1 ABTB3 ACOT7 ADAP1 ADPRM ANAPC10 ANKRD6 ANXA4 AP1S1 AREL1 ARFGAP3 ARHGAP26 ASAP1 ATF6 B3GNT2 BAK1 BATF BCL3 BCL6 BMAL1 BMP7 BTLA C3orf14 CALHM2 CASP1 CASP4 CBFB CBR4 CCDC28B CD160 CD200 CD300LB CD38 CEBPG CEBPZOS CFAP126 CFAP157 CHST2 CLCN5 COLCA1 CXCL10 CYSLTR2 DCXR DDX24 DENND4C DNAJC3 DOCK6 DPP4 DYNLT3 ELL2 ELP4 ENDOD1 EVI2A FAM20A FAS FBXO4 FCRL1 FUT8 FYN GADD45B GCNT1 GLOD4 GNG2 GNG3 GRAMD1B GRHL1 H1-0 HDHD3 HIGD1C HIVEP2 HNRNPLL ICA1 ICA1L ICAM4 IFI27L2 IKZF2 IL12RB1 IL21 IL6ST IRAG2 ITGB1 KCNA3 KCTD9 LAMP2 LBH LITAF LNX2 LRRC71 LRRC72 LSM3 LUZP1 MALT1 MAPRE2 MARCKSL1 MDFIC MGAT5 MGRN1 MPP1 MPP2 MRPS6 MYO1C NDNF NDUFA13 NFATC1 NFATC2 NRP1 NSD2 OAS1 ORMDL2 PBX3 PCOLCE2 PDCD1LG2 PDE6D PDLIM7 PGAM1 PHACTR2 PKP3 PKP4 PLAAT3 PLEKHO2 PLSCR1 PLXNA3 POGLUT3 POLD4 POU2AF1 PPFIBP1 PRR13 PTGER2 PTPN1 PTPN11 PTPN13 PTPN22 RAB19 RAB3GAP2 RAB43 RAPH1 RASL11A REST RNF149 RNF157 RORA S100A10 S100A11 S100A13 S100A4 SAMSN1 SCRN3 SEC14L1 SH2D1A SH3GL3 SH3RF1 SLAMF1 SLAMF6 SLC11A2 SLC22A15 SLC41A1 SLC5A3 SLC66A3 SMAD3 SMIM1 SMIM7 SMTN SNAI2 SNRNP25 SNX14 SNX2 SNX25 SRGN ST6GALNAC1 STK39 STX11 SZRD1 TBC1D4 TFE3 TFRC TLE3 TMEM140 TMEM86A TNC TNFAIP8 TNFSF11 TNFSF8 TNP2 TOX2 TP53INP2 TRIM36 TRIM37 TRPM6 TTC39B TXLNB UAP1L1 UBE2N VAMP5 VAMP8 VMP1 YBX3 ZDHHC2 ZMAT3 ZNF518B ZNF821 GSE45365_BCELL_VS_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE45365_BCELL_VS_CD8_TCELL_DN ABHD8 ACOT7 ACOX2 ACSF2 ADAT3 ANO2 ARHGEF26-AS1 ASTN2 BAG3 BCDIN3D BDKRB2 BPY2 C1QB C1QC C1QTNF2 C2 C22orf23 C3orf70 C8orf74 CA6 CAVIN3 CBLN2 CCN2 CDH13 CFH CHL1 CNN3 COX6A1 CRY2 CSTF3-DT CYP11B2 CYP26B1 CYP2A6 DBIL5P2 DCLK3 DNAH12 DPP10-AS1 DPY19L1P1 EMP1 ENSG00000281732 EPDR1 EPHA1 EPOP EREG ESRP2 F3 FABP1 FAM171B FAM221B FAM9A FBXO31 FMN1 FOXA2 FOXC2 FOXR2 FZD5 GNA14 GP1BA GPC2 GPR173 GRAP2 GREP1 GSTM1 GSTM2 GUCY1A1 H2BC3 HEPACAM HIGD1A HOXB13 HSD17B6 HSPA2 HYLS1 IDH1 IDO1 IGFBP2 IGFL1 IGHV1-69 INF2 IRX2 ITGB3 KCNA10 KDELR3 KIAA0930 KLKB1 LBX2-AS1 LCNL1 LGALS1 LINC00029 LINC00304 LINC00315 LINC00474 LINC01101 LINC01549 LINC01579 LINC02875 LINC02901 LINC02912 LMOD1 LRP11 LRP8 LRRTM4 MAGI1-IT1 MAPKAPK3 MBD3L1 METTL7B MFSD3 MMAB MMP1 MPV17L2 MS4A4A MS4A6E MTCL1 MTMR8 MYLK-AS1 MYOC MYRF-AS1 NALCN NOX3 NRGN NXN OR5P3 OSTM1 PALS2 PCBD1 PCSK2 PDHA2 PF4 PHLDB1 PIGV PKD2L2 PPBP PPME1 PPP1R14A PPP4R3C PRLHR PRR34-AS1 PRX PTCHD3P1 RAB23 RASGRF2 RAVER2 RHBDF1 RIPPLY2 RPL39L RSU1 SEMA4C SEPTIN4 SHC4 SLC25A25 SLC35E4 SLC66A1 SMIM11 SNTG2-AS1 SNX32 SOX6 SPSB2 SRRM2-AS1 ST6GAL2 STARD8 STING1 STK32B SYN3 TBPL1 TCEA3 TCEAL9 TRAM2 TREML1 TRIM49 TSGA10 TSPAN33 TSPAN7 TTC38 UNC45A UQCC1 USP30-AS1 VANGL1 VDR WDR24 WSB2 WT1 ZBTB8A ZFYVE21 ZMAT2 ZNF503 ZNF526 ZNF678 ZNF705G ZNF778 ZNF80 ZNF804A GSE45365_BCELL_VS_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE45365_BCELL_VS_CD8_TCELL_UP AADAC ADAM32 ADAM33 ADAMTS18 AGTPBP1 AK5 AKAP5 ALDH1A3 ANKMY1 APCDD1 ASIC4 ATG2B ATP2B1-AS1 ATP2C1 ATRX BCAR3 BCL2L11 BCL2L14 BOLL BRDT BTNL3 C11orf97 C17orf98 C1QTNF1-AS1 C1orf53 CCDC163 CD1E CDH17 CDH18 CDH19 CDR2-DT CHD2 CLPX CLRN3 CMBL CNR1 CNTN5 COA8 COQ8A CPNE1 CUBN CUX2 CYP4A22 CYREN DCAF6 DCTN1-AS1 DDX59 DIP2A DNAH3 DSCAML1 E2F5 ENSG00000237870 ENSG00000261070 ERMN EVA1A FAM181A FANCC FGGY FRY FSCN2 FSIP1 FUT3 FXYD2 GABPB1-IT1 GCNT7 GDF9 GLP1R GLRA3 GNG13 GPR45 GPR63 GRM6 HES6 HMCN1 HPD HRCT1 IDO2 IGHV7-81 IGSF9B KASH5 KCNK10 KDM3A KIF27 KLHL40 KRTAP2-4 LAYN LIN28A LINC00298 LINC00494 LINC00942 LINC01095 LINC01098 LINC01792 LINC01904 LINC01949 LVRN LYVE1 MAGEA6 MAGEB2 MAGI2 MAL2 MCHR1 MEIOC MKS1 MS4A12 MYL1 MYO1C MYO1D MYSM1 NHEG1 NNMT NOTCH2NLA NOXA1 NTM OGFRL1 OR1G1 OTOGL P2RX3 PCDHGA10 PDE4C PELI2 PGF PHKA1 PLXNA4 PMP22 POU2F3 PPP1R13B PRKCZ PRR18 RAMP2-AS1 RASEF RDM1P5 RGMA RNF183 SCARNA15 SCMH1 SGCD SIX1 SLC16A4 SLC28A1 SLC2A10 SLC2A12 SLC35E1 SLC35F5 SLC40A1 SLITRK2 SNHG4 SOX1 SPDYE1 SPESP1 SPRY3 SULT1C2 SYNPO2 TAFA2 TBX3 TGM7 THRAP3 TINAGL1 TLR9 TMEM150C TMSB15B-AS1 TNFSF9 TPTEP1 TRIM66 TRIOBP TSSK2 TTLL2 UBQLN4 UGT2B15 UNC13A UPF2 WAC-AS1 WDPCP YPEL5 YTHDF3 ZBP1 ZDHHC2 ZNF252P-AS1 ZNF346 ZNF394 ZNF444 ZNF462 ZNF530 ZNF620 ZNF75A ZNF763 ZNF837 ZNF880 ZP1 ZSCAN23 GSE45365_CD8A_DC_VS_CD11B_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE45365_CD8A_DC_VS_CD11B_DC_DN ACADM ACTA2 ADAM9 ADI1 AEN AKTIP ANKRD11 ANKRD13C ANKRD26 ANKRD46 ANXA4 AP1S2 APRT ARL2BP ASAH1 BAALC-AS1 BBS2 BFAR BTG2 BTN2A1 C16orf87 C1orf43 C2orf74 C3orf14 C6orf226 C6orf52 CACNG1 CASK CBFB CBS CDT1 CENPN CENPQ CEP20 CERS1 CHCHD4 CHD7 CHD9 CHMP1A CIAO2B CNN3-DT CNOT1 COQ9 COX20 COX6C CPNE3 CRYM DBR1 DCAF13 DDHD2 DEF8 DERA DERL1 DLC1 DNAJC3 DNPH1 DPYSL2 DUXAP9 EBAG9 EMC8 ENOPH1 EPB41L2 ERICH1 ETFA FABP5 FAM216A FAS FBXW10 FPGT FTO GFOD1 GINS2 H1-2 H2AC8 HDDC2 HNRNPH3 HOXA5 HOXA9 HSD17B6 HSD17B8 HSPH1 IDH2 IKBKB INTS10 IQCG ITFG1 JAGN1 JPH1 JPH3 KBTBD11 KCNQ5 KCTD9 KLHDC4 LACTB2 LEPROTL1 LINC00161 LMBRD1 LSM3 LXN LYRM1 MARVELD1 MAST4 MKRN2 MMAB MPHOSPH6 MRAP2 MRPL15 MRTFB MSH6 MSMO1 NAE1 NINJ2-AS1 NQO2 NRCAM NSMCE2 NUBP1 NUP210L P4HA1 PABPC4L PARN PCOLCE2 PDCD10 PIEZO1 PKIA PKP2 PLA2G15 PLOD2 PNMA8A POLB POLR1E POLR3K POMT1 PON2 PPIL1 PPP5D1P PRAME PURPL RBP7 RGS2 RIDA RMI2 RNF8 ROBO2 RPL32 RPL39L SAYSD1 SELENOP SESN1 SHCBP1 SHISA2 SLC1A1 SLC24A1 SLC30A5 SLC39A7 SNRNP25 SNTB2 SOX7 SRRM2-AS1 ST6GAL1 STK3 STX4 SUCLG2 SULT1A1 TATDN1 TBC1D16 TBC1D7 TCF25 TENT4B TERF2IP THUMPD3 TM7SF3 TMEM141 TMEM14C TMEM208 TMEM242 TNFRSF11A TPD52L1 TRAPPC2L TSC22D3 TSEN2 UAP1 UBE2V2 UBXN8 UFL1 UQCC4 USP10 UTP4 VPS37A XPC ZCCHC14 ZKSCAN2 ZNF334 ZNF43 ZNF468 ZNF600 ZNF700 ZNF717 ZNF83 GSE45365_CD8A_DC_VS_CD11B_DC_IFNAR_KO_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE45365_CD8A_DC_VS_CD11B_DC_IFNAR_KO_DN AARS1 ADAT2 ADGRG6 ADI1 AGER AHSA1 ARFGEF1 ARPC2 ASCC3 ATIC ATPAF2 AVEN BANF2 BCS1L BMP8A C8orf34-AS1 CAB39 CCKBR CDK5RAP2 CHD7 CHMP4C CHN1 COL2A1 COX6C CTHRC1 CTSO CYP26A1 CYRIB DCAF13 DEFB121 DEPTOR DLAT DUXAP9 EBAG9 EEF1D EFEMP1 EIF3H EIF4EBP2 ELAVL3 ENPEP ENPP7 ENSA EXOC2 EXOSC4 EXTL3-AS1 FABP5 FAM117B FAM13A FAM50B FAM91A1 FBXL19 FBXO25 FBXW7 FLG GAPDHP62 GAR1 GAS1 GCAT GCNA GFOD1 GLA GOPC GORASP2 GPC3 GPR155 H1-2 HAS2 HCG22 HECW1 HHLA1 HJURP HOXA10 HOXB6 HSPA1A HSPD1 HSPH1 IFI16 INO80D JPH1 KCTD9 KLLN LAMA4 LANCL2 LILRB3 LINC00930 LINC01056 LRRTM4 LYRM4-AS1 MAP4K5 METTL21A MIEF1 MRPL13 MRPL50 MSMB MTCH1 MTHFD1 MUC2 NAA30 NCL NDUFAF6 NDUFB3 NDUFB9 NME8 NSMAF NSMCE2 OXR1 PCARE PCDH20 PCM1 PCMTD1 PHF11 PHF20L1 PHF23 PI3 PLAG1 PLEK2 PLEKHB2 PLIN2 PLPBP PNMA8A POLR1E PPM1A PPP1R16A PRPF40A PRR3 PRUNE1 PSMC5 PTK2 PYCR3 RAD21 RADX RAMP1 RARRES2 RBM23 RBM45 RBPMS RDH10 REC8 RIDA RNF139 RNF144B RNH1 RPL8 RRP7A SAMD11 SARS1 SEPTIN2 SERPINB6 SLC16A7 SLC35F6 SLC5A8 SNORA71A SP3 SSU72L6 STMN4 STYX SYBU TAB1 TAF2 TANC1 TARS1 TATDN1 TBC1D31 TEX11 THOC5 TMED8 TMEM177 TMEM237 TMEM74 TNFSF13B TNK1 TRIOBP TRMT11 TSN TUSC1 TXK UAP1 UBE2J1 UBXN2B UCK2 UQCRB VEGFC VPS13B VPS28 VPS37A WASHC5 WFDC9 WNT8B XRCC5 XYLB ZFAND1 ZFAT ZFPM2 ZNF142 ZNF16 ZNF318 GSE45365_CD8A_DC_VS_CD11B_DC_IFNAR_KO_MCMV_INFECTION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE45365_CD8A_DC_VS_CD11B_DC_IFNAR_KO_MCMV_INFECTION_DN ABCC12 ADAM21 AGTR1 AHI1 AK9 ANKDD1A APLF ARAP3 ARMCX4 ATF3 ATOH1 BHLHE22 BICC1 BIK BRD7P3 BTG2 C2orf72 C6orf52 CALCR CCL2 CCL20 CCNP CD226 CD4 CD82 CD84 CELSR3 CHRNA1 CHRNB2 CLEC4C CMA1 CREB5 CRNN CRYBA1 CRYBG2 CSRNP1 CST11 CXCL1 CXCL2 CXCL3 CXCL8 CYP11A1 CYP4F2 DELE1 DNASE1L3 DUOX1 DUOXA1 DUSP1 EGR1 EHBP1L1 ELSPBP1 ENSG00000228919 ENSG00000236829 ENSG00000280119 ERP27 F3 FGF5 FKTN FRG2EP GABRA5 GAN GARIN3 GARIN5A GMNC GPR21 GPR4 GREM1 H2AP H2BC1 HCG22 HGFAC HORMAD1 IER3 IFI44 IKZF1 IPCEF1 IQCG IQUB IRF8 JUN KCNF1 KLK10 KRT76 LDLRAD4 LGI1 LINC00410 LINC00635 LINC00668 LINC00960 LINC01010 LINC02003 LINC02946 LINC03066 LRRC8C-DT LSAMP-AS1 LSMEM2 MAGI2-AS3 MANF MAP3K8 MARVELD3 MEI1 MIR3936HG MIR4500HG MMAA MMP27 MPP3 MRAP2 MUC7 MYBPC1 NEXMIF NFKB2 NFKBIA NFKBIZ NHEG1 NKAPP1 NUTM2F ODAD1 OR51B6 OR6A2 OTUD1 P2RY10 PADI4 PAFAH1B2P2 PIP5KL1 PIWIL2 PLA2G15 PLPP4 POU2AF2 POU2F3 PPP1R15B PRDM9 PRLR PTGS2 PTX3 PYROXD1 RAB9B RBP7 RGR RGS6 RIN1 SBSPON SDC4 SHISAL2A SLC16A9 SLC18A3 SLC24A4 SLC25A31 SLC25A43 SLC30A8 SLC39A5 SLC7A7 SLFNL1-AS1 SMIM17 SNX29 SPINT1 SRRM2-AS1 ST3GAL2 ST6GAL2 STAP1 TAS2R8 TBC1D9 TCF12-DT TEX26 TIFA TLL1 TMEM127 TMEM30A TMEM9B TMOD4 TNFAIP3 TNFRSF14-AS1 TNFRSF9 TNFSF15 TRBC1 TREM2 TRIM29 TSSK6 UBE2NL UCN3 UFSP1 UNC80 VIL1 VMP1 WDR27 WFDC10B XYLB ZDHHC1 ZFPM1 ZNF252P-AS1 ZNF415 ZNF705G GSE45365_CD8A_DC_VS_CD11B_DC_IFNAR_KO_MCMV_INFECTION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE45365_CD8A_DC_VS_CD11B_DC_IFNAR_KO_MCMV_INFECTION_UP ABCF3 ACAA2 ACTR1A ADGRF4 AIFM1 AKR1C4 ALDH1A3 ALDH7A1 ALKBH6 ANKFY1 ANP32A APEX1 ARL2 ARMCX1 ATP6V0E2-AS1 BCL2L11 BCORP1 BLMH BMP7 BMS1 BORCS5 BRK1 C2orf68 C8orf34-AS1 CCND1 CD300C CDH7 CEP83-DT CFAP107 CFDP1 CHGA CLIP2 CLYBL COLEC10 COPA COPS7A CPO CRKL CTSH CYP4F30P DAP DCAF10 DDIT4 DDX18 DDX31 DDX6 DEDD DHX38 DOCK10 DOK4 DRD4 EIF1 ENSG00000286546 ERCC6L2-AS1 EVX1 FAM169A-AS1 FAM3B FAM53B FANCC FBXL8 FGF9 FKBPL FOXD3 FOXG1 FOXN3 GABRA4 GARIN5B GET1 GGT7 GID8 GK3 GPIHBP1 GRIPAP1 H1-5 H2AC15 HHIP-AS1 HJURP HNRNPK HNRNPU HOXA11 HOXA5 ID2 IGF2R IL27 IL36A ISG20 KDM3A KIAA0586 KIF14 KIF23 KIF4A KLHDC8A KLRB1 KREMEN2 KRT80 KRT86 LHFPL6 LILRB5 LINC01016 LINC01134 LINC02579 LRP2 LRRC75A LUZP1 LY6G5C MAB21L1 MAPRE2 MARK3 MAS1 MIA2 MID2 MIR34BHG MIR924HG MMS19 MOB3C MTMR4 MYLIP NCAM1 NCAPH NFATC4 NFS1 NIFK-AS1 NKX3-2 NOD2 NOTCH1 OSBPL3 OXA1L PATE2 PCBP1-AS1 PCSK1 PHF7 PITRM1 PLEKHO1 PMS2P11 PNMT POF1B POLR1HASP PPARGC1A PPP1R14A PPP1R27 PPP1R3E PPP5C PRKAR2B PRM3 PRUNE1 PTCH1 PUDP RAF1 RALGAPB RAX RBFOX3 RBM27 RELCH RGMB RMST ROR2 RPRM SCGN SELENBP1 SETD6 SKIDA1 SLC25A11 SLC25A15 SLC25A19 SLC25A20 SLC2A3 SMIM10 SNX1 SNX30 SNX9 SOX13 SOX9-AS1 SP5 SST SUPT16H SYCP2 TAB1 TARS3 TATDN2 TBX3 TCF20 TCHH TGIF1 TMEM230 TMEM35A TMEM87B TOLLIP TRAT1 UBL4A UGGT2 WASHC5 WDR70 WNT7A ZBED3-AS1 ZFP82 ZNF34 ZNF606 ZNF71 GSE45365_CD8A_DC_VS_CD11B_DC_IFNAR_KO_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE45365_CD8A_DC_VS_CD11B_DC_IFNAR_KO_UP ABHD18 ACTL6A ADCK2 ADNP ALCAM ALDH1A1 AMBN ANXA3 AP1S2 ARMCX3 ATP11B ATP6V1A B3GNT5 BEX1 BRK1 C11orf80 C14orf39 C3orf14 CALM2 CCDC66 CDKN1C CEP41 CHERP CHST9 CLDN1 CLDND1 CPS1 CRBN CRISP2 CSTF1 CXCL8 DR1 DTNA DUSP1 DUSP14 DUSP3 DUSP5 DUSP8 DZIP3 EAF1 ECT2 EIF1 EPHB1 ERC1 ERCC4 ETS1 EVI5 FASTKD3 FMR1 FRZB GET1 GJB2 GLT8D1 GNG11 GNPAT GPM6A GPNMB GPR180 GPR37 GPR85 GRID1 GTF2A1L HERC2P3 IER3IP1 IFT20 IFT57 IGF1R IL17RD IRS2 KCNC1 KCNK1 KLF11 KLHL29 LGR5 LINC00205 LINC00665 LINC00667 LINC00992 LINC02035 LINC02871 LPAR3 LPGAT1 LPP LRRN1 MAGEA3 MAGEH1 MAST4 MATN1-AS1 METTL6 MEX3C MGST1 MKX MMP9 NAA50 NALCN NCBP2 NCBP2AS2 NDFIP2 NHS OLIG1 OLIG2 OR12D3 P2RX5 PALLD PAQR3 PCDH19 PCDH8 PCNP PIGN PIGP PLCD4 PLK2 PLS3 POLD3 POLR3F PPL PRAMEF11 PRDM16 PROP1 PRRX1 PRTFDC1 PUDP PXDN PXYLP1 RAB25 RAB27B RAB39B RAB40C RAB9A RAP2A RBBP7 RBM12 RBM26-AS1 RBM46 REEP3 RHCE RUNX3 S1PR2 SAT1 SDE2 SEC22C SELENOK SEM1 SFRP1 SLC4A7 SLC5A1 SLFN12 SLPI SMARCE1 SMC4 SMS SNAP25 SOX9-AS1 SPATA17 SRD5A1 SRSF11 STS SUZ12 SYTL5 TCEAL7 TDO2 TFAP2C TIMM21 TMEM168 TMEM17 TMEM185A TMEM45A TNMD TRAPPC2 TRAPPC5 TSPAN31 USP9X VAMP7 VGLL3 VPS50 WIF1 XK ZFAS1 ZNF136 ZNF320 ZNF334 ZNF404 ZNF440 ZNF468 ZNF492 ZNF667-AS1 ZNF677 ZNF682 ZNF700 ZNF711 ZNF780B ZNF844 ZNHIT3 ZSCAN21 ZXDC GSE45365_CD8A_DC_VS_CD11B_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE45365_CD8A_DC_VS_CD11B_DC_UP AAK1 ABCB4 ABHD16B ACADL ACOXL ACTR10 ACVR1C ADAMTS1 ADAMTS5 ADNP AGPS AKR1C1 AMPH ANKIB1 ANLN ANXA2 ANXA2P3 APOBEC3B ARPC2 ATP5F1A ATP5F1E AVL9 BABAM1 BAG5 BASP1 BAZ2B BHLHE41 BLVRA BMP2 BOD1L1 BUB1 BUD23 CA5BP1 CACNA2D2 CAVIN1 CCNB1 CDH7 CHCHD1 CLASP1 CNOT6 CNRIP1 COA3 COL5A2 COPS9 COQ5 CRK CXCL8 CYCS DBF4 DCAF4 DDHD1 DDX24 DHRS2 DHX8 DNER DUSP1 EDNRB EEF1B2 EEF1G EGFLAM EHD3 ELP5 FAM111A FGF13 FKBP14 FN1 FOXG1 FSCN1 FUNDC2 FZD1 GATA2 GCC2 GHR GLI3 GLRX5 GMFB GNG11 GPNMB GPSM2 GSPT2 HEXIM1 HJURP HNMT ID2 IFITM2 IFT57 IGF2BP3 KCNK2 KIF18B KRT34 LHFPL2 LINC00460 LRRC75A LRRN1 LYPD1 MAML1 MARK3 MC4R MED6 MIS18BP1 MLLT3 MOAP1 MRPL32 MRPL44 MRPS24 MT1H MTERF1 MYOF MZT2B NCAPH NCOR1 NDUFA3 NDUFB7 NECTIN3 NEDD4L NEK9 NFE2L2 NRDE2 NXN ORMDL3 PAPOLA PAPSS2 PBRM1 PCDH20 PCDHB14 PGR PIN4 PIP5K1A PKP4 PLA2G3 PNPT1 POLR2D PPP4R3A PRRX1 PSMB3 PSME2 PSME4 PTCHD1 PTPN21 RACK1 RALA RFC2 RGS17 RHOU RIF1 RNF181 RPL6 S1PR3 SAMD5 SAMD9 SEPTIN7 SGO2 SLC27A6 SLC7A3 SNAI2 SNX8 SPINK1 SRA1 SRSF1 SSR4 SUPT16H SYTL5 TARS3 TESC TLE4 TMEM200A TMEM200C TMEM60 TMEM87B TMSB15B TNFAIP3 TNFRSF9 TOP1 TPPP TPST1 TRIP12 TSLP TSPAN7 TTLL4 TTPAL TXNRD1 UBE2C UBE2QL1 UPP1 USP42 VAMP1 VAMP7 VBP1 VSNL1 WDR36 YAE1 ZBED10P ZCCHC12 ZFP62 ZNF142 ZNF544 ZNF839 GSE45365_CTRL_VS_MCMV_INFECTION_NK_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE45365_CTRL_VS_MCMV_INFECTION_NK_CELL_DN A1BG-AS1 ACTR3 AGO2 AMMECR1L AP3M2 ARMC1 ASAH1 ASB15 ASCC3 ATAD2 BAZ2B-AS1 BHLHE40 BICRAL BUB1 BZW1 C15orf32 C8orf76 CACYBP CCDC150 CCT6A CDH26 CHD1L CHMP4C COL2A1 COL4A4 COMMD5 COPS5 COQ10B CSNK2B CTHRC1 CYRIB DCAF13 DERL1 DHRS1 DSCC1 DTYMK DUXAP10 DUXAP9 EBAG9 ECHDC2 EEF1D EFEMP1 EIF2AK1 EIF3H EIF4EBP2 ELOC ENY2 ERBB4 ETFB FABP5 FAM111B FBXO32 FGD4 FIGN FIS1 FKBP11 FSTL3 GALNT13 GLA GLT8D2 GNAL GPANK1 GPR137C GS1-24F4.2 GSTP1 H2BC5 HOXD4 HSPA1A HSPE1 HYCC1 IFI16 IGLV4-60 IL17B IMPA1 INSIG2 INTS10 INTS8 IWS1 JPH1 KIAA0586 LGALS3 LINC02026 LRP12 LRRC41 MAP7 MAPK1IP1L MFNG MGARP MIR3142HG MPI MRPL13 MRPL15 MSMO1 MTHFD1 MTHFS MTUS1 MYBL1 NAPRT NDUFAF6 NDUFB3 NDUFB9 NDUFS1 NEK1 NIPAL2 NOL3 NOL7 NR2C1 NRBP2 NSD1 NSMAF NSMCE2 NTAQ1 NUCKS1 NUMB OR2L13 OSR2 PCBD1 PCM1 PFKM PHF20L1 PIGH PLAG1 PLAGL1 PLIN2 PNMA8A POLR2L PPIAL4A PPP1R7 PRKRA PRPF40A PSMC6 PTGER2 PTK2 PTPMT1 PWP1 RAD21 RAMP1 RAN RANBP2 RBM45 RDH10 REC8 RIDA RNF139 RPL7 RPL8 RPS20 RSPO4 SCRIB SCRN1 SESTD1 SF3B1 SFT2D2 SH3GLB1 SLC39A4 SMARCAL1 SMUG1 SNAPC1 SNAPC5 SOBP SP6 SQLE SSB STAT1 STK38 SYBU TCF21 TERF1 TFR2 THOC5 TM2D2 TMED6 TMEM161B-DT TMEM74 TOP1MT TRIP12 TRMT12 TTC23 TTC28 TTTY2 TUSC1 UBXN8 UQCRB UTP23 VEGFC VIRMA VPS13B VPS28 VPS52 XRCC5 ZFTRAF1 ZNF114 ZNF736 ZNF92 ZNG1A GSE45365_CTRL_VS_MCMV_INFECTION_NK_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE45365_CTRL_VS_MCMV_INFECTION_NK_CELL_UP ABCA4 ABL1 ACAA1 ACAT2 ACBD4 ADAM33 ADAMTS6 AGFG2 AGTR1 AHSP ANGPTL2 APCDD1 APH1B AR ARVCF ATP8B2 BANK1 BMF BMP4 BTBD2 BTNL9 C17orf75 C1orf100 C4orf47 CAMKK1 CANT1 CBX2 CCDC61 CD248 CD300LG CD5L CENPH CENPP CHDH CHIC1 CHRDL2 CHST12 CLDN22 CNIH2 CNTLN COMMD9 COX6B2 CPT1C CTIF CUBN CYB561A3 CYP27A1 CYP2E1 CYP2F1 DDAH2 DHODH DLG2 DLK2 DYNC2LI1 DZIP1L ECHDC3 EDEM2 EGLN2 EMCN FABP4 FAM83D FCSK FGD5 FGFR2 FKBP1B FMO5 FNDC10 FZD2 GANC GJA4 GLIS2 GNPDA1 GREB1L GRIK5 GRK4 GSTT1 GTF3C1 GUCY1B1 HCAR1 HOXB3 HOXD9 HS1BP3 HSCB IFT140 IFT46 IL20RB INHA INTS9 ISLR2 KCNC1 KLF15 LAMA1 LASP1 LENG8 LGI4 LHFPL4 LOXL3 LRRC17 LTC4S LTO1 LYPLAL1 MAP6 MARVELD1 MAVS MERTK MESP2 MFSD11 MFSD12 MITF MMP11 MMS19 MRGPRF MRNIP MYO7A NDE1 NICN1 NOVA1 NPEPL1 NPR2 NT5C2 OLFML1 OPHN1 OSR2 OXTR PABPC4L PABPC5 PAQR4 PBLD PCSK7 PEPD PHAF1 PLEKHA7 PLEKHG5 PLEKHH3 POLI POU4F1 PROCA1 PRR12 PRRG3 PXMP4 PYGB RANBP6 RASGRF2 RDM1 REXO5 RHEBL1 RUNX1T1 SESN1 SFXN3 SIRT2 SKA2 SKI SLC25A23 SLC27A1 SLC29A3 SLC38A9 SLC45A3 SLC46A3 SNCAIP SNN SNX21 SNX33 SPICE1 SPOCK2 SPRING1 SRGAP3 SRPX2 STC2 SYT17 TBL2 TCAF1 TCF19 TFAP2E TM7SF2 TNFRSF25 TNRC6C TNS2 TP73 TRIM37 TRMU TRPC3 TTC12 TTC21B TTC38 TUSC2 TYK2 UCN2 USP54 VHL VPS33B VSIG4 WDR13 WDR90 YPEL4 ZBTB8A ZFP30 ZFTA ZFYVE19 ZHX3 ZNF862 GSE45365_HEALTHY_VS_MCMV_INFECTION_BCELL_IFNAR_KO_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE45365_HEALTHY_VS_MCMV_INFECTION_BCELL_IFNAR_KO_DN ABHD6 ADCK2 AK9 ALG6 ANKRD26 ANXA4 APRT ARL2BP ASPH ATRAID B3GALNT1 BANP BBS2 BTC C16orf46 C16orf87 C1GALT1C1L C2orf74 C3orf14 CASK CAV1 CBS CCP110 CDH3 CENPN CENPQ CHCHD4 CHST11 CLDN1 CMTM4 CNN3-DT COQ9 COX4I1 CSPG5 CTH CYB5B DBR1 DCAKD DDX28 DENND6A DHTKD1 DPYSL2 ELAC1 ELOVL2 ELOVL7 EMC8 ENOPH1 ENPP1 EXOG FAM201A FAM210B FAM216A FAS FBXO9 FMN2 FTO GADD45A GAN GFOD1 GINS2 GK GPM6A GPR180 GRHL1 HOTAIR HPRT1 HSD17B6 IKBIP IQSEC1 IRF6 IRF8 ITFG1 KAT2B KCNC1 KCNQ5 KDSR KLHDC4 KLHL36 KRCC1 LACTB2 LAMP3 LHFPL4 LINC00665 LINC00667 LMBRD1 LPGAT1 LPP LRRCC1 MAGEH1 MEAK7 METTL26 MICOS10 MPG MPHOSPH6 MTFR1L MYBPC1 MYEF2 MYLK N4BP2 NAE1 NDFIP2 NINJ2-AS1 NIP7 NUBP1 OAT PABPC4L PAM PCOLCE2 PDCD10 PDGFD PIGP PIGV PIGX PKP2 PLCG2 PLOD2 POLR3K PPM1D PPP1R2 PRKAR2B PRRG1 PTGR1 PUDP RAB25 RAB40B RAB40C RBBP7 RC3H2 REEP1 RGCC RILPL2 RMC1 RMI2 RNF13 RPUSD3 SELENOF SELENOP SENP6 SERPINI1 SESN1 SFRP1 SH3BGR SHCBP1 SIAH1 SLC24A1 SLC2A10 SMARCE1 SNX4 SOX7 SPATA17 SPON1 ST6GAL1 ST6GALNAC3 STS SULT1A1 TBC1D16 TCF25 TCTN1 THAP12 TIMMDC1 TMEM14C TMEM45A TMTC4 TNFRSF10D TNMD TRAPPC2L TRIB3 TSC22D3 TSEN2 UBE2I UFSP1 UQCC4 USP33 USP7 UTP4 VKORC1 VPS37A WIF1 WLS XK ZC3H18 ZFP90 ZFPM1 ZKSCAN2 ZMYM6 ZNF137P ZNF23 ZNF232 ZNF32 ZNF334 ZNF354C ZNF43 ZNF468 ZNF600 ZNF700 ZSCAN5A GSE45365_HEALTHY_VS_MCMV_INFECTION_BCELL_IFNAR_KO_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE45365_HEALTHY_VS_MCMV_INFECTION_BCELL_IFNAR_KO_UP ACTR3 AKR1C1 ANKIB1 ANLN APBA3 APOBEC3B APPBP2 AREL1 ATG14 ATL1 AURKA BABAM1 BAZ2B BCS1L BIN1 BIRC5 BLMH BMP2 BTBD7 BUB1B BUD23 CCND1 CDK6 CDKN2B CHURC1 CLASP1 CNOT6 COL5A2 COX16 CUL3 CXCR4 CYB5D1 CYCS DBI DHRS2 DLGAP5 DMRTA1 DNER DUSP1 EDNRB EEF1B2 EEF1D EHD3 EIF2AK1 EIF2B2 EIF2S1 EIF3G EIF4G3 EMP3 ENSA EPAS1 ERCC3 FAM117B FAM133B FARSB FGF13 FIGN FOXG1 FOXK1 FOXN3 FSCN1 FZD1 GCC2 GCNA GHR GLI3 GMFB GMPPA GNG11 GPD2 GPHN HECTD1 HJURP HSPD1 IDH1 IER3 IFITM2 IGF2BP3 IGFBP3 IL1RL2 INO80D INPP1 JUN KDM3A KIF14 KIF20A KIF2C KIF4A L2HGDH LANCL2 LYPD1 LYSET MAPK1IP1L MARCHF7 MARK3 MAX MDH2 MED6 METTL3 MFF MIS18BP1 MSL1 MT1F MTHFD1 MZT2B NAPRT NCAPH NCL NCOR1 NDUFA12 NEDD4L NEFL NEK2 NFE2L2 NRDE2 NXN ORC2 ORMDL1 PAX3 PCDH20 PGR PIAS1 PIGH PIKFYVE PKP4 PLEKHA5 PLPPR1 PLPPR4 PML POLR1B POLR2D PPIA PPM1A PPP1R7 PRRX1 PSMA3-AS1 PSMB7 PSMC1 PSMC5 PSMD1 PSMD8 PSME4 PTCHD1 PTGER2 PTPN21 PYGL RAB15 RAB3GAP1 RACK1 RALB RETREG2 RFC2 RIF1 RNF216 RPL6 RTN1 SAMD5 SAMD9 SCRN1 SEPTIN2 SEPTIN7 SGO2 SKAP2 SLIRP SNAI2 SNW1 SOCS2 SOX9 SPC24 STAT1 SULT1C4 TAB1 TAX1BP1 TCEAL4 THOC5 TIGD1 TLK1 TMBIM4 TMEM200A TMEM237 TMEM243 TMEM60 TNFRSF9 TOP1 TPX2 TRIP12 TSN TTC5 TUSC1 TUSC2 UBE2QL1 USP40 WDR36 WDSUB1 ZBTB2 ZBTB4 ZC3H8 ZFYVE26 ZNF142 ZNF839 GSE45365_HEALTHY_VS_MCMV_INFECTION_CD11B_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE45365_HEALTHY_VS_MCMV_INFECTION_CD11B_DC_DN ADAT3 AIG1 ALOX12 ANLN ASPM ATP8B3 ATP8B5P AURKA AURKB BBS5 BIRC5 BROX C11orf71 C1orf226 C9orf152 CALM3 CAV1 CBLN2 CCDC140 CCNA1 CCNB1 CCNB2 CD63 CDC20 CDCA3 CDCA5 CDCA8 CDK1 CDKN3 CENPA CENPE CENPF CENPN CEP55 CHAC1 CLDN1 CLEC1B CMTM5 CRYAB CTSG CXCL6 CYS1 DEPDC1 DHCR7 DIAPH3 DLGAP5 DNAH14 DTL DYNC2LI1 ENSG00000257176 ESCO2 F3 FAM205BP FAM89A FAM89B FOXM1 G6PD GGH GINS1 GJA1 GNA14 GP1BA GPR19 GPRC5D GREB1L GRM6 GSTA3 GSTM5 GUCY1A1 H2BC12 H4C11 HISLA HJURP HMMR HPYR1 HSD3B7 HSPA2 HTN1 ITGA2B ITGB3 KCNMA1 KDELR3 KIF18B KIF20A KIF27 L3MBTL4 LINC00315 LINC00470 LINC01579 LINC01692 LL22NC03-63E9.3 LMBRD2 LRRTM4 LSM1 LUM M1AP MAGEA4 MAP10 MARCHF2 MED18 MEIG1 MELK METTL7B MGLL MIEF2 MIR503HG MKI67 MPIG6B MPST MS4A4A MTCL1 MTFR2 MYL6B MYL9 MYLK-AS1 MYO10 NAV3 NEK2 NEURL1B NNMT NUF2 OR4D2 OR5P3 PBK PCDHB4 PCK1 PCLAF PF4 PIR PLAC8 PLK1 PLOD2 POU2F2-AS1 PPBP PRC1 PROS1 PRTN3 PSAT1 PTCHD3P1 PTGR1 PTTG1 PXDNL RAB39A RGS22 RILPL1 RRM2 RTL9 SAA4 SELP SEPHS2 SH3BP5L SHCBP1 SIRPD SKA3 SLC25A31 SLC25A48-AS1 SLC7A9 SLIT3-AS1 SLITRK2 SPAG5 SSX1 STIMATE STXBP6 SUSD5 SYNC TAC1 TBX19 TBX22 TCEANC2 TECTB TK1 TMEM201 TMSB15A TPM1 TPX2 TREML1 TRHDE TRIM36 TRIP13 TROAP TSGA10 TTC7B TUBG1 TYRP1 UBE2C UBE2S UFD1 UPK1A ZC2HC1C ZFHX4 ZMAT5 ZNF488 ZNF619 ZNF662 ZNF789 ZNRF2P1 GSE45365_HEALTHY_VS_MCMV_INFECTION_CD11B_DC_IFNAR_KO_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE45365_HEALTHY_VS_MCMV_INFECTION_CD11B_DC_IFNAR_KO_DN ADAMTS3 ADGRE1 AGTRAP AIG1 ANLN ARF5 ARHGEF39 ASPM ATP8B3 ATP8B4 AURKA BAD BCL2L14 BPI BTBD19 BUB1 C1orf226 CALM3 CD63 CDC20 CDC27 CDCA5 CDCA8 CDKN3 CEACAM21 CENPE CENPF CEP55 CFH CHMP4C CIBAR1 CLDN1 CNTNAP4 COL21A1 CRNDE CXCL6 CYP2B7P DDIAS DEPDC1B DHCR7 DIO1 DIRAS3 DTL E2F8 ENSG00000291065 EPX ERO1A ESYT3 FAM110B FAM200B FAM20A FCGR1BP FFAR3 FGF13-AS1 FIG4 FIGN FOXM1 FRK G6PD GAPDH GINS1 GNA14 GNAO1-DT GPR82 GRIN3A GSTA3 GSTM5 H2BC12 HAGLR HAUS4 HBS1L HISLA HJURP HMMR HNRNPA3P1 HP HPYR1 HRH1 HRH4 HTN1 IFT20 IGHV7-81 INTS6 KCNMA1 KIF14 KIF15 KIF18B KIF20A KIF27 KIF2C KIF4A KRTAP4-1 L3MBTL4 LINC00470 LINC01139 LMBRD2 LMOD1 LUM MAGEC2 MAP2K4 MEIS2 MELK METTL7B MFAP3 MIPOL1 MIR503HG MKI67 MND1 MSRB2 MTFR2 MYL6B MYO10 NAV3 NCAPG NCKAP1L NDUFB9 NEDD4 NKAIN2 NKIRAS1 NLRC4 NPEPPSP1 OCRL OIP5 OR51B5 OTOGL PCAT18 PCDHB4 PCOLCE2 PDGFC PEAK1 PLAC8 PLD1 PLEKHA2 PLK4 PPEF2 PRELID2 PRKAG3 PRTN3 PTGR1 RAB38 RASGEF1B RASGRF1 RBM11 RGS13 RNASEK RNF166 RORB SAMD9L SDHC SEPHS2 SEPTIN4 SEPTIN7P9 SH3RF1 SHCBP1 SKA3 SLC16A14 SLC16A3 SLC16A4 SLC2A10 SLC7A9 SNAP91 SPAG5 SQOR SSX1 STAU2 SYNJ1 TBX19 TECTB TEDDM1 TEX15 TK1 TK2 TKT TM9SF2 TMEM107 TMEM132D TMEM26 TNKS2 TOR1AIP2 TRHDE TRIOBP TRIP13 TRIQK TTK TYRP1 UFD1 UMODL1 VIM ZNF229 ZNF619 ZNF788P ZNRF2P1 GSE45365_HEALTHY_VS_MCMV_INFECTION_CD11B_DC_IFNAR_KO_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE45365_HEALTHY_VS_MCMV_INFECTION_CD11B_DC_IFNAR_KO_UP ACY1 ALKBH5 AMDHD1 ANK3 ANKEF1 ANKLE1 ANKRD23 ANKS6 ANXA2P1 APOD ARHGEF18 ARRDC2 ATF3 BCL9L C10orf95-AS1 CA6 CABIN1 CACTIN CAPN15 CASS4 CCL8 CELSR1 CHD2 CHIC1 CLPX CNN3 CNNM3 CNTNAP2 COX19 CYB5RL DCAF4 DCK DDX11L2 DISP1 DNAH12 DSEL DSPP EBLN3P EGR2 EIF3B ENAM ENPP5 EPB41L4A EPHB6 EXD2 FAM118A FAM120C FAM24B FAM53B FCMR FLT3LG FN1 FOXK1 GIPC1 GRAMD1C HCFC1 HESX1 HHAT HNRNPU HPCAL4 IKZF2 IL17RE IL23A IMMP2L JADE2 JHY JUP KHDC3L KIF5C KIR2DS5 KLF8 KRI1 LANCL3 LETM1 LILRA4 LINC02899 LMF1 LRRC2 LRRN3 LTK LTO1 MAMDC4 MAP3K14 MARCHF9 MATN1-AS1 MEF2D MMAB MSTO1 MTG1 MYEF2 NAT9 NEIL2 NF2 NFATC3 NOP2 NOSIP NR3C2 NSUN4 NT5E OPA3 PAPOLA PAQR9 PATJ PAWR PCNX2 PDCD4 PDE4DIP PEG10 PHEX PHF1 PINX1 POFUT1 POMGNT1 PORCN PPIL2 PPP1R13B PRR12 PVT1 RAMP2-AS1 RASSF6 RCN3 REG1B REG4 RHD RHOBTB2 RLN2 RPAP1 RPS10P7 SAMD12 SARM1 SCMH1 SEC14L1P1 SF3B2 SFI1 SGF29 SH2B1 SLC16A9 SLC35C1 SLC8A1-AS1 SNPH SOBP SOCS1 SOX12 SPATA5 SPOCK2 SPOP STYK1 SURF2 SURF6 TAF1C TCOF1 TELO2 TGIF1 TMEM14B TMEM150A TMEM255A TPPP3 TRIM3 TRMU TSPAN7 TTC39B TTC9 TTLL5 TUT1 TYSND1 UAP1L1 UNC5CL UNK USP11 USP36 USP44 USP5 WDR35 WIZ XPC YDJC YJU2 ZIK1 ZMIZ1 ZNF175 ZNF204P ZNF286A ZNF329 ZNF331 ZNF382 ZNF444 ZNF542P ZNF571 ZNF808 ZNF827 ZNF85 ZNF91 ZSCAN12 ZSWIM9 GSE45365_HEALTHY_VS_MCMV_INFECTION_CD11B_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE45365_HEALTHY_VS_MCMV_INFECTION_CD11B_DC_UP ADAM33 ADORA1 ALDH1L1 ALKBH5 ALMS1 AMDHD1 AMH ANKLE1 ANXA2P1 ARHGEF10L ARL16 ARL17A ARRDC2 ATM ATP2B1 ATP2B1-AS1 ATP8B1 BET1L C14orf28 C9orf64 CABIN1 CACNA2D3 CACTIN CASS4 CCDC28B CDH18 CHD2 CHERP CHIC1 CIAO3 CLPX CNNM3 COQ8A CORO7 COX19 CPAMD8 CUEDC1 CXCR4 CYTH1 DCBLD2 DDX11L2 DDX28 DDX51 DENND6A DHX9 DIP2A DISP1 DSPP DUSP2 DYRK1A EBLN3P EEF1A2 EFCC1 EP400 EPB41L4A EPHB6 ESRRA EWSR1 FAAP24 FAM118A FAM24B FAM53B FBXW12 FBXW8 FRG1JP GABPB1-IT1 GIPC1 GPATCH8 GPR161 GPR25 GTF2H3 HAUS2 HCFC1 HDAC7 HEATR5B HERC1 IGSF9B JPX KCNG2 LANCL2 LETM1 LINC00623 LMBR1L LTO1 MAMDC4 MAP3K14 MBNL1 MBTPS1 MEF2D MEIOC MEX3C MYH3 MYO1C NBPF10 NEK2-DT NOXA1 NPSR1-AS1 OSBPL5 PACS1 PAPOLA PDE4C PELP1 PER1 PER3 PHACTR2-AS1 PIGA POFUT1 POFUT2 POM121 PORCN PPIL2 PRKDC PYGO2 RAB40B RBBP6 RBM27 RHOBTB2 RHPN1 RRP1 RRP9 RTEL1 RTN1 SARAF SARM1 SCAF11 SCAF8 SCIN SENP7 SESN1 SETD1B SH2B1 SH2D3A SMARCC1 SMARCC2 SMC5-DT SMIM32 SPOP SSBP3-AS1 STAG3L1 SUN2 TAF1C TBL3 TCEAL4 TCOF1 TELO2 THRAP3 TMEM14B TMEM212 TMEM241 TPCN2 TRIM3 TRMU TSPAN3 TSR1 TSR3 TTC9 TXNIP U2AF2 UBQLN4 UCP3 UNC5CL UNK UQCC5 WDPCP WDR55 WIZ XPC XRCC1 XRCC2 YJU2 ZDHHC2 ZFYVE27 ZNF252P ZNF286A ZNF329 ZNF37BP ZNF430 ZNF502 ZNF530 ZNF559 ZNF671 ZNF677 ZNF75A ZNF790-AS1 ZNF793 ZNF85 ZNF91 ZSCAN12 ZSWIM9 GSE45365_HEALTHY_VS_MCMV_INFECTION_CD8A_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE45365_HEALTHY_VS_MCMV_INFECTION_CD8A_DC_DN ACOT9 ADORA1 ADPRH ADRA1B AKR1B1 ARL8B ARMC6 ASB6 ASGR1 ATP13A3 BARD1 BCL2L11 BID BRAP BST2 C1QB C21orf91 CAV2 CCNA1 CD48 CD53 CD59 CD69 CD79A CDC37 CDR1 CDS2 CELA2B CEMIP2 CFLAR CGGBP1 CHIC2 CHST8 CLEC2D CMC2 CNIH4 CORO1C CPD CTNNAL1 CXCL3 CYRIB DAXX DDX39A DENND2D DHX15 DOCK4 DPEP3 DPP4 DYNLT1 ELL2 EMC3 EMD EREG FASLG FCGR2B FOSL2 FOXO3 FPR2 FUT5 FZR1 GABARAPL1 GATA2 GCH1 GLRX GNAI3 GRB2 GSTO1 GYPE H2BC8 H3-3B HIVEP2 HLA-DMA HLA-DRA HNRNPC HNRNPM HSP90AB1 HSPA13 HSPA6 HSPE1 HYAL2 ICAM2 IER3 IFIH1 IFIT5 IL18RAP IL2RA IRF7 IRS1 ITGA9 KCNK10 KEAP1 LEF1 LILRB1 LIMK2 LRP12 LTC4S LUC7L LY86 MAFB MAP2K3 MAP3K8 MAPK1IP1L MARK3 MED14 MED8 MFHAS1 MFN1 MFSD12 MMP19 MRGBP MSL3 MT1E NBR2 NCOA1 NECTIN2 NLRP3 NOD2 NOTCH1 NPAS1 NPTN NUDC NUP58 NXT2 OTUD4 PAF1 PDXK PKP2 PLA2G7 PLAGL2 PLSCR1 POGZ PPP1R15A PPP3CA PRKCG PRPF3 PSMA2 PSMA3 PSMA7 RAB21 RBM7 RHEB RNF13 RNF19A RNF24 RRAGC S100A9 SAR1A SARDH SATB1 SCN1B SCNN1A SERPINB9 SERTAD3 SETD1B SLC22A6 SLC25A28 SLC7A11 SMCHD1 SMURF2 SNIP1 SOD1 SOD2 SP100 SPHK1 SPSB1 SPTBN2 SRC SSTR2 SSTR3 TALDO1 TCEAL9 TDRD7 TENT5A TESK1 TFRC TICAM1 TIGAR TJP3 TLR4 TMEM140 TMEM59L TNFRSF1B TNFRSF4 TNFSF10 TNPO1 TWF1 VAV1 VRTN WARS1 WDR26 WNT5A YIPF6 YME1L1 ZBTB43 ZC3H12A ZC3HAV1 ZCCHC2 ZFP36 ZFYVE16 ZNF562 GSE45365_HEALTHY_VS_MCMV_INFECTION_CD8A_DC_IFNAR_KO_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE45365_HEALTHY_VS_MCMV_INFECTION_CD8A_DC_IFNAR_KO_DN ABL2 ACSL1 ACSL5 ADA ADAR AGO2 ANPEP APOL2 ARHGEF11 ARSD ATP13A3 BATF C12orf4 C1QB C3AR1 CALM1 CASP3 CASP4 CCNL1 CD209 CD47 CD48 CD53 CD69 CDC37 CDS2 CEBPD CELA2A CFAP410 CFLAR CLCF1 CLN3 CNIH4 COL16A1 CTDP1 CXCL3 CYP1B1 DDA1 DDX39A DENND1B DENND2D DNAJB5 DNASE1L3 DNTTIP2 DOCK4 DOHH DUOX1 DYNC1H1 DYNLT1 E2F3 ELL ELL2 ELOC EREG ESRRA EZH2 F13A1 FBLN2 FBXW7 FOXO3 FUT5 FUZ G3BP2 GADD45B GADD45GIP1 GCH1 GLA GPATCH2L GRB2 H3-3B HAND2 HHLA2 HIF1A HMOX1 HNRNPA3 HNRNPAB HNRNPM HSPA6 HSPE1 ICAM2 IFI44 IFIT5 IFITM2 IL18RAP IL1A IL36G ILF2 IRF7 IRF9 IRS1 ITGA9 ITPKC JAK2 KIFC3 LGALS3BP LGALS8 LILRB1 LIMK2 LRP12 LTC4S LUC7L MAD2L1BP MAFB MAP2K3 MAP7D1 MARK3 MFHAS1 MFN1 MFSD12 MMP19 MRPL28 MSL3 MXD1 MYO1E NAA50 NCOA1 NDUFB2 NINJ1 NLRP3 NOD2 NRDC NSUN3 OAT OGFRL1 OSTM1 PAF1 PHF11 PICALM PIR PLAUR PLEKHM2 PLEKHO1 PLIN3 PPP1R15A PRKAG2 PRPF3 PSEN1 PSTPIP2 PTGER4 PTPN12 PTPN2 PTS RAN RBBP6 RBM47 RGS20 RHEB RIPK2 RNASE1 RNF19A RNMT SATB1 SERTAD3 SETD1B SFPQ SFRP5 SHCBP1 SLC1A3 SLC2A6 SLC38A6 SLCO3A1 SMCHD1 SMCO4 SNIP1 SNRPB SP100 SPHK1 SPSB1 SRC SRGAP2 SSB SSTR2 STAT1 TALDO1 TAP1 TDRD7 TENT5A TFE3 TGFBI TICAM1 TIGAR TNF TNFAIP6 TNFRSF4 TRIM21 TWF1 UBE2D3 USP39 USP6NL VDR VEZF1 WDFY3 WNT5A YIPF6 YTHDF3 ZBTB43 ZC3HAV1 ZCCHC2 ZFYVE16 GSE45365_HEALTHY_VS_MCMV_INFECTION_CD8A_DC_IFNAR_KO_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE45365_HEALTHY_VS_MCMV_INFECTION_CD8A_DC_IFNAR_KO_UP ACAA2 ACAD8 ACTG1 ACTR1B ACVR2B ACY1 AHCTF1 ANP32A ARPC1B ATIC ATP2B4 ATP5F1B ATXN7 AXIN1 B3GALT4 BLM BRD3 C4orf19 CAMK2B CAT CCDC28B CCNG1 CD46 CDC42SE1 CDKL1 CHODL CIITA CLCN7 CLNS1A COLEC12 CRIP1 CST8 CTBP1 DHRS3 DMWD DNAJA3 EIF3E EIF3L ENOX1 EOLA1 EOLA2 EPRS1 EXTL2 FASTK FOXE3 FOXO1 G6PC3 GGA2 GPR153 GPRC5D GRK2 GRK6 GRPR GYPC HAUS4 HAX1 HHLA1 ICMT IER5 IFFO1 IL13RA1 IL17RC IMPACT IMPDH2 INPPL1 INVS JUND KCNAB1 KCTD13 KDELR3 KDM1A KNTC1 KYAT3 LALBA LAMP3 LANCL1 LTF LYPLA2 LYST MANBA MAP2K2 MAP3K1 MAPK14 MAPK9 MBOAT2 MCCC2 MCM3 MICAL1 MMP24 MNT MRPL34 MRPL48 MRPS18A MRPS33 NAA40 NCAPH NDRG2 NKRF NOP53 NRGN NSD2 NUCKS1 OCA2 OSBPL9 OSTF1 OXA1L P4HTM PAAF1 PABPC3 PAM16 PARN PCCB PCYOX1L PDE3B PDHA1 PGAP2 PIGG PLSCR3 PMS2P11 PNPLA4 POLR2I PPOX PRIM1 PRORP PSEN2 PSG6 RABEP2 RASGRP2 REPIN1 RIDA RIOX1 RPA3 RPL10 RPL11 RPL23 RPL37 RPL9 RPS27L RPS6KA1 RPS8 RPSA RRAS RSAD1 SARAF SAYSD1 SCAMP3 SCNM1 SCNN1G SCPEP1 SERP1 SFTPC SGSM2 SH2D3C SHQ1 SIRT3 SLC25A6 SLC35E2B SLC5A1 SLC5A6 SNHG32 SNU13 SPAG7 SPDL1 SPECC1L SPON2 STX6 STX8 SYNGR2 TAF7L TBC1D8 TCEA2 TCP11L1 TDRD1 THYN1 TMED3 TMEM39B TMSB10 TNIK TOGARAM1 TRAFD1 TRAPPC12 TRAPPC9 TRIAP1 TTC31 TXN2 TXNDC15 UCK2 UROS USP21 VPS52 VWF WDR77 ZDHHC24 ZDHHC4 ZFTA ZNF197 ZNF862 GSE45365_HEALTHY_VS_MCMV_INFECTION_CD8A_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE45365_HEALTHY_VS_MCMV_INFECTION_CD8A_DC_UP ACTB ACTG1 ACTR1B ACY1 ADAM5 ADO ALG6 ANGPT4 ANP32A ARFGEF1 ARHGEF6 ARID1A ATIC ATP5PO AXIN1 B4GALNT1 BLM BLVRA BMAL2 BMX BPHL BTN3A1 C1orf115 CALM3 CAPRIN2 CCDC28A CCDC92 CCNB1IP1 CD46 CD84 CLCN7 CLEC5A COLEC12 CPPED1 CRELD2 CTBP1 CTNNA3 DDX11 DHCR7 DIS3 DNAJA3 DVL3 ECHDC3 EFCAB14 EOLA1 EOLA2 ERI2 ERLIN2 EZH1 FADS2 FAM20B FASTK FIS1 FOXO1 G6PC3 GAB2 GARRE1 GCC2 GGA2 GGH GLB1 GPR153 GRSF1 GTF3C1 GYPC HCP5 HEMK1 HLA-G HMGN2 HTRA2 IFFO1 IGHMBP2 IL13RA1 INAVA INPP5K INPPL1 IQCE ITGB2 KATNB1 KIF2A LAMP3 LMBR1L LOXL3 LRCH3 LSM5 LUZP2 MAP2K2 MAPK14 MC4R MCCC2 MDH2 METTL16 MGLL MLYCD MNT MPC1 MTMR1 MTSS1 NARS2 NCAPH NDUFA7 NDUFS7 NFRKB NIT2 NKRF NR2F2 NRGN NUCKS1 NUP155 OCA2 ORAI3 OS9 OSBPL9 OSTF1 P4HTM PARVB PCBD1 PCBP1 PCYOX1L PERP PGAP2 PHF2 PHLPP2 PKD1P6 PKN1 PMPCB PNPLA4 PPP1R17 PRCP PRIM1 PRKACA PRKAG1 PRKD1 PSEN2 PTGES2 RANGRF RASL10A RBM26 RFX5 RING1 RMDN1 RNPEP RPA3 RPS27A RPS6KA1 RPSA SASH3 SAYSD1 SCNM1 SDR39U1 SGSM2 SH3GL3 SLC25A20 SLC35E2B SLC37A4 SLC6A12 SNF8 SPATA2 SPDL1 SPECC1L SPON2 SRRM1 STK16 TARBP1 TBC1D22A TBC1D9 TERF2 TGFBRAP1 TMED3 TMEM135 TP53 TP53TG1 TPGS2 TRAPPC12 TRAPPC2L TRAPPC9 TRIAP1 TRIM8 TTC13 TTC17 TTC31 TXN2 TXNDC15 TYROBP UCK2 UQCRQ USP21 UTRN VAMP1 VPS16 VPS51 WDR77 WIPI1 WWP1 XPNPEP1 YWHAQ ZDHHC14 ZDHHC4 ZNF154 ZNF816 GSE45365_HEALTHY_VS_MCMV_INFECTION_CD8_TCELL_IFNAR_KO_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE45365_HEALTHY_VS_MCMV_INFECTION_CD8_TCELL_IFNAR_KO_DN ACAP1 ACBD6 ADAM33 ADCY2 AGER ANKRD54 ANKS3 AP3S2 AP5S1 APLF ARHGEF5 ARL4C ASGR2 ATF6B ATPAF2 BANF2 BEGAIN BIN3 BLNK BMP5 BSN BTN1A1 CA10 CA5A CASP4LP CCDC115 CCND1 CD72 CDH12 CFAP47 CHMP2B CHMP4B CHRM5 CIB2 CLCA4 CLCF1 CLDN14 CNTFR-AS1 CNTLN COL11A2 CPAMD8 CRTC3 CSGALNACT1 CT83 CTSF CX3CR1 DDX54 DESI1 DEUP1 DMRT2 DOCK2 DUSP13 EN1 ENSG00000290598 EP400 EPHX2 ETF1 EXOC2 FAAP100 FAM117B FAM167A FOSB FOXJ3 FRMPD1 GAR1 GLRA3 GNG8 GNRHR H1-1 HBS1L HECA HECW1 HNRNPAB HNRNPDL IGKV4-1 IL11 IL12A IL22RA1 IL2RB IMPG1 INO80D KDF1 KIF21B KLLN KLRF1 KRBOX1 KRT76 LAPTM5 LCK LINC00113 LINC00626 LINC00663 LINC01088 LINC01597 LRG1 LYRM4-AS1 MAPRE1 MAPT MCF2L2 MCHR2 MCPH1-DT MIR3142HG MIR3150BHG MOGAT1 MRC1 MTMR4 MYH1 NAV2 NEB NEDD9 NEXMIF NOVA1 NOXO1 NUDT3 OLFM1 OPN4 OR1F2P OR1J2 OR1Q1 OSTM1-AS1 OXSR1 PCARE PCAT4 PCYT1A PDE7B-AS1 PHGDH PIP PITHD1 PLCH1 PLD4 PLPPR4 PPARD PRKAG3 PRSS33 PTGDR PWRN1 PYCR2 RARA RARRES2 RASGEF1B RASGRF2 RBMY2FP RGS16 RHD RIMKLA SAMD3 SCN8A SEPTIN11 SERPINA3 SFMBT1 SH2D4B SIN3A SLAMF8 SLC15A1 SLC51A SLCO6A1 SND1-IT1 SNORA71A SPAG6 SPATA31D1 SPATA33 SPRR2C SSC5D STPG1 SYT12 TAFA5 TARP TGM3 TINAGL1 TLL1 TLX2 TMEM232 TMPRSS12 TNFAIP1 TPPP2 TREML3P TRIM42 TRIOBP TSPAN18 TTC5 TUBAL3 TXLNGY UNC119B USP29 VPS26B VSIR VWA1 WDR1 WNT11 ZBTB2 ZFAT ZNF217 ZNF576 ZNF710 ZNF717 GSE45365_HEALTHY_VS_MCMV_INFECTION_CD8_TCELL_IFNAR_KO_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE45365_HEALTHY_VS_MCMV_INFECTION_CD8_TCELL_IFNAR_KO_UP A4GNT AANAT ABCC6 ADAM8 AFF1 AGPAT5 ALOXE3 AMOTL2 APOC3 ARHGAP22 ARHGAP32 ASCL1 BAZ2B-AS1 BEST4 C20orf204 C2CD2 C4orf47 CALCRL CAMKK2 CATSPERG CBLC CCDC15 CCDC153 CCL7 CDHR3 CEBPE CENPL CENPM CFAP44 CNBD2 CNTN1 COL27A1 CRIM1-DT CROT CRY1 CRYGS CST9 DHRS7B DIABLO DNAJB14 DOK2 DOK6 DPT DSN1 DUSP19 DUT EDNRB ELMOD1 ENPP4 ENSG00000187186 ENSG00000291211 EOGT EOLA1-DT EPPIN ERGIC2 EVPLL F11 FABP3 FAM27E3 FAM53A FES FFAR1 FGD4 FLT3 FSTL3 GABRB3 GFOD1 GLA GPR180 GRM2 GUSBP2 H2AC6 H2BC5 H3C10 H4C8 HERC2 HFM1 HOXB3 HPS1 HRH3 IPO5P1 IQCC IQCM ITGB8 JPH2 KCNK1 KCNK12 KCNQ1DN KCNQ5 KDM2A LILRA2 LINC00205 LINC00907 LINC02026 LNPK LPIN3 LRRC56 LRRC63 LTO1 MBD4 MRPL32 NBPF8 NDP NDUFA4L2 NEK1 NEUROD4 NEUROG1 NFE2 NFKBIZ NOL3 NR1D2 NR2E1 NXNL1 ODF3L2 OR1A1 OR2C3 PAQR3 PHLDA1 PLAAT4 PNPLA3 PPIL4 PPP4R3B PROP1 PRTN3 PXDC1 QRFPR RAD1 RAMP2-AS1 RAP2C RAPGEF4 RASGRP4 RBM41 RFPL2 RIGI RNFT1 RPL23AP32 RXFP3 S100Z SEMG2 SESTD1 SLC2A10 SLC39A2 SLC4A7 SLC9B2 SMIM7 SMR3A SNORA71B SUPT20H SYNC SYS1 TBX6 TENT5B TFAM TFAP2A-AS1 THSD4 TMEM101 TMEM107 TMEM207 TMEM260 TMEM50B TMEM51-AS1 TMEM87B TNFRSF14 TOB1 TOP1 TPSAB1 TRIM69 TRIM73 TRPC4 TSPAN31 TTC28 TUBE1 UBASH3A ULK4 UNC50 VN1R5 WDR49 WNT5A XCR1 ZC3H12A ZNF114 ZNF214 ZNF295-AS1 ZNF397 ZNF461 ZNF496 ZNF565 ZNF682 ZNF695 ZNF780B ZNF830 ZNF844 GSE45365_NK_CELL_VS_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE45365_NK_CELL_VS_BCELL_DN ACVR1C ADAM22 ADGRG3 ADGRL3 AFDN AHI1 ANGPT1 ANKRD60 ARL5B ASTL ATOX1 BAAT BCAT1 BCL2L14 BHLHA9 BLTP3A BMI1 BNC2 BPI BPIFB1 BTBD19 C1QA CACHD1 CALCRL CASP12 CC2D2A CCRL2 CCT5 CD27 CD300LB CD3G CDC37 CELSR3 CHAC1 CHIA CHODL CNOT8 CNTNAP3 CPN1 CYSLTR2 DDIT4 DENND4A DOK2 DRD5 DZIP1L EEF2K EIF4A1 EN2 ENPP5 FAM131A FAM199X FBXL19 FBXW10 FCRL1 FLYWCH1 FSTL1 FTSJ1 FXYD7 GCLC GSR GTPBP10 H2AC1 HCRTR1 HES1 HOXA7 IDE IL1R1 IL2RG IMP4 INMT KCNJ11 KLRG2 LARGE2 LCE3C LHFPL4 LRP2 LYAR MARCHF3 MFNG MINAR1 MIR17 MMP2 MRPS5 MXI1 NEDD9 NOL11 OPRL1 OR1D2 PAK4 PCSK5 PDE3B PDE4D PDK1 PIN1P1 PLA2G4A PLA2G6 PLD5 PLPPR3 PNLDC1 PRMT7 RAB19 RABEP2 REP15 RGS1 RSPO4 SASH1 SATL1 SCIN SEMA3D SHISAL2B SLC13A2 SLC19A3 SLC4A11 SLC9A2 SMG6 SMR3A SNORA3A SORD SPARC SPATA9 SPRY1 ST6GALNAC3 STAT4 SUCO SUSD1 SYCE2 SYNCRIP TMEM143 TMEM70 TMEM82 TMPRSS11BNL TMTC4 TPSB2 TRAF1 TREML2 TRIM58 TRIM6 TRIM71 TTC4 UBE2E2 UGCG VPS37D WDR19 WDR49 XDH GSE45365_NK_CELL_VS_BCELL_MCMV_INFECTION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE45365_NK_CELL_VS_BCELL_MCMV_INFECTION_DN ACY1 ADAR AFDN AHCYL2 AKT3 ALDH2 ALOX15B ANXA6 AOC1 ARHGAP22 ARHGEF2 BBIP1 BMAL2 BTG3 C1orf115 CCL22 CCSER2 CD40 CD70 CD84 CDC42EP4 CDT1 CEP43 CHKB CHST7 COL9A2 CSNK1G3 CSTA CYLD CYP27B1 CYRIA DAAM1 DCAF6 DENND4A DENND5A DHX9 DLD DNAJA1 DUSP1 EBI3 ECPAS EHBP1L1 EIF1 ENSA EOLA2 ERICH1 F11R FAM117A FAS FBXL8 FLT3 FOXO1 FSTL1 FUT7 FXYD6 G0S2 GAB2 GADD45A GADD45B GALNT11 GBP1 GGH GRSF1 GTDC1 HARS1 HLA-F HSF1 HSPA8 IL1B IL21R IL32 IL4R INPP5K INSL3 INTS5 IRGQ JAK1 KDM6A KIF2A KIFBP KLF7 KMT2A KXD1 LAMB3 LMBR1L LORICRIN LPCAT1 LRRFIP2 LSP1 MAP4 MAP4K4 MCC MCRS1 MED12 MGLL MGRN1 MINDY2 MMP25 MPC1 MREG MRTFA MVP MYB MYL5 MYO15B MYO9B NDE1 NFKB1 NFKBIA NOSIP NRP2 OTUD4 P2RY10 PDZK1 PERP PITPNB PKN1 PLEK POLI POLR2B POLR2J PPP1R16B PRAME PSME1 PSME2 PTGES2 PTGIR PTK2B PTPN1 RAB11A RAB5B RAB8B RAB9A RALY RASSF2 RASSF4 RBM10 REL RELB RFX1 RNF115 RNF208 RPS6KC1 RUFY3 SBNO2 SCAMP3 SDC4 SEC61B SELENOW SINHCAF SLAMF7 SLC25A32 SLC2A6 SLC6A12 SLCO5A1 SMC4 SMG9 SNX11 SPATA2 SPECC1L SPRED2 SQSTM1 SRGN SS18 STAG3L1 STK17B SYNPO TANK TAP1 TAPBP TBC1D13 TBC1D9 TDRD7 TIA1 TMCC2 TMEM39A TNFAIP2 TNFAIP3 TNFRSF14 TNFRSF1B TNIP1 TOMM34 TPST1 TRADD TRIP12 TWF2 TXN UBR4 UBXN4 USP11 UVRAG UXS1 VAMP1 XPNPEP1 XPO6 ZBTB10 ZBTB48 ZDHHC14 ZSWIM8 GSE45365_NK_CELL_VS_BCELL_MCMV_INFECTION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE45365_NK_CELL_VS_BCELL_MCMV_INFECTION_UP ABITRAM ACBD3 ADORA2B ALDH6A1 ALG9 ANG ANKEF1 AP3S1 ARHGAP17 ARPC5 ASGR1 ATP13A2 ATP1B2 ATP5MC3 ATP6AP2 ATP6V1F BLNK BLVRB BLZF1 BYSL C11orf21 C1orf112 CAPRIN2 CASP1 CAT CCDC6 CCDC69 CCND3 CCNH CD302 CD36 CD69 CDR2L CHMP2A CLEC2B CLEC4A CPA4 CPD CPQ CREB3L2 CSNK2B CYB5R1 DAB2 DECR1 DNMT1 DPEP2 EIF4G3 EMC3 EMP1 ENOSF1 EPAS1 ESF1 EVI2B FCER1A FCGR2A FCGR2B FCGR2C FES FKBP4 FRAT2 FTL FXYD5 FYCO1 GABRA2 GAS7 GET1 GLCE GLRX5 GMFG GPD1L GPR35 HDDC2 HEXA HEXB HIC2 HOXB2 HS2ST1 HSPA6 IL1RN IL27RA IRAG2 ITGB1 KCTD12 KCTD5 KDM7A KIAA0930 KLF4 LAMTOR2 LAPTM4A LGALS8 LGR4 LLPH LMAN2 LMBRD1 LYL1 LYSET MAP3K5 MARK1 MAS1 MBP MLEC MOB3B MOSPD1 MPRIP MRC1 MRPL11 MRPL15 MRTFB MYCL NAGA NAIP NCSTN NDUFB2 NFE2 NME4 OR7E47P OSBPL11 OSBPL1A PAPSS1 PCM1 PCMT1 PDIA6 PDLIM2 PDXK PECAM1 PIGA PINK1 PLPP3 POLE3 PPEF2 PPT1 PRKACB PRKRA PRND PRNP PSMC2 PSTPIP1 PTGER2 RAB1A RAB31 RACGAP1 REXO2 RNASE4 RNASE6 RNASET2 RNF125 RNF13 RRAGD RREB1 RTN3 RXRA S100A4 S100PBP SAMHD1 SDC2 SDC3 SDCBP SEPHS2 SEPTIN9 SFTPD SFXN3 SH2B2 SH3BP5 SLA SLC19A2 SLC25A30 SLC38A6 SLC9A6 SLCO1B3 SNX5 SOD1 SPG21 SPINT2 SS18L2 SYNC TCEAL9 TECR TENM1 TGFBR2 THBD TMED2 TMEM134 TMEM144 TMEM147 TMEM38B TMEM59 TPP1 TPST2 TRPS1 TSPAN3 TST TULP3 UQCRC1 VAV3 WDR12 WFS1 ZFP36L2 ZNF331 ZNF468 GSE45365_NK_CELL_VS_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE45365_NK_CELL_VS_BCELL_UP ABHD17C ABL2 AGFG1 AGGF1 ALG11 AMPD3 ARC ARF4 ARHGAP8 ARID5B ARL5B ASS1 ATF3 ATF6 ATP2A2 ATP6V1A ATP6V1H B3GNT2 BACH1 BAZ2B BCAT1 BCL10 BDP1 BIRC3 C11orf24 C19orf33 CA13 CAD CAPN2 CASP8 CASS4 CBL CBR3 CCL13 CCN1 CD83 CDH11 CDK9 CH25H CHIC2 CHSY1 CLPTM1L CPNE8 CRELD2 CRLF3 CSRNP1 CTDP1 CXCL3 CYP7B1 DCBLD2 DIDO1 DNAJA1 DOCK10 DUSP1 DUSP6 EDEM1 EGR1 EGR3 ENC1 EPB41L4A ERAP1 ESYT2 FAM43A FBL FEM1B FGL2 FOS FOSB FOSL1 GAK GALNT4 GCC1 GEM GNG12 GNL3 GRAMD2B H6PD HAS1 HAS3 HNRNPH1 HSP90AA1 ICAM1 ID3 IER2 IER5 IFNAR1 IFRD1 IL6 IL6ST JAK2 JDP2 JUNB LDLR LIF MANF MAP3K5 MAPK6 MAT2A MBOAT1 MCUB MDN1 METTL9 MFSD14B MID1IP1 MLX MOB3A MON2 MYEF2 NABP1 NCBP1 NDEL1 NFKBID NFYA NIFK NOP56 NSUN2 NUFIP1 OSGIN2 P2RY10 PACRGL PAFAH1B2 PAK2 PCNA PHLDA1 PICALM PKIB POLR3E PPP1R15B PTGES RAP1B RBM12 RBMXL1 RELA RGS2 RHOD RIOX1 RLIM RND1 RNF138 RNF19B RRAD S100A8 SDE2 SELP SERPINE1 SF3B3 SH3BP2 SIAH2 SIGMAR1 SLBP SLC23A2 SLC25A32 SLC2A1 SLC30A4 SLC39A10 SLC39A6 SLC7A1 SLC7A5 SLC7A6OS SLCO2A1 SNHG12 SNORD89 SOCS5 SPP1 SPTY2D1 SRSF9 ST8SIA4 STX12 STX19 TASOR2 TBK1 TCIM THBD THBS1 TMEM128 TMEM87B TMTC2 TNFAIP3 TNFAIP6 TSR1 TTPAL USP36 UTP18 UTP20 VASP VCAM1 WDR1 WDR3 WDR75 WRNIP1 WWTR1 XPNPEP1 YWHAZ ZC3HAV1 ZDHHC5 ZFP36 ZNF236 ZNF655 GSE45365_NK_CELL_VS_CD11B_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE45365_NK_CELL_VS_CD11B_DC_DN ACOD1 ADAM8 ADAMTS4 ADAMTS9 ARHGDIB ARHGEF10L BAZ1A BCL10 BCL2L11 BIRC3 BTG2 BYSL C15orf48 CALHM6 CCDC86 CCL4 CD14 CD300LB CD300LF CD44 CD86 CEBPB CEMIP2 CFL1 CH25H CHI3L1 CHST11 CHSY1 CISH CLEC4D CLEC4E CLEC7A CLIC4 CORO1A CSF2RB CSF3 CSF3R CSRNP1 CXCL1 CXCL14 CXCL2 CYP4F3 CYTH3 CYTH4 CYTIP DDX39A DUSP1 DUSP5 EFHD2 EGR1 EIF4A1 EIF5A ENC1 EPGN ETS2 ETV6 FLNA FOS FOSL1 FOSL2 FPR2 FST FTSJ3 GAR1 GCH1 GCNT2 GEMIN5 GPRC5A GPSM3 HAS1 HAS3 HBEGF HEATR1 ICAM1 IER3 IER5 IGF2BP2 IL1B IL1RN IL6 INHBB IST1 ISY1 ITGB2 JAK1 JDP2 JUNB KDM6B KRT16 LIF LTB4R2 LYN MAFB MAFF MARCKSL1 MAT2A MEFV MMP9 MPEG1 MRTO4 MSN MYBBP1A MYO1F MYO1G NFIL3 NFKBIA NFKBID NFKBIZ NGF NIP7 NOCT NOLC1 NOP2 NOP58 NOPCHAP1 NRROS NSMCE1 NUAK2 OLR1 OSM OSMR PADI4 PDE4B PGLYRP1 PGM2 PGS1 PHLDA1 PILRA PIM1 PLBD1 PLSCR1 POLR1B PPP1R15B PPP1R18 PPP4C PRSS27 PTGES PTPN12 PTPN2 PTPN6 PTX3 RAB20 RAB31 RASA3 RND1 RNF122 RNF149 RNF19B RRP15 RUVBL2 S100A8 S100A9 S1PR3 SAA1 SDC4 SELE SELPLG SEMA4C SEMA4D SERPINE1 SH2D5 SH3BP2 SIRPB1 SLC15A3 SLC20A1 SLC29A2 SLC2A3 SLC3A2 SLC6A14 SLC7A5 SMIM3 SNTB2 SPI1 SPRY1 STAT5A STOM STX11 SYK TGFB1 TGM2 TIMP1 TIPARP TLE3 TM4SF1 TMEM185A TNFAIP2 TNFAIP3 TNIP1 TPM3 TREM1 TSR1 TUBB6 TWIST2 UAP1 USP43 VASP WDR36 ZFAND2A ZFP36 GSE45365_NK_CELL_VS_CD11B_DC_MCMV_INFECTION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE45365_NK_CELL_VS_CD11B_DC_MCMV_INFECTION_DN ABCB10 ABHD12 ABI3 ACOT7 ACOX1 AFF3 AKT2 ALOX5AP ANKRD28 ANXA1 ARFGAP3 ARHGAP6 ARHGEF4 ATP6V0B ATP6V0C ATP6V0E1 ATP8A2 ATP8B4 BCR BLOC1S3 BMP2K C6orf62 CACNB2 CALHM2 CAMK2G CARD19 CBFA2T3 CCR2 CD180 CD244 CD2BP2 CD300LB CD5 CEACAM21 CHID1 CLBA1 CLNK CRLF2 CRYZL1 CST7 CTSO CYBA DECR1 DERA DLG4 DNTT DOCK10 DOCK8 DYNLT2B ECI2 EMP3 EVI5 FADS6 FAM177A1 FBXW4 FCER1G FXYD5 FYCO1 GABARAPL1 GLIPR2 GNG2 GOLGA2 GOLM1 GOSR2 GPM6B GPR146 GPR174 GPRIN3 GPX1 HAAO HGFAC HLA-DMA HLA-DOA HNRNPC HORMAD1 HPGDS IFNAR2 IFNGR1 IGFBP4 IL18R1 ISG20 ITGAL ITGB7 ITM2B ITM2C ITSN1 KHK KIT KLHL30 KLRD1 LASP1 LAT2 LCK LDLRAD4 LGALS9B LIMS4 LINC00301 LMO2 LPCAT3 LPGAT1 LTB4R MAMDC2 MAP2K1 MAP7D2 MCFD2 MEF2A MIDN MN1 MOB3A MOCOS MRC1 MYO1F NAB1 NAP1L2 NAPSA NBDY NCF1 NFE2 NKG7 NOTCH1 NPY2R NQO2 NRROS NUDT18 OAS2 P4HB PCDH11X PCYT1A PECAM1 PGLYRP2 PHF21A PIGX PIP4K2C PLEKHB2 PPP1R18 PREX1 PRR13 PRSS16 PRTN3 PSTPIP1 PTEN PTPN3 PTPRE PYGM RAB11FIP5 RAB27A RAI14 RGS14 RIT1 RNASEL RPS6KA1 RRAD SERINC1 SH2D1B SLC25A11 SLC29A3 SLC30A7 SLC35A1 SLC35D3 SLC36A1 SLC43A2 SLC49A4 SNN SNX3 SPECC1 SPTA1 SRP72 SRPK3 STAU1 SYAP1 SYNJ2 SYNRG TAPT1 TAX1BP1 TAX1BP3 TBC1D23 TLE6 TLR2 TMEM167B TMEM176A TNFSF8 TNS1 TOLLIP TRIOBP TUBGCP5 TXNIP TYROBP UNC93B1 UNKL UROS UVRAG VEGFC VGLL4 WDFY2 WDR26 WDR45 WDR7 XRCC6 YPEL3 ZMYND8 GSE45365_NK_CELL_VS_CD11B_DC_MCMV_INFECTION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE45365_NK_CELL_VS_CD11B_DC_MCMV_INFECTION_UP AATF ACP6 ADCY8 ADGRA1 ADGRV1 ADISSP ADK AGFG1 AIMP2 AKAP12 AMOTL1 AQP6 ARHGAP21 ARVCF ATP1A2 B3GAT2 BCAT1 BCKDHA BCL7A CA2 CA3 CACYBP CAPN3 CARM1 CARNMT1 CATSPERZ CCDC107 CCDC153 CCDC81 CCND3 CCT3 CDCA5 CEP164 CFAP57 CFDP1 CHCHD10 CHCHD3 CHCHD6 CLINT1 CLIP2 CMSS1 CNDP2 COA6 COL26A1 COL4A2 COMTD1 CRABP1 CRACDL CSRP1 CTPS1 CYB5A DCTPP1 DDX31 DENND2B DLGAP5 EFHB EIF2S2 ELL3 EPHX2 EPS8L2 ERCC1 ERCC8 EZH2 FAM185A FAM43B FAM53B FGF5 FPGS FXN GAR1 GAS2 GC GFRA2 GINS1 GPAA1 GPATCH2 GPD1L GRP GSE1 GSG1 GTSE1 GZMA HAUS1 HDAC4 HIPK2 HIRIP3 HSPE1 HTR2B JMJD4 KCNA5 KLC3 KRBA1 LCT LEFTY2 LGMN LONRF1 LRIG1 LYAR MAOA MAP4K2 MARS1 MC1R MCM6 MCM7 MEGF6 MEMO1 MGAT4A MMP13 MOGS MPZL1 MRPL37 MRPS17 MS4A1 MTAP MYBPHL MYL3 NAF1 NASP NDE1 NEUROD4 NUPR2 OR51B4 OTUB2 OTUD3 PA2G4 PACS2 PARP1 PAXIP1 PDE2A PI4KA PKP4 PLXNA1 PMS2 POLD1 POLR3G POP5 PRKAA2 PRKCD PSMB3 PSMC3IP PTCD2 PTK2 RAE1 RARRES2 RBM19 RET RFC3 RHPN2 RILPL1 RPS19BP1 RRAS2 RSPH9 RTN4RL2 RUVBL1 SAPCD2 SCGN SCN2B SCN4B SCRN3 SDAD1 SEPHS2 SERINC2 SH3TC1 SH3TC2 SHC4 SIX3 SLC19A2 SLC5A7 SMAD9 SNAP91 SNRNP35 SOX15 SPARCL1 STRBP SYT5 SYTL2 TERB2 TEX30 TIMM50 TIMM8A TIPIN TMEM144 TMEM41A TMPRSS6 TNNT2 TPTE TRMT11 TRMT9B TTC4 UCP2 VPREB3 YBX1 ZAN ZBBX ZDHHC13 ZDHHC14 ZFPM1 ZMYND19 ZNHIT6 ZNRD2 GSE45365_NK_CELL_VS_CD11B_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE45365_NK_CELL_VS_CD11B_DC_UP ABCC5 ACCS ACVR2B AHSG ALK AMELX APH1B ARID3A ASCL2 ASGR2 ASPHD2 ATG7 ATOH8 B3GAT1 BCL11A BTBD2 C10orf82 C16orf95 C2orf50 CALCOCO2 CCDC116 CCDC172 CCDC51 CCNI CCNJL CD5 CDC14B CDH23 CES5A CHCT1 CHRNA3 CLEC2L COL25A1 COL26A1 COL2A1 COMMD9 CRACD CTNNBIP1 CTSW CTTNBP2 CUL9 CYP2C19 CYP2W1 DERL3 DNAI3 DPF3 DPPA5 DRD4 DTNB ELAVL3 EPN2 FAM168A FAM3A FAM43B FUZ GABRA2 GABRG3 GABRR1 GDAP1L1 GDF11 GINS2 GLI1 GLRA4 GLT6D1 GOT1L1 GPR143 GRIA1 HCG4 HDAC10 HELZ HEPACAM HOXD12 HOXD13 IDO1 INTS14 ISL1 IZUMO4 KCNE1 KCNK12 KIF11 KLHL26 KRT31 KRT73 KRT8 KRT86 KRTAP11-1 L3MBTL2 LIM2 LRP1B LRR1 LRRC19 LZTS2 M1AP MAB21L3 MBD4 MC3R METTL17 MFSD13A MIIP MMP7 MOV10L1 MSH5 MSX2 MUC16 MYCN NCAN NEU2 NKX2-8 NMBR NR1I2 NUDT16 OLIG1 OXCT2 OXT PAQR5 PCSK4 PDE11A PHF19 PIGL PIMREG PKD1L2 PLEKHH2 PLSCR4 PNMA5 POMT1 PPFIA2 PRKCZ PRM3 PROX1 PROX2 PRR12 PTH2 PTPRR RAD9B RBP3 RIMS3 RIMS4 RNF5 ROPN1L RPUSD1 RTN1 SAPCD1 SENP7 SHISAL1 SHLD1 SIGLEC7 SIRT6 SLC16A11 SLC22A12 SLC35G1 SLC6A11 SOHLH1 SOX11 SP5 SPACA4 SRGAP3 STEAP3 STX2 SYNGR1 TAC3 TEKTIP1 TLX1 TMC8 TMEM121 TMEM144 TMEM163 TMEM190 TMEM26 TMEM63C TMPRSS6 TRAIP TRIM62 TRIM72 TSGA13 TTC36 TTLL8 TUBE1 UBXN2B UGT2A3 USE1 USP9Y VIL1 VPREB1 VWA3A VWCE XK XPNPEP2 ZBTB3 ZFP14 ZFP57 ZMYND15 ZNF212 ZNF251 ZNF414 ZNF606 ZNF619 ZNF691 ZNF707 ZSCAN12 GSE45365_NK_CELL_VS_CD8A_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE45365_NK_CELL_VS_CD8A_DC_DN AARS2 ABO ACTRT2 ADAMTS16 ADCY10 ADGB AGAP1 AHSG AQP12A ARHGEF38 ARMC6 ASCL1 ASPHD1 ATOH8 ATXN7L2 AVP AZIN2 BCL2L12 BMP10 BMP8A C2CD5 C2orf50 CALCOCO2 CATSPERD CBFA2T3 CCDC96 CCL28 CD28 CDH23 CENPM CES5A CFAP65 CFAP69 CHST8 CLCA4 CNPY1 CNTN1 COX4I2 CPLX3 CPOX CRISP1 CRKL CYB5RL CYP4X1 DCDC2B DDX23 DGKK DNAI3 DPF1 DPF3 DRAXIN DTL ELAC1 ELP6 ENPP6 EPX ERCC6L ERICH2 FAM168A FANCM FBXO32 FJX1 FLT4 FNDC8 FOXA3 FRMPD2 FSCN3 FSTL5 FZD4 GABRB2 GDPD1 GEMIN7 GINS2 GP2 GPR161 GRM3 HECTD2 HIVEP2 HOXA11 HOXD13 HS3ST2 ICA1L IHH IL2RA KANK4 KBTBD13 KCNAB1 KCNJ1 KCNK15 KCNN2 KCTD18 KHK KIAA0825 KIF3C KLHL15 KPTN KYNU LCMT2 LEMD1 LPAR2 LRFN3 LRRC36 LRRN2 LRTM2 LSM11 LSM12 LYRM9 M1AP MARCHF4 MAZ MEP1B METTL21A MMP7 MROH3P MSLN MYH7B MYPOP MYRF NDP NNT NPEPL1 NPHP1 NPHP3 OGFOD2 OXCT2 PABPN1L PDE1C PEG10 PHF20L1 PIERCE1 PIEZO2 PIGB PKN1 PMF1 POLRMT POU3F3 PPFIA2 PPP1R26 PRF1 PRIMA1 PRM3 PUS7 PWP2 RAB39A RAB3B RAB4A RAD18 RAD9B RAP1GAP2 RBP3 REG1A REG3G RGS7 RHD RIMS4 RIN3 RNF11 RNF157 ROPN1L RPH3AL SBNO1 SCN3B SCT SEMA5B SETD1A SEZ6L2 SIDT1 SLC12A5 SLC29A2 SLC35D2 SLU7 SMIM23 SNAPC2 SORT1 SPRY4 SRRM2 SSUH2 STMN2 TBRG4 TBX2 TBX21 TEX55 TEX56P TH THAP6 TMEM150B TMEM200C TMEM26 TMEM80 UGT2B4 USP26 USPL1 VGLL4 WDFY1 WDR54 WFDC2 YJU2B ZNF235 ZNF619 GSE45365_NK_CELL_VS_CD8A_DC_MCMV_INFECTION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE45365_NK_CELL_VS_CD8A_DC_MCMV_INFECTION_DN ADAM17 ADAMTSL5 ADD2 AIG1 AKAP4 ALDH18A1 ANXA5 APTX ARHGAP1 ARL4D ATOH8 ATP5F1A ATP6V1G2 B3GLCT BAALC BASP1-AS1 BBS10 BTC BTG4 BTK C12orf50 C4orf48 CA13 CASD1 CATSPER1 CCNA2 CCT8 CDK5R2 CEBPZ CENPBD1P CENPM CFHR2 CGRRF1 CHMP2B CHN1 CHST9 CIPC CLDN1 CLDN12 CLDND1 CLEC4E COQ4 CRLS1 CROT CRY1 CSF1R CT45A5 CTNND2 CXCL11 CYBRD1 DPY19L3-DT DUSP8 EBNA1BP2 ENPP4 EPHA3 FABP3 FAHD1 FAM217B FASTKD3 FBXL13 FMO1 FOXL2 FRZB GALNT1 GALNT12 GCH1 GDPD1 GEMIN4 GEN1 GFOD1 GIMAP4 GIP GIPC2 GMEB1 GMFB GOLT1B GPR37 GPX8 GSPT2 GSTM5 GUSBP1 GUSBP2 HCFC2 HERC2 HESX1 HNRNPLL HOXA10 HOXA5 HOXB7 HSF2 IGKV4-1 KATNA1 KBTBD8 KLRA1P KRT20 LATS1 LNPK LRRC23 MANEA MAP2K3 MCPH1-AS1 MECOM MELK MRPL9 MRS2 MSRA MTFR1L MTMR10 MTMR12 NAGS NALF1 NDFIP2 NEK2 NMT2 NMU NRIP2 NRIP3 NUDT18 NUS1P3 OIP5 OR2L1P OSBPL11 PAEP PAG1 PAQR3 PHLDA1 PIGB PLAA POLR1HASP PPIL4 PPP1CC PPP1R2 PPP1R26-AS1 PPTC7 PRKCQ-AS1 PROP1 PRORSD1P PRSS16 PSMB4 PTGES3 RALA RBM24 RFPL2 RGCC RNFT1 RXFP1 SCAF8 SCN10A SCN11A SDE2 SGO2 SLC22A18 SLC25A32 SLC25A33 SLC4A1AP SMPDL3A SNAP25 SOAT1 SPTLC1 ST6GAL1 STAM STIMATE STPG2 SUMF2 SYS1 TADA2A TAX1BP3 TDO2 THAP12 TIFA TIMM17A TMED7 TMEM106B TMEM177 TMEM51-AS1 TMEM87B TMTC1 TRPC5OS TUBE1 TWF1 UMPS UPP1 USP27X-DT USP3-AS1 VDR VPS50 YIPF4 ZBTB17 ZMYM1 ZNF354A ZNF492 ZNF607 ZNF775 ZRANB1 GSE45365_NK_CELL_VS_CD8A_DC_MCMV_INFECTION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE45365_NK_CELL_VS_CD8A_DC_MCMV_INFECTION_UP ABCC12 ABRA ADAMTSL4 AGER AKAP4 ANKUB1 ANO7 ARL6IP5 ATF6 ATP6V0A2 ATP6V1B1 B3GALT6 B4GALNT2 BIK C3orf52 C4orf45 C6orf52 CALCA CALCB CALN1 CARMIL2 CCDC198 CCDC96 CCL20 CD38 CD44 CD69 CENPE CENPM CH25H CHADL CHDH CHIC2 CLEC4G CLXN CNKSR1 CNN3-DT CRAT CRIP1 CXCL6 CXCL8 CYP4F2 DCP1A DCUN1D2 DDAH1 DELE1 DIMT1 DIO1 DNAJA2 DNAJC7 DPPA5 DSCR9 EDN1 EFNB1 EGF EGR3 ENKD1 ENSG00000237870 EVPL EXOSC9 FAM107A FAM133A FAM9A FBXL9P FGG FLJ16779 GALNT7 GATA2-AS1 GCH1 GFRA3 GGH GJB6 GNB5 GOLGB1 GPN1 GPR157 GPR62 H2AC8 HCG22 HGFAC HMBOX1 HORMAD2 HPRT1 IFNGR1 IKBIP IL6ST INKA2-AS1 INSL3 ISG20 KCNF1 KDSR KLK10 KMT2E-AS1 LAG3 LEXM LGALS13 LGI1 LINC01304 LINC02946 LONRF1 LPP LRRC3 LRRIQ3 LSM11 LST1 MAGEB1 MANF MAP1LC3B MARCO MARVELD3 MFNG MRAP2 MT1M MYH13 NANOS3 NCF1C NDN NFE2 NFE2L3 NHEG1 NIM1K NUP210L OBP2A OR10A5 OR11A1 OR2A4 PAK1 PAX8-AS1 PCDHA10 PHKG1 PIGL PIGP PLPP2 POGLUT1 POTEM PPP1R16B PRAM1 PRDM11 PRKCZ-AS1 PROK2 RAB17 RNF145 RNF157-AS1 ROR1 RSPO1 SCCPDH SCGB1D1 SDC2 SETD1B SGCE SGK1 SH2D4B SHC4 SLC16A6 SLC16A9 SLC22A5 SLC24A4 SLC25A18 SLC35A3 SLC35D2 SLC38A9 SMIM32 SMIM6 SPAST SUMO2 SVIL TAGLN TBX6 TCP11L2 TEPSIN TGDS TLR9 TMEM30A TMEM45A TMEM64 TNFAIP3 TNFRSF9 TNNC1 TOR4A TP53I11 TTLL11 TXNDC15 VNN2 WBP2NL WFDC9 WHRN XIRP1 YTHDF2 ZBTB46 ZCCHC18 ZNF107 ZNF365 ZNF488 ZNF705G ZRSR2P1 GSE45365_NK_CELL_VS_CD8A_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE45365_NK_CELL_VS_CD8A_DC_UP ACD ADPRS AGRP AHSP AKNA AKT1 ALOX12 ANKRD22 AR ARF5 ARHGDIB ARPC3 ARPC4 ARPIN ATF6B ATOX1 ATP8B2 ATXN7L3 B2M BAX BCAP31 C19orf48P C1QTNF2 CA13 CAD CARHSP1 CASP8 CD300C CD300LG CD44 CD68 CDK4 CDR2 CENPA CENPW CERCAM CHADL CHSY1 CLCN7 CLEC1B CMTM7 COL23A1 COL4A2 CORO1A CRELD2 CSTB DBNL DCK DERL2 DPM2 DSG1 DYNLL1 EDC4 EDEM1 EIF4A1 EML2 EMP3 ENDOU EP400 EPB41L4A EPHX3 EPS8L2 ERO1A ESYT1 EVL FAM171A1 FAM3B FAM43A FMO5 FSCN1 FTL GAK GANAB GNB2 GPX1 GPX8 HEBP2 HGS HTATIP2 HVCN1 ID2 IDNK IFITM2 IFNAR2 IFNGR1 IL10RB IL2RG IL6ST ITM2B KCTD12 KHSRP KIRREL1 KLF16 KRT33A LAMA4 LCN2 LCP2 LEPROT LGMN LPCAT3 LRRC17 LTO1 LY6E MAFB MAN2B1 MANF MANSC1 MFSD14B MGAT2 MLX MMP12 MON2 MPG MSN MTMR4 MXD1 MYL12B NCBP1 NCLN NGEF NIPAL4 NME3 NT5C2 OBI1 P2RY10 PAQR4 PCOLCE PDIA3 PDIA6 PDK3 PHTF1 PIP4K2C PLBD1 PNPLA6 POLR3E POU4F1 PPT1 PRIMPOL PSMG3 PTHLH PTPN9 PTPRA PTTG1IP PYCARD RAC3 RBM4 RIC8A RNASEH1 RNF166 RNF31 RPL34 RPS6KA6 RRAGC SAFB2 SEC23IP SEC31A SEMA4A SF3B3 SGPL1 SH3GL1 SIRPA SLC25A17 SLC29A3 SLC46A3 SLC6A19 SLC7A6OS SLPI SMAD1 SMARCAD1 SMARCB1 SNN SNRPG SNX18 SPTLC1 SRPX2 ST8SIA6 STAB1 STRA6 TCF19 TCF7 TGFB1 TMEM167B TMEM51 TRIM68 TTLL11 TTLL12 UBE2Q1 UGGT1 UNC50 VSTM4 WDR13 WDR19 WDR38 YEATS2 ZDHHC9 ZMYND10 ZNF184 ZNF236 ZNF7 ZYX GSE45365_NK_CELL_VS_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE45365_NK_CELL_VS_CD8_TCELL_DN ABHD1 ABI3BP ACOXL ADAD1 ADGRF3 ADGRF4 ANKS4B APEX1 AQP1 ARHGEF6 ATP2B2 BABAM1 BCOR BHLHE22 C10orf55 C14orf28 C6 C6orf58 C8orf34-AS1 CDC123 CDY1 CENPC CFAP107 CHRNB1 CLASP1 CLDN19 COL22A1 CPM CPVL CRKL CSRNP2 CYP4F30P DARS2 DDX19A-DT DEPTOR DGCR2 DHX38 DNAJC4 DPH3P1 DPM3 DUSP1 EIF4B EXPH5 EYA1 FAM169A-AS1 FAM66D FFAR4 FGD5 FLYWCH2 FOSL1 FUT8 GABRA2 GAS2L2 GBGT1 GCOM1 GLT1D1 GLUL GMPR2 GNB3 GOSR1 GPBP1L1 GTF2H4 H2BC21 H3-3B HHAT HHIPL2 HJURP HOXA11-AS IFNA8 IFT172 IGF2R IGFBP5 IGFLR1 IL25 IRS4 JUN KCNMB4 KIAA0586 KIF26B KIF4A KRT5 LGI2 LINC00839 LINC00865 LINC01107 LINC02481 LINC02871 LRRC37A4P MAEA MARK3 MBL2 MCMBP MELTF-AS1 METTL3 MIA MILR1 MLIP MMS19 MOB1A MUC3A MXRA5 MYLK4 NAT16 NCAN NEURL1 NKX3-2 NLRC5 NRDC NUDT4 NUP50-DT OR4D1 OR7D2 OSBPL3 OTUD3 PARVB PDS5B PDZD2 PIMREG PLEKHA5 PMS2P11 PMS2P5 POF1B POLR1HASP PPP5C PRC1 PRDM1 PRPF3 PTPRE PURPL RBM27 RMST RNF41 ROBO2 RUVBL1 SAMD3 SAMM50 SEMA6D SERPINB6 SH2D2A SH3RF3 SLC22A23 SLC24A1 SLC25A20 SLC43A1 SMIM22 SNCAIP SNX1 SNX12 SNX9 SOX13 SPATA8 SPC24 SST ST13 ST6GAL2 SYNE3 TARS2 TEX101 TEX14 TEX47 TOMM22 TPTE2P1 TPTE2P6 TRIB1 TSC22D3 TTTY13 TUNAR TUSC2 TXLNGY UBOX5 USP18 USP9Y VAMP4 VAT1L VPS26B VPS53 WDR64 WHAMMP2 WWC3 XPO7 XYLT2 ZG16B ZKSCAN5 ZNF185 ZNF280C ZNF425 ZNF436-AS1 ZNF606 ZNF613 ZNF79 ZNF836 GSE45365_NK_CELL_VS_CD8_TCELL_MCMV_INFECTION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE45365_NK_CELL_VS_CD8_TCELL_MCMV_INFECTION_DN ABCA7 ACOX2 ACOXL ACSM1 ACY1 AKAP13 ALDH2 ALOX15B ANXA6 B3GALT4 BASP1 BATF3 BIRC3 BMAL2 CCDC81 CCL19 CCL22 CD40 CD70 CD80 CDH11 CDKL1 CDKN1A CDKN2A-DT CEACAM1 CERS6 CFP CHKB CHST7 CLASRP CLU CLUHP3 CMTR1 COA1 CSF2RA CSNK1G3 CSTA CYP2C19 DCAF6 DUSP1 DUSP26 EBI3 EDN1 EEF1A1 EFR3B EIF1 ELMO2 ENO3 ENOX1 ENSA EOLA1 EOLA2 ETV3 F11R FAAH FAM117A FLT3 FOXO1 FSCN1 FUT7 GADD45A GADD45B GATA6 GBP1 GNG5 GPX4 GRK3 H2AZ1 H2BC9 H3C10 H6PD HAX1 HDLBP HIVEP1 HLA-F HSPA8 HTRA2 ICOSLG IL15 IL15RA IL21 IL2RA IRF1 JAK3 KIF2A KMT2A KRT19P2 LIPG LLGL2 LMBR1L LRRC8E LSP1 LY75 MAP3K14 MAP4K4 MARCKSL1 MCC MED12 MED13L MGLL MIIP MPPED1 MRPL46 MTCP1 MUC5AC MVP MYBPC2 N4BP2L1 NAP1L4 NAT8B NBL1 NCOA3 NFIB NFKB1 NFKB2 NFKBIA NOSIP NR3C1 NRP2 P2RY10 PDE4B PIEZO2 PLAAT3 PLK2 POGLUT1 PPP1R16B PRAME PRIM2 PRLH PSMB10 PSMC4 PSMD4 PSME1 PSME2 PTGIS PTPN1 RAB11A RAB5B RAB8B RASSF2 RASSF4 REL RELB REPIN1 RFTN1 RNF115 RPL13P5 SDC4 SEC61B SH3GL2 SINHCAF SLAMF7 SLC1A2 SLC2A6 SLC30A3 SLC5A6 SMG9 SND1 SNN SOCS2 SPECC1L SPON2 SPRED2 SQSTM1 SRGN ST8SIA1 STAP2 STAT5A STX4 SYNGR2 TANK TAP1 TBC1D13 TBC1D4 TBC1D8 TBX5 THNSL2 TMEM268 TNFAIP2 TNFAIP3 TNFRSF14 TNFRSF1B TNFRSF9 TNIP1 TNPO2 TOMM34 TRADD TRAF1 TRAFD1 TRIP10 TWF2 TXN UFD1 UNC13A UPB1 USP11 VPREB1 ZEB1 ZFTA ZMIZ2 GSE45365_NK_CELL_VS_CD8_TCELL_MCMV_INFECTION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE45365_NK_CELL_VS_CD8_TCELL_MCMV_INFECTION_UP ABHD10 ACAA2 ACADM ACAT1 ADCY7 ADIPOR1 ADORA2B ALG9 AP3D1 APOBR ARFGAP3 ARHGAP19 ARHGEF3 ARHGEF40 ARL5A ARMCX3 ARPC5 ATIC ATP5MC3 BLNK BLTP2 BLVRB C11orf21 CA11 CALM1 CAPRIN2 CASP1 CASP8 CCDC69 CCDC86 CD302 CD36 CD47 CD69 CDIPT CEBPD CH25H CHMP2A CHPT1 CLIC1 COIL CORO1A CPNE3 CPQ CRTC3 CSF1R CSNK2B CYP1B1 CYTH4 DDX39B DENND4B DENND4C DNMT1 DPEP2 DUSP6 ECHS1 EIF4G3 EMP1 ENOSF1 EPAS1 EVL FAM98A FBXL5 FES FGL2 FN3KRP FPR3 FRAT2 FZD2 GAR1 GATM GCA GEMIN6 GET1 GMCL1 GMFG GPD1L GYG1 HACD1 HCAR3 HCK HLTF HOXB2 HS2ST1 HSPA6 IFI16 IFITM2 IFT27 IL1R2 IL27RA IQGAP2 KCTD12 KDM7A KHNYN KIF16B KLHL26 LAPTM4A LBR LGALS8 LPP MAN2A1 MAP3K5 MBP MFSD1 MLEC MLXIP MOB3B MPRIP MRPL58 MRTFB MYC MYCL NAA40 NAIP NCSTN NDRG3 NDUFB2 NFE2 NFYB NIPA2 NPC2 OAT OSBPL11 OSBPL1A PCCB PCYOX1L PDIA4 PDLIM2 PGRMC1 PICALM PPT1 PRIM1 PRKACB PRNP PRPS2 PSTPIP1 PTBP1 PTPRE PYCARD RAB1A RAB31 RAB7A RCOR1 REEP5 RETREG2 REXO2 RHEB RIN2 RNASE4 RNASE6 RREB1 RXRA SAMHD1 SCRN1 SDHB SEPTIN9 SFXN3 SKAP2 SLA SLC12A7 SLC19A2 SLC25A36 SLC38A6 SLC7A8 SLC9A6 SNX5 SOCS5 SOD1 SPG21 SPR SRPRB SRSF9 SSR1 STAC SYK SYNC TBC1D31 TGFBI TGFBR2 TLR2 TMED10 TMEM243 TMEM59 TMEM70 TMX2 TNFSF10 TPK1 TPP1 TPST2 TRPS1 TTC3 TULP3 UQCRC1 WDR12 WSB1 ZBTB1 ZNF331 ZNF468 GSE45365_NK_CELL_VS_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE45365_NK_CELL_VS_CD8_TCELL_UP ABCA6 AIDA AMBP ANKRA2 ANO10 AP1M2 APC APPL2 ARHGAP17 ARID4A ARPC3 ATF1 ATP1B1 ATP6V0A1 B4GALT4 BHLHA15 BMPR2 BST2 CARD6 CARHSP1 CASTOR2 CAV2 CCDC77 CCNA2 CDC42EP3 CDH12 CDH9 CEBPG CEP135 CFLAR CRELD2 CRY1 CSRNP3 CTSA CYFIP1 CYP20A1 CYP51A1 DDHD1 DHX16 DNAJC28 DNTTIP1 EIF2B4 ENOX2 F8A1 FAM114A2 FAM193A FAM8A1 FBXO8 FGFBP1 FMNL2 FMR1NB FNTA GAB2 GATC GNA15 GPR146 GPR155 GTPBP4 HACE1 HAMP HCN2 HDAC9 HEXB IDS IL2RA INPP4A INSIG2 IQGAP2 JMJD1C KCNE3 KIF4B KLHL2 LETM2 LGR5 LIFR LITAF LMAN2 LPP MAPK7 MIOX MIR10B MRI1 MRPL40 MSMO1 MYG1 NCKAP1 NCOA1 NDUFAB1 NDUFAF3 NEDD4L NFIL3 NUDT16 NUDT19 OAS2 OSCAR OTOA PACSIN1 PCOLCE PIK3R5 PLEKHG5 PLEKHM3 PLXNC1 POLR2H PPP1CC PPP4R2 PRG2 PRKAB2 PRR3 PRSS58 PTPN6 PTPRJ QRSL1 RAB33B RAB9B RABIF RAPH1 RASSF8 RIPK2 RNF41 RTCA RUNX2 S100A6 SAP18 SCN11A SDCBP2 SERP1 SETBP1 SGO2 SIKE1 SIN3B SLC33A1 SLC6A4 SLPI SMAD4 SNX25 SNX5 SPINK13 SRGAP3 SST STXBP2 SYNE2 TBC1D8 TCF7 TCP11L2 TENT4B TEX13A TICAM2 TMCC1 TMED10 TMEM30A TRIM32 TTF1 TUT7 UBTD1 ULK2 WDCP ZFYVE19 ZKSCAN5 ZSCAN29 GSE45365_WT_VS_IFNAR_KO_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE45365_WT_VS_IFNAR_KO_BCELL_DN ABCG1 ADH1C AHI1 AK5 ALDOC ANLN APBB3 ARHGAP42 ARMC10 ASF1B ATP13A3-DT ATP2B1-AS1 AURKB BCL2L14 BIRC5 BMS1P20 BTBD16 BUB1 C10orf55 C1QTNF6 CCDC141 CCNB2 CCNE2 CDCA2 CDCA5 CENPA CENPF CENPS CEP43 CEP55 CIB4 CIT CKAP2L CLEC7A CLRN3 CNNM2 COQ3 CORO1C CRNDE CSNK1A1P1 CT83 CYP24A1 DEFT1P DEPDC1 DEPDC1B DEUP1 DIAPH3 DLGAP5 DNAI7 DNER DPY19L1P1 DSEL DYNC2I2 E2F5 EMC9 ENPP3 ENSG00000290598 ESPL1 EVI2A FAM83D FBXO10 FEN1 FGGY FLNB FOXE1 FOXE3 FOXM1 GCSAML GIMAP6 GLT8D1 GNMT GUSBP11 HPD HS2ST1 ID1 IDO2 IGFBPL1 IRGM KIF11 KIF14 KIF18B KIF20A KIF27 KIF4A KNL1 LCNL1 LDHC LEPROT LINC00865 LPCAT4 LVRN MAFK MAGEA11 MAMSTR MARCHF3 MIR101-1 MIR3976HG MIR9-1HG MIS18BP1 MKI67 MME MTFR2 NDC80 NEIL3 NIPSNAP1 NUF2 NUSAP1 OIP5 OVGP1 PABPC1L2B PARPBP PCDHGA10 PCDHGB7 PDHA2 PDPR PHACTR3 PLPPR5-AS1 PMCH POLQ PPP5D1P PRSS55 PSME4 PTAFR PTPRU PTTG1 RAB40A RAD51 RAD51AP1 RALA RASAL2 RCBTB2 RDM1P5 REXO5 RHEX RIMKLB RIMS3 RMI2 SAGE1 SAXO2 SCARF1 SEC11C SELENOP SERPING1 SFXN2 SIGLEC1 SLC16A10 SLC16A14 SLC28A2 SLC2A1 SLC30A1 SLC35F3 SLC5A9 SLC9B2 SLITRK6 SMCO4 SMG1P5 SNORA68 SORCS3 SOSTDC1 SOX7 SP8 SPAG5 SPATA22 SPC24 SPC25 SPOCK3 SSPN STIMATE STMN1 SUCNR1 TBC1D27P TBX3 TEKT4P2 THPO TIAM2 TMEM200A TMEM45A TMEM52B TOP2A TRERF1 TROAP TSSK3 TST TTK UBE2T UBL7-DT VAT1 VRK1 WDHD1 YY2 ZNF608 ZNF781 GSE45365_WT_VS_IFNAR_KO_BCELL_MCMV_INFECTION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE45365_WT_VS_IFNAR_KO_BCELL_MCMV_INFECTION_DN ACAT2 ACRBP ADAT3 ADGB AIFM2 AQP3 ASF1B ATP1B1 ATP8B5P AURKA BEX3 BHLHE41 BIRC5 BUB1B BYSL C1orf112 C22orf23 CATSPERZ CAV1 CCDC96 CCNB2 CCNE1 CD151 CDCA3 CDCA4 CDCA5 CDKN3 CENPA CENPN CEP55 CFH CHAC1 CIT CKAP2L CLDN1 CLDN14 CMTM5 CMTM8 CNN1 COQ3 COX6A1 CPA3 CRTC1 CSTF3-DT CTSG DAD1 DDX51 DENND5B DEPDC1B DIAPH3 DLGAP5 DPY19L1P1 DSG4 DYNC2I2 EMC9 ENO2 ENSG00000237250 ENSG00000247228 EPHA1 ERCC6L ESCO2 ESPL1 EYA3 F3 FAM50B FAM83D FBXO10 FEN1 FMO9P FOXR2 GALNT12 GLDC GNAZ GP1BA GPR15 GPR19 GRIN3A GUCY1A1 H4C3 HEPACAM HIVEP3 HJURP HMGB3 HOXB1 HSD3B7 HSPA2 IFI27L1 IGSF9B IL2RA IL36B INF2 ISG15 ITGA2B ITGB3 KIF18B KIF20A KIF2C KIF4A KISS1R KLHDC8B LBX2-AS1 LGMN LIME1 LINC00839 LINC00865 LINC00870 LINC01597 LINC01618 LINC01692 LIPC LRRTM4 LTBP1 MAD2L1 MARCHF2 MBNL1-AS1 MCC MCM10 MCM2 MEIG1 MGLL MKI67 MLPH MPV17L2 MTFR2 MYLK-AS1 NANOS1 NBR2 NEIL3 NEK2 NRGN NUF2 OIP5 OR4D2 PACRG-AS1 PCLAF PCYT2 PF4 PHKA1 PIK3R3 PLEKHG4 PLK1 PLOD2 POLQ PPBP PRDM1 PRRG3 PRTFDC1 PRTN3 PSAT1 PTTG1 RAB39A RAD51 RAD54L RITA1 RNF121 RPL39L RRS1-DT SELP SEMA4C SERPINI1 SGF29 SIRPG SKP1 SLC25A4 SLC6A4 SNTG2-AS1 SNX25 SOSTDC1 SPAG5 SPHK1 SPOCD1 SSX2IP ST6GALNAC1 ST7-AS1 SUCNR1 SYTL4 TBC1D27P TCEAL9 TCF19 TMEM106C TMEM158 TMEM200A TRBV7-3 TREML1 TRIP13 TROAP TSGA10 TSPAN33 TSSK2 UBE2T USP53 WWOX YY2 ZMYND12 ZNF678 ZSCAN12P1 GSE45365_WT_VS_IFNAR_KO_BCELL_MCMV_INFECTION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE45365_WT_VS_IFNAR_KO_BCELL_MCMV_INFECTION_UP AADAC ABHD11 ABHD18 ACKR3 ADAM33 ADH4 ALCAM ALMS1 ANKLE1 ANKRD30BP2 ARAP2 ARHGAP11A ARHGAP29 ARL16 ARNT ATF7IP ATP8B1 B3GAT2 BCLAF1 BRCA1 BTBD3 C11orf97 C8orf34 C9orf64 CALM2 CCDC152 CDC14C CDC40 CDCA8 CDK13 CHD8 CMBL COA8 COLCA1 CORO2B CORO7 CSKMT CXADR CYP4A22 DDX5 DDX59 DHX9 DIP2A DISC1 DLD DLGAP4 DMTF1 DNAH3 DNAJB7 DNTTIP2 DOCK11 DSPP DYNC1I2 ELOVL2-AS1 ETS2 FAM106A FAM161B FAM98C FBXW12 FGF13-AS1 FGF7 FGFR1 GABPB1-IT1 GALNT1 GAPT GLIDR GOLGB1 HAUS2 HDHD2 HEATR5B HMCN1 HYMAI ITSN2 KIF23 KIR3DS1 KRTAP2-4 LINC00265 LINC00899 LINC01242 LINC01426 LOXL4 LRRC69 LRRFIP1 LTN1 MDM1 MEIOC MERTK MICU2 MKRN2 MOAP1 MPPED2 MTMR9 MYO15B MYO1C NEK2-DT NLN NNMT NR1H2 NUMA1 NUMBL OCIAD1 OPHN1 OR51B4 ORC1 PCM1 PDE4C PGF PHACTR2-AS1 PHF19 PHIP PLAA PON1 POTEM PRR11 RAB3GAP2 RAMAC RAMP2-AS1 RASA1 RASEF RECK RERGL RHOBTB2 RRP12 SCD5 SCN11A SCN1A SLC16A4 SLC25A14 SLC25A16 SLC35E1 SLC6A16 SPATA6 SPDYE1 SUPT7L SUZ12P1 SYCP1 SYF2 SYT1 TELO2 TEX26 TMEM167B TMEM212 TMEM232 TMEM241 TNC TPR TPT1-AS1 TRIM49 TSPAN8 TSR1 TSR3 TTC38 U2SURP UACA UBQLN4 UGT2B15 USP34 VPS33A VPS35 WASHC4 WDPCP WDR35 XRCC1 XRCC2 YTHDF3 ZC3H7B ZDHHC2 ZMAT1 ZNF160 ZNF252P ZNF252P-AS1 ZNF280D ZNF318 ZNF430 ZNF44 ZNF492 ZNF518A ZNF547 ZNF611 ZNF624 ZNF721 ZNF763 ZNF837 ZP1 GSE45365_WT_VS_IFNAR_KO_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE45365_WT_VS_IFNAR_KO_BCELL_UP AASS ABHD11 ACBD5 ACSS2 ACVR1B ALOX15B ANKRD30B ANXA2P3 API5 ARAP1 ARAP2 AREG ARHGAP11A ARHGAP29 ARL16 ARL6IP1 ARSA ATXN2 AUNIP BAZ2A BDP1 BUD13 C1orf112 C1orf50 C2 C2orf49 C3orf70 CALM2 CASC2 CASD1 CAST CCDC93 CCL20 CD300LF CDC40 CDC42 CDH19 CENPI CEP126 CHM CLDND1 CNTNAP2 CPB1 CTNNB1 DBIL5P2 DHFRP3 DHRS7B DLD DNAJB7 DNASE1L2 DTHD1 DYNLT3 EBF2 EEIG2 EFCAB14 EFCAB3 ELOB EMC10 EMP3 ENSG00000224715 ENSG00000246331 EREG ERICH1 EXO5 EZR FABP2 FBP1 FLII FOXR1 FTSJ3 GADL1 GFOD1 GK5 GLCE GPR85 GTF2E2 GTF2F2 GUCY2C HAUS7 HDHD2 HIPK2 HPS5 HSBP1 IGHV1-69 KATNA1 KCNE1 KCNJ13 KCNJ14 KIAA0930 KIF16B KIF18A KIF23 KMO KRTAP2-4 LILRA3 LILRA6 LILRB3 LINC01242 LINC02880 LONRF2 LRRC25 MAP2K6 MAP3K7 MAP7D3 MAPKAPK3 MECOM MED14 MICU2 MR1 MSANTD1 MSR1 MYO1G MYOF NEK10 NEK2 NFE2L1 NHLRC2 NIPSNAP2 NIPSNAP3A NNMT NPAT NR1H2 NUCB1 NUMA1 ORC1 PDPK1 PLA2G4A PLK1 PLPBP PLPPR1 POGZ POLG POLK POM121L10P PPP2R1A PSEN1 PSMD1 RARA RASSF6 RFK RHOBTB2 RMST RNF126P1 RUNX1 S100A8 SART1 SCRN1 SESTD1 SETD3 SFT2D2 SGO2 SH3GL3 SIGLEC9 SLC4A1AP SLC6A16 SLC9A9 SPAG11A SPATA6 ST7-AS2 STIL SYNGR2 TAF2 TBC1D8B TBX19 TBXAS1 TCP1 TEDDM1 TEX261 THRB TMEM106B TPPP3 TPT1-AS1 TPTEP1 TSSC4 TTI2 UBE2Z UBL5 UBR1 UBR4 UNC50 VAV1 VIM VIPAS39 VPS35 VPS4A WASHC4 ZBTB20 ZBTB3 ZFR ZNF626 ZNF705G ZNF75A ZNF778 ZNF786 ZUP1 GSE45365_WT_VS_IFNAR_KO_CD11B_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE45365_WT_VS_IFNAR_KO_CD11B_DC_DN ABRAXAS2 ACER3 ACTR1A ADGRE1 AGGF1 AGTRAP ANKRD30BP2 ANKRD30BP3 AP3B2 ARF5 ARL5B ARMC8 ASPM ATP8B4 ATXN1 AURKA B4GALT4 BAD BLTP3B BNC1 BORCS8 BRCA1 C1GALT1C1 C1orf226 C3orf85 CALM3 CAPZB CCDC93 CCNB2 CD63 CDCA8 CDKN3 CENPE CEP55 CHCHD7 CHP1 CIBAR1 CLINT1 CNPY1 DACH1 DDIAS DENND2C DIRAS3 DLC1 DNAAF11 DNAJB14 DRAM1 EFCAB3 EHMT1 ELOVL2-AS1 ENSG00000291065 ENY2 ETF1 FAM110B FGF13-AS1 FIG4 FRK FSD1L GALNT13 GAPDH GNAO1-DT GPR82 GSKIP GSTA3 HAUS4 HBS1L HK3 HMMR HNRNPA3P1 HP HSBP1 HSD17B11 IDNK IFT20 INSIG2 INTS6 ISCA2 ISL2 ITGA7 KIF14 KIF23 KIF27 KIF2C L3MBTL4 LIN7A LINC00320 LINC00470 LINC01242 LINC01426 LMBR1 LMBRD2 LOXL4 LPP-AS2 MAGEC2 MAP2K6 MAPK6 MAPRE1 METTL7B MFAP3 MFSD13A MINDY2 MKS1 MRLN MSRB2 MSTN MYO10 NAV3 NCBP3 NCF2 NDUFAF1 NEDD4 NIT1 NKIRAS1 NLRC4 NME8 NPSR1-AS1 NR6A1 OAT OCRL OSCAR PAPLN PAQR6 PCDHB4 PCMT1 PCOLCE2 PEAK1 PGD PIK3C3 PIK3CG PLD1 POTEM PRKCD PRPF18 PSEN1 PSG11 PSMD1 PTGR1 PTPN1 RAB1A RAB32 RASL11B RBM11 RCHY1 RFXANK RHOU RUNX1 SCOC-AS1 SEPHS2 SFT2D2 SIGLEC9 SIL1 SLC16A4 SLC49A4 SLC6A16 SMPDL3A SNORD114-3 SPECC1L SPTLC1 SQOR STAU2 STIMATE STRN3 SULT1B1 SUSD5 SYNJ1 TBC1D8B TBX19 TECTB TEDDM1 TEX15 TEX47 TIPARP TMEM165 TOR1AIP2 TRIQK TYRP1 USP35 VIM VIPAS39 VN1R3 VPS33A VRK2 WDR41 XRN1 XRN2 ZFYVE16 ZKSCAN7 ZNF547 ZNF619 ZNF780A ZNRF2P1 GSE45365_WT_VS_IFNAR_KO_CD11B_DC_MCMV_INFECTION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE45365_WT_VS_IFNAR_KO_CD11B_DC_MCMV_INFECTION_DN ACADL AGR3 AIG1 AK5 AMPD3 ANTXR1 ARF5 ARHGEF37 ARSB ASPM ATOH7 ATP13A3-DT ATP8B4 AURKA BAZ2B-AS1 BCAR3 BCL2L14 BCL9 BPI C15orf48 C20orf181 CALM3 CBLIF CCDC141 CCNB2 CDC20 CDC25C CDCA3 CDCA5 CDCA8 CDK1 CDKN3 CDSN CEACAM1 CEACAM21 CENPE CENPF CEP55 CERS3 CIB4 CLDN1 CNTNAP4 CT83 CYP19A1 CYP2B7P CYP2F1 DAW1 DCDC1 DDIAS DEFB129 DEFT1P DEPDC1 DHCR7 DHFR DIO1 DIRAS3 DLG1-AS1 DLGAP5 DNAH10 DRD2 DSG1 DTL E2F8 ENPP3 ESYT3 FAM205BP FAP FGD5 FOXM1 FRK GADD45G GAS2 GINS1 GNA14 GNAO1-DT GNRH1 GRIN3A GTF3C2-AS1 H2BC12 H2BC8 HBS1L HELB HISLA HMMR HPYR1 HRH1 HTN1 HTR1E IGHV7-81 IL17A IL17RC JAG1 KCNK2 KDELR3 KHDC1 KIF20A KIF4A LDHC LINC00470 LINC00626 LINC01426 LINC01949 LINC02243 LINC02961 LMNTD1 LRRC2 MAL2 MC4R MCU MEIS2 MELK MIR503HG MIR9-1HG MKI67 MND1 MTFR2 MYO10 NAV3 NLGN1 NME8 NPHP3-AS1 NPY6R NUF2 OTOGL PABPC1L2B PAK1 PCDHB4 PCOLCE2 PLCB4 PLD5 PLK4 POPDC3 POU2F2-AS1 PPEF2 PRC1 PRKAG3 PRTG PRTN3 PSAT1 PTGR1 RBM11 RDM1P5 REC8 REXO5 RFLNB SAMD9L SCGB1A1 SFTPD SHCBP1 SHOC1 SIX2 SKA3 SLC16A3 SLC16A4 SLC25A31 SLC25A48-AS1 SLC2A10 SLC40A1 SLC5A12 SMIM7 SNHG4 SORCS3 SPAG5 SPHKAP STAM TBX3 TBX5-AS1 TECTB TEDDM1 TESMIN TEX15 TK1 TK2 TKT TMEM132D TMEM169 TMEM26 TOP2A TPRXL TPX2 TRIOBP TRIP13 TRPM1 TSSK3 UBE2C UBE2S UMODL1 UPK1B WNT5A ZNF462 ZNRF2P1 GSE45365_WT_VS_IFNAR_KO_CD11B_DC_MCMV_INFECTION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE45365_WT_VS_IFNAR_KO_CD11B_DC_MCMV_INFECTION_UP A1BG-AS1 AARSD1 ACER1 ADCK5 ALG12 ALKBH4 ALKBH5 AMH ANKLE1 ANKRD30B ANXA2P1 ANXA2P3 APOD ARHGEF18 AZGP1 BCL9L BET1L C7orf33 CA6 CABIN1 CACTIN CAPN15 CCDC142 CCDC28B CCDC61 CCNQ CHD4 CIC CLCN7 CLPX DCAF4 DCAF6 DCK DHX58 DISP1 DNAH12 DNAJC30 DOLK DPP9 DSEL DSPP DUSP14 DYRK1A EIF3B ENO3 ENOX2 EPB41L4A EPHB6 ESRRA EXO5 EZR FAAP24 FABP2 FAM118A FAM174C FAM53B FBXL14 GABPB1-IT1 GIPC1 GLCE GLO1 GPR162 HCFC1 HECTD3 HEXIM2 HHAT HNRNPU IDUA IFI27L2 IMMP2L IVD KIR2DS5 KLF8 KLHL36 KRI1 LAMP3 LETM1 LMF1 LTK LTO1 LYVE1 MANF MAP3K6 MBTPS1 MEF2D METTL25B MMAB MYBBP1A MYEF2 MYO1E NAT9 NEURL4 NF2 NOP2 NSUN4 NT5E NTHL1 OPA3 OSBPL5 PACS1 PDCD5 PEG10 PELP1 PGAP3 PHEX PHF1 PINX1 PIP4K2B POFUT1 POLG PORCN PPIL2 PPP1R13B PRPF8 PRR12 QTRT2 RCE1 RCN3 RFPL1 RHOBTB2 RIN1 RIOX1 RNF126P1 RNF26 RPAP1 RPTOR RRP7A RRP9 SDHAP2 SGCA SGF29 SHROOM1 SLC16A9 SLC35C1 SLC35E4 SLC9A3-AS1 SNX4 SNX8 SOBP SPATA5 SPOP SPRYD7 SRRM1 STAC3 STING1 SURF2 TAF1C TBCD TCEA3 TCOF1 TGIF1 TMEM129 TMEM14B TMEM150A TNPO2 TPCN2 TPPP3 TRIM3 TRMU TSR1 TTC9 UAP1L1 UBTF UCP2 UNC5CL UQCC1 USP36 VAC14 WIZ XPC YDJC YJU2 ZBTB40 ZBTB7A ZMIZ1 ZNF175 ZNF223 ZNF284 ZNF286A ZNF329 ZNF331 ZNF503 ZNF543 ZNF571 ZNF577 ZNF628 ZNF675 ZNF707 ZNF786 ZNF79 ZNF790-AS1 ZNF85 ZNF91 GSE45365_WT_VS_IFNAR_KO_CD11B_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE45365_WT_VS_IFNAR_KO_CD11B_DC_UP AARS2 ABCG1 ACOT4 ACY1 ALG12 ALG3 ALKBH5 ANK3 ANKEF1 ANKRD23 ANO9 ANXA2P1 ATP2B1-AS1 ATXN7L2 BCL2 BCL9L C10orf143 C10orf95-AS1 C14orf28 CA6 CABIN1 CACTIN CAMK1D CBR3 CBX7 CCDC180 CD5 CD6 CDIP1 CERS4 CFAP45 CHIC1 CLPX CLUH CLUHP3 CMTR1 CRTC1 CST6 CTRL CXCR3 CYB5RL DCAF4 DCK DDX51 DHRS3 DHX58 DISP1 DUBR EEIG1 EHMT2 EIF3B EIF4EBP1 EMC3-AS1 ENSG00000284691 ETS1 FAM118A FAM120C FCMR FLT3LG GIPC1 GLO1 GNPNAT1 GPM6A GPR183 GRAMD1C HPS4 ID1 IL23A INO80C JADE2 JAKMIP1 JHY KAT2A KLF3 KLF8 KLHDC4 KLHL13 KLRA1P KRI1 KRTAP1-3 L3MBTL2 LAX1 LCAT LETM1 LIME1 LINC00954 LINC02899 LMF1 LRATD2 LRRN3 LTK MACROD1 MAMDC4 MAP3K14 MAP4K1 MARCHF9 MARS2 MEF2D MFHAS1 MPV17L2 MRPS25 MSTO1 MTG1 MTRFR NAT9 NIPSNAP1 NOP14 NOP2 NOSIP NR3C2 NSD3 NT5E PAPOLA PAQR9 PATJ PATL2 PCNX2 PCYT2 PDCD4 PDCD4-AS1 PDE4DIP PEG10 PELP1 PGGHG PHEX PINX1 PLEKHG4 PNO1 POMGNT1 PP7080 PPIL2 PPP1R13B PRR12 PSEN2 QRICH1 RIMKLB RNF220 RPL39L RPS12 SARM1 SBK1 SCMH1 SH2D3C SKI SLC16A10 SLC25A4 SMYD5 SNPH SOCS1 SOX12 SPATA5 SPOCK2 ST3GAL1 ST6GALNAC6 STYK1 SULF2 SURF2 TAF4B TARS3 TCF20 TCOF1 TGIF1 THEM4 TMEM14B TMEM150A TMEM161A TNFRSF25 TNFRSF4 TRAV8-3 TRIM3 TRMU TRUB2 TTC39B TUT1 TYSND1 UAP1L1 UBASH3A UBTF UNC5CL UNK USP36 USP53 UTP20 VEGFB VSIG1 WDR35 YDJC YY2 ZNF154 ZNF175 ZNF444 ZNF506 ZNF682 ZNF827 ZNF85 ZSCAN12 GSE45365_WT_VS_IFNAR_KO_CD8A_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE45365_WT_VS_IFNAR_KO_CD8A_DC_DN ABL2 ADA ADGRD2 ADGRE2 AKAP4 AKIRIN1 APOA1 APOL1 APOL2 APOL6 ARAP2 ARFGAP1 ARHGEF2 ARID5A ARSD ATAD3A BID BMP2 BRAP BST2 BZW1 C5orf15 CASP3 CASP5 CAVIN2 CCDC40 CCNA1 CD80 CDC37 CDC42EP2 CDKN2C CEBPE CELA2A COL16A1 CSF3 CSNK1G1 CTSV CXCL2 CXCL3 DCTN4 DDX39A DDX56 DENND2D DENND5A DHX58 DKKL1 E2F8 EBI3 ECE1 EHD1 EIF1 ELF4 ELL2 EREG F3 FBLN2 FPR2 FUT5 GBP2 GCKR GLRX GRB2 GRPEL1 GTF2B GTF2F1 H2BC8 H3-3B HAPLN2 HERC6 HIVEP2 IFI44 IFIH1 IFITM1 IL15RA IL4R IRF7 ITGA9 ITPKC JOSD1 KBTBD2 KLHL23 KMO LANCL2 LGALS3BP LILRB1 LITAF LPCAT1 LRP12 LRRFIP2 LSR LUC7L MAD2L1BP MAP2K3 MARK3 MFHAS1 MFN1 MFSD12 MRPL28 MSC MXD1 NAPA NBN NBR2 NECTIN2 NFKBIA NINJ1 NMI NUP58 OTUD4 PAF1 PARP11 PARP12 PCNX1 PDE4B PDGFB PELI1 PEX26 PFKFB3 PHF11 PLAGL2 PLCH2 PLXNC1 POMP PPP1R15A PRKAG2 PRKCG PRPF3 PSEN1 PSMC1 PSMD11 PSME2 PTGER4 PTGIR PTPN1 RAB29 RAB8B RAPGEF2 RASSF4 RBM4 REL RIN2 RNF19A ROBO4 SAA3P SAR1A SCNN1A SDC4 SFRP5 SIX5 SLC11A2 SLC1A3 SLC25A28 SLC2A6 SLC39A8 SLC43A3 SLC7A11 SMOX SNAI1 SNIP1 SNRPB SOCS2 SPEF1 SPHK1 SPRED2 SPSB1 SRGAP2 SRP54 SSTR2 ST8SIA4 STAT3 STAT5A STX4 TALDO1 TAP1 TDP2 TICAM1 TIGAR TJP1 TLK2 TLR2 TNFAIP2 TNFAIP3 TNFRSF1B TNIP1 TP53AIP1 TP53BP2 TRADD TRIM21 TRIP12 TRPV6 UBE2L6 UBE2Z UBXN4 UFD1 VEZF1 WAPL WARS1 YIPF6 ZC3HAV1 GSE45365_WT_VS_IFNAR_KO_CD8A_DC_MCMV_INFECTION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE45365_WT_VS_IFNAR_KO_CD8A_DC_MCMV_INFECTION_DN ACAD10 ACTL7A ADAMTS12 ADAP1 ADGRA2 ADORA1 ADRA1B AKR1C4 ALAD ALOX12P2 ANKEF1 ANKRD55 APBA2 ASXL2 ATP10B ATP1B4 ATXN8OS B3GNT4 BEST2 BID BNC2 BRINP1 C10orf95-AS1 C11orf16 C2orf83 C6orf62 CAND2 CAV2 CAV3 CCHCR1 CD1D CD320 CD3G CDK5R1 CDKL1 CELA2B CKAP2 CLEC11A CNNM4 COL9A1 COQ7 CPA4 CPE CR1 CTSF CWH43 CXCR6 DBH DCAF16 DGCR6L DGKG DNASE2 DOC2B DSG1 DUSP13 DUSP4 EPN3 ERCC1 ETS1 ETV3 FAAH FCN1 FLNC FMO5 FMOD FST GABRA2 GABRE GAD2 GCNT3 GDAP1L1 GJB5 GLS2 GNB3 GPATCH8 GREB1 GRIK3 GTF2H3 H4C2 H4C7 HAP1 HAUS2 HEATR6 HLA-K HNF1A HOXB5 HSPB8 IGLJ3 IL2RA ITGA8 KCNA2 KCNJ5 KDM4A KIR2DL3 KLF2 KRT18 KRT33B KRT85 LARP6 LCE2B LEF1 LIN28A LIN7B LINC00939 LINC01949 MARK1 MC1R MEPCE MMP24 MORC4 MSLN MTCP1 MTMR12 MTNR1A MTTP MYBPC2 MYL3 MYL4 NCALD NFIB NIPAL3 NOSIP NPDC1 OR10J1 OR51E2 OR7C1 OTC PCDHGA8 PDLIM4 PLCH1 PLD1 PLLP POM121L2 POU5F1B PPP1R2C PRDX2 PRKAR2A PRORP PSMD4 PTGES PTP4A3 PTPRH PTPRM RAMP1 RBMS3 RDH16 RORC RPL37A SCGN SDHAP1 SEC61B SEMA3G SERGEF SERTAD3 SLC10A2 SLC12A5 SLC27A2 SLC2A11 SLC5A4 SMAD9 SMTN SND1 ST6GALNAC2 SULT4A1 TAF1 TAF5L TEAD4 TEF TFCP2L1 TGFB2 TNP2 TNXB TRIOBP TRPM8 TSSK2 TTI2 TTPA UPK2 URB1 USP29 VEZT VHL VNN2 VPREB1 VPS50 VSTM4 WDR83OS WIPI2 WNT2 WT1 XCL1 XPNPEP2 ZBTB7A GSE45365_WT_VS_IFNAR_KO_CD8A_DC_MCMV_INFECTION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE45365_WT_VS_IFNAR_KO_CD8A_DC_MCMV_INFECTION_UP AAK1 ADISSP AFDN ALDH9A1 AMPD2 ANKS1A ARHGAP1 ARID1A ASAP1 ATP2A2 BEAN1 BICD2 BRD4 C1orf54 C2CD2 CAPN1 CASP8 CASS4 CBR4 CBX4 CCL13 CCL17 CENPT CFAP20 CHCHD2 CHD9 CHST2 CISD1 CLASP1 CLEC4A CLEC5A CLK2 CLN5 CLOCK CMC2 CNOT3 COA1 COL9A2 COMMD10 COPS7A COQ8A COX8A CRK CRTC3 CRYBG3 CST3 CYP2B6 DDX39B DDX60 DENND4B DVL3 EIF4G1 EIF5 ERCC5 ERI2 F3 FASN FBXW7 FHOD1 FILIP1L FKBP1A FKBP3 FSCN1 FTSJ3 FZD7 GAK GAN GASK1B GATAD2A GBF1 GCFC2 GORASP1 GPX3 GRINA HCK HDAC1 HECTD3 HGS HIGD1A ICAM1 IDE IKBKB IL2RG IPO9 JAK2 JUND KAT6A KDELR1 KIF16B KMT2A LAMB3 LASP1 LIN7C LRP10 LSP1 LUC7L2 LYRM2 MACF1 MAP2K2 MAP7D1 MED15 MICB MLEC MMP7 MTPAP MYO1F MYO9B NAAA NACC2 NID2 NRDC NSMCE4A NUP85 OAZ2 OS9 OTUD4 PARP12 PILRB PKD1P6 PKM PKN1 PLAU PLEKHM1 PLIN3 PLXNA1 PLXNB2 PNPLA6 POLR2J POLR2J4 POP5 PRCC PRKACA PRKCD PSMC5 PSME3 PTBP1 PTPN22 QPCT RAB4A RAF1 RASSF4 RBBP6 RERE RIPK1 RNF170 RNF44 RTN1 SCARF1 SDC4 SF3B4 SH3GLB2 SH3TC1 SIRT6 SKAP2 SLC20A1 SMG7 SOCS5 SRSF5 SRSF9 SSRP1 STAG3L1 STAT1 SUOX SUPT6H TAPBP TAX1BP1 TBC1D10B TBC1D2B TBC1D5 TCERG1 TCF4 TFEC TLN1 TM9SF2 TMEM135 TMEM214 TMSB15B TMX2 TNFSF10 TNPO3 TP53 TPST2 TRAF3IP3 TYK2 UBXN7 UMPS USP47 VAMP1 VAMP2 VCL VWA8 WBP2 WIPI1 WSB1 XIST YEATS2 ZNF512B ZNF75D ZYX GSE45365_WT_VS_IFNAR_KO_CD8A_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE45365_WT_VS_IFNAR_KO_CD8A_DC_UP ABHD10 ACAA2 ACAD8 ACADM ACAT1 ACTB ACVR2B ADD3 ADTRP AHI1 AMZ2 ANAPC5 ANP32A AP1S1 AP2S1 APP ARHGAP19 ASL ATIC ATP5IF1 ATP5MC3 ATRAID BABAM1 BCL9 BLTP2 BMX BRD3 CADM3 CAPRIN2 CAT CCDC28A CCDC87 CCDC92 CDIPT CEP104 CEP164 CHKB CLNS1A COA1 CORO1A COX10 COX11 CTBP1 CTC1 CXCR1 CXXC1 CZIB DDX11 DESI2 DGKG DIS3 DNMT1 ECHDC3 EEF1G EIF3E ENTREP3 ESYT1 F2RL1 FAM13A FAXDC2 FRAT2 G6PC3 GAA GALNT7 GARRE1 GDE1 GET1 GLB1 GPD1L GPRC5D GSTK1 GSTZ1 HAUS4 HCFC1R1 HCP5 HDDC2 HMGB1 HMOX2 HOXC11 IDH1 IFFO1 IL11RA IL13RA1 IL16 INPP4A IRAG2 LAMTOR2 LBP LBR LCT LDHB LIPA LMAN2L LRRC8D MAGED1 MAPK14 MBP MDH1 MID1IP1 MNT MPV17 MRC1 MRPL16 MRPL34 MRPL42 MRPL58 MTHFSD MTX2 MXI1 MYCL NDUFS3 NKRF NME4 PARVB PCYOX1L PDHB PECAM1 PECR PELI2 PEX19 PEX2 PGAP2 PIAS3 PIGB PIGF PIGT PLBD1 POLR2G PPP2R5A PRELP PRKACA PSTPIP1 PYCARD RAD17 RANGRF RBL2 RCOR3 RER1 RETREG2 RFPL2 RHOD RMND5A RPN2 RPP38 RTN1 S100PBP SCNM1 SCRN1 SEPTIN11 SERP1 SF3A2 SHMT2 SIGLEC6 SIRT3 SLC25A36 SLC25A5 SLC27A3 SLC29A3 SLC35A1 SNX5 SPDL1 STAC STX6 SV2A SYNC SYNGR2 TARBP1 TBL1X TDP1 TESK2 TGFBR2 TIMELESS TMED10 TMEM134 TMEM223 TMSB15A TRAPPC9 TRIAP1 TSEN2 TSPO TTC19 TTC22 TXN2 UBE2D4 UQCRC1 UROS USP13 VAV3 WAS ZDHHC24 ZNF106 ZNF154 ZNF43 ZNF816 ZNF835 ZNF862 ZNF93 GSE45382_UNTREATED_VS_TGFB_TREATED_MACROPHAGES_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE45382_UNTREATED_VS_TGFB_TREATED_MACROPHAGES_DN ABTB2 ALG2 ANKRD33B AOC1 APOL1 ARHGEF17 AURKA BAIAP2L1 BCL2L1 BCL9L BMAL2 C15orf48 C17orf58 C4orf46 C5orf15 CAMK1D CASZ1 CCDC127 CCM2 CD200 CD70 CDK2 CDKN1A CEP135 CEP68 CFB CGN CHD2 CLCF1 CMTR1 CNN3 CREB5 CSF2RA CSRNP1 DENND4A DNAI2 DSC2 DUSP5 DYNLRB1 EBF1 EBI3 ECE1 EDARADD ENOX1 ENTHD1 FLJ13224 FOXP1 FSCN1 FSTL1 GADD45B GCH1 GNE GP9 GPR132 GRAMD1A H2AC13 H2AC25 H2AC8 HEXIM1 HMGCR HMGCS1 HMGN2P46 HPRT1 IGSF8 IL12B IL13RA1 IL15RA IL23A IL2RA IL32 INSM1 IRF1 IRF1-AS1 ISG20 KIF2C KIFBP KLC2 KLF5 L3MBTL4 LAD1 LDLR LMNB1 LMNB2 LONRF1 LRCH3 LXN MACROH2A2 MAP3K1 MAP4K4 MAPKBP1 MBOAT2 MCF2 MED13 MED21 MELK MIA MPC2 MROCKI MRPL49 MSMO1 NBL1 NEFH NEURL3 NFATC2IP NFKBID NIBAN1 NIM1K NRG2 NXT2 OPTN ORMDL2 ORMDL3 OTUD7B P2RY10 PCNX3 PDCD1LG2 PDE4B PDE4D PDRG1 PI4K2A PIK3R3 PIP5K1B PLAT PLD2 PPCDC PPP2R1B PPP2R3A PRAME PRPF40A PRRG4 PTGIR PTGR3 PTGS2 PTPN1 PVR PYM1 RAB3IP RABGAP1L RAP2A RELB S1PR1 SEMA4C SEMA7A SERPINB9 SGPP2 SIAH1 SIAH2 SLC22A23 SLC5A6 SNHG15 SNX11 SOD2 SPAG16 SRD5A1 SRSF12 STC2 SUCO SUZ12 SWAP70 SYNPO TAMALIN TARP TBCC TLCD1 TLCD3A TMEM131L TMEM41A TMEM41B TMOD2 TMSB15B TNFAIP1 TNFAIP2 TNFAIP6 TNFRSF4 TPST1 TRAF6 TRIP10 TSPAN2 TTC39A TTK TTYH2 UBE2Z VANGL1 VAV2 VCP WHRN XCL1 YPEL5 ZBTB5 ZC3H4 ZER1 ZFTA ZHX2 ZKSCAN5 ZNF618 GSE45382_UNTREATED_VS_TGFB_TREATED_MACROPHAGES_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE45382_UNTREATED_VS_TGFB_TREATED_MACROPHAGES_UP ABCG2 ADCK2 ADCY7 ADORA3 AHCY ARHGAP15 ARHGAP17 ARHGAP18 ARHGEF6 ARMC10 ARMCX5 ARV1 ATP1A1 ATP6V0A1 ATP6V0E2 BCL6 BIN2 BRPF1 C16orf54 C17orf100 C1orf162 CALCOCO2 CALR CAMK2D CARD6 CARD9 CASP8 CBL CCDC14 CCDC86 CCND3 CCR1 CCR5 CD1C CD200R1 CD33 CD81 CD99 CDCA7L CDK4 CH25H CHD1L CHEK2 CHPT1 CLEC11A CMPK2 CMTM3 CPPED1 CST3 CST4 CSTB CXCR2 CYSLTR1 DAP DCUN1D4 DENND4C DGLUCY DIAPH1 DIAPH2 DIP2B DMAC1 DNMT1 DOCK5 DUSP23 EBPL EGR2 EIF4EBP1 EMB ERCC1 EVL EXOSC4 F13A1 FARSB FERMT3 FEZ2 FHL3 FLVCR2 GINS3 GNAI3 GNPDA1 GPRIN3 GRAMD4 GSPT2 HAVCR2 HCFC2 HIVEP3 HK3 HS2ST1 HYCC1 IFI44 IL17RA IL27RA ING2 INPP5D IRAG2 ITPRIPL1 JADE1 KATNB1 KIAA0930 LMO2 LNPK LRRC8C LST1 LYL1 MACROH2A1 MAPRE2 MARCHF1 MBOAT1 MGST2 MIF4GD MILR1 MIOS MLKL MPP1 MPPE1 MRPL4 MTMR14 NAGA NAGK NAT10 NCAPH NRGN NUDT16 OAS2 OSGEP OTULINL PA2G4 PAK1 PAPSS1 PARVG PDXK PDZD11 PEMT PHF19 PLA2G15 PLEKHF2 PLOD3 PLXDC2 PNPO POGK POLD1 POMGNT2 PRKACB PRMT5 PRPF19 PTGS1 PYCARD RAB31 RAC2 RGS18 RRS1 S100A4 SEPTIN9 SETD7 SH3BGRL3 SLC17A9 SLC19A1 SLC37A2 SLFN11 SMAD1 SNAI3 SNU13 SORD SP110 SPG21 ST6GAL1 STAC SYNE3 TAGAP TAPT1 TBC1D5 TBL1XR1 TEP1 TIFA TK2 TLR4 TMEM60 TNFAIP8L2 TRIP6 TRIT1 TSHZ3 TSPAN32 TUBA4A UBE2E2 UBE2L6 UCHL3 UQCRC1 VASH1 VAV1 VCL VPS45 VWA8 WDR26 XAF1 ZFP36L2 ZNF202 ZNF558 ZNF641 GSE45739_NRAS_KO_VS_WT_ACD3_ACD28_STIM_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE45739_NRAS_KO_VS_WT_ACD3_ACD28_STIM_CD4_TCELL_DN ADA ADNP AGPAT4 AMZ2 AMZ2P1 ANKRD13C ANKRD28 ANO2 APAF1 APOL3 APPBP2 ARHGEF28 ARL6IP5 ARRDC3 ATPAF1 ATRAID BAZ2B BCAR3 BCL6 BRD3 BRI3 BTN3A1 BTN3A2 C14orf132 C14orf93 C17orf97 C1orf21 C2orf74-DT C9orf40 CAPRIN1 CARF CBLN3 CCDC3 CCDC86 CCNDBP1 CCNI CD46 CD47 CENPF CFAP20DC COBL COG4 COL15A1 CRACD CREB3L4 CROT CSAD CUL4B CUTALP DACT1 DDB2 DECR1 DENND2B DZIP3 EIF3F EIF4E3 ENSG00000267665 ENTPD1 ERCC6 ERG28 ETS1 F2RL2 FAM117A FAM167A FEZ1 FRA10AC1 FTO FUCA1 FUNDC1 FXR1 GDE1 GLIDR GM2A GSTM2 GSTZ1 GTF2I H2AC15 H2AC6 H2BC21 HERC2 HIPK1 HMGN5 HOXC10 IFI35 IGBP1 IKBKB IQCG ITFG1 ITM2B JAKMIP2 KDELR1 KDM4C KDM5B KLHDC2 KLHL12 KRT10-AS1 LAMC1 LIMA1 LIPT2-AS1 LYSMD3 MACO1 MARCHF6 MARCHF8 MAX MED28 MEGF6 MFSD8 MIS18BP1 MITF MTARC2 MUC15 NBR1 NEAT1 NIPSNAP2 NPTX2 NSMCE2 OAZ2 OTUD1 PABPC5 PARP4 PBXIP1 PCBP2 PCMTD1 PDCD4 PECAM1 PITPNA-AS1 PKHD1 PKIA PLD1 POLI PPCS PPM1H PPP2R5C PRKD1 PROK2 PRUNE2 PTPN13 PTPN22 PYCARD RACGAP1 RASGRP4 RB1CC1 RBM43 RBPMS RCAN3 RFX7 RIMBP2 RIPOR2 RNF114 RNF20 RNPEP RTF1 RTP4 RXFP2 SELL SEPSECS SERPINA5 SGK1 SH3PXD2A SIKE1 SLC16A10 SLC6A13 SMYD3 SPTBN1 STAM STAT2 STRADB SYF2 TEP1 TFDP2 THYN1 TIA1 TIFA TMEM230 TMEM263 TMEM42 TMOD2 TOP3B TPK1 TRAFD1 TRPM6 TXNIP UBA3 UBE2L6 USP9X VPS13C VPS39 VPS4B WBP1L WDR72 WFDC1 YTHDC1 ZBTB40 ZC3H6 ZNF138 ZNF260 ZNF33B ZNF443 GSE45739_NRAS_KO_VS_WT_ACD3_ACD28_STIM_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE45739_NRAS_KO_VS_WT_ACD3_ACD28_STIM_CD4_TCELL_UP ABHD3 ACTR3 ADO AJAP1 ARX ATF1 ATG101 ATP8B2 AUNIP BCCIP BCL2 BCL2L1 BTG3 BZW1 C1orf109 CBFB CCNB1 CCND2 CCNE1 CCT6A CCT8 CD55 CDC6 CDK17 CMPK2 COPRS CRLF3 DCAF4 DDIAS DDX19A DDX39A DHX15 DIMT1 DKC1 DLX2 DNAJA3 DNTTIP2 DRG1 DUSP2 DUSP6 E2F6 EIF2S1 EML4 ERICH1 ETS2 ETV5 FBXO30 FIGNL1 FOSL1 FOXN2 FUT4 GAR1 GATAD2A GEMIN6 GNPNAT1 GTPBP4 GUK1 HILPDA HIVEP2 HNRNPF HSPA1A HSPA5 IDH3A IGFLR1 IL19 IL2RA IL2RB IMPA1 ING5 IRX3 ITPR3 JPH1 JUND KCTD9 KIF21B KLF6 KPNA4 KRT86 LARP4 LIF LINC00944 LRPAP1 LTV1 LYAR MAF MAPKAPK3 MB21D2 MCRIP2 MFNG MRPS6 MRTO4 MSC-AS1 MTHFD1L NAB2 NCL NDST1 NETO2 NFKBIZ NIP7 NLRP5 NMD3 NPM3 NR4A3 NRARP NUDC NUP153 NUP58 OTUD4 PDSS1 PHF13 PHF5A PIM3 PITPNA PJA1 PNMA8A PNO1 POLR1E POLR1G POLR3K PPP1R15B PPP1R1A PRELID3B PRPF4 PRPF4B PTGER3 PUM3 PXYLP1 QTRT2 RAB18 RABIF RAD1 RAP1B RBM18 REEP3 RGS3 RPF2 RPP40 RRAS2 RRM2 RRP15 RRS1 RSC1A1 RYBP SAMSN1 SCD SDE2 SEC24A SEH1L SH2B3 SLAIN2 SLBP SLC2A1 SLC2A3 SMIM13 SNHG1 SNHG17 SNRPB2 SPRED1 SPRED2 SRPRB SRRT SRSF10 SRSF2 SRSF7 STAT4 STIP1 SUV39H2 SVIL TEX10 TEX30 TFAM TGFBR1 TIMM13 TIMM17A TIMM8A TLCD1 TMEM158 TMEM201 TMEM70 TNFRSF12A TOX TPPP2 TRIB3 TRMT10C TRNT1 TWF1 TWNK TXNDC17 URB2 UTP14A WDR12 YDJC ZDHHC9 ZEB1 ZHX1 ZNF330 ZNF367 ZNF48 ZNF584 ZNFX1 GSE45739_NRAS_KO_VS_WT_UNSTIM_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE45739_NRAS_KO_VS_WT_UNSTIM_CD4_TCELL_DN ABCG1 ACSS1 ADD3 ADNP AFTPH AGA AMZ2 APAF1 ARHGAP15 ARL6IP5 ARRDC3 ATRAID BCAR3 BMPR2 BRD3 BRD8 BTN3A2 C12orf76 C14orf132 CAPRIN1 CCDC90B CD46 CD47 CDK5 CDKN1C CFAP20DC CHD3 CKAP2 CLCN3 CRYZL1 CTBS CTDSP2 CUTALP CXCR2 CYP39A1 DACT1 DAZAP2 DCTN4 DDB2 DECR1 DENND4C DET1 DNTTIP1 DYRK1A EBF1 EBF2 EIF3F ENSG00000289161 ERCC5 ETS1 ETV7 EVI2A FAM110B FAM167A FBXO33 FBXO34 FRY FTO FTX FUCA1 GALC GDF11 GLIDR GM2A GOLPH3L GPR65 GPSM2 GRK3 GTDC1 H2AC11 HAPLN3 HTRA4 INTS8 JAKMIP2 JMY KDELR1 KDM5B KLHDC10 KRT25 LAMC1 LGSN LINC01003 LIPA LIPT2-AS1 LIX1L LPIN1 LRRC37A2 LTA4H MAB21L2 MARCHF6 MARCHF8 MAST4 MBNL3 MBTD1 MDH1B MEGF6 METTL21A MRPL30 MTARC2 MTSS1 MUC15 MVB12B NDUFB5 NEAT1 NIPSNAP2 NLRC3 NLRP2 NMT2 NPHP3 NT5E OARD1 OIP5-AS1 PALS1 PAM PAN2 PARN PBX1 PBXIP1 PCBP2 PCCA PDZD2 PECAM1 PHEX PHF6 PIK3R3 PITPNA-AS1 PLA2G4C PLCB1 PLIN2 POLI PPP1R12B PPP2R5A PRKAB2 PRKD1 PRUNE2 PSIP1 PTER PTPN13 RACGAP1 RBPMS RCAN3 RCBTB1 RCOR3 RETREG1 RNF103 RNF185 RNPEP RSPRY1 RTP4 RXFP2 SAMD9L SCARB2 SELL SENP7 SH3BGR SH3PXD2A SIAH1 SLC12A8 SLC1A4 SLC23A2 SLC25A46 SLC6A13 SPIN1 SPTBN1 SRP9 ST8SIA4 STAG2 STAM STAT1 STK19 TBC1D2B TCAIM TCF3 TFDP2 TIA1 TINF2 TMEM185A TMEM19 TNFRSF11A TP53INP2 TPTE TRERF1 TRMT5 TTLL5 VAMP4 VPS13B VPS37A VPS4B YPEL5 ZBED5-AS1 ZBTB26 ZBTB3 ZC3H4 ZDBF2 ZFAND5 ZNF217 ZSCAN9 GSE45739_NRAS_KO_VS_WT_UNSTIM_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE45739_NRAS_KO_VS_WT_UNSTIM_CD4_TCELL_UP ALG3 ALG8 ANKRD37 AQP9 ARHGAP45 ATAD2 ATG101 AUNIP BATF3 BCCIP BCL2 BCL2L1 BLOC1S4 C2CD2L C6orf58 CD48 CD55 CDC123 CDC6 CHRNA5 CNBP COPRS CSF2 DCAF13 DDX28 DDX39A DDX47 DIMT1 DLX2 DNAJA1 DNAJA3 DRG1 DUSP2 DUSP7 E2F6 EIF2S1 EIF2S2 EIF3B ELAVL2 ENOPH1 ERICH1 ETV5 FAM111B FAM177A1 FAM241A FARSA FLJ20021 GALNT18 GALNT4 GAR1 GATAD2A GFM1 GFOD2 GGCT GINS3 GOLPH3 GPATCH4 GPR157 GPSM1 GSPT1 HJURP HNRNPF HRH1 ICAM2 IFNG IFNGR1 IL10RA IL2RB IMP3 IPO4 ISG20L2 ITPR3 JAKMIP1 JPT2 KLF2 KLF6 KLHL21 LARP4 LINC00944 LONRF3 LRFN4 LRP8 LTV1 MAPK6 MAPKAPK3 MB21D2 MCM10 MCRIP2 MFNG MMD MRPL39 MRPL41 MRPS6 MRTO4 MSH2 MTHFD1L MTRR MYO19 NAB2 NCAPH2 NCEH1 NCL NDUFAF2 NETO2 NFKBIZ NIFK NKD2 NMD3 NME1 NOC3L NPM3 NR4A3 NSMF NUDC NUDCD1 OPRM1 OR13C4 PAICS PDE9A PDSS1 PEA15 PFKFB3 PITPNA PITPNB PLD6 PLK3 PNP POLE2 POLR1E POLR1G POLR3K PPAT PSMD11 PTGER3 PTGS2 PUM3 QTRT2 RAB8B RAD1 RAP1B RBM18 RNF144A RPS6KA5 RRAS2 RSL1D1 SAMSN1 SDE2 SDF4 SERPINB9 SH2B3 SIK1 SLC1A5 SLC2A1 SLC2A3 SLC5A6 SNHG1 SNHG17 SNHG4 SNORD104 SNRPB2 SPHK1 SRFBP1 SRPRB SRSF7 STAT4 STX11 TASOR2 TES TEX10 TFAM THUMPD3 TIMM17A TIPIN TLCD1 TMEM158 TMEM70 TMEM97 TNFRSF12A TNFRSF25 TNFSF10 TOMM5 TOX TRIB1 TRNT1 TUBB4B TWNK TXLNG U2AF1 UBE2G2 UBIAD1 UCK2 UMPS USP1 UTP18 UTP3 WDR77 YWHAG ZEB1 ZMPSTE24 ZNF584 GSE45739_UNSTIM_VS_ACD3_ACD28_STIM_NRAS_KO_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE45739_UNSTIM_VS_ACD3_ACD28_STIM_NRAS_KO_CD4_TCELL_DN ABCB1 ACOX2 ADGRG1 ADRB2 AGAP1 ANTKMT AOAH APMAP ARHGAP26 ARPC5L ATP8A1 AUTS2 B3GAT1 BCL7A BFSP1 BNC2 BPGM BZW1 C1orf21 CACNA2D2 CAMK2N1 CASZ1 CBLB CCL4 CCL5 CCNA1 CD160 CD19 CD244 CD248 CD63 CD72 CD79A CD8A CD8B CDK14 CDY1 CHST10 CHST12 CHSY1 CLCN6 CLIC3 CMA1 COLGALT2 CRIM1 CRTAM CST7 CTSW DBN1 DENND2B DKK3 DLG3 DLG5 DNMBP DYSF EFHD2 ENC1 F2R FAM30A FAM3C FASLG FAT4 FEZ1 FYN GALNT1 GALNT11 GALNT3 GAS7 GATAD2A GFI1 GFOD1 GGA2 GNLY GOLM1 GPR65 GSE1 GTDC1 GTF3C1 GYG1 GZMA GZMB GZMH GZMK HDAC9 HIP1 HLA-A HLA-C HLA-DMA HLA-DMB HOMER1 HOXC4 ID2 IL12A IL2RB ISG20L2 ITCH ITGAM ITPK1 KIN KIR2DL1 KIR2DL2 KIR2DL3 KIR2DL4 KIR2DL5A KIR2DS2 KIR2DS5 KIR3DS1 KLRC3 KLRC4 KLRD1 KLRF1 KLRK1 LAG3 LITAF LYVE1 MAP3K8 MATK MCTP2 MED14OS MT1F MTCL1 MVB12B MXRA7 MYO6 NCR3 NIP7 NKG7 NME8 NT5E NUAK1 NUDT11 P2RY14 PALLD PAX5 PCDH9 PDE4A PDGFA PDGFD PDLIM1 PHACTR1 PKIG PLAAT3 PLCG2 PLEK PLEKHF1 PLXND1 PRF1 PRSS23 PTPN12 PTPN22 PTPRB PTPRK RAB5IF RABIF RGS9 RHBDF2 RHOQ RIT1 RNF40 ROR1 RRAS2 RUNX3 S1PR5 SCCPDH SEMA4A SERTAD3 SH2D2A SIPA1L3 SLAMF7 SLC17A9 SLC1A7 SLC25A4 SLC2A1 SPARCL1 SPHK1 SPIB SPON2 SPRING1 SSX2IP STAG3 SYBU SYNGR3 TBX21 TCF4 TGFBR3 TLE1 TLR3 TMEM97 TNFRSF9 TSPAN3 TSPOAP1 TTC38 UBB USP11 VAV3 XCL1 YBX3 ZEB2 ZFTA GSE45739_UNSTIM_VS_ACD3_ACD28_STIM_NRAS_KO_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE45739_UNSTIM_VS_ACD3_ACD28_STIM_NRAS_KO_CD4_TCELL_UP ACVR1 ACYP2 ADI1 ADPRM ADSL AMMECR1 ANK3 ANKRD55 ANP32B AP3M2 APBB3 AQP3 ARHGAP15 ARHGEF11 ARID5B ASXL1 ATP5PD BAG3 BEX3 C2CD5 CACNA1I CAMK4 CBX7 CCNL2 CD28 CD40LG CD5 CDC14A CEP68 CFP COMMD3 CORO1B CREBZF CRYBG3 CSGALNACT1 CTLA4 CTSB CUTC CYLD CYSLTR1 DALRD3 DAP3 DBP DEAF1 DEF6 DENND5A DGKA DIDO1 DPP4 DYRK2 EDAR EDEM1 ENOSF1 ENTPD4 EPHB6 EPHX2 EXOC1 F5 FAM13A FBXL8 FCGRT FHIT FHL1 FLT3LG FRY FUBP1 FYB1 GABBR1 GALT GARRE1 GNAQ GOLGA8B GORASP1 GPA33 GPR183 GRSF1 GSTK1 HADHB HAUS4 HSPB1 ICOS IFI44 IGBP1 IL11RA IL6R IL6ST INPP4B INPP5A ITGA6 KCTD3 KLHL3 KRT18 LANCL1 LDHB LEF1 LETMD1 LGALS3BP LIMS1 LIMS2 LINS1 LPAR6 LPIN2 LTB LTBP3 LY96 MAL MALT1 MAP3K1 MAST4 MCUB MDFIC MEIS3P1 MEOX1 MFHAS1 MICAL1 MKRN1 MLLT3 MORC2 MORC4 MSL3 MX2 N4BP2L2 NECAP2 NEFL NEMP1 NET1 NFRKB NOL9 NOSIP NUP50 NUP85 ORC3 PAICS PARP12 PCMTD2 PCYOX1L PDE4DIP PDK1 PHC1 PHF10 PIGC PLCL1 PLP2 PLSCR3 PMM1 PPWD1 PRKCA PRORP PRPSAP2 PSIP1 PTCD3 RAB3GAP1 RCAN3 RERE REXO2 RFNG RNASET2 SERINC5 SLC7A6 SOD1 SPG7 SPTBN1 SSBP1 SSBP2 ST13 ST8SIA1 STAT5B STX16 SVIL SYNE3 SYNJ1 TACC3 TARDBP TBC1D4 TCF7 TENM1 TENT4A TESPA1 TLK1 TMEM131L TNFRSF25 TPCN1 TRAC TRADD TRAK2 TRAT1 TRAV8-3 TRDV2 TRIB2 TRPC1 TTC12 UBQLN2 UBR4 UXS1 VIPR1 VPS8 WDR59 ZBTB14 ZFC3H1 ZNF512B GSE45739_UNSTIM_VS_ACD3_ACD28_STIM_WT_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE45739_UNSTIM_VS_ACD3_ACD28_STIM_WT_CD4_TCELL_DN ABCA2 ABCB1 ACAA2 ADAP1 ADGRG1 ADIPOR2 ADRB2 AGAP1 ANTKMT AOAH APMAP APOBEC3G ARHGAP26 ARPC5L ATG2A ATP1B3 ATP8A1 BPGM BRAP BZW1 C11orf21 C1orf21 CACNA2D2 CALR CAMK2N1 CARS1 CBLB CCL4 CCL5 CD160 CD244 CD248 CD63 CD8A CD8B CHI3L2 CHP1 CHST12 CHSY1 CLIC3 CRIM1 CRTAM CST7 CTSW CX3CR1 CYB561D2 CYRIB DNAJC1 DPY19L1 DUSP2 E2F3 EFHD2 EIF4G3 EMD ENC1 F2R F8 FABP5 FASLG FCGBP FKBP11 G6PD GALNT11 GATA6 GATAD2A GGA1 GPR137B GSE1 GTDC1 GTF3C1 GZMA GZMB GZMH GZMK H2AX H4C11 HEXIM1 HOMER1 HOPX HOXC4 ID2 IDS IFNG IL2RB IPPK IQGAP1 ITGAL ITPK1 JAKMIP2 JMJD6 KLF10 KLRA1P KLRC3 KLRC4 KLRD1 KLRF1 KLRG1 KLRK1 LAG3 LITAF LLGL2 LSM1 LYST MAFF MANF MAP2K3 MAP3K8 MATK MFN2 MFSD10 MT1E MT1F MT2A MVB12B MXRA7 MYBL1 NAA50 NCALD NCR3 NKG7 NPC1 NT5E PARP8 PDSS2 PDZD8 PECAM1 PHGDH PIGT PIN1 PIP4K2A PITPNC1 PLAAT3 PLEK PLOD1 POMP POP4 PPM1A PPP3CA PRF1 PROCR PRPF31 PRR5L PRSS23 PTCH1 PTGDR PTPN4 PTS RAB27A RAB29 RAB5C RAB5IF RALGDS RAP2A RBBP7 RFTN1 RGS3 RHBDF2 RHOF RIC8A RMND5A RUNX3 SAR1A SCCPDH SEPTIN11 SH2D1A SH2D2A SLAMF7 SLC25A4 SLC27A3 SLC36A1 SMAD7 SRPK2 SRRT SRSF9 STK17A SYT11 TARP TBKBP1 TBX21 TGFBR3 TIPARP TPST2 TSPAN32 TSPOAP1 TTC38 TXNL4A UAP1 UBB VCAM1 VPS37B WIPI1 XCL1 XPNPEP1 YARS1 YBX3 YES1 YWHAQ ZEB2 ZFTA ZNF184 GSE45739_UNSTIM_VS_ACD3_ACD28_STIM_WT_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE45739_UNSTIM_VS_ACD3_ACD28_STIM_WT_CD4_TCELL_UP ABCA1 ACVR1 ACVR2A ACVR2B ADAM12 ADAM19 ADD3 ADGRE1 ADTRP AK5 AKR1C1 ALS2CL ANK3 ANKRD55 AP3M2 AQP3 ARHGEF11 BAG3 BCL2 BIRC3 BSDC1 C14orf132 C1orf105 C1orf115 C2CD2L C6orf120 CACNA1G CACNA1I CCNI CCR6 CCR7 CD59 CEP85 CFAP44 CFP CHMP7 CLN5 CLTCL1 COL4A3 CORO1B CPA2 CREB3L1 CRIP2 CRYAB CSGALNACT1 CTSB CTSL CYLD CYSLTR1 DACT1 DDR1 DENND5A DET1 DGKA DIS3 DPP4 EDAR EDEM3 EEF1G EEIG1 ENGASE EOLA2-DT EPHA1 EPHB6 EPHX2 EPPK1 EPS8 F5 FABP4 FAM13A FAXDC2 FBLN5 FHIT FOXO1 FSCN3 GABBR1 GAL3ST4 GAS6 GNAQ GPA33 GPHN GPR183 GPRASP1 HFE HKDC1 ICA1 IDUA IL1RAP IL27RA IL2RA IL6R IL6ST IL7R INF2 ITGA6 KANSL1L KBTBD11 KCNH2 KCNN1 KLF7 KRT18 LDOC1 LECT2 LEF1 LGALS3BP LGR5 LIMK2 LIMS2 LRP6 LTB LTBP3 LUZP4 LY96 MAL MAN1C1 MANSC1 MAP3K3 MAST4 MCF2L MEGF6 MEIS3P1 MEOX1 MINDY1 MLPH MORC4 MSRA N4BP1 N4BP2L1 NAA11 NDRG2 NETO2 NPC2 NUMA1 OBSL1 OCRL PDE4DIP PDE8A PFKM PFN2 PGLYRP4 PHKA2 PIM1 PIM2 PLAC4 PLCL1 PLP2 PLPP1 PPEF2 PRY PSG11 PTGIR PTGIS PTK2 PVT1 R3HDM4 RAB3GAP1 RCAN3 RERE RFPL3 RNASET2 RPS6KA5 SASH1 SELL SEMA3G SGSH SIRT3 SLAMF1 SLC16A10 SLC16A5 SLC22A17 SLC25A28 SLC6A12 SLC8B1 SORCS3 SPICE1 SSBP2 SULT1B1 TAF4B TBC1D4 TBXAS1 TESPA1 TIAM1 TLR5 TNFRSF25 TNFRSF4 TNNI3 TPCN1 TPD52L1 TPM1 TRAF3IP2 TRAT1 TRIB2 TSEN2 TTC28 VAT1 VIPR1 WDR73 WNT7A ZC4H2 ZNF507 GSE45837_WT_VS_GFI1_KO_PDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE45837_WT_VS_GFI1_KO_PDC_DN AAMP ADSL AEN AHCY ANXA11 ANXA6 AP2B1 APH1A ARF5 ARL6IP4 ARL6IP5 ARPC1B ATP5F1E ATP5IF1 ATP5MC1 ATP5MC2 ATP5MF ATP5PD ATP5PO AUP1 BANP BCCIP BCS1L BST2 CAPZB CASP4 CBX7 CCT7 CD2BP2 CDC42SE1 CFB CLASRP CLPTM1 COG4 COPS6 COPZ1 COX5A COX6B1 COX8A CTDNEP1 CYB561D2 DALRD3 DAP3 DBI DDT DDX49 DECR2 DFFB DMAC2 DNPH1 DPM3 DRAP1 DYNLRB1 EBNA1BP2 ECI1 ECSIT EDF1 EEF2 EIF3F EIF3I EIF3K ENSA EPS8L2 ERP29 ETFB ETHE1 FASTK FLNA FUS GANAB GMFG GNA12 GRHPR GTPBP6 HDHD3 HDHD5 HEMK1 HIVEP2 HMGN2 HNRNPF HSD17B10 HSPB1 IGBP1 INTS15 IRF4 ISG20 KCNN4 KIAA0040 KRT10 LAMTOR2 LCMT1 LMAN2 LSM7 MCM5 MPDU1 MPG MPI MRPL23 MRPL40 MRPL58 MRPS11 MRPS16 MRPS34 MTHFD1 MZT2A MZT2B NDRG3 NDUFA2 NDUFA7 NDUFB11 NDUFB4 NDUFB8 NDUFS6 NDUFS7 NENF NFATC1 NIPSNAP1 NME1 NPM3 NTHL1 NUDT1 NUMA1 OCEL1 PARL PBX2 PDCD5 PDIA3 PFKP PHB2 PIM1 PIN1 PIN4 PITPNM1 PLEKHJ1 POLR2F POLR2I PRMT1 PRPF31 PSMB6 PSMC5 PSMD13 PSMD4 PSMD8 PSMD9 R3HCC1 RAB5C RALGDS RAN RANGRF RASGRP2 RBCK1 RBP3 RFXANK RIPOR2 RPL6 RPS7 RPS9 SAE1 SDHC SEPTIN9 SET SHMT2 SLC22A6 SLC25A6 SLC35C1 SLC35D2 SNRNP25 SNRNP35 SNRPD2 SNRPF SOD1 SPECC1L SRPK2 STARD7 STOML2 SUN2 TBCA TCF20 TFPT THADA TOE1 TOR3A TRADD TRAPPC2L TRMT5 TWF2 UBE2K UBE2Z UBL5 UCKL1 UGCG UQCR10 UQCR11 UQCRH UQCRQ VOPP1 XRCC6 YARS2 ZNF32 ZNF428 GSE45837_WT_VS_GFI1_KO_PDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE45837_WT_VS_GFI1_KO_PDC_UP ABCB1 ADAM20 ADCY6 ADGRA3 AGO2 ALOX12 ANAPC2 ANOS1 AQP9 ARHGAP33 ARMCX3 ARPP21 ASB4 ATAT1 ATG16L1 AUNIP BCO1 BMAL1 BMS1P20 BNC2 BRAF BSDC1 BTBD18 BTN1A1 BTN2A3P C1orf105 C2CD2L CALU CASP10 CCZ1B CD1B CD93 CDH6 CDK9 CEP85 CGA CHODL CLEC1A CLOCK CLTCL1 CNGA3 CORO2B CPN2 CSN3 CUBN CWH43 CYBRD1 CYP3A5 DAB2 DDX21 DEFB126 DENND2B DNAJB4 DVL3 EDEM3 EFHC2 EOLA2-DT EP300 ERN1 FAM135A FAM222B FANCG FASN FEZ1 FHL5 FLCN FOXJ2 FURIN GSTA3 GTF2H2B GUCA1A GUCY1A1 H2BC21 HGS HGSNAT HIP1 HLA-A HMGCS2 HNRNPH1 HNRNPL HOXA10 HOXA5 IDUA IGKV3-20 IGLJ3 IGLV3-19 IL17A INO80B ITGA5 ITIH2 IVNS1ABP KCNMB1 KPNA6 KRT2 LARGE1 LATS1 LINC00216 LMAN1 LORICRIN LUZP4 MAGEA3 MAP3K3 MOCOS MSL2 MTMR11 MTMR9 MYH14 NCAPG2 NEIL1 NELL1 NES NID1 NKTR OBSL1 ODR4 OR2B2 OR2B6 PAK3 PART1 PCDHB17P PDE8B PDK3 PGAP1 PLAC4 PLPPR2 POPDC3 PPP2R2B PRKAB2 PRKCD PROSER1 PRPF40A PSG11 RABL6 RAD54L2 RARA RBFOX2 RBM26 RHOBTB3 RNF24 RORA RPS6KA6 RRBP1 RUFY2 SAGE1 SAMD4A SASH1 SATB1 SCN3A SCUBE3 SEC14L1P1 SGSH SH2D3C SLC11A2 SLC17A3 SLC17A9 SLC2A2 SLC30A10 SLC30A6 SLC35D1 SLC5A3 SLC5A7 SLC66A3 SPACA1 SPAG9 SPATA6L SPPL2B SSX2IP STK38L STX1A SUPT6H SYTL2 THRAP3 TMEM176B TMEM41B TNFAIP2 TPD52L1 TPP2 TRABD TRH TRIM2 TRIM48 TRPM6 TSPAN12 TSPYL2 ULK1 UTRN VAMP2 WASF3 WDR70 WNT2 ZBTB16 ZBTB43 ZBTB44 ZNF324 ZNF654 GSE45881_CXCR6HI_VS_CXCR1LO_COLONIC_LAMINA_PROPRIA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE45881_CXCR6HI_VS_CXCR1LO_COLONIC_LAMINA_PROPRIA_DN ABCA6 ABCB4 ABCC8 AGPAT5 AHCY AKT2 ALOX5 ALX4 APOC2 ARHGAP22 ARHGDIG ARL2 ARPC1B ATOX1 ATP2A1 ATP6V0A1 BACE2 BCL11A BLNK BMPR2 BST2 C11orf80 CBFA2T3 CCDC88A CD19 CD200 CD24 CD2BP2 CD40 CD70 CD72 CD79A CD79B CDC42SE1 CDK14 CEACAM6 CES1 CHST10 CKAP4 CLIC1 CLMN CNPY3 COL9A2 COPS6 CPEB1 CREB3L2 CSH2 CSNK1G1 DAG1 DBI DCTPP1 DDAH2 DDOST DFFA DGKG DMAC2L DNMBP DOK3 DOP1B ECI1 EEF1G EFCAB2 EHD3 EIF3I ENPP2 ENTPD1 EPS8L2 ERP29 FAM3C FAM53B FBXO31 FCER2 FCGR2B FCGR2C FCRL2 FMOD GATM GFOD1 GGA2 GLO1 GM2A GNA12 GPR68 GPT GRB2 GSTT1 H4C7 HEMK1 HLA-DMA HLA-DMB HLA-F-AS1 HNRNPF HNRNPR IGFBP4 IGSF3 IL7 INPP5F IRF8 ISG20L2 KAT5 KCNN4 KIF1A KRT10 KRT14 LAMA5 LAMB3 LAMTOR2 LIN7B LRRC14 LTB MAPRE3 MARCHF1 MEF2C METTL7A MIIP MRPL40 MTHFS MYDGF MYO1E NCF1C NENF NHP2 NIP7 NME1 OAZ2 ORAI2 OSBPL10 PAX5 PDAP1 PDIA3 PHACTR1 PI4KB PKIG PLIN3 PNOC POU2AF1 PPFIBP1 PRKCB PRMT1 PTPN2 QRSL1 RACK1 RALGPS2 RASGRP3 RETREG3 RHOBTB2 RING1 RNF41 RPL15 RPL5 RUBCNL SELP SETBP1 SFMBT1 SH3BP5 SHMT2 SIPA1L3 SKP1 SLC23A2 SLC2A1 SMARCB1 SNRNP25 SNX15 SOBP SPATS2L SPIB STAP1 STX7 SYNGR2 SYT17 TBC1D22A TBC1D9 TCF3 TCF4 TCL1A TCTA TCTN1 TELO2 TESC TFEB TMED1 TMED9 TOR3A TPD52 TPD52L2 TRAK1 TREML2 TUBA3D UBE2D4 UGCG UGT8 UQCRH USP13 VOPP1 WNT16 YBX3 YPEL1 ZNF430 ZSCAN9 GSE45881_CXCR6HI_VS_CXCR1LO_COLONIC_LAMINA_PROPRIA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE45881_CXCR6HI_VS_CXCR1LO_COLONIC_LAMINA_PROPRIA_UP AAK1 ABITRAM ADSS2 ALG9 ANAPC2 ANKFY1 ANKRD36 AP3M2 APBB3 APOL3 APPL2 ARAP2 AREL1 ARHGEF7 ASIC3 ATG16L1 ATXN7 BAZ2B BLMH BMAL1 C14orf93 CACNA1I CCR9 CD302 CD3E CD40LG CDC14A CDK12 CELF2 CENPT CEP83 CLDND1 CLIP4 CMAHP CPVL CREBZF CRYBG1 CST3 DCAF15 DCAF8 DGKA DLEU2 DOK2 DOP1A DYRK2 EIF3A ELMO2 EML4 ENO2 ENTPD4 EOLA2 EP300 ERO1A EXOC1 FAM193B FAM8A1 FBXO38 FMNL1 FOXJ2 FOXJ3 FUBP1 GBP2 GDI1 GFER GLMN GOLGA7 GOLGA8A GOLGA8B GOLGB1 GPR63 GPRASP1 H1-2 H2AJ HDAC7 HDC HECTD3 HERC1 HERC3 HGSNAT HNRNPH3 IDUA IL11RA IL1A IL6ST INPP5E INTS13 IQCK IQSEC1 IVNS1ABP KAT6A KCTD13 KIF21B KIFAP3 KLC1 KLF12 KPNA1 LGALS8 LINC00342 LMAN1 LTBP3 MACF1 MAP3K4 MARCHF6 MAST4 MCM3AP MECP2 MED15 MED23 MIA3 MINDY3 MINK1 MKRN1 MPHOSPH9 MSL3 MTA1 MYCBP NAA16 NCOA2 NFRKB NKTR NLRP1 NOTCH2NLA NPEPPSP1 NUP205 NUP98 P2RX4 PAFAH1B1 PARP12 PCSK7 PDXDC1 PGAP1 PHF20L1 PLEKHB2 PLPPR2 PLXDC1 POLR2A POLR2B PPME1 PPP2R2A PROSER1 PRPF40A PSME4 PTPN13 PTPRC PTTG1IP QRICH1 RAPGEF6 RARS1 RASGRP1 RBM25 RCOR3 RINT1 RUFY2 SCML1 SCN2B SEC61A2 SETD1B SGSM2 SLC11A2 SLC30A6 SLC4A7 SLC5A3 SMC4 SRP54 STAG3L1 STAT4 SUSD4 SV2A SVIL SYNJ1 TAF1C TAF2 TARDBP TENT4A THOC2 THRAP3 TIAL1 TMEM41B TNIK TNKS2 TPP2 TRIM23 TRIP12 TRMO TTLL3 UBR4 ULK1 USP24 VAMP2 VPS13A VPS52 VPS8 WDR44 WDR55 YES1 YTHDC2 ZBTB7A ZDHHC11 ZNF451 ZZEF1 GSE4590_LARGE_PRE_BCELL_VS_VPREB_POS_LARGE_PRE_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE4590_LARGE_PRE_BCELL_VS_VPREB_POS_LARGE_PRE_BCELL_DN AAK1 ABI2 ABLIM1 ACAA2 ACOX1 ADAM19 ADGRE5 AGFG1 ANO10 ARHGAP12 ARHGEF3 ARRB2 AXIN2 BAG3 BIVM BMP7 BTLA C19orf38 CAMSAP2 CASP8 CCNG2 CCR4 CD2 CD27 CD28 CD5 CD81 CD82 CDC25C CDH10 CENPV CHCHD3 CHD7 CLOCK CORO2A CTNND1 DENND6A DNAJB4 DNMT3A DOCK9 DPP4 DRAM2 DST DTX1 DUSP10 DUSP22 DZIP1 EFEMP2 EGLN3 EGR1 ENO1 EPDR1 ETS1 EVL EXT1 F2 FAM107B FBXO38 FGF13 FJX1 FKRP FLVCR1 FRMD4B FUT10 FYN GFRA1 GGCT GIMAP4 GIMAP7 GOT1 GPM6B HASPIN HECTD2 HEG1 HERC1 HIF1A HIVEP2 IGFBP4 IKZF1 IKZF2 IKZF3 IL6ST IQCH IRF4 ITGB2 ITM2A JAK2 JARID2 KCNIP2 KCTD6 KLF11 LBH LEF1 LIMA1 LIPA LMCD1 LPCAT1 LRIG1 LRRC66 LY9 MAGED1 MAP3K4 MBNL2 MBOAT2 METTL6 MFHAS1 MKRN1 MYO1E NBEAL1 NDFIP1 NEU3 NFIL3 NFKB1 P2RX7 PARM1 PDGFRB PHLDA1 PITPNM2 PLCL1 PPP1CC PRKAR2A PRKCQ PRKD2 PRMT7 PSPH PTK2B PTPN13 PTPN14 PXYLP1 RAPGEF2 RAPGEF6 RASA2 RASGRP1 RBM3 RCBTB1 RELL1 RFX3 RGS10 RNF125 SBF2 SDC1 SEMA7A SERTAD4 SESN3 SFMBT2 SH3KBP1 SH3RF1 SHISA5 SKIL SLA SLAMF6 SLC11A2 SLC28A2 SLC35G1 SMAD3 SPRED2 SRGAP2 SSH2 ST3GAL2 SYT13 SYT14 TIMP2 TINF2 TMEM101 TMEM161B TMSB10 TMTC4 TNFAIP1 TOX TRIB2 TTC3 TULP4 UACA UBL3 USP33 XRCC5 ZAP70 ZDHHC13 ZMYM4 ZSWIM6 GSE4590_LARGE_PRE_BCELL_VS_VPREB_POS_LARGE_PRE_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE4590_LARGE_PRE_BCELL_VS_VPREB_POS_LARGE_PRE_BCELL_UP ACOT7 ADD3 ADGRG1 AIM2 ALPK1 ANKS1A ANKS3 ANXA2 ARHGAP18 ARL5C ARMCX3 ARMCX4 ARPP21 ATG4C ATP8B4 ATRNL1 ATXN7L1 B3GNT2 CALCRL CAMKV CBLB CD200 CD79B CDC42EP3 CDK20 CDK6 CDKN1A CHD9 CLEC2D CMAHP CPNE2 CRLF3 CTLA4 CUX1 CYB561A3 CYP51A1 DDX60 DGKE DHCR24 DNAI4 DNAJC6 DOCK11 DOCK8 DSTN E2F2 EFHC1 ELF2 EMC3 EPCAM ERG ETNK1 EZH1 FNBP1L FRMD4A FUT8 GBP4 GBP6 GM2A GNAQ GOLPH3L GPR174 GRAP2 H19 HDAC4 HMGCR HMGCS2 HP1BP3 HSD11B1 HSPA4L HYCC1 IDI1 IFNGR1 IFT80 ITGA4 ITGB4 KCNK5 KIT LAIR1 LARGE1 LDLR LIMS1 LTA4H LY6D MCOLN2 MGAT4A MIR340 MSMO1 MTA3 MUC13 MYL10 MYOF NCKAP5 NCOA7 NEBL NEDD4L NKG7 NPC1 NT5C2 OGFRL1 OSBPL1A OXR1 PAN3 PAPSS2 PARP8 PCGF5 PCTP PDE5A PI4K2B PIK3CD PLA2G4A PLAAT3 PLAG1 PLCB4 PLD4 PLEKHA7 PLXDC1 PPP1R12A PPT1 PRKAG2 PRKCA PRRG4 PTPDC1 RAB38 RAB3GAP2 RAB3IP RCN1 RGS18 RIGI RNASEL RNF13 RNF130 RNF216 RPTOR RRP1B S100A10 S100A11 SAMD9L SESTD1 SKAP2 SLC12A2 SLC15A4 SLC25A12 SLC25A45 SLC27A2 SLC66A3 SMAP2 SNX10 SNX30 SNX9 SRP68 STXBP5 SUSD1 TACC1 TBC1D31 TBC1D9B TCF7L2 TDRKH TGFBR1 TGFBR3 TIFA TMEM50B TMEM71 TOX3 TPD52 TRAM2 TSPAN2 UCK2 USP19 UVRAG WFDC11 XBP1 ZBTB20 ZDHHC14 ZEB2 GSE4590_PRE_BCELL_VS_LARGE_PRE_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE4590_PRE_BCELL_VS_LARGE_PRE_BCELL_DN AACS ABHD8 AGFG2 AGPAT2 ANGPT2 ARHGAP33 ARHGEF10L ARID3B ARL11 ARL4C ARRDC2 ASB1 ASXL2 B3GNT8 B4GALT6 BAG3 BBS1 BBS10 BLOC1S3 BRF1 C16orf54 C7orf25 CACNB1 CAMSAP2 CASP9 CBL CCDC115 CCDC126 CCDC127 CCDC61 CCL25 CDIPT CELSR3 CEP97 CFL2 CIB3 CLIP2 CLK2 CNR2 COA4 DGKI DNAJC5 DUS3L EEF1A2 EFNB1 EIF1B EIF4A2 EPHB2 EPM2AIP1 ERCC5 FAHD1 FAM78A FBXO10 FBXW2 FGF11 FLCN FOS FOXO3 GALE GOLPH3L GTF2IRD2 GTPBP3 GTSF1 HDAC7 HMGCS1 HOXA1 HYI ID1 IFFO1 INO80B KANK3 KAT6B KCTD7 KDM2A LATS2 LDHB LPAR2 LSM14B LYL1 MAFB MCRIP2 MED17 METTL13 MFAP3 MFF MGMT MIB1 MIB2 MLYCD MON1A MRPL49 MSL1 NAALADL1 NHLRC3 NLRP10 NLRX1 NMNAT1 NPTN NR2F6 NT5DC3 OSGIN1 PAIP1 PATZ1 PCGF1 PDE4DIP PHETA2 PLA2G2E PLA2G5 PLEKHA1 PLK3 PPIL4 PPP1R12C PRRC1 PSMA8 PWWP2B RAB31 RABGGTB RASGRF2 RHOBTB2 RHOV RIPOR1 RNF169 RPL30 RPRD1A RUSC1 SAC3D1 SAMD10 SH3YL1 SLC25A42 SLC5A6 SLF2 SMURF2 SNAPC3 TBC1D2 TENT4B THAP11 THNSL1 THUMPD2 TRIM65 TRIM68 TRUB2 TSEN2 TTBK2 TTC33 UBE2O UCK1 UQCC3 VAMP1 VAMP2 XPC XPR1 YPEL2 ZBTB48 ZFAND2A ZNF394 ZSCAN2 GSE4590_PRE_BCELL_VS_LARGE_PRE_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE4590_PRE_BCELL_VS_LARGE_PRE_BCELL_UP ABHD6 ABI1 ACOD1 ACOT9 ACSF2 ACTN1 ADGRG6 AHR AIG1 AIM2 ANGPTL3 ANKRD44 ARHGAP5 ARHGEF12 ARHGEF3 ASAH2 ATP10A BCORL1 BFSP2 BRWD1 BTLA CALHM5 CCL5 CD2AP CD69 CDC42BPA CDC42BPG CPA4 CRB1 CRIM1 CXCL10 CYP2R1 CYSLTR2 DCAF12L1 DCBLD2 DPYD DST DTNB EDNRB EFCAB10 EIF5A2 ELL3 FAH FAP FKBP14 FMNL2 FOXP1 FRMD4B FTMT GBP2 GCA GCNT4 GKAP1 GNB4 GPBP1 GPR85 GRAMD2B GRID2 GTPBP4 GXYLT2 HAP1 HCN2 HEBP1 HECTD2 HECW2 HTR2A IFI16 IFIH1 IFNB1 IL13RA1 IL21 IL6 IL7 IMMP2L ISG15 ITGB8 KDM5B KDR KLF8 LCP2 LPAR1 LRRC15 MAGED1 MAGED2 MAGOHB MAP1LC3A MAPK11 MARCKS MMP10 MMP13 MRAS MX2 MYCL NETO2 NEURL3 NINL NIPAL1 NPHS2 NR2F1 NT5C3A OASL OSGIN2 PCGF2 PELI1 PIGZ PKIB PLOD2 POLR2G PRPF38A PRPF40A PSMB9 PSME1 PTCH1 PTTG1 QSOX1 RAB13 RABGAP1L RAC3 RASGRP1 RCN1 REL RNASEH1 RPS6KC1 RSAD2 RSBN1 SATB1 SCN3B SFMBT2 SGMS1 SLC30A4 SMURF1 SOCS7 SP110 SP2 STAG2 STARD8 STAU2 SVBP SYNE2 TAF9B TANC2 TAOK1 TAOK3 TEC TLR3 TPBG TPPP3 TRAM1L1 TREX1 TRIM21 TTC3 TTC39B TTC39C TUT4 UACA VOPP1 XAF1 ZC2HC1A ZDHHC2 ZHX2 GSE4590_PRE_BCELL_VS_SMALL_PRE_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE4590_PRE_BCELL_VS_SMALL_PRE_BCELL_DN ABCA7 ACY3 ACYP1 ADAM19 AGPAT5 AMOTL1 ARL4D ARL5B B4GALNT2 BAMBI C1GALT1 C2CD2L CALCRL CAP2 CCDC54 CDK8 CERS5 CLSTN3 CNTNAP1 CORO2B CSN1S2AP DCAF8 DGKI EEF1A2 EIF2S2 ELMOD2 ELOVL6 EMP3 ENO3 EPHB2 FAM118B FAM120C FBXL17 FDX1 FGFRL1 FOLR1 FYTTD1 GABARAP GCLC GIMAP6 GLRA2 GPAT2 GPM6B GTSF1 HOXA5 HOXA7 HSF4 HTR2B IL2RA IQCG IVL KCNH1 KIF4B KIF9 KIFC2 KRT80 KYAT1 LECT2 LLGL2 LPGAT1 LRRC42 LRRIQ3 MCOLN3 MCU MEGF10 MEGF8 MGAM MGMT MIR200B MPV17L MT-ND3 NCAM2 NCOA1 NDFIP1 NEU1 NLRP10 NXN PBX4 PCDH7 PDE1C PHF21B PLA2G2E PLA2G5 PPM1H PRDM5 PSMA8 PURG PYROXD2 RASAL2 RPL29 RPL39 RPS11 SCRN2 SERINC5 SERPINB12 SERPINI1 SEZ6L2 SGSM2 SIGIRR SLC25A42 SLC35F2 SLC38A2 SMOC1 SPAG1 TCHP TCP11L2 TMEM33 TMEM62 TMEM8B TMEM9B TNKS1BP1 TNPO1 TNS4 TRIM33 TRPC2 TSPOAP1 TUSC3 UNC119B ZDHHC20 ZFTRAF1 ZHX1 ZKSCAN3 GSE4590_PRE_BCELL_VS_SMALL_PRE_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE4590_PRE_BCELL_VS_SMALL_PRE_BCELL_UP ABCA5 ACAD8 ACSF2 ACY1 ADGRG6 AGO4 AHR AIG1 AKAP11 ALDH1L1 ALKBH6 AMIGO1 ANKFY1 ANO4 ARHGAP5 ARHGEF12 ATP11A ATXN1L BCORL1 BEND5 BICD1 CAND2 CCDC120 CCDC91 CD2AP CD63 CD81 CDC42BPG CLTRN CMTM4 CRLF3 CST9 DHX40 DSE DTX3 EIF5A2 FAM135A FBXO39 FEZ2 FKBP14 FLVCR2 FMNL2 FMO2 FOXJ2 FOXO1 GARIN2 GBP6 GKAP1 GNB4 GRIN2D GRK2 GTPBP2 H1-10 HEBP1 HECTD2 HLX HMGN1 HSPB1 IDO1 IFI44 IL3RA IMMP2L KCTD3 KLC2 KRT28 LRGUK MAGED1 MAGED2 MAGEE1 MAGOHB MESP1 METTL27 MEX3A MFSD9 MIER2 MIF4GD MYCT1 NAPB NCS1 NECTIN2 NENF NOD1 OCIAD2 ORC3 OTUB2 P2RY14 PCGF2 PDE3B PDLIM4 PFN2 PHF11 PIGP PIGZ PLCG1 PLCL1 PLEKHA5 PLOD2 POGK PRKCB PSME1 PTGS1 PTPDC1 PVT1 QSOX1 RAB13 RAB34 RAB39A RABGAP1L RAC3 RBMY1A1 RCN1 RCOR2 RECK RHOBTB1 RNF135 RNF139 RNF6 SCAMP5 SCN3B SETMAR SFMBT2 SLA SLC12A2 SLC17A6 SLC2A3 SLC30A4 SLC44A4 SLN SMURF1 SPATS2 SSH1 ST6GAL1 STAU2 STBD1 SUGP1 SV2C SYNCRIP TAF9B TANC2 TBC1D12 TCF7L2 TCL1A TGM5 TLR3 TMED1 TMEM175 TMEM9 TRIM14 TSPAN12 TTC8 USP11 ZDHHC15 ZDHHC23 ZHX3 ZNF318 GSE4590_PRE_BCELL_VS_VPREB_POS_LARGE_PRE_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE4590_PRE_BCELL_VS_VPREB_POS_LARGE_PRE_BCELL_DN ABL1 ABLIM2 ACAP1 ADAMTSL3 ADGRG3 ADO AGA AGO1 ANXA5 ATP13A3 ATP6V0E1 B3GALT6 B4GALT7 BRD3 C2CD2 CCDC47 CCDC88B CCL3 CD5 CD9 CDC42 CLEC4E CLSPN CNNM3 CNOT2 COLEC12 DAPK1 DGKD DGKG DNMBP EFCAB7 EIF1B EIF2AK4 EMC6 EPHA2 ERBB3 FAHD1 FAM118B FAM199X FBXL20 FEM1A FHOD1 FIP1L1 FLCN FMNL3 FNIP1 FUBP1 FYTTD1 GDF3 GGH GIMAP6 GNE GTF2E2 GTSF1 HDAC4 HEATR6 HEXIM1 HNRNPD HOXA1 IGSF6 IMPACT IPO7 IQCE KAT6B KICS2 KIF21B KLHL6 LHFPL2 LRP6 LSM14B MAP4K5 MCRIP2 MEGF10 METTL9 MON2 MPV17L MT-CO1 MTF2 MTMR10 MTSS1 MVD NAA40 NARF NBEAL1 NELFCD NLE1 NOP2 NR2F6 NSD1 NXT1 PABPN1 PAIP1 PAN3 PANK1 PAQR7 PDE4DIP PDS5A PHF2 PHF3 PHF7 PLA2G5 PLEKHJ1 POLR3E PPAN PPP1R3F PPP3R1 PRDM15 PRKAG2 PTP4A1 RABEP1 RABGGTB RALGAPB RBM38 RDH13 RER1 RGL2 RMDN1 RNF169 RNMT RPRD1A RRAD RRP8 SAMD8 SCAI SERPINB10 SESN1 SEZ6L2 SHPRH SLC25A36 SLC25A40 SNAPC4 SNRNP70 SPRED2 SRFBP1 SSNA1 SSX2IP TANGO6 TBC1D16 TBC1D8 TERF2 THAP2 TMEM185B TMEM42 TREM2 TRIM27 TRMT5 TSPOAP1 TXNDC17 UBE2G1 UBR2 UNC119B UROS USP53 ZC3H12C ZC3H8 ZFPM1 ZMYND19 GSE4590_PRE_BCELL_VS_VPREB_POS_LARGE_PRE_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE4590_PRE_BCELL_VS_VPREB_POS_LARGE_PRE_BCELL_UP ABHD16A ACOT9 AK3 ALDH1L1 ANGPT1 ANKRD17 ARHGAP6 ARHGEF12 ARL4A ARL5C BRWD3 BTN2A2 C11orf68 C2CD4A CALB2 CASP8 CD2AP CD38 CD96 CDS1 CDYL2 CHRNA5 CLDN15 CMPK2 CNDP2 COBLL1 COL11A1 COX17 CRIM1 CRLF3 CSN1S1 CTLA4 CYSLTR2 DCBLD2 DHX58 DMRTC2 ETNK2 FAM81A FMNL2 FRMD4B FRZB GKAP1 GNB4 GYG1 GYPC HAND1 HAP1 HEBP1 HEG1 HMGN1 HTR2A IKZF1 IL12RB1 IL18BP IL18RAP IL23R INSRR IRF5 IRGM JAKMIP3 KLF8 KLRK1 L3MBTL1 LHX2 LPAR1 LY75 LYG1 LYSMD2 MAGED1 MAGED2 MAGOHB MAPK11 ME3 MED12L MESP1 MFAP5 MFSD9 MINPP1 MSL3P1 MXD1 NAA20 NALCN NEFM NETO2 NFKBID NLRC5 NOD1 NOS1 NPDC1 NUDT12 OASL PAX5 PCBP3 PCBP4 PCDHB3 PCGF2 PDGFD PELI1 PFN2 PHYH PIGP PIGZ PIK3R6 PKD2L1 PLA2G1B PLAGL1 PML PNMA1 PNMA3 POU6F1 PPP2R2A PRKCQ PRKX PRSS3P1 PTCH1 PTTG1 RAB38 RABGAP1L RASGRP1 RASIP1 RCBTB1 RECK RMDN3 ROS1 RPS6KA6 RSBN1L SEC24B SHOC1 SLC37A3 SMURF1 SOCS7 STARD8 STAU2 SVBP TAF9B TBATA TBC1D12 TBC1D13 TBC1D22B TBX15 TCF23 TEKT5 THSD7A TMEM9 TNKS1BP1 TPBG TSPAN1 TTC3 TTC39B UACA UPP2 VPS37B WARS1 WFDC5 WHAMM ZCCHC2 ZDHHC2 GSE4590_SMALL_VS_LARGE_PRE_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE4590_SMALL_VS_LARGE_PRE_BCELL_DN ACADM ADRB2 AHNAK AIDA AKT3 ANKRD45 ANXA2 ANXA5 ANXA7 AQP1 ARHGAP26 ARHGAP8 ATP9A AVPI1 BBS2 BHLHA15 BTN2A2 BTNL2 CACNB1 CAND2 CAPN5 CCDC57 CCR6 CCR7 CD69 CD80 CD99L2 CDC42SE2 CDK19 CEP170B CKAP4 CMPK2 CMTM4 CNN3 CNR1 COL6A4P1 CPNE4 CRTAP CTDSPL2 CTNNA1 DEGS1 DIPK1A DKKL1 DLGAP4 DNAAF4 DNAJC4 DOCK5 DRC7 DTD1 DUSP3 DUSP7 DYRK3 EBI3 EIF4E3 ELF3 EPCAM EXPH5 FAM107B FAM114A1 FCGRT FHL3 FNDC11 FXYD5 GAD1 GGCT GIMAP3P GIMAP4 GLIPR2 GLOD4 GMFG GRAP GRB7 GRK3 GULOP HEXB HOOK2 ILDR1 ITGB7 JCHAIN KCNH5 KCTD14 KLF12 KLF4 KLF8 L1CAM LGALS1 LGALS3 LINC-PINT LIPT1 LRRC8C MAPK12 MARVELD2 MAT2B METTL15 MICU2 NDRG1 NECTIN1 NFATC2 NFKBIA NOD1 PACSIN1 PALS2 PAQR8 PDE4B PDLIM1 PGLYRP1 PIK3IP1 PLIN3 PLP2 PMAIP1 PNMA8B PPP2R5C PRR36 PRRG4 PRSS16 PYM1 RAB27A RAD18 RAP1GAP2 RARA RASGRP4 RBM11 RBPMS RCAN2 RFLNB RGL1 RNF144A RPA1 S100A6 SEC16B SEC24D SELL SEMA6A SEPTIN10 SIT1 SLC25A24 SLC29A4 SLC2A6 SMAD1 SMAD7 SMAP2 SMPDL3A SPATA6 SPINT2 SPN SQOR SRMS TAGAP TDRD7 TES TMEM71 TNNT3 TRDMT1 TSC22D3 UAP1 VIM WSCD2 XYLB ZFP36L2 ZNRF2 GSE4590_SMALL_VS_LARGE_PRE_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE4590_SMALL_VS_LARGE_PRE_BCELL_UP ACAP1 ACKR3 ACSL4 ALPK2 ANKRD17 ARFGEF2 ARFRP1 ARHGAP11A ARL5C ASB2 ATP6V0B ATP6V0E1 BAZ1A BCO2 BLNK BMF BZW2 CAPSL CBLB CCDC134 CCDC38 CCL3 CD180 CD19 CD226 CD24 CD274 CD38 CD8A CD93 CDH17 CENPC CFP CIB1 CLEC4D CLEC4E CLTA COX6B1 CPD CR2 CUEDC1 CXCL2 CYBB CYP39A1 CYP4B1 DAB1 DISC1 DPH5 DUSP5 DUSP6 DZIP1 EDARADD EIF4G1 EIF4G2 ELL3 EPS15 ERP44 EYA1 FBXL5 FCRL5 GADD45B GAPT GCOM1 GMPR2 GPR156 GRAMD1B HCAR2 HCK HDHD5 HPSE IER3 IFI30 IFT22 IL18 INPP4A ITPR2 JAML KCNJ10 KIF15 KLHL7 LAIR1 LAT LIPC LTK LUZP2 LY9 MAP3K5 MARCKS MS4A7 MTMR4 MYB MYL4 MYOF NAB1 NAP1L3 NCAPD3 NDUFA4 NEDD4 NEDD4L NKG7 NRP2 PADI2 PDE4D PDXK PDXP PHF19 PIK3AP1 PIK3R4 PIP PIP4K2A PLA2G2D PLA2G4A PLA2G7 PLAC8 PLK2 PLXNC1 POLB POLM PRF1 PTAFR PTGER4 PTPN14 PTPRJ PXDN RB1 RFC2 RGS10 RGS2 RILPL2 RND3 RNF145 RRBP1 S100A8 S1PR3 SCN2B SEMA4B SEMA5A SEMA7A SESN3 SH3TC1 SIPA1 SLAMF1 SLC15A3 SLC25A37 SLC28A2 SLC29A3 SLC41A2 SLC66A1 SNRNP70 SORBS2 SPNS3 SPRR2E SYVN1 TAOK3 TBC1D9 TCF7 TET1 TLR3 TLR6 TLR8 TMEM26 TMPRSS11D TRAPPC1 TRIAP1 TRPS1 TSGA13 TSPAN15 TXN2 TYROBP UBE2R2 VASP VPREB3 ZC3H12C ZEB2 ZFYVE21 GSE4590_SMALL_VS_VPREB_POS_LARGE_PRE_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE4590_SMALL_VS_VPREB_POS_LARGE_PRE_BCELL_DN ABI2 ABLIM1 ACP5 ADAM19 ADGRE5 AGFG1 AGPAT3 AMER2 AMOTL1 ANKMY1 ANXA5 APLP2 ARHGEF12 ARRDC2 ARSB ASIC4 ATP8A2 BAALC BSPRY C19orf38 CALHM4 CALHM6 CATSPER1 CCNB2 CCNF CCR4 CD163L1 CD2 CD8A CD8B CDC14B CDCA4 CDK5R1 CDKN2C CDSN CLEC16A CLEC7A CLIC4 CLIP2 CMPK2 COX4I2 CSRP3 CTSF CTXN2 DAP DBNDD1 DENND6A DHX58 DLGAP1 DLK2 DNAI7 DNAJC5G DUSP10 DUSP22 E2F7 EBF1 EDN2 EFCAB12 ESPN EXT1 FBP1 FOXA1 FZD4 GALNT9 GIMAP4 GOT1 GRAMD2B GREM2 GTSF1L GZMA HEG1 HEMGN HHATL IFI27L1 IFNA13 IKZF3 IL17RD IL18 IL18BP ILDR1 INPP5A ITGAE ITGB2 KCNA10 KCNIP2 KCNJ11 KLF2 KLF7 KLHL25 KRT75 KRTAP4-6 LARP1 LCE1E LCE1F LEF1 LIG1 LIN7A LINGO4 LIPF LIX1 MAGIX MINDY3 MIR9-3 MNS1 MVD MYO10 MYORG NINL NME5 NOL4 NRK NRP1 NSG2 NUDT4 NUP62CL ODF3L1 OPN3 OSBPL3 P2RX2 PDE6C PDGFRB PDLIM5 PDZD2 PGF PLCXD2 PLK3 POPDC3 POU2F3 PPP3CA PROX1 PSPH PTPN14 PZP RNF212 SH3BP5 SLAMF1 SLC25A48 SLC39A8 SLC44A4 SNX25 SPATS2L SPRYD3 TAFA4 TBCB TES TIGD3 TMEM171 TMSB10 TNFAIP1 TUBB2A TUBB2B TXK UAP1 UBA1 UBAC2 UMOD UNC80 XXYLT1 ZDHHC12 ZDHHC7 GSE4590_SMALL_VS_VPREB_POS_LARGE_PRE_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE4590_SMALL_VS_VPREB_POS_LARGE_PRE_BCELL_UP AATF ACSL5 AFG3L2 AIM2 AKAP9 ALCAM ALPK1 AMMECR1L ANKS3 ARID4A ASAH2 ASCC1 ATP6V0B BAZ2B BCAP29 BRD7 BRD9 BRWD1 CACNB2 CALCRL CAMSAP2 CCDC125 CCDC28A CCDC50 CCDC91 CCPG1 CCR9 CD200 CD93 CHM CIBAR1 CPNE2 CPT1A CUL1 CUX1 DCTD DGKE DNAI4 DNAJA3 DNTT DOCK10 EFCAB7 EIF2AK4 EIF3C ELP1 ERLEC1 ETV6 EXOC6 FAM120C FARS2 FBXL12 FBXL20 FBXO27 FNDC3A GBE1 GGA2 GPR174 GRIA3 GTF2H2 GTF2I ICE2 IFT57 IGF1R IL27RA INPP5K INTS4 IPCEF1 IQCB1 ITPR1 KATNAL1 KBTBD3 KCTD1 KDM5B KIAA1328 KIFAP3 KIT KLF3 LCLAT1 LSM7 LUZP1 MAP4K4 MARVELD1 MBTD1 MCTS2 MEPCE METTL8 MIR1-2 MLEC MVB12B NAF1 NCOA2 NEDD4 NF1 NIT2 NOC4L NOL8 NR3C1 NT5C2 OGT OSBPL1A OXCT1 PAN3 PARP8 PDK1 PDRG1 PECR PHF21A PHTF2 PITPNC1 PLAG1 PLCB2 PLEKHA3 PLOD2 PNPLA7 PNPT1 POLK POU3F4 PPP5C PRDM5 PRKAR2A PRKAR2B PRMT9 PRPS1L1 PRR15 PTGER4 QSER1 RALGAPA2 RGS18 RICTOR RIMOC1 RNF13 RNF216 S100G SHPRH SLC12A2 SNX30 SPATA6 ST7L SVIL TAOK3 TBC1D19 TCEAL8 TCF4 TDRD3 TDRD5 TERF2 TET1 THOC5 THUMPD1 THUMPD2 TIFA TMEM176B TOMM40 TRPS1 TSC22D1 TTC1 UBE3C VAMP7 VEZF1 WDFY4 XKRX YLPM1 ZBTB10 ZBTB20 ZFP36L2 ZFR ZIK1 ZMYND8 GSE46025_WT_VS_FOXO1_KO_KLRG1_LOW_CD8_EFFECTOR_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE46025_WT_VS_FOXO1_KO_KLRG1_LOW_CD8_EFFECTOR_TCELL_DN ABCC9 ACADM ACER3 ACLY ACTR3 ADNP AGFG1 AKAP6 ALG13 ANAPC16 ANKRD44 ANO6 ANOS1 ANP32E ARFIP1 ARL6IP1 ATF2 ATXN1 BLOC1S6 BMI1 BNC1 BNIP2 C1orf56 CARNMT1 CASP8 CCDC183 CCR10 CCRL2 CD46 CDC27 CDKN2C CLASP2 CLSTN2 CMPK2 CMTM6 COL4A5 COPB1 COPS8 CREBBP CRYBG1 CSNK1G3 CTAGE11P CXorf38 DCLRE1A DCTN4 DDX52 DENND6A DSC1 DYNC1I2 EIF4A2 ELK3 ELMOD2 ENSG00000290964 EXPH5 EZR FAM117A FAM117B FAM13B FAM199X FAM3C FAM76B FBXO30 FMO9P FOXN2 FRMD7 FTO G3BP2 GFPT2 GPR65 GRK3 GRM8 GSKIP HCP5 HGD HIPK1 HMMR HNRNPUL1 HOXA5 HSPB9 HSPH1 IMPA1 ISCA1 KCNN3 LAMP2 LINC00608 LINC01003 LINC02609 LLPH LRRC58 LYRM7 MBLAC2 MCMDC2 MDH1B MED21 MICALL1 MIR3142HG MORC3 MORN4 MSC-AS1 MTFR2 MVB12B MYO5A NIPAL1 NPM1 NUDT4 NXNL2 OR8D2 OTC PAX8-AS1 PCMTD2 PDCL PDE10A PDE12 PDE7A PDS5B PEX11A PHF6 PIGW PLEKHA1 PLSCR3 PPM1B PPP1CC PRKAA1 PRNP PSG1 PSMD12 PSORS1C2 PTGR2 PTPN11 RANBP9 RBM18 RC3H1 RFK RIOX1 RNF19A RNF25 RWDD3 SALL1 SCAI SCAMP1-AS1 SCYL2 SEC24A SENP7 SHISA2 SLAIN2 SMARCA2 SMCO4 SNORA37 SPCS3 SPDL1 SSR1 SUMO3 SUV39H2 TAS2R5 TCERG1 THAP12 TK2 TLE6 TM2D1 TMEM158 TMEM168 TMEM230 TMEM266 TMEM52B TNFRSF10A-DT TOMM70 TRA2B TRAF3IP3 TRIM22 TRMT5 TTF2 TTN TUT4 TYROBP UNC13C VDAC3 VPS4B WASIR2 WDR90 WEE1 WIPF1 YES1 YIPF4 YTHDF3 YY1 ZBTB3 ZCCHC8 ZFAND6 ZNF22-AS1 ZNF281 ZNF572 ZNF879 ZRANB2 ZW10 GSE46025_WT_VS_FOXO1_KO_KLRG1_LOW_CD8_EFFECTOR_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE46025_WT_VS_FOXO1_KO_KLRG1_LOW_CD8_EFFECTOR_TCELL_UP ACO2 ADAM23 ADAMTS3 AGPAT4 AKAP8L ALKAL2 ALYREF APBB3 ARRB2 ARRDC2 ATP5F1D AURKAIP1 BCOR BSCL2 CA2 CALU CASC3 CCDC162P CCDC9 CD2BP2 CDH12 CEP72 CEP85 CFAP92 CHST5 CISH CLK3 CLPB CMTM2 CNIH2 COLGALT1 COMTD1 COX6A2 CRB1 CRK CTSA CYP4F30P DDX56 DNAH17 DSG3 DYNLT5 ECEL1 EDDM3B EFHC2 EFHD2 EIF3LP3 EMC1 EPCAM ERP27 FAM110C FAM228A FAM43B FAM47C FBXO40 FHOD1 FOXP2 FPR2 FPR3 FRRS1 GBP6 GEMIN5 GFOD2 GHRL GLOD5 GLYATL2 GNA15 GNPTG GPATCH3 GSEC H6PD HIF3A HK1 HLA-E HNRNPAB HOXA4 HRH1 HSD3B1 IGF1 IP6K1 KLF7 KRT19P2 KRTAP4-1 LAMTOR1 LCAT LINC01096 LINC01122 LINC01619 LSM2 LSR LYL1 MAB21L4 MAF1 MGARP MKRN7P MMRN2 MOCS1 MPST MS4A2 MT3 MYCNOS NDUFB2 NNMT NR2F2 NUDC NUP210 OCM2 OR13C4 OR52K3P OSGEP OTOS PDIA5 PDK4 PES1 PIEZO1 PIGH PIP5K1A PKDREJ PLCB3 PLCXD1 PLOD3 PMPCA PRR14 PTGIS PTOV1 PYCR1 RAC3 RAF1 RALY RAMP1 RASGRF1 RCC2 REXO1L1P RGS10 RGS16 RNF182 RPL22 RPS19BP1 S1PR5 SELENBP1 SERPINF1 SH3BP2 SLC12A5 SLC14A1 SLC18A3 SLC1A2 SLC33A1 SLCO1B3 SLCO4A1 SLIT2 SPHK1 SRM ST6GALNAC6 STX4 SULT1E1 TAB1 TAT TBC1D14 TEAD4 TES TEX14 TGM2 THEMIS TLR4 TMEM120A TMEM203 TMEM219 TNFRSF25 TNFSF14 TOB1-AS1 TOX4 TPTE2P1 TRPM7 TTLL9 TUBA1B TUBB3 TWIST2 TYK2 TYSND1 UCK2 ULK1 VASN VTI1A VWA7 WDFY3 WDR59 WNT7B WNT8A YIF1A YRDC ZBTB1 ZBTB7C-AS2 ZCWPW2 ZDHHC18 ZNF558 ZNF598 GSE46143_CTRL_VS_LMP2A_TRANSDUCED_CD10_POS_GC_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE46143_CTRL_VS_LMP2A_TRANSDUCED_CD10_POS_GC_BCELL_DN ABCB1 ACAA1 ACTR6 ADPRM AHNAK AKIRIN2 AKR1E2 ANKRD17 ANKRD28 AP3S2 AP4S1 ARHGAP1 ARHGAP21 ARHGAP35 ARHGEF3 ARID1A ARPC2 ASH1L ASH2L ATP5MK AVIL B3GALT2 BAAT BLNK C1QL1 CAMLG CAST CCDC186 CCNG2 CCR5 CD200 CDC42SE2 CERS2 CETN2 CFH CHMP5 CNPY2 COMT COPB2 COPS7A COPS7B COX6A1 COX6B2 CPQ CPSF3 CSF2RA CXorf38 DBNL DDHD2 DDOST DKK2 DNAAF5 DPM1 DUSP6 DUSP8 EBF1 EIF2AK3 EMB ETAA1 ETFBKMT EXOSC4 FAAP20 FAHD1 FANCM FCGR2B FCRLA FLT3LG FN1 FXYD5 GAS2 GBX2 GGT1 GIMAP1 GK GMFG GRK5 GRSF1 GTF3C1 GYG1 GZMA HBE1 HELB HERC2 HS3ST1 HSDL2 IMMP1L ITGB2 ITM2A ITSN1 KLHL7 KLRD1 KRTAP12-2 LCP1 LDHC LEPR LPCAT3 LTBP2 LY6E MAD2L1BP MAIP1 MARCHF6 MBD4 METTL18 MGAT1 MINDY1 MIOS MIP MORC4 MRPL24 NAT1 NAV1 NDUFB3 NGRN NIPSNAP2 NONO NXF1 ORMDL3 PARP1 PARP2 PCMT1 PDCD6 PDE6D PGM2 PHLDA1 PIAS3 PIGA PITPNA PITPNC1 PLG PLXNA2 PLXNB2 PNPT1 POLG POLR2J POU2F1 PPP3CA PSMD1 PTGER3 PTPN12 PTPN21 PTPRO PTTG1IP RAB12 RAB28 RABGAP1L RAC2 RASA3 RBX1 REEP5 RERE RHOH RHOQ RNF181 RNGTT RNPEPL1 RRAS RSRP1 S100A11 S100A6 SASS6 SEMA4B SGF29 SHKBP1 SLC25A11 SLC37A4 SLMAP SNAP91 SOWAHC SPIN1 SRP9 SRSF3 STK24 SYPL1 SYS1 TAX1BP1 TCN2 TGFB3 TM2D2 TM9SF2 TM9SF3 TMED4 TMEM106C TMEM167A TMEM179B TMEM234 TMX2 TNFRSF21 TOPBP1 TRIM41 TTC14 TTC3 TUBGCP3 UBLCP1 VPS54 WLS ZFP1 ZNF274 ZNF347 ZNF740 ZSWIM1 GSE46143_CTRL_VS_LMP2A_TRANSDUCED_CD10_POS_GC_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE46143_CTRL_VS_LMP2A_TRANSDUCED_CD10_POS_GC_BCELL_UP AARS1 ABCA2 ADISSP ADRA1A AKR1C4 ALDH7A1 ANKRD1 AP2A1 APBB1 APOF ARAP3 ARIH2 ARL10 ATG2A B3GALT6 BABAM2 BCL7C C1GALT1C1 C1QTNF1 CACNA2D3 CACNG1 CCL4 CCNE1 CCR9 CHMP7 CHPF CLK4 COL18A1 COLQ CPT2 CREB1 CSF3 DBP DCPS DDX49 DLX3 DOHH DYM EEF1A2 EFL1 EFNA3 EIF3A EIF3C EIF3D EIF3L ELAC2 ELANE EMC6 EMID1 EMP2 ENY2 ERH EXOSC10 FOXD1 FOXD2 GALNT10 GNL3 GPD1 GREM1 GSTO1 H2BC5 HAUS5 HAX1 HCLS1 HES2 HES3 HIC1 HIF3A HOMER2 HOXA3 HTR2C HTT IFRD2 IRS2 ITLN1 KIF9 KLF10 KLHL21 LARP1 LRRC59 LRWD1 LSR LYVE1 MAPK3 MAT1A MAT2A MATN1 MBD3 MGAT3 MGP MME MPL MRPL2 MRPL37 MSH6 MTFR1L MTMR14 MXD3 MYL11 NAA10 NAMPT NFKBIB NFS1 NKX2-2 NOTCH4 NR2C2AP NR4A1 NRBP1 NSD1 NTN1 NTSR1 PAK2 PCDH12 PDCD1 PDLIM1 PES1 PFDN6 PHC2 PHF5A PHLDA2 PICK1 PLAUR PLXNA1 PLXNA3 POLR2H PPA1 PPP1R2P1 PPP2R2B PRKCSH PRKG2 PRRC1 PTBP2 PTCH2 PVALB RAD51B RAD51D RAN RASGRF1 RBM38 RBP4 RDH5 RETSAT REX1BD ROCK1 RPL36 RPLP0 RPS5 RRP9 RTL8B SAR1A SAR1B SCN3A SEBOX SEMA6B SERPINA10 SFN SLA SLC1A2 SLC20A1 SLC22A17 SLC22A2 SLC2A4 SLC5A11 SOX2 SPIB SSTR3 ST6GALNAC4 STAB1 STAC STK19 SUMO2P7 SYCN SYNPO SYT3 TARS2 TBL3 TBR1 TCEA2 TFF1 TFIP11 TGIF2 TMPRSS15 TOMM34 TOMM40 TP63 TRPC6 TSKU TSR1 TULP1 U2AF1L4 UNC45A URM1 USF2 USP10 VEGFA WDR43 WDR5 WNK2 WNT10A WNT5B GSE46242_CTRL_VS_EGR2_DELETED_ANERGIC_TH1_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE46242_CTRL_VS_EGR2_DELETED_ANERGIC_TH1_CD4_TCELL_DN A1BG-AS1 ABHD12 ACO2 ACVRL1 ALG2 AMPD3 ANKRD33B ANXA3 APOO ASB2 B3GALNT1 BCL3 BDH1 BICDL1 BIRC3 BPI C12orf75 C6orf136 CAMK1G CCDC96 CCL17 CCL4 CCR7 CCT6A CD1B CD274 CD300LF CD40 CDKN1A CFAP251 CIRBP CNNM4 COL16A1 CPEB1 CREBL2 CRLF2 CSF2RA CST7 CYB561A3 CYBB CYSLTR1 CYTIP DNAJB5 DNMT1 DOCK1 DOK3 DSP DTX2 ECHS1 EEF2 EHBP1L1 EIF1B EIF4A2 ELK1 ENO3 ENOSF1 ENSG00000291107 EOLA1 EOLA2 ERICH1 EYA3 F3 F8 FA2H FAM117A FBXO16 FGGY FLNB FLT3 FMNL3 FSCN1 FXYD6 GABPB1 GALM GANC GATD3 GBP4 GPR132 GPR157 GPR171 GRAMD1A GRSF1 GSDME HBEGF HERPUD1 HIC1 HLA-DMB HLA-DPB2 HOXB2 HOXB6 HSPBAP1 ID3 IDO1 IDO2 IGFBP6 IKBKE IL15 IL18 IL1B IL22RA2 IMPDH2 INS IRF1 ISG20 JADE3 JARID2 KANSL3 KCTD7 KIAA1671 LAIR2 LIMCH1 LMNB1 LONP1 LRG1 LRRC32 LTV1 LYPD3 MAP3K13 MAP3K14 MARCKSL1 MOB3A MRPS18A MTCL1 MYCL MYO1F NAP1L1 NDUFS8 NFKB1 NFKB2 NFKBID NFKBIE NOPCHAP1 NSMCE1 NUB1 NXT1 OPLAH ORAI2 PGM2 PHKB PHLDA2 PITPNB PMAIP1 POGLUT1 PPA1 PRDM1 PRDX3 PRKAR2B PRXL2B RAB20 RAB29 RASSF4 RFTN1 RGS1 RHBDF2 RNF115 RPS27L RUBCN RUNX3 SEMA3E SIGLEC7 SINHCAF SLC16A9 SLC22A18 SLC7A5 SNHG16 SOCS2 SPIN4 STRBP STX18 SYNJ2 TAGAP TBC1D1 TBX21 TIAM2 TLR3 TMCC3 TMEM121B TMEM138 TMEM268 TMEM52B TMIE TNFAIP2 TNFRSF14 TNPO2 TOR3A TPD52 TRAFD1 TRIM6 TRIP10 TSPAN13 TSPAN33 TTLL4 VOPP1 VPS35L WARS1 ZNF641 ZNF785 GSE46242_CTRL_VS_EGR2_DELETED_ANERGIC_TH1_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE46242_CTRL_VS_EGR2_DELETED_ANERGIC_TH1_CD4_TCELL_UP AATBC ABCG2 ABHD4 ADAM17 ADARB1 ADORA2B AGGF1 AGPAT2 AKT1 ALDOA ANGPTL4 ANKRD13A ANO7L1 ANXA5 AQP3 ARHGEF1 ARRDC4 ATP11B AUP1 B3GLCT BAHD1 BCAR1 BLVRB C1orf162 CABLES1 CALHM2 CARD14 CD151 CD47 CD52 CD82 CDK11A CDYL CEMP1 CEP164 CHI3L2 CHKA CHMP2A CHST12 CHST14 CIBAR1 CLCN5 CMPK2 CRYBG1 CYLC2 DAG1 DDIAS DECR1 DGKZ DISP1 DNAJB8 DOCK11 DTX4 EGFL7 EHD4 EIF4EBP2 EPAS1 ERGIC3 ETS1 FAM104A FAM228A FCGRT FCHO1 FHL1 FKBP5 FOLR3 FUNDC2 GALR2 GFUS GGA2 GIT1 GLIPR2 GNAQ GPR146 HPCAL1 HSBP1L1 IFIT2 IGFBP7 IL7R INF2 IQSEC1 ITGA3 ITSN1 KAZN KCNAB2 KCNE1 KCNK13 KCTD6 KLF11 KLHL18 KLHL3 LFNG LINC01550 LMCD1 LOXHD1 LPCAT3 LPXN LTBP3 LY6E MAF1 MAP3K1 MCUB ME3 MECR MGAT3 MGAT4B MORN2 MRTFA MS4A14 NCOA1 NKRF NKX2-5 NLRC4 NPR1 NUCB1 NUDT16L2P NUP214 NYX OAS1 OAS3 OS9 OSER1 PAQR4 PARVG PCP2 PDZD11 PHLDA3 PIGS PIP4K2A PLIN2 PNPLA3 POLR2I PPP1CC PPP2R2D PRCP RALY RARA REEP5 RGS3 RHOU RRS1 RUNX1 S100A9 SCFD2 SEMA3G SEPTIN9 SERPING1 SFMBT1 SIGLEC1 SIGLEC15 SIPA1L2 SIVA1 SLAMF9 SLC25A48 SLCO3A1 SNX1 SSBP3-AS1 ST6GALNAC2 STAC3 STARD7 STAT6 STK17B STYXL2 SVIL TARBP2 TECR TGFB1 TLR4 TMC6 TMEM127 TMEM200B TMEM223 TMEM243 TMEM250 TMEM266 TMEM42 TMEM53 TMEM60 TOMM5 TOP1MT TP53I11 TP53I3 TPRG1L TRMO TRPV2 TSC22D1 TTC27 TTC39B TUSC2 UFD1 URGCP VASP VCL VLDLR ZNF511 ZNF672 GSE46242_CTRL_VS_EGR2_DELETED_TH1_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE46242_CTRL_VS_EGR2_DELETED_TH1_CD4_TCELL_DN AATBC ABHD5 ABHD6 ACSL1 ADAM17 ADAMTS15 AGAP2-AS1 AGPAT4 AHI1 AIFM2 ALB ALG9 AMIGO2 ANO4 APOC1 APOL6 ARHGAP11A BLVRB BOD1L2 BST1 C14orf93 CABLES1 CAPN6 CASC22 CASTOR3P CCDC138 CCDC38 CCZ1 CD2 CD68 CD82 CFDP1 CNST CNTFR-AS1 CORO2A CRIM1 CRLS1 CXorf51A CYP4F22 DBI DBNDD1 DEFB1 DISP1 DMD DNAJB11 DNAJC6 DNER DOCK11 DTWD1 DTX4 EAF2 EFHC2 ENG EPAS1 FAM89A FCGRT FGF19 FOXF2 GDPD1 GGA2 GPR107 GPRASP1 GPRIN3 GYPA HADH HENMT1 HERC5 HEXB HHIP HSD11B1 IFIT2 IFNK IL1F10 IL7R IRF7 IRS2 KCNE1 KCNQ3 KIF20B KIRREL3 KLHL34 KLHL9 KRT6B KRTAP4-3 LACTB2 LINC00624 LINC00842 LINC01019 LMAN2L LPCAT3 LPXN LSM10 MAGEA5P MARS2 MCEMP1 ME3 MIR99AHG MMP19 MYO5C NAA20 NANS NAV2-AS5 NDUFB3 NEUROG3 NUP214 NXPE3 OAS1 OLFM3 OR10A5 OR51B5 OR5AK4P OR6A2 OSBPL6 OTOGL PARP9 PBK PCCA PCDHB4 PCOLCE2 PDC PEPD PGBD5 PHACTR1 PHLDB2 PIERCE2 PIP4K2A PLIN2 PNLIPRP3 PON3 POR PPP1R14D PPP5D1P PRAM1 PRDM15 PRKCB PRL PRM3 PTPDC1 PURPL RARRES1 RHCE RNASEL RNF148 RPP25 RPP38 S100A8 SAYSD1 SCARB1 SCARNA15 SCCPDH SEMA4B SHANK3 SIPA1L2 SLC22A2 SLC34A2 SLC39A12 SOWAHC SPINK1 SPINK2 ST20-AS1 ST6GALNAC2 STAT3 STAU2 STK32B SVIL SYDE2 TAS2R16 TBC1D2 TCERG1L TCTN2 TERB2 TEX14 THRSP TIGD2 TLCD2 TMEM11 TMEM237 TMEM53 TMEM80 TRIB2 TSC22D1 TTC39B TTC9 TUG1 UBB UBXN11 UIMC1 UNC5CL VLDLR WASF1 WDFY3-AS2 ZFP37 ZIM2 ZNF280A ZNF300 GSE46242_CTRL_VS_EGR2_DELETED_TH1_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE46242_CTRL_VS_EGR2_DELETED_TH1_CD4_TCELL_UP ABCB4 ABCF2 ABHD2 ACTR3B ADAMTS8 ADGRB1 ADGRB3 AGFG2 AGPAT1 AMH AOPEP ARHGEF2 ATP2A3 ATP5F1B BAP1 BAZ1B BCL7C BTLA CAMKK2 CAPNS1 CCDC51 CCDC81 CD1B CDC42EP5 CDKN1A CENPM CHCHD4 CHD3 CHMP4B CHST13 COMTD1 CPA5 CTAGE9 DCP1A DHRS12 DPM2 DUSP2 ECHS1 EIF3K ENTPD1 F3 FA2H FAM20A FHOD1 FSCN1 FXYD2 GALM GANC GATD3 GDI1 GDI2 GET3 GGA1 GGTLC1 GPAT3 GPR68 GRAMD1A GRIPAP1 GUCA1A H1-3 HBM HELZ2 HMGN3 HYAL2 IFNGR2 IGFBP6 IL22RA2 ILRUN IMPDH2 INPP5D INTS3 ISYNA1 ITGAX KHDRBS3 KIAA0040 KIAA1671 KIF17 KPNB1 LINC01106 LINC01405 LOXHD1 LRP8 LTO1 MAD1L1 MAD2L2 MAP1A MATK MC4R MEGF8 MGAT5 MIA MMP12 MOB3A MPIG6B MT1E MYADM NAGPA NARS1 NBPF3 NDUFA12 NKIRAS2 NLRC5 NME1 NPDC1 NRIP3 NUDT5 OGFRP1 OLA1 OR7E36P PCSK7 PDLIM7 PEA15 PGM2 PHB2 PHLPP1 PHPT1 PIP4P1 PIP5K1C PLD4 PMAIP1 POGLUT1 POLDIP3 PON2 PPP1R14A PPP5C PRPS1 PRRC2A PRSS3 PRSS50 PSKH1 PSMB3 PXDC1 RAB3GAP1 RANBP10 RAP1GAP RASGRP3 RBMS2 RC3H2 RCN3 RFTN1 RNF41 RSPRY1 RUNX3 S100A5 SBF1 SCARF1 SCMH1 SCRT1 SEPTIN6 SERPINF2 SHCBP1 SLA SLC1A1 SLC25A15 SLC25A2 SLC3A2 SLC7A11 SLX4IP SND1 SOBP SOGA1 SRARP STARD7 STK32C SYT5 TACSTD2 TBC1D1 TENT4B TESK1 TEX28 TGIF2 TLR6 TMEM262 TMEM38A TNF TNFAIP8L1 TNIP1 TOMM34 TP73-AS1 TPM3 TREML2 TRIP10 TRPM4 TSPAN15 TUBA4A UBTD1 UQCR10 UQCRB VDAC2 VWA5B1 XYLT1 YARS1 ZBTB43 ZEB1-AS1 ZNF29P ZNF48 ZNF562 ZNF641 ZNF764 GSE46242_TH1_VS_ANERGIC_TH1_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE46242_TH1_VS_ANERGIC_TH1_CD4_TCELL_DN ABCA2 ACAN ACOT6 ACTN4 ADAM20 ADAMTS20 ADH1A ADORA2B AGBL1 AGRN ALLC AMIGO3 AMN1 ARHGAP11A ARPC5L ARPIN ATP10B BAP1 BCL10-AS1 BEND7 BTF3P11 C15orf39 CAMK1G CASQ1 CASTOR3P CD151 CD1A CD24 CDC42BPA CELF4 CEP112 CES5A CLEC12B CLEC4C CMPK2 CNTLN CTTNBP2 CUL9 DCX DDX18 DEPDC1 DGKZ DMBX1 DOCK1 DUSP5 EMID1 ENSG00000236854 ENTREP1 EOLA1-DT EXO5 FAIM2 FAM110A FANCD2 FBXL16 FBXO36 FHOD1 FKBP11 FKBP5 FLOT2 FMO6P FOXJ2 FOXP1 FOXP4 G6PC1 GATB GDI2 GLYATL2 GNG7 GNL3 GPAT3 GRSF1 GSG1 GSTM4 GYPA H2BC5 H2BC6 HCAR3 HPS1 HYLS1 IL1RAP IL7R INS IRF7 JADE3 KCNK2 KIAA1671 KIF25 KLHL32 KRT12 LCE1B LINC00240 LINC01020 LINC01426 LINC02112 LINC02487 MAMDC4 MAN1C1 MAN2A2 MAP3K13 MCCC1 MELK MIR214 MOBP MPZL3 MYCT1 MYO1H NAGPA NCOR2 NDUFA12 NEUROD4 NFXL1 NPFFR2 NPIPA1 NPY2R NRCAM OR10R2 OR2A4 OR2W3 OSMR PALD1 PDC PEPD PGBD4 PHLDA2 PHLDB2 PMS2P4 PNLIPRP3 POM121L8P PRPF38A PRPH PSTPIP2 PTHLH RAB15 RAB30 RAB7A RAI2 RBM10 RERE RETREG3 RFXAP RGS2 RHCE RNF182 RNPEPL1 RPRD2 RPTN RSBN1L RYR1 SART1 SBNO2 SCARNA15 SDHC SEMA3E SH2D4A SLC34A2 SMAD1 SNAPC2 SNTN SPTLC3 STRBP SYT16 TAFA4 TAPT1 TAS2R16 TBC1D17 TBL1X TCHH TEX36 TEX46 TIMM44 TM4SF18 TMCC3 TMEM174 TMEM237 TUBG2 TUG1 ULK2 UMODL1 UNC45A USP53 VGLL3 WASF1 ZCWPW2 ZDHHC11 ZFP37 ZNF14 ZNF384 ZNF484 ZNF532 ZNF544 ZNF568 ZNF580 ZNF641 GSE46242_TH1_VS_ANERGIC_TH1_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE46242_TH1_VS_ANERGIC_TH1_CD4_TCELL_UP ACOT8 ACTR3C ACVRL1 ADGRL1 AGO1 ALG10B ALKBH3 ALOX5AP AMPD2 ANKHD1 ARIH2OS ARL8A ATP6V0E2 BACE1 BBS5 BCL2L10 BRAP C1orf122 C1orf53 C20orf85 C2CD3 C8orf88 CARD14 CCDC125 CCDC96 CCDC9B CD1D CD300A CD300LF CDCA4 CDK5 CECR3 CES2 CES3 CHCHD4 CLEC2L COA3 CR1 CREB3L2 CX3CL1 CXCL16 DACH1 DCAF12 DHX8 DPH2 DPM2 EEPD1 EHD4 EIF1B EMX1 ENG ENTPD1 FARSA FASTKD1 FBP1 FGR FHIT FLT1 FN1 G6PC3 GALM GIMAP4 GNL3L GP9 GPS2 GUSB GYPB HARS1 HCST HDAC8 HIVEP2 HPCAL1 HSBP1 HSD11B2 HSD17B14 IL2RA INO80D IP6K1 IPP ITGAE ITGB3 ITPRIPL2 KRTAP10-12 LBR LFNG LIMK2 LIN28B LINC00630 LINC00900 LOC574538 LRRC32 LY9 MAFK MATK MLX MSL2 MT1HL1 MTMR14 MYADM MYL6B NDUFA2 NEDD8 NEK6 NKG7 NME6 NPC2 NPLOC4 NRIP3 NSUN5P2 NUP210 NYAP2 NYX PCK2 PFKFB4 PGBD5 PGPEP1 PHC1 PLA2G5 PLAT PLBD1 PLCB2 PLPP2 PLPP3 PMS2P5 POLH POLR1H POMP PPFIA4 PRKCB PRKCE PTBP1 PTGS1 PTPRN2-AS1 PTPRU RAB20 RAB25 RASIP1 RCSD1 RFPL2 RGCC RHBDF2 RNF41 SEL1L3 SERF2 SERPINB6 SETD3 SIGLEC15 SIGLEC17P SIGLEC7 SIL1 SIPA1 SLC2A9 SLC45A3 SLIRP SNORA21 SRGN SSR2 SSTR1 ST7-OT4 STAC3 STAG3 STK38 STPG4 STX18 SUOX SUPT4H1 TBL2 TBXAS1 TEDC2 TFCP2L1 TGIF2 TGM2 TMEM177 TMUB1 TNC TOP1 TP53RK TP53TG1 TRAPPC14 TRIM31 TRMT112 TSPAN14 TUB TWF2 UBTD1 UCK2 UPP1 USP4 UXT VNN2 WFS1 XYLT1 YIPF2 ZMYND11 ZNF283 ZNF713 ZSCAN16 GSE46242_TH1_VS_ANERGIC_TH1_CD4_TCELL_WITH_EGR2_DELETED_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE46242_TH1_VS_ANERGIC_TH1_CD4_TCELL_WITH_EGR2_DELETED_DN AAMDC AATBC ABCG2 ABHD4 ACTG1 ACTN4 ADAMTS15 ADH1A ADORA2B ADRB2 AGGF1 AGPAT2 AKT1 ALDOA ALKBH5 AMIGO2 ANAPC15 ANKRD13A ANXA5 AQP3 ATP11B BAHD1 BMP8B C18orf21 C1orf162 C20orf173 CA4 CALCOCO2 CALHM2 CAP1 CAPRIN2 CATSPER3 CCDC88C CD47 CDYL CEP112 CEP164 CHST12 CIBAR1 CIC CMPK2 CMTM8 COX14 CSTL1 CTTNBP2 DAG1 DDIAS DGKZ DNAJA1 DNM1P46 DOCK11 DOK2 DYNC1LI1 EGLN2 EGR2 EHD4 ENSG00000289161 ETFA EXD2 EXD3 FAM162B FAM241B FAR2P2 FCHO1 FKBP5 FOXA3 FOXP1 GCN1 GGA2 GLIPR2 GLYATL2 GNAQ GPD1L GPR146 GPRC5D-AS1 GPT HADH HERC5 HGSNAT HHIP HNRNPA2B1 IFFO2 IGFBP7 IKBKG IL1R2 IL7R INF2 IRS4 KCTD6 KLF11 KLHDC3 KLHL18 LINC01089 LPCAT3 LPCAT4 LZTS1 MAP4K1 ME3 MEGF9 METTL9 MIR99AHG MRPL34 MVP NDUFA4 NKX3-2 NMB NPR2 NUCB1 NUP214 OAS1 OPN3 OR2A4 OR2W3 OR5AK4P PAQR4 PCOLCE2 PECR PGP PIGS PIP4K2A PITPNC1 PLIN2 PLSCR2 PODXL POLL POU5F1P3 PRCP PREX2 PRL PRM3 PTGFR PTX3 RAMP1 RARA RFXAP RGS3 RHOU RNASE4 RTN4 S100A5 S1PR4 SBNO2 SCARB1 SCCPDH SCEL SECTM1 SEMA4D SEPTIN10 SEPTIN9 SH2B2 SHC1 SLAMF9 SLC25A1 SLC25A26 SLC25A46 SLC35A1 SLC35E4 SLC38A10 SLC39A6 SMARCC2 SNTG2 SNX1 ST6GALNAC2 STAC STARD7 STAT3 STAT6 STK17B TAF5LP1 TAFA4 TCERG1L TEX101 TIPARP TMC6 TMEM125 TMEM200B TMEM223 TRPV2 TTC39B TUSC2 TYW3 UBALD1 UBB UBE2G2 UNC119 VCL WDFY4 ZC3H14 ZNF232 ZNF383 ZNF625 ZNF790-AS1 ZRSR2 GSE46242_TH1_VS_ANERGIC_TH1_CD4_TCELL_WITH_EGR2_DELETED_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE46242_TH1_VS_ANERGIC_TH1_CD4_TCELL_WITH_EGR2_DELETED_UP ABCB4 ACOX2 ACVRL1 AKTIP ALKBH3 AMPD3 ANKRD33B ANXA3 ARFRP1 ASB2 ATP6V0E2 BBS5 BCL2L13 BDH1 BIRC3 BPI BTG1 BTLA C12orf75 C15orf48 C18orf32 C2CD2L CA2 CCDC71L CCDC96 CCL17 CCL2 CCR7 CCT2 CD1D CD274 CD300LF CD3D CD40 CD48 CD55 CD72 CD83 CD84 CDKN1A CFAP251 CFAP68 CFP CHCHD4 CHMP4B CHST15 CLPB CNNM4 COL4A2 COQ10B CPEB1 CRIP1 CYBB CYP27B1 CYP7A1 DOCK5 DOP1B DPY19L3 DUSP1 DYDC2 ECD EDDM3B EEF2 EIF1B ELOC ENO3 EOLA1 EOLA2 F8 FAH FAM107B FAM20C FLT3 FSCN1 G0S2 GALM GANC GATD3 GBP4 GFOD1 GPR157 GPX1 GSDME GTF2E2 GUSB HIVEP2 HOXB2 HOXB6 HTR7P1 HYOU1 ICOSLG IDO1 IFT88 IGFBP6 IL22RA2 IRAK1 ITGA4 ITPRIPL2 KCNE3 KCTD7 KDM2B KIF2A LAMP3 LIAS LIMCH1 LINC00294 LRRC32 MAP3K14 MARCKSL1 MB MCM2 MED8 MELTF MLKL MMD MOB3A MT1F MTMR14 MYADM MYL5 NEFH NFKBID NME1 NOPCHAP1 NRIP1 NSMCE1 NUB1 NUDT19 OR7E36P ORC5 OSGIN2 OXER1 PDGFB PIP5K1C PLGRKT PMAIP1 POGLUT1 POMP PP7080 PPP1R14A PRDX6 PRXL2B PSAP PSMD4 PSME2 R3HDM2 RAB20 RFLNB RGCC RGS1 RGS12 RHBDF2 RMC1 RPS6 RUNX3 RYBP S1PR2 SAT1 SDHB SEL1L3 SFRP4 SIGLEC17P SIGLEC7 SINHCAF SIPA1 SLC20A2 SLC25A15 SLC36A4 SLC3A2 SLC7A5 SNN SNX27 SPG21 SSH1 ST20 STX18 SYNJ2 TBC1D1 TBC1D13 TESK1 TGFA TLNRD1 TMEM121B TMEM268 TMX2 TNFAIP2 TNNI2 TRAPPC14 TRIM6 TTLL4 UBE2D1 UCK2 UGGT2 UPP1 USP11 VOPP1 WARS1 WDR5 ZBED10P GSE46468_LUNG_INNATE_LYMPHOID_CELL_VS_SPLEEN_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE46468_LUNG_INNATE_LYMPHOID_CELL_VS_SPLEEN_CD4_TCELL_DN ABCE1 ACTR3 ADAP1 ADCY3 ADSS2 AGFG1 AP1S1 ARAP2 ATP1A1 ATP2A2 BACH2 BAIAP2 BAZ1A BUD23 BUD31 BYSL C1orf216 CAP1 CD83 CDK4 CDK6 CHD4 CKLF CKS2 COQ10B CRLS1 CSGALNACT2 CSNK1E CSRNP1 CYSTM1 DDX31 DERL1 DESI1 DMAC2L DNTTIP2 DRG1 EBNA1BP2 EEF1E1 EGR3 EIF1B EIF2S1 EIF5 EPOP ESRRA EVI2A EXOSC9 FAM20B FAM241A FAM3C FASTKD5 FBXW7 FEM1A FTH1P5 FUNDC2 GPR107 GSPT1 GSR GTF2B HEATR1 HSBP1 HSP90AA1 HSPH1 HUS1 IARS1 IER3 IER5 IL27RA ILF2 ILF3 INAFM1 INTS12 ITK KBTBD8 KIAA0753 KLC2 KLF10 KMT5A KPNA1 LMBR1 LRRC8B LRWD1 LTV1 MAK16 MAP3K14 MAPKAPK5 MAT2A MED19 MED21 MED27 METTL16 MIDN MIR155HG MIR17HG MOB1B MRM3 MRPL14 MRTO4 NAA15 NAB2 NAT10 NCBP1 NDUFA6 NECAP1 NLE1 NOC3L NOLC1 NOM1 NOP58 NPTN NR4A1 NSMF NUP188 NUP58 NUP98 PDCD11 PEA15 PHF5A PIGW PINX1 PITPNB PNO1 POLR2D POLR3C POLR3D PPAT PPP1R15A PPP1R15B PPRC1 PRMT1 PRSS33 PSMB2 PSMB6 PTPRE PURB QTRT2 RAN RBM7 RCOR1 RNF19A RRP12 RRP7A RSL24D1 RUNX3 SETMAR SLC25A32 SLC27A2 SLC35F2 SLC7A1 SLCO4A1 SMIM15 SMURF1 SNORA28 SNRPB2 SPHK1 SQSTM1 STK26 STRAP SUCLA2 TAB2 TCP1 TET3 TFAM TFB2M TIGAR TIMM8A TIPIN TM9SF3 TMX2 TNFRSF12A TNFRSF4 TNFSF14 TOP1 TRA2B TRAF1 TRMT6 TRNT1 TSPAN31 TTC27 TTC4 TXNRD1 UBA2 UBE2N UBE2NL UQCC4 URB2 USP12 USP14 USP4 UTP15 UTP6 VDAC1 VTA1 WDR33 YTHDF3 ZBTB43 ZEB1 ZFP36 ZNF473 ZNHIT6 GSE46468_LUNG_INNATE_LYMPHOID_CELL_VS_SPLEEN_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE46468_LUNG_INNATE_LYMPHOID_CELL_VS_SPLEEN_CD4_TCELL_UP ACAP1 ACAT1 ACAT2 ADI1 AGAP3 AGK AKR1B1 ANAPC5 ANKRA2 ANXA11 ANXA4 AP1G2 ARHGAP15 ARHGEF6 ARIH2OS ARSK ASAH1 ASL ASPRV1 ATMIN ATP6V1G1 ATP7B B3GNT2 BBS1 C2CD5 CAMK4 CAPS CBFA2T2 CDK5RAP2 CDKN2D CHD9 CHST14 CIAO2A CLOCK CLYBL CMC1 CMPK1 CNPY3 COMMD9 CPNE1 CRACR2A DCAF17 DENND10 DENND6A DHFR DHFR2 DNASE1L1 DPEP2 EIF2AK1 EMB ERCC6L2-AS1 EXOC1 EXOC4 FAM172A FBXO9 FBXW4 FGD3 FHIP2A FOXJ2 GDPD1 GPALPP1 GPD1L GSK3B GTF2IRD2 GUSBP11 GYS1 H2AC25 H2BC21 HEATR5B HECA HEXA HINFP HSD17B11 HSDL2 HYLS1 IDH1 IDH2 IGIP ILK INPP5D IRAK4 ITIH4 KAT7 KDELR1 KDM3B KDM5A KIAA0319L KIAA0586 KIAA1143 KIAA2013 KIF22 KNL1 LIN7B LIN9 LINC02035 LIX1L LOC389831 LRRC37A2 MAP2K5 MAP2K6 MAP3K12 MARCHF8 MARCHF9 METTL23 MOCS2-DT MON2 MPND MPP1 MRPL43 NELFB NIN NPRL3 NR1D2 OPN3 OSBPL7 PCBD2 PCCB PIGY PIGZ PKN2 PNISR PNRC1 PPARA PPP1R12B PRORP PURA RABGAP1 RABGGTA RAD52 RBM45 RETREG2 RFX7 RNPEPL1 RPS27L RPS6KA1 SAC3D1 SAP30L SDCBP2 SDHA SDHAF4 SH3BGRL SIGIRR SKA2 SLA2 SLC24A1 SLC25A20 SLC35A1 SLC35E2A SLC37A4 SLC7A6OS SMAD2 SPEN-AS1 SPG11 SPIN4 STMN3 SURF1 TAFAZZIN TBC1D14 TBCK TCF19 TGIF1 TM7SF2 TMEM101 TMEM129 TMEM179B TMEM19 TMEM204 TMEM94 TPK1 TRERF1 TRIM46 TRMT1L UBA7 UBR7 UCP2 UVSSA VDAC3 VILL VIPAS39 VPS36 YIPF1 YPEL2 ZBP1 ZFAND1 ZKSCAN4 ZNF138 ZNF224 ZNF276 ZNF33A ZNF398 ZNF449 ZNF500 ZNF518A ZNF766 ZNF776 GSE46606_DAY1_VS_DAY3_CD40L_IL2_IL5_STIMULATED_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE46606_DAY1_VS_DAY3_CD40L_IL2_IL5_STIMULATED_BCELL_DN ADIPOR1 AGGF1 AIM2 AK4 APAF1 APPBP2 ARID5A ARPC5L ATP6V0A2 BAG2 BATF BATF3 BCL6 BHLHE22 BIRC3 BMP2 BOLA3 C14orf93 C18orf25 C19orf53 C1orf198 CA4 CAB39 CARS1 CCDC117 CCDC3 CCDC32 CDC123 CDC26 CEPT1 CLU CMC2 COA7 COL15A1 COLGALT2 CSK CTPS1 CXCL12 DCAF4 DDX21 DDX6 DNAJC6 DPM2 DTX3L DUSP1 EBF1 EDF1 EFCAB14 EI24 ELP5 EN2 EPAS1 ERCC4 ETV5 ETV7 FAM43A FASTKD2 FBXO30 FBXW2 FGFBP2 FKBP5 FRMD6 GAL GATA2 GID4 GLRX5 GPATCH4 GZMB HAX1 HEG1 HORMAD1 HOXC10 HSD17B10 ICE1 IFI16 IKBKB IL13 IL13RA1 IL1A IL2RA IL5 IQCF3 IQCG JMJD6 KIAA0232 KLHDC7B LINC01405 LINC02210 LONRF3 LRP12 MAD2L2 MAGOH-DT MALT1 MCL1 MDH1B MED31 METTL1 METTL5 MIR155HG MTHFD2 MVP MYCBP NKG7 NLRC5 NOL12 NOLC1 NOP14 NOP2 NPHP4 NRXN2 NUDT11 OTUD5 PALB2 PALD1 PAQR7 PFKFB3 PHRF1 PIK3CB PIM2 PITPNA-AS1 PITPNB PLA2G4C PLAT PLD6 PPP4R4 PPRC1 PRDM1 PRKX PTGER3 PTPN13 PTPRCAP PTRH2 PTTG3P PUS1 RAB22A RALB RMI1 RNF144A RNF145 RNF213 RNF5 RPP30 RPP40 RPS10P5 RPS28 RRAD RRS1 RUNX1 SAFB2 SATB1 SCARA5 SCG2 SERPINB9 SGK1 SLC12A8 SLC16A10 SLC27A2 SLC39A13 SLC7A1 SLC7A5 SMG8 SNAPC5 SNHG1 SNHG15 SNRPC SOCS1 STAT1 STAT3 STRIP2 TAL1 TANC2 TAPT1 TARS3 TBL1X TFRC TGFB1 TIFA TIMM13 TMOD2 TNFAIP8 TNFRSF1B TNFSF4 TRERF1 TRIM22 TRIM69 TTC4 TUBBP5 TXNDC16 TYW5 UBE2L3 UBE2N UTP11 VDR WDR7 XPNPEP2 ZMYND19 ZNF232 ZNF559 ZNRF1 GSE46606_DAY1_VS_DAY3_CD40L_IL2_IL5_STIMULATED_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE46606_DAY1_VS_DAY3_CD40L_IL2_IL5_STIMULATED_BCELL_UP A4GALT ABCC6 AKR1C1 AKR1C3 AQP9 ARL4C ART1 ATP10B ATXN1 BCL11A BCL11B BCL2 BTN2A2 C12orf76 C14orf132 C17orf98 C2orf83 C5orf47 CAPN14 CCDC163 CCDC172 CCDC7 CECR9 CEP126 CERS3 CHRM1 CIITA CNTNAP1 CREBL2 CTDSPL CTNND2 CTTNBP2NL CXCL10 CXorf51A CYP3A43 DAOA DENND4A DENND5A DEPTOR DGKI DLG3 DLGAP2-AS1 DNAJB8-AS1 DNASE2 DNTT DRD5 EBF2 EIF4E3 ENDOV EPX ERCC6 ERG F12 FAM83A FARS2 FBXO16 FCGBP FHDC1 FOXG1 FOXP1 FSTL4 FXYD1 FZD2 GAB3 GABARAPL3 GAPDHS GEM GLCCI1 GNRH1 GOLGA7B GOLPH3L GPR68 GRM6 HAO2 HBP1 HESX1 ID2B IFT88 IL19 IL7R IRAG2 IRS2 ITCH ITGA2 KANK2 KCNMB3 KCNQ1 KCTD17 KLK14 LINC00205 LINC00926 LINC01085 LINC02731 LMO7DN LPIN1 LRP2 LYST MAB21L1 MAML2 MANBA MARVELD2 MEST METTL21A MLH1 MRPL45P2 MTARC1 MYH2 MYOM1 NAALAD2 NCF2 NCOA4 NEK2-DT NR2E3 NR3C1 OBSCN-AS1 ODAM OFD1 OLIG1 OR8G1 P2RY11 P2RY8 PDE3B PDPN PIK3CD PLA2G12B PLCXD2 PLEKHA2 PLK2 PMPCB PPP1R17 PPP2R2C PRR7-AS1 PSG5 PSIP1 RBPJ RDM1 RDUR REG1CP RNF20 ROGDI RPA1 SCAMP1-AS1 SCGB1A1 SEL1L3 SERTAD4-AS1 SHCBP1L SIM2 SLC23A1 SLC24A1 SLC4A8 SLC9A9 SPIN2A STAU2-AS1 SYNE3 SYNGAP1 SYT1 TAMALIN TENM4 TES TEX26 TEX35 THSD7A TMEM125 TMEM154 TNMD TOB1 TPPP2 TREX1 TRIML1 TSC22D1 TTTY6 TTYH2 TXNIP UGT3A1 UNC13C UTY VASH2 VCAM1 VEGFC VGLL1 VTN WNT5A XDH ZBTB8B ZFHX3 ZNF473 ZNF543 ZNF670 ZNF671 GSE46606_DAY1_VS_DAY3_CD40L_IL2_IL5_STIMULATED_IRF4HIGH_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE46606_DAY1_VS_DAY3_CD40L_IL2_IL5_STIMULATED_IRF4HIGH_BCELL_DN ABCB1 ACOT9 AGRN ALCAM ALDH7A1 ANGPT1 APOOL ARHGEF3 ARID5A ARL14 ARMCX2 ASB13 ATF3 AXL BLZF1 C11orf68 C19orf12 C3orf14 CACNB2 CARMIL1 CCL5 CCND2 CCNYL1 CCRL2 CD200R1L CD274 CD40 CDHR5 CFAP210 CGAS CGGBP1 CH25H CLIC4 CPEB4 CSRNP1 CXCL11 DDX4 DHX40 DNAJC7 DPPA2 DTX3L DUSP10 ELL3 ELOA EMC8 ENPP4 FAM162B FAM3C FAM89A FRMD4A FZD5 GBP2 GCH1 GIMAP4 GLIPR1 GPR15 GPR85 GRAMD2B GSAP GSDMD GTF2A1 GTF2E2 HDAC1 HEATR5B HNRNPH2 HSDL2 HSH2D HSPA5 IFNA1 IFNG IKZF2 IL12B IL1RAP IL6 INPP1 INTS8 ISOC1 ITGA4 JAK2 JAM3 KANSL1L KAT6A KATNA1 KDM6B LRP8 LTA LYST MACC1 MACIR MAD1L1 MAP10 MAP3K5 MAPK6 MAX MITD1 MLKL MLLT3 MPP1 MTHFS MTMR11 MVP MYCBP2 MYH10 NDEL1 NFKBIZ NSD3 OASL OLAH OPTN OTUD1 PAFAH1B2 PARP11 PDCD1 PDZD8 PGAM2 PHKA2 PI4K2A PIGV PLAAT3 PLAUR PLEKHA2 PLXNC1 PML POLM POLR2C POU6F1 PPA1 PPFIBP1 PPIF PPM1K PRRG4 PTPRO RAB1A RAB5IF RARS1 RASGEF1B RBL1 RFC3 RFWD3 RHOG RIGI RIPK1 RNF139 SAT1 SELENOK SEMA6D SETD4 SETDB2 SH3BP2 SIRT1 SLC25A22 SLC7A3 SMIM3 SOWAHC SPG7 SPRED1 ST3GAL6 STAT2 STON2 STXBP3 SYNPO2L TAF6L TAF7 TAGAP TAPBP TENT5C TGFB3 THEMIS2 TIMELESS TIPARP TMED5 TMEM184B TMEM219 TMOD3 TNF TNFSF10 TNFSF9 TOM1L2 TRA2A TRAF1 TREML2 TRIB1 TRIM14 TRIM26 TRIM34 TSPAN31 TSPO TTC4 UBA7 UBALD2 UBC USP12 VIM VPS54 ZBTB16 ZBTB5 ZNF207 ZNF516 ZNF710 ZNFX1 GSE46606_DAY1_VS_DAY3_CD40L_IL2_IL5_STIMULATED_IRF4HIGH_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE46606_DAY1_VS_DAY3_CD40L_IL2_IL5_STIMULATED_IRF4HIGH_BCELL_UP ABHD4 ADGRA2 AFF2 AGBL5 AGL APEX1 ARRB2 ASPA ATP2A2 BBS12 BIVM BLOC1S5 BTBD1 C12orf43 C15orf61 C1QBP C1orf54 C3orf70 C6orf136 CASD1 CBX7 CCDC115 CCDC30 CCDC93 CCT4 CDK2AP1 CDKN2AIPNL CFL1 CHKB CLNS1A COQ5 CREBL2 CRTC3 CTBS CTDSP2 CTU2 CZIB DBP DCDC2B DDI2 DDX10 DDX46 DOCK1 DPH5 DTWD2 DTYMK DUSP12 EDA2R EIF4G2 EMILIN1 ENSG00000267882 ESRRA FAM107B FARSB FBXO5 FERMT3 FGF8 FKBP15 GABRB2 GGA2 GNL3 GPR35 GTF2IRD2 GXYLT1 HAO2 HELQ HIGD2A HNRNPK HNRNPR HOOK3 HPS4 IDH2 IL16 IPO4 ITLN1 KBTBD7 KBTBD8 KDF1 KLHDC2 KRI1 LAMTOR2 LSM10 MAP4K4 MAPK14 MAPRE2 MATR3 MCOLN2 MDH1 MFNG MFSD2B MRPL12 MRPL18 MRPL42 MRPL44 MRPS2 MRRF MSRB2 MTO1 MTSS1 MXD4 NAA50 NAGPA NIFK NLK NOL9 NUDT4 NUDT5 OSBPL2 PABPC1 PARD6G PARP1 PBX2 PBXIP1 PCDHB5 PDIK1L PEBP1 PER1 PHB2 PHF10 PITPNB PLIN3 POGLUT1 POGLUT2 POLE3 POLR2H PPP1R12B PRADC1 PSMD11 PSMG2 PSTK PUM3 RASSF7 RBFA RFC1 RGS2 RNF126 RNF166 ROMO1 RPL39 RPS26 RPS5 RPSA SDAD1 SEPSECS SERP1 SETD5 SH3BP5 SLC1A7 SLC27A1 SLC48A1 SPATS2L SS18L2 STK10 STK26 SURF6 SZRD1 TCN2 TEX10 TFRC TIFAB TIMM10 TIMM8A TIMM9 TINF2 TMED9 TMEM109 TMEM11 TMEM60 TNFAIP8L2 TP53BP1 TP73 TPRA1 TRAPPC2B TRIAP1 TRIM27 TRIM37 TRMT112 TSC1 TSC22D1 TSN TSPYL2 TSPYL4 UNG USP10 VAMP1 VAPB WDFY2 WDR75 WWP1 XPOT YPEL2 YPEL4 YY1 ZNF394 ZNF507 ZNF566 ZNF708 ZNF799 ZNRF1 ZZZ3 GSE46606_DAY1_VS_DAY3_CD40L_IL2_IL5_STIMULATED_IRF4MID_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE46606_DAY1_VS_DAY3_CD40L_IL2_IL5_STIMULATED_IRF4MID_BCELL_DN AAK1 AARSD1 ABCB1 ACBD5 ADGRE5 ALDH1B1 ALDH7A1 AMDHD2 ANTXR2 ARHGEF10 ARHGEF11 ARHGEF6 ARID1B ASB3 ATE1 ATRAID BCKDHA BNIP2 C11orf54 C12orf4 C16orf54 C19orf12 C1orf174 C5orf34 CALHM2 CARD11 CASP2 CCDC117 CDADC1 CDH1 CDK19 CDKN2D CEP192 CERS6 CHD9 CNOT6 COMMD3 COP1 CRYBG1 CXCL9 CYP27A1 DAP DCUN1D2 DDB1 DGCR8 DHRS1 DUBR DYM ECH1 EHD4 EIF2B4 ELF1 ERP29 ETNK1 EVL EXOC4 EXOC6 FBH1 FBXL14 FKBP15 GBE1 GCOM1 GNE GNG12 GNGT2 GNPTAB GPR155 GPR35 GRAMD1C HARS2 HERC6 HIPK1 HLTF HPS3 HPSE HVCN1 IFNGR1 IKZF1 ILVBL INPP5D ISG20 ITGB2 ITPRID2 ITSN2 KBTBD11 KCTD2 KLC4 LIFR LIMD1 LSP1 MAP4K3 MAPK9 MARK3 MAT2B MATN2 MCUR1 MEF2A MRTFA MTA1 MTA3 MTCP1 MTMR1 MYH10 MYO18A MYO1C NAGA NCDN NECAP2 NEIL1 NGLY1 NUDT3 P2RY12 P2RY14 PANX1 PAQR5 PDLIM1 PEPD PHF14 PHLPP2 PIH1D1 PINK1 PKIG PLEKHB2 PLGRKT PLOD2 PLS3 PNPLA2 POLB PON2 POU6F1 PRKD3 PRKRA PRPF4B PRR3 PRRC2B PTP4A3 RAB18 RAB33B RAD52 RASA3 RASA4 RASAL3 RASL11B RBL1 RFC1 RGS2 RHOT1 RIC8B RNASEL RTF1 RXYLT1 SASH3 SDC3 SEMA4D SGPP1 SH3TC1 SLAIN2 SLC12A9 SLC35F5 SLC44A2 SLC49A4 SLC9A9 SMAP2 SMC6 SMIM5 SMS SMYD3 SPTBN1 SRD5A3 STAMBPL1 STAU2 STOML1 SYNRG TAF6L TANGO2 TBC1D8B TIPRL TMEM120A TMEM179B TMEM192 TMEM86A TMEM9B TNFSF10 TPD52 TRAPPC2B TRIM25 TTC33 TUBGCP5 TUT4 UBE3B UBL3 UBR2 UPB1 VRK1 WBP1 WDPCP WDR7 WFS1 ZFYVE19 ZMYM2 GSE46606_DAY1_VS_DAY3_CD40L_IL2_IL5_STIMULATED_IRF4MID_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE46606_DAY1_VS_DAY3_CD40L_IL2_IL5_STIMULATED_IRF4MID_BCELL_UP ABTB3 ACSL6 ACVR1C ADAM21 ADM ADRB1 AGTR2 AMELX ANGPT4 ANKRD33B AQP6 ASAP3 ASPA ASXL1 ATP13A3 ATP8B1 ATXN1 BAIAP3 BCL2L1 BRSK2 CALB2 CAVIN4 CCL1 CCL5 CCND2 CD70 CD72 CD80 CEACAM21 CHRNA4 CLDN14 COL10A1 COLGALT1 COX17 CRACD CSPG5 CTLA4 CTPS1 CYP4B1 CYP8B1 DENR DEPDC5 DPF1 DTX2 DUSP1 DUSP14 DUSP8 EBF3 EBI3 EEF1E1 EIF4G2 ELOVL3 ENSG00000250803 EPB41L4A FAM181A FCRL1 FGF8 FXYD7 GPR161 GRK3 HAUS8 HIP1R HIVEP3 HNF1B HOXB13 HRH1 ICOS IFITM5 IGF2BP2 IGFBPL1 IL10 IL12B IL31 IL4I1 IL6 ING1 JPH2 KCTD20 KLHDC9 KRTAP19-3 LAD1 LCP1 LENG9 LEP LEPR LMNTD1 LOXL1 LRRC18 MAB21L2 MAFF MAMLD1 MATCAP1 MEP1A MFHAS1 MGAT5 MLLT11 MPZ MREG MROH2B MRPS10 MS4A18 MYB MYC MYL9 NDUFB3 NECAP1 NES NEURL2 NFKBIL1 NFKBIZ NINL NKX3-1 NPHS1 NPR2 NUBP1 ODC1 OPRM1 OR51E1 OTUD1 PCDHB15 PDZK1 PEA15 PFKFB1 PLK3 PLXNC1 PLXND1 POMGNT2 PPM1L PPP1R14A PPT2 PRAMEF2 PRKAG3 PROX2 PSMA6 PSMD11 PSTPIP2 PTCD2 PUM3 RAB43 RABGGTB RAPGEFL1 RASL10B RBM44 REPIN1 RGMA RHBDL3 RNF24 S1PR3 SEMA6D SGCA SHC4 SLC15A1 SLC15A3 SLC39A3 SLC43A3 SLC7A3 SNAI2 SNX31 SOCS3 SPTBN4 ST8SIA6 STAP1 STK40 STMN2 SUB1 SYCE1 SYNGR3 TBX15 TBX4 TET2 TFEB TIMM10 TIMM8A TLCD1 TMCC3 TMEM131L TMEM39A TMEM87A TNFSF11 TNFSF9 TNIP1 TNNI1 TP53INP2 TRAF3IP2 TRPM5 TSPAN6 TSPYL5 TUBB6 UBD UBE2B UGCG WDR1 WDR33 WDR59 WNT1 XPNPEP2 YAE1 YBX2 ZC2HC1C ZSCAN20 GSE46606_DAY1_VS_DAY3_CD40L_IL2_IL5_STIMULATED_IRF4_KO_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE46606_DAY1_VS_DAY3_CD40L_IL2_IL5_STIMULATED_IRF4_KO_BCELL_DN ACSBG2 ACTR6 AGPAT4 AMN1 ANAPC16 ANKRD46 ARHGEF10L ASB3 ATP1B4 ATP5F1A BCOR BIVM BLOC1S2 BLOC1S5 BPNT1 C18orf54 CAPN7 CBY2 CCDC39 CCDC88A CCNB2 CDKN1A CEP290 CEP55 CEP89 CHEK2 CLGN CNN3 COG6 COL18A1 CSAD CTBP2 CTXN3 CYP39A1 DAW1 DCDC2C DENND11 DEPDC1 DEXI DIP2B DISP3 DMP1 DPCD DPY19L4 EGLN2 EHMT2 ESRP2 FAHD1 FAM20B FAM216A FAM81A FARS2 FLG FUT1 GABRB3 GADD45A GADD45B GALK2 GALNT4 GCH1 GJA4 GNAT1 GNB4 GOLGA4 GOLPH3 GRK6 H1-0 HAP1 HASPIN HBP1 HOOK2 HOOK3 IGF2R IL4I1 INTS12 IQGAP3 ITGB3BP ITM2C JAK1 KAT7 KIF20A KIF6 KLF10 KRIT1 L3MBTL3 LAGE3 LAMA3 LCN12 LGMN LSM14A LUC7L3 MAP3K2 MAP4 MAT1A MCM3AP MED14 MLLT11 MLLT3 MMP11 MPP7 MRPL10 MRPS21 MTBP MTFR2 MXD1 NAXE NIPAL3 NIPBL NIPSNAP1 NIPSNAP3B NQO2 NR4A3 NTAQ1 NUMA1 OMA1 OR2T33 OSBPL11 PBRM1 PCDHGC4 PDE6D PGS1 PHACTR4 PHKB PIAS3 PIERCE1 PIGX PLRG1 PMCH PON2 PPP1R17 PPP1R26 PPP2R5C PRC1 PRDX2 PRPF38B PRR9 PTER PTS PWWP4 PXMP2 RDM1 REEP1 REPIN1 REST RHOH RNF19A RNF215 RPAIN RYR2 S100A11 SAC3D1 SAMSN1 SEC61A2 SENP7 SERPINE2 SIRT3 SLAIN1 SLC25A40 SLC7A13 SOS2 SPC25 SQSTM1 STK17B STK3 SUPT7L TBC1D1 TCF12 TEKT1 TES TEX48 TIA1 TINF2 TMEM107 TMEM35B TNFAIP3 TNFAIP8 TPD52 TRAF3IP1 TRAF4 TRMT1L TRPM4 TTC21A TUBA1A UBASH3B UBE2B UBE2L3 UCK1 ULK4 USP34 VBP1 VPS29 VPS4A WDR91 WRAP73 XIAP XPR1 ZFP69 ZNF365 ZNF546 ZNF878 GSE46606_DAY1_VS_DAY3_CD40L_IL2_IL5_STIMULATED_IRF4_KO_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE46606_DAY1_VS_DAY3_CD40L_IL2_IL5_STIMULATED_IRF4_KO_BCELL_UP ABCG4 ACOT2 AGAP2 AGGF1 AKNAD1 ALG10 ANKRD34B ANTXR1 APOBEC2 ARHGAP32 ARPC3 ATOH7 B3GLCT BDKRB2 BMI1 BOLA2 BOLL C19orf67 C1QTNF4 C2CD2L CACNA1H CACNG8 CALML3 CAMSAP1 CCDC137 CCDC62 CCL2 CCNL2 CDK9 CDKAL1 CELF6 CFAP52 CFB CHCT1 CIAO3 CIC CLASRP CNN1 CNTNAP1 COL24A1 COL8A2 COX6B1 CRTAC1 CST11 CTNNA2 CTSH CX3CL1 DAB1 DDAH1 DDX3Y DGKH DLK1 DLX6 DSC1 DUSP26 DUSP28 EDAR EFNB2 ELOVL1 ELP2 ENTR1 ENTREP2 EPB41L4A ERAL1 EVC FAM120B FBF1 FBXO24 FGF7 FMNL3 FSCN2 GALE GALR3 GFRA2 GPI GPS2 GTDC1 HSD17B7 HTR1D HYAL3 IGDCC3 KIAA1549 KIF14 KLHL4 KRT14 KRT18 KRT31 KRTAP4-12 LAMTOR1 LIPT1 LMBR1L LRP1 LRRN1 LTC4S LYZL1 MAB21L2 MEP1A MINDY4 MMP9 MNX1 MTFR1L MUC13 MYF6 MZF1 NADSYN1 NCDN NDUFS8 NECAP2 NFE2L3 NFYC NHSL2 NLRP10 NOTCH4 NPHP3 NR1H2 NR2E3 NUTM1 OBP2B OCIAD1 OLFM3 OLFML1 OMG OPTC OSCAR P4HA3 PALD1 PCCB PCDH18 PCDHB12 PHF21B PIGK PNOC POMGNT1 PROX2 PRR12 PRRX2 PRSS45P PSMC5 PSMD14 PTCRA PUDP RAB40C RAB43 RDH14 RHBDL1 RIMKLA RIMS4 RLF RWDD4 SCAMP5 SCGB1A1 SDK1 SIRT6 SLC16A8 SLC25A18 SLC26A10P SLC29A2 SLC38A5 SNAPC2 SOBP SORBS3 SPAG4 SPATA33 SRF SSBP4 SSR1 STX8 SUB1 SUN3 TET3 TFAP2E THBS1 TLR5 TMEM185A TMEM200A TMEM98 TNNT2 TP53 TRAIP TRAPPC9 TREH TRIM65 TRMT44 TRMU TTC39A TVP23A UBE2M UCP3 UNC5D UNC93B1 USP5 UXS1 VPS37C VPS72 ZDHHC23 ZFPM1 ZFYVE1 ZIC2 ZNF580 ZNF687 GSE46606_IRF4HIGH_VS_IRF4MID_CD40L_IL2_IL5_DAY1_STIMULATED_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE46606_IRF4HIGH_VS_IRF4MID_CD40L_IL2_IL5_DAY1_STIMULATED_BCELL_DN ADGB ADPRM ADRA1A AKT3 ALCAM ANGPT4 APOBEC1 ARIH2OS ARMC2 ATF3 ATP10B B4GALNT2 BMPR1A BRSK2 BVES C19orf12 C22orf23 C4orf51 CAPN11 CBX5 CCDC73 CCDC96 CCL20 CCL4 CCNB3 CCND2 CD300LD CD40 CD8B CERS4 CFAP52 CHMP5 CISH CKM CMPK2 COL24A1 COX7B2 CPEB3 CSGALNACT1 CTLA4 CYP1B1 CYP4B1 DDR2 DNAJA2 DNM3 DNMT3L EBF3 ECSCR EHD4 ELOVL3 ENSG00000250803 EPB42 EPCAM ERN2 ETNK1 ETV6 F8 FAM110D FAM89A FCRL1 FGF22 FKBPL FSTL5 GADD45B GARIN2 GBP4 GFI1B GFM2 GJC2 GLT8D2 GPR135 GPR143 GPR151 GPR152 GPR63 GTF3C6 HEATR5B HIVEP3 HSD3B1 HSPA5 ICOS IFITM5 IFNB1 IGKC IGSF8 IL10 IL15RA IL20RA IL5 ILDR1 INHBC INPP5B ISG15 ISL1 JAK2 KBTBD4 KCNN3 KNL1 KRT1 KRTAP19-3 LDAF1 LOXL1 LYNX1 MAMLD1 MFHAS1 MIR124-1HG MMP13 MR1 MROH9 MS4A18 MX1 MYO1E NAV2 NDRG4 NECTIN3 NEURL2 NF1 NIBAN1 NPHP4 NPHS1 NRROS OAS1 OPRM1 OTOP2 PAQR8 PARP9 PAX5 PCDHB6 PDP2 PDZK1 PEA15 PIGV PLXNC1 PNPT1 PPA1 PPT2 PRAMEF2 PRKAA2 PRKAG3 PRKCQ PRLR PRPH PSMA5 PSMB11 PSMC2 RAB11FIP4 RASGRP1 RBL1 RFX5 RNF114 RNF32 RNGTT RTKN SAMD9L SEC23B SEMA6D SERPINB9 SFRP5 SGCB SHC4 SLC16A10 SLC25A27 SLC25A34 SLC2A6 SLFN12 SLFN13 SNX2 SOBP STAP1 STAU2 SUB1 SUSD2 SYN1 TBX15 TCEA2 TFAP2E THADA TLCD1 TLR9 TMCC3 TMEM104 TMEM121B TMEM266 TNFRSF25 TPX2 TSNAXIP1 TUBE1 TUBGCP4 UBA1 UBR4 UEVLD UNC5B WDR1 ZBP1 ZC2HC1C ZCCHC12 ZDHHC11 ZHX2 ZNF444 ZSCAN12 GSE46606_IRF4HIGH_VS_IRF4MID_CD40L_IL2_IL5_DAY1_STIMULATED_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE46606_IRF4HIGH_VS_IRF4MID_CD40L_IL2_IL5_DAY1_STIMULATED_BCELL_UP ABCE1 ABI3 ACAP2 ACBD5 ACSL1 AGO1 AGO4 AKAP8L ALKBH2 ANAPC7 APOF ATG10 ATG16L2 ATG2A ATP23 AXIN1 BBS5 BCR BIN3 BORCS6 C11orf54 CAPN7 CCDC117 CCNY CD28 CDC42SE2 CDK8 CDKN2AIP CHST15 CKB CLCN4 CNOT8 COMMD3 CREB3L2 CSNK1E CTDSP2 CTPS1 DESI1 DGKZ DOCK11 DUSP3 DYM EIF2AK3 ELF2 ELOVL6 ERBB3 ERMP1 ETS1 EVI5 EXOSC7 FAM98C FARP2 FBXO22 FBXO33 FOS GBE1 GINS4 GNE GNPTAB GPHN GPR137B GRAMD1A HAGHL HNRNPK HPCAL1 HPS4 HSD17B8 HVCN1 IFNGR1 IFT140 IRF4 ITGB3 KCNN4 KLHL15 KLHL21 KLHL24 KLHL6 KLRD1 L3MBTL2 LAX1 LPIN1 MAP2K7 MAP4K1 MATR3 MEF2A METTL23 MOB2 MOCS3 MYO18A NAGA NAP1L4 NCALD NEIL1 NFX1 NIF3L1 NIPAL3 NRM NUP107 OLFM4 PANX1 PAXIP1 PCMTD2 PDCD2 PDE12 PDP1 PEBP1 PLS3 PNPO POC5 POLD1 POLDIP2 POLG2 PON2 PPM1A PPP1R21 PPP5C PRKACB PSTK PTS QTRT1 RAB11FIP2 RALGDS RASA1 RB1 RBAK RBL2 RBM18 REV1 RFC1 RGS2 RMND5A RMND5B RNF138 RNF141 RNF181 RPUSD4 RSL1D1 RTF2 RUNX2 SASH3 SEPTIN6 SERP1 SH2B2 SH3GLB2 SH3PXD2A SH3TC1 SIN3A SLA2 SLC25A51 SLC38A1 SLC41A1 SLC44A2 SLC9A6 SLC9A9 SMAP2 SMARCA2 SMPD1 SNAI3 SPIN1 SPSB3 SS18 STK10 STX5 TBC1D14 TBXA2R TCF19 TCP11L2 TDP2 TGFBR1 TIMM9 TLK1 TM2D3 TM7SF2 TMEM9B TNFAIP8 TOP2B TPPP3 TRAPPC5 TSC22D1 TSNAX TUBGCP5 TXN2 TXNDC11 UBE3B UBL3 UBN1 UNC119 VPS16 VPS37B VSIR WBP1 WDR26 WDR7 XPO7 ZBTB44 ZC3H12D ZNF141 ZNF706 ZRSR2 ZXDB GSE46606_IRF4HIGH_VS_IRF4MID_CD40L_IL2_IL5_DAY3_STIMULATED_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE46606_IRF4HIGH_VS_IRF4MID_CD40L_IL2_IL5_DAY3_STIMULATED_BCELL_DN ABCB1 ACCSL ACOD1 ACOT9 ACYP2 ADAMTSL3 AGFG1 AHCYL2 AKT3 AMN ANGPT1 AREG ARID2 ARL14 ARL6IP1 ARMCX2 ATF3 ATP6V0A1 AXL BAZ1A BCL2A1 BRME1 C11orf52 C21orf62 CACNB2 CASP8 CCL20 CCL5 CCND2 CCNYL1 CD200R1 CD200R1L CD38 CD86 CD8B CDK6 CERS6 CISH CIT CLTC CPD CPLANE1 CPNE2 CSF1 CSRP1 CUL2 CUTC CYB5B CYP51A1 DNAJA4 EAF2 EDNRB EEF1AKMT2 EHD2 ELFN1 EPN3 ETNK1 EVI2A EVI2B FAAH FBXO46 FGL2 FLNB FZD5 GLIPR1 GTF3C6 HAT1 HCK HDAC1 HNRNPH2 HRCT1 HSD17B7 HSDL2 HTT ICAM1 IFITM3 IFT122 IFT22 IGSF10 IK IL4I1 INPP5B INTS8 IRF2 ISL2 JAK2 KIAA1958 KISS1R KRCC1 LAMP2 LCP1 LINC01160 LLGL1 LYST MAB21L3 MACC1 MAPKAPK2 MARCKSL1 MAT2A MAX MBD5 MECP2 MGAT3 MPI MRPL39 MSMO1 MSRB3 MTHFS MTMR14 MTOR MVP MYCBP2 NAB1 NABP1 NPNT NVL OAS1 OGDH OPTN PAPPA2 PDZD8 PGGT1B PKP4 PML PNPLA1 POR POSTN POU6F1 PPFIBP1 PRDM1 PRRG4 PSME1 PSME2 RAB18 RAB5IF RASGEF1B RBM11 RBMX RFTN1 RPS6KL1 SAP30 SDC3 SETD3 SETDB2 SIPA1L1 SLC26A3 SLC2A6 SLC39A12 SLFN13 SOX6 SPAG5 SPRED1 SRSF5 SSBP1 ST6GALNAC5 STAT1 STAT6 STRIP2 STXBP3 SUZ12 SYNJ1 TAF12 TAPBP TASL TBC1D1 TENT4A TGFB3 TLR3 TMED5 TMEM140 TMEM223 TMEM225 TMOD3 TNF TOX4 TP53BP2 TRAF2 TREML1 TREML4 TRIM14 TRIM56 TRIR TTC21B TTC9B TUBGCP4 UBA3 USB1 USP40 UTS2R VIRMA VPS54 VRK2 VWA5A WARS1 WDR38 YBX2 ZC2HC1A ZCCHC24 ZNF213 GSE46606_IRF4HIGH_VS_IRF4MID_CD40L_IL2_IL5_DAY3_STIMULATED_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE46606_IRF4HIGH_VS_IRF4MID_CD40L_IL2_IL5_DAY3_STIMULATED_BCELL_UP ACADVL ADSL AGPAT5 ALKBH5 ALKBH7 AMMECR1L ANAPC16 AP4S1 ARHGAP25 ARRDC3 ARSK ATG16L1 ATP2A2 ATP5MC2 B4GALT1 BIN3 BLOC1S5 BRI3 BUD13 BUD31 CASP6 CCDC32 CCNI CDK7 CEBPZ CHCHD4 CHMP1A CIAO2A CLK4 CLPTM1L CLTB CNN2 CNST COA6 COIL COPS7A COQ9 CORO1C CRBN CTDSP2 CUEDC2 CUL7 DBP DCAF7 DDRGK1 DDX55 DERL1 DNAJC17 DNMT3B DPH5 DRG2 DUSP6 EGLN3 EIF2B2 EIF4A2 EMG1 ERLIN1 ESCO1 EXOSC2 FAM220A FRAT1 GEMIN4 GGA2 GLUL GNL3 GPR180 GPR183 GUK1 GXYLT1 HADH HLA-DMA HPDL HSF1 IDH3B INPP5E IPMK ITGB3 ITGB7 KAT14 KHK KIN KLC4 KLF10 L3MBTL2 LAMTOR2 LDHB LINC02393 LUC7L MAP3K6 MAPK14 MAPRE2 MATN3 MCM2 METTL9 MFN1 MPHOSPH10 MTF2 MYL6 NAGA NDUFA8 NDUFAB1 NDUFB10 NFS1 NFX1 NIFK NUFIP1 NXT1 ORAI1 OTULINL P4HB PALM PAXX PCGF6 PDCD2 PDCD4 PDIK1L PES1 PHF23 PHYHD1 POLDIP2 POLE3 POLR3F PPP1R12C PPT1 PTPN18 PTPRE PUM3 PWP1 PYCARD RACK1 RCL1 REV1 RGS19 RMND5B RNF166 RPL13A RPL23A RPL27 RPL37A RPL4 RPP14 RPS5 RRP15 RRP36 RXYLT1 SFR1 SLA SLC25A39 SLC35G1 SLC38A1 SLC39A14 SLC66A1 SLK SNAPC1 SNHG8 SNRPD1 SNRPD2 SPATA48 SS18L2 SULT6B1 SURF1 SUV39H1 TAMALIN TAX1BP3 TBC1D14 TECR TEDC2 THAP11 THBD THUMPD1 TIMM10 TIMM44 TM2D2 TMEM181 TMEM242 TMEM63A TMF1 TOLLIP TOMM7 TRIAP1 TRMT112 TRMT2A TSPYL4 TSR2 TXNIP UBE2J2 UBE2T UTP18 VCPKMT VPS26B WDR5 YPEL2 ZFAND1 ZNF394 ZNF496 ZNF565 ZNF566 ZNF688 ZNF703 ZRANB1 GSE46606_IRF4HIGH_VS_WT_CD40L_IL2_IL5_DAY1_STIMULATED_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE46606_IRF4HIGH_VS_WT_CD40L_IL2_IL5_DAY1_STIMULATED_BCELL_DN ADM ADORA2B AFF1 AGBL4 AGFG1 AGTRAP AK5 ALCAM ARMC6 ATP6V1E1 BCLAF3 BFSP2 BLZF1 BUD31 C17orf97 C3 CACNG7 CASP4 CASR CCDC65 CCIN CD38 CD47 CDC27 CDV3 CERS6 CFAP43 CIAPIN1 CLDND1 CLIC4 CLN5 CNIH4 COL4A6 CPSF2 CRACD CRY2 CTNND1 CTSC CXCR2 CYRIA CYSRT1 DAAM1 DCAF13 DGKH DHX15 DNAJC21 DNAJC22 DNAJC5G DNM1L EBI3 ECHDC3 EFNA2 EIF6 EML4 EPS15L1 F3 FBXL3 FETUB FGF1 FILIP1L FIP1L1 FLT3 FRMPD1 GALR1 GBP7 GLS GRAMD1A GSAP HEATR6 HMGCS2 HRG HSP90AA1 HSPA13 ICOSLG IL15 IL17RE IL2RG INO80 INTS12 IRAK2 IRF1 KCTD12 KDM4B KLF7 KPNA3 KRT34 KRTAP17-1 KTN1 LACC1 LANCL2 LENG1 LRFN2 LRRC59 MAFF MAPK1IP1L MAPK8 MARCHF7 MARVELD3 MLLT6 MST1 MTM1 MUC13 MYBPH N4BP1 NFKBIZ NOP58 NRN1L OPTN OR2C1 OVOL1 PAQR6 PARP9 PCDH10 PCDH9 PCNP PDE12 PIK3R6 PIWIL2 PKMYT1 PMM2 PMPCA PNP PPM1B PPP1R14C PPP1R15B PPP3CC PRMT6 PRRT4 PSMB7 PSMD10 PSME2 PTGES PTGIR PTPN9 RAB20 RAB32 RALB RAP2C RBM12 REL RFFL RIPK2 RNF31 RNPC3 RPS6KA2 RSPRY1 SAP30 SAV1 SDAD1 SEC24B SEMA3F SEMA4C SENP1 SFTPD SHD SHOC2 SLC22A16 SLC30A6 SLC7A2 SLC8A2 SLFN5 SMARCE1 SMG8 SMNDC1 SNORD123 SOX18 SPACA3 SPAG8 SPHK1 SPRED1 STAU1 STIP1 SUSD6 TANK TCP1 TEX12 TFAP2B TMEM200A TMEM88 TRA2A TRAF2 TREX1 TRIP10 TUT1 TXLNB U2AF1 UBE2J2 UBTD2 USO1 VCAM1 VDAC3 WARS1 WHAMM ZC3H12A ZC3H15 ZDHHC21 ZFAND5 ZHX1 ZNF205 ZNFX1 GSE46606_IRF4HIGH_VS_WT_CD40L_IL2_IL5_DAY1_STIMULATED_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE46606_IRF4HIGH_VS_WT_CD40L_IL2_IL5_DAY1_STIMULATED_BCELL_UP AATK ABCD4 ABHD14B ABHD8 ACD ACSS2 ACVR2B ADCY7 AGFG2 ALDH9A1 ALG1 ANKRD26 ANKRD46 ANXA11 AP2A2 APEH APLP2 ARF3 ARHGEF6 ARID1B ATP6V0E1 ATRX B3GLCT BBS2 BCAS2 BMPR2 BTBD1 C15orf61 C16orf54 C2orf49 CAPZB CCDC47 CCM2 CCP110 CD300LD CDC14B CDT1 CENPB CENPO CEP170 CHST12 CIPC CLN6 CMC2 CPPED1 CREG1 CSGALNACT2 CSNK1E CSTPP1 CTPS2 CTTNBP2NL DARS2 DDHD2 DEPTOR DPY19L4 DUSP22 EIF2AK4 ENTPD6 ERBB3 ERCC6L ETFDH FAAP100 FAM120C FAM234B FAM76A FAM98C FCHSD1 FLI1 FLYWCH1 FYCO1 GALC GALNT1 GDI2 GLCE GOLGA1 GPR137 GTPBP3 HACL1 HEXA HPGDS IDE ING2 INPP1 INPP5E ITGB1BP1 ITPR2 KBTBD3 KCTD13 KDM2B KIF13A KIFC3 KLHL17 LMBR1 LPGAT1 MATK MBD3 MCM7 MEA1 METTL27 METTL7A MRPL28 MRTFA MTIF2 N4BP2 NAGA NASP NAT8L NAT9 NBN NDUFS1 NIPAL3 NPRL2 NSUN4 ORAI3 OSGIN1 OXR1 PABIR2 PANX1 PDE3B PHKA2 PINK1 PLD4 POGLUT2 POMT1 PPP1R21 PPP5C PREB RAB11FIP3 RAB7A RABEP2 RANBP9 RAP2A RNF169 RNF26 RPL18 RPL18A RPS11 RPS3 RPS7 RUFY1 SCMH1 SENP2 SFT2D2 SGK1 SHLD1 SHPRH SLC26A6 SLC30A5 SLC35C1 SLC5A6 SLC66A1 SNRNP200 SNX33 SPART SS18 SSBP3 STIM1 SYNGR1 SYPL1 TACC3 TBC1D16 TBC1D22A TCF12 TCF3 TCF7L2 TCTN3 TEC THOP1 TLE5 TMEM126B TMEM175 TMEM203 TMEM234 TMLHE TNRC18 TOP3B TPD52 TRAPPC12 TRIM68 TRRAP TTF2 TTLL1 TUBGCP6 TXNDC16 UBE2E3 UBQLN2 UROD ZBTB4 ZDHHC14 ZDHHC7 ZKSCAN4 ZKSCAN8 ZNF124 ZNF2 ZNF566 ZNF571 ZNF629 ZNF707 ZNF839 ZRANB3 GSE46606_IRF4HIGH_VS_WT_CD40L_IL2_IL5_DAY3_STIMULATED_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE46606_IRF4HIGH_VS_WT_CD40L_IL2_IL5_DAY3_STIMULATED_BCELL_DN ABHD11 ACP5 ADAMTS16 AGTRAP ALDOA AMH AOAH APMAP APP AQP12A ARHGDIB ASIC3 ASPHD2 ASS1 ATP10D ATP13A5 ATP1A2 ATP5PO ATXN7L1 B2M BMERB1 BSG BST2 C17orf100 C17orf97 C1R C1orf54 C3 CACNG2 CAMKK1 CANX CCKBR CCL24 CD38 CFAP206 CFAP298 CFB CHCHD7 CHST12 CLYBL COMMD1 COX6B1 CRACD CSDE1 CST7 CXCR2 CYBB DACH1 DEF8 DHRS1 DLGAP1 DNER DNM1 DRP2 ENO1 ERAP1 FBXL20 FCER1G FCGR2B FKBP2 FKBP6 FNDC8 FOXRED2 FPR2 FSD1 GDPD3 GGT1 GLI2 GNB1 GPI GSDMD HAGH HCK HK3 HLA-B HLA-DRA HP HRG HSD3B2 IFI35 IFT140 IGFBP2 IL15RA IL17RD IL21R IL2RG ITGAM KCNAB2 KCNC1 KCNMA1 KIF26A KLHL11 LARGE2 LRFN2 LRRC40 MARCO MISP MIXL1 MMP14 MPV17L2 MRPL27 MRPS16 MUC13 MYD88 MYRF NDUFS3 NDUFV3 NFIC NODAL NR5A1 NUDT19 NUDT22 NXPE3 OAS1 OASL ORC5 OVOL1 P2RY14 PDCD1LG2 PGAP3 PI4K2A PILRA PKM PMCH PNP POU3F2 PRDX2 PRDX5 PRLR PRRT4 PRSS21 PSMB10 PSMB8 PSME1 PSME2 PSORS1C2 PTPRCAP RAB3D RAC2 RASGRP1 RGS9 RIPK3 RNASET2 RNF165 RPN2 SAMD5 SDHB SDHD SEMA4A SEMA6C SIGLEC7 SIRPB1 SLC25A35 SLC25A6 SLC39A5 SLC5A11 SLFN12 SMC1B SNHG6 SNX20 SOD2 SOX18 SPACA3 SPATA46 SPIDR SPTLC3 ST8SIA2 STAT1 STRA8 STT3A STXBP3 TAP1 TAP2 TAPBPL TBL1XR1 TFAP2D TMBIM6 TMC8 TMEM89 TNNT1 TP63 TPST1 TRPM2 TSPO TSPO2 TXLNB UBAC2 UBE2L6 ULK4 UNC13D USP18 USP3 VNN2 VPS26B VSTM2B VTI1A WBP2NL XAF1 ZBBX ZNHIT1 GSE46606_IRF4HIGH_VS_WT_CD40L_IL2_IL5_DAY3_STIMULATED_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE46606_IRF4HIGH_VS_WT_CD40L_IL2_IL5_DAY3_STIMULATED_BCELL_UP ACTG1 ADCK5 AMFR ANKH ANKRD49 APPL1 ARFGEF3 ARHGAP22 ARHGAP26 ARL2BP ATXN10 ATXN7L3B BAMBI BASP1 BCAR3 BCKDK BEX3 BMPR2 BPNT2 C5orf24 C6orf62 CA3 CAPN2 CBX2 CCRL2 CD300LB CD68 CD83 CD84 CDK14 CEBPG CENPT CHD8 CMBL CMPK1 COX7A2L CYTH3 CYTIP DCAF10 DGKG DNAJA2 DNAJB6 DSEL DUSP1 E2F6 ECT2 EFR3A EIF3E ELAVL1 EMP1 ERAL1 ETS1 EYA4 FAAP100 FAR1 FBXL3 FOXM1 FUT10 FXYD5 FYN FZD7 GARRE1 GNA13 GNL2 GPNMB GPSM1 GTF2B HACD2 HIVEP1 HMGA2 IRS2 JPT2 JUND KCNK12 KCNQ1OT1 KDM3A KIF11 KITLG KXD1 LARP7 LGALS1 LMBRD1 LRP1 LSP1 LYPLAL1 MAP3K8 MAP4K5 MARK3 MATK MED7 MFHAS1 MIF4GD MLYCD MMD MND1 MOB4 MSRA MTSS1 NAA15 NAB2 NAV2 NBEAL1 NDFIP2 NDUFAF7 NEAT1 NFYA NOSTRIN OPTN P2RY10 PADI2 PAF1 PANK3 PDCL3 PDIK1L PDLIM5 PEX5 PHF13 PHLPP1 PJA2 PLXNC1 POLR1F PPM1A PPP6C PRDM2 PRKAR1A PRPF6 PRPS1 PRRC1 PSPC1 PUM3 RAB32 RAI1 RAPGEF5 RDH10 RGS1 RLIM RNF146 RNGTT RPL23A RPL27A RPL37A RPL4 RPL7 RPS19 RPS3 RPS7 RRP1 RTN4 SEC62 SEH1L SEMA6D SENP2 SEPTIN10 SERINC1 SGMS1 SH2B2 SLC25A13 SLC35A3 SLK SMAD5 SNHG17 SPIN1 SS18 STBD1 STRN3 STYX SULF2 SYNGR1 TAL1 TBCA TBCE TCEAL1 TCEAL9 TERF2IP TFAM TLE1 TLNRD1 TMC6 TOP1 TSC1 TSPAN13 UBE2B UBE2G1 UBQLN1 UCHL3 UHRF2 WDR43 WDR45B YWHAH ZCRB1 ZFP36 ZNF281 ZNF449 ZNF516 ZNF579 ZNF608 ZNF746 ZNHIT6 ZRANB3 GSE46606_IRF4MID_VS_WT_CD40L_IL2_IL5_DAY1_STIMULATED_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE46606_IRF4MID_VS_WT_CD40L_IL2_IL5_DAY1_STIMULATED_BCELL_DN ABHD17C ABRACL ABTB2 ACCSL ADORA2B AGXT AK4 ANKRD33B ANO9 APBB1IP AQP4 ARHGAP31 ARHGAP42 ATF7IP2 B3GAT1 BATF BIRC3 BMAL2 CALCRL CCDC198 CCDC71L CCDC88B CCL4 CD69 CDIPTOSP CDYL CEBPD CFLAR CH25H CLIP2 CORT CPEB4 CRY1 CSF3 CSNK1A1 CTNNA3 CUZD1 DGKI DTX1 DUSP1 DUSP16 EEIG2 EFS EHD1 EPDR1 EPPIN ESRRA ETS2 F3 FAM227A FNBP1L FOXN2 FOXP4 FZD1 GABRA5 GALNT16 GALR2 GCH1 GCOM1 GFI1 GLRB GPD2 GSPT1 GUCA2B HAPLN2 HCAR2 HIVEP1 HMGB2 HMGCS2 HOOK3 HSD17B7 HTR3A HTR7 ICAM1 ICOSLG IFT57 INSIG1 IRAK2 IRAK3 ITGB8 KCNQ4 KIF3C KIT KLF7 KPNA3 KRT2 KRT222 KRT71 LCP2 LELP1 LENG9 LRRC8C LSM11 LYPD4 LZTFL1 MAFF MALT1 MAPKAPK2 MARCKSL1 MEX3C MIR22HG MITF N4BP1 NCK1 NDEL1 NFKB1 NFKB2 NFKBIA NFKBIB NFKBIE NFKBIZ NLRP3 NMUR2 NODAL NR6A1 NXPE3 OLR1 OPRK1 OSGIN2 PDE4B PFDN4 PHF8 PIK3CG PIK3R5 PLEK PLEKHM3 PLPPR4 PRDM2 PROB1 PTPN1 PTPN12 PTPN23 RAB11FIP1 RAB20 RAB32 RALGDS RASGEF1B RASGRP1 RBBP8 REL REPS1 REST RHBDF2 RICTOR RNF19A RNF19B SALL2 SAMSN1 SEMA4D SGMS1 SH2D2A SH3BP4 SHROOM3 SIRPA SKA1 SLC16A10 SLC30A6 SLC39A14 SMG8 SNX10 SNX18 SOCS3 SPAG5 SPIC SPRED1 ST3GAL1 STARD5 SUSD6 SYK TANK TFF1 TLNRD1 TLR2 TMEM170B TNF TNFAIP2 TNFAIP3 TNFSF9 TNIP1 TOGARAM2 TPTE TRAPPC6B TRIM13 TRIP13 TTC23L TTYH1 VASP VTA1 WNT6 WSB1 WTAP ZC3H12C ZDHHC22 ZDHHC5 ZFAND5 ZNF572 ZNF799 ZNF800 ZSWIM4 GSE46606_IRF4MID_VS_WT_CD40L_IL2_IL5_DAY1_STIMULATED_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE46606_IRF4MID_VS_WT_CD40L_IL2_IL5_DAY1_STIMULATED_BCELL_UP ABCD2 ABCG1 ADAM15 ANKRD13D APPL2 ARHGAP39 ARHGEF4 ARRDC1 ATF7IP ATMIN ATP1B4 ATP5F1C B3GNT8 BAZ1B BORA BORCS5 C16orf74 C2 CBX3 CBX8 CCDC77 CCDC93 CDK20 CDT1 CENPK CFAP119 CLK1 CNR2 COMT CRTC1 CTDSPL DDI2 DDX31 DENND4C DGKZ DIRAS2 DROSHA DTYMK E2F8 EIF4E3 ELP2 EPS8 ERCC6 EYA4 FADS1 FAM149B1 FAM168A FAM78A FBLIM1 FBXO21 FNIP2 FOXO3 GBA2 GEN1 GIGYF1 GINS1 GPR183 GTF2I HAGH HARBI1 HDAC5 IFFO1 IFT140 INSYN2A IRAG2 IRF8 KANK3 KAT2A KBTBD3 KIAA0586 KIAA0930 KIF20B KLF13 KLF17 KMT2C KXD1 LAGE3 LAMP2 LPAR6 LRRC27 LSR LYL1 MANSC1 MAP3K1 MAP3K9 MAPKAPK3 MAST3 MBLAC2 MBP METTL9 MFSD6 MIA3 MINDY2 MISP MKNK2 MNT MRM2 MRPS26 MRTFA MSH2 MTCP1 MTUS1 MYCBP2 NATD1 NBEAL2 NCKIPSD NEIL1 NEMP1 NEURL1B NFKBIL1 NHERF1 NHLRC2 NKAPL NUDT16L1 NUDT6 NUP43 OSBPL7 OTULINL P2RY6 PANK1 PCYOX1 PDCD4 PDXK PEMT PHF3 PIAS3 PIP4K2B PLEKHG3 PLEKHM2 PLXNC1 PNKP POLG2 POLR1D POLR3G PORCN PRXL2C PTPA PTPN22 PWWP2B PYCARD RAB11FIP5 RAB19 RASSF2 RASSF3 RCBTB2 RGS2 RNF166 RP9 RPA1 RPL3 RPS10 SBK1 SDHB SEC22C SELENOH SETD4 SGK1 SKI SLC25A27 SLC25A39 SLC2A4RG SLC37A2 SMYD4 SNW1 SNX32 STRBP SUSD3 SZT2 TCF12 TCTN3 TEDC2 TENT5C TGFBR1 THBD TMEM14A TMEM18 TMEM19 TMEM86A TOX3 TSC22D3 TSPYL4 TTC14 TTC30B TTLL3 TXNIP VAMP1 VMAC VSIR VSTM2B WDR38 WDR90 YDJC ZBTB45 ZC3H12D ZFAND4 ZFP36L2 ZKSCAN1 ZNF124 ZNF250 GSE46606_IRF4MID_VS_WT_CD40L_IL2_IL5_DAY3_STIMULATED_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE46606_IRF4MID_VS_WT_CD40L_IL2_IL5_DAY3_STIMULATED_BCELL_DN AASDH ABCB10 ABHD11 ABHD17A ACP2 ACP6 ADAM15 ADAP1 ADCY7 ADIPOR1 AHRR ANAPC5 ANKMY2 ANKRD13D AOAH AP2A2 AP4M1 AP5M1 APPL2 ARHGAP45 ARHGEF6 ARMH3 ARRB2 ATP13A2 ATP5F1D B4GALT1 C16orf54 CAMK4 CBR1 CC2D1B CCDC28A CDH8 CDPF1 CERK CHST12 CIB1 CLN8 CLPTM1 CMTM3 COQ10A CORO1A CORO7 CRTC1 CTNS CYRIB DAG1 DCAF8 DDX41 DGKZ DHRS3 DHX34 DNMBP E2F6 EPN1 FADS1 FAM168A FAM234A FAM89B FCHSD1 FERMT3 FLI1 FLYWCH1 FOXJ2 FPR1 FPR2 FUT11 GALT GBA2 GDPD3 GGH GNPDA1 GPR65 GPSM3 GSTZ1 HAGH HECTD3 IFFO1 IFT122 IPP JADE2 KCNAB2 KCNE3 KCTD21 KIAA0930 KIZ LAMTOR1 LDLRAD3 LIN37 LMO4 LRRK1 LRWD1 LYL1 MAST3 MED22 MFSD11 MINK1 MKNK2 MON1A MRPL14 MXD4 MYO1F N4BP2L1 NAGA NATD1 NBR1 NCBP2AS2 NDRG3 NEK8 NEK9 NEU1 NISCH NPRL2 NTAQ1 NUAK1 ORAI3 OSGIN1 P2RX4 PCYOX1 PDPR PDXK PIH1D1 PILRB PLA2G7 PLEKHG3 PNKP POMT1 PPP1R21 PPT1 PREB PRKCB PTDSS2 PTPA PTPN6 RANBP10 RECQL RGL2 RHEBL1 RNF165 RNF166 RNF181 RNF215 RPS6KA1 RTN3 SDCCAG8 SDHB SEC14L1 SERF2 SERPINB8 SESN1 SFT2D2 SGK1 SGSH SH3BP1 SIPA1 SIRPB1 SKI SLC25A39 SLC25A40 SLC35C2 SLC38A9 SLC43A2 SLC45A4 SNX32 SORL1 SRBD1 SSH2 STARD9 STIM1 SZT2 TAF6 TATDN3 TBC1D8 TBL1XR1 TM2D2 TMEM64 TMEM86A TMEM94 TMUB2 TPGS1 TPRG1L TTC14 UBAC2 UBE2E3 ULK1 VAMP4 VIPAS39 VTI1A WDR19 XPC XYLB YPEL3 ZBTB48 ZDHHC9 ZFP64 ZFP91 ZMYND8 ZNF229 ZNF467 ZNF571 ZNF878 GSE46606_IRF4MID_VS_WT_CD40L_IL2_IL5_DAY3_STIMULATED_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE46606_IRF4MID_VS_WT_CD40L_IL2_IL5_DAY3_STIMULATED_BCELL_UP ACKR3 ACOT9 ADAMTS4 ADM AEBP2 AFF1 APPL1 ARHGAP26 ARID5A BEX3 BRIX1 BTC BTF3 C19orf33 C2orf76 CA13 CACNB3 CBLN2 CCDC169 CCRL2 CD14 CD83 CDV3 CEMIP2 CENPH CH25H CLIC4 CNPPD1 CREBL2 CSNK1A1 CSRNP1 CTRB2 CX3CL1 DCAF13 DCUN1D3 DHX15 DNAJC21 DOCK3 DR1 DUSP16 EDN1 EFNA2 EIF3J ESF1 ETV3 EXOC3L4 EZR FAM98B FANCC FANCM FCHSD2 FGF9 FILIP1L FLT1 FURIN FZD7 G3BP1 GLYCTK GNA13 GTF2B HARS1 HCAR2 HDC HIVEP3 HNRNPA2B1 HSPA13 IER2 IL12B IL17RA IL4I1 INHBB INO80 INTS12 IPO5 ITGAV JARID2 JDP2 KCNIP4 KIN KLF6 KPNA3 KREMEN1 KXD1 LANCL2 LCAT LGI4 LRCH1 LSP1 LSR LTV1 LZTFL1 MAP3K5 MAPK6 MAPKAPK3 MAPKBP1 MATN3 MED13L MGAT4A MICU3 MOB3B MTDH MTERF3 MTPAP MYCL MYH11 NCK1 NFIL3 NFKBIB NFKBIL1 NOCT NOL10 NOP56 OAF OPTN P2RY2 PAM PDCD10 PDE4B PEMT PFKFB3 PGS1 PIM1 PLAGL2 PLAUR PPFIBP1 PPP1R14C PPP1R15B PRKX PRR5L PSD PSD3 PTPN2 RAD54B RAP2C RBIS RBM22 RBMXL1 RCAN1 REL RFFL RHBDF1 RHOU RIPK2 RND1 RNF148 RNF180 RNPC3 RRAS2 RRP15 RSRC2 RYBP SEH1L SEMA4C SFPQ SLAMF1 SLC12A4 SLC2A6 SLC30A4 SLC30A6 SLC39A14 SLC39A8 SLC4A7 SMIM3 SNN SPATA13 SPHK1 SPINT2 SPRED1 SPRYD7 SRC SSPOP STARD7 STAT5A STIP1 STX11 STX6 STYX SYNE3 TCERG1 TCP11 TET2 TEX12 TFEC TIAL1 TLE1 TMBIM1 TMEM243 TMEM88 TPGS2 TRIM36 TTC19 VAPA VCAM1 VPS54 WAC WDR59 YTHDC1 ZC3H12A ZFAND5 ZFP36 GSE46606_IRF4_KO_VS_WT_CD40L_IL2_IL5_1DAY_STIMULATED_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE46606_IRF4_KO_VS_WT_CD40L_IL2_IL5_1DAY_STIMULATED_BCELL_DN AATK ABTB3 ACTL10 ADA ADAMDEC1 ADGRE2 ADH4 ADRA2B ARHGAP24 ARHGEF37 ATG7 AZI2 B9D2 BAIAP2L1 BIN3 BST1 BUD31 C10orf95 C15orf39 C6orf89 C9orf64 CACNA2D3 CARD16 CARD6 CASP1 CASP4 CBY2 CCDC97 CDC26 CECR9 CHMP2A CHRNE CIBAR1-DT CLEC4E CNKSR1 CORO6 CRLF3 CSF2RA CSGALNACT1 CST9 CYRIA CYTH3 DAZAP2 DCHS1 DDX49 DDX60L DERL1 DOK3 DSE DSPP DUSP15 DUSP16 DUSP6 EGR4 EIF4E2 ENSG00000261924 EPO EREG ERO1B ERP44 EXD3 FAM161B FCMR FLRT2 FOLR1 FOXS1 FPR1 FSCN2 FXYD4 GALR2 GFOD2 GGT7 GIMAP5 GLYCTK GMPPA GNG2 GP9 GRIA3 GTF2IRD2 H2AC13 H2AC17 H2BC3 H3-3B HBB HLA-E HNRNPF HPSE IFT88 IGLV4-60 IGSF9B IL6R IQCD IRF1 ISG20 ISY1 KCND3 KCNJ15 KCNQ4 KMT2E LAT2 LCN12 LIN37 LINC00954 LRWD1 MAP3K7CL MCM8 MED6 MLKL MMP8 MTHFS MTMR11 MXD3 MYBPC3 NCAPH2 NFKBIZ NGEF NPTXR NSFL1C NUP214 PCDHA3 PCNX1 PCSK6 PDE4B PDE4D PEX2 PGGHG PID1 PIK3R5 PLD2 POFUT2 POU2F2 POU3F3 PRDM12 PRELID1 PRKCH RAC1 RBM4 RCN3 RESF1 RHBDD3 RIPOR2 RNF175 S100A12 S100A9 SCNN1A SFR1 SIGLEC11 SIK3 SLC1A4 SMG9 SNCA SNCG SOD2 SPATA3 SPINK2 SPSB2 SRA1 SSR2 STAG2 STK17B SYPL1 TANC1 TBX2 TCF7 TELO2 TENM1 TFIP11 THBS1 TINF2 TLR1 TMEM132A TMEM151B TMEM163 TMEM255B TMEM50A TMEM50B TNFRSF8 TRIM27 TTPAL UBE2D2 USP35 VCAN VENTXP1 VMO1 VNN2 VPS37D VRK2 WDR87 WNT9A XIRP2 YTHDC1 ZC3H18 ZDHHC1 ZNF511 ZNF839 GSE46606_IRF4_KO_VS_WT_CD40L_IL2_IL5_1DAY_STIMULATED_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE46606_IRF4_KO_VS_WT_CD40L_IL2_IL5_1DAY_STIMULATED_BCELL_UP A2M ABCG2 ACOT7 ADCK2 ADORA3 AKAP5 ALDH1A2 ALOX15 ANKMY2 AP3M2 ARAP2 ARL2 ATL1 ATP1B1 AUH B3GNT2 BCAR3 BCO2 C11orf21 C17orf58 C1orf54 C3orf18 CALCRL CAMK2D CBR3 CBS CBX6 CCDC6 CCDC85B CCDC92 CCL13 CCL17 CCL22 CCL26 CCND2 CD1A CD1B CD1C CD200 CD200R1 CD209 CD226 CD276 CD81 CDS2 CFL2 CH25H CHCHD10 CHD1L CLASP2 CLCN5 CLEC1A CNDP2 CRIP1 CSNK2B CST4 CTNNAL1 DCSTAMP DEFB114 DHCR24 DHRS11 DIPK1A DNPEP DNPH1 EEF1AKMT3 EFCAB11 EPAS1 EPB41L2 ERI1 EXTL2 FAM86B1 FOXQ1 GALNT18 GANC GARS1-DT GDPD1 GOLGA8A GOLM1 GPI GPR146 GSE1 GSPT2 GTF2IRD1 HAVCR2 HEMK1 HIVEP3 HK3 HMG20B HMOX2 HOMER2 HS2ST1 HSD11B1 HSP90AB1 HSPB1 HYCC1 IFT172 IL21R ILVBL ISOC2 ITGAM ITPRIPL1 JAG1 KHSRP KLF4 KLHDC9 LDLRAD4 LIMA1 LINC00888 LINC02431 LNPK MAP2K6 MAP3K21 MCUR1 MDH1 MFHAS1 MIR503HG MLLT11 MREG MRPL4 MRPS6 MTHFD1L MYC NAGPA NCAPH NFIL3 NHLRC3 NIBAN1 NIFK-AS1 NIPA1 PCBD1 PCBP2 PDCD1LG2 PER2 PER3 PFKP PIAS2 PKD2 PPARGC1B PRDX2 PRKD3 PVT1 PXYLP1 RAB33A RAD18 RAMP1 RAP1GAP RAP2A RASAL2 RHBDF1 ROGDI RRP1B SAMD13 SCD SENCR SEPTIN11 SGPP1 SLAMF9 SLC16A1 SLC16A2 SLC17A9 SLC27A3 SLC49A4 SLC5A3 SNAI3 SPINT2 SPN SPP1 SREBF1 STARD4 STRADB STUB1 SUCNR1 SUOX SYT17 TBX19 TMC6 TMCO4 TMEM266 TMEM273 TPI1 TREM2 TTL UBE2F UQCRB UQCRC1 VASH1 VAT1 VCPIP1 WDR41 WFS1 ZCCHC2 ZNF124 ZNF571 ZNF589 ZNF846 ZNF93 ZXDB GSE46606_IRF4_KO_VS_WT_CD40L_IL2_IL5_3DAY_STIMULATED_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE46606_IRF4_KO_VS_WT_CD40L_IL2_IL5_3DAY_STIMULATED_BCELL_DN AATK ADAM28 ADGRE3 AHRR ALOX12-AS1 ANKRD49 AP1S2 ARAP3 ARHGAP24 ARHGAP27 ARIH2 ASTE1 ATP10A ATP6V0D1 ATPAF1 BLOC1S1 BOD1L2 BRWD3 BST1 C12orf43 C1orf112 C22orf39 CAB39 CAPN2 CASP1 CCDC112 CCDC59 CCDC88C CD36 CD48 CDC26 CDK20 CDKN1C CENATAC CERS2 CHD4 CHML CHMP2A CHMP3 CHMP7 CHRAC1 CLEC5A CLIP2 CNTRL CPNE8 CREBBP CRELD2 CRLF3 CROCCP2 CRTAM CYB561A3 CYTH3 DCBLD1 DDX39A DHX38 DOK2 DRG1 EEPD1 EFNA4 EIF4E3 ELOF1 EMILIN1 ERP44 FCN1 FGD6 G2E3 GAS7 GIGYF2 GMEB1 GNA12 GPATCH3 GPR45 GSG1 GTF2IRD2 HACD4 HAL HBB HCLS1 HMGN2 HNRNPH3 HPSE HSPBAP1 HTR7P1 IFT88 IKZF5 ILF3-DT ING3 INPP5A IPO9 ITFG2 JAKMIP2 JDP2 KCNJ15 KMT2C KPNA1 KXD1 LPAR6 LRRC37B LYN MAP3K7CL MARK3 MCRIP1 MCUB MED14OS MED20 MEF2C MPP1 MSL2 MSR1 NCOA1 NEDD4 NGF NINJ2-AS1 NOL12 NOL9 NOSIP NSFL1C NUP214 OR52K3P PADI4 PAQR6 PARVG PID1 PIGM PIK3R5 PITHD1 PLPBP PRPF38A PSMA3-AS1 RBM14 RBP7 RCBTB2 REV3L RFC2 RING1 RNF220 RNF25 RTL5 SAFB SCAF11 SCAMP2 SDF2 SDS SDSL SEC24C SETX SEZ6L2 SFR1 SGF29 SGK3 SLC22A18AS SLC35B1 SLC35F6 SMCHD1 SMIM11 SNHG10 SNHG20 SNRK SNRNP27 SPACA4 STX6 SURF4 TACC1 TAF1 TECPR1 TESK2 TFIP11 TLR4 TM9SF1 TMEM208 TMEM216 TNFRSF8 TNFSF8 TPD52L2 TRAV8-3 TRMT5 UBE2E3 UPF1 VNN2 VPS25 WAC-AS1 WDR53 WDR91 ZCCHC14 ZDHHC2 ZNF14 ZNF322 ZNF410 ZNF555 ZNF565 ZNF587 ZNF79 ZNF830 ZSCAN32 ZZEF1 GSE46606_IRF4_KO_VS_WT_CD40L_IL2_IL5_3DAY_STIMULATED_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE46606_IRF4_KO_VS_WT_CD40L_IL2_IL5_3DAY_STIMULATED_BCELL_UP A2M ABCA5 ABCG1 ACOT7 ACOX3 ACVRL1 ADAMTS15 AFDN AK3 ALAS1 ALDH1A2 ALOX15 ALOX15B ANGPTL1 APEX2 ARL5C ASAP2 AUH AURKA AZIN2 BATF3 BCL2L11 BCL7A BDH2 BHLHE40 BMAL2 C17orf58 C3orf18 C3orf38 CCDC6 CCL13 CCL17 CCL18 CCL22 CCL23 CD200 CD226 CD274 CD40 CD86 CDCA5 CISH CLEC4G COLEC12 CRLF2 CTNNAL1 CYP27B1 DARS1 DCUN1D3 DENND2B DENND5A DHCR24 DHRS11 DHRS13 DNAH14 DUSP5 EDEM1 EFL1 EGLN3 EHF EPOP ERI1 FABP3 FADS1 FADS2 FAM110B FAM162A FAS FASN FBP1 FCER2 FGF22 FOXK1 FOXQ1 GADD45A GALNT18 GANC GAS6 GOLGA8A GOLGA8B GPR146 GRAMD1A GSE1 HEXIM1 HMGB3 HOPX HSD11B1 HSD17B12 IFNGR2 IGF1R IL21R IL2RA ITPRIPL2 JAG1 KCNK13 KCTD3 LAMP3 LDHA LINC03025 LITAF LMBR1L LY75 MAOA MAP3K13 MAP3K21 MAP3K4 MAST4 MCL1 MCOLN2 MMD MMP12 MPZL1 MREG MRPS6 MSMO1 MTCL1 MTFP1 MYL5 NCK2 NCOR2 NDUFV2 NFIL3 NIPA1 NR4A3 NRBP2 P4HA2 PDILT PFKP PGK2 PGM1 PHLDB3 PITRM1 PITRM1-AS1 PKD2 PLA2G6 PRELP PRODH PTPN1 PXYLP1 QSOX1 RAB33A RAMP1 RASAL2 RGS1 RHOF RIPK2 RRP1B RUFY3 SC5D SCARB1 SCD SEL1L3 SEZ6L SINHCAF SLAMF1 SLAMF9 SLC1A2 SLC20A1 SLC25A36 SLC49A4 SLC5A3 SMAD7 SOCS1 SOX4 SPINT1 SPINT2 SPRED2 SQLE STARD4 STK26 SUSD1 SYNGR2 SYT17 TBRG4 TFRC TGFA TGM2 THBS3 TLE1 TPD52 TRABD2A TRADD TRAF1 TRAF5 TRIP10 TRPV1 TSPAN33 TUBA1A UGP2 VEGFA VPS13A WNT5A XXYLT1 ZC3HAV1L ZNF141 ZNF512B GSE46606_IRF4_KO_VS_WT_UNSTIM_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE46606_IRF4_KO_VS_WT_UNSTIM_BCELL_DN ABRACL ABTB2 ACOT9 ACP2 ACP5 ACSL1 ACSL5 ADORA2A ADRB3 AK4 AOAH AQP12A ARHGEF3 ASB6 ASS1 ATP5PO BCL2A1 BIRC3 BNIPL C3 CACNG8 CAMKK1 CCDC88B CCL22 CCL4 CD274 CD38 CD69 CDC42EP2 CEBPD CFB CFLAR CFP CHIC1 CHRM3 CHST1 CLDN6 CLEC5A COL4A6 CSF3 CXCL10 CXCL3 CYBB CYP2B6 CYSRT1 DLGAP1 DNAJC22 DND1 DUSP16 EEIG2 EHD1 EPHB2 ETS2 EXOC3L4 FAS FGF23 FILIP1L FOXL2 FOXN2 FRMPD1 GCH1 GNAT2 GNG12 GOLGA7B GSAP GSC2 GSR HAPLN3 HCAR2 HCK HDAC1 HDC HIVEP1 HLA-B HMGCS2 HOOK3 IFT57 IL1B IL2RG IRAK3 IRF7 JAK2 KANK1 KIF3C KLF7 KMT5A LCN2 LELP1 LMO4 LRP3 LRRC17 LYPD2 LZTFL1 MAJIN MCEMP1 MEFV MGARP MISP MLLT6 MMP14 MS4A15 N4BP1 NEK5 NFE2L1 NFKB2 NFKBIA NFKBIE NFKBIZ NHERF4 NLRP3 NOD1 NODAL NUP54 NXPE3 OLR1 OPA3 OSBPL3 PAQR6 PDE4B PGPEP1L PIK3CG PIK3R6 PILRA PLEK PNP POU3F2 PROB1 PRRG3 PRRT1 PSMD10 PTGES PTPN12 PTPN23 RAB11FIP1 RAB32 RALGDS RELA RELB REST RGS9 RHBDF2 RHOQ RILPL2 RNASET2 RND3 RNF165 SAA2 SAMSN1 SEMA4A SEPTIN12 SERPINB8 SH3BP4 SIGLEC7 SIRPB1 SLAMF8 SLC12A5 SLC16A10 SLC2A1 SLC31A2 SLC34A2 SLC7A11 SLFN12 SMPDL3B SNX10 SOCS3 SOD2 SPRN SRC ST8SIA2 STRA6 SUSD6 SYK TANK TFEC TFF1 TMA16 TMEM170B TMEM89 TNF TNFAIP2 TNFAIP3 TNIP1 TNNT1 TP63 TRAF1 TRIM13 TRPM2 UBAC2 USP13 USPL1 UTF1 VAMP8 VASP VTI1A WNT6 WNT7B ZBP1 ZC3H12A ZC3H12C ZDHHC5 GSE46606_IRF4_KO_VS_WT_UNSTIM_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE46606_IRF4_KO_VS_WT_UNSTIM_BCELL_UP AATK ABCD2 ACVR2B AFF4 AKT1 ALDH9A1 ANKH ANKRD13D ANKRD39 ARFGEF3 ARHGAP19 ARID2 ARL4C BEX3 BMF BORCS5 C1orf159 C2orf76 CAMSAP2 CARD6 CBX3 CBX7 CD207 CD34 CDC42EP3 CDT1 CENPA CLASP2 CLK1 COPRS CYP4F3 CYTH1 CYTIP DCLRE1C DDX3X DDX46 DGKZ DHRS3 DIP2B DNMBP DPY19L4 ECT2 EID1 EIF3H EYA4 F8 FAM110B FAM168B FGFBP3 FIG4 FNIP2 FURIN FUT10 GAB3 GAS2L3 GASK1B GDPD5 GINS1 GNA12 GNPDA1 GPCPD1 GPR155 GPR183 HDAC5 HERPUD2 HMGA2 HSD17B11 ID2 IER2 IFFO1 INSYN2A IP6K1 IRF8 JMJD1C KCNQ1OT1 KIAA0586 KIAA1217 KIF11 KIF18A KIF5C KITLG KLF11 KXD1 LIFR LPIN1 LRRC27 LTC4S MAFB MAPKAPK3 MARCHF6 MATK MBLAC2 MBP MCM4 MCM7 MED17 MED7 MEF2A MIS18A MND1 MON2 MPEG1 MRPS26 MSH2 MTMR3 MTUS1 MXD4 NCKIPSD NCOA2 NEURL2 NME3 NR1D1 NUDT6 NXPE4 OBI1 OSBPL11 PAIP2 PARP2 PDCD4 PDE3B PHLPP1 PIAS3 PIP4K2A PLXNA2 PNPLA7 POLG2 PPM1H RAMP1 RASSF2 RMDN1 RNF144B RNF180 RNF215 RPL18 RPL18A RPL23A RPL3 RPL31 RPL6 RPS11 RPS19 RPS3A RXRA SEC62 SENP2 SGK1 SKI SLC25A13 SLC26A11 SLC2A4RG SLC37A2 SLC38A9 SLC43A2 SLC45A4 SMAD7 SOX4 STX17 SULF2 TAL1 TBC1D14 TBC1D32 TCEAL1 TENT5C TFDP1 TFDP2 TGFBR1 TLE1 TMBIM1 TMEM109 TMEM86A TNPO1 TREML1 TRIM32 UHRF2 USP2 UTP14A VAMP1 VIPAS39 VMAC VPS54 WDR11 WDR19 WWC2 XPC YPEL3 ZBTB25 ZBTB8A ZFHX3 ZFYVE28 ZKSCAN1 ZKSCAN4 ZNF12 ZNF124 ZNF229 ZNF250 ZNF394 ZNF579 ZNF608 ZNF878 ZSCAN26 GSE46606_UNSTIM_VS_CD40L_IL2_IL5_1DAY_STIMULATED_IRF4HIGH_SORTED_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE46606_UNSTIM_VS_CD40L_IL2_IL5_1DAY_STIMULATED_IRF4HIGH_SORTED_BCELL_DN ACOD1 ACSS2 ADM ADORA2B AIPL1 AMPD3 ANXA11 APOO AREG ARG2 ARMCX4 ARMT1 ATXN2L BACH1 BASP1 BCL10 BCL2A1 BLOC1S3 C19orf18 C6orf89 C9orf72 CACNA1S CCDC186 CCDC88B CCL4 CCL5 CCRL2 CDK5R1 CDKN1A CDV3 CHCHD2 CHP1 CHUK CITED2 CKLF CLCF1 CMTM6 CRACDL CSRNP1 CUL4A CXCL10 CXCL16 CXCL3 CXCR4 DDX5 DHX15 DNAJB4 DOT1L DUSP1 DUSP2 DUSP5 DYNC1I1 EEF1AKMT2 EGR1 EHBP1L1 EHD1 ENPP4 EPHA2 ERGIC1 ERRFI1 ETS2 ETV3 FAM83D FANCL FBLN7 FILIP1L FOSL1 FOXN2 FUBP3 GAB2 GADD45A GCNT1 GEM GK5 GPSM1 GSR HADHB HIPK2 HNRNPD HNRNPK ICAM1 IDI1 IER3 IER5 IFRD1 IGFBP2 IL10RA IL12B IL1B IL31 IL6 IRS2 ISG20L2 ITPKC JDP2 JUN KDM6B KMT2D LACC1 LAMP2 LAPTM5 LCORL LIF LINC01160 LRP4 LRRC57 LTA LTB MAFF MAP10 MAP3K8 MARCKSL1 MCL1 MDM2 MEFV MIXL1 MPHOSPH9 MRPL32 MRPL54 NAT14 NFKBIA NFKBIB NFKBID NFKBIZ NINJ1 NR4A3 NRROS NUDT9 OCSTAMP ODC1 PALS2 PAXBP1 PCDH17 PDE4B PDE6D PHF1 PHLDA1 PIM3 PLD3 PLEK PPIF PPP1R15A PPP2R2A PRDM1 PTGER4 PTGS2 PURB RAB11A RAB20 RASEF RASGEF1B RFX3 RGS1 RLIM RNPC3 RPS16 RRAD RSBN1 RYBP SERPINB2 SERTAD1 SHQ1 SLC15A3 SLC35A2 SLC35D1 SMC5 SMIM14 SNX16 SOCS3 SOWAHC SPACA1 SRF SRGN STK40 SYCP3 TAGAP TAMALIN TESK2 TGIF1 TMEM88 TNF TNFAIP2 TNFAIP3 TNFRSF1B TRAF1 TRIB1 TRIM35 TTF1 UXT VPS37C WAPL WEE1 YTHDC1 YWHAG ZC3H12A ZFP36 ZFP36L1 ZNF131 ZNF317 ZNF560 GSE46606_UNSTIM_VS_CD40L_IL2_IL5_1DAY_STIMULATED_IRF4HIGH_SORTED_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE46606_UNSTIM_VS_CD40L_IL2_IL5_1DAY_STIMULATED_IRF4HIGH_SORTED_BCELL_UP AARS2 ABHD17A ACKR3 ACOT11 ADAM2 ADAMTS4 AGBL3 AJM1 ANGPTL7 ATG12 ATP1A2 B3GNTL1 BRD2 C16orf54 C9orf64 CAPSL CBX7 CCDC18 CCDC54 CCDC85A CCN3 CEP78 CHCHD7 CHP2 CHPF CIAO3 CISD1 CIZ1 CNDP2 CNIH1 CPA1 CPM CRP CTSW CTTNBP2 DDHD1 DENND2C DNAJC28 DUSP7 E2F4 EARS2 EBF4 ECEL1 EHD2 ELF4 EPHX2 ERG ERG28 FBXO16 FOLR1 FTCD FUT2 GBA1 GBGT1 GIP GIPC1 GIPC2 GJB6 GPR143 GPR152 GPR182 GPR19 GPR22 GRIP1 GRM7 H2AC25 H3C4 HIVEP2 HMGB1 HOXA7 HOXB2 HSD17B14 HTR5A IDH3B IGFBP1 IGSF11 IL9R IMP4 INHBC IPPK ITGB6 KCNT2 KLF15 KLHDC8A KRT25 KRTAP15-1 LDAF1 LEFTY1 LIPK LPAR6 LRP2BP LTO1 MACROH2A1 MCAM MEPE MFSD9 MIR124-1HG MORN4 MRPL46 MRPS26 MST1 MYH6 MYMK MYORG NDUFB10 NDUFS8 NEFM NEXMIF NFAM1 NIPAL2 NKX2-5 NPEPL1 NRARP NRP2 NT5C NUDT18 OSGIN1 P3H1 PAPOLB PARD6A PDP2 PDRG1 PHYHD1 PI4KB PIK3IP1 PNPLA1 PPP1R3C PROSER2 PRR27 PRSS23 PSME1 PTCD1 PTGER3 RASAL2 RBX1 RGS9BP RIOX1 RNF17 RNF32 ROPN1 RORA RP1 RPS5 RTN1 S100G SCN9A SDF4 SDHB SEC14L5 SEL1L3 SELENOO SERF2 SLC22A8 SLC27A1 SLC7A3 SLX4 SMDT1 SMPD5 SNHG10 SNX1 SPRYD4 SRFBP1 ST6GALNAC5 STUB1 STX17 STX4 TCAF2 TCEA2 TCTE1 TLR4 TMEM120B TMEM134 TMEM14C TMEM151B TMEM175 TMEM186 TMEM208 TMEM50A TNFRSF13B TOP3B TRARG1 TRPM3 TRPV4 TSPAN1 TTC9B UCKL1 UCP3 USF1 VPS26B VTI1B YIPF2 ZBED5 ZCCHC13 ZFP14 ZMPSTE24 ZNF157 ZNF623 ZNF646 GSE46606_UNSTIM_VS_CD40L_IL2_IL5_1DAY_STIMULATED_IRF4MID_SORTED_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE46606_UNSTIM_VS_CD40L_IL2_IL5_1DAY_STIMULATED_IRF4MID_SORTED_BCELL_DN ABHD17A ACP6 ACTR3B ADAMTS15 AGO3 AGRP AJM1 AKAIN1 ALDH5A1 ALKBH4 ARIH2OS ARMC8 ASB5 ATP2B2 ATP5F1B ATRAID BMP4 CACFD1 CAPNS1 CCDC141 CCL1 CCN3 CD37 CD3E CD96 CES3 CFAP161 CFHR2 CFTR CHL1 CLDN1 CLEC1A CNTN1 COPZ1 CORIN COX4I1 COX6A2 CPM CPNE4 CPNE8 CSDC2 CTRC CXCL6 DAB1 DBNDD2 DDX39B DDX55 DPYSL4 EARS2 EBF4 ECH1 ECRG4 EFNA5 EHD2 EID2 EOLA1 EPHA1 ERAP1 ERG28 ERP29 FAM90A13P FANCB FAT3 FAXC FBN2 FGF20 FMO2 FRMPD3 GABRG2 GABRQ GBA1 GMPR HAPLN4 HAUS3 HIVEP2 HOXD9 HSF2BP IGSF11 IL11 IPPK ITGA3 ITGB6 KCNV1 KITLG KLHDC3 KLRC2 KRT73 KRTAP15-1 KRTAP4-7 LHCGR LRRC38 LYZL1 MACROH2A2 MEF2B MEIOB MFSD9 MIR124-1HG MIXL1 MMP11 MNX1 MRPL43 MRPL46 MRPL49 MUSTN1 NAA20 NAPA NDUFB6 NECTIN3 NINL NKX2-5 NME3 NOL4 NOP53 NPEPL1 NSUN7 NUDT13 NUDT18 PCDHB14 PDC PDHA2 PDRG1 PGC PHEX PHLDB2 PIK3IP1 PIRT PKD2L1 PNPLA1 POU2AF1 PPIA PPP6R2 PRAMEF25 PRELP PRKAG1 PRKD1 PROSER2 PRR27 PSMB1 PSME1 RAC2 RAMP1 RANBP3L RIMBP3C RND2 RNF151 ROPN1 RPL3 RPL4 RPL6 RPS23 SAP30BP SCAI SEC14L5 SFTPD SH3RF2 SHROOM1 SLC7A14 SLX4 SMDT1 SMPD5 SNUPN SORCS3 SOWAHA SPACA9 SPPL3 SPRING1 SPRYD4 SSR4 STX4 SUN2 SUPT4H1 SYT11 TALDO1 TBX18 TGFB1I1 TGIF2LX TLR4 TLR8 TMC1 TMEM114 TMEM117 TMEM120B TMEM167A TMEM184A TMEM37 TPRG1 TRARG1 TRMU TSEN34 TTC9B UGT2A3 UGT2B17 UPB1 UROC1 VANGL1 WDR73 YBX2 ZMYND12 ZNF418 ZNF563 GSE46606_UNSTIM_VS_CD40L_IL2_IL5_1DAY_STIMULATED_IRF4MID_SORTED_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE46606_UNSTIM_VS_CD40L_IL2_IL5_1DAY_STIMULATED_IRF4MID_SORTED_BCELL_UP ABRACL ACOD1 ACTL6A ADAM10 ADAM8 AFG3L2 ALDH18A1 ANXA11 ATG4C ATP11A ATP6V0D1 ATXN2L BMT2 BRD3OS C9orf72 CARNS1 CCDC90B CCRL2 CD86 CDK2 CDKN1B CH25H CHPF2 COX11 CSRNP1 CXCL3 CXCR4 DCLRE1A DDX3X DHCR7 DHX9 DLL4 DNAJC2 DNAJC24 DSE EEF1AKMT2 EHD1 EIF1 EIF2A EIF4A1 ELK3 ENPP4 ENY2 EPHA2 EPS8 ETS2 EZH2 FAM120A FAM83D FBXO11 FNBP1L FNIP1 FOXN2 GADD45A GBF1 GCNT1 GEM GLIS3 GNB1 GPR171 GPR174 GSK3A GSTO1 H1-0 HDAC9 HK1 HMGA1 HMGB2 HMGCR HNRNPK HSPE1 ICAM1 ID2 IER5 IFT122 IL12B IL1B IL1RL2 IL6 IQCB1 IQSEC1 IRS2 IZUMO4 KATNBL1 KDM6B KHSRP KRR1 LAMTOR5 LASP1 LCORL LDLR LINC01160 LLCFC1 LRCH1 LTA MAFF MAP3K3 MAP3K8 MARCKSL1 MATK MCM2 MDH1 METAP2 MIDEAS MLLT3 MORF4L2 MPHOSPH9 MSRB3 MTBP MYL9 NBEAL2 NFKBIB NFKBID NLK NPLOC4 NR4A3 NT5C2 NXT2 OPLAH PABIR1 PAFAH1B1 PCGF5 PCMT1 PDE4B PHF1 PHLDA1 PIK3R2 PIP4P2 POLR3C PPA2 PPIG PPP1R15A PPP2R5A PPP3CA PRDM1 PRKRA PTGS2 RAB11A RAB11B RAB20 RAB8B RAF1 RAI2 RAMP3 RBM15 RECQL RIOK2 RLIM RNPC3 RRS1 RSBN1 RYBP SARNP SART1 SCO1 SCRIB SEPTIN7 SERPINB2 SFT2D3 SLC15A3 SLC35A2 SMC4 SMG7 SOCS3 SOWAHC ST3GAL4 ST3GAL6 STK32A SYVN1 TANC2 TCOF1 TGIF1 TIFA TMEM109 TMEM170B TNF TNFAIP2 TNFAIP3 TRAF1 TRAFD1 TRIM35 TSPYL1 TTYH3 TUBB2B TXNRD1 UBA3 UBA6 UBE2V2 UFD1 USP24 USP25 VAPA VPS51 VPS8 WDTC1 WEE1 YME1L1 ZFP36 ZNF830 ZRANB1 GSE46606_UNSTIM_VS_CD40L_IL2_IL5_1DAY_STIMULATED_IRF4_KO_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE46606_UNSTIM_VS_CD40L_IL2_IL5_1DAY_STIMULATED_IRF4_KO_BCELL_DN ABLIM1 ALDH2 ALPK2 AMZ2P1 ANKRD11 ANKRD50 ARHGEF2 ASMTL ATF7IP AURKA BANP BRD1 C1QL1 CACNA2D2 CAV1 CD40 CD70 CD86 CDC42EP4 CDC42SE1 CDK2 CDYL CENATAC CEP350 CEP68 CETP CGN CHD2 CLCF1 CLDND1 CLIP2 CREB5 CREM CXCR4 CYTH1 DCTN2 DMXL1 DNAJC1 DPP9 DSG2 DSTN DSTNP2 DUSP4 DYNLRB2 EBF1 EMP2 ENSG00000268472 FAM107B FBH1 FBN2 FBXO7 FLJ13224 FSTL3 FXR1 GCNA GLT8D1 GNA12 GNG4 GSTA4 GTF2IRD2 HES1 HMGB3 HS1BP3 HTR2B HUS1 IFRD1 IGSF8 IL12B IL18R1 IL23A ITPR1 JOSD1 KCNE5 KIF13A KIF21A KIF2C KLF13 KPNA1 KRBOX4 KSR1 LINC00294 LINC00410 LINC03025 LRIG1 LUZP1 LYSMD2 MATN2 MDFIC MED13 MED29 MIR503HG MLLT11 MMP26 MTRFR MVB12B NCOR2 NEFH NKAPD1 NR4A1 NXPH3 OR3A3 OTUD7B PABPC3 PAIP2 PBX2 PCDHB17P PDE4B PDE4D PDK4 PDRG1 PHC3 PIK3R3 PIP5K1B PITPNC1 PKIA PLXNC1 POU2F1 PPM1A PRKCE PRRC2B PTGR3 PTPN1 RAB3IP RAB5B RAPGEF6 RARRES1 RASA1 RBBP6 RBM23 RETREG1 RFC2 RGS2 RHOB RNF168 S100A3 SAP130 SEC22A SEMA3F SEMA7A SH3PXD2A SKAP1 SLC12A4 SLC5A6 SNORA71B SORL1 SPINDOC SRSF12 SSH1 ST20-AS1 ST3GAL1 ST6GALNAC6 ST8SIA6-AS1 SV2B SYNPO TAF6 TAMALIN TBL1X TFAP2D TGIF1 THAP3 TKTL1 TLCD3A TMEM145 TMOD2 TMPRSS4 TNFAIP1 TNPO2 TP53BP1 TPRA1 TPST1 TRABD2A TRIM15 TSHZ1 TSPAN13 TSPAN2 TTK TTYH2 UBAC2 UNKL USP12 USP54 WHRN WNK1 WWP1 XCL1 ZC2HC1A ZC3H4 ZMIZ1 ZNF250 ZNF449 ZNF516 ZNF598 ZNF627 ZNF79 ZSCAN12 GSE46606_UNSTIM_VS_CD40L_IL2_IL5_1DAY_STIMULATED_IRF4_KO_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE46606_UNSTIM_VS_CD40L_IL2_IL5_1DAY_STIMULATED_IRF4_KO_BCELL_UP ADAT2 ADCY7 AK2 ALDH1A2 APEX2 ARHGAP18 ARHGEF6 ASPH ASTE1 ATP13A1 ATP1A1 ATP6V0E2 BATF2 BBS4 BST2 C11orf24 C12orf4 CALCOCO2 CALHM6 CARD9 CBFA2T3 CCDC14 CCDC86 CCL2 CCL5 CCL8 CCND3 CCR1 CCR5 CD53 CDK4 CH25H CISD1 CMTM2 COPS7A CRYBG3 CYSLTR1 CYTH4 DAGLA DCPS DCSTAMP DDX18 DENND4B DENND4C DESI1 DIAPH1 DNMT1 DOCK1 DUS1L DUSP23 EBPL EEF1AKMT1 EGR2 ENPP2 EPOP EVL EXOSC4 F13A1 FAM210A FARSB FBXO41 FERMT3 FIGNL1 FKBP1A FLVCR2 FNIP2 G6PD GATM GBP5 GINS3 GLMN GSPT2 HAVCR2 HDHD5 HERC5 HK3 HLTF HOMER1 HSP90AB1 IFI16 IFI6 IL1RAP IL1RN IMP4 IRF8 ISG20L2 ITGAX JADE1 JCAD KATNB1 KCNN4 KCTD12 KCTD6 KLHL8 KRR1 LGALS9 LPL LRRC8C MAN1C1 MANBAL MAP2K6 MAP3K21 MAPKAPK3 MDN1 MEF2A MFN2 MFNG MRPS30 MYC MYOF MYT1L NAGK NARS2 NAT10 NCLN NDP NF2 NME1 NOB1 NSFL1C PA2G4 PAICS PARP9 PDLIM4 PDZD11 PLPP6 PMM2 POLD1 POLM PRELID1 PRKACB PRKD3 PRMT5 PRPF19 PSMB8 PTER PYCARD RABGGTA RAC2 RILP RNASET2 RPL22L1 RRP12 RTP4 S100A11 SASH3 SF3B3 SHISA5 SHQ1 SLAMF8 SLC17A9 SLC20A1 SLC43A3 SLC66A2 SLC7A8 SMCO4 SNAI3 SNU13 SNX20 SP110 SP140L SPATS2L SPG21 SPRED1 SRM SRRD SSRP1 ST6GAL1 STAC3 STAT1 SUCNR1 SUOX TEP1 TERF2 TEX261 TIFA TIMM9 TMEM109 TNFRSF12A TP53RK TRIB2 TRIM14 TRIM5 TRIP6 TTC38 TTLL12 UBA7 UBAP2L UBE2E2 UCHL3 UNG UTP4 VAMP1 VSIG10L VWA8 XAF1 ZNF330 ZNF512B ZNF585B ZNF738 GSE46606_UNSTIM_VS_CD40L_IL2_IL5_3DAY_STIMULATED_IRF4HIGH_SORTED_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE46606_UNSTIM_VS_CD40L_IL2_IL5_3DAY_STIMULATED_IRF4HIGH_SORTED_BCELL_DN ACTL7A ADAMTSL5 AEBP1 AFAP1L2 AGRP AKR1D1 ALMS1 ALPG AMY2A AMZ2 ANKRD22 APCDD1 ARFGEF3 ARG2 ASB1 ASPM ATRAID BCL9 BNC2 BPGM BRS3 C11orf16 C14orf39 C3orf22 CA13 CADPS2 CALN1 CAVIN2 CBY3 CCDC153 CD1D CD207 CD209 CDH11 CDH9 CFHR2 CLTB CNBP COL3A1 CRH CRHBP CRIPT CRYZL1 CWH43 CXCL6 CYGB CYP11B1 CYP4A11 DCST1 DEFB119 DLX1 DNAJC11 DPYS EAF2 EHHADH EMC8 EVA1C FAM90A13P FEZ1 FGF4 FGF7 FOXI1 FREM2 GABARAPL2 GABRA5 GARIN3 GIGYF2 GPR12 GPR137 GPRIN2 GREB1 GSTM2 GUCY2C HBP1 HMX3 HOXC10 HSD17B11 IFNB1 IGDCC3 ILKAP IYD JAKMIP3 KBTBD3 KCNC2 KCNE3 KCNJ13 KCNJ16 KCNN3 KLRC2 KRT10 KRTAP4-7 LAD1 LAPTM4A LDAF1 LECT2 LEF1 LRIT2 LRRIQ3 LRRTM1 MAMDC2 MAPRE3 MEA1 MFSD13A MIXL1 MMS19 MNS1 MRLN MRPL46 MRPL49 MRPS24 MS4A1 MUC16 MYF6 MYH3 MYO1E MYO3A MYOD1 NGFR NKAIN2 NOB1 NPFFR2 NPHP1 NRN1L NSUN7 NUDT13 NYX OR2T33 OXGR1 PCDH17 PDE6B PDGFRL PHEX PIGB PKDREJ PKHD1 PLCZ1 PLEKHG5 PLXNA1 PM20D1 PMVK POU2AF1 PPP1R14C PRICKLE2 PRR32 PRSS41 PRSS53 PSD PSMD1 RAB36 RHBG RPS9 SARS2 SCAI SELENOS SFRP4 SIRT5 SLC15A1 SLC22A16 SLC25A3 SLC27A3 SLC2A12 SLC35F4 SLC6A19 SMARCE1 SOX2 SPAG1 SPATS1 SSR4 ST3GAL4 ST6GALNAC3 STARD13 SUPT4H1 SYCP2L SYCP3 SYDE2 SYN3 SYT13 TCTN3 TENT5B TFAP2D TMCO2 TMEM158 TMEM17 TMEM184A TMEM225 TNFRSF25 TNFSF9 TRAF4 TRIR UBE2U UQCRFS1 VASH1 VAT1L VIPR2 VSTM2B VWA5B2 WDR73 ZNF248 ZNF560 GSE46606_UNSTIM_VS_CD40L_IL2_IL5_3DAY_STIMULATED_IRF4HIGH_SORTED_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE46606_UNSTIM_VS_CD40L_IL2_IL5_3DAY_STIMULATED_IRF4HIGH_SORTED_BCELL_UP AATF ABHD8 ABLIM3 ACBD6 ACOT11 ACYP2 ADCK2 ADCY3 ADH5 AGPAT1 ALDH8A1 ANXA11 AP2A2 AP3S2 APBB1 APOBEC2 ARHGEF3 ARMC2 ARRB2 ASAP2 ATG3 ATMIN BNIP1 C19orf47 C1orf112 CARD10 CCK CD27 CDC42BPB CEP76 CFAP206 CHPF2 CLASRP CLDN12 CLEC4G CLN6 CNOT10 CNTN3 CPT2 CREB3L2 CSNK1G2 CTU2 DCP2 DCTN1 DDR1 DDX24 DENND1C DERL2 DIS3L DNAJC3 DOCK3 DRAM2 DRG2 DTX3L EBF1 EML3 ERCC5 FAAP100 FAM149B1 FAM234A FAM98C FBRSL1 FBXL6 FKBP8 FLII GBF1 GCNT1 GFM1 GINM1 GKN2 GPAT4 GRM3 GRM7 GUCA2B HAUS3 HMGA1 HMGB1 HNRNPL HOXA9 HSPA13 HSPE1 IARS2 IDI1 INS INTS11 INTS3 JHY KATNB1 KCTD3 KDELR1 KDELR3 LAG3 LETM1 LIPF LMNB2 LRRC46 LURAP1 LY6G6D LYPLA2 MCAT MCCC2 MED20 MERTK MGAT5B MIIP MIOS MMP10 MRPS26 MSX1 MTERF4 MXI1 MYNN NAGPA NBEAL2 NDUFA6 NOXO1 NSRP1 NT5C2 NTAN1 NUDCD1 PADI1 PDCD6IP PEA15 PGGHG PIGH PIGN PIGO PLEKHA7 POC5 POLR1F POR PPARA PPP2R5A PRRX1 PTCD2 RAI14 RBM28 RBM42 RCC1L RCOR1 RELB RFX4 RMDN3 RNPS1 ROM1 RPE RPRM RPS6KB2 RXRB SCN7A SCRIB SERPINC1 SH3D19 SLC10A3 SLC25A17 SLC35A2 SLC35F5 SLC5A10 SLC7A6OS SLX9 SMC5 SRPRA STX17 SYCE3 TCEA1 TCOF1 TGM2 TMEM109 TMEM120B TMEM219 TMPRSS15 TOP3B TRIT1 TTC38 TTC9B UCP3 UROS USP22 UVSSA VCPIP1 VPS72 VWA2 WASHC5 WDR20 XPO6 ZBED5 ZBTB3 ZBTB43 ZBTB9 ZDHHC15 ZDHHC3 ZDHHC5 ZDHHC7 ZFHX3 ZFP69 ZKSCAN5 ZMYND11 ZNF281 ZNF8 ZNFX1 GSE46606_UNSTIM_VS_CD40L_IL2_IL5_3DAY_STIMULATED_IRF4MID_SORTED_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE46606_UNSTIM_VS_CD40L_IL2_IL5_3DAY_STIMULATED_IRF4MID_SORTED_BCELL_DN ADM AEBP2 AFTPH AGRN ALCAM ALDH1B1 AMN1 ARAP2 ARF4 ARHGEF3 ARID5A ATP10A ATP1B3 ATP6V1C1 ATP6V1D ATXN1 AXL AZI2 AZIN1 B3GNT2 BASP1 BATF BBX BCL2L1 BHLHE40 BLOC1S4 BRWD3 BVES C19orf12 C3orf38 CASP3 CASP4 CASP8 CCL1 CCL5 CD70 CDK5R1 CDKN1A CEACAM21 CEMIP2 CISH CMYA5 CORT CPNE3 CTTNBP2NL DDX1 DENND5A DNAJC7 DRD4 DYRK2 EBI3 EEF1E1 EHD1 EHD3 EIF4ENIF1 FBXO11 FBXW11 FGL2 FMNL2 FNDC3A GABPB1 GBP2 GBP6 GEM GHITM GPR18 GRB2 GTF2A1 GTF2E2 GZMB HAPLN2 HCAR2 HNRNPC HS2ST1 HYCC1 IFIT1B IFITM3 IGSF8 IL15RA IL2RA ILDR1 ING1 INTS8 ISG15 JAK2 JUN JUND KHDRBS3 KNL1 KPNA3 KRTAP19-3 LAD1 LENG9 MACIR MAP3K5 MAX MFHAS1 MGAT5 MINDY3 MIR124-1HG MLKL MREG MTHFS MTMR11 MXD1 MYO1G MYO5A NDST4 NEU1 NF1 NFKB2 NFKBIA NFKBIB NFKBIL1 NR4A3 NRP1 NRROS NUDT9 OAS1 OCIAD1 OPTN OR2T33 OTULIN PBX4 PECAM1 PIGV PLA1A PLAGL1 PLK3 PLXND1 POLR2C PPA1 PPFIA3 PPP1R10 PPP1R11 PPP2R2A PRRG4 PRRT1 PSMD11 PTGS2 PTTG1 RASGEF1B RBL1 REL RFX5 RHOB RHOH RIPK2 RNF168 RNF213 RTP4 SAMD9L SETDB2 SH3BP4 SHISA5 SIPA1L1 SLC2A6 SLC3A2 SMARCE1 SMIM3 SNX11 SOCS3 SOCS6 STAP1 STAT2 STRIP2 SWAP70 SYNPO2L TANC2 TGFB3 THEMIS2 TIFA TIPARP TLCD1 TMEM168 TMEM248 TMEM39A TMOD3 TNFSF9 TNIP1 TNNI1 TOR1AIP2 TOX4 TPST1 TRA2A TRAF5 TRAFD1 TREML2 TRIM34 UBALD2 UBXN7 UNC5B USP15 WDR59 XIAP ZBP1 ZC3H12A ZFYVE26 ZHX2 ZNFX1 GSE46606_UNSTIM_VS_CD40L_IL2_IL5_3DAY_STIMULATED_IRF4MID_SORTED_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE46606_UNSTIM_VS_CD40L_IL2_IL5_3DAY_STIMULATED_IRF4MID_SORTED_BCELL_UP ABLIM1 ACAP1 ACBD5 ADAM11 AGL AKAP11 ANAPC7 ANKDD1B ARHGAP11A ARHGAP45 ARL6 ARMC10 ASXL2 ATG10 ATG16L2 ATP6V0E1 BBS12 BMF BTBD1 C6orf89 CASD1 CBX3 CCDC47 CCDC93 CD300C CD79B CDC42SE2 CDIP1 CETN2 CISD1 CLNS1A COASY CPSF3 CTDSP2 DBP DCAF5 DDRGK1 DDX51 DESI1 DIPK1A DYNLT1 ECH1 EIF4B EML3 EOLA1 EPHB2 ERBB3 ERMP1 FAM168A FASN FBL FBXL14 FBXO22 FGD2 FH FMO5 GALNT1 GBE1 GDE1 GIT2 GLT8D1 GLTP GNG10 GPAM GPD1L GUCD1 GXYLT1 HCFC1 HECTD3 HGSNAT HHEX HNRNPUL1 HOOK3 HPS3 HPS4 HPSE HSBP1 HSPE1 HVCN1 IFFO1 IFT172 IRF3 ITGB3 KCTD2 LGALS4 LIME1 LSM10 LSP1 MAP4K4 MBD1 MBNL1 MCFD2 ME2 METTL23 MINDY2 MRPS35 MSRB2 MYO18A NBEAL2 NCBP2 NCKAP1L NDUFB11 NDUFS5 NDUFS8 NIPAL3 NNT NXPE4 OSBPL9 P2RY6 PAFAH1B3 PANX1 PCMTD2 PDE4DIP PDF PEBP1 PFAS PINK1 PLP2 PMS2 POLR2J PON2 POP5 PPP1CC PPP1R21 PRKACB PRMT3 PRMT9 PRUNE1 PYCR2 RAB40C RBL2 RGS19 RIC8B RIF1 RMND5B RNASET2 RNF187 RNPEPL1 RSPH3 RSU1 SDF2 SEC22C SERP1 SETD7 SGSH SH2B2 SH3BP1 SIN3A SLA SLAIN2 SLC1A5 SLC25A36 SLC25A51 SLC35E2B SLC46A3 SMAP2 SMIM5 SNX15 SP1 SP3 SSH2 STYX SYNRG TBC1D14 TBXA2R TCF20 TEDC2 TMED10 TMEM109 TMEM126A TMEM147 TMEM179B TMEM86A TNFAIP8L2 TOP1MT TOR4A TP53INP1 TSC1 TSPYL4 TTC13 TTF2 UBE4B UBN1 UNG UPB1 UPF3B VAMP1 VKORC1 WDR7 WDR77 XPO7 YPEL3 YPEL5 YY1 ZBTB14 ZBTB22 ZBTB45 ZMYM5 ZPR1 ZXDB GSE46606_UNSTIM_VS_CD40L_IL2_IL5_3DAY_STIMULATED_IRF4_KO_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE46606_UNSTIM_VS_CD40L_IL2_IL5_3DAY_STIMULATED_IRF4_KO_BCELL_DN ABHD12 ABHD12B ADPRS AIM2 AMDHD2 AP1AR ATF5 BIRC6 BOD1 BORA C12orf29 C1orf109 C1orf174 CBLB CBR1 CCNT2 CDK4 CEP83 CERT1 CIBAR1 CIPC CLCN5 CNDP2 CNOT9 COG6 COX10 CRTAM CTTNBP2NL CXCL10 CYFIP1 DBR1 DCAF1 DDX10 DDX55 DHCR24 DICER1 DMXL1 DNAAF2 DNAJC11 DNPEP DTNBP1 DTX3L EFR3A EHHADH EIF1AX EIF2AK2 ELOVL2 ERH FAM91A1 FEM1B FHIP2A FMR1 FTX FUT4 G3BP1 GCNT2 GLMN GMPR GSPT1 HERC6 HESX1 HLA-B ICE1 IFI27 IFI35 IFIH1 IFIT3 IFIT5 IFRD2 IL4I1 ILF3 INTS12 INTS7 IRF2 IRF9 ISOC2 ITPRID2 KICS2 KLF11 KLF16 LGALS3 LINC01364 LINC03006 LIPI LRRC40 LRRC69 LRRC74B MAK MCM3AP-AS1 ME1 MEST METTL1 MGAT1 MICB MIR17HG MKLN1 MMAA MMACHC MORC2 MOSPD2 MOV10 MREG MS4A6E MSR1 MTX3 MYO9B MYOF NEK4 NEXN NFX1 NOL10 NPC2 NUDT15 NUP50-DT OTUD4 PAM16 PARP12 PCGF5 PEX10 PGGT1B PHACTR2 PLBD2 POLK POLR1A POU2F1 PPARGC1B PRADC1 PSMD5 PWWP2A RASA1 RDM1 RGL1 RICTOR RIGI RNH1 RPAP3 RPP40 RRP1B RRP7A RUNX1T1 SACS SAMD13 SAMD9 SCD5 SHFL SHISA5 SLC35A4 SLC35F2 SMG1P1 SMU1 SNAPC3 SND1-IT1 SNX24 SPTA1 SRFBP1 STARD7-AS1 STS STX17 TAF2 TANGO6 TASL TBRG4 TFAM TFEC THAP12 TMEM140 TMEM144 TMPRSS12 TOP3A TRA2B TRIM47 TRIM69 TRIP13 TRMT13 TTL TXLNGY UBE2E2 UBE3D WAC-AS1 WDFY1 YBX1 ZCCHC2 ZNF141 ZNF202 ZNF268 ZNF343 ZNF37BP ZNF496 ZNF565 ZNF57 ZNF571 ZNF736 ZNF782 ZNF875 ZNFX1 GSE46606_UNSTIM_VS_CD40L_IL2_IL5_3DAY_STIMULATED_IRF4_KO_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE46606_UNSTIM_VS_CD40L_IL2_IL5_3DAY_STIMULATED_IRF4_KO_BCELL_UP ABCA3 ABCA8 ABCD2 ABCG4 ACSM2A ADRA2B AGXT2 AHI1-DT AIF1L AKAP14 ANGPTL1 AP1M1 ARHGAP44 ASPG ATP6V0A4 B3GAT1 B3GNT9 BARHL1 BFSP2-AS1 BMP8B BRD7P3 BSND C10orf67 C10orf90 C12orf54 C17orf98 C1QTNF1-AS1 C1RL C8orf74 C9orf50 CBY2 CCDC116 CCDC171 CCDC24 CCDC80 CFAP69 CHRD CLDN17 CLEC14A CLTCL1 CNTNAP2 COL4A4 CORO6 COX7A1 COX8C CPTP CSRP3 CSTF2 CTNND2 CYP2C18 DDX4 DEFB125 DELE1 DHRS7C DIRC3 DMRT2 DNAH8 DOC2A DPY19L3-DT ELAPOR1 FAHD2A FAM43A FAM47A FAM83H FBXO2 FGF22 FGF6 FITM1 FLJ40288 FSD1 FXYD4 GATA2-AS1 GCK GGT7 GOLGA6A GUCY2C H2AP HBZ HCRTR1 HFM1 HHATL HOXB1 HSD11B2 HTR4 IL18R1 IL26 IRGM ITIH3 KISS1 KLHL17 LAMA3 LCE1B LEXM LGI4 LINC01098 LINC01704 LINC01973 LINC02579 LINC02873 LORICRIN LY6H MAGEB1 MAP1S METTL27 MFF-DT MIX23P3 MPZL2 MSANTD1 MSL1 MYRFL NGFR NOBOX NOS1AP NPAP1 NPTXR NR2F1 NXPE1 OR7A17 P2RY12 PAPOLB PAPPA2 PCDHA3 PCDHGB7 PLA2G12B PLEKHH3 PLK5 POU2F2 PPY PRDM16-DT PRR22 PYGM R3HDML RAB11FIP3 RACGAP1P1 RBM8A RDH8 RFX4 RGL2 RLN1 RNF148 RNF32-DT ROBO2 RPH3AL RSPH9 SAXO2 SEMA3F SEMA3G SEMA5A SH3GL1P1 SHISA9 SIRT6 SLC30A3 SLC6A18 SPAG6 SPANXC SPEM1 SPINK2 SURF2 SYCN TAL1 TANC1 TBC1D10A TEAD4 TEKT1 TEX46 TFF3 TMEM132A TMEM14A TMEM191A TMEM225 TMEM92 TNFRSF19 TPT1P8 TRIM50 TSSK2 TUB TXNDC2 USP26 VGF WDR87 XIRP2 ZBBX ZFR2 ZNF527 GSE46606_UNSTIM_VS_CD40L_IL2_IL5_DAY1_STIMULATED_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE46606_UNSTIM_VS_CD40L_IL2_IL5_DAY1_STIMULATED_BCELL_DN ADCY3 ADCY9 ADORA2B AHCTF1 ALAS1 ATG101 ATP6V0A2 BAG1 BAG5 BATF BATF3 BCS1L BHLHE22 BUD31 BYSL C1orf198 CA4 CALU CCND1 CCND3 CD40LG CDC123 CDC6 CHD7 CISD3 CLIC6 COLGALT1 COPRS DDX10 DDX47 DGKE DNAJA3 DRAXIN DRG1 DUSP14 EED EEF1E1 EFCAB3 EGR3 EIF1 EIF2S2 EIF3B EIF3J EMC8 EN2 ENOPH1 EPOP ESYT1 ETV5 FAM50A FAM98A FLT3LG FNDC3B GAL GALE GEMIN7 GINS3 GPR55 GRPEL1 GTF2A2 HDDC2 HEY1 HILPDA HNRNPDL HNRNPF HSD17B10 HSPD1 IFRD2 IL1A IPO7 IQCG ISG20L2 ITPRIPL1 JPT2 KDELR2 KIF23-AS1 KIR2DS2 KLF2 KLHL21 LARP4 LDHA LINC02210 LSG1 LSM12 LYSMD2 MAD2L2 MAFG MAN1C1 MAP3K6 MCM10 MCM4 MCRIP2 MED22 MED8 MFNG MIR3142HG MPHOSPH6 MRPS34 MRPS6 MSH6 NAA20 NCBP1 NDUFAF2 NDUFAF6 NOP56 NSMF NT5DC3 NTAQ1 OLIG2 PALB2 PALD1 PAM16 PAQR7 PDSS1 PES1 PFAS PHLDA2 PKP4 PNPT1 POLR1G PRADC1 PRELID1 PSMC4 PSMG1 PTGER3 PTPN21 PWP2 QTRT2 RABIF RBM18 RELL1 RERE REXO4 RILPL1 RNF125 RPP38 RPP40 RPS19BP1 RRM2 RRP7A RSL1D1 RUNX1 SCG2 SERPINB9 SETD3 SFXN4 SH2B3 SHLD2 SLC25A17 SLC35F2 SLC37A1 SLC5A3 SLFN11 SNHG17 SNRNP25 SNX25 SOCS1 SPEN SPIB SRPRB SRSF7 SS18L2 ST6GAL1 SYBU TACC1 TAL1 TBRG4 TDG TIMM23 TLCD1 TNFRSF12A TNFRSF1B TNFSF14 TP53RK TRBC1 TRIB1 TRNT1 TTL TWNK UBIAD1 UCK2 UHRF1 UMPS USB1 USP36 UTP3 WARS1 WDR4 WDR77 WT1 XPO5 YTHDF1 YWHAG ZBTB32 ZC3HAV1L ZMPSTE24 ZMYND19 ZNF232 ZNF584 ZNF593 GSE46606_UNSTIM_VS_CD40L_IL2_IL5_DAY1_STIMULATED_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE46606_UNSTIM_VS_CD40L_IL2_IL5_DAY1_STIMULATED_BCELL_UP ABCG1 ACADSB ADD3 ADGRA3 ADNP AFF1 AHI1-DT AKR1C3 ANO3 APBA2 APOLD1 ASB8 ASF1A BCKDHB BRD3 BRD8 BTN3A2 BUB1 C12orf76 C14orf132 C3orf70 C6orf141 CACNA2D4 CARMIL1 CAT CBLB CBR4 CBX5 CCDC14 CCNB2 CCNG1 CCNG2 CDC14B CDC25C CDKN1C CDKN2C CEP19 CEP68 CFAP20DC CHN1 CLCN3 CLEC2B COMMD3 CSF1 CTDSP2 CTTNBP2NL CUTALP DBP DCP1B DCTN4 DET1 DNASE2 DNTTIP1 DTX4 DYNC1I2 EBF2 EFHC1 EHMT1 ENSG00000284691 ERCC5 ERMP1 FAM117B FHL2 FRY FUCA1 GABRG2 GALC GFPT2 GLCCI1 GLRX GPR155 GRK3 GSTA4 H2BC5 H2BC8 H3C10 HCP5 HMG20A HMGCL HMMR HNRNPA1 HOXB3 HSD17B11 HSDL2 HTRA4 IRF2 JAKMIP2 KCNMB4 KCNN3 KDM5B KIF15 KIF3C KIZ KLHDC2 LETMD1 LGSN LINC00847 LINC02035 LIPA LIPT2-AS1 LIX1L LNX2 MAML2 MAP2K6 MARVELD2 MAST4 MAT2B MBD5 MBTD1 MDH1B MEGF6 MEIG1 METTL21A MGME1 MORN4 MTSS1 NAP1L2 NCF2 NIN NIPSNAP2 NOA1 NRP1 PALS1 PBX1 PCBP2 PCYOX1 PDE3B PDZD2 PECAM1 PHEX PHTF1 PHYH PIK3R3 PLCB1 PLGRKT PRKD1 PROK2 PROM1 PRUNE2 PTEN PTK2B RBPJ RCOR3 RFX5 RHOU RTP4 SCAF8 SERINC1 SERTAD4-AS1 SGCE SH3PXD2A SIAH1 SIRT5 SLC24A1 SLC24A3 SLC35E2B SMARCA2 SNAI2 SORL1 SORT1 SPA17 SPATA7 SPTBN1 SRBD1 STAM STAT1 STAT2 SURF1 SYNRG TBC1D2B TCAIM TGIF1 TIA1 TMEM19 TNFRSF11A TNS3 TOB1 TOLLIP-DT TOP2B TRIM22 UHMK1 UNC13C USP3 VPS35L VPS53 WDR19 WSCD2 ZC3H4 ZCRB1 ZFP62 ZFYVE1 ZMYND8 ZNF226 ZNF362 ZNF512 ZNF671 ZNF738 GSE46606_UNSTIM_VS_CD40L_IL2_IL5_DAY3_STIMULATED_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE46606_UNSTIM_VS_CD40L_IL2_IL5_DAY3_STIMULATED_BCELL_DN ACTR3 ADCY3 ADO ADORA2B AIMP2 ALG8 AMMECR1L ATG101 ATP4A BAG1 BATF BATF3 BCS1L BRI3BP BYSL C11orf80 CBFB CCND2 CCND3 CD40LG CD55 CD69 CDC123 CDC6 CDCA4 CDK5R1 CEBPD CHCHD4 CHD1L CHSY1 CLIC6 CLIP4 CNBP COLGALT1 CPSF7 CRLS1 CSF2RB DCAF1 DDIAS DDX10 DHX33 DKC1 DNAAF5 DNAJA3 DPY19L3 EBNA1BP2 EEF1E1 EGLN1 EIF3J ENTPD1-AS1 EPHB2 EPOP ERICH1 ETS2 FARSB FBXO30 FEM1B FLVCR1 FNDC3B FOSL2 GAGE1 GINS3 GNE GNL3 GNPNAT1 GPR55 GRPEL1 GRPEL2 GTF2A2 GZMB HEY1 HILPDA HNRNPAB HNRNPDL HSPA5 HSPD1 IDI2 IL17RB IL19 IL27RA IL6 IMP4 IMPA1 ING5 INHBE IQCG IVNS1ABP JUND KIF2A KLF6 LDHA LRFN4 LYSMD2 MAP3K21 MAPKAPK5 MCM6 MCRIP2 METTL1 MFSD2A MIR3142HG MLX MRM2 MRPS6 MSH2 MTHFD1L MYCBP NAA20 NANP NANS NCL NDST1 NDUFAF6 NIP7 NOL8 NOP16 NPB OLIG2 OTUD4 OTUD5 PACC1 PALS2 PDK1 PDSS1 PES1 PKP4 PLP2 PLPP1 PMM2 PNMA8A POLR1F POLR1G POLR3K POLRMT POMGNT1 PPAN PPP1R15B PRKDC PTGER3 PUM3 QTRT2 RABGGTB RABIF RAD51 RBM18 RERE RFC3 RHEBL1 RPF2 RPP30 RPP38 RPP40 RPS19BP1 RRM2 RRP7A SERPINB9 SETD3 SFT2D1 SHLD2 SKI SLC25A17 SLC2A3 SLC43A3 SNX25 SPEN SPIN4 SRI SRSF2 SRSF7 SS18L2 SURF6 TAF1A TAL1 TET3 TIMM13 TLCD1 TLCD3A TNFRSF1B TNFSF11 TRAPPC4 TRIB3 TRMT6 TRNT1 TSEN2 TTC4 UBE2N USP36 VEGFA WARS1 WDR4 WDR46 WRNIP1 ZC3HAV1L ZDHHC9 ZNF200 ZNF280B ZNF473 ZNF584 ZNF593 ZNF664 GSE46606_UNSTIM_VS_CD40L_IL2_IL5_DAY3_STIMULATED_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE46606_UNSTIM_VS_CD40L_IL2_IL5_DAY3_STIMULATED_BCELL_UP ACTR10 ADAM22 ADAMTS20 AHRR AKR1C1 ALAD APBA2 APOLD1 ARHGEF28 ARRDC3 ASB16-AS1 ASF1A ATPSCKMT BAZ2B BMF BRD8 BSCL2 BTN3A2 BUB1 C14orf132 C5orf47 CABLES1 CACNA1E CAT CBLB CBX2 CCNG2 CERS3 CFAP20DC CLDN4 CSF1 CSRNP2 CTDSPL CUTALP DCP1B DHRS4-AS1 DLG3 DNASE2 DNTTIP1 DPYSL2 DYNC1I2 EHMT2 EIF3F ENPP2 ENPP3 ENSG00000284691 ENSG00000291006 ENTPD1 ERCC6 EYA1 EZH1 F2RL2 FAM117B FAM167A FAM172A FAM200C FBN1 FHL2 FMO5 FOXO3 FRAT1 FRS2 GALC GDE1 GFPT2 GLCCI1 GLRX GM2A GPR155 GUSBP4 H2AC25 H2AC6 H2BC5 HERC2 HEXIM2 HMGCL HOXB3 HSD17B11 IL22RA1 IL7R JAKMIP2 KCNK9 KCNMB4 KDM5B KIAA1217 KIF20A KLF7 KLHDC2 KSR1 LAMC1 LAPTM4A LAX1 LIPT2-AS1 LIX1L LMO4 LNX2 LPIN1 LZTS2 MANBA MARF1 MARVELD2 MAST4 MED13L MEGF6 METTL7A MTARC2 NAP1L2 NBR1 NCF2 NCOA2 NIFK-AS1 NOA1 NOVA1 NREP NUSAP1 OTUD1 PBX1 PCBP2 PCYOX1 PDE3B PECAM1 PGBD2 PGLYRP4 PHLPP1 PIK3CG PLXNA2 PPM1H PPP2R5C PROK2 PROKR2 PRR14 PRSS30P PRUNE2 RBM43 RCOR3 RDM1 RFPL1 RFX5 RGS2 RNF114 ROGDI RTP4 SCAMP1-AS1 SCN3A SEPSECS SERTAD4 SH3PXD2A SIRT5 SLC16A10 SLC24A1 SLC24A3 SLC35E2B SLC9A9 SMYD3 SPA17 SPARCL1 SPATA7 SPIN2A SPTBN1 STAT2 SUPT20H SURF1 SYT1 THAP10 TLE4 TMEM19 TMEM42 TMEM44-AS1 TMEM9 TNFRSF11A TNS3 TOB1 TOP2B TP53INP1 TREX1 TRIM22 TRIM68 TRPM6 TSPYL4 TXNIP UBE2QL1 UQCRC2 USP3 VPS35L VPS53 WBP1L WDR72 WFDC1 YPEL1 YPEL3 ZFP36 ZFYVE1 ZNF226 ZNF362 ZNF506 ZNF688 GSE4748_CTRL_VS_CYANOBACTERIUM_LPSLIKE_STIM_DC_1H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE4748_CTRL_VS_CYANOBACTERIUM_LPSLIKE_STIM_DC_1H_DN ACBD3 ACTR2 ACTRT2 ADAMTSL4 ADCY7 ANGPTL4 AP1G1 AP3B2 AP3M2 ATF7 ATG7 ATP2C1 ATP6V0A1 ATRN BBLN BRAF CAPN7 CAPZA3 CBS CCNG1 CCT6A CD36 CDK18 CDKAL1 CDX2 CHRNA7 CLDN6 CMPK1 COL11A1 COL13A1 COL6A2 COPG1 CPE CRTC2 CRX CSTF2 CTSC CYP2F1 CYTH2 DAO DCLRE1A DENND6A DENR DLX5 DMAP1 DR1 E2F4 ERO1A EVPL FABP4 FAM193B FAM50B FANCA FBXO22 FER FGF2 FGFRL1 FNBP4 FOXK1 FYCO1 GALNT11 GBP6 GFI1B GHRL GPR37 HADHA HOXB1 HOXB7 HOXC5 HSD17B7 HSDL2 HTT IGHG1 IKZF2 IL12RB1 ITGA2 JAG1 KANK3 KATNBL1 KCNQ1 KIAA1522 KIRREL1 LAT LENG8 LIG3 LIMS4 LMAN2 LRRC8C LTO1 LXN MAP3K2 MEG3 METTL25B MGAT4B MIB1 MMP13 MMP19 MSN MTARC1 MTMR6 MTSS1 MYLK2 MYO7A NEK1 NFATC4 NR4A1 NSD1 NUDT4 NUP210 OPN4 ORMDL3 PAPOLA PARM1 PARP1 PAXBP1 PC PCDH1 PDE1B PEX14 PHKA2 PITPNB PKHD1 PLAT PLIN2 PLXNA1 PNPLA2 PPP1R1B PRCP PRKACA PRPF4B PTBP1 PTEN PTGS1 RAD54L2 RASAL1 RGS8 RIC8A RICTOR RIMKLB RNF144A RNF166 RNF19B RP2 SC5D SCML2 SEPTIN6 SERPINE1 SFT2D2 SGMS1 SGTB SHOC2 SLC25A22 SLC25A24 SLC2A9 SLC30A1 SLC38A4 SLC6A8 SLC7A4 SMAD6 SNAI1 SNAPIN SNN SP3 SPP1 SRFBP1 SRPRB SRSF1 SRSF10 SRSF5 ST8SIA2 SYT13 TDP1 TEAD1 TEAD4 TFPT THOC2 TMEM106B TMEM38A TMPO TOM1L2 TOR1AIP2 TPBG TPT1 TRAK1 TRPM1 TSGA13 TSNAXIP1 TSPAN13 TXNIP UBE2D3 UGT8 ULK2 VEGFA WASHC4 WDR1 XPO1 YWHAE ZMIZ1 ZNF346 GSE4748_CTRL_VS_CYANOBACTERIUM_LPSLIKE_STIM_DC_1H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE4748_CTRL_VS_CYANOBACTERIUM_LPSLIKE_STIM_DC_1H_UP ADGRA2 ADRB3 AFP AHI1 AIG1 AMBN AMPD2 AMPD3 ANAPC5 ANTXR2 AP2B1 AP3B1 APBB2 APOBEC1 ASF1A ATF1 ATP5MC2 ATP6V1E1 ATP6V1G1 ATXN7L1 ATXN7L3B B4GALNT1 B4GALT4 BCL2L11 BCS1L BHLHE22 BIK BLTP2 BOLA2 BST2 BTG3 C19orf53 C1QBP C8orf33 C9orf78 CAB39 CASP4 CASP6 CCN4 CCND1 CCND2 CDC123 CDC42EP1 CDC42EP5 CEPT1 CFDP1 CFL1 CHST1 CLASP2 CLMP CLRN3 CNOT1 COQ9 COX8A CRYZL1 CUEDC2 DCAF13 DEPDC7 DNAJC21 DNAJC30 DNASE1L1 DPH5 DQX1 DTX2 EBNA1BP2 EEF1D EFNB2 EGR2 ENC1 EP400 FAAP20 FAIM FAM32A FBXL20 FEM1B FOS FRG1 FSTL1 GCH1 GREM1 GTF3A GYPC HECTD1 HPRT1 HSCB HSD17B1 IFIT2 IFITM2 IGFBP6 IL13RA2 IL1RL1 IQGAP1 JAGN1 JPT1 KDM3B KRI1 KRTAP19-3 KTI12 LAMA1 LIMD1 LIN37 LITAF LRIG1 LRRC20 LSM1 MFSD5 MORF4L1 MPST NDUFA11 NDUFS3 NENF NIPBL NLGN2 NNT NOP2 NPM3 NTAN1 NTN1 OLIG2 OXR1 PCOLCE2 PDE4B PDRG1 PFN2 PHC2 PIAS1 PIGF PLEC PLPP3 POLR2M PPP1R15A PRDX3 PRPSAP1 PSMB2 PSMD12 PTBP3 PTGR3 PTPA RAB13 RAB5C RAI14 RALA RAP2A RAP2C RAPGEF1 RBM10 RGCC RLF RPL41 RPS27 SEC23B SH3BP5L SIGMAR1 SIL1 SIN3A SLC14A1 SLC22A23 SLC35F5 SLC38A2 SMYD2 SNW1 SORCS3 SOX18 SPR SPRED2 SSB SSU72 STK24 STRN STX8 SUN2 SUPT16H TARS1 TM4SF1 TMEM115 TMEM176A TMEM176B TMEM222 TMTC4 TNFRSF12A TNNI1 TNS2 TOPORS TP53INP2 TPM2 TRIR TRRAP TSPAN5 TSTD2 TUBA3C TUT1 UBE2D2 UBE2K UBQLN1 UBQLN2 XPNPEP1 YAP1 YIF1A ZCCHC17 ZWINT GSE4748_CTRL_VS_CYANOBACTERIUM_LPSLIKE_STIM_DC_3H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE4748_CTRL_VS_CYANOBACTERIUM_LPSLIKE_STIM_DC_3H_DN ACAT1 ACOD1 ADAM17 ADAM9 ADSL AIG1 ANAPC11 ANXA5 AOPEP ARMCX3 ASL ATF3 AURKB BASP1 BAX BCL2L1 BLTP3A BOLA3 BRIP1 BSG BTG3 C15orf48 C1QB C3AR1 C4B CA13 CCDC86 CCL13 CCL2 CCL4 CD151 CD200R1L CD3D CD69 CD8B CFAP410 CFB CHCHD3 CHST14 CISD3 CMTM3 CNIH1 COA7 COPS5 COQ7 CUL9 CXCL1 CXCL16 CXCL3 CXCL9 DDX1 DNAJC19 DNAJC2 DOCK7 DRG2 DUSP10 ECE2 EID1 EIF1AY EIF2S2 EMC7 ERP44 ETF1 FAM162A FASTKD3 FBXO6 FBXW9 FCGR2B G6PC3 GALK1 GAS2L3 GBP2 GBP4 GCSH GFUS GIPC1 GLA GNB1 GNL3 GOT1 GRHPR GTF2F2 GTF3A GZMB H1-0 HAUS7 IDH3A IER3 IFNG IKBKE IMMT IPO4 IQGAP3 LGALS1 MAD2L2 MED9 METAP2 METTL1 MIF MMP14 MPHOSPH6 MRPL11 MRPL45 MRPS14 MRPS18A MRPS36 MSR1 MYDGF MYOF NAA20 NAA50 NAB2 NAMPT NDFIP2 NDUFAB1 NDUFB6 NDUFC1 NDUFS6 NDUFV3 NIBAN2 NIT2 NOP2 NRP1 NUCB2 NUDT2 NUDT9 ORC2 PAQR4 PDCD5 PDZD11 PFDN1 PFKM PLK3 POLK PON3 PRDX2 PRDX4 PRELID1 PSAT1 PSMB6 PSMC5 PSMD1 PSMD12 PWWP2B RBMS1 RBMS2 RCAN3 RCN1 RENBP RETSAT RHOV RNF121 RNH1 ROPN1L RPN2 RPS27L RSPH3 SCPEP1 SERPINB9 SH3PXD2B SHMT2 SHTN1 SKA3 SLC15A3 SLC25A4 SLC27A1 SLC39A14 SNX5 SORBS1 SPCS1 SRSF2 STAB1 TBCB TCEAL8 TGIF1 THY1 THYN1 TIMM22 TIMM23 TMEM106A TMEM126A TMEM237 TMEM256 TNFRSF9 TNFSF10 TOP1MT TPCN2 TPI1 TRAPPC3 TRMT1 TSPAN31 TTLL12 TUBB6 TUBG1 UNG UQCR11 WASHC5 WDR18 YIF1B ZFAND2A GSE4748_CTRL_VS_CYANOBACTERIUM_LPSLIKE_STIM_DC_3H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE4748_CTRL_VS_CYANOBACTERIUM_LPSLIKE_STIM_DC_3H_UP ABCA13 ADAM19 ADAM22 ADAM23 ADIPOR1 AHSP AKAP13 AKNA ANGEL2 APOC1 ARHGAP25 ARHGAP30 ARHGAP4 ATF7IP AVPI1 B9D2 BANK1 BCL11A BIRC2 BLOC1S2 BMF BMX BOD1L1 BPGM BRD9 BZW2 C5orf34 CACNA1S CARD6 CBL CCR9 CD44 CD7 CD79B CDC37L1 CEP63 CHD2 CHFR CNR2 COCH COQ8A CPSF7 CREB1 CREBRF CRLF3 CXCR2 CYFIP2 CYP27A1 DAPP1 DGAT1 DNAJC28 DNAJC7 DOCK5 DPY19L1 DTX1 DYRK2 EIF4A2 ELAC1 ELOVL5 ENSG00000267882 ENTPD4 EPSTI1 FAM107B FAM13B FAM167A FBRSL1 FBXL3 FCN1 FGD3 FGD4 FOXN3 FUT4 GCNT2 GFRA2 GLIPR1 GPBP1L1 GPR183 GRK6 HAUS8 HDC HIGD1C HLCS HTRA2 ICOSLG IFT140 IGF1R IGSF6 IKZF1 IL17RA IL18 IL31RA IL36G IL6R INSM1 ITCH JMJD1C KBTBD11 KCNIP3 KCNJ16 KCTD18 KHNYN KMT2C KMT2E L1CAM LBR LCOR LTB LTB4R MAN2B1 MAP3K5 MAP4K2 MAPK8 MARCHF3 MARVELD1 MAU2 MBTD1 MDM1 MED13 METTL7A MGST2 MMP8 MTUS1 MYO1H N4BP2L1 NEDD9 NIPBL NLRP12 NR2C2 NSD3 NUFIP2 OSBPL2 PAXBP1 PBX1 PDE7A PI16 PIGL PPDPF PPP2CB PPTC7 PRG3 PRKCB PRR5L PTGER3 PUM2 RASA3 RASSF5 RBM5 RGS12 RHAG RNASE6 RNF144A RNF20 ROGDI RTL8C RYR3 SAMSN1 SCN3A SEMA6D SEPHS2 SERPINB7 SFT2D2 SH2D3C SLC12A6 SLC25A27 SLC35A5 SLC4A1 SLC6A20 SLCO5A1 SNX25 SPG11 SPNS3 ST8SIA1 ST8SIA4 STAR STK38 STK4 STX16 SUN2 SUSD3 SYCP2 TAF15 TIAM2 TNRC6B TPRG1L TRAF3IP3 TRIM5 TUBGCP4 UBE2E2 UIMC1 USP12 USP32 VAMP1 VAMP5 VCAM1 ZBTB16 ZFAND4 ZFC3H1 ZFX ZMAT1 ZNF608 GSE4748_CTRL_VS_LPS_AND_CYANOBACTERIUM_LPSLIKE_STIM_DC_3H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE4748_CTRL_VS_LPS_AND_CYANOBACTERIUM_LPSLIKE_STIM_DC_3H_DN ABCB1 ABHD12 ACADL ACADVL ACBD3 ACLY ACO2 ACOX1 ACSS2 ADIPOQ AKR1B1 ALCAM ANXA2 APLP2 ARC ATF7 ATL3 ATP6V0A1 ATP6V1A BOP1 C1GALT1 C9orf72 CA3 CAPN6 CBR3 CD36 CDK18 CERS4 CIB2 CIDEC CITED1 CLDN15 CMPK1 COL11A2 COL15A1 COL4A1 COL6A2 COL6A3 CRTAM CS CTSC CYP2F1 DENR DGAT1 DGAT2 DHX40 DNAJA4 DUSP1 ECH1 EGLN3 EHD2 EPHX2 ERMP1 EXOC6 FABP4 FADS3 FDPS FDX1 FGF2 FGFRL1 FHDC1 FKBP10 FKBP4 FOXK1 FSTL3 GALE GHRH GPR146 GPSM2 GRIP1 GSN GSPT1 GUSB GZMH HADHA HADHB HAS2 HDAC6 HIF1A HMGCR HOXB3 HSDL2 IDH3A IL10RA IL17RC INHBA IRS1 KANK3 KRT18 KRT20 LAS1L LCOR LIG3 LIPA LPCAT3 LPL LPO LRRK1 LXN MAP2K3 MCRIP2 MEST METRNL MGAT4B MGST3 MMP13 MMP19 MRPL10 MSN NADK NFE2L3 NOMO1 NPPC NPR2 NR3C1 NT5C2 NUDT4 NUP210 P3H4 PALLD PARM1 PC PCSK7 PDCD1 PDE1B PDE2A PDE4A PDK4 PDLIM1 PEBP1 PEG10 PEX14 PGP PIM3 PITPNB PLAT PLAUR PLIN2 PLK1 PLK3 PLVAP PMPCB PNPLA2 PPA1 PPCS PPP1CA PRG4 PRNP PSMF1 PTGR2 PTGS1 RAMP1 RASAL2 RGS8 RNF19B RNF214 RRAGA RRAS2 RRM2 S100A16 SCARB1 SCIN SEMA3E SEPTIN6 SERPINE1 SERPINH1 SGMS1 SLC41A3 SLC45A3 SLC4A7 SMPD1 SNAI1 SORBS1 SPRYD3 SRPRB SRXN1 STARD4 STXBP4 TALDO1 TCF7L2 TDRD7 TMED8 TMEFF1 TMEM134 TNFRSF21 TOR1AIP2 TSPAN9 TSPY1 TUBB4B TUBB6 UBD UBE2D3 UCP2 UGT2B10 ULK2 UNG VEGFA XIAP ZC3HC1 ZMIZ1 GSE4748_CTRL_VS_LPS_AND_CYANOBACTERIUM_LPSLIKE_STIM_DC_3H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE4748_CTRL_VS_LPS_AND_CYANOBACTERIUM_LPSLIKE_STIM_DC_3H_UP AAR2 ACKR3 ACTG2 ADGRA2 AGAP1 AHI1 AKAP12 ALDH3A2 AMPD3 ANKRD1 ANTXR2 ANXA1 ANXA3 AP3B1 APOBEC1 AQP1 AREG ATF1 ATXN7L3B BCL2L11 BDNF BLTP2 BMP6 BTN1A1 C1QTNF1 C1orf174 CAB39 CCDC47 CCK CCN2 CCND1 CD53 CDC42EP1 CDKN2C CES1 CLBA1 CLCN5 CLK1 CTDSP2 CTNNA1 CTPS1 CTSV CXCL12 CXCL6 DAB2 DDX50 DHRS3 DMTF1 DNAJB4 DNAJC21 DPYSL3 ECHDC3 ENPP2 EP400 EPHB3 EREG ERRFI1 ESD ETV1 EWSR1 FAM20C FAM32A FARP1 FBXW2 FEM1B FIP1L1 FNDC3A GABARAP GADD45A GCH1 GFPT2 GHR GNG12 GOSR2 GPR153 GREM1 GSTO1 GTF2IRD1 HECTD1 HS6ST2 HSCB IFNAR2 IL13RA2 IL1R1 IL1RAP IL1RL1 IL33 ILF3 IMPACT ISLR ITGB3BP ITM2C JAM2 KDM3B KLF2 KRI1 LAMA4 LAMP2 LCN2 LMAN1 LMNB1 LPIN2 LRIG1 MAN2A1 MATN2 MEMO1 MITF MLXIP MMP10 MMP3 MORF4L1 MPG NEAT1 NFYB NOP14 NPC2 NTN1 NUDT9 OSER1 OXR1 PAICS PBX1 PCOLCE2 PDE4B PEAK1 PHYHD1 PIK3R4 PLEC PLEKHA2 PLPP2 PLXDC2 PML POLDIP3 POLR2M PPP1R3C PRDX4 PRKD3 PRPF6 PRXL2A PTGR3 PTPN22 RAB3IP RAI14 RAP2A RASSF5 RASSF8 RBFOX1 RBM10 RGCC RGS16 RGS4 RGS5 RIN2 RPAP3 RPS8 RRP1 SAA1 SAT1 SEC23B SGK1 SH3D19 SLC22A23 SLC25A28 SLC44A2 SLIT2 SMS SOX9 SPCS2 SPTSSA SQOR SRCAP STRN SUPT16H TAGLN TBL1X TCIM TDP2 TES TGFB1I1 TGFBI TGIF1 TM4SF1 TMEM176A TMEM176B TMTC4 TNS2 TRIB2 TRPT1 TSLP TSPAN5 TSTD2 TUT7 TXNDC12 UBE2D1 UCHL1 WASF2 WDR20 WDR36 ZFAND1 ZNF841 GSE4748_CTRL_VS_LPS_STIM_DC_3H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE4748_CTRL_VS_LPS_STIM_DC_3H_DN ABCG1 ABHD5 ACO2 ACTRT2 ADAMTSL4 ADGRG3 ADIPOQ AGT ANKRD33B ARC ARHGEF1 ARL4C ARPC1A ARRDC4 ASNSD1 ATF3 ATL3 ATP12A ATP6V0A1 ATP6V1A AZIN1 BAG4 BATF BCAT2 C1QTNF4 CADM3 CARD19 CARTPT CBS CCDC92 CCNG1 CD36 CD68 CDK18 CDK20 CDK2AP2 CDR2 CERS4 CFD COL13A1 COL18A1 CPSF7 CTH CYP27B1 CYP2D6 CYP2F1 DCAKD DHX40 DNTT DUSP1 EIF2B2 EIF2D EPHX1 FDPS FKBP1A FMO3 FNBP4 FNDC10 FOXC2 FOXK1 FXR2 FYCO1 GADD45A GADD45B GADD45G GCNT2 GLRX GOSR1 GSTT2 GUCA2A HIBADH HMOX1 HOXB6 HSD3B7 HSPA8 HTATIP2 IKZF2 IL12A KCNQ5 LACTB2 LGALS3BP LMAN2 LMF1 LRRK1 LTC4S MAPK9 MDFI ME1 MEMO1 MGAT4B MLX MMD2 MMP3 MRM2 MRPL10 MSMO1 MTSS1 MYL9 MYO5A NAAA NAMPT NBL1 NR1D1 NR4A1 NRL NT5C3A OCIAD1 ODC1 OIT3 OLFML2B ORMDL3 PAH PARD6B PARP6 PC PEA15 PEX14 PITHD1 PITPNB PLEKHH3 PLOD1 PNPLA2 PPARA PRKAG2 PRKN PRRC1 PSMD8 PVT1 RAB3B RAB40B RACK1 RAPSN RARRES2 RBMS2 RBP4 RCHY1 RGL1 RIMOC1 RIOK3 RNF144A RNF19B RPP40 RSRP1 RYBP S100A3 S100A8 SAPCD1 SC5D SCARB1 SCRIB SDHAF2 SELENBP1 SELENOP SERPINE2 SGCD SGTB SLC10A6 SLC26A3 SLC26A7 SLC2A9 SLC48A1 SMIM14 SMNDC1 SMPD1 SNX5 SPATA6 SRFBP1 SRPRB ST3GAL1 STAT4 STXBP4 TAF12 TALDO1 TBC1D15 TCIM TCN2 TELO2 TGFBI TGIF1 THOC2 TLCD4 TMEM106B TNFRSF1A TOR1AIP2 TP53I13 TPRG1L TTC36 TXN2 TXNIP UBD UBE2D3 UBE2G2 UQCRFS1 VPS37C WBP1 WDR45B YPEL5 ZC3HC1 ZFP37 GSE4748_CTRL_VS_LPS_STIM_DC_3H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE4748_CTRL_VS_LPS_STIM_DC_3H_UP ACKR3 ADAMTS1 AGAP1 AHNAK AKAP12 AMFR AMMECR1 AMOTL2 AMPD3 ANGPTL2 ANGPTL4 ANKRD17 ANTXR2 ARHGEF10 ARL2BP ASXL1 BCL2L11 BHLHE22 BICC1 BLTP2 C1QTNF1 CAB39 CACNA1H CAV1 CCN1 CCN2 CCNC CD248 CDC123 CDH11 CGGBP1 CMAS CNOT1 COL3A1 COL5A2 CREB3L1 CRY2 CTDSP2 CXCL12 CYP1B1 DIP2B DKK3 DPYSL3 DYNC1I2 E2F8 EDEM1 EDN1 EGR2 ELK3 EMP1 ENC1 EREG ERRFI1 FAM32A FBN1 FBXL14 FBXL20 FEM1B FNDC3A FRMD6 FSTL1 FUS FZD7 GALR2 GAS1 GHR GPR153 GTF2B HAS2 HBEGF HECTD1 HMGA2 HNRNPD HS6ST2 IARS1 IFI35 IFI44 IFIT1B IFIT3 IGFBP3 IL13RA2 IL1RL1 INHBA INTS5 IQGAP1 IRF4 IRGM ITGAV KCTD11 KDM3B KLHL22 KLK6 LIFR LRBA LRRC58 M1AP MAGEE1 MAML1 MAN1A1 MBTPS1 MED1 MIS12 MITD1 MLXIP MMP10 MMP13 MOB1B MORF4L2 MT1E MT2A MX1 NAB2 NCAM1 NEDD9 NFATC2IP NID1 NMD3 NPR3 NTMT1 OTUD4 OXR1 OXSR1 PDE6H PDGFRA PDK1 PENK PGF PGP PIK3R4 POLR2A POSTN PRSS23 PSD3 PTCH1 PTGR3 PTPN11 PYGL RAP2A RAPGEF1 RASSF8 RBM10 RBM5 RESF1 RHOJ RIN2 RIPK1 RLF RND3 RNF19A RPS6KC1 RRAGA RTP4 SAV1 SCAF11 SCARA5 SEC23A SERPINE1 SERPING1 SERTAD3 SESN2 SIN3A SLC14A1 SLC16A3 SLC25A37 SLC38A2 SMAD7 SNX4 SOX2 SOX9 SPRED1 SPRED2 STARD13 STX5 SUFU SUPT16H SYNPO TARS1 TEAD3 TERF1 TIMP3 TLL1 TMEM35A TRIB2 TRIM2 TSPAN5 TSR3 TUBA3C TUT1 TUT7 TWF1 UBE2Z UBQLN2 UFD1 UNC5B WASF2 WNT5A ZFP90 ZNF292 ZNF334 ZNF532 GSE4748_CYANOBACTERIUM_LPSLIKE_VS_LPS_AND_CYANOBACTERIUM_LPSLIKE_STIM_DC_3H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE4748_CYANOBACTERIUM_LPSLIKE_VS_LPS_AND_CYANOBACTERIUM_LPSLIKE_STIM_DC_3H_DN AATK ADCY4 AIF1 AKIRIN2 ANK1 ANXA3 AP3B2 ARL4A ARRB2 ASIC5 AZU1 BASP1 BBOF1 BEND7 BPI BST1 BTNL8 C6orf163 CAMP CAPN6 CAVIN4 CCDC197 CCDC26 CDC42EP3 CEACAM6 CEACAM8 CHURC1 CLDN17 CLEC7A CLSTN2 COX4I2 CREB5 CREG1 CRISP3 CYSTM1 DEFA4 DGKH DLGAP1-AS2 DLGAP1-AS3 DOK3 DYSF ECHDC3 ELANE ELOF1 ENSG00000204684 ENSG00000284948 ERG FAM200B FCGR3B FGFBP1 FKBP1A FKBP5 FOXI1 FOXO3 GABRR1 GABRR2 GFOD2 GJB6 GPR146 H1-6 H2AJ HACD4 HERC3 HSD11B1 IGF2BP2 IGFL2 IL1RN INHBA INHBB INSC IRX4 KCNH3 KCNJ2 KDM7A-DT KLF1 KRTAP11-1 LCN2 LILRB3 LINC00343 LINC00664 LINC01538 LINC02243 LPL LRRC4 LTBR LTF MAB21L3 MAF1 MAFG MAG MAGEA4 MAPK11 MAPK3 MARK3 MBNL1-AS1 MIR21 MMP25 MMP8 MMP9 MROCKI MS4A8 MXD3 NATD1 NCF4 NFIB NIPAL1 NPL NPTX1 ODAD4 OLFM4 OLIG3 OMG OR2W3 OR5AK4P OSBP2 PCOLCE2 PDLIM7 PGLYRP1 PGM5 PICK1 PLBD1 PLEK2 PLPPR2 PNRC1 PRTN3 PSG7 PTK2B PYGL RAB13 RALYL RANBP10 RASGRP4 RBM38 RBPJ RETN RNASE2 RNASE3 RNF19B RNF24 RUFY2 S100A11 S100A3 S100A9 SBNO2 SDR9C7 SEMA4A SFRP2 SH3GLB1 SHKBP1 SHROOM2 SIRPB1 SLC1A5 SLC22A24 SLC22A4 SLPI SNHG28 SOWAHA SPACDR SRPK1 SRRD SRXN1 STC1 STYK1 SULT1B1 SYTL4 TAAR8 TAS2R1 TCN1 TERB1 THBS3 TLCD4 TLR5 TMEM132B TRAK2 TRIM67 TSBP1 TUBA4A TUBB2A TUBB3 TUBB4B UBAP1 UBTD1 UGT1A6 USP49 VASP VPS9D1 VSNL1 WDFY3-AS2 WDR26 WFDC11 YPEL4 ZDHHC19 ZFP36 ZNF687 GSE4748_CYANOBACTERIUM_LPSLIKE_VS_LPS_AND_CYANOBACTERIUM_LPSLIKE_STIM_DC_3H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE4748_CYANOBACTERIUM_LPSLIKE_VS_LPS_AND_CYANOBACTERIUM_LPSLIKE_STIM_DC_3H_UP AARS1 ABCB4 ADARB1 ADO AFF3 AGPAT5 AIMP2 AKR1C3 ALKAL2 ANAPC5 ARID5B ARL4C ATF7IP2 BACH2 BANK1 BCL11A BLK BLNK BTLA CBX5 CCDC127 CCDC28B CCDC66 CCL23 CD200 CD22 CD247 CD72 CD79A CD79B CD83 CENPL CHD1L CLLU1 CNKSR2 CORO2B CSNK2A1 CXCR5 CXXC5 DDX51 DENND2D DIP2C DNAAF10 DPP4 DTX1 EBF1 EEF2K EFCAB14 EIF2B2 ENPP2 ERMP1 F2R FANK1 FBXO25 FCER2 FCMR FCRL1 FCRL5 FCRLA FOXO1 GUSBP11 GZMB HIRIP3 HLA-DOB HMCES HNRNPR HS3ST3B1 HTT IGHD IGHM IGHV5-78 IGKC IGKV1D-13 IGKV3-20 IGKV4-1 IGLJ3 IGLL3P IGLV1-44 IGLV3-19 IL2RB INO80 IRF8 IRGM JCHAIN KBTBD8 KCNH8 LARP4 LAX1 LRIG1 MACROD2 MCRIP1 MEF2C MEOX1 MIR600HG MRPS35 MTSS1 MZB1 NAA40 NACA2 NAP1L1 NCL NCR3 NDC1 NEFL NF2 NFATC3 NIBAN3 NIP7 NOC3L P2RX5 PARP1 PAX5 PCDH9 PIK3C2B PLEKHA1 PLPP5 PMEPA1 PNOC POLE3 POLR1C POLR2D POLR3GL POMGNT1 PPP1R17 PRF1 PRKCE PTPRK PYROXD2 QRSL1 RASGRP3 RBFA RBL1 RFTN1 RGS1 RP9P RPL28 RPLP0 RPLP1 RPUSD2 RTKN2 RUNX1 SCN3A SERPINB9P1 SH2D1B SH2D2A SHMT2 SIDT1 SLC25A36 SLC2A11 SMIM30 SNX25 SNX9 SPATA9 SPDL1 SPIB SS18L2 ST8SIA1 STAP1 TAPT1 TBRG4 TET1 THEM4 TIMELESS TKTL1 TMED10 TMEM229B TMEM41A TMPO TNFRSF17 TRIM44 TRMT10A TSEN54 TSPAN13 TSPAN3 TSPYL5 TXK UBA2 UBL7-DT UFM1 UICLM WASF1 WDR4 WDR74 XBP1 YES1 ZBTB16 ZBTB5 ZCCHC17 ZNF141 ZNF264 ZNF275 ZNF30 ZNF677 ZNF80 GSE4748_LPS_VS_LPS_AND_CYANOBACTERIUM_LPSLIKE_STIM_DC_3H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE4748_LPS_VS_LPS_AND_CYANOBACTERIUM_LPSLIKE_STIM_DC_3H_DN ACSM1 ACVR2B-AS1 ADAMTSL1 ADGRF3 ADH1C AFAP1L2 AGMAT ALKBH3-AS1 ANAPC7 ANKRD36BP2 ANXA6 AP2B1 AP3B2 APOBEC4 APOE AQP8 ARHGEF26-AS1 ARSK ASIC5 ATAT1 ATP1A1 AURKB B4GALT3 BDNF-AS BVES-AS1 C22orf15 C5orf58 CAPN6 CBLIF CCDC18-AS1 CCR4 CD248 CDCA2 CELF6 CENPV CGNL1 CHRM3 CHTF8 CLDN9 CLSTN2 CNTNAP1 COL4A3 COL5A3 CPB1 CXCR6 CYP26B1 CYP2C9 DANCR DENND2C DERL3 DGCR5 DGKA DHPS DMRTA2 DNAH10 DNAJC18 DNM1P41 DOCK1 DPH2 E2F4 ELOF1 ELOVL2 EMCN ENSG00000204684 EPHA1 ESPL1 FBLL1 FER1L6-AS1 FGFBP1 FIBIN FZD10 GPRC5D GRID1 GTPBP3 HABP2 HECTD3 HHLA3 HJURP HMGB3P22 HTR1F HUWE1 HVCN1 IFNA7 IGFL2 JDP2 JTB KCTD4 KIAA1549 KLHDC8B KLRB1 KRT38 KRTAP11-1 KRTAP9-4 LAMB2 LEMD1 LIF-AS2 LINC00240 LINC00605 LINC00692 LINC01312 LINC02874 LRRC4 LRTM1 LTK MAGEA1 MAP3K15 MIR214 MLX MST1 MST1L MTA3 N4BP3 NAV2-AS5 NCK2 NFIB NPM3 NRG2 OOSP2 OPN5 OR10A4 OR51I1 PASK PCAT18 PCDH10 PDK2 PEG10 PINLYP PKD1P6 POLR2C PRCD PRELID3B PROM1 PRPH2 PTCD1 PTPRJ PYCR2 RAB5C RALYL RDH8 RELL2 RGL3 RRM2 S100A5 SELENOT SHFL SHROOM2 SLC17A9 SLC24A5 SLC35F4 SLC35G1 SLC38A5 SLC7A6 SNHG16 SNHG28 SNHG29 SPON1 ST7 STK19 SUN5 SUSD3 SVOP SYNGR4 TAAR2 TAAR8 TCF3 THTPA TMEM143 TMEM201 TOM1L2 TRBV24-1 TRHDE-AS1 TRIM49 TSPEAR TYSND1 UBE2D2 UBQLNL UEVLD USP21 USP54 VGLL2 WAS WNT10B ZFP42 ZNF236-DT ZNF250 ZNF33B ZNF747 ZNF862 ZNF865 ZNF93 GSE4748_LPS_VS_LPS_AND_CYANOBACTERIUM_LPSLIKE_STIM_DC_3H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE4748_LPS_VS_LPS_AND_CYANOBACTERIUM_LPSLIKE_STIM_DC_3H_UP ABCG2 ACTR2 ADGRG1 ADRB2 AKAP5 ANKRD17 AP5B1 ATF7IP ATG12 ATP1B1 ATP2B1 ATP2B4 BATF3 BCAP29 BCAT1 BHLHE40 BICRAL BLVRA C1orf174 C1orf21 C2orf74 C6orf62 CCL4 CCZ1B CD244 CEP104 CEP350 CEP78 CERT1 CFL1 CISD3 CLOCK CMKLR1 CPXCR1 CREBRF CREG1 CSF1R CTSL CYBB CYP1B1 DICER1 DMAC2L DNAAF9 DNAJB14 DSE DSTYK DUSP10 DUSP5 DUSP6 EGR1 EHHADH EIF1 ELF4 ELOB ERP44 FAM13A FAM228B FAM9B FANCL FBXW11 FBXW12 FBXW7 FCER1G FGD4 GCH1 GDAP2 GOLIM4 GPATCH2 GPATCH2L GZMB HAVCR2 HIP1 HNRNPA1L2 IGF2BP3 IL10RA IL18R1 IRAK4 IRX3 ITPRIPL2 KATNAL1 KDM5A KIF21A KLRC3 KMT2E KRT8P12 LAPTM5 LARS1 LATS2 LILRB1 LINC02724 LRRC75A LRRFIP1 MAF MAFB MAN2C1 MBD3L1 MCHR1 MDM2 METRNL MIA2 MKNK2 MORN2 MS4A7 NEK1 NKG7 NOD1 NR4A2 NSL1 NUAK1 NUDT18 P2RY2 PAK2 PAPSS2 PCNX1 PDCD7 PDE4A PGM2L1 PGP PHETA2 PHF20 PIGT PML PRF1 PRR34-AS1 PSTPIP2 PTGER4 PYHIN1 RAB1B RAB5B RANBP2 RAP1B RAP2A RASSF1 RASSF4 RBBP5 RHOU RNF115 RNPC3 RUNX3 S100A4 S1PR5 SCAMP4 SDHAF4 SERPINB1 SESN2 SESTD1 SH2D2A SH3BGRL3 SHOC2 SIRPB2 SLC2A6 SLCO3A1 SLK SMURF2 SNORA28 SNTB2 SNX18 SOCS6 SPATA5 SWSAP1 SYT11 TENT2 TESK1 TGFBR3 THUMPD3 TLR3 TMEM106A TNRC6B TRA2A TRIM23 TRMT2B TSC22D2 TTF1 TUBA4A UBXN7 UPP1 VCAN VGLL4 VPS53 WAC-AS1 WSB1 WTAP YIPF3 YIPF6 ZBED6 ZCCHC17 ZEB2 ZNF148 ZNF264 ZNF501 ZNF518A ZNF562 ZNF683 ZNF80 GSE4811_CLASSSICALY_ACTIVATED_VS_TYPE_2_ACTIVATED_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE4811_CLASSSICALY_ACTIVATED_VS_TYPE_2_ACTIVATED_MACROPHAGE_DN ABCA9 ABCB4 ABCG5 ACAD10 ACSF2 ACTC1 ADRB3 AGT AIRE AKAP3 ALPK1 ALX3 AMER2 ANKLE2 ARHGEF28 ARIH2OS ASPN ATP7B AVIL B4GALNT1 BACE2 BBOF1 BEX2 BPIFB1 C2 C4B C4orf47 CADM3 CALY CASR CAV3 CBLC CCDC125 CCDC80 CCIN CD209 CD34 CFAP410 CLEC12B COLEC10 CTSA CYP2W1 DBNDD1 DCT DIRAS2 DLG4 DMRTB1 DTX3L DYNLRB2 DZIP1L ELANE ELF3 EMC10 ENAM ENTPD6 EXOSC6 FAM151B FCGRT FGF21 FOSB FOXD3 FTMT FXYD4 GALNT18 GARNL3 GAST GATA6 GDAP1L1 GFRA4 GLMP GLP1R GLT6D1 GPC3 GPR101 GPR37 GRIN1 HAL HGFAC HIF3A HOXA9 HOXC10 HS3ST6 IL12A IRGC IRX3 ISX KCNJ12 KCNJ5 KCNK12 KIF21A KIT KLC2 KPRP KRT79 LIX1 LRRC10B LRRN1 MATN2 MATN4 MAZ MCF2L MCRIP1 MEIKIN MIXL1 MUC16 MYH2 NDFIP2 NECTIN4 NTM NXPH3 ODF1 OPN1LW OR7C1 P3H2 PCNX2 PCYT1B PDCD6 PDE4A PDE7A PDGFRL PDZK1IP1 PEG10 PEX5 PITX2 POM121L2 POU3F2 PRAM1 PRODH2 PTPRF PTPRN QRFPR RABAC1 RAD51D RASAL1 RGS20 RIMKLB RNF122 RNF151 RPL4 SBSPON SCARA5 SCGB3A2 SCN9A SDK2 SERPINH1 SH3GL1 SH3RF3 SHF SLC17A3 SLC22A17 SLC38A3 SLC6A2 SLC7A8 SMKR1 SMOC1 SNAPC4 SPINK8 SPNS2 SPOCK1 SPRN SRY TAFAZZIN TAS1R1 TAS1R2 TBC1D10C TCL1A TCN2 TEKT2 TEKTIP1 TFF2 TGFB2 TMEM203 TMEM269 TMEM51 TMEM60 TNFAIP3 TNMD TNPO2 TNS2 TOR1AIP1 TRMT12 TRPV4 TTLL9 TTN TTR TUB TXNL4A UBE2G2 UBXN10 UPF1 UPK3A VAMP1 VEPH1 XCR1 XK ZAN ZNF169 ZNF227 ZNF503 ZP2 GSE4811_CLASSSICALY_ACTIVATED_VS_TYPE_2_ACTIVATED_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE4811_CLASSSICALY_ACTIVATED_VS_TYPE_2_ACTIVATED_MACROPHAGE_UP ABHD4 ACCSL ACER3 ACTRT1 ADAMTS3 ADAMTS5 ADAT1 ADGRF1 AFDN AFF2 ANXA11 APIP APMAP ARHGAP20 ARRDC5 BOLA3 BRD3 BTBD10 BTN1A1 CAD CATSPER3 CCBE1 CCDC162P CCDC183 CDC25C CDC42EP4 CDCA5 CFAP126 CHRNA5 CKS1B CLCN2 CLSTN1 CNOT11 COL5A1 COMMD1 CPEB1 CPTP CTNNA1 CYB561 CYGB CYLC2 CYP2F1 DAP3 DCUN1D5 DERL2 DGLUCY DIS3 DNAJC1 DNAJC21 DNASE2B EDN1 EFNA1 EID2 EIF1AD EME1 EPM2A ERBB3 EXOSC9 FAM20B FES FHL5 FOXRED2 FRA10AC1 FRK FUT1 GARIN5A GAS2L3 GATAD2B GCNT3 GCSAM GEN1 GGH GINS4 GLS2 GLYR1 GNPNAT1 GPN2 GSDMA GSTM1 GTSE1 HASPIN HDAC6 HEY1 HIGD1C HIKESHI HINT1 HK2 HUS1 IGFBP1 IL3RA INCENP IPO9 ITGA2 KCNMB2 KDM5B KIF1C KIF24 KRTDAP LCN12 LIG1 LRMDA LRP2BP LRR1 MARCHF4 MATCAP1 MBOAT7 MGME1 MLEC MRPL39 MTF2 MTMR7 MTRF1L MUTYH NEFM NHLRC1 NKX6-2 NOL10 NR2F6 NTF3 NTN3 NUDCD2 NUDT17 NUDT6 ORC6 PAICS PAQR5 PATL2 PDE4DIP PIGF PLEK2 PNLIPRP2 POLR3K PPM1E PRDX1 PRELID3B PROKR1 PRRX1 PTPN20 PTPRU PURB PWWP4 PYROXD1 QDPR RASAL2 RFC5 RHOU RIN2 ROBO4 RPP25 RSPH1 RSU1 RUFY2 SCLT1 SELENOS SLC36A1 SLC6A14 SLC6A20 SLC6A3 SMIM6 SOWAHA SPTBN4 SRP72 SRPRB SSPN STMND1 SUB1 SYPL2 TARBP2 TBC1D7 TDO2 TENM1 TEX15 THOC1 TIMP2 TJP1 TMEM41B TMEM79 TMEM92 TMPRSS4 TOM1 TPX2 TRANK1 TSACC TUBE1 UBE4A UGT2B15 UXS1 VASN VPS39 VWCE WDSUB1 WHRN YEATS2 ZBTB12 ZBTB8A ZC3H18 ZNF367 ZNF786 ZNF879 GSE4984_GALECTIN1_VS_LPS_STIM_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE4984_GALECTIN1_VS_LPS_STIM_DC_DN AASDH ABTB2 ACKR2 ADAM17 ADRA2B AKAP1 AKT2 AMMECR1 ANKRD22 APOL6 ARAP2 ARL8A ATP11A ATRNL1 B3GALT2 BID BLOC1S4 BLTP3B C2 C3orf84 C7 CARS1 CCNO CDK2AP1 CDK4 CEACAM1 CGNL1 CHN1 CLCA4 CLGN CPNE5 CRHR2 CRYGS CSDC2 CSE1L CUL2 CYP2R1 CYTIP DERA DISP2 DMWD DOCK5 DPEP1 EEFSEC EMP1 EVPL FAM163B FAM234A FANCD2 FBL FDFT1 FYN GADD45G GALE GAR1 GCNT1 GEM GGA2 GGTA1 GIPR GMPS GORASP2 GSDME GTF2F1 GTF2F2 HAND2 HECW2 HSD17B7 HSF1 HSP90AB1 HSPA4 IBTK ICE1 IPO5 IRAG2 IRS1 ISG20L2 JAGN1 KCNAB2 KCNK5 KIRREL3 KLF7 KLK6 LAMA1 LARP4 LBX1 LGMN LHFPL4 LILRB3 LPP LRRC8B LRRC8C LY86 LYAR MAPKAPK2 MARS1 MRRF MT1A MTHFD1 MYOM2 NAA50 NANS NAPEPLD NELFA NELFE NEMF NFU1 NUP43 OXNAD1 P4HB PDXK PITX2 PLK3 POGK PPA1 PPAN PRDM4 PSMB6 PSMC2 PSMD2 PTBP1 PTGES3 PTPRE RARS1 RBP7 RNF126 RPN2 RRN3 RTN3 SART3 SBK1 SDHB SELP SEMA4D SGIP1 SLC20A1 SLC7A14 SPATA5 SPDEF SPP1 SPRY1 SRP68 ST3GAL5 STON2 SYCP2L TAFA3 TALDO1 TASP1 TDP1 TEX15 TFIP11 TIMM17A TMEM117 TMEM201 TMEM204 TOMM5 TRMT2A TSC22D1 TSEN54 TTC39B TTC9 TULP3 TXNL1 UBE2S UMPS UTP25 VASH2 WDR36 ZC3HAV1L GSE4984_GALECTIN1_VS_LPS_STIM_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE4984_GALECTIN1_VS_LPS_STIM_DC_UP ABCA3 ABLIM1 ACAA2 ACAD8 ACOT13 ACOX3 ACSS1 ADAMTS10 ADH1A ADI1 AKAP10 ANAPC13 ARAP1 ARID1A ARID4B ARL5C ARRDC1 ASAH2 ATP6V0B B3GAT3 BBS4 BRAP BRF1 CALCOCO1 CCDC32 CCDC92 CD2AP CD3E CD9 CHD8 CNTRL CRIP1 CUX1 CYTH1 DCAF12 DRAM2 DSE DTNB ELF4 ELMOD2 EPS15 ESR1 EXD2 FAM120B FBH1 FBXO25 FHIP1B FILIP1L FLI1 FUCA1 FUCA2 GABARAPL2 GGA3 GRN HECTD3 HSDL2 IFI27L1 IGBP1 IL2 ING3 INPP4A IRF9 KDELR1 KDM4C KIF21B LONP2 LRCH3 LTB LXN LYST MAP3K2 MAP4K2 MBD6 MCOLN3 MFNG MFSD8 MIR216A MIR505 MKRN1 MLH3 MPPE1 MSI2 MTMR12 MTMR3 MYH9 NANOS1 NCOA1 NMNAT1 NR2C2 NSA2 NSD3 PEX5 PGLYRP1 PHYH PHYHD1 PLCG1 PLEKHF2 POLG2 POLR3GL PPM1A PPP1R9B PSD4 PXN RANBP10 RBM46 RDH10 REEP3 RHOG RIGI RIMOC1 RNF38 RNF41 RSU1 SARAF SCAI SEMA4C SEPTIN6 SERPINB2 SESN1 SLC17A9 SLC25A23 SLC25A45 SLC4A2 SLC66A3 SLCO4A1 SMAD5 SPNS1 ST8SIA4 STAMBPL1 SUN2 SYNJ1 SYNPO TBXA2R TECPR1 TFDP2 TIMP2 TLR6 TMEM106B TMEM63B TNFAIP8L1 TRIM13 TRIM14 TUSC3 ULK2 USP25 VAMP2 VASP VEZF1 VPS13A VPS13B VPS54 WDCP WRN YPEL3 ZER1 ZFAND1 ZHX2 ZSCAN20 ZZEF1 GSE4984_GALECTIN1_VS_VEHICLE_CTRL_TREATED_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE4984_GALECTIN1_VS_VEHICLE_CTRL_TREATED_DC_DN AACSP1 ABAT ACD ACOXL ADAM17 ADAM19 AFG3L2 AK2 ALDH9A1 ALG2 ALG5 ALMS1P1 AMMECR1L ANK2 APOB APOOL APTX ARL4A ATAD2 BTBD10 C10orf71 CAB39 CALU CARD9 CCDC117 CCDC97 CCT8 CDKAL1 CFAP46 CHAC2 CIAO2B CLEC18A CLIC4 COG3 COQ7 CPOX CREG1 CRYGN CTR9 DBR1 DCAF13 DCTN2 DDX1 DERL2 DIMT1 DONSON DUSP10 E2F3 EMC2 FLJ40288 FOSL1 FTSJ1 GBP4 GCH1 GID4 GINS4 GNL3 GOLGA3 GPN2 GPT2 H2AC17 HARS1 HLTF HNRNPA2B1 HNRNPAB HOXC11 HPS5 IFI16 IL6ST ILK IMMT IPO8 IPPK ITPR1 JAM2 KCNK15 KCTD17 KNTC1 KPNA2 LGI3 LRRC8B LSG1 LSM6 MAPK8 MCM3 MCOLN2 MCTS1 ME2 METTL1 MIR21 MKX MON1A MRPL14 MRPL27 MRPL38 MSH2 MTO1 MUS81 MYO16 NAA25 NACC1 NASP NDUFB5 NDUFV2 NEFH NOD2 NR2F6 NSFL1C NUP50 NUP93 PANK3 PANX1 PARP9 PEF1 PEX13 PHF5A PIGP PLAA PLAGL1 PLXNC1 POLD3 POLR3K POTEKP PPA1 PPID PPIL1 PPP1R10 PPP2R5B PRDM6 PRNP PSMA5 PSME2 PTGES3 PUS1 RAB34 RAD54L RBM4B RCAN1 RGMB-AS1 RHEB RIMOC1 RNF212B ROMO1 RPA2 RPN1 RSU1P2 SCFD1 SEC23IP SEMA3A SFT2D1 SHC1 SHLD1 SIRT6 SLC34A1 SLC35A2 SLC39A9 SLC52A2 SMARCB1 SNHG12 SPAG5 SPATC1 SPIRE1 SPSB2 SPTSSA SRRD SRSF10 SS18 SSR1 STARD3 STAT4 STIL SUZ12 SYNGR3 TFE3 TFRC THOC6 THPO TIAM2 TMED2 TMEM209 TOMM40 TOMM70 TOP3A TPTE2P2 TRAFD1 TSG101 TXNL1 UBA6 UBALD2 UBE2A ULBP2 URGCP WDR1 ZC3H15 ZC3H4 ZDHHC13 ZEB2 ZNF444 ZRANB3 GSE4984_GALECTIN1_VS_VEHICLE_CTRL_TREATED_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE4984_GALECTIN1_VS_VEHICLE_CTRL_TREATED_DC_UP ABCA2 ABCD1 ABRAXAS1 ACBD5 ACKR3 ACRBP ADCY7 AGO1 ALAD ALDH3B1 ALOX15 APPL2 ARGLU1 ARHGAP4 ARHGEF6 ARIH2 ASPRV1 ATG14 ATM ATP2B4 BCL9L BRD3 C17orf67 C2orf49 CAMLG CARD16 CATSPERE CBX3P2 CCR10 CD244 CD37 CDK19 CDKN1C CEP85L CLCN6 CLK3 CTBP2 CTPS2 CTSK CUTA CYTH3 DDB2 DENND2D DGKQ DHRS13 DIAPH1 DLG3 DNASE1 DOK2 EAPP EID1 EIF2AK4 EIF4B ENSG00000170846 ETAA1 EXD3 EXTL2 FAM172A FAM53B FCHSD1 FGD3 FHIT FOXK1 FOXO4 FRMD3 FSIP1 FXYD5 GNAL GNPTG GP5 GTF3C1 HCG4B HHEX IDO2 IFT20 IGSF6 INPP5F IRF1-AS1 ITPKB JAKMIP2 KANK3 KANSL2 KCNH3 KDM2B KIAA1143 KIZ KLC4 LAMA2 LANCL1 LINC00964 LINC01588 LINC02591 LIPT1 LMF1 LRCH4 LRIG2 LTK LYPD3 MAGEE1 MCEMP1 METRNL MIGA2 MIR646HG MOV10 MROH1 MST1L NBPF10 NTNG2 P2RY10 PAIP2B PAM PARP15 PARP16 PATL2 PATZ1 PDLIM2 PDZK1 PIKFYVE PLK2 PTBP2 PYCARD RBSN RCBTB1 REC8 RGL2 RHOC RNF169 RPRD1A S1PR4 SCAF11 SCAMP1 SCAMP1-AS1 SERPINA2 SGSM3 SH3TC1 SIDT1 SIRT5 SLC24A1 SLC6A12 SMAD2 SMAD5 SMIM14 SNPH STK4 STX16 SUCLG2 SUN2 SURF1 SYK TADA3 TANC2 TARS3 TCHP TESK2 THAP8 TK2 TMEM107 TMEM170B TMEM42 TMEM59 TMEM91 TMF1 TMPRSS13 TP53INP1 TPK1 TRAV8-3 TRIM41 TSC1 TXK TXNDC12 UBQLNL UPF3A USP24 USP43 VCPIP1 VPS16 WASL WBP1L WDR72 XYLT2 YPEL5 ZBTB33 ZBTB40 ZC3H6 ZFAND2A ZMYM1 ZMYND11 ZNF212 ZNF398 ZNF500 ZNF548 ZNF558 ZNF821 ZSCAN16-AS1 GSE4984_LPS_VS_VEHICLE_CTRL_TREATED_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE4984_LPS_VS_VEHICLE_CTRL_TREATED_DC_DN ABI3 ACTN4 ACVR2A ADAM9 AGO4 AIM2 AKAP13 ALOX5AP AOAH APOBEC3D APOBEC3G ARHGAP31 ARHGAP35 ARHGDIA ASAP1 ATP1A3 ATP2B4 ATXN1 AUTS2 BATF BAZ2B BICD1 BLTP1 BMPR1A BNIP1 BROX C1RL C1orf21 CAMTA1 CARD17P CCDC112 CCDC92 CCR4 CCR5 CD40LG CD5 CD58 CD82 CD99 CDH1 CEP128 CFLAR CHST11 CNKSR3 CNNM3 CNOT1 CORO1C COTL1 CPEB4 CRIM1 CXCR6 CYTH3 DCN DCP1B DENND3 DGKH DNAJC1 ECPAS EFCAB14 EMB EPCAM EPS15 ERN1 FAAH2 FAM53B FAM89B FBXW11 FLVCR2 FYN GAB3 GALM GALNT3 GGA2 GLUL GNAO1 GPR108 GRAMD4 GTDC1 H3C7 HECTD3 HLA-DPA1 HLA-DPB1 HNRNPLL IL12RB1 IL9R IQGAP1 IQGAP2 KATNAL1 KIAA2026 KIF1B KIF1C KLRF1 LINC00221 LLGL2 LPAR6 LRIG1 MAF MBOAT1 MECP2 MGAT2 MIB1 MICAL2 MICAL3 MIR199A1 MSS51 MYO1C MYO5A NBEAL2 NCAPH NCKAP1 NCOA2 NCOA6 NEK6 NF1 NFAT5 NFATC2 NIBAN1 NLRP3 NR3C1 OGDH OR52I1 PCBP4 PDE1B PDZD11 PHACTR2 PICALM PIEZO1 PLAAT4 PLEKHA5 PLEKHG3 PLPP5 PLXND1 PPP1R16B PPP2R1B PPP2R5C PRC1 PRDM1 PRKCD PTP4A2 PTPN13 PTPRM RAB27A RAP1GAP2 RASAL3 RB1 RCBTB2 RHBDF2 RHOU RNF166 RNF19A RO60 RUNX1 SAV1 SELENOS SGCB SH3TC1 SLA SLC1A4 SLC30A7 SLC39A7 SLC6A6 SLC9A9 SLCO4C1 SLFN11 SLFN13 SMAD5 SNRNP200 SNX30 SPSB1 ST8SIA1 STK39 SUFU SYNE1 SYT11 TBC1D2B TBX19 TBXAS1 TCIRG1 TGFBR3 TMBIM6 TMEM106C TMEM39A TMX4 TNFAIP3 TNFRSF9 TNRC18 TOX TPRG1 TRERF1 TTC39C UBR2 USP45 UTS2 WEE1 WNK1 WSB2 ZBTB16 ZNF335 GSE4984_LPS_VS_VEHICLE_CTRL_TREATED_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE4984_LPS_VS_VEHICLE_CTRL_TREATED_DC_UP AAMP ABCD2 ACBD4 ACTN1 ADAM18 AEBP1 AGBL3 AGTR1 ALDH3A2 ALKAL1 AMDHD2 AP1G2 ARFIP1 ARHGEF26 ATP6V1E2 ATP8A2 BACE2 BACH2 BAIAP2 BTBD3 BTNL8 BZW2 C16orf74 C22orf15 CD248 CD38 CDK4 CEACAM8 CFP CHMP7 CNN3 CNTNAP5 COQ8A CTSF CYP2J2 CYP4F8 DHRS3 DLL1 DNAJC22 DNASE2B DPPA3 EBAG9 EFHC2 ELF3 ENPP2 EPB41L2 ERGIC1 ESYT2 FAM117B FBF1 FBL FBP1 FCER1G FCSK FITM2 FSTL3 FXYD7 GAL3ST4 GDPGP1 GJB6 GLRA2 GNPTAB GPR22 GTF3A GXYLT2 HAVCR1 HAVCR2 HBB HSD11B1 IGF2R IPCEF1 IQCA1 IRF4 IVD KCNQ1 KIAA0319 KLF3-AS1 KLHL3 KRT72 KRT73 KSR2 LDLRAP1 LINC02487 LMLN LRRN1 MEGF6 METTL3 MFSD13A MIR106A MIR96 MIRLET7E MLST8 MMAB MPP1 MRM1 MRPS24 MRTFA MTRES1 MYB MYLK2 MYO10 NEK5 NLN NOG NR1I3 NTS NUCB2 NUTF2 NXF3 OR10H3 PCED1A PCSK6 PFAS PIGP PITPNM2 PLAC8 POU2F2 PPFIBP2 PRKAB1 PRKAR1B PRL PROCR PTGR2 PTPN6 RANBP3 RAPGEF6 RBFA RCAN3 RCC2 RCCD1 RECQL5 RFX2 RFX4 RIN3 RNF113B RNF157 RPS25 RRP1 RRP12 SALL4 SCARNA12 SDK2 SELL SEMA6D SETD6 SH3RF3 SHISAL2A SLC19A1 SLC25A37 SLC25A42 SLC7A8 SMCO3 SNORA5C SNORD105 SNORD116-25 SNORD14C SNORD32B SNORD46 SNORD53 SNRK SNTG2 SPG7 SPOCK3 SPTBN1 STAT4 STK26 SYN2 TARS2 TBRG4 TBXA2R TCF3 TCF7 TCTN3 THOP1 TIMD4 TLE4 TMEM259 TPST1 TRABD2A TTC9 TXK TYSND1 UBALD2 UBE3D UBIAD1 UBXN11 USP19 USP53 USP6 VAX1 WDFY2 WDR24 WRAP73 ZBED3 ZNF414 ZNF474 ZNF550 GSE4984_UNTREATED_VS_GALECTIN1_TREATED_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE4984_UNTREATED_VS_GALECTIN1_TREATED_DC_DN ABCB4 ABLIM1 AFF3 AGMAT ALKBH2 ANKRD36BP2 APEX1 ARHGEF10 ARHGEF18 ATF7IP2 ATP6V0E2 BACH2 BANK1 BCL7A BDH1 BLNK BTLA C10orf143 CA6 CCR6 CD19 CD200 CD22 CD247 CD27 CD48 CD72 CD79A CD79B CD83 CDK4 CENPH CENPV CHMP7 CNKSR2 COQ9 CORO2B CPNE5 CR2 CREB3L4 CXCR5 CXXC1 CYB561A3 CYP2U1 DANCR DDR1 DENND5B DGKA DKC1 DPH2 DPP4 DTX1 EEIG1 EIF3D EIF3K EIF4A2 EIF4E EPHA1 EPM2A ERMP1 ETS1 FAM30A FARSB FBXO5 FCER2 FCMR FCRL1 FCRL2 FCRL5 FCRLA FLNB GAS5 GCC2 GEMIN4 GIMAP5 GNPDA2 GRAP GTF3A HADH HAUS5 HAX1 HLA-DOB HLA-DRB4 HMCES HSP90AB1 HVCN1 ICOS ID3 IGHD IGHM IGHV5-78 IGKC IGKV1D-13 IGKV4-1 IGLJ3 IGLL3P IGLV1-44 IGLV3-19 IGLV4-60 IL7R IPO5 IVD JCHAIN KLRB1 KRT10-AS1 KRT18 LDHB LETMD1 LINC00926 LMAN1 MATN1-AS1 MDS2 MIR600HG MRNIP MRPL49 MS4A1 MST1L MZB1 NELL2 NIBAN3 NOC4L NOP2 OCIAD2 OSBPL10 OSTC P2RX5 PBX4 PCDH9 PDE3B PFAS PHB2 PIK3C2B PKIG PLPP5 PLSCR3 PMEPA1 PNOC POU2AF1 PRELID3B PTPRK QRSL1 RALGPS2 RHOH RPL21 RPL3 RPL9 RPLP0 RPS10P5 RPS14 RPS3 RPS5 RPS6 RPSA RTTN SCN3A SEL1L3 SLAMF1 SLC16A1 SLC16A10 SLC7A6 SNHG29 SOX8 SPDL1 SPIB SPON1 SPTBN1 STAP1 SUSD3 TCL1A TLE1 TMEM161A TMEM220 TNFRSF17 TNFRSF25 TRAF5 TRAP1 TSPAN13 TSPYL2 TXK UBE2D2 UQCC1 USP11 USP21 USP44 UTP20 UTP25 VPREB3 WDR77 ZBTB5 ZNF85 ZSCAN22 GSE4984_UNTREATED_VS_GALECTIN1_TREATED_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE4984_UNTREATED_VS_GALECTIN1_TREATED_DC_UP ABCA1 ABCA2 ADAMTSL4 ADAP1 AFF1 AGTPBP1 ANKRD13D AOAH AP5B1 ARL11 ARL4A ASAP1 ATF7IP ATG16L2 ATP2B4 BCL3 BMP2K C6orf62 CASP5 CCNT1 CERT1 CFL1 CFLAR CHD1 CHP1 CLCA2 CMIP CPEB4 CREB5 CREBRF CRISP3 CTSB CYP1B1 CYSTM1 DAPP1 DCUN1D1 DICER1 DMPK DSE DUSP3 EFHD2 EGR1 ELANE ERP44 ETV6 FANCL FCER1G FCGR1BP FGD4 FLVCR2 FPR1 GAS7 GATAD2B GCNT7 GDAP2 GDE1 GLIPR2 GLUL GNG5 GPATCH2L GPCPD1 GPR84 GSR GTSE1 H1-6 H2BC4 HEXA-AS1 IER5L IGF2BP2 IGSF6 IPMK ITCH ITPRIPL2 JAK2 JOSD2 KCNJ2 KLF10 KLF7 KRT8P12 LAPTM5 LILRA5 LILRB1 LILRB2 LIMS3 LINC02724 LITAF LMNB1 LRRFIP1 LRRFIP2 LYN MAFG MALAT1 MAP3K20 MAPK3 MED13L MIR101-1 MIR21 NAIP NATD1 NFIA NPL ODF3B OSTF1 P2RX7 PAQR9 PDLIM7 PGM5 PKN2 PLBD1 PLEKHM1 PLPPR2 PRPF38B PRR34-AS1 PSENEN PTK2B RAB1B RAB27A RAB31 RAB32 RAB5B RASGRP4 RBPJ RCAN2 RELT RFX2 RHOU RNF115 RNF19B RNPC3 RPL41 RPS27 RUFY2 RXRA S100A11 S100A4 S100A8 S100A9 SBNO2 SDHAF4 SERPINA1 SERPINB1 SESN2 SESTD1 SFRP2 SH3BGRL3 SHKBP1 SLC16A6 SLC22A4 SLC8A1 SLCO3A1 SLPI SMARCD3 SNORA28 SNX18 SORT1 SPI1 SSX5 ST20-AS1 ST3GAL2 STK3 STOX2 STXBP2 STYK1 TFE3 TLR5 TLR6 TMEM106A TMEM119 TMEM127 TNFRSF1A TRIM23 TRIM8 TUBB2A UBE2D1 UBE2R2 UBN1 UPP1 USP4 VAMP3 VANGL1 VASP VCAM1 VPS9D1 WDFY2 WTAP YPEL4 ZBED6 ZEB2 ZFP36 ZNF148 ZYX GSE4984_UNTREATED_VS_LPS_TREATED_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE4984_UNTREATED_VS_LPS_TREATED_DC_DN ACTR1A ADARB1 AIFM2 ANAPC4 ANXA4 ASNSD1 ATP5PB B4GALNT4 B4GALT5 B9D2 BAG3 BBC3 BOLA3 BRINP1 C1QTNF12 CARF CCDC25 CD200 CDC27 CDKN2A CENPS CENPV CERS2 CNIH4 COQ7 CRYZ CTSW CWC15 DCTN2 DCTPP1 DDX19A DGKH DNAJB12 DNAJC12 DNM1L DNMT1 DSTN DYNLL2 DYRK1B EID2B ELOA ENDOU ERBB3 FANCG FANCM FBH1 FBXO33 FHL2 FLII FUNDC2 FUT4 GHITM GLOD4 GMNN GNAS GNG10 GPR89B GSR GZF1 H1-10 H4C14 HAVCR2 HDAC6 HOXA13 HOXA9 HSF4 HTATIP2 HYLS1 IDE IFNGR1 IFT27 IL2 IL3RA INPP5K INSL6 IPO11 ISCA2 KDM4A KLHL5 LRRFIP2 LYPLA1 MANBA MAP3K5 MCM4 MEGF9 MIR367 MRPL1 MRPL36 MRPS18A MRPS18C MRPS24 MRPS35 MTA2 MTMR1 MYADM NAA16 NACC1 NEDD1 NEK4 NELFCD NEMP1 NGLY1 NR2F6 NR4A2 NUP155 NUP210L NUSAP1 OTULIN PALS2 PCYT1B PDAP1 PDCD1 PDIA6 PLEK PLPP2 PMAIP1 PMPCB PMVK PON2 PPP2R3A PPP2R5D PRKAR2A PSMA2 PSMC3IP PSTPIP1 RAB19 RAB27A RBM44 RCC1 REEP2 REEP3 RELL1 RNF39 RPN1 RPUSD3 RWDD2B SEC24D SELP SEMA6B SERPINE3 SF3A3 SH2D1A SLC31A1 SNX1 SNX25 SOAT1 SSH1 SSX2IP STOML2 SYNGR3 TAPT1 TCEA1 THAP6 TIMM44 TJP2 TMA7 TMEM14C TNFSF9 TRABD TRIM37 TTL TUBGCP2 TXN TXNDC16 TXNL1 TYRO3 UFM1 UQCR10 UQCRQ VGF WDR62 ZCCHC18 ZCCHC9 ZIK1 GSE4984_UNTREATED_VS_LPS_TREATED_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE4984_UNTREATED_VS_LPS_TREATED_DC_UP AANAT AATF ABCG1 ACTR1B ACVRL1 ADGRG5 AGL AKAP11 ALPK3 AQP9 ARHGAP35 ARHGAP39 ARMC7 BCAR3 BEND4 BLK BTLA C2CD4A CALCRL CASD1 CASP8 CCR3 CD2AP CDX2 CELSR1 CLCF1 CLCN1 CLMN CPM CREBL2 CSNK1E CYTH4 DMRTA1 DNAJA3 DUSP10 EEF2K ERO1B EXD2 EXOC6B FAM78A FAU FBXO28 FBXW4 FRMD4B GPR173 GRK6 HDHD5 HEATR5B HIPK1 HSD17B8 IL17A IL21R IL24 ITPKC KCNH2 KCNK4 KIF16B KLC2 KLHL18 KLK8 KPNA4 LBH LPAR4 LRCH3 LRIG2 LYL1 LZTFL1 MBTPS1 MEF2D MERTK MGAT5 MIR29A MOB3C MORC3 MPPE1 MTTP MUC6 MYO9A NAA30 NALF1 NFE2L1 NFE2L2 NOMO1 NR3C1 NRXN1 PADI2 PAQR9 PARP3 PAX5 PDGFB PELI1 PLA2G4F PLCG2 PLXNB2 POLR1A POLR3E POU6F1 PPAN PPP1R3B PPP1R9B PPTC7 PRDM15 PRMT3 PTCRA PTPRF RAB20 RAP1GDS1 RASAL1 RIPOR2 RLF RPL31 SBF2 SH3BGRL2 SH3BP5 SH3GL1 SLC18A2 SLC25A26 SLC27A6 SLC45A2 SNRK SNX19 SP2 SS18L1 STRA6 STX2 SUN2 SYDE2 SYNRG TAF4B TBC1D2B TDRKH THEMIS2 TIMP2 TLR9 TM9SF4 TMEM182 TMEM42 TNFRSF25 TOM1L2 TOP1MT TRIM65 TTC7A TULP3 ULK3 URB2 ZBTB24 ZDHHC13 ZFYVE27 ZFYVE9 ZMYM2 ZMYM5 GSE4984_UNTREATED_VS_VEHICLE_CTRL_TREATED_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE4984_UNTREATED_VS_VEHICLE_CTRL_TREATED_DC_DN AACS ACTR3B ADRA1A AGA AIMP1 APLP2 ARHGAP11A ARHGEF16 ASNSD1 ATP5PB BAG3 C1QTNF4 C1QTNF6 CALY CANX CAPRIN1 CCDC25 CCDC60 CCNC CCNG1 CCT8 CD200 CDC7 CDCA4 CENPQ CEP76 CLDN3 COPS4 CPT1C DARS1 DDX19A DDX28 DIO3 DMWD DSTN ECI2 EIF4E ENDOD1 ENKUR ESPN ETFA EXOSC3 FBXL18 FDX1 FHL3 GBP6 GEM GEMIN2 GGTA1 GIPR GLOD4 GNG10 GPX7 GSR H1-6 HAUS6 HAUS7 HAVCR2 HIC1 HMGB1 HMGCL HMGCR HMGCS1 HNRNPA0 HOOK1 HS3ST4 HSPB6 HYLS1 HYOU1 IARS1 ICAM1 IGSF10 IMPA1 INSIG1 JAZF1 JPT2 KCNK16 KDM8 KRTCAP2 KYAT3 LARS1 LMBR1 LXN MARS1 MATN4 METAP2 MGAT4B MGLL MID1IP1 MLF1 MPHOSPH6 MRPL36 MRPL41 MRPL51 MRPS18A MTBP MTTP MYCN NAA16 NACC1 NEDD1 NOC4L NUDCD1 NUDT1 NUMBL NUP43 PACSIN2 PALS2 PARP1 PDE4A PGAM1 PGK1 PIWIL1 PMPCB PON2 PPP2R2D PPP2R5D PPP5C PRPF4 PSMD6 PSMG2 RAB27A RAD50 RAVER1 RCC1 REEP2 REEP5 RELL1 RIBC1 RTKN RTKN2 SART3 SELENOI SEMA4F SEPHS2 SF3A3 SH2D1A SIRT2 SLC1A2 SLC4A8 SLC7A3 SLC7A6 SLITRK5 SNUPN SNX8 SOWAHB SOWAHC SPDEF SPP1 ST13 STARD10 STIM2 SUN1 TAFA3 TIMELESS TKFC TMCC2 TMCO4 TMEM101 TMEM14C TMEM165 TNP1 TPI1 TRIB1 TRMT5 TXN UBA3 UBE2F UBE2N UFM1 XDH XPOT ZC2HC1A ZMAT3 GSE4984_UNTREATED_VS_VEHICLE_CTRL_TREATED_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE4984_UNTREATED_VS_VEHICLE_CTRL_TREATED_DC_UP ACOX3 ACSS1 ACSS2 ACVRL1 ADCK2 ADH4 AIF1 ANKRD55 ANTXR2 APP ARHGAP35 ARNT ATXN3 B4GALT1 BEND4 BMF BSDC1 C1QC CALCRL CAPN15 CARD11 CASD1 CBX4 CCDC88B CCL2 CCN4 CD248 CD2AP CDC14B CDC42EP5 CELSR1 CEP164 CERS6 CERT1 CHD4 CNKSR3 CREB1 CREBL2 CRY2 DCAF12 DNAJC6 DNMT3A DSE DTX4 DYRK1A EEIG1 ELL EPC1 ESR1 EXD2 FAM124B FAM169BP FAM216B FAM3A FAU FBXL20 FBXO11 FBXO38 FBXW4 FLNA FRS2 GAL3ST3 GNS GPKOW GPR34 GRK2 GRK6 HDAC10 HDAC4 HSD11B1 HSD17B8 HSH2D HYKK IL12A IMPDH1 ITGA5 ITPKC ITPR2 KCNH2 KCNJ13 KIFC3 KMT2B KPNA4 LIMD1 MBD5 MCCC1 MIR29A MIR7-2 MLYCD MR1 MS4A1 MTM1 MTR MYORG NAT1 NCKAP1L NFE2L2 NR3C1 NSA2 NT5E OAS3 ORAI2 OTULINL PCIF1 PIK3C3 POMGNT1 PPARGC1B PPIC PRICKLE3 RAB11FIP1 RASGRP3 RDH10 RFX5 RGL2 RLF RNF34 RPH3AL RPL12 RPLP2 RPRD2 SARAF SELPLG SERF2 SETD1B SHF SIPA1L2 SLC17A2 SLC29A2 SLC45A2 SNRK SNX30 ST3GAL1 SYNRG TBC1D20 TBXA2R TCF12 TLR6 TLR9 TMEM270 TNFAIP8L1 TNFRSF1A TOM1L2 TOP1MT TSC1 TSPAN15 TTC7A TUG1 UBASH3A UBE2R2 ULK3 UTP25 WDR13 YPEL3 ZFYVE1 ZHX1 GSE5099_CLASSICAL_M1_VS_ALTERNATIVE_M2_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5099_CLASSICAL_M1_VS_ALTERNATIVE_M2_MACROPHAGE_DN ADAMTS1 ADGRB2 AEBP1 AKR1C3 ALDH2 ANKRD20A11P ANKRD36BP2 ANOS1 ANP32A ATP6AP1L BATF3 BCL11B BMS1P20 CALHM5 CAPSL CBX5 CCDC144A CCDC83 CCNJ CD1D CD300A CD79B CDC25A CDK6 CDSN CENPV CEP97 CFAP74 CHD9 CHRNA3 CHRNA4 CHSY1 CMC2 COL6A3 COL7A1 CORIN CRNDE CTTN CUBN CYP2F1 DBN1 DDX3Y DDX5 DEPDC7 DLAT DNAI3 DNAJC9 DST ECT2 EIF1AY ELAVL4 ENSG00000228919 ENSG00000257711 EPB41L2 EPM2AIP1 ETV5 EVC2 FAM118A FBLL1 FCGR2C FZD1 GALNT2 GALNT7 GARIN3 GAS7 GGA1 GJC1 GLI4 GLIPR1L1 GNA15 GNAQ GOT1L1 GPR4 GPRIN1 GUSBP14 GXYLT2 H2BW2 H3-3B HHIP HMGB3 HNRNPA2B1 HNRNPK HOXA10 HOXA7 HOXA9 HPSE2 HTR2A IFT81 IL4 INHBC INPP5B ITIH3 ITPRID2 KDM5D KIAA1217 KIF20B KIF23 KIR2DL4 KMT2A KRTAP5-2 LAPTM4A LDC1P LDLRAD3 LILRA5 LINC00205 LINC00992 LINC01558 LINC01686 LMO2 LRRN1 LRRN4 LYST MARCKSL1 MBD6 MDM4 MELTF MSI2 NEIL3 NEK2 OPRPN OR2F1 OSBPL5 PALLD PCGF5 PCMT1 PDE10A PDZD9 PELI2 PHACTR1 PHLPP1 PKN2 PLCH1 POMP POU3F4 PPEF1 PPM1D PRKY PTGDR2 PTGS1 QSER1 R3HDM2 RAPGEFL1 RGMA RNFT2 RPS4Y1 RTN4 RUBCNL RUFY2 SEC14L4 SEM1 SERTAD4-AS1 SH2D1A SIGLEC9 SIMC1P1 SLC22A18AS SLC22A7 SLC44A5 SLC7A11 SLC7A3 SMPD3 SORT1 SOX4 SP4 SPCS2 SPRED2 STS SYCE1 TCF7 TFF3 TFPI TIMM23B TNFRSF21 TRDMT1 TSPAN11 TSPYL4 TTTY10 TXLNGY UBASH3B UBE2J1 USP9Y WFDC3 XCL1 YWHAQ ZBTB12 ZBTB44 ZNF169 ZNF257 ZNF736 ZNRD2-DT ZSCAN16-AS1 GSE5099_CLASSICAL_M1_VS_ALTERNATIVE_M2_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5099_CLASSICAL_M1_VS_ALTERNATIVE_M2_MACROPHAGE_UP ACAA1 ADAMTS6 ADD3 ANK3 ANXA6 AP3M2 APOL3 APRT AREL1 ARHGAP45 ARID5A ATP10A ATP8B2 AUTS2 BAG3 BIN1 BMS1 BTG1 BTN3A3 C11orf21 C17orf49 CAPN2 CBLB CCR7 CD200R1 CD27 CD48 CD55 CEPT1 CERS2 CFP CIB1 CNIH4 CNOT11 COL1A2 COTL1 COX7C CTSL CTSZ DEF8 DOCK9 DPH5 E4F1 EEF1G EEF2 EIF3F EIF3K EIF4E2 ELMO1 EPB41 EPSTI1 ERAP2 ERMAP ESYT1 FBLN7 FBXO34 FLNA FOXO1 FOXP1 FUCA1 FXN FYB1 GBP4 GGT1 GIMAP2 GIMAP8 GMPPA GNL3 GPA33 GPR155 GYPC HCFC2 HCP5 HEBP1 HLA-B HLA-G HLA-J IFIH1 IKZF4 IL12RB1 IL27RA IL4R IMPACT INPP4B KDM7A KIAA0513 KISS1R LAMP3 LDLRAP1 LFNG LIPA LITAF LPIN1 LPIN2 LRIG1 LRRC8C LRRC8D LRRN3 LTA MAF MFNG MGAT1 MLLT3 MPP7 MPZL3 NELL2 NFKBIA NKIRAS1 NMRK1 NOG NOP53 NPAS2 P4HA1 PABPC1 PAG1 PANK4 PARP11 PDE4B PFDN5 PGAP1 PLAC8 PLEKHA2 PLEKHO1 PNP POLR3E PRORP PSME2 PUS1 PYHIN1 RASA3 RASSF2 RGS1 RGS16 RGS19 RIMS4 RLN1 RNF213 RPL12 RPL13 RPL13A RPL17 RPL29 RPL30 RPL31 RPL32 RPL6 RPL7A RPL9 RPLP1 RPLP2 RPS10 RPS15A RPS18 RPS19 RPS6KA3 RSAD2 S100A6 S100B S1PR1 SAMHD1 SEMA3A SEMA4C SFMBT2 SLA2 SMIM20 SMURF2 SNHG8 SPATA13 SPIN3 SPON1 SQOR STIM2 SUSD3 TES TLK1 TMEM128 TOMM5 TPP2 TRIM69 TRMT10C TSIX TSPAN14 TUBA4A TXK UBALD2 UPP1 XIST YTHDC2 ZFAND6 ZNF16 ZNF229 ZNF302 ZNF883 ZNFX1 GSE5099_DAY3_VS_DAY7_MCSF_TREATED_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5099_DAY3_VS_DAY7_MCSF_TREATED_MACROPHAGE_DN ABI2 ACSM5 ADGRB2 ANAPC16 ANKRD20A11P ARID1A ARID1B ASS1 ATF2 ATP2A2 BCL11B C9orf64 CA10 CALM2 CAPSL CBX5 CD79B CD84 CDK6 CDY1 CELF1 CENPJ CEP43 CHRNA3 CLDN19 CLPTM1L CMAHP CNOT6L CORO1C CRYBB2P1 CUL3 CYP2F1 CYSLTR2 CYTH2 DAZAP2 DDX3Y DES DIPK2B DNAJB6 DOCK1 DST DTYMK ECT2 EIF4E EPPIN ERGIC1 EVC EXOSC6 FAAP100 FBXL14 FCER2 FDPSP2 FUBP1 GALNT2 GALNT7 GATAD2B GLI4 GLIPR1L1 GNA13 GSTT4 GUSBP14 H2AC25 H2BC8 HCRT HEXD HMGB3 HNMT HNRNPA2B1 HNRNPC HNRNPH1 HNRNPH3 HOXA10 HOXA9 IFT25 INHBA-AS1 INHBC INSIG1 IP6K3 ISOC1 KCNB2 KCNJ13 KDM5D KIF12 KLHDC9 KLHL24 KRTAP5-2 LEF1 LINC02593 LMO2 LRRN1 LYRM2 MALAT1 MARCHF7 MARCKSL1 MCM8 MDM4 MORF4L1 MRPL51 MSI2 MSRB3 MYL4 MYOM3 NCAPH NIN NLN NT5M OSBPL5 PALLD PAPOLG PAX9 PCDH11Y PCDHB3 PDCD6 PDE8B PDZD9 PHF6 PHF8 PIK3C2B PKN2 PLEKHS1 PLN PODNL1 PPM1D PPP2R1B PRICKLE1 PRKD3 PRKY PSORS1C2 PTTG3P R3HDM2 RAB6A RARRES2 RASGRF1 RFX3 RHBDF1 RUBCNL RUFY3 SAT1 SEM1 SERPINB13 SFPQ SGCD SGO1 SLC22A3 SLC22A7 SMPD3 SNRPN SNX21 SON SP3 SP4 SPDYE1 SRY SUB1 SYCE1 SYNM SYPL2 TARP TCF7 TFF3 THBS1 TLE4 TM6SF1 TMEM176A TMEM182 TMEM212 TMEM221 TMX1 TNRC6C TPH1 TPI1 TRAT1 TXLNGY UBASH3B UBE2CP4 UBE2J1 UCN3 USP9Y YWHAQ ZBTB44 ZC3H7B ZNF257 ZNF366 ZP1 GSE5099_DAY3_VS_DAY7_MCSF_TREATED_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5099_DAY3_VS_DAY7_MCSF_TREATED_MACROPHAGE_UP ADAMTS6 ADAT2 ADD3 AGA AMIGO1 ANK3 ANXA6 AP1G1 ARL4A ASNSD1 AUTS2 BAG3 BIN1 BMPR2 BMS1 BTG1 BTN3A3 BUD31 C14orf119 C17orf49 CACNA2D4 CAP1 CAPZB CARD6 CASP1 CCDC191 CCND2 CCR7 CCT4 CD48 CD55 CIB1 CISD1 COTL1 CRELD2 CTSL CUL2 CUTC CYTIP DCTD DDB2 DEF8 DNPH1 DUSP7 ECE1 EDC3 EEF1G EIF3F ELF4 ENGASE EPHA4 EPRS1 EPSTI1 FAM107B FAM171A1 FAM32A FBLN7 FLOT2 FOXP1 FYB1 GBP3 GIMAP2 GIMAP8 GRASLND GSTM1 GYPC HEBP1 HECA HLA-C HLA-F HLA-G HLA-J ICAM3 IFIH1 IFITM1 IGBP1 IL12RB1 IL7R INPP5D ISG20 ITGB7 KDM7A LDLRAP1 LEPROT LIPA LRRN3 MAP7D1 MEI1 MPZL3 MRPL11 NDRG2 NKIRAS1 NLRC5 NOG NOP53 NPAT NPDC1 NSA2 OCIAD2 OXA1L PAG1 PARP11 PDE3B PDE8A PFDN5 PHB1 PIK3IP1 PIM2 PINK1 PLEKHA3 PLEKHO1 PLLP PNP POLR1A PTPRN2 R3HDM4 RASA3 RBM20 REEP5 RGS1 RMND5B RNF213 RPL10 RPL13 RPL13A RPL14 RPL15 RPL31 RPL32 RPL4 RPLP2 RPS10P5 RPS11 RPS14 RPS15A RPS3 RRP8 RSAD2 RTCA RXYLT1 S100A6 S100PBP S1PR2 SGSH SHISA5 SIPA1 SLA2 SLC25A40 SLC9A6 SMC1A SMIM19 SNHG8 SPATA13 SPECC1 SPIN3 SSR2 STIM2 STK17A SUSD3 SYNJ2BP TACO1 TARBP1 TEX261 TIMP1 TLR2 TMBIM1 TMEM104 TMEM200A TOMM5 TRABD TSC22D3 TUBA4A UPP1 VCL VIPR1 VNN2 VPS13A WNK3 XKR6 YIPF5 YTHDC2 ZDHHC11 ZDHHC9 ZFYVE26 ZMAT2 ZMYND11 ZNF232 ZNF302 ZNF395 ZNF626 ZNF883 ZSWIM1 GSE5099_MONOCYTE_VS_ALTERNATIVE_M2_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5099_MONOCYTE_VS_ALTERNATIVE_M2_MACROPHAGE_DN ABCC12 ACAP3 AGO2 ANKRD37 APOL2 ARHGAP45 ARL5A ARMC10 ATP2A2 ATP5F1E ATP6V1C2 ATP6V1G2 B3GAT1 BET1 BTBD8 C19orf12 C1D C4orf17 C5orf58 CACNG6 CASP9 CCDC88B CCNA2 CDK5R1 CELF5 CEP104 CHMP5 CKAP2 CLN3 CLPTM1L CMYA5 CNOT1 CNTNAP1 COMMD7 COPS5 COPS9 CORT CPT1A CRKL CRTC3 CTSZ CYBC1 DCP2 DNAJB2 DNAJB4 DNAJC21 DSN1 DYNLL1 EGFL6 EGLN1 EIF4G2 ESRP2 EVI2B EYA3 FAM168A FAR1 FKBP14 FSD2 GALNT9 GEMIN5 GIMAP2 GMDS GNG13 GOLM2 GOLPH3 GPHN GREM2 GRK6 GTF2A2 GTF3C3 HCRTR2 HEMK1 HEXD HIBCH HISLA HNRNPA2B1 HNRNPC HSPA5 ICA1 IDUA IMMP1L INPP4A IRF1-AS1 KCNV1 KLHL9 KPNA4 LAT2 LINC00607 LINC00895 LPAR1 LRCH1 LRRC1 LYRM2 MAGI3 MALT1 MAT2B MCUB METRN METTL15 MIR622 MKNK1-AS1 NAT16 NCKIPSD NFIX NIN NPSR1-AS1 NPTN NUP43 OPA3 OR2B6 OR51B5 OR7D2 OSBPL8 P4HA1 PAH PAIP1 PAK2 PARP8 PER1 PHAX PHF8 PLEKHS1 PLS3 PNRC2 POMGNT2 POU1F1 POU2F3 PPIL4 PPP1R3C PRR22 R3HDM2 RAB24 RAB6A RAET1E RASL11A RIMS4 RNF20 RNF213 RUFY1 SAFB SEC24A SERP1 SIRT3 SIX6 SLC26A6 SMAP2 SMIM30 SMURF2 SNX27 SSBP3 STON2 STRAP STXBP3 STYXL1 SUCLA2 SYN2 SYNJ1 TAF3 TAS2R1 TEDC2-AS1 TET3 TFF3 TMA7 TMC7 TMEFF1 TPM3 TRANK1 TRRAP TUBE1 TULP4 UBE2CP4 UBE2L6 UBR1 VEGFA WDR33 YME1L1 ZBTB18 ZDHHC20 ZNF137P ZNF264 ZNF277 ZNF425 ZNF439 ZNF493 ZNF526 ZNF589 ZNF638 ZNF708 ZNF738 ZNFX1 GSE5099_MONOCYTE_VS_ALTERNATIVE_M2_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5099_MONOCYTE_VS_ALTERNATIVE_M2_MACROPHAGE_UP A2ML1 ABCG2 ABHD12 ADAM6 AGA AKIRIN2 AMIGO3 ANO7L1 APOBEC3B ASH2L ATAD5 BATF3 BCDIN3D-AS1 BCKDHA BCL7B BTG2-DT C19orf47 C1RL-AS1 C8orf48 CARS1 CAV2 CCDC159 CCDC85A CCR6 CD93 CDH2 CDH9 CFHR5 CMC4 COL6A2 COL7A1 COPRS CORIN CPSF4 CYP2F1 CYP2R1 DACH2 DCAF4 DDB2 DDX31 DEF8 DGAT2 DHRS12 DHX58 DIS3L DLAT DNAAF4 DNAJC13 DNASE1L1 DUXAP10 ENSG00000257711 ENTPD3-AS1 EREG ERLEC1P1 ERP27 ERVH48-1 EVC2 F11 FARSB FBXO4 FBXO45 FDPS FFAR3 FUS GARS1 GAS5 GATAD1 GLB1L2 GLIPR1L1 GOLGA1 H2BW2 HKDC1 HSF2BP IDNK IFI16 IGLV4-3 IL10RB-DT IL34 IPP ISL2 IZUMO4 KIF23 KLHDC7B KRT23 LENEP LGALS2 LINC00922 LINC02232 LINC02481 LRP8 LRRC72 LSR LTBR LYPD8 MAGEB2 MAP4K2 MAPK10 MAPKBP1 MGAT4C MMUT NEFH NEFM NEK3 NEURL1 NHSL2 NIPSNAP1 NOL9 NPM1 NQO1 NRTN NT5E NTN5 NUCKS1 OLIG2 OPA1 OPRPN OR3A2 OR8G2P P2RX4 PARP2 PCDHB2 PDCD6P1 PDE8A PDGFC PDRG1 PGAM2 PHETA2 PIGH PIK3R2 POLR3K POLRMTP1 PPEF1 PRKG2 PRKX PRLH PRSS27 PTOV1-AS1 PTPRN2 RAB37 RABGGTB RALYL RARB RBFA RCAN3 RIMS1 RIPOR1 RNASEL RNF157-AS1 RPP40 RPS6KL1 RTN4IP1 SAV1 SCG2 SCGB1A1 SDK2 SEPTIN8 SH2D5 SLC41A3 SLC4A8 SLC7A13 SLFN13 SLPI SNHG12 SNHG17 SNRPA1 SNX8 SOAT2 SPATA24 SPR SSX3 STAG3L4 STRA6 STYK1 SWSAP1 TAF2 TLR1 TMED4 TP53BP2 TRIM42 TRPM3 TSPY26P WNK3 ZBTB45 ZFYVE26 ZNF483 ZNF593 ZNF70 ZNF765 ZNF771 ZNF846 GSE5099_MONOCYTE_VS_CLASSICAL_M1_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5099_MONOCYTE_VS_CLASSICAL_M1_MACROPHAGE_DN ABCB10 ADH5 AIMP2 ALDH16A1 AMPH ANKS3 API5 ARHGAP24 ASF1B ATAT1 ATP5MK BAG3 BCL2A1 BRAP C12orf57 C18orf21 C1QBP CADPS CALCR CALML4 CCDC77 CCN2 CCR5 CCT7 CDADC1 CDC14A CDC42BPG CDK8 CENPJ CEPT1 CFAP107 CFAP161 CHEK1 CMTM2 COA5 CORO7 COX6A1 CRTAP CS CTDSP2 CYB561A3 DBI DCAF13 DERL2 DHX15 DIMT1 DNMBP DOK1 DTX2 EHD4 EIF2D EIF4H EIF5A EMP3 ENDOD1 EPHA2 ERGIC3 ETV6 EWSR1 FAM168B FAM98C FANCF FBXW10 FOS FUS FYB1 GLRX5 GMFG GNAS GSAP H2AX HAGH HCK HEMGN HERPUD1 HEXB HIGD2A HLA-B HLA-C HNRNPDL HOXB6 HOXD8 HSBP1 HSPA2 HSPH1 IER2 ILF3 INO80C ISY1 ITGB1BP1 ITPA KBTBD2 KHDRBS1 KXD1 LPP-AS2 LRRC8C LSM2 LY6D MAGED2 MAP2K7 MARVELD1 MFSD5 MICAL1 MIF MRPL45 MSTO1 MXD1 NDUFAF6 NEK3 NFKB1 NPM1 NPRL2 NUF2 OBI1 OTOP1 PABPN1 PANK4 PARK7 PDSS2 PDXK PHKA1 PIGL PLBD1 PLXNB2 PPIG PPP1R3C PPP4C PRKAR1A PROSER1 PRPF38A PRPF6 PSAP PSME3IP1 PSPC1 PTGR1 PYCR3 R3HDM4 RAB1A RAB43 RACK1 RASL11B RBAK RBBP7 RGP1 RGS2 RHBDF2 RIPOR1 RIT1 RNF165 RPL24 RPL4 RPL5 RPL7A RPS4X RPS8 SCARA5 SFT2D3 SH2B2 SH3RF2 SLC25A3 SLC39A9 SMAD2 SMAP2 SMIM30 SMS SMYD4 SNRNP70 SPART SPEF2 SRBD1 SRSF5 STRIP1 STUB1 STX16 SUN3 TBC1D9B TLE1 TMA7 TMEM107 TMIGD1 TP53RK TPM3 TRAPPC6A TRMT2A TTC21A TTLL1 TUBA1A TUBA1B TXLNB TXNIP UBAC1 UBE2V2 UNC5B VPS35L WDHD1 WDR1 ZBTB8OS ZMYND11 ZNF346 ZNRF1 GSE5099_MONOCYTE_VS_CLASSICAL_M1_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5099_MONOCYTE_VS_CLASSICAL_M1_MACROPHAGE_UP A4GALT AADAT ACD ADGRF4 ADGRL2 AGBL3 AKR1B15 ALOXE3 ALPK3 ANAPC5 ANKEF1 AP2A1 APEX1 ARHGAP31 ARPC2 ARPIN ATP5ME ATP5MF ATXN2 AUP1 AURKA AZIN2 BCL2L11 BMAL2 C16orf92 CANT1 CCHCR1 CCNYL1 CD200R1 CDC45 CES4A CGRRF1 CIDEB CISH CLEC2L CLIC1 CPLANE1 CSF2RA CSN2 CWC22 CX3CL1 CXADR CYP2S1 CYP4A22 CYSLTR2 DLST DNAH7 DNAJB12 DNPEP DOCK5 DUSP4 DYNC1LI1 DYNC2H1 EFHD1 ELAVL4 ELL3 EPHB4 ETV4 EZR FA2H FAM163A FAM205A FAM53C FBXO41 FGL1 FKBP4 FNDC8 G6PC1 GAL3ST4 GBA1 GFPT2 GFRA3 GLOD5 GOT1L1 GPR22 GRAP2 H2BC18 HAPLN1 HARBI1 HNF4A HNRNPK HOGA1 HRH4 HSD17B1 IFFO2 IFRD2 IL13RA2 IRF2BP1 ITCH ITGA1 JAK1 KCNE4 KCNQ3 KCNS2 KCTD7 KIF12 KLHDC3 LAMTOR1 LDHB LENG9 LYPLA2 MANEAL MARK1 MARVELD3 MAS1 MDH2 MDM2 MRGPRG MRPL52 MTF1 NANOG NAPB NCR1 NDFIP1 NDUFAF8 NDUFV3 NECAB1 NFASC NHLRC3 NINJ1 NKX3-1 NPC2 NPY1R NSA2 NSUN4 NT5E NVL NYX OLFML3 OR52A1 PADI3 PAQR8 PASK PCSK6 PDAP1 PDP2 PDZD11 PEAK1 PHEX PHLDA3 PLK1 PNLIPRP1 POLDIP3 POU5F2 PPBP PRPF19 PRSS42P PSD PXDN RAB12 RAB5C RAMP2 RAPGEF3 RNASE10 ROBO2 RPS29 RPS6KA2 RPS9 RUFY3 SARS2 SEC61B SERINC3 SESN2 SEZ6L SH3GL3 SIN3B SLC39A8 SLCO5A1 SNORD123 SP4 SPAG6 SPATA17 ST6GALNAC1 STING1 STK32A SUPV3L1 TAB1 TAGLN2 TAMALIN TBATA TBXT TEX13A TGM2 TMEM116 TOMM22 TRAIP TRIM36 TYROBP UBE2M USP2 VLDLR WDR59 WIPF2 XIST YIF1A YJU2 ZDBF2 ZNF354B ZNF490 ZSWIM8 GSE5099_UNSTIM_VS_MCSF_TREATED_MONOCYTE_DAY3_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5099_UNSTIM_VS_MCSF_TREATED_MONOCYTE_DAY3_DN AAGAB ABCG1 ACO2 ACOT7 ACVR1B ADAM11 ADM AHNAK2 AKNA ALKBH6 ANKRD13D ANXA6 API5 ARHGAP39 ARHGEF2 ARL2BP ARMC5 ARPC4 ASIP ATP6AP1 AVPI1 BAG3 BLOC1S4 BLTP2 C14orf180 C17orf50 C1orf198 CASS4 CCND1 CD22 CDIPT CELSR1 CHST15 CLASP1 CNBD2 COL19A1 CRLF2 CRTAP CS CSNK1D CSRNP1 CTDSP2 D2HGDH DCAF7 DLG2 DOT1L DUSP11 EBI3 ECE1 EEF2K EIF3I EIF4B EIF4G1 ENO3 ENSA EPS15L1 FASN FERMT3 FEZF1 FHOD1 FOS FOXJ2 FSCN1 GGA1 GPR25 GPRASP2 GRAMD4 GSK3A H2AX HAGH HCK HLA-B HLA-DOB IER2 IFNGR1 IMP3 IPO13 KDR KIAA0319L KLF6 KLF7 LNX2 LRP1B LRRC8C LYNX1 MAP2K2 MAP2K3 MAP2K7 MARVELD1 METTL26 MIB2 MICAL1 MINDY1 MRPL28 MSL1 MTHFSD MTPN MXD1 MYO1G NAA60 NAGK NCOR2 NEURL1B NFKB1 NODAL NPLOC4 NRROS NSF NXPE4 OPA3 P2RX6 PABPN1 PADI2 PAK1 PARN PDXK PHF2 PIEZO1 PIGL PKP4 PLBD1 PLCL2 POLD2 POLRMT PPP2R1A PRG2 PRKAR1A PROCR PRPSAP1 PRRC2B PUM1 PYGB RAB43 RAMP3 RGS7BP RHBDF1 RNF165 S100A4 S100A6 SART1 SCP2D1 SELPLG SERTM1 SGSH SH3BP1 SIAH1 SLC15A3 SLC25A39 SLC25A51 SLC39A12 SLN SMIM3 SNAP47 SNED1 SNIP1 SNX12 STX6 SUMF2 SUMO3 TANC1 TBC1D9B TBCC TCOF1 TKT TLE1 TLE3 TNK2 TNS3 TOLLIP TOMM34 TP53BP1 TPM3 TRIM27 TRIO TSEN34 TSPO TTC7A TUBA1A TUSC1 TWF2 UBAP2L ULK3 UNC5B USP49 VARS1 VASP VPS35L VWA2 WASHC2A WDR5 WDR6 WWC1 XPO6 ZCCHC17 ZNF346 ZNF414 ZNF608 ZNF710 ZNRF1 ZYG11A GSE5099_UNSTIM_VS_MCSF_TREATED_MONOCYTE_DAY3_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5099_UNSTIM_VS_MCSF_TREATED_MONOCYTE_DAY3_UP ABHD6 ADK ALG5 ALOX5AP ANAPC1 APBB2 ARAF ARID1B ARMC3 ATOX1 BEX1 BTBD10 C4orf33 CADM1 CBLB CCDC162P CCDC174 CCNG1 CCNYL1 CD200 CD200R1 CEP295 CEP43 CFAP418 CFAP57 CHM CHRAC1 CHUK CLCN1 CLN3 CNIH4 COX7A2 CWC22 CXCR3 DDRGK1 DDX5 DEGS1 DHX33 DLL1 DOP1A DPPA2 DRAP1 DUS1L ECHDC1 EFCAB14 EFCAB2 EIF1 ELP4 EPM2AIP1 ESM1 EXOSC1 FAM149B1 FAM3C FBXW2 FCRLA FLNB FNDC3B FRG1 FRRS1 GDI2 GMPR2 GPC2 HAPLN2 HBP1 HDAC1 HHATL HMGCS1 IFI27L2 IKZF2 IL6R IPO8 IRX3 ITCH ITSN2 JAGN1 KATNBL1 KCNMB2 KIF20B KLKB1 KLRD1 KMO LARP7 LETM2 LIMS4 LMO2 LRRC39 LSM1 MALAT1 MAPK1IP1L MAST4 MATN2 MATR3 MBOAT7 MCTP2 MDP1 METTL6 MICOS13 MID1 MKKS MMUT MPP1 MPP3 MRPL14 MRPS36 MTDH MYBL1 NCALD NDUFV2 NGDN NIPSNAP1 NPM3 NSMCE2 NVL OGFOD1 OR10A4 OST4 OSTM1 P2RY14 PGAM2 PHOSPHO2 PJA2 PLAAT3 PLXNA2 POC5 POLR2J PPIL6 PRR23A PRRG3 PSMG4 PSRC1 PUS3 PWP1 RAB5C RABGAP1L RDH14 RGS10 RHOA RLN1 RNASE6 RNF170 ROBO3 RPGRIP1 RPL32 RPL39L RPS10 RPS18 SAP18 SEC61B SEC61G SETD5 SH3BGR SIRT1 SLAMF9 SLC25A31 SLC66A3 SNW1 SRD5A1 SRP14 SS18L2 STK3 TATDN2 TCF12 TEP1 TEX30 THEM4 TLR7 TMEM123 TMEM132D TOM1L1 TOMM7 TPR TRIM36 TRIQK TRMT10B TRMT13 TSGA10 TSPAN13 TTC13 UBQLN3 UGCG UQCR11 UQCRQ USP8 VEGFD VPREB1 VPS13C WDR3 WTAP YIPF5 YPEL5 ZBTB5 ZDHHC14 ZNF282 ZNF330 ZNF566 ZNF600 ZNF655 ZSCAN5B ZUP1 GSE5099_UNSTIM_VS_MCSF_TREATED_MONOCYTE_DAY7_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5099_UNSTIM_VS_MCSF_TREATED_MONOCYTE_DAY7_DN ABHD12 ACTRT3 ADAT1 ADH1C ADM ADO AHSG AKAP4 ALKBH6 ALPG AMPD2 AP3M2 APOBR APOE ARF1 ARIH2 ARSI ASPSCR1 ATP6V0A1 ATXN7L3B AVPR2 BCL2L12 BEX2 BOP1 BTBD9 C9orf64 CAD CAPN15 CBX6 CCDC85B CCHCR1 CCR10 CD14 CD99 CFAP206 CFLAR CGNL1 CHD3 CHP2 CHRNA4 CNOT11 COL2A1 COQ8B CPSF4 CRTC3 CS CTLA4 CTSW CYP21A1P CYP24A1 CYP4F22 DENND3 DERL3 DET1 DYNLL2 E2F5 EDC4 EIF4G1 ENO4 EPN3 ETS1 EVA1C FCGRT FKBP1A FLNA FZD7 GAA GBA1 GM2A GMEB1 GMPPA GPR108 GPR63 GRINA GSDMA GYPC H1-10 HDC HELB HEXA HGS HLA-DRB1 HPS4 HS1BP3 HS3ST2 IER2 IFI30 INSYN1 INTS1 KCNJ8 KCTD20 KDM4D KDM5D KLF6 KLHDC10 KMT2D LAG3 LDHD LRIG2 LRP1 LRRC61 LY6D LY6H MAN2B1 MCU MED7 MEN1 MERTK MFHAS1 MFSD13A MMP17 MRPL38 MTHFSD MYO19 MZB1 NAA60 NCF1 NCKIPSD NFASC NHERF1 NKX2-3 NOXO1 NR4A1 NRSN2 NUCB1 ORAI1 OS9 PCDHB6 PELP1 PEX5 PGF PKDREJ PKN1 PKP4 PLEC PLEKHH1 PLIN4 PML POLR2A POP1 PPFIA4 PPM1L PRDX4 PRELID2 PREX2 PRPSAP1 PRSS37 RANBP6 RBM38 RCL1 RDH16 RHBDF2 RNF112 RTKN2 S100B SARM1 SH3BGRL3 SLC18A1 SLC35E4 SLN SLPI SLX4 SMAD4 SMARCD2 SMPD2 SMPD4 SNX32 SOCS7 SREBF1 SRF TAX1BP3 TBC1D4 TBCEL TFF2 TFIP11 TIMM17B TMEM121 TMEM176B TMEM191C TNIP2 TNS3 TPRG1L TRIM41 TRPC3 TRRAP TSPAN14 TTI1 TUSC1 UBE2U USP14 USP30 USP36 WDR81 ZBTB4 ZC3H12A ZCCHC12 ZFAND3 ZMYM3 ZNF710 ZNF711 GSE5099_UNSTIM_VS_MCSF_TREATED_MONOCYTE_DAY7_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5099_UNSTIM_VS_MCSF_TREATED_MONOCYTE_DAY7_UP ABHD17B ADGRF5 AGO2 AKAP9 AKIRIN1 ALDH18A1 ANAPC4 ANKHD1 ANKRD10 ANKRD24 AP3S1 APPL1 ARFGEF1 ARGLU1 ARHGAP30 ATP11B ATP5MK BAG1 BANF1 BTBD1 CCNL2 CCT5 CD28 CDC37L1 CDC5L CDK1 CEP41 CHD9 CHURC1 CLEC4M CMPK1 CNBP COMMD6 COX4I1 CPSF3 CREBZF CTBS CXXC5 DAPP1 DAZAP2 DNAJC15 DPP4 DPY19L4 DUS1L ECI2 EFCAB14 EIF1B EIF3A EIF3E EIF3L EMC3 ERI2 ERO1B ESF1 ETNK1 EXOSC1 FAM162A FAM98A FEM1C FMNL2 FNTA GABPA GABPB2 GCLM GINS1 GNG2 GPM6B H2AZ1 HERC2 HNRNPA1 HPRT1 HSPA13 HSPA4L IDS IFTAP IL10RB JADE1 KATNBL1 KCTD12 KPNA3 LARGE1 LRIF1 LRRC40 LRRC72 MAPK9 MED10 MEMO1 METAP2 METTL15 MFSD14A MGA MID1 MMUT MRPL39 MTHFD1 NABP1 NASP NBN NCOA6 NDUFAF4 NDUFB9 NEK7 NIFK NLRC5 NOC3L NOL7 NSD3 NSFL1C NSMCE4A NUDT12 NUP37 OLA1 OSBPL9 OSER1 PBK PCLAF PCMT1 PCMTD1 PHF10 PHOSPHO2 PIGF PIGP PIGX PLPP5 PNN PNP POGLUT3 POLR1F POMP PPM1H PPP1CC PPP2R5C PSMC2 PSMD10 PXYLP1 RAB9A RBM34 RDX RELCH RHD RLF RMDN3 RNASE6 RNMT RPL17 RPL23A RPL24 RPL26 RPL39L RRM2B RSRC1 SACM1L SEC63 SENP7 SESN3 SFXN4 SH3GLB1 SHMT1 SLC7A9 SNX2 SNX5 SQLE SRSF10 SS18L2 STRADB STRBP SUCO SURF1 TBRG1 TEX30 TGM4 TLR7 TMEM107 TMEM167A TMEM168 TMEM64 TPP2 TRAM1 TRMT2B TSC22D2 TSN UBE2D3 UBE2L3 UBR3 USP34 UTRN VAMP7 VPS35 VPS41 VPS54 WAC WASHC4 YIPF5 ZBTB1 ZBTB33 ZHX1 ZNF157 ZNF281 ZNF318 ZNF445 GSE5142_CTRL_VS_HTERT_TRANSDUCED_CD8_TCELL_EARLY_PASSAGE_CLONE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5142_CTRL_VS_HTERT_TRANSDUCED_CD8_TCELL_EARLY_PASSAGE_CLONE_DN ABCC5 ABHD15 ACP3 ACTN1 ACTR5 ADA ADARB1 ADD3 ADSS2 ANAPC11 ANKRD13A APLP2 APP ARHGAP29 ARL4C ARV1 ASAP1 ASCL3 ASS1 ATP8A2 ATP8B4 AUTS2 AZI2 CADM3 CALB2 CALCRL CALHM6 CAMKV CAP1 CAPN1 CASP14 CCDC180 CCNE1 CFAP298 CFAP45 CHD4 CHD7 CHP1 CLYBL CNTFR COQ8B COX16 CPM CSDC2 CSNK1G2 CSTF1 CYP2D6 DAPL1 DDX19A DHRS13 DIDO1 DNTT DOK7 DPH1 DPYSL4 DROSHA E2F5 EEF2 EMB ENC1 ENSA EPB41L1 EPOP ERP29 ESRRB EVC FAM162B FAM234B FAM78A FCGR2A FGD5 FLOT2 FNTB FRAT2 GALNT9 GARIN1B GEMIN6 GFOD2 GFRA4 GPATCH4 GPR18 GPR183 GPSM2 GRAMD2B GRIP2 GUCD1 HID1 HIPK1 HIVEP2 HMGA1 HS3ST3B1 IBTK IFITM10 IGFBP4 IL17RC IL7R IMPDH1 IPO13 ITK ITPR1 KIF1B KLF2 KLHL15 LHFPL2 LIMS4 LIPT2 LRRC75B MAP1LC3A MAZ MBOAT1 MED18 METTL9 MRTO4 MTARC2 NACC1 NAT10 NDUFS4 NINJ2 NME2 NR5A2 NXPH3 OAS2 ORAI2 OXCT1 PCBP2 PDCD7 PDK1 PDLIM4 PGM3 PIAS1 PIK3CD PIK3IP1 PKNOX1 POLR2M PPIC PPP6R1 PPP6R3 PTGR3 PTPRA PUS1 PUS7L PXYLP1 RAB11FIP4 RAB20 RCC2 RFLNB RGMB RIGI RNF167 RNF32 RPL10 RPS2 RPS6 RPSA RRP12 RSU1 RTN4RL1 SCML4 SCN4A SCP2 SDHC SEMA6A SEMA6C SEPTIN6 SERPINA3 SGK1 SHLD1 SLC2A5 SLC39A14 SLCO3A1 SLCO4A1 SMAP2 SNAPC1 SNX15 STMN1 SUV39H1 SYS1 TBL1X TGFBR3 THEMIS TM9SF4 TMEM200A TMEM204 TMEM267 TSPAN14 TTC27 TTC7B TXK UFC1 UGGT1 UTP14A VIPR1 VWCE WDR43 WDR83OS WEE2 XKR5 ZNF169 ZNF575 ZNF784 GSE5142_CTRL_VS_HTERT_TRANSDUCED_CD8_TCELL_EARLY_PASSAGE_CLONE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5142_CTRL_VS_HTERT_TRANSDUCED_CD8_TCELL_EARLY_PASSAGE_CLONE_UP ACBD5 ACOT2 ACOT7 ACSBG1 ADAMTS6 AGRN AHNAK ANKRD29 ANKRD6 APBB1 ARHGAP18 ARHGEF12 ARHGEF3 ATG4C ATP6V0D2 B4GALNT4 BPNT2 BRD9 C3orf70 C9orf152 CAMK4 CAPN15 CAPN2 CAPN3 CASP4 CATSPERD CBL CCR6 CD274 CD6 CD80 CD81 CDIPT CHRAC1 CIBAR1 CILK1 CIPC CLEC16A CLK2 CNRIP1 COL27A1 COX6A1 CST7 CSTB CYB5A CYFIP1 CYTIP DDC DDX17 DEK DHRS3 DHX57 DNAJC1 EBI3 EEA1 EIF2B2 ESRP2 EVA1B FAR1 FARP1 FLCN FMNL3 FRMD4B GBP4 GBP7 GGNBP2 GKAP1 GNAQ GRHL1 GTF2IRD1 HAUS6 HIF1A HOPX ICE1 IFNAR2 IKZF2 IL2RA INF2 INPP5F ITGB1 JMY JPT1 KANSL1L KIF16B KIF20B KIF5C LARS2 LCLAT1 LEPROT LRRC75A LTBP3 MATN2 MELK MGAT5 MSH6 MSRB3 MTBP MTMR11 MXD4 MYO18A MYO1C MYO1F MYO5A NCAPG NCOA3 NEIL1 NOD1 NSMAF NTN4 NUMA1 OSGIN1 P4HTM PAFAH1B3 PANK1 PAQR3 PCYT1B PEAK1 PHLDA1 PHLPP1 PLAAT3 PLCB4 PLD2 PLSCR1 POGLUT2 PRKCA PRR13 PSMA5 PTGER2 PTPN13 RAB11FIP2 RAB19 RABGAP1L RASA1 RASGEF1A RB1 RBM10 REPS1 RFESD RGS1 RGS16 RGS2 RNASE4 RNF157 RORA S100A4 S100A6 SAV1 SCLY SEC11C SERINC3 SH3BGRL SHISA5 SKIC8 SLAMF1 SLC35D1 SLC4A7 SLK SMC4 SNRNP27 SNW1 SNX9 SOAT1 SOCS2 SS18L2 STAT5B STK3 STON1 STX1A STX6 SYTL2 TATDN1 TDRD7 TEX10 TJP2 TMBIM1 TMEM18 TNFRSF4 TNP1 TRIM41 TTC39B TUBB2A TUBB2B TUBGCP4 VAV2 VIM VMP1 VPS54 VSIG10 WASL WLS YPEL2 YTHDC1 ZC3H7B ZDHHC20 ZDHHC21 ZFYVE19 ZNF182 ZNF281 ZNF827 ZNF862 GSE5142_HTERT_TRANSDUCED_VS_CTRL_CD8_TCELL_LATE_PASSAGE_CLONE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5142_HTERT_TRANSDUCED_VS_CTRL_CD8_TCELL_LATE_PASSAGE_CLONE_DN ABCC5 ABHD15 ABLIM2 ACAD10 ADGRE5 ADGRG3 ARID1A ARRB1 ASCL3 ATP11C BACH1 BAG5 BAHD1 BCDIN3D BET1L BICRAL BRAT1 BTBD19 C8orf82 CABLES2 CAMK1D CASC3 CCDC82 CD1D CDC42SE2 CDIP1 CDS2 CELF1 CHM CHMP1B CPM CRY2 CSGALNACT1 CSNK1E CYP21A1P CYP2D6 CYRIA DAPK1 DEGS1 DENND11 DENND2C DGKD DHRS13 DNAJB9 DNAJC6 ELAC1 ETS1 ETV3 FAAP100 FAM120AOS FCSK FLOT2 FOXO4 FPGT FRAT2 FRMD6 FRMD8 GALNT2 GALNT9 GCLC GLG1 H1-2 H2BC13 HID1 HLCS HSBP1 IER5 IL1RL2 IL6R INO80 INPP5A IRF6 ITPKB KCTD10 KHNYN KIAA0930 KIDINS220 KIF13B KLF6 KLF7 KLHL21 KLHL8 KRAS L3MBTL3 LAPTM4A LATS2 LEF1 LEPROTL1 LETM2 LNPEP MAN1C1 MAP3K1 MAP4K5 MARVELD1 MFGE8 MFSD6 MICALL1 MINDY1 MKRN1 MYO9A NBEAL1 NCKAP5L NDFIP2 NR3C1 NUMB OTUD1 PAQR7 PATL2 PDCD6IP PDE4DIP PDE7A PEX5 PGAP6 PHETA1 PHF23 PHF3 PIGP PIK3C3 PIP4K2B PITPNM1 PNPLA2 POLG PRG4 PRKCZ PTTG1 PTTG1IP RABGGTA RAMP1 RASSF2 RASSF3 RASSF8 RBM48 RFLNB RFX1 RFX3 RGS2 RHEBL1 RHOB RICTOR RNF146 RNF167 RNF44 RNPEPL1 RPS6KA2 RRM2B RSU1 RYBP SAG SBSN SERTAD2 SETD3 SH3PXD2A SHOC2 SLC25A35 SLC36A1 SMAD4 SMAD7 SMUG1 SPACA1 SPPL2A STAT5B STX17 TAGAP TBC1D20 TBC1D30 TCF7 TCN2 TCTA TEC TENM1 TES THRA TIRAP TMEM204 TMEM42 TMEM43 TNKS TP53I13 TRIB3 TRIO TSC22D3 TTC28 TTYH2 TUBB2A TVP23B UBE2J1 UGCG USE1 VSIR VWCE WBP1L WIPF2 XYLT2 YPEL3 YY1 ZBTB2 ZHX2 ZMYM5 ZNF274 ZNF394 GSE5142_HTERT_TRANSDUCED_VS_CTRL_CD8_TCELL_LATE_PASSAGE_CLONE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5142_HTERT_TRANSDUCED_VS_CTRL_CD8_TCELL_LATE_PASSAGE_CLONE_UP ABHD14A ABI3 ACO2 AHCY ALAS1 APIP APOO ARHGAP21 ARL6 BCS1L BHLHE40 BORA BORCS8 BRCA2 C12orf4 C1orf112 CASP1 CASP3 CBX5 CCDC34 CCNA2 CDCA5 CDK6 CENPL CENPN CENPS CEP89 CIBAR1 CISD1 CISH CKS2 CMC2 CORO1C COX5A CRMP1 CTC1 DAP3 DCUN1D5 DDIAS DDX39A DEPDC1B DHDDS DKC1 DMWD DNAJC24 DSCC1 DSN1 DTYMK E2F2 E2F8 ECI2 EHD1 ELOA ETV6 FABP5 FANCA FDPS FH FKBP5 FRMD4B FUCA2 GAR1 GCSH GEMIN2 GINS2 GMNN GTF2E2 GTSE1 HDLBP HINT1 HIRIP3 HNRNPD HSP90AA1 HSPD1 HTT ITGB3BP KATNB1 KCNQ5 KIF18B KIF23 KNSTRN LAG3 LANCL2 LAP3 LMAN1 LMNB2 LRRC75A LSM3 LSS MAP3K20 MASTL MCM8 METAP2 MFSD2A MID1 MKI67 MRE11 MRNIP MRPL21 MRPL27 MRPL39 MRPL41 MRPL47 MRPS15 MYBBP1A MZT2B NAA38 NAF1 NCAPH NDUFA10 NDUFA12 NDUFB7 NDUFS8 NDUFV3 NIFK NKG7 NMNAT1 NOP56 NR2F6 NUDCD2 NUDT2 NUP107 NUP205 NUP85 PACRGL PBK PCBP4 PDSS1 PIGF PIM2 PLPP1 PMF1 PMVK POGLUT2 POLA1 POLR2I PPP1R14B PRIM1 PRKCSH PRKRIP1 PSMD14 PSMD8 PSPH PUS7L RAD54B RAN RANBP1 RGS1 RHOQ RILPL2 RMDN3 RNF157 RPS27L RRM2 RRP15 SAMSN1 SEC11C SEC61G SERPINB9 SF3A3 SGO2 SHMT2 SKIC8 SLC25A4 SLIRP SMARCA4 SMARCAD1 SMYD2 SMYD5 SNRPB2 SNRPD1 SRL SRP54 STMN1 SYCE2 TAMM41 TASL TBC1D19 TBCD TCP1 TEX15 TEX9 TFE3 TIMM17B TJP2 TMEM126A TOP2A TSPAN2 TTF2 TYMS UBE2S UQCC6 VARS1 WDR43 WEE1 XRCC6 ZGRF1 ZNF296 ZNF367 ZNHIT1 GSE5455_EX_VIVO_VS_POST_24H_INCUBATION_MONOCYTES_FROM_TUMOR_BEARING_MOUSE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5455_EX_VIVO_VS_POST_24H_INCUBATION_MONOCYTES_FROM_TUMOR_BEARING_MOUSE_DN ABCB1 ACAP1 ACP5 ACSS1 ADGRE5 ADIPOQ AKT3 ALOX12B ANKRD7 ARHGAP4 ARHGEF1 ARID5A ARMC3 ARMC7 ASB17 ASPHD2 BCL3 C17orf58 C17orf97 C19orf38 C1orf185 C2orf68 C5orf34 CABCOCO1 CALCRL CAPS2 CCM2 CCS CD300LB CD96 CLCF1 CLCN4 CLINT1 CRLF3 CTSA DCAF7 DCTN6 DEDD2 DGKA DOCK10 EEIG1 EMB ENTREP3 EPC1 ETV3 EVI2B EYA2 F12 F2RL1 FAM3C FAM98C FCGR2A FHIP2A FOXC2 GAB1 GABRR2 GALNT3 GATA1 GMFG GPNMB GPR137B GRK4 HOXB6 HS3ST3B1 HUWE1 HVCN1 ICAM2 ID3 IFI35 IFIT1 IFIT1B IFIT3 IL4R IL7R INPP5B IRAK3 IRF9 ITGA4 ITGA6 ITGA7 ITSN2 IZUMO1R KBTBD11 KIF1B KLF2 KLHDC1 KRT39 L1TD1 LEAP2 LFNG LRTM1 MAP3K1 MAST1 MBTD1 MEX3B MGRN1 MGST2 MOB3B MS4A15 MSL2 MUC1 MYL12B MYOC NADK2 NCK1 NCKAP5L NDOR1 NFE2L3 NIBAN1 NOTCH4 NR2C2AP NUPR2 OAS2 OSM OTULINL PDCD2 PGLYRP2 PGS1 PITPNC1 PLEKHN1 PLTP PMM2 POSTN PPIP5K2 PPP1R17 PRKACB PRKX PTPRE RAMP3 RAPGEF4 RASA3 RASGRP1 RCOR3 RFLNB RGS14 RGS4 RIGI RIN2 RNF19A RNF213 RNF32 RPL19 RPL30 RPS6KA1 RREB1 RSRP1 RTP4 RYR1 S1PR1 S1PR4 SAMD9L SCML4 SDCBP2 SEMA4F SEPTIN4 SFN SGK1 SGMS1 SHARPIN SHD SKAP2 SLAMF6 SLAMF9 SLC25A23 SLC25A24 SLC35C1 SLC45A4 SLC4A7 SLCO2A1 SLFN5 SPACA9 STK10 STK4 SULF2 SUPT4H1 TBC1D30 TECPR1 TLK1 TMEM14A TMEM71 TNFSF10 TNK2 TP53TG5 TPR TRIM36 TTC17 TTLL7 UBASH3B USP18 USP3 USP38 UTRN WFIKKN2 WIPI1 XAF1 ZNF274 ZNF3 ZNF646 ZNF652 ZSCAN26 GSE5455_EX_VIVO_VS_POST_24H_INCUBATION_MONOCYTES_FROM_TUMOR_BEARING_MOUSE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5455_EX_VIVO_VS_POST_24H_INCUBATION_MONOCYTES_FROM_TUMOR_BEARING_MOUSE_UP ACYP2 AK7 ALAD ALDOC ANXA4 ARFGEF3 ARL2 ARR3 ATL2 ATL3 ATP5MF AVEN BHLHE40 BRME1 BRMS1L C11orf24 C11orf58 CA11 CACNA1S CAMK2N2 CD83 CDC42EP4 CHCHD10 CHCHD6 CHML CISD1 CISD3 CLTB CMC2 CNTLN COBLL1 COLCA1 COQ3 COX6B2 CRYBG3 CYB561 DCBLD2 DHRS1 DLL3 DMAC1 DNAJC15 DYNLL2 EBI3 EEPD1 ENDOD1 ENO1 ERI3 FAF1 FAM162A FANCC FKBP1A FOCAD GALK1 GINS3 GLOD4 GNG12 GTF2H5 HACD2 HIVEP3 HK2 HMCES HMGB3 HMGN3 HNRNPA3 HOXA13 IMMP2L IMPA2 INSIG1 IPMK IRAK1BP1 ITGB1 ITGB6 ITSN1 KLF7 KRT36 LIG1 LMNB2 LONRF1 LRRC75A LURAP1 LYRM2 MAGED1 MAPK1 MAPKAPK2 MARCKSL1 MCEE MEGF9 MFSD13A MID1IP1 MIF MPV17L2 MRPL14 MRPL48 MTHFD2 MYBL1 MYO1B MZT2B NAA38 NDUFA11 NDUFAB1 NDUFAF7 NDUFB2 NDUFB4 NDUFC2 NDUFS4 NDUFS8 NEFH NIF3L1 NME6 NPAS2 NRGN NSMCE2 NTHL1 NUCB2 NUDT5 NUP133 PDCD1LG2 PDE6A PDXP PECR PELP1 PGAM1 PGK1 PHB1 PHLDB1 PIH1D2 PKM PLPP1 POLE3 PPFIBP1 PPP1R11 PRKRIP1 PSMA7 PSMD1 PSMG1 PSMG4 PTGIR PXMP2 PXMP4 RAB11FIP4 RBBP7 RBM15B RNF121 RNF141 ROCK2 SAMD14 SDR39U1 SEC14L5 SEC61G SEMA4C SENP1 SEPTIN8 SF3B5 SFMBT1 SLC17A6 SLC35B2 SLC9A5 SMDT1 SNF8 SNRNP25 SNX27 SPTSSA SRD5A1 SSX2IP ST6GALNAC6 STARD3NL STRN SUPT3H TAF11 TBCB TFRC TG TIMM8B TMEM107 TMEM209 TMEM237 TMEM256 TMEM41B TPD52 TPI1 TRAK1 TRAPPC2B TSN TTC9C UBE2K UBE2L3 UBE2M UBE2QL1 UBXN11 UCK2 UPK1A UQCR10 UQCRQ VAMP5 VAX2 VWA7 YES1 ZBTB3 ZNF414 ZNHIT1 GSE5455_HEALTHY_VS_TUMOR_BEARING_MOUSE_SPLEEN_MONOCYTE_24H_INCUBATION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5455_HEALTHY_VS_TUMOR_BEARING_MOUSE_SPLEEN_MONOCYTE_24H_INCUBATION_DN ABCB1 ABTB3 ACOT2 ACOT7 ADAM19 ADGRF1 ANKRD6 ARHGAP26 ARHGAP31 ARID5B ARMCX4 ASAP1 ASPN AXL B3GNT2 BAIAP3 BATF BBLN BMP2K BMP7 CACNA1D CAPG CARHSP1 CASP1 CASP4 CD200 CD79B CD80 CD83 CDV3 CEP19 CHST11 CKS2 CNIH4 COBLL1 COMMD6 CORO2B CSK CTLA4 CXCL13 CYB561 CYFIP1 DERA DIPK2A DNAJC24 DPP4 DUS2 DUSP4 DYNLT3 EBNA1BP2 EFHD2 EHD3 ELL2 ENDOD1 EPGN EVI5 FAM111A FAS FBXO4 FHL2 GABARAPL1 GADD45B GALNT14 GATA3 GFI1B GFOD1 GLRX GPM6B GRAMD1B GRHL1 H2AZ1 HAP1 HECTD2 HGSNAT HMCES HMGN3 HOXB4 ICOS IFI27L2 IGLC7 IGLL1 IKZF2 IL12RB1 IL17RB IL18 IL1R1 IL21 INPPL1 IRAK4 JARID2 KCNA3 KCNC2 KSR1 L3MBTL3 LBH LCLAT1 LEO1 LGMN LRIT1 LRRC72 LSM6 LUZP1 MAGED1 MAP3K5 MAP3K8 MAPKAPK2 MCM9 MINDY3 MNS1 MPP2 MRE11 MRPS6 MX2 MYB NANOS1 NBN NDC80 NIBAN1 NKG7 NR2F6 NRP1 NUPR1 OAS1 PDCD1LG2 PHETA2 PKP4 PLAAT3 PLAAT5 PLAC8 PLCL1 PLEKHB2 PLSCR1 PLXNC1 POGLUT3 POLE3 POMP PON3 PPP2R5C PRDM5 PRG3 PTPN3 RAB19 RABEPK RAPH1 RGL1 RIPK3 RNF149 RNF19A RNF19B RNF216 S100A4 SAMSN1 SAP30BP SCNN1G SLA SLAMF6 SLC12A2 SLC12A8 SLC17A7 SLC22A15 SLC24A3 SLC41A1 SOX4 ST3GAL1 STAC STK39 STX11 SYNGR2 SYP SYPL1 TAF12 TAMALIN TMBIM1 TMEM38B TNFRSF19 TNFRSF9 TNFSF11 TOX2 TRPS1 TRPV1 TTC39B TUB UBE2H UBE2L3 VPS45 VSTM4 WDR55 WFIKKN2 WNT10A YBX3 ZBED5 ZC2HC1A ZC2HC1C ZC3H12A ZC3H12D ZNF518B ZNRF1 ZSCAN2 GSE5455_HEALTHY_VS_TUMOR_BEARING_MOUSE_SPLEEN_MONOCYTE_24H_INCUBATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5455_HEALTHY_VS_TUMOR_BEARING_MOUSE_SPLEEN_MONOCYTE_24H_INCUBATION_UP ABCB11 ABCB6 ABHD14B ABLIM1 ABO ACOXL ACP3 ACTN2 ADAT1 AFF2 ARHGEF33 ARMC7 ARMC9 ASH1L ATG4C ATN1 BACH1 BBS7 BBS9 BCDIN3D BFSP2 BMP5 BOLL BRME1 BRMS1L CAP2 CCDC14 CDC42BPG CLIC5 COL11A2 COL23A1 CPSF6 CZIB DDX19B DENND11 DENND2C DLG1 DMBT1 DNASE1L1 DRC1 DRC3 DTX4 ERAL1 EXD1 EXPH5 F2RL1 FAM118A FAM120AOS FBXL4 FGFBP3 FGGY FNBP1L FOXRED2 FRY GDA GDPD1 GET1 GINM1 GLUL GOLPH3L GPRASP2 GUCY1A1 HAUS1 HCFC2 HID1 HIF1AN HOXA1 HOXD4 HP1BP3 HSD17B7 IGF2R IRAG1 ITGB3 JUP KAZALD1 KCTD6 KRT1 KRT10 LAMA3 LCA5 LRRC75B MAGEF1 MFSD3 MLLT11 MMP11 MOCS2 MRAP MSL1 MTCP1 MTG1 MYLIP MYO5B N4BP2 NDRG1 NDUFB11 NFE2L2 NGRN NICN1 NIN NIPAL1 NLRP6 NPC2 NSMCE1 OLIG1 OSGIN1 P4HA2 PADI1 PADI2 PADI3 PALS1 PANK3 PATZ1 PDE2A PDPR PLAUR PNCK PNISR PRKD3 PRRG1 PRRT1 PSD3 PSTPIP2 PTK2 PTPN21 PTS PYROXD2 RABGAP1L RBM4B RCAN3 RCN1 REEP1 RERE RFX2 RNF32 RO60 RPS6KB1 RSBN1 RWDD2A SELENBP1 SEMA4A SENP8 SFRP2 SH3YL1 SHE SLC16A10 SLC16A7 SLC25A27 SLC25A37 SLC29A2 SLC30A7 SMUG1 SNHG7 SORCS2 SPATA48 SPATS2L SPICE1 STX1A SUN1 SUPT7L TAFA3 TANC2 TBC1D16 TBC1D19 TBXA2R TDO2 TEC TENT5A TESK2 TLE4 TMCC3 TMED8 TMEM258 TMEM269 TNPO2 TPST1 TRIB3 TSPAN9 TTYH3 TUBB2A TUBB2B UHMK1 URGCP VAMP1 VANGL2 VPS13C VWA7 WDR48 WNT5B WTAP ZDHHC16 ZFC3H1 ZFP69 ZFYVE21 ZMYND12 ZNF329 ZNF397 ZNF629 ZNF764 ZNF879 GSE5455_HEALTHY_VS_TUMOR_BEARING_MOUSE_SPLEEN_MONOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5455_HEALTHY_VS_TUMOR_BEARING_MOUSE_SPLEEN_MONOCYTE_DN AATF ACSBG1 ACTN2 ACVRL1 ADAM8 ADCY3 ADCY6 ADGRE5 ADGRG3 ADPGK ANGPTL6 APPBP2 ARL4C ARMC7 ATP10A ATP1B3 ATP8B4 AXL B4GALNT1 BCL2L11 BEND5 BRI3 BST2 C15orf48 C21orf91 CA11 CAPG CCR5 CD226 CDC42EP4 CDR2 CISH CKLF COLGALT1 COPG1 CORO2A CPM CRIP1 CRYBG1 CRYBG3 CSRNP2 CTSW DAPL1 DENND5A DNAJC15 DOCK10 DPY19L1 DUSP22 EEIG2 EMP1 ENTPD1 EXOSC1 FAM110B FCGRT FOSL2 FRMD6 FRY GAB3 GALNT10 GFOD2 GGT1 GK5 GLIPR2 GPR18 GPR34 GSTO1 GZMB H3C14 HAAO HID1 HLA-DMA IDH2 IFITM2 IGFBP4 IKZF4 IL18RAP IL2RA IMP3 IMPDH1 INF2 IQGAP2 IRF4 ITGA4 ITGA6 ITGAE ITGB1 ITGB3 ITSN1 IZUMO4 KCNJ16 KLF13 KLF16 KLK8 KLRD1 KLRK1 L1CAM L3MBTL3 LAIR1 LBP LDB1 LFNG LMNA LRRC75B LRRC8A LYPD6B MATN2 ME2 MED7 MEX3A MRPS5 MTSS1 NCKAP1 NDRG1 NEB NHSL2 NIN NKTR NOD1 NPC2 ORAI2 OSM OTULINL P2RY14 PAQR8 PCSK1 PDE8A PDK1 PGLYRP2 PHYHD1 PIK3IP1 PIK3R1 PIK3R5 PPM1J PPP3CA PRKD3 PRPS1 QPCT QTRT1 RAP1GAP2 RASA3 RASGRP2 RCBTB2 RCN3 ROM1 RPL14 RPS5 RRAD RRAS2 S100A4 S1PR4 SARAF SELPLG SERPINI1 SIDT1 SIKE1 SLC17A9 SLC20A1 SLC2A3 SLC52A3 SMAD7 SNHG6 SOAT2 SOCS2 SORL1 SPICE1 SPON1 ST8SIA6 STK38 STK38L STMN2 STX1A SUOX SYBU SYP SYT8 SYTL2 TACC2 TAFA3 TAGLN2 TBX21 TBXA2R TDRP TENT5A TESK1 TGIF1 TIGAR TKTL1 TMEM41A TMEM64 TMPRSS13 TNFSF4 TTL UBXN11 UNC5CL USP22 USP48 UST ZC3H8 ZFC3H1 GSE5455_HEALTHY_VS_TUMOR_BEARING_MOUSE_SPLEEN_MONOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5455_HEALTHY_VS_TUMOR_BEARING_MOUSE_SPLEEN_MONOCYTE_UP ABAT ABCB9 ADAMTS3 ADPRM AGPAT3 ANG ANGPTL2 ANXA3 AREL1 ARFGAP3 ASAP2 ATOSA ATP6V0D1 BAZ1A BCL6 BET1 BMAL1 BMP2K C1QTNF4 C3orf14 CACNA1S CASP4 CBR4 CD160 CD300LB CDK5R1 CEBPA CELA1 CFAP126 CFAP157 CLCN5 CMSS1 COLCA1 COPRS CORO2B CPEB1 CRAT CRPPA CST7 CTSB CXCL10 CXCR5 CYB5D2 CYSLTR2 DCAF7 DCUN1D4 DDX28 DENND4C DHCR7 DHRS3 DOCK6 DYNLT3 ECHDC3 EGLN3 EIF4ENIF1 EPDR1 EVI2A FAM241B FAM43A FAS FCRL1 FRMD4B FYN GALNT2 GDPD5 GFI1 GGT7 GPR137B GSTM4 GZF1 HAP1 HCFC2 HHEX HMOX1 HNRNPLL HSF4 IFT43 IKZF2 IL21 IL4 ISG20 JAK2 JDP2 KCNA3 KIAA0753 KLHL4 KRT222 KRT85 KSR1 LAMP2 LMO4 LPP LRRC72 LY96 LYL1 MAN2A1 MAPRE2 MEF2B MGRN1 MMD MPP1 MYO18A NADK2 NDNF NFATC1 NRGN NTRK3 OAZ2 OSBPL6 OTUB2 OTUD7B PAIP2 PBX3 PDE3B PITPNM2 PLA2G15 PLAAT3 PLD1 POGLUT3 POU2AF1 PPP1R16B PPP3CC PRKAG3 PRXL2B PTPN13 PTPN5 PTRH1 PXMP4 RABGAP1L RBMS2 RDH12 RGCC RNASET2 RNF128 RNF157 RNF19A RYR1 RYR3 S100A11 SAMSN1 SCCPDH SENP8 SERINC5 SETD4 SGIP1 SGSH SH3RF1 SIX5 SKAP2 SLAMF6 SLC11A2 SLC22A15 SLC26A11 SLC43A1 SLC45A4 SLC46A1 SLC9A9 SMCO4 SNAI2 SNX10 SNX2 SNX8 SORD SPTBN2 SQOR ST6GALNAC1 STK39 STXBP1 SYDE1 TASP1 TIRAP TLR6 TMED8 TMEM140 TMEM38B TMEM86A TNC TOR2A TOR4A TRIM36 TRPM6 TTC16 TTC8 TTLL5 TUBB2B TUSC2 TXLNB UBAC2 UMAD1 VAMP5 VIPAS39 VSIR ZC4H2 ZFP41 ZMAT3 ZNF518B ZNF76 GSE5463_CTRL_VS_DEXAMETHASONE_TREATED_THYMOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5463_CTRL_VS_DEXAMETHASONE_TREATED_THYMOCYTE_DN ABCC5 ACP3 ADAMDEC1 ADI1 ADSL AKAP12 APLP2 ATRX AVPR2 AXIN2 BCL2 BCLAF1 BLCAP BMPR2 BSCL2 BUB1 CA6 CAPRIN2 CCDC90B CCL21 CCNA1 CCR3 CCS CD81 CDADC1 CDC26 CDT1 CEBPB CHRNA6 CNBP COL1A1 COPS5 COPZ2 CPA3 CPQ CRNKL1 CRYGC CSTF1 CTNNB1 CYB5A CYTIP DCK DCN DDIT3 DDOST DDX3X DEFB4A DHX40 DLD DNAJC1 DNAJC7 DNAJC8 DPEP3 DUSP9 EDA EIF2AK2 EIF2S3 ELL2 EMC2 EMG1 ENSA EPC1 EPCAM ERCC4 ESD FKBP5 FMR1 FNTA FRMD6 FUT8 G3BP2 GABPA GADD45A GALR1 GLCE GMNN GOLPH3L GRAMD2B GRIK2 GSR H2AC21 HIGD2A HNRNPU HOXB13 HOXD10 HSP90B1 HTR4 IDO1 IL12RB2 IL7R ILKAP IRGM KCTD12 LIN7B LMNB1 LMO4 LRIG1 LSR MAN1A1 MARCHF7 MDM1 MIOS MKI67 MRPL58 MTDH MTERF2 MYCBP NAT1 NCKAP1L NDRG3 NFIL3 NIPBL NMD3 NPC2 NR3C1 NRGN NSA2 NSMCE3 NXPH1 PEX19 PGRMC1 PLA2G12A PLAUR POLA1 POLDIP3 POMP PON2 PPIG PRIM2 PRX PSMA6 PSMD14 PTPN22 PTRH1 QKI RACK1 RAD51AP1 RAP2B RASSF2 RBBP7 RBBP9 RBM26 RC3H2 RFC3 RNASEH2A RNF4 RNF7 RPAP3 RPS14 RPS29 RSL1D1 RSRP1 RTRAF SATB1 SCN9A SELENOW SERPINE1 SGK1 SH3RF1 SLC25A36 SLC2A5 SLC7A11 SLC7A9 SMC3 SNAP91 SOX11 SPRR2A SPTSSA STMN3 STMN4 TAF1C TCOF1 TERF1 TFPT TIMM17B TMED10 TMEM191C TMOD3 TNFAIP3 TOX4 TRAPPC12 TRAPPC3 TRIAP1 TUB TULP4 UBN1 UBR7 UNC5C UQCRHL USP1 USP18 USP34 VAMP4 VPS54 WDFY2 WDR45B WDR81 XRCC6 YES1 GSE5463_CTRL_VS_DEXAMETHASONE_TREATED_THYMOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5463_CTRL_VS_DEXAMETHASONE_TREATED_THYMOCYTE_UP ABCD1 ADCY6 AGPAT5 AHNAK ALCAM ALDH3A1 AP1B1 ARHGDIA ARID3B ASB6 AZIN1 B3GNT2 BCL10 BHLHE40 BIN1 BOLA3 BRI3 BYSL C16orf74 C1orf52 CACNA2D1 CAMSAP1 CBX4 CD1D CD27 CD37 CD52 CD74 CDK4 CDKN2C CDR2 CIAO2B CIC CISD1 CLIC4 CMAS CMTM6 CMTM7 COL12A1 COPE COX17 CRELD2 CRY1 CS CSNK1E CTSW CXXC5 CYTH1 CYTH2 DBP DIPK2A DNAAF5 DPAGT1 DUSP12 EIF1 EIF3G EIF4A2 ERBB3 F2RL3 FAM53A FARSB FKBP1A FNBP1 GABARAPL2 GALNT2 GDI1 GPCPD1 GPSM3 GRB7 GRK2 GTSE1 H2AB2 HDAC7 HDHD2 HIBADH HLA-DQA1 HMGCS1 IFNAR2 IGF2R IL27RA IL2RA IL4R IRF6 IRS2 JKAMP KCNMB1 KIAA1191 KIAA2013 KLF10 KLF3 LAMB3 LASP1 LATS2 LCP1 LCP2 LGALS1 LONP2 LPIN1 LRRC58 LSM3 LTB LTBR MAFF MAP1LC3A MAP2K6 MAP3K1 MAP4K1 MAPK7 MBD1 MGST3 MLX MPRIP MPV17 MSMO1 MYOZ1 NDEL1 NDUFB10 NEK2 NELFE NFKBIB NR2F6 NTN1 NUDT3 OSBPL5 P2RX1 PAFAH1B2 PDCD7 PDZD11 PHB2 PIM3 PKNOX1 PLEKHO1 PNKP POLE4 PPTC7 PSMD13 PSTPIP1 RBM4B RCC2 RDH11 REX1BD RGCC RGL2 RNF5 RPL22 S100A11 SELPLG SEMA7A SEPSECS SEPTIN9 SIAH1 SIRPA SLC20A1 SLC25A11 SLC35B1 SLC35C2 SLC4A2 SMAD4 SMS SMTN SOCS1 SOX17 SOX4 ST3GAL4 STAT1 STK3 STX2 TAF8 TAGLN2 TAP1 TBC1D1 TCF20 TDRP TGDS TGFB1 TGM3 TIMM10 TLK2 TMEM230 TNFRSF1B TNIP1 TNPO2 TOP2B TP53 TPRG1L TRAK1 TRAPPC2L TRAPPC5 TRIR UBE4B UBXN8 UGCG UNC45A VAV2 VPS37B VPS72 VTA1 WDR48 YWHAH ZFPM1 GSE5503_LIVER_DC_VS_MLN_DC_ACTIVATED_ALLOGENIC_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5503_LIVER_DC_VS_MLN_DC_ACTIVATED_ALLOGENIC_TCELL_DN AAMP ABCB1 ABHD12 ABHD17A ABTB3 ACCSL ADAM17 AEBP2 AFP AIRN ANKRD39 ANTKMT AR ARF6 ARFIP1 ARHGAP30 ARHGEF4 ATP1B1 ATP6V1H AVEN BANK1 BCLAF1 BDH1 BMAL1 CAB39 CBR1 CCPG1 CD37 CD38 CD3E CDIP1 CDR2 CHMP1A CKLF CNN2 CNP CREBL2 CSNK1G1 CSNK1G2 CSRNP2 CXorf38 DDI2 DEGS1 DENND11 DGAT1 DLGAP4 DYNLRB1 ECEL1 EEF1AKMT1 EEF1G EIF2AK3 EIF2B4 EPM2AIP1 EZH1 FAAH FAM50A FBXL12 FDFT1 FNBP1 FOXN3 FRS2 FXYD5 GAK GOSR1 GPATCH8 GTF2H1 GTF2H2 HIGD2A HMGCR IFFO2 IFIT3 IL21R IL27RA IMP4 INPP4A INPP5F KLC1 KLHDC2 KLHL28 KLK8 KXD1 LETM1 LIMK2 LRP10 MACIR MAN2B1 MAP3K5 MARCO MAVS MCUB MERTK MFSD5 MIEN1 MINDY3 MKLN1 MLH3 MRPL22 MRPL24 MRPL32 MRS2 MTSS1 MVB12A MZB1 NAB2 NAE1 NCK1 NCOA6 NDRG3 NFKBIE NLK NLRC3 NRBF2 NSMCE3 NTRK3 NUP43 NXF1 OCIAD1 ORMDL1 PATL1 PDZD8 PEDS1 PGAP1 PHF23 PHF5A PHTF1 PICALM PIGO PLTP PNPLA7 PPCS PPP1CA PPP1R17 PRMT2 PSD4 PSME1 PYCARD RAB3GAP1 RABIF RAF1 RAP2B RCSD1 RGS5 RHOG RHOH RIGI RNF114 RNF167 RPL18A RRAS2 SACS SAT1 SDHAF1 SEC11A SELENOS SH2D3C SIKE1 SLC9A9 SLFN13 SNHG3 SPATA2 SPP1 ST8SIA6 STAT4 STMP1 STX6 SZT2 TASOR TBPL1 TBXA2R TCOF1 TEN1 TEX10 TEX264 THADA TLK1 TMCC3 TMEM127 TMEM128 TMEM199 TMEM258 TNFRSF18 TNFRSF1B TNKS2 TNRC6C TOMM70 TOX4 TP53BP2 TRADD TRMT1L TTC14 USP18 VAPA WSB2 XDH YIF1A ZFP82 ZNF142 ZNF672 ZNF707 ZNF790 GSE5503_LIVER_DC_VS_MLN_DC_ACTIVATED_ALLOGENIC_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5503_LIVER_DC_VS_MLN_DC_ACTIVATED_ALLOGENIC_TCELL_UP AARSD1 ABLIM3 ACSM3 ACVR2B AGO4 AIRE AKNAD1 ALDOC AMPD2 ANKRD13B ANXA4 AP2A1 AQP4 ASAP2 ATAD5 ATG4C B3GNT8 BAG6 BASP1 BCR BICDL2 BTK BUB1 C8A C9 CA9 CACNA2D1 CAPZA3 CARD19 CBLN2 CBX5 CCDC54 CCER1 CCL21 CDH10 CDK4 CENPF CHAD CHAF1B CHKA CHRNA5 CHRNA6 CIP2A CIRBP CIT CKAP2 CLSTN2 COL27A1 COL4A2 COX5A CRB3 CRTAP CSGALNACT1 CTC1 CXXC5 DEPTOR DGCR6 DIO2 DLG3 DMBX1 DNM1 DOCK7 DTNBP1 DYNLT2B E2F1 EDIL3 EFHC2 EIF4A1 EIF5A ELAPOR2 EMILIN2 ERCC6L FAM110A FBXW12 FES FOXF1 FOXRED2 FXYD2 FXYD6 GAD1 GADD45A GATAD1 GDAP1L1 GFI1B GJA1 GJB1 GMPR GNA15 GPR17 GSTM2 GTF2IRD1 GTSF1 H2AZ1 HAGHL HAND2 HDGF HP HSD3B2 HSPA12B IL11RA INAFM1 INCENP KIF23 KRT8 LAIR1 LEP LMNB1 LMNB2 LSM7 MACROH2A1 MAGEL2 MAPK6 MC5R MCCC2 MDFI MFGE8 MFSD12 MOV10 MRPS28 MYCT1 MYOF NCAPG NEDD4 NEK2 NPTX1 NR4A2 NRM NXF2 ODF3B OPRM1 OR10AD1 ORC6 P2RX1 P4HB PAICS PAK6 PCDH10 PCDH7 PCNT PDE11A PDZK1IP1 PEX7 PHGDH PHKA1 PIH1D2 PPA2 PPIA PPP1R1A PPP2R5D PRMT8 PROX2 PRR12 PRSS58 PTMS PXT1 RAC3 RACGAP1 RAD50 RGS1 RNASE2 RNF217 RSPH3 RTKN SCARB1 SERINC3 SGSM3 SIRPA SLC16A2 SLC7A8 SMARCC1 SMC1B SNX22 SOX12 ST6GALNAC6 STAG3 STEAP2 SUMO3 SYCP1 SYNGR1 TEX37 TGFB1 TMEM38B TMEM39A TMEM41A TRAIP TRIM40 TRIM44 TSEN2 UNC13B UQCC6 VAMP5 VLDLR WFDC2 WNT6 WWOX XRCC2 ZDHHC16 ZFHX3 ZNF22 ZNF518B GSE5503_LIVER_DC_VS_PLN_DC_ACTIVATED_ALLOGENIC_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5503_LIVER_DC_VS_PLN_DC_ACTIVATED_ALLOGENIC_TCELL_DN ABCB10 ADAM9 AKIRIN1 ANKIB1 ANKLE2 AP1AR API5 ARF6 ARHGAP19 ARHGAP26 ARL6IP6 ASCC3 ASXL1 ATAD1 ATG2B ATG4A ATP1B1 AZIN1 B4GALT6 BIRC6 BLM BLOC1S4 BLTP3A BUB1 C1orf74 C3orf14 C9orf85 CAAP1 CACNA1D CASP8AP2 CBX4 CCDC93 CCT5 CDK8 CEMIP2 CEP43 CHCHD1 CHST11 CHSY1 CLPTM1L CNOT7 CSTF3 CTNS CUL4B CYLD CYP39A1 CYRIB DCTN4 DDI2 DGAT1 DHX33 DNA2 DNAJC24 DOLK DSP DTWD1 DYNLT2B EDEM3 EIF2B4 EIF3E ELP1 EMB ENDOD1 ENTPD7 EPM2AIP1 ERCC6L ERO1B EXOG F10 FAM120A FAM20B FAM91A1 FGL2 FKBP1A FRS2 FUBP1 FUCA2 GAR1 GNL3 GOLGA4 GORASP2 GSPT2 HDLBP HELLS HIC2 HINFP HNRNPUL2 HSP90B1 HSPA4 HVCN1 IRAK4 KBTBD7 KBTBD8 KRR1 L3MBTL3 LIN9 LPAR2 LRIF1 MAP3K1 MAPK7 MAVS MCU MED17 MED4 MED6 MFSD11 MGAT2 MMD MPP7 MRPS9 MSL3 MTMR4 MTMR6 MYO5A NAE1 NCF1 NOL8 NSUN3 NUBP2 OAZ1 OPA1 OTULINL PAIP1 PARL PDCD10 PDIK1L PHLDB2 PHTF2 PLEKHA1 PLEKHF2 PLG PLK4 PNKD PNPLA7 POGLUT2 POLR1A POLR1D POLR1F PPRC1 PTCD3 QRSL1 QTRT2 RAB5IF RAPGEF6 RBM27 REEP5 RPL5 RSBN1 S100A11 S1PR3 SAP130 SCIN SCPEP1 SERAC1 SGK3 SLC33A1 SLK SMAP1 SMARCD2 SNRNP200 SRF STYX SUPV3L1 SUZ12 SYNJ2 TASP1 TCN2 THAP12 THOC7 TIRAP TM6SF1 TMEM165 TMEM170B TMEM50B TMEM69 TSHZ1 TUSC1 TXNDC9 UBA5 UBR3 UMAD1 UNC93B1 USP9X WAPL WDR20 WDR36 WSB1 XDH YME1L1 ZBTB18 ZBTB34 ZBTB44 ZDHHC5 ZFP82 ZFYVE26 ZNF330 ZNF639 ZNF654 ZNF706 ZNF708 GSE5503_LIVER_DC_VS_PLN_DC_ACTIVATED_ALLOGENIC_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5503_LIVER_DC_VS_PLN_DC_ACTIVATED_ALLOGENIC_TCELL_UP AAAS ABCA2 ACO2 ADGRL4 ADIPOR2 AGPAT2 AKAP8L ALDH7A1 ANGPT1 ANKRD13A APOE APPL2 ARHGAP33 ARHGEF39 ARMC7 ATAT1 ATF4 ATP11B BAMBI BATF2 BEST1 BRD2 BTRC BZW2 C5orf15 CARM1 CAVIN3 CCND3 CEL CERS4 CHERP CHRNA6 CIRBP CISH CNOT6L CNPY3 COL16A1 COMMD3 COMMD4 COMT CPVL CSDC2 CSGALNACT1 CSRNP1 CTSD CYP2J2 DALRD3 DAPP1 DDX39B DELE1 DEXI DNTT DTNA DUSP4 EBF3 EHMT2 ERN2 ESAM F2R FADS2 FAM184B FCGRT FGD5 FGFR1 FLT4 FRG1 FTH1 FYB1 FZD8 GABARAPL1 GATAD1 GBA2 GDI1 GEMIN7 GGN GKAP1 GLT8D2 GNG2 GTPBP1 HLA-DOB HMG20B HMGB3 HPCA HSPA12B ICAM2 IPO4 IRGQ ISG20 JAG2 KBTBD11 KDM6B KLF6 KRT18 KTI12 LARGE2 LCE2B LETM2 LTBR LZTS2 MAP1LC3A MAP2K2 MAP4K1 MBD6 MRPS21 MSI2 MUC13 MUSTN1 MYCT1 NAPRT NEXMIF NFE2 NFIC NRIP1 NRM NRROS PADI4 PBX4 PCED1A PDE9A PDLIM2 PEX5L PGGHG PHKG1 PHKG2 PHLDA2 PHOX2B PLA2G12A PLD2 PLK3 PLSCR4 PML POLE3 POLR3D PPP1R17 PRAF2 PRKAG1 PRR36 PRRC2C PSENEN RAB10 RAB38 RABAC1 RALYL REX1BD RFC2 RGS12 RHBDD2 RING1 RNF180 RPL30 RPLP0 RPS29 RPS6 RRP1 RUNX2 SAPCD1 SCN3B SCRN2 SDSL SELENOW SENP6 SGSH SKIC2 SLC12A7 SLC22A3 SLC25A23 SMAGP SOCS3 SPI1 SSTR3 STAT4 SYT1 SYT2 TBRG1 TBXAS1 TFR2 TIE1 TLCD4 TLN1 TMEM222 TMEM37 TMUB1 TNFAIP3 TONSL TOX TRAPPC9 TRIM47 TRPC4AP TSSC4 TTC39B UBE2S UBXN6 UQCR11 WBP2 WIPI1 WIPI2 ZFHX3 ZNF23 ZNF414 GSE5503_LIVER_DC_VS_SPLEEN_DC_ACTIVATED_ALLOGENIC_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5503_LIVER_DC_VS_SPLEEN_DC_ACTIVATED_ALLOGENIC_TCELL_DN ACBD4 ACRBP AGBL4 AIP ALDH18A1 AMBRA1 ANLN APOBR ARHGAP25 ARHGAP45 ATP6V0B ATP6V1B2 BICD2 BNC2 BNIP2 C1orf52 C1orf74 CAMLG CARD19 CCNB1IP1 CCR1 CDK14 CETN1 CHST12 CLN3 CNOT11 COG3 COG7 COMMD1 COX11 CREBBP CSF2 CTPS1 CX3CR1 DBI DBNL DCTN4 DDX11 DDX31 DENND2B DEPDC1B DGKQ DHODH DHRS3 DIAPH2 DNAAF2 DNAJA1 DNAJC3 DYNLRB1 DZANK1 EED EIF3L EMC1 EMC3 ERRFI1 FABP5 FAM219B FANCB FANCD2 FANCM FBLN2 FBRSL1 FBXO32 FHIP2A FOXD4L1 FXR1 FYTTD1 GALNT4 GGNBP2 GLRX3 GMPPB GNMT GOLGA4 HCLS1 HEY2 HLX HSD17B7 HSPB1 IFI30 IFIT1 IFNGR1 INCENP INHBA ITGB7 KBTBD3 KCNC1 KCNIP3 KIF1C LIMK2 LIN9 LTO1 MAN2A1 MARS2 MARVELD2 MCF2L MED10 MED11 MED17 METTL21A MIA2 MRS2 MYCBP NCALD NCBP2 NETO2 NHERF4 NLRC3 NMT2 NRBF2 NUP133 NUP155 OTUD5 PBXIP1 PDCD1LG2 PEDS1 PHF1 PIGF PIGH PIK3CG PIR PKD2L2 POGLUT3 POLR1E POLR3F PPIP5K1 PPP1R12C PPP2R5E PRXL2B PSD4 PSMA2 PSMB4 PTPRCAP QTRT2 RAB5C RABIF RACGAP1 RAP2A RBBP7 RFNG RIPK1 RNF128 RNF19A RNPEPL1 RPL13 RPL39 RPRD2 RPS11 RPS8 RTRAF RUFY3 SCFD2 SCML4 SEC63 SELENOS SERTAD4 SETD2 SETD4 SIK2 SIRT1 SLC11A1 SLC30A9 SLC52A2 SLC66A3 SPAG16 SREBF1 STMP1 STRADB SUV39H1 TAF8 TBPL1 THAP7 TIAM2 TIMM17B TMEM120A TMEM258 TMOD4 TNFAIP1 TNIK TPM3 TRIM41 TSR1 TTC39C TUBB2B TXNIP UBE4A UBR2 ULK3 USP40 UTP15 VIRMA VPS25 WDR26 WSB2 WWP2 YPEL3 ZBTB32 ZBTB48 ZNF628 ZNF652 ZNF800 GSE5503_LIVER_DC_VS_SPLEEN_DC_ACTIVATED_ALLOGENIC_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5503_LIVER_DC_VS_SPLEEN_DC_ACTIVATED_ALLOGENIC_TCELL_UP AAGAB AARS2 ABHD11 ABHD15 ABLIM3 ACKR2 ADA ADI1 ADSL AK4 ALDH7A1 APLN ARL2 ARL4A ARMCX6 ARRB1 ASAH2 ASB15 AUNIP B4GALT2 BAG2 BCR BRCA2 C2orf50 C8A CACNA2D4 CACNB2 CAPN5 CAPSL CARMIL1 CC2D2A CCDC3 CCN4 CD79B CDK2 CDK4 CHAF1B CHGA CHRNA4 CIART CISH CKAP2L CLDN3 CLSTN2 CNIH1 CNKSR2 COPS5 CPA3 CPM CSTPP1 DAB2 DCLK2 DDR2 DDX42 DDX50 DGKG DHCR24 DNAJC21 DNM1 DNTT DTNBP1 E2F6 ELAVL1 ESAM EXOC3L1 F8A1 FADS6 FAH FAM110A FAM110C FAM170B FBXO16 FOXF1 FRA10AC1 GABRR1 GAD1 GADD45A GAK GALK1 GATAD1 GNA15 GNGT1 GSR GSTM2 HACD1 HDGF HEBP1 HOXA7 HSD17B12 IFT81 INSRR IQSEC2 IRF6 ISLR JSRP1 KHDRBS3 KIAA1522 KRT26 KRT8 LHFPL2 LONRF2 LRRC26 LRRC8D LRRN4CL LRRTM3 LSM3 MAGED2 MAK MAOA MAPK6 MCTP1 MFSD12 MINDY4 MMP11 MRPL2 MTX2 MYO1D MZB1 NFAM1 ODF3B OR51B2 OR51E1 P2RX1 PADI4 PAK6 PCBP2 PCDH7 PCLO PCSK4 PDE8B PDP2 PDXK PDZK1IP1 PECR PIH1D2 PINK1 PKM PLCG1 PLIN3 PLXNB2 POM121L12 PPA2 PPP1R17 PPP4R4 PRPF40B PRR12 PRSS58 RAB10 RACK1 RAI1 RBM28 RENBP RHBDL3 RILP RNF122 RPL28 RPL9 RYK S100B SCRN3 SEMA6C SETDB1 SHISAL1 SIRPA SLC2A10 SLC30A4 SLC35C2 SLC35E4 SLC45A4 SLC5A2 SLC7A8 SLC9B2 SMC1B SPATA17 SRPX2 SRRT SSC5D STARD10 STAT5A STEAP2 STX3 SYCP1 SYT2 TBC1D9 TCEAL1 TEKT1 TET1 TEX30 THOC3 TMEM200A TNNI3 TOMM40L TTYH3 TXNL4A VAX1 VPS18 WDPCP XKR8 ZNF771 ZSWIM7 GSE5503_MLN_DC_VS_PLN_DC_ACTIVATED_ALLOGENIC_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5503_MLN_DC_VS_PLN_DC_ACTIVATED_ALLOGENIC_TCELL_DN AACS ABHD2 ABI2 ABL2 ACBD4 ADGRB2 AFF3 AGO1 AKAP13 ALKBH5 ANKLE2 ANKRD45 AP2A2 AP3M2 APC2 APCDD1 ASXL1 ATF7IP ATP7A ATXN2 BACH2 BANK1 BCL2L11 BIRC6 BLNK BLTP3A BMP2K C1QBP C2orf88 CADM1 CAMK1D CASS4 CCDC93 CD36 CD79A CDIPT CHFR CHRNA2 CHST15 CISH CLCN3 CNTD1 COL19A1 CPSF7 CRACDL CREBBP CTNND2 DHX30 DHX33 DYNC2H1 DYRK2 ENDOU EPHA2 ESR1 FAM120A FAM120AOS FAM174B FAM78A FAM8A1 FCN1 FHIP2B FLCN FOXN3 FOXO1 FSHB GAL3ST1 GBP6 GPSM1 GRAMD2B GRAP HARS1 HELZ2 HGH1 HMGCS1 HOXB13 HOXD9 HSD17B7 HSPH1 IL2RA IL7R ITPR1 ITSN1 KBTBD11 KCNJ5 KCTD5 KIAA0930 KRT16 LGALS4 LGI3 LPAR1 LPAR2 LY6D MAML1 MED1 MED13L MEF2D MGST2 MIDEAS MLH1 MTMR9 MYB MYH1 NDP NEK5 NOTCH1 NPHS1 OPA1 PARP1 PARP14 PDE2A PDS5B PEAK1 PGR PIERCE1 PIK3AP1 PIP4K2A PKIG PLCG1 PLEKHA2 PLEKHA7 POLH POMGNT2 PPARD PRDM2 PRKCA PRKCB PTGDR2 RAB43 RAD18 RAPGEFL1 RASGRP3 RASSF9 RBM10 RBP2 RBP7 RNF157 RNF38 RSPO4 S1PR3 SAPCD1 SCCPDH SDC4 SEC61A1 SEMA4A SEMA4D SH2D5 SHMT1 SLC15A3 SLC38A1 SLC38A2 SLC7A1 SLCO4A1 SLFN13 SNHG7 SRPK1 SRRM2 ST8SIA1 STING1 STK10 STRA6 TACR2 TBC1D16 TBL1XR1 TBX15 TBX6 TCN2 TENT4B TIAM1 TLE1 TMCC1 TMEM109 TNFRSF17 TNRC6A TP53INP1 TRAF3IP2 TRIM25 TTC13 TXNIP TYRO3 UBA6 UBE4B UBP1 ULK4 UPF2 USP34 USP42 USP7 VPREB1 WASL WDHD1 WNK1 XPO7 ZC3HAV1 ZEB1 ZFP36L1 ZFX ZGRF1 ZNF296 ZNF329 ZNF397 GSE5503_MLN_DC_VS_PLN_DC_ACTIVATED_ALLOGENIC_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5503_MLN_DC_VS_PLN_DC_ACTIVATED_ALLOGENIC_TCELL_UP ACSF3 ACSS2 ACTN4 ADAMTS1 AFAP1L1 AKAP8L ALDOC ANAPC10 APBA3 APOO APP ARHGAP12 ARHGAP6 ARMCX6 ASCC1 ATF4 ATP5F1D BAZ1B BBS4 BTG2 BUB1B C12orf71 CBY1 CCL4 CCNA2 CCSER1 CD274 CDADC1 CDCA2 CEBPA CELA1 CENPV CEP72 CHCHD5 CKS2 CORO1B COX8A CRELD1 CRIM1 CRLF2 CTSG CXCL3 DAPK3 DCAF4 DDX39B DENND1A DEPDC1 DEPDC1B DFFA DHRS4 DNAH12 DUSP2 EME1 EPB41L3 ESAM ESCO2 EXOC4 FADS2 FAHD1 FAM114A2 FARS2 FBXL14 FBXO17 FGL2 FMC1 FSTL1 FXYD1 G6PC3 GADD45A GAS8 GBP2 GCLM GORASP1 GPC5 GPRASP2 GPSM2 GSTM5 H1-0 H3C4 HACD4 HIGD2A HLF HNMT ICA1 IER3IP1 IFT81 IL11RA IL1R1 ING2 IQGAP3 IRAK1BP1 ISG20 ITFG2 ITGA6 ITIH5 JOSD2 JPT1 KIF18B KIF23 KIF2C KIZ KLF12 KNSTRN KYAT1 LAIR1 LYPD6B MAP2K3 MASTL MC5R MED8 MICALL2 MIS18BP1 MPO MRPL33 MRPL34 MUC13 NABP2 NAT9 NDC1 NEAT1 NEIL3 NICN1 OAF ORMDL3 OTUD3 OXGR1 PAFAH2 PAQR5 PGK2 PGLYRP1 PHF12 PHLDA1 PIGM PIK3CG PIMREG PLSCR1 PNCK PPFIBP2 PRKG1 PRRC2A PRTN3 RACGAP1 RAD54B RAP2A RBX1 REEP4 REX1BD RGS3 RHOBTB3 RNF144B RNF167 RNF220 RNF5 RPIA RSPH3 SAV1 SDHC SDR39U1 SERPINF1 SGO2 SH3GL1 SKA1 SLC1A5 SMIM11 SNRNP27 SNX15 SNX7 SOCS3 SPNS2 ST3GAL2 SUGT1 TACSTD2 TADA3 TBC1D31 TCEAL1 TIMM10B TJP3 TMEM43 TNFAIP3 TPX2 TRADD TRAPPC3 TRIM3 TRIP10 TRPC4AP TSSC4 TTC38 TUBB2A TWSG1 USB1 VIM VLDLR WBP1L YRDC ZC3H7B ZCCHC17 ZFPL1 ZNF821 GSE5503_MLN_DC_VS_SPLEEN_DC_ACTIVATED_ALLOGENIC_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5503_MLN_DC_VS_SPLEEN_DC_ACTIVATED_ALLOGENIC_TCELL_DN ABCB6 ACP5 ACSS1 ACTL6A AKAP1 AKIRIN1 ANKRD37 AP1AR APAF1 APPL1 ARF5 ARHGAP12 ARHGAP19 ARMC6 ASH2L ATF7 ATG4B ATL2 ATP2A3 ATP6V1C1 B3GNT2 BEND3 BMP2K BUD23 BYSL C20orf85 C8orf82 CARHSP1 CCDC124 CCDC71L CCNE2 CCT8 CD37 CD5 CENPE CEP41 CHID1 CHP1 CIAO3 CLDN18 CNIH2 CPLX2 CRIP2 CSE1L CSNK2A1 CTPS1 DBF4 DDX41 DENND1B DHPS ECSIT EIF2S1 ELAC2 EME2 ENDOD1 ENDOU EPRS1 EZH2 FAM3C FASTKD2 FBXL5 FDPS FOXO1 FRYL FXR1 GAS2L3 GCN1 GIN1 GPSM2 GRB10 HBS1L HCRTR2 HDAC3 HDAC8 HIBCH HROB HS3ST4 HSPH1 IFI30 IGFBPL1 ILF2 IPCEF1 KIAA0040 KRAS KRTAP20-2 LHFPL6 LMO3 MAN1A2 MBD2 MCPH1 MDN1 MED10 MEGF9 MLANA MLH1 MLLT3 MLX MOB4 MPHOSPH9 MRPL1 MRTO4 MSN MTAP MTHFD2 MTRES1 MTREX MUS81 MYCBP MYL10 N4BP2 NABP1 NDUFAF4 NKAP NR1D1 NUP35 ORC5 OXNAD1 PAIP1 PARD6A PAX5 PCED1B PDCD1 PDE2A PIF1 PIK3AP1 PLA2G1B PLEKHA2 PLEKHG2 POC1A POLR2D POLR3B POU2F1 PPIH PPM1G PPP1R11 PREP PRPF4 PRPF4B PRR11 PSMD2 PSMF1 RAB35 RAD51AP1 RAD51C RARS1 RASL11B RB1 RBM27 RBM44 REEP4 RIF1 RNPC3 RRAS2 SANBR SAPCD1 SBK1 SDC4 SGPP1 SLC22A14 SLC4A7 SLFN12 SMTN SNIP1 SNRNP40 SRFBP1 SRPK3 ST8SIA6 STK11 STRBP SUMF1 SUV39H1 TASP1 THAP12 THBD TIAM1 TIMM9 TLNRD1 TMCC1 TMEM177 TMEM183A TMEM209 TMEM245 TMEM26 TMEM263 TRAIP TRAPPC2 TRAPPC8 TRIAP1 TTC32 UCP2 URB2 VPS13D WDR35 YARS1 YOD1 YTHDC2 ZBTB6 ZC3H8 ZNF274 ZNF296 GSE5503_MLN_DC_VS_SPLEEN_DC_ACTIVATED_ALLOGENIC_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5503_MLN_DC_VS_SPLEEN_DC_ACTIVATED_ALLOGENIC_TCELL_UP ABCA8 ABHD14B ACRBP ADAMTS1 ADI1 ALDH7A1 ANXA2 ANXA4 ARHGAP42 ARHGAP9 ARHGEF4 ARID4A ATF7IP AZI2 B2M BCL2 BCL2L2 BMPR2 BTBD3 C2orf50 CALCRL CAMK2G CARM1 CBFA2T2 CCDC157 CCL5 CCNL1 CD33 CD48 CDC42SE1 CELA1 CFAP20 CFP CHD3 CHRNA1 CLDN7 CLEC4E CLUAP1 CNN2 CRB3 CREB3L1 CTBP2 CTSF CYFIP2 DAGLB DDX3X DEF8 DNAJC6 DNAJC9 DNMBP DOCK7 DPP7 DTNBP1 DTX4 DUSP2 DUSP5 DYNLRB2 ECH1 ECI2 EID2 ENC1 ENG ERN1 ESAM EXOC6 FANCD2OS FBXO17 FBXW4 FER FKBP9 FZD7 G6PD GAB3 GABRR1 GALNT2 GAMT GATM GIMAP6 GPRASP2 GRAMD1A GRP GSE1 GSTO1 GTF2IRD2 GTF3C1 HAND1 HPN HPSE HSD17B11 HSPA12B ICAM1 IDH2 IKBKG IL21R IL31RA INTS6L ITPRIPL2 JAK1 KCNK12 KLHDC10 KLHDC8A KLHL7 KYAT1 LAIR1 LDB1 LGALS8 LRRC3 LRRC56 MACROH2A2 MAEA MAGED1 MAP3K20 MAP4K1 MAPK7 MBP METTL3 MFAP2 MGAT5 MORN4 MPEG1 MRTFA MSRB2 MTFR2 MTUS2 MYCBP2 NAGA NBEAL2 NCKAP1L NFIC NOPCHAP1 NRM NTAQ1 OGFRL1 PALD1 PANK2 PAQR5 PFN1 PLD4 PLSCR1 PNPLA2 PPP1R1B PRCP PRKCH PRKD3 PTPN12 PWWP2B RAC2 RAPGEF2 RASA4 RBPJ RCBTB2 RECK REEP2 RETREG1 RNF217 RNF220 RNF24 RPS6KC1 RTP4 RUFY2 SELENOF SERPINA12 SERPINF1 SGK3 SH2D5 SHISA5 SLC12A6 SLC25A28 SLC9A9 SMO SOX12 STXBP5L SUSD6 TACC1 TAX1BP1 TBC1D24 TBXAS1 TCEA2 TCOF1 THEGL TIA1 TMCO1 TNFSF14 TPP1 TRPT1 TSC22D3 TSPAN2 TTC3 TTF1 UBE2Q1 UMOD UNC119 UVSSA VIPR2 WDR13 YIPF5 ZIM3 ZNF148 ZNF569 ZNF704 GSE5503_PLN_DC_VS_SPLEEN_DC_ACTIVATED_ALLOGENIC_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5503_PLN_DC_VS_SPLEEN_DC_ACTIVATED_ALLOGENIC_TCELL_DN ABI1 ACTR10 ACTR8 ADCY7 AEBP2 AGPAT3 AKIRIN1 ALG11 ANAPC10 ANAPC16 ANKRD39 ANTKMT AQR AR ARF6 ARV1 ATF7IP ATG16L2 ATOSA ATP1B1 ATP8B2 ATPSCKMT AUH AXIN1 B3GNT2 B4GALT1 BIRC2 BMAL1 BOD1L1 C1orf122 C22orf39 C2orf88 CANX CAPN1 CASP6 CAT CCDC115 CCNT2 CCPG1 CCR6 CD37 CD3E CHID1 CMTM6 COX17 CPEB4 CREBL2 CSNK1G1 CSNK2A1 DAAM1 DCUN1D2 DDX54 DEGS1 DENND4C DENR DIPK2A DNAAF1 DNAJC13 DNAJC8 DOK5 DTX2 DYNLRB1 EFR3A EIF2B4 EIF2B5 ENSA ENTPD5 EPAS1 EZH1 FASTKD2 FBXL5 FBXO25 FYCO1 GCC2 GCH1 GDAP2 GIN1 GINM1 GK2 GPR107 GSDMD GTPBP2 HBB HCFC2 HERC1 HOOK1 HS3ST4 HSPH1 IDS IFIH1 IKZF1 IL10RB IL27RA IL4R INTS8 ITPR2 KAT2B KATNBL1 KLK8 KLRD1 KPNA4 KRAS KXD1 LANCL3 LETM1 LRP10 LRRC8A MAML1 MAN1A2 MARCO MBP MDH2 MFSD2A MIEN1 MRPS24 MRTFA MTERF2 MTFMT MTMR4 MTMR6 MYO1E NAB2 NDRG3 NRBF2 NRBP1 NSD3 NUDT4 NUMA1 OSBPL11 OSTM1 PARP6 PHF23 PKP4 PPP1R12C PPP2R5A PPRC1 PRR13 PSMF1 PTPRC PYCARD RAF1 RAP2B RHOG RHOH RIGI RIOX2 RNF114 RNF167 RPL18A RPRML RPS16 RPS27 SACM1L SART1 SEC11A SELENOS SELPLG SEM1 SETX SIKE1 SIPA1L1 SLA2 SLC9A9 SLFN13 SMC4 SMC5 SMURF2 SPATA5L1 SPO11 SUN3 SYT11 SZT2 TBC1D4 THOC5 TIMP2 TLE4 TMEM160 TMEM179B TMEM234 TMEM258 TNFRSF18 TNFRSF1B TRAF3 TRIM39 TRIM8 TSPO TSTD2 UBE2B VPS28 WAC WAS WDR7 XDH ZBTB6 ZBTB7B ZC3H7A ZEB1 ZSCAN20 ZW10 ZYG11B GSE5503_PLN_DC_VS_SPLEEN_DC_ACTIVATED_ALLOGENIC_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5503_PLN_DC_VS_SPLEEN_DC_ACTIVATED_ALLOGENIC_TCELL_UP ACOD1 ADAMTS1 AGBL3 AGTR1 AHDC1 AIFM2 AK4 ALDOC ANAPC2 APIP ARHGAP21 ASAH2 B9D1 BAG6 BBS7 BCR BRI3BP BTBD3 BTC BTF3 C9 CA9 CAMK1 CAMKK2 CAPZA3 CCL4 CDC45 CDH10 CDKN1A CELA2A CHAD CHAF1B CHST11 CIT COL5A3 COX5A CTHRC1 CTSF CUL1 CXXC4 DEPP1 DKKL1 DMBX1 DNAJC6 DNAL1 DOCK1 DTNBP1 E2F6 ECI2 EGLN3 EIF2A ELAVL1 ELL EME1 ESCO2 EXOSC9 FADS1 FAM111A FBXO3 FBXW4 FHL1 FIRRE FOXRED2 FXN FZD6 FZD7 GALNT14 GAPDH GARIN1B GCLM GCSH GGA2 GLIPR1 GMDS GNAI2 GNL3 GPR150 GPR179 GRIA2 GRP H2AZ1 HAAO HDGF HK2 HNRNPAB HNRNPD HOXA3 HSD17B11 HSPD1 IL11RA IL3RA ITFG2 KAT7 KCNB1 KDM2B KIF13A KIF18A KISS1R KPNA3 KRT26 KRT84 KTI12 LAMC1 LCE2B LMF1 LYPD4 MAGED1 MAGOHB MCFD2 METTL5 MFGE8 MID1IP1 MPHOSPH6 MSMB MSRB2 MTHFD1L MXI1 MYCT1 MZT2B NDC1 NECTIN2 NELFE NHP2 NPTX1 NSD2 NSG1 NTRK2 ODF2L ODF3B ORC6 PAICS PAM PCDH15 PCDHB7 PDAP1 PEX19 PHF10 PLEKHG3 PMF1 POC1B PRDX3 PRIM2 PRKCD PRKG1 PTMS RAC3 RCC2 RERG RFC5 RILPL1 RILPL2 RNASE1 RNF149 RNF217 RNF220 RSPH3 RUVBL1 SASH1 SCNN1A SEMA3D SERINC3 SERTAD2 SGSM3 SH3BP2 SKA2 SLC14A1 SLC18A1 SLC35B2 SLC48A1 SMIM3 SMPD4 SNX7 SNX9 SPAG1 SPEN SPNS3 STAT5A SULT6B1 SYNGR1 TCP1 TERF2 THOP1 TIAM2 TM6SF1 TMBIM1 TMEM119 TMEM41A TNFAIP8 TRIM44 TRIP10 TSPAN7 TTPA TUBA3C UBQLN3 UNK VBP1 WASF1 WWC1 YARS2 ZEB2 GSE5542_IFNA_VS_IFNA_AND_IFNG_TREATED_EPITHELIAL_CELLS_24H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5542_IFNA_VS_IFNA_AND_IFNG_TREATED_EPITHELIAL_CELLS_24H_DN ABCA3 ACSF2 ACSS1 ACTR10 ADAMTS1 ADAMTS7 ADHFE1 ADORA3 ANKRD55 AP4M1 ARF5 ARFGEF2 ARHGEF39 ARL2BP ARL3 ASPM ATP6V0D1 BLOC1S5 BLVRB BVES C8orf48 CBFA2T3 CDC14B CDC20 CDC25B CDCA2 CDCA3 CDCA8 CDK1 CELF4 CENPF CENPP CEP20 CEP70 CEP89 CHODL CLEC3B CLHC1 CNEP1R1 COMMD2 CRYBA2 CTC1 CYB5R1 CYP11B1 DCTN5 DPY30 DYRK2 ELMOD3 ENDOU EPRS1 EXTL1 FAM149B1 FBXO2 FCAMR FCHO1 FNTA GDI2 GPSM2 GRPEL2 GUCA1B H2AX HAX1 HELB HELQ HMCES HSPB6 IDH2 IDH3G IFI27L2 IGLON5 INSR INTS9 IRF2 ITGA6 ITGB3 KDELR1 KIF18B KIF23 KIF2C KPNA2 KRT222 KRT39 LGALS1 LGR5 LIG4 LMO4 LRRC10B LY6G6D MAN2A1 MARK2 MCUB MGAT1 MINDY1 MKLN1 MMADHC MNAT1 MRC2 MRNIP MRPL9 MRPS26 MRPS31 MTF2 MXD3 MYBPC1 MYL11 MYO1C MZB1 NAGK NASP NCAPG NDC1 NDC80 NEIL1 NODAL NR4A2 NUSAP1 OPTN OSBPL9 PAFAH1B1 PALM PARPBP PCYT1B PEDS1 PFN2 PHF19 PIMREG PITHD1 PKP3 PLCG1 POC1A PPP6R3 PRDM6 PRG3 PRKAG1 PRKAR2B PSMC3 PSTK PTDSS2 PTGDR PTGR1 RAB2A RAB7A RACGAP1 RFC4 RGCC RITA1 ROPN1L RPS6KC1 RSPH3 S1PR4 SAE1 SAMD11 SAMD14 SAPCD2 SEC14L1 SEPTIN1 SERINC5 SGCD SLC18B1 SLC25A17 SLC25A33 SLC8A2 SLN SMCO4 SNAPC5 SORCS1 SSBP2 SSH2 TAX1BP3 TERF1 THBS3 TIE1 TIFA TMEM129 TMEM40 TMEM54 TMEM9B TMIGD1 TNKS2 TPX2 TRAF3IP3 TRIM60 TRIR TTF1 TTK TXNDC11 UBALD2 UBTFL1 VBP1 WASHC3 WRAP53 YWHAH ZFPM1 ZNF22 ZNF25 ZNF250 ZNF483 ZNF496 ZNF518B ZNF746 GSE5542_IFNA_VS_IFNA_AND_IFNG_TREATED_EPITHELIAL_CELLS_24H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5542_IFNA_VS_IFNA_AND_IFNG_TREATED_EPITHELIAL_CELLS_24H_UP AEBP2 ALDOC ALPG ANGPTL3 ARFIP2 ARL14EP ASB4 ATF5 ATP10D BAG2 BCAP29 BCL2A1 BEND3 BEND4 BRD2 BTBD19 BTG3 C4orf17 C5AR1 C8orf76 CAD CALR CCDC134 CCDC62 CD5 CD83 CFAP43 CFP CHST11 CIB1 CIITA CKLF CLCA4 CLEC2L CLPTM1L CNBP COPG2IT1 CRX CTSS DANCR DCC DCTN4 DENND4A DHX33 DHX37 DIS3L2 DKK4 DNAJC1 DNAJC3 DPH6 DPYSL5 DUS3L EGR2 EIF4G3 ELAPOR1 EMID1 EPB41L2 EPOP ESF1 EXOSC9 FBXL2 FCGR3A FMNL2 FSCN1 FUT9 GADD45G GALNT6 GATA1 GIMAP4 GIMAP5 GMPPB GPM6A GPR183 GSTK1 GUK1 HIGD1B HIVEP3 HLA-DRB1 HMGA2 HMGCR HMGN3 HOMER3 HOXB5 HPS4 HSPE1 ICOSLG IDUA IFI30 IL7R IMPACT INAFM1 INPP5D IQCE IRX3 ITGA10 ITPR1 KAZALD1 KCNE4 LAP3 LBX1 LIFR LPXN LTV1 LY86 LYAR MANF MDFI METAP1D METTL1 MMP12 MMP20 MRPS7 MTF1 MYLK4 MYO10 MYO19 MYPN MYRIP NAA16 NAB2 NAF1 NDRG1 NDUFAF4 NEGR1 NEMF NMB NOL8 NSUN4 NTN4 NUDT12 OSGIN2 P4HTM PARS2 PHTF1 PIK3AP1 PLA2G6 PLEKHG2 PLPP1 PPARGC1B PRMT6 PRMT8 PTPRC PUM3 PUS7L RAB38 RBM28 RBPJ REXO2 RGR RGS14 RGS6 RPN1 RPTOR RRBP1 SCD SELENOS SEMA7A SKIL SLC12A3 SLC19A1 SLC2A12 SLC5A4 SNX10 SNX24 SSR4 STK10 STX11 SYNGR2 TAF4B TBC1D14 TCF20 THEMIS2 TIMM10 TLE3 TLR7 TM9SF2 TMCC2 TMCC3 TMED5 TMEM50B TMEM91 TNFRSF13C TOX TPD52 TRIM10 TRMT6 TSR1 TTC23L URI1 VAV3 VMP1 VPS13D VSIG4 WDFY1 WDR45B WNT11 ZNF281 ZNF329 ZNF619 ZSWIM2 GSE5542_IFNA_VS_IFNA_AND_IFNG_TREATED_EPITHELIAL_CELLS_6H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5542_IFNA_VS_IFNA_AND_IFNG_TREATED_EPITHELIAL_CELLS_6H_DN ABCD3 ABL2 ACP6 ADA ADO AKR7A2 ALDH18A1 AMN ANKMY2 AP1AR AP4M1 APOL6 AQR ARFGAP2 ARFIP1 ATP5F1C ATP6V0E2 B3GLCT BAG3 BCL7B BTBD3 BTF3 C2orf42 C9orf85 CAMSAP3 CASP12 CCL13 CCN2 CCSER1 CD247 CFAP126 CGNL1 CHRNB1 CIB1 CLDN8 CNOT2 COL3A1 CORO1C COX11 COX19 CPQ CPSF4 CRACDL CRYZ CTNNA1 CTNS CTSF CTSW CUL1 CXADR CXCL13 CYP27B1 DDX59 DENND2B DLG3 DNPEP DOK1 EI24 EIF2B1 EIF3L EIF5A2 ELP5 EMC10 EMG1 ESF1 ESRRA F9 FAM110C FAM204A FAM20A FAM98C FAU FBLIM1 FBXW9 FEM1C FGFR2 FGG FGR FIRRE FNIP2 FOXD2 FUT11 FYTTD1 GABRR2 GAPDHS GATA3 GLUL GNB5 GNG10 GOLPH3L GPLD1 GPR65 GPX2 GRPEL2 GSTA5 GSTM1 GSTT2 GUSB HBP1 HEPH HLA-E HS3ST2 HTR2B HTRA2 IDH2 IFITM5 IFT57 IGBP1 IKBKE IL10RB IL12B IRS2 KCNK6 KLRG1 LUZP1 LYPD6B MAN2A1 MANF MAP7D1 MAPK9 MDM1 MECR MESD MFSD4A MIA3 MRPL15 MRPL46 MSRB3 MST1R MT4 NAB2 NDUFC2 NEDD8 NIPA1 NIPSNAP2 NKIRAS1 NOP56 NR2C2AP NUDT12 OPA1 OSGEP OSTM1 PAK4 PARP8 PATJ PCDH1 PDK1 PER1 PEX13 PHF23 PIGC PLCG1 PNPT1 POGLUT2 POMGNT1 PPIP5K1 PRF1 PTK2B PYGB RASEF RBMS2 RHBDL2 RIGI RIPK4 RNF103 RPLP2 RPS27 RREB1 RRP36 RTCA RTL8C SAR1A SARS1 SEC24D SEC63 SHARPIN SIRT4 SLC25A28 SLC48A1 SMOC2 SPATC1L SPNS1 STAB1 STAT5A STX6 TAF4B TFEC THOC7 TJAP1 TMEM131 TMEM245 TNFRSF11A TRAP1 TSPAN7 UBALD2 USP45 WDR36 XPA ZUP1 GSE5542_IFNA_VS_IFNA_AND_IFNG_TREATED_EPITHELIAL_CELLS_6H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5542_IFNA_VS_IFNA_AND_IFNG_TREATED_EPITHELIAL_CELLS_6H_UP ACAP2 ACSL5 ADAMTS2 ADHFE1 AKNA ANKRD40 APOC3 ARHGEF1 ARMC2 ARSB ATF5 ATP10A ATP5PB ATP6V0A1 B3GAT3 B4GALNT4 BBOX1 BCAM BCL10 BCO1 BCR BHLHE40 BNC2 BPIFB2 BUD31 C16orf90 C1orf159 C20orf85 CBLN3 CBLN4 CCPG1 CD81 CDC25B CHAF1B CHD1L CHRNA4 CLEC2L CNGA4 COL2A1 COL5A1 COTL1 CSDE1 CSN3 CSNK1D CSNK1G1 CYB561A3 D2HGDH DCK DCLRE1B DDX17 DDX55 DHRS1 DLL3 DPF1 EDARADD EMSY ETAA1 FAM216A FBXO31 FDPS FERMT2 FKRP FMR1 FUT7 GALC GART GAS7 GEMIN5 GIN1 GIPC3 GPR37 GSK3A GTF3C6 HCFC1 HMGA2 HMGXB4 HNRNPL HOMEZ HYAL3 IFITM10 IL18BP ILKAP ING5 INSR INTS11 IPPK ITGA8 ITGB2 KBTBD2 KLHL36 KPNA7 LRCH4 LRRC46 LYG1 MAB21L2 MAF1 MAS1 MDM2 MDM4 MEMO1 METTL13 METTL5 MIB2 MKLN1 MOB3A MOSMO MPC1 MPHOSPH6 MREG MRPL41 MSL3 MTF1 MTFR1 NADK NAP1L4 NAT8 NAT8L NDUFA13 NEUROD2 NFAM1 NHERF2 NINJ2 NOCT NOD1 NR2C2 NRF1 NRM NTNG1 OOEP OR2T33 OTOP3 P2RX1 PACC1 PAPOLG PCDHB10 PITPNB PLEKHG3 PLEKHN1 PLPP4 POPDC2 POU5F2 PRR22 PSME3IP1 PTRH2 RAB11B RAB35 RAB39B RBM12 RHOG RIF1 RNF157 RNGTT RPS6KA3 RUFY1 SCAI SCN4B SEMA6A SEPTIN9 SETDB1 SHMT1 SLC10A3 SLC16A6 SLC29A2 SLC37A3 SLPI SMIM7 SMTN SNRPC SNX13 SPRTN SRSF1 SSX2IP SSX5 STIM2 STYK1 SYNDIG1 TBC1D9B TEKT1 TGM3 TM9SF3 TMEM181 TMEM202 TNKS2 TP53BP1 TUBGCP6 UBAP2 UFSP1 UHMK1 USP24 USP37 VAV1 VIP VTA1 YJU2 YOD1 ZCCHC14 ZCCHC17 ZFAND4 ZNF142 ZRANB3 GSE5542_IFNG_VS_IFNA_AND_IFNG_TREATED_EPITHELIAL_CELLS_24H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5542_IFNG_VS_IFNA_AND_IFNG_TREATED_EPITHELIAL_CELLS_24H_DN ABCB7 ABI1 ACAD10 ALDOB ANGPT4 AP1G2 AP5S1 ARHGAP30 ARHGDIA ARSI ATOSA ATOX1 B3GALNT1 BATF2 BMP6 BTBD3 C19orf44 C6orf132 CA2 CBR3 CCDC102A CCN1 CCNY CD22 CD69 CEPT1 COL3A1 CRYL1 CST8 CTH CYB561A3 CYBB DDR2 DECR2 DGAT2 DIPK1A EEF1D EIF1 EIF4E EIF4G3 EPM2A EREG ERN2 ESD ESRP1 FABP5 FADS1 FARP2 FGFR2 FIG4 FLNB FZD1 GALNT6 GAN GARIN1B GCLM GCM1 GCSH GJA5 GLRX5 GPR15 GPR45 GPR89B GRB7 GRHL2 GSK3B HEPACAM2 HOOK1 HOOK2 HOXA11-AS HS3ST3B1 HSD17B2 HYPK IFT74 IL12B IL4I1 IRF1 IRS2 KCNK6 KIFAP3 KREMEN1 KRT31 LAMC2 LANCL3 LHCGR LMBRD1 LMNA LRCH1 LRRC41 LY9 MEDAG MEF2B MEP1B MFHAS1 MFSD3 MINDY3 MKNK1 MPEG1 MRPS10 MRPS34 MYEF2 MYO15B NAB1 NBEA NDUFB5 NFKBID NKTR NMT2 NR4A2 NRP2 NT5C NUDCD1 OLFML2B PDHA1 PDLIM5 PGF PKD2 PLEKHA3 PLEKHM3 PLEKHN1 PLXDC2 POSTN PPP3CC PRRT4 PTCH1 PTGFRN PTPN1 RAB35 RAB3IL1 RFTN1 RGL1 RNF180 RNF39 RRP7A RTF1 RXYLT1 SANBR SAP30 SBNO2 SCD SELENON SGK2 SGPP2 SHISA2 SLC12A5 SLC13A1 SLC25A26 SLC25A39 SLC30A9 SLC5A8 SMIM19 SMPD3 SNAPC1 SNX13 SOCS6 SOX18 SPATA7 SPICE1 SPINK4 SPSB1 SRSF11 SSR3 ST8SIA6 STARD10 SULT1B1 TAF13 TBX21 TCEAL8 TCOF1 TEP1 TESK1 THUMPD1 TMEM181 TMEM192 TMPO TMPRSS2 TNFAIP1 TPH1 TRAK2 TRIAP1 TRPV4 TSR1 TTBK2 UBE4A UGP2 UNC13B USP15 WASHC3 WSB1 XPNPEP1 XRN2 ZBTB37 ZDHHC12 ZDHHC24 ZFP64 ZKSCAN4 ZNF330 ZNF546 ZNRF3 ZSCAN25 GSE5542_IFNG_VS_IFNA_AND_IFNG_TREATED_EPITHELIAL_CELLS_24H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5542_IFNG_VS_IFNA_AND_IFNG_TREATED_EPITHELIAL_CELLS_24H_UP ABCC4 ABCC5 ADGRG3 AEBP2 AGO1 AIP AKAP7 AKT2 ANKRD54 ANP32B APPBP2 ARFGEF1 ARHGEF4 ARRB1 ARRDC4 ATXN7L3B AURKB AVL9 BAG4 BAZ1A BBOF1 BCL10 BHLHE40 BLCAP BRD3 C1orf56 C4orf46 CASP3 CCDC115 CCDC47 CCNA2 CCT8 CD2BP2 CD81 CDC42SE1 CENPO CEP44 CEP76 CHIT1 CITED2 CMPK2 COL9A2 COPZ1 CORO1C CSF2RA CSNK1G2 DGKG DMD DOP1B DRG1 DYNLL2 EBF1 EBI3 ELOF1 EMSY FAM193A FBXO42 FGD3 FIS1 FMNL3 GAL GAPVD1 GLIPR1 GLOD4 GOLGA1 GPD2 GSDMD HBS1L HCST HDAC1 HERC1 HLCS HMGCR HSD17B1 HSPBAP1 IFIT1 IFTAP ILRUN INAFM1 INCENP INPP4A IPMK IRF9 ITGB3BP ITPA ITPK1 KHDC3L KIF2A KMT5B KNOP1 LSM14A LYAR MAPK4 MAPK7 MAT2A MAX MCEE MCM7 MEX3B MFAP2 MGA MID1IP1 MLH1 MNS1 MRPL44 MRPL51 MRPS12 MRTFA MTG2 MYL2 NCOA6 NDC1 NDUFA13 NDUFB10 NDUFS4 NOP56 NSMCE4A NXNL2 PAXX PCMTD1 PDAP1 PDE6D PHKA2 PHKG2 PILRB POLE PPP2R5D PWWP2B PYCARD RABGAP1L RAD52 RAF1 RBM8A RGCC RHBDF2 RMND5B RNF130 RNF31 RPL13A SAFB SBNO1 SCRN3 SDC2 SDHA SELPLG SGO2 SHMT1 SKA3 SLC16A14 SLC22A4 SLC32A1 SLC48A1 SLITRK6 SMARCC1 SMIM3 SNRPC SON SPATS2L SPIDR SPTSSA SREBF2 SRP54 SRSF5 SSX2IP STAT1 STRBP STRN SUCO TACC1 TAFAZZIN TARS2 TCF3 TFDP1 THAP12 TIAM1 TIMM17B TIMP2 TMA16 TMBIM4 TRAPPC6A TREML2 TRIM28 TRIM39 TSTD2 TXNIP TYROBP VASP VPS28 VPS4B XKR5 YBX3 ZBTB22 ZBTB8OS ZCRB1 ZFP36L2 ZFX ZNF445 ZNF518B ZNF768 ZW10 GSE5542_IFNG_VS_IFNA_AND_IFNG_TREATED_EPITHELIAL_CELLS_6H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5542_IFNG_VS_IFNA_AND_IFNG_TREATED_EPITHELIAL_CELLS_6H_DN ABHD11 ABHD12 ABI2 ACAT1 ACVR1B ADAMTS7 ADAR AFG1L AFG3L2 AGA AGO1 AHDC1 ANKRD52 ARGLU1 ARHGAP21 ATP5F1D AZI2 B3GLCT BCOR BID BOLA2 BSCL2 CA9 CAMSAP2 CAPN2 CCDC115 CCN3 CELF4 CERS6 CFAP141 CFAP418 CLCN7 CLDN8 CLYBL COQ6 CORO1C COX10 CSAD CXCL13 CYP51A1 DAAM1 DDX6 DESI2 DHX33 DHX58 DMAC2 DNAJB4 DNAJC10 DPM2 DYNLT2B ECI1 ECI2 EHD3 EIF2B1 EIF2B5 EIF3K EIF4A1 EIF5A2 EPHA4 ERAP1 ERLIN2 ETNK1 EXOC3L4 EXOSC5 F8A1 F9 FAM110C FAM114A1 FBXO25 FBXO31 FCF1 FIBP FOXD2 FOXO3 FUT11 HADHB HEPH HTRA2 HUWE1 ICAM2 IDH2 IDH3A IL15 ING3 IPO11 JAGN1 KANK3 KBTBD8 KCNK5 KEAP1 KIAA1217 KIF1C LAMC2 LAPTM5 LGALS1 LMNA LRRC66 MAGED1 MAP3K1 MAP7D1 MECR MEF2D METAP1D MFHAS1 MFSD3 MICU3 MIF MMUT MRPS10 MSR1 MTR MTRES1 MYCBP2 MYO7A NCOA1 NDUFC2 NECAP1 NIPA1 NLRP6 NOXO1 NR2C2AP NRIP1 NUDT12 ORMDL2 OSBPL3 OSGEP OST4 P2RX4 PAK4 PDE4B PDGFA PEX11A PIGF PIK3R1 PIK3R3 PIM1 PITHD1 PITPNM1 PLCG1 PNPLA2 POMGNT1 PPIP5K1 PRKAR1B PRPF39 PSMA4 PTMS QRICH1 RAD1 RBIS RENBP RFTN1 RIC8A RMND1 RPL24 RPL38 RPL41 RPS27 RPS3 RPS9 RTCA SAG SAR1A SDHC SENP5 SEPTIN8 SERPINB7 SH2D1A SLC1A5 SLC25A28 SLC28A2 SLC30A1 SLC35G1 SLC48A1 SLC7A8 SMG1 SMPD2 SNX21 SOCS7 SRFBP1 SS18L1 SSPN STARD10 STAT1 STAT4 SUSD6 TAF4B TBC1D9 TFAM TLCD3B TMEM64 TNK1 TOR1AIP2 TRAPPC6A TRMT11 TUBB6 TYROBP UGT2B17 UTP20 WHAMM ZNF385A GSE5542_IFNG_VS_IFNA_AND_IFNG_TREATED_EPITHELIAL_CELLS_6H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5542_IFNG_VS_IFNA_AND_IFNG_TREATED_EPITHELIAL_CELLS_6H_UP ABCC5 ACAD8 ACOX2 ACTG2 ACTR10 ADAM8 ADPRH AKTIP ALDH3A1 ALDOAP2 AP2M1 AP3B1 APBB2 ARL15 ARSB ART3 ART5 ASB1 ASGR1 ATG16L2 ATP11C ATP5ME ATP6V1G1 ATXN7L2 B4GALNT4 BANF1 BAZ1B C1QTNF7 C20orf85 CAAP1 CACNG3 CARHSP1 CASKIN1 CCDC63 CCDC88C CCL13 CCP110 CDK5R1 CDK6 CELF3 CEP20 CEP76 CFDP1 CGGBP1 CHAF1B CHST11 CLINT1 CNGA4 COG6 COPA COTL1 CRISP2 CWC27 CYFIP1 DAB2 DAP DDX20 DEF8 DMRTC1B DNAAF9 DOCK5 DPY19L4 DYNLT3 DYRK1A EBP EFCAB2 EIF4G2 EMC2 EME1 EP300 EXOSC4 FAM172A FBXO30 FCER1G FGD1 FIG4 FKRP FRRS1 FSTL3 GABPB1 GAL3ST4 GALC GDI1 GID8 GK GSTCD HCST HMGXB4 HOMEZ HPS6 INTS11 KBTBD2 KIFBP KRCC1 LCP1 LONRF3 LRRC46 LRRC58 LSM3 MAP3K20 MARCHF6 MARK2 MARS1 MBD2 MDM2 METTL6 MGST1 MIB2 MMS22L MRPL19 MRPL51 MRPS16 MT4 MTERF4 MXD3 NAA35 NDUFA13 NFAM1 NHERF2 NMB NMNAT2 NNT NOTUM NRG3 NSMCE2 NTSR2 NUP210L NXT1 OR2T33 P2RX1 PAFAH1B2 PAGR1 PARP6 PAX7 PDCD10 PDLIM7 PIBF1 PIGN PIP4P2 PIP5K1B PLEKHA2 PLEKHN1 PPHLN1 PPWD1 PRKCI PRODH PRR9 RAB39B RALBP1 RASAL3 RBM38 RER1 RETREG2 RGS14 RHOG RIDA RNF40 RSPH3 S100A6 SCRN2 SEPTIN14 SEPTIN6 SETD1B SH2D5 SIRT2 SLC25A11 SLC37A3 SNRNP25 SNRPC SOX8 SPACA9 SPG11 ST8SIA2 STC2 STIM2 SUV39H2 SVIL TATDN2 TBC1D31 TIMM17B TMEM209 TMEM52 TMEM63A TRAPPC2B TRARG1 TTC13 TTI1 TWF2 TXNDC12 UBE4A UBR1 UBR7 USP33 USP34 VASP VIM WDR53 WDR5B ZBTB9 ZNF296 GSE5542_IFNG_VS_IFNA_TREATED_EPITHELIAL_CELLS_24H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5542_IFNG_VS_IFNA_TREATED_EPITHELIAL_CELLS_24H_DN ABCA1 ABHD12 ACADSB ADAT1 AK4 ALKBH7 ANGEL1 ARHGAP18 ARMC3 ASB6 ATP1B1 B3GNT5 B3GNT8 BCO2 BET1L BIRC3 BMP1 BPIFB3 BRDT C12orf57 C12orf75 C1orf56 C2orf76 CACNA1C CAPG CCDC28A CCN1 CCPG1 CCR5 CCRL2 CD38 CDH26 CFAP70 CFAP97D1 CGAS CHRD CIAO3 CIB2 CIB4 CISH COX6A2 CRB3 CREB3 CX3CL1 CYP11B1 CZIB DAND5 DCLK2 DENND6A DIPK1A DPYSL5 EDF1 ELMOD3 EMP3 ESRRG ESYT1 EVI2A FADS6 FAM219B FAM43A FAM83H FAM89A FGL1 FILIP1L FIS1 FNDC10 FTMT GIMAP8 GLIPR1L1 GM2A GNRHR GPR174 GPR4 GPR65 GPX4 GSTK1 HES1 HEXA HEXB HLA-C HLA-DOA HPS3 HSD17B11 IFFO2 IGKC IL10RB ITGB7 ITM2B ITPK1 JPH4 KCTD14 KLHL25 LAMB3 LDHD LPCAT2 LRP2BP LRRC66 LTB LY86 MACIR MAP4K3 MCAT MCF2 MDGA2 MED7 MEIS1 METTL21A MORC3 MRGPRG MRPL23 MRPS24 MTCL1 MYLK4 MYOZ1 MYRF NCF4 NDUFB9 NECTIN4 NEU2 NFKBIZ NLRP10 NOP10 NR1D2 NR3C2 NRP2 NRROS OMP OSBPL5 OTULINL OTX1 PAPPA2 PDE1A PIWIL4 PLXNA4 PPFIBP2 PRCD PRELID2 PRKN PRPF40B PXYLP1 RABAC1 RASAL2 RDH16 RHEBL1 RIGI RNASE6 RNASET2 ROMO1 RPL13A RPL38 RPL39 RPS15A RPS27 RPUSD3 RTP4 S1PR4 SARM1 SCN2A SDS SERINC4 SERPINB1 SHF SLC16A7 SLC19A1 SLC26A6 SLC35D2 SLFN5 SMURF2 SNX33 SPACA9 SPRY1 SPRY3 ST6GALNAC1 STX8 STXBP3 STYK1 SULT1A1 TBC1D17 TCN2 TLR2 TMEM108 TMEM270 TNFRSF12A TNFRSF18 TPRG1L TRIM3 TRNAU1AP TSC22D3 TSPO2 TTLL10 TTPA USP29 VIPR1 VKORC1 WDR53 WWC1 XKR4 ZBTB7C ZCCHC13 ZMYND11 GSE5542_IFNG_VS_IFNA_TREATED_EPITHELIAL_CELLS_24H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5542_IFNG_VS_IFNA_TREATED_EPITHELIAL_CELLS_24H_UP AACS ACTR1B ADAM17 AGFG1 AGPAT3 APPBP2 ARHGAP25 ARHGEF39 ARPC1A ARPC5L ASB8 ATXN10 AUNIP BBS10 BUB3 CCDC122 CCDC34 CCDC88A CCHCR1 CCNF CDC27 CDC7 CDR2 CEP152 CEP72 CFAP20 CIBAR1 CIT CMAS CNOT6 COPRS COQ7 CORO1C COX8A CSTF3 CTH CXXC1 CYC1 DDB1 DDIAS DLG3 DMAC2L DNAJC9 DNM1L DSCAML1 EAF1 EHD3 EIF3C EIF3J ELAVL1 ELOVL6 EPS8L1 ERH ERI2 EXOSC3 FABP5 FAM135A FAM216A FAM221A FAM81A FYTTD1 GADD45A GCFC2 GLYR1 GMDS GPATCH2 GSTT2 GTF2H5 GTSE1 GYG1 HAUS3 HIPK3 HMGN5 HNRNPA3 IDH2 ILF3 IMP4 ING2 KCMF1 KCNK6 KIFAP3 LAP3 LDHA LGR5 LINC01160 LNX2 LPXN LRR1 LRRC8D LSM14A LXN MAP4K5 MCM3 MCPH1 MFSD6 MIS12 MRE11 MRPL20-AS1 MRPL51 MTCP1 MTRES1 MYBL2 MYEF2 MYL4 NAMPT NANS NCBP1 NDE1 NDUFAF3 NELFE NEURL1B NIPA2 NKAP NOXO1 NT5C2 NT5C3B NUCKS1 NUDT4 NUP205 OSBPL3 OXCT1 PADI2 PAQR3 PEX19 PFKFB1 PHF6 PKP4 PLPP6 PLXNB2 PMS2 POLE3 POP4 PPM1G PRDX2 PRR5 PSMB2 PSMD4 PTK2 PTPN4 QRICH1 RAD51B RAD51C RAF1 RARRES1 RBM44 RCC1 REEP4 RFC3 RHOG RNF4 RNPEP RWDD2B RYK S1PR3 SCARB2 SCLT1 SELENOH SELENOP SEPTIN1 SFMBT1 SH3BGRL SH3BGRL2 SKA3 SLC16A1 SLC25A13 SLC35A3 SMARCA5 SMC5 SMDT1 SMPD4 SSX2IP STAC2 STARD9 STRAP STX18 SUCO TBC1D31 TEX9 THAP1 THOC6 TINF2 TMEM165 TRAIP TRIP12 UBA2 UBA5 UBAC2 UBE2K UCHL5 UFL1 USP1 USP11 USP2 VDAC1 WDR35 WDR90 ZFP91 ZMYM1 ZNF207 ZNF280D GSE5542_IFNG_VS_IFNA_TREATED_EPITHELIAL_CELLS_6H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5542_IFNG_VS_IFNA_TREATED_EPITHELIAL_CELLS_6H_DN AAMDC ABHD12 ACP7 ACSF2 ACTN3 ADAT1 AGPAT2 AIFM3 AKT3 ALKBH7 ANP32A AP2A1 APBB1 AQP4 B3GNT8 BCL2 BMP1 BMP5 BRME1 C11orf71 C12orf56 C3orf62 CACNA1C CALCR CARMIL1 CATSPER2 CBX8 CCDC150 CCR5 CDKN2D CETN1 CFAP70 CFAP97D1 CHAD CLBA1 CLPP CNBP CNTN6 CREB3 CRYZL1 CSF2RB CSNK1G2 CSTB CXCL12 CYBA DAPL1 DCLK2 DCUN1D1 DGAT1 DHTKD1 DNAAF4 DPP4 DUSP28 ECI1 EDARADD ELOVL5 EMP3 EPN3 EPS8L3 ESYT1 FAM32A FAM43A FBF1 FBN2 FBXO27 FIS1 FLACC1 FNDC10 FOXI1 GFOD1 GIMAP4 GP5 GPR108 GPR25 GPR63 GPX4 GULP1 H2AC25 H3C7 HCAR1 HCST HENMT1 HES1 HEXB HGD HRH2 HS3ST6 HSD17B11 HYAL2 HYI IFFO2 IFT140 IGKC IMP3 ING1 ITGB7 ITPK1 KCNMB2 KRTAP8-1 LAMB3 LDLRAP1 LEMD1 LHX3 LINC02291 LRRC66 LY86 MACIR MAEL MAP4K3 MCF2 MINAR2 MMP13 MOSPD3 MPST MTAP MTIF3 MUC16 NCF4 NEB NEU2 NGEF NGF NR3C2 NSMCE4A NUDT17 ORM2 PAXX PCBD2 PDE4B PDIA2 PHETA1 PIGP PIRT PPFIBP2 PPP1R3C PRAMEF25 PRCD PRPF40B PRR22 PTPN18 PURG RABAC1 RGMA RHEBL1 RHOU RIT1 RNASET2 RND3 RPL13A RPL18A RPL39 RPS27 RPS6KA5 RTP4 S100A10 S1PR4 SAMD5 SBK1 SCAMP5 SCAND1 SDHAF1 SERPINB1 SETD4 SLC13A1 SLC16A7 SLC17A7 SLC2A9 SLC5A11 SMIM30 STOML3 STS STYK1 TCN2 TEX43 TIFA TLR2 TMEM255A TMEM258 TMEM270 TMEM71 TNFAIP2 TNFAIP8L2 TPD52L1 TRIM34 TRIM46 TSC22D3 TSHR TSPAN3 UBE2F UMOD UPP1 USB1 VKORC1 WBP2NL WDR31 XKR8 YAP1 YIF1A ZDHHC11 ZDHHC15 GSE5542_IFNG_VS_IFNA_TREATED_EPITHELIAL_CELLS_6H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5542_IFNG_VS_IFNA_TREATED_EPITHELIAL_CELLS_6H_UP AACS ACTR1B AGPAT3 AGPAT5 AK2 APIP ARFIP2 ARHGAP19 ARPC1A ASPM ASTE1 ATP5F1A ATXN10 ATXN7L1 BBS12 BCL2L14 BRIP1 BRMS1L C1orf112 C7orf31 C9orf64 CA8 CACNA1H CBFB CCDC122 CCDC34 CCHCR1 CCP110 CDK4 CDKL2 CDR2 CENPW CEP152 CFAP20 CIBAR1 CIT CNST CORO1C CREG1 CSTF3 CUL4B CYP11A1 DDIAS DDX19B DDX21 DEK DNAJC2 DNAJC9 DNM1L DRAM1 DYNC2I2 DZIP3 EIF3C ELL2 ELOF1 EPB41 ERI2 EXOSC2 EXOSC7 EYA1 FADS2 FAM76B FAM83D FARP2 FMNL2 GMDS GOT2 GRHL1 GTF3C5 GYG1 HAUS7 HCCS HIBCH HIPK3 HJURP HMGA2 HPSE IDH1 IDI1 ING2 ITGB2 KCNK6 KIAA0753 KIF20B L2HGDH LBR LCMT1 LGALS1 LIMS4 LSM14A MAPRE1 MCPH1 MEF2B MERTK MEST MGME1 MIX23 MOB1B MRE11 MRS2 MTSS1 NAA40 NCAPD2 NCBP1 NDUFA8 NELFE NEMF NIPA2 NLRX1 NMT1 NOP14 NR2C2 NRDC NUP205 ORC6 OSBPL3 PARM1 PEX19 PGPEP1 PHF10 PHF6 PKP4 PLK1 PLPP6 PLXNB2 PMS2 POC1A PSMB2 PSPH PTBP3 PTK2 PUS10 PUS7 RAB5A RARS1 RASAL1 RBKS RBM28 RBM44 RBMXL1 RCC1 RCCD1 RHOG RNASEH1 RNF4 RPLP0 RUVBL2 SERBP1 SETDB1 SFMBT1 SFTPD SGO2 SH3BGRL2 SKA3 SLAMF1 SLC15A2 SLC22A15 SLC25A46 SLC2A4RG SLC36A4 SMARCA5 SMDT1 SMPD4 SNHG32 SNRPA1 SRBD1 SSBP4 STARD9 STRAP SUPT16H TCEANC TICRR TLCD3A TMEM38B TMPO TOE1 TOMM40 TRMT13 TUBD1 TUBGCP2 TWF1 UBE2N USP1 USP2 USP37 UTP4 VCP VCPKMT VDAC1 VPS45 WDR18 WDR90 WRAP53 XRCC6 YARS1 ZC3H15 ZFAND4 ZFP91 ZNF324B ZNF518B GSE5542_UNTREATED_VS_IFNA_AND_IFNG_TREATED_EPITHELIAL_CELLS_24H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5542_UNTREATED_VS_IFNA_AND_IFNG_TREATED_EPITHELIAL_CELLS_24H_DN ABHD1 ACP6 ACSM3 ADCY5 ADIPOR1 ADORA2A AGFG1 AHCYL2 AKR1B1 AKR1C3 ALDH3A2 ANTXR2 ARF1 ARHGAP45 ARMCX3 ATP13A3 ATP6V1F BBOX1 BCL2L1 BLTP1 BRD3OS BST1 C19orf44 CACNA1B CALY CCDC12 CCDC125 CD48 CD81 CHRNA4 CHST7 CHSY3 CLEC5A CLN3 CMTR1 CNP COQ8A CRP CSGALNACT2 CSTB CTNNA2 CTSD CYP4F22 CYSRT1 DBI DENND6A DNAJA1 DPYSL2 DYNLT3 EEF1G EHBP1L1 EIF4A2 EIF4G2 EPC2 EPX ERC2 EXT2 FAM13B FAM163A FAM174C FAM193B FBXO31 FKBP1A GIT2 GLIPR1 GLRX5 GNA15 GNGT1 GPAT3 GPR137B GPR146 GRHL3 GSG1 HNRNPH1 HPCAL1 HPGD HRG HSD17B11 HSPH1 HVCN1 HYPK IDS IFI44L IMMP1L KCNE1 KCNK6 KLHL6 KRTCAP3 LCP2 LCT LMO1 LPGAT1 LRRC8D LUZP1 LY9 LYPLA1 MAP3K3 MAPK1 MAPK14 MCTP1 MDN1 METTL13 MGAM MYL4 MYO1D NAB1 NCBP2 NCKAP1L NCOR1 NGRN NINJ2 NUDCD3 OGA P2RY2 PBLD PBXIP1 PCDHB12 PHC2 PHF20L1 PI4K2B PID1 PLEKHN1 POLR3F PPM1J PPP1CC PPP2R1A PPP4R3B PRKAB1 PSENEN PSIP1 PTGES3 PTMS PTPRCAP PTPRJ RAB36 RAF1 RASGEF1A RBM5 RINL RIOX2 RNASE1 RNF11 RTTN SAFB SAP30 SEPTIN11 SEPTIN8 SGTA SIRT4 SIRT7 SLC39A2 SLC5A1 SLC5A2 SLC6A17 SLCO4A1 SLFN12 SNRPF SNX20 SNX25 SNX30 SP3 SPATA13 SPATA4 SRC SRCIN1 SRI ST13 ST3GAL6 STARD6 STK32A STX12 TAFAZZIN TBL1XR1 TGM3 TIAM1 TIMM50 TLE4 TLR1 TMEM171 TMEM270 TMEM31 TMEM62 TNFAIP3 TNNT1 TRAPPC2L TRPS1 TRPV4 TSPAN14 UBTFL1 UNC45A USP39 VPS33A XPC XPNPEP2 YPEL5 ZAN ZNF571 ZNF664 ZNF672 ZNF704 GSE5542_UNTREATED_VS_IFNA_AND_IFNG_TREATED_EPITHELIAL_CELLS_24H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5542_UNTREATED_VS_IFNA_AND_IFNG_TREATED_EPITHELIAL_CELLS_24H_UP ACAA1 ADAT2 ADGRE5 ADPRH AFF2 AFG3L2 AP2B1 APPL2 AQP9 ARHGAP19 ARIH2 ATF6B ATP10A ATP1B3 B3GNT5 B4GALT5 B9D2 BCR BFAR BSCL2 C2CD5 CAMKK1 CARNS1 CCDC47 CCNL1 CCNYL1 CCT6A CD14 CDC123 CDC42BPG CDK2AP1 CENPK CEP128 CEP164 CEP44 CHEK1 COG7 COPS5 COPZ1 CPA3 CST7 DANCR DBF4 DHRS1 DHRS4 DIAPH2 DIAPH3 DNLZ ECPAS EDIL3 EIF3M ELOF1 EPRS1 ERI2 ERLEC1 ESD EXOSC1 FBXL6 FEM1C FKBPL FRA10AC1 GALE GLE1 GLOD4 GPAA1 GPC1 GSTM3 GTF2A2 GXYLT1 HAGHL HLA-DRB1 HLCS HNRNPA1 IFT57 IMMT IPO11 IPO5 KAT7 KIF20A KLF9 KLHL30 LIN28A MACC1 MALAT1 MAPK13 MARCHF3 MCM9 MLKL MPEG1 MPHOSPH6 MREG MRPL27 MRPL41 MRPL48 MRPS26 MTFR1 MYO5A NAT8L NDEL1 NDUFAF7 NDUFS6 NME7 NMT1 NSA2 NSMCE4A NT5DC1 OXSM PABIR2 PBDC1 PBX1 PDCD6 PECR PFDN4 PFKFB4 PHB2 PHLDA1 PLRG1 PLXND1 PNN POLD2 PPM1B PRSS50 PSMB7 PSMD13 PTPN22 PTPRA RABGAP1L RALBP1 RARB RBPJ RECQL RGS1 RIC8A RIOK1 RMC1 RPL18 RPL37A RPS11 RTCB RTEL1 RTP4 SART1 SCAF1 SCO1 SEC63 SHC1 SLC36A4 SLC48A1 SLC6A6 SLC8B1 SLFN13 SMARCA5 SMPD5 SNRPB2 SNX9 SOCS3 SPATA1 STX6 SUCO SWI5 TAP2 TBXAS1 TEFM TEX261 TICRR TM9SF4 TMEM241 TMEM273 TMEM40 TMEM86B TNFAIP6 TOMM70 TOR1A TRAFD1 TRAK1 TRIB1 TRMT10C TRPM7 TSC22D3 TSPOAP1 TTC39B TXNIP UBE2S UIMC1 UQCRQ USF2 VAMP2 VEGFA VOPP1 WDR44 WDR81 WWTR1 XPOT YJU2 ZCCHC4 ZEB2 ZFAND2B ZMIZ1 ZWILCH GSE5542_UNTREATED_VS_IFNA_AND_IFNG_TREATED_EPITHELIAL_CELLS_6H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5542_UNTREATED_VS_IFNA_AND_IFNG_TREATED_EPITHELIAL_CELLS_6H_DN ABCA2 ABI3 ACADVL ACTN4 ADAM10 ADCY9 AGAP2 AGO4 AGTRAP APOBEC3G ARHGAP10 ARHGAP35 ARNT ARPC5L ASB6 ASCL2 ATG2A ATOSB ATP10D ATP2A3 AUTS2 B3GALT4 B3GLCT B4GALT5 BHLHE40 BMPR1A BRCA1 C3AR1 CACNA2D2 CAMK1D CAMK2N1 CBX6 CCDC12 CCDC142 CD58 CD99L2 CDC42EP3 CFLAR CHD9 CKM CLSTN3 CMIP CNNM3 CPEB3 CRADD CTSD CXCR6 CYTH3 DCAF15 DCBLD1 DENND1A DENND1B DLG5 DNAJC8 DTD1 E2F4 EFCAB14 EGR3 EIF4EBP2 ELF3 ERMP1 EVI5L FAM131B FAM199X FCHO2 FKBP11 FOCAD FOXO3 FUT4 FYCO1 GAB3 GALNT3 GFI1 GFPT2 GLCCI1 GYG1 HEATR5A HEG1 IFI6 ITGAV ITPRIP KATNB1 KCNAB1 KLC2 KLF13 KLHL17 KLRF1 LATS2 LCP2 LGI3 LIMK1 LZTR1 MAF MAN1A1 MAP3K5 MAPKAPK2 MBD2 MBD6 MBNL2 MBNL3 MDGA1 MESD MIR199A1 MNX1 MPP1 MRGBP MXD4 MXRA7 MYBL1 MYH9 MYO5A N4BP1 NAA38 NCALD NCBP3 NEDD9 NF1 NFAT5 NHLRC2 NINJ2-AS1 NOD1 NPC1 NR2C2 NRG2 ODAD4 OSBPL7 P2RX7 PARP8 PHLDB2 PIK3AP1 PIK3CG PIP4K2A PLEKHA5 PLEKHF1 PLXND1 PPP2R5E PPP4R1 PRKCE PTK2B PTPN1 PTPN22 PTPRE PTPRM RAD54L2 RALGPS1 RASAL3 RBMS3 RBMXL3 RC3H1 RCVRN RHOC S1PR5 SASH3 SCARNA17 SIGLEC14 SIK2 SLC23A2 SLC25A22 SLC25A43 SLC2A4 SLC4A4 SLC6A6 SOX13 SP140 SP2 SPEF2 SPN SRF ST3GAL4 STAT4 TACC1 TACR1 TBC1D2B TBC1D31 TBXAS1 TCF12 TCF7L2 TCIRG1 TGFB3 THBS1 TMEFF1 TMX4 TNFRSF1A TNFSF14 TRAF6 TRIM14 UBE2I UEVLD ULBP3 YWHAH ZBTB44 ZCCHC12 ZDHHC7 ZFYVE21 ZFYVE28 ZNF16 ZNF219 ZNF41 ZNF474 GSE5542_UNTREATED_VS_IFNA_AND_IFNG_TREATED_EPITHELIAL_CELLS_6H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5542_UNTREATED_VS_IFNA_AND_IFNG_TREATED_EPITHELIAL_CELLS_6H_UP ABCA7 ABCC2 ABRAXAS1 ACTN1 ACVR2A ADGRE1 ADGRE4P ADPRM AEN AKAP1 AKR1E2 ANKRD16 ANKRD18B ANKRD26 AP1G2 APOBEC4 ASAP1 ATP11C ATP6V0E2 ATXN7L1 AXIN2 BEND5 BTF3 C7orf33 CALD1 CAMSAP2 CARMIL1 CD55 CDC25B CDCA7L CDH1 CEP68 CHMP7 CHN1 CNST COTL1 CRTC3 CYP4Z2P DAPP1 DGKA DIPK1A DLL3 DMXL2 DNAJA4 DNAJC30 DSC1 ECE1 EIF1AY EIF3A ELP2 FAAH2 FABP7 FANCD2 FHIT FLVCR2 FMNL2 FOXP1 GALT GLB1L3 GOLGA7B GPA33 GRAP H2BC18 H4C13 HAPLN3 HAVCR1 HINT1 HMGB3P22 HSF5 ICOS IFT57 IGSF9B IL4R IL6R IL6ST INSL4 ITPKB KCNJ5-AS1 KCNQ1 KLF3-AS1 KLHL3 LAMTOR5 LDHB LDLRAP1 LEF1 LEPROTL1 LGALS14 LRRC8C LRRN1 MAL MAN1C1 MAP3K1 MAT2A MATCAP2 MCCC2 MDN1 METAP1D MINDY1 MIR16-2 MORC2 MRPL32 MRPS24 MSL3 MSL3P1 MT1L MTHFD1 MYB MYCBP2 NACA4P NAP1L4 NBEA NDUFAF7 NEK6 NELL2 NFRKB NLRP3 NPAT NSUN5 NUDCD2 NUDT11 OGDH OR1E1 OR1F2P OR2L8 OR4Q3 PALM3 PCYOX1L PFKM PHF19 PIR PKHD1L1 PMS2CL PPWD1 PTK2 PTPN6 RASA3 RASSF3 RGMB RIC3 RIPOR2 RMND5B RNF138 RNFT2 RPL13AP20 RPL13AP3 RPUSD4 SCGB2A1 SELL SEMA4C SERPINE2 SESN3 SFMBT1 SFXN1 SGTB SHLD1 SLC26A11 SLC40A1 SMAP2 SNED1 SORBS3 SPTBN1 SULT1B1 SYNE3 TAF9B TAPT1 TCEA3 TCP11L2 TESPA1 THBS4 TIMD4 TLK1 TMEM120B TMEM201 TMEM45B TNFRSF10D TNNC1 TPCN1 TPP2 TRABD2A TSHR TSPAN18 TTC27 TTF2 TTTY10 UBQLN1 UBQLN2 UXS1 WBP11P1 WDR81 WNT7A WWP1 ZBTB18 ZC3H12D ZMYM3 ZNF215 ZNF506 ZNF793 ZSWIM1 GSE5542_UNTREATED_VS_IFNA_TREATED_EPITHELIAL_CELLS_24H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5542_UNTREATED_VS_IFNA_TREATED_EPITHELIAL_CELLS_24H_DN ABRAXAS1 ACBD4 ACKR3 ADPRM AFF2 AIF1 AK3 ALDH3A2 ALPK1 ANGEL1 ANKZF1 ANP32B AP1M1 ARMCX1 ARRB1 BEX3 BTF3 BZW2 C1QBP C1orf162 CACHD1 CAD CASP10 CATSPER2P1 CBY1 CCDC102B CD79A CDCA7L CDH23 CDNF CEP41 CEP68 CFAP418 CFP CHCHD7 CHML CHMP7 COX4I1 COX6C CRTC3 CSGALNACT1 CYP2B6 DCK DENND11 DENND2D DGKA DPH5 DPH6 E2F5 EARS2 EDAR EEF2K EFCAB13 EIF3E ELK4 EPHX2 ETFRF1 FAM117B FAM120B FAM229B FAM86DP FARSB FGGY FHIT FMO4 FNIP2 FUNDC2 GABBR1 GATM GCA GIMAP2 GLB1L3 GLUD1 GRAP GTPBP3 HBS1L HMGN3 IL6R ITPKB KCNMB4 KCNN4 KCNQ1 KIAA1586 KLF3-AS1 KLHL3 KRT72 KRT73 LDLRAP1 LINC00174 LMLN LMO7 LYRM4 MAL MAML2 MATCAP2 MAX MEF2A METAP2 MINDY1 MIR136 MMP28 MORC2 MPHOSPH8 MRPL32 MRPS27 MRRF MTA3 MTHFD1 MTRFR MYOM1 N6AMT1 NAT10 NOG NOL11 NOM1 NUDCD3 NUMA1 NUP43 OTUD6B PAICS PAQR8 PCYOX1L PFAS PIGK PIM2 POLL PPFIBP2 PPP1R2P1 PRDM5 PRKAR1B PTK2 PTMA PTPN6 PTPRK PUM1 QTRT1 RABEPK RABL3 RANBP3 RASA3 RASGRP2 RASSF3 REXO4 RMDN2 RPIA RPL14 RPL23A RSBN1 RSL24D1 SAYSD1 SCAND2P SCCPDH SEH1L SELP SFXN1 SGTB SH3RF3 SLC25A37 SLC40A1 SLC7A8 SMAP2 SMG9 SNORD114-6 SPPL2B ST13P5 STK26 SUCLG2P2 TBRG4 TCEA3 TECPR1 TESPA1 TEX9 TGFBR2 TMEM39B TNFRSF10D TOP1MT TPST1 TRABD2A TRMT2B TSEN2 TSPAN32 UBASH3A UBTF USP51 USP53 WDR73 XPO6 ZFAND1 ZNF300 ZNF391 ZNF397 ZNF706 ZNF726 ZNF740 ZNF766 ZNF780B ZNF84 GSE5542_UNTREATED_VS_IFNA_TREATED_EPITHELIAL_CELLS_24H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5542_UNTREATED_VS_IFNA_TREATED_EPITHELIAL_CELLS_24H_UP ABR ACADVL ACOT9 ADAM8 ADCY9 AGFG2 AHNAK AIM2 AKT1 ALCAM ANKRD27 ANXA5 APOBEC3G ARAP2 ARF3 ARHGAP10 ARHGAP35 ARHGDIA ARHGEF12 ATOSB ATP2A3 ATP2B4 ATXN1 BMPR1A C12orf75 C1orf21 CACNB1 CACNB3 CALHM2 CAMK2N1 CAPN2 CBFA2T2 CCDC167 CCDC92 CCRL2 CD99 CDCA4 CDK2AP1 CEP128 CFLAR CHST11 CLSTN1 CLSTN3 CMIP CTNNA1 DNAJC1 DPP9 DPY19L1 DUSP10 DUSP2 DVL3 EMB EOMES EPS15 EZR F2R F8 FAM199X FAS FCHO2 FLVCR2 FMNL1 FNBP1 FOSL2 FSHB FTH1 FYCO1 FYN GAB3 GABARAPL1 GALM GATA3 GCNT1 GFI1 GFPT2 GIT2 GLIPR2 GNAO1 GNB1 GPR19 GPR68 GRAMD4 GTDC1 GZMK HERPUD2 HIP1 HNRNPUL1 IDI1 IDS ITPR3 JOSD1 KATNAL1 KSR1 LIMK1 LPIN2 LRIG1 LRP10 LRP8 MAN1A1 MAPKAPK2 MBD2 MICAL2 MRPL10 MVD MXD4 MYH9 MYO1F NABP1 NCKAP1 NCOA7 NEDD9 NF1 NKG7 NOD1 NR3C1 ODF2L OGDH OSBPL7 OSTF1 OTOA P4HA2 PAH PCNX3 PDE4B PEA15 PHACTR2 PHF12 PHF2 PHTF1 PI4K2A PIAS3 PIEZO1 PLEKHA2 PMAIP1 PNPLA6 PPP2R5C PPP3CA PPP4C PPP4R1 PRKCE PTPN9 PTPRM RASAL3 RBMS3 RDX REEP5 RHBDF2 RIPK3 RMDN3 RNF135 RNF166 RNF19A RTL5 RUNX3 RXRA SEMA4A SFXN3 SH2B3 SH2D2A SH3BP2 SHKBP1 SIK2 SIK3 SLAMF1 SLC6A6 SLCO3A1 SLFN11 SLFN12L SLFN13 SNRNP200 SNX24 SNX33 SPIRE1 SPN ST3GAL4 ST8SIA1 STAT5B STK40 SUSD6 SYTL3 TBXAS1 TENT5C TIGIT TNFAIP3 TNIP3 TOX TP53INP1 TPTE2P6 TRANK1 TRIM62 TTC22 UEVLD VXN WDFY1 YPEL3 YWHAH ZDHHC7 ZNF335 ZNF532 ZNF821 GSE5542_UNTREATED_VS_IFNA_TREATED_EPITHELIAL_CELLS_6H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5542_UNTREATED_VS_IFNA_TREATED_EPITHELIAL_CELLS_6H_DN AASDH ACKR3 ACTN1 ADGRE4P AK2 AK3 ALDH3A2 ALDH5A1 ANAPC16 ANGEL1 ANKRD46 AP2A2 APP ARHGAP17 ARHGAP32 ARHGEF11 ARMCX1 ARRB1 ATG10 ATG4C ATL1 BCKDHB BCL9 BCORP1 C1GALT1 C21orf62-AS1 CACHD1 CAMSAP2 CARMIL1 CBY1 CD8B CDH23 CEP41 CFAP418 CHCHD7 CHMP7 CLNS1A CLUAP1 CNN3 CREB1 CSGALNACT1 CYP2J2 DDX60L DENND5A DHRS7 DUS1L EEA1 EFHC1 EIF2D EIF3E ELOVL4 ETFRF1 FAM229B FAM86DP FBP1 FMO4 FNDC3B FUNDC2 GABBR1 GAL3ST4 GAS2 GCA GIMAP1 GIN1 GLUD1 GP5 HLA-DOA HOOK1 HSPD1 IFI6 IGF1R IL17RA INO80B IQCA1 JAK3 KANSL1L KCNQ1 KCNQ5 KIAA0040 KRT2 LCE1C LEF1 LGMN LINC01356 LRRN1 LTA4H MANEA MCEE MMP28 MPZL1 MSRA MTA3 N4BP2L1 NBEA NCOA4 NDFIP1 NMNAT3 NOG NRCAM NSL1 NUCB2 OR2AK2 OSBPL5 OSGEPL1 PAFAH2 PALS2 PBX3 PCYOX1L PDK1 PFAS PGAP2 PGBD4 PIGM PIM2 PJA1 PLAG1 PLCL1 PLEKHG4 PLXDC1 PNRC2 PPFIBP1 PPFIBP2 PPM1N PRDM5 PRKD3 PRPF38A PTGR2 PTPRK PUS3 PXYLP1 RABL3 RAD54B RAPGEF6 RASGRP2 RBM43 RMDN2 SCAND2P SCRN1 SDK2 SERTAD2 SGCB SHISAL2B SLC43A2 SLC7A8 SLC8B1 SMARCA2 SNORA50A SNORA5C SNTG2 SNX16 SPART SPATA6 SPPL2B SSBP2 STK17B SUCLA2 SUCLG2 SUCLG2P2 SUMF1 TCF7L2 TENT5A TEX9 THEMIS TIMP2 TMEM229B TMEM263 TMEM38B TMOD2 TOM1L2 TOP1MT TP73-AS1 TRABD2A TRIM2 TRUB1 TTPAL UBAC2 UCP2 USP53 WDR73 ZC3H12B ZC3HC1 ZFAND1 ZFP2 ZFYVE16 ZKSCAN7 ZMYND8 ZNF12 ZNF239 ZNF263 ZNF419 ZNF485 ZNF569 ZNF711 ZNF766 ZNF770 ZNF84 ZNF91 ZP3 GSE5542_UNTREATED_VS_IFNA_TREATED_EPITHELIAL_CELLS_6H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5542_UNTREATED_VS_IFNA_TREATED_EPITHELIAL_CELLS_6H_UP ACOT9 ACTN4 ADK AHNAK ALCAM ANXA2 ANXA4 APOBEC3F ARAP2 ARF3 ARFGAP3 ARID5B ARL6IP1 ATN1 ATP2B4 ATP6V1B2 ATXN1 BMPR1A BPIFA4P C1orf21 CACNB1 CAPN1 CD1A CD58 CD99 CDC14A CGAS CHST11 CLDND1 CLIC1 CMIP COTL1 CPOX CRIM1 CST7 CXCR3 CYSLTR1 DKK3 DNAJC22 DUSP10 EFHD2 EIF3A ENTPD1 EOMES EPHA3 EPHA4 ERICH3 ERN1 ETV6 F2R F5 FAM50A FAS FCRL2 FLOT1 FMO5 FTH1 FYN GABARAPL1 GALM GATA3 GBP4 GIPR GLB1L3 GNB1 GPR141 GPR183 GPRIN3 GZMK HAVCR2 HBB HEATR9 HIP1 HNRNPUL1 IGSF10 IGSF9B IL18RAP IL2RB ILRUN IQGAP1 IRF4 ITGB1 JOSD1 KDM5C KLRD1 KRTAP12-2 LGALS9 LINC01879 LINC02880 LLGL2 LPIN2 LRIG1 LRP8 LRRC9 LUZP1 LYAR LYPD6B MAP3K1 MAP3K12 MAST2 MBOAT1 MEF2C MERTK MIR21 MIR24-2 MIR365A MIR96 MVD MYBL1 MYO1F MYO9B NABP1 NAV3 NBEAL2 NCOA7 NECAB3 NEK6 NFATC1 NFATC2 NIBAN1 NPC1 NSD3 NXPE1 ODF2 OGDH OR1C1 OR6K2 OR7A2P ORAI2 PAK3 PCBD1 PHACTR2 PHF12 PI4K2A PIEZO1 PKHD1 PPARA PPP2R5C PRDM1 PTGDR PYHIN1 RBBP8 RDH10 RHBDF2 RHOJ RIPK3 RNF135 RNF166 ROCK1P1 RUBCN RUNX3 RYR2 SEC14L1 SEC24C SESN3 SH2B3 SH2D2A SH3BGRL3 SHKBP1 SHMT2 SLAMF1 SLC28A3 SLC37A1 SLC4A11 SLC6A15 SLC7A11 SMC4 SP140 SSTR5-AS1 ST8SIA1 STAT5B STOM SURF4 SUSD6 SYN2 SYT11 SYT16 TANK TBX21 TEPSIN TGFB1 TGFBR3 THSD1 TIGIT TLN1 TLR10 TLR6 TMPRSS7 TNIP3 TPTE2P6 TRANK1 TSEN54 TTYH2 USP46 UST ZBTB49 ZC3H12C ZEB2 ZFYVE1 GSE5542_UNTREATED_VS_IFNG_TREATED_EPITHELIAL_CELLS_24H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5542_UNTREATED_VS_IFNG_TREATED_EPITHELIAL_CELLS_24H_DN ABRAXAS1 ACKR3 ACSS2 ACTN1 ADPRM AEBP1 AGMAT AK3 AK5 AKR1B1 ALDH3A2 ALDH5A1 ALPK1 ANAPC16 ANGEL1 AP1M1 ARHGAP45 ARHGEF2 ARMCX1 ARRDC4 ATL1 BACH2 BBS10 BCKDHB C16orf74 C2CD2 CASP10 CBY1 CCDC65 CCNG1 CDCA7L CFAP418 CFP CHAC2 CHMP7 CHRM3 CLNS1A CLTRN CLUAP1 CSTF2T CTSO CYP2J2 CYP2U1 CYTH4 DDX28 DLL1 DPH2 E2F5 EIF4E ENTPD6 ENTR1 EPHX2 EXOSC2 FAM229B FANCF FARSB FBP1 FECH FGGY FMO4 FXN GABBR1 GAL3ST4 GCDH GEMIN2 GGACT GJB6 GPRASP3 H2AJ HBS1L HLA-DOA IFI6 IGF1R IQCA1 ITGA6 KCNQ1 KCNQ5 KIAA0040 KIAA1586 LBH LDLRAP1 LMLN LMO7 LSM5 LTA4H MACROH2A2 MEGF6 METTL21A METTL3 MFSD4A MLLT6 MOV10 MRPL16 MRPL3 MRPL30 MRTFA MTRES1 MYC NARS1 NBEA NDRG2 NFE2L2 NMNAT3 NOC3L NOG NR3C2 NRCAM NT5E NUCB2 OSBPL5 OSGEPL1 PAK1 PALS2 PCED1A PFAS PLCG1 PLEKHG4 PLXNA2 POGLUT3 PPFIBP2 PPM1N PPP1R2P1 PRKAR1B PRNT PTGR2 PTPRK QDPR RABEPK RAD54B RANBP3 RAPGEF6 RASGRP2 RBFA RIN3 RNF157 RRS1 RSBN1 SCARNA8 SCOC-AS1 SCRN1 SERTAD2 SH3RF3 SHISAL2A SLC16A10 SLC43A2 SNORA54 SNORA5C SNTG2 SPATA6 SPPL2B SPTLC3 SREBF1 SSBP2 SSBP3 STK26 SULT1B1 SYPL1 TACR1 TCEA3 TCEAL1 TFB2M TGS1 TIMP2 TLE4 TMEM19 TMEM229B TMEM263 TOM1L2 TOMM22 TPST1 TRABD2A TRAV8-3 TSEN2 TSPAN32 TXK UBE2E2 UBTF UMPS USP53 WDR36 ZBTB9 ZC4H2 ZCCHC7 ZFP2 ZFP3 ZKSCAN7 ZNF157 ZNF204P ZNF248 ZNF300 ZNF333 ZNF391 ZNF414 ZNF470 ZNF550 ZNF711 ZNF740 ZNF780B ZNF84 GSE5542_UNTREATED_VS_IFNG_TREATED_EPITHELIAL_CELLS_24H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5542_UNTREATED_VS_IFNG_TREATED_EPITHELIAL_CELLS_24H_UP ABR ACADVL ACE ACOT9 ACTN4 AHNAK AIM2 AKIRIN2 ALCAM ANXA2 APOBEC3D APOBEC3F APOBEC3G ARF3 ARHGAP31 ARHGAP35 ARHGEF12 ARID5B ARL6IP1 ATP6V0B ATXN1 AUTS2 BATF BICD1 CACNB1 CACNB2 CACNB3 CALHM2 CAMTA1 CAPN2 CCR4 CD99 CDHR3 CEP97 CHN1 CHST11 CLDND1 CLIC1 CNOT6L CRIM1 CYB561 DLG3 DNAJC1 DUSP10 DUSP2 EIF3A EMB ENTPD1 EPS15 EZR F2R FADS3 FAS FLVCR2 FOSL2 FTH1 FUCA2 FYN GABARAPL1 GALM GBF1 GGA2 GIT2 GLB1 GPR137C GPR183 GRAMD4 GTDC1 GZMK HEATR9 HECTD3 HYOU1 IGSF9B IL12RB1 IL12RB2 IL18RAP IL2RB IQGAP1 ITGB1 ITPR3 ITPRIPL1 JOSD1 KATNAL1 KIF1C KIF21A KLRD1 KSR1 LINC02880 LLGL2 LPGAT1 LRIG1 LRP8 LUZP1 LYAR MAP2K3 MAP3K1 MAPKAPK2 MBOAT1 MC3R MICAL3 MIR21 MIR24-2 MPDZ MPZL3 MVD MXD4 MYBL1 MYO1C MYO1F NFATC2 NIPA1 NIPAL2 NLRP3 NPFFR2 OASL ODF2 OGDH OPTN OR9A4 PDE1B PDXK PDZD11 PHACTR2 PI4K2A PIEZO1 PLCB3 PLEKHD1 PLXND1 PNPLA6 PPP2R5C PPP4R1 PTPRM PYHIN1 RAPGEF1 RB1 RBMS3 RCBTB2 RDH10 RFTN1 RGS2 RHBDF2 RTL5 RXRA SAV1 SEC14L1 SEPTIN8 SESN3 SH2B3 SH2D2A SH3BGRL3 SH3TC1 SLAMF1 SLC1A4 SLCO3A1 SLFN11 SLFN12L SNTB2 SNX29P2 SNX33 SPC25 SRGN ST8SIA1 STAT5B STOM SURF4 SUSD6 SV2A SYNE1 SYT11 SYTL3 TBX21 TCIRG1 TENT5C TGFBR3 THBS1 TIGIT TNFRSF1B TNIP3 TOLLIP TOM1 TOX TP53INP1 TRANK1 TSEN54 TSHR TSPAN18 TTYH2 UCK2 ULK1 UST VCP WEE1 WSB2 ZC3H12A ZEB2 ZNF335 ZNF487 ZRSR2P1 GSE5542_UNTREATED_VS_IFNG_TREATED_EPITHELIAL_CELLS_6H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5542_UNTREATED_VS_IFNG_TREATED_EPITHELIAL_CELLS_6H_DN ABCA2 ABI3 ACBD3 ACBD5 ACTN4 ADCY9 AGO4 AIM2 AKAP13 ALOX5AP ANKRD13D ANKS1A ANXA5 AOAH APOBEC3D APOBEC3G ARF3 ARFGAP1 ARHGAP10 ARHGAP35 ARL15 ATP10D ATP2A3 ATXN1 AUTS2 B3GALT4 B4GALT5 BAZ2B BCL6 BLOC1S3 BMAL1 BMPR1A C1RL CACNB1 CCDC92 CCL5 CCR5 CD58 CD99 CDC73 CFLAR CHD9 CHST11 CLSTN1 CLSTN3 CLTC CMIP CMTM3 CNNM3 CRADD CTNNA1 CUL3 CYTH3 DCAF15 DENND1A DENND1B DLG1 DLG5 DNAJC1 DTD1 DUSP10 DUSP2 ECPAS EHD3 EIF4E3 EIF4EBP2 ENPP5 EPS15 ERMP1 FCHO2 FOXP4 FYCO1 FYN GAB3 GABARAPL1 GALM GFPT2 GGA2 GLCCI1 GNAO1 GNAS GRAMD1C HEATR5A HEG1 HIP1 HLA-DRB5 IL15 ITGAV KATNAL1 KIAA1671 KIF1C KLRB1 KLRG1 LCP1 LCP2 LPGAT1 LYN LZTR1 MAF MAN1A1 MAP2K2 MAP3K5 MBNL3 MICAL2 MICB MIR199A1 MIRLET7F2 MRPL10 MXD4 MYBL1 MYH9 MYO1F MYO5A NAA38 NBEAL2 NCALD NCBP3 NCKAP1 NEDD9 NF1 NFAT5 NHLRC2 NIBAN1 NKG7 NPC1 NR3C1 ODF2L OSBPL7 OSTF1 PHACTR2 PIEZO1 PIK3AP1 PIK3CG PIP4K2A PLCD1 PLEKHA2 PLEKHA5 PLEKHF1 PLXND1 PPP1R16B PPP2R2B PPP2R5C PPP4R1 PTK2B PTPN22 PTPN9 PTPRM RALGPS1 RASAL3 RDX REEP5 RMDN2 RNF166 RNF19A SASH3 SCARNA17 SGPL1 SLC1A5 SLC23A2 SLC25A43 SLC6A6 SLFN11 SLFN12L SLFN13 SMAD5 SNRNP200 SNX10 SNX24 SNX33 SPEF2 SPIN4 SPTY2D1 SRGN ST3GAL4 TACC1 TBC1D2B TBC1D5 TBXAS1 TCF7L2 TCIRG1 TGFB1 THBS1 TM9SF1 TMED8 TMX4 TNFRSF1A TOX TPRG1 UBE2L6 UBE2Q2P1 UBN2 UEVLD ULBP3 VIPR2 WDFY1 XPR1 YAF2 YWHAH ZFY ZNF532 GSE5542_UNTREATED_VS_IFNG_TREATED_EPITHELIAL_CELLS_6H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5542_UNTREATED_VS_IFNG_TREATED_EPITHELIAL_CELLS_6H_UP ABCA7 ABCF1 ACBD4 ADD2 ADGRE1 ADGRE4P AGBL3 AIP AKR1E2 ANKRD16 ANKRD26 ANP32B AP1G2 AP1M1 ATP6V0E2 ATXN2L BEND5 BEX3 BLMH BLNK BMERB1 BRD3 BZW2 C15orf32 C1QBP C1QTNF6 CARMIL1 CCNE1 CD79A CDC25B CDCA7L CDK4 CEP68 CHMP7 CLDN8 CNST CNTNAP4 COX4I1 CRTC3 CSGALNACT1 CUL9 CYP3A43 DCK DENND11 DIPK1A DPEP2 DPH5 DSC1 DSPP ECE1 EFCAB13 EIF1AY ENSG00000124835 ESYT2 F5 FAM117B FANCD2 FCER1G FCMR FGD3 FHIT FLCN FMNL2 FNTB FOXP1 GAL3ST4 GOLGA7B GPA33 GPX6 GRAP HAVCR1 HAVCR2 HOOK2 HS3ST3B1 HSF5 HSPD1 IGSF9B IL4R ITPA KCNJ13 KCNQ1 KIAA0319 KLF3-AS1 KLHL3 KRT72 KRT73 L1TD1 LDHB LDLRAP1 LGALS17A LMBR1L LMLN LRPPRC LRRC8C LRRN1 MACROH2A1 MAL MAN1C1 MAP4K2 MAPKAPK5 MATCAP2 MCCC2 MDN1 MEF2C METAP1D MMS19 MPI MRPS24 MRPS26 MSL3 MT1L MTM1 MYB NAT10 NELL2 NET1 NFKB2 NFKBIZ NLN NOG NOSIP NUDCD3 OLFM2 OR1F2P OR52J3 ORMDL3 PAICS PCYOX1L PELI1 PFAS PHF19 PIM2 PITPNM2 PLCL2 PLSCR3 PNPO PPA1 PPARGC1B PPFIBP2 PRKAR1B PRL PRPF19 PTPN6 PTPRK RABL3 RANBP3 RASA3 RBM26 RCAN1 RECQL5 RERG RIC3 RIPOR2 RNF138 RPL23A SAYSD1 SDK2 SELP SESN3 SFXN1 SFXN5 SHMT2 SLC38A2 SLC6A15 SMAP2 SNORD115-24 SNORD115-33 SPP1 SPTBN1 STK26 SULT1B1 TCEA2 TCEA3 TCP11L2 TESPA1 TGFBR2 TIMD4 TKT TLR5 TNFRSF10D TPP2 TRABD2A TRAP1 TRPC2 TSGA10 TTTY10 TXLNGY UBE3D UBQLN1 UBTF WNT7A XPO6 YBX1 ZBTB18 ZC3H12D ZNF132 ZNF563 GSE557_CIITA_KO_VS_I_AB_KO_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE557_CIITA_KO_VS_I_AB_KO_DC_DN ACTN4 ADARB1 AMIGO1 ANKRD54 B3GAT1 BAG2 BMP10 C16orf87 C19orf47 C3orf38 C9orf40 CAPRIN1 CBX4 CDK2AP1 CENPO CENPV CHAMP1 CHMP6 CNKSR3 COL15A1 COL25A1 CS CYB5R4 CYP20A1 DDB1 DDX19A DELE1 DNAI4 DNAJC10 DPP3 DTD2 DTNA DYNLL2 E2F2 E2F4 EIF4G2 EIF5A ELMO2 ENPP1 EPN1 ETFA FABP5 FAF1 FAM167B FAM98B FGFBP3 FIZ1 FKBP1A FYTTD1 G3BP1 GCLC GCOM1 GET4 GMPS GNB3 GPD1L GSK3A HCFC1 HDAC1 HDAC2 HDAC6 HES6 HIRA HNRNPAB HNRNPK HNRNPM HSPA12B IBTK IFT172 IMMT INTS13 INTS15 IPO5 KATNB1 KCTD7 KLHL41 LAMTOR2 LMAN1L LMO7 LSM1 MAJIN MAP7D1 MAST2 MAZ MED18 MED24 MEN1 METAP2 METTL9 MRPL10 MRPL20-AS1 MRPL3 MRPL46 MRPS27 MTHFD1L MTM1 MTTP MYOM1 N4BP3 NDST4 NELFB NUP58 NUP62 NUTF2 OIP5 OPTN PAFAH1B3 PALM PCM1 PCYT2 PDE2A PFKM PFN2 PGK1 PIGF PITPNC1 PLD6 PMS2 POLR3H POMGNT1 PPIL1 PPP1R8 PPP6C PRPF19 PRPS2 PSMC2 PSMD1 PSMD3 PTER PTK2 RAB5IF RAD18 RBBP4 RBBP5 RELN RHBDL2 RNF10 ROPN1L RTCA RTN4IP1 RUVBL1 SAE1 SAPCD2 SATB2 SCN11A SCRIB SELENOP SKIC3 SLC1A4 SLC25A13 SLC35F2 SMAD1 SMAP1 SMCHD1 SMCO4 SNX25 SORD SSRP1 STAM SUMO3 SURF6 SYCE3 SYMPK TCERG1 TGFBR1 TIMM17B TMBIM1 TMCO4 TMEM138 TMEM164 TMEM181 TMEM201 TMEM63A TOMM22 TOP2B TPST1 TRIM35 TRPC4AP TTC9C TTF2 TTLL5 TUBGCP2 UBA3 UBAP2 UBE2E1 USP28 USP37 VPS35 VPS4A VSTM2B VSX2 VWA7 WDR12 WDR70 ZC3H14 ZDHHC6 ZFAT ZMAT2 ZNF354A ZNF496 GSE557_CIITA_KO_VS_I_AB_KO_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE557_CIITA_KO_VS_I_AB_KO_DC_UP ABHD11 ACP6 AGRN AHCYL2 AKAP7 AMZ1 ANKRD44 APP ARID3B ARL4C ARMC3 ATXN1 B4GALNT1 B4GALT5 BATF BATF3 BBS9 BCL2L11 BMI1 BMP8A BST2 CAMKMT CARD19 CARD6 CD1D CD40 CD82 CD84 CFP CISH CKAP4 CLCN5 COQ10A CREBL2 CREBZF CRTC1 CTPS2 CYB561A3 CYP2D6 CYTH4 CZIB DDRGK1 DENND2D DNAJB2 DNM3 DSE DUSP11 EBPL EDEM2 ERO1A ETV3 EVA1B EVI2B EXT1 FAM120B FGD3 FGL2 FKBP11 GBP4 GBP7 GIMAP1 GIMAP6 GLB1L GMFG GPATCH2 GPR108 GPR137B GRB7 HLA-B HLA-DOA HLA-E HMG20A HOPX ICA1 IER5L IFI27L2 IFI30 IFNAR1 IFT25 IGBP1 JUNB KBTBD11 KCTD21 KHNYN KLF12 KLF4 KLHL1 KRTCAP3 LENG9 LFNG LGALS4 LGALS9B LITAF LRRC8A LY86 MACIR MAP3K8 MAPKAPK3 MARCKS MDP1 MICU3 MLLT6 MPEG1 MPV17 MRPL30 MTERF3 MTFMT MYO1C NAPSA NAT9 NCF1 NCF2 NDFIP1 NKTR NPC2 NR4A2 NUDT17 P2RX4 PARM1 PBXIP1 PDLIM1 PDLIM2 PDLIM5 PGLYRP2 PIGX PLEKHA6 PLEKHB2 PLP1 PMEPA1 POU2F2 PPCDC PPFIA4 PPIB PTGER1 PXN QSOX1 RAD52 RAPGEF4 RAPGEF6 RARA RECK RELCH RELL2 RHBDD1 RIMOC1 RNF2 RP2 RUNX3 S100A11 SAMD9L SBNO2 SDF2 SERPINB9 SGPL1 SH2B3 SHISA5 SLC35F5 SLC43A1 SLC46A3 SLC4A10 SLFN12L SMC6 SOCS3 SPART SRI SSR4 ST8SIA6 STMP1 STRIP2 STX17 SURF1 TBC1D10C TBC1D14 TBC1D17 TBRG1 TENM4 THBS3 TLE3 TLR7 TMCC3 TMEM31 TMEM50B TNFRSF18 TNFRSF1B TPPP TPRA1 TRIAP1 TRIM34 TSPAN2 TVP23B UBXN6 UCKL1 ULK2 UVSSA WDFY1 XAF1 XPA ZDHHC14 ZNF318 ZNF524 GSE557_WT_VS_CIITA_KO_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE557_WT_VS_CIITA_KO_DC_DN ABCA1 ABCA4 AFF4 AGO2 AIDA ANKRD44 ANXA2 APPBP2 ARHGAP29 ARHGEF3 ARID3B ARID5A ARIH1 ASAP1 ASNS ASPH ATP6V1E1 BRI3 BTNL2 C15orf39 C19orf53 C3orf70 CACUL1 CASS4 CCDC91 CCL22 CDC25B CDKN2D CEP170B CEP83 CHD2 CHST7 CKAP4 CLK3 CMIP COL27A1 COQ10B CPEB2 CPM CSE1L CTSV CUL2 CYP51A1 DAD1 DGKD DIPK1A DIPK2A DLG5 DMPK DMWD DNAJB2 DNM3 DUSP3 DUSP5 DUSP8 DYNC1H1 DYRK3 EHD4 EIF2B3 EMP3 ENPP1 EPB41 EPN2 ERLIN1 ERP44 F2RL1 FCGRT FLNA FNIP1 FOXA1 GAS6 GHITM GLA GLIPR2 GNA13 GRAMD1A GUCD1 HEXIM1 HIC1 HMGN5 HSPA2 HVCN1 IDH1 IFNLR1 IGF2BP3 IL21R IL2RB IL6R ILDR1 ING3 INTS4 INTS6L ITGAE ITGB7 JDP2 KCNK6 KCTD14 KMT2D KRAS LIN54 LITAF LNX2 LRRC56 LRRC8C MAP3K9 MAPK11 MAPRE2 METRNL MEX3B MFAP1 MFN1 MSH6 MTSS1 MXI1 MYO1G MYPN NCOA1 NDEL1 NECTIN1 NPRL3 OGDH PACSIN1 PAX4 PAXBP1 PDLIM1 PGAP1 PHKA1 PKP4 PLCL2 PLEK PLEKHO1 PLEKHO2 PLS1 PML POLE4 PPM1G PPP1R2P1 PPP2R2A PRSS16 PUM2 QPRT RAP1B RASA3 RASGRP4 RASSF6 RETREG1 RFTN1 RGS2 RIPK2 RSRC2 RYR1 SATB1 SBK1 SCPEP1 SERTAD1 SH3BP5 SH3PXD2A SHB SIRT1 SKIL SLC38A2 SLC41A1 SLC41A2 SLC5A3 SLC66A2 SLPI SMPDL3A SORBS1 SRGN STAC2 STK17B STX11 SYT11 TBC1D14 TBX21 TECPR2 TEX9 TGIF2 TLNRD1 TM4SF5 TMEM176A TMEM176B TMEM237 TMPRSS13 TRIB1 TSPAN33 TTYH2 TUFT1 UBE2G1 UBE2K UBXN2A VAMP4 VPS37B VSIG10 VTI1A YES1 ZBTB10 ZFP36L2 ZNF703 GSE557_WT_VS_CIITA_KO_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE557_WT_VS_CIITA_KO_DC_UP ABCE1 ABHD17A ABRAXAS1 ACAP1 ACSS1 ADCY7 AKR7A2 ANGEL2 ANKRD49 APH1B ARAF ARFIP2 AS3MT ASCC2 ATP13A1 BLCAP BST1 C17orf75 C3orf33 CACNB4 CCDC28A CDC26 COA3 COASY COL20A1 COLGALT1 COMMD3 COMMD5 COPG2 COQ2 COX18 CPT2 CRACDL CREBZF CSGALNACT2 CTNNA1 DCTN5 DDT DDX60 DGCR8 DPP4 DYNC2I1 EID1 ELL3 EXTL2 FAM111A FAM168A FANCA FBXW10 FIRRE FYCO1 GNE GPX7 GSTZ1 H2BC13 HINT2 HMG20A HYI IFI27 IFT140 IKBIP IL12A IL16 IMP3 ITM2B KLHL22 L2HGDH LCAT LGALS3BP LGALS9B LIAS LTK LYNX1 MAP7 MATK MFHAS1 MGST1 MGST2 MPHOSPH9 MRPL43 MRPL44 MTCP1 MTG1 MTG2 MYBBP1A NAB1 NAE1 NAT10 NDST1 NDUFAF1 NDUFB3 NEB NOPCHAP1 NOXRED1 NTPCR NUDT12 NUDT16 NUDT19 NUDT6 NUP43 NUS1 OAS2 OBI1 OIP5 ORMDL2 PA2G4 PARD6G PCBP3 PCTP PDLIM2 PER3 PFKM PGLS PHPT1 POGLUT1 POLDIP2 POLR1E PRXL2A PSMC3IP PTGR2 PTPRCAP PTPRS RABL2A RAP1GAP RCN1 REEP5 RIDA RPP14 RPS27L RRAGD RRBP1 RRP36 RTP4 S1PR3 SCEL SEC61A2 SELENOF SEPTIN6 SERPINE2 SFXN5 SLC20A2 SLC22A3 SLC25A11 SLC25A39 SLC29A3 SLC35A1 SLC37A4 SLC46A3 SMCO3 SMIM8 SMYD2 SOCS5 SOCS6 SREK1 SREK1IP1 SRSF1 ST3GAL6 STARD3 STARD5 STARD6 STK16 STOM STRN4 SUFU TBCCD1 TCN2 TEDC2 TFDP2 TIMM8B TIRAP TLR7 TMED6 TMED9 TMEM147 TMEM18 TMEM191C TMOD2 TNFRSF13B TOR3A TRIM45 TRMT1 TSN TSPAN15 TTC28 TXN2 UPF3B VARS2 WDR12 WDR24 WDR83 YOD1 ZDHHC14 ZMYND11 ZNF235 ZNF329 ZNF414 ZNF43 ZNF563 ZNF708 ZNF790 GSE557_WT_VS_I_AB_KO_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE557_WT_VS_I_AB_KO_DC_DN ADGRL2 AFF4 AGPAT5 AP3S1 ARHGAP6 BBS2 BCL2L14 BEND5 BTBD8 BUB3 C15orf39 CASKIN2 CCDC92 CCNE1 CCT3 CDC34 CDC42EP3 CDCA5 CDH13 CDKN2A CEP43 CEP76 CLDN2 CNOT2 CNOT9 CNTROB COPRS CPE CRPPA CS DDIT3 DNAH11 DUSP18 DUSP5 EGR2 EHBP1L1 EHD3 EIF2S2 EIF4H ELMO1 EMILIN2 ENY2 ERI1 FAAP24 FABP5 FADS1 FAM117B FAM133B FAM76B FAM83F FCHSD2 FDFT1 FRMD5 FUNDC1 FYTTD1 GABPB1 GCOM1 GLA GMNN GOPC GTF3C4 HSPH1 IFT57 IFT80 IGF2BP3 IL21R IL2RB IMPA2 INTS13 IRAG2 ITPA KCNS1 KCTD9 KIAA1958 LAP3 LBR LHFPL4 LIN54 LIN7C LRRC2 LSM14A MAP2 MAP9 MCM9 MFSD13A MICU2 MIS18A MPHOSPH6 MROH2A MRPL27 MRPL57 MRPS22 MRPS25 NAA10 NAA50 NACC1 NANOS1 NCBP3 NDE1 NEK1 NFE2L2 NHP2 NLRX1 NME1 NMNAT3 NOP16 NPLOC4 NR4A3 NRBF2 NUP133 NXF2 OAZ1 OTUD6B OTULIN PDHX PDP1 PEMT PEX7 PFDN6 PFKFB1 PGRMC2 PHF5A PIDD1 PMM1 POLG POLR2C PPIH PPP2CA PPP2R5A PPP2R5D PPP6C PRADC1 PRDX2 PRMT5 PRSS16 PSIP1 PSMA1 PSMA6 PSMD13 PUM2 RAB9A RAD23B RAD51B RARS1 RECQL4 RFC2 RIC3 RIF1 RIPK3 RNASEH2B RNF7 RPAP3 RYBP SARNP SART3 SCLT1 SDE2 SFMBT1 SFPQ SFR1 SIRT1 SLAIN1 SLAMF7 SLC16A1 SLC25A13 SLC25A25 SLC43A3 SLC66A3 SMC3 SMCO1 SNAP23 SPAG7 SPEF1 SUGT1 SUPT16H TAF4 TEX9 TFG TGIF1 TIMELESS TIMM23 TMEM11 TNFAIP8 TONSL TRA2B TTC32 TTC7B UBA3 UBE2A UQCC2 VPS35 VPS4A WBP4 XRN2 YES1 YWHAQ ZFP36L2 ZNF496 ZNF664 ZW10 GSE557_WT_VS_I_AB_KO_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE557_WT_VS_I_AB_KO_DC_UP ABCD4 ABHD17B ABHD2 ACAA1 ACSS1 ADI1 ADORA3 AFP AKAP7 AMER1 ANGEL1 ANKRA2 AP3M2 AP5Z1 ARAF ARHGAP4 ARHGAP45 ARID4B ARL14EP AS3MT ASAP2 AZI2 BACE1 BIVM BLOC1S2 BTK C3orf33 C4orf47 CACNB4 CAPN5 CCDC125 CCDC28A CCDC62 CCNJ CCR5 CD151 CDC42SE1 CDIP1 CDK10 CERS2 CLCN5 CLIC4 CLK2 CNPY3 COMTD1 CRACDL CRELD1 CYLD DCXR DENND1C DENND6B DHX33 DOCK2 DOK3 DUSP12 EARS2 EHBP1 ELAC1 ENSG00000267882 EPS15 ERI3 ETV3 EXTL2 FAM111A FAM120AOS FAM149A FAM193B FBXL4 FBXO38 FCSK FLAD1 GANC GLO1 GML GNE GOLGA5 GOLM1 GPR137 GPR183 GRINA GTPBP2 GTPBP6 HDDC2 HLA-DOA HSH2D ICE2 IFFO2 IFNAR1 INPP5F IP6K1 ITPK1 KLF12 KLHL17 KLHL22 KYNU LAMTOR3 LDLRAP1 LPCAT1 LRRC61 MANBA MAP7 MCCC1 MCL1 METTL1 MIA3 MMP24 MOSMO MOSPD3 MTERF3 MTMR4 NCDN NDFIP1 NEB NFS1 NID1 NOXRED1 NRDE2 NUP160 OAS2 OGA ORAI3 OVCA2 PAN2 PARD6G PARP2 PATJ PAXX PDLIM2 PDLIM5 PFDN5 POU6F1 PPFIBP2 PREB PRKAB2 PTGER4 PTPN18 PTPN6 PTPRE PUS3 PXN RAB12 RAB33B REEP5 RELCH RGP1 RNF123 RWDD4 SBSN SEPTIN9 SHARPIN SLC20A2 SLC35A1 SLC35B3 SLC35C2 SLC36A2 SLC43A2 SNX2 SNX33 SPAG9 SPTBN1 SSR4 ST6GALNAC3 STARD10 STAT6 STX16 TASOR2 TBK1 TCEA2 TEP1 TEX2 TG TMC4 TMEM147 TMTC2 TNFAIP8L2 TNFRSF13B TOM1L2 TOR4A TRAF1 TRIM24 TRIM7 TRIP11 TRMT1 TSHB TSPAN15 TSPAN2 TSPO TTC14 UBR1 UNC50 VPS37B WDR11 WDR13 YOD1 ZBTB18 ZFP14 ZFP28 ZKSCAN8 ZNF808 ZYG11B GSE5589_IL6_KO_VS_IL10_KO_LPS_AND_IL10_STIM_MACROPHAGE_180MIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5589_IL6_KO_VS_IL10_KO_LPS_AND_IL10_STIM_MACROPHAGE_180MIN_DN ABCD2 ABCD3 ACTN1 ACVRL1 ADAMTS1 ADD3 ADORA2B ADPRH AFG3L2 ALDH1B1 ALK AMZ1 ANGPTL3 ANGPTL6 APEX1 APTX AQP9 ARL15 ATP13A1 ATP8A2 AUH BAG5 BCAP31 BCAT2 BSCL2 BST1 C1GALT1C1 CASP6 CCL24 CD36 CDK2AP2 CDK8 CDR2L CFAP418 CHCHD10 CLIC4 CNTNAP2 COMTD1 CYB5R1 DCBLD2 DDX31 DGKG DLST DMTF1 DPF2 EDIL3 EGR1 EIF2B2 EMC4 EMP2 ENPP6 ERO1A ERRFI1 EXO5 FAHD1 FAM110C FICD FNDC3A FOS FSD2 FYTTD1 FZD7 GALNT15 GFI1B GFRA2 GGCX GHITM GPBP1 GRAMD4 GTF3C4 GYPC HIBADH HK2 HNRNPH3 HOXD10 HSPA1B HSPA1L HSPE1 IGF2BP3 IGSF3 ITFG2 ITGA2B ITGAM KCNJ14 KLF10 LAYN LGI3 LIMK1 LMOD3 LONP1 MAMLD1 MAP4K1 MAP4K5 MAP6D1 MCF2L MCRIP2 MED13L MEF2C METRNL MFHAS1 MRI1 MTERF1 MTMR7 N4BP1 NAPEPLD NARS1 NDUFA13 NIPA2 NTHL1 PABPC1 PANK4 PDE4DIP PDGFA PFKP PGM5 PKD2L1 PKDCC PLA2G12A PLA2G2E PLEKHF1 PPA2 PPP3R1 PRKCI PROKR1 PSTPIP1 PTGES2 PTK2 PTPMT1 PTPN3 PTRH1 RABGEF1 RABGGTB RARS1 RASSF8 REL RGS1 RHOV RIC1 RIPK2 RNASE3 RNF113A RPL14 RXYLT1 SDAD1 SEL1L3 SERTAD1 SH3KBP1 SIPA1L1 SLC1A5 SLC25A32 SLC30A4 SLC38A9 SLC3A2 SMAD2 SMIM6 SNHG32 SNHG6 SPIRE1 SRA1 SRGN SRP72 SRPX2 SSR4 ST7 TCEAL7 TDRD3 TENM4 TESC TFPI2 TGFBR3 THRA TMEM11 TMEM126B TMEM158 TMEM181 TMEM198 TOM1L1 TRAF5 TRIB3 TRMT61A TRNAU1AP TSPAN31 TTC39B TTPAL UBQLN1 USP36 USP4 USP40 USPL1 UTP18 UTP25 VMP1 WDR74 WNT5B WWC1 ZBTB5 ZC3H12A ZNF341 ZNF598 ZPR1 GSE5589_IL6_KO_VS_IL10_KO_LPS_AND_IL10_STIM_MACROPHAGE_180MIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5589_IL6_KO_VS_IL10_KO_LPS_AND_IL10_STIM_MACROPHAGE_180MIN_UP ABHD14B ADAP1 AGBL3 ALOX5AP ANAPC15 APAF1 ARHGAP18 ARHGAP19 ATG2B ATL1 B3GALNT1 BEND4 BLMH BRD9 BST2 C1QC CC2D1B CCN1 CCND3 CD180 CD1D CD5L CD99L2 CDC42EP3 CELF1 CEP131 CEP19 CERS5 CLEC4D CNOT6 COMMD9 COPS7A CPLANE1 CPSF1 CRYZ CSK DDX23 DGKZ DHX32 DIPK2A DISP1 DTD1 EDC3 EIF4EBP2 EIF5A2 ENTREP3 FAM107B FAM217B FAM3C FBXW4 FLI1 FNIP2 GAB3 GALNT4 GAPVD1 GAS2L3 GDPD1 GLIS3 GLTP GMIP GNG12 GNPAT GPR176 GPR34 GRAMD1A H1-0 HELZ HMGA2 HMOX2 HNRNPUL1 HOXA3 HSPA2 HSPB1 ICA1 IGKC ING1 KDSR KIFAP3 KLHL8 KPNA3 LAGE3 LAMA3 LIFR LOXL3 LPCAT2 LRG1 LRSAM1 LSP1 LTC4S MADD MAF MAN1C1 MAP1LC3B MAP1S MAP3K5 MBD1 MFNG MINDY2 MLEC MPST MRPL11 MRPS21 MRPS33 MS4A6A MSRB2 MVB12A MYL6 NDUFA1 NDUFA3 NEK3 NELFA NELFB NFXL1 NGDN NGLY1 NKIRAS2 NMRK1 NOD1 OCEL1 P2RY13 PAK2 PBXIP1 PCBP4 PDP2 PECR PF4 PHYKPL PKIB POSTN PPP1R13B PRKAR2B PRPS2 PTEN PTK2B PTPN6 RAB34 RAC1 RAC3 RALBP1 RAPGEF6 RAPH1 RAPSN RASSF2 RFNG RNASE4 RNF14 RNF19A RNPEPL1 RPL11 RPP21 RTEL1 RUNDC3B S1PR1 SASH1 SC5D SCAP SCARB1 SELENOW SEMA4D SERHL2 SGCB SH3BP5L SH3D19 SIAE SKIL SLC9A9 SLFN13 SMAGP SOD1 STARD9 STK38 SUCLG2 SUSD3 SVBP SYNGR1 TBC1D14 TLR3 TMA7 TMEM18 TNC TNRC6A TRAF3IP3 TRIM32 TRIOBP TSC22D4 TTYH3 TUBB2B ULK2 UQCC6 UQCR11 USP22 VAMP3 VAV3 VPS26C WWP1 YWHAH ZC4H2 ZNF229 ZNF658 ZZEF1 GSE5589_IL6_KO_VS_IL10_KO_LPS_AND_IL10_STIM_MACROPHAGE_45MIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5589_IL6_KO_VS_IL10_KO_LPS_AND_IL10_STIM_MACROPHAGE_45MIN_DN ABCD2 ABCG1 ABHD12 ABHD3 ACAA2 ACCS ACP5 ACP6 ACSF2 ACTR5 AKR1B1 AKR1B15 ALDH9A1 ANGPTL3 ANGPTL4 ANXA2 ARHGEF6 ASB4 ASPA ATP13A3 ATP6V0A1 ATP6V0D2 ATP6V1B2 AVPI1 AXL BCAP31 BLTP3B BRAF BRCA1 C4orf46 CASP8 CDK2 CELA1 CENPU CHD3 CKAP5 COL6A1 CORO2B COX20 CPT1A DCAF6 DDB2 DGKZ DOCK7 ECH1 ECHDC1 ECI2 ELF1 ENGASE ENPP1 ERMP1 ETFA ETFB EXT1 FABP4 FABP7 FAM53B FGF11 FHDC1 FILIP1L FLCN FRK GALNT15 GET1 GHR GLUL GPCPD1 GPRASP3 GRK2 GSPT1 GSTT2 H6PD HADHB HARS2 HAUS4 HBP1 HEY1 HMOX1 HNRNPH2 HSDL2 HSPA2 HYCC1 ICAM4 IL16 IL1A IL1RN IL31RA IPO8 IRAK2 IRF2BP2 IST1 ITGAV KANSL1 KBTBD2 KCTD5 KIF7 KLF10 KLF11 KLHL9 LDHA LIMS2 LNX2 LPCAT3 LRRC39 LY75 MAN2A1 MCOLN1 MED17 MED30 MGAT4B MRPS6 MYSM1 NATD1 NEDD4L NET1 NIPA2 NR1D2 NR2C1 OARD1 OCRL OSBPL11 P2RY14 PAXBP1 PDE3B PDGFC PECAM1 PEX11A PICALM PLA2G6 PLCXD2 PLEKHB2 PLEKHH2 PLIN2 PNPO POLG2 PPIP5K1 PRG4 PRICKLE2 PRUNE1 PTBP3 PTGER2 PTGR2 QRICH1 RALGDS RIPK1 RNF216 RPRD1B SCARB2 SCOC SEPHS2 SEPTIN9 SH3BGRL2 SIRPB1 SLC18B1 SLC25A15 SLC25A20 SLC25A51 SLC27A1 SLC27A2 SLC37A2 SLC5A3 SMAD6 SMARCAD1 SMPDL3A SNX10 SNX9 SORT1 SPAG5 SPTLC2 STIMATE SUCLG2 SYNE2 TASL TBC1D9 TEX19 TGFBR3 THBD THOC2 THUMPD2 TLE1 TMEM245 TMEM263 TMEM65 TPCN2 TREML4 TRIM25 TTC38 TTC39B TUSC1 UBE2Q2 UBQLN2 UBR1 ULK3 USP16 UTRN VAV3 WDFY2 XPR1 ZNF182 GSE5589_IL6_KO_VS_IL10_KO_LPS_AND_IL10_STIM_MACROPHAGE_45MIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5589_IL6_KO_VS_IL10_KO_LPS_AND_IL10_STIM_MACROPHAGE_45MIN_UP ABCC1 ABI2 ACAP1 ADGRG6 AGPAT2 AHI1 AMN1 ANXA11 ANXA3 APBB2 APPBP2 ARHGAP6 ARL3 ARL4C ARPC2 ASAP2 ASB11 ASPG ATP1B3 ATP5MC3 ATP8A2 BEST2 C10orf82 C18orf54 C1orf21 CAPN6 CBX5 CCL4 CD14 CD163 CD276 CD320 CD40 CDCP1 CDKN1A CFAP54 CHST11 CLCN5 CLDND1 CLSTN1 CNNM2 CNNM4 CRACDL CRELD2 CRLF2 CRMP1 CRTAP CSNK2A2 CTTN CYP4F22 DAPK1 DCBLD2 DCSTAMP DEF6 DENND11 DLG3 DLGAP4 DOT1L DPYD DPYS DUSP28 EHMT1 EMC10 ETS2 FABP3 FAM118A FAM217B FAM43A FEM1B FGL2 FHOD1 FLNC FN1 FOXB2 FOXRED2 FRMD6 FXYD2 FXYD5 GABRA3 GASK1B GCHFR GCLM GGN GPR68 GSS IFITM3 IGF2BP2 IL1RL1 IL21R INPPL1 IRF4 ITGA5 ITGAX ITSN1 JARID2 KCNK6 KCTD17 KIAA0319 KLF6 KLK8 LONRF3 LPCAT2 LPGAT1 LRRC8C MALT1 MAP2K4 MARCHF1 MCF2L MFSD6 MMP12 MMP14 MMP8 MMP9 MRPL48 MTF2 MYBPH NANOS1 NCF1 NES NFKBIE NNMT NTHL1 NTRK1 OSM P3H3 PANX1 PCDHB11 PDE8A PDPN PER1 PFDN1 PHACTR3 PHLPP1 PIK3CB PILRB PLAGL1 PLAUR PLEKHA1 PMEPA1 POSTN PPARG PRDX4 PRELID2 PRKCB PRKD3 PSD3 PTPN9 PTPRE PTPRS RASAL1 RELB RGS16 RILPL1 RNASET2 RTKN RTN4RL1 RUNX3 RUSC2 RYR1 SAMSN1 SATB1 SDF2L1 SLC2A6 SLC7A11 SMAD7 SMDT1 SMPDL3B SPHK1 SPNS3 SPP2 SPRYD7 SPSB4 SQOR SS18L2 STAP1 STON2 STXBP1 TACC2 TENM4 TESK1 THPO TIMELESS TIMP2 TLR1 TMED3 TMEM163 TMEM171 TNFAIP3 TPR TRAF3 TSPAN13 TTC39C UCHL1 UCHL5 VOPP1 XKR4 ZC3H12C ZDHHC18 ZNF516 ZYX GSE5589_IL6_KO_VS_IL10_KO_LPS_AND_IL6_STIM_MACROPHAGE_45MIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5589_IL6_KO_VS_IL10_KO_LPS_AND_IL6_STIM_MACROPHAGE_45MIN_DN ABHD11 ACY3 ADD3 ADH1C ADPRH AHCYL2 AK4 AK8 AKIRIN2 ANGPTL4 ANXA9 ARHGAP12 ATF1 ATP6V0A2 B3GLCT BAG3 BATF3 BCAP29 BCAR3 BLCAP BORCS6 BRAF CAMK2N1 CCR5 CD74 CDK2AP1 CEBPG CHMP1B CKAP4 CLCN5 CLEC4A CLEC7A CLSTN1 COL4A4 COQ10B CSGALNACT2 CTSV DCUN1D3 DDRGK1 DENND2A DET1 DIP2B DIP2C DLGAP4 DNAAF5 DNAJB9 DOCK2 E4F1 EIF5B ELMO2 ENG EPB41L1 EPHX1 ERCC6 ERF ERN1 ETV3 F3 FAM110C FAM120C FAM124B FAM20C FBXL12 FPGT FZD7 GABRA3 GAMT GBP2 GCC1 GFRA2 GJD4 GLA GOLGA7 GOLPH3 GRK5 GSKIP GSTZ1 GZMA HDAC7 HFE HGS HIPK2 HLA-DQA1 HNRNPR HSPA1A IER5L IFNAR2 IGF2BP2 IL1A IL6ST IMPACT INPP5F IRF2BPL ITPK1 ITPR1 KATNBL1 KBTBD12 KICS2 KTN1 LARP4 LARP4B LIMS2 LPCAT3 LRRC10B LSM14B MAP3K6 MIA2 MIEF1 MINDY1 MMACHC MREG MRGBP MRGPRE MRI1 MTDH MXI1 MYRF NAA30 NAAA NIBAN2 NIPA2 NOTUM NXF1 ORC4 P2RY1 P3H2 PALLD PBX1 PECAM1 PEX11G PEX16 PITPNC1 PLA2G6 PLEKHA3 PLOD3 PLPP3 PLPPR4 POLR2M PON3 POU3F1 PSME4 PTGR2 PTK2 PUM2 RAB33B RABAC1 RNF181 RPF2 RPIA RPS6KA3 SAMHD1 SDE2 SDF4 SET SHC1 SHTN1 SLAMF8 SLC25A51 SLC26A6 SLC7A11 SMAD5 SNHG12 SOCS2 SPHK1 SRA1 SRP72 SRPRA ST6GALNAC4 ST7L SULT1A1 TANC2 TAX1BP3 TBL1X TBXA2R TENM4 TF TGIF1 TIAM1 TIPARP TMEM165 TMEM69 TPCN2 TRAF3IP2 TRIM25 TRIP12 TRMT11 TSPAN17 TSPAN31 TSPAN7 TTC33 TUSC3 UBE2W UBR5 USP3 WDR13 WTIP YPEL2 YY1 ZBTB1 ZDHHC24 GSE5589_IL6_KO_VS_IL10_KO_LPS_AND_IL6_STIM_MACROPHAGE_45MIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5589_IL6_KO_VS_IL10_KO_LPS_AND_IL6_STIM_MACROPHAGE_45MIN_UP ABCC1 AFP AKR1B15 ALG9 ALS2CL AOAH AP1G2 APEH APOBEC3B AQP1 ARHGAP11A ARHGAP33 ARID3B ARPIN ATAD5 ATP5MF ATP8B2 ATP8B4 AURKA BCL7A BIN1 BLMH BORCS7 BST2 BUB1B C16orf74 C8orf33 C8orf58 CCDC91 CD109 CDC45 CDC6 CDCA2 CEMIP2 CENPH CENPO CENPQ CENPT CEP20 CNTLN CNTRL COQ6 CPSF1 CPT1C CRYBG3 CTSC CX3CR1 CYSLTR1 DAD1 DCTPP1 DHFR DIP2A DNMT1 DPY19L1 DUSP7 EBPL EIF4EBP2 EIF4ENIF1 EIF5A2 ELMO1 ERCC6L ESPL1 FAM107B FAM217B FAM234B FASTKD3 FBLN2 FCHO1 FHOD1 FOXC2 FURIN G3BP2 GCLM GGA2 GLIS3 GPN1 GPR183 GPX3 GSR HECA HELLS HES6 HNRNPA1 HOMER3 HOOK3 HPS4 HSCB HSD17B7 IFT81 INPP1 IQCB1 JPT2 KHK KIAA1522 KIF24 KIRREL1 KNSTRN LARS2 LBX2 LMNB1 LOX LOXL2 LRP8 LTBP2 LYN MAF MAP3K5 MBNL3 MCM4 MFNG MMP14 MRPS18C MTCH1 NEDD8 NEK2 NEK3 NELFE NF2 NFE2L2 NFXL1 NIPSNAP1 NISCH NPY OIP5 OLFML3 OSBPL1A OXCT1 P2RY12 PACS1 PALB2 PAPSS1 PARVB PCM1 PDP2 PELI1 PFKM PID1 PIK3AP1 POLE POLH PPIA PPP1R13B PRIM1 PRPSAP1 PXK QRICH1 RAD51AP1 RAD54L RBM3 RBM43 SAMD4A SERPINH1 SESN3 SGO1 SH3BP5L SKIL SLC16A6 SLC25A15 SLC35C2 SLC38A10 SLIRP SNCAIP SNX2 SPC24 SRBD1 SRGAP3 SSX2IP STIL STK35 SUCLG2 SVIP SYCE2 TAF1D TBC1D14 TFDP1 TMED8 TMEM65 TMEM9 TNNI2 TNS3 TPX2 TRAF3IP3 TRIM21 TRIP6 TTF2 TYMS TYW3 U2AF1 UBE2L3 UBE2L6 UBE2T UBN1 VPS33A ZC3H4 ZCCHC8 ZCRB1 ZGRF1 ZNF367 ZNF579 ZUP1 GSE5589_IL6_KO_VS_IL10_KO_LPS_STIM_MACROPHAGE_180MIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5589_IL6_KO_VS_IL10_KO_LPS_STIM_MACROPHAGE_180MIN_DN ABCB10 ABHD3 ABI3 ACOT1 ACOX1 ACP5 ACTB ADIPOQ AGPAT3 AIF1 ANGPTL4 ANKRD33B ANO3 AP2A2 APH1B APOBEC1 APOC2 ARHGAP19 ARMC2 ART5 ASB4 AUP1 AXIN1 B3GALT5 B3GNT2 BAIAP2 BBOX1 BCL2L11 BHLHE23 BRINP1 C11orf54 C5AR1 CD300A CD46 CDHR4 CES3 CHRDL2 CIAO3 CIPC CLCA2 CNP COX20 CPSF4 CREG1 CRIP3 CSF2 CTDSP1 DDX24 DEPDC7 DNAJC4 DXO DYNLT1 ECI1 EIF2A ELFN2 ENGASE F8 FAM219B FAM83F FAM86B2 FCGR2A FCGR3A FRAT2 FSD2 GABARAPL1 GAK GALNT15 GDF15 GDPD1 GDPD3 GP1BB GPC2 GPR137B GPR161 GSTT2 GUCD1 GUK1 HBA2 HMOX1 HMOX2 HNRNPLL HPS6 IDNK IFT52 IGSF23 INPP5D ITGB5 ITM2B KCNC2 KIAA1522 KRT7 LDB1 LGALS4 LGMN LY9 LYSMD2 MAB21L1 MED29 METTL7A MFAP3L MIR1915HG MPEG1 MRPS6 NALF1 NATD1 NECTIN4 NEDD4 NEDD8 NLRP5 NME4 NT5C3B NUAK2 ORM2 OSBPL10 OTULINL PARP9 PCP4 PEG10 PGAP3 PGLS PIAS2 PIK3R3 PIK3R5 PITPNM1 PLA2G15 PLIN2 PLPPR5 PNPLA7 POLR2J PON3 POU6F2 PPARA PPP1CA PRKCD PRKCI PROM1 PSAP RAD9A RALGDS RASA3 RBP1 REC8 REG1B RHOH RNASEH2C RNF181 RRP36 S100A5 SCD SELENBP1 SERP1 SH2D1B SH3BGR SHPK SIX6 SLC11A1 SLC30A1 SLC32A1 SLC38A3 SLC40A1 SLC41A3 SMPDL3A SNCA SNIP1 SNORD123 SNX5 SNX9 SOD1 SORD SOX13 SOX2-OT SOX9 SP4 SPAG6 SSBP4 STAG3 STARD3 STK11IP SUCNR1 SULT6B1 SUPT5H SUSD1 TALDO1 TBC1D22A TBC1D8 TBX15 TMBIM6 TMEM140 TMEM260 TMUB1 TOP3A TPBG TPRA1 TRIM25 TSLP TST UCP3 UQCC1 ZNF251 ZNF512B GSE5589_IL6_KO_VS_IL10_KO_LPS_STIM_MACROPHAGE_180MIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5589_IL6_KO_VS_IL10_KO_LPS_STIM_MACROPHAGE_180MIN_UP ABHD18 ABL1 ACAP1 ACER2 ACP1 ACSBG1 ADAM8 ADAMTS4 AGA AGGF1 AHNAK ALKBH7 ALPK1 ANG ANGPT1 ANKRD34A ANO8 APBB2 APPL1 AQP9 ARHGAP42 ARL1 ARMC3 ASIC5 ATP11B ATP1B4 BMX BSDC1 BTG3 C17orf58 CA6 CA7 CACNA1A CCSAP CD28 CD34 CDCP1 CDK7 CFAP43 CHCHD1 CKAP4 CLDN10 CLDND1 CNNM2 COX4I1 CRACDL CRTC2 CRYM CZIB DAPK1 DENND1B DLGAP4 DMWD DNAJB12 DNAJC21 DTWD1 EFR3B EHMT1 EIF3G EPS15L1 F2RL3 FABP3 FAF2 FAM220A FBP1 FBXL21P FBXO8 FLYWCH2 FN1 FOXRED2 FXYD2 GALNT3 GALNT9 GATA2 GGNBP2 GOLGB1 GPR107 GRM3 GTF2IRD2 HDHD3 HEXB HMGA2 HNRNPA0 HNRNPH1 HOMER3 HSD17B12 HSPA5 IFFO2 IL11RA INSIG2 IRF4 ISCA2 ITFG2 ITGAM KCNJ3 LARP4 LNX1 LPAR3 LPAR4 LRATD2 LRCH1 LRRK2 LTC4S MAFG MAMDC2 MAP6 MBD2 MCAM MECR MEF2A MEF2C METTL26 MFSD6 MME MRM3 MROH9 MRPS33 MSANTD4 MYBPC2 NBDY NBEA NCKAP1 NCS1 NDUFAF3 NDUFAF8 NEK9 NEMF NFIX NGDN NHERF2 NOL12 NSMCE2 NTAQ1 NTHL1 NUCB2 NUDCD2 ODC1 PADI2 PARD6A PBXIP1 PDE8A PDZD8 PHLPP1 PIK3C2A PPM1A PPP1R3C PRPH2 PRRC2C PSD3 PTGIR PTPRS PUDP RAB27A RAD23A RASGRP3 RGS18 RHPN1 RIOX2 RNF222 RPS3A RSPH9 RYR1 SCHIP1 SDC3 SEC13 SFRP2 SFXN4 SKA2 SLA SLC25A38 SLC45A3 SLC9A2 SMCO4 SMPD5 SPCS3 SPRYD3 SPRYD7 SPTBN1 ST3GAL5 STARD6 TBC1D25 TINAG TLN1 TMEM88 TNKS1BP1 TRAF2 TRAPPC2B TRIM68 TRMT6 TXNDC17 TYMS UCK2 VEGFA VEZF1 VGLL1 VWA5A WFS1 ZNF276 ZNF32 ZNF334 GSE5589_IL6_KO_VS_IL10_KO_LPS_STIM_MACROPHAGE_45MIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5589_IL6_KO_VS_IL10_KO_LPS_STIM_MACROPHAGE_45MIN_DN ABCD3 ADGRG5 ADHFE1 AHCYL1 AKIRIN2 ALG5 ALK ALKBH1 APTX ARHGAP12 ARIH1 ARL15 ARL6IP5 ATF4 ATMIN ATP6V1B2 ATP6V1E1 AVIL BTBD3 C11orf58 C19orf44 CAPZB CASP6 CCDC59 CD320 CD36 CDH17 CERS6 CFP CHAC1 CHP1 CKAP4 CKB CLCNKA CLIC4 COMTD1 COQ9 COX11 COX18 CREB3L2 CSDE1 CYBA DDRGK1 DDX54 DGKG DHRS11 DNAJA3 DUSP1 DUSP4 E4F1 EARS2 EEF1B2 EGR4 EIF2B2 EIF3D EIF3K ELL2 ENPP6 EPRS1 ERP44 ESD EVX2 EXO5 FAM227A FBXO32 FGFR4 FOXH1 GALNT15 GALNT6 GALNT7 GCNT1 GHITM GLA GORASP2 GPD1 GRPEL1 GTF3C4 GTPBP2 HCN3 HILPDA HIVEP2 HNRNPH3 HOXA7 HOXD1 HSPA1B HSPA1L IER3 IGSF3 ISCU ITGB8 JUN KCNK4 KLF10 LARS1 LAT LAYN LEO1 LIMK1 LMAN2 LMO4 LONP1 LTA4H MAEA MAP4K1 MCTS1 METRNL MIR99AHG MN1 MOCS2 MRPS26 MRPS28 MTERF3 MYRF N4BP1 NAA25 NADSYN1 NAPEPLD NCK1 NDUFA13 NDUFS7 NEURL2 NFE2L1 NIPA2 NT5DC3 NT5M NUDT9 OIT3 OLFM1 OSGEP PDIA4 PFDN2 PHGDH PKDCC PLA2G12A PLOD3 PLVAP POU3F4 PPP1R21 PRPF38B PTPN2 PTPN3 PXT1 RAMP3 RARG RASSF8 RETSAT RGS1 RILP RITA1 RNF113A RNF32 RPS9 RSL1D1 RTF2 RUNX2 RXYLT1 SDE2 SEL1L SEL1L3 SEPTIN9 SERTAD2 SHISA2 SHISA9 SHQ1 SIPA1L1 SLC36A2 SLC7A1 SNHG12 SNHG6 SOAT2 SOCS2 SPIRE1 SSB STAB2 STS SYDE2 TCEAL7 TCERG1L TDRD3 THRA TMED5 TMEM165 TMEM179B TMEM181 TMEM205 TOM1L1 TRIM36 TRMT61A TSPAN31 TTPAL UBAC2 UBE2E1 UBXN1 URI1 USP18 YAE1 ZC3H12A ZNF532 ZNF706 GSE5589_IL6_KO_VS_IL10_KO_LPS_STIM_MACROPHAGE_45MIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5589_IL6_KO_VS_IL10_KO_LPS_STIM_MACROPHAGE_45MIN_UP ABCG2 ABHD17A ABHD8 ACAT1 ADK AFP AGBL5 AGO4 ANKRD13A APAF1 APBB1IP ARHGAP1 ARHGAP4 ARHGAP45 ASS1 B9D1 BCL2L1 BEND4 BEND6 BLMH BOD1L1 C16orf74 C18orf32 C1QB CAMP CARHSP1 CC2D1B CCM2 CCN1 CCNK CD300LF CD33 CD5L CDK14 CDK16 CENPJ CERT1 CFAP410 CHCHD2 CLEC4D CLN6 CNN2 CPSF1 CPT1C CRLF3 CTBP1 DAB2 DDX23 DEDD2 DGKD DHRS4 DIPK2A DYNC2LI1 E2F2 EBPL EEA1 ERCC6L ERLIN1 ESR1 EXOC1 EXOC4 FAM177A1 FASN FTH1 G6PD GALNT4 GAS2L3 GNG12 GNPAT GPD2 GPR176 GPR34 GSDME GXYLT1 HDAC6 HELQ HEXA HNRNPDL HOOK2 HSD17B7 HSPB6 IFT74 INTS13 IPO8 ITGB3BP KANSL1 KDM3B KDSR KIF13B KIFAP3 KLC4 KLHL20 LAMC1 LANCL2 LPCAT2 LPGAT1 MAGED1 MAN1C1 MAP3K5 MBD4 MBP MED4 MEX3B MFSD13A MKNK2 MMD MOB2 MRPS18C MRPS33 MS4A6A MSS51 MTMR6 MTRF1L MYL6 NCBP2 NCBP2AS2 NELFB NEU1 NFXL1 NIPAL3 NOA1 PABIR2 PADI2 PADI4 PAFAH1B3 PARPBP PCCB PKIB PKP4 PLEKHA8 PLOD1 PLXNB2 PPT1 PRAF2 PTK2B RAB3D RAB3GAP1 RALGPS2 RAPGEF6 RASSF2 RBM44 RCBTB2 RIF1 RINT1 RNPS1 ROGDI RPAP3 RPP21 RPS6KA5 RXRA SACS SAMD9L SASH1 SERHL2 SERPINE1 SH3BP5L SHC4 SLC30A5 SLC35E3 SLC7A6 SLC9A5 SLC9A9 SMAGP SRGAP2 SRL SRP14 SRRM1 STK38 STX2 TADA1 TBC1D9B TEDC1 TIAL1 TMEM184C TMEM43 TOMM7 TRAF3IP3 TRAPPC2L TRIM21 TRIM32 TSHZ1 TTC7A UAP1 UBAP2L USP15 USP22 VMA21 VPS26A VPS37C VTA1 WASHC1 WDFY3 WDR90 WWC2 WWP2 ZFAND2A ZFYVE26 ZIK1 ZMPSTE24 ZNF658 GSE5589_LPS_AND_IL10_VS_LPS_AND_IL6_STIM_IL10_KO_MACROPHAGE_45MIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5589_LPS_AND_IL10_VS_LPS_AND_IL6_STIM_IL10_KO_MACROPHAGE_45MIN_DN ABI2 ACOT11 ACTR1B ADAM28 ADGRG6 ADGRL1 AK1 AKAP3 AKTIP ALG2 APBB1IP APP ARHGAP26 ASIC3 B4GALT4 BCAP29 BCL7C BEND4 BRF1 BTBD3 BTBD6 C1orf53 C3orf70 C5orf24 CABLES2 CAMKK1 CBX2 CCAR2 CCDC120 CD1D CD276 CD34 CD99L2 CDK18 CDK6 CEP104 CLPTM1 CXCR3 CYP3A7 CYYR1 DCBLD2 DIPK2A DNAAF5 DNMBP DYNC2I2 EDNRB EHHADH ELMOD3 ERAP1 ESD ETS1 EXOC6B F13B FAM78A FAT3 FNBP1 GABRA3 GASK1B GDF10 GLP1R GPN2 GSTM3 GUSB HOXB2 ICA1L IL1RN IL21R INSIG2 ITGA5 ITGAL ITPRID2 JAG1 KANSL1 KDSR KIF12 KPNA3 KPNA4 LAIR1 LANCL2 LCMT2 LMLN LRRC14 LRRC28 LYZL6 MAGEE1 MAN1A1 MARCKSL1 MDM2 MFSD6 MID1IP1 MKRN2 MMP12 MMP13 MPZL2 MRM3 MSR1 MTUS1 MYH10 NCAPG2 NEDD4L NFATC2 NLRC3 OPRM1 ORC2 OVCA2 PABPC1 PANX1 PCBP2 PCDHB16 PCGF6 PGM2 PHETA1 PIP4K2B PKP3 PLEK POLR2M PPTC7 PRKG1 PRR5L PSMD1 PTGIR PTGS1 PTPRA PYGB RAB11A RAB34 RAP2A RAPGEF5 RCAN1 RETREG1 RHD RHOH RIOX1 RNF14 RNGTT RPL31 RPS6KA2 RRP8 SAP30 SEH1L SEMA4C SEZ6L2 SFMBT1 SFN SH3D19 SH3PXD2B SHB SLAIN2 SLC25A12 SLC25A23 SLC2A6 SLC2A9 SLC30A4 SLC38A1 SLF2 SPA17 SPIRE1 SPRR3 SPRYD7 SPTB SPX SPZ1 ST14 ST7 ST8SIA3 STAMBPL1 STEAP4 STXBP1 SYT11 TAF3 TAOK2 TAS1R2 TBL1X TBPL1 TENT5C TGM1 THAP12 TIAM1 TMED8 TMX4 TRAK2 TRIM21 TSG101 TTC7B TUBG2 UBASH3B UBE2D3 UBE2J1 UBE2V1 UTP4 VAV3 VMA21 VWA8 WTAP WTIP ZBTB37 ZCCHC3 ZFPM1 ZMAT3 ZNF438 GSE5589_LPS_AND_IL10_VS_LPS_AND_IL6_STIM_IL10_KO_MACROPHAGE_45MIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5589_LPS_AND_IL10_VS_LPS_AND_IL6_STIM_IL10_KO_MACROPHAGE_45MIN_UP ABCD2 ABHD12 ABHD3 ABI3 ACAA2 ACTRT1 ADAP2 ADCY3 AFMID ALDH1A2 ANGPTL3 ANGPTL4 ANXA2 AP5Z1 ARID5B ASPA ATP6V0A1 AXL BCAP31 BLTP3B C11orf54 C16orf74 C3orf14 C3orf84 C6orf141 CAMP CARD11 CASP8 CASZ1 CCNT2 CCR1 CD200 CD36 CD38 CD82 CDK17 CDK7 CEP112 CHAMP1 CHD4 CILP CNOT4 CPT1A CRABP2 CTNNB1 CXCL14 CYP11B2 DAG1 DBI DDT DSP EBP ELL ENPP1 ERCC6 EREG ETHE1 EVPL F7 FAM168B FAM184B FBXO32 FMO1 FSD2 GLDC GLUL GNAI1 GPCPD1 GPM6A GPX1 GRK3 GSTO1 GSTT1 HADHA HADHB HAGH HEBP1 HERPUD1 HEY1 HINT3 HMOX2 HNRNPUL1 HOXD10 HTR6 IL16 IL18 IL33 IQSEC1 KLF7 KLHL9 KRTAP4-11 LAMA3 LIMS2 LIMS4 LPCAT3 M6PR MAFB MALAT1 MAMLD1 MAN1C1 MAOA MAPKBP1 MARCHF6 MARVELD1 MGLL MGST2 MPC2 MYO1A NLN NOS2 NR1H3 OSBPL7 PDGFC PDPK1 PECR PEX11A PHAX PLIN2 PLXDC2 PON2 PPP1CA PPP2R5E PPT2 PRG2 PRG3 PSEN2 PTGIS PTPN13 RAB29 RAI2 RAMP1 RASL12 RBM39 REM1 RGL3 RPS11 RPTN S100A8 S100A9 SAMD4A SASH3 SBNO2 SCN11A SDC4 SELENOK SEMA6D SERPINB6 SHISA9 SHTN1 SIGLEC1 SIRPB1 SLC25A51 SLC37A2 SLC9A1 SLC9A6 SLCO2B1 SNX10 SNX27 SOD3 SON SORT1 SPIC SRI ST6GALNAC2 STAB2 STARD5 STOM TAF7 TALDO1 TECPR2 TGFBR2 TMEM141 TMEM26 TMEM65 TNFRSF21 TSPAN33 TTC39B TTYH2 TVP23B TWIST1 UBR2 UBXN4 UGT2B17 UNC119 USP40 VAMP4 VIPR1 VPREB1 VSIG8 WDR17 WNK3 ZBTB38 ZBTB5 ZBTB7A ZC3H12A ZMIZ1 ZNF43 ZNF446 ZNF462 ZNF608 GSE5589_LPS_AND_IL10_VS_LPS_AND_IL6_STIM_IL6_KO_MACROPHAGE_45MIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5589_LPS_AND_IL10_VS_LPS_AND_IL6_STIM_IL6_KO_MACROPHAGE_45MIN_DN ABCG1 ABHD12 ABHD3 ACAA2 ACBD5 ACTN1 ADAM22 AFF4 AGFG2 AGPAT1 AGPAT5 AIFM2 ALDH16A1 ALDH9A1 ANAPC13 ANGPTL3 ANO6 APRT ARHGAP18 ASPA ATP11C ATP13A3 ATP5MG ATXN1 BAG6 BLVRB BOLA2 CAMK1 CAT CAV1 CCDC22 CCDC47 CCNQ CCT3 CD300A CD82 CDK5R1 CLCN4 CLUH CNKSR3 COL4A2 CS CTNNB1 CXCL14 DAD1 DDX19A DDX3X DENND4B DENND4C DGLUCY DMXL2 DOCK5 ECH1 ECI2 EEF2 EEPD1 ENPP1 ETFB EXOC4 FAM209A FAM83F FBXL19 FCGRT FLNA GCLM GGA1 GGA2 GIT1 GLIS3 GLRX5 GNA12 GNGT2 GPCPD1 GPX4 GTF2I HADHA HADHB HBP1 HEBP1 HGSNAT HNMT HNRNPL HSD17B4 HVCN1 ICAM4 IFI27 IMP3 IPO4 IQSEC1 ISCU ITGAV ITGB3 KBTBD13 KDELR1 KIF1C KLHL9 LAMTOR4 LDHB LGALS4 LRP1 LRRC39 MAN2B2 MAPRE1 MERTK MFSD14A MGLL MGST1 MICOS10 MMGT1 MRPL20 MRPL23 MRPS33 MRPS6 MT1E MTURN MYO18A NADK NATD1 NDFIP1 NDUFA6 NEURL2 NIPAL3 NME2 NPC1 OAZ1 OSGIN1 PABPC4 PCDHGC4 PDGFC PEX5 PGLS PGM2L1 PIK3R2 PLIN2 PLXDC2 PMM1 PNRC1 PPT2 PRKAR2A PRXL2A PSEN2 RAB29 RALGDS RAMP1 RAPH1 RIT1 RNF166 RXRA SAMD4A SCAMP3 SCARB2 SDC1 SELENOP SEPHS2 SEPTIN9 SERPINB6 SH2B1 SH3BGRL2 SH3BGRL3 SH3PXD2A SKIC8 SLC11A1 SLC12A7 SLCO2B1 SNX9 SORD SOX7 SPEN-AS1 SPHK2 SPNS1 SSBP4 ST13 ST18 STAB2 SULT1A1 SYK TAF1D TBC1D15 TBC1D2 TBCC TGFBR1 TJP3 TKT TMBIM1 TMEM208 TMEM245 TOMM6 TPRA1 TRAPPC1 TRAPPC10 TRAPPC6A TRUB2 UBTD1 UQCC5 USP34 VAPA ZC3H3 ZFAND2B ZNF560 ZNF706 GSE5589_LPS_AND_IL10_VS_LPS_AND_IL6_STIM_IL6_KO_MACROPHAGE_45MIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5589_LPS_AND_IL10_VS_LPS_AND_IL6_STIM_IL6_KO_MACROPHAGE_45MIN_UP ADAM19 ADAM8 ADAMTS6 AFTPH AGRN AHSA1 AIDA AIF1 ANAPC5 APOC2 ARID5A ATF7IP ATP8B4 AZI2 B3GNT2 BRCC3 C1QA C1orf54 CASP1 CASP12 CASP4 CCL13 CCL2 CCL5 CCL7 CCND1 CCR5 CD160 CD200R1 CD300LD CD300LF CD72 CD83 CD86 CDKN1A CFLAR CFP CHMP4B CLEC7A CMTR1 CNP CRACDL CRISP2 CTNND2 CTSC CXCL10 CXCL16 DBNL DCK DDX60 DENND1B DOCK2 DPYSL2 DTX3L EPSTI1 EVI2B FAT3 FCGR1A FCGR2B FGL2 FRMD4A FYB1 GAS7 GBP6 GBP7 GCH1 GLRX GOT2 GPR35 GPR65 GPSM2 GSDMD HLA-B HLA-DQA1 HLA-G HPN HSH2D IER5 IFI27L2 IFI35 IFIT1B IFITM3 IL12B IL15 IL15RA IL21R IRF4 IRF9 ISG15 ISG20 IST1 LAIR1 LAMP2 LAPTM4A LARP1 LPXN LYN MARCHF5 MBD2 MCEMP1 MLKL MMP13 MOV10 MRPL27 MS4A6A MSR1 MTCP1 MTHFR MYCBP2 MYH10 NAA25 NCAPG2 NCOA7 NCR1 NECTIN4 NFATC2 NFXL1 NKG7 NLRC5 NMI NOSIP NT5C3A OAS1 OAS2 OAS3 P4HA1 PARP12 PARP14 PARP9 PDE7B PGK1 PHLPP1 PHYH PIK3AP1 PKP3 PLBD1 PLEKHA8 PML PNP PRPF38A PRR5L PSEN1 PSMB10 PSMB9 PSME4 PTPN6 PTPRO PTTG1 RAB19 RABIF RAP2C RBM43 RBPJ RCBTB2 RETREG1 RIGI RNASEL RNASET2 RNF14 RNF31 RNF34 RSAD2 S1PR2 SAMD9L SAMHD1 SAP30 SCARF1 SDC4 SELENOM SHISA5 SLAMF9 SLCO3A1 SLFN12 SLFN12L SNX2 STAMBPL1 SUV39H1 TAP1 THEMIS2 TLR3 TLR7 TMEM163 TMEM184B TNFSF10 TOR3A TRAFD1 TRAK2 TREX1 TRIM26 UBA7 UBE2L6 USB1 VCAN XDH XRN1 ZBP1 ZC3HAV1 ZCCHC2 ZNFX1 ZUP1 GSE5589_LPS_AND_IL10_VS_LPS_AND_IL6_STIM_MACROPHAGE_45MIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5589_LPS_AND_IL10_VS_LPS_AND_IL6_STIM_MACROPHAGE_45MIN_DN ABLIM1 ACP5 ACTR2 ACTR3 AHSA1 ALDH18A1 ANLN ANXA1 APOD ARG2 ARPP19 ASB2 ATAD5 ATG3 ATP2A3 AURKA AZI2 B3GNT5 BAIAP3 BAK1 BANF1 BATF BAZ1A BLM BRCA2 BRIP1 C11orf24 C9orf64 CALHM6 CAPZA2 CARNS1 CASP1 CBX4 CCNB2 CCR7 CD38 CD79B CDCA4 CDCA8 CENPQ CENPT CENPW CHST11 CKAP4 CKS1B CKS2 CMKLR1 CNTD1 COX7A2 CRISPLD2 CSF3R CXCR6 CYRIB DAP3 DDX60 DENND1B DGAT2 DOCK10 DOK2 DRAM1 EDEM1 EEF1E1 EEFSEC EIF3G EME1 EMILIN2 ETF1 ETV6 EVL EZH2 FAM107B FAM3C FAM98B FASLG FBXO5 FLRT2 FUS FXN GATA1 GCH1 GEMIN8 GFOD1 GNA14 GOT2 GPR132 GPR174 GPR84 GYPC HARS1 HMGN3 HNRNPD HSPA1B HSPH1 IKZF2 IL12RB1 IL15RA INSL6 IRF2BPL JAK2 KBTBD11 KRBA1 LARP1 LAT LRG1 LTB4R LUC7L LYAR MAD2L1 MAK16 MAP4K1 MARS1 MAX MBD2 MBNL3 MED8 MIF MMP14 MOGAT2 MPHOSPH9 MRPL42 MSR1 MYC MYL9 NABP1 NANS NEDD9 NFE2 NFIL3 NOL12 NRGN NUDT3 NUTF2 NXPE4 OSBPL3 PABPN1 PARPBP PBX1 PDCD10 PDIA4 PGS1 PKM PLAAT3 PLSCR1 PRKX PSMA1 PSMB4 PSMB5 PXYLP1 RFC4 RGCC RGL1 RIOK1 RIOX2 RNASE6 RNF144A RNF31 RNF34 S1PR4 SAMHD1 SCARF1 SCD SDC1 SEC61B SELENOM SELENOW SERPINB2 SERPINB9 SERPINE2 SLA SLC39A3 SLC6A4 SLC7A1 SMARCA5 SNHG6 SNRPD1 SOD2 ST6GALNAC5 SYTL1 TAF12 TBC1D1 TCOF1 TCP1 TGFBR3 THBS1 THOC6 TICRR TMEM128 TMPO TRAFD1 TSPOAP1 UBAC2 UBE2S UCHL5 USB1 USP1 VCL WDR75 ZNF281 ZNF593 ZNF608 GSE5589_LPS_AND_IL10_VS_LPS_AND_IL6_STIM_MACROPHAGE_45MIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5589_LPS_AND_IL10_VS_LPS_AND_IL6_STIM_MACROPHAGE_45MIN_UP ABCC1 ABCD1 ACADS ADGB AFF4 AGO3 AIFM2 ALDOC ANKRD28 APPL2 APRT ARHGAP23 ARHGAP31 ASL ASXL2 ATG101 ATG2A ATMIN ATP2B1 ATP6V1E1 BAHD1 BBS7 BCAS3 BEX1 BLOC1S3 C15orf61 C1orf198 C1orf216 C3orf33 C7orf50 CALCOCO1 CBY1 CD99L2 CDC42BPB CDKL2 CDKN1B CDS1 CEP131 CGRRF1 CIBAR1 CNOT8 CRTAP CTSB CUL7 CXorf38 CYP27A1 CYTH3 DALRD3 DAND5 DCTPP1 DENND4C DIP2B DOCK4 EEF2 EIF2AK4 ERBIN ERI3 ETV1 FAM210A FBXL20 FBXW4 FIG4 FMO5 FOXN3 FOXO3 FUCA1 GALNT4 GATC GDPD3 GINM1 GLIS3 GPHN GPS2 GSTM5 GTF3C1 HCFC1R1 HEATR5B HPS4 HYAL2 IKBKG INVS IRAK4 IRGQ KBTBD13 KBTBD2 KIAA0753 KIAA1522 KLHDC10 KPNA6 KRT10 LDAF1 LRRC57 LRSAM1 MAGEE1 MAN1C1 MCEE MCRIP2 MOK MRPS15 MTFR1L MTMR10 MZT2B NAT9 NENF NEU1 NF1 NFIC NKIRAS2 OLFML3 OXSM P2RY6 P3H3 PACRG PACS2 PANK1 PAQR3 PEPD PEX5 PEX7 PGAP1 PHF1 PIAS3 PIKFYVE PIP4K2A PIR PKD1 PPOX PPP1R3B PRDX2 PRKCI PRRG1 PTPRS PTS QKI RASSF3 RCBTB2 RELL1 RIDA RNF103 RNF144B RNF149 RNF166 RNF180 RNLS RWDD2A RXRB SAMD4B SDHAF4 SECISBP2L SETX SLC25A1 SLC25A39 SLC25A46 SLC2A12 SMAP1 SNAP47 SNX33 SORBS3 SPA17 SPATA6 SPG11 SPTAN1 SQLE SQOR STOM TBC1D10A TCF12 TCF4 TEX264 TF TFDP2 TGFBR2 TM2D2 TM6SF1 TMCO3 TMED1 TMEM183A TMEM205 TMEM37 TMX4 TOM1 TPCN1 TPK1 TRAM1 TRAPPC10 TRAPPC13 TRIM65 TRMT1 TRPM7 TTC38 TWNK UNC93B1 VPS33B WDR26 WDR45 WDR5B ZDHHC20 ZFAND1 ZFAND2A ZNF746 GSE5589_LPS_VS_LPS_AND_IL10_STIM_IL10_KO_MACROPHAGE_180MIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5589_LPS_VS_LPS_AND_IL10_STIM_IL10_KO_MACROPHAGE_180MIN_DN A4GALT ABCC1 ACSBG1 ADARB1 ADORA2B AMFR AOC3 APP ARF4 ARHGAP15 ARSB ASIC5 ATIC ATP6AP2 ATXN7L3 B3GLCT BABAM2 BORCS6 BSG C8orf82 CA7 CAND2 CASS4 CCND3 CD164 CD40 CDCP1 CDK10 CDK6 CHIC1 CHST14 CLDN10 CLDND1 CNNM2 CPNE2 CRACDL CRLF2 CRTAP CRTC2 CYLD CYTH2 DEF6 DIP2C DIPK1A DLGAP4 DNAH12 DNAJC30 DOCK1 DYNC2I2 EDN1 EFR3B EHD1 EID2 EIF2B2 EIF3E ETS2 FAM76B FEM1B FGF11 FOLR1 FOXRED2 GALNT1 GATA2 GDAP2 GFI1B GNG7 GNPDA2 GRAP GTPBP6 HFE HRH2 ICAM4 IL1RL1 IL3RA IL9R INSIG2 IQCF1 IQCF5 ITGA5 ITGB7 JAG1 KANSL1 KCNH5 KCNK6 KCNN4 KCTD17 KLF3 LIME1 LIMK1 LRRC14 MAD2L1BP MAP3K10 MAP3K9 MAP6 MBD2 MBOAT2 MED17 MMP9 MPV17L2 MRPS23 MSR1 MTMR10 NAGPA NBDY NECTIN4 NEK9 NELFA NES NFRKB NHERF2 NLRP3 NR5A2 NTAQ1 NUCB1 OCSTAMP OSM P2RY1 PABIR1 PANX1 PDE8A PDIK1L PEMT PEX26 PFKFB4 PFKP PFN1 PHEX PLBD2 PLCG1 PLK1 POFUT1 PPM1A PSD3 PTPRA PUS10 QPCTL RAB11A RABGGTA RASGRP1 RETSAT RHOBTB2 RIMOC1 RNF14 RNF215 RNF222 RNF41 RPTOR RYR1 SAMD5 SBF1 SELL SERTM1 SFRP2 SGPP2 SH3TC1 SIL1 SKI SLC17A7 SLC37A4 SMAD2 SNX15 SP1 SPCS3 SPR SPRYD3 SQOR SRPRA STON2 SUPT16H TBC1D17 TBL1X TCEANC2 TDP2 TEX22 TFPT TGFB1 TGFBI TIMP2 TLE5 TM9SF4 TMED4 TMEM74 TNFRSF17 TXNDC17 UBE2M UBE2V1 USP30 VEGFA VPS37B VWA5A WASF2 WFS1 WIZ WLS YWHAE ZNF334 ZNF585A ZRANB3 ZSWIM3 ZYX GSE5589_LPS_VS_LPS_AND_IL10_STIM_IL10_KO_MACROPHAGE_180MIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5589_LPS_VS_LPS_AND_IL10_STIM_IL10_KO_MACROPHAGE_180MIN_UP ABCG1 ABR ADIPOQ AEBP2 AKR1B1 ANGPTL4 ANO3 AP1M2 APCDD1 APOBEC2 APRT ARG2 ARHGAP39 ARID1B ART5 ASB4 ATF7IP2 B3GALT5 B3GNT7 BBOX1 BCAP31 BEX1 BLTP3B BOK C3orf14 C8orf34 CA1 CAMKV CCDC106 CD200 CD38 CD8A CDH22 CDHR4 CELA1 CEP135 CES3 CHCHD2 CLASP2 CMBL CNKSR2 CORO6 COX20 CPT1A CREG2 CRHBP CSNK2A1 DCBLD1 DDX17 DEFB106B DENND4B DGKQ DYNC1I1 EFCAB6 ELFN2 ENO4 ENPP1 EPPIN EPS8L3 ERMP1 ETFB ETV6 F8 FABP4 FAH FEN1 FERD3L FSCN1 FTL GAB3 GADD45A GALNT15 GDPD1 GHRL GLUL GPR137B GPR161 GRK3 HAL HBA2 HCN2 HCRT HPGDS HS3ST3B1 HSPB2 ICOSLG IGF1R IGSF23 IL17RA IL22RA2 IP6K3 KBTBD13 KCNE1 KCNK7 KCNQ1OT1 KIF9 KMT5A LDAF1 LDHA LIMA1 LRGUK LYPD1 MAP9 MBD5 MFAP1 MGLL MGST1 MGST2 MITF MOK MPP7 NAALADL1 NCEH1 NCOR1 NDN NDUFS6 NEDD4 NGB NLRP12 NLRP9 NME5 NPHP4 OPN4 PCP4 PDE1A PKDCC PKN1 PLIN2 PNOC POM121L12 PON2 PPIP5K1 PPP2R5A PRELID3A PROZ PRRC2C PRSS53 PTPRK PTPRN2 RAB19 RBM4B RBM6 RPUSD4 RRP36 S100A5 SCG3 SCML4 SEC14L5 SETD2 SGCD SH2D1B SH3RF2 SHPK SLC16A10 SLC37A2 SLC38A3 SLC51A SLC5A1 SLC8A1 SLCO2B1 SLIT3 SMC6 SNIP1 SOAT1 SORL1 SORT1 SOX13 SOX9 SP4 SPECC1 SPNS3 SRRM2 ST8SIA4 STAR STARD10 STX5 TASL TBC1D8 TGFBR2 TNFRSF18 TP73 TPBG TPR TRIM29 TSKS TTC9B TUSC2 UROS VAX1 VSIG2 WDR55 WHRN WNT4 ZDHHC18 ZFP30 ZFP69 ZFR2 ZNF251 ZNF592 ZNF616 GSE5589_LPS_VS_LPS_AND_IL10_STIM_IL10_KO_MACROPHAGE_45MIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5589_LPS_VS_LPS_AND_IL10_STIM_IL10_KO_MACROPHAGE_45MIN_DN ABRACL ACSL1 ADD3 ADGRG5 ALAS1 ALOX15B ANGPT1 ARHGAP26 ARHGEF37 ARRDC4 ATP2A3 ATP5ME B3GNT5 BCAR3 BCL11B BOLA2 BORA BRCC3 BTLA C2CD5 C6orf89 C8orf33 CCDC167 CCRL2 CD274 CD3D CD40 CD47 CDC25A CDKN2D CGAS CHCHD10 CHIC2 CIITA CLIC4 CLNK CORO1A COX17 CP CRACDL CRISPLD2 CSGALNACT2 CTLA4 CXCL10 CXCL11 CYFIP2 CYSTM1 DDIT3 DGKG DHX58 DUSP2 E2F2 EAPP ESAM EVA1B EXOC3L2 EXOSC8 FAAP24 FAM131B FASLG FBXL14 FCGR1A FCGR3A FEN1 FLAD1 FLT3 FPR1 G0S2 GADD45G GBP2 GFI1 GFI1B GIMAP8 GINS1 GP1BA GP1BB GP9 GPR18 GSR HGD HLA-E HLA-G HSD11B1 ICOS IER5 IFI35 IFIT1B IFIT2 IFIT3 IGLC7 IKZF3 IL12B IL1B IL36G INPP5B INSL6 IRGM ITGAX ITGB7 ITK JAK2 JPT1 KBTBD11 KCNC4 KIAA0040 KIF22 KYNU L1CAM LAT2 LCK LITAF LMO4 LMTK2 LSM4 LSP1 MANSC1 MAPKAPK3 MBOAT1 MMP12 MMRN1 MPC2 MSR1 MSRA MZB1 NDUFA3 NEDD9 NEIL3 NFKBIB NGDN NR4A3 NSRP1 NSUN5 NUBP1 NXT1 OLFM4 OSM OTUB2 PADI2 PCNA PDGFC PEF1 PF4 PITPNM1 PLCB1 PLS1 PNMA1 POLD1 POP7 PPP2R2A PPP2R5A PRG3 PROM1 PSMA2 PSMB9 PSME1 PTPN12 PTPN6 PYCARD RAB37 RAC2 RAD54B RALGDS RAP1GAP2 RGS1 RIOK1 RNF165 RSAD1 RUNX3 S100A8 SAMD9L SAMHD1 SEMA4A SH2D1A SIPA1L1 SLAMF9 SLC28A2 SLC2A6 SLC7A11 SNCA SNRNP27 SNRPC SOD2 SP110 SPIB SRGN SUV39H1 TANK TINF2 TMEM160 TNFAIP3 TREML2 TREX1 TRIOBP TUBA8 TUBB1 TVP23A XAF1 ZBP1 ZCCHC18 ZFAND4 GSE5589_LPS_VS_LPS_AND_IL10_STIM_IL10_KO_MACROPHAGE_45MIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5589_LPS_VS_LPS_AND_IL10_STIM_IL10_KO_MACROPHAGE_45MIN_UP ABHD14B ABL1 ADAM21 ADRB2 ALKBH3 ANKRD28 ANKRD46 AP3M2 ARFGEF3 ARHGAP12 ARHGEF12 ATP2B1 ATP6V0D1 ATRAID ATRX ATXN1 ATXN7L3B BCAS3 BMPR2 BTBD7 C6orf120 CAMK1 CAMSAP2 CAMTA1 CAST CBX2 CCDC90B CD99 CHD9 CHST14 CITED2 CNOT4 CNOT8 CSAD CTTNBP2NL CYB5A CYB5R1 DCTN1 DDX3X DENND5A DHX57 DIP2A DOCK4 DPY19L4 EEA1 ELMOD2 EPC2 ETV1 EXOC3 FAHD1 FBXL4 FNIP2 FUNDC1 FXR1 GATD3 GCC2 GGA2 GGACT GLMP GNB5 GOLGA4 GPAM GPR146 GYG1 H2BC13 HECTD3 HFE HLX HPGD ID3 ING4 IRAK1BP1 IRGQ ITGB5 JADE1 KCNK13 KIAA1522 KIDINS220 KIFBP LAPTM4A LAPTM4B LDAF1 LDLRAD3 LIMA1 LMAN2 LRP1 LRSAM1 MAP1LC3B MBLAC2 MCFD2 MED7 MEGF8 MFSD1 MNT MON2 MORF4L1 MPG MPHOSPH8 MPV17 MTURN NCKIPSD NECAP2 NR1D2 NUAK1 NUDT16L1 NUP62 OPA1 OPHN1 P2RY12 PDZD8 PER3 PGGT1B PHF13 PIAS3 PIGP PIGS PIK3R4 PIR PKD1 PLPP6 PLSCR3 PLSCR4 PMP22 POGLUT3 POT1 PPM1H PRKAB2 PRKRA PRRG1 PTOV1 PTPRA RAB11FIP5 RAB2B RAPSN RDH10 REPIN1 RERE RETREG1 RIN2 RNASE4 RNASEL RNF103 RNF145 RNF180 SEC14L1 SEL1L SEMA6D SENP8 SEPTIN8 SERTAD4BP SETD7 SIRT2 SKI SLC12A6 SLC35F5 SLC9A9 SMAGP SNAPIN SNX3 SNX9 SOCS6 SPECC1L SPG11 SPIRE1 ST6GAL1 STX1A SULF2 TARS3 TBC1D14 TCP11L2 TMEM106B TMEM106C TMEM132A TMEM141 TMEM256 TMEM50A TMEM9B TOX2 TPD52L2 TREM2 TRIM44 TSPAN17 TSPAN31 TSPAN4 TTC8 USP9X VAMP3 WDFY3 WWP1 YIPF2 YIPF4 YPEL2 ZBTB11-AS1 ZFHX3 ZFYVE21 ZNF260 ZNF277 ZNF449 ZNF629 ZSCAN12 GSE5589_LPS_VS_LPS_AND_IL10_STIM_IL6_KO_MACROPHAGE_180MIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5589_LPS_VS_LPS_AND_IL10_STIM_IL6_KO_MACROPHAGE_180MIN_DN ACAA2 ACOT11 AIMP2 ALAS1 ANGPTL3 ANKRD40 ANXA7 ARF6 ARL14EP ARL15 ARL6IP5 ASNS ATIC ATP5F1A AUH AVEN B4GALT5 BAIAP2 BBLN BMI1 C1orf53 C9orf64 CARHSP1 CCDC127 CCDC32 CCDC88A CCL25 CCNYL1 CCR5 CD274 CDC34 CDKN2B CIITA CINP CLDN12 CNST COPS5 CSDE1 CSRNP1 DAP3 DCP2 DCSTAMP DCUN1D1 DHX15 DPY19L3 DUSP4 EEF1G EIF2S1 EIF3B EIF3J ENO1 ETFB F2R FBL FEM1C FMC1 FOCAD FPGT GALNT1 GAMT GLRX2 GPX4 GRAMD2B GTF2F2 GYPC H2BC5 H3C4 HAT1 HCFC2 HDAC2 HEBP1 HIPK2 HIVEP2 HMG20B HMGA1 HSDL2 HTR2B IFI30 IGF2BP3 IPO4 ITGB7 ITGB8 KTI12 LIN54 LTA4H LTN1 LYAR LYRM1 MCRIP2 MET METTL16 MMACHC MMGT1 MMP19 MOB3B MRPL1 MRPL51 MRPS36 MRTFB MYOF NABP1 NDUFAF5 NDUFB6 NDUFS6 NIPA2 NKAIN1 NOL11 NOP14 NOP16 NSMF NSUN2 NUP93 OAT PCMT1 PCYT1A PDE12 PDE5A PDHA1 PECAM1 PEX11G PEX26 PGAM5 PHGDH PHOSPHO1 PIGK PLCB1 PLPP1 PMEPA1 PRKAA1 PRKCE PSMD2 PSMD4 PSPH PTK2 PTPRS RAB38 RABGEF1 RCBTB1 REM1 RETSAT RFK RGCC RGS1 RIN2 RIPK1 RNASEH2B RPIA RWDD1 SCFD2 SCLY SELENOM SEMA4B SEPTIN7 SERTAD2 SGTB SH3TC1 SLAMF8 SLC22A4 SLC25A20 SLC36A4 SLC7A1 SLC7A11 SMARCA5 SNHG6 SNN SOAT2 SRC SRGN SRSF3 STX6 SUGT1 SYS1 TGFBR3 THEM4 THRB TM2D1 TMED5 TMEM14A TMEM248 TMEM62 TMEM69 TOR2A TPP1 TRIM29 TRIP12 TRMT6 TRMT61A TSFM TTC9C TXNIP UBA1 UBE2Q2 UMAD1 VEZT VWA8 WDR12 WRNIP1 ZNF330 ZSWIM1 ZYX GSE5589_LPS_VS_LPS_AND_IL10_STIM_IL6_KO_MACROPHAGE_180MIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5589_LPS_VS_LPS_AND_IL10_STIM_IL6_KO_MACROPHAGE_180MIN_UP ABTB1 ADAM17 ADCY9 ADRB2 AKT1 ALDH2 ANTXR2 APOBEC3B ARHGAP45 ARL4D ARRB2 BASP1 BMPR2 BRAP BST2 C12orf57 C1QA C8orf58 CACUL1 CALHM6 CAMP CAPZA2 CAT CBY1 CD300A CD302 CDK1 CDKN2D CMTM7 CNOT4 CNP COMT CRLF3 CRYL1 CSNK1E CTSH CUX1 CXCL10 CXCL16 DBP DDX60 DGKZ DHX58 DOK3 DPY19L4 DYNC2LI1 E2F8 EIF1B ELF2 ENC1 EP300 ERLIN1 ERP29 FAM174A FAU FBXL4 FECH FNBP1L FXYD5 GAA GDPD1 GLCCI1 GLUL GMNN GNA12 GNB2 GOLGB1 GPN3 GRB2 GRK3 GRN GSTM3 GSTM5 HMOX2 HNRNPL HPS4 HSDL1 IDH2 IFI27 IFI27L2 IFIT1 IL16 INCENP KATNIP KDM2B KDM3B KIAA1143 KIFAP3 KLF6 LAMP1 LAMTOR4 LANCL2 LRRC45 LSM10 LSP1 LTO1 LZTR1 MAGED1 MAP3K5 MAP3K8 MBD1 MDP1 MGAT4A MMD MOB3A MTMR14 MYLIP NADK NCAPG2 NCBP2AS2 NCOA3 NDST2 NFE2L2 NOP53 OGFRL1 OLFML3 PARP8 PDE8A PDSS2 PHF14 PIGP PIKFYVE PKIB PKIG PLEC PPARD PPP1R12C PPP2R5A PPP3CB PWWP2B RAB11FIP3 RAB32 RANBP10 RASA4 RBM43 RNF135 RNPEPL1 RPL27A RYBP SCAMP1 SCAMP2 SCRIB SELENOH SEPTIN8 SERHL2 SETD1B SFXN5 SLC16A6 SLC25A45 SLC37A1 SLC7A8 SMOX SMPD5 SRI STARD9 STIMATE STMP1 SULF2 SURF1 TBC1D14 TCF12 TCTA TEF TESK2 TFAP4 TFPT TMEM101 TMEM68 TOB2 TOMM7 TOP1 TP53I13 TPST2 TRAPPC6A TRIT1 TTC14 UBA7 UBE3B UPF3A USP21 VAMP3 VASP VSIR WDFY4 WDR6 WDR81 ZC3H4 ZCCHC8 ZDHHC7 ZFAND4 ZMPSTE24 ZMYND15 ZNF22 ZNF251 ZNF445 ZNF627 ZNF710 ZSWIM8 ZXDC ZZEF1 GSE5589_LPS_VS_LPS_AND_IL10_STIM_IL6_KO_MACROPHAGE_45MIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5589_LPS_VS_LPS_AND_IL10_STIM_IL6_KO_MACROPHAGE_45MIN_DN ABRACL ACER3 ACSL5 ACTR2 ADD3 AHCY ALAS1 ALG5 ANGPTL3 ANXA1 ANXA11 ARG2 ARHGDIB ARHGEF37 ASB2 ASNS ASS1 ATF1 ATP5MC3 BAIAP3 BLTP3B BOLA2 BRD4 BTG3 BTLA C1R CALHM6 CCDC88C CCNB2 CCRL2 CCT3 CD300LF CD36 CD47 CD72 CD79B CDC42EP2 CDCA2 CENPQ CHAC1 CHIC2 CHST15 CKAP2 CKAP4 CKS1B CLNS1A CNTD1 COL4A2 CORO2A CP CTTN CYB561A3 CYRIB DAP3 DBF4 DEK DGAT2 DOCK5 DTL ECH1 EEF1E1 EIF4A3 ENY2 EOMES ERH ESAM ESPL1 ETF1 ETFB EVL EXOC3L2 FAM83F FASLG FBXL14 FLRT2 FPR1 FXN GBP4 GLS GNAI3 GNGT2 GP9 GPR174 GPR183 GZMA HDDC2 HLA-E HNRNPD HSDL2 ID2 IDH3A IL36G INHBA IRGM ITGA2B JAK2 JUNB KRAS KRTCAP2 LARP1 LCK LFNG LGALS9B LUC7L LY75 MAGOH MANF MAT2A MBNL3 MGST2 MIF MLKL MMP14 MPC2 MRPL33 NFATC2IP NFKBID NHSL2 NIN NME2 NOL12 NOP2 NOPCHAP1 NSUN5 NUP107 NXPE4 NXT1 OGFR OLFM4 PBDC1 PBX1 PDSS1 PF4 PGR PITPNM1 PKM PKMYT1 PLAUR PLCB1 PLS1 PLSCR1 PLTP POLR1E POM121 PPP2R5A PPP4C PRG3 PRR5L PSEN2 PSMB2 PTAR1 PUM3 RAB37 RAC2 RBBP8 RNF114 RNPC3 RPS6 RUVBL2 SAMD9L SAMHD1 SASS6 SDAD1 SELPLG SGO2 SHCBP1 SLA SLC6A4 SLCO4A1 SNCA SNX10 SOD2 SPINT2 SPRY2 SRA1 SRC STAB2 STAT4 TAMALIN TAP2 TATDN2 TBC1D8 TCP1 TEX30 THBS1 TIAM1 TIMM8A TINF2 TKT TMED5 TMEM123 TMEM165 TMEM208 TNF TPCN2 UBE2O UPP1 VAMP5 VCL ZNF207 GSE5589_LPS_VS_LPS_AND_IL10_STIM_IL6_KO_MACROPHAGE_45MIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5589_LPS_VS_LPS_AND_IL10_STIM_IL6_KO_MACROPHAGE_45MIN_UP ABCC1 ABCC3 ABHD6 AGO3 AKR1B10 AKR7A2 AKT1S1 ANAPC15 ANKRD28 AOAH APLP2 APPL2 ARFGAP3 ARHGAP19 ARHGAP23 ARHGAP24 ASXL2 ATP13A2 BAMBI BBS5 BCAS3 BMP2K C1QA C3orf33 C8orf58 CAMSAP2 CASP2 CCDC90B CCPG1 CCS CD300A CD93 CD99 CDC42SE2 CDKN1B CEP162 CGGBP1 CHD9 CHPF2 CIBAR1 CLN8 CNOT4 COG4 COMMD6 COPG2 COPS2 CPT2 CROT CRYBG3 CTDSPL2 CTNS CTSB CTTNBP2NL CYP27A1 DDX42 DGUOK DHX32 DMXL1 DOCK4 EEA1 EHMT2 EPB41L3 EPRS1 ERMARD ETV1 EZH1 FAHD1 FAM219A FAT3 FBXL17 FBXW4 FGGY FMO5 FNBP1 FNIP2 FOXO3 FOXRED2 FRMD6 FUCA1 FYCO1 GHDC GLTP GPKOW GPR108 GTF3C1 H2AC18 H2AC25 HMGCL HTR2B IDUA IL6R KATNAL1 KCNK13 KIZ KLHL26 LCMT1 LDAF1 LMAN2 LRSAM1 MACO1 MAGED1 MAGEE1 MAN1C1 MAPK3 MBTPS1 MEAK7 MGST1 MICAL1 MKNK2 MON2 MTMR14 MXI1 MYADM NINJ1 NNT NR1D2 NUP62 ORAI3 PAQR3 PAQR7 PDXDC1 PDZD8 PEBP1 PIGQ PIK3CG PIK3R4 PIKFYVE PINK1 PIP4K2C PIR PLSCR4 PNKD POLR2A PPFIA4 PPP1R16A PRKAB2 PRPSAP2 PRRG1 PTOV1 QKI RAB11FIP5 RAB3GAP1 RAB5B RALGAPA2 RALGAPB RALGPS2 RBBP9 RHOQ RNASET2 RNF180 RNLS RSPH3 RSRP1 RUFY3 SCN3B SEC14L1 SELENOK SEPTIN10 SERHL2 SFMBT1 SHLD1 SIAE SIDT2 SIN3A SLC16A7 SLC17A5 SMG6 SORBS3 SOS2 SPA17 SPAG9 SPATA6 SPG11 SPTSSA STOM STRN3 TARS3 TGFBR2 TGIF1 TM9SF1 TMEM106C TMEM183A TMLHE TMX4 TRAK2 TRIM24 TRPV2 TSPAN31 UBFD1 USF2 USP21 USP9X VPS35L WDR11 WDR62 XPR1 XYLT2 ZBED3 ZKSCAN5 ZSWIM9 GSE5589_LPS_VS_LPS_AND_IL10_STIM_MACROPHAGE_180MIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5589_LPS_VS_LPS_AND_IL10_STIM_MACROPHAGE_180MIN_DN ABCB1 ABHD12 ABHD17C ABHD3 ABI3 ACAA2 ADAM22 ADGRL2 ADPGK ADTRP AEBP2 AKR1B15 ANGPTL3 ANGPTL4 ANO6 APOE ARF1 ARF3 ASPA ATP5F1A ATP6V0A1 AXL B4GALNT1 BCAR3 BLTP3B BST1 C19orf12 CAMK2D CAMSAP3 CAV1 CAV2 CD36 CD47 CD82 CDC42EP2 CLCN4 CLEC10A CLEC4A CLEC4E CLNS1A CMPK1 COL4A1 COL4A2 COX20 CTNNB1 CXCL14 DAD1 DENND2C DHX29 DIP2C DMXL2 DNAJA3 DNAJC19 DUSP9 ECH1 ECI2 ELOVL5 EMP1 EPOR ERMP1 ETFA ETFB FCGR1A FRK GABARAP GARRE1 GET1 GLIS3 GLRA4 GNB1 GTF2A2 HADHA HEBP1 HGSNAT HILPDA HMOX1 HNRNPM HNRNPR HPF1 HSDL2 IDE IL10 IL17RD ITGAV JAM2 JPT1 KCNMB4 KITLG KRBA1 LCP2 LIMS2 LMCD1 LPCAT3 LRP1 LRRC20 LRRC39 MAP2K3 MAPKAPK2 MED7 MEGF9 MFSD1 MGAT4A MICAL2 MMD MMGT1 MRPL52 MRPS18B MTBP MYBL1 MYO10 MYO1E NAA50 NAALADL2 NAP1L1 NAPSA NDUFC2 NEDD9 NFKBIA NFKBIE NFYC NIPA2 NKD2 NOP2 NR1H3 NRCAM NRM NUFIP1 OXSR1 P2RY14 PARP8 PCBP1 PEX5L PGLS PITPNM2 PKP2 PLA2G7 PLIN5 PLOD1 PLXDC2 PTGER4 RAB20 RAD51C RALGDS RAP1B RASGRP4 RBIS RBMX RELT RGL1 RNPC3 RPS11 RRP1B RUNX2 SAMD4A SCOC SDAD1 SEMA6D SEPTIN9 SERPINB6 SFPQ SGK1 SH2D1B SH3KBP1 SIRPB1 SLC12A7 SLC25A51 SLC39A10 SLC9A6 SLCO2B1 SNHG3 SNORD123 SNX9 SORT1 SPAG1 SPTB SREBF1 SRSF1 SRSF2 SRSF6 STC2 STK24 STRN4 SYNE2 TCERG1 TFPI2 TGFB1 TMEM176A TMEM35A TMEM41A TOMM20 TRA2A TRMT11 TSPAN33 TSPYL4 TTC39B TXN UBE2L6 UTP6 XYLB ZNF608 GSE5589_LPS_VS_LPS_AND_IL10_STIM_MACROPHAGE_180MIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5589_LPS_VS_LPS_AND_IL10_STIM_MACROPHAGE_180MIN_UP ACAD10 ACAD8 ADAMTSL5 ADH1C AIFM2 AKAP9 ALAS1 ANPEP ANXA3 ARAP3 ARHGAP33 ARHGEF7 ASAH2 ASL BCL2A1 BHLHE23 BIVM BMP2 BORCS7 BRDT C1QA C3orf70 C8orf33 CBR1 CCPG1 CCR3 CCR5 CD14 CD1D CD200R1 CD74 CD84 CDKL2 CENPA CEP83-DT CHCHD10 CHST14 CISH CLEC6A CLK3 CNRIP1 COX4I1 CPD CPQ CRLF2 CST7 CTSB CX3CR1 CXCL11 DCAF6 DCSTAMP DEF6 DENND5A DHRS4 DKK2 EDEM2 ELF2 ENG ENSA ERMN ESR1 FAM117A FAT3 FBXL17 FCGR2A FCGR2B FCGR3A FCHSD2 FGF13 FOLR2 GAS7 GDE1 GLB1 GPX3 GSG1L GUSB HACL1 HDAC9 HIGD1C HK3 HLA-DMA HPSE HSDL1 HTR2B HTRA2 IER5 IFI30 IL21R ITGA1 ITGAX KCNAB2 KCTD2 KIF16B KIF3A KYNU L1CAM LAMP2 LAT2 LETMD1 LPXN LRRC27 LYST MAMDC2 MEAK7 METTL18 MEX3B MFSD6 MID1IP1 MMP12 MMS22L MOB2 MPC1 MRGPRE MTURN MTUS1 MXD4 N4BP2 NAGLU NAT9 NCAPG2 NCBP2AS2 NLRC3 NPPC NPY NUPR2 PCNA PCTP PDE7B PDLIM4 PDP1 PEDS1 PEF1 PEX3 PGD PIGC PIK3IP1 PIP4K2C PITHD1 PKP4 PLAAT3 PRKG1 PRR5L PTGS1 QPCT RABEP2 RABGGTA RAF1 RALGPS2 RFC1 RFC2 RFWD3 RGS18 RIDA RNASET2 RNF149 RSPH3 SAMSN1 SAP30L SDF2 SELENOO SERHL2 SIGIRR SLAMF8 SLAMF9 SLC14A1 SLC25A13 SLC25A23 SLC35F5 SLC39A8 SNX14 SPACA9 SPAG7 ST3GAL5 STX3 SUMF1 SYT11 TBC1D9B TCEAL9 TCP11L2 TENT5C TEX261 TMEM50B TMLHE TMOD1 TMX4 TNFAIP8 TP53BP1 TP53INP1 TRMT10B TTL TTLL5 UBAP2L ULK2 VWF WBP11 WDR19 WDR7 XDH XYLT2 ZNF318 GSE5589_LPS_VS_LPS_AND_IL10_STIM_MACROPHAGE_45MIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5589_LPS_VS_LPS_AND_IL10_STIM_MACROPHAGE_45MIN_DN AATF ABHD12 ABHD15 ABHD3 ACAA1 ACAA2 ACO1 ADGRE1 ADGRL2 ADPGK ADRA2B AGPAT3 ALKBH3 ANAPC13 ANGPTL3 ANGPTL4 ANO3 APOC1 ARFGAP1 ARHGAP32 ARHGAP39 ASB4 ASPA ATP13A3 BHLHE40 BLVRA BMP5 BOD1L1 BOK BRD4 BZW2 C11orf54 C19orf12 CANT1 CASP8 CD82 CDC123 CDKAL1 CETN1 CFHR1 CHTF8 CMPK1 COA8 CPT1A CRYBB1 DGKZ DMKN DMXL2 DNAH5 DNAJB14 DYNLT1 DYRK2 ECH1 ECI1 EIF4G3 EPOR EXOC3L1 EXOC3L4 EXOSC5 EXTL1 FAM222B FAM53B FRK FSD1 GGA1 GNA12 GNB3 GNGT2 GPCPD1 GPLD1 GPN3 GPR4 GPSM3 GZMM HADHB HCRTR2 HDAC5 HEBP1 HES2 HESX1 HNRNPL HPCAL1 IRAK1 ISX ITGAV ITPK1 KAT14 KCNQ3 KHDRBS1 KIAA0232 KLF13 KLF7 KRT72 LEFTY2 LIMA1 LIPA LPCAT3 LPIN2 LRRC39 M6PR MADD MAFB MAP3K8 MAPKAPK2 MARF1 MARK2 MCTS1 MED30 MEGF9 MERTK MGST2 MMD MNT MYLIP NAT8L NATD1 NDUFV1 NEGR1 NEURL2 NLRP10 NR1H3 NUAK1 NXF3 OLFML3 OTOF PAQR9 PARL PCSK4 PEX11A PLIN2 PLXNB2 PPP1R7 PRRC2A PRRG3 PUM1 QKI RAB29 RAB39A RAB3B RAB5C RALY RANBP3 RBM47 RDH10 REEP5 REN RHBDL3 RIMS3 RNF5 RUNX2 SAMD4A SASH3 SAYSD1 SENP6 SHISA9 SIRPB1 SLC26A6 SLC27A1 SLC39A1 SLC3A2 SLC41A1 SLC7A13 SLCO2B1 SNX10 SNX11 SORT1 SPAG7 SPEN SPIC SREBF1 STARD5 SUSD3 SYNE2 SYNE3 TAF1C TALDO1 TECPR2 TENT2 TEX264 TIAM2 TLE1 TMEM150B TMEM243 TMEM42 TOMM7 TPRA1 TPRG1L TREML4 TRIM65 TRNAU1AP TRO TVP23A TXNRD2 UBALD1 UBC UBE2G2 UGT2B17 VCAM1 WASF2 ZKSCAN5 GSE5589_LPS_VS_LPS_AND_IL10_STIM_MACROPHAGE_45MIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5589_LPS_VS_LPS_AND_IL10_STIM_MACROPHAGE_45MIN_UP ADGRG6 AHCYL1 AHCYL2 AK8 AKT3 AMMECR1 ANXA3 APMAP ARHGAP6 ARSJ BCL2A1 BDH2 BMS1 BRCC3 BTG1 BTG3 C1orf21 C3orf70 CACNA2D1 CCNE1 CCNI CCR5 CCRL2 CD200R1 CD300LD CD300LF CD72 CD80 CD84 CDKN1A CHAF1B CHEK1 CHST11 CMC2 COQ10A COQ10B CPT1C CRYGN CST6 CX3CR1 DCBLD2 DDX31 DNAJA1 DNAJB4 DTX3 EEIG1 EHHADH EID2 EIF2AK1 EIF3E EOLA1 ERAP1 ERG28 ESD ESPL1 ETV5 F8A1 FAM117A FAM156A FARP1 FAT3 FBXO34 FCGR3A FOLR1 FOLR2 GAS8 GDE1 GOT2 GPRASP3 GTF2IRD1 GUSB HAUS6 HES3 HHAT HTR2B IL21R IRX5 ITGAM ITGB3 JADE2 KCNA3 KCTD17 KIF4A KLHDC9 KNOP1 KPNA4 KRAS LIG1 MAP4K1 MAPK10 MCOLN3 MFGE8 MGAT2 MKI67 MMP12 MRGPRE MRPL35 MRPL45 MTO1 MYO3A NASP NFIX NOC4L NPRL2 NUP93 OSM PARP16 PDE7B PDIA3 PEDS1 PFN2 PGK1 PHLDA1 PLAU PLK2 PLP2 PPP1R16A PRDX2 PRKCB PRKD3 PTGIR PTK2 PTPRA PTPRE PTRH1 PXDC1 QPCT RAB19 RAB27B RAB5B RAP1GAP2 RARG RASAL3 RASSF5 RASSF8 RBM8A RCBTB1 RCBTB2 RCHY1 RCN1 RELL2 RGS12 RGS18 RHOB RHOJ RNF149 RPS6KA2 SAMSN1 SC5D SELENOM SEMA4C SERTAD2 SH2D3C SH3BP4 SH3PXD2B SLC25A13 SLC28A2 SLC2A1 SMAD4 SNRPA1 SOX9 SPATA5L1 SQLE ST3GAL2 STAP1 SULT1E1 SUOX SYT11 TBC1D22B TBL1XR1 TES TIMP2 TLNRD1 TM7SF2 TMBIM4 TMEFF1 TMEM154 TMEM53 TMEM71 TRAPPC5 TRIO TRNP1 TSEN34 TSPAN5 TTC33 TTC39C TTC9C TXNDC5 UNC119B USP30 VCL VWF WDR37 WTIP XDH XPR1 YES1 YPEL2 ZCCHC24 ZRANB3 GSE5589_LPS_VS_LPS_AND_IL6_STIM_IL10_KO_MACROPHAGE_45MIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5589_LPS_VS_LPS_AND_IL6_STIM_IL10_KO_MACROPHAGE_45MIN_DN ABCF2 ABHD8 ACACA ACD AK1 AKAP1 ANAPC7 ARF1 ARGLU1 ARHGAP35 ASS1 ASXL1 ATF5 ATL2 ATN1 ATP6V0B ATP6V0D1 B4GALT5 BBS7 BEND4 BTRC C1orf122 CAP1 CAVIN2 CAVIN3 CBLN4 CCNK CD2BP2 CD80 CD99L2 CDKAL1 CECR2 CGREF1 COPA CPNE1 CPNE2 CPT1C CREBZF CRIP2 CRKL CRYBG3 CUL9 CXCL6 DANCR DCLRE1B DCXR DDAH1 DDX20 DDX27 DIO2 DIS3 DLST DPH2 DYNC1LI2 EBF3 EI24 EIF2S3 EIF3C EIF3L ELK3 EMC10 ERI3 EXT2 EXTL2 F8A1 FADS3 FAM171B FAM217B FBXW8 FKTN FLOT2 GAMT GET3 GMPS GNPNAT1 GPC4 GTF2IRD1 HEATR3 HNRNPLL HP1BP3 IGFBP4 IL1RN ITGA5 IYD KCTD13 KTI12 LARS1 LAX1 LRPPRC LRRN4CL MAGI1 MAP4K2 MED26 MEIOB MGP MID1IP1 MORC2 MRI1 MRPS2 MYF5 NDUFS1 NEK6 NFIC NHLH2 NLE1 NOL9 NQO1 NUP153 OLFML3 P2RY2 P3H1 PAPSS2 PCGF6 PCID2 PCOLCE2 PDCD11 PDIA3 PDIA5 PDIK1L PEBP1 PELO PGM1 PHTF1 PITPNA PLA2G2E PLEKHA5 PLPP6 POLR1B PPRC1 PRKG1 PTCD3 PUS7L PWP2 RABL3 RASGEF1A RDH13 RETSAT RPAP3 RRP12 RSPH1 RUNX1T1 RYR1 SARS1 SBF1 SERPINE1 SGMS2 SH3GL1 SIX1 SIX4 SKI SLC1A4 SLC20A2 SLC2A10 SLC38A7 SMC5 SMN1 SPRYD3 SRP72 SSX2IP STT3B SUSD2 SYDE1 TAF3 TASP1 TGFBRAP1 THOC1 TKT TM4SF1 TMED2 TMEM129 TMF1 TOE1 TRAK2 TRIM44 TRIP6 TTC7B UBE2G2 UBE2M UBE2Z UBLCP1 URB2 USP28 USP5 UTP18 UTP4 UTP6 VASH2 VEGFC VPS16 WDR47 WDR6 XPO5 XXYLT1 ZBTB25 ZBTB45 ZC3H8 ZKSCAN8 ZNF770 ZNHIT2 GSE5589_LPS_VS_LPS_AND_IL6_STIM_IL10_KO_MACROPHAGE_45MIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5589_LPS_VS_LPS_AND_IL6_STIM_IL10_KO_MACROPHAGE_45MIN_UP ACAA2 ACP5 ADAM22 ADAP2 ADCY9 ADH1C ALB ALDH3A1 ANKRD13D ANP32A AP5S1 APC2 API5 APOL2 AQP6 ASB16 ASB4 ATP13A4 ATP5IF1 ATP6V1F BARX1 BCO2 BFSP1 BLTP3B BRAT1 BVES C1QA CALB1 CAPZA1 CCNDBP1 CEL CETN2 CFAP54 CHRNA9 CIB3 CLCC1 CLEC1B CLNK CNGB3 COX15 CR1L CRYBB3 CYP3A4 D2HGDH DACH2 DCDC2B DIRAS2 DLL1 DNAJC4 DNM2 DSC3 DUS2 ECH1 EGFL8 EIF1 ENY2 ETHE1 F7 FBXO32 FEZF1 FGF1 FGF19 FGFR4 FREM1 FRMD5 GARIN2 GCM1 GGT5 GLB1L3 GLRX3 GLUL GNG3 GUCY2C HAND2 HBG2 HEBP1 HIVEP2 HMOX2 HNRNPUL1 IDO1 IL12B ING4 KBTBD3 KCNJ3 KLK12 KLRC1 KRT4 LIPG LONP2 LRRC19 LRRC39 LRRC46 LRRN1 LYPD8 MAMLD1 MARVELD3 MCHR1 MDH1 MMD2 MMEL1 MPPED1 MTMR6 MYOM1 NAV3 NKAPD1 NMRK2 NR1H3 NR2E1 NSA2 OAZ1 OTULINL OTX1 PAQR6 PCNX2 PEX6 PHAX PLCH2 PLEKHG5 PLEKHO1 PPP1R15B PPT2 PRSS46P PSMA1 PTGDR PTPN5 PXMP4 RAB29 RASGRP2 RB1 RBM6 RIBC2 RIMBP2 RPL39 RPS27 RPS5 SCGN SCN11A SCRT2 SDK2 SEMA3E SEMA4B SHFL SHISA9 SHROOM1 SLC14A2 SLC18A1 SLC1A6 SLC1A7 SLC22A13 SLC22A2 SLC28A3 SLC35A2 SLC37A2 SLCO2B1 SMYD1 SNX27 SON SOX1 SP6 SPATA21 SPEG SPINK4 SRI SRP14 SSTR2 SSTR5 SSU72 ST8SIA3 STAB2 SUGT1 SUPT3H SVOP SYNE4 TACR2 TAOK3 TBX20 TCL1A TIE1 TMCO6 TMEM242 TNK1 TOGARAM2 TPD52L2 TSPAN15 TTLL9 TWF2 UBQLN2 UCP1 UPK1B USP45 VTN WASHC3 WNK3 XIRP1 XRN2 ZBTB49 ZMAT4 ZNF202 ZSCAN10 GSE5589_LPS_VS_LPS_AND_IL6_STIM_IL6_KO_MACROPHAGE_45MIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5589_LPS_VS_LPS_AND_IL6_STIM_IL6_KO_MACROPHAGE_45MIN_DN ABHD3 ABI3 ACADVL ACLY ACOT13 ACSL1 AEBP2 AFMID AGFG2 AGPAT4 AGPAT5 AKR1B1 ALDH9A1 ALDOC ANGPTL3 ANGPTL4 ANXA2 AQR ARF4 ARFRP1 ARHGAP30 ARL6IP1 ASPA BIRC3 BRCA1 BUD23 C5AR1 C7orf50 CASP8 CCDC61 CCND2 CCNL1 CCS CDC42EP2 CHPT1 CLN3 CLUH CMC1 CORO2B CPT1A DBF4 DCBLD1 DEPTOR DHODH DMXL2 DRAM2 ECHDC1 ELK3 ELL ELMO2 EME1 ENGASE ETFB EXT1 FABP7 FAM168A FAM53B FAM83F FILIP1L FPGS FRMD4A GCFC2 GET1 GMPPA GNGT2 GPSM3 GSTT2 GZF1 H6PD HADHA HADHB HERC3 HILPDA HINT2 HPGDS HSDL2 ICAM1 ID3 IFFO1 IFNGR1 IL1A INKA1 IQGAP1 IQSEC1 ITGAL ITLN1 IVNS1ABP KLHL17 KLHL9 KMT5C KRR1 LAMTOR2 LCORL LCP2 LNPEP LRRC27 LRRC39 LY75 MAN2A1 MBP MCTS1 MERTK METTL22 MGST2 MMD MPC1 MRPL18 MRPL22 MYD88 MYO6 MYO7A NOD1 NOTCH2 OLR1 OTOP1 PCBD2 PCYOX1 PLA2G6 PLCB2 PLTP PMVK PNPO PPIG PPP1R7 PPP2R3C PPT2 PRKAB1 PRKCA PRUNE1 PSEN2 PSTPIP2 PTK2B PXK PXN RAB20 RAMP1 RAP2C REV3L RGS19 RIMS3 RNF144B RPUSD4 RRP36 S100A8 SAMD9L SCARB1 SCARB2 SCD SCOC SDHAF4 SENP2 SEPHS2 SIRPB1 SLC16A1 SLC22A3 SLC25A16 SLC27A1 SLC35E3 SLCO2B1 SMAP2 SNHG3 SNRPD1 SNX10 SOD1 STAG2 STARD4 STARD5 STAT5A SUCLG2 SYK SYNE2 TAF1D TBC1D20 TBC1D8 TBC1D9 TGFBR2 TGM2 TLE3 TLR8 TMCO1 TMEM106C TMEM263 TRIM25 TSC22D1 TSPAN33 TTC30B TTC39B TXNDC15 TXNDC8 UCP2 UNC119 UTRN UVSSA VAV1 VPS13D VPS54 VSIG8 ZCCHC2 ZFPL1 ZNF451 GSE5589_LPS_VS_LPS_AND_IL6_STIM_IL6_KO_MACROPHAGE_45MIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5589_LPS_VS_LPS_AND_IL6_STIM_IL6_KO_MACROPHAGE_45MIN_UP ABCA1 ACP7 ADAM8 ADAM9 AFP AHNAK AHSA1 ALCAM ANTXR2 AOPEP APBB2 AQP9 ARAP2 ARHGAP6 ARHGEF12 ARID5A ATP13A1 ATP1A3 BAMBI BEX3 BLCAP BLMH BMP2 CAPG CASP2 CBL CBLB CD28 CD40 CD5L CD72 CD81 CD99 CD99L2 CDC42SE2 CDS2 CHST11 CHST7 CLCN5 CLEC4D CLSTN1 CNRIP1 CRELD1 CTSA CXCL16 DAB2IP DAG1 DCXR DEGS1 DEPDC5 DHPS DLG3 DMWD DNAAF9 DNAJB7 DNAL1 DOCK2 EEIG1 EFR3B EMP2 ENSA EPN2 EPS15 ERP29 ESD ETS1 FAM110C FLOT1 FN1 FRMD6 GALNT6 GAS6 GASK1B GOLGB1 GOT1 GPC1 GPR176 GPR65 GRN GSDME GSTM1 H2BC13 HBEGF HEATR5A HEXB HIGD1C HOMER1 IER5L IFT22 IGF2BP2 IL6ST IRF5 ITGA6 ITGAX KIF26B KIF3A KLHL13 LANCL2 LAYN LMAN2L LONRF3 LPP LRRC8C LY86 MAMDC2 MAP1LC3A MARVELD3 MBTPS1 MCCC1 MCOLN2 MDH2 MED11 MFGE8 MFSD6 MNT MTSS1 NCOA5 NDST1 NES NINJ1 NLK NPL NRP1 OXCT1 P2RY1 PAFAH2 PDE4DIP PDP1 PEDS1 PFN2 PGAP6 PIK3CB PKP4 PLAU PPARD PPARG PPFIA1 PPIC PPP1R14D PRDX4 PRKCB PRKD3 PRKG1 PRNP PSAP PTCD2 PTGS1 PTPRA PTPRS RAB11FIP3 RAB19 RAB24 RAB2B RAB6A RASGRP2 RBP4 RHOB RNF128 RNF150 S1PR2 SACM1L SEPTIN8 SESTD1 SFMBT1 SFPQ SHISA2 SLC12A5 SLC25A13 SLC26A11 SLC36A2 SMAGP SNRPA1 SPHK1 SPRYD7 SRGN SRPX2 ST3GAL2 STON2 TACC2 TANC1 TARDBP TCEAL7 TCEAL8 TEC TENM4 TES TIMM23 TMEM120A TMEM126B TMEM68 TMOD1 TRIM2 TRIP10 TSPAN3 TSPAN7 TTC12 TTC39C UAP1L1 VWF ZDHHC18 GSE5589_LPS_VS_LPS_AND_IL6_STIM_MACROPHAGE_45MIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5589_LPS_VS_LPS_AND_IL6_STIM_MACROPHAGE_45MIN_DN AATF ACOT11 ACOT9 ACOX1 ADRM1 AGPAT4 AIMP2 AK3 ANGPTL3 ANGPTL4 ANKRD37 ANXA7 APEX1 ARHGAP39 ARL14EP ATP6V1H ATP7A ATP8A2 BAZ2B BRS3 C1GALT1C1 C9orf64 CAMK2N1 CAPN1 CCDC59 CDC34 CDKN2B CDYL CHMP1B CIAO2A CITED4 CLIC4 CMAS CMPK1 CNOT11 COMTD1 COX6A1 COX6A2 CSRNP1 CTRC CTU2 CYC1 DGKE DHX15 DLD DLL3 DNAJA3 DTWD1 DYNC1LI1 DYNLL1 EBAG9 ECE2 EIF2B2 EIF2S1 EIF3B EIF3G ELL2 ELOVL5 EMC4 ENOPH1 ENPP6 EPOR ERO1A ESF1 ETFDH ETV3 EXOSC2 FFAR2 FMC1 FUBP1 GALNT1 GAR1 GFM1 GLRX2 GMPR GRWD1 GSKIP GSTO1 GTF2H3 GTPBP4 GYPC H3C4 HAT1 HK3 HMG20B HSD3B7 IFI30 IL17RC IL1A ILF2 INTS9 ITGB3 KAT14 KCNAB1 KIF5B KLHL9 KMT5A KTI12 LARP4B LRRC20 LTA4H M6PR MAFF MARS1 MCRIP2 MECR METTL7A MGAT4B MIEF1 MMGT1 MRPL1 MRPL17 MRPL40 MRPS18B NAP1L4 NKRF NSUN2 ORMDL2 OTUD6B PCBD2 PCYT1A PDE12 PDE3B PDE5A PDE6D PDHA1 PECAM1 PKDCC PLIN3 PLK3 PLPP3 PPP1R7 PPP2R2A PPP4R3B PPT2 PRKAA1 PRKCA PSME3 PTK2 PTPN3 PUM3 PWP2 RAD23B RCC1 RETSAT RIMS3 RIOX2 RIPK3 RNH1 RPRD2 SAP18 SARS1 SCAMP3 SCLY SEMA6A SGTB SIGMAR1 SLC25A51 SLC27A1 SLC39A6 SLC4A2 SLC7A1 SMARCAD1 SMG5 SMURF1 SMYD5 SNRPB SOAT2 SRSF7 STARD3 STIP1 STRAP STUB1 TAGLN2 TARBP2 TAX1BP3 TBRG4 TCERG1 TEX30 TNK2 TOMM70 TOR2A TSPAN14 TUBB4A UBE2M UGDH UTP18 VAMP4 VKORC1L1 VPS33B VWA8 WDR12 WDR75 WDR77 WRNIP1 YME1L1 ZNF697 ZPR1 ZSWIM1 GSE5589_LPS_VS_LPS_AND_IL6_STIM_MACROPHAGE_45MIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5589_LPS_VS_LPS_AND_IL6_STIM_MACROPHAGE_45MIN_UP ABTB1 ADCY9 AFTPH AGRN ALDH2 ALDH5A1 ANAPC15 ANAPC5 AP1S2 AREL1 ASAP1 ASPSCR1 ATXN1 BANK1 BCAS3 BOD1L1 C12orf57 C1QA C1QC CALHM6 CBX7 CCM2 CD5L CD82 CD86 CD93 CDK16 CDKN2D CENPJ CERS4 CFAP126 CFAP410 CIBAR1 CKLF CPLANE1 CRYBA4 CSNK1E CTDSPL CTSA CTTNBP2NL CXCL10 CXCL16 CYRIB CYSLTR1 DCTPP1 DDX6 DENND5A DEPTOR DOCK1 DPY19L1 DYRK2 E2F8 EEF1AKMT1 EEIG2 EIF4B EPB41L3 ERLIN1 ESR1 EWSR1 FBXW4 FCGR2A FHIT FKBP1B FMO5 FOLR2 FOSB FUT11 FXR1 FXYD5 G6PD GAB3 GABARAP GBP7 GLCCI1 GLTP GMNN GPR160 GRB2 GSTM3 H1-0 H2AJ HAGHL HPS4 HSDL1 IFIT1 IFT140 ING1 KCTD12 KDM3B KEAP1 KIAA0513 KIF3C KIF9 KLF6 KLHL6 LAMP1 LMLN LSP1 MAGED1 MAP3K5 MARF1 MED22 MFSD11 MLF2 MOB2 MOB3A MON2 MRPL3 MRPS18C MSRB2 MTMR14 MTR NEMF NEURL1B NFAT5 NFATC2 NHLRC2 NIPSNAP1 NONO OGFRL1 P2RY6 PAFAH1B3 PARP8 PDE7B PDXK PHF14 PIK3CG PIK3R6 PKIG PLAU PNPLA7 POLA1 PPP3CB PRDX4 PTOV1 RAB13 RAB32 RAB42 RANBP10 RAP1GDS1 RASA4 RELL2 RHBDD3 RMND5B RNF135 RNF7 RP9 RPL18A RPS27L RTTN SAMSN1 SBF2 SCAMP1 SCARB1 SERHL2 SETD1B SIDT2 SLC11A1 SLC25A45 SNRPA1 SORD SPATA13 SQOR STARD9 STX2 SURF4 TEF TESK2 TFE3 THBS1 TLE6 TMEM154 TMEM170B TMEM9 TOMM7 TOP1 TPD52 TRIM21 TRIM34 TWF2 UAP1 UBE3B UPF2 USP34 VAMP3 VASP VPS26C VPS37C WBP1 WDR81 XPC YPEL3 ZC3H4 ZCCHC8 ZFAND4 ZMAT2 ZMYND15 ZNF251 ZXDC ZZEF1 GSE5589_UNSTIM_VS_180MIN_LPS_AND_IL10_STIM_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5589_UNSTIM_VS_180MIN_LPS_AND_IL10_STIM_MACROPHAGE_DN ABCA7 ABTB1 ADAMTS10 ADGRG3 AHRR ANAPC15 ANXA6 AP1S2 ARHGDIA ARHGEF37 ARID3B ATP2B1 B4GALT1 BCL11B BLOC1S1 BTLA C6orf89 CAD CASP4 CCDC107 CCDC82 CD3D CD79B CD82 CD93 CEBPD CENPU CEP19 CFB CIP2A CMA1 CNPY3 COMMD8 CRISPLD2 CRLF3 CRYBA4 CTNND2 CYLD DENR DEPDC1 DGAT2 DPP4 DTL ENC1 ERLIN1 ESCO2 EXOC3L2 FASLG FCHO1 FOSB GAS6 GATD3 GBP7 GGPS1 GIMAP4 GIMAP8 GNG2 GP9 GPR18 GRAMD1B GSTM3 H2AJ HAGHL HDAC9 HK1 HLA-DMA HNRNPD HNRNPL IER5 IFI35 IFIT1B IKBKB IKZF3 ING1 IRAK2 IST1 ITGA2B JPT1 KBTBD11 KIF22 KMT2A KMT2D LCK LRP8 LRRC45 LRWD1 LY86 MADD MAGOH MBNL3 MCU MGAT4A MLEC MLF2 MMS22L MRPL41 MRPL52 MSL1 MTCP1 MTR NAPSA NCR1 NDST2 NEDD8 NEU1 NFKB2 NIN NUDT14 OFD1 P2RY10 PABPN1 PAN3 PBRM1 PDE7B PF4 PFDN4 PHF14 PIK3R6 PLOD1 PLSCR1 POLD1 PPA1 PPP1R12C PPP4C PRG3 PROM1 PSME1 PSME2 PTRH2 RAB32 RAB37 RAB3D RAPGEF1 RAPGEF2 RASGRP1 RASSF7 RING1 RNASEL RPL18A RPL4 RPS3A RRAGC SAFB2 SATB1 SEC61G SELENOH SELENOO SERPINB2 SETD1B SGSH SH2D1A SIDT2 SIPA1 SLBP SLC11A1 SLC26A11 SLC27A4 SLC2A6 SLC44A1 SLC44A2 SMOX SNAP23 SNRNP27 SOD1 SPEN SPINT2 SRSF11 STAT4 STIM2 STRADA SUSD6 SYTL2 TAL1 TAP2 TBX21 TEX30 TFPT TIAM1 TLE6 TMEM128 TMEM170B TNFSF10 TOB2 TOP1 TOP3B TOX3 TRAFD1 TRIM59 TSC22D4 TSR2 UBE2I UQCRHL VAMP8 WDR5 ZCCHC8 ZDHHC13 ZMAT2 ZNF445 ZSWIM8 GSE5589_UNSTIM_VS_180MIN_LPS_AND_IL10_STIM_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5589_UNSTIM_VS_180MIN_LPS_AND_IL10_STIM_MACROPHAGE_UP ABHD12 ABHD13 ACAA2 ACLY ACSS1 ADCK1 AFF1 AK8 AKR1B1 ALDH1B1 AMZ1 ANO6 ANXA7 ARHGAP5 ARL15 ASPA ATP6V1A ATP6V1H BAIAP2 BAZ2B BBS5 BCL2A1 BLNK BLOC1S6 C1GALT1C1 C3orf33 CAMSAP2 CASP9 CAST CBR1 CCDC6 CCL25 CD300C CD44 CD68 CDADC1 CDC14B CDKN2A CDKN2B CDYL CEP162 CFLAR CHMP5 CLCN5 CLDN12 CLOCK COMTD1 CPT2 CRBN CREB3L2 CRELD2 CRIP2 CRYBG3 CTBS CTDP1 CTNND1 CYB5R1 DAGLA DAP DCAKD DNAJA3 DNAJC10 EEA1 EIF3G ELMO2 ESYT1 ETFB ETFDH ETV3 EXOC8 FPGT FYTTD1 FZD1 GAK GMPR GNG11 HCCS HMG20B HPS6 IARS1 IGSF8 IL10RB KIAA1191 KLF10 KLHDC9 KMT5A KMT5B LARP4B LDAF1 LDLRAD3 LIMK1 LMNA LRRC58 MAN2C1 MAPK1IP1L MARS1 MCOLN1 MEAK7 MGAT4B MGAT5 MIEF1 MMP19 MOB3B MRPS36 MTAP MTM1 MTX2 NAA35 NAP1L4 NDUFA13 NFE2L1 NLRP10 NUS1 ORC4 OSGIN2 OSTM1 P3H1 PARD6A PCBP2 PDXDC1 PHACTR3 PHF13 PHOSPHO1 PIK3CA PLA2G15 PLEKHA2 PLPP1 PPP1R1B PPP4R3B PROS1 PRPSAP2 PRRC1 PTGES2 PTGS1 PTK2 PTPRS RAB11FIP2 RAB11FIP5 RAB8B RBM47 RCBTB1 RDH14 REM1 REPIN1 RIC1 RMND5A RPE RPF2 RRAS RRAS2 RRS1 SCLY SDC1 SEMA4B SEPTIN10 SEPTIN11 SLC15A3 SLC17A5 SLC1A4 SLC27A1 SLC2A1 SLC35F5 SLC46A3 SNX5 SOAT1 SOAT2 SOCS2 SOCS6 SPACA1 SPAG9 SS18 SS18L2 STK24 SUDS3 SUGT1 SYNE2 SYS1 TAFA3 TCF25 TCF7L2 TCIRG1 TMEM230 TMEM62 TMEM87B TMTC3 TNIP2 TSPAN14 UBA1 UBA5 UBXN6 UGDH UQCC1 USP19 USP22 VEZT WDR74 XPR1 YIPF3 ZKSCAN5 ZPR1 GSE5589_UNSTIM_VS_180MIN_LPS_STIM_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5589_UNSTIM_VS_180MIN_LPS_STIM_MACROPHAGE_DN ABHD14B ACP2 AKNA APOD ARHGAP15 ARHGDIB ARHGEF10L ARL5A ARPC4 ASPM ATG3 ATP5MC2 ATP8B2 AZI2 BACH1 BATF BAZ1A BRCA2 BST1 C4orf48 CARD10 CBX3 CCDC86 CCND2 CCND3 CD28 CD79B CDC26 CDC6 CDKN2D CENATAC CENPN CENPT CLN3 CMC2 CMTR1 CNOT3 CRISPLD2 CSF1 CTSW CXCR6 CYFIP2 CYLD DEK DGKD DLGAP5 DOCK10 DUSP2 EIF4EBP2 EMD EPB41L2 EPB41L3 ERCC6L ERMARD EZH2 FASLG FAU FBXL4 FHL1 FILIP1L FKBP15 FNBP4 G6PD GBP4 GMIP GMNN GNA14 GPD2 GPR18 GPR84 GRAMD1C GRK3 GSTT2 GTPBP1 HAGHL HPS3 HPSE HSDL1 IKZF2 IL10 IL1B IL1RN IMPA2 INTS5 IQGAP3 IRF3 IST1 KHNYN KLF2 LIPG LOXL3 LRWD1 MAGOHB MEFV MGST2 MKNK2 MPHOSPH9 MRPL28 MRPL45 MSH2 MTMR14 MVB12B MYL10 NAPSA NCAPD3 NCAPG NCOA3 NDUFA8 NEDD9 NELFB NEU1 NFKBID NFU1 NGDN NRM NT5C3B NUDC ORC3 OSBPL3 PAFAH1B3 PALD1 PAN3 PARP3 PDCL3 PDS5A PFKM POLA2 POLE PPP1R12A PPP1R21 PRAM1 PRPS2 PRPSAP1 PSENEN PSMA2 PSMB9 PTK2B PTMS PTPRC RAB20 RACK1 RAP1GAP2 RAPGEF6 RASA4 RFC4 RGS10 RNF139 RNF157 RNF167 RPL18A RPL23A RPS16 SCAF11 SEC61B SELENOH SELENOW SERPINB2 SGO1 SGSH SH3PXD2B SHISA5 SLBP SLC39A4 SLC7A7 SLIRP SNAP23 SNRPA1 SNRPD1 SNRPD3 SOD1 SREBF2 SRGAP2 SSX2IP ST6GALNAC5 STARD4 STIL STRIP2 STX11 SUB1 SUSD6 TIMP3 TLK1 TMEM131L TMEM163 TMEM86A TOPBP1 TOX4 U2AF1 UBA7 UNC13D USP25 UVSSA VTA1 WDR6 WDR90 XAB2 ZDHHC13 ZNF281 ZNF292 ZNRF1 GSE5589_UNSTIM_VS_180MIN_LPS_STIM_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5589_UNSTIM_VS_180MIN_LPS_STIM_MACROPHAGE_UP ACOT9 ACSS1 ADSS2 AGPAT3 AGPAT4 AKR1A1 AP2A2 AP3M1 ARHGAP35 ASL ATG7 ATIC ATP10D ATP6AP1 ATP6V0D2 BRWD1 BTBD6 C11orf58 C16orf87 C19orf33 C3orf33 C5orf24 CALU CAMK2N1 CASP9 CAVIN1 CCDC186 CCNG1 CD36 CHCHD3 CHMP1B CLCN3 CNIH1 COPS7B CPEB4 CRIM1 CWC22 CXorf38 CYTH3 DAP DCTN1 DDA1 DDX54 DENND4C DIP2A DUSP3 DYNC1LI1 ECE2 EDEM3 ELOVL3 EPHX1 ESF1 ESPN ETFDH FAM210A FAM53C FBXL16 FBXL20 FJX1 FMNL2 FOXO3 FYTTD1 GABARAPL2 GATB GLRB GOLM1 GPHN GPR108 GRID2IP GTF2H3 H2BC13 HAPSTR1 HAUS2 HBEGF HEATR5B HMG20B HOMER3 HSD17B6 HSPB1 HYOU1 IGF2BP3 ITGAM KBTBD13 KCNAB1 KLHL13 KRT28 LAP3 LARP4 LAYN LDHA LDLRAP1 LETM1 LIMK1 LIMS2 LMAN2 LPCAT1 LTBP3 MAGED1 MAN2C1 MAOA MFSD12 MINDY2 MITF MMADHC MMP19 MPZL1 MTM1 MTMR10 MTURN NAA35 NACC2 NAPA NAT9 NDFIP2 NDUFS5 NF1 NIPSNAP3A OLR1 OXCT1 PAM PCDHGC4 PDF PDGFA PDLIM5 PDPR PEDS1 PEX11G PIGC PIK3CA PLA2G2D PLBD2 PRKAB2 PRMT6 PTGR1 PTGR3 PTRH1 PYCR3 PYROXD1 RAB10 RAB5A RABAC1 RAD9B RCBTB1 RCN2 RETSAT RILPL1 RIN2 RNF19B RNF44 RNLS RNMT RPS26 RRAGD RRP12 SECISBP2L SEL1L SELENBP1 SERPINB6 SLC16A14 SLC25A1 SLCO2B1 SMAP1 SPATA6 ST18 STXBP5 SYDE2 SYK SYS1 TARBP2 TENM1 TGDS TIMM8A TLNRD1 TMEM11 TMEM184C TMEM208 TMEM33 TMEM37 TMOD1 TRAF5 TRAPPC6B TSC1 TTC7B UBE2G2 UBTD1 UBXN7 USP4 UXS1 VCL VPS45 VPS53 VTI1A WDR47 WDR89 YIPF6 YPEL4 ZFAND2A ZFAND6 ZFYVE9 ZNF862 GSE5589_UNSTIM_VS_45MIN_LPS_AND_IL10_STIM_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5589_UNSTIM_VS_45MIN_LPS_AND_IL10_STIM_MACROPHAGE_DN ABRACL ACSL4 ACTL9 ADAM21 ADARB1 ADGRA1 ADTRP AFAP1L2 ALKBH3 AOPEP APMAP ASB3 ATP6V1C1 B3GALNT1 B3GALT6 B4GALNT1 B4GALT7 BCKDK BOK C1D CALCOCO2 CARNMT1 CBR4 CCDC136 CCDC172 CCDC90B CCT4 CELA1 CENPC CH25H CHAMP1 CHML CHST6 CLNS1A CMSS1 COA6 COX10 COX4I1 COX5A CPD CPTP CUL4A DCTN6 DNM1L DNPEP DTX3 DUS4L DYNLL2 E2F5 EID1 EIF4G2 FAM72A FBXW8 FGFR2 FKBP3 FRYL FURIN GABBR1 GABRA3 GADD45GIP1 GCNT2 GGPS1 GINS1 GK GPR88 GPX5 GRIA2 H2AC25 HAPSTR1 HAT1 HIC1 HNRNPA3 HNRNPK HNRNPR HOOK2 HTR5A IL10 IL1R2 ITGA6 KCTD14 KCTD7 KHDRBS1 KPNA4 KPNB1 LTK MAOB MAPK10 MAPK8 MARCKS MDH1 MDM1 MEGF10 METAP1D MGMT MICU2 MID1 MORN3 MRI1 MRM3 MRPL11 MRPL22 MS4A13 MYBL1 NAB2 NAP1L1 NDUFA7 NDUFA9 NDUFC2 NPHP1 NR2C2AP NRM NUP54 OCIAD2 OGDH OLFM3 PARVG PCM1 PDHB PDK1 PIK3R2 PLPP4 POGK POLR1C POLR1D POLR2B POMT2 POSTN PPP2CA PSMC4 PTTG1 RASSF7 RBBP8 RBIS RBMS2 RBP1 RGS12 RHOB RNASE10 RNF133 RNMT RNPC3 ROR2 RPS25 SCARB1 SDC4 SDHAF1 SEC24A SETD3 SFXN5 SGCB SIPA1L1 SLC25A39 SLC25A4 SLC35F1 SLC35F3 SLC9B2 SNORD123 SNX32 SOD2 SPAG1 SPEG SRPRA STC2 STT3A STT3B STX1A SVIP TBCD TEX33 TFPI2 THOC7 THRAP3 THSD7B TLK1 TMEM14A TNNT3 TNS1 TOMM20 TRIM11 TSPYL1 TTC39A TTLL1 TUBA4A UBE2E3 UBLCP1 UCHL1 UNC13A USP38 UTP11 UXT VPS25 VPS29 VPS37D VWA8 WDHD1 WNT8B ZNF239 ZNF318 ZNF354A ZNF490 GSE5589_UNSTIM_VS_45MIN_LPS_AND_IL10_STIM_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5589_UNSTIM_VS_45MIN_LPS_AND_IL10_STIM_MACROPHAGE_UP AATK ADGRE5 AHRR AIFM2 ALAS1 ALG11 ANGPT2 ANTKMT AP3B1 ARHGAP1 ARHGEF38 ARMC3 ATG13 ATP10D ATP23 B3GAT3 B3GNT2 BRD4 C3orf70 C8orf33 CA2 CACNA1A CCNDBP1 CCSER2 CD27-AS1 CD274 CD300LD CD47 CD74 CD99 CDS2 CFHR1 CHRDL2 CNOT8 COMT CRLF2 CSNK1D CTDSPL2 CTSD CWC22 DDHD1 DECR2 DGUOK DHDDS DHRS7 DIPK2A DNAJC10 DNAJC13 DNAJC4 DOK1 DPF2 DUSP2 EED EFHD2 EHMT2 EMB ENDOD1 ENG EXOC6 FAM117A FAM222B FANCM FAU FCGR3A FEM1A FHIP2A FLT3LG GCFC2 GGA1 GLCCI1 GNGT1 GPHN GRN GUK1 HES6 HIGD1C HLA-B HLA-G HTRA2 IGSF8 ILDR2 ING4 INHBE IRF7 ISLR2 ITGB1BP2 ITM2C JADE2 KIF3A KLF3 LANCL1 LDHB LPGAT1 LPIN2 LRRC41 LTO1 MACROH2A1 MAP1LC3B MAP2K2 MAPK3 MAPKAPK3 MEAK7 MGAT4A MINDY1 MPG MPPE1 MSL1 NDUFB7 NFKBIL1 NGDN NIPAL4 NIPSNAP1 NNT NOTCH1 NPPC NR3C1 NSRP1 NTF3 OMA1 PAPOLA PCGF2 PDE4A PDE7B PDPK1 PDZD8 PEF1 PEX3 PEX6 PIK3R1 PIP4P1 PISD PLA2G7 PLS1 PMS2 POC5 PPOX PQBP1 PRMT9 PRPF4 PSMB9 QTRT2 RAB2B RABAC1 RANBP9 RBMS1 RHEBL1 RILP RNF41 RPS9 SAMSN1 SAP30L SAYSD1 SCYL1 SDR42E1 SENP2 SKI SLC25A11 SLC26A2 SLC9A4 SNRPB SNX20 SOCS7 SPAG7 SPATA1 SPATA16 SRPK2 ST3GAL4 STAT6 TAP2 TAPBPL TEX264 TIMM21 TLE6 TMBIM6 TMEM177 TMEM192 TMEM50B TNFRSF19 TNIP1 TOMM7 TPRG1L TRMT2A TRPS1 TSPAN17 TTC30B UBL3 UCK1 UGT2B4 UNC119 VGLL4 VILL VRK3 WBP11 WDCP WDR24 WIPI2 ZMYND11 ZMYND12 ZNF169 ZNF274 GSE5589_UNSTIM_VS_45MIN_LPS_AND_IL6_STIM_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5589_UNSTIM_VS_45MIN_LPS_AND_IL6_STIM_MACROPHAGE_DN ACER3 ACOT11 ACOT9 ACTN1 ADAMTS1 AEN AGA AGPAT4 AHCYL1 AKIRIN2 ANGPTL3 AP2M1 ARHGEF12 ARL6IP5 ASCL3 ASIC4 ATP1A3 ATP6V0A2 AVEN B3GLCT B4GALT5 BTBD3 C11orf58 C9orf64 CAMK2N1 CCDC134 CDK20 CHCHD10 CHMP1B CHMP7 CHORDC1 CHP1 CLBA1 CLDND1 CLNS1A CLSTN1 CMBL CMPK1 CNOT11 COA8 COQ3 COX17 CREB3L1 CSNK2B DCUN1D3 DDX21 DDX31 DECR1 DGKE DNAJA3 DPP8 DUSP11 DYNC1LI1 DYNLL1 ECE2 EEF1A2 ELL2 EMP2 EPN2 ERO1A ESF1 FBXO32 FGD6 FIBP FPGT FTSJ3 FUBP1 GALNT1 GAR1 GARRE1 GFM1 GFM2 GFUS GPATCH4 GPRC5B GRPEL1 GTF2H3 HADHB HAPSTR1 HCFC2 HEBP1 HIPK2 HMG20B HNRNPLL HSD17B6 HSD3B7 IFT43 IGF2BP3 IL17RC INIP INPP5A INTS15 ITPR1 KALRN KAT14 KCNAB1 KIF5B KLHL13 KMT5A LAMA5 LARP4B LGR4 LRRC20 MALT1 MARCHF2 MARCHF6 MARS1 METTL27 METTL3 MGAT4B MICALL1 MINDY1 MMGT1 MPDU1 MRPL20 MRPL27 MYL7 NAA35 NAA38 NAA50 NOL11 NR1H3 NUP50 OTUB1 OTUD3 P2RY14 PAQR9 PDCD6 PDGFA PDHB PDXDC1 PGK1 PHLDA3 PHOSPHO1 PI4KA PKDCC PKLR PLEKHA3 PLEKHO2 PLIN2 POLR2M PPA1 PPP1R7 PRKAA2 PRPF3 PSMC3 PTP4A2 PWP2 RAD23B RARRES1 RCE1 REL RNF4 RNH1 RRP12 RTF2 S100A6 SCLY SEC63 SGTB SLC22A4 SLC25A3 SLC28A2 SLC39A6 SLC41A2 SMARCAD1 SPHK1 SS18L2 STUB1 STXBP3 TACC2 TAF10 TANC2 TANGO6 TARBP2 TBRG4 TCERG1 TMEM126B TMEM144 TMEM217 TMEM245 TNK2 TSFM TSPAN14 TSPAN3 TUBG1 UGDH UGP2 UTP18 VCPKMT VDAC3 VEZT VKORC1L1 VPS53 WLS YME1L1 ZFAND5 ZFP57 ZNF697 ZSWIM1 GSE5589_UNSTIM_VS_45MIN_LPS_AND_IL6_STIM_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5589_UNSTIM_VS_45MIN_LPS_AND_IL6_STIM_MACROPHAGE_UP AAK1 ABCC1 ABTB1 AGO1 AKAP10 AKNA ALDH2 AMBRA1 APBA1 ARHGAP11A ARHGAP17 ARHGAP22 ARID5A ASPSCR1 ATP8B2 BACH1 BIRC2 BMP2 C12orf57 C1QC CALHM6 CAMK1 CANX CASP8 CCDC12 CD86 CDC25B CDC26 CIR1 CLASP2 COMMD4 CTDSP1 CTSC CYSLTR1 CYTH1 CYTH3 DCTPP1 DEPTOR DMXL2 DOCK3 DUSP7 DYNLT1 DYRK2 ENC1 ENTPD4 EPB41L3 ERLIN1 EXOC4 FAS FBXW9 FCGR2A FILIP1L FKBP1B FLOT1 FNBP4 FRY FXR1 G6PD GAB3 GALNT2 GLT8D1 GMNN GNPDA1 GPR160 GPR183 GRB2 HMG20A HNRNPUL1 HPS3 HPS4 HSCB HSDL1 IFT140 IFT25 IL4R ING1 INPP4A KCNJ10 KHK KIAA0513 KLF2 KLF6 KLHL17 LAMP1 LCORL LMO2 LPIN2 LRP5 LSP1 MAGED1 MAPKAPK2 MBNL3 MCOLN3 MED22 MEF2A MFSD1 MIGA1 MLEC MLF2 MOB2 MOB3C MON2 MPST MRPL18 MRPL39 MRPS18C MSH2 MTMR14 MTURN NDST2 NDUFA4 NEURL1B NFIA NPRL2 NRM NTAQ1 OLFML3 ORC3 OSBPL3 PAFAH1B3 PARP3 PARP8 PARPBP PBRM1 PDXK PEX10 PFDN5 PHF14 PHF7 PIK3C2A PIK3CG PIK3IP1 PKIB PLCB3 PLPP2 PNISR PPM1D PPT1 PRIMPOL PSENEN PTK2B PTPN22 PTPRC R3HDM4 RAB20 RAB32 RABEP2 RASA4 RCBTB2 RDH10 RERE REXO2 RMND5B RNF135 RNF145 RPL23A RPS6KA1 RRM1 RTL5 SAMSN1 SESN1 SHCBP1 SIRT3 SLC11A1 SLC12A2 SLC16A10 SLC6A6 SMAD6 SNAP23 SNAPIN SNHG3 SNX20 SPEN SSH3 STMN1 SURF4 TAL1 TBCEL TEF TIMM10B TMEM106C TMEM176B TNFRSF13B TNNC1 TRIM21 TRPS1 TUG1 UAP1 UTP14A VGLL4 VPS26C VPS54 WBP1 WDR24 XPA ZCCHC8 ZFP90 ZMAT2 ZNF524 ZXDC GSE5589_UNSTIM_VS_45MIN_LPS_STIM_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5589_UNSTIM_VS_45MIN_LPS_STIM_MACROPHAGE_DN ABHD4 ACO1 ACTL10 ADORA3 AHCYL2 AKIP1 ALDOA ANAPC13 ANAPC2 ANKRD2 ANKUB1 AP2S1 AQR ARFGAP1 ARHGAP23 ARHGAP33 ARMCX6 ATP4A ATP6V1F BAALC BAX BHLHA15 BHLHE40 BLTP2 BRS3 BTNL2 C19orf44 CACNG5 CD82 CDH6 CDK10 CDKAL1 CIAO2A CITED2 CLDN7 CLEC4G CNBP COA8 COCH COMMD4 COQ7 CORO7 COX4I2 CPSF1 CPSF3 CTPS2 CUEDC2 DBH DCAF11 DCAF8 DCTN2 DCXR DMAC1 DOCK5 DPCD DRGX DTD2 DYNC1H1 EDF1 EIF2D EIF4EBP2 EIF4G3 EMC7 EPHB1 ERI3 FETUB FOXRED1 FRYL GADD45GIP1 GDE1 GDPD5 GLIS1 GMFG GOSR2 GPR158 GRHL2 GRINA H2BC3 HAGH HAGHL HAPSTR1 HAT1 HBA2 HDAC5 HINT1 HNRNPA2B1 HTRA3 IER5 IL17D ING2 IRAK1 KCNQ3 KLHL24 KRTAP2-4 LEAP2 LELP1 LTC4S MACO1 MAN2A2 MAP4K2 MBTPS1 MEGF9 METAP1D MFAP3 MFSD13A MGAT4B MON1A MRPL28 MRPS21 MVB12A NCAPH NCOR2 NDUFA7 NDUFA8 NEDD8 NFIB NFXL1 NOD1 NOP10 NPPC NUP214 OAZ2 OPA3 OR10AD1 PAN3 PCYT2 PDCD4 PDXDC1 PHLDB1 POLR2K PRR13 PRRC2A PTTG1 QKI RANBP17 RAP1B RBIS RDH10 REC114 RNF185 RNF5 RPL11 RPL36 RRP1 RTN3 SCAMP5 SCARB1 SCN2B SCUBE1 SHANK1 SIPA1 SKP1 SLC16A9 SLC22A12 SLC25A39 SLC27A4 SLC34A1 SLC35A2 SLC35F6 SNX32 SSB SSH1 STAB1 STRC STT3A TACR1 TALDO1 TBCE TBL1X TEF THOC3 TLR2 TMED4 TMEM131 TMEM213 TMEM35B TMEM92 TNFRSF17 TOR2A TP53INP1 TRMT1 TSC2 UBAP1 UBAP2L UBXN6 UCHL1 UPF2 UQCRB UQCRHL USP13 VIRMA VPS51 WBP1 WDR26 XAB2 XIRP1 ZFYVE19 ZNF526 ZNHIT3 ZSWIM4 GSE5589_UNSTIM_VS_45MIN_LPS_STIM_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5589_UNSTIM_VS_45MIN_LPS_STIM_MACROPHAGE_UP ABHD2 ABRAXAS2 ACYP2 ADGRF1 AFDN AFTPH AK8 AP3B1 ARAF ARF3 ARHGAP6 ARMC7 ARPC5 ARRDC4 AS3MT ATP10D ATP23 B2M BCL10 BTG3 BUB3 CACNA1A CASP12 CCDC6 CCT3 CD44 CDH18 CERKL CERS4 CHD1L CIAPIN1 CNOT8 COP1 COTL1 COX18 CS CTDSPL2 CTNNB1 CTPS1 CWC22 CXCL14 CYP17A1 DAPK2 DCK DDX39A DNAJB11 DNAJC10 DNAJC21 DPF2 DPH2 DTYMK DUSP11 ECPAS EEF1G EIF3D EIF3K EIF4E ELAVL1 ELP4 EYA4 FAM149A FAM177A1 FNTA GCC1 GPX3 GSR HLA-B HLA-C HLA-G HRH1 HSPB3 ICE1 IFNGR2 IL1R1 IL2RG IMMP2L JADE2 KAT7 KDM5A KIF3B KLF10 KLF13 KLKB1 KRAS KRT36 LEPROTL1 LGALS8 LIPN LPGAT1 LRRC8D LRRK2 MAFB MAOA MINDY1 MOGS MPG MRPL35 MTO1 MYBL1 MYH4 MYO1D NCK1 NDC1 NFIX NGDN NKD2 NLRC5 NOP58 NPC2 NUP93 OGFR ORAI1 OSM P2RY14 PAPSS1 PCGF5 PCYT1A PDIA3 PFKP PHOSPHO2 PLA2G7 POLA1 PPA1 PPP1R14B PPP4C PRDM5 PRPF18 PRPF40A PRPS1 PSMB9 PTGFRN PTPRE PURB RAB11FIP5 RAB13 RAI14 RAN RARG RBM28 RBMS1 RCN1 REXO2 RIN2 RIPK3 RMC1 RND3 RNF4 RNF41 RPL18A RPL39L RPN2 RPS26 RPS3 RPS5 RPSA RSF1 S100A6 SAA1 SASS6 SBK1 SBNO1 SGK1 SH3PXD2B SHB SLC13A3 SMARCA5 SMC6 SNHG3 SNRNP25 SNRPB SNX20 SREBF1 STAT6 STK24 TARDBP TBCCD1 TECR TENT5C TES TFEB TMEFF1 TMEM123 TMEM63C TOMM7 TRAF3IP2 TSEN34 TSPAN17 TSPO TTC30B UBL3 USP7 VGLL4 VILL VIM WTIP YBX3 YIF1A ZBTB5 ZNF608 ZNF862 GSE5589_WT_VS_IL10_KO_LPS_AND_IL10_STIM_MACROPHAGE_180MIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5589_WT_VS_IL10_KO_LPS_AND_IL10_STIM_MACROPHAGE_180MIN_DN AASS ADAM7 ADGRB3 ADORA3 APLN B3GALNT1 B4GALNT4 C8A CACNG2 CAPN15 CAPZA3 CCNK CHIA DPY19L2 E2F4 EGF ENOX1 ESM1 F2RL3 FERMT1 FMOD FNTB FOLR1 FOXI2 GABRB2 GABRG3 GALNT15 GDF15 GLP1R GPBAR1 GPC5 GPR157 GPRIN2 GRTP1 HAO2 ICAM5 IFITM1 IFNA5 IGF2-AS IGFBP6 IL19 IL1A IL20 IQGAP3 IRX3 KAZALD1 KCNQ3 KIFC3 KLHL14 KLRG1 KRT77 KRTAP19-7 KRTAP4-1 KRTAP5-4 LENG9 LFNG LHFPL4 LRP1 LRRC4C LTC4S MEIS3 MGAM MGST3 MIR129-1 MIR200A MIR369 MIR670 MTHFR MYO7B MYOM2 NRSN1 NTHL1 ODAD1 OTX1 P2RX6 PACRG PALD1 PCDHB5 PDGFC PGBD5 PLCH2 PNLIPRP2 PNOC PPFIA2 PPP1R37 PRELID3A PRR12 PTPN13 RBM8A RBP4 RIBC2 RNF17 RPS23 SCN2A SELE SFTPA1 SH3BP1 SH3PXD2B SLC13A5 SLC19A2 SLC25A39 SLC25A51 SLC26A4 SOX10 SPHKAP SPINDOC SSBP1 SSX9P SUSD4 SYCN TCF7 TEX14 TGFB1I1 TMEM179 TMEM254-AS1 TMEM9B TPO UBD UCN USP26 VASH2 ZNF112 GSE5589_WT_VS_IL10_KO_LPS_AND_IL10_STIM_MACROPHAGE_180MIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5589_WT_VS_IL10_KO_LPS_AND_IL10_STIM_MACROPHAGE_180MIN_UP ABR ACTL7A ACTR3B ADH5 ADPRH ADRB2 ADSL ANGEL1 ANKRD49 APIP APLP2 APOD ARL2BP BLOC1S2 C1QTNF4 C1orf116 CAB39L CCL17 CCT4 CCT7 CD300LD CD3E CD82 CHMP2A CHMP5 CLCNKA CLDN11 CPLX4 CRADD CRCP CTNNBL1 CUX1 DHX35 DPH6 DPY19L3 DYNC2H1 E2F6 ECD EIPR1 EXOSC4 FAM50A FAM83B GADL1 GGA1 GHDC GINS1 GNA14 GNAT2 GTF2H3 GTF3C5 GTPBP1 H2AJ HDDC2 HDGF HEMK1 HSP90AB1 IFIT2 JMJD4 KCNG1 KIF18A KLHDC9 KLHL7 KRT15 LRRC40 MAGED1 MAN1C1 MAP3K21 MATN3 METTL4 MFAP5 MIR132 MNAT1 MRGPRX1 MRPL1 MRPL22 MRPL38 MTG2 MTRF1 MXD1 MYL10 MYL4 MYO1D NAA20 NAA25 NDE1 NFYA NHLRC4 NHP2 NIPSNAP3B NOL12 NRP1 NUCB2 NUDT16L1 OAS3 OMD PADI3 PCF11 PHF3 PICK1 PIM1 PLEKHA5 PMM2 POLR3B POPDC3 PRC1 PRR13 PSMC6 PTGR3 PXMP2 RACGAP1 RBM7 RHOA RNF19A RNF20 RNF38 RPA1 RPL7L1 RSAD2 RUNDC1 SALL2 SDCCAG8 SDHAF3 SELENOP SEZ6L SHLD2 SHMT2 SLC16A7 SLIT1 SLK SNAI3 SNAP23 SRPX2 STRA6 STXBP5 SYT11 TAF1B TAGAP TIGD2 TMEM30A TMEM68 TOR2A TRANK1 TRIM55 TTC39B UBE2O UBQLN2 UCN2 UQCRFS1 VPS45 WNK3 XCR1 ZBTB41 ZBTB8B ZNF18 ZSWIM4 GSE5589_WT_VS_IL10_KO_LPS_AND_IL10_STIM_MACROPHAGE_45MIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5589_WT_VS_IL10_KO_LPS_AND_IL10_STIM_MACROPHAGE_45MIN_DN ABCC5 ACAP1 ACTR1B AKIRIN2 ALDH18A1 ALG5 ANKRD34A ARHGAP12 ARIH1 ARL6IP5 ARMC3 ASB4 ATF4 ATP6V0A1 ATP6V1B2 AUH BFAR CAMSAP1 CASP6 CCNO CCR1 CD36 CD40 CHP1 CIB1 CLCN5 CLIC4 CNIH1 CNNM2 COMTD1 CR1L CRTAP CSNK1A1 DDRGK1 DGKG DNM1 DUSP1 DUSP5 EEF1A2 ELOVL5 EMC7 ENDOG ERO1A ERP29 ERP44 ESD ETFA EXO5 FAM220A FAM43A FARSB FBP1 FBXO8 FNDC10 FYN G6PC3 GATA2 GATC GNA15 GPATCH2 GRPEL1 GSDMD GTPBP2 HAX1 HEBP1 HESX1 HILPDA HM13 HMG20B HRH2 HSF1 HSPA12A HSPA1B IDO1 IER3 IL4I1 IL9R IRAG2 ISCU ITGB7 KCNJ3 KCNK6 KLF10 KLHL22 KRT222 KRTCAP3 LAP3 LARP4B LARS1 LEO1 LHFPL4 LIMD1 LIMK1 LRRC4 MAEA MARK3 MCRIP2 METRNL MID2 MINK1 MIR99AHG MPV17L2 MRGBP MRPL17 MRPS22 MSANTD3 NAA35 NCF4 NCSTN NES NFE2L1 NFKB2 NFKBIB NIBAN2 NIN NOC2L NPAS4 NT5DC3 OGFOD3 OLFM1 OSGEP OSGIN2 PCNP PEAK1 PER1 PFDN2 PHGDH PHKA2 PHOSPHO1 PHYHD1 PIGX POLD4 POLR1C POLR3E PPP2R2A PPP3R1 PRKCD PSMA3 PSPH PTP4A2 PTPN2 PTPN3 RETSAT RGCC RGS1 RHOB RNF222 ROPN1 RPL27 RPL34 RPL7L1 RRP8 RSL1D1 RUNX2 SAMD11 SAMD4B SEPTIN9 SHISA2 SIPA1L1 SLC25A32 SLC50A1 SLC7A1 SLC7A5 SNHG12 SOAT2 SOCS2 STAB2 SYDE2 TBRG1 TCEA1 TENM4 TEP1 TEX264 THRA TIPARP TLN1 TMED4 TMEM165 TMEM30B TMEM80 TNFAIP3 TNFRSF21 TRAPPC6B TSR1 TTC17 TTC27 UBE2M UBTD1 USP6NL UTP4 VOPP1 WDR43 WDR74 WDSUB1 YAE1 YBX3 ZBTB7C ZCCHC2 ZNF131 ZNF706 GSE5589_WT_VS_IL10_KO_LPS_AND_IL10_STIM_MACROPHAGE_45MIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5589_WT_VS_IL10_KO_LPS_AND_IL10_STIM_MACROPHAGE_45MIN_UP ACAT1 ADGB AGO4 AKIP1 AKR1B15 ALCAM ALDH2 ANAPC15 ANKRD28 APBB3 ARL2BP ATP8B4 BCL2L1 BHLHE40 C4orf46 C6orf62 CADM1 CAMP CC2D1B CCAR2 CCDC25 CCDC88B CCN1 CCNE2 CD300LF CD33 CD5L CDK14 CDK16 CDK2 CENPF CEP55 CERK CERT1 CGNL1 CIP2A CISD3 CITED2 CLEC4D CLN6 CMTM7 CNN2 COL1A2 CPD CPNE3 CPT1C CRLF3 CTDSPL DENND2C DENND5A DGKD DGKZ DMPK DOCK5 ECI2 EEIG2 ENTREP3 EPB41L2 ERLIN1 FAM177A1 FASN FCGR1A FCGR2A FMNL3 FNBP1 FRAT2 GALNT4 GAS2L3 GCLM GEN1 GGA2 GLIS3 GLMP GLO1 GMFG GNGT2 GPC4 GPR176 GSN GSTM4 HACD4 HDAC6 HSD17B7 HSDL1 HSPB6 INPP1 IQGAP2 IRAK2 ITGA6 ITGB1BP1 KANK2 KANSL1 KCNK7 KIF13B KIF23 KIF3A LANCL2 LPCAT2 LRCH2 LRP5 LRP8 LRRC45 LTF M1AP MACROD2 MADD MAGED1 MAGI3 MAN1C1 MAP3K5 MFSD13A MINDY2 MKNK2 MKRN2 MMD MOB2 MSMO1 MSRB2 MTPN MYH10 NAP1L2 NDRG1 NDUFA1 NDUFB7 NEU1 NEURL1B NF2 NFATC1 OAS3 PADI2 PAFAH1B3 PAPSS1 PCNT PDE1B PDGFC PDZK1IP1 PFKM PIGV PIK3CG PIR PLXNA2 PPP3CB PPT1 PRSS16 PTPN6 PTTG1 RAB34 RAB39A RCBTB2 RDX RIF1 RNF213 RNPEPL1 RNPS1 RPP21 RWDD2A S100A11 SASH1 SELENOW SERHL2 SERPINB6 SGSH SHCBP1 SLC16A10 SLC16A13 SLC16A7 SLC30A5 SLC9A5 SLC9A9 SNAP47 SPRY3 SQLE SSX2IP STAG1 SUOX TBR1 TEDC1 TERF2 TGFBR1 TIMM44 TKT TMEM184C TMEM65 TNS3 TPCN1 TRAM1 TRAPPC2L TUBB2B UGCG USP22 VPS16 WAS WASHC5 WWP2 XYLT2 YWHAH ZFP36L2 ZMAT5 ZNF771 ZNRF1 GSE5589_WT_VS_IL10_KO_LPS_AND_IL6_STIM_MACROPHAGE_45MIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5589_WT_VS_IL10_KO_LPS_AND_IL6_STIM_MACROPHAGE_45MIN_DN ABCD2 ABHD12 ABRA ACAA2 ACTR1B ADNP ADORA3 AGPAT4 AIMP1 ANGPTL4 ARHGEF10 ARHGEF33 ARHGEF38 ATP1A2 ATP6V0A4 ATP8A2 AXL BCL11B BEST2 BTF3 C11orf54 C17orf80 C1QTNF9 C4BPA CA12 CARM1 CBLN2 CHST6 CLDN8 CLEC10A COMMD7 COPS7A CPT1A CST11 DNM2 EEF2 EFCAB2 EGFL7 ELK1 EMX2OS EPCAM EPHX2 ERG EVA1C EXOC3L2 FAM118B FAM168A FAM83F FASLG FBXL19 FBXL4 FBXO43 FGF17 FKRP FOS FRMD3 FRMD5 GATAD2B GLDC GPCPD1 HADHA HEBP1 HECTD1 HINT3 HLF HOXA3 HPGDS IGF2BP3 IL16 IRAK4 ITGAL KANSL1 KCNAB3 KCNK12 KCNN1 KCNQ3 KIF1C KLF7 KLK5 KLRC1 KPNA3 KRTAP8-1 LFNG LIMS2 LMO4 LONRF2 LPCAT3 LRP5 LYRM2 MAPKAPK5 MBIP METTL13 MFAP3 MID2 MLC1 MLYCD MPLKIP MTERF4 MYOG MYOM3 N4BP1 NCK1 NEUROD1 NIPBL NKIRAS2 NOSTRIN NPY2R NSG2 OSBP2 OTX1 PCBP2 PCDH17 PCDHAC1 PCNX2 PDX1 PEG3 PIAS1 PID1 PITPNM2 PKDREJ PLPPR4 PLXDC2 POU5F2 PPP2R2B PRDX3 PRKCI PRORP PRR9 PRSS54 PTEN PTP4A2 PXT1 RALA RHBDL1 RITA1 RNF216 ROCK2 RPL27 RPL31 RPL36A RPL4 RPLP2 S100A14 S100A3 SASH3 SEMA3E SENP7 SHISA9 SIGLEC1 SKIL SLC16A7 SLC25A18 SLC28A3 SLC37A2 SLC5A2 SLC7A10 SLMAP SNRNP48 SNX27 SPTB SRPRA SSBP4 ST8SIA3 STAG2 STARD5 TAB3 TALDO1 TBC1D8 TBL1X TECTA TGFB1 THUMPD2 THUMPD3 TIE1 TMEM104 TMEM106C TMEM242 TMEM82 TNFRSF21 TNRC6A TOX4 TRAPPC12 TRAPPC9 TRIM32 TRIM62 TRIT1 TRMT1 TYW1 UBXN1 VAMP4 VPS26C WAS WBP2 WDR33 WDR47 WIPF2 XRCC4 ZFP57 ZHX1 ZNF541 GSE5589_WT_VS_IL10_KO_LPS_AND_IL6_STIM_MACROPHAGE_45MIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5589_WT_VS_IL10_KO_LPS_AND_IL6_STIM_MACROPHAGE_45MIN_UP AAK1 ADCY6 AK1 ALDOAP2 APBB3 ARHGDIG ARMCX1 ARPC5L ATP1B1 ATP6V0B ATP6V0C ATP6V1H AZIN2 BCL2L15 BNIP5 C4orf33 CACNA2D4 CCDC102A CCDC134 CCDC159 CD34 CD99L2 CDH15 CDR2L CECR2 CGREF1 CHCHD2 CHD4 CHDH CILP CLIP4 CNKSR1 COL16A1 CPT1C CRABP2 CRIP2 CRKL CTDP1 CYP46A1 DCTN1 DDX23 DHH DNAJB5 DPYSL3 DSP DSTN DUSP14 ECPAS EDA2R EDNRB EFHC1 EFNA4 EI24 EIF3C ENTPD3 ERCC6 F8A1 FABP2 FADS3 FAM110D FAM181A FAM217B FAM221B FAM25C FAM47E FASTK FBLN7 FEM1B FIBCD1 FNDC4 FOXS1 FXYD2 GFPT2 GFUS GHRHR GJB4 GNAO1 GPR153 GPR63 GPRIN3 GRIA2 GRIP1 H3C4 HCN2 HDHD5 HSPB1 ICAM5 IGFBP1 IL1R2 IL20RB IRX2 ITIH4 ITPRIPL1 IZUMO2 JTB KCNE2 KHDRBS3 KIF21A LAMA1 LGI2 LIN28A LRCH2 LRRC36 LRRCC1 LRRIQ4 MAGEA11 MAP6D1 MARS2 MDGA2 MFSD6 MIOS MORN2 MRM3 MUSTN1 MYO6 NAP1L2 NAT10 NBL1 NLRP6 NOX4 NSG1 OAZ1 OR51E1 P3H4 PDYN PLAC9 PLCE1 PLEK2 PLIN4 PNMA3 PNMA5 POU4F3 PPFIA2 PPP2R5E PRKAA2 PTCRA PTH2R RAP1GAP2 RASAL3 RCAN3 REM1 RPL37 RPL38 RPN1 RUSF1 S1PR4 SAMD7 SCRN2 SDC4 SEPTIN3 SHISA4 SIAH1 SIPA1L2 SLC25A3 SLC35G6 SLC36A2 SLITRK5 SNX17 SNX24 SNX3 SOX5 SPNS3 SPON1 SPTSSB SRL SS18L2 STK32A STK39 SUGP2 TAMALIN TBR1 THAP7 THRAP3 TMEM132D TMEM39A TMEM63A TNFRSF12A TNFSF8 TPH2 TPO TRAF1 TRIM15 TRIP4 TRIP6 TSPAN2 TTLL11 UBE2J1 UBE2QL1 UGT2B17 UNC45A USP7 VWA2 WFIKKN1 WNK1 WNT2B ZBTB10 ZHX3 ZNF287 ZNF341 GSE5589_WT_VS_IL10_KO_LPS_STIM_MACROPHAGE_180MIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5589_WT_VS_IL10_KO_LPS_STIM_MACROPHAGE_180MIN_DN ADGRG4 ADRA1D AGPAT2 ALLC ALOXE3 AMER2 ANKRD34A ARFGEF1 ARHGEF28 ARL6 ASPDH ATOH7 BCAT2 BLCAP CASP14 CBS CCDC50 CCR10 CDH23 CHCHD6 CHGA CLEC12A CLEC7A COPZ2 CST3 CTRB1 CTSG CXADR DDAH2 DHDH DMPK DSC2 DSCAM DUSP16 DYNC2I1 EEIG2 EMILIN1 EML2 EPAS1 EPHX1 EPX FAM124B FAM234A FAU FBLN5 FCRLA FLT3 FOLR2 GFI1 GLT8D2 GNA13 GNAT2 GPC1 GPRC5B GRHL1 GSX2 GUCY1A1 H1-2 H4C16 H6PD HDHD3 HEPACAM2 HGFAC HOXD3 HPCAL1 IFITM1 IGHM IGSF6 IL27 IRS2 ITGA4 ITM2C JCHAIN KAZALD1 KCNK2 KCTD19 KIRREL1 LIG1 LIX1L LONRF3 LRRC9 MAN1B1 MAPKAPK3 METRNL MIR676 MYBPC2 NDUFA11 NFATC4 NINJ1 NR3C1 NRP2 NTRK3 NXF2 OLFM1 OLFM2 OOSP1 OPTN PAFAH1B3 PARP3 PBX1 PCDHB17P PHF19 PLD4 PPP1R9A PREX1 PRG2 PRTN3 PSD3 PTPRD RARG RASL10B RNF144A RNF19B RNY3 RORA RORB RTKN2 RTN1 S100A11 SALL2 SCARB2 SELP SERPINB12 SETBP1 SHC4 SHH SLC1A3 SLC25A24 SLC34A1 SLIT2 SMOX SOCS2 SOX12 SOX13 SSBP3 STMN1 SUDS3 TDRD7 THBD THBS2 TIE1 TMEM176B TNFRSF13B TNFRSF14 TPM2 TRPV1 TUBA8 UBASH3B UBQLN3 VAV3 VIM WEE2 XIAP ZFP36L2 ZNRF2 GSE5589_WT_VS_IL10_KO_LPS_STIM_MACROPHAGE_180MIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5589_WT_VS_IL10_KO_LPS_STIM_MACROPHAGE_180MIN_UP ABCF1 ACTR1A ADGRE5 AEBP2 ALG5 ANAPC5 ANKRD33B AP4E1 APOM ARHGAP4 ARHGDIB ARL6IP4 ARMCX5 ATF7IP ATG5 BDH1 BTLA C9orf78 CALM1 CCL4 CCPG1 CCR7 CD53 CENPI CFAP20 CHAF1B CHKB CLCN7 COX8A CRTAM DBT DIMT1 DKC1 DNAJA2 DNAJA3 EEF1AKMT2 EIF1AX EIF2S1 ELMO1 EXTL2 F8A1 FAM174A FBXL3 FLVCR1 FOXRED1 FTSJ3 G3BP1 GIMAP4 GNRH1 GRAMD2B GSTA4 GTF2H1 GTPBP4 GZMB GZMM H2AZ1 HCST HDDC2 HERC4 HNRNPR IFIT3 IFNGR1 IFT57 IL7R INTS9 ISG20 ITGB6 ITM2A KCTD18 KEL KLHDC8B LAGE3 LARP1B LDLR LRRC14B LRRC3B LYST MAD1L1 MAPK11 MAT2A MED7 METTL8 MFN1 MIA3 MIR17HG MIR29A MPP7 MRPL1 MRPL3 MT1A MX1 N4BP2L2 NARS2 NEMF NMI NOP14 NUBP2 OLIG3 ORC1 PAWR PDAP1 PDCD10 PIGL PIP4K2A PLA2G12A PLK3 PMM2 POLG2 POLR1G PPM1J PRDX3 PSMA2 PSMA8 PTPN22 PVR RAD51C RHAG RNF128 RNF138 RNMT RPL10 RPL14 RPS6KB2 RWDD1 SH2D2A SLC20A1 SLC25A27 SLC25A33 SLC43A3 SMPD2 SNRNP70 SNRPC SS18 SSH2 SSU72 STAT1 TBK1 TK1 TLCD4 TLE1 TMEM161B TMEM186 TMEM81 TOM1 TOMM70 TRMT10A TRMT5 TRPC2 TTC28 UBE3D UBL7 UBR1 UTP14A VAV1 WDR12 WDR37 WDR45B XRCC5 XRN2 YTHDF3 ZBTB25 ZFP36 GSE5589_WT_VS_IL10_KO_LPS_STIM_MACROPHAGE_45MIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5589_WT_VS_IL10_KO_LPS_STIM_MACROPHAGE_45MIN_DN ABHD11 ADHFE1 ADPRH AK8 AKAP1 AKAP8L ALDH1B1 ALDH3B1 AMZ1 ANGPTL2 ARHGAP12 ARHGAP5 ARL6IP5 ASPA ATF1 ATL3 BAG3 BTBD1 C7orf25 CAB39L CAVIN1 CAVIN3 CCAR1 CCDC88A CCL25 CD300C CDK20 CDKN2AIP CELSR1 CEP68 CFAP418 CHMP1B CHMP7 CKAP4 CLDN11 CLOCK CMPK1 COLGALT1 COPS7B CSNK1A1 CSRNP2 CYTH2 DDX27 DENND4B DET1 DIP2C DOCK7 DPP8 EEF1A2 EMC4 EPB41L1 ERMP1 ESAM ESF1 FAM20B FAM43A FASLG FBXO33 G0S2 GABPA GALNT7 GDA GDF9 GLA GOLGA5 GOLGA7 GPR35 GRAMD4 GTPBP2 GZMA HADHB HDAC7 HMGA1 HSPA1A HSPA1B IFNAR2 IL3RA IL6ST IMPACT INPP5F ITPK1 KCNG1 KRI1 LARP4B LAT LGR4 LSM14B MALAT1 MAMLD1 MAP3K6 MAPK1 MATK MCOLN1 MFAP3L MFSD4B MICALL1 MIEF1 MMP19 MOCS2 MPC2 MREG MRI1 MTDH MYRF NAA30 NAE1 NATD1 NEDD9 NLK NLN NLRP10 NUDT19 NXF1 OIT3 P2RY1 PAXBP1 PBX1 PCYOX1L PDCD6 PER1 PEX11G PEX16 PGRMC1 PLCD1 PLEKHA5 PLEKHF1 PLPP1 POLR1F POLR3E PON3 PPIP5K1 PRDX3 PRG4 PRSS46P PSAT1 PTGFRN PTPRE RAI14 RALGAPB RASL11B REL RETSAT RNPC3 RPIA RPS15A RPS6KB1 SDC1 SENP6 SFT2D2 SH3TC1 SHISA2 SIAH1 SLC25A13 SLC25A51 SLC35B3 SLC37A4 SLC41A2 SLC48A1 SMAD5 SNHG12 SNX1 SNX33 SORT1 SPATA2 TACC2 TANC2 TBC1D2B TBRG1 TCIRG1 TEP1 TFPI2 TIAM1 TMEM158 TMEM33 TMEM39B TMEM69 TPCN2 TRIP12 TSPAN17 TSPAN3 TTC17 TTC33 UBA6 UBASH3B UBE2F UBQLN1 UFD1 USP19 UTP18 VOPP1 VSIG8 WDR74 WSB2 YPEL2 ZCCHC2 ZNF131 ZNF623 ZSWIM4 ZYG11B GSE5589_WT_VS_IL10_KO_LPS_STIM_MACROPHAGE_45MIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5589_WT_VS_IL10_KO_LPS_STIM_MACROPHAGE_45MIN_UP ABHD14B ACD ADI1 AFP ALS2CL ARPC2 ATL1 ATP8B4 AURKA BORCS7 BPHL BUB1B C15orf61 C8orf58 CAPZA1 CASP3 CC2D1B CCDC91 CCN1 CCND3 CCNG1 CD300LF CDCA2 CDK14 CENPE CENPH CENPO CENPQ CENPT CENPU CEP192 CEP295 CEP55 CEP85 CERS5 CHRAC1 CIP2A CNTRL COA3 COPZ2 CPT1C CYBB CYSLTR1 DHX35 DICER1 DIP2A DIPK2A DNAJC30 DPYSL2 DYNC2LI1 EBPL EDNRB EEFSEC EFCAB11 EI24 EIF5A2 ENTREP3 EPB41L3 ESPL1 EVI2B EYA1 FAM111A FAM234B FAM83H FCHO1 FGD2 FILIP1L FNIP2 G2E3 GEMIN2 GEN1 GPR176 GPR183 GTF2H2 H2AX HASPIN HAUS1 HK1 HNRNPA1 HSP90B1 HYLS1 IDI1 IL18 INTS13 IQCB1 IQGAP3 ITGAL JPT2 KANSL1L KATNB1 KIF16B KIF22 KNSTRN KREMEN1 LMNB1 LRIF1 LRRK2 LY6H MBLAC1 MCCC2 ME1 METAP1D MNAT1 MRPL48 MRPS33 NAT8L NDUFC2 NEDD8 NEK2 NELFA NF2 NFE2L2 NFKBIZ NFXL1 NIPAL3 NKIRAS2 NOA1 NPY NUDT21 OIP5 OSBPL1A OSCP1 P2RY12 PABIR2 PAPSS1 PCIF1 PDLIM2 PDZK1IP1 PFKM PHYKPL PIGQ PIMREG PIR POT1 PRC1 PRIM1 PRPS2 PRR11 PXK RAB27A RAB2A RAB31 RAB42 RAD51AP1 RAD51B RAP2A RBM3 RBM43 RCSD1 RDH11 RHOBTB1 RND2 RNF19A RP9 RRAGD RSPH9 S1PR1 SERPINE2 SGCB SGO1 SH3BP5L SHC4 SKA1 SKA2 SKA3 SLC12A2 SLC16A6 SLC38A10 SLIRP SMAD1 SMIM12 SORBS3 SPC24 SPC25 STIL SUCLG2 SVIP SYCE2 SYT11 TBC1D9 TERF1 TKT TMEM242 TMEM263 TMEM273 TNS1 TPX2 TRIP6 TTC38 TWF1 UBE2T UBN1 VAMP3 VRK1 WASF2 XKR5 YDJC ZC3H4 ZFAND4 ZNF764 GSE5589_WT_VS_IL6_KO_LPS_AND_IL10_STIM_MACROPHAGE_180MIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5589_WT_VS_IL6_KO_LPS_AND_IL10_STIM_MACROPHAGE_180MIN_DN ABCG8 ABITRAM ABO ABR ADGRG2 AGPS AMHR2 ANK1 APLP1 ATL3 AVL9 BCAP29 BHLHE41 BIN3 BMI1 BYSL CACNG8 CBFB CCDC32 CDC16 CELF2 CELF5 CEP104 CEP70 CEP72 CH25H CHML CLN6 CPM CPNE5 CSMD2 CTHRC1 DDX6 DEPDC5 DLAT DLEU7 EIF3A EIF3E EIF4B EIPR1 FAM184B FAT4 FBP2 FBXW2 FMOD FNBP1L FOXRED2 FSHB GALNT1 GGNBP2 GHITM GLCE GRM6 H6PD HADH HORMAD1 IFI16 ITGA1 KAT2A KCNG1 KCNMB1 KCTD13 KDM1A KDM5A KLHL24 KRTAP3-3 LHX6 LPIN3 LSG1 LTK MBNL1 MCM8 MIR148B MIR186 MIR342 MIR34A MNX1 MOSPD2 MYO1D N4BP2 NAA20 NFYA NKRF NTMT1 NUP54 PCDHB3 PCF11 PDE1C PHLPP1 PIAS4 PLEKHA5 POC5 POLR3B PPM1K PPTC7 PRRG3 PTGR3 PTPRH PVR PXDN PYGL QSER1 RAPGEF2 RCAN2 RELT RGP1 RIOK2 RLIM RNF220 RNF38 RPL28 RPL37A RUNX2 S1PR1 SAV1 SEC61A2 SESN3 SHQ1 SLC25A40 SLC30A4 SLC35G2 SNRK SPACA1 STEAP2 TAX1BP1 TGFB1 TIGD2 TIMD4 TMEM201 TMEM229A TMEM236 TMEM54 TMIGD1 TMPRSS11BNL TNPO3 TOX3 TRPC4 TRPV3 TRUB1 UBA6 UBAP2L UIMC1 UPF3B VASP WDR26 XCR1 XPR1 ZBTB41 ZFAND5 GSE5589_WT_VS_IL6_KO_LPS_AND_IL10_STIM_MACROPHAGE_180MIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5589_WT_VS_IL6_KO_LPS_AND_IL10_STIM_MACROPHAGE_180MIN_UP AK7 ANKRD36 B4GALT6 CACNA1B CCDC85A CCR3 CDHR1 CFAP53 CHRNA6 CHST7 CLIC5 CNMD CPSF1 CYTL1 DAZAP1 DPYSL3 ECHDC3 EME1 ENO4 ERCC6L ERP44 F2RL3 FABP9 FADS1 FERMT1 FHL5 FZD5 GABRB2 GJA5 GLIS1 GSX1 GTF2H4 GYS2 HACE1 HSF5 HTR1A HTR1B IGSF1 IL19 IL1R1 IL4 IRF2BP1 IRS2 KIFAP3 KLF8 LRRC4C LRRN4 LSM14B MAVS MIR541 MPDZ MUC16 MVP NBEA NEFM NPVF NTMT2 OSR2 PACRG PERP PHEX PLG PLPP3 PPIL1 PPRC1 PRAM1 PTEN RAB11B RALGDS RIT2 RNASEH2A RNF128 RSPO2 RSPO3 S100A5 SAP30L SHC4 SIN3B SLC10A2 SLC22A1 SLC35E3 SLC7A4 SMPDL3B SPRR1B STK31 SV2C TAS1R2 TBRG4 TDRD5 TFPT TICAM2 TMBIM1 TMEM158 TMEM254-AS1 TMEM72 TMEM98 TMTC2 TSHB TSHZ2 VRK3 ZFAND4 ZNRF1 GSE5589_WT_VS_IL6_KO_LPS_AND_IL10_STIM_MACROPHAGE_45MIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5589_WT_VS_IL6_KO_LPS_AND_IL10_STIM_MACROPHAGE_45MIN_DN ABCC5 ABCD2 ABCF2 ABHD17B ADRM1 AK1 AK3 AKAP8L ALDH1A2 ALG5 ANGPTL2 ANKRD34A ANKRD55 ANXA1 ANXA4 ARGLU1 ARHGAP10 ARHGAP5 ARHGEF12 ARIH1 ARL6IP5 ASAP2 ATF1 ATP11C ATP6V1H BAMBI BCL6 BCL7B BET1L BNIP3L BTC C7orf25 CAB39L CAPG CAVIN1 CCDC88A CDV3 CEBPG CECR2 CFAP418 CHMP1B CKAP4 CLCF1 CLCN5 CLIC4 CLYBL CNNM2 COLGALT1 CSF2RB CSNK1A1 CSRNP2 CYBA DAGLB DCSTAMP DET1 DLST DMTF1 DPEP3 DPP8 DUSP11 DUSP5 ECPAS EIF2B2 ESAM ESD F10 FEM1B FEM1C FHIP2B FIBP FOSL2 FTSJ3 G6PC3 GNAI3 GPX7 GRAMD4 GSK3B GSKIP GYPC GZMA HDAC7 HMG20B HMGA1 HSPA1A IAH1 IKBKG IL3RA IL7 INTS15 ITGB8 KIF5B KTN1 LARP4B LETM1 LMBRD1 LRRC28 LSM14B LTA4H LZTS2 MAMLD1 MAPK1 MATK MET MICALL1 MINDY3 MINK1 MMP9 MRI1 MRPL43 MXI1 MYORG MYRF NAE1 NCK1 NPRL3 NUDT19 NXF1 ODR4 OLFM1 P2RY1 PAFAH1B2 PDE4DIP PDIA4 PECAM1 PGRMC1 PIGL PIP5K1C PITX1 PLEKHA3 PLEKHF1 PLK2 PLPP3 PPA2 PPARG PPIL4 PRICKLE2 PRKAB2 PSAT1 PTGES2 PTGIS PTGR3 PTPN3 PTPRS RASAL1 RBMS1 RETSAT RGL1 RNMT RTKN S1PR4 SEPTIN9 SLC12A5 SLC25A25 SLC26A6 SLC35A1 SLC35B3 SLC37A4 SLC41A2 SLC48A1 SLC4A11 SMAD2 SMAD5 SOCS5 SOS2 SOST SPATA2 ST8SIA1 STAP1 STXBP6 TANC2 TBC1D2B TESK1 TFRC TGFBR3 TIMM10 TJP2 TMC6 TMEM158 TMEM181 TMEM230 TMEM33 TOMM70 TRIP12 TSPAN17 TTI2 TXNIP UBA6 UBE2F UTP18 VAMP4 XDH ZBTB21 ZC3H14 ZCCHC2 ZNF362 ZNF697 ZNF706 ZPR1 ZSWIM4 GSE5589_WT_VS_IL6_KO_LPS_AND_IL10_STIM_MACROPHAGE_45MIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5589_WT_VS_IL6_KO_LPS_AND_IL10_STIM_MACROPHAGE_45MIN_UP ABCC4 ABCD4 ADCY2 ANAPC5 ARL8B ATP2A3 AURKA BCL9L BPHL BRCA1 BRIP1 C8orf58 CALR CBX6 CCND3 CCP110 CDCA5 CDK14 CELA1 CENPH CENPI CENPO CENPP CENPQ CENPT CENPW CEP192 CFAP410 CHTF18 CIBAR1 CIP2A CITED2 CLTA COMMD9 COX7A2 CPSF1 CYFIP2 DBF4 DDB1 DDX47 DENND2C DFFA DIAPH3 DKK2 DNAJC7 DOCK10 DOCK5 DPY19L1 DSCC1 DYNC2LI1 EBPL EI24 ENTREP3 EPB41L3 ERI2 ERLIN1 ESCO2 ESPL1 FAAP20 FAM217B FAM72A FBXO10 FGD3 G2E3 GAPVD1 GAS2L3 GCAT GEN1 GLOD4 GPR176 H1-0 HASPIN HJURP HNRNPA3 IL18 IRAK1BP1 JPT2 KCNE3 KIF18A KIF18B KIF22 KNSTRN KNTC1 LAGE3 LMNB1 LRRC45 LRRK2 LTF MAGEE1 MCEE MFSD13A MGAT4A MIS18A MPND MRPL28 MSS51 MSTO1 MTMR11 NAT8L NCAPH NCBP2AS2 NDC80 NDUFA4 NEDD4L NF2 NKIRAS2 NME7 NPY NRM NUAK1 NUDT21 OLFM4 OSBPL1A P2RY12 PABIR2 PARK7 PARPBP PCIF1 PCNT PDLIM2 PDZK1IP1 PIMREG PKIB PKP4 PLD2 PLK4 PNPO POLE POR PPCDC PPM1F PRKACB PRKRA PTS PXK RAB3GAP1 RAB42 RAD51AP1 RAP2A RASGEF1B RDH11 REXO5 RFNG RHOA SART3 SCARB1 SELENOK SERPINB6 SERPINE2 SF3B1 SGCB SH3BP5L SLC2A8 SLC39A8 SLC43A3 SLC44A2 SMC1A SNAPC4 SORBS3 SPC24 SPC25 SPP1 STIL STK4 SUPT7L SUV39H1 SYCE2 TK1 TLE6 TLR2 TMEM101 TMEM141 TMEM273 TONSL TPX2 TRAPPC1 TRAPPC10 TRPV2 TSC22D4 TTK TUBA4A TUBGCP6 UAP1L1 UBE2T UBQLN2 UEVLD UGCG UPF2 UQCC5 VAMP3 VAV1 VBP1 VPS33A WBP11 WNK3 WWP2 ZC3H4 ZFAND2A ZKSCAN5 ZNF808 GSE5589_WT_VS_IL6_KO_LPS_AND_IL6_STIM_MACROPHAGE_45MIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5589_WT_VS_IL6_KO_LPS_AND_IL6_STIM_MACROPHAGE_45MIN_DN ABHD12 ABHD3 ACAA2 ACADS ADIPOR2 AFMID AGPAT3 ANGPTL3 ANGPTL4 AOC3 AQP1 ARFIP2 ARL6IP1 ASB4 ASPA AVPI1 B3GLCT BAHD1 BLTP3B C11orf54 C3orf14 C6orf141 CANT1 CAPZA3 CASP8 CAV1 CAVIN1 CCBE1 CCDC17 CCDC183 CCDC61 CCNT2 CD36 CD48 CDC14B CDH2 CDK17 CHAMP1 CHKB CLCN4 COL4A1 COL4A2 CPE CPOX CRIP2 CSPG4 CYP51A1 DCLK1 DCN DDX46 DOCK7 DUSP11 ECH1 EIF3A EIF3C ELK3 EML1 ENPP1 EREG ERI3 EVI5 F7 FABP7 FAM168B FBLN2 FGF7 FGFR1 FKTN FRK GEMIN5 GET1 GLIS3 GNAI3 GPD1L GPX8 GRB10 GRK2 GSTO1 H6PD HADHB HEBP1 HSPB6 HYCC1 IDH3G IFRD2 IGFBP6 ING4 IQGAP1 IQSEC1 ITGAV KCNQ1OT1 KIDINS220 LAMA3 LIMA1 LOX LPCAT3 LRPPRC LRRC39 MAN1C1 MAOA MAPK8IP3 MCEMP1 MGAT4B MGST2 MRC2 MROH1 MYO9A NCKAP1 NCOR2 NEDD4 NEDD9 NID1 NPC1 NR1H3 NUDT6 OAF OLFML3 OSMR P4HB PANK3 PCDH1 PCDH7 PCOLCE PCOLCE2 PCYT2 PDE1B PECR PHKA2 PHLDB2 PHPT1 PIP5KL1 PKP2 PLCXD2 PLEKHA5 PLIN2 PLPP1 PLXDC2 PPT2 PRICKLE2 PRPSAP1 PRRX2 PRXL2B PTGIS PWWP3B RAB29 RAPH1 REV3L RHOBTB3 RNF144B RUNX1T1 RUNX2 S100A1 SAMD4A SCARA3 SCD SEMA6D SEPTIN9 SERPINB6 SERPINE1 SHISA9 SLC15A1 SLC20A2 SLC25A51 SLC27A4 SLC37A2 SLC5A3 SLCO2B1 SMOX SNRNP200 SON SORT1 SPTLC2 STAB2 STARD5 SYK SYNE2 TALDO1 TBC1D2 TBC1D20 TEF TGFBRAP1 TM4SF1 TMEM135 TMEM26 TMEM41B TMEM45A TMEM65 TNFRSF21 TNRC6A TPRA1 TSPAN33 UBP1 UPF3B VASN VCAM1 WDR25 WWP1 XRN2 ZDHHC9 GSE5589_WT_VS_IL6_KO_LPS_AND_IL6_STIM_MACROPHAGE_45MIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5589_WT_VS_IL6_KO_LPS_AND_IL6_STIM_MACROPHAGE_45MIN_UP ADAMTS9 ADH1C ADH4 ADPRHL1 AFF1 ALAS2 ALDH1A3 ANGPTL1 ANKRD34A APC2 APP ARHGEF40 ARMC3 ATP2A3 ATP6V1F BBS1 BCL2A1 BCL6B BRINP3 C14orf180 C1QA C21orf58 C3orf70 C4orf47 CA11 CAMKK1 CAP2 CCR3 CD14 CD200R1L CD276 CD3E CD52 CD72 CDCA5 CEP104 CFAP91 CFI CHRNA3 CHRNA9 CHST7 CIB3 CLEC4D CLNK CPA6 CPD CRB1 CREB3L3 CSRP3 CST7 CUTC CX3CR1 CYP24A1 CYP3A7 DGKB DKK1 DOC2B DPP8 DPYS DYNC2I2 EDNRB EEIG1 ELL2 EOMES EPB41L4A ERO1B ESPN ETS1 EYA2 F12 FAM181B FAM229B FANCG FAT3 FBXL17 FBXW11 FCGR2B FGF19 FLOT2 FOLR2 FXYD2 GABRB1 GARIN4 GATM GINM1 GLIPR1 GP2 GPR68 GRM8 GSTO2 GUSB HAND2 HEXB IL21R INSIG2 INSM2 IRAG1 IRF2BPL ITGAX KCNJ9 KCNK1 KIT KRT15 LCA5L LRPAP1 LRRC46 LYPD8 LYSMD1 MAN1A1 MAP4K2 MARCKSL1 MATN4 MCUB MLXIPL MMP13 MYCN MYH10 NAPB NCF4 NFATC2 NMUR1 NRP1 NTN1 NUBP2 NWD1 PAPSS2 PCP4 PDE1C PF4 PGPEP1L PLK2 PODXL PRDX1 PRKCB PRKG1 PROCR PRSS50 PRUNE2 PTGIR PTPRCAP PTX4 PYGB RABGAP1L RAPSN RCAN1 RHD RHOH RMDN2 RNASEL RPS6KA3 RTN1 RTP3 RYR1 SBK1 SBSPON SCN1B SDK2 SEC22C SGMS2 SH2D3C SHFL SLAMF1 SLC18A1 SLC39A8 SOX1 SPEG SPN SPNS3 SPP1 SPRR3 SPRYD7 SPTB SRPK3 SSTR2 SSTR5 ST7 ST8SIA2 STARD3NL STK35 STMN4 SULT4A1 SVOP SYP SYT11 TAF3 TENT5C TFPI TMEM215 TMF1 TNK1 TRAK2 TRNP1 TXK UPK3A VOPP1 WBP11 WTAP ZNF169 ZNF521 GSE5589_WT_VS_IL6_KO_LPS_STIM_MACROPHAGE_180MIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5589_WT_VS_IL6_KO_LPS_STIM_MACROPHAGE_180MIN_DN ABCG5 ADAMTS14 ADAMTS15 ADGRA2 ADGRL3 AGO2 AMH ANKRD9 APBB1IP APBB2 AVL9 BTBD6 BYSL CACNG2 CADM2 CAPN15 CBARP CCBE1 CCDC158 CCL3 CCND1 CD160 CELF3 CEP70 CFAP45 CHD2 CPNE7 DEPDC5 DKC1 DKK2 DLEU7 DLX6 DNAJC17 DYTN EIF3E ELL3 ETV3 F2RL3 FAM216B FBXO27 FCAMR FMO5 FMOD FNBP1L FNTB FOXI2 GALNT15 GPR37L1 GYPC HCAR1 HOXC12 ICAM5 ICOS IGDCC3 IL31 IWS1 KALRN KCNJ6 KCNK4 KDM4B KDSR KLF17 KLHL24 KRTAP11-1 LAMP3 LPO LTB4R LTBP4 LTK LYZL4 MAP3K2 MAP4K4 MARCHF10 MIA MICAL3 MIR148B MMP20 MPP2 MRAS NAT8 NAV1 NINL NTMT2 PABPC1 PATL1 PCF11 PHF14 PIAS2 PKLR PLA2G4A PLPP2 POMGNT2 PRELID3A PRKAB2 PWWP2A RAB39A RCC2 RPL37A RPS4Y2 RYR3 SAA2 SELE SETBP1 SGSM1 SHD SHISA5 SLC23A2 SLC25A41 SLC35G2 SNRPD3 SPDYE4 SSX9P STAP1 SYNPO2 TCL1A THOC2 TIMD4 TJP3 TLK2 TMEM41A TMEM44 TPM3 TPO TRIM52 TRIM71 TRMT112 TSPAN1 TTC16 TTC5 TTLL13 TWF2 UBA6 USP26 UVRAG VASH2 VPS13A VSX2 VTN WBP2NL WFDC2 WNT7A ZBTB24 GSE5589_WT_VS_IL6_KO_LPS_STIM_MACROPHAGE_180MIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5589_WT_VS_IL6_KO_LPS_STIM_MACROPHAGE_180MIN_UP A4GALT ABHD10 ABHD13 ACTN3 ACVR1 ADAM5 ADPRH AFP AMD1 ANAPC2 ANTXR2 AP4S1 ARV1 BCS1L BLOC1S6 C4BPA CALHM6 CCT6B CD33 CD79A CD82 CDKL2 CES3 CFAP53 CHRNB4 CLCN1 CNGA2 COASY COQ6 CORO2B CPLX2 CREM CTNNBL1 CTSL CTU1 DEFB4A DGCR6 DPYSL3 DUSP4 E2F6 EARS2 EDF1 EME1 ENAM ENO2 ERCC6L FAM124B FAM76A FBXL6 FERMT1 FIBP GAS1 GEMIN8 GLO1 GMPR GPATCH1 GRB7 GSTA4 GTF2H3 HCCS HEMK1 HOXC13 HSF5 HSPB6 IL1F10 JOSD1 KLF8 KLHDC9 KLHL31 MAGEB18 MATN2 MC2R METTL4 MIR132 MIR302A MRGPRX1 MTFR1L MYD88 MYL10 MYL6B MYO1D NFKBIB NIPSNAP3B NMNAT1 NUDT16L1 NUDT4 NUDT9 ORMDL1 OSGEP PCDHB6 PGLS PKM PLBD2 PNPLA2 PPAN PPIL1 PPP1R3F RNU12 RPL9 RTKN2 SCNN1G SDHAF3 SEC61G SEMA3A SHC4 SLC1A2 SLC22A20P SLC22A9 SLC35A4 SLC35G1 SLC39A14 SLC6A13 SLC7A11 STARD10 TAS1R3 TBC1D10B TBC1D19 THAP2 TIMM22 TM6SF2 TMEM203 TMEM30A TMEM9 TRAPPC5 TRIB1 TSC1 TSPAN8 UBXN2A VAMP3 WDR45B WDR74 WFS1 WSB1 XYLT2 YTHDF1 ZFAND2A ZFAND3 ZPBP2 GSE5589_WT_VS_IL6_KO_LPS_STIM_MACROPHAGE_45MIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5589_WT_VS_IL6_KO_LPS_STIM_MACROPHAGE_45MIN_DN ABCC1 ACOT1 ACOT11 ACYP2 ADAM15 AHR ALKBH2 AMN1 ANXA11 ARFIP2 ARHGAP6 B3GALT6 B3GLCT BCL7B BLCAP BSG BTRC C2orf88 CA7 CCK CCL24 CCL4 CCND3 CCNQ CD163 CDC42SE2 CDCP1 CEP170B CFAP54 CLCA2 CLDND1 CNNM2 CNNM4 CPNE2 CRACDL CSF2RA CYB5R2 CYP1B1 DAB2IP DCSTAMP DNAJC27 DOCK2 DOK2 DOT1L DPYS E2F3 E2F8 FAAP24 FAM118A FAM86B2 FAM98C FBXO38 FGL2 FLYWCH2 FOXRED2 FXYD2 GCLM GEMIN5 GET3 GHDC GKN2 GLCCI1 GNA15 GOT1 GPALPP1 GPAT2 H1-10 HGSNAT HM13 IFFO2 IL18BP IL21R IL3RA INTS9 IQCB1 IRF4 ITGAX JUND KCNQ1 KCNS1 LDLRAP1 LEMD2 LGALS2 LIMK1 LONRF3 LPCAT1 LRBA LYZL4 MAFK MAP2K4 MARCHF1 MBD2 MCF2L MGMT MMP8 MMP9 MN1 MYADM MYO1B NAGPA NCDN NCS1 NFE2L2 NOL3 NT5M NUCB1 ORAI1 OSBPL1A OSM OXCT1 P3H1 P3H3 PATL2 PDGFA PDIA3 PENK PEX26 PFDN4 PLA2G7 PLAUR PLBD1 PMEPA1 POU6F2 PPARG PPP1R3C PSMB10 PSMG4 PTGS1 PTPN9 PTPRE RBM15B RETSAT RFX1 RGS14 RHBDF1 RHOJ RIPOR1 RNF126 RNF128 RNF14 RNF24 RNF32 RNF41 RPS6KA3 RPS6KC1 RSPO1 RTKN RTN4RL1 RUSC2 RYR1 SATB1 SAV1 SCO1 SDC2 SEL1L3 SF3A2 SH3PXD2B SIAH2 SIKE1 SLC12A4 SLC12A5 SLC1A3 SMAD7 SMDT1 SNAPC2 SOCS6 SOX9 SPINT1 SPINT2 SPNS2 SRPRA ST3GAL1 ST3GAL5 STXBP1 SUMO3 SYT11 TBXA2R TMEM178A TMEM217 TMEM222 TOM1L1 TRAF3 TRAF5 TRIP6 TSPAN13 TTC7B TTL UBE2E3 UBE2F UROC1 USPL1 VARS1 VWF WFS1 YIF1B YWHAE ZBED3 ZNF219 ZNF516 ZYX GSE5589_WT_VS_IL6_KO_LPS_STIM_MACROPHAGE_45MIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5589_WT_VS_IL6_KO_LPS_STIM_MACROPHAGE_45MIN_UP ACADS ACP1 ACP6 ADH1C ADI1 AHCTF1 ALG1 ANGEL2 ANGPTL3 ANGPTL8 ANKRD33 ANXA2 ASPA ATP6V1D ATP7A ATP8B3 ATRX AVPI1 B3GNT9 B3GNTL1 BCAP31 BLTP3B BRAF C16orf74 C1S C5orf22 CCDC102A CDT1 CHCHD2 CHMP7 CKAP5 CLASP2 CPSF7 CREB3L2 CREG2 CSTF2T DDR2 DGKZ DHRS3 DOCK7 DOP1B DYDC1 EDC3 EFEMP1 ELP3 EPAS1 EPB41L3 ERI2 ESCO1 ETNK2 FABP5 FAM107B FAM168B FASLG FBXO22 FTL GALNT15 GDE1 GDF15 GDPD1 GGA2 GNS GPATCH11 GPX1 GPX4 GRK5 GSTT2 GTF2H2 HEBP1 HECA HEY1 HMOX1 HSPA2 HSPA8 IBA57 ING4 IPO8 IST1 KCNQ1OT1 KDM2B KIAA2013 KIF14 KITLG KMT5A LDHA LRP1 LUC7L2 MAOA MCOLN1 MCRIP1 MCTP1 MDM2 MED30 MEX3A MYL9 MYO5A NADK NATD1 NDFIP1 NELFCD NGDN NLN NPAS4 OARD1 OAZ1 OPHN1 PALLD PANK2 PAXBP1 PCMTD2 PCOLCE2 PDE3B PDE7A PEX16 PIK3CA PLA2G6 POGZ POLG2 PRICKLE2 PRKCH PTEN QRICH1 RAB8B RAF1 REV3L RMND5A RPS15A RPUSD4 RTF2 SCARB2 SCN3B SCOC SH2D1B SHMT1 SIK3 SLC25A51 SLC37A2 SMC3 SMPD5 SNAP47 SNAPC5 SNX12 SNX29 SON SORD SPECC1 SPIC SPTLC2 SRD5A1 SRMS SRSF1 SRSF10 SSH2 ST8SIA4 STAG2 STIMATE STOM SUCLG2 SUZ12 SVBP SYNGR1 TASL TBC1D9 TCEAL9 TCF19 TGFBR2 TGFBR3 THBS3 TLK1 TMEM134 TMEM164 TMEM65 TP53I13 TPR TREML4 TRIM25 TXNIP UBA2 UBAP1 UBE2Q2 UBQLN2 ULK3 VAMP7 VCP VCPIP1 VPS26A WDFY4 WWP1 XPR1 YBX1 ZC2HC1A ZC3H8 ZFAND4 ZMIZ1 ZNF182 ZNF207 ZNF24 ZNF526 ZNF770 GSE5679_CTRL_VS_PPARG_LIGAND_ROSIGLITAZONE_AND_RARA_AGONIST_AM580_TREATED_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5679_CTRL_VS_PPARG_LIGAND_ROSIGLITAZONE_AND_RARA_AGONIST_AM580_TREATED_DC_DN ABCC3 ADAM8 ADCY8 ADK ADSS1 AGXT ALAD ANGPT2 ANKH ANXA1 ANXA2 ANXA5 AOC3 APOE ARG1 ARL8B ARPC5L ASPRV1 ATP6V0C ATP6V0E1 ATP6V1A ATP6V1D BAIAP2 BCL2L11 C15orf39 C3AR1 CA3 CAVIN3 CCN2 CD28 CD53 CD5L CD83 CDC20 CDK14 CDK18 CDKN1C CFTR CKB CKS2 CLEC4A CLU CNN2 CNOT7 COPRS COX7A2 CTPS1 CTSD CTTN CXCL14 CXCL2 CXCL6 CYP51A1 DCN DDAH2 DEGS1 DGKA DIO2 DNAAF10 DNM1 DNMT3A EFNB2 EMID1 EMP1 EPHX1 EVI2A FABP5 FCER1A FGFR1 FGGY FKBP10 FOSL2 FRMD6 FSTL3 GALC GAP43 GAS1 GAS6 GJA1 GLB1 GOLGA7 GPR162 GRB10 GSDME GSTM3 GSTM5 H1-2 HFE HGSNAT HSPB1 HTR2B HTRA1 IDO1 IGF1 IGFBP4 IL1R1 ITM2A ITSN1 JARID2 JUN LAT2 LGALS1 LGMN LPIN1 LSS LXN MAFB MAGED1 MAP6 METTL3 MFGE8 MFSD14A MMP12 MMP8 MMP9 MPP1 MRC1 MRPS31 MSMO1 MXD4 MYC NAT1 NCAM1 NEDD4 NFATC2 NOP2 NPY NR2F6 OLA1 ORM1 OST4 PAK3 PCLAF PDGFRA PDLIM1 PHF1 PPIC PPP2R1B PRDX4 PRNP PRR5 PSMD8 PTER PTGIS QRICH1 RAB34 RAB4A RAMAC RARRES2 RCAN1 RGS10 RNF13 RNH1 RPL23A RPS10 RSU1 S100A4 S100A6 S1PR1 SCGB1A1 SCOC SELENOK SERPINH1 SESN1 SFT2D1 SLC20A1 SLC25A4 SLC44A1 SLC46A1 SLC66A2 SLC6A8 SNX17 SPCS2 SPHK2 SPP1 SPRR2A SPSB1 SPTSSA SQLE SSR1 STMN1 SUCLG2 SYNGR1 TAC1 TAGLN TCEAL9 TMEM109 TMEM176A TMEM199 TOP2A TRAPPC12 TRIM47 TSEN15 TTC3 TYMS USP4 VCL WASHC2A WSB2 ZMYM4 GSE5679_CTRL_VS_PPARG_LIGAND_ROSIGLITAZONE_AND_RARA_AGONIST_AM580_TREATED_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5679_CTRL_VS_PPARG_LIGAND_ROSIGLITAZONE_AND_RARA_AGONIST_AM580_TREATED_DC_UP ABCC5 ACO2 ACSL1 ACSM3 ADGRE1 AFF1 AGTRAP AHR AOAH AQP9 ARFGEF1 ARG2 ARHGAP39 ARL5A ATP1A2 ATP2C1 AXL BLTP3A BMS1 BPNT2 BRD4 C3 CAPZB CARS1 CASK CASP2 CCDC152 CCNB1IP1 CD1D CD38 CD74 CEP350 CFDP1 CFLAR CH25H CLDN11 CLEC4E CLIC4 COPB2 CPT1A CPXM1 CRABP2 CUL2 CXCL10 CXCL3 CYBB DALRD3 DAXX DCK DDX10 DFFA DLX6 DRG1 DVL1 ELF5 ENTPD1 ETF1 F3 FAM83F FGF17 FPR1 FPR2 GALNT10 GARS1 GBP4 GBP7 GDF5 GJA10 GLA GNPTAB GPC1 HIF1A HLA-DMB HLA-DOB HLA-DQA1 HLA-DRA HLA-DRB1 HLA-E HNRNPD HOMER1 HOXA7 HSDL2 ICAM1 IFIH1 IFIT1B IFIT3 IKZF1 IL10RA IL5RA IL7 INHBA INPP5B IRF7 IRF8 IRGM ISG15 ITPR2 KAT2B KDM5B KIAA1522 KLF13 KLHL24 LCP2 LDHA LMO4 LPP LY6E LY75 MAGEB4 MLEC MT2A MTF1 MUSK MX2 MYO10 N4BP1 NAA30 NAMPT NFKBIE NMT2 NOTCH1 NPY5R NUP62 NUPR1 PEX11A PGAP4 PHKG2 PI4KA PIGA PITX2 PKP4 PLPP1 PLPP3 POLR1B PPA1 PRDX1 PSMB8 RAB5C RARA RBP2 REN RFC5 RGCC RGS14 RNF19B RO60 ROCK2 RRM2 RSAD2 RWDD1 S100A8 SDC3 SEC23B SEMA4A SEPHS2 SERPINB9 SGPL1 SIN3A SLC18A3 SLC19A1 SLC22A2 SLC4A1AP SLC8A1 SLFN12L SNHG6 SNX10 SNX6 SOD2 SPATA6 SPIC SPINK1 STAT3 STS STX2 STXBP1 SUSD6 TAP1 TBPL1 TCF20 TENM1 TPO TRAPPC14 TRIB3 TRIM21 TRPC6 TSPO UBD USO1 USP18 UTP20 UTRN VAC14 VNN2 WAC ZBTB7A ZC3H12C ZFHX3 ZFP57 ZNF281 ZNFX1 GSE5679_CTRL_VS_PPARG_LIGAND_ROSIGLITAZONE_TREATED_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5679_CTRL_VS_PPARG_LIGAND_ROSIGLITAZONE_TREATED_DC_DN ACSBG1 ADGRE5 AGRN AHNAK AKAP8 AKAP8L AKTIP ANKRD16 ANKRD6 APBB1 ARHGAP5 ARHGEF12 ARID4A ARIH2 ATG4C ATP6V0D2 ATRX B4GALNT4 BACH1 BSDC1 C3orf70 C3orf80 CACNA2D2 CAMK2N1 CAPN15 CARNS1 CATSPERD CCDC62 CCNL2 CD151 CDKN1B CFAP141 CHDH CHMP5 CISD2 CLCN2 CLCN4 CPEB2 CREBZF CRKL CXCR4 CYB561D1 DCUN1D4 DDX5 DERL1 DGAT1 DNAJA4 DUSP1 EIF4G3 ELAC1 ETS1 FAAH FAM193B FBXW11 FCSK FHIP2B FLCN FPGT FRMD6 GCLC GGNBP2 GLUL GPR155 GTF2IRD1 H2AC18 HABP4 HACE1 HDAC9 HERPUD2 HLA-B HNRNPK IFFO2 IKZF4 INPP4B INPP5F IP6K1 ITGB5 ITGB8 ITM2B KIAA0232 KLF6 KLF9 KRAS L1CAM LATS2 LCLAT1 LDLRAD4 LEPROT LTBP3 MAN2A2 MARVELD1 MATK MATN2 MCMBP MCOLN1 METTL7A MIB2 MICU3 MIR22HG MNT MPRIP MSRB3 MSS51 MTMR11 NBEAL2 NEIL1 NIBAN1 NISCH NR3C2 NTN4 OAZ2 OSBPL9 OTUD4 OTULINL PANK1 PATL2 PAXBP1 PCYT1B PDE4DIP PEAR1 PHLPP1 PIGL PIK3R1 PINK1 PIP4K2B PLAGL1 PLCB4 PLCL1 PNCK PNRC1 PREB PRKAG2 PRKCA PRPF39 PRR14 PTGER2 PTPN13 PTTG1 PYROXD1 RABGAP1L RAI1 RASA2 RASGEF1A REXO5 RFX3 RGS2 RHEBL1 RIIAD1 RNASE4 RNF146 ROCK1 RORA RYR3 S100A4 SCAF8 SH2B1 SH3BGRL SH3BGRL2 SLC17A5 SLC20A1 SLC35D1 SLC43A2 SNX13 STAT5B STK24 STX16 STX1A SUCO TCN2 TCTA TERT TIAM1 TMEM181 TMEM191C TMEM35B TNFAIP3 TNRC6B TPP2 TRIM11 TRIM2 TRIP6 TRMT13 TUBB2A UBP1 UPF3B USP11 VPS54 VSIG10 WASL WDR91 XDH YPEL2 ZBTB2 ZC3H7A ZC3H7B ZC3HAV1 ZFP36L1 ZNF274 ZNF571 ZNF862 GSE5679_CTRL_VS_PPARG_LIGAND_ROSIGLITAZONE_TREATED_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5679_CTRL_VS_PPARG_LIGAND_ROSIGLITAZONE_TREATED_DC_UP ACP1 AHSA1 ALAD ANP32E APMAP APOO ARHGAP11A ASF1B ASPM BCL2L1 BRCA1 BUB1 C12orf4 C1QBP C7orf50 CA12 CBY1 CCL4 CCNA2 CCNB2 CCT5 CDC20 CDC45 CDC7 CDCA3 CENPH CHCHD4 CHD7 CLSPN CMC2 CMSS1 CNDP2 CNIH1 CTNNBL1 CTPS1 DDIAS DDX39A DEPDC1B DKC1 DLGAP5 DNA2 DPAGT1 DSCC1 E2F6 ECT2 EIF2B1 EIF3L EMC10 EXOSC9 FANCM FARSB FBXO5 FFAR2 GALNS GAR1 GARS1 GAS2L3 GCSH GMPPB GNL3 GPATCH4 GTF3A GUSB H2AX HIKESHI HIRIP3 HK2 HMBS HPRT1 HROB IPO13 IPO5 IQGAP3 IRF1 KARS1 KIF18B KIF23 KIF2C KNL1 KPNA2 LAP3 LIG1 LMNB2 LRP11 LRRC40 LRRC59 LSM3 LYAR MARS1 MCM3 MCM5 MIPEP MKI67 MNS1 MRE11 MRPL27 MRPL3 MRPL46 MRPS14 MRTO4 MS4A1 MTHFD2 NAF1 NCAPD2 NCAPH NDUFB8 NELFE NIF3L1 NIFK NKG7 NME1 NOC4L NSL1 NUBPL NUCKS1 NUDT2 NUDT5 NUP188 NUP62 NUSAP1 OBI1 OLA1 PAICS PASK PCLAF PDIA6 PDK3 PHF19 PIF1 PIM2 PIMREG PLAC8 PLEK PMF1 POLE2 POLR2M PPA1 PPIL3 PREP PRIM1 PSAT1 PSMB10 PSMB5 PSMC3IP PSRC1 PUS7L QTRT1 RAD51 RAD54B RAN RARS2 RBM14 RCL1 RECQL4 RFC4 RFC5 RIPK3 RPA3 RPL10 RUVBL1 SDHC SEPHS1 SEPTIN11 SGO2 SGSM3 SHCBP1 SHMT2 SKA1 SLC16A1 SLC43A3 SNRPA SNRPB2 ST3GAL6 STARD4 STIL STMN1 STOML2 TACC3 TAPBPL TBC1D7 TBRG4 TCP1 TEDC1 TIMM23 TM2D2 TMEM147 TMIE TRIP13 TSR1 TTC7A TUBB TUBE1 TYMS TYW3 UCHL3 UCHL5 UMPS UTP6 YBX1 ZNHIT1 GSE5679_CTRL_VS_RARA_AGONIST_AM580_TREATED_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5679_CTRL_VS_RARA_AGONIST_AM580_TREATED_DC_DN ACSBG1 AHNAK AIRN ANKLE2 ANKRD16 ANKRD6 APBB1 ARHGAP45 ARID4A ARIH2 ARMCX2 ATP6V0D2 ATRX B4GALNT4 BACH1 BICRAL BSDC1 CAMK2N1 CAPN15 CARNS1 CATSPERD CCDC82 CCNDBP1 CCNL2 CEP68 CHDH CHMP1B CIR1 CISD2 CIZ1 CLCF1 CLCN2 COL27A1 CREB3L2 CREBZF CRLF3 CSNK1E DCAF6 DDB2 DGAT1 DIP2A DNAJA4 DNAJC12 DUSP1 ELAC1 EML5 ERGIC2 ETS1 FAAH FAM193B FAM53B FBXO22 FCSK FHIP1A FHIP2B FLCN FOXO4 FPGT FRMD6 GCLC GIMAP8 GM2A GPR137B GPR155 GRAMD1A H3-5 HABP4 HERPUD2 HLA-B ICE1 IKZF2 INPP4B INPP5F IPMK IQGAP1 ITGA2B ITGB8 KANSL1L KDM3B KHNYN KIAA0232 KLF7 KRAS L1CAM LATS2 LCLAT1 LEMD2 LETM2 MALT1 MAN2A2 MAN2C1 MAP3K3 MARVELD1 MATK MATN2 MICU3 MIR22HG MKRN1 MNT MTMR11 MTURN MTX3 MYO1F NEIL1 NIBAN1 NR3C2 NTN4 OAZ2 OSBPL9 OTUD1 PANK1 PAXBP1 PCYT1B PDE4DIP PEAR1 PHLPP1 PHYHD1 PIGH PIGP PIK3R1 PINK1 PIP4K2B PITPNM1 PJA1 PLAGL1 PLCB4 PLCL1 PLD2 POLG PPOX PRKAG2 PRPF39 PRSS41 PSTPIP2 PTGER2 PTPN13 PTTG1 PTTG1IP PYROXD1 RAB3GAP1 RAB6B RASGEF1A REXO5 RFX3 RGL2 RHEBL1 RIC8A RNASE4 RNASET2 RORA SBSN SCAPER SH2B1 SH3BGRL SH3BGRL2 SHOC2 SKIL SLC17A5 SLC20A2 SLC25A24 SLC35D1 SMIM14 SNX13 STAT5B STX16 STX1A SYTL2 TAX1BP3 TCTA TERT TIAM1 TJP2 TMC4 TMC6 TMEM181 TMEM191C TMOD1 TNFAIP1 TNFAIP3 TRIM11 TRIM2 TRIP6 TTL TTYH2 TUBB2A TUT4 TXNRD3 UNC45A VAMP3 VSIG10 WASL WDR38 YPEL3 ZBTB2 ZBTB20 ZFP62 ZNF274 ZNF786 ZNF827 ZNF862 GSE5679_CTRL_VS_RARA_AGONIST_AM580_TREATED_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5679_CTRL_VS_RARA_AGONIST_AM580_TREATED_DC_UP ADAT2 ADAT3 AGPAT5 AHSA1 ANP32E AP1S3 APMAP APOO ARHGAP11A ARHGAP19 ASF1B ASH2L ASPM BCL2L1 BEND3 BOLA3 BRCA1 C12orf4 C1QBP C2orf81 C7orf50 CAD CBY1 CCNA2 CCNB2 CCND2 CCT5 CDC20 CDC45 CDCA3 CDK4 CENPL CENPW CHCHD1 CHCHD4 CHD7 CMC2 CMSS1 CNDP2 CSNK2B CTNNBL1 CTPS1 DDX39A DEPDC1B DHFR DKC1 DNA2 DNAJC24 DTYMK ECT2 EIF2B1 EIF3L FANCA FBXO5 FFAR2 GALNS GAR1 GAS2L3 GCSH GINS2 GMPPB GNL3 GPATCH4 GSTZ1 GTF3A H2AX HIRIP3 HK2 HMBS HROB HS3ST1 IQGAP3 JPT2 KIF18B KIF23 KIF2C KMT5A KNL1 KPNA2 LANCL2 LMNB2 LRRC59 LSM3 MARS1 MCM3 MCM5 MIPEP MKI67 MNAT1 MRPL27 MRPL3 MRPL42 MRTO4 MS4A1 MTFR2 MTHFD2 MYBBP1A NAF1 NCAPD2 NCAPH NEIL3 NHP2 NIFK NKG7 NME1 NOC4L NOP56 NOXRED1 NPHP1 NSL1 NUBPL NUP43 NUP62 NUSAP1 NXPH3 OLA1 PARVG PASK PDK3 PIM2 PIMREG PLAC8 PLEK PMF1 POLE2 POLR2M POLR3K PREP PRIM1 PRKCSH PRR11 PSMB10 PSMC3IP PSRC1 PUM3 PYCARD RAB35 RAD51 RAD54B RAN RARS2 RBBP8 RBM14 RCL1 RECQL4 RFC4 RFC5 RIPK3 RPA3 RRP12 RRP8 RUVBL1 SCD SEPTIN11 SERPINB1 SF3A3 SGO2 SGSM3 SHCBP1 SHMT1 SHMT2 SKA1 SKA2 SLBP SLC39A11 SLC39A14 SLC43A3 SNRPA SNRPB2 SNX15 SPCS1 SPCS3 SRBD1 SRL ST3GAL6 STAP1 STARD4 STIL TBC1D7 TBRG4 TCP1 TEDC1 TM2D2 TMIE TPST1 TRIP13 TSR1 TSSK3 TTC7B TUBB TUBE1 TUBG1 TXN2 TYMS UTP14A VAC14 WARS1 WDR43 ZMYND19 ZNHIT1 GSE5679_PPARG_LIGAND_ROSIGLITAZONE_VS_RARA_AGONIST_AM580_TREATED_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5679_PPARG_LIGAND_ROSIGLITAZONE_VS_RARA_AGONIST_AM580_TREATED_DC_DN ABCB1 ACAP1 ACP5 ACSS1 ADIPOQ AKT3 ALOX12B AQR ARHGAP4 ARHGEF1 ARHGEF18 ARID1A ARID5A ARMC7 ASB17 ASPHD2 BCL3 BMP2K C17orf97 C19orf38 C1orf185 C5orf34 CABCOCO1 CALCRL CAPS2 CCDC87 CCM2 CCS CD300LB CD96 CLCF1 CLINT1 CMPK2 CRLF3 CTSA DAXX DCAF7 DCTN6 DEDD2 DGKA DOCK10 DOP1B DYRK2 EEIG1 EIF4E3 ELF1 EMB ETV3 EVI2B EYA2 F12 F2RL1 FAM3C FGD3 FHIP2A FLOT1 FMO5 GAB3 GABRR2 GATA1 GBP7 GMFG GPCPD1 GPNMB GPR132 GPR137B GRK4 HOXA5 HS3ST3B1 HSH2D HUWE1 HVCN1 ICAM2 ID3 IFIT1 IL4R IL7R INPP5B IRAK3 IRF7 IRF9 IRGM ITGA4 ITGA6 ITGA7 KBTBD11 KLF2 KLHDC1 L1TD1 LEAP2 LFNG LRTM1 MAST1 MBTD1 MCOLN3 MEX3B MGRN1 MGST2 MOB3B MYH9 MYL12B MYOC NADK2 NCK1 NCKAP5L NDNF NDOR1 NDRG3 NOTCH4 NXPE3 OSM OTULINL PDCD2 PELI1 PGLYRP2 PGS1 PIK3CD PIK3R1 PIK3R5 PITPNC1 PLEKHN1 PLTP PMM2 PNPLA7 POSTN PRKACB PSTK PTPRE RAMP3 RAPGEF4 RASA3 RASGRP1 RBM4B RFLNB RGS14 RIGI RIN2 RNASEL RNF167 RNF19A RNF213 RPL17 RREB1 RSRP1 RTP4 RYR1 S100A10 S1PR1 S1PR4 SAMD9L SATB1 SCML4 SDCBP2 SEPTIN4 SGK1 SGMS1 SHARPIN SHD SKAP2 SLAMF6 SLC12A6 SLC25A23 SLC27A5 SLC30A1 SLC35C1 SLC44A2 SLC45A4 SLC4A7 SMAD4 SNX14 SPACA9 STK10 SULF2 SUPT20H TBC1D10C TBC1D30 TECPR1 THADA TMEM241 TMEM71 TNFSF10 TNK2 TOR4A TP53TG5 TPP2 TPR TRIM36 TTLL7 TXNIP UBASH3B USP18 USP38 UTRN WFIKKN2 XAF1 ZNF3 ZNF646 ZNF652 ZNFX1 ZSCAN26 GSE5679_PPARG_LIGAND_ROSIGLITAZONE_VS_RARA_AGONIST_AM580_TREATED_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5679_PPARG_LIGAND_ROSIGLITAZONE_VS_RARA_AGONIST_AM580_TREATED_DC_UP ABHD14A ACYP2 ADTRP AK7 ALAD ALDOC ANKRD37 ANXA4 ARFGEF3 ARL2 ATL2 ATP5MC3 ATP5MF BHLHE40 BRME1 BRMS1L C11orf24 C19orf47 CA11 CACNA1S CAMK2N2 CCDC34 CCHCR1 CCP110 CD248 CD68 CDC42EP4 CDIN1 CDR2L CEBPA CENPB CENPN CHCHD10 CHCHD6 CHML CISD1 CISD3 CLTB CMC2 CNTLN COA3 COBLL1 COQ3 CORO1C COX6B2 COX7A2 CTC1 CUEDC2 CYB561 DHDDS DLL3 DNAJC15 EEPD1 ENDOD1 ERI2 ETHE1 EZH2 FAF1 FAM162A FOCAD FOXK2 FOXRED2 FZD4 GALK1 GALR2 GINS3 GMDS GTF2H5 GTF2IRD1 HDHD3 HIVEP3 HK2 HMGB3 HMGN3 HNRNPA3 HSPB6 IMMP2L IMPA2 INSIG1 IRAK1BP1 ITGB1 ITGB6 ITSN1 JPT1 KLF7 KRT36 LIG1 LMNB2 LRBA LRRC75A LURAP1 MAGED1 MAPK1 MAPKAPK2 MARCKSL1 MED9 MIF MIF4GD MOGAT2 MPV17L2 MRPL14 MRPL51 MRPL54 MTHFD2 MYBL1 MYO1B MZT2B NAA38 NDUFAF7 NDUFB2 NRGN NSMCE2 NUCB2 NUDT5 NUP133 NXT1 P2RY1 PAFAH1B3 PDCD1LG2 PDE6A PDE6D PDXP PECR PELP1 PGAM1 PGK1 PHB1 PHLDB1 PKM PLA2G4C PLPP1 POLDIP2 PPFIBP1 PPP1R11 PRKRIP1 PSMA7 PSMG4 PTGIR PXMP2 RBBP7 RBM15B RBMX RNF157 ROCK2 SAMD14 SCRN3 SDR39U1 SEMA4C SENP1 SEPTIN8 SF3B5 SFMBT1 SLC25A39 SLC9A5 SMDT1 SNF8 SNRNP25 SNX3 SPATA24 SPEF1 SPTSSA SRD5A1 ST6GALNAC6 STARD3NL SUMO3 SUPT3H TAF11 TBCB TBL2 TFRC TG THAP7 TMEM107 TMEM147 TMEM237 TMEM256 TMEM41B TPD52 TPI1 TRAK1 TRAPPC2B TSN TUBA8 TUBE1 TXN UBE2QL1 UBXN11 UCK2 UGDH UQCC2 UQCR10 UQCRQ VAMP5 VASH1 VAT1L VWA7 WDR83OS YES1 ZNF414 ZNHIT1 GSE5679_PPARG_LIGAND_ROSIGLITAZONE_VS_ROSIGLITAZONE_AND_RARA_AGONIST_AM580_TREATED_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5679_PPARG_LIGAND_ROSIGLITAZONE_VS_ROSIGLITAZONE_AND_RARA_AGONIST_AM580_TREATED_DC_DN ABCB11 ACOXL ACSBG1 ADCY6 ADD1 ADGRG3 AIRN AKT3 ALDH2 ALPK3 ANKRD44 APBB1IP AQP9 AQR ARHGAP15 ARHGAP17 ARHGAP9 ARHGEF1 ARHGEF33 ARMC10 ATG4C ATXN7L3 BCAT2 BMP5 BOLL BRD9 BRME1 C19orf38 C8orf58 CA2 CAMK2A CAMTA1 CCDC82 CCR9 CD5 CD6 CD86 CD96 CFAP251 CHTOP CISH CLDN10 CLIC5 COL11A2 CPM CPSF6 CRY1 CUEDC2 CYP2D6 CZIB DCTN6 DDX19B DENND4A DGKA DGLUCY DMBT1 DNASE1 DNTT DRC1 DRC3 DYRK2 ECM1 ENGASE EPB41L1 ERAL1 ETV3 EYA2 F2RL1 FAM98C FCGRT FOXC2 FRMD6 FRMD8 GALNT10 GCOM1 GFOD2 GGT1 GLT8D2 GPS2 GUCD1 GUCY1A1 H1-2 HEATR5A HID1 HOXA1 IL2RA IL4R ILDR1 IMP3 IMPDH1 IRAG1 ITGA6 KAZALD1 KCTD12 KLHL41 KLRD1 LFNG LRRC75B LYRM7 MAGEF1 MFSD3 MMP11 MTG1 MYOM1 NCF1 NFE2L3 NMNAT2 NOD1 NOTCH4 NYAP1 OAS2 ORAI2 OTULINL PATZ1 PDE1B PEMT PHYHD1 PIK3R1 PLAT POGZ POLR3B POLR3E PPM1B PPP1R32 PRG4 PTGIR PYROXD2 QPRT QTRT1 RANBP6 RASA3 RASGRF2 RASGRP1 RCBTB2 RCN3 RESF1 REV1 RFFL RHOBTB2 RIPOR1 RNF187 RNPC3 RPAIN RPRD1A RPS6KA1 RSRP1 SBK1 SELENON SETX SEZ6L2 SFN SGMS1 SHE SIAH1 SLC17A9 SLC22A2 SLC25A27 SLC35C1 SMUG1 SNHG7 SPEF2 SRSF12 SRSF2 STX1A TACC2 TAF3 TAFA3 TANC2 TBC1D16 TCFL5 TDGF1 TEC TECPR1 TMEFF1 TMEM41A TMEM59 TMEM64 TMEM68 TMEM71 TPPP TRAF4 TRDMT1 TRUB1 TSHZ1 TTYH3 TXNRD3 UBQLN4 UBXN11 UHMK1 UNC5CL USP24 USP36 USP48 UST VIPR1 ZNF274 ZNF3 ZNF397 ZNF629 ZNF764 GSE5679_PPARG_LIGAND_ROSIGLITAZONE_VS_ROSIGLITAZONE_AND_RARA_AGONIST_AM580_TREATED_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5679_PPARG_LIGAND_ROSIGLITAZONE_VS_ROSIGLITAZONE_AND_RARA_AGONIST_AM580_TREATED_DC_UP ABCB1 ACOT7 ACYP2 ADAP1 ALDOC ANXA4 ARHGAP21 ARHGAP31 ARPC3 ASAP1 ATF6 ATP6V1H BATF BBLN BCL6 C3orf14 CALHM2 CARD14 CARHSP1 CASKIN2 CASP1 CASP4 CBX6 CCDC28B CCR4 CD160 CD200 CD22 CD2BP2 CD38 CD83 CDK6 CEBPZOS CHSY1 COLCA1 COPE COX17 CSK CYB561 DCXR DDT DESI1 DNAJB11 DNAJC1 DNAJC24 DYNLRB1 EBI3 EFHD2 EGR1 EHD3 EI24 ENDOD1 EVI2A FAM156A FAM162A FAM216A FAM241B FCRL1 FKBP1A FYN GADD45B GLA GLOD4 GNA14 GNG10 GNG2 GNG3 GPT2 GRAMD1B GRHL1 GSKIP H1-0 HES1 HIGD1C HIKESHI HIVEP2 HMCES HMOX1 ICAM4 IDE IKZF2 IL12RB1 IL21 IPMK IRAG2 ITGB1 KCTD17 KCTD9 KPTN KSR1 LAMP2 LBH LCLAT1 LIG1 LIME1 LONRF1 LUZP1 MAGED1 MAN2B2 MAPKAP1 MAPRE2 MARCKSL1 MGAT5 MPP1 MPP2 MPZL3 MRPS6 MTHFD2 MYDGF MYO1C NABP2 NFATC1 NPAS2 NRP1 OAS1 OSTC OVOL1 PANK1 PBX3 PDCD1LG2 PDE6D PDIA3 PDLIM7 PGAM1 PGK1 PHACTR2 PHF6 PKP4 PLCL1 PLEKHO2 PLXNC1 POGLUT3 POU2AF1 POU2F3 PPFIBP1 PPP2R5C PRPS2 PRR13 PSMD7 PTGER2 PTPN11 PTPN3 RAB19 RABEPK RAPH1 RNF157 RNH1 RRP7A S100A11 SAR1B SCRN3 SEPTIN9 SH2D1A SH3GL3 SH3RF1 SLA SLAMF6 SLC11A2 SLC22A15 SLC25A13 SLC25A19 SLC41A1 SLC5A3 SMTN SNRNP25 SOX30 SPCS3 SRGN SSR4 ST3GAL1 STX11 SYNGR2 TBC1D4 TFRC TMEM101 TMEM167A TMEM86A TNC TNFAIP8 TNFSF11 TNFSF8 TOMM40L TOR2A TRIM35 TXNDC17 UAP1L1 UBE2I UBE2M UBE2V1 UCP2 UFC1 UNC119 VAMP5 VMP1 VRK1 YBX3 ZDHHC2 ZMAT5 ZNF821 ZNHIT1 GSE5679_RARA_AGONIST_AM580_VS_AM580_AND_ROSIGLITAZONE_TREATED_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5679_RARA_AGONIST_AM580_VS_AM580_AND_ROSIGLITAZONE_TREATED_DC_DN ACP5 ACSBG1 ADAM8 ADCY6 ADD1 ADGRE5 ADGRG3 ADPGK AKT3 ANXA1 AOPEP APBB1IP ARHGAP9 ARHGEF1 ARHGEF18 ARMC10 ARMC7 ARV1 ASS1 ATP1B3 ATP8B4 B4GALNT1 BEND6 BST2 C21orf91 CABCOCO1 CACNB3 CAPG CCR2 CD226 CD5 CD96 CFLAR CISH CORO2A CPM CRY1 DCTN6 DDX19B DENND5A DGLUCY DIPK1A DOCK10 DPH5 DUSP22 DYRK2 EEIG2 ENTPD1 FAM53B FAM78A FCGRT FLOT1 FLT3LG FOSL2 FRMD6 FXYD7 GALNT10 GBA2 GCOM1 GGT1 GOLM1 GPR34 GRAP GZMB HAAO HBEGF HID1 HOPX HVCN1 IFIT1 IFITM2 IFITM3 IFNAR1 IGFBP4 IKZF4 IL18 IL2RA IL7R IMP3 IRAK3 IRF4 ITGA4 ITGA6 ITGB3 ITGB7 IZUMO4 KIF1B KLF2 KLRD1 KLRK1 L1CAM LAIR1 LBP LFNG LMNA LRP4 LRRC75B LRRC8A MAPKAPK3 MATN2 MED7 MRPS5 MTSS1 MX2 MYO1G NCF1 NDOR1 NDRG1 NEB NHSL2 NKG7 NOD1 NUPR1 ORAI2 OSM OTUD5 PDE8A PDLIM4 PEX11G PGLYRP2 PHYHD1 PIK3R1 PIK3R5 PITPNC1 PLA2G10 PLAC8 PPM1J PPP1R18 PRDX6 QPCT QTRT1 RAE1 RAP1GAP2 RAPGEF6 RASA3 RASGRP2 RBM38 RCBTB2 RCN3 RELL2 RGS14 RHOBTB2 RIOX2 RPL4 RRAD RRAS2 RXYLT1 S1PR1 S1PR4 SBK1 SERPINI1 SFN SFR1 SGMS1 SH3BP1 SHARPIN SHD SHE SIDT1 SIKE1 SIT1 SLC17A9 SLC29A2 SLC66A2 SLFN5 SOCS2 SPACA9 SPON1 ST3GAL6 ST8SIA6 STK10 STK38 STMN2 STX1A SURF2 SYTL1 SYTL2 TACC2 TAMALIN TBX21 TDRP TECPR1 TENT5A TES TKTL1 TMEM64 TMEM71 TMPRSS13 TNFRSF25 TNFSF4 TPST2 TRAF3IP3 TXNIP UBXN11 USP3 USP48 UST ZNF274 ZNF652 ZPR1 GSE5679_RARA_AGONIST_AM580_VS_AM580_AND_ROSIGLITAZONE_TREATED_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5679_RARA_AGONIST_AM580_VS_AM580_AND_ROSIGLITAZONE_TREATED_DC_UP AHI1 AK4 AK7 ALAD ALDOC ALS2 ANGPTL2 ANKRD46 AP2M1 APOOL ARC ARFGEF3 ARL2 ARMT1 ATP6V1H AZIN1 B9D2 BCL6 BMP2K C11orf58 C12orf4 C16orf87 CACNA1S CBR4 CBX6 CCDC28B CD160 CD22 CD300LB CD80 CD81 CDK5R1 CEBPA CELA1 CETN2 CFAP157 CHDH CNTLN COLCA1 COPRS COX6B2 CTNND2 CTSB CXCR5 CYB5D2 DAPP1 DDX28 DENND4C DESI1 DHCR7 DHRS3 DNAJC17 DOCK4 DUS2 DYNLL2 EGLN3 EI24 EPDR1 FAM156A FAM162A FAM216A FAM234A FAM241B FAM43A FANCF FCRL1 FUCA2 GALM GNA14 GOLPH3L GPT2 GSTM4 HDHD3 HHEX HMCES HMOX1 ICAM4 IDE IL21 IL4 IPMK IRF8 JAK2 JAZF1 JDP2 KCNQ5 KLHL4 KRT222 LAG3 LAMP2 LMAN1 LMO4 LPP LSM1 LTBP1 LYL1 MAFG MAN2A1 MAPKAPK2 MAPRE2 MDM1 MEF2B MFSD11 MICU1 MMD MPP1 MRPS21 MSH6 MTCH2 MTX2 MYO18A NAXE NDUFA1 NDUFB3 NDUFC1 NDUFC2 NDUFS4 NFATC1 NIT1 NPAS2 NRGN NSG2 NT5C2 NUDT22 OAZ2 PDCD1LG2 PEAR1 PEX11A PGPEP1 PLEKHG3 PLEKHO1 POGLUT3 POU2AF1 PPP2R1B PRXL2B PTGER2 PTPN11 PTPN5 PTRH1 PXMP2 PXMP4 RAB11FIP4 RDH12 RNF157 RNF19A S100A11 SAR1B SCCPDH SCRN3 SERINC5 SETD4 SFMBT1 SH3RF1 SLC11A2 SLC22A15 SLC45A4 SLIRP SMCO4 SNAI2 SNX8 SOSTDC1 STK39 STX11 STXBP1 SYPL1 TBC1D24 TBC1D2B TBC1D7 TJP2 TMEM106C TMEM86A TNC TNFSF11 TNFSF14 TNP2 TOR2A TOX4 TPD52 TRAPPC2 TRPM6 TTC16 TUBB2A TUBB2B TXNDC17 UAP1L1 UBAC2 UBE2V1 UFC1 UMAD1 USP6NL VAMP5 ZBTB3 ZBTB8OS ZIK1 ZMAT2 ZMAT5 ZNF821 ZNHIT1 ZWINT GSE5960_TH1_VS_ANERGIC_TH1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5960_TH1_VS_ANERGIC_TH1_DN AAMP ABCC1 ACOT7 ACP1 ADPRH ADSS1 AHCYL1 ALOX12B AMELX AMZ2 ANXA5 ANXA7 AP3B1 AP3S1 AP4S1 APEX1 APOC4 ARL3 ASS1 ATF6B ATP5F1D ATP6V0B ATP6V1E1 ATXN10 AVP BIN1 BRCA1 C5orf15 CAPN1 CAPN5 CCDC90B CCL5 CCNE1 CD2BP2 CD6 CD68 CD81 CDH8 CHCHD7 CHP1 CORO1C CPT1A CREB3L1 CSF2 CSNK1D CST7 CSTB CTNNA1 CXXC5 CYB5A CYB5R3 CYBA CYFIP1 CYSTM1 DLGAP4 DPF3 DTX2 ECH1 ECM1 EED EIPR1 EMC3 F11R F2RL1 FAM89B FANCM FBXO3 FBXW11 FCGR2A FGF1 FUBP1 GABARAPL1 GABARAPL2 GDI1 GK GNPDA1 GRB2 HAS1 HCFC1 HGFAC HIVEP1 HOPX HPS4 IAPP ID1 IER3 IGF1 ITFG1 ITGAV ITGB2 ITIH5 KANK3 KMT5A LCLAT1 LGALSL LONP2 LRP10 MAP2K1 MDK MDM2 MECP2 MEMO1 MRPS25 MTF2 NAPSA NCK2 NDUFA6 NEK6 NEK7 NFE2L1 NFKB2 NKX2-8 NPC1 NRGN NUP93 ORMDL1 OTUD7B PAFAH1B2 PAPSS1 PCM1 PDK3 PDPK1 PEX19 PHKA2 PIGQ PIP5K1A PITPNM1 PLS3 PLXND1 PNPLA2 POLD4 POLR2G PPP1R7 PRAP1 PRKACA PRKCA PRKCD PROX1 PTGER3 PTOV1 PTP4A2 PTPRS PYCR2 RBL1 REEP5 REPS1 RGS16 RHOQ RNASET2 RNF19A RNH1 RPN2 S100A1 S100A3 SCG2 SCP2 SDF4 SEMA7A SERPINE2 SHOX2 SLC12A4 SLC25A20 SLC29A1 SLC41A1 SLC44A1 SLC48A1 SLC52A2 SLC5A1 SLC7A3 SMARCC1 SNX9 SQOR SRPK2 ST6GALNAC6 STAT6 SYT11 TEC TES TM7SF3 TMBIM1 TMEM109 TMEM126A TMEM245 TNFRSF18 TNFRSF8 TNFRSF9 TNPO2 TOB1 TPRA1 TRPC4AP TSFM TSHB TTC7B TUBB TXNDC16 UBE2N UBE2V1 VAMP5 YWHAH ZSWIM7 GSE5960_TH1_VS_ANERGIC_TH1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE5960_TH1_VS_ANERGIC_TH1_UP ABCG2 ABT1 ACTL6A ACTL6B ADAM23 AKR7A2 ANAPC1 ANAPC2 ANAPC5 AQR ARHGDIA ATP2A3 ATP5F1A AXL BCL7B BIK C9orf40 CAD CCDC86 CCL7 CCT3 CDCA7L CDK5RAP3 CHGA CHRM4 CKMT1B CLK2 CLP1 COIL COPE COPS4 COX14 CSTF2 CXCL14 DDX18 DDX39B DDX52 DEAF1 DIPK1B EBF1 EBNA1BP2 EHMT2 EID1 ELF1 ENO3 EPRS1 ETHE1 FCGR2B FOXD3 FUT1 G3BP1 GADD45G GBP2 GGT5 GNPNAT1 GPAT4 GPC1 GPLD1 GSTZ1 GUCD1 HAUS3 HELLS HLA-DQA1 HNRNPA1 HNRNPA3 HRH2 HSPE1 HTR3A HUS1 IFI35 IGFBP1 IL13RA2 IMPDH1 INMT IREB2 IRF9 ISG20 KLKB1 KRT7 LATS2 LBR LCK LTB LYSMD1 MAD2L1BP MAN2C1 MATN1 MCM3AP MGLL MGMT MIS18BP1 MRAS MRPL23 MRPL37 MRPL40 MRPS26 MTX1 MYC NBN NDUFA12 NDUFA2 NDUFAF1 NHP2 NOLC1 NPC2 NSMCE1 NUDT21 PAM PAN2 PBX2 PDE6D PES1 PHPT1 POLA1 POLR1H POLRMT PON2 POPDC3 PPP5C PPRC1 PPT1 PRCC PRRX1 PSMA1 PSME1 PSMG1 PTPN9 RAP1A RAPSN RARS1 RBMS2 REXO5 RFC3 RPA1 RPL12 RPL14 RPL18 RPL36A RPS25 RPS8 RPSA RRAD RSL1D1 S100A11 SCAF11 SDC2 SEC31A SEH1L SELENOH SERPINA12 SERTAD1 SESN1 SHMT1 SIPA1 SLC10A2 SLC19A1 SLC23A2 SLC27A1 SMARCE1 SMPD1 SMPDL3A SMR3A SNRPG SNX3 SOWAHC SPRED2 SSBP1 SSBP2 STC2 STX1B SUB1 SUCLG2 SYPL1 TBC1D24 TBK1 TCF21 TCIRG1 TIAL1 TNPO1 TRIM37 TRMT2A TRPC6 TTC39B TXNIP UBAC1 UIMC1 UNCX VARS1 WDFY2 WDR6 YME1L1 ZAP70 ZFP90 ZFX ZHX1 ZNF503 ZNF524 ZNF639 ZSCAN26 GSE6090_UNSTIM_VS_DC_SIGN_STIM_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6090_UNSTIM_VS_DC_SIGN_STIM_DC_DN A2M ADAMTS15 ADAMTS16 ADGRD1 AMIGO1 ANKDD1A APOC1 ARL13A ARPP21 ASPHD1 BATF3 BCR BSN BTBD17 BTBD6 BVES C1QA CAMKV CARD9 CBLN4 CCDC153 CCR8 CD163L1 CD247 CD274 CD276 CD3G CD86 CDK20 CGREF1 CLEC4D CORO1A CPXCR1 CSMD1 CTRC DHX32 DISP3 DLK1 DRD4 DUSP13 EFCC1 EFNA3 F2 FAM163B FAM169A FBXL16 FBXL22 FCGR3A FETUB FEZF2 FGD2 FOLR1 FSIP2 FXYD2 GAS2L2 GCKR GDNF GHSR GLIS1 GNB1L GPBAR1 GPR139 GPRIN1 GRID2IP H1-10 HCRTR1 HR HSDL1 IFITM1 IL27RA ISG15 JAKMIP1 KIRREL2 KRT13 LHX3 LIN28A LRRC3B LY6G6F MAL MAPK8IP2 MGAM MIR296 MOBP MRAP2 MYCL MYO1F NFAM1 NFE2L3 NLRC3 NOS2 NRXN2 OPRD1 OTOP3 PCP2 PDZD4 PHEX PIK3R5 PITPNM3 PLA2G7 PLD2 PRDM1 PSD PSMB8 PSMB9 PTH1R RASAL1 RIPK3 RNF186 RUNDC3A RUNX3 SCARF1 SCRT2 SCUBE1 SELPLG SERPINE2 SFTPA1 SLAMF8 SLC13A5 SLC25A33 SLC66A2 SLC6A3 SLC7A2 SNHG11 SP9 SPACA4 SPON1 SSH1 SSTR3 STOX1 STRC TAFA2 TAFA3 TAS1R2 TBX3 TENT5D TH THBS4 THSD7B TIFAB TMEM182 TRPM2 UBE2QL1 VWA3A XCL1 XDH ZBTB42 GSE6090_UNSTIM_VS_DC_SIGN_STIM_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6090_UNSTIM_VS_DC_SIGN_STIM_DC_UP ABCA12 ACMSD ACO1 AGPAT5 ALDH18A1 ALG11 ALG14 AMMECR1 ANAPC5 ANK2 ARMC1 BBS9 BCAS2 BEND6 BMS1 BRI3BP BTD CAMLG CBX5 CDYL CHAC2 CLN5 CLPB CNOT7 COMMD2 COPS5 CREBBP CTNND1 CUX1 DCTN5 DNAJB11 DTL DUSP4 DUSP6 ECI2 EIF2B3 EIF4ENIF1 ELF2 ELMOD2 EPHX4 EXOSC8 FAM185A FIZ1 FOXRED1 FRMD3 FZD1 GABPA GALNT1 GEN1 GMPPA GNPAT GOLIM4 GPN1 GTF2E1 GTF2E2 HASPIN HEXIM1 HINT3 HSF2 IFI16 ILK INTS4 JMY KIF5B KPNA1 LACTB2 LIMS1 LRRC40 LRRN4CL LSS MAOA MCM3 MECR MED30 MIA2 MIR28 MMGT1 MPPED2 MYO1E N6AMT1 NAXD NEK2 NSF ORMDL1 OXSR1 PCDHB12 PCDHB9 PCIF1 PCTP PDK1 PGAP3 PHKB PIGX PIP4K2B POLR1F PPP3CA PRDX4 PRMT3 PRRG4 PRSS12 PSMD7 PTPN11 PTS RACGAP1 RACK1 RBM7 RCL1 RDH11 RENBP RFC2 RGS12 RHBDD1 RNASEH2A RNF24 RPL18 RWDD2B RYK SCFD2 SCMH1 SDHA SERPINF1 SFXN1 SMAD2 SMCO4 SMURF2 SMYD5 SOX11 SPCS3 SPECC1 SRXN1 ST7 STAT6 STRADA SUZ12 TBC1D8B TDP1 TDP2 TIRAP TMED2 TMEM107 TMEM126B TMEM170B TPRKB TPX2 TSEN15 TTC26 TTC27 TULP3 TUT1 UBA3 UCHL5 USP4 VCL VPS11 VPS35 VPS41 WBP1 WDR12 WDR45B WDR77 XPO5 XRCC5 XYLB YARS1 YEATS4 ZNF106 GSE6092_B_BURGDOFERI_VS_B_BURGDORFERI_AND_IFNG_STIM_ENDOTHELIAL_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6092_B_BURGDOFERI_VS_B_BURGDORFERI_AND_IFNG_STIM_ENDOTHELIAL_CELL_DN ABI1 ABTB2 ACSL5 AEBP2 AGRN AMD1 APPL1 BATF2 BCORL1 BIRC2 BRAF CALCR CALHM6 CASP7 CCDC88B CD14 CD274 CLDND1 CLEC4D CLINT1 CP CPEB4 CS CXCL3 DCUN1D3 DDHD1 DDX39A DDX54 DDX60 DENR DGKH DNAJC2 DRAM1 DUSP2 DUSP8 DYNC1I2 ECI2 EGR2 EIF1AX EIF3D EPHA4 EREG F10 F3 FAM20B FMNL2 GADD45A GADD45B GBP4 GCA GPHN GPR18 GPR85 GRAMD1A GTPBP2 HAS1 HCAR2 HDGF HDLBP HEG1 HIF1A HIVEP1 HSD17B12 HTRA4 IKZF1 IL12A IL12B IL18 ITGA5 ITGAL ITGAX ITGB8 KCNE5 KDR KIF5B KREMEN1 LCAT LCN2 LMO4 LTV1 LZTFL1 MAP2K1 MARCO MEX3C MIER3 MKI67 MOCS1 MORF4L2 MRPL3 MTDH MVP N4BP1 NAB2 NAMPT NCK1 NCOA5 NFE2L1 NFKBIE NOD1 NSMF OSBPL3 PDSS1 PEX16 PHTF2 PIK3CB PIK3CG PIK3R5 PLAGL2 PLCL1 PNO1 POLR2M PPP2CA PRDM1 PRELID3B PRKCD PROCR PRPF38A PSMB10 PSMC4 PSME3 PTPN12 RALGDS RELB RGL1 RIPK2 RMDN3 RNF19A RNF19B RRAS2 RRP15 SAMSN1 SDAD1 SEPTIN7 SERPINE1 SHOC2 SLC16A10 SLC16A3 SLC25A10 SLC39A1 SLC39A14 SLC7A1 SLC7A2 SMURF1 SOCS1 SPACA6 SPATA13 SPN ST3GAL1 ST3GAL3 STARD5 STIP1 STX11 SYNCRIP TAGAP TAPT1 TDRD7 TICAM2 TLR1 TMED5 TMEM123 TMPRSS6 TNFAIP2 TNFAIP3 TNFRSF1B TNFSF15 TNIP3 TRAF2 TRIB1 TRIP10 TSHZ1 UBE2S UBE2Z USP39 USP42 VASH1 VTA1 WDR1 XKR8 ZDHHC5 ZHX2 GSE6092_B_BURGDOFERI_VS_B_BURGDORFERI_AND_IFNG_STIM_ENDOTHELIAL_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6092_B_BURGDOFERI_VS_B_BURGDORFERI_AND_IFNG_STIM_ENDOTHELIAL_CELL_UP ACAA2 ACOT13 ACOX3 ACP6 ADAM10 ADAM8 ADAP2 ADI1 ADIPOR1 AHNAK AKAP8L AKR1B10 ALDH2 ALDH9A1 ALOX5AP AMER1 ANKLE2 ANXA9 AP3D1 APPL2 ARHGAP39 ARL4C ASF1B ATF7IP ATP6AP2 ATP6V1A BACH1 BCKDHA BCL2L11 C6orf62 CBR3 CCDC34 CD300C CD63 CFH CIITA CLN6 CNNM3 COQ10A CTDSP2 CTNS CYB5R1 CYP27A1 DCXR DECR2 DHCR7 DHX34 DIS3L2 DUSP19 EI24 ELMO2 ENTPD1 EXOC6 EXOSC5 EXT2 FAM234A FAM3C FAM78A FBXO31 FBXO8 FCGRT FMNL1 FMO5 FNBP1 FOXO1 FOXO3 GAB3 GALC GET1 GGA2 GLCCI1 GPR146 GPR162 GTPBP8 H2AZ2 H6PD HDAC5 HFE HHEX HMG20A HPGDS HSD17B11 IDUA IGFBP4 IKBIP INF2 ING4 IQCE KATNB1 KCNAB2 KDM6A KDSR KHK KIF21B KIFAP3 LAT2 LIMA1 LPAR5 MAN1C1 MAVS MDH1 MTA3 MYO18A N4BP2L1 NAXE NBEAL2 NBR1 NCOA1 NDRG3 NEDD4L NFATC1 NFS1 NQO2 NRP1 NRROS PACC1 PCP4L1 PELI2 PEPD PEX3 PHACTR2 PIK3R2 PIP4K2A PLEKHM1 PLEKHO1 PLXDC1 POGLUT3 PRUNE2 PSEN2 PTGR2 PTPA PXMP4 RETREG1 RFC1 RFC2 RGS2 RMND5B SCAMP5 SCARB2 SEC14L1 SHLD2 SIPA1 SLC2A3 SLC35C2 SLC38A1 SLC38A9 SLC43A2 SMPD2 SOAT1 SORD SPECC1 STAT6 SUMO3 TBC1D14 TBC1D8 TIAM1 TLR8 TMEM106B TMEM109 TMEM143 TMEM37 TMEM41A TPM1 TPMT TRAPPC12 TRERF1 TRIM37 TRIM47 TRPV2 TTC33 ULK2 UROD VGLL4 ZCCHC24 ZDHHC9 ZSWIM6 GSE6092_CTRL_VS_BORRELIA_BIRGDOFERI_INF_ENDOTHELIAL_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6092_CTRL_VS_BORRELIA_BIRGDOFERI_INF_ENDOTHELIAL_CELL_DN ACSBG1 ADIG ADRM1 APLN ARID5A ARL5B ATF3 ATG16L2 CABP1 CCDC121 CCDC9 CCNL1 CCNL2 CD274 CDK12 CFAP20 CHD2 CLDN3 CLK4 COTL1 CTLA4 CTSLP3 CUBN CXCR4 CYLC2 CYP27B1 DDX50 DLX3 DMTF1 DNAJC12 DTNBP1 DUSP3 DUSP4 EGR4 ETS2 ETV3 F10 FAHD1 FZD3 GADD45B GCH1 GHITM GK5 GLUD1 GNG4 GPER1 GPR132 GPR183 GPR4 GPX2 GRB7 GSPT2 HFM1 HIP1R HSP90AA1 IER5 IER5L IFNA5 ING3 IRS2 ISG15 ISG20 ITSN1 KDM6B KLHL2 KLRC2 KRT15 LCN8 LHX3 LONRF3 LRRC15 MAFG MAFK MC3R MED11 MEF2D METTL6 MST1R MUC1 MUC3A MYO6 NACA NDUFS5 NEK8 NFKBIA NFKBIE NKX2-5 NLE1 NNAT NPNT NR1D2 NR4A2 NRG3 NXF1 OMG PER1 PFKP PLAUR PLD5 PLK2 PNRC1 POLR1G PPP1R11 PQBP1 PRKCSH PRPF6 PRSS46P PRTG PSD PVR PWWP2B RAMP2 RGS9 RGS9BP RNF183 RORA RPL4 RPS19BP1 SCEL SCN3A SCN4B SDE2 SERTAD1 SERTAD4 SF1 SFTPB SHISA6 SLC2A5 SLC3A2 SORCS1 SOWAHB SQSTM1 TDP2 TEX14 TGIF1 TINF2 TMEM63B TNFAIP3 TNFRSF10B TPD52L2 TRA2B UBC VPS37B VSTM2L WNK1 ZC3H11A ZCCHC14 ZFAND2A ZFC3H1 GSE6092_CTRL_VS_BORRELIA_BIRGDOFERI_INF_ENDOTHELIAL_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6092_CTRL_VS_BORRELIA_BIRGDOFERI_INF_ENDOTHELIAL_CELL_UP ADCY6 AGTRAP ALDH2 ALG8 ALKBH4 ANAPC1 ANAPC4 ANKRD40 APIP AQR ARHGAP1 ARHGAP11A ARHGAP19 ARMC7 ASB18 ASB8 ATP5PB BAZ1B BET1 BLOC1S6 BLVRB BTD CASP8 CD300LD CDK2AP1 CEP76 CIAO1 CKAP5 CLEC10A CLYBL CMC1 CNIH4 COG4 CPNE3 CRAT CRYGS CUL4A DARS1 DCAF7 DCP2 DEXI DGCR8 DIRAS2 DNA2 DPAGT1 EAPP ELMOD2 ERAP1 FAM199X FBXO21 FBXO4 FBXW8 FGFR1OP2 FIBP FPGS FUT4 GALNT4 GDF3 GGH GNS GPAA1 GPAT2 GPR179 GPR52 GPSM2 GTF3C5 H2AC6 HDGF HPS3 HS6ST1 HTR1D IL12A IL1R1 IL20RA IMPA1 IRF2BP1 JPH1 KCNK12 KLHDC8B KLHL36 KLHL4 LCOR LCORL LHX1 LRIG2 LTA4H LYPLA1 MAP3K13 MBNL3 MCCC2 MCRIP2 MIR382 MRPL1 MRPL35 MRPL51 MRPS33 MRS2 MYL4 NDUFB4 NEDD1 NME4 NUDT16 NUDT7 OGFOD1 OSGEPL1 OTUB2 PARD6B PARN PARS2 PAXIP1 PCYOX1 PDCD6IP PELP1 PGD PGP PHB2 POGLUT1 POLDIP2 POLE2 POU6F2 PPA2 PPP1R7 PPP3CB PRR5 QDPR RAB9B RGS18 RNASEL RWDD2B S100A1 SACM1L SESN1 SIGMAR1 SLC22A20P SLC35A5 SNCA SRI STX18 SUFU TBC1D31 TGDS TMCO1 TMEM179 TMEM209 TMX4 TRAM1 TRAT1 TYW1 URI1 USP46 WARS1 WDR12 WDSUB1 WIPI1 XPO1 XRCC5 GSE6092_IFNG_VS_IFNG_AND_B_BURGDORFERI_INF_ENDOTHELIAL_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6092_IFNG_VS_IFNG_AND_B_BURGDORFERI_INF_ENDOTHELIAL_CELL_DN ACSL5 ADAR ADGRG6 ADM AGTRAP AMD1 ANKIB1 AP3B1 ARHGAP21 ATP10A BATF CACNB3 CALHM6 CD14 CD274 CDC42EP1 CFLAR CHMP4B CLIC5 CMPK2 COQ10B CP CSDE1 CSRNP1 CSTF2 CXCL13 CYRIA DCAF12L1 DCUN1D3 DDX21 DENR EBI3 ECI2 EHD1 EIF1 EIF4E2 ENTR1 EPSTI1 ETF1 ETV6 FGL2 FOXP4 GLRX GNG12 GPBP1 GPHN GRAMD1A HBS1L HDC HDLBP HERC5 HSD17B12 IFIT2 IFT57 IGSF6 IKZF1 IL15 ISG20 ITGA5 JMJD6 KLF16 KPNA3 LARP1 LAYN LCP2 LIMD1 LRRC8C LTV1 MAP2K1 MED1 MOB1B MOB3C MOCS1 MVP MX1 MX2 NCF1 NCK1 NDEL1 NFKBIB NOD2 NOL10 NOX1 OASL OPA3 PARP12 PCGF5 PFKL PFKP PGS1 PHF11 PHTF2 PILRA PLAAT3 PLAGL2 PLPP1 POFUT2 PPP1R14B PRKCD PROCR PSMA6 PSMB6 PSME1 PSME2 PTP4A3 PTPN11 RAB21 RALGDS RAPGEF2 RBPMS RCL1 REPS1 RILPL2 RIPK2 RNF14 RNF31 RNF4 RRAD RSAD2 RTN2 SAR1A SBDS SC5D SDC4 SDE2 SEMA4A SETDB2 SIAH2 SLAMF1 SLC16A10 SLC16A3 SLC4A7 SNX20 SOCS3 SPRED1 SRC ST3GAL1 ST3GAL3 STAP1 STARD7 STIMATE STX11 STX6 TAGAP TANK TBC1D13 TCOF1 TENT4A TLNRD1 TLR1 TMBIM4 TMEM123 TMEM176A TMEM176B TMEM38B TMEM68 TNFAIP2 TNFSF10 TRA2B TRAM2 TRIM13 TRIP10 TSC22D1 UBE2S UBQLN1 USP18 WTAP XKR8 ZBP1 ZC3H12A ZC3H12C ZFAND5 ZHX2 ZNFX1 ZUP1 GSE6092_IFNG_VS_IFNG_AND_B_BURGDORFERI_INF_ENDOTHELIAL_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6092_IFNG_VS_IFNG_AND_B_BURGDORFERI_INF_ENDOTHELIAL_CELL_UP AAAS ABL1 ACOT2 ACSS1 ADAM22 ADAM8 ADAMTS10 ADI1 ALDH9A1 ALOX5AP ANGPTL4 APPL2 ARL11 ATOSA ATP13A2 ATP6V0A1 BBS9 BHLHE41 BIN1 BTBD2 CAPRIN2 CASTOR2 CBR3 CCPG1 CD180 CD200R1 CD300C CD81 CD84 CELF2 CERK CNR2 CSRNP2 CTDSP2 CUX1 CYB5R1 DUSP22 DUSP3 DUSP7 EIF4B EIF4G3 ENGASE EXOC6 EZH1 FAM234A FAM3C FBLIM1 FBXO21 FHIP1B FLI1 FMNL1 FNIP2 FRAT1 FRY GLUL GNA12 GOT2 GPRC5C GSN GTF2I GYG1 HIP1 HIPK1 HP1BP3 HS2ST1 IFT74 IL6ST IL7R IRAG2 IRF8 ITGA6 KANK2 KCNJ10 KDM7A KHK KIF13B KIF21B LBH LFNG LIMK2 LPAR5 LPXN LRATD2 LTA4H MAN1C1 MAP3K1 MAVS MBLAC2 MBP MCCC2 MCM7 MCOLN1 MFSD11 MIB2 MMP19 MOCOS MOSPD1 MPEG1 MSRB1 NAGLU NCOA3 NEK6 NME3 NQO2 NR2C2 PAQR7 PCMTD1 PCYOX1 PDXK PER3 PGAP6 PHKA2 PINK1 PIP4K2A PLAG1 PLEKHG3 PLEKHM1 PLEKHM2 PLEKHO1 PLOD1 PLXNB2 PNPO POLG2 PPARD PRKACB PTGS1 PTPN22 PXMP4 RAB3A RAB3IL1 RAD51D RGS10 RGS2 RHOJ S1PR1 SEC22C SESN1 SGPP1 SKI SLC16A6 SLC27A1 SLC45A4 SLC66A2 SMPD2 SNX24 SNX29 SNX30 SNX33 SNX8 SOCS6 SORD SPICE1 STAMBPL1 STRBP STX3 SYNGR1 TBXAS1 TEC TIAM1 TLR4 TMC6 TMEM65 TNFAIP8L2 TNRC6B TPCN1 TPCN2 TPRA1 TSC22D3 TSPAN4 TTLL5 TTYH2 VGLL4 WDR45 WWP1 XPR1 XXYLT1 ZC4H2 ZDHHC14 ZFP36L2 ZFYVE26 GSE6092_UNSTIM_VS_IFNG_STIM_AND_B_BURGDORFERI_INF_ENDOTHELIAL_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6092_UNSTIM_VS_IFNG_STIM_AND_B_BURGDORFERI_INF_ENDOTHELIAL_CELL_DN ABCB8 ADAMTSL2 ADAMTSL4 ADARB1 ANKRD22 APBA1 APOA2 ARHGAP8 ARRDC1 BEND7 C14orf39 C2 C4orf33 C5orf52 C7orf31 CABP7 CABYR CARMIL3 CBX8 CC2D2B CCL11 CD163 CDHR5 CDX4 CEP85 CHRDL1 CHRNB1 CHRNE CLDN19 CLEC2L CLIP3 CNKSR1 CNTN2 CRISP2 CRYBB1 CST5 CXCL2 DES DHDH DHX38 DLG3 DNAAF6 DNM1 DNPH1 DPYS ECEL1 ENG ERLIN1 FAM131B FAM222A FBN1 FGF18 FGF21 FRAT1 FRMPD1 FSHB GAA GABRE GAS6 GIP GJB3 GJB4 GLB1L2 GPR137 GPR75 GSTM2 H2AC25 H3C14 HMG20B HNF4G HOXA11 INCA1 INHBE ITGB1BP1 IZUMO1 JPH2 KCP KIF1A KIF26A KLHL35 KRT75 LAPTM4B LDAF1 LINC00612 LMO1 LRP3 LRPPRC LRRC17 LRRCC1 LYZL4 MAJIN MARCO MARK4 MIB1 MTMR10 MTURN MYH11 MYO9A NAPEPLD NAV1 NECAB2 NETO1 NGF NOTCH4 NPY5R NTN4 NUTM1 OLFM2 OPN1SW OR51E1 OTP OVCA2 PADI3 PAXX PCSK1N PCYOX1L PDCD6IP PDE1C PDPN PEG10 PER3 PHOSPHO1 PHYHIPL PIEZO2 PLEKHA6 PLPPR2 PPP1R3C PRDM6 PRODH PRPH PRPS1L1 PRR5 PSCA PTF1A RABL6 RALGDS RBM14 RBP2 RCN3 RDH16 RGS7 RNASE10 RP1 RPL31 RPL37 RPL3L RXRA SCN10A SCP2D1 SCX SDCBP2 SEPTIN3 SFI1 SIM2 SLA2 SLC16A8 SLC23A1 SLC2A5 SLC36A2 SLCO2A1 SLURP1 SMPD2 SMYD1 SOBP SOGA1 SORCS1 SOX3 SPATS1 SPHKAP SPOCK2 SRRM4 STARD10 STC2 STXBP6 TAT TCF15 TECTA TEX13A TFAP2C TFR2 TGFA THBD THSD7B TIAM2 TMEFF2 TMEM183A TMTC2 TPTE TRIM3 TRIM54 TRIML1 UBN2 VAT1L VPS37A WDR38 YIF1B ZBTB39 ZDHHC22 ZFP41 ZNF354B GSE6092_UNSTIM_VS_IFNG_STIM_AND_B_BURGDORFERI_INF_ENDOTHELIAL_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6092_UNSTIM_VS_IFNG_STIM_AND_B_BURGDORFERI_INF_ENDOTHELIAL_CELL_UP ADAM9 ALPK3 APEH ARHGEF3 ARID3B ARL15 ASCL1 ATG101 ATG3 ATOSA B2M BLMH BRCA2 C2CD4C CAP1 CAP2 CARS2 CASP6 CCDC77 CD247 CD300LG CDCA3 CDK5RAP3 CENPU CES1 CFHR2 CHADL CHD1L CHRNA1 CIB1 CLASP1 CLASRP CNN3 COG3 COL4A5 CPD CRIP3 CSTF2T CTNNA2 CYB5R2 CYB5R3 DCAKD DCUN1D2 DENND10 DIAPH3 DNAJB13 DNAJC5 DYDC2 E2F7 EBPL ECI2 EMC3 EPRS1 ERBB4 FAM83D FANCD2 FBXO24 FGF5 FTCD FUNDC1 FYB1 G6PD GABRG1 GDAP1 GDPGP1 GGH GNG2 GNG8 GNPTAB GPCPD1 GPR17 GSDMD GSTT1 GTF3C2 GTF3C5 HLA-G HMGCS1 HTATIP2 HTR3B IFIT2 IFNAR2 IL9R IPO8 ITM2B KAZALD1 KBTBD2 KCTD18 KDM5C KIF18B KIF20A KLHL41 KNL1 KNSTRN KPNA7 KRTAP4-11 LAMP2 LARP6 LDHC LEO1 LIPA LPIN2 LRRC72 MAPK7 MAST2 MAT2A MBOAT2 MCUB MED29 MED8 MFN1 MFSD8 MINAR1 MINAR2 MMS19 MPI MSX2 MTUS1 MUC13 MYT1L NAA50 NCAPG NDC80 NDUFS3 NID1 NPAT NPY2R NTN5 ODAD3 OPA1 OSMR OXCT1 PARD6G PGD PHRF1 PLA2G15 PON3 PPHLN1 PPP3CC PRR11 PSMB8 PSMD4 PSME1 PSME4 PTP4A2 PTPRR PUS7L QKI RAB29 RAI2 RANBP9 RBKS RDH14 RFXANK RIOK1 RND1 RUNDC1 SBDS SFRP1 SHCBP1 SLAMF1 SLC2A1 SLC30A9 SLC35F3 SLC9A9 SNAI3-AS1 SOCS7 SP110 SPAG9 SPX STRC SUCO SULT4A1 SUSD6 SYCP2L SYNE2 SYT3 TAOK1 TINF2 TMEM140 TMEM181 TMEM217 TMEM268 TMEM87A TRAF2 TRAM1L1 TRAM2 TRIM68 TRIO TWF1 TXLNA URGCP USF1 VAPB VIPAS39 VPS4B WASHC2A YIPF1 ZDHHC6 ZFAND3 ZNF335 GSE6092_UNSTIM_VS_IFNG_STIM_ENDOTHELIAL_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6092_UNSTIM_VS_IFNG_STIM_ENDOTHELIAL_CELL_DN ABCA1 ABHD18 ABTB3 ACAT2 ACOT9 ACSS1 ADSS2 AIDA AKAP13 ANKH ANKRD46 AQP3 AQP9 ARAP3 ARHGAP15 ARHGEF3 ARID1B ARID5B ARL6IP1 ATP5IF1 B3GNT5 B4GALT1 BACH2 C14orf39 C2CD5 C9orf152 CARD6 CAV2 CBX3 CD2 CD84 CDC25B CDK19 CDKN2AIPNL CENPC CLDND1 CNN2 CNP COQ8A CORO7 CPNE3 CPNE5 CRLF3 CST3 CTSC CTSW CXCR6 DCLK3 DDC DECR2 DEPDC1B DGKA DIPK2A DKKL1 DNAJC9 DONSON DPP4 ELF2 ENTREP3 EPB41 EPS15 EVI2B EZH1 FAM78A FBXW7 FIS1 FKBP1A FXYD5 FYB1 GAB3 GIMAP7 GLIPR2 GMFG GNAQ GPR68 GPRIN3 GSTT2 HEXB HLA-DOA HSCB ICAM2 ICOS IFNGR1 IFT140 IFT46 INF2 INSIG2 INSR KAT2B KCNJ8 KCNMB4 KLF13 KLF6 KLHL4 LCP2 LNPEP LRRC8C LRWD1 LTB LXN LY9 LYPD6B LYST MAP1LC3B MAPRE3 MCUB METTL14 MLLT3 MSH2 MYO1F MZT1 NAA20 NEFL NIN NME3 NR2E3 NSD3 PCGF1 PCNT PHAF1 PIK3R5 PIN4 PITPNC1 PLAC8 PLEC PLP2 PLSCR4 POLM PPP2CB PPP4R3A PPT1 PRSS12 PTPN18 PURG PYGL RAD52 RDM1 REEP3 REXO5 RNASEH2A RNF165 RNF19B RPL37A RPS25 RUNX3 S100A10 SELENOP SELL SERINC3 SFR1 SH3BGRL SIGIRR SKAP1 SLC37A3 SNW1 SPATA6 SPO11 SPOP SRI SSBP2 ST3GAL6 STAG1 STK26 SUGT1 SUN2 SUPT16H SUPT4H1 SUSD1 TAB2 TASL TCF20 TES TMEM242 TMEM35B TNFAIP3 TNFSF4 TNRC6B TP53I13 TRIM59 TRMT112 TRMT13 TSPAN3 TTYH3 TXNDC12 UBAC2 UBE2B UROD USP48 VPS13B VPS54 WBP1 WDR44 WLS WRN ZC2HC1A ZC3H12D ZNF141 ZNF229 ZNF451 GSE6092_UNSTIM_VS_IFNG_STIM_ENDOTHELIAL_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6092_UNSTIM_VS_IFNG_STIM_ENDOTHELIAL_CELL_UP ABCE1 ABHD11 ABI3 ABRAXAS1 ACIN1 ACTC1 ADGRG3 ADORA2B AFF2 AGFG2 AGGF1 AKIRIN1 ALG1 ALPK2 ANO8 APTX ARAF ARF1 ARHGEF9 ARL15 ARL8B ARPC1B ARPC5L ASNS ATAD3A ATP2A2 ATP6V1B1 AVIL B4GALNT2 B4GALNT4 BAG2 BAIAP3 BCL2L1 BOD1 BTBD10 C1orf122 C5orf22 CBX4 CCDC86 CD164 CD320 CDC42EP3 CEBPZ CENPJ CEP43 CERS2 CHRNG COMMD10 COPB1 COPG1 CRYBG2 CTU2 CYP51A1 DCUN1D4 DDA1 DDIT4 DDX3X DHRS11 DLAT DNAJA2 DOLK DTX1 EIF4A1 ELAC2 ELOVL1 ENTPD7 EPHX4 ERGIC1 F2RL2 FADS2 FADS3 FAM177A1 FCER1G FDPS FKBP5 FLT3LG GARS1 GFER GFI1 GLMN GPATCH4 GRPEL2 GTF2A1 HAX1 HESX1 HMGCS1 HSD17B7 HSPA1B HSPA4 HSPA9 IDE IL12RB2 INTS14 INTS2 ITPK1 IVD KIAA1958 KLHL30 KPNA1 LGALSL LPCAT3 MAFG MAP10 MAPK9 MESD METRNL MGAT2 MIR22HG MLLT11 MPZL1 MRPL10 MRPS34 MUS81 MVD MYO10 NDEL1 NDUFS1 NEK6 NEMF NMT1 OGDH OSBPL3 PAFAH1B2 PAK6 PAQR4 PDE8A PEX19 PFKP PGD PIGQ PIP5K1A PLK3 PLXND1 PPIF PPP2R2C PPP2R3C PREPL PRORP PSD4 PSMC3 PSMC5 PTK2B PUM3 PUS10 PWP1 RAB11FIP4 RAB20 RAP2A RBMX RHOT1 RMDN2 RNASEK RPGRIP1 SEPTIN11 SHC4 SHMT2 SHOC2 SLC10A7 SLC16A10 SLC16A6 SLC25A6 SQLE SRP54 SSR1 STAT3 STX18 SYVN1 TFEB TFF1 TM7SF2 TMED7 TMEM19 TNFRSF12A TNFRSF21 TOMM34 TP53INP2 TRAPPC14 TRMT61A TSR1 UBE2F UBE2I UBQLN1 UBTF UBXN2A UROS USO1 USP5 VAT1L VCP VPS8 WDR12 WDR6 WDR77 WNT10B XPOT YARS1 YTHDF1 ZFAND2A ZNF227 ZNF768 GSE6259_33D1_POS_DC_VS_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6259_33D1_POS_DC_VS_BCELL_DN ADAD1 ADAMTS10 AEBP2 AKNA ALDH18A1 ANLN AP1AR AP1S3 ATP6V0E1 ATP6V1G3 BIRC5 BUB1 C9orf78 CARD11 CCDC12 CD9 CIT CKB CORO1A COX6B2 CS CST7 CTNNA1 DBN1 DNAJC27 DOCK10 DOCK5 DPP4 ECT2 EHMT2 EIF2B3 EIF3B FARSA FGR FIGNL1 FLT3 FMR1NB GABRB2 GCSAM GDPD5 GM2A GNG10 GNL2 GPR141 GRAP2 GRB2 GSTCD GSTP1 GTF2E2 GTF2H2 H2AZ1 H2AZ2 H2BC8 H2BP2 H4C4 HAUS8 HAVCR2 HM13 HMGCR IDI1 IFI30 IMMP2L INPP5J IPO4 IRF8 ITGAE ITM2A KCTD10 KHK KIF11 KIF20B KLHL36 KNL1 LIMS1 LPP LRRC1 LSP1 LTA4H LY75 MBP MIR10A MIR16-1 MKRN1 MLH1 MMP12 MMP25 MPDU1 MPPED2 MREG MTPN NCAPG NCF1 NELFE NONO NOP53 NT5C3A NUDT1 ODF4 OLFM1 OSBPL3 OTULIN P2RY14 PALLD PALM PAPOLB PDCL3 PIK3CB PLSCR2 POLR1C POLR2M PPAT PPP1R11 PPP2R1B RAB27A RALA REXO2 RGS7 RNF181 ROGDI RPIA RPL15 RPLP1 RPLP2 RPS26 SERF2 SH3BP1 SINHCAF SIPA1L3 SLAIN1 SLC46A3 SLK SOD1 SORL1 SPC24 TAF7L TALDO1 TIAM1 TIMELESS TJAP1 TNFRSF13C TNFSF4 TOP2A TRIM11 TRIP13 TRMT5 TSG101 TSPAN2 TXNDC15 VASP WDFY4 GSE6259_33D1_POS_DC_VS_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6259_33D1_POS_DC_VS_BCELL_UP ACBD7 ACTR5 ADAMTS6 ADIPOR1 ADO ANXA8 ARAP3 ATP10B ATP13A4 ATP6AP1 ATP6V0A1 BSDC1 CABLES1 CALCRL CBLL1 CCKBR CCL8 CD38 CDC42BPA CDH6 CDR2 CFH CLPX CMAHP CP CREB3L4 CRYBA4 CTU2 CXCL13 DCAF12L2 DDR2 DENND6A DMXL1 DSE EDNRB EPO ETV4 FAM114A1 FAM216B FEZF2 FKBP9 FLYWCH1 FMO2 FOLR2 FOXN3 FRMD6 GAS6 GFOD2 GGT5 GPA33 GPX3 GRXCR1 GSTT2 GTSF1L HGSNAT HNRNPH3 HS2ST1 HSD17B2 IGF2BP3 IGFLR1 IKBKE IL13RA1 IL15 IL17A INPP5A ITGA6 KLF3 KRT8 LAMC1 LDAF1 LENG9 LGI2 LIX1L MAGEB3 MAP1LC3A MGP MGST3 MIR340 MKX MTMR10 MYL9 NDUFS7 NECTIN3 NID1 NPC1 NPTN NQO1 NUCB1 OMG OXT P2RX7 PABPC1L PAM PCDHB16 PCOLCE2 PEG10 PERP PLEKHG5 POLG PPM1E PRR15L PSENEN RAB33B RAPGEF5 RBM15 RDM1 REG4 RIPK1 RNASEL RND1 RNF17 RPP40 RTN4 SAA3P SARAF SCN3B SEC62 SELENOM SHE SHMT1 SIRT6 SLC16A10 SLC25A51 SLC2A8 SLC30A10 SLC6A4 SNAP23 SP6 SPAG8 SPATS2L SPIN2A SPTLC2 SQOR ST6GALNAC6 STXBP6 SUSD1 SYT13 TBC1D2B TCEAL1 TMEM117 TMEM30A TMEM51 TMEM63B TRAPPC6B TRIM10 TRIM56 VAMP3 VSIG4 WNK1 WNT8A XDH XPOT ZCCHC14 ZCCHC3 ZDHHC11 GSE6259_33D1_POS_DC_VS_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6259_33D1_POS_DC_VS_CD4_TCELL_DN ABCA1 ABCA9 ACP5 ACSL1 ADAM10 ADAM17 ADAM22 ADAM9 ADGRE4P AGMO AOAH APOBEC1 APOC2 APOE ARHGEF3 ATP13A3 BLVRB C6 CALHM6 CD22 CD300LD CD38 CD4 CD72 CD84 CMKLR1 COPZ2 CP CPEB4 CSF3R CTSA CTSF CTSO CTSZ DAGLB DMXL1 DMXL2 DSE DST DUSP1 EDNRA EPHX1 ERICH1 ETV5 EVI5 FAM20C FAM83F FCER1G FCGR3A FCHO2 FGD4 FMN1 FOXJ3 GALC GAMT GAS7 GBGT1 GBP4 GDE1 GDPD1 GNS GPNMB GZF1 HACD4 HEBP1 HK3 HNMT HPGD HPGDS IGF1 IKBKE INSR IRS2 ITGAV ITGB5 ITM2B ITSN1 KCNJ10 KLHL13 LAIR1 LAMTOR3 LAYN LCP2 LGALS8 LGALS9 LGMN LIG4 LPCAT2 LRP6 LRRC8A LST1 LY86 MACF1 MAF MAFB MAN1C1 MERTK MGAT4A MIB1 MON2 MS4A14 MTUS1 MXRA8 MYH10 MYO7A NCEH1 NCF2 NOVA1 NPL NUPR1 OLFML3 OPHN1 P2RX4 P2RX7 P2RY12 P2RY13 P2RY6 PDGFC PGAP1 PLA2G15 PLD3 PLOD1 PLXNA4 PRKCB PROS1 PRUNE2 RAB5C RASGRP1 RAVER2 RCBTB2 RGL1 RHOH RUFY3 SAA3P SASH1 SBF2 SCAMP1 SCAMP5 SEC14L1 SELENOP SEMA4B SERINC3 SH3KBP1 SLC11A1 SLC28A2 SLCO2B1 SLF2 SMAP2 SNX18 SNX27 SNX5 SRC SRFBP1 SVBP SYPL1 TBC1D10A TBC1D2B TBK1 TCF7L2 TCN2 TIMP2 TLR1 TLR8 TMBIM4 TMEM176A TMEM218 TMEM50A TNFAIP3 TPP1 TTYH2 TYROBP USP8 VCAM1 WWP1 ZFAND5 ZFYVE9 GSE6259_33D1_POS_DC_VS_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6259_33D1_POS_DC_VS_CD4_TCELL_UP ABHD2 ACTN1 ADCY6 AKT3 ALYREF ANP32B AP1S3 ARFGEF1 ARHGEF9 ARSB AURKAIP1 BIRC5 BRI3BP BTLA CACNB3 CASP3 CBFA2T3 CCDC88A CCND3 CD24 CDC42EP3 CDK14 CDKN3 CDV3 CENPE CEP43 CETN3 CHEK1 CKB CKS1B CLDN1 CLEC2L CLEC9A CLSPN CRIP1 CST3 CTBP1 CTPS1 CXXC1 CYB561A3 CYFIP2 DDX46 DNAJC9 DOCK5 DPP4 DPY19L1 DSCC1 DUSP10 EIF4G1 ERH ESYT1 EZH2 F2RL2 FADS2 FAM149A FBXO45 FFAR2 FFAR4 FGFR1 FKBP5 FLT3 FMNL1 FNBP1 FUS GEN1 GLRX2 GNB4 GPR33 GPR68 GPS2 GRAMD1C GTF3C6 H2AC15 H2AC21 H4C14 H4C4 HDAC1 HMGB1 HMGN1 HMGN3 IARS1 IL22RA2 INO80 ITGAE ITGB7 ITPR1 KDM5A KIF11 KIF15 KIT KLRD1 KLRK1 KMO KNL1 LARS1 LGALS1 LIG1 LRBA LRRK2 LY75 MACROH2A1 MAP4K1 MCM5 MCM6 MCM7 MDH2 METTL2B MICAL1 MIR539 MNS1 MOB3A MRPL11 MRPS14 MRPS15 MSH2 MTHFD1 NAAA NCAPD3 NCAPG NCOA7 NEMP2 NFX1 NUCKS1 NUP210 OSBPL3 PA2G4 PARVG PDIK1L PLAAT3 PLAC8 PLP2 POLD1 POLE POLR1A POLR2M POLR3C POMP POU2F1 PPM1M PRKAB2 PRKD3 PSMB1 PSMB8 PTK2 QPCT RAB27A RABGAP1L RAD54L RALGAPA1 RBBP7 RBM3 RFX7 RIN3 RPL4 RRM1 RTN4IP1 S100A4 SEMA7A SEPTIN6 SETD7 SINHCAF SLC33A1 SLK SMC4 SRGAP3 STRIP2 SUV39H1 TBC1D8 TBRG1 TMEM150C TMSB10 TNNI2 TOP2A TOPBP1 TRABD TRIM59 TUBA1A UBTFL1 UTRN UVRAG WDFY4 XCR1 YBX3 ZDBF2 GSE6259_33D1_POS_DC_VS_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6259_33D1_POS_DC_VS_CD8_TCELL_DN ADAM10 ADGRE4P AOAH ARHGEF3 ARRB2 ATP6V0C AXL BAMBI CALHM6 CD84 CDK5RAP3 CDKL5 CHCHD5 CLIC6 CLN6 CMBL CMKLR1 CPT2 CTSD CXCL13 DCLRE1C DDX60 DENND10 DENND6A DNMT3L DOP1B DSC1 DUSP1 FAM193A FAM20C FBXO24 FLVCR1 FPGT FREM3 FRMD4B FUNDC2 GAMT GBP4 GCGR GPR108 GZF1 HACD4 HOXA11 HSDL1 IKBKE IL10RB IMPACT IRAK3 ITGAL ITM2A KCNA3 KLHL1 KLHL36 KRTAP16-1 LCE1B LCLAT1 LCP2 LDHB LGALS3BP LPIN1 LRP6 LY86 LY96 MAGEB18 MBP MIB1 MINPP1 MIR1-1 MIR217 MIR380 MIR384 MTMR2 NAALAD2 NCKIPSD NEURL3 NFATC2IP NLN NR2F1 OCRL ODF4 OSBPL11 P2RX4 P2RY12 PCDHB9 PCNX3 PCTP PHKA1 PLAUR POLR1E PREX1 PRKRIP1 PRRC1 PRSS3P1 PYCR3 RAB5C RASGRP1 RFFL RGP1 RING1 RNF185 RPIA RTTN SCARB2 SCN7A SCRG1 SELENON SH3KBP1 SLC11A1 SLC15A4 SLC19A2 SLC28A2 SLC35G1 SLC40A1 SNX27 SNX5 TENT4A TFEC TIE1 TLR1 TM9SF4 TMEM154 TMEM218 TMEM39B TMEM50A TMEM59 TMF1 TRAF5 TRAPPC10 UGT2A3 VPS26C VPS33A XKRX XPR1 ZCCHC2 ZP3 GSE6259_33D1_POS_DC_VS_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6259_33D1_POS_DC_VS_CD8_TCELL_UP ACSM1 ADIPOQ AHNAK2 AIRE AKT1S1 ANKK1 ART5 ATP13A4 BDKRB2 BLTP3B C3orf84 CAPN10 CARTPT CASR CBY3 CCN2 CCND3 CERS3 CES3 CHST10 CIB3 CLEC2L CNTROB CPT1C CREB3L4 CSHL1 CTRB1 DACT2 DBX2 DCLK3 DDX51 DIPK1C DKK2 DLK1 DNAH1 DNAJB14 DUSP13 DUSP9 EDNRA EFCAB5 EIPR1 EN1 ENTPD5 FGF12 FGF4 FGFR2 FLYWCH1 FMN2 FNDC11 FXYD1 GARIN5B GAS2L1 GCNT7 GNPAT GOLGA1 GPR37 GPR82 GPRIN2 GPX6 GSC2 GTSE1 H2AC15 H2AC21 HEATR3 HHIPL1 HNRNPR HOXA4 IKBIP IL17A ITIH3 KCNK2 KLF14 KLHDC7A KRT4 KRT84 LCN2 LEF1 LENG1 LIN28B LRFN4 LRRC8E MAGEA10 MAPK8IP2 MB MIR145 MIR181C MIR24-2 MIR676 MORF4L1 MPIG6B MRM3 MSX1 MVB12A MYL3 NHERF4 NKX6-3 NOP16 NRARP NUDT19 NXPH4 OPN4 PABPC1L PCOLCE2 PGRMC2 PLA2G4F PLCH2 PLEKHA4 POP7 POU2AF1 PPM1B PROCA1 PRPF40A PSAPL1 PTK2 PTPN9 RAD51B RBM5 RGS6 RIMBP3 ROBO1 RPUSD4 SCAND3 SCRN2 SCRT2 SEMA6A SERPINA9 SEZ6L SFTPD SHD SLC2A8 SLC35E2A SLFNL1 SLITRK1 SOHLH2 SOX13 SUMO1 SYT13 TFF2 TMEM198 TRAM1L1 UBE2D2 VWA2 ZC3H18 ZNF318 ZP1 GSE6259_33D1_POS_VS_DEC205_POS_FLT3L_INDUCED_SPLENIC_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6259_33D1_POS_VS_DEC205_POS_FLT3L_INDUCED_SPLENIC_DC_DN AAAS ABCD1 ABHD12 ABHD4 ADAP1 ADAP2 ADGRE5 AKR1B10 ALG6 ANKLE2 ARHGAP19 ARHGAP25 ARHGAP9 ARL6 ASCC1 ATF6 ATP13A2 ATP2B1 ATXN1 B3GALNT1 BAMBI BCKDHA BCL2L11 BPNT1 BTBD2 CALCOCO1 CALHM2 CASTOR2 CD93 CDIN1 CDK19 CELF2 CFAP251 CHD3 CLIC5 CLN6 CLPB CPNE8 CXCR4 CYB5R1 CYLD CYRIA DAG1 DEXI DHCR7 DNAAF5 DPCD ECT2 ELMO2 ELMOD2 ENTREP3 ETV5 EXT2 FADS1 FRMD4A GALC GALNT2 GCA GET3 GGA2 GPR162 GPR65 GTF2I GUSB H1-2 HADH HAUS6 HDAC6 HEBP1 HHEX HSD17B4 IDE IFT74 IL6ST INPP5D INSR ISOC1 ITPRID2 KATNB1 KCNJ10 KCNK13 KMT5C LANCL1 LARGE1 LAT2 LIMA1 LIMK1 LRATD2 MAGED1 MAVS MDH1 MICAL2 MPRIP MS4A14 MSMO1 MYO1B NCOR2 NDRG3 NEDD4L NEK7 NEURL3 NFATC2 NIPSNAP1 NPAS2 NSDHL NSMAF NUAK1 NUMA1 OTUD1 OXR1 P2RX4 P3H3 PACC1 PCCB PCP4L1 PCYOX1 PCYT1A PDE4DIP PDIA3 PIAS1 PIK3R1 PLD2 PLEKHM1 PLXDC1 PLXNA2 PLXNB2 PMS1 PPP3CB PRCP PRKCH PTGER4 PYGB RAB9A RASA3 RIPK2 RNASEL RNLS RPL10A RRM1 SCARB2 SCFD2 SERTAD3 SESN1 SIDT2 SLC16A7 SLC22A5 SLC25A35 SLC29A1 SLC29A3 SLC35C2 SLC43A2 SLC45A4 SLC46A3 STAT1 SULF2 TBC1D19 TBC1D8 TCEAL1 TCF7L2 TGFBI TGS1 TLR6 TMEM131 TMEM141 TMEM147 TMEM26 TMEM41A TMEM51 TMEM64 TOR3A TUBB2B TUBGCP4 UBQLN2 VAC14 WDR62 WLS ZC4H2 ZFYVE26 GSE6259_33D1_POS_VS_DEC205_POS_FLT3L_INDUCED_SPLENIC_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6259_33D1_POS_VS_DEC205_POS_FLT3L_INDUCED_SPLENIC_DC_UP ABI2 ABTB2 ACSL1 ADORA2A AGFG1 AHR AP2B1 ARHGAP6 ATG9A BRPF1 BST1 BTBD1 CALCR CCL3 CCL4 CCL5 CD33 CD74 CDC42BPA CDO1 CFB CHIC2 CLDN23 CLINT1 CMKLR1 CRAMP1 CRY2 CSRNP1 CXCL13 CXCL2 DDX54 DMRTC1B DPEP3 DSEL DTNB DUSP8 DYRK1A EDN1 EGLN2 EGR1 EGR2 EML2 EREG ETS2 F10 F3 FCGR2B FLII FMNL2 FN1 FNDC3B FOSL2 FOXN4 FPR1 FXYD2 GDF15 GFI1 GRAMD1A GRIA4 GTPBP2 HAS1 HIPK2 HPGD HTRA4 IER3 IFITM1 IL1A IL1B IL27 JAK2 KDM5C KDM6B KIF27 KREMEN1 LCAT LCN2 LRRC8C LRRFIP2 LRRK2 MAML1 MAMLD1 MAPK8IP3 MBP MCUB MDFIC MGAT4A MICALL2 MINDY1 MIR125A MIR146B MIR99B MMP13 NANOS3 NFAT5 NIBAN2 NOL12 NOS2 NOTCH1 NOTCH2 NR4A1 NUP54 NUPR1 OLFM1 OLR1 OR1D2 OSBP OSM PDE10A PDE8A PDGFRB PGC PHF13 PHLDA1 PIK3R6 PKP4 PLA2G4A PLCB4 POLDIP3 POU2F1 PPARD PPP1R10 PPP1R12A PRDM4 PRKCD PTGES PTGS2 PTPN23 RAB11FIP1 RABGEF1 RBMX RBPJ RBPMS RCVRN RFFL RHBDF2 RNF24 RTKN SECISBP2 SEMA4A SEPTIN11 SERPINB2 SFRP5 SIGLEC1 SIPA1L1 SLC12A4 SLC15A3 SLC27A4 SLC39A14 SLC7A11 SLC7A2 SLCO4A1 SNX25 SOWAHC SPACA6 SQOR SRGN ST8SIA4 STARD5 STIM2 STRN4 TAL2 TLR7 TMC3 TMEM63A TNFAIP3 TNFRSF1B TNIP1 TRAF1 TRAF3IP2 TREM1 TTPAL UPP1 VEZF1 ZC3H12A ZDHHC2 GSE6259_33D1_POS_VS_DEC205_POS_SPLENIC_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6259_33D1_POS_VS_DEC205_POS_SPLENIC_DC_DN ABCG2 ADAP1 ADCY9 AHRR AIFM1 AJUBA ALCAM ANKRD27 AREG ARL3 ARL4C ARRDC4 ATP11A AUTS2 BAG3 BMPR1A BTG2 C10orf88 C11orf24 CA8 CABLES1 CABP7 CCNJL CCR7 CD109 CD48 CDK15 CEBPA CEP19 CHN2 CHRDL1 CLCN4 CLN5 CMTM3 CTSZ CXXC5 CYP1A1 CYP1B1 DAG1 DDIT4 DDX1 DKK2 DOK2 DPY19L3 DSCR4 EEIG1 EEPD1 EGR1 ELAC1 EPB41L3 ERGIC3 ERLIN2 EXTL2 FAM171A1 FBXL12 FCER1G FUCA1 FUT7 FZD7 GAD1 GALNT2 GCSAML GLCCI1 GPD2 GPR146 GPR68 GPX1 GTF2IRD1 GUCY2C H2AC6 HAPSTR1 HAS3 HEG1 HERC2 HIPK2 HJURP HMGCL HS6ST1 HSD17B10 IFITM3 IGFBP4 IL1RN IL7R INPP1 INTS9 IRF2BPL KATNB1 KCNH5 KHNYN KIF26A KIT KRCC1 L3MBTL3 LACC1 LDLRAD4 LINC01004 LPXN LRIG2 LRP5 MAD1L1 MAD2L2 MAF MAPK6 MBTPS2 MFAP1 MFSD1 MOB3A MOGAT2 MR1 MRPL36 MTSS1 MYDGF NCOA3 NEK6 NGLY1 NOL9 NORAD NYNRIN PACSIN2 PDE4A PEMT PHLDA3 PIGT PITPNA PLIN2 POLR3D PPIF PROM1 PRSS23 PSMB2 PTCH1 PTPRJ PXMP4 RAB30 RAB33A RAB38 RAD51C RARS1 RFESD RFTN1 RGL1 RGS10 RHOBTB3 RHOU RNF144A RNFT2 RPS3 RSAD2 SARS1 SECTM1 SEMA4A SEPHS2 SETDB2 SH3PXD2A SH3RF1 SIPA1L2 SLC17A5 SLC1A4 SLC22A1 SLC22A4 SLC43A3 SLC45A4 SMIM3 SOS1 SPATS2L SPNS2 SPRY4 SPRYD7 SQOR SSH1 STOM STON1 SYNJ2 TACC1 TBC1D14 TBC1D8 TIPARP TMEM42 TMEM51 TNS3 TSC22D3 TTC39C TUBB2A TUBB2B UQCC4 VDR WASF3 XYLT1 YIPF6 ZBED1 ZBTB21 ZFAS1 ZMIZ1 ZNF264 ZNF704 ZSCAN12 ZSCAN5A GSE6259_33D1_POS_VS_DEC205_POS_SPLENIC_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6259_33D1_POS_VS_DEC205_POS_SPLENIC_DC_UP AASDH ABI2 ACTL8 ACVR2B ADCY4 ADRB1 AHCTF1 ALMS1 ALOX12P2 ANKRD36 APOC4 ARHGEF2 ATG2B ATOSA ATP1A1-AS1 ATXN3 BCL2 BCL6 BMP2K BSDC1 BTG1 C1orf167 C21orf91 CASP3 CBFA2T3 CCDC28A CCDC69 CCNG2 CDC42EP4 CEBPD CENPU CHST12 CHST2 CNTRL CRLF3 CSPP1 DAB2 DCAF12 DCAF12L2 DCBLD1 DIS3L2 DNMT3B DUSP6 EML6 EP400P1 ERG FAM106A FAM117A FAM117B FAM153A FBXL20 FDFT1 FOSL2 FRAT1 FRAT2 FYB1 GFI1B GJA8 GPRASP2 HBP1 HDAC9 HDGFL1 HECA HELB HES1 HEYL HIVEP3 HSPA1A IGF1 INO80D IQSEC2 IRAG2 IRS2 JADE2 JARID2 JMY KCNJ11 KDM5A KLC3 KLHL24 KLK11 KMT2A LCP2 LPAL2 LPIN1 LRATD2 LRRC36 LTBP3 MAPK8 MAPRE2 MDFIC MEF2C MEIS1 METTL14 MIS18BP1 MMP16 MNT MOB2 MYB MYCN MYCT1 NCOA2 NEURL1B NIPAL3 NLK NMNAT3 NR1D2 NRXN2 NUP98 PCDHGA8 PDCD4 PIK3CB PIK3CG PNISR PNPLA8 PPM1A PPM1K PRKCQ PRKCQ-AS1 PRR11 PRSS27 PTAFR RAB12 RAB27A RAB27B RAB40B RAP2B RASSF5 RBM33 RERE RFWD3 RHEBL1 RIPOR2 RNF144B RNF212B RNF24 RNF44 SATB1 SH2D3C SIRPD SKA2 SKIDA1 SKIL SLC25A36 SLC26A3 SLC38A2 SLC40A1 SLU7 SNX24 SPOP SPRY1 SRPK2 SSTR5 ST3GAL2 ST8SIA4 STAM STK4 STON2 STPG4 SZRD1 TAF4B TAF5 TAL1 TANC1 TASL TBC1D15 TERF2IP TEX36 TFCP2L1 TMC6 TMED8 TNRC6B TPPP TRAPPC3L TRBV27 TRIM33 TRIM8 TRIQK TWNK UBALD2 USP10 USP47 WDR48 WNT5B YPEL2 ZBED6 ZBTB42 ZFP36L1 ZMYND8 ZNF443 ZNF510 ZNF609 ZSWIM6 GSE6259_BCELL_VS_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6259_BCELL_VS_CD4_TCELL_DN ADAMDEC1 ADRA2A AGAP2-AS1 AGO4 AK3 ALDH18A1 ALDH5A1 ANO6 APH1B ARCN1 ARID1A ARIH1 ATOSA AZI2 BCAM BICDL1 BMPR1B BOD1L1 BTF3 C2orf49 CALM1 CASKIN1 CBFB CCDC6 CD48 CD59 CD8A CDK15 CDYL2 CEACAM6 CELSR2 CFI CHMP4B CHRDL1 CLEC4A CRMP1 CYTL1 DESI2 DHX15 DNAJB9 DPYD DYNLT2B EBPL EIF2B2 ENHO EPDR1 EYA3 FAM174A FBN2 FCER1G FGFR3 FYTTD1 GARRE1 GLB1 GPX1 GRK3 GSX1 HADHB HBS1L HCRT HEG1 HINT3 HLA-DPA1 HNRNPH3 ID3 IDI2 IFT52 IL13RA2 ITGB1 KBTBD11 KCNK4 KCTD1 KIF2A KIT L3MBTL4 LINC01148 LMLN LOC286177 LRG1 LSM11 LTC4S MAD2L2 MAPRE1 MARCHF5 MBLAC1 MBTPS2 MCM9 ME2 METTL7A MFAP1 MFSD1 MIDEAS MIS12 MRPL36 MSRB3 MT1X MTPN MZB1 NACA NEK6 NFIL3 NFS1 NIPA2 NOG NOL9 NOLC1 NOTCH2 NPC2 NRARP NSD2 NUP98 OTUD1 OTUD6B P4HA1 PAG1 PARP1 PCGF6 PIGT PITPNA POLR3GL POM121L8P PRC1 PRKAA1 PRKCI PRMT9 PROM1 PSMB2 PXMP4 RABEPK RAD51C RALGAPB RARS1 RDH10 RFESD RGS5 RNASE3 RPL19 RPS3 RSPH10B2 RTP3 RUFY1 SARS1 SCN3B SEC14L1 SEC23B SEC63 SELENOT SEPHS1 SERPINB10 SGK3 SLC13A4 SLC25A15 SLC25A3 SLC26A2 SLC39A14 SLC6A5 SLC7A9 SLC8A2 SMAD6 SNHG6 SPRY4 SPRYD7 SSR2 SWAP70 TCL6 TIGAR TM2D2 TMEM45A TNIP3 TOMM22 TRAPPC12 TRIM14 TSC22D2 TSEN2 TSPAN3 TXNDC9 UBL3 USO1 VKORC1 VPS54 WEE1 WSB2 YARS2 YIPF6 ZBTB21 ZDHHC2 ZDHHC5 ZFR ZNF169 ZNF30 ZNF512 ZNF627 ZNF667-AS1 ZNF823 ZNG1A ZNHIT3 ZSCAN12 ZW10 GSE6259_BCELL_VS_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6259_BCELL_VS_CD4_TCELL_UP A1BG AASDH ACTN4 ACTR1A ADRM1 AKT1 ALOX12P2 ANK1 ANKRD36 ANXA11 AP1S1 ASIC3 ATP1B1 B4GALT5 BBLN BBOF1 BCL7A BMP5 C19orf48P C1orf167 C4orf48 C6orf136 CAMKMT CAPZB CBX5 CCDC125 CCDC71L CCDC78 CD37 CEP70 CEP85L CHCHD10 CHD4 CIB4 CIRBP CLBA1 CROCC DAXX DDX23 DDX27 DMTN DTX2 EIF3G ELF1 EMP3 ENDOV EPM2AIP1 ESAM FAAP20 FAM106A FAM153A FAM3A FBXL15 FOSB FOXM1 FYB1 G6PD GABRA6 GALNT17 GARS1 GCDH GDAP1 GMDS GNA15 GPR45 GPRC5C GTF3A GTSE1 GYG2 H1-3 H2AJ H2AX HDAC9 HRH3 HSPG2 ILF3-DT ILRUN INTS11 JUND KCNJ11 KDM5A LAMTOR4 LINC00900 LINC01553 LINC01579 LINC02893 LRP3 LRP5 LRSAM1 LTB LTBP3 LTBP4 MAN1B1-DT MARVELD2 MBD6 MBP METTL14 MFN2 MKNK2 MMP14 MOSMO MRTFA MTA2 MTG2 MYCT1 NAA80 NAF1 NCKIPSD NCOA2 NCOR2 NFATC4 NKRF NOP14 NRBP1 OR2C3 OR5AK4P PAM16 PAQR7 PCIF1 PDXDC2P PHF12 PHF5A PLCH2 PMF1 PNISR POLR1G PPEF1 PPM1G PPP1R14A PPP1R15A PPP5C PRDM6 PREX1 PRRC2A PRSS27 PTOV1 PTP4A2 PWP1 QPRT RAB12 RAB40B RAB7A RARRES2 RBM42 RFNG RFTN1 RICTOR RNF122 RNF128 RPRD2 SCAF4 SHKBP1 SIGIRR SIRPD SLC25A37 SLC66A2 SNX24 SOST SPATA20 SRPK2 SRRM5 ST3GAL2 STING1 SV2A SZRD1 TAF1D TARDBP TBC1D10C TGFB1 THRA TM4SF1 TMSB10 TNIP1 TP53 TRIM41 TSSC4 UBA1 UBALD1 UBN1 UNC13D UQCC3 UQCRC1 USP10 USP20 UTP23 UTP4 VPS18 WDR46 WNT5B ZBED6 ZMYND8 ZNF609 GSE6259_BCELL_VS_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6259_BCELL_VS_CD8_TCELL_DN ACVR2B ADAMTS3 AFF1 AHCTF1 AKAP5 ALOX12P2 AMMECR1 ANAPC13 ATOSA AUH BCCIP BCL11A BCL2 BMP2K BTG1 C11orf21 C2orf88 CARD8 CASP3 CAVIN2 CCDC112 CCDC28A CCNA2 CCZ1B CEBPD CENPU CHST2 CIR1 CNNM3 CNTLN COL4A2 CREBRF CRLF3 CRYBG1 CTNNB1 CXCR4 DAAM1 DBIL5P2 DCBLD2 DNMT3B DUSP6 EEIG2 ELMO2 ENHO ERG FAM117A FAM117B FAM217B FAM8A1 FBXL20 FBXO25 FBXO32 FDFT1 FHIP2A FOSL2 FOXK1 FOXO4 FRAT1 FRAT2 FZD4 G2E3 GAB3 GAS2L1 GAS8-AS1 GFI1B GJA8 GRB10 HBP1 HECA HERC1 HES1 HEXIM1 HSPA1A IDI1 IER5 IFNGR1 IGSF3 IRAG2 IRS2 JADE2 JAKMIP2 JMY KIAA2026 KIF21B KLHL21 LARP4 LCOR LCP2 LGALSL LINC00221 LINC00421 LINC01148 LOC286177 LONRF1 LPAL2 LRATD2 LRRC10B LRRC8B MAPK14 MAPRE2 MBNL2 MDFIC MEIS1 METTL7A MNT MS4A7 MYB MYCN MYCT1 NCAPD3 NDC80 NEK2 NEURL1B NIPAL3 NLK NOLC1 NPAT NR1D2 NRROS NSD2 NUP98 OIP5-AS1 P2RY8 PCMTD1 PDCD4 PHLPP2 PICALM PIK3CG PNPLA8 POLR1F POM121L8P PPM1K PRKCQ-AS1 PRPH PSIP1 PTPRE QRICH1 RAB27A RAB27B RAB32 RABEPK RAD1 RAP2B RAPGEF2 RASSF5 RERE RFX5 RHEBL1 RHOQ RIPOR2 RMI2 RNF44 SATB1 SCHIP1 SDCCAG8 SEPHS1 SLC20A1 SLC25A36 SLC38A2 SLC7A9 SLCO4C1 SOX6 SPHKAP SPRY1 ST3GAL2 ST8SIA4 STAM STK4 STON2 SYF2 TAF4B TAGAP TAL1 TANC1 TBC1D15 TFEC TIMM23 TLR2 TMED8 TNIP3 TNRC6B TP53INP1 TSEN2 TSNAX TWNK UPF2 VMA21 VRK1 WDR26 WIPI1 YBX3 YPEL2 YPEL5 ZBTB42 ZBTB44 ZMYND8 ZNF30 ZNF367 GSE6259_BCELL_VS_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6259_BCELL_VS_CD8_TCELL_UP ADAP1 ADCY6 ADCY9 AGA AHRR AJUBA ANKRD13C ARG2 ARL4C BAG3 BMF BMP5 BMPR1A BTG2 CA8 CABLES1 CABP7 CCL2 CCR7 CD109 CD9 CEBPA CEP131 CEP19 CHRDL1 CLCN4 CLDND1 CLN3 CMTM3 CNR2 CREB5 CROCC CSTF3 CUL1 CXCR2 CXXC5 CYP1A1 CYP1B1 DAG1 DAGLB DAXX DDHD1 DDIT4 DMTN DNAL4 DSCR4 EEIG1 EEPD1 EGR1 EIF3H ELAC1 EPB41L3 ETS2 EXOSC10 FAM171A1 FMNL1 FUCA1 FUT7 FZD7 GAD1 GALNT2 GCSAML GLCCI1 GNG11 GPR146 GPR183 GPR45 GPR68 HAS3 HBEGF HERC2 HJURP HMGCL HS6ST1 IGFBP4 INPP1 INTS9 IRF2BPL ITGAL JPH1 KAT2B KATNB1 KCNAB2 KHNYN KIF26A KIF5C KIT KRCC1 L3MBTL3 LACC1 LDLRAD4 LINC00301 LINC01579 LPXN LRP5 LRRC4 LRRC47 MACC1 MAD2L2 MAPK6 MBP MEF2A MICAL2 MMP14 MN1 MTRF1 NACC2 NCF4 NCOA3 NKAIN2 NPEPPSP1 NUDT11 NYNRIN OSBPL1A PADI4 PARP2 PEMT PGAP4 PIEZO2 PKIA PLAU PLCH2 PMS2P5 POLL POLR3D PPIF PPP2R5C PRDX5 PRKAG2 PRSS23 PTCH1 PWP1 RAB38 RFTN1 RGL1 RGS10 RHOBTB3 RHOU RNF128 RNF144A RSAD2 SCAND3 SECTM1 SEMA4A SEPHS2 SETDB2 SIGLEC15 SIPA1L2 SLC12A7 SLC17A5 SLC7A11 SLCO4A1 SMIM3 SOS1 SPATA5L1 SSH1 STK10 STOM STON1 SYNJ2 TACC1 TBC1D14 TBC1D8 TIPARP TMEM131L TMEM51 TNFSF14 TNS1 TSC22D3 TTC39C TUBB2A TUBB2B UQCC4 VDR WASF3 WWC3 XYLT1 YAE1 YPEL4 ZBED1 ZBTB21 ZBTB4 ZMIZ1 ZNF107 ZNF395 ZNF528 ZNF557 ZNF622 ZNF704 ZSCAN5A ZXDB ZZEF1 GSE6259_CD4_TCELL_VS_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6259_CD4_TCELL_VS_CD8_TCELL_DN ADAM8 ADAP2 ADAR ADGRG7 AKR1B10 ANGPTL3 APOBEC1 ARHGAP10 ARHGAP17 ARHGEF7 ARID1B ARID4A ATL3 ATP6V0D2 ATP6V1D BCAR3 BICRA BID C1orf162 CALHM6 CAP1 CAPN2 CASP4 CASP8 CATSPERZ CBY1 CCDC180 CCR2 CD300C CD300LB CD48 CDS2 CERK CFAP210 CGAS CHD9 CLCC1 CLN6 COPG2 CPNE2 CREG2 CRIPT CRYBG1 CTTNBP2NL CYFIP1 DAAM1 DBNL DENND6B DGUOK DHX58 DOCK4 DOK3 DSE DTX2 DYRK1A EHD4 EP300 F13A1 FAM241A FAP FBXO6 FCGR1A FEM1C FNIP2 FRMD4A FRMD4B GALNT7 GOLPH3L GPR141 GSAP GTPBP2 HERPUD2 HLA-A HLA-G HPGDS HSH2D HTR2B HTRA4 ICAM1 IFI16 IFI30 IFI35 IGF1 IL10 IL15RA IL18BP IL6R IL7R IQGAP2 IRF2 IRF7 ITM2B ITPR1 JAK1 KAT2B KDM6A KLF3 KLRK1 LAMTOR3 LPIN2 LY9 MDM2 MOB3B MUS81 MXD1 MYO1G NAGA NDRG1 NIBAN1 NLRC5 NR1H3 NUDT13 NUP98 OGFR OLFM1 OTUD5 P2RY14 P2RY6 PACS2 PARP8 PDCD6IP PDE5A PEAK1 PFKP PIK3AP1 PLCL2 PLD4 PLEKHA2 PLEKHM1 POC1A PPP4R1 PRCP PRKX PTK2B PTMS RAB31 RAB9A REEP3 RFTN1 RIGI RILPL1 RIN2 RNF135 RNF149 SASH3 SCYL2 SDC4 SFXN2 SIRT1 SLC11A1 SLC27A1 SLC31A2 SLC44A1 SMCR8 SNAP23 SNN SNX12 SOS2 SP2 SREK1IP1 STAT2 STOM STX12 STX7 SYNJ1 TAF3 TAOK3 TASL TET2 TGFBI THEMIS2 TIAM1 TLR8 TMEM131 TMEM43 TNFSF10 TPD52 TRIM14 TRIM25 UBXN2B USP25 VCAN WRN ZC3H12D GSE6259_CD4_TCELL_VS_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6259_CD4_TCELL_VS_CD8_TCELL_UP ADAM12 ADAMTS2 ADGRL1 ADPGK AEN ALDH1A2 ANGPTL4 ANKRD1 ARHGAP23 ATP2B4 BBS2 BCKDHB BMP2 BNC2 BUB1B C1orf21 CACNB3 CALD1 CAVIN1 CCL22 CCL7 CCNA2 CD33 CENPE CEP55 CH25H CHL1 CHSY1 CKAP2L CLIP3 CNPY2 COBLL1 COL24A1 COLEC12 CPXM1 CSF1 CTSD CTU2 CXCL13 DAZAP1 DCBLD2 DCTD DDR2 DSEL EFEMP2 EFNB2 EGLN3 EIF3L ELOVL5 ELOVL6 EMILIN2 EPAS1 EPHB4 EPHX1 ESYT2 EZH2 FABP7 FAM162A FAT1 FBLN1 FGFR1 FLNC FLT4 FSTL1 GAS1 GATA6 GJB3 GORASP2 GPD2 GPM6A GPRC5B GPT2 GPX8 H2AC15 H4C4 HSP90B1 HSPB1 IGFBP6 IL1A IL22RA1 IL6 ITGAX JAM3 JPT2 KANK2 KIF23 KYAT3 LAMA5 LAMB2 LAYN LGI2 LGR4 LIX1L LRP8 LTBP2 MANBA MCEMP1 MCM5 MDN1 MICALL2 MMS22L MPZL2 MYH10 NAT10 NDC1 NETO2 NHP2 NOP16 NPAS3 NPDC1 NPL NT5C3B NUP35 NXN OGN P3H4 PA2G4 PCOLCE PDLIM7 PFAS PHLDA3 PLAUR PLCG1 PLEKHH2 PLXNA4 POLR1B PRDX2 PREP PRKD1 PRMT7 PRR11 PRXL2C PTGR3 PTPN14 PTPRS RASL11A RGS16 RHOJ RND1 RPL36A RPLP1 RPN2 RPS10 RRP9 RTN1 S100A16 SC5D SCHIP1 SEC61G SEMA4B SERPINF1 SHB SLC1A2 SLC25A13 SLC7A6 SLIT3 SMO SORT1 SPATS2 SPRR2E SRGAP1 TAFA5 TAGLN TCN2 TEAD2 THAP12 TIMM23 TIMP1 TKFC TMEM108 TNFAIP6 TPSB2 TRIM24 TRIP6 TSC22D1 TSHZ2 TSKU TSPAN4 TUBB2A USO1 VEGFD WDR83OS WWTR1 XRCC5 ZBED3 ZBTB20 ZMAT3 GSE6259_DEC205_POS_DC_VS_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6259_DEC205_POS_DC_VS_BCELL_DN ACAP2 AIDA AIF1 ANAPC7 ANXA4 AOAH ARF4 ARHGAP30 ASB13 ASPRV1 ATP11A ATP8B4 AZI2 BBX CACNB3 CARMIL1 CCNJ CDC37L1 CENPC CEP43 CFB CHMP4B COMMD3 COPB1 COPS7A CSRP1 CXCL9 CYBA DAXX DCLRE1C DDX52 DDX60 DENND6A DNASE1L3 DPY19L3 EDEM1 EEF1E1 EIF2AK2 ETNK1 EXOC1 FCGR1A FSCN1 GADD45B GBP2 GBP4 GBP5 GFM2 GRN GSDMD GZMB ICAM1 IFI16 IFI30 IFI44 IFIT1 IFIT2 IFT52 IL15 IL15RA IRF7 IRGM ISG15 KDR KEAP1 LGALS3 LGALS3BP LGALS9 LIF LILRB4 LITAF LRP8 LY75 MAPK9 MIF MINDY3 MOV10 MRPL39 MSR1 MSRB1 MYBBP1A N4BP1 NAA20 NCL NFKBIA NMI NMRAL1 NOD1 NOM1 NR1H3 OAS2 OCIAD1 PARP14 PDE7B PFDN2 PHF11 PIK3AP1 PLAC8 PLIN2 PML PNPT1 POGLUT1 POLR1C POLR2G POLR3B POLR3C POMT2 PPA1 PPM1K PRR13 PSMB10 PSMB4 PSMB8 PSMB9 PSMC5 PSMC6 PSME1 PSME2 RAB22A RANBP2 RAPGEF2 RASA4 RBM28 RCC2 REXO4 RFC3 RNF114 RNF19B RPL7L1 RPL8 RPS18 SELENOW SERPINB9 SETDB2 SF3B2 SH3BP2 SHMT2 SLAMF8 SLAMF9 SLC15A3 SLC25A22 SLC6A6 SMCHD1 SMCR8 SNAPC4 SSH2 STRIP2 STX16 TBCK TDRD7 TGFBI TLR9 TMBIM6 TMCO4 TMEM171 TMEM184C TMEM199 TMEM39A TNIP1 TPST1 TRIM21 TSPO TXNDC16 USO1 USP5 VWA5A WDR91 XAF1 XRN1 ZBP1 ZBTB32 ZCCHC2 ZNFX1 GSE6259_DEC205_POS_DC_VS_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6259_DEC205_POS_DC_VS_BCELL_UP ABCA9 ABTB1 ACOX2 ACSS1 ADRA2A AIF1L AIFM3 ALG13 AMIGO1 AQP6 ARRDC5 ATP6V0E2 BBS1 BCO1 BCORL1 BEST3 BIK BPIFB1 CACNA1G CACNB2 CBLIF CBLN3 CCDC120 CCDC74A CD276 CDH4 CES2 CFC1 CHRNA4 CHRNB1 CNKSR1 COLEC10 COLEC11 COQ9 CPLX3 CPN1 CRYGA CSPG4 CTSF DAO DCBLD1 DIO3 DLGAP1 DMP1 DMRT1 DNAJC5B DNAJC5G DRD2 ECEL1 EFNA2 EPN2 EPPIN ESX1 EXT2 FBXO40 FGD5 FGF9 FGFR3 FGFR4 FOXB2 FTCD FZD8 GABRA3 GARIN3 GCOM1 GDAP1L1 GGT6 GLP2R GML GMPR GNG7 GPHB5 GPR3 GPS1 GPSM1 GRIN1 GSTM2 GUCA2A GUCY1A2 HECW2 HFE HIF3A HMGA1 HOXA10 HPCAL1 HPN HRH3 HS6ST3 IL20 IQCD ITGAD KCNJ11 KCNK1 KIFC3 KRT12 KRT35 KRT75 LY6G6D MAP3K6 MAPK8IP1 MDFI MEGF6 MEOX1 MIR296 MIR338 MRGPRX1 MXD3 MYOZ3 NAT14 NEK8 NKX2-6 NRBP2 NTM OLFM1 PLAC9 POLR3K PPM1L PPP3CC PRG2 RAB33A REEP1 RS1 RTBDN SCUBE1 SHPK SIX5 SLC25A47 SLC26A9 SLC49A4 SLC4A3 SLC7A14 SMAD6 SNAPC5 SOX14 SPACA4 SSBP3 STARD10 STRC SUPT20HL1 TBC1D10B TCHH TGM1 THSD4 TICAM2 TMEM200C TMEM212 TMEM74 TMPRSS4 TNR TPH1 TRIM75 TSPAN15 UGT3A1 UNC45B UNCX VGLL1 YPEL3 GSE6259_DEC205_POS_DC_VS_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6259_DEC205_POS_DC_VS_CD4_TCELL_DN ABHD12 ACVR1B ALDH1L2 ALKBH4 ANAPC15 ANKH ANKRD10 AP1B1 AP5B1 APEX2 ARHGEF1 ARL13A ARL4A ARMCX2 ASB4 ASCL1 ATP11C B3GNT8 BAX BDH1 BEND5 BHLHE40 BTC CCAR1 CCDC86 CD247 CD6 CDK13 CHERP CHURC1 CIC CKAP4 CNOT11 COQ6 COX16 CREBBP CYLC1 DDRGK1 DGCR6 DHX30 DNAJB4 DTWD1 DXO EIF3B EIF3G ELF3 ENOPH1 ENTPD6 ERAL1 EXOC2 EXOSC1 EXOSC4 EXT1 FADS6 FAM204A FAM227B FBXO10 FBXO41 FHOD3 FOXN3 FPR3 FSCN3 FUCA1 FYN G3BP1 GAA GABRG2 GATD1 GCSAM GJB1 GLE1 GNL3 GPATCH4 GPM6A GPR174 GSTM4 HADHA HIVEP3 HPCAL4 HSD17B14 IFIT1B IP6K1 IRF2 ITFG2 KCNK6 KCTD14 KXD1 LHX6 LIPT2 LMNB2 LONP2 LPXN LRRC14 LRWD1 LSM2 LYAR MAP2K2 MAP3K14 MAPK6 MCAT MCM2 MED13L MED24 MRPL37 MSN MTUS1 MYCBP NAV3 NFYA NIN NKRF NMNAT3 NOMO1 NRM NUDCD2 NUP155 NUP54 NXPE3 OR7C1 PATJ PBX1 PCDHB7 PHLDA3 PIGY PIP5K1C PKD1 PLCG1 PLD1 PMF1 PNMA8B PNPLA1 POLR1C PPIG PPM1G PPP4R3B PRKCSH PRR9 PSMG2 PYM1 QSOX1 RAB11B RAB35 RAB36 RAD1 RALGPS2 RAP2B RAPGEF1 RASL11B RASSF2 RBM34 RBM38 RCC1L REEP1 REV3L REXO4 RFFL RNF103 RNF220 RNF44 RPL36 RRAS2 S100A8 SACS SAG SCARB1 SEC14L5 SELENOP SET SH2D2A SH3BP5 SHMT2 SLC23A3 SLIT2 SMARCC2 SNHG32 SNHG7 SPAG16 STPG1 SYNRG TACC1 TFAP4 TNRC6B TOMM20 TTC13 TUFM UBE2N UGGT1 USP39 VAMP2 VPS33A VPS4A WDR33 WDR73 WDR82 ZBTB8A ZC3H12D ZC3H8 ZDHHC12 ZFP64 ZNF346 GSE6259_DEC205_POS_DC_VS_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6259_DEC205_POS_DC_VS_CD4_TCELL_UP AADAT ABRACL ACSL3 ADPRH AK5 ALKBH3 ANKRD6 AUNIP B4GALT4 BAHD1 BARX2 BCKDHB BTF3 C6orf118 CARF CARTPT CBFA2T2 CCDC183 CCDC61 CCN4 CCSAP CDCA3 CDH2 CENPJ CENPU CHORDC1 CLIC4 CLPX CNN1 CNRIP1 CNTROB COG4 CR1L CRABP2 CSF2RA DAAM1 DDHD1 DERL2 DMBX1 DNAJC12 DUOX1 DYDC2 DYNLT2B DYNLT3 EBF1 EML2 EMP3 ENOX2 EXOC5 F5 FAM193B FAM241B FBXO3 FEZ2 FRMD5 FZR1 GABARAPL1 GIPC3 GLB1 GSTO1 GTDC1 HBP1 HEBP2 HECA HEPHL1 HIF1A HNRNPA0 HSD17B3 HSPA2 HSPA4L IFIH1 IGF1 IKBIP IL18RAP INSYN1 IREB2 JUNB JUND KCNG4 KCNK5 KCTD9 KIAA0319 KIF21B KIFAP3 KLC3 KLHDC1 LAMTOR4 LIMD1 LPIN2 LRRC4C LRRC59 LRRK2 LSS LTN1 MAN2A1 MANF MARCHF6 MARK3 MARVELD1 MFSD2A MICAL1 MKLN1 MORC2 MYOF NAB2 NAXE NFIC NFKBIL1 NPAS1 NR3C2 NSDHL NUP107 NWD2 P2RX2 P2RY10 PDCD10 PDZD8 PFDN4 PFKP PIK3AP1 PITPNM1 PKN3 PLEKHA2 PLXND1 PNRC1 POU6F2 PPP1R18 PRF1 PRPF6 PSMB10 PSMD14 PSPH PTBP3 RAB7A RAD17 RALA RANBP9 RAP1A RBBP5 RBL1 RNASE10 RNASEL RNF135 RNF145 RSPH3 S100A5 SELENOS SF3B2 SH3GL3 SLC17A6 SLC27A3 SLC2A8 SLC43A3 SMC4 SNX21 SPON2 SPRY2 SRP54 SSTR3 STK17B STS SURF1 SYPL1 TARS1 TARS3 TBK1 TECPR1 TEKT4 TF TFAP2D TIA1 TIRAP TM2D1 TMEM120A TMEM165 TMEM168 TMEM52 TMOD1 TMPO TPX2 TRIM5 TRIP4 TTLL9 TUBE1 UBE2U UBXN2B VAMP7 VEZT WDR83 WDR91 WRAP73 WTIP ZBTB33 ZC4H2 ZCCHC18 ZFAND1 ZNF219 ZNF260 ZNF768 GSE6259_DEC205_POS_DC_VS_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6259_DEC205_POS_DC_VS_CD8_TCELL_DN ABCA2 ACE ACY3 ADCY6 ADGRL1 AFAP1L1 AHDC1 AHNAK ANGPT2 ANKS1A ARAP3 ARMCX4 BAHD1 BEND3 BHMT BPIFB3 CACNB2 CAPN5 CARMIL1 CASR CCDC153 CCDC40 CCND2 CCR2 CD300A CD80 CDKN2B CFAP70 CFI CHST5 CNKSR3 COL10A1 COX6B2 CPEB1 CPEB3 CPPED1 CUL7 CUX1 CX3CR1 DAAM1 DNMT3A DOCK5 DSG2 EHBP1L1 ENG EPS8 EXT2 FBXL19 FFAR3 FGF21 FGF3 FHL1 FUT2 FYB1 GATC GCNT2 GFRA1 GLIPR2 GLIS2 GLYCTK GNG7 GRIK5 GUCY2F HOXC6 IER3 IKBIP INF2 IRF4 IRX6 JARID2 KCNH2 KCNJ13 KLHL22 KRBA1 KRT72 LDLRAD3 LEF1 LGALS12 LIN28A LPAR4 LPIN1 LRTM2 MADCAM1 MAP4K2 MEFV MEG3 MELTF MEX3A MOV10 MPP3 MYO18B MYO1F NCR1 NEK6 NNAT NRIP2 OTOS OTULINL PCBP3 PHC1 PIK3R6 PIM2 PLA2G5 PLCG1 PML PPP2R3A PRDM14 PRKCE PRKCH RAD54L2 RASGEF1A RBM47 RBM4B RECK RIPOR3 ROBO4 RPL27 RPUSD2 RUNX3 S100A11 SELPLG SERPIND1 SH3GL3 SIK1 SLC25A23 SLC39A4 SLC7A13 SNX18 ST3GAL4 STAP2 STX3 SYNE2 SYNJ1 TDRD5 TM4SF19 TMEFF1 TMEM104 TNFRSF25 TRPS1 TSPAN6 UMOD UNC5D USP22 USP45 VANGL2 VAT1 VCL XRCC3 XYLT2 ZBTB10 ZC3H12C ZFR2 ZMAT3 ZYX GSE6259_DEC205_POS_DC_VS_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6259_DEC205_POS_DC_VS_CD8_TCELL_UP ACOT7 ACSS1 ACTR3 ADA AICDA AIP AKIP1 ALDH2 ANAPC2 ANGEL2 ANTXR2 ANXA2 AP1M1 AP2S1 ARHGDIA ATF4 ATG3 ATP2A3 BEND5 BIN1 BLK BLVRA BMAL1 BRK1 BUB3 C3orf14 CALM1 CAPNS1 CAPZB CAT CCDC134 CCNI CD37 CDK9 CENPS CERK CLP1 COMMD7 CORO1A COX7A2L CPM CSK CSRP2 CYP39A1 DCAF5 DHPS DNAJC7 DOK3 DRAP1 DTNBP1 EIF3H EIF6 EMC4 ENOPH1 ENTPD5 EPSTI1 FADS2 FAM53A FCRLA FIS1 FTH1 GABARAPL2 GLRX GLUD1 GNA15 GNAI2 GNG10 GPS2 GPSM2 GTPBP2 H1-0 HAAO HIBADH HLA-A HSDL2 ILDR1 IRAG2 IRF3 ITGB1 ITGB7 JPT1 KRCC1 KRT222 LBR LGALS1 LMO2 LYPLA2 MAP4K1 MBNL3 MED16 METTL9 MICOS10 MICU2 MID1IP1 MLF2 MRPS26 MRPS33 MS4A1 MYBPC2 MYL6 NECAP2 NEURL3 NIPSNAP1 NMI NOP56 NOXRED1 NUBP2 OGFRL1 OMA1 OTUD5 PARK7 PDE2A PDE3B PELI1 PLEKHF2 PLEKHO1 PLPBP PNP POLD4 POLI POLR1D PPM1M PRCP PRKAR2A PRKRIP1 PRPSAP2 PSMB8 PSMB9 RAB28 RAB4B RDH12 RDM1 RETREG1 RGS10 RGS18 RGS2 RHOG RHOH RIPK3 RNF115 RNF19B RPLP2 RPS23 SCYL1 SELENOW SERP1 SGPL1 SIGMAR1 SKAP2 SLC25A11 SLC28A2 SLC41A2 SMAGP SMIM14 SORBS2 SPATA6 SPTSSA SSBP3 SUSD1 TBCA TCF3 TIMM17B TMEM128 TMEM234 TMEM242 TMEM9B TOMM20 TPD52 TRAF1 TSPAN13 TSPO TTC7B TUBA1A TUFM TXN UBE2G1 UGP2 UNC93B1 UQCC1 UQCRC1 UQCRQ VDAC2 XRCC1 ZBTB7A ZFAND6 GSE6259_FLT3L_INDUCED_33D1_POS_DC_VS_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6259_FLT3L_INDUCED_33D1_POS_DC_VS_BCELL_DN ABCA1 ABCD1 ABLIM1 ADAM9 ADD1 AFF1 AMN1 ANAPC13 AP2S1 AP3M2 ARHGAP1 ARHGAP12 ARHGAP25 ARID4A ATP2B1 ATP6V0D1 ATXN7L3 BCL10 BCL11B BRWD3 C1orf35 CARD6 CCDC82 CCM2 CDC25B CENPE CENPO CEP55 CHD2 CHMP1A CHST11 CKAP5 CLN5 CNOT1 CPT1A CWC25 DEK DENND6A DIAPH1 DNAJC5 DNM2 DNMT1 DNTT DOP1B DTX3L DUBR ENSA EP300 EPB41L2 EZH1 FAM156A FCHSD2 FDPS FGFR1OP2 FLOT1 FOXJ2 FOXO3 GABARAP GAS2L3 GBP4 GDI2 GLB1 GPCPD1 GPI GSDMD H2BC3 HELZ2 HMOX2 IFNAR1 IFT140 IFT172 IKZF1 ITPR2 JAK1 KCTD9 KDM4A KRBA1 LAMTOR4 LCP2 LGALS1 LGALS9B LLGL2 LRIG1 MAML1 MAP3K3 MAPKAPK3 MAST3 MCOLN1 METTL27 MGRN1 MKI67 MORF4L1 MTA3 MTSS1 MUS81 N4BP2 NAIF1 NBEAL1 NBR1 NCAPD2 NCOA2 NDUFA3 NEIL3 NFATC2 NFATC2IP NIPA1 NOD1 NPAS2 NRDE2 NRP1 NUMB PAGR1 PAK6 PANK2 PBX2 PCMTD1 PCYT1B PDE3B PDHA1 PDLIM1 PHIP PHKA2 PHTF1 PIKFYVE PIMREG PITPNM1 PPM1H PPP1R12A PRF1 PRIMPOL PRKDC PRR11 PRR13 PSENEN PSTPIP1 PXN RACGAP1 RAD51AP1 RELCH RELL1 RFX3 RFX5 RMND5B RNASE4 RNASEL RNF114 RTF2 S100PBP SERTAD1 SESN3 SFMBT2 SGK1 SGMS1 SKI SLBP SLC25A24 SLC43A3 SLC6A19 SLCO3A1 ST6GAL1 ST8SIA4 STON2 STX2 SUPT20H SYAP1 TAF1 TAF7 TBC1D10B TBK1 TECPR1 TERF1 TM9SF1 TMEM129 TMEM63A TPD52 TPP1 TSC22D4 TSPAN14 TUT4 TXNDC12 UCKL1 UNKL USP18 UVSSA UXS1 VPS26C VPS4B WAS WASHC1 WASHC3 WDR76 WLS ZBTB4 ZBTB8OS ZC3H6 ZFAND3 ZMAT1 ZNF512 ZNF841 ZRANB3 GSE6259_FLT3L_INDUCED_33D1_POS_DC_VS_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6259_FLT3L_INDUCED_33D1_POS_DC_VS_BCELL_UP AARSD1 ADAP1 ADPGK AKNAD1 AKR7A2 ARL1 ARMC1 ARMC6 B3GALNT2 BEND3 BEX1 BMP8A C1QTNF2 C3orf80 C8orf76 CAD CARNMT1 CASQ2 CCT3 CD2 CD53 CDPF1 CETN3 CHCHD1 CHCHD4 CLNS1A CLUH COL8A1 CORIN CRLS1 CYB5B DAB1 DCST2 DCUN1D5 DDX10 DDX21 DDX31 DDX39A EIF2B5 EIF3I EIF5 EMC6 ENO3 ERH EXOSC5 FAM185A FARSB FBXO31 FGD2 FGD6 FITM2 FKBP11 FXN GCAT GEMIN6 GET1 GIMAP4 GIMAP6 GIMAP7 GLRX5 GLS GNPTAB GPD1L GPR65 GTF2E1 GTF2H2 HACD1 HECTD1 HSPE1 IMP4 INSIG1 ITIH5 LSM12 METAP2 METTL13 METTL5 MGAT2 MIPEP MPC1 MRI1 MRM3 MRPL12 MRPL21 MRPL46 MRPS10 MRPS22 MRPS30 MRPS34 MSANTD3 MTG1 MYCBP NAF1 NAGPA NDUFA5 NDUFAF6 NDUFB2 NHP2 NINJ1 NMD3 NME6 NOC4L NOL11 NOP16 NOP9 NR2E3 NRBF2 NSFL1C NSUN5 NTMT1 NUBP2 NUFIP1 OGFOD2 OGFOD3 OLA1 ORC2 PARP1 PCNX4 PES1 PHB1 PIGU PIM3 POLD2 POLR1F POLR1G POLR2K POLR3A PPARA PQBP1 PRDX3 PRMT3 PSMB5 PSMG3 PTPMT1 PWP2 RAE1 RAP1GAP2 RASGRP2 RCE1 RECK RGS10 RPAP3 RPL35 RPP14 RPUSD2 RRP9 RSAD1 RXYLT1 SAMM50 SCO1 SDF2L1 SEC24D SELENOI SERP1 SLC25A32 SLC30A4 SLC39A10 SLC44A2 SMYD2 SNAPC1 SNRPA1 SPATA5L1 SPCS3 SRSF7 ST13 ST6GALNAC4 STARD7 TEX29 TIMM21 TIMM23 TMED5 TMEM150A TMEM223 TMEM243 TNK2 TOP1MT TPP2 TRIML1 TRMT10C TRMT61A TTC30A TXNRD3 UBE3D UCHL3 UQCC6 UQCR11 UQCRFS1 USP14 USP16 UTP4 UXT VAT1 WDR18 WDR75 YBX3 YIPF6 ZFP36 ZNF235 ZNF428 ZNRD2 GSE6259_FLT3L_INDUCED_33D1_POS_DC_VS_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6259_FLT3L_INDUCED_33D1_POS_DC_VS_CD4_TCELL_DN AKT1 ALDOC AP1S3 ARMCX4 ARSB ASB2 ASL ATP5F1E AURKAIP1 BHLHE40 BRI3BP BZW2 CACNB3 CCDC69 CCDC88A CCND3 CD24 CDKN3 CDV3 CENPQ CHEK1 CKB CKS1B CLDN6 CLEC4G CLSPN CNN2 CNOT6 CORO2A CRIP1 CS CTPS1 DAZAP1 DDX19B DDX27 DNAJC9 DNTTIP1 DOCK10 DPP4 EDF1 EIF2S1 EIF3B EIF4ENIF1 ERH EVI5L EZH2 FAM149A FFAR2 FGFR1OP2 FLT3 FYN GEN1 GINS4 GLRX2 GPM6B GPR153 GPR33 GPR82 GRAP2 GSTCD GTPBP4 GTSE1 H1-6 H2AC15 H2AC21 H4C14 H4C4 HAUS8 HDAC1 HIRIP3 HJV HSPA14 HUWE1 ITGAE ITGAX ITGB7 KCTD1 KIF21B KLRD1 KLRK1 KMO KNL1 KYNU LIG1 LSM1 LY75 MAP4K1 MBP MCM10 MCM4 MDH2 MICAL1 MPZL2 MREG MRTO4 MTHFD2 MVB12A NEDD4L NELFE NET1 NHP2 NONO NOP16 NOP53 OFCC1 OLA1 OSBPL3 OSTF1 PA2G4 PDCL3 PLP2 POLE POLR1E POMP PPM1G PPM1M PPP1R11 PRKAB2 PRPF40A PRSS3 PUS1 QPCT RAB4B RALA RBM3 RIN3 RNASEH2B RPL12 RPL26 RPS11 RPS15 RPS19 RPS20 RPSA RPUSD4 RRAS2 S100A11 SCRT2 SEPTIN6 SERF2 SF1 SINHCAF SNRPG SOCS2 SPATA5 SPC24 SRGAP3 SSX2IP STRBP STRIP2 SUV39H1 SYCE2 TBC1D8 TBRG1 TCERG1 TFAM TMEM198 TMSB10 TOPBP1 TRIM59 TRIP13 TULP3 TXNDC15 UBE2D2 VRK1 WDFY4 XCR1 YBX1 ZBTB46 ZDHHC18 GSE6259_FLT3L_INDUCED_33D1_POS_DC_VS_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6259_FLT3L_INDUCED_33D1_POS_DC_VS_CD4_TCELL_UP ABCA9 ACOX1 ADAM10 ADAM15 ALOX5 AOAH ATP6V0D2 BANK1 BLVRB C1QTNF1 C1S CALCRL CALHM6 CCL24 CCL7 CCL8 CD163 CD84 CDC42BPA CFH CLTC CMAHP CMKLR1 COPZ2 CP CSF3R CTSA CTSF CX3CR1 CXCL13 DCLRE1C DDX60 DENND6A DMXL2 DPPA3 DPYSL3 DRAM2 DSE DST DUSP6 DUSP7 ELF2 EPO ETV1 ETV5 EYA4 FAM20C FBLIM1 FBXL5 FOLR2 GAB1 GALC GAS7 GBGT1 GNG7 GPR146 GPR75 GPX2 GPX3 HACD4 HGSNAT HK3 HOXA11 HPGD HPGDS HS1BP3 HS3ST3A1 IGF1 IGF1R IGF2BP3 IL10RB IL15 IMPACT INSR IRAK3 ITSN1 KCNJ10 KCNK13 KLK11 LAMC1 LAP3 LCP2 LGALS8 LGALS9 LIFR LRP6 LRRC25 LRRC8A LST1 LY86 LYVE1 MAF MAMDC4 MAN1C1 MAPK8 MERTK MFSD11 MGP MMP2 MPP1 MTNR1B MTUS1 NCF2 NLRC4 NPL NUPR1 OCRL P2RX4 P2RX7 P2RY12 P2RY6 PARP14 PDGFC PELI2 PHYHD1 PLA2G15 PLA2G2D PLD3 PLEKHG5 PLOD1 PLXNA4 POGLUT3 POU2F2 PRMT9 PSD3 PTGFRN PTPRB RALGPS2 RAPGEF5 RASGRP1 RBSN RIPK1 RNF185 ROCK2 SCAMP1 SELENOF SELENON SERINC3 SERPINF1 SGCE SLC11A1 SLC16A7 SLC1A3 SLC28A2 SLCO2B1 SNX27 SNX5 SNX6 SPATS2L STAB1 TBK1 TEF TEX12 TFPI TIGD2 TLR1 TLR8 TM9SF4 TMEM141 TMEM37 TMEM59 TMEM9 TPP1 TPPP TRPV4 TTYH2 UBE2Q2 VSIG4 WWP1 XPR1 ZDHHC11 GSE6259_FLT3L_INDUCED_33D1_POS_DC_VS_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6259_FLT3L_INDUCED_33D1_POS_DC_VS_CD8_TCELL_DN ABR ACP5 ACVRL1 ADAMDEC1 ADGRG5 ADGRL3 AKNA ALCAM ALDOA ALDOC AMPH ANPEP AP1S1 APOC2 ART3 ATOX1 AXL BHLHE40 BTBD16 C1orf54 CADM1 CARD11 CATSPER4 CCDC113 CCDC134 CCL17 CCL22 CD22 CD72 CD74 CD9 CEP43 CFHR1 CIDEB CS CSF2RA CST7 CSTA CTPS1 CTSZ DMXL2 DNA2 DNASE1L3 DOCK5 DPP4 DPPA3 DTX4 DUS4L EIF2AK1 FANCB FBXO42 FDPS FUCA2 GAB2 GAMT GDE1 GM2A GPM6B GRAP2 GTF2F2 GTF2H2 GYG1 GZF1 H1-6 HAUS8 HCLS1 HEBP1 HIC1 HTATIP2 IFI30 IHO1 IL12B IQCF3 ITGA8 ITGA9 ITGAX ITM2C JAML KLHL1 KYNU LAG3 LSM5 LTA4H LYPLA2 MAB21L3 MANSC1 MBD2 MDH2 MICAL1 MIR216B MMP12 MMP2 MORC1 MTERF2 NAPSA NCLN NFKBIE NMT1 NONO NOP16 NR2F6 ODAD4 OLFML3 OSBPL3 PDCD1LG2 PDCL3 PEX10 PFKP PILRA PIP5K1C PLA2G7 PLPP5 PMEPA1 PRMT6 PRSS45P PSMC3 PYGL RAB27A RGS1 RPA1 RPL14 RUNX2 SEC14L3 SLC22A9 SLC25A38 SLC35C2 SLC35G3 SLC44A2 SORL1 SPATA5L1 SSR1 SYNE1 TALDO1 TBC1D8 TCTN3 TDGF1 TGFBI TGFBR1 THAP12 TKT TMEM154 TNNI2 TOMM70 TSPAN13 TSPAN33 TSSK2 USP12 VASP YJU2 ZMAT4 GSE6259_FLT3L_INDUCED_33D1_POS_DC_VS_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6259_FLT3L_INDUCED_33D1_POS_DC_VS_CD8_TCELL_UP ABHD2 ACTL7B ACVR2A ADA ADAM33 ADD3 ADGRE1 AHNAK APP ARHGAP35 ARHGEF5 ATP6V0A1 ATXN7L1 B4GALT6 BIRC5 BLOC1S5 BRI3 CAST CCL2 CCL24 CCL28 CD163 CD36 CDC42BPA CDK14 CDKN2C CDR2 CDX2 CERS2 CFH CHST7 CLIC1 CLPX CMAHP CMTM3 CRKL CTSD CTTNBP2NL CTU2 DKC1 DTNB EGFR EHD4 EIF4EBP2 EMP3 EPS8 ERBB3 F13A1 FADS2 FBP2 FGFR1 FHL2 FOLR2 GLUL GNA11 GPN1 GPR143 GRN GTF3C4 HEXD HTR2A IGFLR1 IL5 INSR IQGAP2 ITPKA JPT1 KCNIP4 KCTD20 KLF3 LAMC1 LANCL1 LENG9 LGALS1 LYVE1 MAD2L1BP MEF2C MKRN1 MOSPD1 MRC1 NECTIN3 NELFB NIPAL2 NME4 NRF1 OXCT1 PABPC4 PALB2 PARP14 PCDH7 PCK2 PEG10 PID1 PLAC8 PM20D1 PPP4R1 PRRC1 PSD3 PTK2 RAD51B RASGRP3 RBM15 RHOBTB1 RNF141 RRAS S100A4 SCN3B SERINC2 SERINC3 SERPINF1 SETD7 SH2D4A SIRT6 SLC12A2 SLC14A1 SLC16A11 SLC28A2 SLC35C1 SLC35E3 SLC7A13 SMAGP SP6 SPATS2L SPTLC2 STOM STXBP6 SYPL1 TBC1D10B TENT4A TEX12 TMEM117 TMEM141 TMEM45B TNFAIP8L1 TPK1 TRIM2 TSPAN12 TSPAN17 TSPAN5 TST UBTFL1 WDCP WWP1 YPEL1 YPEL5 ZFPL1 GSE6259_FLT3L_INDUCED_DEC205_POS_DC_VS_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6259_FLT3L_INDUCED_DEC205_POS_DC_VS_BCELL_DN ABHD2 ACACA ACTN1 AKNA ALDH18A1 ANLN ANPEP ANXA6 AP1M1 AP1S3 AP2S1 ARHGAP26 ASAP1 ASPM ATOX1 BHLHE40 BIRC5 BTLA C1orf54 CCDC88A CD180 CD24 CD8A CDK14 CDKN2C CENPE CENPH CHEK1 CHST15 CKB CKS1B CLDN1 CLEC9A CLIC1 COPS7B CORO1A CS CST3 CST7 CYB561A3 CYP51A1 DAPK1 DKC1 DNA2 DOCK5 DTNB EPHX3 ESCO2 EZH2 F2RL2 FAM149A FANCD2 FBXO21 FLT3 FNBP1 GALK2 GCSAM GEN1 GM2A GPR179 GPR68 GTF2H2 H1-3 H2AC8 H2BC14 H4C14 H4C4 HM13 HMGN3 HSDL1 HTR7 IKZF1 ITGAE ITM2A KCTD20 KIF11 KIF15 KIF20B KLHDC4 KLHL1 KNL1 KNTC1 LANCL3 LGALS1 LMBR1L LRRK2 LSM2 LSP1 LTA4H LY75 LYST MACROH2A1 MAP4K5 MCM7 MIR142 MIR380 MKRN1 MOB3A MREG MRPL49 MRPS27 MYBL1 MYCL N4BP2 NAALAD2 NAGA NCAPD3 NCAPG NCAPH NRF1 NUP210 NUP43 PBK PCDH7 PCNX3 PCTP PDIK1L PDS5A PLEKHM3 POLB PPM1M PRC1 PRKAG2 PROX1 PRRC2A PRSS3P1 PSMA5 PTCD3 RAB30 RAB39A RASGRP3 RPL14 RPL18 RPL27 RTL5 S100A11 SELENOW SEPTIN6 SHMT2 SKAP1 SLC35E1 SLK SMC4 SMG6 SND1 SOD3 SP100 STRIP2 SUPT20H TAAR2 TACC3 TAF8 TAGLN2 TBC1D1 TBC1D8 TDH TGFBR3 TMSB10 TNFRSF13C TNNI2 TPK1 TPX2 TYK2 VARS1 WDFY4 XCR1 YBX3 ZEB1 ZFAND4 ZYX GSE6259_FLT3L_INDUCED_DEC205_POS_DC_VS_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6259_FLT3L_INDUCED_DEC205_POS_DC_VS_BCELL_UP A1CF A3GALT2 ABCG2 ACSM2A AHNAK2 AKIRIN1 ANGPTL3 ANO4 APOC2 APRT ASH1L ATG4C ATP6V0C BCAP31 BCAR3 BEST1 BPHL C6 CADM1 CARTPT CCL8 CD84 CDH6 CDKN2AIP CDKN2B CDR2 CHD7 CLEC2L CP CREB3L4 CRIM1 CRYBA4 CTSD CTSK CTTN DACT2 DBNDD2 DCLRE1B DDR2 DIO1 DIP2B DIS3L2 DKK3 DOCK4 DSEL DYNLRB2 EDNRA ERCC8 EXOC6B FBXO30 FBXO32 FBXO42 FOXC1 FOXO4 GALNT3 GAMT GAS2L1 GCNT4 GPR160 GRN GSTM2 GTF3C4 HAL HGF HPGD IGF1R IGF2BP2 IGSF6 IKBKE IL18BP INPP4B IRAK2 KLHL25 LAMP1 LENG9 LRP1 LRP6 LRRC3 LRRC8A LRRN4CL LY6G5C LY86 MAB21L3 MAFK MARCHF4 MARCHF8 MECOM MFAP3L MIB1 MIR340 MLKL MON2 MS4A4A MTERF2 MXRA8 MYH10 MYL6B NEU1 NEUROG3 NLRC3 NOVA1 NRP1 OPHN1 P2RX7 PALMD PDXDC1 PEG10 PGK2 PHTF2 PNRC1 POLR3D PRUNE2 PSENEN PTN RB1 RPS19BP1 RUFY3 SCN1B SEC14L2 SEC61G SELENON SERPINH1 SGCB SH3KBP1 SLC28A2 SUSD1 SVIL SYDE2 TACC2 TBC1D2B TCAP TLR1 TMCO5A TMEM106A TMEM117 TMEM198 TNIK TNNT1 TPCN2 TUFT1 USP2 UTP23 VSX2 WDPCP WT1-AS WWP1 XDH XPC ZCCHC3 ZFYVE9 ZMAT4 GSE6259_FLT3L_INDUCED_DEC205_POS_DC_VS_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6259_FLT3L_INDUCED_DEC205_POS_DC_VS_CD4_TCELL_DN ACP4 ADGRA3 AGR2 AIFM3 AMOTL1 APC2 ARHGEF17 ARRDC5 BEST3 BHLHA15 BIK C1D CADM2 CATSPERB CDA CDH4 CENPV CHCHD6 CLDN23 CLEC2L COL6A6 COLEC11 COX6A2 CPLX3 CPN2 CSPG4 DAW1 DCSTAMP DIO3 DMXL2 DNALI1 DRD2 ELN EPAS1 EVC2 FAM222A FGFR3 FKBP6 FMO5 FNDC8 GABRA3 GARIN3 GML GMPR GNG3 GOLM2 GPR3 GPRIN2 GPS1 GRK1 GUCA1B GUCY1A2 GUCY1B2 H2AB1 HECW2 HS6ST3 ICA1L IRX6 JAZF1 JPH1 KIF7 KRT75 LAMB3 LGI3 LMX1A LMX1B LRFN3 LRP4 MAGEL2 ME1 MEOX1 MIR7-2 MNX1 MOB3B MS4A14 MST1R MYH7B NAGS NANOS2 NFASC NKD2 NOG NPTX2 NRBP2 ONECUT1 OSCAR OVOL1 PAPPA PAX7 PDGFRB PGBD1 PHLDA3 PLAC9 PNMA8B PPL PPP1R3C PTN PUDP PYM1 RAB3D RBM11 REEP1 RP1L1 RSPO4 RTL3 SAA3P SCRT1 SDK2 SERPINA7 SFT2D3 SIX5 SLC26A7 SLC6A15 SPIN4 STXBP1 SUPT20HL1 SYNM SYT5 TCAM1P TEAD1 TIGD5 TMEM143 TMEM74 TMPRSS4 TOX2 TRIM75 TRIP6 TRPT1 UPK1A UTS2 WNT8A ZIC5 GSE6259_FLT3L_INDUCED_DEC205_POS_DC_VS_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6259_FLT3L_INDUCED_DEC205_POS_DC_VS_CD4_TCELL_UP ABCD1 AKR1B10 ALDH3A2 AMMECR1L ANKRD11 ANTXR2 AP1M1 ARHGAP24 ASZ1 ATP11B AZI2 B3GALT6 BTD BYSL C16orf54 C2orf49 CAPZB CASP9 CCR2 CDC42SE2 CDK2AP1 CELF2 CENPC CERS5 COMMD3 CPM CTSG CTSO CWC25 DENND6A DERA DIP2B DNAJC27 DNM1L DR1 DYNC1I2 DYNLL1 ECSIT EHD3 EHD4 EIF1B EMC6 EPX EREG EXT2 FAF1 FARSA FPR1 FUCA2 GMEB1 GOLGA4 HEATR6 HHEX HIVEP2 IGHM ILF3 IMMP1L INTS10 LAMTOR5 LAS1L LCLAT1 LRRC58 LRRFIP1 LSM1 MAG MANEA MAPK14 MED10 MED17 MED22 MEF2C METTL8 MINDY1 MIR376B MOB4 MOSMO MRPL20 MS4A4A MTSS1 MYLIP NCBP2 NCL NELFB NKIRAS1 NME7 NOM1 NSDHL P2RY10 PARP1 PFDN2 PHRF1 PIGU PKHD1 POLR1A POLR1F PPA1 PPID PPP2R5C PPP3CA PPP4R3B PPP6R2 PSD3 PTAR1 PTDSS1 PTTG1IP RAB12 RAB22A RABIF RALGPS2 RANBP2 RANBP9 RAPGEF2 RBM28 RETREG1 RFX3 RNF144A SAMD9L SEC16A SETDB2 SLC2A3 SLC30A4 SLC39A10 SNAPC1 SOS2 SPG21 SPG7 SSB ST7L STAG1 STARD7 SYF2 TAOK3 TENT5A TES TGIF1 THOC3 THOC5 THUMPD1 TMED8 TMEM135 TMEM175 TMEM184C TMEM39A TOLLIP TOR3A TPD52 TRAPPC4 TREML2 TSG101 TSPAN14 TUBB1 TUFM TXNDC15 TXNDC5 URB2 USP21 VEZF1 WDR45 ZBTB43 ZBTB7A ZHX2 ZMYND11 ZYG11B GSE6259_FLT3L_INDUCED_DEC205_POS_DC_VS_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6259_FLT3L_INDUCED_DEC205_POS_DC_VS_CD8_TCELL_DN ABTB2 ACOD1 ADAP1 ANKFY1 ANXA4 AOAH ASPRV1 ATAD3A ATF4 ATP10A ATP13A1 AZI2 C3 CACNB3 CCL4 CD274 CDKN1A CENPJ CERS6 CFLAR CLCN7 CLEC2D CMPK2 CNP CORO1B CSF1 CSRP1 CSTB CTSZ CWC27 CXCL9 CYBA DCP2 DDX54 DDX60 DNASE1L3 ECE2 EFHD2 EHD4 EIF6 EPSTI1 ETV6 FCGR1A FOXRED1 FSCN1 G3BP2 GATAD2A GBP2 GBP3 GBP4 GBP5 GMPPB GOLGA8A GPR107 GZMB HELZ2 HERC3 HPSE HSBP1 ICAM1 ICOSLG IFIT3 IKBKE IL12RB1 IL15 IL15RA IL18BP IL2RA IRF7 IRF9 IRGM ISG15 JAML KEAP1 KIRREL1 LGALS3 LGALS3BP LGALS9 LRP8 LRRK1 LTBP1 LY6S MAP3K8 MLKL MME MMP13 MMP14 MOSMO MOV10 MVB12A MYD88 NAA20 NAMPT NKG7 NLRC5 NMRAL1 NOD1 NOL9 NOTCH1 NUDT17 NUPR1 OAS2 OGFR PARP12 PARP14 PDE7B PHF11 PIGU PLAC8 PLIN2 PML POLDIP3 POLR1C PPA1 PRF1 PRKCD PSMB10 PSMB9 PSME1 PSME2 RAPGEF2 RASA4 RIGI RILPL1 RNF114 RNF126 RNF19B RNF213 RNF31 RTP4 SAMHD1 SBNO2 SDC3 SERPINB9 SETDB2 SGCB SLAMF8 SLC25A22 SLC29A3 SLCO3A1 SLFN5 SMCHD1 SMCR8 SND1 ST14 STAT1 STAT3 STOML1 STRIP2 SYNGR2 TBC1D8 TDRD7 TENT4A THEMIS2 TLR9 TMCO4 TMEM39A TOR1AIP2 TPST1 TRAF5 TREML2 TRIM14 TRIM21 TRIM25 TRIM26 TRIM5 TSPAN3 TSPO WARS1 WDR91 ZBP1 ZBTB32 ZC3HAV1 ZFYVE26 GSE6259_FLT3L_INDUCED_DEC205_POS_DC_VS_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6259_FLT3L_INDUCED_DEC205_POS_DC_VS_CD8_TCELL_UP ABCA3 ACOT12 ACSS1 ADAMTS10 ADD1 ADD3 ADGRE5 ALDH2 ALDH4A1 ALDOC ANAPC13 AP1M1 ARL2BP ATP2A3 B3GNT8 BCHE BMF BRF1 C2CD2L CACNA1E CBX8 CBY1 CCR6 CDKL1 CIITA CNN2 COQ8A CPEB2 CPM CRAMP1 CSF1R CTSG DAB2 DAP DCXR DGKQ DLG2 DPYSL2 DYRK1A DYRK1B EIF2AK3 EMP3 ENDOU EXT2 FAM117B FAM234A FCGRT FLNA FN1 FOXJ2 FOXO1 GALNT10 GATC GCDH GLCCI1 GM2A GNB1L GPAT3 GPD1L GPR146 GSN GSPT2 GTF3C4 HACL1 HAVCR1 HDAC9 HEATR6 HES1 IDS IL18R1 IL5 IQSEC1 IQUB ITGAD ITGAX IYD KASH5 KCNAB1 KCNJ16 KIF1C KLF11 KLF3 KNDC1 LBH LIPH MAP2K6 MAP3K6 MAZ METRN MVB12B NAA20 NAAA NDUFV3 NFAM1 NIBAN3 NRM PACS1 PDE2A PDE4A PIGL PLBD1 PLCB2 PLEKHM1 PLP2 PPM1E PPP6R2 PSMA8 PSTK RAPGEF4 RASGRP4 RDH13 RFK RPS6KA2 SCMH1 SELENOP SERTAD4 SFXN3 SH3GLB2 SHISA9 SLC2A3 SNAPC5 SNIP1 SNX29 ST3GAL1 ST6GAL1 SULF2 SV2B SYNE1 TBX6 TMEM175 TMEM200C TPCN1 TPRG1L TPRN TRPM2 TSC2 TXNDC15 UCMA UFSP1 ULK2 VAMP1 VSIG8 XYLT1 YPEL3 YPEL5 ZER1 ZYX GSE6259_FLT3L_INDUCED_VS_WT_SPLENIC_DC_33D1_POS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6259_FLT3L_INDUCED_VS_WT_SPLENIC_DC_33D1_POS_DN ACOT2 ACY1 ADRA1A AIRE ALX3 ANGPTL4 ATP8B4 BACH2 BBS10 BLTP3B BMP10 CARD11 CATSPER3 CBLB CCDC106 CCDC160 CCZ1 CD36 CD44 CD81 CD93 CDH2 CENPI CENPN CFAP251 CHD5 CLCNKA CLDN25 CMBL CNN2 CTNNB1 CTSS CYFIP2 CYP2S1 CYTIP DCLK3 DDX3Y DEGS1 DISP3 DKK2 DMRT3 DNAJC12 DNM3 DPY19L3 DPYSL3 DRD2 DSG4 DTX4 DUSP26 E2F7 EGR1 EGR3 EMP1 ENTPD1 ESCO2 ESRP1 FAM83F FANCA FBXO16 FLRT2 GATA6 GIPC2 GJA1 GLIS3 GPR176 GRIK1 GRIP2 HGF IDI2 IL12RB2 IL1R1 IL24 IL36RN IL7R KIF18B KLK8 LAT2 LMNB1 LONRF3 MACC1 MAFB MAPKAPK3 MEI1 METTL27 MIR194-2 MOS MPEG1 MROH2A MS4A1 MT-ND4L MUC13 MUCL1 MYADML2 MYH14 MYLIP MYO1B NEO1 NES NOS3 NPTX1 NPW NRCAM NXPE1 OMD PACC1 PADI2 PALLD PAX8 PCNA PLAU PLCB1 PLIN2 PLXDC1 PLXNA2 PNMA3 PRKCA PRKG1 PRPH2 PSD PTGR1 RAB27A RAD51 RAD51C RASGEF1B RBFOX2 RCN3 SBK1 SDK1 SEPTIN1 SH2B2 SHF SHISA9 SLC22A20P SLC25A27 SLC3A2 SLC40A1 SNCAIP SOX12 SRL STXBP5 SULF2 SYNDIG1L SYT8 TAFA2 TCN2 THBS1 TIMM13 TMC2 TMEM212 TMEM65 TNFAIP8L3 TNMD TPPP3 TPX2 TRAPPC6A TREML4 TRNP1 TSPAN32 TSPAN33 TUBB2B UTY VILL ZC3H12D GSE6259_FLT3L_INDUCED_VS_WT_SPLENIC_DC_33D1_POS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6259_FLT3L_INDUCED_VS_WT_SPLENIC_DC_33D1_POS_UP ABRAXAS2 AGMO AGPAT3 ALOX5 ANO10 AP1M1 ATP10A ATXN7L3B B3GNT2 BMT2 BORCS6 BST1 BTG2 C1QA C1orf21 C3orf70 C5AR1 CALM3 CAPG CASP1 CCDC50 CCR2 CD14 CD302 CD72 CD74 CDK2AP1 CIITA CLEC10A CMTM6 CNBP CORO1A CPNE2 CRYBG1 CST3 CXCL13 DAXX DCXR DRAM1 DRG1 EBI3 EGR2 EPSTI1 FAM174A FBRSL1 FGD3 FOLR2 FPR1 FXYD2 GALNT10 GOLGA3 GPR107 GPR155 GSDMD HIPK2 HLA-A HLA-G HPGD IFIH1 IQSEC1 IRF9 KCNJ2 KCTD10 KIAA1217 LDLRAD3 LIPE LMO3 LPIN2 LRRC75A LY6S MARCHF1 MARVELD1 MBP MDH1 MED22 MMD MOB1B MRPL30 MRPL45 NAAA NAPSA NCF1 NCOA3 NDRG2 NEK10 NF2 NFAM1 NFKBIZ NRP2 NUDT9 NUP153 NUPR1 OASL OLFM1 ORAI3 ORC5 OSTM1 PAH PARP12 PATZ1 PBX3 PEX16 PGAP2 PGS1 PLA2G4A PLCB4 PLEKHA2 PLXDC2 PNP PPIP5K2 PPWD1 PRCP PSMD10 PTPRO PYHIN1 RAC2 RBPJ RBPMS RILPL2 RMND5B RNASE6 RNF24 RRAS RTRAF RUBCNL S100A13 S100A4 SDE2 SERPINB8 SERTAD2 SGPP1 SHB SIGLEC1 SLC25A16 SLC2A6 SLC38A2 SLC5A3 SLC6A6 SLCO4A1 SMAD3 SMAGP SMIM14 SNAP29 SP100 SPACA6 SPG21 ST8SIA4 STARD3 STOM STX2 STXBP1 SUMO3 SURF2 SURF6 SUSD6 TASL TBC1D13 TBL1X TBL1XR1 TENT4A TIFAB TLR4 TLR7 TMCC3 TMCO6 TMEM176A TMEM176B TMEM209 TMEM38B TNFSF10 TNIP1 TRAF1 TTC28 TWF2 UBAC2 USP18 ZC2HC1A ZDHHC14 ZDHHC7 ZMYND8 GSE6269_E_COLI_VS_STAPH_AUREUS_INF_PBMC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6269_E_COLI_VS_STAPH_AUREUS_INF_PBMC_DN ADAM8 ADAM9 ADRM1 ALCAM ANG ANPEP APLP2 APMAP APOBR ARF1 ARPC1A ASL ATP6V0B BCKDK CALU CAPG CC2D1A CD14 CDC42EP3 CDS2 CES1 CHPF2 CKAP4 CLEC3B CLEC5A CLMN CLN3 COPE CPD CPT1A CR1 CSF3R CTSD CXCL2 CXCL3 CYP1B1 CYP4F3 CYTH4 DHRS7 EIF4G1 ELL ELOVL1 EOGT EREG ERO1A F11R F5 FADS1 FBXL15 FHOD1 FKBP2 FLOT2 FSCN1 FUT7 GALNS GAPDH GAS7 GBA1 GNA15 GPAA1 GRN HCAR3 HIP1 HLA-DQA1 HOMER3 HOXA9 HSPA5 ICAM1 IDS IER3 IGF2R IGHG1 IL1R1 IL1R2 IMPA2 IMPDH1 INPPL1 IRAK1 ITGAM ITGAX JAG1 KMT5AP1 LAMP1 LGALS3 LIMK2 LPAR2 LPCAT3 LTB4R LYZ MAF MAN2A2 MANSC1 MGAM MMP8 MMP9 MYDGF MYO1F MYO5A NAALADL1 NAGPA NBEAL2 NDST1 NEU1 NIBAN1 NOMO1 NPDC1 NR1H2 NRG1 NT5DC2 OSBPL2 P4HB PAM PCNX1 PCOLCE2 PDIA5 PDIA6 PDLIM7 PDXK PHC2 PISD PLP2 PLXND1 PNPLA6 POR PPP4R1 PRKCD PRRG4 PSTPIP1 PTPRE PTX3 PYGL RAB27A RAB5IF RAC1 RAF1 RGS2 RNASE3 RNF19B RPN2 RRBP1 S100A6 S100A9 SDF4 SEC24D SEL1L3 SH3GLB1 SH3TC1 SIRPA SIRPAP1 SIRT7 SLC15A3 SLC25A44 SLC26A6 SLC36A1 SRRT STAB1 STAT3 STX3 TBK1 TFE3 TGOLN2 TK2 TKFC TLR2 TM9SF1 TMCO3 TNFRSF10C TOR3A TPD52L2 TPRA1 TSPAN4 YIPF3 ZNF668 ZSWIM8 ZYX GSE6269_E_COLI_VS_STAPH_AUREUS_INF_PBMC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6269_E_COLI_VS_STAPH_AUREUS_INF_PBMC_UP ADA ADAM23 ADD3 ADGRL1 AGMAT ANGEL1 APOC1 APOO APTX ATF7IP2 ATP6V1G2 ATXN10 AUTS2 BCL11A BTG1 BZW2 CAMSAP2 CATSPER2 CCDC28B CD28 CD40LG CD69 CDC14A CEP83 CHI3L2 COL5A2 CORO1B COX11 COX6CP1 CR2 CYB5A CYLD CYP4A11 DCHS1 DDX17 DHRS3 DIPK1A DIXDC1 DLEU1 DMAC2L DNAJA3 EDAR EEIG1 ELOA-AS1 ENPP2 ETS1 EXTL2 GAL3ST4 HNRNPA1P37 HPGD ID3 IGF2BP3 IL6ST IL7R ITM2A ITSN1 JPT2 JUN KLF2 KLHL3 KPNB1 LDB2 LEPROTL1 LIMS2 LPIN2 LRRC1 LRRN3 LZTFL1 MAGED1 MAN1C1 MAP7D3 MAPKBP1 MAPRE2 MARCHF3 MCUB MKS1 MLLT11 MLLT3 MTCL1 MTF2 NCOA3 NMT2 NPAS2 NPM3 NREP NUDT13 OR1A2 OR2A20P PCDH9 PFKM PIK3C2B PIN4 PITX1-AS1 PKIA PLAG1 PLSCR3 PLXDC1 PMAIP1 POLR1HASP PPP1R17 PRIM1 PRRC1 PTCD2 PTPRK PUM1 RAB25 RAD1 RETREG1 RHOBTB3 RHOH RLN2 RNASEH2B RNF144A ROBO1 RPL13A RPL22 RPLP0 RPP40 RPS23 RPS6KA5 RPSAP20 RPSAP44 SCN3A SEMA4F SEPTIN7 SEPTIN9 SLC16A10 SLC25A5 SLC6A2 SMC4 SMIM8 SND1 SOX4 SRR STOML1 SUPT3H SUSD4 SYNJ2 TENM1 TMEM161A TNIK TOB1 TRBV21-1 TRIM66 TSC22D3 TSPYL5 TTC28 TTN TUBB TXNRD3 UBAP2L ULK2 URB1 URB2 VPS13A WDR77 GSE6269_E_COLI_VS_STREP_PNEUMO_INF_PBMC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6269_E_COLI_VS_STREP_PNEUMO_INF_PBMC_DN ABHD2 ABHD5 ADAM28 ADAM8 AGFG1 ALOX5 ALOX5AP ANG ANXA3 APLP2 APMAP ARF3 ARG1 ASL ATP8B4 AZU1 BPI BSCL2 BST1 CA1 CALU CAMKK2 CAMP CAPG CAPN3 CC2D1A CCPG1 CD163 CD177 CD24 CD24P2 CD24P4 CDA CDC37 CEACAM1 CEACAM6 CEACAM8 CHI3L1 CHIT1 CHPF2 CKAP4 CLEC5A CLMN COPE CR1 CRISP3 CSF3R CTSD CXCL2 CYP1B1 CYP27A1 CYP4F3 DGAT1 DHRS7 DNAJC4 ELANE ELOVL1 ENTPD1 EREG ERO1A EVA1B F5 FKBP5 FLOT1 FLOT2 FUT4 FUT7 GALNS GBA1 GGH GPAA1 GSN GSR GUSBP11 GYG1 HCAR3 HK3 HOMER3 HP IGF2R IGHG1 IGHV3-72 IGLL3P IGLV3-10 IL1R1 IL1R2 IMPA2 IMPDH1 ITGAM JAG1 LCN2 LTB4R LTF MAN2A2 MANSC1 MAPK14 MGAM MMP8 MMP9 MYDGF MYO1F MYO5A MZB1 NAALADL1 NCF4 NDST1 NEU1 NPC1 NT5DC2 NUDT3 OLR1 ORM1 P4HB PADI2 PADI4 PBX2 PCNX1 PCOLCE2 PDIA5 PDLIM7 PGAP6 PGD PGLYRP1 PLBD1 PLXND1 PRRG4 PRTN3 PTX3 PYGL RAB13 RAB27A RETN RGL2 RNASE2CP RNASE3 RNASE4 RNF19B RTN3 S100A9 S100P SDF4 SEL1L3 SERPINB10 SLC26A6 SLC2A5 SLPI SPRY2 SRRM2 SSR1 STAB1 STBD1 STX3 TACSTD2 TCN1 TKFC TM9SF1 TMBIM6 TMCO3 TMUB2 TNFSF13 TPD52L2 TRABD TSPAN2 TWSG1 UGCG YIPF3 ZFPL1 ZNF225 ZNF318 GSE6269_E_COLI_VS_STREP_PNEUMO_INF_PBMC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6269_E_COLI_VS_STREP_PNEUMO_INF_PBMC_UP ACTR5 ADA ADCK2 ADGRL1 AIMP2 AK5 AKAP7 ANGEL1 APOH ARL4C ASIC1 ATP6V0E2 ATP8A2 ATXN10 AUTS2 BAHD1 C21orf91 CAMSAP2 CASKIN2 CCDC170 CCDC28B CCL8 CD6 CD69 CDC14A CDH20 CDKN1C CHI3L2 CKMT2 CLN8 COA1 COX6CP1 CPED1 CTAG1B CYLD CYP4A11 DCAF11 DDX17 DDX27 DGCR6 DLEU1 DNAH6 DNPH1 DPP4 DRD1 EHD2 EIF4A1 ELL3 ENPP2 ERBB2 ESR1 EXO5 EXTL2 F12 FETUB FKBP10 FOXJ2 GAL3ST4 GEMIN2 GFPT2 GMDS GP2 GPA33 GTF3C4 HADH HEG1 HLA-DRB1 HNRNPA1P37 HPGD HPX ID3 IGF2BP3 ING4 INHBE INPP4B ITM2A JAKMIP2 JUN KLF12 KLK12 KLRG1 KPNB1 KRT12 KRTAP1-3 LAMP3 LDAH LDB2 LEPROTL1 LPIN2 LRRC20 MAPKBP1 ME3 MEG3 MLLT11 MS4A5 MTG1 MTHFD1 NET1 NKTR NPAS2 NR1D2 NR5A2 NREP NUFIP1 OBSCN OGFOD3 OPTN OR2A20P OR7A17 PARP11 PCBP2 PDE9A PFKM PHF8 PIN4 PLAG1 PLSCR3 PNPLA3 POLR2G PPP1R17 PRMT5 PRSS1 PTPRD RAB25 RAD1 RBM26 REG1B RHOBTB3 RLN2 RNASEH2B ROBO1 RPS12 RPSAP20 RPSAP44 RTP4 SATB1 SCML2 SEPTIN7 SEPTIN9 SERPINF1 SGCG SHANK2 SLC25A5 SLC4A7 SNED1 SOX4 SPTLC3 SRR ST3GAL5 SUGP1 SUSD4 SYNJ2 TCF20 TMCO6 TNIK TRIM23 TSPAN6 TSPYL5 TUBB UBE2NL ULK2 URB1 URB2 XPNPEP3 YARS1 ZBTB25 ZFP36L1 ZNF135 GSE6269_FLU_VS_E_COLI_INF_PBMC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6269_FLU_VS_E_COLI_INF_PBMC_DN ACSBG1 ADAM19 AFDN AGRN AP3B2 APOC1 ATP2B2 ATP8A2 B9D1 BCAM BMP7 BTF3 BTF3P12 C8B CA12 CALD1 CASP2 CCN4 CCNI CD44 CDKN2A-DT CELP CKMT2 COX4I1 CP CRHR1 CSNK1D DBH DELE1 DKK4 DNAH6 DNAJB5 DOCK6 DUS2 DUSP9 EDN3 EEF1A1P42 EEF1B2 EEF2 EFNB2 EHD2 EIF3D EIF3F EIF3L EIF4B EPHB1 ESR2 EVPL FABP1 FBL FBLN2 FGFR2 FGL1 FNDC8 FOXA2 FOXJ2 FRMD1 FTCD FXYD2 GABBR2 GABRQ GAGE1 GJD2 GNL3L GPR143 GSTZ1 GYPC KCNA10 KCNE1 KCNJ12 KIF17 KIF25 KLK12 KLK3 KRT1 KRT12 KRT76 LOX LYRM4 LZTS1 MAGEA10 MAP2K3 MAP2K5 MAPT MECOM MOK MYCN MYH11 MYL11 NAP1L1 NDRG4 NECTIN1 NPFFR1 NPHP4 NPM3 NTRK1 NXF1 OBSCN OVOL1 P3H2 PABPC4 PART1 PCBP2 PDAP1 PDE4C PDE7B PDGFRA PRRG3 PRSS3P2 PTPRD QARS1 RAMP2 RPL10 RPL10L RPL10P2 RPL13 RPL13A RPL15P22 RPL21P2 RPL22 RPL23 RPL23AP22 RPL26P36 RPL29 RPL3 RPL31 RPL36AP52 RPL4 RPL5 RPL6P17 RPL7 RPL7P27 RPL7P52 RPS10P5 RPS14 RPS3A RPS3AP5 RPS4XP2 RPS4XP3 RPS5 RPSAP20 SEPTIN7 SERPINA4 SH3PXD2A SLC25A5 SLC2A1 SLC4A3 SLC7A8 SNORA70 SPTBN1 ST13 ST8SIA3 SULT1E1 TF TH THNSL2 TP53AIP1 TRO TSKU UBA52 WNT10B YBX3 GSE6269_FLU_VS_E_COLI_INF_PBMC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6269_FLU_VS_E_COLI_INF_PBMC_UP ACIN1 ACTB ACTN4 ADAR AGRN AP3D1 ARHGDIA ARPC1A ATP13A1 ATP2A2 BPTF BRD2 C2CD3 CALR CAPN15 CAPN3 CCND3 CCR5 CD74 CDC27 CES1 CHST12 CMTR1 CNOT3 COMT COPS7A CXXC1 DCAF15 DCTN1 DDX60 DLGAP4 DNAJC4 DNM2 EBAG9 EIF2AK2 EIF4G1 EMP3 ERGIC2 F8A1 FFAR2 GAK GLYR1 GMIP GNAI2 GOLGA2 GPATCH8 GSE1 GTPBP2 H2BC17 HACD3 HECTD3 HERC6 HESX1 HLA-A HLA-B HLA-J IDS IFI16 IFI35 IFI44 IFI44L IFI6 IFITM1 IFITM2 IFITM3 IFITM3P7 IRF3 IRF7 ISG15 KCTD13 KDELR1 KMT2B LARP1 LGALS3BP LIMD2 LMNB1 LRRFIP1 MARK2 MAU2 METTL7A MIR3648-1 MLEC MMP9 MOGS MRTFA MTDH MX1 MX2 MYO18A MYO9B N4BP1 NBEAL2 NBPF14 NCOA6 NFATC2IP NPIPA1 NRBP1 NUCB1 NUP62 OAS1 OAS2 OAS3 OASL OGDH PANX1 PARP12 PDHX PDIA6 PHACTR2 PI4KB PIAS1 PKM POLM POU2F2 PPIG PROSER1 PRR13 PSME3 PTK2B PURA RFWD3 RNF40 RPN2 RSAD2 RUBCN RUSF1 SART3 SH2B2 SHC1 SHFL SIGLEC1 SLC4A2 SMG7 SPATS2L SREBF2 STRN4 SUPT6H SZRD1 SZT2 TGFB1 TKFC TLN1 TMBIM6 TMEM255A TRABD TRIM14 TRIM21 TRIM38 TYK2 UBA1 UBA7 USP1 USP10 USP11 USP18 VPS39 WAS WIPF1 XAF1 YWHAE ZBP1 ZNF37A ZSWIM8 ZYX GSE6269_FLU_VS_STAPH_AUREUS_INF_PBMC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6269_FLU_VS_STAPH_AUREUS_INF_PBMC_DN ABCC6 ACSL1 ADAM9 ADIPOR1 ADM ANPEP APLP2 ARF1 ARF4 ASGR2 BLVRB BNIP3L BST1 C2 CD36 CD63 CD93 CDC42EP3 CDKN1A CDKN2D CEBPB CKAP4 CLEC7A CPD CREB5 CREG1 CSF2RA CSF3R CTIF CTSB CTSD CYBRD1 DAZAP2 DEFA1 DHCR7 DSE DUSP3 DYSF EGR1 EIF1 ELF4 ELOA EMILIN2 FADS1 FCGR1A FCN1 FHL3 FLVCR2 FPR1 FSCN1 FTH1 FUT4 FXYD6 GAPDH GAS7 GK GLUL GNA15 GNG10 GRINA GRN H1-0 HIF1A HPSE HS3ST3B1 ICAM1 IFI30 IFNGR1 IL1RAP IL1RN IMPA2 KLF10 LAMA4 LAMP2 LAPTM4A LEPROT LGALS3 LILRA5 LYZ MACROH2A1 MARCHF2 MAX MBOAT7 MICAL2 MIR22HG MPP1 MXD1 NAPA NCF4 NEU1 NFIL3 NINJ1 NOD2 NPC2 NPL NRG1 P2RX4 P2RY2 PELI2 PGD PHC2 PLAUR PLBD1 PLD3 PLEK PLIN3 PLP2 PPIF PPP1R15A PPT1 PRRG4 QPCT RAB1A RAB20 RAB5IF RHEBP1 RHOA RIOK3 RNASE2 RNF130 RNF19B RRAGD RTN2 RXRA S100A10 S100A11P1 S100A8 S100A9 SAMD4A SBNO2 SDCBP SEMA6B SERPINA1 SERPINB1 SIRPA SIRPAP1 SLC11A1 SLC15A3 SLC22A4 SLCO3A1 SMARCD3 SOCS3 SOD2 SORT1 SPI1 SREBF2 SRGN STAB1 STEAP3 SUMO3 TFE3 TFEC TIMP1 TIMP2 TKT TLE3 TLR2 TOLLIP TOM1 VAMP3 VCAN VIM VNN2 WLS ZDHHC3 ZFAND5 ZYX GSE6269_FLU_VS_STAPH_AUREUS_INF_PBMC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6269_FLU_VS_STAPH_AUREUS_INF_PBMC_UP ABCB4 ADA ADARB1 AGMAT AHSA1 AKTIP ALDH5A1 ARHGAP25 ARHGAP45 BANP BCL11A BLK BNIP3 BRWD1 BTN2A1 C1orf109 CBX7 CCR9 CCT4 CD19 CD22 CD27 CD72 CDK13 CEP83 CIAPIN1 CIITA COA1 COBLL1 COPB2 COX11 CR2 CSNK1D CYB5A CYP2R1 DBT DCAF8 DIDO1 DIPK1A DNAJA3 DNAJC11 DNAJC16 DNAJC24 DVL2 EIF2B5 ENTR1 ERCC3 ESYT1 ETAA1 EZH1 FAM193A FAM3C FCRL2 GATA3 GGA2 GIMAP5 GLS GPA33 GPM6A GPR18 GSDMB HIVEP2 HLA-DOB HMCES IGHM IL16 ING4 INPP5D IPP ITPKB JADE2 JAK1 JPT2 KAT2A KHDC4 KLF2 LARP4 LAT LAX1 LBH LDLRAP1 LRCH3 LRIF1 LRRC1 LRRN3 LY9 LZTFL1 MAPRE2 METTL4 MORC2 MPHOSPH8 MTMR4 MTSS1 NAT10 NCOA3 NEK9 NHLRC2 NMT2 NOP14 NPAT NSUN5 NUDCD3 NUMA1 NXF1 OARD1 OGFOD2 ORC2 ORC5 OSBPL10 P2RX5 PAN2 PAWR PBXIP1 PCDH9 PDCD11 PDHB PIGG PILRB PLS3 POLG2 POLR1HASP POLR2H PPOX PRKD2 PRR5L PRRC2B PSD4 PTCD3 PTPRK PWWP3A RAB3GAP2 RAD52 RASGRP2 RBM5 RBM8A RFTN1 RPA2 RPAP2 RPP40 RPS6KA5 RUBCN SAP25 SEMA4D SFI1 SH2B1 SIDT1 SLC25A12 SLC25A17 SLC5A3 SMC6 SNRNP70 SPDL1 SPECC1L SPIB ST6GAL1 SUN2 SYNRG TAF1B TCF3 TFB1M TLE1 TMCO6 TMEM156 TMEM204 TMEM63A TRAC TRIM32 TRMT13 TSPAN3 TTC9 WDR77 WDR82 ZBTB24 ZBTB3 ZBTB40 ZKSCAN7 ZMYND11 ZNF175 ZNF45 ZNF500 ZNF514 ZNF544 ZNF638 ZNF692 GSE6269_FLU_VS_STREP_PNEUMO_INF_PBMC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6269_FLU_VS_STREP_PNEUMO_INF_PBMC_DN ABCC6 ACHE ACSBG1 ACVRL1 ADGRE3 ADI1 ADIPOR1 AFDN AGPAT2 ALPG AMELY ANGPTL3 ASPHD1 ATRN BCAN BCAS3 BNIP3L BRF1 BTF3 CA1 CD24 CD44 CES2 CHIT1 CHMP3 CHRNA4 CLDN3 COL17A1 CPD CPNE3 CPNE6 CRIP2 CRP CRTAP CRYBB1 CSF3 CTNNBIP1 CYBRD1 CYP27A1 DAP3 DNAJB5 DUS2 DUSP9 ECI1 EIF2D EIF3D EIF3F EIF3L EIF4B ELOB EPHB1 ESR2 ETHE1 EVPL FERMT2 FHL1 FOXA2 FOXC2 FOXL1 FXR1 GAS7 GPAA1 GPR3 GRIN1 GSN HADHA HAGH HAUS4 HEYL HFE HGSNAT HROB HSD17B11 ICA1 IGF2 IL13RA1 IL17B KCNJ12 KIF25 KLK3 KLKB1 KRT18P38 KRT8 KRT81 LPGAT1 LRRC23 LRRC41 LTA4H LTF LZTS1 MAP2K5 MAPKAPK5-AS1 MAPT MECOM MEG3 MFAP4 MICAL2 MLN MS4A3 MYL11 NAP1L1 NCOA4 NOL3 NR2F1 NRG1 NUDT3 OMP ORAI2 OSBP2 OTUD7B P3H4 PABPC4 PC PCBP2 PCOLCE2 PHYHIP PI3 PIERCE1 PINK1 PLEKHM1 PLPPR3 PPP2R5B PRAME PRKAR2A PROS1 PRRG2 PTPRS QARS1 RAB13 RAB31 RAMP2 RBPMS RDH16 REPS2 RPL10L RPL17 RPL29P17 RPL4 RPL7P52 RPS14 RPS3A RRAGD RTN3 SERPINB10 SGCA SH3PXD2A SLC14A1 SLC19A1 SLC38A3 SLC52A1 SLC9A3 SNCA SNORA70 SNX15 SORL1 SSR3 SSX5 ST8SIA3 STEAP3 STEAP4 TACC2 TACSTD2 TESC THBS4 TNP1 TPM1 TPT1 TRIM15 TRO TWIST1 VIPR2 WDTC1 YBX3 GSE6269_FLU_VS_STREP_PNEUMO_INF_PBMC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6269_FLU_VS_STREP_PNEUMO_INF_PBMC_UP AASDHPPT ABL1 ACTN4 ADA ADAR AKAP1 AP3D1 BPTF BRD2 C2CD3 CALR CD2AP CEP290 CHD4 CHMP5 CHST12 CKS2 CMTR1 COIL COX8A CXCL11 DCAF15 DDX11 DDX24 DDX39B DDX60 DESI2 DTX2P1-UPK3BP1-PMS2P11 EIF2AK2 EIF4G1 EIF5B ERGIC2 ESF1 GART GBP1 GCH1 GLG1 GLYR1 GMIP GPATCH8 HACD3 HEG1 HELLS HERC5 HERC6 HLA-A HLA-B HLA-E HLA-F HMGXB3 HMMR IDH2 IFI16 IFI35 IFI44 IFI44L IFI6 IFIH1 IFIT1 IFIT3 IFITM1 IFITM2 IFITM3 IFITM3P7 IL12RB1 IL2RG ILF3 IRF7 IRF9 ISG15 JUP KCTD14 KMT2A KPNB1 LGALS3BP LY6E MAP4 MARK2 MED1 MED15 MED24 MIR3648-1 MKLN1 MLEC MRPL42 MX1 MX2 N4BP1 NAA15 NAA35 NCOA3 NF1 NFATC2IP NMI NUP62 NXF1 OARD1 OAS1 OAS2 OAS3 OASL PABPN1 PARP11 PARP12 PARP2 PDHX PHACTR2 PHF11 PML POM121 PPID PPIG PRPF40A PRR5 PSMB9 PSME2 PTMA PTPRC PURA RAD51C RBM25 REC8 RFWD3 RHBDD3 RORA RPL28 RSAD2 RTP4 RUSF1 SART3 SBF1 SCAF11 SERPING1 SETX SHFL SIGLEC1 SLC25A11 SMARCA4 SMG1 SMG7 SON SP110 SPATS2L SPDL1 ST3GAL5 STAT1 STIL SYNCRIP TAF1B TGS1 THOC2 TMEM255A TNIK TRANK1 TRAPPC4 TRIM14 TRIM22 TYMP UBE2D4 UBE2L6 UBXN4 USP1 USP18 WDHD1 XAF1 YPEL1 ZBP1 ZNF264 ZNF609 ZWILCH GSE6269_HEALTHY_VS_E_COLI_INF_PBMC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6269_HEALTHY_VS_E_COLI_INF_PBMC_DN ADM AMPH ANGPTL2 AOC1 APH1B ARNT BACH1 BMP5 BNIP3L BPI BTG3 C8B CACNA1D CADM3-AS1 CALCA CCDC30 CCL22 CD44 CDC42 CDH20 CDX4 CEACAM6 CHD2 CLGN CNR1 COL4A5 COL9A3 CORO1B COX5AP1 CRYAB CTIF CXCL2 CXCL8 CYBB CYP3A4 DAZAP2 DBH DDC DDIT3 DEFA1 DEPP1 DESI1 DIAPH2 DIO2 DLC1 DNAH17 DOCK6 DUSP3 DUTP1 DYSF ELANE EPB41L1 EPHB2 EPM2A-DT ESR1 ETV5 F7 FAM124B FCGR1A FEM1B FEZF2 FGF18 FKBP1A FOLH1 FTH1 FUT6 GDF5 GK GLUL GPX2 H1-0 HAND1 HBA1 HBG1 HIF1A HOXA9 HPGD HSPA13 IGF2BP3 IGLVIVOR22-1 IRAK3 KAZN KIAA1549L KLHL29 KLK12 KRT75 LAMA4 LHX3 LIM2 LINC01002 LMCD1 LRP6 MAPRE1 MAX MC2R MCL1 MELTF MIR22HG MKI67 MPO MPP2 MSN MXD1 MYL11 NPL OLFM1 PAK4 PCDH7 PDE4D PFKFB3 PKD1L1-AS1 PLAUR PLBD1 PLEK PLXNB1 POTEKP PPIL2 PRR15L PRR3 PRSS3 PRTN3 PTGIR PTP4A1 RAB20 RARB RCN3 REEP1 REG1B RFX3 RIPK2 RNASE3 RPL21P2 SAMD4A SASH1 SCGB1D2 SDCBP SEMA5A SERPINB1 SIRPAP1 SLC22A4 SLC35F6 SLC6A2 SOD2 SORT1 SPINK1 SPINT3 SRD5A1 ST7L STK17B SULT1B1 SULT1E1 SUMO3 SUSD4 TAGLN2 TBX19 TEC TET3 TNFAIP1 TRAPPC9 TRIM25 TSPAN6 TTYH1 TUBA1A UBE2D3 UQCRFS1 VDAC1P6 WWP2 YPEL5 ZFAND5 ZMYM5 ZNF3 ZXDA GSE6269_HEALTHY_VS_E_COLI_INF_PBMC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6269_HEALTHY_VS_E_COLI_INF_PBMC_UP ABCA7 ABCB1 ABCD4 ABHD14A ABHD6 ACADVL ACAP1 ACTR1B ADAM28 ADRB2 AGAP4 AHSA1 AKAP1 APBA3 ARHGAP25 ARHGAP45 ARIH2 ATP10D ATXN2 BACE2 BLK BRD3OS BTN2A1 C11orf21 CAPN3 CASP4 CBX7 CCR6 CD2BP2 CDK2AP2 CEP76 CHKB CIITA CLK2 COBLL1 COL6A2 CPNE1 CRELD1 CSNK1D CXCR5 CXXC1 DCAF8 DCUN1D4 DDHD2 DNAJC16 EML2 ERBB2 EZH1 FADS3 FAM193A FHIP2B GAK GGA2 GLS GSE1 GTF2H2 GUSBP11 HEMK1 HLA-DQA1 HLA-DQB1 HMCES HPS4 HS3ST1 HTRA2 ICMT IFFO1 IGHA1 IL21R IL4R ILRUN INTS11 IRF3 ITFG2 IVD JADE1 KLRK1 LIN7B LINC00921 LLGL2 LPCAT4 LRCH3 LRCH4 LRIF1 MAGEF1 MAP4K1 MECP2 MED22 METTL3 MIA3 MICAL3 MLEC MOGS MPHOSPH8 MRS2 MYBBP1A NAP1L2 NEK9 NFATC2IP NHERF1 NISCH NLRP1 NOMO1 NPC1 NR3C2 NRCAM NRF1 NSUN5 NT5C NUP85 P2RX5 P3H1 P4HTM PAN2 PCF11 PCNX1 PDE4DIP PDIA6 PDXDC1 PHF20 PHTF1 PIAS4 PIGG PILRB PLG POLG2 PPOX PRKD2 PRSS23 PSD4 PTCH1 PUS1 PWWP3A RABEP2 RASGRP2 RASSF1 RBM5 RER1 RGL2 RGS14 RGS3 RPS6KB2 RUBCN SAFB2 SAP25 SBF1 SCAP SEC13 SEC24C SEL1L3 SFI1 SGSM3 SKIC2 SLC5A3 SUGP2 SUPT7L TAF1C TAF4 TAF5 TESK1 TLE1 TMCO6 TOR3A TRADD TRAPPC10 TSPAN3 UCKL1 USP11 WDR19 WDR59 ZBTB40 ZFP30 ZGPAT ZNF133 ZNF224 ZNF419 ZNF45 ZSWIM8 GSE6269_HEALTHY_VS_FLU_INF_PBMC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6269_HEALTHY_VS_FLU_INF_PBMC_DN ABCC6 ABCD1 ACACA ACTB ADCY2 ADM AGPAT1 AGPAT3 ALDOA APOBEC3A ARF3 ARHGDIA ARHGEF11 ARNT ATN1 ATP2A2 ATP6V0A1 AVL9 C2 CALM3 CALR CALU CCDC86 CD74 CDK16 CHMP5 CNN3 CTIF CTSD DCAF15 DEDD DESI1 EIF2AK2 EMP3 EPHB2 ETV5 FCGR1A FKBP1A FKBP8 FLVCR2 FTL FXYD6 G6PC3 GNAI2 GNAS GNRHR GPSM3 GRB2 GRINA GRN H1-0 HERC5 HERC6 HLA-A HLA-G HPS1 HPSE IFI16 IFI27 IFI35 IFI44 IFI44L IFI6 IFIT1 IFIT3 IFITM1 IFITM2 IFITM3 IFITM3P7 IGSF6 ISG15 KDELR1 KDM5C LARP1 LGALS3BP LGALS9 LMCD1 LMNB1 LSP1 LY6E MACROH2A1 MAGEA8 MARCKS MICU1 MID1IP1 MINK1 MIR3648-1 MS4A4A MSN MTHFD2 MX1 MX2 N4BP1 NAPA NEK3 NFIC NMI NPL NUCB1 OAS1 OAS2 OAS3 OASL OS9 PAK2 PAQR4 PHACTR2 PHC2 PKM PLD3 PLSCR1 PML PPDPF PSME3 PTGIR R3HDM4 RAB11B RAB5IF RENBP RFX3 RGL1 RNASE2 RNF19B RNF40 RSAD2 S100A11 S100A11P1 SBNO2 SCAMP4 SERPINC1 SERPING1 SH3BGRL3 SIGLEC1 SIGLEC15 SIRPAP1 SLC38A6 SLC43A3 SMG1P5 SPATS2L SPI1 SREBF2 SSBP3 STAB1 STRN4 STXBP2 SZRD1 TAGLN2 TBC1D10B TFE3 TGFB1 TLN1 TLR2 TM9SF4 TPP1 TRIM25 USP18 WAS WBP2 XAF1 YWHAE ZDHHC24 ZYX GSE6269_HEALTHY_VS_FLU_INF_PBMC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6269_HEALTHY_VS_FLU_INF_PBMC_UP AARSD1 ABCB1 ABCD4 AFDN AKR7A2 ANAPC5 APOA1 ARL6IP4 ARMCX6 ASCC1 ASXL3 ATM BAIAP3 BRD3OS BTAF1 BTBD7 BTF3 BUB3 C2orf68 CCR6 CD1C CDC16 CEP68 CERK CFAP410 COQ8A COX4I1 CPT1A CSNK1G1 CXCR5 CYP2R1 DAP3 DCAF8 DDX27 DELE1 DGCR8 DNPEP DPH5 DRG2 EDEM1 EEF1A1P42 EEF1B2 EEF1G EHD1 EIF2B5 EIF2D EIF3D EIF3F EIF3H EIF3K EIF3L ELOVL5 EML2 ENO3 EPHB1 EZH1 FABP1 FADS3 FBL FGF3 FOXO1 GLS GNB5 HIVEP2 HLA-DQA1 HLA-DQB1 HMCES HMGN3 HNRNPA0 HSPA1L HUWE1 IL16 INTS11 IPO5 JADE1 KCTD7 KDM1A KIF25 KLC1 KLRB1 KPNA6 LILRA4 LINC01963 LRCH4 LUC7L LZTFL1 MAGED4B MCF2L-AS1 MGAT5 MRNIP NDRG2 NDRG3 NEFM NFATC1 NGB NOP53 NPFFR1 NR3C1 NSG1 NSUN5 OGFOD2 P4HTM PAFAH2 PAOX PBXIP1 PDCD11 PHF10 PLA2G6 POLR2G POU3F1 PPOX PRDM10 PRKCB PRKCZ PROC PRORP PRPF31 PTDSS1 PWWP3A QARS1 RABEP2 RASGRP2 RFTN1 RGP1 RHOF RLN1 RPL10 RPL10A RPL13 RPL13A RPL17 RPL18A RPL22 RPL23 RPL24 RPL29P5 RPL3 RPL36AP52 RPL4 RPL5 RPS10 RPS12 RPS14 RPS28 RPS3A RPS3AP5 SAA1 SARM1 SEL1L3 SEPTIN7 SERF1A SERPINF2 SET SF3B3 SGPL1 SGSM3 SND1 SNORA70 SORL1 SRSF5 SUGP2 SUN2 SWAP70 TACR1 TAOK3 TBX2 TFR2 TMA7 TNFRSF9 TOMM7 UBA52 UBE2I UNC119B UPF3A UXT VPS51 ZBTB40 ZNF544 GSE6269_HEALTHY_VS_STAPH_AUREUS_INF_PBMC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6269_HEALTHY_VS_STAPH_AUREUS_INF_PBMC_DN ABCC6 ACHE ACSBG1 ALCAM ALDH1B1 ALPG AOAH AP1S1 ASPHD1 ATG9A ATP6V0B ATRN BNIP3L BTBD7 BTF3 BTF3P13 CABP1 CALD1 CALY CCKAR CD44 CELSR1 CFAP45 CHP1 CHRNA4 CLIC1P1 CMTM6 COX4I1 CPD CPNE6 CSF2RA CSNK1D CTNNBIP1 CYBRD1 CYP27A1 DDO DDX49 DEF8 DELE1 DNAJB5 DOCK6 DPY19L1P1 DUSP9 EFNB2 EIF1 EIF3D EIF3F EIF3L EIF4EBP2 EPAS1 EPB42 ETHE1 EVPL EXOG F7 FABP1 FNDC8 FOXB1 FOXC2 FSCN1 GAS1 GAS7 GNA12 GNA15 GRK1 GSTZ1 HAGH HEYL HGF HMGB3P30 HOXA6 HOXA9 HROB HSFX2 ICAM5 IGFBP6 IL17B ISCA1 KCNJ12 KCNJ4 KCNQ4 KRT1 KRT3 KRT81 LINC00963 LMNA LRRC23 LRRC41 LZTS1 MAP2K3 MAP2K5 MAPT MARCHF8 MATN2 MBOAT7 METTL22 METTL9 MFAP4 MICAL2 MNT MPC1 MPP1 MYL11 NENF NOL3 NPHP4 NRG1 NSFL1C NTRK1 NXF1 OPLAH OXCT2 P3H4 PABPC4 PCBP2 PCTP PIAS3 PINK1 PITPNA PKNOX2 PKP3 PLA2G1B PLAAT1 PLD2 PLEKHM1 POU4F3 PRKAR2A PRSS50 PTDSS2 QARS1 RAB31 RAB3A RABGEF1 RAMP2 REPS2 RGS2 RIOK3 RNF10 RPL21P2 RPL7P52 RRAGD RTN3 SDC4 SEC14L2 SEMA6B SEPTIN5 SLC25A3 SLC38A3 SLC52A1 SLC6A8 SLCO3A1 SMPDL3B SNCA SNORA70 SOD2 SORL1 SPATA2L SSX5 STEAP3 TALDO1 TESC TEX11 TMA7 TNFRSF10D TOLLIP TPSAB1 TUBGCP2 TUSC2 VAMP3 VENTX WDR45 WIPI2 YBX3 ZCCHC14 ZDHHC3 ZDHHC7 ZSWIM8 GSE6269_HEALTHY_VS_STAPH_AUREUS_INF_PBMC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6269_HEALTHY_VS_STAPH_AUREUS_INF_PBMC_UP ACTR8 ADAR ADD3 AP3D1 ATAD2B ATF7IP ATP6V0A2 ATRX BBX BCL11A BPTF BRD2 C1orf109 C2CD3 CD2AP CD37 CDC7 CDK12 CDK13 CEP83 CHD4 CISD1 CMTR1 CRYGS CXXC1 DBT DCAF15 DCAF17 DDX60 DLAT DNAJC11 EIF2AK2 EIF4G1 ERGIC2 ETS1 GLG1 GPA33 GPR171 HACD3 HERC5 HERC6 HLA-B IFI16 IFI35 IFI44 IFI44L IFI6 IFITM1 IFITM3 IFITM3P7 IL2RG IRF7 ISG15 ISG20 JUP KLF12 KLF2 KMT2A KPNB1 LAMP3 LARP1 LARP4 LAX1 LGALS3BP LIMA1 LNPEP LPIN2 LY6E MAP7D3 MAPRE2 MED1 METTL4 MIR3648-1 MRPL42 MRPS18B MTA1 MTMR4 MX1 MX2 NAA40 NCOA3 NFATC2IP NPAT NUDCD3 NXF1 OARD1 OAS1 OAS2 OAS3 OASL OGFOD2 PALM2AKAP2 PARP12 PCDH9 PDHX PGAP1 PHACTR2 PLS3 PML PNISR POLR1HASP PPAT PPID PRIM1 PRKD2 PRR5 PTPRC PTPRO PUM1 PUS7 RAD50 RBM25 RECQL RFC3 RHOB RSAD2 RSRC1 RUBCN RUSF1 SART3 SCAF11 SCAMP1 SEMA4F SHFL SIGLEC1 SLC16A7 SLC25A12 SLC25A17 SMARCA4 SMC6 SMG1 SMG7 SNAPC3 SNHG14 SOBP SP110 SPATS2L SPDL1 SPOP SPPL2B STAT1 STOML1 SUZ12 SYNCRIP TAF1B TCF4 TGS1 THOC2 TIA1 TMEM255A TMEM265 TNIK TRANK1 TRIM14 TRIM22 TRIM32 TRIM38 TRIM5 TRMT13 U2AF2 UPF2 USO1 USP1 USP21 VPREB3 WASHC4 XAF1 ZBP1 ZKSCAN7 ZNF500 ZWILCH GSE6269_HEALTHY_VS_STAPH_PNEUMO_INF_PBMC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6269_HEALTHY_VS_STAPH_PNEUMO_INF_PBMC_DN ABCC6 ACSL1 ACTL7B ADAM9 ADIPOR1 ADM ALDOA ANG ANGPTL2 ANXA9 APLP2 ARHGEF11 AZU1 BAG4 BCL3 BCL6 BLVRB BNIP3L BPI BST1 CAMP CAST CCPG1 CD14 CD163 CD302 CD33 CD36 CD63 CD93 CDA CEACAM6 CEACAM8 CHMP3 CHST3 CHSY1 CIDEB CKAP4 CLEC5A CLTCL1 COL17A1 COL9A3 CPD CRTAP CSF2RA CSF2RB CSF3R CTBS CTIF CTNNBIP1 CTSS CXCL8 CYBB CYBRD1 CYP1B1 CYP51A1 DAZAP2 DEDD DEFA1 DEFA4 DUSP3 DYSF EGR1 EIF1 EIF5A ELANE ENTPD1 EPHX1 F5 FADS1 FCAR FCGR1A FCN1 FGFR2 FLVCR2 FOS FPR1 FURIN FUT4 GK GLUL GNAQ GNS GPX3 GRB2 GRN GSN H1-0 HBG1 HBS1L HOMER3 HTR3A IFNGR1 IFNGR2 IL13RA1 IL1RN IMPA2 ITGA2B KLF4 LAMP2 LAPTM4A LCN2 LGALS3 LTF MAP1A MARCHF2 MBOAT7 MCFD2 MICAL2 MPO MS4A4A MYL9 NCF4 NINJ2 NPL PCBP2 PELI2 PGD PKD1L1-AS1 PLAUR PLBD1 PLEC PLEK PLIN3 PLLPP1 PLP2 PPIF PPT1 PRDM2 PRTN3 PTGIR PTK2B QPCT QSOX1 RAB1A RAB3D RNASE2 RNF19B S100A12 S100A8 S100A9 S100P SDCBP SERPINB1 SERPINB8 SIRPAP1 SLC16A1 SLC22A4 SLC25A37 SLC35F6 SNCA SOCS3 SORT1 SPI1 STAB1 STEAP3 STX12 TFE3 TIMP2 TOM1 TPP1 TRIM25 TRIO TSPO VAMP3 VCAN VEGFA WDFY3 ZMIZ1 ZYX GSE6269_HEALTHY_VS_STAPH_PNEUMO_INF_PBMC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6269_HEALTHY_VS_STAPH_PNEUMO_INF_PBMC_UP ABCB1 ABCD4 ACAP1 ACYP1 ADA ADGRG1 ADSL AGAP4 AHSA1 AIP AKAP17A AKT3 ARHGAP25 ARHGAP45 ARL6IP4 ASCC1 BIN1 BORCS6 BTN3A1 BTN3A3 C1orf174 C1orf50 CBLB CCR6 CCR9 CCT4 CCT7 CEP83 CHKB CHST12 CIAO1 CKS1B CLN8 CMTR1 CPSF4 CSNK1D CUL4A DCTD DDX54 DIDO1 DKC1 DNAJC16 DNASE1L3 DPH5 DZIP3 EFL1 EIF2B5 EIF5B EIPR1 EPM2A ESYT1 ETAA1 EXOC7 EXOSC7 EZH1 FH FNBP1 GEMIN4 GLG1 GOLGA8A GTF2H2 GTF2H5 GZMB HCP5 HIF1AN HIVEP2 HS3ST1 HTRA2 IGHV5-78 IL16 ILKAP ING4 INPP5D IRF8 ITFG2 IVD JAK1 KLF3-AS1 KLRK1 KRBOX4 LILRA4 LONP2 LUC7L MADD MIA3 MIPEP MOCS2 MTHFD1 MTSS1 MXD4 MYBBP1A NASP NCALD NEK1 NEK9 NFATC2IP NHERF1 NPC1 NSUN5 NSUN5P1 NT5C NUMA1 NUP85 OARD1 OCM2 OGFOD2 PAN2 PBXIP1 PDHB PGGHG PHF20 PIGG PLA2G6 PLEKHF1 PMS2P5 POGLUT1 POLG POLR2G POLR2H POLR2M PPM1G PPP2R2B PRDM10 PRF1 PRKCH PRKD2 PRORP PRR5L PRSS23 PSD4 PSMB9 PTCD3 PTPN4 PWWP3A RAD51C RANBP3 RASGRP2 RASSF1 RBM4 RBM5 RFC4 RLN1 RXYLT1 SAFB SBF1 SEC13 SEC24C SFI1 SGSM3 SLC25A17 SLC25A38 SLC25A5 SLC5A3 SNRNP35 SNTB2 SP110 SPDL1 STARD7 SUGP2 SUN2 TAF1B TARS2 TBC1D31 TCP1 TFB1M TMCO6 TMEM268 TMEM63A TMEM97 TNPO2 TRAPPC4 TSR1 TTC4 UBE2D2 UPF1 UPF3B USP11 WDR59 WRN XCL1 ZBP1 ZBTB14 ZBTB40 ZMYND11 ZNF135 ZNF506 ZNF514 ZNF91 GSE6269_STAPH_AUREUS_VS_STREP_PNEUMO_INF_PBMC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6269_STAPH_AUREUS_VS_STREP_PNEUMO_INF_PBMC_DN ACVRL1 ADD3 ADI1 AGFG1 AK2 ALOX15 ANGEL1 ANGPTL3 ANXA9 APC ARFIP1 ATP2A3 ATRX BANK1 BCL11A BDH1 BHMT BLNK BLTP1 CAPN3 CARF CASP6 CATSPERZ CD19 CD22 CD24P4 CD72 CD79A CD82 CDC14A CEACAM1 CES2 CFAP45 CHI3L1 CHRNA4 CLCN4 CLDN15 COBLL1 COL18A1 COL9A3 COX11 CR2 CRIP2 CSF1 CYP2R1 CYP4F3 DBT DCC DLG3 DNASE1L3 DUS2 EFCAB11 EFCAB14 EIF2D EIF5A ENTREP1 EPB41 ESR2 FABP4 FAM149B1 FCER2 FCRL2 FGF1 FGFR2 FHL1 FMO5 FOXF1 FOXN2 GDF11 GIMAP5 GLE1 GLRA3 GLS GNB5 GPA33 GPM6A GPR3 GRAP GRPR GSN HDAC1 HIPK3 HLA-DOB HNRNPUL2 HSPA4 HTR3A IARS2 IGHD IGHV4-34 IGKV1D-8 IL1RAP INHBA INPP5B ITM2B JPT2 KCNQ2 KIF2A LGALSL LRP12 LSM4 LUC7L MFF MMRN2 MORC1 MRPL24 MRTFA MS4A1 MSR1 MST1 MYH10 MZF1 N4BP2L2 NIT2 NUMA1 OSBPL10 P2RY2 PAWR PAX3 PBXIP1 PCM1 PCOLCE2 PDCL PECR PFKM PKIG POLR1HASP POU3F4 PPP1R9A PPP2R5D PREPL PRKG1 PRUNE1 PSORS1C1 RAC2 RALGPS2 RNGTT RPL22 RPL23 RPL29 RPL32 RPS9 RSF1 RUSC1 SELPLG SFI1 SGSM3 SHC1 SLC15A2 SLC2A5 SLC39A9 SLC7A6 SOS2 SPIB STAU2 STRN3 SYNJ2 TAPBP TBC1D8B TIA1 TM9SF4 TMEM161A TMEM209 TNFRSF11B TRIO TSPAN14 TTC9 UGCG VPREB3 VPS50 VPS8 WASF1 WASL WSB1 ZEB1 ZFP36L2 ZKSCAN1 ZMYND11 ZNF277 ZNF318 GSE6269_STAPH_AUREUS_VS_STREP_PNEUMO_INF_PBMC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6269_STAPH_AUREUS_VS_STREP_PNEUMO_INF_PBMC_UP AAR2 ABCB7 ABCG1 ACADS ADCY3 AKAP4 AKIRIN1 ALDH1B1 ANTXR1 ARHGAP44 ARHGEF4 ARPC2 ASPSCR1 ATP1B1 AVPR2 B3GAT3 B9D1 BABAM1 BABAM2 BBS7 BCAR3 BMP2K BOP1 BTBD7 C2 CACNA1B CASKIN2 CCDC198 CDK12 CDR1 CFAP410 CLCN7 CLN8 CNGB3 COX6B1P3 CRYBB2 CSRP2 CTIF CTSF CXCR6 DCAF13 DDX17 DHODH DLX2 DMAC2 DNAAF8 DNTT EIF2AK2 EIF3F ELL ERAP1 ESR1 ETV2 ETV5 FBN2 FBXO11 FDX1 FHOD1 FIBP GNG4 GPC1 GPR39 GPX3 GUK1 H2BK1 HDC HERC5 HGF HK2-DT HLA-B HRAS IDS IFT52 IGFBP6 IL18BP IL1RAP ILVBL INSL6 IPPK IRAK1 KCND3 KCNJ12 KRT18P44 LAMA4 LAMP3 LILRP2 LINC00963 LINC01399 LMO1 LPAR2 LPIN2 LSM4 MAF MAP7D1 MATCAP2 MDH2 MEG3 MET MFN2 MSH5 MTAP MTMR12 NAP1L1 NBL1 NEURL1 NF1 NR1D2 NRIP2 NRP1 NTAN1 NUDT2 NXT2 OCM2 OPTN PARP11 PHF8 PKD1 PLA2G1B PMF1 POM121 PPFIBP1 PPP4R3B PRSS1 PRSS23 PSMB1 PTMS PTN PYCR1 RAB40B RABGAP1 RAE1 RALGPS1 RARB RCN1 RERE RFC2 RHBDD3 RIBC2 RPS6KA2 RUNX1T1 SAGE1 SCARF1 SCRN1 SDC4 SEPTIN10 SEPTIN8 SERPINB9 SIRT3 SLC18A3 SLC26A4 SNAPC2 SPATA2L SPTLC3 SSH1 ST3GAL6 ST8SIA1 SYT11 THAP9 TIMM23 TM7SF2 TMEM9B TOMM40 TOR3A TRBV10-2 TRIM14 UBE4B UTS2 UTY VENTX WDR45 WDR76 WIPI2 WWC2 ZBTB7C ZFP36L1 GSE6566_STRONG_VS_WEAK_DC_STIMULATED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6566_STRONG_VS_WEAK_DC_STIMULATED_CD4_TCELL_DN ABHD14A ADCK1 ADGRA3 ADGRL3 AKR1C3 ARHGEF9 ATP5F1E ATP6AP1-DT ATP6V0E2 BCORP1 BEX2 BMPR1A BRD7P3 C11orf68 C9orf64 CACNA2D4 CARTPT CCDC174 CCDC181 CCNY CCR6 CD83 CD96 CERS6 CNDP2 CNPY1 COG2 COMMD7 COX19 CSK CTBP1 CTNND1 CTTNBP2 CUX2 CYP24A1 CYP4V2 CYP7B1 DAOA-AS1 DHRS1 DHRS11 EEIG1 EID3 ELAC1 ENSG00000235138 EOLA1-DT ERC1 ESRP2 EXOC3 FAM168A FBXO28 FIS1 FPGS GARS1-DT GATB GIMAP5 GNAQ GNPTG GPR183 GPR6 GYPB HECTD3 HHLA3 HSD17B1 HSD17B11 HSPA1L HUWE1 ICAM3 IGHV7-81 IL16 ITGB7 IYD KCNC3 KLC2 KLHDC9 KLRA1P KLRB1 KRT73 KYNU LAIR1 LAPTM5 LINC00324 LINC00886 LINC02481 LMO7DN LPXN LRPAP1 LRRIQ3 LTB MAGEB3 MAP1LC3B MARCHF2 MARCHF3 MBTPS1 MED24 MEN1 MFNG MIEF2 MIR155HG MMP1 MORC2-AS1 MS4A3 MYL12A NAGPA NBDY NCK2 NGRN NIPA1 NLRP7 NPL NUDT13 NUDT16L1 ODF4 OPRK1 OR51B4 OR5V1 OR7A17 P2RX4 PAQR8 PAX8-AS1 PCA3 PIK3IP1 PIP5K1C PITPNC1 PKIG PLCL1 PPP2CB PRKCA PTGER4 PTPN12 RBM23 RHBDD2 RIN3 RPL6 RPS16 RPS20 RPS21 RPS27L RPS6KA1 RSL1D1 SLC12A7 SLC38A4 SLC41A3 SLCO1C1 SMAD2 SMC1B SMIM19 SNHG7 SPARCL1 SPON1 SRSF8 STK10 SUGP1 SYNE1 TAF3 TAFA1 TAFA2 TBC1D10C TBCEL TECTB TFIP11 TIGIT TMBIM1 TMEM17 TMEM80 TMEM86B TOR1A TPT1 TRIM11 TTC21B UBASH3A URB1 URB2 USH2A USP45 VPS11 VPS52 WASH3P WDR48 ZBTB45 ZFP36L1 ZFPM2 ZNF263 ZNF32 ZNF394 ZNF527 ZNF786 ZNF879 ZNF883 ZSWIM3 ZZEF1 GSE6566_STRONG_VS_WEAK_DC_STIMULATED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6566_STRONG_VS_WEAK_DC_STIMULATED_CD4_TCELL_UP ADAMTS19 ADGRF1 ADRA2A AKR1C4 ALG14 ARMH1 ARRDC4 ATL1 ATP1A4 BATF BCL2L14 BHLHE40 BLM BPI BRINP2 C22orf42 C9orf163 CABS1 CABYR CBLN1 CCR9 CD209 CD276 CHID1 CKB CNTN4 COPG2 CRISP1 CSMD3 CSTL1 CXCL13 CXCL3 CXXC1P1 CYP2S1 DCDC2B DDAH1 DHCR24 DHCR7 DOCK8-AS1 EEIG2 ENSG00000286546 EPB41L4B EPOP F13B FAM162B FAM47A FAM47B FEZ1 FHL5 FKBP4 FKBP7 FOXC1 GAS2L3 GPI GSS H2BC14 HAS3 HBB HERC5 HHIP HILPDA HK2 HPYR1 HSP90B1 IGF2BP1 IL12RB2 IL1R2 IL2RA IL5 ILVBL INHBA-AS1 IRF2BP1 ISG20 ITPRIPL1 JAK2 JAKMIP2-AS1 KANK4 KCNJ13 KIRREL1 KITLG KLF5 LAMP3 LCN12 LDLR LINC00313 LINC00906 LINC01530 LINC02878 LONP1 LPO LTK MAB21L4 MAGEA11 MAST2 MEFV MICALL2 MVD MX1 MYO1D MYO5B NEUROD6 NFIL3 NMI NPM3 NPNT NR4A1 NUDT16L2P OAS2 OAS3 OFCC1 OR10H3 OR7E156P OSBP2 PAH PAPPA2 PCDH18 PCSK2 PDCL2 PDE9A PFKP PGP PHRF1 PI4K2B PLA2G7 PLAC1 PLCB4 PMCHL2 POU4F2 POU5F1P3 PPFIA4 PRG3 PTGFRN PTPN3 PYGL RANBP17 RANBP3L RANGAP1 RBM47 RCC2 RECQL4 RHEBL1 RIMS4 RNF217-AS1 RTN4RL1 SAMD5 SBSN SCN7A SDK2 SERPINF1 SHISA7 SLC25A3P1 SLC26A10P SLC46A1 SLC8A1-AS1 SLITRK5 SMIM6 SNHG16 SPINK5 SPOCK3 SPX SRSF10 SSH3 STAR STEAP1B SYNGR1 SYT1 TAF5LP1 TAP1 TCOF1 TESC TEX37 TMEM213 TRAF4 UBB UBQLNL ULK2 USP18 USP37 VEPH1 VPREB1 VWA8-AS1 XRCC2 ZBTB32 ZCCHC2 ZG16 ZNF19 ZNF197 ZNF415 ZNF528-AS1 ZNF594-DT ZNF667 ZNF826P GSE6674_ANTI_IGM_VS_ANTI_IGM_AND_CPG_STIM_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6674_ANTI_IGM_VS_ANTI_IGM_AND_CPG_STIM_BCELL_DN AARS1 ABHD17B ACLY ADSL AEN AGPAT3 AHCYL2 AQP9 ARID5A ARL14EP ASNS ATAD3A ATIC BCL2L1 BDH1 BMS1 BOP1 BTG3 BYSL C1QBP C3orf18 C7orf50 CAND1 CCDC86 CCND3 CCT3 CDCA7L CDK6 CDKN1A CHAC1 CHCHD4 CISH CLPTM1L CNDP2 CTPS1 CYB5A DCTD DCUN1D2 DDX54 DEGS1 DIMT1 DIS3 DNAJA3 DPH5 EBNA1BP2 EEF1E1 EIF2B3 EIF2S1 EIF3B EIF3G EIF4A3 ELAVL1 ELP1 ERGIC1 EXOC5 EXOSC1 EXOSC2 EXOSC7 FAM118B FARSB FBL FBXO30 FKBP1A FNIP2 G3BP1 GADD45G GARS1 GCSH GEMIN4 GNL2 GOLGA7 GPD2 GPS1 GPT2 HBEGF HCCS HEMK1 HK2 HOMER1 HOOK1 HSD17B7 HSPA4 HSPA9 IDH3A IFNG IFRD2 ITIH5 KANSL2 KAT2A KCNK5 KIAA1191 LARP1 LARP4 LARS1 LRP12 LRP8 LTA MAK16 MARS1 MAT2A MFSD2A MRE11 MRPS10 MTHFD1 MTHFD2 MYBBP1A MYC NAP1L4 NARS1 NDFIP2 NDUFAB1 NHP2 NIP7 NLE1 NOC2L NOC4L NOL10 NOL11 NOL9 NOLC1 NOP2 NSUN5 PANK3 PC PDIA6 PGLYRP2 PHB1 PIM1 PIM3 POLD2 PPAN PPHLN1 PPP1R3B PRMT1 PRNP PRPF31 PRPS2 PSMG1 PUM3 RASA2 RCN1 REXO2 RRAGD RRP1B RWDD3 SENP3 SEPTIN9 SESN2 SHMT1 SLC2A1 SLC39A6 SLC4A7 SLC52A2 SLC7A5 SMYD2 SMYD5 SND1 SNHG17 SNRPA SOCS1 SOD2 SPATA5 SPATA5L1 SPRED1 SPRY1 SRM STC2 SYPL1 TAFA3 TARS1 TBRG4 TEX2 TGFB1 TGIF2 TIMM8A TMCO3 TMEM158 TMEM185A TNF TNFRSF9 TRIB3 TUT1 TXNRD1 UBQLN1 UCK2 USP27X UTP15 UTP18 UTP25 WDR36 WDR74 XPOT YAF2 YARS1 YDJC ZCRB1 ZMYND19 ZNF507 ZNF608 GSE6674_ANTI_IGM_VS_ANTI_IGM_AND_CPG_STIM_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6674_ANTI_IGM_VS_ANTI_IGM_AND_CPG_STIM_BCELL_UP ABCA7 ABCD1 ACTN1 ADD3 ADGRE5 AIDA AIPL1 AK3 AKR1A1 ANKRD13A AP1S3 AP5M1 APOBEC3B ARHGAP18 ARHGAP45 ARHGEF18 ARL4D ASAP1 BCKDHA BCL6 BRDT C19orf12 CABCOCO1 CARD6 CAT CCDC28A CD247 CD84 CD9 CENPL CENPP CENPT CEP120 CEP128 CFAP210 COMMD8 CPT1A CTPS2 CYLD CYP2S1 CYTH3 DCAF11 DDX6 DENND1C DGKA DZIP1 EMC9 ENTREP3 EPHX1 ERLEC1 ESYT2 EVL FAM221A FAM32A FAS FNDC7 FRMD8 GDI2 GDPD3 GLCCI1 GLIPR1 GLRX GLT8D1 GNAI3 GRAMD2B GRAP GSAP GSE1 H2AC25 HACL1 HEXB HIP1R HLA-DOA HROB HSDL2 IFT122 IFT140 IK IKZF3 IL16 INPP1 IQCG IVD KIAA0040 KIZ KLC4 KLHL6 LAPTM5 LCMT1 LEPROT LPAR6 LRIF1 LRRC28 LSP1 LYPD6B LZTFL1 MAP1LC3B MAP2K6 MAP3K3 MBD1 MDM1 MKRN1 MRPL9 MSRB1 MTHFS MTMR14 MTURN N4BP2L1 NDRG3 NEU3 NGLY1 OSBPL9 OTUD1 PAQR7 PARP8 PARP9 PBXIP1 PECAM1 PGM2L1 PHF21A PIERCE2 PINK1 PIP4K2A PMM2 POLR3C POLR3GL PPP2R5A PRPF18 PSAP PTTG1IP RAB43 RANBP10 RASA3 RB1CC1 RDH12 RFX5 RIN3 RIPOR2 RNF144A RSPH3 RTN3 S1PR4 SAMHD1 SDF2 SEPTIN6 SESN1 SKA1 SLA SLC12A8 SLC17A7 SLC25A20 SLC25A45 SNRNP25 SORD SPATA13 SPATA6 SPICE1 SPO11 SPOP ST8SIA1 STARD3 STK38 STXBP3 SUPT4H1 SUSD1 SYT11 TAP1 TAPBPL TBX6 TCF7 TCP11L2 TCTA TENT5C TG THTPA TLK1 TMEM218 TMEM229B TMEM71 TOX4 TRAF3IP3 TRIM25 TSC1 TSTD1 TTC39B TTC9C TUBA1A TUBB2A TUBB2B TXNDC16 UMAD1 UROD YPEL2 YPEL3 ZFAND6 ZNF250 ZNF436 ZPBP2 ZRANB3 GSE6674_ANTI_IGM_VS_CPG_STIM_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6674_ANTI_IGM_VS_CPG_STIM_BCELL_DN ABHD17B AEN AGPAT3 AHCYL2 ALKBH1 AQP9 ARID5A ARL4A ATAD3A ATF3 BAG5 BAZ1A BBS12 BCL2L1 BDP1 BTG3 BYSL C3orf18 CASP8 CCDC86 CD48 CDK6 CDKN1A CDYL CEBPZ CHCHD4 CISH CLINT1 CLPX CMTM6 CNDP2 CORO2A CSRNP1 CTPS1 CTU2 DCAF13 DCUN1D3 DDX54 DEGS1 DGKE DHX33 DIMT1 DPH5 EEF1E1 EIF1AY ENTR1 EXOC5 EXOSC1 F2R FAM118B FBXO17 FBXO30 FKBP1A FPGS FRMD6 GADD45G GEMIN4 GMPPB GNAQ GNL2 GNL3 GPR83 GRWD1 HBEGF HEMK1 HK2 HMGXB3 HSD17B7 HSPA4 IFNG IFRD2 IL13 IL24 IL2RA IL4R IRF4 ISG20L2 ITIH5 ITK JAGN1 KANSL2 KCNK5 KRI1 KRR1 KTI12 LAMTOR3 LARP1 LARP4 LARS1 LIF LIG3 LRATD2 LRP8 LTA LYPLA2 MAK16 MAP3K8 MAT2A METAP1 MFSD2A MGAT2 MPHOSPH10 MTAP MYC NAF1 NDUFAF4 NEDD1 NHERF1 NIFK NIP7 NLE1 NOB1 NOC2L NOC4L NOL9 NOLC1 NOP2 OSM P2RX7 PANK3 PCGF6 PDP2 PER2 PGLYRP2 PIM1 POLR1B POLR3D POLR3E PPAN PPP2R1B PRICKLE1 PRMT6 PTGER2 PTGER4 PUS7 QSOX2 RASA2 RCN1 RGS1 RIOX1 RNF19B RPF2 RPP14 RRP1B RRS1 SEC24A SELENOS SEPTIN9 SHMT1 SLC14A1 SLC25A32 SLC25A33 SLC37A3 SLC39A6 SLC4A7 SLC7A1 SNHG17 SOCS1 SOCS2 SPATA5 SPATA5L1 SPRED1 SPRY1 SRM SURF6 SYPL1 TAF4B TAFA3 TAMALIN TBRG4 TEX2 THUMPD1 THUMPD3 TIMM10 TIMM8A TMEM158 TMEM185A TNF TSR1 TUBA4A TWNK TXNRD1 USP10 USPL1 UTP15 UTP18 UTP25 UTP4 WDR3 WDR43 WDR75 WDR77 YAE1 YRDC ZBTB11 ZMYND19 ZNF263 ZNF507 ZNF608 GSE6674_ANTI_IGM_VS_CPG_STIM_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6674_ANTI_IGM_VS_CPG_STIM_BCELL_UP ABHD4 ACBD5 ADD3 ADORA2A ALDH6A1 ANKRD46 AP5S1 ARHGAP12 ARHGAP45 ARHGEF18 ARMCX2 ARRDC3 ASAP1 ASB3 ATG12 ATOSA AURKB BCL2L11 BCL6 BCL9 BMT2 C16orf54 CBLB CBX1 CCDC28A CCDC28B CCNF CCNG2 CD5 CDCA3 CDIN1 CDKN2AIP CENPL CEP120 CHST12 CREBRF CROT CTDSP2 CTNS CYP2S1 CYTH3 DAPK2 DHX40 DIPK1A DNAJB4 DUBR DUSP10 DZIP1 ENTREP3 EVL FAM117B FAM221A FAS FBXL20 FBXO25 FBXO32 FOXO3 FRMD8 GALNT9 GDPD3 GLCCI1 GPATCH8 GRAMD2B GRAP HECA HOXD3 HROB HSDL1 IFNGR1 IKBKE IL16 IL7R ING4 INSR IP6K1 IPCEF1 IRF9 JDP2 KCNN4 KDM4B KHNYN KIAA0040 KIF18B KIF20A KIF21B KIF2C KLHL24 L3MBTL3 LDLRAP1 LRRC28 LYPD6B LZTFL1 MAF1 MAP2K6 MAP3K3 MASTL MAT2B MBNL2 MDM1 METTL7A MMP3 MSL3 MTMR14 MTURN N4BP2L1 NARF NATD1 NBR1 NDC80 NEK1 NEU3 NFATC3 NGLY1 NRIP1 OAZ2 ORC5 OSBPL9 OSER1 OTUD1 OXR1 P4HA2 PAIP2 PECAM1 PGM2L1 PIK3IP1 PIMREG PIP4K2A PNPLA8 POT1 PPP2R5D PTGIR PTTG1IP PXYLP1 RANBP10 RBM4B RDH12 RETREG2 RGS16 RIPOR2 RNF13 RNF181 RPRD2 RPS6KA5 RSRP1 S1PR4 SASH3 SENP7 SERTAD3 SESN1 SFR1 SGMS1 SH3RF1 SH3YL1 SLA SLAIN1 SLC37A4 SLC38A7 SLC43A2 SPATA13 SPOP SSC4D ST8SIA1 STK38 STX5 SYNGR3 TCF7 TDRP TENT5C TESK2 TMEM106B TMEM71 TMIE TMUB2 TNFAIP8L1 TNIP1 TOB1 TRAF3IP3 TSC22D3 TSPAN32 TTC9C UBE2H UBE2T UEVLD USP28 USP53 VIPAS39 YPEL2 YPEL5 ZBTB44 ZC3H12D ZFAND3 ZFAND4 ZNF274 ZNF395 ZNF436 ZNF467 ZNF512 ZNF667 ZPBP2 ZYG11B GSE6674_ANTI_IGM_VS_PL2_3_STIM_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6674_ANTI_IGM_VS_PL2_3_STIM_BCELL_DN AARS1 ABCC1 ACOT7 AEN AHCTF1 ALDH18A1 ARCN1 ARF4 ARMCX4 B3GALT6 BCLAF3 BDH1 BDP1 BLM BMP2K BRIX1 BTG3 C15orf48 C19orf48P C5orf22 C9orf64 CA12 CAD CALR CAND1 CD82 CDC37L1 CDK6 CHD1 CLCN3 CLPTM1L CNOT7 COPS7A CRY1 CUL3 DCAF1 DCUN1D2 DGKH DIMT1 DIS3 DNAJA2 DNAJC2 DNAJC21 DPH5 DUSP4 E2F3 EEF1E1 EFL1 EIF2S2 EIF3B EIF4G3 EIF5A ELMO2 EPRS1 ERN1 ETV5 FAM185A FARSB FASN FMNL3 FNIP2 FUBP1 GABPB1 GARS1 GEM GFPT1 GOLIM4 GZMB HK2 HSD17B12 HSD17B7 HSP90B1 HSPA4 HSPA9 HUWE1 IBTK ID2 IL2RA IL2RB IPO9 IVNS1ABP KAT2A KCNAB2 KCNK5 KCNQ5 KCTD13 KIAA1191 LARP1 LARP4 LARS1 LATS1 LDLR LRP8 LYPLA2 MAPRE1 MAT2A MFSD2A MLX MORC2 MRI1 MRPL17 MRPL19 MRPL52 MSTO1 MTAP MTRR MYBBP1A MYC NAF1 NARS1 NEDD9 NOC4L NOL10 NOP2 NPEPL1 NSUN2 NUCB1 NUP153 NUP160 ODC1 ORC4 OSBP PALS2 PANK3 PAXBP1 PCBP1 PEX1 PIKFYVE PIM3 PLEKHA3 PLPP5 POLR1A PRPF8 RABGGTB RANBP2 RARS2 RASA2 RASGRP1 RBMXL1 RCN2 REXO2 RMI2 RNF11 RPP25 RRN3 SEC16A SEC24C SEMA4D SENP6 SEPTIN9 SETD6 SF3B3 SHMT2 SIAH2 SLAMF7 SLC25A15 SLC39A10 SLC39A6 SLC7A5 SMYD2 SPATA5 SPATA5L1 SPRED1 SQLE SRM ST3GAL4 STRN3 STT3A SUZ12 SYPL1 TAFA3 TAMALIN TARS1 TCOF1 TEX2 TFDP1 TGFB1 TMEM147 TMEM209 TMEM68 TNF TPP2 TPR TUBA4A TUT1 UBA5 UBQLN1 UTP18 VMA21 WDR43 XBP1 XPO5 XPOT YDJC YWHAG ZC3HAV1L ZDHHC13 ZDHHC21 ZRANB2 GSE6674_ANTI_IGM_VS_PL2_3_STIM_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6674_ANTI_IGM_VS_PL2_3_STIM_BCELL_UP ACAA1 ACOT9 ADGRE5 ALDH7A1 ANAPC16 ANAPC7 AP5Z1 APIP ARL16 ARL6IP5 ARSK ATG101 BCAS2 BCKDHA BCL6 BTD CARHSP1 CASP2 CCSAP CDCA3 CDCA8 CDKN2C CDKN3 CENPA CENPL CEP44 CEP70 CFAP68 CGRRF1 CHRAC1 CMC2 COMMD8 CRIP2 CSRP1 CTSV CYB5R4 CYLD DARS2 DBNDD2 DCAF6 DCTN1 DDT DHRS1 DNASE1L1 DNTTIP1 DPP4 DSN1 DYNLT1 EAPP EIPR1 EMP1 ENSG00000286190 EOLA1 ERLEC1 ESYT2 ETFDH FAM210B FAM3C FAM89B FBXO8 GABARAPL2 GFI1 GINS4 GLO1 GMPR2 GOLPH3L GPANK1 H2BC3 HADH HDAC1 HDAC8 HEXB HIKESHI HSD17B11 HSDL2 HYLS1 IDNK IFT140 IFT27 INPP5K INSL6 INTS12 IPCEF1 KIAA0040 KIF20A KIF2C KLHL24 MAD2L1 MAF1 MARCKSL1 MAT2B MDM1 METTL26 METTL7A MFSD11 MOCS2 MPP1 MPV17 MRPL27 MRPL9 MTERF2 MTERF4 MTIF3 MTMR14 MTURN MXD4 MZT2B NGLY1 NME7 NSMCE2 NUDT22 NUDT7 OAZ2 OIP5 PDCD4 PDE3B PDZD11 PIK3IP1 PIMREG PINK1 PNKD POC1A PPIL2 PPP1CA PRKAG1 PRMT2 PSMD10 PTS PTTG1IP QSOX1 RAB2B RBBP9 RDH12 RFX5 RGS2 RIDA RILPL2 RNASE4 RNF167 RPA3 RPAIN RRAS RTF2 S1PR4 SCARB2 SCP2D1 SDF2 SELENOP SERINC5 SESN3 SFXN4 SKA1 SKP1 SLC25A20 SLC39A1 SLU7 SMAD7 SMIM20 SNX20 SPATA6 SPOP SSNA1 STK38 STX5 STXBP3 SUGP1 SUGT1 TBC1D4 TENT5C TERF2 TESK2 TFDP2 THAP11 TMEM141 TMEM167B TMEM242 TMEM38A TMEM71 TMUB2 TOB1 TPMT TRIM59 TRMT10B TTC33 TTC9C TTLL1 UBE2H UROD USF1 VAMP8 WDR45 WDR53 WDR6 ZC3HAV1 ZFAND1 ZFYVE26 ZNF260 ZNF436 ZNF708 ZSCAN26 GSE6674_CPG_VS_CPG_AND_ANTI_IGM_STIM_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6674_CPG_VS_CPG_AND_ANTI_IGM_STIM_BCELL_DN AARS1 ACAP1 AGPAT3 AHCYL2 ALDH18A1 ANGPTL6 AQP9 ARHGAP5 ARID5A ARL14EP ARL4C ASNS ATAD3A ATF3 ATF4 ATF5 ATG16L1 BANP BASP1 BHLHE40 BIRC3 BTG3 C1QTNF12 C3orf18 C3orf38 CARS1 CCND3 CD300LF CD53 CDCA7L CDK17 CDK6 CDKN1A CEBPG CEP170 CHAC1 CHIC2 CISH CNDP2 CREBZF CSRNP1 CYRIB DCUN1D3 DDIT3 DDX50 DENND2D DIMT1 DIPK2A DNAJA3 EEF1E1 EEIG1 EGLN3 ERO1A ERRFI1 ETV3 EXOC5 FAF1 FAM204A FBXL5 FBXO30 FKBP1A FNIP1 FOSL2 GADD45G GALNT6 GCM2 GEM GPBP1 GYS1 HBEGF HBP1 HERPUD1 HIF1A HILPDA HK2 HNRNPDL HSPA9 IL24 ITGAV ITIH5 ITK JMJD6 KCMF1 KLHDC1 KMT5B LAMA5 LIN7C LRATD2 LRIG2 LRP12 LTA LTB LUC7L MALT1 MAP4K3 MARCHF7 MCF2L MIPOL1 MLLT3 MOB4 MT2A MTMR3 MXI1 MYC NAA16 NARS1 NDEL1 NDFIP2 NDRG1 NEPRO NFE2L2 NFIL3 NIBAN1 NOC3L NOP2 NUP50 ODR4 P4HA1 PAPSS1 PARP6 PAXBP1 PC PCGF5 PDE4B PFKFB3 PFKP PIM3 PKP2 PLCXD1 PLEKHA2 PPP1R3B PPP2R2A PRELID2 PRNP PRPF38B PSENEN RASGRP1 RBM22 RCHY1 RCN1 RESF1 REXO2 RGCC RHBDD1 RLF RNF138 RRP1B RUNDC3B SAP30 SAR1A SARAF SEC24A SEH1L SENP6 SERTAD2 SGF29 SLC2A1 SLC2A3 SLC30A9 SLC38A2 SMC5 SMNDC1 SMOX SMTNL2 SMYD3 SNHG12 SNHG17 SNX18 SOCS1 SPATA5 SPIN1 SPRED1 SRM STC2 SYCE2 TAFA3 TENT2 TENT5A TES TMEM158 TNF TNFRSF9 TPD52 TRIB3 TRIM24 TRMT10C TSPAN9 USP22 USP27X USPL1 UTP18 VSIR WAPL XPOT ZFAND5 ZFP62 ZMYM2 ZNF292 ZNF451 ZNF608 GSE6674_CPG_VS_CPG_AND_ANTI_IGM_STIM_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6674_CPG_VS_CPG_AND_ANTI_IGM_STIM_BCELL_UP ABCD1 ACADL ACAT2 ACTN1 AIDA AIPL1 AKAP12 ALDH7A1 ALOX5AP ANKRD13A ANKRD46 ANP32E APIP APOBEC3B ARHGAP19 ARL4D ATOX1 ATP5IF1 ATP5MC3 BABAM1 BANK1 BECN1 BIRC5 BTBD1 CASP7 CCDC122 CCDC28A CCDC28B CCNF CD1D CD74 CDC123 CDC25C CDCA3 CDKN3 CEMIP2 CENPL CENPP CHMP4B CIB1 CIP2A CKS2 CNPY2 COMMD4 CPT1A CTSD CYBB CYTH3 DAPL1 DARS2 DDT DDX24 DDX6 DHCR7 DOP1B DZIP1 EMC2 ESYT2 EXOC2 EXTL2 FAAP24 FAM229B FAM3C FEN1 FIG4 G6PD GABARAPL2 GAS2L1 GATC GLRX GLT8D1 GRN GZF1 H1-2 HARS1 HEMGN HLA-DMB HLA-DQA1 HMMR HSH2D HYLS1 IDH1 IDI1 IDNK IFIT2 IFT122 IFT140 IFT27 IPCEF1 KIF2C KNSTRN LACTB LARS2 LCMT1 LGALS9B LRR1 LRRC28 LZTFL1 MAD2L1 MAP3K20 MARCKSL1 MBD1 MCEE MCM7 MDH1 MDM1 MGAT1 MOSMO MPEG1 MRPL18 MS4A1 MSL3 MTMR14 MTMR4 MZT2B NCBP2 NDC80 NDRG3 NDUFA4 NELFCD NMI NSG2 NUDT1 NUDT16 OAZ2 ORC1 OSCP1 PARP3 PECAM1 PGD PHACTR2 PHPT1 PIAS2 PLAAT3 PLS1 PML PRDX1 PRDX4 PRPF18 PRPF38A PSMA2 PSMA4 PSMB9 PXMP2 PYCARD RANBP10 RFX5 RMND5A SAMHD1 SERINC5 SESN1 SGMS1 SHISA5 SKIC8 SNRPC SPO11 STK38L SUB1 SUSD1 SUV39H1 TAF2 TAP1 TAP2 TAPBP TBX21 TCTA TECR TESK2 THTPA TM9SF1 TMBIM6 TMIE TNFAIP8L1 TNFRSF13B TOR3A TRAFD1 TRAPPC1 TRAPPC13 TRIM25 TRIM5 TRMT2B TROAP TSTD1 TTC9C TUBA1A TUBB2A TUBB2B TUBB4B TXN TXNDC16 TYMS UNC93B1 UROD WBP1 WDR6 YWHAB ZC3H12D ZNF627 ZPBP2 GSE6674_CPG_VS_PL2_3_STIM_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6674_CPG_VS_PL2_3_STIM_BCELL_DN AARS1 ABCC1 ACBD3 AGPAT3 AHR ALDH18A1 AP4E1 AQP9 ARF6 ARMCX4 ARPC2 ASNS ATG2B BLTP3A BLTP3B BMP2K BRAF BRD4 C15orf48 CAND1 CEP295 CHAC1 CHSY1 CIPC CLCN3 CLNK CNNM4 COBLL1 COPG1 CSDE1 CSRNP1 CYB5R1 CYRIB DAZAP1 DCAF1 DCUN1D3 DDX42 DENND11 DIP2C DMTF1 DNAJA3 DNAJC21 DOCK10 DUSP6 EIF2S2 EIF3A EIF5 ENTPD4 EPRS1 ERN1 ERRFI1 ETV3 EXOC5 F2R FHL2 FNDC3A GAA GABPB1 GADD45G GARS1 GCH1 GCNT1 GEM GID4 GOLGA7 GOPC GRAMD1B HAUS6 HAX1 HDLBP HECTD1 HK2 HMGXB4 HSPA9 IARS1 IER3 IFRD1 IL24 IL2RB IMPDH1 KCNK5 KCNK6 KCNQ5 KDM6A LARP1 LARS1 LATS1 LIN7C LRATD2 LRP12 LRRC41 MAF MARS1 MCTP2 METRNL MIA2 MIDEAS MRI1 MRPL52 MTHFD2 MYC MYO10 NAA16 NARS1 NCBP3 NCOA6 NET1 NFIL3 NFYB NHLRC2 NOL10 NRDC NRF1 NUCB1 NUP153 ORC4 OSBPL3 P2RY14 PALS2 PARVG PCID2 PEDS1 PEX1 PICALM PIK3CD PIM3 PKN2 PRPF8 PRRC1 PTPRE RAB5A RAD23B RAP1GDS1 RASGRP1 RNF11 RNF126 RNF141 ROCK1 RWDD1 SAR1A SDAD1 SEC24C SEMA4D SENP6 SF3A1 SHMT2 SIAH2 SLC16A6 SLC25A30 SLC38A2 SLC39A6 SLC3A2 SLC7A5 SMC5 SPATA5 SPRED1 SPRY1 ST3GAL4 SUZ12 SYPL1 TAB2 TAFA3 TAMALIN TBL2 TEX10 TEX2 TINF2 TMEM163 TMEM170B TMEM186 TMEM209 TMEM248 TNFRSF9 TNPO1 TNPO2 TPP2 TPR TRAF4 TRAPPC8 TRMT10C U2SURP UBA5 UBE2I UBE2J2 UBR5 UFL1 UNC13A USPL1 VASP VSIR WNK1 WRNIP1 XBP1 XPO1 XPO4 XPOT YARS1 ZBED6 ZNF131 ZNF143 GSE6674_CPG_VS_PL2_3_STIM_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6674_CPG_VS_PL2_3_STIM_BCELL_UP AAMDC ACAA1 ACAA2 ADCK5 AFF3 AKR1B10 AKR1E2 ALKBH4 APIP ARL16 ARL4D ARL6 ATG101 ATP6V1G2 AXL B9D1 BCO2 C19orf53 C6orf118 CAMLG CARMIL1 CBR4 CBY1 CD1D CD27 CD3G CD9 CEP19 CEP70 CEP83-DT CHEK2 CNP CNPY4 COG4 COMMD3 COMMD4 COQ9 COX7A1 CRYL1 CTSV CXXC5 CYB5R4 CYRIA DARS2 DECR1 DGCR6 DGLUCY DHRS1 DNAAF10 DPCD DPP4 DSN1 EIPR1 ELOF1 ENSG00000286190 ETFA ETFDH EVL FAM174A FAM216A FAM229B FAM32A FECH FFAR2 FIS1 FUNDC1 GABARAPL2 GBP4 GGACT GINS4 GMPR2 GOLT1B GRN H2BC13 HADH HEXIM1 HIGD2A HSD17B11 HTATIP2 HYLS1 IDNK IFT140 IFT22 INPP5K INTS9 IPCEF1 JMJD8 LCMT1 LRRC28 MATCAP2 MCEE MDH1 MED30 METTL7A MFSD11 MORN2 MPLKIP MPP1 MPV17 MRNIP MRPL27 MRPS33 MS4A6A MSL3 MTMR14 MTURN MXD3 MXD4 MZT2B NDUFB9 NME7 NPHP1 NQO2 NUBPL NUDT7 OARD1 OIP5 OTUB1 PAGR1 PARS2 PDZD11 PEX7 PHF7 PHPT1 PI4KB PPP1R16A PPP1R21 PRCC PRDX4 PRKACA PSMD10 PSME3IP1 PTS PYCARD RASGEF1A RETSAT RFX5 RIDA RILPL2 RNASEH2A ROM1 ROPN1L RPAIN RPGR RSU1 RWDD2A SBK1 SCP2 SEM1 SEPTIN8 SETD7 SIRT4 SKP1 SLC25A12 SLC25A20 SLC35F5 SMIM30 SMIM8 SMPD2 SORBS1 SPO11 SSU72 SUGP1 TCF19 TCF7 TIMM22 TIMP2 TM2D2 TMBIM4 TMEM101 TMEM106B TMEM106C TMEM141 TMEM216 TMEM242 TMEM38A TNFRSF13B TOMM6 TRAF3IP3 TRAPPC2L TRPM1 TSPAN2 TSPAN3 TSPAN32 TSPO TST TXNDC16 TXNIP UROD USF1 VCPIP1 VRK1 WDPCP WDR35 YIPF1 ZBTB11-AS1 ZC3H12D ZFYVE19 ZFYVE26 ZPBP2 GSE6674_PL2_3_VS_ANTI_IGM_AND_CPG_STIM_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6674_PL2_3_VS_ANTI_IGM_AND_CPG_STIM_BCELL_DN ABHD17B ACSL4 ADPRH AFDN AFF1 AGTPBP1 AKAP13 ANKLE2 ANXA3 AP3B1 APLP1 ARHGEF3 ARID5A B4GALT1 BCL2L2 BICDL1 BMP2K BMPR2 BTG1 C3orf18 C9orf85 CA13 CAMSAP2 CAPN2 CAPN5 CAST CASTOR1 CCNC CD44 CD53 CDK17 CDK6 CISH CLINT1 CLPX COBLL1 COX17 CSRNP1 CYB561 CYSLTR1 DCAF7 DCUN1D3 DENND5A DIPK2A DLGAP4 DNAJC30 DOCK10 DRAM2 DUSP22 EDEM2 ENO3 EPS15 EZH2 FAF1 FASLG FBXO17 FBXO28 FCMR FDX1 FNIP1 FOXO1 FYN GAB2 GALC GALNT3 GNAZ GPBP1 GPKOW GPR146 GRIN1 GRINA GSTT1 GTF2B H3C14 H3C7 HBEGF HEATR5A HECTD1 HEY1 HIBADH HIPK2 HLA-A HROB ICOS IFT46 IL10RB IL24 IL2RA IL7R IRF4 ITGA6 KDM3A LETMD1 LTA LYRM1 LYST MAN1A1 MAPKAPK2 MBD2 MDFIC MGAT4A MIER1 MIF MLLT3 MPZL2 MTMR3 MXI1 MYB MYC NABP1 NDRG2 NF2 NFKB1 NR4A3 NRN1 NSD3 OSM OXLD1 PC PEX1 PFN2 PGM1 PHF6 PHF7 PIM1 PITPNC1 PLA2G12A PLP2 PLPP2 POLI POU6F1 PRDM2 PRELID2 PRICKLE1 PRNP PTGER2 PTPRK RAB11A RAB34 RABGAP1L RAD52 RAP1GDS1 RASA1 RASGRP1 RBM17 REV3L REXO5 RGCC RGS1 RIOK3 RNF11 RNF19B RRAGD RRAS RYBP SAP30 SCARB2 SDF4 SELP SEPTIN9 SH2D1A SH3GLB1 SLC39A10 SLC4A7 SMARCE1 SMOX SOCS3 SPAG9 SPRY1 SSH2 ST3GAL4 STRADB SYTL1 TAX1BP1 TENT5A TET2 TEX2 TG THEMIS TMCO3 TMEM107 TMEM131L TMEM158 TMEM184B TMEM237 TP53BP2 TPD52 TRAF6 TRPC4AP USP22 UTRN VPS37B WDR82 WNK1 XBP1 YAF2 ZC3H12D ZDHHC18 ZNF524 ZNRF3 GSE6674_PL2_3_VS_ANTI_IGM_AND_CPG_STIM_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6674_PL2_3_VS_ANTI_IGM_AND_CPG_STIM_BCELL_UP ABHD16A ABI3 ABTB3 ACBD4 ACP3 AIP AK2 AKR1C3 AKR1C4 AKT2 ALKBH4 AMPD2 ANP32E AQP9 ARMCX4 ARRB2 ASB2 ATIC ATP5MC1 ATP6V0A2 ATP8B2 AXIN2 BPNT1 BRS3 C1QA C8orf58 C9orf152 CASP7 CCNE2 CD82 CDC6 CDCA4 CDKN2AIPNL CHRNB2 CHST14 CNR2 COMMD7 CPSF3 CRYBG2 CTRL CXCR3 DDX11 DIS3 DLST DNAJB1 DNMT3A DPP3 DTNBP1 DUSP10 DUSP7 DYRK2 ELMO2 EMG1 EPAS1 ETAA1 EYA2 FBXO33 FHL2 FNBP1 FRMD8 GCM2 GDPGP1 GLIPR1 GOSR2 GRAMD1B HESX1 HIP1 HNRNPM HRC ID2 IER5 IFI30 IL12RB1 IL21R IL4 INPP5D INTS14 INTS5 IQUB IRF1 KLHDC3 LAMTOR4 LANCL2 LASP1 LCP2 LFNG LMNB1 LNPK LRRC69 LTA4H LYPLA2 MAD2L1BP MAF MAOA MID1IP1 MRPL51 NAA40 NANP NEDD9 NHLRC2 NME1 NMNAT3 NT5C2 OLFM1 PAG1 PARVG PDCD1 PDGFB PDP1 PFN1 PIGR POLR2D POLR3K PPARG PPIH PPP1R15B PPP2R1B PRAP1 PREX1 PRKAG2 PROS1 PRSS37 PSMC1 PSMC2 PTK2B PXYLP1 PYGO2 RAB19 RAB1B RAB27A RAB32 RANBP6 RAP2C RAPSN RASAL3 RASL11B RASSF5 RBM12 RGS3 RNF166 RPA2 RPS6KA3 RPS6KA5 RRM2 RRP1 RTF1 RXRA S100A5 SAE1 SAPCD2 SASH3 SCAMP3 SEMA4A SGK1 SLA SLBP SLC37A3 SLCO4A1 SMIM15 SNX15 SNX17 SNX33 SNX9 SPR SPTLC1 SRSF1 SRSF2 SSR2 ST8SIA4 SUCLG1 SUSD3 SYNCRIP TAPBPL TBKBP1 TEDC1 TEPP TK1 TM6SF1 TM6SF2 TMC6 TMEM164 TMEM39B TNK2 TNNI3 TSPAN14 TUBB4B UNKL UQCR11 VCP VSIR WASHC1 WDR6 XRCC2 ZAP70 ZBTB1 ZFTA ZMYND19 ZNF207 ZNF367 ZNF43 GSE6674_UNSTIM_VS_ANTI_IGM_AND_CPG_STIM_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6674_UNSTIM_VS_ANTI_IGM_AND_CPG_STIM_BCELL_DN ABHD17C ADRM1 ADSL AEN AGGF1 AHCTF1 AKAP8 ALKBH1 ANKIB1 ARCN1 ARL4A ASB2 ATAD1 ATAD3A ATP8B2 B3GALT6 BAG5 BCLAF3 BDP1 BRIX1 BTG3 BYSL C19orf48P C3orf18 C5orf22 C7orf25 CD82 CDK6 CEBPZ CHCHD4 CNBP DDX54 DET1 DGKE DHX30 DICER1 DIMT1 DIS3 DLST DUS1L DUSP4 E2F3 EEF1E1 EIF1AY EIF4A3 EIF4G3 ELMO2 ENTR1 ERN1 ETV6 EXOSC1 FAM185A FHL2 FMNL3 FNBP1 G3BP2 GADD45G GCNT1 GEMIN4 GMPPB GNL3 GTF2E1 GTPBP4 GZMB HAPSTR1 HSD17B7 HSPA9 IL15RA IL24 IL2RA INO80E IPPK IRF4 KANSL2 KCNK5 KCTD13 KIAA1191 KRI1 LAP3 LARP4 LATS1 LCP2 LDLR LRP12 LRP8 LYPLA2 MACIR MAFK MAK16 MAPK8 MARK3 MAT2A MDFIC MFSD2A MINDY3 MORC2 MRPL17 MRPL19 MTAP MYC NAA25 NAT10 NDUFAF4 NEDD9 NHLRC1 NIP7 NMD3 NOC4L NOL9 NOP2 NSUN2 ODC1 OSM OTUD4 PANK3 PDCD11 PDCD1LG2 PDP1 PICALM PIKFYVE PIM3 PLEKHA3 PLK3 POLR1A POLR3D POLR3E PPA1 PPAN PPP1R12A PPP2R1B PRMT5 PSME3 QSOX2 RARS2 RASA2 RBMXL1 RIOX1 RMDN3 RRN3 RRP9 RRS1 SELENOS SENP3 SEPTIN9 SIAH2 SLC20A1 SLC37A1 SLC37A3 SLC4A7 SOCS1 SPATA5 SPATA5L1 SPRED1 SRFBP1 SRM SRSF2 SRSF6 STRN3 SYPL1 TAFA3 TAMALIN TARS1 TASOR2 TEX2 TFDP1 TGIF2 THUMPD3 TMEM185A TMEM39A TMEM68 TNF TRMT10C TRMT5 TSR1 TUBA4A TWNK TXLNA UBA5 URB1 URB2 USO1 USP31 UTP15 UTP18 UTP25 UTP4 WDR3 WDR43 WDR74 WSB2 XBP1 XPO5 YDJC ZCCHC2 ZDHHC13 ZDHHC21 ZMYND19 ZNF507 ZZZ3 GSE6674_UNSTIM_VS_ANTI_IGM_AND_CPG_STIM_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6674_UNSTIM_VS_ANTI_IGM_AND_CPG_STIM_BCELL_UP ACBD5 ADCY7 ADD3 AKR1B10 ALKBH4 APBB1 ARHGEF18 ARRB1 ATG9A AURKA BCL2L11 BCL6 BEND5 BSDC1 CCDC28A CCNF CCNG2 CCPG1 CDCA5 CDIN1 CDKN2C CENPL CEP128 CGRRF1 CHST12 CNEP1R1 CROT CRYZ CYLD CYP2S1 CYRIA D2HGDH DAG1 DAPK2 DDT DHX40 DNAAF5 DNAJB4 DUSP19 EID1 ELF1 ETFDH EZH1 FAM114A1 FAM53C FBXL20 FBXO25 FBXO32 FBXO33 FOXO3 GATD1 GBE1 GINS4 GIT2 GLA GLO1 GLOD4 GMNN GOLPH3L GPANK1 GRHPR HIKESHI HLA-A HMMR HSDL1 HSPA2 IFT27 IKBIP IL16 IMPA2 INTS10 INVS IPCEF1 JMY KCNN4 KDELR1 KIF18A KIF18B KIF20A KIF21B KIF22 KIF2C KIF3C KLHL32 KNSTRN LETMD1 LRR1 LYPD6B MAF1 MAP1LC3B MAP2K6 MASTL ME2 METTL7A MFSD11 MGARP MLLT3 MRPL9 MTERF2 MTIF3 MTMR14 MTURN MXD3 MXI1 NADK2 NBR1 NDRG1 NEK1 NGLY1 NME7 NR2C2 NSMCE4A NWD1 OSER1 OTUD1 OXLD1 OXR1 PAFAH1B3 PAICS PAIP2 PAPSS1 PARP16 PDE3B PEX13 PEX6 PKP2 PLPP2 PNKD PPP1R3G PRUNE1 PTPN22 PYGL RAB9A RAP2A RASGEF1A RBBP9 RBM10 RBM14 RDH12 RGS2 RILPL2 RIPOR1 RMND5A RNASEH2A RNF103 RNF181 RPAP2 RRAS S1PR4 SDC4 SELENBP1 SELENOP SH3YL1 SHCBP1 SKA1 SLC37A4 SLC39A4 SLC43A2 SMAD7 SNX1 SNX20 SORD SPICE1 STK38 STX5 TCF19 TENT5C TESK2 TFDP2 THOC7 TMEM106C TMEM107 TMEM38A TMEM71 TNFAIP8L1 TNIP1 TOB1 TRIM45 TRIM59 TTC33 TTC9C TTLL1 TWF2 UBE2H UBE2T UEVLD UROD VIPAS39 WDR45 WRAP73 YPEL2 YPEL5 ZC3H12D ZNF260 ZNF394 ZNF395 ZNF436 ZNF627 ZNF708 ZSWIM3 GSE6674_UNSTIM_VS_ANTI_IGM_STIM_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6674_UNSTIM_VS_ANTI_IGM_STIM_BCELL_DN ABHD12B ADAMTS9 ANKEF1 ANKRD42 AQP5 ARHGAP22 ARMCX4 ASB14 ASTL ATP2B3 BAHCC1 BARD1 BDKRB1 BGLAP BMP7 BTN1A1 CABP7 CACNG5 CCDC60 CD14 CD5 CHRM4 CHRNB4 CHRNE CHST10 CKM CLEC4D COL17A1 CSN2 CYP7A1 DCN DDI1 DLL4 DOC2B DRGX ENTREP3 EPPK1 ERN2 F2RL3 FA2H FAM83A FOXR1 FXYD7 GABRG1 GABRR2 GATA2 GDF6 GJA4 GP1BA GPIHBP1 GPR37L1 GRAMD2A HRC IFITM1 IL1B IRF7 KCNA1 KDF1 KLRG2 KRT73 KRT75 KRTAP17-1 KRTAP5-3 LDLRAD1 LELP1 LHX2 LMOD1 LRRC75B MAPK15 MARCHF11 MED12L MELTF MIR221 MIR34C MIR365A MPTX1 MRGPRG MSLNL MTHFR MYL10 NAALADL1 NCALD NEUROD1 NFASC NR4A2 ODF3 OMP OTP PANX2 PBLD PDCL2 PIH1D2 PSORS1C2 PTGFR PTHLH PTPRZ1 RFPL4B RGS6 ROPN1 RPL7A RPS3 RRH SAPCD2 SCARA5 SCGB1A1 SCML4 SCUBE2 SGIP1 SH2D6 SHISA4 SLC17A2 SLC22A14 SPC24 STEAP4 STYXL2 SUSD4 SYNDIG1L SYNGR3 SYT15 TACR3 TBX21 TEAD1 TECTA TESC TEX55 THEGL TMEM179 TMEM184A TNFRSF17 TNFRSF9 TRPV5 TXN USP18 VIPR2 WFDC1 ZBTB32 ZFP92 GSE6674_UNSTIM_VS_ANTI_IGM_STIM_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6674_UNSTIM_VS_ANTI_IGM_STIM_BCELL_UP ACER3 ACTR5 AHCYL1 ALDH6A1 ALG3 AOC1 AP1S2 AP2S1 APOC2 ARHGAP15 ARHGAP18 ASB7 ATG4C ATL3 ATP11C BMAL1 C1QC CALCRL CAPN11 CCNT1 CDC16 CEP83 CERS5 CLTB COPB2 COPS4 COX16 COX17 CPOX CYP20A1 CYRIA DCBLD2 DEK DENND6A DMAC2 DTYMK DYNLL2 ECD EEF1AKMT2 ENTPD6 EPHX1 ERMP1 FAR1 FBXO28 FERMT3 FLVCR1 FN3KRP FTO FUBP1 GAA GALM GINM1 GNPDA2 GOLGA1 GOLIM4 GRK4 GRK5 GTF2H1 GTPBP8 HARBI1 HERC3 HEXB HOOK1 HSP90AB1 IL27RA IL6ST IRAK4 ITGB2 ITSN1 KIZ KRCC1 LPL LRP10 MCRIP1 MED28 MFSD14B MIA3 MIR450B MMGT1 MPZL2 MRPL17 MRPS18A N4BP2L2 NAIF1 NCKAP1 NCOA7 NDUFB8 NEK4 NOC3L NOL10 NOL7 NONO NPAT NPTN NR4A3 NSF NUF2 OTUD5 PAFAH1B2 PARP1 PDAP1 PDCD1LG2 PIGP PIK3IP1 PLAA POGLUT1 POLR2F POLR3G PON2 PRKAB2 PRKCA PSMD5 PTGR2 PTK2 PTPN11 RAB35 RASA1 RBBP8 RHOC RNPC3 RSU1 SBNO1 SCD SCFD2 SEC63 SEMA7A SLC25A24 SLC38A9 SLC39A11 SLC4A1AP SLF1 SMC6 SMU1 SMYD5 SNAP29 SNX2 ST3GAL3 ST7 TAX1BP1 TBC1D22A TFAM TIFAB TLE6 TM7SF3 TMEM106B TPK1 TRAM1 TRPV2 TTC13 TTC32 UBA5 USP16 USP2 USP6NL VHL WRN XBP1 YLPM1 ZCCHC10 ZDHHC13 ZFAND5 ZMPSTE24 ZNF90 GSE6674_UNSTIM_VS_CPG_STIM_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6674_UNSTIM_VS_CPG_STIM_BCELL_DN ABCD1 ABHD4 ABT1 ACAD9 ACTR10 ADAL AGK AHR AKAP8L ALDH1A1 ALDH9A1 ANKRD22 ANKRD26 ARHGAP27 B3GNT2 BACE1 BEST1 BGN BPGM BTBD9 CABYR CBLB CBR1 CCDC14 CCDC163 CCK CD300LB CEP152 CGNL1 CIDEB COPS6 CREG2 CTHRC1 DCUN1D3 DESI1 DNAJC2 DUS4L DVL1 EFL1 ENC1 ENTPD7 FHL1 FHOD1 FMNL1 FTSJ1 GALT GPKOW GRIPAP1 GTF2H5 H4C3 HABP4 HAUS8 HGF HGSNAT HIGD2A HIPK1 HNRNPH1 HSD17B10 HSPB6 HYCC1 IBTK IMP3 INPP5J IQCE JADE1 KCTD12 KIT LAT LGR4 LMAN1 LMBR1 LRRC45 LSG1 LSS MAF MEFV MIR191 MIR302A MKRN2 MMACHC MOGAT2 MPV17 MRPL49 MTFR1 NADSYN1 NAV1 NBEAL2 NCDN NDE1 NDUFA12 NME3 NPPC NSMF NUP107 NUP37 OAS3 OLFM4 PADI4 PAF1 PCDHB18P PCGF2 PDE2A PDXK PECR PHF5A PLCXD2 PLD3 PMVK PNPLA7 POLR1A POLR3F PRKCH PSMD4 PSTK PTPRS PYCR2 QSOX1 RASA3 RASGRP4 RBM38 RBM44 RIC3 RNF128 RNF185 RNF20 RO60 RTEL1 S100A10 S1PR1 SDC2 SFXN4 SHARPIN SHC1 SLC20A1 SLC22A4 SLC25A35 SLC29A1 SLC37A2 SLC38A7 SLC41A3 SLC48A1 SLC4A1AP SLCO4A1 SSX2IP SUOX SUSD1 SUSD3 TALDO1 TGFBI THAP3 TMEM141 TMEM143 TMEM266 TOMM7 TRA2B TRAF1 TRPV2 TRUB2 TTLL12 UFD1 WBP1 WWOX YTHDF2 ZXDC GSE6674_UNSTIM_VS_CPG_STIM_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6674_UNSTIM_VS_CPG_STIM_BCELL_UP AADAC ABTB1 ACLY ACP5 ACSBG2 ACVRL1 ADAM1A ADAP2 ALMS1 ANGEL1 AP2S1 ARL4C ASAH2 ASB11 ATP6V1G3 AXL BASP1 BLOC1S6 CALCR CALHM6 CD200 CD86 CDH5 CDHR5 CH25H CHTF8 CIAO2B CLIC5 COTL1 CRIM1 CSRP1 CXCL11 CYP27A1 DBNL DIP2A DNASE1L2 DSE ELF4 ENO3 ENTPD1 FAH FAM166B FGF23 FIS1 FNDC3B FYN GABBR1 GATM GCK GPR33 GYS1 HCK HDAC1 HDAC5 HIBADH ICOSLG ID1 IGFL3 IL12B IL1RAPL2 IL5 INTS9 ITM2C KCTD13 KIF1C KIF3B KLF10 KLF6 KLHL18 KLRC3 LARGE1 LGMN LIN28B LRRC8A MARCO MAX MED16 MFGE8 MFHAS1 MIR137 MPP2 MTUS1 MUC19 MVP MYBL2 MYD88 NCLN NCOA1 NDUFS2 NET1 NTMT1 P2RX7 PCDHB13 PDE1B PGK2 PHF19 PHF2 PHLDA3 PIK3AP1 PIM3 PLA2G15 PLA2G4A PLAAT3 PPARD PPP1R3B PSMB10 PTGIR PTPN1 RAVER1 RCOR2 RGS16 RHOH RNASEH2A RNF32 RORA SASH3 SEMA7A SERPINE1 SERTAD1 SGO1 SHISA6 SIGMAR1 SLA SLC25A19 SLCO3A1 SNX8 SPRR2D SREBF1 SSX9P ST3GAL5 STXBP1 TBC1D22B TEX11 TICAM2 TMEM178A TMPRSS11F TNFRSF13C TNFRSF18 TNFSF10 TSC22D1 TTC9C TYK2 UBTD1 UNK WFS1 XKR8 ZBTB17 GSE6674_UNSTIM_VS_PL2_3_STIM_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6674_UNSTIM_VS_PL2_3_STIM_BCELL_DN ABCA1 ACAP2 ACSL4 ACVR1 ADAM17 ADM ADPRH AHI1 AIFM1 ALCAM ALKBH6 AMY1A APOF APP ARFGAP3 ASF1A BCAP31 BCO2 BEST1 BLM BTRC CAB39L CALHM6 CCDC138 CCL2 CCND1 CCNL1 CD34 CD70 CD82 CDO1 CENPJ CHMP2A CHSY3 CNN3 COPS4 CPM CRYBG1 CTSK DBNL DDHD1 DEDD DERL3 DNAJB1 DNASE1L3 DNMT1 DTNBP1 DYNC1I2 EEF1AKMT2 ELMOD2 EMD ETNK2 FAH FAP FAS FBXO7 FEZ2 FGF23 FIBP FLRT3 GFI1 GGTA1 GNS GOLPH3L GPKOW GSTM1 GTPBP4 HMGXB4 HMOX1 HNRNPH2 HOOK1 IER5 IL18 IL33 IL4 IL7R INSL6 ITGA4 ITGB8 JAZF1 KAT5 KLC2 KPNA1 LCP1 LDHD LIF LRCH1 LRRK2 LUC7L3 LXN MACROH2A1 MAPKAPK2 MBNL2 MDM2 MIR10A MIR142 MIR450B MIRLET7E MOCS1 MORC3 MTF2 NAGA NAP1L4 NDUFS4 NLRP3 NOD1 NONO NPHP1 NR1H3 ODC1 OPLAH P2RY14 PARP3 PDE4D PDE6D PGAM1 PGF PHLPP2 PLCL2 PLK4 POLDIP3 PPP1R15B PRKAB2 PRKRIP1 PSMD13 RAB1A RABGAP1L RAMP3 RANBP2 RDH12 RHCG RHOC RILPL1 RNF214 SCARF1 SCO1 SEC23B SGTB SH3BP4 SIRT1 SLF1 SMCHD1 SMCO4 SMURF1 SPECC1L ST3GAL3 STARD3 SURF4 SYT17 TBC1D2B TCAF1 TCEA1 TCF4 TET1 TLR6 TMEM38B TMEM39A TMEM67 TOP1 TRIM34 TRIP11 TSPAN33 TXNRD1 UBE2Z USP12 USP15 USP37 UTP11 VCAN WDFY1 ZBTB12 ZBTB7A ZCRB1 GSE6674_UNSTIM_VS_PL2_3_STIM_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6674_UNSTIM_VS_PL2_3_STIM_BCELL_UP ABCD2 ABHD15 ACADM ACAT1 ACY1 ADAM22 ADRB3 AGPAT4 ANGEL1 APLP2 APOBEC1 ARAP3 ARNT2 B3GNT8 BPHL BZW2 CD177 CD9 CELF2 CENPI CHEK2 CLEC12A CLEC1B CLEC7A COPS6 COX8A COX8BP CTDSPL CYP27A1 DDI1 DFFA DNAJC25 DNAJC28 DNAJC9 ELANE FAHD1 FAM168B FAM234A FAM43A FBXL20 FLNA FOXO3 GABRR2 GAMT GART GHRL GJB4 GKN2 GLRA1 GNA15 GOT2 GPR12 GPX1 GRIP1 H2AC15 HACD4 HIPK1 HOPX HSD17B8 IFNGR1 IRAG2 ITM2B ITSN1 KCNIP3 KCNQ4 KCNS3 KIF20B KIF26B KLHL21 KLHL40 KLK9 KMO KMT5C LBX1 LIN28B LRRC14B LYRM4 MARCHF3 MCCC2 MEIS1 MIR200B MIR25 MRM1 MRPS18B MSRB2 MYO9A NGLY1 NHP2 NID1 NIT2 NOL9 NOLC1 NOMO1 NPAS3 P2RX3 PALM PAQR7 PCDH20 PCYT2 PDZD7 PHACTR2 PIP4K2B POLR1B PRC1 PUS7 QPCT RABAC1 RACK1 RIMKLA RNASEH2A RNF38 RORB RPL3 RPS3 RRP1B SELENOP SELPLG SERINC3 SERPINA11 SERPINA7 SERPINB10 SEZ6 SFXN3 SIGIRR SLC17A9 SLC1A3 SLC22A20P SLC25A3 SMPDL3A SMYD2 SPNS2 STING1 STX1B SUCLG2 SYT15 TAF1A TBC1D31 TCF3 TCP11L2 TDP1 TDRD5 TMEM106C TMEM154 TMEM176A TOMM22 TOMM40 TRUB1 VAV3 WDHD1 WDR41 ZDHHC9 GSE6681_DELETED_FOXP3_VS_WT_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6681_DELETED_FOXP3_VS_WT_TREG_DN ABCD3 ABITRAM ACAD8 ACTL6A ANKIB1 ANKRD33B ARL5A ATAD3A ATF7IP ATP1B1 ATP1B3 ATP5F1A ATP5MK ATP5PF AUH BAG1 BCL2L13 BRIX1 BUD23 C15orf61 CAPN2 CCDC159 CCSER2 CCT2 CD9 CDH1 CDK8 CEMIP2 CEP70 CHKA CHMP4B CIR1 CLPP CPA2 CRYBG3 CSAD CSGALNACT2 DCLK3 DCTD DDX50 DICER1 DNMT3A DOCK3 DPP4 DSTN EDARADD EFCAB9 EIF3A ERLIN1 FAM83E FAM98B FANCA FIBCD1 FKBP7 FMR1 FOXJ3 FRRS1 GARS1 GEMIN8 GLG1 GLRX GNA14 GPAT3 GPR149 GTF2H1 H3C14 HACD2 HAL HBG2 HEATR1 HEXD HMG20B IDE IPO8 KCTD6 KLF15 LAMA2 LMLN LPIN2 LRATD2 LRRC47 LRRN1 LTA4H MAF1 MAMDC4 MAP4K3 MARCO MATK MCCC2 MED31 MEF2C MFHAS1 MFSD8 MGAT4A MMD MRPL3 MTLN MTMR14 MTPAP MTRFR MTUS1 MYO7A NCBP2AS2 NELFE NEMF NFATC1 NIPSNAP1 NLRC3 NOP58 NOTCH1 NRIP1 NSMCE2 NUCB2 OSGIN2 OXCT1 PDS5A PDSS1 PEPD PI4K2B PIGO PIGQ PIK3CA PLA2G12A POLB PPM1L PRDM15 PRICKLE3 PRKAG2 PSMD2 PTGES2 PTHLH PTPRE PUM2 RAB3GAP2 RAB3IP RABGAP1 RAD54L RBM27 RBMXL1 RCL1 RFK RFXAP RNF26 ROCK2 RRP15 RRP1B S100A6 SAFB SCAF4 SCML2 SEC61A2 SEC63 SENP6 SFPQ SLC25A18 SLC25A23 SLC25A3 SLC49A4 SNX4 SON SPAG5 SRRM2 SSPN ST14 ST3GAL6 ST7 STAC2 STAG1 SYMPK SYNJ1 SYNPO2L TAF5 TAF7 TCF20 TEKT5 TERT TEX9 TIMM29 TMCC3 TNRC6C TP53 TRIM11 TRMT12 TRPM4 TSSK2 TTLL3 TUBA8 TUT7 UBE4B UBL3 UPB1 WASHC3 WBP1L WDR37 WIPF2 XIST ZC3H13 ZEB2 ZNF503 ZUP1 GSE6681_DELETED_FOXP3_VS_WT_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6681_DELETED_FOXP3_VS_WT_TREG_UP A2M ABCC5 ABCG8 ABHD16A ADGRL3 AFF2 AIFM2 ANPEP ARHGEF3 ARMCX3 ARV1 ARX ATP1A3 B3GALT5 B4GALNT4 BATF2 BEX2 BLOC1S6 BPIFB1 BPIFB3 BRINP3 BTN1A1 C11orf52 C11orf65 C6orf132 C9 CA2 CBLC CCT8L2 CD72 CD96 CDC45 CFHR1 CLDN18 COL6A3 CPLANE2 CSF3R CSMD1 CTSW CXCR6 DAG1 DCST1 DDX39A DEXI DNAAF1 DNAJC6 DPM1 DRC3 E2F4 EFCAB3 EFNB3 EGLN3 ESM1 EVC EVC2 F13A1 FAM124B FAM216B FCGR3A FHIP1A GALR1 GAREM2 GCNT3 GDF11 GJC3 GPR12 GPR87 GPRIN1 GPX3 GRHL2 HAO2 HID1 HS3ST6 HSD3B1 IFTAP IGFBPL1 IGHG1 IL17A IL20 KANK2 KCNA2 KCNJ4 KCNS2 KDM5D KDR KIAA0513 KIRREL1 KPNA4 KRT78 KRT81 LCAT LCE1A LIN28A LONRF3 LURAP1 LYPD5 MAL MAMDC2 MAMLD1 MARCHF10 MOK MRS2 MSR1 MYH1 MYOZ1 MYPOP NATD1 NCALD NKG7 NPDC1 NR1H4 NRP1 NSG1 NTNG1 NUDT11 OR5P3 PABPC5 PCDHB1 PDCD7 PDHA2 PDP2 PLA1A PLAC8L1 PNMT PPP3R2 PROK2 PRR16 PTGS1 RAB40C RAMP2 RAP1A RARG RDH16 RETN RHCG RHO RNF17 RPL39L RPL9 RPTN SCGB3A1 SCN3B SDC2 SLC22A1 SLC27A5 SLC41A2 SLC52A2 SLC6A1 SLC6A18 SMIM6 SMOC1 SNCB SOX18 SPACA4 SPOCK1 SPRED3 SPTBN2 SRSF9 SSTR4 ST6GALNAC1 STOM STON2 SYPL2 TCF7L1 THBS4 THEM4 TM4SF1 TMC1 TMEM102 TMEM117 TMEM151A TMEM191C TMEM200A TMEM45B TMPRSS6 TNFAIP8 TNFSF9 TNP2 TRANK1 TRIQK TSPAN15 TSSK4 UBE2L6 UNC80 UPK2 USP50 USP9Y UTS2R VANGL1 VRK2 VSIG2 WDR81 XCL1 XKR8 ZBTB45 ZBTB8A ZFP57 ZNF638 ZNF804A GSE6875_TCONV_VS_FOXP3_KO_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6875_TCONV_VS_FOXP3_KO_TREG_DN ABCC1 ACOT13 AFF1 AKR7A2 ANKZF1 ASCC2 ATG10 ATP5PF ATP8A1 ATXN7 BCAP29 BCKDHB BCO2 BDH1 BSCL2 C9orf64 CACNB4 CCDC91 CD164 CD81 CDK8 CEBPD CERKL CFP CHCHD3 CHMP4B CHSY1 CHURC1 CLIC4 CLPP CNIH1 COQ2 COQ4 CRACDL CYBB CYFIP1 DARS2 DCAF7 DDX50 DECR1 DNA2 DNMBP DSEL DTNBP1 DUSP22 E2F6 EID2 ELK3 ELL3 ELP1 EPS15 ERBB3 ERN1 ESPN ETV6 FAM149A FAM229B FBXW10 FFAR2 FGFR1 FHIT FRA10AC1 GATB GGNBP2 GOLIM4 GPC5 GPM6B GPR39 GTF2H2 HAUS3 HDDC2 HLTF HRH2 HSP90B1 ID2 IL15RA IL6ST IMMP2L ITM2B KLHL7 KXD1 LAIR1 LCMT1 LGMN LXN LYSMD2 MACO1 MAP4K5 MARCKS MCCC2 MCTP1 MCTS1 MDM4 MGA MGAM MINPP1 MLH1 MRPL37 MSRB2 NAB1 NBEA NDUFB2 NFS1 NID1 NLRC3 NLRX1 NSMAF NTPCR NUDT6 NUDT7 NUP160 ODF2L P4HTM PDCD2L PECR PEX3 PGM2 PHYHD1 PIK3R3 PIM1 PLCG1 PLD1 PLPP7 PON3 PPFIBP2 PPL PRKDC PRXL2A PTCD3 PTHLH RAB3GAP2 RABL2A RB1 RCN1 REV1 RGMB RHOBTB1 RNASE4 RUFY3 RUNX1T1 RUSF1 SEC61B SEMA4C SIRT5 SLC22A3 SLC25A45 SLC35B3 SLC36A4 SLC39A6 SLC44A1 SLC66A1 SLC66A3 SLC6A13 SLC9A9 SMAD6 SMARCA2 SMCO4 SNX19 SPATA13 SPECC1L SRGAP1 STX12 SVIP SYNE1 TAF9B TATDN1 TBC1D24 TDRD3 TGDS TGM2 TKFC TM6SF1 TMBIM1 TMED6 TMEFF1 TMEM100 TMEM26 TMLHE TMTC4 TP53 TPD52L1 TRAPPC6A TRIM44 TRPS1 TRUB1 TUBA8 TYROBP UBE2L3 UPF3B UROS UTRN WASHC3 WDR13 WFS1 ZFAND1 ZFYVE28 ZKSCAN5 ZMAT3 ZNF239 ZNF706 GSE6875_TCONV_VS_FOXP3_KO_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6875_TCONV_VS_FOXP3_KO_TREG_UP A1CF ABHD16A ADD1 ADGRL3 AKNA AKT3 ANGPT2 AP5B1 ARF1 ARMC6 ARPC5 ARRDC5 ASB11 ATF5 B4GALNT2 BCL6 BEND5 BPIFB1 C6orf132 CA3 CACNA1D CACNA1H CCDC159 CCM2 CD2 CD200 CDC25B CHD5 CLVS2 CMTM2 COL6A1 COMMD8 CPM CRAT CRB3 CSF3R CTHRC1 CXCR6 DAG1 DCAF11 DGCR8 DIRAS2 DIXDC1 DOCK11 ELAVL3 ELL EMP3 EPB41L5 ESYT2 F2RL2 FAIM FAM177A1 FAM3C FAU FBXL8 FBXO17 FCHSD2 FOXD2 FOXK1 FOXO4 GABPB2 GAREM2 GIMAP4 GLT6D1 GMFG GPC6 GPD1L GPR12 GPRIN1 GRPR GTF2A1L GUCD1 HCAR2 HEXB HLA-DRB1 HMGCS1 HVCN1 IFITM10 IGHG1 IGSF3 ITGB7 ITPKC KCNE2 KCTD14 KIRREL1 KPNA4 KRTCAP2 LACTBL1 LAPTM5 LMBRD1 LRIG1 LRRC1 MAN1A1 MANF MARCO MED11 MESP2 MEX3B MIXL1 MMP11 MRC2 MUC1 MYADM MYH1 MYL9 MYOZ1 MYOZ3 NDRG1 NEMP1 NFKBIA NPFFR2 NPRL2 NSMCE4A ORM2 OTX1 OVGP1 PAXX PBX2 PCDHB1 PCNT PDE2A PGAP1 PGPEP1 PIK3CG PLEKHG1 PLEKHO1 PLXNA2 PLXNB2 PM20D1 PNP PPM1N PROK2 PRSS54 PTBP3 PTPRC RAB3B RAC3 RAD17 RASA2 RASGRP3 RBP4 RDH12 RERG RETREG1 RFXANK RHEBL1 RHOA RIMS4 RIPOR2 RPA1 RPTN S1PR4 SALL1 SART1 SATB1 SCML4 SDC1 SEMA6B SH3BP5L SHC3 SLAMF1 SLC10A4 SLC26A2 SLC6A14 SLCO5A1 SMAD1 SPRR2A SSBP2 SSH1 STK38 STK40 STPG3 STRBP STXBP3 STYK1 SUPT4H1 SVOP TBX6 TMC5 TMEM270 TMEM71 TMEM86B TMUB1 TNFRSF12A TNIK TRIM59 TUBB4B TUSC2 VAMP5 VIL1 VPREB3 YEATS4 ZBED4 ZBTB22 ZBTB8A ZNF296 ZNF354B ZNF710 GSE6875_TCONV_VS_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6875_TCONV_VS_TREG_DN ABI2 ACAD8 ACADL ACKR3 ACSBG2 ACSL1 ACTR3B ADAMTSL5 ADARB1 AKAP1 ALAD AMTN AP4M1 ASPDH ATAD3A ATIC ATP13A5 ATP5MK B4GALT1 BCORL1 BRI3BP C1orf53 CAPG CBR3 CBX2 CCNE2 CCNF CCT5 CDC25A CDCA7L CENPU CEP19 CFAP69 CHAD CILP CLEC4M CLHC1 CLIC4 CNPY1 CORO6 CREB5 CREG2 CST8 CUEDC2 CXADR DDX49 DENND2A DGCR8 DICER1 DIP2C DNAI1 DSTN EIF3L EIF4EBP1 ELAPOR1 ETFB EXOSC5 FBXO17 FGFR4 FKBP11 FKBP4 FMNL1 FOXB2 FTL FXYD6 GHR GLI3 GNG3 GOT2 GP5 GTF2F1 HAUS1 HEBP2 HEYL HIVEP3 HNRNPA3 HOXA10 IFI27L2 IFI30 IL22RA2 INO80B IQCH ISLR2 ITPRIPL1 KANK3 KCNN3 KIAA1549L KLF1 KLHL40 KRT76 LAMA5 LDB2 LDHA LEAP2 LIF LIN28A LIN7B LRCH2 LSM4 MAB21L2 MED16 MLLT3 MPO MRPL20-AS1 MRPL4 MRPL42 MRPL45 MRPL58 MTFP1 MZT2B NAGS NAT14 NCBP2AS2 NCS1 NFIC NKX6-1 NOVA1 NPDC1 NPHS2 NYAP1 OLAH ORM1 PALM PEPD PI4K2A PLA2G10 PLA2G2E PLEC PLIN3 PLXNA1 POLQ POLR2I PON1 PPEF2 PPP1R14D PRKAR1B PRR15 PSAP PSD3 PTPN1 PUDP PXYLP1 RBFA RBM6 RHAG RIN2 RNASEH2A RNF207 RPS6KL1 RRP9 RUVBL1 S100A10 SALL4 SBSPON SEL1L3 SHC3 SLC25A38 SLC25A6 SLC39A12 SLC4A4 SLC7A14 SMC4 SNCB SNTB2 SOX5 SPTSSB SSPN ST6GALNAC2 SUMO3 SYT1 TAL2 TBX20 TIGD3 TIMM44 TIMP4 TLR8 TNFSF11 TNNT2 TNP1 TOPBP1 TP73 TRAM2 TTC34 TTLL7 TUB TUBA8 UNC5C UPK1A UQCR10 UQCR11 VIPR2 WDPCP WDR3 WDR46 WIZ WNT5B ZBTB7B ZCCHC13 ZNRD2 GSE6875_TCONV_VS_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6875_TCONV_VS_TREG_UP ABHD13 ABHD17A ACER3 ADGRD1 AFG3L2 AGRN AKAP6 ALKBH3 ALX4 AMN1 ANXA4 ARMC3 ATE1 ATG12 ATRX BCL2L2 BMP2 BMP2K BNIP5 BRWD3 C1GALT1 C1orf174 CBR1 CCDC167 CCDC181 CCDC85A CD72 CD83 CD84 CELF2 CFB CLEC4G CLYBL CNGA1 CNGB3 COPRS CPSF3 CSTF2 CTRC CYP2D6 DCBLD1 DDX5 DOK1 DPP7 DPY19L3 DRC3 DRD2 DRG1 EAF2 EEF1AKMT2 ENPP6 EPCAM ERLIN2 FRS3 GRPEL2 GSN GSTK1 HACE1 HGFAC HNRNPF HYAL3 IL1RAPL1 IMMP2L IMPA1 IRX5 ITGAV ITGB5 KBTBD7 KDM6A KLHL8 KREMEN1 LINC00301 LONP2 LRRC10B LURAP1 MAN1A1 MATN1 MBNL1 MDFIC MED22 MED29 MICU3 MMP10 MOSPD2 MPEG1 MPZL2 MS4A7 MTMR9 MYF6 MYL4 MYOZ3 MYPOP NAALADL2 NAB1 NEDD9 NID1 NINL NKIRAS1 NKX1-2 NOVA2 NT5DC1 OPTN OSBPL7 OSBPL8 PAG1 PDE1C PDE4DIP PERP PFKFB1 PHKB PHTF2 PIGN PITPNM1 PLCG1 PLEKHM1 PNPLA8 POLR3G POT1 POU4F3 PRAMEF25 PRKAR2A PRND PRR13 PTPN14 PYGL RANBP6 RAP1A RBM10 RBM4B RDH16 RGS7 RPAP3 RPGR RPH3A RPL39L RUNDC3B SCN4B SEC14L2 SEPTIN10 SERF2 SERINC4 SFT2D1 SGF29 SGSH SHE SLC25A46 SLC27A1 SLC35F5 SLC38A4 SLC39A13 SLC39A6 SLC41A2 SLC9A9 SPACA1 SPAG9 SPDYE18 SQOR STAP2 STARD4 STRN STRN4 STXBP3 STXBP4 SYBU TBK1 TDRD1 TFEC TMED10 TMED6 TMED8 TMEM190 TMF1 TMPRSS4 TNS4 TOP3B TP53I13 TPD52 TPP1 TRA2A TRAPPC11 TRIAP1 TRIM59 TSPAN15 TSTD2 UGDH UNC93B1 USP3 USP33 VPS13A VPS26A WBP2NL ZAP70 ZDHHC14 ZDHHC23 ZNF180 ZNF451 ZNF8 ZPBP2 GSE6875_WT_VS_FOXP3_KO_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6875_WT_VS_FOXP3_KO_TREG_DN ACAD8 ACAP3 ACY1 ADAM28 ADI1 AGTRAP AIF1 AJAP1 AKIRIN1 ALPK2 AMMECR1L ANGPTL4 ASAP2 ATRNL1 ATXN1L AURKB BCAP29 BCO2 BIN3 BIRC5 BRI3BP BUB1 CA9 CACNA1S CACNA2D2 CAMK2A CAPN2 CCNE2 CCNF CD180 CD81 CDK5R1 CENPH CFAP43 CFP CHURC1 CSF2 CSTPP1 CTPS1 CYB5B CYBB CYP4F2 DARS1 DCTD DDX4 DHRS3 DKKL1 DMD DPY19L4 DTNBP1 E2F1 ECI2 EEF1G ENO4 ENTPD4 EPM2A EPSTI1 ERI2 ERN1 EVC FABP12 FAM149A FAM167A FAM172A FAM222A FETUB FIGNL1 FUBP3 GALR1 GBP6 GCA GCAT GCSH GGT1 GJA4 GLB1 GUF1 HCK HCN3 HDAC11 HSD17B8 IFT27 IFT88 IPO11 ITGB5 ITPK1 JPH4 KBTBD12 KCNK13 KCNK5 KIF24 KLRD1 KRTAP15-1 KYAT3 LACC1 LAPTM4B LARS2 LGMN LONRF3 LTK LYSMD2 MAMDC4 MAN2A1 MCOLN3 MFSD10 MIER2 MPP1 MRNIP MST1R MXD4 MYOF MYPOP NAALADL2 NBDY NCAPD2 NCAPG2 NCS1 NDFIP1 NENF NHP2 NMRAL1 NPR2 NRP2 OAS1 OLFML2A OTUD7A P2RY13 PAICS PBK PCLAF PDXK PDZD11 PGLYRP2 PIGN PLCD3 PLGRKT POU1F1 PPFIA4 PPL PRPSAP1 PRXL2A PTGR2 QRSL1 RAB26 RAB9B RAPH1 RBM47 RPL24 RTL8C RUFY3 SCARF1 SEMA4B SIRPA SIX4 SLA2 SLC12A5 SLC25A13 SLC25A3 SLC28A2 SLC38A9 SLC39A4 SLC43A3 SLC66A1 SMCO4 SNORD123 SPINT2 SPNS3 SREK1 SRSF1 SYN1 SYNE1 TARS2 TBC1D9 TBX5 TFDP1 TJP2 TMEM38B TMEM41A TNS3 TOP2A TP53INP1 TRIM66 TRPM2 TRPS1 UBE2L3 UNC93B1 UPF3B UQCC2 USP48 VASH2 WDFY2 WDR11 ZAP70 ZBTB45 ZC2HC1A ZGRF1 ZMAT3 ZNF551 ZRANB3 GSE6875_WT_VS_FOXP3_KO_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE6875_WT_VS_FOXP3_KO_TREG_UP ABCA7 ABCB7 ABHD17B ACACA ACOT9 ADAMTS6 AGO1 AKAP12 AKT2 ALCAM AMZ2 ANKRD13D ANKRD33B APBA3 APBB1 APBB1IP AQR ARF4 ARFGAP1 ARHGEF18 ART5 ATOX1 ATP6V0B BAIAP2 BBS9 BMF BRD3OS BRWD1 CARD19 CARHSP1 CCDC113 CCR7 CDR2 CHCHD10 CHIC2 CKAP4 CLDN10 CNN2 COL25A1 COL27A1 CXXC5 DAP DCAF10 DCLK3 DIPK1A DNAJC13 EHD4 EMSY ETV5 F8A1 FAM117B FBXO34 FDPS FGF13 FLNA FMC1 FNDC8 FRMD4A GAB1 GADD45G GALNT1 GOLGA3 GPR174 GRK2 H3-5 HECW2 HLA-DQA1 HSD17B7 HSPA12B IDI1 IGKC ING1 INTS1 INTS4 ITGB3 KCNB1 KCNJ1 KDM3A KIAA0930 KMT2E L1CAM LBR LCK LGALS1 LGI3 LLGL1 LRRC75A LSP1 LTB MAN1A2 MANF MAPK11 MAPK9 MARCO MAST1 MBD2 MLLT6 MOXD1 MPP4 MRPL2 MTSS1 MXI1 MYH6 MYO9A N4BP2L2 NADK2 NAGS NCBP2AS2 NCK2 NCOA3 NEK7 NELFA NF1 NNAT NSMCE4A NT5DC1 OTULIN PAK1IP1 PCDHA12 PCMT1 PDAP1 PFN2 PGAP1 PI4KA PIK3AP1 PIK3CG PIP5K1B PITPNC1 PLCL2 PLEKHA2 PLEKHO1 POLD1 POLE4 POLR1F PPP1R2P1 PRKD2 PRRC2B PTBP3 PTPRF PXYLP1 RAB35 RAB6B RALGAPB RAP1B RAP1GDS1 RASA3 REEP5 RETREG2 RGL1 RHOA RNF144A RTTN SAMHD1 SAP30 SAP30L SBK1 SDC1 SEC24D SEC63 SFT2D1 SHF SIAH1 SLC15A3 SLC25A24 SLC25A25 SMAGP SMC4 SMC5 SNAP29 SNX29 SPAG9 SPI1 SPRED2 SPTAN1 SSPN STAT4 STK26 STT3B SYCE1L TARS3 TCF3 TMEM176B TMOD3 TMPRSS11A TMUB1 TNKS1BP1 TREML2 TRIB2 TRIM25 TRIR VIM VOPP1 VPS72 VPS8 ZBTB2 ZBTB22 ZBTB33 ZBTB7B ZNF474 ZNF821 GSE7218_IGM_VS_IGG_SIGNAL_THGOUGH_ANTIGEN_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7218_IGM_VS_IGG_SIGNAL_THGOUGH_ANTIGEN_BCELL_DN ABHD16A ADORA2A AIDA AKNAD1 ALB ALDH1A1 APOL6 ARHGAP15 ATF7IP2 ATOH1 B2M BATF2 BIRC3 BST2 CACNG3 CASP7 CCL5 CCR8 CD2 CD27 CD28 CD300LF CD3D CD47 CD69 CD8A CIITA CISH CRABP2 CREM CSF2 CTNNA3 CTSO CXCL10 CXCL11 CXCR6 DBNL DGKA DHX58 EDN1 EIF4E3 EPSTI1 ERAP1 F2RL2 FAM107B FAM166B FILIP1L GBP5 GBP6 GEM GIMAP4 GPR171 GRAP2 GSDMD GSTT1 H1-1 HAVCR2 HERC5 HOPX HSH2D HSPB1 ICAM1 ICOS IFI35 IFI44 IFIT1 IFIT2 IFIT3 IFITM1 IFNGR1 IL12RB1 IL18BP IL18R1 IL18RAP IL2RA IL3 IL36G INSRR ISG20 ITK JAML KATNA1 KCNJ13 KCNK5 KLRC1 LAP3 LAT LCK LCN2 LEF1 LONRF1 LPAR1 LTB MFSD2A MRAS MROH2B NAMPT NFKBIE NLRC5 NMI NOD1 NR4A2 NRG1 NT5C3A NUFIP1 NUPR1 OGFR PARP11 PARP12 PARP14 PARP3 PAX7 PDCD1LG2 PLA2G4C PLAAT3 PLAT PROCR PRPH PSME1 PTPN22 PTPN6 PTTG1 RAB19 REL RGS16 RMDN3 RNF114 RNF135 RNF19B RSAD2 RTP4 RUNX2 RUNX3 RYBP SAMSN1 SCN4A SEPTIN1 SERPINB9 SERPING1 SLC14A1 SLC25A22 SLC31A2 SLC43A3 SLPI SNX10 SOCS1 STAT1 STAT2 SV2C SYTL3 TAGAP TAPBP TBX21 THEMIS TMBIM4 TMEM163 TMEM229A TNFRSF18 TNFSF10 TRAFD1 TREML2 TSPO UBASH3A UBE2L6 UPP1 USP18 UTF1 VIL1 ZAP70 ZBTB32 GSE7218_IGM_VS_IGG_SIGNAL_THGOUGH_ANTIGEN_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7218_IGM_VS_IGG_SIGNAL_THGOUGH_ANTIGEN_BCELL_UP ABHD8 ACAA2 ACAT1 ADAM12 ADAMTS5 ADSL AKT1 ANAPC5 ANKFN1 ANO10 ARL2BP ATP13A2 ATP5MC3 ATP6V0A1 BBS9 BCKDHB BEND6 BICD2 BLM BOP1 BRWD3 BUB1B CAD CCNB2 CCNF CD109 CDC42BPA CENPF CEP170B CERS4 CERS5 CMAS CNTFR COPG1 COPS3 CTBP2 CTNND1 DARS2 DDB1 DDX20 DGCR8 DLAT DLGAP5 DNMT1 DOCK1 DPP8 DPY30 DUSP4 EPHX1 FANCD2 FASTKD2 FBXL6 FEM1B FNTA FSTL4 GCDH GFM1 GNE GTF2IRD1 GUSB H2AZ2 HDAC3 HGSNAT HPS1 HROB IDH2 IMMT INTS7 IPO13 IPO8 IPO9 IQGAP3 ITGB5 IVNS1ABP KCTD5 KDELR3 KIF11 KIF18B KIF2C KIRREL1 KLHL13 KNL1 L1CAM L3MBTL2 LRRC40 LTA4H MARS1 MBP MCM7 MDH2 MED16 MEGF10 METAP2 MGAT5 MICAL1 MKI67 MLPH MTCH1 MYO7A NADSYN1 NAV1 NBEA NNT NOL6 NOP2 NRF1 NUF2 NUP160 NXF1 OCA2 PAN2 PAPSS1 PARP1 PBK PCCB PEG10 PGM2 PHTF2 PIK3R2 PIK3R3 PLK1 PLK4 PLXND1 POC1B POLR1B POMGNT1 PPT2 PREX2 PRODH PROKR1 PTBP2 PTPA PTPN14 PTPRS RAB18 RAB34 RACGAP1 RAD51 RAF1 RALB REEP4 REV3L RHBDF1 RNF26 RTTN RUSC2 SCAMP1 SCRIB SETX SGIP1 SH3PXD2A SHCBP1 SIGMAR1 SKA2 SLC30A9 SLC4A8 SND1 SNU13 SPRED2 ST3GAL1 STAM2 STARD13 TACC1 TAF2 TIMP4 TJP2 TMEM106B TMTC3 TNS2 TRIM28 TRMT1 TRMT2A TROAP TRUB2 TSPAN12 TTC7B VAT1 VDAC2 VGLL3 WDR35 WDR36 WDR6 WEE1 WWC1 XPO5 ZBTB22 ZMAT3 GSE7218_UNSTIM_VS_ANTIGEN_STIM_THROUGH_IGG_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7218_UNSTIM_VS_ANTIGEN_STIM_THROUGH_IGG_BCELL_DN ACOD1 ADAM1A AIM2 ALDH1A1 ANKRD55 APOD APOL6 ARHGAP15 ATF3 AXL BIN2 BLVRB C19orf12 CASP4 CASP7 CCL3 CCR7 CCR8 CCRL2 CD2 CD300LF CD3D CD53 CD6 CD69 CD74 CHST11 CHSY1 CLEC4E CORO1A CORO2A CRIP1 CSF2 CST7 CSTB CXCL11 CXCR6 DGKA DRAM1 EPSTI1 F2RL2 FLI1 GADD45A GADD45B GADD45G GEM GIMAP4 GIMAP6 GNG2 GPR171 GPR174 GPR68 GRAP2 GRIP1 GSDMD GSTT1 GZMK H2AC15 HAP1 HAVCR2 HCAR2 HERC5 HLA-G HOPX ICOS ID1 IFI44 IFITM1 IFNGR1 IKZF3 IL18RAP IL1RN IL21R IL2RA IL2RB IL36G IRAK3 ISG20 ITGAL ITGB2 ITGB7 ITK JDP2 KCNJ13 KCNK5 KDM4D KLRC1 KLRG1 L1TD1 LAT LCK LCN2 LEF1 LFNG LILRB4 LPXN LSP1 MYO1G MYOC NCF4 NFKBIE NLRC5 NR4A2 NRG1 NUPR1 OAS3 ODF3B PDCD1LG2 PGLYRP1 PIM1 PLA2G4C PLA2G7 PLAAT3 PLAT PRF1 PROC PRPH PSD4 PTGER4 PTPN6 RAC2 RAP1GAP2 RASGRP1 RGS1 RGS16 RHOH RMDN3 RNF19B RUNX2 S100A6 S100A9 SASH3 SELPLG SEPTIN1 SERPING1 SGMS2 SH2B2 SH2D2A SH3GLB1 SHISA5 SLAMF7 SLC43A3 SLPI SMC1B SOCS1 SRGN STAT4 SV2C SYTL3 TAPBP TBX21 THEMIS THY1 TIGIT TMSB10 TNF TNFRSF18 TNFRSF1B TRAF1 TRDN TREML2 TRPC3 TXNDC17 UBASH3A UBD USP17L5 VIL1 ZAP70 ZBTB32 ZDBF2 GSE7218_UNSTIM_VS_ANTIGEN_STIM_THROUGH_IGG_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7218_UNSTIM_VS_ANTIGEN_STIM_THROUGH_IGG_BCELL_UP ABCA12 ACAD9 ADGRG1 AGO1 AKT1 ALG3 AMZ2 ANAPC5 ANO3 ANO6 ANTXR1 ARHGAP39 ARHGAP6 ARL2BP ARL8B ARSB ASF1B ATAD5 ATP6V0A1 B3GLCT BAG6 BCAT1 BCKDK BDH1 BLM BUB1B C2CD2L CBX5 CDC14B CDC42BPA CDCA2 CERS5 CHEK2 CIT CKAP2L CKS2 CLPTM1 CNTFR CUBN CUTA DAD1 DARS2 DBF4 DEPDC5 DHCR24 DLGAP5 DTYMK DUSP3 EIF3L ELOVL6 EPDR1 EPHX1 EXO1 FADS2 FAM83D FANCD2 FECH FOXK2 FRMD3 FUBP3 GINS1 GLCCI1 GPC6 GRIA4 GSTP1 GTF2IRD1 GTSE1 GXYLT2 H2AC25 H2AZ1 H2AZ2 IDH2 ING3 IPO8 IPO9 IQGAP3 ITGA9 KIF2C KIRREL1 KLHDC10 KLHL13 KNL1 L3MBTL2 LDLRAD3 LIMA1 LMNB2 MAD2L1 MAN2A2 MAPK1 MAPK3 MBP MCC MCM10 MCM8 MGAT5 MICAL1 MOSPD3 MRPL37 MVB12B NBEA NFYC NUF2 OCA2 OXA1L OXNAD1 PAPSS1 PARP1 PARVB PBX3 PCBP4 PDK1 PEG10 PGAP3 PIGU PIK3R3 PIP5K1C PLA2G6 PLEKHA3 PMPCA POC1B POGLUT2 POLD2 POLE2 POMGNT1 POMT1 PPP6R2 PPT2 PREX2 PRIM1 PRKAA1 PRKAG2 PRODH PTGR1 PTP4A3 RAB18 RAB34 RAD23B RAF1 RASGRP3 RHBDD2 RNF170 RTEL1 RYK SCAP SGIP1 SIGMAR1 SLC25A10 SLC30A9 SLC35A4 SLC35C2 SLC38A1 SLC4A2 SLC6A17 SLC6A6 SMAD5 SMPD4 SMTNL2 SORT1 SPRY4 STRBP TAF2 TCF7 TCN2 TMEM106B TMEM184C TMEM97 TNPO3 TOB1 TOM1L2 TOMM40 TRAF4 TRIM24 TRMT1 TTC7B TUBGCP3 TYR UBQLN4 UBR1 UFSP2 UTP20 VDAC1 VGLL3 WDHD1 WEE1 WWC1 XPOT ZDHHC4 GSE7218_UNSTIM_VS_ANTIGEN_STIM_THROUGH_IGM_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7218_UNSTIM_VS_ANTIGEN_STIM_THROUGH_IGM_BCELL_DN ADAMTS3 AKAP10 ANGPTL1 APBA1 ARFRP1 ATP10D ATPSCKMT CASS4 CCDC14 CCDC88A CCNJ CD79B CENPJ CEP44 CHRM3 CIITA CLDN23 CRYBA4 CTU2 CUL4A DEK DNAAF4 ELAVL4 EPHX2 ESCO1 F2RL1 FBXO9 FKTN FLACC1 FUT2 GAP43 GFI1 GNRH1 GPR19 GPR82 GRIA1 GTF2H2 HCRT HIC1 HMGCS1 HNRNPR HOXB6 IFNG IL18R1 JSRP1 KCNRG LCE6A LIN28B LIPT1 LRRTM1 LUC7L2 LY6K MAP3K13 MIR103A2 MIR23B MIR27A MMAA MOSMO MXD3 MYL10 NAT2 NOL12 NOL4 NPAS4 NRL NSG1 OXT PAF1 PANK3 PAPSS1 PELI1 PGAP3 PLAGL2 PLCXD1 PLN POTEG PRAMENP PRKCI PROP1 PRPF40B PRPF4B PRPH PRSS3 PTPN6 RAB18 RAP2C RFX8 RHEBL1 RIF1 RIPK2 RNASE13 SCN4B SFRP1 SLC25A15 SLC30A2 SMC6 SPINK2 SYNPR TACR2 TERB1 TFB2M THRAP3 TIMD4 TMEM82 TMPRSS4 TNFRSF14 TPD52L1 TRAF3IP1 TRIT1 TSPAN8 TSPYL4 VCAN VEPH1 YTHDC1 YTHDC2 ZC3H7A ZDHHC17 ZFP69 ZFP82 ZZZ3 GSE7218_UNSTIM_VS_ANTIGEN_STIM_THROUGH_IGM_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7218_UNSTIM_VS_ANTIGEN_STIM_THROUGH_IGM_BCELL_UP AIRN ALDH1L2 AMIGO3 ANKRD11 AP2A2 ARHGAP24 ARL16 ATP7B AVIL BHLHA9 BICC1 CBR3 CCDC105 CCDC28B CD72 CDYL CLEC4G CLIP2 CRABP1 CRX CTSA CTXN2 DNAJC27 DNTTIP1 DPP10 DYRK3 EFCAB10 EMX2 FANK1 FBXO31 FGF16 FOS FOSB FSD1 FZD5 GALR1 GAN GAS8 GASK1A GBGT1 GLCE GMIP GP2 GPR182 GRIN2A GUCA1A HPS1 HSD17B10 HYAL6P IER5L IL18RAP IL33 INPPL1 KCNK2 KDELR3 KDM4D KIF2B KLF13 KRT6A KRTAP6-1 LBX1 LINGO1 LIPK LRRC55 MEIS3 MFAP3L MIR182 MIR363 MIR653 MMP20 MRPL9 NFKBID NKIRAS1 NMS NUDT21 OSBPL5 PDE6H PDLIM7 PGF PHRF1 PLAC1 PLEKHG5 PLPP1 PLPP4 PLPP7 PMM1 PRND PRSS33 PSMD8 PTGES PTGFRN RDH16 RNF112 RNF128 RNF166 RUSC1 SAMD3 SBF1 SCIN SERPINB5 SFMBT1 SGCD SKIL SLC27A4 SMC1B SOAT1 SOX12 SRP68 ST3GAL2 STAC2 STT3B STX1A TCAF1 TENT4B TFF3 TGM3 TKTL1 TM4SF20 TMEM121 TMEM174 TRIB1 TRIM58 TTC21A TTLL9 VWF WDR59 ZC3H10 GSE7219_UNSTIM_VS_LPS_AND_ANTI_CD40_STIM_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7219_UNSTIM_VS_LPS_AND_ANTI_CD40_STIM_DC_DN ABHD4 ACADM ACOT9 ADAM8 ADGRG1 ADORA3 ADRB1 AHI1 AMPH ANKRD28 APAF1 ARFGAP3 ARHGAP39 ARHGEF12 ASNS ATP2B4 ATP8A2 B4GALNT4 CAPG CCDC154 CCDC69 CCR1 CCR8 CD101 CD38 CD3G CD86 CD8A CD96 CD99L2 CDC14A CDKN1A CHRAC1 CIB1 CISH CLEC12A CPD CRADD CSGALNACT2 CTLA4 DCUN1D3 DDX55 DDX59 DEGS1 DGAT1 DNAI4 DNAJB14 EBPL EEF2K EHD1 ENTPD1 ERN1 ESM1 EYA2 FAN1 FBXO30 FGL2 FNDC3A FOXRED2 GABARAPL1 GALNT3 GLRX GNAQ GNG2 GPR171 GPR34 GPR68 GRINA GZMB HASPIN HIP1 HPGDS HPSE HSPBAP1 IFITM1 IFITM2 IFITM3 IL2RA IL7R INPP4B INPP5F IRAK3 ISG20 ITGA1 ITGAE ITGAV JAML KARS1 KCNA3 LAT2 LDAF1 LITAF LMNB1 LSP1 LY6G5B MATK MED30 MEF2A METRNL MT1A MTA3 MYO3B NCEH1 NDUFB8 NEDD9 NEK6 NFKBIE NINJ1 NUCB2 NVL OSBPL3 PAG1 PAOX PFN2 PGGHG PHAX PLAC8 PLOD2 PON3 PRKACB PYGL RBPJ RDH12 RFTN1 RGS10 RGS16 RNF130 RNF149 RSU1 RUNX2 SELENOM SEPTIN4 SH3BP2 SKAP2 SLC16A10 SLC20A2 SLC41A2 SMYD1 SMYD3 SNX9 SOAT2 SPNS3 SQLE SRGAP3 SSBP2 ST3GAL4 ST8SIA1 SURF4 SV2C SWAP70 SYTL2 TCIRG1 TGFBR3 TIGIT TJP1 TLCD1 TMEM163 TMEM171 TMEM59 TNF TNFSF10 TNFSF13B TRAF1 TRIB1 TSPAN3 TTC39C UHRF2 ULK3 WBP1 WDR13 XKR9 ZC3H12C ZNRF1 ZYG11B GSE7219_UNSTIM_VS_LPS_AND_ANTI_CD40_STIM_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7219_UNSTIM_VS_LPS_AND_ANTI_CD40_STIM_DC_UP ABTB3 ACOT2 ACSF2 ADK AGPAT3 AHR AMD1 ARHGAP5 AS3MT ATP11B ATP2B1 BACH2 BCL2L11 BIN2 BRPF3 BTLA BZW2 C19orf38 CBX8 CCND3 CCR7 CD27 CD2AP CD40LG CD44 CD55 CD7 CD9 CMAHP CNR2 COBLL1 CPEB2 CPM CRIM1 CX3CR1 CXCR4 CXXC1 CYP17A1 CYRIA DAPL1 DGKA DGKH DMRTA1 DNAJC27 DZIP1 EMB ENC1 ERRFI1 ETS1 FCGR2B FGF13 FOXP1 FRYL GNA13 GPD1L GPR155 GPR183 GPR55 GPR63 GRAMD1B GRAMD4 GZMM HDAC10 HS3ST3B1 IL2 IL6R IL6ST IQGAP2 IQSEC1 JAK1 KATNB1 KBTBD11 KIF1B KIF23 KLF2 KLF3 KLF4 KLK13 KLRG1 LATS2 LDLRAP1 LEF1 LPIN1 LRRC10 MAD2L2 MAP4K4 MBOAT1 MBP MDN1 METTL27 MEX3C MFSD6 MSANTD5 MYB NCK2 NDUFA4 NEDD4L NETO1 NLE1 NR4A1 NSG2 NT5DC3 ORAI3 OTUD1 P2RY10 PATJ PDE1B PDE2A PDE8A PDLIM1 PIK3R1 PIK3R5 PLEKHG2 PLXNC1 POU2F2 PPP1R14B PRKAB2 PRKCB RAB42 RABGGTA RAP1GAP2 RAPGEF4 RASA3 RASGRP2 RCSD1 RFLNB RIPOR2 RNF138 RNF144A RNF145 RRP12 RUNDC3B RXRA S1PR1 S1PR4 S1PR5 SAMD3 SCML4 SELL SGTB SH3BP5 SIDT1 SLAMF6 SLC11A2 SLC17A9 SLC7A1 SMAD3 SMAD7 SMPDL3B SOCS3 SPRED2 SSH2 TBC1D22B TBXA2R TCEA2 TCF20 TCF7 TINAG TNFSF8 TNKS1BP1 TRIB2 TSPAN5 TTC7B TUBB4B TXK USP12 USP28 USP33 VAV3 WDR4 WSB1 ZBTB2 ZBTB40 ZSWIM6 GSE7219_UNSTIM_VS_LPS_AND_ANTI_CD40_STIM_NIK_NFKB2_KO_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7219_UNSTIM_VS_LPS_AND_ANTI_CD40_STIM_NIK_NFKB2_KO_DC_DN ABHD4 ABR ADAM19 ADAM8 ADAP1 ADGRG1 AHI1 APLP2 ARHGAP39 ARHGEF12 ARID5A ARRDC3 ARSB ATF3 ATP2B4 ATP6V0D1 B4GALNT4 BAG3 BAIAP2 BHLHE40 BTG2 CBX4 CCL4 CCNI CD101 CD86 CDH1 CDKN1A CEMIP2 CISH CLIC4 CORO2A CREM CTLA4 CXCL10 CXCR6 CYP51A1 DEDD2 DNAJA4 DNAJB1 DOCK9 DTX4 DUSP2 EGR1 EHD1 ENTPD1 ERN1 ETS2 EXT1 EYA2 F2R FGL2 FMNL3 FNDC3A FOSL2 FTH1 GABARAPL1 GADD45B GFI1 GLRX GNG2 GPR171 GRINA GTF3C1 H2AX HASPIN HERPUD1 HIF1A HIP1 HPGDS HSP90AB1 HSPA1A ICAM1 ICOS IER5 IFI44 IFITM2 IFITM3 IL21R IL2RA ILDR1 INPP4B INPP5F IRF4 ISG20 ITGA1 ITGAE ITK ITM2C JUN KIF15 LAG3 LAMC1 LGALS3BP LMNB1 LRRC8D LY6E LY6G5B MACROH2A1 MAPKAPK3 MDFIC MFSD10 MKI67 MT1A MVB12B MXD1 NEDD9 NEK6 NEURL3 NFIL3 NFKBIA NFKBIE NR4A3 NUP98 PDCD1 PDE4B PHLDA1 PIK3AP1 PIP5K1B PMEPA1 PPP1R15A PPP1R16B PPP3CC PRDX6 PRKCH PTGER4 PTK2B PTPRJ PYGL QPCT QSOX1 RBPJ RFTN1 RGS1 RGS10 RGS16 RGS2 RHOB RNF149 RNF213 RRAD SELENON SIPA1L1 SIRT1 SKIL SLC16A10 SLC16A6 SLC39A4 SLC39A6 SLC3A2 SLC41A2 SLC7A5 SMOX SNX9 SORL1 SPRY1 SPTY2D1 SQLE SQSTM1 SSBP2 ST8SIA1 STAT2 STAT3 SURF4 SYTL2 TGFBR3 TIGIT TJP1 TLCD1 TMEM97 TNF TNFRSF1B TNFSF10 TNFSF13B TOB2 TRAF4 TRIB1 TRIM14 TSPAN3 TTC39C UBC UBE2S UGCG WNK1 XBP1 ZFP1 ZFP36 ZFP36L1 ZNRF1 ZYG11B GSE7219_UNSTIM_VS_LPS_AND_ANTI_CD40_STIM_NIK_NFKB2_KO_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7219_UNSTIM_VS_LPS_AND_ANTI_CD40_STIM_NIK_NFKB2_KO_DC_UP ACTN1 ADD3 ADK AGPAT3 AP1G2 AQP9 ARHGAP1 ARHGAP26 ARHGAP5 ARID3B ARL4C ARL5C AS3MT ATP10D ATP2B1 B3GNT2 B4GALT7 BACH2 BIN2 BTLA C19orf38 CCND3 CCR7 CD247 CD2AP CD44 CD55 CD7 CD84 CD9 CDC14B CDC42SE1 CENPT CMAHP CNOT6L COBLL1 CX3CR1 CYP17A1 CYRIA CYTH1 DAPL1 DCP1B DEF6 DGKA DMRTA1 DOCK2 DPH5 DYM ECHDC1 ELK4 ELMO1 ELOVL7 EMB EML3 EOMES EPS15L1 ETS1 F2RL2 FAM53B FAS FBXO28 FBXW7 FCGR2B FGF13 FOXP1 FRRS1 FRY FRYL GAS7 GGT1 GNPTAB GPD1L GPR146 GPR155 GRAMD4 GRK6 GZMM HAAO HDAC10 HS3ST3B1 HSD11B1 ICAM2 IKBKE IL18 IL18RAP IL27RA IL6R IQGAP2 ITGA4 ITGAM KATNB1 KBTBD11 KLF3 KLHL6 KLRG1 LAIR1 LANCL3 LEF1 LPIN1 LRCH3 MAPK11 MDN1 METTL27 MIR342 NAT10 NCK2 NDUFA4 NEDD4L NFATC3 NRM NSG2 PDE2A PDLIM1 PHF21A PHYHD1 PIGV PIK3IP1 PIK3R1 PIK3R5 PLEKHA6 PLXNC1 PPP1R14B PRKCB PRKCQ PRUNE1 QPRT RACGAP1 RAP1GAP2 RAPGEF4 RASA3 RASGRP2 RCSD1 REXO2 RFX3 RIPOR2 RNF138 RNF144A RNF32 RXRA S1PR1 S1PR5 SAMD3 SCFD2 SCML4 SELL SFXN3 SGMS1 SH3BP5 SIKE1 SLAMF6 SLC11A2 SLC17A9 SLC25A27 SMAD4 SMPDL3B SNX4 ST3GAL1 TAGLN2 TBC1D22B TCF20 TCF7 TIRAP TLR1 TNFAIP8L1 TNFAIP8L2 TNFSF8 TPM4 TRAF5 TSPAN2 TTC7B TXK USP28 VAV3 VIPR1 WDR4 WWP1 ZC3H12D ZSWIM6 GSE7219_WT_VS_NIK_NFKB2_KO_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7219_WT_VS_NIK_NFKB2_KO_DC_DN ACOT7 ADAMTS6 ADD3 ADGRL1 ANAPC16 AP3M1 AQP9 ARHGAP15 ARHGAP26 ARHGAP5 ARL4C ARL5C AS3MT ATP11B ATP2B1 ATP8B4 B3GNT5 BACH2 BIN2 CAB39L CCDC125 CCND3 CD247 CD27 CD302 CD55 CD7 CD84 CDC14B CLDND1 CLDND2 CMAHP CNOT6L COPS7A CRTAM CYP17A1 CYRIA DGKA DKC1 DNAJC15 DPH5 DTX1 ECHDC1 ELMO1 EML3 EXOC1 F2RL2 FBXO28 FCGR2B FCHO2 FGF13 FLNA FOXP1 FRRS1 GAB3 GGT1 GM2A GNPTAB GPATCH4 GPD1L GPR146 HAAO IKBKE IL18R1 IL18RAP IL6R IL7R IPCEF1 IQGAP2 ITGA4 KLF3 KLHL6 KLRC2 LAIR1 LPIN1 LRRFIP1 MACF1 MDM4 ME2 MED8 METTL17 MOB3A MTAP MTHFSD MTX3 MUS81 NAT10 NCK2 NCLN NFATC3 NLN NSG2 NUDT13 OVGP1 PDE2A PDLIM1 PDSS1 PGLYRP1 PHF13 PHF20L1 PHF21A PHYHD1 PIGV PIK3IP1 PIK3R5 PLCB2 PLEK POGK POLE2 POLR3B POLR3G PPP2R5C PPP4R1 PRKCQ PSTK PUS7L RACGAP1 RAP1GAP2 RARS2 RASA3 RASGRP2 RCBTB1 RCSD1 RFX3 RIPOR2 RNF144A RNF32 S1PR1 SCML4 SELL SETX SGMS1 SH3BP5 SIDT1 SLAMF6 SLC11A2 SLC25A27 SLC25A46 SLC49A4 SMAD3 SMAD4 SMPDL3B SMYD1 SNX4 SP100 SPICE1 SPN TAGLN2 TBC1D22B TCF7 TLR1 TNFAIP8L1 TNFSF8 TOPBP1 TRAF5 TSPAN2 TTC13 TXK USP33 USP53 UTP14A UTRN VIPR1 WDR37 XRN2 XYLT1 YEATS2 ZC3H12D ZSWIM6 GSE7219_WT_VS_NIK_NFKB2_KO_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7219_WT_VS_NIK_NFKB2_KO_DC_UP ABR ADAM19 AMD1 ARID5A ARL5B ARRDC3 ATAD2 ATF3 B4GALNT4 BAIAP2 BAMBI BRD2 CASP3 CBX4 CCDC117 CCL3 CCL4 CD274 CD86 CDH1 CEMIP2 CISH CLIC4 CORO2A COTL1 CWC25 CXCL10 CXCR6 CYP51A1 DGAT1 DHX58 DNAJA4 DNAJB1 DNAJB4 DOCK9 DUSP16 DUSP2 DUSP6 EEIG1 EGR1 ENTPD1 ERN1 ETS2 FGL2 FMNL3 FNDC3A FOSL2 FTH1 GADD45B GEM GLA GLRX GOT1 GPR132 GPR171 GPR34 GRINA GZMB H2AC25 H2AX HAVCR2 HELZ2 HERPUD1 HIF1A HMGCR HPGDS HSP90AA1 HSP90AB1 HSPA1A HSPD1 IDI1 IFI44 IFNGR1 IL21R IL2RA IL6ST ILDR1 IRF7 ISG20 ITGA1 ITK ITM2C JMY JUN KDM2B KIF11 KLF10 LAMC1 LILRB4 LMNB1 LPXN MALT1 MEX3C MXD1 NAAA NCOA2 NEDD9 NFIL3 NFKBIA NIBAN1 NKRF NMRK1 NRIP1 NUP98 OAS3 PDCD1 PDE4B PDE4D PDE7A PERP PHLDA1 PIK3AP1 PLCXD2 PLK3 PMAIP1 PNRC1 POFUT2 PPP1R15A PPP2R1A PRDX6 PRNP PTGER4 PTK2B QPCT QSOX1 RAD54L2 RBPJ RGS1 RHOB RNF125 RNF213 RRAD RSAD2 SELENON SERPINB9 SERTAD2 SF1 SH2D2A SIDT2 SIPA1L1 SIRT1 SKIL SLC16A10 SLC38A2 SLC7A5 SMAD7 SMOX SNX18 SOCS3 SPRY1 ST3GAL3 ST8SIA1 STAT1 STAT3 TFIP11 TINF2 TJP1 TLR7 TMEM184B TMEM97 TNF TNFRSF1B TOB1 TOB2 TOP2A TOX TRAF4 TRAFD1 TRIM36 TSC22D2 UBALD1 UBC UBE2L6 UBE2S USP18 WNK1 XCL1 ZBP1 ZBTB2 ZCCHC2 ZFP1 ZFP36 ZFP36L1 ZNRF1 ZYG11B GSE7219_WT_VS_NIK_NFKB2_KO_LPS_AND_ANTI_CD40_STIM_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7219_WT_VS_NIK_NFKB2_KO_LPS_AND_ANTI_CD40_STIM_DC_DN ABHD6 ACP5 ADAMTS20 AGA AGO4 AIP ARAP2 ARHGAP26 ARHGEF25 ARL6 ASAH2 ATP13A3 BLM BMP4 BMPER BST2 C1orf54 CACNA1D CAMK2N1 CCDC66 CD37 CD48 CD52 CDC6 CDKN2B CENPJ CHRNB1 CLNK CMTM3 CNN2 CTSD CTSS CYB561A3 CYRIA DAPK2 DDX60 DISP1 DLGAP4 DNAH7 DUSP12 ECE1 EHD1 ELL2 ELMO3 ERN1 EVA1B FAH FAM111A FAM174C FAM222B FASTKD3 FGD4 FLNB FRZB GATA3 GBA2 GBP2 GBP7 GLIPR1 GNA14 GNGT2 GPR107 GPR183 GPX4 GPX7 GRAMD1C GRK3 GSAP GSDME GSTT2 HAAO HLA-DMA HLA-E HMGN3 HOATZ HPN HRH1 HS3ST3A1 ICOS IFI27 IFNAR1 IFT25 IGDCC4 IGIP IL10RB IL13 IL18 IL1A INPP1 INPP5K IPO4 IRAK3 IRF4 ITGA4 ITGB5 ITPRIPL2 JUP KATNBL1 KCNA3 KCNE3 KCTD15 KPNA4 KRIT1 KRT10 LAYN LFNG LGALS3BP LIG4 LRATD2 LRRC1 LSP1 LTC4S LXN LZIC MAOA MAP4 MAPK11 MCF2L MGAT4A MLLT6 MMAA MOV10 MRPL52 MS4A7 MYLIP NAPSA NCBP2 NCF4 NOTCH1 OSBPL3 PARD3B PARP12 PHF13 PIK3R5 PIR PLCB4 PLEKHA2 PLEKHO1 POU6F1 PPFIBP2 PRMT2 PSENEN PSME2 PTGIR PTPN3 PYCARD RAB31 RAB5B RASSF10 RCN2 RDH12 RELN RIMS3 RO60 RTN4IP1 RUNX2 S1PR3 SDC2 SELENOM SEMA3E SETD4 SGPL1 SH2D1B SH3BP5 SH3PXD2A SIL1 SKAP2 SLAMF9 SLC43A3 SLCO2B1 SLFN13 SMARCA4 SOCS2 SOX4 SPIC SPIRE2 ST8SIA1 STXBP6 SUSD6 TANK TBX6 TEP1 TLR1 TMBIM4 TMCC3 TMEM35B TNFSF9 TNS2 TRAF3IP3 TSPAN2 TSTD1 USP18 VEGFC XAF1 ZBED5 ZNF141 ZNF229 ZNF524 ZNF689 ZWINT GSE7219_WT_VS_NIK_NFKB2_KO_LPS_AND_ANTI_CD40_STIM_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7219_WT_VS_NIK_NFKB2_KO_LPS_AND_ANTI_CD40_STIM_DC_UP ABCB10 ACAA2 ADIPOR2 ANLN ANP32E APOE AQP8 ARHGAP28 ATP1B2 BACE2 BANK1 BIRC5 BMPR1A BORA BPIFC BUB1 C3orf52 C4orf46 CA2 CAMK1D CCDC47 CCL7 CCN5 CCNB2 CCR3 CD300C CDC25B CDCA3 CDH2 CDK1 CENPI CENPW CHML CKAP4 CLEC6A CMTM6 CNTNAP2 CRP CRTAM CYP4A22 DDIT4 DEPTOR DHFR DLG3 DNAH2 DOCK1 DUSP4 DUT DYRK3 EDNRA EMD EPOR ESCO2 F13A1 FABP5 FADS1 FADS2 FANCL FBXO7 FBXO9 FOXRED2 FUT8 GALNT3 GCSAM GDF15 GDPD1 GMPR GOLM2 GORAB GRIA3 H1-0 H1-4 HBE1 HBEGF HDAC6 HDDC2 HEY2 HMGB2 HMGB3 HMGN5 HMMR HSDL2 HSPA4 IDI1 IFITM3 IFRD1 IL15 IL7R IQGAP2 ITGB3 ITIH5 KCNQ1 KIFAP3 KLF2 KLHL23 KRT86 LPP LRATD1 LRP6 LRRC75A MACROD2 MBOAT7 MCU MED12L MFHAS1 MGST2 MKI67 MLPH NCAPG2 NCOA1 NEB NGFR NLRP3 NOTCH3 NPL NRGN NRIP3 NRN1 NSMCE1 NTN4 OTOP1 OXSR1 PADI2 PAQR4 PGR PHETA2 PLEK PPEF2 PTPDC1 RAB13 RABEP1 RALGAPA2 RAPSN RHOBTB1 RIOK1 RNASEH2C RORA RRM2 SAMD4A SAMD5 SCARA5 SEMA4F SERPINB2 SERTAD3 SFXN1 SGF29 SHCBP1 SLA SLC39A8 SLC4A4 SLC6A12 SLC6A13 SMARCA1 SMOX SNAI2 SPC24 SPINK4 SPRY2 SRSF6 SSBP2 SSBP3 ST3GAL5 ST6GALNAC2 STAT3 STMN1 SUCNR1 SVIL SVIP SYNC TAMM41 TBC1D30 TENT4A TEX9 TFDP2 TGM2 TIMP3 TK1 TLE1 TMCO3 TMEM107 TMEM158 TMEM176A TMEM176B TMEM273 TOB1 TOLLIP TOX TPX2 TRPC6 TSPAN8 TTC21B TUBA8 TWIST2 UBE2C UBE2J2 UCK1 USP46 VCAN ZFP36L2 ZRSR2 GSE7348_LPS_VS_TOLERIZED_AND_LPS_STIM_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7348_LPS_VS_TOLERIZED_AND_LPS_STIM_MACROPHAGE_DN ABHD16A ACER3 ADAMTS6 AIDA AIM2 AKT3 ALDH1L1 ANGPT1 APBA1 ARHGAP25 ARID3B ARL4A ARMC8 ASAH2 ASB1 ASB13 ATG16L1 ATM BCKDHB BICRAL BMP10 CACNB2 CALB2 CAPN5 CASP2 CASP8 CCDC27 CCDC6 CCL5 CD2AP CDYL2 CENPJ CLIC5 CLK3 CNEP1R1 COBLL1 CPEB3 CRYBG1 CTRL CUTC CYLD CYSLTR2 DBNL DUSP10 DYNC1H1 DYNC1I2 EHD4 ELF1 ELOA ENG EXT1 FAM171B FBXO47 FBXW7 FOXL2 FOXRED1 G3BP2 GCA GNB4 GOLGA3 GTPBP2 HAP1 HCAR2 HDAC1 HEG1 HERC1 HERPUD2 HMBOX1 HSH2D IFT22 IKZF2 IL12RB1 IL18 IL18RAP IL23R IL7 INPP5K IQCC ITGA4 ITPR1 JPT1 KAT2B KEAP1 LIPE LLGL1 LMO2 LPAR6 LYN LYSMD2 MAFB MED12L MFSD9 MINPP1 MIR342 MLKL MLYCD MTTP MYCBP2 NMRK2 NOS2 NSMAF NUB1 NUDT13 NXF2 OAS3 OGFRL1 P2RY13 PARP3 PARP8 PDGFD PDK3 PHACTR4 PHC2 PHETA2 PHF20L1 PHF21A PHLDB2 PIWIL4 PLA2R1 PLEKHA2 PLN PNMA1 PPP1R12A PPP1R13B PRKCQ PRM1 PSMB8 RAB21 RAB3IP RAF1 RARS1 RASGRP1 RBM41 RGL1 RNF135 RNF214 RNF34 RNPEPL1 RUNDC1 SERTAD3 SESN3 SGCB SIPA1L1 SLC37A3 SNTB1 SOS1 SPATS2L SRGAP2 STARD8 STC1 STX7 STXBP1 SVBP SYCP2L TBC1D22B TENT2 TLR3 TMBIM4 TMUB2 TNFRSF14 TNFSF8 TOR1AIP2 TPST2 TTC21A TTC9B TTC9C TUT7 UACA UBE2L6 UCN WARS1 WDR44 XKR8 ZEB1 GSE7348_LPS_VS_TOLERIZED_AND_LPS_STIM_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7348_LPS_VS_TOLERIZED_AND_LPS_STIM_MACROPHAGE_UP ACTG1 ADCY9 ADO AGAP1 AGFG2 ALG5 AMPD3 ANKRD11 ANKRD44 ARID1B ARL6IP6 ATP13A3 ATP7A ATXN3 B3GNT8 BIN1 BRWD1 C5AR2 CAND1 CCDC9 CCNT1 CD151 CERK CHML CNNM2 CRAMP1 CSTA CTBP2 DAPK1 DDX21 DDX23 DDX27 DDX51 DIP2B DNAJB4 EEF1G EIF1B EIF2AK4 EIF3A EIF3J EIF4G1 EMC6 ERCC6 FAR1 FNBP1 FOXJ3 FOXN2 FTSJ3 FUBP1 G3BP1 GCNT1 GIT2 GLUL GNL2 GRAMD4 GRWD1 GTPBP4 HEATR1 HGF HM13 HSPA13 IBTK IFNGR1 INPP5A INPP5D IPO5 IPO7 IRF4 KAT6B KCNK13 LATS2 LHFPL2 MACO1 MAFG MAP3K2 MDP1 MEF2A MICAL2 MICALL1 MRPL36 MSMO1 MTF2 MTSS1 NBEAL1 NBEAL2 NCOR2 NFE2L2 NLE1 NOC3L NOP2 NOP56 NOP58 NPTN NUP54 OPHN1 OTULINL PABPN1 PALD1 PALS1 PAN3 PANK3 PCYT2 PDE3B PHF2 PIK3CA PKD2 PLCG1 POLR3E PPRC1 PRKAG2 PTGER2 PTPRE PUM1 PUS1 PUS3 PUS7 PWP2 QTRT2 RABEP1 RALGPS1 RAP2B RDH13 REPS2 RGL2 RLIM RNF19A RNF2 ROCK2 RRP1B RRS1 RSBN1 SACM1L SBNO1 SGMS1 SGSM3 SIN3A SLC20A1 SLC27A4 SLC35E1 SMAD3 SNX25 SNX8 SP1 SPPL3 SPRED2 SRP68 ST6GAL1 SUCO SYNCRIP TBC1D10A TBC1D12 TBC1D2B TCERG1 THAP6 TJP2 TMEM135 TMEM37 TMEM42 TMEM70 TPCN2 TRAM1L1 TRMT61A TXNL1 UBE2G1 UBE2G2 URB1 USP16 USP24 USP53 VDR WDR91 WWC2 WWP1 YPEL2 ZC3H18 ZDHHC14 ZFHX3 ZMYM2 ZMYND19 ZNF638 ZSWIM4 GSE7348_UNSTIM_VS_LPS_STIM_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7348_UNSTIM_VS_LPS_STIM_MACROPHAGE_DN A1CF ABI1 ABTB2 ACOT9 ACSL1 ADGRF1 ADGRG6 ADHFE1 AHR AMPD3 ARHGEF3 ARID5B ARL5C ATF3 BIRC2 BIRC3 BRI3 BTG2 CALCR CASP4 CCL4 CCRL2 CD40 CD69 CD83 CDC42EP2 CFLAR CISH CLEC5A CNOT7 COP1 CSF1 CTRL CXCL1 CXCL11 DDHD1 DNM3 DUSP16 DYRK2 EDN1 ESF1 FAS FBXL3 FLNB FNBP1L FOXP1 FRMPD4 GBP3 GBP5 GPR18 GPR85 HCAR2 HEATR6 HIPK3 HIVEP2 HIVEP3 ICAM1 ICOSLG IFIH1 IFITM5 IFNB1 IFT57 IGSF6 IL15 IL1A IL27 IL34 INTS12 IRF1 ISG15 ITGB8 JAK2 KCNG3 KLF3 LCP2 LMO4 LTV1 MALT1 MAP3K8 MAPKAPK2 MARCKS MARCKSL1 MIR155 MMP10 MMP13 MTDH MTMR14 MX2 N4BP1 NAALADL2 NAB1 NCK1 NFKB1 NFKBIB NOD2 NOS2 NT5C3A NUPR1 NXPE3 OAF OSGIN2 PALS1 PAM PCDH7 PELI1 PIK3CA PIK3R6 PIM1 PLAGL2 PLEK PLIN1 PLSCR1 PLXNA4 PPM1A PRPF38A PSMB10 PSMD10 PTGES PTGS2 PTPRJ PTTG1 RAB11FIP1 RASGEF1B RASGRP1 REL RELB REPS1 RGL1 RIPK2 RNF14 RNF2 RSBN1 RTN2 SAP30 SHC2 SLC16A10 SLC2A6 SOCS1 SOCS3 SOCS7 SOD2 SP110 STAP1 STIM2 STX11 SVBP TAF7 TAGAP TAL2 TANK TM9SF4 TMEM168 TNFAIP2 TNFAIP3 TNFSF4 TNIP1 TPBG TRAF1 TRIM21 TTC39C UBE2L6 VCAM1 YJU2 ZBTB5 ZC3H12C ZC3H15 ZC3HAV1 ZFAND5 ZHX2 ZUP1 GSE7348_UNSTIM_VS_LPS_STIM_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7348_UNSTIM_VS_LPS_STIM_MACROPHAGE_UP AASDH ABL1 ACOX3 ADAMTS10 AKAP10 ARF4 ARID3B ARL11 ARL4C ARRDC2 ARRDC3 ASXL2 B3GALT4 B3GNT8 BBS1 BHLHE41 BTBD6 C16orf54 CAMSAP2 CASP9 CCDC115 CCDC127 CD300LB CD68 CDT1 CEP250 CLUAP1 CPEB2 DCAF5 DEAF1 DNMBP DUSP7 EIF4ENIF1 ELF2 ERCC5 F8A1 FAHD1 FAM120B FAM76B FAM78A FAN1 FHIP2B FLCN FOS FOXO1 FOXO3 GIT1 GIT2 GTF2IRD2 H2BC21 HDAC5 HEXIM2 IFFO1 IGFLR1 IRF2BP2 ITPRIPL1 KATNAL1 KCTD2 KCTD7 KIFC3 KLHL42 LDLRAP1 LHFPL2 LIPT2 LMO2 LPAR5 LPAR6 LRIG3 LSM14B LYL1 LYSMD1 MAGEF1 MAP3K1 MAP3K12 MARVELD1 MED17 MEF2A MFAP3 MIR15A MIR19A MIR421 MLYCD MNT MRPL49 NANP NCOA3 NGRN NHLRC3 NPRL3 OPLAH OTULINL PAOX PATZ1 PDIK1L PER1 PIDD1 PLA2G15 PLD4 PLEKHM1 PLK3 POLG2 POLI POLR1G PPP1R13B PVT1 RAB31 RAB3A RFXAP RGS2 RHOBTB1 RNF169 RUNDC1 S1PR1 SASH3 SEC22C SFMBT1 SH2B3 SIRT4 SIRT7 SLC25A42 SLC26A11 SLF2 SNX8 SPEG STARD9 TAF3 TBC1D14 TBC1D2 TBL2 TBXAS1 TEF THAP11 THUMPD2 TIGD2 TLK1 TMCC2 TMEM186 TMEM86A TNRC18 TRAPPC14 TRIM8 TSC22D4 TSEN2 TSSC4 UCK1 UFSP1 UQCC3 USP37 VAMP1 VHL ZBTB2 ZBTB38 ZBTB45 ZNF148 ZSCAN2 GSE7348_UNSTIM_VS_TOLERIZED_AND_LPS_STIM_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7348_UNSTIM_VS_TOLERIZED_AND_LPS_STIM_MACROPHAGE_DN ABTB2 ACOT9 ADAMDEC1 ADHFE1 ARID5B ARL4A ATOH1 ATP10A AZI2 B3GNT2 BBX BCKDHB BRI3 CALCRL CASP1 CASP4 CCDC25 CCDC50 CCNJ CDC42EP2 CEMIP2 CFLAR COX18 CPEB3 CRABP2 CRLF3 CRYBG1 CTRL CXCL1 CYCS DBNL DCK DDX60 DEDD DENND6B DHH DUSP16 DYRK2 EIF2AK2 ELF1 EN1 ENG EP400 ETNK1 FAM53C FAS FBXO4 FGFR2 FOXP1 GGCT GOLGA3 GPR26 HAND2 HAP1 HERC5 HIVEP3 HSH2D IFI16 IFI35 IL12RB1 IL15 IL15RA IL1RAP INPP5B IRF1 ISG15 ITPR1 KREMEN1 LCP2 LIPE LLGL1 LRCH1 MAP3K8 MARCHF5 MARCKS MARCKSL1 MAX MLKL MMP13 MOB1A MPPE1 MST1 MTDH MXD1 MYBPC3 NAMPT NECTIN4 NFKB1 NFXL1 NKX6-3 NUDT13 OTUD5 PARP12 PCGF5 PGS1 PHF11 PIWIL4 PLEKHA2 PLSCR1 PPP1R15A PPP2R2A PRKCQ PSMB10 PSMB8 PSMB9 PSME4 PTGES PTPRJ PTTG1 RAB38 RASA4 RASGEF1B RELB RGL1 RGS9 RIPK2 RMDN3 RNF14 SAMD9L SCML4 SH3BP4 SHISA6 SHOC1 SLC28A2 SLC2A6 SMG7 SNW1 SNX10 SOD2 SOWAHC SP110 STX11 SVBP TAGLN3 TBX15 TEAD3 TENT4A TLK2 TM2D1 TM9SF4 TMEM171 TMEM67 TNFAIP3 TNFRSF1A TNIP1 TOX4 TPBG TPST1 TUBA8 TUT4 TUT7 TYK2 UBTD2 USP12 USP25 WDR37 ZC3H15 ZC3HAV1 ZCCHC2 ZEB1 ZUP1 GSE7348_UNSTIM_VS_TOLERIZED_AND_LPS_STIM_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7348_UNSTIM_VS_TOLERIZED_AND_LPS_STIM_MACROPHAGE_UP ABCD4 ACAP3 ACOX3 ACYP1 ADCY9 AHCTF1 AKAP10 ARHGAP27 ARL11 ATP10D B3GALT6 B3GNT8 BBS4 BMAL1 C2CD2 CD151 CERK CHUK CLPX CNNM3 CRAMP1 CTBP2 DDX50 DEAF1 DGCR8 DUS1L EHMT1 EIF2AK4 ETV5 FAHD1 FAM50A FAM76A FAM78A FHOD1 FNBP1 FTSJ3 FUT4 GCNT1 GNE GPS2 GRWD1 H2BC21 HCFC2 HDAC5 HGF HIRA HMG20A HNRNPF IMPACT INTS10 IPO7 KIF13A KIF13B KLF10 KLF16 LATS2 LIPT2 LRP6 LYL1 MAP3K2 MARVELD1 MBD6 MDP1 MEF2A METTL16 METTL21A MINDY2 MIR340 MRPL49 MTIF2 MTRR NAP1L4 NARF NBEAL2 NCKIPSD NCOR2 NOP56 NSD1 NSD2 NT5DC3 NUDT7 NUMB OPHN1 ORC5 OSBPL2 OXSM PABPN1 PACC1 PAN3 PDCD6 PDCD7 PDS5A PGP PHF2 PHF3 PNKP POLG POLI PPCDC PPID PREB PRKAG2 PRKCH PRUNE1 PVT1 R3HDM1 RAB3A RABGGTB RBBP5 RBM10 RBM15 RDH13 REPIN1 RIC8B RIF1 RMI1 RREB1 RRP1B RRP8 RXRA SCAF8 SEC61A2 SESN1 SFMBT1 SIPA1 SLC25A15 SLC37A4 SLC66A1 SLCO4A1 SNAPC4 SP1 STARD9 TANGO6 TBC1D12 TBXAS1 TCF12 TFEB THAP12 THUMPD2 TIA1 TLK1 TMEM115 TMEM86A TNRC6C TPRKB TRAPPC10 TRIM47 TRMT12 TUBGCP6 TWNK UQCC3 URB1 USP20 USP36 WDR81 WWC2 WWP1 YTHDF2 ZBTB1 ZNF638 ZNF708 ZSCAN20 GSE7400_CTRL_VS_CSF3_IN_VIVO_TREATED_PBMC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7400_CTRL_VS_CSF3_IN_VIVO_TREATED_PBMC_DN ABCC2 ACAA1 ACTR1A ADAM10 AKIRIN2 ALPL AMPD3 ANAPC15 ANKRD33 ANO10 AP3S1 AP3S2 APH1B APOBEC3D ARHGEF17 ARL8A ATOX1 B3GNT5 BATF BIK BLOC1S1 C14orf119 CAB39 CALM3 CAMTA2 CAPN13 CAPN3 CARD6 CASP5 CD177 CD59 CD63 CEBPE CFAP73 CFL1 CHCHD1 CIDEB CLEC4D CMTM1 CSN1S2AP CST7 CTAGE9 CTNNA3 CTSG CUTC CYP21A2 CYSTM1 DCTN2 DDAH2 DNAH10 DNASE1L1 DPY19L3 DSCC1 EMC7 EXOSC4 F5 FAM171A2 FBXL19 FBXO9 FHIP1B FIGN FOLR3 GADD45A GALNT14 GBAP1 GFOD2 GGT1 GIT2 GLTP GNA15 GNG5 GPR32 GPR84 GRINA GSTO1 GYG1 HIF3A HK3 HOXC13 HPSE HTR4 HTRA3 IRAG1-AS1 IRAK3 ITGA7 KIAA2013 KIF18B KIF1B KIF3C KIFC3 KLF7 KLK4 LACTB LAMTOR2 LINC00307 LINC00482 LINC00671 LINC01545 LRPAP1 MAJIN MAP2K6 MAPT-AS1 MCU MEF2A MICU1 MKI67 MKNK1 MOB1A MPO MROCKI MROH6 MSL3 MSRA MSRB3 MTF1 MTIF3 MYD88 MYL6 NAIP NDUFAF1 NDUFC2 NLRC4 NME8 NOL3 OPLAH OTOP2 P4HA2 PDGFC PEF1 PGS1 PHAF1 PIK3AP1 PIWIL4 PLAC8 PLB1 PODNL1 PPM1M PRDX5 PRKAA1 PROX1 PSAPL1 PSMD9 RAB11A RAB1B RAP2C RCHY1 RDH5 RETN RHBDD2 RNF10 RNF7 ROM1 ROMO1 S100A4 S100A6 SCAND1 SCD SDHC SEC14L4 SEMA4G SIRPD SIRT2 SLC22A23 SLC22A4 SLC27A2 SLPI SLURP1 SNX3 SPC24 SPPL2A SQOR SRA1 STXBP2 SUCNR1 SYT6 TDRD9 TESC TIMM8B TIMP1 TLN2 TMEM11 TMEM92 TPK1 TSPO TUBGCP3 TWF2 UBE2A UNC5A UPP1 USB1 VGLL3 VKORC1 VNN1 VOPP1 XRN2 ZDHHC19 ZNF219 ZNF319 GSE7400_CTRL_VS_CSF3_IN_VIVO_TREATED_PBMC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7400_CTRL_VS_CSF3_IN_VIVO_TREATED_PBMC_UP ABCE1 ABHD14A ABTB3 ACRBP ADCK2 AKAP11 ARHGAP21 ARL14EP ATP2B1-AS1 ATXN7 BCL2 BCLAF1 BEX3 BMS1 BNIP3 BOLA3 BRD1 BUD23 C2orf42 C8orf33 CAPN7 CAVIN2 CCT2 CD28 CFAP68 CISD2 CLIC3 CLNS1A CSDE1 CXCL5 DCAF16 DCXR DDX20 DKC1 DPP4 ECI2 EEF1A1 EEF1G EHD3 EIF2B3 EIF3E EIF3J EIF3K ESYT1 EXOSC6 FAM135A FBXO21 FBXO4 FLT3LG FMR1 FUNDC2 G3BP2 GARRE1 GATA3 GNGT2 GNL3 GNPDA2 GPATCH4 GUCY1B1 H2AC25 HMGN3 HNRNPA0 HNRNPH3 HSP90AB1 HSPD1 ICE2 IDH3A IKZF5 IL27RA ILF2 IPO7 ITK KDM2B KLRF1 LRPPRC MALT1 MAML2 MAN1C1 MAP3K7CL MAT2B MATR3 MBLAC2 METTL4 MPHOSPH10 MRPL24 MRPL3 MRPS33 MTR MUTYH MYC MYLK NARS2 NDUFB2 NFX1 NGRN NIFK NMT2 NOLC1 NOP14 NOPCHAP1 NSA2 NUP160 NUP35 ODC1 OGA OSTC PAQR8 PARP1 PCBP1-AS1 PCED1B PJA1 PKIA PLA2G12A POLR1F PRKAR2B PRKDC PRKRA PSMG4 PTGES3 PVT1 RAB27B RASGRF2 RBM15 RBM27 REV1 RICTOR RNF144A RPF1 RPL15 RPL5 RPL7A RPP30 RRN3 RRS1 RSL1D1 SACS SCFD2 SCML1 SERINC5 SH3YL1 SHQ1 SLC39A10 SMARCA5 SMURF2 SMYD4 SNAPC5 SNRPE SNRPN SPARC SRPRB SRSF3 SSB SSX2IP STMN3 SUN1 SYNJ2BP TADA1 TAF4B TARBP2 TASP1 TATDN1 TCERG1 TCTN3 TFB2M TGIF1 TIMM21 TMCC1 TMEM161A TMEM18 TMEM204 TOMM5 TOMM70 TREML1 TRIAP1 TSEN2 TTC22 TTC27 TTC39C TUBB1 TXK UBE2Q2 UNC119B UTP4 UTRN VPS13C VPS36 WDR4 YTHDC1 ZBTB21 ZBTB41 ZFAND1 ZMYND11 ZNF14 ZNF420 ZNF529 ZNF573 ZNF593 ZNF792 ZNHIT6 ZXDB GSE7459_UNTREATED_VS_IL6_TREATED_ACT_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7459_UNTREATED_VS_IL6_TREATED_ACT_CD4_TCELL_DN ACE2 ACSF3 ADAM28 ADAM9 ADCY8 ADORA2B ALDH1A2 AMZ1 ARHGAP35 ARR3 AVIL BSX C1QTNF7 C1orf54 CACNG3 CBLIF CDH12 CDRT4 CLSTN1 CNNM1 COLGALT2 CPQ CTDSP2 CTNNA1 CXCR2 CYFIP1 DIO3 DNAJC10 DYNC2LI1 ECM1 EFTUD2 EGF ENTPD1 ESM1 FAM118B FAR2 FOXI3 FXYD2 GDF6 GFAP GJA1 GNA15 GOLPH3 GORASP2 GRIA3 GRXCR1 GYS2 H1-6 H2AC15 H4C3 HAND2 HEPACAM HHEX HIGD1B ILDR1 ISG20 JAG1 KANK2 KREMEN2 KRT39 KRTAP19-7 KRTAP26-1 LARGE2 LILRB3 LRFN3 LSM6 LTC4S MAP3K9 MARCHF1 MAS1 MEP1B METTL13 MIR496 MLPH MRE11 MS4A10 MSX1 MT1A MYO16 NAF1 NEU2 NIBAN3 NME7 NOS1 NR1H5P NRP1 NXPE1 OLIG2 ONECUT2 PACRG PALB2 PBX1 PDZK1IP1 PGA5 PGAM1 PGD PGLYRP4 PPP1R3C PRDM11 PROCA1 PRR3 PSMB11 PTH2 PTPN3 RAD52 RAP2A RASGRF1 RBMY1A1 RBPMS RNF144B RRS1 RSPH14 RTKN S100A16 SCN4A SDC4 SEMA6D SHISA9 SLC2A10 SLC30A2 SLC6A15 SMAD9 SNAP91 SND1 SPATA7 SPATS2 SPRED1 STING1 SYNGAP1 TM4SF5 TMEM198 TMEM41A TMEM45A TMPRSS15 TNMD TRIM72 TRO TTC9B UNC5B VASH2 WDR17 WNT16 WTIP XRCC3 ZGLP1 GSE7459_UNTREATED_VS_IL6_TREATED_ACT_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7459_UNTREATED_VS_IL6_TREATED_ACT_CD4_TCELL_UP ABI3BP ABLIM3 ACTL7B AGFG1 ALPK2 AMPD1 ANAPC1 ANKRD60 ASB13 ATP6V0A2 BRD7 CACNB3 CAPZA3 CBFA2T2 CCDC33 CCDC70 CDHR5 CDKL3 CFAP100 CLDN19 CLEC1B CNN1 CNNM2 COL11A1 COMP CPA1 CRLF3 CTNS CYP2E1 DDHD1 DDX23 DDX5 DDX52 DHX16 DOLK DYNLT5 ECEL1 EFCAB6 EFR3A EHMT1 ELMOD1 EML1 EML5 ESRP2 FAM169BP FFAR1 FOXD3 FOXN3 G3BP2 GABPA GALC GFPT1 GIMAP7 GLRB GPR101 GRAMD2A GRIPAP1 HCFC1 HDX HNF1A IL17RA IL1RAP KCNV1 KDM4B KIF2B LEF1 LIN7C LSAMP MAPK6 MARCHF6 MIR137 MIR151A MIR7-2 MIRLET7B MMP16 MORC4 MRAP2 MTFMT MTHFD2L NDRG3 NELFA NF1 NLRP6 NR6A1 NUDCD3 OPN1MW ORAI2 P2RX2 PDE7A PGAP1 PIK3IP1 PIK3R4 PLCXD2 PLEKHA5 PLEKHM1 PNMA5 PPM1K PPP3CC PPP4R2 PTGR3 RANBP10 RASD2 RASGRP2 RBAK RFNG RFPL4B RNF123 RNF145 ROBO3 SCLY SEC61A2 SGTB SLC20A1 SLC22A6 SLC23A2 SLC30A8 SMAD5 SNAPC4 SPATA2 SPATA9 SRPRA STAP1 STAT3 TBX20 TBXA2R TOR3A TTC5 UGGT1 UPRT USP28 VAV1 WDFY1 YTHDC2 ZBTB49 ZC3H12D ZDHHC17 ZIC3 ZNF394 GSE7460_CD8_TCELL_VS_CD4_TCELL_ACT_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7460_CD8_TCELL_VS_CD4_TCELL_ACT_DN ADPGK AGRP AHCTF1 AHCYL2 AIPL1 AIRE AKT2 AMBN AMPD3 ANKRD27 ANKRD50 ANP32A ANXA5 AP2S1 APP ARHGAP29 ARHGAP5 ARHGEF11 ASS1 ATP11C ATP2B1 AVEN BCAT2 BCL9 BTLA C1orf198 C2CD5 C8orf82 CAPNS1 CD2AP CD4 CD81 CDKN1C CDON CDR2 CENPA CENPE CENPL CENPM CEP89 CGGBP1 CLN6 CNST COA7 COPG1 COX6C CREG1 CSGALNACT1 CTBP1 DAP3 DIP2C DNAJB14 DRC1 DUSP7 ECM1 EGLN2 EPHX4 ERI2 ETS2 EXO5 FADD FAM104A FAM177A1 FAM219B FKBP1A FNBP1L FOXK1 FRMD6 FRY GABRR2 GAS2L3 GCC2 GGACT GM2A GNB4 GNG12 GOLPH3L GPR155 GPR83 GPSM2 GYPC H2BC5 HMGB1 HNRNPLL HSBP1 HSD11B1 HSD17B10 HYPK IBTK IFITM3 IFT46 IGFBP4 IL1RL2 ITGB3 IZUMO1R KCTD13 KIF3A KIFBP LARS2 LRRC8D LYPLAL1 MAF MBOAT1 MDFIC MDH2 METTL14 MIA2 MLLT3 MPZL3 MSI2 MTMR3 MYO10 MYO18A MYO6 NDUFA8 NDUFB3 NEB NFIX NLRP10 NME6 NREP NSUN4 NUSAP1 OSBPL2 P2RX7 PARD6G PCCB PDLIM4 PKP4 PLCL2 PLEKHA1 PLXND1 POLL PPP2CA PPP4R1 PRICKLE1 PRNP PTPRA RAB1A RAMP1 RASGRP1 RB1 RCBTB1 RCN1 REC8 RGCC RPA1 RPUSD4 S100A13 SAP18 SBF2 SDR16C5 SEPTIN7 SH3BGRL2 SH3GLB2 SHE SLC25A22 SLC25A24 SLPI SNN SPEF1 SPRY1 SPTSSA ST6GAL1 ST6GALNAC2 STK24 SUMF2 TCF20 TDRKH TGM4 THBD TIAM1 TMCC3 TMEM121 TMEM154 TMEM168 TMEM176B TMEM267 TMEM64 TNKS2 TOX TP63 TRAT1 UBE2A UBE2E2 UBE4B UCP2 USP27X USP6NL VARS2 VWA1 WDR83OS WFS1 XIRP1 XXYLT1 ZCCHC24 ZFAND5 ZNF236 ZNF623 ZRANB1 GSE7460_CD8_TCELL_VS_CD4_TCELL_ACT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7460_CD8_TCELL_VS_CD4_TCELL_ACT_UP ABCC9 ABHD15 ABTB3 ACOT9 ADAMTS12 AGPAT4 AK3 ALPL ALS2 AOPEP APOOL ARHGAP26 ARID3A ATP8B4 ATXN1 B4GALNT1 BAIAP3 BCORL1 C1GALT1 C5orf46 CALHM6 CAMK2G CAMK2N1 CASS4 CCDC6 CCL5 CCR5 CD38 CD8A CD8B CEP162 CERK CHST11 CLIC5 CMTM7 CRACDL CST7 CTLA4 CTSW CXCR3 CXCR5 CXCR6 DDC DDHD2 DENND4A DENND4C DGAT1 DNAJA4 DNAJB6 DSE DSG2 EIF2B4 EML2 EML3 EPSTI1 F13A1 FAM174B FAM241A FASLG FBXL5 FCHSD2 FGL2 FHL2 FIRRE FNBP4 FOXA1 FRMD4A FRRS1 GARIN3 GBP4 GBP6 GFI1 GGH GOLM2 GPR15 GPR160 GTF2I GZMA GZMK HCK HGSNAT HOOK2 HOPX HSDL2 ICAM1 IFNG IFNGR1 IKZF2 IKZF3 INVS IRF1 ITGAL KCTD12 KLRC1 KLRK1 LAX1 LGALS3 LGALS3BP LINC01160 LPIN2 LPXN LYN MARCHF5 MCTP2 MIGA1 MIR22HG MPPE1 MYO1F NBEAL2 NCALD NCF1 NDNF NEUROD4 NKG7 NLRC5 NOTCH1 NSMAF OR4C3 OSTF1 PARP8 PBX4 PDE7A PHETA2 PIGP PLAC8 PLAUR PLCG2 PLEK PLEKHM3 PLXDC1 POLM POLR3A PON3 PREX1 PRRG2 PRRT1 PSME2 PTDSS2 PTPN22 RACK1 RBMS2 RECK RGS3 RILPL2 RMDN2 RNF138 RNPEP RUNX2 S100A4 S100A6 SEMA4F SERPINA5 SESN2 SH3RF2 SIDT1 SIRT3 SKIL SLAMF7 SLC13A1 SLC25A53 SLC6A3 SLC9A5 SLC9A9 SMIM3 SMPDL3B SOAT2 SPIN4 STOML1 STXBP4 SYT10 TAB2 TAPBPL TASL TBX21 TENT5B TMED3 TNFRSF13C TNFSF10 TOGARAM1 TRAFD1 TTC39C UBXN2A UCK1 UNC119B USP11 USP24 USP30 USP42 VMP1 VPS37A YES1 ZBTB26 ZCCHC18 ZDBF2 ZFP36L1 ZNF131 ZNF2 ZNF229 ZNF354A GSE7460_CD8_TCELL_VS_TREG_ACT_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7460_CD8_TCELL_VS_TREG_ACT_DN ABL1 ACO2 ACSL1 ACTR6 ADSS2 AGRP AHCYL2 AKAP11 ALG3 ALYREF ANKDD1B ANKRD13C ANKRD28 ANLN ARHGAP11A ATP11C AURKA AURKB AVEN BMI1 BUB1B BUB3 C1orf198 C2CD5 C7orf50 CACTIN CBFA2T2 CCDC115 CCND3 CCSAP CD2AP CDC27 CDCA3 CDK4 CDON CENPC CENPM CEP57L1 CIP2A CISH CLTC COPS8 COQ2 CPD CSE1L CTDSPL2 CUBN DAP3 DCUN1D2 DDX1 DDX20 DHFR DIDO1 DIP2A DIP2C DNAAF2 DOCK1 ECM1 EIF2S1 EIF2S3 ERI1 ERI2 EXOC8 FAM210A FARSB FES FNBP1L FUBP3 GALNT9 GEN1 GINS2 GMPS GPR83 GRHL1 HAUS1 HAUS4 HAUS5 HNRNPM HPF1 HSD11B1 HSPA14 HUS1 IFT81 IFTAP IPO9 KIAA1191 KIF18A KIFBP KLHL2 KPNA3 LIMA1 LRP11 LRRC8D LTV1 MAP3K8 MCM3 MCM4 MCM7 MED19 MELK MIER3 MLLT3 MRPL40 MST1 MTFR2 MYBL1 NAA10 NAMPT NCAPH NCMAP NDC80 NEK2 NFKBIZ NUDT5 NUP107 NUP37 NUP93 NUSAP1 NXT2 OSTC PDK3 PDS5B PFN2 PGAM5 PHTF2 PMF1 POLE3 POLR2B POLR2D PPM1L PPP1R3F PRDM2 PRKAR2B PRMT3 PRPF38A PSMA4 PSMD12 PSMD13 PTPN1 PTPN9 PWP2 QRSL1 RAB11FIP2 RAD54B RB1 RCN2 RERE RFC5 RWDD3 SAE1 SHC3 SHE SKA3 SLC29A1 SMC3 SNN SNUPN SOD1 SPAG5 SPCS3 SRSF10 SSR1 SSX2IP ST6GAL1 STK24 STK32A TACC3 TEAD1 TEDC1 TIAM1 TIMELESS TINF2 TIPIN TMED10 TMEM267 TMTC2 TMX1 TNFRSF18 TOX TRAF6 TRAT1 TRIM44 TRMT11 TSEN15 TSG101 UBA5 UBE2A UBLCP1 UEVLD USP27X UTP18 VAMP3 VAMP7 VDAC1 VIM VMA21 VRK1 WSB1 ZNF24 GSE7460_CD8_TCELL_VS_TREG_ACT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7460_CD8_TCELL_VS_TREG_ACT_UP AASDH ABCB1 ABHD15 ACAD10 ACP3 ACSS1 ADGRE5 AGPAT4 ALPL APBB1IP APPL2 ARHGAP26 ARL6IP5 ATP2B4 ATXN1 B4GALNT1 B4GALT5 BAIAP3 BCL2L11 BCORL1 BFAR BORCS6 BPNT2 C3AR1 C5orf46 CABP7 CACNG3 CALHM6 CAMK1D CAMK4 CCDC138 CCDC157 CCDC6 CCL4 CCR2 CDKN1B CENATAC CLCF1 CMAS CNGA1 CNRIP1 COX7A2L CTSA CTSW CXCR2 CXCR6 CYLC2 DAPK2 DIO2 DMWD DNAJC5G DNMT3B DSE DSG2 DTX1 DUSP22 EIF3F ELOVL7 EML3 EML5 EPB41L3 EPSTI1 EVL F2RL1 FAM174B FBXL5 FCGRT FILIP1 FNBP4 FOXJ2 FRAT2 FRYL GAB1 GABBR1 GAS7 GDF3 GIMAP8 GP6 GPR160 GPR18 GRAMD2B GTF2IRD2 GTPBP2 GZMK H2BC18 H6PD HAO2 HERC3 HEXIM2 HGSNAT HID1 HLA-DOA ID2 IDNK IGF2 IKZF1 IL1RN IRAG2 IRAK4 ITGB5 ITPR1 KCNV2 KIF21B KLRK1 LHFPL4 LPXN LUC7L2 LYST MALT1 MBLAC2 MCTP2 MFAP2 MFGE8 MOSMO MPPE1 MXRA8 MYO1F NACC2 NCALD NEDD4 NISCH NKAIN4 NOTCH1 NSMAF ORMDL3 OS9 P2RY13 PAK3 PBXIP1 PDCD4 PDE2A PDE4B PDE7A PDPK1 PHF23 PLAUR PLCG1 PPCS PPIL2 PPP1R13L PREX1 PRRT1 PTPN22 PXN PYGM RACK1 RALGAPA2 RAPGEF4 RHO RNF166 RPS5 RSPH4A SARAF SATB1 SCGN SDF2 SEL1L2 SEMA4F SESN2 SH2D1A SIRT3 SLC12A7 SLC24A3 SLC52A3 SLC9B1 SMAP2 SMIM3 SMYD1 SNRK SPTBN2 ST3GAL6 STX16 STXBP2 SUPT4H1 SV2B SYNPO2L SYTL3 TCF7 TLE4 TMEM231 TMEM63A TMEM91 TOGARAM1 TOR1A TRAFD1 TTC13 TTC3 TUSC2 UBALD1 UBE2H UNC119B USP32 VPS37B VWA3A WDR45 ZAP70 ZCCHC18 ZFP30 ZNF14 ZNF839 GSE7460_CTRL_VS_FOXP3_OVEREXPR_TCONV_1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7460_CTRL_VS_FOXP3_OVEREXPR_TCONV_1_DN AADAC ABTB1 ACBD4 ACER2 ACOT9 ACTR3B ADAMTS6 ADRB1 AFTPH AGT AIFM2 ALDH7A1 AMBN AMBRA1 ARL5A ARL8B ARV1 ATOSA ATP6V1E2 AVEN B3GNT2 C16orf74 CAPN3 CCDC88B CCS CD164L2 CD37 CD48 CD81 CERK CFAP410 CFTR CHST15 CNN1 CNPY1 CRCT1 CSNK1G3 CSRNP1 CTSV CYB561A3 CYP11A1 DBNDD2 DECR1 DECR2 DMRTA2 DSCAML1 EFS ELL2 ELOVL6 ERCC4 ERN2 ERP44 EVI5 EXOC2 F10 F5 FAM120C FAM167B FAM174A FAM193B FAM53C FARS2 FBH1 FBXL17 FIRRE FJX1 FRMD6 GADD45B GALNT15 GIMAP5 GPBP1 GPHN GRK4 HECTD2 HEXA HHIPL1 HLF HM13 HPGDS HSD17B2 HSD3B7 ICAM1 IER5 IFT57 IFTAP IGFLR1 IL2RA IL6ST INPP5A INSYN2B IRAK1BP1 IRF6 ITGAE ITM2C IZUMO1R KANK4 KCNV1 KDSR KLHL10 KLHL36 LAPTM4A LIF LKAAEAR1 LRRC61 LRRCC1 LY6K LYPLAL1 MAGEH1 MAP4K5 MARCHF11 MICALL1 MMP9 MOB3A MRGPRE MRI1 MXD1 NEK7 NFAT5 NIBAN1 NIT1 NMI OPHN1 PALLD PAPLN PBX4 PEAK1 PGS1 PHACTR1 PKN3 PLA2G3 PLAGL2 PLD3 PLGRKT PNOC PPP1R16B PRPS2 PRSS22 PSD3 PSEN2 PTCD1 PTGFRN RASGRF2 RASGRP4 REX1BD RFX5 RGS1 RIPOR3 RPS6 RTP3 SARAF SCAMP1 SCN1B SDC4 SERPINB6 SERPING1 SFXN4 SH2B1 SLC35D3 SLC44A1 SLC5A11 SLC9A5 SMPD3 SNRNP27 SPRN SSU72 STX11 STXBP2 STYXL1 SYNE4 TAPBPL TBC1D2B TIAL1 TK2 TM7SF3 TMED4 TMEM130 TNFRSF18 TNFRSF4 TNFRSF9 TNNC1 TP53I11 TRAPPC5 TRMT13 TST TTLL4 TUBB6 UAP1L1 UBASH3B UBE2D3 VAV3 VPS72 WAC WDFY2 WDR19 WNT3A ZBTB20 ZBTB48 ZC3H11A ZC3H12D ZNF646 GSE7460_CTRL_VS_FOXP3_OVEREXPR_TCONV_1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7460_CTRL_VS_FOXP3_OVEREXPR_TCONV_1_UP ABCB7 ABHD1 ADD3 AK4 AKR1D1 ALG6 ALMS1 ALS2CL ANKRD22 ANKRD37 ANP32B AQP6 ARHGAP29 ASZ1 ATF6 ATP11C ATP8B4 BMP2K BRF2 BUB3 C16orf78 C17orf50 C1GALT1 C1QTNF7 C1orf35 C4orf47 CAPS2 CCKAR CDCA4 CELA2A CENPC CEP55 CFP CHGA CHML CKAP4 COL27A1 COL4A3 CRYGB CXCR6 CYP4A22 CYSLTR1 DACH1 DACH2 DCAKD DHRS13 DKC1 DLEU7 DNAH12 DOCK4 DRAXIN DSCC1 DUBR ECT2 EFCAB11 EFCAB14 EMB ENDOV ENOX2 ESCO2 FAM151B FAM166C FAM20A FAM217B FAM221A FBXL8 FLVCR1 GATA4 GGACT GGT1 GHSR GJA1 GPATCH11 GPKOW GRK1 HAUS6 HELLS HEMGN HHAT HK2 HMGCR HMGCS1 HRH2 IARS1 IGFBP7 IL17D ILF2 INPP5B ITGAM KBTBD4 KCNAB3 KCNE1 KIRREL3 KPNA2 KRT79 KRTAP19-5 KRTAP20-2 LACC1 LACTB2 LAYN LCE1A LIMS4 LIN9 LMOD1 LONRF3 LPAR3 LRR1 LRRC23 LRRN4 LYPD6B MAD1L1 MAGEB16 MAN1A2 MAOB MBOAT1 MCM3 MCM6 MCTP1 MDH1 ME2 METTL9 MIA2 MLF1 MTIF2 MYF6 NANP NCAPG2 NGLY1 NPL NUP43 OIP5 ORM2 OSBPL5 OXSR1 P4HA3 PAFAH2 PAPPA PDE12 PDE3B PFKP PGAM1 PLAUR PLEKHA2 PLEKHF1 PLSCR4 POLE2 PRAMEF2 PRELID1 PROP1 PTPN6 QRFPR RAB33A RAB39A RB1 RECQL4 RGS9BP RNPS1 ROM1 RP1 SAP30 SCCPDH SCN2A SEMA3G SEMA5A SF1 SHROOM2 SLC25A10 SLC25A25 SLC2A1 SLC6A12 SNRPB SPAG1 SPARCL1 SSNA1 STK31 STRAP SUGCT SUSD2 SVIL TECTA TEX36 TFAP2E TFB1M TLE6 TMEM47 TOP2B TRAT1 TRIM65 TRPA1 TRPM1 TTC30A UBA6 UBE3D VARS1 WDR5B ZBTB39 ZNF324B ZNF367 ZSCAN10 GSE7460_CTRL_VS_FOXP3_OVEREXPR_TCONV_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7460_CTRL_VS_FOXP3_OVEREXPR_TCONV_DN ABHD4 ACKR4 ACSM1 ACYP2 ADCYAP1 ADGRG3 AGPS AKAP7 ALKBH6 ANKMY2 ANTXR2 APOF ARHGAP5 ATPAF1 AVEN BASP1 BCAP29 BCL3 BPNT2 BRI3 BTNL9 CA5A CATSPERD CAVIN4 CCDC28A CCN3 CD244 CES5A CFAP157 CFTR CHD1 CHD9 CHM CHST4 CKAP4 CLEC4D COPE CPE CRELD1 CSRNP1 CYP8B1 CYTH4 DAGLB DDB1 DDX27 DENND4A DGCR6 DONSON DTD1 EDN2 EEF2K EGFL8 EHBP1 ELOVL6 EMC1 EN1 ENO3 ERP44 EXOC3L1 F12 FAM83E FCSK FLT1 FXYD7 GATA1 GBF1 GHDC GNG7 GPR34 GPT2 GRK4 GSTO1 HABP2 HELQ HES6 HIPK2 HIVEP2 IKZF3 INPP4B INSIG2 INTS9 IPMK IPO13 IRAK2 ITGAE JAK1 JAKMIP3 KCNK10 KHK KIAA0319L KLHL14 KMT2D LINC01160 LRP6 LRRC28 LRRC8D LSM7 MAP3K8 MBTPS2 MED9 METTL26 METTL4 MMP19 MPI MRI1 MYBPH NABP1 NAGLU NCEH1 NEB NEPRO NF1 NIBAN1 NIF3L1 NRIP1 NSD1 NTS NXPE4 OAS2 OLFM1 P3H2 PCDHB10 PEAK1 PHKG1 PHLPP1 PLD3 PPP1R2P1 PRMT6 PRR9 PTGR2 PTPMT1 PURG PYROXD2 RAB27A RAB3A RABGGTB RECK SCNN1G SEC11C SECTM1 SESN3 SKIC3 SLC12A6 SLC16A14 SLC22A15 SLC35A1 SLC4A7 SMAD1 SMIM17 SNAI3-AS1 SNAPC5 SOCS2 SOCS7 SOD2 SOX3 SPATA21 SPTAN1 SSBP2 STARD5 STRADB STX3 SYPL1 TAF12 TAF6 TASP1 TEFM TERF2 TGIF2 THAP1 TLR8 TMED9 TMEM123 TMEM140 TMEM158 TMEM168 TMEM174 TMEM176A TMEM184B TMEM199 TMEM273 TNFAIP3 TP53TG5 TRIM8 TSPY1 UBR2 UFD1 USP22 USP27X VAV2 VIRMA VPS26B VWA2 WDFY4 WT1 YIPF6 YPEL4 ZNF281 ZNF467 ZNF799 ZNF8 GSE7460_CTRL_VS_FOXP3_OVEREXPR_TCONV_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7460_CTRL_VS_FOXP3_OVEREXPR_TCONV_UP ABCG4 ACOX3 ADARB1 ADARB2 ADGRA1 ADORA1 AGO2 AGPAT1 ALG8 AMELX ANKRD12 ANKRD31 AQP7 ARHGAP24 ARHGAP39 ASPH ATG7 AVP BBS2 BHLHA15 C16orf78 C19orf33 C1orf56 C3orf38 CBFB CC2D2A CCDC113 CCNYL1 CDC34 CIART CLDN16 CLDN22 CLPS CREG2 CRYAA CRYBA4 CRYGD CSPG5 CSTPP1 CYP2S1 CYP39A1 CYSLTR2 DEGS1 DHRS13 DIRAS1 DOK4 DRAXIN DRD4 DYNLT5 EIF4ENIF1 ENPP2 EPB41 EXTL3 EYA3 FANCA FKBP10 FLNA FMNL2 FMR1 FPR3 GALNT18 GCKR GFAP GIPR GJA1 GJB1 GJC2 GLP1R GNA14 GPR19 GPR85 GPX5 HAX1 HOXA11-AS HP1BP3 HSPB9 IFI44L IL9 INSYN1 IRAK3 KANK4 KBTBD12 KCNH5 KIAA0040 KIAA1217 KLKB1 KPNB1 KRT18 KRT6A KTI12 LMNTD1 LRRC17 MCOLN2 MIEF2 MINAR1 MIOX MRM1 MYBPC2 MYLK2 MYO1G NAT2 NBEAL2 NCOA7 NDUFV1 NLRP9 NOS1AP NPVF NRP2 NT5C3B NTN1 OCEL1 ODAD3 OGG1 OPA3 OPN1LW OTUB1 PAWR PCDHA11 PCOLCE PDE3A PEMT PHF19 PKD2L2 PKN1 PLA2G12B PLXNA1 POC1A POLD1 POM121L2 POU2F3 PPIL2 PRCP PRR15 PRSS23 PRSS27 PTCD2 PTPRM RAB42 RCBTB1 RGS6 RILP RMI2 RNF181 ROR2 RSPO1 RTL5 SCAMP5 SCUBE3 SEMA6D SERPINA10 SERTM1 SFI1 SLC12A3 SLC16A10 SLC25A35 SLC35F1 SLC39A14 SLC4A9 SLC66A2 SLIT3 SMARCC2 SMTNL2 SNTA1 SNX7 SOWAHB SOX14 SPAG4 SPATA18 SPPL2B SRP72 SSTR4 STMN2 STN1 STRA8 SUPV3L1 SYPL2 TBL1X TCP10L TCTE1 TGM1 THEGL TIGAR TJP1 TLE6 TMEM108 TRIM42 TSEN34 TSSK1B TUBGCP2 UROD USHBP1 VIT YKT6 ZFP57 ZHX2 ZIK1 ZKSCAN4 ZNF428 ZW10 GSE7460_CTRL_VS_TGFB_TREATED_ACT_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7460_CTRL_VS_TGFB_TREATED_ACT_CD8_TCELL_DN ABCA1 ACVR1B ACVR2A ADAMTS6 AGTR2 AHR ANKH ANKRD50 AOAH APOA5 ARFGEF1 ARHGAP39 ARHGAP5 ARIH2 ATP1B3 ATP6V1C2 B4GALNT4 B4GALT4 BAIAP3 BPNT2 BTRC C2CD3 C2orf73 C3orf80 C8orf33 C8orf82 CA2 CAAP1 CACUL1 CADM1 CD40 CD8A CDH1 CDHR2 CDK17 CELSR1 CERS6 CHMP1B CLNK CNST COG3 COLEC10 COQ10B CPD CREBBP CSPG4 DCLRE1B DEXI DIP2B DNAJA4 DTNBP1 ELAVL4 ELK3 FAM170B FAM234B FBLN2 FBXO30 FCHSD2 FERD3L FNDC3A FOXO1 FOXP3 FUBP3 GCNT1 GLCCI1 GLRB GNA12 GNGT2 GOLIM4 GPR15 GPR171 GPR34 GRIA3 HID1 HIVEP2 HSD11B1 IFITM3 IGFBP4 IGFLR1 IKZF4 IRX3 ITGA2 ITPR1 KCNB1 KIAA0232 KIAA1958 KLHL24 KLHL25 KPNA4 LACTBL1 LDLRAD4 LGALS3BP LITAF LRIG1 MAF MATN4 MAX MDFIC MDGA2 MED10 MEGF10 MELTF MGAT4A MMP11 MOB1B MOSMO MTMR3 MYO9A NAAA NEO1 NT5E NTNG1 OAS1 OLFM2 OLFML3 PACSIN1 PAPOLB PARP12 PHLPP2 PLAC9 PLCXD2 PLEKHA1 PLEKHH1 PLEKHM3 POU6F1 PPM1H PRICKLE1 PRNP PROS1 QKI QPRT RAB11FIP2 RAB3IP RAC3 RANBP6 RC3H2 RGS2 RIPOR2 RNASE6 RNF149 RNF152 RTP3 RYR2 SBK1 SELENOT SERPINI1 SFRP2 SHC3 SKIL SLA2 SLC26A8 SLC4A10 SLC4A5 SMURF2 SMYD3 SNRK SOX1 SPECC1 SPSB1 SPTA1 SS18L1 STMN3 STX16 STX2 SUGCT SUN2 TBC1D23 TBPL1 TDRKH TGFB3 TIMP2 TIPARP TLR7 TMEM127 TMEM50B TMPRSS11F TMX4 TNFRSF13C TNFRSF1B TNKS TOX TP63 TRIO TRMT10A TTC17 TTC39B USP26 USP32 VANGL1 VSIR WDR13 WDR54 WNT5B ZBTB18 ZBTB37 ZCCHC2 ZDHHC23 ZNF445 ZNF644 ZNF740 GSE7460_CTRL_VS_TGFB_TREATED_ACT_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7460_CTRL_VS_TGFB_TREATED_ACT_CD8_TCELL_UP AAAS ACVR1C ADAP1 ADK AHNAK ANAPC5 ANO10 ANXA1 ANXA2 ARHGAP26 ARHGAP29 ARRDC2 ATP2B1 ATP8B4 BTLA CAMK2B CAMK4 CCL24 CCL5 CCR2 CD14 CD44 CD70 CHAF1B CORO7 COX6A2 CPLX2 CPSF4 CSE1L CWF19L1 CYC1 CYSRT1 DAP3 DAPL1 DCAF1 DCDC2 DDIT4L DDX28 DIO2 DNAJA3 DNAJB2 DNAJC17 DPH2 DSG2 DSN1 DUSP7 DYNLL1 EBI3 ECI1 EHD3 EIF2B4 EIF3G ELMO1 EMP3 ERCC6L2 FAM117B FAM234A FANCB FBXO4 FGL2 FLNA FNIP1 FOXB1 FRAT2 FSTL3 GEMIN4 GET4 GGH GNAI1 GNPNAT1 GOT2 GPN1 GSG1 GTF2H4 GUK1 GYG1 HAX1 HEXIM2 HIF1A HTR1B ID2 IER3 IRAG2 ITGB3 ITGB5 JDP2 KAZN KCTD12 KIF23 KIFAP3 LANCL1 LDAF1 LGALS1 LPCAT1 LPGAT1 LSM5 LYST MAP3K4 MCM10 MED21 MET MMACHC MOK MRE11 MRI1 MS4A10 MSH4 MTM1 MYO1G NAV2 NCAPH NCKAP5L NDUFV3 NEMP1 NR4A3 NUP107 NUP85 NUPR1 OIP5 OLFM1 OPALIN PABPC4 PCBP1 PDCD2L PDE1B PDE6C PIDD1 PITPNM3 PKMYT1 PLAUR PLEKHN1 PLP2 PLXNC1 POLR2D PPP5C PRAF2 PSIP1 PTGIS PUS1 PUS7L RAB23 RAP2A RBP1 RCE1 RERE RGS9 RIN3 RIPK3 RNPEP RNPEPL1 RORC RPAP3 RPL26 RRAD RRP12 SAAL1 SAMD4B SCAMP3 SEPHS2 SERPINA5 SH2D1A SHC1 SIRT3 SLC16A13 SLC17A7 SLC19A1 SLC25A23 SLC41A2 SLC6A3 SMAD3 SMARCA5 SSRP1 STAB2 STMN4 TAGLN2 TESC TFDP1 TFPI THEMIS2 THOC1 TLK1 TMED1 TMEM121 TMEM45B TNFRSF11B TRABD TRMT1 TRPV2 TSEN15 TXN2 UBE2T UTP14A UTP15 UTP25 VARS1 XIRP1 ZNF22 ZNF418 ZNF512 ZSWIM1 GSE7460_CTRL_VS_TGFB_TREATED_ACT_FOXP3_HET_TCONV_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7460_CTRL_VS_TGFB_TREATED_ACT_FOXP3_HET_TCONV_DN AAMDC ABHD6 ACAA2 ACAP1 ADAMTS6 ADCK5 ADH1C AIRN ANKRD50 ANTKMT ANXA3 APOBEC1 AQP3 ARHGAP9 ARRB2 ATP1B1 ATP6V1C2 ATP6V1G2 B9D2 BCL9L BTG1 C12orf57 C19orf12 CALCOCO1 CAMK2N1 CAPG CCDC28A CCPG1 CCS CD151 CD37 CD38 CD3E CD40 CD52 CD8A CDH1 CERK CHD6 CHRM1 CNKSR3 CNP COMMD7 COX7A2L CRLF2 CTSC CTSW CUX1 CXXC5 CYBA DBP DCAF8 DHRS3 DIAPH2 DNAH7 DNTTIP1 EIF3F EMP1 EPC2 F2RL1 FBLN2 FCRL1 FNBP1L FOXO1 FOXP1 FOXP3 GABARAP GCH1 GNB2 GOLM1 GPHN GPKOW GPR68 GPT GSK3B H19 HOXB7 ID3 IFT88 IGFLR1 IKZF4 IL17A IL17RD IL18R1 IRAK4 ITGAE JKAMP KATNIP KCNF1 KCTD11 KIF7 KLHL2 LDLRAD4 LDLRAP1 LFNG LIPA LRIG1 MAVS MBD5 METTL15 MFAP5 MIDEAS MMD MMP11 MPHOSPH8 MYL12B NBDY NBEAL1 NCF1 NCF4 NDEL1 NECTIN2 NIPAL3 NMT2 NRARP NRIP1 NRP1 NT5E NTN4 NUDT14 PACSIN1 PBXIP1 PIGH PIGP PIH1D1 PIK3R1 PIPOX PLEKHD1 PLEKHM3 PREPL PRKCA PROCR PYCARD RAB11FIP2 RABEP2 RAMP1 RDH10 RINL RNASE4 RNF135 RNF149 RNF167 RPLP0 RRAS RUNX3 SBK1 SENP7 SESTD1 SFXN3 SGIP1 SGK1 SIPA1 SKIL SLX4IP SNORD89 SPRY1 SPTAN1 SRPK2 STAP2 SULF2 SUN2 SUOX SYTL1 TBC1D16 TBC1D5 TBCB TEN1 TFAP2A TGIF1 THY1 TLR2 TNFRSF13B TNFRSF13C TNFRSF25 TNFSF10 TNFSF11 TOR1AIP1 TPRG1L TPT1 TRAF6 TRPC4AP TSPAN32 TSPO TTC33 TTC39B TTYH3 UBASH3B UBLCP1 UBXN6 UCK1 USP6NL VPS37A WASHC2A WBP1 XRN1 YPEL3 ZBTB18 ZBTB20 ZNF827 ZNF839 GSE7460_CTRL_VS_TGFB_TREATED_ACT_FOXP3_HET_TCONV_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7460_CTRL_VS_TGFB_TREATED_ACT_FOXP3_HET_TCONV_UP ABCC1 ABHD17C ACACA ACADSB ADAM8 ADORA2B AFG3L2 AGBL4 AK4 AKT1 ALDOA ALG11 ANKRD46 APOL2 ASXL3 ATF2 ATF4 ATP2A2 BAZ1A C1orf52 CA12 CABYR CASKIN2 CCL28 CCNT1 CCT4 CD28 CDC37L1 CDV3 CEP83 CHAC2 CHADL CHST6 CHSY1 CLYBL CNEP1R1 COX18 CPSF6 CST7 CYB5B DBF4 DCUN1D5 DDX11 DENND2D DGKI DNAJC21 DUSP16 ECHDC1 EED EGLN3 EIF2S2 ELANE EMILIN2 EZH2 F2RL2 FADS2 FAM117B FAM185A FAM210A FBXO46 FDPS FLVCR1 FOSL2 FOXK2 FZD7 GAK GARIN3 GCNT7 GLT8D1 GORASP2 GPI GPNMB GTF2E2 HBS1L HCFC1 HDDC2 HIF1A HILPDA HK2 HSPA13 HSPA4 ICAM2 ID2 IDH2 IER3 IL2RB IMMT INSIG1 IPO5 ITGB3 ITGB5 JMJD6 KCNK5 KPNB1 KSR1 LACTB2 LAMA3 LELP1 LMAN1 LMLN LONP1 LPAR4 LRP10 LRP8 LSS MAFG MDM2 MED12L METRNL MIA2 MMS22L NARS1 NUDCD3 NUP54 OR52N4 ORC1 OSTC P4HA2 PAFAH1B1 PAFAH1B2 PANK3 PCBP2 PCCA PCYT2 PDXP PGAM1 PGAP6 PHF10 PIGU PLIN2 PLXNC1 POLR2D PPP2R3C PPP3R1 PRDM1 PROSER1 PRPF38A PSMC6 PTBP1 PTCD3 PTOV1 PTP4A2 RAB9A RAD50 RAD54L2 RAPGEF1 RASGRF1 REV1 RSBN1 RYK SAP30 SCCPDH SDHD SEC61A1 SEC61A2 SEC63 SETDB1 SIAH2 SLC19A2 SLC2A1 SLC30A4 SLC31A1 SLC38A1 SLC39A7 SLC3A2 SMARCA5 SMIM5 SNX25 SNX9 SORCS3 SOS2 SSR3 STX7 SUCNR1 SYNCRIP TAF5 TCERG1 TDRKH TFAP4 TICRR TMED10 TMEM183A TMEM39A TMEM41B TPST1 TUFM TUT1 UBE2D3 UBE2QL1 UNC119B VAV3 WAPL WSB2 XPO6 YARS1 YIF1A YME1L1 ZAP70 ZBTB7B ZNF639 GSE7460_CTRL_VS_TGFB_TREATED_ACT_FOXP3_MUT_TCONV_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7460_CTRL_VS_TGFB_TREATED_ACT_FOXP3_MUT_TCONV_DN ABHD15 ACP3 ADCY5 AFF3 AGFG1 AHR AKT3 ANKRD34B ANKRD50 APCS APEH APLNR ARID5A ARMC7 ART1 ART4 ATP6V1D B3GNT8 BATF2 BCAS3 BCLAF3 BCO1 BRINP3 C1orf100 C1orf21 CABLES1 CAPG CBX8 CC2D1A CD38 CD8A CD8B CDH1 CEMIP2 CES1 CHD1 CIB1 CLIC6 CLK3 CLNK COL4A1 COMMD7 CPD CTSC CTSW CYGB CYP1B1 DAPK2 DDI1 DENND4A DEXI DIAPH2 DNAJC9 DNMT3B DNTTIP1 EFCAB6 EGFR ENDOU EPHA8 F2RL1 FAM234B FAM3C FAM78A FES FGD1 FHAD1 FHL3 FOXM1 FZD10 GABARAPL1 GAL3ST4 GAPVD1 GGN GPR155 GPR18 GPR68 GPRIN3 GRIA4 GRM7 HMGB4 HNRNPLL HOXA10 IGF2-AS IGFLR1 IL17B IL1B IQCC IQCE IRF3 IRF8 ISM1 ITGAE JOSD2 JPH3 KANK1 KBTBD7 KCTD11 KDM1A KIT KLRD1 KLRK1 LCA5L LDLRAD4 LFNG LHX8 LITAF LMX1B LPAR1 LPAR3 LRRC2 LRRC66 LSM1 LTK MAP7D1 MB21D2 MED10 MMP11 MPZL2 MTUS1 NANP NCF1 NEK6 NFKBIE NKD2 NMT2 NPAS4 NR4A3 NRARP NSUN4 NT5E NT5M PANK4 PDCD1 PMEPA1 PPP1R16B PRDX6 PRKCZ PTAFR PTPN11 QPRT RAB20 RAI1 RASGRP2 RCAN3 RDH10 RHOC RIN2 RNASE6 RNF149 RPA1 RUNX2 SCMH1 SELENOV SEPTIN12 SERPINH1 SFTPC SKIL SLC15A1 SLC22A1 SLC35B2 SLC39A4 SMIM3 SMPD5 SMYD3 SNAI3 SNHG11 SNORD89 SNTG1 SNX17 SPATA2L SPOCK3 SPSB1 STK38L STRA8 SUSD3 TAGAP TDRD1 THAP1 THY1 TINF2 TMCC3 TNFSF10 TNFSF8 TONSL TRAPPC14 TRIO TRMT10A TRPC4AP TTC39B TTLL4 UGT8 UNC5A VPS25 WEE1 ZBTB18 ZDHHC23 ZDHHC8 ZNF354A ZNF644 ZNF706 GSE7460_CTRL_VS_TGFB_TREATED_ACT_FOXP3_MUT_TCONV_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7460_CTRL_VS_TGFB_TREATED_ACT_FOXP3_MUT_TCONV_UP ABO ACYP1 AGPAT2 AGTR2 ALX4 AOPEP AP5B1 APOBR ARHGEF3 ASXL1 AUH AXIN2 BASP1 BATF BCAP31 BICRA BLTP3B BSDC1 BTN1A1 C1orf198 C2orf68 C3orf14 CALCRL CASP6 CCR4 CD28 CD81 CD82 CDYL2 CEP164 CETN2 CGAS CITED2 CLYBL CMAS CSTA DAAM1 DAP3 DGKG DGLUCY DNAJC10 DOK2 DUSP7 DYDC2 EFHD1 EIF4EBP1 ENTPD6 EP300 F2RL2 FAM117B FEZ2 FILIP1 FLNB FOCAD FOSL2 FRK GALNT4 GARIN3 GATA3 GCOM1 GGT6 GIPC2 GPR174 GRAP GRK5 GSN GSTK1 GTDC1 GXYLT1 GYG1 HS3ST1 IFNB1 IFT81 IGHG1 IL12B IL4R ITGB5 ITIH5 ITPRIPL1 KCTD6 KIAA0930 KIFAP3 KRT18 KRTAP21-1 KSR1 KTN1 LACTB2 LDB2 LHX1 LPCAT1 LRATD2 LRRC31 LY9 LYPLAL1 LYRM2 MAP4 MAPK4 MARCKS MCU MID2 MRPL33 MTMR10 MTMR3 MXRA8 MYBPHL NCK2 NDFIP1 NFASC NQO1 NQO2 NRN1 NSMCE1 NUCB1 NYNRIN OSBPL8 P2RY10 PAQR4 PARD6B PCCA PDE4B PDE4D PDE6D PFKFB4 PGP PHF10 PLCB3 PLD6 PLEC PLEKHA8 PLPP2 PLXNC1 PLXND1 POGLUT1 POLG POLM POLR2G PRDM1 PROCA1 PTGER2 PTP4A2 PTPN18 RAB32 RAC1 RAP2C RAPH1 RBBP9 RBPJ RHBG ROBO4 RSBN1 RSPH1 SAMD12 SAMSN1 SEPTIN8 SERPING1 SFR1 SGMS1 SGPP2 SH2D1A SH3PXD2B SLC17A1 SLC1A1 SLC25A51 SLC25A53 SLC2A3 SLC35A2 SLC48A1 SMAD3 SMCO4 SMUG1 SNX21 SOCS3 SOS1 SPACA7 ST8SIA6 STAM STAU2 STOX1 STX3 TAGLN2 TCP11 TECTA TFAP4 TMTC2 TNFRSF18 TP53BP1 TP53I11 TREML2 UNC80 USP45 VAV3 VSIG10 WDFY2 WDR90 WSB2 ZCCHC10 ZCCHC4 ZFP91 ZNF22 ZNF281 GSE7460_CTRL_VS_TGFB_TREATED_ACT_TCONV_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7460_CTRL_VS_TGFB_TREATED_ACT_TCONV_DN AADAT ABHD15 ABI3 ACCS ACSBG1 ACTR3B ACVR1C ACVR2B ADAMTS6 ADGRG3 ADPGK AHR AHRR AMOT ANKRD50 AP1M2 AQP3 ARRDC4 ARSB ATG10 ATOSB ATP1A2 ATP6AP1 ATP6V0D1 ATP6V1G2 ATRN B4GALNT4 B4GALT7 BEND4 BIN1 BMPR2 C19orf12 CAMK2D CAMK2N1 CAMKMT CASD1 CD37 CD38 CD40 CD8A CDH13 CERK CFTR CHD9 CIB1 CNIH3 CNPY2 COL22A1 COMMD7 CPD CTSW CYP1B1 DEDD DIAPH2 DOCK4 DSTN DUSP2 DYNLRB1 EEF1AKMT1 ELL2 ENDOD1 ENDOV ENTPD1 FAM241A FCHSD2 FGL2 FKBP15 FKBPL FMNL3 FOXP3 FURIN GBA1 GEM GFOD1 GLIPR1L1 GLT8D2 GOLM1 GOLM2 GPHN GRK4 H19 HEPACAM2 HSD3B7 IER5 IFITM2 IFITM3 IFITM5 IFT88 IGFBP4 IGHG1 IKZF4 INPP5D IRF2BP2 IRF4 ITGAE KCNK6 KIT KRAS LGALS9B LPXN LRIG1 LYN MAPKAPK3 MCCC1 MED10 MGAT5 MMP11 MTERF1 MXD1 MYADM MYL9 MYRIP NCF1 NCF4 NCMAP NEK7 NFAT5 NIBAN2 NIN NINJ1 NIPAL1 NLRP6 NMNAT1 NRARP NRP1 NT5E NTAQ1 ODR4 P2RY1 PAIP1 PISD PLEKHD1 PMEPA1 POLM PPIB PPM1L PREPL PTPRJ RAB20 RAB3IP RAMP1 RANBP6 RGS1 RHOB RHOF RHOH RNF149 RPLP0 RTF2 RUFY3 SDCCAG8 SESTD1 SH3GL1 SKIL SLC17A9 SLC44A1 SMAD7 SMURF2 SPATA13 SPECC1 SPSB1 ST8SIA1 STAT3 STIM2 STK38L STON1 SUOX SYCP2L SYNGR2 TAX1BP3 TBC1D14 TBC1D16 TCF4 TEAD1 TGFBR1 THY1 TLE3 TMEM199 TMEM230 TNFRSF13C TNFSF10 TRADD TRAF4 TRAPPC14 TREML2 TRIP4 TTC39B TUBGCP4 TULP4 UBE2F UBLCP1 UBXN11 VASP VCAN WBP1 WDR17 ZBTB18 ZCCHC24 ZFP1 ZNF277 GSE7460_CTRL_VS_TGFB_TREATED_ACT_TCONV_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7460_CTRL_VS_TGFB_TREATED_ACT_TCONV_UP ACTL6B ADAM2 ADRB1 AIPL1 ANGPTL1 ANGPTL4 ANKRD27 ANXA1 APP ARHGAP28 ARHGAP29 ARHGEF6 ASPM ATP8B4 BEX1 BHMT BTLA C2CD5 C3orf38 CALHM6 CD28 CD44 CD53 CD9 CDYL2 CELF5 CENPA CENPE CENPW CNGA1 COL17A1 CYB5R1 CYP20A1 CYSLTR1 DAP DAPL1 DDC DGLUCY DHCR24 DHCR7 DPH5 DPP4 DTD1 DYNC2LI1 DZIP1 EEF1AKMT2 EIF2AK3 EMB ENKUR ENPP1 ENTPD5 EPHB6 EPS15 ERO1B EVI2A EVI2B EXOSC6 FBXO33 FCER1A FPR3 FRMD6 FZD5 GBP6 GCC2 GGH GHITM GIMAP7 GNAL GNG12 GPAT3 GPM6B GPR137B GRAP GSPT2 HDGF HEMGN HNRNPA1 HRH2 HSDL1 HSPA1L IL12RB2 IL18RAP IL4 IL7 IMPDH1 IQSEC1 IRF6 ITGB3 ITK ITPR1 KCNQ5 KCTD12 KIF2A KIF3A KLF6 KRTAP2-4 LARP4B LBR LGALS3BP LMOD1 LRCH1 LY9 LYST MAN1A1 MAP3K20 MAPK12 MBOAT1 MCOLN2 MCOLN3 MCPH1 MCTP2 MFSD6 MIA2 MOB3B MORN4 MRTFB MSANTD1 MTHFS MUTYH MYO6 NAAA NAP1L1 NDST3 NFE2L2 NGLY1 NIPA1 NUFIP2 NYAP1 OCSTAMP OLIG1 OR51B4 PCDHB13 PDIK1L PIM2 PIWIL1 PKP4 PLXND1 POLH POLRMT POU2AF1 PPP4R1 PRDM1 PRR11 PRR16 PRSS54 PRXL2A PTPN22 RAB31 RALGPS2 RAPGEF5 RDM1 RGS5 RHEBL1 ROPN1L RUNDC3B SCGN SDR16C5 SEMA4A SEMA5B SH3D19 SHISA4 SIPA1L1 SLC30A4 SLC30A7 SLC38A1 SLC46A3 SLC6A9 SLPI SMAD3 SNX9 SPEF1 SPOCK2 SRGN ST6GALNAC2 STARD6 SUSD1 SYT3 SYTL2 TBL1X TECPR2 TMEM229B TMEM51 TNFSF14 TOP3A TRIM66 TTLL12 TUBA1A TUBB2A UGT3A2 UNC119B VCPIP1 VKORC1 WDR3 WDSUB1 XPO7 ZCCHC8 ZDHHC18 ZNF280B ZNF365 GSE7460_CTRL_VS_TGFB_TREATED_ACT_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7460_CTRL_VS_TGFB_TREATED_ACT_TREG_DN ABCA1 ABL1 ACCS ACSL6 AKAP5 AKT3 ALDH18A1 ALOX15 AMOT ANKRD12 ANKRD50 AOC3 AQP3 ARHGEF4 ARMC7 ATF7IP2 ATP1A2 ATP9A ATXN1 B3GNT8 B4GALT3 BHLHE40 BIN3 BLTP2 BORCS6 C14orf39 C19orf12 CABYR CACNG5 CAMK2N1 CARD6 CASP7 CCDC134 CCR8 CD38 CD40 CD96 CDC14B CERK CFAP418 CHD3 CHDH CIB3 CLXN COL1A2 COL7A1 CPD CRTC3 CTIF CTSW CUX1 CWH43 CYP11B1 DAPK2 DBNDD2 DIAPH2 DPCD ELK3 ENDOD1 EPB41L3 EXOG FAM3C FCHSD2 FKBP10 FKBP1B FMNL3 FNDC11 FOXN1 FREY1 FRMPD3 FURIN FUT9 GIT2 GNG2 GOLM1 GPER1 GPR158 GPR63 GREB1 GREB1L GTF2IRD1 GTF3C1 GUCY1B1 HCAR2 HS1BP3 HTR1F IGF2R IGSF11 IKZF4 IL18R1 INSM2 IPCEF1 ITGAE KCTD13 KCTD14 KLHL25 LDLRAD3 LDLRAD4 LDLRAP1 LMBR1 LPAR4 LPXN MACO1 MAP1LC3A MAP7 MAPKBP1 MED22 MEX3A MINK1 MTA3 MTMR3 MTUS1 MYO3B MYO9A MYRIP N4BP1 NCMAP NDFIP2 NDNF NDRG4 NINJ1 NIPAL1 NIPSNAP3B NLRP6 NR6A1 NRARP NRP1 NT5E OAF P2RY1 PACS1 PDE2A PDGFRL PHLDB2 PLAT PLCE1 PLIN4 POU6F1 PPIL2 PPOX PPP1R1C PRG4 PRKAG2 PRKCG PTPRO RAB3D RASGRP3 RGS1 RGS16 RIC3 RNF149 RNF208 ROBO1 RPL4 RPS6 RRAGD SBK1 SESTD1 SIPA1 SKI SKIL SLC11A1 SLC18B1 SLC39A14 SLC40A1 SMAD7 SMPD5 SMURF2 SMYD1 SNORD89 SP110 SPAG16 SPAG17 SPSB1 SPTAN1 SRC ST8SIA1 STAT3 STMN2 STX16 SYCP2L SYNGR2 TBC1D16 TMEM186 TNFRSF13C TPH1 TRAPPC3 TSPYL2 TTC19 TTC3 USP22 WBP1L YPEL3 ZBTB18 ZBTB20 ZNF319 ZNF398 ZNRF1 ZSCAN29 GSE7460_CTRL_VS_TGFB_TREATED_ACT_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7460_CTRL_VS_TGFB_TREATED_ACT_TREG_UP ABHD8 ABI2 ADK AFG3L2 AGT AGTPBP1 AIMP2 ANKRD13C ANLN ANXA2 ARHGEF10 ASCC3 ATAD5 ATP10A BUB1 C1QTNF12 C1orf112 C2CD5 C6orf89 C9orf43 CAPNS2 CCNE2 CCSAP CENPU CEP55 CHEK1 CHML CIP2A CLCC1 COPRS COPS7A CORO6 CRLS1 CRYBG2 CYB561D2 CYB5B CYP51A1 DDOST DDR1 DDX39A DEPDC1 DHFR DNAAF2 DNTTIP2 DONSON DPP9 DZIP1 EBI3 EFCAB7 EIF2D EIF2S1 EIF3J EMB EMC7 ENOPH1 ENPP4 ERP44 ESCO2 ETAA1 EXOSC3 FAM72A FERMT3 FIGNL1 GFPT1 GGH GIMAP8 GLIPR1 GRAMD1B GRSF1 GTF2E2 HAUS4 HAUS6 HIF1A HMBS HNRNPA3 HNRNPAB HPRT1 ICOS ID2 IFT81 IL18RAP ITGB3 JADE2 KCTD12 KCTD9 KIF18A KRR1 KRT32 LINC02393 LRP8 LTN1 MAP3K20 MCM3 METAP2 MLX MRPL22 MS4A6A MTFR2 MTHFD1L MTM1 MYBL1 NAB2 NABP1 NAT14 NBN NCAPD3 NCOA7 NEIL3 NHEJ1 NOLC1 NUDT19 ORC1 OSBPL3 P4HB PALS2 PBK PDE5A PDGFRB PDSS1 PGLYRP1 PICALM PIF1 PIMREG PINX1 PKP4 PLAGL1 PLAUR PLK4 POLA2 POLK PPP1R3F PSAT1 PSIP1 PSMC1 PSMD12 PTCH1 PTGER2 RAD54B RAN RBMXL1 RCSD1 RIF1 RIOK1 RIPK3 ROM1 SANBR SAR1B SDF4 SEC24D SELENOI SEPTIN6 SERINC3 SFPQ SKA3 SLA SLBP SLC16A1 SLC25A33 SLC39A6 SMC4 SOWAHC SPDL1 ST3GAL5 STK39 STOML2 STT3A STX7 TACC3 TBC1D19 TBL2 TENT5A TESC TEX30 TFB1M TGM1 THOC6 TM2D1 TMCO1 TMED3 TMEM168 TMEM181 TMEM229B TMPO TMX1 TNK2 TRAF3IP2 TRDMT1 TRIP13 TSPYL4 UBE2N UCHL5 URB2 USP1 VILL VPS26C WBP4 WDR74 WWP1 ZCCHC8 ZNF777 GSE7460_FOXP3_MUT_VS_HET_ACT_TCONV_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7460_FOXP3_MUT_VS_HET_ACT_TCONV_DN ABCB7 ABTB3 ACOXL ADGRA1 AFF3 AGBL5 AKAP4 ANKRD34B ANP32A APLNR APOE APOL2 ARHGAP42 ART1 ATP1B1 ATPAF1 ATXN10 BAG4 BRD3 BRINP3 BTBD1 C1orf109 C9 C9orf72 CABS1 CABYR CALY CAPRIN2 CCDC57 CCL17 CDCA4 CEP89 CHEK2 CHST1 CMTM2 CNKSR3 CNPY1 COL11A2 COL12A1 COPS6 CORO6 CRCT1 CREB1 CRYBA1 CSN2 CTHRC1 CUL5 DAG1 DBF4 DDX11 DES DLG3 DNAJA2 DNAJB12 DNAJC5G EED EGR4 EML4 EPHX1 ERCC6L FABP1 FAM169A FBXW5 FEM1B FGF13 FOXD4L1 GABRG3 GATAD2B GNAZ GPHN GPR101 GREB1 HECTD2 HNRNPD HS6ST2 ICE1 IGSF21 IL6R IPO5 ISOC1 KANK1 KLHL12 KRT14 LELP1 LFNG LHX8 LIN7C LIPK LONRF1 LRRC42 LRRC58 LRRC66 LRRC72 LTF MAP4K1 MAPKBP1 MDGA1 MEOX1 MFHAS1 MRO NANP NCKIPSD NCOA5 NFIX NPAS4 NPR1 NRN1 NRP1 OIP5 OLAH OSBPL11 P2RX1 PAK4 PANK1 PARS2 PC PDE9A PDGFD PGBD1 PHF10 PITRM1 PMCH POLD3 POLR3G PPP3R1 PRDM15 PRDM16-DT PRKCA PRPS2 PRSS23 PSD PTGFRN PTOV1 PTPN11 PUS10 RASD2 RASGRF1 RDH10 REV1 RIN2 RNF133 RPP25 RPS6KB1 RS1 SATB2 SAV1 SETDB1 SH2D4B SHANK3 SHB SLC26A10P SLC4A3 SLF2 SMCO2 SMIM13 SMPD3 SNRPN SOCS2 SP5 SPEM1 SPTLC3 SRRM1 SRSF6 ST6GALNAC3 STAP1 STK38L STXBP4 SYNCRIP TBC1D8 TCF7 TGM6 TICRR TNFRSF25 TNFSF4 TPD52L2 TRIM23 TRIM44 TSC22D1 TSPO2 TTC9 UBD UBE2QL1 UBL7 UBTD2 UMODL1 UPP2 USP28 USP7 VSX2 WDR90 WEE1 YPEL4 ZDHHC23 ZMIZ2 ZNF106 ZNF462 ZNF521 ZNF605 ZRANB2 GSE7460_FOXP3_MUT_VS_HET_ACT_TCONV_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7460_FOXP3_MUT_VS_HET_ACT_TCONV_UP ABHD2 ABHD6 ADAMTS3 ADAMTSL3 ADAR AGBL3 ALG1 ANK1 ANXA11 ARHGAP33 ARPC3 ARPC4 ARTN ASB2 ATP13A5 ATP6AP1 B3GNT6 B4GALNT4 B4GALT7 BLOC1S3 BSDC1 C12orf75 CALHM2 CASR CCIN CD200R1 CEBPB CLIP3 COMMD4 CRLF2 CSF1 CXCL1 DEF6 DENND11 DENND1C DNAJC1 DOCK5 DOK2 DRAM1 ECE1 EFCAB6 EHBP1L1 ELMOD1 ENPP3 EPB41L5 ERMN ESM1 FAM83E FBXO17 FCGR2A FGA FKBP9 FLOT1 FLYWCH1 FOXD2 FRMD4B FSCN3 GABARAP GASK1B GBX2 GC GCG GCNT1 GDAP1 GIPC2 GLRX GPR107 GPR15 GPR171 GPX8 GRB2 GSTT1 GZMA H2BC18 HCG4 HEBP1 HHIPL1 HIP1 HOMEZ HOXA1 HPCA HS3ST1 HSD3B2 IFI44 IFITM2 IGFBP6 IGFLR1 IGHG1 IKZF4 IL12A IQCF5 IRAK4 JAM3 KCNJ10 KHDRBS2 KLK10 KLRC1 KLRD1 KLRK1 KRT18 KRTAP20-2 LGALS3 LOXL2 LRTM1 LTB4R MAF MANSC1 MAPK4 MED12L MEIOB MFAP5 MON1A MRPL33 MSC MYD88 MYH8 MYLK4 MYO10 MYO1A MYO5B MYO9B N4BP1 NEUROD1 NUCB1 NUDT7 NUMBL OAZ3 OCIAD2 ORAI1 OTOP2 PFKFB4 PIK3CG PKHD1L1 PPM1J PRLR PRR14 PRSS37 PTPRN2 PXN RAB39B RABEP2 RMDN2 RNASE6 RSPH1 RTL8C RUNX2 RUNX3 S100A6 SCCPDH SDC4 SEC14L2 SEMA4F SERPINA11 SGPP2 SIRT7 SLC25A20 SLC25A35 SLC35A2 SLC37A3 SLC9A1 SLC9A4 SMIM14 SMUG1 SNCA SPP1 SRGN STX3 SUMF1 SUSD3 SV2C SYCE1 SYT13 SYT17 SZT2 TAFA3 TAS1R2 TBC1D5 TBCB TBX6 TCP11 TCTA TGFB2 THEGL TIPARP TM9SF1 TNC TNFSF13B TOM1L1 TRABD2B TRAPPC14 TRIM65 TWF2 UCP2 UNC80 VSTM5 WDR81 ZDHHC11 ZNF394 ZNF471 ZNF572 GSE7460_FOXP3_MUT_VS_WT_ACT_TCONV_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7460_FOXP3_MUT_VS_WT_ACT_TCONV_DN AAMDC ABHD8 ACAA2 ADAMTS6 ADPGK AGAP2 AKAP12 AKAP3 ALDH6A1 AMER1 ANKRD50 APC APP APPL2 AR ARHGAP29 ARIH2 ARL4C ARL5B ASCC1 ASS1 ATP10D ATP11B ATP11C ATP2B1 ATP8A1 ATPAF1 BPHL BRK1 BTD BTLA C1QTNF9 C1orf198 C1orf21 C9orf72 CALCOCO1 CAMK2D CAMTA1 CASC3 CCDC88C CCR7 CD2 CD2AP CDIP1 CDON CEP164 CHAD CHST6 CNKSR3 CNPY1 COL17A1 CREG1 CTNND2 CYB5R1 CYP39A1 DAPL1 DGKZ DNMBP DRC1 DUSP7 EGLN2 ELF2 ELK4 ELOVL7 EMP1 EPHX1 ESR1 FGF13 FILIP1L FNBP1L FOS FOXD2 FRY GABRR2 GCH1 GGACT GNB4 GPR83 GRAMD4 GRK4 HDAC10 HS3ST3B1 ID3 IFT46 IFT80 IGFBP4 IL17RA IQCF5 IRAG1 KANK4 KCNAB3 KIAA0930 KLF2 KLF7 KLHL7 KRT72 LATS2 LEF1 LRATD2 LRRC61 LRRC66 LTF MAPK11 MCCC2 MCEE MCOLN3 MCUR1 MED1 METTL8 MFHAS1 MID1IP1 MOB3B MPND NAAA NFIX NIPA1 NLRP10 NREP NRP1 NSUN4 NTPCR NUDT14 OGDH PANK4 PARD6G PDE5A PDGFD PDLIM1 PDLIM4 PDLIM5 PDS5A PEAK1 PHAF1 PI4KB PIAS1 PKNOX1 PLCL2 PPM1L PPTC7 PRR16 QPRT RAB3IP RAG2 RAMP1 RASA1 RASL11B RFX3 RIN2 RPS6KA2 RYR2 S1PR1 SELL SERPINA6 SFSWAP SH3PXD2A SHE SLC14A1 SLC17A9 SLC30A4 SLC30A7 SLC44A1 SLC44A2 SLPI SMAD4 SNN SPEN SPICE1 SPRY1 SQOR STAMBPL1 SYTL1 TANC1 TBL1X TCF20 TCF7 TEF TENT4B TEX13B TMC8 TMCC3 TMEM8B TNFSF8 TOX TPD52L2 TRIM35 TSPAN17 USF2 USP20 USP6NL USP7 VPS51 VWA8 WIPF2 XIST ZBTB18 ZC3H4 ZNF280D ZNRF3 GSE7460_FOXP3_MUT_VS_WT_ACT_TCONV_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7460_FOXP3_MUT_VS_WT_ACT_TCONV_UP ABCC1 ACYP2 ADORA2B AHR AKAP7 ALS2 AOPEP APRT ARID3A ARMCX3 ASB2 ASNS ATXN3 AUH BASP1 BCL2A1 BMI1 C12orf75 CASP4 CASS4 CD8A CDC73 CDYL2 CEBPB CEP162 CHST11 CIB2 CLDN12 CST7 CYP11A1 CYSLTR1 DDX3Y DGAT1 DNAJA4 DNAJB6 DNAJC1 DNASE1L3 DOK2 DSG2 DUSP14 DUSP5 DYNLT5 EBI3 EHBP1L1 EHD1 ELL2 ENPP1 EPAS1 ESM1 EVI5 F2R F2RL2 FCHSD2 FOCAD FRMD4B FUOM GEM GGH GLMN GLRX GNPTAB GPAA1 GPR171 GPX8 GSPT2 GSTM3 GZMA HIC1 HK3 ICOS IGHG1 IL10 IL12RB1 IL1R2 IL4 ITPR1 ITPRIPL2 JCAD JDP2 KCTD11 KIF3A KTN1 LGALS1 LGALS3 LPGAT1 LPXN LRP10 LYPLAL1 MAF MAP2K3 MARCKS MARVELD2 MED12L MGAT1 MIR22HG MLEC MLKL MRPL35 MS4A7 MTFMT MYO10 NAA20 NABP1 NEDD4 NT5M NXNL1 OCIAD2 PAWR PAXBP1 PDCD1 PDE6G PLAGL2 PLEKHF1 PLIN2 PLS3 PMEPA1 PNPO POLDIP3 PPP2R3A PRDM1 PRXL2A PSMB10 PSME2 PSME4 PTPN3 RAB1A RAB20 RAP1A RBPJ RGS1 RNF152 RNF19B RNF217 RNH1 RNPEP RPS6KA5 RPS6KA6 RTKN RUNX2 RYK SAMSN1 SCIN SDF4 SDHAF2 SEC61B SH2D2A SHTN1 SKAP2 SLC16A10 SLC25A53 SLC30A2 SLC35F2 SLC39A4 SLC4A7 SLC7A4 SMIM3 SMPDL3B SOAT1 SOAT2 SPA17 SPP1 SPSB1 STAT3 STAU2 STK16 STK3 STX11 SUGT1 SUSD3 SV2C TAF12 TAPBPL TASL TBC1D10B TMBIM4 TMED3 TMED5 TMEM132A TMEM62 TMTC2 TNFRSF18 TNFRSF4 TNFSF10 TNFSF13B TOX2 TRMO TSEN54 UBE2E3 UBXN2A UCP2 USP47 UTY VCPKMT VKORC1 VMP1 WDFY2 WRAP73 XKR8 ZCCHC18 ZNF131 GSE7460_FOXP3_MUT_VS_WT_ACT_WITH_TGFB_TCONV_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7460_FOXP3_MUT_VS_WT_ACT_WITH_TGFB_TCONV_DN ACAA2 ACCS ACSS1 ACVR1C ADAMTS6 ADCY9 ADGRE5 ADPGK AKAP8L ALDH6A1 AMIGO2 AMPD1 ANKLE2 ANKRD50 AP1M2 APPL2 ARHGAP15 ARHGEF10 ARHGEF3 ARHGEF4 ARID1B ARL2BP ARMC3 B9D2 C14orf28 CACNA2D4 CALCRL CAMK2N1 CAPG CARNS1 CAST CBX7 CCDC88C CD40 CDON CEP97 CERK CFTR CHD9 COQ8A CPE CRADD CYP4V2 DGKD DNAAF9 DOCK4 DRC1 DSTYK DUSP7 ENDOV EPS15 ERBB3 ESR1 EXT1 FAM117B FAM120AOS FAM98C FBXO32 FGF13 FOXP3 FRAT2 GATA1 GPHN GRAMD4 HAL HECTD4 HLA-DOA HLA-DOB HPCAL1 IFT88 IGFBP4 IKBKB IKBKE IL17RA IL27RA IL6ST IPCEF1 ITGA4 ITIH5 JMY KDM6A KDM7A KIAA0930 KLC4 KLF2 KLF7 KMT5B LEF1 LRIG1 LRRC57 MAF1 MAML1 MAP4K4 MBP MCL1 MFGE8 MFHAS1 MGST2 MORC1 MPND MTMR3 MTUS1 NAAA NBDY NFIX NIBAN2 NIPAL1 NREP NRP1 NTRK3 NUCB2 OAZ2 OSBPL2 PARM1 PCNX1 PDIA2 PDLIM4 PINK1 PITPNC1 PODXL PPDPF PRKCA PRRC2B PXMP4 RAB33B RABGAP1L RAMP1 RAP1GAP2 RASSF3 RBM33 RECK RERE RESP18 RFLNB RHOH RIPOR2 S1PR1 SARDH SELL SENP7 SESN1 SESTD1 SH3BGRL2 SH3BP5 SH3PXD2A SHE SLC12A7 SLC17A9 SLC25A51 SLC43A2 SLC44A1 SLC49A4 SLC50A1 SMAD3 SMAD4 SMOX SMURF1 SNN SNX30 SOCS2 SQOR SSH2 STAMBPL1 STAT5B STK38 SYCP2L TASP1 TAX1BP3 TBC1D16 TBC1D17 TCF4 TCP11L2 TECPR1 THRAP3 TLR1 TMEM131 TMEM219 TNFAIP8L2 TRAT1 TREML2 TRIB2 TUBGCP4 UBASH3B UBE2J1 UBN2 UBP1 UBXN11 UBXN6 UNC80 USF2 USH1C USP27X WDR82 WIPI2 XIST XPA ZBTB20 ZMYM5 ZNF217 ZNF280D GSE7460_FOXP3_MUT_VS_WT_ACT_WITH_TGFB_TCONV_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7460_FOXP3_MUT_VS_WT_ACT_WITH_TGFB_TCONV_UP ACP3 ADCY5 ADORA2B AGFG1 AHR AHRR APRT ARID5A ATF3 ATF4 ATP6V0E2 B4GALNT1 BARD1 BCAT1 BCL2A1 BRINP3 BTG3 C12orf75 CABLES1 CARD10 CASP3 CATSPERD CCDC112 CCN4 CD38 CD70 CD8A CD8B CDYL2 CEBPB CENPK CHORDC1 CHPT1 CHST11 CLDN12 CLTC CPD CPZ CRLF1 CXCR3 DAD1 DCLRE1B DDX3Y DESI1 DSG2 DUSP14 DUSP16 DUSP19 EHD1 EIF2S2 EIF3A ELL2 ENPP1 EPHB6 EXOSC8 EYA3 F2R FASLG FHL2 FHL5 FPGS FRMD4B GABARAPL1 GABRR1 GADD45B GEMIN8 GIMAP7 GJB1 GKAP1 GLMN GRB2 GZMA HBG2 HIC1 HOOK1 HSPA1B IARS1 IFIT1B IFNG IL10 IL12RB2 IL2RB IL4 IPO13 IRF8 ITPRIPL2 KDELR2 KDM5D KLHL40 KLRD1 KLRG1 KLRK1 KNL1 LACC1 LGALS3 LHX3 LITAF LPAR3 LPIN2 LRRC1 LTK MARVELD2 MED30 MED7 MEGF9 MFSD6 MGAT1 MLEC MORN4 MPZL2 MTHFS NAA20 NCAPG NEDD4 NEU3 NFATC1 NKG7 NOTCH1 NPLOC4 NUCB1 OSGIN1 PAFAH1B1 PDCD1 PDE3B PIM2 PKD2 PLAAT3 PLAC8 PLIN2 POLE2 POMP PPP1R16B PRDM1 PRSS16 PRXL2A PSMA3 PSMA5 PTPN3 PUS3 PYCR1 RABL3 RAD23B RBPJ RIF1 RIOX1 RNPEP RPS6KA6 RRBP1 RSPH1 RUNX2 RYK SCO1 SDF2L1 SDHAF2 SEC61B SEC61G SH3BP2 SKAP2 SLA2 SLC16A9 SLC25A13 SLC30A2 SLC39A4 SLC66A2 SMIM3 SMYD3 SRGN SSR4 STARD6 STRA8 STT3A SUGT1 SULT2B1 SUSD3 SUV39H2 TAF2 TBX21 TGFB3 TMEM165 TRABD TRMT10A TSGA10 TSPAN3 TSPAN4 TTC39C UBE2E3 UBE2T UBR5 UTY VARS1 VCPIP1 VEZT VKORC1 VMP1 VPS29 WAPL ZC2HC1A ZCCHC3 ZFP41 ZNF770 GSE7460_TCONV_VS_TREG_LN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7460_TCONV_VS_TREG_LN_DN ABCA5 ABCB1 ABI2 ACADSB ADAMTS6 ADAP1 AGR3 AHCYL2 AHNAK AHR ANXA4 ARHGAP21 ASNS ATP2A2 ATP9A AXL BANK1 BCL2L1 BLCAP BMP2K C3orf70 C9orf152 CASP4 CASP7 CCNE2 CCR6 CCR8 CCRL2 CD274 CD38 CD81 CD83 CD86 CDCP1 CDK6 CEP290 CISH CNDP2 CNKSR3 CNRIP1 CORO2A CTLA4 CXCL1 CXCL3 CYP4V2 DENND4A DENND5A DGAT1 DGAT2 DMD DNAH7 DPP4 DPY19L3 DUSP4 E2F3 ELK3 ENTPD1 ERGIC1 F2R FBXO32 FGL2 FNTA FOXP3 FRMD6 GABARAPL1 GATA1 GBP2 GBP4 GEM GLRX GPR15 GPR68 H2AZ1 HDAC6 HDAC9 HK2 HNRNPLL HOPX IFT80 IGF1R IL10RA IL2RA IL2RB INPP5F IRF4 IRF8 ITGAE ITM2C JCAD KCNK6 KIF13A KIFAP3 KLF6 KLRG1 LCLAT1 LMAN1 LMLN LPXN LRIG1 MAP3K8 MAPKAPK3 MATN2 MDFIC MGAT5 MTMR3 MTMR7 NCF4 NCKAP1 NCMAP NDRG1 NFIL3 NFKBIE NFKBIZ NIBAN1 NIBAN3 NRP1 NT5E OSBPL3 PEAK1 PHETA2 PHLPP1 PHTF2 PIAS3 PIK3R3 PLCB4 PLPP1 PLXNC1 POGLUT2 PPM1L PRICKLE1 PRKRA PROS1 PSEN2 PTGER4 RAB8B RGS1 RNF135 RORA RRAGD RXRA SAMSN1 SDCBP2 SEPTIN8 SERINC3 SESN1 SH3BGRL SH3BGRL2 SH3BP2 SHE SHKBP1 SLC12A2 SLC22A5 SLC2A3 SLC35D1 SLC4A7 SLC9B2 SMAP1 SNORD89 SNX13 SNX18 SOAT1 SOCS2 SOCS5 ST3GAL2 ST6GALNAC4 STARD5 STON1 TANC2 TBC1D4 TDRD7 TGFBR1 TK1 TM7SF3 TMEM158 TMEM64 TMEM65 TNFRSF18 TNFRSF1B TNFRSF9 TNFSF11 TRIM14 TRIM59 TRIM67 TSC22D2 TTC8 TWSG1 UBASH3B UBE2B USP27X VAV2 VPS54 WDR82 WIPI2 WLS ZBED5 ZC3H12C ZC3H12D ZCCHC18 ZDHHC23 ZNF467 GSE7460_TCONV_VS_TREG_LN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7460_TCONV_VS_TREG_LN_UP ABHD15 ABHD8 ACP3 ACSS2 ACVRL1 ADAMTS4 ADCY6 ADH1C AFP AKAP12 ALS2CL AMIGO2 AMPD1 AP2A2 APP APPL2 AQP11 AR ARHGAP29 ATP1B1 ATP6V0A2 ATP8B4 ATXN7L3B BCL2L14 BTLA C1orf21 C2orf74 CARS1 CDK10 CDKL1 CDR2 CERS6 CFAP107 CLIP1 CNGA1 CNN3 COA6 CREB5 CTSV CYP2S1 DAP DAPL1 DCC DDX25 DENND2D DMBT1 DNTT DSE DUSP10 DUSP28 DYRK2 EFCAB3 EHD3 ELOVL7 EMB EMC9 ENC1 ENDOG EPAS1 FAAH FAM78A FMOD FNTB FOXK1 GATD1 GEMIN6 GPD2 GRAMD1A GRAP2 GSN GTF2I GUCD1 H2BC13 HOXA1 HP1BP3 HPS5 HS3ST3B1 IBTK IFITM10 IKZF1 IL17RA IL1RL2 IL2 IL21 ITGB3 ITK KBTBD13 KCTD16 KLHDC1 KLHL14 KLRD1 KREMEN1 L3MBTL3 LAIR1 LANCL3 LDLR LDLRAP1 LMO4 LMTK3 LRRC75B LYPD6B LYST MAP10 MAP7 MAX MBOAT4 MBP MCTP2 METTL9 MFHAS1 MFSD6 MIA2 MYO10 MYO3A NFE2L2 NYAP1 ODF3 PAOX PAQR7 PCYT2 PDE3B PDK1 PDLIM4 PIK3CG PIK3IP1 PIK3R5 PIM2 POLE2 POU5F1 PPFIA4 PPIC PPP1R15B PPP2R1B PPP3R1 PSD3 PTK6 PUS7L RAB27B RAP2B RAPGEF4 RASA3 RASGRP2 RCN3 RFLNB RGCC RGMB RNF150 RNF32 RSU1 RYR1 S1PR1 SATB1 SCML4 SELENOP SEMA4A SEMA4F SETD4 SETX SH3KBP1 SHLD1 SLC12A7 SLC16A10 SLC16A5 SLC30A4 SLC6A13 SMAP2 SNN SOX5 SPICE1 SPP1 SSH3 ST3GAL1 SYNE1 TAGLN2 TCAF2 TDRP TEC TEX13A TGFBR3 THEMIS TMEM229B TMEM71 TMEM72 TMEM9B TMIE TRIM40 TRIM69 TRPV4 TSPYL4 TXNL4B UBALD1 UBE2J1 VIPR1 VWCE WDR13 WFIKKN2 XKRX ZFP14 ZHX3 ZNF764 GSE7460_TCONV_VS_TREG_THYMUS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7460_TCONV_VS_TREG_THYMUS_DN ACOT7 ACTR3B ADAM19 AHCYL2 AHR AK3 ANKRD2 ARHGAP20 ARL5A ARL6 ATOSB ATXN1 BCL2A1 BCL2L15 BHLHE40 BLTP3A CA5B CAPSL CASP4 CCL5 CCR6 CD38 CD40 CD83 CEBPB CHCHD10 CHCHD7 CHST11 CHSY3 CISH CNDP2 CORO2A CRIM1 CRLS1 CSRP2 CTLA4 CXCR3 CXCR6 CYP4V2 DGAT2 DUSP4 DUSP5 EBI3 EID2 ELK3 EOMES FAM162A FCGR2B FGL2 FOSL2 FOXP3 GABARAPL1 GADD45G GBP4 GCH1 GMCL1 GPR15 GSTO1 GZMB HEMK1 HLA-B HSP90AA1 ICOS IFNGR1 IGSF3 IKZF2 IKZF3 IKZF4 IL10RB IL18R1 IL1R2 IL2RA IL2RB IRAK1BP1 ITGAE ITGB1 ITGB8 KCNK1 KIAA0319 KIF5C KLF9 KLRG1 LCLAT1 LGALS3 LIMA1 LTB4R LYPLAL1 MAF MAP3K8 MAPRE2 MCUB MDFIC MED7 MEIS3 METTL6 MGAT5 MIF4GD MRPS24 MTMR3 MXD1 MYADM MYO1D MYO1E MYO3B NAF1 NCF4 NCKAP1 NEFH NFXL1 NIBAN1 NKG7 NOTCH2 NRP1 NRP2 NTN1 NTN4 NXPE4 OAS1 ODC1 OSBPL3 PCTP PCYOX1L PDZK1IP1 PEAK1 PECR PENK PGLYRP1 PHLPP1 PIK3R2 PIM1 PLA2G4F PLAAT3 PLAGL1 PLCB3 PLPP1 PLSCR1 PNP PPP1R37 PRDM1 PRKAG2 PRKRA PRNP PRR13 PSEN2 PTER PTGER2 PTGER4 PTPN9 PTPRS PUS7 PVT1 PXDC1 RAB8B RAPSN RBIS REEP3 RGS1 RGS16 RLBP1 RNF135 RNF216 RNPEP RRAS RSPH3 S100A10 S100A11 S100A4 S100A6 SEMA6D SH3BGRL2 SLC14A1 SLC22A2 SNX10 SNX3 SOCS2 SRGN STARD4 STX11 SUB1 TAF11 TENT5A TGIF1 TMEM140 TMEM176B TNFRSF1B TNFRSF4 TNFRSF9 TNFSF11 TNFSF14 TNFSF8 TSPAN13 TTC28 TTLL9 TTN USP11 USP27X VAV2 WLS ZNF229 ZNRF4 GSE7460_TCONV_VS_TREG_THYMUS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7460_TCONV_VS_TREG_THYMUS_UP AAK1 ABHD14B ABTB3 ACAP1 ACP3 ACVR1B ACVRL1 ADCY7 ADCYAP1R1 AK1 AKAP6 ALDH1A1 ANKRD11 ANKRD13D ANXA6 AP3D1 AP4E1 APBB3 APOL2 ARHGAP22 ARHGAP29 ARHGDIB ARHGEF11 ARL4C ARL5B ATP6V0A2 BCAN C1orf21 C21orf62 CAP2 CAPNS2 CCDC71L CD207 CD47 CDO1 CDYL2 CEP97 CHD7 CHST15 CNGA1 CNOT3 COMMD9 CPA4 CPM CSRNP2 CST9L CTDSP2 CYP2S1 CYP3A4 CYP4X1 DAB2 DMTF1 DUSP6 DYRK2 EEIG1 EGLN2 EGR1 EIF2AK3 ELK1 ELOVL7 ENC1 EPB41 ERICH3 EVI2B EXPH5 EZH1 FADS3 FAM120AOS FAM78A FBLIM1 FBXO9 FRAT2 FZD6 GGT1 GPR137B GPR18 GPRC5B GRK6 GRM7 GUCD1 GZMH HOXA2 HP1BP3 IL1RL2 INPP5B IRGQ ITGB3 KBTBD7 KCNB1 KCNMB4 KL KREMEN1 KRTAP4-6 LPAR6 LRRC8A LYPD6B LYST METTL9 MFSD3 MFSD8 MINK1 MITF MLLT11 MTUS2 MYLIP NAP1L4 NEURL1B NFE2L2 NPC2 NRAS NSF NSG2 NXF1 ODAM OSBPL9 OTUD1 OVGP1 P2RX4 P4HA2 PAM PDE3B PDLIM4 PEX12 PIGK PIK3IP1 PIP4K2A PITPNC1 PKHD1L1 PPP1R13B PTPN6 PXK QSOX1 RAP2C RAPGEF4 RCBTB2 RFLNB RHOT2 RIGI RNASE6 RPH3AL RREB1 SATB1 SCML4 SEC16B SETD4 SGK1 SGMS1 SIDT2 SIKE1 SLC12A7 SLC16A5 SLC20A1 SLC22A12 SLC30A1 SLC35C1 SLC35E2B SLC39A14 SLC6A4 SLC9A6 SLCO3A1 SOS1 SPTBN1 ST8SIA1 STEEP1 SYN1 TACC2 TANC1 TAPT1 TDRP TERF1 TET1 THEMIS TIMP2 TINAGL1 TLR6 TMEM170B TMEM35A TMEM59 TMEM63A TNFRSF1A TRAM1 TRIM56 TSPAN10 TSPAN14 TTC7B UBE2D1 USP12 VAMP1 VCAN VIPR1 WNT1 XKRX ZBTB33 ZCCHC12 ZFP36 ZHX3 ZNF14 ZNF483 ZNF512B ZNRF3 GSE7460_TREG_VS_TCONV_ACT_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7460_TREG_VS_TCONV_ACT_DN ACP5 ACSS2 ADCY6 AEBP1 AGAP2 AGT AIRE AKT2 ALDH5A1 ALKBH3 AP2A1 APP APPL2 ASPSCR1 AUH B3GNT9 BCORL1 BEX1 BHLHE41 BORCS6 BPIFA1 BTN1A1 C1orf21 CACNA1G CAMK2G CAPZA3 CATSPERG CCDC175 CCDC25 CDYL2 CEP164 CFAP418 CFAP43 CLEC4E CNGA1 CNST COL15A1 COL17A1 CTNND2 CYB5R1 CYSLTR1 DAP DAPL1 DCP2 DENND11 DHCR7 DIO1 DNAJB2 DPH5 DSE EEF2 ELAVL3 EMB EPHA6 EVI2A EXOSC6 FBXO10 FCAMR FNDC11 FOCAD FPGS FPR3 GDF2 GPR35 GTF2I GUCY2D HECTD4 HOXC13 HOXD11 HPCAL1 HS3ST3B1 HSDL1 IL1RL2 IL4 IQCF5 IRAG2 ITGB3 ITK KCNK1 KCTD21 KIF3A KIFC3 KLHL25 LIX1 MAN1C1 MCCC2 MCM3AP MCOLN2 MCTP2 MERTK METTL9 MFAP2 MGAT5B MGLL MIA2 MISFA MOB3B MSX1 MTA1 MTARC1 MYO10 MZB1 NECAB3 NIPA1 NME6 NPAS3 NTAN1 OGDH OPN3 OTULIN PACRG PDE3B PDXK PGBD5 PIK3R5 PIM2 PLXNB3 PMFBP1 PMVK POLRMT PPOX PRG3 PROX2 PRSS37 PRSS54 PTPN22 PXDC1 PXMP4 RACK1 RASGRF2 RASL12 RBFA RGS5 RHOBTB2 RNASE2 RNF150 RNF157 RNF208 RPLP0 RRP12 SCGN SEC16A SEC24C SEPTIN6 SH2D5 SHISA4 SIGLEC10 SIPA1L1 SLC16A7 SLC25A51 SLC30A4 SLC30A7 SLC46A3 SLC52A3 SLC9B1 SLCO3A1 SLPI SMAD6 SPEF1 SPHK2 SPOCK2 SPRN SSPN ST6GALNAC2 STPG1 STRC SUSD1 TBL1X TDRD12 TECR TEX9 TFR2 TGFBR2 THEMIS TMEM121 TMEM170A TMEM186 TMEM229B TNFRSF1A TNNT1 TRIM6 TSPAN5 TSPYL2 TTI2 TTLL12 UGT3A2 UNC119B USF2 VARS2 VPS26B VWA3A VWA8 WASHC4 WDSUB1 WSCD1 ZCWPW2 ZDHHC9 GSE7460_TREG_VS_TCONV_ACT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7460_TREG_VS_TCONV_ACT_UP ACOT9 ACTA1 ADAMTS6 AKAP7 ALKBH6 ANKRD13C APIP ARHGAP20 ARHGAP22 ARMCX5 ATG10 ATL3 ATP11A BCL2L1 BECN1 C1QTNF12 C3orf80 C6orf136 C9orf64 CALN1 CD274 CD38 CD48 CD69 CDC73 CDKL2 CENPM CEP162 CEP290 CERK CERS6 CFTR CHORDC1 CHUK CIB1 CLDND1 CNKSR3 COL1A2 CPD CSGALNACT2 CST11 CTLA4 CTNNA1 DDX5 DIDO1 DNAH7 DNAJA4 DUSP4 DUSP5 DYNLL1 EFNA5 EGR1 ERBIN ESS2 FAAP24 FAIM FAM135A FAM174A FAM241A FES FHL2 FNBP1L FOXP3 GBP2 GBP4 GBP7 GEM GGH GLIPR1L1 GMCL1 GOLM2 GOSR1 GPBP1 GPHN GPR15 GPR83 HIPK2 HMGN3 ICAM1 IFT80 IFTAP IKZF2 IKZF3 IKZF4 IL33 IRAK1BP1 ITGA6 ITGAE JADE1 KLHL15 KLHL2 KRAS LMO7 LRIG1 LRRC57 LRRC61 LRRC8D LYN MAF MARCHF5 MCUB MIR22HG MMAA MPRIP MSRB3 MTERF1 MXD1 MYADM MYB MYL9 MYO3B N4BP2 NABP1 NCF1 NCF4 NCMAP NDUFA4 NFKBIZ NIBAN2 NIPAL1 NT5E OR4C3 PCDH15 PDCD1LG2 PHIP PHTF2 PIAS3 PIGX PLAGL1 PLEKHA3 PLSCR1 PMEPA1 POFUT1 PON3 PPIG PPM1L PPP1R3F PRDM2 PRICKLE3 PROS1 PTAR1 RAB11FIP2 RABGAP1L RANBP6 RB1 REEP3 RGS1 RHOH RUNX2 SAR1B SCIN SDC4 SEC24A SFR1 SGIP1 SIPA1L2 SKIL SLC14A1 SLC15A3 SLC30A2 SLC35D1 SLC44A1 SLC7A7 SLC9A5 SNAP23 SNX16 SOWAHC SPSB1 STAT1 STIM2 STK32A STX11 SUCO TAB2 TAFA3 TANK TEAD1 TGFBR1 TIAM1 TMED3 TNFAIP3 TNFRSF18 TNFRSF4 TNFSF10 TOX TRAPPC2 TRMO TTC30B TUBB2B TUBGCP4 UBE2L6 UBLCP1 UMAD1 UNC13D WNT3 YOD1 ZBTB18 ZFP36L1 ZFYVE16 ZNF474 GSE7460_TREG_VS_TCONV_ACT_WITH_TGFB_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7460_TREG_VS_TCONV_ACT_WITH_TGFB_DN ABHD15 ABI3 ACD ACP5 ACSS2 ACTR3B ADCK5 ADIPOR2 AGT AKR7A2 ANGPTL4 ANGPTL8 ANXA1 APOBR APPL2 ARHGAP26 ARHGEF10 ARL4C ARL5A B3GALNT2 BCKDHA BLOC1S6 C21orf58 CAPN10 CARD11 CCDC150 CCDC169 CCDC17 CD2 CD276 CEND1 CFAP157 CHD7 CHID1 CLDN15 COQ3 CORO6 CRADD CREB3L4 CTSA CTSD CYB561D1 DAP DAPK3 DAPL1 DENND1A DENND3 DKKL1 DNAAF4 DNAJB2 EBI3 EEF1G EEIG1 EIF4H EME2 ENC1 ENGASE ENSG00000267882 FAM78A FAM98C FASN FASTK FERMT3 GATD3 GCM2 GIMAP1 GLMP GPAT2 GPR18 GPR20 GSTT2 H19 HCST HDAC4 HLA-DOA HMGCL HPCAL1 HRCT1 HS3ST3B1 HS3ST4 HVCN1 IKBKB INKA1 INSIG1 INTS5 ITCH KCNN4 KEAP1 KHK KLK8 LARGE1 LDLR LEF1 LINC01160 LPP MAN2A2 MFHAS1 MGAT3 MGLL MIIP MORC1 MPND MRPL33 MRPL4 MTMR14 MTUS1 MVD MYL10 MYO10 MYRIP NAPA NDUFA9 NEB NEDD4L NEURL4 NOL12 NTRK3 NUB1 NUDT18 ODR4 OGFR OSBPL2 OXCT1 P2RX7 PAQR7 PARD6A PCYT2 PDLIM4 PFN3 PGGT1B PGM5 PHF10 PLD3 PLIN3 PMM2 PNMA8A POR PPIC PRKCSH PRM2 RAD52 RBM38 RDH5 REG1A RHBDF2 RHOD RPL19 RPL3 RPL7A RPLP0 RPS3A RPS8 RPSA RRAD RTF2 RUNDC3A SEMA4A SERTAD1 SH2D1A SH3GL1 SIGIRR SIRT7 SNX32 SPATA46 SQSTM1 SSTR3 ST3GAL1 ST6GALNAC5 ST8SIA5 SURF4 TBC1D21 TBC1D22A TECPR1 TIMP4 TM7SF2 TMEM219 TMEM229B TMEM273 TMEM71 TMEM94 TNNT1 TPST2 TRABD TRAF3IP2 TSTD1 UBXN11 UBXN6 UCK2 UNC45A VPS26C VWA8 WDFY1 ZBTB17 ZBTB7B ZDHHC18 ZFP64 ZFYVE21 ZNF341 ZNF526 ZNF787 GSE7460_TREG_VS_TCONV_ACT_WITH_TGFB_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7460_TREG_VS_TCONV_ACT_WITH_TGFB_UP AATK ACY3 ADARB2 AGPAT4 AIRN ALDH18A1 ALMS1 ALOX15 AMZ1 ANGPTL1 ARHGAP20 ARMCX2 ATP6V0E2 AXDND1 BCAS1 BRINP3 BTBD8 C1QL3 C3orf70 CACNG5 CAGE1 CBX3 CCNO CCR6 CD200 CD38 CDH26 CDKN2A CILK1 CLDN12 CLVS2 CNR1 COL7A1 CPD CRIP2 CYBRD1 CYTH3 DCST2 DHDH DLG3 DMD DNAH5 DNAJC12 DNPH1 DYNLL1 DYNLT2 ECEL1 ECM1 EGR2 EHBP1 ENSG00000286190 FABP1 FAM110C FAM131A FAR1 FBXO30 FGF13 FMNL2 FNBP1L FRMD4A FRMD6 FRRS1L FTX GBP4 GCA GDA GGH GMCL1 GNB4 GNB5 GPR15 GPR155 GPR62 GPR85 GSAP GUCY1B1 HAPLN1 HOOK1 HSD3B7 HSPA4L HTR1F HTR5A IFI44 IFT80 IGF1R IGF2R IGLL1 IKZF2 IKZF4 IL1RL1 IL7 ILF2 IRF6 KCNMB4 KIF5C KIT KRT13 KRT24 LAPTM4A LAYN LNPK LRRC75A LRRC8D LRRCC1 LYSMD2 MACROH2A2 MARCKS MBNL3 MCUB MEGF9 MEIS2 METTL8 MREG MS4A1 MYO3B NDFIP2 NDRG4 NIBAN1 NR2E3 NT5DC3 NTN4 OSR2 PACSIN1 PARP8 PCDH11X PFN2 PHIP PHLDB2 PLA2G2D PLA2G4F PPM1B PPM1L PPP1R21 PRG4 PRKAG2 PRL PRUNE1 RAB3IP RB1 REEP5 REL RGS12 RGS16 RHCG RIMKLA RNF182 ROBO1 RPS6KB1 RRAGD SEMA5A SERPINE2 SET SHTN1 SKAP2 SLC12A2 SLC18B1 SLC22A9 SLC27A2 SLC27A5 SLC5A3 SLC7A10 SLIT2 SNAI2 SOWAHC SOX3 SPAG17 SPATA24 SPIN4 SPNS2 STON1 SVIP SWAP70 TATDN2 TBC1D2B TBC1D4 TBX21 TDGF1 TEX55 TGFBR1 TIAM1 TMEM202 TMEM65 TMTC3 TPH1 TSPAN6 TSPAN8 TTC9C TUBB2B VAV2 VEZT VSIG4 WEE1 XDH YPEL2 ZC2HC1A ZCCHC8 ZFP41 ZNF365 ZNF420 GSE7460_WT_VS_FOXP3_HET_ACT_TCONV_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7460_WT_VS_FOXP3_HET_ACT_TCONV_DN ABI3 ACP2 ADAM8 ADORA2B AGFG1 AHCTF1 AHR AK7 ALG2 ANKRD13C ANXA3 AOPEP AP4S1 APIP APOOL ARID3A ARL4A ASB2 ATXN3 BMI1 BMPR1A C1GALT1C1 C9orf64 CCDC66 CCT4 CD38 CDC123 CDC73 CDKL2 CEP162 CEP290 CEP78 CHORDC1 CHPT1 CHST11 CMTM2 COPS6 COQ9 CST7 CXCR3 DCLK2 DCST1 DCUN1D5 DEPDC7 DLG3 DNAJB6 DNAJC18 DRD1 DROSHA DSG2 DUSP5 EBF4 EED EIF2AK2 EIF3J EIF4G2 EPHX4 ETFB F2R F2RL2 FNDC3B FRMD4B FXR1 GCNT7 GEM GHITM GLIPR1L1 GLMN GLRX GNAZ GNPTAB GPR65 GZMA HORMAD2 HSDL2 IFT43 IGF2BP3 IGHG1 IL12RB1 IRGM JMJD4 KCNG4 KCTD11 KRAS KSR1 KYAT3 LAMP2 LGALS3 LPGAT1 LRP10 LYPLAL1 MAD2L1BP MAD2L2 MAF MAP4K1 MATN2 MCCC1 MED27 MED30 MGAT2 MLEC MLKL MOSMO MPP7 MRPL35 MTFMT MTIF2 NABP1 NCS1 NEDD4 NHERF4 NMT1 NPR1 NPY5R NSMCE2 NT5M NUDT21 ORC4 PARL PCBP2 PEX2 PEX5L PIH1D2 PLEKHA3 PLIN2 PLSCR1 PLXDC2 POMGNT1 PPP2CA PPP2R3C PPWD1 PSMA2 PSMC5 PSMD6 PSME1 PTAR1 PTPN11 PTPN13 PUS3 RAB6A RAD1 RANBP6 RGP1 RMDN2 RNF19B RPS6KA6 RYK SAMD1 SDHAF2 SEC61G SEC63 SERTM1 SFPQ SLC25A53 SLC39A4 SLC7A6 SLCO3A1 SMIM3 SOAT2 SRA1 STK38L STRA8 STXBP4 SUCLA2 SUGT1 SUSD3 TAF12 TAF2 TDRKH TM9SF4 TMCO1 TMED3 TMEM165 TMEM167A TMEM168 TMEM62 TMEM88B TNFSF10 TRMT11 TTC39C UBE2E3 UBE3C UBXN2A UCHL3 UMAD1 USP42 USP47 VMP1 WSB2 YME1L1 ZBTB37 ZCCHC18 ZDHHC5 ZFTA ZMIZ2 ZMYM4 ZNF131 ZNF428 ZSWIM7 GSE7460_WT_VS_FOXP3_HET_ACT_TCONV_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7460_WT_VS_FOXP3_HET_ACT_TCONV_UP ABHD8 ACAA2 ACAP1 ACSS2 ADAM2 ADAMTSL3 ADGRL1 ADPGK AEBP1 AFF1 AGAP2 ALDH6A1 ANKRD16 ANKRD50 ANTKMT AP5S1 APOBEC1 APPL2 ARHGAP15 ARHGAP29 ARIH2 ARL4C ATP2B1 ATP2C2 ATPAF1 BCL2L11 BPHL BRK1 BTD BTLA C12orf57 CACNA2D2 CACNB1 CAMK2B CAMTA1 CCDC88C CCR7 CD151 CDON CEP164 CHST6 CLN3 CREG1 CTBP1 CTNND2 CTXN1 CYP19A1 CYP39A1 CYTH2 DAPL1 DGKZ DGLUCY DHX34 DUSP11 DUSP7 E4F1 ECE1 EEF2 ELF2 ELOVL7 EML3 EMP1 EMP3 EPHX1 ERBB3 ERCC4 ESR1 ETHE1 FAM81A FGF13 FHIP2A FOS FOXD2 FRY FSCN3 GADL1 GCH1 GDAP1 GNAL GOLM1 GPR146 GRAMD4 GRID2 GRPR HAVCR1 HMBOX1 HPCAL1 HSBP1 ICAM2 IFT80 IL18R1 IQCF5 IRAG1 ITPRIP KANSL1 KCTD21 KDM5A KDM7A KIAA0930 KIZ LEF1 LMOD3 LRCH1 MBOAT4 MED1 METTL8 MID1IP1 MKNK1 MOB3B MYSM1 NAAA NECTIN2 NEIL1 NLRP10 NR1D2 NRP1 NUDT14 OAZ2 P2RX4 PARD6G PDE5A PDLIM4 PEA15 PGM2L1 PHKG2 PIAS1 PLEC PLEKHG2 PLOD1 POLL PPM1L PRKAB1 PROX2 PRXL2C PTTG1IP PXMP4 QPRT RABGAP1L RAMP1 RBM33 REN RFLNB RFX3 RHOG RPS6KA2 RYR2 S100A6 SEC16A SENP7 SFSWAP SFT2D1 SFT2D2 SHE SHISA4 SLC12A7 SLC17A9 SLC22A4 SLC2A9 SLC30A4 SLC30A7 SLC39A3 SLC5A12 SLPI SMAD4 SNN SPEF1 SPOCK2 SPOPL SPRN SPRY1 SQOR SRCAP SRPK2 SSH2 STAMBPL1 STK11IP STRC SYNE2 SYTL1 TANC1 TBC1D32 TCF20 TMC8 TOX TPRA1 TRAT1 TSPAN17 TSPO TWF2 URI1 USF2 USP6NL VPS39 WDSUB1 WIPI2 ZBTB20 ZER1 ZFAND2B ZNF212 GSE7460_WT_VS_FOXP3_HET_ACT_WITH_TGFB_TCONV_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7460_WT_VS_FOXP3_HET_ACT_WITH_TGFB_TCONV_DN ABCA5 ABHD6 ACOT9 AHRR ALCAM ALKBH2 ALMS1 ANKRD26 ANXA3 AOPEP AP1S1 APRT ARFGEF3 ARHGAP6 ARID3A ATF6B ATP6V1C2 BARD1 BASP1 BCL2A1 BLTP3A BMPR2 C11orf54 C19orf44 C1S C6orf136 CASP3 CBX3 CCL19 CCNB1IP1 CCNO CD200 CD38 CDC37L1 CDCA5 CELSR2 CHORDC1 CHST11 COPRS COPS6 CPD CRYAB CTSV CXCR3 CYP20A1 CYSLTR1 DLG3 DLGAP3 DNAJC15 DNAJC9 DOCK7 DSG2 DSP DYNLL2 ECEL1 EID2 EIF4ENIF1 ELL2 FASLG FBLN2 FBXO30 FBXO42 FCRL1 FERD3L FMNL2 FRMD4A GABARAPL1 GDA GDF5 GGH GHITM H19 HAX1 HIC1 HMGN3 HOOK1 HSDL2 HSPA4L ICAM4 IFRD2 IGF2BP3 IGKC IGLC7 IKZF3 IL10 IL15RA IL17A IL4 ITPR1 ITPRIPL2 KATNAL1 KCTD11 KIT KLHL40 LAMA4 LGR4 LPIN3 LTK MARCKS MDH2 MED7 MEGF9 MESP2 METTL6 MMD MMP2 MRPL14 MRPS31 MTERF4 MTHFS MYOM1 NANOS1 NEK6 NEU3 NLRX1 NUDCD2 PAGR1 PDE12 PDLIM7 PENK PERP PFKFB1 PFN2 PGLYRP1 PHF10 PKIG PLAAT3 PLAC8 PLCB4 PLEKHM3 PLIN2 PLSCR1 POMP PPP1R27 PPWD1 PRXL2A PSMG4 PTAR1 RABL2A RBM19 RFX2 RIF1 RIOX1 RNASE4 RNF208 RPS6KA6 RSPH1 RUNX3 RYK SAMD4A SART3 SCAMP1 SCARNA13 SEC14L1 SEC61B SEMA5B SET SHTN1 SKAP2 SLC16A10 SLC25A53 SLC30A2 SLIT3 SNW1 SORBS3 STARD6 SUGT1 SUOX SVIP SWAP70 TATDN2 TBC1D25 TBC1D4 TGFB2 TGFBR1 TIGD2 TMBIM1 TMEM130 TMEM14C TMEM208 TNFSF10 TNFSF11 TOR1AIP2 TRAPPC2B TSGA10 TSPAN4 TTC39C TTC9C VARS2 VCPIP1 VPS29 WDR18 ZC2HC1A ZCCHC3 ZMYND15 ZNF229 ZNF239 ZNF473 ZNF516 GSE7460_WT_VS_FOXP3_HET_ACT_WITH_TGFB_TCONV_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7460_WT_VS_FOXP3_HET_ACT_WITH_TGFB_TCONV_UP AADAT AAMDC ACCS ACVR1B ADAD1 ADGRB2 ADGRE5 ALDH5A1 ALS2CL AMOT AMPD3 ANO10 ANXA5 AP2A2 APC AR ARHGEF10 ARHGEF3 ARL4C ASS1 ATP10D ATP11B ATP13A2 BTLA C19orf38 C1QB C5orf34 C5orf63 CCDC88C CCNL2 CCSER2 CD40 CD6 CDKN2D CDON CFTR CLCN4 CLN6 CPEB2 CYP19A1 DAP DAPL1 DLG1 DOCK4 DUSP11 E4F1 ENDOV ESR1 FAM117B FAM3A FAM98C FASTK FBXO4 FHIP2A FKBP15 FLNA FMO5 FOS FOXJ2 FOXN3 FRAT2 FRMD6 GARRE1 GATA3 GCM2 GGACT GSAP HAL HECTD4 HLA-DMB HLA-DOB HMGXB3 HS3ST3B1 IFITM2 IFITM5 IGFBP4 IKBKB IKBKE IL17RA INSIG1 ITPRIP ITSN1 KBTBD11 KCMF1 KCTD10 KIAA0040 KIF1B KLF7 KMT2E KRTAP4-12 LAPTM4A LARGE1 LAT LDLR LEF1 LEFTY2 LEMD2 LHFPL3 LIMD1 MAPK11 MCMBP MFGE8 MFSD2B MGST2 MID1 MLLT3 MPND MPZL3 MSS51 MVD MYO10 NCBP3 NFIA NFIX NIM1K PACS2 PARD6G PARM1 PCED1B PCNX1 PCYT2 PDLIM4 PGAP6 PITPNC1 PODXL POLM PPP1R15A PRRC2B PTGIR PTGS2 RASA3 RASSF2 RASSF3 RBM33 RGMB RLF RTF1 S1PR1 SEMA4A SFSWAP SH3PXD2A SHE SLC12A7 SLC30A10 SLC30A7 SMAD4 SMAD7 SMIM5 SMOX SPPL3 SPRY1 SQOR ST3GAL1 ST6GAL1 STAC3 STAMBPL1 SUN1 SYCP2L SYK SYTL2 TAFA2 TANC1 TAOK3 TBC1D17 TCF4 TEF TET1 THBS1 THRA THRAP3 TIAL1 TMC8 TMEM94 TRAT1 TREML2 TREX1 TRIB2 TRIM56 TSPOAP1 TTC21B UBN2 UBXN11 UBXN6 UGGT2 USF2 USH1C VAMP2 VAV3 WLS ZBTB20 ZBTB7B ZC3H11A ZFP36 ZIC4 ZMYM5 ZNF217 ZNF503 ZNF668 ZYG11B ZZEF1 GSE7509_DC_VS_MONOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7509_DC_VS_MONOCYTE_DN ABCG1 ABHD16A ACAA1 ACOD1 ACP2 ACP5 ACSL1 ADA AGPAT5 AGRN ALDOA ALDOAP2 ANXA2 AQP1 AQP9 ATF4 AUP1 C1orf52 C3 CA6 CASP4 CBLN1 CBR3 CCN5 CCR6 CCRL2 CD14 CD302 CD47 CEBPG CFAP68 CLCN5 CLCNKB CLEC4E CLIC4 CMPK2 COASY CPT1A CR1L CRYBG1 CSNK2A1 CXCL10 CXCL3 CYB5A CYBB DMTN DNAAF10 ECI2 ENO1 EPB41L4A ETS2 EZR F10 FCGR1A FGR FIGNL1 FKBP1B FLOT2 FPR1 FPR2 FSTL3 GALNT1 GBP2 GCLM GHRL GIMAP4 GLRX GMFG GORASP2 GPR137B GSTA3 GUCD1 HCK HLA-DQA1 HLA-DRB1 HP HTRA3 HUS1 IER2 IFI35 IFIH1 IFIT3 INHBA INPP4A IRGM KCNJ3 KIAA2013 KLF2 KLF3 KLF4 KLF7 KRTCAP2 LGALS3BP LIN9 LPCAT3 LY6E MAGOH MAIP1 MARCO MARVELD1 MOB1B MS4A1 MTDH MX2 NAB1 NCK1 NEFM NEUROG3 NFKBIA NOTCH4 NPL NR1H3 NUDT3 NUP35 NUPR1 OLR1 OR2H1 ORC5 PCDHA11 PDIA3 PDIA5 PLAA PMP22 PNP PPP2R5D PRDX1 PRELID1 PROCR PRPF38A PRPF4B PSEN1 PSMB9 PSME2 PTGES PTGIR PWP1 RAB33B RAF1 RANBP1 RAP1GAP RARG RBM10 RGCC RGS14 RHO RHOA RHOB RNASET2 RWDD4 S100A8 SAA1 SAYSD1 SDHAF1 SEC14L2 SEMA4D SHISA5 SLC25A14 SLC7A11 SLC7A7 SLFN12 SLPI SMPD1 SNRNP40 SNX10 SNX13 SOD2 SPCS1 SPI1 SRSF6 SRXN1 STAB1 STAT1 STX8 SUZ12 TANC1 TAP1 TBP THOC3 TK2 TM9SF1 TMEM50B TNF TNFRSF1B TPM3 TPST1 TRAF1 TSC22D4 TSEN34 TSKU TSPO TXN TXN2 U2AF1L4 USP18 XBP1 ZBED3 ZNF688 ZNF865 ZNFX1 ZNHIT1 GSE7509_DC_VS_MONOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7509_DC_VS_MONOCYTE_UP ABCB4 ACTG1 ACTG2 ADAM8 ADSS1 AKR1A1 ALAS1 ANGPTL2 ANP32A ANTKMT ANTXR2 ANXA1 ANXA5 APOBEC1 APOE ARID1A ARL8B ATF3 ATG13 ATP5IF1 ATP7A B4GALT6 BLNK C1QA C1QB C1QC C3AR1 CADM1 CBX3 CCR5 CCT3 CD28 CD5L CD63 CD68 CDC16 CDK18 CDKN1C CDT1 CEBPZ CHCHD3 CILP2 CLEC4D CLTA CNIH1 CNN2 CNN3 COL4A1 CORO1B CPSF7 CREG1 CRTAP CSF1 CSF2RB CST3 CTDSP2 CTSB CTSD CTSH CYP1B1 DAB2 DAGLB DAP DCN DCTN6 DHRS1 DNASE1L1 EBP EIF3L ENTPD1 EVL FABP5 FAM50A FDPS FOLR2 FOXO3 FTSJ3 GABARAPL1 GBF1 GJA1 GLB1 GM2A GNAS GSN GSTM5 GSTZ1 GTF2B GYG1 H1-2 HACD3 HBEGF HEXA HFE HGSNAT HSD17B11 HTRA1 IGF1 IL6ST IL7R ING4 ITGAX ITGB5 JKAMP KDELR1 KIAA0319L KIAA0930 KPNA6 KPNB1 LANCL1 LAS1L LGALS1 LGALS3 LITAF LPIN1 LPL LSM4 LSS LTA4H LY86 MESD MFGE8 MGST1 MINDY1 MKNK2 MMP12 MORF4L2 MRPL45 MRPS12 NBR1 NDUFA3 NDUFA5 NES NICN1 NKAIN1 NT5DC3 OSBPL5 PAGR1 PARP2 PCCB PDXK PER1 PES1 PHLDB2 PI4K2A PITHD1 PITPNC1 PLBD1 PLCB1 PLIN2 PLPBP PLTP POLR2A POR PPA1 PSAP PSMB1 PSMD6 PTGIS PTGS1 PTK2B PTPRA RAB34 RGS2 RPL3 RPL37A RPL5 RPL6 RPS6KA2 RTTN S100A1 SESN1 SMIM14 SPP1 SPPL3 SPSB1 SPSB2 SRSF7 ST6GALNAC4 STX4 TAF1D TCEAL9 TEC THBD TIMP3 TM2D2 TMED3 TMEM106C TMEM109 TRAPPC3 TRIAP1 TSC2 TSPAN4 TUBB2A TWSG1 TXNDC16 UBAP1 UTP3 UVRAG WBP1L ZDHHC14 GSE7509_DC_VS_MONOCYTE_WITH_FCGRIIB_STIM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7509_DC_VS_MONOCYTE_WITH_FCGRIIB_STIM_DN ABL2 ABTB2 ACSL1 ADAR ADM ADPRH AKR1C4 AMD1 ANKS1A APOBEC3G ARAP2 ARF6 ARHGAP25 ARID5A ASCL2 ATF3 ATF6 ATG12 AXL B4GALT5 BAK1 BARD1 BAZ1A BIRC2 BLTP1 BMPR2 BRCA2 BST2 C2orf27A CACNA1A CASP10 CCL13 CCL2 CCL7 CCL8 CCR1 CCSER2 CD2AP CD86 CDK17 CEACAM1 CGGBP1 CHSY1 CKAP4 CLDND1 CMTR1 CNTN1 CSTF3 CTNS CXCL11 CXCL9 DACH1 DHX15 DHX34 DIO3 DNAJA1 DRAP1 DUSP6 DYNLT1 EED EIF4G3 ELF4 ENPP2 ETV6 EVPL FAS FBXO7 FPR2 FUT4 FZD2 GCA GRIK2 GTF2B H3-3B HCK HEG1 HIRA HIVEP2 IFI35 IFI44 IFI44L IFIT1 IFIT2 IFIT3 IFITM1 IFITM3 IGF2BP3 IL6 IL7 IRF7 IRF9 ISG15 ISG20 KBTBD2 KRT76 LAG3 LAMP3 LCP2 LGALS9 LIG4 LILRB1 LMNB1 LMO2 LRRC42 LYN MACF1 MALT1 MEIS3P1 MFN1 MTMR6 MX1 MX2 MYL12A MYO1B N4BP1 NAMPT NAPA NASP NDRG2 NECTIN2 NRIP1 NUP62 OAS1 OAS2 OASL P2RY6 PLN PLSCR1 PPFIBP1 PPP2R2A PPP3CC PPP4R1 PSMA4 PTPN2 RAB14 RABGAP1L RALB RASGRF1 RBBP6 RBCK1 RBM34 RBMS1 RBPJ RERE RGL1 RIF1 RIN2 RIPK1 RNF144A RNF19B RSAD2 RTCB RUBCN S100G SASH1 SBNO2 SERPINB1 SETD1B SFT2D2 SLC10A1 SLC31A2 SMAD3 SOCS1 SP100 SP110 SRGAP2 SRSF4 SSB SSTR2 ST3GAL5 STAT2 STBD1 STIMATE STK17B STRN TDRD7 TENT4A TGM1 THEMIS2 TLK2 TNFRSF1A TOP1 TOR1B TRAFD1 TRIM14 TRIM21 TRIM25 TRIM38 TWF1 UBE2S USPL1 XAF1 XIAP ZC3HAV1 ZFP36 ZNF200 ZNF207 GSE7509_DC_VS_MONOCYTE_WITH_FCGRIIB_STIM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7509_DC_VS_MONOCYTE_WITH_FCGRIIB_STIM_UP AASDHPPT ACP1 ACSM3 AKAP10 AKR7A2 ALDH3B1 ALDH9A1 ALG8 ANP32B API5 AQR ARAP1 ARHGAP29 ARHGAP35 ARHGAP45 ARID3A ATG2A ATP2A3 ATXN7L3B BLCAP BRD8 BTG1 BTG2 C2CD2 CALCOCO1 CBX5 CCDC93 CCNG2 CCNH CD81 CEBPA CEBPG CIAPIN1 CREBL2 CTDSP2 CXCL2 CXCL3 CXCR4 CYB561D2 CYB5R1 DAP3 DBP DCAF1 DDIT4 DHX29 DNAJC16 DOK1 DPH2 DUSP10 EHMT2 EPRS1 EZH1 FAM13A FAM216A FAM50B FAM53B FARSA FES FMNL1 FOXO4 FRAT2 FZD1 GATA6 GCSH GLB1 GLT8D1 GNA11 GOLGA1 H1-10 HAGH HMBS HMGB2 HMGN1 HNRNPA0 IDS IFFO1 IFNGR1 ITPR1 KHDC4 KLF7 KLHL21 LIMK1 LRPPRC LUC7L3 MAEA MAN2A2 MAP2K1 MAP3K14 MAPK14 MAPKAP1 MAPKAPK5 MARF1 MAST3 MBD4 MCAT MDH1 MEGF9 METAP1 MMS19 MNT MOGS MRFAP1L1 MXD4 MYBPC3 MYCL NARS1 NAT9 NCAPD2 NCOR2 NDUFB7 NPRL2 OSMR OXA1L PARK7 PATZ1 PAWR PCGF1 PDCD6 PDHB PFAS PIGC PLXND1 POLR3C POLRMT PPIE PPP1CC PPP1R7 PRCC PTGS1 PTP4A2 PURA RALBP1 RASSF2 REEP5 RGS2 RMND5A RNF113A RNF44 RNMT RPP40 RPRD2 RSBN1 RUVBL2 RXRA RYBP SAP30 SCARB1 SELENOW SET SF3A1 SGSM3 SIPA1L3 SIRPA SLC16A6 SLF2 SMARCC1 SMARCC2 SNAPC4 SNAPC5 SPTSSA SRPRA ST20 ST3GAL6 STARD7 STAT5B STK38L STS SYCP2 TADA3 TFAP2A TGFBR2 TMEM243 TMEM41B TNRC6B TOGARAM1 TRAF3 TTC3 UBAC1 UBE4B UBXN7 UGT2B15 VPS41 VWA5A WBP1L WDR18 WDTC1 XPC XPO7 XPOT YJU2 ZAP70 ZBTB14 ZBTB18 ZBTB5 ZHX3 ZKSCAN1 ZNF211 ZNF318 ZNF688 ZNHIT3 GSE7509_FCGRIIB_VS_TNFA_IL1B_IL6_PGE_STIM_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7509_FCGRIIB_VS_TNFA_IL1B_IL6_PGE_STIM_DC_DN ABCD4 ADAMTS10 ADAMTSL5 AIRE AKAP5 AKAP8L ALAS2 ANKRD11 ANKRD24 ANKS3 APPL2 ARFGAP1 ARHGEF1 ARID4A ARRDC2 BAZ2B BEND4 BRD8 BRPF1 BVES CARS2 CASS4 CC2D1B CCDC157 CCDC85C CCHCR1 CCNL2 CDH24 CEP135 CEP250 CEP295NL CIZ1 CLCN2 CLK2 CNTNAP1 CNTRL CORO6 CROCC CTRC DCLK2 DENND6B DGKZ DISC1 DOCK6 DST DTX3 DZIP1L ENTREP3 EPS15L1 EWSR1 FAM133B FAM193B FNBP4 GABBR1 GARIN1B GDPD3 GLT1D1 GOLGA1 GRAMD1A GTPBP6 HOOK3 HOXA4 HOXB6 IFFO1 IFNL2 IGFLR1 IQCF1 KCNS3 KMT5C KRBA1 KRTAP17-1 LBX1 LENG8 LHX8 LMBR1L LRRC45 LUC7L LUC7L2 LUC7L3 MAGEF1 MALAT1 MBD6 MEGF11 MICAL3 MINK1 MIR139 MIR150 MIR155 MIR346 MIR34B MIRLET7I MT3 MTHFSD MYMK MYO15A MYOZ3 NHLRC1 NPFF NRBP2 NSG2 NSMF NUDT13 PANK4 PARP6 PHF21B PICK1 PLD2 PLEKHA7 PLEKHG5 PNPLA6 PPP1R12B PPP1R9A PRSS33 PVT1 RAPGEF3 RBM33 RCCD1 REXO1 SCARF1 SCARF2 SCARNA13 SCARNA17 SCUBE1 SECISBP2 SET SFTPA1 SFTPC SHISA2 SLC25A37 SNAPC4 SNORD73B SNPH SNX29 STAB2 SYN3 SYNE2 SYNGAP1 TANC2 TCEA2 TENT5C TGFA TIAM1 TLE2 TRIO UIMC1 USP17L5 UTRN VAMP2 WHAMM WHRN WNT4 XIST ZMYND11 ZNF276 GSE7509_FCGRIIB_VS_TNFA_IL1B_IL6_PGE_STIM_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7509_FCGRIIB_VS_TNFA_IL1B_IL6_PGE_STIM_DC_UP ADI1 AHCYL2 ALYREF AMD1 AP2B1 AP2M1 ARMC1 ARMCX2 ARPP19 ASH2L BTD CAND1 CAPN6 CAPRIN1 CCL8 CHAC2 CHCHD5 CINP CLN5 CLPP CMBL COMMD2 COMMD7 COPS7A CPNE3 CPT1A CRIP2 CST3 CYRIB DBI DCAF12L1 DCTN5 DDAH1 DDX21 DIS3L DNAJA2 DPH6 DRG1 DUSP18 DUSP22 ECHS1 ECI2 EFTUD2 EHD4 EIF1AD EIF2B3 EIF3I EIF3L EIF4E2 ELMO2 ELOA EMB EMC4 EMP1 EXTL3 FIZ1 FKBP1A FLNB FUNDC2 GABARAPL2 GALM GAMT GINS4 GLTP GNAI2 GPX1 GYG1 H2AZ2 HEXIM2 HIBADH HINT3 HNRNPK HSP90AB1 IDH2 IDS IFNGR1 IFT22 INTS9 ISOC1 KBTBD7 KCTD5 KPNB1 LAP3 LHFPL2 LRRC41 LY96 MAEA MAOA MAP2K1 MAPK3 MCEE MED16 MED6 MICU1 MLF2 MMGT1 MMP2 MREG MRPL38 MRPL50 NAXE NCBP1 NFATC3 NIPSNAP1 NIT2 NMRAL1 NSF NUBP1 ODC1 OTUB1 P3H2 PARVB PFN2 PLP1 PLRG1 PLS3 PNRC2 POLD2 POLDIP2 POLR1H PPA2 PPP1CC PPP1R7 PPP2R1B PPP3R1 PRKAR2B PRMT7 PRR13 PSMD1 PSMD10 PSMD2 PSMD6 PSMD7 PSMG2 RAB11A RAB3D RAB9A RACK1 RAP1B RBMS2 RFC3 RHEB RHOA RNASEH2A RNF141 RPLP0 RRN3 RYK SEC23A SEC23B SELENOW SEPTIN10 SERPINF1 SESN3 SGF29 SHMT2 SKIC8 SLC25A12 SLC25A3 SMPDL3A SMU1 SNAP47 SNU13 SQSTM1 SRM STAU1 STRADA SUPT7L TIMM17B TIMM23 TMEM123 TMEM147 TNFAIP1 TRAPPC1 TTLL12 TUBG1 TUT1 TXNL1 UBA2 UCK2 VAMP3 VAMP7 WDR1 YARS1 YIPF1 GSE7509_UNSTIM_VS_FCGRIIB_STIM_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7509_UNSTIM_VS_FCGRIIB_STIM_DC_DN ABHD16A ADGRG5 AHNAK AMPD3 ANGPTL4 ANK2 ANXA4 ASB13 BATF2 CACNB4 CASP1 CASP4 CASP7 CBLB CCL5 CCL8 CCRL2 CD3D CD3E CD3G CD69 CD8A CENPJ CH25H CHSY1 CIITA CLEC2D CLIC4 CMTM6 COG4 CORO2A CPT1A CST3 CST7 CTSH CTSW CYBA CYSLTR2 DAXX DOP1B DPYD EIF4E3 ELMO1 ELMO2 ENTPD1 EPSTI1 ESR1 ESYT1 FAM53A FGL2 FLI1 FMNL1 FURIN GALNT3 GBP5 GIMAP4 GIMAP6 GMFG GNB4 GRAP2 GSAP GSDMD GVINP1 GZMA GZMB H2BC4 ICAM1 ICOS ID2 IDO1 IFIT2 IFITM1 IFNG IFNGR1 IKZF1 IL12RB2 IL13RA1 IL15RA IL18R1 IL18RAP IL2RA IL2RB INSRR IRAK2 IRF1 ISG15 ITGAL JAK1 JAML KLHL6 KLRC1 KLRD1 KLRG1 LAP3 LMO4 LRRK1 LY6S MALT1 MCL1 MCTP2 MGST1 MIR99A MLKL MOCOS MTMR1 MYO1G NAMPT NBEAL2 NFKBIA NOD1 NOTCH1 NOXO1 OAS3 OSBPL8 P2RX3 P2RY10 PARP11 PARP3 PDGFD PLA2G4A PPP6R1 PRF1 PRKCH PRPH PSD4 PSMB10 PSMB8 PSMB9 PSME2 PTPN22 PTPN6 RAB11A RABIF RGS1 RGS16 RINL RNF114 RNF115 RNF19B SBNO2 SCFD1 SDHAF2 SERPINB9 SH2D2A SH3BP2 SLAMF1 SLAMF7 SLC35F5 SLC4A4 SLC7A3 SLCO2A1 SOCS1 SP110 STOM STXBP1 TAFAZZIN TBL1XR1 TEX14 THEMIS TNFRSF14 TNFSF10 TPCN2 TRAFD1 TRIM21 TRIM5 TRPV2 TSPO UBL7 UNC93B1 USB1 USP18 USP4 VPS11 VWA5A XAF1 GSE7509_UNSTIM_VS_FCGRIIB_STIM_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7509_UNSTIM_VS_FCGRIIB_STIM_DC_UP ABCA12 ACBD4 ADAMTS16 ADAMTSL5 ADGRA2 AK3 AMOTL1 AQP4 BAHCC1 BEND6 BFSP2 BRPF1 C2CD2L CAV2 CCNB2 CCNF CD79A CDC25B CDC42EP5 CDCA3 CDCA8 CDK2AP1 CEP295NL CERK CIZ1 CKAP2L CLDN5 CORO6 CRIP2 CROCC CSDC2 CSNK1E CTDNEP1 CTRC CTXN1 DIP2C DLGAP5 DNAJB13 DUSP4 EDIL3 EIF4B EVC2 FAM83D FARP1 FBXL19 FBXL7 FRMD3 GAMT GCGR GFRA4 GLT1D1 GOLM2 GPC6 GPR173 GPT HSP90AA1 IDH2 INO80B INSIG1 JAM2 KIF22 KIF2C KRT16 LMNB2 LMO1 LONRF1 LRP5 LRRC27 LRRN4CL LSM14B MAGEL2 MAPK15 MAPK8IP1 MAZ MCM10 MEGF11 METRN MGAT4B MGP MIXL1 MLPH MRAP MRPL39 MSRB2 MYBL2 MYH7 MYLK3 NACA NCAPD2 NCAPH2 NCKAP5L NCOR2 NDUFB10 NEK2 NEU1 NINJ2 NPM1 NR1I2 NUCB2 NUDT16L1 OSBPL6 PCYT2 PHB2 PHPT1 PIK3R2 PIP5K1B PLEKHG2 PLEKHG5 PMF1 PMVK POLR3D PPIL1 PPP1R13L PPP2R5D PRC1 PRELID2 PRSS12 PTGIR PTGR1 PTPRU RAB3A RACGAP1 RARA RCN3 REEP3 REXO1 RHOJ RNF126 RNF168 RNF169 ROGDI ROR1 RPS8 RYK SAG SCARF2 SCD SEMA3C SH2B3 SLC26A11 SLC27A4 SLC35F1 SLX4 SMTN SNHG11 SOCS5 SOX30 SPATS2 SPECC1 SSBP4 ST6GALNAC6 STARD4 STAU2 STIMATE STOML3 SYT13 TACC1 TACC3 TIMM50 TLCD3A TMED2 TMEM201 TMEM59L TNS2 TOM1L2 TRABD TSSC4 TTL VCL VEGFB XXYLT1 ZC3H4 ZG16 ZMYND11 GSE7509_UNSTIM_VS_FCGRIIB_STIM_MONOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7509_UNSTIM_VS_FCGRIIB_STIM_MONOCYTE_DN AASDH ACACB AFG1L AGO2 ALS2CL ANXA9 AP3D1 APPL2 ARAF ARHGAP12 ARID4A ARID4B ARV1 ASXL2 ATP8A1 ATP9B BAZ2A BCKDHB BICD2 BOD1L1 BRPF3 BRWD3 C2CD3 CABIN1 CARS2 CCDC141 CCDC77 CCL20 CCNL2 CCNT2 CDC42BPA CEP135 CHD9 CLEC2D CLK2 CLMN CNTRL CPEB1 CRTC2 DCLK2 DDX42 DEPDC5 DISP1 DMTF1 DYNC1LI2 EDC4 ELK4 EPS15L1 FBRS FCHO2 FHIP2A FMN1 FRY FSTL4 GOLGA1 GPHN GTF2IRD1 HAP1 HELQ HMCN1 HPS1 IFFO1 IFT140 IFT80 IKBKB INO80D ITGA9 ITPR1 IVNS1ABP KDM3A KLC1 LRRFIP1 LUC7L2 MACF1 MAP3K4 MBD6 MCOLN1 MEIS2 MICAL3 MIR211 MIR301B MIR340 MIR99A MTF2 MTX3 N4BP2L2 NAV1 NAV2 NBEA NCAPD2 NCOR1 NDOR1 NFAT5 NFRKB NUP210 NXF1 OGT OSBPL7 PACRGL PAN2 PANK4 PARP8 PAXIP1 PBX3 PDE4A PHC3 PHLDB1 PLA2G6 PLA2R1 PMS2 POLG PPOX PPP6R2 PRDM10 PRDM2 PRPF38B PTPRD R3HDM1 RAF1 RBM28 RBM4 REXO4 RORA RSAD1 RUFY2 SCAPER SCARNA17 SGIP1 SH3PXD2A SLC4A8 SMTN SNAPC4 SNHG1 SNORD73B SNRNP70 SON SORBS3 SPATA5L1 SRGAP2 STX3 STXBP5 TAF1A TAFAZZIN TCF25 TCIRG1 TEAD1 TET2 TIAM1 TMEM119 TNRC6A TNRC6C TRAK1 TROAP TRUB2 TTLL4 TUBGCP3 VARS2 VWA3B VWF WNK1 XIST ZBTB37 ZC3H7A ZDHHC1 ZER1 ZFYVE16 GSE7509_UNSTIM_VS_FCGRIIB_STIM_MONOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7509_UNSTIM_VS_FCGRIIB_STIM_MONOCYTE_UP ABHD4 ACOT13 ACTR10 AGPAT3 AGR2 AIP AK1 ALAS1 ANGPT2 AP1S1 APOD ATP5MK ATP6V1E1 BAG1 C18orf32 CALM2 CAPN6 CASP6 CCT3 CCT7 CD151 CD69 CDC42EP5 CDH18 CDK2AP1 CHCHD4 CIB1 CLDND1 CNBP COMMD6 COPS4 COPS5 CRIPT CTSL DARS1 DHCR7 DOC2B EFTUD2 EIF2A EIF3D EIF3F EIF3G EIF4A1 EPYC ERGIC1 EXOSC1 FDFT1 FUCA1 GABARAP GABARAPL2 GAMT GDE1 GDI2 GHITM GLA GSTM3 GTF2H2 H4C6 HACD2 HAGH HAUS7 HDGF HIBADH HPRT1 HSD17B10 HSP90AB1 HSPD1 IGF2BP3 IGFBP3 IL36G INO80C ISG20 ITM2C KARS1 LAMTOR3 LCN2 LLPH LMAN2 LONRF1 LRRC59 LRRN4CL LSM3 MAP2K1 MAPK11 MAPK8IP1 ME1 MFSD2A MREG MRPL15 MRPL38 MRPL39 MRPL46 MRPL52 MRPS33 MSRB1 NAGPA NCAPH2 NDRG2 NDUFA9 NDUFB10 NIFK NIPSNAP3B NMT1 NOP16 NRG1 NUDT14 OGFR PDCD5 PGAP2 PGK1 PHGDH PIGP PIGX PKIG PLS3 POLR1D PON3 PPBP PPP1R11 PPP6C PRDX2 PRKAG1 PRMT5 PSAT1 PSMA2 PSMB10 PSMG4 QPCT QSOX2 RAB11B RAB1B RAB5C RABAC1 RBBP9 RCAN1 RCN3 RHBDD1 RRAS RSPH14 RWDD4 SARNP SCN4A SDF2L1 SEC11A SERPINB9 SKIC8 SKP1 SNRPC SNTG1 SRM SSRP1 SUMO2 SUMO3 TCP1 TIMP1 TLCD3A TMCO1 TMEM109 TOMM22 TPMT TRMT112 TSPO TUFM UBE2A UXT VTA1 ZBTB32 ZDBF2 GSE7509_UNSTIM_VS_IFNA_STIM_IMMATURE_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7509_UNSTIM_VS_IFNA_STIM_IMMATURE_DC_DN ABCA1 ABHD16A ACER3 ADGRG5 AHNAK AIM2 ANKRD44 ASB13 ATP2B4 ATP8A1 ATP8B4 AZIN2 BATF2 BID BRD7 C6orf62 CALHM6 CASP1 CASP4 CBLB CCRL2 CD300C CD3D CD3E CD69 CD8A CD96 CHSY1 CIITA CLEC2D CORO1A CORO2A CSF1 CST7 CTSO CXCL10 CXCL9 CXCR6 CYLD CYRIA CYSLTR2 DGKA DOK2 DPYD EIF4E3 ELL2 ENC1 EPSTI1 ERAP1 ESR1 ESYT1 FBXL5 FURIN FYN GBP6 GGT1 GIMAP4 GIMAP6 GNB4 GRAP2 GSAP GZMA GZMK HIVEP1 HPSE ICAM1 ICOS IDO1 IFI44 IFIT2 IFIT3 IL12RB2 IL15RA IL18BP IL18R1 IL27RA IL2RA INSRR IRAK2 IRF1 ISG15 ITGAL KAT2B KCNJ13 KLHL6 KLRC1 KLRG1 KLRK1 LCK LMO4 LPIN2 LY75 MCL1 MCTP2 MERTK MLKL MX1 MXD1 MYO1G NCKAP1L NFKBIA NLRC5 NOD1 NOTCH1 NR5A1 OAS3 P2RY10 PARP11 PARP12 PARP3 PDCD1 PDGFD PHF11 PIK3CB PIK3CG PLA2G4A PLA2G4C PLCB2 PLSCR2 PNPLA7 PPP6R1 PRDM1 PRKCH PSMB10 PSMB8 PSMB9 PTPN22 PTPN6 RBM43 RNF115 RNF19B RSPO3 SAMD9L SCN1B SDC3 SEMA4D SEMA7A SERPING1 SH3BP2 SLAMF7 SLC28A2 SLC2A6 SLC7A3 SOCS1 SP110 STAT3 STX11 STXBP1 TAPBP TCF25 TEX14 TGIF1 TGM2 THY1 TLR2 TMTC4 TNFRSF14 TNFRSF9 TNFSF10 TRIM14 TRIM25 TRIM5 UBD UNC93B1 UPP1 USB1 USP18 USP4 UVRAG VCAM1 VWA5A XAF1 GSE7509_UNSTIM_VS_IFNA_STIM_IMMATURE_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7509_UNSTIM_VS_IFNA_STIM_IMMATURE_DC_UP ABCA12 ACVRL1 AIMP2 AK4 ALDH1L2 ALYREF ANLN ANO3 APOLD1 ARHGAP19 ARSG AURKB BCAS1 BEND6 BRI3BP CALU CCN1 CCNE1 CDC42EP5 CDCA3 CDCA7 CDHR2 CDK1 CDK2AP1 CDR2 CENPA CHAF1B CKAP2L CKAP5 CLYBL CMTM5 CNTFR COX8BP CRIP2 CRLF1 CSNK1E CTXN1 CYP20A1 DBF4 DCBLD2 DHCR24 DHCR7 DHPS DLGAP5 DNM1 DUSP4 E2F1 EBPL EEFSEC ELOVL6 ERGIC1 FADS1 FAM174B FAM3B FAM83D FARP1 FJX1 FKBP2 FOXK2 FRMD3 FRZB FUCA1 GET1 GPD1 GPT GTF2E2 GYS1 H2AZ1 HDLBP HK1 HMGB3 IDH2 INSIG1 KIF18B KIF2C KPNB1 KREMEN1 LDLR LDLRAD3 LMF1 LMNB1 LRRN4CL LSM14B MAPK8IP1 MBOAT1 MCM10 MKI67 MLPH MRAP MSMO1 MVK MYBL2 MYL6B MYL9 NACA NACC1 NCAPH NCKAP5L NDRG2 NDUFB10 NDUFC2 NEK10 NEK2 NELFE NET1 NR1I2 NUDT16L1 OSBPL6 PACSIN2 PCBP4 PERP PFDN1 PGF PGM2 PGP PHB2 PHF2 PIP5K1B PKP2 PMF1 PPARGC1A PPIL1 PRELID2 PRKAG1 PRR11 PRSS12 R3HCC1 RACGAP1 REEP3 RENBP RLBP1 RNF144A RNF26 ROGDI RPL31 RPL37 RPL38 RPS6KA2 RSL1D1 SC5D SCD SF3A2 SHC3 SHCBP1 SKA2P1 SLC25A10 SLC27A4 SLC2A5 SLC31A1 SLC6A17 SMTNL2 SOX5 SPIRE1 ST3GAL1 STAC2 STARD4 STAU2 SYDE1 TACC1 TAMALIN TBL2 TECR TET1 TIMM50 TIMP4 TLCD3A TMED2 TMEM201 TMPO TOM1L2 TOMM6 TPX2 TSPAN12 TUBG2 TXNDC5 TXNRD3 TYRO3 USP6NL VCL XXYLT1 ZDHHC2 GSE7509_UNSTIM_VS_TNFA_IL1B_IL6_PGE_STIM_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7509_UNSTIM_VS_TNFA_IL1B_IL6_PGE_STIM_DC_DN ABHD16A ACR ADAMTS3 AGO2 AHNAK2 ALAS2 AMT ANKRD22 BGLAP C4BPA CGNL1 CLDN23 CNTNAP3 CREBL2 CTRC CX3CR1 ENTREP2 FLRT1 FRS3 GAS5 GGNBP1 GNRH1 GPR139 HOXA4 HOXB7 HPN IFNA5 IL27 KCNAB1 KCNAB3 KCNMB3 KCNRG KCTD16 KIFC2 KRTAP3-2 KRTAP4-2 LIN28B LMTK3 LRRC3 LRRC4B LY6G5B LYZL4 MACROD2 MARCHF11 MESP2 MIR150 MIR200C MIR210 MIR27A MIR28 MIR301B MIR30D MIR345 MIR346 MIR455 MIR598 MIR615 MIRLET7B MIRLET7E MIRLET7G MIRLET7I MORN3 MT3 NECAB3 NHLRC1 NLGN3 NOL4 NRL NRSN1 NUP210L OPN1SW OXT PAX7 PBX4 PHLDB3 POPDC3 PPY PWWP2A RBM25 RMRP RNY3 RRBP1 RSAD1 RSF1 RYR3 SALL3 SCARNA17 SCNN1G SCUBE1 SLC39A5 SLC4A1 SNHG1 SNORD73B SSTR4 ST6GALNAC1 ST8SIA5 STX1A STX4 TMEM163 TMEM191C TMF1 TNFAIP8L3 TRAF3IP1 TRIM11 TSSK4 UNC13B WDR17 ZC3H6 GSE7509_UNSTIM_VS_TNFA_IL1B_IL6_PGE_STIM_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7509_UNSTIM_VS_TNFA_IL1B_IL6_PGE_STIM_DC_UP AAMP ABCA1 ABHD8 ACOX1 ADSL AFG3L1P AJUBA AK1 AKT1 ALDH1L1 ANXA6 APEH ATG4B ATP5MC2 ATP9A AURKB BLOC1S6 BOP1 BTD CAD CAPN1 CBR3 CCDC126 CCT3 CEMIP2 CHAF1B CHID1 CKB CMAS CMTR2 COG7 COPG1 CPSF2 CPT2 CXCL10 DCAF10 DDB1 DDX56 DHX32 DHX58 DHX8 DLAT DNAAF5 DOLK DUSP1 ECHS1 ECI2 EDEM2 EHD3 ENC1 ERCC6L FAM118B FTH1 FZD1 GAPDH GARS1 GART GCDH GGT1 GIPC1 GPR180 GSS GSTA3 GTF2B GUK1 HACL1 HARS1 HDHD2 HINT3 HSPBP1 IFIT3 IFRD2 IMPDH2 ITGB5 JAGN1 JPT2 KCTD5 KDELR3 KLHL11 KPNB1 LIAS LIG1 LIMD1 LMNA LRP12 MAP1LC3A MAP2K3 MBOAT7 MCM3 MCM6 MCM7 MED16 MESD MGAT1 MMRN2 MOCS1 MOCS2 MOV10 MRPL20 MRPL3 MRPS28 MRPS30 MSRA MTCH1 MTFR1 MVP NAGPA NANS NCDN NDUFS2 NID1 NME4 NME7 NMRAL1 NOL6 NOP2 NUDT21 NUDT22 OSBPL11 PAK1IP1 PAQR3 PCCB PDCD6IP PERP PI4K2A PIWIL2 PJA1 PLA2G4A PLD3 PLSCR2 PMPCB POLH POLR1C POLR2B PPA2 PPAT PPIL1 PPP2R1B PPP5C PRMT7 PRMT9 PSKH1 PSMG1 PTPA RACGAP1 RANBP1 RFC3 RHOBTB3 RHOG RNASEK RPA1 SAMD8 SEC24D SF3B3 SGPP1 SHCBP1 SHROOM4 SLC16A7 SLC25A33 SLC26A2 SLC31A2 SNX17 STAG2 STARD7 TAPBP TBCD TBL3 TECRL THOP1 THUMPD1 TKT TLR4 TRIM28 TRPC4AP TTC27 URB2 USP4 VCP WDR12 WDR18 WDR36 WDR46 WFS1 XPO5 YTHDF1 ZBTB8OS ZDHHC4 ZFAND2A GSE7548_DAY7_VS_DAY28_PCC_IMMUNIZATION_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7548_DAY7_VS_DAY28_PCC_IMMUNIZATION_CD4_TCELL_DN ADGRE5 AIM2 AKR1A1 ANKMY2 APEX1 APLNR AQP4 ARHGEF11 ASCL2 BAK1 BARD1 BCAP29 BLNK BST1 BTN3A1 BTN3A2 BTN3A3 C2 C2CD2 CALCOCO2 CAPN2 CEBPG CFH CHD1L CHI3L1 CLC CLIC2 CNTNAP2 COX4I1 COX5B CTSH CXCL11 CXCL9 DBF4 DDB2 DEFB1 DESI1 DFFB DGKG ECI1 EIF3I EIF3K ETHE1 EXOSC7 FAM53B FCGR1A FCN1 FGL2 FKBP1B FKBP8 FLAD1 FLOT2 GART GCLC GDPD5 GNAL GP5 GRIK3 GSAP GSTZ1 GUCY1A1 GUCY1B1 H2BC21 HAUS7 HLA-DPA1 HLA-DQB1 HLA-F HLA-G HSD17B1 ICAM2 IDO1 IDUA IER2 IGFBP4 IL2RG INPP5D INSM1 INVS IRF4 ITGB2 KCNE1 KCNQ1 LAG3 LAMP3 LARP1 LGALS3BP LIG1 LSM4 LSM7 LYSET ME1 MEIS2 MFN1 MPDZ MROH7 MRTFA MT1A MT1E MT1F MT3 MTHFD1 MTMR11 NAB2 NDUFA7 NDUFB7 NHP2 NR1I2 NUP93 NXF1 PAFAH1B3 PARK7 PAX2 PCCB PCMT1 PEX7 PHLDA2 PLAAT4 PLAT PLP2 POLDIP3 POLR1F POLRMT PPP1R11 PPP1R7 PRCP PRIM1 PRKCD PSEN1 PSEN2 PSMA6 PSMB10 PSMB2 PSMB3 PSMB9 PSME1 PSME2 PTPA PUM3 RAB40B RABGGTA RAP1GAP2 RBMS2 RFC2 RIPOR2 RPA3 RPP40 RPS6KA5 RRS1 S100A8 SELL SEMA6A SERPINA1 SIK1 SLC29A2 SLC49A3 SLC6A12 SLC7A7 SMARCC1 SND1-IT1 SNRPB SNTB2 SNX3 SP1 SPRR2D SPTA1 SSR4 STX3 SURF1 SVEP1 TAF10 TAPBP TCP11L1 TES TGM1 THOC2 TMEM131L TNF TRANK1 TRHR TRIB2 TRMT1 TSC2 TXNIP TXNRD2 UBA7 UBB UBE2S USP6NL VAMP5 VPS11 VPS41 VRK1 WARS1 WDR18 YBX1 YJU2 ZFP36L2 ZNF593 ZNF688 GSE7548_DAY7_VS_DAY28_PCC_IMMUNIZATION_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7548_DAY7_VS_DAY28_PCC_IMMUNIZATION_CD4_TCELL_UP ADAM9 ADCY3 AK1 ANKS1A ARHGAP25 ARID3A ATAD2B ATM ATP13A3 ATP5MG BASP1 BCL6 BMP2 BMP6 BNIP2 BRCA2 C10orf95-AS1 CCL20 CCN4 CD163 CD36 CD70 CD86 CD9 CDKL2 CELF2 CEP170 CHAF1B CHKB CHST15 CIITA CLCN3 COL4A6 CREG1 CREM CRX CSF1R CSNK1A1 CSTF1 CTCF DCC DCUN1D4 DDR2 DDX46 DICER1 DIO3 DNAJC9 DUSP8 ERC2 EVPL EXOSC9 FABP4 FAM168A FBXL5 FKTN FLRT2 FOXD2 FRMD4B GBE1 GEM GJC2 GNA15 GPR65 GRAMD4 GUSB H3C10 HADHB HIF1A HIVEP2 HMGA2 HNMT HRH1 HTRA1 ID3 ID4 IFNGR1 IGF1 IL1R1 IRF1 IRF2BP1 ITGAE ITGB1 ITSN1 JOSD1 KANK3 KBTBD2 KIAA1549L KLHL20 KRIT1 KRT10 LCN1 LGALS8 LITAF LTBP2 LUM MAD2L1 MAGEA12 ME3 MFAP3 MTCL1 MTERF1 MTHFS MXRA7 MYOG NDN NELL1 NNT NPC1 NPTN NPY6R NRXN3 NUMB OIP5 OLFML2B OPRD1 OR2H1 OSBPL8 PAFAH1B1 PALLD PC PCGF3 PDE6H PDE8A PHLDA1 PICALM PIKFYVE PIN4 PLIN2 PLN PLPP3 PNMA2 PNN POR PPFIBP1 PPP2CA PRH1 PRMT2 PTCH1 PTPN2 QKI RAB1A RAB3GAP2 RAD51AP1 RARA RBP1 RBPJ RCBTB2 RPP38 RRAGB RWDD3 S1PR1 SACM1L SCYL3 SDC2 SDS SEC14L1 SGSH SLC5A3 SMOX SNRNP200 SOX30 SPOCK1 SSBP2 SST SSX5 STARD13 STAT4 STXBP5L SWAP70 TBC1D8 TBR1 TCFL5 TERF2IP TFPI THBS1 THEMIS2 TIMP1 TLK1 TNFRSF1A TOR1B TRAPPC8 TRIB1 TRIM2 TROAP TSPAN3 TWF1 UBFD1 UBR5 UGT2B11 USH1C VPS26A VWA8 XBP1 ZFP36L1 ZHX2 ZMIZ1 ZMYND11 ZNF200 ZNF264 ZNF629 GSE7548_NAIVE_VS_DAY28_PCC_IMMUNIZATION_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7548_NAIVE_VS_DAY28_PCC_IMMUNIZATION_CD4_TCELL_DN AAMP ACOX2 ADCY1 ADIRF ADPRH ADRA2A AKR1A1 AKR1C4 AMH APBA1 APEX1 ARHGEF1 ARVCF ASB4 ATP1A2 ATP5F1B B3GALNT1 B3GALT4 BBOX1 BCL3 C1R C2orf27A CALB1 CALCA CALML3 CAMK2G CBX4 CCL15 CCN1 CCN6 CCND1 CCNE2 CDK8 CEACAM1 CEP104 CHST3 CKS1B CNR2 CNTN1 COX6A1 COX7C CPLX2 CPNE6 CR2 CTRL CUX1 DDX19B DESI1 DLGAP1 DNAH17 DOHH DRAP1 DTX4 ECI1 EIF2AK2 EIF2S1 EIF3J EPOR ETV4 EXOSC2 FAM131B FCGR2A FGF13 FOLR1 FOXG1 FOXN2 FRMPD1 FRMPD4 GABARAP GALNT2 GART GATA1 GHRHR GNLY GPR39 GRIA1 GRM4 GYS2 HDGF HLA-DOA HNRNPUL1 HPX HR HRK HTR3A ICAM4 ID1 IGHMBP2 IL12RB1 IL3RA IRF2 IRF9 IZUMO4 JAG2 KCNA4 KLHL23 KRT8 LAMA3 LAMP3 LAS1L LBX1 LIMCH1 LINC00342 MAFK MAN2A1 MAT1A MATN4 MAX MC2R MCF2 MED14 MEIS3P1 MFN1 MMP15 MT1B MTERF4 MTG1 MUC7 NBAS NBL1 NCKIPSD NCR1 NDUFS3 NHLH2 NINL NKX2-8 NTRK3 NXPH4 OGG1 OXCT1 PCBP3 PCDHA3 PCSK7 PDZK1 PFKFB2 PGLYRP1 PKMYT1 PMS2P11 POLR2I PSMD4 PTPN14 PUF60 RALB RASSF9 RFC2 RNF216 RPL39L SAA4 SAG SARS1 SCAMP3 SCN1B SCNN1A SEM1 SGCG SHMT2 SHOX SLC14A2 SLC2A2 SLC6A7 SLN SMO SNAI2 SOAT2 SPAG7 SPATA2L SPEG SPTBN2 SSR1 STRN STX10 SUB1 SYNM TAF13 TAF4 TCAP TCN2 TLX2 TMEM109 TMEM259 TNFSF12 TNNT1 TNNT2 TTLL12 TTYH2 TYRO3 U2AF2 VENTXP7 VIPR2 WASL XIAP ZKSCAN8 ZMIZ2 ZNF197 ZNF280B ZNF423 ZNF711 ZNF79 GSE7548_NAIVE_VS_DAY28_PCC_IMMUNIZATION_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7548_NAIVE_VS_DAY28_PCC_IMMUNIZATION_CD4_TCELL_UP ABAT ACADM ACADVL AKT3 ANKRD17 ANXA10 APBB3 ARHGAP33 ARL4A ASCC2 ATG12 ATP1A1 ATP2A3 ATP6V0E1 ATP6V1D BAG1 BAG5 BCL2L11 BLCAP BPTF BTN1A1 C22orf31 C4BPA CA1 CAMTA2 CBR4 CBX5 CCL11 CCT4 CCT6A CEP350 CHAF1A CLDND1 CLIP2 COL4A1 CORO2A CPD CSF1R CXADR CYP4F2 DGKA DHX16 DHX38 DNAJC16 DNAJC6 DOCK4 DUSP11 EID1 ENO2 EPB41L2 EPM2A FAM168A FBXO28 FMNL1 FOXE1 GADD45G GATB GCN1 GLIPR1 GLT8D1 GLYAT GPR137B GPR31 GRB10 GTF2E1 H1-3 HADHA HFE HNRNPU HTATIP2 ILF3 INPP5E ITGB1 JOSD1 KAT7 KCNA1 KEAP1 LDB3 LRP2 MAGEA5P MAN2C1 MAPK14 MARF1 MCFD2 MED1 MED13 METAP2 MITF MOS MPV17 MR1 MRFAP1L1 MST1R MTHFS MTMR3 MTMR7 MXD4 MYH11 MYH6 MYL1 NCOA6 NFATC3 NOVA1 NPEPPS OGT OSBP P2RY10 PAF1 PAIP1 PCGF1 PDCD6 PHF1 PHLDB1 PIGH PIK3C2A PIK3CA PLA2G2A PLCB1 PLCL1 PLS1 PNN POLG PPIG PRCC PRDM1 PRKDC PROC PRPS1L1 PRR3 PRUNE1 PTEN PTPRA PYGB RAB27B RAB5A RAD54L2 RALA RAP1B RBPJ RCAN1 RDH11 RGL2 RMND5A RNMT RO60 RRAD RRAGB RRM1 RYR3 S100A13 SATB1 SEC23B SECISBP2L SERINC1 SERPINB5 SLC3A2 SLC5A4 SLC6A4 SNCA SNX27 SNX7 SOCS5 SPECC1L SRRM2 ST3GAL1 STK10 STXBP3 SUGP1 SUN1 SUPT5H TAF1 TAGLN3 TBC1D8 TCP11L1 TERF2IP THBS3 TLE4 TMEM8B TMSB15A TNFAIP1 TRAK2 TRAPPC8 TRPM1 TSC22D1 TSPAN8 TTBK2 TYRP1 UFL1 UNC5C UPK1A VAT1 VCAM1 VWA5A WDR82 YIF1A ZBED4 ZBTB7A ZNF292 ZNF623 GSE7548_NAIVE_VS_DAY7_PCC_IMMUNIZATION_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7548_NAIVE_VS_DAY7_PCC_IMMUNIZATION_CD4_TCELL_DN ABTB2 ADAR ADGRE5 ADM AMOTL2 APOBEC3G APOL1 ARID5A ARL4A ARNT2 ASIP ATF5 ATF6 BAG1 BAK1 BARD1 BAZ1A BIRC2 BLTP1 BRCA2 BST2 C6orf62 CASP10 CASP5 CASP7 CBR1 CCL8 CD1D CD2AP CD47 CD69 CDK17 CFH CHSY1 CKS1B CLDND1 CMKLR1 CMTR1 CSF2RB CSRNP2 CXCL10 CXCL11 CXCL9 DEFB1 DHX15 DNAJA1 DUSP5 DYNLT1 EFR3A ELF4 ENPP2 ETS2 EXT2 FAS FLOT1 FUT4 GART GBP1 GCA GCH1 GCNT1 GMPR GTF2B H3-3B HEG1 HIRA HIVEP2 HPRT1 IDO1 IER2 IFI16 IFI27 IFI35 IFI44 IFI44L IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 IFITM2 IFITM3 IGF2R IGFBP4 IL10RA IL15RA IL3RA IRF7 ISG15 ISG20 KARS1 KIAA0040 KLF6 LAG3 LAMP3 LMNB1 LYN MALT1 MAMLD1 MDK MFN1 MICB MNDA MT2A MVP MX1 MX2 MYL12A N4BP1 NASP NBN NFE2L3 NMI NPC1 NUP153 NXF1 OAS1 OAS2 OASL OGFR P2RY14 PAF1 PCMT1 PDGFRL PFKP PGAP1 PLSCR1 PML PPP2R2A PRKAB1 PRKCD PSMA2 PSMA3 PTK2B RAB5A RABGAP1L RAD9A RALB RAPGEF2 RBCK1 RBM4 RBMS1 RGL1 RIF1 RIN2 RIPK1 RNF19B RP2 RSAD2 RTCB RUBCN SAMD4A SASH1 SEC23B SEPTIN4 SERPINB1 SETX SFT2D2 SHOC2 SLC30A1 SMAD3 SOCS1 SP100 SP110 SPTA1 SRGAP2 SRSF4 SSB SSTR2 ST3GAL5 STK17B STK3 TAP1 TDRD7 TENT4A TERF2IP TESK1 TFEC TGM1 THOC2 TIA1 TLK2 TMEM87A TNPO1 TOP1 TOR1B TRAFD1 TRIM21 TRIM22 TRIM26 TRPC4AP TSC22D1 UBA7 UBE2S VAMP5 WARS1 XAF1 ZC3HAV1 ZFP36 GSE7548_NAIVE_VS_DAY7_PCC_IMMUNIZATION_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7548_NAIVE_VS_DAY7_PCC_IMMUNIZATION_CD4_TCELL_UP AAMP ABCB9 ABCG1 ABR ACTR1B ADH5 ALDH4A1 ALG8 ALX3 ARAP1 ARHGEF15 ARHGEF9 ARID3A ARRB2 ART1 ATG14 ATG2A ATG9A BCAT1 C2CD3 CBFA2T3 CD2BP2 CELF2 CENPC CETN3 CHST15 COIL COPS6 CRTC1 CSTF1 CXCR2 CYP1A1 CYP4F12 DGKA DHRS1 DLST DOK1 DOK2 DSTYK ECI1 EHMT2 EIF2B5 ESRRA FAM50B FCHO1 FOXJ2 FOXO3 FZR1 G3BP1 GDF10 GEMIN4 GLT8D1 GNA12 GPR65 GRB7 GRPR HADHB HDAC5 HERC2P3 HMGN2 HR ID3 IFNGR1 IRF2BP1 ISCU JAG1 JAG2 KAT2A KCTD7 KIAA0930 KLF1 KLF7 KRT10 LETMD1 LPCAT1 LSM14A LUC7L3 MAPK8IP3 MARF1 MAST1 MAST3 MBD4 MBNL2 MDFIC MDM1 MED14 MEF2C MGRN1 MIEF1 MLXIP MPG MXD4 NACC2 NBAS NCBP2 NCKIPSD NFATC3 NME5 NOLC1 NPRL2 NSDHL NUP214 OAZ2 OGG1 OIP5 ORC5 OSBPL8 PARN PDCD6 PDE6G PDXDC1 PEX6 PHB2 PHKA2 PIK3CB PIKFYVE PIM2 PINK1 PLD2 PLIN2 PLXND1 PNISR PNN POLR2C POP1 PPFIBP2 PPIF PPM1H PRIM1 PSMD4 PTEN PTP4A2 PTPN22 RAB32 RAB40C RANBP2 RAP2A RASSF2 RBM4B RCBTB2 RCHY1 REV3L RGL2 RGS14 RHOB RNMT RPA1 RPRD2 RWDD3 RXRA S1PR2 SAG SEPHS2 SERTAD2 SHMT2 SLC22A5 SLC25A36 SLC33A1 SLC35D2 SLC6A1 SNAI2 SNU13 SRCAP SRPK1 SSTR5 ST3GAL6 STAM STARD13 SWAP70 TAF5 TBC1D8 TCEAL1 TCFL5 TGFBR2 THAP11 TLR5 TLR6 TMEM97 TMPO TOP3B TRAF3IP3 TRAIP TROAP TSFM TSPYL5 TUSC3 TXNL1 UBN1 USP4 VENTXP7 VWA5A WBP1L XPC XPOT YAF2 ZBTB48 ZBTB6 ZFP69B ZMIZ1 ZNF318 GSE7568_CTRL_VS_24H_TGFB_TREATED_MACROPHAGES_WITH_IL4_AND_DEXAMETHASONE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7568_CTRL_VS_24H_TGFB_TREATED_MACROPHAGES_WITH_IL4_AND_DEXAMETHASONE_DN ABO AKR1B15 ALDOAP2 ALOX12B ALPG ALX1 AMH ANGPTL2 ANKRD45 AP2M1 APOA4 AQP7 ARL13A ASPH ASTN1 ATG4B ATP5MC2 ATXN7L2 B4GALT2 BARHL2 BMP7 CAMKV CARD10 CAV3 CCR6 CCR8 CD163 CDH15 CDH22 CDKL1 CENPV CEP20 CFI CHAC1 CLDN1 CLEC3B CLIC6 CLSTN3 COL19A1 COX6B1 CPPED1 CRB3 CREB3L3 CRYBB2 CSDC2 CTSV CUX2 CYP2B6 CYP2U1 DAB1 DAW1 DCLK1 DOCK3 DXO EEF1E1 EMID1 ENTHD1 EPHA2 EPN1 ESYT3 EXOC5 FAM166A FAM171A2 FAM81B FAM83E FERMT2 FITM1 FOXF2 FSTL3 GAL3ST1 GATB GATM GBX2 GJC1 GLOD5 GPR132 GPR176 GPR35 GUCY1B1 HCN1 HNRNPC HOXB2 HRH1 HROB HSBP1L1 HSPA12B HSPBAP1 IGSF9 IL10 IL2RA IMP3 ISLR2 ITGB7 JPH3 JPH4 JUND KLK5 KLRC1 KLRG2 LAMC1 LDLRAD4 LHFPL4 LIPT1 LRMDA MAMLD1 MC2R MOB3B MORN4 MS4A18 MSX2 MTUS2 MYCN MYL4 NDUFA4L2 NDUFV3 NEUROG3 NF1 NKX6-1 NLGN1 NOTCH3 NRGN NRIP2 OAZ3 OC90 OPN1LW OR51B2 OTX2 PAX7 PCGF2 PDE2A PDLIM1 PHLDB1 PIK3R6 PITX1 PLAG1 PLEKHA7 PMFBP1 PON1 PROC PROZ PSMD1 PSMD14 PTGER1 PYCARD RARG RASSF7 RBM24 RCE1 REEP2 RGS17 RHBDL2 RHCG RTL8B RUSC2 S100A8 SCN4B SCRT2 SEMA4A SET SGPP2 SH3RF1 SHOX2 SIGLEC7 SLC12A3 SLC2A12 SLC6A18 SLC7A7 SPATA9 SPTB SRRM4 SSC5D TAFA3 TCF15 TFAP2C TFCP2L1 TFF3 THY1 TIGD5 TMEM119 TMEM171 TMEM175 TMEM198 TNFRSF14 TNFRSF4 TNNI1 TOM1L1 TPCN1 TRIM7 TRPV4 UCN UPK2 UPK3B USP14 USP2 XCL1 XRCC2 ZCCHC24 ZMYND15 ZNF462 ZSWIM4 GSE7568_CTRL_VS_24H_TGFB_TREATED_MACROPHAGES_WITH_IL4_AND_DEXAMETHASONE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7568_CTRL_VS_24H_TGFB_TREATED_MACROPHAGES_WITH_IL4_AND_DEXAMETHASONE_UP ABRAXAS1 ACP2 ADAMTS10 ADCY9 ADRB2 AMER2 ANG ANKRD37 ANKRD42 AP2A2 ARGLU1 ARHGAP15 ARMC3 ASAP1 ASB7 ATP13A2 ATP8A1 ATP8B2 BEND6 BIRC2 BLTP3B CA2 CARD6 CCDC90B CCNK CD48 CD53 CD74 CD84 CD86 CDK19 CEP152 CEP290 CERT1 CLIC5 CLK1 CLSTN1 CNRIP1 CNTLN CTNNA1 CUL4B DDX10 DDX5 DDX55 DIP2C DNAJC10 DOP1B DPH1 DZIP1 ECI1 EFR3A EIF1B ELK4 EPS15 ERICH2 ESCO1 FAM32A FBXO32 FBXO38 FCHSD1 FIRRE FLNB FOXO3 FPGT FURIN FZD6 GAB1 GIMAP6 GIMAP8 GLUD1 GPHN GPR65 HDAC2 HECA HEMK1 HGFAC HLCS HLF HMGA2 HNRNPH1 HOOK1 HOOK2 IGKC IKBKB IL12RB1 IL15 IL18RAP ITGA4 ITGB2 KALRN KANSL3 KAT6A KIF2A LAX1 LRP5 LRRC49 MAGEH1 MAMDC2 MAN1C1 MAP3K8 MB21D2 MECR MEX3B MFNG MIEF2 MIER3 MN1 MOB1B MS4A6A MTSS1 N4BP1 NAP1L3 NCAPG2 NDUFS2 NKAP NKX2-3 NLRC3 OOSP2 PAFAH2 PAK1 PARL PBLD PDCD2 PDE7B PFKM PITX2 PLPP6 PNPLA8 POLR3G PSD3 PSIP1 PTBP2 PTCD3 RAB23 RAB32 RAI2 RAP2A RDH5 RECK RETREG1 RFTN2 RHBDF1 RHOB RICTOR RIPOR2 RNASE4 RNF114 RNF149 RNF169 RNF24 RSRC2 RYBP SAV1 SBSN SCML2 SLC24A3 SLC26A6 SLC30A4 SLC35G1 SLC36A4 SLF2 SMAGP SMIM3 SMPDL3A SNX29 SOS1 SPOPL SPTY2D1 STAR STARD7 STAT2 STX4 TAFAZZIN TBC1D32 TBXAS1 TECPR1 TENT5A TEX9 TFAM TIRAP TLE6 TMCC3 TMEM106B TMEM17 TPD52 TUG1 UPF2 VEGFC WNT5B WRNIP1 ZC3H14 ZFP36L2 ZNF146 ZNF281 ZNF512 ZNF770 ZNF81 ZNF878 ZSCAN26 ZYX GSE7568_CTRL_VS_3H_TGFB_TREATED_MACROPHAGES_WITH_IL4_AND_DEXAMETHASONE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7568_CTRL_VS_3H_TGFB_TREATED_MACROPHAGES_WITH_IL4_AND_DEXAMETHASONE_DN ACBD4 ACTR1A ACTR8 AKAP10 ANAPC4 ANKLE2 ANKRD13C ANKRD28 ANKRD49 AP1AR AP3B1 ARHGAP26 ATG2B ATG4C ATG5 ATP13A3 B3GALT2 BCOR BLOC1S5 BRD3 BRF1 C2CD2 C2orf42 CAMSAP1 CARNS1 CCNB1IP1 CDK16 CDKAL1 CEP95 CERS6 CETN2 CHD3 CHD8 CLDND1 CNNM3 CORO1C CRY2 CSK CXCR6 DCUN1D4 DNAI4 DRAM2 DYRK1A ECPAS EEIG1 EHMT2 EPS15 ERCC6 EXD2 FBXO28 FBXO45 FBXW7 FLNA GABRA4 GCC2 GMPR2 GOLGA3 HAUS6 HEXB HIPK1 HIPK3 HUS1 IFT52 IL6R KLF12 LIN9 LRRC66 MACF1 MANEA MAP3K3 MBTPS1 METTL8 MGAT5 MRPL4 MSI2 MTR NAA16 NEMP2 NF2 NISCH NRBP2 NUP214 OLFML3 PABIR1 PANK2 PARN PARP6 PDCL PDE4B PDE4D PHF2 PHF20L1 PHLPP1 PIGM PKD1 PLCG1 PLXNA1 PMAIP1 PPP2R2A PRDM9 PRKAR2B PRKX PSME4 PTAR1 RAB23 RB1CC1 RBM27 RBM33 RFLNB RFX1 RFX7 RICTOR RIPOR2 RNF103 RNF25 RNGTT RNPEPL1 RO60 ROCK2 RPRD1A RPRD2 RTN4 SERINC1 SF1 SGF29 SIK3 SKIC3 SLAMF6 SLC25A27 SLC35E1 SLC35E3 SPHK2 SPP1 STAR STAT3 STAU1 STRIP1 SVIL SYDE2 SYT17 TAGLN2 TCF7 TCP11L2 TECPR1 TGFBR3 TIA1 TLR6 TMEM63B TMEM67 TMEM86B TNFRSF14 TNRC6A UHMK1 USP22 USP4 VPS50 WDR76 WDSUB1 YPEL5 YTHDC2 ZAN ZDHHC4 ZDHHC9 ZFR ZIK1 ZMYM5 ZNF318 GSE7568_CTRL_VS_3H_TGFB_TREATED_MACROPHAGES_WITH_IL4_AND_DEXAMETHASONE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7568_CTRL_VS_3H_TGFB_TREATED_MACROPHAGES_WITH_IL4_AND_DEXAMETHASONE_UP ABHD14B AFAP1L2 ALPK3 APLN APOM APRT ARHGAP23 ARHGAP44 ASIC5 AVP B4GALNT2 BUB1B C1QTNF2 CAMKV CASZ1 CDKN2A CDKN3 CEP112 CFC1 CHAT CHRNA9 CHRNB3 CKB CKMT2 CLDN18 CNN3 COL9A2 COMMD3 CST7 CUBN DBNDD2 DCPS DDX24 DIO2 DNMT1 DNMT3B DSCAM DUSP29 EFCC1 EMX2 ERP27 EVC2 F2RL3 FAM184B FDX1 FGF23 FGFR4 FGR FLRT1 GAL3ST1 GDF6 GNG3 GPN2 GPR87 GPX1 GSTP1 GTF2H4 H2AC4 HDAC11 HDHD5 HEBP2 HOXC6 HPCAL1 HSH2D ISCA2 ITGA2B KCND3 KIF17 KRT14 KRT23 KRT7 KRTAP11-1 LBH LCMT2 LGI4 LHFPL1 LMOD3 LY6D MALL MARCO MIR199B MIR200A MIR326 MIR497 MRS2 MVD NAT8B NDUFA8 NEURL1B NKX3-2 NR0B2 NRSN1 NT5C ODF3L2 OGFOD2 P3H3 PALM PAX7 PDGFD PDLIM1 PFDN6 PITPNM3 PLD2 PLEKHG3 PLEKHH2 PROCA1 PROK2 PRSS43P PSMB9 PSMC3 PTPRT RAB7A RDH12 REC8 RIPPLY3 RPL22 RSAD1 S100A9 SAMSN1 SEMA4A SERINC2 SFN SGPP2 SIAH2 SLC1A2 SLC34A2 SLC6A7 SLITRK2 SNAP91 SOD1 SOHLH1 SOHLH2 SOX3 SPATA17 SPINK2 SPRR4 STEAP2 SYNE4 SYTL4 TARM1 TBX20 TBX3 TINAGL1 TMEM132B TMEM51 TMEM82 TOP2A TREH TRIM31 TRO TSEN54 UBE2J2 UROC1 XIRP1 ZFYVE9 ZSWIM2 GSE7568_IL4_TGFB_DEXAMETHASONE_VS_IL4_TGFB_TREATED_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7568_IL4_TGFB_DEXAMETHASONE_VS_IL4_TGFB_TREATED_MACROPHAGE_DN ACAP2 ACD ADORA2A AKIRIN1 AKT3 ALDH3A2 ANTKMT AP3B1 ARL15 ARL4D B2M BBX BCAS3 BRWD1 C19orf38 CAPN1 CD28 CD53 CEP97 CFLAR CHMP1B CLEC2D COMMD10 COQ10A CRTC3 CRYZL1 CXCR6 CYB561A3 CYBA CYTH4 DCP1B DCTN4 DNAAF5 DNAJB13 DNAJC3 DNASE1L1 DNMT3L DPM2 DPP8 DUSP2 DYNC1I2 EDEM3 EMB EPC1 ERMP1 EYA2 F2R F2RL2 FBXL3 FBXO25 FBXO4 FCER1G FHIP1B FRAT1 FUCA1 GADD45A GARIN3 GCNT3 GIMAP5 GNA15 GNAL GNG10 GNPDA2 GOLM1 GPR160 GPX8 GTF2A1 H2BC21 HACE1 HP1BP3 HS3ST3B1 ICAM1 ICE1 IFIT2 INSIG2 INSYN2B IRF1 ITGAM ITPKB ITPR2 KDM5B KMT5B KRIT1 LASP1 LMBRD1 LRRC8C LYN MAF1 MBP MED13L MFAP3 MFSD1 MOB1A MPPE1 MRPL33 MS4A7 MSRB1 MXD4 NCF4 NDUFA1 NFATC3 NIN OSBPL3 PFDN5 PGM2L1 PHF21A PIK3C3 PLCB2 POLK POLR3C PPP4R3B PRKACB PRKCD PXMP4 PYGO2 RABGAP1L RAP1GAP2 RELL1 RIPK1 RNF103 RNF214 RTN4RL1 SECISBP2L SERINC1 SERINC3 SIDT2 SIKE1 SLC25A14 SLC2A3 SLC35B4 SLC35D2 SMPD2 SNAPC5 SNTB2 SNX14 SORL1 SRGN SSH2 SSR3 ST8SIA4 STRADB STXBP2 SUB1 SYNJ1 TAPBPL TAX1BP1 TBC1D10C TBC1D8B TBCEL TCP11 TLN1 TMEM170A TMEM62 TMF1 TMSB4X TMTC4 TNFAIP3 TNIK TRAPPC4 UBAP1 UBR2 UIMC1 VGLL4 VPS26B VPS28 VPS37B VPS41 VRK3 WDR7 ZC3H11A ZDHHC20 ZMYM5 ZMYND11 ZSWIM6 ZZEF1 GSE7568_IL4_TGFB_DEXAMETHASONE_VS_IL4_TGFB_TREATED_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7568_IL4_TGFB_DEXAMETHASONE_VS_IL4_TGFB_TREATED_MACROPHAGE_UP AARSD1 AHSA1 AKAP1 ALDOA ALKBH5 AMD1 BAG2 BARHL1 BBS7 BCAT1 CCNH CCR7 CCT8 CD81 CDC20 CENPS CEP83 CHST2 CLASP1 CRLS1 CTNNAL1 DCTD DDX39A DHX38 DNAJA3 DNAJC27 DYNLL2 DYNLT3 EFTUD2 EIF1AX EIF2B3 EIF3G EIF4G1 ELAC2 EMC4 ERH ERLIN1 FASTKD3 FRMD4B FUBP1 G3BP1 GCN1 GCNT1 GCSH GDPD1 GFPT1 GRSF1 GRWD1 GUF1 H2BC1 H4C14 HAT1 HNRNPDL HPDL HSD17B12 HSP90AA1 HUS1 IARS1 INTS3 KLHDC4 LIF MAGOHB MARCKS MCPH1 MDC1 METAP2 MFSD2A MORN4 MRM3 MRPL17 MRPL23 MRPL38 MRPL46 MRPL49 MRPS25 MRPS31 MRPS7 MTREX MTSS1 NAA20 NAA38 NAF1 NARS1 NAT10 NDUFA12 NEFH NEK6 NETO2 NIFK NIP7 NOC4L NOMO1 NSFL1C NT5DC3 NUDT1 NUP188 NUP43 ODF3L1 OXSR1 PCDHB6 PDHX PES1 PFKP PHF5A PNO1 POLR2C POLR2D POLR3E PPIE PPM1G PPP1R7 PPWD1 PRDX3 PREP PSMB6 PSMC4 PSMD3 PSMD7 PYCR3 QTRT1 RARS1 RARS2 RBM26 RBM28 RBM34 RFC2 RPL10 RPL28 RRP8 RWDD4 S100A5 SHMT1 SHMT2 SLC12A2 SLC31A1 SLC3A2 SMYD2 SND1 SNRPA1 SNRPD1 SPATA24 SREK1IP1 ST7 SYPL1 TACC2 TADA2A THAP7 THOC3 TIMM23 TMEM11 TMEM184B TMEM209 TMEM97 TNPO1 TPST1 TRMT1 TRMT6 TXN2 TYSND1 TYW3 UBAP2L UTP15 UTP3 VARS1 VDAC1 WARS1 WDR36 WDR75 WIPI2 XRCC5 YBX1 ZC3H8 GSE7568_IL4_VS_IL4_AND_DEXAMETHASONE_TREATED_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7568_IL4_VS_IL4_AND_DEXAMETHASONE_TREATED_MACROPHAGE_DN ACVR2A ALAS2 ANKRD44 ANXA1 ASH1L ATF7 ATP10D ATP8A1 BRWD1 BTBD9 BTG1 CALHM6 CAMSAP2 CBLB CCDC107 CCND2 CDC37L1 CDK8 CGA CLIC5 CNTN2 CRIM1 CRY1 CX3CR1 CXCR6 CYFIP1 CYP27A1 DAD1 DGUOK DIP2B EIF4E3 EIF4G3 EIF5 ELOVL7 EML5 ERCC5 ERICH5 EXOC6B F2R F2RL2 FBXL17 FCGRT FHIP1B FILIP1L FRAT1 FXYD5 GABBR1 GGNBP2 GNA11 GNL3 HCST HIGD1A HM13 HSD17B11 HSD17B8 IFIT3 IFITM1 IKBKB IL18RAP IL7R INPP4B INSR INSYN2B ITGA1 ITPR2 JAK1 KCNK16 KCTD19 KDM7A KIF26B KLRC1 L3MBTL3 LAPTM4A LINC-PINT MCCC1 MEOX1 MGST2 MLXIP MSS51 MTA3 MYCBP2 NCALD NEIL2 NEURL3 NIBAN1 NPFF NR1D2 NUDT16 OGT PAPPA2 PARP16 PCID2 PCMTD1 PDE2A PDE7A PELI1 PFDN5 PGPEP1 PHETA1 PIK3IP1 PITPNC1 PKHD1 PLCB2 PPCDC PPCS PPM1J PPP1R12A PPP1R9B PTTG1 RFX1 RHBDF2 RNF185 RTN4RL1 S100G SAMHD1 SGMS1 SLC14A1 SLC20A1 SLC2A9 SLC31A2 SLC35D2 SLC38A9 SLC49A4 SLCO3A1 SOCS3 SOCS5 SORL1 SSBP2 SURF2 SYNJ1 TCP11L2 TCTN3 TDRD9 TMEM42 TMEM50A TMOD4 TNRC6C TRIM2 TRMT61B TTC19 UBN2 UNC79 USE1 VIPR1 XAF1 XYLT1 ZC3H18 ZCCHC7 ZDHHC20 ZMYND11 ZNF394 GSE7568_IL4_VS_IL4_AND_DEXAMETHASONE_TREATED_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7568_IL4_VS_IL4_AND_DEXAMETHASONE_TREATED_MACROPHAGE_UP ACSL5 ADD1 ALG8 ALYREF ANP32E AP2B1 API5 ARHGDIA ATP5F1A BARD1 BCAT1 BLMH BSPRY BUB1 CALM3 CBFB CCDC18 CCDC34 CCDC50 CDCA5 CDK4 CDKN2C CENPC CENPI CHEK2 CHMP2A CIT CKS2 CLDND1 COX5A COX6B1 COX7A1 CWC15 CXCR4 DBI DEK DEPDC1 DLD DNAJB11 DNPH1 DPY30 DSCC1 DSN1 E2F3 ECH1 EEF1G EHD1 EIF1AX EIF2S2 EIF3C ELOF1 ENDOD1 EPRS1 ESPL1 FAM111A FAM72A FANCB FIGNL1 GARS1 GINS3 GINS4 GLA GLTP GMNN GNAI2 GNPNAT1 GTF2H5 H1-2 H4C9 HAUS8 HNRNPC HROB HSPA5 IFT27 IL1RL1 IPO5 IPO8 KCTD9 KIF24 KLHDC10 KMT5A KNTC1 KRT13 LANCL2 LARP7 LCP1 LGALS1 LIG1 LRR1 LSM2 MAD2L1 MAGOH ME2 MED23 MIPEP MIS12 MME MNS1 MROH2A MRPL42 MRPS21 MYL11 NCAPG2 NDUFA2 NDUFAF2 NDUFS8 NEIL3 NEK2 NELFCD NMRAL1 NSF NUCKS1 NUP155 ORC6 PABPC1 PCBP1 PGD PGK1 PLK4 PLPP3 PMM1 POC1A POLA2 PPIA PPP4C PRPF40A PSAT1 PSMA6 PSMB5 PSMC3IP PSMD8 PSMG1 PTPN6 RACGAP1 RAD18 RANGAP1 RBBP7 RBM34 RBM44 RFC2 RPS2 S100A10 SARS1 SF3A3 SGO1 SIVA1 SPATA24 SPDL1 TAF2 TAF5 TAF6 TDP1 TIMELESS TK1 TMEM218 TOMM6 TRPC4AP TUBA1A TUBB2A UBE2S UBE2T UGDH UHRF1 UQCRC1 VDAC3 WDHD1 WDR1 YBX1 ZBTB8OS ZCCHC8 ZFP69 GSE7568_IL4_VS_IL4_AND_TGFB_TREATED_MACROPHAGE_24H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7568_IL4_VS_IL4_AND_TGFB_TREATED_MACROPHAGE_24H_DN AAAS AARSD1 ACACA ACOT7 ACSL1 ADI1 AGPAT3 AHCTF1 AKAP1 AKAP8 AKT1 ALAD ALG3 ALKBH5 AMD1 ARFIP2 ARL6IP4 ATP13A3 ATPAF2 ATXN7L2 BAG2 BANF1 BCLAF1 BOP1 BPIFB3 C1QBP CALR CANX CCND2 CCND3 CCR4 CD81 CDC26 CDV3 COQ5 CRYZ CUTA CXCR4 DAZAP1 DCAF1 DDX39A DENR DNAJC2 DNAJC24 DPAGT1 DPY30 DTD1 EFTUD2 EIF1 EIF4G1 EIF6 ERLIN1 EXOSC1 FAM222B FAM98A FARSA FASTKD3 FOXK2 FPGS FUBP1 FUT7 GCNT1 GCSH GET1 GFM1 GFPT1 GSR GTF2F2 GUK1 GZMA HADH HASPIN HMGCS1 HOXA5 HPDL HSD17B12 HSF1 HSF2 HSPA4 HUS1 IMPDH2 INSIG1 INTS7 IPO11 KAT2A KLHDC4 KPNA3 KRTCAP2 LIPT2 MAOA MAPK1IP1L MCM10 MCPH1 MFSD2A MGAT4A MICAL3 MLH1 MRPL17 MRPL18 MRPL23 MRPL36 MRPL49 MRPL50 MRPS12 MRPS15 MRPS31 MRPS7 NAA20 NAF1 NDUFAF1 NDUFS5 NEFH NIFK NMD3 NOC4L NOL11 NOL8 NOMO1 NOP10 NUDCD1 NUP43 PALS2 PCNP PDCD2L PFDN6 PHAX PHF5A PIM1 PLK3 PLP2 POLR1A POLR2C POLR2K POLR3D PRELID3B PREP PRMT7 PSAT1 PSMB3 PSMC4 PSME3 QTRT1 RABGGTB RAD51AP1 RANBP1 RANGAP1 RARS1 RARS2 RBM28 RCL1 RNU12 ROGDI RPL30 RPL36 RWDD1 RWDD4 SCARB1 SLC16A6 SLC30A5 SLC39A6 SMYD2 SNUPN SREK1IP1 SRP68 SSR1 ST14 SUCLG2 TADA2A TCERG1 TFDP1 TGFBR3 THOC3 TMEM11 TMEM97 TNFRSF8 TPST1 TRIP13 TSEN2 TTC27 TUBB2A TXN2 TXNL4A UHRF1 USP36 UTP20 ZBTB7B ZC3H18 ZWINT GSE7568_IL4_VS_IL4_AND_TGFB_TREATED_MACROPHAGE_24H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7568_IL4_VS_IL4_AND_TGFB_TREATED_MACROPHAGE_24H_UP AKT3 ALDH3A2 ALDOC ANKRA2 AP3S1 ATP6V1G3 B2M BMAL1 BPTF BRWD3 BTD BTLA C19orf38 CCDC18 CDC42 CEP97 CFLAR CHD8 CHD9 CHMP1B CIR1 CLINT1 CMC1 CRYZL1 CWC15 CYB5R4 CYTH1 DDIT4 DDT DMXL1 DOP1B DPY19L3 DYNLRB1 EEIG1 EIF3H EPHX1 ERGIC3 ERLEC1 ERMP1 EXOC2 EZH1 FAM120B FBXL3 FBXO25 FBXO4 FCHSD2 GIMAP5 GIT2 GNPDA2 GOLM1 GPR174 GRK6 HACE1 HDAC8 HELZ HEXA HEXB HMBOX1 HMG20A HTATIP2 ICE1 IFT140 INSIG2 KDM5A KDM5B KMT5B KRCC1 LDLRAP1 LEF1 LEMD3 LIMK2 MADD MARCHF7 MBNL1 MBNL2 MDP1 MFSD1 MINDY2 MOB1A MYL11 NAT2 NCAPD2 NCF4 NEMP2 NIBAN1 NMB NSMCE2 P2RX7 PAPSS1 PARP11 PARP12 PARP3 PDCD6IP PDE3B PDLIM5 PDZD4 PHF21A PHIP PHYH PJA2 PLEKHA1 PML PPP2R5E PRKACB PRKCH PTGER2 PTPN11 PTPRE RAPGEF6 RFX3 RGP1 RIMOC1 RIPK3 RNF103 RNF125 RNF138 SAMD3 SCAPER SCARB2 SCML4 SERINC1 SERTAD3 SIDT2 SLC12A7 SLC35B3 SLC35D2 SLCO3A1 SMAP2 SMG1 SORL1 SPACA1 SQSTM1 SUPT20H SYNPO SYNRG TAX1BP1 TBC1D8B TBRG1 TLN1 TMEM167B TMEM62 TNIK TRIM59 TSPAN13 TTF1 UBASH3B UBR2 UBXN7 USP25 USP28 USP8 UVRAG VAMP2 VPS26B VPS41 VRK3 WBP2 XIST XPR1 XRN2 ZBTB1 ZBTB20 ZCCHC7 ZDHHC20 ZFAND3 ZFC3H1 ZXDC GSE7596_AKT_TRANSD_VS_CTRL_CD4_TCONV_WITH_TGFB_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7596_AKT_TRANSD_VS_CTRL_CD4_TCONV_WITH_TGFB_DN ACY1 ACY3 ADH1A ALKAL1 ALOX12 ANKRD61 ANKRD7 ARL4C ASPRV1 AVP BPIFB1 C19orf38 CBLIF CCDC136 CCL4 CD109 CDH5 CDHR2 CHAC1 CHRNB3 CMTM3 CNBD1 COL15A1 COL4A4 CSRP3 CTDSPL CTSL DSCAM DYNC1H1 EARS2 EBI3 EFCAB9 EIF3K ENGASE EYA2 EZHIP FAU FGD6 GJA1 GNAI1 GOLGA7B GPR158 GPR183 GPR85 H2BL1P HAS1 HIPK4 HLF HMGA2 HOXB3 HS3ST3B1 IGHM IGSF9 IVD KCTD11 KLRG2 KRT19 LETM2 LIX1 LMX1B LRRN2 LSAMP LTB4R MARCHF1 MARCHF7 MARVELD1 MEF2C MIR219A1 MPP3 NAP1L5 NEK8 NKX3-1 NOP53 NRROS NRTN NSG2 NTN4 ODF3B OOSP1 PADI4 PALLD PDE9A PDK4 PGC PHEX POTEG PPP1R1A PROK1 PRRG4 RBM47 RNF39 RPS4Y2 RPUSD1 SCRT1 SDHC SEL1L3 SERPINE2 SH3RF2 SIX5 SMPX SNHG1 SNN SPINT4 SPRR2F STEAP2 TACR1 TBC1D1 TBX2 TEX15 TLE2 TMEM169 TMEM205 TMEM41A TMEM86A TMPRSS15 TMSB10 TNR TPD52 TRMT1 TRPM1 TSHZ3 TSPAN1 TTC16 TTC22 UPK3B WNT3 ZDHHC12 ZGLP1 GSE7596_AKT_TRANSD_VS_CTRL_CD4_TCONV_WITH_TGFB_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7596_AKT_TRANSD_VS_CTRL_CD4_TCONV_WITH_TGFB_UP ACTA1 ACTR3 ACTR8 ADCY7 ADNP2 AGPAT4 AHR AKAP9 ALDH16A1 ALKBH6 ANGPTL2 ANKRA2 ANKRD13D ANTXR2 APLP2 ARHGAP10 ATAD1 ATP2B4 ATP6V1A BAZ1B BLM C2CD2L CBR4 CCDC25 CCR9 CCZ1 CD274 CDK11B CDKN2C CENPJ CEP112 CEP350 CFAP36 CLDND1 CNNM4 COG4 CSNK1D CTSE CYBB CYLD DDX42 DDX46 DEGS1 DEK DGAT1 DHX36 ELMOD2 ESPL1 FUCA2 FYB1 GBP5 GINS1 GNAL GPR107 GPR52 H2AC8 HMMR HNRNPH2 ICOS IFT74 IKZF2 IL6ST INTS6 IPMK IQCB1 IRF1 IRF8 ITGAV IVNS1ABP JAK2 KBTBD7 KDM6A KIDINS220 KIF11 KIF1B LPGAT1 LRRC18 LRRC42 LRRC45 LSM10 LSM12 LY96 MAF MATK MDM2 MIR340 MTCP1 MTX3 MYNN N4BP1 N4BP2L2 NAA16 NEDD4 NEU3 NKTR NMRAL1 NOL8 NOM1 NSMAF NUDCD2 NXF2 OXR1 PAXBP1 PCYT1A PDE4D PDS5A PHF14 PICK1 PKN2 PNPLA8 PPOX PPP2R3C PPP4R3A PSME4 PTPRVP RAB11FIP4 RABGAP1L RB1 RBM45 RHBDD2 RNF103 RORA RUFY3 RWDD1 SEC62 SEPTIN7 SHCBP1 SLAMF6 SLC25A28 SLC28A2 SLC35G1 SLC43A1 SLMAP SMC5 SNRPE SNTB2 SNX9 TIAL1 TK1 TMEM67 TNFSF10 TOP2A TRIM33 TRIP12 TRPS1 TRUB1 TTC21B UBE2V2 UBL3 UCKL1 UPP2 WDR44 WDR83 XRN1 XRN2 ZCCHC2 ZCCHC4 ZFC3H1 ZKSCAN3 ZNF729 GSE7764_IL15_NK_CELL_24H_VS_SPLENOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7764_IL15_NK_CELL_24H_VS_SPLENOCYTE_DN ACTN1 ADGRE5 ADI1 AGO4 AHCYL2 AKIRIN2 ANAPC10 ANG ANK1 APOBEC3B ARHGAP30 ARHGEF12 ARHGEF18 ATP10D BACH2 BCL2A1 BCL9 BDH1 C9orf72 CAMK4 CCDC97 CD300C CD300LD CD3G CD4 CD72 CDC26 CDK2AP2 CELF1 CHFR CLCN5 COQ8A CPQ CST3 CTSZ CYTH1 DCTN5 DCUN1D1 DNAJC7 DYNLL1 EDEM1 EMG1 EP300 EPB41L2 EPOR ERO1B EVA1B FABP4 FAM53B FBRS FBXO33 FBXO38 FFAR2 FGFR1OP2 FRY FTH1 FTL FUOM FYB1 FZR1 GIMAP6 GPR35 GRAP HERC4 HIPK1 HMOX1 HSD17B11 HSH2D HSPBAP1 HUWE1 IFI27 IFITM2 IFRD2 IGF1 INSR INVS IP6K2 IRF5 IRF9 IRGM ITGA4 JAK1 JMJD1C KANSL2 KAT6A KLF2 KLF4 KLHL7 LTB4R MARCHF7 MARCKSL1 MAT2B MCL1 MCOLN3 MEFV METTL7A MINDY2 MLXIP MOB2 MRPS36 MS4A7 MT2A MTERF3 MXI1 MYL4 MYO1C NCOA3 NDST1 NINL NIPBL NUAK2 OTUD5 PACSIN1 PAG1 PARP1 PCK2 PDE7A PECAM1 PHIP PICALM PILRA PKD1 PLA2G12A PLCG2 PPARG PPP4R2 PRKCD PSMC6 PTPRO RAB3IL1 RABAC1 RAPGEF4 RASSF4 RBM5 RELCH RETREG1 RFLNA RGCC RGS19 RGS2 RIPOR2 RNF139 RNF167 RPL17 RPL36A RPL4 RPS4X RPS6 RSU1 SATB1 SDC1 SDCBP SELENOK SERINC1 SGK3 SIRPA SLC25A30 SLC3A2 SLC46A3 SMAD4 SMC4 SNAP29 SNHG6 SNX5 SORT1 SPOP SRSF6 STAMBPL1 STK17B STK38 STK4 STRN4 TFEC TFRC TG TGFBR3 TMA16 TMEM108 TMEM131 TMEM50B TP53INP1 TPCN1 TRIB2 TSPAN32 TUT7 TXNIP UBAP1 UNC93B1 UQCR10 UROD USP15 UVSSA WDTC1 XAF1 XKRX XXYLT1 YPEL3 ZFP36 ZNF280D GSE7764_IL15_NK_CELL_24H_VS_SPLENOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7764_IL15_NK_CELL_24H_VS_SPLENOCYTE_UP ADAT2 ADH5 AIFM1 ALDOA ALG5 AP1S1 APMAP ARL5B ARMCX3 ATP1B1 ATP5MK ATP6V1H ATP8B4 ATPSCKMT BLOC1S4 BYSL CABCOCO1 CAMK2N1 CASQ2 CASTOR1 CCDC102A CDC25A CDCA2 CDK5RAP3 CDK6 CDYL CEMIP2 CEP170B CHM CMSS1 CNPY4 COA7 COPS5 CPTP CRLS1 CRTAM CRTAP CTU1 CYP20A1 DCAF5 DDX20 DDX56 DGKI DIPK1B DPAGT1 DTL EGR2 EIF1AD ELOVL5 ELP5 EMC7 EME1 EMID1 ENKD1 ENTPD7 EXOSC7 EZH2 FITM2 GART GAS7 GCSH GDPD5 GEMIN4 GMPR2 GNB1 GNPDA1 GRWD1 GSC2 GSS GSTCD HACD1 HARS1 HAT1 HAUS6 HMGA1 HS3ST3B1 HSD17B12 HSPA9 ICOS IFITM10 IGFBP5 JKAMP KLHL4 KRTCAP2 L3MBTL2 LARS1 LDAF1 LIG1 LMF2 LYRM4 MAGED2 MAGT1 MAPK3 MAPRE2 MBTPS2 ME2 MESD METRNL MRPL18 MSL3 MTBP MTREX MVD NCBP2 NCBP3 NDFIP1 NDFIP2 NDUFA9 NDUFC1 NGDN NIFK NKAPD1 NLRC3 NR2F6 NRARP NRIP2 NRXN1 NUP205 OPLAH PALD1 PANK1 PDP1 PGGHG PIGF PIM2 PKM PLEKHA5 PLEKHA8 PLPP2 PLRG1 POLDIP2 POLR2B POLR3G PPP1R12A PPP3CC PRADC1 PRMT5 PRODH PRPF6 PRR3 PRR36 PSMC2 PSMD2 PTPN9 RABEPK RAN RECQL RGS16 RNF121 ROMO1 RRP15 RTTN RXRA SDF2L1 SIRT3 SLC19A1 SLC25A1 SLC35B4 SLC35G1 SLC7A1 SLCO4A1 SMAD1 SNIP1 SPRYD7 SPTLC1 ST6GALNAC4 STMN1 STXBP5 SURF6 TAMALIN TARS1 TBC1D7 TBRG4 TDP2 TEX9 THYN1 TIMM29 TMEM101 TMEM109 TMEM241 TP53BP1 TPI1 TTC5 TUBA8 TXK TXNRD3 UAP1L1 UMPS USP20 VAT1 VMA21 WDR18 WDR5 YIF1A YIPF2 YKT6 ZCCHC17 ZHX1 ZWILCH ZWINT GSE7764_IL15_TREATED_VS_CTRL_NK_CELL_24H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7764_IL15_TREATED_VS_CTRL_NK_CELL_24H_DN ABCA1 ABCB1 ABCG1 ABTB3 ACAP2 ACP5 ACSS1 ACSS2 AFMID AGO4 AKAP5 ALDH1B1 ALDH3B1 ANKRD50 APBB1IP APOBEC2 APOE AR ARHGAP6 ARHGEF18 ARSG AS3MT ATOSA ATP10D ATP6V0A1 ATXN7 B3GNT5 BACH2 BAZ2A BCL11B BMT2 C1QL3 CAMK2D CARNS1 CAV1 CBLN1 CD200R1L CEP164 CFAP210 CITED2 CMA1 CNRIP1 COX6A2 CPEB2 CPNE5 CPNE7 CRACDL CREB3L2 CREBBP CRHR1 CSRNP2 CTSE CX3CR1 CXCR4 CYP39A1 DCDC2B DDIT3 DHRS3 DNAH8 ELOVL7 EPAS1 EPHA1 EPS8L1 ESYT2 FAM219A FBXO32 FCGR2B FHIP1B FHIT FOS FOXO3 FOXO4 G0S2 GLUL GNAZ GNB5 GPRC5A GSAP H2BC3 HIVEP2 HOXB4 ICA1L IFIH1 IFIT1 IL7R IMPACT IQSEC3 IRF7 ITGA4 KANSL1L KCNIP3 KCTD12 KCTD18 KDM3B KDM7A KIF1B KLF12 KLF2 KLF3 KLHL29 KRBA1 KRTAP11-1 L3MBTL3 LEF1 LINC01160 LYST MACIR MAG MARCHF3 MARCKS MED13L MIR99AHG MLLT3 MPEG1 MSR1 MXD1 MYBPHL NAP1L5 NCALD NCK2 NCKAP5L NHSL2 NOSTRIN NOXO1 NPAS2 NPY1R NRCAM OXR1 P2RX4 PCMTD1 PCMTD2 PCYT1A PDE5A PHACTR3 PHYHIPL PLCB4 PLVAP PLXNC1 POU5F2 PRKCA PRKCE PSD2 PTGS1 PTH1R PTPDC1 PTTG1 RAB11FIP5 RAB12 RBAK RBM11 RFX5 RICTOR RIPOR2 RRM2B RSAD2 S1PR1 S1PR5 SELP SERPINA4 SERPINI1 SLAMF6 SLC38A9 SMARCD3 SPO11 STRA8 STX17 SUSD1 SYNE1 TCP11L2 TET1 TET2 TFPI2 TMEM14A TMEM242 TMEM71 TMTC1 TOB1 TRIP4 TRPS1 TSGA10 TSKS TSPAN32 TTC12 TULP4 UPB1 USP17L2 USP33 UTRN VSIR WFIKKN2 WLS XDH YAP1 ZBTB10 ZBTB20 ZER1 ZIC4 ZNF274 ZNF493 ZYG11B GSE7764_IL15_TREATED_VS_CTRL_NK_CELL_24H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7764_IL15_TREATED_VS_CTRL_NK_CELL_24H_UP ABCF2 ADGRG3 AGK ALG3 ALYREF ANKLE1 APOO ARHGAP11A ARL6 ARMT1 ARPC4 ASF1B ATAD2 ATAD5 ATIC AURKA BABAM2 BIRC5 BLTP3A BRCA1 BRCC3 BZW2 C5orf15 CALU CARNMT1 CCNA2 CDC123 CDC25A CDC25C CDC45 CDC6 CDCA2 CDK7 CDKN2C CENPF CENPJ CETN3 CHADL CINP CIT CKAP2L CLSPN CMSS1 CMTR1 COMMD10 COPS5 CRLS1 CRTAP CTR9 DDX20 DEPDC1B DGCR6 DKC1 DNA2 DPAGT1 DUS2 E2F3 E2F8 ECE2 EIF1AD ELAVL1 EME1 ENKD1 ERRFI1 EXOSC2 EZH2 FAM111A FAM174C FAM234B FMR1 GEMIN4 GMPR2 GOT1 GPSM2 GRWD1 GSTCD HAUS1 HAUS5 HAUS6 HAUS7 HDAC3 HELLS HELQ HNRNPH2 HROB HSD17B7 HSPA14 IARS1 ILF2 IPP KIF20B KIFC1 KPNA1 L3HYPDH LAP3 LSM5 MAGOHB MASTL MBD4 MBNL3 MCM3 MEMO1 METAP2 METTL14 MID1IP1 MIS12 MOAP1 MPHOSPH10 MRM3 MRPS18B MTBP MTFP1 MTHFD2 MVD MYBL2 MYCN NANP NAT10 NBN NCAPG NEK2 NFX1 NOP2 NOP9 NQO1 NUBPL NUSAP1 OSGIN2 PARP2 PATL1 PCGF6 PCLAF PIM2 PKM PLAA PLK4 PLRG1 POLE3 POLR3E POLR3G PPAT PPP5C PRKAR2A PRPS1 PTGER3 PUS3 RAD1 RAD54L RBMX2 RCC1L RCC2 RGS16 RPP40 RUSF1 SAE1 SCARB1 SEMA6D SLC25A1 SLC29A1 SLC31A1 SLC7A5 SLC9A2 SNX7 SOCS1 SPRED1 STK39 SYNCRIP TARDBP TBC1D7 THUMPD2 THYN1 TIMM10 TIMM21 TIMM9 TM9SF4 TMEM101 TMEM107 TMEM201 TMEM39A TMEM97 TOP2A TP53RK TRIAP1 TSPAN4 TYMS UAP1 UBE2C UBFD1 UMPS URB1 USP5 UTP4 WDR4 WDR43 WDR74 WDR89 WEE1 XRCC3 ZWILCH ZWINT GSE7764_NKCELL_VS_SPLENOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7764_NKCELL_VS_SPLENOCYTE_DN ACKR1 ACP5 ADAM15 AIM2 ALDOC ALG8 ALOX12 ALOX5AP AMZ2 ANK1 ANKRA2 APIP APOL2 ARF5 ATIC B3GNT5 B3GNT8 BABAM2 BDH1 BFSP2 BIRC6 BLK BTK CCNF CCR7 CD19 CD2AP CD38 CD3E CD3G CD5L CD79A CD81 CDH17 CDK2AP2 CECR2 CENPF CEP41 CHFR CLCN3 CLEC4A CLTC CMTR1 COPS4 COQ2 COX8A CTLA4 CTSO CXCR6 CYBB CYP4F3 DCTN5 DGKA DYRK3 EIF2AK1 ELF1 ELL3 EPB41L3 EPHX1 EPOR ERLIN1 FABP4 FBXO34 FCGR1A FCGR2B FCGR3A FIS1 FN3K FZR1 GALNT9 GATM GOLM2 GOT1 GPBP1L1 GPCPD1 GPD1L GPR83 GSTM3 GTF2A2 GYPC HADHA HLA-DMB HLA-DOA HPGD HS3ST1 ID3 IRF4 KIAA0930 KIF23 KLHL7 LGALS9B LGMN LY6D LY6E MAFG MAX MED12 MED13 MERTK MFSD14B MIF4GD MITD1 MKI67 MS4A7 MTA2 MTSS1 MXI1 MYO5A NANP NAPA NCF2 NDST1 NEK2 NINL NPM3 NUP43 NXPE4 P2RY6 PABPC4 PECAM1 PHPT1 PHYHD1 PKIB PLCG1 PLEKHO1 PLEKHO2 PLIN3 PLXNC1 PPARGC1B PPME1 PPOX PPP1R18 PPP1R8 PRMT1 PRPS1 PTPRM PUS3 PXK RAB30 RABAC1 RANBP9 RAPGEF4 RB1 RBM38 RCBTB1 RMND1 RNF139 RPE RPS19 RSL1D1 SAMD11 SASH1 SERTAD3 SGMS1 SHCBP1 SHOC2 SIGLEC10 SIRPB1 SLC17A9 SLC29A1 SNX30 SNX8 SNX9 SPC24 SRFBP1 STAP1 SVIP SYMPK SYNCRIP TECR TMEM108 TMEM123 TMEM184C TMEM50B TMEM64 TMEM86A TNFAIP2 TNFAIP8 TNFRSF13B TOP2A TP53I13 TRIB2 TRIM34 TRIM44 TSPAN31 TTC9C TXNDC16 TXNRD2 TYMS UBAP1 UQCRHL URI1 UTP4 WDFY2 WDR74 XAF1 YPEL3 YWHAZ ZFP62 ZNF395 GSE7764_NKCELL_VS_SPLENOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7764_NKCELL_VS_SPLENOCYTE_UP ABCB1 ABCD3 ABI2 ABTB3 AFDN AGTRAP ANKRD50 ANXA2 APMAP ARFIP1 ARHGAP9 ARMCX2 ARSB AS3MT ASCC2 ATP10A ATP1B1 ATP8B4 BAIAP3 BMPR2 C14orf28 C1orf21 C5orf22 C8orf58 CAB39 CAMK2N1 CAPN2 CASP9 CCR2 CD244 CD96 CDC42EP3 CDCA7L CEP164 CHM CHPT1 CHSY1 CISD3 CLDN12 CMKLR1 CNMD CRACDL CRTAM CXCR3 CYP24A1 DAB2IP DCTN6 DNMT3A DSP ELOVL6 ELOVL7 ERI2 EYA1 FAM81A FASLG FBXO28 FKBP10 FOSL2 FZD5 GAB2 GAB3 GAN GEM GPRIN3 GPSM1 GRK5 GSAP GSTM5 GZMB HAUS3 HSPA1L IL18R1 IL18RAP IPO11 IQGAP2 ITGAX JKAMP KCTD9 KHDC1L KIFC3 KLF12 KLF6 KLHL4 KLRC1 KLRD1 KLRG1 L3MBTL2 LEAP2 LGALSL LPIN1 MAPRE2 MBTPS2 MCAM METRNL MFSD6 MGAT5 MMD MON1B MPP7 MUL1 NCK2 NCR1 NDNF NIPAL1 NKG7 NLRC3 NOD1 NTNG1 OCA2 OLFM1 P2RY14 PDP1 PHACTR3 PHF13 PIK3CB PIM1 PKP4 PLEKHA5 PLEKHF1 PLOD2 PLSCR1 PLSCR4 PPM1J PREX1 PRF1 PRR5L PTGER4 PTGFR PTPDC1 PTPN4 PTPRE PXYLP1 RAB19 RAB27B RAP1GAP2 RAP2A RAPH1 RHOC RNF121 RNF128 RNF157 RNF43 RUNX2 RUNX3 S1PR5 SEC24D SEMA4A SEMA4C SLC25A46 SLC51A SMAD1 SMAD3 SMARCD3 SNX18 SNX33 SP4 SPACA9 SPO11 SPRY2 SSMEM1 STXBP2 STXBP5 SYT11 SYTL2 TAF13 TAMALIN TATDN1 TCF20 TET1 TIRAP TM7SF3 TMEM35B TMEM37 TNFSF14 TRIM68 TRIP4 TSHZ3 TSPAN5 TTC39C TTF1 TULP4 TXK UBASH3B UGCG UGDH USP20 USP47 VEGFC VPS26B VPS33B VPS36 VSIR WDR37 YES1 YPEL1 ZBTB10 ZBTB20 ZFP3 ZMAT2 ZNRF3 GSE7768_OVA_ALONE_VS_OVA_WITH_LPS_IMMUNIZED_MOUSE_WHOLE_SPLEEN_6H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7768_OVA_ALONE_VS_OVA_WITH_LPS_IMMUNIZED_MOUSE_WHOLE_SPLEEN_6H_DN ABR ABTB2 ADHFE1 AGO3 AGPAT4 AHR ALPI ANP32A ATG9A BTBD7 BTG2 CASP4 CCDC88B CCL4 CCL5 CCL7 CCNL1 CCR9 CCRL2 CD14 CD274 CD38 CD44 CERS6 CLDN1 CLEC2D CLN5 COP1 CRLF3 CTRL CXCL1 CYBB DLGAP4 DNAJA2 DOCK10 DSE DTWD1 DUSP16 EDN1 EEIG2 EHD1 ERICH6 FAM20C FCGR2B FCRLB FLRT3 FOXP1 FRMD6 GBP2 GBP3 GBP5 GCH1 GNA13 GPD2 GRIA1 GSAP GTF2B GTF2F1 HBS1L HCAR2 HCK HEATR6 HIVEP3 HOOK3 HS3ST3A1 ICAM1 ICAM4 ICOSLG IFT57 IGSF6 IKZF5 IL12B IRAK2 IRF1 KBTBD2 KCNA3 KLF7 LMBRD1 LMO4 MALT1 MAMLD1 MAP3K5 MAPK6 MAPKAPK2 MCOLN2 MED13L MED21 MEFV MEX3C MITF MOCS1 MVP MX2 MYD88 MYOT NALF2 NCK1 NCKAP5 NDFIP2 NFE2L2 NFKB1 NFKBIA NFKBIE NFKBIL1 NFKBIZ NINJ1 NLRP3 NOD1 NOTCH2 NUP54 NUPR1 OLR1 PALS1 PDE4B PDYN PIK3R5 PIK3R6 PLAUR PLEK PLSCR1 PNRC1 PPFIBP1 PSMD10 PTAFR PTGER4 PTGS2 PTPRE RALGDS RAPGEF2 RBM7 RC3H1 REL RELB REXO4 RFFL RGL1 RHBDF2 RHOU RND1 RNF14 RNF19B RNF2 RNF6 RRS1 RSAD2 SAMD9L SAMSN1 SBDS SCN4A SDE2 SEPTIN11 SKIL SLC49A4 SLC4A7 SQSTM1 SRFBP1 ST3GAL1 STIM2 TANK TBC1D2B TFEC TMEM168 TMEM200B TNFAIP2 TNFSF15 TRAF1 TREH TRIM13 TRPS1 UBE2F GSE7768_OVA_ALONE_VS_OVA_WITH_LPS_IMMUNIZED_MOUSE_WHOLE_SPLEEN_6H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7768_OVA_ALONE_VS_OVA_WITH_LPS_IMMUNIZED_MOUSE_WHOLE_SPLEEN_6H_UP ACER3 ADAMTS10 AGA AKAP7 ALMS1 AMACR AP2A2 APOBEC1 ARHGAP25 ARHGEF7 ARL11 ARL4C BAZ1B BHLHE41 BLOC1S2 BLOC1S3 BRIP1 BTBD19 BUB1B C5AR2 CASP9 CCDC163 CD200R1 CD300LB CDC25B CDCA7 CEP68 CEP95 CFAP20 CLIC1 CLIP2 CLN8 COMMD5 CROT CUL9 CYTH4 DCTN5 DEF6 ELMO2 ELMOD2 ERCC5 ESCO2 FAM193B FBXO21 FBXW7 FES GAB3 GAN GCC2 GCNT1 GMNN GPR146 GPR155 GPR157 GRK2 GRN GTF2I H2AC4 HDAC10 HELQ HPS3 HYLS1 ID1 IFFO2 IL21 IMP3 IRAG2 IRF4 KBTBD7 KIFC3 LACTB2 LPAR5 LPAR6 MAGEF1 MAP3K9 MDC1 MIA2 MIDN MIS18BP1 MPV17 MSRB2 MTMR3 MTRF1L MYO1F NCOA1 NCOA3 NDUFV3 NEDD9 NEMP2 NFAM1 NFATC1 NIT2 NKIRAS1 NPAT NRROS NT5DC3 OPLAH OSBPL11 OSGIN1 PCMTD1 PDCD7 PDPK1 PLEKHM1 PLK3 POLD3 POLG2 PPARGC1B PPCDC PPP1CC PPP1R13B PRAM1 PRKRA PROKR1 PROSER3 PRR12 PSTK R3HCC1 RAB3A REV3L RREB1 RUNX3 SCLT1 SEPTIN10 SEPTIN7 SLBP SLC25A35 SLC35A1 SLC35A5 SMPD2 SMYD4 SNX2 SNX24 SNX8 SOCS6 STARD8 STARD9 TBC1D14 TBC1D2 TBC1D31 TBL1XR1 TBXAS1 TDP2 TGFBRAP1 THBD TIFAB TIGD2 TMEM104 TMEM106A TMEM126B TMEM154 TMEM18 TMEM218 TRAPPC14 TRMT12 TTC14 TUBGCP5 TWNK UMPS UVRAG VGLL4 VPS26A WDCP XPC XRCC6 ZBTB38 ZBTB45 ZDHHC1 ZFAND2A ZMYND8 GSE7768_OVA_ALONE_VS_OVA_WITH_MPL_IMMUNIZED_MOUSE_WHOLE_SPLEEN_6H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7768_OVA_ALONE_VS_OVA_WITH_MPL_IMMUNIZED_MOUSE_WHOLE_SPLEEN_6H_DN ABLIM2 ACOT9 ACSL1 AFTPH AIDA AIM2 ALAS1 ALDH1B1 APOOL ARF4 ARHGAP25 ARHGAP31 ASB13 ATOH1 ATP10A AZI2 BBX BRAF BRWD3 CAB39L CASP1 CASP4 CCDC42 CCNJ CCNYL1 CCR9 CD274 CD2AP CD38 CDH1 CERS6 CFB CMKLR1 COX18 CREM CRLF3 CTRL CUL2 CXCL10 CYCS DBNL DCLRE1C DCP2 DRAM2 EEIG2 EHD4 ELF1 ELOA FAM53C FAS FEZ2 FMNL2 FMR1 GCH1 GNA15 GOLGA3 GPD2 GSAP GTPBP2 H3-3B HAP1 HINFP HMCN2 HPS3 IFIH1 IKZF1 IL23R IL7 INO80 INTS9 IRF2 ISG15 ISOC1 ITGB1BP2 KAT2B KEAP1 LGALS8 MAP2K4 MAPKAPK2 MARCHF5 MCM10 MIER3 MLKL MMP14 MOB3B MORC3 MT-CO1 MXD1 MYD88 NAMPT NEUROD4 NLRC5 NOD1 NPEPPS NSD3 NSMAF NUB1 OASL OSM P4HA1 PCGF5 PDCD10 PELI1 PHC2 PIK3AP1 PIK3R6 PLA1A PLEKHA2 PNP PNPT1 POMP POU5F1 PPA1 PSMA5 PSMB9 PSME4 PTGES PTTG1 RAB29 RAP2C RBM43 RNF14 SAMD9L SAMHD1 SAV1 SCARF1 SFXN2 SLAMF7 SLC25A28 SMG7 SMPDL3B SNAP29 SP110 SRGAP2 ST18 STAT3 SVBP TDRD7 TLK2 TLR3 TLR8 TMEM170B TMEM171 TMEM219 TMEM67 TMEM68 TMOD3 TOX4 TPBG TPST1 TRAF5 TRIOBP TUT7 UPP1 USP12 USP25 VPS37B WHAMM XAF1 XKR8 ZC2HC1A ZC3H7A ZC3HAV1 ZCWPW2 GSE7768_OVA_ALONE_VS_OVA_WITH_MPL_IMMUNIZED_MOUSE_WHOLE_SPLEEN_6H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7768_OVA_ALONE_VS_OVA_WITH_MPL_IMMUNIZED_MOUSE_WHOLE_SPLEEN_6H_UP ABL1 ACLY ACO1 ACOX3 ANLN AP3D1 ARL4C ASXL1 ATAD5 AURKA B3GNT8 BRCA2 BUB1B C2CD2 CARD9 CCNA2 CDC20 CDCA2 CDCA4 CDCA8 CDKN2C CENPC CENPN CEP120 CEP43 CIT CNBP CRAT CRY1 CSE1L CTBP1 DNPEP ECT2 EFL1 EIF4G1 ELOVL6 ETV5 EZH2 FAM83D FANCE FASN FBXO31 FHOD1 FNBP1 FRMD6 GAK GAN GET1 GMNN H2BC14 HDAC10 HDAC5 HDAC9 HELLS HIP1 HROB IDH2 IDH3B ING1 INPP5D JOSD1 KCNE3 KCNJ2 KIF18B KIF23 KIF24 KLC1 KNL1 KYAT1 LACTB LAT2 LRP12 MBP MCPH1 MCRIP2 MEF2C MFHAS1 MLH3 MRPL49 MRPS31 MTMR10 MTSS1 MYO7A NAT9 NBN NCAPD2 NCAPH NEMP2 NIFK NLRC3 NLRX1 NR6A1 NT5C2 NUP205 OAT OSBPL2 OSTM1 OTUD7B OTULINL OXR1 PABPN1 PALS1 PANK1 PFAS PHF2 PHF3 PHKA2 PIK3CB PKP4 PLEKHG3 PLK1 PNKP POC1B POLH POLR3D POLRMT PPM1G PRDM15 PYGB QSER1 RAB31 RAB3IL1 RALGAPB RBL2 RBM15 RDH13 REEP4 RETREG3 RNF13 RNF150 SAFB2 SESN1 SET SKA2P1 SKP2 SLC20A1 SLC25A13 SLC29A2 SLC37A2 SLC38A2 SLC41A3 SLC5A3 SLF2 SLX4 SMAD3 SMC3 SNX8 SQLE SRL STXBP5 SUSD3 TBC1D10A TBC1D22A TBC1D4 TBL1XR1 TGFBR1 THAP11 TIAL1 TK1 TLCD1 TMEM218 TOP1MT TPCN2 TRERF1 TROAP TRPS1 TRUB2 TSSC4 TTLL4 UBR2 UHRF2 URB1 USP20 VCP WDR91 XK XYLB ZDHHC14 ZMYM2 ZRANB3 ZSWIM4 GSE7768_OVA_WITH_LPS_VS_OVA_WITH_MPL_IMMUNIZED_MOUSE_WHOLE_SPLEEN_6H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7768_OVA_WITH_LPS_VS_OVA_WITH_MPL_IMMUNIZED_MOUSE_WHOLE_SPLEEN_6H_DN ABR AIDA AIM2 ALDH1B1 ANXA1 ATG9A ATXN7 BBX C2 CALCRL CASP1 CCDC50 CCDC88B CCNJ CCNL1 CCNYL1 CD14 CD44 CDC42EP2 CHMP4B CHST15 CLDN23 CLN5 COX18 CSRNP1 CTRL DCN DLGAP4 DTWD1 DUSP16 DUSP4 EDN1 FAM53C FBXL3 FBXO39 FMR1 FOXP1 FOXP4 GADD45A GOLGA3 GOLGA8A GSDMD GVINP1 H3-3B HCN1 HINFP HIVEP1 HIVEP3 HMCN2 HPS3 ICAM4 ICOSLG IGSF9 IL15 IRAK2 IRF2 IRGC ISOC1 KAT2B KBTBD2 KCNA3 KDM6B KHNYN KLF6 KLF7 KREMEN1 KRT27 LGALS9 LIMS1 LMO4 LRRC51 LRRC63 MAP3K8 MAPKAPK2 MARCHF5 MARCKSL1 MAX MIER3 MIR221 MITF MLKL MOCS1 MTHFR MYO10 NFKB1 NFKBIB NOTCH2 NPEPPS NR3C1 NSD3 NUB1 OAF OGFR OPTN OTUD5 PARP3 PCGF5 PDCD10 PGAP2 PI4K2B PIK3R5 PLAUR PLEKHA2 PLSCR1 PNPT1 PNRC1 POMP PPA1 PPFIBP1 PRKCD PRRC2C PSMA5 PSMB10 PTAFR PTGS2 PTPN2 PTTG1 RAB10 RAB20 RAB32 RALGAPA2 RAP2C RASA4 RC3H1 RNF14 RNF145 RNF2 RNF34 RSBN1 SAP30 SCARF1 SELL SLAMF7 SLC15A3 SLC25A2 SLC25A28 SLC49A4 SPEN SRGAP2 ST18 ST7 STARD3 SVBP SYPL2 TBK1 TCIRG1 TDRD7 TENT4A TES TLK2 TLR3 TMEM170B TMEM219 TMEM67 TMOD3 TNFSF9 TNIP3 TPST1 TRMT61B TXNDC9 UBE2F USB1 USP25 VASP WDR37 XKR8 ZC2HC1A ZC3HAV1 ZCWPW2 ZFP36 GSE7768_OVA_WITH_LPS_VS_OVA_WITH_MPL_IMMUNIZED_MOUSE_WHOLE_SPLEEN_6H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7768_OVA_WITH_LPS_VS_OVA_WITH_MPL_IMMUNIZED_MOUSE_WHOLE_SPLEEN_6H_UP ACAP3 ACTR8 ADAM10 ALMS1 ANKZF1 ASF1B BIN2 C16orf54 CARS2 CCDC138 CD151 CDCA3 CDCA5 CDS2 CENPC CENPM CEP44 CHEK2 CHTF18 CREG2 CROT CRTAP CSRNP2 DAB2 DAGLA DAZAP1 DBF4 DCTD DCTN5 DNAJC3 DPP7 DTX4 DYRK1B ELMO2 ELOVL5 ERCC4 ESCO2 EXOC7 EZH2 FADS1 FAM107B FANCG FBLIM1 FBXL17 FDXR FGD3 GAN GLIS3 GNE GPR146 GPR157 GPS2 GTF3C1 GTF3C2 H2AX HAUS1 HAVCR2 HDAC6 HPS4 IDH2 IFFO1 IKBIP IL6R INPP4A IPMK KANK3 KDM2B KNL1 LACTB LMLN LPGAT1 LRRC8A MAFB MAP3K1 MBLAC2 MCM7 MDM1 MEX3B MMP19 MPV17 MRE11 MRI1 MRPS31 MUTYH MYL12B NAPB NCAPD2 NCAPH NDFIP1 NEDD9 NEK3 NEMP2 NEU1 NT5C2 NUF2 OSTM1 OXNAD1 OXR1 PAXIP1 PDE4D PEPD PFAS PHF2 PHKA2 PMS2 PNKP PNPLA6 POLG2 PPCDC PPP2R5D PROKR1 PSMB3 PYGB QSER1 RAD51C RBL2 RDH13 REEP4 RETREG3 RMI1 RNF166 RNF169 RNF26 RUNX3 RWDD2A SASH3 SIRT4 SKA2P1 SLC25A13 SLC30A5 SLC37A2 SLC46A3 SLC5A3 SLX1B SMAD3 SMC3 SNX14 SOCS6 SPRED2 STAT6 STXBP5 SUOX TBC1D9 TFDP2 TGFBR1 TGFBRAP1 THAP11 THNSL1 TIGD2 TK1 TLCD1 TMEM184C TMPO TMX2 TMX4 TPCN1 TPCN2 TRAPPC14 TRIM28 TRMT2B TWNK UMPS VDAC1 VPS13C XRCC6 YTHDF3 ZBTB44 ZBTB9 ZCCHC24 ZFTRAF1 ZMYM2 GSE7831_1H_VS_4H_CPG_STIM_PDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7831_1H_VS_4H_CPG_STIM_PDC_DN AKNA ANAPC15 ANKRD6 API5 ARAP2 ATXN10 B9D2 BAIAP2 BARHL1 BAZ1B BIRC6 C3orf52 C4orf19 CA9 CASQ2 CBX2 CCDC18 CCR7 CD48 CD52 CD96 CDC25B CDC45 CDK13 CDS1 CEBPA CELA2A CENPN CENPO CEP72 CFP CHRNA6 CIT CLNK COX5A COX7A1 CTCF CTSS CXXC4 DGKI DHRS3 DLX1 DNMT3B DPY30 DTYMK DYNLL1 DYRK1A EIF3I ELF3 EMB ERCC6L ESCO2 ESYT3 EZH2 FAM167A FAM72A FAM90A13P FEN1 FGA FGF5 FHOD3 FLNB FOXM1 FRMD6 GAB3 GALR1 GLIPR1 GM2A GMIP GPR161 GPR65 GRIA2 GTF2IRD1 H2AX HASPIN HCN2 HLA-DMA HMCES HSD11B1 HYOU1 ICOS IL17RA IL1R2 IL21R IMPA2 ING3 IPCEF1 IQGAP3 ITGAL ITGB1BP2 IVNS1ABP KCTD8 KIF18A KIF23 KLHDC8A KNL1 KPNA7 LARP7 LGMN LIMD2 LIN9 LRP8 LRRC26 LRRC40 LSM6 MAP7D1 MASTL MCM4 METTL15 MFSD4A MGAT5 MN1 MORN2 MPEG1 MPO MSRA MSRB3 MXD3 N6AMT1 NAA38 NANS NDUFC1 NEK6 NODAL NPTXR NSMCE1 NTPCR NUDT14 NUTF2 ORMDL1 OSBPL5 OTOG OTULINL OXCT1 PADI4 PAN3 PARPBP PDAP1 PDE7A PDGFRB PDSS1 PIF1 PIK3R5 PKMYT1 PLAC8 POC1B PRKDC PSMB2 PSPH PTGER2 PYCARD RAC2 RAC3 RANBP1 RASA2 RASA4 RASAL1 RCSD1 RNF144A RNF168 RPL18A RPL39 SBNO1 SDC1 SELPLG SEMA3D SEMA4C SERPINB1 SF3B4 SGO2 SHLD1 SHMT1 SLC25A39 SLC9A9 SLCO3A1 SLFN5 SNAP29 SNX5 SPC24 STING1 STMN1 TBC1D32 TCF4 TLR7 TM6SF1 TMED10 TMEM107 TMEM87A TNFAIP1 TREX1 TRIO TUBA3C TXNDC8 TYROBP UBE4A UMPS ZFHX3 ZNF326 ZSCAN29 GSE7831_1H_VS_4H_CPG_STIM_PDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7831_1H_VS_4H_CPG_STIM_PDC_UP ABHD8 ACAD10 ACBD6 ADGRD1 ADIPOR2 AGO1 AHI1 AKTIP AMZ2 ANKIB1 APBB1 AQP1 ARAF ARHGEF2 ARMC3 ATP6V0C BAG1 BIRC2 BLCAP BMX BTBD2 C11orf68 C17orf58 C20orf85 C3orf70 CAMSAP3 CAPG CAVIN4 CBFA2T2 CBFA2T3 CBR3 CDHR4 CDIPT CDK9 CENPV CHAD CHPF2 CNPY4 COX19 CPXM1 CSAD CSGALNACT1 DDX17 DDX54 DOCK6 DOK1 DUSP11 EDC3 EDEM2 EGFL6 EHD3 EHMT2 ELOVL1 EPB41L5 EPC1 ERG ETV3 FADS2 FAM110C FAM114A1 FAM219B FBXL5 FSCN1 FSTL1 GABARAPL1 GCH1 GLUL GLYCTK GPAM GPRASP2 GRIPAP1 GSPT2 GTF2F1 HCFC2 HMGXB3 HOXB4 HSF4 ILK IP6K1 IPMK ITGB6 ITIH3 KAZALD1 KIZ KLF9 KMT2E KMT5B LAMP1 LANCL1 LDB1 LIX1L LMAN2L LRIG2 LRP12 LXN MAGED1 MAPK12 MAPK14 MARF1 MEAK7 MED22 MMRN1 MRPL49 MSRB2 MTUS1 MYCT1 MYO1C NAIF1 NBAS NBR1 NDRG3 NIFK NINJ1 NOMO1 NT5DC3 NUDT18 NXF1 OCIAD1 OPN3 OTUB1 P2RX1 PAFAH2 PAK1 PBX1 PCED1B PIK3IP1 PKD2 PKP2 PLIN2 PLSCR1 PML PMP22 POLR2M PPM1H PRORP PRRC1 PTPN14 PTTG1 QTRT1 RAB37 RARG RBM34 REC8 RIN2 RMDN3 RNF103 RPIA RPL30 RRAS RSAD2 RTRAF SAR1A SAT1 SELENON SEPTIN8 SESTD1 SGCE SMIM7 SMTNL1 SORBS1 SOX18 SPG7 SPNS1 SPO11 SQLE SSBP3 TAL1 TBC1D17 TBKBP1 TCF25 THNSL2 TLCD1 TLR3 TM2D3 TMBIM6 TMCC1 TMEM143 TMEM72 TMUB1 TNFAIP2 TOM1L2 TRAFD1 TREML2 TRUB2 TSPAN32 TSPYL2 TXNL1 TXNL4A URGCP USP27X VPS39 VPS45 WDFY1 WTIP XYLT2 YPEL3 ZC3H7A ZDHHC17 ZFP3 ZFPM1 GSE7831_1H_VS_4H_INFLUENZA_STIM_PDC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7831_1H_VS_4H_INFLUENZA_STIM_PDC_DN ABHD2 ADGRG3 AFF3 AKNA AP1S2 APCDD1 APCS ATP10A ATP8B4 ATXN2 BACH2 BANK1 BCL2L11 BIRC6 BMP2K BTNL9 C21orf91 CACNB1 CAMKK2 CAMKV CAP1 CARD11 CCR9 CD244 CD33 CD44 CD52 CD53 CD79A CD93 CDS1 CDT1 CENPN CEP128 CFL1 CHCHD10 CHFR CHST15 CLCN3 CNP CNTD1 COL19A1 COPS7B CPSF7 CRACDL CRYBG3 CSF1R CST7 CTNND2 CTU2 CUX1 CYB561A3 DAP DHRS3 DHX30 DNAJC6 DNASE2 DNTT DYRK2 EBF1 ELOVL6 ENC1 EPHA2 EWSR1 FADS6 FAM167A FAM78A FBXL16 FOXO1 GAL3ST1 GPATCH8 GPR158 GPR25 GPSM1 GRAMD2B HAL HCN1 HCN2 HGH1 HLA-DOB HMGA2 HNRNPU HOXD9 ICOS IGLL1 IL1R1 IL2RA IL7R INCENP INTS6 IPCEF1 IRAG1 ITGAL IWS1 JPT1 KBTBD11 KIAA0930 KRT28 KXD1 LGI3 LPAR1 LPAR2 LRRC75A LY6D MAP3K5 MCC MDC1 MED1 MED13L MGST2 MN1 MPO MXRA7 MYH1 NAT8L NLRC3 NOTCH1 NUCB2 ODF3 PAOX PCDH9 PCP4 PDS5B PEAK1 PGR PIERCE1 PIK3AP1 PIP4K2A PKIG PLEKHA2 POLD1 PPARD PRKCB PROB1 PTGDR2 RAG2 RALGPS1 RASGRP3 RBM26 RBP2 RBP7 RC3H1 REEP5 RHBDL3 RNF123 RSPO4 SAPCD1 SATB1 SCAP SELPLG SEMA4A SEMA4D SGO2 SH2D5 SH3BGRL3 SLC25A53 SLC29A3 SLC35D3 SLC38A2 SLC43A3 SLC7A1 SLFN13 SMARCC1 SORL1 SRPK1 SRRM2 ST8SIA1 STING1 TACC2 TAOK1 TCF19 TCF4 TCN2 TENT4B TET1 TEX9 TIFAB TIMELESS TMEM268 TMPRSS3 TNFAIP1 TRAF3IP2 TRAF4 TRIM28 TRIP11 TTC13 TULP4 UBE4B UBP1 ULK4 UMPS VPREB1 VPREB3 WDFY4 WNK1 XPO7 ZC3HAV1L ZNF397 ZNF706 GSE7831_1H_VS_4H_INFLUENZA_STIM_PDC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7831_1H_VS_4H_INFLUENZA_STIM_PDC_UP ABHD14B ACOT11 ACSF3 ACSS2 ACTR1A ADGRD1 ADRB2 AFAP1L1 AFDN AKAP8L AKR1E2 ALDH1L1 ALDOC ALS2 AMOT AP4B1 APBA3 APP AQP1 ARHGAP12 ARRB1 ASCC1 ATF4 B4GALNT4 BDH2 BEX4 BRF1 C1QTNF12 C22orf39 C9orf152 CARD19 CAVIN2 CBR3 CBX7 CCDC51 CCDC85B CCRL2 CD9 CD99L2 CDADC1 CDC42EP4 CDCP1 CERS4 CNPY3 COL16A1 COL4A2 CORO1B CPXM1 CRELD1 CTNNAL1 CTSH DBNL DCLK3 DENND1A DFFA DLG3 DUSP4 EPB41 ERGIC3 EYA2 FAAP20 FADS2 FAHD1 FAM210B FAM219B FBXO30 FKBP14 FKBP9 FLOT1 FLOT2 FOSB FSCN1 FSTL1 GALM GBP2 GEM GFI1B GHDC GORASP1 GPR107 GRB10 GSTM3 GSTT1 GTF2I H1-0 HEBP1 HMGCL HTATIP2 IER5 IFITM3 IL11RA INF2 INPPL1 IRAK3 ISG20 ITGA2B ITGA6 ITSN1 JOSD2 JUNB KAZALD1 KDM3A KLF6 KLF9 KYAT1 LAIR1 LCP2 LIX1L LMBRD1 LUZP1 MAMDC2 MECOM MED8 MMP14 MRPL52 MTURN MYCT1 MYOF NAT9 NCKAP1 NDP NOMO1 NOP2 NPR2 OSBPL1A P2RX1 PCLO PDCD11 PFKL PGAP4 PITPNM1 PKN3 PLXDC2 PLXNC1 PPARGC1A PRCP PTOV1 RAB20 RAB27B RAD23A RAD54L2 RAI14 RBCK1 RBM19 REC8 RELA RGS1 RHBDF1 RO60 S100A1 S100A6 SDR39U1 SERTAD1 SGCE SGK1 SGMS1 SH3PXD2B SH3YL1 SLC25A24 SLC37A1 SLC48A1 SLC6A15 SMAGP SORBS1 SPO11 SRSF12 SUGT1 SUSD1 TACSTD2 TADA3 TANGO2 TAPBP TBC1D9 TCEAL1 TEK TGFBI THY1 TIMM10B TLE6 TMEM140 TMEM205 TNIP1 TRPC4AP TSPYL5 TSSC4 TTC38 TTC4 TUFM UAP1L1 UBE2Z VAMP2 VDR WDSUB1 WSB2 WWP2 YRDC ZC2HC1A ZDHHC7 ZFPL1 ZNF23 GSE7831_CPG_VS_INFLUENZA_STIM_PDC_1H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7831_CPG_VS_INFLUENZA_STIM_PDC_1H_DN ABCB1 ABCC2 ACSM2A ADAMDEC1 ADCY4 ADCYAP1 AFF2 AGPAT1 AHR ALPG AMFR AMPD3 ANXA3 AP1B1 AP2A2 APIP ART3 ART5 ASS1 ATXN10 B3GALT2 BAAT BDKRB1 BIRC3 BTG2 BTN1A1 C19orf12 C1QC C1orf52 CACNA1S CCDC115 CCND1 CCR1 CD14 CD80 CD83 CDH1 CDX2 CEACAM21 CER1 CFHR2 CFTR CHRNB2 CIDEA CIITA CKMT1B CLCA1 CLIC4 CMBL COCH COQ5 CORO1B COX5A CSTPP1 CTSA CTSH CTSZ CYB5R3 CYBB CYFIP1 CYP7B1 DSTN DTX1 ECE1 ELOVL3 ENC1 ENO3 ENTPD7 EPB41L4A ERBB4 F11R FCGRT FGF6 FGGY FN1 FOXD4L1 FOXQ1 GDAP1 GHRHR GJA10 GJA5 GNG12 GNS GPR137B GRIK5 GRN GSN GUCD1 HAP1 HAX1 HLA-DOA HLA-DQA1 HMGCL HMOX1 HOXA7 HOXB7 HPGD HSPB1 HSPG2 IFI35 IFITM3 IGFBP3 IL13RA1 INTS11 INTS6 IRF5 JAK2 JUN KCNJ8 KIF5C KRT36 LCP1 LDB2 LDLR LGALS3 LHPP LPAR1 LPCAT1 LSP1 LTC4S LYL1 MAP4K1 MAPKBP1 MAPRE3 MARCO MED12L METTL1 MLST8 MTHFD2 MZT2B NAGA NAGK NANOG NEK6 NEURL4 NKX2-3 NMBR NPL NUBP1 ORM2 PAX8 PEG10 PHEX PISD PLD4 PLPBP PNPO POU2F3 PPP2R2A PRKD1 PSMA3 PSMB9 PSMD7 PTPRF RAB20 RALA RCAN3 RNASE4 RNF26 RPL22 RRAGA RSPO1 SH3BGRL2 SIAH2 SLC12A2 SLC25A25 SLC35E4 SLC4A4 SLCO5A1 SLK SLURP1 SNX10 SOX10 SPATA6 SSTR2 ST3GAL2 STAC STX3 STX7 SUMF1 TCIRG1 TFAP2C TINF2 TLR7 TMED10 TMEM50B TNFRSF21 TNPO2 TRAF1 TRAFD1 TTR TUFT1 UBA7 UBFD1 VSNL1 VWF ZFP90 ZNF385A ZNF398 ZP2 GSE7831_CPG_VS_INFLUENZA_STIM_PDC_1H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7831_CPG_VS_INFLUENZA_STIM_PDC_1H_UP ABCA1 ABCD3 ADORA2A ADPRH AHNAK AK3 ANAPC5 ANGPT1 ARAP3 ASB6 ASRGL1 ATG5 ATP6V0A2 AZI2 BCAS2 BLTP2 BSG BUB3 C5orf34 C8orf82 CA1 CA2 CAD CAPN7 CAVIN2 CAVIN3 CCDC117 CCR5 CD247 CD48 CD53 CD96 CDK11B CEL CMA1 COIL CRCP CSE1L CTSE CWC15 CXCR4 DAP DCAF1 DEK DIPK2A DLD DNAJA1 DNM1L DTNB EDEM1 EIF3C ERH ETS1 FAM220A FASLG FERMT3 FTSJ3 FXYD5 G3BP2 GABPA GAS7 GIMAP1 GOLGA4 GOLM1 GRK6 GRM8 GZMB H2AZ1 HDAC2 HMGB3 HPRT1 IDE IGF2R IKBKE IL18R1 IL18RAP IL7R IMMP1L INPP5B IST1 ITIH5 ITPR2 KCTD9 KIF3C KLHDC2 KMT2A KRAS KRR1 LAMTOR2 LANCL1 LATS2 LCK LIAS LMAN2 LPIN2 LRP10 LUC7L3 MAP3K4 MCAM MCOLN2 MED23 MEF2D MGAT2 MLLT1 MRPS10 MRPS16 MRPS5 MSL1 MTRES1 MTX2 MYB NAB1 NAB2 NAE1 NFATC1 NFYC NPTX2 NSMF ORC1 PAG1 PARP6 PDCD2 PDHA1 PDHB PEF1 PEX5 PEX6 PFKP PHC2 PHF5A PIGX PIK3CD PIP4P2 PPIC PPP2R5A PRADC1 PRKAB1 PRKCH PSPH PTP4A3 PUS1 PXK PYGB RABGAP1L RAD1 RAD21 RBM10 RCN1 RFLNB RIOK1 RNASE1 RNASEH1 RNF138 RP9 RPAP3 RPRD1B RSPH3 S1PR4 SARNP SCAF8 SEC61A2 SEMA4A SF3B1 SFN SHISA5 SIRT3 SKI SLC27A4 SMAP1 SMC4 SNX1 SPSB2 SPTBN1 SRSF6 SS18 SUN1 TAL1 TCEAL9 TEN1 TES THOP1 TLE4 TMEM126A TMEM71 TOP2A TOP2B TRIM59 TRIR TXNDC5 TYSND1 UBR7 VAPA VPS29 XRCC6 ZBTB7A ZFPM1 ZKSCAN1 ZNF239 ZNF746 ZW10 GSE7831_CPG_VS_INFLUENZA_STIM_PDC_4H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7831_CPG_VS_INFLUENZA_STIM_PDC_4H_DN ACCS AGFG2 AMIGO2 ANGPTL8 ARHGEF39 ASB9 ATP5ME AVIL AVPR2 BCO1 BTG4 C11orf71 C9orf40 CCDC14 CCDC18 CCHCR1 CCL21 CCNC CCT8L2 CD48 CDCA3 CDCA5 CENPN CEP128 CEP55 CES1 CIT CKAP2L CLDN19 CLNK COL2A1 COL6A1 COMMD1 COX5A COX7A1 COX7A2 CPA4 CPZ CTSG CUTA DDR2 DKK3 DNMT1 DRD1 DTYMK DYNLL1 ENKD1 ERCC2 EVX2 F13B FABP5 FAM167A FANK1 FBXO46 FEN1 FGA FGF3 FSCN2 FXN GFPT2 GNG13 GPX1 GRIK3 H1-4 HAND2 HASPIN HAUS1 HCAR2 HCRTR1 HECTD4 HYOU1 IFI30 IL20 INSYN2B IQGAP3 JPT1 KCNG1 KCNN2 KCNN3 KIF23 KIFC1 KLHDC8A KLRC3 KRT13 KRT28 KRT6A LAIR1 LHFPL5 LRAT LRRC26 LSM6 LYPD6B MAPK15 MBD4 MCTP2 MEPE MGP MICU1 MORN5 MPO MS4A3 MTA3 MTMR11 MTRR MXD3 MYCL MYO18B N6AMT1 NAA38 NANS NDUFB2 NDUFS8 NKG7 NLGN1 NODAL NSMCE1 NUDT14 NUTF2 OPTC ORC1 PDCD6IP PDGFRB PFN3 PIF1 PKMYT1 PLA2G2D PLAU PLEKHF1 PNKD PPIH PPP1R3C PRG2 PRR14 PSMC3IP PTPDC1 PYCARD RABGAP1L RAC2 RAC3 RBFOX1 REEP5 RNASEH2B RNF144A RNF166 RNF168 RPL39 RPL41 RPS15A RUNDC3B RUNX3 RWDD2B SAP30 SCRIB SEMA4C SERPINB1 SGK2 SGO1 SHLD1 SHMT1 SLC22A2 SLC22A3 SLC25A39 SLC39A12 SLC43A3 SLC6A8 SLITRK2 SMPD5 SNRPF SOGA3 SPC24 STMN1 STX8 SUV39H1 SYCP1 SYN3 TBXT TEDC2 TEX48 TICRR TMEM107 TMEM270 TOMM20L TONSL TRAF5 TSTD2 TUBB6 UBE2A UBL5 UHRF1 UPP2 VIM WDR62 WDR90 WEE2 XKR5 ZCWPW2 ZDHHC8 ZIM3 ZMAT4 ZNF513 GSE7831_CPG_VS_INFLUENZA_STIM_PDC_4H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7831_CPG_VS_INFLUENZA_STIM_PDC_4H_UP ABHD13 ABHD8 ACOT11 ACOT8 ACOX1 ACP6 ADGRD1 AKTIP AP3M2 ARL3 ARPP21 ATP10D ATP1B4 ATRAID B3GLCT BAG4 BATF2 BEND3 BICRA BLCAP BLZF1 BMP2 BPNT2 C19orf12 C1orf109 CACFD1 CBR3 CCDC39 CDK9 CISD3 CISH CLPX CLSTN1 CLU CNPY4 COG3 COL25A1 COQ10A COX11 CRCP CSAD CXCL6 CYP26B1 DDX47 DGKG DOK1 DUBR EGFL6 EIF5 ELAC1 EMC1 EPB41L4B EXOC3L1 FAM110C FAM114A1 FAM219B FAM241B FBXO27 FOLR1 FSCN1 FTO GABARAPL1 GABARAPL2 GDA GHDC GIMAP5 GOLGB1 GOSR2 GPC1 GPI GPR108 GSTT1 GTF2I HACD4 HLA-DQA1 HMOX2 HNRNPDL HSD17B12 IDI1 IFNAR1 IP6K1 IRF6 ITGB6 KBTBD2 LAS1L LDB1 LIX1L LMAN2L LSR MAGED1 MAP3K20 MAP3K4 MBOAT2 MDP1 MEAK7 MECR MFSD5 MRPL11 MRPL23 MRPS33 MTURN MUL1 NAXE NBAS NDN NDRG2 NDUFAF3 NFASC NGDN NPC2 OSMR P3H3 PA2G4 PAK1 PARK7 PARN PBX3 PCED1B PEX11A PHF5A PKD1 PKP2 PLRG1 PMEL POLR2M PPP1R37 PRKCH PRMT2 PRR5 PTGR1 PUS1 PYGO2 QTRT1 RAB3IP RBM19 RBM34 RFWD3 RGMB RHBDF1 RHOF RMDN3 ROBO4 RPL3 RPRM RRP7A RTRAF RXRA RYK SAR1A SAT1 SBDS SBSPON SEC63 SLC22A5 SLC49A4 SLC66A2 SMG6 SMPD2 SNHG8 SORBS1 STARD10 STAT1 SULT1A1 TAF1C TBC1D17 TECPR1 TIMP2 TMEM134 TMEM143 TMEM229B TMUB1 TNS1 TOE1 TOMM70 TRH TRPC4AP TSR1 TTC3 TXNL1 UBE3B UBQLN3 UNC13D URGCP URI1 USE1 USP27X VCP VMAC WDFY1 WDR83 WFDC1 WTIP XPO7 YBEY YPEL3 ZG16 ZMAT3 ZNF420 ZNF629 ZNF653 GSE7831_UNSTIM_VS_CPG_STIM_PDC_1H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7831_UNSTIM_VS_CPG_STIM_PDC_1H_DN ABCG2 ABHD11 ABHD17B ACO2 ACSL4 ADAM19 ADAMTSL4 ADI1 ADPRH AGPAT4 ARID5A ARL3 ARMCX6 ATF3 ATP6V0B B9D2 BATF3 BICDL1 BLTP2 BMP2K BMPR1A C3orf18 C9orf64 C9orf85 CAPN2 CAPN5 CCDC22 CCDC91 CD44 CDK6 CDKN2AIP CIBAR1 CKAP4 CNDP2 CNOT4 COPG2 CPM CRIM1 CSRNP1 CSRP2 CTLA4 CYB561 DCAF6 DCAF7 DCUN1D3 DENND5A DIABLO DNAI4 DNAJC30 DYNLT2B DYNLT5 EDEM2 EIF4A2 ENKD1 EXOC7 EZH2 FAM104A FAM133B FASLG FBXO17 FBXO28 FCMR FES FKBP1A FNIP1 FRA10AC1 FRAT2 FUT8 FZD7 G6PC3 GAB2 GATAD1 GFER GLB1 GNAZ GNPNAT1 GPKOW GRAP2 GTDC1 HBEGF HBP1 HEATR5A HECTD1 HECTD2 HEY1 HIBADH HIPK2 HROB IL2RA IL7R KIF3B KLC3 KLF7 LDAF1 LRP12 LTA LYRM1 MAN1A1 MAP3K8 MAPKAPK2 MBD2 METTL6 MGAT4A MIER1 MKRN1 MPZL2 MRS2 MSL1 MXI1 MYC NAF1 NEIL1 NFKB1 NFX1 NR4A3 OMA1 OSM P2RY10 PALS1 PAM16 PAXBP1 PCBP4 PEX1 PHF6 PIM1 PJA1 PLA2G12A PLEKHA8 PLP2 PLXNC1 PMEPA1 POLG2 PPP2R3C PRAF2 PRDM2 PRICKLE1 PRKCH PRNP PTCH1 PTGER2 PTPN1 PTPRK RAB34 RABGAP1L RAD51D RASA1 RBM17 REV1 REXO5 RGS1 RNF11 RNF19B RNF215 RRAGD S100A1 S100A13 SAV1 SDHAF1 SELP SEPTIN9 SETD4 SH2D1A SHKBP1 SLC35D1 SLC4A7 SOCS1 SOD2 SPATA5 ST3GAL4 SYTL1 TAX1BP1 TEC TENT5A TES TEX2 TGFB1 THEMIS TLE1 TMCO3 TMED10 TMEM158 TMEM37 TNF TNFRSF13B TP53BP2 TRAF6 TRIM44 TRPM1 TUBE1 UQCRC2 USP22 VAMP3 WNK1 WWP1 XBP1 XRCC4 ZBTB12 ZDHHC23 ZNRF3 ZSCAN12 GSE7831_UNSTIM_VS_CPG_STIM_PDC_1H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7831_UNSTIM_VS_CPG_STIM_PDC_1H_UP ABHD16A ABHD2 ABR ACBD4 ACP3 ACTR3B ADCY7 ADGRA3 AJUBA AKR1C3 AOPEP AQP9 ARHGDIB ARMCX4 ASB2 ATP8B2 ATXN7L3B BCL2L11 C1GALT1 C3orf38 C9orf152 CALHM6 CAPZB CASP1 CD1D CD52 CD82 CDCA4 CDK2AP2 CEP250 CFL1 CLN3 COL23A1 COMMD7 CPSF3 CREB3 CROT CSGALNACT2 CUL3 CXCR3 CYFIP2 DAD1 DCP2 DDC DEPDC1 DNA2 DNMT3B DOCK8 DTNBP1 DUSP2 DUSP7 DYRK2 E2F8 EBP ELMO2 EPAS1 EPC1 ERP29 ESYT2 EYA2 F2R FBXO33 FHL2 FLNA FNTB GATA3 GCM2 GEM GLIPR1 GLRX GOSR2 GPR155 GRAMD1B HCLS1 HIVEP3 HM13 HMGB2 HRC HSD3B7 HVCN1 ID2 IER5 IFT27 IL12RB1 IL21R IL4 IRF1 ITGAL KBTBD2 KLHL6 LAMTOR1 LANCL2 LCP2 LFNG LGALS8 LMO4 LSM12 MAF MAP4K4 MARCHF6 MARCKS MBOAT7 MFSD14B MIEN1 MLEC MOB3A MRPL52 MTMR12 MYD88 MYH9 MYLIP N4BP1 NECAP2 NEDD9 NOTCH1 NT5DC1 NUCB1 OLFM1 ORAI2 OTULINL OXCT1 PAG1 PDCD1 PDGFB PFN1 PGLYRP2 PIP4K2A PLPP5 PPP2R1B PREX1 PRPF18 PRR14L PRXL2A PSMB10 PSTPIP1 PTBP1 PTK2B RAB19 RAB27A RAB37 RAP1B RAPGEF2 RASAL3 RASSF5 RAVER1 RBM42 RBMS1 RCBTB2 RECK RGS3 RNF141 RNF145 RNF26 RPS6KA1 RPS6KA3 SEC16A SELENOT SEMA4A SEPTIN2 SERINC3 SETDB1 SGK1 SGMS1 SH3BP2 SLBP SLC16A10 SLC28A2 SLC43A3 SLCO3A1 SLCO4A1 SPTSSA SREBF1 STING1 STK26 SYTL2 TBC1D10C TBK1 TCF12 TCF7 THRAP3 TLE3 TLN1 TM6SF1 TMC6 TMEM229B TMX1 TP53I11 TRAM1 TUBA4A UBALD1 UBASH3A UNKL USP20 WDR44 ZAP70 ZBTB1 ZDHHC21 ZNF124 ZNF14 ZNF764 GSE7831_UNSTIM_VS_CPG_STIM_PDC_4H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7831_UNSTIM_VS_CPG_STIM_PDC_4H_DN ACIN1 ACTR1B ACVR2B ADAM28 ADAMTS1 ALB ALG2 AMFR ANAPC5 ANKS3 ARID3A ATP2A1 ATP5MF ATRAID B3GALT2 BARX2 BCKDHB BCKDK BLNK BMP6 C11orf54 CANT1 CASK CDKL2 CDKN2D CEACAM21 CEBPD CLIC4 CLIP3 CLVS1 CMKLR1 COA6 COP1 COX16 CSF2RB CTNND2 CTSH CXCR3 CYP7B1 DAP DDR1 DNASE1L1 DPM3 DUSP9 EBP EPCAM ERP29 ETV1 FAM111A FBXW4 FBXW5 FCRLA FDPS FES FGGY FLNB FMNL3 FOXK1 GAS7 GCM1 GCOM1 GFER GLCE GLRX3 GLTP GNA11 GNAZ GPM6B GRIK1 GSN GSTT1 HADH HAS1 HCFC1R1 HERPUD1 HEXA HINT2 HIVEP1 HLA-DMA HLA-DMB HLA-DOA HLA-DRB1 HLA-E HLTF HPS4 HSD17B11 ICAM5 IGF1R IRF5 ISG15 ITGB7 ITM2B ITM2C LDHB LDLR LGALS1 LYST MAN2C1 MAP7D1 MECR METTL1 MPEG1 MRPL37 MRPS5 MSH5 MTDH MYCL MYO5A NAGA NAMPT NAPSA NEK6 NOP16 NSDHL NTPCR NUCB2 NXN OCEL1 P3H3 PACSIN1 PAFAH1B3 PCP2 PCYT2 PEPD PIP4K2A PKP3 PLD4 PLS3 POMP PON3 PPP1R17 PPTC7 PRDX1 PSAP PSMC5 PTK2 RAD51B RAI2 RAMP1 RELL1 RGN RGS14 RHPN1 RIOX2 RLN1 RPN2 RRBP1 RYR2 SCARB2 SCPEP1 SEC11C SELENOS SFRP1 SFRP4 SH3BGR SIRPA SLC25A28 SLC4A4 SLC6A1 SLC8A1 SLPI SMIM14 SNAP91 SPIN1 SPINT1 SPNS1 SPSB1 SSR1 SSTR3 ST3GAL1 ST6GAL1 ST6GALNAC1 STK11 STX7 SUMF1 SVIL TCIRG1 TIMP1 TLR7 TLX3 TMEM208 TMEM266 TOX4 TRIM25 TRMT2A TRPC6 TRPV2 TUBB2A UBFD1 UBXN4 UNC93B1 UROS USP18 WDR13 WFDC2 ZDHHC14 ZDHHC6 ZFYVE19 ZMIZ2 ZNF398 GSE7831_UNSTIM_VS_CPG_STIM_PDC_4H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7831_UNSTIM_VS_CPG_STIM_PDC_4H_UP ABCG2 ACSS1 ACTG1 ADORA2A ADSS2 ANGEL2 ANKRD13A ANXA2 ARAP3 ARHGAP9 ARHGEF1 ARRB1 ARTN ASB6 ATG16L1 ATP1B3 BFSP1 BMAL1 BZW2 CA2 CAB39 CASP4 CD244 CD96 CDC20 CDC25C CDC6 CDK2AP1 CEL CFB CHCHD3 CHMP5 CITED2 CNDP2 CNN2 COTL1 CRIP2 CRY1 CTSD CTSW CXCR5 CXXC1 CYTH3 DDX1 DGCR2 DGKA DHRS3 DHX9 DNAJC2 DTX1 ECI1 EEIG1 EIF1AX EIF4A3 ELAVL1 ELOVL6 EMB ENO1 EPHX1 EZH2 FASLG FCHO1 FKBP10 FTSJ3 FXYD5 GALNT2 GFI1 GIMAP1 GMFG GTSE1 GYG1 GZMK H2AZ1 HERC4 HIBCH HMGB2 ID2 IDE IDH3G IGF2R IL4R IPO8 IRAG2 ITGAV ITGAX JAK1 KDELR2 KLHDC2 KLRK1 KMT5A KRAS KRT71 LAT2 LCP1 LEF1 LTB MAIP1 MAPK6 MCAM MCM7 MEMO1 MLLT1 MUTYH MYO1F NCAPH NCR1 NDUFA8 NFKB1 NFS1 NFYB NIFK NME1 NR4A1 NRIP1 NSG2 NUDT4 OCIAD1 ORC5 OSBPL5 OTULINL PAFAH1B1 PAK2 PAX6 PBX3 PCBD2 PFKP PIAS2 PITPNC1 PLA2G5 PLRG1 POM121 PON2 PPP1CB PRC1 PRDX6 PRIM1 PRKAB1 PRKCH PRRC1 RACGAP1 RAN RANBP1 RANBP9 RAP1GDS1 RASA3 RBL2 RC3H2 RCN1 RNF145 RXYLT1 SATB1 SCAF8 SEPTIN1 SGK1 SHISA5 SIVA1 SKI SKIL SLC12A2 SLC12A7 SLC20A1 SLC25A20 SMPDL3A SNAP47 SNRK SNX14 SPDL1 SPG21 SPRED2 SPTBN1 STK10 SUN2 SYPL1 TAB2 TAF1B TCEAL9 TCF7 TEN1 TES TFDP1 TGFA TMEM62 TMEM71 TNFRSF1B TNFRSF9 TRAF1 TTC27 TUT7 TXNRD1 UBA2 UBE2T UGCG USP38 VASP WDR43 XRCC5 YWHAZ ZAP70 ZFAND5 ZNF347 GSE7831_UNSTIM_VS_INFLUENZA_STIM_PDC_1H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7831_UNSTIM_VS_INFLUENZA_STIM_PDC_1H_DN AARS1 ABCG2 ACO2 ACOT2 ACRBP ADAMTS6 ALCAM ARPC5L ASXL1 ATF3 AXIN1 BAIAP2L1 BATF3 BICDL1 BST1 C3orf18 C9orf72 CACNA1S CAMK4 CCDC137 CD2AP CD300LF CD44 CDC14B CHCHD10 CHD9 CHP1 CHTOP CISH CKAP4 CORO2A CRIM1 CST7 CYB561 CYP4V2 DCUN1D3 DENND5A DGAT2 DIP2C DNAI4 DNAJC21 DPP4 DTX1 DYNLT5 EIF3C ENO2 ENPP1 EPRS1 ERMN ESCO1 EXOC7 EZH2 FAAP100 FAM133B FAM171B FAM174A FASLG FBLN2 FCMR FNDC3B G0S2 GAB2 GALC GCC1 GNAZ GOLGA1 GPR18 GRHL3 GSTT1 GTF2IRD2 HEMK1 HROB IARS1 IGF2R IL24 IL2RA IL2RB INSL5 JDP2 KIF3B KIT KLF7 KLRC1 KLRK1 KSR1 LDAF1 LRCH3 LRP12 LRRC75A LTA LYRM1 LYST MAN1A1 MAP6 MAPK14 MAPKAPK2 MBD2 MGAT4A MIER1 MMP11 MOV10 MPZL2 MSL1 MTHFD2 NAGK NCOA1 NFKB1 NLRC5 NT5E OSR1 PAXBP1 PCYT1A PDE8A PEX1 PFN2 PGBD1 PIK3CD PIK3R2 PIP4K2A PLA2G12A PLXNC1 PPIP5K1 PPM1H PPP2R3A PRDX4 PRIM2 PRKCH PRNP PROCR PRR5L PTGER2 PTPN1 PTPRA PTPRK PYGM RABGGTA RAP1GDS1 RASA1 RASGRF2 RASGRP2 RBM17 RCAN3 RCOR3 REXO5 RYBP S100A1 S100A13 SAV1 SCAMP1 SGK3 SHISA2 SKIL SLAIN1 SLC17A9 SLC35D3 SMAD2 SMARCE1 SNAP23 SOCS2 SRPK1 SSH1 ST3GAL2 ST3GAL4 STK10 STN1 STRADA TAFA3 TANC2 TBCE TDRD7 TEC TENT5A TES TG THEMIS TINF2 TLE1 TLE6 TMCO3 TMEM158 TNFRSF13B TRAF6 TRIM28 TTC39C UPF3A UVRAG VPS26A WBP4 XBP1 XPOT YAF2 ZBTB12 ZC3H12D ZNF250 ZNF608 ZNF623 ZNF639 ZNF703 ZNF777 ZNRF1 GSE7831_UNSTIM_VS_INFLUENZA_STIM_PDC_1H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7831_UNSTIM_VS_INFLUENZA_STIM_PDC_1H_UP ABCF3 ABHD17A ABHD2 ACAA2 ACP3 ACTN2 ACTR3B ADARB1 ADGRA3 AHR AJUBA AKAP12 AKR1C3 AKT1S1 APOBR AQP9 ARAF ARHGAP11A ARHGAP26 ARMC3 ASB2 ASL ASXL2 ATP5MG ATP6V0E1 AURKB B3GNTL1 BET1L BIRC5 BORA C14orf119 C2CD2L C9orf152 CALHM6 CD1D CD38 CD3E CD52 CD9 CDCA8 CDH1 CDK2AP2 CDKN3 CECR2 CKS2 CLNK CNP COBLL1 COTL1 COX5A CRPPA CRYBG3 CSF2 CSNK2B CTSA DAD1 DCP2 DDA1 DDC DDT DEPDC1 DOCK8 DTNBP1 DUSP14 DUSP6 DYNLT1 EBP ELL2 ERI1 F2R FADS2 FDFT1 FGD6 FGF11 FGR FHL2 FIRRE FRMD6 FUCA1 GADD45G GATA3 GCM2 GEM GGT7 GOLGA7 GRK6 H1-4 H2BC5 HCLS1 HIVEP3 HRC ID2 IDNK IFI30 IFITM2 IGHG1 IL4 KCNK6 KIAA1143 KIF22 KLF9 LAMP2 LGALS3 LHX1 LIPE LITAF LPAR6 LSM12 MAF MAN2A2 MAP1LC3A MBOAT7 MDH1 MED30 METRNL MINDY2 MRPL52 MVD MYH10 MYLIP NDST1 NECAP2 NMB NSDHL NUCB1 NUDT16L1 OAT OCIAD2 OR4C3 P2RY14 PAK6 PDZD11 PGP PIGU PILRB PIM3 PKP4 PLCG2 PLEKHO1 PLGRKT PMM2 PMVK PNPLA7 POLR3K PROS1 PRXL2A PSMB7 PSMB8 PTGER3 RELCH RGS5 RIOX2 RNF141 RNF26 RSU1 S100A4 S100A5 SAPCD2 SERINC3 SESN1 SGK1 SGMS1 SH3BGRL3 SH3BP2 SHARPIN SHCBP1 SLA2 SLC25A1 SLC26A6 SLC28A2 SLC39A6 SMIM15 SPC25 SPCS2 SREBF1 STARD4 STING1 SWAP70 SYNJ1 TBK1 TEX9 TGM1 TM6SF1 TMC6 TMEM101 TMEM256 TPP2 TXNIP UAP1L1 UBASH3A UBASH3B UBE2S UROD USB1 USP20 USP29 VMAC WIPF1 XRCC2 ZAP70 GSE7831_UNSTIM_VS_INFLUENZA_STIM_PDC_4H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7831_UNSTIM_VS_INFLUENZA_STIM_PDC_4H_DN AARS1 ACIN1 ADAMTS1 ADORA2A ADSS1 AHNAK AK3 AKR1E2 ALAD ANAPC5 ANKRD28 ASNS ATP1B1 ATRAID BCAS2 BLNK C8orf82 CA1 CA2 CADM1 CCR5 CCR9 CD200 CD28 CD48 CDH10 CDIP1 CFL2 CHCHD3 CHMP3 CHRNB1 CLCN5 COX6A2 CPSF2 CTPS2 CTSB CTSD CTSV DAD1 DAG1 DAP DCAF1 DDIT4 DDX1 DGAT1 DLST DNAJC7 DNASE1 DNM1 DNM1L DTX2 ECH1 EEPD1 EIF4G2 EMC3 EMP3 ERBB3 ETV1 F5 FABP2 FAM220A FDPS FES FKBP2 FKBP4 FLT3LG FMOD GALNT11 GBA2 GCOM1 GLB1 GLRX3 GNA11 GNA15 GNE GOLM1 GRK6 GRN GTF2I HAL HCRT HDAC5 HEMGN HMGCR HMGN5 HSPA4L IGLC1 IL7R INPP5K IPO11 IRF1 IRF8 ITIH3 KIF3C KLK4 LANCL1 LDB1 LDHB LEFTY1 LITAF MAD2L1BP MAOA MAP7D1 MAPKAPK2 MAU2 MCOLN2 MED10 MEPCE MLEC MPDU1 MRPL58 MTDH MTF2 MTM1 MX1 MYDGF MYO5B NHP2 NOTCH1 NPC2 NPTX2 NSDHL NUCB2 OCIAD1 OR4C3 OXCT1 PACSIN1 PAFAH1B3 PARD6A PCNP PEX6 PIM2 PKN2 PLAC8 PLTP PMS2 PNCK POLD1 POLD2 PPDPF PPIC PPP1R14B PRDX2 PRSS8 PSPH PTCRA PTGR1 RAC2 RAMP1 RDH11 RELL1 RHOH RIPK1 RNASE4 RPL12 RPS6KA1 RUNX2 S1PR4 SDHB SDHC SEC23B SEC61A1 SELENOS SERINC3 SERPINH1 SFPQ SFRP1 SH3BGR SLC25A53 SLC44A4 SLC7A6 SLPI SMIM11 SNX9 SPIB SPIN1 SPINT1 SSBP2 SSR2 TANGO2 TBXA2R TCEAL9 TCF25 TMED10 TMEM229B TNFAIP8L1 TRABD TRIM25 TRIR TSC22D1 TSPAN8 TWSG1 TXNDC5 UBXN4 VRK3 WDR81 XPO6 ZDHHC14 ZFYVE19 ZG16 GSE7831_UNSTIM_VS_INFLUENZA_STIM_PDC_4H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7831_UNSTIM_VS_INFLUENZA_STIM_PDC_4H_UP ADAMDEC1 ADIG AEBP2 AHR ANXA3 ANXA5 AP2B1 APOBEC1 APOE ARHGAP9 ARHGDIA ARL4C ATP5PB AURKA B4GALNT1 BAZ1B BCL3 BFSP1 BID BMP1 BRAP BTG2 C9 CA8 CACNB3 CBFB CCNA1 CCND1 CD300C CD302 CD52 CD63 CD74 CD81 CDC25C CFHR2 CHKA CHMP5 CHRNE CIB1 CLIP4 COPA CORO1A COTL1 CSF1R CTBP2 CTDSP2 CTNND2 CYB5R3 CYP7B1 DAO DIAPH2 DKK1 DMP1 DNASE1L1 DSTN DTX1 EBI3 ECE1 ECI1 EEIG1 EFHD2 ELOVL3 EMD ENO3 ENTPD1 EPB41L2 EPHX2 FCGR2B FLNB FUT7 GALR3 GCNT2 GFAP GLRX GML GNB1 GPN1 GRB2 GSR HERC4 HIF3A HK2 HLA-DMB HLA-DOA HLA-DOB HLA-DRA HLA-DRB1 HLA-G HSD3B7 IFIH1 IHH ITCH ITGAV ITGAX ITGB5 JARID2 JUN KCNA7 KDELR3 KIAA0930 KIF11 KIT KRT33B KRT71 KSR1 LASP1 LCP1 LDB2 LTB LYL1 MAFK MAN1A1 MAN2B1 MAPRE3 MARCKSL1 MDH2 MDM1 MFAP5 MKRN3 MMP12 MSRB1 MYOM2 NCF2 NELFE NPR3 NR2C1 NRG3 OAS1 PAK2 PCBD2 PCSK2 PCYT1A PDE4B PDE6B PGLYRP1 PKP1 PLA2G7 PLD2 PLXNA1 POLR1A PPP1R15B PPP1R21 PRDX1 PRKCZ PRRC1 PRUNE1 PSMB9 PTPRE RALA RASA4 RBFOX2 RBM22 RGL1 RGL2 RGS2 RNASEH2B RNF149 RRM2 RTN1 SBF2 SCX SEMA4A SH3BP1 SH3D19 SLC12A2 SLC12A7 SLC22A5 SLC66A2 SLC7A7 SLC8A1 SMARCD1 SMARCD2 SNX10 SNX21 SOD1 SOWAHC SPI1 SPRED2 SQOR ST3GAL5 SYCP1 TAF1B TAP1 TCERG1 TES TGFBI TGM2 THOP1 TMEM131 TMEM176B TNFRSF1B TNFRSF21 TRAF1 TXNRD1 UQCRC2 VASP ZBTB22 ZFAND5 ZFP2 GSE7852_LN_VS_FAT_TCONV_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7852_LN_VS_FAT_TCONV_DN ABCB1 ABLIM3 ACYP2 AGPAT4 AHCY AKAP13 ALAS2 ANTXR2 ANXA2 AR ARHGAP21 ARHGAP26 ASB1 ATF3 ATF4 ATP2B4 AXIN2 BAG3 BCL2A1 BCL2L1 BEX2 BEX3 BHLHE40 BTG3 CAMK2N1 CASP1 CASS4 CBLB CCR2 CDC42EP3 CDKN1A CDR2 CEMIP2 CFD CLTC COBLL1 COL3A1 COL4A1 CORO2A CTNNA1 CUEDC1 CXCL3 CXCR3 CXCR4 CYB561 DCAF5 DCN DENND4A DENND4C DENND5A DGKE DIPK2A DPT DPY19L1 DUSP5 EFEMP1 EHD4 ENTPD1 EPSTI1 ESM1 FANCF FARP1 FASLG FBXO30 FHL1 FOSB GAS7 GPSM1 GPX8 GZMB H2AZ1 HCST HIGD1C HIP1 HIVEP2 HMGB2 HOPX HSPA13 HSPA5 IER3 IFITM2 IFNG IGF2 IL10 IL1RL1 IMPACT INPPL1 IQGAP1 ITGA1 ITGB1 ITSN1 JCAD KCNJ8 KCNK5 KCTD12 KHNYN KLF9 KLHL11 KLRG1 LGALS1 LMNB1 LRRK1 LUM MARVELD2 MDFIC MECOM METRNL MMP9 MPRIP MYADM MYO1F NEDD4 NFATC2 NFIL3 NFKBIZ NIBAN1 NKG7 NR4A1 NR4A2 NUDT4 NXPE4 ODC1 ORC1 P2RY10 PDE7A PHF13 PHF6 PKD2 PLEK PLEKHF2 PLP2 PLS3 PNP PPP1R15A PQBP1 PRDM1 PRKRA PTPN9 PYGL RAB11FIP5 RAI2 RAP1GAP2 RAPH1 RGS2 RIPK1 RNF128 RNF19B RORA RUNX3 RXRA RYR1 S100A11 S100A4 SAMSN1 SAP30 SEC24D SEMA3G SEMA4C SIK1 SLC16A6 SLC25A28 SLC2A3 SLCO4A1 SMAP1 SNCA SNHG8 SNIP1 SOCS2 SOD2 SORL1 SPARCL1 SRSF7 STIM2 STX3 SYNE3 TAGLN2 TAX1BP3 TBX21 TJP2 TMBIM1 TMED9 TMEM64 TNFRSF18 TNFSF14 TOB1 TRIM13 TSC22D1 TSC22D2 TTC19 TTC39C TXN UHRF2 USP27X VCL ZBTB42 ZC2HC1A ZCCHC10 ZFP36L2 ZNF212 ZNF622 GSE7852_LN_VS_FAT_TCONV_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7852_LN_VS_FAT_TCONV_UP AASDH ABHD18 ABRAXAS1 ACVR1B ADAR AEN AHCYL1 AKAP5 ALG8 AMER1 AMPD1 ARGLU1 ARMT1 ARRB1 ATP11B ATP13A3 BCL9 BCOR BCS1L BPHL BRMS1L BTF3L4 C1orf21 C2orf68 CAPN3 CASD1 CC2D1B CENPJ CEP41 CEP43 CEPT1 CERS6 CFAP65 CNKSR3 CNOT3 COLGALT2 DCP2 DENND11 DENND2C DENND2D DGLUCY DLG1 DNMT3A DNTT E2F6 ELOVL7 EMC1 EMC8 EPHX1 ERBIN ERCC4 ERGIC2 EXD2 FAM120A FAM234B FBXL5 FNTB FTO GAA GABRR2 GDI1 GGA2 GIMAP8 GOLGA1 GPR146 GPR18 GPRASP2 GUCA1B H2BC13 HDAC7 HES6 HLA-DOA HMGA1 HOOK3 HS1BP3 HTT IBTK IFT80 IGF2BP2 IGIP INPP5B IREB2 IRGM ISOC1 ITGB3BP ITM2A KCTD13 LIMD2 LIPT1 LRP5 LRRC40 LRTM2 MAMDC4 MAP3K7 MAP4K2 MAST4 MCOLN3 METTL18 MFAP3 MGAT4A MGST2 MRPS33 MSRB2 MSS51 MTAP MTURN MTX3 N4BP2 NAPG NCDN NEMP1 NR2C1 NUFIP2 NUP50 PALS1 PARD6G PARP11 PCGF3 PDK1 PGPEP1L PIKFYVE POU3F2 PPM1B PPP1R35 PREPL PRKCB PRR14L PSMB2 PSMG1 PTCH1 PWP1 PXMP4 RAPGEF4 RASSF5 RBM26 RDH10 RERE REV3L RFX3 RNF149 RNF170 RREB1 S100PBP SAMD10 SATB1 SDAD1 SDHAF1 SESN1 SESN3 SFXN2 SGK3 SH3PXD2A SIKE1 SLC25A51 SLC26A6 SLC30A7 SMG1 SNN SNORD89 SNRPG SOCS4 SPSB1 SPX STAG1 STARD5 STAT1 STRADB SUPT7L SUSD1 TERF2 TFAP4 TGFBR3 THAP2 TMEM41A TMEM42 TMIE TREML2 TRIM21 TRIM34 TRUB1 TSSC4 TTC28 TUBGCP4 UROS USP18 XKRX ZBTB18 ZER1 ZFC3H1 ZKSCAN8 ZNF229 ZNF266 ZNF329 ZNF354C ZNF408 ZNF43 ZNF445 ZNF563 ZNF592 ZNF841 GSE7852_LN_VS_FAT_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7852_LN_VS_FAT_TREG_DN ABLIM3 ACOD1 ACSS2 ADGRG3 ADIPOR2 AGPAT2 AGPAT4 AHNAK ALCAM ANXA4 ARHGAP21 ARHGAP23 ARHGAP31 ARL13B ARL14EP ARNT2 ATP2A2 BAMBI BEX2 BLTP3B BRD2 CAPN2 CARHSP1 CAVIN3 CCR2 CCR4 CD99 CDH17 CENPL CHMP4C CHST1 CIB4 CLTC CMTM8 COBLL1 COL16A1 COQ8A CRIP2 CSGALNACT1 CSTB CXCL10 CXCR6 DCTN1 DENND4A DIAPH1 DLG5 DNAJB4 DNAJB9 DNASE1L1 DRAM1 DUSP1 DUSP3 ECHDC2 EFCAB6 ELF1 ELL2 ELOVL5 ELOVL6 EMB EPM2A ETS2 EYA2 FAM107B FAM135A FBXO33 FEM1C FLNB FZD4 FZD5 GALC GALNT1 GALNT2 GCH1 GK GLRX GLS2 GNB1 GRAMD1C GRK5 GSN H3C4 HBB HLF HOPX HOXD9 HS6ST2 ID2 IDI1 IER3 IER5L IFNA1 IL10RA IL12RB1 IL18RAP IMPA2 INPPL1 INSIG1 IQGAP1 IRF5 IRF6 ITGA1 ITPRIPL2 JDP2 KCTD16 KIF23 KIFAP3 L1CAM LHFPL6 LTB4R MAFF MAFG MAGI1 MAPKAPK3 MEGF9 MFSD6 MGAT4B MID1IP1 MITF MLF1 MT1E MT2A MTARC1 MYO3A NADK NCEH1 NDEL1 NINJ1 NR4A3 OSBPL3 PARD3B PBX3 PCDH18 PCDH19 PCYT1A PER1 PHKA1 PHLDA1 PKD2 PLCL2 PLEC PLEKHA7 PRKAR2B RAB20 RABGEF1 RALGDS RAMP1 RAP1GAP2 RAPGEF2 RASGRF1 RBP7 RBPJ RELL1 RGCC RGS5 RHOB RHOBTB1 RNF125 RRAD SAMD14 SAMSN1 SAP30 SDCBP2 SELENOM SGMS2 SHROOM4 SLC35E2B SLC41A2 SLC52A3 SLCO3A1 SMAD3 SOX6 SQLE SQSTM1 SRGN SYNE1 SYNE2 TBC1D19 TBX15 TGIF1 TGIF2 TKTL1 TMBIM1 TMEM64 TMTC2 TNFSF9 TOB1 TPD52 TPP2 TSC22D2 UBALD2 VEZF1 VPS37B VPS8 WDSUB1 WDTC1 WSB1 YPEL2 ZC3H12A ZC3HAV1 ZNF503 GSE7852_LN_VS_FAT_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7852_LN_VS_FAT_TREG_UP AASDH ABHD10 ABHD17C ABLIM1 ABTB3 ACP5 ADAL ADAMTS6 AHR AIDA APEX1 ARHGEF3 ASXL1 ATAD3A B4GALNT1 BAG4 BAZ2B BBX BCAP29 BMI1 BZW2 C18orf21 C19orf12 C1GALT1 C2orf68 C2orf88 C6orf136 CAMK2D CAMLG CCDC51 CCNG2 CD1D CDCA4 CDCA8 CDCP1 CENPO CEP68 CEP97 CNDP2 CNN2 CNOT2 CNOT3 CNOT9 CPT2 CRCP CSTF1 CSTF2 CTU1 CUL4B DAPP1 DCP1A DCUN1D2 DHX57 DNAJC3 DNAJC7 DRG1 DUS1L EIF3L ENSG00000267882 ERAL1 ERCC4 EXO5 EXOC6 FAM118A FAM174B FBXO22 FGD6 GADD45GIP1 GATA1 GMCL1 GMPS GOLGA1 GPALPP1 GSAP GYPC H2BC13 HAUS6 HDAC10 HDAC7 IFIT1B IGIP INPP5F JAGN1 KAT2A KDM5D KPNA4 LIN9 LUC7L3 LY9 MCMBP MICAL1 MLX MOGS MPP1 MRPS11 MTFMT MTMR4 NAE1 NGRN NHLRC3 NSUN2 NT5C2 NUDCD1 NUP133 NUP160 NUP205 OVGP1 PARS2 PATJ PCMTD2 PHIP PIGN PIP4K2A PLEKHG2 PPCS PPIF PRIMPOL PRMT9 PRPS2 PRR14L PTGER2 PTGER4 PTPN6 PUM3 RABEPK RABGAP1L RASA2 RASSF2 RBCK1 RBM22 RBM41 RCCD1 RELCH RFC5 RFX5 RGP1 RNF135 RNF38 RUVBL2 S1PR1 SCAI SDHA SEH1L SENP8 SESN3 SFXN1 SGK3 SHPRH SLC37A4 SLC38A1 SMC4 SNORD89 SOS1 SPAG1 ST6GALNAC4 STARD7 STAT5B STING1 STK38 STRN STX16 STX1A SUGP1 SYCP3 SYNPO TARS2 TBC1D14 TBC1D2B TBC1D4 THUMPD3 TLR7 TMEM154 TMEM71 TOE1 TOP2B TOPBP1 TRAF3IP2 TRAPPC5 TRIM34 TRMT1L TRMT5 TRMT6 TTC13 TTC27 TTC28 TXK UBLCP1 UBR7 USP40 WDR3 WDR73 WDR77 XPOT ZC3H12C ZNF12 ZNF18 ZNF229 ZNF266 ZNF471 ZNF518A GSE7852_LN_VS_THYMUS_TCONV_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7852_LN_VS_THYMUS_TCONV_DN AAGAB ABHD12 ABHD17C ADGRL1 ALDH5A1 ALDH7A1 ALOX5AP ALYREF ANKRD23 ANKRD37 AP3S1 ARHGEF10 ARID2 ARMCX1 ASF1B ATAD5 ATP13A1 BEX3 BLM BTBD9 C19orf53 C1orf21 C2orf76 C4orf46 CACTIN CAP1 CAP2 CBX1 CBX2 CCDC34 CCNB1IP1 CCND3 CCNF CD27 CDC20 CDC6 CDCA5 CDK1 CDK2 CDK6 CENPA CENPE CENPP CENPT CEP290 CEPT1 CHDH CHST15 CIR1 CKS1B CNIH4 CTSC CXXC5 DBNL DDIAS DDX39B DEPDC1 DEPDC7 DMTF1 DSCC1 E2F2 E2F8 ECT2 EEIG2 EIF2B4 EIF4E3 ENO2 EPM2AIP1 ERMARD ESPL1 EXPH5 EZH2 FABP5 FIGNL1 FRAT2 FRMD6 FUT8 GALNT2 GK5 GOLM2 GZMA H2BC18 HACD1 HAL HASPIN HEMGN IFT140 IFT81 IGF2BP3 IL17RB IQGAP1 IRGQ ITFG2 ITM2A ITPR2 KIF2C KLF10 LIG4 LZTFL1 MAGI3 MARCKS MASTL MCM10 MCM7 MED1 MELK MFSD8 MIS18BP1 MS4A2 NCAPG2 NCAPH NDRG1 NEDD4 NIBAN3 NNT NTN4 NUSAP1 P2RX4 PARPBP PBK PCNA PDE5A PFKP PLK1 PLSCR3 PPM1L PRC1 PRELID2 PRICKLE1 PRIM1 PRKAR1A PRKAR2B PRKRA PRR11 PSD3 PTGFRN PTPRF RAB3D RAB3GAP1 RAB4A RAD51 RAD51AP1 RAD54L RALGPS1 RAP1GAP2 RB1 RNASE6 RNF14 RPL7L1 RRAS2 RRM1 SAFB SASS6 SCPEP1 SFI1 SGO2 SIPA1 SKA2 SKP2 SLC15A1 SLC16A10 SLC35D1 SMC5 SNRNP27 SOX4 SRP68 SSTR2 STON1 STRIP2 STX3 SUOX SUPT16H TBC1D19 TIMELESS TNKS TOP2A TRIM37 TTC5 TTK TUBE1 TWNK TXN UBE2C UBE2E3 UHRF1 USPL1 VCAN VCL WDR83OS WDSUB1 WTAP ZBED4 ZBTB18 ZDHHC21 ZFAND4 ZFYVE28 ZNF157 ZNF212 ZNF22 ZNF600 GSE7852_LN_VS_THYMUS_TCONV_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7852_LN_VS_THYMUS_TCONV_UP AASDH ABTB3 ACADL ACOT13 ADAP2 ADCY10 ADGRB1 AFP AKNA ALDOA ANTXR2 APOBEC3B APP ARHGAP5 ATF7IP ATP6V1D ATXN1 AVPI1 BANK1 BCL2A1 BCLAF1 BICRAL BLTP3B BTG1 C2orf74 CALHM6 CAMK2B CASP1 CASP4 CBX7 CCDC160 CCDC198 CCL5 CD200R1L CDC42EP3 CEBPB CHRNA1 CISD3 CKB CRBN CREB3L2 CRTAM CST7 CTLA4 CUBN CXCR3 CYP2S1 CYP4V2 DAPK1 DAPL1 DDX3Y DGKE DMBT1 DMRTA1 DNAJB2 DNMT3B DPH1 DSTYK EFHD2 EID2 EMCN ENPP1 FAM210B FANCF FCMR FMO5 GBP4 GCNT1 GMPPA GNPTG GNS GPATCH4 GPC1 GPM6B H2AB2 HGSNAT HLA-B HLA-E HYCC1 IDUA IFNG IL18R1 IL2 INSIG1 IRAK3 ITGA6 ITGB1 KCTD17 KDM5D KIAA0232 KLRD1 LAMC2 LANCL3 LATS2 LDLR LGR4 LINC01160 LRIG1 LRRC75B LY6E LYST MAP3K7 MAP7 MBLAC2 METTL1 MFF MIF4GD MS4A1 MYH11 MYO15A NANOS1 NHERF1 NKG7 NOTCH2 NUAK2 NUDT6 OAS1 ODC1 OSGIN1 OXLD1 PBXIP1 PDCD11 PDK1 PEX11A PIK3CB PINK1 PLAAT3 PLCB3 PLSCR1 PNPLA6 PPP1R18 PRR13 PRSS12 PRXL2C PSEN2 PTGES2 PTGIS PTGR3 QPRT RAB6B RAD23A RBM43 RCCD1 RCN1 RDH5 RGMB RGS1 RIC8A RNF144A RPGRIP1 RPL35 RPL36A RPL37 RPS16 RPS9 RRAS RRP8 RSAD1 RUNDC3B S100A4 S100A6 S1PR1 SCD SERPINB9 SH3BP5 SIPA1L2 SLC12A9 SLC15A2 SLC1A5 SLC37A2 SLC52A3 SLC7A1 SOCS3 SPATA5L1 SPNS3 STK39 SULT4A1 TASP1 TDP2 TEC TIGAR TMEM229A TMEM31 TMEM38B TNFRSF13C TNFSF14 TOX4 TPD52 TRIM11 TRIM2 TRMT61A TTC39B USP36 UTY XDH ZBTB40 ZBTB42 ZFP36L1 ZSCAN12 GSE7852_LN_VS_THYMUS_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7852_LN_VS_THYMUS_TREG_DN ACOT7 ACTN2 ADCY6 ADGRL1 AK3 AKAP12 ANXA2 AP1S3 ARHGAP20 ARHGEF39 ARID5B ARMCX1 ASF1B ATF1 ATP6V0E2 ATRNL1 BCL2L13 BEX1 C15orf48 C19orf53 C1orf21 CADM1 CAP1 CCNB1IP1 CCT2 CDC23 CENPL CEP131 CEP72 CERS6 CFTR CILP CMAS COMMD7 CPTP CRYM CSNK1E CTSC CXCR4 CYBRD1 DNAAF5 DNAJC12 DPCD DUSP10 EHD3 ENO1 ENO2 EOMES EZH2 EZR FAM133B FAM234B FCER1G FHL1 FIRRE FRAT2 FUT8 FYTTD1 GK5 GLIPR1L2 GNB4 GOLM2 GP6 GPSM2 GZMA H2BC18 HAL HDDC3 HEBP1 HELLS HEMGN HNRNPAB HSD17B7 HSP90AA1 HSPD1 ICMT ID2 IFITM3 IFT57 IFT74 IGFBP7 IRAK1BP1 IRGQ JADE3 KCNF1 KCNK5 KDM6A KIFAP3 KIFC1 KIT KPNA2 LACTB LDHA LGALS3 LIF LIG4 LMO4 LRRC52 LYPLAL1 LZTFL1 MACO1 MACROH2A1 MAMDC4 MCF2L MEGF9 METTL6 MTF2 MXD1 MYB NAP1L1 NFXL1 NMNAT1 NMRAL1 NNT NSF NTN4 NUCKS1 NUP50 NUSAP1 PADI4 PAPSS1 PARM1 PCBP1 PCGF5 PCNA PDE3B PDS5B PEPD PFKM PGAM1 PI4K2B PLA2G4F PLEKHA5 PPHLN1 PPIL3 PPP1R3B PRELID2 PRICKLE1 PRKAR1A PRKAR2B PRKRA PTER PTGFRN PTGR1 PTPRF PYGL RAB4A RAD51D RAMP1 RAMP3 RCBTB2 RFLNB RGS12 RNF14 RPL7L1 RRAS2 RYR2 SEPHS1 SKP2 SLBP SLC25A14 SLC43A3 SLIT2 SMARCA5 SMC3 SMC5 SOX4 SSX2IP ST6GALNAC2 STT3B SUPT16H TADA1 TBC1D19 TCEAL8 TCF7 TDRKH TEX9 TGFBR3 THBD THEMIS THOC7 TLCD2 TMEM87A TNFSF8 TOLLIP TOP1 TPI1 TSPAN6 TTC5 VCL WDR70 WDR90 XIST YWHAQ ZC4H2 ZFTA ZGRF1 ZNF43 ZNF667 ZSCAN29 GSE7852_LN_VS_THYMUS_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7852_LN_VS_THYMUS_TREG_UP ABCB1 ABCC4 ABHD14B ABTB3 ACAP1 ACOT11 ADCY7 ADGRD1 AGO3 AKNA ANKH ANKLE2 ANTXR2 ARHGAP31 ARHGEF12 ARNT2 ARRB1 ARSB ART3 ATF7IP ATG4C ATP6V1D BANK1 BCLAF1 BCOR BMP2K BRF2 CASP1 CASP4 CBX7 CCNG1 CD72 CD86 CDCP1 CKB CPE CPM CPQ CRBN CREB3L2 CST7 CXCL3 CYP2R1 CYP4V2 D2HGDH DAPP1 DDX3Y DMD DOK1 DUBR EI24 ETV1 FAM210B FASLG FBXO32 FCMR FGD6 FGF13 FLNB FMO5 FOXN3 FOXRED2 GALNT10 GBP2 GBP4 GIMAP7 GNA11 GNAQ GPM6B GPR15 GPR68 GUCY1B1 H2AB2 H3C7 HEXA HGSNAT HLA-B HLA-DQA1 HLA-E HNRNPLL HOPX HVCN1 IFIT1 IPCEF1 IRAK3 IRF4 ITGA6 JADE2 KCTD2 KDM5D KHDC1L KIAA0232 KIAA0930 KIF13A KIF5C KLHL12 LAX1 LCLAT1 LPIN1 LPXN LRIG1 MAN1C1 MAP3K7 MAP7 MARVELD2 MAT2A MFF MIDEAS MS4A1 MTMR7 MYH11 NDST1 NFIA NLRC5 NMNAT3 NR1D2 NR3C2 NT5E NUAK2 NUDT19 OSBPL7 OXR1 PACS1 PARP3 PDCD11 PDE2A PEAR1 PGGHG PGPEP1L PHLPP2 PIGK PISD PLCL1 PLPP1 PLXNC1 POU6F1 PRG4 PRKCA PRKCE PRXL2C PSEN2 PTGER2 PTGER4 PTPRJ QPRT RAB43 RAB6B RBM43 RCCD1 REC8 RNF123 RNPEP RPS6KA2 RSAD1 RUNDC3B SCD SEC16B SEPTIN8 SH2D4B SHE SLC12A7 SLC15A2 SLC24A3 SLC28A2 SLC2A3 SLC35A5 SNX9 SPN SRGN ST6GALNAC4 SUPT20H SYNPO TANC1 TASP1 TBC1D14 TBC1D30 TDP2 TIRAP TMBIM1 TMEM154 TMEM175 TMEM209 TMEM63A TNF TNFRSF1A TPD52 TRIM68 TTC7A TTN TWSG1 UBASH3B UNK USP36 USP40 WIPF2 WSCD2 XDH ZNF131 ZNF180 GSE7852_THYMUS_VS_FAT_TCONV_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7852_THYMUS_VS_FAT_TCONV_DN ABLIM3 ABT1 ABTB3 ACOT11 AGO3 AGPAT4 AKAP13 AKIRIN2 AKNA ALAS2 ANG ANTXR2 ANXA2 AOPEP APOBEC3B APP ARHGAP21 ARL4A ATF3 ATF6 ATP2B3 ATP2B4 ATXN7L1 B3GNT5 BAIAP3 BCL2A1 BCLAF1 BMP2K BTG3 CAMTA2 CARD10 CASS4 CAV1 CBLB CD38 CD82 CD93 CDC42EP3 CFD CKB CLTC COL3A1 COL4A1 CPT1A CREB3L2 CRIM1 CST7 CTNNA1 CXCR4 CYFIP1 DAPK1 DENND4A DGKE DNAJA4 DNAJB9 DOCK2 DPY19L1 DYRK3 EFNB2 EIF4EBP1 ENPP1 EPSTI1 F2R FAM210B FAM241B FANCF FARP1 FLT1 FOSB FRMD4B GADD45B GAS7 GATAD2A GCH1 GPC1 GUCY1B1 GZMB HIP1 HIVEP2 HLA-A HOPX HSPA5 IER3 IFITM2 IGSF8 IL10 IL18R1 ILDR1 IMPACT INPPL1 ITGA1 ITGB8 ITPRIPL2 JCAD KCNK5 KCTD17 KIF5C KLF12 KLHL11 KLRG1 LATS2 LDAF1 LDLR LGALS1 LGALSL LINC01160 LITAF LPXN LRIG1 LRRC75B LUM LUZP1 MAF MAFF MAPRE2 MBP MDFIC MIF4GD MMP9 MRPL16 MYADM MYO1F NAF1 NEFH NFIL3 NFKBIZ NIBAN1 NOTCH2 NR1D2 NUAK2 ODC1 P2RY10 PDE7A PHF6 PHLDA1 PISD PLD2 PLEK PLPP2 PLS3 PLXNC1 PNMA1 PNP PPP1R15A PRNP PROS1 PRXL2C PTGER4 PTPN9 PTPRB PTTG1 PYGL RAB11FIP5 RAB6B RCN1 REL RELL1 RGS2 RNF144A RPL39 RRAS RUNDC3B RUNX2 RUNX3 RYR1 SAMSN1 SEC24D SHLD1 SIK1 SIK2 SLC25A53 SLC38A2 SLC4A7 SNHG8 SPRYD7 SQLE STIM2 STX3 TAB2 TAGLN2 TAS1R1 TBRG4 TDP2 TEC TJP2 TMBIM1 TMEM14C TMEM176B TNFSF14 TRPS1 TSC22D1 TSC22D2 TSPAN1 TTC39C UBE2F XDH YES1 ZCCHC14 ZDHHC2 ZNF212 GSE7852_THYMUS_VS_FAT_TCONV_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7852_THYMUS_VS_FAT_TCONV_UP AAGAB ABHD18 ABLIM1 ABRAXAS2 ACER3 ADA ADCY6 ADGRL1 ALDH2 ALDH5A1 ALDH7A1 AMIGO2 AP3M1 AP3S1 ARGLU1 ARMCX1 ARMT1 ARV1 ASF1A ASXL1 ATAD5 ATP8A1 ATP9A BCOR BCS1L BEND5 BNIP1 BRMS1L C1orf112 C1orf131 C2orf68 C6orf120 CACNA2D4 CAP2 CBX1 CBX2 CCNB1IP1 CCND3 CDK2 CELSR2 CENPP CEPT1 CHDH CHEK2 CNOT3 CNOT6 COG6 COQ10A CTSC CYB5R1 DBNL DGLUCY DIP2C DLG1 DMTF1 DNAJC5 DNMT3A DRAM2 DYNLT1 EAF1 EIPR1 ELOVL7 ERCC4 ERI1 FAM8A1 FBXW10 FEN1 GALNT11 GEMIN6 GGA2 GK5 GORAB GPR146 GPR18 GRHPR GSKIP HARBI1 HDDC3 HDHD2 IGF2BP3 IGSF23 IREB2 IRGQ ITM2A JMJD8 KRTAP3-3 LDHB LEF1 LGALS9B LHX2 LIPT1 LMF1 LPCAT3 MACO1 MAGI3 MCOLN3 MED14 MED8 MFAP3 MGST2 MIEF1 MLLT11 MSRB2 MSS51 MTERF1 MTURN MTX3 MYB MYH6 MYOG NAPG NATD1 NCBP2 NEMP1 NR2C1 NSMCE1 NUSAP1 OASL OGT OTUB1 PALS2 PARD6G PBX2 PCGF3 PDHA1 PDZD2 PLD3 PLK1 POLD2 PPM1B PRRG1 PSMD11 PTGFRN PTPRF PWP1 RAB5B RAD51 RAD51AP1 RC3H1 RNASE6 RNF14 RNF145 RNF170 RRAS2 SATB1 SCG5 SGK3 SGO2 SH3PXD2A SLC15A1 SLC26A6 SLC30A7 SLC35A4 SLC39A14 SMC5 SMIM7 SPAST SPDL1 SPNS1 SPSB1 STK24 STON1 SUV39H1 TARBP2 TBK1 TBL1X TDRP TET1 THNSL1 TIA1 TIMELESS TIMMDC1 TMCO6 TMEM87B TMEM9 TNFRSF13B TNKS TPM3 TPP1 TTC30A TTC5 TTK TUBE1 UBN2 UBXN11 UGDH UQCC6 WTAP ZBTB18 ZBTB5 ZER1 ZFAND6 ZFYVE28 ZNF22 ZNF266 ZNF280C ZNF43 ZNF592 ZNF600 ZSCAN29 GSE7852_THYMUS_VS_FAT_TREG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7852_THYMUS_VS_FAT_TREG_DN ABCB1 ABLIM3 ACOD1 ACTR1A ADCY7 ADGRF5 ADRB2 ANXA6 APBB1 APLP1 APOBEC3B AQP12A ARHGAP23 ARL13B ARL14EP ARRB1 ARSB ASAH1 ATF4 ATF6 BHLHE40 BLTP3B BMP2K BRD2 CAPS2 CASS4 CBX7 CCDC184 CCNG1 CCR2 CCR3 CCR4 CD200R1 CD99 CDKN1A CEP170 CIB4 CKB CLDN12 CLEC4M CLTC COQ8A CPNE8 CRIP2 CTNND1 CXCR6 CYP4V2 DENND4A DIAPH1 DNAJB12 DNAJB2 DRAM1 DUSP3 ELF1 ELL2 ENPP4 ENTREP1 EPB41L4A FADS6 FAM114A1 FAM135A FAM177A1 FEM1C FGF14 FLNB FOXL1 FZD4 FZD5 GCH1 GINM1 GLS2 GM2A GNAQ GOT1 H3C7 HERPUD1 HGSNAT HLF HS6ST2 IER3 IER5L IFNGR1 IL10RA IL12RB1 IL15RA IL18RAP IMPACT INPP5D INSIG1 IRF5 ITGAV ITPRIPL2 JDP2 JMY KCNJ14 KDSR KIAA0930 KIAA1191 KLF16 KLRG1 KRT33A LCLAT1 MAFF MANSC1 MAT2A MFN2 MIDEAS MIF4GD MIR22HG MLF1 MMP9 MRS2 MT2A MYO6 NCKAP1 NDEL1 NDRG4 NFKBIB NFKBIE NID2 NOP53 NPR1 NR1D2 NR2F1 PARD3 PCDH19 PER1 PGAP6 PHF19 PHLDA1 PIM3 PKD2 PLD1 PLEC PLIN2 PLS3 PLXDC1 PRKAB2 PRKCG PTPN4 RAB11FIP5 RAB43 RAB4A RAP1GAP2 RBPJ RGMB RHOB RHOC RORA RUNX2 S100A4 S1PR2 SAG SAMSN1 SEC16B SELENOM SHROOM4 SLC35E2B SLC38A2 SLC41A2 SLC66A2 SMAD3 SMIM3 SNX9 SORBS1 SP6 SPACA1 SQSTM1 SRPK3 ST14 STX11 TENT5A TGIF2 TIPARP TIRAP TJP2 TMEM140 TMEM273 TNF TNFSF9 TPPP3 TRIM36 TSC22D2 TSHZ1 TSPAN13 TUB TYRP1 UBALD2 UNC5B VOPP1 VPS37B WSCD2 YAF2 YPEL2 ZC3H12A ZCCHC14 ZDHHC2 ZNF503 ZNF703 GSE7852_THYMUS_VS_FAT_TREG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7852_THYMUS_VS_FAT_TREG_UP ABCD3 ABCG1 ACTR6 ADGRL1 ADH5 AGO1 ANKMY2 ANKRD39 AP3M1 ARHGAP20 ARMC1 ASXL1 ATF1 ATP5PB ATP6V0A2 ATPSCKMT BCAS2 BCL2 BCS1L BDH1 BRD7 BRD8 BRMS1L BTLA C2orf68 C2orf69 C9orf85 CALHM6 CBL CCND3 CCNH CCR6 CCR7 CD1D CD47 CDC16 CELSR1 CEP19 CEP68 CETN3 CHAMP1 CHCHD10 CNOT2 COIL CSTF2 CSTF3 DCK DCUN1D5 DEXI DFFB DIMT1 DNAI4 DPH5 DPH6 DRG1 DTX3L DZIP1 E2F3 ECHS1 EDC3 EFCAB2 EFCAB7 ELMOD2 ENOX2 EVL EXOC6 FAF2 FAM234B FAM91A1 FBXO32 FKTN GATAD1 GMCL1 GOLM2 GOSR2 GTF2A2 GUF1 GYPC HCFC2 HDAC7 HPRT1 HYPK ICE2 IGF1R IGSF3 IREB2 ITGAE ITGB3BP JARID2 KIAA1143 KLHDC2 KLHL9 KTI12 LEF1 LMAN2L LUC7L3 METTL18 METTL6 MLLT11 MPHOSPH8 MPLKIP MRPL11 MRPL27 MRPL35 MRPL39 MRPL50 MTCH2 MTF2 N4BP2 NANP NDUFAF1 NIT1 NNT NUBPL OSTC PAPSS1 PDCD7 PDF PDHX PGP PHF10 PIGC PIGX PLEKHG2 PNISR POLR2D POLR2H POLR3G PPCS PPHLN1 PPIA PPIL3 PPP1R7 PRICKLE1 PSMA2 PSMA6 PSMG2 PSMG4 PTCD3 PUS7 RABEPK RDH14 REXO2 RFESD RFX7 RMDN1 RNF38 RPRD1A RTP4 RWDD1 SCAI SCYL3 SEC23IP SEPHS1 SFXN4 SGK3 SIRT3 SLC25A14 SMARCAD1 SMC4 SPICE1 ST6GAL1 ST8SIA6 STAT5B SUOX TADA1 TARS2 TCEANC TCF7 THEMIS TIMM22 TMEM229B TMEM258 TP53RK TRAPPC12 TRAPPC5 TRIB3 TRMT6 TTC28 TTLL4 TUBG1 TXK TXNDC15 UFM1 USP40 VAMP5 VCP WDR73 YEATS4 ZBTB5 ZBTB9 ZDHHC16 ZGRF1 ZNF141 ZNF229 ZNF329 ZNF43 ZNF512 ZNF799 ZSWIM1 GSE7852_TREG_VS_TCONV_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7852_TREG_VS_TCONV_DN AAK1 ABHD15 ADH1C ALKBH4 ALS2CL AMZ1 ANKRD13D AP2A2 AP3D1 AP4M1 APPL2 AQP11 ARFIP1 ARHGAP29 ARHGAP45 ARID5A ARL4C ATP2A3 ATP6V0A2 ATP8B4 B3GALT4 C19orf38 CBX4 CCDC115 CCDC141 CCDC71L CCSAP CD28 CD4 CDH1 CDPF1 CHD7 CLIP1 CLN3 CNGA1 COX10 CTDSP2 CYRIA DAP DENND3 DNAJC6 DOLK DSE DUSP6 DYRK2 EDEM3 EEIG1 EHD3 EIF2AK3 ELOVL7 EMB ENC1 ENTPD5 EPB41 EVI2A EVI2B F8A1 FAAH FAM120AOS FBXL14 FHIP2A FNBP4 GABRG2 GALNT10 GGT1 GIMAP4 GIMAP6 GPBP1L1 GPR171 GPSM3 GRAMD2B GRAP2 GRIPAP1 GRK6 GTF2I GUCD1 HIPK1 HPCAL1 HS3ST3B1 HSD11B1 ICAM2 IDO1 IFITM10 IKZF1 IL17RA IL1RL2 IL21 INPP1 INPP5B ITGB3 ITGB5 ITK ITPR1 KBTBD2 KCTD2 KLF13 KLHL4 KLRD1 LAIR1 LANCL3 LAT LBR LIMK2 LONP2 LPAR6 LRRC75B LYPD6B LYST MAD2L1BP MAP3K1 MAP4K4 MBOAT1 MBOAT4 MCTP2 METTL27 METTL9 MOB3B MSRA MYH4 NFE2L2 NPC2 NTRK3 NXF1 ORAI2 OTUD1 PAG1 PAQR7 PARP16 PCCB PCYT2 PDE3B PDE4B PDLIM4 PEX5 PGAP1 PIK3R5 PIM2 PKNOX1 PLEKHA2 PLEKHO1 PPM1H PPP1R17 PPP6R3 PRKCQ PRPF38B PTPN11 PXYLP1 RANBP10 RAPGEF4 RCBTB2 RFLNB RINL RMND5B RNF146 RNF19A RNF32 RTN4RL1 S1PR1 S1PR4 SCML4 SEMA4A SEMA4F SETDB2 SGK1 SHLD1 SIAH1 SLC12A7 SLC20A1 SLC30A4 SLC49A4 SLC9A9 SMAP2 SMIM6 SNHG8 SOSTDC1 SOX2-OT SPEN-AS1 ST3GAL6 STK26 TANC1 TDRP TENT4B TGFBR2 TGFBR3 THEMIS TLE4 TMEM161A TMEM186 TMEM9B TNFRSF1A TSPAN14 TSPYL4 TTLL12 UGCG USP12 VIPR1 ZAP70 ZFPM1 ZFPM2 ZNF652 GSE7852_TREG_VS_TCONV_FAT_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7852_TREG_VS_TCONV_FAT_DN AAK1 ABHD15 ABTB3 ADI1 AGFG1 AGPAT3 AP1S2 ARFIP1 ARHGAP26 ASAP1 ASF1B ATP11B BACH2 BAG4 BAIAP3 BDH1 BMS1 BTLA BUB1 C11orf68 C1orf21 C4orf46 C9orf40 CCDC115 CCSAP CD96 CDC6 CDCA5 CDPF1 CHCHD3 CHST2 CITED2 CLTA CNST COX18 CPNE7 CTSW CXCR3 DENND4C DFFB DGKD DIPK2A DNAJC15 DNAJC6 DTL DZIP1 E2F6 EIF2AK3 ENC1 ENSG00000286190 ENTPD5 EOMES EPB41 EPSTI1 ESCO2 ESM1 ETAA1 EVI2A EXOC6 F2RL1 FBXO32 FBXO7 FCHSD2 FGF13 G3BP2 GALNT10 GCC2 GIMAP6 GMNN GMPS GPC1 GPR18 GTF2I HAUS6 HCST HIVEP2 HPCAL1 HS3ST3B1 HSPA1B IL2 INCENP INPP1 IRF2BPL IRGM ISOC1 ITGA1 ITGB1 IVD JMJD6 KCNK5 KEL KIAA1143 KIAA2013 KIF2A KLF3 LAT LEF1 LETMD1 LIMD2 LIN9 LIPT1 LRP12 LRRC75B LYST MAP4K4 MBP MCM2 MCM5 MCTP2 MIB2 MRPL9 MYH4 MYO1F NFRKB NKG7 NOD1 ORC6 P2RX7 PAG1 PAOX PDE7A PHF13 PHF6 PHLPP2 POLH PPIF PRKCB PTCD3 PTGER4 PTGR3 RASL11B RBM6 RCBTB2 RELN RERE RGS3 RIPOR2 RNF115 RNF144A RPA2 RPS29 RSRP1 RTP4 RYR1 S1PR1 SEMA4A SGSH SH2D3C SHLD1 SLC12A9 SLC20A1 SLC9A9 SLCO4A1 SMAP1 SMYD4 SNHG8 SNRPB2 SNX5 SPRING1 ST3GAL6 ST6GAL1 STARD10 STIM2 STMN1 TBC1D2B TBC1D4 TBL2 TBX21 TCF7 TESC TFB2M THAP11 THEMIS TMCO4 TMEM106B TMEM131L TMEM252 TNFSF14 TNKS2 TRAT1 TRIB3 TRIM13 TRIM21 TRIM33 TRIM59 TRUB2 TSPYL4 TTYH3 TUBA1B TYW5 UNKL UQCC5 USP1 VAV3 VPS13A WDR12 ZAP70 ZFAND2A ZNF341 ZNF652 GSE7852_TREG_VS_TCONV_FAT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7852_TREG_VS_TCONV_FAT_UP ABLIM3 ACSF3 ADGRG3 ALCAM ALOX15B ANXA1 APH1B AREG ARHGAP31 ARHGAP6 ARL14EP ARL5B ARL6 ARMCX1 ARNT2 ARRB1 ASL ATF3 ATP13A3 ATP8A1 ATXN7L1 BACE2 BCL3 BPNT1 C1QTNF12 CAP2 CASS4 CD200R1 CDKN1A CERK CHMP4C CMTM7 CNKSR3 COBLL1 COQ8A CPM CRLF2 CSGALNACT1 CSRP2 CXCL10 CYFIP1 CYP4V2 DBNDD2 DHX40 DMXL2 DNAJB12 DNAJB13 DOT1L DUSP1 DUSP4 DYNLT1 DYNLT3 EBI3 EHD4 EIF4A1 ELF1 ELOVL5 ELOVL6 ENPP4 ERMP1 FAM98B FASTKD3 FEM1C FGL2 FRMD5 FXYD5 GALC GALNT1 GEM GLRX GLS2 GM2A GNAQ GPANK1 GPLD1 GPX1 HERPUD1 HMGCS1 HOPX HPGD HS6ST2 IFNGR1 IL10RA IL18 IL1R2 IRF5 ISG20 ITGAV ITGB3 ITPRIPL2 JCAD JDP2 KCNA4 KDSR KIFAP3 KLRG1 LAPTM4B LCLAT1 LRRC8C LTB4R LZTFL1 M6PR MAGI1 MAP4K5 MAPKAPK2 MID1IP1 MIF4GD MITF MLF1 MLXIP MTMR10 MYOG NADK NAV2 NCKAP1 NCMAP NDRG1 NEB NEU3 NFKBIE NFKBIZ NPNT OPA3 OSBPL3 PAX6 PCK2 PCSK1 PCYT1A PDCD1 PHLDA1 PIEZO1 PLCB4 PLCL1 PLD3 PLEC PLEKHA7 PLIN2 PLP2 PLXDC1 PLXND1 PPARG PPM1B PPM1L PRDM1 PRICKLE3 PRKAB2 PROS1 PSMB2 PTGES3 RAB4A RAB7A RABGEF1 RELB RGS16 RPS19BP1 SAMSN1 SERPINB6 SESN1 SH3PXD2A SLC25A19 SLC29A1 SLC35B2 SLC37A2 SLC39A1 SLC52A3 SLC66A2 SMIM3 SNX3 SNX9 SORBS1 SPTY2D1 SQSTM1 STX11 SWAP70 SYNGR2 SYTL2 TBC1D19 TGIF1 TGIF2 TJP2 TM7SF3 TMBIM1 TMEM170B TMTC2 TNFAIP8L1 TNFRSF18 TNFRSF9 TPD52 TSPAN13 TSPAN31 TULP4 VPS45 YPEL2 ZC2HC1A ZC3H12A ZC3HAV1 ZCCHC24 ZFP36 ZFP36L1 ZNF503 GSE7852_TREG_VS_TCONV_LN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7852_TREG_VS_TCONV_LN_DN ABHD15 ACP3 ACSS2 ACTN1 ADAMTS16 ADCY6 ADH1C AFP ALS2CL AMIGO2 AMPD1 AP2A2 AP3B2 APP APPL2 ARHGAP29 ARL5B ATP1B1 ATP6V0A2 ATP8B4 ATXN7L3B BCL2L14 BTLA C1orf21 CAMKK2 CARS1 CDPF1 CDR2 CELF4 CERS6 CHD7 CLIP1 CNGA1 CNN3 CRTAM CSNK1E CTSV CYP2S1 DAP DAPL1 DENND2D DMBT1 DNAJC6 DNTT DUSP10 DYRK2 EEIG1 EFCAB6 EHD3 ELOVL7 EMB EMID1 ENC1 ENTPD5 EPAS1 EPB41L1 EXOC8 F8A1 FAM234B FAM78A FNTB FOCAD FOXK1 FOXN1 G0S2 GABRP GABRR2 GATD1 GGT1 GNMT GPR146 GPR179 GPSM2 GRAMD2B GRIPAP1 GSN GTF2I GUCD1 H2BC13 HECTD2 HS3ST3B1 HSD3B2 HSPB9 IBTK ICAM2 IFIT2 IFITM10 IGF2BP2 IKZF1 IL17RA IL1RL2 IL2 ITGB3 ITK ITPR1 KCNK12 KCP KLHDC1 KLRD1 KRT76 L3MBTL3 LANCL3 LBP LDLR LDLRAP1 LRRC75B LRTM2 LSS LYPD6B LYST MAMDC4 MAP7 MAX MBOAT1 MBOAT4 MCTP2 METTL9 MFHAS1 MFSD6 MN1 MYO10 MYO3A MYSM1 NFE2L2 NTRK3 NUMB PAOX PARM1 PDE3B PDLIM4 PEX6 PIK3IP1 PIK3R5 PLXNA4 POLE2 POMC PPIC PPT2 PSD3 PUS7L RAMP3 RAP2B RAPGEF4 RASGRP2 RFLNB RGCC RGMB RNF150 RNF32 RYR1 S1PR1 SATB1 SCML4 SELENOP SEMA4A SEMA4F SETD4 SGK1 SGSH SHLD1 SLC12A7 SLC16A10 SLC16A5 SLC26A11 SLC30A4 SLC35E3 SLC5A11 SMAP2 SMTNL2 SNN SPICE1 SPTBN1 ST3GAL1 STK26 SUSD1 SYNE1 TAGLN2 TCF7 TDRP TEC TGFBR3 THEMIS TM7SF2 TMEM71 TMEM9B TMIE TOM1 TREM2 TRIM36 TRIM40 TSPYL4 TTC36 TTYH3 UBE2J1 VIPR1 WDR13 WNT3A XIRP1 XKRX GSE7852_TREG_VS_TCONV_LN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7852_TREG_VS_TCONV_LN_UP ABHD17C ACADSB ACOT11 ACOT7 ADAMTS6 AHCYL2 AHNAK AHR ALOX15B ANKRD6 ANXA4 ARHGAP18 ARHGAP21 ARHGAP24 ATP2A2 ATP9A ATXN1L AXL BANK1 BCLAF3 C3orf70 C9orf152 CASP4 CCDC122 CCR2 CCR5 CCR6 CCRL2 CD274 CD81 CD83 CD86 CDCP1 CDK6 CEMIP2 CEP128 CERK CHAMP1 CISH CNKSR3 CORO2A CPPED1 CST7 CTNNA1 DAPP1 DENND5A DGAT1 DMD DNAH7 DUSP4 EBI3 ENDOD1 ENTPD1 ERGIC1 F2R FBXO32 FGD6 FGL2 FNTA FOXP3 FRMD6 FXYD2 GATA1 GBP2 GBP4 GLRX GOLM2 GPR68 GSAP GUCY1B1 H2AZ1 HDAC9 HK2 HNRNPLL HOPX IFT80 IL12RB1 IL1RL1 IL2RA IMPDH2 INPP5F IRF4 IRF8 ITGAE ITGAV ITM2C KHDC1L KIF13A KLF6 KLRG1 LAD1 LAMC1 LCLAT1 LMAN1 LRIG1 MAP3K8 MATN2 MDFIC MEF2D MELK MPP1 MPRIP MTMR3 MXD1 MYADM NCF1 NCF4 NCMAP NDRG1 NEU3 NFAT5 NFKBIZ NIBAN1 NIBAN3 NOD1 NR3C2 NRP1 NT5E NTN4 ODC1 OSBPL3 PBXIP1 PENK PHETA2 PHLPP1 PHTF2 PLAGL1 PLCB4 PLP2 PLPP1 PON2 PPM1L PRKRA PSEN2 PSMD14 PTPN13 RABEP2 RASGEF1A REL RGS1 RNF135 RNPEP RORA RRAGD RXRA SAMSN1 SCPEP1 SDCBP2 SEPTIN8 SERINC3 SERPINB6 SESN1 SH3BGRL SHE SLAMF1 SLC22A5 SLC2A1 SLC2A3 SLC35D1 SLC9B2 SMAP1 SNORD89 SNX18 SOAT1 SOCS2 ST3GAL2 ST6GALNAC4 STIM2 STON1 SUOX SWAP70 TANC2 TBC1D4 TM7SF3 TMBIM1 TMEM154 TMEM158 TMEM64 TMEM65 TNFRSF18 TNFRSF1B TNFRSF4 TRIM14 TRIM59 TWSG1 UBASH3B UNKL USP27X VPS54 VPS8 WDR45 WLS ZBED5 ZC2HC1A ZC3H12C ZC3H12D ZCCHC18 ZDHHC23 ZNF516 ZNF608 GSE7852_TREG_VS_TCONV_THYMUS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7852_TREG_VS_TCONV_THYMUS_DN AAK1 ACAP1 ACP3 ACVR1B ADCY7 ADGRL1 ADH1C ADRB2 ALG1 ALS2CL ANKRD11 ANKRD13D ANKRD23 AP3D1 AP4E1 APBB3 APPL2 ARHGAP29 ARL4C ATP6V0A2 ATP8A1 B3GALNT1 C1orf21 CAP2 CAPNS2 CARMIL1 CCDC30 CCDC71L CDC37L1 CDYL2 CHD7 CLDN1 CLIP1 CNGA1 CNOT3 COMMD9 CPM CTBP1 CTDSP2 CYP2S1 CYP4X1 DAXX DENND2D DMTF1 DNAH9 DUBR DUSP6 DYRK2 EEIG1 EGR1 EIF2AK3 ELAVL3 ELOVL7 ENC1 ENSG00000267882 EPB41 EVI2B EXPH5 F12 FAM120AOS FAM78A FAM98C FCGRT FCRLA FGA FNTB FRRS1L FZD6 GGT1 GPR18 GPRC5B GRK6 GRM7 GTSF1 GUCD1 HCN3 HERC3 HINFP HPS3 IGSF1 IL1RL2 INMT INPP5B ITGB3 ITGB5 KBTBD7 KCNMB4 KCTD8 KPRP KREMEN1 KRTAP15-1 LGI3 LIMS4 LIPI LRRN4CL LYPD6B LYST MAN1A2 MAP3K7 MFSD8 MINDY3 MITF MLLT11 MMP23B MS4A2 MTUS2 MYLIP NAP1L4 NCCRP1 NFE2L2 NPC2 NRK NSF NSG2 ODAM OTUD1 OVGP1 P2RX4 PADI6 PAX8 PCCB PDLIM4 PFKFB2 PGLYRP2 PIK3IP1 PIP4K2A PPP1R13B PTPN6 PYM1 RAB3D RABGGTA RAP2C RAPGEF4 RCBTB2 REV3L REXO5 RFLNB RHOT2 RNASE6 RNF167 RPH3AL RREB1 SATB1 SAYSD1 SCML4 SCN3A SEMA4G SETD4 SGK1 SGMS1 SHC1 SIKE1 SLC12A7 SLC16A5 SLC20A1 SLC29A3 SLC38A9 SLC39A14 SLC9A6 SLCO3A1 SOS1 SPTBN1 SRR SRSF12 SUSD6 TANC1 TAPT1 TAS2R4 TDRP TET1 THEMIS TIMP2 TMEM167B TMEM170B TMEM241 TMEM35A TMEM63A TMEM86A TNFRSF1A TOLLIP UBD UBE2D1 UQCC3 USP40 VAMP1 VCAN VIPR1 VOPP1 WDR81 WIPF2 WNT7A XKRX ZCCHC12 ZFP36 ZFYVE28 ZNF446 ZNF507 ZNRF3 ZZEF1 GSE7852_TREG_VS_TCONV_THYMUS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7852_TREG_VS_TCONV_THYMUS_UP ACOT7 AHCYL2 AHR ALDOC APOC4 ARHGAP20 ARL5A ARRDC4 ATG9B ATOSB ATXN1 BCL2A1 BCL2L1 BCL2L15 BHLHE40 BID CAPSL CASP1 CASP4 CAVIN1 CCDC136 CCL5 CCR2 CCR6 CD38 CD44 CD83 CETN1 CHCHD10 CHST11 CISH CREB3L2 CRIM1 CSRP2 CTLA4 CXCR3 CXCR6 DENND4A DGAT2 DNAJB13 DTWD1 DUSP1 DUSP4 DUSP5 EBI3 EID2 ENO3 EOMES FAM162A FAM210B FAM241B FBXO17 FCGR2B FGL2 FOSL2 FOXP3 GABARAPL1 GADD45B GADD45G GBP4 GCH1 GCNT1 GEM GKAP1 GPR15 GSTO1 GZMB HBEGF HEMK1 HLA-B HUWE1 ICOS IFNGR1 IFT74 IGF1R IGSF3 IKZF2 IKZF4 IL18R1 IL1R1 IL1R2 IL1RL1 IL2RA IRAK1BP1 ITGAE ITGB1 ITGB8 KIF5C KLF9 KLRG1 LAMB2 LCLAT1 LGALS3 LIMA1 MAF MAPRE2 MBNL3 MCUB MDFIC MED7 METTL6 MGARP MGAT5 MIF4GD MKX MTMR3 MYADM MYH8 NAF1 NEFH NFIL3 NIBAN1 NKG7 NOTCH2 NR0B1 NR4A2 NRN1 NRP1 NTN4 NXPE4 OAS1 ODC1 OSBPL3 PAQR3 PCTP PDCD1 PDZK1IP1 PEAK1 PENK PEX11A PHETA2 PHLPP1 PIM1 PLA2G4F PLAAT3 PLAGL1 PLCB3 PLCB4 PLPP1 PLSCR1 PMEPA1 PNP PPIE PPP2R3A PRDM1 PRKAG2 PRKRA PRNP PROS1 PRR13 PRRC2A PSEN2 PTGER2 PTGER4 PTPN13 PTPN9 PTPRS PVT1 RAB8B RAPSN RBIS REEP3 RGS1 RNASE4 RNF135 RNPEP RSPH3 S100A10 S100A4 S100A6 SDHAF1 SEPTIN8 SH3BGRL2 SLC15A3 SLC22A2 SOBP SOCS2 SPNS3 SRGN SYNGR2 TASP1 TGIF1 THBS3 THOC7 TMEM126A TMEM140 TMEM176B TNFRSF1B TNFRSF4 TNFSF11 TNFSF8 TPI1 TSPAN13 TSPAN3 TTC28 TTC39B TTC39C TTN VAV2 WLS GSE7852_TREG_VS_TCONV_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE7852_TREG_VS_TCONV_UP ABCC1 ACOT9 ACTR3B AHCYL2 AHI1 AK3 ALAD ALDOC ALOX15B ANKEF1 ANKRD6 ANXA4 ARID5B ARL5A ARL6 ARMCX4 ARRDC4 ATOSB ATP5IF1 B9D2 BCL2L15 BCL3 BID BIRC3 BLTP3A BMPR2 C1QTNF12 C3orf70 C3orf80 C9orf152 CALHM2 CAPG CCR6 CD80 CD81 CD83 CD99L2 CERK CHCHD10 CISH CLDND1 COMT CORO2A CPD CTLA4 CYP20A1 CYSLTR1 CYTH4 DENND5A DNAH7 DUSP4 EBI3 EEF2K EIF5A ELK3 ELP5 ENDOD1 ERGIC1 ERMP1 FAH FAR1 FCGR2B GALM GKAP1 GMDS GNAQ GSTO1 GZMB H2AZ1 HEMK1 HNRNPLL HOOK2 IKZF2 IKZF4 IL1R2 IL2RA INF2 INPP5F IRF6 IRF8 ISG20 ITGAE ITGB8 ITIH5 ITM2C KCNK6 KIAA1958 KIF13A LAPTM4B LCLAT1 LMAN1 LONRF1 LRRC58 LYRM4 MAGED2 MAP3K8 MAPKAPK2 MAPKAPK3 MATK MATN2 MCUB MDFIC MED7 MGAT5 MIB1 MTMR3 MYO1E N4BP1 NCF4 NCKAP5 NCMAP NDFIP1 NEB NEU3 NFKB1 NIBAN1 NKRF NLRP5 NRN1 NUCB2 OGFRL1 PAQR3 PCTP PDCD1 PDCD1LG2 PDZK1IP1 PENK PHLPP1 PHTF2 PIP5K1B PLAGL1 PLAGL2 PLCB4 PLCL1 PLEKHB2 PLP2 PMEPA1 POLK PON3 PPM1L PPP1R3F PRKRA PRNP PTPRS RAB3GAP2 RALBP1 REEP3 RELB REPS1 RGS1 RHOD RXFP1 SACM1L SCAMP1 SDC4 SH3BGRL SH3BGRL2 SHE SLC22A2 SNX3 SOCS2 SOCS5 SP6 SPECC1 ST3GAL2 SWAP70 SYNGR2 TANK TFRC TGFBR1 TIAM1 TM7SF3 TMBIM4 TMEM123 TMEM158 TMEM40 TMPRSS3 TNFRSF18 TNFRSF1B TNFRSF25 TNFRSF4 TNFRSF9 TNIP1 TRIM14 TSPAN13 TSPAN31 UBASH3B USP27X VMP1 VPS54 VWA5A WLS WNT3 XXYLT1 YBX3 YPEL2 ZBED5 ZC3H7B ZFP36L1 ZNF862 GSE8384_CTRL_VS_B_ABORTUS_4H_MAC_CELL_LINE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE8384_CTRL_VS_B_ABORTUS_4H_MAC_CELL_LINE_DN ACOD1 ACTR2 AFF1 ALDOAP2 ANXA6 ARL2BP ARRDC4 ASH1L ATP5MF BBS9 BCL3 BLCAP BLZF1 C5AR1 CALCRL CCL13 CCL4 CCL7 CCND1 CDKN1A CHD7 CHD8 CLCN5 CLPS CNOT4 CNR2 COMMD5 COX17 COX4I1 CRABP1 CSF3 CSNK2A1 CXCL10 CXCL3 CYBB DDA1 DDIT3 DDX19B DDX49 DGAT1 DHRSX DLGAP4 DNAAF10 DUSP1 DUSP2 E4F1 ECI1 EFL1 EGR1 EHD1 ENTPD4 ENTPD6 ETS2 F3 FBXL15 FMNL1 FUBP1 FURIN GADD45A GADD45B GALNT2 GGPS1 GLRX GMPPB GNPAT GPAT4 GPSM3 GTF2F2 GTF3C1 HBEGF HIPK1 HLA-DMA HMGCR HOXB4 HPS4 IDH3A IER3 IFIT1B IL13RA2 IL18RAP IL1A IL1B IL1RN IL5RA ITGA5 ITPK1 ITSN1 JARID2 KDM5D KPNA6 KRTAP20-2 LIPE LRRC8A LTB MAEA MAP2K3 MAPRE2 MEA1 MED24 MEN1 MGST1 MINDY1 MMP13 MMP9 MRFAP1L1 MRPL45 MSN MT1E MT2A MYL3 MYO1C NCKAP1L NDUFA10 NFKB2 NFKBIA NFKBIZ NGDN NR1D1 NTHL1 OAS1 ORM1 OS9 PACRGL PAFAH2 PDE1B PER1 PER2 PEX5 PGP PIM1 PIM3 PLAUR PLEC POLK POLR1B PPIA PQBP1 PROCR PSMD9 PTGS2 PXN R3HCC1 RABEPK RALGDS RALGPS2 RBM4 RELB RIMKLB RNF19B RPF2 RPLP0 RPS6KA2 RRAGD RRN3 SAT1 SEMA4B SERPINB2 SERPINE1 SH2B1 SKIL SLC20A1 SLC25A17 SLC2A5 SLFN12L SNRK SNTB2 SNX17 SOCS3 SQSTM1 STAT5A STK40 STX8 SURF4 TBCB THUMPD1 TIAM1 TLE3 TMEM70 TNF TNFRSF1B TNFRSF8 TNFRSF9 TNIP1 TNNC1 TOP3B TRAF1 TRAF2 TRPC6 TSPAN3 TULP2 TXLNG UBE2O UBE4B UROS VEGFA ZBTB17 ZFP36 ZNF146 ZNF821 ZNFX1 GSE8384_CTRL_VS_B_ABORTUS_4H_MAC_CELL_LINE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE8384_CTRL_VS_B_ABORTUS_4H_MAC_CELL_LINE_UP AAMDC ABCD1 ACOX1 ADCY9 AK1 ALG3 ANGPT2 ANTKMT AP1B1 ARHGAP45 ARL2 ARRB1 ASB3 ATOX1 ATP2A3 CBX2 CBX3 CCNG2 CD99 CDKN3 CDV3 CENPK CHAF1A CHEK2 CHMP6 CIC CKMT2 CNTROB COA3 COL15A1 COL2A1 COMT COQ10A CRAMP1 CRBN CREBRF CRYBG1 CST7 CXCR4 CYTIP DAZAP1 DCPS DCT DOLPP1 DYNLT3 EBF3 EDNRB EFHD1 ESYT1 ETFBKMT EZH1 FGF6 FKBP2 FLI1 FOXO3 GAMT GNPDA1 GOLGA7 GTPBP2 H1-0 H3C7 HAUS4 HDAC5 HELB HOXB7 HOXC8 IDNK IFT81 IL6R IL7 ING4 IRF1 ITGA6 KCNS2 KITLG LMO4 LPIN1 MAP3K1 MARVELD1 MBD4 MCEE MED14 MEF2C MELK METTL7A MGST3 MIF4GD MLLT10 MLLT3 MLST8 MME MMS19 MNT MRTFA MTMR1 MTMR10 MYH2 MYO9A MYOM1 NAXE NCBP2AS2 NCOA1 NCOA3 NCOA6 NEDD1 NFIC NFIX NRP1 NUSAP1 OTULINL PAQR7 PARD6A PARG PAX6 PBX2 PCDHA13 PCK2 PCYOX1 PDCD4 PDE7A PDK1 PEF1 PEX14 PHKA1 PHKA2 PHLDA3 PIK3C3 PIK3R2 PKIB PKNOX1 PLEKHA5 PLEKHO1 POLD4 POU2F1 PRKCH PSENEN PTAFR PTMS PTPN18 PTPN21 PTPRO PTTG1 RAB11FIP5 RAB3D RAD1 RASA3 RBL2 RCAN3 RERE REV3L RGS2 RNASE4 RNASEH2C RNF167 RNF26 RPL37 RPP30 S100A6 SBF2 SCD SDHAF1 SELENOH SERF1A SESN1 SFMBT2 SH3BP1 SIN3A SKA2 SLA SMIM14 SOX11 ST6GALNAC4 ST8SIA4 STARD3 STX2 SUB1 TANGO2 TBC1D24 TBL3 TERF1 TK1 TMEM141 TMEM205 TNFAIP8L1 TNFRSF17 TPRA1 TSEN34 TSN TSPO UBALD2 UVRAG VAPB VPS13C WDHD1 WEE1 YBX1 ZDHHC14 ZFTRAF1 ZNF362 GSE8515_CTRL_VS_IL1_4H_STIM_MAC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE8515_CTRL_VS_IL1_4H_STIM_MAC_DN AADAC ABTB2 ACSL1 AMPD3 ARFRP1 ARL2BP ASAP2 ASB6 ATAD3A ATF5 ATXN2L AURKAIP1 AURKB B4GALT5 B4GALT6 BBC3 BCL3 BID BRD1 BSDC1 BTG3 BUD23 C8orf44 CCL16 CCL20 CCL4 CCR7 CD70 CD82 CDH19 CDH4 CDKL2 CDKN2B CEBPB CELF3 CENPS CFAP43 CHST2 CLDN5 CNGB1 CSRNP3 CXCL1 CXCL2 CXCL3 CXCL6 CXCL8 DENND5A DRG2 DYNC1H1 EBI3 EGR3 EHD1 EIF4B ELMO3 EMX2 ENSG00000284948 EZR FAM182A FBXW7 FJX1 FOXO4 FSCN1 GADD45B GAL3ST1 GDF2 GJD2 GPR171 GRAMD2B GYPC HCAR3 HCK HDAC7 HOOK1 HP1BP3 HTR6 ICAM1 IER3 IGFALS IGHA1 IGLL3P IL15RA IL6 IQSEC2 JUNB KANK1 KDM4D KDM6B KEAP1 KLRC4 KRT8P12 LCP2 LIF LIMK2 LINC00472 LRP8 MAGOH2P MAMLD1 MAPK8 MAPKAPK5 MAPRE3 MARCKSL1 MARK1 MATN3 MATN4 MBL2 MCM3AP MGP MOCS3 MRGBP MYO15A NDUFB4 NECAP2 NET1 NFE2L1 NFKB1 NFKB2 NFKBIA NFKBIE NIN NOP16 NT5C P2RX7 PAFAH1B2 PAGE4 PAXIP1 PHAF1 PIGH PILRA PLEK PLK3 PLXNA1 POLH PPIF PPP3CC PRKCD PSMC4 PTBP3 PTX3 PUS3 RABIF RAP2C RAPGEF6 RC3H2 RCAN1 REL RELB RHBDF2 RNF115 RNPS1 ROM1 RRS1 RUNDC3B SDC4 SDK2 SEC61G SERPINB2 SERTAD3 SIK3 SINHCAF SLC25A44 SLC2A6 SLC35F5 SLC37A1 SRRM2 ST3GAL4 SYCE1L SYNGR3 TBC1D2B TET3 THNSL2 TMC7 TNF TNFAIP2 TNFAIP3 TNFAIP6 TNIP1 TNIP2 TNIP3 TNNI1 TRAF1 TRIP10 TUBD1 TUT1 UBE2Z USP13 UTP25 UXT VAV1 VPS4A WDR3 WNT5A WTAP YRDC ZC3H12A ZHX2 ZNF33B ZNF711 GSE8515_CTRL_VS_IL1_4H_STIM_MAC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE8515_CTRL_VS_IL1_4H_STIM_MAC_UP ABCB1 ABHD17B ABHD5 ADGRG6 AGBL3 AGTR1 AMZ2 ANK2 ANP32A APPL1 ARHGEF28 ARHGEF3 ARHGEF38 ARHGEF6 ATMIN ATP7A AURKC BACH2 BCL9 BDH2 BTNL2 C4BPB CABIN1 CAMK2G CAP1 CBFA2T3 CD68 CDADC1 CDK13 CEBPA CEP76 CFAP44 CLCN6 CPNE3 CROT CYP11B1 DPH5 DPY19L2P2 EGR2 ESM1 EXD3 EXOG FAM8A1 FBXL4 FLT4 FRAT2 FTL GABRP GARNL3 GFI1B GHSR GLT8D1 GNG5 GPNMB GSTCD GTF3A HAND1 HOXD13 HRK HSP90B1 IFNA6 ITGBL1 ITSN1 JARID2 KBTBD4 KDM4A KDM5B KIF13B KLF8 KLHDC2 KLHL20 KLHL5 KRT19P2 KRT2 LCE2B LEFTY2 LETMD1 LINC00339 LRRC37A2 MAGEL2 MANBA MAP3K12 MARCHF8 MBNL3 MBP MCPH1 MCTS1 METAP1 METTL18 MFAP4 MKRN1 MLLT3 MRPL33 MRS2 NAA16 NFATC3 NKAPD1 NOL4 NPY5R NTN3 NUAK1 NUP62CL OR2B2 OSBPL1A OSBPL3 PACSIN2 PCF11 PCSK1 PDZRN4 PER3 PEX11A PIK3C2G PIP4K2A PLA2G15 PLAG1 PLGRKT PLSCR4 POLR1G POU4F3 PPP2R5A PPP2R5E PPT1 PRL PRR3 PRR5L PTGER3 PTGFR PTPN3 PUDP RAB27B RAB31 RALBP1 RASAL1 RASGRP3 RNF17 RPL23AP32 RPL23AP7 RPS15A RPS17P5 RREB1 SAYSD1 SEC11A SEC24D SEC61A2 SEPTIN2 SESN1 SFN SIRT4 SIRT5 SLC18A2 SLC22A3 SLC25A12 SLC25A14 SLC44A4 SLC5A12 SLIT2 SPP2 SS18L2 STK39 TAF4 TARBP1 TBC1D19 TBCE TCFL5 TCP11 TESK2 TFF3 THAP9 THRA TIPARP TMED9 TMEM223 TMEM70 TOB1 TPM1 TPMT TRIM45 TRIM46 TRMT12 TSHB TSPAN12 TTLL1 TXLNG UGT8 USH2A VPS53 WNK1 WRNIP1 XYLT1 ZBTB14 ZBTB25 ZBTB7C ZC2HC1A ZFYVE21 ZKSCAN4 ZNF510 ZNF652 ZNF74 ZW10 GSE8515_CTRL_VS_IL6_4H_STIM_MAC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE8515_CTRL_VS_IL6_4H_STIM_MAC_DN AAMP AASS ABCB11 ADAMTS12 AGPAT4 AJAP1 AKAP6 ALK ANXA13 ARMCX4 ARTN ASH1L ATP1B2 ATXN2L AZGP1 B4GALT5 B9D2 BAHCC1 BRCA1 C10orf95-AS1 C14orf93 C2orf72 C9 CA14 CA8 CABP1 CACNB1 CAPN15 CCDC121 CCDC134 CCR1 CCR3 CDH19 CDK20 CHEK2 CHKB CHMP1A CMA1 CNKSR1 CNPY4 COL9A3 CORO7 CPLX2 CPN1 CPS1-IT1 CTNNA2 CTSF DCAF8 DMTN DNAJA3 EDN3 EEF1A2 EEF2KMT EGLN2 ENPEP ENTPD2 F11 FAM153A FAM169A FAM182B FBXL8 FBXW7 FGF5 FLT4 FOXD2 FZD8 GABARAPL3 GAMT GFI1 GGT5 GLI1 GNL3LP1 GPATCH4 GRPR GRTP1 GTF2H2B HDHD3 HNF4G HOXD9 HRH3 HS3ST1 HTR1A IGFALS IGFBP2 IGKV3-20 IGLL1 IGLL3P IHH IL4R IL5RA IL9 IQSEC2 ITGB1BP2 ITGB6 KCNC1 KCNG2 KIR3DX1 KISS1 KIT KRT83 LCN1 LDB2 LDB3 LHX1 LHX5 LIM2 LINC00472 LMAN1L LORICRIN MAGOH2P MAL MAPRE3 MCM3AP MECOM MEIS2 METTL3 MEX3D MGP MKRN3 MMP15 MMS19 MORC4 MRPS18B MSX2 MUC13 MYO9A NHLH1 NPC1 NPTXR NRIP2 NRXN2 NTHL1 OPRK1 OR1E1 OR7C1 PAGE1 PAX5 PAXIP1 PLCG1 PLOD2 PLPPR2 PNPLA6 PNRC1 POLH POSTN PRMT8 PROP1 PTK2 PTPRS RAB11B RAMP2 RBFA RBP4 RHBDL1 RIMS1 RTL10 SAMD14 SBF1 SCMH1 SCN2B SCNN1A SEC14L4 SH2B2 SLC14A2 SLC6A11 SLC6A15 SLC6A5 SLC7A10 SLURP1 SMPD3 SNAPC2 SNCAIP SSNA1 ST3GAL4 STK32B STMN2 SYCE1L SYMPK TBX6 TNIP3 TNNI1 TNP2 TRIM62 TUBA1C UPK3B USH2A UTY VIL1 VRK3 WNT4 YKT6 ZBTB40 ZFR2 ZNF157 ZNF480 GSE8515_CTRL_VS_IL6_4H_STIM_MAC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE8515_CTRL_VS_IL6_4H_STIM_MAC_UP AATK ABCC9 ALG6 ANK2 APBA3 ATXN8OS BCL10 BLZF1 BPTF C18orf25 C1D C1orf109 C1orf174 CACNA2D3 CASD1 CD69 CDC23 CENPN CEP76 CEP85 CFL1 CHP1 CHRNB3 CLOCK CMAS CNGA3 CNIH1 CRISP2 CROT CSN3 CSPG5 CYP2D6 CYP3A43 CYP4F2 DCAF10 DDO DNALI1 DPF3 DR1 DSCR4 DUSP7 DYM E2F3 EGLN1 EHHADH EIF1AX EIF4G2 ELF2 ENTREP2 ERLIN2 FGF9 FOXJ3 FRAT2 GALNT7 GALR3 GFPT1 GHITM GNAI1 GNG5 GNPAT HJURP HPRT1 HRAS HSF2 IBTK IL33 IREB2 ITGB3BP KDM5A KDM6A KIF11 KLRC3 LRCH1 LRRC37A2 MAD2L1 MAP3K4 MAU2 MBNL2 MCTP2 MCTS1 MED7 MEF2A MEGF9 METAP1 MEX3C MFSD11 MKLN1 MOGAT2 MPL MRPL3 MRPL33 MRPS15 MRS2 MS4A1 MTCL1 MTFR1 MYH7B MYO1B NGRN NPTN OAZ1 OMD OPRM1 OR10H2 OR2S2 ORC5 OSBPL1A PCSK1 PEX11A PHC3 PIK3C2G PIK3CB PLAA PLCG2 PLS1 PPEF1 PPP1CC PPP2R5A PPP2R5E PPP6C PRIM2 PSMD1 PTGIS PTPRT PUS7 QRSL1 RAB11A RAB14 RANBP9 RAP1A RENBP RMND5A RNF11 RNF187 RNGTT RP2 RPL9 RPS17P5 SARAF SCAF8 SEC22A SEC24B SEC61A2 SEPTIN6 SIKE1 SKIC8 SLBP SLC12A5 SLC16A6 SLC17A3 SLC24A1 SLC26A3 SLIRP SMAD2 SNUPN SOAT1 SOWAHC SPRR1B SRR SRY SS18L2 SSX1 STAM STK38L STK39 STX6 TAF1B TBC1D8B TEX30 TFAP2C TFB2M TH TMED2 TMEM131 TOB1 TOB2 TRIL TRIM36 TRRAP TSPYL4 TSSK2 TTC27 TTI1 UFSP2 VEZT XPNPEP1 YAF2 ZDHHC4 ZFPM2 ZFTA ZNF264 ZNF329 ZNF394 ZNF473 ZNF552 ZNF586 ZNF702P ZNF764 ZNHIT3 ZPBP GSE8515_IL1_VS_IL6_4H_STIM_MAC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE8515_IL1_VS_IL6_4H_STIM_MAC_DN ABLIM1 ACADS ACOXL ADAMTS13 ADGRB1 ADRA2B AGTR1 ALDH1A2 ANKRD1 APBB1IP APOA4 ARHGAP26 ARHGEF17 ARTN ASH1L ATP1B2 BGN BMP5 BRD3 C18orf25 C3orf52 C4orf19 CACNA1I CCDC121 CCDC144A CCDC9 CDK5R2 CDKN1C CELA2B CEMP1 CHEK2 CLCN2 CLDN16 CLEC4M CNNM1 CORO7 CPS1-IT1 CRH CTDSP2 CYP11B1 DDX51 DES DGKZ DMTN DRD4 EFCAB6 EFNB3 EGLN2 ENGASE ENTPD2 ESR2 EVX1 FAM182B FAT2 FBXL8 FBXO4 FKBPL FLT4 FOXA1 FOXF1 FOXM1 FRAS1 FZD8 GABARAPL3 GABRD GALR3 GCAT GCK GCNT1 GGA2 GGA3 GHRHR GKN1 GLRA1 GNPDA1 GOLPH3L GRPR HCG4 HLA-K HTR1A IGHMBP2 IGSF9B IKBKG ING4 ITGB1BP2 ITSN1 KCNA10 KCNH1 KCNIP2 KHDC1L KLHL20 KRT81 LCAT LCE2B LILRB5 LIM2 LINC00339 LINC01565 LTB4R LYVE1 LYZL6 MAGEA6 MAGEA8 MAGI2 MAP3K12 MAPT MEFV MFAP4 MISP MYO15A NAP1L3 NEURL1 NFE2 NHLH1 NLE1 NOVA1 NPC1 NRIP2 ORC1 OTC P3H2 PACSIN2 PAGE1 PCDHB3 PCF11 PFKFB2 PGS1 PIDD1 PLCG1 PNLIPRP2 PRDM10 PRKCG PRL PRMT8 PRR3 PTGER3 RAB17 RAMP2 REEP2 RNF186 ROPN1B RPS6KA4 SAFB2 SCMH1 SCN5A SCNN1A SGCA SH2B2 SI SIRT4 SLC12A2 SLC6A11 SLC6A15 SLITRK3 SLITRK5 SMO SNAPC2 SNCAIP SNTG2 SORBS1 SORCS3 SOX30 SRCAP SSNA1 STK32B SYBU TBX6 TFF3 THSD4 THY1 TMC5 TONSL TRIM27 TRO TTLL1 TUT1 UBE4B UGT8 ULK4 USH2A USP19 UTY VGLL4 VSTM4 VTCN1 WNK1 XRCC3 ZBTB25 ZFYVE9 ZNF205 ZNF222 ZNF263 ZNF480 ZNF770 GSE8515_IL1_VS_IL6_4H_STIM_MAC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE8515_IL1_VS_IL6_4H_STIM_MAC_UP ABHD17B ACE2 ACSL1 AGT ALAS1 AMPD3 ANGPTL3 APOO ARHGAP22 ARL2BP ASAP2 ASB6 ATF5 B4GALT6 BCL10 BCL11A BCL2L2 BID BTG1 BTG2 BTG3 BUD31 CA7 CCL20 CCL4 CCR7 CCRL2 CCSER2 CCT2 CD70 CD80 CD83 CDH13 CDKL2 CENPN CES1P1 CFP CHST2 CXCL1 CXCL2 CXCL3 CXCL6 CXCL8 DENND5A DOCK9 EBI3 EDDM3B EGR3 EHD1 EN2 ENTREP2 EZH2 F2 FKBP5 FRY FRZB G0S2 GLOD4 GPR171 GPR25 GRAMD2B GYS2 HCAR3 ICAM1 IER3 IGFBP3 IK IL1B IL21 IL6 JAG1 JUNB KANK1 KDM6B KLF5 KPNA2 LARP4B LPAR4 LSS LYRM4 MAFF MAGEB3 MAMLD1 MAP3K10 MAP3K4 MAPKAPK5 MARCKSL1 MAU2 MDM2 MED7 MLH1 MPHOSPH10 MSC NCF2 NCK2 NECAP2 NFE2L1 NFKB1 NFKB2 NFKBIA NPY4R NUP62 P2RX7 P2RY10 PAFAH1B2 PDCD5 PDE4B PGAP1 PHC3 PHLDA2 PIBF1 PIM2 PKIG PLEK PLK3 POU3F1 PPAT PPIF PPP1R10 PPP3CC PPRC1 PRKCD PRPF3 PSEN1 PTGER4 PTGS2 PTX3 RAP2C RASGRP1 REL RELB RENBP RFTN1 RHBDF2 RIPK2 RNASEH1 RNF115 RNGTT RP2 S100A3 SCAF8 SCARF1 SDC4 SEC22A SEC61G SEPTIN6 SERPINB2 SERPINB9 SIK3 SINHCAF SLAMF7 SLC16A6 SLC2A6 SLC35F5 SLC37A1 SLC43A3 SNN SPAG1 SPTBN4 ST3GAL4 STAT4 STX11 SULT1B1 SYNPO2L TAS2R8 TCF7L2 TENM1 TET3 TKT TMC7 TMEM268 TNF TNFAIP3 TNFAIP6 TNFRSF4 TNFSF9 TNIP1 TNK1 TOR3A TP53BP2 TRAF1 TRAF3 TRIP10 TRRAP TSSK2 UTP14A UTP25 UXS1 VAV1 VOPP1 VPS4A WLS WNT5A WTAP YRDC ZHX2 ZNF250 ZNF394 ZNF586 ZNHIT3 GSE8621_LPS_PRIMED_UNSTIM_VS_LPS_PRIMED_AND_LPS_STIM_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE8621_LPS_PRIMED_UNSTIM_VS_LPS_PRIMED_AND_LPS_STIM_MACROPHAGE_DN ACLY ACOT9 ACTR6 ADNP2 AGPAT5 AKIRIN1 AKNA ALAS1 ANAPC10 ANGPTL4 ANXA2 ARHGAP19 ATG4A ATP1B1 ATP5F1A AVPR1B BCO1 BLM BLOC1S2 BLOC1S4 BLTP3A BRCA1 BTNL9 C6orf62 C9orf85 CA9 CASK CASP8AP2 CCDC34 CCNC CDC25A CDH1 CEMIP2 CEP128 CHFR CIP2A CIT CKAP4 CLEC10A CLEC4E CNMD CST7 CSTF3 DAP DCK DDI2 DEPDC1 DGAT2 DHDH DNAJC11 DOLK DONSON DRAM1 EIPR1 ELANE ELP1 EMB EML5 ENDOD1 ERCC6L ERN1 ESCO2 FAM111A FASTKD1 FASTKD3 FFAR2 FGL2 FLVCR1 FUCA2 GAL3ST1 GALNT15 GANC GET3 GMIP GNG10 GPSM1 GRAMD2B GRN GSTM5 HADHB HDHD2 HSPA4 IBTK IRAK4 IRF2BP2 KBTBD8 KCNK6 KDM1B KIF1B KMO KRR1 LACTB LATS2 LONRF1 LRIF1 LTA4H MASTL MCC MED6 MIS18BP1 MPHOSPH9 MRPL33 MRPS36 MRPS9 MTMR2 MTMR4 MTMR6 MXD3 MYO5A MYO7A NCAPD3 NDUFA5 NDUFAF4 NDUFB6 NKRF NUP62 OAZ1 OFD1 OSBPL2 OTULINL PARL PITPNB PKD2L2 PLCB1 PLEKHF1 POLR1D POLR3A POPDC3 PROSER1 PTGER2 PXYLP1 RAB1A RAD54B RAD54L RBM45 RIF1 RNPC3 RP2 RPGR RPGRIP1 RRS1 RSBN1 RTTN S1PR2 SACS SCFD2 SCIN SCP2 SDF2L1 SEC22C SFXN2 SH3BGRL SH3KBP1 SIVA1 SLC16A10 SLC43A3 SLC4A7 SMARCD2 SNORD89 SORL1 SRGN SRPK1 SRSF1 STT3B SYCE2 SYNJ2 SZT2 TACC2 TAOK1 TASP1 TBC1D15 TCAIM TIGAR TIRAP TM6SF1 TOP3B TREML4 TRNT1 TSHZ1 TSPAN2 TTC16 TXNDC9 UMAD1 URB2 UTP23 VAMP4 VAPA ZBTB11 ZBTB34 ZBTB44 ZC3HAV1L ZDHHC21 ZDHHC5 ZMAT2 ZNF143 ZNF330 ZNF367 ZNF654 ZNF706 ZSCAN21 GSE8621_LPS_PRIMED_UNSTIM_VS_LPS_PRIMED_AND_LPS_STIM_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE8621_LPS_PRIMED_UNSTIM_VS_LPS_PRIMED_AND_LPS_STIM_MACROPHAGE_UP ABHD16A ACO2 ADI1 ADRB2 AFDN AGPAT2 AGPAT4 ANKRD13A ANTKMT AP3D1 APLP2 APPL2 ATOSB ATP5F1E ATP6V1G2 BCDIN3D BEX4 BTD BTG3 BTRC BUD13 C19orf67 CA11 CABP5 CAPSL CAVIN3 CDC42SE1 CDKN2D CERS4 CHAF1B CHIC1 CHST7 COL16A1 COL4A2 COMT CSNK1G2 CTNNAL1 CTNNBL1 CTTN DAP3 DAPK3 DCAF12L1 DCAF8 DDX5 DEXI DMD DMWD DNAJB2 DNTT DUSP4 DZIP1 EDC4 EIF4A3 EML3 ENSG00000286190 EPB41L5 EVA1B EXTL3 FKBP10 FKBP8 FLOT1 FLRT3 FNBP1L FNDC10 FZD8 GABRA1 GALNT6 GALT GAS6 GBA2 GKAP1 GP9 GPSM3 GRAMD1A H1-2 HGS HSCB HSD17B10 HSD3B7 ICAM2 IKBKB IL2RG IMMP2L ISLR JOSD2 KHK KLHL24 KLHL6 LARGE2 LAX1 LEAP2 LIME1 LMNTD2 LONP1 LTBR LYL1 LZTS2 MAEA MAP2K5 MAP3K8 MAP4K1 MARVELD1 MARVELD2 MGAT1 MGRN1 MMAA MOB2 MPRIP MRPL52 MUC1 MYCT1 MYLK NEFH NFIC NLRC5 NPR2 NQO1 NRIP1 NUDT9 OTUD5 PAFAH2 PCLO PIM1 PIP5K1C PITPNM1 PKD2 PKN3 PLEKHJ1 PLEKHO2 PPARGC1A PPDPF PPIL2 PTPA PTPRJ PYGB RAB20 RAB27B RARG RASGEF1B RCN3 RING1 RNASE6 RNF125 RPL24 RPL3 RPLP0 RPRM RPS10 RRP7A RRP9 RTL8B S100PBP SAFB2 SBSN SEPTIN8 SERTAD1 SGMS1 SKIC2 SLC25A23 SLC39A11 SLC41A1 SLC44A1 SMAGP SMO SORBS1 SOX18 SPG11 SRFBP1 SRI SUGP1 SYF2 TAF10 TAF12 TBRG1 TECR TEX264 TMEM106B TMUB2 TOR4A TRMU TSC22D3 TSEN54 TTC38 TXN2 UBXN6 VEGFC VKORC1 VMAC WDSUB1 WDTC1 WTIP ZCCHC12 ZCCHC24 ZFP90 ZNF189 ZNF428 ZNF512 ZNF608 GSE8621_LPS_STIM_VS_LPS_PRIMED_AND_LPS_STIM_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE8621_LPS_STIM_VS_LPS_PRIMED_AND_LPS_STIM_MACROPHAGE_DN ABHD17B ABI3 ACADL ACSL4 ADH5 AIMP1 AKNA ANO10 ARHGEF26 ARL14 ARMC1 ASPM ATP8B4 B3GALNT1 B3GNT5 BAIAP2 BPNT2 BRD3 C19orf12 CABCOCO1 CAMK1D CCNB2 CCSER1 CD33 CD44 CD82 CD86 CDS1 CENPH CENPP CHGA CHL1 CHORDC1 CRIP3 CSNK2A2 CXCL6 CYBC1 DHRS1 DHRS3 DHX29 DIMT1 DNAJC9 DOCK10 DPCD DPY30 DUSP7 DYNLL1 EBPL EED EEF1G EIF2S1 EIF3G EMB EPB41L3 EPSTI1 ESR1 ETS1 EVI5 FAM111A FAM170A FAM234A FBXW4 FOXP1 FRMD6 GAB3 GALNT14 GBE1 GLB1 GNA13 GPCPD1 GPR65 GSK3B HAO1 HDAC9 HEXB HLA-DMB HLA-DOB HSF4 ICOS IFT81 IKZF1 IL12A IMPA2 IPCEF1 IRF8 KBTBD11 KCTD12 KICS2 KIZ KPNA4 LCK LCP1 LDLRAD4 LHX8 LIMD2 LIN9 LITAF LPCAT2 LRBA LRP1 LRRC40 LRRC75A MAK16 MAP3K1 MAP3K4 MBNL2 MCM8 MEOX2 METTL14 MFSD2A MIA2 MLLT6 MMP2 MPEG1 MTHFS MTM1 MYO1F NAA15 NDUFS2 NFKBIE NHERF1 NMI NUDT17 NUP43 ORAI1 OSBPL11 OSMR OXGR1 PAFAH1B3 PARP8 PDE7A PFDN5 PGLS PGLYRP1 PIGA PIK3R5 POC1B POLD3 PPP2R5D PPP3CC PPP4R2 PRMT5 PRTG PURG PYROXD1 RAD18 RAPGEF3 RCSD1 REPS1 RFWD3 RILPL2 RNF141 RNF150 RNF168 RPS6 SAMSN1 SAP30 SEMA3D SGPL1 SH2D5 SHMT2 SHPK SKIC8 SLC26A3 SLC29A1 SLC43A2 SMG7 SNN SNRK SPATA24 SRBD1 STARD3 SULT6B1 TBX3 TCF19 TEDC1 TFRC TICRR TIMELESS TLR7 TMEM186 TMEM43 TMX2 TREX1 TRIO TRIP12 TRPS1 TTC13 TTC38 TULP4 UBE2V2 UBLCP1 VPS26C VSIR WASHC4 WDFY1 WDR26 WIPF1 ZNHIT1 ZSCAN21 GSE8621_LPS_STIM_VS_LPS_PRIMED_AND_LPS_STIM_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE8621_LPS_STIM_VS_LPS_PRIMED_AND_LPS_STIM_MACROPHAGE_UP ABCB8 ABCG5 ACOX2 ACTL7A ADAM28 ADGRB2 AGPAT4 AKR7A2 AKT2 ANKRD1 ANO1 APBB2 APC2 AQP9 ARHGEF2 ARRDC1 ART1 ARVCF BCAT2 BEND7 BGN BORCS5 C11orf86 C8orf82 CACNA1H CACNA2D1 CALR CCDC25 CCDC3 CCDC54 CCN4 CCNJL CFAP126 CHIT1 CHRNA4 CLDN19 CLEC1A CLTB CMTM7 COL4A5 CPA3 CSNK1D CTNNA3 CYP4F2 DAND5 DAPL1 DGKI DNAJC11 DNM1 DNPH1 DPPA2 DRAXIN DRD3 EDAR EFCAB9 EPB42 EPHB4 EPYC ETFB EXOC3L2 FABP4 FANK1 FBXL2 FEZF1 FGF11 FGF3 FOXN3 GCH1 GDF11 GIGYF1 GJA1 GJB1 GNL1 GP1BA GPR50 GRIP1 GSTM3 HACD4 HEMGN HMGB3 HPS6 HS3ST3B1 HSPA12B IGF2BP3 IGFBPL1 INAFM1 ITGA2B ITGA6 KBTBD4 KIF3B KLC2 KLF7 KRT23 KRT31 KRT8 KRT80 LIPT1 LRRC36 LUZP2 MAEA MATN1 MBOAT2 MEDAG METTL6 MICALL2 MLH3 MON1A MOV10 MYH1 MYH6 NAA35 NARF NDUFS5 NME5 NMNAT3 NRARP NT5DC3 NTN4 NUDT9 OBP2B OPTC OR2C1 P3H2 PACRG PAK6 PARM1 PCMTD1 PDGFRA PF4 PHF2 PHLDA2 PIDD1 PIGB PLA2G1B PLA2G5 PLAAT3 PLEKHF1 POLR2H PON2 PPP1R42 PRKAB1 PRR13 PYGL RBM38 RBP1 RCN3 RDH5 RHOJ RIPOR1 RNF125 RPL39L RSPH6A RYK S100G SCD SERINC2 SGPP2 SH3RF2 SHKBP1 SIRT7 SLC10A1 SLC22A3 SLC36A2 SLC66A2 SLC7A8 STAU2 STRC STX3 STXBP1 STXBP2 TCF7 TDGF1 TEX12 TEX37 TFEC THNSL2 TMCC2 TMEM208 TMEM256 TMEM269 TRIR TSPAN4 TSR3 TUBA8 TXNDC5 UNC13D VAMP5 VAMP8 VGLL2 VILL VPREB3 VSX1 WASF1 XPA YPEL4 ZFP3 ZFPM1 ZIM3 ZNF808 ZSWIM2 GSE8621_UNSTIM_VS_LPS_PRIMED_AND_LPS_STIM_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE8621_UNSTIM_VS_LPS_PRIMED_AND_LPS_STIM_MACROPHAGE_DN AACS ABHD2 ABI2 ABTB3 ACLY ADGRG3 AFF3 AKNA ALKBH5 ANKLE2 ANKRD26 AP2A2 APCDD1 ARF3 ASXL1 ATP7A ATP8B4 ATXN2 BANK1 BCL2 BIRC6 BLTP3A BMP2K BMPR1A C1QBP CACNB1 CAMK1D CASS4 CBX4 CCDC93 CD33 CDH23 CDK19 CDS1 CERS6 CHCHD10 CHFR CHRNA2 CHST15 CISH CNN3 CNP CNTD1 COL19A1 CREBBP CRYBG3 CTU2 CYB561A3 DCTN4 DHX33 DNTT DUSP7 DYNC2H1 DYRK2 ENC1 ENDOU ENTPD7 EPB41L4B ESR1 FAM120AOS FAM8A1 FOXO1 GIMAP7 GMEB1 GPR25 GPSM1 GRAP GTF2A1L GTF3C4 HARS1 HCN1 HDAC9 HGH1 HLA-DOB HMGA2 HMGCS1 HOXD9 HSD17B7 HSPH1 IGHM IGLL1 IKZF1 IL18R1 IL7R INTS6 IP6K2 IPCEF1 IRF8 ITPR1 IWS1 JDP2 KBTBD11 KCTD5 KIF17 KLRG1 LGI3 LPAR2 LY6D MAP3K1 MAP3K5 MED1 MED13L MEF2D MGST2 MN1 MSL1 MTMR4 NMRK2 NOTCH1 NUCB2 OAZ3 OPA1 OSR2 PAK2 PALD1 PAN3 PAOX PARP1 PCP4 PDE2A PDE3B PGR PHACTR4 PIK3AP1 PIP4K2A PLCL1 PLEKHA2 PLEKHA7 POMGNT2 PPARD PREX1 PRKCA PRKCB PRR14L PRR36 PRSS54 PTGDR2 RAB43 RAD18 RBM10 RBP2 RC3H1 RHOQ RNF169 S1PR3 SAPCD1 SATB1 SCAP SEC61A1 SETD4 SH2D5 SHARPIN SHMT1 SLC15A3 SLC27A2 SLC29A3 SLC35D3 SLC38A1 SLC38A2 SLCO4A1 SLFN13 SPHK1 SRRM1 SRRM2 STK10 TBC1D16 TBL2 TBXA2R TCF19 TCF4 TCN2 TENT4B TET1 TIAM1 TMEM108 TMEM109 TMEM131 TMEM170B TMEM268 TNFAIP1 TNRC6A TP53INP1 TRAF3IP2 TRIM25 TRIM65 TRIP11 TXNIP UBE4B UPF3A URI1 USP42 USP7 WASL WDFY4 WDHD1 XPO7 ZGRF1 ZNF250 ZNF679 GSE8621_UNSTIM_VS_LPS_PRIMED_AND_LPS_STIM_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE8621_UNSTIM_VS_LPS_PRIMED_AND_LPS_STIM_MACROPHAGE_UP AARSD1 ACSS2 ADGRG1 ADIPOR2 AKAP8L ALDH1A1 ALDOC APOE APP ARHGAP12 ARHGAP6 ARL2 ARMCX6 ATF4 BGN C12orf75 CAVIN3 CC2D1B CCDC85B CD9 CDCA3 CDCA8 CELA1 CKAP2L CKS2 COL16A1 COL4A2 COQ10B CORO1B COX8A CPA3 CRIM1 CRLF2 CSGALNACT1 CTNND1 CUEDC1 CUX2 CYP4F22 DCAF4 DEF8 DENND2D DFFA DGCR6 DGKG DHRS4 DIO2 DLG3 DLGAP5 DUSP12 DUSP28 DUSP4 ENDOV ENG EPB41L3 ESAM F11R FADS2 FAHD2A FAM110C FAM114A2 FAM98C FKBP9 FLAD1 FLOT2 FOSB FXYD5 G6PC3 GADD45A GATA1 GBP2 GFI1B GJA1 GKAP1 GLB1L2 GP9 GPSM2 GSTM3 GSTM5 GTF2IRD1 H1-4 H3C4 HNMT HSD3B7 ICA1 IER2 IL11RA INAFM1 INF2 IRF6 ISG20 ITGA2B ITGA6 JOSD2 JUN JUNB KHDRBS3 KIF18B KLF6 KLF9 KNSTRN KRT18 KYAT1 LAIR1 LCP2 MAGED2 MAOA MC5R MEA1 MELK MIS18BP1 MPL MRPS27 MUC13 MYCT1 NAPRT NCLN NDC1 NEIL3 NR1H2 ORMDL3 P2RX1 PAFAH2 PAQR7 PCLO PDLIM7 PDZK1IP1 PGAP4 PHF12 PHLDB2 PLEKHF1 PLK1 PPFIBP2 PPME1 PPP1R35 PRELID3A PRKG1 PRRC2A RAB13 RACGAP1 RADIL RBX1 RELA RILP RNF144B RNF5 RSPH3 RYK S100A6 SAMD14 SDHC SDR39U1 SDSL SERPINE2 SGMS1 SH3GL1 SLC18A2 SLC22A3 SLC25A24 SLC35C2 SLC7A8 SMIM11 SMIM6 SORD SPINDOC SPNS2 STAT5A SUPT3H TACSTD2 TBXAS1 TCEAL1 TFR2 TGFBI TGM2 THY1 TIMM10B TJP1 TLE6 TMEM237 TMEM88 TMEM97 TNFAIP3 TPRKB TRADD TRAF2 TRAPPC3 TRIP6 TRPC4AP TSSC4 TUBA8 TWSG1 USB1 VILL VLDLR VPS37B WDR17 YRDC ZC3H7B ZFPL1 ZKSCAN5 GSE8621_UNSTIM_VS_LPS_PRIMED_UNSTIM_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE8621_UNSTIM_VS_LPS_PRIMED_UNSTIM_MACROPHAGE_DN ABHD1 ADAR AGBL4 AGFG2 AIP ANKMY2 APOBEC1 APOBR APTX ARL6IP6 ASTE1 ATOSA ATXN10 BECN1 C15orf40 C2 CAMK2N1 CAMSAP2 CD99 CDK11B CDK5RAP2 CIBAR1 CKLF CLEC2L CLEC4A CLN5 CNGA2 COG7 CRY1 CX3CR1 CYB561A3 DBI DCTN5 DDI2 DDIAS DDX31 DDX46 DDX55 DDX6 DENND2B DLEU7 DTX2 DUBR EDC4 ENO1 EPC2 ERRFI1 ESCO2 F13B FADD FAM204A FANCB FBLN2 FBRSL1 FEN1 FHIP2A GATA5 GK GLRX3 GOSR1 GPANK1 GPR132 GPR19 GPR84 GRAMD2B GSK3B GSKIP GXYLT1 HCFC2 HECTD3 HERPUD2 HIPK2 IFIT1 IL3RA ING3 INO80D ITGB7 ITLN1 JADE2 KCNQ5 KCTD20 KDM1B KIN KRTAP2-4 L1CAM LEF1 LIG4 LIN9 LRRC24 LUZP1 MAN2A1 MDC1 MDH2 MDM1 MED1 MED11 MED6 METTL17 MKNK2 MLX MMP8 MOB1B MRPS26 MSS51 MTIF3 NARS2 NBAS NCSTN NDUFA6 NDUFA7 NELFCD NFATC2 NMB NME2 NUP133 OGFOD2 OSBPL11 OTULIN PDZD4 PGD PIGB PIGF PKD2L2 PLAA POGZ POLR3F PPIP5K1 PPP1R12C PPP1R7 PPP2R5E PRKACA PRKDC PROM1 PRPF40A PRRC1 PRSS16 PSMA2 RAB29 RABGAP1L RAC3 RBKS RHOG RNF165 RNPC3 RPL13 RRP7A RTTN SASH3 SCFD2 SEC22C SETD4 SH3BP2 SIK2 SLC11A1 SLC22A15 SLC26A6 SOCS7 SPACA9 SPRYD3 SREBF1 STAG1 STMP1 STYK1 SUSD6 SYNJ1 TBC1D10B TBC1D12 THOC7 TMEM223 TMTC1 TNIK TOMM70 TOR2A TPGS1 TPM3 TRAF3 TREML4 TREX1 TRIM36 TSGA10 TSHZ3 TUBE1 TUBGCP3 TUSC3 UBE2G2 UBE2T UCP2 UNG UQCR10 USP39 USP40 UTP23 UXS1 VEGFC WSB2 YTHDF3 ZNF251 ZNF341 ZNF367 ZNF397 GSE8621_UNSTIM_VS_LPS_PRIMED_UNSTIM_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE8621_UNSTIM_VS_LPS_PRIMED_UNSTIM_MACROPHAGE_UP AARS2 ABHD15 ABHD6 AICDA AJUBA AKTIP AOX1 ARL3 BASP1 BBS2 BCL10 BTBD2 C3orf70 C9orf78 CC2D2A CCDC9 CDC42BPB CDC5L CDK2 CDK9 CELSR3 CFAP68 CHAF1B CHCHD4 CLEC1A CLU CNOT8 CNPY4 COQ2 CPLX2 CSTPP1 CTNNBL1 CTRC CXXC4 CXXC5 CYP26B1 DAG1 DAND5 DDX3X DIP2C DLG1 DMD DMRT3 DPP4 EARS2 ECD EHBP1 EIF3B ENSA EOLA1 EPHB4 ERCC5 EXOC7 EXTL2 FADS6 FAM114A1 FAM209A FAM98B FBXO42 FGFR1 FGL1 FPGS FSTL1 FUT10 FUT9 GAK GDF11 GLB1L2 GNA15 GP9 GPATCH4 GRIA3 GSTM4 HIBADH HOXA2 IL21R IMMP2L ITIH3 JAM2 KANSL3 KBTBD2 KCNK6 KNOP1 LDHD LONRF1 LONRF3 LRP12 LRRC66 LTBR LXN MAPK14 MARCHF10 MEAK7 METTL5 MGAT4B MPHOSPH10 MPHOSPH6 MPPED2 MRM1 MRPL11 MTUS1 MTX3 N4BP2 NAA35 NAXE NBDY NCOR1 NIPAL2 NMNAT3 NRSN2 NTPCR NUAK1 NYX OSBP P2RX1 PAICS PCBP2 PCLO PDXK PECR PER3 PIP5K1A PITHD1 PKD2 PLCG1 PLEKHH1 PLGRKT PLRG1 PRDM5 PRICKLE1 PRKCI PRPF40B PRR15 PRXL2A PSMB2 RAI1 RANBP1 REC8 RGMB RHBDF1 RHOH RIN2 RMND1 RNASE6 RNF150 RPL3 RTKN RTL6 SASH1 SEC11A SETD6 SH3PXD2B SIRT4 SIX5 SLC25A1 SLC6A7 SLC8B1 SLCO1A2 SMCO2 SMIM11 SOGA1 SPEN SPI1 SSR3 SSTR3 STAT5A STAU2 STOML2 STUB1 STX3 TBC1D17 TCEAL1 TCF3 TCF4 TERT THOC3 TM2D1 TMA16 TMBIM1 TMBIM4 TMEM100 TMEM106C TMEM273 TMUB1 TOMM40L TP53RK TRARG1 TRH TRIB3 TSN UBA7 UCN UCP3 UTP11 VAX1 YJU2 ZC3H7A ZFP2 ZNF428 GSE8621_UNSTIM_VS_LPS_STIM_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE8621_UNSTIM_VS_LPS_STIM_MACROPHAGE_DN AAK1 ABHD17A ABHD8 ACLY ADGRA1 AFP AGFG2 AGPAT3 AMN ANG ARHGAP30 ARID5B ATOSA ATPSCKMT AZI2 BAX BCL6 BRMS1 C11orf68 C3orf80 CAPN1 CCNDBP1 CCNT2 CD37 CDK11B CDR2 CFP CHFR CHURC1 CLCN4 CLDN10 CLXN COPE CPEB4 CPM CRADD CRTC3 CSNK1G1 CTSW CYB561D2 DDOST DERL2 DHRS7 DKK3 DNAJA4 DNAJC3 DYNLRB1 DYRK2 EIPR1 EPC1 EPC2 EPSTI1 ESCO1 FAAH FAM50A FAM8A1 FGD3 FOXJ3 FYCO1 GAK GALE GBA1 GINM1 GNGT2 GPR183 HERPUD2 HEXB HIGD2A HNRNPDL HOPX IL27RA IL4R INTS11 INTS15 INTS8 JMJD7-PLA2G4B KLRG1 KRIT1 KRT13 KXD1 L1CAM LGI3 LIG4 LIMK2 LMAN2L LRIF1 LY9 LYST MAD2L1BP MARF1 MCUB MED11 MED28 MIA3 MIEN1 MPHOSPH9 MRPL20 MRPL24 MRPS12 MRPS24 MRTFA MSS51 NDUFA6 NEK7 NIBAN1 NLRC3 NMI NMT1 NPC2 NPRL2 NSD3 NTRK3 NUP210 NUP43 OSBPL11 PEDS1 PGAP1 PGLYRP1 PIGO PITPNM2 PLD3 PLTP POGZ POU2AF1 PPCDC PPP1CA PPP1R17 PPP2R5A PPP4C PRKCH PSPH PTPN6 RAD17 RAP2B RBM45 RCVRN RGS11 RHOF RHOG RMND1 RNF114 RNF167 RNF19A RPL18A RPL41 RRP36 RRP7A SACS SAG SAMD9L SAMM50 SDCBP2 SEC11A SEMA3C SESN3 SF3B5 SLC20A1 SLFN13 SNRK SORCS2 SPATA5L1 SPICE1 SPP1 SRA1 SRD5A3 STAT1 STAT3 STK4 SUSD6 SZT2 TAF4B TBC1D4 TBX21 TEX10 TMA7 TMEM129 TNFRSF18 TNFRSF25 TNFRSF4 TNKS2 TOX4 TPP2 TPRA1 TRAF3 TRAPPC1 TTC14 TUBGCP6 TULP4 UBL4A USP34 VCPKMT VPS29 VPS54 WDR59 XXYLT1 ZBTB6 ZBTB8OS ZNF707 ZYG11B GSE8621_UNSTIM_VS_LPS_STIM_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE8621_UNSTIM_VS_LPS_STIM_MACROPHAGE_UP ABCB10 ABHD11 ABHD14B ACBD6 ACOX1 ADGRA3 ADI1 AFDN AGO1 AGO4 AGTRAP AK4 ALDH1L1 ALDOC ANGPT2 ARHGAP21 ARRDC4 ATIC ATP13A2 ATP6V1B2 B3GNT8 B9D1 BRSK1 C1orf116 CA9 CADPS CAMK2A CC2D2A CCDC159 CCDC9 CDC5L CDK4 CEP126 CEP70 CHAF1B CHMP4B CHST12 CHST13 CKAP4 CNPY3 COL4A2 COQ2 CPLX2 CRB3 CSGALNACT1 CYP46A1 DCN DCTPP1 DDX50 DENND2A DKKL1 DLG3 DMWD DOCK6 EDEM2 EFHC2 EFHD1 EIF5A FAM167A FAM217B FAM83F FBXO30 FBXW8 FIRRE FLOT1 FOXRED2 FPGS FTL FUT10 GALNT16 GFI1B GK GP9 GPR150 GSDMD GSK3A HAGHL HDGF HEPH HK2 HMGA2 HTRA2 IGSF9B IKBIP IL1R1 INAFM1 IPO5 IRAK1BP1 ITPRIPL2 KCTD14 KIF13A KLF9 KRT26 LONRF2 LXN MAPK14 MARVELD1 MB21D2 MCM3 METTL27 MFSD10 MFSD12 MIR99AHG MN1 MPZL1 MRPL11 MRPL2 MRPL23 MRPL39 MTARC2 NABP2 NAIF1 NBR1 NCKAP1L NEDD4 NEFH NPR2 NSD2 NT5C2 OAZ2 OPN3 P2RX1 P4HB PCLO PCSK6 PFKL PHGDH PKP2 PLAC8 PNPLA2 POLR2M PRKAR2B PTPA PTPRJ PYM1 RAB27B RAP2A RAPGEF3 RCN1 RHBDF1 RHOBTB1 RHOBTB3 RNF149 RNF150 RNF217 RTKN RTN4R RUVBL1 SAFB2 SBSPON SCHIP1 SCRN2 SEC14L5 SEPTIN8 SERINC3 SERPING1 SGTA SH3PXD2B SIRT4 SLC16A12 SLC22A3 SLC39A11 SLC43A3 SSR3 ST6GALNAC6 ST7 SUFU SUMO3 TCIM THOP1 TIMP4 TMEM100 TMEM102 TMEM116 TREML2 TRIL TTC3 TTPA TXLNA UAP1L1 UBA7 UHRF1 UPK1A USP27X VKORC1 VLDLR VMAC VPS39 VPS72 VSTM2L VWA3B WIPI1 WWOX XAB2 ZEB2 ZNF264 ZNF296 ZNF572 ZNF704 GSE8678_IL7R_LOW_VS_HIGH_EFF_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE8678_IL7R_LOW_VS_HIGH_EFF_CD8_TCELL_DN ABCG1 ABHD8 ACBD6 ACOT13 ADAR ADCK5 ADI1 ARFGAP2 ARHGAP9 ARMCX2 BCL2 BCL2L11 BTLA C9orf64 CALHM6 CASP4 CCNY CCR6 CCR7 CCS CD2AP CD9 CD96 CFAP298 CFAP97 CNP CREB3 CRTAM CSTF1 CTSS CTSZ CXCR5 CYB5A CYP4V2 DDB2 DENR DGKA DKC1 DNAAF10 DNMBP DPH7 DPY19L3 DTD1 DUS2 ECE2 EEIG1 EMB ENTPD5 ETV6 EXOSC5 FAAH FAM241A FAM78A FASTKD2 FBXO21 FCHSD2 FOXO1 GDPD5 GEMIN4 GLRX5 GRK6 HDDC2 HINT2 HINT3 HLA-DOA HSDL2 HSPE1 IARS1 ICOS ID3 IFNAR2 IGF2BP2 IKBKE IL16 IL27RA IMMP2L JAK3 KDSR LEF1 LSM7 LTA LYPD6B MAP4K3 MCEE MCFD2 MCOLN2 MCOLN3 MRI1 MRM3 MRPL23 MRPS34 MTLN MTR MYBBP1A MYC N4BP2L1 NEIL1 NEK7 NIT2 NKAPD1 NOA1 NOP53 NUDT14 OAS1 ORAI1 P4HTM PACSIN1 PARP3 PCCA PCGF6 PDE2A PDE4B PDK1 PDLIM1 PFDN2 PGS1 PIP4K2A PLEKHA1 PMM2 POLR3E PPIL2 PPP1R17 PRXL2A PTPN3 PVT1 RAB20 RABGAP1L RAI1 RANBP10 RECK RELB RESF1 RETREG1 RFLNB RIOX1 RNF19B RPAP2 RPL32 RPS18 RPS19 RPUSD2 RRAD RWDD1 SCARB2 SDF4 SESN1 SESN3 SFT2D2 SIPA1 SIX1 SKIL SLAMF6 SLC11A2 SLC26A11 SLFN13 SMAD1 SOD2 SPINT2 STIM2 TACC2 TAF4B TAPBPL TBC1D5 TBL1X TDRD3 TDRP TEC TFE3 THADA THUMPD2 TIGAR TOM1 TOR1AIP1 TRAF5 TRIB2 TRIM5 TRMT61A TSPAN13 TSPAN14 TSR1 TSR2 TTC39C UBASH3A UNC79 URB1 USP24 UTP11 UTP4 VPS13A WDR11 WDR12 WDR74 XRCC5 YARS2 YDJC ZCCHC2 ZEB1 ZFYVE1 ZNF296 GSE8678_IL7R_LOW_VS_HIGH_EFF_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE8678_IL7R_LOW_VS_HIGH_EFF_CD8_TCELL_UP ACOT11 ACTG2 ADAM17 ADGRA1 ADRB1 AGFG2 AK3 ANXA4 APOBEC2 AS3MT ATG4D ATP13A2 ATP2A3 BAIAP2 BAIAP3 BHLHE40 BORCS7 C1orf21 C3orf62 CA5B CACNA1D CAPN2 CASP7 CCL4 CCND3 CDK19 CDYL CEBPG CELA1 CEP72 CES4A CHIT1 CLCN5 CLIC5 COG1 CRYBG1 CTNNBIP1 CTSD CX3CR1 CYP17A1 DAPK2 DCP1B DDA1 DGCR6 DHCR7 DOCK5 DPM2 DUSP5 E2F2 EHBP1L1 EHMT2 ELOVL1 ELOVL7 EML6 EMP3 ENDOD1 ENTPD1 EPAS1 EPN1 ESM1 F2RL3 FAM89B FBXL2 FCGR2B FHL2 FIG4 FKBP10 FLII FLNA GALNT16 GAS2L3 GFOD1 GOLM1 GPD2 GPR25 GPX8 GSAP GZMA HASPIN HRK HYCC1 IDH2 IL18RAP ILK ITGB2 KCNJ8 KCNT1 KERA KLRG1 L1CAM LARP7 LCMT1 LPIN1 LRP8 LRRC17 LRRC75B LRRC8C LTB4R MAN1B1 MAST2 MCUB MEGF9 MPND MRPL38 MSC MSL3 MTRES1 MTTP MXD3 MXRA7 MYADM NANS NCKAP1 NEB NEDD4 NFIC NRARP NUDT17 NXT1 ODR4 OLFM3 OSBPL3 OSBPL8 P3H4 PAFAH1B2 PCSK7 PDIK1L PEA15 PHACTR2 PIDD1 PIH1D1 PKMYT1 PLEC PLEKHH3 PPL PPP2R5D PRDM1 PRF1 PRKAB1 PRKAG2 PSMD9 PTGR1 PTH1R PTPN1 PTTG1IP PXYLP1 PYCARD RAP1GAP2 RAP2A RAP2B RASGRP2 RASL11B RD3 RDM1 REEP5 RRBP1 S1PR5 SEC14L1 SEMA4F SH3YL1 SIKE1 SLC48A1 SLC5A1 SMDT1 SMPDL3B SMTN SNAPC2 SORD SPAG1 SPATA13 STOM STX2 STX7 SUMF1 SUSD1 SYTL2 SYTL3 TAF12 TAF6 TAX1BP3 TEX22 TMEM120A TMEM163 TRAF3IP1 TRAIP TRAPPC1 TREX1 TSGA10 TSPAN32 TSPAN5 TUBB2B UBA6 UCK2 USP6NL VASN VCL VPS4A XKR8 ZEB2 GSE8685_IL15_ACT_IL2_STARVED_VS_IL21_ACT_IL2_STARVED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE8685_IL15_ACT_IL2_STARVED_VS_IL21_ACT_IL2_STARVED_CD4_TCELL_DN ACVRL1 ADPRHL1 ADRB2 AGGF1 AICDA AKT2 ALG6 APPL2 AQP9 ARHGEF9 ARL2 ATAD3A ATP5F1B ATPAF1 AVL9 B4GALT3 BYSL C18orf32 CALML3 CBX4 CCDC88A CD177 CD4 CD40LG CDKL1 CDYL2 CHCHD3 CIAO1 CKAP4 CLASP2 COQ3 CUL9 DAAM1 DDX21 DKC1 DMBT1 DNAJC3 DPPA2 EEF1B2 EEIG1 EIF3I ELOVL7 F2RL1 FEZ2 FNTB GAL3ST3 GALNT13 GALNT7 GPD2 GPR171 GRAMD4 GRAP2 HDAC5 HEATR1 HERC3 HS2ST1 HS6ST1 IBTK ID2 IDH2 IFIT1 IKZF1 IL17RA KLHDC2 LCMT2 LLPH LPIN1 LRRC14 LSG1 LYST MACO1 MAMDC4 MFNG MFSD2B MICU1 MIR299 MLEC MRPL46 MTFR1L MTSS1 NFE2L2 NME4 NOP14 NSA2 NUP210 PALS2 PCDHB17P PCYOX1 PDLIM5 PIGV PIK3CG PIM2 POLR1A POLR1C PPARGC1B PPP4C PPTC7 PRMT5 PRPF31 PWP1 RAB20 RABAC1 RAD50 RAPGEF2 RDH10 RFLNB RIPOR2 RN7SK RND3 RNF157 RPL12 RPL19 RPL32 RPS14 RPS3 RPS5 RPSA RRP12 RRS1 SATB1 SEC16A SELENOP SEPHS1 SERPINA6 SGIP1 SGMS1 SLC25A10 SLC38A1 SLFN5 SMOC1 SMURF2 SNN SNX12 SPART SPP1 ST8SIA6 STARD7 SULT1B1 TAF15 TC2N TCF7 THEMIS TIMM44 TLE4 TMEM115 TMEM209 TMEM71 TNS4 TRIB2 TSEN2 TTC13 TTC7B UGCG UTP14A VPREB3 VPS37B WDR88 XKRX ZFP14 ZNF729 GSE8685_IL15_ACT_IL2_STARVED_VS_IL21_ACT_IL2_STARVED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE8685_IL15_ACT_IL2_STARVED_VS_IL21_ACT_IL2_STARVED_CD4_TCELL_UP ABI1 ACTG1 AGL AGPAT4 AHCYL2 AHI1 AKAP7 ALMS1 ANXA2 AP3B1 APLP2 ARHGAP11A ARHGAP25 ASXL1 ATG2A ATP2B1 B3GNT2 BPIFB3 CAST CC2D2B CCDC38 CCDC50 CD27 CD274 CDCA8 CDK19 CENPE CHEK2 CTXN1 CYBB CYTH3 CYTH4 DCC DECR1 DGKZ DIO2 DLL4 DNMT3A DPY19L3 DYNC2H1 DYNLRB1 EDEM2 EGR2 EIF4E3 ELL2 EPCAM ESM1 FAM110A FAM169BP FCHO1 FRMD5 GEMIN8 GFPT2 GMCL1 GNG12 GNG2 GOT1 GPR107 GPR55 GREB1 GRHL1 GRTP1 GZMB H1-1 HCLS1 HERPUD1 IFITM3 IFT80 IL10RB IL17F INPP5K IRAK2 KCNA3 KIF4A KRT79 KTN1 LBH LCA5 LHFPL1 MARCHF3 MDFIC MFSD1 MIR217 MIR383 MMP12 MPP1 MPRIP MSI2 MTMR3 MYBPC3 N4BP1 NEK7 NEU3 NFATC2 NHLRC2 NLGN2 NPHP3 NR4A1 NUF2 P4HA1 PBX2 PCYT1B PER1 PHLPP1 PLA2G15 PLA2G4F PLP2 PLPP1 POU2F1 POU2F2 PPP1R3B PPT1 PTGDR PTPN9 RAB11FIP1 RAB27A RBM45 RGS13 RGS3 RHOU RLN3 RNF135 RYR2 S100A4 SCUBE1 SDC4 SEMA4D SERINC5 SFXN3 SH3BGRL SH3BGRL2 SIGIRR SLC25A13 SLC35F2 SLC43A1 SLC4A8 SOCS5 SSH1 STARD10 STAT5B STX16 SWAP70 SYCN SYNGR2 SYNJ2 TIGIT TLCD2 TMBIM4 TMEM212 TMEM65 TMEM67 TMTC4 TOGARAM2 TOP2A TREX1 TRIB1 TRIM14 TSPAN3 TSPAN32 UBL3 VAV3 VPS13C VPS54 ZFYVE19 ZNF106 GSE8685_IL2_ACT_IL2_STARVED_VS_IL15_ACT_IL2_STARVED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE8685_IL2_ACT_IL2_STARVED_VS_IL15_ACT_IL2_STARVED_CD4_TCELL_DN ABCA12 ACACA ACTR10 AGPAT1 AKAP9 ANXA4 ANXA7 ARFIP1 ARSB ASCC3 ATE1 ATP5F1B BCCIP BOC C12orf75 C15orf39 C6orf136 CADM3 CAMKMT CAVIN2 CBR1 CCNG1 CDC45 CDKN1A CDKN1C CELA1 CFHR2 CHST6 CLEC5A CMTM7 CNBP CNIH1 CNIH4 CNNM3 COL20A1 COX20 CRTAP CTNNBIP1 DCUN1D5 DDC DDIAS DDOST DLD DNTTIP2 DPAGT1 DUSP18 DUSP5 EEF1G EHD1 ENY2 ERI1 ESF1 ESS2 EXOC7 FAAP100 FAM110A FANCL FGD6 FGFRL1 FMR1 FRMD4B GABRG2 GALE GALNT3 GCSH GLIPR1 GOLM2 GPN1 GPRASP3 GSC GZMA H2BC5 HECW1 HMGCR HOOK2 HOXA5 HPF1 IDH3A IPO7 ITFG1 ITGA2B JUND KCNH2 KCNQ5 KHSRP LARP4 LGALS1 LRP6 MARF1 MCPH1 MFSD13A MID1IP1 MN1 MSRB3 MTFMT MTPAP MTSS1 MZB1 NAA35 NAAA NAT8L NDUFA11 NDUFAF4 NDUFB10 NDUFB5 NDUFC1 NDUFS3 NDUFS4 NDUFS5 NME2 NMT1 NOMO1 NPHP4 NR3C2 NRROS NTRK1 NUP214 NUP62 OPA1 OSTC PARL PDE6D PDIA5 PDSS2 PDZD11 PECR PES1 PKP2 PLD1 PNPO POLR1F POLR3K PPFIBP1 PPP1R14C PPP2R5C PRDX2 PSAT1 PSMA5 PSMD14 PSMG2 PSPC1 PTGER3 PWP1 PWWP2A R3HCC1 RAD17 RARG RPS27L RPS6KB1 SAE1 SERPINF1 SFMBT1 SHLD2 SLC22A14 SLC25A4 SLC30A4 SLC35B1 SLC35E2B SLC8A3 SMS SNRPD3 SNX5 SNX7 SPATA24 SPATA5 SPP1 SPRED2 SPTAN1 STC1 STOX2 TAP2 TBC1D4 TCL1A TDP1 TERT TEX30 THAP11 THBD THBS2 TIAM2 TKT TMEM107 TMEM158 TMEM198 TMX1 TOMM40L TSR1 TTC33 TUBE1 UBE2A UMPS UQCRC2 UROS WDR4 XPO6 ZC3H14 ZNF14 ZNF205 ZNF512B ZNF703 GSE8685_IL2_ACT_IL2_STARVED_VS_IL15_ACT_IL2_STARVED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE8685_IL2_ACT_IL2_STARVED_VS_IL15_ACT_IL2_STARVED_CD4_TCELL_UP ACADVL ACOT4 ACRBP ACTN1 ACTR2 ACVR1C AKR1C2 ANAPC2 ANKRD39 ANTKMT AP1G2 AP3D1 APPL2 ARAP1 ARG2 ARHGAP45 ARHGEF1 ARID1B ASB13 ATP1B4 ATP6V1F ATP8B2 ATXN1L ATXN7 B3GNTL1 B4GALT1 BCL7B BID BORCS8 BSDC1 BUD13 C11orf24 C19orf44 C2CD3 C9orf43 CALHM6 CAPN15 CAST CCAR2 CCDC39 CCDC85A CCND3 CD164 CD82 CD96 CDIN1 CEP95 CHERP CHMP2A CHST7 CIC CLIP2 CMIP COPA CRLF3 CYRIA DDA1 DDHD1 DLEU7 DNAJB13 DNMBP DOCK11 EGR3 EPHX1 EPS8L3 ERAL1 ERGIC2 EXD2 FAHD2A FCGR2A FHIP2B GALNT12 GALNT4 GANAB GCFC2 GGA1 GLB1 GPR132 GPR84 GPSM3 GRAMD1A GRAMD2B GRHPR GTF2IRD2 HELZ2 HSF1 HSH2D IFIT1 ING2 IPCEF1 IQCH JARID2 KCTD12 KIAA0040 KIFC2 KIT KMT2D LAMA2 LETM2 LIMD1 MAP3K3 MCL1 MEI1 METAP1D MIDEAS MLXIP MOB3A MPPE1 MRPL9 MS4A2 MTA3 MTMR1 MYCT1 NACC1 NCEH1 NCR1 NECAP1 NFKBIE NUP210 NXF1 OPLAH PARP9 PCP4 PDHA1 PDK1 PDLIM1 PGAM1 PGLYRP1 PHF1 PLBD2 PNMA1 PRDM5 PRPF4 PTGER2 PTPRCAP RALGAPA2 RASSF2 RNF31 RNPEPL1 RPH3AL RPS6KA3 RPS9 RTP4 RXFP2 S100A14 SBK1 SCML4 SEMA3D SEMA5B SHARPIN SIGIRR SKA3 SLC14A1 SLC17A5 SLC17A9 SLC25A53 SLC26A6 SLC2A4RG SLC38A9 SLC45A4 SNAI3 SPAG9 SPTBN1 ST3GAL2 STK39 SURF1 SYNE2 TAF1C TAP1 TASOR TCF25 TIAM1 TM6SF1 TMEM181 TMEM37 TMEM88B TREML2 TRIM36 TRIM39 TRPM4 TTLL1 TTLL5 TXNDC11 UBC USP20 USP40 VEZF1 VEZT VGLL4 VIPAS39 VMP1 VRK2 YWHAB ZDHHC24 ZHX2 ZKSCAN5 ZNF397 ZNF664 ZNF672 ZNRF3 GSE8685_IL2_ACT_IL2_STARVED_VS_IL21_ACT_IL2_STARVED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE8685_IL2_ACT_IL2_STARVED_VS_IL21_ACT_IL2_STARVED_CD4_TCELL_DN A3GALT2 ACP3 ACTL7B ADGRG2 ADRB2 AGK AK1 ATP11C ATXN7L2 BIRC6 CALHM1 CALML3 CCDC15 CD109 CDC7 CDH24 CDK3 CDKL1 CEBPZ CFI CIDEC CNBD1 COL6A3 CRLF3 CSN2 CXCR6 CYP19A1 CYP2S1 CYP39A1 CYTIP DAAM1 DGKK DPY19L1 DSE DUSP13 DXO ENOPH1 FOLR1 GABRR2 GNPTAB GPCPD1 GRID2IP GRIP2 GTF2H1 GUCY1A2 GZMK HIGD1B IDH2 IFRD2 IGLON5 IGSF9 IL18R1 ING1 INSR IQSEC3 KCNE3 KLRD1 KLRG2 LMAN2L LMNTD1 LONRF2 LSAMP LTC4S LZTS1 MACF1 MEOX1 MEOX2 MFGE8 MFSD2B MIB2 MIR302A MIR98 MYOF NANOS1 NAT10 NCKAP5L NLK NLRP3 NOG NOL8 NPC2 NUP153 OBP2B ODF3B PABIR1 PAG1 PARP11 PARP16 PDC PDK4 PELI1 PHF20L1 PIGN PITPNC1 PNPLA7 POLR3B PROM2 PRSS35 RAB11FIP4 RAB3IP RASGRP3 RBM47 RGMB RNF145 RNF212 RTKN SCN7A SELENOP SLC2A5 SLC49A4 SPG7 SPON1 ST6GALNAC1 ST7L ST8SIA1 STT3B SYNGR3 TARBP1 TBX2 TET1 TGFB3 TGM7 THOC2 TLR8 TMEM203 TMEM79 TMEM87B TSSK3 TTC3 TUBB1 TUBD1 TXNDC15 UBE2J2 UBE2V2 UTP20 UTP25 VAMP1 WWC1 ZBTB20 ZBTB8A ZHX3 ZIC5 ZMYND8 ZNRF2 GSE8685_IL2_ACT_IL2_STARVED_VS_IL21_ACT_IL2_STARVED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE8685_IL2_ACT_IL2_STARVED_VS_IL21_ACT_IL2_STARVED_CD4_TCELL_UP ABHD4 ACTB ADAM8 ADAMTS6 AHCYL1 AHCYL2 ALAD ANKRD17 AP2S1 APLP2 ARID5B ARL5C ARRDC4 ASB2 ASXL1 ATP6V1A AURKA B4GALNT4 BAIAP3 BATF BTBD16 BUB1B CAMSAP1 CCR9 CD44 CD81 CD83 CENPA CERK CIAO1 CIBAR1 CLSPN CNIH4 CNPY2 CPD CST3 CST7 CTDSPL CTSA CYFIP1 DCTD DONSON DUSP1 E2F2 EBP EFCAB12 EPCAM ERMP1 EXOC1 EZH2 FAM234A FARP1 FGR FHL2 FOSB FOXO3 GAS2L3 GBP3 GEMIN2 GIMAP7 GLIPR2 GNG2 GPLD1 GPR55 GPRASP3 GRN GYG1 H2AZ1 H2BC1 H4C3 HASPIN HIP1 HMGN3 HSPA4L HUWE1 IFT22 IL1RL1 IMMP2L IRF5 KIF14 KIT KNL1 KNTC1 LARP1B LPIN2 LPXN LXN MAD2L1 MAP3K5 MAP3K8 MBNL3 MCOLN3 MCTP1 MVD MYADM N4BP1 NDUFA4 NF2 NFIL3 NFKBIE NIPAL1 NOL10 NSMAF NT5E OXR1 P2RX7 PAFAH1B3 PCNP PEX11A PGLYRP1 PGPEP1L PICALM PLD1 PLIN2 PLXNA1 PLXNC1 PPP2CA PRKCA PSMB9 PSME4 PTGER4 PTPN13 RAB27A RAB43 RAD51B RALGDS RASGEF1B RDH12 RHOH RLN3 RNF216 RNPEP RPAP3 S100A11 SCLY SCPEP1 SERINC5 SESN1 SLMAP SMAD3 SNX18 SOAT1 SPTLC2 SSX2IP STAT5A STIM2 STRN SYNGR2 SYT11 TBC1D30 TBC1D31 TBRG1 TJP2 TMEM154 TMEM167A TMEM65 TNFAIP8 TRAF2 TRIB1 TRPS1 TSPAN2 TTC39B TWSG1 UBASH3B UBE2F UNC119B VAV2 VPS4B VPS54 XIAP YIPF1 ZC2HC1A ZDHHC21 ZFP41 GSE8685_IL2_STARVED_VS_IL15_ACT_IL2_STARVED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE8685_IL2_STARVED_VS_IL15_ACT_IL2_STARVED_CD4_TCELL_DN ABHD1 ABI2 ACOT4 ADAM10 ADAM9 AFMID ANAPC2 ANKRD13B ANKRD28 AP2A1 ARMCX2 ARRDC4 ATP5ME BSG BTBD9 BTF3 BUB3 C19orf47 C1orf174 CAPN15 CARM1 CCHCR1 CD84 CDC42BPG CHCHD7 CHRM3 CIAPIN1 CIRBP CKAP2 CLN3 CMYA5 COCH COL6A3 COQ4 CPLX1 CRIM1 CSF2 CSF2RA CSRP1 CTC1 CTNND1 CTPS1 CUL1 CX3CR1 CXCR3 CYP2C8 DACT3 DHFR DIAPH2 DOK2 DSE DTX2 DZANK1 EBAG9 ELK3 ELMO2 EML3 EPHB3 ESCO2 FAM53C FBXO30 FBXW8 GAA GALNT4 GJB6 GLB1 GOLM1 GPSM2 GSK3A GSS GTF2IRD2 H2AB2 H2AJ HNRNPA0 HNRNPA3 HPS4 HROB IKBIP IKZF1 IL36RN INHBA INO80D INTS15 ITPK1 JPH1 KIT KRTAP2-4 LRRC40 LUC7L3 MAGEA11 MARVELD2 MCRIP1 MDH2 MDM1 MLKL MS4A2 MTMR14 MTUS2 MUTYH MXD3 MYBL1 MYO1E MYO1H NAT8 NBAS NBEAL2 NCBP2 NCOA1 NCSTN NDUFB9 NEO1 NFKBIE NKAP NR3C1 NSD2 NUP133 OGFRL1 OSBPL1A OTUB1 PAM PDLIM7 PFAS PHKA1 PIGB PIK3R1 PKMYT1 PKP2 POGLUT3 PRG3 PTK2B PTPN18 RAB6A RAC3 RAD51B RAP2A REEP4 RGS19 RHOC RNF208 ROCK1 RPL13 RPL36 RXRA SCNN1A SERTAD4 SH2D2A SLC22A15 SLC23A1 SLC25A3 SLC35B4 SLC39A1 SLC66A3 SNED1 SPO11 SSRP1 STK35 STYK1 SYMPK TAOK2 TBC1D12 TBL1XR1 TCEAL8 THOP1 TIMM17B TIMP4 TMEM131L TNFSF10 TOMM70 TOPORS TPD52L2 TPK1 TPM3 TRAPPC8 TRIM14 TTC7B TTC8 TTC9C TWF2 UBE2D2 UCK2 USP1 USP14 VSIG10 WDR53 WDR81 WDTC1 XRCC2 YPEL1 ZAP70 ZCCHC18 ZDHHC24 ZFHX3 ZFP41 ZMIZ1 ZNF324B ZNF341 ZNF397 ZNF628 ZNF703 ZNF707 GSE8685_IL2_STARVED_VS_IL15_ACT_IL2_STARVED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE8685_IL2_STARVED_VS_IL15_ACT_IL2_STARVED_CD4_TCELL_UP ABITRAM ACADVL ACSL3 ADD3 ADGRA1 ADI1 ADSL AGO1 AIP ARV1 ATF7IP ATP6V1B2 ATRAID BARHL2 BCL2A1 BDH1 BRDT BRI3BP BST2 C14orf119 C19orf53 C8orf33 C9orf64 C9orf78 CACYBP CAPG CBX8 CD8B CEPT1 CFAP69 CHIC2 CHID1 CHMP2A CIB3 CKB CLCN4 CLEC4G CLPTM1 CLTB CNIH1 CNST COG6 COPG1 COX14 CRBN CTNNBL1 DAXX DCC DCUN1D2 DDX50 DHRS1 DLG1 DLG3 DNAJA1 DNAJB13 DNTT DOCK10 DPP4 ECEL1 EPC1 ESCO1 ESD EXOC5 FAAH FAM181B FAM241A FAM50A FAM53A FBF1 FBXL3 FBXO38 FBXO6 FEZ2 FGF3 FNBP4 FOXN3 FTSJ3 GAPVD1 GATA3 GOLGA7 GPR35 GRB10 GUCD1 HIGD2A HMGCR HMGN3 HOXA5 HTATIP2 HVCN1 IFIH1 IFIT1 IFIT2 INTS6L IRF6 IRF9 JAK1 KANSL1 KAT2B LENG1 MALAT1 MATK MIIP MNAT1 MPHOSPH10 MRM1 MSMO1 MTMR3 NEDD4L NEK7 NFE2L2 NPM3 NPRL2 NRROS NSD3 NSMCE3 NUDT6 NXF1 OAT PAICS PANK4 PAQR8 PCBP2 PDYN PFDN4 PFN1 PHPT1 PIK3CD PKM PLPP1 PLRG1 POLR3C PPM1L PPP1R15A PRKCA PROX2 PRPF38A PSME1 PTHLH PXK QTRT1 RAB5IF RAP1B RBIS RIMOC1 RNF19A RPLP2 RPS15A RRAGA RRP36 RRP7A SAA2 SAR1A SATB1 SDC3 SEC24B SEL1L SERPINI1 SETDB1 SLC26A10P SLC2A5 SMC4 SP3 SPATA6 STAP1 TAF4B TAF5L TAX1BP1 TBRG1 TBXA2R TECPR1 TGIF2 THUMPD3 TIMM23 TMBIM4 TMEM176B TMEM179B TMEM38B TMEM63A TMPRSS15 TMX4 TNFRSF4 TOMM40L TOR1AIP2 TRMU TSNAX TUBA4A UBE2W UBXN4 UCP3 UTRN WDR91 YRDC ZBTB43 ZC3H7A ZDHHC4 ZEB1 ZMYND8 ZNF623 GSE8685_IL2_STARVED_VS_IL21_ACT_IL2_STARVED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE8685_IL2_STARVED_VS_IL21_ACT_IL2_STARVED_CD4_TCELL_DN ACRBP ADD3 ADGRB2 AFTPH AKT1 ALDH1L1 ANKLE1 ANKRD13D ANKRD50 ARG2 ASB1 BCDIN3D BRAT1 BRWD3 BTBD7 C22orf39 CAGE1 CAMSAP2 CBX7 CDK5RAP2 CDR2 CHD7 CHERP CHKB CNIH2 COCH COG1 CSNK1G2 CSRP1 CTSO CYB5D2 DDT DDX11 DDX24 DENND1B DGKD DNAJB13 DND1 DNM2 DONSON DSE DVL1 ELK3 ENO1 ENPEP EPHB6 FAM220A FARP2 FBXL8 FBXO4 FGD3 FLI1 FOXD2 GET3 GLIPR2 GNA11 GPAA1 GPM6B GPR68 GRM4 HGS HIF1A HIVEP1 HPS5 HSPA1B HTRA3 INPPL1 IP6K2 IRF7 ITLN1 JMJD7-PLA2G4B KRBA1 LFNG LGALS3BP LIMK2 LPIN2 LRIG2 LRMDA LRRC75A MAGEF1 MAP2K2 MAP2K6 MAP3K11 MAPRE2 MARK4 MCOLN2 MGRN1 MIER2 MIS12 MMP9 MRGBP MRPS21 MTURN MVK MXD3 MXRA7 MYOM2 NAA80 NCAPH NDFIP2 NDUFA7 NEURL1B NFKBIB NIBAN2 NIPAL3 NOSIP NSUN5 NT5E NXT2 PCED1B PHC1 PIERCE1 PLEKHM1 PNKP POLG POU6F1 PPP2R5E PRDM10 PRDM2 PSENEN PTPN4 PTPN5 QPRT RAB29 RAB35 RABEP1 RABGAP1L RET RFXANK RHOT2 RPL13 RPL17 RPL18A RPLP0 RWDD3 S100PBP SARS1 SCAI SEC31A SECISBP2L SERINC5 SETD4 SHB SIRPB1 SLC25A29 SLC37A2 SLC38A9 SLC39A4 SLC46A3 SLC4A2 SLC5A10 SLCO2B1 SLX4 SMG7 SNTB2 SOAT2 SOCS5 SREBF1 STRADA STYK1 SULT2B1 SUPT6H SUSD1 SYMPK TAF8 TBC1D1 TEAD2 TGM4 TMCO6 TMEM106A TMEM140 TMEM222 TMOD4 TMUB2 TNIK TOMM34 TONSL TOR2A TPM3 TRAF2 TSPYL4 TSSC4 TTLL11 TUBB2B UNC45A USP40 VIRMA WDR38 WDR81 WRAP53 WWP1 XRCC5 YPEL1 ZC3H11A ZDHHC24 ZNF23 ZNF597 ZNF628 ZNF653 ZNF658 GSE8685_IL2_STARVED_VS_IL21_ACT_IL2_STARVED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE8685_IL2_STARVED_VS_IL21_ACT_IL2_STARVED_CD4_TCELL_UP ABHD15 ACAP2 ACP1 ACTG2 ADCY9 ADSS2 AGL ALCAM ALG2 ALG6 ALKBH1 ANO6 ARHGAP11A ARHGAP29 ARL6 ASS1 ATP1B2 B3GALNT1 BAG2 BCL2L2 BCR BET1 BLZF1 C4orf19 CACHD1 CASP12 CCDC90B CCNE2 CDK18 CEP128 CEP131 CEP57L1 CFAP69 CHEK1 CHEK2 CHPT1 CILK1 CLU CMTM8 CNR2 COQ2 CPD CPN1 CPNE2 CPSF7 CREB3L3 CRYZ CSTPP1 CUL4A CUTC CYSLTR1 DDX3X DHX33 DNAJB9 DNPH1 EGF EIF4A2 EIF4H ERCC5 ERMP1 FAM135A FASTKD3 FBF1 FGD2 FNBP4 FPGS FZD6 G6PD GCNT2 GFI1 GLA GLOD4 GMDS GNG10 GOLIM4 HDAC9 HNRNPUL2 IFT88 IL11RA IL6R INO80D INSR IREB2 KDM8 KIF1B KLHDC10 LHFPL2 LHPP LIPT1 LMX1A LRPPRC LTBR MAPK14 MAPK8 MEGF8 MGAT2 MGST2 MLH1 MPP7 MRE11 MTX2 NAT10 NAT8L NCOR1 NKRF NLE1 NOLC1 NPM1 NQO1 NUP43 NYX OAS2 OCIAD2 ORC1 OSBP OSGIN2 PAIP1 PAQR3 PAXBP1 PCCA PCK2 PKN2 PLCB1 PLXNB2 POLR3E PPFIBP1 PPM1E PRDM5 PRICKLE1 PRPF3 PSME4 PTGDS PUS10 PUS7 PXK PYGL QTRT1 R3HDM1 RABL2A RALGPS2 RANBP1 RENBP RERE RFX5 RIOK3 RIPOR1 RNF144B RP2 RPS6 RTL6 SCLT1 SETDB1 SLC22A3 SLC40A1 SLC7A7 SLCO1C1 SMARCC1 SMIM5 SNHG32 SNX30 SNX8 SOX21 SPAG4 SRSF2 SRSF6 SSBP1 SSX2IP ST6GALNAC4 STAU2 STOML2 TDRD3 TDRKH TGIF1 TIMELESS TMEM119 TNPO1 TPD52 TRIM35 TSNAX TSPAN4 TSPOAP1 UBA5 UNC93B1 UROS UTP14A UTP25 VAPA VKORC1L1 VPS26A YTHDF2 ZBED5 ZC3H7A ZC3H8 ZC3HAV1L ZDHHC13 ZNF131 ZNF280D ZNF446 ZNF667 ZRANB2 GSE8685_IL2_STARVED_VS_IL2_ACT_IL2_STARVED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE8685_IL2_STARVED_VS_IL2_ACT_IL2_STARVED_CD4_TCELL_DN ABCC4 ADAM9 AGL ALDH2 API5 ASF1B BID BRI3BP BSN C12orf42 C1GALT1C1 C4orf19 C6orf62 CAAP1 CACNA1D CCDC137 CCDC18 CCDC34 CCNA2 CDC14A CDCA2 CDH1 CDK2AP1 CENPM CES5A CKAP2 CKAP2L CLTA CNNM2 CPNE2 CREG2 CRELD2 CSF3R CSTF3 CTC1 DAGLB DBI DCLRE1B DEPDC1 DEPTOR DHX9 DKC1 DNMT1 DOCK1 DOLK DTWD1 EEPD1 EIF4H ELANE ELP1 EME1 ENOPH1 ERLIN1 ERLIN2 ESCO2 FADS2 FAM111A FAM184A FAM98B FANCB FNIP1 FRRS1 FUCA2 FUT8 G6PD GAB2 GABRP GANC GCLM GFI1 GLIPR1 GMDS GMPR GORASP2 GOT2 HDLBP HMGA2 HNRNPU HPSE HROB HSD17B1 ICA1 IDH3A IFTAP IL11RA IL15 IL1R1 IMPA1 IMPDH2 IREB2 KBTBD13 KIAA1549 KIFAP3 KPNA2 KPNB1 KRR1 KRTAP2-4 LEO1 LRRC58 LUC7L3 MACROH2A1 MANEA MAPK7 MAPK8 MDM1 MED6 MEIS1 MIER3 MIS18BP1 MMP2 MORF4L1 MOSPD2 MTM1 NAT8L NEDD4 NEK2 NEO1 NPM1 NSD2 NUP43 OAF OAZ1 PARL PCM1 PDE6D PHLDB2 PKIB POLA2 POLR1A POLR1D POLR1F PRIM2 PSME4 PXT1 QTRT2 RAB11FIP5 RACGAP1 RAD54B RAI14 RBM44 RELL1 RFWD3 RNASEH2B RNF144B RNF157 RNF7 RPGR RRM1 RUSF1 SCML2 SCOC SDF2L1 SEC23B SEC24D SEPHS1 SEPHS2 SERBP1 SERPINF1 SH3D19 SKA3 SLC22A3 SLC31A1 SNHG3 SNHG32 SNX9 SOX12 SPAG5 SPNS2 SRD5A1 SRRM1 SSX2IP STX3 TBC1D24 TBC1D2B TBC1D32 TERB2 THG1L TIMELESS TKT TM6SF1 TMEM144 TMEM38B TMEM8B TOMM6 TRIM35 TYMS UBE2Q2 UGDH UMOD UNC5B USP11 VAPA ZBED5 ZDHHC5 ZFP41 ZNF330 ZNF446 ZWILCH GSE8685_IL2_STARVED_VS_IL2_ACT_IL2_STARVED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE8685_IL2_STARVED_VS_IL2_ACT_IL2_STARVED_CD4_TCELL_UP AAK1 ABCA1 ACBD4 ACSBG1 ACTN2 ADCY6 ADRM1 AKAP13 AKT1 ALDOC AMPD3 ANKRD13D ANO10 ARHGAP30 ARHGEF3 ARID4B ARMC3 ASB3 ATP6V1H ATP9A ATRAID AZI2 BABAM1 BAX BICDL1 BTBD7 BTD CANT1 CCDC82 CCDC88B CD48 CERS4 CHURC1 CLEC4M CNOT6L COA3 COMMD3 COPS6 CREB3 CYTH3 DALRD3 DAPK3 DEF6 DEXI DLG1 DNAJC15 DNTT DOCK8 EEF1D EMC9 ENSG00000286190 ESCO1 ESYT1 F2R FAM210B FAS FBXL8 FLII FNBP4 FYCO1 GAB3 GALE GDI1 GFM2 GLIPR2 HCLS1 HERPUD2 HLA-DRB1 HPCAL1 HSH2D IFI27 IL17RA IL21 IL21R IL2RA IL4 INPP5K IPO4 IRF2 ISG20 ITIH4 JAZF1 KCNJ11 KCNN4 KMT5B KREMEN1 LDLRAD4 LENG9 LETM1 LIMK2 LLGL1 LMNTD2 LY9 MAP3K8 MAP4K1 MEA1 MED10 MED28 METTL17 MIA3 MIS12 MOB2 MPND MPPE1 MPZL3 MTFMT MTSS1 MYO1E NADSYN1 NAPRT NCK1 NDUFA7 NEK3 NEXMIF NFKBIB NOL12 NR1D2 NR1H2 NRIP1 NTAN1 NUP210 OTUD5 PCGF1 PEAK1 PEF1 PGAP1 PHC3 PHYHD1 PI4KA PLCXD2 POLR2A POLR3D PPIL2 PPP3CC PSMD4 PYGB RAB20 RAB37 RAD9A RAP2B RAPGEF6 RASGRF2 RASL11B RBM18 RBM33 RCBTB1 RFXANK RNF123 RNF139 RNF165 RNPEPL1 RRM2B RRP1 RRP9 RTN1 S100A13 SEPTIN9 SERINC1 SERPINB9 SFSWAP SH3GLB2 SH3KBP1 SLAIN1 SLC26A11 SLC35B3 SMAP2 SMPD2 SMPDL3A SMURF1 SNRK SPINDOC SSTR3 SSU72 STX1A SYF2 TAP2 TBC1D17 TBCE TES THADA TINF2 TMEM234 TMEM245 TNFAIP8L2 TNFRSF4 TNRC6A TOR4A TPRG1L TRAF2 TTLL3 TUSC2 VPS13B VPS37B WASHC3 WRAP53 XPO6 ZBTB49 ZNF653 ZNF7 GSE8835_CD4_VS_CD8_TCELL_CLL_PATIENT_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE8835_CD4_VS_CD8_TCELL_CLL_PATIENT_DN ACAD10 ACYP1 ADAM22 ADAMDEC1 ADAT2 ADGRG5 ALDH1A1 ALDOC AMZ1 ANTXR2 ANXA3 APOE ATP6V0D2 ATP6V0E2 B9D1 BANK1 BBS5 BBS9 BLTP3A BMP2 C3orf70 C7orf25 CADM1 CALHM4 CAMKK1 CARD11 CBL CBR3 CCDC102A CCL11 CCL24 CD163 CD33 CD81 CHKB CIITA CLMP CNRIP1 COL13A1 COL14A1 CRACDL CRPPA CRTC3 CTC1 CTSF CX3CR1 CYP2J2 DAB2IP DALRD3 DEPTOR DIP2C DKK3 DMXL2 DNAJC16 DPP4 DTX4 EIF2B2 ELMOD3 EMC9 EMILIN1 EVC2 EXTL1 F11R FAM20C FAM217B FBP1 FCGR2A FCGRT FMO5 FOXF2 GALNT3 GAS7 GDPD1 GPX3 HACD4 HFE HIC1 HLA-DRB1 HOXB5 HRH1 IL1RL2 IQGAP3 IRF6 ITGA9 ITGB5 KHK KITLG KLHDC10 KLHL13 KLHL6 KYNU LGI2 LIPA LOXL3 LPCAT2 LRP6 LTBP3 LUM MAGED1 MAN2A2 MARVELD2 MDP1 MEIS3 MGAT4A MMD MMP9 MRGPRE MSMO1 MSRB2 MYMK MYO1A MYOM1 NDST1 NPL NTPCR NUAK1 NUDT16L1 NUSAP1 OCSTAMP OLFML3 OPLAH OSGIN1 PAQR4 PCDHB3 PCGF6 PDE1B PELI2 PGF PILRA PLA2G7 PLBD1 PLXDC2 PLXNB3 POGLUT2 POMT1 PTCH1 PTER PTGER2 PTGS1 RAD51B RAI1 RASAL3 RCBTB2 RCN3 RETREG1 RGL2 RGS1 RNASE4 RNF122 RPN1 RTCB S100PBP SAMD10 SC5D SERPINB8 SGSH SLC12A5 SLC25A10 SLC25A26 SLC30A4 SLC39A11 SLCO2B1 SMAD6 SMIM3 SMYD4 SNX24 SORL1 STAB1 SULT1A1 SUSD1 SYK TACC2 TBC1D12 TBC1D16 TBC1D8 TBXAS1 TENM4 TIMM21 TMEM141 TMEM176B TMEM191C TMEM273 TMEM71 TNFSF13B TRAF3IP3 TREML4 TRRAP TSC2 TSPAN33 UEVLD URI1 VPS41 WBP1L WDR90 WTIP YPEL3 ZDHHC14 ZMPSTE24 ZNF436 ZNF691 GSE8835_CD4_VS_CD8_TCELL_CLL_PATIENT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE8835_CD4_VS_CD8_TCELL_CLL_PATIENT_UP ABTB2 ACTB AGFG1 AIDA AKT3 ALDH1A2 ALDH1L1 AOPEP APOD ASCC3 ATP10A ATP8B4 B3GNT2 BLOC1S4 C19orf47 CCDC184 CCL13 CCL17 CCL22 CCL5 CD207 CD3G CD40 CD69 CFB CLEC10A CLNK CMA1 CMPK2 CPA3 CSF2 CTNNA1 CTSG CXCL10 CXCL11 CXCL9 DAXX DCAF13 DDHD1 DDX60 DGKI DIAPH2 EIF1AX ELAVL4 EMP3 ESYT1 EYA3 FADS6 FAM241A FAM72A FASLG FBLN1 FCER1A FCGR1A FFAR4 FKBP1B FOXRED2 FPR2 FZD6 GATA2 GBP2 GBP6 GCOM1 GNB4 GPR15 GPSM2 GYPC GZMB HAT1 HAVCR1 HDC HELZ2 HERC6 HGFAC HOXB1 HRH4 HS3ST1 HSH2D HSPA5 HTR7 ICAM2 IER5 IFI44L IFIH1 IFIT1 IFIT1B IFIT2 IFIT3 IFNG IL15 IL15RA IL18R1 IL1RL1 INPP1 IRF7 IRGM ISG15 ISG20 ITGB7 JCAD KATNA1 KBTBD11 KCNN4 KDR KLRC1 KLRD1 KLRK1 L1CAM LGALS3 LHX2 LY6E MARCO MCOLN3 MCTP2 MEIKIN MITD1 MLKL MS4A8 MTHFR MX2 MYO1G NAAA NLRC5 NMD3 NMI NOTCH3 NRP2 NT5C3A OAS3 OASL OSBPL3 OSBPL9 PCDHB2 PCGF5 PDE7B PLA2G2E PLAT PLCB1 PNP PPP1R15B PRDM4 PRKCE PSMD11 PXK RAB21 REEP5 RGCC RGR RGS18 RNASE6 RNF213 RSAD2 RTP4 SAMD9L SAMHD1 SAP30 SBK1 SECTM1 SELL SEMA4A SERPINB9 SETDB2 SFMBT2 SGCB SIRPB1 SLC28A2 SLC30A1 SLC37A1 SLC41A2 SLFN13 SMCR8 SMPX SPN SPOP STAT5A STC1 STX11 SUSD2 TAPBPL TIAM1 TIMELESS TLR3 TMEM192 TNFRSF18 TNFRSF25 TNFSF10 TPH1 TRNT1 TSPO TTC39B TUBB4B UACA UBE2L6 UPP1 USB1 USP18 VDAC3 WASF1 ZDHHC13 ZUP1 GSE8835_CD4_VS_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE8835_CD4_VS_CD8_TCELL_DN ADGRB3 ADGRL3 AKAP5 AKNA AKR1C3 ALDH1A3 BARX2 BCL11B BICDL2 BRINP2 BTG4 C12orf42 C16orf46 C1orf50 C1orf53 CA11 CA4 CACNG3 CALB1 CALB2 CARMIL2 CCDC92 CCL1 CD247 CES4A CHAC2 CHSY3 CIDEC CLEC4D CMKLR1 COG8 COL10A1 COL24A1 COLCA1 CTU1 CYP24A1 DACH1 DCBLD1 DDHD1 DIO1 DLX6 DNAJC14 ECEL1 EDN3 EPHA5 EPS8L2 F9 FAM135B FBXL13 FBXL7 FIS1 FLOT1 FLRT1 FOXA2 FREY1 FUT2 GJA1 GJB4 GLI1 GNGT1 GON4L GPATCH2 GPC1 GPR149 GPR171 GPX8 GSTA5 HAND2 HIC1 HLA-DOA HMGN5 HPS5 HS3ST3B1 HSPB3 HTR3B IL36RN IL4 ITGB4 KATNIP KCNS1 KHDRBS2 KIAA0825 KIF5A KIT KRT20 KRT8 LAMA2 LMAN1L LMOD3 LOXL4 LRMDA LYPD1 LYSMD2 MED12L MEIS2 METTL7B MIXL1 MMP2 MRC2 MRPL1 MTMR6 MUC13 MYL1 MYO1A NDRG1 NDUFS4 NEUROG3 NLRP12 NPAS3 NTM ODAD1 OR51E1 OSBPL10 OTP PAX5 PCDH15 PCDHB12 PCP2 PDE5A PDZRN3 PHF21A PIGR PLPPR5 PLXNA3 PMEL POPDC2 PPM1H PRKAB1 PRND PTPN1 PTPN5 PTPRU PWWP4 RABEP1 RALGPS1 RBP2 RCVRN RHBDD1 RIPOR3 RNF10 SAP30BP SAXO1 SCN2B SERPINB11 SERTAD4BP SGPP2 SKIDA1 SLC16A14 SLC16A5 SLC30A7 SLC35G6 SMAP1 SMIM23 SOSTDC1 SOX18 SOX30 SPATA48 SPO11 STARD7 STK36 STRN SULF1 SYCP3 SYNPO2 SYPL2 TEX11 TFAP2A TGFA THRSP THSD7B TJP1 TMED1 TMEM127 TMEM38B TMEM45B TMEM79 TMEM9 TMIGD1 TMOD1 TNFRSF10A TNFRSF9 TREX2 TRIR TSTD2 TTC9B TTPAL USH1C VAT1L VWA3B WDR20 WDR25 WDR31 WWTR1 XPOT YPEL4 ZDHHC19 ZFP42 ZNF410 GSE8835_CD4_VS_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE8835_CD4_VS_CD8_TCELL_UP ABITRAM ACACA ACAP2 ACOX3 ACTR1B ADAM32 ADPRS AHCYL1 ALMS1 ANAPC1 ANKRD29 ARSB ASH2L ASXL2 ATP2B1 ATP5F1A B4GALT4 BID BLNK BMS1 C15orf61 CAPZA1 CARD19 CBY1 CC2D2A CCDC137 CD300LB CD36 CD68 CDT1 CELF2 CENPN CENPO CEP128 CEP95 CFAP119 CIPC CLN8 CLUAP1 CMTM3 CNOT1 CNTLN CPA5 CRYZ CUL1 CUL7 CUX1 DCPS DDX59 DFFB DKK4 DLX2 DMRTA1 DVL2 EDEM3 EIF4A1 ELMO1 ELP1 ELP2 ENKD1 FADS2 FAHD1 FAM216A FAM53A FEM1B FXYD5 GLMP GSTA3 HDAC6 HMGCR HNRNPH1 HS2ST1 HUWE1 HYI ICAM4 IGF1R ITGAV ITGB2 KCNN3 KLHL25 LAT2 LIG3 LMBR1 LMNB1 LRP1 LRP5 LTA4H LYZL4 MAST2 MCM6 MDGA2 MKNK2 MPV17L2 MTBP MTCP1 MTHFD1L MTR NAV2 NBEAL1 NCEH1 NCOR1 NEMF NF2 NOC3L NOL6 NUCKS1 NUMA1 NUP205 NUP210 OTUD4 PABPC1 PALB2 PARD6B PCNT PDE1A PDIA4 PDLIM5 PDS5A PECR PHF19 PHKA2 PIP4P2 PLXNA2 PMP22 POLE PPCS PRKAB2 PRKD3 PRKDC PRM3 PRPF8 PTPN22 PUM1 RAB23 RAD54L RANBP1 RASSF7 RBBP5 REEP5 RGS2 ROGDI RPS6KA6 RTN4 SARS1 SDHA SEC24A SEL1L SENP2 SEPTIN12 SGSM3 SH2B1 SH3GLB2 SIPA1L3 SLC10A3 SLC12A2 SLC18B1 SLC25A13 SLC35G1 SLC37A4 SLC38A1 SLC5A6 SLCO4A1 SLF2 SMG6 SMYD3 SNRNP200 SNRNP48 SPAG9 SPEF2 SPIN4 STEAP3 SUPT20H TAF1 TAMALIN TCTN2 TEC THRAP3 TIMP2 TMEM131 TMEM143 TMX4 TSHB TTC21B UBE4B UBR2 UGGT1 UTP3 VPS37A VSTM2A VWA2 WDR24 ZBTB11-AS1 ZFAND2A ZFP62 ZMYND11 ZNF585A ZNF652 ZNF667 ZNRF3 ZW10 GSE8835_HEALTHY_VS_CLL_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE8835_HEALTHY_VS_CLL_CD4_TCELL_DN A4GALT ACTL7A ADAM28 ADGRD1 ALDH5A1 AMPH ANK1 AP2A2 ARL5A ARMC12 ARVCF B3GAT1 BBS5 BBS9 BEST1 BEX4 BIN3 BLM BMERB1 BMX BUB1 C11orf91 C12orf71 C12orf75 C1orf21 CA14 CA5B CACNA1S CAMK2G CATSPERZ CBR3 CCDC191 CCNB2 CCT5 CDCA4 CELSR3 CIITA CLDN4 CLEC2L CNGA4 COL13A1 CRHBP CRTC3 CSF1R CSRNP3 CYP7B1 DAO DBF4 DDHD1 DDIT4L DEPTOR DIP2C DNAAF6 DNAH7 EFNB1 ELN ELOVL6 EMILIN1 EML1 ENSG00000250803 EPB42 EPHB2 EXTL1 F7 FABP7 FBXL2 FBXO16 FCER2 FFAR2 FGR FOXD1 GABRA5 GABRA6 GBF1 GDAP1L1 GLIPR1L2 GLMN GMNN GPR171 GPR85 HACL1 HDAC6 HELLS HFE HOXB5 HOXC6 HTR7 IDH1 IGF2-AS INCENP ITGA9 KCNJ5 KCNK2 KCNS3 KDM4B KIAA0930 KNL1 KRT33A KRTAP4-3 LAX1 LBP LGI3 LINGO3 LMLN LRRC23 MAGEB5 MAPK13 MAS1 MBOAT1 MCUB MDP1 MED18 MEDAG MMD MMS22L MTMR3 MYBPC3 MYO18B NALCN NBAS NEIL1 NMUR2 NRG1 NTM NUDCD2 NUP37 NUP42 OBP2B OC90 OOEP OPRM1 PCDH11X PGBD1 PITPNM2 PLA2G10 PLXDC2 PNN POGLUT2 POTEH POU1F1 PRG4 PSORS1C2 PTGDR2 PTGR1 PTPRG RAD51AP1 RALYL RBM44 RCBTB1 REEP4 RELN RFC1 RIBC2 RMDN1 RTN4RL1 SCARF2 SEPTIN1 SERINC5 SLC13A3 SLC17A5 SLC22A25 SLC25A10 SLC4A10 SLITRK1 SMG9 SNHG17 SPART SPON1 SRSF12 STEAP2 STYXL1 SUGCT TASOR TBC1D16 TBC1D8 TCF15 TIAM2 TMCO2 TMEM139 TMEM269 TMEM89 TMEM91 TREH TRIL TSNAXIP1 TSSK2 UBR5 URM1 UROC1 USP19 VWF ZBTB22 ZBTB26 ZFYVE28 ZNF169 ZNF518B ZNF76 ZNF770 ZSCAN20 ZSWIM1 GSE8835_HEALTHY_VS_CLL_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE8835_HEALTHY_VS_CLL_CD4_TCELL_UP ABCA5 ABCC6 ACKR3 ACTB ACYP2 ADSS1 AGFG1 ALCAM ALOX5 AMIGO2 AMN AOPEP APOD APOE ARHGEF28 ARMCX3 ASL ATP10A ATP1A4 BCOR BPIFB2 C2 CADM1 CAPG CARMIL1 CASP1 CBX4 CCDC125 CCL7 CCND1 CCND2 CCNYL1 CD207 CD69 CD72 CHKA CMPK2 CNOT4 CPXM2 CRELD2 CRISPLD2 CRLF3 CTNNAL1 CTSF CWC22 CXorf38 CYB561D1 CYP4F3 DAXX DCPS DDX4 DDX51 DOP1B DPH2 DPH5 DTNA DUSP14 DUSP15 DUSP4 EGFL7 ELK3 EPB41L1 ERF ETV1 EYA4 EZR FADS6 FAM111A FAM241A FBLN2 FBXO4 FOXRED2 FXYD6 FYTTD1 GBGT1 GCLM GCNT1 GJB5 GLA GNB3 GPR182 GPR84 GPR88 HAT1 HDC HLA-A HOXB1 HOXD8 HRH4 ID3 IFI44L IFIT2 IFIT3 IGFBP3 IL15 IL22RA2 IMMP1L ITGB7 ITIH4 ITSN1 KANSL3 KAT5 KATNA1 KCNJ9 KLRK1 LANCL3 LCOR LHFPL6 LIME1 LPIN2 LRRC42 LURAP1L MAP2 MED7 MLXIPL MMP13 MS4A8 N4BP1 NEK8 NIFK NMD3 NT5C3A NTAQ1 NTMT2 NUDT17 NUP35 OAS1 OASL OGFRL1 PCDHB16 PGBD5 PKP4 PLD4 PLPPR1 PMEPA1 PMP22 POLR3G PRDX4 PRICKLE2 PRNP PSMD8 PTK2 RAB20 RARB RBM43 RFC3 RGCC RGS3 RNASE4 RNH1 RORC RYR1 SAMSN1 SAP30 SCN3B SELENOF SERPINB8 SFTPD SGCB SLC26A4 SLC35B1 SLC9A5 SMCR8 SNX18 SPATA13 ST3GAL5 STAB1 STXBP1 SULT1A1 SYNE2 SYT4 TAFA2 TALDO1 TBL3 TCF7L2 TENT5A TEX55 THEM4 TIMD4 TMEM94 TMTC1 TNFSF9 TNK2 TRIB3 TRIM13 TRIM45 TRIP11 TTC17 TXN UACA UBAP1 UBC UBE2D2 UBXN8 USP2 VAMP1 WASF1 XKR8 ZNF707 GSE8835_HEALTHY_VS_CLL_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE8835_HEALTHY_VS_CLL_CD8_TCELL_DN ACHE ADAM9 ALDH1L2 AMMECR1L AMTN ANKRD12 ANKRD37 ANTXR1 AOAH APOC2 AQP9 ARL1 ARPP19 ATP9A ATRNL1 AZIN2 B3GALT2 BAMBI BEX2 BMAL2 BRINP1 BST1 C11orf71 CACNA1H CALB2 CAMK2N1 CAMLG CD300LF CELA2A CEP44 CERS6 CFAP210 CFP CGGBP1 CH25H CLHC1 CNIH2 COL1A1 COL1A2 COL23A1 COL3A1 COL4A1 COL5A1 COQ8A COX19 CPED1 CRCT1 CRLF1 CRNKL1 CSF2 CSF3 CX3CL1 CXCL6 DCN DDIAS DDO DDT DECR2 DKK2 DMGDH DNAJC12 DNAJC4 DTNA ECPAS EGLN3 ERGIC1 ERO1A ERRFI1 EVC FAM162A FAM222B FAM241B FAM43A FCGR2B FKBP7 FYB1 G3BP2 GBP4 GCNT2 GREM2 GYS1 H2AJ HDAC9 HEATR6 HP IL12A IL17RE IL4R KCNK10 KDM5B KRT79 LETM1 LHCGR LIMD2 LMF1 LPAR1 LRMDA LRRIQ3 LUM MAGED1 MAGED2 MAN1A1 MAP3K3 MCFD2 MED31 MEF2D MMP2 MMP9 MRPL44 MTDH NCAM1 NFKBIZ NPEPPS NPM3 NREP NTAN1 OASL OMP ORM1 OSM P4HA2 PCNX1 PDPR PER2 PICALM PILRB PLBD1 PPBP PPFIA3 PPP1R15A PPP1R1B PRDM16-DT PTGES PTPN2 QPCT RASGRP2 RBPJ REV1 RIMKLA RNASET2 RNF114 RNF125 RNF182 RNF185 RO60 RPE RPL22 RPS25 RTRAF S100A8 SAA4 SAPCD2 SCARF1 SCN4B SDF4 SERPINB4 SERPINE1 SHISA9 SKIL SLC15A3 SLC1A2 SLC27A4 SLC2A3 SLC4A3 SLCO1C1 SLPI SLX4IP SMOX SNAP29 SNCA SRGAP1 SRPX2 SRRM2 TAOK3 TBC1D12 TEAD1 TGFBI THEM6 TMC7 TMEM119 TMEM130 TNFAIP2 TNFSF14 TNIP1 TRIP10 TSHZ2 UBL5 ULBP1 UNC5C VEGFA VPS36 WHAMM ZBTB8OS ZC3H18 ZCRB1 ZFP36L1 ZFP37 ZMIZ1 ZNF264 ZNF654 GSE8835_HEALTHY_VS_CLL_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE8835_HEALTHY_VS_CLL_CD8_TCELL_UP ABCB6 ACAD8 ADAM17 ADGRG3 ANKRD13A AP2M1 AP3S1 APOBEC1 AQP7 ARFGEF3 ARHGAP30 ARHGAP39 ARHGDIA ARHGEF1 ARV1 ASNSD1 ATP5F1A ATP6V1B2 ATXN2L AXIN2 BLVRA BMP2K C4orf46 C6orf62 CAB39 CABLES2 CBLN2 CCSAP CD300A CD93 CDK18 CHCHD4 CHD9 CHIC2 CIPC CITED2 CKAP2L CLCN4 CLEC4A COG1 COG6 CORO1C COTL1 CUTC CYP2R1 CYP4F3 DDX3X DENND11 DEPDC1B DGKZ DHRS3 DHX34 DNA2 DPP9 DYRK3 E2F6 E2F8 EHD4 EI24 EPN2 EVI2B FANCG FASTKD3 FCHSD1 FFAR4 FGFR1 FLOT2 FRRS1 G6PC3 GATAD1 GCFC2 GET1 GID4 GPNMB GPR83 GSDMD GSR GTF2H3 GYG1 H2AX HS1BP3 HYAL2 IDH3B ING1 INPP5F KIF13A KLHL6 KLRK1 LCMT2 LDAH LGALS3 LRIG1 LRP1 LRRC8A LSM2 LYRM4 MAL2 MAP2K7 MAP7D1 MBD3 MBTPS2 MORF4L1 MRPL10 MS4A6A MTA1 MTFR1L MYO10 MYOF NAGPA NARS2 NCOA6 NCOR1 NDEL1 NDRG3 NDUFC1 NEK2 NIN NLK NOTCH2 NPEPL1 ORAI3 PAM PARP1 PCBP1 PCBP2 PDXK PEF1 PEG3 PKDREJ PKP4 PLEKHB2 PLEKHM2 POLK POT1 PRC1 PRKCB PROB1 PRXL2A PSD4 PSMB11 PTCD2 PTGES2 PTPRA QSER1 RAB14 RACGAP1 RASA1 RBM45 RCC2 RFNG RGS14 RPS26 SEC11A SEPTIN11 SH3BGRL3 SLC15A2 SLC15A4 SLC25A6 SLC29A3 SLC35B4 SLC41A3 SMC2 SNIP1 SNX12 SNX8 SRXN1 STAC2 STAT6 STX6 SUV39H1 TAS1R1 TFCP2 TGFA TGFB1 TMEM202 TMEM222 TMEM248 TMEM87A TNKS TNS3 TOGARAM1 TSPAN5 TSPAN8 TTYH2 UBR3 UBTF UQCRFS1 USF2 UTP15 VPS11 WDR41 WDR83OS ZDHHC24 ZHX1 ZIK1 ZKSCAN8 ZMYM4 ZMYND11 ZNF212 ZNF518B GSE8868_SPLEEN_VS_INTESTINE_CD11B_POS_CD11C_NEG_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE8868_SPLEEN_VS_INTESTINE_CD11B_POS_CD11C_NEG_DC_DN ACP2 ACP5 ADAM19 AGMO AIF1 AK1 ALG9 AMPH AP1B1 APOA2 APOLD1 ARHGAP6 ARIH2 ARL4C ARSK ATF4 BAIAP2 BARD1 BASP1 BBS5 BEND3 BLVRB BNIP5 BUB1 CA13 CALML4 CALR CASP8 CCL13 CD164 CD69 CD72 CD80 CHL1 CIAO2B CLASP2 CLDN7 CLEC1B CLTB CMTM3 CNBP CNKSR3 COL1A1 COPRS CPE CSF2 CTTNBP2NL CYP51A1 CYSLTR1 DIP2C DLG5 DNAJB6 DNAJC1 DNAL1 DNM1L DPYSL3 DSE EFCAB14 EGLN2 EIF4E ENTREP1 ENY2 EPOR EPRS1 EYA3 FADS1 FADS2 FAM135A FAM3C FCGR1A FIBIN FLNB FYB1 GALC GALNT2 GBF1 GDI2 GNB1L GNS GPAM HERPUD1 HIC2 HIRIP3 HLA-B HLA-G HNRNPAB HOXC4 HSP90AB1 HSPA5 ICAM1 IFNAR1 IGKC IGSF10 IK IL4R IPO4 IRAG1 IST1 ITGA5 KCNIP3 KLHL7 KRT8 LAIR1 LAMP1 LIMA1 LIX1L LRAT LRP12 LYPLAL1 LYVE1 MANSC1 MAPK8 MB21D2 MEIOB MLH1 MLLT6 MNT MOAP1 MORN2 MRAS MRTFB MT1E MT2A MTHFD1 MTHFR MYH10 MYO3A MYOM1 NAF1 NCOA7 NCS1 NDC1 NEURL1 NFATC2 NPY NUDT11 NUDT14 OTC P2RY12 PABIR2 PARVA PDHB PDK3 PDLIM4 PFN2 PHLDB1 PLA2G2D PLIN2 PLS3 POGLUT2 POPDC3 PORCN PRDM8 PTPMT1 PTRH1 QPCT RAMP3 RBP1 REL RHBDF1 RNFT1 RSAD1 SAMD11 SCAMP5 SCGN SDC1 SECTM1 SEMA4C SERPINB8 SGCB SLC10A6 SLC16A6 SLC25A28 SLC31A2 SLC35F5 SLC37A2 SLC39A8 SMARCAL1 SMCO4 SNRPA SNX3 SPECC1L STMN3 TCEAL8 TCF12 TENT5C TGIF1 TLE6 TMCC3 TMEM107 TPM2 TRIM13 TSPAN33 UBE2N VAV2 VMA21 WEE1 ZMYND15 ZNF263 ZRANB3 GSE8868_SPLEEN_VS_INTESTINE_CD11B_POS_CD11C_NEG_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE8868_SPLEEN_VS_INTESTINE_CD11B_POS_CD11C_NEG_DC_UP ABRAXAS2 ACOT9 AGAP2 AICDA AP1M1 AQP9 ARFIP1 ARHGEF1 ARSB ATF7IP ATG4D ATXN3 B3GNT2 BCL11A BMS1 BNIP3L BPIFB3 BRD7 C11orf68 C5orf34 C6orf118 CAP1 CBFA2T3 CBX7 CBX8 CCDC125 CCDC126 CCDC146 CCDC28B CD47 CDC5L CEBPD CELSR3 CHST11 CMC2 COL8A2 COL9A3 CORO1A CSGALNACT2 CSRNP2 CTCF DAAM1 DDX41 DENND11 DKK4 DYNLL1 EPX ESRP2 EVI5 F8A1 FAM131B FAM53C FBXO45 FKBP1B FLII FLNA FOXD2 FRAT1 G6PD GABARAPL2 GDPGP1 GIGYF2 GRHPR GRINA GSKIP HECA HOXB4 ICAM2 INPP5B INTS5 IREB2 ITGB7 JAM3 JAZF1 KANK3 KCTD11 KCTD20 KIF2A KLHDC3 KLHL25 LDHB LFNG LTB LY75 MARK2 MCEMP1 MCTP2 MED4 MFSD14A MFSD14B MFSD6 MMP8 MOB3A MON1B MYO1F NAA16 NAA35 NAAA NARF NEDD9 NFAM1 NFATC3 NFE2 NLRP12 NOP53 NSD3 NSMCE4A ODF4 PAXX PCED1B PCIF1 PCOLCE2 PDF PDIK1L PGLYRP1 PHETA2 PIK3CD PKP3 PLIN5 POLG2 POR PPP1R3D PPP2CB PPP4R3B PRKAB1 PUM1 PYGL RAB29 RAB33B RAB5IF RABIF RALGAPB RAMAC RESF1 RGS2 RGS3 RIOK3 RIOX1 RNF114 RNF181 RNF31 RNF38 SATB2 SDCCAG8 SENP7 SERTAD3 SGK3 SH3GL1 SIK1 SIPA1L3 SLC15A4 SLC22A15 SLC2A3 SLC9A1 SLMAP SMAD2 SNRK SNX27 SOAT2 SOS2 SP3 SPSB4 STAT5A STX16 SULF2 SUN1 SVIP SWT1 SYNE3 TADA1 TBC1D14 TBPL1 TENT4B THSD1 TIAM1 TMEM40 TMEM71 TOP3B TRIM34 TSEN34 TSTD1 UBA3 UGP2 UNC5C USF3 USP18 USP3 VPS13B WAPL WTAP YOD1 ZBTB2 ZBTB39 ZBTB42 ZBTB9 ZC3HAV1 ZNF414 ZNF746 ZYX GSE8921_3H_VS_24H_TLR1_2_STIM_MONOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE8921_3H_VS_24H_TLR1_2_STIM_MONOCYTE_DN AARS1 ADAM28 ADGRG3 ALDOC APRT ARHGAP31 ARHGDIA ARPP19 ATCAY ATP6V1G1 ATXN7L1 BAMBI BASP1 BEND4 BHLHE40 BZW2 C16orf95 C1GALT1C1 C1orf56 CA13 CAGE1 CARNMT1 CAVIN1 CCDC86 CCDC89 CCNC CCNO CCT6B CDH16 CDK6 CHD7 CIAO2A CKAP4 CSF2RB CTPS1 CTSV CYTH1 DCTN2 DGAT1 DNAJB11 DNAJC1 DSC1 DUSP4 E2F4 ECEL1 EDN1 EFHD2 EIF1AX ELMOD3 F2 F2RL2 F3 FADS2 FGD6 FGF13 FNBP1L FOXF1 FPR2 GALE GALK1 GALNT16 GPBP1L1 GPI GPR137 GPR146 GPR152 GTF2F1 GYS1 HACD1 HCAR2 HMGA1 HOPX HSPA12A HTRA3 IER3IP1 IL15RA IL6 IQGAP3 IRF2BP2 KCNG1 KCNN3 KLF13 KLF7 KLHL25 KLHL40 LAMTOR4 LDHA LGALS1 LGALS3 LGALS8 LRFN2 LSR MAFF MAFG MAP1LC3A MAP2K2 MAPK13 MBD2 MCC MCEMP1 MCTS1 MEA1 MICALL2 MIER2 MIF MINDY1 MOV10L1 MROH9 MXD1 NFKBIA NPEPPS NUCB2 NUDC NUDT3 OLFM4 PAM PAX4 PDCD6IP PDZD11 PER1 PFDN4 PGLS PHLDA2 PICALM PLAU PLCH1 PLIN2 POF1B PPIL1 PPP1R14B PPP1R15B PPP1R3G PRDX5 PRELID1 PRELID3B PROB1 PRPF31 PSMD3 PTGR1 PTPRS PYCARD RASSF2 RBM15B RBM42 RFFL RNF126 RNFT2 S100A10 S100A6 SAA1 SART1 SEC14L4 SEMA4A SH3BGRL3 SH3PXD2B SLC15A3 SLC2A1 SLC7A5 SMDT1 SNRPF SOBP SOCS2 SPAG8 SPINT1 SPNS1 SPRY2 TATDN2 TAX1BP3 TBC1D14 TMCO6 TNFAIP3 TNFAIP6 TNFRSF9 TNNI3K TP53BP2 TRADD TREM2 TRIB3 TRIM29 TRIO TRPC4AP TSC22D4 TTLL9 TUT7 UACA UBE2J2 UFM1 UPP1 UQCC5 UQCR11 VAPA VPS53 WBP1L WDR83 WFDC2 WTAP WWP2 YPEL5 ZNF341 ZNHIT1 GSE8921_3H_VS_24H_TLR1_2_STIM_MONOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE8921_3H_VS_24H_TLR1_2_STIM_MONOCYTE_UP ABCA3 ABI2 ACO1 ACSL5 ADAM22 AHSP AKAP11 AKT3 ANKMY2 ANKRD50 AP1M1 ARHGAP11A ARHGAP19 ARHGAP30 ARHGEF37 ARMC1 ARPC5L ASAP2 ATMIN B4GALT5 BEND5 BMP2 C16orf54 C1orf53 C2CD5 CASC3 CCDC88A CCDC93 CD1D CD28 CD300LB CD40 CD48 CD7 CD99L2 CDK14 CEPT1 CHAC2 CHD3 CIITA CLIC4 CLIP1 CNN2 COX4I1 CSE1L CSNK2A1 CTCF CTDSP2 CTSW CXorf38 CYB561A3 DDR1 DIPK2A DNMT3A DOLK DUSP22 DYSF EIF3K ENPP4 ENSG00000267882 ENTPD6 EP300 EPS15 EVA1A EVI2B EVL EXOSC1 FAM117A FBXO33 FCN1 FCRLA FKBP9 FOXJ3 FTX FUOM GANC GHITM GNA12 GNGT2 GPHN GUF1 H2BC13 HLA-G HLTF HPGDS HPSE HYCC1 ICAM2 ICE2 IFT140 IL6ST IMMP2L INPP4B INPP5B INPP5F ITM2C ITPR1 IVD KBTBD11 KBTBD8 KCTD6 KLRC1 LPAR6 LRP4 LTF LYSMD2 MALT1 MAPK8 MARCO MECP2 MEIS1 MID1IP1 MSL1 MSL3 MTMR6 MTOR MYCL MYO10 NR1H3 NSD1 PADI4 PATJ PGLYRP2 PHB1 PHETA2 PIK3AP1 PIKFYVE PLPBP PLPP1 PNPO POGK POLA1 PPP1R12B PRDX3 PRG4 PRKACB PSIP1 PTGIS PURA PYCR3 QPRT RABEP2 RAI1 RAP1A RAPGEF1 RCN1 REPS2 RGS12 ROGDI RPAP2 RPL11 RPS3 S100PBP SCAP SCOC SEPTIN6 SERPINB2 SGF29 SGK3 SIKE1 SLC12A5 SLC16A7 SLC22A23 SLC25A31 SLC2A3 SLC43A3 SLC4A7 SMAD5 SMUG1 ST3GAL2 SULF2 TBC1D9 TBCCD1 TCF7 TESC TFAM THUMPD3 TIFA TMCC3 TMEM178A TMEM208 TNFRSF14 TOX4 TPK1 TRAF5 TRIM7 UBAC2 UBFD1 UGT8 UQCC3 UTP25 VAMP7 VCL VKORC1 YPEL2 ZC3H7B ZNF141 ZNF229 ZNF418 ZNF445 GSE8921_UNSTIM_0H_VS_TLR1_2_STIM_MONOCYTE_12H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE8921_UNSTIM_0H_VS_TLR1_2_STIM_MONOCYTE_12H_DN ABI3 ACAA1 AKAP12 ALOX15 ALPK2 AP3D1 ARHGAP25 ARL4C ARRB2 ASIP ATAT1 ATF7IP ATP6AP1 ATP6V1E1 ATP6V1G2 ATRN ATRNL1 B3GALNT1 BCL2L15 BEND4 BLOC1S1 BMAL1 C12orf4 C1GALT1 CAMK2N1 CAST CAT CCDC113 CCDC88C CCNDBP1 CCNL2 CCPG1 CD86 CDKL3 CLCC1 CLDND1 CLOCK CNIH1 CNOT6 COMT CPNE1 CREBRF CRISPLD2 CRTC3 CSNK1E CXCR5 CYP11B2 DBNDD2 DDI2 DDR1 DDX17 DGAT2 DTX4 EBP ENTPD5 EPB41L2 EPC2 ERBIN ETFBKMT FAM120AOS FAM163A FAM20A FCHO1 FIRRE FKBP1A FRMD6 FURIN FUT11 FYCO1 GABARAPL1 GABBR1 GDI2 GMFG GOLGA1 GOLM1 GOLPH3 GRINA H3C14 HERC2 HIPK3 HP1BP3 HPS6 IBSP IL21 INO80D IRF2BPL ITGB2 ITGB7 ITM2B JMY KIDINS220 KLRD1 KRTAP17-1 LAMC2 LAT2 LGMN LRRCC1 LUC7L3 MAGI3 MAP1LC3B MAP4K4 MAP4K5 MATCAP2 MOG MPEG1 MRPL9 MRPS5 MTURN MXD4 NAA16 NAPEPLD NIPAL1 NLK NLRC3 NLRP12 PDE9A PGS1 PHF21A PIGV PIP4P1 PIP4P2 PLCG1 POU6F1 PPP1CC PRR16 PRR5L PSAP PSTPIP1 PTBP3 PTPN4 RAD52 RBM18 RBM39 REXO4 RGCC RIN2 RNFT1 RTN4RL2 SARAF SBK1 SBNO2 SEMA5A SEMA6D SESN3 SESTD1 SH3BGRL2 SIAE SIRT7 SIT1 SKI SLC46A1 SLC66A2 SLC6A6 SLC9A1 SLC9A2 SLCO2B1 SMARCA2 SOBP SOX4 SPHK1 SPIN1 STAB1 STARD5 STIM2 STK32B STN1 STRA8 SYNRG TBCEL TFAP2A TFAP2D TGFBR2 TIMP1 TMCO5A TMEM176B TNIP2 TP53INP2 TRPM7 TSG101 TSPAN7 TSPO TUBB2B TXNDC15 UBN2 UBP1 UBXN4 UBXN6 UIMC1 UNKL USE1 VAV1 VRK3 VWA5A WBP1L YWHAH ZC3H12A ZFP28 ZNF565 ZNF579 ZNF658 GSE8921_UNSTIM_0H_VS_TLR1_2_STIM_MONOCYTE_12H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE8921_UNSTIM_0H_VS_TLR1_2_STIM_MONOCYTE_12H_UP AARS1 ADI1 ADORA2A AKIP1 ALKBH7 ALOX15B AMFR ANAPC5 APLF ASAP1 ASB9 ATAD5 ATP5F1E AURKAIP1 AZIN1 B3GALT6 B3GNT6 BRCA2 BRD8 BSND BUB1B C17orf75 C19orf44 C1orf112 C4orf46 CACYBP CASQ1 CCND2 CCT6A CD200 CD274 CDK2 CENPE CENPJ CENPK CEP152 CHAF1B CHCHD3 CLPB CLRN3 CNIH4 COL9A3 COPS7A CRLS1 CST7 CYB5R1 DACT3 DCAF17 DCUN1D2 DDX18 DDX39A DHFR DHX29 DLD DNA2 DNAAF2 DUT EGR1 EME1 ENY2 EPHB4 ERI2 ERICH2 ESPL1 ETFA ETV5 FANCB FASTKD5 FH FOXRED1 FOXRED2 GFOD1 GNAI1 GNB1L GPR183 GTF2H2 GTPBP4 H1-10 HAP1 HAT1 HEXA HINT1 IFIH1 IFITM2 IL1RAP IQCA1 IQSEC1 IRAK2 JAZF1 KIF11 KIFC1 KPTN LAP3 LITAF LONRF3 LRRC20 LSM4 LYAR MAN1C1 MCM10 MCU MDC1 MEIOC MEMO1 MKRN2 MLF1 MN1 MORN2 MRPL39 MRPS10 MRPS11 MSH2 MTFP1 MZB1 NAGLU NDUFA7 NDUFA9 NDUFB9 NF1 NMI NMT1 NPM3 NR4A1 NRF1 NRSN1 NTN1 NUDT21 NUP37 NUP43 NUP85 NUP93 NUSAP1 OIP5 OR51B2 ORC1 PARP2 PASK PCDHAC1 PFDN2 PHKA2 PIGK PNKD POLD2 PPIH PRIM2 PRKCSH PRMT7 PSMA7 PSMB3 PSMG1 PTPN18 RAB11FIP1 RBBP8 RCN2 RFC1 RPA1 RUVBL1 RWDD1 SCIN SLC22A14 SLC35B4 SLC7A5 SMARCB1 SMS SOX6 SPAG5 SPATA6L SPATA7 SPDL1 SPI1 SPINT1 SRGAP2 SRSF7 SSR2 SWI5 SYT1 TBC1D7 TECPR2 TECR TFAP2C TIMM8B TM4SF5 TMEM209 TRIM17 TRIP13 U2SURP UQCR10 UTP18 VILL WDR31 WDR62 WDR76 ZC3H15 ZC3HC1 ZCRB1 ZEB2 ZNF239 ZNF426 ZP2 GSE8921_UNSTIM_0H_VS_TLR1_2_STIM_MONOCYTE_24H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE8921_UNSTIM_0H_VS_TLR1_2_STIM_MONOCYTE_24H_DN ACOX1 ADAMTS10 ADAMTSL4 ALDH1B1 AQP9 ARAP1 ARHGAP45 ARMC10 ARMC7 ARMCX3 ARMCX6 ARRDC2 ATP6V0D1 BBS9 BLOC1S6 BMAL1 BTBD7 CCNDBP1 CCNL1 CCNT2 CCR5 CD82 CD84 CDKAL1 CEPT1 CHD2 CHD7 CIART CIC CLK4 CNST COG4 COG5 COL5A2 COPZ1 COQ8B CPSF6 CREB3L2 CSNK1G1 CTSE CXCR4 DCAF11 DCAF4 DDB2 DNAJC5 DUBR ECM1 EIF3E ELMOD3 ENOX2 ENSA EPC2 ERCC4 ESM1 ETFDH ETNK1 ETV6 EXOC6 FAM117A FAM193B FBXO25 FBXO8 FGL2 FUCA1 GALNT11 GM2A GOLGA1 GOLPH3L GOT1 GPR146 GPR174 GPR180 GPRASP1 GRB7 HERC1 HJURP HLTF HLX HMG20A HPS5 HSPA1B HTT IFT172 IGFBP4 IL1R2 IRAK2 ITPR3 KDM5B KDSR KREMEN1 LDHD LEMD1 LGALSL LIME1 LMBRD1 LMNTD2 LONRF2 LPP LRRC28 LRRC58 LTO1 LYSMD3 MAP3K1 MAP4K2 MAPK3 MEAK7 MED13L MMP12 MMS19 MOS MRTFB MSL1 MSRA MTA3 MTMR14 MYO7A NBR1 NCOA4 NEB NFE2L2 NPC1 NPC2 NT5C3A NUFIP1 NUMA1 NXN OAZ2 PADI2 PADI3 PATJ PGAM1 PGLYRP2 PJA1 PLEKHO1 POLI PPME1 PPOX PPP1R13B PPP1R15A PRKD2 PRPF39 PSTPIP1 PTK2B PTPN12 PTPRA RAD52 RALBP1 RANBP9 RBM48 RBM5 RICTOR RINL RIPK2 RNF215 RPL5 RRAD RRAGD SBNO2 SCARB2 SELP SERPINF1 SF3B1 SIGIRR SLC49A4 SNAPC1 SNAPIN SNX20 SNX32 SOCS3 SPATA1 SPTBN1 SSR3 STAM STXBP2 SUSD3 TAF9B TAPT1 TBC1D20 TCF25 TEC TGFBR2 TMCO6 TMEM121 TMEM167B TMEM176B TNFAIP8 TNFSF9 TRAK1 TRAM2 TRPV2 TXNDC16 ULK1 UNKL UPF2 UVRAG VMP1 ZFAND6 ZNF579 ZNF708 ZSWIM4 GSE8921_UNSTIM_0H_VS_TLR1_2_STIM_MONOCYTE_24H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE8921_UNSTIM_0H_VS_TLR1_2_STIM_MONOCYTE_24H_UP ABCA6 ADAMTS15 ADGRB3 ADGRE5 ADRA2B ANGPTL1 ANGPTL4 ANKRD34A ANKRD45 ARL4D ASB11 ASPN BACE1 BEST2 BEX4 BRD3OS C1QL3 C1orf174 C2orf88 CACNA2D3 CACNG3 CCDC141 CCDC175 CCL1 CD160 CDH1 CDK18 CENPM CENPS CETN3 CFAP45 CHAT CHCT1 CHST1 CHST8 CMSS1 CNR1 COL11A1 COL14A1 COL1A1 COLCA1 COLEC10 CP CTHRC1 CTTNBP2 CXCL6 CYP26B1 CYP4F2 DBN1 DENR DKK2 DLGAP1 DLX2 DOC2A DPPA2 DPT DRGX EEF1AKMT1 EGR3 EMG1 EML6 ENTREP2 ERH EXTL3 EYA4 FAM204A FAM81B FERMT2 FLACC1 FSTL1 GABRG1 GATA2 GCSH GLIPR1L1 GPRC6A GREB1L GSX2 GTPBP8 GUCY1A1 HAS1 HOXA3 HOXC8 HPF1 HTRA3 HYKK IL1RAPL1 INAVA IRF8 ITGA9 KCNT2 KCTD4 KLHL33 KLK7 KLRK1 KRTAP17-1 KRTAP8-1 L3HYPDH LARP6 LARP7 LIX1 LPAR1 LRP3 LRRTM3 LSM7 MAOB MAPK4 MARCHF10 MARVELD3 MIR99AHG MMP8 MRPL12 MRPL40 MRPL50 NAA20 NEUROD1 NHERF4 NHP2 ORMDL2 PCDHB1 PCDHB13 PCLAF PCSK5 PDE6A PDE7B PDIA5 PGBD5 PHF24 PHF5A PIGT PIK3R6 PIWIL1 PLSCR4 PLXNB2 PMS1 PPIH PRAMEF2 PRPF19 PSMA7 PSMA8 PTCHD4 PTMS PTPN11 PTX3 QTRT2 RAB5IF RBFOX2 RBM24 RIC3 RNF17 ROBO4 RTP3 RYR3 SATB2 SAXO1 SBSPON SCIN SGSM1 SH3BGRL SLC22A13 SLC22A23 SLC22A9 SMARCA1 SNCAIP SNF8 SPARC SPRY2 SSTR4 SSX5 STOX2 TAGLN2 TAL1 THBS2 THYN1 TIAM2 TIMM10 TIMM9 TIMP3 TM4SF1 TMA16 TMEM229A TMEM238 TNFSF11 TOB2 TPMT TRIR TTC29 TTL UCHL3 UGT2B15 UGT2B4 USP29 VSX2 WDFY3 WWC2 XRCC2 YBX3 ZMYND12 ZNF704 ZSCAN29 GSE8921_UNSTIM_0H_VS_TLR1_2_STIM_MONOCYTE_3H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE8921_UNSTIM_0H_VS_TLR1_2_STIM_MONOCYTE_3H_DN ACOT1 ACRV1 ACVR1C ADAMTSL4 ADGRL4 AGO2 AGPAT1 ALDH1A3 ALPK1 APCS APOF ARHGEF19 ARHGEF26 ARID5B ASPHD1 ATP1B2 BATF2 BBS7 C16orf92 C1QTNF7 C1orf50 C3orf38 C8orf58 CACNA1B CACNG6 CBFA2T3 CCDC167 CCDC24 CCDC39 CCDC89 CCNA1 CES4A CFAP119 CFAP53 CGA CLEC2L COL19A1 COL20A1 COPS8 CRAT CRISP3 CTDSP1 DCBLD2 DEFB4A DIRAS2 DMRT2 DMRT3 DOCK4 DRD2 DYNLRB2 EDA ELF3 EPHX2 EPS8L2 ESRRB ETFDH FABP12 FAM167B FAM241B FAM98C FGA FGF19 FKBP6 FLRT1 FNDC9 FOXD3 GABARAPL1 GABRG2 GABRR2 GFRA3 GFRA4 GLP1R GNG4 GOLT1B GRB7 GSS GUCA2B HDAC11 HEBP1 HHEX HOXD13 HSPBAP1 HTR3A HYAL3 IFITM5 IGSF8 ITGA2B KCNAB1 KCTD7 KIAA0586 KIF5A KIRREL1 KITLG KLK10 KLRG1 KRTAP2-4 KRTAP3-1 LCN2 LDHD LGI4 LINGO3 LIX1 LOX LRRC2 LRRIQ4 LY6G6C MEDAG MFAP4 MIOX MIXL1 MRGPRF MSMB MUL1 MVB12B MYADML2 MYRF NCAN NKX1-2 NKX2-3 NKX6-1 NLRP9 NMBR NME4 NMU NOL3 NR1I2 NRCAM NRIP3 NRSN1 NSUN7 OMD OR10AD1 OR2S2 PADI3 PADI4 PALMD PDGFA PEX5L PGAM2 PGPEP1 PHLDB2 PHLPP1 PIP4P1 PKLR PLA2G4E PLAGL1 PLEKHG3 PPP1R3A PROC PROX1 PRRG1 QPCTL RETN RIPPLY3 RMND1 RRAGC RUFY2 RYBP SCN1A SCN4B SCNN1A SCRN1 SDK2 SELENOV SEMA6C SERPINB8 SERPIND1 SERPING1 SLC12A1 SLC22A16 SLC26A2 SLC39A2 SLC5A8 SLC9A3 SLN SMR3A SMTNL1 SNORC SPNS3 SPTBN4 ST7L SYPL2 TEKT5 TEX44 TMEM119 TMEM269 TMOD2 TNN TNNT2 TRMT44 UBAC2 UGT2B17 UST ZAR1 ZMIZ2 ZNF354A ZNF521 ZNF821 ZP2 ZYG11A GSE8921_UNSTIM_0H_VS_TLR1_2_STIM_MONOCYTE_3H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE8921_UNSTIM_0H_VS_TLR1_2_STIM_MONOCYTE_3H_UP AAGAB ACOX3 ACSM2A ACTRT2 ADAMTS19 ADAT1 ADCK2 ADORA3 AFAP1L1 AKR1E2 AMACR ANAPC10 ANAPC2 ANKRD22 AP1B1 APOD ARHGAP29 ARHGEF15 ARHGEF38 ARPIN ASB5 ASNSD1 ATP8B1 B3GALNT2 B4GALT6 BARHL2 BBS10 BICD1 C1orf53 CACNA2D3 CAMK1D CBR1 CCDC88A CCL22 CCNB1IP1 CD36 CDK5RAP1 CHD1L CHL1 CLCC1 CLEC4A CLUAP1 CNTN3 COASY COBLL1 COL17A1 COPB2 COPS3 CPSF7 CREB5 CTBP1 CYBB DCAF4 DDR1 DDX59 DERA DGKH DGKI DHH DMC1 DNAAF8 DRGX EIF4EBP2 EVX1 F8 FAAP100 FAM120AOS FAM149B1 FAM170A FAM219B FAM43B FANCL FAT3 FBXO10 FBXO31 FCER1A FRRS1 FUCA1 GABRG1 GAREM1 GDAP1 GJB5 GLRB GNB1L GNS GPC5 GRM3 H2BC18 HDAC8 HLA-DRB1 HORMAD2 HSD17B10 HSD17B6 ICE1 IL27RA KATNB1 KCNK13 KCTD6 LIMD2 LRRC34 LSM10 LSM6 MAIP1 MBD4 MCM3AP MFSD14A MGA MISFA MLXIP MRO MRPS16 MRPS30 MSI2 MTRES1 NACAD NAPB NDUFAF7 NSMAF NTS NUDT12 PAK2 PAN3 PARVB PCDHA12 PDE7B PDGFD PDHA2 PEX10 PHACTR4 PHAX PI4K2A PIP5KL1 PLA2G4A PLCD4 POLB POLL POLR2K POU4F1 PPP1R7 PPP4R3B PRICKLE3 PRMT7 PRPS2 PRSS41 RAB3C RASA2 RECQL5 RFTN1 ROBO3 RPS3 RYR3 SAPCD1 SELENOF SERPINB7 SF3B2 SH3TC2 SHCBP1L SLC15A1 SLC17A7 SLC18B1 SNAI2 SPATC1L SPG11 SRCAP SRFBP1 SRSF5 STAU2 STIMATE STOX2 SUGP1 SYCP3 SYT16 TAB3 TAF7 TBC1D21 TCERG1L TIMM17B TMEM260 TMPRSS2 TNRC18 TRAPPC4 TRPV1 TTC3 TXLNA UBA3 UBTFL1 VAMP1 VPS11 VPS39 VSTM5 WDSUB1 ZBTB1 ZCCHC18 ZCCHC4 ZFP92 ZMYM2 ZNF157 ZNF329 ZNF354B ZNF606 GSE8921_UNSTIM_0H_VS_TLR1_2_STIM_MONOCYTE_6H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE8921_UNSTIM_0H_VS_TLR1_2_STIM_MONOCYTE_6H_DN ABCA1 ABCG1 ABLIM1 ABTB1 ACOT13 ACOX1 ACSBG1 ACSF2 ACVR1B ACVR2A ADAMTSL2 ADRA2C AHRR AKAP13 AKIRIN1 ALS2 AMER1 ANKRD44 ANKRD6 AOPEP AP1S2 AP3D1 ATP1A2 B3GALT2 B3GNT5 B3GNT8 B4GALT3 BLK BMI1 C4orf46 CARHSP1 CATSPERZ CCDC89 CD163 CD99L2 CDK19 CERK CGGBP1 CLBA1 CNDP1 CNDP2 CNOT11 CNST CNTN6 CREB3 CTSF CTSW CUZD1 CX3CL1 DENND2B DNMBP DSTN DZANK1 EDEM3 EPB41L2 EPC2 EPS8L2 FAM110C FBXL3 FCHO1 FEN1 FGF13 FHIP2A FOXK1 FUT10 GLB1L3 GM2A GNAI3 GNG2 GRK4 GTPBP2 HERC3 HLA-DOB HLA-G IFI44 IL18BP IRF2BPL ITGB2 JMJD1C KATNBL1 KCNK6 KCTD14 KLHL30 KLRC1 KLRD1 MACC1 MAP4K4 MBNL3 MED14 MGAT4A MGST2 MIEN1 MINDY2 MKRN3 MPEG1 MRPL10 MYADM NAGA NCMAP NDRG4 NIN NIPAL3 NISCH NLGN3 NLRC5 NOX4 NR1D2 NRARP NTAQ1 NTN5 ODR4 PABPC1L PARP14 PARVA PDE4A PDK4 PDLIM5 PHYHD1 PIK3C2A PLSCR4 PRDM2 PRG4 PRR5L PSMB11 PTPRJ RAB11FIP2 RAD51AP1 RASGRP2 RBL1 RBM7 RBP4 RCAN3 RECK RHOF RIMOC1 RNASE4 RNASET2 RNF149 RORA RPL17 RPS6KL1 SARAF SCN10A SEC11A SEMA6D SEPTIN10 SEPTIN12 SETD7 SGK1 SH2D1B SH3GLB2 SIAE SLC17A9 SLC43A2 SLC9A5 SMAD6 SMC4 SMG1 SNORD89 SNX13 SNX14 SS18 ST7L ST8SIA4 STAT1 STAT5A STON1 SUSD4 SYP SYT7 TAMALIN TANGO2 TAP1 TBC1D4 TBL1XR1 TBXA2R TCP11 TGFBR2 THADA THAP6 TLR7 TMEM30A-DT TMEM31 TMPRSS11D TNKS1BP1 TNRC6B TP53BP2 TSPAN14 TTC27 TTC39B TUBGCP4 TWF2 UGT2B4 VPS28 VWA5A WAPL ZBTB42 ZDHHC20 ZNF622 ZUP1 GSE8921_UNSTIM_0H_VS_TLR1_2_STIM_MONOCYTE_6H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE8921_UNSTIM_0H_VS_TLR1_2_STIM_MONOCYTE_6H_UP AAGAB ACADS ACKR2 ACSF3 ADARB1 ADCY5 AKR1D1 ALG3 ALKBH1 AMPD2 ANKRD13D ANKRD27 ARF1 ARHGEF28 ATF5 ATP6V0E2 AURKAIP1 BANF1 BLNK BLVRA C1orf112 C22orf39 CAB39L CBR4 CC2D2A CCNYL1 CDC23 CDC26 CDCA8 CEACAM20 CEACAM21 CENPW CIAPIN1 CNTNAP4 COX18 COX6A1 COX6C CRABP1 CRISP2 CRYGB CSF3R CTNNBL1 CTTNBP2 CYB5R1 CYFIP2 CYP4F12 DAB1 DAB2IP DAPL1 DDX11 DNAJC24 DPH5 DPP3 EBI3 EHD4 EIF2B3 EMC4 EME1 ENAM ESPL1 ESRRG ETV5 FADS6 FAM118B FAM170B FASTKD1 FGF6 FILIP1L FUOM GAA GATB GNL2 GORASP1 GYG1 GZMH HAS2 HDC HIKESHI HMGN3 HNRNPAB HSBP1 HSPB7 HSPD1 HYPK IGKC IRAG2 ISY1 JMJD8 KCND3 KDF1 KIN KRTAP2-4 KRTAP26-1 LAP3 LIG1 LRFN2 MALSU1 MDC1 MERTK MICOS10 MID1IP1 MMADHC MPND MRE11 MRNIP MRPL36 MRPS10 MRPS26 MTARC2 MTFP1 MTG1 MTHFD2 MTR MXRA8 NDC80 NDN NDUFB6 NDUFB9 NDUFS7 NRF1 NRG1 NSUN2 NTSR2 NUF2 NUP155 NXF2 OLIG3 OSCP1 OSR1 OTOR OTX1 PABPN1 PAK6 PAOX PDLIM1 PES1 PJA1 PLXNC1 PMPCA POGLUT2 POGLUT3 POLD2 POLE4 POLR2F PRXL2B PSAT1 PSEN2 PSMB1 PSMC5 PSMD1 PYROXD1 RAPH1 RBFOX2 RERE RPP40 RRAGA RRP7A RUVBL2 S100A6 SCAF11 SEMA6A SF3A1 SLC26A10P SLC7A11 SMG7 SMPD3 SMR3A SPINT1 SPIRE1 ST3GAL1 ST3GAL5 STOML2 TAGLN2 TESC THAP11 THNSL2 TIGAR TIMM8B TINF2 TJP2 TMED3 TMEM100 TMEM216 TMEM88B TNC TNFAIP8 TRPM5 TSR3 TTLL12 TULP2 USP12 UTP4 VEZT VIT XRCC6 YARS2 ZIC1 ZIC4 ZNF35 ZNF821 GSE8921_UNSTIM_VS_TLR1_2_STIM_MONOCYTE_12H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE8921_UNSTIM_VS_TLR1_2_STIM_MONOCYTE_12H_DN ABCC1 ABTB3 ACAA1 ACVR1B ADGRG6 ADM AGBL3 AGMO AKT2 ALAS1 ANG ANXA3 APOC2 ARHGAP31 ARL5A ATF7IP ATOSA B3GNT5 B4GALT5 BCAM BCAR3 BLK BRPF1 BTLA CACNB3 CAPNS1 CCDC25 CCL22 CCND1 CCNYL1 CD180 CD19 CD36 CDC25A CDC7 CDV3 CEP192 CEP63 CHAC1 CHST7 CISD3 CLEC1B CLEC4G CNN3 COP1 CPSF3 CYB5R4 DHX15 DMPK EIF3A ELOVL7 EML4 EPS8L1 ERCC6L2 ETV3 FABP5 FAM111A FAM20C FAM219A FOXO1 GNRHR GRAMD4 GRIA3 GSR HARS1 HLA-B HMGA1 HMGA2 HMGB1 HNRNPA0 HOOK2 HSD11B1 HSP90AB1 IL21R IL3RA INPP1 INTU KCNIP3 LACC1 LETMD1 LSM4 LSP1 LXN LYAR LYRM4 MAP1S MAP3K7 MAP7 MBNL3 MCM3 METTL23 MFAP3 MGA MID1 MREG MRPL44 MRPL45 MRPS30 MYO1G NAA16 NAA38 NCAPG2 NCAPH NCK2 NDE1 NDUFA13 NDUFAF7 NDUFB4 NELFA NEURL1B NFE2L2 NLRC5 NOCT NOD1 NPC1 NR2C2AP OCIAD1 OSR2 OVCA2 P2RX7 PADI2 PAPSS2 PCM1 PDS5A PFKFB3 PFN2 PHB2 PHLDA3 PINK1 PLEKHG1 PLEKHJ1 POLD1 PPM1H PPP4R3A PRCP PRKCD PRXL2C RAB19 RAB7A RALGAPB RBBP8 RBM42 RIOX2 RNF187 ROMO1 RPL26 RPL35 RPL39L RPS14 RPSA RSAD1 S1PR3 SARAF SAV1 SDCCAG8 SEC61B SEPSECS SHC1 SIGLEC10 SLC25A51 SLC7A1 SLC7A2 SMARCA4 SNHG6 SNRNP48 SOCS2 SPATA5L1 SPINT1 STAP2 STAR STAT4 SUPT5H SWAP70 TAP1 TEP1 TGM2 TJP2 TKT TMEM108 TMEM123 TMEM81 TNFAIP3 TNFAIP8 TNFRSF4 TOMM6 TSPOAP1 TTC4 UBASH3B UBE2M USP4 VCPIP1 WDHD1 XRCC1 ZC3H12D ZC3H8 ZDHHC3 ZMYND8 ZNF213 ZNF490 ZNF619 GSE8921_UNSTIM_VS_TLR1_2_STIM_MONOCYTE_12H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE8921_UNSTIM_VS_TLR1_2_STIM_MONOCYTE_12H_UP AAR2 AATF ABCA3 ABCC3 ABHD1 ACBD4 ACSL3 ADA ADCY3 ADIPOR2 ALDH16A1 AP1M1 ARRDC3 AS3MT ATP10D ATP6V0E1 ATP6V0E2 ATP8A1 B3GLCT BCL2L15 BMP2K BMPR1A C15orf61 C2orf73 C3orf70 C5AR1 CABS1 CACNG2 CCDC186 CCL24 CCNDBP1 CCRL2 CDKL2 CEBPD CERS5 CLASP2 CLEC16A CMC2 COL14A1 COL20A1 CTC1 CTNNBIP1 DACH1 DARS2 DEDD2 DENND2D DNAH8 DNMBP DOCK4 DUSP6 DYNLT1 DYNLT2B EPB42 EVA1A F2R FAM135A FAM234B FBP1 FBXL2 FCGRT FKBP9 FOXJ1 FRG1 FUCA2 FUOM GAS6 GCH1 GFRA4 GLO1 GLRX GLUL GPER1 GSPT2 GSS GSTA3 HDAC4 HDDC3 HEBP1 HSH2D HYI IFNAR2 IGSF8 IL1R1 INPP4B INPPL1 ITGA9 ITGB1BP1 ITPRIPL1 KCTD6 LAGE3 LEPROT LHFPL6 LONRF1 LRP1 LSM11 LZTFL1 MAF MAGED1 MAN2B1 MARCKS MBOAT7 MDH2 MEGF9 MMP12 MON2 NAPEPLD NATD1 NCF4 NDFIP2 NGRN NIPA1 NIPSNAP1 NNT NUDCD3 NUDT18 OSBPL2 OXNAD1 P2RY2 PAK1 PALS1 PDXDC1 PECR PEX11A PHYH PI4K2A PI4KB PIK3C2A PIK3CG PIM1 PLA2G7 PLAGL1 PLEKHH1 PLOD3 PLPPR4 PLS3 PPCDC QPCTL QSOX1 RAB34 RBM7 RCAN3 RCN3 RNF167 RNF32 RNF6 RPS9 SAT1 SCAMP5 SCEL SCOC SCYL2 SGSH SKIC3 SLC25A33 SLC28A2 SLC3A2 SLC4A7 SLC7A7 SLC9A9 SNAPC3 SNCA SNX13 SORT1 SPON1 SSBP2 STEAP4 STK35 SVIP TCEAL8 TENM4 TENT4A TEX35 TFRC TGDS THBS1 TIFA TIGD5 TIPARP TIRAP TLCD2 TLR6 TMCO6 TMEM248 TMOD4 TNFRSF14 TPD52L2 TRAPPC9 TRIM68 TTL UBE2E3 UBR3 UGT8 USP33 UTP4 VSTM4 WDR59 ZDHHC24 ZFP36L2 ZMAT4 ZNF43 GSE8921_UNSTIM_VS_TLR1_2_STIM_MONOCYTE_24H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE8921_UNSTIM_VS_TLR1_2_STIM_MONOCYTE_24H_DN ACOT8 ACTL9 ADAM9 ADORA2B AGPAT1 AKAP4 ALDH1A2 ALDH1B1 AMDHD2 AP2M1 AP2S1 AP3B1 APAF1 APBA3 APRT ART5 ASB8 ASCC1 ATP11A ATP1A1 CA4 CAMK2G CAPN5 CCDC115 CCL24 CCR5 CD300LF CD93 CDKN1A CFL1 CHMP1A CHP1 CIAO2A CKAP4 CKS1B COMTD1 COPS7B CORO1C CPSF4 CTBP1 CTDSPL CTSV CUEDC2 CYP2S1 DAPK1 DCTN2 DERA DIP2A DLAT DOK2 E2F7 EIF2B2 ELOVL5 EMILIN2 ENO1 EPS8 ERI1 EVA1B FAM20C FAM221B FAM241A FBH1 FCGR2B FGD6 FKBP1B FLOT2 GAK GALNT4 GATM GHDC GOLT1B GPR137 GPR160 GUSB H1-7 HDAC1 HJV HM13 HMGA1 HNRNPM HSD17B7 HTRA3 IBTK IER3 IKBKE IL15RA IL4R INTS3 ITGA5 JMJD8 KANK3 KAZALD1 KCNAB2 KLHDC4 KLHL25 LDHA LIFR LIPF LMOD1 LRP12 LSM12 LSR LXN LZTR1 MAFG MAN2B2 MAP1LC3A MAP2K4 MAPKAPK3 MAZ MCM10 MFAP3L MPO MRAS MRGPRG MRS2 MTR MVD NACC1 NDUFB7 NDUFB8 NEURL1B NHEJ1 NSMCE1 OR6A2 PAM PARVB PDHA1 PDIA4 PFKL PGAM1 PGAP3 PGLS PGM2 PIANP PLAUR PLIN2 PLLP PNISR PPIG PPIL1 PPME1 PPP1R21 PPP3R1 PRTN3 PSMD14 PTGES2 PTGIR RAMP3 RAPGEF5 RASSF8 RBM15B RNASE3 RNF157 RSL24D1 SEBOX SEC16B SEC63 SELE SEMA6B SERP1 SH3PXD2B SHTN1 SIDT2 SIRT2 SLC13A3 SLC1A5 SLC24A3 SLC2A9 SLC36A1 SLC39A7 SLC52A2 SNAI3-AS1 SNX12 SOCS6 SPP1 SPTBN1 SSH3 STAMBPL1 SYT5 TATDN2 TFEC TMEM165 TMEM183A TMEM63C TMEM87B TOLLIP TRIM46 TSPO TSSC4 UBL4A UBTD1 USH1C USP2 USP5 VPS4A WDR83 WFDC2 WFIKKN1 ZKSCAN3 GSE8921_UNSTIM_VS_TLR1_2_STIM_MONOCYTE_24H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE8921_UNSTIM_VS_TLR1_2_STIM_MONOCYTE_24H_UP ACER3 ADAM22 ADGRG6 AGRN AKT3 AQP9 ARPC5L ATP10D AVPI1 B2M B3GALNT1 BLVRB C1QA C1QB C1orf53 C3orf33 CALCRL CAMK1 CCDC107 CCDC12 CCNT2 CCR6 CCR7 CCR9 CD163 CD28 CD7 CD79A CD83 CD86 CDC14B CDC42EP2 CEP70 CFAP141 COL14A1 CR2 CREG1 CRIM1 CRLF3 CSAD CTNND2 CTSW CXCR5 DAPP1 DCP2 DGUOK DHX57 DIPK2A DOK1 DTX3L EBF1 EEF1A2 EEF2K ELP3 ENSG00000267882 EPB41L3 ERMARD ERMP1 ETNK1 ETV5 EVI2B EVL FAM13B FBRSL1 FBXL4 FCRL1 FCRLA FGD3 FKBP9 FOXP1 FRMD4B FTX FUT4 FYB1 FYCO1 GBP2 GDPD1 GIMAP1 GIMAP8 GNAQ GPM6B GTF2H2 GTF2IRD1 HCK HLCS HMG20A HNRNPH3 HPGDS ICAM2 IGF1 IGHM IGKC IKZF2 IL15 IL1B IL5RA IRF9 IRGM ISG15 ISG20 ITGAL IVD KAT6A KCTD6 KLRC1 KYNU LETM2 LPIN1 LPIN2 LRP6 MAP3K5 MAPK8 MARF1 MCCC1 MCCC2 MEF2A MEIS1 MIA2 MRPL16 MYCL NAT8L NATD1 NBR1 PAK1 PARP6 PATJ PGLYRP2 PIK3AP1 PLA2G2D PLPP1 POGK POGLUT3 POM121 POU6F1 PPARG PPFIBP2 PPP1R12B PPP1R14A PROCR PRPS2 PRXL2B PSME2 PTGIS PTPRC PWWP2A RAB19 RAB30 RABEP2 RALGPS2 RAMP1 RAP1GDS1 RAPGEF1 RASA3 RASGRP3 RBAK RBBP7 RELB RGS1 RMND1 RNF114 RPL17 RPL18 RUVBL1 RYR3 SBK1 SCD SCPEP1 SELENOM SFT2D1 SKIC3 SLC22A23 SPIRE1 SRSF5 ST6GALNAC2 ST8SIA1 STAB2 SUGP2 TAGAP TBC1D9 TCEA1 TGIF1 TMCC3 TMEM65 TRIM7 TSLP TSPAN33 TUBB2B TXLNG UBE2E2 UBQLN1 UNC13B USP10 USP11 USP18 VAV2 VSTM4 WIPF1 YTHDF2 ZNF619 GSE8921_UNSTIM_VS_TLR1_2_STIM_MONOCYTE_3H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE8921_UNSTIM_VS_TLR1_2_STIM_MONOCYTE_3H_DN ABI3 ACADS ACOX1 ACSBG1 ACVR2A ADAMTSL4 AEBP2 AKAP12 AKIRIN1 ALDOC ALG5 ALPK2 AMDHD2 ANAPC4 ANKIB1 ANXA4 AP3D1 APLP2 APPL2 ARAP1 ARHGAP45 ARL4C ARMCX4 ARPC1A ASL ATG2B ATP6V0D2 ATP6V1E1 ATRNL1 B3GNT2 BBS12 BCL2L15 BMP1 BORCS5 BTBD7 C15orf48 C21orf62 CCDC181 CCDC88C CCN1 CCNL2 CDS2 CERS4 CHMP5 CHST12 CLOCK CNDP2 COASY CPLANE1 CREG2 CRTC3 CSF1 CYB5A CYP4F12 DDI2 DDR1 DIPK2A DNAJB2 DNAJB5 ELOVL6 EPM2AIP1 FAM217A FAM234A FAM91A1 FCHSD2 FLNA FURIN G2E3 GABBR1 GOLM1 GPR155 HDAC4 HDAC5 HSD17B10 IDS IFT43 IGFBP4 IL12RB1 IL4R IQGAP2 IRF2BPL IST1 ITGB7 ITPK1 JTB JUN KDELR3 KHNYN KIF3A LAMP1 LAT2 LCN12 LDHD LPXN MAPK11 MAPK3 MAPK9 MARCHF2 MBD2 MDP1 MFHAS1 MFSD2A MOB3B MROH1 MTMR12 MTSS1 MXI1 NAA16 NABP1 NAGA NAPEPLD NCMAP NDRG3 NDST2 NFATC2 NGRN NOB1 NUDT9 NXPE3 PARD6B PCMTD2 PDPN PFKFB3 PGAM1 PIK3CG PJA1 PKD1 PLCB3 PLCG1 PML PPFIBP1 PRDM10 PRDX5 PRNP PYGB PYGO2 R3HCC1L RAB18 RAPH1 RBMS2 REXO4 RFXAP RHOC RINL RIPOR2 RNF11 RNF181 RNF214 RNH1 RPS7 SARS2 SBNO2 SEMA6D SH2B1 SIRT7 SLC25A19 SLC25A24 SLC41A2 SLC4A2 SLC9A1 SNHG8 SORBS3 SRI SSBP4 STARD10 STN1 STX7 SUCLG1 SYNRG SYS1 TCP11L2 TECPR1 TGFB3 TIAM1 TINF2 TMEM176B TMEM35B TMEM74B TNFRSF25 TNIP2 TRIP4 TSPAN13 TSPAN14 TSR3 TWF2 UBE2A UFL1 UIMC1 UPF2 VPS28 WDR81 WNT5B WWP2 XPNPEP1 ZAP70 ZC3H12D ZDHHC24 ZNF565 ZNF579 ZNF652 GSE8921_UNSTIM_VS_TLR1_2_STIM_MONOCYTE_3H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE8921_UNSTIM_VS_TLR1_2_STIM_MONOCYTE_3H_UP ABLIM3 ADAMTS6 ADGRE5 AGR3 ALDH4A1 ANKRD17 ANKRD44 ARL6IP1 ATP13A4 ATP1A2 ATP8A1 B3GAT2 BCKDHB BMI1 BTG3 BUB3 C12orf75 C16orf74 C3orf80 CACNA1G CBX5 CCDC158 CCND2 CD300LB CD96 CDC20 CDC45 CDSN CENPE CENPK CHAF1B CHCHD10 CKAP2L CLCNKB CLDN16 CLRN3 CLXN CNIH4 CNTN4 CNTNAP1 COQ6 CUL2 CZIB DCLK2 DDX51 DDX56 DHFR DIS3 DNMT1 DRC1 DTYMK DUSP12 DUT EIF3I EIF3L ELF5 ENO3 EPB41L4A EPHX1 ERAP1 ERCC6L FAM110C FAM111A FAM204A FASTKD5 FFAR4 FLYWCH2 FUT9 GEMIN6 GFI1B GLE1 GTF3C5 HAUS3 HBG2 HCAR1 HDAC1 HELLS HMCES HNRNPA3 HNRNPAB HPF1 HS6ST3 HSD11B1 HSPBP1 IFI44L IFIH1 IFITM2 IFNG IMPA1 INPP1 IQCA1 KAZN KDR KIF2C KIFC1 LAP3 LCN9 LGALS7 LGALS9B LIN28B LIPF LPIN2 LRPPRC LTV1 LYAR MBNL1 MEIOC MELK MEMO1 MICU2 MLLT1 MRPL39 MTFP1 MTM1 MYCBP2 MYL4 MYO1E MZB1 NANS NCAPD2 NCAPG NDUFS7 NEK2 NEK8 NINJ1 NMI NOP10 NOP16 NPM3 NPTX1 NR1H4 NUP155 NUP160 NUP43 NUP85 OIP5 OOEP OPCML PARP8 PDE7A PDSS2 PDZRN3 PENK PLA2G4F POLE4 PRSS36 PUS10 PYCARD RAB11FIP4 RAB3IP RAD51AP1 RAD54B RAD54L RBBP7 RECQL4 RESP18 REXO5 RMDN3 RPS6KL1 RTEL1 SAMD9L SAT2 SCIN SET SETDB2 SLC23A3 SLC25A3 SLC35C2 SLC39A3 SLC43A1 SLC43A3 SLC9A5 SLIRP SMARCB1 SRFBP1 STBD1 STC1 SYTL4 TAMALIN TBC1D4 TBC1D7 TEDC1 TGIF2 TIMM8B TK1 TMCC3 TMEM243 TMEM39A TNFSF10 USP39 VRK2 VWA3B WDHD1 WDR76 WNT9B YWHAB ZCRB1 ZEB2 ZZZ3 GSE8921_UNSTIM_VS_TLR1_2_STIM_MONOCYTE_6H_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE8921_UNSTIM_VS_TLR1_2_STIM_MONOCYTE_6H_DN ABCB1 ABHD16A ACOT11 ACOXL ACSL5 ADAM8 ADM AKAP14 ANAPC15 APLP1 ARNT2 ATP5MK AURKAIP1 B3GNTL1 B4GALT5 BCKDK BCL6 BHMT2 BPIFA1 BUB1 C15orf48 C19orf25 C8G CACNB4 CARD10 CCDC34 CCP110 CCR5 CD160 CD6 CDC42EP3 CDH2 CDK2AP1 CDK5 CDKN1A CEBPZOS CEMIP2 CENPH CEP126 CEP170B CFB CHRNE CHSY1 CHURC1 CKS2 CNTN2 COASY COL4A4 CROCC CTNNA1 CXCL10 CYLD DBI DEK DHX8 DIAPH3 DLAT DLGAP5 DOC2A DPAGT1 EBI3 EIF2AK3 EME1 ENDOD1 ENKD1 EXOSC9 FAM110D FAM111A FAM72A FBXW4 FGR GAS2L1 GCG GCH1 GGT1 GINS4 GLRX GNA15 GNPDA1 GNPTG GPR68 GRP HDLBP HELLS HMMR IFNG IGSF9B IL12RB1 IL13RA1 IL18R1 ILDR1 INIP IRAK1BP1 ITGB7 KCNK6 KIAA0753 KIAA1958 KIFAP3 KLRC1 KLRG1 KNSTRN KPNA2 LAMC2 LANCL3 LRRN4 MACIR MAGOHB MAP7D1 MAPRE2 MASTL MCM3 METTL24 MFSD10 MICU2 MLKL MMP14 MOGS MYBPC2 N4BP3 NAB1 NABP1 NANS NPNT NSD2 NUF2 NXN ORAI3 OXCT2 PADI2 PAG1 PARP9 PAX7 PDCD1 PEDS1 PGGHG PGLYRP2 PLAAT3 PLCD1 PLK3 PNP PPM1J PRC1 PRELID3B PTPN13 RAB20 RAB5A RAD51AP1 RAD51C RASGEF1A RBBP8 RBL1 RBM47 RBMS2 RIGI RNF135 RNF152 RNLS RP1 RPA3 RRM1 RTCA S100A14 SBSPON SCAMP2 SELENOH SERPINA12 SGO2 SKA1 SKA3 SLC25A19 SLC2A12 SLC4A11 SMAD3 SMCO1 SMIM3 SMTNL1 SORL1 SOX3 SPATA2 STMN2 TAPBP TBKBP1 TBX21 TDGF1 TDRD7 TK1 TKTL1 TMA7 TMBIM1 TMIGD1 TNK2 TRPM4 UAP1L1 UBE2L3 UBE2V1 VAMP5 VGLL3 WRN ZCCHC17 ZNF679 GSE8921_UNSTIM_VS_TLR1_2_STIM_MONOCYTE_6H_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE8921_UNSTIM_VS_TLR1_2_STIM_MONOCYTE_6H_UP ABCG2 ABHD14A ACADM ACTN1 ADCK5 ADH1C ADIPOQ AGO1 ALDH2 ANKRD13C ARHGEF11 ARRDC3 ASGR1 ATF7IP ATP1B3 ATP5PO ATP6V0D2 BBS9 BCL2 BEND6 BRAF BTBD7 C2orf42 CACNA2D4 CCDC125 CCNQ CCS CD28 CEBPZ CHD2 CITED2 CNKSR3 CPB1 CPQ CREBL2 CRISPLD1 CSNK1E CTDSP2 CYP2D6 CYTH2 DAG1 DAPL1 DLEU7 DNAJB4 DNTT DYRK2 EIF1 EMP1 EPHX1 EXPH5 EXTL2 F2 F2RL1 FAM168A FAM3C FAM78A FBXL3 FGD3 FITM2 FRMD6 GCKR GFOD2 GGT7 GLUL GOLM2 GPD1L GUCY1A1 HEXIM1 HIBADH HIVEP3 HNRNPK HSD17B11 IGF1R IGF2BP3 IL7R INSR INTS6 IPO4 ITM2A IZUMO1R JADE1 KDM5B KIAA0930 KLHDC2 KRT86 LCLAT1 LDLRAD4 LDLRAP1 LMO4 LPCAT4 LPL LYPD1 LYPD6B MAN1A1 MCMBP MCOLN3 METTL2B MFHAS1 MLH3 MORN3 MRPL23 MSRB2 NDRG2 NGRN NOB1 NR2C1 NT5C NTN4 OAZ2 ORAI2 OSBPL9 OSMR OTUB2 P4HA1 PAF1 PDLIM1 PGAP1 PIK3CD PIK3IP1 PJA1 PLAGL1 POLR3F PPDPF PPP1R1B PRKAG1 PRKD2 PRODH PTK2 QPRT RALGPS2 RAPGEF4 RASSF8 RC3H1 RDH14 RHOH RNF182 RPL22L1 S1PR1 SARAF SATB1 SCAF4 SENP7 SETX SKAP1 SKOR1 SLAMF6 SLC23A3 SLC25A27 SLC35D1 SLC36A4 SLC3A1 SLC7A8 SMARCA2 SMC4 SNX4 SPACA1 SPACA7 SPOCK2 SPRY1 SSH2 STT3B STX1A SUSD1 SUSD4 SYCP2L TECPR1 TEX10 THRAP3 TMEM106B TMEM108 TMEM158 TMEM31 TMEM71 TMLHE TOP2B TP53 TRAT1 TRIB2 TRIML1 TSACC TSC1 TSC22D1 TSPYL5 TSSK4 UBE3D URI1 USP2 USP28 VIPR1 VKORC1 VMAC WASHC4 WDFY3 ZBTB10 ZIC4 ZNF202 ZNF22 ZNF250 ZNF592 ZNF623 GSE9006_1MONTH_VS_4MONTH_POST_TYPE_1_DIABETES_DX_PBMC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9006_1MONTH_VS_4MONTH_POST_TYPE_1_DIABETES_DX_PBMC_DN ABCC2 ADAMTSL2 AGXT AK2 APOO AQP5 ARFRP1 ARNT ASB4 ATP6V0E1 B3GNT2 BAIAP2 BET1 BGLAP BHLHE41 C4BPA CA4 CACNA1D CD58 CD72 CDH15 CDK20 CELSR3 CFAP43 CHRNA3 CKLF CLCN4 CLDN17 CLDN3 CNIH1 COL2A1 COL5A3 COX6A1 COX7B CPA4 CPLX2 CRHR1 CSN2 CT55 CYP2B6 DCLK1 DCTN1 DENND2B DNAJB4 DR1 DRC3 EDN1 EIF4E ENTPD7 EPHA1 EPHA3 ERI3 ETNK1 EXD2 F10 FAM114A2 FAP FCMR FERMT2 FGF22 FOXN3-AS2 FZR1 GABRA2 GART GHRH GKN1 GOLIM4 GOLPH3L GPR132 GPRIN2 GSTO1 GUCY1A2 GUCY2D GUCY2F H2BC15 HAND1 HAPLN1 HS3ST3B1 HSP90B1 HYAL2 IGKC IGKV1D-13 IL1R1 INHA ITGB1BP2 JMJD4 KCNJ10 KCNJ5 KDM4A KLHDC8A KLRC4 KRT17 KRT23 KRT34 LEPROTL1 LFNG LINC02249 LMAN1L LRRN2 LSM1 LY6G6D MATN1 MBD5 MBNL3 MBTPS2 MCTP2 MDM4 MEF2A MGAT5 MMP1 MTMR6 NAV2 NDUFA2 NDUFA3 NEDD8 NEUROG2 NPBWR2 NR1I3 NRIP2 NTRK3 NUMB OBSCN OR12D3 OR7A17 OSBPL10 P2RY4 PAX8 PCLO PCSK2 PGBD5 PLEKHA4 POMP POP1 PPP4R3A PPP5C PRKAA2 PRODHLP PRSS50 PSMF1 PTEN PTMS RAB30 RAB3A RABIF RAMP1 RCC1 RECK RENBP RGS16 RHBDD3 RHD RHOA S1PR1 SERPINF2 SFPQ SH3GL3 SHOX SIAH1 SLC17A4 SLC24A2 SLC2A2 SLC66A3 SLC7A2 SP1 SPRR2B SRRD STAM2 SUMO3 TFCP2 TFF1 TGM3 TJP3 TMED7 TMOD1 TMPRSS2 TPO TPT1P8 TRIM45 TRMT13 TRPC3 TSG101 TSNAX TUBA4B UBA52 UPB1 USP27X ZBED2 ZKSCAN8 ZNF157 ZNF221 ZNF230 ZNF507 ZNF550 ZNF586 ZNF764 ZNF816 GSE9006_1MONTH_VS_4MONTH_POST_TYPE_1_DIABETES_DX_PBMC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9006_1MONTH_VS_4MONTH_POST_TYPE_1_DIABETES_DX_PBMC_UP AATF ABCB11 ACOT9 ADCK2 ADGRA2 ADM AEN ALOX5 ANXA3 AQP9 ARHGAP26 ARHGEF16 ASPM ATF4 ATG2A B3GNT4 BCL2A1 BCL6 BMP2 CAMK2N1 CAPN3 CARS2 CBX6 CCNJ CD2BP2 CD83 CEACAM8 CHAF1A COL8A2 COX16 CPPED1 CREM CRYBG3 CTAGE1 CTRL CTSZ CXCL1 CYP3A7 DEFB1 DHCR24 DIP2A DLX6 DNAJC1 DNAJC2 DOCK2 DOCK5 EFCAB11 EGLN3 EMILIN2 ENC1 ENSG00000237250 EYA1 FAM13A FIG4 FLRT3 FPR1 FUT4 GCNT4 GMDS GNAQ GNG10 GNG12 GPC5 GPR12 GPR137B GRAMD1B GRAMD4 GUCY1A1 HERC2P3 HIC2 HK3 HLX ICAM4 IER3 IFI30 IFIT3 IL1R2 IL33 IMPDH1 INPP5A IRF1 KAZALD1 KBTBD11 KIAA0232 KIR3DX1 KITLG KLF4 KLHL36 KPTN LDLR LETM1 LIN7A LINC01558 LINC02981 LRRFIP2 LUM MAF MAFF MAGEB3 MAP3K20 MCUR1 MGAM MIR22HG MME MMP8 MNT MRAS MTARC2 MTF1 MUC7 MYBBP1A MYL5 NAA11 NADSYN1 NAMPT NECTIN3 NFKBIA NFKBIE NID2 NLRP3 NOC2L NPC2 NUFIP1 NUP93 OBSL1 OR3A1 OR7E24 P2RY2 PABPC1 PCSK1 PDCD1LG2 PIGT PIM1 PIWIL1 PLPPR4 PLXNC1 PRKD1 PTP4A1 PTX3 PYGL R3HCC1 RAP2C RASSF9 RBMS1 RFX4 RPL37A RXRA S100P SAT1 SCCPDH SCD5 SCO2 SERPINA1 SGK1 SLC19A1 SLC22A4 SLC30A9 SLC39A9 SMURF1 SNORA21 SPRED2 SPTLC2 SRGAP2 STX4 SUSD5 SYCP1 TALDO1 TAS2R4 TAX1BP3 TBC1D17 TCIRG1 TENT5A TEX2 TFRC TIAL1 TLR1 TMEM254 TMEM255A TNF TNFAIP6 TNFRSF8 TNNI2 TPMT TRDN TRIB1 TRIL TRIM29 TSPAN9 TULP2 TYR UPP1 USP13 VNN2 WWP2 ZBP1 ZNF280B ZNF287 ZNF394 GSE9006_HEALTHY_VS_TYPE_1_DIABETES_PBMC_1MONTH_POST_DX_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9006_HEALTHY_VS_TYPE_1_DIABETES_PBMC_1MONTH_POST_DX_DN ABCC10 ACTN2 ADGRA2 ADSL ALLC ALX1 ANKZF1 AQP6 ATAT1 ATXN3L B4GALT4 B4GALT7 BACE1 BBC3 BICD1 BOLA1 BRD7P3 BTN2A1 BTNL3 C11orf16 C11orf24 C1orf105 C2orf83 C3orf18 CASR CBFA2T2 CBY1 CCDC51 CCDC93 CCR1 CCR7 CD248 CD82 CDKN2C CENPI CHTOP CIITA CLASRP CNTNAP1 COA4 CPN2 CRYGD CSRNP2 CXCL13 CYP2A13 CYP4F12 CYREN DARS2 DDX6 DGCR11 DHX32 DIS3 DLX2 DNAJC28 DNMBP DSCAM DST EEF2KMT EGR2 EGR3 EIF5B EPOR ERF EXD2 F2 FABP1 FAM111A FAM171A1 FEV FGA FMO6P FUT7 GFOD2 GIMAP5 GMFG GOLGA2P5 GTF3C2 GULP1 H2BC13 HDAC7 HIVEP2 HLA-DRB4 HMBS HPCA HSPA1L HSPB7 HTR1D IL11 IL16 ING4 INPP5E JAKMIP2 KCNMA1 KEL KLF7 KLHL22 KLHL26 KPTN KRT4 LAMB4 LBHD1 LENEP LINC00652 LIPE LRRC75B LRRC8E MAP3K19 MAP3K20 MIR622 MLYCD MRPL17 MTHFS MUS81 MYL10 NALF2 NCKAP1L NFIC NOL6 NOMO3 NOP10 NOP2 PCBP4 PCDH7 PCSK2 PDPK1 PEX5L PIP5K1A PIWIL1 PLCG1 PLEKHA1 PNPLA4 POU3F1 PRB3 PRB4 PRELID3A PRSS53 PUS3 RABEPK RABIF RALGPS1 RBMX2 REG1CP REXO2 RGS5 RNF113A RNF167 RNF25 ROBO3 RPGR RPS16 RTP4 RUFY3 RXRA SEMA6C SEPTIN9 SH2D3C SIT1 SKP2 SLC12A5 SLC19A1 SLC39A1 SMCP SNPH SNX19 SPSB1 SRPK2 SUOX TAFAZZIN TCTN1 TEK TFG TGFB3 TIGD6 TIMM8A TIMM8B TMEM104 TMEM223 TNFSF18 TRAF3 TRIM2 TRIM62 TSPAN32 UBAP1 VPS52 WDR5B WFDC1 YIF1B ZBTB40 ZKSCAN3 ZNF223 ZNF37BP ZNF629 ZNF654 ZNF692 ZNF778 ZSCAN5A GSE9006_HEALTHY_VS_TYPE_1_DIABETES_PBMC_1MONTH_POST_DX_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9006_HEALTHY_VS_TYPE_1_DIABETES_PBMC_1MONTH_POST_DX_UP AAMP AATF ACO2 ACTG1 ACTR2 ADAM10 ADNP2 AGPS AHCY ALDOA ANP32A ANXA5 ARL6IP1 ARPC4 ASCL2 ATMIN ATP5F1B AZIN1 BAG1 BCAP31 BLK BMPR2 BNIP2 BTBD1 C8orf33 CANX CD69 CHEK2 CLN8 CLP1 COPA COPS7B CORO1C CPNE3 CPSF6 CSDE1 CSNK1G3 CXCL5 CYBB DAZAP2 DDIT4 DDX3X DDX49 DNAJA2 DNAJB14 DPYSL2 DR1 DUSP10 DUSP5 ECSIT EIF1AX EIF3I EIF4G3 ENSA EPRS1 EZR FAM13A FARSA FLI1 FOXK2 G3BP2 GALNT1 GALNT12 GDI2 GLUD1 GLUD2 GPAA1 GPI GSR H3-4 HADHA HIF1A HMGB1 HNRNPA1 HNRNPA3 HNRNPD HNRNPH2 HNRNPM HNRNPR HNRNPU HSP90B1 HSPA5 HSPA9 IDS IER5 ILVBL INPP5D ITGB3 JUN JUNB KCTD3 KDELR2 KLF10 KPNA5 KPNB1 LAPTM5 LRIG2 LSM12 LSM14A LYPLA1 MAP2K1 MAPK1IP1L MAPRE1 MATR3 MBD2 MDM4 MKRN1 MRPL12 MRPS10 MSN MTHFD1 NADSYN1 NAPG NCBP3 NDUFV1 NKAPD1 NNT NPTN NRAS NUS1P3 ODF2 ORAI2 OSTF1 PABPC4 PAK2 PCBP2 PCNP PDIA3 PDIA4 PDZK1IP1 PIK3R1 PKN1 POTEKP PPP1CB PPP3CB PRIM2 PRKAA1 PRKDC PSMC3 PSMD2 PSPN PTBP3 PTP4A2 QKI RAB40B RBBP4 RBM3 RBM39 RNF11 RNF38 RNPS1 RPN1 RTN3 SAFB SAFB2 SART1 SEC31A SFN SFPQ SIDT1 SIK1 SLC35A2 SLC35A3 SLC39A7 SMARCA2 SNTB2 SNX6 SOX4 SPCS3 SRRT SRSF9 STAU1 STK17B STT3A STX8 SUMO3 SYNE2 TAP2 TENT5C TMED2 TMEM248 TMEM9B TMOD3 TOB1 TOMM22 TPST2 TRAM1 TRIM16 TXNIP UGCG UQCRC1 URI1 WDR18 WTAP XAB2 XRCC6 YBX3 YWHAZ ZNF394 ZNF551 GSE9006_HEALTHY_VS_TYPE_1_DIABETES_PBMC_4MONTH_POST_DX_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9006_HEALTHY_VS_TYPE_1_DIABETES_PBMC_4MONTH_POST_DX_DN ABHD6 ACSM5 ACTN2 ADGRA2 ALKBH1 AOC3 AQP6 ARHGAP25 ARHGAP35 ARHGEF5 ATXN3L BBC3 BET1 BICD1 BOLA1 BTN2A1 CACNG4 CBFA2T2 CBY1 CCDC51 CCR3 CD248 CD52 CDC123 CDH11 CDKN2C CDX2 CELSR3 CHPF CHTOP CKAP5 COMMD3 COQ6 CRIPT CRYGB CSRNP2 CTF1 CYP4F12 CYREN CZIB DARS2 DDX17 DDX6 DENND2D DHX32 DLX2 DMWD DNAJA3 DNAL4 DPF1 DST DYNLRB1 DZANK1 EFNA3 EGR2 EPOR ERF EXD2 FAM234B FAM50B FERMT1 FEV FOXO4 FXYD3 GEMIN6 GLS GPR171 GPR182 GPR52 H4C3 HDAC11 HECTD4 HINFP HLA-DRB4 HOXA2 HPCA ID3 IGHG1 IL11 IL23A ING4 INO80B ITFG2 JAKMIP2 KCNG1 KIFBP KLHL22 KRT4 KRTAP1-3 LAMB4 LARGE1 LIPE LLGL1 LRRC20 LRRC75B MAP3K20 MED20 MFAP1 MFAP3 MLYCD MMACHC MRPL17 MRPL35 MTERF3 MTHFS MUS81 N4BP1 NALF2 NCKAP1L NDUFA3 NIF3L1 NOMO3 NOP10 NOP2 ORMDL2 PAX8 PEX12 PGM3 PIP5K1A PLEKHA1 PLEKHA4 PNP PNPLA4 POGLUT1 POLR3K POU3F1 PPME1 PPP2R5B PPT2 PRB1 PRB4 PRELID3A PTPN21 PTRH2 PUS3 PYY2 RABEPK RABIF RALGPS1 RNF167 RNF34 RPA3 RPGR RPP38 RPS16 RRAGA RTP4 SDF2 SDHAF1 SEMA6C SIT1 SLC39A1 SNX1 SNX19 SOHLH2 SPRR2B SPSB1 SRPK2 SSBP2 STAM2 SYNRG TAF5L TAPT1 TEK TGFB3 TIMM8B TM6SF2 TMEM177 TMEM223 TRIM27 TUBAL3 TWNK UBA52 UGT2B15 UMPS UTP25 VPS52 WDR3 WDR5B WFDC1 YIF1B ZBTB3 ZIC1 ZKSCAN3 ZKSCAN4 ZMYM6 ZNF133 ZNF174 ZNF189 ZNF223 ZNF230 ZNF232 ZNF419 ZNF646 ZNF764 ZSCAN26 ZSCAN32 GSE9006_HEALTHY_VS_TYPE_1_DIABETES_PBMC_4MONTH_POST_DX_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9006_HEALTHY_VS_TYPE_1_DIABETES_PBMC_4MONTH_POST_DX_UP AAMP AATF ACTG1 ACTR2 ADAM9 ADNP2 AGPS AHCY AKIRIN1 ALDOA ANXA5 ARHGAP26 ASCL2 ASMTL ATF3 ATF4 ATMIN ATP1B3 AZIN1 BHLHE40 BNIP2 BTBD1 C8orf33 CARF CD69 CHFR CIRBP CKAP4 CLP1 COPA COPS7B COTL1 CPNE3 CPSF6 CREM CTSB CXCL5 CXCR4 CYBB DAZAP2 DDIT4 DDX21 DDX3X DNAJA2 DOCK2 DPYSL2 DUSP10 DUSP5 DUT ECPAS ECSIT EIF4G3 EIF4H EPS15 FAM53C FEM1B FLI1 G0S2 G3BP2 GADD45B GBAP1 GLUD1 GLUD2 GLUL GNAI3 GPI HADHA HAUS3 HIF1A HMGB1 HNRNPA1 HNRNPA3 HNRNPD HNRNPH2 HNRNPM HNRNPU HSPA9 IER5 ILKAP ILVBL IRF1 JUN JUNB KIAA0930 KLF10 KLF11 KLF9 KPNB1 LAP3 LAPTM5 LSM12 LYPLA1 MAFF MAPK1IP1L MAPRE1 MARCKS MBD2 MFSD1 MKRN1 MSN MTMR12 MVP NADSYN1 NAPG NDUFV1 NFKB2 NFKBIA NFKBIE NKAPD1 NPTN NR4A2 NRIP1 NUP93 ODF2 OLA1 OSTF1 PABPC1 PABPC4 PAK2 PCBP2 PDCD1LG2 PDIA3 PDIA4 PIGA PIGT PIK3R1 PKN1 PLIN3 PPFIA1 PPP1CB PPP2R5E PRMT7 PSMD2 PTEN PTGES3 PTP4A1 QKI RAB5B RAP2C RBM3 REEP4 RETREG2 RIOK3 RNASEH1 RNF11 RNF19B RNF38 RPN1 RRAGD RTN3 SAFB SAFB2 SART1 SCO2 SCPEP1 SEC31A SEC63 SF3A1 SFN SFPQ SIK1 SIL1 SLC2A3 SNF8 SNX6 SPCS3 SRRM1 SRSF9 STK17B STRAP SUCLG2 SUMO3 TAOK3 TAP2 TERF2IP TESK2 TMED2 TNFAIP3 TOB1 TOM1 TOR3A TPD52L2 TPST2 TSC22D3 TSR3 TUBA3D TWF1 TYMP UAP1 UBAC1 UQCRC1 USP7 VDAC1 WTAP XRCC6 YBX3 YPEL5 YWHAZ ZNF394 ZNF551 GSE9006_HEALTHY_VS_TYPE_1_DIABETES_PBMC_AT_DX_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9006_HEALTHY_VS_TYPE_1_DIABETES_PBMC_AT_DX_DN ABCA1 ACKR4 ACSL1 ADAM19 ADGRE3 ADGRG3 ADO AKTIP ALPL AQP9 ARHGDIG ASPM AURKA BASP1 BHLHE41 BICDL1 BLM BSCL2 BTG2 BTN2A1 C3AR1 CCDC106 CCL2 CCNA2 CCNB2 CCR1 CCR7 CCRL2 CDC20 CDH17 CDK14 CDK9 CEACAM4 CELSR1 CHM CHTOP CISH CKAP2 COCH COL9A3 CORO1A CPT1A CR2 CRYBB2 CSNK1D CWC25 CXCL1 CXCL2 CXCL8 CXCR1 CXCR2 CYP4F3 DBR1 DHX32 DNAAF5 DNAJC11 DUSP6 EGLN1 EGR1 EGR2 EGR3 EHD1 ELF1 ELL2 EREG EZH2 F2RL1 FAM30A FFAR2 FOLR3 FOSB FOSL1 FPR2 FRAT2 G0S2 GAR1 GIGYF2 GUSBP11 HBB HCAR3 HEPH HLA-DRB4 HLX IER2 IGF2R IGKC IGLJ3 IGLL3P IGLV1-44 IGLV3-19 IL1B IL1R2 INPP5D IQCE IRF4 IVNS1ABP KCNJ15 KIAA0040 KIAA0319 KRT23 LAMB4 LCMT2 LDB1 LIG1 LIMK2 LMTK2 MAFB MAGEA6 MANSC1 MAP3K20 MAU2 MCL1 MCM3 MCRS1 MEFV MGAM MKLN1 MME MRAS MYC MYNN MZB1 NAMPT NAP1L2 NCAPG NCF4 NDEL1 NFYA NRBF2 NUTF2 OLFM4 OSBPL2 OSTF1 PADI2 PARM1 PCBP4 PDCD6 PDCL PDK4 PI3 PIK3CB PIM1 PNP POLR1G PPP1R10 PSG2 PTGS2 PTPN21 PTPRE PYCR3 RCL1 RGCC RGS2 RRAGA S100A8 S100P S1PR1 SELL SEMA4D SERPINB2 SGK1 SLC19A1 SLC25A20 SLPI SNX19 SOCS3 SOHLH2 SPAG8 SPATA2L ST14 ST8SIA4 STAG3L4 STEAP4 SVIL TBC1D9 THBD THRAP3 TLR1 TLR6 TMEM185B TNFAIP6 TNFRSF10C TRAF3 TREM1 TREML2 TRIB1 UBAP1 USP20 VNN3P WDR3 WIPI2 ZFP30 ZFP36 ZFTA ZHX2 ZNF133 ZNF155 ZNF654 GSE9006_HEALTHY_VS_TYPE_1_DIABETES_PBMC_AT_DX_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9006_HEALTHY_VS_TYPE_1_DIABETES_PBMC_AT_DX_UP ABCB7 AHCYL1 AKR7A2 ALDH6A1 ALOX12 ANXA4 AP1S2 ARHGAP6 ARHGEF10L ARL6IP5 ASAP2 ASL ASXL2 ATF4 ATMIN ATP5F1C ATP5MG ATP5PO AUTS2 BIN2 BTF3 BTF3P12 C1orf54 C3 CALCOCO2 CAST CD99 CELF2 CFLAR CHMP4A CLNS1A CLPB CLU CMC4 CNOT7 COLQ COPA COPS2 COX5A COX7A2 CPNE3 CRYL1 CTSK CTTN DAB2 DLG1 DMAC2L DNM1L DPP8 EFHC2 EIF3E ENDOD1 ERVMER34-1 F13A1 FHL1 GDI2 GLG1 GMPS GNAZ GNG11 GUCY1A1 GUCY1B1 HEBP1 HGD HIGD1A HLA-DQB1 HMGXB4 HTATIP2 IFI27 IFI44L IGF2BP3 IGFBP7 IK IL12RB2 IL1A IQCG ITGA2B ITGB5 JTB KCMF1 KIAA0319L KIF11 KLC1 KYAT3 LAP3 LEPROT LPP LY6H LY86 MAPKAPK5 MCCC1 MCTS1 MCUR1 ME2 MFAP3L MGLL MMD MRPS10 MRPS15 MSH3 MT1X MTARC2 MXI1 MYG1 MYH6 MYL9 MYLK NACA NCAM1 NCOA2 NDRG2 NDUFA9 NDUFB5 NDUFS4 NENF NREP NRGN OLA1 OXA1L P2RX7 PABPC1 PARL PBX3 PDGFA PEX26 PF4 PFDN5 PGRMC1 PLPBP PPBP PRKAR2B PROS1 PSMA1 PSMA6 PSMD2 PSME1 PSTPIP2 PTER PTGIR PTGS1 PTP4A2 RAB9A RBBP6 REPS1 RFTN1 RNASEH1 RNF115 RO60 RRAGC RWDD1 S100A10 SCAF4 SEPTIN2 SERINC3 SERP1 SERTAD2 SFXN1 SKAP2 SLC25A5 SMAD1 SMAD2 SMAD7 SMG1 SNX4 SNX6 SOX4 STX8 STYXL1 SUCLG1 SUMO3 TAOK3 TAP2 TAX1BP1 TDRD3 TENT5A TEP1 TMEM8B TMEM97 TNIK TPM1 TRIAP1 TUBB1 UBE2D2 UBE2L3 UCHL3 UGP2 UQCRB UQCRC2 VCL XAF1 XK YARS1 ZBTB16 ZBTB20 ZMAT3 ZNF185 ZNF277 ZNF91 GSE9006_HEALTHY_VS_TYPE_2_DIABETES_PBMC_AT_DX_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9006_HEALTHY_VS_TYPE_2_DIABETES_PBMC_AT_DX_DN ABHD5 ACSL1 ADAMTS1 ADO AFTPH AGGF1 AHSP ALOX5AP ALX1 ANAPC13 ANKRD12 AP3B1 ARPC2 ASH1L ATG10 ATP6V1E1 B4GALT5 BBC3 BMX BTG2 BTN1A1 BTN2A1 C3AR1 CACNB2 CAMK2A CCL8 CCNJL CCR1 CD53 CDC123 CDC40 CDH10 CDH17 CDKL3 CEMIP CFHR4 CHTOP CLTC CNGA1 COA3 COCH COG2 CPS1 CRYBG1 CSTF1 CSTPP1 CXCL1 CYP2C19 CYP4F12 CYP7A1 DAZL DHX15 DHX32 DIS3 DNMBP EDN1 EGR1 EGR2 EGR3 EIPR1 ELF1 EMSY F2RL1 FABP2 FABP7 FAM114A1 FAS FBXO9 FOXC1 FZD7 GCNT1 GDAP2 GFOD2 GIGYF2 GPR182 GPR45 GYPA H2BC13 HCAR3 HINFP IL1B KCNJ1 KCNJ15 KIAA0319 KLF6 KLF7 KRT83 LIG4 LIMK2 LINC00652 LMBRD1 LPAR6 MACIR MAFB MAGEA6 MAN2A1 MCL1 MFAP3 MGAM MKLN1 MON2 MOSPD2 MRPS22 MTF1 MTHFS MTO1 MTOR MYO16 NAV2 NDEL1 NOP10 NSUN3 PAFAH1B1 PCNX1 PDE8A PEX3 PFKM PIK3CG PIK3R4 PKNOX2 PLIN2 PNP POGLUT1 POLR2B PRDM4 PROX1 PSMA7 PTGS2 PTPN21 PTRH2 PUM2 PUS3 RAB11FIP2 RAD17 RAE1 RALGPS1 RBM47 RBMS1 RBPJ RGL1 RGS2 RHEB RLF RNF17 RNF34 RNFT1 RPH3A RPS6KA5 RTCB SCRN3 SCYL3 SEC23B SERPINB2 SGK1 SH2D3C SHOX SLC17A5 SOHLH2 SON SPARCL1 SPOP SRR ST8SIA4 STRADA STXBP5L SUOX TAX1BP1 TLR1 TLR2 TLR3 TLR6 TLR8 TNFAIP1 TNFSF14 TP73 TPTE TREML2 TRIB1 TUBBP5 USP10 USP9X USPL1 UTP25 UVRAG VNN1 VPS13D VPS35 WDFY3 WIPF2 XRCC4 ZBTB24 ZFYVE26 ZKSCAN4 ZNF133 ZNF234 ZNF586 ZNF654 ZSCAN32 GSE9006_HEALTHY_VS_TYPE_2_DIABETES_PBMC_AT_DX_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9006_HEALTHY_VS_TYPE_2_DIABETES_PBMC_AT_DX_UP ADA2 ADNP2 ADRM1 AHCY ANXA6 AP5Z1 APRT ARHGEF1 ARPC4 ATP1B3 ATP5F1D ATP5F1E ATP5MC2 ATP5MC3 ATP5ME AURKAIP1 BBLN BCL7C BECN1 BICRAL BTF3 CALM3 CAPN15 CBX4 CCDC22 CCDC85B CD3E CD81 CDC37 CDCA4 CFDP1 CFL1 CHCHD3 CNOT3 COPG1 COPS7B CORO1B COTL1 COX5A DAZAP1 DBI DDX49 DEAF1 DGKZ DNAJC7 DOK2 DRAP1 ECSIT EDEM2 EDF1 EIF3F EIF4H ELF4 ELOC ERH ERP29 FAM53B FBXL15 FBXO41 FCHO1 FOXK2 FXYD5 GATAD2A GID8 GLUD1 GPS2 GSN GTF2F1 GZMM HLA-DPA1 HMG20B HMOX1 HNRNPK HNRNPM HNRNPR HNRNPU HNRNPUL1 HRAS HSF1 HSPA9 ID2 IDS IDUA ILKAP ILVBL LIMD2 LIMK1 LPCAT4 LRRC47 LSM12 LTBP4 MAP2K2 MARCKSL1 MCUR1 MDH2 MEAF6 MFNG MFSD10 MINK1 MRPL12 MRPS15 MSN MT1X MTA1 MVP MYG1 MYH9 NAA60 NADSYN1 NDRG2 NDUFB8 NDUFC1 NDUFS8 NONO NSMF NUTF2 OSTF1 PABPN1 PAK2 PBX2 PCBP1 PDAP1 PDIA3 PDIA4 PDLIM2 PFDN2 PFN1 PKN1 PMS2P2 POLR2E PPP1R14B PRCC PRPF31 PSMB10 PTBP1 PTPRCAP R3HCC1 RAB5C RALY RASGRP2 RBCK1 RBM3 RDH14 REX1BD RNF126 RNF19B RNPS1 RPL37 RPLP2 RPN1 SAC3D1 SAFB SAFB2 SART1 SEC61G SERPINF1 SF3A2 SF3B4 SFPQ SH3GLB2 SLC25A1 SLC52A2 SMARCD2 SMIM10L1 SNF8 SNRPF SPCS3 SRP14 SRRM1 SRSF9 SSBP3 SSH1 SSRP1 ST6GALNAC4 STARD3 STK25 SUMO3 TAF10 TGFB1 THOC6 TKT TLE5 TMED9 TNFRSF14 TP53 TRAPPC2 TSPAN14 TSR3 U2AF2 UBE2S UCP2 UQCRB VPS4A VPS51 WDR18 WDR45 XAB2 YBX1 ZNF512B ZNF580 GSE9006_TYPE_1_DIABETES_AT_DX_VS_1MONTH_POST_DX_PBMC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9006_TYPE_1_DIABETES_AT_DX_VS_1MONTH_POST_DX_PBMC_DN ABCC10 ABITRAM ADAMTS5 ADGRA2 AKR1C4 ALLC ANKRD26 ANXA2 ANXA2P2 APOO ARMCX4 ARMH3 ASRGL1 ATAT1 ATP2B4 ATP5F1C ATXN3L BACE1 BBC3 BMPR1B BRD3 C11orf16 C1orf54 C2orf68 C3orf18 C8orf44 CASR CBFA2T2 CCDC51 CCDC71 CCNF CCNI CCNT1 CCSER2 CD1C CDKN2C CLCA1 CLEC1A CLOCK COA4 COMMD3 COPG2IT1 COQ6 COX4I1 CP DAB2 DARS2 DCTN2 DNAJC1 DNAJC28 DPM3 DST DUSP3 EBLN2 EIF2S2 EIF5 EIF5B EPS15L1 ESRP2 F2 FABP1 FAM111A FIG4 GFER GFOD2 GLRA3 GMFG GPR143 GPR171 GRIA1 GSTO1 GTF2H2B GUCY1A1 GUCY1B1 H2BC13 H4C3 HINT1 HOXA9 HSPA1L HSPB7 HTR1D IER3IP1 IFT46 IGBP1 ING4 ITGB5 KCNMA1 KCNMB1 KCNN3 KLF7 KRT4 LAMTOR5 LIPE LPP LRRC75B LUM MAP3K19 MAPKAPK5-AS1 MC2R MCCC1 MDH1 METTL9 MIR622 MPV17 MTHFD2L MYL10 MYL9 NOD1 NOP2 NRCAM OSBPL1A OXA1L PAFAH1B2 PBLD PCSK2 PDE6C PDPK1 PFDN5 PHF11 PIPOX PNPLA2 PNPLA4 POLH POU3F1 PRELID3A PRRG4 PTCRA RABEPK RALGPS1 RBMS1 RBMX2 RCAN2 RGS5 RHOBTB1 RNF113A RO60 RPGR RPL12 RPL14 RPL15 RPL19 RPL7A RPS15A RTRAF RUFY2 RUFY3 S100A10 SCNM1 SELP SEMA6A SEMA6C SERF2 SFSWAP SLC12A5 SLC14A2 SLC18A1 SLC25A14 SLC35E2B SLC38A7 SLC4A5 SLC66A1 SLITRK5 SMAD1 SOX13 STEEP1 SUGP2 SUOX TCF15 TCTN1 TFG TGFB3 TIMM8A TIMM8B TIMM9 TM6SF2 TMEM104 TMEM223 TMEM254 TNFSF18 TNPO2 TNPO3 TPCN1 TRADD TRIM2 TRIM62 TTC1 TTF1 TUG1 TULP3 USP13 VCL WT1-AS YIPF6 ZBTB40 ZNF609 ZNF629 ZRSR2P1 GSE9006_TYPE_1_DIABETES_AT_DX_VS_1MONTH_POST_DX_PBMC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9006_TYPE_1_DIABETES_AT_DX_VS_1MONTH_POST_DX_PBMC_UP AAMP ABCF1 ABCF3 ACO2 ACTG1 ACTR2 ADAM10 AGPAT3 AGPS AHCY ALDOA AMBRA1 AMDHD2 ANP32A ARAF ARF6 ARL6IP1 ARPC4 ATP2A2 ATP5F1D ATP8B2 BANF1 BGLAP BLK BMPR2 BRMS1 BSG BTG1 CCDC22 CCL2 CDC37 CDCA4 CDK2 CDK9 CDT1 CHFR CLXN COPG1 COPS7B CORO1C CTSD CXCR4 CYBA CYBB CYP51A1 DAZAP2 DDIT4 DDX3X DGCR2 DNAJA2 DNAJC17 DUSP1 DUSP10 ECSIT EGLN1 EHD4 ELMO1 EREG EWSR1 FARSA FCAR FDXR FKBP5 FLI1 FPR2 FZR1 GALNT2 GBAP1 GLOD4 GLUD1 GLUD2 GLUL GOLPH3 GPAA1 GPI GPR132 GRAMD4 GSN GSR HBEGF HERPUD1 HLX HMGB2 HNRNPA1 HNRNPA3 HNRNPK HNRNPR HNRNPU HSP90B1 HSPA5 HSPA9 HYOU1 ICAM3 IER3 IFIT3 IGKC ILF2 INTS3 JUNB KDELR2 KIF2C KIF4A KLF2 KLHL2 LSM12 MAFB MAP3K8 MAP4K4 MAPRE1 MARCKS MARCKSL1 MFN2 MRPL12 MSL2 NAPG NCAPH2 NCL NDUFV1 NFE2L2 NFYA NRAS NSD1 NT5DC2 ODF2 OSTF1 P4HB PABPC4 PAK2 PDIA3 PDIA4 PDK4 PFN1 PHF21A PIM1 POTEKP PPIB PPIF PPP4C PPP4R3A PRCC PRKDC PRPF6 PSMC3 PSPN PTBP1 PTBP3 PTX3 PUF60 RAB1B RAB8A RABAC1 RASA3 RBBP4 RBM3 RBM42 RCL1 REX1BD RPN1 RRP12 RTN3 SAFB SAFB2 SART1 SEC31A SH3GLB2 SIDT1 SLC25A20 SLC39A7 SLC6A6 SMU1 SNRNP40 SOCS1 SOCS3 SRSF9 STT3A STX11 SVIL TBL3 TESK2 THBD THOC6 TMCO3 TMEM160 TMEM259 TMOD3 TPD52L2 TRAF3IP1 TRIM58 TSC22D3 TSPAN14 TUBA4B UBE2S UQCRC1 WDR18 WDR46 XAB2 YBX3 YWHAZ ZDHHC11 ZFP36L1 GSE9006_TYPE_1_DIABETES_AT_DX_VS_4MONTH_POST_DX_PBMC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9006_TYPE_1_DIABETES_AT_DX_VS_4MONTH_POST_DX_PBMC_DN ABHD6 ACSBG2 ADAMTS5 ADGRA2 ARFRP1 ARHGAP35 ARMCX4 ATAT1 ATP2B4 ATP5F1C ATXN3L BBC3 BMPR1B BOLA1 C11orf16 C21orf91 C2orf68 C8orf44 CA8 CBR1 CCDC51 CCT5 CD48 CD52 CD53 CDKN2C CDX2 CETP CFAP43 CHD9 CLCA1 CNOT1 COA4 COL6A1 COMMD3 COQ6 COX4I1 CSRNP2 CYP2C9 DARS2 DNAJC28 DOCK3 DPF1 DYNLL1 DYNLRB1 DZANK1 EBLN2 EEF1B2 EIF2S2 EIF3K ELOA-AS1 EOLA2-DT EPOR EPS8L3 ESRP2 FABP1 FAM111A FCER1A FEV FHOD3 FMO4 FOXA2 FOXO4 FZD5 GLRA1 GPR171 GPR22 GRIA1 GSTO1 GTF2H2B GUCY1A1 H2AC25 H4C3 HAX1 HECTD4 HINT1 HMGCL HOXC8 HPCA HPX IER3IP1 IFT46 ING4 INO80B ITFG2 KRT76 LAMTOR5 LBP LHB LIF LIPE LMO3 LMO4 LPP LRRC20 LRRC75B LSM1 MAGEC3 MCCC1 MDH1 MGST3 MPV17 MRPL17 MRPL18 MRPS33 MYL10 MYL7 NAP1L4 NDUFA3 NRCAM OXA1L PBLD PDE8A PFDN5 PGM3 PHACTR4 PHF11 PIP4K2B PNPLA4 POGLUT1 POLR2J POU3F1 PPP2R5B PPT2 PRSS12 PYY2 RABEPK RABIF RALYL RGS10 RGS5 RNF113A RPA3 RPL10A RPL12 RPL15 RPL19 RPL21 RPL24 RPL27 RPL5 RPL7A RPS10 RPS13 RPS15A RPS16 RPS29 RUFY2 RUFY3 S100A10 SAP18 SCGB1D2 SDHAF1 SELENOW SEMA6A SEMA6C SERF2 SIT1 SLC16A4 SLC35E2B SLC5A3 SLC66A1 SLC66A3 SLITRK5 SNRPC SNRPD2 SOD3 SOX15 SPRR2B SPSB1 SPTBN4 SS18L2 SYNRG TAOK2 TARP TEP1 TERF2 TFB1M TGFB3 TIMM8A TIMM8B TM6SF2 TNPO3 TTC1 UBA52 UQCR11 VPS37A XCL1 YIPF6 YY2 ZKSCAN3 ZMYM6 ZNF133 ZNF613 ZRSR2P1 GSE9006_TYPE_1_DIABETES_AT_DX_VS_4MONTH_POST_DX_PBMC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9006_TYPE_1_DIABETES_AT_DX_VS_4MONTH_POST_DX_PBMC_UP AAMP ACTR2 ADM ADNP2 ALDOA AMDHD2 APOBEC3A APOBR AQP9 AREG ARF6 ARHGAP26 ARL4A ATP6V0A1 ATP6V0D1 AZU1 BAG5 BCL6 BHLHE40 BLK BNIP2 CARS2 CCDC22 CD83 CDC37 CDK9 CDT1 CEACAM8 CHFR CIRBP CKAP4 COPG1 COPS7B COTL1 CREM CTSD CTSZ CXCL2 CXCR4 CYBB DDIT4 DDX3X DHCR7 DUSP1 DUSP5 EGR3 EHD4 EIF4ENIF1 ELANE ELMO1 EREG FCAR FFAR2 FOSB FPR1 FPR2 FZR1 G0S2 G3BP2 GBAP1 GLG1 GLUD1 GLUL GMPS GNAI3 GPAA1 GPI GSN GUSB HBEGF HERPUD1 HMGB2 HNRNPA1 HNRNPA3 HNRNPH2 HNRNPK HNRNPU HP HSPA5 HSPA9 HYOU1 IBTK ICAM3 ID1 IER2 IL1B IL1R1 ILVBL IVNS1ABP JUNB JUND KDELR2 KIAA0930 LAPTM5 LSM12 MAFB MAPK1IP1L MAPK6 MAPRE1 MARCKS MCL1 MFSD10 MGAM MINK1 MRPL12 NADSYN1 NAMPT NDUFV1 NECAP1 NFIL3 NFKB2 NFKBIA NOC2L NPTN NR4A2 NSD1 NUDT18 NUP93 ODF2 P2RY2 P4HB PABPC4 PAF1 PAK2 PDIA3 PDIA4 PFKFB3 PHF21A PIGA PLEKHO2 PLK3 POTEKP PPIF PPP1R15A PPP4C PRCC PRMT7 PRPF6 PSMD13 PTPRA PTX3 PUF60 QSOX1 RAB1B RAB8A RBM3 RETREG2 REX1BD RGS1 RNF19B RPN1 RRP12 RTN3 S100P SAFB SAFB2 SART1 SAT1 SCO2 SCPEP1 SFN SFPQ SGK1 SGTA SIK1 SIL1 SLC2A3 SLC30A9 SNF8 SOCS1 SOCS3 SPATA2L SRSF9 STX11 TCIRG1 TESK2 THOC6 TNFAIP3 TNFRSF14 TP53BP2 TPD52L2 TREM1 TRIB1 TSC22D3 TSPAN14 TSR3 TUBA3D TYMP UAP1 UPP1 UQCRC1 VASP WDR18 WDR70 WIPI2 YWHAZ ZBTB17 ZFP36 ZFP36L1 ZNF394 GSE9006_TYPE_1_VS_TYPE_2_DIABETES_PBMC_AT_DX_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9006_TYPE_1_VS_TYPE_2_DIABETES_PBMC_AT_DX_DN ABCC3 ACSL5 ADGRE1 ADIPOR2 ADK AFTPH AHCYL1 ANXA2 ANXA2P2 ANXA4 AP3B1 ARHGAP15 ARHGEF12 ARL6IP5 ARPC2 ASAP1 ASAP2 ASH1L ATP2B4 ATP5F1C ATP6V1E1 BPTF C21orf91 CALCOCO2 CASP1 CCDC121 CCNI CD53 CDC40 CEMIP CHD9 CLDN6 CLEC4A CLIC2 CLOCK CLTC CNOT1 COL21A1 COMMD10 COPA CPQ CPS1 CRK CSTPP1 CYP2C19 CYP7A1 DAB2 DAZL DENND1B DENND4C DHTKD1 DHX32 DNM1L DPP8 DUSP3 EBLN2 EIF2S2 EMSY EPS8 ESD EXPH5 F13A1 FAM114A1 FBXO11 FBXO9 FOXC1 GABARAPL2 GART GCNT1 GDAP2 GDI2 GFOD2 GGPS1 GMFG GNAQ GNL3L GNPAT GSTO1 GTF2H1 GUCY1A1 GUCY1B1 HSPA4L IFI44L ITGB5 ITPR2 KCTD20 KIAA0586 KLF6 KLF7 KPNA3 L1TD1 LAMTOR5 LEPROT LGALS8 LHFPL6 LMBRD1 LPP MCTP1 MDH1 METTL9 MFAP3L MGST3 MICU1 MINDY2 MMRN1 MOB4 MPHOSPH6 MR1 MRPS22 MSH3 MTF1 NCOA1 NIT2 NOVA1 OSBPL1A OXA1L PAPSS2 PARP8 PCNX1 PDE8A PDXK PHF20L1 PIAS1 POGLUT1 PRKAG1 PRKCB PSMA1 PSMA7 PSMC1 PSMC2 PSMD1 PTER PURA PUS3 RAB11FIP2 RAB3GAP2 RAB9BP1 RAD17 RBBP6 RBMS1 RBPJ RC3H2 REL RHEB RNF41 RNFT1 ROCK2 RPL12 RPL7A RPS6KA3 RPS6KA5 RTCB RUFY2 SAP18 SAV1 SCAF4 SCAMP1 SELENOP SELP SERF2 SLC17A5 SMAD1 SON SPARC SPATS2L SPOP SRGAP2 STAT3 STRADA STRN STX18 STXBP5L SYT11 TANK TAX1BP1 TBC1D19 TBC1D5 TIA1 TMEM50A TMF1 TNFSF10 TNFSF4 TOM1L1 TPTE TRIM44 TRPC4 TUBD1 UBE2L3 UGP2 USP9X UVRAG VCL VPS35 XAF1 XK YIPF6 ZNF133 ZNF318 ZNF586 GSE9006_TYPE_1_VS_TYPE_2_DIABETES_PBMC_AT_DX_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9006_TYPE_1_VS_TYPE_2_DIABETES_PBMC_AT_DX_UP AAMP ABCF3 ABHD17A ADRM1 AEBP1 AIP AMBRA1 ANAPC2 ANTKMT ANXA6 AP5Z1 APBA3 ARF5 ARHGAP17 ARHGAP4 ARHGEF1 ARPC4 ATP13A1 ATP1A1 ATP2A3 ATP5F1D ATP5MC2 AURKAIP1 BANF1 BBLN BRMS1 CCDC22 CCDC85B CCS CD3E CD7 CD81 CDC37 CDCA4 CDK2AP2 CDK9 CFDP1 CFL1 CLPTM1 CNN2 CNOT3 COPG1 COPS7B CORO1A DAZAP1 DCAF15 DGKZ DNAJC17 DNAJC7 DRAP1 E4F1 EDF1 EEF1D ERH ERP29 EXOC7 FABP5 FBXO41 FOXK2 FUS GADD45GIP1 GATAD2A GCDH GFUS GPS2 GSN GTF2H4 GZMM H2AX HDHD5 HMG20B HNRNPA2B1 HNRNPK HNRNPM HRAS HSPA9 HTRA2 ILKAP IMPDH2 IRF3 ITPKB KLF13 LIMD2 LPCAT4 LRRC41 LSM12 LSM14A MARCKSL1 MED22 MFSD10 MRPL12 MRPS2 MTA1 MZB1 NAA60 NADSYN1 NDUFC1 NELFB NFKBIB NOC2L NONO OSBPL2 PAF1 PDAP1 PDCD4-AS1 PDIA3 PDIA4 PDLIM2 PEF1 PEX5 PFDN2 PFDN6 PFN1 PGLS PIN1 POLD2 POLR2E PPIB PPP6R2 PRCC PRPF19 PRPF31 PRR5 PSMB10 PTBP1 PTMA PTPN6 PTPRCAP PUF60 QTRT1 RAB1B RALGDS RALY RASGRP2 RBM42 RPL11 RPL36 RPL37 RPLP2 RPS27 RRS1 RWDD1 SAC3D1 SAFB SAFB2 SART1 SDF2L1 SF3A2 SF3B4 SH3GLB2 SIGIRR SIPA1 SLC25A22 SLC2A4RG SLC39A4 SLC7A5 SMARCD2 SNF8 SNRNP70 SNRPF SPINT2 SREBF1 SRRM1 SRSF9 SSRP1 ST6GALNAC4 STARD3 STK25 TACC3 TAF10 TAF1C TAF4 TBL3 TECR THAP7 THOC6 TKT TLE5 TMED9 TMEM259 TNFRSF14 TP53 TRAPPC2 TRIM28 TSPAN14 TSR3 TSSC4 U2AF2 UBE2M UBE2S UBN1 UCP2 VPS51 VPS9D1 WDR18 WDR74 XAB2 YJU2 ZBTB17 ZNF512B GSE9037_CTRL_VS_LPS_1H_STIM_BMDM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9037_CTRL_VS_LPS_1H_STIM_BMDM_DN ABCA5 ABL2 ACOT9 ADAP2 AHSG AIF1 AOX1 AP3B1 ARG2 ARID5A ARIH2 ARL6IP1 ATOH8 BAG3 BAIAP2L1 BMAL1 C17orf50 C9orf72 CA1 CASP4 CC2D2A CC2D2B CCL4 CDHR4 CDIN1 CFAP47 CH25H CLEC5A CORO1A CPA4 CR1L CSE1L CSF3R CST9L CUL3 CXCL6 CYP2W1 DAB2 DGLUCY DHRSX DLX4 DLX6 DNAJC8 DRC1 DSCAM DUSP4 DYNC1I2 DYNLT4 DYRK1A EFEMP1 EHD1 ERCC6 ERN2 ERRFI1 FAM167A FBXO17 FGF3 FRMD6 FUS FUT9 FYB1 GADD45A GADD45B GALM GART GAS1 GNL3 GOLGA5 GPER1 GPR132 GRIK4 GRWD1 HBB HELZ2 HESX1 HEXIM1 HHAT HMGB2 HRH4 HSD17B7 HSPBAP1 IKBKG IMP4 INPP5E ITGA8 JAK2 JUN KAT14 KCNJ9 KCNS2 KIAA1671-AS1 KIF1A KRT84 LCLAT1 LMX1B LRRC23 LY6G6C MAFF MAP3K8 MAPK15 MARCHF5 MCEMP1 MCM8 MDM2 MEST MGAT4A MID1 MINDY1 MINDY3 MMS22L MMUT MSR1 MTMR10 MTMR14 MX2 MYO9A NCDN NEDD4L NIF3L1 NISCH NPM3 NRG4 NRIP1 OR2S2 ORC6 OSGIN2 PARP14 PBX1 PCNT PDGFRA PHLDA1 PHLDA2 PIH1D2 PIWIL2 PLA2G4F PLA2G5 PLEKHH2 PMS2 PODXL2 POF1B PPP1R10 PSAP RAB3GAP2 RALGDS RAVER1 RBM39 RCHY1 RCL1 RELB RFX5 RNASE6 RNF103 RNF19B RTP4 SBDS SERPINB9 SFTPA1 SLC30A6 SLC43A3 SLFN12L SLPI SMG8 SMIM23 SMIM3 SNORD89 SRA1 SRF SRRM1 SRXN1 ST3GAL5 STK17B STXBP5L SUCO SUPT3H SYT16 TBX3 TENT4A TGM2 TIAM1 TKTL1 TNIP1 TPSG1 TRMT12 TSPAN33 TSPY1 TSSK4 TTLL8 TUBGCP3 UBC VCAM1 VGF VTI1B WASF1 YJU2 ZC3H15 ZC3HC1 ZFP36L1 ZNF292 ZNF558 ZNF703 GSE9037_CTRL_VS_LPS_1H_STIM_BMDM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9037_CTRL_VS_LPS_1H_STIM_BMDM_UP AAGAB ABHD14B ACBD3 ACSL3 AKR7A2 ALDH1L2 ALG14 AMMECR1L AMZ1 ANKRD1 ANKRD52 ARHGAP30 ARHGAP32 B4GALT1 BAZ1A BCORL1 BOLA2 BTBD19 C11orf54 C12orf57 C1orf35 C8orf76 CAMKK1 CBX2 CCDC39 CCDC80 CCNC CCNL2 CEP19 CERT1 CHD1 CHD3 CNOT4 COL13A1 COPS5 CREBBP CSNK1E CSRNP2 CTSD CUL9 CYB561A3 DCAF10 DDI2 DEPTOR DHRS3 DNAAF2 DNAJB14 DNAJC7 DYNLL2 EDIL3 EIF5A2 ENC1 ENTPD2 EOLA1 EPAS1 ESF1 EYA4 FABP5 FAM78A FASTKD5 FBLIM1 FBXW4 FERMT2 FHL1 FLCN FOXO3 FUT1 GAST GID4 GNPDA1 GOLGA1 GSE1 GYG1 HABP4 HARBI1 HAUS3 HEY2 HLTF HPDL HPS6 HPSE IFFO1 IFT27 IL11RA KBTBD4 KCTD11 KIAA1522 KIF21B KIF3A KLHL15 KLHL20 KLHL30 KMT2A KMT2E KPNA4 LEF1 LENG8 LGALS1 LONRF3 LPCAT1 LYL1 MID1IP1 MIR99AHG MOB3A MPP1 MRPL22 MRPL41 MTERF1 MTFR1L MYH9 NCBP2 NCOA3 NEK7 NHERF1 OARD1 PAN3 PCYT1A PDIK1L PDXP PGP PHF13 PLPP5 POLK PPM1D PPP1R18 PRICKLE1 PRKRA PRR9 PSEN2 QTRT2 RAB22A RAC1 RASA2 RBM38 RCBTB1 RDH14 RETREG3 RNF168 RNF180 RNF6 RPL22L1 RPL27A S100A1 S1PR1 S1PR2 SASH3 SELENOM SELENOP SERPINB6 SETD1B SH3BP2 SLC12A6 SLC15A4 SLC36A4 SLC49A4 SLITRK5 SMIM15 SNX9 SOCS5 SOS1 SPINK4 SULF2 SUN2 SVIP SYNPO2 SYTL4 TASOR TCERG1 THBS1 TIMM9 TM6SF1 TMEFF1 TMEM126A TMEM238L TMEM86A TMOD1 TMTC3 TNFRSF1A TOB1 TOGARAM1 TRAPPC8 TRIM8 TRIO UBXN2B UGCG USP32 USP49 WASF2 WWTR1 XRCC2 YAE1 YTHDF2 ZFC3H1 ZFP30 ZMYM5 ZNF358 ZNF512B ZNF524 ZNF546 ZNF697 GSE9037_CTRL_VS_LPS_1H_STIM_IRAK4_KO_BMDM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9037_CTRL_VS_LPS_1H_STIM_IRAK4_KO_BMDM_DN ACP7 ADAP2 ADRA2B AHR AK1 AR ARID5A ARX ATAD5 ATP6V1C2 BACE1 BEX4 BMP15 BTG2 C11orf65 C11orf96 C11orf97 C19orf48P CALCRL CALR3 CAND1 CBLC CCDC122 CCL4 CD300LD CDH4 CEBPB CEP70 CGAS CHD9 CLCN1 CNPY4 CPPED1 CTNNAL1 CYP2W1 CYRIA CYSLTR1 DMAC2L DNAAF4 DNAJC8 DUSP10 DUSP4 ECHDC2 EDNRA EFHD2 EGR4 EHD1 ELL ENOX2 ENPP2 ENSG00000285566 EPC1 ETV3 EXT1 FPR2 FTMT G3BP1 GBP7 GCC2 GFRA3 GJA1 GLRX GORAB GPR19 GRIN1 GSR GSTO2 HAND1 HIP1 HMGN3 HNRNPUL1 HOXD12 HOXD13 IBTK IDUA IFI44L IFNG IFNGR1 IL25 IL6ST INSIG1 IRF9 ISOC1 IWS1 JARID2 JUNB KCNK3 KCTD16 KLF4 LAIR1 LAMC2 LDLR LDLRAD3 LEFTY2 LPL LYZL4 MAFK MAOA MAP3K8 MAT2A MC3R MCM7 MED13L MFSD4A MGST1 MIR22HG MKI67 MPST MRNIP MRPL52 MTHFD1 MTPN NEDD9 NFIX NIBAN1 NKAPD1 NR1H3 NR4A2 NRDE2 NRP1 NRROS NSUN5 OAS3 PANX1 PARP12 PDK1 PGD PHF19 PIK3R3 PITPNM2 PIWIL2 PKN3 PLEKHN1 PLK2 PLPP3 PNPT1 POLE PPP1CB PPP3CB PRSS37 PRUNE1 PSTPIP2 PTK2 PTPN2 RAB11FIP1 RABL3 RAC1 RB1 RIF1 RIGI RNASE2 RND3 RNF149 RPL3 RSPO2 RWDD3 SCD SGK3 SIK2 SLC25A24 SLC30A2 SLC39A5 SLC4A7 SLFN12 SMARCA5 SNCB SNED1 SOD2 SOX13 SRR SRSF5 SRSF6 STAT1 STK35 TAF13 TBC1D23 TEX13B THOC7 TIPIN TNNT3 TOR1AIP1 TRIM13 TUBB TUBB2A TUBB2B TXNRD1 U2SURP UNG UQCRB UROS VCAM1 VSIG10L WDR18 YTHDC1 ZBP1 ZC3H12A ZCCHC24 ZFP36L1 ZMAT2 ZNF263 GSE9037_CTRL_VS_LPS_1H_STIM_IRAK4_KO_BMDM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9037_CTRL_VS_LPS_1H_STIM_IRAK4_KO_BMDM_UP ABCG1 ACOT8 ADA ADO AGO4 AHNAK2 ALG1 ANGPTL7 ANKRD37 ASPN ATG13 ATP13A2 B3GNT2 B3GNT8 BAHD1 BAZ2A BCL2L2 BFAR BLOC1S1 BMP2K BRF2 CACUL1 CAPN15 CCDC28A CCDC32 CCL22 CD2 CD200R1 CD27 CD300LB CDK2 CEBPD CENPJ CHORDC1 COASY COL19A1 COL4A6 COMMD7 COX14 CPOX CRBN CXXC1 CYBA DCTD DCUN1D2 DIO2 DMAC2 DNAL1 DRAM2 DTX4 DUSP6 DYNC1LI2 ENO4 ENSA ERI2 EZH1 FAM241A FASTKD5 FBXO30 FBXO45 FKBP1B FMNL3 FZD7 GABPB2 GALC GALNT16 GIPC2 GLCE GLS GPAM GPANK1 GPHN GPR137B GPR146 GRIA1 GSKIP GTF3C4 GZF1 H2AC25 HAGH HBP1 HLX HRAS HSPA4L IDH3B INSR IRF2BPL ITGB5 KCNMB4 KDM1A KHDC3L KIAA1217 KNOP1 KTI12 LIN9 LRCH1 LRRC58 LRRTM4 MAP3K1 MDFIC MDP1 MED20 MED22 METTL18 MFSD12 MIEN1 MTIF3 MTUS1 MYCT1 NBR1 NDUFS2 NFAM1 NHLRC3 NRK NSMCE2 OR51B2 OSBPL9 PDCD6 PDE3A PFKFB3 PIK3CD PKIB PLCXD2 PLEKHA2 PLSCR4 PPCS PPM1K PURG RAB21 RAD50 RAE1 RALGAPB RANBP10 RAP2A RASA2 RBM42 RCOR3 RCSD1 RDH13 RNF185 RPL13A RUFY3 RWDD2A SAT1 SCARB2 SCRN3 SDS SEMA3E SH3BP2 SH3KBP1 SIRT3 SLC12A3 SLC30A7 SLF2 SMPD4 SNX33 SP3 SREK1IP1 SSNA1 SSX5 STK38 STXBP5 SWAP70 SYVN1 TBC1D9 TCTN3 TECPR1 TMBIM1 TMEM127 TMEM178A TMEM208 TMEM42 TMF1 TPP1 TPRA1 TRIM3 TRIM32 TRPM4 TSEN54 TTC9C TTL TXNL4B UBFD1 UFD1 USP31 UTP3 VPS37A WDR24 XRCC1 YAE1 ZBTB33 ZBTB9 ZFC3H1 ZNF236 ZNF251 ZNF32 ZNF623 ZNF664 ZNF710 ZNF764 GSE9037_CTRL_VS_LPS_4H_STIM_BMDM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9037_CTRL_VS_LPS_4H_STIM_BMDM_DN AFTPH AGO1 ANKRD11 ANKRD17 ANKRD42 AP3B1 APIP ARHGAP23 ATG2A ATXN7 AZI2 BCL6B BMAL1 BRD2 C10orf88 C14orf28 C3 CABLES2 CAMKV CAMP CARMIL1 CASP1 CASP7 CCDC38 CCDC43 CD27 CDHR4 CDKN2B CEPT1 CERS6 CES3 CFAP251 CHD2 CLCN7 CLDN12 CLOCK CNMD CRABP1 CREB5 CRYBA1 CSF3 CTPS1 CTU1 CYP2C8 DCP2 DDX60 DGAT2 DLX1 DNAJA2 DNAJB5 DNAJC21 DUSP16 DYRK1A EME2 ENPP2 EPC2 ERBIN FBRS FOXP1 FXR1 FXR2 FYB1 FZD1 GADD45A GCA GLIPR1 GNL3 GPR25 GRAMD2B GREM2 GRWD1 GTF2H1 HACD3 HAPSTR1 HCLS1 HLA-DOA HVCN1 IFIT1 IGFLR1 IL36A IL4R IL6ST INHBA INO80D IPPK ITGAL KATNBL1 KBTBD8 KCNE4 KLF3 KMT2A LARP4B LRP10 LRRC8D MAIP1 MAN2A1 MATCAP1 MECR MED17 MICU3 MINDY3 MIR22HG MOB3C MPC1 MRPL50 MRPS18B MSR1 MTERF3 MXD1 MYEF2 MYO9A NCOR1 NDUFS4 NFXL1 NGLY1 NOB1 NOP58 NPHS2 ODC1 OR51B2 OSBPL3 OSM PARP8 PDCD10 PEX11A PHGDH PILRA PLEKHA5 PNP PNPT1 PODXL2 POLR1F PPFIA1 PPIG PPM1B PPP1R15B PPP3CC PPRC1 PRPF38A PRRC2B PSIP1 PSMA2 PSMA3 PSMA7 PTPRK PWP1 RASA2 RASGEF1A REPS1 RFTN1 RNF135 RNF145 RPL24 SCYL2 SETD5 SFMBT1 SH3TC1 SHMT2 SLC20A1 SLC28A2 SLC30A1 SLC30A6 SLC32A1 SLC35E4 SLFN12 SNIP1 SPI1 SPINDOC SPOCK2 SPRY4 SRP54 SRSF10 ST7 STARD7 STAT1 STAU1 SUB1 TAP2 TBRG1 TFAM TIMM10 TIMP1 TMBIM4 TMCC3 TMEM243 TRPM4 TSG101 UBE2Z UNC80 USB1 USO1 USP25 UTP15 VTI1A VWA1 WASHC4 ZC3H15 ZC3HC1 ZNF654 ZNF771 GSE9037_CTRL_VS_LPS_4H_STIM_BMDM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9037_CTRL_VS_LPS_4H_STIM_BMDM_UP AATK ABCD1 ACLY ACSL3 AK3 AKAP7 ALG2 ANAPC4 ANKH ANKMY2 ANKRD50 AP1B1 AP4E1 ARHGAP30 ARHGAP9 ATF7IP ATP5F1C ATRX ATXN1L BAG3 BBS12 BTBD1 BTC C15orf39 CACNB2 CAPN2 CASQ1 CCDC47 CCDC6 CCDC92 CD5L CDIN1 CEP19 CMTM7 CNOT6L CNP COMT CRYBG1 CTNS CTSS CYB561A3 DAB2 DARS1 DCTN5 DHRS1 DHX57 DLG3 DOK1 DSCAML1 DTNBP1 DYNLT2B ECSIT ENTPD5 ERLEC1 FABP5 FAM216A FBXL17 FBXO16 FBXO8 FEN1 FGF4 FKBP1B FMNL3 FRMD4A FUBP3 FZD7 GLUD1 GNG10 GPR180 GTF3C4 GZF1 H2AC25 H2AJ HABP4 HADHB HAS2 HDAC5 HES3 HLA-DMB IGF2R IGFBP4 IKBIP ILVBL INTS10 IPO5 IVD KAT2B KBTBD3 KDSR KLF17 KLF9 LAMTOR2 LAPTM5 LBX1 LOXL3 LYL1 MAP3K12 MAPK12 MAPK14 MARVELD1 MBD2 MDH1 MED7 MEGF9 MFSD6 MGAT5 MICAL1 MINDY1 MMP24 MRPL11 MSRA MTHFD1 MTMR9 MYMK MYO5A MYOZ2 NDST1 NEURL2 NLRX1 NONO NOSTRIN NT5C NUDT12 NUP93 OSBPL9 PALM PARK7 PARP4 PBXIP1 PDK1 PDLIM2 PIGF PLD4 PLPPR3 POC1B PPCDC PPP1CC PRICKLE1 PROS1 PRRC1 PTCHD1 PVALB PYCR2 RAB14 RANBP6 RAPGEF5 RBM47 RFC2 RILPL1 RITA1 RMND1 RNF128 RNF165 RP2 RPA1 RPLP2 RUFY1 SAPCD1 SCP2 SCRN3 SERINC3 SFRP2 SIGMAR1 SKP1 SLC25A20 SLC25A26 SLC25A35 SLC29A3 SLC5A11 SLC6A6 SMARCB1 SNX2 SOBP SOCS6 SOX9 SPPL2B STK17B SUMF1 TACC1 TARS3 TASL TEDC2 TEF TMEM120A TMEM87B TMLHE TNFRSF1A TPD52 TPP1 TPRKB TWF1 UBQLN2 UBR1 UTP6 VAV3 WDR11 WNT5A YWHAH ZNF235 ZNF471 GSE9037_CTRL_VS_LPS_4H_STIM_IRAK4_KO_BMDM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9037_CTRL_VS_LPS_4H_STIM_IRAK4_KO_BMDM_DN ABITRAM ACBD3 ACP3 ADAMTS1 ADH7 AK2 AMMECR1L ANXA7 APPL1 AQP9 ARHGAP23 ARHGEF3 ASF1A ATF1 ATF4 BACE1 BLNK BMP15 C1S C3 CABLES2 CASP7 CCND2 CD86 CDKN1A CEMIP CFB CGAS CLEC5A CLN5 CLOCK COL12A1 COL27A1 COP1 CSF2 CTU1 CYFIP2 DIP2C DIS3 DNAJA2 DNAJA4 DNMT3L DOC2A DTX4 E2F5 ELP5 EPB41L3 ERN1 ETS1 FGF7 FOXC2 FOXN2 FOXP4 GARS1 GAS1 GAS7 GPD2 GPR68 GPR85 GPRIN3 HAPSTR1 HCLS1 IFT57 IKBKE IL13RA2 IL1RN IRGM ITGA8 ITGAL JADE1 KDELR3 LAMC1 LARP6 LHFPL6 LIMS4 LINC02291 LRCH3 MAGI3 MAPK9 MICU3 MITF MMP9 MOB1B MPRIP MRPL45 MS4A6A MT2A MTHFD2 MTHFR NDUFAF4 NEK4 NFIX NPLOC4 NRP2 NSUN5 NUP58 NUP62 NUPR1 OLR1 OTUD4 PAK1IP1 PARP12 PARP8 PDS5B PER2 PGGT1B PHLDA1 PHTF2 PIAS1 PIK3R3 PKN2 PLAGL1 PLEKHN1 PLK2 PLSCR1 PNP PNPT1 POLR1F PPM1K PPP1CB PPP1R11 PRDM1 PRKD1 PRR14L PSIP1 PSMA6 PSMB10 PTCH1 PTPN12 PYCR1 RAB10 RAB11A RARRES1 RBM7 RC3H2 RCN1 RFTN1 RFX5 RIGI RND1 RNF145 RNMT ROBO1 RSPO2 RSRC2 SAP30 SKIL SLC12A2 SLC28A2 SLC39A1 SLC39A14 SLC6A9 SLFN12 SLFN13 SOCS2 SPATS2L SRSF1 SRSF3 STAT1 STK40 SUSD6 SYT13 TAP1 TBC1D12 TCERG1 TCF7L2 TEAD1 TERT THBS2 TJP1 TLR3 TMEM128 TMEM170B TMEM176B TMEM178A TOMM20 TPD52L2 TRA2B TRAF3 TTC39B TXNRD1 UAP1 UBA3 UNC5A USP42 UTP4 VAV2 VWC2L WDR74 WFS1 XAF1 ZC3HAV1 ZCCHC9 ZDHHC17 ZFAND3 ZFPM2 ZNF598 ZNF784 ZNRF1 ZSCAN20 GSE9037_CTRL_VS_LPS_4H_STIM_IRAK4_KO_BMDM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9037_CTRL_VS_LPS_4H_STIM_IRAK4_KO_BMDM_UP ACOX3 ACSF2 ADI1 ADIPOR2 AGBL4 AKT1S1 ALG2 ALOX5AP ANKRD37 ARFGEF2 ARL15 ART5 ASCC1 BASP1 BBS2 BCL2L1 BRF1 C19orf47 C1orf185 CACNA1F CACUL1 CAMK1 CASP3 CBX6 CCDC150 CCR5 CD300LD CELF2 CEP128 CERS5 CFAP107 CFAP410 CHEK2 CHRNA2 CLEC4A CLIC3 CLN6 CLPS CNDP2 CNNM3 CNP COMMD3 COMMD7 CORO6 CORO7 CRTAM CSNK1E CST3 CTDSP2 DAP DCAF15 DEPTOR DMAC2 DNAH17 DNAJB11 DNAJC9 DOK2 DUOX1 EBPL EMC1 ENSA EPB41 ETV5 FAM111A FAM234A FAM89B FCGR1A FIBP FOXRED2 FURIN GAN GIPC1 GLA GMCL1 GPR137B GRHL2 GSDME HACD4 HGF HIBCH HPRT1 HPS3 IL11RA INPP5K INPPL1 IRF2BPL ITGB5 KIF20B KIF24 KNOP1 LBP LDB1 LPIN2 LRRC57 LRRTM4 LYL1 LYZL4 MAN2A2 MCFD2 MDH1 MED12 MEF2A MELTF MFSD12 MLEC MMP17 MMP8 MORN3 MR1 MRPL19 MRPL41 MSRB2 MXI1 NAT14 NBR1 NDST2 NDUFB2 NDUFS6 NFAM1 NFASC NHERF2 NOSTRIN NR2F6 NRROS NUDT16 OR51B2 OST4 OXR1 PALB2 PATZ1 PCNT PDE3B PFN3 PIERCE2 PINK1 PLBD2 PLEKHO1 PLPP2 PPM1H PPP4R3B PRKX PROSER2 PTK2B PTMS PTTG1IP PWWP2B PYCARD PYCR2 RAB3GAP2 RAB5C RAD9B RIN2 RREB1 RWDD2A S1PR1 SCAMP2 SCARB1 SEL1L3 SELENOS SGSH SHARPIN SIPA1 SLC22A9 SLC39A11 SLC66A3 SLC7A4 SLC8B1 SLK SMIM15 SNX22 SNX30 SNX8 SPACA3 STEAP3 STXBP5 SYNE3 TBXAS1 TECR TFAP2A TFAP4 TLR7 TMEM241 TMEM71 TMEM86A TMEM87B TNFRSF21 TPD52 TPGS2 TRAPPC1 TRIM8 TTC12 TTYH3 TUSC2 TXNIP UBALD2 USP6NL VAT1 VPS26C ZNF667 GSE9037_WT_VS_IRAK4_KO_BMDM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9037_WT_VS_IRAK4_KO_BMDM_DN A1CF ABCB4 ABCC6 ACOT8 AGT AIF1 AKT3 ALPK1 ANKRD33 ANKRD37 AP1S2 APMAP ART5 ASB2 ATP10B ATP6V1B2 BIK BLNK BLOC1S1 BLVRA BMPR2 BTBD1 C17orf97 C1QTNF7 C4orf17 CALB1 CARM1 CARTPT CBR3 CBX5 CCDC7 CCND1 CCNF CCNQ CCSER1 CD27 CD79A CDCA3 CDK2 CENPK CENPQ CFAP47 CGREF1 CKAP4 CKB CLDN15 CLEC7A CNMD COX10 COX4I1 COX8A CR1L CRABP2 CRAT CYB5R4 DAGLB DCSTAMP DDI2 DDX18 DHFR DHX40 DLX4 DSP ERCC4 ESYT1 FAM110D FAM217B FAM3D FGF1 FGF11 FGF3 FIS1 FKBP1B FXYD2 G3BP1 GABRA5 GALNT9 GARIN5A GLB1L2 GMFG GP9 GRAMD2B GSDMD HAT1 HDAC9 HEATR5A HPCA HRH4 HSPB9 IAPP IER5 IFT22 IGF2BP2 IL20 IL2RA IQCA1 ITGBL1 ITPK1 JARID2 LCN9 LGALS9B LIM2 LPGAT1 LSM3 LSP1 LUM LXN MACROD2 MAF1 MC1R MCEE MCEMP1 MELTF MMP17 MRPL12 MTCH1 MUC4 MYCN MYO1C MYO7B MYOM2 NAP1L2 NCF1 NPM1 NPTX1 NPY1R NRG4 NRM NTF3 NUSAP1 OAS1 OAS3 ODAD4 OGFOD2 OST4 PCLAF PEX14 PGBD1 PIF1 PKMYT1 PLD4 PLEKHM1 POF1B POLR2I PPIH PPP4R4 PRDX5 PROC PSMB10 PTH RAB21 RAD51 RANBP3 RAPGEF5 RBM11 RFX8 RNF103 RTRAF RXFP1 S100A11 SDF2L1 SFTPA1 SH2D5 SH3RF2 SLC15A3 SLC4A1 SMC2 SMCO3 SOGA3 SORT1 SOWAHA SPTB SPTBN4 STAP1 STK32A STYXL2 TACC3 TBRG1 TBX22 TCTN3 TENM1 TENT4A TEX48 TFAP2E TGM2 TMEM163 TMEM198 TMPRSS5 TNNT3 TPRA1 TRIM65 TSPAN14 TTL TXNDC2 VCP WDR24 WNT6 YBX1 ZNF471 ZNHIT2 GSE9037_WT_VS_IRAK4_KO_BMDM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9037_WT_VS_IRAK4_KO_BMDM_UP ABI3 ACAP2 ACBD3 ACKR3 ACOT2 ACP3 ACTL6A AKAP7 ALDH3A1 ANXA7 AOX1 ARHGAP23 ARMCX2 ATF7 ATG13 ATG4C AZI2 B4GALT6 BANF1 BDKRB2 C6orf62 CAAP1 CBX2 CCDC122 CCDC97 CD28 CD2AP CDC73 CDK12 CEMIP CEP83 CERS6 CHD3 CIRBP CMPK1 CREG1 CSF1 DDHD1 DMD DNAJB6 DOC2A DUS3L EHBP1 EIF4E3 ELF2 ERGIC2 ETS1 F2R FABP5 FAM204A FAM98B FAT4 FEM1C FGF7 FGFR2 FHIP2B FHL2 FNIP2 GAS1 GID4 GJB4 GPCPD1 GPR176 GPX8 GSC2 GZF1 HAPSTR1 HMOX1 HOXA10 HOXC8 HS6ST2 IER3IP1 IGF2BP3 IGFBP7 IKBIP IL6ST IQGAP1 JADE1 JMJD1C KCTD16 KDELR3 KIF3A KLF10 KLF6 KLHL20 KRT10 KRTAP4-6 LAMB1 LIMK2 LIN9 LLGL1 LONRF3 LSM14A LUC7L2 LYST MANBAL MAP3K1 MAT2A MEAK7 METTL5 MFAP5 MMACHC MRM1 MSRB3 NBEA NDST1 NEMF NFIX NHERF1 NR2F2 NRG1 NRIP1 NT5DC1 NUBPL NUP58 OGFOD3 OSGEPL1 PBX1 PCMTD2 PDAP1 PDE4DIP PDGFRA PDP1 PEX19 PFN2 PHKG2 PIAS1 PIR PLAC8 PNRC1 POLR3C PRKCA PRKD3 PRUNE2 PTGS2 PTK2 PUS7L PWP1 PYM1 QKI RALGAPA1 RC3H2 RCOR3 RIF1 RMC1 RP2 RPRD2 RRN3 SAV1 SELENOP SERPINB9 SH3BP5 SLC22A5 SMARCA5 SNX10 SOCS2 SORD SSH1 STIM1 STT3A SYNPO2 TANK TAX1BP1 TBC1D12 TBPL1 TERT TFCP2 TGFBI THBD TMEM176B TMEM47 TNFAIP3 TOX4 TSHZ3 TTC39A TULP3 TWIST1 UBXN6 USP33 USP45 USP47 USP6NL UTP11 UTP15 VAMP2 VDAC1 VIM WDR55 WFS1 XKR8 YIPF4 ZBTB26 ZC2HC1A ZFP1 ZNF280C ZNF385A ZNF438 ZNF469 ZNF546 ZNF583 GSE9037_WT_VS_IRAK4_KO_LPS_1H_STIM_BMDM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9037_WT_VS_IRAK4_KO_LPS_1H_STIM_BMDM_DN A2M ACE ACSM1 ACVR2B ADAM8 AFDN AHSA1 AKT3 ALKBH1 ALPG ANKH ANTXR2 AP1S2 ARHGAP18 ARHGEF19 ARHGEF26 ARVCF ASPN ATP2C2 ATP6V0D2 BABAM2 BARHL2 BHMT2 CASP3 CBLN4 CCNE1 CCR5 CD300LD CDH26 CDH4 CDKN1A CDKN3 CHRNB4 CLXN CNOT11 COL4A6 CPLX2 CRELD2 CSF2RA DAB1 DCSTAMP DCUN1D2 DHRS3 DIPK1A DNAJC6 DNAJC9 DNPEP DTX1 E2F8 EIF4B ELN EPGN EVA1C F2RL2 FAM110C FAM167B FAM217B FAM227B FASTKD3 FBXO41 FCGRT FPR1 FRZB FXYD2 GABRB1 GAST GGT6 GMNN GRM4 GSDMC H2AJ HAP1 HCAR1 HTRA2 IFI27L2 IFI44 IFITM10 IGF1 IL17RB IL22 INSM1 IRAG1 IRX4 ISOC1 ITM2A KBTBD8 KIAA1549L KIF2C KLF9 KLHL1 LAMTOR4 LELP1 LMOD3 LONRF3 LY6E LY86 MAB21L3 MFHAS1 MFSD4A MGP MPP7 MRPL48 MTCP1 MUSTN1 NAALAD2 NAP1L2 NFATC2 NME8 NMT2 NSD2 NUDT14 OCA2 OR7C1 OTX2 PALS2 PARP14 PBK PCK2 PDCL3 PGK2 PIGR PPP2R5A PRKG2 PRPF40B PRSS44P PTCHD3 PTRH2 PTTG1 RAC1 RADIL RARG RASA4 REM2 RENBP RIMBP3C RPH3AL RPL23A RPL35 RPRML RRH RSAD2 RTP4 S100A1 S100A8 SCRN3 SEC61A1 SGK3 SLAMF9 SLC18A2 SLC22A9 SLC25A3 SLC25A6 SLC2A8 SLC38A10 SLFN5 SMC2 SMYD1 SNUPN SNX5 SOX5 SPINK4 SPP1 ST3GAL6 STAP1 STOML3 STPG3 SUN2 SVIL TAGLN3 TATDN1 TEAD4 TEP1 TEX13B TEX30 THBS4 TMEM114 TMEM18 TNFRSF21 TPGS2 TPSB2 TRIM44 TRPC5 TSNAXIP1 TSPAN5 TTK TTLL9 TYMS UCP2 UPK2 USP29 USP49 VSIG10L VWA3A WNT9A ZBTB3 ZDBF2 ZNF169 ZNF239 ZNF628 ZWILCH GSE9037_WT_VS_IRAK4_KO_LPS_1H_STIM_BMDM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9037_WT_VS_IRAK4_KO_LPS_1H_STIM_BMDM_UP ABCB6 ACOT8 ADCY2 ANXA9 AP4B1 APLP1 APOE APPBP2 ASB7 ATF5 ATRN B4GALT6 C2CD2 C2CD4B C8orf33 CAD CC2D2A CCDC54 CCNB3 CD109 CD40 CENPJ CLCN7 COL8A1 CRK CRNKL1 CSRNP1 CWC27 CXCL1 CXCL6 CYP7B1 DAB2IP DCAF1 DCN DHDH DIO2 DMAC2 DNAJC11 DNAJC27 DOP1B DPP4 DSG2 DUS3L DUSP4 EFEMP2 EGFR EGR1 EIF2B3 EIF5 ELP2 EPC2 EREG ETFRF1 FAM43A FAM98B FKBP7 FTSJ3 GABPB1 GADD45A GCLM GEM GNL3 GPBP1 GPR101 GPR153 GRB14 GYPC GZF1 H2BC13 HARBI1 HDDC3 HEATR1 HEXA HRAS IGF2R IL6 ILVBL INSIG2 ISCA2 ISY1 ITGB7 JUN KDM6B KLHDC1 KLHL12 LOXL2 LRRTM4 LZTFL1 MAOA MAP2K5 MDM2 MECOM MED19 METTL15 METTL25B METTL5 MKRN2 MORN2 MRC1 MTUS1 MUC5B MYC NACC2 NCDN NCK2 NECTIN3 NPM3 OR10AD1 OXLD1 PANX1 PAOX PCNT PFKFB3 PHF20L1 PHGR1 PHTF1 PIM3 PLA2G4A PLAC8 PLCXD3 PLXNA1 POLR1C PPP1R10 PPP1R1A PPP2R5E PRELID3B PRKAB2 PRKRIP1 PRR14 PRSS46P PRSS50 PRXL2A PSMG2 PTCH1 PTPN23 PTPRG PXK QTRT2 RAB20 RAD51D RASGEF1B RBM28 RIPOR1 RLF RNF167 RNF19B RNF44 RNF5 RPAP1 SAMD4B SCAMP1 SCN4B SDC4 SLC29A3 SLC31A1 SLC48A1 SLCO4A1 SLPI SMARCC2 SMPD4 SPRING1 STAG3 STRADA STX6 SYK TAF4B TCAF2 TES TGFB3 TGFBI TIMM9 TLCD1 TMCC1 TMEM167B TMEM176B TMEM9 TMX3 TNF TRIM13 TRMT61A TRPC4AP TSHZ1 TTC26 UBAP2 UBFD1 UBXN2A UBXN7 UFD1 VPS26B VPS35L WDR46 ZBTB45 ZFAND5 ZFYVE26 ZMYM2 ZNF131 ZNF236 ZNF292 ZNF469 ZNF513 GSE9037_WT_VS_IRAK4_KO_LPS_4H_STIM_BMDM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9037_WT_VS_IRAK4_KO_LPS_4H_STIM_BMDM_DN AAGAB ABCD3 ACE ACSF2 AIF1 ALG2 ANLN ANXA6 AP2A2 AP3M2 APLP2 APOBEC1 APRT AQP6 ARHGAP25 ARHGEF7 ARL15 ARL4C ATP8B3 BCL2L1 BHMT2 BLNK BLVRA BLVRB BMP1 BMP4 BRCA1 BTC C3AR1 CACUL1 CAMK2G CASP3 CCDC102A CCDC3 CCNA2 CCR5 CDC42SE1 CDCP1 CDIN1 CDK1 CDT1 CEP55 CERS5 CHID1 CKB CLUAP1 CMA1 CMC1 CMIP COPZ2 CORO1C CSRNP2 CST3 DAP DDI2 DHRS1 DNAJC22 DOK1 DUT EFEMP1 EID1 ENTREP1 EPHB2 FABP7 FADS2 FAM13C FLI1 FLRT2 FNIP2 FOXK2 FUT11 FYTTD1 GATAD1 GDF5 GHRHR GIMAP7 GINS4 GLG1 GMFG GPR173 H2AJ HCN3 HELB HSPH1 IFITM3 IGSF11 IL5 ILRUN IMPG1 IRF7 ITFG1 ITGA8 KCNK13 KLF10 LBR LDLRAP1 LIME1 LPL MAP3K1 MAP3K3 MAPK9 MBLAC2 MCAM MCEE MCM7 MFSD12 MIF MKRN3 MPV17 MRPL30 MSRB3 MXD4 MYO1E NCOA2 NDUFA7 NFATC2 NGEF NKX6-2 NPTX1 NR2F1 NRP1 NSD1 NUDT16 NXNL2 OPRM1 OSBPL6 OXT PAG1 PATZ1 PAX7 PCLAF PDYN PGGHG PIGZ PLA2G6 PLP1 PLPP1 POLD1 POLE PPM1H PRRC1 PTPRCAP PTPRS PUS7 RAB21 RAB8A RAMP1 RARRES1 RASSF2 RCBTB2 RFC1 RFWD3 RIC8A RPA1 RPE RPS27 RPS3A RSPH3 S100A8 SARAF SATB1 SH3BGRL3 SH3BP2 SHISA4 SIKE1 SKA2 SLC4A1 SMAGP SMIM15 SMIM19 SNX30 SPATA19 SPP1 SURF1 TBC1D14 TBC1D22A TBCCD1 TCF7L2 TESC TGFB2 TGIF2 TOM1L2 TPM2 TRAPPC2L TRIM8 TSKS TSPAN11 TSPAN17 TTC21B TUBA1A TUBA1B TWF1 TXNIP UBE2C VHL VLDLR VRK2 VSIR VWF ZBTB14 GSE9037_WT_VS_IRAK4_KO_LPS_4H_STIM_BMDM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9037_WT_VS_IRAK4_KO_LPS_4H_STIM_BMDM_UP ADCY10 ADGRD1 ADORA2A ADORA2B AMMECR1L ANKRD11 ANTXR1 APPL1 ARF1 ARSG ATF2 ATF6B BAZ1A BLTP1 BLZF1 C10orf88 CALHM6 CASKIN2 CCDC157 CCL7 CCSER2 CD74 CDKN1A CGAS CH25H CHD2 CHIC2 CISH CLBA1 CLCN7 CLEC4E CLIC4 CLMP CLOCK COG3 COL18A1 CPSF7 CSF1 CSF3 CTDNEP1 CXCL3 CYTL1 DCAF12 DNAJC1 E2F5 EIF2S2 EIF3D ELF2 ENPP4 EREG ETS1 F2R FAM120AOS FASTKD2 FBXO34 FGG FLNB FSCN2 FUS GAB2 GBP6 GBP7 GLCE GUCD1 HBP1 HDC HERC6 HIVEP3 HMGB2 HMGN5 HS6ST2 HSPA1L IER5 IL12B IL15 IL1RAP IL1RN IL36A ING3 INPP5E INTS15 IPO7 IQGAP2 JDP2 JUND KCMF1 KCNE4 KDELR1 KMT5A LAMC2 LENG1 LONP1 LRCH1 MAK16 MAP2K4 MAP3K8 MAPK1 MCOLN2 MDM2 MECR MED12 MED19 MED21 MERTK MIR22HG MRPL10 MRPL50 MSANTD4 MTMR12 MX1 NAP1L4 NCK1 NDST1 NDUFS1 NFKB1 NFKB2 NFKBID NFKBIE NGLY1 NOP14 NSUN5 NUBPL NUP93 OAT ORM1 OSM PAK4 PES1 PEX16 PHF12 PHF13 PHLDA1 POLR1F PPP3CC PRF1 PRPS1L1 PRSS46P PSMA4 PTPN12 PTPRC RABAC1 RAD18 RAVER1 RDH13 RELB RIMOC1 RNF146 RNF180 RNF24 RNF4 RPS6KA2 RPS6KA5 S100G SAP30 SENP6 SFR1 SLC20A1 SLC25A37 SLC2A6 SLC30A6 SMARCC2 SNN SNRPB SPATA2 SRRM2 SUN2 SUPT7L TAF11 TAF7 TAP1 TBC1D1 TBRG1 TES TIMM23 TIMM50 TLR1 TMEM161B TMF1 TNNI3 TOR1AIP2 TPR TRAK2 TRIM33 TSHZ1 TTC32 TTC5 TXNL1 UBL4A UBQLN1 UBXN7 UFM1 UTP20 VEZF1 ZBTB7A ZFP62 ZNF397 ZNF655 ZNF800 ZNF827 ZRANB1 GSE9239_CTRL_VS_TNF_INHIBITOR_TREATED_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9239_CTRL_VS_TNF_INHIBITOR_TREATED_DC_DN ADA ADM AGFG1 ANG APOLD1 ARAP2 ARHGAP19 ARID1B ARL6IP6 ASXL2 ATF7 ATP4B ATP6V0E2 AUNIP BMAL1 BRCA1 BRMS1 BRMS1L BYSL C1orf112 C20orf85 CBX1 CCDC124 CCNE2 CCP110 CD48 CD5 CDCA3 CDCA5 CENPF CENPP CENPQ CEP128 CEP55 CERS6 CHADL CHCHD10 CIP2A CIT CKAP2L CLGN CMSS1 COLQ CPLX2 CPSF2 CTCF CTPS1 CYB561A3 CYTH1 DCK DDIAS DDX41 DGCR8 DGKE DLEU7 DLGAP5 DNAJC15 DNTT E2F7 EIPR1 EME1 ENDOD1 EPS8L3 ERCC6L ERI2 FAM174C FAM72A FANCD2 FCRLA FGF14 FOXO1 GAMT GAS2 GEN1 GINS1 GOLGA3 GPATCH8 GPD1L GTF2F2 H2AX HADHB HAND2 HAUS6 HIVEP3 HYOU1 INCENP INTS11 ITGAL KIF18A KIF23 KIFC1 KRAS LAMC1 LGR5 LONRF2 LRR1 LRRC40 LSM5 LY6D LY86 LY9 MASTL MDC1 METTL6 MIS18BP1 MLX MMP11 MTAP MTRES1 MYBL2 MYEF2 MYL4 MYO19 MZB1 NASP NLRC3 NMNAT2 NMT1 NOLC1 NRARP NUAK1 OXNAD1 PAX5 PDCD1 PHF5A PIK3R6 PLXDC1 PLXND1 POLR3K POP4 PPP2R5E PREP PRR11 PRSS23 QPCT RAD51C RAPGEF5 RBIS RBM44 RBM6 RECQL4 RNASE4 RNASEH2B RNF7 RPP40 RSPH9 SACS SAP30 SAP30BP SAPCD1 SBK1 SCFD2 SEPTIN6 SGK1 SGO1 SLC1A7 SLC27A2 SLC43A3 SLC7A5 SMYD5 SNRPD1 SPATA24 SPC24 SRP19 SRPK3 STAG1 STRBP SUMF1 TACC3 TBL3 TENT4A THOP1 TIFAB TMEM119 TMEM243 TMEM26 TMEM69 TMPRSS3 TNFRSF19 TOMM70 TOX4 TRAF2 TRAPPC1 TRAPPC2 TRIM2 TTC16 TTPAL TUBE1 TXNRD3 UBD UBE2L3 UHRF1 UMPS URB2 VMA21 WDR4 XIST YARS1 ZBTB8OS ZNF428 GSE9239_CTRL_VS_TNF_INHIBITOR_TREATED_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9239_CTRL_VS_TNF_INHIBITOR_TREATED_DC_UP ABCA2 ACR ADGRD1 ADI1 AKAP8L ALDH1L1 ALDH7A1 ALDOC ALKBH4 ANXA2 AP3D1 APBB1 APOBR APPL2 ARHGAP45 ATP6V1G2 BAG6 BCAS3 BDH2 BET1L BEX4 BLCAP BMPR2 BRD3OS CASP12 CATSPER1 CC2D2A CD34 CHPF2 CHST12 CIAO3 CISH CITED2 CLEC4E CLU CPQ CPXM1 CREG1 CSNK1E CTBP2 CTRC CYP1B1 CYP2E1 CYP4V2 DCAF5 DHRS11 DLG3 DLX3 DNAJA4 DOK1 DUSP2 ELMOD3 EMB EXOC6 EXTL3 FAM114A1 FAM217B FAM219B FBH1 FGD1 FGFRL1 FIBIN FKBP14 G6PC2 GALC GCLM GIMAP8 GKAP1 GOSR2 GRINA GSTM3 GSTO1 HAGHL HEPH HEXA HLA-B HLA-DQA1 HLA-DRB1 HM13 HMCES HOXA10 HSD17B11 HSF4 IFI44 IL15 IL27RA INAFM1 INTS6L ISLR ITGA5 ITIH3 ITPRIPL2 KANSL3 LAIR1 LDHD LSP1 LTO1 MANF MAPK12 MAPK14 MAPK8IP3 MBOAT1 MECOM MECP2 MFGE8 MIB2 MIDEAS MORN4 MPPED2 MROH1 MRTFA MTX3 MYOF NAGA NAP1L3 NBDY NBEAL2 NDRG2 NDRG3 NFATC4 NFIC NPR2 NUCB1 NXF1 OAZ2 P2RY1 PEX5L PFKM PGGHG PKN3 PLD4 PLEC PLEKHJ1 PML PNPLA2 PORCN PROS1 PRR15 PRSS55 PTK2B PTOV1 RAB20 RAD52 RAP1GAP2 RASGEF1B RHBDF1 RIN2 RNASE6 RNASEL RNF130 RNF44 RTCB SAT1 SDC2 SEC62 SEPTIN8 SERPINF1 SIAH1 SIGIRR SIRT2 SLC12A2 SLC12A5 SLC16A12 SLC25A24 SLC29A2 SLC49A4 SMIM5 SMTNL1 SNX10 SOX18 SPEN SPO11 SQLE STK39 STX5 SUFU TAP2 TCEAL8 TCERG1L TCF25 TLE5 TMEM273 TMEM80 TNFAIP2 TNNI3 TOB1 TRIP6 TTC38 UBE2R2 UCKL1 UMOD UPP1 VAMP2 VASP WDR19 WDSUB1 WTIP ZDHHC17 ZNF148 ZNF746 GSE9316_CD4_TCELL_BALBC_VS_TH17_ENRI_CD4_TCELL_SKG_PMA_IONO_STIM_FR4NEG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9316_CD4_TCELL_BALBC_VS_TH17_ENRI_CD4_TCELL_SKG_PMA_IONO_STIM_FR4NEG_DN ABI3BP ACSS1 ADCY7 ADGRL4 AHCYL2 AHRR ALDH4A1 ALDH6A1 ALS2 AMACR AOX1 ARCN1 ARHGEF16 ARHGEF3 ARL1 ARL3 B4GALT6 BAIAP3 C16orf87 C1S C6orf118 CACNA2D1 CARTPT CCPG1 CD164 CD72 CDC73 CFH CFLAR CHD6 CHMP1B COL14A1 COLEC12 CORO6 COX18 CRK CTNNB1 CXCR2 CYRIB DAPK1 DDX19B DDX3Y DDX5 DDX6 DLX2 DR1 EBAG9 EDEM3 EDNRB EFNA2 EHHADH ELF1 ELOVL7 ENOPH1 EPS8L1 EPS8L3 ERN1 ESM1 ETNK1 ETS1 FAIM FAM149B1 FBXO22 FCRL1 FERMT2 FGD1 FGL2 FHIP2A FLI1 FNDC1 GIMAP6 GLI3 GLRA1 GNB1 GNG10 GRIPAP1 GSX1 HCK HIVEP2 HMBOX1 HSPA4 HYCC2 IARS2 ID2 IGF2R IGFBP3 IL12RB2 IL2RG ITGB2 KBTBD4 KIAA1191 KIF1B KLRD1 KMT2E LACTB LCOR LGMN LMOD2 LRRTM2 LTA4H MAN1A1 MAP2K1 MAP3K8 MAPK6 MARCKS MARK3 MCL1 MEP1B MISP MTERF3 MTPN MYH11 NAA30 NAA35 NDFIP1 NDFIP2 NEFH NFATC3 NFKBIZ NIPA2 NUDT13 OAT PALLD PAPSS2 PAWR PDE4DIP PIK3R4 PLCG1 PLPBP PLXNC1 POU2AF1 PPP1R2P1 PROSER1 PRSS23 PTBP2 PTGES3 PTGR3 QTRT2 RAP1B RCN1 RCN2 RHOQ RNF145 RNPS1 RPL39 RPS15A RPS21 RTN4 SASH1 SBK1 SCAF8 SCNN1A SERAC1 SERP1 SHISA5 SLC26A3 SLC28A2 SLC34A1 SLC46A3 SMARCD3 SMOC2 SOWAHC SOX17 SRSF1 SRSF7 SRY STAM2 STXBP3 SUGP2 TIMMDC1 TM9SF2 TMEM123 TMEM267 TNPO1 TOMM20 TPM3 TRIM17 TRIM41 TSC1 TSPYL1 UBE2D2 UBE2G1 USP12 UTP11 VAPA VCAM1 WASHC2A WIPF1 WSB1 WWTR1 YES1 YWHAQ YY1 ZBTB18 ZFP14 ZFP36L1 ZNF23 ZNF280C ZNF286A ZYG11B GSE9316_CD4_TCELL_BALBC_VS_TH17_ENRI_CD4_TCELL_SKG_PMA_IONO_STIM_FR4NEG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9316_CD4_TCELL_BALBC_VS_TH17_ENRI_CD4_TCELL_SKG_PMA_IONO_STIM_FR4NEG_UP ACADVL ACOT8 ADAMTS15 ADARB1 ADAT2 ADGRD1 ADRB3 AIPL1 AKAP1 AMZ2 ANXA9 AP2A2 AP4M1 ARMC6 ARSG ASB12 ATP5ME ATP6V0A1 ATP6V1E1 B3GALT5 B4GALT5 BHLHE40 BOLA1 C11orf52 C19orf73 C1orf174 CA13 CA4 CABP7 CCDC159 CCDC70 CCL24 CCL25 CCR10 CDK5RAP1 CENPO CFHR1 CINP CISD1 CLDN18 CLDN7 CLEC10A CLIC3 CLPP COL9A2 COX6A2 COX6B1 CRISP3 CSTA CXCR6 CYP2S1 CYYR1 DCTN6 DDIT4L DECR1 DKK2 DLX5 DNAH8 DNASE1L1 DPEP1 DUSP14 DUSP9 EGFL6 ELMO3 ELOVL4 EMC8 EQTN ESR1 EXOSC7 FAF1 FAM81A FARP2 FGF23 FLYWCH2 FPR2 GAB1 GARS1 GCK GLO1 GLRX2 GPR89B HAUS8 HOXD4 HSD3B2 HTR2C IFNG IQCC KIF5A KIFC3 KLF3 KMT5A KRT7 KRTDAP LAMC3 LBX2 LCMT1 LSM3 MANBAL METTL8 MICOS10 MLH1 MMP17 MORC4 MRPL40 MRPL46 MRPL48 MRPL55 MRPS18A MRPS33 MYF5 MYG1 MYO5B NAA38 NDUFA12 NDUFB2 NDUFS3 NDUFS6 NEU3 NME1 NNMT NOLC1 NPPA NSMCE1 NTRK3 NUDT1 NUDT22 OARD1 OR4E2 PABIR1 PASK PDK2 PDPN PECR PFDN6 PIGP PIK3C2G PIM1 PLXNB3 POLR2C POLR3H PPIE PRDX4 PROK2 PRSS37 PSMC3 PTGR1 PTK6 RAD51B RBBP4 RBKS REG3G RELL1 RERG RITA1 RLN1 RSPH9 RSPO1 RYK SAP18 SFTPA1 SLC13A3 SLC29A2 SLC35B1 SLC46A1 SLITRK1 SMDT1 SMG5 SNRNP25 SOD2 SOX12 SYCP3 TG THYN1 TIMM50 TIMM8B TM7SF2 TMX2 TNFRSF17 TNFRSF8 TPSG1 TRAPPC2B TRIR TRO TRUB2 TSKU TSSK6 TST TUBB3 TUBG2 UPK3B UQCR10 UXT VAMP5 WDR31 WDR4 WDR83 WNT9A WWP2 XPNPEP1 ZNHIT3 GSE9316_IL6_KO_VS_IFNG_KO_INVIVO_EXPANDED_CD4_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9316_IL6_KO_VS_IFNG_KO_INVIVO_EXPANDED_CD4_TCELL_DN ABCC1 ACOD1 ADORA2A AEBP2 AGRN ALDH1A2 AOAH ASTE1 ATF3 BATF2 BATF3 BCL2A1 BST2 C11orf96 CA13 CACNB3 CCL13 CCL2 CCL4 CCL5 CCL7 CCRL2 CD14 CD40 CD70 CDKN1A CEMIP2 CFB CFLAR CH25H CHMP4B CHST11 CLIC4 COL4A1 COX18 CSF3 CTPS1 CWC15 CX3CL1 CXCL10 CXCL11 CXCL2 CXCL3 CXCL9 CZIB DDIT3 DDX18 DHX58 DLL4 EBI3 EBNA1BP2 EDN1 ELP1 F11R FABP2 FJX1 FLNB FOS GADD45B GADD45G GBP2 GLIPR2 GNB4 GPR84 GZMA GZMB HBEGF HILPDA HTT IARS1 ICAM1 IER3 IFITM3 IFNG IFRD1 IL10 IL12RB1 IL12RB2 IL15 IL15RA IL1RN IL2RA INHBB INO80 IRF1 IRF7 KARS1 KCNE4 LAP3 LGALS3BP LIF LIPG LITAF LOX LSG1 LTV1 MAFF MAPK6 MARCO MMP13 MMP14 MOV10 MT1E MVP MX1 NAA20 NARS1 NEPRO NFIL3 NFKBIA NFKBIZ NNMT NOP14 NSUN4 NUDT5 NUFIP1 OAF OAS1 OASL OGFR OMD OSTC PARL PARP12 PDCD1LG2 PEX11A PGS1 PLAT PLK2 PNP PPA1 PPP1R7 PRMT3 PRPF31 PSAT1 PSME1 PSME2 PSTPIP2 PTGES PWP1 QTRT2 RABL3 RCN1 RHOU RIPK2 RMDN3 RRAS2 RTP4 SAA1 SCT SDHAF1 SELP SERPINE1 SFXN1 SGCB SLC15A3 SLCO3A1 SOCS1 SOCS2 SOCS3 SOS1 SPSB1 STRA6 SYTL3 TAP1 TAPBP TARS1 THUMPD1 THYN1 TIMP1 TMEM106A TMEM140 TMEM209 TNF TNFAIP2 TNFAIP3 TNFRSF4 TNFSF10 TNIP2 TOR1AIP1 TOR1AIP2 TOR3A TPST1 TRAF1 TRAFD1 TRUB2 TSPO TXNRD1 UBE2L3 UBR4 UPP1 UTP20 VDR WARS1 WDFY1 XDH XPOT ZBP1 ZBTB25 ZC3H12A GSE9316_IL6_KO_VS_IFNG_KO_INVIVO_EXPANDED_CD4_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9316_IL6_KO_VS_IFNG_KO_INVIVO_EXPANDED_CD4_TCELL_UP ABAT ABCA3 ABCA7 ABCC3 ACADVL ACAT1 ADD1 ADGRL1 ADRB1 AK1 ALOX5AP AP2A2 ARHGAP9 ARL3 ARRB1 ASPH ATP1B2 BCL2L2 BMAL1 BMP2 BMP8A BPHL CADM1 CAMK1D CAT CAV1 CCDC80 CD300C CD5L CD7 CDH2 CEBPZOS CEP19 CEP89 CKB CLASP1 CLEC14A CLK3 CMBL COL14A1 COPA COQ10A COX7A2L CRIP2 CRYZ CTDSP2 CTNND2 CTSD CUX1 CYB5A CYB5R1 CYP27A1 DGKZ DHRS1 DHRS7 DMD DNAJC9 DUSP3 EFHD1 EMC9 ENTREP3 EPB41L3 ESYT1 ETHE1 EZH1 FAM13C FBLN5 FCGRT FHL1 FKBP9 FOXJ2 FOXO3 FUCA1 FUCA2 FXYD5 GALNT10 GALNT3 GBA2 GBX2 GDI1 GGA2 GLG1 GLIPR1 GNPDA1 GSN GSTK1 GTF2IRD1 HABP4 HADH HDAC5 HECTD3 HEXB HIP1 HOXA5 HS3ST3A1 HTATIP2 IP6K1 IRAG2 ITGAE ITGAX ITGB5 KAZALD1 KIAA1217 KLF4 LAMA2 LAMTOR2 LAPTM5 LCLAT1 LCMT1 LDB2 LIMCH1 LIPA LMCD1 LRATD1 LRBA LRRN1 LTA4H MAN2B1 MANBA MAPK14 MARVELD1 MCOLN1 MFAP5 MLEC MSRB2 MYO18A NAAA NATD1 NDFIP1 NEK3 NPR2 NUDT13 OSBPL2 PAK1 PAPSS1 PCOLCE2 PEX26 PILRB PKD1 PLBD1 PLCL2 PLD4 PLEKHA6 PLP2 POLD1 PON3 POU2AF1 PRKAG1 PTGS1 PTPRB RASGRP2 RBM15 RNF130 RNF181 RP9 RXRA SARAF SBK1 SCAMP5 SCN3B SCP2 SH2D1B SIKE1 SLC25A45 SLC40A1 SMPD2 SSBP3 SSPN STAR STMN1 SUMF1 SUN1 SYNE1 TAFAZZIN TCF19 TCF21 TEP1 TESK2 TGFBI THY1 TIMP2 TLCD2 TMEM141 TMEM98 TNXB TRAPPC2B TRIM41 TSC22D1 UBQLN2 UEVLD ULK2 VAMP5 VCL VSIR WBP1 YPEL3 YWHAB ZBTB14 ZMAT3 ZMYND8 GSE9509_10MIN_VS_30MIN_LPS_AND_IL10_STIM_IL10_KO_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9509_10MIN_VS_30MIN_LPS_AND_IL10_STIM_IL10_KO_MACROPHAGE_DN ABR ACVR1B ADAMTS1 ADCY6 ADM AHI1 ANKFN1 ARF4 ARHGAP8 ATP6V0A2 BAMBI BMP1 CAPN5 CCBE1 CCDC6 CCL17 CD34 CD82 CDK14 CDS1 CHD1 CNDP2 COX18 CPA6 CPSF7 CSF3 CTSK CXCL3 CYRIA DHPS DNMT3A DTWD1 EDEM2 EEIG2 EFNA2 EIF4G3 FAH FAM20B FAM53C FBXW11 FGF23 FHL3 FKBP15 FLRT3 FLYWCH1 FNBP4 FOXP4 FPR1 FXYD4 FYCO1 GATAD2A GEM GFI1 GHITM GJA1 GLIPR2 GLRA2 GMPPB GPM6B GPR108 GPR151 GRHL1 GRINA GTPBP2 HAMP HDAC9 HDLBP HK2 HMGXB4 HORMAD1 HPS3 HRC ICAM1 IL1RAP ITGA4 ITGAV ITGB1 ITM2A ITPKB KCNA1 KLF6 KLHL5 LARP4B LCK LRRC32 LTA LUM LYSMD2 MAPKAP1 MARCHF1 MECP2 MFF MFSD1 MIR30A MIR383 MSI2 MTHFD2 MYBL2 N4BP1 NIPAL1 NXPE3 OPA3 PDGFRB PDLIM4 PDZK1IP1 PHC2 PMP22 POU2F2 PPARD PPP1R3B PRPF38B PTTG1 RAP2A RBFOX2 RBL1 RBMX2 RDH12 RILPL2 RLIM RND3 RNF4 SEMA4D SEMA4F SERPINE2 SGMS2 SLC25A10 SLC25A25 SLC26A4 SLC39A2 SLC4A1AP SPACA6 SPHK1 SPIN1 SPTLC2 SRD5A3 SSX9P ST3GAL3 TAGLN2 TAPT1 TBC1D10B TBC1D9B TEX11 TICAM2 TIMELESS TLE3 TMCC3 TMEFF1 TMEM101 TMEM266 TMEM30A TMEM39A TMOD3 TRIP13 TUBA8 URGCP VASP VTI1A XYLT2 ZFAND2A GSE9509_10MIN_VS_30MIN_LPS_AND_IL10_STIM_IL10_KO_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9509_10MIN_VS_30MIN_LPS_AND_IL10_STIM_IL10_KO_MACROPHAGE_UP ABHD14B ABT1 ACOT7 ACYP1 ADK ADPGK AGPAT4 ALG8 ANKRD22 ARHGEF1 ARRDC4 B3GALT2 BABAM2 BHLHE40 BOP1 BPNT1 C8G CASP6 CBX8 CCDC14 CCDC163 CD151 CDC45 CDCA3 CDKN2AIPNL CDT1 CENPN CHCHD3 CLEC12A CLNS1A CLPP CLUAP1 COX8A CRTC3 CSF1R CSNK1E CYP27A1 DCAF12 DCLRE1B DCPS DDB1 DDX18 DEGS1 DGCR2 DHX9 DNAJC24 DNAJC25 DTX3 EMILIN1 FECH GGA3 GNL3 GPATCH1 GPR146 GSDME GTF2H5 GUK1 H1-10 H1-5 HAUS1 HAUS4 HAVCR2 HCFC1 HDAC8 HMGB1 HNMT HNRNPH1 HSP90AB1 IL1R2 IL1RL1 IMPDH2 KHK KIF23 KLHL21 L3MBTL2 LANCL1 LHPP LIN7C LMNB1 LRRC57 LSM4 LTB4R LYRM7 MCCC2 METTL1 MGMT MLH1 MRPS27 MRTO4 MTCH1 MTFR1L MTHFD1 MYL12B MZT2B NDE1 NDUFA10 NEK9 NF2 NHP2 NISCH NLRC3 NOL11 NOL9 NOP10 NRBP2 NT5C NUDT8 NUMA1 OPN3 PAQR7 PDAP1 PDP1 PGLYRP1 PHF5A PITRM1 PKD1 PLOD1 PLPP2 PMS2 POC1B POLA1 PPID PPP1R10 PPP1R14B PPP2R5D PPP5C PRC1 PRIM1 PRKAG2 PSTK PSTPIP1 PUS3 RAB44 RAD51D RAD54L RBM44 RELT RUVBL1 RWDD2A SEMA6B SEPTIN6 SHQ1 SMYD3 SNRK SNRNP70 SNX15 SNX4 TBCD TFEB THAP11 TKT TM2D2 TMC8 TMEM120B TMEM176A TMEM51 TMEM53 TNFRSF13B TOB1 TRMT10A TRMT12 TROAP TTC3 TTLL1 TYW1 UTP25 VARS1 VILL WWOX XBP1 XRCC6 ZBTB45 ZDHHC13 ZMYND19 ZMYND8 GSE9509_10MIN_VS_30MIN_LPS_STIM_IL10_KO_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9509_10MIN_VS_30MIN_LPS_STIM_IL10_KO_MACROPHAGE_DN ABLIM1 ABTB1 ACSL4 ACSS1 ADAMTS4 AK1 AKAP12 AOC3 APCDD1 APOL3 ARPP21 ATG9B BANK1 BTG1 C3orf52 C8orf44 CAMK1D CCN2 CCNT2 CD19 CD22 CD24 CD27 CD79B CD99 CDCA7L CDK9 CEMIP2 CEP135 CHD7 CKMT2 CLIP3 CMTM7 COL5A1 COX4I2 CREBBP CSGALNACT1 CSH1 CYGB DBH-AS1 DBN1 DDR1 DGKD DOK3 DSEL DTX1 E2F2 EDEM1 ELMOD1 EMP2 ERG ESS2 F2RL3 FADS3 FAM43A FAM53B FCMR FHIT FOXO1 FOXR1 FREY1 GADD45A GBP4 GET4 GFOD1 GPR39 GRHL3 GRIK5 GRK5 HCP5 HMCES HMHB1 HPS4 HRK HSDL1 ID3 IDI1 IGHV5-78 IGHV7-81 IGKV4-1 INHA INO80C IQSEC1 ISG20 ITGA5 KANK2 KAT6A KCNA3 KCNH3 KCNN3 KIAA1671 KIAA2012-AS1 LAPTM5 LARGE2 LCN8 LEF1 LEF1-AS1 LGR6 LHPP LINC01013 LRIG1 MAP3K3 MDM2 MLXIP MPP1 MT1X MTG2 MTSS1 MYLK MYOM2 NAV1 NCLN NEIL1 NKX6-3 NOTCH4 NPY NRIP1 NRN1 OR6A2 P4HA2 PAX5 PCGEM1 PDE10A PI3 PITPNM2 PKD2 PLCG1 POU2AF1 PPFIA4 PPFIBP1 PPP1R18 PRKCH PRSS36 PSD3 PXDN QRSL1 RAG1 RAG2 RHOB RIMS3 RNF152 RYBP SESN3 SHANK3 SIAH2 SLC24A1 SLC35D1 SLC44A2 SLC9A9 SMAD1 SMARCA4 SNX15 SNX25 SNX29 SOCS2 SOCS2-AS1 SOD2 SPATA24 SPPL2B SPSB1 SPTA1 STAG3 STK32B SYNE3 TAPT1 TBC1D8B TCF3 TCL1B TCP11L2 TEX13A TFIP11 THTPA TKTL1 TMPRSS2 TNRC6C TP53INP1 TRPC1 TSSK6 TTC21A TTC7A TUBA4A UPB1 USP34 USP53 VPREB1 VPREB3 WFS1 YPEL3 ZCCHC10 ZFP36L1 ZHX2 ZNF423 ZNF75A ZNF862 GSE9509_10MIN_VS_30MIN_LPS_STIM_IL10_KO_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9509_10MIN_VS_30MIN_LPS_STIM_IL10_KO_MACROPHAGE_UP ACAP1 ACOT7 ADA2 AIG1 AK2 ALCAM ALDH18A1 ALKBH2 ANKRD27 ANXA2 ANXA2P2 ANXA5 APEX1 APLP2 ARHGEF40 ARPC2 ASAH1 ATG101 ATP5MJ ATP5MK ATP5PO AVPI1 BACE1 BEX3 BIVM BNIP3 C12orf75 C1orf162 C9orf43 CANX CASP1 CCSAP CD84 CD93 CDC123 CDC45 CFL1 CLDN10 CNNM2 COMMD8 CORO1C COTL1 COX6A1 CPA3 CSF1R CST3 CTSA CTSG DAD1 DCXR DDX46 DOCK5 DYM DYNLRB1 EBNA1BP2 EEF1AKMT2 EEF1B2 EEF1E1 EIF2S2 EIF5A ELF4 EPRS1 ERG28 ERO1A ETHE1 EXOSC7 FAS FCER1G FGFR2 FOCAD GGCX GLIPR2 GNPTG GOLGA8H GRN GXYLT2 HADH HENMT1 HERPUD1 HEXB HOPX HSBP1 HSD17B12 IFI27L1 IFTAP IL13RA1 IMPA2 ITGB7 JAM2 JAML KCNK17 KLF11 KRTCAP2 LAMTOR2 LAP3 LAPTM4B LDAF1 LIPA LRPAP1 LSP1 MAN2B1 MAP3K21 MAPKAPK3 METTL7A MICOS10 MKKS MRPL20 MRPL27 MRPL48 MRPS23 MRPS33 NAP1L3 NCOR2 NDUFA12 NDUFB5 NPC2 NUCB2 NUP210 OST4 P2RY2 PALLD PARK7 PGRMC1 PIGK PIGY PLAGL1 PLAUR PNP POLR2K PPA1 PRAM1 PRDX4 PRKAR2B PRR14 PRTFDC1 PSMB1 PTPN7 PTPRS PYGL RAB11FIP1 RAB32 RAB5IF RAN RBPMS RIN3 RNF135 RPL22 RPN2 RPS8 S100A6 S100B SAMHD1 SAMSN1 SBNO1 SCRN1 SDHB SEC11C SELENOK SEMA4A SEMA4C SFXN3 SIGLEC5 SIRPA SLA2 SLC22A15 SLC2A4RG SLC35F2 SMIM20 SMIM27 SNX5 SPATS2L SPCS1 SPINT2 SPIRE1 STARD3NL STEAP3 SUCLG1 TBCB THEM4 TIMM50 TLE3 TM2D2 TMED2 TMEM121B TMEM258 TNFAIP2 TNFSF13 TNRC18 TOP1MT TPP1 TREM1 TSTD1 TXNL4A TYROBP UGCG URI1 VPS29 WAPL ZNF511 ZYX GSE9509_LPS_VS_LPS_AND_IL10_STIM_IL10_KO_MACROPHAGE_10MIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9509_LPS_VS_LPS_AND_IL10_STIM_IL10_KO_MACROPHAGE_10MIN_DN AAGAB ABCF3 ACTR8 AGRN AIP ANAPC16 AP1G2 APBB3 ARID3B ASH2L ATF7IP ATP6V0A2 BCS1L BNIP1 BRD7 BST1 C2orf42 C5orf22 CACNB3 CAMK2G CASP9 CDC23 CDK16 CEBPG CENPO CFB CHCHD1 CHID1 CIAO1 CIITA COMMD7 COMT COQ5 CPT2 CREBZF CSNK1A1 CTSZ CXorf38 CYB5R1 CYBC1 DAP3 DCTN6 DENND2D DHX16 DIP2B DNAJC9 E2F6 EEF1AKMT1 EIF3C ENO2 ENTR1 EPRS1 EXOC8 FAM120B FAM32A FASTKD5 FDFT1 FOXK2 FOXRED1 GBA2 GDPD3 GFM2 GLRB GMIP GMPR2 GNPDA1 GOLM1 GON4L HDAC1 HIKESHI HNRNPUL2 ICAM2 IGF2R IL16 IRF4 ITGAL KIF20A KLC1 LATS2 LIMD1 LIN37 LTA4H LZTR1 MAST3 MAVS MED20 MED8 MLLT11 MLX MMAA MRE11 MRFAP1L1 MRPL18 MRPL42 MSH2 MTMR4 MTO1 NAB2 NAGK NARF NBEAL2 NCBP2 NCF1 NDE1 NDUFAF5 NFYA NGRN NLK NLRP3 NMT1 NPRL2 NUDT5 NUDT7 OSBP OSBPL2 OSTC OVCA2 P3H1 PARP1 PBX2 PCSK7 PDE6D PDZD11 PIGC PLCB3 PLPBP PLXDC1 POLG POLR2G PPCS PPIL2 PRKAG2 PRMT2 PSMD13 PSME1 PSME2 PTPN6 RAD1 RALBP1 RASSF2 RBBP7 RER1 REXO5 RFTN2 RNF181 RNF25 RNF41 RREB1 RTN3 SEC11A SEC14L1 SEPTIN4 SFI1 SIKE1 SKI SLC35B4 SLC4A2 SSTR1 SSU72 STAT5B STING1 STK16 STX2 SURF1 SYK TAF12 TAFAZZIN TAPBPL TBC1D17 TFB1M THYN1 TLX1 TM9SF1 TMEM126A TMEM129 TMEM175 TMEM230 TMEM9B TNF TNFRSF13C TP53BP1 TRAPPC2B TSTD2 TTC13 TXNDC12 TYK2 TYW1 UBE4B UBQLN1 UCKL1 VPS26C VPS29 XPC YWHAH YY1 ZBTB14 ZDHHC16 ZFYVE21 ZMYND8 ZNF740 GSE9509_LPS_VS_LPS_AND_IL10_STIM_IL10_KO_MACROPHAGE_10MIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9509_LPS_VS_LPS_AND_IL10_STIM_IL10_KO_MACROPHAGE_10MIN_UP ADORA2B ALCAM ANGPTL2 ARF4 ARHGEF10 ARID5A ASPH B3GALNT1 BASP1 BBOX1 BCL2L11 BDKRB1 BMP2K C21orf62 C6 CCL2 CCL4 CCL7 CCN1 CCRL2 CD14 CD209 CD93 CDCP1 CDH6 CHMP4B CILP2 CKB CLCN5 CLDN10 CLEC4A CLEC6A CLN3 CMPK2 CMTR1 COL4A6 CPEB2 CPEB3 CXCL2 CXCL3 CYP4F12 CYTH1 DAB2 DACT1 DAXX DGKE DHX58 EBF1 ECHDC3 EDN1 EDNRB EFHD1 EPB41 EPB41L4A EPPK1 EREG ETV3 EVA1A EXOC6 EXT1 EZR F3 FAAH FBXO4 FGD6 FGF2 FHL2 FIG4 FOS FOXA3 FOXO1 FOXP3 FRMD6 GADD45G GCNT2 GEM GPX6 HIPK2 HLA-DQA1 HOXB6 HRH4 HS3ST3A1 IFT140 IGF1 IL10 IL11 IL2RA ILDR1 ING2 ISG20 KCTD12 KLF4 KRT77 LIF LITAF LRATD1 LRBA MAP3K20 MARCKS MRC1 MT1E MT2A MTMR10 MTMR3 MYO5C MYOF N4BP1 NCAM1 NDRG1 NEK2 NFIL3 NLGN1 NMB NOCT NPL NPNT OASL OGFR OLIG1 PATJ PDGFC PDLIM1 PHLDA1 PHLPP1 PIK3AP1 PKHD1L1 PLAGL1 PLAT PLAUR PLCL2 PLCZ1 PLPP3 PLSCR1 PML PMP22 POU2AF1 POU6F1 PPP4R1 PRICKLE1 PRKCE PRKD1 PROX1 PTPN1 PTPN13 PTX3 QPCT RABGEF1 RASA4 RBMS2 RCAN1 REL RHOH RHOJ RHOU RIN2 RNF19B S100A5 SAMD4A SAP30 SATB1 SAV1 SDCBP2 SEMA6D SERPINB2 SIPA1L2 SLC14A1 SMIM3 SOCS3 SORCS3 SOS1 SOX4 SPOCK1 SPSB4 ST3GAL4 ST8SIA1 STMN2 TBC1D1 TBX3 TDRP THBS2 THEMIS2 TIAM1 TOR1AIP1 TPST1 TRAF3IP2 TRAFD1 TRIB1 TRIM26 TSLP TSPAN13 TUBB6 TULP2 UBE2H UCP1 VOPP1 WDR54 ZBTB44 ZC2HC1C ZFAND5 GSE9509_LPS_VS_LPS_AND_IL10_STIM_IL10_KO_MACROPHAGE_20MIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9509_LPS_VS_LPS_AND_IL10_STIM_IL10_KO_MACROPHAGE_20MIN_DN ACTR2 ADAM19 AKR1B1 ALKBH1 ALOX5AP ANGPTL1 ANLN ANXA2 ANXA2P2 AP1S2 APLN ARHGAP11A ARHGAP26 ARL6IP1 ARSB ASRGL1 ATAD2B ATP5PO B3GNT7 B4GALT1 BASP1 BOLA3 BUB3 C12orf75 CALM1 CAPSL CBR3-AS1 CCNA2 CCNB2 CCND3 CCNE2 CCNG2 CD38 CDCA2 CDKN3 CENPC CENPE CENPS CEP152 CIAPIN1 CKAP2L CKS1B CKS2 CLSPN COMMD10 COX16 COX17 COX7B CRIP1 CTNNAL1 CYB5R4 DAD1 DDIAS DNAJC15 DNAJC25 DSN1 DTL DTYMK E2F7 E2F8 ECT2 ERCC8 ESPL1 F13A1 FANCB FANCG FAS FBXO5 FCER1G FDX1 FGFR2 FHIP1A FIBP GGH GNG5 GRB2 GXYLT2 H1-5 HASPIN HERPUD1 HLA-DRA HMGN2 ICMT IFNGR1 IGKC IL10RA IL17RA INSR IQGAP3 ITGB2 ITGB7 JCHAIN KCTD6 KIF11 KIF14 KIF18B KIF23 KNSTRN KPNA2 KRT25 LASP1 LGALS1 LGMN LY86 MAP1LC3B MAP3K1 MCTS1 MDFIC MFF MICB MIS12 MIS18A MOB3B MORN2 MRPL13 MRPL30 MRPS33 MS4A7 MTHFD1 MTMR1 MTMR14 MYBL2 NCAPH NDUFA12 NDUFC2 NDUFS4 NEK2 NIBAN3 NMT1 NSD2 NTAN1 NUP50 NXT2 OIP5 ORMDL2 P2RY2 PAK1IP1 PBLD PCLAF PFDN4 PIK3R5 PLA2G15 POLA2 POLR1F POLR2G POLR2I POLR2K PPIB PTPRS PXK RAB11FIP1 RASSF2 RASSF5 RBKS RNASE6 RPA3 RUBCNL S100B SCP2 SCPEP1 SEC11C SERF1A SET SFT2D2 SH2B3 SHCBP1 SHLD1 SIGLEC5 SLC39A12 SPCS1 SPPL3 SSR3 STMN1 SULF2 SVBP SYNJ1 TBCC TGFBI TLR2 TM9SF2 TMED7 TMEM14A TOMM22 TPP1 TRAPPC1 TRAPPC13 TROAP TTK TXNDC12 UBE2C UBE2E2 UBE2T UQCC3 USP38 VPS26C VPS29 WDR4 GSE9509_LPS_VS_LPS_AND_IL10_STIM_IL10_KO_MACROPHAGE_20MIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9509_LPS_VS_LPS_AND_IL10_STIM_IL10_KO_MACROPHAGE_20MIN_UP ABCB1 ABLIM1 ACACB ACOX2 ACRBP ADAM8 ADAMTSL4 ADGRG6 AKR1C2 ALDH1A1 ANGPT1 ARHGAP22 ARHGAP36 ARHGEF40 ARMCX1 ARSD ATP7B ATP9A ATXN7L1 BACE2 BCORL1 BIRC3 BMAL2 C1QL1 C1RL C1orf216 C21orf62-AS1 C3 CALN1 CAMLG CAVIN1 CCDC87 CCN2 CD7 CDC14B CFAP46 CFH CHRM3 CNKSR1 CNST COL5A1 CRHBP CTDSPL DAPK1 DDN DNAH10 DYNLT5 EEF2 EFNB2 EHD2 EHD3 ELOVL7 EPHB4 ERG FAM117A FAM210B FAM219B FGD5 FITM2 FKBP9 FN3K FOXO1 GALNS GAS1 GATAD1 GBP4 GCSAML GFI1B GIPC2 GLB1L GLS2 GMPR GP1BA GPR146 GUCY1B1 H2BC21 HEMGN HMGA2 HOXB3 HSD17B11 HTR1F IDNK IFITM3 IGKV4-1 IGSF10 IGSF9 IKZF2 IL12RB2 INHA IP6K3 ITGA2B JPH4 KAZALD1 KLKB1 KSR1 LIMCH1 LINC00899 LINC02981 LOXL1 LPCAT2 LRP4 LRP6 LTBR MALL MAPRE3 MCL1 MECOM MLLT3 MPL MTG2 MYCT1 NEAT1 NFATC2 NFIA NFKBIZ NMU NOTCH4 NPR3 NRIP1 PAX5 PBX1 PDZD2 PEAR1 PGAP4 PKD2 PLOD2 PLSCR4 PLXDC2 PNMA1 PPFIBP1 PPP1R9A PRKCH PRKG2 PROS1 PRSS36 RAB13 RAB27B RAB37 RABGAP1 RBPMS RHOB RIN2 RIPOR3 RNF150 ROBO4 RSAD2 RXRB SAA3P SAV1 SESN3 SIRT4 SKAP1 SLC2A10 SLC35D2 SLC35F6 SLC49A4 SLC8A3 SMARCA2 SMIM1 SMIM10L1 SNHG12 SNRK SOCS2 SPRY4 SPTLC2 ST6GAL2 STARD9 STEAP1B STON2 STX17 SYCP2 TAFA2 TAL1 TBC1D25 TDRP TESPA1 TEX33 TMC6 TMEM140 TMEM64 TNRC18 TPTEP1 TRIM39 TSPAN6 TTC7B VPS8 VWA8-AS1 WWTR1 ZNF282 ZNF385D ZNF501 ZNF521 ZNF692 ZNF768 ZNF862 GSE9509_LPS_VS_LPS_AND_IL10_STIM_IL10_KO_MACROPHAGE_30MIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9509_LPS_VS_LPS_AND_IL10_STIM_IL10_KO_MACROPHAGE_30MIN_DN ABCA1 ANLN ARHGAP27 ARPP21 ATOSA ATP1A3 BAHCC1 BTG1 BTG2 CALM1 CAPN14 CASP7 CCDC81 CCNB2 CCNE2 CCNG2 CCNT2 CD19 CD22 CD24 CD38 CD72 CD79B CD9 CDC25B CDCA8 CDK9 CENPE CENPS CENPU CEP135 CFAP92 CHST15 CKAP2L CKMT2 CKS1B CLSPN CMTM7 COL5A1 CREBBP CRIP1 CRNDE CSGALNACT1 CSH1 CTNNAL1 CYFIP2 CYGB DACT1 DBN1 DCP2 DDR1 DEPP1 DGKA DGKD DOK3 DTX1 E2F2 E2F7 E2F8 EBF1 ECT2 EDEM1 EIF2AK3 ENTPD4 EPC2 ERO1B ESPL1 F2RL3 FAM53B FANCB FBXO5 FCMR FHIT FLT1 FOXO1 FOXR1 FREY1 GAB1 GAB2 GAL3ST4 GFI1 GINS4 GLRX GOLGA2P5 H1-5 H3C3 H4C8 HASPIN HHIP HMCES HMHB1 HPS4 HRK IGHV5-78 IL17RA INO80C INTS15 KANK2 KATNAL1 KCTD6 KDM2B KDM4C KDM6A KHNYN KIAA1671 KIF23 LEF1 LEF1-AS1 LGR6 LILRA2 LINC01013 LRIG1 MAP1LC3B MDFIC MDM2 MICB MICU2 MLXIP MT1X MTA3 MYBL2 MYLIP MYLK MYOM2 NCAPH NCLN NEIL1 NIBAN3 NIPSNAP3B NKX6-3 NPY NTAN1 NUP50 PANX1 PAX5 PDS5B PHF13 PIK3CD PKD2 PLA2G15 POLA2 POLQ POU2AF1 PPP1R18 PPP3CC PTPRE PXDN PXK R3HCC1L RAB15 RAG1 RAG2 RANBP9 RASA2 RIMS3 RIPOR1 RNF152 RUBCNL SAP30 SESTD1 SHOC2 SIAH2 SLC35D1 SLC7A3 SMC4 SMIM3 SNX30 SSH2 ST6GALNAC4 STAG3 STAM STMN1 SYNE3 TAC1 TADA2B TAGLN TAPT1 TCF4 TCP11L2 TLE1 TNFSF8 TROAP TSPAN14 TUBA4A UBASH3B UBE2C VPREB1 VPREB3 WFS1 ZHX2 ZNF101 ZNF492 ZNF681 GSE9509_LPS_VS_LPS_AND_IL10_STIM_IL10_KO_MACROPHAGE_30MIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9509_LPS_VS_LPS_AND_IL10_STIM_IL10_KO_MACROPHAGE_30MIN_UP ABCB1 ACACB ADAM28 ADAM8 ADAMTSL4 ADGRG6 ALCAM ALDH1A1 ANGPT1 ANO7L1 APLP2 ARHGAP15 ARHGAP22 ARHGEF40 ATP5F1D B3GAT3 B4GALT5 BACE2 BAIAP2-DT BEND4 BEX3 BIRC3 BLVRB BNIP3 BRSK2 C11orf21 C1RL CALCRL CALN1 CANX CAVIN1 CD164 CD4 CHMP2A CLDN10 CLIC1 CLNS1A CNKSR1 COQ4 CORO1B CRHBP CSRP1 CTDSPL CTSW CYTL1 CYYR1 CZIB DEPTOR DHRS7 DUSP18 DUSP3 DYNLT5 EEF1B2 EEF2 EFNB2 EIF3J-DT ELOVL7 EMP1 ERO1A EXOSC7 FADD FCSK FGD5 FGFR2 FKBP11 FKBP9 FOCAD FRY FTL GALK2 GALNT6 GATA2-AS1 GATAD1 GPI GPR27 GSTO2 GUCY1B1 HCG4 HEXB HMGA2 HOOK1 HOXA3 HSD17B12 HSD17B8 HSP90AB1 ICAM3 IDS IFI30 IFTAP IL6R IMPA2 IQGAP2 ITGA9 JAM2 KIT KLHDC8B LAPTM4B LINC00667 LIPA LMNA LOXL1 LOXL3 LRRFIP2 LYN MAFF MAP7 MAPRE3 MAST4 MIR23AHG MKKS MLLT3 MMRN1 MPIG6B MRPL36 MRPS18C MTG2 MX2 MYCT1 MYO1F NOTCH4 NPR3 NR4A2 NYNRIN PAAF1 PAQR7 PDZD2 PIP5K1B PLEKHA2 PLOD2 PLSCR4 PLXDC2 PNP PRKAG2-AS1 PRMT2 PROM1 PRORSD1P PRTFDC1 PTPN7 PTPRC PYGL RAB27B RAB37 RAB3D RBFOX2 RBPMS RNF150 ROBO3 ROBO4 RPL10A RPL36AL RPS10P5 RSL1D1 S100A4 S100A6 SAMSN1 SDSL SEL1L2 SELENOW SERPINB6 SERPINH1 SIK1 SIRT4 SKAP1 SLC22A15 SLC35D2 SLC5A8 SMIM10L1 SNTB1 SPATA6 SPIN3 SPINT2 SPIRE1 SRGN SS18L2 ST13 STING1 STK36 STOM STON2 TAFA2 TAL1 TBC1D9B TBX15 TBXAS1 TESPA1 TFPI THEM4 TLE3 TMEM42 TNRC18 TPP1 TRIP10 URI1 WAPL WDR35 ZBTB46 ZNF521 GSE9601_NFKB_INHIBITOR_VS_PI3K_INHIBITOR_TREATED_HCMV_INF_MONOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9601_NFKB_INHIBITOR_VS_PI3K_INHIBITOR_TREATED_HCMV_INF_MONOCYTE_DN ACOD1 ACSL4 ADAMTS4 ADAR ADM ADORA2B AEN ALDH1A2 ALPL APOD ARSI ASB4 ATP8A2 AVPR1A B3GALNT1 BASP1 BATF2 BCL2L11 C11orf96 CACNA2D1 CCL11 CCL13 CCL2 CCL4 CCL5 CCL7 CCN1 CD14 CD164 CD276 CD44 CDH17 CDKN1A CILP2 CIRBP CISH CLIC4 CPEB2 CRYBB3 CSF3 CXCL11 CXCL9 CYBB CZIB DAXX DCUN1D5 DDX21 DDX24 DOP1B DUSP16 EBAG9 EDN1 EHD1 ELP5 EMP1 EPB41L4A EPPK1 EREG EXT1 EZR FERMT2 FGD6 FGL2 FPR2 FURIN GBP2 GEM GK GLIPR2 GNL2 GUCY2D GZMB HAS1 HBEGF HCK HDC HIF1A HIVEP3 HK2 HMGCR HRH2 HSD11B2 ID2 IFI35 IFIH1 IFIT2 IFIT3 IFNA1 IFNG IL10 IL15 IL1A IL1RN IL22 IL2RA IL33 ILDR1 INHBB IRF7 KCNE4 KLF6 KRTAP4-11 LAMC2 LARP1 LGALS3BP LIF LIPG LITAF MAFF MAP2K4 MAP3K8 MAPK6 MARCKSL1 MEDAG MISP MMP13 MMP3 MT1E MX2 MYCN NAA20 NFIL3 NIBAN1 NLE1 NOC4L NOP16 NPPC NR6A1 NTS NUPR1 OAS2 OGFR PEX11A PHYHIPL PIAS2 PLAT PLSCR1 PML PPA1 PPAN PRICKLE1 PRMT6 PRSS44P PTGS2 PTPN12 PTPRM RAB20 RAMP3 RAP1B RDH10 RHOU RIN2 RRP1B RTP4 RUNX3 SAA1 SDC4 SELP SH3GL3 SIX3 SLC15A3 SLC25A22 SLC25A25 SLC7A11 SMARCE1 SMIM3 SOAT2 SOCS1 SOD2 SPRED1 SPSB1 SRGN SRY ST6GALNAC4 STAT5A TAPBP TASOR2 TBRG1 TDRD7 TFPI2 TIMP1 TM4SF1 TNFRSF9 TNFSF10 TPST1 TREX1 TRIB1 TSR2 TUBB6 TXNRD1 TXNRD3 UPP1 USP18 VAPA VDR WIZ ZBP1 ZBTB32 ZFAND5 ZNFX1 GSE9601_NFKB_INHIBITOR_VS_PI3K_INHIBITOR_TREATED_HCMV_INF_MONOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9601_NFKB_INHIBITOR_VS_PI3K_INHIBITOR_TREATED_HCMV_INF_MONOCYTE_UP ACAA2 ACADVL ACAT1 ACP2 ACSS1 ACTR8 ADCY7 ADNP ALDH6A1 ALG14 AMZ2 ANKMY2 ANKRD46 AP1S2 AP2M1 APPL2 ARL16 ASH2L B3GALNT2 BAZ1B BCS1L BLOC1S5 BTG2 C11orf54 C5orf22 C7orf25 CAV2 CAVIN2 CBY1 CCDC22 CCDC80 CCPG1 CD300A CDC23 CDK16 CDKN2AIPNL CENPO CIAO1 CLK3 CMBL CNNM3 COMT CPT1A CPT2 CRISPLD1 CTC1 CXCR3 CXCR6 CYB5R1 CYP2S1 DCAF4 DECR1 DNAJC9 DNASE1L1 E2F6 ENSA EPRS1 ERBB2 ERMP1 FAF1 FAM50A FAM76A FCER1A FH FOXK2 GBA2 GDAP2 GDPD2 GLRB GMPR2 GNPAT GNPDA1 GOLM1 HAUS8 HDAC1 HIKESHI HIP1 HNRNPUL2 IDE IDH1 IFT46 IL10RB ILKAP IP6K1 IQCC IRF4 IRS1 KLF10 KLRD1 KMT5C LAIR1 LCMT1 LRPAP1 LSS LTA4H MAPK14 MARCHF6 MAVS MCEE ME2 MED20 METTL7A METTL8 MGME1 MLX MPI MRPL18 MRPL28 MRPL40 NCBP2 NDUFA9 NME3 NME7 OMA1 OSBP OSBPL2 PAK1 PARP1 PCMTD2 PDE6D PDK2 PIGC PIK3R2 PIP4P2 PITPNC1 PLCE1 PLEKHA6 PNPLA6 POLK PPARG PPM1B PRKAG1 PRKRA PTGR3 PTGS1 PTPRA PURG RALBP1 RARG RBL2 RDH11 RDM1 REM1 RFC2 RGS10 RHOQ RNF130 RNF181 RSPO1 SEC14L1 SGMS1 SHPRH SKP2 SLC40A1 SLC46A3 SMO SNX14 SORT1 SOX18 SPN SQOR STARD8 STBD1 STK16 SUMO3 SUPT4H1 SURF1 SVEP1 SYNE1 TAFAZZIN TCIM TCTN3 TFCP2 TFEB THYN1 TLX1 TM6SF1 TMEM129 TMEM216 TMEM35A TMEM98 TMX2 TRAM1 TRAPPC1 TRAPPC2B TRIR TSPAN32 TYW1 UFSP2 USP21 VDAC1 VPS26B VSIR WIPI2 WRAP73 YWHAH ZBTB14 ZMAT3 ZMYM1 ZMYND8 GSE9601_UNTREATED_VS_NFKB_INHIBITOR_TREATED_HCMV_INF_MONOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9601_UNTREATED_VS_NFKB_INHIBITOR_TREATED_HCMV_INF_MONOCYTE_DN AAK1 ACAA2 ACOX1 ACTR1A AGFG1 AGL AKAP9 ANO10 ARHGAP9 ARHGEF3 ARID4B ATF6 ATXN3 AXIN2 BBS9 BCAP29 BIVM BLTP3B BTLA CAMSAP2 CCDC125 CCDC47 CCR4 CD81 CHCHD3 CHD7 CHMP2B CLIP1 CLOCK CNIH4 CORO7 CRBN CTNND1 DCTN6 DDIT4 DENND6A DHX33 DHX36 DNAJB4 DNAJC10 DPP4 DUSP10 DUSP22 DYNC1I2 ECI2 EGLN3 EI24 EIF3C EIF4G3 EMB ETS1 F2 FAM107B FBXL20 FBXO32 FBXO38 FJX1 FRRS1 FUT10 GALK2 GBE1 GFM1 GFRA1 GGCT GIMAP4 GLB1 GNL2 GNPNAT1 GPHN GSS GUF1 HECTD2 HELB HEXIM1 HIVEP2 IBTK IGFBP4 IKZF1 IKZF2 IKZF3 IL1RL2 IL6ST IRF4 ITGB1 ITM2A ITPR2 JAK2 JARID2 KIFAP3 KLHL24 LIN9 LMBRD1 LPCAT3 LRRC66 LRRCC1 LYPLA1 MAGED1 MAP3K4 MAP4K4 MAT2B MBNL2 MBTD1 MGA MGRN1 MICAL3 MSH3 MTIF2 MYLIP NDFIP1 NEU3 NF1 NFXL1 NRIP1 OCRL PCCA PDGFRB PEX2 PGAM2 PHKB PHLDA1 PNRC2 PPIP5K2 PPP6R2 PRKAR2A PRKD2 PRMT7 PRMT9 PTK2B PTPN9 PUS10 RABEP1 RAPGEF2 RCBTB1 RELL1 RNF145 RNF2 RSU1 SBF2 SEC62 SERTAD4 SFMBT2 SH3KBP1 SHISA5 SINHCAF SIPA1L1 SLC25A36 SMO SPG11 SPRED2 SPTLC2 SRPRA ST7L SWAP70 SYT13 TAF2 TMEM106B TMEM161B TTC3 UACA USP33 UTP14A VEZT VPS53 WDR11 WDR41 XRCC5 YLPM1 YTHDC1 ZBTB38 ZDHHC13 ZMYM2 ZMYM4 ZNF106 ZXDC GSE9601_UNTREATED_VS_NFKB_INHIBITOR_TREATED_HCMV_INF_MONOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9601_UNTREATED_VS_NFKB_INHIBITOR_TREATED_HCMV_INF_MONOCYTE_UP ABCA4 ACOT7 ADD3 AHR ALPK1 AMER2 AMH ANXA2 APLP2 ARMCX3 ARNT2 ATP13A3 ATRNL1 AVPR1A B3GNT2 B4GALNT2 CADPS2 CALCRL CALHM4 CALM1 CCDC85A CD164L2 CD79B CDH1 CDH23 CDK20 CDKN1A CMTM5 CNKSR2 COL12A1 COL9A1 CSRP3 CTLA4 CYP51A1 DDC DDX60 DEGS2 DISP3 DLGAP1 DNAI4 DNAJC6 DPT DSP DTNBP1 ECEL1 EPCAM EPSTI1 ERG ESPN EXOC3L2 FAM43A FBXW7 FHL1 GATA2 GBGT1 GBP4 GBP6 GCK GGH GPR153 GZMB H19 HBQ1 HDAC4 HIVEP3 HOXA2 HOXB5 HTR3B HYCC1 IFITM3 IFNGR1 IGF2 IGF2-AS IL18BP ISLR ITGA4 ITGB4 KCND2 KIFC2 KRTAP4-6 LAIR1 LDLR LDLRAD1 LGALS1 LGR5 LIMS1 LMOD1 LY6D LY75 MCOLN2 MCOLN3 MIR125A MIR375 MIR7-2 MMP25 MSMB MYL10 MYOF NBEAL2 NCOA7 NEB NEBL NEDD4L NRG2 NUDT4 NXPH1 ODAD1 OIT3 OPRL1 PAPSS2 PAQR9 PCGF5 PDE5A PDIA2 PKDCC PLAAT3 PLD4 PLK3 PLXNA4 POU2F3 PPT1 PREX1 PRR5 PSMB9 PTPRF RBM24 RBMS1 RCN1 REEP5 RIGI RNF130 RNF212 S100A11 SAMD9L SCIN SEC31B SERF1A SGTA SHROOM1 SLC25A12 SLC66A3 SOCS2 SOCS3 SP5 SPAG16 STXBP5 SUSD1 TAFA3 TASP1 TCF7L2 TCHP TGFBR1 TMEM17 TMEM71 TOX3 TPD52 TSPAN2 TUBB2A TUBB2B UBA1 UCK2 VPS37D WFDC11 ZDHHC12 ZFR2 GSE9601_UNTREATED_VS_PI3K_INHIBITOR_TREATED_HCMV_INF_MONOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9601_UNTREATED_VS_PI3K_INHIBITOR_TREATED_HCMV_INF_MONOCYTE_DN ABCD3 ABRAXAS1 ACP3 ACTL9 ADGRB1 ADHFE1 AIG1 AP4E1 APOL6 ARL6IP6 ARMCX2 ASAP1 BBS2 BRAF C2orf49 C3orf52 CCDC138 CCR7 CD72 CDC37L1 CDKL3 CFL2 CKLF CLPTM1L CMA1 CPM CPSF2 CRISPLD2 CSNK1G1 CSPP1 CYB561 DCAF12 DCTN5 DCUN1D1 DGAT1 DOLPP1 DPAGT1 DRAM2 DUSP28 DYNLL1 EBF2 EIF2B3 ELOVL6 ENOX2 ERCC5 ERLEC1 EXOC6B FASTKD3 GPAM GPR55 GPR89B GRB14 HACL1 HLCS IDUA INSIG2 IRAK3 ITGA2 ITGAD ITGB5 KCNRG KCTD6 KLF7 KRTAP13-1 LAMA3 LCOR LDAF1 LEF1 LETM2 LIPA LIX1L LPAR6 LRRK2 LTBR LYRM4 MEP1B METTL2B METTL8 MFGE8 MFHAS1 MIR670 MKS1 MORF4L1 MRPL39 MRPL50 MT-ND2 NANOG NARF NCOA3 NDRG2 NXNL2 OSGIN2 P2RY14 PABPC1 PDZK1IP1 PGAP3 PHEX PJA2 PKHD1L1 PKN2 PKP2 PLAA PLAAT1 POLR2H POLR3K PRCP PRKRA PTPN13 PTPRK PURB RAB31 RDH16 RNF111 RSU1 RTP3 S1PR5 SCARNA13 SCP2 SEC16A SEC61A2 SELENOI SEPTIN8 SHROOM2 SIAE SLC16A1 SLC35B1 SLC47A2 SLC49A4 SMPD2 SYP TAL2 TCF7 THEMIS TM2D1 TMEM17 TMEM50B TMEM81 TNFRSF11B TNFRSF8 TNPO3 TRDMT1 TRIM13 TRIM37 TSPAN5 USP33 VEZF1 ZDHHC15 ZDHHC22 ZMYM5 ZXDC GSE9601_UNTREATED_VS_PI3K_INHIBITOR_TREATED_HCMV_INF_MONOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9601_UNTREATED_VS_PI3K_INHIBITOR_TREATED_HCMV_INF_MONOCYTE_UP ACSBG1 ACTL7B ANKRD11 ANXA6 ARHGAP27 ARHGAP45 ARHGDIA ARHGEF1 ARL6IP4 B4GALT7 BAIAP3 BDH1 BIRC5 BRCA1 BSG CAPG CARMIL2 CBLB CCDC12 CCDC97 CDC42SE1 CDCA8 CDH12 CFDP1 CHMP4B CIT CKAP2 CORO1A CRACR2A CSF1 CSNK1G2 CSRP1 CTBP1 CXXC1 CYBA DCTN4 DDA1 DDX41 DDX54 DNMT1 DPP9 DPY30 DSN1 E2F7 EHD4 EHMT2 ELAVL4 ELOB EPSTI1 EXOC7 EZR FILIP1 FKBP8 FLII FMNL1 FRMD8 GBP3 GBP4 GIMAP7 GIPC1 GIT2 GRAP GRK2 GTF2F1 H1-1 H1-5 H2AC25 H2AZ2 H2BC3 H4C14 H4C16 H4C4 H4C6 HMGN2 HNRNPL IGF2R IRF1 IRF3 IRF4 IRF9 JAML KIF2C LCP1 LMNB1 LRRC8A LSM3 MAD1L1 MAP2K2 MAP4K2 MBD3 MCM3 MEA1 MED15 MED8 MIIP MXD1 MYH9 MYO18A MYO1F NCAPD3 NDUFA8 NDUFB11 NDUFS5 NDUFS8 NFKBIE NOSIP OS9 OSBPL5 PAFAH1B3 PDE4DIP PDGFB PHYH PIM1 POLR2L PPP1R9B PREX1 PRKCQ PRRC2B PSMB10 PSMB4 PSMC4 PTPRS PUF60 PYCARD RAB1B RAB4B RBCK1 RCC2 RELB RFWD3 RGS14 RGS16 RNASEH2C RPL18 RPL28 RPL37A RPL38 RPL41 RPS26 RPS29 SAMHD1 SASH3 SCPEP1 SDF4 SECISBP2 SERF2 SF3A3 SF3B2 SHKBP1 SIPA1 SIRT7 SNX15 SORL1 SPRR1B SRGAP3 SRRT SSRP1 TACC1 TFEB THAP7 TLN1 TMA7 TMCO4 TMEM158 TNIP1 TOMM5 TPX2 TRAF1 TSSC4 TUBGCP2 UCP3 USP36 WBP1 YBX1 ZC3H7B ZFP1 GSE9650_EFFECTOR_VS_EXHAUSTED_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9650_EFFECTOR_VS_EXHAUSTED_CD8_TCELL_DN AARD ABCG1 ACADVL ACSL1 ADAM7 ADGRG1 AFP AGAP1 AHR ANXA3 AOPEP APP ATP2A2 ATP5MF AUH BET1 CADM1 CANX CARM1 CCRL2 CD22 CD244 CELA1 CELF4 CFH CFHR2 CHL1 CKMT2 CLCA1 CLDN11 COCH COL19A1 COPRS CPA3 CPSF2 CRISP2 CSF1 CXCL13 CXCL14 CYP2A6 CYP4V2 DDIT4 DFFA DOCK7 DPP7 DUSP6 EFNB3 EFS EGR2 EIF2AK2 ENPP2 EOMES EPCAM ERCC5 EVI5 EXOSC8 F2RL1 FGF6 FHL1 FRK GABRR2 GATA2 GCM2 GCSAM GDAP1 GDNF GMCL1 GNAO1 GPLD1 GPM6B GSTM3 GSTO1 GTF3C4 H1-4 H19 H3C7 HAO2 HAPSTR1 HINFP HLA-DMA HMGA2 HOXC6 HTRA2 IFIH1 IGF1R IL1A IMMT INCA1 IRF6 IRS1 KANSL2 KCNAB1 KCTD12 KIAA1217 LCLAT1 LHCGR LIN9 MAGEL2 MAP1S MAP2 MCAM MDN1 METAP2 MITF MRPL48 MRPS2 MSX1 MTRF1L MYO6 NAP1L2 NCAN NDUFA13 NEFH NELFE NEUROD1 NFIB NKIRAS1 NKX2-2 NOTCH4 NQO1 NR4A2 NRK NSDHL OVGP1 P2RX4 PAWR PAX1 PBDC1 PCLO PER2 PHLDA3 PHLDB2 PIK3C2G PLA2G10 PLEKHA1 PNRC1 POLR1B POLR2C POU2F1 PRXL2A PTGER2 PTK6 PTPN12 PTPRJ RBM15 REXO5 RFLNB RGS10 RGS16 RHAG RIN2 RPRD1B RXYLT1 SCAMP1 SCAND1 SCN1A SCN7A SCRG1 SIX1 SLC12A2 SLC30A1 SLC6A4 SLC7A11 SLX9 SMAD1 SPOCK2 SPOUT1 SPP1 SPRED2 SSBP2 STRA6 SUB1 SYT1 TAPBP TBX15 TCF4 TERF1 TGM2 TLR7 TM2D1 TM2D3 TM4SF1 TMEM150A TNFRSF4 TNFRSF9 TRPC1 TUG1 TWSG1 UQCC5 VAMP7 VCAM1 WFS1 WLS YAP1 ZFP28 ZNF239 ZNF35 ZNF821 ZNRF1 ZRANB1 GSE9650_EFFECTOR_VS_EXHAUSTED_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9650_EFFECTOR_VS_EXHAUSTED_CD8_TCELL_UP ABCA2 ACP5 AK3 ANAPC16 ANAPC5 ANXA1 ANXA6 AP1M1 ARFRP1 ARL4C ATP5PO ATP6V0B ATP6V0C AURKAIP1 AXIN1 B4GALT1 BCKDK BLVRA BNIP3L BRAP BSCL2 C8orf33 CAB39L CALU CCNDBP1 CCR2 CDC37 CDKN2D CHFR CIB1 CMAS CMTM7 COMMD7 CORO1B CPT2 CSRP3 CTSA CTSD DAP DBI DCPS DCTN5 DDX41 DEAF1 DGKA DHRS1 DNAJB1 DNM1 DPEP1 DPM2 DUS1L DYM EBNA1BP2 EFTUD2 EIF2B4 EIF2B5 EIF2S1 EIF3B EIF3L EIF4A3 EIF6 ELAVL1 ENTPD4 ETS1 FAM117A FAM89B FCGR2B FEZ2 FGFR3 FHL2 GCAT GDAP2 GIT1 GLIPR2 GOLM1 GPC1 GRAMD2B GSTT2 HADHB HCLS1 HERPUD1 HIKESHI HIPK1 HMCES HNRNPAB HSD11B1 ICAM2 IFITM10 IL17RA IL18RAP ISYNA1 ITGAL ITGAX ITGB7 JKAMP KCNJ8 KIAA2013 KLK8 KLRC1 KLRD1 KLRG1 KLRK1 LAMTOR4 LAMTOR5 LDAH LEF1 LGALS9B LRWD1 LSM1 LSM4 LY6H LYSMD1 MACROH2A1 MBP MFNG MIEN1 MKNK2 MLX MRPL34 MTCH1 MTMR1 MTSS2 NDUFB6 NSMCE1 ORC5 PALD1 PCGF5 PDIA6 PHTF1 PIK3CD PIM2 PKP3 PLAC8 PLD3 PNPO PPIB PPIF PRIM2 PRKAG1 PRKCH PRPSAP1 PSMB2 PSMB3 PSMD13 PTPN6 PTTG1 RABGGTA RACGAP1 RAD17 REPS1 RMC1 RNF14 RNF167 RNPS1 RORA RPN1 RPP25L RPS6KA4 RSU1 SATB1 SCP2 SELENOH SEMA4A SEPTIN6 SETD6 SLC1A5 SLC66A2 SMIM20 SMPD1 SNX1 SRP68 SRPK1 SSNA1 ST13 STK38 SWAP70 TBCB TIAM1 TIMM44 TMC6 TMEM147 TMEM208 TMEM223 TMEM45A TSPAN31 TUBA3C TWF2 TXNL4A UBE2H UBE2Z UBQLN1 USP22 USP5 VAV1 WARS1 WTAP XPNPEP1 YIPF3 ZFYVE19 ZIK1 GSE9650_EFFECTOR_VS_MEMORY_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9650_EFFECTOR_VS_MEMORY_CD8_TCELL_DN ABCG1 ADI1 ADRB2 AFM AKAP9 APEX1 AQP9 ARID1A ARL4C ARRB1 ATP13A1 AXIN1 BCKDHB BCL2 BNC1 BTG1 C19orf48P C3AR1 CAMSAP1 CAPRIN2 CCND2 CCR7 CD2AP CD7 CD72 CDK4 CDR2 CNR2 CRP CTSS CXCR3 D2HGDH DALRD3 DDX47 DDX5 DDX6 DEDD DNAAF10 DNAJB2 DPH5 DUSP1 DUSP6 DYM EEIG1 EIF1 EIF2S2 EIF5 ENTPD5 ERCC5 ETS2 EVL EYA2 FBL FMC1 FOS FOSB GADD45A GALNT11 GAR1 GART GATA3 GNL3 GRWD1 GSTO1 H19 HDAC7 HEXA HNRNPA1 HPCAL1 HSD17B11 HSD17B8 HSP90AB1 HSPA9 HSPE1 IDUA IFNAR2 IFNG IFRD2 IFT172 IL4R IL6R IL7R IPO4 ITPKB JUN JUND KANSL2 KCNJ8 KCTD12 KLF4 KLF6 LAMP1 LARP1 LMO4 LONP1 LUC7L MBP MCOLN2 METTL1 MFN1 MIDN MOGS MRPL23 MYC MYCBP2 MYPOP NDUFAF4 NEDD4L NFKBIZ NLK NME1 NNT NOP56 NOTCH1 NPM1 NR1D2 NR2C1 NSG2 NUMA1 ODC1 OVGP1 P2RX4 PABPC4 PAM PARP8 PCM1 PDK1 PHF12 PIM1 PIM2 PKD1 PLEKHA1 PNRC1 POU6F1 PRNP PRSS12 RABAC1 RBM39 RCL1 RERE RETREG1 RFLNB RGCC RGS10 RGS2 RHOB RNF141 RNF38 RPGR RPL14 RPL5 RPL6 RPS19 RPS3 RPS4X RPS6 RREB1 SATB1 SELL SESN1 SIAH2 SIPA1L2 SKI SLC11A2 SLC12A7 SLC30A1 SLC3A2 SLC44A1 SMAD1 SMAD7 SNTB2 SOCS3 SORL1 SPRED2 SRSF7 SSBP2 TAPBP TCF7 TDRP TENT5C TLR6 TNFSF8 TOB1 TOMM34 TP53 TRAF1 TSR1 UCK1 VAMP2 VKORC1 VRK1 XPC XRCC5 ZBTB20 ZFP36 ZFP36L2 ZKSCAN3 ZMIZ2 ZNRF1 ZSCAN26 GSE9650_EFFECTOR_VS_MEMORY_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9650_EFFECTOR_VS_MEMORY_CD8_TCELL_UP ABCB10 ACOT7 ADAM8 AGPAT3 AK3 ALCAM ANLN ANXA1 ANXA2 ANXA4 ANXA7 ARHGDIB ARL6IP4 ATP5IF1 ATP5PF ATP6V0E1 AURKA AURKB BATF BBLN BIRC5 BMAL1 BRD7 BUB1 CANX CAPNS1 CARHSP1 CASP7 CCL5 CCNA2 CCNB2 CCNE1 CCNF CCR2 CD48 CD68 CD8B CD9 CDC25C CDCA3 CDCA5 CDCA8 CDK1 CDK2 CDK2AP1 CDKN2C CDKN2D CHD7 CISD1 CKS1B CLIP2 COMMD2 COQ3 COX17 CRIP2 CRY1 CTSA CTSD CX3CR1 DAP DAPK2 DBI DENND5A DHRS1 DTL E2F8 EEF1AKMT1 ELOF1 ENSG00000286190 ENTPD1 FAM89B FANCM FHL2 FKBP2 FRG1 G6PD GABARAPL1 GALE GALNT4 GBA1 GCAT GDAP2 GLRX GNAS GNPDA1 GSTT1 GZMA GZMB GZMK HASPIN HK2 HMGB2 HSPA4L IDH3A IL12RB2 IL18RAP IL1RL1 IL1RN INSRR IRF4 IRF8 ITGA4 ITGAM ITGAX JAK1 KCTD9 KIF22 KIF23 KLRC1 KLRG1 KPNA2 LACTB2 LAMP2 LAMTOR5 LAT2 LGALS1 LGALS3 LGALS9B LITAF LMAN2 LRP10 LSM1 LXN MAGOH MAP4 MED12L MEMO1 MIOS MIS18BP1 MKI67 MRPL27 MRPL43 MRPS17 MSRB1 MT2A MTMR1 MXD4 MYB NASP NCAPH NCBP1 NDRG1 NDUFB6 NDUFV3 P3H4 PCLAF PDCD1 PERP POMP PPIB PPP2R5C PRC1 PRELID1 PRIM2 PRRC1 PSMA2 PSMD8 PTRH2 RAP1B REEP5 REPS1 RNF14 RORA RPP25L RRM1 S100A10 S100A11 S100A13 S100A4 SEC14L1 SERPINE2 SIRT2 SLC66A3 SMAP1 SMDT1 SMPD2 SNX10 SNX2 SPSB2 SRP14 STAB1 SURF4 TACC3 TMEM160 TNFRSF9 TNXB TOP2A TRAPPC1 TSPO TTK TTR TWSG1 TXNDC12 UBL5 USO1 XDH XPNPEP1 YBX3 ZFYVE19 GSE9650_EXHAUSTED_VS_MEMORY_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9650_EXHAUSTED_VS_MEMORY_CD8_TCELL_DN ABLIM1 ACP5 ACSS1 ADCY7 ADD1 ADRB2 ANAPC16 ANAPC5 ANTKMT ANXA1 ANXA5 ANXA6 AP3M1 APEX1 API5 ARL4C ARL6IP5 ARMC1 ASS1 ATP6V1H AURKAIP1 AXIN1 BCL2 BLVRA BNIP3L C18orf32 C8orf33 CALU CCDC115 CCND3 CCNDBP1 CCR2 CCT4 CCT6A CCT8 CD44 CDC37 CHP1 CLP1 COPS5 CUX1 DERL2 DGKA DNAJC7 DUSP1 DYM EBNA1BP2 EEIG1 EIF1 EIF2S1 EIF3B ELAVL1 ELOVL5 ENTPD4 ETS1 EXOSC7 EYA2 FAM107B FAM117A FAM89B FARSB FBL FCGR2B FOS GABARAPL2 GALNT10 GALNT11 GLO1 GM2A GNPAT GOLM1 GPC1 GRAMD2B HADHB HEXA HMCES HPCAL1 ICAM2 IFITM10 IFRD2 IKBKE IL17RA IL18R1 IL18RAP IL6R IL7R IMPDH2 IQGAP2 IRF2BP1 ITGAL ITGAX ITGB2 ITGB7 ITIH4 ITPA KCNJ8 KCNN4 KCTD10 KLF6 KLK8 KLRC1 KLRD1 KLRK1 LARP1 LDAH LDHA LEF1 LYSMD1 MACIR MAP1LC3B MAT2A MBP MIEN1 MOGS MRPL37 MRPL50 NDUFA9 NGDN NHERF1 NSG2 NSMCE1 NUDCD3 NUDT16L1 OAZ1 OR2H2 ORC5 PACS1 PARK7 PDK1 PFKP PIGU PIGX PIK3CD PIK3R1 PIP4P2 PITPNC1 PLAC8 PLP2 POLDIP2 PRKCB PRPSAP1 PSMD13 PWP1 RABAC1 RABGGTA RERE RHOA RNASEH2A RNPS1 RPN1 RREB1 SACM1L SAE1 SARAF SATB1 SELENOH SELL SEMA4A SETD4 SGK1 SLC1A5 SLC25A51 SLCO3A1 SMARCA2 SMU1 SNIP1 SNRNP40 SPTLC1 SRI SRPK1 SS18 ST8SIA1 STK16 STK38 SUCLG1 SWI5 TAF11 TAGLN2 TDRP TLE4 TM9SF2 TMEM222 TOB1 TRAM1 TSPAN31 TTC7B TUBB TWF2 UBALD2 UFC1 USP24 VAV1 VPS25 WDR13 WDR43 XRCC5 YES1 YIF1A YIPF1 ZFP36 GSE9650_EXHAUSTED_VS_MEMORY_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9650_EXHAUSTED_VS_MEMORY_CD8_TCELL_UP AARD ACADVL ACKR3 ADAM7 ADCY6 ADGRG1 AFP AHR ALCAM ALOXE3 ANXA3 AOPEP APOBEC2 ART1 ATP5IF1 ATP5MF AUH BAAT BCL2L11 BCL3 BLK BTK CANX CCDC28B CCDC93 CCR6 CCRL2 CD22 CD244 CELA1 CELF4 CEP250 CFH CFHR2 CISH CKMT1B CKMT2 CLIC4 COCH CORO2B CRYZ CSF1 CSRP1 CTSE CUBN CXCR2 CXCR5 CYTH3 DDIT4 DHRS7B DLG3 DOCK7 DPP7 EEA1 EFNB3 EGR2 ELK1 ENTPD1 EOMES EPCAM ERCC5 ETV1 FAM171A1 FASLG FKBP10 FLNA FLT3 FSTL1 GAMT GAPDHS GATA1 GCM2 GCSAM GDNF GPD2 GPM6B GRIA1 GRM8 GSX1 GTF3C4 GZMB H1-4 H1-5 HAO2 HIF1A HLA-DMA HMGA2 HOXB8 HOXC6 HOXD10 HSD3B7 HSPA4L IFI27L2 IFIH1 IL10 IL1A IL1RN IMMT ITGAV KCNAB1 KCNU1 KCTD9 KHK KRT27 LAMC1 LAT2 LCLAT1 LGMN LHPP LITAF LRP10 LY75 LY86 MAP2 MC5R MCAM MFHAS1 MKI67 MMP14 MRPL48 MRPS2 MS4A1 MYCL MYO6 MYRF NAB2 NAT2 NDUFB4 NDUFS4 NEFH NELFE OSMR PARP1 PAWR PERP PLA2R1 PLOD3 PLSCR1 POLR2C PRDM1 PRL PROX1 PRR15 PRRC1 PTCH1 PTMS PTPN11 PTPRA PTPRJ RGS16 RPRD1B RPS14 RUNX1T1 SAPCD1 SCGB1A1 SCN7A SEC14L1 SELP SFRP2 SGO1 SHMT2 SLC27A4 SLC3A1 SLC4A7 SLC4A8 SLX9 SPIC SPOCK1 SPOCK2 SPRR2A ST6GALNAC2 STRA6 SURF4 SYPL1 TBL1X TCF7L1 TERF1 TFDP1 TG THEG TLN1 TLR7 TM4SF1 TMEM150A TMEM214 TMEM266 TNFRSF4 TWSG1 VAMP5 VMP1 VNN1 WDR55 WFS1 WIZ WNK2 XCR1 YAP1 ZNF292 ZNF35 ZNF821 GSE9650_GP33_VS_GP276_LCMV_SPECIFIC_EXHAUSTED_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9650_GP33_VS_GP276_LCMV_SPECIFIC_EXHAUSTED_CD8_TCELL_DN ABCE1 AKIRIN1 ANAPC16 ANXA5 AP1M1 AP3M1 ARIH1 ARIH2 ARMC1 ARMC10 ATF6 BBLN BCL2L11 BLMH BMAL1 C6orf120 C9orf78 CALU CAMLG CCNDBP1 CCT4 CDCA8 CHP1 CIAO2A CIRBP CLNS1A CLP1 COPS5 CTNNB1 CXorf38 CYC1 DAP DERL2 DESI1 DNAJC9 DNM1 DPP3 DSC1 DUSP1 DUSP19 EDEM1 EIF1 EIF2B5 EIF2S1 ELAVL1 FAHD1 FOXO3 FOXRED1 FRMD6 FUCA1 GALK2 GGPS1 GHITM GINM1 GLIPR2 GLO1 GRIK1 GTF3A HADH HADHB HBB HCLS1 HIKESHI HMBS HMCES HNRNPAB HNRNPM HSD11B1 IGSF10 IKBKG IL10 IL10RA INTS7 ITGAL ITPA IVNS1ABP JKAMP KLF3 KLHDC2 KLRC1 LAMTOR5 LATS2 LDAH LEF1 LMAN1 LY75 MCEE METTL9 MIEN1 MLX MRPS33 MSH2 NAA10 NAE1 NDUFAF1 NDUFS1 NFKBIZ NTAN1 NUDT1 NUTF2 ORC5 PAFAH1B2 PAK2 PDE7A PDK1 PIAS3 PIK3CA PITHD1 PITPNC1 PLEKHB2 PLRG1 PLS3 PNPT1 POLR2M PPA1 PPM1B PPM1G PPP2R1B PRIM2 PRKAB1 PRKCH PSAT1 PSMD13 PTTG1 PUF60 R3HDM1 RAB2A RABEPK RAD17 RBM18 RBMXL1 RNASEH1 RNF13 RNF2 RNF34 RNPS1 SACM1L SAE1 SAT1 SDHA SEC61A2 SEH1L SELENOH SEMA4A SGK1 SGTA SLC1A5 SLC23A2 SLC25A20 SLC30A9 SLC35A1 SLC39A9 SLC4A7 SLC7A6 SMARCB1 SMIM20 SMU1 SNAPIN SNIP1 SNX1 SPTLC1 SRP68 SRPK1 SSNA1 STK38 STX6 SWI5 TADA1 TAF11 TBC1D14 TGIF2 TIA1 TIAM1 TIMM22 TIMM44 TIPRL TM9SF2 TMEM168 TMEM223 TMEM45A TMEM50B TNPO1 TOP3B TWF2 TXNL4A U2AF1 UBALD2 UBP1 URM1 UTP14A VDAC3 VPS25 WNT10A WSB2 WTAP XRCC6 YIF1A ZBTB25 ZDHHC6 ZIC2 GSE9650_GP33_VS_GP276_LCMV_SPECIFIC_EXHAUSTED_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9650_GP33_VS_GP276_LCMV_SPECIFIC_EXHAUSTED_CD8_TCELL_UP ABCD2 ACADVL ACE2 ADA ADAMDEC1 AFF4 AFP AGAP1 ALOXE3 ANXA3 AOPEP APOBEC2 ARID3B ARL8B ATG2A ATP13A2 B3GALT4 BAAT BCAR1 BCL3 BRS3 C1QC C1orf52 CACNA1G CADPS CALML5 CANX CARM1 CCL11 CFH CIZ1 CKMT1B CLDN11 CLRN3 CMBL CNIH2 COL19A1 COMTD1 COTL1 CP CPLX2 CPS1 CRISP2 CSK CTSK CXCL14 CYP2F1 DAZAP1 DBP DDRGK1 DMP1 DOCK7 DPP7 DPPA2 DPT DYNC1I1 EFNB3 EGR2 ELK1 ENTPD7 ERCC1 ERCC5 EYA2 FGF1 FGF10 FHL1 FIGLA FJX1 FKBP10 FMO3 FOXO4 FRK FSTL1 GABRB2 GABRD GAPDHS GCM2 GDNF GMPPB GPX2 H1-4 H1-5 HAO2 HAPSTR1 HCFC1R1 HLA-DMA HMX3 HOXD10 HSD3B7 HSPA4L HTR2C HTRA1 IGF2 IGFBPL1 IL1A INPPL1 ITIH1 ITIH4 KCNAB1 KHK KLF5 KRT27 LGMN LIMA1 LPP-AS2 LRP10 LY86 MAGEL2 MCAM MEOX1 MITF MLLT1 MRC1 MRPS2 MYH2 NAP1L2 NDUFA1 NDUFA13 NOP2 NR1H4 OGN P4HA2 PADI1 PAM PCDHA12 PDGFRA PDLIM7 PGR PHLDB2 PLA2G10 PLA2G4A POLRMT POU2F2 PRL PRR15 PTPN12 PTPRJ PTPRO PXMP2 RASGRF2 RGS16 RNF123 RORC RPP21 RPS14 S100A8 S1PR3 SAG SALL4 SAPCD1 SARS2 SCGB1A1 SCN7A SELP SEPHS1 SERPING1 SERPINH1 SF3A1 SFRP2 SHMT2 SHOX2 SIM1 SIX2 SLC11A1 SLC15A2 SLC35E4 SLC4A8 SMAD7 SNAI1 SPIC SPOCK1 STIM1 STRA6 SUB1 SURF4 TGM2 TGM3 TLE5 TLN1 TLR7 TNKS1BP1 TPK1 TRAPPC5 TRO TRPC1 TSPAN13 TWF1 TXNRD3 TYROBP WIZ WNT2B XCR1 YAP1 ZDHHC9 ZFP28 ZKSCAN3 ZNF467 ZNF799 ZNF821 ZNRF1 GSE9650_NAIVE_VS_EFF_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9650_NAIVE_VS_EFF_CD8_TCELL_DN ACOT7 ACTB ACTC1 ACTN4 ACYP2 ADAM19 AGPAT3 AHNAK AIP ANXA1 ANXA2 ANXA6 ARF6 ARHGDIB ASL ATP5IF1 ATP6V0E1 AURKB BATF BCL2A1 BHLHE40 BIRC5 BSCL2 BTF3 CAPN2 CAPNS1 CARHSP1 CASP1 CASP4 CASP7 CCL5 CCNE1 CCR2 CCR5 CD160 CD48 CD68 CDC34 CDK1 CDKN2C CDKN3 CHD7 COMMD1 COX17 CRIP2 CSTB CTLA4 CTSA CTSD CX3CR1 CXCR3 DAP DAPK2 DBI DCPS DENND5A DHRS1 DKK2 DLGAP5 DOCK5 DTL E2F8 ELOVL1 ENSG00000286190 ENTPD1 ERRFI1 ETFB FADD FAM89B FASLG FCGR2B FCGRT FGL2 FRG1 GABARAPL1 GABARAPL2 GALNT3 GEM GLRX GNG11 GNPDA1 GSTT1 GZMA GZMB GZMK HASPIN HK2 HLA-A HMGB2 HOPX HOXD13 HSD11B1 ID2 IFITM10 IFNG IL10RA IL18R1 IL18RAP ITGA4 ITGAL ITGAM ITGAX ITGB1 JAK1 KCNJ8 KIF22 KLRC1 KLRG1 KLRK1 LAMC1 LAMTOR5 LGALS1 LGALS3 LIG1 LITAF LMAN2 LPIN1 LRP10 LSM1 LXN MAPK3 MAPRE2 MBD2 MDFIC MED12L MIS18BP1 MNS1 MRPL27 MRPS16 MSRB1 MT2A MYO1F NDUFA8 NDUFB6 NDUFB7 NDUFV3 NRP1 P3H4 PADI2 PALD1 PCYT1A PGLYRP1 PLSCR1 PPIB PRDX4 PRELID1 PRF1 PRIM2 PRR13 PRRC1 PSMA2 PSMB10 PSMD8 PTGR1 PTPN13 PTTG1 RAC2 RACGAP1 REEP5 REPS1 RFC4 RHPN2 RNF14 RNF19B RORA RPS6KA4 RSU1 S100A10 S100A11 S100A13 S100A4 S100A6 SGO1 SH2D1A SH2D2A SIRT2 SLC66A3 SMAP1 SMYD1 SNRNP27 SNTB2 SNX10 SPDL1 ST3GAL4 STAB1 STARD10 TCF19 TMEM160 TMEM37 TRAPPC1 TSPAN31 TSPO TTK TXNDC5 UNC119 WNT3 XDH YBX3 YKT6 GSE9650_NAIVE_VS_EFF_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9650_NAIVE_VS_EFF_CD8_TCELL_UP ABCC5 ABCG1 ABLIM1 ACTN1 ACYP1 ADCY6 AKAP9 AKR1C4 AMPD3 ANKRD10 APEX1 APP ARMCX2 ARRB1 BAD BCKDHB C15orf39 C19orf48P C3AR1 CAMSAP1 CASK CCND2 CCR7 CCR9 CD2AP CD7 CDR2 CHERP CLK4 CNN3 CRAMP1 CRLF3 CTPS1 CTSS CTSV CXXC5 CYB5R1 DALRD3 DDC DDX47 DGKA DHX30 DNAAF10 DNAJB1 DNAJB2 DNAJC7 DPH5 DTX1 DUSP6 EEIG1 EML5 EPHX1 ETS2 EVL EYA2 FASN FKBP4 FNTB GADD45A GALNT11 GNL3 GRWD1 GSN HAGH HDAC2 HEXA HLA-DOB HPCAL1 HSD17B11 HSPE1 IDH2 IFRD2 IGF1R IGHM IKBKE IL4R IL6R IL6ST IL7R IMP4 IPO4 ITGAE ITPKB KANSL2 KCNN4 KCTD12 KIT KMT2A LIPA MAP1S MAP4K3 MAP7 MAX MBTD1 MDN1 METTL9 MFHAS1 MFN1 MORF4L2 MPP1 MRPL23 MTF2 MUC13 MYC MYCBP2 NCOA5 NECAP1 NEDD4L NIT2 NNT NOLC1 NOMO1 NOP56 NOTCH1 NR2C1 NSG2 P2RX4 P4HA1 PAN2 PCCB PCM1 PDK1 PELI1 PHTF2 PKD1 PLEKHA1 POLR1B POLR3A POU2F1 PRKD2 PRMT3 PSMG1 PTOV1 RAB3IP RACK1 RALGPS2 RAMP1 RBM38 RCC2 RERE RETREG1 RFLNB RGCC RGS10 RNASET2 RNF141 RNF38 RPL14 RPL5 RPL6 RPL7L1 RPS19 RPS3 RPS4X RPS6 SATB1 SCAMP1 SELL SESN1 SFXN2 SIPA1L2 SKI SKIC2 SLC11A2 SLC12A7 SLC44A1 SMAD1 SMAD7 SPRED2 SPSB1 SSBP2 ST6GAL1 SURF6 TBCEL TCF4 TCF7 TDRP TEC TIMM9 TLR6 TNNT1 TP53 TSR1 TTC27 TTC3 USP10 USP34 VKORC1 VPS37B WDR6 WFS1 XPC ZBTB20 ZEB1 ZMIZ2 ZNF281 ZNF282 ZNF638 ZNF692 ZNRF1 GSE9650_NAIVE_VS_EXHAUSTED_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9650_NAIVE_VS_EXHAUSTED_CD8_TCELL_DN ACADVL ACSL1 ADA ADAM7 AFP AGAP1 AHNAK ANXA3 AOPEP ARG1 ATF6 ATP5MF AUH BAAT BCL2A1 BHLHE40 BNIP2 BOP1 BRS3 CANX CCDC47 CCDC93 CCL5 CCN3 CCR5 CCRL2 CD244 CELF4 CFH CHL1 CISH CIT CIZ1 CKMT2 CLCA1 CLDN11 CLIC4 COCH COL19A1 COPRS CORO2B CPA3 CRISP2 CRYBB2 CRYZ CSF1 CSRP1 CTLA4 CTSE CXCR3 CYP2A6 DMAP1 DOCK7 DPP7 DPT DPY30 DUSP8 EEA1 EFHD2 EFNB3 EIF2AK2 ENTPD7 EOMES EPCAM EPHB6 ETV1 F2R F2RL1 FASLG FHL1 FJX1 FRMD5 GDAP1 GDNF GEM GJA1 GNPTAB GPM6B GSTM1 GSTM3 GTF3C4 GZMB H1-4 H1-5 H2BC5 H3C7 HASPIN HCFC1R1 HCN1 HINFP HMGA2 HMX3 HOXC6 HOXD10 HTR2C ID2 IFNG IKZF4 IL10RA IL1A IMMT KCNAB1 KCTD9 KHK KLRK1 KRT27 LAMC1 LCN2 LITAF LPP-AS2 LRP10 MAP2 MITF MMP14 MOCOS MRPL17 MRPL48 MRPS18A MRPS2 MRPS36 MYCL MYH4 MYO1F MYO6 MYRF NDUFA13 NELFE NQO1 OSBPL9 PARP1 PAWR PBDC1 PCLO PERP PHF7 PHLDB2 PLSCR1 POLD2 POLR2C PRDM1 PRRC1 PRXL2A PTPN12 PTPRJ RAB33B RASGRF2 RBM15 RELN RGS16 RHAG RNF123 RPA2 RPS14 S100A13 SASH1 SCAND1 SCN7A SCRG1 SEC14L1 SERPINB2 SERPINH1 SHMT2 SLC4A7 SLX9 SNRNP27 SPOCK2 ST6GALNAC2 STRA6 STX3 SUB1 SYPL1 SYT1 TBX15 TCTA TERF1 TGM2 TJP1 TLN1 TLR7 TM4SF1 TMEM150A TMEM266 TNFRSF1A TNFRSF9 TNFSF10 TNKS1BP1 TNNI1 TPK1 TRPC1 TRPC6 TUG1 UQCC5 VAMP5 VAMP7 VMP1 XCR1 YAP1 ZNF35 ZNF436 ZNF821 GSE9650_NAIVE_VS_EXHAUSTED_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9650_NAIVE_VS_EXHAUSTED_CD8_TCELL_UP ABCC5 ABCE1 ABLIM1 ACADM ACP5 ADCY7 ADD1 ADRB2 ANAPC16 ANAPC5 ANKRD10 ANTKMT AP3M1 API5 ARFGAP2 ARMC1 ATP6V0B ATP6V0C ATP8A1 AURKAIP1 B4GALT1 BRAP C18orf32 C5orf34 C8orf33 CACUL1 CALU CCND2 CCNDBP1 CCR7 CCT4 CCT8 CDC37 CHP1 CLIP1 CLK4 CNDP2 CNN3 CYBC1 DAP DCTN5 DDC DDX50 DEAF1 DGKA DNAJB1 DNAJC7 DUS1L DYM EEIG1 EIF2B5 EIF2S1 EIF3B ELOVL5 EMB EML5 ENG EXOSC7 EYA2 FAM107B FARSB FBL FBXL3 GABBR1 GALNT10 GALNT11 GFUS GGT5 GHITM GIT1 GLO1 GM2A GNPAT GSN GSTT2 GTF2I HADHB HBG2 HBS1L HDAC5 HEXA HPCAL1 HSD11B1 IDH2 IFRD2 IGHM IKBKE IL7R IMPDH2 INTS9 IPO4 ISYNA1 ITGB7 ITPA JKAMP KCNN4 KLF2 KLK8 LDAH LMAN1 LRWD1 LYSMD1 MAFK MAP1LC3B MAT2A MBP MBTPS1 METTL9 MLX MORF4L2 MRPL37 MRPS18B MTCH1 NCOA5 NDEL1 NSG2 NSMCE1 NUDT16L1 ORC5 P4HA1 PDE6A PHETA1 PHTF1 PIGX PIK3CD PIP4K2A PKD1 PLAC8 PLP2 PPDPF PPIF PRKCB PRKD2 PRMT3 PRPSAP1 PSAP PSMC5 PSMD13 PTPN6 PWP1 RABGGTA RAD17 RALGPS2 RAMP1 RBM38 RERE RFLNB RGS10 RNASEH2A RNF38 RNF5 RNPS1 RPN1 RPP25L RPRD1A RTCB RUFY1 S1PR4 SATB1 SELENOH SELL SEMA4A SEPTIN6 SESN1 SETD6 SGK1 SLC1A5 SLC66A2 SLCO3A1 SMU1 SNRNP40 SNTB1 SNX6 SPNS1 SPTLC1 SRCAP SRP68 SRPK1 SS18 ST13 ST6GAL1 TBCEL TDRP TEC TIA1 TIMM44 TMEM223 TMEM50B TUBB TWF2 TXNL4A UBA2 UBR4 USP24 USP39 VPS25 XIAP XPC YIPF1 YIPF3 GSE9650_NAIVE_VS_MEMORY_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9650_NAIVE_VS_MEMORY_CD8_TCELL_DN AARS1 ACOT7 ADAM19 AHNAK ANXA1 ANXA2 AOPEP AQP9 ATF6 ATN1 BCL2 BCL2A1 BHLHE40 CAPN2 CAPNS1 CASP1 CASP4 CCL4 CCL5 CCND3 CCR2 CCR5 CD160 CD44 CD7 CDC34 CDK4 CHPT1 CLDND1 CNR1 COX17 CRIP2 CRTAM CRYBG1 CST7 CTLA4 CTSD CTSW CXCR3 CYB5R3 CYFIP2 DAPK2 DENND5A DOCK5 DPM3 DPP7 DYM EEA1 EFHD2 ELL2 EMP1 ENPP1 EOMES EPN1 ERRFI1 ETFB F2R FASLG FCGR2B FGF13 FGF19 FGL2 FGR FOS FOSB FRAT1 FRMD5 GABARAPL2 GADD45B GATA3 GBP4 GDNF GLRX GNPTG GPC1 GSTO1 GZMB GZMK GZMM H1-0 HASPIN HCFC1R1 HLA-A HMGB2 HOPX HS1BP3 ID2 IFITM10 IFNG IGF2R IL10RA IL18R1 IL18RAP IQGAP2 ITGA4 ITGAX ITGB1 ITGB7 JUND KCNJ8 KITLG KLF10 KLF4 KLF6 KLRC1 KLRG1 KLRK1 KRTCAP2 LGALS1 LPIN1 LRRC8C LYPLA2 LYSMD2 MAP7D1 MAPRE2 MBD2 MDFIC MID2 MNS1 MOGS MX2 MYO1F N4BP1 NBEAL2 NELFE NFKBIB NRP1 NUCB1 ODC1 PACS1 PAM PCNA PFKP PGAM1 PGLYRP1 PHF13 PHYH PIM1 PLSCR1 POLR2L POU6F1 PPP3CC PRDX2 PRF1 PRR13 PRSS12 PTPN13 PTTG1 RBMX RECK RNF138 RNF19B RORA RPGR RPS6KA4 S100A10 S100A11 S100A13 S100A4 S100A6 SEPTIN1 SH2D1A SH2D2A SHC1 SLC25A53 SLC35E4 SLCO3A1 SLX9 SNTB2 SNX10 SORL1 ST3GAL4 ST3GAL6 ST8SIA2 STMN1 TBL2 TENT5C TMEM37 TNFAIP3 TNFRSF1B TNFSF10 TNNI1 TOB1 TRAPPC1 TSPAN31 TTC7B TULP4 TXN TXNDC5 UBC UNC119 UNC119B VKORC1 WEE1 XDH XRCC5 YBX3 YES1 ZFP36L2 ZMAT3 GSE9650_NAIVE_VS_MEMORY_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9650_NAIVE_VS_MEMORY_CD8_TCELL_UP ABCG2 ABLIM1 ACADM ACTN1 ADCY6 ADCY7 AKAP9 AKR1C4 ANAPC5 ANP32A ATP5IF1 BBS9 BIRC2 BIRC3 BLK BRD7 BTBD1 C3AR1 CANX CASK CCDC93 CCR7 CCR9 CD19 CD1D CD5 CD8A CD9 CDK2 CLK4 CNN3 CRAMP1 CSAD CSNK1E CTPS1 CTSS CTSV CXXC5 CYB5A CYTH3 DAP DCK DCP1A DDC DDIT4 DDX50 DDX6 DLG3 DNAJC7 DNTT DUSP6 EGR2 EML5 ENG EPHX1 ETS2 EXT1 FARSB FKBP4 FNTA GABRR2 GGT5 GPD2 GRIA3 GRK6 HBS1L HDAC1 HDAC2 HDLBP HLA-DOA HLA-DOB ID3 IDH2 IFI27L2 IFIT1B IGF1R IGHM IKBKE IL6R IL6ST INTS14 IRF9 ISG20 ITGAE JARID2 KANSL2 KCNA3 KIF23 KIT KMT2A LAPTM4B LAT2 LDLR LIPA MAP4K2 MAP7 MBTD1 MECR METTL9 MFHAS1 MIOS MPHOSPH9 MPP1 MRM3 MRPL37 MS4A1 MTF2 MUC13 MYB NAB2 NASP NCBP1 NDRG1 NEDD9 NRAS NRIP1 NSG2 NSMCE1 NUDT16L1 ORC4 OXCT1 P2RX4 P4HA1 PAN2 PBX2 PDK1 PHTF2 PIGX PIP4K2A PLAUR PLEKHA1 POLR3A POU2AF1 POU3F4 PPIC PRKCB PRKD2 PSAP PSMA5 PWP1 QRICH1 RAB3IP RALGPS2 RAMP1 RBX1 RETREG1 RFLNB RGCC RGS7 RNASET2 RNF14 RPF1 RPS6KA2 RPS8 RWDD4 S100PBP SEC11C SESN1 SFMBT2 SFXN2 SLC25A14 SLC30A4 SLC44A1 SMC4 SPCS2 SPSB1 SPTBN1 SQLE SRM ST6GAL1 STT3B TBCE TCF4 TCP11 TDRP TIA1 TLR6 TMEM191C TMEM245 TMEM50B TNFAIP8L1 TNNT1 TSPAN32 TTC14 TTC3 TUBA1A TWSG1 UBE2R2 UGCG ULK1 USP34 WDR26 WFS1 ZFAND5 ZFP1 ZFR ZNF281 ZNF292 ZNRF1 ZPBP GSE9878_CTRL_VS_EBF_TRANSDUCED_PAX5_KO_PRO_BCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9878_CTRL_VS_EBF_TRANSDUCED_PAX5_KO_PRO_BCELL_DN AACS ABCB6 ADA ADAM17 ADM AKAP1 ANG ANKRD37 AP1AR APOOL APPL1 ARHGAP11A ARHGAP19 ARMC6 ATAD5 ATL2 ATP6V1E1 ATRN BANK1 BDH1 BEND3 BOP1 BRCA1 BUB1 BYSL C15orf39 C2CD3 CBX1 CCDC34 CCND3 CCNE2 CD37 CD72 CD79B CD82 CDC123 CDC25B CENPF CENPH CENPK CHCHD1 CIAO3 CIP2A CLDND1 COQ7 COX11 CPSF2 CTPS1 CYP51A1 DBF4 DDIAS DHPS DIPK2A DLEU7 DNAJC21 DPAGT1 ECT2 EIF2AK3 ELP4 ENDOU ENPP1 ENPP6 EPRS1 FAM174C FAM3C FANCD2 FASTKD5 FCRLA FDPS FOXO1 FZR1 GARS1 GBP6 GCN1 GEMIN5 GK5 GPD1L GPSM1 GPSM2 GRIK2 GRWD1 GSTCD GTF2H2 HCK HDAC3 HSDL2 HSPD1 HVCN1 IKZF1 ILF2 ITCH JADE3 KCNK6 KIAA0040 KIAA0930 KIF11 KIF18A KPNA4 LAMC1 LGR5 LHFPL6 LY6D MAP3K1 MAP3K4 METTL1 MIPEP MRPL46 MRS2 MTG1 MTHFD1L MTHFD2 MYCBP NANS NDUFAF4 NEK2 NFYB NKRF NLN NR1D1 NSD2 NUP107 NUP58 OAZ2 OXNAD1 PAIP1 PCED1B PDE2A PDE3B PDE5A PIGR PIK3AP1 PLEKHF2 PLXND1 POC1A POLR3K POU2F1 PPHLN1 PRC1 PREP PTCD3 PYGO2 RAB35 RAD51 RARS1 RBM34 RBM8A REM1 RIOK1 RNMT RRAS2 SACS SAP130 SAPCD1 SCT SEC63 SH2D2A SLAMF6 SLC29A1 SLFN12 SNIP1 SNN SRFBP1 SRP19 SSR2 SUZ12 TDP1 TERT THOC1 TIMM8B TIMM9 TMCC1 TMEM177 TMEM183A TMEM26 TMEM263 TMEM81 TNFAIP1 TOMM70 TPX2 TRAIP TRIAP1 TRNT1 TXNDC16 UBE2L3 UBE2M URB2 USP42 VAPA VPS13D WDHD1 WDR18 WDR4 WDR62 YARS1 YME1L1 YPEL2 ZBTB11 ZFP64 ZNF428 ZNF518B GSE9878_CTRL_VS_EBF_TRANSDUCED_PAX5_KO_PRO_BCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9878_CTRL_VS_EBF_TRANSDUCED_PAX5_KO_PRO_BCELL_UP ABCG8 ABHD14B ABHD5 ACOX1 ACTN4 ADAM15 ADIPOR2 ADPRHL1 AKNAD1 ALYREF ANXA2 APOBR APOE APPL2 ARHGEF4 ART1 BAMBI BRWD1 C9 CA2 CCDC115 CCDC157 CCL4 CCNL1 CD96 CIC CLDN12 CLEC4E CNN2 COL6A2 COPZ2 CREG1 CRYZL1 CSNK1E CTBP2 CTSD DAG1 DAGLB DEF8 DENND1C DENND2D DOCK1 DOCK6 DTNBP1 DUSP1 ECE1 ECI2 EGR1 EIF3A ELAC1 EMB EMP3 ENG ESRRG ETFB ETV6 EVI2B EYA2 F2 F2R FAM110C FAM163A FCGRT FGF3 FGFBP3 FLNC FLYWCH2 FRMD5 G6PC2 GAK GALNT6 GJA10 GKAP1 GLB1 GLIS2 GLRX GLT6D1 GOLM1 GPR17 GPR75 GPX3 GRAMD1A GSR GSTM2 GSTM3 GSTO1 GUCY2C GYS1 HAGHL HEPHL1 HEXA HLA-C HPN HS1BP3 HSD3B2 HSPA12B IFFO2 IFRD2 IFT57 IL1R1 INS INSM2 ISLR ITGA6 ITPRIP JPH1 JPH3 KANSL3 KIAA1522 KLF9 KRT28 KRTAP15-1 LCP1 LDB1 LIME1 MAGED1 MAP1LC3A MATK MBOAT7 MCEE METTL3 MIB2 MS4A7 MXD1 MYO1D MYOF NAGA NBEAL2 NFIC NHLRC3 NR2E1 OGFRL1 PAFAH2 PDGFRB PDLIM7 PDZK1IP1 PELI2 PGGHG PKN1 PLEC PLSCR1 PPP4R4 PROX2 PRR12 PTGER3 PTN QRICH1 RBFOX3 RGMB RHBDL3 RHOF RIMBP2 RNASE6 RNF130 RNF217 RYK SELENON SELENOP SEPTIN9 SERTAD2 SGSH SIRT2 SLC25A24 SLC35C1 SLC35C2 SMAD7 SMC1B SORBS3 SPNS3 SRXN1 SSRP1 SUSD6 SVIP SYCP1 SYT11 TAP2 TBXAS1 TEX264 TGM2 TIE1 TMEM150A TMEM176A TMEM88 TNNI3 TNS1 TRIO TTC39B TTLL3 TUBA8 UCKL1 USB1 VCP VILL VSNL1 WDR13 XKR5 ZBTB17 ZFPM1 ZKSCAN5 ZNF653 GSE9946_IMMATURE_VS_LISTERIA_INF_MATURE_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9946_IMMATURE_VS_LISTERIA_INF_MATURE_DC_DN ACE ADCYAP1 ADGRG2 AHDC1 ALDH1L2 ALG8 AMPH AOC3 APOL6 ARF6 ASAH2 ASB11 ASB2 ASCC2 BCAP29 BCL2L14 BMP6 BTF3 BTRC C1QL4 CCDC141 CCDC184 CDH12 CDK5R2 CENPC CGA CLCN1 CLU COX20 CTH CTHRC1 CYFIP1 CYP2R1 DRAM2 EEF1AKMT2 EGFL6 ENTPD1 ESM1 FAM169A FBXO4 FER1L4 FGF6 FIBIN FRMD3 GAP43 GEMIN8 GNG2 GPN1 GPX2 GRB7 GYPA GYS2 HMGN3 HOXA9 HOXC10 HTR6 IFITM3 IGF2BP1 IK IL22RA2 ISG20 KCNK13 KLHL23 KRTAP26-1 LGI2 MARCHF1 MESP1 MGST1 MICAL2 MIR1-1 MIR543 MIR653 MIR7-1 MRPL49 MRS2 MTHFD2L MTREX MYOF NHLRC1 NRP1 NUP160 OSGEPL1 OXSM PABPC4 PAQR3 PDE5A PIK3AP1 PLA2G12B PLXNB3 POU2AF1 PROCA1 PSMB11 PTGR3 PTGS1 RAB3GAP2 RAD50 RBM15 RBPJ RDH5 RGR RGS18 RNF13 RPS14 RTKN RTN4R SCN11A SDC4 SEC14L3 SERPINB12 SLC16A14 SLC35A2 SLC35F1 SLC37A1 SREK1IP1 SSC4D SYNGAP1 TBC1D5 TCEAL8 THNSL2 TMEFF1 TMEM164 TMEM165 TMEM82 TNNT1 TPI1 TPPP2 TRIM24 TRIM72 UIMC1 UPK3B USPL1 VAMP7 VLDLR GSE9946_IMMATURE_VS_LISTERIA_INF_MATURE_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9946_IMMATURE_VS_LISTERIA_INF_MATURE_DC_UP ABO ACOD1 ADRA2A ALLC ATP10B ATP6V1D BEGAIN C9orf78 CAGE1 CCDC146 CCDC148 CHGB CHRDL1 CLDN19 CMBL CNGA4 COL1A2 COL6A1 COX8BP CPA1 CRACR2B CRYGS CST11 CTCFL CWC25 DAB1 DDR1 DDX52 DNAJB9 ECEL1 EFCAB10 EHMT1 EIF2B5 ELN FAM114A2 FAM168B FAM53C FAM83E FGF23 FOXE3 GARIN4 GARIN5A GCN1 GEMIN5 GET3 GFI1B GLRB GOPC GPATCH3 GPIHBP1 GSX2 HCK HECW1 HES7 HLF HOXD11 HSPG2 HTR3B IFNA4 IL23R IMP4 KCNJ2 KCNK2 KCNMB2 KCNV1 LCAT LRRC18 LRRC7 LRRK2 MAGI2 MARCHF11 ME1 MIR185 MIR19A MIR412 MIR676 MIRLET7B MMP20 MORC4 MPP1 MS4A7 NBEA NCDN NDRG3 NIP7 NIPAL2 NIPAL4 NKX3-2 NOXO1 NTN1 OBSCN PCDH12 PDAP1 PDLIM2 PHOX2B PIM2 PLCD3 PLCXD2 PLD1 PLD2 PPFIA2 PRKG2 PRRX2 PSKH1 RIC3 RNF115 RNF185 SDK1 SFTPA1 SH3BP5 SHISAL2A SLC23A2 SLC35E1 SLC6A16 SMPD3 SP2 SPACA3 ST18 STARD13 SUCNR1 SYN2 TAFA3 TCAF2 TERB1 TFIP11 THBS1 TMEFF2 TMEM174 TMTC2 TRAK1 TRAM2 TRAPPC3 TRIM42 TTC12 UBE2J2 USP26 ZBTB44 ZBTB46 ZNF394 ZSWIM4 GSE9946_IMMATURE_VS_MATURE_STIMULATORY_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9946_IMMATURE_VS_MATURE_STIMULATORY_DC_DN ACE ACE2 ACTRT3 ADGRG5 ANPEP ARHGEF5 ARL9 BCAP29 BICC1 CACNG5 CAVIN1 CDH7 CDR2L CER1 CES4A CHST1 CLEC7A CNTNAP4 COLGALT2 CSMD3 CTHRC1 DIO1 DIXDC1 DYDC1 EDA EGFR ELL2 EPM2A FAM178B FAM187B FBXO39 FBXO4 FGG FKRP FMNL2 FOLH1 FOXB2 FOXI1 FREM2 FTO GABRD GADL1 GJB5 GLIPR1L2 GNG8 GP2 GPR161 HDGFL1 HEBP1 HOXB3 HOXC6 HSD3B2 HTR1A IL2RA JAG1 KCNAB1 KCNC3 KCNK12 KCNT1 KHDRBS3 KLHL23 KREMEN2 KRT16 LCLAT1 LELP1 LFNG LGI2 LRIG3 LRRC7 LRTM2 ME1 MEP1B MICAL2 MIR139 MIR20A MIR448 MIR455 MOCS3 MOGAT2 MSR1 MYO16 MYO1D MYOF NMBR NR1H5P NT5C1B OPN3 PBLD PCDHB1 PDHA2 PKHD1 PLA2G2D PLA2R1 PLB1 POU4F1 PPP6R1 PRDM13 PRL PRSS3 PRSS33 PSD PSMB11 PTH2 RAB39A RAP2A RGS9 RTKN S100A8 SCN11A SCTR SDC4 SEC16B SFXN2 SIGLEC1 SIX4 SLC12A5 SPATA7 ST18 TARM1 THAP12 THNSL2 TMEFF2 TMEM165 TMEM217 TMEM35A TMEM82 TMX1 TNFAIP6 TNMD TOMM20L TPD52 TREML4 TRIM40 TRIM50 TRIM72 VLDLR WWTR1 GSE9946_IMMATURE_VS_MATURE_STIMULATORY_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9946_IMMATURE_VS_MATURE_STIMULATORY_DC_UP ABRA ACY3 ADD1 ADSS2 ALS2CL AMPD1 AP3S1 AQP11 ARHGAP29 ATP6V0D1 ATXN7L3 AXIN2 BTRC CAND1 CBFA2T2 CCNK CD5 CDKN2AIP CHCHD3 CHGB CHIC2 CHMP4C CMBL CTDNEP1 CYP4X1 DAB1 DDR1 DDX23 DNAJB9 DSE DYNC1LI1 EIF2S2 EML1 ERLIN2 ESRP2 FAF2 FAM170A FAM50A FAS FBRS FCGRT FGD5 FMNL1 GGCX GPR101 GPRIN2 H1-3 HINFP HYLS1 IL17RA IL21R ITGA6 KLHDC2 KRT27 KRT8 LIMS1 LNX2 MAGEB17 MAPK6 MAT2B MBD6 METTL8 MFSD6 MIR217 MIR340 MIR488 MMP20 MOSPD3 NAT1 NDOR1 NEBL NEPRO NSA2 NUDCD3 NUP210 OCLN OGN OLR1 PLAAT3 PLCXD2 PNMT POM121L2 PPP1R15B PRRT3 PXYLP1 RALBP1 RASGRP2 RBBP5 RDH5 RNF123 ROM1 RPL7A RRAGD SAP30BP SARNP SEH1L SETD1B SFRP4 SH3BP5 SIAE SLC13A2 SLC35E1 SLC66A1 SLC6A5 SMAP2 SNCA SNX4 SPAST SPRR3 SRP72 STAT3 STAT6 TAS1R3 TCF4 TERB1 TGFBR3 TLE1 TMC5 TMEM81 TMEM9B TRIM26 TSPAN1 TTC3 TTC38 TTC7B UIMC1 VAV1 VRK3 WDFY1 WSB2 XDH ZBTB9 ZFAND3 ZFP30 ZFP36 ZNF394 ZXDC GSE9946_IMMATURE_VS_PROSTAGLANDINE2_TREATED_MATURE_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9946_IMMATURE_VS_PROSTAGLANDINE2_TREATED_MATURE_DC_DN AADAC ACTRT3 ADGRF2 AHNAK ALG8 AMOTL2 ANGPT4 ARHGDIG ASGR1 ATP5MC1 AVIL B3GNT8 BATF3 BBS12 BCAP29 BLM BPIFB1 BRCA2 BSX C1QL4 CAMP CARMIL3 CASP3 CER1 CKAP5 CRLS1 CTH CTHRC1 DMPK DPYD DRD4 EGFL6 EGFR EPHB3 EPS8 ESM1 FAM170A FLG2 FMO3 FNBP1L FOXB1 FOXI1 FREM2 FUT7 GABRB2 GEM GJA4 GMDS GNG2 GPN1 GTPBP10 GTSF1L H2AC8 HAT1 HCN1 HFM1 HIGD1B HLX HOMER2 HPSE ICA1 IFITM3 IL1RAPL2 ILDR1 INTS4 KCTD8 KIF15 KIF4A KIT KLHL1 KREMEN2 KRT12 KRTAP19-7 KRTAP26-1 KY LBX1 LHX9 LMTK3 LORICRIN MAGEA10 MCTP1 MDM4 MFSD14B MIR370 MIR378A MIR380 MLPH MMEL1 MRE11 MTCP1 MYADM MYH1 MYO16 NCALD NCAPG NEK1 NGRN NXNL2 ORAI2 PABIR2 PACRG PAFAH1B2 PALB2 PAQR3 PELI2 PLB1 POLA1 PRELID3B PSMC2 RAB9B RAD50 RAP1A RAP2A RGS9 SCN4A SEMA3A SHCBP1 SHROOM3 SPINT3 SSR2 SYNE2 TCERG1L TMCC2 TMEM165 TMEM72 TNFAIP6 TNFRSF17 TOPBP1 TPPP3 TRIM29 TRIM72 TSNAXIP1 TSPAN10 TSPAN15 TSPAN4 TTK UCHL5 UIMC1 UPRT USP44 VPREB1 VWCE WDHD1 XRCC3 ZBTB16 ZFYVE9 ZNF235 GSE9946_IMMATURE_VS_PROSTAGLANDINE2_TREATED_MATURE_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9946_IMMATURE_VS_PROSTAGLANDINE2_TREATED_MATURE_DC_UP ABLIM3 ACAN ADAM7 AGFG1 ALKAL1 AMIGO1 ANO3 APBB1IP ATXN7L2 AVPR1A AXIN1 BEGAIN BTG1 C14orf39 CCDC148 CEP126 CFAP100 CHGB CMTR2 CNN1 CNN3 COL28A1 COX8BP CPQ CSRNP2 CSTL1 CTDNEP1 CUX1 DMRT1 DSP ESRP2 FAM114A2 FAM168B FASTKD1 FEM1A FILIP1 FRAT1 GALNT18 GCK GCN1 GEMIN5 GGCX GPC2 GPR4 GPRIN2 GTF2I GTPBP4 GUCA2A HGS HMX2 HNRNPK HS3ST5 IGFBP1 IL21R IL6ST ISCU ISM1 ITGA6 ITPKC JOSD2 KCNA6 KHDRBS3 KLF3 KRBA1 KRT2 LEF1 LRIG3 LSAMP MAP3K3 MARCHF11 MATN2 MCTP2 MICAL2 MIR17 MIR19A MIR376B MIR488 MYO15B N4BP2 NANOS2 NCOR2 NELFA NFATC3 NIPAL2 NIPAL4 NRG3 NRIP1 NSA2 NT5M OCLN PCDHB7 PHF2 PI15 PLBD2 PLCXD2 PML PNMA2 POGZ PPP1R11 PRF1 PROM1 PRSS58 PTK2B PTPRU RIC3 RRP1B SAA2 SAP30BP SERTAD1 SETD1B SF1 SH3TC2 SLC11A1 SLC13A2 SLC22A25 SLC30A9 SLC6A3 SMAD7 SSTR2 STAT3 STMN4 SUGCT SV2B TAF8 TBX20 TBX6 TCF7 TCP11L2 TGFBR3 THBS1 TNIP1 TOLLIP TTC38 TXNL4B UBAP2 UBC USP12 USP42 UTP4 VDR VPS39 VPS4B ZBTB49 ZC3H12C ZC3H12D ZDHHC18 ZFAND2A ZFP30 ZFP57 ZNF394 ZSWIM4 GSE9946_LISTERIA_INF_MATURE_VS_PROSTAGLANDINE2_TREATED_MATURE_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9946_LISTERIA_INF_MATURE_VS_PROSTAGLANDINE2_TREATED_MATURE_DC_DN ACE ACE2 ACTBL2 ALDH3B1 ARHGAP36 ARHGDIG ASPG B3GALNT1 B3GNT8 BMP2 BMPR1B C7 CACNG3 CCDC33 CDH7 CIDEC CLEC4F COL23A1 COPZ2 CPB2 CRYBB1 CTH CYGB CYP26B1 CYP2G1P DACT2 DENND6B DERA DISC1 DRG1 DUSP21 EEF1AKMT1 EGF EGFR EMP2 FAT3 FCGR2B FER1L6 FGF12 FGFR4 FSHB GAP43 GARIN1A GCKR GPHA2 GSDME GTSF1 GUCY1B2 GYS2 HEBP2 HMGN2P6 HORMAD2 KCNQ1 KRT12 KRTAP26-1 LELP1 LIPH MAP3K9 MARCHF1 MARVELD3 MDGA1 MGAT3 MICAL2 MIR370 MIR378A MIR448 MIR455 MIR543 MIR7-1 MSLN MYO16 NAPSA NECAB2 NETO1 NIP7 NOL7 NOTCH4 NPNT OSGEPL1 P4HA3 PCDHB17P PDZK1IP1 PIWIL4 PLEKHH2 PLIN5 PLPP3 PNMA3 POPDC3 PSMA8 PTH2 PXDN RAB18 RAB27B RGS9 RPS11 SFXN2 SLC2A5 SLC34A3 SLC38A11 SLC38A4 SPINK5 TAF1D TBX5 TEKT1 THNSL2 THSD1 TMCC2 TMEM126B TMEM17 TMEM217 TMEM229A TMPRSS11A TPI1 TRIM50 TRIM72 TRPM5 TSLP TSPAN7 UROS VBP1 VLDLR ZGLP1 GSE9946_LISTERIA_INF_MATURE_VS_PROSTAGLANDINE2_TREATED_MATURE_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9946_LISTERIA_INF_MATURE_VS_PROSTAGLANDINE2_TREATED_MATURE_DC_UP ABCD4 ACTN2 ADAM5 ALLC ANKRD61 ATP6V0A2 ATP6V0D1 ATXN7L1 BRIP1 CACNB3 CBFA2T2 CCDC115 CCNO CEP126 CEP68 CFAP100 CLCA4 CLEC1A CMA1 CYLC1 DCP1B DDX54 DEFB4A DOP1B DRP2 EAF1 EIF2S2 ETV1 F2R FAM117B FAM168B FAS FBXO48 FGA FLNB FMNL1 GATC HAUS2 HDLBP HDX HGS HIPK2 INF2 INPP5A IPO5 KCNK18 KLHL38 KRTAP7-1 LCN8 LNX2 LRRC7 LRRC8B LSP1 MAPKAP1 MCM3AP MDM1 MED24 MINPP1 MIR496 MLXIP MOSPD3 MRO NCOR2 NEB NET1 NEU4 NF1 NGFR NOD1 NPAS4 ODAD4 P3H3 PBX1 PDP2 PLN PML PPP1R37 PRKAR2A PRSS58 PSMA2 PTK2B RANBP10 RBBP5 REG3A RFTN1 RGS18 RHBDL1 RIN1 RNF185 RNF222 RPS6KA2 RRP1B SCLY SERPINI2 SETD1A SFRP4 SH3BP5 SH3RF1 SHBG SIN3A SLC12A2 SLC1A3 SLC45A2 SLITRK2 SMAD3 SNED1 SORL1 SPEN STAT3 SUFU SUSD1 TAF8 TLE1 TMC5 TMEFF2 TRAK1 TRIM26 TRIM40 TRIM52 TSPAN1 UBAP2L UBQLN1 UFSP1 USP42 VAMP2 WDR86 WRAP73 ZCCHC2 ZFP57 ZFYVE19 ZHX2 ZIC3 ZMYND12 ZYG11A GSE9946_MATURE_STIMULATORY_VS_LISTERIA_INF_MATURE_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9946_MATURE_STIMULATORY_VS_LISTERIA_INF_MATURE_DC_DN ADAMTSL2 ADM AK9 ARHGAP36 ATP6V1G3 AWAT2 CABP5 CADPS2 CAPZA2 CARMIL3 CASP3 CCN5 CDH7 CDRT4 CELA3B CGA CHDH CHRM5 CPNE2 CPQ CXCL3 CXCR4 CYP51A1 DDN DEPDC1 DSCAML1 DYNLL1 DYSF EGF EGFR ERO1B FAM131C FFAR3 FGF22 FGFR4 FITM1 FREM2 FUT7 GALNT14 GAREM1 GGT1 GJC1 GPIHBP1 GPR156 HCN4 HMOX1 HOXB3 HSPA5 IL12A IL1R1 IL36A IL36G IL7 ISG20 JAG1 KBTBD13 KCNK12 KCNK2 KLF5 KLHL1 KLHL29 LCAT LELP1 LMCD1 LPL LRFN3 LRRC30 MAGEA10 MEP1B MESP2 MGAT3 MIR196B MIR222 MIR485 MMEL1 MYH1 MYO1C NAA11 NAT1 NEU2 NKX2-2 NPHP3 NUP210L OBSCN OXTR PACRG PALB2 PDE5A PGK1 PHLDA1 PIK3AP1 PLB1 PLIN5 PLP1 PLS1 PNMA2 PSMB11 PTH2 RAP2B RCAN2 RPL39L S100A8 SCN4B SCRT1 SDC4 SEZ6L SLC22A13 SLC22A4 SLC6A16 SPCS3 SPINK6 SRPX SRY SSR1 STT3A TBX5 TMEM72 TNFSF18 TPD52 TPI1 TRIM29 UNC45B UPRT VSIG2 VSTM2B WFDC13 WTIP YIPF7 YJEFN3 ZBTB32 ZDHHC11 ZFYVE9 GSE9946_MATURE_STIMULATORY_VS_LISTERIA_INF_MATURE_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9946_MATURE_STIMULATORY_VS_LISTERIA_INF_MATURE_DC_UP AFG3L1P AGK ALKAL1 AMIGO3 ANKS6 AP1M1 ATP6V0D1 ATXN7L1 C2CD6 CCDC115 CCDC32 CCDC70 CHMP7 CLCA4 CLTA CNGA1 CRP CTNS CUX1 DAG1 DAPK3 DCTN1 DIS3L2 DNTTIP1 DSE DYNLT5 ECSIT EIF2B5 EIF4B EIF4EBP2 EXO5 F2RL1 FAM117B FAM168B FCGR3A FFAR4 FMO5 GEMIN8 GGCT GLG1 GNS GPRC5B GRB7 H2BC21 HDHD2 IL1RAP IL6ST ITPKC JOSD2 KBTBD3 KRBA1 LEF1 LFNG LRIG3 MAF MAN2B2 MAP3K3 MARVELD3 MED15 MIR340 MOSPD3 MRPL46 NAF1 NCOR2 NDRG3 NDUFS5 NEK9 NELFA NIPAL1 NKAPL NMRK1 NPW NUP210 ORM1 PDLIM2 PDLIM5 PHF2 PIGK PJA1 PLAAT3 PLEKHM1 PML PPP1R15B PPP1R21 PRKAR2A PRR3 PSME2 RAD52 RHOG RIN3 RNF222 RPS8 RPUSD4 RRS1 RUNX3 SAP30BP SETD1B SH3BP5 SIPA1L3 SLC35E1 SLC45A2 SLC66A1 SMAD3 SMAD7 SNIP1 SP2 SPATA2L SUFU TBC1D9B TGFBR3 TLE1 TM2D2 TMCC1 TMCO2 TMEM81 TOR3A TRIM40 TRMT5 TRPC5 TSPAN1 TTC7B UPF3A VEZT ZBTB49 ZBTB7A ZC2HC1A ZCCHC3 ZFYVE1 ZFYVE19 GSE9946_MATURE_STIMULATORY_VS_PROSTAGLANDINE2_TREATED_MATURE_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9946_MATURE_STIMULATORY_VS_PROSTAGLANDINE2_TREATED_MATURE_DC_DN AADAC ACSF3 ACTRT3 ADAM9 ADCYAP1 ADRB1 ANK2 ANKFN1 ARHGAP36 ARHGEF17 ARHGEF5 BLNK BPIFB1 BTF3 C1QL4 CALHM1 CASP3 CCN5 CDH7 CEACAM5 COPS3 CRCT1 CRHR1 CRYAA CTHRC1 CTSLP3 CYP51A1 DISC1 DMPK DRD2 DYSF EFR3B EGFR ELFN1 ELN ENG FAT1 FBLN5 FCGR2B FGF18 FKBP6 FLG2 FNBP1L GABRB2 GAREM1 GDF6 GJA4 GJB4 GJC1 GNG11 GOLGA8A GPIHBP1 GPR20 HSD3B2 IL6 IL9 JAG1 KANK2 KCNA1 KCNC1 KRTAP19-7 L3MBTL1 LCE3B LCN2 LRFN3 LRFN4 LRTM2 MANSC1 MESP2 MGST1 MIR130A MIR205 MIR219A1 MIR448 MIR543 MIR551B MSLNL MSX1 MYH11 NEK1 NEO1 NHLRC1 NKPD1 PCDHB13 PDZRN3 PIK3C2G PIWIL4 PLA2G4E POLA1 PRSS3P1 PTGDS PTPN5 RAB15 RAB39A RAP2A RASAL2 RBM24 REM2 RNF144B RPRM RSPH6A S1PR3 SDC4 SERPINB12 SLC27A2 SLC28A3 SMOC2 SOX10 SPINT3 SSC4D SSTR3 SYCP2 SYNPO TCEAL8 TCHH TDRD12 THNSL2 TMEM198 TMEM217 TNFRSF13C TNMD TPD52 TRPV4 TSNAXIP1 TSPAN15 TTC36 UCN UIMC1 UNC45B UNC5B VLDLR VPREB1 VSIG8 VWCE XKR4 ZCCHC8 ZFR2 GSE9946_MATURE_STIMULATORY_VS_PROSTAGLANDINE2_TREATED_MATURE_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9946_MATURE_STIMULATORY_VS_PROSTAGLANDINE2_TREATED_MATURE_DC_UP ABLIM3 ACTR5 ADPGK ALPK2 AMIGO3 ANKRD60 AOAH ARMC1 ATP6V1D ATXN7L3 AXIN1 B4GALT6 C7orf25 CACNA1F CACNB3 CALHM6 CCL26 CD2 CD200R1L CFAP100 CHMP7 CHODL CLDN12 CPB2 CRP CXCR2 CYLC1 CYP2G1P CYP4X1 CYRIB DCTN1 DIPK1A DIS3L DNAJB9 DSP EARS2 EIF2AK1 EIF3B EIF3E ESRP2 FAM168B FEM1A FFAR4 FIZ1 FRAT1 GALC GEMIN4 GJA5 GLRB GRK6 GUCY1A2 HECW1 HIGD1A HNF1A HOXC13 HSPBAP1 IFRD2 IL23R IL6R ITPA ITPKC JMJD4 JOSD2 KCNK18 KCTD1 KLHL38 LAMTOR3 LFNG LRIG3 LRRC7 MAP3K3 MAPKAP1 MARCHF8 MINPP1 MIR217 MIR450B MLST8 MON2 MRO NCF2 NFATC3 NRK NSG1 NTNG1 OAS2 OGN ORM1 PDCD10 PIGR PLEKHM1 PNMA5 POLR2M PPRC1 PRAME PRPS1L1 PSMD7 PTGIS PTPRU PWWP3B QSOX2 RFTN1 RPAP3 RPS6KA2 RRP8 SERPINB8 SETD1A SHARPIN SLC25A18 SLC66A1 SORL1 SPATA2 SPATA2L SPINK8 STAT3 TAS1R3 TCAF2 TCF7 THOC5 TMCO5A TMEM174 TMEM81 TMIGD1 TNFAIP8L2 TRIM40 TRMT10B TTC38 TTLL5 TXNL4B UBA2 UCMA UCN2 VIPR1 WSB2 ZBTB44 ZBTB9 GSE9960_GRAM_NEG_VS_GRAM_NEG_AND_POS_SEPSIS_PBMC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9960_GRAM_NEG_VS_GRAM_NEG_AND_POS_SEPSIS_PBMC_DN AASDH ADAM12 ADNP AGTPBP1 ALG5 ALKBH7 ANKFY1 ANKRD34C ANO6 ARL3 ARRDC3-AS1 ATAD2 ATP5MJ ATP6V0E2 BAG4 BAIAP2-DT BOLA3 BPNT1 BRK1 BST1 C22orf39 C2CD5 CCNB1 CCNG1 CDIPT CEPT1 CFAP68 CHCHD2 CIBAR1 CISD3 CKMT2-AS1 CMTM3 COA5 COX11 COX16 CPOX CRLS1 CRNKL1 CRYBG3 CSTPP1 CTNND1 CUL4B DAP DET1 DICER1 DTWD2 ELP1 ENOPH1 EP400 ETFA FAAP20 FAM199X FBXO11 FDXACB1 FGFR1OP2 GALNT7 GFM1 GLCE GMCL1 GOLM2 GORASP2 GPAM GPX1 GSTM1 GSTM4 HAT1 HAUS3 HIF1AN HINT1 HNRNPA3P1 IGHA1 INIP IPO8 KCTD18 KCTD3 KIAA1586 KIF9 KLHL15 KLHL7 KMT2C LRBA MAP1S MED23 MRPS16 MTCH1 NAPEPLD NAXE NCOA2 NCSTN NDUFB6 NDUFC1 NENF NIFK-AS1 NMB NRF1 NUP133 OGFOD2 OGFOD3 OST4 PDIK1L PET117 PEX12 PGM2 PHPT1 PIGY PIK3C2A PJA1 POLR1D POLR3C PPIH PRMT3 PSENEN PSMG3 PSTK PTGR2 PVALB PWWP2B RBIS RCL1 RETREG2 RNASEH2B RNF111 RNF170 RNF220 ROMO1 RP9P RPS18 RPUSD2 RRP8 RSL24D1 RUVBL2 RWDD1 S100PBP SDHAF2 SDHAF4 SEPTIN6 SERGEF SGMS2 SKIC8 SLC22A18AS SLC25A39 SLC25A43 SLC35B2 SLF1 SMARCD3 SNAP23 SNRPN SOS2 SPCS1 SSBP3 STK32C SWI5 SYTL5 TCFL5 TFAM TFB2M TMCC1 TMEM106B TMEM14B TMEM258 TMEM42 TMLHE TNFAIP8L2 TNKS TNRC6B TOMM22 TPMT TRIM52 TRIQK TRUB1 TSEN15 TUSC2 TXNDC12 TXNDC17 UBE2D4 UNC119 VPS13B VPS54 ZBTB41 ZBTB9 ZFP69B ZKSCAN4 ZNF137P ZNF14 ZNF184 ZNF2 ZNF28 ZNF473 ZNF542P ZNF548 ZNF567 ZNF573 ZNF582 ZNF583 ZNF780A ZNF780B ZNF8 ZNHIT6 ZRANB1 GSE9960_GRAM_NEG_VS_GRAM_NEG_AND_POS_SEPSIS_PBMC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9960_GRAM_NEG_VS_GRAM_NEG_AND_POS_SEPSIS_PBMC_UP ADAMDEC1 ADCY1 AK4 ALOX15B ANKRD33B ASIC4 ATOSB AXIN2 BASP1 BDKRB1 BRCA1 BTBD19 BTG1 CADM4 CALCA CARMIL2 CC2D1A CCL5 CDH18 CDHR2 CDKN2A CERS3 CES4A CFB CHST2 CHTOP CLCN6 COBL CRLF2 CSPG4BP CUL1 CXCR6 CYP19A1 DDX50 DGKA DLG3 DLGAP4 DLX2 DTX2 EBI3 ECE1 EFNA5 ELAVL3 ENSG00000237870 EPM2AIP1 ESPNL ETV3 FENDRR FGF17 FLJ30679 FSCN1 GAL3ST1 GLP1R GNG4 GPRIN2 GRIK4 GRIN2D GSX2 GTPBP4 H2BC21 H2BC8 HAGH HBM HCN3 HELZ2 HES4 HRG HTR3B IDO1 IFI44 IFI44L IFIT1 IFIT2 IFIT3 IFITM1 IFITM2 IFITM3 IGF2-AS IGKV4-1 IL4R IQCC IRF1-AS1 ISG20 JAK3 KCNE1 KLF5 KLHL1 KRTAP7-1 LAD1 LARP7 LCN1 LENG9 LINC00491 LINC01118 LINC02210 LINC02800 LRRC17 LSS LY75 MAN1B1-DT MATCAP1 MBD2 MC1R MDGA1 MIP MIR23AHG MIR3142HG MMP24 MMP28 MPHOSPH10 MTRF1L MUC6 MX1 MYH10 NAPA NBAT1 NCR2 NDP NEURL3 NEUROG1 NFATC2IP NLRC5 NPBWR1 NSMF NUB1 NYX OAS2 OR1J4 OTUD5 PARP14 PASK PAX6 PCGF5 PCSK9 PDE6G PDZD9 PNPT1 PNRC2 POU3F4 PPARGC1A PRSS2 PTCD1 PTPRF RAB40A RBBP8NL REC8 RRAGC RUFY3 SAMD9L SCART1 SCN5A SCP2D1-AS1 SHFL SHISAL1 SHROOM3 SIX1 SLAMF7 SLC18A3 SLCO5A1 SP110 SP140 SPTBN2 STAT1 STAT2 SYT5 TAB1 TBX5-AS1 TCF7 TM6SF2 TMEM252 TMEM30B TMEM41A TNFAIP6 TNFRSF9 TNPO2 TRAF1 TRDN TSPAN33 TUBB4B TXN UNC93B1 UPK2 USP18 VRK3 VRTN WHAMM WWC1 XAF1 ZGPAT ZNF827 GSE9960_GRAM_NEG_VS_GRAM_POS_SEPSIS_PBMC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9960_GRAM_NEG_VS_GRAM_POS_SEPSIS_PBMC_DN ABHD14A ACBD5 ADORA3 ALDH5A1 AMDHD1 ANAPC15 ANKRD34C ANKRD6 ANP32A AP1B1 AP3S1 APBA1 APMAP ARHGDIB ATM ATP6V0A1 ATP6V0E2 ATP6V1D ATRN AVL9 AVPI1 B3GNT2 BAIAP2-DT C11orf21 C16orf54 C7orf50 C8orf33 CBX1 CCDC88A CCPG1 CD22 CD302 CDC40 CDK19 CHPT1 CLIP4 CLN3 CLN6 CNOT6L COMMD3 COMTD1 COQ4 COQ8A CORO2A COX11 DENND4C DIPK2A DOK2 DTWD1 DUSP28 DYRK2 DYRK4 EHMT2 EIF4EBP1 EPAS1 EPB41L2 ERCC5 ERP29 ETFRF1 EVI5 EXOC4 FAR1 FBLIM1 FCGRT FGD4 FN3KRP FOXRED2 GANC GATM GCLC GDE1 GHDC GLB1 GPAM GPRIN3 GRN HACD2 HACD3 HADH HDHD5 HDLBP HEXA HTT IARS2 IQGAP2 ITM2B KCNE3 KCTD18 KIAA2013 KPNA3 LAMP2 LRMDA MAP1S MAP4K3 ME3 MEGF9 MGAT4B MMD MRTFB MSH2 MTMR10 MTMR12 MXI1 MYCBP2 NBPF10 NDUFB10 NDUFC2 NLRC4 NMNAT1 NPL NUFIP2 OMA1 OSGEP P2RY13 PAK1 PAQR8 PARVG PCM1 PCYOX1 PDE7A PDK3 PEMT PEPD PHYH PLA2G15 PLBD1 PLBD2 PLCB2 PLEKHA8 PLXDC2 PMFBP1 PMS1 POGK PPM1M PRORP PTGFRN PTPN18 PXMP4 QKI QSER1 RAB4A RAP2B RBL2 RHOB RIN3 RNASET2 RNF113A RNF125 RNF141 RNF181 RPN1 RPUSD2 RTL10 SCCPDH SEC14L1 SKAP2 SKIC8 SLC2A9 SLC35A1 SLC39A10 SMARCC1 SNAI3 SPATA12 STS STX10 SWAP70 SYNJ2BP TCEAL1 TIMMDC1 TM7SF3 TMEM170B TMEM223 TMEM37 TMEM9B TMX4 TNFRSF21 TNRC6B TP53INP1 TPCN1 TRAM2 TRAPPC10 TRIM52 TSPAN11 TUFM TXNDC12 VPS41 WNK1 ZBTB18 ZBTB41 ZC3H6 ZFHX3 ZKSCAN4 ZNF14 ZNF197 ZNF252P ZNF302 ZNF496 ZNF567 ZNF702P GSE9960_GRAM_NEG_VS_GRAM_POS_SEPSIS_PBMC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9960_GRAM_NEG_VS_GRAM_POS_SEPSIS_PBMC_UP ADA ADGRE1 ADPGK AGRN AK4 ALKBH6 ALOX15B ANKRD33B ARFRP1 ARHGAP28 AS3MT ASIC4 ATXN7L3 B3GALNT1 BATF BCL3 BEST2 BMAL2 BST2 BTG1 BTG3 C1orf122 C20orf204 C8orf76 CALM1 CARD16 CARD19 CD58 CDKN1A CERS5 CFLAR CGAS CHMP5 CHST2 CLEC4D COPS2 COQ10B CSF2RB CUL1 CXCR6 CYTIP DDA1 DESI1 DNAH10 DNAI3 DNAJC18 DTX3L DUSP4 EDEM1 EFCC1 ELOVL1 ENPEP ENSG00000291107 EPS8L2 EPSTI1 ETV3 EZH2 F3 FADS3 FAM200A FAM223B FOSL1 FPGS FTH1 GBP1 GCH1 GK GK3 GP1BA GPAT4 GPR162 GRAMD1A HCK HCN3 HDGF HELZ2 HERC5 HES4 ICAM1 IFI44 IFI44L IFIT3 IFITM2 IFITM3 IGHG1 IGSF8 IL10RA IL15RA INHBA IRAK2 IRF7 ISG20 ITGB8 JAK3 KIAA1191 KRT33A LINC01341 LINC01465 LINC01720 LINC02800 LRRC32 LRWD1 LYRM1 MARS1 MCM5 MIER1 MIR3945HG MLLT11 MMP14 MMP7 MYLK MYO19 MYPOP N4BP1 NABP1 NDE1 NDEL1 NDP NDRG1 NELL1 NET1 NFE2L1 NMI NMT1 NUDCD1 OSM P4HA1 PABIR2 PARP10 PDCD6IP PDSS1 PEF1 PER1 PIK3AP1 PIM3 PITPNA PKNOX1 PLAUR PLEKHM3 PPP1R15B PPP1R18 PRY PSMA2 PSMA3 PSMA5 PSMC6 PSME1 PTCD1 PTGER4 PTPN12 RAB8A RAD21 RAPGEF2 RASGRP1 RGS1 RGS7 SAMD9L SCAMP3 SEMA6C SERPINB5 SLAMF7 SLC2A6 SLC39A1 SLC43A3 SNX10 ST3GAL2 STAT1 STAT3 SYNE4 TAGLN2 TAPBP TICAM1 TMEFF1 TMEM39A TMEM41A TMOD1 TNFAIP8 TNFRSF4 TNFRSF9 TNFSF9 TNIP2 TRAF1 TRIB1 TRIM62 TRIP10 TSPAN3 TSPAN33 TUBB UBE2NL UBE2S UGP2 USP18 VTI1A WBP4 XAF1 ZNF444 ZNF697 ZNRF2 GSE9960_GRAM_POS_VS_GRAM_NEG_AND_POS_SEPSIS_PBMC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9960_GRAM_POS_VS_GRAM_NEG_AND_POS_SEPSIS_PBMC_DN A2M ABCC1 ACP3 ADORA2A ADORA2B AK2 ALAS2 AMFR AMY2A APOBEC2 ARL2BP ATOH1 ATP1B3 BAIAP2 BATF BCL2L11 BCL3 BGN BIRC3 C19orf53 C9orf72 CAPZA1 CARD19 CCL21 CD44 CDC42EP4 CDC6 CDC73 CDCA4 CEL CELA2A CHST3 CLDN3 CLEC4E CLPS CTNNB1 CTRB2 CTRL CTSG CUZD1 CYP17A1 CYP27B1 CYTH3 DDX25 DMBT1 DPF3 DTL DTX2 EEA1 EHD1 EIF4E EMP3 EPHX2 ERO1A EYA4 EZR FAM110A FAM50B FBXL3 FLOT2 FMNL3 FOXH1 FOXN3 FPR1 GABPB1 GHRL GJA10 GLI2 GNAZ GNRHR GPR132 GPR162 GRIN2B GRPR H1-2 H2AZ1 H2BC5 HGD HIVEP1 HIVEP2 HMGB3 HP HPCAL1 HSD11B1 ID2 ID3 IL1A IL36RN ITGA5 ITPKB JARID2 KCNN4 KLC2 KLK6 KMT5A KRTAP3-1 KRTDAP LBP LCN2 LIFR LIG1 LRG1 LRP10 LRPAP1 MAP7 MET METAP1 MFSD1 MIF4GD MKI67 MME MNAT1 MSL2 MTMR7 MXD1 MXI1 NAB1 NCF1 NCF4 NEUROD4 NFKB2 NFKBIE NKAIN1 NMRK1 OLR1 PAH PER2 PICK1 PIPOX PLEKHA1 PNLIPRP1 PNMT PPP1R2P1 PRDM1 PRELID3B PTCH1 PTEN PTGES2 PTGIR PTPN23 PXN RAB10 RAB8B RANBP10 RASAL1 RASGRF1 RASIP1 RDH11 REG1A REG1B REG3A REG3G RHAG RIOK3 RNASE1 RNF14 RPS6KA4 RPS6KB1 RRS1 SCN9A SFR1 SH3BP5 SIPA1L2 SLC12A1 SLC25A20 SLC4A4 SLC9A8 SMARCAD1 SRA1 ST6GALNAC1 STK11IP STX12 STXBP3 SULT2B1 SURF4 SYCN TAB3 TEAD1 TMBIM1 TNIP1 TOP2A TRIM13 TUBA1C TUBB4B TXK UBR4 UTY VAMP1 VAMP7 VPS37B VSX2 WBP4 WDR45B WFDC2 WNT11 ZBTB7A ZC3H12C ZG16 ZNF131 ZNF841 GSE9960_GRAM_POS_VS_GRAM_NEG_AND_POS_SEPSIS_PBMC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9960_GRAM_POS_VS_GRAM_NEG_AND_POS_SEPSIS_PBMC_UP ABCC3 ABR ADA AP1AR ARSA ASH1L ATF3 ATXN2 AXL B2M BTK CASP8AP2 CCDC90B CCT5 CCT7 CEBPD CHCHD7 CIAO1 CMTR2 COA6 COMMD6 COPG1 CPNE1 CSF3R CTBP2 CXCR2 CXCR4 CYB5B DAXX DBNDD2 DDX3X DECR1 DFFA DMRTB1 DNAJA3 DNAJC2 DNMT3A DNTTIP2 DPY30 DUSP1 DUSP6 EED EEF1D EEF2K EID1 EIF3G EMG1 ESF1 ETFDH EXOSC7 FABP4 FAM50A FAM91A1 FES FGL2 FOS FOSB FOXRED1 GFER GUCY2D HMGCL HSF1 ICAM2 IFI27 IFIT2 IFIT3 IGFBP7 IL6R INTS3 INTS5 IRF1 IRF8 ISG20 ITSN1 JAGN1 JUN KAT2B KDM3B KLF4 LDB1 LGMN LIMA1 LORICRIN LSM7 LY6E LY9 MACIR MAFB MAGED1 MAP4K3 METTL3 MFF MKNK2 MLLT3 MMUT MOB1A MOV10 MPP1 MRE11 MRPL35 MRPS17 MRPS18B MRPS2 MTARC2 MYCBP2 NAA40 NDE1 NDUFB5 NDUFS3 NID2 NMI NOP16 NR2C1 NRP1 NTRK2 NUDT19 NUTF2 PARP1 PCSK7 PDRG1 PEPD PIGF PISD PITPNC1 PJA1 PKD2 PKP4 PLPP3 PNP POLR2J PPP1R21 PRDX1 PRDX2 PRKDC PRMT1 PSIP1 PTCD2 PTOV1 RAB18 RARS2 RBM26 RERE RGL1 RGS14 RHOB RPL34 RPS15A RPS16 RPS6 RREB1 S100A4 SCAF8 SCOC SEPHS2 SH3BGRL2 SKIC8 SLC12A7 SLC25A11 SLC4A1AP SMAD1 SMAGP SMARCD2 SMC3 SMN1 SNRNP40 SNX5 SNX6 SPART SPR SSBP1 ST6GAL1 STRN3 SUMF1 SUMO3 TBC1D14 TCF12 TCF4 TDP2 TESK1 TGFBR1 TMCO1 TMEM230 TOB1 TOMM70 TRIM41 TSPAN4 TTC33 UBA7 UBAP2L UPF3B USP18 VAV1 VPS26C VTA1 WDR45 WDR81 ZFP36 ZFP36L2 ZNF281 ZNF574 GSE9960_HEALTHY_VS_GRAM_NEG_AND_POS_SEPSIS_PBMC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9960_HEALTHY_VS_GRAM_NEG_AND_POS_SEPSIS_PBMC_DN A2M-AS1 ADAM17 ADAM21 API5 ASPHD2 ATAD2B ATP11A ATRX AVL9 BDP1 BET1 BFSP2-AS1 C10orf53 C1RL C8orf76 CAAP1 CCL8 CCN2 CCNB1 CD58 CIBAR1 CLEC4E CMAS CNTRL CPA3 CRYBG3 CSTPP1 CXorf65 CYCS DCP1B DCUN1D1 DGKH DIDO1 DNAJC28 DTWD2 DYNLT3 EAF1 EIF2AK3 ELL2 EME1 EPM2AIP1 ERBIN EZH2 FAM217B FBXO21 FCHSD2 FLVCR1 FPGT GABPB1 GOLIM4 GPR84 GRAMD2B GTF2IP20 H3C6 HIPK1 HLA-F-AS1 HOOK3 HSCB HYCC2 IMMP1L IRAK2 IRAK4 IRF8 ISOC1 KANSL1-AS1 KAT2B KCNRG KCTD18 KDM2A KHDC4 KLHL15 KRIT1 KSR1 KYNU L3HYPDH LEXM LINC01102 LINC02860 LRBA LRRFIP2 LYPLA1 LYRM1 LYRM4 MANEA MBTD1 MBTPS2 MIDEAS MIER3 MIR3142HG MON2 MPHOSPH10 MT1G N4BP1 NAA16 NDUFB5 NEDD1 NEURL3 NFKBIE NHLRC3 NKAPD1 NSD1 NUP155 OGFOD2 OR11A1 OR52D1 OSMR P4HA1 PDZD8 PGM2 PHAX PHF3 PHOSPHO2 PIK3R1 PIP4P2 PITPNA-AS1 PLAGL1 PLEKHA3 PLEKHH1 PLPP5 PPP3CA PSTPIP2 PTGR2 PTTG1 RABL3 RAD9B RALGAPA1 RBMXL1 RFFL RNF34 SAMD8 SBNO1 SCRN3 SCYL2 SDHAF4 SELENOW SGPP2 SH3D19 SLAIN1 SLC25A15 SLC25A43 SLC2A6 SLC30A9 SLC35A5 SMC5 SNRPN SNX10 SRD5A1 STARD3NL STK17A STRN3 STT3B TCEAL1 THAP6 TIMM23 TM2D3 TMEFF1 TMEFF2 TMEM64 TMTC2 TNFSF15 TNKS TRAPPC6B TRUB1 TSPAN2 TTF1 TUBGCP4 TVP23B TXNL1 UBQLN2 USP12 USP46 UTS2 VPS13B VPS36 WTAP YME1L1 ZBED4 ZBTB11 ZBTB17 ZBTB41 ZBTB43 ZIK1 ZKSCAN5 ZMYM6 ZNF189 ZNF217 ZNF253 ZNF302 ZNF426 ZNF43 ZNF451 ZNF567 ZNF582 ZNF593 ZNF701 ZSCAN26 GSE9960_HEALTHY_VS_GRAM_NEG_AND_POS_SEPSIS_PBMC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9960_HEALTHY_VS_GRAM_NEG_AND_POS_SEPSIS_PBMC_UP AA06 ACOXL ADAM11 ADAMTS12 ADORA1 ADRA2C AFF3 AGPAT3 AGTR1 AKT1 AMH ANKRD13B APOB ARAP1 AREG ATP2B2 BARX2 BCAS4 BHLHE22 BRF1 BRPF1 CABP1 CALCA CCDC13-AS2 CCDC63 CCT8L2 CERS1 CES1P1 CETP CFAP69 CHRDL1 CHRNA3 CHRNE CNGA4 COL18A1-AS1 CPEB3 CPLX2 CRCT1 CRTAC1 CRYGD CSPG4BP CSPG4P5 CX3CL1 DAB2IP DCLK2 DDN DMPK DNASE1L1 DPYS EEF1A2 EFNA3 ELOA2 EMCN EOLA2 EVPL FAM81A FANCM FBLN5 FBXL9P FBXO44 FENDRR FLJ30679 FOXR2 GABRG3 GDF5 GDNF GGT2P GNAT1 GPLD1 GRIK4 GUCA2A HBM HCN3 HOXA-AS2 HPCA HTR2C HTR7 ILDR2 INSRR KLHL1 KRT33A KRT34 KY LCN1 LHX9 LINC00347 LINC00355 LINC02249 LINC02532 LOXL1-AS1 LRRC4C LRWD1 MAP3K9 MAST1 METRN MIP MNX1 MORN4 MST1R MTUS2-AS1 MUC4 MUC6 MYEOV MYH15 NEURL4 NOTCH4 NOX1 NPAS2 NR2F1-AS1 NR4A1 NR6A1 NT5E OPTC OR2F1 OR4D1 PARD6A PARD6G PAX6 PCDHB9 PCED1B-AS1 PCGF2 PDE1A PDZK1P1 PDZRN3 PGAP4 PGK2 PIEZO1 PLXDC1 PRAMEF12 PROX1 PRRX1 PTCRA RAB37 RGL2 RGS7 RIMS4 RND1 RNH1 S1PR3 SERPINA5 SFRP1 SFXN3 SH3D21 SHARPIN SHISAL1 SIK1 SLC25A42 SLC38A3 SLC4A1 SLC6A17 SLC6A20 SLX9 SMR3B SMYD2 SNAP29 SPAG8 SPANXA2-OT1 SPTBN2 STXBP5-AS1 SUSD2 SUSD3 TBC1D29P TENM1 TENT5A TM6SF2 TMEM132A TMEM132E TMEM225 TMEM72-AS1 TNFRSF13B TNK2 TNN TONSL TP53TG5 TRDN TRIM15 TSNARE1 TTC9B TUT1 USP5 WDR87 WIPI2 WWC1 ZBTB32 ZFP36L2 ZNF316 ZPBP GSE9960_HEALTHY_VS_GRAM_NEG_SEPSIS_PBMC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9960_HEALTHY_VS_GRAM_NEG_SEPSIS_PBMC_DN ACLY ACOT9 ACOX3 ACSL1 ACSL5 ADA ADAM32 ADGRE1 ADM AHR AK4 AKR1B1 ALOX15B AMPD3 APOO ARF3 ARFRP1 ARL8B ATP6V1H BATF BBIP1 BCL3 BHLHE22 BID BMAL2 BMP1 BTG1 BTG3 C3 CALM1 CARD16 CARD19 CASP1 CD44 CD58 CDS2 CFB CFLAR CGAS CHMP5 CHST2 CLDND1 CLEC4A CLEC4D CLEC4E CLIC4 CLN5 CMTM6 CPA3 CSF2RA CSF2RB CSNK2A1 CSRNP1 CXCL8 CYP27B1 CYTIP DCUN1D1 DCUN1D3 DESI1 DIXDC1 DNAJC18 DRAM1 DUSP4 DUSP5 EAF1 EGLN3 ELL2 ENSG00000291107 ERO1A ETHE1 ETV3 EYA3 EZH2 F3 FBRS FMNL3 FUT4 G0S2 GABRB2 GCH1 GK3 GP1BA GPR84 GRAMD1A GRAMD1C HCK HEXIM1 IFIH1 IFITM3 IFRD1 IKBKE IL7 INHBA INO80C IRAK2 IRF2 IRF7 ISG20 ITCH JAG1 LAP3 LINC00165 LINC00467 LINC02912 LINC03025 LMNB1 LONRF1 LRP8 LRRC32 LYRM1 LYRM4 MAD2L2 MAP3K13 MCM5 MELTF MFSD14B MIR3945HG MKLN1 MMP7 MRPL14 MTFP1 MYO1G N4BP1 NABP1 NDE1 NDEL1 NFKB1 NFKBIA NMT1 NSRP1 OSM P4HA1 PDGFRL PHF11 PIK3AP1 PLAUR PLEKHM3 PLGRKT PLPP1 PNRC1 POP4 PPFIBP2 PPP1R16B PSMA1 PSMA2 PSMA3 PSMD14 PSME1 PSME2 PSTPIP2 PTPN12 RAB30 RAD23A RANBP9 RAP1B RAPGEF2 RFFL RGS1 RNF19B SEMA4D SERPINA1 SERPINE1 SLAMF1 SLAMF7 SLC20A1 SLC25A25 SLC39A8 SLC44A1 SMOX SMURF2 SNX10 SOCS2 SP4 SPHK1 SPRED2 TAGLN2 TANK TARS1 TGFA TICAM1 TMEFF1 TNFAIP8 TNFRSF9 TNIP3 TPD52 TRAF1 TRIP10 TSPAN3 TXLNB TXNL1 UBE2Z UGP2 VRK2 WBP4 WTAP WWC2 YIPF6 ZIC2 ZNRF2 GSE9960_HEALTHY_VS_GRAM_NEG_SEPSIS_PBMC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9960_HEALTHY_VS_GRAM_NEG_SEPSIS_PBMC_UP ACAD9 AHCYL2 ALDH3B1 AMDHD1 ANP32A AP3S1 ARHGDIB ASRGL1 ATM ATP6V0A1 ATP6V0D1 ATP6V0D2 B3GNT2 BLCAP BLVRB BMP2K C7orf50 CA11 CAD CBX1 CBX7 CCDC88A CCDC92 CCSAP CD302 CD9 CDK19 CELF6 CELSR1 CHST13 CLCN5 CLN3 CLN6 COMMD10 COMMD6 COMT CRTAP CUTA DCBLD1 DDHD1 DDIAS DDX46 DIP2C DNASE2B DOK2 DOP1B DPP7 DUSP23 DYRK4 ECHDC1 EEF1G EIF4EBP1 EPAS1 EPB41L2 ERCC5 ESYT1 EVA1B FAM13A FAM185A FBXO7 FCGRT FRMD4A GAA GALNT11 GALT GDE1 GLUD1 GMFG GNAS GRN H2AZ2 HACD3 HADHB HDLBP HEXA HHEX HMG20A HPCAL1 HSD3B7 IARS2 IFI30 IFT20 KCNJ5-AS1 KCTD12 KLF2 KLF7 LCLAT1 LMAN2 LRRC58 LYL1 MBNL3 MBOAT1 ME3 MPG MRPS26 MRPS34 MRTFB MXI1 MYCBP2 NACC2 NCKAP1L NDUFB9 NFATC1 NFATC3 NFXL1 NLRC4 NOTCH2 NPL NTAN1 NUDT1 NUPR1 OMA1 PCYOX1 PDXDC1 PECAM1 PEPD PFDN5 PHYH PI4KA PIGK PLCB2 PLXDC2 POGK PTPN18 PYCARD QSER1 RAB42 RAB4A RABL6 RAP2B RDH12 RHOB RIN3 RITA1 RNF113A RNF141 RNLS RPN1 RREB1 RUSF1 RWDD4 SCCPDH SEC14L1 SETD7 SH3PXD2A SH3TC1 SKAP2 SKIC8 SLC12A6 SLC29A1 SLC2A9 SLC30A9 SLC35A1 SLC35F6 SLC39A10 SLC40A1 SLC48A1 SNX2 SNX24 SPATA12 STK40 STX10 SULT1A1 SYK TCF3 TGFBR2 TIMMDC1 TIMP2 TLR4 TMEM147 TMEM225 TMEM245 TMEM33 TMEM37 TMEM59 TMX4 TNFRSF21 TPCN1 TPD52L2 TPP1 TRIM52 TXNRD3 UBR5 UBXN11 UCHL3 UQCRC1 VAMP8 VMA21 VPS36 WASHC5 ZBTB33 ZBTB4 ZCCHC24 ZNF253 ZNF274 ZNF496 ZNF589 ZNF703 ZZZ3 GSE9960_HEALTHY_VS_GRAM_POS_SEPSIS_PBMC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9960_HEALTHY_VS_GRAM_POS_SEPSIS_PBMC_DN ACOX3 ACSL5 ADA ADAM32 ADGRE1 AHR AK4 ALOX15B ANO2 APOBEC3B APOD APOO BAALC-AS1 BHLHE22 BHLHE40 BIRC3 BRD2 BTBD19 BTG1 C15orf48 C1S CALHM6 CARD19 CCL5 CD274 CD80 CDS2 CELF1 CEP20 CFB CHST2 CLEC2D CRLF2 CUL1 CXorf65 CYP27B1 CYTIP DBF4B DDX60 DNAAF1 DNTTIP2 DOLPP1 DPPA3 DPYSL2 DUSP22 DUSP5 EAF1 EBI3 ENSG00000237870 ENSG00000291107 ENTHD1 EPM2AIP1 EPOP ETV3 FANCL FZD7 G0S2 GAK GCH1 GJB2 GMPR GP1BA GPR19 GTPBP4 H2BC21 H2BC8 HERC6 HSPB1 HYKK IDO1 IDO2 IFI27 IFI44 IFI44L IFIH1 IFIT2 IFITM1 IFITM3 IFRD1 IL20RB IL4R IL7R INHBA IP6K2 IRF1-AS1 IRF7 ISG15 ISG20 ITCH JAG1 JAK3 KCNJ2 KIF25 KLF5 LHFPL6 LILRP2 LORICRIN LRP8 LRRFIP2 LSS MALAT1 MAP3K13 MBD2 MCOLN2 METTL1 MIR22HG MIR23AHG MIR3142HG MMP14 MMP7 MN1 MPHOSPH10 MYH10 NADK NAPA NBN NCS1 NDE1 NET1 NEURL3 NFATC2IP NFIL3 NFKB2 NLRC5 NPTX1 NRP2 NSRP1 NUB1 OAS2 OAS3 OTUD4 PALLD PASK PCGF5 PFN1 PIWIL4 PLAGL1 PLCB4 PNPT1 PNRC2 PPFIBP2 PPM1K PRKAG2-AS2 PRPF3 PSTPIP2 PTGER4 PTTG1 RAB35 RASGRP1 RBMXL1 RPS6KB1 RSAD2 RUFY3 SAMD9 SAMD9L SCP2D1-AS1 SEMA4D SHFL SIGLEC1 SLAMF7 SLC10A7 SLC25A25 SLC2A6 SMG1 SOD2 SP110 SPATS2L SPINK5 SRGAP2C ST7-AS1 STAT1 STAT2 STX17 TBC1D10A TCF7 TMEM41A TNFAIP3 TNFAIP6 TNFRSF4 TNFRSF9 TNFSF13B TNPO1 TPD52 TRAF1 TRAFD1 TRIM14 TSPAN33 TTF1 TVP23A TXN UBE2Z UBXN2A VAPB WHAMM YJU2B ZMIZ2 ZWILCH GSE9960_HEALTHY_VS_GRAM_POS_SEPSIS_PBMC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9960_HEALTHY_VS_GRAM_POS_SEPSIS_PBMC_UP A1CF A4GNT ABHD17A ACADS ACOT13 ACOXL ACSS2 ADGRL2 ADNP AGPAT2 ANAPC11 ANKFY1 ARHGAP30 ARL3 ARRDC2 ATP5IF1 ATP5MJ ATP5PF ATP6V0E2 BAIAP2-DT BLOC1S3 BPNT2 BRD3 BRF1 BRK1 BST1 BTD C14orf119 C17orf100 C22orf39 C5orf24 CACYBP CAMTA1 CCDC13-AS2 CCDC28A CELSR1 CETP CHCHD2 CHRNA3 CIB1 CISD2 CISD3 CKLF CLEC11A CMTM3 COA5 COQ2 COX7A1 COX7A2L CTDSP1 CUL4B DCAF12 DCBLD1 DOCK1 DPY30 DRAM2 EBP ECE2 EEF1D EMC1 EMC4 EOLA2 EPHB6 EPN2 ETF1 EVA1B EXOC6 FAM185A FAM81A FBXO31 FDXACB1 FMR1NB GAB2 GDE1 GLCE GMDS GMPR2 GNB5 GTF2A2 GUK1 H2AZ2 HINT1 HRK HSF1 HTT IMPDH2 INIP JPH4 KCTD3 KDELR2 KIAA1586 KLF2 KLHL3 KLHL7 KLKB1 LMBRD1 LRFN3 LRIG1 MAP3K9 MAP7D1 MAPK14 MEGF6 METAP1 MRPL58 MTO1 NAXE NDUFB6 NENF NHP2 NKRF NLRP12 NOXA1 OPRL1 OST4 OSTC PDS5A PIGY PLEKHO2 PLPBP POLB POLR1D PPIH PPP1CA PRXL2A PSENEN PUDP PWWP2B PYHIN1 RAB14 RACK1 RALBP1 RBBP7 RDH12 RNF149 RNF220 ROMO1 RPL15 RPL26 RPL41 RPP25L RPS16 RPS17P5 RPS25 RPS6 RPS8 RSU1 RTN3 RXRB SCAMP1 SCRN2 SETX SIGIRR SIK1 SLC12A2-DT SLC16A1 SLC35B2 SLC46A2 SLC66A2 SLIRP SMIM15 SNAP29 SNHG29 SNRPC SNU13 SOX13 SSNA1 SUN3 TMCC1 TMEM106B TMEM107 TMEM14B TMEM256 TMEM70 TNFRSF13B TOMM22 TRIAP1 TRIM52 TRPC1 TSC22D3 TXNDC17 TXNRD3 UBE2Q2 UBL5 VAMP7 VARS1 VTI1B XPOT ZFP69B ZMAT5 ZNF232 ZNF541 ZNF548 ZNF599 ZNF677 ZNHIT1 GSE9960_HEALTHY_VS_SEPSIS_PBMC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9960_HEALTHY_VS_SEPSIS_PBMC_DN ACBD5 AFF1 AHI1-DT ANKRD34C ANXA2R APLNR APOBEC3A APOBEC3B ARHGAP12 B3GNT2 BLID BOLA2 BRCA1 BTD C11orf96 C1QTNF12 C4orf36 CALHM1 CAMK2A CAPN11 CBY3 CC2D1A CDC20B CDH18 CELF1 CEP72 CHST4 CMBL CYP1A2 D21S2088E DBH-AS1 DDIT4L DNASE2 ECI2-DT EFCAB3 EFNA5 EGFLAM ELP3 ENSG00000291065 ENSG00000291211 EPHB1 ESX1 EVA1B F8 FAM78B FCRL1 FER FILNC1 FOXP4 GALNTL6 GARIN2 GCSAM GK2 GKAP1 GNS GOLGA6L2 GRAPL HIPK1 HLA-C HLA-K HMGB1 HOOK1 HOXA1 HSPB1 HTR1D IDO2 IFI16 IFI27 IFT74 IL12A INCENP INPP5E INTS13 KCNE2 KCNJ1 KCNS3 KCTD4 LARP7 LATS1 LDB2 LEP LGALS12 LGALS8 LINC00315 LINC00324 LINC00629 LINC00638 LINC00839 LINC00865 LINC01226 LINC01592 LRP5L LRSAM1 MAN1B1-DT MAPK3 MATCAP1 MBD3L2 MECR MFSD6L MGARP MKNK1-AS1 MPP1 MYH16 MYO7A MYOM2 NAALADL2 NAPA NCR2 NLGN4Y NLRP11 NOTCH2 NPTX1 NUPR1 OPHN1 OR4C1P OR5H1 OTUB2 P2RY1 PAPOLA-DT PGF PIWIL2 PLEKHA2 PLSCR4 PPP1R17 PPP4R3A PRKCE PTCHD4 RASEF RBM24 RBM43 RBP5 RCBTB1 RECK RMND5A RNF138 RPS10P7 RSAD2 SAG SAMD9L SASS6 SCD5 SEC24B SEPHS2 SEPTIN7P9 SH3BP5-AS1 SHOX SLC10A7 SLC25A16 SLC25A34 SLC38A4-AS1 SPDYE1 SPEM1 SPIN1 STK11 SWAP70 SYNJ1 TAT TBCEL TBX19 TBX5-AS1 TCF19 TEKT5 TENT5A TMC1 TMUB2 TRPM7 TTBK2 UBQLN2 USP1 WAS WASHC4 WSB1 XRN2 ZBTB39 ZDHHC8 ZFP36 ZNF471 ZNF501 ZNF528 ZNF577 ZNF622 ZNF731P ZNF862 ZNF92 ZPBP2 ZSCAN30 GSE9960_HEALTHY_VS_SEPSIS_PBMC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9960_HEALTHY_VS_SEPSIS_PBMC_UP ABCB4 ABHD1 ACTN1 ADRA2B AFDN ANKS3 APC2 ARHGAP10 ARHGAP28 ATP1A3 ATP6V0B B4GALT3 BCL2L1 BRDT BRK1 C14orf119 C1orf210 CCDC167 CCDC7 CCL17 CCL24 CD276 CDC45 CDKN3 CHCHD2 CHRNA1 CKLF CNIH3 COPS2 COX7A2L CREB5 CSF1 CSPG4 CTPS1 DAD1 DCUN1D1 DDX49 DIPK1B DNTTIP2 DSEL EBF1 EEF1A1 EGLN3 ELAPOR1 ENTHD1 ETHE1 F3 FADD FKTN FOXA2 GLRA3 GNAZ GNL3LP1 GNPDA2 GOLGA3 GP1BA GPR68 GRAMD1C GRPEL1 HCAR3 HCCS HEPACAM2 HIPK2 HOPX HSPA12A HTN1 HYAL3 IGSF8 IL1RAP ITM2A JPT1 KCNK13 KCTD1 KEAP1 KLHL15 KLRB1 LHB LINC00226 LINC00612 LTA MAGOH-DT MDP1 METTL16 MGC27382 MGP MMP10 MMP12 MMP13 MMP8 MOB3B MPHOSPH6 MRPL1 MRPS16 MT1M MTO1 MTUS2-AS1 MYO1E NBR2 NDUFA9 NDUFC1 NDUFV2 NRIP3 NT5E NUDT22 NUP43 NUS1 ODF1 OST4 PDCD6 PDE7B-AS1 PDLIM7 PDZD2 PELP1 PFDN1 PIGZ PIM2 PIP5K1C PKM POLR1D POLR2H PPFIA4 PPP1R3B-DT PRKAG1 PRKD1 PROS1 PSMA8 PSORS1C3 PTCD1 PTGIS PTPRF PTTG1 PYDC1 RAC3 RAD1 RANGRF RASSF6 RBPJ RCC2 RFT1 RHOF RHOQ RNASEH1-DT RNF41 RTP3 RXYLT1 SCAMP3 SCN4B SERGEF SGTA SHISA4 SKA3 SLAMF9 SLC28A3 SLC3A2 SLC44A1 SMOX SNU13 SOCS2 SPCS1 SPEM2 SPINT1 SPRED2 SRPRA SRXN1 STAC STEAP3 STEEP1 SYDE2 TACO1 TFPI TIMM10B TMEM39A TMEM53 TNC TNFAIP8L2 TNFSF14 TNFSF18 TNMD TOP2A TRAF3IP3 TUBB4B TUSC2 TXNDC17 UAP1 UBE2I UBR4 UFC1 UNC119 VAMP7 VAT1L VCX2 VSTM2L ZCRB1 ZDHHC12 ZNF189 GSE9988_ANTI_TREM1_AND_LPS_VS_CTRL_TREATED_MONOCYTES_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9988_ANTI_TREM1_AND_LPS_VS_CTRL_TREATED_MONOCYTES_DN ANKRD13A AP1M1 AP2M1 AP5M1 APMAP APOBR ARHGAP1 ARHGAP30 ARID1A ARL6IP5 ARPC1B ARRB2 ARRDC2 ASB7 ATF5 ATXN7L3 BMF BRD8 BUD13 CALHM2 CAPRIN1 CASP8 CBL CCM2 CCR2 CDC34 CFP CHAMP1 CHCHD4 CHD8 CMTM3 CNOT8 CNPPD1 CORO1A CRTC3 CSF1R CSK CSTF2 CTBP1 CTCF CTDSP1 CTDSP2 CTNND1 CXCL16 CXCR4 CYTIP DAGLB DCAF12 DCAF7 DDX17 DDX23 DPP8 DUSP7 ELOVL1 ENC1 ENG EVI2B FAM89B FBXO21 FHOD1 FOXK1 FRAT1 FRAT2 FUCA1 GABARAP GAPT GAPVD1 GDI2 GIMAP8 GIT2 GLE1 GLTP GNA12 GNB2 HECA HHEX IL10RA ILK JKAMP KDM2A KDM3B KDM4A KIAA2013 KIF3B KLF13 KMT2A LILRB1 LRP10 LRRC25 MADD MAP3K14 MAP7D1 MAPK14 MARCKSL1 MARF1 MAST3 MKRN1 MLXIP MNT MRTFA MYO1F NAGS NAP1L4 NCKAP1L NCOA6 NELFA NELFB NFE2L1 NLRC4 NPEPPS NT5DC2 NUP214 ORAI2 OSBPL11 PAFAH1B2 PEX11B PHAF1 PHC2 PHF23 PIGM PIK3CD PINK1 PIP5K1C PLEKHO2 PLIN3 PLXNB2 POLDIP3 POLR2B POLR2E PPP1CA PRELID1 PRPF4B PRR13 PSMG2 PTTG1IP PURA RAB11FIP4 RAB8A RALA REST RETREG3 RGS19 RHOG RNF220 RNF38 RNF44 RPS6KA1 RTCB SASH3 SETD1B SF3B2 SH2D3C SMAD3 SMARCAL1 SPG21 SPOP SREK1IP1 SRSF9 ST8SIA4 STAU1 STK24 STX6 TACC1 TAF5 TGFBR2 THAP11 THEMIS2 TLR1 TMEM250 TNFAIP8L1 TOR1A TRIM38 TRIM8 TWF2 UBAC1 UBXN6 USP19 USP22 USP3 VIRMA VPS35 VRK3 WBP1L WDR82 WIPI2 YWHAB YY1 ZBTB44 ZC3H7A ZDHHC7 ZFP36L2 ZNF148 ZNF227 ZNF282 ZNF436 ZNF615 ZNF710 GSE9988_ANTI_TREM1_AND_LPS_VS_CTRL_TREATED_MONOCYTES_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9988_ANTI_TREM1_AND_LPS_VS_CTRL_TREATED_MONOCYTES_UP ABL2 ACSL3 ADM ADORA2A-AS1 ADTRP ARL5B ASPH ATP2B1-AS1 ATP6V1H B3GNT2 BANP BHLHE40 C11orf96 CCDC59 CCL18 CCR7 CCRL2 CD274 CDKN1A CFLAR CFLAR-AS1 CHAC1 CKS2 CLCF1 COQ10B CREB5 CSF1 CSF3 CSRNP1 CXCL2 CXCL8 CYB5D1 DCSTAMP DDIT4 DENND4A DLGAP1-AS2 DNAJB4 DTL DUSP1 DUSP2 DUSP5 DYNLT2B DYRK3 E2F7 EDN1 EGLN3 EGR1 EIF2AK3 ERRFI1 ETS2 F8 FAM131A FBXO30 FERMT2 FLT1 FNIP2 FOSL1 GADD45A GADD45B GCLM GCNA GEM GLA GNPDA1 GPRC5A GTF2A1 HBEGF HECW2 HES1 HES4 HOMER1 ID2 IER3 IL10 IL18 IL1A IL23A IL36G IL36RN IL6 INHBA JUN KDM7A-DT KLF10 KLF6 KLHL21 KLHL6 LBH LIMS3 LINC-PINT LINC00299 LRRC8B LYSET MAFK MAP3K8 MAPK6 MIR155HG MIR22HG MIR3945HG MMP1 MMP10 MOAP1 MSANTD3 N4BP2 NEDD4L NEU1 NFKBIZ NLRP3 NMRAL2P NOCT NPC1 NR4A1 NR4A2 NRROS NSMAF NUP58 OGT OSGIN1 OSGIN2 PCF11 PHACTR2 PHLDA2 PIM1 PIM3 PLA1A PLAUR PLD1 PLK3 PMAIP1 PPP1R15B PTGER4 PTGS2 PTP4A1 PTS RAB1A RAB21 RABGEF1 RAPGEF2 RASGEF1B RBBP8 RGCC RGS1 RIPK2 RIT1 RPGR RRN3P1 RTP3 RYBP S1PR3 SAV1 SCML1 SELENOK SESN2 SFR1 SGK1 SIAH2 SLC19A2 SLC2A3 SLC38A2 SLC3A2 SLC9B2 SLCO4A1 SNAPC1 SNUPN SNX33 SNX9 SOCS3 SPAG5 SPAG9 SPRY2 SRXN1 ST3GAL6 STARD4 STARD8 STX3 SYNPO2 TBC1D7 TCEAL9 TFRC TLNRD1 TMEM185B TMEM38B TMEM88 TNF TNFSF15 TP53BP2 TSC22D2 TSLP TXN USP12 USP53 ZC3H12A ZC3HC1 ZFC3H1 ZNF674-AS1 GSE9988_ANTI_TREM1_AND_LPS_VS_VEHICLE_TREATED_MONOCYTES_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9988_ANTI_TREM1_AND_LPS_VS_VEHICLE_TREATED_MONOCYTES_DN ABI3 ACP5 ANKRD13D APOBR ARHGAP22 ARHGAP27 ARHGAP30 ARL3 ARL6IP5 ARPC1B ARRB1 ARRDC2 ATF5 ATG9A ATXN7L3 BAZ1B BCDIN3D BCL3 BCL9L BMF BUD13 CALHM2 CALM2 CAP1 CAPZA1 CASP10 CASP8 CBL CCM2 CCR2 CD14 CDC34 CENPB CLIC1 CMTM3 CORO1A COTL1 CSF1R CSK CTDSP1 CTNND1 CTSH CX3CR1 CXCL16 CXCR4 CYTIP DAGLB DCAF12 DDX17 DIS3L DNAL4 DOK2 DR1 DSTYK DUSP7 DYNLL1 ELOVL1 EMP3 EMSY ENC1 ENG ENO1 EVI2A EXTL3 FAM78A FAM89B FPR3 FRAT1 FUCA1 GABARAP GAL3ST4 GAPT GDI2 GIMAP8 GIT2 GNAI2 GNB2 GRN HCK HECA IFI30 IKBKE IL10RA IL27RA IRF5 KCTD2 KDM4A KIF3B KLF13 KLHDC10 KLHDC3 LAPTM5 LFNG LGALS1 LRG1 MAP3K3 MAP7D1 MAPK1 MARCKSL1 MAST3 MIGA2 MLXIP MOB3A MPEG1 MR1 MRFAP1 MRTFB MYO1F NAGS NCKAP5L NCOA4 NECTIN2 NELFA NFIC NLRC4 NLRP12 NPC2 NRDE2 NT5DC2 OAZ1 OTULINL PAGR1 PATZ1 PCBP1 PHF23 PIK3CD PIK3R5 PLEKHO2 PLIN3 PLXNB2 POLR2B POU2F1 PPP1CA PPP1R18 PPP1R9B PRELID1 PRR13 PSAP PTP4A2 PTTG1IP PURA RAB11FIP4 RAB31 RAB5IF RAC1 RAP2B RASSF2 RASSF5 RGS19 RHOG RPL27 RPS6KA1 RUNX3 SASH3 SDHA SETD1B SH2D3C SLC16A3 SLC43A2 SLX4 SMARCAL1 SRSF9 STK11 STK24 STX6 SUMO2 SUN2 TACC1 TARS2 TCF20 TFEB TGFBI TGIF2 THAP11 TLR1 TMED9 TNFAIP8L1 TNFAIP8L2 TNFRSF10D TNFRSF1A TNRC18 TNRC6A TRIM8 TUSC2 TWF2 USP19 VPS35 WBP1L WDR82 WRAP73 YWHAB YWHAG ZC3H10 ZFP36L2 ZNF436 ZNF710 ZNF780A GSE9988_ANTI_TREM1_AND_LPS_VS_VEHICLE_TREATED_MONOCYTES_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9988_ANTI_TREM1_AND_LPS_VS_VEHICLE_TREATED_MONOCYTES_UP ABL2 ACOD1 ACSL3 ADM ADORA2A-AS1 ADRB2 ADTRP ANKRD28 AQP9 ARL5B ASNS ASPH ATP2B1 ATP2B1-AS1 BANP C11orf96 CCL18 CCL20 CCNA1 CCR7 CCRL2 CD274 CDK1 CFLAR CFLAR-AS1 CHAC1 CKS2 CREB5 CSF1 CSRNP1 CSTB CTSL CXCL1 CXCL2 CXCL3 CXCL8 CYB5D1 DCSTAMP DDIT4 DENND4A DLGAP1-AS2 DNAJB4 DOLK DTL DUSP1 DUSP2 DUSP5 DYNLT2B DYRK3 E2F7 EGLN3 EGR1 EID3 EIF2AK3 ENSG00000215022 ENSG00000291107 ETS2 F3 F8 FBXO30 FERMT2 FNIP2 FOSL1 GADD45A GARS1 GCLM GCNA GEM GLA GNPDA1 GPRC5A HECW2 HOMER1 ID2 IER3 IL10 IL18 IL1A IL1B IL23A IL36G IL36RN INHBA INSIG1 JUN KDM7A-DT KLHL21 LDLRAD4 LINC-PINT LINC00299 LINC00847 LRRC8B LYSET MAGI2-AS3 MAP3K8 MAPK6 MFSD2A MGAM MIR155HG MIR3142HG MIR3945HG MMP1 MMP10 MMP19 MOAP1 MSANTD3 MUCL1 NEDD4L NEU1 NFKBIZ NIPAL4 NLRP3 NMRAL2P NOCT NPC1 NSMAF OSGIN2 OTUD4 P2RX4 P2RY1 PDSS1 PHLDA2 PIM3 PLAUR PLCXD1 PLD1 PLEK PLK3 PLPP3 PMAIP1 PPARG PPP1R15B PRXL2C PTGER1 PTGS2 PTP4A1 RAPGEF2 RASGEF1B RGCC RHEB RIT1 RRAD RYBP S1PR3 SAV1 SCML1 SELENOK SESN2 SFMBT2 SFR1 SGMS2 SGPP2 SIAH2 SLC38A2 SLC3A2 SLC7A5 SLC9B2 SLCO4A1 SNAPC1 SNUPN SNX9 SPAG5 SPAG9 SPINK1 SPP1 SPRY2 SRXN1 ST18 ST3GAL6 STARD4 STARD8 STX4 SYNPO2 TAF9 TBC1D7 TEX14 TNF TNFSF15 TNIP3 TP53BP2 TSLP TUBE1 TXN TXNRD1 UBE2J1 UBTD2 UPP1 USP12 USP53 YRDC ZC3H12A ZC3HC1 ZMIZ1-AS1 ZNF674-AS1 ZSCAN5A GSE9988_ANTI_TREM1_VS_ANTI_TREM1_AND_LPS_MONOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9988_ANTI_TREM1_VS_ANTI_TREM1_AND_LPS_MONOCYTE_DN ACOD1 ACSL1 ACVR2A ADAMDEC1 ADORA2A ADORA2A-AS1 AFDN-DT ANO5 AQP9 ARHGEF2 ARL5B ATF7IP2 ATP2B1-AS1 BCL2A1 BIRC3 BTG3 C11orf96 C12orf50 CCL20 CCL4 CCR7 CCRL2 CCSER2 CD274 CD83 CDK1 CFHR3 CFLAR CLCF1 CLEC2D CLEC4E CLIC4 CSF2 CSF3 CSRNP1 CT75 CXCL2 CXCL3 CXCL8 CYB5D1 DCUN1D3 DENND4A DENND5A DLGAP1-AS2 DNER DRAM1 DUSP2 DYRK3 E2F7 EHD1 ELOVL7 ENSG00000291107 ERN1 ETS2 F3 F8 FH FLT1 FRMD7 G0S2 GADD45A GBP1 GCH1 GIMAP5 GJB2 GPR132 GPR84 HCAR3 HIVEP1 HNRNPC ICAM1 ICAM4 ID2 IER3 IFNB1 IFNGR2 IL10 IL18 IL1A IL1B IL23A IL2RA IL36G IL6 IL6ST-DT IRAK2 ITGB8 KCNJ2 KCNJ2-AS1 KDM7A-DT KLF6 KMO LINC00158 LINC00265 LINC00299 LINC00528 LINC01093 LINC01138 LINC01465 MAP3K20-AS1 MAP3K4 MAP3K8 MFSD2A MIR155HG MIR3142HG MIR3945HG MMP10 MSANTD3 MSH6 NAF1 NBN NEK2-DT NEMP1 NFKBIA NFKBIZ NINJ1 NIPA1 NLRP3 NOCT NTRK2 OSM PDSS1 PELI1 PFKFB3 PHF19 PIM3 PLA1A PLAUR PLEK PLEKHF2 PLK3 PMAIP1 PPM1K PPP1R15A PPP1R15B PRPF3 PSMD5 PTGS2 PTP4A1 PTX3 RAP2C RAPGEF2 RBBP8 RBM17 RCSD1 RDH10 RHOF RHOH RIPK2 RNF144B RNF19B RPGR S100A7 SAV1 SDC4 SERPINB2 SESTD1 SFR1 SIAH2 SLC11A2 SLC1A3 SLC2A6 SNX10 SOCS3 SOD2 SPECC1L STAT5A STK26 SUSD6 SYNPO2 TANK TBC1D9 TEX14 TIFA TJP2 TNF TNFAIP2 TNFAIP3 TNFAIP6 TNFAIP8 TNFRSF9 TNIP3 TP53BP2 TPD52 TRAF1 TSLP TTC32 WTAP YRDC ZBTB10 ZC3H12A ZC3H12C ZC3HAV1 ZFC3H1 ZFP36 ZFX GSE9988_ANTI_TREM1_VS_ANTI_TREM1_AND_LPS_MONOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9988_ANTI_TREM1_VS_ANTI_TREM1_AND_LPS_MONOCYTE_UP ACTB ALDOA AMD1 AP1M1 APOBR ARF5 ARHGAP30 ARID5A ARL11 ARL6IP1 ARPC5L ARRB2 ARRDC2 ATXN7L3 BCAP31 BCDIN3D BCKDK BFAR BLOC1S2 BLOC1S3 CAMKK1 CAP1 CAPRIN1 CBL CCDC97 CCR1 CD180 CD2BP2 CD300LB CDV3 CENPBD1P CHSY1 CKAP4 CLIC1 CLTA CMTM3 CNBP CNEP1R1 CNIH1 COASY COPS9 CSNK1D CTDSP1 CXCL16 CXXC5 CYB561D1 CYTH4 CYTIP DDX6 DHRS9 DNASE1L1 DOK1 DOK2 DUSP14 DYNLL1 EIF4EBP2 ELOVL1 ENO1 EOLA1 FABP5 FARP1 FASTKD2 FBXO45 FBXO7 FEM1B FKBP15 FRAT1 FRAT2 FTH1 FUOM G3BP2 GABARAP GGA2 GNB2 HAVCR2 HM13 HNRNPA0 HOMER3 IFI30 ISCA2 JMJD8 KDM4A KIAA0232 KLF13 KLHL20 KLHL26 LAPTM4A LASP1 LINC00900 LINC01010 LRRC25 LY9 MAP1S MAP7D1 MAPKAPK3 MBD4 MCOLN1 MED28 MED8 MIEF1 MIGA2 MKRN1 MNT MRFAP1 MYL6 NDUFB2 NELFB NFIC NRBF2 NRBP1 NTAN1 NUS1 OGFR OLIG1 OLIG2 ORAI3 PAFAH1B2 PCBP1 PHAF1 PHC2 PHF13 PHF23 PI4K2A PIK3CG PLEKHM1 PLEKHO1 PLEKHO2 PNP POLR3C PPIF PPP1CA PPP4C PRELID1 PRKAG2 PRMT6 PRR13 PSD4 PSMA7 PSMD7 PSMG2 PTPN6 PURA RALA RAP2B RARA REST RGS19 RING1 RNF168 RNF41 RNF7 RPL27 RREB1 S100A2 SCARB2 SDS SERTAD1 SERTAD3 SH3BP5 SKP1 SLC37A2 SLC8B1 SNAPIN SNX12 SP100 ST6GALNAC6 STK24 SUMO2 TBC1D2 TGFBR1 TLE3 TLR1 TM2D2 TMA7 TMEM121B TMEM203 TMEM70 TMEM9B TNFRSF1A TSPAN17 TSR2 TWF2 TXNIP UBE2D3 UBQLN2 USP10 USP22 USP3 VPS35 VRK3 WDR82 YWHAG YY1 ZCCHC2 ZNF134 ZNF35 ZNF503 ZNF511 ZYX GSE9988_ANTI_TREM1_VS_CTRL_TREATED_MONOCYTES_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9988_ANTI_TREM1_VS_CTRL_TREATED_MONOCYTES_DN ACOX1 AMPD2 ANKRD13A AP2M1 APMAP APOBR ARF3 ARHGAP1 ARID1A ARL6IP5 ARPC1B ARRB1 ARRDC2 ATF5 BCL9L BCOR BMF BOD1L1 BRD3 CAB39 CALHM2 CBL CCM2 CCR2 CD14 CDIPT CEP350 CFP CHAMP1 CHD8 CMKLR1 CMTM3 CREBL2 CRTC3 CSF1R CSK CTCF CTDSP2 CTNND1 DAGLB DAPP1 DCAF12 DCAF5 DCAF7 DDX17 DENND11 DHX16 DPP8 DUSP7 ELF2 ELOVL1 ENG EVI2A FAM220A FAM89B FBXO42 FGD3 FHOD1 FOXK1 FOXN3 FRAT1 FRMD8 FUCA1 GABARAP GAPT GDE1 GIMAP8 GIT2 GLE1 GLTP GNB2 GRB2 GRK3 HCK HDGF HECA IFFO1 IFNAR1 IKBKE IL10RA ILK JKAMP KDM3B KDM5A KIAA2013 KIF3B KLF13 KMT2A LACC1 LILRB1 LILRB2 LILRB3 MAML1 MAP3K14 MAP7D1 MAPK14 MARF1 MAST3 MAT2B MAVS MIDEAS MKRN1 MLXIP MOB3A MPEG1 MRTFA MYO1F NAGS NBR1 NCKAP1L NCOA4 NCOA6 NCOR1 NLRC4 NT5DC2 NUP214 NUP62 ORAI2 PAFAH1B2 PAGR1 PAIP2 PARP1 PHAF1 PHC2 PHF23 PHIP PIK3CD PINK1 PIP5K1C PLXNB2 POLDIP3 POLR2B POU2F2 PRELID1 PSMG2 PTAFR PTPRJ PTTG1IP PUM2 RAB8A RASSF2 RCOR3 RETREG3 RGS19 RHOG RICTOR RIN3 RNF38 RNF44 RPS6KA1 RRM2B RTCB SASH3 SEMA4B SETD1B SIN3A SIPA1 SMAD3 SMAP2 SMARCAL1 SNX20 SPG21 SRSF9 ST8SIA4 STK38 STX6 SYK SYNE3 TACC1 TAF5 TBC1D2B TCEANC2 TCF20 TFEB TGFBR2 THEMIS2 TLR1 TNFAIP2 TNFAIP8L1 TNRC18 TOR1A TRAPPC12 TRIM8 TWF2 UBAC1 UBE2W UBN2 USP22 USP3 VIRMA WBP1L WIPI2 ZBTB44 ZDHHC7 ZFP36L2 ZFTA ZNF106 ZNF217 ZNF710 ZNF740 GSE9988_ANTI_TREM1_VS_CTRL_TREATED_MONOCYTES_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9988_ANTI_TREM1_VS_CTRL_TREATED_MONOCYTES_UP ABL2 ACSL3 ADM ADO AFF4 ANKRD28 ASPH ATF3 ATP2B1-AS1 ATP6V1B2 B3GNT5 BAG3 BANP CDKN1A CEBPB CHAC1 CHSY1 CKS2 CLDND1 CNST COL15A1 COQ10B CRADD CRTAM CSF1 CSRNP1 CTSL CTSLP8 CTSV CXCL2 CXCL8 DCSTAMP DDIT4 DDX5 DTL DUSP1 DUSP2 DUSP3 DUSP4 DUSP5 DYNLT2B DYRK3 EDN1 EFR3A EGLN3 EGR1 EGR2 EGR3 ELL2 ELOC ESYT2 ETF1 ETS2 F3 FAM131A FERMT2 FNIP2 FOSL1 GADD45B GCLM GCNA GEM GFOD1 GLA GNA13 GNPDA1 GPCPD1 GPRC5A GTF2A1 HAVCR2 HBEGF HECW2 HES4 HIC1 HOMER1 HSPA9 IL1R1 INHBA JMJD1C JUN KBTBD8 KLF10 KLHL21 KLHL6 LBX2-AS1 LINC-PINT LINC01010 LONRF3 LPL LRFN4 LRRC8B LY9 LYSET MAFG MAFK MAPK6 MELTF MIR22HG MMP10 MMP19 MOAP1 MT1E NAA50 NEU1 NMRAL2P NPC1 NR3C1 NR4A1 NR4A2 NRIP3 NRROS NSMAF OSGIN1 PHACTR1 PHGDH PHLDA1 PLAUR PLCXD1 PLEKHM1 PLPP3 PMAIP1 PNP PPARG PPFIA1 PRKAG2 PTGS2 PTP4A1 PTPRE RAB1A RAB20 RABGEF1 RASD1 RASGEF1B RGCC RGS1 RHEB RIT1 RNF19A RRAD RRAGC RRAGD RREB1 RRN3P2 RYBP S1PR3 SELENOK SESN2 SGK1 SGMS1 SGMS2 SH3BP5 SLC2A3 SLC38A2 SLC3A2 SLCO4A1 SMIM13 SNAPC1 SNUPN SNX33 SNX9 SPAG5 SPAG9 SPART SPINK1 SPP1 SPRY2 SRXN1 ST3GAL6 STARD8 STX3 STX4 TAF9 TBC1D2 TBC1D22B TBC1D7 TCEAL9 TFRC TGIF1 THBD TLNRD1 TMEM217 TMEM38B TMEM70 TNF TNFSF14 TNFSF15 TRIB1 TXN TXNRD1 UPP1 USP12 USP53 XIAP ZBTB21 ZBTB43 ZC3HC1 ZFYVE16 ZNF674-AS1 GSE9988_ANTI_TREM1_VS_LOW_LPS_MONOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9988_ANTI_TREM1_VS_LOW_LPS_MONOCYTE_DN ACOD1 ACSL1 ACVR2A ADA ADORA2A-AS1 ANKRD33B ANO5 AQP9 ARL5B ARRB1 AZIN1 BCL2A1 BIRC2 BIRC3 BTG3 C11orf96 C1orf122 CASP5 CCL20 CCL23 CCL4 CD274 CD83 CDK1 CENPU CFLAR CLCF1 CLEC4E CLIC4 CSF3 CT75 CXCL1 CXCL2 CXCL3 CXCL8 CYRIA DCUN1D3 DENND4A DENND5A DNAJA1 DRAM1 DUSP2 E2F7 EBI3 EHD1 EIF1B EPB41L3 EPM2AIP1 EZH2 FFAR2 FNBP1 FRMD7 G0S2 GADD45A GBP1 GCH1 GIMAP5 GPR132 GPR84 GRAMD1A GTF3C6 HCAR3 HCK HCP5 HDGF HIVEP1 HIVEP2 HNRNPC ICAM1 ICAM4 ID2 IER3 IER5 IFNGR2 IGSF6 IL10 IL12B IL15RA IL18 IL1A IL1B IL20 IL23A IL36G IL6 IRAK2 ITGB8 JADE2 KCNA3 KCNJ2 LDLR LIMK2 LINC00528 LINC01093 LINC01138 LINC01465 MAP3K8 MARCKS MCOLN2 MIR155HG MIR3142HG MIR3945HG MIR9-1HG MMP7 MSH6 MTF1 NAB1 NBN NCOA4 NFE2L2 NFKB1 NFKBIA NFKBIZ NLRP3 NOCT OASL OAZ2 PDE4B PDSS1 PELI1 PFKFB3 PIK3AP1 PILRA PIM2 PIM3 PLA1A PLAC8 PLEKHF2 PLK3 PMAIP1 PNPLA1 PNRC1 PPP1R15B PSMA6 PSMD5 PTGS2 PTPRJ PTTG1IP PTX3 QKI RAP2C RAPGEF2 RCSD1 RHOF RHOH RHOU RIN2 RIPK2 RND1 RNF144B RNF19B SAMSN1 SAV1 SCN1B SDC4 SERPINB8 SERPINB9P1 SESTD1 SFR1 SGPP2 SIAH2 SLC1A3 SLC2A6 SMCO4 SMG9 SNX18 SOCS3 SOD2 SPECC1L STAT5A STK26 STX11 SUSD6 SYNPO2 TAB2 TAGAP TANK TAOK3 TBC1D10A TIFA TLR7 TMEM54 TNF TNFAIP2 TNFAIP3 TNFAIP6 TNFAIP8 TNFRSF10B TNFRSF9 TNIP1 TNIP3 TP53INP1 TRAF1 UGP2 ZBTB10 ZC3H12A ZC3HAV1 ZFX GSE9988_ANTI_TREM1_VS_LOW_LPS_MONOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9988_ANTI_TREM1_VS_LOW_LPS_MONOCYTE_UP ACSL3 ACVR1 ADCK2 AMD1 ANKRD28 ARL6IP1 ASPH ATF3 ATOSB ATP6V1B2 ATP6V1D ATP6V1G1 BCAP31 BCAR3 BCKDK BLMH BLOC1S3 BRI3 CAMSAP1 CCDC97 CCR1 CD164 CD300LB CD63 CEBPB CENPBD1P CHST15 CHSY1 CLN8 CLTA CNST COA7 COL15A1 CORO1C CRTAM CTSL CYTH4 DAB2 DDI2 DHRS9 DNMBP DTL DUSP14 DYNLT2B EFR3A EIF2AK3 EIF4A1 FABP5 FAM131A FBXL5 FBXO45 FBXO7 FKBP15 FNIP2 GFOD1 GNA13 GNPDA1 GPCPD1 GPNMB GTF2IRD1 HAVCR2 HEXB HIC1 HMCES HSD3B7 IFI30 IL17RA IMP3 KCTD7 KLF2 KLHL26 KLHL6 LASP1 LBX2-AS1 LGALS3 LHFPL2 LIMK1 LINC00900 LINC01010 LONP1 LONRF3 LPIN1 LPL LRFN4 LY9 LYSET MAP1LC3B MAP4K3 MCOLN1 MELTF MGAT1 MIEF1 MMP19 MOAP1 MT1E MT1F MT1G MT1H MT1HL1 MT1X MT2A NAA50 NDUFB2 NEU1 NPC1 NPM1 NRBP1 NRIP3 NRROS OLIG1 OLIG2 ORAI3 PCYT1A PEX5 PHAF1 PHF13 PHF23 PI4K2A PLCXD1 PLEKHM1 PLEKHM2 PLEKHO1 PLEKHO2 PLPP3 PNP PPARG PPFIA1 PPP2R5A PSD4 PTPN6 RARA RHOB RIOK3 RNASEK RRAGC RRAGD RREB1 S100A2 S1PR3 SCARB2 SDS SDSL SERTAD3 SGK1 SH3BP5 SLC1A4 SLC37A2 SLC38A7 SLC8B1 SLCO4A1 SMIM13 SNUPN SNX12 SNX33 SNX8 SNX9 SPART SPP1 SPRING1 STARD5 STX1A STX3 STX4 SYN2 TBC1D2 TBC1D7 TCEAL9 TEX261 TGFBR1 TGIF1 TLE3 TLNRD1 TLR5 TM2D2 TMBIM1 TMED5 TMEM121B TMEM273 TMEM38B TMEM70 TMEM9B TNFSF14 TNFSF15 TRIB1 TRIM33 TXNIP UBASH3B UBR7 UBXN7 USP4 VKORC1 WDR91 ZC3HC1 ZCCHC2 ZNF318 ZNF324 ZNF592 ZNF668 GSE9988_ANTI_TREM1_VS_LPS_MONOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9988_ANTI_TREM1_VS_LPS_MONOCYTE_DN ACOD1 ACSL1 ACVR2A ADA ADORA2A-AS1 ANKRD33B ANO5 APOO AQP9 AZIN1 BAZ1A BCL2A1 BIRC2 BIRC3 BTG3 C11orf96 C1orf122 CCL20 CCL23 CCL4 CCNB1 CCSER2 CD274 CD40 CD83 CDK1 CENPU CFLAR CLCF1 CLEC4E CLIC4 CREBL2 CSF3 CT75 CXCL1 CXCL2 CXCL8 CYRIA DCUN1D3 DENND5A DNAJA1 DRAM1 DUSP2 E2F7 EBI3 EHD1 EIF1B EPM2AIP1 FFAR2 FJX1 FNBP1 FOXN2 FSCN1 G0S2 GADD45A GBP1 GCH1 GIMAP5 GPR132 GRAMD1A GTF3C6 HCAR3 HCK HDGF HNRNPC HS3ST3B1 ICAM1 ICAM4 IER3 IFIH1 IFNGR2 IL10 IL12B IL15RA IL1A IL1B IL23A IL36G IL6 IL6ST-DT IPCEF1 IRAK2 ITGB8 KCNA3 KCNJ2 LDLR LINC00528 LINC01093 LINC01138 LINC01465 MAP3K4 MAP3K8 MARCKS MBNL1-AS1 MCOLN2 MIR3142HG MIR3945HG MIR9-1HG MMP7 MTF1 NAB1 NAMPT NBN NCOA4 NFE2L2 NFKB1 NFKBIA NFKBIZ NIN NLRP3 NOCT OASL OAZ2 OSR2 PDSS1 PELI1 PFKFB3 PI4K2B PIK3AP1 PILRA PIM3 PLAC8 PLEKHF2 PLK3 PLXNC1 PMAIP1 PNPLA1 PNRC1 PPM1K PPP1R15B PSMA6 PSMD5 PTAFR PTGS2 PTPRJ PTTG1IP PTX3 QKI RAB21 RAP2C RAPGEF2 RBM17 RCSD1 RHOF RHOH RHOU RIN2 RIPK2 RIPOR2 RND1 RNF144B RNF19B SAMSN1 SAV1 SDC4 SERPINB8 SESTD1 SFR1 SLC1A2 SLC1A3 SLC25A12 SLC2A6 SMCO4 SNX10 SNX18 SOCS3 SOD2 SPECC1L STAT5A STEAP4 STK26 STX11 SUSD6 SYNPO2 TAB2 TAGAP TANK TAOK3 TARP TCF7L2 TIFA TLR7 TMEM123 TMPO-AS1 TNF TNFAIP2 TNFAIP3 TNFAIP6 TNFAIP8 TNFRSF10B TNFRSF9 TNIP3 TP53INP1 TRAF1 UGP2 XBP1 ZBTB10 ZC3H12A ZC3HAV1 GSE9988_ANTI_TREM1_VS_LPS_MONOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9988_ANTI_TREM1_VS_LPS_MONOCYTE_UP ABCG1 ACSL3 ACVR1 ADCK2 AFF1 AKIRIN2 AMD1 ANKRD28 ARID5A ASPH ATF3 ATOSB ATP6V1B2 ATP6V1G1 AVPI1 BAG3 BCAP31 BCAR3 BLOC1S3 BRI3 CAMSAP1 CCDC97 CCR1 CD164 CD37 CEBPB CHKA CHST15 CHSY1 CLN8 CNST COA7 COL15A1 CORO1C CRTAM CSNK1D CTSL CYTH4 DAB2 DHRS9 DNMBP DOK2 DTL DUSP14 DYNLT2B EIF2AK3 EMP1 FAM83G FBXL5 FBXO7 FKBP15 FNIP2 GABARAP GATAD2A GFOD1 GGA2 GNPDA1 GPCPD1 GTF2IRD1 HAVCR2 HEXB HIC1 HOMER3 HSD3B7 ID3 IFI30 IL17RA IMP3 ITGAX JMJD1C KBTBD8 KCTD7 KLF2 KLHL26 KLHL6 LASP1 LBX2-AS1 LGALS3 LHFPL2 LIMK1 LINC01010 LONP1 LONRF3 LPIN1 LPL LRFN4 LY9 LYSET MACIR MAP1LC3B MAP4K3 MAPKAPK3 MCOLN1 MELTF MGAT1 MIEF1 MIR22HG MMP19 MOAP1 MT1E NAA50 NDUFB2 NDUFB9 NPC1 NRBF2 NRBP1 NRIP3 NRROS OLIG1 OLIG2 ORAI3 PEX5 PGS1 PHAF1 PHF13 PHF23 PI4K2A PLCXD1 PLEKHM1 PLEKHM2 PLEKHO1 PLEKHO2 PLPP3 PPARG PPFIA1 PSD4 PTPN6 RABGEF1 RAP2B RARA RHOB RIC8A RIOK3 RNASEK RRAGC RRAGD RREB1 RSC1A1 S100A2 S1PR3 SCARB2 SDS SDSL SEC22C SERTAD1 SGK1 SGSH SH3BGRL3 SH3BP5 SLC17A5 SLC1A4 SLC26A2 SLC37A2 SLC8B1 SMIM13 SMIM29 SNUPN SNX12 SNX33 SPART SPP1 SPRY2 STX1A STX3 STX4 SYN2 TBC1D2 TBC1D7 TCEAL9 TGFBR1 TGIF1 TLE3 TLNRD1 TM2D2 TMBIM1 TMEM121B TMEM273 TMEM38B TMEM70 TNFRSF12A TNFSF14 TNFSF15 TPCN2 TRIB1 TSC22D3 TSHZ1 TUT7 TXNIP UBASH3B UBR7 USP38 VKORC1 VPS37B WDR91 ZBTB21 ZBTB43 ZC3HC1 ZCCHC2 GSE9988_ANTI_TREM1_VS_VEHICLE_TREATED_MONOCYTES_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9988_ANTI_TREM1_VS_VEHICLE_TREATED_MONOCYTES_DN ACP5 AKNA AMPD2 ANKRD13A APOL3 ARHGAP1 ARHGAP22 ARHGAP27 ARHGAP30 ARHGAP45 ARL3 ARL6IP5 ARPC1B ARRB1 ARRDC2 ATF5 ATXN7L3 BCL3 BCL9L BMF BRD3 C1orf162 CALHM2 CCM2 CCNG2 CCR2 CD14 CFP CLIC1 CMTM3 CORO1A COTL1 CRTC3 CSF1R CSK CTDSP2 CTNND1 CTSH CXCL16 CYBB CYTIP DAGLB DCAF12 DDX17 DENND11 DEPDC5 DHX57 DSTYK DUSP7 DYNLL1 EFHD2 ELOVL1 EMSY ENG EVI2A FAM78A FAM89B FPR3 FRAT1 FUCA1 GABARAP GAL3ST4 GAPT GIMAP1 GIMAP8 GIT2 GLTP GNB2 GPR107 GRB2 GRK3 GRN HCK HDGF HECA IFFO1 IFNGR2 IKBKE IL10RA IL27RA ILK INTS9 KIF3B KLF13 KLHDC3 LGALS1 LILRB1 LILRB2 LRG1 LTBP2 MAP3K3 MAP7D1 MAPK1 MAPK14 MARCKSL1 MAST3 MAVS MGAT4A MIA2 MIDEAS MLXIP MPEG1 MR1 MRTFA MRTFB MYD88 MYO1F NAGS NCKAP5L NCOA3 NCOA4 NDST1 NECTIN2 NFAM1 NISCH NLRP12 NT5DC2 NUP214 ORAI2 PAIP2 PCBD2 PECAM1 PIK3AP1 PIK3CD PIK3R5 PINK1 PLXNB2 POU2F1 POU2F2 PPM1F PPP1R9B PRELID1 PSAP PTAFR PTP4A2 PTTG1IP RAC1 RASSF2 RASSF5 RGS19 RHOG RPS6KA1 RRM2B RUNX3 SAP30 SASH3 SEC14L1 SETD1B SGK3 SH2D3C SIN3A SIPA1 SMAD3 SMARCAL1 SORL1 STK11 STK24 STK38 STX6 SUMO2 SUN2 SYK SYNE3 TACC1 TACC3 TCF20 TCHP TFEB TGFBI TGFBR2 TGIF2 TLR1 TNFAIP2 TNFAIP8L2 TNRC18 TNRC6A TOR1B TRADD TRAPPC12 TRIM8 TTC7A TWF2 UBE4B ULK1 USB1 USP19 WBP1L WDR44 WIPI2 YWHAB ZDHHC7 ZFP36L2 ZNF44 ZNF652 ZNF710 ZNF740 ZNF780A GSE9988_ANTI_TREM1_VS_VEHICLE_TREATED_MONOCYTES_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9988_ANTI_TREM1_VS_VEHICLE_TREATED_MONOCYTES_UP ABL2 ACSL3 ADNP2 ADO AKIRIN2 ANKRD28 ASPH ATP2B1-AS1 ATP6V1G1 B3GNT5 BAG3 BCAR3 CCL20 CCL7 CCNA1 CCRL2 CDC42EP3 CDKN1A CEBPB CHAC1 CHSY1 CKS2 COL15A1 CORO1C CRADD CRTAM CSF1 CSRNP1 CSTB CTSL CTSLP8 CTSV CXCL2 CXCL3 CXCL8 DAB2 DCSTAMP DNAJB5 DTL DUSP1 DUSP14 DUSP3 DUSP4 DUSP5 DYNLT2B DYRK3 E2F6 EDN1 EGLN3 EGR2 EIF2AK3 EIF4A1 EIF4E ESYT2 ETF1 ETS2 F3 FABP5 FERMT2 FNDC3A FNIP2 FOSL1 GARS1 GEM GFOD1 GLA GNA13 GNPDA1 GPCPD1 GPRC5A HAVCR2 HECW2 HIC1 HOMER1 HSPA9 IARS1 IL1R1 IL1RL2 INHBA INSIG1 JMJD1C JUN KBTBD8 KCTD7 KDM7A-DT KLF10 KLHL21 KLHL6 LBX2-AS1 LINC-PINT LINC00847 LINC01010 LONRF3 LPL LRFN4 LRRC8B LY9 LYSET M6PR MAP4K3 MAPK6 MELTF MGAM MIR22HG MMP1 MMP19 MOAP1 MT1E MT1F MT1G MT1H MT1X NAA50 NAB2 NEDD4L NEU1 NMRAL2P NPC1 NRARP NRIP3 NSMAF OLIG2 P2RX4 P2RY1 PHACTR1 PLCXD1 PLPP3 PNP PPARG PPFIA1 PRKAG2 PRXL2C PTGS2 RAB1A RAB20 RAB7B RABGEF1 RASGEF1B RGS1 RHEB RIOX1 RIT1 RNF19A RRAD RRAGD S1PR3 SCML1 SESN2 SGK1 SGMS2 SH3BP5 SLC17A5 SLC26A2 SLC38A2 SLC3A2 SLCO4A1 SMIM13 SNAPC1 SNUPN SNX9 SPAG5 SPAG9 SPINK1 SPP1 SRXN1 ST3GAL6 STARD8 STX4 TAF9 TARS1 TBC1D2 TBC1D7 TCEAL9 TLNRD1 TMEM217 TMEM38B TMEM70 TNFSF14 TNFSF15 TRIB1 TUBB6 TXN TXNRD1 UAP1 UBASH3B UPP1 USP53 VPS37B ZBTB21 ZBTB43 ZC3HC1 ZFYVE16 ZNF674-AS1 ZSCAN5A GSE9988_LOW_LPS_VS_ANTI_TREM1_AND_LPS_MONOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9988_LOW_LPS_VS_ANTI_TREM1_AND_LPS_MONOCYTE_DN ABCB4 ACOX3 ACSL3 ACVR1 ADCK2 AGAP3 AKIRIN2 AMZ2P1 ANKRD10 ANKRD28 ASPH ATF3 ATP6V0D2 ATP6V1B2 ATP6V1D ATP6V1G1 ATP6V1H BANP BCAR3 BHLHE40 BLMH BRI3 CALU CAMTA2 CCR1 CD84 CDC42EP3 CEBPB CHSY1 CLN8 COL15A1 COPRS CORO1C CRTAM CRY1 CSF1 CSTB CTSL DAB2 DCSTAMP DCUN1D4 DDIT3 DPH5 DTL DUSP14 DYNLT2B DYRK3 EDN1 EEA1 EFR3A EGR2 EIF2AK3 ENSG00000215022 FAM131A FBXL5 FKBP15 FNIP2 GALNT11 GEM GFOD1 GNA13 GNPDA1 GPCPD1 GTF2A1 HAVCR2 HES4 HTRA4 IL36RN ITGAX KLHL21 KLHL6 LBH LBX2-AS1 LGALS3 LHFPL2 LINC-PINT LINC00595 LINC01010 LONP1 LONRF3 LPL LRRC8B LY9 LYSET MAFK MAP4K3 MELTF MMP1 MMP19 MOAP1 MOB1B MRGBP MT1E MT1HL1 MT1X MT2A NAA50 NEU1 NPC1 NR4A2 NRIP3 NRROS NUDT4 OLIG2 PACC1 PHACTR2 PHF13 PI4K2A PISD PLCXD1 PLEKHM1 PLEKHM2 PLPP3 PPARG PPFIA1 PPP2R5A PRKAG2 PTPRE RABGEF1 RASGEF1B RBM15 RGS1 RHOB RHOBTB3 RIOX1 RLF RMC1 RNF19A RRAD RRAGC RRAGD RRN3P3 S100A2 S1PR3 SCARB2 SCG5 SDSL SERPINE1 SERTAD2 SGK1 SH3BP5 SIGLEC15 SLC3A2 SLC9B2 SLCO4A1 SMIM13 SNAPC1 SNUPN SNX33 SNX8 SNX9 SOS1 SOWAHC SPAG5 SPINK1 SPP1 SPRING1 SPRY2 ST18 ST3GAL6 STARD8 STX3 STX4 SYN2 TBC1D2 TBC1D7 TCEAL3 TCEAL9 TDRD9 TEX10 THAP4 TLNRD1 TLR5 TMEM181 TMEM268 TMEM38B TMEM65 TNFSF14 TNFSF15 TOMM34 TRIB1 TRPM7 TUT7 UBASH3B UBR7 UBXN7 UPP1 USP53 WDFY1 WDR91 ZBTB43 ZC3HC1 ZCCHC2 ZMIZ1-AS1 ZNF318 ZNF674-AS1 ZSCAN5A GSE9988_LOW_LPS_VS_ANTI_TREM1_AND_LPS_MONOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9988_LOW_LPS_VS_ANTI_TREM1_AND_LPS_MONOCYTE_UP ACKR3 ACOD1 ACSL1 ACVR2A ADA ADH1B ANKRD33B ANO5 ANP32A AP1B1 ARHGAP31 ARID1A ARRB1 ATP6AP1 ATXN7L1 BCL2L1 BCL9L BID BIRC3 CCDC71L CCL1 CCL23 CCSER2 CDC42EP2 CEP135 CHST2 CLEC4E CLIC4 CMKLR1 CMTM6 CNN2 CNTLN CREBL2 CSF3 CT75 CTNND1 CXCL1 CYBB CYRIA DCP2 DCUN1D3 DNAJA1 DNAJB6 EBI3 EFNA1 EHD1 ENG ENTR1 EPB41L3 EPM2AIP1 EYA3 EZH2 FAM89B FBH1 FBXO42 FFAR2 FJX1 FNBP1 FPR2 FPR3 FSCN1 GAL3ST4 GAPT GCH1 GNB2 GNG2 GPR107 GPR132 GRAMD1A GRB2 GRINA GTF3C6 HAS1 HCAR3 HDGF HNRNPR IER5 IKBKE IL10RA IL12B IL20 IL23A IL4I1 IPPK IRF1 ITGB8 KCNA3 KCNJ2 KCNJ2-AS1 KDM1A KLF7 LACC1 LAIR1 LILRB2 LINC01138 LINC01260 LRRC8D LYSMD2 MAP3K8 MARCKSL1 MCOLN2 MIR3945HG MIR9-1HG MOGS MRPS24 MTF1 MXD1 MYD88 N4BP1 NBR1 NCOA4 NDUFAF6 NECTIN2 NFE2L2 NFKBIZ NIN NLRP3 OASL OAZ2 OSR2 PARP10 PDE4B PFKFB3 PIK3AP1 PIK3R5 PLAC8 PLEKHF2 PLXNC1 PNRC1 PSEN1 PSMA6 PSTPIP2 PTAFR PTPRJ QKI RAP2C RASSF5 RBM22 RELA RHOG RHOU RIN2 RND1 RNF144B RNF19B RSPH6A RUBCNL SAMSN1 SERP1 SERPINB1 SGPL1 SINHCAF SIRPA SIX5 SLA SLC1A3 SLC2A6 SLC30A7 SMCO4 SMG9 SPACA6 SRSF11 STAT5A STK17B STK38 STX11 SYNPO2 TAB2 TAOK3 TBC1D10A TGFBR2 TGS1 THBS1 TIFA TLR4 TLR8 TMEM123 TMTC2 TNFAIP2 TNFAIP3 TNFRSF10B TNFRSF9 TNIP1 TNIP3 TOR1B TP53INP1 TRADD TRIP10 UBE2W UGP2 VASP VAV1 XRCC5 ZC3HAV1 ZNF217 ZNF436 GSE9988_LOW_LPS_VS_CTRL_TREATED_MONOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9988_LOW_LPS_VS_CTRL_TREATED_MONOCYTE_DN ACVR1B AGGF1 APOBR ARAP3 ARHGAP30 ARL6IP5 ARPC1B ARRDC2 ASB7 ATG9A ATXN2 B4GALT7 BAG4 BMF BRD8 BRI3 BRPF1 CAB39 CALHM2 CASP2 CASP8 CBL CCR2 CENPBD1P CHAMP1 CHCHD4 CHD8 CMTM3 CNBP CRBN CRTC3 CSF1R CSK CTCF CTDSP1 CTDSP2 CXCL16 CXCR4 DAGLB DCAF12 DCAF5 DCAF7 DDX17 DDX23 DNAJC13 DNAJC5 DOK2 DPP8 DSTYK DUSP18 DUSP7 ELOVL1 ENC1 FAM78A FAM89B FBXO7 FHOD1 FOXK1 FRAT1 FRAT2 GABARAP GDE1 GIMAP8 GIT2 GLE1 GRN HARS2 HECA HHEX HINFP IFFO1 IFI30 ISCA2 ITPRIPL2 JKAMP KANSL1 KDM2B KDM3A KDM3B KIAA2013 KLF13 KLHDC3 LASP1 LRRC47 MAP3K14 MAP7D1 MARF1 MBD2 MEAF6 MKRN1 MNT MRM2 MSRB1 NAP1L4 NCOA6 NELFB NLRC4 NLRP12 NRBP1 NUP214 NUP50 OLIG1 ORAI2 ORAI3 ORC5 OSBPL11 PAFAH1B2 PAGR1 PCBP1 PGP PHAF1 PHC2 PHF23 PIGM PIP5K1C PLEKHO1 PLEKHO2 PLXNB2 POLDIP3 PPP1R8 PRELID1 PRR13 PSMG2 PTP4A2 PUM2 PURA PXN QRICH1 RAB11FIP4 RAB8A RALA RAP2B RCOR3 RETREG3 RGS19 RICTOR RNF220 RNF34 RNF38 RNF44 RTF1 RUNDC1 SASH3 SDHAP1 SETD1B SF3B2 SH2D3C SLC31A2 SMC3 SNX17 SP1 SRSF9 STAU1 STX6 SYNRG TACC1 TAF5 TBC1D10B TCF20 TFEB TGFBR2 THAP11 THEMIS2 TLE3 TLR1 TMEM121B TMEM248 TMEM250 TMEM43 TMEM9B TNFAIP8L1 TNFAIP8L2 TOR1A TPRG1L TRAPPC12 TRIM38 TSC22D3 UBAC1 UBALD2 UBE2Q2 USP22 USP3 USP4 VPS35 WASF2 WBP1L WDR82 WIPI2 YY1 ZBTB44 ZDHHC7 ZFP36L2 ZNF226 ZNF227 ZNF282 ZNF398 ZNF432 ZNF45 ZNF555 ZNF747 GSE9988_LOW_LPS_VS_CTRL_TREATED_MONOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9988_LOW_LPS_VS_CTRL_TREATED_MONOCYTE_UP ACOD1 ACSL1 ADAMDEC1 ADM ADORA2A-AS1 ADTRP ANO5 AQP9 AREG ARHGEF2 ARL5B ATP2B1-AS1 B3GNT2 BCL2A1 BIRC3 BTG2 BTG3 C11orf96 CASP5 CCDC59 CCL18 CCL20 CCL4 CCR7 CCRL2 CD274 CD83 CDK1 CFLAR CLCF1 CSF3 CSRNP1 CT75 CXCL1 CXCL2 CXCL3 CXCL5 CXCL8 CYB5D1 DCUN1D3 DDIT4 DDX5 DENND4A DENND5A DLGAP1-AS1 DLGAP1-AS2 DNAAF1 DNAJB4 DUSP1 DUSP2 DUSP5 DYRK3 E2F7 EDN1 EGR1 EGR3 EIF1B ELL2 EREG ERRFI1 ETS2 F3 F8 FOSL1 FRMD7 G0S2 GADD45A GADD45B GBP1 GBP2 GCH1 GK GK3 GPR84 GRAMD1A HAS1 HECW2 HES1 HIVEP2 HNRNPC ICAM1 ID2 IER3 IL10 IL18 IL1A IL1B IL20 IL23A IL2RA IL36G IL6 INHBA JUN KDM7A-DT LINC00299 LINC01093 LINC01465 LMOD1 MAFF MAP3K4 MAP3K8 MFSD2A MIR155HG MIR3142HG MIR3945HG MMP7 MSANTD3 MSH6 NAF1 NBN NEDD4L NEK2-DT NEMP1 NFE2L2 NFKB1 NFKBIA NFKBIZ NLRP3 NOCT NR4A1 NR4A2 NR4A3 NUP58 NXT2 OTUD1 PDE4B PDSS1 PELI1 PFKFB3 PHLDA2 PIGA PIM3 PLA1A PLAUR PLD1 PLEK PLEKHF2 PLK3 POLR1F PPP1R15A PPP1R15B PSMD5 PTGER4 PTGS2 PTP4A1 PTS PTX3 RAB21 RAPGEF2 RBBP8 REL RGCC RGS1 RHCG RHOH RIPK2 RND1 RPGR RYBP SAV1 SCN1B SDC4 SELENOK SERPINB8 SFMBT2 SFR1 SGPP2 SIAH2 SOCS3 SOD2 ST20 STARD4 STARD8 STAT5A STK26 SUSD6 TAOK3 TFRC TIFA TLNRD1 TMEM88 TNF TNFAIP3 TNFAIP6 TNIP3 TP53BP2 TPD52 TRIP10 TSC22D2 TXN UBE2D1 USP12 WTAP YRDC ZC3H12A ZNF674-AS1 GSE9988_LOW_LPS_VS_VEHICLE_TREATED_MONOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9988_LOW_LPS_VS_VEHICLE_TREATED_MONOCYTE_DN APBB1IP APOBR ARHGAP27 ARHGAP30 ARL6IP5 ARPC1B ARRDC2 ATF5 ATG9A ATOSB ATXN7L3 BAZ1B BMF BRI3 CALHM2 CAPZA1 CASP8 CCR1 CCR2 CENPB CHAMP1 CLIC1 CMTM3 CSK CTDSP1 CTDSP2 CTSB CTSH CX3CR1 CXCL16 CXCR4 CYTIP DAGLB DAZAP2 DCAF12 DDX17 DEPDC5 DNAJC5 DNAL4 DOK2 DOK3 DSTYK DUSP7 DYNLL1 DYRK2 EIF3L ELOVL1 ENC1 ENO1 EVI2A EXTL3 FAM78A FBXO7 FOXK1 FRAT1 FRAT2 GABARAP GID4 GIMAP8 GIT2 GPX1 GRN HECA HHEX HINFP ICMT IFFO1 IFI30 IL27RA ING4 IRF5 JKAMP KLF13 KLHDC10 KLHDC3 LAMTOR2 LAPTM4A LAPTM5 LASP1 LFNG LYL1 MAP3K3 MAP7D1 MAST3 MED22 MIGA2 MNT MPEG1 MRFAP1 MRM2 MTCH1 MYO1F NELFA NFIC NLRC4 NLRP12 NRDE2 NT5DC2 NUP214 OLIG1 OLIG2 ORAI2 ORAI3 OTULINL PAGR1 PCBP1 PCNX4 PDK4 PECAM1 PFKFB4 PGP PHAF1 PHC2 PHF23 PIP5K1C PLEKHO2 PLXNB2 POU2F1 PPP1CA PPP1R18 PPP1R9B PRELID1 PSAP PSMC3IP PTP4A2 PURA PXN RAB11FIP4 RAB31 RAB5IF RALA RANBP6 RAP2B RARA RBPJ RGP1 RGS12 RGS19 RHOG RIPOR1 RNF220 RNF8 RPL27 RPL30 RPS6KA1 RUNX3 S100A11 S100A6 SASH3 SDHA SDHAP1 SERTAD3 SETD1B SH2D3C SLC35A2 SNX3 SPIDR SRSF9 STK11 STK24 STX6 SUMO2 TACC1 TAF4 TCF20 TCHP TFEB TGFBI TGIF2 THAP11 TIMM21 TLR1 TMBIM1 TMEM121B TMEM170B TNFAIP8L1 TNFAIP8L2 TNFRSF1A TNRC6A TRAPPC12 TSC22D3 TUSC2 TWF2 TYROBP UBAC1 USP19 USP22 VPS35 WBP1L WDR33 WDR44 WDR82 WIPI2 YWHAG ZDHHC7 ZNF318 ZNF555 ZNF688 ZNF780A GSE9988_LOW_LPS_VS_VEHICLE_TREATED_MONOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9988_LOW_LPS_VS_VEHICLE_TREATED_MONOCYTE_UP ABL2 ACOD1 ACSL1 ADM ADORA2A-AS1 ADRB2 ADTRP ANO5 AQP9 AREG ARL5B ATP2B1 ATP2B1-AS1 B3GNT2 BCL2A1 BIRC3 C11orf96 CASP5 CCL18 CCL20 CCL4 CCR7 CCRL2 CD274 CD83 CDK1 CFLAR CSRNP1 CT75 CXCL1 CXCL2 CXCL3 CXCL5 CXCL8 CYB5D1 DCUN1D3 DDIT4 DENND4A DENND5A DLGAP1-AS1 DLGAP1-AS2 DNAAF1 DNAJB4 DOT1L DRAM1 DUSP1 DUSP2 DUSP3 DUSP5 DYRK3 E2F7 EDN1 EGR1 EIF1B ELOVL7 ENSG00000291107 EREG ERRFI1 ETS2 F3 F8 FJX1 FNIP2 FOSL1 G0S2 GADD45A GADD45B GCH1 GEM GJB2 GK GPR84 GPRC5A GRAMD1A HECW2 HIVEP2 HNRNPC ICAM1 ID2 ID2B IER3 IL10 IL12B IL15RA IL18 IL1A IL1B IL20 IL23A IL2RA IL36G IL6ST-DT INHBA JUN KANK1 KDM6B KDM7A-DT LAMB3 LAMP3 LDLRAD4 LINC00299 LINC01093 LINC01465 LSS MAFF MAP3K4 MAP3K8 MFSD2A MGAM MIR155HG MIR3142HG MIR3945HG MMP7 MSANTD3 NAF1 NEDD4L NEMP1 NFATC1 NFE2L2 NFKB1 NFKBIA NFKBID NFKBIZ NLRP3 NMRAL2P NOCT NSMAF NUP58 OSM OTUD1 P2RX4 PDSS1 PELI1 PHLDA2 PIK3AP1 PIM2 PIM3 PLA1A PLAUR PLD1 PLEK PLEKHF2 PLK3 PMAIP1 POLR1F PPP1R15A PPP1R15B PSMD5 PTGS2 PTP4A1 PTS PTX3 RAPGEF2 RASGEF1B REL RHOH RIPK2 RND1 RPGR RYBP SAV1 SDC4 SELENOK SERPINB8 SFMBT2 SFR1 SGPP2 SIAH2 SLAMF7 SLC7A5 SLC9B2 SNX9 SOCS3 SOD2 STARD4 STARD8 STAT4 STAT5A STK26 TAF9 TIFA TLCD3A TNF TNFAIP2 TNFAIP3 TNFAIP6 TNFSF9 TNIP3 TP53BP2 TPD52 TXN UBE2J1 USP12 YRDC ZC3H12A ZNF674-AS1 GSE9988_LPS_VS_CTRL_TREATED_MONOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9988_LPS_VS_CTRL_TREATED_MONOCYTE_DN ACBD5 ADSL ANKRD13A APMAP APOBR ARAP1 ARHGAP1 ARHGAP30 ARL6IP5 ARPC1B ARRB2 ARRDC2 ASB7 ATXN7L3 BAG4 BAP1 BMF BRD1 BRD8 BRPF1 CALHM2 CASP8 CBL CCDC69 CCR2 CHAMP1 CHCHD4 CHD8 CLIC1 CMTM3 CMTM7 CNBP CNOT8 CRTC3 CSF1R CSK CTCF CTDSP1 CTDSP2 CXCL16 CXCR4 DAGLB DCAF12 DCAF5 DDX23 DEDD2 DNAJC13 DNAJC5 DOK2 DPP8 DUSP10 DUSP7 EIF4EBP2 ELOVL1 ENC1 EVI2A EVI2B FADD FAM89B FBXO21 FBXO7 FHOD1 FOXK1 FRAT1 FRAT2 FRMD8 FYTTD1 G3BP2 GABARAP GDE1 GIT2 GLE1 GLTP GLUD2 GRN GTF3A HECA HHEX HINFP IFFO1 IFT20 ISCA2 KANSL1 KDM3B KIAA2013 KLF13 KLHDC10 KLHDC3 LASP1 LMO2 LRRC25 MAP3K14 MAP7D1 MAPK14 MARF1 MAST3 MBD2 MEAF6 MKRN1 MLX MLXIP MNT MSRB1 MYO1F NAGA NAP1L4 NCOA6 NELFA NELFB NLRC4 NRBP1 NUP214 NUP50 NUP62 ORAI2 ORAI3 OSBPL11 PAFAH1B2 PAGR1 PCBP1 PDLIM2 PGP PHAF1 PHC2 PHF23 PIP5K1C PLEKHO1 PLEKHO2 PLIN3 PLXNB2 POLDIP3 PPP1CA PPP1R8 PRELID1 PRPF6 PRR13 PSMG2 PTP4A2 RAB8A RALA RALB RAP2B RETREG2 RETREG3 RGS19 RIC8A RNF38 RNF7 RPS19BP1 RSC1A1 RUNDC1 SASH3 SDHAP1 SETD1B SF3B2 SLBP SLC31A2 SLC9A6 SMARCAL1 SMG8 SNAPIN SNRK SNX17 SNX20 SRSF9 STX6 SYNRG TAF5 TCF20 TFEB TGFBR2 THEMIS2 TLR1 TMEM121B TNFAIP8L1 TNFAIP8L2 TOR1A TPRG1L TRAPPC12 TRIM38 TSC22D3 UBAC1 UBALD2 USP22 USP3 VPS35 VRK3 WASF2 WBP1L WIPI2 YY1 ZBTB44 ZDHHC7 ZNF226 ZNF282 ZNF398 ZNF432 ZNF615 ZNF689 ZNF740 GSE9988_LPS_VS_CTRL_TREATED_MONOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9988_LPS_VS_CTRL_TREATED_MONOCYTE_UP ACOD1 ACSL1 ADAMDEC1 ADM ADORA2A-AS1 ADTRP ANO5 AQP9 AREG ARL5B ATP2B1-AS1 B3GNT2 BCL2A1 BIRC3 BSND BTG2 BTG3 C11orf96 C1QTNF1 CCL18 CCL23 CCL4 CCR7 CCRL2 CCSER2 CD274 CD83 CDK1 CDKN1A CFLAR CFLAR-AS1 CLCF1 CSF3 CSRNP1 CT75 CXCL1 CXCL2 CXCL3 CXCL8 CYB5D1 DCUN1D3 DDIT4 DDX5 DENND4A DENND5A DLGAP1-AS1 DLGAP1-AS2 DNAAF1 DNAJB4 DRAM1 DUSP1 DUSP2 DUSP5 DYRK3 E2F7 EDN1 EFNA1 EGR1 EIF1B ELL2 ETS2 F8 FAM177A1 FFAR2 FJX1 FOSL1 FOXO3 G0S2 GADD45A GADD45B GBP1 GBP2 GCH1 GNG2 GPR84 HECW2 HES1 HIVEP2 HNRNPC HS3ST3B1 ICAM1 ID2 IER3 IL10 IL12B IL18 IL1A IL1B IL23A IL36G IL6 IL6-AS1 IL6ST-DT INHBA KCNJ2 KDM7A-DT KRTAP5-8 LAMA3 LINC-PINT LINC01093 LINC01465 MAFF MAP3K4 MAP3K8 MARCKS MFSD2A MIR155HG MIR3142HG MIR3945HG MIR9-1HG MMP7 NAF1 NEDD4L NEK2-DT NEMP1 NFKBIA NFKBIZ NLRP3 NOCT NUP58 OSR2 PDSS1 PELI1 PFKFB3 PHF1 PHLDA2 PIGA PIM3 PLAUR PLD1 PLEK PLEKHF2 PLK3 PNRC2 POLR1F PPP1R15A PPP1R15B PSMD5 PTGER4 PTGS2 PTP4A1 PTS PTX3 RAB21 RAB33A RAP2C RAPGEF2 RBBP8 RBM17 REL RGCC RGL4 RGS1 RHCG RHOH RIN2 RIPK2 RND1 RPGR RTP3 RYBP SAV1 SELENOK SERPINB8 SFR1 SGMS1 SGPP2 SIAH2 SOCS3 SOD2 SPECC1L STARD4 STAT5A STK26 SUSD6 SYNPO2 TAOK3 TDH TFRC TIFA TMEM88 TMPO-AS1 TNF TNFAIP3 TNFAIP6 TNIP3 TP53BP2 TPD52 TXN UBE2D1 USP12 WTAP XBP1 YRDC ZC3H12A ZFC3H1 ZNF674-AS1 GSE9988_LPS_VS_LOW_LPS_MONOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9988_LPS_VS_LOW_LPS_MONOCYTE_DN ABCC6P1 ABHD8 ACTL6B AGRN AKAIN1 ANKS6 APBB2 ARL10 ARL16 ARMH4 ASXL3 ATAD3C AURKA BAZ1B BBOX1 BCDIN3D-AS1 BMP8B BPHL BPIFB4 CALCOCO1 CATSPERB CCDC59 CCDC7 CD22 CDC6 CFAP46 CLEC3B CLTRN COL18A1 CRB1 CRCT1 CSTL1 CYP4F3 DAND5 DDN DISP2 DKK3 DLL1 ELOVL3 EMILIN1 ENOX2 ENSG00000228021 EPHA3 FAM104B FAM182B FAM187B FAM229A FAM3A FBXL22 FGFR2 FOXF2 FRZB GAL3ST4 GCGR GGT6 GOPC GPR182 GPR85 GRB7 GRHL3 GRTP1 GSDMB H1-3 HAO1 HASPIN HEPACAM2 HS3ST1 HSD17B7 IGHV3OR16-13 IL33 IL9 ISLR ISOC2 KCNK9 KIF15 KIF19 KRT16 KRT20 KRT27 KRT79 LGR4 LGR5 LIN9 LINC00173 LINC00261 LINC00899 LINC00943 LINC01118 LINC01148 LINC01549 LINC02347 LINC02910 LOC154761 LY6G6C MED15P9 MMRN2 MOBP MORN3 MPG MUC1 MUC7 MYO3B MYOCD MYRFL NAP1L2 NLGN4Y NOL3 NOS3 NPW NUP62CL OCEL1 OR10H1 OR11A1 OR2C3 PAGR1 PAN2 PARP10 PAX4 PAX9 PBX4 PC PCDH7 PEBP4 PEX1 PHB1P19 PKP4-AS1 PNKP PNPO POM121 POU2AF3 POU3F3 PPARGC1B PPL PPP6R2 PREX1 PRRT3 RASL10A RBM46 RGPD4-AS1 RGS7BP RHOV RIBC2 RNASEH1-DT SEMA3D SHCBP1 SKAP1 SLC30A10 SLFN13 SNHG4 SNRNP48 SNTG1 SOX2 SPACA3 SPC25 SPZ1 ST7 STAG3L4 STAR STIL SUN3 SYCE2 TEX264 TLCD5 TLE5 TMEM125 TMEM254 TMTC2 TNKS1BP1 TNNC2 TP53I3 TRIL TRMT10B TSPEAR TSPY26P TUBAL3 UGT2B4 UNC5D UQCC2 VEPH1 WNT2B ZBTB7B ZNF23 ZNF439 ZNF740 ZNF823 ZYG11A GSE9988_LPS_VS_LOW_LPS_MONOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9988_LPS_VS_LOW_LPS_MONOCYTE_UP A2M ABCA9 ADAM20 ADGRA1 AJUBA AMPH ANKRD26P3 ANKRD29 AP1S3 ARHGAP20 ATP11A-AS1 B3GALT2 BASP1-AS1 BICC1 BMX BNIP1 C12orf75 C4BPB CABP2 CABS1 CABYR CD28 CDCA8 CFHR4 CGN CHRM4 CIBAR1-DT CLDN20 CMTM4 CNKSR2 CPLANE1 CPO CTLA4 CYP4A11 DDC-AS1 DEPTOR DHRS4-AS1 DIAPH3 DNAI3 DNAI4 DOP1B DPEP3 DRAXIN DRD2 E2F8 EDA2R EIF2B2 ELMOD1 ENSG00000248540 ENSG00000280119 EPYC ERCC6L ERICH6 FANCI FBXL12 FBXO16 FKBP4 GABRB2 GAS6-DT GBP6 GLDC GNRHR2 GOLGA1 GPR19 GREB1L GSTM5 GTF2H2 GULP1 HERC2P1 HHIP-AS1 HIRIP3 HLA-DPB2 HMGB3P22 HOXA11 HTR3C IGSF11 IRF1-AS1 IRF4 KCNA4 KCND3 KCNJ6 KIF18A KLHL3 KRT72 KRTAP19-3 KRTAP2-4 KRTAP4-6 LAMP5 LARP6 LINC00470 LINC00645 LINC00841 LINC01346 LINC01783 LRRC31 MAGEH1 ME1 MED22 MFF-DT MGC4859 MIR99AHG MT1E MTERF1 MTFP1 MYL5 MYOC NAV2-AS5 NCAM2 NPY2R NRAD1 NXPH2 OBSCN-AS1 ODAPH OLIG2 OR10C1 OR10D3 OR1J4 OR7A5 PALS2 PARG PBX1 PCA3 PCDHGB6 PCDHGB8P PHAX PKLR PKP3 PLCXD3 PLK4 POU3F2 PRICKLE2 PRKAG2-AS1 PTHLH PTPN5 RAD21L1 RAG1 RASSF8-AS1 RIC3 RIPPLY1 RPAP3 RUSC1-AS1 SCAND2P SCNN1B SDHAP1 SEMA4F SERPINB13 SLC1A7 SLC25A1 SLC38A4 SLC4A10 SLCO2A1 SPRR4 SPRYD3 STATH STON1 STRBP STYK1 SYNC TACC2 TAFA5 TATDN3 TBX5-AS1 TBXT TESPA1 THRA TLR5 TMEM225 TMEM72 TRAF3IP2-AS1 TRAP1 TRMT61B TSBP1 TSPAN5 TTC22 TTTY5 TUBB4A UPK1A VTCN1 WBP2NL WNT2 YAP1 ZACN ZBTB24 ZNF138 ZNF204P ZNF208 ZNF28 ZNF320 ZNF354C ZNF485 ZNF544 ZNF624 ZNF789 GSE9988_LPS_VS_LPS_AND_ANTI_TREM1_MONOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9988_LPS_VS_LPS_AND_ANTI_TREM1_MONOCYTE_DN ACOX3 ACSL3 ACVR1 ADCK2 ADCY3 AGAP3 AKIRIN2 ANKRD10 ANKRD28 ANKS6 ASPH ATF3 ATP6V1B2 ATP6V1D ATP6V1H BAG3 BANP BCAR3 BHLHE40 BRI3 CALU CAMSAP1 CAMTA2 CCR1 CD68 CD84 CDC42EP3 CEBPB CKS2 CNST COL15A1 COPRS CORO1C CRTAM CRY1 CSF1 CSTB CTSL DAB2 DCSTAMP DCUN1D4 DDIT3 DPH5 DTL DYNLT2B DYRK3 EDN1 EIF2AK3 FAM131A FAM83G FBXL5 FKBP15 FNIP2 FOSL1 GCNA GEM GFOD1 GLA GNA13 GNPDA1 GPALPP1 GPCPD1 GTF2A1 HAVCR2 HES4 IL36RN ITGAX ITPR1 KCTD7 KLHL21 KLHL6 LBH LBX2-AS1 LHFPL2 LINC-PINT LINC00595 LONP1 LONRF3 LPL LRFN4 LY9 LYSET MAFK MAP4K3 MAPK13 MELTF MIR21 MIR22HG MIR23AHG MMP1 MMP10 MMP19 MOAP1 MOB1B MRGBP NAA50 NEDD4L NEU1 NPC1 NR4A2 NRARP NRBP1 NRIP3 NRROS NUDT4 OGT OLIG2 PHF13 PIP4P1 PISD PLCXD1 PLEKHM1 PLEKHM2 PLEKHO1 PLPP3 PPARG PPFIA1 PRKAG2 PTPRE RABGEF1 RB1CC1 RGS1 RHEB RHOB RHOBTB3 RIOX1 RLF RNASEK RNF19A RRAD RRAGC RRAGD RRN3P3 S1PR3 SCARB2 SCG5 SDSL SERPINE1 SERTAD2 SGK1 SH3BP5 SH3D21 SIGLEC15 SLC19A2 SLC3A2 SLC9B2 SLCO4A1 SMIM13 SNAPC1 SNUPN SNX33 SNX9 SOS1 SOWAHC SPAG5 SPINK1 SPP1 SPRY2 ST18 ST3GAL6 STARD8 STX3 STX4 SYN2 TBC1D2 TBC1D7 TCEAL3 TCEAL9 TDRD9 TEX10 THAP4 TLNRD1 TLR5 TMEM181 TMEM38B TMEM65 TNFRSF12A TNFSF14 TNFSF15 TPCN2 TRIB1 TSC22D1 TUT7 TXN UBR7 UPP1 VMP1 VPS37B ZBTB2 ZBTB21 ZBTB43 ZC3HC1 ZMIZ1-AS1 ZNF674-AS1 ZSCAN5A GSE9988_LPS_VS_LPS_AND_ANTI_TREM1_MONOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9988_LPS_VS_LPS_AND_ANTI_TREM1_MONOCYTE_UP ACOD1 ACOX1 ACSL1 ACVR2A ADA ADAR ANKRD33B ANP32A APELA ARCN1 ARHGAP31 ARID1A ARMCX2 ARRB1 ASCC1 ATF6 ATP6AP1 ATXN7L1 BCL9L BCOR BID BIRC2 BIRC3 BLNK C1QTNF1 C1orf122 CCL1 CCL23 CCM2 CCSER2 CD40 CDC42EP2 CHST12 CHST2 CLIC4 CREBL2 CTNND1 CWC27 CXCL1 CYBB CYRIA DAPP1 DCP2 DNAJA1 DNAJB6 EFNA1 EHD1 EPB41L3 EPM2AIP1 EYA3 FAM89B FFAR2 FJX1 FOXN2 FPR2 FSCN1 GAPT GCH1 GNG2 GPR132 GRB2 GTF2F2 GTF3C6 HCAR3 HCK HDGF HNRNPH2 HNRNPR IER5 IFIH1 IKBKE IKZF1 IL10RA IL12B IL23A IL4I1 IRF1 ITGB8 KCND3 KCNJ2 KCNJ2-AS1 KDM1A KLF7 LACC1 LAIR1 LCOR LRG1 LYSMD2 MAD2L2 MAP3K8 MARCKS MARCKSL1 MAST3 MIR3945HG MTF1 MYL12A MYO1F MYPOP NADK2 NBR1 NCOA4 NDUFV2 NFE2L2 NFE2L3 NFKBIZ NIN OASL OAZ2 ORAI1 OSR2 PARP10 PAXIP1-DT PDE4B PDE6H PFKFB3 PHAX PIGV PIK3AP1 PIK3CD PIK3R5 PKN2 PLAC8 PLAGL2 PLEKHF2 PLSCR1 PNRC1 PPM1K PSMA4 PSMA6 PTAFR PTEN PTPRJ QKI RAB11A RAB13 RAC1 RAP1A RAP2C RASSF5 RBM22 RIN2 RND1 RNF144B RNF19B RPS27A RUBCNL SAMSN1 SCO2 SDC4 SERP1 SGPL1 SINHCAF SIX5 SKP1 SLA SLC25A28 SLC2A6 SLC30A7 SMCO4 SMG9 SMPDL3A SNX18 SOCS3 SRPRA STK17B STK38 SUGT1P1 SYNPO2 TAB2 TAOK3 TBC1D2B TGFBR2 THBS1 TIFA TLR4 TLR7 TLR8 TMED7 TMPO-AS1 TNFAIP2 TNFAIP3 TNFRSF10B TNFRSF9 TNFSF13B TNIP1 TOR1B TP53INP1 TRIM49 TRIM8 UBE2W UGP2 VASP VAV1 WNT5A XRCC5 YIPF1 ZNF217 ZNF436 GSE9988_LPS_VS_VEHICLE_TREATED_MONOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9988_LPS_VS_VEHICLE_TREATED_MONOCYTE_DN ACP5 ANKRD13D APBB1IP APOBR ARAP1 ARHGAP1 ARHGAP22 ARHGAP27 ARHGAP30 ARHGAP45 ARL3 ARL6IP5 ARPC1B ARRDC2 ATF5 ATG9A ATOSB ATP6V0E1 ATXN7L3 B4GALT3 BAZ1B BMF BRD3 BRI3 CALHM2 CASP8 CCR2 CDC34 CENPB CHAMP1 CLIC1 CMTM3 CORO1A COTL1 CSF1R CSK CTDSP1 CTDSP2 CTSH CX3CR1 CXCL16 CXCR4 CYTIP DAGLB DCAF12 DCLRE1C DDX17 DGKZ DIS3L DNAL4 DOK2 DSTYK DUSP7 DYNLL1 ELOVL1 EMSY ENC1 ENG EVI2A EXTL3 FAM78A FAM89B FRAT1 FRAT2 GABARAP GID4 GIT2 GLTP GLUL GRN GSTP1 HECA HHEX ICMT IFFO1 IFI30 IL27RA INTS9 JUND KLF13 KLHDC10 KLHDC3 LAMTOR2 LAPTM5 LGALS1 LYL1 MAP3K3 MAP7D1 MAST3 MLXIP MPEG1 MPG MR1 MTCH1 MYO1F NACC2 NAGS NCKAP5L NCOR2 NELFA NFIC NLRC4 NLRP12 NT5DC2 NUDT16L1 ORAI3 OTULINL PAGR1 PCBP1 PCBP2 PFKFB4 PGP PHAF1 PHC2 PHF23 PIK3CD PIP5K1C PLEKHO1 PLEKHO2 PLIN3 PLXNB2 POU2F1 PPP1CA PPP1R18 PPP1R9B PRELID1 PRR13 PSAP PTP4A2 PURA RAB11FIP4 RAB29 RAB31 RAB5IF RAB8A RANBP6 RAP2B RARA RGS12 RGS19 RHOG RPL27 RPS6KA1 RUNX3 S100A11 SASH3 SDHA SERTAD3 SETD1B SH2D3C SH3GL1 SMARCAL1 SNX27 SNX3 SPIDR STK11 STK24 STX6 STX7 SUMO2 TACC1 TACC3 TCF20 TCHP TFEB TGFBI TGIF2 THAP11 TIMP2 TLR1 TMBIM1 TMEM101 TMEM121B TMEM170B TNFAIP8L2 TNFRSF10D TNFRSF1A TNRC6A TRAPPC12 TSC22D3 TTC7A TWF2 TYROBP UBAC1 UNC45A USP19 USP22 VMO1 VPS35 WBP1L WDR44 WIPI2 ZBTB11-AS1 ZDHHC7 ZNF467 ZNF511 ZNF688 ZNF740 GSE9988_LPS_VS_VEHICLE_TREATED_MONOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GSE9988_LPS_VS_VEHICLE_TREATED_MONOCYTE_UP ABL2 ACOD1 ACSL1 ADM ADORA2A-AS1 ADRB2 ADTRP AQP9 AREG ARL5B ATP2B1 ATP2B1-AS1 B3GNT2 BCL2A1 BIRC3 BTG2 C11orf96 CAMK1G CASP5 CCL18 CCL20 CCL23 CCL4 CCNB1 CCR7 CCRL2 CD274 CD83 CDK1 CFLAR CFLAR-AS1 CHAC1 CSRNP1 CT75 CXCL1 CXCL2 CXCL3 CXCL8 CYB5D1 DCUN1D3 DDIT4 DDX5 DENND4A DENND5A DLGAP1-AS1 DLGAP1-AS2 DNAAF1 DNAJB4 DRAM1 DUSP1 DUSP2 DUSP5 DYRK3 E2F7 EDN1 EGR1 EIF1B ELOVL7 ETS2 F8 FFAR2 FJX1 FNIP2 FOSL1 G0S2 GADD45A GADD45B GCH1 GEM GPR84 HECW2 HNRNPC ICAM1 ICAM4 ID2 IER3 IL10 IL12B IL15RA IL18 IL1A IL1B IL23A IL2RA IL36G IL6 IL6-AS1 IL6ST-DT INHBA JUN KANK1 KDM6B KDM7A-DT LAMB3 LAMP3 LDLRAD4 LINC00299 LINC01093 LINC01465 LRRC8C MAFF MAP3K4 MAP3K8 MFSD2A MGAM MIR155HG MIR3142HG MIR3945HG MIR9-1HG MMP7 MSANTD3 MUCL1 NAF1 NEDD4L NEMP1 NFATC1 NFKB1 NFKBIA NFKBID NFKBIZ NIPAL4 NLRP3 NOCT NUP58 OTUD1 OTUD4 PDSS1 PELI1 PHLDA2 PIK3AP1 PIM2 PIM3 PLAUR PLD1 PLEK PLEKHF2 PLK3 PMAIP1 PNPLA1 POLR1F PPP1R15A PPP1R15B PSMA6 PTGS2 PTP4A1 PTX3 RAB33A RAPGEF2 RASGEF1B RBM17 REL RHOH RIPK2 RND1 RPGR RYBP SAV1 SELENOK SERPINB8 SFMBT2 SFR1 SGMS1 SGPP2 SIAH2 SLAMF7 SLC7A5 SNX9 SOCS3 SOD2 STARD4 STARD8 STAT5A STK26 TAF9 TARP TDH TIFA TJP2 TLCD3A TMEM88 TMPO-AS1 TNF TNFAIP2 TNFAIP3 TNFAIP6 TNIP3 TP53BP2 TPD52 TXN UAP1 UBE2J1 USP12 XBP1 YRDC ZC3H12A ZNF674-AS1 ZNF697 KAECH_DAY15_EFF_VS_MEMORY_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KAECH_DAY15_EFF_VS_MEMORY_CD8_TCELL_DN AASS ABHD14A ABLIM1 ACP5 ACTN1 AFM ANXA5 APEX1 AQP9 ARL6 ATP13A1 BANF1 BCL2 BMP7 C2CD3 CCR7 CCT6A CD247 CD7 CD8A CDK4 CMTM7 CNDP2 COX16 CRTAM CSAD CTNNA1 CXCR3 DDX21 DNAAF10 DNAJB2 DUSP1 DYM EEIG1 EGR1 ELL ELOVL5 ENTREP3 EOMES EVL EYA2 F2R FAAH FBL FLT3LG FOSB FOXN1 FTL GALK1 GALNT10 GALNT11 GART GATA3 GBE1 GLO1 GOSR1 GPR65 GRK6 GSTK1 GSTO1 GTF2H4 GZMM HDAC7 HEXA HM13 HPCAL1 HSD17B10 HSD17B11 HSD17B8 HSP90AB1 HSPA1B HSPE1 HYOU1 IFNAR2 IFRD2 IGBP1 IKBKB IL4R IL6R IL7R ITGB7 ITK ITPKB JUND KARS1 KCNN4 KLF4 KLF6 KLK8 LAMP1 LARP1 LCP1 LDAH LDHA LMO4 LUC7L LYSMD2 LYST MAP2 MAP3K5 MCCC1 MEOX2 MKRN1 MOGS MRM3 MRPL23 MYC MYH11 NFKBIA NGDN NOP56 NR2C1 NRCAM NSG2 NUDT3 PATJ PCBP1 PGM1 PHPT1 PHYH PIGX PIM2 POLR2H PPIE PPP1R15A PRDX6 PRSS12 PRSS23 PSMB10 PSMB9 PSMD6 PSME1 PTPRG PWP1 PYCR2 RAB3D RABAC1 RBM17 RFLNB RGS10 RHBDL3 RNF38 RPL10 RPL14 RPS3 RPS5 RPS6 RPSA RRP1B SATB1 SBF2 SCARB2 SELL SESN1 SHISA5 SLC10A1 SLC11A2 SLC12A7 SLC8A1 SMAD1 SMAD7 SMYD2 SOCS1 SOCS3 SOX5 SPRED2 SPRYD7 SRPK1 SRRM2 SSBP2 STAM2 STIM1 STX18 TBCEL TCF7 TDRP TLR6 TMEM126A TNF TNFAIP8L1 TNIP1 TOB1 TP53 TP53BP1 TSPAN31 TSPAN6 TTC27 TTC7B TUBB UBALD2 UBAP1 UBL4A UFD1 USP18 USP3 VKORC1 WDR83OS XDH YES1 ZFP36 KAECH_DAY15_EFF_VS_MEMORY_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KAECH_DAY15_EFF_VS_MEMORY_CD8_TCELL_UP ACTB ADAM8 ADCK1 ADCY6 AHNAK AHRR AK3 ALCAM ALDH2 AMFR ANXA1 ANXA2 ANXA4 ANXA7 APOBEC1 ARPP19 AURKB BATF3 BBLN BLK BLNK C1QTNF12 CA1 CA2 CARHSP1 CASP3 CCDC28B CCDC93 CCL1 CCR2 CCR6 CD180 CD19 CD22 CD244 CD38 CD4 CD40 CD47 CD74 CD79B CD81 CD86 CD9 CDCA8 CDKN1A CFP CHD7 CHEK2 CLCC1 CLPS CMBL CMC2 CREBRF CTSA CUZD1 CXCR2 CXCR5 CXXC5 DENND5A DOCK5 DSPP EBF1 EEA1 EGR2 EMP1 ENPP1 ENSG00000286190 ENTPD1 ENTPD2 ENTPD6 FADS1 FAM89B FAM8A1 FANCM FCER2 FCGR2B FOXA3 GABARAPL1 GALNT3 GJA3 GMFG GNAI2 GOLGA7 GPD2 GZMA GZMB HDC HHEX HK2 HLA-DQA1 HLA-DRB1 HP HS2ST1 HS3ST1 HSPA2 ID2 IDH3A IFITM3 IGF1R IGHG1 IGKC IGLC7 IL18RAP IL1B IL1RN IL4I1 IMPA1 IRF5 IRF8 ITGAV JARID2 KCNA4 KIF22 KLRD1 KLRG1 KMT2A KMT2E KPNA2 KRTCAP2 LACTB2 LAMC1 LAPTM5 LAT2 LGALS3 LITAF LMO2 LXN LY86 LYL1 MAD2L1BP MAN2A1 MBD4 MECR MED12L MEMO1 MFHAS1 MRPS15 MRPS24 MTM1 MTMR1 MTNR1A MXD4 MYADM MYB MYL4 NAPSA P3H4 PABPN1 PAM16 PHF13 PIAS3 PLXNB2 POU2AF1 POU3F2 PPL PPP3CA PRKCB PRR5 PSMD8 PTGER3 RALY RBX1 RECQL RECQL5 RGL1 RGS5 RHD RNF14 RORA RPL30 RPS6KB1 RSU1 RYR1 S100A8 SLC4A1 SLPI SMC4 SORBS1 SS18L2 SVIL SWAP70 SYK TBCE TBR1 TCF4 TIMM10 TNFRSF8 TNXB TP53INP2 TTC14 TWSG1 VMP1 VPREB3 WASF2 WNK2 ZC3H12C ZNF398 ZNF821 ZPBP KAECH_DAY8_EFF_VS_DAY15_EFF_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KAECH_DAY8_EFF_VS_DAY15_EFF_CD8_TCELL_DN AARD ABCC5 ABCG1 ACYP1 ADCY6 ADGRD1 AHI1 AKAP9 ALG2 AQP9 ARID3B ARRB1 ASGR2 AXIN1 BAD BCL2L2 BCL6 BLK C19orf48P CADM1 CAMK2B CASK CCND2 CCR1 CCR6 CD22 CD4 CD40 CDK11B CFP CHI3L1 CNGA1 CNOT4 CRAMP1 CREBBP CREG1 CTSK CXCL13 CXCR5 CXXC5 CYP2J2 D2HGDH DALRD3 DDX24 DGCR6 DNAJB2 DTD2 DUSP6 DVL1 E2F5 EMD ERAL1 ERCC2 EVL FABP2 FCER2 FCGR2B FCRLA FEM1B FOXP1 FPR1 FURIN GADD45A GALNT10 GATM GGA2 GLUL GNG12 GPR3 H1-2 HBB HHEX HLA-DOB HOXC4 HOXC5 HPS1 HSD17B11 HSD17B8 HTRA2 IDUA IGF1R IGFBP4 IGHG1 IGKC IGLC7 IL13RA2 IL1B IL6R IL7R INPP5A IPO4 IRF5 JCHAIN JUND KCNJ8 KIAA0930 KLF4 KMT2A LAPTM5 LONP1 LSM14B LY86 MAT2A MAU2 MLLT10 MPHOSPH10 MPP3 MROH1 MUTYH MYL4 NECAP1 NEDD4L NIT2 NKIRAS1 NR1D2 NSG2 OVGP1 P2RX4 PABPN1 PARP8 PCCB PCSK5 PDE4B PER1 PIM1 PISD PKD1 PLEKHA1 PLK2 PLXNB2 PNRC1 POLG POMGNT1 POU2AF1 POU2F1 POU6F1 PRMT3 PRNP PTGFR PTK6 PTPRS RABEPK RABGAP1L RALGPS2 RALY RECQL5 REM1 RERE RFLNB RGL2 RGS10 RHD RHOB RIN2 RNF141 RPL14 RPL30 RPL5 RPS19 RPS25 RPS6KC1 RRM2B SBF2 SCD SCG5 SELL SH2B3 SLC11A2 SLC26A2 SLC3A2 SLC7A7 SLFN12 SLPI SMAD7 SPOUT1 SUN2 SVIL TAPBP TCF4 TCF7 TDRP TFCP2 TJP1 TM2D3 TOMM34 TPST1 TSC22D1 VAMP2 VKORC1 VLDLR WASF2 WDR74 XPC ZBTB20 ZNF282 ZNF398 ZNF821 ZPBP ZSCAN26 ZYG11B KAECH_DAY8_EFF_VS_DAY15_EFF_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KAECH_DAY8_EFF_VS_DAY15_EFF_CD8_TCELL_UP ACOT7 ACOT9 ACSL5 ADAM8 ADPRH AIP AK3 ALDOA ANXA2 ANXA6 AP3S2 ARHGDIB ARL6 ASF1B ATP5IF1 ATP5PB ATP5PF BANF1 BATF BIRC5 BTF3 C3orf38 C9orf64 CASP7 CCDC12 CCNA1 CCNB2 CD48 CDC20 CDC25C CDC34 CDC45 CDCA5 CDK1 CDKN2C CIB1 CKS1B CMAS CMC2 CNDP2 COIL COMMD1 CORO1C COX16 COX17 COX6C CPT1A CRYM CTNNA1 DAP DBI DCPS DDOST DDT DHRS1 DLGAP5 DPP8 E2F8 EEF1AKMT1 EIF3C EIF3D EIF3K ELOA EMC3 ERG28 ERGIC3 ETFB F2RL3 FAM89B FDPS FRG1 G6PD GGH GLRX GNPDA1 GSTT2 GYG1 GZMB GZMK HIKESHI HK2 HM13 HMGB2 HTATIP2 IGBP1 INTS9 IQGAP3 ISYNA1 KIF11 KIF22 KIF4A LAGE3 LAMTOR1 LAMTOR5 LDHA LGALS1 LGALS3 LGALS3BP LGALS9B LIG1 LMNB1 LRRC8C LXN MBD2 MCM5 MED28 MKI67 MNS1 MRPL27 MRPL30 MRPL41 MRPL42 MRPL43 MRPS17 MYCBP NANS NAT1 NCAPH NCBP1 NDUFA4 NDUFA8 NDUFB5 NDUFB6 NDUFB9 NDUFV2 NELFCD NFE2 NUDT1 NUDT21 NUSAP1 PCLAF PDCL3 PERP PGLYRP1 PHB2 PLAC8 PLP2 PMM1 POMP PPIB PPP2R5C PRC1 PRDX1 PRELID1 PRIM2 PRRC1 PSMA2 PSMA5 PSMB6 PSMC1 PSMD8 PTGR1 PTPA PUF60 RAC2 RACGAP1 REEP5 REPS1 RNASEH2B ROM1 RPL13A RPN1 RPSA RRM1 RRM2 SELENOH SEM1 SGCB SH2D2A SLC25A4 SLC66A3 SMAP1 SPDL1 SRP14 SRP68 SSNA1 SSR1 STMN1 SUGT1 TACC3 TAGLN2 TBRG1 TCF19 TIMM13 TNFAIP8L1 TOP2A TRDMT1 TUBB TXN TXNDC17 TYMS UBL5 USP18 USP3 WASHC3 WDR1 WDR83OS XDH YBX3 YWHAG KAECH_DAY8_EFF_VS_MEMORY_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KAECH_DAY8_EFF_VS_MEMORY_CD8_TCELL_DN ABCG1 ABHD14A ADRB2 AFM AKAP9 ANTXR2 AQP9 ARRB1 ATF4 ATP13A1 AXIN1 BAG3 BCKDHB BCL2 C19orf48P CCND2 CCR7 CD28 CD7 CD72 CDR2 CHERP CNOT4 CTDSP2 CTSS CYFIP2 D2HGDH DALRD3 DDX5 DFFA DNAAF10 DNAJB2 DUSP1 DUSP6 EEIG1 EGR1 EIF1 EML5 ENTPD5 EOMES ERAL1 ERCC2 EVL EYA2 FAAH FBL FBXO21 FNTB FOS FOSB FOXP1 FTL GADD45A GALNT10 GALNT11 GATA3 GBE1 GSTK1 GSTO1 GZMM HEXA HLA-DOB HNRNPA1 HOXA9 HSD17B11 HSD17B8 IDUA IER2 IFNAR2 IFNG IFT172 IFT88 IL4R IL6R IL6ST IL7R IPO4 IVD JUN JUND KCNJ8 KCNN4 KCTD12 KLF4 KLF6 KLHL7 LAMP1 LARP1 LONP1 LY6E MAP4K3 MAT2A MCOLN2 MOGS MYC NCOA5 NDUFAF4 NEDD4L NLK NOP56 NOTCH1 NPM1 NR1D2 NR2C1 NSG2 NT5DC3 NUMA1 OGFOD2 OVGP1 P2RX4 PAM PARP8 PCCB PDK1 PER1 PIM1 PISD PKD1 PLEKHA1 PNRC1 POU2F1 POU6F1 PRMT3 PRSS12 RABAC1 RABGAP1L RALB RASA4 RBM39 RERE RETREG1 RFLNB RGCC RGS10 RGS2 RHOB RNF38 RPGR RPL10 RPL14 RPL5 RPL6 RPLP1 RPS19 RPS3 RPS4X RPS6KC1 RREB1 SATB1 SBF2 SELL SESN1 SETD4 SIPA1L2 SIT1 SKI SLC11A2 SLC12A7 SLC26A2 SLC3A2 SMAD1 SMAD7 SNAP47 SNTB2 SOCS3 SOX3 SPOUT1 SRSF7 SSBP2 STX1A SUN2 TAPBP TCF7 TDRP TENT5C TLR6 TMX2 TNFAIP3 TNFAIP6 TNFSF8 TP53 TP53BP1 TRAF1 TSR1 USF1 VAMP2 VARS1 VKORC1 WDR74 XPC YES1 ZBTB20 ZFP36 ZFP36L1 ZFP36L2 ZKSCAN3 ZNRF1 ZSCAN26 ZYG11B KAECH_DAY8_EFF_VS_MEMORY_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KAECH_DAY8_EFF_VS_MEMORY_CD8_TCELL_UP ABRACL ACSL5 ACYP2 ADAM8 ADPRH AK3 ANXA1 ANXA2 ANXA4 AP3S1 APAF1 ARL6 ASF1B ATP5IF1 ATP5PF ATP6V0E1 ATP6V1A BAK1 BATF BBLN BCL2A1 BIRC5 BMAL1 BRCA1 BTF3 BUB1 CARHSP1 CASP7 CCDC12 CCNA2 CCNB2 CCNF CCR2 CD244 CD48 CD68 CD9 CDC20 CDC25C CDC45 CDC6 CDCA5 CDK1 CDK2 CDK2AP1 CDKN2C CDKN3 CENPA CHAF1A CHD7 CKS1B CMC2 COA6 COMMD2 COQ3 CORO1C COX17 CPT1A CRY1 CSTB DAP DBI DCLRE1A DENND5A DHRS1 DLGAP5 DNAJC1 EEF1AKMT1 EMP1 ENSG00000286190 ENTPD1 ETFB EZH2 F2RL3 FADS1 FRG1 FXN GABARAPL1 GDAP2 GEM GLRX GNG10 GNPDA1 GPD2 GSN GTSE1 GZMA GZMB GZMK HASPIN HDAC1 HIKESHI HK2 HMGB2 IDE IDH1 IDH3A IL12RB2 IRF8 ITGA4 ITGAM KCTD9 KIF11 KIF22 KIF2C KIF4A KLRC1 KLRG1 KPNA2 KRTCAP2 LACTB2 LAMC1 LAMP2 LAMTOR5 LAT2 LGALS1 LGALS3 LITAF LMAN2 LMNB1 LYPLA1 MAD2L1 MED12L MEMO1 MFHAS1 MFSD14B MKI67 MNS1 MOCS2 MRE11 MRPL27 MRPL43 MRPS17 MRPS21 MSRB1 NCAPH NCBP1 NDRG1 NDUFV2 NDUFV3 NFE2 NUSAP1 P3H4 PCLAF PDCD1 PERP PHF5A PLK4 PPIB PPP2R5C PRC1 PRDX1 PRELID1 PRIM2 PRKCB PRRC1 PSMA2 PSMA4 PSMA5 PSMD8 PTGR1 PTPRA RACGAP1 REEP5 REPS1 RNASEH2B RNF14 RRM1 RRM2 RSU1 S100A10 S100A4 SH3BGRL SLC2A3 SLC66A3 SMAP1 SMDT1 SNX10 SRP14 STMN1 SUN1 TAB2 TACC3 TBCB TCF19 TMED2 TMEM165 TMEM50B TOP2A TRAPPC1 TWSG1 TXN TXNDC17 TYMS UBL5 UGCG VMP1 VPS29 YBX3 ZFAND5 KAECH_NAIVE_VS_DAY15_EFF_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KAECH_NAIVE_VS_DAY15_EFF_CD8_TCELL_DN ACOT7 ACTB ADORA2A AHNAK ALAD ALCAM ALG2 ANXA1 ANXA2 ANXA4 AQP9 ARF6 ATF6 BBLN BCL2A1 BCL2L2 BHLHE40 CAPN2 CARHSP1 CASP1 CASP3 CASP4 CASP7 CCL4 CCL5 CCNB2 CCND3 CCR2 CCR5 CD160 CD4 CD44 CD47 CHL1 CHPT1 CLDND1 CMC2 COPRS COX17 CR1L CRTAM CTLA4 CTSD CXCR3 CYP3A43 DAPK2 DENND5A DNAJC1 DNMT1 DOCK5 DSTN EEA1 EFHD2 ELL2 EMP1 EMP3 ENPP1 ENTPD1 EOMES ERRFI1 ETFB F2R FAM89B FANCM FASLG FCGR2B FCGRT FGL2 FGR GABARAPL2 GALNT3 GBP4 GGH GJA1 GLRX GMFG GPM6B GSTM3 GZMA GZMB GZMK GZMM H1-0 H1-2 H2AX HASPIN HK2 HLA-A HMGB2 HOPX ID2 IDE IFITM10 IFNG IL10RA IL13RA2 IL18R1 IL18RAP INSM1 ITGA4 ITGAL ITGAX ITGB1 KCNJ8 KCTD9 KLF10 KLRC1 KLRD1 KLRG1 KLRK1 KRTCAP2 LAMC1 LAPTM5 LGALS1 LGALS3 LITAF LPIN1 LPIN2 LRP10 LXN LYPLA2 MAN2A1 MAP7D1 MAPRE2 MBD2 MDFIC MED12L MTM1 MTMR7 MX2 MYADM MYO1F NBEAL2 NR4A2 NRP1 NT5E NUCB1 PERP PGLYRP1 PHF13 PLSCR1 POLR2L PON1 PRDM1 PRDX1 PRDX4 PRF1 PRR13 PRXL2A PTPN13 PTTG1 RAB33B RAB5C RACGAP1 RALY RECK RHOQ RNF19B RORA RPA2 RPAP1 RRBP1 RSU1 S100A10 S100A11 S100A13 S100A4 S100A6 SEC61G SERPINB9 SH2D1A SLA SLC25A53 SLC35E4 SMYD1 SNTB2 SNX10 SOCS2 SORBS1 SRGN SSPN ST3GAL6 STARD10 STMN1 STMP1 TENM1 TERF1 TMED10 TRAPPC1 TSPAN31 TTC7B TXN TXNDC5 UBE2K UNC119B VMP1 XDH YBX3 ZNF398 ZNF821 KAECH_NAIVE_VS_DAY15_EFF_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KAECH_NAIVE_VS_DAY15_EFF_CD8_TCELL_UP ABCC5 ABLIM1 ACADM ACP5 ACTN1 ADAR ADCY6 ADD1 AIMP2 AKAP9 AMPD3 ANKRD10 APEX1 ARMCX2 ARRB1 ATP6V0A2 BIRC2 BZW2 C15orf39 CCDC152 CCR7 CCR9 CD247 CD46 CD5 CD7 CD8A CDK16 CHRNB1 CRLF3 CSAD CTPS1 CTSV CXXC5 DAG1 DDC DDX21 DDX50 DGKA DNAJB2 DNAJC7 DNTT EEIG1 ELOVL5 EMB EML5 ENG EPB41L4A-AS1 EPHX1 ETS2 EVL EXT1 EYA2 FNTB GABRR2 GALK1 GALNT11 GALNT2 GBP2 GGT5 GRIA3 GRK6 GSN GSTK1 GSTT2 H19 HAGH HDAC2 HDAC5 HOXA5 HPCAL1 HSD17B10 ID3 IDH2 IFRD2 IKBKB IKBKE IL4R IL6R IL6ST IPO4 ITGAE ITK ITPKB KCNN4 KLK8 LDLR LEF1 LIPA LMO4 LRWD1 MBTD1 MCCC1 METTL3 METTL9 MFHAS1 MGST2 MOGS MORF4L2 MPHOSPH9 MPP1 MRM3 MRPL23 NAB2 NAT1 NCBP1 NDUFB5 NEDD4L NPC2 NR2C1 NSG2 OR4C3 ORC4 OXCT1 P4HA1 PA2G4 PAPOLA PATJ PCCB PDK1 PELI1 PHPT1 PIP4K2A PLAUR PLEKHA1 POLR3A PPIC PRDX6 PRKD2 PRMT3 PSMB10 PSMD6 PSME1 PTOV1 PWP1 PYCR2 QRICH1 RAB3IP RACK1 RAMP1 RETREG1 RFLNB RGCC RGS10 RNASET2 RPL10 RPS2 RPS3 RPS6 RPS6KA2 RPS8 RPSA SARAF SATB1 SCN10A SEC11C SELENOH SELL SERPINI1 SESN1 SF3B3 SFMBT2 SH3BP5 SLC12A7 SLC25A15 SLC30A4 SMAD1 SMAD7 SMC4 SNHG6 SPRED2 SPSB1 SPTBN1 SQOR SRCAP SRM SSBP2 ST6GAL1 TBCEL TDRP TEC TIMELESS TLR6 TMEM223 TNFAIP8L1 TTC27 TTC3 TUBB TUBB6 USP3 VAPA VPS37B WASHC3 WDR1 WDR6 WLS YJU2B YY1 ZFR ZNRF1 KAECH_NAIVE_VS_DAY8_EFF_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KAECH_NAIVE_VS_DAY8_EFF_CD8_TCELL_DN ABRACL ACOT7 ACTB ACYP2 ADAM19 ADAM8 ADPRH AHNAK AK3 ANXA1 ANXA2 ANXA6 AP2S1 ARF6 ARL6 ATP5MF ATP6V0E1 BAG1 BAK1 BATF BBLN BCL2A1 BHLHE40 BIRC5 BTF3 CAPNS1 CAPZB CARHSP1 CASP1 CASP4 CASP7 CCDC12 CCL5 CCNB2 CCR2 CCR5 CD160 CD44 CD48 CDC20 CDC25C CDC34 CDCA5 CDK1 CDK2AP1 CDKN2C CDKN3 CHD7 CHPT1 CKS1B CLIC4 COX17 CRIP1 CRIP2 CST7 CTLA4 CXCR3 DBI DCPS DENND5A DHRS1 DLGAP5 DNAJC1 DNAJC15 DOCK5 DSTN E2F8 ECH1 EFHD2 EMP1 ENSG00000286190 ERRFI1 ETFB F2R F2RL3 FAM89B FASLG FRG1 GABARAPL2 GALNT3 GEM GGH GLRX GNPDA1 GZMA GZMB GZMK H2AZ1 HASPIN HK2 HLA-A HMGB2 HOPX ID2 IDE IFITM10 IFNG IL18R1 IL18RAP ITGA4 ITGAX ITGB1 KCTD9 KIF11 KIF22 KIF2C KLRC1 KLRG1 KLRK1 KRTCAP2 LAMC1 LAMTOR5 LGALS1 LGALS3 LGALSL LIG1 LITAF LMAN2 LXN MAP7D1 MAPRE2 MBD2 MDFIC MED12L MKI67 MNS1 MRPL20 MRPL27 MYO1F NCAPH NDUFB7 NDUFB9 NDUFV2 NDUFV3 NRP1 NUCB1 NUSAP1 PERP PFKP PGLYRP1 PLP2 PLSCR1 PRC1 PRDM1 PRDX1 PRDX4 PRELID1 PRF1 PRR13 PRRC1 PRUNE1 PSMA2 PSMD8 PTGR1 PTPN13 PTTG1 RACGAP1 REEP5 REPS1 RHOQ RNPEP ROM1 RORA RPA2 RRBP1 RRM2 RSU1 S100A10 S100A11 S100A13 S100A4 S100A6 SEC61G SEPTIN10 SERPINB9 SGO1 SH2D1A SH2D2A SLC2A3 SLC66A3 SMAP1 SNRNP27 SNX10 SRP14 STMN1 TACC3 TBCB TCF19 TNFRSF1B TOP2A TRAPPC1 TSPAN31 TXN TXNDC5 TYMS UBE2J2 UBL5 UNC119B VPS29 YBX3 KAECH_NAIVE_VS_DAY8_EFF_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KAECH_NAIVE_VS_DAY8_EFF_CD8_TCELL_UP ABCC5 ABCG1 ABLIM1 ACYP1 ADCY6 AKAP9 AMPD3 ANKRD10 APP ARID3B ARRB1 ATP13A1 BCKDHB BZW2 C19orf48P CAMSAP1 CASK CCND2 CCR7 CCR9 CD7 CD72 CFLAR CHERP CLIP1 CLK4 CNGA1 CNN3 CNOT4 COL5A1 CRAMP1 CRLF3 CTSS CTSV CXXC5 CYP2J2 CYTH3 DALRD3 DCP1A DDC DDIT4 DGKA DHX30 DNAAF10 DNAJB2 DNAJC7 DNTT DPH5 DUSP6 DVL1 EEIG1 EGR2 EML5 EPHX1 ETS2 EVI5 EVL EYA2 FBXO21 FNTB FOXP1 FRMD8 GADD45A GALNT11 GGA2 GSN HAGH HLA-DOB HSD17B11 HSD17B7 IDUA IFT81 IGF1R IGHM IKBKE IL4R IL6R IL6ST IL7R IPO4 ITGAE KCNN4 KCTD12 KMT2A LEF1 LIPA MAP1S MAP4K3 MAP7 MARCKS MAT2A MCCC1 MDM4 METTL9 MFHAS1 MFN1 MGST2 MIA3 MSH3 MYC MYCBP2 NCOA5 NDUFAF4 NEDD4L NIT2 NLK NOMO1 NOTCH1 NR2C1 NSG2 NUMA1 OVGP1 P2RX4 P4HA1 PAN2 PARP8 PATJ PCCB PDK1 PELI1 PHETA1 PIP4K2A PISD PKD1 PLEKHA1 POU2AF1 POU2F1 PPTC7 PRKD2 PRMT3 PTOV1 RAB3IP RABGAP1L RACK1 RALGPS2 RAMP1 RBM38 RCC2 RERE RETREG1 RFLNB RGCC RNF141 RNF38 RPL10 RPL14 RPL5 RPL6 RPS19 RPS3 RPS3A RPS4X RPS6 RPS6KC1 RPS8 SATB1 SELL SESN1 SETD6 SF3B3 SFXN2 SIPA1L2 SKI SKIC2 SLC11A2 SLC12A7 SLC44A1 SMAD1 SMAD7 SRCAP SSBP2 ST6GAL1 STX1A SURF6 TAPBP TCF4 TCF7 TCP11 TEC TIA1 TLR6 TMEM245 TOMM34 TP53 TSPAN13 TSR1 TTC3 VKORC1 WDR6 WDR74 WFS1 WIPI2 WLS XPC ZBTB20 ZFP36 ZKSCAN3 ZMYND11 ZNRF1 ZYG11B KAECH_NAIVE_VS_MEMORY_CD8_TCELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KAECH_NAIVE_VS_MEMORY_CD8_TCELL_DN ACOT7 ADAM19 ADGRE5 AHNAK ANXA1 ANXA2 AQP9 ARL6 ATF6 ATN1 BAG3 BCHE BCL2 BCL2A1 BHLHE40 CAPN2 CAPNS1 CASP1 CASP4 CCL4 CCL5 CCND3 CCR2 CCR5 CD160 CD44 CD7 CDC34 CDK4 CHPT1 CISH CLDND1 COX17 CRIP2 CRTAM CST7 CTLA4 CTNNA1 CTSD CTSW CXCR3 CYB5R3 CYFIP2 DAPK2 DENND5A DOCK5 DPM3 DPP7 DYM EEA1 EFHD2 ELL2 EMP1 EOMES ERRFI1 ETFB F2R FASLG FCGR2B FCGRT FGF13 FGF19 FGL2 FGR FOS FOSB FRMD5 GABARAPL2 GADD45B GATA3 GBP4 GDNF GGH GLRX GSTO1 GZMB GZMK GZMM H1-0 HASPIN HCFC1R1 HDHD5 HLA-A HMGB2 HOPX HS1BP3 ID2 IFITM10 IFNG IGF2R IL10RA IL18R1 IL18RAP IL7R IQGAP2 ITGA4 ITGAX ITGB1 ITGB2 ITGB7 JUND KCNJ8 KLF10 KLF4 KLF6 KLRC1 KLRG1 KLRK1 KRTCAP2 LGALS1 LRRC8C LYPLA2 LYSMD2 MAP7D1 MAPRE2 MBD2 MDFIC MOGS MTMR7 MX2 MYO1F N4BP1 NELFE NRP1 NUCB1 ODC1 OPRK1 PACS1 PCLAF PCNA PFKP PGAM1 PGLYRP1 PHF13 PIM1 PLSCR1 POLR2L PON1 POU6F1 PPP3CC PRDX2 PRF1 PRR13 PRSS12 PTPN13 RACGAP1 RAD51D RBMX RECK RNF138 RNF19B RORA RPAP1 RPGR S100A10 S100A11 S100A13 S100A4 S100A6 SEPTIN1 SF3A1 SH2D1A SH2D2A SH3YL1 SHC1 SLC25A53 SLCO3A1 SNTB2 SNX10 SORL1 ST3GAL4 ST3GAL6 ST8SIA2 STARD10 STMN1 SYT9 TBL2 TENT5C TMED10 TMEM37 TNFAIP3 TNFRSF1B TNFSF10 TOB1 TOM1 TRAPPC1 TSPAN31 TTC7B TXN TXNDC5 UBC UNC119 UNC119B VKORC1 WEE1 XDH XRCC5 YBX3 YES1 ZMAT3 KAECH_NAIVE_VS_MEMORY_CD8_TCELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KAECH_NAIVE_VS_MEMORY_CD8_TCELL_UP ABCG2 ABLIM1 ACADM ACTN1 ADCY6 ADCY7 AHR AKAP9 ANAPC5 ANKFY1 ANKRD10 ANP32A ARL8B ATAD2B ATP5IF1 BIRC2 BIRC3 BLK BTBD1 CALU CANX CASK CCDC28B CCR7 CCR9 CD1D CD5 CD79B CD8A CD9 CDK16 CDK2 CLK4 CNN3 COL5A1 CRAMP1 CRY1 CSAD CSNK1E CXXC5 CYB5A CYTH3 DAG1 DAP DDIT4 DICER1 DNAJC7 DNTT DUSP16 DUSP6 EGR2 ENG EPHA5 EPHX1 ETS2 EXT1 FADS1 FARSB FCER2 FKBP4 GABRR2 GATA2 GGT5 GPD2 GRIA3 GRK6 GTF3C1 HDAC1 HDAC2 HDLBP HLA-DOA HLA-DOB ID3 IDH2 IFI27L2 IFIT1B IGF1R IGHM IKBKE IL6R IL6ST INTS14 IRF9 ISG20 ITGAE JARID2 KANSL2 KIF23 KLF7 KMT2A LAMP2 LDLR MAP4K2 MAP7 MBTD1 MECR METTL9 MFHAS1 MGST2 MIA3 MIOS MPHOSPH9 MPP1 MRM3 MS4A1 MXD4 MYB NAB2 NAP1L1 NCBP1 NCF2 NDRG1 NEDD9 NRAS NRIP1 NSG2 NSMCE1 ORC4 OXCT1 PAN2 PAPOLA PATJ PBX2 PDK1 PHTF2 PIP4K2A PLEKHA1 POU2AF1 PPIC PRKCB PRKD2 PRM2 PSAP PSMA5 PTOV1 PWP1 RAB3IP RALGPS2 RAMP1 RBX1 RCAN3 RERE RETREG1 RFLNB RGS10 RGS7 RNASET2 RNF14 RPF1 RPL22L1 RPS2 RPS8 RWDD4 S100PBP SEC11C SESN1 SFMBT2 SFXN2 SLC30A4 SLC39A1 SMC4 SMPD2 SPCS2 SPSB1 SPTBN1 SQLE SQOR SRCAP ST13 ST6GAL1 STT3B TCF4 TDRP TIA1 TLR6 TMEM191C TMEM245 TMEM50B TNFAIP8L1 TNNT1 TRIM21 TSPAN32 TTC14 TTC3 TUBA1A UBE2R2 UGCG USP34 WASHC3 WDR26 WFS1 WNK1 ZBTB2 ZFAND5 ZFP1 ZFR ZNF281 ZNF292 ZNRF1 ZPBP ANDERSON_BLOOD_CN54GP140_ADJUVANTED_WITH_GLA_AF_AGE_18_45YO_1DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ANDERSON_BLOOD_CN54GP140_ADJUVANTED_WITH_GLA_AF_AGE_18_45YO_1DY_DN ACD ACLY ACO2 ACTB ADD1 AFF4 ANTXR2 ARAP1 ARF1 ARF3 ARHGAP1 ARHGAP30 ARID3A ARPC4 ATP6AP1 ATP6V1B2 BABAM2 BANP CACNA1S CAP1 CBL CLASP1 CREBBP CTCF DPEP2 DPF2 DPP8 DVL3 FBXL18 FLII FOXJ3 FRA10AC1 GALNT10 GBA1 GRK2 GRK6 HARS2 HGS HNRNPK IDH3B KAT6A KMT2D LAMP1 LAPTM5 LASP1 MAP7D1 MAST3 MIDEAS MSN MTMR3 MYH9 NDRG3 PGD PPP1CA PRRC2C RAB5B RABGEF1 RALY RASSF5 RCSD1 RIC8A SAP130 SEC16A SEC23B SF3B2 SH2D3C SON SORL1 SPEN SRRM1 STK24 STK4 STX2 TAF4 TBC1D22A UBA1 UPF1 VPS8 WAS WDR1 WLS YWHAZ ZAN ZNF106 ZNF341 ANDERSON_BLOOD_CN54GP140_ADJUVANTED_WITH_GLA_AF_AGE_18_45YO_1DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ANDERSON_BLOOD_CN54GP140_ADJUVANTED_WITH_GLA_AF_AGE_18_45YO_1DY_UP ADRA2C AMY1B ARTN ATAD1 ATP11C BANF2 BMP8B BOLA2 BRIX1 C4orf3 C9orf64 CAMK1G CAMK2A CAPZA1 CASTOR1 CD48 CRB3 CSNK1G1 EID3 ENSA FAM162A FAM89A FSTL4 FUT8-AS1 GCLM GIMAP2 GOLGA6L7 GUCA2A H3-4 HBE1 HCN2 HLA-C HS3ST6 IER3IP1 IGFBP1 IL17REL ING3 ITM2B KCTD7 KRT75 KRTAP10-2 LINC01618 MAPK8IP2 MIR488 MRPL15 MTX2 NALF2 NR2F2 NRSN2 OR52D1 PCYOX1 PHLDB1 PKP2 PLA2G3 PRDX4 PRKACG RASSF6 RBMX2 RFX4 RNASEH2B RNF7 RPS18 RUNX1T1 RXRG SCGN SIGLEC6 SMIM30 SNORD13 SNORD3D SNTA1 SNX14 SOD2-OT1 SPINK2 SRGAP2C STAR SUMO1 SYP TAFAZZIN TMEM106B TMEM191A TMEM70 TMSB4X TTC30A ZNF160 ZNF320 ZNF93 ANDERSON_BLOOD_CN54GP140_ADJUVANTED_WITH_GLA_AF_AGE_18_45YO_3DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ANDERSON_BLOOD_CN54GP140_ADJUVANTED_WITH_GLA_AF_AGE_18_45YO_3DY_DN ACTG1 AFF4 AMDHD2 ARAP3 ARPC1B ATG4B ATP6V1A CHMP2A CORO1A DNAJB12 DNTTIP1 DPEP2 HBP1 KCTD2 MAEA MAPRE1 NUDT5 OSTF1 PARN PGAM1 PPP1CA PSMC1 PSMD13 RAB7A RAI2 S100A4 SCAND1 TMLHE TRIM63 TTI2 WAS WLS ZAN ZNG1F ANDERSON_BLOOD_CN54GP140_ADJUVANTED_WITH_GLA_AF_AGE_18_45YO_3DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ANDERSON_BLOOD_CN54GP140_ADJUVANTED_WITH_GLA_AF_AGE_18_45YO_3DY_UP AMY1B ARTN BCAN BMP8B CAMK1G CASTOR1 CLUH COL6A3 EEF1AKMT1 EML2 FRMPD2B G6PC1 GCK GDF1 HBE1 IGFBP1 ING3 LINC01618 MIR7-3HG MPI MROH8 NECAP2 OR11A1 OR2A20P PCYOX1 PKP2 RFX4 RNU4-1 RNU4-2 RTL8B SCX SPICE1 STAR TMEM191A TMEM70 TMSB4X TTC30A XRCC3 ZNF320 ZNF93 ANDERSON_BLOOD_CN54GP140_ADJUVANTED_WITH_GLA_AF_AGE_18_45YO_6HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ANDERSON_BLOOD_CN54GP140_ADJUVANTED_WITH_GLA_AF_AGE_18_45YO_6HR_DN ACTRT1 ART1 ATP1A3 ATP6AP1L B4GALT3 BDNF C1QTNF2 CMTM3 CRLF2 DDIT4 DDX19A DNA2 DPF1 EXOG FCGR3A FGF23 FKBP5 FRA10AC1 GFRA4 GMPPB GOLGA8M GUK1 HMCES HOXB6 HRH1 IDH3B IGHMBP2 IRF3 ITPRIPL1 KCNJ10 LSP1 LYL1 MED1 MEGF10 MEGF8 MYG1 OR51D1 PDRG1 PMEPA1 PRDM9 PRR5 PSENEN PTK6 PTPN7 R3HDM4 RELL1 RFX5 RGS10 SAP30 SEPTIN5 SGCA SLC25A39 SLC35G6 SLC39A13 SPRYD3 ST13P4 TBC1D21 TPRA1 TSC22D3 UBB UBL4A UBXN6 ZNF580 ANDERSON_BLOOD_CN54GP140_ADJUVANTED_WITH_GLA_AF_AGE_18_45YO_6HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ANDERSON_BLOOD_CN54GP140_ADJUVANTED_WITH_GLA_AF_AGE_18_45YO_6HR_UP AP1M2 ATG3 C4orf3 CCR2 CD1C CIAO1 CREB1 FAM200A FUT6 FUT8-AS1 ING3 IPP KIAA2026 KRR1 LYPLAL1 MIR25 MYOF NALF2 NFKBIZ OTP PCYOX1 PHAX PTGR2 PTPRO RAB18 RAPSN RASSF6 RPN2 SEM1 SLC25A51 SLC4A4 SLU7 SPTY2D1 TAF15 TMSB4X UFSP2 ZFYVE27 ANDERSON_BLOOD_CN54GP140_ADJUVANTED_WITH_GLA_AF_AGE_18_45YO_7DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ANDERSON_BLOOD_CN54GP140_ADJUVANTED_WITH_GLA_AF_AGE_18_45YO_7DY_DN IDH3B NUDT16L1 PAX2 PDXDC1 PRKCZ SMPD2 UQCR10 ANDERSON_BLOOD_CN54GP140_ADJUVANTED_WITH_GLA_AF_AGE_18_45YO_7DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ANDERSON_BLOOD_CN54GP140_ADJUVANTED_WITH_GLA_AF_AGE_18_45YO_7DY_UP ALDH8A1 AMY1B BMP8B C9orf64 CAMK2A CDK6 DTNA EXO5 FRMPD2B GGT2P GOLGA6L7 HBE1 HECA HSP90AA2P HTR2A ICA1L IGFBP1 ING3 ITM2B KCTD7 NME2 PCYOX1 RAD51 RASSF6 RFX4 RPS6KA3 RTL8B SCX SIGLEC6 SLC26A4-AS1 SOD2-OT1 STAR TAOK3 TMEM156 TMEM191A TMEM70 TMSB4X TTC30A ZNF160 ZNF320 ZNF568 ZNF93 ANDERSON_BLOOD_CN54GP140_ADJUVANTED_WITH_GLA_AF_AGE_18_45YO_HIGH_IGM_RESPONDERS_3DY_7D_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ANDERSON_BLOOD_CN54GP140_ADJUVANTED_WITH_GLA_AF_AGE_18_45YO_HIGH_IGM_RESPONDERS_3DY_7D_DN IL2RB KLRB1 KLRD1 NKG7 SLAMF7 TBX21 ANDERSON_BLOOD_CN54GP140_ADJUVANTED_WITH_GLA_AF_AGE_18_45YO_LOW_IGM_RESPONDERS_6HY_1DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ANDERSON_BLOOD_CN54GP140_ADJUVANTED_WITH_GLA_AF_AGE_18_45YO_LOW_IGM_RESPONDERS_6HY_1DY_UP CAV1 KCNH1 KRTCAP2 SLC44A1 TXNDC15 BUCASAS_PBMC_FLUARIX_FLUVIRIN_CAUCASIAN_MALE_AGE_18_40YO_HIGH_RESPONDERS_1DY_3DY_POSITIVE_PREDICTIVE_OF_TITER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUCASAS_PBMC_FLUARIX_FLUVIRIN_CAUCASIAN_MALE_AGE_18_40YO_HIGH_RESPONDERS_1DY_3DY_POSITIVE_PREDICTIVE_OF_TITER CD74 HLA-E IRF9 SPI1 STAT1 TNFSF13B BUCASAS_PBMC_FLUARIX_FLUVIRIN_CAUCASIAN_MALE_AGE_18_40YO_HIGH_RESPONDERS_1DY_TOP_FUNCTIONAL_NETWORK_POSITIVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUCASAS_PBMC_FLUARIX_FLUVIRIN_CAUCASIAN_MALE_AGE_18_40YO_HIGH_RESPONDERS_1DY_TOP_FUNCTIONAL_NETWORK_POSITIVE CD27 CORO1A CSF2RA DAPP1 FCGR1A HLA-G IRF9 ISG15 LILRB1 LILRB3 PIGR PNPT1 PRKD2 RBCK1 SNRNP70 STAT1 STAT2 TAPBP TNFSF14 BUCASAS_PBMC_FLUARIX_FLUVIRIN_CAUCASIAN_MALE_AGE_18_40YO_LOW_RESPONDERS_1DY_POSITIVE_PREDICTIVE_OF_TITER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUCASAS_PBMC_FLUARIX_FLUVIRIN_CAUCASIAN_MALE_AGE_18_40YO_LOW_RESPONDERS_1DY_POSITIVE_PREDICTIVE_OF_TITER E2F2 ITGB1 PRDX2 PRDX3 PTEN CAO_BLOOD_FLUMIST_AGE_05_14YO_1DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAO_BLOOD_FLUMIST_AGE_05_14YO_1DY_DN ATP9B MFSD12 MSRB3 MTCH2 PCGF3 PRDM10 RORA SASS6 CAO_BLOOD_FLUMIST_AGE_05_14YO_1DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAO_BLOOD_FLUMIST_AGE_05_14YO_1DY_UP CHTF8 CPT1A DSCC1 FLVCR1 STK40 TRAPPC6B URB1 CAO_BLOOD_FLUMIST_AGE_05_14YO_30DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAO_BLOOD_FLUMIST_AGE_05_14YO_30DY_DN CBR1 HEMGN LSMEM1 MGAM2 SERPINA1 VPS41 WASHC2A XCR1 CAO_BLOOD_FLUMIST_AGE_05_14YO_30DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAO_BLOOD_FLUMIST_AGE_05_14YO_30DY_UP DSCC1 FLVCR1 IL3RA PPP1R3F PSMG3-AS1 TERF1 CAO_BLOOD_FLUMIST_AGE_05_14YO_7DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAO_BLOOD_FLUMIST_AGE_05_14YO_7DY_DN ASB16-AS1 BMF FGFBP3 MYBPH PPP1R8 RASGRP4 RSC1A1 TBC1D17 CAO_BLOOD_FLUMIST_AGE_05_14YO_7DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAO_BLOOD_FLUMIST_AGE_05_14YO_7DY_UP BCAS2 C11orf24 DSCC1 FASLG ICA1 MASTL OAS2 CAO_BLOOD_FLUMIST_AGE_05_14YO_CORRELATED_WITH_H3N2_VN_TITER_7DY_POSITIVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAO_BLOOD_FLUMIST_AGE_05_14YO_CORRELATED_WITH_H3N2_VN_TITER_7DY_POSITIVE GBP1 GBP5 IFIT1 IFIT3 IFITM3 OAS1 OAS2 OASL RSAD2 CAO_BLOOD_FLUZONE_AGE_05_14YO_1DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAO_BLOOD_FLUZONE_AGE_05_14YO_1DY_DN CACNA2D2 FAM209B ORM1 PGM3 PHOSPHO2 TGM3 CAO_BLOOD_FLUZONE_AGE_05_14YO_1DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAO_BLOOD_FLUZONE_AGE_05_14YO_1DY_UP BATF2 FCGR1A FCGR1BP IDO1 IFIT3 SERPING1 CAO_BLOOD_FLUZONE_AGE_05_14YO_30DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAO_BLOOD_FLUZONE_AGE_05_14YO_30DY_DN AIFM1 CCDC51 CTDSP1 P2RY14 PHOSPHO2 TMEM106A TMEM229B USP1 CAO_BLOOD_FLUZONE_AGE_05_14YO_30DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAO_BLOOD_FLUZONE_AGE_05_14YO_30DY_UP ADCK5 ALG3 BTRC DUSP10 METTL2A SALL2 SPRING1 TSHZ2 CAO_BLOOD_FLUZONE_AGE_05_14YO_7DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAO_BLOOD_FLUZONE_AGE_05_14YO_7DY_DN CTBP2 FCAR H3C13 IRAG1 KAZN LRRK2 P2RY14 PLAUR CAO_BLOOD_FLUZONE_AGE_05_14YO_7DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAO_BLOOD_FLUZONE_AGE_05_14YO_7DY_UP CEACAM8 DEFA1B PDIA4 SNORD3C SPRING1 TNFRSF17 WFS1 ZFP30 CAO_BLOOD_FLUZONE_AGE_05_14YO_CORRELATED_WITH_H3N1_HI_TITER_1DY_POSITIVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAO_BLOOD_FLUZONE_AGE_05_14YO_CORRELATED_WITH_H3N1_HI_TITER_1DY_POSITIVE GBP1 IFI44L IFIT1 IFIT3 ISG15 OASL COLE_BLOOD_FLUMIST_QUADRIVALENT_AGE_03_17YO_7DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/COLE_BLOOD_FLUMIST_QUADRIVALENT_AGE_03_17YO_7DY_UP CXCL10 IFI6 IFIT3 MX1 TNFSF10 COLE_BLOOD_FLUZONE_FLUARIX_AGE_03_17YO_7DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/COLE_BLOOD_FLUZONE_FLUARIX_AGE_03_17YO_7DY_DN CCL2 CCL7 CXCL8 CXCR4 IFNA1 IL12B IL4 DHIMAN_PBMC_ATTENUVAX_AGE_15_25YO_SUBQ_7_OR_14DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DHIMAN_PBMC_ATTENUVAX_AGE_15_25YO_SUBQ_7_OR_14DY_DN ABCB4 APPBP2 ARHGAP11A CBS DHPS ERBB3 GCLM HGF IFNA1 MOXD1 NOTCH3 OPCML PDK3 RBM6 RBP1 RCVRN RIN2 SCEL XPC DHIMAN_PBMC_ATTENUVAX_AGE_15_25YO_SUBQ_7_OR_14DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DHIMAN_PBMC_ATTENUVAX_AGE_15_25YO_SUBQ_7_OR_14DY_UP ABCG1 ADAM9 ASCL1 ASPA ATF2 BBC3 BCAS2 CIITA CKMT2 COBL COL8A1 DARS1 EEA1 EPM2AIP1 F2R FCHO1 GATA3 GIGYF2 HNRNPAB ITGB1BP1 KLK11 MAGEC1 MAGI1 MATN3 NPY6R PFN1 PIGL PLK4 PLS3 PROCR PSMD3 RNASE1 RPGRIP1L RYR2 S1PR1 SGK1 SLC11A2 SLC19A1 SMARCD2 SOGA1 SPIN2A SPRR2A SRSF8 TST UBE2N UBE2V2 UNC119 UPK1A YES1 ZNF710-AS1 ZSCAN12 ERWIN_COHEN_BLOOD_LIVE_VACCINE_TC_83_AGE_23_48YO_VACCINATED_VS_CONTROL_14DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ERWIN_COHEN_BLOOD_LIVE_VACCINE_TC_83_AGE_23_48YO_VACCINATED_VS_CONTROL_14DY_UP AASDHPPT ABCB10 ABCD3 ABCE1 ACADM ACTR6 ADD3 AEBP2 AGL AGPAT5 AIMP1 AK3 AKAP7 ALG13 AMIGO2 ANK3 ANKRD13C ANKRD28 ANKRD36 ANKRD36B ANP32E AP5M1 API5 AQP3 ARAP2 ARFGEF2 ARGLU1 ARHGAP5 ARHGEF3 ARID4B ARL5A ARMC1 ARMCX3 ARMT1 ARPP19 ASF1A ASNS ATAD1 ATF1 ATF2 ATM ATP11C ATP5PF ATP5PO ATP8A1 ATR B3GNT2 BAG4 BCL11B BCLAF1 BDP1 BIRC2 BIRC3 BLTP1 BMI1 BORCS7 BTAF1 BTN3A3 BUB3 BZW1 C11orf58 C12orf29 C12orf75 C21orf91 C2CD5 C2orf69 C3orf38 C4orf46 C5orf24 CAAP1 CACYBP CAMK4 CAND1 CASP8AP2 CBLB CBX3 CCAR1 CCDC117 CCDC14 CCDC91 CCNC CCNG1 CCT2 CD28 CD2AP CD3D CD47 CD52 CD69 CDK17 CDKN2AIP CEBPZ CENPK CEP120 CEP20 CEP57 CETN3 CFAP97 CHD2 CHML CHMP2B CHMP5 CHORDC1 CKS2 CLDND1 CLEC2B CLEC2D CLIP4 CLK1 CLK4 CLNS1A CMC1 CMPK1 CMPK2 CMTR2 CNIH4 COG6 COMMD8 COPS2 COPS4 COX11 COX16 COX6C COX7A2 COX7B CPEB2 CPOX CPSF6 CRBN CREBL2 CREBZF CRTAM CRY1 CSE1L CSGALNACT2 CUL4A CUL5 CYCS DAB1 DARS1 DBF4 DBI DCAF13 DCK DDHD1 DDHD2 DDX18 DDX3Y DDX60 DEK DENND1B DENND4C DENR DERL1 DIPK1A DIS3 DMXL1 DNAJB9 DNAJC10 DNAJC15 DNTTIP2 DOCK10 DPM1 DR1 DUT EDRF1 EEA1 EED EEF1B2 EFR3A EIF1AX EIF1AY EIF2AK3 EIF3E EIF4A2 EIF4E ELK3 ELL2 EMC2 EPSTI1 ERAP1 ERAP2 ERH ERLEC1 ESF1 ETNK1 EXOC5 EXOSC8 FABP5 FAM169A FAM20B FAM3C FAM98B FASTKD1 FBXO3 FBXW7 FDX1 FGFR1OP2 FIGNL1 FKBP11 FKBP3 FRA10AC1 FUBP1 FUBP3 FYN G3BP1 GBP1 GBP3 GCH1 GCOM1 GET4 GIMAP2 GIMAP6 GLCCI1 GLOD4 GLS GOLGA4 GOLGA6L9 GOLGA8A GOLT1B GORAB GPBP1 GRPEL2 GSKIP GZMA GZMH GZMK HAT1 HAUS1 HDDC2 HERC5 HIBCH HINT1 HLTF HMGB1 HMGB2 HMGN3 HNRNPA2B1 HNRNPA3 HNRNPU HS3ST3B1 HSP90AA1 HSP90B1 HSPA13 HSPD1 HSPE1 HSPH1 IBTK ICE1 ICE2 IER3IP1 IFI27 IFI44 IFI44L IFI6 IFIH1 IFIT1 IFIT5 IFT25 IFT80 IGHA1 IGHA2 IGHG1 IGHG2 IGHM IGHV4-31 IGKC IGKV1-5 IGKV1D-33 IGKV3-20 IGKV3D-11 IGKV3D-15 IGKV4-1 IGLJ3 IGLV1-44 IGLV2-18 IGLV2-23 IKZF5 IL6ST IL7R IMPA1 INTS13 ISG15 ITGA4 ITGAV ITGB1 ITK JCHAIN JMY KICS2 KIF2A KLF12 KLHL14 KLHL28 KLRC1 KLRC2 KLRC3 KLRF1 KLRK1 KPNA5 KRCC1 KRR1 KTN1 LANCL1 LDHB LEF1 LEPROTL1 LMAN1 LRPPRC LRRC40 LRRC8C LSM14A LSM5 LSM7 LTN1 LUC7L3 LY6E LYZ MAF MALT1 MAN2A1 MANEA MAP4K5 MATR3 MBNL2 MDFIC MESD METAP2 METTL5 MEX3C MFSD6 MGAT2 MGAT4A MIB1 MICU2 MITD1 MOB1B MOB4 MRFAP1L1 MRPL3 MRPL47 MRPS31 MS4A1 MTDH MTHFD2 MTO1 MTR MTREX MTX3 MYBL1 MYSM1 MZB1 N4BP2 N4BP2L1 N4BP2L2 NAA15 NAA16 NAE1 NDUFA5 NDUFA6 NEMF NFU1 NIFK NIPSNAP3A NME1 NME1-NME2 NME2 NOC3L NOP58 NPM1 NR1D2 NR2C1 NRAS NRIP1 NSA2 NSMCE4A NUCB2 NUDCD2 NUDT21 NUP54 OAS1 OAS2 OAS3 OASL OMA1 OSTC OTUD6B OXR1 PABIR2 PALM2AKAP2 PCGF5 PCLAF PCMT1 PCMTD1 PCMTD2 PCNA PCNP PDHX PDP1 PEX3 PGGT1B PHC3 PHF10 PHF14 PHTF2 PIGK PIGY PIK3C2A PLEKHA1 PM20D2 PMS1 PNISR PNN PNPT1 PNRC2 POLR2K POLR2M POU2AF1 PPA1 PPA2 PPIB PPIG PPIL3 PPIP5K2 PPP4R2 PPP4R3B PPWD1 PRDX4 PRELID3B PREPL PRKACB PRKCI PRNP PRPF39 PRPF40A PRPF4B PRPS2 PRRC1 PSIP1 PSMA2 PSMA3 PSMA4 PSMC2 PSMC6 PSMD14 PTAR1 PTCH1 PXYLP1 PYROXD1 RAB11A RABGAP1L RABGGTB RACGAP1 RALGAPA1 RAN RANBP2 RANBP6 RAP1B RAP2A RAP2C RASGRP1 RBAK RBIS RBM15 RBM25 RBM34 RBMX RCBTB1 RCN2 RECQL RFX7 RIOX2 RNF138 RNF6 RNFT1 RORA RPAP3 RPL17 RPL22L1 RPL23 RPL24 RPL26 RPL34 RPL35 RPL36A RPS17 RPS24 RPS27L RPS6KB1 RPS7 RRAS2 RRM1 RRM2 RSAD2 RSL24D1 RTCA RTP4 RWDD1 SACS SAMD3 SAMD9 SAMD9L SAR1B SARNP SBDS SCOC SDAD1 SEC11C SEC23A SEC24A SEC31A SEC61G SEC63 SENP6 SERP1 SETDB2 SGPP1 SGTB SH2D1A SHLD2 SHPRH SKIC3 SLAMF7 SLC18B1 SLC25A32 SLC25A46 SLC30A1 SLC33A1 SLC35A3 SLC35B3 SLC38A1 SLC39A10 SLC39A6 SLC39A8 SLC44A1 SLC5A3 SLIRP SMARCA5 SMC3 SMC4 SMIM15 SNHG5 SNRPD2 SNRPE SNRPG SPIN1 SREK1 SREK1IP1 SRP19 SRP72 SRP9 SRSF1 SRSF10 SRSF11 SRSF3 SSB STAMBPL1 STK39 STT3B SUB1 SUCLA2 SUCLG2 SUCO SUN1 SYNCRIP TAF1D TAF9 TASOR TASOR2 TBC1D4 TBL1XR1 TCERG1 TCF12 TDG TENT2 TENT4B TFAM TFRC TGFBR3 THAP5 THEMIS THUMPD1 TIA1 TIFA TIMM17A TLK1 TM9SF3 TMED5 TMEM106B TMEM123 TMEM126A TMEM126B TMEM135 TMEM161B TMEM168 TMEM181 TMEM209 TMEM243 TMEM263 TMEM64 TMEM87B TMF1 TMX1 TMX3 TNFAIP8 TNFRSF17 TOMM5 TOMM7 TPD52 TPP2 TRA2B TRAM1 TRAT1 TRIM22 TRMT11 TRMT13 TSNAX TTC14 TWF1 TXNDC15 TXNDC5 TYMS U2SURP UAP1 UBA2 UBA6 UBE2Q2 UBE3A UBR1 UBR3 UBXN4 UFL1 UPF3A UQCRB UQCRH UQCRQ URI1 USO1 USP1 USP16 USP47 USP53 UTP23 VBP1 VEZT VPS54 VTA1 WWP1 XAF1 XPOT YTHDC2 YWHAQ ZBTB1 ZBTB11 ZBTB21 ZBTB38 ZBTB41 ZBTB8OS ZC3H15 ZCCHC10 ZCCHC7 ZDHHC20 ZFP62 ZMYM2 ZMYM6 ZNF107 ZNF146 ZNF207 ZNF22 ZNF451 ZNF518A ZNF600 ZNF639 ZNF644 ZNF655 ZNF721 ZNF770 ZNF83 ZNG1A ZNG1B ZNG1C ZNG1F ZNHIT3 ZNHIT6 ZRANB2 ZWINT ZZZ3 ERWIN_COHEN_BLOOD_TC_83_AGE_23_48YO_VACCINATED_VS_CONTROL_2DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ERWIN_COHEN_BLOOD_TC_83_AGE_23_48YO_VACCINATED_VS_CONTROL_2DY_UP ANKRD22 APOBEC3A APOL6 ATRIP BATF2 BLVRA BST2 CALHM6 CCL2 CCL8 CD274 CEACAM1 CMTR1 CXCL10 DDX60 DDX60L DOCK4 DRAP1 EIF2AK2 EPSTI1 ETV7 FBXO6 FRMD3 GALM GBP1 GBP4 GBP5 GCH1 HELZ2 HERC5 HERC6 HES4 IFI16 IFI27 IFI35 IFI44 IFI44L IFI6 IFIH1 IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 IFITM2 IL1RN IRF1-AS1 IRF7 ISG15 ISG20 KIAA0319L LAMP3 LAP3 LGALS9 LIPA LY6E MAFB MOV10 MS4A4A MT1H MT1HL1 MT1X MT2A MVB12A MX1 MX2 NCOA7 NEXN NTNG2 NUB1 OAS1 OAS2 OAS3 OASL PARP12 PARP14 PARP9 PLSCR1 PML PNPT1 RIGI RIN2 RNF213 RSAD2 RTP4 SAMD4A SAMD9 SAMD9L SCO2 SERPING1 SHFL SIGLEC1 SOCS1 SP140 SPATS2L SRGAP2 SRGAP2B SRGAP2C STAT1 STAT2 TDRD7 TENT5A TFEC TMEM268 TNFAIP6 TNFSF10 TNFSF13B TOR1B TREX1 TRIM22 TRIM5 TTC21A UBE2L6 USP18 WARS1 XAF1 ZBP1 ZC3HAV1 ZCCHC2 ERWIN_COHEN_BLOOD_VACCINE_TC_83_AGE_23_48YO_VACCINATED_VS_CONTROL_14DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ERWIN_COHEN_BLOOD_VACCINE_TC_83_AGE_23_48YO_VACCINATED_VS_CONTROL_14DY_DN EPB42 LINC01002 OR2W3 PI3 SELENBP1 SLC4A1 TNS1 ERWIN_COHEN_BLOOD_VACCINE_TC_83_AGE_23_48YO_VACCINATED_VS_CONTROL_2DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ERWIN_COHEN_BLOOD_VACCINE_TC_83_AGE_23_48YO_VACCINATED_VS_CONTROL_2DY_DN ABAT BRI3BP CAMK1D CD24 CEP68 CXCL8 DIP2A DPY19L3 FCER1A FCHO2 FRY GPR27 GRAMD1C H2AZ2 IGF1R IRS2 ITM2A KBTBD7 LINC01215 PDZD8 PIGX RFLNB RNF141 RRAGD RUNX2 SGK1 SH3YL1 STEAP4 STXBP5 THBD TMCC3 TP53INP1 ERWIN_COHEN_BLOOD_VACCINE_TC_83_AGE_23_48YO_VACCINATED_VS_CONTROL_7DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ERWIN_COHEN_BLOOD_VACCINE_TC_83_AGE_23_48YO_VACCINATED_VS_CONTROL_7DY_DN CPA3 EPB42 IGF1R MARCHF8 PI3 RFLNB SLC4A1 ERWIN_COHEN_BLOOD_VACCINE_TC_83_AGE_23_48YO_VACCINATED_VS_CONTROL_7DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ERWIN_COHEN_BLOOD_VACCINE_TC_83_AGE_23_48YO_VACCINATED_VS_CONTROL_7DY_UP APOL6 BLVRA CCR1 CMPK2 CXCL10 DDX60 DDX60L EIF2AK2 EPSTI1 ETV7 FBXO6 GBP1 HERC5 HERC6 IFI27 IFI35 IFI44 IFI44L IFI6 IFIH1 IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 IFITM2 IL1RN IRF7 ISG15 LAMP3 LAP3 LY6E MAFB MS4A4A MT2A MX1 MX2 NEXN OAS1 OAS2 OAS3 OASL PARP12 PARP14 PARP9 PLSCR1 PNPT1 PPM1K RIGI RIN2 RNF213 RSAD2 RTP4 SAMD9 SAMD9L SCO2 SERPING1 SHISA5 SIGLEC1 SPATS2L STAT2 TNFAIP6 TNFSF10 TOR1B TRIM14 TRIM22 TRIM5 UBE2L6 USP18 XAF1 ZBP1 ZCCHC2 ERWIN_COHEN_PBMC_TC_83_AGE_18_45YO_NAIVE_NOT_PREVIOUSLY_IMMUNIZED_24HR_DEG_CANONICAL_PATHWAY_MEMBERS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ERWIN_COHEN_PBMC_TC_83_AGE_18_45YO_NAIVE_NOT_PREVIOUSLY_IMMUNIZED_24HR_DEG_CANONICAL_PATHWAY_MEMBERS_UP CCL3 CCL7 CD38 CXCL11 EIF2AK2 ENPP2 HSH2D IFIH1 IFIT2 IFNA1 IFNA10 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA7 IFNA8 IFNB1 IFNE IFNG IL15 IL6 IRF7 LAMP3 NEXN OAS1 OAS2 OAS3 RIGI SAMD9L SLAMF7 STAT1 TLR3 TNF TNFSF10 XAF1 ERWIN_COHEN_PBMC_TC_83_AGE_18_45YO_NON_RESPONDERS_PREVIOUSLY_IMMUNIZED_24HR_DEG_CANONICAL_PATHWAY_MEMBERS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ERWIN_COHEN_PBMC_TC_83_AGE_18_45YO_NON_RESPONDERS_PREVIOUSLY_IMMUNIZED_24HR_DEG_CANONICAL_PATHWAY_MEMBERS_DN C1QA C1QB C5AR1 CCL7 CEBPB CLEC7A CXCL8 FOS ITGAX NLRC4 RXRA SPI1 TLR4 TLR8 TYROBP ERWIN_COHEN_PBMC_TC_83_AGE_18_45YO_NON_RESPONDERS_PREVIOUSLY_IMMUNIZED_24HR_DEG_CANONICAL_PATHWAY_MEMBERS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ERWIN_COHEN_PBMC_TC_83_AGE_18_45YO_NON_RESPONDERS_PREVIOUSLY_IMMUNIZED_24HR_DEG_CANONICAL_PATHWAY_MEMBERS_UP ALDH8A1 ATP8A1 CD160 CD38 CXCL11 HSH2D IFIT2 MYH3 NEXN PF4 RASGRP1 RIGI SAMD9L TAF15 TLR3 TNFSF10 USF1 XAF1 ERWIN_COHEN_PBMC_TC_83_AGE_18_45YO_RESPONDERS_PREVIOUSLY_IMMUNIZED_24HR_DEG_CANONICAL_PATHWAY_MEMBERS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ERWIN_COHEN_PBMC_TC_83_AGE_18_45YO_RESPONDERS_PREVIOUSLY_IMMUNIZED_24HR_DEG_CANONICAL_PATHWAY_MEMBERS_UP CCR5 CCRL2 CD38 CD68 CXCL11 EIF2AK2 EPDR1 HSH2D IFIH1 IFIT2 IFNA1 IFNA14 IFNA16 IFNA2 IFNA21 IFNA4 IFNA7 IFNA8 IFNB1 IL15 IRF7 LYN NEXN NOD2 OAS1 OAS2 OAS3 RIGI SAMD9L TCN2 TLR3 TNF TNFSF10 XAF1 FISCHER_BLOOD_PLASMA_RVSV_EBOV_AGE_18_55YO_HIGH_DOSE_3DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FISCHER_BLOOD_PLASMA_RVSV_EBOV_AGE_18_55YO_HIGH_DOSE_3DY_DN MIR126 MIR199A2 MIR221 MIR23A MIR24-1 MIR30D FLETCHER_PBMC_BCG_10W_INFANT_BCG_STIMULATED_VS_UNSTIMULATED_10W_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FLETCHER_PBMC_BCG_10W_INFANT_BCG_STIMULATED_VS_UNSTIMULATED_10W_DN ABCA1 ABCC3 ABCG1 ADAP2 AIF1 ALCAM ALDH1A2 ALDH3B1 ANXA1 ANXA11 ANXA2 ANXA4 ANXA5 APOC1 APOE ARAP3 ARHGAP18 ASPHD1 ATP6AP2 ATP6V1A AVPI1 C1orf54 C3 C3AR1 C5AR1 C5AR2 CA2 CAMK1 CAMSAP2 CAPG CAPN2 CARD9 CCR1 CCR5 CD151 CD300C CD300LB CD33 CD36 CD52 CD63 CD84 CD86 CD9 CEBPA CEBPB CHST13 CLDN23 CLEC12A CLEC4A CLEC5A CLIP2 CORO1C CPQ CREG1 CSF1R CST3 CST6 CTSB CTSD CTSS CXCL16 CYBB CYFIP1 CYP1B1 CYP27A1 CYTH4 DAB2 DAGLA DCSTAMP DHRS9 DPYSL2 EEF1AKMT3 EGR2 EMP1 ENG EVA1B FABP4 FAM20C FBP1 FCGRT FGL2 FGR FKBP1A FLRT2 FLVCR2 FOS FPR3 FTL FUCA2 G6PD GCLC GLA GLIPR1 GLIPR2 GLMP GLUL GPC2 GPC4 GPNMB GPR35 GREM1 GSN HAVCR2 HCST HEBP1 HEXB HK3 HMOX1 HSD3B7 HTRA1 ICAM5 IFI30 IGF2BP2 IGF2R IGSF6 IL17RA IL1R2 IL1RN IL3RA INF2 ITGAM ITGAX KCNE3 KCNN4 KCTD12 KIAA0930 KIFC3 LGALS1 LGALS3 LHFPL2 LILRA2 LIMS1 LINC00520 LINC01010 LMNA LPL LRP1 LRP3 LTBR LYZ MAPKAPK3 ME1 METTL7B MFSD12 MGST1 MITF MMP19 MMP9 MNDA MPP1 MRAS MYOF NCEH1 NEK6 NIBAN2 NLRC4 NPC2 NPL NRROS NT5E NUMB OTOA PACSIN2 PAPSS1 PDE4A PDGFRB PDLIM7 PDXK PFKFB4 PI4K2A PIEZO1 PKM PLA2G7 PLBD1 PLEKHO2 PLIN2 PLXDC2 PNKD PPARG PPM1M PTGR1 PTGS1 PTPN6 PTPRE RAI14 RASSF4 RGCC RGL1 RHOC RNF122 RNF130 RPS6KA1 RXRA S100A10 S100A11 S100A4 S100A6 SCARB2 SCG5 SDCBP SDSL SERPINE1 SH3BGRL3 SHTN1 SIGLEC9 SIPA1L2 SIRPA SLAMF8 SLC16A3 SLC17A5 SLC1A3 SLC26A11 SLC27A3 SLC31A1 SLC31A2 SLC35E4 SLC37A2 SLC38A6 SLC44A1 SLC49A3 SLC7A8 SLCO3A1 SMCO4 SNAI3 SPHK1 SPI1 SPINT1 SPP1 SPRED1 SRXN1 STAB1 STARD8 TBXAS1 TGFBI THEMIS2 TIMP2 TKTL1 TM4SF19 TMBIM1 TMEM158 TNFRSF21 TNS3 TPM4 TPST1 TSPO TYROBP VIM VIPR1 VWA5A VWF ZEB2 ZMIZ1 ZMYND15 ZNF366 ZYX FLETCHER_PBMC_BCG_10W_INFANT_BCG_STIMULATED_VS_UNSTIMULATED_10W_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FLETCHER_PBMC_BCG_10W_INFANT_BCG_STIMULATED_VS_UNSTIMULATED_10W_UP AARS1 ABTB2 ACOT7 ADA ADORA2A AKR1C2 APOL1 APOL3 AQP9 ASNS ASPHD2 BATF BATF3 BCL2A1 C2CD4B CCL1 CCL20 CCL22 CCL3 CCL3L1 CCL4 CD38 CD93 CHAC1 CITED4 CKB CSF2 CSF3 CXCL1 CXCL10 CXCL2 CXCL3 CXCL8 CXCR5 D2HGDH DDIT4 DUSP5 EBI3 EDN1 EML2 EPSTI1 F3 FERMT2 FEZ1 G0S2 GADD45B GBP1 GBP2 GBP4 GBP5 GNG8 HDGFL3 HECW2 IDO1 IER3 IFI44L IFIH1 IFIT3 IL12B IL1A IL1B IL36G IL6 IRF1 IRF4 IRF9 ISG15 LAMP3 LIF LTA MAP3K8 MARS1 MMP1 MMP10 MMP14 MT2A MTHFD1L MX1 NAMPT NEU4 NFKB1 NFKBIZ NME2 OAS3 OSM PARP9 PHGDH PHLDA2 PIM1 PIM2 PLAAT4 PMAIP1 PSAT1 PSMB9 PSME2 PTGS2 PTX3 PYCR1 RGS3 RIPK2 RNF144B RUNX3 SERPINA1 SERPINB1 SERPINB2 SERPINB7 SESN2 SLC22A1 SLC7A5 SLC7A7 SOCS1 SOD2 STAT1 TFPI2 TNF TNFAIP6 TNFSF4 TRAF4 TRIB3 TRIM22 UBE2L6 VNN1 VNN3P VPREB3 WARS1 XCL2 ZMIZ2 FLETCHER_PBMC_BCG_10W_INFANT_PPD_STIMULATED_VS_UNSTIMULATED_10W_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FLETCHER_PBMC_BCG_10W_INFANT_PPD_STIMULATED_VS_UNSTIMULATED_10W_DN ABCC3 ABCG1 AIF1 ALCAM ALDH1A2 ALDH3B1 ANXA1 ANXA11 ANXA4 APOC1 APOE ASAH1 ASPHD1 ATP6AP2 ATP6V1A AVPI1 C1orf54 C5AR1 CA2 CAMK1 CAPN2 CARD9 CCR1 CCR5 CD151 CD33 CD36 CD52 CD63 CD86 CD9 CEBPA CLIP2 CORO1C CSF1R CST3 CST6 CTSB CTSD CTSS CYB5R4 CYFIP1 DAB2 DAGLA DCSTAMP DHRS9 DPYSL2 EEF1AKMT3 EGR2 EMP1 ENG FABP4 FAM20C FBP1 FCGRT FCN1 FGL2 FHL3 FKBP1A FLRT2 FLVCR2 FPR3 FTL G6PD GCLC GLA GLIPR1 GLIPR2 GLMP GPC4 GPNMB GREM1 GRN GSN HAVCR2 HCST HEXB HK3 HMOX1 HSD3B7 HTRA1 ICAM5 IFI30 IGF2BP2 IGF2R IGSF6 IL13RA1 IL1R2 IL1RN INF2 ITGAM KCNE3 KIAA0930 KLF9 LGALS3 LHFPL2 LIMS1 LINC00520 LINC01010 LMNA LPL LRP1 LRP3 LYZ ME1 METTL7B MFSD12 MGST1 MITF MMP19 MNDA MPP1 MRAS MYOF NCEH1 NEK6 NIBAN2 NLRC4 NPL NRROS OTOA PACSIN2 PAPSS1 PDGFRB PI4K2A PLBD1 PLBD2 PLIN2 PLXDC2 PPARG PTGS1 RAB34 RGCC RHOC RNASE1 RNF130 RPS6KA1 S100A10 S100A4 S100A6 SCARB2 SDCBP SDSL SERPINE1 SHTN1 SIRPA SLAMF8 SLC17A5 SLC1A3 SLC1A4 SLC27A3 SLC31A1 SLC31A2 SLC37A2 SLC38A6 SLC44A1 SLC49A3 SLC7A8 SLCO3A1 SMCO4 SPHK1 SPINK1 SPINT1 SPP1 SPRED1 SPRY2 STAB1 TGFBI THEMIS2 TIMP2 TKTL1 TM4SF19 TMBIM1 TNFRSF21 TNS3 TSPO VIM VWA5A VWF ZMIZ1 ZNF366 FLETCHER_PBMC_BCG_10W_INFANT_PPD_STIMULATED_VS_UNSTIMULATED_10W_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FLETCHER_PBMC_BCG_10W_INFANT_PPD_STIMULATED_VS_UNSTIMULATED_10W_UP ABTB2 ACSL1 ADORA2A AKR1C2 AQP9 ATP2B1 BATF BCL2A1 C15orf48 C2CD4B CCL1 CCL20 CCL22 CCL3 CCL3L1 CCL4 CD93 CEMIP CHAC1 CKB CSF2 CSF3 CXCL1 CXCL2 CXCL3 CXCL5 CXCL8 CXCR5 DDIT4 DUSP5 EBI3 EDN1 EPB41L3 FEZ1 G0S2 GBP1 GBP2 GBP4 GBP5 GLYR1 GNG11 GNG8 HCAR3 IDO1 IER3 IL1A IL1B IL36G IL6 INHBA LAMP3 LTA MAP3K8 MARCKS MMP1 MMP10 MMP14 MT1G MT1M MT2A MTHFD1L NAMPT NEU4 NFKBIZ OSM PARP9 PHGDH PHLDA2 PIM1 PIM2 PTGS2 PTX3 PYCR1 RGS16 RIPK2 RNF144B SERPINA1 SERPINB2 SERPINB7 SESN2 SLC7A5 SLC7A7 SOD2 TFPI2 THBD THBS1 TNF TNFAIP6 TRAF4 TRIB3 VNN3P VPREB3 FOURATI_BLOOD_TWINRIX_AGE_25_83YO_RESPONDERS_VS_POOR_RESPONDERS_0DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FOURATI_BLOOD_TWINRIX_AGE_25_83YO_RESPONDERS_VS_POOR_RESPONDERS_0DY_DN AADACL3 AAMDC ABCB5 ABCC6 ABHD2 ABL2 ACADS ADAM12 ADAM17 ADAMTSL2 ADAP2 ADCY9 ADGRE2 ADGRF3 ADORA3 AFDN AFF1 AFF2 AFMID AGBL1 AGFG1 AGMO AGPAT4 AGPS AGRN AGTPBP1 AIF1 AKR1B15 AKR7A3 ALDH3B1 ALYREF ANAPC11 ANGPT1 ANKRD11 ANKRD50 ANO10 ANOS1 ANXA5 ANXA8 ANXA8L1 APLP2 APOA1 APOL6 APP ARF5 ARHGEF10L ARHGEF37 ARL11 ARPC4-TTLL3 ARSA ART1 ASCL2 ASRGL1 ATF6 ATF7 ATP11A-AS1 ATP5MF ATP5MF-PTCD1 ATP8A2 ATP8B3 AZU1 B4GALNT2 BAHCC1 BAK1 BAZ2A BAZ2B BBS7 BEAN1 BEND7 BOD1L1 BPESC1 BPI BRD7 BTN3A1 BUB1B C22orf23 C3AR1 C6orf136 C7orf50 CA14 CABIN1 CACUL1 CAD CALML4 CAMP CAPG CAPN1 CARD16 CASP10 CASQ1 CAVIN3 CBS CBX2 CC2D2B CCDC149 CCNB2 CD101 CD109 CD14 CD163 CD177 CD300E CD63 CDC42BPA CDC42EP4 CDCA8 CDH17 CDT1 CDX1 CEACAM21 CEACAM6 CEACAM8 CENPE CEP63 CFAP119 CFAP46 CFAP73 CGAS CHCHD2 CHD7 CHIT1 CILK1 CLEC7A CLPS CLTCL1 CMIP CNRIP1 COG4 COL11A2 COL2A1 COL4A1 COL6A2 CORO2A CPLANE1 CRCP CRHBP CRISP3 CSNK1D CTNNA1 CTNNBIP1 CTSB CTSG CTTNBP2NL CUX1 CYBB CYP2C8 CYRIA CYTOR DAGLB DCLRE1C DDI1 DDX3Y DDX6 DEFA1 DEFA1B DEFA3 DEFA4 DENND1A DGKG DHRS4L2 DISP3 DLEU2 DLEU7 DLG4 DLG5 DLGAP5 DMXL2 DNAH12 DUSP3 DUSP7 DYNLT2B EGF EIF1AY EIF2B3 ELANE ELOVL3 EMC9 ENKD1 EPB41L1-AS1 EPB41L3 EPB41L4A EPHB2 EPS8L1 ERBB2 ERMAP ESS2 ETV6 EVX1 EXOSC3 FAH FAM114A1 FAM3B FAM95B1 FCAR FCER1G FCHSD1 FCN1 FGD4 FGD6 FGF1 FGF18 FGG FKBP9 FLYWCH2 FMNL1-DT FOLR2 FRMD7 FSTL3 FUCA2 FUOM FXYD6 FYTTD1 GAB1 GBA1 GCM1 GCNT2 GFER GLB1L GLB1L3 GLMP GM2A GNA11 GNA14 GNAT1 GNG4 GPD2 GPN2 GPR107 GPR151 GPR84 GRK3 GSEC GTF3C2 H2AZ2 H2BW1 H3C13 H3C14 H3C15 H4C1 H4C9 HAND2-AS1 HAUS2 HAUS6 HBZ HCN2 HCN3 HEATR1 HEATR3 HEATR5A HELZ2 HGF HLA-A HLA-DQA1 HLA-DRB4 HNMT HOXB-AS3 HP HPGDS HPR HPX HS2ST1 HS3ST5 HSPA1B HTRA1 IFI16 IFI27 IFI44 IFI44L IFI6 IFIT3 IFITM3 IGF1R IGSF21 IKBKG IL34 IL5RA INF2 INO80 INPPL1 INSR IRF7 IRF9 ISG15 ITGA2B ITGA9 ITGB3 ITIH3 JDP2 JPH4 KAAG1 KAT6A KCNJ2 KCNQ1 KCNQ2 KCTD20 KDM5D KIAA0319L KIAA0825 KIAA2013 KIF18B KIF5B KIF9 KIR3DL1 KISS1R KLHDC9 KLHL10 KLK10 KLK15 KPNA6 KPNB1 KRT37 KRT73 KTN1 KXD1 LACC1 LARP4B LAS1L LATS2 LAYN LCN2 LDLRAD3 LFNG LGALS12 LGALS3BP LILRA6 LILRB1 LILRB4 LINC00301 LINC00588 LINC00900 LINC00901 LINC01168 LINC01270 LINC01305 LINC01503 LINC01686 LINC02649 LINC02724 LINC02913 LINGO2 LMOD3 LOXL3 LOXL4 LRATD1 LRMDA LRP1 LRRC71 LRRC75B LRRK1 LRSAM1 LTF LYPD4 LZTS3 MAD2L1 MAFG MAP2K6 MAP3K20 MAP3K6 MAPK14 MBOAT2 MEAK7 MED29 MEG3 MET MEX3C MICAL2 MIR4435-2HG MKI67 MKKS MMP11 MMP19 MMP8 MND1 MPO MRE11 MROH7 MROH7-TTC4 MRPS12 MT1E MT2A MTCL1 MTNR1A MVB12B MX1 MX2 MYB MYBPC3 MYCL MYO10 NAAA NAGK NBPF10 NBPF14 NBPF15 NBR1 NCBP3 NCKAP1L NCLN NDUFA4L2 NECAB1 NECTIN1 NEK3 NETO1 NEURL1 NEXN-AS1 NFIC NHSL1-AS1 NIBAN1 NISCH NLN NLRP3 NMB NMNAT2 NOTCH2 NOTCH2NLA NPRL3 NR0B1 NR2F2 NR6A1 NRARP NSD3 NT5DC4 NTNG2 NUBP2 NUDT12 NUDT16-DT NUDT3 NUMA1 NUMBL NUP93 OAS1 OAS3 OASL ODF3B OLAH OLFM4 OLFML2B OPLAH OR51T1 OR52E8 OR6C1 OSGIN1 OTUD4 OTX1 P2RY2 PALLD PAQR5 PAQR6 PARP9 PAWR PCA3 PCBD2 PCLO PDE12 PFKFB3 PGA3 PGA4 PGA5 PGBD2 PGPEP1 PIK3AP1 PIK3R3 PIK3R6 PINLYP PIP4K2B PIWIL2 PLAAT5 PLB1 PLCB3 PLCE1 PLIN5 PLSCR1 PLTP PLXNB3 PML PNPLA1 POLR3K POMC PPARA PPARG PPFIA1 PPP4R2 PRDM7 PRKD1 PROB1 PRPS1L1 PRR11 PRR27 PRRC2C PRSS36 PRTN3 PSAP PSORS1C3 PTN PTPN14 PTPRZ1 PTX3 PYGB RAB20 RABL6 RAD51 RAD51C RALGPS2-AS1 RBM12B-AS1 RBM47 RBMY1A1 RBMY1B RBMY1D RBMY1E RBP7 RBPJ RCOR3 REC8 RECK REEP3 RELL1 RERE RETN RFTN1 RHOU RIN1 RING1 RNASE3 RNF112 RNF20 RNF208 RNF32-DT RO60 ROCK2 RPL7L1 RPS10-NUDT3 RPS4Y1 RPS4Y2 RRAGD RRBP1 RREB1 RSAD2 RSPH3 RSPH9 RTL5 RUBCN RUSC2 S100A13 S100A4 SAMD4A SAP30 SART1 SCARB2 SCCPDH SCD SCG3 SCRG1 SCRT1 SELENOS SENP5 SEPTIN3 SERINC2 SERPINB2 SERPINB6 SF3B1 SFXN5 SH3RF1 SHROOM3 SIGLEC1 SIN3B SIRT6 SKA1 SLC17A5 SLC20A2 SLC22A18 SLC22A18AS SLC25A18 SLC26A3 SLC27A3 SLC27A4 SLC2A14 SLC32A1 SLC35A2 SLC36A1 SLC39A7 SLC46A1 SLC5A12 SLC6A5 SLC6A8 SLC9B1 SLPI SMG5 SNAP23 SNORD62A SNORD62B SNORD9 SNX27 SORT1 SOS2 SP110 SPATA2L SPATA31C1 SPATA31C2 SPATA41 SPECC1 SPINK7 SPIRE2 SPNS1 SPNS3 SRRM2 SSH3 ST6GALNAC4 ST8SIA5 STAC3 STAT1 STBD1 STK11IP STK36 STMN1 STRIP2 SULT4A1 SUPT6H SYDE2 SYN2 SYNE4 SYT5 SZT2 TADA2A TAOK2 TARM1 TBC1D16 TBCD TCERG1 TCERG1L TCN1 TCN2 TDRD9 TENT5A TEP1 TFIP11 TGIF2LX TGIF2LY THBS1 THRA TIMP3 TIRAP TJP2 TK2 TKT TLE4 TLE6 TLK2 TM7SF3 TMED6 TMEM44 TMEM53 TMEM8B TMEM91 TMSB4Y TNFAIP2 TNFSF10 TNFSF13B TNNI2 TNNT3 TNPO1 TNPO3 TNRC18 TONSL TOP2A TP53I3 TPCN2 TPM1 TPMT TPP1 TPPP TPSAB1 TPSB2 TPSD1 TRAPPC14 TRIM14 TRIM21 TRIM50 TRIM66 TRIP10 TROAP TRPM2 TSBP1 TSHZ3 TTLL3 TTTY1 TTTY10 TTTY14 TTTY1B TTTY2 TTTY20 TTTY21 TTTY21B TTTY2B TTTY3 TTTY3B TTTY7 TTTY7B TTTY8 TTTY8B TXLNGY TYMP UBE2C UBE2L3 UBR4 UCP3 UNC45A UNC5A UNC93B1 UNKL UQCRQ URB1 USF1 USP24 USP9Y UTY VCAN VCX VCX3A VCX3B VEGFC VHL VPS53 VWC2 WBP2NL WNT5B WRAP53 WWC2 XKRY XKRYP7 XPR1 YIPF1 YWHAE ZBP1 ZBTB47 ZC3H13 ZEB2 ZFHX3 ZFP91 ZFP91-CNTF ZFY ZFY-AS1 ZFYVE1 ZMYND10 ZNF106 ZNF516 ZNF562 ZNF704 ZNF829 FOURATI_BLOOD_TWINRIX_AGE_25_83YO_RESPONDERS_VS_POOR_RESPONDERS_0DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FOURATI_BLOOD_TWINRIX_AGE_25_83YO_RESPONDERS_VS_POOR_RESPONDERS_0DY_UP ABCB11 ABCB4 ABLIM1 ACSM1 ADAM21 ADAM22 ADAM28 ADAM30 ADD3 ADGRG4 AFF3 AGA-DT AGPAT5 AHR AIDA ALDH1A3 ALDOB AMMECR1 AMOTL1 ANAPC1 ANAPC16 ANGPTL1 ANK3 ANKRD36 ANKRD36B ANKRD36C ANP32E AP4S1 API5 APOO AR ARHGAP42 ARHGEF3 ARL14EP ARL6IP5 ARMC1 ASNS ATF1 ATM ATP11C ATP1B4 ATP2B3 ATRX AXIN2 BACH2 BANK1 BCAS2 BCL11A BCL2 BCL7A BCLAF1 BCLAF3 BDH2 BHLHE41 BIRC3 BLK BLNK BMI1 BPNT1 BTLA BTNL9 BUB3 C12orf29 C14orf28 C19orf12 C1orf220 CASK CATSPERB CBLL1 CCDC160 CCDC91 CCNG1 CCR6 CD160 CD180 CD200 CD22 CD27 CD40 CD72 CD79A CD79B CDC42SE2 CDK17 CDR1 CELSR1 CFAP44 CFAP47 CFAP97 CGGBP1 CHIC1 CHM CHML CHN1 CLCN5 CLEC2D CLIC4 CLN8 CLU CNR2 CNTNAP1 COBLL1 COCH COL4A4 COMMD3-BMI1 CPO CR2 CT47A1 CT47A10 CT47A11 CT47A2 CT55 CTAGE15 CTAGE4 CTAGE6 CTAGE9 CTH CWC22 CXCR5 CXorf58 CYP2E1 DACT1 DCK DCX DDX21 DDX3X DLAT DLG5 DMD DNAAF6 DNAH12 DNAH3 DNAJC30 DNM1L DOCK10 DOCK9 DPP4 DSP DTD2 DYRK1A EBF1 EDA2R EDARADD EEF1G EEIG1 EFHC2 EFR3A EGFL6 EGLN3 EIF1AX EIF2S3 EIF3L EIF4B EIF5 EMC3-AS1 EML4 EML6 ENAM ENPP5 ENSG00000289047 EPM2A ERP44 EXOG FAHD1 FAM104B FAM107B FAM120C FAM13A FAM13B FAM172A FAM177B FAM199X FAM226B FAM30A FAM3C FAM9A FAM9B FAM9C FANCB FBXL16 FBXW11 FCER2 FCGR2B FCMR FCRL1 FCRL2 FCRLA FGA FHIP1A FHOD3 FMR1NB FOXE1 FOXO1 FOXP1 FRA10AC1 FRMPD4 FSD1L FXR1 G3BP2 GABPA GAGE1 GCSAM GDPD1 GEMIN8 GNG13 GNG7 GOLGA8T GPM6B GPR18 GPR183 GPR82 GPRASP3 GRIA3 GRPEL2 GSTM3 GTDC1 HECA HEPH HEPHL1 HHLA3 HIVEP2 HLA-DOB HLA-DQB1 HLA-DRB1 HLA-DRB3 HLF HMGB1 HNRNPA0 HNRNPC HNRNPR HSP90AB1 HSPA8 HSPD1 ICE1 ID3 IFT43 IGFBP5 IGHD IGHG1 IGHG2 IGHM IGLC1 IKZF1 IL24 IL7 IL7R INSIG1 IRAK1BP1 IRF4 IRF8 ITGA6 ITM2A ITPR1 KAT6B KBTBD8 KCNE2 KCNH8 KDM5C KDM6A KHDRBS1 KICS2 KLF12 KLHL14 KLHL4 LARGE1 LARGE2 LDHB LEF1 LEKR1 LHX6 LINC00879 LINC00891 LINC00926 LINC01550 LINC02397 LIX1 LPAR4 LRCH1 LRRN3 MAGEA3 MAGEA5P MAGEA6 MAGT1 MALT1 MAP7D2 MATR3 MBNL1 MBTPS2 MDFIC MECOM MED14 METAP1D METTL4 METTL8 MFSD4A MID2 MIPOL1 MIR507 MLLT3 MORF4L2 MOSPD2 MOXD1 MROH2A MRPL39 MRPS35 MRTFB MS4A1 MTMR2 MTR MTRR MUC20 MXRA5 MYO5B MYOT NAP1L1 NAP1L2 NARS2 NBDY NBEA NBPF11 NCBP2 NDP NEMP1 NETO1 NEXMIF NHLRC2 NIBAN3 NIPAL3 NLGN1 NLGN4X NOX1 NPHP1 NR3C2 NT5E NUBPL NUDT10 NUDT11 NUDT7 NUFIP1 NUP62CL OCIAD1 OFD1 OGT OPHN1 OR2A1 OR2A42 OR2L2 OR6C3 OSBPL10 P2RX5 PABIR2 PAIP2B PAK3 PARM1 PAWR PCDH19 PCDH9 PDGFB PDK2 PEG10 PHC3 PHF10 PHF6 PHLDA1 PJA1 PKHD1L1 PKIG PLEKHB1 PLEKHF2 PLEKHG1 PLP1 PLPP5 PLS3 PM20D2 PMEPA1 PODXL POFUT1 POLA1 POM121 POM121C POU2AF1 POU2F3 PPP1R21 PPP2R1B PPP6C PRDM2 PREX2 PRICKLE1 PRKACB PRKCQ-AS1 PRPS2 PRRG1 PRSS1 PSG11 PSIP1 PTER PTGES3 PTHLH PTPRK PURA QRSL1 RAB30 RABGAP1L RABL3 RAD54B RALGPS2 RAP2C RASGRP1 RASGRP3 RASL11B RBM12 RBMX REEP5 RERG RNF185 RNFT2 RORA RPL22 RPS4X RPS6KA6 RRAS2 RSPRY1 RYK S1PR1 SARAF SCN3A SEL1L3 SELENOI SEPTIN6 SEPTIN7 SERBP1 SERPINB11 SERPINE3 SET SGCE SH3BGR SHISAL2A SKIC3 SKP1 SLC16A10 SLC25A32 SLC25A4 SLC25A6 SLC2A12 SLC35G1 SLC38A1 SLC38A11 SLC4A5 SLC7A6OS SLC9A7 SLITRK2 SLITRK4 SMAD3 SMARCA1 SMARCE1 SMC6 SMIM10 SMIM11 SMPX SMURF2 SNAPC3 SNORD45B SNORD61 SNX22 SPART SPIB SPICE1 SPON1 SPRR2B SPRY1 SPTBN1 SSPN SSX2 ST6GAL1 STAMBPL1 STAP1 STK17A STRBP SWAP70 SYPL1 SYTL5 TAB2 TAF1 TAF4B TAF7 TAGAP TBC1D4 TBC1D8B TBC1D9 TBX20 TCEA1 TCEANC TCERG1 TCF7 TCL6 TCTN1 TENM1 TENM3 TFDP3 THEM4 TLK1 TMEM220 TMEM230 TMEM263 TMEM35A TMEM47 TMPO TMSB15B TNFRSF13C TNFRSF25 TP73-AS1 TPD52 TPD52L1 TRAF5 TRAM1 TRAPPC2 TRIB2 TRIM2 TRIM67 TRPC5 TSEN15 TSEN2 TSPAN13 TSPYL1 TTC3 TTC39C TXLNG UBQLN1 UGT8 USP27X USP27X-DT USP51 USP6 USP9X VEGFD VPREB3 VPS4B WDR3 WDR44 WDR6 WFDC10A WNK3 WWP1 XIST XPO1 YWHAQ ZBTB33 ZBTB6 ZCCHC7 ZDHHC23 ZFR ZFX ZMAT1 ZNF107 ZNF135 ZNF140 ZNF141 ZNF251 ZNF253 ZNF268 ZNF280C ZNF320 ZNF331 ZNF382 ZNF418 ZNF420 ZNF44 ZNF442 ZNF470 ZNF507 ZNF518B ZNF519 ZNF525 ZNF529 ZNF548 ZNF550 ZNF566 ZNF582-DT ZNF614 ZNF615 ZNF626 ZNF667 ZNF711 ZNF837 ZNF92 ZXDA ZXDB FOURATI_BLOOD_TWINRIX_AGE_65_81Y0_RESPONDERS_VS_POOR_RESPONDERS_TRAINING_SET_0DY_NETWORK_INFERENCE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FOURATI_BLOOD_TWINRIX_AGE_65_81Y0_RESPONDERS_VS_POOR_RESPONDERS_TRAINING_SET_0DY_NETWORK_INFERENCE_UP AMMECR1 BANK1 EFHC2 IGHG1 MS4A1 SPTBN1 TSPAN13 FOURATI_BLOOD_TWINRIX_AGE_65_81YO_RESPONDERS_VS_POOR_RESPONDERS_TRAINING_SET_0DY_NETWORK_INFERENCE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FOURATI_BLOOD_TWINRIX_AGE_65_81YO_RESPONDERS_VS_POOR_RESPONDERS_TRAINING_SET_0DY_NETWORK_INFERENCE_DN HP HPR KIF18B SYDE2 TOP3A FOURATI_BLOOD_TWINRIX_AGE_65_83YO_POOR_RESPONDERS_VS_RESPONDERS_0DY_NETWORK_INFERENCE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FOURATI_BLOOD_TWINRIX_AGE_65_83YO_POOR_RESPONDERS_VS_RESPONDERS_0DY_NETWORK_INFERENCE_UP IL15 IRF7 IRF9 OAS1 TRGC1 FRANCO_BLOOD_SANOFI_PASTEUR_SA_INACTIVATED_INFLUENZA_VACCINE_CORRELATED_WITH_ANTIBODY_RESPONSE_AGE_18_40YO_0DY_NEGATIVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FRANCO_BLOOD_SANOFI_PASTEUR_SA_INACTIVATED_INFLUENZA_VACCINE_CORRELATED_WITH_ANTIBODY_RESPONSE_AGE_18_40YO_0DY_NEGATIVE ACTG1 ADIPOR1 AP3D1 ARPC2 CAMK1G CAMK2A FBXO7 FBXO9 FSTL4 GNA12 IL17REL MCRS1 NINJ2 SPICE1 FRANCO_BLOOD_SANOFI_PASTEUR_SA_INACTIVATED_INFLUENZA_VACCINE_CORRELATED_WITH_ANTIBODY_RESPONSE_AGE_18_40YO_0DY_POSITIVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FRANCO_BLOOD_SANOFI_PASTEUR_SA_INACTIVATED_INFLUENZA_VACCINE_CORRELATED_WITH_ANTIBODY_RESPONSE_AGE_18_40YO_0DY_POSITIVE AHSA2P BLK BST2 CD79B DHX35 FCRLA GABBR1 GCNA KCNG1 LMTK3 LTB LYRM4 MED22 MIR600HG PAOX PIBF1 RINL SAT2 SNRNP25 SUSD3 TCL1A UBE2Z FRANCO_BLOOD_SANOFI_PASTEUR_SA_INACTIVATED_INFLUENZA_VACCINE_CORRELATED_WITH_ANTIBODY_RESPONSE_AGE_18_40YO_14DY_NEGATIVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FRANCO_BLOOD_SANOFI_PASTEUR_SA_INACTIVATED_INFLUENZA_VACCINE_CORRELATED_WITH_ANTIBODY_RESPONSE_AGE_18_40YO_14DY_NEGATIVE AKAP7 BANF2 BDKRB1 DNASE1L1 DUSP5 EPPK1 FARP2 GPBAR1 IRX1 ITPRIPL2 KCMF1 KDM2B MUC6 NAPA NEXN NPC2 PGLYRP4 PRR14L PTPN6 RBMX2 RTF1 RXRG SERPINA13P SPATA13 STAC2 TIPRL VSX2 ZNF146 FRANCO_BLOOD_SANOFI_PASTEUR_SA_INACTIVATED_INFLUENZA_VACCINE_CORRELATED_WITH_ANTIBODY_RESPONSE_AGE_18_40YO_14DY_POSITIVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FRANCO_BLOOD_SANOFI_PASTEUR_SA_INACTIVATED_INFLUENZA_VACCINE_CORRELATED_WITH_ANTIBODY_RESPONSE_AGE_18_40YO_14DY_POSITIVE ABCF2 ANAPC5 ANKRD10 CARMIL2 CCDC191 CCDC24 CD19 CD79A CDR2 CXCR3 DHCR7 ECHDC2 HERC2 LRP5L MCM7 MLH1 MRPL49 PNKD PRKAB2 SWSAP1 TRMT10B UBR7 ZNF514 ZNF558 FRANCO_BLOOD_SANOFI_PASTEUR_SA_INACTIVATED_INFLUENZA_VACCINE_CORRELATED_WITH_ANTIBODY_RESPONSE_AGE_18_40YO_1DY_NEGATIVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FRANCO_BLOOD_SANOFI_PASTEUR_SA_INACTIVATED_INFLUENZA_VACCINE_CORRELATED_WITH_ANTIBODY_RESPONSE_AGE_18_40YO_1DY_NEGATIVE ANKRD33 CARHSP1 CCDC92 CXCR6 DEFA1B EML3 FADD FKBP11 GLS GMCL1 HSD17B12 KLHL22 KYAT1 MEF2D MXD4 NCALD NMNAT3 PIK3IP1 PRKDC STRIP2 TOX2 FRANCO_BLOOD_SANOFI_PASTEUR_SA_INACTIVATED_INFLUENZA_VACCINE_CORRELATED_WITH_ANTIBODY_RESPONSE_AGE_18_40YO_1DY_POSITIVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FRANCO_BLOOD_SANOFI_PASTEUR_SA_INACTIVATED_INFLUENZA_VACCINE_CORRELATED_WITH_ANTIBODY_RESPONSE_AGE_18_40YO_1DY_POSITIVE ACOT9 AIM2 ANKRD22 APOL3 ATF3 ATF5 BATF2 BLVRA C1GALT1C1 C3AR1 CASP1 CASP4 CASP5 CCR1 CD300A CD74 CEACAM1 CMPK2 CREG1 CTSL CUL1 DDX60 DHX58 DRAP1 DYNLT1 EIF2AK2 EPSTI1 FAM225A FBXO6 FCER1G FGL2 FRMD3 FZD2 GAS6 GBP1 GBP2 GBP4 GBP5 GCH1 HELZ2 HERC6 IFI16 IFI30 IFI35 IFI44 IFI44L IFI6 IFIH1 IFIT1 IFIT3 IFITM1 IL15 IL1RN IRF7 ISG15 ISG20 JAK2 KARS1 LAMP3 LAP3 LHFPL2 LMO2 LPGAT1 LY6E LYSMD2 MLKL MOV10 MT2A MX1 MX2 MYOF NCOA7 OAS1 OAS2 OAS3 OASL OTOF P2RY14 PANK2 PARP10 PARP12 PARP14 PARP9 PHF11 PLSCR1 PPCDC PSMB9 PSME1 PTPRO RGL1 RIGI RIPK2 RPAP3 RPS6KC1 RSAD2 SAMD4A SAT1 SBNO2 SCARB2 SCIMP SCO2 SLC6A12 SP110 SP140 STAT1 STAT2 STX11 TAP1 TCN2 TDRD7 TLR7 TMEM123 TMEM208 TNFSF13B TOR1A TRAFD1 TRIM22 TRIM5 TRIM56 TRIM6 TYMP UBE2L6 UNC93B1 WARS1 XAF1 ZBP1 ZC3HAV1 ZNF684 ZNFX1 FRANCO_BLOOD_SANOFI_PASTEUR_SA_INACTIVATED_INFLUENZA_VACCINE_CORRELATED_WITH_ANTIBODY_RESPONSE_AGE_18_40YO_3DY_POSITIVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FRANCO_BLOOD_SANOFI_PASTEUR_SA_INACTIVATED_INFLUENZA_VACCINE_CORRELATED_WITH_ANTIBODY_RESPONSE_AGE_18_40YO_3DY_POSITIVE ATXN7L2 CCL18 CDK5RAP2 CEACAM1 CYFIP1 EMILIN2 HIPK2 IL4R JUP LUC7L MERTK PATL1 PPP1R16A PTPRA RRBP1 SNX29 TBC1D2 TIMM44 FULLER_PBMC_F_TULARENSIS_VACCINE_LVS_AGE_22_54YO_18HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FULLER_PBMC_F_TULARENSIS_VACCINE_LVS_AGE_22_54YO_18HR_DN B2M CARD10 CARD9 CCL18 CCL19 CCL20 CCL21 CCR4 CCR6 CCR7 CD83 FCGR3A ICAM1 ICOS IRAK1 IRAK1BP1 LAMP3 NOD1 PYCARD TAP2 TICAM1 FULLER_PBMC_F_TULARENSIS_VACCINE_LVS_AGE_22_54YO_18HR_TO_336HR_SUSTAINED_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FULLER_PBMC_F_TULARENSIS_VACCINE_LVS_AGE_22_54YO_18HR_TO_336HR_SUSTAINED_UP ARRB1 ATL3 CD300A LRP1 M6PR MAPKAPK3 SPN TXNIP VAMP8 FULLER_PBMC_F_TULARENSIS_VACCINE_LVS_AGE_22_54YO_18HR_TO_48HR_EARLY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FULLER_PBMC_F_TULARENSIS_VACCINE_LVS_AGE_22_54YO_18HR_TO_48HR_EARLY_DN CCL5 CD28 CD37 CD3D CD3E CD3G CD40 CD96 EIF3M F11R F2R FASLG GSPT1 IFNA10 IFNA17 KLF2 KLRC3 KLRK1 NACA NAP1L1 NKG7 NKTR NOSIP NUMA1 PPP2R5C PRKCH PTPRCAP RHOH RORA STAT3 STMN3 TNF TNFRSF25 TRAF1 TRAF5 TRBV19 UBE3A ZAP70 FULLER_PBMC_F_TULARENSIS_VACCINE_LVS_AGE_22_54YO_18HR_TO_48HR_EARLY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FULLER_PBMC_F_TULARENSIS_VACCINE_LVS_AGE_22_54YO_18HR_TO_48HR_EARLY_UP CD302 CD36 CLEC4A CREG1 CSF2RA CSF2RB ENTPD1 FCGR2A GLIPR1 IL13RA1 IL18 IRAK3 LAMP2 LILRA6 LY96 NCF2 QPCT RNASE2 SKAP2 FULLER_PBMC_F_TULARENSIS_VACCINE_LVS_AGE_22_54YO_18HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FULLER_PBMC_F_TULARENSIS_VACCINE_LVS_AGE_22_54YO_18HR_UP ADAM11 ADAMDEC1 CARD14 CARD8 CCL17 CCL22 CCR1 CCR2 CCR3 CCR5 CD1A CD1B CD1C CD1D CD209 CD44 CD58 CD68 CD74 CD80 CD81 CD86 CDC42 DCP1B DCSTAMP DCTN2 FAS FCER1A FCER1G FCGR1A FCGR2A FCGR2B HLA-DMA HLA-DMB HLA-DQB1 HLA-DRB1 HSP90B1 ICAM2 IRAK2 IRAK4 LILRB4 MYD88 NOD2 RBMS1 TAP1 TIRAP TLR1 TLR10 TLR2 TLR3 TLR4 TLR5 TLR6 TLR7 TLR8 TLR9 TRAF6 FULLER_PBMC_F_TULARENSIS_VACCINE_LVS_AGE_22_54YO_192HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FULLER_PBMC_F_TULARENSIS_VACCINE_LVS_AGE_22_54YO_192HR_DN B2M CCL17 CCL18 CCL19 CCL20 CCR1 CCR3 CCR6 CCR7 CD209 CD44 CD58 CD68 CD74 CD80 CD83 CDC42 DCSTAMP FAS FCER1A FCER1G FCGR2A FCGR2B FCGR3A HSP90B1 ICAM1 ICOS IRAK1 LAMP3 PYCARD SOD2 TAP2 TICAM1 FULLER_PBMC_F_TULARENSIS_VACCINE_LVS_AGE_22_54YO_192HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FULLER_PBMC_F_TULARENSIS_VACCINE_LVS_AGE_22_54YO_192HR_UP ADAM11 ADAMDEC1 CARD10 CARD14 CARD8 CARD9 CCL16 CCL21 CCL22 CCR2 CCR4 CCR5 CD1A CD1B CD1C CD1D CD81 CD86 DCP1B DCTN2 FCGR1A HLA-DMA HLA-DQB1 HLA-DRB1 ICAM2 IRAK1BP1 IRAK2 IRAK4 LILRB4 MYD88 NOD1 NOD2 TAP1 TIRAP TLR1 TLR10 TLR2 TLR3 TLR4 TLR5 TLR6 TLR7 TLR8 TLR9 TRAF6 FULLER_PBMC_F_TULARENSIS_VACCINE_LVS_AGE_22_54YO_336HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FULLER_PBMC_F_TULARENSIS_VACCINE_LVS_AGE_22_54YO_336HR_DN B2M CARD14 CCL16 CCL18 CCL19 CCL20 CCL22 CCR3 CCR6 CCR7 CD1A CD1B CD209 CD44 CD58 CD68 CD74 CD80 CD81 CD83 DCSTAMP FCGR2B HSP90B1 ICAM1 ICOS IRAK1 IRAK1BP1 LAMP3 PYCARD SOD2 TAP2 TICAM1 FULLER_PBMC_F_TULARENSIS_VACCINE_LVS_AGE_22_54YO_336HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FULLER_PBMC_F_TULARENSIS_VACCINE_LVS_AGE_22_54YO_336HR_UP ADAMDEC1 CARD10 CARD8 CARD9 CCL17 CCL21 CCR1 CCR2 CCR4 CCR5 CD1C CD1D CD86 CDC42 DCP1B DCTN2 FAS FCER1A FCER1G FCGR1A FCGR2A FCGR3A HLA-DMA HLA-DMB HLA-DQB1 HLA-DRB1 ICAM2 IRAK2 IRAK4 LILRB4 MYD88 NOD1 NOD2 TAP1 TIRAP TLR1 TLR10 TLR2 TLR3 TLR4 TLR5 TLR6 TLR7 TLR8 TLR9 TRAF6 FULLER_PBMC_F_TULARENSIS_VACCINE_LVS_AGE_22_54YO_48HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FULLER_PBMC_F_TULARENSIS_VACCINE_LVS_AGE_22_54YO_48HR_DN CARD10 CARD14 CARD9 CCL18 CCL19 CCR4 CCR6 CCR7 CD83 FCGR1A HSP90B1 ICOS IRAK1 IRAK1BP1 IRAK4 LAMP3 PYCARD TAP2 FULLER_PBMC_F_TULARENSIS_VACCINE_LVS_AGE_22_54YO_48HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FULLER_PBMC_F_TULARENSIS_VACCINE_LVS_AGE_22_54YO_48HR_UP ADAMDEC1 B2M CARD8 CCL16 CCL17 CCL20 CCL21 CCL22 CCR1 CCR2 CCR3 CCR5 CD1A CD1B CD1C CD1D CD209 CD44 CD58 CD68 CD74 CD80 CD81 CD86 CDC42 DCP1B DCSTAMP DCTN2 FAS FCER1A FCER1G FCGR2A FCGR2B FCGR3A HLA-DMA HLA-DMB HLA-DQB1 HLA-DRB1 ICAM1 ICAM2 IRAK2 LILRB4 MYD88 NOD1 NOD2 SOD2 TAP1 TICAM1 TIRAP TLR1 TLR10 TLR2 TLR3 TLR4 TLR5 TLR6 TLR7 TLR8 TLR9 TRAF6 GARCIA_PINERES_PBMC_HPV_16_L1_VLP_AGE_18_25YO_12MO_CORRELATED_WITH_ANTIBODY_RESPONSE_NEGATIVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GARCIA_PINERES_PBMC_HPV_16_L1_VLP_AGE_18_25YO_12MO_CORRELATED_WITH_ANTIBODY_RESPONSE_NEGATIVE ADD3 CFD CHRNA7 CXCL2 FUCA1 HPCAL1 HS3ST1 HS3ST2 IMPA2 KRT5 LEF1 MZF1 PLIN2 RBMS2 SLC43A1 SNCA SORL1 SPAG8 SRRM2 TNS1 GARCIA_PINERES_PBMC_HPV_16_L1_VLP_AGE_18_25YO_12MO_CORRELATED_WITH_ANTIBODY_RESPONSE_POSITIVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GARCIA_PINERES_PBMC_HPV_16_L1_VLP_AGE_18_25YO_12MO_CORRELATED_WITH_ANTIBODY_RESPONSE_POSITIVE ADGRB3 ALAS1 ALDH1A2 AURKA CCND2 CD180 CD1B CYTH2 FANCG GAPDH HIRIP3 IFNG IL1RN LGALS2 MT2A POLR3K QPCT RNASEL RTN3 SLAMF1 SLC25A40 GARCIA_PINERES_PBMC_HPV_16_L1_VLP_AGE_18_25YO_2MO_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GARCIA_PINERES_PBMC_HPV_16_L1_VLP_AGE_18_25YO_2MO_DN ABLIM1 ACADVL ACP5 ACRV1 ADD3 ADGRB3 ADORA2B ADORA3 AGPAT2 ALDH3A2 ALOX5 ANAPC2 ANOS1 APLNR APOC1 APOC2 APOE AR ARHGAP29 ARHGEF1 ASAH1 ASCL1 ATP5F1C AVPR1A B3GALT4 BASP1 BEX3 BICRA BLVRB CA5A CA6 CACFD1 CACNA2D2 CACNA2D3 CADM1 CALCB CAMKK2 CARTPT CD14 CD180 CD2BP2 CD9 CD99 CDC25B CEBPD CELSR1 CER1 CES1 CFAP410 CFD CHGA CHPT1 CHRNA7 CHST3 CHST8 CLDN7 CLEC11A CLEC3B CNR1 CPLX2 CSF3R CTSD CTSK CUX1 CXCL2 CYBA CYP27A1 CYTH2 DAB2 DBP DGCR2 DHRS3 DHRS9 DIDO1 DLG4 DNAJB2 DNASE2 DOC2A DPEP2 DPP4 DRD2 DUSP13 DXO EEF1D EHHADH EMP3 ENDOG ENTR1 EPAS1 ERF EVX1 F11 F13A1 FABP4 FAIM2 FARP1 FCGRT FCMR FGF9 FLRT2 FOXO3 FRAT1 FST FUCA1 FXYD1 GAA GABBR2 GADD45B GAGE1 GAK GAS7 GCHFR GDF11 GHR GLTP GML GNB1L GPNMB GPRC5C GRB10 GRID2 GRN GRPR GSDME HAMP HBA1 HBA2 HMOX1 HOMER3 HOXC5 HPCAL1 HPSE HS3ST1 HS3ST2 HSD17B14 HSF2 HTRA1 ICAM3 ID3 IFNA21 IGF1 IKZF4 IMPA2 INTS6 IRF3 IRS2 ISYNA1 ITGA6 KCNJ14 KCNK10 KIF13A KIFC3 KLF2 KLK12 KRT5 LCK LEF1 LGMN LPA LRP1 LRPAP1 LTBP3 LY86 MAD1L1 MAEA MAGI2 MAPK12 MAPK8IP2 MCOLN1 MERTK MFSD10 MGAT4B MIF MMD MS4A4A MXD4 MYO9B MZF1 NAGLU NAGPA NAP1L3 NEB NISCH NME3 NOD2 NOP53 NPL NR0B1 NUDT3 OCA2 PABPC4 PCYOX1 PDCL PDE2A PDE6A PDGFC PDK4 PECAM1 PEPD PHLDA1 PIK3R2 PKD2L1 PLA2G4B PLCB2 PLD3 PLIN2 PLPP3 PLXNC1 PMP22 POLD1 PON2 PPAN PPP2R3B PPP2R5A PRKCZ PTDSS2 PTH1R PYCARD RABAC1 RAI2 RAP2A RARRES1 RASAL1 RASGRP2 RBM17 RNASE1 RNASEL RNASET2 RNF130 RPGRIP1 RPL13 RPS6KA2 RTN3 RUNDC3A RXRA S100A8 SCAND1 SCARB1 SDS SELENOP SGSH SIGIRR SLC11A1 SLC23A2 SLC43A1 SLC7A8 SNCA SORL1 SP2 SPAG1 SPAG8 SPARC SRPX SRRM2 STC1 TAS2R1 TBXAS1 TCEAL9 TENM1 TESK2 TIMP2 TM6SF1 TMEM8B TNFRSF14 TNFRSF1A TNS1 TP53TG5 TPBG TPRA1 TPSAB1 TPST2 TSC1 TSPAN4 TUBGCP2 USF2 VAT1 VLDLR VNN1 VNN3P VPREB3 VPS51 WASF3 ZBTB18 ZNF117 ZNF324 ZNF395 ZNF74 GARCIA_PINERES_PBMC_HPV_16_L1_VLP_AGE_18_25YO_2MO_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GARCIA_PINERES_PBMC_HPV_16_L1_VLP_AGE_18_25YO_2MO_UP ACO2 ACOT7 ACSL1 ADAM19 ADAR AFF4 AICDA AIM2 AKR1B10 ALAS1 ALDH1A2 ANAPC10 AP1G1 APEX2 APOBEC3B APOBEC3G APOL1 ATF5 ATF6 ATOX1 AURKA BATF3 BAX BCL7B BHLHE40 BIRC3 BMAL2 BPGM BRCA1 BUB1 C1QB C2 C5 CA11 CACNA1A CASP1 CASP5 CASQ1 CAV3 CCL11 CCL13 CCL17 CCL18 CCL19 CCL20 CCL23 CCL24 CCL4 CCL7 CCNB2 CCND2 CD1B CD1E CD209 CD38 CD40 CD70 CD83 CDC40 CDC45 CDC6 CDK6 CDK7 CDKN1A CDKN3 CENPA CFB CFH CH25H CHAF1A CKS1B CKS2 CLEC10A CLEC1A CLIC2 CLIC5 COL1A2 COL2A1 CSF2 CSF2RB CTAGE1 CTLA4 CTSC CXCL11 CXCL13 CXCL9 CYP27B1 DDB2 DMD DNAJC7 DNM1L DSE DUSP4 DUSP6 EBI3 EBNA1BP2 EFCAB2 EGF EML4 ENPP2 ESR1 ETS2 FANCA FANCG FASLG FEN1 FKBPL FPR2 FSTL3 GABBR1 GABPB2 GAPDH GART GCH1 GCNT1 GGT5 GINS2 GMEB1 GMNN GNB5 GNL2 GNLY GOLM1 GPD2 GPR63 GTPBP4 GZMA GZMB HBEGF HCAR3 HIRIP3 HIVEP3 HLA-DQA1 HOXC11 HP1BP3 HRH4 HSD11B1 HSPH1 ICAM1 IDH3A IDI1 IDO1 IFITM1 IFITM2 IFNG IGSF3 IL12RB2 IL15 IL17RB IL1B IL1R2 IL1RN IL2 IL21R IL2RA IL3 IL5 IL6 IL6ST INHBA INSIG1 IRF2 ISG20 JAG1 KCNJ15 KCNJ2 KCNN4 KIF11 KIF20A KIR2DS5 KMO LAD1 LAMC2 LAMP3 LANCL2 LDLR LGALS2 LIF LIMA1 LMNB1 LNPEP LTA LUZP4 MAD2L1 MAL MAP2 MAPK11 MARCHF6 MICB MKI67 MLN MMP12 MMP8 MNDA MPO MPZ MSMO1 MT1H MT1X MT2A MTHFD2 MTRR MYBL2 NAMPT NAPG NCAPG NDC80 NDRG2 NDUFV2 NEFH NMD3 NMT1 NTN1 NUSAP1 OTOR OXCT1 P2RY1 PAICS PALM PARP11 PCK2 PCNA PDGFA PDK4 PDSS1 PFDN1 PFKP PGAM1 PHKA1 PHLDA2 PIK3C3 PIK3R3 PIP4K2A PKIG PLA2G4C PLAAT4 PLEK PLK1 PMS2 POLA1 POLD1 POLR3K PPA1 PPEF1 PRC1 PREP PROM1 PSMA2 PSMA5 PSMB2 PSMB5 PSMB9 PSMD12 PTAFR PTGES PTGS2 QPCT RAB13 RAB17 RAB8B RAD50 RAPGEF2 RBMS2 RBX1 RFC3 RFC4 RGS1 RIGI RNF24 RRM2 RUVBL1 SDHB SERPINA6 SERPINE1 SERPING1 SHH SLAMF1 SLC1A4 SLC1A5 SLC22A17 SLC25A17 SLC25A40 SLC2A3 SLC2A6 SLC39A8 SOCS1 SRI ST3GAL5 STAP1 STX2 SUB1 TAP2 TARS1 TBX1 TEX13B THRAP3 TIMM17A TLR1 TLR2 TMSB15A TNF TNFSF10 TNPO2 TOP2A TPI1 TRAIP TRIM15 TRIP13 TSPAN13 TSPAN5 TXN TYMS UCHL5 UCK2 VAMP5 VDR VRK2 WARS1 XCL1 ZNF222 ZNF267 ZNF35 ZPR1 ZWINT GARCIA_PINERES_PBMC_HPV_16_L1_VLP_AGE_18_25YO_7MO_CORRELATED_WITH_ANTIBODY_RESPONSE_NEGATIVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GARCIA_PINERES_PBMC_HPV_16_L1_VLP_AGE_18_25YO_7MO_CORRELATED_WITH_ANTIBODY_RESPONSE_NEGATIVE ADD3 BMAL2 CXCL2 FUCA1 GMEB1 HPCAL1 HS3ST2 IMPA2 KRT5 LEF1 PMP22 RBMS2 SLC43A1 GARCIA_PINERES_PBMC_HPV_16_L1_VLP_AGE_18_25YO_7MO_CORRELATED_WITH_ANTIBODY_RESPONSE_POSITIVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GARCIA_PINERES_PBMC_HPV_16_L1_VLP_AGE_18_25YO_7MO_CORRELATED_WITH_ANTIBODY_RESPONSE_POSITIVE ADGRB3 ALAS1 ARHGAP29 AURKA CCND2 CD180 CD1B FANCG GGT5 GML HIRIP3 IL1RN IL6 INHBA LGALS2 NTN1 PFKP RNASEL SLAMF1 TNF TPI1 GARCIA_PINERES_PBMC_HPV_16_L1_VLP_AGE_18_25YO_STIMULATED_VS_UNSTIMULATED_0DY_VACCINATION_INDEPENDENT_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GARCIA_PINERES_PBMC_HPV_16_L1_VLP_AGE_18_25YO_STIMULATED_VS_UNSTIMULATED_0DY_VACCINATION_INDEPENDENT_DN A2M ABCC3 ABO AK1 AKR1B10 ALDH1A1 ALDH3A2 ALDH7A1 APOC1 APOC2 APOE ATXN1 BCL11B BEX3 C5 CADM1 CASP8AP2 CAV3 CD8B CD9 CD96 CDK6 CELSR1 CEP250 CHIT1 CHRM4 CHRNA1 CHRNG CLCA1 CLIC5 COL1A2 CPM CRHBP CRYGD CTSG CXXC4 CYP27A1 CYP2C18 DPEP2 DTWD1 EDA2R EFNA5 EIF1AX ENC1 ENOSF1 EPAS1 F13A1 FABP3 FABP4 FGF9 FOLR2 GCM1 GLIPR1 GLT8D2 GPRC5B GPX3 GSDME HAMP HOXC11 HOXD11 HPCAL4 HS3ST2 HSD17B4 HTR2C HTT IL5RA IMPA2 INSR IRS2 ITGAE ITGAV ITIH3 KCNMA1 KDELR2 KEL KIR2DS5 LAMC2 LEP LMO1 MARCHF6 MARCO MMP2 MMP8 MRC2 NDRG2 NEO1 NINJ2 NPFFR1 NPL NQO1 NRCAM OAT OSGEPL1 PAPSS2 PDPN PELI2 PFKFB1 PLEK2 PLIN2 PLTP PLXNA1 PLXNC1 PMS2 PRKG2 PTGES RARG RARRES1 RCAN3 RNASE4 SCD SCML1 SDS SELENOP SERPINF1 SH3BP4 SHH SLC26A2 SLC2A11 SMAD6 SNCA SORL1 SSR3 STEAP1 STXBP1 TFCP2L1 TG TNNI2 TNS1 TRAIP TREM2 TRIM16 TSPAN5 UBASH3A WNT7A ZFYVE9 ZNF124 GARCIA_PINERES_PBMC_HPV_16_L1_VLP_AGE_18_25YO_STIMULATED_VS_UNSTIMULATED_0DY_VACCINATION_INDEPENDENT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GARCIA_PINERES_PBMC_HPV_16_L1_VLP_AGE_18_25YO_STIMULATED_VS_UNSTIMULATED_0DY_VACCINATION_INDEPENDENT_UP ACOT9 ADAMDEC1 ADGRE5 ALAS1 APBA1 APOBEC3B APOL1 APOL3 APOL6 AR ATF5 AURKA AURKB AVPR1A AXL BATF3 BAZ1A BCL2L14 BIRC5 BMAL2 BMPR1B BST2 C1QA C1RL C1S C2 CACNA1A CBR1 CCL13 CCL17 CCL18 CCL19 CCL2 CCL3 CCL7 CCL8 CCNA2 CCND1 CCR8 CD19 CD38 CD72 CDC45 CDKN1A CFB CHST12 CHST3 CHST8 CKS2 CLCNKA CLDN7 CLEC11A CLEC4A CSF2RB CXCL1 CXCL10 CXCL11 CXCL9 CYP27B1 DUSP5 DUSP6 DYNLT1 EBI3 EGR2 EIF2AK2 ENPP2 ENTREP3 ESPL1 ESRRG ETV7 EZH2 F3 FA2H FAS FCGR1A FFAR2 FGL2 FHL2 FPR2 FSCN1 FSHB FST G0S2 GABBR2 GBP1 GCH1 GDF11 GGT5 GINS2 GMPR GPALPP1 GPRC5C GRID2 GRM7 GUCY1A2 GZMB H1-0 H2AC18 H6PD HCAR3 HERC5 HESX1 HLX HMMR HOXC5 HSD11B1 HSPB1 HSPBP1 IDO1 IFI27 IFI44 IFI44L IFI6 IFIH1 IFIT1 IFIT3 IFIT5 IFITM1 IFITM2 IFITM3 IFNA6 IFNG IGF2BP3 IGFALS IGFBP1 IL15 IL15RA IL36A IL3RA IL6 IL9 INHBA INSM1 IRF1 IRF7 ISG15 ISG20 JAK2 JUP KCNJ14 KCNJ2 KCNK5 KIF13A KIFC3 L1CAM LAG3 LAMB3 LAMP3 LAMP5 LAP3 LGALS3BP LIF LIMK2 LMO2 LY6E LYPD1 MAFF MAP3K7CL MMP14 MMP25 MMP9 MNDA MT1H MT1X MT2A MUC1 MX1 MX2 MXD1 MYOF MYRF NAMPT NCAPG NECTIN2 NFE2L3 NMI NR0B1 NRG1 OAS1 OAS2 OAS3 OASL P2RY13 PAK6 PARP11 PARP3 PBK PCBP3 PHF11 PHLDA2 PLAC1 PLSCR1 PML POLR3D PROCR PRRG4 PSMA2 PSMB9 PSME2 PTGER3 PTGIR PTH1R RBCK1 RELB RGS1 RIGI RNASEL RRM2 RTP4 SCNN1G SCO2 SEMA4A SEPTIN4 SERPINE1 SERPING1 SIGLEC1 SIK1 SLC2A6 SLC31A2 SLC4A2 SLC6A12 SLCO4A1 SLURP1 SOCS1 SOCS2 SP110 SP140 SPAG1 SPHK1 SRC TAP2 TFEC TK1 TMEM176A TNFAIP6 TNFSF10 TNNT1 TPX2 TRAF2 TRAF4 TRAFD1 TRIM21 TYMP TYMS UBE2C UBE2L6 UBE2S USP18 VAMP5 VCAM1 VPREB3 VRK2 WARS1 XAF1 ZBP1 ZBTB32 ZWINT GAUCHER_PBMC_YF_VAX_STAMARIL_UNKNOWN_AGE_10DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUCHER_PBMC_YF_VAX_STAMARIL_UNKNOWN_AGE_10DY_DN ABCC5 ABHD5 ABTB1 ADGRE3 ALKBH7 ALPL APMAP ARAP3 ARHGAP24 BTF3 CA4 CAMK1D CD46 CDK19 CPPED1 CYP27A1 DCAF12 DCAF6 DDX3X EEF2 EIF3F EIF3L EIF4B ELAPOR1 EPB42 ERGIC1 FAM210B FAXDC2 FBXO7 FCER1A FOXO1 GLS GNG7 GPR162 GUCD1 H1-2 HECA HSD17B11 ICAM3 IL1R2 IMPA2 IRS2 KBTBD7 LGALS3 LINC00265 LMBRD1 LST1 MED25 MEF2D MKRN1 MPP1 MPZL1 MYADM NIBAN1 NPL ORM1 OSBP2 PABPC1 PABPC4 PACS1 PANX2 PCBP2 PDZK1IP1 PHOSPHO1 PI3 PINK1 PIP4K2A PITHD1 PLVAP PPM1F PRDX2 PRKDC PTOV1 PYGL RFLNB RPL22 RPL37A RPS3 RPS4X RPS6KA5 RUBCNL SELENBP1 SERF2 SIGLEC10 SNCA SNRPG SORL1 SRRD STAT5B STMN3 TAGLN2 TBC1D14 TBL1X TGM3 TMCO3 TMX4 TNS1 TOPORS TP53INP2 TSPAN5 TXNDC12 UBE2H USP10 VNN2 WLS ZNF217 GAUCHER_PBMC_YF_VAX_STAMARIL_UNKNOWN_AGE_10DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUCHER_PBMC_YF_VAX_STAMARIL_UNKNOWN_AGE_10DY_UP ABCA1 ABI3 ACOT7 ACOT9 ACTA2 ADA ADAP2 ADAR AIM2 ANKRD22 AP5B1 APOBEC3F APOL3 ASCL2 ASPRV1 ATF3 BATF2 BLVRA BST2 BTN3A1 CALHM6 CASP1 CCNB2 CCR1 CD38 CDC20 CDCA5 CDCA7 CEACAM1 CENPM CHMP5 CTSL CUL1 CX3CR1 CYBB CYSLTR1 DDX60 DHRS9 DHX58 DRAP1 DUSP5 EIF2AK2 EPB41L3 EPSTI1 FAM8A1 FBXO6 FLVCR2 FRMD3 GADD45B GALM GBP1 GBP2 GBP5 GCH1 GNGT2 GPBAR1 HAVCR2 HELZ2 HERC5 HERC6 HES4 HLA-A IDH2 IFI16 IFI27 IFI30 IFI35 IFI44 IFI44L IFI6 IFIH1 IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 IFITM3 IL15 IL1RN IRF7 IRF9 ISG15 JCHAIN LAP3 LGALS3BP LGALS9 LHFPL2 LMO2 LY6E MAD2L1BP MCM4 MICB MOV10 MT1A MT1F MT2A MX1 MYL6B MYOF NAGA NAGK NAPA NCOA7 NEXN NME1 NMI NPC2 NTNG2 NUB1 NUSAP1 OAS1 OAS2 OAS3 OASL OSBPL5 OTOF PARP10 PARP12 PARP14 PARP9 PCK2 PHF11 PHGDH PLAC8 PLSCR1 PML PRF1 PSME2 PTTG1 RAB8A REC8 RGL1 RGS12 RIGI RIN2 RIPK3 RNF135 RRAS RSAD2 RTP4 SAMD4A SAMD9L SAT1 SCARB2 SCO2 SDF2L1 SEPTIN4 SERPING1 SHFL SHISA5 SIL1 SLC27A3 SLC31A2 SNTB1 SOCS1 SP110 SP140 SPATS2L SRBD1 SRC STAT1 STAT2 STMN1 SUSD1 TAP1 TAP2 TDRD7 TENT5A TIMM10 TK1 TLR7 TMEM123 TMEM140 TMEM268 TMEM62 TNFSF10 TOR1B TRAFD1 TRIM21 TRIM22 TRIM38 TRIM5 TUBG1 TXNDC11 TXNDC5 TYMS UBA7 UBE2C UBE2L6 UBE2S UHRF1 VAMP5 WARS1 XAF1 ZBP1 ZC3HAV1 GAUCHER_PBMC_YF_VAX_STAMARIL_UNKNOWN_AGE_14DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUCHER_PBMC_YF_VAX_STAMARIL_UNKNOWN_AGE_14DY_DN ANAPC16 ATM CD46 CMPK1 FIS1 HSD17B11 LMO2 NAP1L1 OSBPL8 P2RY13 RBM47 ZNF217 GAUCHER_PBMC_YF_VAX_STAMARIL_UNKNOWN_AGE_14DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUCHER_PBMC_YF_VAX_STAMARIL_UNKNOWN_AGE_14DY_UP ACOT7 ADA CCNB2 CD19 CD38 CDC20 CDCA5 CDCA7 CDK12 CENPM COBLL1 CRELD2 CXCR3 DUSP5 FAM30A FCRL5 FKBP11 GLDC HSP90B1 IDH2 ITM2C JCHAIN MAGED1 MANF MCM4 MYDGF MYL6B MYO1F MZB1 NME1 NUSAP1 PDIA4 PHGDH POU2AF1 PPIB PRDX4 PTTG1 RTCB SDF2L1 SEC11C SEL1L3 SIL1 SLC7A5 SP140 SRM STMN1 TENT5C TK1 TNFRSF13B TNFRSF17 TRIM26 TUBG1 TXNDC11 TXNDC5 UBE2C UBE2S UHRF1 XBP1 GAUCHER_PBMC_YF_VAX_STAMARIL_UNKNOWN_AGE_28DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUCHER_PBMC_YF_VAX_STAMARIL_UNKNOWN_AGE_28DY_DN ANAPC16 ATM CMPK1 EIF3F IL7R ITM2A NAP1L1 PABPC4 RPL22 RPLP0 SNRPN SNURF STMN3 GAUCHER_PBMC_YF_VAX_STAMARIL_UNKNOWN_AGE_28DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUCHER_PBMC_YF_VAX_STAMARIL_UNKNOWN_AGE_28DY_UP ANPEP AP5B1 ASPRV1 CSRNP1 EPSTI1 FCER1G HK3 IL1RN IRF9 LGALS9 LY6E MX1 MYD88 MYO1F NAGA NTNG2 OASL OGFR P2RX1 PRAM1 RIPK3 RNF135 RNF31 SHISA5 SIGLEC5 SIL1 TMEM121B GAUCHER_PBMC_YF_VAX_STAMARIL_UNKNOWN_AGE_3DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUCHER_PBMC_YF_VAX_STAMARIL_UNKNOWN_AGE_3DY_DN ABCC5 ABHD5 ADGRE3 ALKBH7 ALPL ARAP3 ATOSA BANK1 BCL6 C12orf57 CAMK1D CBX7 CD46 CDK19 CPD CPPED1 CREB5 DDX3X EEF1A1 EEF1B2 EEF2 EIF3F EIF3L EIF4B ELAPOR1 ERGIC1 FAU FBL FCRLA FOXO1 GLS GMCL1 GNG7 GPR162 GPR183 H1-2 H4C3 HYCC2 ICAM3 IMPA2 IRS2 KBTBD7 KLHDC2 KLHL2 LMBRD1 MPZL1 MYADM NAMPT NARF NFXL1 NIBAN1 ORM1 OSBPL8 PABPC4 PI3 PPM1F PRKDC PTOV1 PYGL RBM47 RFLNB RPL13A RPL18 RPL22 RPL27 RPL3 RPL30 RPL35A RPL37A RPL4 RPL5 RPLP0 RPS13 RPS14 RPS18 RPS20 RPS25 RPS27A RPS29 RPS3 RPS4X RPS5 RPS6 RPS6KA5 RPS8 RUBCNL SEL1L3 SNHG29 SORL1 STAT5B STMN3 TBC1D14 TBL1X TMCO3 TMX4 TOMM7 TOPORS TP53INP2 TPT1 TXNDC12 VNN2 WLS ZNF217 ZNF281 GAUCHER_PBMC_YF_VAX_STAMARIL_UNKNOWN_AGE_3DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUCHER_PBMC_YF_VAX_STAMARIL_UNKNOWN_AGE_3DY_UP ABCA1 ABI3 ACOT9 ADA ADA2 ADAP2 ADAR AIM2 ALDH3B1 ANKFY1 AP5B1 APOBEC3A APOBEC3F ASCL2 ASPRV1 ATF5 BLVRA BST2 BTN3A1 C1QA C1QB C3AR1 CAMK1 CASP1 CCR1 CD300C CD68 CD86 CDKN1A CDKN1C CEACAM1 CNDP2 CSF1R CSRNP1 CST3 CTSL CX3CR1 CYBB CYSLTR1 DDX60 DHRS9 DHX58 DPYSL2 DRAP1 DUSP5 EIF2AK2 EPB41L3 EPSTI1 FBXO6 FCER1G FCN1 FFAR2 FLVCR2 FRMPD1 GADD45B GALM GBP1 GIMAP8 GLMP GNA15 GNGT2 GORASP1 GPBAR1 GRN HAVCR2 HELZ2 HERC5 HERC6 HES4 HK3 HLA-A HMOX1 IDH2 IFI16 IFI27 IFI30 IFI35 IFI44 IFI44L IFI6 IFIH1 IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 IFITM3 IL1RN IRF7 IRF9 ISG15 JUP KCNMB1 KIAA0319L LAP3 LGALS3BP LGALS9 LHFPL2 LILRB1 LMO2 LY6E LYPD2 MAD2L1BP MAFB MARCO MICB MOV10 MS4A7 MT1A MT1F MT2A MX1 MX2 MYD88 MYOF NAGA NAGK NAPA NPC2 NRROS NTNG2 NUB1 OAS1 OAS2 OAS3 OASL OGFR OSBPL5 OTOF PARP10 PARP12 PARP14 PARP9 PCK2 PHF11 PLAC8 PLAGL2 PLSCR1 PRAM1 PSME1 PSME2 PTGDS RAB8A RBCK1 REC8 RGL1 RGS12 RHBDF2 RIGI RIN2 RIPK3 RNF135 RNF31 RNH1 RRAS RSAD2 RTP4 SAMD4A SAMD9L SCARB2 SCIMP SCO2 SEPTIN4 SERPING1 SERTAD1 SHFL SHISA5 SIDT2 SIGLEC5 SIL1 SLC27A3 SLC2A6 SLC37A2 SLC3A2 SMCO4 SNTB1 SORT1 SP110 SP140 SPATS2L SRBD1 SRC STAT1 STAT2 SUSD1 TAGLN TAP1 TAP2 TCN2 TDRD7 TENT5A TICAM1 TIMM10 TLR7 TMEM123 TMEM140 TMEM268 TMEM62 TNFSF10 TNFSF13B TNS3 TOR1B TRAFD1 TRIM21 TRIM22 TRIM26 TRIM38 TRIM5 TTC38 TTYH3 TYMP UBA7 UBE2L6 WARS1 XAF1 ZBP1 ZC3HAV1 ZFYVE26 ZNFX1 GAUCHER_PBMC_YF_VAX_STAMARIL_UNKNOWN_AGE_60DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUCHER_PBMC_YF_VAX_STAMARIL_UNKNOWN_AGE_60DY_DN ADIPOR1 CDC14B DCAF6 DMTN DNAJB2 DPM2 FBXO7 FIS1 FKBP8 GUCD1 GUK1 GYPC HAGH HBQ1 MARCHF2 MBNL3 MYL4 OR2T35 PDZK1IP1 PHOSPHO1 PLEK2 PRDX2 PRDX5 ROPN1B SERF2 SESN3 SRRD ST6GALNAC4 STMN3 TGM2 TPRA1 TSPAN5 UBXN6 YBX3 GAUCHER_PBMC_YF_VAX_STAMARIL_UNKNOWN_AGE_60DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUCHER_PBMC_YF_VAX_STAMARIL_UNKNOWN_AGE_60DY_UP ADA2 ADAP2 ANKRD22 APOL3 BLVRA CD163 CD74 CD86 CNDP2 CYBB DHX58 EMILIN2 EPB41L3 FCN1 FLVCR2 HAVCR2 HK2 IFI30 IL15 KCNMB1 KYNU LGALS9 LHFPL2 MICB MS4A3 MYOF NAGA NAGK NLRP3 NOD2 NPC2 NUB1 PLAGL2 RGS12 RTCB SCARB2 SCIMP SIL1 SLC37A2 SMCO4 SNTB1 SORT1 STAT2 SUSD1 TAP1 TLR7 TMEM268 TNS3 TTYH3 WARS1 GAUCHER_PBMC_YF_VAX_STAMARIL_UNKNOWN_AGE_7DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUCHER_PBMC_YF_VAX_STAMARIL_UNKNOWN_AGE_7DY_DN ABCC5 ABHD5 ABTB1 ADGRE3 AHSP ALKBH7 ALPL ANAPC16 APMAP ARAP3 ATM ATOSA BANK1 BCL6 BSG BTF3 C12orf57 CA4 CAMK1D CBX7 CD46 CDC34 CDK19 CMTM2 CPD CPPED1 CREB5 CYP27A1 CYP4F3 DCAF12 DCAF6 DDX3X DSC2 EEF1A1 EEF1B2 EEF2 EIF2S3 EIF3F EIF3L EIF4B ELAPOR1 ERGIC1 FAM210B FAU FBL FBXO7 FCRLA FIS1 FOXO1 GLRX5 GLS GMCL1 GNG10 GNG7 GPR183 H1-2 H4C3 HECA HINT1 HSD17B11 HYCC2 ICAM3 IL1R2 IL7R IMPA2 IRS2 ITM2A KBTBD7 KLHDC2 KLHL2 KLRB1 LDHB LINC00265 LMBRD1 LRRN3 MBP MED25 MEF2D MGAM MKRN1 MME MPZL1 MTURN MYADM NAMPT NAP1L1 NARF NELL2 NFXL1 NIBAN1 NPL ORM1 OSBP2 OSBPL8 PABPC1 PABPC4 PANX2 PCBP2 PDZK1IP1 PGLYRP1 PHOSPHO1 PI3 PINK1 PITHD1 PLEK2 PPBP PPM1F PRDX2 PRDX5 PRKDC PTOV1 PYGL QPCT RFLNB RGCC RNF11 RPL10A RPL11 RPL13 RPL13A RPL14 RPL18 RPL22 RPL23 RPL27 RPL3 RPL30 RPL31 RPL35 RPL35A RPL37A RPL39 RPL4 RPL5 RPL7 RPL7A RPL9 RPLP0 RPLP1 RPS10 RPS13 RPS14 RPS15A RPS17 RPS18 RPS20 RPS23 RPS24 RPS25 RPS27A RPS29 RPS3 RPS3A RPS4X RPS5 RPS6 RPS6KA5 RPS8 RUBCNL S100A12 SERF2 SESN3 SGK1 SLC25A37 SLC4A1 SNHG29 SNRPN SNURF SORL1 SRRD STAT5B STMN3 TAGLN2 TBC1D14 TBL1X TGM3 TMCO3 TMX4 TOMM7 TOPORS TP53INP2 TPT1 TSPAN5 TXNDC12 UBE2H USP10 VNN2 WLS ZNF217 ZNF281 GAUCHER_PBMC_YF_VAX_STAMARIL_UNKNOWN_AGE_7DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUCHER_PBMC_YF_VAX_STAMARIL_UNKNOWN_AGE_7DY_UP ABCA1 ABI3 ACOT7 ACOT9 ACTA2 ADA ADA2 ADAP2 ADAR AIM2 ALDH3B1 ANKFY1 ANKRD22 AP5B1 APOBEC3A APOBEC3F APOL3 ASCL2 ASPRV1 ATF3 ATF5 BATF2 BLVRA BST2 BTN3A1 C1QA C1QB C3AR1 CAMK1 CAP1 CASP5 CCL8 CCNB2 CCR1 CD163 CD300C CD36 CD38 CD68 CD74 CD86 CDC20 CDCA5 CDCA7 CDKN1A CDKN1C CEACAM1 CENPM CHMP5 CMPK2 CNDP2 CSF1R CSRNP1 CST3 CTSL CUL1 CX3CR1 CXCL10 CYBB CYSLTR1 DDX60 DHRS9 DHX58 DPYSL2 DRAP1 DUSP5 DYNLT1 EIF2AK2 EMILIN2 EPB41L3 EPSTI1 FAM8A1 FBXO6 FCER1G FCN1 FFAR2 FLVCR2 FRMD3 GADD45B GALM GBP1 GBP2 GBP4 GBP5 GCH1 GIMAP8 GLMP GNA15 GNGT2 GNLY GORASP1 GPBAR1 GRN GZMB HAVCR2 HELZ2 HERC5 HERC6 HES4 HK3 HLA-A HLA-DRB4 HMOX1 HSH2D IDH2 IDO1 IFI16 IFI27 IFI30 IFI35 IFI44 IFI44L IFI6 IFIH1 IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 IFITM3 IL15 IL1RN IRF7 IRF9 ISG15 ISG20 JUP KCNMB1 KIAA0319L KIR2DL3 KIR2DL4 KYNU LAG3 LAMP3 LAP3 LDLR LGALS3BP LGALS9 LHFPL2 LILRB1 LMO2 LY6E MAD2L1BP MAFB MARCKS MARCO MCM4 MICB MOB3C MOV10 MS4A7 MT1A MT1F MT2A MX1 MX2 MYD88 MYDGF MYOF NAGA NAGK NAPA NCOA7 NEXN NLRP3 NMI NOD2 NPC2 NRROS NT5C NTNG2 NUB1 NUSAP1 OAS1 OAS2 OAS3 OASL OGFR OSBPL5 OTOF PARP10 PARP12 PARP14 PARP9 PATL1 PCK2 PHACTR2 PHF11 PIK3AP1 PLAC8 PLAGL2 PLSCR1 PML PPM1K PRAM1 PRF1 PSME1 PSME2 PTGDS RAB8A RBCK1 REC8 RGL1 RGS12 RHBDF2 RIGI RIN2 RIPK3 RNF135 RNF31 RNH1 RRAS RSAD2 RTCB RTP4 SAMD4A SAMD9L SAT1 SCARB2 SCIMP SCO2 SDF2L1 SEPTIN4 SERPING1 SERTAD1 SHFL SHISA5 SIDT2 SIGLEC5 SIL1 SLC27A3 SLC2A6 SLC37A2 SLC3A2 SLFN12 SMCO4 SNTB1 SOCS1 SORT1 SP110 SP140 SPATS2L SQOR SRBD1 SRC SRM STAB1 STAT1 STAT2 SUSD1 TAGLN TAP1 TAP2 TCN2 TDRD7 TENT5A TICAM1 TIMM10 TLR7 TMEM123 TMEM140 TMEM268 TMEM51 TMEM62 TNFAIP6 TNFSF10 TNFSF13B TNS3 TOR1B TRAFD1 TRIM21 TRIM22 TRIM26 TRIM38 TRIM5 TTC21A TTC38 TTYH3 TUBG1 TXNDC11 TYMP UBA7 UBE2L6 UBE2S UNC93B1 VAMP5 WARS1 XAF1 ZBP1 ZC3HAV1 ZFYVE26 ZNFX1 GIAROLA_SILVA_BLOOD_INFLUENZA_A_AGE_21_51YO_3DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GIAROLA_SILVA_BLOOD_INFLUENZA_A_AGE_21_51YO_3DY_UP IFNG TLR3 TLR4 TLR7 TLR9 GIAROLA_SILVA_BLOOD_PANDEMRIX_AGE_21_51YO_30DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GIAROLA_SILVA_BLOOD_PANDEMRIX_AGE_21_51YO_30DY_UP CCL5 CXCL8 CXCL9 IFNG TLR7 TLR9 GIAROLA_SILVA_BLOOD_PANDEMRIX_AGE_21_51YO_3DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GIAROLA_SILVA_BLOOD_PANDEMRIX_AGE_21_51YO_3DY_UP CCL5 CXCL8 CXCL9 TLR3 TLR7 HARALAMBIEVA_PBMC_DRYVAX_AGE_18_40YO_STIMULATED_VS_UNSTIMULATED_9_TO_34MO_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HARALAMBIEVA_PBMC_DRYVAX_AGE_18_40YO_STIMULATED_VS_UNSTIMULATED_9_TO_34MO_UP CCAR2 CD160 GARIN3 H4C5 HERC5 IFNA1 IKZF1 IKZF2 NEXN NFE2L3 NR4A2 POLR2C RSRC1 SOBP TNFRSF10D TNK2 XCL1 HARALAMBIEVA_PBMC_FLUARIX_AGE_50_74YO_CORR_WITH_28D_MEM_B_CELL_RESPONSE_AT_0DY_NEGATIVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HARALAMBIEVA_PBMC_FLUARIX_AGE_50_74YO_CORR_WITH_28D_MEM_B_CELL_RESPONSE_AT_0DY_NEGATIVE ABCB7 ABITRAM ACO2 ADAM17 ADGRA2 AHNAK2 AJAP1 ALDH2 ANAPC15 ANO10 ANO8 AOAH AP3B1 AP5B1 APOM APP ARF1 ARHGAP24 ARID3A ARL8A ASAH1 ASAP1 ASCC2 ATP11C ATP1B1 ATP6V0B ATP6V0C ATP6V1F AZU1 BACH1 BAHCC1 BCL2L2-PABPN1 BCL6 BLTP3A BLTP3B BMI1 BNIP2 BNIP3L BOP1 BRI3BP C19orf38 C2orf49 CADM4 CAMK1D CBX6 CCDC186 CCDC47 CCDC50 CCDC6 CCDC86 CCDC88A CCNYL1 CD300C CDA CDC40 CDC42EP1 CDK8 CDKN1A CEBPB CEBPD CEP170 CERS6 CHML CHPT1 CIDEB CIITA CLDN23 CLEC4C CLEC6A CLPB COA7 CREB5 CRISPLD2 CSDE1 CSNK1A1L CSNK1A1P1 CTAGE7P CUX2 CXCL8 CXXC5 DACH1 DCUN1D1 DENND1A DENND5A DERA DHX40 DNAJC11 DOCK4 DSG2 DTX2P1-UPK3BP1-PMS2P11 DYM DYSF EIF2AK2 EIF4E2 EIF4H ELOF1 EME2 ENPP2 ENSG00000272447 ENSG00000280852 EPHA2 EPHX1 ERC1 ERCC5 FAAH FAM151B FAM168A FCHSD2 FRRS1 FSCN1 FUT4 G0S2 GAB2 GALNS GANC GAS2L3 GAS7 GATAD1 GINM1 GLIS3 GLUD2 GMEB1 GMFB GNA11 GNA15 GNAQ GNL2 GOLIM4 GPATCH2L GPM6B GPR157 GRAMD1B GRIK5 GRINA GTF3C4 GUCY2D HINT3 HLA-DMA HLA-DMB HLA-DRA HNRNPH2 HSF1 HTR7P1 IDH3A IER2 IFT20 IGBP1P1 IL18 INCENP INO80B IRF8 ITPRID2 JAG1 JUN KAT5 KCNC3 KCNK17 KCNQ1 KCTD3 KHSRP KIAA1958 KIF13A KLF10 KLF4 KLF7 KLHL8 KPNA3 KRT23 KSR1 LDLRAD3 LENG9 LGALS8 LGR4 LILRA4 LIN7A LINC02908 LRG1 LRRC4 LRRC58 LRRC59 LRRK1 LTA4H LTB4R2 LYZ MACF1 MAML3 MAN2A1 MAP1LC3B2 MAP2K7 MAP3K21 MAP3K3 MAPK6 MAPK7 MAPRE1 MARVELD1 MBD6 MED13L MED25 MEF2A MEMO1 MICAL2 MID1IP1 MKNK2 MKRN9P MLX MLXIP MME MOB1A MOB3A MPP7 MROH1 MRPS22 MTMR14 MTX1 N4BP2 NAB1 NAB2 NATD1 NCF1 NCOR2 NEK6 NETO2 NEU3 NFIC NFIL3 NINJ1 NIPSNAP2 NKIRAS2 NPEPL1 NRIP1 NRP1 NRROS NUBP1 NUDT17 NUDT3 NUP58 OAF OCRL OGFRL1 OLIG1 OPN3 P2RY11 P3H2 PABPC1P2 PABPC3 PAK1IP1 PANK3 PANX2 PAPLN PCDHGC3 PEAK1 PELI2 PEMT PGAM2 PHKA2 PI4KA PI4KAP2 PIAS4 PIK3CB PIP5K1B PISD PJA2 PLAGL1 PLBD1 PLEK PLEKHM2 PLEKHM3 PLXDC2 PNPLA2 POM121 PPM1J PPP2R5B PPP4R2 PPTC7 PRKACG PRKAR2A PSMB7 PSMD3 PTENP1 PTGS2 PXDC1 PXK RAB11FIP2 RAB20 RAB5C RARA RASSF4 RDH14 REL RELB RFX2 RHEX RIC1 RIN3 RIPK2 RNASE2 RNASEK RNF130 RNF217 RNF24 RNF6 RNPEP ROGDI RPL7L1 RPS6KC1 RRAGC RREB1 RRM2B RSC1A1 RSRC1 S1PR3 SAMD1 SCAMP2 SCAMP5 SCARB1 SCML2 SCN9A SCPEP1 SCT SDCBP SDCCAG8 SERINC1 SERPINF1 SERTAD2 SETD7 SFT2D2 SGK3 SH3BP4 SHANK1 SIGLEC6 SLC12A6 SLC15A3 SLC16A5 SLC22A4 SLC2A9 SLC30A1 SLC36A4 SLC38A7 SLC9A7 SMAP2 SMARCB1 SMARCD3 SNX12 SNX2 SNX29 SOGA1 SPEN SPI1 SPOPL SPRED2 SRGAP2B SRRM2 ST20-AS1 ST6GALNAC3 STRN4 STS STX10 SULT1B1 SUMO1P3 SYK SYS1-DBNDD2 TBC1D12 TBC1D14 TBC1D9 TCF4 TECPR1 TET3 TFE3 TIFAB TLNRD1 TM9SF2 TMED7 TMED7-TICAM2 TMEM144 TMEM150B TMEM170B TMEM183A TMEM39B TMEM86A TMTC1 TMTC2 TNFRSF10B TNFRSF21 TOR1AIP1 TPCN1 TRAM2 TRIM8 TRIO TSNARE1 TSPAN16 TTC3P1 TTC7A TUBGCP3 TXNDC5 TYROBP UBE2MP1 UCHL3 UGCG UGGT2 USP6NL VEGFA VENTXP7 VIM VRK2 WASHC2A WASHC2C WBP11P1 WDFY4 WDR17 WLS XXYLT1 YBX3P1 YPEL2 ZBED3 ZDHHC7 ZFAND3 ZFAT ZFP36 ZFP91 ZFP91-CNTF ZFP92 ZMIZ1 ZNF281 ZNF385A ZNF426 ZNF487 ZNF496 ZNF503 ZNF511 ZNF689 ZNF697 ZNF703 ZNF768 ZNF791 ZNF844 HARALAMBIEVA_PBMC_FLUARIX_AGE_50_74YO_CORR_WITH_28D_MEM_B_CELL_RESPONSE_AT_0DY_POSITIVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HARALAMBIEVA_PBMC_FLUARIX_AGE_50_74YO_CORR_WITH_28D_MEM_B_CELL_RESPONSE_AT_0DY_POSITIVE AAGAB AARSD1 ABCC5 ACTR3B ACVR2A ADARB1 AFAP1-AS1 AGFG2 AIRE AKAP12 ALKBH3 AMZ2 ANAPC7 ANGPT2 AP2B1 AP5Z1 APOBEC3D APOBEC3F APOBEC3H APOL2 APTX ARFRP1 ARHGEF39 ARL6IP4 ARMH3 ASB1 ASTN2 ATAD3C ATAT1 ATG13 ATG5 ATP5F1D ATP5IF1 ATP5MG ATP5MK ATP6V0E2 ATPAF1 B3GAT3 BATF BAX BCL7C BDH2 BLCAP BRD7 BRWD1 BTBD6 BUB3 C11orf58 C11orf80 C14orf132 C19orf12 C1orf56 CAAP1 CACNA1C CACNB1 CACNB2 CAMTA1 CARD8 CCDC57 CCDC65 CCDC85B CCM2 CD27-AS1 CD2BP2 CD3D CD47 CD99 CDADC1 CDKN2A CDKN2B-AS1 CDRT4 CEP250 CERK CERS4 CERS5 CHMP4A CHMP6 CHN1 CIAO2B CLEC2D CLIC5 CNPY2 COG2 COMMD4 COMMD6 COMMD7 COMTD1 COPS9 COX14 COX6C CPNE7 CROT CRYBG2 CSMD3 CSTF3 CWF19L2 CXCR6 CYP20A1 CYTOR DCAF8 DGKZ DGUOK DHRS13 DIAPH1 DLG3 DNAJC19 DOK6 DUT EBAG9 EEF1D EIF5B ELAVL1 ENSA ERG28 ETFB ETV2 EVA1C EYA3 FAHD2B FAIM FAM219B FANK1 FAT2 FDXR FPGS FTSJ1 FTX FUT2 FXYD1 GALM GFER GLE1 GLG1 GNL1 GOLGA7B GPI GSDMD GTF2IRD2B GTF3C1 GTPBP8 GTSE1-DT GUK1 HCFC2 HCN2 HCST HDDC3 HDHD3 HENMT1 HIKESHI HINT1 HMOX2 HNRNPA3 HOXC4 HRH4 HSPBP1 HTT IFITM1 IGSF22 IL2RG IL32 ILRUN IMMP1L INPP5B INSIG2 IPO11 IPP IQCH ITGB1BP1 ITPRIPL1 JAKMIP1 JTB KATNAL1 KDM5A KIF3A KIFAP3 KLHDC4 KLHL35 KLRB1 KLRG1 KMT5B KPNA1 KRBOX5 KRT10-AS1 LACTB2-AS1 LAGE3 LBHD1 LCMT1 LIME1 LIN54 LINC00426 LINC00892 LINC01011 LINC02591 LOXL1 LOXL1-AS1 LRFN2 LRRC1 LRTOMT LTBP4 LY75 LYAR LYPLA2 LYSMD1 MADD MAF MAP4 MAPK11 MAPT MAVS MAX MBD3 MBP MCOLN3 MCRIP1 MDH1 MEAK7 MECR MED4 MEI1 METRN MFF MICOS10 MIF-AS1 MLH1 MLH3 MMAB MMP24 MOB2 MPRIP MRPL11 MRPL48 MRPL52 MRPL57 MRPS25 MRTO4 MTLN MUC6 MVD MVK MYL6 N6AMT1 NAA38 NAALADL1 NAP1L4 NAXE NDFIP2 NDUFA2 NDUFA4 NDUFA9 NDUFB11 NDUFB2 NDUFB9 NDUFC2 NECAB1 NEDD8 NEFL NEIL2 NENF NFATC3 NHSL2 NIFK-AS1 NOP14-AS1 NOTCH2NLA NSMCE1 NSUN5 NUDCD3 OPTN OSBPL3 OSER1-DT PAFAH2 PAPOLG PARP1 PBXIP1 PCED1B-AS1 PCID2 PCNX3 PCYT2 PDAP1 PDCD10 PDP2 PDZD11 PECR PEF1 PEX16 PGAP3 PHF19 PHKG2 PHTF2 PI16 PIGU PIN4 PKNOX1 PLAAT4 PLCD1 PMVK POLH POLR2F POLR3A POLR3GL PPIA PPIE PPP1R12B PPP2R5C PRMT2 PRR13 PRR5 PRR5L PRSS27 PSMB8 PSMC5 PSMD13 PSMD9 PSME1 PTGER2 PTPN7 PUM3 PYCR3 RAB22A RAB25 RAB29 RAI14 RANGAP1 RANGRF RBIS RBMX2 RCN2 RDH16 RECQL5 RETREG3 RFC4 RINL RNASEH2C RNF167 RNF187 RNF220 RNF8 RPA1 RPA3 RPL13A RPL14 RPL23A RPL27A RPL32 RPL37 RPL39 RPS19 RPS23 RPS27A RPS29 RPS6 RPS7 RUVBL1 RWDD1 SAMM50 SARS1 SCAMP3 SELENOH SELENOW SEMA4F SERF2 SERGEF SERPINI1 SETD4 SF3B3 SH2D1A SH2D2A SIGIRR SIRT5 SKP1 SLC25A12 SLC25A15 SLC25A26 SLC25A51 SLC39A8 SMAD4 SMIM27 SMIM29 SNAP47 SNF8 SNHG20 SNORD34 SNORD35A SNORD38A SNORD4A SNORD54 SNRPC SNRPE SNRPN SOD1 SP140 SPATA5 SPEF2 SPN SRI SRPRB SSNA1 ST6GALNAC6 STK24 STOM STX8 STXBP4 SYNJ2BP-COX16 SYNRG SYTL1 TADA3 TARBP2 TBC1D24 TBX19 TEDC2 TEX264 TGDS THAP3 THOC3 THYN1 TINF2 TLE5 TMEM106C TMEM14A TMEM161A TMEM171 TMEM178B TMEM191A TMEM222 TMEM50B TNFRSF4 TNNC1 TOMM5 TRADD TRAPPC2 TRAPPC4 TRAPPC6B TRIM2 TRIM65 TRNAU1AP TRPV2 TSPAN15 TSPAN5 TSPOAP1-AS1 TTC39C TTLL1 TXNL4A UBA52 UBAC2-AS1 UBE2D2 UBE2F UBE2L3 UBL5 UBL7-DT UFD1 UGGT1 UGP2 UNC13D UNC45B UNG UQCC6 UQCR10 UQCR11 UQCRB UQCRQ USP31 USP37 USP46 USP5 UTS2 VAPB VBP1 VPS4A VRK3 WDR4 WDR83OS YAF2 ZC3HC1 ZCRB1 ZDHHC13 ZFAND2B ZGPAT ZMYM5 ZNF133 ZNF233 ZNF428 ZNF530 ZNF585A ZNF621 ZNF670 ZNF674 ZNF688 ZNF701 ZNF738 ZNF763 ZNF780A ZNF780B ZNHIT6 HARALAMBIEVA_PBMC_FLUARIX_AGE_50_74YO_CORR_WITH_28D_MEM_B_CELL_RESPONSE_AT_28DY_LATE_GENE_EXPR_INDIVID_GENE_MODELS_PRED_PEAK_B_CELL_ELISPOT_RESP_NEGATIVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HARALAMBIEVA_PBMC_FLUARIX_AGE_50_74YO_CORR_WITH_28D_MEM_B_CELL_RESPONSE_AT_28DY_LATE_GENE_EXPR_INDIVID_GENE_MODELS_PRED_PEAK_B_CELL_ELISPOT_RESP_NEGATIVE A1BG CRB2 DAB2 IGSF10 NFE2L3 RAI1 SNORA3B SNORD102 SYNJ1 ZNF682 HARALAMBIEVA_PBMC_FLUARIX_AGE_50_74YO_CORR_WITH_28D_MEM_B_CELL_RESPONSE_AT_28DY_LATE_GENE_EXPR_INDIVID_GENE_MODELS_PRED_PEAK_B_CELL_ELISPOT_RESP_POSITIVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HARALAMBIEVA_PBMC_FLUARIX_AGE_50_74YO_CORR_WITH_28D_MEM_B_CELL_RESPONSE_AT_28DY_LATE_GENE_EXPR_INDIVID_GENE_MODELS_PRED_PEAK_B_CELL_ELISPOT_RESP_POSITIVE AJAP1 ANXA1 C1QC DSG2 IFNAR2 LRRC58 MKNK2 RASSF8 SCML2 SEZ6 SH3RF3 SIGLEC6 TIGD3 XPR1 ZC3H10 ZNF746 HARALAMBIEVA_PBMC_FLUARIX_AGE_50_74YO_CORR_WITH_28D_MEM_B_CELL_RESPONSE_AT_28DY_LEUK_MIGR_MAPK_ACT_CYTOK_SIG_DIAB_OF_THE_YNG_NEGATIVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HARALAMBIEVA_PBMC_FLUARIX_AGE_50_74YO_CORR_WITH_28D_MEM_B_CELL_RESPONSE_AT_28DY_LEUK_MIGR_MAPK_ACT_CYTOK_SIG_DIAB_OF_THE_YNG_NEGATIVE AIMP1 CCR2 CKLF COMMD7 DUOX1 HNF1A MAPK1 MAPK11 MAPK9 PAX6 ZNF675 HARALAMBIEVA_PBMC_FLUARIX_AGE_50_74YO_CORR_WITH_28D_MEM_B_CELL_RESPONSE_AT_28DY_LEUK_MIGR_MAPK_ACT_CYTOK_SIG_DIAB_OF_THE_YNG_POSITIVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HARALAMBIEVA_PBMC_FLUARIX_AGE_50_74YO_CORR_WITH_28D_MEM_B_CELL_RESPONSE_AT_28DY_LEUK_MIGR_MAPK_ACT_CYTOK_SIG_DIAB_OF_THE_YNG_POSITIVE BHLHA15 CD34 CXCL8 DOCK2 EREG HES1 IL10 MAPK12 MAPK14 MAPK7 PF4 SFTPD SOCS5 TGFB2 HARALAMBIEVA_PBMC_FLUARIX_AGE_50_74YO_CORR_WITH_28D_MEM_B_CELL_RESPONSE_AT_28DY_POSITIVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HARALAMBIEVA_PBMC_FLUARIX_AGE_50_74YO_CORR_WITH_28D_MEM_B_CELL_RESPONSE_AT_28DY_POSITIVE ABAT ABCA1 ABCA6 ABCD1 ABHD5 ABRAXAS2 ABTB2 ACAD9 ACBD3 ACO2 ACP5 ACSL1 ACSL4 ACTMAP ACVR1B ADAM17 ADAM9 ADAMTSL4 ADGRA2 ADGRE2 ADIPOR1 ADM ADRM1 ADSS1 AFF3 AHNAK2 AHR AIMP2 AKIRIN2 AKT1S1 ALAS1 ALDH1A1 ALDH2 ALDH3B1 ALDH3B2 ALOX5 ANGPT1 ANKLE1 ANKRD36BP1 ANO8 ANP32D ANXA1 AP1B1 AP2A1 AP3B1 AP5B1 APLP2 APOM APP ARF1 ARF4 ARG2 ARHGAP1 ARHGAP23 ARHGAP24 ARHGAP42 ARHGEF40 ARID3A ARL4A ARL5B ARL6IP1 ARL8A ARL8B ARRDC4 ARSG ASAH1 ASAP1 ATF3 ATF5 ATOSB ATOX1 ATP11A ATP1B1 ATP2A2 ATP5F1B ATP5F1C ATP6V0B ATP6V0C ATP6V1F ATPAF2 AZI2 AZU1 B3GNT5 B9D2 BACH1 BAG6 BAHCC1 BAK1 BAMBI BANK1 BASP1 BAZ2B BCAT1 BCL10 BCL2A1 BCL2L11 BCL2L2 BCL2L2-PABPN1 BCL3 BCL6 BHLHA15 BHLHE40 BHLHE41 BLTP3A BLTP3B BLVRB BMAL2 BMF BMP8B BNIP2 BNIP3L BOP1 BORCS8-MEF2B BPI BRI3BP BRWD3 BTBD3 BTK BZW1 C11orf24 C11orf96 C15orf39 C15orf48 C17orf107 C19orf38 C2orf49 C4orf46 C5AR1 C5AR2 C9orf72 CA5BP1 CADM4 CAPZA1 CARM1 CASP3 CASP9 CAT CAVIN3 CBFA2T3 CBX2 CBX6 CBX8 CCDC103 CCDC13 CCDC43 CCDC47 CCDC50 CCDC6 CCDC86 CCDC88A CCL20 CCNK CCNYL1 CCPG1 CCR1 CCRL2 CCSAP CD300E CD302 CD34 CD38 CD46 CD55 CD68 CD80 CD83 CD86 CDA CDC40 CDC42BPB CDC42EP1 CDC42EP2 CDC42EP4 CDC5L CDK14 CDKN1A CEACAM4 CEBPB CEBPD CENPW CEP170 CERS6 CERT1 CHKA CHML CHMP1B CHMP2B CHRAC1 CHRNE CHST15 CIDEB CIITA CKAP2 CKAP4 CKS2 CLDN23 CLEC12A CLEC4C CLEC4D CLEC4F CLIC4 CLIP2 CLMN CLN6 CLPB CLPTM1 CMIP CMTM6 CNIH4 CNNM4 CNTLN COA7 COBL COBLL1 COL24A1 COL9A2 COP1 COQ8A CORO1C CORO7-PAM16 COTL1 COX5B CPA3 CPEB4 CRACR2B CREB5 CRISPLD2 CRK CSF1R CSF2RB CSF3R CSGALNACT2 CSNK1A1L CST3 CTIF CTSZ CUEDC1 CUX2 CWC25 CXCL16 CXCL8 CXXC5 CYB5R4 CYBB CYC1 CYP51A1 CYRIA DACH1 DAPK1 DCTN4 DCUN1D1 DCUN1D3 DDO DDX21 DDX3X DDX49 DENND10 DENND1A DENND3 DENND5B DERA DHTKD1 DHX8 DIAPH2 DICER1 DIPK2A DLC1 DLX2 DNAJC11 DNAJC3 DNASE1L1 DNM2 DNMBP DOCK1 DOCK2 DOCK4 DOCK5 DOCK8-AS1 DOK3 DOT1L DPP3 DPPA4 DSC2 DSE DSG2 DUSP10 DUSP6 DVL3 DYM DYSF EAF1 ECHDC3 EEIG2 EFCAB11 EIF3A EIF3C EIF4A1 EIF4A3 EIF4E2 EIF4EBP1 EIF4EBP3 EIF4G2 EIF4H ELF1 ELF4 ELL ELL2 ELOF1 EMC6 EME2 EMP1 ENTPD7 EPB41L2 EPHA2 EPHX3 EPN1 ERCC5 EREG ERF ERG ESRRA ETF1 ETS2 EVI2B EXT1 F3 FAAP24 FAM110B FAM117B FAM124B FAM151B FAM222A FAM234A FAM43A FAM53C FAM91A1 FAM98B FBN1 FBXO30 FCAR FCGR2C FCGR3B FCHSD2 FCN1 FEM1A FEM1C FEZ2 FFAR2 FGD2 FGD6 FILIP1L FKBP9 FLII FNDC3B FOLR3 FOSB FOSL1 FOSL2 FOXO3 FPR2 FRAT1 FRMD4B FRRS1 FSCN1 FTH1 FTL G0S2 GAB1 GAB2 GABARAPL1 GABARAPL3 GALNT2 GALNT3 GALR2 GANC GAPDH GAS2L3 GAS6 GAS7 GASK1B GBGT1 GEM GEN1 GGN GINM1 GJB2 GLA GLTPD2 GLUL GMEB1 GMFB GNA11 GNA15 GNAI2 GNAQ GNB4 GNG5 GNL2 GOLIM4 GPER1 GPM6B GPR141 GPR18 GPR27 GPR84 GPRC5A GPX3 GRAMD1B GRAMD4 GRINA GRK3 GRN GSTP1 GTF2B GUCD1 GUCY2D GUSB GZF1 H3-5 HAAO HAL HBEGF HBP1 HCAR2 HCAR3 HDAC6 HDC HERPUD1 HES1 HES4 HEYL HIC1 HIC2 HIF1A HINT3 HIP1 HLA-DMA HLA-DMB HLA-DRA HLA-DRB1 HLA-DRB5 HLX HMGCR HMGCS1 HMGXB4 HMOX1 HNRNPAB HNRNPH2 HRH2 HS6ST1 HSP90AA4P HSPA13 HSPA4 HSPG2 HYCC1 ICAM1 ICOSLG ID1 ID2 ID2B IDH3A IDI1 IER2 IER3 IER5 IFI30 IFIT2 IFNGR1 IFNGR2 IFT20 IGF2BP2 IGF2BP3 IGSF6 IKBKG IL17RC IL1B IL1R1 IL1RAP IL6 IMPA2 INCENP ING3 INKA2 INO80B INSR IPMK IQGAP2 IQSEC1 IQSEC2 IRAG2 IRF4 IRF8 IRS2 ISG20L2 ITFG1 ITGA9 ITGAX ITPRID2 ITPRIP ITPRIPL2 JADE3 JAG1 JAK2 JARID2 JDP2 JMJD1C JUN JUND KANK2 KAT5 KATNIP KBTBD7 KBTBD8 KCNA5 KCNC3 KCNJ15 KCNJ2 KCNJ2-AS1 KCNQ1 KCTD3 KCTD5 KDM4B KDM6B KHSRP KIAA0513 KIAA1522 KIF13A KIF5B KLF10 KLF2 KLF4 KLF6 KLHL15 KLHL2 KLHL8 KLK1 KPNA2 KPNA3 KREMEN1 KRT23 KSR1 KYNU LACTB LAMB3 LASP1 LATS2 LDHD LDLR LDLRAD3 LENG9 LGALS8 LGR4 LHFPL2 LILRA1 LILRA4 LILRB1 LILRB4 LIN7A LINC02908 LIPN LONRF1 LOXL3 LPCAT3 LRG1 LRRC4 LRRC58 LRRC59 LRRK1 LRRK2 LTB4R2 LY86 LYN LYNX1 LYSMD3 LYST LYZ MACC1 MAFB MAFG MAFK MAML3 MAN1A1 MAN2B1 MAP1LC3B2 MAP2K3 MAP2K7 MAP3K11 MAP3K2 MAP3K20 MAP3K20-AS1 MAP3K3 MAP3K8 MAPK12 MAPK6 MAPK7 MAPK8 MAPRE1 MAPRE3 MARVELD1 MAT2A MBTPS2 MCL1 MCM5 MCTP1 MCU MDM2 MED12L MED13L MED14 MED25 MED26 MED29 MEF2A MEF2C MERTK METRNL MEX3B MFAP1 MFAP3 MFAP4 MFSD2A MGRN1 MICAL2 MID1IP1 MIDEAS MIDN MIER2 MILR1 MIR23A MIR24-2 MIR27A MIR3064 MIR650 MIS18BP1 MITF MKNK2 MKRN9P MLX MME MMP9 MNT MOB1A MOB3A MON1B MPEG1 MPO MPP7 MPV17L2 MROH1 MRPS17 MRPS22 MS4A14 MTHFD2 MTMR10 MTMR14 MTMR3 MTMR6 MTREX MTX1 MUL1 MXD1 MYADM MYD88 MYO1E MYO1F MYO5A MYO9B NAB1 NAB2 NADK NADSYN1 NAMPT NANS NAT1 NAT8L NATD1 NBPF10 NCF1 NCF1C NCF2 NCF4 NCKAP1L NCOA4 NCOR2 NDEL1 NDST1 NEDD9 NETO2 NFE2L2 NFIC NFIL3 NFKBIA NFKBIB NFKBID NFKBIE NFKBIZ NHLRC3 NHS NINJ1 NIPAL2 NIPSNAP2 NKIRAS2 NLRP3 NOCT NOTCH3 NPEPL1 NPR3 NR1H2 NR4A1 NR4A2 NR4A3 NR6A1 NRARP NRAS NRBF2 NRIP1 NRP1 NRROS NSUN7 NT5DC2 NUBP1 NUDT17 NUDT3 NUMB NUP58 OAF OASL OAT OCRL ODF3B ODF3L1 OGFRL1 OLIG1 OLR1 OPN3 OR2B11 OSGIN1 OSGIN2 OSM OSR2 OTUD1 OXER1 P2RX1 P2RX7 P2RY1 P2RY11 P2RY13 P3H2 PAK1IP1 PAK4 PALD1 PANX2 PCCA PCDHGC3 PDLIM7 PEAK1 PELI1 PELI2 PFKFB2 PFKFB3 PGAM2 PGD PGM5 PHACTR1 PHAF1 PHLDA2 PI4K2A PIAS4 PICALM PIGS PIK3CG PIK3R5 PILRA PIM3 PIP5K1B PISD PJA2 PLAGL1 PLAGL2 PLAUR PLBD1 PLCG2 PLD2 PLD4 PLEK PLEKHM1 PLEKHM2 PLEKHO2 PLK2 PLPP3 PLPPR2 PLVAP PLXDC2 PLXNC1 PLXND1 PMAIP1 PNO1 PNOC PNPLA1 PNPLA2 PNPLA8 POU2F2 PPIF PPIP5K2 PPM1J PPM1L PPP1R15A PPP1R15B PPP2CA PPP2R5B PRC1 PRICKLE4 PRKACA PRKACG PRLR PRMT3 PROSER1 PRXL2C PSMB7 PSMD11 PSMD3 PTGES PTGS2 PTP4A1 PTPRE PTPRS PTTG1IP PTX3 PXDC1 PXK PYCARD QTRT2 RAB11FIP1 RAB18 RAB1A RAB20 RAB21 RAB35 RAB39A RAB5A RAB5C RAB8A RABGEF1 RAD23B RAD51AP1 RAD9B RAF1 RAP2C RAPGEF2 RARA RASD1 RASGEF1B RASGRP4 RASL10A RASL11A RASSF8 RB1CC1 RBBP8 RBM47 RCOR1 RDX REEP4 REL RELB RELT RFX1 RGS2 RGS7 RHBDF2 RHEX RHOB RHOQ RIC1 RILPL2 RIN3 RIOK3 RIPK2 RIPOR1 RIT1 RMND5A RNASE6 RNASEK RNASET2 RNF122 RNF13 RNF130 RNF24 ROCK1 RP2 RPH3A RPL7L1 RPP21 RPS6KC1 RRAGC RRBP1 RREB1 RRM2B RRP12 RSC1A1 RSRC1 RTL8C RUSC2 RYBP S100Z S1PR3 SAMD4B SAP130 SAP30 SAPCD2 SAT1 SBF2 SCAMP2 SCAMP4 SCAMP5 SCARB1 SCARB2 SCARF1 SCIMP SCN9A SCPEP1 SCRN1 SDCBP SEC14L1 SEL1L SEMA4A SEMA6B SEMA7A SERINC1 SERPINB1 SERPINB2 SERPINB8 SERPINB9 SERPINE1 SERPINF1 SESN2 SESTD1 SETD7 SFPQ SFT2D2 SFXN3 SGK1 SGK3 SGMS2 SH2B2 SH3BP4 SH3PXD2B SH3RF1 SHANK1 SHD SHKBP1 SIDT2 SIGLEC10 SIGLEC14 SIGLEC15 SIGLEC6 SIK1 SIN3B SIPA1L1 SIPA1L2 SIPA1L3 SIRPB2 SIRT1 SKAP2 SKIL SLC12A3 SLC12A6 SLC15A3 SLC16A5 SLC17A9 SLC19A1 SLC19A2 SLC1A5 SLC22A18 SLC22A18AS SLC22A4 SLC25A34 SLC25A37 SLC29A1 SLC2A3 SLC2A6 SLC30A1 SLC30A9 SLC31A1 SLC31A2 SLC35B1 SLC35E3 SLC35E4 SLC36A1 SLC36A4 SLC38A7 SLC38A9 SLC39A9 SLC43A2 SLC49A3 SLC49A4 SLC6A6 SLC7A11 SLC7A5 SLC8A1 SLC9A7 SLX4 SMAD1 SMARCB1 SMARCD3 SMCO4 SMPD3 SMTN SNAI1 SNIP1 SNX10 SNX12 SNX13 SNX2 SNX29 SOAT1 SOCS4 SOD2 SOGA1 SOWAHC SOX15 SOX4 SOX5 SPATA2L SPHK1 SPI1 SPIB SPOPL SPRTN SPRY2 SPTY2D1 SQSTM1 SRC SRGAP2B SRGN SRSF9 SSPN SSPOP ST14 ST20-AS1 ST6GALNAC2 STEAP3 STK17B STK32B STRN4 STS STX10 STX11 STX12 STX16-NPEPL1 SULF2 SUSD6 SWAP70 SYK SYS1-DBNDD2 SYT1 TAF13 TAS1R3 TASL TBC1D12 TBC1D2 TBC1D23 TBC1D8 TBC1D9 TBC1D9B TBXAS1 TCF4 TDG TEKTIP1 TENT5A TENT5B TESK2 TET2 TET3 TFE3 TFEC TFIP11 TGFBI TGIF1 THAP9 THBD THEMIS2 THG1L TIAM2 TICAM1 TICAM2 TIFAB TIGD3 TIMP2 TKT TLE3 TLNRD1 TLR1 TLR4 TLR6 TLR9 TM9SF2 TMED7 TMED7-TICAM2 TMEM104 TMEM127 TMEM144 TMEM150B TMEM154 TMEM167A TMEM167B TMEM170B TMEM175 TMEM255B TMEM38A TMEM39A TMEM39B TMEM52B TMEM86A TMEM88 TMTC2 TNFAIP2 TNFAIP6 TNFRSF10B TNFRSF10C TNFRSF12A TNFRSF13C TNFRSF1B TNFRSF21 TNFSF12-TNFSF13 TNFSF13 TNFSF15 TNRC18 TNS3 TOP1 TOR1AIP1 TP53INP2 TPK1 TRAF7 TRAK1 TRAM2 TREM1 TREML4 TRIB1 TRIM26 TRIM8 TRIO TRIP12 TSC22D2 TSG101 TSPAN13 TSPYL5 TTC4 TTC7A TTLL4 TTYH3 TUBB3 TUBB4B TUBB6 TUBGCP2 TUBGCP3 TXNDC16 TXNDC5 TXNRD1 TYROBP UAP1L1 UBALD1 UBC UBE2D1 UBE2E2 UBE2J1 UBE2W UCHL3 UGCG UGGT2 ULK1 UNC93B1 USP16 USP3 USP32 USP38 USP6NL USP8 UVSSA VAMP3 VAV2 VEGFA VIM VMP1 VNN1 VNN3P VPS25 VPS26A VPS37C VRK2 VSIG10L WARS1 WASF1 WASHC2A WASHC2C WDFY4 WDR17 WDR45B WDR47 WIPI1 XXYLT1 YBX3 YIF1A YJU2 YPEL2 YPEL5 YTHDF3 YWHAE YWHAG ZBTB21 ZBTB33 ZBTB34 ZBTB43 ZBTB7A ZC3H12A ZC3H12C ZDHHC7 ZFAND3 ZFAND5 ZFAT ZFHX3 ZFP36 ZFP92 ZFR ZFTA ZMIZ1 ZMYND15 ZNF100 ZNF124 ZNF184 ZNF267 ZNF281 ZNF330 ZNF385A ZNF426 ZNF503 ZNF503-AS2 ZNF516 ZNF521 ZNF532 ZNF593 ZNF594-DT ZNF614 ZNF689 ZNF697 ZNF703 ZNF710 ZNF746 ZNF768 ZNF791 ZNF844 HARALAMBIEVA_PBMC_FLUARIX_AGE_50_74YO_CORR_WITH_28D_MEM_B_CELL_RESPONSE_AT_3DY_NEGATIVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HARALAMBIEVA_PBMC_FLUARIX_AGE_50_74YO_CORR_WITH_28D_MEM_B_CELL_RESPONSE_AT_3DY_NEGATIVE AAGAB ABCC5 ABRACL ACBD4 ACTL10 ACTR10 ACTR6 ADAL AFAP1-AS1 AGFG2 AGL AHSA1 AKAP12 AKTIP ALDH5A1 ALDH9A1 ALG6 AMACR ANAPC7 ANGEL2 ANGPT2 ANXA2R-OT1 AOPEP AP2A2 AP2B1 APC2 APEH API5 APOBEC3D APOBEC3F APOBEC3H ARFRP1 ARHGAP30 ARHGEF19 ARHGEF4 ARL17A ARMC7 ASB1 ASB2 ASTN2 ATAT1 ATG10 ATP5F1D ATP5F1EP2 ATP5IF1 ATP5MC2 ATP5MK ATPAF1 ATRIP B3GNT2 BCAP31 BDH2 BLCAP BMS1 BOD1 BOLA3 BORCS5 BPNT1 BTBD10 BUB3 BUD13 C11orf68 C14orf132 C17orf100 C17orf75 C18orf54 C19orf25 C1orf216 C1orf56 C21orf62-AS1 C22orf39 C2orf74-DT C4orf3 C9orf43 CAAP1 CABIN1 CACNA1C CARD8 CBR4 CBX3 CCDC167 CCDC34 CCDC61 CCDC81 CCM2 CCT4 CD2BP2 CDADC1 CDK4 CDKL3 CDPF1 CDRT4 CEMP1 CEP250 CEP44 CEP89 CERK CERS5 CHMP4A CHMP6 CHRNB1 CIPC CISD1 CLHC1 CLIC5 CLNS1A CLYBL CMBL CNPY2 CNPY4 COA5 COA8 COG6 COMMD6 COPS4 COPS5 COPZ1 COQ4 COX15 CPNE1 CPNE7 CRTC1 CSTF3 CTU1 CWF19L2 CXCR6 CYB561D1 CYB5B CYP20A1 DBT DCAF8 DCP2 DCTN5 DCTPP1 DDB1 DGUOK DHDDS DHRS13 DIAPH1 DLGAP4 DMAC1 DNAJC19 DNAJC24 DNAJC8 DNAL4 DOCK7 DTYMK DUSP19 DUT EARS2 EEF1AKMT3 EEF2KMT EIF2B3 EIF2B4 EIF2S2 EIF5B EIPR1 ELAC1 ELAVL1 ENTPD3-AS1 ERG28 ERP29 EXOSC7 EYA3 FAHD2B FAIM FARSB FAT2 FBLN5 FBXO22 FBXW2 FCF1 FCRLB FDFT1 FDXR FKBP3 FKBP4 FLAD1 FLVCR1-DT FOCAD FRA10AC1 FUT2 GATD3 GFOD2 GGPS1 GIMAP1 GIMAP1-GIMAP5 GIN1 GLE1 GLG1 GNL1 GNPNAT1 GOLGA7B GOSR2 GOT1 GOT2 GPATCH4 GPD1L GTF3C1 GTPBP10 HCFC2 HCST HDDC3 HDHD3 HENMT1 HHLA3 HIF1AN HIKESHI HIRIP3 HLTF HMGCL HMOX2 HNF1A HNRNPA3 HNRNPU HOXB2 HSPA1L HSPBP1 HTRA2 HTT ICE2 IFT27 IGFBP4 IGSF8 IL16 ING4 INPP5B INSIG2 INTS13 ITGB1BP1 JMJD4 JPT2 JRK KBTBD3 KCTD7 KDM5A KIF3A KIFAP3 KLHDC3 KLHL22 KLHL9 KLRG1 KMT5B KRBOX5 KRIT1 KRT1 KRT10-AS1 KYAT1 L3MBTL2 LAGE3 LBHD1 LCMT1 LEO1 LINC00324 LINC01011 LMAN2 LMAN2L LRP11 LRPPRC LRRC45 LRTOMT LSM2 LSM4 LSM5 LYAR LYPLA2 LYRM7 LYSMD1 LYSMD2 MACROH2A2 MADD MAEA MAF MAGOHB MAP4 MAP7D3 MAPT MAVS MBP MCRIP1 MCTS1 MDH1 MDM1 MDP1 MED22 MED4 MESD METTL23 METTL2A METTL6 MFF MICOS10 MIEF2 MIPEP MKS1 MLH1 MLH3 MMAB MOB2 MPPED2 MRC2 MROH7-TTC4 MRPL19 MRPL30 MRPL35 MRPL48 MRPL51 MRPL57 MRPS12 MRPS14 MRPS16 MRPS18B MRPS25 MRPS33 MRPS5 MRPS7 MRPS9 MTHFSD MTLN MTRES1 MVK MYL6 MYO18A N6AMT1 NAA38 NAALADL1 NAP1L4 NAPEPLD NBAS NCBP1 NDFIP2 NDUFA2 NDUFA6 NDUFB2 NDUFS2 NDUFS5 NEDD8 NEIL2 NFATC1 NFATC3 NFS1 NFU1 NHLRC4 NIF3L1 NME7 NMRAL1 NOM1 NOP14-AS1 NPDC1 NSMCE1 NTHL1 NUDCD3 OGFOD3 ORMDL2 OSGEP OXSM PAAF1 PABIR1 PAGR1 PAQR8 PARG PARP1 PCID2 PCNX3 PCYT2 PDCD10 PDCD11 PDK2 PDLIM2 PDP2 PDZD11 PEF1 PFDN5 PFKL PGAP3 PHB1 PHF19 PHF20 PHTF2 PIGP PIGU PIN4 PKNOX1 PLEKHH1 PMVK POLH POLR3K POT1 PPA2 PPIE PPIP5K1 PPP1R12B PPP2R1A PPP2R5C PPP2R5D PREPL PRKRIP1 PRMT2 PRPSAP2 PRR13 PRR5 PSMC6 PSMD13 PSMD4 PSME3IP1 PSMG3-AS1 PTGES3 PTPRN2 PURA PWWP2A PXMP4 PYGO2 PYM1 QDPR RAB22A RABEPK RAD51C RAI14 RALA RANGAP1 RANGRF RBIS RBM14 RBM4B RBMX2 RDH16 RECQL5 RER1 RETREG3 RFC4 RFESD RFPL2 RFT1 RIC8B RINL RIOX2 RNASEH2B RNASEH2C RNF14 RNF167 RNF220 RNF25 RNF32-DT RNF8 RPA1 RPA2 RPL15 RPL23A RPL32 RPL39 RPL39L RPS24 RRP1 RTCA RTN4RL1 RTP5 S1PR4 SAP30L SARNP SARS1 SAYSD1 SCAMP3 SCAND2P SCAP SCOC SDAD1 SEM1 SEMA4F SEMA4G SERF2 SERGEF SETD4 SETDB2 SF3A3 SF3B3 SHF SIRT4 SIRT5 SKA2 SLC30A7 SLC39A8 SLF2 SMARCC2 SMIM20 SMIM29 SNORD34 SNORD36C SNORD50B SNRPC SNRPD3 SNU13 SNUPN SNX5 SPAG16 SPEF2 SPN SPOP SPRN SPRYD3 SPSB2 SRI SRPRB SRSF1 ST20 ST7L ST8SIA1 STAT5A STBD1 STRADA SUCLG1 SUGT1 SURF4 SV2A SYNRG SYTL2 TADA3 TAF1 TAF15 TAFA1 TBC1D24 TBCD TDRKH TEX264 TFB1M TGDS THAP3 THOC3 THOC7 THYN1 TIGD7 TINF2 TIPRL TLN2 TMA16 TMCO1 TMEM107 TMEM120B TMEM186 TMEM203 TMEM216 TMEM248 TMEM258 TMEM50B TMEM67 TMEM79 TMX2 TNFAIP8L1 TNNC1 TOMM5 TPRG1 TRAPPC2 TRAPPC4 TRAPPC6B TRIM2 TRIM65 TRIP4 TRNAU1AP TRPV2 TTC1 TTC9 TTLL1 UBAC2 UBAC2-AS1 UBE2D2 UBE2I UBE2L3 UBE2Q2 UBL5 UGGT1 UGP2 UNC13D UNC45B UNG UPF3B UQCR10 UQCR11 UQCRB USP37 USP40 USP5 VAPB VBP1 VEZT VPS72 VRK3 WDR35 WDR77 WDR83OS XPO1 YAF2 YY1AP1 ZC3H12A-DT ZC3H6 ZDHHC13 ZFP14 ZFP2 ZFP62 ZFR2 ZFTRAF1 ZMAT2 ZMYM5 ZNF12 ZNF197 ZNF226 ZNF232 ZNF233 ZNF260 ZNF28 ZNF302 ZNF320 ZNF404 ZNF445 ZNF48 ZNF480 ZNF500 ZNF506 ZNF527 ZNF559 ZNF568 ZNF584 ZNF585A ZNF610 ZNF619 ZNF621 ZNF626 ZNF674 ZNF696 ZNF701 ZNF737 ZNF738 ZNF75D ZNF763 ZNF780A ZNF780B ZNF84 ZNF850 ZNHIT6 ZSWIM7 HARALAMBIEVA_PBMC_FLUARIX_AGE_50_74YO_CORR_WITH_28D_MEM_B_CELL_RESPONSE_AT_3DY_POSITIVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HARALAMBIEVA_PBMC_FLUARIX_AGE_50_74YO_CORR_WITH_28D_MEM_B_CELL_RESPONSE_AT_3DY_POSITIVE ABRAXAS2 ACO2 ACSL1 ADAM17 ADM AHR ANAPC15 ANO8 AP3B1 AP5B1 APP ARF1 ARL15 ARL5B ARL8A ARSG ASAP1 ASTL ATP11C ATP2A2 ATP6V0C BCL2L2-PABPN1 BCL3 BCL6 BHLHE40 BLTP3B BMAL2 BNIP2 BOP1 BPI C11orf96 C17orf107 C2orf49 C2orf69 CARD19 CBX6 CCDC186 CCDC6 CCDC69 CCDC86 CCNK CDC40 CDK14 CDK8 CDKN1A CEBPB CERS6 CHPT1 CHRM4 CIC CIITA COIL CSGALNACT2 CWC25 CXXC5 CYC1 DCTN4 DCUN1D1 DDX21 DDX3X DHX8 DIP2B DNAJC11 DUSP10 DYM EAF1 EGR1 EIF2AK2 EIF3A EIF3C EIF4H ELF1 EMC6 EME2 ENSG00000272447 EPS15L1 ETS2 ETV3 EXT1 FAF2 FAM117B FAM53C FCHSD2 FEM1A FEM1C FNDC3B FOSL1 FOSL2 FOXN3 FOXO4 FRMD8P1 G0S2 GALNS GANC GEM GGN GINM1 GLUD2 GMEB1 GMFB GNA11 GNA12 GNAQ GPM6B GPR84 GRAMD1B GRIK5 GRPEL1 GTF3C4 GUCD1 H2AC25 H3-5 HBEGF HBP1 HIC2 HIF1A HINT3 HOXA5 HSF1 HSPA13 ICAM1 ICOSLG ID2 ID2B IDI2-AS1 IER2 IER3 IKBKG IKZF5 IL1A IL1B IL1RAP IL6 INCENP INO80B IRAK1 IRF4 IRS2 ISG20L2 ITPRIP JARID2 JMJD1C KAT5 KCNC3 KCNQ1 KCTD3 KDM6A KHSRP KIAA1958 KLF10 KLF4 KLF5 KLF7 KLHL15 KPNA2 KPNA3 KREMEN1 KRR1 KSR1 LCOR LGALS8 LMTK2 LRRC4 LRRC59 LRRK1 MAP1LC3B2 MAP2 MAP3K3 MAPK6 MAPK7 MAPK8 MAPRE1 MED13L MED21 MED26 MEMO1 METTL14 MEX3B MFSD14A MICAL2 MIDN MIER3 MKRN9P MLX MLXIP MOB1A MROH1 MRPS22 MTM1 MUL1 MYLIP NAB1 NATD1 NBPF10 NBPF9 NCF1C NFIC NFIL3 NFKBIA NFKBID NFKBIZ NIPAL2 NOCT NPEPL1 NR4A3 NRIP1 NRROS NUBP1 NUDT3 OLR1 OPN3 PANK3 PCDHGC3 PDZD8 PELI1 PELI2 PER1 PFKFB3 PGAM2 PGK2 PHLDA2 PIM3 PIP5K1C PJA2 PLEKHM2 PLEKHM3 PNO1 PNPLA2 PNPLA8 POLR1F POLR2M POM121 PPM1L PPP1R15A PPP1R15B PPP1R2B PPP2R5E PPP4R1L PPP4R2 PPTC7 PRKCE PRXL2C PSMB7 PTP4A1 PXDC1 PXK QTRT2 RAB11FIP2 RAB30 RAB33B RAB5C RAF1 RASGEF1B REL RGS7 RIPK2 RPL7L1 RREB1 RSRC1 SAPCD2 SCML1 SEC24B SENP2 SERINC1 SERTAD2 SFT2D2 SHANK1 SIK1 SIPA1L3 SIRT1 SKIL SLC25A30 SLC25A34 SLC2A3 SLC38A7 SLC7A5 SLC9A7 SLK SMARCB1 SMPD4 SMURF1 SNAI1 SNIP1 SNTB1 SNX12 SNX13 SNX29 SOCS1 SOCS3 SOCS4 SPTY2D1 SRGAP2B SRRD STARD4 STK17B STRN4 STX10 SULT1B1 SYNE3 TAF13 TBC1D14 TBC1D9B TESK2 TGFBRAP1 TMED7 TMED7-TICAM2 TMEM167B TMEM183A TMEM199 TMEM38A TNFAIP3 TNFAIP6 TNFRSF10B TNFRSF12A TNFRSF13C TNFRSF21 TOR1AIP1 TRAM1L1 TREML4 TSC22D2 TSNARE1 TWF1 TXNDC5 UAP1L1 UGCG USP3 USP38 USP6NL UVRAG UVSSA VEGFA VRK2 VTI1A VTI1B WASHC2A WASHC2C XXYLT1 YJU2 YPEL2 YTHDF3 ZBED4 ZBTB10 ZBTB21 ZBTB43 ZC3H12A ZCCHC2 ZDHHC20 ZFAT ZFP36 ZFP91 ZFP91-CNTF ZFP92 ZFR ZNF124 ZNF184 ZNF281 ZNF304 ZNF324 ZNF487 ZNF496 ZNF511 ZNF551 ZNF614 ZNF689 ZNF791 ZNF844 ZNF93 ZNG1B HARALAMBIEVA_PBMC_M_M_R_II_AGE_11_22YO_VACCINATED_VS_UNVACCINATED_7YR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HARALAMBIEVA_PBMC_M_M_R_II_AGE_11_22YO_VACCINATED_VS_UNVACCINATED_7YR_DN A2M A2M-AS1 AATK ABCC3 ABCC5 ABHD2 ACADVL ACOT11 ACP3 ACP5 ADAM12 ADAM15 ADAM22 ADAMTS10 ADAMTS7 ADGRA2 ADI1 ADK ADORA2B ADORA3 AGAP1 AHNAK AIF1 AKR7A2 ALDH1A1 ALDH2 ALDH3A2 ALDH7A1 ALK ALOX5 ALPK2 AMPD2 ANGPT1 ANKRD18A ANKRD34A ANOS1 ANTXRL ANXA9 AOC1 AP1S2 AP2S1 APBA1 APBB1IP APLP2 APMAP APOC1 APOE AQP3 ARAP3 ARHGAP18 ARHGAP20 ARHGAP4 ARHGAP6 ARHGDIB ARHGEF4 ARPIN ARRB1 ARRB2 ARRDC2 ASB13 ASGR1 ASIC1 ASRGL1 ATP2B1 ATP5PB ATP6AP2 ATP6V0A1 ATP6V0D2 ATP9A ATPSCKMT AVPR2 BAIAP2-DT BHLHE41 BLVRB BMF BMP2 BNC2 BRI3BP BST1 C10orf55 C11orf21 C12orf57 C14orf132 C16orf74 C19orf84 C1QA C1QC C1orf162 CACHD1 CACNA1D CACNA2D4 CALM2 CALU CAMK1 CARD9 CASS4 CAT CATSPER1 CBX7 CCDC149 CCDC170 CCDC68 CCDC9B CCL22 CCL24 CCN3 CCR2 CD101 CD14 CD163L1 CD1C CD207 CD209 CD27 CD300C CD300LB CD300LF CD33 CD36 CD4 CD40LG CD52 CD9 CD93 CDA CDHR1 CDHR2 CDR2L CEACAM19 CEACAM3 CEBPA CEBPA-DT CELSR1 CENPK CERK CFAP44 CHI3L1 CHL1 CHN2 CHST13 CLCN4 CLCN5 CLDN7 CLEC10A CLEC11A CLEC4A CLEC5A CLEC7A CLMN CMTM4 CNN2 CNRIP1 COL18A1 COL19A1 COL23A1 COL6A3 COLEC12 COLGALT1 COTL1 CPAMD8 CPM CPNE9 CPVL CR1 CREB5 CREBL2 CRIP3 CRISPLD2 CRTAP CRYL1 CSF1R CSTA CTDSPL CTNNBIP1 CTSA CTSF CTTNBP2 CXCL1 CXCL5 CXCL6 CYBB CYBRD1 CYFIP1 CYP1B1 CYP1B1-AS1 CYP27A1 DAB2 DAD1 DBH DBNL DBP DCANP1 DEF8 DEPDC7 DEPTOR DHRS9 DLEU7 DLG4 DNAAF11 DNAJB13 DNER DNM1 DOC2A DOCK3 DOK2 DPCD DPEP2 DPEP3 DPYD DSC1 DSC2 DSCAML1 DSG2 DTNA DTX1 DYNC2H1 EDNRB EEF2K EIF3F EIF3L EIF4B EIF4EBP1 ENSG00000255240 ENSG00000284954 EPB41L1 EPHB3 EPHX4 EPPK1 EPS8 EPX ERBB3 ERP27 ESCO2 ESYT1 EVI2B F13A1 FABP3 FADS1 FAH FAM110C FAM13A FAM153A FAM171B FAM210B FAT4 FAXDC2 FBP1 FCER1A FCER2 FCGR1A FCGR2A FCGR2B FCGR2C FCGRT FCN1 FCRL6 FCRLB FES FFAR4 FGD4 FGF9 FGFBP2 FKBP1A FN1 FNDC10 FOLR2 FOLR3 FOS FOXRED2 FPR1 FRMD4B FTCDNL1 FUCA1 FXYD7 GAPT GAS1 GAS2L3 GAS7 GASK1B GATM GCOM1 GDPD3 GFRA2 GGTA1 GIPC3 GLB1L GLIPR1 GNAQ GNB3 GP1BA GPAT3 GPC4 GPNMB GPR34 GPR82 GPRASP2 GPRC5B GPX3 GRAMD4 GSN GSTA4 GSTM2 GUCY2C GZMA HAAO HAL HAMP HCST HEXA-AS1 HGF HHEX HIP1 HLA-DMA HLA-DMB HLF HNMT HOPX HRH2 HSD11B1 HSD17B4 HSPA7 HTR3A HTR7 HTRA1 ICAM4 ICAM5 IER5L IFNGR1 IGSF22 IL16 IL18BP IL1A IL1R1 IMPA2 INSR IQCD IQCK ITFG2-AS1 ITGA11 ITGAM ITGB2 ITGB2-AS1 ITGB5 JAML KANK2 KCNAB2 KCNC3 KCNJ15 KCNJ5 KCNJ5-AS1 KCNMB4 KCNQ1 KCTD15 KIAA0930 KIF5A KISS1R KLF2 KLF3-AS1 KLF7 KLHL14 KLHL3 KLHL41 KLRB1 KRT1 KRT72 KRT73 LAMB3 LAT2 LDHD LDLRAD3 LDLRAP1 LEP LGALS3 LGR4 LGR6 LILRA1 LILRA2 LILRB5 LIM2 LIME1 LINC00304 LINC00622 LINC00926 LINC01094 LINC01281 LINC01547 LINC01963 LINC02035 LINC02908 LINC03033 LINGO3 LIPA LOXL3 LPL LRMDA LRP1 LRP3 LRP5 LRRC25 LRRC70 LST1 LTA4H LTBP2 LY86 LY96 LYZ M1AP MACROH2A1 MAML3 MAN2B1 MARVELD1 MATK MCEMP1 ME1 METTL7A MGAM MGST2 MICAL2 MINDY1 MIR4712 MIR548AN MLEC MMP28 MMP7 MMP9 MMRN1 MPEG1 MPZL2 MRC1 MRC2 MROH6 MS4A6A MYCL MYO7A NAIP NAT8L NCEH1 NEFL NEFM NEK6 NEXMIF NFAM1 NFIA NFXL1 NHS NHSL1-AS1 NHSL2 NINJ2 NLRC4 NLRP1 NLRP12 NMUR1 NOG NOTCH3 NOXA1 NRCAM NRG1 NRGN NT5DC2 NTN4 NUDT6 OLFM1 OLFM2 OPLAH OPRL1 OTOA OXER1 OXNAD1 P2RY13 P2RY2 PADI2 PALD1 PAPSS2 PARM1 PC PCDH1 PCSK6 PCYOX1 PDGFC PDK4 PDZD4 PECAM1 PFDN5 PGLYRP2 PHETA1 PI16 PID1 PKDREJ PKIB PLAC9 PLB1 PLBD1 PLCB2 PLIN2 PLLP PLPPR2 PLXDC1 PLXDC2 PLXNA1 PMFBP1 PNPLA7 POU2F2-AS1 PPARG PPBP PPFIA4 PPM1H PPM1M PPT1 PRADC1 PRAM1 PRKAG3 PRKAR2A PROC PROS1 PRSS23 PRSS36 PRXL2B PSRC1 PSTPIP1 PTGDR PTGDR2 PTGFRN PTGS1 PTPRN2-AS1 PYGL QPCT QSOX1 RAB37 RAB3A RAB3D RAB3IL1 RAI14 RAPH1 RARRES1 RASA4 RASAL1 RASGRF1 RASGRP2 RASGRP4 RASL10A RASSF2 RBL2 RBP1 RCN3 REPS2 RFLNB RGCC RGS12 RGS14 RGS18 RNASE1 RNASE6 RNF125 RNF130 RORC RPGRIP1 RPL10 RPL17 RPL22 RPL4 RPS3A RTL8B RTN4R RXRA S100A12 S100A4 S100A8 S100A9 S1PR1 SAMD1 SATB2 SCARB1 SCNN1A SDC2 SDK2 SELENOP SEMA3A SEMA4C SEMA6C SERPINE1 SETD7 SFRP5 SGCD SGMS2 SH3BGRL SH3BGRL3 SH3RF3 SH3RF3-AS1 SH3TC1 SHISA8 SIAH3 SIGIRR SIGLEC10 SIGLEC12 SIGLEC15 SIGLEC7 SIGLEC9 SIRPB2 SIRPD SIRPG SKAP2 SLAMF8 SLAMF9 SLC11A1 SLC16A10 SLC16A6 SLC17A7 SLC1A5 SLC24A4 SLC27A1 SLC29A3 SLC2A9 SLC37A2 SLC40A1 SLC46A1 SLC46A2 SLC46A3 SLC47A1 SLC47A2 SLC48A1 SLC4A7 SLCO2B1 SLITRK4 SMAD6 SMIM10L2A SNCA SNHG28 SNX18 SNX29 SNX30 SORL1 SORT1 SOWAHD SPAG8 SPARC SPATA6 SPECC1 SPINT2 SPIRE1 SPON1 SRD5A3 SSC4D SSPN ST14 ST18 STAB1 STAC STARD13 STEAP3 STEAP4 STK32B STK32C STXBP1 STXBP5-AS1 SULT1B1 SUMF1 SYK TBC1D10C TBC1D14 TBC1D30 TBXAS1 TDRD6 TENM1 TENM4 TESC TFCP2L1 TFRC TGFBI TGFBR1 THBD TIMP2 TIMP3 TK2 TLN2 TLR5 TLR6 TM6SF1 TMC8 TMCC2 TMED10 TMEM107 TMEM144 TMEM14C TMEM170B TMEM273 TMEM45B TMEM71 TMEM86A TNFAIP8L2 TNFRSF10C TNFRSF8 TNFSF11 TNFSF12-TNFSF13 TNNI2 TOMM7 TOP2B TPBGL TPCN1 TREM2 TRERF1 TRIM2 TRIM47 TRIQK TRPC1 TSPAN18 TSPAN32 TSPAN4 TSPAN7 TSPO TTC3 TTLL2 TXLNB UACA UBXN11 UCP2 UNC5B VAMP8 VASH1 VAT1 VCAN VENTX VIPR1 VNN1 VSIG1 VSIG4 VSIG8 VSIR VWF WDR17 WNT1 WNT10B WNT7A XYLB YPEL3 ZBED3-AS1 ZDHHC7 ZFHX3 ZMYND10 ZNF185 ZNF704 HARALAMBIEVA_PBMC_M_M_R_II_AGE_11_22YO_VACCINATED_VS_UNVACCINATED_7YR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HARALAMBIEVA_PBMC_M_M_R_II_AGE_11_22YO_VACCINATED_VS_UNVACCINATED_7YR_UP AANAT ABCD1 ABHD16B ABHD17C ABTB2 ACAN ACHE ACOT9 ACP2 ACSBG1 ACSL1 ACSM1 ACSM5 ACTA2 ADAM19 ADAMDEC1 ADAMTS14 ADAMTS2 ADCY4 ADGRB1 ADGRE1 ADGRF3 ADM ADM2 ADORA2A ADPGK-AS1 ADPRH ADPRS AGRN AIFM2 AIM2 AK4 AK8 AKT1S1 AMBRA1 AMER1 AMOTL2 ANK3 ANKRD1 ANKRD22 ANKRD29 ANKRD33B ANKRD45 ANKRD53 ANXA10 AP5B1 APOBEC3A APOBEC3B APOBEC3F APOBEC3G APOL1 APOL2 APOL3 APOL6 ARHGAP23 ARHGEF10L ARHGEF11 ARHGEF3 ARID5A ARID5B ARL5B ARMCX1 ARNT2 ASCL2 ASPHD2 ATF3 ATF5 ATP10A ATP13A2 AXL B3GNT2 B4GALT5 BAALC BAALC-AS2 BACE2 BAG1 BAK1 BAMBI BARD1 BATF2 BATF3 BAZ1A BBS12 BCL2L13 BCL2L14 BIRC5 BLZF1 BMAL2 BPGM BRCA2 BRIP1 BRSK1 BSPRY BST2 BTG3 BUB1 C15orf48 C17orf67 C1GALT1 C1QTNF1 C1R C1S C1orf226 C2 C3orf52 C4orf36 C5 CACNA1A CALD1 CALHM6 CARD17P CASP1 CASP10 CASP3 CASP4 CASP5 CASP7 CASZ1 CAVIN3 CBLN3 CBR1 CCDC146 CCDC42 CCDC80 CCDC9 CCL18 CCL19 CCL2 CCL3 CCL3L3 CCL4 CCL7 CCL8 CCN2 CCNA1 CCR1 CCR10 CCR5 CCRL2 CD109 CD200 CD274 CD2AP CD38 CD40 CD69 CD70 CD72 CD80 CD83 CDC42EP1 CDC42EP2 CDC45 CDH1 CDK1 CDK18 CDKN1A CDKN1C CDKN2A CDKN2B CEACAM1 CECR2 CEMIP CENPJ CES1 CETP CFB CFLAR-AS1 CGAS CH25H CHAC1 CHI3L2 CHODL CHRNA6 CHRNB2 CHST12 CHST7 CHSY1 CIB2 CIR1 CKAP4 CKB CLDN14 CLDN23 CLEC12B CLEC4C CLEC4F CLECL1P CLLU1-AS1 CLMP CMPK2 CMTR1 CMYA5 CNP COBL COL24A1 COL4A2 CORO2B CPEB2 CPEB3 CPNE5 CR1L CREM CSF1 CSRNP1 CTNND2 CTSL CUX2 CXCL10 CXCL11 CXCL12 CXCL13 CXCL9 CYP1A1 CYP27B1 CYP2J2 CYP4F11 CYP7B1 CYSTM1 DACT3-AS1 DAPP1 DBF4B DCDC1 DCSTAMP DCUN1D3 DDIT3 DDX60 DDX60L DENND1B DHX58 DIP2C DIRC3 DLGAP1 DLL1 DLL4 DMD DNAAF1 DNAH12 DNAH8 DNAI3 DNAJB4 DNAJC5B DNAJC6 DNASE1L3 DOP1A DPYS DRAM1 DRAP1 DSP DTX3L DUSP1 DUSP5 DUSP6 DYNLT1 DYRK3 DYSF E2F7 ECE1 EDARADD EDN1 EEF1A2 EGR2 EHD4 EIF2AK2 EIF4E3 ELF4 ELFN1 ELL3 ELMO2 ELOVL3 ELOVL7 EMP1 ENDOD1 ENDOU ENPP2 ENTHD1 EPHA2 EPHB1 EPOP EPSTI1 ERICH3 ESPNL ETV7 EXOC3L1 FAM225A FAM3B FAM47E FAM53A FAM72A FAM72B FAM72D FANCA FAR2 FAS FASLG FBXO39 FBXO6 FCRL4 FERMT2 FFAR2 FFAR3 FGD2 FIRRE FKBP1B FLT3 FMNL2 FNDC11 FNDC3B FNIP2 FOSL1 FOXC1 FRMD3 FRRS1 FSCN1 FUT4 FXYD6 FZD4 GALNT8 GAREM1 GBP1 GBP2 GBP3 GBP4 GBP5 GBP6 GBP7 GCH1 GCNT1 GCNT2 GJA3 GJB2 GLI3 GLP1R GMPR GPBAR1 GPD2 GPR141 GPR15 GPR155 GPR161 GPR180 GPRIN1 GREM1 GRHL1 GRIN3A GRIP1 GTPBP1 GTPBP2 GUCY1A1 GUCY1B1 H2AC6 H2AC7 H2BC11 H2BC18 H2BC4 H2BC5 H3-5 H3C13 H3C4 H4C12 H4C8 HAPLN3 HBD HCAR2 HCAR3 HCG4 HDAC9 HDC HDX HELB HELZ2 HERC5 HERC6 HES4 HESX1 HIRA HK2 HLA-DOB HLA-G HLA-L HLX HMMR HPSE HRH1 HS3ST3A1 HSH2D ICAM1 IDO1 IDO2 IER5 IFI27 IFI35 IFI44 IFI44L IFI6 IFIH1 IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 IFITM2 IFITM3 IFNG IGF2BP2 IGF2BP3 IGFBP3 IGFBP4 IL12A IL12RB2 IL15 IL15RA IL1RN IL27 IL2RA IL36RN IL3RA IL4I1 IL6 IL7 ILDR1 INAFM1 INHBA IPCEF1 IRAK2 IRF1 IRF1-AS1 IRF2 IRF4 IRF7 IRS1 ISG15 ISG20 ITGA2 ITGA7 ITGB8 ITIH1 ITIH4 ITPKA JADE3 JAG1 JAK2 JMJD1C-AS1 JUP KAT14 KCNA2 KCNE1 KCNE5 KCNJ10 KCNJ2 KCNK5 KCNMB1 KCNN1 KCNS3 KCTD19 KDM6A KIAA0040 KIAA0408 KIAA1217 KIAA1522 KIF19 KIR2DL4 KITLG KLF5 KLF6 KLHDC7B KPTN KRT5 KY L3MBTL4 LAG3 LAMB1 LAMP3 LAMP5 LAP3 LDAF1 LDHAL6B LGALS2 LGALS3BP LGALS9 LGALS9B LHFPL1 LHFPL2 LHFPL6 LIF LILRA3 LILRA4 LILRA5 LILRA6 LILRB2 LILRB4 LIMCH1 LINC-PINT LINC00161 LINC00173 LINC00189 LINC00487 LINC00960 LINC00996 LINC01260 LINC01531 LINC02363 LINC03040 LMNB1 LPAR1 LPAR3 LPIN2 LRP12 LRRC3 LRRC32 LRRN2 LSS LTA LY6E LY6E-DT LYN LYPD5 LYSMD2 MACROD2 MAFF MAML2 MAMLD1 MAP1A MAP2 MAPK11 MAPK8IP2 MASTL MCM10 MCOLN2 MDGA1 MDK MEFV MEIS3 MELK MELTF MEP1A MGAT3 MGC16275 MICALL1 MICB MIR155HG MIR320E MIR3945HG MIR4645 MIR4750 MIR9-1HG MMP19 MOB3C MOCOS MOV10 MOXD1 MROCKI MRPL44 MSC MSR1 MST1R MT1E MT1M MT2A MTHFD1L MUC1 MVB12B MX1 MX2 MXD1 MYBL2 MYO10 MYO16 MYO1E MYO1G MYO7B MZB1 N4BP1 NAA25 NACAD NADK NAPA NBN NBPF7P NCAM1 NCF1 NCOA7 NDC80 NDUFC2-KCTD14 NECTIN2 NECTIN3 NEURL1 NEURL3 NEXN NFE2L3 NFIX NGFR NINJ1 NIPAL4 NKAPL NKX3-1 NLRP7 NMI NOD1 NOD2 NR1H3 NR4A3 NRIP3 NRSN2 NRXN2 NSUN7 NTN1 NUB1 NUPR1 OAS1 OAS2 OAS3 OASL ODF2L OLIG1 OLIG2 OPTN OR52B6 OR52K2 OSBPL1A OSBPL5 OSBPL6 OSM OTOF P2RX4 P2RX7 P4HA2 PABIR3 PACSIN3 PANX1 PANX2 PAPLN PARP10 PARP11 PARP12 PARP14 PARP3 PARP9 PAX5 PAX8 PAX8-AS1 PCGF5 PDCD1 PDCD1LG2 PDE4B PDGFRL PERM1 PFKP PGAP1 PHEX PHF11 PHGDH PHLDA2 PI4K2B PILRA PIWIL4 PKMYT1 PLA2G4C PLEKHA4 PLEKHA7 PLEKHD1 PLEKHG7 PLEKHH1 PLEKHN1 PLS3 PLSCR1 PLSCR2 PLSCR4 PLVAP PMAIP1 PML PNOC PNPT1 POGLUT3 POU5F1B PPM1J PPM1K PPP1R15A PPP2R2A PRDM16 PRECSIT PRG2 PRG4 PRICKLE1 PRKD2 PRLR PROB1 PROCR PRR16 PRR5 PRR5-ARHGAP8 PRRG1 PRRG4 PRRT2 PRUNE2 PSAT1 PSEN2 PSMB9 PTGDS PTGER2 PTOV1-AS1 PTPRS PTPRU PTTG2 PXDC1 PYCR1 RAB19 RAB20 RAB39A RAPGEF2 RAPGEF3 RAPGEF5 RASGEF1B RASGRP3 RBCK1 RBM11 RBM43 RELB RET RFPL3 RGMA RGS1 RGS13 RGS20 RHBDF2 RHEBL1 RHOC RIGI RILP RIN2 RIPK2 RNASE2 RNF122 RNF165 RNF19B RNF213 RNF43 RSAD2 RSPH9 RTCB RTP4 RUBCN RUFY4 RUNX2 SAMD4A SAMD9 SAMD9L SAMSN1 SASH1 SBK1 SCAMP5 SCARB2 SCG3 SCIN SCLT1 SCML4 SCO2 SCT SDC3 SDS SECTM1 SELENOO SEMA4A SERPINB9 SERPING1 SERPINH1 SERTAD1 SH2B2 SHFL SHOX2 SIDT1 SIGLEC1 SIGLEC14 SLAMF7 SLC12A3 SLC1A4 SLC22A16 SLC22A4 SLC24A3 SLC25A28 SLC27A2 SLC2A12 SLC2A6 SLC30A4 SLC31A2 SLC35F3 SLC37A1 SLC38A5 SLC39A8 SLC41A2 SLC52A1 SLC6A8 SLC6A9 SLC7A5 SLC8A1 SLCO5A1 SLFN12 SLFN12L SLFN13 SMAGP SMCHD1 SMIM3 SMPD3 SMTNL1 SNX10 SOAT1 SOBP SOCS1 SOCS2 SOGA3 SORBS1 SOX8 SP100 SP110 SP140 SPATS2L SPHK1 SPSB1 SPTA1 SQOR SRC SRD5A1 SRGAP2 SRGAP2B SSTR2 SSTR3 ST3GAL5 ST8SIA4 STAP1 STAT1 STAT2 STBD1 STIMATE STIMATE-MUSTN1 STOM STOML1 STON2 STRIP2 STX11 SUPT3H SUSD1 SYNPO SYNPO2 SYPL2 SYTL3 TANK TAP1 TAP2 TBC1D17 TCAF2 TCHH TCN2 TDO2 TDRD7 TENT4A TENT5A TFEC TGFA TGM1 TIAM2 TICAM1 TICAM2 TJP1 TJP2 TLNRD1 TLR2 TLR3 TMEM106A TMEM139 TMEM140 TMEM150B TMEM171 TMEM178B TMEM187 TMEM200A TMEM217 TMEM229B TMEM244 TMEM255A TMEM26 TMEM268 TMEM277P TMEM62 TMOD1 TMPRSS13 TMPRSS3 TMTC1 TNF TNFAIP6 TNFRSF13B TNFSF10 TNFSF13B TNFSF4 TNK2 TOR1B TP53INP2 TPSAB1 TPX2 TRADD TRAF1 TRAF2 TRAFD1 TRANK1 TREX1 TRIM14 TRIM21 TRIM22 TRIM25 TRIM26 TRIM36 TRIM38 TRIM5 TRIM56 TRIM6 TRIM69 TRIP6 TRPM4 TSC22D1 TSPAN13 TSPAN5 TTC21A TTC39A TTC39B TTC7B TUBA1C TUBB2A TUBB2B TUBB3 TUFT1 UBE2C UBE2L6 UBE2QL1 UBE2S UBE2Z UBQLNL UPB1 USP18 USP30-AS1 USP42 USP6NL VAMP5 VAV3 VRK2 VWA5B1 WARS1 WDFY1 WHRN WNK2 WNT10A WNT5A XAF1 XCR1 XRN1 YEATS2 ZBP1 ZBTB32 ZBTB42 ZC3HAV1L ZCCHC2 ZNF107 ZNF267 ZNF365 ZNF366 ZNF462 ZNF618 ZNF620 ZNF684 ZNFX1 ZNG1A ZNG1B ZNRF2 ZSWIM4 ZSWIM5 HARALAMBIEVA_PBMC_M_M_R_II_AGE_11_22YO_VACCINATED_VS_UNVACCINATED_HIGH_ANTIBODY_RESPONDERS_TO_TREATMENT_7YR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HARALAMBIEVA_PBMC_M_M_R_II_AGE_11_22YO_VACCINATED_VS_UNVACCINATED_HIGH_ANTIBODY_RESPONDERS_TO_TREATMENT_7YR_DN CCL24 CD33 CD93 CYP3A5 FPR2 HTR7 PID1 SGCD VEGFA VNN1 HARALAMBIEVA_PBMC_M_M_R_II_AGE_11_22YO_VACCINATED_VS_UNVACCINATED_LOW_ANTIBODY_RESPONDERS_TO_TREATMENT_7YR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HARALAMBIEVA_PBMC_M_M_R_II_AGE_11_22YO_VACCINATED_VS_UNVACCINATED_LOW_ANTIBODY_RESPONDERS_TO_TREATMENT_7YR_DN ADGRA2 CCL24 CD33 CD93 G0S2 HTR7 LAMB3 PID1 SGCD SIGLEC15 VNN1 HARALAMBIEVA_PBMC_M_M_R_II_AGE_11_22YO_VACCINATED_VS_UNVACCINATED_LOW_ANTIBODY_RESPONDERS_TO_TREATMENT_7YR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HARALAMBIEVA_PBMC_M_M_R_II_AGE_11_22YO_VACCINATED_VS_UNVACCINATED_LOW_ANTIBODY_RESPONDERS_TO_TREATMENT_7YR_UP AK4 BCL2A1 CHST7 CYP1A1 IL36RN IL6 ITGB8 LIF MET MSC NAMPT OR52N4 RFX8 TRPA1 HARALAMBIEVA_PBMC_M_M_R_II_AGE_13_16YO_STIMULATED_VS_UNSTIMULATED_3_TO_7YR_POST_TOP_DEG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HARALAMBIEVA_PBMC_M_M_R_II_AGE_13_16YO_STIMULATED_VS_UNSTIMULATED_3_TO_7YR_POST_TOP_DEG_UP AQP9 ARHGEF28 ARRDC4 B3GNT5 CCL18 CCL23 CLEC1A CXCL6 DLC1 ENPP2 FAM135B FAM20A FFAR4 FGD5 FN1 GNG12 IL1B LYVE1 MLXIPL NRP1 OLR1 PCOLCE2 PDPN PPIC PPP1R14C PROCR S1PR3 SERPINA1 SERPINE1 SGMS2 SHROOM4 SIGLEC11 SLC39A8 SPINT1 SPRED1 TIMP4 TMEM52B TMTC1 TNFAIP8L3 TNFRSF12A TREM1 VSIG4 HARALAMBIEVA_PBMC_TIV_AGE_50_74YO_CORRELATED_WITH_MEMORY_B_CELL_RESPONSE_28DY_NEGATIVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HARALAMBIEVA_PBMC_TIV_AGE_50_74YO_CORRELATED_WITH_MEMORY_B_CELL_RESPONSE_28DY_NEGATIVE BLCAP CFH CHMP4A CMBL CNPY4 DHRS13 ERG28 GOLGA7B IGSF9B ITGB1BP1 KIAA0408 KRT1 LINC02591 MCRIP1 MSX2P1 NDFIP2 NECTIN3-AS1 PECR SELENOW SERGEF STX8 TRIM2 TTLL1 UGP2 ZNF32 HARALAMBIEVA_PBMC_TIV_AGE_50_74YO_CORRELATED_WITH_MEMORY_B_CELL_RESPONSE_3DY_NEGATIVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HARALAMBIEVA_PBMC_TIV_AGE_50_74YO_CORRELATED_WITH_MEMORY_B_CELL_RESPONSE_3DY_NEGATIVE ACTL10 BLCAP CDK4 CHMP4A DHRS13 EEF1E1-BLOC1S5 KRT10-AS1 LRP11 MAP4 PMVK RAD51C THAP3 TTLL1 ZNF233 ZNF780B HARALAMBIEVA_PBMC_TIV_AGE_50_74YO_CORRELATED_WITH_MEMORY_B_CELL_RESPONSE_3DY_POSITIVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HARALAMBIEVA_PBMC_TIV_AGE_50_74YO_CORRELATED_WITH_MEMORY_B_CELL_RESPONSE_3DY_POSITIVE ANO8 CCDC6 ELF1 FCHSD2 GMEB1 H3-5 MAP1LC3B2 NFKBIA PELI1 PLEKHM2 SOCS3 STK17B TESK2 USP6NL WASHC2C HIPC_SIGNATURES_PROJECT_PBMC_TRIVALENT_INFLUENZA_VACCINE_HIGH_RESPONDERS_VS_LOW_RESPONDERS_YOUNGER_ADULTS_21_35_HIGH_RESPONDERS_0D_DOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HIPC_SIGNATURES_PROJECT_PBMC_TRIVALENT_INFLUENZA_VACCINE_HIGH_RESPONDERS_VS_LOW_RESPONDERS_YOUNGER_ADULTS_21_35_HIGH_RESPONDERS_0D_DOWN CASP6 NUDCD2 PPIB PTPN22 PURA SP4 HIPC_SIGNATURES_PROJECT_PBMC_TRIVALENT_INFLUENZA_VACCINE_HIGH_RESPONDERS_VS_LOW_RESPONDERS_YOUNGER_ADULTS_21_35_HIGH_RESPONDERS_0D_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HIPC_SIGNATURES_PROJECT_PBMC_TRIVALENT_INFLUENZA_VACCINE_HIGH_RESPONDERS_VS_LOW_RESPONDERS_YOUNGER_ADULTS_21_35_HIGH_RESPONDERS_0D_UP ACTB ARPC4 ARRB1 DPP3 DPP7 GRB2 MVP PLEKHB2 RAB24 HOEK_B_CELL_2011_2012_TIV_ADULT_1DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOEK_B_CELL_2011_2012_TIV_ADULT_1DY_UP ATP6V0C DUSP5 FCN1 IGLV10-54 LINC00943 NCAPH NPIPB8 PDXP RN7SK RNU6-1 SULT1A4 HOEK_B_CELL_2011_2012_TIV_ADULT_3DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOEK_B_CELL_2011_2012_TIV_ADULT_3DY_DN CIDEB IL10RB-DT KDM4A-AS1 MDP1 RSC1A1 HOEK_B_CELL_2011_2012_TIV_ADULT_3DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOEK_B_CELL_2011_2012_TIV_ADULT_3DY_UP AQP3 BIK CAV1 CCNA2 CDC20 CENPM CHEK1 CHPF FCN1 FNDC3B HASPIN HBA2 HBB IGKV1-17 IGKV2D-30 IGKV3D-20 LGALS3 LINC00899 MAN1A1 MIR3652 MIXL1 MKI67 NBPF11 NCAPH NRGN NT5DC2 PLAAT2 PLEKHG7 PSAT1 PYCR1 RRM2 S100A9 SDC1 SLAMF7 SPN SULT1A4 TNFRSF17 TRIB1 TYMS HOEK_B_CELL_2011_2012_TIV_ADULT_7DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOEK_B_CELL_2011_2012_TIV_ADULT_7DY_DN ARRDC3 CD1A DACT1 HAVCR2 IGKV1-6 PEAK3 PEX11G PRRT2 SRP54-AS1 HOEK_B_CELL_2011_2012_TIV_ADULT_7DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOEK_B_CELL_2011_2012_TIV_ADULT_7DY_UP ADHFE1 AICDA AQP3 BHLHA15 BLOC1S5-TXNDC5 BMP6 CAV1 CDKN2C CHPF CXCR3 DCAF12 DHRS9 FNDC3B FOS GOLGA8O HBA2 HBB IGHG1 IGHJ2 IGHV3-20 IGKV3-7 IGKV3D-20 IGLC2 IGLV3-19 IGLV3-21 MYDGF NBPF11 NBPF15 NRGN NT5DC2 NUCB2 PIF1 POU4F1 RCBTB2 RFLNB RRM2 S100A9 SCAMP5 SDC1 SDF2L1 SLAMF7 TGM2 TNFRSF17 TPX2 TXNDC5 VDR XBP1 ZWINT HOEK_MONOCYTE_2011_2012_TIV_ADULT_1DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOEK_MONOCYTE_2011_2012_TIV_ADULT_1DY_DN ACTL10 AZU1 C2orf74 C3orf86P CDH26 CDKN1C CLEC3B FLNB GOLGA8N LRRC3 PLD4 PMP22 PRR22 RETN RNU6-1 TTLL1 HOEK_MONOCYTE_2011_2012_TIV_ADULT_1DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOEK_MONOCYTE_2011_2012_TIV_ADULT_1DY_UP APLF AUNIP CD83 H3P16 KDM4A-AS1 LINC01001 P2RY12 S100P SLX1B-SULT1A4 SYNJ2BP-COX16 ZNF485 HOEK_MONOCYTE_2011_2012_TIV_ADULT_3DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOEK_MONOCYTE_2011_2012_TIV_ADULT_3DY_DN ABCA11P C3orf86P EREG FAM110B NR1I3 TUBE1 HOEK_MONOCYTE_2011_2012_TIV_ADULT_3DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOEK_MONOCYTE_2011_2012_TIV_ADULT_3DY_UP CD180 LILRA4 MIR374B MIR4787 RN7SL2 SLX1B HOEK_MONOCYTE_2011_2012_TIV_ADULT_7DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOEK_MONOCYTE_2011_2012_TIV_ADULT_7DY_DN CD40 EREG ETV7 G0S2 GOLGA8N KLHDC7B LINC01888 OSM P2RY6 SIK1 TAMALIN TMOD4 TTLL1 ZBTB11-AS1 HOEK_MONOCYTE_2011_2012_TIV_ADULT_7DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOEK_MONOCYTE_2011_2012_TIV_ADULT_7DY_UP CCNE2 DNAAF10 FCMR GPHN HBB MIR374B N6AMT1 SLX1B TRBC2 HOEK_MYELOID_DENDRITIC_CELL_2011_2012_TIV_ADULT_1DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOEK_MYELOID_DENDRITIC_CELL_2011_2012_TIV_ADULT_1DY_DN GFI1B NOTCH3 NRXN2 PPP1R35 SH3RF3 ZBTB7C HOEK_MYELOID_DENDRITIC_CELL_2011_2012_TIV_ADULT_1DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOEK_MYELOID_DENDRITIC_CELL_2011_2012_TIV_ADULT_1DY_UP ALOX5AP CCL3 CD163 CD69 CPED1 DEPTOR EMB EPHB3 F13A1 FCGR1A FUNDC1 GNAI1 GZMM H2AC20 HDGFL3 ID3 KIF1C-AS1 MIR17HG NBPF15 P2RY12 PEDS1-UBE2V1 PPP1R35-AS1 PRR34-AS1 RARG RNASE2 S100A12 STAB1 VCAN-AS1 ZNF253 HOEK_MYELOID_DENDRITIC_CELL_2011_2012_TIV_ADULT_3DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOEK_MYELOID_DENDRITIC_CELL_2011_2012_TIV_ADULT_3DY_DN B3GNT9 CARS1-AS1 CC2D2B CCDC106 CCNE2 DLG2 DLGAP4-AS1 DPEP3 EGR1 GAS8 GATC IDI2 LINC00920 LINC02631 MAFF MIR3648-1 MSMP NME8 PKMYT1 RN7SK RNU6-1 RO60 RXFP4 SLC7A5 SNORA40 SNORA73A SNORA8 SNORD5 TAB3-AS1 TAB3-AS2 TMEM120B TMOD4 ZMYM4-AS1 HOEK_MYELOID_DENDRITIC_CELL_2011_2012_TIV_ADULT_3DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOEK_MYELOID_DENDRITIC_CELL_2011_2012_TIV_ADULT_3DY_UP IL2RB INTS6-AS1 LRRC70 SH3RF3 SLX1B TMEM156 UBE2Q1-AS1 HOEK_MYELOID_DENDRITIC_CELL_2011_2012_TIV_ADULT_7DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOEK_MYELOID_DENDRITIC_CELL_2011_2012_TIV_ADULT_7DY_DN DND1 GBP5 LINC00920 NLGN3 PFKFB3 RN7SK SDC3 SMTNL1 TMEM88 HOEK_MYELOID_DENDRITIC_CELL_2011_2012_TIV_ADULT_7DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOEK_MYELOID_DENDRITIC_CELL_2011_2012_TIV_ADULT_7DY_UP ADAMTS10 ADORA1 B3GNT7 BOLA2B BTLA CARD11 CCDC65 CCR5AS CD2 CLEC9A DPP4 GPX7 IDO1 KIT KLRB1 LPL MACORIS MATK MSLN PRKCH PTX3 S100A12 SEPTIN1 SEPTIN3 SIGLEC6 TLE1 TRBV7-3 HOEK_NEUTROPHIL_2011_2012_TIV_ADULT_1DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOEK_NEUTROPHIL_2011_2012_TIV_ADULT_1DY_DN ABCC5 ACAD9 ACBD6 ADAM19 ADK ARIH2OS AUH BBLN BEND7 CD1D CD68 CEBPZOS CIAO3 CMTM8 COA6 COA6-AS1 CRISP3 CTSD DGKG DPP7 EBP EDARADD FLT1 GALNT14 GPAT4 GRAMD4 HOMER3 HSPE1 ITPKB-IT1 LRP3 LRRC75A MRPL21 NAA40 NDUFA7 NECTIN1 NRIP1 NT5DC1 OPLAH PADI4 PF4V1 PLCB3 PLD3 PNPLA1 PPDPF PTPN22 REX1BD RSU1 RUBCNL SAP30 SEPTIN5 SH3RF3 SIGMAR1 SNRNP25 SYCP2 SYTL3 TBC1D3B TCN1 TESC TFDP1 TM7SF3 TMEM39B TSR2 TTC38 HOEK_NEUTROPHIL_2011_2012_TIV_ADULT_1DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOEK_NEUTROPHIL_2011_2012_TIV_ADULT_1DY_UP APOL3 ATF3 C12orf60 CPT1B DDX60 DOCK4-AS1 ECE1-AS1 EGR2 EPSTI1 FANCL FRMD3 GBP6 GCH1 H1-4 HES4 HLA-DMA HLA-DMB HLA-DRA IFI44 IFI44L LINC02471 LINC02555 LRRK2-DT MT2A NRIR NXT2 OAS1 OAS2 OAS3 P2RY14 PDCD1LG2 PRKX RSAD2 SESTD1 SGPP1 SNORA11 TFEC XAF1 HOEK_NEUTROPHIL_2011_2012_TIV_ADULT_3DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOEK_NEUTROPHIL_2011_2012_TIV_ADULT_3DY_DN DNAJC25-GNG10 EGR2 FGGY HBEGF MIR221 PDK4 PHACTR1 SNORA3A SNORA64 TBC1D7 HOEK_NEUTROPHIL_2011_2012_TIV_ADULT_3DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOEK_NEUTROPHIL_2011_2012_TIV_ADULT_3DY_UP C12orf60 DDIAS GGT5 HMGN5 MIR4477A NAA35 NME4 NXT2 PLAU ZBTB3 HOEK_NEUTROPHIL_2011_2012_TIV_ADULT_7DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOEK_NEUTROPHIL_2011_2012_TIV_ADULT_7DY_DN AP1M2 APEX2 APOBEC3D APOL3 ATF3 BATF2 CCDC85B CMPK2 COA6 DIMT1 EPSTI1 ETV7 FRMD3 GBP5 GBP6 H2BC11 HEBP1 IFI44 IFI44L IFI6 IFITM3 IFT52 ISG15 LILRA4 LIMK1 LY6E NASP NRIR NUP54 OAS1 OAS2 OAS3 OSM PNPT1 PPDPF RILP RSAD2 RTP4 SERPING1 SRXN1 HOEK_NEUTROPHIL_2011_2012_TIV_ADULT_7DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOEK_NEUTROPHIL_2011_2012_TIV_ADULT_7DY_UP ADORA3 ALOX15 C12orf60 CD52 CLC CYSLTR2 DDB2 DOK2 INSYN2B KLF9 MIAT NCR1 NPIPB3 PRSS33 PTGDR2 SAYSD1 SEMG1 SIGLEC8 SLC29A1 SMPD3 HOEK_NK_CELL_2011_2012_TIV_1D_VS_0DY_ADULT_1D_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOEK_NK_CELL_2011_2012_TIV_1D_VS_0DY_ADULT_1D_DN ADAT3 AJM1 ALKBH7 ASB13 AVPI1 AXIN2 C4orf48 CENPM COL18A1 DIPK1B DNPH1 ENHO EVA1B FBXW9 FRS3 FXYD7 GOLGA8R HLA-DQA1 IGFBP7 IQSEC2 JSRP1 KIF19 KLF3-AS1 LILRA4 LILRA5 LTK LYL1 MAPK8IP1 MIR3648-1 MIR4665 MRPL23-AS1 MYCL NCF4 PCSK4 PDCD4-AS1 PDXP PLA2G7 PRSS36 RN7SL2 RTN4R SLC15A3 SLX1A SOX12 ST14 SUSD3 TIGD5 TMEM150B TMEM238 TNNI2 TRIM46 TTC24 TTLL10 UPK2 ZNF467 HOEK_NK_CELL_2011_2012_TIV_3D_VS_0DY_ADULT_3D_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOEK_NK_CELL_2011_2012_TIV_3D_VS_0DY_ADULT_3D_DN AATBC ADAMTSL4 ADGRE2 AIF1 ALDH2 ALOX5 ANKRD30BL ANKRD9 ANPEP APOBEC3A ARHGEF11 ARHGEF40 ARMH1 ASB13 ASGR2 ATF7-NPFF ATP4A AVPI1 BST1 BTK C19orf38 C5AR1 CARS1-AS1 CBFA2T3 CD101 CD14 CD163 CD1D CD300E CD300LF CD33 CD36 CD4 CD5 CD86 CDKN1A CEACAM4 CEBPB CES1 CFAP206 CFD CFP CHADL CHST15 CIITA CLEC10A CLEC4A CLEC7A CPVL CREB5 CSF1R CSF2RA CSF2RB CSF3R CST3 CSTA CTRL CTSH CXCL16 CYBB CYP2S1 DLG2 DMXL2 DNPH1 DOK3 DPYD-AS1 DUSP1 EGR1 ELOA-AS1 F13A1 FAM20C FCER1A FCN1 FGD2 FOSB FPR1 FRS3 GABBR1 GASK1B GCA GCC2-AS1 GNA15 GPSM1 GRK3 HCK HFM1 HK3 HLA-DOA HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB5 HRH2 IDI2 IFI30 IFNGR2 IGSF6 IL13RA1 IL6R IRS2 JAML JUN JUNB JUP KCNC3 KCNE3 KCNMB1 KCNQ1 KCTD12 KLF4 LHFPL5 LILRA1 LILRA2 LILRA3 LILRA5 LILRA6 LILRB2 LILRB3 LILRB4 LMO2 LNX1 LRP1 LRRC24 LRRC25 LRRK1 LRRK2 LTBR LY86 LYL1 LYZ MAFB MARCKS MARVELD1 MEFV MIR2110 MIR3198-2 MIR3648-1 MIR571 MISFA MNDA MPEG1 MS4A6A MS4A7 MTMR11 MYCL MYOF NCF1 NCF2 NCF4 NFAM1 NFE2 NIBAN2 NID1 NLRP12 NLRP3 NPB NR4A1 NR4A2 NT5C1B-RDH14 OAF ODF3B OSCAR OSM P2RX1 P2RY13 PADI2 PDE3A PDK4 PEDS1-UBE2V1 PELATON PER1 PFKFB4 PID1 PLA2G4B PLA2G7 PLAUR PLBD1 PLXNB2 PRAM1 PTAFR PYGL RAB32 RAB34 RABGEF1 RASGRP4 RBP7 RETN RNASE2 RNU1-1 RTN1 S100A12 S100A8 S100A9 SAMD11 SCARF1 SECTM1 SEMA4A SERPINA1 SETD7 SIGLEC14 SIRPA SIRPB1 SIRPB2 SLC11A1 SLC15A3 SLC2A6 SLC37A2 SLC43A2 SLC7A7 SLCO5A1 SNORA25 SNORA27 SNORA40 SNORA73B SNORA8 SNORC SNORD102 SNORD4A SNORD5 SOCS1 SORT1 SPI1 SPINT1 SPINT2 STAB1 SULF2 SYNJ2BP-COX16 TAMALIN TBC1D9 TFEC TGFBI TIMP2 TLR2 TLR4 TLR5 TLR8 TMED7-TICAM2 TMEM150B TMEM88 TNFAIP2 TNFSF12-TNFSF13 TNFSF13B TRIB1 TUBB2A TYMP UNC45B VAV2 VCAN VCAN-AS1 VENTX VIPR1 WAKMAR2 YBX3 ZFP36 ZMYM4-AS1 ZNF385A ZNF703 HOEK_NK_CELL_2011_2012_TIV_7D_VS_0DY_ADULT_7D_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOEK_NK_CELL_2011_2012_TIV_7D_VS_0DY_ADULT_7D_DN AVPR2 CDC45 CFAP68 DTL FOSB GINS2 GOLGA8R JUN KIF15 MCM10 MORN1 OAF ODC1-DT PKMYT1 PNMT PODXL RAD51 RAD54L RNU1-1 HOEK_NK_CELL_2011_2012_TIV_ADULT_1DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOEK_NK_CELL_2011_2012_TIV_ADULT_1DY_UP ARL17A BET1-AS1 CALB1 DSE FNDC9 IFIT1 IGFBP7-AS1 IGLV5-52 LINC00707 NPIPB11 PSMA8 SLC2A14 TPH1 TRGVB HOEK_NK_CELL_2011_2012_TIV_ADULT_3DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOEK_NK_CELL_2011_2012_TIV_ADULT_3DY_UP ALKAL2 ARL17A ATG10 C1D CAVIN2 CCDC39 CCNB1 CLHC1 CNMD GPR82 HNRNPU HOXA9 IGLV5-52 LINC00623 NPIPA7 PEDS1 PHOSPHO2 RGS17 RNU4-2 SFRP4 TBXT TPH1 WBP4 HOEK_NK_CELL_2011_2012_TIV_ADULT_7DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOEK_NK_CELL_2011_2012_TIV_ADULT_7DY_UP ANKRD30BL ANXA9 ATP4A C1D CAVIN2 CLHC1 DLG2 EIF3C HFM1 IGHA1 IGHM JCHAIN PPBP PRSS33 RYR2 SIAH1 SIRPG SLCO5A1 HOEK_PBMC_INACTIVATED_INFLUENZA_ADULT_1DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOEK_PBMC_INACTIVATED_INFLUENZA_ADULT_1DY_DN BOLA2B GDF9 IGHV3-74 IGLV8-61 LGALS12 LYG1 ROPN1L RPL39L SERPINB2 TMEM169 TPPP TRAV16 UBAC2-AS1 HOEK_PBMC_INACTIVATED_INFLUENZA_ADULT_1DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOEK_PBMC_INACTIVATED_INFLUENZA_ADULT_1DY_UP CLEC6A GEMIN7-AS1 HYAL3 ICAM5 IGKV1-9 IGKV1D-12 IGKV2-30 IGKV2D-30 IGLV1-47 IGLV3-25 IGLV6-57 IGLV7-43 SLX1B HOEK_PBMC_INACTIVATED_INFLUENZA_ADULT_3DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOEK_PBMC_INACTIVATED_INFLUENZA_ADULT_3DY_DN ADAMTSL4-AS1 ADM CXCL8 EREG FCGR3B FNDC11 FPR3 G0S2 GK3 HBEGF HHLA3 IGKV1-16 IGLV2-11 KNDC1 NME7 PER1 PI3 TRBV5-7 TRGJP1 HOEK_PBMC_INACTIVATED_INFLUENZA_ADULT_3DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOEK_PBMC_INACTIVATED_INFLUENZA_ADULT_3DY_UP ALAS2 EAF1-AS1 HFM1 HYAL3 IGKV2D-29 IGLV4-69 MEF2C-AS2 MIR3671 NPIPB8 ORC1 SLCO5A1 SULT1A3 TIMM23B TRAV8-2 TRBV30 ZNG1E HOEK_PBMC_INACTIVATED_INFLUENZA_ADULT_7DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOEK_PBMC_INACTIVATED_INFLUENZA_ADULT_7DY_DN ADM ANKRD22 BATF2 C2 CABP5 CDKN1A EPB41L4A EREG H2BC11 HBEGF IGHV3-13 IGKV1-27 KCNJ15 LIPN MXD1 OSM RAB20 RNU6-1 SDC3 THBD VNN3P ZMYND15 HOEK_PBMC_INACTIVATED_INFLUENZA_ADULT_7DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOEK_PBMC_INACTIVATED_INFLUENZA_ADULT_7DY_UP ALAS2 BHLHA15 C22orf15 CPXM1 CTSG CXCR3 DEPTOR DNAI2 GTF2H2C HBA1 HERC2P3 HSD11B1L IGHG1 IGHG2 IGHG3 IGHG4 IGHJ2 IGHV1-46 IGHV1-58 IGHV1-69 IGHV2-26 IGHV3-20 IGHV3-7 IGHV4-39 IGHV6-1 IGLC1 IGLC2 IGLC3 IGLJ3 IGLL5 IGLV1-36 IGLV1-44 IGLV1-51 IGLV2-14 IGLV2-18 IGLV3-1 IGLV3-19 IGLV3-21 MEF2C-AS2 NT5DC2 OLMALINC SFRP5 SLX1A STX1B SULT1A3 TMEM121 TRAV38-1 TRBV30 UPK2 HOEK_T_CELL_2011_2012_TIV_ADULT_1DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOEK_T_CELL_2011_2012_TIV_ADULT_1DY_DN C4orf48 CCR9 MORN1 NTSR1 TOB1-AS1 TRIM74 UPK2 HOEK_T_CELL_2011_2012_TIV_ADULT_1DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOEK_T_CELL_2011_2012_TIV_ADULT_1DY_UP ANKRD30BL GINS3 GPLD1 NBPF15 NPIPB12 RHEBL1 RN7SK RPP40 RTP4 SIGLEC17P UBE2E2 XRCC4 ZC2HC1A HOEK_T_CELL_2011_2012_TIV_ADULT_3DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOEK_T_CELL_2011_2012_TIV_ADULT_3DY_DN ACBD3-AS1 ATP6V0C C4orf48 DUSP2 ENC1 FOSL2 LINC02870 MAP3K8 MIR22HG MIR564 NKPD1 NT5C1B-RDH14 PHLPP1 ZBED2 HOEK_T_CELL_2011_2012_TIV_ADULT_3DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOEK_T_CELL_2011_2012_TIV_ADULT_3DY_UP BRWD1-AS2 CCNB2 CDCA8 EFNA1 HBB INAFM2 LINC00544 LINC01063 LINC02802 NRGN PIK3CD-AS2 RN7SK RRM2 TCEAL9 TOP2A UBE2E2 ZNG1E HOEK_T_CELL_2011_2012_TIV_ADULT_7DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOEK_T_CELL_2011_2012_TIV_ADULT_7DY_UP ANKRD30BL CASP5 CCDC34 H3C1 LINC01063 NPIPB12 PI4KAP2 SIGLEC17P HOFT_CD4_POSITIVE_ALPHA_BETA_MEMORY_T_CELL_BCG_VACCINE_AGE_18_45YO_56D_TOP_100_DEG_AFTER_IN_VITRO_RE_STIMULATION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOFT_CD4_POSITIVE_ALPHA_BETA_MEMORY_T_CELL_BCG_VACCINE_AGE_18_45YO_56D_TOP_100_DEG_AFTER_IN_VITRO_RE_STIMULATION_DN ABCC1 ADCY1 AP2A1 ARAP1 ARHGAP17 ARHGEF11 ARMC6 BMP2K CNOT3 CREG1 CXCL1 CXCR5 EIF3B ERC1 GBF1 HDAC7 HDGFL3 IFIT1 IFIT3 INTS5 IRF2BP1 JUP KIF11 MFHAS1 MFSD12 MGAT4B MYO1C NFATC3 NOC2L OASL PLXNA1 PTGIR PYGO2 RPRD2 RUBCNL SAMD4B SLC29A1 TAF1 THBS1 TLE3 TMEM94 TRAF7 TRANK1 VCAN WASF2 ZNF184 ZNF763 HOFT_CD4_POSITIVE_ALPHA_BETA_MEMORY_T_CELL_BCG_VACCINE_AGE_18_45YO_56D_TOP_100_DEG_AFTER_IN_VITRO_RE_STIMULATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOFT_CD4_POSITIVE_ALPHA_BETA_MEMORY_T_CELL_BCG_VACCINE_AGE_18_45YO_56D_TOP_100_DEG_AFTER_IN_VITRO_RE_STIMULATION_UP ANKRD36C CA5B COPS2 DAPP1 GPKOW IFT20 LUC7L3 LYPLA2P1 METTL17 PHF20L1 PI16 PTMA RNU1-4 RNY1 RPL12P6 SBDS SNORD38A SNRNP25 TMEM70 TNFAIP8L1 TUBD1 UBE2Z ZDHHC11 ZNF93 HOFT_CD4_POSITIVE_ALPHA_BETA_MEMORY_T_CELL_BCG_VACCINE_AGE_18_45YO_7DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOFT_CD4_POSITIVE_ALPHA_BETA_MEMORY_T_CELL_BCG_VACCINE_AGE_18_45YO_7DY_DN C9orf85 EEF1A1P9 HSPE1 NKX1-1 TMEM191A TMSB4X HOFT_CD4_POSITIVE_ALPHA_BETA_MEMORY_T_CELL_BCG_VACCINE_AGE_18_45YO_7DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOFT_CD4_POSITIVE_ALPHA_BETA_MEMORY_T_CELL_BCG_VACCINE_AGE_18_45YO_7DY_UP ACTN1 ATP6V0A1 CES1 CLIP2 CYP27B1 DHCR24 EEF1A2 ENTPD1 FHL3 GMEB1 GNG11 HUS1B INSIG1 KIAA0930 MATK MED24 MITF NDP NOC4L OPA3 PDGFB PPP1R16A PTGES2 PTGFRN RASA2 RHBDF1 RSPH3 SAMD1 SIX5 SLC2A6 SMPD1 TBC1D22A TBC1D24 TEDC1 TGFBRAP1 TJP2 TNFRSF8 TOP3A ZNF264 ZNF768 HOFT_CD4_POSITIVE_ALPHA_BETA_MEMORY_T_CELL_BCG_VACCINE_AGE_18_45YO_ID_56D_TOP_100_DEG_AFTER_IN_VITRO_RE_STIMULATION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOFT_CD4_POSITIVE_ALPHA_BETA_MEMORY_T_CELL_BCG_VACCINE_AGE_18_45YO_ID_56D_TOP_100_DEG_AFTER_IN_VITRO_RE_STIMULATION_DN ACKR3 ARAP1 ARAP2 ARID4A BAIAP2L1 C19orf25 CLIC3 CMKLR2 DCLRE1C ERLIN1 FOXO3B GNB5 GTPBP6 HBB IL17RD LZTFL1 MTFR1 MTRF1 MYO3B NFAT5 NOL8 OSBPL8 PABPC1 RAB33B RGS18 SLC36A4 SPATA13 SPDYE6 SPIN1 SSH1 TAOK1 THAP1 TMEM106B TMEM191A TMEM267 TTC33 TUBD1 UHMK1 ZBTB20 ZFP91 ZNF140 HOFT_CD4_POSITIVE_ALPHA_BETA_MEMORY_T_CELL_BCG_VACCINE_AGE_18_45YO_ID_56D_TOP_100_DEG_AFTER_IN_VITRO_RE_STIMULATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOFT_CD4_POSITIVE_ALPHA_BETA_MEMORY_T_CELL_BCG_VACCINE_AGE_18_45YO_ID_56D_TOP_100_DEG_AFTER_IN_VITRO_RE_STIMULATION_UP ABCA1 AGRN ANAPC15 C4BPB CHPF COG5 CPSF2 FAM219A GGT1 GNL3L HAMP HSD11B1L HYAL2 HYOU1 IL9 LIMK1 METRNL MOGS MRPL11 NOC4L OGFOD3 PAFAH1B3 PALD1 PLEKHN1 PNPLA7 PXMP2 RAI1 RPL10A SLC39A3 SLC39A4 SLC43A3 SNU13 SREBF1 TAF6 TBC1D17 TICAM1 TMEM160 TMEM63B UQCC3 YDJC ZGPAT ZNRD2-DT HOFT_CD4_POSITIVE_ALPHA_BETA_MEMORY_T_CELL_BCG_VACCINE_AGE_18_45YO_ID_7DY_TOP_100_DEG_EX_VIVO_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOFT_CD4_POSITIVE_ALPHA_BETA_MEMORY_T_CELL_BCG_VACCINE_AGE_18_45YO_ID_7DY_TOP_100_DEG_EX_VIVO_DN AMY1B CAPZA1 COPS2 DENND4C FABP5 HBA1 HBA2 HBB HSPE1 LUC7L3 MAFF OBI1 PIM3 PMAIP1 SAMSN1 UBE2Z HOFT_CD4_POSITIVE_ALPHA_BETA_MEMORY_T_CELL_BCG_VACCINE_AGE_18_45YO_ID_7DY_TOP_100_DEG_EX_VIVO_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOFT_CD4_POSITIVE_ALPHA_BETA_MEMORY_T_CELL_BCG_VACCINE_AGE_18_45YO_ID_7DY_TOP_100_DEG_EX_VIVO_UP ACSL3 AGMAT APBB3 ATG16L2 AVL9 CHST15 CLIC5 CPXM1 CTSF DPEP2 DRC7 FAM8A1 FXYD1 GRAMD4 LDLRAP1 MAP3K20 MAP6D1 MEOX1 METTL2A MIR99AHG P3H4 PI16 RASA3 TECPR1 THG1L TSC22D3 USP33 ZDHHC14 HOFT_PBMC_TICE_BCG_RBCG_AG85A_AG85B_AGE_18_40YO_CORRELATED_WITH_WHOLE_BLOOD_BACTERICIDAL_ACTIVITY_NEGATIVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOFT_PBMC_TICE_BCG_RBCG_AG85A_AG85B_AGE_18_40YO_CORRELATED_WITH_WHOLE_BLOOD_BACTERICIDAL_ACTIVITY_NEGATIVE ADCY9 AGAP1 ATP2B4 CACNA2D2 CCL5 CD247 COLQ CST7 ELOVL6 FCRL6 FGFBP2 FRMPD3 GNLY GZMB GZMH HOPX IGFBP3 IL12RB2 IL2RB KIR3DL1 KLRB1 KLRF1 MCTP2 NCR1 NKG7 NMUR1 PDGFD PHLDB2 PRF1 PRR5L PRSS23 RASGEF1A RNF165 SH2D1B SIGLEC17P SLC4A4 SPIRE1 SYNE1 TGFBR3 YPEL1 HOWARD_B_CELL_INACT_MONOV_INFLUENZA_A_INDONESIA_05_2005_H5N1_AGE_18_49YO_1DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOWARD_B_CELL_INACT_MONOV_INFLUENZA_A_INDONESIA_05_2005_H5N1_AGE_18_49YO_1DY_UP APOL6 EPSTI1 FBXO6 GBP1 GBP2 GBP4 GBP5 HAPLN3 INPP1 IRF1 PARP9 STAT1 TRIM69 UBE2L6 HOWARD_DENDRITIC_CELL_INACT_MONOV_INFLUENZA_A_INDONESIA_05_2005_H5N1_AGE_18_49YO_1DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOWARD_DENDRITIC_CELL_INACT_MONOV_INFLUENZA_A_INDONESIA_05_2005_H5N1_AGE_18_49YO_1DY_DN ACY3 ADGRD1 ANGPT1 BMERB1 CBX2 CDK5R1 CEBPA CES3 CSGALNACT1 FAM167A FCRL5 FIBCD1 FOXO6 GPRC5B IGFBP6 IL1R1 IL1R2 LKAAEAR1 LRP3 MAP2K6 MIR4771-1 MN1 MYO10 NOTCH3 OLIG1 PDGFC PITPNM2 PPP1R3G PRPF31 PTGDR2 RANBP17 RASL10A RPH3A SLC28A3 SLC5A10 SMAD6 SOX12 TBATA TNNT3 ZNF443 ZNF704 HOWARD_DENDRITIC_CELL_INACT_MONOV_INFLUENZA_A_INDONESIA_05_2005_H5N1_AGE_18_49YO_1DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOWARD_DENDRITIC_CELL_INACT_MONOV_INFLUENZA_A_INDONESIA_05_2005_H5N1_AGE_18_49YO_1DY_UP AANAT ADAM19 AIM2 AK4 ALDH1A1 AMIGO2 ANKRD22 APOL1 APOL2 APOL3 APOL4 APOL6 ARMH1 ASAP2 ATF3 BATF BATF2 C1QB C1QC C2 C5orf58 CACNA1A CASP7 CCND1 CCR1 CD226 CD274 CD38 CD40 CD7 CDCP1 CEACAM21 CFB CMPK2 CUL1 CXCL10 CXCR2P1 DDX60 DLL1 DTX3L DYSF EGR3 EID3 EIF4E3 ENPP2 EPSTI1 ETV7 EXOC3L1 FAM225A FBXO6 FCGR1A FCGR1BP FCRL6 FFAR2 FRMD3 GAS6 GBP1 GBP1P1 GBP2 GBP3 GBP4 GBP5 GSN-AS1 HAPLN3 HERC5 HLX IDO1 IFI35 IFI44 IFI44L IFI6 IFIT1 IFIT2 IFIT3 IFITM1 IGHEP2 IRF1 IRF1-AS1 IRF7 ISG15 ISG20 KIAA0040 KIR3DX1 KLHDC7B KREMEN1 L3MBTL4 LAP3 LDLR LGALS3BP LHFPL2 LINC00189 LMNB1 MCEMP1 MSR1 MT2A MUC1 MYO7B NCF1 NCF1B NCF1C NEXN NGFR NLRC5 OAS3 ODF3B PARP14 PARP9 PFKP PIM1 PLAAT4 PLAC8 PLCXD2 PLEKHH1 PLSCR1 PRRT2 PSMB9 PSME2 PSME2P2 PTK2 RASGRP3 RHOBTB3 RNF213 RUFY4 S100A8 SAMD4A SAMD9L SCO2 SDC3 SERPING1 SIGLEC11 SIGLEC16 SLAMF7 SLAMF8 SLC12A8 SLC2A3 SLC31A2 SLC6A12 SMTNL1 SOCS3 STAB1 STAMBPL1 STAT1 STOM SUCNR1 TAP1 TAP2 TFEC TGM2 TIFA TMPRSS3 TNFSF10 TYMP UBE2L6 USP18 VAMP5 WARS1 XAF1 XKR8 ZBP1 HOWARD_DENDRITIC_CELL_INACT_MONOV_INFLUENZA_A_INDONESIA_05_2005_H5N1_AGE_18_49YO_3DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOWARD_DENDRITIC_CELL_INACT_MONOV_INFLUENZA_A_INDONESIA_05_2005_H5N1_AGE_18_49YO_3DY_UP AIM2 ALDH1A1 CCR1 LGALS3BP MARCO NCF1 NCF1C SDC3 SERPING1 SIGLEC1 TCN2 HOWARD_MONOCYTE_INACT_MONOV_INFLUENZA_A_INDONESIA_05_2005_H5N1_AGE_18_49YO_1DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOWARD_MONOCYTE_INACT_MONOV_INFLUENZA_A_INDONESIA_05_2005_H5N1_AGE_18_49YO_1DY_DN AFF3 AZU1 C16orf74 C1orf127 CD2 CDCA7 CKB COL9A2 COLEC12 CTSF DTNA ESAM FCER1A FCGBP GATM HSPG2 IL1R1 ITGA9 KCNJ5-AS1 KLHL30 LGI4 LPL MYB PCGF2 PLD4 PRPF31 PRRT4 QPRT SIDT1 SNAI1 SNORA66 SPNS3 SRGAP3 STARD13 SYT17 WFS1 ZNF519 HOWARD_MONOCYTE_INACT_MONOV_INFLUENZA_A_INDONESIA_05_2005_H5N1_AGE_18_49YO_1DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOWARD_MONOCYTE_INACT_MONOV_INFLUENZA_A_INDONESIA_05_2005_H5N1_AGE_18_49YO_1DY_UP AANAT ACSL1 ADAMTS10 ADAMTSL4-AS1 ADARB1 ADCY3 ADGRV1 ADM AIM2 ALOX15B AMIGO2 ANKRD22 ANXA9 APOBEC3A APOBEC3B APOBEC3F APOL1 APOL2 APOL3 APOL4 APOL6 AQP9 ARID5B ASAP2 ATP1B2 AVPI1 BATF2 BCL2A1 BMAL2 BRCA2 C2 C21orf58 CALHM6 CAMK2D CARD17P CASP5 CASP7 CCL2 CD1E CD274 CD38 CD40 CD69 CD7 CD9 CDCP1 CDHR5 CDK5R1 CETP CFB CLEC17A CLU CMPK2 CTSL CUL1 CXCL10 CXCR2P1 CYP4F22 DDX60 DES DOC2A DTX3L DUSP5 DYSF ENPP2 EPSTI1 ETV7 EXOC3L1 FAM157A FAM20A FAM225A FAM89A FANCL FBXO24 FBXO6 FCGR1A FCGR1BP FCGR2B FCRL6 FFAR2 FILIP1L FPR2 FRMD3 GAS6 GBP1 GBP1P1 GBP2 GBP3 GBP4 GBP5 GCH1 GFRA2 GNG10 GPC2 GPR84 GVINP1 H2BC18 HAPLN3 HERC5 HIC1 HIVEP2 HLA-DOB HP HSPA6 IDO1 IFI35 IFI44 IFI44L IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 IFITM3 IGF2BP3 IGHEP2 IL12RB1 IL15RA IL27 IL31RA IRF1 IRF1-AS1 IRF7 ISG15 ISG20 JAK3 KCNJ15 KIFC3 KLHDC7B KREMEN1 KRT80 LAP3 LGALS3BP LIMK2 LMNA LMNB1 LMTK2 MAP3K7CL METAP1D MIR21 MRPS18AP1 MT2A MTND6P5 MUC1 MYOF NAMPT NEXN NLRC5 NR1D1 OAS2 OAS3 OASL ODF3B OLIG1 OPTN ORC6 OXR1 P2RY12 PARP14 PARP9 PCED1B PFKFB3 PIM1 PITPNM2 PLAAT4 PLAC8 PLEKHG6 PML PPARGC1A PRDM11 PRICKLE1 PROS1 PRR5L PRRT2 PRSS21 PSMB9 PSME2 PSME2P2 PSTPIP2 RAB20 RASL11A RHOBTB3 RIMKLB RNF213 RNU7-40P RSAD2 RTP4 SAMD4A SAMD9 SAMD9L SCO2 SDC3 SECTM1 SEMA6B SEPTIN14 SEPTIN4 SERPINF1 SERPING1 SLAMF7 SLAMF8 SLC39A8 SLC6A12 SMTNL1 SOCS3 SOX12 SP140 STAMBPL1 STAT1 STAT2 STOM STX11 TAP1 TAP2 TCN2 TGM2 TIFA TNFAIP6 TNFSF10 TRANK1 TRPC2 TYMP UBE2L6 VAMP5 VPS9D1 VSIG2 WARS1 XAF1 XKR8 XRN1 ZBP1 ZNF702P HOWARD_NEUTROPHIL_INACT_MONOV_INFLUENZA_A_INDONESIA_05_2005_H5N1_AGE_18_49YO_1DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOWARD_NEUTROPHIL_INACT_MONOV_INFLUENZA_A_INDONESIA_05_2005_H5N1_AGE_18_49YO_1DY_DN ABCC5 ABHD12 ABTB3 ACACB ACBD6 ADAM15 ADRB2 ALDOC ANGPT1 ANGPT4 APOLD1 ARHGEF4 ARPIN ATG4C BIK C16orf74 CCND2 CD101 CD9 CEP85L CHST13 CRTC3 CTNNBIP1 CX3CR1 CXCL6 CXCL8 DCST1 DDX28 DGKG DTX4 EEIG2 EHMT2 EIF4EBP1 EPN2 FADS2 FCMR FDXR FLT1 FLYWCH1 GPR162 H2AX HDAC11 HEATR3 HIVEP3 HMOX1 HOMER3 ICMT IER5L IGSF23 IL9RP3 IRF2BP2 KBTBD11 KIT LLGL2 LPCAT4 MAST4 MAT2A MEAF6 MIF4GD MROH1 MVB12B MXI1 NRROS OLIG1 OSBPL5 PAQR4 PDK4 PHACTR1 PLCB1 PLCB3 PNKD POLR3K PPFIA4 PPM1H PRIMPOL PUS7 RASA3 RELL1 REX1BD RFLNB RNF125 RUBCNL SAMD1 SCCPDH SEMA6C SHISA4 SLC25A36 SLC25A40 SMYD3 SNRNP25 SOX13 SPINT1 SPNS2 SPP1 SYNE3 SYTL3 TAB1 TEF TESC TEX2 THRA TPP2 TRAPPC2L TSPAN13 UPB1 VWF XYLT1 XYLT2 ZMYND10 ZNF697 HOWARD_NEUTROPHIL_INACT_MONOV_INFLUENZA_A_INDONESIA_05_2005_H5N1_AGE_18_49YO_1DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOWARD_NEUTROPHIL_INACT_MONOV_INFLUENZA_A_INDONESIA_05_2005_H5N1_AGE_18_49YO_1DY_UP AANAT ACO1 ACSL5 AFF1 AGPAT3 AIM2 ANKRD22 ANO6 ANXA2R ANXA3 AP1AR APOBEC3C APOBEC3D APOBEC3F APOBEC3G APOL1 APOL2 APOL3 APOL4 APOL6 ARHGAP5 ARL2 ARMH1 ASPHD2 ATF3 ATP10D ATP1B3 ATR BAK1 BAK1P1 BATF BATF2 BLOC1S6 BPI BPNT1 BRCA2 BST2 BTLA BTN3A3 C12orf4 C19orf12 C22orf23 C3AR1 C4BPA C5 CACNA1A CACNA1E CALHM6 CAPNS2 CARD16 CARD17P CASP5 CASP7 CASZ1 CCRL2 CD22 CD274 CD2AP CD59 CD69 CD7 CD74 CEACAM1 CETP CFAP410 CGAS CIITA CISH CLEC5A CMAHP CMC2 CMPK2 CMTR1 CNDP2 CNIH4 CNTRL CPNE5 CREB3L2 CREG1 CTRL CTSA DDIAS DDX21 DDX51 DDX60 DDX60L DENND1A DEXI DHX58 DNAJC1 DNPEP DOCK4 DTNBP1 DTX3L DUSP5 ECHS1 EFCAB2 EIF2AK2 EIF4G3 EMC9 ENTPD6 EPB41L5 EPG5 EPSTI1 ERAP2 ERI1 ERLIN1 ETV7 EXOC3L1 EZH2 FAM111A FAM135A FAM241A FANCA FANCL FBXO6 FCER2 FCGR1A FCGR1BP FCRL2 FLT3LG FRMD3 FRMD4B FZD5 GADD45B GADD45G GALM GAS8 GBP1 GBP1P1 GBP2 GBP3 GBP4 GBP5 GBP6 GCH1 GIMAP1 GIMAP2 GLS GPR65 GRAMD1B GRINA GRIP1 GSDMD GSTK1 GSTO1 GVINP1 GYPC H2BC18 HEBP1 HELB HERC5 HERC6 HLA-DMA HLA-DMB HLA-DOB HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB5 HLA-K ICAM1 ID3 IDO1 IFI16 IFI30 IFI35 IFI44 IFI44L IFI6 IFIH1 IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 IFITM3 IGF2BP3 IGFLR1 IKZF4 IL12RB1 IL15RA IL18R1 IRAK2 IRF1 IRF1-AS1 IRF7 IRF9 ISG15 ISG20 ITPRIPL2 KARS1 KCNJ15 KDSR KIAA0930 KIF24 KLF4 KLF5 KLHDC7B KPTN KREMEN1 LACTB LAMP3 LAP3 LHFPL2 LIMK1 LIPA LIPM LMTK2 LOXL1 LPCAT2 LY6E MAFF MATCAP1 MDK MED12L MICALL1 MICB MITD1 MOV10 MR1 MRPL44 MSRB2 MT2A MTHFD2 MVB12A MX1 N4BP2L1 NAA15 NAPA NASP NCOA7 NDUFA9 NLRC5 NOD1 NOD2 NOL10 NPC2 NRADDP NRN1 NT5C3A NUB1 NUCB1 NUP205 OAS1 OAS2 OAS3 OASL ODF3B P2RY14 PAN2 PARP10 PARP11 PARP12 PARP14 PARP9 PCED1B PCGF5 PCK2 PDCD1LG2 PDE4B PI4K2B PIK3AP1 PLAAT4 PLSCR1 PLSCR2 PML POLB PPM1K PPP1R2P1 PPP2R5B PRR5L PRRG4 PSMB10 PSMB8 PSMB9 PSME1 PSME2 PSME2P2 PSTPIP2 PUS3 RAB20 RANGAP1 RASGRP3 RBCK1 RBM43 RCVRN REC8 RFX5 RHBDF2 RHOC RHOH RIGI RILP RIPK2 RMI2 RNASEH2B RNF144A RNF213 RNF43 RPS2P5 RSAD2 RSPH9 RTP4 SAMD9L SAMHD1 SCARF1 SCO2 SCRN1 SECTM1 SELENOI SEPHS2 SEPTIN4 SERPINB6 SERPINB9 SERPING1 SESTD1 SH3PXD2A SIAH2 SLAMF7 SLC25A22 SLC25A28 SLC26A8 SLC43A3 SLFN5 SLK SMCO4 SMTNL1 SNX20 SOCS1 SORT1 SP140 SPATS2L SPHK1 SPTSSA SRBD1 SSB STAMBPL1 STAT1 STAT2 STK3 STN1 STOM STOML1 STX11 STX17 TAP1 TAP2 TARBP1 TARS1 TBC1D8 TFEC TIFA TIMM10 TLDC2 TLR5 TMEM229B TMEM268 TMEM272 TMEM62 TMSB10 TNFAIP6 TNFSF13B TRAFD1 TRIM21 TRIM22 TRIM38 TRIM5 TRIM6 TRIM69 TSPAN17 TTC26 TTC39B TYMP UBE2L6 UBR1 USP30 USP42 VAMP5 VAT1 VPS13C VPS9D1 VRK2 WARS1 WDFY1 WDR86 WHRN XAF1 XRN1 ZBP1 ZC3H7B ZC3HAV1 ZCCHC2 ZNF496 HOWARD_NEUTROPHIL_INACT_MONOV_INFLUENZA_A_INDONESIA_05_2005_H5N1_AGE_18_49YO_3DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOWARD_NEUTROPHIL_INACT_MONOV_INFLUENZA_A_INDONESIA_05_2005_H5N1_AGE_18_49YO_3DY_DN ANKRD37 DDX21 MAP6 RAVER2 TSPAN13 TTYH2 TVP23A YBX3 HOWARD_NEUTROPHIL_INACT_MONOV_INFLUENZA_A_INDONESIA_05_2005_H5N1_AGE_18_49YO_3DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOWARD_NEUTROPHIL_INACT_MONOV_INFLUENZA_A_INDONESIA_05_2005_H5N1_AGE_18_49YO_3DY_UP ACO1 AGRN AIM2 APOBEC3D APOL3 BATF2 BST2 BTN2A3P BTN3A3 CARD17P CATSPER2 CD274 CD2AP CLMP CMAHP CMPK2 CMTR1 CREB3L2 CYB561 DDX60 DHX58 ECHDC2 EIF2AK2 EPSTI1 ETV7 EVL EXOC3L1 EXOSC9 FCGR1A FRMD3 GALM GBP1 GBP3 GBP4 GBP5 GBP6 GCH1 GIMAP1 GIMAP2 GRAMD1B HERC5 HERC6 HLA-DRA IFI35 IFI44 IFI44L IFI6 IFIH1 IFIT1 IFIT2 IFIT3 IFIT5 IFITM3 ISG15 KIAA1958 KLHDC7B LAMP3 LAP3 LHFPL2 LIPA LPAR6 LY6E MATCAP1 MDN1 MOV10 MT2A MX1 OAS1 OAS2 OAS3 OASL P2RY14 PARP10 PARP12 PARP14 PCK2 PLPP6 PLSCR1 PNPT1 PPM1K PRPF31 RHOC RHPN1 RNF144A RSAD2 RTP4 SAMD9L SAMHD1 SCARB2 SERPING1 SESTD1 SIGLEC1 SLFN13 SLFN5 SMTNL1 SP140 SPATS2L STOML1 TFEC TIMM10 TLDC2 TMEM268 TMEM62 TNIK TREX1 TRIB2 TRIM14 TRIM22 TRIM5 TRIM6 USP18 VAMP5 WDR86 XAF1 ZBP1 ZCCHC2 ZNF496 ZNF680 ZSWIM3 HOWARD_NK_CELL_INACT_MONOV_INFLUENZA_A_INDONESIA_05_2005_H5N1_AGE_18_49YO_1DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOWARD_NK_CELL_INACT_MONOV_INFLUENZA_A_INDONESIA_05_2005_H5N1_AGE_18_49YO_1DY_UP CCR3 CETP CMPK2 CSF1 DERL3 EPAS1 EPSTI1 ETV7 GBP1 HAPLN3 IFI44L IFIT3 IRF1 MIR9-1HG MTHFD1L OAS3 ODF3B PARP9 PRPF31 STAT1 TYMP HOWARD_NK_CELL_INACT_MONOV_INFLUENZA_A_INDONESIA_05_2005_H5N1_AGE_18_49YO_28DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOWARD_NK_CELL_INACT_MONOV_INFLUENZA_A_INDONESIA_05_2005_H5N1_AGE_18_49YO_28DY_DN ACP3 ADGRD1 AHR ALCAM ANXA5 ARHGEF11 ARHGEF40 ATP6V0A1 BMF C19orf38 CACNA2D3 CARD9 CD1C CD33 CIITA CLEC4A CST3 CTSH CYP2S1 EMILIN2 EMP1 ENHO FAM20C FCER1A FGD2 GABBR1 GAPT GCA GRN HLA-DMB HLA-DPA1 HLA-DQB1 HLA-DRA HLA-DRB1 HPSE IFI30 IFNGR2 IGSF6 JAML JUP KCNC3 KCNMB1 LILRA2 LRRK1 LY86 MARCHF1 MYOF NIBAN2 NOD2 OSCAR PRPF31 RAB34 SEMA3C SEMA4A SIGLEC5 SLC15A3 SLC37A2 SLC8A1 SULF2 TIMP2 TNFAIP2 ZNF385A HOWARD_NK_CELL_INACT_MONOV_INFLUENZA_A_INDONESIA_05_2005_H5N1_AGE_18_49YO_3DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOWARD_NK_CELL_INACT_MONOV_INFLUENZA_A_INDONESIA_05_2005_H5N1_AGE_18_49YO_3DY_UP ANLN APOBEC3B ASF1B ASPM AURKB BIRC5 BRCA2 BUB1 BUB1B CCNA2 CCNE1 CDC20 CDC25A CDCA2 CDCA5 CDCA8 CDK1 CENPE CENPF CENPM CENPU CKAP2L DLGAP5 DTL E2F1 E2F2 E2F7 E2F8 ESCO2 ESPL1 FAM111B GTSE1 HJURP KIF14 KIF15 KIF18A KIF18B KIF20A KIF23 KIF2C KIFC1 KNL1 MCM10 MCM4 MKI67 MYBL2 NCAPG NCAPH NUSAP1 PAQR4 PIMREG PKMYT1 POLQ PRPF31 PRR11 RRM2 SAPCD2 SKA3 STMN1 TICRR TK1 TOP2A TPX2 TROAP TYMS UBE2C UBE2T ZWINT HOWARD_PBMC_INACT_MONOV_INFLUENZA_A_INDONESIA_05_2005_H5N1_AGE_19_39YO_AS03_ADJUVANT_VS_BUFFER_1DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOWARD_PBMC_INACT_MONOV_INFLUENZA_A_INDONESIA_05_2005_H5N1_AGE_19_39YO_AS03_ADJUVANT_VS_BUFFER_1DY_DN ADAMTS7 ATG9B ATP13A4 C2orf27A CACNA1I CHD5 COL5A1 COL5A3 CYP4F12 DPEP3 FXYD2 GSDMA HEATR9 HSPG2 IL23R KCNJ5-AS1 LINC00612 LMO7-AS1 MFGE8 MIR635 MMP15 NDRG4 NOG NRCAM OCM SHANK1 SPRY1 SPRY2 STYK1 SYT17 TNNC1 TPBG TRBJ2-4 TRIM74 ZNF890P HOWARD_PBMC_INACT_MONOV_INFLUENZA_A_INDONESIA_05_2005_H5N1_AGE_19_39YO_AS03_ADJUVANT_VS_BUFFER_1DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOWARD_PBMC_INACT_MONOV_INFLUENZA_A_INDONESIA_05_2005_H5N1_AGE_19_39YO_AS03_ADJUVANT_VS_BUFFER_1DY_UP AANAT ACP3 ACSL1 ACVRL1 ADAM9 ADAMTSL4 ADAP2 ADM ADPRH AIF1 AIM2 AK4 ALDH1A1 ANKRD22 ANKRD34B ANO5 APOBEC3A APOBEC3B APOL1 APOL2 APOL3 APOL4 APOL6 AQP9 ASAP2 ASGR2 ATF3 ATF5 ATP6V1B2 BACH1 BATF2 BATF3 BCL2A1 BCL3 BCL6 BEST1 BLVRA BMAL2 BST1 C1DP1 C1QA C1QB C2 C3AR1 CALHM6 CARD16 CARD17P CASP1 CASP5 CASP7 CCDC149 CCR1 CCR2 CCRL2 CD14 CD274 CD300E CD36 CD38 CDC42EP2 CDCP1 CDHR5 CDKN1A CES1 CHST15 CLEC4D CLEC4E CLEC4G CLEC5A CLEC6A CMPK2 COX17P1 CREB5 CRISPLD2 CTSB CTSL CTSS CXCL10 CXCL16 CXCR2P1 CYP1B1 CYP1B1-AS1 CYP27A1 DDO DDX60 DHRS9 DMXL2 DOCK4 DPYD DRAM1 DSC2 DSE DTX3L DUSP1 DUSP3 DUSP6 DYSF EGR2 EGR3 EMILIN2 EPB41L3 EPSTI1 ETV7 EXOC3L1 EXT1 FAM110B FAM151B FAM157B FAM20A FAM20C FAM241A FAM72A FBXO6 FCAR FCER1G FCGR1A FCGR1BP FCGR2A FCGR2C FCN1 FFAR2 FGD4 FGL2 FOS FPR1 FPR2 FRMD3 FZD5 GASK1B GBP1 GBP1P1 GBP2 GBP3 GBP4 GBP5 GCA GCH1 GLT1D1 GLUL GM2A GNB4 GNG10 GPBAR1 GPR84 GPRC5C GRINA H2BC18 HBEGF HCAR2 HCK HERC5 HLA-DQB1-AS1 HLX HORMAD1 HP HSPA6 HSPA7 ICAM1 IDO1 IFI30 IFI35 IFI44 IFI44L IFI6 IFIH1 IFIT1 IFIT2 IFIT3 IFITM3 IFNGR2 IGF2BP3 IGSF6 IL15 IL15RA IL1B IL1RN IL27 IL31RA IL4I1 IRAG1 IRF1 IRF7 ISG15 ITPRIPL2 JAK2 KCNJ15 KCNJ2 KCTD12 KLF4 KREMEN1 KYNU LACTB LAMP3 LAP3 LHFPL2 LILRA1 LILRA3 LILRA5 LILRA6 LILRB1 LILRB2 LILRB3 LILRB4 LILRB5 LINC00482 LIPN LMNB1 LMO2 LPCAT2 LRG1 LRRC4 LRRK2 LTBR LYN LYZ MAFB MARCKS MARCO MCEMP1 MCTP1 MEFV MEGF9 MIR22HG MNDA MORN2 MPEG1 MPZL2 MS4A4A MSR1 MSRB1 MT2A MTHFD2 MUC1 MX1 MYOF NAMPT NAMPTP1 NCF1 NCF1B NCF1C NECTIN2 NEXN NFAM1 NFIX NGFR NHSL1 NLRC4 NLRP3 NMI NOD2 NPC2 OAS1 OAS2 OAS3 OASL ODF3B OPLAH P2RX7 P2RY12 P2RY13 PARP14 PARP9 PFKFB3 PKHD1L1 PKMYT1 PLA2G4A PLA2G7 PLBD1 PLEKHG6 PLEKHO1 PLSCR1 PLXDC2 PLXNC1 PRLR PRRG4 PSMA4 PSMB9 PSME2 PSME2P2 PSTPIP2 RAB20 RAB31 RAB39A RASGEF1B RBM47 RGS1 RHOQP3 RNF217 RSAD2 RTP4 RUFY4 S100A12 S100A8 S100A9 SAMD4A SAMD9L SBNO2 SCARB2 SCARF1 SCIMP SCO2 SDC3 SDSL SECTM1 SEMA6B SEPTIN4 SERPINA1 SERPING1 SH3PXD2B SHTN1 SIGLEC1 SIGLEC11 SIGLEC16 SLAMF8 SLC1A3 SLC22A16 SLC24A4 SLC31A1 SLC31A2 SLC46A2 SLC49A3 SLC6A12 SLC8A1 SMAD1 SMCO4 SMTNL1 SNX10 SOCS3 SOD2 SORT1 SQOR SRC SRGN STAT1 STAT2 STEAP4 STK32B STX11 TAP1 TCN2 TDRD6 TFEC TGM2 TLR1 TLR2 TLR4 TMEM106A TMEM150B TMEM176A TMEM176B TMEM51 TMTC1 TNFAIP2 TNFAIP6 TNFSF10 TNFSF13B TRAFD1 TREM1 TRIB1 TRPV4 TYMP UBE2D1 UBE2L6 VAMP5 VCAN VDR VRK2 WARS1 WDFY3 WDFY3-AS2 WDR49 XAF1 XKR8 ZEB2-AS1 ZMYND15 ZNF702P ZNF703 HOWARD_T_CELL_INACT_MONOV_INFLUENZA_A_INDONESIA_05_2005_H5N1_AGE_18_49YO_1DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOWARD_T_CELL_INACT_MONOV_INFLUENZA_A_INDONESIA_05_2005_H5N1_AGE_18_49YO_1DY_UP ACOT7 APOL6 BCL3 CD38 CEACAM1 CETP CMPK2 CSF1 DTX3L EPSTI1 ETV7 FBXO6 GBP1 GBP2 GBP4 GBP5 ICAM1 IFI30 IFI35 IFI44 IFI44L IFIT3 IRF1 IRF8 MUC1 NFIX OAS1 ODF3B PARP9 PRPF31 RGS1 RSAD2 SAMD4A SAMD9L SMTNL1 SOCS3 STAT1 TNFSF13B TRAFD1 TYMP UBE2L6 XAF1 KANNAN_BLOOD_2012_2013_TIV_AGE_65PLS_REVACCINATED_IN_6_9_MO_VS_REVACCINATED_IN_12_13_MOS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KANNAN_BLOOD_2012_2013_TIV_AGE_65PLS_REVACCINATED_IN_6_9_MO_VS_REVACCINATED_IN_12_13_MOS_DN AAMDC ABAT ABCG1 ACP2 ADAT1 ADSS2 AGAP6 AGO3 AKAP13 ALDH2 ALDOA AMY1B ANKZF1 ANXA11 ANXA2P1 AP1B1 APLP2 APOBR ARHGAP30 ARHGAP9 ARNT ARPIN ARRDC3 ASH2L ASTN2-AS1 ATF1 ATG13 ATG4B ATP6V0B ATP6V0D1 BCL7B BCLAF1 BICRAL BIN2 BIN3 BLTP2 BRD1 BRD7 BST2 BTK C2orf68 CALCOCO1 CALHM2 CAPG CAPNS1 CAPRIN1 CARS1 CARS2 CAST CATSPER2 CBX4 CCS CCT6A CCT7 CD14 CD163 CD63 CD99L2 CDC123 CDK5RAP3 CDKN1C CDYL CEP19 CFP CNPY3 COL4A2 COMT CORO1C CPPED1 CPVL CSF2RA CSGALNACT2 CSNK1D CTBP1 CTDP1 CTNNA1 CXCL16 CYP51A1 DCAF6 DDX19A DDX19B DHX9 DIP2A DMC1 DNTTIP1 DTWD2 DTX2 DUSP22 ECHDC3 EGLN2 EIF4G2 EPB41L3 ERGIC1 EWSR1 FAM193A FAM238B FAM86KP FAR2 FBXO38 FBXO44 FCGR2B FCGR3A FCGR3B FKTN FRA10AC1 FTH1 FYN GALNT10 GALNT3 GAPDH GBA2 GIT2 GLE1 GNAI2 GNB2 GRIPAP1 GRN GTF2H1 H3-5 H3C13 H6PD HADHB HAL HERPUD2 HIF1A HLA-F HNRNPA3 HNRNPAB HNRNPCL3 HNRNPK HPSE HSF1 HSPA1A HSPA4 HTRA2 IDS IFFO1 IL10RB IL16 IL18 ILK IQSEC1 ITGB1BP1 ITPK1 KDELR1 KEAP1 KIAA0319L KIAA2026 KIR2DL3 KLF4 KLF6 KLHL18 KRT23 LAPTM5 LILRB3 LINC01018 LINC01720 LLPH LMAN2 LMO4 LMOD3 LRRC25 LRRK1 LRTOMT LSM6 LSP1 MACO1 MACROH2A1 MAPK14 MARCO MARS1 MAZ MCMDC2 ME2 MED8 MFF MGAM MGAM2 MIGA1 MILR1 MINDY2 MPLKIP MTMR3 MTMR4 NBPF3 NCF4 NCOA1 NDRG3 NDUFA10 NDUFB9 NDUFS2 NFYA NFYC NLRP1 NLRP12 NPLOC4 NUBPL NUDT22 NUP62 ORAI2 ORAI3 OS9 OTX1 PABPC3 PATE2 PATL2 PBXIP1 PGAM1 PGAM4 PHAX PHC3 PHRF1 PI4KAP1 PID1 PIGS PKM PLAUR PMS2CL PNPT1 POLR2J3 POTEF POTEM PPFIBP2 PPP1CA PPP1R12B PRAM1 PRCP PRKCB PRKCZ PRKD2 PRKDC PRR5 PRXL2A PSEN1 PSMB8 PSMC4 PSPC1 PTPRA PXN QKI R3HDM1 RABL6 RAD51 RAE1 RANGRF RASSF5 RBM4 RBP2 RDH10 REL RELA RERE RGL2 RMC1 RNF130 RNF135 RNF180 RNF213 RPN2 RPP38 RTN3 RTN4 SCN11A SEC13 SEC23B SEC24D SERPINA1 SETD3 SF1 SLBP SLC25A20 SLC25A51 SLC2A14 SLC35E1 SLC7A7 SLC9A8 SMAP1 SNORD22 SNRNP35 SORD SP110 SPG11 SPG21 SPPL3 SPTLC1 SQOR SRPK2 STAB1 STAT3 STK32B STX5 STYXL1 SULF2 SULT1A2 SULT1A3 SUOX SYAP1 SYK TADA2A TCHP TCP1 TDRD1 TECPR2 TERF2IP TFEB TIMM23 TLR1 TM9SF1 TMEM69 TNFAIP2 TNFRSF8 TOB2 TOR3A TP53INP2 TRGV5 TRIM27 TRO TSPAN14 TTC9C TTF1 TUBA1A TUBA1C TXNL1 U2AF1 UBE4B UGGT1 UIMC1 USP4 USP48 USP49 VAC14 VKORC1 VPS18 VPS41 WASF2 WDR1 WDR5 WDR82 WNK1 ZC3H7A ZMYND15 ZNF557 KANNAN_BLOOD_2012_2013_TIV_AGE_65PLS_REVACCINATED_IN_6_9_MO_VS_REVACCINATED_IN_12_13_MO_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KANNAN_BLOOD_2012_2013_TIV_AGE_65PLS_REVACCINATED_IN_6_9_MO_VS_REVACCINATED_IN_12_13_MO_UP ADM2 ADO AHNAK2 AK3 ARHGEF6 ARMC8 ATP5PD ATP6AP1L ATXN10 ATXN1L BCL11B C11orf96 C12orf57 C19orf53 C1orf54 C5orf47 CAMKMT CAMLG CAPS CCDC59 CD28 CDC40 CEBPZ CENPX CEP41 CFAP74 CLDND1 CLTCL1 CNGA3 CNKSR1 COIL COMMD3 COX6C CPM CRB3 CSE1L CSNK1A1 CT55 CUL2 CYP4X1 DENND1B DENND4C DGCR6 DHCR7 DIRAS2 DLX4 DMAC1 DNAJC15 DOCK10 DPH5 DPP7 DYNC1LI2 EEF1B2 EIF2S1 EIF3E EIF3H ELOVL4 FAM86B2 FBXO5 FCGR3A FEM1C FIBCD1 FKBP10 FOXD4 GNAT1 GOLGA8B GPR183 GRPEL2 GTF3A H1-1 H1-3 HACD3 HCAR3 HMGCS1 HNRNPU HOXD3 HS6ST3 HSPE1 HSPG2 ICOS IFT46 IL11RA IL17C IMPG2 INTS6 IPO11 IQCM ITK ITM2A KCTD3 KLHL5 KRTAP10-11 KRTAP5-1 KSR2 LEPROTL1 LINC01554 LINC01931 LINC02346 LINC02538 LSM3 LSM7 LYRM7 MAT2A MICOS13 MIS12 MMGT1 MOB2 MOSPD3 MRPL3 MTERF3 MTFR2 NAE1 NAIP NAP1L1 NAPEPLD NDUFAF2 NENF NNAT NOSIP NOTO NRG3 NSG2 NUDT6 NUP155 OR2W5P OR51M1 OXLD1 PAICS PATE1 PBX4 PCSK1N PER2 PLD6 PLEKHA1 PLPP6 POLR2H PPIL3 PRKAA1 PRRT1 PTGR2 RALA RASGRP1 RBM12 RBM15 RD3 RGS12 RND2 RO60 RPL10A RPL17 RPL18A RPL24 RPL3 RPL35A RPL38 RPL6 RPLP0 RPP40 RPS3 RPS3A RPS6 RSBN1 SC5D SCN11A SCNN1B SECISBP2L SERBP1 SLC13A3 SLC16A2 SLC30A3 SLC30A7 SLC7A6 SMIM11 SNHG29 SNHG32 SNHG6 SNORA49 SOX8 SPDYE3 SRP72 SRSF6 SRSF7 STMN3 STYX SULT2B1 SUZ12 TARDBP TDG TMEM126B TMEM145 TMEM256 TMEM41B TMEM67 TMEM80 TOP3B TRAT1 TRIB2 TRIM4 TRIM73 TRIML1 UBE2E1 UBE2G2 UBE2Q2 UBP1 UMODL1-AS1 USP16 USP24 USP37 UXT VSX2 WDR36 WDR75 XPO4 ZBTB33 ZFAND2A ZFC3H1 ZFP91 ZMYND11 ZNF26 ZNF484 ZNF491 ZNF512B ZNF566 ZNF816 ZSWIM7 ZZZ3 KAZMIN_PBMC_P_FALCIPARUM_RTSS_AS01_AGE_UNKNOWN_CORRELATED_WITH_PROTECTION_56DY_NEGATIVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KAZMIN_PBMC_P_FALCIPARUM_RTSS_AS01_AGE_UNKNOWN_CORRELATED_WITH_PROTECTION_56DY_NEGATIVE ADGRG1 ARL4C CCL5 CD244 CD247 CD7 CD96 CLIC3 CST7 GIMAP7 GNLY GZMA GZMB GZMH GZMM HOPX IL18RAP IL2RB KIR2DL1 KIR2DL2 KIR2DL3 KIR2DL4 KIR2DL5A KIR2DS1 KIR2DS2 KIR2DS3 KIR2DS5 KIR3DL1 KIR3DL3 KLRB1 KLRC1 KLRD1 KLRF1 KLRK1 MYBL1 NKG7 PRF1 PRKCQ PTGDR PVRIG RORA S1PR5 SAMD3 SH2D2A STAT4 TBX21 TGFBR3 XCL2 ZAP70 KAZMIN_PBMC_P_FALCIPARUM_RTSS_AS01_AGE_UNKNOWN_CORRELATED_WITH_PROTECTION_56DY_POSITIVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KAZMIN_PBMC_P_FALCIPARUM_RTSS_AS01_AGE_UNKNOWN_CORRELATED_WITH_PROTECTION_56DY_POSITIVE CARD11 FASLG FCGR3B PLEKHF1 PRKCH TARP KAZMIN_PBMC_P_FALCIPARUM_RTSS_AS01_UNKN_AGE_IMM_WITH_ARR_VS_IMM_BY_RRR_PRIMARY_IMMUNIZ_WITH_RECOMB_ADENOVIRUS_35_1DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KAZMIN_PBMC_P_FALCIPARUM_RTSS_AS01_UNKN_AGE_IMM_WITH_ARR_VS_IMM_BY_RRR_PRIMARY_IMMUNIZ_WITH_RECOMB_ADENOVIRUS_35_1DY_UP EPHB2 HESX1 IFI27 IFI44L IFI6 LGALS3BP LINC00487 LY6E SERPING1 SIGLEC1 KENNEDY_PBMC_DRYVAX_AGE_18_40YO_STIMULATED_VS_UNSTIMULATED_1_TO_48MO_TOP_DEG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KENNEDY_PBMC_DRYVAX_AGE_18_40YO_STIMULATED_VS_UNSTIMULATED_1_TO_48MO_TOP_DEG_DN ADORA3 APOC2 ARNT2 ARPIN BMP3 C4BPB CD14 CHST6 CXCL6 DCANP1 GPBAR1 GPR84 HAMP HNMT IL18 KCNJ10 LAMP5 MFAP5 MPEG1 MYEOV NDP OPRL1 PDCD1LG2 PDPN PRSS50 PTGES S100A8 S100A9 SEMA3A SIRPB2 SIRPD SYT15 THBS1 TREML4 XCR1 KENNEDY_PBMC_DRYVAX_AGE_18_50YO_STIMULATED_VS_UNSTIMULATED_1_TO_48MO_TOP_DEG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KENNEDY_PBMC_DRYVAX_AGE_18_50YO_STIMULATED_VS_UNSTIMULATED_1_TO_48MO_TOP_DEG_UP CH25H EPHB3 H1-3 H1-4 H2AC17 H2AC20 H2AC8 H2BC15 H2BC8 H4C16 H4C3 H4C5 H4C8 HSPA4L HSPA6 IFNB1 IFNG IL3 LVRN RNF152 TNFRSF10D WFIKKN1 LI_PBMC_MENACTRA_AGE_18_45YO_7DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_PBMC_MENACTRA_AGE_18_45YO_7DY_UP FCRL5 HSP90B1 IGHD IGHE IGHG1 IGHG3 IGLL1 IGLV2-14 JCHAIN PDIA6 TNFRSF13B TNFRSF17 TXNDC5 LI_PBMC_MENACTRA_AGE_18_45YO_ANTI_DT_ANTIBODY_CORRELATION_PROFILE_3DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_PBMC_MENACTRA_AGE_18_45YO_ANTI_DT_ANTIBODY_CORRELATION_PROFILE_3DY_DN A2M C1QC C1R C1S C2 C3 C7 CCL20 CFH CXCL8 GPX1 IFNA14 IL1B IL6 IMPG2 LAMC2 PRL PTX3 TNR LI_PBMC_MENACTRA_AGE_18_45YO_ANTI_DT_ANTIBODY_CORRELATION_PROFILE_3DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_PBMC_MENACTRA_AGE_18_45YO_ANTI_DT_ANTIBODY_CORRELATION_PROFILE_3DY_UP ADAMTS20 ARRB2 C3AR1 C5AR1 CARD9 CCRL2 CFB CFD CFI COL8A1 CR1 FCER1G IFNA10 IFNA16 IFNA2 IFNA21 IFNA5 IFNA7 IFNA8 IL1A ITGB4 SFN ST14 STAB1 TBC1D8 TLR4 TYROBP LI_PBMC_MENACTRA_AGE_18_45YO_ANTI_POLYSACCHARIDE_ANTIBODY_CORRELATION_PROFILE_3DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_PBMC_MENACTRA_AGE_18_45YO_ANTI_POLYSACCHARIDE_ANTIBODY_CORRELATION_PROFILE_3DY_DN A2M AMER2 C7 CFB CFH IFNA10 IFNA21 IFNA7 IFNA8 IL1A IMPG2 ITGB4 MMP12 PRL STAB1 TNR LI_PBMC_MENACTRA_AGE_18_45YO_ANTI_POLYSACCHARIDE_ANTIBODY_CORRELATION_PROFILE_3DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_PBMC_MENACTRA_AGE_18_45YO_ANTI_POLYSACCHARIDE_ANTIBODY_CORRELATION_PROFILE_3DY_UP AIF1 APOBR C1QA C1QB C1R C2 C3 C3AR1 C5AR1 CARD9 CCL20 CCRL2 CFD CFI CXCL8 FCER1G FGF5 GPX1 IFNA16 IFNA2 IFNA21 IFNA4 IL1B IL6 LHCGR PTX3 SERPING1 ST14 TBC1D8 TLR4 TNF TYROBP LI_PBMC_MENACTRA_AGE_18_45YO_CORRELATED_WITH_ANTI_DT_ANTIBODY_3DY_NEGATIVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_PBMC_MENACTRA_AGE_18_45YO_CORRELATED_WITH_ANTI_DT_ANTIBODY_3DY_NEGATIVE BCL3 CCL20 CCL4 CCL5 CD4 CD80 CD83 CD9 CXCL2 CYP1B1 HLA-B HLA-DMA HLA-DQA1 ICAM1 IL1B IL1RN IL23A IL4I1 MAP3K8 NFKB2 PCTP PDE4B PLAUR RELB SERPINB9 STAT4 TNFAIP6 LI_PBMC_MENACTRA_AGE_18_45YO_CORRELATED_WITH_ANTI_DT_ANTIBODY_3DY_POSITIVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_PBMC_MENACTRA_AGE_18_45YO_CORRELATED_WITH_ANTI_DT_ANTIBODY_3DY_POSITIVE AGPAT1 ASGR1 ASPH CD1A CD1B CD1C CD1D CD74 CD86 CSF1R CSF2RA FAR2 FUT7 GCH1 HLA-A HLA-C HLA-DMB HLA-DPA1 HLA-DPB1 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB4 HLA-G HMOX1 HS3ST3B1 IFNG IL1R2 METTL7A NFKBID PLXDC2 PRKCD RIN2 RTN1 SAMSN1 SLAMF8 TBXAS1 TLR7 TLR8 TNFSF13B LI_PBMC_MENACTRA_AGE_18_45YO_CORRELATED_WITH_ANTI_POLYSACCHARIDE_ANTIBODY_3DY_NEGATIVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_PBMC_MENACTRA_AGE_18_45YO_CORRELATED_WITH_ANTI_POLYSACCHARIDE_ANTIBODY_3DY_NEGATIVE AP1S2 ASPH BCL3 CCN2 CD4 CD80 GPAT3 HLA-C HLA-DQB1 HS3ST3B1 IL1R1 IL1R2 IL23A ITPR3 SLC27A2 SLC40A1 STAT4 VCAM1 WDFY4 LI_PBMC_MENACTRA_AGE_18_45YO_CORRELATED_WITH_ANTI_POLYSACCHARIDE_ANTIBODY_3DY_POSITIVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_PBMC_MENACTRA_AGE_18_45YO_CORRELATED_WITH_ANTI_POLYSACCHARIDE_ANTIBODY_3DY_POSITIVE ASGR1 ASGR2 BCL6 CCL20 CCL4 CD1A CD1B CD1C CD1D CD83 CD86 CD9 CSF1R CSF2RA CXCL2 CYP1B1 EBI3 FAR2 FUT7 GCH1 HLA-A HLA-B HLA-DMA HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DRA HLA-DRB1 HLA-DRB4 HLA-E HLA-F HLA-G HMOX1 ICAM1 IFNG IL1B IL1RN IL4I1 MAP3K8 METTL7A NFKBID PCTP PDE4B PLAUR PLXDC2 PRKCD PTGS2 RELB RGL1 RIN2 RTN1 SAMSN1 SERPINB9 SLAMF8 TBXAS1 TLR7 TLR8 TNF TNFAIP6 TNFSF13B LI_PBMC_MENOMUNE_A_C_Y_W_135_AGE_18_45YO_3DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_PBMC_MENOMUNE_A_C_Y_W_135_AGE_18_45YO_3DY_DN A2M ADAMTS20 AIF1 C1S C3 C3AR1 CFD COL8A1 CR1 FGF5 IFNA16 IFNA21 IFNA5 IL6 ITGB4 PRL TBC1D8 TLR4 TNR LI_PBMC_MENOMUNE_A_C_Y_W_135_AGE_18_45YO_3DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_PBMC_MENOMUNE_A_C_Y_W_135_AGE_18_45YO_3DY_UP A2M AMER2 APOBR ARRB2 C1QA C1QB C1QC C2 C5AR1 CARD9 CCL20 CFB CFH CXCL8 GPX1 IFNA16 IFNA2 IFNA7 IL1A IL1B IMPG2 LAMC2 LHCGR MMP12 PTX3 SERPING1 SFN ST14 TNF LI_PBMC_MENOMUNE_A_C_Y_W_135_AGE_18_45YO_CORRELATED_WITH_ANTIBODY_RESPONSE_3DY_NEGATIVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_PBMC_MENOMUNE_A_C_Y_W_135_AGE_18_45YO_CORRELATED_WITH_ANTIBODY_RESPONSE_3DY_NEGATIVE ANPEP AP1S2 ASGR1 BCL6 CCL4 CCN2 CD1D CD86 CSF1R CYP1B1 FUT7 GPAT3 HLA-DQA1 HLA-F HS3ST3B1 IL4I1 METTL7A PRKCD RGL1 RIN2 SAMSN1 STAT4 TLR7 TLR8 TNFAIP6 LI_PBMC_MENOMUNE_A_C_Y_W_135_AGE_18_45YO_CORRELATED_WITH_ANTIBODY_RESPONSE_3DY_POSITIVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_PBMC_MENOMUNE_A_C_Y_W_135_AGE_18_45YO_CORRELATED_WITH_ANTIBODY_RESPONSE_3DY_POSITIVE ASPH ATP1B1 BCL3 CCL20 CCL5 CD1B CD1C CD4 CD74 CD80 CD83 CD9 CXCL2 EBI3 FAR2 HLA-A HLA-C HLA-DMA HLA-DPA1 HLA-DPB1 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-E HLA-G HMOX1 ICAM1 IFNG IL1B IL1R2 IL23A MAP3K8 NFKB2 NFKBID PCTP PDE4B PLAUR PLXDC2 PTGS2 SLAMF8 SLC27A2 TNF WDFY4 LI_PBMC_ZOSTAVAX_AGE_25_40_AND_60_79YO_1DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_PBMC_ZOSTAVAX_AGE_25_40_AND_60_79YO_1DY_UP CCL5 GZMH MYO6 PSPH S1PR5 SLC22A16 TARP LI_PBMC_ZOSTAVAX_AGE_25_40_AND_60_79YO_3DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_PBMC_ZOSTAVAX_AGE_25_40_AND_60_79YO_3DY_UP EGR1 ERAP2 IFI44L KDELR2 MX1 PDP1 PSPH MATSUMIYA_BLOOD_MODIFIED_VACCINIA_ANKARA_VACCINE_AGE_4_6MO_VACCINATED_VS_CANDIN_PLACEBO_BCG_PRIMED_1DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MATSUMIYA_BLOOD_MODIFIED_VACCINIA_ANKARA_VACCINE_AGE_4_6MO_VACCINATED_VS_CANDIN_PLACEBO_BCG_PRIMED_1DY_DN ARAP3 BBS2 BRI3BP COQ8A ESYT1 FCMR LINC00926 PCBP2 SGK1 VEZT ZNF395 MATSUMIYA_BLOOD_MODIFIED_VACCINIA_ANKARA_VACCINE_AGE_4_6MO_VACCINATED_VS_CANDIN_PLACEBO_BCG_PRIMED_1DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MATSUMIYA_BLOOD_MODIFIED_VACCINIA_ANKARA_VACCINE_AGE_4_6MO_VACCINATED_VS_CANDIN_PLACEBO_BCG_PRIMED_1DY_UP ANKRD22 CALHM6 CARD17P CASP1 CASP4 CXCL10 ETV7 GBP5 IDO1 MRPL44 MT1G PARP9 POMP UBE2L6 XRN1 MATSUMIYA_PBMC_MODIFIED_VACCINIA_ANKARA_VACCINE_AGE_18_55YO_2DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MATSUMIYA_PBMC_MODIFIED_VACCINIA_ANKARA_VACCINE_AGE_18_55YO_2DY_UP ACP2 APOBEC3A BCL2A1 BID BST2 C3AR1 CARD16 CASP1 CCL2 CCL3 CCL3L1 CCL4 CCL7 CCL8 CD68 CFD CTSL CXCL10 DNASE2 DRAM1 EIF2AK2 FCGR1A FCGR1BP FPR2 FPR3 GLMP ICAM1 IFI27 IFI35 IFI44 IFI44L IFI6 IFIH1 IFIT1 IFIT2 IFIT3 IFITM2 IFITM3 IL1A IL4I1 IL6 IRF9 ISG15 LGALS9 MARCO MX1 PARP9 PILRA PSMB9 PYCARD RNASE2 RSAD2 S100A8 S100A9 SERPING1 SLC15A3 SRC STAT1 TICAM2 TLR1 TLR6 TLR8 TNF TNFSF10 TYMP XAF1 MATSUMIYA_PBMC_MODIFIED_VACCINIA_ANKARA_VACCINE_AGE_18_55YO_HIGH_RESPONDERS_VS_LOW_RESPONDERS_0DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MATSUMIYA_PBMC_MODIFIED_VACCINIA_ANKARA_VACCINE_AGE_18_55YO_HIGH_RESPONDERS_VS_LOW_RESPONDERS_0DY_UP CD14 CD300LF FPR3 GAPT MGST1 NPL TICAM2 TLR1 ZMYND15 MATSUMIYA_PBMC_MODIFIED_VACCINIA_ANKARA_VACCINE_AGE_18_55YO_LOW_VS_HIGH_RESPONDERS_2DY_GO_T_CELL_ACTIV_AND_CO_STIM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MATSUMIYA_PBMC_MODIFIED_VACCINIA_ANKARA_VACCINE_AGE_18_55YO_LOW_VS_HIGH_RESPONDERS_2DY_GO_T_CELL_ACTIV_AND_CO_STIM_UP CD2 CD28 CD3D CD5 CTLA4 DNAJA3 IL2RA ITK STAT5B TRAT1 MATSUMIYA_PBMC_MODIFIED_VACCINIA_ANKARA_VACCINE_AGE_18_55YO_VACCINATED_VS_CONTROL_TREATED_IN_VITRO_WITH_MVA85A_6HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MATSUMIYA_PBMC_MODIFIED_VACCINIA_ANKARA_VACCINE_AGE_18_55YO_VACCINATED_VS_CONTROL_TREATED_IN_VITRO_WITH_MVA85A_6HR_UP ABCG4 ADAP1 ADM AGFG2 AK4 ANP32C ANPEP ANXA5 AP2B1 AQP9 ARMCX1 BAG3 BCL11A C15orf48 CCL2 CCL3L1 CD14 CD200 CD63 CD8B CDK14 COL11A2 CTSL CUX1 CXCL1 CYP1B1 DDR1 DNAJB5 DTNBP1 EXT1 EZH2 FAM170B FCGRT FGR FTL GET4 H4C4 HAX1 HLX IER3 IFNB1 IL1RN IL4I1 IRF2BPL ITGAX ITPRIPL2 KLF4 KYNU LSM12 LYL1 LYN MASP2 MFSD2A MRTFA MTMR11 NCF2 NECTIN2 NOTCH2NLA NR4A3 NUTF2 OR12D3 OR2A14 OSGEP P2RX4 PLAUR PLEK PLEKHA4 PMS2CL PPP3R1 PREP RANBP3L RBM47 RHOU RMRP RPP14 RRAD RSPRY1 SDC4 SLC2A1 SLC43A3 SLC7A5P2 SLX9 SOD2 SPRYD3 SRC STAT3 TAGLN TBC1D10A TGFBI THBS1 TP73-AS1 URB2 ZC3H12C ZNF395 MATSUMIYA_PBMC_MODIFIED_VACCINIA_ANKARA_VACCINE_AGE_18_55YO_VACCINATED_VS_CONTROL_TREATED_IN_VITRO_WITH_WILD_TYPE_MVA_6HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MATSUMIYA_PBMC_MODIFIED_VACCINIA_ANKARA_VACCINE_AGE_18_55YO_VACCINATED_VS_CONTROL_TREATED_IN_VITRO_WITH_WILD_TYPE_MVA_6HR_UP APPBP2 AQP12B BMX BRD3OS C2orf69 CCAR1 CEP41 CTH DNAL1 FAM220A GRB7 HELT ICE1 ICE2 KREMEN2 LMTK2 MBLAC2 MEI1 MIR574 MPLKIP NACA4P NOC4L OR14C36 OR4K15 PRIM2 RANBP2 RNASEH2B RNY3 SS18 TAF8 TEDC2-AS1 TGM5 TROAP ZNF385D MATSUMIYA_PBMC_MODIFIED_VACCINIA_ANKARA_VACCINE_AGE_4_6MO_BCG_PRIMED_28DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MATSUMIYA_PBMC_MODIFIED_VACCINIA_ANKARA_VACCINE_AGE_4_6MO_BCG_PRIMED_28DY_UP AIM2 ANKRD22 CXCL9 GBP1 GBP4 GBP5 PSME2 STAT1 TAP1 WARS1 MATSUMIYA_PBMC_MODIFIED_VACCINIA_ANKARA_VACCINE_AGE_4_6MO_VACCINATED_VS_CANDIN_PLACEBO_BCG_PRIMED_28DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MATSUMIYA_PBMC_MODIFIED_VACCINIA_ANKARA_VACCINE_AGE_4_6MO_VACCINATED_VS_CANDIN_PLACEBO_BCG_PRIMED_28DY_UP CCL8 CXCL10 CXCL9 FBXO6 GBP1 GBP4 IFI35 PARP9 STAT1 WARS1 NAKAYA_B_CELL_FLUARIX_FLUVIRIN_AGE_18_50YO_7DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAYA_B_CELL_FLUARIX_FLUVIRIN_AGE_18_50YO_7DY_DN ABCA1 ACIN1 ACTMAP ACTR1A AFF3 AGO1 AGO4 AGRN AKAP13 AMT ANAPC1 ANGEL2 ANKMY1 ANKRD11 APOL5 APPBP2 ARHGAP19 ARHGEF9 ARID1A ASS1 ATN1 BACE2 BACH2 BCL7B BHLHE40 BTBD7 BTN2A1 BTN3A1 CACYBP CAVIN1 CCDC25 CD164 CD302 CDADC1 CDC42EP3 CENPM CFAP298 CFLAR CLEC7A CLMN CLN8 COBLL1 COPS7A CORO2B CREM CROCCP2 CUBN CXCR5 CYFIP1 DAAM1 DCAF11 DCLRE1C DDX18 DENND2D DGCR8 DGKQ DHX29 DHX9 DIAPH2 DICER1 DIDO1 DKC1 DMXL1 DNAJC8 DUOX1 DYRK2 EIF4G2 ELMO1 ELP1 EPS15L1 ETF1 EVI5 F11 FADS1 FASTKD3 FBXO28 FEM1B FGF18 FGFR2 FKBP4 FMO5 FOXO3 FYCO1 GALNT11 GALNT7 GNA12 GNB1 GPD2 GTF2E2 GTF2IRD2 GTF2IRD2B HERC1 HES1 HGFAC HIPK2 HOPX HR HUS1 ID2 ID2B IFI35 IL6 ING2 INPP5F IPO7 ITM2A JAM3 KCTD20 KHSRP KIAA1614 KLHL20 KMO KPNA4 KRT3 LAMA5 LAMC1 LANCL1 LETM1 LRRC37A3 LSM1 LYST MAN2A2 MAPK13 MAPK8IP1 MCM3AP-AS1 MCTS1 MED31 MEF2D MGMT MICALL1 MIS18A MKRN2 MPDU1 MRM2 MRPS18C MTF2 MTMR3 MTSS1 MYO7A N4BP2L2 NAA50 NCLN NCOA2 NDRG2 NECAP1 NEU1 NF1 NFATC2IP NFATC3 NFIB NFYC NHP2 NIPSNAP3B NOD1 NOX1 NPAT NR3C2 NR4A2 NUP43 OAS2 OGT OLFML2A OXR1 PALB2 PALS1 PAM16 PANX1 PAPOLA PARM1 PAX3 PCMT1 PCNT PDAP1 PDZK1 PER2 PEX11A PFKM PGLS PHB1 PHLPP1 PMS2 PMS2CL PNKP PNN PPM1B PPP1R13L PPP2R1B PRUNE1 PSD3 PSEN1 RAB28 RAPGEF3 RBBP9 RBFOX2 RBM12B RBM26 RBM41 RBPJ RBPMS RCAN1 RING1 RNF187 RNH1 RPL28 RRAS2 RXRB SAFB SC5D SCAF8 SCUBE3 SDHD SELENOW SEPTIN9 SFT2D2 SGPP1 SHMT2 SIGIRR SKIL SLC19A2 SLC1A4 SLC25A12 SLC31A1 SLC35A1 SLC35E3 SLC35F2 SLC8B1 SMAD3 SMPD1 SNED1 SNRK SNX24 SORL1 SOX4 SPEN SPON1 SPTBN1 SSBP3 STK10 STK19 SUV39H1 TAF6L TBC1D1 TBL1XR1 TBPL1 TCP11L1 TDG TFDP2 TGFB1 TGM4 TIMM23 TIMM23B TLE1 TMEM127 TMEM222 TMOD1 TMSB15B TNFRSF4 TNS3 TOR3A TPD52 TRIM33 TRPC1 TTBK2 TUBGCP3 TUBGCP4 UBE2H UBE2O UBE3A USE1 USP10 USP34 USP36 USP39 USP9X UTP14C VGLL4 VPS37B WASL WIPF2 WIPI1 WNT16 WSB1 WWP1 YIPF5 YLPM1 ZBTB20 ZDHHC14 ZMAT3 ZNF107 ZNF264 ZNF35 ZNF576 ZNF692 ZNF81 NAKAYA_B_CELL_FLUARIX_FLUVIRIN_AGE_18_50YO_7DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAYA_B_CELL_FLUARIX_FLUVIRIN_AGE_18_50YO_7DY_UP AAMDC AASDHPPT AGPS AHR AIMP1 AIMP2 AMPD3 ANKFY1 ANKMY1 ANXA2 ANXA4 ANXA6 AP5Z1 APOBEC3G ARF3 ARF4 ARFIP2 ARMC8 ASPH ATF6B ATF7IP2 ATP1A1 ATP5MG ATP6AP2 ATP6V1C1 BAX BAZ1A BAZ2B BBX BCL2L1 BECN1 BLMH BLOC1S1 BLVRB BTN2A2 C10orf88 C1QBP CALM3 CBX5 CCNB1IP1 CCNG1 CCNG2 CD247 CD36 CD58 CDC14A CDC16 CDK2AP2 CEBPG CELSR1 CHKB-CPT1B CHST11 CIAO1 CLCN3 CLTB CNIH1 CNTNAP2 COA3 COPB2 COPS5 COPS6 COPS8 COX6A1 CPNE3 CPT1B CRELD2 CSNK2A1 CTRL CYB5R3 CYFIP2 CYLD DCAF1 DCAF8 DCTN2 DDX60 DECR1 DENND4A DESI2 DET1 DGUOK DHX16 DMAC2 DNAJB12 DNAJC10 DNM1L DYNLT1 DYNLT3 EIF2S1 EIF4E EIF4E2 ELMO2 EPHA4 ERAP1 ERCC1 ERP44 ETFDH FABP5 FAHD2A FBXO22 FBXO38 FEN1 FGR FLOT1 FTSJ1 FUBP3 FUCA1 GABBR1 GALNT10 GART GCOM1 GK GLRX GLYR1 GM2A GNB1 GOLGB1 GPD1L GPM6B GPX1 GSTM4 GTF2A2 GTF2H5 GTPBP8 GYG1 HDAC2 HECTD3 HEG1 HHEX HRK ICMT IDI2-AS1 IFIT1 IGHA1 IGHA2 IGHD IGHG1 IGHG2 IGHG3 IGHM IGHV1-69 IGHV3-23 IGHV4-31 IKZF1 IL21R IL6R IMP4 IPO5 IPO9 ISG15 ITCH ITFG1 ITGA4 ITGAL KCTD9 KDELR1 KIDINS220 KIN KLHDC10 KRT86 LARP4B LIMS1 LRRFIP2 LTN1 LYRM9 M6PR MAK16 MAML1 MAP3K8 MAST2 MBNL2 MCCC2 MDC1 ME2 MED1 MED6 MED8 MICAL3 MILR1 MIR22HG MNDA MT1X MT2A MTHFR MYO5A MYO9B NAB1 NADK NANS NCOA4 NDC80 NDUFC1 NEMP1 NET1 NFYA NFYB NPRL2 NUCB2 NUP50 NUP58 OGFOD1 ORC5 OTUB1 OTUD4 PAICS PAIP1 PAK1 PAK1IP1 PASK PBX2 PCBP2 PCMT1 PDE5A PDIA4 PDIA6 PELI2 PEX5 PEX7 PFDN4 PGAP3 PHF20 PHKB PIP4K2B PLEKHJ1 PLIN3 PLN PLXNC1 PMVK POLE3 POLR2M PPFIBP1 PPP1R7 PPP2CA PPP4C PRDX2 PRKAG2 PRKCD PRPF4B PSEN1 PSMA6 PSMB1 PSMD14 PTPN2 PTPN9 PYROXD1 QKI R3HDM1 RAB5IF RABEP2 RAD50 RANBP2 RANBP9 RAP2A RAP2B RARA RASA4 RASA4B RBM19 RCN2 RELA RHEB RIOK3 RNASE6 RNF11 RNF113A RNF19B RPF1 RPN2 RPRD1A RPS6KC1 RRM2 RRS1 SAMHD1 SAP30L-AS1 SAPCD1 SEC31A SEC31B SERPINB1 SF3B3 SGCB SHC1 SIGLEC6 SLAMF7 SLC20A1 SLC35D1 SLC39A9 SLC7A7 SLFN12 SMAD2 SNAP29 SNAPC5 SNRNP200 SNRNP27 SNRPC SOD2 SPATA1 SPIN1 SPTSSA ST13 STK38L STN1 SUPT7L SYNCRIP SYNJ2 TAF9B TALDO1 TASOR TBC1D10B TBC1D3 TBC1D3C TBC1D3F TBC1D3H TBC1D9B TBK1 TCF3 TENT5A TERF1 TERF2 THOC7 THSD1 TIGAR TIMM17A TM7SF3 TM9SF2 TMCO1 TMCO6 TMEM131L TMEM260 TNXB TOP1 TOP3A TOR1A TOR1B TPD52L2 TTF1 TTI1 TXLNA TYMP U2AF2 UBE2B UBE2J1 UBR5 UBXN2B UQCRQ USP4 UTP14A UTP14C VPS33B WAPL WASHC2A WASHC2C WDR74 WNK1 WSB2 XBP1 YARS1 YLPM1 YWHAQ ZCCHC8 ZNF117 ZNF207 ZNF226 ZNF236 ZNF32 ZNF451 ZNF780A ZNF780B ZNF83 NAKAYA_B_CELL_FLUMIST_AGE_18_50YO_7DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAYA_B_CELL_FLUMIST_AGE_18_50YO_7DY_DN ACOX1 ACOX3 ACVR1B ACVR2A ADISSP ADNP2 ADSL AHCYL1 AHNAK AHR AK2 AKAP13 ALCAM ALDH18A1 ALOX5 ANAPC5 ANXA4 AP4E1 APAF1 API5 APIP APOA2 APOBEC3F APPL2 ARG2 ARIH1 ARL1 ARL4C ATAD2 ATAD2B ATG13 ATP2B4 ATP5PO ATP6AP2 ATP6V0D1 ATXN2L ATXN7 AZIN1 B4GALT1 BABAM2 BAZ1A BCL2L13 BCL3 BLVRA BRCC3 BRD3OS BST2 C1QBP C2orf27A C5orf15 C8orf44 CACNA2D3 CALM1 CAMSAP1 CAPNS1 CAPRIN1 CBLL1 CBX6 CCDC47 CD244 CD300A CD44 CD58 CD59 CD84 CD86 CDC37 CDK2AP2 CDS2 CEBPD CELF1 CENPF CES1 CFAP410 CIZ1 CLEC7A CLIC4 CLMN CLTA CLU CMC4 CNIH4 CNOT4 COL9A3 COQ9 COX5B CREM CRYBB2 CSGALNACT2 CSNK1D CTBP2 CTNNA1 CYLD CYP1B1 DDX21 DESI2 DNAJB6 DPP4 DUSP7 DYRK1A DZIP3 EBAG9 ECE1 EIF4A3 EIF4E2 EIF4EBP2 EIF4G1 ELF2 ELF4 EMC1 EMG1 ERAP1 ERCC1 FARP1 FBXO9 FCN2 FEZ2 FGR FHL3 FHOD1 FIS1 FNTB FOSL2 FYN GART GAS7 GBP1 GK GLB1 GLB1L GLYR1 GNS GOSR2 GPAA1 GPD2 GTF2I GTPBP1 GYPC H1-0 H1-4 H2AC8 HAAO HADHA HDGF HIGD1B HIP1R HIPK2 HK2 HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HMGXB4 HPS1 HPSE HSPA9 ICAM1 ICE1 ID2 ID2B IDH3B IFI30 IFNGR1 IGFBP7 IGHA1 IGHA2 IGHD IGHG1 IGHG3 IGHM IL10RB IL27RA IL6ST INPP1 KAT6A KAT6B KAT7 KATNA1 KCNN3 KIF2A KLF11 KLF8 KLHL11 KMT2A KPNA1 KPNA6 KPNB1 KYNU LANCL2 LDOC1 LGALS1 LGALS3 LGALS8 LILRA1 LILRA2 LMNA LPCAT3 LTN1 LUC7L LYL1 LYN LYZ MAP2K7 MAP4K5 MAP7D1 MAPKAP1 MAPKAPK2 MARCHF5 MARS1 MASP2 MBD4 MDM2 MED1 MED27 MFAP1 MLX MNDA MNT MRC2 MRPS15 MYCBP MYH10 NAMPT NCF2 NCOA2 NCR3 NECAB3 NEO1 NFE2L1 NIBAN1 NID1 NIPBL NMD3 NOC3L NPHP4 NPL NREP NSUN6 NUP210 OAS3 OAZ2 OPA1 P2RX1 PARP8 PCGF3 PEBP1 PECAM1 PES1 PHACTR2 PHC1 PHF3 PI4KA PIGC PIGH PIK3CB PIK3R1 PIN1 PITPNC1 PLAAT4 PLCD1 PLEC PLGLB1 PLGLB2 PLK3 PLXNC1 PML POLR1C POLR1G POLR2E PPARD PPP1CA PPP1R9A PPP3R1 PRDX1 PRKAG2 PRPF38B PRRC1 PSD3 PSMB2 PSME3 PSMG2 PSTPIP1 PTEN PTPN12 PTPRS QKI QSOX1 RAB1A RAB4A RABGEF1 RABGGTB RASA1 RBM19 RBM5 RBPJ RCN1 RDX RERE REXO2 RHOBTB3 RIGI RIN2 RIN3 RNASEH1 RNF115 RNPEPL1 ROGDI RPE RRN3 RUFY3 S100A8 SCAF11 SCO2 SEC23B SECISBP2L SENP2 SENP5 SERINC5 SERPINB1 SGPL1 SKAP2 SLC12A7 SLC1A4 SLC24A1 SLC35A1 SLC35F5 SMARCD1 SMG6 SNIP1 SNRNP35 SNX1 SON SPAG9 SPTLC2 SRGN SRSF10 SSRP1 STAMBP STX17 SULT1A2 SULT1A3 SULT1A4 SUPT6H SWAP70 SYNE1 SYNJ2 TACC1 TAF9B TASL TBL1XR1 TFAM TFB2M TFE3 TFRC TGFBI TIMP1 TLE4 TLR7 TM2D1 TMEM11 TMEM135 TNFAIP3 TNFSF13 TNPO1 TOR1AIP1 TOR3A TPK1 TRAF6 TRAM1 TRIB3 TSFM TSG101 TTC21B U2AF1 UBE2D1 UPF1 UPP1 USP1 USP13 UTP14A UTP14C UTP18 VAMP3 VPS11 VPS26C WARS1 WDR41 WDR45B WIPI2 YES1 YLPM1 YWHAH ZFAND6 ZFYVE26 ZNF148 ZNF292 ZNF324 ZNF532 ZNF710 NAKAYA_B_CELL_FLUMIST_AGE_18_50YO_7DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAYA_B_CELL_FLUMIST_AGE_18_50YO_7DY_UP ABCA1 ABCB1 ABCB4 ABHD10 ABHD2 ABHD4 ABRAXAS2 ADCY7 ADORA2A ADRM1 AGL AHCYL1 AIMP2 AKAP1 AKAP17A AKR7A2 ALDH7A1 AMACR ANAPC13 ANAPC15 ANGEL2 ANK3 ANKHD1 ANKHD1-EIF4EBP3 ANKRD12 ANKRD36 AP2B1 APEX1 APPBP2 AQR ARF6 ARHGAP1 ARL17A ARL17B ARL5A ARMC8 ARNT ASF1A ASMTL ASTE1 ATM ATMIN ATP13A1 ATP6V0C BAG1 BCL10 BIN1 BMP2K BRCA2 BTAF1 BTG3 C1QTNF3 C1orf105 C1orf50 C1orf56 CACYBP CAND1 CARS1 CASP3 CBX1 CCDC88C CCND3 CCR7 CCT4 CD200 CD22 CD226 CD24 CD2BP2 CD300A CDC42SE1 CDC5L CDK2 CEACAM1 CEMIP2 CEP170 CEP290 CEP68 CKS2 CLCC1 CLCN6 CLCNKA CLCNKB CNPPD1 CNTNAP2 COL4A3 COPS5 COPS7B CPSF6 CREBZF CRLF3 CSE1L CSNK2A2 CSPP1 CTNND1 CUL5 CYB5A DBP DBT DCAF10 DCLRE1C DDR1 DDX11 DECR1 DENND4B DGKD DLG1 DLGAP4 DNAH7 DNAJB1 DNAJB12 DNAJB9 DOCK2 DSP DTX4 DUSP12 DXO EHBP1 EIF2S1 EIF4G2 EIF5B ELF2 ENPP4 ENTPD1 EOLA1 EOLA2 EPM2A ERG28 ERH ERLIN2 ERN1 ERP44 ETS1 EXOG FAF2 FAM117A FAM120C FCF1 FCRL2 FIG4 FKBP14 FKBP5 FLI1 FOXM1 FOXN3 FOXO4 FRYL FTSJ1 GALNS GALNT2 GARRE1 GART GBX2 GCDH GCOM1 GFRA2 GID4 GNAI3 GOLM1 GPR89A GPR89B GPSM2 GRK6 GTF2H1 GTF3A GVINP1 H2AC17 HACD2 HAX1 HECTD3 HEMK1 HERC4 HLA-DOA HRK HUWE1 HYI IDS IFRD1 IFT57 IFT74 IGF2R IGHA1 IGHD IGHG1 IGHG3 IGHM IGHV4-31 IGLV4-60 IL16 IL27RA IL5 ILF3 INPP4A INTS1 INTS7 INTS9 INVS IRS2 ITGB1BP1 ITK ITPA JUN KHDRBS2 KIN KLF9 KLHDC10 KRT14 KSR1 LARGE1 LCMT1 LDAF1 LETM1 LIG4 LIMK2 LIPE LRRC1 LY75 LZTR1 MAGOH MAP2K4 MAP4 MAPK13 MARCHF7 MARCHF8 MAST3 MAVS MECP2 METTL2A METTL2B MEX3C MFNG MGST3 MLF2 MLH3 MLX MMUT MPHOSPH9 MRM3 MROH7 MRPS30 MRTFA MST1L MTDH MTMR1 MTRF1L MYCBP MYL6B MYOM1 NAT9 NCOA3 NDST2 NDUFC1 NDUFS4 NF1 NFATC2IP NGDN NKAPD1 NLK NME6 NPY NR2C1 NSUN5P1 NT5E NUP160 OGFOD2 ORAI2 OSBPL10 OSBPL3 OSGIN2 PAIP2B PARP2 PCDH9 PCF11 PCM1 PCMT1 PCNA PDCL3 PDE4DIP PDHX PDIA4 PER2 PEX3 PHF14 PHF20 PIGG PIK3C3 PIK3IP1 PIP5K1A PJA1 PKNOX1 PLAGL1 PLPP1 PNN POLDIP3 POLM POLR2M PPM1D PPP1R11 PPP1R13B PPP2R1B PPP2R5E PRDX6 PRIM2 PSEN2 PSMC3IP PSMD13 PTOV1 PTPN1 PTPN11 PTPN22 PYGM RAB9A RABEP2 RAD51D RALGDS RANGRF RAP2A RAP2B RASGRP3 RB1 RBBP6 RBFA RBL2 RBM15B RBM41 REEP5 RFK RGS1 RGS20 RHOBTB3 RIC8A RIDA RIOX2 RIPOR2 RNGTT RPAP2 RPL28 RPL37A RPP21 RRP1B RSRP1 RUNX1 RUVBL2 RWDD3 SAMM50 SARM1 SCAF4 SDHAF1 SEC23B SEC24A SERPINB8 SETD6 SF3A3 SFXN3 SH3GLB2 SH3YL1 SHMT2 SIAH2 SIGIRR SKAP1 SKP1 SLC11A2 SLC25A11 SLC25A14 SLC25A36 SLC30A4 SLC35E2A SMAD3 SMCHD1 SMIM8 SMPD1 SNRPA SP110 SPAST SPECC1L SPTLC1 SPTSSA SRBD1 SSPN ST13 ST6GAL1 STK17A STOM STX6 SUGP1 SUMO3 TADA3 TAFAZZIN TARP TAX1BP3 TBC1D30 TBC1D5 TBCC TCEAL1 TCL6 TFIP11 THSD1 TIMP3 TLE1 TM2D1 TM7SF3 TMEM41B TMOD1 TMSB15B TMSB4Y TMX4 TNKS TOMM70 TOP3A TOX4 TP53TG1 TPD52 TRAF5 TRAM2 TREML2 TRGC2 TRIM39 TRIO TRMT112 TRMT13 TRPC1 TSPYL5 TSTD2 TTC4 TTF1 TTLL12 TUBB2A TUBB4A TUBGCP3 TUBGCP4 TWF1 TWNK TXNRD1 UBA6 UBE2B UBE3B UBL3 UEVLD UFC1 UNC50 UNG UROD USP46 UXS1 VAMP1 WDR12 WDR59 WDR77 WEE1 WIPF2 WSB1 WTAP XRCC1 YEATS2 YME1L1 YPEL1 ZBED2 ZBTB10 ZBTB16 ZBTB25 ZBTB38 ZC3H14 ZKSCAN1 ZMYM5 ZNF131 ZNF133 ZNF142 ZNF155 ZNF208 ZNF318 ZNF468 ZNF480 ZNF484 ZNF573 ZNF749 ZXDB NAKAYA_MONOCYTE_FLUARIX_FLUVIRIN_AGE_18_50YO_7DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAYA_MONOCYTE_FLUARIX_FLUVIRIN_AGE_18_50YO_7DY_DN ABCA1 ABCC1 ADNP2 ARG2 ARNT BIN3 C5AR1 CAMSAP1 CCPG1 CD44 CDC42EP4 CFLAR CHMP1B CLEC4A CREM CUL5 CXCR4 DCLRE1B DESI2 DMXL2 DOCK5 EGR3 EPB42 ERAP2 ESYT1 EXOC5 FAM110B FCAR GABARAPL1 GALC GIT2 GLYR1 GNA13 HBEGF HOXA2 IL15RA IRS2 KBTBD11 KDM4B KLF7 KLHL7 KSR1 LAS1L NAMPT NID1 NOCT NXPE3 PCSK5 PDE4B PER1 PEX6 PIN4 PLAGL2 PLCB1 PLK2 PLPPR2 PMVK POLG PPARD PRDM1 RASA1 RDX RFC5 RFWD3 RNF41 RUSC1 SAT1 SGPL1 SIK1 SLC22A4 SLC2A14 SLC2A3 SLC44A1 SLFN12 SPATA6 SPRY1 TAF4 TCF7L2 TGIF1 THBS1 TMCC1 TMEM97 TNFSF12-TNFSF13 TNFSF13 TRAF3IP3 TRAM2 UBE3B VEGFA VNN1 VPS37A VRK2 WDR59 XRCC1 YRDC ZNF331 NAKAYA_MONOCYTE_FLUARIX_FLUVIRIN_AGE_18_50YO_7DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAYA_MONOCYTE_FLUARIX_FLUVIRIN_AGE_18_50YO_7DY_UP AAK1 ALK ANKRD36B ARAP3 ASNS ATF7IP AVL9 BCL11A BCL3 BET1 BTAF1 CCL4 CD22 CD300A CDC14A CLN5 COBLL1 DLG5 DUSP10 DYNC2I1 EGR1 FAM149B1 FCER1A FKBP8 FLT3 FUBP1 GBE1 GPR75 H1-2 HMGA1 IARS1 ID2 ID2B IER5 INSR ITIH2 KHDC4 MACROH2A1 MAPKAPK2 MCM3 MDFIC MED6 MTMR3 MYL5 NAXD NFX1 NPR3 NRIP2 OGT OXCT1 P2RY14 PPP1R15A PRKCI PRMT2 RAB3GAP1 RBM12B-AS1 RBM3 RFXANK RIOX2 RNF24 S100PBP SCAF11 SCAMP1 SEL1L3 SIGLEC9 SIRT3 SLC10A1 SLC38A1 SMC5 SMC6 SNAPC5 SNCA SPIN2A SPIN2B SPTBN1 SRD5A1 ST20 STEEP1 SUGP2 TARDBP TRIM37 TRMT11 UBE2H UEVLD UNC45A WWP2 XPO1 ZFP64 ZNF692 NAKAYA_MONOCYTE_FLUMIST_AGE_18_50YO_7DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAYA_MONOCYTE_FLUMIST_AGE_18_50YO_7DY_DN ACOT7 ACTL7A ADCK2 ADORA3 AGER AHCTF1 AKAP13 AMELY AMMECR1 ANAPC5 APLP2 APOA2 ARF6 ARL4C ATOSB ATP2B1 ATP4A BARD1 BHLHE40 BIN1 BNIP1 BRPF1 BTN2A1 C1QA C2CD3 CALR CBX6 CCDC186 CD209 CD247 CD84 CDH16 CHD1 CHD2 CHN2 CIT CLN8 CLP1 COG5 COG7 COL1A1 COPB1 CROCCP3 CSF1 CTBP1 CYLD DDIT4 DDX49 DHRS3 DIAPH1 DIO2 DOK1 DSC2 EBLN2 EHD1 EIF4G1 ELF4 ELL EMP1 ENPP4 EPHB1 EPHB2 ERAP1 ESR2 FAM3A FAXDC2 FBXO3 FLNB FLOT1 FOSL2 FTSJ1 FUT4 FUT7 GALNT10 GALNT3 GGTLC2 GK GLS GLYR1 GM2A GMEB1 GNA13 GOSR1 GPX3 GSTM1 HBEGF HBP1 HCFC1R1 HES1 HIF1A HLA-DOB HYMAI ID2 ID2B IFT122 IGFALS IGFBP5 IGKC IL1RN INVS IQSEC1 IRF4 IRF7 ITCH JAK3 JRK KAZN KDM6B KLHL26 KRAS LAMP5 LDLR LILRA3 LMNA LPIN2 LY6E LY6G5C MACF1 MAL MAP1A MAP3K14 MAPKAPK2 MARCHF6 MBP MBTPS2 MCM3AP MEF2D MGLL MLEC MPZL1 MTF2 MTHFR MTMR9 MTOR MYO1A NACA NBN NET1 NFATC1 NFKBIE NLRP1 NUMA1 NUP50 NXN OASL OTUB1 PAFAH1B2 PDE4D PDK2 PDZK1IP1 PFKFB3 PHACTR1 PHF1 PHLDA1 PHLPP2 PIGZ PIK3CB PIK3CG PLAAT3 PLAGL2 PLEK PLEKHO2 PLN PLSCR3 PLXNA1 PLXNB2 PML POLR2A PPFIBP2 PPM1A PRNP PRPS1 PXMP4 R3HCC1 RAB20 RAB2A RAC2 RAD1 RAP2A RAP2B RASSF7 RECQL5 REL RHOC RNF126 RNF185 RNF6 RPH3AL RREB1 RSRC1 RUNX1 RUNX2 SAMSN1 SEC14L1 SEC14L5 SEPTIN6 SH3BP2 SIRPA SIRT7 SKIL SLC22A4 SLC25A37 SLC29A1 SLC35D1 SLC6A6 SMAD3 SMAD7 SMARCD1 SMIM7 SMURF2 SNIP1 SOCS3 SPDEF SPTBN5 SRSF11 STK32B STK38 SZT2 TAPBPL TCL1A TENT5A TFIP11 TFPT TGFB1 THBD THBS1 TIGAR TLE3 TMCC2 TMEM158 TMPRSS15 TNFAIP2 TNNI2 TPM3 TPPP3 TRAPPC4 TSPYL2 TSR3 TWF1 TYRO3 UBAP1 UBTF UROD UTP18 VAMP5 VEGFA VSIG4 XPNPEP1 YES1 YOD1 ZBTB43 ZBTB7B ZDHHC17 ZGPAT ZNF267 ZNF3 ZNF394 ZNF589 ZRSR2P1 ZW10 NAKAYA_MONOCYTE_FLUMIST_AGE_18_50YO_7DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAYA_MONOCYTE_FLUMIST_AGE_18_50YO_7DY_UP ABCB7 ABHD2 ACACB ACO1 ADAMTSL4 ADGRA2 ADNP AK2 AKAP13 ALDH3A2 ALG13 ANAPC5 ANG ANKLE2 ANKRD17 ANKS1A APAF1 APOOL APPBP2 ARAP3 AREG ARFGEF2 ARFIP1 ARHGAP19 ARMC8 ASB13 ASF1A ASPH ASRGL1 ATF2 ATG4A ATM ATP6V1B2 ATP6V1C1 ATR AZI2 BAZ1A BBS9 BCAP29 BCCIP BCL2 BMP2K BORA BRCC3 BTD C1QBP C1orf50 C5AR1 C6orf120 CAND1 CAP1 CAPN3 CASP2 CCDC25 CCDC88C CCL3 CCL3L1 CCL3L3 CCL4 CCND3 CCR2 CCSER2 CCT2 CD163 CD1E CD33 CD86 CD9 CD93 CDC73 CEP57 CEPT1 CHUK CIITA CLEC2D CLIP1 CLN5 CNOT1 CNOT3 CNOT6 COX20 CPD CPM CPPED1 CPT1A CREBL2 CRISPLD2 CRTAP CSF2RA CSPP1 CTDSP1 CTPS2 CX3CR1 CXCL1 CXCL3 CXCL8 CYB5R1 CYBRD1 DCAF10 DCAF13 DCLRE1B DDX18 DEGS1 DERA DEXI DHX16 DICER1 DLG1 DMXL1 DNAAF2 DNAJB1 DNAJB2 DNPH1 DPP8 DUSP2 DUSP6 DYNLL1 EBAG9 EFHC1 EGR1 EGR2 EGR3 EIF1AX EIF2B4 ELP5 ENC1 ENGASE ENOX2 ENTPD1 EPM2A EPRS1 EREG ERI2 ERLIN2 ERMP1 ESYT1 ETNK1 ETS2 EXOC5 EXOSC10 F5 FAM13A FASTKD1 FASTKD3 FBXL12 FBXL14 FBXO28 FBXW2 FCAR FCF1 FKBP1A FKBP5 FLI1 FPR3 FUCA1 FYN GAA GABPB1-IT1 GADD45A GALC GALNT2 GAS2L1 GCSH GEMIN2 GEMIN4 GGA3 GIMAP4 GIMAP5 GIMAP6 GLO1 GNL3L GNPDA1 GNPTAB GORASP2 GOSR2 GPATCH1 GPATCH4 HACD2 HAL HEATR3 HECTD4 HERC2 HIP1 HIPK2 HIPK3 HNMT HNRNPUL2 HOXA7 HPF1 HSD17B12 HSPA1A HSPA1B IARS1 IBTK IDS IER2 IFFO1 IFNGR1 IFRD1 IFT74 IL10RB IL13RA1 IL27RA IL4R IL6 INPP5A IPCEF1 IPO5 IPO7 IRAK1 IRAK3 IRF4 IRS2 ITGA6 ITPR2 IVNS1ABP JADE1 JUN KDM2A KDM3B KIDINS220 KLF2 KLF6 KLHL11 KLHL18 KRT10 LAIR1 LCMT1 LIMK2 LIMS1 LPAR1 LRRC8D LYRM4 LYST MAFF MAN2A1 MAN2C1 MAP3K12 MAPK1IP1L MAPKAPK5-AS1 MAU2 MBNL1 MBNL2 MBP MCM3AP-AS1 MCTP1 MDM2 MEAF6 MED20 MEF2C MERTK METTL7A MGAT2 MICAL2 MID1IP1 MINK1 MLX MLXIP MMS19 MNDA MON2 MRPL15 MRPL24 MRPL3 MRPS14 MRPS30 MRPS31 MRS2 MS4A4A MSL2 MTDH MTERF3 MTR MTRR MTSS1 MYCBP NAALAD2 NABP1 NAIP NCOR1 NDUFA6 NDUFB6 NEU1 NEU3 NID1 NME1 NOLC1 NOP14-AS1 NPAT NR4A2 NR4A3 NRBF2 NRG1 NUDT15 OAZ2 OGFOD1 OGFOD3 OLFM1 OTULINL OXR1 PAFAH1B1 PBXIP1 PCF11 PDGFC PFAS PHF20 PHLDA2 PIBF1 PID1 PIK3C2A PKNOX1 PKP4 PLAUR PLXNC1 PNMA1 PPP1R10 PREB PREPL PRKAG1 PRPF40A PRPSAP1 PSMD14 PTEN PTGER4 PTGS1 PTGS2 PTPN12 PTPN22 PTX3 PUDP PURA PUS7 RAB33B RAB3GAP2 RAB4A RAB9A RABEP1 RAP1GDS1 RASA4 RASSF4 RCAN1 RCHY1 RESF1 RETREG2 RGL2 RHOT1 RIPOR2 RNASE2 RNASE4 RNF111 RNF146 RO60 RPE RTCB RTN1 SAP30 SDAD1 SEC23B SEC24A SEC63 SERP1 SETX SIGLEC7 SIKE1 SLA SLC15A2 SLC16A1 SLC16A3 SLC25A24 SLC25A40 SLC35A5 SMARCC2 SMC5 SMCO4 SMG1 SMPD4 SNAPC3 SPOUT1 SRPK2 SRPRB SS18L2 ST6GAL1 STAM2 STK3 STK38L SULT1A2 SWAP70 TAF12 TASOR TAX1BP1 TBC1D22A TBC1D5 TBC1D8 TBL1X TCF3 TCP1 TCP11L1 TCTN3 TERF2IP TGFBRAP1 THOC7 TIA1 TJAP1 TLR6 TLR8 TM2D1 TMBIM1 TMCO1 TMEM184C TMPO TNF TNFAIP1 TNFAIP3 TNFRSF1A TNFSF10 TOB2 TOPBP1 TOR1A TOR1AIP1 TP73-AS1 TPM1 TRAPPC10 TRAPPC8 TRIM5 TRIT1 TRPS1 TRRAP TSC22D3 TSNAX TTBK2 TTC17 TTC27 TTC3 TTC9 UBE2I UBE2V2 UBE3B UBE4B UBL3 UBR4 UGDH UGGT2 USP32 VAMP4 VAT1 VBP1 VNN1 VPS54 WBP1L WBP4 WDR12 WDR7 WIPF1 WWP1 XRCC4 YBX3 ZBTB10 ZBTB11 ZBTB40 ZFAND5 ZFP36L2 ZFP64 ZMPSTE24 ZMYM6 ZNF106 ZNF146 ZNF202 ZNF224 ZNF225 ZNF226 ZNF277 ZNF32 ZNF329 ZNF354A ZNF45 ZNF580 ZNF780A ZNF780B NAKAYA_MYELOID_DENDRITIC_CELL_FLUARIX_FLUVIRIN_AGE_18_50YO_7DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAYA_MYELOID_DENDRITIC_CELL_FLUARIX_FLUVIRIN_AGE_18_50YO_7DY_DN AFF4 AGPAT3 AKAP8L AMMECR1 ANKRD17 AQP3 ARHGAP26 ARHGEF7 ARHGEF9 ARL3 ARL4C ARNT ATF7IP ATP2B4 ATP6V0A1 ATP8A1 AUTS2 BCL2 BIRC5 BLNK BRWD1 BTN2A3P C2CD3 CAMSAP1 CASK CBFA2T2 CBL CC2D1A CCND2 CCNJ CD164 CD47 CDC42BPA CDHR5 CDK4 CDYL CEBPD CENPF CENPN CES2 CHD4 CHD8 CHST10 CKS1B CLN8 COPS2 COX11 CTSA CTSB CXCR4 DAB2 DBN1 DHX29 DHX9 DIAPH2 DIAPH2-AS1 DLAT DLG1 DMAC2L DMD DMXL2 DUS1L DVL1 EHBP1L1 EIF2S1 EIF5B ENOX2 EPS15 EXT2 EZR FAS FNBP1 FOXN3 GAS7 GLS GLTP GNA13 GNB5 GPD1L GPN1 GTPBP8 H2BC13 HADH HAUS5 HBB HES1 HIF1AN HIGD1B HK1 HNRNPC HUWE1 ICOSLG IDH3G IDS IGHM IGKC IL13RA1 IL1RAP ING3 INO80D INSIG1 IPO8 ITGB1 ITGB3 JADE3 JUP KCNE1 KDM5A KHDC4 KIF2A KLHL22 KLHL7 KRT5 LAMP1 LDLR LILRA5 LRBA LRRFIP2 MAN1A2 MAP4K5 MAP9 MAPKAPK2 MAU2 MDM2 MEF2D MFNG MFSD6 MGMT MLX MORC3 MPHOSPH9 MRPS18B MSL1 MTMR1 MTMR10 MXRA7 N4BP2L2 NCKIPSD NEK1 NF2 NIF3L1 NKAPD1 NME6 NOP14 NR3C1 NUP88 OPA1 ORC5 OTUB1 OTUD3 OTUD4 PAK2 PALS2 PANK3 PARVB PDHB PDLIM5 PEPD PFAS PHC1 PHEX PHKB PHTF1 PIGC PIK3C3 PIK3R4 PJA2 PKP2 PLCB1 POLG POP5 PPIL6 PPP2R1B PPP2R5D PRCC PRDM2 PRDX1 PRKACA PRR14L PSMD11 PTGIR PTPN11 PTPN12 PUS3 QTRT1 RAB11B RAB11FIP2 RCOR3 RIOK3 RNF146 RNF24 RPP25 RPS6KA4 RRBP1 RRM2 RTF1 RUBCNL SAR1A SCARB1 SCCPDH SEMA4D SF3A2 SFRP1 SIDT1 SIRT5 SIT1 SLC14A2 SLC26A2 SLC35D1 SLC39A8 SLC44A1 SLC7A1 SLCO3A1 SMAD3 SMARCA4 SMC6 SNRPN SNURF SNX1 SORD SRGAP3 SRP72 SSBP2 SSRP1 ST20 STX6 SUMO3 SWAP70 TAB1 TAF6 TBC1D13 TBK1 TCF20 TCF4 TCP11L1 TEX28 TFDP2 TGOLN2 TINF2 TK2 TLR6 TMCO6 TOMM22 TOX4 TRAF3IP3 TRAF5 TRGV5 TTC3 TXLNG TXNL4A U2AF2 UBE2G1 UBXN1 UBXN8 UCHL3 USB1 VEZF1 WDR1 YJU2 YLPM1 ZBTB25 ZC3H14 ZC3H15 ZFC3H1 ZNF3 ZNF331 ZNF589 ZNF609 ZNF93 NAKAYA_MYELOID_DENDRITIC_CELL_FLUARIX_FLUVIRIN_AGE_18_50YO_7DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAYA_MYELOID_DENDRITIC_CELL_FLUARIX_FLUVIRIN_AGE_18_50YO_7DY_UP AASDHPPT ABCC1 ABRAXAS2 ACBD3 ACLY ACOT11 ACSL1 ACTN4 ADAM19 ADAP1 AHCTF1 AHCYL2 AKAP13 AKAP9 ALG13 AMFR AMY1A AMY1B AMY1C AMY2A AMY2B ANKHD1 ANKHD1-EIF4EBP3 ARFGEF2 ARL4A ASB13 ASXL2 ATF3 ATF5 ATF6 ATG13 ATG9A ATMIN ATP6V1B2 ATP7A ATP9B ATR BAG6 BAIAP2 BAZ2B BCAP29 BICRAL BRWD1 BTAF1 BTG1 BTN2A1 C10orf88 CAB39L CALM1 CAMKK2 CBR1 CCDC59 CCDC86 CCL3 CCL3L1 CCL3L3 CCNG2 CCP110 CD226 CD72 CDC14A CEBPB CEP57 CEP68 CEP83 CHD3 CITED2 CLPX CMTR1 CNOT9 COPS8 COX5B CPD CREB5 CREG1 CSE1L CTNND1 CYB5A CYB5B CYB5R3 DCAKD DEPDC5 DHDDS DIPK1A DNAJC16 DPH1 DTNA DXO ECI1 EIF2S1 ELOVL5 EML4 EOLA1 EOLA2 ERAP1 ERG28 ERP44 EXOC3 EXOSC2 EXOSC9 FAM13B FBXO21 FDFT1 FDPS FGR FIP1L1 FKBP11 FKBP15 FLT3LG FN3KRP FNBP1L FNTA FOXP1 FPR3 FUS GABBR1 GABPB1-IT1 GADD45B GBP1 GNAI3 GNAQ GNAS GOLT1B GON4L GPR107 GSAP GSK3B GTF2H1 H2BC12 HCAR3 HIC2 HLA-DOB HLA-DRB4 HNRNPA0 HPS1 HSPA9 HSPBAP1 IFFO1 IFIH1 IFITM2 IL1B IQSEC1 IRF2 ISG20L2 ITGAX ITGB1 ITPR1 JUN KDELR1 KLC2 KLF2 KPNA3 LAMP1 LANCL1 LARP4B LAT LDOC1 LEMD3 LILRA2 LMBR1L LMBRD1 LONP2 LRCH4 LRP5L LRRFIP2 LY96 LYL1 LYRM9 MAN2A2 MAN2C1 MAP1LC3B MAP3K14 MAP7 MAPK14 MARCHF1 MAST2 MCTS1 MDH2 MDM2 MECP2 MED7 METAP1 METTL22 MLEC MSRB2 MTMR2 MTR MTRR MUTYH MYH10 MZT2B N4BP2L2 NADK NADSYN1 NBN NCF1 NCF1B NCF1C NCK1 NCK2 NECAP1 NFATC2IP NIPBL NLRP3 NOC3L NOL12 NOTCH2 NSG1 NTAN1 NUP43 NUP50 NUP58 NXT1 OPN3 OSBPL3 OSGIN2 OTUD4 OVCA2 P2RY13 P2RY14 PACS1 PARP4 PAXBP1 PCGF3 PCNX2 PDE4A PDLIM5 PELO PFKL PHIP PHTF2 PITPNA PKD2 PKNOX1 PKP4 PLA1A PLA2G4C PLEKHA5 PLPP1 POLA1 POLR1C POLR3K PRPF39 PRPSAP1 PSME4 PTBP2 PTPN22 PTPN9 PUM2 RABAC1 RABGAP1L RAD17 RAF1 RALGAPB RANBP9 RAP2A RAP2C RASGRP1 RASSF1 RBFA RBM25 RCAN3 RCBTB1 RCHY1 RETSAT RFX5 RGCC RHOT1 RIOK3 RNF19B RNGTT RO60 RPA2 RPGR RRN3P1 RSRP1 RUNX3 SAMD4A SAP25 SAP30 SCAF4 SCAPER SECISBP2L SENP6 SEPHS1 SETDB1 SF1 SF3A1 SFN SGCE SH3GL1 SIGLEC9 SLA SLC11A2 SLC20A2 SLC30A1 SLC33A1 SLC35D2 SLC39A6 SLC4A3 SLF2 SLFN12 SMAP1 SMC4 SMC5 SMYD2 SNRPA1 SNX11 SOAT1 SOCS3 SOCS6 SOD2 SP100 SPAG9 SPIN2A SPNS1 SPPL2B SPTLC1 SRD5A1 SRRM2 SRSF10 SRSF7 SSBP1 ST8SIA4 STK38 STK38L STK39 STX12 STX18 SULT1A1 SULT1A2 SULT1A3 SULT1A4 SUN1 TACC3 TAF10 TAF1B TAPBP TARBP1 TBC1D9B TBCE TCF20 TCF3 TCIRG1 TCP1 TENT5A TFIP11 THADA TIA1 TMED5 TMEM41B TNFAIP8 TNIP2 TOMM34 TP53BP1 TP53TG1 TRAK2 TRAPPC11 TRAPPC12 TRIAP1 TRIB2 TRIM28 TRIM33 TSC22D2 TSEN34 TTLL5 TUBB3 TWF1 TXNL4A UBAP2L UBE2I UBE2K UBN1 UBQLN2 UPP1 URI1 USP4 USP9X VDAC1 VPS33B VWA5A WASHC4 WDR59 WSB1 XRCC4 YTHDC2 ZBTB20 ZBTB22 ZCCHC10 ZDHHC6 ZFP64 ZFR ZMYM4 ZNF225 ZNF35 ZNF410 ZNF544 ZNF557 ZNF629 ZXDB NAKAYA_MYELOID_DENDRITIC_CELL_FLUMIST_AGE_18_50YO_7DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAYA_MYELOID_DENDRITIC_CELL_FLUMIST_AGE_18_50YO_7DY_DN ABCF2 ABL1 ACSL1 ADAMTS2 AGRN AKAP6 AKIP1 ALDH6A1 AMZ2 APOBEC3F APOBEC3G APPL2 ARFGAP2 ARHGAP1 ARIH1 ARMC9 ASAH1 ASAP2 ATF7IP ATP2C1 BAG3 BCAT1 BNIP1 C2orf68 C9orf78 CASP4 CASP9 CCDC92 CCR6 CD22 CDK10 CDK5R1 CDR1 CES2 CFAP74 CHN2 CHUK CLCN5 CLEC11A CLPX CMC2 COBLL1 COPB1 CPPED1 CPT1A CRAT CREM CRIPT CRTC3 CUL5 CYRIB DCAF7 DDB2 DDX19A DDX60 DGKE DTNA DUOX1 DUT DZIP3 E2F5 EI24 ELK3 ELMO2 ENPP2 ENTPD4 EP400 ERAP1 FAM120A FBXO7 FBXW7 FCMR FLOT1 FXN G0S2 G6PC3 GBE1 GBP1 GEMIN2 GLRX2 GNPDA1 GOT1 GPR107 H2AZ2 HEMK1 HMGN4 ICOSLG IFI44 IFIH1 IFIT5 IGF2R IGKC IL15 INSM1 JAK3 KIAA0040 KIF1C KIZ KLHL7 KMO KPNA2 KPNA3 KPNA6 KRAS KRT86 LAT LMBR1L LMO4 LPAR1 LY6G5C LY75 MAL MALT1 MAP1A MAP7 MARCHF6 MASP2 MDM2 MID1 MMP11 MRPS10 MRS2 MSRB2 MTMR4 MTPAP MYOF NAA16 NAA40 NCAM1 NCAPG NDEL1 NFKB2 NIPSNAP1 NOC3L NPAT NR3C1 NR4A3 NRP1 NUAK2 NUP153 NUP37 OASL OGFOD3 OGT PBX2 PCDHGC3 PCIF1 PCYOX1L PDCD2 PDLIM5 PEX7 PIGG PIK3C3 PIK3CA PJA1 PLA2G7 PMS2P3 POLR2C POLR3D PPARD PPM1D PRKD1 PRKRIP1 PSEN2 PSIP1 PTCD3 PTK2 PTRH2 PTTG1 QDPR RAB20 RAB27A RAB28 RALGAPB RANBP6 RCN1 RCOR3 RGL1 RING1 RRP1B RS1 SAE1 SAR1A SEC31B SENP5 SF1 SFRP1 SIAH1 SLC25A20 SLC25A24 SLC29A1 SLC48A1 SLC7A11 SLF2 SMAD4 SMAGP SMARCA2 SMC4 SNRNP35 SNRPB SNUPN SOX4 SP140 SPATA2L SPNS1 SRI SRRD SRSF7 STAT1 STAT3 SYPL1 SZRD1 TAF1C TCAF1 TCEAL2 TCF7L1 TCF7L2 TENM1 TFEC TFF3 TFIP11 TFRC THAP12 TICAM1 TM2D1 TMCO1 TMEM106C TMEM147 TMEM268 TMEM41B TMEM50B TNFRSF25 TOE1 TRIB2 TRIM38 TSPAN13 TTBK2 TTLL3 TUT4 UBE2B UBTF UBXN7 VEGFA VPS26C VRK3 WAC XPNPEP3 XPO4 XPO6 XRCC1 YAF2 ZBTB17 ZBTB18 ZBTB40 ZC3H14 ZFP64 ZFX ZMIZ2 ZNF155 ZNF211 ZNF264 ZNF337 ZNF589 ZNF672 ZNF706 ZNF821 ZSCAN12 NAKAYA_MYELOID_DENDRITIC_CELL_FLUMIST_AGE_18_50YO_7DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAYA_MYELOID_DENDRITIC_CELL_FLUMIST_AGE_18_50YO_7DY_UP AATF ABCF2 ACACB ACADVL ACAP1 ACSF2 ACTN1 ADGRE5 ADGRG6 ADISSP ADSL AGL AGO1 AGO2 AKAP10 AKT3 ALDH3A2 ALDOC ANAPC10 ANG ANKLE2 ANKRD12 ANKRD40 ANKS1A AOAH AP3S2 AREG ARFIP1 ARHGAP25 ARHGEF2 ASCC3 ASH2L ASNSD1 ATP6V1C1 ATP8B4 AXL BAG2 BBLN BEST1 BPTF BRD4 BUB1 C1orf56 C2CD2L C2CD3 C2orf49 CALM1 CAPN7 CASP2 CCND3 CCNG1 CCSER2 CD101 CD151 CD36 CD99 CDC5L CDK11A CDK11B CDK16 CDS2 CEBPD CELF1 CEP112 CEP192 CEP350 CHN2 CLK3 CLTB CMAHP CNOT4 CNTRL COG8 COQ6 CORO1B CREBL2 CRIP1 CRK CRYL1 CSF2RA CSNK2A1 CTSW CUEDC2 CYP51A1 CYTH1 CZIB DCAF1 DCLRE1C DDOST DDX27 DENND10 DENND4B DEXI DGKA DISC1 DLX4 DNAJC13 DNM2 DNPH1 DOK2 DVL2 ECH1 EFNA4 EGR1 EGR3 EHBP1 EIF2B3 EIF3J ELOB ELP3 ENGASE EOLA1 EOLA2 ERMAP ETNK1 ETS2 EVI5 EXOC7 F13A1 FAM124B FBXW10B FKBP5 FLII FOS FOSB FOXJ3 FOXN2 FOXP1 FRAT1 FTSJ1 FYB1 GABBR1 GAPVD1 GCDH GLG1 GLYR1 GNAL GNL3L GORASP2 GPD1L GPD2 GPI GRAMD2B GSK3B GTF2A1 GTF2H5 HAX1 HDAC4 HEBP2 HEXIM1 HIP1 HIPK2 HNRNPA0 HPS1 HTR7 HUS1 IBA57 IDI2-AS1 IDS IFNAR1 IFRD1 IKBKB IL13RA1 IL18R1 ILVBL ISG20L2 IVNS1ABP JADE2 JUN KANSL3 KDM4B KHNYN KLF12 KLF6 KLF9 KLHDC10 LDLRAD4 LIAS LILRA6 LILRB1 LILRB3 LMO4 LRIG1 LRP5L LRRC41 LRRC47 LSM5 LUC7L MACF1 MAFF MAGOH MAP1LC3B MAP3K2 MAPK1 MAPK9 MAPKAPK5-AS1 MARCHF1 MCCC2 MCM3AP ME3 MED6 MEF2A MFN1 MIA3 MICU1 MKI67 MOSPD3 MPZL1 MRPL15 MRPS18B MSR1 MTDH MTF1 MUS81 NABP1 NIPAL2 NOL8 NR4A2 NSG1 NUMA1 NUP155 NUP205 PAPSS2 PAQR3 PCGF2 PDCD6 PDE4DIP PDF PDS5B PDSS1 PI4KB PIGB PIGP PLAUR PLCB2 PLN PLPP1 PLXND1 PMVK POLR2H POLR3C PON2 POP5 PPIA PPIE PQBP1 PRDM2 PRDM4 PRKCA PRKCI PSD4 PSMD5 PSPH PTAFR PTCD1 PTEN PTGER4 PTGS2 RAB29 RABL2A RABL2B RAD50 RAD51B RAD51C RAP2A RAP2B RASA1 RASA2 RCBTB2 RECQL RETREG2 RFXAP RGS1 RHOC RIC8A RNF24 RNFT1 ROBO3 RPL26L1 RRP9 RTN1 RTRAF RUNX1 RUSC1 RXRB SAFB2 SCAMP1 SCAND2P SCN9A SDHC SEZ6L SH3BP4 SH3TC1 SHQ1 SIGLEC7 SKIL SLC24A1 SLC35A3 SLC39A9 SLC4A7 SLCO3A1 SMYD2 SNAPC3 SOCS3 SOD2 SOS2 SPATA20 SPATA6 SPTLC2 SS18 ST6GAL1 ST8SIA4 STAU2 STK3 STK38L STX16 STX17 STX6 SUGP2 SUPT20H SUPT7L SUV39H1 SYMPK SYNC TACO1 TAF12 TAF4 TBL1XR1 TBRG4 TCAF1 TCF20 TESC TGFBR2 TIMM9 TLR8 TMPO TMX4 TNNI2 TNPO1 TOR1AIP1 TRABD TRAM2 TRAPPC4 TRIM14 TRIO TRIP11 TRNAU1AP TSC22D3 TSNAX-DISC1 TTC3 TUBB TUBB4B TUG1 TUT7 TWF1 TXLNA TXNL4A UBE2Q1 UBE3A UBE3B ULK2 USP4 USP7 UTP14A VAMP1 VCAN VEZF1 VPS4A VWA8 WASHC4 WDR45 ZFP36L2 ZNF142 ZNF175 ZNF331 ZNF408 ZNF419 ZNF518A NAKAYA_PBMC_FLUAD_IMUVAC_MALE_AGE_14_27YO_CORRELATED_WITH_HAI_RESPONSE_MF59_ADJUVANTED_AND_NON_1DY_GENES_IN_BTM_M75_POSITIVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAYA_PBMC_FLUAD_IMUVAC_MALE_AGE_14_27YO_CORRELATED_WITH_HAI_RESPONSE_MF59_ADJUVANTED_AND_NON_1DY_GENES_IN_BTM_M75_POSITIVE ANXA3 BCL3 C1QB CARD9 CXCL10 DDX60 DHX58 HERC5 IFIH1 IFIT1 IL1B IRF7 OAS1 OAS3 PML RARA RIGI RSAD2 SERPING1 NAKAYA_PBMC_FLUAD_MALE_AGE_14_27YO_1D_POSTBOOST_VS_0D_PREIMM_MF59_ADJUVANTED_1DY_ATIV_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAYA_PBMC_FLUAD_MALE_AGE_14_27YO_1D_POSTBOOST_VS_0D_PREIMM_MF59_ADJUVANTED_1DY_ATIV_UP ANKRD22 ATF3 BATF2 CALHM6 CD274 CEACAM1 CXCL10 EFCAB2 EPSTI1 ETV7 FBXO6 FCGR1A FCGR1BP GBP1 GBP4 GBP5 GK ICAM1 IDO1 IFI35 IFI44L IL15 KREMEN1 LAMP3 LAP3 LHFPL2 MYOF OAS3 P2RY14 PSTPIP2 RSAD2 SCARF1 SERPING1 SMCO4 SORT1 STAT1 TFEC TYMP VAMP5 WARS1 NAKAYA_PBMC_FLUAD_MALE_AGE_14_27YO_1D_POSTBOOST_VS_0D_PREIMM_MF59_ADJUVANTED_1DY_GENES_IN_BTM_M40_AND_M53_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAYA_PBMC_FLUAD_MALE_AGE_14_27YO_1D_POSTBOOST_VS_0D_PREIMM_MF59_ADJUVANTED_1DY_GENES_IN_BTM_M40_AND_M53_DN BCL11B BIRC3 CCL5 CD2 CD247 CD27 CD28 CD3D CD3E CD3G CD6 CD96 EOMES ETS1 GATA3 GIMAP6 GIMAP7 GNLY GPR171 GZMA GZMB GZMH GZMK GZMM HLA-DQB1 ICOS IL32 IL7R ITK ITM2A KLRB1 LAT LCK LEF1 MAL NELL2 NKG7 NLRC3 PAK1 PRKCH PRKCQ RASGRP1 RORA SAMD3 SH2D1A SIRPG SIT1 TIGIT TRAC TRAJ17 TRAT1 TRAV20 TRBC1 UBASH3A XCL2 ZAP70 NAKAYA_PBMC_FLUAD_MALE_AGE_14_27YO_1D_POSTBOOST_VS_0D_PREIMM_MF59_ADJUVANTED_1DY_GENES_IN_BTM_M40_AND_M53_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAYA_PBMC_FLUAD_MALE_AGE_14_27YO_1D_POSTBOOST_VS_0D_PREIMM_MF59_ADJUVANTED_1DY_GENES_IN_BTM_M40_AND_M53_UP C1QA C1QB C1QC CD58 CD86 HLA-DQA1 LY96 NFKBIA NLRC4 NLRP3 NOD2 RIPK2 RXRA SIRPA TLR4 TNFAIP3 TYROBP NAKAYA_PBMC_FLUARIX_FLUVIRIN_AGE_18_50YO_3DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAYA_PBMC_FLUARIX_FLUVIRIN_AGE_18_50YO_3DY_DN AAK1 ACAP1 AFF4 AGFG1 AKAP17A AKAP8 AKT2 AMY1A AMY1B AMY1C AMY2A ANAPC1 ANKRD10 ANKRD11 AP1G1 AP3M2 APBA2 ARID3B ARID5A ARMH1 ASXL1 ATG16L1 ATG2A ATL2 ATP2B1 ATXN1L ATXN7 AXIN2 BANP BBX BCL3 BCLAF1 BEX2 BHLHE40 BMAL1 BRD7 BTG1 BTG3 C1orf52 CAPRIN1 CBX3 CCDC186 CCNL1 CCNL2 CCNT2 CD6 CDC14A CDC42 CDK11A CDK11B CDK12 CDKN1B CDR2 CENATAC CEP95 CHD2 CHD7 CIRBP CLDND1 CLK1 CLK4 CNOT2 COPA COQ10B COX4I1 CTDSPL2 CWC25 CXCR4 CXorf65 CYLD CYTIP DCAF16 DCP1A DDIT3 DDX21 DDX24 DDX47 DDX50 DDX51 DDX52 DGKA DIP2B DNAJB1 DNAJB9 DNAJC7 DUSP2 DYNC1LI2 EBLN2 EEIG1 EIF1 EIF1AD EIF2AK3 EIF3B ELF2 ENTPD4 EXOC3 FAM153A FAM153CP FAM8A1 FASTKD2 FBXO3 FBXO33 FHIP2A FNIP1 FOXJ3 FUS G0S2 GABPB1-IT1 GAS5 GATA3 GGNBP2 GMEB2 GNE GNL1 GOLGA4 GOLGA6L9 GOLGA8A GOLGA8B GORAB GPR183 GPRASP1 GSPT1 GTF2B H2AZ2 H3-3B HABP4 HAUS3 HBP1 HECA HERC3 HERPUD1 HIF1A HINT1 HIP1R HMCES HMGB1 HNRNPA1 HNRNPA3 HNRNPD HNRNPH3 HNRNPM HPS4 HSF2 ICOS IFRD1 IGF1R IKZF5 IL11RA IL6ST ILF3 ILKAP IP6K2 IST1 ITCH ITPKB ITPR1 IVNS1ABP JADE1 JAK1 JMJD1C JMY JOSD1 KANSL2 KAT6B KDM2A KDM3A KDM7A KIZ KLF9 KLHDC2 KLHL20 KRAS LENG8 LINC-PINT LPIN1 LRP10 LSG1 LUC7L2 MAFF MALSU1 MAP4K1 MAPK1IP1L MAPK8 MARCHF6 MBD4 MDH1 MDM4 MDN1 MED10 MED23 MED26 MED6 MEF2D MFSD14A MGAT5 MIR22HG MOAP1 MPHOSPH8 MSI2 MTAP MTCH1 MTX3 MYLIP NAA16 NAP1L4 NDEL1 NDUFAF5 NDUFB8 NECAP1 NGDN NKTR NLRP1 NOL11 NOL4L NOP58 NUP153 NUP58 NXT1 OFD1 OGA OGT OSBP OSER1 OSM PABPC1 PAPOLA PARP8 PBX4 PCBP2 PCNP PCNX1 PDCD4 PDE4B PDE4D PDE7A PDZD8 PELI1 PER1 PGGHG PGM2L1 PHF1 PHF10 PHF3 PIDD1 PIGA PIK3IP1 PIM3 PLK3 PNISR PNN POLR1C POLR3E PPIA PPIL4 PPM1A PPM1B PPP1R16B PPP2CA PPP2R5C PPTC7 PRDM2 PRKCZ PRPF4B PSMA3 PSMA3-AS1 PSMD12 PTBP2 PTPN1 PTS PURB QRICH1 QSOX2 RAB11FIP2 RABGGTB RACK1 RAD23B RANBP2 RAPGEF2 RBBP6 RBM14 RBM19 RBM25 RBM33 RBM39 RBM8A RBSN RCAN3 RELL1 RGCC RGPD5 RGPD6 RGPD8 RHOH RICTOR RLIM RNF10 RNF103 RNF216 RORA RPAIN RPL10 RPRD1B RRN3P1 RRP1B RSRC2 RUNX2 RYK SAR1A SBDS SCAF11 SDE2 SEC31A SEC31B SELENOK SEMA4D SENP1 SENP3 SEPTIN2 SERINC1 SETD1B SF3A1 SFI1 SFPQ SGSM2 SGTB SIAH1 SIVA1 SLC25A16 SLC25A28 SLC25A36 SLC2A14 SLC2A3 SLC6A6 SLCO3A1 SMC4 SMPD4 SMURF1 SNHG1 SNORD89 SNRK SNRNP200 SNRPA1 SON SORL1 SOX6 SPG7 SPOCK2 SPRTN SPTAN1 SPTY2D1 SREK1 SRSF1 SRSF10 SSBP1 STAM STK35 STMN3 SUB1 SUPV3L1 SYNCRIP SYTL3 TAF11 TASOR2 TENT4A TFRC THBD THSD1 TIPARP TLE3 TM2D3 TMEM41B TMEM50B TMEM59 TNFAIP3 TNFRSF25 TPM2 TRA2A TRAPPC10 TRIM13 TSEN54 TSPYL2 TUFT1 TUT4 U2AF1 U2SURP UBALD2 UBAP2L UBE2A UBE2B UHRF2 UNKL USP15 USP16 USP21 USP3 USP36 USPL1 VCPKMT VEGFA WDR20 WDR26 WDR33 WHAMM WTAP YRDC YTHDC1 YTHDF1 ZBTB10 ZBTB11 ZBTB25 ZBTB43 ZBTB5 ZBTB7A ZC3H12A ZC3H12D ZDBF2 ZEB1 ZFAND6 ZFAS1 ZFYVE27 ZNF14 ZNF274 ZNF430 ZNF512B ZNF529 ZNF609 ZNF639 ZNF655 ZNF746 ZNF880 ZRANB1 ZSCAN25 NAKAYA_PBMC_FLUARIX_FLUVIRIN_AGE_18_50YO_3DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAYA_PBMC_FLUARIX_FLUVIRIN_AGE_18_50YO_3DY_UP ABCD3 ABI3 ABRACL ACAA2 ACER3 ACP3 ACTR1A ADA ADAP2 ADGRE1 ADGRE2 ADGRG1 AFTPH AGFG1 AGPS AHCYL1 AHSA1 AIDA AIF1 AK2 AKAP10 AKR1C3 AKR7A2 ALDH3A2 ALDH9A1 ANAPC13 ANKMY2 ANKRD17 ANXA4 AP1S2 AP2A1 AP2B1 AP2S1 AP3B1 APAF1 APOBEC3F APOBEC3G ARF3 ARF5 ARF6 ARFIP1 ARHGAP18 ARL5A ARMC1 ARNT ARRB1 ARSD ARV1 ASH2L ASXL2 ATP2B4 ATP6V0E1 ATP6V1B2 ATP6V1C1 ATP6V1D B3GALT4 B3GALT6 BANF1 BARD1 BCAT1 BICD2 BID BLVRA BMPR2 BSG BTBD7 C11orf71 C14orf119 C15orf39 C1orf162 C21orf91 C2orf74 C3AR1 C3orf14 CALHM2 CALHM6 CALML4 CAP1 CAPN1 CASP1 CAT CBL CBX1 CCDC115 CCDC126 CCDC90B CCR2 CCR5 CCT3 CCT5 CD160 CD244 CD300A CD300C CD300LF CD36 CD53 CD86 CDK2AP1 CDK4 CDKN1C CERT1 CFAP298 CHCHD1 CHMP4A CHST2 CHURC1 CKLF CLCN3 CLEC12A CLEC12B CLIC3 CLN5 CLTA CLTC CNIH4 CNTRL COA3 COA6 COG5 COMMD8 COPS5 COPS7A COPZ1 COQ2 COQ5 CORO1A CORO1C COX15 CPSF2 CREBL2 CRIPT CSF1R CSRP1 CST7 CSTB CTBP2 CTNND1 CTSA CTSC CTSL CUX1 CWC27 CX3CR1 CYB561D2 CYB5A CYB5B CYBRD1 CYFIP1 CYRIA CYSLTR1 DAPK1 DBI DBNL DCAF10 DDRGK1 DECR1 DENND10 DHRS4 DHRS4L2 DICER1 DISC1 DLEC1 DNAJB6 DNAJC16 DNAJC7 DNAJC8 DOK2 DPP8 DPY30 DPYSL2 DRG1 DYNC1I2 DYNLL1 ECH1 ECHDC1 EDEM3 EEA1 EFCAB14 EIF2B3 EIF2S1 ELAVL1 ELP3 EPB41L3 ERMP1 ESPN EXOC5 EXOSC1 FAHD1 FAM32A FAR1 FASTKD3 FBP1 FBXW11 FCER1G FEM1B FEZ2 FGD4 FIBP FIG4 FKBP15 FKBP1A FLI1 FMNL2 FNIP2 FUCA1 FUCA2 FZD1 G3BP1 G6PC3 GALC GALNT1 GAPT GART GATD3 GBA1 GIMAP1 GIMAP2 GIMAP4 GIMAP6 GIMAP8 GLB1 GLIPR1 GLRX GMPR2 GNGT2 GNPDA1 GNS GOLPH3 GON7 GPALPP1 GPBAR1 GPKOW GPN3 GRSF1 GSAP GTF2H1 GTF2H5 GTF3C6 GZMA HADH HAUS1 HAVCR2 HCST HDHD2 HENMT1 HIGD1A HIKESHI HMGN4 HMOX1 HMOX2 HNMT HPF1 HPS3 HPS5 HSBP1 HSD17B4 HTATIP2 HVCN1 HYPK ICAM2 ICMT IDE IDH1 IER3IP1 IFI16 IGFBP7 IL10RB IL17RA IL27RA ILK ING4 INIP INTS6 IPO7 IPO8 IQGAP1 IRAK3 JAGN1 KCNE3 KCNK3 KDELR2 KDM1B KIAA0930 KIF3B KLRD1 KLRF1 KMT5B KRCC1 LACC1 LAIR1 LAMTOR2 LFNG LILRB2 LINC00324 LINC01560 LIPA LPCAT3 LRIF1 LRRC8D LSM10 LST1 LTA4H LY86 LY96 LYAR LYPLA1 LYST M6PR MAP3K7 MAPK1 MAPKAPK3 MARCHF1 MAT2B MCTS1 ME2 MEA1 MED13 MERTK MESD METTL5 METTL7A MGAT2 MGLL MGST2 MGST3 MIB1 MICU1 MIEN1 MILR1 MKKS MLX MOSPD2 MPDU1 MPLKIP MPV17 MRM2 MRPL15 MRPL18 MRPL19 MRPL20 MRPL30 MRPL35 MRPL36 MRPL51 MRPS11 MRPS12 MRPS14 MRPS18C MRPS28 MRPS6 MS4A4A MS4A6A MS4A7 MTCH2 MTF2 MTIF2 MTMR11 MTMR12 MTSS1 MYCBP MYCL NAA38 NAAA NACC2 NAGA NBR1 NDUFA8 NDUFAF1 NDUFB3 NDUFB5 NDUFB7 NDUFS1 NDUFV3 NEDD8 NEK7 NFATC3 NLRC4 NSL1 NUDT22 NXT2 OAZ2 OCA2 OGFOD1 OPN3 ORMDL2 OSBPL11 OSTF1 OSTM1 OXR1 PAK1 PAPSS1 PARP4 PBRM1 PCMT1 PCNA PDCD6IP PDE6D PDGFD PDHB PDHX PDLIM5 PDZD11 PECAM1 PFDN6 PGLS PGM2 PIGF PIK3AP1 PIN4 PLAC8 PLPBP PLRG1 PMVK PNPO POLR1D POLR1H POLR3K POP4 POU2F2 PPA2 PPID PPM1G PPP1CA PPP1R7 PPP2CB PPP3CA PPP3CB PRAM1 PRCP PRDX1 PRF1 PRSS23 PSEN1 PSMB2 PSMC2 PSMD1 PSMD10 PSMD14 PSMD4 PTER PTGDR PTPRJ PUDP PURA QKI RAB10 RAB1B RAB27A RAB7A RAB8A RABGAP1L RALA RAP2A RASSF4 RCAN1 RCBTB2 RDH11 REEP5 RHOC RMDN1 RNASE2 RNASE6 RNF14 RNF20 RNF5 RPA2 RPE RPS27L RPS6KA1 RRAGA RRAS RWDD2B SASH1 SCAF11 SCAMP1 SCOC SCYL2 SDAD1 SDHAF2 SDHC SEC22B SEC23IP SEC62 SELENOW SELPLG SERF2 SERPINB6 SETD3 SFT2D1 SGO2 SGPL1 SH2D1B SHQ1 SIGLEC7 SKA2 SLC25A11 SLC25A12 SLC25A20 SLC25A46 SLC26A2 SLC35A5 SLC43A3 SLC7A7 SLC8A1 SLIRP SLK SLX1A SLX1B SNAPC5 SNAPIN SNX11 SNX19 SNX27 SNX5 SORT1 SP1 SPON2 SPTLC2 SPTSSA STAM2 STARD3NL STOM STX6 STX7 STX8 STYXL1 SUCLG1 SULT1A3 SULT1A4 SUPT4H1 SYK TADA3 TAOK1 TAPBPL TARS1 TASOR TBC1D1 TBXAS1 TCAIM TCF7L2 TFCP2 THYN1 TIMM8B TIMP1 TINF2 TIPRL TK2 TLR5 TLR8 TM2D1 TMBIM4 TMCO1 TMCO3 TMED9 TMEM107 TMEM126B TMEM167A TMEM185A TMEM19 TMEM218 TMEM87B TMPO TMX1 TMX2 TMX3 TNFAIP8L2 TOMM5 TOR1A TPI1 TPST2 TRAC TRAPPC1 TRAPPC3 TRIM27 TRIM69 TRIQK TRPS1 TSNAX TTC9C TTF1 TUBB TXN2 TXNDC15 TXNDC17 TXNDC9 UBE2E2 UBE2K UBE2L3 UBE2V2 UBE4A UBN2 UBR7 UCHL3 UQCC2 UQCC3 UQCR10 USB1 VAMP8 VDAC1 VIPAS39 VKORC1L1 VPS26C VPS35 VPS41 VPS45 VPS72 VRK2 VTI1B WASHC4 WIPI2 WSB2 YIF1B YIPF1 YIPF6 ZCCHC17 ZCRB1 ZEB2 ZMAT3 ZMPSTE24 ZMYM6 ZNF146 ZNF25 ZNF641 ZSWIM6 NAKAYA_PBMC_FLUARIX_FLUVIRIN_AGE_18_50YO_7DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAYA_PBMC_FLUARIX_FLUVIRIN_AGE_18_50YO_7DY_DN ABHD13 ADO AREG ARIH2 ARL4A ARL4C ARMC8 ASCC3 ASH1L ATF3 ATP1B1 ATXN7 B3GNT5 BAG5 BCL10 BCL2A1 BCL6 BCOR BTG2 C11orf58 C15orf39 C2orf49 C5AR1 C9orf72 C9orf78 CACUL1 CALCOCO2 CCDC59 CCL3 CCL3L1 CCL3L3 CD55 CD6 CD83 CDADC1 CDK17 CDKN1A CFL2 CHD1 CHMP1B CHMP2B CHORDC1 CLEC2B CLK4 COX17 CPEB2 CREBRF CREM CRY1 CSRNP1 CTNNB1 CXCL16 CXCL2 CXCL8 CYLD DDX21 DICER1 DNAJB9 DUSP1 DUSP5 DYNLL2 EGR1 EGR2 EGR3 EIF5 ELF1 ELK4 ENC1 ENPP4 EPG5 EPS8 ESCO1 ETF1 ETNK1 ETV3 EXOC8 FAM117B FAM53C FBXL3 FEM1C FGFR1 FKBP15 FOS FOSB FOSL2 FTH1 GABARAPL1 GABARAPL3 GADD45B GCC1 GPATCH2L GPR18 GZF1 HAVCR2 HBEGF HCAR3 HEG1 HERC4 HLA-F HNRNPC HSPA14 ICAM1 IDI1 IFNGR1 IL1B INSIG1 IRF2BP2 ITPRIP IVNS1ABP JARID2 JMJD1C JMJD6 JUNB JUND KAT7 KBTBD2 KBTBD8 KCNS2 KDM7A KLF11 KLF4 KLHL15 L3MBTL3 LATS2 LCOR LONRF1 LRRFIP1 LYN MAD2L1BP MAFB MAFF MAFK MALAT1 MAP3K8 MAPK1IP1L MCL1 MCM9 MED21 MED30 MEF2D METRNL MEX3C MIR23AHG MNT MSL2 MTMR6 MUL1 NAMPT NCAM1 NFE2L2 NFIL3 NFKBIE NGRN NLRP3 NR4A1 NR4A2 NR4A3 NSF NUB1 NUDT15 OSM OTUD1 PCGF5 PDE4D PDP1 PDZD8 PFKFB3 PGGT1B PHACTR1 PLAUR PMAIP1 PPM1A PPM1D PPP1R15A PPP1R15B PPP2R2A PRKAR1A PRPF4B PTGER4 PTGS2 PTP4A1 PTPRE PTX3 PWWP2B QKI RAB11FIP4 RAB12 RAB18 RAB20 RAB8B RAP2C RASGEF1B RBBP6 RBM15 RBM18 RBM33 RBM38 RBM7 RELT RGS1 RGS2 RHOB RICTOR RIPK2 RLIM RNF138 RNF139 RNF19A RPS24 SAMD8 SAMSN1 SAT1 SCAF11 SERTAD1 SERTAD2 SERTAD3 SIK1 SLC16A6 SLC25A30 SMAD4 SNHG15 SNIP1 SNX13 SOCS1 SOCS3 SP100 SP3 SPIDR SPOPL SPTY2D1 SRGAP2 SRSF3 STK39 TENT4B TENT5A TGIF1 THBS1 TIGAR TNFRSF21 TPM3 TRAF6 TRIB1 TSC22D2 TSPYL1 UQCRC2 USF3 USP30 USP42 UTRN VEGFA WASL WDR48 WTAP XPR1 YES1 YPEL5 YTHDF3 ZBTB1 ZBTB10 ZBTB21 ZBTB33 ZBTB43 ZC3HAV1 ZCCHC2 ZFAND5 ZFC3H1 ZFP36 ZNF267 ZNF281 ZNF282 ZNF326 ZNF350 ZNF506 ZNF644 ZNF703 ZNF92 ZXDA NAKAYA_PBMC_FLUARIX_FLUVIRIN_AGE_18_50YO_7DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAYA_PBMC_FLUARIX_FLUVIRIN_AGE_18_50YO_7DY_UP AARS1 AARSD1 ACADM ACAT1 ACSL5 ACSS1 ADAM19 ADK ADSL AIFM1 AK2 ALG14 ALG5 ALG8 ANAPC7 ANG ANKRD17 ANKRD36B ANKZF1 ANTXR2 ANXA6 APEH APOBEC3B AQP3 ARF1 ARF4 ARIH2 ASB3 ATF6 ATG7 ATIC ATP6V0A2 ATP8B2 ATXN2 AURKAIP1 BATF BCAT2 BET1 BLNK BLOC1S5 BLTP2 BRCC3 C11orf24 C11orf54 C17orf80 C1GALT1C1 C1orf56 C2orf68 C6orf89 C9orf85 CALU CAMK2G CASP2 CASP6 CAV1 CBFA2T2 CD27 CD38 CD59 CD79A CD79B CDC16 CDC25B CDK13 CEP350 CHCHD7 CLCC1 CLK2 CLN5 CLPTM1 CLPTM1L CNOT1 CNOT6 CNPY2 COA4 COA5 COBLL1 COG8 COMMD1 COMMD3 COPB2 COPE COPG1 COPS6 COPZ1 COX18 CPSF2 CREB3 CREB3L2 CREBZF CRLS1 CSTF3 CUTC DCPS DDOST DENND2D DGUOK DHPS DHRS4-AS1 DLG1 DNAAF10 DNAJB11 DNAJC1 DPEP2 DPM3 DPP3 DTD2 DZIP3 EAF2 EBNA1BP2 ECE1 ECHDC1 ECHDC2 EDEM1 EDEM3 EDF1 EEF1A1 EIF2B4 EIF3J EIF3M ELP3 ELP5 EMSY ENSG00000272447 ENTPD1 EPRS1 ERCC6L2-AS1 ERGIC2 ERLEC1 ESYT1 FAHD2A FAM120AOS FAM120B FAM200B FAM30A FAM3C FAM85B FARSB FASTKD1 FBH1 FBXL16 FBXO9 FBXW7 FCMR FCRL5 FDPS FKBP11 FKBP14 FKBP2 FLAD1 FLI1 FTX FUS G3BP1 GALM GART GATAD1 GCN1 GEMIN7 GGH GIMAP1 GLCCI1 GLT8D1 GMDS GMPPB GNPAT GOLGA5 GOT1 GPAA1 GPATCH1 GPR75 GRAP GTF2A2 GTF2H1 GTF2H2 GTPBP3 H1-3 H4C11 H4C12 HACD3 HAX1 HBS1L HDDC2 HDDC3 HDLBP HECA HERC2 HERC2P3 HERC4 HEXA HFE HIBCH HIKESHI HINT2 HIPK2 HIRIP3 HM13 HMG20B HS2ST1 HSP90B1 HYOU1 IARS1 IDH2 IFFO1 IGHA1 IGHA2 IGHD IGHG1 IGHG2 IGHG3 IGHG4 IGHM IGHV1-69 IGHV3-23 IGHV3-48 IGHV4-31 IGKC IGKV1D-33 IGKV3-20 IGLC1 IGLL1 IGLL5 IGLV1-44 IGLV2-23 IGLV3-16 IGLV3-19 IGLV3-25 IKBKB IL2RA IL6R IMMT INPP4A INPP5B IPO9 IPP ISG20 ITGB7 ITM2C JCHAIN JPT2 KCNK6 KDELR1 KDELR2 KDSR KHDC4 KIAA1143 KIF3B KLHDC10 KLHL14 KRBOX5 KRI1 KRIT1 KRTCAP2 L3MBTL2 LARP4B LDAH LDLRAP1 LINC01138 LMAN1 LMAN2 LPXN LRCH3 LRIG2 LSM4 LUC7L LXN MAD1L1 MAN1A1 MANF MAP3K7 MARK2 MCCC2 MCM3 MCM7 MCTS1 MDS2 MED16 MED17 MEGF6 METTL25 METTL2A METTL2B METTL3 METTL8 MFF MFNG MFSD8 MIAT MID1 MITD1 MLEC MON2 MPHOSPH9 MRI1 MRPL23 MRPL24 MRPL34 MRPL37 MRPL41 MRPS16 MRPS18A MRPS18B MRPS31 MRPS33 MRPS7 MRTO4 MS4A1 MSS51 MTAP MTDH MTHFD1 MTIF3 MTMR4 MTRF1 MYDGF MZB1 NAA20 NAIP NBPF1 NCL NCOA3 NDOR1 NDST1 NDUFAF3 NDUFC1 NFATC2IP NIPAL3 NIPSNAP1 NIT1 NMRAL1 NMRK1 NMT1 NNT NOMO1 NOMO2 NPAT NPHP3 NSD2 NSUN5 NSUN5P1 NSUN5P2 NT5C2 NT5DC1 NUDT5 NUDT9 NUP210 NUP37 NUP43 NVL OCIAD1 OGDH OGFOD1 OGT ORC3 ORMDL1 OSBPL10 OSTC P2RX5 P4HB PAAF1 PABPC1L PAICS PAQR8 PBRM1 PCED1B PCID2 PCLAF PDCD11 PDF PDHA1 PDIA4 PDIA5 PDIA6 PFDN6 PGM5-AS1 PHB1 PHKB PI4KB PIGF PIGP PIGU PIK3C2A PILRB PLA2G6 PLPBP PLPP5 PMS1 PMS2P2 PNOC POC5 POLR2H POLR2J2 POLR2L POLR3A POP5 POU2AF1 PPIB PPP1R21 PPP1R3E PPP6R3 PRDM15 PRDX4 PREB PRIM1 PRIMPOL PRKCI PRKDC PRMT1 PRPSAP1 PSMB5 PSMC3 PSME3 PSME3IP1 PTPRCAP PYCR2 QRSL1 QSOX1 RAB3GAP1 RAB3GAP2 RABAC1 RAD17 RAI1 RALGAPB RBM41 RBM5 RBM6 RER1 REXO2 RNF34 RPA3 RPN1 RPN2 RPRD1A RPS27A RRM2 S100PBP SAMM50 SAR1B SDF2L1 SEC11C SEC23B SEC24A SEC61A1 SEL1L SEL1L3 SETD5 SETDB2 SHMT2 SIRPG SLAMF1 SLAMF6 SLAMF7 SLC26A2 SLC30A5 SLC30A6 SLC30A7 SLC33A1 SLC35B3 SLC35E2A SLC44A1 SMC4 SNAPC5 SNORA28 SNORD104 SNRNP25 SNX19 SP3 SPATS2 SPCS2 SPCS3 SPIN3 SPOP SPTBN1 SRM SRP54 SRPRB SRSF1 SSR1 SSR3 ST6GAL1 STAT5B STING1 STK38 STT3A STYX SUB1 SUPT20H SYNRG TAF12 TAPBPL TBC1D14 TBCE TCF12 TCF7 TCTN2 TERF2 TFB1M THEM4 TIMM13 TIMMDC1 TMBIM4 TMC6 TMED9 TMEM156 TMEM165 TMEM19 TMEM204 TMEM214 TMEM223 TMEM258 TMEM260 TNFRSF13B TNFRSF17 TNIP1 TOR3A TPD52 TRAF5 TRAM2 TRAPPC12 TRIB2 TRIM52 TRIM73 TRRAP TRUB2 TSC1 TTC1 TTC17 TUBD1 TXNDC15 TXNDC5 TYMS UBA5 UBAP2 UBASH3A UBE2G1 UBE2J1 UBE4B UBXN8 UCP2 UGGT1 UPF3A UQCRQ USO1 USP28 USP45 USP48 UXS1 VAMP1 VAPA VPS29 VPS8 VRK3 WASHC3 WDR46 WIPI1 YIF1A ZBTB8OS ZDHHC13 ZFX ZKSCAN1 ZMYM5 ZNF207 ZNF318 ZNF512 ZNF514 ZNF573 ZNF585B ZNF638 ZNF692 ZNF717 ZNF818P ZNHIT1 ZWINT NAKAYA_PBMC_FLUARIX_FLUVIRIN_AGE_18_50YO_CORRELATED_WITH_HAI_28DY_RESPONSE_AT_3DY_NEGATIVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAYA_PBMC_FLUARIX_FLUVIRIN_AGE_18_50YO_CORRELATED_WITH_HAI_28DY_RESPONSE_AT_3DY_NEGATIVE ADPRM ADTRP AFF3 AFF4 AHCTF1 AK3 AMD1 ANK3 ANKRD12 ANKRD36 APBA2 AQP3 ARHGAP24 ARL4C ARMH1 ATF7IP2 ATG13 ATOSA ATP2B1 ATRX ATXN7 B3GNT7 BACH2 BANK1 BBX BCL11B BCLAF1 BEX2 BEX4 BOLA2 BPGM BRD1 C11orf58 C12orf29 C12orf57 C12orf75 CAMK4 CAVIN2 CBLB CBX5 CCDC50 CCND2 CCNT1 CD28 CD3D CD3G CDC14B CDC42SE2 CDK12 CDK17 CDR2 CEBPZ CEP57 CEP95 CEPT1 CETN2 CFAP36 CHD1 CHD2 CHIC1 CHORDC1 CIR1 CLASP1 CLDND1 CLK4 CNOT6L CNST COX11 CREBRF CTC1 CTLA4 CWF19L2 DANCR DBF4 DCAF16 DDHD1 DDX11L2 DDX47 DENND11 DHX36 DIS3 DLST DNAJB1 DNAJB14 DNAJC2 DNTTIP2 DUSP11 DUSP4 EAPP EBLN2 ECD ELP2 EML4 ENDOD1 EPB41L4A-AS1 EPB42 ESCO1 EWSR1 EZR FAM133B FAM153A FAM162A FAM169A FAM20B FAM76B FAM98B FBXL3 FHL1 FNBP4 FOXO1 FOXP1 FUS GAS5 GCOM1 GGNBP2 GGTA1 GKAP1 GNAS GNB5 GNE GOLGA8A GOLGA8B GON4L GPAM GPR183 GPRASP1 H1-3 H2AZ2 HBP1 HEATR1 HGD HMGB1 HNRNPD HSF2 IL6ST ISCA1 ITGA6 ITGB3BP ITK ITM2A ITPKB ITPR1 IVNS1ABP JAK1 JMY JUND KAT6B KCNA3 KDM3A KDM6A KDM7A KIAA1143 KLF12 KLF9 KLHL24 KLRB1 KPNA3 KPNA5 KRR1 LCOR LEF1 LINC02076 LMO7 LSG1 LUC7L2 LY9 MALAT1 MAML2 MAN1C1 MAP3K4 MATR3 MED21 MED23 MED30 METAP2 METTL16 METTL8 MEX3C MFSD14A MGAT4A MLH3 MPHOSPH8 MSI2 MTF2 N4BP2 NAA25 NAE1 NAP1L5 NDFIP2 NEDD1 NGDN NKTR NOL11 NOL7 NOSIP NR1D2 NUCB2 NUCKS1 NUFIP1 OCIAD2 OXNAD1 P2RY10 PASK PCBP2 PDE4D PDE4DIP PHF20L1 PHF5A PIK3CA PIK3IP1 PIK3R1 PLA2G12A PNISR PNN POLR2M POLR3E PPFIBP1 PPIG PPM1A PPP1CB PPP1R16B PPP1R2 PPP4R3A PRKACB PRKCQ PRKRA PRORP PRRC2C PSPC1 PTCD3 PTPN2 PTPN4 PTS PURB RAB30 RALGAPA1 RANBP2 RAPGEF6 RBM25 RBM38 RBM39 RC3H2 RCAN3 RGCC RGPD5 RHOH RICTOR RNF138 RNMT RORA RPL37 RSBN1 RSL24D1 RSRC2 RUNX3 RYK SAR1A SBDS SCML1 SECISBP2L SEPSECS SEPTIN2 SETD2 SF1 SFPQ SFXN1 SGTB SH2D1A SH3YL1 SINHCAF SLC16A7 SLC25A36 SLC38A1 SLC4A7 SMC3 SMIM19 SMN1 SMN2 SNCA SNHG1 SNHG8 SNRK SNRPN SOS2 SPTY2D1 SRSF11 SRSF3 SRSF6 SSBP1 STAT4 STK17A STK4 STMN3 STT3B SUPV3L1 SVIP SYNCRIP SYNE2 TAF4B TAF9B TBC1D15 TC2N TENT4B TENT5C TGFBR2 THEMIS THOC2 TIPARP TM9SF3 TMEM106B TMEM220 TMEM243 TMEM263 TNIK TNKS TNPO1 TOMM20 TPP2 TRAC TRAPPC10 TRAT1 TRIM13 TRMT13 TSPYL1 TTC3 TTC32 TUBB1 TUBB6 TWF1 UFL1 URI1 USP12 USP16 USP36 USP47 USPL1 UTP4 VIRMA WASF2 WDR89 WTAP YTHDC1 ZBTB25 ZBTB38 ZC3H11A ZCCHC10 ZEB1 ZFR ZMYM2 ZNF101 ZNF12 ZNF131 ZNF136 ZNF22 ZNF26 ZNF274 ZNF277 ZNF292 ZNF331 ZNF395 ZNF512B ZNF814 ZNF92 NAKAYA_PBMC_FLUARIX_FLUVIRIN_AGE_18_50YO_CORRELATED_WITH_HAI_28DY_RESPONSE_AT_3DY_POSITIVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAYA_PBMC_FLUARIX_FLUVIRIN_AGE_18_50YO_CORRELATED_WITH_HAI_28DY_RESPONSE_AT_3DY_POSITIVE ABCA7 ABHD18 ABHD2 ACLY ACTR3 ADA2 ADCY7 ADIPOR2 AGO4 AGPS AGTRAP AHCYL1 AKR1A1 ANPEP ANXA2R-AS1 AP3S2 APAF1 APBB1IP APEH APH1B APLP2 APOBR APTX AQP9 ARAP1 ARAP3 ARF3 ARHGAP9 ARPC1B ARSD ASGR2 ASH2L ASRGL1 ATG7 ATP10D ATP6AP1 ATP6V0A1 ATP6V0D1 ATP6V1A ATP6V1B2 BEST1 BRI3 BTK C1orf162 C4orf48 C9orf72 CALML4 CAMSAP1 CAP1 CAPG CAPNS1 CAPZB CARD8 CASP1 CASP10 CCPG1 CCR5 CD300A CD36 CD4 CD53 CD58 CD93 CFD CHST15 CHURC1 CIDEB CKLF CLDN6 CLEC4E CLMN CLTA CNIH4 COA3 CORO1A CORO1B COX15 CPPED1 CR1 CREB5 CRLS1 CSF1R CSF2RB CSF3R CSK CSTB CTBP2 CTSD CX3CR1 CYFIP1 CYREN DAGLB DAPK1 DAXX DBT DCAF7 DCUN1D1 DDB2 DENND10 DENR DFFA DGAT2 DGLUCY DHRS9 DMXL2 DPYSL2 DRAM1 DUSP18 EEFSEC EFHD2 EIF4E2 ENTPD1 ENTPD4 ERICH1 FAM193A FAR2 FBXL5 FGD2 FGD4 FGL2 FKBP15 FNDC3B FPGT FPR2 FRAT1 FRAT2 GAA GALNT2 GALNT7 GAPT GBA1 GCA GCNT1 GCNT2 GK GLRX GLT1D1 GNS GPBAR1 GRAMD4 GRN GSN HAL HCK HDAC5 HDLBP HK1 HK3 HMBS HNRNPAB HS1BP3 HSPA6 HYCC1 HYPK IDH1 IFI30 IFITM2 IFITM3 IFNAR1 IFNGR2 IL10RB IL17RA ILK IMPA2 IQGAP1 IRAG1 IRF2 ITGAX JAGN1 JAML JPT1 JUP KCNE3 KCNJ15 KCNJ2 KCNK6 KCNMB1 KDELR1 KDELR2 KIAA0513 KIAA0930 KIAA2013 KIR2DL2 KIR3DL1 KIR3DL2 LAIR1 LAMP2 LARP4B LAT2 LILRA1 LILRA2 LILRA3 LILRA6 LILRB1 LILRB2 LILRB3 LRP1 LRRK2 LST1 LYL1 LYST M6PR MAP2K3 MAP2K4 MAPK1 MAPKAPK3 MBOAT1 MBOAT7 MCCC2 MEGF9 MGST2 MGST3 MICU1 MILR1 MIR21 MNDA MOB3A MOGS MOSPD2 MPEG1 MS4A7 MSL1 MSRB1 MSRB2 NAAA NADK NAGA NAGK NAIP NCF1 NCF1B NCF1C NCF2 NCF4 NDUFB3 NEK9 NLRP12 NME6 NOD2 NOL12 NPL NQO2 NUDT16 OGDH ORAI3 ORMDL2 OS9 OSBPL11 OSTM1 P2RY13 PACSIN2 PADI2 PAK1 PANK2 PCGF6 PCID2 PECAM1 PEPD PHKA2 PIK3AP1 PILRA PLPBP PLXNC1 PMVK POLR1D POU2F2 PPARGC1A PPCDC PPID PPM1L PPP1R11 PPP1R18 PPP2CB PRAM1 PRCP PRDX1 PRDX3 PRELID1 PRKACA PRKAR1A PRKCD PRMT5 PRRC2A PRRG4 PSEN1 PTAFR PTPN6 PTPRJ PUDP PYCARD QPCT RAB10 RAB1B RAB27A RAB4B RAB7A RAB8A RALBP1 RASSF2 RBM19 RBM47 RBP1 RCBTB2 REEP4 RGS14 RIGI RIPOR2 RNF135 RNF149 RNF24 RNF31 RPS6KA1 RRAGD RTL8C RTN1 RXRA S100A11 SASH1 SEC23B SEC23IP SECTM1 SELPLG SEMA4A SERF2 SERPINA1 SERPINB1 SFT2D1 SGCD SH3BP2 SIGLEC10 SIGLEC12 SIGLEC5 SIGLEC7 SIL1 SIRPA SIRPB1 SIRPB2 SKAP2 SLAMF7 SLC11A1 SLC12A6 SLC22A15 SLC25A11 SLC27A3 SLC38A10 SLC6A6 SLC8A1 SLX1A SLX1B SMC1A SMCO4 SNX1 SNX27 SORT1 SPTLC2 SPTSSA SREK1 ST8SIA4 STAM2 STEAP4 STX3 STX6 STYXL1 SULT1A1 SULT1A3 SULT1A4 SUSD1 SYK SYT11 TAF4 TBCE TBXAS1 TCF7L2 TCIRG1 TET2 TFEB THOC2 TIMP2 TLR5 TM9SF1 TMEFF2 TMEM107 TMEM179B TMEM208 TMEM218 TMEM80 TNFAIP2 TNFRSF1A TNFSF12-TNFSF13 TNFSF13 TOR1A TPI1 TPPP3 TRIM14 TRIOBP TRIQK TRPS1 TUT7 TYMP UBA1 UBASH3B UBE2R2 UBE3C UBR2 UBTD2 UEVLD USB1 UVSSA VAV1 VDR VIPAS39 VMP1 VNN2 VPS26C VPS35 VRK3 WASHC5 WBP1L WDFY3 WSB1 YWHAE ZMYM6 ZNF143 ZNF641 ZSWIM6 ZYX NAKAYA_PBMC_FLUARIX_FLUVIRIN_AGE_18_50YO_CORRELATED_WITH_HAI_28DY_RESPONSE_AT_7DY_NEGATIVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAYA_PBMC_FLUARIX_FLUVIRIN_AGE_18_50YO_CORRELATED_WITH_HAI_28DY_RESPONSE_AT_7DY_NEGATIVE ACBD6 ADAM28 AFF3 AFF4 AHCTF1 AIMP1 AIMP2 AKT3 AMD1 ANK3 ANKLE2 ANKRD44 ANKZF1 AP1G1 APOOL ARF1 ARHGEF7 ARID2 ARIH1 ARL4C ARMH1 ARPP19 ASCC3 ASXL1 ATAD2B ATF2 ATF6B ATG13 ATG14 ATG16L1 ATP11B ATP1B1 ATP9B ATXN2L AZI2 B4GALT1 BACH2 BAG4 BANK1 BAX BBIP1 BBX BCL11B BCLAF1 BLK BOD1 BRD1 C11orf58 C2orf49 CALM1 CAMK2G CAMK4 CBX5 CCAR1 CCDC50 CCDC66 CCNL1 CCNT1 CCNYL1 CD44 CD6 CD69 CD8B CD96 CDC42 CDC42SE1 CDC5L CEP68 CEP95 CFAP20 CFAP68 CHD1 CHERP CLASP1 CLEC2D CLINT1 CLK1 CNOT4 CNOT6L COX20 CREBZF CSNK1A1 CSRNP1 CTC1 CTLA4 CTNNB1 CUL4B CWF19L2 CXorf65 CYB5R3 CYCS CYLD DBR1 DCK DDX24 DDX3X DENND11 DGKA DHX30 DHX40 DHX9 DIS3L2 DLST DNAH1 DNAJB1 DOCK9 DUSP10 DUSP4 DYNC1LI2 DYRK2 E4F1 ECPAS EHBP1 EHMT1 EIF1 EIF4A2 ELF1 EML4 ENDOD1 ENOSF1 EPC1 EPG5 EZR FAM117B FAM120AOS FAM153A FAM153CP FAM85B FAM98B FBXL17 FBXO16 FBXO28 FCRL1 FCRL2 FGD3 FHIT FLT3LG FNBP4 FOXP1 FUS FYTTD1 G3BP2 GADD45GIP1 GALNT3 GAS5 GATA3 GFM1 GIGYF2 GKAP1 GNAS GNE GOLGA8A GOLGA8B GON4L GOPC GPR18 GPRASP1 GPS1 GRAMD1B GTF3A H2BC8 HBP1 HEATR1 HECA HECTD1 HELB HELQ HERC2P3 HINT1 HIPK1 HLA-DQA1 HNRNPA1 HNRNPH1 HNRNPL HNRNPM HOXA7 HP1BP3 HPCAL1 IFNLR1 IFT80 IGF1R IKBKE IL6ST INPP5B INPP5D INTS6L IPO11 ITPKB IVD JMY JUN JUND KAT6B KBTBD8 KCTD9 KDM6A KLF12 KLF3 KLF3-AS1 KLF6 KLF9 KLHL24 KLHL28 KPNA4 KPNA5 KRR1 LCOR LEF1 LINS1 LONP2 LPP LRRC70 LRRFIP1 LUZP1 LY9 MALAT1 MAP2K7 MAP3K1 MAP3K2 MBD4 MBNL1 MCOLN2 MDM4 MED1 MED14 MED17 MED21 MED30 MED6 METTL14 METTL3 METTL8 MIAT MIER3 MKLN1 MPHOSPH9 MPZL3 MS4A1 MSI2 MSMO1 MTMR14 MYLIP NAA25 NAP1L5 NGDN NGRN NIBAN3 NKTR NMT2 NOMO1 NOMO2 NOMO3 NR1D2 NR4A2 NR4A3 NRIP1 NSFL1C NT5E NUFIP2 NUMA1 NUP54 NUP58 OCLN OGT P2RX4 P2RY10 PABIR3 PABPC1 PATJ PCBP2 PCYOX1L PDAP1 PDE7A PDP1 PDXDC1 PHACTR2 PHC3 PHF20L1 PHF3 PHF5A PHKB PIAS2 PIGA PIGL PIK3R1 PIP4P1 PLA2G12A PLXDC1 PMAIP1 PNO1 POLR1C POLR1F PPFIBP1 PPIA PPM1A PPM1K PPP1R15A PPP1R2 PPP2R5C PPP4R3A PRPF3 PRPF4B PSIP1 PSMB7 PSME4 PTCD3 PTK2 PTP4A1 PTS PVALB QRSL1 RAB11FIP2 RAB3IP RAB5A RAB5B RAB8B RALGAPB RANBP2 RAP2A RAP2B RBBP6 RBM14 RBM18 RBM25 RBM34 RBM39 RBM4 RBM8A RBSN RFX7 RGCC RGPD1 RGPD2 RGPD3 RGPD4 RGPD5 RGPD6 RGPD8 RGS1 RHBDD1 RICTOR RIF1 RIMKLB RNF138 RNMT RORA RPL37 RPRD1B RPS27 RPS6KB1 RSRP1 RUFY3 SAMHD1 SBDS SBNO2 SCAF4 SEPTIN6 SERPINF1 SF1 SFI1 SFPQ SFSWAP SFXN3 SGTB SIN3A SINHCAF SLAMF1 SLC11A2 SLC16A7 SLC25A36 SLC5A6 SLC7A6 SLFN12 SMCR8 SMG1 SNX9 SPG7 SPOCK2 SPTBN1 SRSF3 SRSF5 SRSF6 SRSF7 SSB SSBP2 STAG3L1 STAG3L2 STAG3L4 STAMBPL1 STAP1 STAT3 STAT4 STAT5B STK17A STK4 STRAP SUGP2 SUMO1 SUPV3L1 SYS1 TAF15 TAGAP TBC1D4 TCP11L2 TENT4B TESPA1 TFAM TGFBR2 TGIF1 THEMIS TIGD1 TLE4 TM2D3 TMED5 TMEM170A TMEM63A TNFRSF25 TNKS2 TOPORS TRA2B TRAF3IP3 TRAF5 TRAPPC10 TRAT1 TRIB2 TRMT13 TRPM7 TSC22D3 TSPYL1 TSPYL2 TWF1 UBE2B UBE2D3 UBE2G2 UBE3A UBXN7 UHMK1 UNK URI1 UROS USF3 USP36 USP48 UXS1 VCPKMT VIRMA WDR75 YPEL5 YRDC YTHDC1 YTHDC2 ZBTB10 ZBTB11 ZBTB21 ZEB1 ZFP90 ZFR ZFX ZMYM2 ZMYM5 ZNF12 ZNF136 ZNF195 ZNF202 ZNF274 ZNF317 ZNF318 ZNF395 ZNF430 ZNF451 ZNF507 ZNF655 ZNF814 ZSWIM9 NAKAYA_PBMC_FLUARIX_FLUVIRIN_AGE_18_50YO_CORRELATED_WITH_HAI_28DY_RESPONSE_AT_7DY_POSITIVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAYA_PBMC_FLUARIX_FLUVIRIN_AGE_18_50YO_CORRELATED_WITH_HAI_28DY_RESPONSE_AT_7DY_POSITIVE ACO2 AP3S2 APOBEC3B ARAP3 ATP1B3 ATP6V1A AURKAIP1 BLOC1S5 BTK CALML4 CARHSP1 CAV1 CCDC18 CCNA2 CCPG1 CD38 CD59 CD93 CENPW CHCHD1 CHERP CIDEB CKLF CLC CLMN CLPTM1L CR1 CREB3L2 CRELD2 CSF1R CTNNA1 CXCR1 DAPK1 DGAT2 DNAH1 EAF2 EMC1 EMSY ENTPD1 ERLEC1 EYA3 FGD4 FLOT1 FNDC3B GEMIN7 GGH GP1BB HDLBP HSP90B1 HYOU1 IGHA1 IGHA2 IGHD IGHG1 IGHG3 IGHG4 IGHM IGHV4-31 IGKC IGKV1D-33 IGKV3-20 IGLC1 IGLL1 IGLL5 IGLV1-44 IGLV3-16 IGLV3-25 INKA2 ITPK1 KCNJ2 KDELR2 KIAA2013 LRP10 MAN1A1 MANEA MANF MAP2K4 MCCC2 MESD METTL7A MFSD12 MLEC MORN1 MRPL51 MYDGF MZB1 NDUFB3 NDUFB6 NFIB NIPSNAP1 NOMO1 NOMO2 NOMO3 OPCML ORMDL2 P4HB PALLD PDIA4 PDIA6 PDXK PECAM1 PITPNA PLCG2 PLPBP PLPP5 PNOC POU2AF1 PPCDC PRDX1 PRDX3 PSMD14 RBM26 RHOG RNF31 RPN1 RPN2 RPS27L RRM2 RUNX1 S100A11 SCAMP2 SEC11C SEC24D SEMA4A SFT2D1 SHMT2 SIGLEC10 SIGLEC12 SLAMF7 SLC17A9 SLC30A1 SLC35B1 SLC38A10 SLC44A1 SLX1A SLX1B SNRNP25 SPCS2 SRPK1 SRPRA SSR1 STOX2 TIMM8B TMEM165 TMEM176A TMEM258 TNFRSF17 TP53INP1 TRAC TXNDC15 TXNDC5 TYMS UBE2C UBE2J1 UBXN2B UGGT1 UQCC3 UQCRQ VRK3 WNK2 ZNF124 ZWINT NAKAYA_PBMC_FLUMIST_AGE_18_50YO_3DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAYA_PBMC_FLUMIST_AGE_18_50YO_3DY_DN ABCA1 ABHD13 ABHD5 ABTB3 ADAM8 ADNP2 AFF4 AHCTF1 AKAP8 ALKBH5 ANGEL2 ANKDD1A ANKRD28 ANKRD33B AP1G1 AP3M2 APPL2 ARAF ARAP3 AREL1 ARID3B ARID4A ARIH1 ARIH2 ARL4C ARMC8 ARMCX5 ARPP19 ASB6 ATAD2 ATG14 ATG16L1 ATL2 ATOSA ATP11B ATP2B1 ATP6V1H ATXN1 ATXN7 B3GNT2 BACH2 BAZ2A BBX BCCIP BCL7B BCLAF1 BCR BHLHE40 BLTP3B BMAL1 BOD1L1 BOLA2 BORA BRAP BRD1 BRD7 BRPF3 BRWD1 BSDC1 BTG3 C12orf29 C14orf28 CAMK4 CAND1 CANT1 CAPZA1 CASP3 CASS4 CBX4 CCDC186 CCDC66 CCNH CCNL1 CCNT1 CD28 CD44 CD59 CD69 CDC37L1 CDC42 CDC73 CDK11A CDK12 CDK17 CDK7 CDR2 CDS2 CEBPB CEBPZ CENPC CENPU CEP95 CFAP20 CGRRF1 CHD1 CHD2 CHD7 CHIC2 CHORDC1 CHST11 CIR1 CISD2 CLDND1 CLK1 CLK4 CLTB CNOT6L CNST COPS8 CREBRF CRY1 CRY2 CSNK1A1 CSNK1D CSNK1E CSNK1G3 CTDSP2 CUL2 CUL3 CUL4A CWC25 CWF19L1 CWF19L2 CYLD CYP4F3 DCP1A DCTN4 DDA1 DDIT4 DDX20 DDX24 DENND1B DENND4A DENND6A DERL1 DHRS13 DHX40 DHX8 DICER1 DIP2B DIS3 DLEU2 DNAJA1 DNAJB1 DNAJB6 DNAJC2 DNAJC27 DOCK4 DPP8 DUSP4 EBLN2 EDRF1 EIF2AK3 EIF3A EIF4E EIF4G3 ELK4 ELL2 ELOVL5 EMC7 EML4 EMSY ENC1 EP300 EPC1 ERMN ERO1B ESCO1 ESS2 EXOSC9 EZH2 EZR FAF2 FAM168B FAM169A FAM209A FAM209B FAM210B FAM76B FASTKD2 FBXL3 FBXO16 FBXO21 FBXO3 FBXO45 FGFR1 FGFR1OP2 FKBP11 FNBP4 FOSL2 FOXN3 FOXO1 FOXO3 FOXP1 FRYL FUBP1 FUBP3 FUT8 G2E3 GABARAPL1 GALC GALNT3 GATA3 GCNT7 GGNBP2 GIGYF2 GJB6 GKAP1 GMNN GNA13 GNAI3 GNAS GOLGA4 GPCPD1 GPR132 GPRASP1 GPRIN3 GRK2 GRPEL2 GSK3B GTPBP1 H1-2 H2AC18 H2AC19 H2AZ2 H2BC4 HABP4 HAPSTR1 HBP1 HERC3 HEXA HIC1 HIC2 HIPK1 HIVEP1 HMCES HMGXB4 HNRNPC HNRNPD HNRNPH3 HNRNPL HOOK1 HSPA14 HSPA9 HYCC2 IDS IFNGR1 IFRD1 IGF1R IGKV1-16 IMPA1 INO80D IRAG2 IRF2BP2 ISCA1 ITM2A IVNS1ABP JAG1 JAK1 JARID2 JMJD1C JMY JOSD1 JUND KAT6A KBTBD2 KCTD2 KDM3A KDM5B KDM5C KDM6A KDM6B KIF1B KIF25 KIF5B KLF3 KLHL24 KLHL9 KPNA3 KPNA4 KPNA5 KRAS LATS2 LCOR LEPROTL1 LINC-PINT LITAF LMNA LONRF3 LRP10 LRPAP1 LRRC8C LRRFIP1 LUC7L2 LYSMD3 MAF MAFF MAK16 MAP1LC3B MAP3K2 MAP4K4 MAPKAPK2 MARCHF6 MARF1 MBIP MBNL2 MCM6 MCM9 MCPH1 MCTP2 MED13 MED14 MED21 MED23 MEGF6 METAP2 METRNL METTL14 METTL16 MGAT5 MIDN MIER1 MIER3 MIS12 MKNK2 MLF2 MME MPZL3 MRPS22 MSI2 MSL2 MTERF4 MTFP1 MYLIP MYNN MZT1 NAF1 NAP1L3 NAP1L5 NCOA1 NDE1 NDFIP1 NDUFAF5 NDUFAF7 NDUFV2 NEDD1 NET1 NFKBIB NFKBID NFRKB NMD3 NOP58 NR1D2 NRBF2 NSMAF NTMT1 NUFIP1 NUP153 NUP160 NUP50 NUP54 NXT1 OGA OPA1 OSBP OSGIN2 OTUD5 PAFAH1B2 PAIP1 PATL1 PBXIP1 PCIF1 PDCD4 PDE12 PDE4D PDIA3 PDK1 PDK3 PDP1 PDS5A PDXDC1 PDXDC2P PDZD8 PELI2 PER1 PGRMC2 PGS1 PHACTR1 PHC1 PHF1 PHF10 PHF20L1 PHF3 PHF5A PI4K2A PIGA PIGB PIK3C2A PIK3CA PIK3R1 PIP4P1 PJA2 PKN2 PLAA PLCL1 PLCXD2 PLK3 PMAIP1 PNISR PNO1 PNPLA8 POLB POLR1F POLR2D POLR3E POM121 POM121C PPFIBP1 PPIL4 PPM1A PPM1B PPM1D PPP1CB PPP1R16B PPP1R3B PPP2CA PPP2R5C PPP3R1 PPP4R1 PPP4R2 PPP4R3A PPP6C PRDM2 PRELID3B PRKAA1 PRKCH PRMT9 PRPF3 PRXL2C PSIP1 PSME4 PSPC1 PTBP2 PTP4A1 PTS PURB QSOX1 RAB11FIP2 RAB18 RAB30 RAB8B RAE1 RAF1 RALGAPA2 RAMAC RANBP2 RAPGEF2 RARA RASA2 RB1CC1 RBBP6 RBM12 RBM26 RBM27 RBM33 RBM38 RBM39 RC3H1 RCOR3 RELA RELB RELL1 RETREG2 RFC1 RGCC RGPD5 RGPD6 RGPD8 RHBDD2 RHOH RICTOR RIF1 RIOK1 RMC1 RMND5A RNF10 RNF103 RNF125 RNF19A RNF19B RNF38 RNMT RO60 RORA RPS27 RPS6KA5 RPS6KB1 RRN3 RRP12 RSBN1 RTN4 RUNX3 RYK S1PR1 SAMD4B SAP130 SAR1A SC5D SCAF8 SCML1 SEC22C SECISBP2L SELENOI SENP2 SENP5 SEPSECS SERINC1 SESN2 SF3B1 SFN SFPQ SFSWAP SFXN1 SIK3 SINHCAF SIPA1L1 SIRT1 SLAIN1 SLAIN2 SLC12A6 SLC25A28 SLC25A36 SLC25A37 SLC26A6 SLC35D1 SLC9A8 SMAD7 SMC4 SMN1 SMN2 SNW1 SNX13 SNX9 SON SORL1 SPAG9 SPATA13 SPATA2L SPOCK2 SPTAN1 SREK1 ST7 STAG1 STAM STAMBPL1 STK17A STK35 STT3B STXBP5 SUCO SUMO1 SUPV3L1 SURF4 SVIP SYAP1 SYS1 SYTL3 TAB3 TACC1 TAF1D TAF9B TBC1D15 TBC1D23 TBC1D25 TBRG1 TCP11L2 TENT4B TEX30 TFAM TFB2M TFDP2 TFG TFIP11 TGS1 THBS1 THUMPD2 THUMPD3 TIGAR TIMM23 TMCC3 TMEM135 TMEM170A TMEM39A TMEM41B TMF1 TMPO TMX4 TNFAIP3 TNIK TOP1 TP53INP2 TPCN2 TPP2 TRAPPC10 TRIM23 TRIM59 TRMO TSC22D2 TSPYL2 TTC39B TVP23B TWF1 TXNDC11 TXNL1 UBAP2L UBE2B UBL3 UBN1 UBXN6 UFM1 UNK USP16 USP36 USP38 USP42 VCP VEGFA VIRMA WAC WASL WBP11 WDR26 WDR33 WDR48 WIPF1 WIPF2 WTAP WWP2 XCL1 YES1 YKT6 YTHDC1 ZBTB11 ZBTB2 ZBTB44 ZC3H12A ZC3H15 ZDBF2 ZDHHC18 ZEB1 ZFC3H1 ZFP1 ZFP36L1 ZFP91 ZFR ZFX ZFYVE27 ZHX1 ZNF12 ZNF131 ZNF136 ZNF184 ZNF211 ZNF24 ZNF274 ZNF292 ZNF317 ZNF395 ZNF410 ZNF430 ZNF451 ZNF507 ZNF518B ZNF567 ZNF644 ZNF708 ZNF746 ZNF791 ZNF805 ZRANB1 NAKAYA_PBMC_FLUMIST_AGE_18_50YO_3DY_IFN_SUBSET_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAYA_PBMC_FLUMIST_AGE_18_50YO_3DY_IFN_SUBSET_UP CASP1 CD14 CD86 CIITA CTSB IFI35 IL10RB IRF5 IRF7 JAK2 MX1 MX2 MYD88 OAS1 OAS2 OAS3 PECAM1 PLSCR1 PSMB10 PSMB9 SMURF2 STAT1 STAT2 TICAM2 TLR7 TLR8 TNFSF10 TNFSF13 TNFSF13B TRIM22 UNC93B1 XAF1 NAKAYA_PBMC_FLUMIST_AGE_18_50YO_3DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAYA_PBMC_FLUMIST_AGE_18_50YO_3DY_UP AAK1 AAMP ABCF2 ABHD18 ADA2 ADAM10 ADAP2 AFG3L2 AGPAT3 AGPS AGTRAP AIF1 AIMP2 AK2 AKIP1 AKR1A1 ALDH1A1 ALDH2 ALDH3A2 ALDH9A1 AMN1 ANTKMT AOAH AP1S2 AP2A2 AP2S1 AP3D1 APLP2 APOL3 APPL1 ARHGAP17 ARMH3 ARPC1B ARPC5 ARRB1 ARSD ASH2L ASRGL1 ASXL2 ATIC ATP10D ATP5MF ATP5PD ATP6V0D1 ATP6V1A ATP6V1B2 ATP6V1C1 AURKAIP1 B3GALT6 BANF1 BCKDHA BLNK BLVRA BST2 BTF3L4 BTK BZW2 C11orf68 CAMKK2 CARD16 CARD9 CASP1 CAST CBL CBR1 CCDC50 CD14 CD302 CD36 CD84 CD86 CD93 CDIP1 CDK13 CEBPA CES2 CFP CHKB CHMP4A CHMP5 CHST15 CHTF8 CIAO2A CIITA CITED2 CLCN3 CLEC4A CLN5 CLPTM1 CLTA CMTM7 CNDP2 CNP COA3 COA4 COMMD8 COMT CORO1C COX20 COX5A CPNE8 CPVL CREBL2 CROCC CROCCP2 CRTAP CSK CSNK2A1 CST3 CSTB CTBP2 CTDSP2 CTNNA1 CTNND1 CTSB CTSC CTSS CUEDC2 CYB561A3 CYBB CYBC1 CYC1 CYFIP1 CYP4V2 DAPK1 DCAF7 DCTD DCTN2 DCTPP1 DDOST DDX18 DDX60 DDX60L DERA DMAC1 DMXL1 DNASE2 DNLZ DPAGT1 DPH3 DPP8 DPYD DRG1 DTX3L DYNC1I2 DYNLL1 EAF2 EBNA1BP2 ECHDC1 ECHS1 EFTUD2 EHBP1L1 EIF2AK1 EMILIN2 ENO1 ENY2 EPB41L3 ERCC1 ESRP2 ETFA EXOC4 EXOSC1 EXOSC5 FAM110A FAM204A FASTK FBP1 FCER1G FCGR1BP FCN1 FGD2 FGD4 FGL2 FGR FKBP15 FKBP5 FUCA1 GALNT2 GAS7 GASK1B GATAD1 GATD3 GCNT2 GDI2 GEMIN7 GIT2 GLRX GLYR1 GNS GOLIM4 GPAA1 GPBAR1 GRK3 GRN GRSF1 GSTO1 GSTP1 GTF2H2 GTF2H2C GTF2H2C_2 GTF3C2 HAUS7 HCG18 HCK HEBP1 HFE HHEX HIPK2 HK1 HK3 HLA-DMB HLA-DRB1 HM13 HMGN4 HNRNPA0 HOXA7 HPSE HTATIP2 HVCN1 HYPK ICE2 IDH2 IDH3A IDH3G IFI16 IFI30 IFI35 IFT80 IGHG1 IGHM IKZF1 IKZF3 IL10RB IL17RA ILK INTS7 IRF5 IRF7 ITPR2 ITPRIPL2 JAK2 KCNE3 KCTD12 KIAA0513 KIAA0930 KLHL36 KLHL6 KRTAP2-4 KYNU LAIR1 LARP1 LARP4B LARS1 LBHD1 LDAH LEPROT LILRA1 LILRB1 LIMS1 LMO2 LSM10 LSM6 LTA4H LY6H MANF MAP2K1 MAP4 MAPK1 MARCHF1 MARCO MAT2A MAT2B MED16 MEF2C MEGF9 MESD METTL7A METTL8 MFSD1 MFSD14B MGST3 MICOS10 MKKS MLKL MLX MPEG1 MRM2 MRPL16 MRPL20 MRPL24 MRPL51 MRPS11 MRPS16 MRPS18C MS4A4A MS4A6A MX1 MX2 MYCBP MYD88 MYOF N4BP2L1 NAAA NADK NAGA NAGK NAIP NCOA2 NDUFAF3 NDUFB10 NDUFB3 NDUFB5 NDUFS2 NDUFS7 NECAP2 NIF3L1 NIPAL3 NOLC1 NOTCH2 NSL1 NUB1 NUDT22 NUDT5 NUP214 OAS1 OAS2 OAS3 OCA2 OCIAD1 OGFOD1 ORAI3 ORMDL2 OSCAR OXLD1 PAICS PANK2 PARP1 PARP12 PARP14 PCED1B PCK2 PCMT1 PCMTD1 PDCD6 PDHB PDIA6 PDLIM5 PDXK PEA15 PECAM1 PGD PGLS PGM2 PHPT1 PHYKPL PIEZO1 PIGP PIK3AP1 PIK3C3 PLAC8 PLBD1 PLOD3 PLPBP PLSCR1 PLXNB2 PMVK POLK PPA2 PPHLN1 PPID PPP1R11 PPP1R7 PPT1 PRAM1 PRDX4 PRELID1 PREPL PRPF19 PRPF6 PRR5L PSMB10 PSMB2 PSMB9 PSME3IP1 PTBP1 PTGER2 PUDP PUSL1 PYCARD QKI RAB10 RAB27A RAB3GAP1 RAB40C RAB4B RAB8A RAP1GDS1 RASSF4 RB1 RBBP4 RBM8A RDH11 REEP4 REEP5 RGS19 RHBDD1 RMDN1 RNF135 RNF20 RNF5 RNFT1 RNH1 RPRD2 RPUSD3 RRP12 RRP7A RSL1D1 RTCB RTL8C RTN1 RUBCN RUFY3 RXRA S100Z SAMD9L SAMHD1 SART3 SAT2 SBNO1 SCAMP2 SCARB2 SCPEP1 SDHC SDR39U1 SEC22B SEC23IP SELENOH SERBP1 SERF2 SERPINB1 SH2D3C SHMT2 SHTN1 SIDT2 SLC12A7 SLC22A18 SLC24A1 SLC24A4 SLC25A24 SLC27A3 SLC2A6 SLC31A1 SLC7A7 SLX1A SLX1B SMARCA4 SMCO4 SMIM14 SMIM7 SMURF2 SNTB2 SNX1 SNX17 SNX2 SNX27 SNX6 SP110 SPTLC1 SPTLC2 SPTSSA SQOR SRD5A3 SRGAP2C SSB SSR1 STAT1 STAT2 STX4 STX7 SUCLG1 SULT1A1 SUMF1 SUSD1 SYK SYNCRIP SYNE3 SYTL3 TAF4 TANGO2 TBC1D8 TBXAS1 TCEANC2 TCF3 TCF4 TCF7L2 TICAM2 TIMM8B TINF2 TKT TLR7 TLR8 TM9SF1 TM9SF4 TMBIM4 TMED7-TICAM2 TMED9 TMEM126B TMEM19 TMEM205 TMEM209 TMEM230 TMEM63A TMEM80 TMPO TMX1 TNFSF10 TNFSF12-TNFSF13 TNFSF13 TNFSF13B TNRC6B TNS3 TOR1A TOR1B TPI1 TPST2 TRAPPC3 TREX1 TRIM14 TRIM22 TRIM34 TRIM5 TRIM6-TRIM34 TRIM69 TRIO TRIP11 TRIQK TRMT112 TSPAN31 TSPAN4 UBE2I UBE2L3 UCP2 UEVLD UNC50 UNC93B1 USP19 USP34 VAV1 VPS41 VRK2 WSB1 XAF1 XIAP XRCC5 YWHAB YWHAE YY1AP1 ZC3H4 ZFAND5 ZNF106 ZNF143 ZNHIT1 NAKAYA_PBMC_FLUMIST_AGE_18_50YO_7DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAYA_PBMC_FLUMIST_AGE_18_50YO_7DY_DN ABCA1 ABHD13 ABHD17B ABHD5 ABT1 ACSL1 ACTR3 ADAM22 ADAM28 ADGRG3 ADIPOR1 ADO ADORA2A AEN AHCTF1 AKAP8 AKIP1 AKIRIN2 ALG13 AMD1 AMFR AMPD2 ANKHD1 ANKRD13C ANKRD37 ANKRD9 ANXA3 AP1G1 AP3M2 AP5M1 AQP9 AREG ARHGAP5 ARHGEF7 ARID4A ARID5A ARIH2 ARL8A ARMH3 ARPC5L ARPP19 ASCC3 ASNSD1 ATAD2 ATF7IP2 ATG2A ATP11B ATP1B1 ATP2A3 ATP5IF1 ATXN1L ATXN7 AZI2 AZIN1 B3GNT2 B3GNT5 B3GNT7 B4GALT1 BACH1 BAG3 BAG5 BASP1 BAZ2A BBX BCAS2 BCL10 BCL2A1 BCL2L11 BCL3 BCL6 BCL7A BCLAF1 BEX2 BEX4 BEX5 BICRA BIRC3 BLTP3B BNIP1 BNIP2 BNIP3L BRAF BTG1 BTG2 BTG3 BUD31 BZW1 C11orf58 C18orf21 C18orf25 C1D C1orf52 C3orf38 C5AR1 C6orf226 CACUL1 CAMK2D CASZ1 CAVIN2 CBX4 CCDC174 CCDC28A CCDC50 CCDC59 CCDC71L CCL28 CCNG2 CCNK CCNT2 CD55 CD83 CDADC1 CDC40 CDC42 CDK16 CDK17 CDKN1B CDKN2D CFL2 CHD2 CHD7 CHMP1B CHMP2B CHPT1 CHSY1 CLC CLEC2B CLP1 CLU CMTM2 CMTM6 CNEP1R1 CNOT6L CNOT8 COG5 COIL COPS2 COQ10B COX4I1 CPEB2 CPEB4 CREBRF CREM CSRNP1 CTBS CUL1 CWC15 CXCL1 CXCL2 CXCL8 CXCR1 CXCR4 CXCR5 CYRIA CYSTM1 CYTIP DBF4 DCAF16 DCP1A DCTN6 DDIT3 DDX20 DDX21 DDX27 DDX47 DDX50 DDX6 DEFA1 DEFA1B DEFA3 DENND3 DERL1 DHRS3 DIDO1 DIS3 DNAJB1 DNAJB9 DNAJC3 DNTTIP2 DOCK4 DPM1 DTX4 DUSP10 DUSP11 DUSP12 DUSP2 DUSP5 DUSP8 DYNLL2 DYNLT1 DYRK2 EAF1 EAPP EGLN1 EGR2 EGR3 EHD4 EID3 EIF1 EIF1AD EIF1AX EIF1B EIF5 ELAVL3 ELF1 ELF2 ELL ELL2 EML4 ENC1 EPB41L4A-AS1 ERN1 ERO1A ESS2 ETF1 ETNK1 ETV3 EXOC8 FAM104A FAM169A FAM53C FAM8A1 FASTKD5 FBXL12 FBXO21 FBXO28 FBXO33 FBXO7 FEM1B FEM1C FHIP2A FNDC3B FNIP1 FOSL2 FOXO3 FPR1 FPR2 FYTTD1 G0S2 G3BP2 GAB2 GABARAPL1 GABARAPL3 GADD45A GAS5 GCC1 GCOM1 GET4 GFOD1 GGNBP2 GIGYF2 GK GLUL GMEB2 GMFB GNA13 GNE GNL1 GOLGA4 GOLT1B GOSR1 GPATCH2L GPD1 GPR160 GPR18 GPR183 GPR65 GRPEL1 GSN GSPT1 GTF2B GTF2IRD2 GTPBP4 GUK1 GYPC GZF1 H2AC6 H2AZ2 H3C10 HAPSTR1 HAUS3 HAVCR2 HBA1 HBA2 HBB HBEGF HBG1 HBG2 HBM HBP1 HBQ1 HCAR3 HECA HERPUD1 HIC2 HIF1A HINT1 HIP1R HMGCS1 HMGXB4 HNRNPA0 HNRNPH2 HNRNPH3 HNRNPL HOXA5 HP1BP3 HSF2 HSPA13 HSPA14 HSPA9 ICAM1 ICOS ID3 IDI1 IDS IFIT5 IFITM1 IFITM2 IFNGR1 IFRD1 IKZF5 IL1B IL1R2 ILF3 ING3 INSIG1 IP6K2 IRF2BPL IRGQ IRS2 ISCA1 IST1 ITCH ITPKB ITPRID2 ITPRIP IVNS1ABP JADE1 JARID2 JMJD1C JMJD6 JMY JUND KANSL2 KAT7 KAT8 KBTBD2 KBTBD4 KBTBD8 KCMF1 KDM2A KDM5B KDM6B KDM7A KHNYN KIAA1143 KIF1B KLF3 KLF7 KLHDC2 KLHL15 KLHL2 KLHL21 KLHL28 KMT2E KPNA4 KRAS KRR1 L3MBTL3 LAMTOR3 LARP7 LCOR LEPROTL1 LIMK2 LITAF LMTK2 LONRF1 LPAR2 LRATD2 LRG1 LRRC8A LRRC8B LY9 LYPD3 MAD2L1BP MAFK MAIP1 MALSU1 MAP1LC3B MAP2K3 MAP2K7 MAP3K2 MAP3K8 MAPK1IP1L MAPK6 MAPK8 MAPKAPK2 MARCHF7 MARCHF8 MATR3 MAX MBOAT7 MCL1 MCPH1 MED13L MED21 MED23 MED26 MED28 MED30 MED6 MEF2D MEOX1 MEPCE METAP2 MEX3C MFAP1 MFSD14A MGAM MGAT4A MIER1 MIER3 MIR22HG MIR23AHG MKRN1 MMADHC MMD MME MMP9 MNT MOAP1 MOB4 MPC2 MRM3 MRPL47 MRPS22 MTERF4 MTHFD2L MTMR10 MTMR14 MTMR3 MTMR6 MTPAP MXD1 MXD4 MXI1 MYLIP NAA50 NAMPT NCOA1 NDEL1 NDST1 NDUFAF5 NECAP1 NEDD9 NET1 NFE2L2 NFIL3 NFKBID NFYC NGDN NGRN NINJ1 NIPA2 NOL11 NR1D2 NR4A2 NR4A3 NRAS NRBF2 NRIP1 NSF NSMCE3 NUAK2 NUB1 NUDT15 NUDT4 NUFIP2 NUP153 NUP58 NUP98 ODC1 ORAI2 OSBPL2 OSER1 OSM OTUD1 P2RY10 PAIP1 PAIP2 PAPOLA PAX5 PCGF5 PCIF1 PCNX1 PDCD4 PDCL PDE12 PDE4B PDE4D PDRG1 PDZD8 PELI1 PELO PER1 PET117 PEX2 PF4 PFKFB3 PHACTR1 PHC3 PHF1 PHF11 PHLDA1 PIGB PIK3R1 PIM2 PIM3 PKD1 PKN2 PLAGL2 PLAUR PLCL1 PLEKHF2 PLPPR2 PMAIP1 PNO1 PNPLA2 PNPLA8 POLR1C POLR2M POLR3F PPARD PPBP PPIF PPM1A PPM1B PPP1R15B PPP1R2 PPP1R3B PPP2R1B PPP2R2A PPP4R3A PPP4R3B PPTC7 PRC1 PRDM2 PRDM4 PRDX6 PRELID3B PRKAR1A PROK2 PRPF4B PRRC2C PSMD12 PTGER4 PTGS2 PTP4A1 PTPMT1 PTPN2 PTPRE PTPRK QKI R3HDM4 RAB11FIP1 RAB11FIP4 RAB18 RAB1A RAB20 RAB21 RAB2A RAB43 RAB8B RABIF RAD23B RALGPS2 RAMAC RANBP6 RAP2C RAPGEF2 RASGEF1B RASSF5 RBBP6 RBM15 RBM18 RBM33 RBM48 RBM7 RBM8A RBMXL1 RBSN RC3H2 RCL1 REL RELT RFLNB RGS1 RGS2 RIOK3 RIPK2 RIT1 RLF RLIM RMND5A RNF103 RNF11 RNF138 RNF139 RNF4 RNF6 RNMT RORA RPAIN RPF1 RPRD1B RPS24 RPS6KB1 RRAGD RRM2B RSL24D1 RSRC2 RUBCNL RYBP S100P SAMD8 SAMSN1 SAR1A SBDS SCAF11 SDE2 SEC14L1 SEC31A SELENOK SEMA4D SERINC5 SERPINB1 SERPINB2 SERTAD1 SERTAD2 SF3A1 SFXN1 SGTB SH3GLB1 SIAH1 SIAH2 SIK1 SIK3 SIPA1L2 SKP1 SLC12A6 SLC17A7 SLC19A2 SLC25A28 SLC25A30 SLC25A33 SLC25A36 SLC25A37 SLC2A14 SLC2A3 SLC3A2 SLC7A5 SLCO3A1 SLU7 SMAD4 SMNDC1 SMPD4 SMURF1 SNCA SNHG15 SNHG8 SNIP1 SNN SNORD89 SNRK SNRNP27 SNRPA1 SOCS1 SOCS3 SOD2 SP100 SP3 SPARC SPECC1L SPOPL SPTY2D1 SREK1IP1 SRGN SS18L2 STK17B STK35 STRAP STX11 SUB1 SUMO3 SUN1 SUSD6 SVIL SYNCRIP SYS1 SYTL3 TADA2B TAMALIN TBPL1 TCP11L2 TENT5C TERF2IP TFAM TFG TFRC TGIF1 TGIF2 TGS1 THBD THBS1 THSD1 THUMPD1 TIFA TIMM10B TIMM17A TIMM23 TIPARP TLE3 TM2D2 TM2D3 TMCC3 TMEM167B TMEM183A TMEM183BP TMEM243 TMEM38B TMEM68 TMEM70 TMF1 TNFAIP6 TNFRSF10C TNIP1 TOPORS TOX4 TP53BP2 TPM3 TPRG1L TPSG1 TRAF6 TRAPPC4 TREM1 TRIB1 TRIM13 TRIM23 TRIM58 TRMT10C TSFM TSPYL1 TSPYL4 TUBA1A TUBA1C TWF1 U2SURP UBALD2 UBAP1 UBE2B UBE2G1 UBE2J1 UBXN6 UGCG UQCRC2 USF3 USP12 USP15 USP19 USP30 USP36 USP42 USPL1 UTP23 VAPA VAV2 VCPIP1 VCPKMT VNN3P VPS18 VPS37B VTI1A WBP11 WDR20 WDR45B WDR48 WHAMM WTAP XKR8 XRN1 YBX3 YOD1 YPEL5 YTHDC1 YTHDF2 YTHDF3 ZBTB1 ZBTB10 ZBTB18 ZBTB21 ZBTB33 ZBTB43 ZBTB5 ZC3HAV1 ZCCHC2 ZEB1 ZFAND2A ZFAND4 ZFAND6 ZFP36L1 ZFX ZFY ZMYM2 ZNF10 ZNF134 ZNF14 ZNF18 ZNF24 ZNF267 ZNF281 ZNF326 ZNF331 ZNF350 ZNF394 ZNF395 ZNF529 ZNF548 ZNF552 ZNF571 ZNF586 ZNF622 ZNF639 ZNF644 ZNF655 ZNF689 ZNF766 ZNF830 ZNF844 ZNF92 ZNFX1 ZNHIT3 ZRANB1 ZXDB ZZEF1 NAKAYA_PBMC_FLUMIST_AGE_18_50YO_7DY_IFN_SUBSET_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAYA_PBMC_FLUMIST_AGE_18_50YO_7DY_IFN_SUBSET_DN CDKN1B CSNK1A1 CXCL1 CXCL8 ICAM1 IFITM2 OSM PMAIP1 SOCS3 TRAF6 NAKAYA_PBMC_FLUMIST_AGE_18_50YO_7DY_IFN_SUBSET_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAYA_PBMC_FLUMIST_AGE_18_50YO_7DY_IFN_SUBSET_UP APOBEC3G AZI2 BCL2 C3AR1 CD244 CREBBP CSF1R DNAJA3 EIF2S1 ERAP1 HDAC1 HDAC2 ICAM2 IFI16 IKBKB IL27RA IL6R IRAK3 IRF3 IRF8 ITGA4 ITGAL ITGB2 JUN KAT2B MAP3K7 MAVS PTPN6 SMARCA4 STAT6 TP53 TRADD UBA7 NAKAYA_PBMC_FLUMIST_AGE_18_50YO_7DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAYA_PBMC_FLUMIST_AGE_18_50YO_7DY_UP AARS1 ABCB7 ABCC10 ABCD3 ABCF2 ABI3 ABRACL ABRAXAS1 ACAA1 ACADM ACAP2 ACAT1 ACER3 ACLY ACSL5 ACTL6A ACTMAP ACTR3 ADAP2 ADCY7 ADCY9 ADH5 ADHFE1 ADISSP ADSL AGAP4 AGK AGL AGPAT3 AHCYL1 AHCYL2 AHNAK AHSA1 AHSA2P AIDA AIFM1 AIMP2 AK2 AKAP10 AKAP11 AKAP13 AKIP1 ALDH3A2 ALDH3B1 ALG10B ALG13 ALG6 ALG8 ALKBH3 AMMECR1 AMPD3 AMY1A AMY1B AMY1C AMY2A AMY2B ANAPC1 ANAPC4 ANAPC7 ANKFY1 ANKH ANKIB1 ANKLE2 ANKRD10 ANKRD17 ANKZF1 ANXA2 ANXA2P2 ANXA4 ANXA6 AP1AR AP1M1 AP1S2 AP3S2 AP4B1 AP4E1 APAF1 APBB1IP APEH API5 APLP2 APOBEC3C APOBEC3F APOBEC3G APPBP2 APPL1 APTX AQR ARF1 ARHGAP26 ARHGAP27 ARHGAP30 ARHGEF10L ARID1A ARIH2 ARL11 ARL17A ARL17B ARL6IP5 ARMC1 ARMC10 ARMC8 ARMH3 ARMT1 ARSD ARSG ARV1 ASB3 ASCC1 ASCL2 ASRGL1 ASXL2 ATF1 ATF7IP ATF7IP2 ATG3 ATG7 ATL3 ATM ATMIN ATP13A1 ATP2B4 ATP2C1 ATP5MC1 ATP6AP1 ATP6V0A2 ATP6V0E1 ATP6V1C1 ATP6V1D ATP8B1 ATP8B2 ATPAF1 ATPSCKMT ATRN ATXN2 AUH AVL9 AZI2 B3GALNT2 BABAM1 BATF BAZ1A BAZ1B BCL2 BDP1 BFAR BICD2 BIRC6 BIVM BMP2K BPTF BRCC3 BRD3 BRD8 BRI3BP BRWD1 BTBD7 BTN2A1 BTN2A2 BTN3A2 BTN3A3 C11orf21 C11orf54 C14orf119 C15orf40 C1orf162 C2CD5 C2orf74 C3AR1 C5orf15 C5orf22 C6orf89 C8orf44 C9orf72 CAB39 CABIN1 CACNA2D3 CACNA2D4 CACYBP CALHM2 CALML4 CANX CAPG CAPN3 CAPRIN1 CAPRIN2 CARD8 CARNMT1 CARS1 CASP1 CASP2 CASP6 CASP8AP2 CBFA2T2 CBR4 CBX1 CCDC88A CCM2 CCND3 CCNL2 CCR2 CCT3 CCT4 CCT5 CCT6A CCT7 CCZ1 CCZ1B CD160 CD163 CD164 CD1C CD1D CD2 CD244 CD27 CD300A CD33 CD4 CD53 CD58 CD84 CDC14A CDC16 CDC25B CDC7 CDK2AP2 CDK4 CDK8 CELF1 CENPB CENPJ CEP104 CEP164 CEP170 CEP350 CEP83 CEP85 CEPT1 CES2 CFAP298 CFDP1 CGGBP1 CHCHD3 CHCHD4 CHD9 CHM CHMP4A CIAO1 CIAPIN1 CIDEB CIRBP CISD1 CISD3 CLCC1 CLCN3 CLEC12A CLEC12B CLEC2D CLIC3 CLIP4 CLK2 CLN8 CLNS1A CLOCK CLPTM1L CLPX CLTA CLTC CMAS CNOT1 CNOT4 CNOT6 CNPY2 CNTRL COA5 COASY COG2 COMMD1 COMMD10 COMMD3 COMT COPA COPB2 COPS5 COPS7A COPZ1 COQ2 COQ5 COQ9 COX10 COX15 COX18 CPM CPNE2 CPNE3 CPOX CPSF1 CPSF2 CPSF3 CRACR2A CREB1 CREB3L2 CREBBP CREBL2 CREBZF CRIM1 CRLS1 CROCCP2 CRTAM CRYBG3 CRYZL1 CSF1R CSF2RA CSNK1A1 CSNK2A1 CTBP2 CTNNA1 CTSB CTSC CTSH CUL1 CUL4A CWC27 CX3CR1 CXorf38 CYB5B CYBRD1 CYP20A1 CYP4V2 DAB1 DAGLB DAPP1 DARS1 DCAF10 DCAF13 DCAF6 DCAF7 DCLRE1B DCLRE1C DCP1B DCPS DDI2 DDX17 DDX19A DDX23 DDX41 DDX46 DECR1 DEF6 DELE1 DENND10 DENND2D DENND4B DFFA DGKZ DGLUCY DHPS DHRS4-AS1 DHX16 DHX32 DHX33 DIAPH1 DIAPH2 DICER1 DIDO1 DIP2A DIS3L DIS3L2 DLGAP4 DNAAF10 DNAAF5 DNAJA3 DNAJC10 DNAJC13 DNAJC16 DNAJC17 DNAJC24 DNAJC7 DNM1L DNMT1 DOCK10 DOCK9 DOK2 DPP3 DPY19L4 DPY30 DPYSL2 DRAM2 DTD2 DTNBP1 DUSP18 DUSP22 DUSP7 DYM ECH1 ECHDC1 ECI2 ECPAS EDEM3 EEA1 EEF1A1 EEF2K EFCAB14 EFL1 EHBP1L1 EHMT1 EIF1 EIF2B4 EIF2S1 EIF2S2 EIF3B EIF3J EIF4A1 EIF4ENIF1 EIF5B ELAVL1 ELK3 ELOVL1 ELP3 EMSY ENGASE ENSG00000272447 ENTR1 EOMES EPRS1 EPS15 ERAP1 ERG28 ERI1 ESYT1 ESYT2 ETNK1 EVL EWSR1 EXOC1 EXOC4 EXOC5 EXOSC10 EXT2 EYA3 EZH1 FADS1 FAM111A FAM114A2 FAM117A FAM118B FAM200B FAM219B FAM78A FARSB FASTKD1 FBH1 FBXL20 FBXO22 FBXO9 FBXW11 FBXW2 FCF1 FCMR FCRL3 FEZ2 FGD2 FGD4 FH FIG4 FKBP15 FKBP5 FLAD1 FLI1 FLII FLT3 FLT4 FMC1 FNBP1 FNIP2 FNTA FTSJ3 FTX FUCA2 FUS FYB1 FYN FZD2 G3BP1 G6PC3 GAB3 GALM GALNT1 GALNT7 GALT GANAB GAPT GART GATAD1 GATC GATD3 GBA2 GCDH GCFC2 GCN1 GEMIN6 GEMIN7 GET3 GGCT GGPS1 GIGYF2 GIMAP1 GIMAP2 GIMAP4 GIMAP6 GIMAP8 GIN1 GLB1 GLCCI1 GLG1 GLIPR1 GLS GLT8D1 GMIP GMPR2 GNL2 GNPAT GNPDA1 GOLGA3 GOLGA5 GOLPH3L GON4L GOPC GOT2 GPALPP1 GPATCH2 GPATCH4 GPD1L GPD2 GPR171 GPR75 GPR89A GPR89B GRSF1 GSAP GSE1 GSR GSTK1 GTF2A1 GTF2E1 GTF2H1 GTF2H5 GTPBP10 GUSBP2 GVINP1 GZMA H1-3 H2BC8 HADH HADHA HADHB HAUS1 HCG18 HDAC1 HDAC2 HDAC9 HDDC3 HDHD2 HDHD5 HDLBP HEATR3 HECA HELQ HELZ HENMT1 HERC2P3 HERC4 HEXA HEXB HEXD HGSNAT HIBCH HIKESHI HIVEP3 HLTF HM13 HMBOX1 HMOX2 HNMT HNRNPAB HNRNPF HNRNPH2 HOOK3 HPCAL1 HPF1 HPS3 HS2ST1 HSCB HSD17B12 HSD17B4 HSPBAP1 HUWE1 HYCC1 HYOU1 IARS1 IBTK ICAM2 IDE IDH1 IER3IP1 IFFO1 IFI16 IFT25 IKBKB IKZF1 IL17RA IL27RA IL6R IL7R IMMT ING4 INPP4A INSR INTS10 INTS13 INTS3 INTS6L INTS7 INTS8 IP6K2 IPCEF1 IPO7 IPO8 IPO9 IQGAP1 IQGAP2 IRAK3 IRF3 IRF5 IRF8 ITGA4 ITGAL ITGB2 ITK ITPKB ITPRIPL2 JAML JPT2 JPX JRK JUN KANSL1L KAT2B KATNBL1 KCNE3 KCNK6 KCTD12 KCTD15 KDELR1 KDELR2 KDM5A KHDC4 KIAA0319L KIAA0930 KIAA2026 KIDINS220 KIZ KLF6 KLHDC10 KLHDC3 KLHDC4 KLHL6 KLHL7 KLHL8 KLRD1 KLRG1 KMT2A KMT5B KRCC1 KRI1 KRIT1 KRTCAP2 KYAT3 L3HYPDH LACTB2 LAIR1 LAMTOR2 LARP4B LARS1 LAT LBH LCK LCORL LDAH LDLRAP1 LETMD1 LGALS1 LGALS3 LIAS LILRA4 LILRB1 LIMD1 LINC00324 LINC01138 LMAN2 LMAN2L LNPEP LNPK LONP1 LONP2 LPP LPXN LRCH3 LRIF1 LRIG2 LRRC37A2 LRRC47 LRRC8D LUC7L LUC7L2 LUC7L3 LY86 LY9 LYRM7 LYSET M6PR MACF1 MACROH2A1 MAD1L1 MALAT1 MANBA MAP3K20 MAP3K7 MAP4K4 MAPK1 MAPK1IP1L MAPKAP1 MARCHF1 MARS1 MAVS MBNL1 MBNL2 MBOAT1 MBP MCCC2 MCEE MCM3 MCM3AP MCM5 MCMBP MCTS1 MDFIC MDM1 ME2 MEAK7 MED1 MED11 MED12 MED13L MEF2A MEMO1 METAP1 METTL13 METTL17 METTL2A METTL2B METTL3 METTL5 METTL8 MEX3C MFSD4B MFSD8 MGA MGAT2 MGST1 MGST2 MICA MICAL2 MID1 MIS18BP1 MITD1 MKKS MKLN1 MLEC MLX MLXIP MMS19 MNDA MOB1B MOB3B MON2 MORC2 MOSMO MOSPD2 MPDU1 MPEG1 MPHOSPH8 MPHOSPH9 MPLKIP MPV17 MRE11 MRI1 MRPL14 MRPL15 MRPL18 MRPL30 MRPL34 MRPL36 MRPL37 MRPL38 MRPL48 MRPL57 MRPS14 MRPS18B MRPS21 MRPS28 MRPS31 MRPS5 MRPS6 MRPS9 MRS2 MRTO4 MS4A14 MS4A6A MS4A7 MSH2 MSL3 MTA1 MTCH2 MTDH MTHFD1 MTIF2 MTIF3 MTMR11 MTO1 MTREX MTRF1 MTX2 MUS81 MYCL MYDGF MYO1G MZF1 N4BP2L2 NAA25 NAA40 NAAA NACC2 NADK NADSYN1 NAIP NAPB NARS1 NASP NBPF1 NBPF10 NBPF11 NBPF12 NBPF8 NBPF9 NBR1 NCBP1 NCBP2 NCEH1 NCOA3 NCOA6 NCOR1 NCSTN NDC1 NDFIP1 NDUFA10 NDUFA8 NDUFAF1 NDUFS1 NDUFV3 NEAT1 NEK2-DT NEK4 NEK7 NEK9 NELFB NEMP1 NFATC2 NFATC2IP NFATC3 NFYC NHLRC3 NID1 NIPBL NIT1 NIT2 NLRC3 NLRC4 NLRP12 NME6 NMRAL1 NMT1 NMT2 NNT NOTCH2 NOTCH2NLA NPAT NPEPPS NPIPA1 NR2C2 NREP NSF NSMCE4A NSRP1 NSUN5 NSUN5P1 NSUN5P2 NT5C2 NUDCD1 NUDCD3 NUDT16 NUDT7 NUDT9 NUMB NUP210 NUP42 NUP43 NUP62 NVL OGDH OGFOD1 OGG1 OGT OLIG1 OMA1 ORC2 ORMDL1 OSBPL11 OSBPL3 OSGEPL1 OSTC OSTM1 OTUB1 OTULINL OXR1 P2RX7 PAAF1 PACC1 PAFAH1B1 PAK1 PALB2 PAM PAPSS2 PAQR8 PARN PARP4 PARVG PAXBP1 PBRM1 PCCA PCID2 PCM1 PCMT1 PCMTD1 PCNX4 PCYOX1 PCYOX1L PDCD11 PDCD6IP PDE4DIP PDE6D PDE7A PDHA1 PDHB PDHX PDIA4 PDIA5 PDIA6 PDZD11 PEX11B PFDN6 PFKP PHB1 PHF14 PHF20 PHF20L1 PHF21A PHKA2 PHYKPL PID1 PIEZO1 PIGF PIGG PIGM PIGV PIH1D1 PIK3C3 PILRB PIN4 PITPNB PITRM1 PLCB1 PLGLB1 PLGLB2 PLPBP PLRG1 PMM2 PMS1 PMS2P1 PMS2P2 PMS2P5 PMS2P6 PNKD PNPT1 POC5 POGLUT1 POGZ POLI POLK POLR1B POLR1D POLR2J2 POLR3K POP5 POT1 POU2F2 PPID PPIE PPM1L PPP1R12A PPP1R2 PPP1R21 PPP2CB PPP3CB PPP4R3B PPP6R3 PRDM15 PRDM2 PRDX1 PRDX3 PREB PREP PRF1 PRIMPOL PRKACB PRKAG1 PRKAG2 PRKCD PRMT2 PRPF38A PRPSAP1 PRPSAP2 PRR14L PSAP PSD4 PSEN1 PSMA3-AS1 PSMA7 PSMC4 PSMD1 PSMD14 PSME3IP1 PSMG1 PSPC1 PSTPIP1 PTER PTGDR PTGR3 PTPN22 PTPN6 PUM1 PURA PUS7 PWWP2A PYCR2 PYHIN1 QKI QRSL1 QSER1 RAB10 RAB27A RAB28 RAB29 RAB3D RAB3GAP1 RAB3GAP2 RAB7A RABGAP1 RAC2 RAD1 RAD17 RAD50 RAD51C RAI1 RALA RALGAPB RAP1GDS1 RAPGEF6 RAPH1 RARS1 RASA1 RASA4 RASAL3 RASEF RASGEF1A RASGRP1 RASSF4 RBBP4 RBM14 RBM41 RBM42 RBM4B RBM5 RBM6 RBM8A RCAN1 RCBTB2 RCSD1 RDH11 RECK RECQL REEP3 REEP5 RER1 RETREG1 RETREG3 REV1 RFC2 RFXAP RGS14 RGS3 RHOB RHOT1 RIOX2 RIPOR2 RMND1 RNASE2 RNASE4 RNASE6 RNASEH2C RNF111 RNF146 RNF170 RNF213 RNPC3 ROCK2 RPA2 RPAP2 RPE RPRD1A RPS27A RPS6KA1 RPS6KA3 RSBN1L RSC1A1 RSF1 RSPRY1 RSRP1 RTN1 RTN4 RUFY2 RUSC1-AS1 RUVBL1 RUVBL2 RXYLT1 S100PBP SAE1 SAMD3 SAMD9L SAMHD1 SAMM50 SAP30 SAP30L SARS1 SCAMP1 SCARB2 SCFD1 SCML4 SCOC SCPEP1 SCRIB SDAD1 SDCCAG8 SDHC SEC11A SEC22A SEC23B SEC23IP SEC31A SEC63 SELPLG SENP6 SEPTIN9 SERBP1 SERINC3 SESTD1 SETD3 SETD4 SETD5 SETDB1 SETDB2 SETX SF3B3 SFT2D1 SFXN4 SGMS2 SGPL1 SH3BP5 SH3TC1 SHMT2 SHPRH SHQ1 SIGMAR1 SIN3B SIRPB2 SKA2 SKIC3 SKIC8 SKP2 SLAMF1 SLAMF6 SLAMF7 SLC12A2-DT SLC18B1 SLC22A15 SLC25A11 SLC25A40 SLC25A43 SLC25A45 SLC25A46 SLC26A2 SLC30A5 SLC30A7 SLC33A1 SLC35A1 SLC35A5 SLC35B3 SLC35D2 SLC35E2A SLC38A10 SLC38A9 SLC43A3 SLC44A1 SLC46A2 SLC46A3 SLC4A1AP SLC66A3 SLC7A1 SLC7A6 SLF2 SLFN5 SMARCA2 SMARCA4 SMARCAD1 SMARCAL1 SMC1A SMC5 SMG1 SNAPIN SNHG10 SNORA28 SNRNP40 SNRPD3 SNTB2 SNUPN SNX1 SNX19 SNX27 SNX5 SON SOS1 SP1 SP140 SP3 SPART SPAST SPATA5 SPCS2 SPG11 SPG7 SPIN3 SPN SPNS1 SPOP SPTLC2 SPTSSA SRFBP1 SRGAP2 SRGAP2C SRPRB SRSF1 SRSF3 SRSF7 SS18 SSR1 SSR3 ST3GAL1 ST6GAL1 STAB1 STAG3L1 STAM2 STAMBP STAT6 STING1 STIP1 STK17B STK38 STRAP STT3A STX12 STX18 STX6 STX7 STYX STYXL1 SUCLA2 SUGP2 SUGT1 SULT1A1 SULT1A2 SULT1A3 SULT1A4 SUN1 SUPT16H SUPT20H SUSD3 SYNCRIP SYNGR2 SYNRG SYTL1 TADA3 TAF15 TAOK1 TAOK3 TAPT1-AS1 TARDBP TARP TARS1 TARS3 TASOR TATDN1 TBC1D10C TBC1D9B TBCE TBCK TCAIM TCF12 TCF7L2 TCHP TCTN3 TDRD3 TDRD7 TENT2 TERF2 TES TET2 TEX10 TFB1M TFCP2 TFEB TFEC TGFBI TGOLN2 THEM4 THOC2 THYN1 TIA1 TIMM13 TIMMDC1 TIMP2 TIPRL TK2 TLR5 TM2D1 TM7SF3 TM9SF4 TMCO1 TMED10 TMEM107 TMEM14C TMEM165 TMEM168 TMEM214 TMEM216 TMEM218 TMEM223 TMEM248 TMEM250 TMEM260 TMEM50B TMEM63A TMEM69 TMEM80 TMEM87B TMOD2 TMOD3 TMPO TMX2 TMX3 TNFAIP8L2 TNFSF12-TNFSF13 TNFSF13 TNFSF8 TNIP1 TNPO3 TNRC18 TOMM5 TOR3A TOR4A TP53 TPCN1 TPP1 TRAC TRADD TRAF3IP3 TRAF5 TRAM2 TRAPPC11 TRAPPC12 TRAPPC3 TRAPPC6B TRAPPC8 TRGC2 TRIM13 TRIM27 TRIM33 TRIM4 TRIM44 TRIM52 TRIM56 TRIM66 TRIM73 TRIP4 TRIQK TRIT1 TRMT13 TRPS1 TRPV2 TRRAP TSC1 TSEN15 TSEN2 TSNAX TSPAN14 TSPAN32 TTC1 TTC13 TTC14 TTC17 TTC27 TTC7A TTC9C TTL TTYH2 TUG1 TUT4 TXK TXN2 TXNDC15 UBA1 UBA3 UBA5 UBA7 UBAP2 UBASH3A UBE2L3 UBE2V2 UBE4A UBN2 UBTD2 UBTF UBXN11 UBXN8 UCHL5 UFSP2 UGGT1 UGP2 UPF3A UQCC1 UQCR10 UQCRC1 USO1 USP21 USP28 USP33 USP34 USP48 UTP14A UTP14C UTP6 UVSSA VAMP1 VAMP4 VAMP8 VBP1 VCAN VDAC3 VIPAS39 VIPR1 VKORC1 VPS13D VPS16 VPS35 VPS35L VPS36 VPS45 VPS50 VPS52 VPS72 VPS8 VRK3 VTA1 WASH3P WASHC3 WASHC4 WASHC5 WBP1L WDFY2 WDR11 WDR12 WDR33 WDR46 WDR59 WDR73 WDR77 WDSUB1 WNK1 WRAP73 WSB1 XIAP XPO1 XPO7 XRCC5 YEATS2 YIF1A YIPF5 YPEL2 ZBTB40 ZBTB48 ZC3H13 ZC3H14 ZC3H6 ZDHHC13 ZDHHC16 ZFC3H1 ZFP64 ZFP90 ZGPAT ZKSCAN1 ZMYM4 ZMYM6 ZNF106 ZNF146 ZNF148 ZNF207 ZNF224 ZNF248 ZNF280D ZNF302 ZNF354A ZNF439 ZNF512 ZNF514 ZNF518A ZNF559 ZNF573 ZNF609 ZNF638 ZNF641 ZNF664 ZNF721 ZNF75D ZNF767P ZNF789 ZNF862 ZNG1A ZNG1B ZNG1C ZNG1E ZNG1F ZRSR2 ZSCAN29 ZSWIM6 ZW10 NAKAYA_PBMC_IMUVAC_MALE_AGE_14_27YO_1D_POSTBOOST_VS_0DY_PREIMM_TIV_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAYA_PBMC_IMUVAC_MALE_AGE_14_27YO_1D_POSTBOOST_VS_0DY_PREIMM_TIV_UP ADORA3 ANKRD22 ATP6V0C BATF2 CCR3 CD274 CTSW ETV7 FAS FCGR1A FCGR1BP FKBP5 GBP1 GBP4 GBP5 GK GK3 ICAM1 IDO1 IGLV4-60 IRF1 KREMEN1 LPCAT2 MS4A3 NOD2 P2RY14 PI3 PRRG4 PRSS33 PSMF1 PSTPIP2 PTGDR2 RAB20 RAPGEF2 SERPING1 SIRPB1 SLC4A1 SNX27 TMOD1 TNFAIP2 TSPAN5 UCP2 VSTM1 WARS1 NAKAYA_PLASMACYTOID_DENDRITIC_CELL_FLUARIX_FLUVIRIN_AGE_18_50YO_7DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAYA_PLASMACYTOID_DENDRITIC_CELL_FLUARIX_FLUVIRIN_AGE_18_50YO_7DY_DN AKAP11 ALG13 AMIGO2 ANKFY1 API5 ARMCX5 ARSB ASNS ATP5MG B3GALT2 BCAT1 BCS1L BDH1 BRCC3 BTBD3 BTN2A2 CACFD1 CCNL2 CD84 CDC23 CDK17 CENPS CEP63 CES2 CFP CIB2 CKAP5 COPS6 COQ10B CPSF4 CPT1A CREBZF CSAD CSTF1 CUL5 CXCL2 DBNDD2 DCTN4 DDX49 DNAJB6 DNAJC24 DPP4 DSE DUS4L EGR2 EIF4ENIF1 ELMO2 EML2 ENTPD7 EPHA2 ERGIC2 ESR2 EWSR1 FAM131A FASTKD3 FBXL5 FBXO38 FDX1 FH FRAS1 GAS1 GIPC1 GK GLMN GMPR2 GNA11 GNG10 GNL3L GNMT GPX3 GRK3 GSTZ1 H1-0 HERC1 HSPA13 HSPA1L ICAM2 IFI44 IL11RA IL13RA1 JAG1 KLC2 KLF11 KMT2A KNOP1 LILRB4 LONP2 LRFN4 LRP10 LUC7L2 MADD MAP4K5 MAPK14 MAPRE2 MEF2D METTL22 MID2 MORC2 MORC4 MPIG6B MRPL9 MTERF3 MTF2 MTMR6 MYCL N4BP1 NABP1 NAIP NANOG NCOR2 NDST2 NDUFA5 NFATC2IP NOP14 NR3C1 NUP133 NUP98 OSBPL2 P2RY1 P4HB PAXBP1 PDE4B PHLPP1 PIK3R1 PIP5K1B PNPLA2 POMZP3 PPP2R2A PRC1 PRDX6 PRKCI PRPF4 PTEN PTPN11 RAB11A RAE1 RASA4 RASA4B RBM12B-AS1 RETREG2 RFC4 RGS14 RHEB RNF138 RPA1 RPL37A RRP1B RXRB SACS SAT1 SCN3B SDAD1 SEC23B SEPTIN9 SGCB SH3BGRL SLC12A7 SLC38A4 SLC8A2 SLC9A6 SMG6 SOCS5 SPATA20 SPIN2A SPRED2 STXBP6 SYS1 SYS1-DBNDD2 TAF6L TCTA THBD TLK1 TLR6 TPM2 TPRKB TRIM36 TTC4 UBE2K UEVLD UQCRFS1 USP3 USP46 USP9X WDR13 WDR43 WWC3 YBX2 YOD1 YPEL1 ZBTB43 ZFP64 ZKSCAN5 ZKSCAN7 ZNF212 ZNF3 ZNF589 NAKAYA_PLASMACYTOID_DENDRITIC_CELL_FLUARIX_FLUVIRIN_AGE_18_50YO_7DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAYA_PLASMACYTOID_DENDRITIC_CELL_FLUARIX_FLUVIRIN_AGE_18_50YO_7DY_UP ADAM28 ADCK2 AIFM1 AKAP6 ALDH5A1 AMMECR1 APAF1 APEX2 APLP2 ARIH1 ARNT ARRB2 ATF7IP ATP10A ATP5MC2 BACH1 BAX BLVRA BRD3OS CALML4 CAMSAP1 CARD8 CBLB CCNA2 CD180 CD22 CD40 CD69 CD86 CDC25A CDC42EP3 CDHR5 CENPO CEP135 CFLAR CLUAP1 CNOT4 COL9A3 COTL1 CRABP2 CRIM1 CTSO CTSZ DEDD DENND10 DHX34 DHX40 DLG1 DNAJB6 DPP4 EEA1 EGR1 EIF4A1 ELP4 EPB41L3 EYA3 F11R FAR2 FEM1B FOXO3 GABBR1 GABPB1 GADD45B GGPS1 GLO1 GNL3L GOLGA2 GPR52 H2AC18 H2AC19 HBS1L HECTD3 HEXIM1 HGSNAT HIPK3 HSD17B8 IGHA1 IGHA2 IGHD IGHG1 IGHG3 IGHG4 IGHM IGHV3-23 IL10RB IL6R IPCEF1 IPO5 IQGAP1 IRF3 ISG20L2 ITSN2 JUN KDM5B KIF2A KLF9 KLHL28 KPNA6 KRAS KRT86 KYNU LAIR1 LGALS8 LILRA1 LIMK2 LPIN1 LRRC37A2 MAP3K7 MARCKS MEF2C MRPS18C MTAP MTSS1 MYC NCOR1 NEAT1 NIPBL NMB NOLC1 NRP1 NTM OAS3 PAK2 PALM2AKAP2 PCBP2 PDE4DIP PFN2 PIH1D1 PLBD1 PMAIP1 POLR2A POM121 POM121C PPIA PRKCA PRPF4B PSEN1 PSME3 PTGS2 PTK2 PTPN12 RABGGTB RAD21 RALBP1 RALGAPB RASA2 RBM12B RBMX RGPD5 RGPD6 RGPD8 RHOB RHOQ RRP9 S100A2 SAR1A SCAF11 SCO2 SEC14L1 SF1 SFSWAP SIGLEC6 SIK3 SLC12A3 SLC17A5 SLC2A14 SLC2A3 SLC35D1 SLC4A7 SMAD2 SNX27 SP4 SPEN SRRT SRSF11 STX11 STX16 STX17 STX5 SULT1A1 SULT1A3 SULT1A4 SZRD1 TAOK3 TASOR TCOF1 TFDP2 THBS1 TIMM10B TIMP2 TLE4 TLE5 TMCC1 TMEM135 TMEM260 TMPO TMUB2 TNFRSF10B TNFSF12-TNFSF13 TNFSF13 TNIP1 TNPO2 TP53I3 TRIM33 TRPS1 UBA7 UBXN4 VPS26C WASHC4 WDFY3 WSB1 ZBED4 ZFP36L1 ZGPAT ZMAT3 ZMYND8 ZNF148 ZNF593 ZPR1 NAKAYA_PLASMACYTOID_DENDRITIC_CELL_FLUMIST_AGE_18_50YO_7DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAYA_PLASMACYTOID_DENDRITIC_CELL_FLUMIST_AGE_18_50YO_7DY_DN AAK1 AAR2 ABCA11P ABCC6 ABCF2 ABHD5 ACAN ACHE ACP5 ACVR1B ACY1 ADAM19 ADAM8 ADARB1 ADCY3 ADCY6 ADGRG1 ADORA1 ADTRP AKAP13 AKAP6 AKAP8L AKIP1 AKR1C4 ALAS2 ALDH4A1 ALK ALX1 ALX3 AMHR2 ANAPC10 ANGPT1 ANK3 AP1M2 APLP1 APOC2 APOE APOM APPBP2 AQP2 AR ARHGAP26 ARHGAP6 ARHGEF11 ARHGEF17 ART4 ASAP3 ASCL1 ASH1L ASIC1 ASL ASMTL-AS1 ASPHD1 ATAD2 ATF7IP ATG2A ATP1B1 AVPR1A AZGP1 B3GNT3 B9D1 BACH1 BBS9 BDKRB2 BEX1 BGN BIK BIRC5 BLVRA BOP1 BPNT1 BRF1 BRINP1 BRPF1 BTNL8 BUB1B C15orf39 C1S C1orf68 C4A C4B CABP1 CACFD1 CACNA1A CACNA1E CACNA1H CACNA1I CACNB2 CACNB3 CADM4 CALB1 CALCA CALML5 CALR CALY CAMK1 CAMK2B CAMK2G CAPN10 CARD10 CASP4 CASQ1 CCDC71 CCK CCL25 CCL5 CCNE2 CCR9 CD1E CD24 CD28 CD300C CD79B CDA CDC14B CDC34 CDC42 CDC42EP3 CDC42EP4 CDCA4 CDH15 CDH4 CDK3 CDKN2A CDKN2A-DT CDSN CEACAM1 CEACAM6 CEBPA CEND1 CEP76 CERS4 CFAP410 CFHR5 CFLAR CHAD CHAF1A CHAT CHD4 CHD5 CHFR CHIA CHKB-CPT1B CHPF2 CHRDL1 CHRNG CHST4 CIAO3 CILP CKB CLBA1 CLCN4 CLCN7 CLEC4M CLPS CLTA CLTC CMKLR2 CNGB1 CNPY4 COL11A2 COL4A3 COL6A1 COL7A1 COMMD4 CORO1B COTL1 CPNE6 CPT1B CRACDL CRB1 CRHR1 CRLF1 CRYBA4 CRYBG2 CRYGD CSF3 CSH1 CSNK1E CSNK1G1 CSNK1G2 CTNND2 CUL7 CWC25 CXADR CXCL1 CYB561 CYLC1 CYP2A6 CYP2A7 CYP2B6 CYP2C18 CYP2C8 CYP2C9 CYP2E1 CYP3A4 CYP4F8 DAZ1 DAZ2 DAZ3 DAZ4 DCAF4 DCT DCUN1D4 DDIT3 DDX11 DDX31 DENND2A DFFB DGKG DHX34 DHX8 DIO2 DKK4 DLAT DLEC1 DLG5 DLGAP4 DMAC2L DMXL2 DNAI1 DNAJC1 DNAJC4 DOCK5 DOCK6 DOK1 DPT DPYSL4 DTNA DTX2 DUS2 DUX4 DUX4L4 DUX4L5 DUX4L6 DUX4L7 DYRK1B EFCC1 EFHD1 EHBP1L1 EHD1 ELF4 ELK1 ELN ELOVL2 ELSPBP1 EMC9 EMP1 ENGASE ENOX1 EPB41L3 EPHA1 EPN1 EPN3 ERC1 ERG ESR1 ETV1 ETV7 EXOC7 EXOG EXOSC2 EXOSC4 EXPH5 EYA4 F11 F12 FABP2 FADD FAIM2 FBLN1 FBLN5 FBXL8 FBXO11 FCAR FCGR1A FCGR2C FCN1 FGF12 FGF3 FGF5 FGL1 FH FKBP6 FKBPL FLNC FN1 FNDC11 FOSL2 FOXF1 FOXN1 FOXP1 FRMD4A FXYD6 FZD10 GABARAPL1 GABRG2 GAL GALNT6 GAREM1 GART GAS1 GAS7 GATA1 GATA2 GATAD1 GBP1 GCGR GCHFR GDF15 GGA1 GHRH GHSR GIMAP5 GLTP GMDS GMEB1 GNA11 GNAO1 GNB5 GOLIM4 GORASP1 GP2 GPER1 GPR135 GPR137 GPR162 GPR22 GPR32 GPR68 GRAP2 GSG1 GSPT1 GUCA1A GYPB H1-1 H2AC15 HAO2 HAPLN1 HBA1 HBA2 HBEGF HCN4 HEG1 HELLS HES1 HK1 HK2 HK3 HMGB3 HMGCL HMOX2 HOOK1 HOXB5 HOXD13 HRK HS3ST1 HS3ST2 HSD11B1 HSD17B8 HSPA6 HTR1D ICOSLG ID2 IER2 IER3 IFI30 IFT122 IGF1 IGF2 IGFALS IGFBP5 IGHG1 IL15 IL1B IL2 IL27RA IL6 IL6ST IMPDH1 IMPG1 ING2 INHBB INO80D INS-IGF2 INTS5 IQCC IRF6 IRGQ ISL1 ITGA2B ITGA3 ITGA6 ITGB4 ITIH2 ITIH4 ITPK1 ITPKC ITSN1 JADE3 JAG2 JAK3 JMJD7 JMJD7-PLA2G4B JRK KAT5 KCND3 KCNIP2 KCTD14 KCTD5 KDM6B KHK KIAA0040 KIAA1614 KIF22 KIF25 KIR2DL5A KIR3DL1 KIRREL1 KLHDC10 KLHDC3 KLHL20 KLHL22 KLHL24 KLHL35 KLK1 KLK10 KLRG1 KMT5A KPTN KRT6B KRTAP2-4 KSR1 L1CAM LAMA2 LAMB1 LARP6 LAT LCMT2 LDB3 LEFTY1 LGALS14 LGI2 LHPP LIMCH1 LIMK1 LLGL2 LMF1 LMNA LMTK2 LPCAT4 LRP1 LRP5L LRRC31 LRRC61 LTBP4 LYST MAD1L1 MAFK MAGEA10 MAGEA3 MAP2K5 MAP3K19 MAP3K9 MAPK12 MAPKAPK5-AS1 MARCKS MAST2 MAST4 MATN1 MB MBP MCM10 MCOLN3 ME1 MEAK7 MED27 MED9 MEGF6 MEGF8 METRN METTL4 MEX3D MFAP5 MFNG MFSD5 MICAL2 MIF MKI67 MLXIPL MMP25 MOG MPIG6B MPZL1 MR1 MRPL2 MRPS12 MSH6 MSL3 MSRB2 MST1 MT1E MT1G MT3 MTF1 MTFR1 MTHFR MTOR MUC1 MUC13 MUC4 MXRA8 MYB MYBPC2 MYCN MYCNOS MYCT1 MYL6 NAA11 NAA40 NAGLU NCAM1 NCAPH2 NCLN NCR2 NDE1 NDEL1 NDRG2 NDRG4 NECTIN2 NECTIN3 NEU3 NEUROG2 NHERF2 NINL NKX2-2 NKX2-5 NLRP1 NMT2 NOTCH3 NPAT NPEPL1 NPHP4 NR0B1 NR1I2 NR2E3 NRP2 NSD2 NSG1 NTRK2 NUAK2 NUP98 OBSCN OBSL1 OCA2 OGFOD2 OGFOD3 OGN OR12D3 OR2C1 OR2F1 OR2F2 OR5V1 OSGIN1 OSM P2RX2 P3H3 PAEP PAWR PAX6 PBX2 PBXIP1 PC PCBP3 PCCA PCDHA10 PCDHGC3 PCGF1 PDE2A PDE4A PDE4D PDGFB PDGFRA PDHA2 PDLIM4 PDLIM5 PDZK1IP1 PER2 PEX10 PEX19 PFKFB4 PFN2 PHF3 PHKG1 PHLDB1 PHYHIP PIK3CB PIP4K2B PKD1L1-AS1 PKNOX2 PLA2G3 PLAUR PLEC PLEKHO2 PLPBP PLSCR1 PLXNA1 PLXNA2 PNMA8A PNMT POGLUT2 POLG POLR2J2 POLR3D POMC POU3F4 PPARD PPDPF PPIA PPIL2 PPP2R5A PRAMEF11 PRAMEF12 PRDM8 PRELP PRIM1 PRKD2 PRMT7 PRPF31 PRR5 PRRX2 PRSS22 PSEN2 PSRC1 PTAFR PTGER1 PTGS1 PTGS2 PTPN3 PTPRD PTPRH PURA PVR PWP2 PYCR3 PYY QTRT1 RAB20 RAB23 RAB3B RABEP2 RAD23B RAD51B RAI14 RANBP1 RANBP3 RARA RARB RASSF4 RBBP4 RBM38 RBPMS RC3H2 RCC1 RDX REPS1 RFC1 RFX1 RGS4 RGS9 RHBDL1 RHD RHEB RIF1 RIPK4 RNASE2 RNF122 RNF126 RNFT1 RPL35A RPS28 RPS6 RRAS2 RRP12 RRP15 RRP9 RSL1D1 RTL10 RTN1 RTN2 RUNX1 RYK SAA1 SAA2 SAMD9 SAPCD1 SCAMP4 SCARB1 SCGB2A2 SCLY SCN2A SCNN1A SDC1 SDF4 SDHB SDK2 SEMA3F SEMA6B SEMA7A SENP6 SERHL2 SERPIND1 SERPINE1 SEZ6L SFI1 SFTPC SH2D3A SHISAL1 SIGLEC7 SIGLEC8 SIL1 SIM1 SKAP2 SKI SKIC2 SLC11A1 SLC12A3 SLC14A2 SLC16A5 SLC16A8 SLC17A7 SLC19A1 SLC22A18AS SLC24A2 SLC25A22 SLC25A30 SLC25A37 SLC26A6 SLC2A14 SLC2A2 SLC2A3 SLC2A4RG SLC35A2 SLC35C1 SLC39A4 SLC4A4 SLC6A11 SLC6A2 SLC6A8 SLC7A8 SLCO3A1 SLN SMAD6 SMG7 SMR3A SMR3B SMTN SNAPC2 SNAPC4 SNCA SNRPN SNTB1 SNTB2 SOCS1 SOD3 SOGA1 SOX15 SOX9 SP2 SPACA1 SPINK5 SPNS1 SPTB SPX SRCAP SRF SRGAP3 SRPX2 SSBP2 ST20 ST6GALNAC2 ST7L STAB2 STAG3 STAP2 STARD3 STARD8 STBD1 STMN1 SULT2B1 SYNM SYP TAB1 TACR1 TAF6L TAT TBC1D1 TBCD TBK1 TBX1 TBX3 TCEAL2 TCF25 TCN2 TCP11L1 TCTN2 TECTA TERT TEX11 TEX15 TEX30 TF TFCP2L1 TGM4 TGOLN2 THAP7 THTPA TIMM17A TIMP3 TK1 TLE4 TLL2 TLN2 TLR8 TLX2 TM9SF1 TMEM131L TMEM259 TMEM63A TMX4 TNFAIP2 TNFAIP6 TNFRSF10B TNFRSF10C TNFRSF25 TNFSF14 TNNC2 TNPO2 TNS1 TNXA TNXB TOM1L2 TP73 TPD52L1 TPSAB1 TPSB2 TRA2A TRAFD1 TRBV10-2 TREM2 TRGV5 TRIM23 TRIM31 TRIM45 TROAP TSC22D4 TSPAN9 TTC38 TUBA4A TUBB1 TUBG1 TUSC2 UBA6 UBE2C UBE2H UCN USP32 USP46 UST VARS1 VASH2 VAV3 VAX2 VDR VEGFA VNN2 VPREB3 VPS28 VWA7 WDFY3 WDR76 WFS1 WIZ WNT6 XIAP YBX1 YIPF6 ZBTB32 ZBTB43 ZC3HAV1 ZCCHC14 ZDHHC11 ZFAND3 ZFHX2 ZFR2 ZMIZ2 ZNF154 ZNF157 ZNF174 ZNF189 ZNF292 ZNF324 ZNF467 ZNF536 ZNF551 ZNF606 ZNF76 ZSCAN31 ZSWIM8 NAKAYA_PLASMACYTOID_DENDRITIC_CELL_FLUMIST_AGE_18_50YO_7DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAYA_PLASMACYTOID_DENDRITIC_CELL_FLUMIST_AGE_18_50YO_7DY_UP AACS ABCB1 ABCB4 ABCC4 ABHD2 ABRAXAS2 ACACA ACAT1 ACSF2 ACSL3 ACSL4 ACTA2 ACTR6 ADA ADAM10 ADAM22 ADAM9 ADCK2 ADD1 ADD3 ADI1 ADK ADNP ADRB2 AFF1 AFG3L2 AGA AGO2 AGPAT5 AGTPBP1 AIMP2 AJAP1 AK1 AK2 AKAP17A AKT3 ALCAM ALDH5A1 ALG13 ALG5 AMD1 AMIGO2 AMY1A AMY1B AMY1C AMY2A AMY2B ANGEL2 ANKFY1 ANKHD1 ANKHD1-EIF4EBP3 ANKMY2 ANKRD10 ANKRD17 ANKRD49 ANXA2 ANXA4 ANXA7 AP2B1 APAF1 APC API5 APOBEC3G APOOL APPBP2 APPL1 AR ARAP2 AREG ARF3 ARF4 ARFGEF2 ARG2 ARHGAP12 ARHGAP15 ARHGAP17 ARHGAP24 ARHGEF7 ARIH1 ARL1 ARL3 ARL8B ASCC3 ASF1A ASMTL ASNS ASNSD1 ASXL2 ATAD2B ATF1 ATF2 ATF7 ATG12 ATM ATP10A ATP13A3 ATP2A2 ATP2C1 ATP5F1C ATP6V1A ATP9B ATRAID ATRX ATXN1 ATXN10 AUTS2 AVL9 AZI2 BABAM2 BAG6 BANK1 BAZ1A BBS4 BCL11A BCL2L1 BCL2L11 BEX4 BIN1 BLMH BLOC1S5 BMP2K BMPR2 BRIX1 BSPRY BTAF1 BTBD3 BTG1 BTG2 BTK BUB3 BUD31 BZW1 C10orf88 C11orf21 C11orf24 C12orf43 C18orf25 C1QBP C1orf112 C1orf50 C2CD5 C7orf25 CA8 CALCRL CAMSAP1 CAND2 CAP1 CAPN15 CAPN7 CAPNS1 CAPZA1 CAPZB CARD8 CARF CARS1 CAT CBX1 CCDC47 CCDC59 CCDC86 CCDC90B CCDC91 CCDC93 CCND2 CCND3 CCNG1 CCNG2 CCNT2 CCR1 CCR2 CCT2 CCT4 CCT6A CCZ1 CCZ1B CD164 CD55 CDC16 CDK12 CDK13 CDK2AP1 CDK2AP2 CDK5RAP1 CDR2 CDYL CELF1 CELF2 CENPJ CENPU CEP290 CEP350 CEP57 CEP63 CEP68 CETN3 CFAP20 CFAP298 CHD9 CHST11 CHST15 CHTOP CIAPIN1 CISD1 CITED2 CIZ1 CLCN3 CLIC3 CLIP1 CLK1 CLTA CMAS CMKLR1 CMPK1 CMTM6 CNDP2 CNIH1 CNOT1 CNOT4 CNOT9 CNTRL COBLL1 COG2 COG8 COIL COMT COPB1 COPS2 COPS6 COPS8 COPZ1 COX11 COX15 COX16 CPD CREB1 CREBL2 CREBZF CRELD2 CREM CRIM1 CSE1L CSF2RA CSNK1A1 CSNK1D CSRP2 CTBP2 CTBS CTNNA1 CTNS CTSB CUEDC1 CUL4A CUL4B CUL5 CUTC CYBC1 CYFIP1 CYFIP2 CYRIA DAAM1 DAB2 DAD1 DAP3 DAPK1 DARS1 DBF4 DCAF13 DCAF7 DCK DCP2 DCTN3 DDX19A DDX27 DDX42 DDX6 DECR1 DENND10 DENND4B DERA DERL2 DESI1 DESI2 DGCR2 DGKA DGUOK DHDDS DHFR DIAPH1 DICER1 DIMT1 DLEU1 DMAC2 DMTF1 DMXL1 DMXL2 DNAJB9 DNAJC10 DNAJC13 DNAJC24 DNAJC8 DNAJC9 DNASE1L3 DNTTIP2 DPP3 DPP8 DPYSL2 DR1 DSG2 DUSP3 DUSP6 DXO DYNC1H1 DZIP3 E2F5 EAF2 EBNA1BP2 EBP ECH1 ECHS1 ECPAS EDEM2 EDRF1 EEA1 EFCAB2 EFHC1 EFR3A EGLN1 EGR1 EID1 EIF1AX EIF2B1 EIF2S1 EIF2S2 EIF3B EIF3G EIF3J EIF3M EIF5B ELAVL1 ELF1 ELL3 ELMO2 EMC2 EML4 ENO1 ENOPH1 ENPP2 ENPP4 ENSA ENTPD1 ENTPD6 EPHB1 EPM2A EPRS1 EPS15 ERAP1 ERAP2 ERBIN ERCC1 ERG28 ERLIN2 ERMAP ERO1B ERP44 ESD ETNK1 EVI5 EWSR1 EXOC5 EXOSC8 EZH1 F8A1 F8A2 F8A3 FAF1 FAHD2A FAM117A FAM13A FAM3C FANCI FAR2 FASTKD1 FASTKD2 FCMR FDFT1 FECH FEM1B FEZ2 FGFR2 FHL1 FIBP FKBP5 FLI1 FLNB FLOT1 FLOT2 FLT3 FMR1 FNDC3A FUT4 FYN GADD45A GALNT1 GALNT3 GALNT7 GATB GCOM1 GCSH GDE1 GEMIN2 GGH GK GLCE GLMN GLO1 GLOD4 GLRX GLRX3 GLS GLUL GMFB GNAI3 GNAL GNB1 GNL3L GNPAT GNS GOLGA4 GOLPH3 GOSR2 GPATCH2L GPBP1L1 GPD1L GPR107 GPR183 GPX7 GRHPR GRK3 GRPEL1 GSPT1 GSPT2 GSTM4 GTF2A2 GTF2H5 GTF3A GYG1 H2AC6 H2AZ2 H4C8 HADH HARS1 HAUS3 HECTD3 HGSNAT HIBCH HIC2 HIP1 HIPK3 HMG20A HMG20B HMGCR HMGCS1 HNRNPDL HS3ST1 HS3ST3B1 HSBP1 HSDL2 HSF2 HSPA13 HSPA4 HSPA5 HSPD1 HSPH1 HUS1 IARS1 IBTK ICE2 IDI1 IDI2-AS1 IFRD1 IFT52 IFT74 IGFBP7 IGHM IKBKB IL13RA1 IL18RAP IL27RA IL4R IL6R INPP4A INSIG1 INTS1 INTS15 INTS6 INTS7 IPO5 IPO7 IQCE IQGAP1 IQSEC1 IRF2 ISCA1 ISG20 ITGA4 ITGAV ITGB3BP ITPR2 JAK2 JPT2 KARS1 KCNA5 KCNAB1 KCTD12 KCTD20 KDELR2 KDM3B KDM4A KDM6A KIF1A KIN KLHDC10 KLHDC2 KMO KMT2A KPNA1 KPNA2 KPNA5 KRBOX4 KRCC1 KRT10 KTN1 KYAT3 LAMC1 LAMP2 LAMP5 LAPTM4B LARP4B LCP2 LDLRAD4 LEPROT LHFPL2 LILRB2 LIMS1 LIN37 LMF1 LONP2 LPCAT3 LPGAT1 LRBA LRCH3 LRPPRC LRRC40 LRRC8D LRRFIP2 LSM1 LSM3 LSM5 LTN1 LUC7L3 LYRM4 M6PR MACF1 MAD2L1 MAGEH1 MAK16 MALT1 MAN2A2 MANF MAP1LC3B MAP3K5 MAP3K7 MAP4K5 MAP7D3 MAPK1 MAPK14 MAPKAPK3 MARCHF6 MARCHF7 MARS1 MAT2A MATR3 MBD1 MBD4 MBNL1 MBNL2 MCC MCM3AP-AS1 MCM4 MCUB MDFIC MDN1 MEAF6 MED28 MED31 MED7 MEF2A MEF2C METAP1 MFN1 MGAT4A MGAT5 MGMT MIA3 MICB MICU2 MIOS MIR22HG MLEC MLX MMRN1 MOAP1 MON2 MOXD1 MPP1 MPRIP MPV17 MRFAP1L1 MRPL3 MRPL33 MRPL48 MRPS15 MRPS16 MRPS17 MRPS18B MRS2 MSH3 MSL2 MSMO1 MSRA MTDH MTERF3 MTF2 MTHFD2 MTM1 MTMR1 MTR MTRR MTX2 MYCBP MZB1 N4BP1 N4BP2L2 NADK NAE1 NAGA NAPA NBN NCBP2 NCBP3 NCF4 NCK2 NCOA6 NDST2 NECAP1 NEK9 NFAT5 NFU1 NFX1 NFYB NFYC NIPA2 NIPBL NKAPD1 NME8 NOC3L NOD1 NOL8 NOL9 NOP56 NOTCH4 NPEPPS NPIPB3 NPM1 NR3C1 NR4A2 NR4A3 NRP1 NSDHL NSL1 NT5C2 NUBP1 NUDT15 NUDT3 NUMA1 NUP160 NUP210 NUP98 OAS1 OAT OBSL1 OCRL ODC1 OPA1 OPN3 OSBPL8 OSBPL9 OSTF1 OTUD4 OTULINL OXCT1 OXR1 OXSR1 P2RY14 P3H2 P4HA1 PAFAH1B1 PAFAH2 PAIP1 PAIP2B PAK2 PALM2AKAP2 PAPOLA PARP2 PARVB PAXIP1 PBX3 PBXIP1 PCM1 PCMT1 PDCD10 PDCD2 PDCL3 PDE12 PDE4DIP PDF PDHB PDIA5 PDIA6 PEPD PEX13 PFKFB2 PGAP2 PGM1 PHKB PHTF1 PI4KA PIK3CA PIP4K2A PITPNA PJA2 PKP4 PLAAT3 PLCL2 PLEKHB2 PLIN3 PLK4 PLVAP PLXNC1 PMP22 PNISR PNOC POLM POLR2M POLR3C POP4 POP5 POT1 POU4F1 PPIG PPP1CC PPP1R10 PPP1R11 PPP1R12A PPP1R16B PPP2CB PPP2R3C PPP2R5C PPP2R5D PPP2R5E PPP3CA PPP3CB PPP3CC PPP3R1 PPP6C PQBP1 PRDM10 PRDM2 PRDX4 PRDX6 PRELID3B PRKACB PRKAG2 PRKCA PRKCD PRKCI PRKDC PRNP PRPF38B PRPF4 PRPF6 PRPF8 PSEN1 PSMA1 PSMA2 PSMB6 PSMB8 PSMD14 PSMD2 PSMD4 PSMG1 PTBP2 PTBP3 PTEN PTGER4 PTP4A1 PTP4A3 PTPN11 PTPN22 PUM1 PUM2 PWP1 PYGB PYROXD1 QKI R3HCC1 R3HDM1 RAB33B RAB38 RAB3GAP2 RAB40B RAB5A RAB6B RAB7A RABGAP1L RABGGTB RABL3 RAD17 RAD51AP1 RALBP1 RALGAPA1 RANBP1 RAP2C RAPGEF2 RASA1 RBBP6 RBCK1 RBL2 RBM10 RBM15B RBM28 RBM41 RBM8A RBMS1 RCAN1 RCN2 RCOR1 RCOR3 RDH11 RDH14 REST RET RETREG2 REXO2 RFK RFWD3 RGS1 RGS10 RGS2 RGS7 RHOQ RHOT1 RIMS3 RIOX1 RIOX2 RIPOR2 RIT1 RITA1 RMDN1 RMDN3 RMND5B RNF11 RNF13 RNF130 RNF139 RNF14 RNF8 RO60 ROCK1 RPA2 RPA3 RPAP3 RPE RPF1 RPL13 RPP38 RPS6KA2 RPS6KA3 RPS6KA4 RRBP1 RRN3 RRP1B RSAD1 RSL1D1 RSRP1 RUBCN RUFY3 RUVBL2 RWDD2B RXRB RYR3 S100A10 S100PBP SAC3D1 SACS SAE1 SC5D SCD SCN9A SCP2 SCUBE3 SCYL2 SCYL3 SDHAF3 SEC22B SEC23B SEC24A SEC31A SEC62 SECISBP2L SEL1L SEL1L3 SENP3 SENP6 SEPTIN11 SERINC3 SERINC4 SERP1 SESN1 SETD6 SETX SFSWAP SH3BGR SH3BGRL SH3BP4 SH3GLB1 SHMT2 SHQ1 SIDT1 SIDT2 SIK1 SKIC3 SLC11A2 SLC15A2 SLC16A7 SLC18A2 SLC1A4 SLC24A1 SLC25A32 SLC25A46 SLC30A9 SLC33A1 SLC35A2 SLC35A3 SLC35D1 SLC38A1 SLC39A6 SLC43A3 SLC4A3 SLC4A7 SLC5A3 SLC7A1 SLC7A6 SLC9A6 SLF2 SMAD3 SMAP1 SMARCA5 SMARCAL1 SMARCC1 SMG1 SMIM7 SMIM8 SMURF2 SMYD2 SNAP23 SNAPC3 SNAPC5 SNCA SNRNP200 SNX13 SOD2 SOS2 SP110 SP4 SPAG9 SPAST SPCS2 SPG7 SPIN2A SPIN2B SPOP SPOUT1 SPTBN1 SRPK2 SRPRB SRSF6 SSX4 SSX4B ST13 ST3GAL1 ST3GAL6 ST6GALNAC4 STAM2 STAMBP STAT6 STIM1 STK26 STN1 STX18 STX6 SUGP1 SUMO1 SUN1 SUPT20H SUPT3H SUZ12 SYK SYNE2 TACC1 TAF12 TAF1B TAF4 TANK TASOR TAX1BP3 TBC1D1 TBC1D4 TBC1D5 TBCC TBCCD1 TBL2 TBPL1 TCF3 TCF4 TCL1A TCP1 TDG TDP1 TDRD3 TERF2IP TEX10 TFCP2 THAP1 THBD THOC2 THOC7 THUMPD1 TIA1 TIMELESS TIMM17A TLR6 TLR7 TM2D1 TMBIM6 TMCO1 TMCO6 TMED10 TMED5 TMED7 TMEM131 TMEM14A TMEM184C TMEM185B TMEM33 TMEM38B TMEM39A TMEM50A TMEM59 TMEM70 TMPO TMUB2 TMX4 TNPO1 TOB2 TOP3A TOPBP1 TOR1A TOR1B TPD52 TPM4 TPRKB TRAK1 TRAM1 TRAM2 TRAPPC10 TRAPPC8 TRDMT1 TRIM14 TRIM27 TRIM33 TRIM38 TRIP11 TRMT61B TRPS1 TRPV1 TSC1 TSC22D1 TSC22D3 TSNAX TSPAN31 TSR1 TTC13 TTC3 TTF1 TUBB TUBB3 TUBB4B TUBGCP4 TWF1 TXNDC5 U2AF2 U2SURP UBA2 UBA3 UBAP1 UBAP2L UBE2B UBE2D3 UBE2E3 UBE2J1 UBE2L3 UBE3A UBE4A UBE4B UBFD1 UBL3 UBR2 UBR5 UBR7 UBTF UCHL3 UCP2 UEVLD UPF2 UPF3A UQCR10 UQCRB URI1 USP1 USP15 USP4 USP6 USP9X UTP11 UTP25 VAMP1 VCL VPS11 VPS26C VPS41 VPS45 VSNL1 WAC WAPL WASF1 WASHC2A WASHC2C WASHC3 WASHC4 WBP11 WBP1L WBP4 WDR1 WDR3 WDR37 WDR47 WDR59 WDR70 WIPF2 WIPI1 WSB1 WSB2 XPO1 XRCC4 XRCC5 YAF2 YJU2 YKT6 YWHAE YWHAQ ZBTB10 ZBTB18 ZBTB25 ZBTB33 ZC3H14 ZC3H15 ZCCHC24 ZFP36L2 ZFTA ZMYM2 ZMYM4 ZMYND11 ZMYND8 ZNF106 ZNF117 ZNF124 ZNF131 ZNF148 ZNF195 ZNF202 ZNF207 ZNF224 ZNF226 ZNF277 ZNF329 ZNF337 ZNF354A ZNF544 ZNF609 ZNF7 ZNF713 ZNF814 ZNF83 ZNHIT6 OCONNOR_PBMC_MENVEO_ACWYVAX_AGE_30_70YO_7DY_AFTER_SECOND_DOSE_VS_7DY_AFTER_FIRST_DOSE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OCONNOR_PBMC_MENVEO_ACWYVAX_AGE_30_70YO_7DY_AFTER_SECOND_DOSE_VS_7DY_AFTER_FIRST_DOSE_DN ABHD5 ABITRAM ABLIM1 AFF3 AGAP6 AHCTF1 ALDH1A1 ALDH2 ALG13 ANAPC16 ANXA7 ARF4 ARID2 ATG4C ATMIN ATOSA ATP1B3 AXIN2 BANK1 BID CA2 CAMK2G CASP8 CCDC50 CCT4 CD8A CD96 CDC14A CDC5L CDK2AP1 CDKN1B CEP95 CHMP2B CIAO1 CIPC CLPX COPB1 CPQ CRTAP CTSC CXCR6 DEGS1 DIMT1 DPYD DSE ELMO2 ELOVL5 ETFRF1 EVI2B EXOC1 FAM117B FAM120A FAM149B1 FBXO21 FBXO7 FCRL3 FCRLA FOXN3 FPR2 GBP1 GGPS1 GMPS GPR160 GSPT2 HERPUD1 HLA-DPB1 HNRNPF HPRT1 HSD17B11 HSPH1 IDE IFIH1 IKZF3 IKZF5 INPP4A IREB2 ITM2B JAK1 JKAMP JMJD1C KCTD6 KHDC4 KHDRBS1 KLF4 KPNB1 KYAT3 LAMP2 LILRB2 LIPA LIPT1 LMBRD1 LRRC37B MAF MAN2B2 MAP7 MARCKS MAT2B MAU2 MAX MCL1 MFSD14B MFSD6 MLKL MORC3 MPPE1 MPZL1 MRI1 MRPS30 MTR MXI1 NBPF11 NCOA1 NFAT5 NFE2L2 NIP7 NNT NPTN NRBF2 NUDT9 OGFRL1 OSBPL10 OSBPL9 PACC1 PAG1 PGRMC2 PHOSPHO2 PIGB PIP4P2 PKIA PLEKHB2 PPM1A PPM1D PPP2R2D PPT1 PRDM8 PRKCH PROSER1 PRPS2 PSIP1 PSMC4 PTEN PTGDR PTGER4 PUM1 PXYLP1 RAB1A RAB5A RBBP4 RBBP5 RBM12 RBM47 RBMS1 RCBTB2 RELCH RELL1 RESF1 RIN2 RIPK2 RNF13 RSBN1L RSPH3 RUNDC1 S100PBP SCAF11 SCAF8 SDHD SEC22C SEC24B SERPINE2 SGK1 SH2B3 SLC15A4 SLC25A43 SLC35E3 SLC40A1 SMARCA5 SNAP23 SOCS2 SP100 SPPL2A SRP14 SRP54 SSBP2 ST6GAL1 STK26 SWAP70 SYPL1 TAF2 TARP TCHP TCP1 TENT2 TGFBR2 THEMIS TIA1 TLR2 TLR6 TMEM192 TMEM248 TMEM69 TOPBP1 TPK1 TRAK1 TRAPPC11 TRGV3 TRIM23 TRIM24 TRIM33 TRMT1L TRNAU1AP TSC22D3 TSEN15 TSNAX TSPYL1 TTYH2 UBE2E3 UBE2G1 UBTD2 UBXN4 USP24 USP48 VKORC1L1 VPS35 WAC WDR20 WIPF1 WWP2 YBX1P2 YIPF4 ZC3H14 ZCCHC9 ZFP3 ZFP36L2 ZMIZ1 ZNF207 ZNF23 ZNF274 ZNF407-AS1 ZNF567 ZNF586 ZNF621 ZNF654 ZNF700 OCONNOR_PBMC_MENVEO_ACWYVAX_AGE_30_70YO_7DY_AFTER_SECOND_DOSE_VS_7DY_AFTER_FIRST_DOSE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OCONNOR_PBMC_MENVEO_ACWYVAX_AGE_30_70YO_7DY_AFTER_SECOND_DOSE_VS_7DY_AFTER_FIRST_DOSE_UP ACAP1 ACIN1 AHCYL1 AIF1 AKAP8L ANKRD13D APOBEC3C APOBEC3D APOL1 ARL6IP4 ATP2B4 ATP5MF BATF BRD3 BRMS1 C7orf50 CARS1 CBX5 CCDC12 CCDC167 CD3E CEBPE CHD4 CLASRP COL6A2 CORO7 CPNE5 CPSF2 CROCC CSNK2A3 CUX1 CYP4F12 DAXX DIAPH1 DIS3L2 DYNC1H1 EIF3B ERC1 ERGIC3 FKBP2 FLNA FOXP1 GMEB1 GTF2F1 HAPLN3 HDAC7 HMGA1 HNMT HOMER3 HPS5 HSP90AB1 HUWE1 HYMAI ILRUN ITGA2B KANSL1 KAT6B KDM2A KPNA6 LETM1 LNPK LONP2 LPCAT4 LSM7 MAP4 MARCHF6 MED15 MED24 MICOS13 MRPL41 MRPS16 MYL6 MYO1G MZT2A NAA38 NFKB2 NOSIP NRBP1 NUDT22 OGDH PA2G4 PCNX2 PCNX3 PET100 PHKA2 PKN1 PLEC POLR1B POLR3A PPM1B PPP1R10 PPP2R1A PROK1 PSMC3 RALGPS2 RDM1 ROMO1 RPL13 RPRD2 RRP7A RTN4 SAMD4B SASH3 SIN3B SIVA1 SLC38A7 SND1 SNTB2 SPOP SPTBN1 STIP1 STUB1 SUPT5H SUPT6H SURF2 SYNJ2BP TAFAZZIN TBC1D17 TCEAL9 TFF3 TIMM17B TM9SF2 TMEM219 TMEM250 TMEM256 TNPO3 TRAPPC10 TRIM4 TRIR TTC17 TUBGCP2 TYMP UBE2D2 UBE2Z UBL5 UGGT1 USF2 USP21 VPS13C WASF2 WHAMM YAF2 ZC3H11C ZC3H12A-DT ZNF512B ZNF768 OSMAN_BLOOD_CHAD63_KH_AGE_18_50YO_HIGH_DOSE_SUBJECTS_24HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OSMAN_BLOOD_CHAD63_KH_AGE_18_50YO_HIGH_DOSE_SUBJECTS_24HR_DN A2M-AS1 AAK1 AASDH ABAT ABCA10 ABCA17P ABCA3 ABCA5 ABCA6 ABCB1 ABCC5 ABCD2 ABCG1 ABHD17C ABI2 ABLIM1 ACACB ACAD11 ACAD8 ACADSB ACBD6 ACP6 ACVR2A ACVR2B ACYP1 ADAM19 ADAM1A ADAM22 ADAM23 ADAMTS1 ADAMTS10 ADAMTS5 ADAT2 ADCY9 ADD3 ADGRA3 ADGRD1 ADGRE3 ADGRE4P ADGRG1 ADHFE1 ADK ADNP ADSS1 AEBP2 AGAP1 AGAP12P AGFG2 AGL AGO1 AGO2 AGO3 AGTPBP1 AHCTF1 AHI1 AJAP1 AK3 AK5 AKAP11 AKR1B1 AKT3 AKTIP ALDH6A1 ALDH7A1 ALG10 ALG13 ALG1L13P ALG6 ALMS1-IT1 ALOX12B ALOX12P2 ALS2 AMDHD1 AMIGO1 AMOT AMPD3 AMY2B ANAPC1 ANGPT1 ANKAR ANKEF1 ANKLE2 ANKRD18A ANKRD20A5P ANKRD26 ANKRD26P4 ANKRD28 ANKRD31 ANKRD36 ANKRD36B ANKRD36C ANKRD46 ANKRD55 ANKRD6 ANKS6 ANKZF1 ANO10 ANTXRLP1 AP3M2 APBA2 APBB1 APCDD1 APMAP APPL2 ARGLU1 ARHGAP10 ARHGAP12 ARHGAP15 ARHGAP35 ARHGEF7 ARHGEF9 ARID2 ARL10 ARL14EP ARL3 ARL4C ARL5A ARL6 ARMC2 ARMCX4 ARMCX5 ARSG ARSK ASAH2B ASB1 ASF1A ASF1B ASPH ASTE1 ATE1 ATF7IP ATF7IP2 ATG16L1 ATG2B ATG9B ATL2 ATM ATOSA ATP2B4 ATP5IF1 ATP6V0A2 ATP6V0E2-AS1 ATP8A1 ATP8A2 ATP8B2 ATPSCKMT ATXN1 AUH AUTS2 AXIN1 B3GALT2 B3GLCT B3GNT2 B4GALT6 BAAT BACH2 BAG2 BBS1 BBS10 BBS2 BBS4 BBS9 BCKDHB BCL11B BCL2 BCR BDH2 BDNF-AS BEND7 BFSP1 BHLHE40-AS1 BICD1 BIN1 BIVM BLM BMS1P4 BNC2 BOK-AS1 BORCS5 BRD1 BRI3BP BRICD5 BRME1 BRPF3 BRWD1 BTBD7 BTBD8 BTG1 C12orf42 C12orf57 C14orf132 C14orf28 C16orf74 C18orf54 C1QTNF3 C1orf21 C1orf35 C22orf39 C3orf33 C5orf34 C5orf63 C6orf163 C7orf25 CA4 CA5B CABIN1 CACHD1 CALCB CALM1 CAMK2G CAMK4 CAMSAP1 CAMTA1 CAPN14 CAPN7 CARF CASD1 CASK CASP2 CASS4 CATSPERB CBLB CBR4 CBX1 CBX7 CBX8 CBY1 CCDC102A CCDC102B CCDC125 CCDC136 CCDC14 CCDC141 CCDC152 CCDC153 CCDC171 CCDC191 CCDC57 CCDC65 CCDC7 CCDC89 CCDC92 CCL5 CCN3 CCNB1IP1 CCNJL CCSER2 CD160 CD1C CD1E CD2 CD200R1 CD244 CD247 CD27 CD28 CD3E CD3G CD40LG CD44 CD6 CD8B CD96 CD99 CDC14A CDC42BPG CDH2 CDH26 CDHR3 CDIN1 CDK5R1 CDKN2B CDNF CDON CDR2 CDRT4 CEACAM19 CENPC CENPV CEP120 CEP126 CEP170 CEP170P1 CEP250 CEP290 CEP43 CEP44 CEP57 CEP68 CEP70 CEP78 CEP83 CEP85L CEP95 CERK CERS4 CFAP36 CFAP44 CFAP70 CFAP97 CFL2 CHCHD6 CHD1L CHD3 CHD6 CHIC1 CHMP7 CILK1 CILP CLDN12 CLEC2D CLYBL CMC1 CMSS1 CMTM4 CNIH1 CNKSR2 CNNM3 CNOT6 CNPY4 CNTNAP3 CNTNAP3B COG6 COL13A1 COL5A2 COL6A2 COL9A3 COLEC12 COLGALT2 COPS8 COQ10A COQ8A COX10-DT COX11 COX19 CPAMD8 CPNE2 CPSF6 CR1 CREB3L4 CREBZF CRIM1 CROCCP3 CROT CRTAM CRY1 CRYGS CRYZL1 CSGALNACT1 CST7 CTBP1-DT CTNNBIP1 CTPS2 CTSF CUBN CUTC CXCL1 CXCL6 CXCL8 CXCR6 CYBRD1 CYCSP32 CYCSP34 CYFIP2 CYP27A1 CYP2D8P CYP4F12 CYREN CYTH3 DAAM1 DACH1 DANCR DAPK2 DBF4 DBP DCAF17 DCHS1 DCP1B DCUN1D2 DDHD2 DDIT4 DDX12P DDX20 DDX31 DDX42 DEF6 DEF8 DENND11 DENND2D DENND4C DEPDC7 DEPTOR DGKA DGKD DGKE DGKG DHRS3 DHRS7 DIP2A DIPK1A DIS3L DIXDC1 DKK3 DLEC1 DLEU2L DLG1 DLG2 DLGAP1-AS1 DLGAP1-AS2 DMAC1 DMAP1 DMKN DNAH6 DNAJC19 DNAJC21 DNAJC24 DNAJC3-DT DNAJC9 DNM1P47 DNMBP DOCK3 DOK4 DPEP2 DPEP3 DPH5 DPH6 DPH7 DPP4 DPY19L2 DPY19L2P1 DPY19L2P2 DPY19L2P4 DPY19L3 DPY19L4 DSC1 DSEL DSTN DSTYK DTD1 DTHD1 DUS2 DYNC2H1 DYNLT2 DYRK2 DZANK1 DZIP3 EDAR EEF2K EEIG1 EEPD1 EFCAB5 EFCAB7 EFHC1 EFHC2 EHBP1 EIF3EP1 EIF3F EIF3J-DT EIF3L EIF4B EIF4BP6 ELAPOR2 ELOVL4 ELP1 ELP2 EML5 ENDOV ENO2 ENOSF1 ENPP4 ENPP5 EOMES EPB41L4A-AS1 EPHA4 EPHX2 EPM2AIP1 EPN2 ERBB2 ERCC6 ERCC6L2-AS1 ERMARD ERMN ERMP1 ERN1 ERP27 ESPNL ESYT2 ETS1 EXD2 EXOSC2 EXOSC7 EXOSC8 EXTL2 EZH1 FABP7P1 FAF1 FAHD2A FALEC FAM107B FAM110C FAM153A FAM161A FAM162A FAM168B FAM169A FAM171B FAM184A FAM185A FAM216A FAM217B FAM218A FAM219B FAM3D FAM43A FAM66B FAM66C FAM98B FAN1 FANCD2 FANCG FAT4 FAUP1 FBXL13 FBXL17 FBXL20 FBXL4 FBXO25 FBXO3 FBXO32 FBXO47 FBXW2 FCGBP FCHO1 FCMR FEZ1 FGF7 FGF9 FGFBP2 FGFBP3 FGGY FIGNL1 FILIP1L FITM2 FKBP14 FKTN FLNB FMC1-LUC7L2 FNBP1P1 FOCAD FOXO1 FOXP1 FRA10AC1 FRMPD3 FSBP FTX FUT8 FYN FZD3 GAB3 GABPB1-AS1 GALNT12 GALNT14 GALNT7 GAN GAS5 GATA3 GCFC2 GCHFR GCNT4 GDF11 GEMIN8 GFI1 GGT8P GINS4 GJB6 GK5 GKN2 GLCCI1 GLIS3 GLMN GLS2 GMCL1 GNG2 GNPDA2 GOLGA2P5 GOLGA6L9 GOLGA7B GOLGA8A GOLGA8B GOLGA8O GOLGA8Q GOLGA8R GOLGA8S GPA33 GPALPP1 GPAM GPATCH11 GPCPD1 GPD1L GPR174 GPR183 GPR27 GPR34 GPRASP1 GPRASP2 GPRASP3 GPRIN3 GRAMD1C GRAMD2B GRAP GRIK3 GRPEL2 GSTA4 GSTM2 GTDC1 GTF2IRD2B GTPBP8 GUF1 GUSBP9 GZMA GZMK H1-10-AS1 H1-2 H1-3 H2AZ2 H4C5 HABP4 HACD2 HACD3 HACE1 HADH HAGHL HAVCR1 HCG18 HDAC2 HEATR5A HELLS HENMT1 HGSNAT HIBCH HIP1R HLCS HLF HLTF HMCES HMOX2 HNRNPA1P5 HNRNPCP1 HNRNPDL HNRNPH1 HNRNPU HOOK1 HOPX HOXB-AS3 HPCAL4 HPGD HS2ST1 HS3ST3B1 HSF2 HSPBAP1 HSPD1P11 HTRA1 ICA1L ICE2 ICOS ID2 IDS IER5L IFFO2 IFNG-AS1 IFT172 IFT27 IFT57 IFT80 IFT88 IGHV1OR15-1 IGHVII-28-1 IGIP IGLV3-9 IKZF2 IKZF5 IL16 IL1RL1 IL23A IL32 IL7R IL9R IMMP2L IMP3 IMPA2 IMPDH2 IMPG2 ING2 INPP4A INPP4B INPP5A INPP5B INSC INTS2 IPO11 IPP IQCC IQCH-AS1 IRAG1 IRAG1-AS1 IRGM IRS2 ISM1 ITGA6 ITGB4 ITK ITM2A ITPKB IVD IVNS1ABP JADE1 JAKMIP2 JMY JUN KAT14 KAT6B KATNAL1 KAZN KBTBD11 KBTBD6 KCNJ5-AS1 KCNQ5 KCTD7 KDM3A KDM5B KHK KIAA0319 KIAA0586 KIAA0753 KIF21A KIF22 KIF27 KIF2A KIF3A KIF5C KIFAP3 KIT KIZ KLF12 KLF3 KLF7-IT1 KLF8 KLF8P1 KLHDC1 KLHDC2 KLHL13 KLHL22 KLHL3 KLHL31 KLHL32 KLHL36 KLHL42 KLHL7 KLRA1P KLRB1 KLRC1 KLRC2 KLRC3 KLRC4-KLRK1 KLRD1 KLRF1 KLRG1 KLRK1 KMT5B KPNA1 KRT18P37 KRT36 KRT72 KRT73 KRT8P33 KRT8P34 KRT8P42 LAMA2 LANCL1 LARP4P LAX1 LCK LCN12 LDHB LDLRAD4 LDLRAP1 LEF1 LEF1-AS1 LEKR1 LEP LGR6 LIAS LIMA1 LINC00205 LINC00243 LINC00299 LINC00342 LINC00402 LINC00426 LINC00469 LINC00662 LINC00671 LINC00680 LINC00683 LINC00861 LINC00920 LINC00987 LINC01550 LINC01619 LINC02210 LINC02910 LIPT2 LIX1L LLGL2 LMLN LMO7 LONP2 LPCAT1 LRBA LRCH1 LRIG1 LRP1B LRP2BP LRP6 LRRC7 LRRN3 LSM11 LTK LUC7L LUC7L3 LY9 LYPLAL1 LYRM7 LYVE1 LZTFL1 LZTS2 MACF1 MAGEE1 MAGEF1 MAGEH1 MAL MANSC1 MAP3K2 MAP3K4 MAP9 MAPK13 MAPK8 MAST4 MATCAP2 MATK MBIP MBLAC2 MBNL2 MBTD1 MCEE MCM3AP-AS1 MCM6 MCM8 ME1 MED28P1 MEGF6 METAP1 METTL24 MEX3C MFGE8 MFSD4B MGAT4A MGAT5 MIAT MICU3 MID2 MIEF2 MINAR1 MINDY2 MIR146A MIR17HG MIR181A2HG MIR202 MIR4473 MIR4637 MIR4720 MIR4779 MIR491 MIR598 MIX23P5 MKRN2 MLH3 MLLT3 MME MMP23B MMP9 MMS22L MNAT1 MOAP1 MORN3 MORN4 MOSMO MPHOSPH9 MPPE1 MPRIP MPZL3 MRE11 MRI1 MRPL46 MRPS31 MRPS6 MRS2 MRTFB MSANTD2 MSH2 MSH3 MSI2 MST1P2 MTA3 MTAP MTBP MTERF2 MTERF4 MTMR2 MTRFR MTUS2 MTX3 MYB MYBL1 MYC MYO16-AS1 MYO5A MYO9A MZT2A N4BP2 N4BP3 N6AMT1 NAA16 NAA30 NAA35 NADK2 NAE1 NAF1 NAP1L1 NAP1L2 NAP1L3 NAPEPLD NARS2 NBEA NBPF1 NBPF15 NBPF3 NCALD NCR1 NCR3LG1 NDRG2 NDRG3 NDUFAF6 NDUFAF7 NECAB2 NEK11 NEK6 NELL2 NEMP1 NEMP2 NEO1 NEXMIF NFATC2 NHERF4 NIPA1 NIPSNAP3B NISCH NKTR NLRC3 NLRP12 NME6 NMT2 NMUR1 NOG NOP53 NPAS2 NPAT NPHP3 NPM1P9 NPRL2 NR1D2 NR2C1 NR3C2 NRCAM NRXN1 NSG1 NSUN5P1 NSUN5P2 NSUN7 NT5DC1 NUBPL NUCB2 NUCKS1 NUDT13 NUDT3 NUDT6 NUMA1 OCIAD2 OCM ODF2L OFD1 OGT OR10J2P OR2A9P OR2L5 OR9A3P ORMDL1 OSBPL3 OSGEPL1 OSGEPL1-AS1 OSTCP8 OTUD3 OVGP1 OXCT1 OXNAD1 P3H4 PA2G4P4 PABPC1 PABPC4 PACS1 PADI4 PAFAH2 PAIP2B PANK1 PANX2 PARD6A PARD6B PARP16 PARP2 PASK PATJ PAXBP1 PCBP4 PCED1B PCID2 PCM1 PCMTD2 PCNX1 PCNX2 PCNX4 PCYOX1 PDE3B PDE4D PDE4DIP PDE7A PDGFD PDP2 PDZD8 PEBP1 PECR PEG10 PEX1 PEX5 PGAP2 PGM2 PGM2L1 PGM3 PGPEP1 PHACTR1 PHF10 PHF14 PHF24 PHLDA1 PHLDB2 PHOSPHO2 PIAS2 PIBF1 PIGK PIGL PIGP PIK3IP1 PIK3R1 PIRAT1 PITPNC1 PKIA PKIB PLAG1 PLAU PLB1 PLCB1 PLCD1 PLCH2 PLCL1 PLCXD2 PLD1 PLEKHA1 PLEKHA5 PLEKHB1 PLEKHF1 PLEKHM3 PLXND1 PM20D2 PMFBP1 PMS1 PNMA1 PODXL2 POGLUT2P1 POLG2 POLH POLR1E POLR1HASP POLR3B POMT1 PON2 POU6F1 PPARA PPARGC1A PPIAL4A PPIAL4D PPIAL4G PPIAP30 PPIP5K1 PPM1H PPP1R12B PPP1R13B PPP2R2B PPP3CA PPP3CC PPP4R4 PPWD1 PREPL PRKAB2 PRKACB PRKCA PRKCH PRKCQ PRKCQ-AS1 PRKCZ PRKDC PRKG2 PRKN PRMT7 PRMT9 PROCR PROK2 PROX2 PRPF38B PRPF39 PRPSAP1 PRSS23 PRSS30P PSIP1 PSMG3-AS1 PTBP2 PTCH1 PTDSS2 PTGDR PTGFRN PTGR3 PTPDC1 PTPN22 PTPN4 PTS PURA PXK PXYLP1 PYHIN1 PYROXD2 RAB33A RAB39B RAB40B RAD1 RAD23BP1 RAD51-AS1 RAD54B RADX RALA RALGAPA1 RANBP2 RANP8 RAP1GDS1 RAPGEF6 RARS2 RASA2 RASA3 RASGRF2 RASGRP1 RASSF1 RBBP4P1 RBFADN RBFOX2 RBKS RBL2 RBM26 RBM28 RCAN3 RCN2 RCOR3 RDH16 RECK REPS1 REST RETREG1 REV1 REV3L RFC4 RFLNB RFX3 RFX7 RFXAP RGPD3 RGPD5 RGPD6 RGPD8 RGS14 RHOT1P1 RIC3 RIC8B RLN1 RLN2 RN7SKP110 RN7SKP198 RN7SKP97 RNF103 RNF125 RNF141 RNF157 RNF157-AS1 RNF216 RNF216P1 RNF43 RNGTT RNU1-109P RNU1-16P RNU1-22P RNU4ATAC16P RNU6-1 RNU6-1005P RNU6-1240P RNU6-1284P RNU6-1305P RNU6-202P RNU6-414P RNU6-759P RNU6-820P RNU6-821P RNU6-838P RNU6-878P RNU7-113P RNU7-130P RNU7-90P RNVU1-15 RO60 RORA RP9 RPAIN RPAP2 RPGRIP1 RPGRIP1L RPH3A RPL13 RPL13A RPL13AP20 RPL13AP25 RPL13AP5 RPL14 RPL23A RPL23AP53 RPL3 RPL34-DT RPL35AP19 RPL35AP26 RPL37 RPL3P4 RPL4 RPL4P1 RPL5 RPRD2 RPS20 RPS3 RPS3AP34 RPS6 RPS6KA3 RRAS2 RRH RRM1 RRM2P3 RRN3P1 RRP8 RSBN1 RTL10 RTL6 RTTN RUBCNL RUFY2 RUNX2 RWDD2A RWDD3 RYK S100A2 S100PBP S1PR1 S1PR4 S1PR5 SACS SAMD10 SAMD12 SAMD13 SAMD3 SATB1 SBDSP1 SBNO1 SCAI SCAND2P SCARNA11 SCARNA17 SCARNA6 SCRN2 SDC2 SDHAP3 SDR42E1 SEC22C SEC61A2 SEC63 SEL1L3 SEMA4C SEMA4F SEPTIN7P2 SERF1A SERF1B SERGEF SERINC5 SERTAD2 SESN1 SETD6 SETP16 SETP20 SFI1 SFMBT1 SFT2D3 SFXN1 SFXN5 SGK1 SGSM2 SH2D1A SH3BP5 SH3RF3 SH3YL1 SHF SHPRH SIAH1 SIM1 SIRPG SKAP1 SKI SKP2 SLAIN1 SLAMF6 SLC12A2 SLC16A1 SLC16A10 SLC16A14 SLC16A7 SLC19A2 SLC25A29 SLC25A36 SLC25A40 SLC25A53 SLC26A11 SLC35B4 SLC35D1 SLC35E2B SLC35G1 SLC38A1 SLC39A10 SLC41A1 SLC49A4 SLC4A10 SLC4A4 SLC4A7 SLC5A3 SLC7A6 SLC9B2 SLCO4C1 SMARCA2 SMIM8 SMKR1 SMURF2 SMYD3 SMYD4 SNCG SNHG1 SNHG10 SNHG14 SNHG6 SNORA17B SNORA31 SNORD108 SNORD109A SNORD116-21 SNORD11B SNORD64 SNORD91B SNRNP48 SNRPFP1 SNRPN SNTB2 SNURF SNX18 SNX25 SNX9 SOCS5 SOX4 SPAG16 SPATA41 SPATA5 SPATA6L SPATA7 SPEF2 SPG7 SPICE1 SPIN1 SPINT1 SPOCK1 SPOCK2 SPON1 SPP1 SPRED1 SPTAN1 SPTBN1 SPTSSB SREK1 SRGAP3 SRPK2 SRSF11 SSBP2 SSH1 ST18 ST6GALNAC6 ST8SIA1 STAG1 STAG3L1 STAG3L2 STAG3L3 STARD13 STARD9 STAT4 STAU2 STK39 STMN3 STRBP STXBP1 STXBP4 STXBP5 STXBP5-AS1 SUGCT SUGP2 SUGT1P3 SULT1A2 SULT1B1 SUN1 SUN2 SUPT3H SWINGN SYCP2 SYDE2 SYNE1 SYTL1 SYTL2 TACC3 TADA2B TANC2 TARBP1 TARS3 TAS2R10 TAS2R30 TAS2R40 TASP1 TBC1D10C TBC1D19 TBC1D32 TBC1D4 TBC1D7 TBCD TBL1XR1 TBX21 TC2N TCEA3 TCF19 TCF7 TCFL5 TDP1 TDRD15 TDRD3 TDRKH TEF TENM1 TESMIN TESPA1 TET1 TEX30 TGDS TGFA TGFBR3 TGIF1 TGM3 THADA THBD THEM4 THEMIS THNSL1 THOC1 THOC3 THRA TIAL1 TIGIT TIMD4 TJP3 TKTL1 TLE1 TM6SF1 TM7SF3 TMC2 TMC6 TMC8 TMCO3 TMEM107 TMEM116 TMEM117 TMEM14A TMEM161B TMEM161B-DT TMEM168 TMEM181 TMEM185A TMEM204 TMEM245 TMEM25 TMEM263 TMEM41B TMEM45B TMEM67 TMEM91 TMIGD1 TMIGD2 TMSB15B TMX4 TNNC1 TNPO1P1 TNRC6C TOB1 TOGARAM1 TOM1L2 TOP2B TOX TP53INP1 TP73-AS1 TPD52 TPP2 TPRG1 TRABD2A TRAF1 TRAF3IP3 TRAF5 TRAJ1 TRAJ10 TRAJ12 TRAJ14 TRAJ16 TRAJ17 TRAJ18 TRAJ19 TRAJ20 TRAJ21 TRAJ22 TRAJ23 TRAJ24 TRAJ26 TRAJ27 TRAJ29 TRAJ31 TRAJ33 TRAJ38 TRAJ39 TRAJ4 TRAJ40 TRAJ47 TRAJ48 TRAJ5 TRAJ50 TRAJ51 TRAJ52 TRAJ55 TRAJ56 TRAJ57 TRAJ6 TRAJ8 TRAJ9 TRAT1 TRAV12-1 TRAV12-3 TRAV16 TRAV18 TRAV22 TRAV3 TRAV38-2DV8 TRAV4 TRAV5 TRBV23-1 TRBV5-3 TRBV6-1 TRBV7-1 TRDD3 TRDMT1 TRGJ2 TRGJP TRGJP1 TRGJP2 TRGV10 TRIM16 TRIM32 TRIM37 TRIM52 TRIM59 TRIM60P18 TRIM9 TRIT1 TRMO TRMT13 TRMT61B TRPC1 TRPM6 TSEN2 TSGA10 TSHZ1 TSPAN6 TSPYL2 TSPYL4 TSTD1 TSTD3 TTC12 TTC13 TTC23L TTC28 TTC28-AS1 TTC3 TTC5 TTC8 TTC9 TTLL5 TUBE1 TUBGCP3 TUBGCP4 TUBGCP5 TULP4 TUT4 TXK TXNRD3 TYW5 UAP1 UBA5 UBE2Q2P1 UBE2Q2P2 UBE3D UBR3 UBTF UBXN7 UFSP2 ULK4 UNC119B UNC45B UNG UPB1 UPF3A URGCP URI1 USP12-DT USP13 USP44 USP45 USP47 USP48 USP53 UXS1 VAMP4 VAPB VEZT VIPR1 VN1R82P VNN1 VPS13A VPS26AP1 VPS26B VPS51 VSIG1 VWA8 WDR19 WDR27 WDR3 WDR33 WDR35 WDR54 WDR76 WDR86-AS1 WDR91 WEE1 WNT7A WWOX WWP1 XCR1 XKR6 XKRX XPA XPC XYLT1 YAE1 YAF2 YAP1P1 YES1 YLPM1 YPEL1 ZAP70 ZBED4 ZBTB1 ZBTB10 ZBTB14 ZBTB16 ZBTB20 ZBTB25 ZBTB38 ZBTB4 ZBTB40 ZBTB44 ZBTB5 ZC3H6 ZC3H8 ZCCHC14 ZCCHC18 ZDBF2 ZDHHC20P1 ZEB1 ZFAND1 ZFP14 ZFP2 ZFP28 ZFP30 ZFP62 ZFYVE9 ZHX3 ZKSCAN7 ZMAT1 ZMAT3 ZMYM2 ZMYND11 ZNF10 ZNF101P2 ZNF138 ZNF154 ZNF157 ZNF17 ZNF182 ZNF204P ZNF232 ZNF234 ZNF235 ZNF248 ZNF250 ZNF251 ZNF253 ZNF254 ZNF256 ZNF26 ZNF264 ZNF266 ZNF280D ZNF285 ZNF286A ZNF286B ZNF30 ZNF304 ZNF318 ZNF326 ZNF329 ZNF331 ZNF337 ZNF33B ZNF343 ZNF345 ZNF354B ZNF354C ZNF37BP ZNF382 ZNF398 ZNF416 ZNF420 ZNF425 ZNF426 ZNF43 ZNF433 ZNF439 ZNF44 ZNF443 ZNF445 ZNF449 ZNF461 ZNF483 ZNF484 ZNF497 ZNF502 ZNF506 ZNF507 ZNF510 ZNF514 ZNF519 ZNF527 ZNF528 ZNF529 ZNF530 ZNF540 ZNF544 ZNF546 ZNF548 ZNF549 ZNF550 ZNF551 ZNF554 ZNF558 ZNF559 ZNF561 ZNF566 ZNF567 ZNF568 ZNF569 ZNF570 ZNF571 ZNF573 ZNF577 ZNF584 ZNF585B ZNF589 ZNF599 ZNF600 ZNF605 ZNF607 ZNF608 ZNF615 ZNF616 ZNF623 ZNF630 ZNF649 ZNF660 ZNF662 ZNF671 ZNF681 ZNF69 ZNF699 ZNF7 ZNF71 ZNF718 ZNF721 ZNF737 ZNF746 ZNF767P ZNF780A ZNF780B ZNF781 ZNF786 ZNF789 ZNF792 ZNF793 ZNF799 ZNF805 ZNF815P ZNF823 ZNF827 ZNF829 ZNF831 ZNF835 ZNF839 ZNF84 ZNF846 ZNF85 ZNF850 ZNF852 ZNF862 ZNF875 ZNF891 ZNF90 ZNHIT6 ZNRF3 ZSCAN18 ZSCAN2 ZSCAN30 ZXDC ZYG11B ZZZ3 OSMAN_BLOOD_CHAD63_KH_AGE_18_50YO_HIGH_DOSE_SUBJECTS_24HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OSMAN_BLOOD_CHAD63_KH_AGE_18_50YO_HIGH_DOSE_SUBJECTS_24HR_UP AAMP ABCA1 ABCD1 ABHD16A ABHD3 ABI1 ABTB2 ACER3 ACLY ACO1 ACOD1 ACOT9 ACP2 ACSL1 ACSL3 ACSL4 ACSL5 ACSM1 ACTA2 ACTR1A ACTR3 ADA2 ADAMTSL4 ADAMTSL4-AS1 ADAP2 ADAR ADCY4 ADCY7 ADGRE5 ADM ADPGK ADPGK-AS1 ADPRH ADPRS AFF1 AFF2 AGBL5 AGPAT3 AGPAT5 AGRN AIDA AIF1 AIG1 AIM2 AK4 AKAP13 AKIRIN2 AKR1A1 ALDH1A1 ALDH2 ALPK1 AMBRA1 AMER1 ANKFY1 ANKRD13A ANKRD22 ANKRD36BP1 ANKUB1 ANO5 ANXA10 ANXA2 ANXA2P2 ANXA3 ANXA4 ANXA5 AOAH AOAH-IT1 AP1M2 AP1S2 AP1S3 AP2S1 AP3B1 AP3D1 AP5B1 APH1A APLP1 APOBEC3A APOBEC3B APOBEC3B-AS1 APOBEC3C APOBEC3F APOBEC3G APOBR APOL1 APOL2 APOL3 APOL4 APOL6 ARAP1-AS1 ARAP2 ARCN1 ARF1 ARFIP1 ARHGAP25 ARHGAP26 ARHGAP27 ARHGAP31 ARHGEF10L ARHGEF3 ARID4B ARL11 ARL5B ARL8B ARMCX3-AS1 ARPC1B ARPC3 ARPC4 ARPC5 ARR3 ARRB2 ARSB ARSD ARSL ASCL2 ASGR1 ASGR2 ASPHD2 ASPRV1 ATF3 ATF5 ATF6 ATG16L2 ATG3 ATOSB ATP10D ATP1A4 ATP1B1 ATP1B3 ATP5F1B ATP6V0D1 ATP6V0E1 ATP6V1B2 ATP6V1C2 ATP6V1E1 ATP6V1G1 ATP8A2P2 ATXN7 ATXN7L3 AURKAIP1 AZI2 B2M B4GALT5 BACH1 BACH1-AS1 BACH1-IT2 BAK1 BAK1P1 BATF2 BATF3 BAZ1A BAZ2A BBX BCL10 BCL2L14 BCL3 BECN1 BID BIN2 BIN3 BIRC6-AS1 BLTP1 BLVRA BLZF1 BMAL2 BMPR2 BNIP5 BRCA2 BRD7 BRI3 BRMS1 BROX BST2 BTK BTN2A1 BTN2A2 BTN2A3P BTN3A1 BTN3A2 BTN3A3 C14orf93 C15orf39 C18orf25 C19orf12 C19orf38 C1GALT1 C1GALT1C1 C1QA C1QB C1orf162 C2 C21orf91 C2orf66 C2orf80 C3 C3AR1 C3orf14 C3orf38 C4orf3 C4orf33 C5 C5orf15 C5orf58 C6orf62 C9orf72 CACNA1A CACNA1E CADM4 CALCOCO2 CALHM6 CALM2P2 CALM3 CALR CAMK2D CAPG CAPN2 CAPNS2 CAPZA1 CAPZA2 CARD16 CARD17P CARD6 CARD8 CARS1 CARS2 CASP1 CASP10 CASP1P2 CASP4 CASP5 CASP7 CAST CATSPERG CBR1 CBX1P4 CCDC146 CCDC149 CCDC154 CCDC170 CCDC200 CCDC73 CCDC9 CCDC97 CCL1 CCL13 CCL2 CCL25 CCL7 CCL8 CCNA1 CCNL1 CCR1 CCR2 CCRL2 CCSER1 CD14 CD163 CD164 CD1D CD209 CD274 CD2AP CD300A CD300C CD300E CD300LF CD33 CD36 CD38 CD40 CD46 CD53 CD59 CD68 CD74 CD86 CDC42EP2 CDC42EP4 CDC73 CDH23 CDH6 CDHR5 CDK17 CDKL5 CDKN1A CDKN1C CDKN2D CEACAM1 CEBPB CELF2-AS1 CENPCP1 CENPN CEP162 CEP164 CERKL CERS6-AS1 CES1 CES1P1 CFAP58 CFAP58-DT CFB CFLAR CFLAR-AS1 CFP CGAS CHD1 CHGA CHMP1A CHMP2A CHMP2B CHMP4B CHMP5 CHN2 CHRNA6 CHRNB1 CHRNB2 CHST7 CHSY1 CIBAR1 CICP19 CICP3 CIITA CIR1 CLASRP CLCN4 CLCN5 CLCN7 CLDN18 CLEC1A CLEC2B CLEC4D CLEC4E CLEC5A CLEC6A CLEC7A CLIC1 CLIC4 CLK3 CMAHP CMC2 CMKLR1 CMPK2 CMTM6 CMTR1 CNDP2 CNIH4 CNP CNTD1 CNTLN CNTRL COA6 COL8A2 COL9A1 COMMD9 COP1 COPE COPG1 COPZ1 COQ10B CORO1B COTL1 COX5B COX6B1 CPB1 CPEB2 CPEB3 CPED1 CPPED1 CPVL CREBRF CREG1 CREM CSF1R CSF2RB CSF3R CSNK1G2 CSRNP1 CST3 CTBS CTCFL CTNNA1 CTRL CTSA CTSB CTSH CTSL CTSO CTSS CTSZ CUL1 CXCL10 CXCL11 CXCL16 CXCL9 CXCR1 CXCR2P1 CXorf38 CYB561 CYB5R4 CYBA CYBB CYBC1 CYC1 CYFIP1 CYLD CYP2J2 CYP4A22-AS1 CYRIB CYSLTR1 CYSTM1 CYTH4 CYTOR DAPP1 DAZAP2 DBF4B DCAF11 DCBLD1 DCLRE1C DCLRE1CP1 DCP1A DCUN1D3 DDAH2 DDIAS DDO DDX10P1 DDX21 DDX3X DDX60 DDX60L DECR1 DEDD2 DEFB1 DEGS1 DEK DENND1A DENND5A DERL1 DESI1 DGLUCY DHRS12 DHRS9 DHRSX DHTKD1 DHX58 DHX8 DIAPH2 DIP2B DIPK2A DISC1 DISC1-IT1 DLC1 DLEU2 DLEU7 DMXL2 DNAAF1 DNAJA1 DNAJB11 DNAJB12 DNAJC1 DNAJC13 DNAJC15 DNAJC7 DNM1P33 DNM1P34 DNPEP DNTTIP1 DOCK4 DOCK8 DOCK8-AS1 DOK1 DPF2 DPP3 DPRXP2 DPYD DPYD-AS1 DPYD-AS2 DPYS DPYSL2 DRAM1 DRAP1 DTNBP1 DTX3L DUSP1 DUSP10 DUSP3 DUSP5 DUSP6 DYNLT1 DYSF DZIP1L ECE1 ECPAS EDEM1 EDEM2 EFCAB2 EFHD2 EFR3A EGLN1 EHBP1L1 EHD4 EIF2AK2 EIF4A1P2 EIF4A1P7 EIF4E3 EIF4G3 EIF4H EIF5A ELF1 ELF4 ELMO2 ELOVL5 EMILIN2 EMP1 EMP3 ENDOU ENPP2 EPAS1 EPB41L3 EPG5 EPHB1 EPHB2 EPS15 EPSTI1 ERAP1 ERAP2 ERI1 ERICH3 ERICH6B ERP29 ERP44 ERV3-1 ESRRA ETV6 ETV7 EVI2B EWSR1 EXOC3L1 EXOC3L4 EXOC6 EXOSC9 EXT1 EYA1 FAM111A FAM120A FAM120A2P FAM120AOS FAM135A FAM20A FAM20C FAM225A FAM225B FAM241A FAM72A FAM72B FAM72C FAM72D FAM8A1 FAM91A1 FANCA FANCL FAP FAR2 FARP2 FAS FBXL5 FBXO39 FBXO6 FCER1G FCGR1A FCGR1BP FCGR2A FCGR2B FCGR2C FCGR3A FCGR3B FCN1 FCN2 FEM1C FFAR2 FFAR3 FGD2 FGD6 FGF13 FGL2 FGR FHIP2A FIBP FIG4 FKBP15 FLI1 FLOT1 FLVCR1 FLVCR2 FMNL2 FMR1 FMR1-IT1 FNDC3A FNIP2 FOLR2 FOXC1 FOXD4L4 FOXD4L5 FOXL2 FOXN2 FOXN3-AS1 FPR2 FRMD3 FRMD4B FTL FUCA2 FUNDC2P4 FUOM FUT4 FYB1 FYTTD1 FZD2 FZD5 GAB1 GAB2 GABARAP GADD45B GAK GALM GALNT3 GAPDHP14 GARIN4 GART GAS6 GAS8 GASK1B GBA1 GBP1 GBP1P1 GBP2 GBP3 GBP4 GBP5 GBP6 GBP7 GCA GCH1 GCNT1 GCNT2 GDI2 GIMAP2 GIMAP4 GIMAP6 GIMAP8 GK GK-AS1 GK-IT1 GK3 GLA GLIPR2 GLRX GLUL GM2A GMFBP1 GMPR2 GNA13 GNA15 GNB1 GNB2 GNB4 GNG5 GNS GOLGA5P1 GOLM1 GORASP1 GPBAR1 GPBP1 GPD2 GPR141 GPR155 GPR42 GPR65 GPR84 GPS2 GPX1 GRAMD1B GRB2 GRIN3A GRIPAP1 GRK3 GRN GSDMC GSDMD GSN GSTK1 GSTO1 GTF2B GTF2F1 GTPBP1 GTPBP2 GUCY1A1 GUCY2F GVINP1 GYG1 H1-6 H2AC6 H2BC18 H2BC21 H2BP1 H3-3A H3-3B H3-5 H3P36 H3P6 H4C14 H4C15 HADHB HAPLN3 HAUS4 HAVCR2 HBEGF HBG2 HBP1 HCAR2 HCAR3 HCG27 HCK HCP5 HDX HEBP1 HELB HELZ2 HERC5 HERC6 HERPUD2 HES4 HESX1 HEXD HHEX HIF1A HIF1A-AS1 HIGD2A HINT3 HIRA HIVEP1 HIVEP2 HK1 HK3 HLA-A HLA-B HLA-C HLA-DMA HLA-DMB HLA-DPA1 HLA-DPB1 HLA-DRA HLA-DRB1 HLA-E HLA-F HLA-G HLA-H HLA-J HLA-K HLX HMGB1P3 HMOX1 HNRNPA1P53 HNRNPF HNRNPH2 HNRNPLL HORMAD1 HPS5 HPSE HSD17B11 HSH2D HSPA1A HSPA1B HSPA5 HSPA6 HSPA7 HSPA8 HSPA8P5 HSPB9 HSPD1P6 HTATIP2 HTR4 ICAM1 ICAM2 IDH1 IDH2 IDH3A IDH3G IDO1 IDO2 IER2 IER5 IFI16 IFI27 IFI30 IFI35 IFI44 IFI44L IFI6 IFIH1 IFIT1 IFIT1P1 IFIT2 IFIT3 IFIT5 IFITM1 IFITM2 IFITM3 IFNGR2 IFNK IGF2BP3 IGHE IGHEP2 IGSF6 IL12A IL12RB1 IL13RA1 IL15 IL15RA IL17RC IL17RD IL1B IL1RN IL27 IL2RG IL31RA IL4I1 ILK ILRUN IMPDH1P10 INAFM1 INMT INTS3 IRAK2 IREB2 IRF1 IRF1-AS1 IRF2 IRF5 IRF7 IRF8 IRF9 ISG15 ISG20 ISOC2 ITGA4 ITM2B ITPK1 ITPK1-AS1 ITPRID2 ITPRIP ITPRIPL2 JAK2 JAK3 JMJD1C JPX JSRP1 JUNB JUND JUP KANSL1L KARS1 KAT5 KBTBD2 KCNE3 KCNE5 KCNH7 KCNJ15 KCNJ2 KCNJ2-AS1 KCNMA1 KCNMB1 KCNS2 KCTD12 KCTD14 KCTD5 KDM1B KDM2A KIAA0040 KIAA0319L KIAA0930 KIAA1958 KIF13A KIF1B KIF1C KIF5B KIF9-AS1 KLF4 KLF5 KLHDC7B KLHDC8B KLHL6 KMO KPNB1 KPTN KREMEN1 KRT18P4 KY KYNU LACC1 LACTB LAG3 LAMP2 LAMP3 LAP3 LAP3P2 LAPTM4A LARP1 LARP4B LAT2 LATS2 LCP1 LCP2 LDLR LGALS1 LGALS17A LGALS3BP LGALS8 LGALS9 LGALSL LGSN LHFPL2 LHFPL3-AS1 LIF LIFR LILRA1 LILRA5 LILRA6 LILRB1 LILRB2 LILRB3 LILRB4 LILRB5 LIMK1 LIMK2 LINC00189 LINC00487 LINC00528 LINC00534 LINC00582 LINC00623 LINC00877 LINC00937 LINC00968 LIPA LIPK LIPM LLPH LMF2 LMNB1 LMO2 LMO4 LMTK2 LONRF1 LOXHD1 LOXL3 LPCAT2 LPIN2 LPP LRRC59 LRRCC1 LRRK2 LSM10 LSP1 LTBR LY6E LYN LYPD5 LYRM1 LYSMD2 LYZ MAD2L1BP MAFB MAGT1 MAN1A1 MANBAL MAP2K6 MAP3K11 MAP3K13 MAP3K5 MAP3K7CL MAP3K8 MAPK14 MAPKAPK3 MARCKS MARCO MARS1 MASTL MAT2B MATCAP1 MAX MBD2 MBOAT1 MCL1 MCTP1 MDK ME2 MED12L MED13 MED28 MEF2A MEFV MEGF11 METTL4 MFSD13A MFSD14A MFSD14B MFSD2A MFSD5 MGAT1 MIA3 MICA MICALL1 MICB MICU1 MIDN MIER1 MIIP MILR1 MIR103A2 MIR142 MIR1827 MIR3145 MIR3150B MIR320E MIR3671 MIR4433A MIR4435-2HG MIR4477A MIR4511 MIR4632 MIR4645 MIR4679-2 MIR4773-1 MIR5685 MIR601 MITD1 MIX23P1 MLKL MNDA MOB1A MOB3C MORC3 MOV10 MPDU1 MPEG1 MPV17L2 MPZL1 MPZL2 MR1 MRPL16 MRPL17 MRPL44 MRPS18A MRPS21P2 MS4A14 MS4A4A MS4A6A MS4A7 MSL3 MSR1 MSRB1 MSRB2 MT-TS1 MT2A MTF1 MTG2 MTHFD1 MTHFD2 MTMR11 MTMR14 MTMR4 MTMR6 MTND1P11 MTND4P14 MTND4P26 MTND5P14 MTND5P28 MTND6P5 MTPN MUC1 MVB12A MVP MX1 MX2 MXD1 MXD3 MYCBP2 MYCBP2-AS1 MYD88 MYL12A MYOF N4BP1 N4BP2L1 N4BP2L2 NAB1 NABP1 NADK NAGA NAGK NAMPT NANS NAPA NAPSB NASP NAT8 NBN NBR1 NCEH1 NCF1 NCF1B NCF1C NCF2 NCKAP1L NCOA2 NCOA3 NCOA7 NCSTN NDC80 NDUFA9 NDUFB6 NDUFV1-DT NECAP1 NECAP2 NETO2 NEU1 NEXN NFAM1 NFE2L3 NFIL3 NFKB2 NFKBIA NFKBIE NFKBIZ NGFR NHLRC3 NHSL1 NIBAN2 NINJ1 NINJ2 NIPA2 NIPSNAP3A NIT1 NKIRAS2 NLK NLN NLRC4 NLRC5 NLRP3 NME8 NMI NMT1 NOD1 NOD2 NOP10 NPC2 NPTN NR1I3 NRAS NRBF2 NRBF2P3 NRBF2P4 NRDC NRIP1 NRN1 NSF NSL1 NT5C2 NT5C3A NT5C3AP1 NTNG2 NUB1 NUCB1 NUCB1-AS1 NUDT16 NUP205 NUP58 NUP62 NXT2 OAS1 OAS2 OAS3 OASL ODF3B OGFR OOSP1 OR10AA1P OR2W6P OR51R1P OR52B4 OR52H1 OR52K1 OR52K2 OR52K3P OR52P2P OR52T1P OR52U1P OR52V1P OR56B1 OR7E100P ORAI2 ORMDL2 OS9 OSBPL5 OSM OSMR OSTM1 OTOF OTUD4P1 OTUD5 P2RX4 P2RX7 P2RY12 P2RY13 P2RY14 P2RY6 PABIR3 PADI6 PAEP PAIP1P1 PAK1 PANK2 PANX1 PARP10 PARP11 PARP12 PARP14 PARP4 PARP4P2 PARP9 PATL1 PBLD PBX2 PCBP1-AS1 PCGF5 PCK2 PDCD1LG2 PDE4B PDIA3 PDIA6 PDK3 PDLIM5 PEA15 PEF1 PELI1 PFKFB4 PFKP PGAP1 PHACTR2 PHC2 PHF11 PHF23 PHLPP1 PI4K2B PIGB PIK3AP1 PIK3CD-AS1 PIM2 PIP5K1A PIPSL PISD PIWIL4 PKD2L1 PKN2 PLA2G4A PLA2G4C PLA2G7 PLAAT4 PLAC8 PLAGL1 PLAGL2 PLAUR PLCL2-AS1 PLEK PLEKHA2 PLEKHB2 PLEKHM2 PLEKHN1 PLEKHO1 PLEKHO2 PLET1 PLIN3 PLPBP PLS3 PLSCR1 PLSCR2 PLSCR4 PLXDC2 PLXNB2 PMAIP1 PML PNPT1 POLA2 POLB POLDIP3 POMP PPARGC1B PPCDC PPL PPM1K PPP1R11 PPP2R2A PPP4C PPTC7 PRCP PRDM1 PRDM5 PRDX1 PRELID1 PRELID1P1 PRICKLE1 PRKAG2 PRKAR1A PRKCD PRKCE PRKD2 PRLR PRMT5 PRMT5-AS1 PRPF4 PRPF40A PRPS2 PRR11 PRR16 PRR29 PRRG1 PRRG4 PRTG PRUNE2 PSAP PSEN1 PSEN2 PSENEN PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMB10 PSMB2 PSMB3 PSMB4 PSMB8 PSMB9 PSMC1P4 PSMD3 PSMD6-AS2 PSME1 PSME2 PSTPIP2 PTGES3P1 PTGR1 PTGS2 PTK2B PTP4A1 PTPA PTPN1 PTPN6 PTPRC PTPRE PTPRO PTPRU PTTG1IP PUS3 PYCARD QKI RAB10 RAB11FIP4 RAB12 RAB1A RAB20 RAB24 RAB31 RAB33B RAB39A RAB3GAP1 RAB43 RAB43P1 RAB5A RAB5C RAB8A RAB8B RAC1 RAC1P2 RALB RALY RANGAP1 RAP1AP RAP2C RARA RASGEF1B RASGRP3 RASSF5 RB1 RBBP6 RBBP8 RBCK1 RBM23 RBM43 RBM47 RBM7 RBMS2 RCBTB2P1 RCC2 RCN1 RCN1P2 RCSD1 REC8 REEP3 REL RELB RELT RERE RESF1 RFX5 RGL1 RGS1 RGS19 RHBDF2 RHBDL2 RHOG RHOQ RHOQP3 RHOT1 RIC1 RICTOR RIF1 RIGI RILPL2 RIN2 RIPK1 RIPK2 RIPK3 RIPOR2 RMC1 RMI2 RN7SKP17 RN7SKP26 RN7SL105P RN7SL124P RN7SL168P RN7SL364P RN7SL368P RN7SL382P RN7SL435P RN7SL440P RN7SL473P RN7SL587P RN7SL600P RN7SL834P RNA5SP201 RNA5SP237 RNA5SP39 RNA5SP449 RNASE2 RNASEH2B RNASEH2B-AS1 RNASEL RNF114 RNF13 RNF135 RNF138 RNF144A RNF149 RNF169 RNF185 RNF185-AS1 RNF19B RNF213 RNF217 RNF24 RNF31 RNH1 RNU1-100P RNU4-24P RNU4-41P RNU5A-5P RNU6-1082P RNU6-1294P RNU6-147P RNU6-613P RNU6-748P RNU6-810P RNU6-890P RNU7-40P RNU7-45P RNVU1-1 RNY4P18 RO60 ROGDI RP1L1 RP2 RPAP3 RPL28 RPL37P1 RPL3P6 RPL5P23 RPL7P53 RPS19P3 RPS2P44 RPS6KA4 RPS6KA5 RPS6KC1 RRAS RRM2B RSAD2 RSPH3 RSPH9 RTCB RTEL1P1 RTF2 RTL5 RTN1 RTN2 RTP4 RUBCN RUFY3 RUFY4 RXFP1 SAMD15 SAMD4A SAMD9 SAMD9L SAMHD1 SAP18 SART1 SASH1 SASH3 SAT1 SAT2 SBF2 SBNO2 SCAF11 SCAMP2 SCARB2 SCARF1 SCARNA22 SCG3 SCIMP SCIN SCLT1 SCML1 SCO1 SCO2 SCPEP1 SCRN3 SCUBE2 SCYL2 SCYL3 SDC3 SDE2 SDHB SDSL SEC24D SECTM1 SELL SEMA4A SERPINA1 SERPINB1 SERPINB9 SERPING1 SERTAD1 SERTAD3 SESTD1 SETD7 SETP11 SETX SFRP1 SFT2D1 SFT2D2 SH2B2 SH2B3 SH2D3C SH3BGRL SH3BP2 SH3GLB1 SH3RF1 SH3TC1 SHFL SHISA5 SHOC2 SHOX2 SHTN1 SIAH2-AS1 SIGLEC1 SIGLEC11 SIGLEC14 SIGLEC16 SIGLEC5 SIK1 SIK3 SIL1 SIPA1L1 SIPA1L2 SIRPD SLA SLAMF7 SLAMF8 SLC12A8 SLC15A3 SLC16A3 SLC17A8 SLC1A3 SLC20A1 SLC22A1 SLC22A15 SLC22A16 SLC22A4 SLC25A24 SLC25A28 SLC25A30 SLC26A8 SLC27A3 SLC2A3P2 SLC2A6 SLC31A1 SLC31A2 SLC35A4 SLC35A5 SLC37A1 SLC37A2 SLC39A1 SLC43A2 SLC43A3 SLC44A2 SLC44A4 SLC49A3 SLC51A SLC52A2 SLC5A9 SLC6A12 SLC6A13 SLC7A7 SLC8A1 SLC9A8 SLFN11 SLFN12 SLFN5 SLIT2 SLITRK4 SLK SLU7 SMAD1 SMAP2 SMARCD3 SMCHD1 SMCO4 SMG7-AS1 SMIM10 SMIM14 SMTNL1 SNAPIN SNF8 SNN SNORA11B SNORA51 SNORD56B SNTB1 SNX10 SNX11 SNX17 SNX2 SNX20 SNX6 SOBP SOCS1 SOD2 SORT1 SOWAHD SP1 SP100 SP110 SP140 SP140L SPAG6 SPART SPATA1 SPATA13 SPATS2L SPG11 SPG21 SPHK1 SPPL2A SPSB1 SPTLC2 SQLE SQOR SQSTM1 SRA1 SRBD1 SRC SRD5A1 SRGAP2 SRGAP2-AS1 SRGAP2B SRGAP2C SRGN SRP54 SSB SSTR3 ST3GAL2 ST3GAL5 ST8SIA3 ST8SIA4 STAB1 STAC3 STAM2 STARD3 STARD4 STARD8 STAT1 STAT2 STAT3 STAT5A STAU1 STIMATE STK24 STK24-AS1 STK3 STK32B STK40 STN1 STOM STOML1 STS STX10 STX11 STX12 STX17 STX3 STX4 STYXL1 SUCNR1 SUMO1P4 SUPT4H1 SUSD1 SYCE3 SYNGR2 SYNPO2 SYT9 SZRD1 TAB3-AS2 TAF10 TAF8 TAFA2 TAGAP TANK TAP1 TAP2 TAPBP TAPBPL TASL TATDN2P2 TATDN3 TBC1D1 TBC1D20 TBC1D22A TBC1D2B TBC1D8 TBK1 TCAF2 TCF7L2 TCIRG1 TCN2 TDRD7 TENT5A TEP1 TESK2 TFE3 TFEC TFG TGIF2 TGM1 TGM2 THA1P THEMIS2 THOC7 TICAM2 TIFA TIGAR TIMELESS TIMM10 TIMM17B TINF2 TIPARP TIPRL TJP2 TLDC2 TLE4 TLR1 TLR2 TLR3 TLR4 TLR7 TLR8 TM9SF2 TM9SF4 TMED7 TMEM106A TMEM121B TMEM123 TMEM131 TMEM140 TMEM144 TMEM150B TMEM154 TMEM164 TMEM165 TMEM179B TMEM185B TMEM199 TMEM219 TMEM229B TMEM252 TMEM255A TMEM268 TMEM30A TMEM33 TMEM50A TMEM51 TMEM59 TMEM60 TMEM62 TMOD2 TMOD3 TMSB10 TMUB2 TMX1 TNF TNFAIP2 TNFAIP3 TNFAIP6 TNFRSF14 TNFRSF1A TNFRSF1B TNFSF10 TNFSF13B TNFSF15 TNK2 TNS3 TOMM40L TOP1 TOPORS TOR1A TOR1AIP1 TOR1B TOX4 TOX4P1 TPM3 TPM4P1 TPMT TPP1 TRAFD1 TRANK1 TRAPPC3 TREX1 TRIM14 TRIM21 TRIM22 TRIM25 TRIM26 TRIM27 TRIM34 TRIM38 TRIM44 TRIM5 TRIM56 TRIM6 TRIM64EP TRIM69 TRIP12 TRPC4AP TRPV4 TSPAN17 TSPAN2 TTC21A TTC26 TTC38 TUBA1A TUBA1B TUT7 TXLNB TXN2 TXNIP TXNL4B TYMP TYROBP UBA7 UBE2CP1 UBE2D1 UBE2D3 UBE2E1 UBE2F UBE2J1 UBE2L3 UBE2L6 UBE2S UBE2SP1 UBE2V1P6 UBE2Z UBFD1 UBN1 UBQLN4P1 UBQLNL UBR2 UBTFL3 UNC93B1 UNC93B2 UNC93B7 UNC93B8 UPF3AP3 UQCRC1 USF1 USP15 USP18 USP19 USP2 USP25 USP30 USP30-AS1 USP33 USP41 USP42 USP6NL USPL1 UTRN VAMP3 VAMP5 VASP VAV1 VCAN-AS1 VCPIP1 VDR VMP1 VPS9D1 VRK2 VRK3 VSIR VWA3B WARS1 WASHC2A WASHC2C WASHC4 WDFY1 WDFY3 WDFY3-AS1 WDR41 WDR45 WDR64 WSB1 WSB2 XAF1 XIAP XPNPEP1 XRN1 XXYLT1-AS2 YIPF1 YKT6 YME1L1 ZBED1 ZBP1 ZBTB7B ZC3H12A ZC3HAV1 ZCCHC2 ZDHHC18 ZDHHC19 ZDHHC4P1 ZDHHC5 ZEB2 ZEB2-AS1 ZFP36 ZFYVE26 ZMYM4-AS1 ZNF117 ZNF200 ZNF267 ZNF366 ZNF438 ZNF496 ZNF618 ZNF672 ZNF684 ZNF702P ZNF710 ZNF804A ZNFX1 ZNG1A ZNG1B ZNG1C ZNG1E ZNG1F ZNRF2 ZSCAN16 ZSWIM6 OVSYANNIKOVA_PBMC_FLUARIX_AGE_50_74YO_COMMON_WITH_BOTH_HAI_AND_VNA_28DY_VS_0DY_USED_IN_HAI_AND_VNA_RESPONSE_MODELS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OVSYANNIKOVA_PBMC_FLUARIX_AGE_50_74YO_COMMON_WITH_BOTH_HAI_AND_VNA_28DY_VS_0DY_USED_IN_HAI_AND_VNA_RESPONSE_MODELS_DN CA11 CA14 CA2 CA6 GSTM1 GSTM2 MAZ SMS TTF2 OVSYANNIKOVA_PBMC_FLUARIX_AGE_50_74YO_COMMON_WITH_BOTH_HAI_AND_VNA_28DY_VS_0DY_USED_IN_HAI_AND_VNA_RESPONSE_MODELS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OVSYANNIKOVA_PBMC_FLUARIX_AGE_50_74YO_COMMON_WITH_BOTH_HAI_AND_VNA_28DY_VS_0DY_USED_IN_HAI_AND_VNA_RESPONSE_MODELS_UP CA8 DOP1B IFNG MAT2A RABGGTA SUPT16H UPF1 OVSYANNIKOVA_PBMC_FLUARIX_AGE_50_74YO_COMMON_WITH_BOTH_HAI_AND_VNA_28DY_VS_3DY_USED_IN_HAI_AND_VNA_RESPONSE_MODELS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OVSYANNIKOVA_PBMC_FLUARIX_AGE_50_74YO_COMMON_WITH_BOTH_HAI_AND_VNA_28DY_VS_3DY_USED_IN_HAI_AND_VNA_RESPONSE_MODELS_DN ADGRB1 CEBPG CRHBP CS DLG4 ELOVL7 FOXP3 GSTM3 IL12A MAN1B1 NEIL1 PARP2 POLL RAD51B RAD54B REC8 STAG3 TAPT1 OVSYANNIKOVA_PBMC_FLUARIX_AGE_50_74YO_COMMON_WITH_BOTH_HAI_AND_VNA_28DY_VS_3DY_USED_IN_HAI_AND_VNA_RESPONSE_MODELS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OVSYANNIKOVA_PBMC_FLUARIX_AGE_50_74YO_COMMON_WITH_BOTH_HAI_AND_VNA_28DY_VS_3DY_USED_IN_HAI_AND_VNA_RESPONSE_MODELS_UP ACO2 ACSL1 ACSL4 ACSL5 EBI3 FASN FH FYN GALR2 HSD17B12 IDH2 INHBA LIG3 NF1 OGDH S100B SDHA SLC25A1 SMUG1 SUCLA2 TLR3 TLR7 TLR9 TUBG1 VLDLR OVSYANNIKOVA_PBMC_FLUARIX_AGE_55_64YO_RESPONDERS_VS_NONRESPONDERS_0DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OVSYANNIKOVA_PBMC_FLUARIX_AGE_55_64YO_RESPONDERS_VS_NONRESPONDERS_0DY_DN AP3S1 DUSP18 FBXL18 GET3 HPRT1 INIP ISL2 MIA2-AS1 PCBD1 RDX SFXN3 SHISA4 SLC66A3 SPIRE1 TMED5 TNNT1 ZFAND6 OVSYANNIKOVA_PBMC_FLUARIX_AGE_55_64YO_RESPONDERS_VS_NONRESPONDERS_0DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OVSYANNIKOVA_PBMC_FLUARIX_AGE_55_64YO_RESPONDERS_VS_NONRESPONDERS_0DY_UP ACSF3 AHRR ARHGEF10 ATP13A4 CACTIN CCDC106 CD22 CENPV CEP295 DVL1 FAM177B FAM24B FAM30A GADD45GIP1 GTF2H4 KRI1 LIG1 LRWD1 METTL26 MLST8 MRPL38 MTA1 NEK8 PKIG SNX22 TTC27 VPREB3 ZIK1 ZNF502 ZNF608 ZNF880 OVSYANNIKOVA_PBMC_FLUARIX_AGE_55_64YO_RESPONDERS_VS_NONRESPONDERS_28DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OVSYANNIKOVA_PBMC_FLUARIX_AGE_55_64YO_RESPONDERS_VS_NONRESPONDERS_28DY_DN AP1M2 B3GNTL1 C17orf97 NCKIPSD PEF1 SLC38A9 TMEM104 OVSYANNIKOVA_PBMC_FLUARIX_AGE_55_64YO_RESPONDERS_VS_NONRESPONDERS_28DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OVSYANNIKOVA_PBMC_FLUARIX_AGE_55_64YO_RESPONDERS_VS_NONRESPONDERS_28DY_UP ARHGEF10 ATP13A4 CUL1 GRPEL2 KAT2B MBTPS1 MIR155HG PHF2 SCRIB PANAPASA_BLOOD_FLUENZ_AGE_03_17YO_3DY_4DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PANAPASA_BLOOD_FLUENZ_AGE_03_17YO_3DY_4DY_DN APC CD3G CD8A FASLG IL7 TLR1 PANAPASA_BLOOD_FLUENZ_AGE_03_17YO_6DY_7DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PANAPASA_BLOOD_FLUENZ_AGE_03_17YO_6DY_7DY_UP CXCL8 IL2 IL2RA MICB MS4A1 PTPRC RIPK2 SOCS1 TGFB1 PATEL_SKIN_OF_BODY_ZOSTAVAX_AGE_70_93YO_VZV_CHALLENGED_POST_VACCINATION_VS_UNCHALLENGED_72HR_TOP_30_DEG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PATEL_SKIN_OF_BODY_ZOSTAVAX_AGE_70_93YO_VZV_CHALLENGED_POST_VACCINATION_VS_UNCHALLENGED_72HR_TOP_30_DEG_UP CCL5 CD2 CD8A CLEC12A CLEC4E CTLA4 CXCL10 CXCL9 EOMES FCGR1A FCGR1BP FPR1 GBP5 GNLY GZMA GZMB IDO1 ITGAL KLHDC7B KLRC2 LYZ PLAC8 PRKCQ SELL SERPINA1 TARP TRGC2 TRGV9 UBD XCL1 PATEL_SKIN_OF_BODY_ZOSTAVAX_AGE_70_93YO_VZV_CHALLENGE_3DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PATEL_SKIN_OF_BODY_ZOSTAVAX_AGE_70_93YO_VZV_CHALLENGE_3DY_DN ADGRF2 AKAP1 ANKRD13D AQP11 ARIH1 CD200 CEP41 COQ9 DCBLD1 ECPAS EDN3 ERC1 FIGN LEXM LINC00113 LUC7L3 MAP6 MDM2 MGA MIR30C2 MIR646 MYEOV NF1 NFATC2IP NHLH1 PAX6 PCNP PPP2R2B PTCSC1 RAB30-DT RBM19 SCGB2B2 SF1 SLC22A3 SLC25A15 SLC44A5 SLC52A1 SRY TTC14 WDR72 WNT3 YLPM1 PATEL_SKIN_OF_BODY_ZOSTAVAX_AGE_70_93YO_VZV_CHALLENGE_3DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PATEL_SKIN_OF_BODY_ZOSTAVAX_AGE_70_93YO_VZV_CHALLENGE_3DY_UP ABI3BP ACP5 AIF1 AOX1 AP1S2 ARHGAP18 ARPC1B ATP11A B3GNT7 BCAT1 C16orf54 C1RL C3AR1 CACNA2D3 CALHM6 CALU CAPRIN1 CCL2 CCR1 CD163 CD180 CD33 CD84 CD86 CENPH CLEC12A CLEC7A CLIC2 CLU COLEC12 CPVL CTSB CTSS CTSZ CX3CR1 CYBB DAB2 DCLK1 DDOST EFEMP1 EPB41L3 EVI2A EVI2B FCER1G FKBP1A FPR3 GLIPR1 GPSM3 GZMK HAVCR2 HGF HMOX1 IGF2BP3 IGSF6 IKBIP IKZF1 IL13RA1 INHBC ITGAM LCP1 LGMN LILRB2 LIPA LIPC LY86 LYZ MARCKS MPEG1 MS4A6A MYO5A NAGA NECTIN3 NID1 NPL OSTC PAPSS2 PIK3AP1 PIP4K2A PLA2G2A PLXDC1 POLR1D PTGER4 PTP4A2 RAB32 RHOJ SAMSN1 SASH3 SDC2 SERPINA1 SERPINA3 SH2B3 SLC15A3 SLC38A6 SLC7A7 SMC2 SRGN SRSF11 SSR2 TACC1 TDRD12 TFEC THY1 TIMP1 TLR7 TLR8 TPK1 TYROBP VSIG4 ZFP36L2 ZNF567 PATEL_SKIN_OF_BODY_ZOSTAVAX_AGE_70_93YO_VZV_CHALLENGE_6HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PATEL_SKIN_OF_BODY_ZOSTAVAX_AGE_70_93YO_VZV_CHALLENGE_6HR_DN ACOT13 AFDN-DT AIG1 AKAP1 ALDH4A1 ALS2CL ANKRD13D ANKS6 AQP11 ARHGEF9 ATG16L2 BABAM1 BTNL9 C5orf63 CAPN3 CARS2 CCS CDK5RAP3 CEP152 CEP41 COQ9 COX4I1 CUL9 DCBLD1 DHX16 DMAC1 DUT DYNC2I2 EDN3 ELP4 ERC1 ERICH1 FAHD2A FIGN FLJ20021 GGCX HHAT HSPB3 INTS8 IRX5 KANK1 LDAH LEXM LINC00113 LINC00310 LINC01550 LRRC28 MAP3K4 MAP6 MED12L MIR30C2 MMAB MORF4L2-AS1 MRPS16 MRPS6 NDUFA8 NDUFV1 NECAB3 NHLH1 NIT1 NUDT22 PCCA PCGF1 PER1 PEX6 PIGG PIN4 PLEKHJ1 PRCD PRMT7 PTCSC1 RBM19 RFXANK RPL32P3 RPUSD3 RUFY3 RUSC1-AS1 SAMD1 SAMM50 SCARB1 SDCCAG8 SEC16B SHOX2 SIRT5 SLC52A1 SLC9A9 SPAG8 SRY STX16 SUGP1 TARBP2 TBX5 TCTA TET1 TFCP2 THADA TMEM184A TMEM254-AS1 TMEM63A TRPM4 TTC28-AS1 ULK2 USP40 VILL VPS26B VPS45 ZBTB16 ZNF300P1 ZNF32 ZNF341 PATEL_SKIN_OF_BODY_ZOSTAVAX_AGE_70_93YO_VZV_CHALLENGE_6HR_TOP_30_DEG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PATEL_SKIN_OF_BODY_ZOSTAVAX_AGE_70_93YO_VZV_CHALLENGE_6HR_TOP_30_DEG_UP ADAMTS8 BCL2A1 CCL2 CCL3 CCL8 CH25H CXCL1 CXCL10 CXCL2 CXCL8 CXCL9 FCGR1A FCGR1BP FOSL1 FPR1 GZMB ICAM1 IL1B IL1RL1 IL6 IRF1 MMP12 OASL PTX3 RGS16 SELE SELL SERPINA1 UBD PATEL_SKIN_OF_BODY_ZOSTAVAX_AGE_70_93YO_VZV_CHALLENGE_6HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PATEL_SKIN_OF_BODY_ZOSTAVAX_AGE_70_93YO_VZV_CHALLENGE_6HR_UP ABCA1 ACKR1 ACSL4 ADAM19 ADGRF2 AHR AKAP12 ANKRD28 APOL2 APOL3 APOL6 ARFGAP3 ARHGAP18 ARHGAP31 ARL13B ASAP1 ATAD1 ATF1 ATP11A ATP11C ATP13A3 ATP2B1 B4GALT5 BASP1 BATF3 BCL2A1 BCL3 BIRC3 BLOC1S6 BLTP3B BZW1 C16orf54 C2orf69 C3AR1 CALHM6 CCDC50 CCDC71L CCL2 CCL8 CCN1 CCNJ CCNT1 CCR1 CD44 CD83 CDC27 CDC42EP2 CDC42EP3 CDC42EP4 CDK12 CDK17 CEMIP2 CH25H CHD1 CHST15 CHSY1 CHSY3 CHUK CLEC7A CNN3 COL15A1 COQ10B CRY1 CSF2RB CSGALNACT2 CTDSP2 CTSL CXCL1 CXCL10 CXCL2 CXCL3 CXCL8 DAB2 DDX21 DDX3X DERL1 DHX33 DIMT1 DNAJB9 DOK5 DUSP6 ECPAS EFHD2 EIF1AX EIF4E ELK4 EML4 ETS1 FAM20A FAM3C FAM76B FCGR1BP FCGR2A FCGR3B FEM1B FGD6 FGL2 FGR FOSL1 FOSL2 FPR1 FTH1P5 FZD5 G3BP2 GABPB1 GASK1B GBP1 GCA GFPT2 GNAQ GOLPH3 GOLT1B GPR183 GPR65 GREM1 HAPLN3 HDC HGF HPRT1 HYCC1 ICAM1 IFI16 IFNGR1 IFNGR2 IFT57 IKZF1 IL13RA1 IL1B IL1RL1 IL4R IL6 IL6R IL6ST INTS6 IRF1 IRGQ IRX2 ITGAX JAK3 KCNJ15 KLF10 KPNA4 LARP4 LEXM LIFR LILRB2 LYN LYZ MARCKS MCTP1 MECP2 MED13L MEDAG MFSD14A MGAT2 MIDN MIER1 MRPL44 MT1E MT1M MT2A MTMR9 MTSS2 MYB MYLIP MYO1B NABP1 NADK2 NAMPT NAP1L1 NCOA7 NEK6 NFIL3 NMD3 NNMT NR4A3 NRIP3 OSMR PAK2 PATL1 PCGF5 PDPN PHACTR2 PIP4K2A PITPNB PLAUR PLEK PLSCR1 POTEKP PPP1R15B PPP3R1 PPP4R2 PPTC7 PRRC2C PRRX1 PTCSC1 PTGER4 PTP4A2 PTPRC PTX3 QTRT2 RAB23 RAB27A RAB3IL1 RBPJ RGS16 RHEB RHOU RIT1 RNF145 RNF19A RP2 RPS6KB1 RRN3 RRP1B RUBCNL RYBP SAMD4A SAMSN1 SCAF8 SDCBP SEC24A SEC24D SECTM1 SELE SELL SERPINA1 SERPINA3 SERPINB1 SERPINB9 SERPINE1 SH2B3 SIN3A SIPA1L1 SLC20A1 SLC25A37 SLC2A3 SLC39A14 SLC41A2 SLC4A7 SMARCA1 SOCS3 SPRED1 SRFBP1 SRGAP1 SRGN SRSF11 SSR1 STAU1 STEAP4 STK3 STOM STX12 SULF1 SV2B SYNJ2 TAF2 TASOR2 TGFBR1 THBS1 TJP2 TLR4 TM4SF1 TMEM200A TMEM70 TNFAIP2 TNFAIP6 TNFRSF1A TPBG TSHZ3 TXLNG UAP1 UBE2D1 UBE2W UGCG UGDH VCAM1 VCAN VEZF1 VMP1 WTAP YWHAG ZBTB2 ZEB2 ZFP36L1 ZFX ZNF217 ZNF267 ZNF436 ZNF567 ZPR1 QIU_PBMC_HEPTATITIS_B_SURFACE_ANTIGEN_AGE_UNDER50_NON_RESPONDERS_VS_RESPONDERS_0DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/QIU_PBMC_HEPTATITIS_B_SURFACE_ANTIGEN_AGE_UNDER50_NON_RESPONDERS_VS_RESPONDERS_0DY_UP ABCA13 ARG1 BPI CAMP CEACAM8 CPA3 CRISP3 DEFA1B DEFA4 DNM1P46 FOLR3 LTF MMP8 MS4A3 OLR1 RNASE3 SLPI TCN1 TKTL1 QIU_PBMC_HEPTATITIS_B_SURFACE_ANTIGEN_AGE_UNDER50_NON_RESPONDERS_VS_RESPONDERS_0_TO_35DY_JOINTLY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/QIU_PBMC_HEPTATITIS_B_SURFACE_ANTIGEN_AGE_UNDER50_NON_RESPONDERS_VS_RESPONDERS_0_TO_35DY_JOINTLY_UP BPI CEACAM8 DEFA1B DEFA4 FOLR3 LTF MMP8 TCN1 TKTL1 QIU_PBMC_HEPTATITIS_B_SURFACE_ANTIGEN_AGE_UNDER50_NON_RESPONDERS_VS_RESPONDERS_28DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/QIU_PBMC_HEPTATITIS_B_SURFACE_ANTIGEN_AGE_UNDER50_NON_RESPONDERS_VS_RESPONDERS_28DY_DN ALAS2 DCAF12 FAM210B GYPA MBNL3 RPS26 RPS26P11 SLC25A37 SLC4A1 SNCA STRADB QIU_PBMC_HEPTATITIS_B_SURFACE_ANTIGEN_AGE_UNDER50_NON_RESPONDERS_VS_RESPONDERS_28DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/QIU_PBMC_HEPTATITIS_B_SURFACE_ANTIGEN_AGE_UNDER50_NON_RESPONDERS_VS_RESPONDERS_28DY_UP ANXA3 ARG1 CAMP CCL4 CEACAM8 CRISP3 DEFA1B DEFA4 DLX4 DOCK4 FOLR3 LTF MMP8 MS4A3 OLR1 TCN1 TKTL1 QIU_PBMC_HEPTATITIS_B_SURFACE_ANTIGEN_AGE_UNDER50_NON_RESPONDERS_VS_RESPONDERS_35DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/QIU_PBMC_HEPTATITIS_B_SURFACE_ANTIGEN_AGE_UNDER50_NON_RESPONDERS_VS_RESPONDERS_35DY_UP CCL4 CEACAM8 CRISP3 CXCL10 DEFA1B DEFA4 DLX4 FCGR1A FCGR1BP IFNG LTF MMP8 SERPING1 TCN1 TKTL1 QIU_PBMC_HEPTATITIS_B_SURFACE_ANTIGEN_AGE_UNDER50_NON_RESPONDERS_VS_RESPONDERS_3DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/QIU_PBMC_HEPTATITIS_B_SURFACE_ANTIGEN_AGE_UNDER50_NON_RESPONDERS_VS_RESPONDERS_3DY_UP ABCA13 ANXA3 ARG1 BPI CEACAM1 CEACAM8 DEFA1B DEFA4 FOLR3 IFNG LTF MMP8 MS4A3 TCN1 TKTL1 QIU_PBMC_HEPTATITIS_B_SURFACE_ANTIGEN_AGE_UNDER50_NON_RESPONDERS_VS_RESPONDERS_7DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/QIU_PBMC_HEPTATITIS_B_SURFACE_ANTIGEN_AGE_UNDER50_NON_RESPONDERS_VS_RESPONDERS_7DY_UP ANXA3 ARG1 CCL4 CEACAM8 CRISP3 CXCL8 DEFA1B DEFA4 DLX4 F3 FOLR3 IFNG IL1RN IL23A IRAK2 KCNJ2 KCNJ2-AS1 KISS1R KMO LACC1 LTF MIR3945HG MMP8 MS4A3 RIN2 RNASE3 SERPINB2 TCN1 TKTL1 TNF TNFAIP6 ZC3H12C QI_CD4_POSITIVE_ALPHA_BETA_MEMORY_T_CELL_ZOSTAVAX_AGE_52_75YO_CD4_T_CELL_VS_NAIVE_CD4_T_CELL_7_TO_9DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/QI_CD4_POSITIVE_ALPHA_BETA_MEMORY_T_CELL_ZOSTAVAX_AGE_52_75YO_CD4_T_CELL_VS_NAIVE_CD4_T_CELL_7_TO_9DY_DN TRBJ1-4 TRBJ1-5 TRBJ2-1 TRBV10-3 TRBV14 TRBV15 TRBV19 TRBV20-1 TRBV5-3 QI_NAIVE_T_CELL_ZOSTAVAX_AGE_52_75YO_CD4_T_CELL_VS_NAIVE_CD4_T_CELL_7_TO_9DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/QI_NAIVE_T_CELL_ZOSTAVAX_AGE_52_75YO_CD4_T_CELL_VS_NAIVE_CD4_T_CELL_7_TO_9DY_DN TRBJ2-1 TRBV10-3 TRBV14 TRBV15 TRBV19 TRBV20-1 TRBV5-3 QI_NAIVE_T_CELL_ZOSTAVAX_AGE_52_75YO_CD4_T_CELL_VS_NAIVE_CD4_T_CELL_7_TO_9DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/QI_NAIVE_T_CELL_ZOSTAVAX_AGE_52_75YO_CD4_T_CELL_VS_NAIVE_CD4_T_CELL_7_TO_9DY_UP TRBV12-4 TRBV5-4 TRBV5-5 TRBV6-1 TRBV7-3 TRBV7-4 QI_PBMC_ZOSTAVAX_AGE_50_75YO_1DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/QI_PBMC_ZOSTAVAX_AGE_50_75YO_1DY_UP DUSP11 EXOSC10 FAF2 PPIAL4A PSMG2 TCAF1 TOX3 QI_PBMC_ZOSTAVAX_AGE_50_75YO_CORRELATED_WITH_28D_PEAK_T_CELL_RESPONSE_14DY_NEGATIVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/QI_PBMC_ZOSTAVAX_AGE_50_75YO_CORRELATED_WITH_28D_PEAK_T_CELL_RESPONSE_14DY_NEGATIVE ATR BIRC5 BRCA1 CDC25A CDK1 CDKN1B CENPM CENPS CHEK1 ERCC6L EXO1 FANCD2 GINS2 GMNN HDAC2 MAD2L1 MCM2 MCM5 MCM7 MND1 MSH2 MSH6 PCNA PRIM1 PTTG1 RACGAP1 RAD21 RFC2 RFC3 RFC4 RMI1 RPA3 SMC2 SMC3 SUV39H2 TDP1 ZWINT QI_PBMC_ZOSTAVAX_AGE_50_75YO_CORRELATED_WITH_CONTRACTION_OF_VZV_SPECIFIC_T_CELLS_PEAK_TO_28DYAT_1DY_NEGATIVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/QI_PBMC_ZOSTAVAX_AGE_50_75YO_CORRELATED_WITH_CONTRACTION_OF_VZV_SPECIFIC_T_CELLS_PEAK_TO_28DYAT_1DY_NEGATIVE AGAP6 ANXA2R APEH APOBEC3G ARHGAP9 ARHGEF1 ARID4B ATP2B1-AS1 ATP5PD ATP5PF BLZF1 BOLA2 C12orf57 C1QBP C4orf3 C7orf50 CAMKK2 CARD14 CASP1 CCDC93 CD79B CD8A CDK13 CDK2AP2 CLTB COMMD3 COMMD6 COX7B CUTA CXCR3 DAB2 DDX17 DPP9 DRAP1 DTYMK DUSP1 DUSP19 DUSP23 DYNLRB1 DYRK2 EEF1B2 EEF1D EEIG1 EIF3M ELMOD3 ERH FAM238B FAM72B FAU FCAR FUT6 GALNT3 GDPD1 GNG11 GNL3L GRK5 GTF2E2 GZMA HMGN1 HTATIP2 IFI27L2 ISY1 ITM2A KCNH6 KLHL28 KLRB1 KLRF1 LILRA5 LRPPRC M6PR MAFF MARCHF6 MBD4 MBP MBTD1 METTL26 MICOS13 MIF MRPL14 MRPL20 MRPL41 MRPL51 MRPL54 MRPS33 MSL3 MT1E MTHFS NAA20 NCK1 NDUFA12 NDUFA13 NDUFB5 NDUFS5 NFAT5 NFATC2IP NME1-NME2 NSUN5 NT5C3A OCIAD2 PCYOX1 PDPK1 PLEKHA1 PNPT1 POLE4 PPIAL4A PPP1R16B PRDX1 PRMT2 PSMB1 PTPRC PTPRCAP PVALB PYCARD RAB27A RBM12B RETREG2 RHOC RNASE2 RO60 RPL11 RPL13P5 RPL14 RPL17 RPL18A RPL23 RPL26 RPL27 RPL35 RPL36 RPL4 RPS17 RPS26 RPS27 RPS27A RPS27L RPS29 RPS3A RPS5 RPS6KA4 RRAGA RTEL1 S100P SAMD4B SEPTIN6 SF1 SF3A3 SF3B5 SH2D2A SIVA1 SLC31A1 SLC39A1 SMIM26 SNHG5 SNRPD2 SPINT1 SRSF7 SS18L2 STAG3L2 STMN3 TAF12 TCP1 TDRD1 TMA7 TMEM160 TMEM218 TMEM238 TMEM256 TMEM9B TNFSF15 TOMM22 TOMM6 TOMM7 TPT1 TRAPPC1 TRAPPC4 TRIM38 TRIR TUFM TXNDC17 TYMP U2AF1 UBE2Z UGP2 UNC50 UPP1 UQCR10 USF2 VPREB3 VPS25 WASH3P ZBP1 ZBTB40 ZNF483 ZNF598 ZNF69 ZNF91 ZSWIM8 QI_PBMC_ZOSTAVAX_AGE_50_75YO_CORRELATED_WITH_CONTRACTION_OF_VZV_SPECIFIC_T_CELLS_PEAK_TO_28DY_AT_1DYPOSITIVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/QI_PBMC_ZOSTAVAX_AGE_50_75YO_CORRELATED_WITH_CONTRACTION_OF_VZV_SPECIFIC_T_CELLS_PEAK_TO_28DY_AT_1DYPOSITIVE ABHD5 ACAP2 ADAR ADD1 ADGRE2 ADGRE3 ADGRE5 ADPRS AKIRIN2 ALDH2 ALOX5 AMY2A ANTXR2 AP1M1 ARAP3 ARF1 ARHGAP25 ARHGAP30 ARHGDIB ARID1A ARPC5 ATP6V1B2 B4GALT5 BANP BNIP3L BTF3 BTN2A1 CAB39 CALM2 CAMK2G CAP1 CAPNS1 CCR2 CD14 CD300A CD300LF CDC42 CFAP58 CHD1 CHST15 CITED2 CLEC16A CLIC4 CLINT1 CLNS1A CMIP CPQ CPSF1 CPVL CREBBP CTDSP2 CTNNA1 CXCR2 CYBA CYBB CYSLTR1 CYTIP DCAF12 DCAF7 DENND5A DERL1 DIP2B DNAJB6 DPYD EFTUD2 EIF3L EIF4A3 EIF4E3 ELF2 EMILIN2 ERGIC1 ERICH1 ESS2 EXO5 FBXO33 FBXO7 FCGR3B FGR FNBP1 FNDC3B FOS FOXO3 FRAT1 GAB2 GAB3 GABARAPL2 GAS7 GATD3 GDI2 GIMAP8 GLB1 GNAI2 GPC1-AS1 GRN GTPBP4 HARS2 HCFC1 HDAC1 HERPUD1 HHEX HLA-B HLA-DRA HLA-DRB3 HMGB2 HNRNPA2B1 HSPA1A IFIH1 IGF2BP2 IK IRF2BP2 IST1 ITGB1BP1 ITGB2 IWS1 JAK1 JARID2 KDM2B KDM3B KHDC4 KIF5B L3MBTL2 LCP1 LILRA6 LIMS1 LMO2 LPAR2 LRP10 LRRK2 MAN2B2 MARCKS MED16 MLKL MMP25 MORC2-AS1 MORF4L1 MTMR14 MTMR3 MYADM MYH9 NAAA NABP1 NACA NARF NCF1C NCOA1 NCOA4 NCOA6 NFE2 NIBAN1 NKTR NOMO1 NOTCH1 NPL NUCB1 NUP93 PARP1 PCBP1 PCBP2 PCMTD1 PDE7A PDLIM7 PGAM1 PGAM4 PGRMC2 PHIP PLCG2 PLSCR1 POGK POTEF PPP1R21 PPP4R1 PPT1 PRKCB PRKCD PRR13 PSAP PSMB10 PSME4 PTBP1 PTBP3 RAB11FIP1 RAB24 RAC2 RAF1 RALBP1 RB1CC1 RBL2 RBM33 RBM47 RERE RESF1 RFTN1 RHOG RIPOR1 RNASET2 RNF103 RNF114 RNF13 RNF130 RNF145 RNF149 RNF19A RNF34 RNF40 ROCK2 RRBP1 RTF2 RUNDC1 RXRA SARAF SCAF11 SDE2 SDF4 SEC14L1 SELENOS SELL SERF1B SERPINA1 SGK1 SH3GLB1 SH3KBP1 SHCBP1 SIGLEC10 SIGLEC14 SLA SLC6A6 SLC7A5 SLCO3A1 SMAP2 SMNDC1 SNCA SNRK SOD2 SON SP3 SPAG9 SPEN SRSF5 ST13P4 ST6GAL1 STAT3 STX4 SYPL1 TACC1 TAGLN2 TALDO1 TCN1 TFDP1 TGFBR2 THUMPD1 TIPARP TLR1 TLR4 TM2D3 TMBIM1 TMED7 TMEM140 TMEM158 TMEM179B TMEM87A TNFAIP6 TNFRSF1A TNFRSF1B TOMM20 TRIM58 TRIP12 TRMT5 TSC22D3 TTC27 TUBB TXK UBA7 UBAP1 UBC UBE3C UVSSA VPS26B VSIR WAC WAS WBP2 WDR1 WDR37 WLS YBX3 YIPF6 YWHAB ZC3H4 ZC3H7A ZC3HAV1 ZFAND5 ZHX2 ZMIZ1 ZNF217 QI_PBMC_ZOSTAVAX_AGE_50_75YO_CORRELATED_WITH_EXPANSION_OF_VZV_SPECIFIC_T_CELLS_TO_PEAK_AT_1DY_NEGATIVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/QI_PBMC_ZOSTAVAX_AGE_50_75YO_CORRELATED_WITH_EXPANSION_OF_VZV_SPECIFIC_T_CELLS_TO_PEAK_AT_1DY_NEGATIVE ANKRD35 AP2S1 APOBEC3D ARID4B ARMH1 ASS1 ATP5PF ATRAID BNIP3L BOLA2 C12orf57 C1QBP C7orf50 CA1 CARD14 CD200 CD52 CD79B CDK11A CHRNB3 CLC CLTB CLUHP3 COMMD6 COPZ1 COX6C CXorf38 DAB2 DHX29 DPM2 DPP9 DRAP1 DTYMK DYRK2 EEF1B2 EEF1D ELMOD3 EVI5 FAM72B FBXL15 FUCA2 GIMAP5 GNL3L GPX4 GTF3A GZMA H2AC18 H4C3 HDAC7 HINT1 HMGCR HMGN1 ITM2A LILRA5 MARCHF6 MCOLN1 MRPL14 MRPL20 MRPL23 MRPL36 MRPL41 MRPL51 MRPL54 MRPS24 MRPS33 MSL3 MT1E NAA20 NBPF20 NDUFA1 NDUFA13 NDUFB2 NDUFB3 NFAT5 NSUN5 NUDT1 OCIAD2 PASK PCYOX1 PLEKHB2 PQBP1 PSMA3 PSMA4 PSMA6 PSMC3 PVALB RAB27A RAD23A RBM12B RHOC RINL RNASE2 RO60 RPL11 RPL27 RPL4 RPL6 RPL7L1 RPS17 RPS27 RPS27L RPS5 RRAS SEC22C SEPTIN6 SERF2 SF1 SF3B5 SH2D2A SIVA1 SNHG5 STAG3L2 TMA7 TMC6 TMEM238 TOMM6 TOMM7 TPT1 TRIM25 TRIM38 TXNDC17 TYMP U2AF1 UBE2H UBE2Z UQCRHL UQCRQ USP48 VPREB3 VPS25 VTI1B WASH3P YBX1 ZNF160 ZNF511 ZSWIM8 QI_PBMC_ZOSTAVAX_AGE_50_75YO_CORRELATED_WITH_EXPANSION_OF_VZV_SPECIFIC_T_CELLS_TO_PEAK_AT_1DY_POSITIVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/QI_PBMC_ZOSTAVAX_AGE_50_75YO_CORRELATED_WITH_EXPANSION_OF_VZV_SPECIFIC_T_CELLS_TO_PEAK_AT_1DY_POSITIVE ABHD5 ACAP2 ADD1 ADGRE3 ADGRG1 ADPRS AKIRIN2 ALDH2 ALOX5 ALOX5AP AMY2A ANTXR2 AP1M1 ARAP3 ARHGAP25 ARHGAP30 ARHGDIB ARPC5 ATP8B2 B4GALT5 B9D2 BANP BTG1 BTN2A1 C5AR1 CAB39 CALM2 CALML4 CAMK2G CAST CCND3 CCR2 CD14 CDK5R1 CHD1 CHST15 CITED2 CLEC16A CLEC2D CMIP CPQ CSF2RA CTDSP1 CTDSP2 CTNNB1 CTSS CXCR2 CXCR4 CYRIB CYSLTR1 CYTIP DDX3X DENND5A DHRS9 DHX38 DPEP2 DPYD EFHD2 EIF3L EIF4G2 ERICH1 EVI2B EXO5 FADD FAM8A1 FBXO33 FBXO7 FEZ2 FGD3 FLI1 FNBP1 FNDC3B FOXN3 FPR1 FRAT1 GAB2 GABARAP GALM GLB1 GPR162 GPR65 HERPUD1 HLA-B HLA-F HLA-H HNRNPH3 HSPA1A HSPA6 ICAM3 IL1R2 IRF2BPL IST1 ITGB2 IWS1 JAK1 JARID2 KDM2B KDM3B KIAA0319L KIF5B KLHL22 KLHL24 L3MBTL2 LAMP2 LILRB2 LILRB3 LMBRD1 LPAR2 LPIN2 LRG1 LRP10 LRRC25 LRRC47 LRRK2 LSP1 MAN2B2 MANSC1 MAP3K14 MAP4K4 MBP MED16 MED6 MFSD1 MKNK1 MLKL MME MMP25 MOB1A MPPE1 MTMR14 MTMR3 MTMR6 MXD1 MYADM MYH9 N4BP2L2 NABP1 NFE2 NPL OSBPL2 PAM PANX2 PARP1 PCBP1 PDE7A PDLIM7 PECAM1 PELI1 PFN1 PGAM1 PGAM4 PGD PGRMC2 PLCG2 PLOD1 PNISR POGK POTEKP PPP1R18 PPP1R21 PPT1 PRR13 PRRC2C PRSS23 PSAP PTBP3 PTOV1 QPCT RAB11FIP1 RAB35 RASSF2 RASSF5 RB1CC1 RBL2 RBM33 RCBTB2 REPS2 RESF1 RHOG RIPOR1 RNF130 RNF145 RNF149 RNF19A RNF38 RNPEP RUNX2 RXRA SARAF SCYL1 SDHD SEC14L1 SELL SERPINA1 SGK1 SGSM2 SH3KBP1 SIGLEC10 SIGLEC14 SIPA1 SIRPA SKIC2 SLC11A1 SLC40A1 SLC6A6 SLCO3A1 SMAD4 SMAP2 SNRK SOD2 SPAG9 SPG21 SPI1 STAT3 STK26 STX4 TACC1 TAGLN2 TALDO1 TCN1 TGFBR2 TGOLN2 TM2D3 TMED7 TNFRSF10B TNFRSF1B TOMM20 TRIM8 TSC22D3 TST TTC27 TUBA1A TUBB TXK TXNIP UBAP1 UBE3C UBXN4 UPF2 VNN3P VRK3 VSIR WAS WLS YWHAH ZMIZ1 ZNF106 ZNF586 QI_PBMC_ZOSTAVAX_AGE_50_75YO_CORRELATED_WITH_T_CELL_RESPONSES_1D_INFORMATIVE_OF_LONG_TERM_RESPONSES_NEGATIVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/QI_PBMC_ZOSTAVAX_AGE_50_75YO_CORRELATED_WITH_T_CELL_RESPONSES_1D_INFORMATIVE_OF_LONG_TERM_RESPONSES_NEGATIVE ANXA1 CAMK1D CCR2 EEF1A1 ENO1 FTL GAPDH IL6ST KLF2 LGALS1 LILRA5 MRPL41 RPS27 QI_PBMC_ZOSTAVAX_AGE_50_75YO_CORRELATED_WITH_T_CELL_RESPONSES_EXPANSION_AND_CONTRACTION_1D_NOT_INFORMATIVE_OF_LONG_TERM_RESPONSES_POSITIVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/QI_PBMC_ZOSTAVAX_AGE_50_75YO_CORRELATED_WITH_T_CELL_RESPONSES_EXPANSION_AND_CONTRACTION_1D_NOT_INFORMATIVE_OF_LONG_TERM_RESPONSES_POSITIVE APOBEC3G CCL5 CCR2 CD14 CX3CR1 CXCR2 CYSLTR1 HLA-G ITGB2 JAK1 RXRA SELL SIGLEC10 STAT3 TSC22D3 WAS QUEREC_MODEL_PBMC_YF_17D_VACCINE_AGE_18_45YO_3DY_PREDICTIVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/QUEREC_MODEL_PBMC_YF_17D_VACCINE_AGE_18_45YO_3DY_PREDICTIVE ACKR3 ALDH3B1 ASGR2 ATP6V1E1 BCKDK BIRC3 BNIP3L C1QB CALR CAMKK2 CD69 CENPB CRAT CTSB CXCR6 EIF4G3 ETV3 FBXO15 FERMT3 GAA GAS2L1 GBGT1 GPR18 HBB HTRA4 IMPDH1 JUN NAPRT NRGN PNPLA6 PRAM1 RAB8B RGS1 SAT2 SLC16A5 SLC2A6 SMARCD3 STK17A TBC1D7 TCEAL4 TEP1 TMEM176A TMEM176B TNFSF14 TUFM ZFP82 ZNF606 ZYX QUEREC_MODEL_PBMC_YF_17D_VACCINE_AGE_18_45_7DY_PREDICTIVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/QUEREC_MODEL_PBMC_YF_17D_VACCINE_AGE_18_45_7DY_PREDICTIVE ACKR3 ADSS1 ALDH16A1 ASGR2 BIRC3 BNIP3L C8orf82 CPEB3 CTBP1 DCAF12 DEFA4 EIF2AK4 EIF4G3 EMILIN2 FBXO15 GPR18 HBA1 HBB HBZ HEATR3 ITGAL MEF2A MYL4 NANS NAPRT NDRG2 PRAM1 SAT2 SLC25A13 SLC2A6 SLC39A11 SLC47A1 SPON2 TMOD1 ULK2 ZEB1 ZSWIM5 QUEREC_PBMC_YF_17D_VACCINE_AGE_18_45YO_3DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/QUEREC_PBMC_YF_17D_VACCINE_AGE_18_45YO_3DY_UP C3AR1 CD38 CXCL10 DDX60 DDX60L DHX58 EIF2AK2 HERC5 IFI27 IFI44 IFI44L IFI6 IFIH1 IFIT1 IFIT2 IFIT3 IL10 IRF7 ISG15 LAMP3 LGALS3BP MX1 MX2 MYOF NEXN OAS1 OAS2 OAS3 OASL PARP12 PARP9 PLSCR1 PNPT1 RASA2 RGL1 RIGI RSAD2 SAMD9 SAMD9L SERPING1 STAT1 TLR7 TMEM255A TRIM22 TRIM5 XAF1 QUEREC_PBMC_YF_17D_VACCINE_AGE_18_45YO_7DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/QUEREC_PBMC_YF_17D_VACCINE_AGE_18_45YO_7DY_UP C3AR1 CD38 CXCL10 DDX60 DDX60L DHX58 EIF2AK2 HERC5 IFI27 IFI44 IFI44L IFI6 IFIH1 IFIT1 IFIT2 IFIT3 IL10 IRF7 ISG15 LAMP3 LGALS3BP MX1 MX2 MYOF NEXN OAS1 OAS2 OAS3 OASL PARP12 PARP9 PLSCR1 PNPT1 RASA2 RGL1 RIGI RSAD2 SAMD9 SAMD9L SERPING1 STAT1 TLR7 TMEM255A TRIM22 TRIM5 XAF1 RECHTIEN_PBMC_RVSV_ZEBOV_AGE_18_55YO_1DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RECHTIEN_PBMC_RVSV_ZEBOV_AGE_18_55YO_1DY_UP CCL2 CXCL10 HERC5 IFIT1 ISG15 LAMP3 NFKB1 NFKB2 RSAD2 USP18 RICHERT_PBMC_HIV_LIPO_5_AGE_37_48YO_STIMULATED_VS_UNSTIMULATED_0W_14W_METALLOTHIONEIN_SUBSET_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RICHERT_PBMC_HIV_LIPO_5_AGE_37_48YO_STIMULATED_VS_UNSTIMULATED_0W_14W_METALLOTHIONEIN_SUBSET_UP MT1A MT1E MT1F MT1G MT1H MT1M MT1X MT2A RICHERT_PBMC_HIV_LIPO_5_AGE_37_48YO_STIMULATED_VS_UNSTIMULATED_14W_INTERFERON_SUBSET_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RICHERT_PBMC_HIV_LIPO_5_AGE_37_48YO_STIMULATED_VS_UNSTIMULATED_14W_INTERFERON_SUBSET_UP IFI35 IFNG SOCS1 STAT1 TAP1 RICHERT_PBMC_HIV_LIPO_5_AGE_37_48YO_STIMULATED_VS_UNSTIMULATED_14W_SIGNIFICANT_VARIATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RICHERT_PBMC_HIV_LIPO_5_AGE_37_48YO_STIMULATED_VS_UNSTIMULATED_14W_SIGNIFICANT_VARIATION_UP CCL3L1 CXCL9 IFNG IL2RA IL6 TNFAIP6 RICHERT_PBMC_HIV_LIPO_5_AGE_37_48YO_STIMULATED_VS_UNSTIMULATED_14W_TOP_FUNCTIONAL_NETWORK_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RICHERT_PBMC_HIV_LIPO_5_AGE_37_48YO_STIMULATED_VS_UNSTIMULATED_14W_TOP_FUNCTIONAL_NETWORK_UP CCL1 CCL3L1 CD69 CXCL6 CXCL9 EBI3 GBP1 IDO1 IFNB1 IFNG IL15RA IL1A IL24 IL36G PSMB9 RIPK2 SOCS1 SOCS2 STAT1 TAP1 TAP2 TFPI2 TLR10 TNFRSF18 TNFRSF4 UBD UHMK1 SCHERER_PBMC_APSV_WETVAX_AGE_18_32YO_2_TO_4DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHERER_PBMC_APSV_WETVAX_AGE_18_32YO_2_TO_4DY_DN ADSL ATP5PO CCL5 CD3D COL21A1 CRIP1 CSTB DGUOK DRG1 EIF3F ENG FNTA GLIPR1 GRIA1 HMGCL IGKC IL15RA KLRB1 LIMCH1 MRPL3 MRPL58 PATJ PEX7 PLA2G1B POLR2H RNASE6 RPL12 RPL13A RPL19 RPLP1 RPS21 RPS4Y1 S100A4 SLC25A20 TRO TTK TXNDC5 UQCR11 SCHERER_PBMC_APSV_WETVAX_AGE_18_32YO_2_TO_4DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHERER_PBMC_APSV_WETVAX_AGE_18_32YO_2_TO_4DY_UP ADM ANKRD22 ANXA3 AQP9 ATF3 ATG2A BCL2A1 BCL6 C2 CD63 CEACAM1 CEBPB CLSTN3 CXCL10 CXCR1 DNM1 DSC2 DYSF FCGR1A FCGR2B FCGR3A FGL2 FPR1 GAB2 GBP2 GCH1 HBB HBD HERC5 HLX HMCES ICAM1 IER3 IFI44 IFI44L IFIT1 IFIT3 IGF2R IL15 IRF1 KCNJ15 LAP3 LIMK2 MCL1 MX1 MXD1 NAMPT NFIL3 OR2V2 PFKFB3 PTPRJ RSAD2 SERPING1 SLC12A7 SLC35A2 SOCS3 SOD2 STAT1 TBXT UBE2L6 VNN2 WARS1 ZNFX1 SCHERER_PBMC_APSV_WETVAX_AGE_18_32YO_50_TO_60DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHERER_PBMC_APSV_WETVAX_AGE_18_32YO_50_TO_60DY_DN ADORA2A APOL3 ARRB1 ASGR1 ASH2L ATP6V1B2 ATP6V1C1 ATP6V1E1 BCAP31 BCAT2 BTN3A2 BTN3A3 C3AR1 CACNA2D3 CCDC22 CCN5 CCR2 CCT3 CD1C CD300LF CD79B CD8B CEBPA CISD3 CISH CLU COMT CORO1A CSF1R CSNK2A1 CTSZ CTTN CX3CR1 CYP27A1 DAXX DDX23 DOK2 DTX2 DYNLL1 ECHS1 EDC4 EIF2B2 EMG1 ENTR1 FARSA FBP1 FES FGL2 FGR FKBP15 GBA1 GLB1 GOSR2 GTF2H4 HEXA HMGCL HSD17B4 HSPA1B HSPA8 HYAL2 ICAM2 ING4 KAT5 KCNE3 KCNH2 KEAP1 KIAA0930 KIF3C LAIR1 LARP4 LASP1 LAT LMAN2 LPXN MAPK11 MCM3 MCRS1 METTL13 MYBPH NANS NBR1 NFS1 NIPSNAP1 NUBP1 NUDT2 NUP62 OAS1 OPRL1 PAAF1 PDGFA PDZK1 PHB1 PIM1 PIM3 PPP1R11 PRMT5 PRPF6 PSEN1 PTDSS1 PTPN6 PTRH1 PUF60 RAB32 RAB8A RBM4 RGS14 RGS3 RPA2 RTCB SASH3 SEPHS1 SH2D3C SLC25A20 SLC31A2 SNRNP40 SPIB SPOP SRCAP SRSF5 STYXL1 SUPT16H TCL1A TICAM2 TLN1 TLR5 TLR8 TM9SF1 TNFSF10 TNFSF13 TRIM21 TWF2 UROD UTP14A VAMP8 VCL VGLL4 VIPAS39 VPS35 VPS45 VPS72 ZNF154 ZNF226 ZNF692 SCHERER_PBMC_APSV_WETVAX_AGE_18_32YO_50_TO_60DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHERER_PBMC_APSV_WETVAX_AGE_18_32YO_50_TO_60DY_UP ACAD9 ACBD5 ADM ADNP2 AFAP1 AGFG1 ANKLE2 AREG ARID5A ATG2A ATM ATP1B3 B4GALT4 BCL2A1 BTG3 CASP3 CBLB CCNE1 CCNL1 CD47 CD55 CDC73 CDKN1B CDKN2C CFI CHD1 CLEC2B CLK1 CLSTN3 COL4A5 CREM CRH CRTAM CRYBG1 CSNK1A1 CXCL8 CXCR2 CXCR4 DCAF11 DCTN6 DLL1 DNTTIP2 DUSP12 DYRK1A EIF1B ELAC1 ERH ETF1 ETS2 FN1 FNBP4 G0S2 GADD45A GALNT3 GNG10 HBP1 HCK HERC1 HERPUD1 HIF1A HMCES HNRNPA3P1 HPGD HSPA13 ID2 IDS IFNGR1 IL13 IL18 INSIG1 IRS2 JARID2 KDM6A LAMTOR5 LITAF LMO4 LPIN1 LUC7L3 MAP4K5 MCL1 MPP7 MTREX MXD1 MXI1 NAMPT NDC80 NDUFV2 NIBAN1 NKRF NR4A2 OSGIN2 P2RY10 PDE4B PDK4 PER1 PFKFB3 PHF12 PIK3R1 PIP5K1A PLAT PNN POLR3E PPM1A PPM1B PRKCH PRKDC PRMT3 PRPS1 PSMC5 PTBP2 PTP4A1 PTPN22 RABGGTB RASA2 RBBP6 RGPD5 RIPK2 RNF103 RSRC2 RTF1 RUNX1 S100P SAR1A SBDS SC5D SEC63 SERINC1 SESN1 SETD2 SLC16A6 SLC7A5 SMAD3 SMNDC1 SNIP1 SNRPE SOD2 SRGN STIM1 STRAP TAF13 TAS2R5 TGFBR3 THBD TLE1 TMED10 TNC TNFAIP3 TNKS2 TOB1 TRIM13 TRIM23 TTC32 UBE2D3 UQCRFS1 USP14 USP48 UVRAG WDR26 YES1 ZBTB1 ZFP36L2 ZFP91 ZKSCAN1 ZNF267 ZNF281 ZNF326 ZNF394 ZNF451 ZNF625 SCHERER_PBMC_APSV_WETVAX_AGE_18_32YO_5_TO_7DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHERER_PBMC_APSV_WETVAX_AGE_18_32YO_5_TO_7DY_DN A2M ABCC5 ABLIM1 ADH5 ADSL AKR1B1 ALDH3A1 ALOX5AP ARL4C ATP2B4 ATP5PO AXIN1 B4GALT3 BIN1 C12orf57 CBLB CBX7 CCDC107 CCL5 CCR7 CD19 CD1C CD2 CD3D CD3G CD79B CD8A CD8B CD99 CDC25B CHML CLIC4 COL21A1 CRIP1 CYFIP2 DBF4 DCAF8 DEXI DGKD DGUOK DHRS3 DLX4 ECI2 EEF1B2 EI24 EIF2S1 ESYT1 EXPH5 F11R FBLN5 FCGBP FGFBP2 FLNB FOXO1 GATA3 GRAP GZMA GZMB GZMH GZMK GZMM HADH HINT1 HSPA4 HUNK HYAL2 ICAM3 IGHG1 IGKC IGLL1 IL11RA IL16 IL18 IL18R1 IL18RAP IL24 IL7R INPP4B ITGAE ITM2A ITPKB KAT6A KCNN4 KIF22 KLRB1 KLRC2 KLRC3 KMT2A LAT LCK LDHB LIMCH1 LLGL2 LTB MAX MDC1 MDN1 MRNIP MRPS21 MS4A1 NAP1L4 NCAM1 NELL2 NR1D1 NSG1 OSER1 P2RX5 PASK PCED1B PDE3B PEBP1 PELP1 PHF20 PHYHIP POC1B PPP6C PRKCH PRKCQ PRSS1 PUF60 RAB33A RASGRP2 RETREG3 RGS14 RHOH RNASE6 RPA2 RPL10A RPL12 RPL13 RPL13A RPL14 RPL23A RPL35 RPL37 RPL9 RPS10 RPS15A RPS16 RPS18 RPS21 RPS27 RPS28 RPS29 RPS3A RPS4Y1 SAE1 SERPINF1 SH2D1A SKAP1 SLC38A1 SMPD1 SNHG32 SNRPN SORL1 SOX10 SPIB SPOCK2 SPTBN1 SRPK2 TACR1 TAF7 TARP TCF3 TCF7 TCL1A TMC6 TMEM8B TNPO1 TOM1L1 TPD52 TRAF3IP3 TSPAN4 TTC3 TTC9 TTK TXK UBB VARS2 WDR54 XIAP XYLB ZAP70 ZNF211 ZNF266 ZNF496 ZNF526 ZNF692 SCHERER_PBMC_APSV_WETVAX_AGE_18_32YO_5_TO_7DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHERER_PBMC_APSV_WETVAX_AGE_18_32YO_5_TO_7DY_UP ACP2 ACP3 ADAP2 ADGRE1 ADM AIF1 AIM2 ALDH1A1 ALDH3B1 ALPK1 ANKRD22 ANXA2 ANXA4 ANXA5 AP1S2 APOBEC3B APOL1 APOL3 AQP9 ARNT ARPC3 ARRB1 ATF3 ATF5 ATOX1 ATP1B3 ATP6V1B2 BACH1 BAZ1A BCL2A1 BCL6 BLVRA BST1 C1QA C1QB C2 C3AR1 CALCOCO2 CAMK2D CAPG CASP1 CASP4 CASP5 CASP7 CAST CCR1 CD163 CD36 CD40 CD63 CD74 CEBPB CES1 CLSTN3 CNIH4 CPVL CREG1 CTNNA1 CTSB CTSL CTSO CTSS CXCL10 CXCL9 CYBB CYFIP1 CYFIP2 DHRS9 DNAJC15 DNM1 DPYD DSC2 DSG2 DTX3L DYSF EFHD2 EIF4A1 ELF4 EMILIN2 EPB41L3 ETF1 ETV7 FAS FBXL5 FCGR1A FCGR2B FCGR3A FCN1 FGL2 FKBP15 FN1 FPR1 FPR2 FUBP1 GBP1 GBP2 GCA GCH1 GCNT2 GK GLB1 GLRX GLS GNB4 GNG10 GRB2 GRN GSDMD GSTO1 GYG1 HCK HERC5 HLA-B HLA-DOA HLA-DPA1 HLA-DPB1 HLA-DQB1 HLA-DRA HLA-DRB1 HP ICAM1 IDO1 IFI27 IFI30 IFI35 IFI44 IFI44L IFI6 IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 IFITM2 IFITM3 IFNGR2 IGSF6 IL13 IL13RA1 IL15 IL15RA IL1RN IRF1 IRF2 IRF7 IRF9 ISG15 ITM2B JAK2 KIAA0930 KLF4 KLHL8 LAP3 LGALS3BP LGALS9 LHFPL2 LILRA3 LILRB1 LILRB3 LIMK2 LIPA LMO2 LPGAT1 LST1 LTBR LY6E LYN MARCKS MARCO MCL1 MICU1 MNDA MS4A6A MT1F MT1M MTHFD2 MX1 MX2 MYD88 NANS NAPA NCF1 NCF2 NCKAP1L NFX1 NIBAN1 NKG7 NLRP3 NPC2 NUP62 OAS1 OAS2 OGT PDP1 PDXK PEA15 PFKFB3 PLSCR1 PLXNB2 PPP1R21 PRDX2 PSAP PSMA4 PSMA6 PSMB10 PSMB2 PSMB3 PSMB9 PSME1 PSME2 PTTG1IP PYHIN1 RAB24 RBMS1 RCN1 RHOG RIPK2 RNF149 RNF175 RNPEP RSAD2 RTCB S100A9 SCARB2 SCP2 SDF2 SEPTIN4 SERPINA1 SERPING1 SH2B3 SIRPA SIRPB1 SLAMF8 SLC31A2 SLC35A2 SLC43A3 SLC8A1 SLC9A9 SMPDL3A SNX10 SOCS3 SOD2 SORT1 SP110 SPTLC2 SRBD1 ST3GAL4 ST3GAL5 STAT1 STAT2 STOM TAF9B TAP1 TAP2 TBX19 TCF7L2 TEC TFEC TGOLN2 THEMIS2 TJP2 TLR1 TLR2 TLR8 TMSB15A TNFRSF1B TNFSF10 TNFSF13 TNNT1 TPM4 TRAFD1 TRIM21 TRIM22 TRIM34 TSPO UBE2D3 UBE2L6 USP18 VRK2 WARS1 WDFY1 XAF1 ZNF264 ZNF671 ZNFX1 SCHERER_PBMC_APSV_WETVAX_AGE_18_40YO_5_TO_7DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHERER_PBMC_APSV_WETVAX_AGE_18_40YO_5_TO_7DY_DN CBLB CD2 CD79B FGFBP2 FLNB GRAP HYAL2 IL24 ITPKB LLGL2 MS4A1 NAP1L4 OSER1 P2RX5 RPL12 SKAP1 SLC38A1 SNHG32 SPIB SPOCK2 TARP SCHERER_PBMC_APSV_WETVAX_AGE_18_40YO_5_TO_7DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHERER_PBMC_APSV_WETVAX_AGE_18_40YO_5_TO_7DY_UP ALDH1A1 APOL1 ATOX1 C1QB C3AR1 CAMK2D CD40 CES1 FN1 GLS HLA-DPB1 HLA-DRA IRF1 IRF2 IRF7 LILRA2 LIMK2 NFX1 SLC8A1 SORT1 SPTLC2 TJP2 TNFRSF1B ZNF671 SCHERER_PBMC_APSV_WETVAX_AGE_18_40YO_JOINT_TO_VACCINIA_AND_YELLOW_FEVER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHERER_PBMC_APSV_WETVAX_AGE_18_40YO_JOINT_TO_VACCINIA_AND_YELLOW_FEVER_UP ANXA2 APOBEC3B BLVRA CD74 CEBPB CREG1 EIF4A1 FCGR3A FPR2 GLRX HERC5 HSBP1 IFI27 IFI30 IFI44 IFI44L IFI6 IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 IFITM2 IFITM3 IL1RN IRF9 ISG15 LAP3 LGALS3BP LMO2 LY6E MARCKS MT1M MX1 MX2 OAS1 OAS2 PLSCR1 PSMA4 PSMA6 PSMB9 PSME1 PSME2 PYHIN1 SERPINA1 SERPING1 SP110 TAP1 TNFSF10 TRIM21 TRIM22 UBE2D3 USP18 VRK2 XAF1 SCHERER_PBMC_YF_VAX_AGE_18_40YO_4_TO_7DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHERER_PBMC_YF_VAX_AGE_18_40YO_4_TO_7DY_DN ACAA1 ACP5 ACVRL1 ADCY9 AKAP8L AKR7A2 ALDH16A1 AMD1 APRT ARF5 ARFGAP1 ARHGAP27 ARHGAP4 ARL4C ARL6IP4 ATP5MJ AVP B4GALT3 BANP BCR BPIFB2 BRAT1 BTF3 C12orf57 CACNA2D3 CBX7 CCDC88B CCM2 CCNI CCT3 CCT4 CCT7 CD244 CD3D CHAT CHCHD5 CHFR CHGA CHMP1A CLPP CLPTM1L COL6A2 CORO1A CTNNBIP1 CTU1 CUTA CXXC5 CYBC1 CYTH4 DBP DCBLD2 DENND4B DHX30 DPP7 DUOXA2 DUSP15 EDARADD EEF1B2 EEF1D EEF1G EEF2 EGLN2 EIF3E EIF3F EIF3L EIF4B ENO1 FAAP100 FAR2 FBXL15 FBXW5 FHIP1B FKBP2 FLNA FOXC1 GATD3 GJC1 GPR156 GPR78 GTPBP6 GUK1 HADHA HCLS1 HMGB1 ICAM3 IGLV1-44 IL24 INKA1 INPPL1 IRGC ITGA6 JMJD8 KDELR1 KIF1C KIF22 KLRB1 KRT18 LCE1E LDHB LIF LRP1 LRRC45 LTA4H LTB MAD2L2 MAGEA3 MAP7D1 MAST1 MBD3 MCM7 MEGF8 MMS19 MN1 MOB2 MRPL28 MTMR14 MYO1G NCLN NDUFB8 NDUFV1 NEUROG1 NEUROG3 NKG7 NME3 NMRK2 NPEPL1 OTOS OTUD7A P4HB PAF1 PCSK1N PDLIM2 PLEC PLIN1 PMEPA1 PNRC1 POLM PPFIA4 PPP1R12C PPP1R37 PRB3 PREB PRPF6 PRR15 PRRC2B PSMC5 PSTPIP1 PYGB QARS1 RABL6 RACK1 RBM10 RBM38 RDH13 RGL2 RHOT2 RMND5A RPL10 RPL10A RPL11 RPL13 RPL15 RPL18 RPL18A RPL22 RPL22L1 RPL23A RPL3 RPL35A RPL36 RPL37A RPL39 RPL5 RPL6 RPL7A RPL9 RPS10 RPS11 RPS13 RPS14 RPS15 RPS15A RPS17 RPS2 RPS21 RPS27A RPS3 RPS3A RPS4X RPS5 RPS6 RPS7 RPSA S100A5 SEC61A1 SESN2 SF3A2 SFI1 SGSH SGTA SIPA1 SLC13A5 SLC22A8 SLC25A6 SLC2A4RG SLC4A1 SNAI3 SNHG29 SNRNP200 SPEF1 SPSB3 SRSF1 SRSF5 STK11 STX4 TBCA TCF25 TCF3 TCOF1 TMC6 TMEM121 TMEM259 TMEM63A TNFAIP8 TNRC6C TOMM7 TOP2B TRABD TSC22D4 TSPAN4 TSSC4 TUFM UBA52 UBXN1 VAV1 VPS28 VPS35 VPS51 VWA5B2 WDR18 ZAP70 ZBTB45 ZC3H11A ZNF423 ZNF681 SCHERER_PBMC_YF_VAX_AGE_18_40YO_4_TO_7DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHERER_PBMC_YF_VAX_AGE_18_40YO_4_TO_7DY_UP A2ML1 ABCB1 ABR ADIPOR2 AKIP1 ALAS1 ALYREF ANXA2 AP3S1 APAF1 APEX2 APOBEC3A APOBEC3B APOD AQP1 ARHGAP1 ASB4 ATG3 ATP6V0E1 ATP6V1G1 BCL2L14 BET1L BEX4 BLVRA CACNA2D2 CALCOCO1 CAV2 CCL25 CCL8 CCR5 CCT5 CD177 CD53 CD74 CD86 CDC45 CDK12 CDKN1C CDX4 CEACAM7 CEBPA-DT CEBPB CEP57 CHD5 CHMP2B CHMP5 CHST15 CHST2 CIAO2A CISD2 CMPK2 COP1 COX5A CREG1 CSDC2 CSF1R CST4 CTBP2 CTH CX3CR1 CYP3A43 DAZAP2 DDA1 DEFB105A DHX58 DNAJA1 DNAJC2 DNAJC5 DOCK10 DRAP1 DSE DSTN DUSP11 DYNLT1 EBNA1BP2 EGR4 EIF2AK2 EIF4A1 EIF4E ERH ETV6 FCGR3A FERMT2 FERMT3 FGF6 FGR FLVCR2 FOXN3 FOXO3 FPR2 GBP5 GDA GLRX GMPR GNAS GNPTG GP1BA GPR137C GSTK1 GTF3C6 H2AZ2 H3-3A H3-3B H3-4 H3C1 H3C11 H3C12 H3C3 H3C7 H3C8 HAND1 HCFC1 HCN3 HERC5 HERC6 HEXIM1 HJURP HMGN2 HMOX1 HNRNPA3P1 HNRNPC HNRNPU HS3ST4 HSBP1 HSH2D HSPH1 HYPK IER5 IFI27 IFI30 IFI44 IFI44L IFI6 IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 IFITM2 IFITM3 IFNA10 IFNA17 IGSF3 IL17A IL1RN IL2RG IRF9 ISG15 ISG20 ITGAM JDP2 JUNB JUND KCNH2 KCNJ10 KLF14 KLHL28 KLRA1P KMT5C KPTN KRTAP4-11 KRTCAP2 LAP3 LARP1 LARS2 LBX2-AS1 LENG8 LGALS3BP LILRB2 LIMD2 LMO2 LRP5L LRRC3B LRRC4C LSM6 LY6E LZTS1 MAD2L1BP MAFB MAL2 MAN2B2 MAP3K5 MARCKS MARK4 MBTPS1 MCM2 MDH1 MKRN3 MNT MPEG1 MRPL10 MS4A7 MT1G MT1M MT1X MT2A MTF1 MTREX MX1 MX2 NBN NCAPG2 NCBP3 NCOA1 NEK7 NF1 NFKBIA NHLH2 NISCH NMI NMNAT3 NOTCH2 NOTCH3 NPHP1 NRBF2 NRBP2 NUCKS1 OAS1 OAS2 OAS3 OASL OR1Q1 OR4K17 P2RY10 PALM2AKAP2 PARG PARP12 PARP9 PBX3-DT PCOLCE PDCD10 PDHA1 PECAM1 PHF2 PIM3 PINLYP PLAC8 PLAG1 PLEK PLSCR1 PMM2 PPAN PRR13 PSMA4 PSMA6 PSMB9 PSMD10 PSME1 PSME2 PTP4A1 PTP4A2 PTPN2 PYCR2 PYHIN1 RAB11FIP4 RABGAP1L RABL2B RBX1 RFPL3 RFWD3 RGS14 RHO RIGI RMI1 RNF220 RRM2 RTP4 RWDD3 S100A11 SAMD9 SAMD9L SARDH SASH1 SAT1 SBF2 SCAMP2 SCFD1 SCO2 SDC3 SDK2 SEC61B SERPINA1 SERPINB10 SERPING1 SF3B1 SHISA5 SIDT2 SIGLEC7 SLC23A3 SLC25A22 SLC26A5 SLITRK2 SMAD6 SMARCC2 SNAI2 SNRPE SNRPG SNX5 SOWAHA SOX9 SP110 SPATS2L SPRY4 SRC SRI SRPX SSR1 STAB2 STARD13 STAT6 STMN4 STRN4 SYNGR3 TAF6 TAGLN3 TAP1 TAS2R5 TBX6 TDRD7 TENT5A TFDP3 THRB TMEM106A TMPRSS11E TNFAIP2 TNFSF10 TNFSF13B TNK2 TRHDE TRIM21 TRIM22 TRIM8 TRIP12 TRMT112 TSPAN9 TUBA1A TXNDC15 TYR TYROBP UBE2D3 UHMK1 USP18 VRK2 WDR49 WFDC3 XAF1 YEATS2 ZBTB20 ZC3H4 ZCCHC2 ZCCHC8 ZFP36L2 ZHX3 ZMIZ1 ZNF24 ZSCAN10 SCHERER_PBMC_YF_VAX_AGE_18_40YO_ANYD_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHERER_PBMC_YF_VAX_AGE_18_40YO_ANYD_DN APRT ATP5MJ BRAT1 CCNI COL6A2 CORO1A DPP7 EGLN2 EIF4B FBXW5 LIF NDUFV1 PRB3 RPS13 RPS2 RPS7 SLC25A6 TMEM259 VAV1 SCHERER_PBMC_YF_VAX_AGE_18_40YO_ANYD_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHERER_PBMC_YF_VAX_AGE_18_40YO_ANYD_UP APOD CACNA2D2 HAND1 LIMD2 NHLH2 NRBP2 PYCR2 SYNGR3 TAGLN3 THRB SCHERER_PBMC_YF_VAX_AGE_18_40YO_JOINT_TO_VACCINIA_AND_YELLOW_FEVER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHERER_PBMC_YF_VAX_AGE_18_40YO_JOINT_TO_VACCINIA_AND_YELLOW_FEVER_UP ANXA2 APOBEC3B BLVRA CD74 CEBPB CREG1 EIF4A1 FCGR3A FPR2 GLRX HERC5 HSBP1 IFI27 IFI30 IFI44 IFI44L IFI6 IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 IFITM2 IFITM3 IL1RN IRF9 ISG15 LAP3 LGALS3BP LMO2 LY6E MARCKS MT1M MX1 MX2 OAS1 OAS2 PLSCR1 PSMA4 PSMA6 PSMB9 PSME1 PSME2 PYHIN1 SERPINA1 SERPING1 SP110 TAP1 TNFSF10 TRIM21 TRIM22 UBE2D3 USP18 VRK2 XAF1 SCHERER_PBMC_YF_VAX_OR_APSV_WETVAX_AGE_18_40YO_JOINT_TO_VACCINIA_AND_YELLOW_FEVER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHERER_PBMC_YF_VAX_OR_APSV_WETVAX_AGE_18_40YO_JOINT_TO_VACCINIA_AND_YELLOW_FEVER_DN ARL4C B4GALT3 C12orf57 CBX7 CD3D EEF1B2 ICAM3 KIF22 KLRB1 LDHB LTB RPL10A RPL13 RPL23A RPL9 RPS10 RPS15A RPS21 RPS3A TCF3 TMC6 TSPAN4 ZAP70 SOBOLEV_PBMC_PANDEMRIX_AGE_18_64YO_1DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SOBOLEV_PBMC_PANDEMRIX_AGE_18_64YO_1DY_UP CD40 CD86 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 IRF1 IRF2 IRF7 IRF9 MYD88 NOD2 STAT1 TAP1 TLR1 TLR2 TLR4 TLR6 TLR7 TLR8 SOBOLEV_PBMC_PANDEMRIX_AGE_18_64YO_7DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SOBOLEV_PBMC_PANDEMRIX_AGE_18_64YO_7DY_DN APOBEC3A APOBEC3B CXCL10 CXCL9 GBP1 GBP2 GBP4 GBP5 IDO1 IFI27 IFI30 IFI35 IFI44 IFIT1 IFIT2 IFIT3 IFITM1 IFITM2 IFNAR1 IFNAR2 IFNGR1 IFNGR2 MX1 MX2 OAS1 OAS2 OAS3 OASL PSMB8 SERPINA1 SERPING1 TRIM22 WARS1 SOBOLEV_PBMC_PANDEMRIX_AGE_18_64YO_CORRELATED_WITH_AGE_1DY_POSITIVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SOBOLEV_PBMC_PANDEMRIX_AGE_18_64YO_CORRELATED_WITH_AGE_1DY_POSITIVE AK1 C1D CACNA1I CACNA2D2 CARD16 CD28 CD38 DOCK4 EEF2 ENO2 FGFBP2 HDAC4 IGFBP3 IL11RA KIF21B LIM2 LOC100505915 LPAR1 MCOLN2 MXI1 NETO2 NLRP1 OPTN PRSS23 PYCR1 SYNE1 SYNM TBX21 TNFRSF1A VPS37A SOBOLEV_PBMC_PANDEMRIX_AGE_18_64YO_HIGH_VS_LOW_RESPONDERS_MEDIUM_HIGH_ADVERSE_EVENTS_SCORE_1DY_CORRELATED_WITH_TRANSITIONAL_B_CELLS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SOBOLEV_PBMC_PANDEMRIX_AGE_18_64YO_HIGH_VS_LOW_RESPONDERS_MEDIUM_HIGH_ADVERSE_EVENTS_SCORE_1DY_CORRELATED_WITH_TRANSITIONAL_B_CELLS_UP BANK1 CD19 CD22 CD72 CD79B CNR2 EBF1 FCER2 FCRL1 FCRL2 FCRLA LARGE1 MS4A1 NIBAN3 P2RX5 PAWR PCDH9 RUBCNL SETBP1 TSPAN13 VMO1 SOBOLEV_PBMC_PANDEMRIX_AGE_18_64YO_HIGH_VS_LOW_RESPONDERS_MEDIUM_HIGH_ADVERSE_EVENTS_SCORE_1DY_TRANSIENT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SOBOLEV_PBMC_PANDEMRIX_AGE_18_64YO_HIGH_VS_LOW_RESPONDERS_MEDIUM_HIGH_ADVERSE_EVENTS_SCORE_1DY_TRANSIENT_UP BCL2L14 CNDP2 IDO1 KRT9 LNX2 LRRC75B METTL6 PLAAT4 RMI2 TGM2 SOBOLEV_PBMC_PANDEMRIX_AGE_18_64YO_LOW_VS_MEDIUM_HIGH_ADVERSE_EVENT_SUBJECTS_0DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SOBOLEV_PBMC_PANDEMRIX_AGE_18_64YO_LOW_VS_MEDIUM_HIGH_ADVERSE_EVENT_SUBJECTS_0DY_DN CD163 CLEC4D GLT1D1 HK2 LYZ NRG1 SIRPA TMEM121B SOBOLEV_PBMC_PANDEMRIX_AGE_18_64YO_MEDIUM_HIGH_ADVERSE_EVENTS_SCORE_1DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SOBOLEV_PBMC_PANDEMRIX_AGE_18_64YO_MEDIUM_HIGH_ADVERSE_EVENTS_SCORE_1DY_DN GLIPR1 PLB1 SULT1A2 SULT1A4 VIPR1 SOBOLEV_PBMC_PANDEMRIX_AGE_18_64YO_MEDIUM_HIGH_ADVERSE_EVENT_SUBJECTS_1DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SOBOLEV_PBMC_PANDEMRIX_AGE_18_64YO_MEDIUM_HIGH_ADVERSE_EVENT_SUBJECTS_1DY_UP BANK1 C8G CD19 CD22 CD72 CD79A CD79B CFH CNR2 CXCR5 DENND5B DOK7 EBF1 FAM30A FCER2 FCRL1 FCRL2 FCRL5 FCRLA GPR20 L1TD1 LARGE1 LINC00926 MEG3 MOXD1 MS4A1 MTSS1 NIBAN3 P2RX5 PAWR PCDH9 PPP1R17 RPS26 RUBCNL SETBP1 SYT17 TNFRSF13C TSPAN13 VMO1 SOBOLEV_PBMC_PANDEMRIX_AGE_18_64YO_RESPONDERS_VS_NONRESPONDERS_7DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SOBOLEV_PBMC_PANDEMRIX_AGE_18_64YO_RESPONDERS_VS_NONRESPONDERS_7DY_UP CD38 ELL2 ERLEC1 FKBP11 GGH GLDC IGHV1-69 IGHV3-48 IGKC IGKV1D-8 IGLL1 ITM2C JCHAIN KRT81 MANF MZB1 SDC1 SEC11C TNFRSF17 TRAM2 TXNDC5 UCHL1 SOBOLEV_T_CELL_PANDEMRIX_AGE_18_64YO_1DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SOBOLEV_T_CELL_PANDEMRIX_AGE_18_64YO_1DY_UP CD247 CD3D CD3E CD3G CD8A CD8B CXCL10 CXCL9 FYN LAT LCK MAP4K1 NFATC1 NFATC2 NFATC3 PAG1 PLCG1 PRF1 PRKCQ RASGRP1 RASGRP2 SLA2 ZAP70 SOBOLEV_T_CELL_PANDEMRIX_AGE_18_64YO_7DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SOBOLEV_T_CELL_PANDEMRIX_AGE_18_64YO_7DY_DN CD247 CD3D CD3E CD3G CD8A CD8B FYN LAT LCK MAP4K1 NFATC1 NFATC2 NFATC3 PAG1 PLCG1 PRF1 PRKCQ RASGRP1 RASGRP2 SLA2 ZAP70 THAKAR_PBMC_INACTIVATED_INFLUENZA_AGE_21_30YO_NONRESPONDER_28DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/THAKAR_PBMC_INACTIVATED_INFLUENZA_AGE_21_30YO_NONRESPONDER_28DY_DN ADGRL1 ATG4B ATP2A2 BHLHE40 CBX4 CES2 CIDEB COMT CSAD DCAF7 EIF4H ENTPD4 ENTPD6 EXOSC2 FLII FUBP3 FYN GTF3C1 GUSB HLA-C IL32 ITGAL ITGB2 MAF MIAT NDUFB4 NPIPA1 NXF1 OSBPL7 PITPNM1 PLOD3 PNKP PNPLA6 RANBP3 RAP1GAP2 RHOT2 RNASEH1 RPL10 S100A10 SCAND1 SDE2 SDF4 SF1 SLC35B2 SLC3A2 SLCO3A1 SLFN13 SNORA64 SNORD35B SNORD4A SNORD68 SRPK2 STAT6 TM9SF4 TNFSF12 TOGARAM2 TTLL3 VPS52 WDFY2 WWP2 YPEL2 ZFHX3 ZNF362 ZYX THAKAR_PBMC_INACTIVATED_INFLUENZA_AGE_21_30YO_NONRESPONDER_28DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/THAKAR_PBMC_INACTIVATED_INFLUENZA_AGE_21_30YO_NONRESPONDER_28DY_UP ABCC4 ABHD10 ABI1 ACBD3 ADO AFTPH AGL ARHGAP24 ARL5A ARL8B ARMC1 ARMCX3 ASNSD1 BAZ2B BCL11A BET1 BIRC2 BLCAP BLOC1S5 BTLA C12orf76 C5orf15 C6orf62 CAND1 CCDC117 CD52 CEPT1 CERS6 CGGBP1 CHCHD4 CHD9 CLIC4 CLK4 CLN5 CMTR2 CNOT6 COBLL1 CUL4B CWF19L2 DARS1 DCP2 DDX1 DIPK2A DMAC1 DNAJA2 DNAJC10 DNAJC15 DOCK11 EFR3A EIF2S1 EIF4G2 FAM104A FAM104B FAM117B FAM13B GART GCC1 GEMIN6 GGPS1 GLUD1 HAPSTR1 HDAC2 HLTF HMGCS1 HSDL2 IFRD1 IGIP IPO11 IRF2BP2 IVNS1ABP KBTBD8 KIF20B KLHL9 KRCC1 LAMTOR3 LARP4 LPAR5 LRRC8D LYPLAL1 MAP3K1 MAP3K7 MED7 MEF2C MIEF1 MIS18BP1 MKKS MOB3C MOSPD2 MRPL50 MSANTD4 MTMR10 NAP1L1 NCOA3 NGLY1 NIN NIPBL NOC3L NUDT21 NUP54 PAK2 PARM1 PCM1 PCMTD1 PDS5A PIGN PJA2 PNP PPAT PPM1B PPP1R14A PPP4R3A PTK2 PUM2 RAB33B RAB8B RAMAC RB1CC1 RBM15 RBPMS2 RFX7 RMI1 RNF149 RNF20 RNGTT RPRD1A RSBN1 SAMD9 SCYL2 SEC23IP SERBP1 SH3BP5L SIRT1 SLC38A2 SLMAP SMCHD1 SNRPG SP3 ST8SIA4 STAP1 STAT5A TAPT1 TBC1D9 TBL1XR1 TCAIM TCF12 TMEM60 TOMM70 TOP2B TRAK2 TXNDC9 UBASH3B UPF2 USP1 USP38 VPS26A VPS36 VPS37A VPS41 XRN1 YTHDF3 ZBTB33 ZNF146 ZNF189 ZNF26 ZNF263 ZNF302 ZNF322 ZNF451 ZNF480 ZNF518A ZNF613 ZNF615 ZNF816 ZNF845 THAKAR_PBMC_INACTIVATED_INFLUENZA_AGE_21_30YO_NONRESPONDER_7DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/THAKAR_PBMC_INACTIVATED_INFLUENZA_AGE_21_30YO_NONRESPONDER_7DY_DN ACO2 ACVR1B ADGRL1 ALDOA ARPC3 ATG4B ATP2A2 ATXN1L B4GALT5 BHLHE40 BRPF1 CAMK2N1 CD99 CIDEB CLOCK CLSTN1 CSAD CSTB CUX1 DCAF7 DNASE1L1 DUSP18 ECH1 EIF4H ELF4 ENTPD4 EP300 FLII FYN HERPUD1 IL32 ITFG2 ITGAL ITGB2 KLF13 KMT2A LAG3 MAF MBD2 MIAT MIDEAS NLRC5 NPIPA1 OSBPL7 PITPNM1 PPP1CA PRKCSH PSMC4 PTGER2 RAI1 RANBP3 RAP1GAP2 RHOT2 RMDN3 SDE2 SDF4 SEC22C SIGMAR1 SLCO3A1 SLFN13 SMARCC2 SMPDL3A SRPK2 STAT6 TBC1D9B TM9SF4 TNFSF12 TUBA1C YPEL2 ZFHX3 ZFPM1 ZYX THAKAR_PBMC_INACTIVATED_INFLUENZA_AGE_21_30YO_NONRESPONDER_7DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/THAKAR_PBMC_INACTIVATED_INFLUENZA_AGE_21_30YO_NONRESPONDER_7DY_UP ABHD10 ACBD3 AGL AKAP8L ALCAM ALG6 ARHGAP24 ARMC1 ATG101 BAZ2B BCL11A BCLAF1 BIRC2 BLCAP BST2 BTLA C5orf15 C6orf62 CEPT1 CERS6 CHCHD4 CHD9 CHSY1 CLN5 CMTR2 CNOT6 COBLL1 COX15 CPED1 CPSF3 CUL4B DCP2 DDX1 DMAC1 DNAJA2 DNAJC10 DNAJC15 DOCK11 EFR3A EIF2S1 EIF4G2 EMG1 EXOC6 FAM104A FAM117B FAM13B FAR1 FOXN2 GANAB GFM1 GLE1 GLUD1 HAPSTR1 HDAC2 HMGCS1 HSDL2 ICAM3 KRCC1 LPAR1 LRPPRC MAP3K1 MAP3K7 MAT2A MATR3 MKKS MOSPD2 MRPL27 MSL3 MTMR10 NECAP2 NIN NIPBL NOC3L PAK2 PAPOLA PDS5A PFDN5 PIGN PJA2 PPM1B PPP2R5A PPP4R3A PPP6R3 PSMC1 PUM2 RAB10 RAB33B RAB8B RABGAP1 RB1CC1 RCN1 RFX7 RMI1 RNF20 RPRD1A SCYL2 SERBP1 SLC18B1 SLC38A2 SLC43A3 SLMAP SRPRB ST8SIA4 STAT5A TDG TMEM123 TOP2B TRAK2 TUT7 TXNDC9 UPF2 USF1 USP38 USP7 VPS13C VPS41 WDFY1 XRN1 YTHDF3 ZBTB33 ZNF146 ZNF26 ZNF263 ZNF322 ZNF451 ZNF480 ZNF518A THAKAR_PBMC_INACTIVATED_INFLUENZA_AGE_21_30YO_RESPONDERS_28DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/THAKAR_PBMC_INACTIVATED_INFLUENZA_AGE_21_30YO_RESPONDERS_28DY_DN AAK1 ABHD18 ABHD3 ABL1 ABR ACAD11 ACADVL ACCS ACSS2 ACVR1B ADA2 ADAM15 ADAM19 ADAM8 ADAP1 ADCY7 ADGRE5 ADGRG1 ADHFE1 ADISSP AGAP4 AGAP6 AHR AIRE AKAP13 AKAP17A AKR1D1 AKT1 ALAD ALDH2 ALDOA ALG9 ALKBH6 ALOX5 AMT AMY2A ANKDD1A ANKMY1 ANKRD11 ANKRD30B ANKRD36 ANKRD36B ANKS1A ANXA11 AP1G2 AP1M1 AP3D1 AP4B1 APBB3 APOBR APOL3 ARAF ARFGAP2 ARHGAP1 ARHGAP27 ARHGAP33 ARHGAP4 ARID3B ARL16 ARL17A ARL17B ARRDC3 ARRDC5 ASAH1 ASCC2 ASPSCR1 ATG2A ATG4B ATP13A1 ATP2A2 ATP6AP1 ATP6V0A1 ATXN1L AXIN1 B4GALT5 BCKDK BCL3 BCS1L BHLHE40 BICRA BMAL1 BRAT1 BRD9 BRI3 BTBD2 BTN2A1 BTN3A1 C11orf21 C15orf39 C1orf162 C21orf58 C2orf69 C6orf136 C9orf72 CACNA1I CACNA2D4 CAPS CARD9 CARM1 CARNS1 CASP8 CASZ1 CAT CBLB CBX6 CCL3 CCL3L1 CCM2 CCNL1 CCR6 CD1C CD300C CD302 CD33 CD74 CDAN1 CDC37 CDC42EP3 CDC42EP4 CDH23 CDK10 CDK11B CDK5RAP1 CDK5RAP3 CDK9 CDKN1C CEBPB CELF2 CENATAC CEP131 CEP192 CERK CES2 CFAP418 CFD CFL1 CHFR CHKB CHN2 CIDEB CLCN6 CLCN7 CLDN15 CLDND2 CLEC16A CLEC7A CLIP4 CLK3 CLN3 CLSTN1 CMIP CMTM4 CMTM7 CNDP2 CNN2 CNNM3 COMT COPE COPS7B COQ10A COTL1 COX19 COX8A CPNE1 CPSF1 CRCP CREB1 CREBBP CREBZF CRTAP CSAD CSF1R CSF2RA CSF3R CSGALNACT2 CSNK1D CSNK1E CSNK1G2 CST3 CTC1 CTRL CTSB CUEDC1 CUX1 CWC25 CXCL16 CXXC1 CXorf65 CYB561 CYBA CYC1 CYTH1 CYTH2 CYTH4 D2HGDH DAGLB DAPP1 DDX56 DEF8 DENND1C DENND3 DENND6B DGKA DGKQ DGLUCY DHRS1 DICER1 DIDO1 DIP2A DLL1 DMAP1 DNAAF5 DNAH1 DNAJC28 DNASE1L1 DNMT1 DOCK2 DOP1B DPAGT1 DPEP2 DUS1L DUS3L DUSP18 DVL3 DYSF E2F4 E4F1 EBLN2 ECHDC2 EFHD2 EHBP1L1 EIF1 EIF4E2 EIF4H ELF4 ELMO2 EMD EML3 ENG ENGASE ENO3 ENTPD4 ENTPD6 EP300 EPM2AIP1 EPN1 ERAL1 ETV3 EVL EXOSC10 FAAP100 FAM156A FAM156B FARSB FBP1 FBXL6 FBXW9 FCER1G FCGR2A FCGRT FCN1 FES FGD3 FGR FKBP15 FKTN FLII FN3KRP FNIP1 FOXJ2 FRAT2 FRS3 FTL FUBP3 FUT4 FXYD5 GAB2 GABPB2 GAK GAL3ST4 GALT GARRE1 GAS7 GFOD1 GGA3 GHDC GIT2 GJC1 GMDS GMEB2 GMIP GNG7 GOLGA8B GON4L GPR137 GPR162 GPS1 GPS2 GRAMD1A GRAMD4 GRK2 GRN GSDMB GSE1 GSTK1 GSTM1 GSTM2 GTPBP3 GTPBP6 GUSB H3-5 HAUS2 HCFC1 HCG27 HELZ2 HERPUD1 HES4 HEXD HGS HIC2 HINT3 HK3 HLA-DMA HLA-DQA1 HLA-DRB1 HLA-DRB4 HNMT HNRNPM HOXB2 HPS1 HPS4 HSH2D HSPA7 ICA1 IDH3G IDUA IER5 IFFO1 IFI44L IFITM2 IFITM3 IKBKB IKBKG IL10 IL10RA IL11RA IL18 IL18BP IL18RAP IL2RB IMPDH1 INIP INTS1 INTS3 INTS4 IP6K1 IQCN IQSEC1 IRF1 IRF4 IRF7 IRF9 ITFG2 ITGA5 ITGAL ITGAX ITGB2 ITIH4 ITIH5 ITPR3 JAK1 JARID2 JMJD8 KAT2A KATNB1 KATNIP KCNMB1 KCTD13 KDELR1 KDM2A KDM5D KHNYN KIAA0319L KIAA0930 KIF21B KIF22 KIR2DL3 KLF10 KLF13 KLF6 KLHL3 KRBA1 KRT72 KRT73 KXD1 LAG3 LILRA3 LILRA6 LILRB1 LILRB3 LINC00954 LMTK3 LPCAT3 LPIN1 LRCH4 LRP10 LRP5L LRRC14 LRSAM1 LSS LST1 LTBP4 LTO1 LUC7L LYN LYZ LZTR1 MAEA MAN1B1 MAN2A2 MAN2B1 MAN2C1 MAP3K8 MAP4K1 MAP7D1 MAPK8IP3 MARCHF1 MAST3 MAU2 MBD1 MBD2 MBD6 MCM3AP MCM7 MCM8 MCOLN2 MDC1 MED16 MED25 MEF2D MEGF6 METTL17 METTL3 MFSD10 MFSD3 MICAL1 MIDEAS MIDN MIIP MILR1 MKNK1 MKNK2 MMP23B MMS19 MNDA MNT MOB3A MOGS MPEG1 MTCH1 MUTYH MX1 MXD1 MXD4 MYADM MYO18A MYO9B MYOF MZF1 N4BP1 NAA16 NADSYN1 NAGK NAGPA NAPRT NBPF10 NBPF11 NBPF14 NBPF3 NCF1 NCF4 NCLN NCSTN NDE1 NDST2 NDUFB4 NDUFV1 NECAP1 NFATC2IP NFIC NIBAN2 NINJ1 NISCH NKTR NLRC5 NLRP1 NLRP2 NME3 NMRAL1 NOL12 NOL6 NOP2 NOTCH1 NPEPL1 NPIPA1 NPIPB15 NPRL3 NR2C1 NRBP2 NRROS NSMF NSUN5 NSUN5P1 NSUN5P2 NUAK2 NUCB1 NUP62 NXF1 OCEL1 OCIAD1 ODF3B ORC6 OSBPL7 OTULINL OXA1L P2RX7 P4HTM PABPC1 PABPC1L PAN2 PARP10 PARVG PATJ PATL2 PAXX PBX4 PCED1A PCED1B PCNT PCSK7 PDE4C PDPR PDXDC1 PEMT PFKFB3 PFKL PGAM1 PGAP3 PGS1 PHACTR4 PHF19 PI4KA PI4KAP1 PI4KAP2 PIAS4 PIEZO1 PIGQ PIGT PIK3R2 PILRA PILRB PITPNM1 PLA2G4B PLAGL1 PLAGL2 PLAUR PLCB2 PLCH2 PLCXD1 PLD3 PLEKHM1 PLEKHM2 PLSCR1 PLSCR3 PLXNB2 PNISR PNMA3 PNPLA6 PNPT1 POFUT2 POLG POLM POLR1C POLR2J2 POLR2J3 PPOX PPP1CA PPP1R12C PPP1R15A PPP1R18 PPP1R35 PPP1R3E PPTC7 PRAM1 PRDX2 PRKCD PRKCSH PRKRIP1 PRKY PRR14 PRSS53 PRXL2A PSAP PSMC4 PSMD12 PSTPIP1 PTCD1 PTPRE QPCT QRICH1 QSOX2 QTRT2 RAB11FIP1 RAB12 RAB24 RAB27A RAB40C RABL2B RAD54L2 RAF1 RAI1 RALGPS1 RANBP3 RAP1GAP2 RAPGEF1 RARA RASAL3 RASGRP4 RAX2 RBCK1 RBM14 RBM23 RBM33 RDH5 REC8 RELCH RENBP REPIN1 REXO1 RHBDF2 RHOG RHOT2 RIPOR1 RIPOR2 RNASEH1 RNASET2 RNF115 RNF126 RNF165 RNF216 RNF44 RNFT1 ROCK2 RPL10 RPL7L1 RSRP1 RUNX3 RUSC1 RUSF1 S100A10 S100A11 S100A4 S100Z SAFB2 SBF1 SCAP SCNM1 SCO2 SCPEP1 SDE2 SEC14L1 SEC22C SEC24C SEPTIN7P2 SEPTIN9 SERPINA1 SETDB1 SF1 SF3B1 SF3B4 SGSM2 SH3GLB2 SHCBP1 SHFL SIK3 SKIC2 SLC11A1 SLC12A9 SLC15A3 SLC16A12 SLC16A5 SLC22A18 SLC25A22 SLC25A28 SLC25A42 SLC26A11 SLC26A6 SLC27A3 SLC2A3 SLC2A8 SLC2A9 SLC3A2 SLC44A4 SLC4A5 SLC7A6 SLC8B1 SLCO3A1 SLFN13 SMAP2 SMARCA4 SMARCC2 SMARCD1 SMCR5 SMG5 SMPDL3A SND1-IT1 SNORA61 SNORA67 SNORD10 SNORD35B SNORD36C SNORD4A SNRNP70 SNX1 SNX27 SNX29 SPATA20 SPEN SPG21 SPG7 SPHK2 SPI1 SPNS1 SPOCK2 SPSB3 SPTAN1 SREBF1 SRRM2 SRRT SRSF2 SRSF4 SSH3 STAG3L1 STAG3L2 STAG3L3 STAT2 STAT6 STING1 STK10 STK25 STK36 STK40 STRADA STRIP2 STX16 STX4 SUGP1 SUGP2 SULT1A1 SULT1A2 SULT1A3 SULT1A4 SUN1 SUSD6 SYNJ2BP SYVN1 TAF1C TAF6L TAGLN TBC1D2 TBC1D3G TCAF1 TCEA2 TCF25 TCIRG1 TEPSIN TGOLN2 THOC6 TICAM1 TINF2 TJAP1 TLR6 TM9SF4 TMEM131 TMEM131L TMEM138 TMEM150A TMEM164 TMEM175 TMEM176A TMEM179B TMEM259 TNF TNFRSF10B TNFRSF14 TNFRSF1B TNFRSF25 TNFSF12 TNK2 TNNI2 TOGARAM2 TOM1 TOP3A TOP3B TP53I13 TPCN2 TPM2 TRABD TRAF1 TRAPPC14 TRIM22 TRIM44 TRIM5 TRIM66 TRIM8 TRMT1 TRPC4AP TRPT1 TRRAP TSPAN32 TTC31 TTF2 TTLL3 TUBG2 TUBGCP5 TUBGCP6 TUT4 TXNRD2 TYK2 TYROBP U2AF1L4 UBA7 UBR4 UBXN11 UCKL1 ULK1 UNC119 UNK UPK3BL1 USP3 USP32 USP36 USP4 UTRN UVRAG VAMP1 VASH1 VIPR1 VPS16 VPS52 VPS9D1 VSIR WAS WASH3P WASHC1 WDFY2 WDR37 WDR54 WDR59 WDR6 WDR73 WRAP73 WWP2 XPO6 YJU2 YJU2B YPEL2 ZBTB40 ZBTB48 ZC3H12A ZC3H3 ZDHHC1 ZDHHC8 ZFHX3 ZFP36 ZFP36L2 ZFYVE26 ZMIZ1 ZMIZ2 ZMYND15 ZNF142 ZNF223 ZNF275 ZNF296 ZNF346 ZNF362 ZNF430 ZNF467 ZNF486 ZNF493 ZNF503 ZNF513 ZNF526 ZNF548 ZNF573 ZNF598 ZNF669 ZNF674 ZNF746 ZNF786 ZNF827 ZNF839 ZSCAN18 ZXDC ZYX ZZEF1 THAKAR_PBMC_INACTIVATED_INFLUENZA_AGE_21_30YO_RESPONDERS_28DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/THAKAR_PBMC_INACTIVATED_INFLUENZA_AGE_21_30YO_RESPONDERS_28DY_UP ABCC3 ABCE1 ABLIM3 ACRBP ACSBG1 ACVR1 ADD3 ADK ADPRM AGFG1 AHCTF1 AKAP11 AKAP7 ALG5 ALG6 ALOX12 AMD1 ANAPC10 ANAPC16 ANKRD12 ANKRD13A ANKRD46 ANTXR2 AQP10 ARFIP1 ARL6IP5 ARL8B ARPC5 ASAP2 ASB8 ATG5 ATP6V1G1 ATP9A BAX BAZ2B BBOF1 BCL2 BCL2L1 BCLAF1 BEX3 BMI1 BMP6 BMPR2 C12orf76 C1GALT1 C1GALT1C1 C1orf198 C2orf88 C6orf62 CABP5 CALD1 CAMLG CAPN1-AS1 CAST CAVIN2 CBFB CCDC34 CCDC6 CCDC65 CCDC90B CCDC91 CCNB1IP1 CCNG1 CCSER2 CD226 CD3G CD8B CDC23 CDKN2AIP CDV3 CELA1 CENPK CEP20 CFAP36 CGRRF1 CHD9 CHM CHSY1 CLDN5 CLEC1B CLEC2D CLIC4 CLK4 CNOT7 COPB1 COPG2 COPS8 CORO1C COX7A2L CPD CREBRF CTDSPL CYP4V2 DAB2 DCAF12 DEK DENR DHX29 DIAPH2 DIPK2A DLEU1 DMTN DNAJB9 DNAJC15 DNM3 DOCK11 DPY30 DYNLL1 EBAG9 ECHDC1 EEF1B2 EIF1AX EIF4G2 EMC3 ENSA EPC1 ERGIC2 ERH ESAM ETF1 F13A1 FAM172A FAXDC2 FBXO33 FEZ2 FHL1 FHL2 FKBP3 FLI1 FOXN3 FRMD3 FRYL FUNDC1 G3BP1 GALNT1 GASK1B GFM1 GIMAP2 GIN1 GLRX GMPR GNA12 GNB5 GOPC GPBP1 GPR160 GPR183 GRB14 GTF2F2 GTF3A GTSCR1 GUCY1A1 GYPC H2AC11 H2AC6 H2BC11 H2BC21 H2BC5 H2BC9 H3C10 H3C14 H3C7 H4C8 HBA1 HBA2 HBD HBG2 HECA HIGD1A HMGB1 HMGN4 HPF1 HPGD HSD17B12 IDI1 IFRD1 IGF2BP2 ING3 INPP4B INTS6 INTS8 IRF2BP2 IRF2BPL ISCA1 ITGAE ITGB3 ITGB5 IVNS1ABP JKAMP KIF2A KIFC3 KLHL28 KLHL9 KLRC2 LAMP2 LAPTM4B LARP7 LAX1 LCLAT1 LEPROT LEPROTL1 LIMS1 LINC01011 LRBA MAP3K1 MAP3K7 MAP3K7CL MARCHF7 MAST4 MAT2B MAX MEIS1 METTL23 METTL7A MEX3C MFAP1 MFHAS1 MFSD1 MFSD6 MGLL MMADHC MMD MORF4L1 MPL MRPL13 MRPL21 MRPL3 MRPL42 MRPL47 MRPS28 MRPS35 MSANTD3 MTDH MTF2 MTMR6 MTPN MTURN MTX2 MYL4 MYLK N4BP2L2 NACA4P NAP1L1 NCK1 NCK2 NDUFAB1 NDUFV2 NELL2 NFIB NGDN NKRF NMD3 NOSIP NPTN NRGN NSA2 NT5C3A NT5M NUCB2 NUCKS1 NUDT21 NUP54 NUP88 NXT2 OPTN ORC3 OSBP2 OSBPL11 OSBPL8 OSTM1 PAIP2 PAQR8 PCDHGB6 PCMT1 PCMTD1 PDCD10 PDLIM1 PGRMC1 PHAX PHIP PI4K2B PIGY PIK3R1 PIM1 PIP4P2 PLCL2 PLEKHA8P1 POC1B PPP1R14A PPP1R2 PPP4R3B PRDX6 PRKAB2 PRNP PRORP PROS1 PRPF18 PSMA2 PSMA3 PSMA4 PSMC6 PSMD14 PTCRA PTEN PTGER4 PTGES3 PTGS1 PTMA PTPN12 PTPN22 PURA RAB10 RAB11A RAB21 RAD21 RB1CC1 RBBP7 RBM27 RBM34 RCAN1 RDH11 RETREG1 RGS10 RGS18 RIMOC1 RIOK2 RIT1 RNA5S9 RNASEH2B RNF11 RNF138 RNY1 RPA1 RPL15 RPL34 RPS3A RPS6KB1 RTRAF RYBP SAMD14 SAP18 SCGB1C1 SDHAF3 SEC62 SELENOT SERINC1 SERP1 SH3BGRL2 SINHCAF SLC35B3 SLC39A8 SLITRK4 SMC2 SMOX SNCA SNORA12 SNORD32A SNORD33 SNORD48 SNORD62B SNORD8 SOD1 SOX4 SP3 SPARC SPAST SPC25 SRBD1 SRP72 SRSF1 SRSF3 SSBP1 ST8SIA4 STAG2 STAP1 STOM STRADB SUZ12 TAPT1 TAX1BP1 TBC1D15 TBCA TBK1 TBPL1 TC2N TCF12 THOC7 TIMM9 TLK1 TM9SF2 TMED5 TMEM123 TMEM126A TMEM140 TMEM14A TMEM14B TMEM158 TMEM30A TNFSF4 TNNC2 TNPO1 TOMM7 TP53INP1 TPM1 TREML1 TSC22D1 TSC22D2 TSPAN9 TSTD1 TUBA3D UBE2D2 UBE2E1 UBE2Q2 UBE2V2 UBLCP1 UBP1 UBQLN1 UBQLN2 UCHL3 UGCG VAMP7 VASP VDAC3 VRK1 VWF WTAP XK YBEY YEATS4 YIPF4 YPEL5 YWHAH ZBTB4 ZBTB8OS ZC3H11B ZC3H15 ZCCHC7 ZFAND1 ZFAS1 ZNF17 ZNF189 ZNF318 ZNF559 THAKAR_PBMC_INACTIVATED_INFLUENZA_AGE_21_30YO_RESPONDERS_7DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/THAKAR_PBMC_INACTIVATED_INFLUENZA_AGE_21_30YO_RESPONDERS_7DY_DN AAK1 ABHD18 ABHD3 ABR ACAD11 ACADVL ACSS2 ACVR1B ADA2 ADAM19 ADAM8 ADCY7 ADGRE5 ADHFE1 AGAP4 AGAP6 AHR AIRE AK1 AKAP13 AKAP17A AKT1 ALAD ALDOA ALKBH6 ALOX5 AMT AMY2A ANKMY1 ANKRD11 ANKRD36 ANKRD36B ANXA11 AP1G2 AP4B1 APBB3 ARAF ARHGAP1 ARHGAP27 ARHGAP33 ARHGAP4 ARHGAP9 ARID3B ARRB2 ARRDC3 ARRDC5 ASCC2 ASPSCR1 ATG2A ATG4B ATP2A2 ATP6V0A1 ATXN1L AXIN1 B4GALT5 BCL3 BHLHE40 BICRA BMAL1 BRD9 BTBD2 BTG2 BTN2A1 C11orf21 C1QTNF6 C1orf162 C6orf136 C9orf72 CACNA1I CACNA2D4 CAMK2G CAPS CARM1 CARNS1 CASP8 CASZ1 CBLB CBX4 CBX6 CCL28 CCL3 CCL3L1 CCL3L3 CCNL1 CD302 CDAN1 CDC37 CDC42EP3 CDH23 CDK11B CDK5RAP1 CDK5RAP3 CDK9 CEBPB CEBPD CELF2 CENATAC CERK CES2 CHKB CHMP1B CHN2 CIDEB CLCN6 CLCN7 CLDN15 CLEC7A CLIP4 CLK3 CMIP CMTM4 CMTM7 CNN2 CNPY3 COG1 COPS7B CPSF1 CREBBP CREBZF CRTAP CSAD CSF3R CSGALNACT2 CSNK1A1P1 CSNK1D CSNK1G2 CTRL CUEDC1 CUX1 CWC25 CXCL16 CXCR4 CXorf65 CYB561 CYTH1 CYTH2 CYTH4 D2HGDH DAGLB DAPP1 DDX56 DEF8 DGKA DGKQ DHRS1 DICER1 DIDO1 DIP2A DMAP1 DMXL2 DNAH1 DNAJC28 DNASE1L1 DNMT1 DPEP2 DUS1L DUS3L DUSP1 DUSP18 DVL3 E2F4 E4F1 ECHDC2 EFHD2 EIF1 EIF3CL EIF4H ELF4 ELMO2 EMD EML3 ENGASE ENO3 ENTPD4 EP300 EPN1 ETV3 EVL FAM156A FARSB FBXL6 FCGR2A FGD3 FLII FN3KRP FNIP1 FOXJ2 FRS3 FUBP3 FUT4 GABPB2 GAK GALT GARRE1 GGA3 GIT2 GK5 GMEB2 GNAQ GPR137 GPS2 GPSM3 GRAMD1A GRAMD4 GRB2 GRK2 GRN GSDMB GSTM1 GSTM2 GTPBP3 GUSB HCFC1 HECTD4 HERPUD1 HEXD HGS HIC2 HLA-C HLA-DMA HNRNPM HPS1 HPS4 IDUA IER5 IFFO1 IKBKB IKZF5 IL11RA IL18 IMPDH1 INAFM1 INTS1 IP6K1 IQSEC1 IRF9 ITFG2 ITGAL ITGB2 ITPR3 ITPRIP JAK1 JARID2 JMJD8 JUND KATNIP KCNMB1 KDM2A KHNYN KIF21B KLF10 KLF2 KLF6 KLHL3 KRBA1 KRT73 KXD1 LAG3 LILRA3 LILRA6 LILRB3 LINC00294 LINC01089 LINC01205 LMTK3 LPCAT3 LPIN1 LRCH3 LRCH4 LRP5L LRRC14 LRSAM1 LTBP4 LTO1 LUC7L LYN LYPLA1 LZTR1 MAEA MAN2C1 MAP3K8 MAP4K1 MAP7D1 MAPK8IP3 MARCHF1 MAU2 MBD2 MBD6 MCM7 MCM8 MCOLN2 MDC1 MED25 MEF2A MEF2D METTL17 METTL3 MFSD10 MFSD14A MICAL1 MIDEAS MILR1 MIR22HG MKNK1 MKNK2 MMS19 MNDA MNT MOGS MPEG1 MRI1 MTCH1 MTX3 MXD1 MYADM MZF1 N4BP1 NAA16 NBPF10 NBPF11 NBPF14 NBPF3 NCF1 NCOR1P1 NCSTN NDE1 NDUFB4 NDUFV1 NECAP1 NFATC2IP NFKBIA NFKBIZ NIBAN2 NINJ1 NISCH NKTR NLRC5 NLRP1 NOL12 NOL6 NOP2 NOTCH1 NPEPL1 NPIPA1 NPIPB15 NPRL3 NR2C1 NRBP2 NRROS NSMF NSUN5 NUCB1 NUP62 NXF1 ORC6 OSBPL7 OSER1 OSM P4HTM PABPC1 PABPC1L PAN2 PATL1 PBX4 PCBP1 PCED1A PCSK7 PDCD4-AS1 PDE4C PFKFB3 PFKL PGAP3 PGS1 PHACTR4 PHF19 PI4KA PIAS4 PIEZO1 PIK3R2 PILRA PILRB PITPNM1 PLA2G4B PLAUR PLCB2 PLCH2 PLD3 PLSCR1 PLSCR3 PLXNB2 PNISR PNMA3 PNN PNPLA6 PNPT1 POFUT2 POLG POLM POLR1C POLR2J2 PPP1R15A PPP1R18 PPP1R3E PPTC7 PRKAG2 PRKCD PRKCSH PSAP PSMC4 PTPRE PUM1 QPCT QRICH1 QSOX2 QTRT2 RAB12 RAB27A RAB40C RABL2B RAD54L2 RAF1 RAI1 RALGDS RALGPS1 RANBP3 RAP1GAP2 RARA RASAL3 RASGRP4 RAX2 RBCK1 RBM33 REC8 RELCH REPIN1 REXO1 RFX1 RHBDF2 RHOG RHOT2 RIOK3 RIPOR2 RNASEH1 RNASET2 RNF126 RNF216 RNFT1 RP2 RPL10 RSKR RSRP1 RUSF1 S100A10 S100A4 S100Z SAFB2 SCAP SCNM1 SDE2 SEC22C SERPINA1 SESTD1 SETD1B SF1 SF3B1 SF3B4 SGK1 SGSM2 SH3GLB2 SHCBP1 SHFL SIK3 SKIC2 SLC11A1 SLC16A12 SLC16A5 SLC16A6 SLC22A18 SLC25A25-AS1 SLC25A28 SLC25A42 SLC26A11 SLC26A6 SLC27A3 SLC2A3 SLC2A9 SLC3A2 SLC44A4 SLC8B1 SLFN13 SMAP2 SMARCA4 SMARCC2 SMARCD1 SMCR5 SMPDL3A SNORA3B SNORA6 SNORA61 SNORA67 SNORD10 SNORD21 SNORD35B SNORD36C SNORD38A SNORD4A SNORD68 SNORD89 SNRNP70 SNX1 SORBS3 SP2 SPATA20 SPEN SPG21 SPG7 SPHK2 SPNS1 SPOCK2 SPSB3 SREBF1 SRRM2 SRRT SRSF2 SRSF4 SSH3 STAT6 STING1 STK25 STMN3 STRADA STX11 STX16 STX4 SUGP2 SULT1A1 SULT1A2 SUN1 SUSD6 SYNJ2BP TAF15 TAF1C TAF6L TAGLN TBC1D2 TBC1D9B TCEA2 TCIRG1 TEPSIN TGOLN2 TJAP1 TM9SF4 TMEM131 TMEM131L TMEM138 TMEM150A TMEM175 TMEM86B TNFRSF10B TNFRSF25 TNFSF12 TNK2 TNNI2 TOGARAM2 TP53I13 TPM2 TRA2A TRABD TRAPPC14 TRIM22 TRMT1 TRPC4AP TRPT1 TSPAN32 TTC31 TTF2 TTLL3 TUBG2 TUBGCP5 TUBGCP6 TUT4 TXK TYK2 U2AF1L4 UBA7 UBE2D3 UBXN11 UFM1 ULK1 UNC119 UNK UPK3BL1 USP3 USP32 USP36 VAMP1 VIPR1 VPS52 WAS WASHC1 WDFY2 WDR37 WDR59 WDR73 WHAMM WWP2 XPO6 YJU2B YPEL2 ZBTB40 ZC3H12A ZC3H3 ZDHHC1 ZDHHC8 ZFHX3 ZFP36 ZFP36L2 ZMIZ1 ZMIZ2 ZMYND15 ZNF274 ZNF275 ZNF486 ZNF493 ZNF514 ZNF526 ZNF548 ZNF598 ZNF674 ZNF827 ZNF839 ZSCAN18 ZXDC ZYX ZZEF1 THAKAR_PBMC_INACTIVATED_INFLUENZA_AGE_21_30YO_RESPONDERS_7DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/THAKAR_PBMC_INACTIVATED_INFLUENZA_AGE_21_30YO_RESPONDERS_7DY_UP ABCC4 ABHD10 ABI1 ABRAXAS2 ACADM ACAT1 ACBD3 ACOT13 ACTR6 ADORA2A AFTPH AGL AGPAT1 AHCY AIDA AK2 AKAP8L ALCAM AP1S1 AP2B1 APTX ARCN1 ARF5 ARHGAP15 ARL5A ARL6IP1 ARL6IP4 ARMC1 ARMC7 ARPP19 ASF1A ASNSD1 ATG101 ATP11B ATP5F1E ATP5MC1 ATP5ME ATP6V1D ATP8B4 BAK1 BEND2 BIRC2 BLCAP BLOC1S1 BLOC1S5 BNIP3 BOLA2 BOLA3 BPNT1 BST2 BTLA C12orf29 C1orf43 C2orf74 C6orf47 CALR CALU CANT1 CANX CAPZA2 CASP3 CAV1 CCDC117 CCDC167 CCDC32 CCT2 CCT3 CCT6A CCT8 CD160 CD244 CD38 CD52 CDC26 CDC42 CDC42SE2 CDK4 CDKN2C CEBPZ CEP350 CEPT1 CERS6 CERT1 CES1 CETN3 CFAP68 CFDP1 CGGBP1 CHCHD4 CHCHD7 CHI3L2 CISD1 CISD2 CISH CKS2 CLCN3 CLN5 CLPTM1L CMC2 CMPK1 CMSS1 CMTM5 CMTR2 CNOT6 CNPY2 COBLL1 COIL COPS4 COPS5 COQ5 COX14 COX16 COX17 COX6C COX7B COX7C CPEB3 CPNE3 CPSF3 CRBN CRYZ CSE1L CTTN CUL4B CWF19L2 CXCL5 CYTIP DAD1 DANCR DBI DCP2 DCTPP1 DCUN1D4 DDX1 DDX18 DDX50 DENND1B DERL1 DIPK1A DMAC1 DNAJA2 DNAJB11 DNAJB14 DNAJC10 DNAJC3 DNAJC7 DNPH1 DPH5 DR1 DSTN DYNLT2B DYNLT3 DYRK4 EDEM3 EEF1E1 EFR3A EIF2S1 EIF3A EIF3D EIF3E ELL2 ELP6 EMC6 EMG1 ENDOD1 EPRS1 ERCC6L2 ETFA EXOC6 FAM104A FAM107B FAM117B FAM133B FAM13B FAM98A FAR1 FBXO4 FEN1 FGFR1OP2 FH FIS1 FKBP2 FOXN2 FRG1 FXR1 FXR2 FYTTD1 GANAB GART GATD3 GCC1 GDI2 GGCT GGPS1 GIMAP5 GIMAP7 GLO1 GLUD1 GM2A GMFB GNAI3 GNB2 GNL3 GOLGB1 GON7 GORASP2 GP1BA GPN1 GPR65 GPX7 GRAP2 GRSF1 GRWD1 GSKIP GTF2E2 GTF2H5 GZMA GZMH GZMK GZMM H2BC12 H4C3 HACD2 HACD3 HAPSTR1 HAT1 HAX1 HBB HBQ1 HDAC2 HDDC2 HDHD2 HGD HIKESHI HINT1 HLTF HMGB1P1 HMGCR HMGCS1 HOPX HSD17B8 HSDL2 HSP90AA1 HSP90B1 HSPA8 HSPD1 HSPE1 HSPH1 IAH1 ICMT ICOS IDH2 IER3IP1 IFI27L1 IFI27L2 IFNAR1 IFT27 IGLL1 IMPA1 IPO11 IPO8 ITGA2B ITGB1 ITGB3BP ITM2A ITM2C JCHAIN KBTBD8 KDELR2 KDM1A KIAA2013 KLRB1 KLRD1 KLRF1 KPNA3 KRCC1 LARP4 LDHB LEMD3 LEPR LMAN2L LMO4 LRPPRC LRR1 LRRN3 LSM1 LSM10 LSM3 LSM5 LY6G6F LYSET MAD2L1 MAGEH1 MAN2A1 MANF MARCHF6 MATR3 MBNL1 MBNL2 MCTS1 MCUR1 MDH1 MDP1 MEA1 MED31 MEF2C METAP2 MGAT1 MGAT2 MIEF1 MIS18BP1 MIX23 MKKS MKRN2 MLEC MOB4 MPDU1 MRPL1 MRPL11 MRPL12 MRPL14 MRPL15 MRPL24 MRPL27 MRPL35 MRPL36 MRPL46 MRPL48 MRPL50 MRPL51 MRPL54 MRPL58 MRPS17 MRPS18C MRPS23 MRPS31 MRPS33 MSH6 MSL3 MTREX MYB MYCBP2 MYDGF MYL9 MYNN MZB1 NAA38 NAPSA NARS1 NAT8B NCOA3 NDUFA10 NDUFA13 NDUFA4 NDUFA6 NDUFA8 NDUFAF2 NDUFB2 NDUFB3 NDUFB7 NDUFS4 NDUFS5 NECAP2 NET1 NFE2L1 NIN NIPBL NME1 NOC3L NOMO2 NRIP1 NT5DC2 NUDT1 NUDT2 NUDT5 OCA2 OCIAD2 ODC1 OGDH ORAI1 OST4 PAICS PANK2 PAPOLA PARP1 PARVB PCNA PDE12 PDE5A PDIA4 PDIA6 PDS5A PDS5B PDZK1IP1 PEBP1 PEF1 PFDN5 PHF14 PHF5A PIGF PIGK PIGN PITHD1 PKIA PLEKHO2 PLRG1 PMVK PNPLA8 POLR1H POLR3K POMP PPAT PPIG PPIH PPIL1 PPIL3 PPM1B PPP2R5A PPP4R3A PRDX4 PRDX5 PREB PRIM1 PRMT1 PRMT5 PRPF40A PRUNE1 PSIP1 PSMB5 PSMC1 PSMC2 PSMD10 PSMD8 PSMG4 PTPN11 PTPN4 PTTG3P PUM2 PUS3 PYM1 RAB33B RAB5A RAB5C RAB8B RABAC1 RABGAP1L RALA RAMAC RAP1B RAP2A RBIS RBM39 RBX1 RDH14 REEP5 RESF1 RFX7 RMI1 RNF14 RNF181 RNF20 RNGTT RNY4 RO60 ROMO1 RPA2 RPA3 RPAP3 RPF2 RPL13 RPL14 RPL23 RPL23A RPL26L1 RPL39L RPL7 RPN1 RPP40 RPRD1A RPS19BP1 RPS27L RRM1 RSBN1 RSL24D1 RWDD1 S1PR4 SAC3D1 SAMD9 SARNP SASH3 SCAMP1 SCARNA16 SCARNA18 SCOC SDF2L1 SDHAF1 SEC11C SEC61A1 SEC61B SEL1L3 SELENOS SEM1 SEPTIN7 SERBP1 SETDB2 SF3B5 SH2D1A SH3BP5L SHOC2 SIRT1 SIVA1 SLA SLAIN1 SLAMF7 SLC25A26 SLC25A4 SLC30A7 SLC30A9 SLC35A5 SLC35C1 SLC38A2 SLC40A1 SLC43A3 SLMAP SMAP1 SMARCA5 SMARCD2 SMC4 SMIM19 SNHG5 SNRPG SNX14 SPCS2 SPCS3 SPNS3 SRP19 SRP68 SRPRB SS18L2 SSR1 SSR4 ST13 STAT5A STIP1 STK26 STK38 STT3A STYX SUB1 SUPT16H SUPT3H SURF4 SWI5 SYS1 TAF7 TAGLN2 TARS1 TATDN2 TCAIM TCEAL8 TCEAL9 TDG TEX30 THAP12 THEMIS THOC2 TICAM2 TIMM8B TM9SF3 TMED2 TMED3 TMED9 TMEM101 TMEM106C TMEM141 TMEM208 TMX1 TMX2 TNFRSF13B TNFRSF17 TOMM5 TOMM6 TOMM70 TOP2B TOR1A TOR3A TP53RK TRA2B TRAK2 TRAM1 TRAT1 TRIAP1 TRIP12 TRIR TRMT12 TTC1 TTC19 TUBA4A TXNDC11 TXNDC17 TXNDC5 TXNDC9 TXNRD1 UAP1 UBASH3B UBE2C UBE2J1 UBE2T UBE2Z UBE3A UBL5 UPF2 UQCC2 UQCC3 UQCRB UQCRC2 UQCRHL USO1 USP1 USP38 USP7 UTP14A VBP1 VCPIP1 VEZF1 VMA21 VPS35 VPS37A VPS41 WASHC3 WDFY1 WDR33 WDR7 XRCC6 XRN1 YTHDF2 YTHDF3 YWHAG ZBTB33 ZCCHC17 ZFR ZFYVE21 ZMPSTE24 ZNF146 ZNF148 ZNF263 ZNF281 ZNF32 ZNF322 ZNF428 ZNF451 ZNF480 ZNF586 ZNF613 ZNF816 ZNF845 ZNF91 ZPR1 THAKAR_PBMC_INACTIVATED_INFLUENZA_AGE_21_30YO_VS_70PLS_0DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/THAKAR_PBMC_INACTIVATED_INFLUENZA_AGE_21_30YO_VS_70PLS_0DY_UP AAK1 AGAP4 ALDOB ARRDC5 CD248 CSAD EP300 FCGBP GTPBP3 IQSEC1 LINC01089 LRRN3 NAA16 NPIPA1 NPIPB15 NSUN5P1 PDE7A PPTC7 RAI1 SNORD4A SREBF1 TUT4 THAKAR_PBMC_INACTIVATED_INFLUENZA_AGE_70PLS_NONRESPONDER_2DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/THAKAR_PBMC_INACTIVATED_INFLUENZA_AGE_70PLS_NONRESPONDER_2DY_DN ABR ACSS2 ADAM15 ADAP1 ADAP2 ALAD ALDH1A1 ALDH2 ALDOA ALOX5 ANXA5 AP1S2 ARRDC3 ATF5 ATP6AP1 ATP6V0A1 BCKDK BCL3 BHLHE40 BICRA BTBD2 C15orf39 C1orf162 C9orf72 CALM3 CARM1 CBX4 CCNY CD300C CD33 CD86 CDC37 CDC42EP3 CENPB CES2 CHST13 CIRBP CLCN7 CLEC16A CMIP CNPY3 CREG1 CRTAP CSF1R CTNNA1 CUEDC1 CXCL16 DAZAP2 DENND5A DMXL2 DOCK2 ENTREP3 FAAP100 FAM156A FBP1 FGR FUT4 GADD45B GAS7 GMEB2 GNAQ GRAMD4 GRN H3-3B H3-5 HCFC1 HLA-DRB4 HNRNPH2 IMPDH1 IRF1 ITGB2 JARID2 JMJD8 KATNIP KDM2B KHSRP KLF10 KLF11 LGALS9 LILRA3 LILRA6 LRP3 LZTR1 MACROH2A1 MAP3K20 MAPKAPK3 MILR1 MPEG1 MYH9 MYOF NACC2 NAPRT NCLN NCSTN NIBAN2 NINJ1 NSMF NUAK2 OAF PFKFB3 PIEZO1 PIM3 PLSCR1 PNPLA6 PPM1F PSAP RAB40C RAB44 RAPGEF1 RCC2 RFNG RHOG RIPOR1 RNASET2 RNPEP RUNX3 SEPTIN9 SHFL SLC25A28 SLC26A6 SLC2A6 SLC3A2 SLC43A2 SLC66A2 SLC9A1 SNX27 SPG21 SRF STK25 TBC1D2 TGOLN2 TNFRSF1B TNS3 TOM1 TPD52L2 TRIM8 TSPO TYK2 ULK1 VSIR WWP2 ZDHHC7 ZMIZ1 ZNF296 ZNF362 ZNF467 ZNF598 ZYX THAKAR_PBMC_INACTIVATED_INFLUENZA_AGE_70PLS_NONRESPONDER_2DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/THAKAR_PBMC_INACTIVATED_INFLUENZA_AGE_70PLS_NONRESPONDER_2DY_UP ACTR6 AGL AIDA ASF1A BLOC1S5 BOLA3 BTLA C12orf29 C12orf57 CCDC167 CCDC32 CCDC34 CCNB1IP1 CD160 CD24 CDC42SE2 CEBPZ CISD1 CKS2 COBLL1 DENND1B DIPK1A DNAJB14 DPY30 DYNLL1 DYNLT3 ECI2 ERGIC2 FAM107B FAM133B FAM98A FKBP5 FYTTD1 GART GON7 HACD3 IFT74 LARP4 LDHB LEMD3 LEPROTL1 LSM5 LYRM7 MCM6 MED31 MIX23 MSMO1 MTF2 NOSIP NRBF2 NTRK1 NUP43 NUP54 OCIAD2 PCMTD1 PNP PPM1B PPP4R3B PPP6R2 PRKAA1 PTPN4 PURA PUS3 RBM34 RNGTT ROMO1 RPL14 RPL23 RPP40 RPS6KA5 RRM1 SAR1A SAR1B SCOC SDHAF3 SEC62 SEPTIN7 SLC38A2 SMARCA5 SOCS2 SP4 SRPRB STAP1 STK26 SYTL2 TAPT1 TARS1 TBPL1 TC2N TEX30 THEMIS THNSL1 TMCO1 TMEM14B TRA2B TRAK2 TSC22D2 UBE2Q2 UBLCP1 UGCG USO1 USP1 USP38 VBP1 VPS26A VPS37A YEATS4 ZNF146 ZNF260 ZNF654 ZNF91 THAKAR_PBMC_INACTIVATED_INFLUENZA_AGE_70PLS_VS_21_30YO_0DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/THAKAR_PBMC_INACTIVATED_INFLUENZA_AGE_70PLS_VS_21_30YO_0DY_UP ARL6IP1 GBP5 ITGB1 LPAR6 REEP5 TSANG_PBMC_FLUVIRIN_PANDEMRIX_ADULT_CORR_WITH_CELL_FREQ_CD27HI_CD38HI_CD20_NEG_PLASMABLASTS_AND_CD38PLUS_OF_IGD_CD27PLUS_MEM_B_CELLS_7DY_POSITIVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TSANG_PBMC_FLUVIRIN_PANDEMRIX_ADULT_CORR_WITH_CELL_FREQ_CD27HI_CD38HI_CD20_NEG_PLASMABLASTS_AND_CD38PLUS_OF_IGD_CD27PLUS_MEM_B_CELLS_7DY_POSITIVE APOBEC3B ARHGAP42 B4GALT3 BHLHE41 BUB1 CAV1 CCNA2 CCNB2 CD38 CDK1 CHAC2 CHEK1 DENND5B DIPK1A DLGAP5 DTL ELL2 ERLEC1 FBH1 FBXO16 FBXO5 GLCCI1 GPRC5D H1-5 H2BC14 H3C12 HSP90B1 HSPA13 HSPA5 IGHV4OR15-8 IGKC IGKV4-1 IRF4 ITM2C JCHAIN KCNN3 KIF11 KLHL14 LMAN1 MAGED1 MAN1A1 MANEA MEI1 MKI67 MTDH MYO1D NT5DC2 PARM1 PBK PCLAF PDIA4 PHGDH PIM2 PLAAT2 PLK1 PLPP5 RAB30 RGS13 RRM2 SEC11C SEC24A SEL1L3 SHCBP1 SLC44A1 SPATS2 SPCS3 SUB1 TNFRSF17 TOP2A TP53INP1 TPD52 TRAM2 TSHR TYMS UAP1 UBE2J1 XBP1 ZBP1 VAN_DEN_BIGGELAAR_PBMC_PREVNAR_9MO_INFANT_STIMULATED_VS_UNSTIMULATED_8MO_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VAN_DEN_BIGGELAAR_PBMC_PREVNAR_9MO_INFANT_STIMULATED_VS_UNSTIMULATED_8MO_UP AICDA APOL4 AQP7 ARHGAP11A ARHGEF39 AURKA AURKB BUB1B C1S CD274 CDC45 CDCA2 CDK1 CENPF CHAF1B CIT CKAP2L CLSPN DIAPH3 DUSP4 E2F8 EEF2KMT ELOA3P ELOVL6 EXO1 FAM90A1 FGL2 FOXM1 GBP4 GBP5 GBP6 GNLY H2AC13 H2AC14 H2AC16 H2AC4 H2BC13 H2BC7 H3C12 H3C7 H3C8 HTR1A IDI2 IFNG IL12RB2 IL18R1 IL3 IL9 ITGA2 KIF14 KIF15 KNL1 MCM4 MLC1 MTFR2 NEIL3 NEK2 NUF2 NUSAP1 OR2T8 OR6B3 OSM PBK PCLAF POGLUT2 PRC1 PSG5 RAB19 RAD51 RHO RP1L1 SERPING1 SHC4 SIX1 SSX4 TEDC2 TICRR TNFSF4 TRIP13 ZBED2 ZBTB32 VAN_DEN_BIGGELAAR_PBMC_PREVNAR_9MO_INFANT_STIMULATED_VS_UNSTIMULATED_9MO_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VAN_DEN_BIGGELAAR_PBMC_PREVNAR_9MO_INFANT_STIMULATED_VS_UNSTIMULATED_9MO_DN CD14 CD163 FABP4 MERTK MS4A4A VAN_DEN_BIGGELAAR_PBMC_PREVNAR_9MO_INFANT_STIMULATED_VS_UNSTIMULATED_9MO_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VAN_DEN_BIGGELAAR_PBMC_PREVNAR_9MO_INFANT_STIMULATED_VS_UNSTIMULATED_9MO_UP ANLN APOL4 AQP7 ASPM AURKB BIRC5 BUB1 BUB1B CCNA2 CCNB1 CCNB2 CD274 CDC20 CDC25A CDCA2 CENPE CENPF CEP55 CHAF1B CHEK1 CISH CIT CKAP2L CLSPN CSF2 CTSW CXCL9 DEPDC1B DLGAP5 DTL DUX4L9 E2F7 E2F8 EEF2KMT ELOVL6 ESCO2 ESPL1 EXO1 FAM90A1 FGL2 FOXM1 GBP4 GBP5 GBP6 GTSE1 GZMA GZMB H2AC13 H2AC14 H2AC16 H2AC21 H2AC4 H2BC11 H2BC14 H2BC15 H3C10 H3C12 H3C14 H3C2 H3C7 H4C13 H4C6 H4C9 HJURP HTR1A IDI2 IFNG IL12RB2 IL13 IL17F IL17RB IL18R1 IL2RA IL3 IL5 IL9 KIF11 KIF14 KIF18A KIF23 KIF2C KIF4A KNL1 LIF LTA MCM10 MCM4 MELK MKI67 MLC1 MMP12 NCAPG NCAPH NEIL3 ORC1 OSM PBK PCDHB2 PHF1 PLK1 PRAMEF8 PRC1 PRR11 RAB19 RAD51 RRM2 SERPING1 SHC4 SIX1 SKA1 SKA3 SLC27A2 SPC25 SSX4 TEDC2 TICRR TK1 TNFSF4 TOP2A TPX2 TRIP13 TYMS UBE2C USP17L2 WIPF2 ZBED2 ZBTB32 VOIGT_PBMC_FLUARIX_AGE_50_74YO_FEMALES_VS_MALES_0DY_TO_28D_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VOIGT_PBMC_FLUARIX_AGE_50_74YO_FEMALES_VS_MALES_0DY_TO_28D_UP ADD2 BLNK CD19 CD22 CD40 CDCA7L DPF3 FCRL2 FCRL5 KHDRBS2 MOXD1 NIBAN3 NXPH4 PAWR PTPRK RALGPS2 SPIB STAP1 TCL6 TSPAN13 WEINBERGER_BLOOD_TWINRIX_AGE_20_40_AND_60_84YO_CORRELATED_WITH_ANTI_HBS_CONC_PRIMARY_VACC_1DY_SIGNIFICANT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WEINBERGER_BLOOD_TWINRIX_AGE_20_40_AND_60_84YO_CORRELATED_WITH_ANTI_HBS_CONC_PRIMARY_VACC_1DY_SIGNIFICANT BPI CCL19 CD14 CD19 CD3E CISH CXCL9 GATA3 GZMA IFI35 IFI44L IFI6 IFIT5 IL2 IL22RA1 IL6 IL7R IL9 MARCO NLRP1 NLRP12 NLRP2 NLRP4 RAB33A SLAMF7 STAT1 TGFB1 TLR3 TLR9 TNF TNFRSF1A TNFRSF1B TNIP1 WEINBERGER_BLOOD_TWINRIX_AGE_20_40_AND_60_84YO_CORRELATED_WITH_HIGH_ANTI_HBS_CONC_AT_WEEK_30_PRIMARY_VACC_1DY_POSITIVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WEINBERGER_BLOOD_TWINRIX_AGE_20_40_AND_60_84YO_CORRELATED_WITH_HIGH_ANTI_HBS_CONC_AT_WEEK_30_PRIMARY_VACC_1DY_POSITIVE CD14 CD8A IFITM1 IFITM3 LYN SEC14L1 TNIP1 WEINBERGER_BLOOD_TWINRIX_AGE_20_40_AND_60_84YO_CORRELATED_WITH_HIGH_ANTI_HBS_CONC_AT_WEEK_4_POST_BOOSTER_VACC_1DY_POSITIVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WEINBERGER_BLOOD_TWINRIX_AGE_20_40_AND_60_84YO_CORRELATED_WITH_HIGH_ANTI_HBS_CONC_AT_WEEK_4_POST_BOOSTER_VACC_1DY_POSITIVE CCR7 CD19 CD274 CTLA4 CXCR5 IL6 ZAK_PBMC_MRKAD5_HIV_1_GAG_POL_NEF_AGE_20_50YO_1DY_ADDNL_EXON_LVL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZAK_PBMC_MRKAD5_HIV_1_GAG_POL_NEF_AGE_20_50YO_1DY_ADDNL_EXON_LVL_UP ACSL5 APOBEC3F APOBEC3G ARAP2 ARHGEF3 ATP10A ATP10D ATXN7 BCL2L14 BMAL2 BRCA2 C1GALT1 CARM1 CARS1 CASZ1 CCR5 CD74 CDK18 CHI3L1 CLIC4 CPEB2 CSF1 DENND1B DESI1 DGLUCY DISC1 DOCK8 ENPP2 FANCA FARP2 FMR1 FNDC3A GART GBP6 GBP7 GCNT2 GIMAP5 GRIN3A GRIPAP1 HDX HESX1 HEXD HIRA HPS5 HSD3B7 IL31RA LATS2 LCP2 LONRF1 LRRCC1 LYNX1 MCL1 MTMR11 N4BP2L1 NCOA7 NFIX NIBAN1 NLRC5 P2RY14 PABIR3 PANK2 PANX1 PCGF5 PFKP PGAP1 PLAA PPP2R2A PRICKLE1 PRKAG2 PRLR PTK2B RABGAP1L RANGAP1 RAP1GAP2 RELB RERE RIPK1 RRBP1 SETX SLC25A22 SPATA13 SRBD1 TEP1 TLR3 TMTC1 TNK2 TRIM34 TRIM6 TRPC4AP UBE2Z UVRAG YEATS2 ZNF618 ZNRF2 ZAK_PBMC_MRKAD5_HIV_1_GAG_POL_NEF_AGE_20_50YO_1DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZAK_PBMC_MRKAD5_HIV_1_GAG_POL_NEF_AGE_20_50YO_1DY_DN AAK1 ABCB1 ABCC5 ABCD2 ABHD14A ABHD14B ABI2 ABLIM1 ACADSB ACO1 ACP6 ACSL6 ACVR2A ACVR2B ADAM28 ADGRE3 ADGRG1 ADK ADNP ADPRM AFF3 AGL AGMAT AGTPBP1 AHCTF1 AHNAK AK5 AKR1B1 AKR1C3 AKT3 ALDH18A1 ALDOC AMY2B ANAPC1 ANAPC15 ANAPC16 ANKH ANKRD36B ANKRD36C ANP32B ANXA6 AP3M2 APBA2 APBB1 APEX1 AQP3 ARHGAP12 ARHGAP15 ARHGAP5 ARHGEF9 ARID2 ARL4C ATF7IP2 ATL2 ATM ATOSA ATP2B4 ATP8A1 ATP8B2 ATPSCKMT AXIN2 BACH2 BAG2 BANK1 BBS2 BBS9 BCKDHB BCL11B BCL2 BCL7A BDH1 BIN1 BLK BMI1 BPTF BRWD1 BTG1 BTLA C12orf57 C12orf75 C14orf28 C16orf74 C1orf21 CA5B CAD CAMK1D CAMK4 CAMLG CARD11 CASD1 CASK CASP6 CASP8AP2 CASS4 CBLB CBX5 CBX7 CCDC7 CCL28 CCL5 CCNB1IP1 CCND2 CCNG1 CCNT1 CCR4 CCR6 CCR7 CCSER2 CD160 CD1C CD2 CD200 CD200R1 CD22 CD244 CD247 CD248 CD27 CD28 CD3D CD3E CD3G CD40LG CD44 CD5 CD52 CD6 CD7 CD79A CD79B CD8A CD8B CD96 CDC14A CDC14B CDC25B CDC42SE2 CDCA7L CDK6 CDKN2AIP CDR2 CENPV CEP120 CEP128 CEP57 CEP68 CEP78 CEP95 CERK CERS4 CFAP36 CFAP68 CFAP97 CHD3 CHMP7 CHRM3-AS2 CLEC2D CLK4 CLSTN3 CMPK1 CNOT6L CNR2 COBLL1 COMMD6 COQ10A COX11 CPSF6 CREBZF CRIM1 CRIPT CRTAM CRTC3 CRY1 CRYL1 CSDE1 CSGALNACT1 CSNK1E CST7 CTC1 CTSF CTSW CXCR4 CXCR5 CXXC5 CYFIP2 CYP27A1 CYP2R1 CYREN DANCR DCUN1D4 DDHD2 DDX3X DDX6 DENND11 DENND2D DENND4C DGKA DHRS3 DIPK1A DIS3L DLEU1 DLG1 DLGAP1-AS1 DNAJB1 DNAJC24 DOCK9 DPEP2 DPH5 DPP4 DSC1 DTD2 DTHD1 DUSP16 DYRK2 EBF1 EEF1A1 EEF1G EEF2 EEIG1 EIF2D EIF2S3 EIF3D EIF3E EIF3F EIF3H EIF3J-DT EIF3K EIF3L EIF3M EIF4A2 EIF4B EIF4EBP2 ELAC1 ELAPOR1 ELP1 ELP2 EMB ENO2 EOMES EPB41L4A-AS1 EPHA4 EPHX2 EPRS1 ERGIC3 ERMP1 ERN1 ESYT1 ESYT2 ETS1 EVL EXOC6B EXOSC8 EZH1 FAHD2B FAM107B FAM168B FAM169A FAM172A FAM219B FBL FBXL20 FBXO32 FCER1A FCGBP FCMR FCRL1 FCRL3 FCRL6 FCRLA FGFBP2 FHIT FITM2 FLNB FMNL3 FOCAD FOXO1 FOXP1 FUT10 FYN GABPB2 GALNT12 GARRE1 GAS5 GCNT4 GCSAM GGTA1 GID8 GLCCI1 GNG2 GNG7 GNLY GNPDA2 GOLPH3L GPA33 GPATCH11 GPR171 GPR174 GPX7 GRAP GSTM2 GSTM3 GYPC GZMA GZMK H1-1 H1-2 H1-3 H1-5 H2AC11 H2AC15 H2AC17 H2AC20 H2AC21 H2AC6 H2AC8 H2BC10 H2BC14 H2BC15 H2BC7 H2BC8 H3C1 H3C11 H3C4 H4C1 H4C13 H4C2 H4C3 H4C5 H4C6 H4C8 H4C9 HABP4 HACD3 HADH HEATR5B HECTD1 HERC1 HIBADH HINT1 HIVEP2 HLA-DOA HLA-DOB HLA-DQA1 HLTF HMGB1 HNRNPA3 HPCAL4 HS3ST3B1 HSF2 IARS1 IFFO2 IFT46 IGF1R IGHD IGHM IGHV3-53 IGHV4-34 IKZF2 IKZF3 IL16 IL18RAP IL23A IL2RB IL32 IL7R IMPDH2 INPP4B INTS6-AS1 IP6K1 IPO5 IPP ITGA6 ITGB3BP ITK ITM2A ITPKB KAT6B KCNA3 KCTD7 KDM3A KIAA0586 KLF12 KLHDC2 KLHL28 KLRB1 KLRC2 KLRD1 KLRF1 KLRG1 KLRK1 KMT2A KPNA4 LANCL1 LAT LAX1 LBH LCK LCLAT1 LDHB LDLRAP1 LDOC1 LEF1 LEF1-AS1 LIAS LIMA1 LINC00402 LINC00649 LINC00861 LINC00920 LINC00921 LINC00938 LINC01128 LINC01278 LINC01550 LINC02210 LINC02397 LRBA LRIG1 LRPPRC LRRN3 LTA4H LTB LUC7L3 LY9 LYRM7 MACF1 MAGED1 MAGEH1 MAL MALAT1 MAML2 MAN1A2 MAP2K5 MAP3K14-AS1 MAP4K1 MAPK13 MARCHF9 MATK MBLAC2 MBNL2 MDN1 METTL16 MFGE8 MFHAS1 MGAT4A MGAT5 MIB1 MID2 MPHOSPH9 MPRIP MRPL45 MRPL48 MRPS27 MRPS6 MRTFB MS4A1 MSH2 MSI2 MTFMT MYBL1 MYO1D MZT2A N4BP2 NAA16 NAA40 NAE1 NAP1L1 NCALD NCAPD2 NCAPD3 NCK2 NCR1 NDRG2 NDRG3 NDUFAF4 NELL2 NEO1 NEPRO NET1 NFATC2 NFATC3 NIBAN3 NIPAL3 NKG7 NLRC3 NMT2 NMUR1 NOA1 NOG NOL4L NOL9 NOP53 NPAT NPM1 NR1D1 NR1D2 NR3C2 NSA2 NSG1 NT5DC1 NT5E NUCB2 NUCKS1 NUP88 OCIAD2 OFD1 OGT OSBPL10 OTUD3 OXNAD1 P2RX5 P2RY10 PABPC1 PABPC4 PACS1 PAFAH2 PAIP2B PALS2 PARP16 PATJ PAX5 PBXIP1 PCED1B PCED1B-AS1 PCID2 PCMTD2 PCNX1 PCNX2 PCYOX1 PDCD4 PDCD4-AS1 PDE3B PDE4DIP PDE7A PDGFC PDGFD PDK1 PDZD4 PEBP1 PECR PET117 PFDN5 PGM2L1 PHB2 PHLPP2 PIAS2 PIGK PIK3C2B PIK3IP1 PITPNC1 PLCB1 PLCG1 PLCL1 PLEKHA1 PLEKHB1 PLEKHF1 PLXDC1 PM20D2 PNRC1 POLA1 POLR1E POLR2B PP7080 PPIA PPWD1 PRDX2 PREPL PRKACB PRKCA PRKCH PRKCQ PRKCQ-AS1 PRKDC PRORP PRPF8 PRPS1 PRRC2B PRSS23 PSIP1 PTCH1 PTGDR PTPN22 PTPN4 PWAR5 PYHIN1 RAB30 RAB39B RACK1 RALGAPA1 RALGPS2 RAPGEF6 RASA2 RASA3 RASGRF2 RASGRP1 RBBP7 RBL1 RBL2 RBMX RCAN3 RCL1 RCN2 RECK REST RETREG1 RFLNB RFX7 RGCC RGMB RHOF RHOH RMRP RNF125 RNF144A RNF157 RORA RPA1 RPL11 RPL12 RPL13 RPL15 RPL17 RPL18 RPL22 RPL23 RPL24 RPL26 RPL27A RPL29 RPL3 RPL30 RPL32 RPL35 RPL35A RPL37 RPL37A RPL4 RPL5 RPL6 RPL8 RPLP0 RPLP1 RPLP2 RPPH1 RPS13 RPS14 RPS15 RPS15A RPS16 RPS18 RPS19 RPS20 RPS21 RPS23 RPS29 RPS3 RPS4X RPS4Y1 RPS5 RPS6 RPS6KA3 RRM1 RSL1D1 RSL24D1 S1PR1 SACS SAMD3 SATB1 SBNO1 SCAI SCARNA17 SCARNA2 SCARNA5 SCARNA6 SCARNA7 SCML4 SEL1L3 SEMA4C SEPTIN1 SEPTIN11 SERINC5 SESN1 SESN3 SFMBT1 SFXN1 SH2D1A SH2D1B SH3YL1 SIDT1 SIRPG SIT1 SKAP1 SLA2 SLAIN1 SLAMF6 SLC12A2 SLC12A2-DT SLC16A1 SLC16A10 SLC16A7 SLC25A23 SLC25A29 SLC35E2A SLC38A1 SLC41A1 SLC4A10 SLC4A7 SLC5A3 SLC7A6 SLC7A8 SLC9A7 SLFN13 SMIM8 SMYD3 SNHG1 SNHG29 SNHG3 SNHG5 SNHG8 SNORA16A SNORA18 SNORA27 SNORA40 SNORA5A SNORA6 SNORA61 SNORA68 SNORD101 SNORD104 SNORD116-14 SNORD15A SNORD15B SNORD26 SNORD30 SNORD33 SNORD36C SNORD4A SNORD4B SNORD57 SNORD59A SNORD6 SNORD79 SNORD97 SNRNP200 SNX25 SOD1 SORL1 SP4 SPATA5 SPECC1L SPOCK2 SPTAN1 SPTBN1 SRPK2 SRSF5 SRSF8 SSBP2 ST13 ST3GAL1 ST6GAL1 ST6GALNAC6 STAT4 STK17A STK39 STXBP5 SUN2 SVIP SYNE1 SYNRG TAF9B TARBP1 TBC1D10A TBC1D31 TBL1XR1 TC2N TCEA3 TCEAL8 TCF7 TCL1A TCP11L2 TDP1 TESPA1 TFAP4 TFDP2 TGFBR3 THEM4 THEMIS THRA TIGD1 TIGIT TIMM8A TKTL1 TLE1 TLR10 TMEM106C TMEM116 TMEM14A TMEM156 TMEM168 TMEM181 TMEM204 TMEM97 TNIK TNRC6C TOB1 TOP1MT TOP2B TOX TRABD2A TRAC TRAF1 TRAF5 TRAJ10 TRAJ11 TRAJ12 TRAJ13 TRAJ14 TRAJ16 TRAJ17 TRAJ18 TRAJ20 TRAJ21 TRAJ22 TRAJ24 TRAJ26 TRAJ27 TRAJ29 TRAJ3 TRAJ30 TRAJ32 TRAJ33 TRAJ34 TRAJ36 TRAJ37 TRAJ38 TRAJ4 TRAJ40 TRAJ41 TRAJ42 TRAJ43 TRAJ45 TRAJ47 TRAJ48 TRAJ5 TRAJ52 TRAJ56 TRAJ57 TRAJ6 TRAJ8 TRAJ9 TRAPPC2 TRAT1 TRAV1-2 TRAV12-1 TRAV12-2 TRAV12-3 TRAV13-1 TRAV13-2 TRAV14DV4 TRAV16 TRAV17 TRAV19 TRAV2 TRAV20 TRAV21 TRAV22 TRAV23DV6 TRAV24 TRAV25 TRAV26-1 TRAV26-2 TRAV27 TRAV29DV5 TRAV3 TRAV35 TRAV38-1 TRAV38-2DV8 TRAV4 TRAV41 TRAV5 TRAV8-1 TRAV8-2 TRAV8-6 TRAV9-2 TRBC2 TRBJ2-1 TRBJ2-2 TRBJ2-4 TRBJ2-5 TRBV10-1 TRBV11-2 TRBV19 TRBV2 TRBV20-1 TRBV24-1 TRBV27 TRBV28 TRBV3-1 TRBV4-2 TRBV5-1 TRBV5-4 TRBV5-6 TRBV6-1 TRBV6-4 TRBV6-5 TRBV9 TRDC TRDV1 TRDV2 TRG-AS1 TRGC2 TRGJP1 TRGJP2 TRGV2 TRGV3 TRGV8 TRGV9 TRIB2 TRIM32 TRIM52-AS1 TRMT2B TRMT61B TSEN54 TSHZ1 TSPAN18 TSPAN3 TSPYL2 TSTD1 TTC3 TTC39C TUT4 TXK UBA2 UBA52 UBASH3A UBE4B UBR5 UBTF UNC119B URI1 USE1 USP13 USP20 USP34 USP53 UXT VASH1-AS1 VEGFB VNN1 VPS13A VPS51 VSIG1 VWA8 WDCP WDR54 WDR89 WEE1 WWP1 XPOT YAE1 YEATS4 YPEL1 ZAP70 ZBED5-AS1 ZBTB16 ZBTB25 ZBTB44 ZC3H6 ZDBF2 ZEB1 ZFAND1 ZFAS1 ZFP1 ZFP36L2 ZFP62 ZFP82 ZFP90 ZIK1 ZKSCAN3 ZKSCAN8 ZMAT3 ZMYND11 ZNF101 ZNF181 ZNF254 ZNF266 ZNF280D ZNF286A ZNF292 ZNF32 ZNF329 ZNF337 ZNF33B ZNF383 ZNF395 ZNF420 ZNF43 ZNF486 ZNF506 ZNF507 ZNF559 ZNF585B ZNF600 ZNF609 ZNF639 ZNF721 ZNF792 ZNF827 ZNF831 ZNF836 ZNF84 ZNF91 ZNHIT6 ZAK_PBMC_MRKAD5_HIV_1_GAG_POL_NEF_AGE_20_50YO_1DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZAK_PBMC_MRKAD5_HIV_1_GAG_POL_NEF_AGE_20_50YO_1DY_UP AATBC ABCA1 ABCD1 ABHD16A ABI3 ABTB2 ACER3 ACOT9 ACP2 ACP3 ACSL1 ACSL3 ACSL4 ACSS2 ACTA2 ADA2 ADAM17 ADAM9 ADAMTSL4 ADAP2 ADAR ADGRE2 ADGRE5 ADM ADPGK ADPRH ADPRS AGPAT3 AGRN AGTRAP AIM2 AKIRIN2 AKR1A1 ALAS1 ALOX5 ALPK1 ALYREF ANKFY1 ANKRD22 ANKRD34C-AS1 ANXA2 ANXA4 ANXA5 AOAH AP5B1 APOBR APOL1 APOL2 APOL3 APOL4 APOL6 AQP9 ARHGAP17 ARHGAP27 ARHGAP31 ARHGEF11 ARL8A ARSA ARSB ARSD ASCL2 ASGR2 ASPHD2 ATF3 ATF5 ATG3 ATG7 ATOSB ATOX1 ATP11A ATP13A1 ATP1B1 ATP1B3 ATP2A2 ATP6V0D1 ATP6V1B2 ATP6V1C1 ATP8B4 AXL AZI2 B4GALT5 BACH1 BAG1 BAK1 BATF2 BATF3 BAZ1A BCKDK BCL2A1 BCL6 BEST1 BID BLOC1S1 BLVRA BLZF1 BST1 BST2 BTK C11orf24 C15orf39 C1QB C1QC C1orf162 C2 C3AR1 C3orf38 C4orf33 C5AR1 C5orf15 C9orf72 CALCOCO2 CALHM6 CALML4 CAMK1 CAMK2D CAPG CAPZA2 CARD16 CARD6 CARS2 CASP1 CASP10 CASP3 CASP4 CASP5 CASP7 CBR1 CCL2 CCL3 CCL8 CCR1 CCR2 CCRL2 CD14 CD151 CD163 CD274 CD2AP CD300A CD300C CD300E CD300LB CD300LF CD33 CD36 CD38 CD40 CD63 CD68 CD86 CDC42EP2 CDKN1A CDKN1C CEACAM1 CEACAM3 CEBPB CES1 CFB CFD CFP CGAS CHD1 CHMP2A CHMP5 CHST12 CHST15 CIR1 CLCN7 CLEC12A CLEC4D CLEC5A CLEC6A CLEC7A CLIC1 CLP1 CMIP CMKLR1 CMPK2 CMTR1 CNDP2 CNIH4 CNP CORO1B CPEB3 CPED1 CPNE8 CPPED1 CREB5 CREG1 CSF1R CSF2RB CSF3R CSRNP1 CSRP1 CST3 CTBS CTNNA1 CTNND1 CTSB CTSD CTSL CTSZ CUL1 CXCL10 CXCL11 CXCL16 CYBA CYBB CYFIP1 CYP51A1 CYRIA CYSLTR2 CYSTM1 DAPP1 DCBLD1 DCUN1D3 DDB2 DDX60 DDX60L DECR1 DENND1A DENND5A DHRS7B DHRS9 DHX58 DIAPH2 DICER1 DIPK2A DMXL2 DNAJA1 DNAJC13 DNASE1L1 DNPEP DOCK5 DOK1 DOK3 DPYSL2 DRAM1 DRAP1 DSE DTX3L DUSP18 DUSP3 DUSP5 DUSP6 DYNLT1 DYSF E2F2 ECE1 EDEM2 EFHD2 EFR3A EHBP1L1 EHD4 EIF2AK2 EIF4E2 EIF4E3 ELF4 ELMO2 EMC2 EMILIN2 EMP3 EPB41L3 EPHB2 EPSTI1 ERLIN1 ETFDH ETV6 ETV7 EXOC1 EXOC6 EXT1 FAM111A FAM151B FAM225A FAM91A1 FAR2 FAS FBXO6 FCAR FCER1G FCGR2A FCN1 FERMT3 FES FFAR2 FGD2 FGD4 FGD6 FGL2 FGR FKBP15 FLVCR2 FMNL2 FNDC3B FNIP2 FOLR2 FPR1 FPR2 FPR3 FRMD3 FUCA2 FUOM FXYD6 G6PD GAA GADD45B GALNS GALNT3 GAS6 GASK1B GBA1 GBP1 GBP2 GBP3 GBP4 GBP5 GCA GCH1 GCNT1 GDAP1 GDPD5 GIMAP4 GIMAP6 GIMAP8 GK GK3 GLB1 GLIPR2 GLMP GLRX GLT1D1 GLUL GM2A GMPPA GMPR GNA15 GNB2 GNB4 GNG5 GNS GOLM1 GORASP1 GPAT3 GPBAR1 GPD2 GPR141 GPR35 GPR84 GRAMD1B GRINA GRK3 GRN GSDMD GSTO1 GTPBP1 GTPBP2 GUCY1A1 GYG1 H1-0 H2BC21 HAPLN3 HAVCR2 HCAR2 HCAR3 HCK HEG1 HELZ2 HERC5 HERC6 HGF HHEX HK2 HK3 HLA-DMA HLA-DMB HLA-DPA1 HLA-DRA HLA-DRB1 HLA-DRB5 HLX HMGCS1 HMOX1 HP HPSE HRH2 HSH2D HSPA6 ICAM1 IDH1 IDO1 IFI16 IFI27 IFI30 IFI35 IFI44 IFI44L IFI6 IFIH1 IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 IFITM2 IFITM3 IFNGR2 IGF2BP2 IGF2BP3 IGFLR1 IGLV4-69 IGSF6 IL10 IL12RB1 IL15 IL15RA IL1RN IL27 IL4I1 IRF1 IRF1-AS1 IRF2 IRF5 IRF7 IRF9 ISG15 ISG20 ITPK1 ITPRIPL2 JAK2 JUP KCNJ15 KCNJ2 KCNMB1 KCTD12 KCTD14 KDM1B KDM7A KIAA0040 KIAA0319L KIAA0513 KIAA0930 KIAA1958 KIR2DL4 KLF4 KLHDC7B KMO KPTN KRTAP4-7 KSR1 KYNU LACTB LAIR1 LAMP2 LAMP3 LAP3 LARP7 LAT2 LDLR LGALS3BP LGALS9 LGALS9B LHFPL2 LILRA1 LILRA2 LILRA3 LILRA5 LILRA6 LILRB1 LILRB2 LILRB3 LILRB4 LIMK1 LIMK2 LINC01504 LMF2 LMNB1 LMO2 LOXL3 LPAR1 LPCAT2 LPCAT3 LRRC25 LRRC4 LRRC59 LRRK1 LRRK2 LST1 LTBR LTF LY6E LYN LYSMD2 LYST MAFB MAP3K11 MAP3K7CL MARCKS MARCO MASTL MBOAT1 MBOAT7 MCEMP1 MCOLN1 MCTP1 MED20 MEFV MERTK METRNL MFSD12 MFSD13A MFSD14B MFSD2A MIA3 MICAL1 MICB MICU1 MIDN MIIP MILR1 MIR21 MIR221 MIR223 MIR22HG MIRLET7D MLKL MMP8 MNDA MOSPD2 MOV10 MPDU1 MPZL2 MR1 MRPL27 MRPL28 MRPL44 MS4A14 MS4A4A MS4A6A MS4A7 MSR1 MSRB1 MSRB2 MT1B MT1E MT2A MTF1 MTHFD2 MVB12A MVP MX1 MX2 MXD1 MYD88 MYOF N4BP1 NAAA NADK NAGA NAGK NAIP NAMPT NANS NAPA NAPRT NAT8B NBN NCF2 NCF4 NCSTN NECAP1 NECTIN2 NETO2 NEU1 NEXN NFAM1 NFE2 NFE2L3 NFIL3 NFKBIE NHLRC3 NHSL2 NID1 NINJ1 NLN NLRC4 NLRP3 NMI NOD1 NOD2 NOP10 NOTCH2 NPC2 NPL NQO2 NR1H2 NR1H3 NRIP1 NRROS NT5C2 NT5C3A NTNG2 NUB1 NUBP1 NUCB1 NUP62 OAS1 OAS2 OAS3 OASL ODF3B OGFR OLFM4 ORMDL2 OSCAR OTOF P2RX4 P2RX7 P2RY12 P2RY13 P2RY2 P2RY6 PACSIN2 PAK1 PAM PARP10 PARP11 PARP12 PARP14 PARP9 PATL1 PCMT1 PCTP PDCD1LG2 PDLIM5 PEA15 PEAK3 PELATON PELI1 PFKFB3 PFKFB4 PGK1 PHF11 PI4K2B PIGS PIK3AP1 PILRA PIM3 PLA2G15 PLA2G7 PLAAT4 PLAC8 PLAGL2 PLAUR PLEK PLEKHO1 PLEKHO2 PLIN3 PLSCR1 PLXDC2 PLXNB2 PLXNC1 PML PMVK PNPT1 POLB POLK POMP PPIF PPM1K PRDX3 PRELID1 PRKCD PRKCE PRRG4 PRXL2C PSEN2 PSENEN PSMA4 PSMA6 PSMB10 PSMB8 PSMB9 PSME1 PSME2 PSTPIP2 PTGIR PTPA PTPRE PTPRO PTTG1IP PYCARD QSOX1 RAB10 RAB12 RAB1A RAB20 RAB24 RAB31 RAB39A RAB4B RAB8A RABGGTA RALB RAPGEF2 RARA RASGEF1B RASGRP3 RASGRP4 RASSF4 RB1 RBBP8 RBCK1 RBM47 RCBTB2 REEP4 RELT RENBP RGL1 RHBDF2 RHOB RIC1 RIGI RILPL2 RIN1 RIN2 RIPK2 RIPK3 RNASE2 RNASEL RNASET2 RNF114 RNF13 RNF135 RNF149 RNF19B RNF213 RNF217 RNF31 RNFT1 RNH1 RNPEP ROGDI RP2 RPS6KC1 RRAGC RRAS RSAD2 RTCB RTL5 RTP4 RUBCN RUFY3 RUFY4 RXRA S100A11 S100A9 SAMD4A SAMD9 SAMD9L SASH1 SAT1 SAT2 SBF2 SBNO2 SCARB2 SCIMP SCLT1 SCO2 SCPEP1 SDC3 SDHB SDSL SEC14L1 SEC24D SECTM1 SEMA4A SERPINA1 SERPINB8 SERPINB9 SERPING1 SH2B2 SH2B3 SH3BP2 SH3RF1 SHFL SHISA5 SHKBP1 SHTN1 SIDT2 SIGLEC1 SIGLEC14 SIGLEC5 SIGLEC7 SIGLEC9 SIL1 SIPA1L1 SIPA1L2 SIRPA SIRPB1 SIRPB2 SIRPD SKAP2 SLAMF7 SLAMF8 SLC11A1 SLC15A3 SLC15A4 SLC16A3 SLC16A6 SLC1A5 SLC20A1 SLC22A15 SLC22A4 SLC24A4 SLC25A24 SLC25A28 SLC27A3 SLC29A1 SLC2A6 SLC31A1 SLC31A2 SLC35A5 SLC35F6 SLC37A1 SLC37A2 SLC38A5 SLC38A7 SLC39A1 SLC39A11 SLC43A2 SLC43A3 SLC49A3 SLC6A12 SLC7A7 SLC8A1 SLC9A9 SLFN11 SLFN12 SMAD1 SMCHD1 SMCO4 SNCA SNTB1 SNX10 SNX11 SNX2 SNX20 SNX27 SOCS1 SOCS3 SORT1 SP100 SP110 SP140 SPATS2L SPI1 SPOPL SPPL2A SPTLC2 SQLE SQOR SRA1 SRC SRGAP2 SRGAP2B SSB ST14 ST3GAL5 ST8SIA4 STAB1 STAC3 STAM2 STARD4 STARD8 STAT1 STAT2 STAT3 STAT5A STIMATE STING1 STK3 STOM STS STX11 STX12 STX3 STXBP2 STYXL1 SUOX SUSD1 TAGLN TANK TAP1 TAP2 TAPBP TAPBPL TASL TATDN3 TBC1D2 TBC1D8 TBK1 TCF7L2 TCIRG1 TCN2 TDRD7 TENT5A TET3 TFE3 TFEC TGM2 THEMIS2 TIFA TIGAR TIMP1 TIMP2 TJP2 TLR1 TLR2 TLR4 TLR6 TLR7 TLR8 TMEM106A TMEM131L TMEM140 TMEM150B TMEM175 TMEM176A TMEM176B TMEM179B TMEM229B TMEM255A TMEM268 TMPPE TNFAIP2 TNFAIP6 TNFAIP8L2 TNFRSF14 TNFRSF1B TNFSF10 TNFSF13 TNFSF13B TNS1 TNS3 TOP1 TOR1B TOR4A TP53I3 TPMT TRAFD1 TRANK1 TREX1 TRIB1 TRIM14 TRIM21 TRIM22 TRIM25 TRIM26 TRIM38 TRIM5 TRPV4 TTC7A TTYH3 TUBA1A TUT7 TYMP TYROBP UBA3 UBA7 UBC UBE2D1 UBE2L6 UNC93B1 USF1 USP15 USP18 USP25 USP30-AS1 USP32 USP41 USP6NL UTRN VAMP3 VAMP5 VCPIP1 VDR VRK2 VTA1 WARS1 WAS WDFY1 WDFY3 WDR41 WIPI1 WSB1 XAF1 XKR8 XRCC4 XRN1 YIPF1 ZBP1 ZCCHC2 ZDHHC11B ZEB2 ZFP36 ZFYVE26 ZMIZ1 ZNF267 ZNF438 ZNFX1 ZSWIM6 ZAK_PBMC_MRKAD5_HIV_1_GAG_POL_NEF_AGE_20_50YO_3DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZAK_PBMC_MRKAD5_HIV_1_GAG_POL_NEF_AGE_20_50YO_3DY_DN BLK CNR2 CXCR5 EIF4B IL1R2 NIBAN3 OSBPL10 RFLNB SCARNA6 SLC45A3 TRBV6-4 ZAK_PBMC_MRKAD5_HIV_1_GAG_POL_NEF_AGE_20_50YO_3DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZAK_PBMC_MRKAD5_HIV_1_GAG_POL_NEF_AGE_20_50YO_3DY_UP ABI3 ACP2 AIM2 ALPK1 ANKFY1 C1QB C3AR1 CALML4 CARD6 CASP10 CASP5 CCR1 CD101 CD300E CLEC7A CMKLR1 CMPK2 CMTR1 CSF1R CTSL CX3CR1 CXCL10 CYSLTR1 DDX60 DHX58 DUSP6 EIF2AK2 EPSTI1 FCGR3A FFAR2 FGD2 FGD6 FLVCR2 FPGT FPR2 FPR3 GBP1 GCH1 GIMAP8 GPBAR1 GRN H1-0 HAVCR2 HERC5 HERC6 HSH2D HSPA6 IFI16 IFI27 IFI44 IFI44L IFI6 IFIH1 IFIT1 IFIT2 IFIT3 IFITM1 IFITM3 IGSF6 IL1RN IRF9 JUP KCNJ2 KMO LAP3 LGALS3BP LGALS9 LGALS9B LRRC25 LST1 LY6E MAFB MARCKS MBOAT1 MERTK MOV10 MS4A4A MTSS1 MX1 MX2 MYOF NLRC4 NMI OAS1 OAS2 OAS3 OASL P2RX7 PARP12 PARP9 PLSCR1 PML RIGI RSAD2 SAMD9 SAMD9L SCARB2 SECTM1 SERPING1 SHISA5 SIDT2 SIGLEC1 SIGLEC7 SLC20A1 SLC38A9 SP110 SQLE STAT1 SUOX TAP1 TASL TCF7L2 TDRD7 TFEC TLR1 TLR2 TLR6 TNFSF10 TNFSF13B TOR1B TRIM21 TRIM22 TRIM38 TRIM5 UBE2L6 USP18 WARS1 WSB1 XAF1 ZBP1 ZNFX1 ZAK_PBMC_MRKAD5_HIV_1_GAG_POL_NEF_AGE_20_50YO_AD5_NAB_TITERS_GTE_200_VS_LTE_200_1DY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZAK_PBMC_MRKAD5_HIV_1_GAG_POL_NEF_AGE_20_50YO_AD5_NAB_TITERS_GTE_200_VS_LTE_200_1DY_UP ABCD2 ABLIM1 ACADSB AGL AHCTF1 AHNAK AK5 AKR1C3 APBA2 ARHGAP15 ATPSCKMT BANK1 BCL2 BMI1 BNIP3 C12orf57 CAMK4 CCR7 CD1C CD22 CD27 CD3D CD96 CDCA7L CLEC2D CRIPT CRTAM CSE1L CYP27A1 DENND4C DLEU1 DLGAP1-AS1 DOCK9 DPH5 DPP4 DSC1 EIF3E EIF3L ERGIC2 ETS1 FCRL1 FOXP1 FXR1 G0S2 GCC2 GPR174 GTF2H3 GZMK H2AC8 HLTF HTATSF1 IGF1R IGHV3-21 IGLV1-40 INPP4B IP6K1 IPP ITGA6 ITGB3BP ITK KLF12 KLHDC2 KLRB1 KLRD1 KLRF1 KLRK1 KPNA4 LDHB LRIF1 LUC7L3 MAML2 MGAT4A MID2 MPHOSPH9 MPRIP MS4A1 N4BP2 NAA16 NAE1 NAP1L1 NDUFS5 NELL2 NPAT NSA2 NT5E NUCB2 PAIP2B PATJ PDE3B PLCB1 PNN POLR1E PPIL3 PRKACB PSIP1 PTGDR PWAR5 RASGRP1 RBL2 RCAN3 RNF125 RNF157 RORA RPL15 RPL17 RPS13 SATB1 SCARNA5 SESN1 SESN3 SFPQ SH2D1A SKAP1 SLC38A1 SLC4A7 SNORD116-14 SNORD4A SNORD4B SNORD5 SNORD6 SNORD8 STEAP4 TBC1D31 TC2N TCL1A THEMIS TLR10 TMEM204 TRABD2A TRAJ10 TRAJ13 TRAJ18 TRAJ20 TRAJ29 TRAJ3 TRAJ32 TRAJ33 TRAJ36 TRAJ37 TRAJ38 TRAJ40 TRAJ41 TRAJ45 TRAJ48 TRAJ5 TRAJ6 TRAJ9 TRAV13-2 TRAV17 TRAV19 TRAV20 TRAV22 TRAV23DV6 TRAV29DV5 TRAV3 TRAV41 TRAV8-2 TRBV19 TRBV27 TRBV4-2 TRGJP1 TRGV3 TTC3 USP34 USP53 ZKSCAN8 ZNF143 ZNF506 ZNF770 ZNF84 ZAK_PBMC_MRKAD5_HIV_1_GAG_POL_NEF_AGE_20_50YO_AD5_NAB_TITERS_GT_200_VS_LTE_200_1DY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZAK_PBMC_MRKAD5_HIV_1_GAG_POL_NEF_AGE_20_50YO_AD5_NAB_TITERS_GT_200_VS_LTE_200_1DY_DN ABI3 ADM AKR1A1 ANXA4 ASCL2 ASGR2 ATF3 ATF5 AXL BLVRA C1QB C1QC C2 C3AR1 C5AR1 CALML4 CAMK1 CASP5 CBR1 CCDC180 CCL8 CCRL2 CD300C CD300E CDKN1A CES1 CES1P1 CFB CFD CLEC12A CLEC6A CMKLR1 CNIH4 CXCL10 CXCL11 CYGB CYRIA DDAH2 DHRS7B EPHB2 FAM225A FAM25A FCAR GPBAR1 GPR141 GPR35 GPR84 HAVCR2 HBEGF HK3 ID1 IFI27 IGLV10-54 KCTD14 KIAA1958 KLHDC8B KMO KRTAP5-10 LGALS1 LILRA3 LILRB1 LINC00092 LINC00315 LOC401442 LTF MAFB MARCO MERTK METRNL MIR1250 MIR185 MS4A4A MTHFD2 NFKBIA NGFR NLRP3 NOTCH2NLA NR4A1 NSUN5P2 OR3A3 P2RY12 P2RY2 PER1 PILRA PTPRO RGL1 RRAS RTP4 SAMD4A SDC3 SDHB SEMA4A SERTAD1 SLC11A1 SLC27A3 SLC49A3 SLC6A12 SMCO4 SNORA5B SNORA80A SPRR2F TCN2 TLR7 TMEM150B TMEM255A TNFSF10 TP53I3 TRIB1 TSPEAR-AS2 VSTM1 ZBTB21 ZAK_PBMC_MRKAD5_HIV_1_GAG_POL_NEF_AGE_20_50YO_CORRELATED_WITH_CD8_T_CELL_RESPONSE_3DY_NEGATIVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZAK_PBMC_MRKAD5_HIV_1_GAG_POL_NEF_AGE_20_50YO_CORRELATED_WITH_CD8_T_CELL_RESPONSE_3DY_NEGATIVE ACTL9 ANKRD63 ANXA8L1 ARC ARTN ASS1 AZU1 BHLHA9 CCDC180 CCDC188 CCN5 CENPM CHKB CLCNKA CLDN19 CRIP3 CRYBB3 CSRP2 CTRB1 DEFB132 DLX1 DUSP15 DUSP9 EFNA2 ELFN1 FAM153A FLJ20021 FOXH1 GJA4 GNG8 GPIHBP1 GPR152 GPR37L1 GUCA2B KCNF1 KCNG2 KRTAP10-1 KRTAP10-12 KRTAP10-3 KRTAP10-4 KRTAP12-4 LCE1F LCE3A LHFPL4 LINC01144 LRRC30 LRRC3C LURAP1 LY6D LY6H LYPD2 MALL MIR1225 MIR1250 MIR132 MIR1909 MIR219A1 MIR598 MIR636 MOGAT3 MRPL23-AS1 NKX6-1 NPAP1 NPB NPPC NUTM2A-AS1 OLMALINC PCDHA13 PIP5KL1 PPP3R2 PRAP1 PROP1 PRR29 PRRT2 PRSS3 PSCA PSORS1C2 PTGER1 RBAK-RBAKDN RNU12 RPL7A SFTPD SLC35G6 SLC38A8 SNORA80B SOX15 SPSB4 SSTR5 TCEAL3 TEX28 TGFBR3L TIFAB TMEM210 TMEM92 TPSD1 TTC6 UBAP1L UPK3B ZAK_PBMC_MRKAD5_HIV_1_GAG_POL_NEF_AGE_20_50YO_CORRELATED_WITH_CD8_T_CELL_RESPONSE_3DY_POSITIVE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZAK_PBMC_MRKAD5_HIV_1_GAG_POL_NEF_AGE_20_50YO_CORRELATED_WITH_CD8_T_CELL_RESPONSE_3DY_POSITIVE ANKRD10-IT1 ANKRD12 ARHGAP12 ARID4A ATOSA ATRX CCDC186 CCNT1 CDK8 CEBPZOS CLEC2D COP1 CTDSPL2 DENND4C DHFR ESCO1 ESF1 FAM172A FBXO11 FYTTD1 GARS1-DT GCC2 GNG11 GOLGA4 GOLM2 GTF2H3 HAUS3 HAUS6 HNRNPA3 HOOK3 KDM3A KIF2A KIN KIR2DL1 KTN1 LCOR LMAN1 LRRC37B MAP4K5 MGAT4A MIER3 MIS12 PCGF5 PCNP PDGFD PIGK PIK3R1 PLEKHA1 PRKAR2B PTPN22 RAMAC RASA2 SBDS SH2D1B SINHCAF SLC16A6 SLC25A40 SLC30A9 SMURF2 SNORD28 SNRNP27 THAP9-AS1 TRAJ40 TRAV13-1 TRGC2 TRGJP1 TRPM7 WASHC2C ZBTB44 ZNF131 ZNF134 ZNF280D ZNF431 ZNF484 ZNF486 ZNF507 ZNF510 ZNF518A ZNF654 ZNF721 ZNF761 ZNF765 ZNF845 ZNHIT6 AIZARANI_LIVER_C10_MVECS_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIZARANI_LIVER_C10_MVECS_1 A2M ACKR1 ACP5 ACVRL1 ADAM15 ADAMTS1 ADAMTS9 ADCY4 ADGRF5 ADGRL4 AIF1L ALPL ANXA2 APOLD1 APP AQP1 ARAP3 ARHGAP23 ARHGAP29 ARHGAP31 ARL15 ASAP1 ATN1 ATP13A3 BCAM BHLHE40 BMPR2 BTNL9 C11orf96 C7 CALCRL CASKIN2 CAV1 CAV2 CAVIN1 CAVIN2 CCL15-CCL14 CCM2L CCN2 CD300LG CD320 CD34 CD36 CD59 CD9 CD93 CDC42EP3 CDC42EP4 CDH5 CDKN1A CHRM3 CHSY1 CLDN5 CLEC14A CLEC3B CLIC4 CNTNAP3B COL15A1 COL4A1 CPE CPNE2 CRIM1 CRIP2 CSRNP1 CXCL12 CYYR1 DLC1 DNASE1L3 DOCK9 DPYSL3 DUSP6 DYSF ECE1 EDN1 EDNRB EFNB1 EFNB2 EGFL7 ELK3 EMCN EMP1 EMP2 ENG EPAS1 EPHB4 ERG ESAM EXOC3L2 F2R F8 FAM107A FBLN2 FILIP1 FKBP1A FLNB FLT1 FOSB FOXC1 FXYD6 FZD4 GALNT15 GARRE1 GAS6 GASK1B GIMAP8 GJA1 GNA11 GNAS GNG11 GRB10 GSN HDAC7 HECW2 HEG1 HES1 HLA-DRB5 HLA-E HS3ST1 HYAL2 ID1 ID3 IFI27 IFITM3 IGFBP4 IGFBP7 IL33 IL6ST INPP1 INSR ITGA5 ITGA6 ITM2A ITPRIP JAM2 JUNB KCNN3 KDR KLF2 KLF4 KLF7 KLF9 LAMB2 LDB2 LIFR LIMCH1 LIMS2 LMNA LMO2 LRRC32 MAST4 MCC MEIS2 MGP MIDN MMRN1 MMRN2 MYADM MYCT1 MYO1C NDRG1 NEDD9 NES NFIA NFIB NHERF2 NOS3 NOSTRIN NOTCH4 NPDC1 NPR1 NR2F2 NRN1 NTS NUAK1 PALM PALMD PCAT19 PCDH12 PCDH17 PDE2A PDGFB PDLIM1 PEA15 PECAM1 PGM5 PIK3R3 PLAT PLPP1 PLPP3 PLVAP PRCP PRSS23 PTGDS PTPN14 PTPRB PTPRG PTPRM RAMP2 RAMP3 RBMS3 RBP7 RDX RGCC RHOJ RIPOR1 RNASE1 ROBO4 RPGR RPS6KA2 RUNX1T1 S1PR1 SASH1 SEC14L1 SERPINB6 SGK1 SH2D3C SHANK3 SHE SHROOM4 SLCO2A1 SMAD6 SNRK SNTB2 SOCS3 SOX17 SOX18 SOX7 SPARC SPARCL1 SPRY1 SPTBN1 SRPX ST6GALNAC3 STOM SYNPO TACC1 TAGLN2 TCF4 TEK TGFBR2 TGFBR3 TGM2 THBD TIE1 TIMP2 TIMP3 TINAGL1 TM4SF1 TM4SF18 TMCC3 TMEM204 TMTC1 TNS1 TNS2 TP53I11 TPM4 TSC22D1 TSPAN18 TSPAN7 TUBA1A TUBB6 UACA VIM VWA1 VWF WARS1 WWTR1 XIST YBX3 AIZARANI_LIVER_C11_HEPATOCYTES_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIZARANI_LIVER_C11_HEPATOCYTES_1 A1BG A1CF AADAC ABAT ABCA1 ACAA2 ACADM ACADSB ACAT1 ACSL1 ACSM2A ACSM5 ADH1A ADH1B ADH4 ADH6 ADI1 AFM AGT AGXT AHSG AKR1C1 AKR1C4 AKR1D1 ALAS1 ALB ALDH1A1 ALDH1L1 ALDH2 ALDH6A1 ALDH7A1 ALDH8A1 ALDOB AMBP ANG ANGPTL3 AOX1 APCS APOA1 APOA2 APOA5 APOB APOC1 APOC3 APOC4 APOC4-APOC2 APOE APOF APOH APOM AQP9 AR ARG1 ASGR1 ASGR2 ASS1 ATF5 ATP5PF AZGP1 BAAT BCHE BHMT BHMT2 BNIP3 C11orf54 C1R C1S C2 C3 C4BPA C4BPB C5 C6 C8A C8B C9 CALD1 CAT CBR1 CDO1 CES1 CES2 CFB CFH CFHR1 CFHR3 CFHR4 CFI CFL2 CLU CMBL COBLL1 CP CPB2 CPN2 CPS1 CXCL1 CYB5A CYP1A2 CYP27A1 CYP2A13 CYP2B6 CYP2C19 CYP2C8 CYP2C9 CYP2E1 CYP3A4 CYP3A5 CYP4A11 CYP4F2 CYP4F3 CYP8B1 DCXR DECR1 DHTKD1 DPYS ECHDC2 ECHS1 EHHADH ELL2 ENPP1 EPHX1 ERRFI1 F12 F2 F5 F9 FABP1 FBP1 FGA FGB FGG FGL1 FMO3 FMO5 FN1 FTCD G6PC1 GADD45A GADD45G GATM GBA3 GC GGH GHR GLUD1 GLYAT GLYATL1 GNMT GOT1 GPT2 GRHPR GSTA1 GSTA2 GYS2 HAAO HAL HAMP HAO1 HAO2 HGD HLF HMGCS2 HP HPD HPGD HPN HPR HPX HRG HSD11B1 HSD17B13 HSD17B6 HULC IDH1 IGF2 IGFBP1 IGFBP2 IL1RAP INSIG1 ITIH1 ITIH2 ITIH3 KLF15 KLKB1 KNG1 LEAP2 LECT2 LINC00261 LINC00844 LINC01554 LIPC LRG1 MAOB MAT1A MBL2 METTL7A MGST1 MLXIPL MMUT MSMO1 MST1 MT1E MT1F MT1G MT1M MT1X MT2A MTHFD1 MTHFS MTTP MYO1B NADK2 NNMT OAT ORM1 ORM2 PAH PBLD PCBD1 PCK1 PCK2 PDK4 PEBP1 PGRMC1 PHYH PIPOX PLG PLIN2 PON1 PON3 PPARGC1A PPP1R1A PRDX3 PRDX6 PRG4 PROC PROX1 PROZ PSAT1 PTGR1 PTMS PTP4A1 RARRES2 RBP4 RCL1 RETREG1 RGN RHOB RIDA SCD SCP2 SDC2 SDC4 SDS SELENBP1 SERPINA1 SERPINA11 SERPINA3 SERPINC1 SERPIND1 SERPINE1 SERPINF1 SERPINF2 SERPING1 SHMT1 SLC10A1 SLC13A5 SLC22A1 SLC27A2 SLC27A5 SLC2A2 SLC38A4 SLC39A14 SLC7A2 SMIM14 SOD1 SORD SPP2 SULT2A1 TAT TDO2 TF TLCD4 TMBIM6 TMEM176A TMEM176B TTR UGP2 UGT2B10 UGT2B15 UGT2B4 UGT2B7 UPB1 UQCRQ VNN1 VTN ZFAND5 AIZARANI_LIVER_C12_NK_NKT_CELLS_4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIZARANI_LIVER_C12_NK_NKT_CELLS_4 ALOX5AP BAG3 BTG2 BTN3A1 CACYBP CCL5 CD247 CD3E CD69 CD7 CMC1 CST7 DNAJA1 DNAJA4 DNAJB1 DUSP2 EOMES GNLY GZMA GZMK HSP90AA1 HSPA1A HSPA1B HSPA6 HSPA8 HSPD1 HSPH1 IFITM1 IFNG IKZF3 IL2RB IL2RG ITGAL KLRB1 KLRD1 KLRF1 KLRK1 LCP1 NKG7 PTPRC PYHIN1 RAC2 RUNX3 STK17A SYTL3 TRGC1 TXK TXNIP WIPF1 AIZARANI_LIVER_C13_LSECS_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIZARANI_LIVER_C13_LSECS_2 A2M ACP5 ACTN1 ADAMTS4 ADD3 ADGRF5 ADGRL4 ADM AFF1 AKAP12 ALPL ANKS1A ANPEP APLNR APOL1 APOLD1 APP ARAP3 ARHGEF7 ASAP1 ATP13A3 BAIAP2 BSDC1 BST2 BTNL9 C11orf96 C1QTNF1 C5AR2 CALCRL CALU CAVIN1 CAVIN2 CCL14 CCL15-CCL14 CD14 CD36 CD4 CD59 CD93 CDC42EP4 CDH5 CFP CLDN5 CLEC14A CLEC1B CLEC3B CLEC4G CLEC4M CNN3 COL4A1 COL4A2 COL6A2 CPNE2 CRHBP CSRNP1 CTSD CTSL CUL4B CXCL16 DAAM1 DAB2 DENND4C DLC1 DLL1 DNASE1L3 DUSP5 ECE1 EDN1 EDNRB EFNB1 EFNB2 EGFL7 EHD3 ELK3 EMCN ENG EPAS1 EPHB4 EPOR ERG ESAM EXOC3L2 F2R F2RL3 F8 FAM107A FAM167B FCGR2B FCGRT FCN2 FCN3 FEZ1 FGFR1 FILIP1 FLNB FLT1 FLT4 FSCN1 FXYD6 FZD4 GALNT15 GARRE1 GAS2L1 GATA4 GBP4 GIMAP8 GJA4 GNG11 GPR182 HDAC7 HECW2 HEG1 HES1 HIPK2 HLA-E HYAL2 ID1 ID3 IFI27 IFI44L IFITM10 IFITM3 IGFBP4 IGFBP7 IL1R1 IL33 IL4R IL6ST INSR ITPRIP KDR KLF2 KLF4 KLF7 LAMB2 LAPTM4B LDB2 LGMN LIFR LIMCH1 LIMS2 LPAR6 LRATD1 LYVE1 MAF MAN1C1 MAP3K6 MARCKS MARCKSL1 MEG3 MEIS2 MID1 MMRN2 MRC1 MRO MS4A6A MXD4 MYCT1 MYO10 MYO1C NEDD9 NFIB NHERF2 NID1 NISCH NOS3 NOSTRIN NOTCH4 NOVA2 NPDC1 NPL NPR1 NPY1R NR2F1 NR2F2 NRP1 NRP2 NTN4 NTS NUAK1 NXPE3 OIT3 PALM PCAT19 PCDH17 PDE2A PDE7B PDK4 PDLIM1 PECAM1 PGM5 PHACTR2 PIM3 PLAC8 PLPP3 PLTP PLXND1 PPFIBP1 PRCP PREX2 PRSS23 PTPRB PXDN RAMP2 RAMP3 RAPGEF5 RASAL2 RASIP1 RDX RELN RNASE1 RNF115 ROBO4 RPGR S100A16 SASH1 SDCBP SEC14L1 SELENON SEMA6A SERPINH1 SGK1 SGSM1 SH2D3C SHANK3 SHC2 SHE SLC16A1-AS1 SLC27A3 SLC7A8 SLCO2A1 SLCO4A1 SMAD6 SMTN SNTB2 SPARC SPRY4 ST6GALNAC3 STAB1 STAB2 TACC1 TAMALIN TBC1D4 TCF4 TCF7L1 TCIM TCN2 TEK TFPI TFPI2 TGFBR2 TGFBR3 TGM2 TIE1 TIMP1 TIMP2 TIMP3 TINAGL1 TLR4 TM4SF1 TM4SF18 TMCC3 TMEM204 TMEM255B TMEM256-PLSCR3 TMEM37 TMEM44 TNS2 TP53I11 TPM4 TRIOBP TSPAN14 TSPAN18 TSPAN7 TUG1 USP13 WARS1 WSB1 ZCCHC24 ZNF117 ZNF160 ZNF451 ZNF765 AIZARANI_LIVER_C14_HEPATOCYTES_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIZARANI_LIVER_C14_HEPATOCYTES_2 A1BG A1CF ABAT ABHD14A-ACY1 ACAA2 ACAT1 ACSM2A ACSM5 ADH1A ADH1B ADH4 ADH6 ADI1 AFM AGXT AHSG AKR1C4 AKR1D1 ALAS1 ALDH1A1 ALDH1L1 ALDH2 ALDH4A1 ALDH6A1 ALDH8A1 ALDOB AMBP ANG ANGPTL3 APCS APOA1 APOA2 APOA5 APOB APOC1 APOC3 APOC4 APOC4-APOC2 APOE APOH APOM ARG1 ASGR1 ASGR2 ASS1 ATF5 ATP5PF AZGP1 BAAT BHMT BHMT2 BNIP3 C1R C1S C2 C3 C4BPA C4BPB C8A C8B C9 CES1 CFB CFH CFHR1 CFHR3 CLU CMBL CP CPN2 CPS1 CRP CRYL1 CYB5A CYP1A2 CYP27A1 CYP2A13 CYP2B6 CYP2C8 CYP2C9 CYP2D6 CYP2E1 CYP3A4 CYP4A11 CYP4F3 CYP8B1 DCXR DPYS ECHS1 EHHADH EPHX1 ETFB F12 F2 F9 FABP1 FAH FBP1 FGA FGB FGG FGL1 FMO3 FTCD FTL GADD45G GAMT GATM GC GJB1 GLYAT GLYATL1 GPT2 GPX2 GPX3 GRHPR GSTA1 GSTA2 HAAO HAMP HAO1 HAO2 HGD HMGCS2 HP HPD HPN HPR HPX HRG HSD17B6 HULC IFITM3 IGF2 IGFBP1 IGFBP4 INSIG1 ITIH1 ITIH3 KNG1 LBP LDHA LEAP2 LECT2 LINC01554 LRG1 MAT1A MGST1 MLXIPL MPC1 MPST MST1 MT1E MT1F MT1G MT1H MT1X MT2A MTHFS NIPSNAP1 NNMT ORM1 ORM2 PBLD PCBD1 PCK1 PEBP1 PHYH PIPOX PLA2G2A PLG PLIN2 PON1 PON3 PRAP1 PRDX6 PRG4 PTGR1 PTMS PTP4A1 QDPR QPRT RARRES2 RBP4 RBP5 RDH16 REEP6 RGN RIDA SAA1 SAA2 SAA4 SCD SCP2 SDS SELENBP1 SERPINA1 SERPINA11 SERPINA3 SERPINA6 SERPINC1 SERPIND1 SERPINF1 SERPINF2 SERPING1 SHMT1 SLC10A1 SLC22A1 SLC27A5 SMIM14 SOD1 SORD SPP2 SULT2A1 TAT TDO2 TF TLCD4 TMEM176A TMEM176B TST TTR UGT2B10 UGT2B7 UQCRQ VTN AIZARANI_LIVER_C17_HEPATOCYTES_3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIZARANI_LIVER_C17_HEPATOCYTES_3 A1BG ABCA1 ACSL1 ACSM2A ADH1A ADH1B ADH4 AFM AGXT AHSG AMBP ANG APOA1 APOA2 APOA5 APOB APOC1 APOC3 APOE APOH ASGR1 ASGR2 AZGP1 BAAT C1R C1S C3 C5 C9 CES1 CES2 CFB CFH CFHR3 CLU CP CPS1 CRP CXCL1 CYP1A2 CYP2A13 CYP2B6 CYP2C19 CYP2C8 CYP2C9 CYP2E1 CYP3A4 CYP4F3 CYP8B1 DCXR EPHX1 F12 F2 F5 FGA FGB FGG FGL1 FN1 FTCD GPT2 HP HPN HPX HRG IGF2 IGFBP1 IGFBP2 ITIH1 ITIH3 KNG1 LRG1 MAT1A MLXIPL MST1 MT2A NNMT ORM1 ORM2 PLG PLIN5 PTMS RARRES2 RBP4 SAA1 SELENBP1 SERPINA1 SERPINA3 SERPINC1 SERPIND1 SERPINE1 SERPINF1 SERPINF2 SERPING1 SLC27A5 SULT2A1 TF TMEM176A TMEM176B TNFSF14 UGT2B7 VTN AIZARANI_LIVER_C18_NK_NKT_CELLS_5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIZARANI_LIVER_C18_NK_NKT_CELLS_5 ADA2 ADGRE2 AIF1 ALOX5 ANXA1 APOBEC3A AREG ATP2B1 ATP2B1-AS1 ATP6V1B2 BAG3 BCL2A1 C1orf162 C3AR1 C5AR1 CCDC88A CCL3L3 CCR1 CD163 CD37 CD83 CEBPB CLEC7A COTL1 CPVL CSF1R CST3 CTSS CXCL8 CYBB DNAJA1 DNAJB1 EVI2B FCER1G FCGR2A FCGR3A FCN1 FGD4 FGL2 FGR FPR1 FTH1 GADD45B GPR183 HBEGF HCK HCLS1 HK3 HLA-DMA HLA-DPA1 HLA-DPB1 HLA-DQB1 HLA-DRA HSP90AA1 HSP90AB1 HSPA1A HSPA1B HSPA6 HSPB1 HSPD1 HSPH1 IER3 IER5 IGSF6 IL1B IRAK3 ITGAX JARID2 KCTD12 KLF2 KLF4 LAPTM5 LILRB1 LILRB2 LILRB3 LST1 LYN LYZ MACROH2A1 MAFB MARCHF1 MNDA MPEG1 MS4A7 NCF1 NCF2 NPC2 P2RX7 PABPC4 PHACTR1 PLAUR PLEK PMAIP1 POU2F2 PSAP PTK2B PTPN6 PTPRE RAB31 RGS2 RILPL2 RNASE6 RNF144B S100A11 S100A8 S100A9 SAMHD1 SAT1 SCIMP SGK1 SLC11A1 SLC7A7 TET2 TGFBI TLR2 TNFAIP2 TNFRSF1B TYROBP VCAN VIM ZEB2 AIZARANI_LIVER_C1_NK_NKT_CELLS_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIZARANI_LIVER_C1_NK_NKT_CELLS_1 ADGRE5 ADGRG1 AKNA ALOX5AP APOBEC3C APOBEC3G ARHGAP25 ARHGAP30 ARHGAP45 ARHGAP9 ARHGDIB ARL4C ATM B2M BCL11B BIN2 BTG1 BTN3A1 CBLB CCL5 CCR5 CD2 CD247 CD3D CD3E CD3G CD44 CD48 CD53 CD7 CD8A CD8B CD96 CELF2 CLEC2D CMC1 CNOT6L CORO1A CST7 CTSW CXCR4 CXCR6 CYFIP2 CYTIP DENND2D DUSP2 EMB EOMES ETS1 EVL FCMR FCRL6 FLNA FYB1 FYN GCSAM GIMAP7 GNLY GZMA GZMB GZMH GZMK GZMM HCST HLA-A HLA-B HLA-C HLA-F HOPX IFITM1 IKZF1 IKZF2 IKZF3 IL2RB IL2RG IL32 IPCEF1 ISG20 ITGAL ITGB2 KLRD1 KLRF1 KLRG1 KLRK1 LCK LCP1 LNPEP LYST MAPK1 MBP MIAT MLLT6 NKG7 NLRC5 PARP8 PCED1B-AS1 PDE7A PIK3IP1 PIK3R1 PIP4K2A PLAAT4 PPP1R18 PPP2R5C PRDM1 PRF1 PRKACB PRKCB PRKCH PRKCQ PTP4A2 PTPN22 PTPRC PTPRCAP PVRIG PYHIN1 RAC2 RASAL3 RASSF5 RBM38 RESF1 RGS1 RPL23A RPL27A RPL30 RPS27 RPS29 RPS3 RPSA RUNX3 SASH3 SEMA4D SH2D1A SH2D2A SH3BGRL3 SH3KBP1 SLA SLAMF6 SLAMF7 SLC38A1 SLFN5 STK10 STK17A STK4 SYTL3 TBC1D10C TBX21 TIGIT TMC8 TMSB4X TNFRSF1B TRAC TRBC1 TRBC2 TRGC1 TXNIP WIPF1 ZFP36L2 AIZARANI_LIVER_C20_LSECS_3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIZARANI_LIVER_C20_LSECS_3 ACKR3 ACP5 ACTN1 ADAM9 ADAMTS1 ADAMTS4 ADAMTS9 ADGRF5 ADGRL4 ADM AFF4 AHCTF1 AKAP12 ANGPTL4 ANKRD11 APOLD1 APP ARGLU1 ARHGAP23 ARHGAP26 ARHGAP29 ARHGEF7 ARSG ASAP1 B4GALT5 BAZ1A BDP1 BHLHE40 BMPR2 BNIP3L BTNL9 C11orf96 C1QTNF1 C5AR2 CAMSAP2 CAVIN1 CAVIN2 CCDC144A CCDC50 CCL15-CCL14 CD14 CD36 CD59 CD9 CD93 CDC37 CDC42BPB CDH5 CDK17 CDKN1A CEMIP2 CEP170 CHD7 CHSY1 CLEC1B CLEC4G CLEC4M CNKSR3 COL4A1 COL4A2 CRHBP CRIM1 CSNK1E CTSL CUL4B CXCL16 DAAM1 DAB2 DCUN1D3 DDX21 DDX3Y DLC1 DNASE1L3 DNMBP DNTTIP2 DUSP5 DUSP6 DYNC2I1 EEA1 EFNB2 EIF5B EMP1 ENG EPAS1 ERG ESAM ETS2 F8 FAM107A FAM43A FCN2 FCN3 FGF23 FGFR1 FILIP1 FKBP1A FLNB FLT1 FNDC3B FOSL1 FOSL2 FOXC1 FXYD6 GALNT1 GARRE1 GOLGA4 GOLGB1 GPRC5A GRB10 HERC1 HIC1 HIF1A HIPK2 HPCAL1 HYAL2 ICAM1 IFI16 IFI27 IGFBP7 IL1R1 IL1RL1 IL33 IL4R IL6ST INSR ITGA5 ITGA9 ITPKC ITPRIP IVNS1ABP JAM3 JMJD1C JUND KCTD20 KDM6B KDR KLF7 LDB2 LGMN LIFR LIMA1 LIMCH1 LMNA LRRC32 LUZP1 LYVE1 MACF1 MAP1B MARCHF3 MARCKS MARCKSL1 MAST4 MCAM MEG3 MID1 MIR4435-2HG MRC1 MRO MYCT1 MYO10 NAMPT NAV1 NCL NCOA7 NDRG1 NFKBIA NID1 NOLC1 NOS3 NOTCH4 NR2F1 NR5A2 NRIP1 NRP1 NRP2 NXPE3 OIT3 OSMR PAPSS2 PCDH17 PDE2A PDLIM1 PEA15 PEAK1 PHC2 PIEZO2 PLAUR PLCB1 PLEKHG1 PLPP3 PLTP PLXNA2 PNP PPFIBP1 PPP1R15A PRCP PREX2 PRICKLE2 PRKD3 PRSS23 PTPN1 PTPRB PVR PXDN PXN RAI14 RALA RAPGEF5 RASIP1 RBBP6 RBM17 RBM25 RBMS1 RDX RELN RHOJ RIPOR1 ROBO4 ROCK2 RPGR RRBP1 S100A16 S1PR1 SASH1 SBNO2 SDCBP SEC14L1 SEMA3F SEMA6A SERPINE1 SERPINH1 SGK1 SHANK3 SHROOM4 SLC20A1 SLC25A37 SLC2A3 SLC4A7 SLC7A1 SLC7A8 SLCO4A1 SNRK SNX9 SOCS3 SOGA1 SORBS1 SOX17 SOX7 SPAG9 SPARC SPRY4 SRGAP1 SSH1 STAB1 STAB2 STC1 STC2 STX12 TAL1 TANC1 TCERG1 TCF4 TCF7L2 TCIM TFPI TFPI2 TGFBR3 TGM2 THBD TIE1 TIMP1 TIMP3 TINAGL1 TM4SF1 TMEM51 TNFRSF10B TNFRSF10D TOP1 TOX2 TUBB6 UACA UGCG UPP1 USP13 VCL WARS1 WDR43 WSB1 WWTR1 YBX3 YES1 ZEB1 ZEB2 ZNF160 ZNF462 AIZARANI_LIVER_C21_STELLATE_CELLS_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIZARANI_LIVER_C21_STELLATE_CELLS_1 ACTA2 ACTN1 ACTN4 ADAMTS1 ADAMTS2 ADAMTSL2 AEBP1 AGTR1 ALDH1A1 ANK3 ANTXR1 ARID5B ATN1 BGN BMP2 BTG2 C11orf96 C1QTNF1 C1R C1S C7 CALD1 CAV1 CAVIN1 CAVIN3 CCBE1 CCDC3 CCDC80 CCL2 CCN1 CCN2 CCNI CD63 CD81 CDC42EP3 CDKN1A CEBPB CEBPD CFH CH25H CITED2 CLDN11 COL14A1 COL1A1 COL1A2 COL3A1 COL4A1 COL4A2 COL5A1 COL6A1 COL6A2 COL6A3 COLEC11 CPXM2 CRISPLD2 CRYAB CSRNP1 CSRP1 CTDSPL CXCL12 CYBRD1 DCN DDR2 DEPP1 DKK3 DPT DPYSL2 DSTN DYNLL1 EDNRB EFEMP1 EGR1 EMP1 ENG EPAS1 FBLN1 FBLN2 FBLN5 FBN1 FHL1 FILIP1L FOS FOSB FSTL1 GEM GGT5 GLUL GPC6 GPX3 GSN H19 HGF HLA-DRB1 HSPB1 IER3 IFITM2 IFITM3 IGFBP3 IGFBP4 IGFBP5 IGFBP7 IL1RL1 INMT ITGA8 ITGA9 ITGB1 ITGB5 ITM2C JUNB KAZN KLF4 LAMB1 LAMC1 LAMC3 LGALS1 LGALS3BP LMNA LRP1 LTBP4 LUM MAFF MAP1B MARCKS MASP1 MATN2 MFAP4 MGP MITF MKNK2 MMP19 MMP2 MT1M MXRA7 MYADM MYC MYH10 MYL9 MYLK NEXN NFIA NFIX NR2F1 NR2F2 OLFML3 PALLD PCDH9 PCOLCE PDGFRA PHLDA1 PLCXD3 PRELP PROS1 PRSS23 PTGDS PTN QSOX1 RBMS3 RBP1 RBPMS RGS16 RGS2 RGS4 RN7SK RND3 RRAS SERPINE1 SERPINF1 SFRP1 SLC38A2 SLIT3 SOCS3 SOD3 SPARC SRPX SSPN SYNPO2 TCEAL4 TCF4 THBS1 THBS2 THY1 TIMP1 TIMP2 TIMP3 TIPARP TMEM204 TNS1 TPM4 TSC22D1 TSC22D2 VCL VIM ZFP36 ZFP36L1 AIZARANI_LIVER_C22_RESIDENT_B_CELLS_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIZARANI_LIVER_C22_RESIDENT_B_CELLS_2 AMPD1 BLOC1S5-TXNDC5 BTG2 CD27 CD79A CREB3L2 CRELD2 DERL3 ERLEC1 FCRL5 FKBP11 FOSB H1-10 HERPUD1 HLA-DOB HSP90B1 ITM2C LY9 MEI1 MZB1 PLPP5 POU2AF1 PRDX4 PTK2B RAB30 SDF2L1 SEC11C SLAMF7 SPCS2 SSR4 TENT5C TSC22D3 XBP1 AIZARANI_LIVER_C23_KUPFFER_CELLS_3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIZARANI_LIVER_C23_KUPFFER_CELLS_3 ACTB ADA2 AGFG1 AHR AIF1 ALDOA ALOX5 ANXA1 AP1S2 APLP2 APOBEC3A AREG ARRB2 ATP2B1 ATP2B1-AS1 ATP6V0B ATP6V1B2 BASP1 BCL2A1 BCL6 C1orf162 C5AR1 CALM2 CCDC69 CCDC88A CCR1 CD14 CD163 CD300E CD37 CD44 CD52 CD55 CD93 CDC42EP3 CFD CFP CKAP4 CLEC12A CLEC4E CLEC7A CNTRL COTL1 CPPED1 CPVL CREB5 CSF3R CSGALNACT2 CSTA CTSB CTSS CXCL8 CYBB DDX60L DOK3 DUSP6 EFHD2 EMILIN2 EREG EVI2B FBLIM1 FCER1G FCGR2A FCN1 FGL2 FGR FKBP1A FPR1 FTH1 FYB1 GAS7 GCA GK GLIPR2 GMEB1 GMFG GNAI2 GRB2 GRK2 GRN HCK HCLS1 HK3 HSPA1A HSPA1B IFNGR2 IGSF6 IL17RA IL1B IL1R2 IRAK3 IRS2 ITGAM ITGAX ITGB2 JAML JARID2 JDP2 KCNMB1 KCTD12 KLHL8 LAPTM5 LGALS1 LILRB2 LILRB3 LIMS1 LINC01001 LINC02909 LRRFIP1 LRRK2 LST1 LTA4H LY86 LYN LYZ MACC1 MACROH2A1 MAFB MARCHF1 MEGF9 METTL21A MNDA MPEG1 MPP1 MX2 MYO1F NAIP NAMPT NCF2 NFAM1 NFKBIA NLRP12 OAZ1 PARVG PCDH11Y PELATON PHC2 PILRA PKM PLAUR PLBD1 PLCB2 PLEK PLP2 PLXDC2 POU2F2 PREX1 PRKCB PRKCD PSAP PTAFR PTEN PTGS2 PTK2B PTPRE RAB31 RASSF2 RGS2 RHOG RILPL2 RIPOR2 RN7SL368P RNASEK RNF130 RNF144B ROCK1 RTN3 S100A10 S100A11 S100A12 S100A4 S100A6 S100A8 S100A9 SAMHD1 SAMSN1 SAT1 SDCBP SECTM1 SELL SERPINB1 SH3BGRL3 SIRPB1 SIRPB2 SKAP2 SLA SLC11A1 SLC25A37 SLC2A3 SLC43A2 SLC7A7 SMAP2 SOD2 SPTLC2 SRGN TALDO1 TET2 THBS1 TKT TLR2 TMEM127 TNFAIP2 TNFRSF1B TNFSF13B TREM1 TRIM38 TRPS1 TSPO TYMP TYROBP USP15 VCAN VIM VMP1 VNN2 VSIR VSTM4 WAS ZEB2 ZNF281 ZNF471 AIZARANI_LIVER_C24_EPCAM_POS_BILE_DUCT_CELLS_3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIZARANI_LIVER_C24_EPCAM_POS_BILE_DUCT_CELLS_3 ABHD2 ABLIM1 ACTG1 ACTN4 AFDN AGR2 AKR1B10 AKR1C2 ANPEP ANXA11 ANXA13 ANXA2 ANXA4 ANXA5 AQP1 AQP3 ATF3 ATP1A1 ATP1B1 BACE2 BEX3 BIRC3 BMP2 CALM2 CAMK2N1 CAPN2 CAV2 CCND1 CD151 CD24 CD59 CD63 CDC42EP1 CDH1 CDKN1C CEACAM6 CES1 CFTR CGN CHP1 CHST4 CLDN1 CLDN10 CLDN3 CLDN4 CLDN7 CLIC1 CLINT1 CLU CPM CRYAB CTSH CXCL6 CXCL8 CYFIP1 CYSTM1 DCDC2 DDR1 DEFB1 DSG2 DSP DSTN DUSP4 DYNC1I2 EEIG1 ELF3 ENAH EPCAM ERBB3 EZR FA2H FXYD3 GABRP GADD45A GALNT4 GCNT3 GOLM1 GPX2 GSTP1 GTF2I HBEGF HSPB1 ITGB1 KCNJ15 KIAA1522 KLF5 KLK11 KRT18 KRT19 KRT7 KRT8 LAD1 LAMB3 LCN2 LGALS2 LGALS3 LGALS4 LMNA LMO4 LMO7 LRP10 MAL2 MLPH MMP7 MSI2 MUC1 MUC13 MUC5B MUCL3 MYADM MYL12B MYL6 MYO1C NECTIN2 NFIB NQO1 NR2F2 OCLN ONECUT2 PDZK1IP1 PERP PHLDA2 PIGR PLD1 PMEPA1 PPDPF PRDX5 PTPRF RAB11FIP1 RAC1 RBM47 S100A10 S100A11 S100A14 S100A6 SDC4 SDCBP2 SGMS2 SHROOM3 SLC12A2 SLC12A7 SLC4A4 SLC5A1 SLPI SORBS2 SOX4 SOX9 SPATS2L SPINK1 SPINT1 SPINT2 SPP1 SPTBN1 TACSTD2 TAGLN2 TAX1BP3 TENT5A TFF3 TJP1 TM4SF1 TM4SF4 TMC5 TNFAIP2 TNFRSF12A TNFRSF21 TPM1 TPM4 TPPP3 TRNP1 TSPAN3 TSPAN8 TSPO TST TTN TUBB TUBB2A TUBB4B TXLNG TXN UGT2B15 VAMP8 VSTM2L VTCN1 WEE1 WFDC2 AIZARANI_LIVER_C25_KUPFFER_CELLS_4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIZARANI_LIVER_C25_KUPFFER_CELLS_4 ACTB ADA2 ADGRE2 AHR AIF1 ANXA1 AP1S2 AREG ARRB2 ATP1B3 ATP2B1 ATP6V1B2 B3GNT5 BASP1 C1orf162 C5AR1 CCDC88A CD163 CD1C CD55 CD83 CD86 CELF2 CIITA CLEC10A CLEC4E CLEC7A CLN8 CMTM6 CNTRL COTL1 CPVL CSF1R CST3 CTSS CXCL16 CXCL3 CXCL8 CXCR4 CYBB DDX21 EMILIN2 EREG EVI2B FCER1A FCER1G FCGR2A FCN1 FGD4 FGL2 FGR FLT3 FPR1 FTH1 GAPT GNA13 GPAT3 GPR183 GPX1 GRN GZMB H3-3A HBEGF HCK HCLS1 HERPUD1 HLA-DMA HLA-DMB HLA-DOA HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB5 HSPA6 ICOSLG IER3 IGSF6 IL13RA1 IL1B IL1R2 IL1RN IRAK3 IRF4 IRF8 ITGAX ITGB2 JAML JARID2 KCTD12 KDM6B KLF4 KLHL6 LAPTM5 LGALS9 LILRB1 LILRB2 LILRB3 LIMS1 LITAF LRRFIP1 LST1 LYN LYZ MACROH2A1 MAFB MAP3K8 MARCHF1 METRNL MIS18BP1 MNDA MPEG1 MS4A7 NAMPT NCF2 NLRP3 NPC2 NR4A2 NR4A3 OGFRL1 PABPC1 PABPC4 PHACTR1 PLAUR PLD4 PLEK PMAIP1 POU2F2 PPT1 PSAP PSTPIP2 PTK2B PTPRE RAB31 REL RGCC RGS1 RGS2 RHOQ RILPL2 RNASE6 RNASET2 RNF144B RPL36A S100A11 SAMHD1 SAMSN1 SAT1 SELL SERPINB9 SGK1 SH2B3 SLC11A1 SLC15A3 SRGN STK17B SYK TET2 TGFBI THBD THBS1 THEMIS2 TLR2 TMSB10 TNFRSF1B TNFSF13B TYROBP VCAN VEGFA VIM ZEB2 ZNF331 AIZARANI_LIVER_C28_NK_NKT_CELLS_6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIZARANI_LIVER_C28_NK_NKT_CELLS_6 AKNA ANXA1 AREG ARHGDIB ATP1B3 AUTS2 BCL11B BTG1 CD40LG CD44 CD52 CD53 CD69 CDC42SE2 CELF2 CNOT6L CREM CRYBG1 CXCL13 CXCR4 CXCR6 CYTIP DUSP4 EMB EML4 ETS1 EVI2A FAM177A1 FNBP1 FYN GATA3 GPR171 GPRIN3 IL2RG IL7R ITK JUNB KIT KLRB1 LCP1 LEF1 LEPROTL1 MAF MYBL1 NFKB1 NIBAN1 NR3C1 PARP8 PBXIP1 PDCD4 PDE4D PDE7A PIK3R1 PIM2 PPP1CB PPP1R2 PPP2R5C PRDM1 PTGER4 PTPRC RASSF5 RBPJ RCAN3 RGCC RGS1 RNF125 RPL36A RPS27 RPS27A RPS29 RUNX3 SAMSN1 SARAF SATB1 SH2D2A SLA SLC38A1 SMAP2 SMCHD1 SPOCK2 SRGN STK17A STK17B STK4 SYTL3 TCF7 TENT4B TENT5C TNFAIP3 TRAC TRBC2 TSC22D3 TXNIP USP36 WIPF1 XCL1 ZC3HAV1 ZFP36L2 ZNF331 AIZARANI_LIVER_C29_MVECS_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIZARANI_LIVER_C29_MVECS_2 A2M ABI3BP ABLIM1 ACKR3 ACTN1 ADAMTS1 ADAMTS4 ADAMTS9 ADGRF5 ADGRG1 ADGRL4 AFF1 AHNAK AIF1L AKAP12 ANXA1 ANXA2 APOLD1 APP AQP1 ARHGAP23 ARHGAP31 ARID5B ARL4A ASAP1 ATN1 ATP1A1 ATP1B3 AVPI1 B4GALT1 B4GALT5 BGN BMP4 BMPR2 BMX C11orf96 C1QTNF1 C7 CALCRL CAV1 CAV2 CAVIN1 CAVIN2 CCL15-CCL14 CCN1 CCN2 CD151 CD320 CD34 CD55 CD59 CD9 CD93 CDC42EP3 CDH5 CDKN1A CGNL1 CHSY1 CLDN5 CLEC14A CLEC3B CMIP CNTNAP3B COL3A1 COL8A1 CPE CRIM1 CRIP2 CRTAP CSRP1 CTNNAL1 CYB5R3 CYYR1 DDX21 DKK3 DLC1 DOC2B DOCK9 DPYSL2 DPYSL3 DSTN DUSP6 ECE1 EDN1 EFNB2 EHD2 EHD4 ELK3 EMCN EMP1 ENG EPAS1 ERG ESAM F2R F8 FAM107A FBLN2 FGD5 FGF2 FILIP1 FILIP1L FKBP1A FLNB FLOT1 FLT1 FNIP2 FOSB FOSL1 FOXC1 FXYD6 GALNT15 GARRE1 GJA1 GJA5 GNAI2 GNAS GNG11 GPM6A GPRC5A GPX3 GSN HBEGF HEG1 HIF1A HLA-E HSP90AB1 HSPB1 HYAL2 ID1 ID3 IFI27 IFI6 IFITM2 IFITM3 IGFBP3 IGFBP4 IGFBP7 IL1R1 IL1RL1 IL33 IL6 INMT INPP1 INSR ITGA5 ITM2A ITM2B ITPKC ITPRIP JAM2 JMJD1C JUND KCNN3 KCTD12 KDM6B KLF2 KLF3 KLF4 LAMB2 LDB2 LIFR LIMA1 LIMCH1 LMNA LMO2 LRRC32 LTBP4 LUZP1 MAFF MAST4 MATN2 MDK MECOM MGP MIDN MIR22HG MMRN1 MMRN2 MYADM MYC MYCT1 MYO1C MYOF NASP NCOA7 NDRG1 NDRG4 NEDD9 NFATC1 NFATC2 NFIA NFIB NIBAN2 NOLC1 NOP56 NOS3 NOTCH4 NPDC1 NR2F1 NR2F2 NRN1 NTS NUDT10 OAZ2 OMD PALM PALMD PARVA PDLIM1 PDLIM5 PEA15 PECAM1 PGM5 PKIG PLEC PLPP1 PLPP3 PLSCR4 PLTP PLVAP PNP POSTN PREX2 PRSS23 PTGDS PTGIS PTGS1 PTHLH PTPN12 PTPN14 PTPRB PTPRG PTTG1IP RAMP2 RAMP3 RBMS3 RFK RFX2 RHOJ RIPOR1 RNASE1 RPGR RSPO3 S100A10 S100A16 S1PR1 SASH1 SEC14L1 SELE SELP SERPINB6 SERPINB9 SERPINE1 SKI SLCO2A1 SNTB2 SOCS3 SOX7 SPAG9 SPARCL1 SPRY1 SPRY4 SPTAN1 SPTBN1 SRPX ST6GALNAC3 STC1 STOM SULF2 SWAP70 SYNPO TACC1 TAGLN2 TCF4 TCF7L1 TEK TFPI TFPI2 TGFBR3 TGM2 THBD TIE1 TIMP1 TIMP2 TIMP3 TINAGL1 TLR4 TM4SF1 TMCC3 TMEM47 TMSB10 TMTC1 TNS2 TP53I11 TPM4 TRIOBP TSC22D1 TSC22D2 TSPAN18 TSPAN7 TTC28 TUBA1A TUBB4B TUBB6 UACA UPP1 VIM VWF WARS1 WWTR1 YBX3 YWHAE AIZARANI_LIVER_C2_KUPFFER_CELLS_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIZARANI_LIVER_C2_KUPFFER_CELLS_1 ADA2 ADAM28 AHR AIF1 ALOX5 ANXA1 AP1S2 AREG ARPC1B ARPC3 ARRB2 ATP1B3 ATP6V1B2 AXL BASP1 BCAT1 C1QA C1QB C1QC C1orf162 C3AR1 C5AR1 CALHM6 CCDC88A CCL3L3 CCR1 CD163 CD1C CD37 CD83 CD84 CD86 CELF2 CIITA CLEC10A CLEC4E CLEC7A COTL1 CPM CPVL CSF1R CST3 CTSB CTSH CTSS CXCL16 CXCL8 CYBB CYRIB DPYSL2 EMILIN2 EVI2B F13A1 FABP5 FCER1A FCER1G FCGBP FCGR2A FCGR2B FCGR3A FGD2 FGL2 FGR FPR1 FPR3 FTH1 FTL GAPT GNAQ GPR183 GPR34 GPX1 GRN HCK HCLS1 HERPUD1 HLA-DMA HLA-DMB HLA-DOA HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB5 HSPA6 IER3 IER5 IFNGR1 IGSF6 IL13RA1 IL18 IL1B IL1R2 IRF8 ITGAX ITGB2 JAML JARID2 KCTD12 KLF4 KLHL6 LAPTM5 LGALS1 LGALS9 LILRB2 LILRB3 LILRB4 LIMS1 LIPA LPCAT2 LRRC25 LST1 LY86 LYN LYZ MACROH2A1 MAFB MAP3K8 MARCHF1 MFSD1 MIS18BP1 MNDA MPEG1 MRC1 MS4A4A MS4A6A MS4A7 MSR1 NAP1L1 NCF2 NCOA4 NLRP3 NPC2 NR4A3 OGFRL1 P2RY13 PABPC1 PABPC4 PARVG PHACTR1 PKM PLAUR PLD4 PLEK PLEKHO1 PLXDC2 POU2F2 PPT1 PSAP PSTPIP2 PTAFR PTEN PTPRE RAB31 RBPJ REL RGCC RGS1 RGS10 RGS2 RILPL2 RNASE6 RNASET2 RNF130 RNF144B ROCK1 RPL36A RPS11 RPS24 RTN1 S100A11 SAMHD1 SAT1 SGK1 SH2B3 SLC15A3 SLCO2B1 SMAP2 SRGAP1 SRGAP2B SRGN STK17B SYK TBXAS1 TGFBI THEMIS2 TLR2 TMSB10 TMSB4X TNFRSF1B TNFSF13B TPP1 TYROBP UCP2 VIM VSIG4 VSIR WDFY4 AIZARANI_LIVER_C30_HEPATOCYTES_4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIZARANI_LIVER_C30_HEPATOCYTES_4 A1CF A2M AASS ABCA1 ABCA5 ABCA6 ABCC2 ABCC3 ABHD15 ABLIM3 ACACB ACAD11 ACADVL ACER3 ACSL1 ACSM2A ACSM5 ADCY1 ADGRA3 ADGRG6 ADPRHL1 AFM AGXT AHI1 AIG1 AIPL1 AK3 ALAS1 ALDH1L1 ANGPTL4 AP1M1 APMAP AR ARG1 ARHGEF10L ARHGEF26 ARIH2OS ARL10 ARMC9 ARSK ASGR1 ASL ASPG ATF3 BAAT BCDIN3D BCL6 BCO2 BDH1 BHMT BHMT2 BIVM C15orf40 C17orf75 C1R C2orf68 C4BPB C5 C5AR2 C6 C8A CA5A CAMK1D CAPN3 CCBE1 CCDC142 CCDC30 CCNL2 CCT8 CEP89 CFH CFHR3 CHDH CHORDC1 CHRD CLMN CLNK CMC2 CMKLR2-AS CNKSR3 COBLL1 COL18A1 COL27A1 COLEC12 COMMD2 CP CPEB4 CPS1 CRP CSAD CXCL1 CYB561A3 CYP2A13 CYP2B6 CYP2C19 CYP2C8 CYP2C9 CYP2D6 CYP3A4 CYP3A43 CYP3A5 CYP4F3 DCPS DDI2 DDR1-DT DDX10 DESI1 DGKH DHTKD1 DIS3 DNAJA1 DNAJC22 DSG2 DSG3 DST DSTYK ECHDC2 EFNA1 ELL2 EMC10 ENPP1 EPHX2 ERBB3 ERRFI1 EXOC3-AS1 F12 F5 F7 FAM161A FAM20A FAM98B FAXC FBXL18 FBXO17 FBXO21 FBXO22 FBXO31 FBXO48 FEM1A FHL2 FKBP5 FMN1 FMO3 FMO5 FOXO1 FOXO3 FST FTCD FYB2 GABPB1-AS1 GABPB2 GADD45G GCGR GCKR GFOD2 GGPS1 GLYCTK GMEB1 GNE GNL3L GOLGA8B GPAM GPR82 GPT2 GRB14 GRTP1 GSDMB GTDC1 GTF2H2 GTF2H2C GTF3C2-AS2 GTPBP10 H6PD HAL HAO2 HAP1 HDHD3 HEATR5A HELB HEMK1 HGD HGFAC HLF HPN HPX HSPA4L ICA1L ID2 IDH2 IDS IGFBP1 IKBIP IL1RAP IL6R INE2 INSIG1 INTS6 IRS2 ITGA9-AS1 ITIH1 ITIH3 ITPR2 ITSN1 IYD KCNA7 KCNMB1 KIF1C KIR3DX1 KIZ-AS1 KLF6 KPNA6 KREMEN1 L1TD1 LACTB2-AS1 LEAP2 LEPR LINC00574 LINC00887 LINC00895 LINC00963 LINC01116 LINC01209 LINC01285 LINC01502 LINC01521 LINC01554 LMOD3 LONP2 LRCH3 LRP6 LRRC27 LRRC57 LRRC58 LSINCT5 LUADT1 LYRM7 MACC1 MAP3K14 MAS1 MAST4 MAT1A MAVS MDM2 MEG8 MEGF9 METTL21A METTL2B MFAP5 MFSD4B MIGA1 MIRLET7BHG MKLN1-AS MKNK2 MLXIP MLXIPL MOGAT3 MPV17L MREG MST1 MTMR9 MTO1 MUC3A MYO1B NAA16 NBPF11 NBPF12 NCBP3 NDUFV3 NEDD9 NFX1 NLRP12 NNT NNT-AS1 NOS1AP NR1I2 NSUN6 NTRK3 NUGGC OLAH ONECUT2 PABPC1L PAH PAN2 PART1 PCAT7 PCDH11Y PCDHB1 PCK1 PCLAF PCYT1A PDE4DIP PDE6A PDP2 PEDS1 PHACTR4 PHF6 PHF8 PHKA2 PIK3C3 PLEKHA2 PLGLB1 PLIN4 PLIN5 PNISR PNPLA3 PNPT1 POLR2J3 POR PPARA PPARGC1A PPP1R12B PPP1R3B PPP2R1B PPP6R2 PROC PROX1 PROZ PTAFR PTK6 PTP4A1 PTPN3 QSOX1 RAB27A RAD54L2 RALGAPA2 RAMP2-AS1 RANBP10 RBBP5 RBL1 RCL1 RHOBTB3 RIOK3 RN7SL134P RN7SL202P RN7SL274P RN7SL391P RN7SL403P RN7SL510P RN7SL602P RN7SL605P RN7SL811P RNF115 RNF216 RNF41 RPS27L RPS6KA5 RSPH3 RUNDC1 SCML1 SDS SEC14L4 SEC23A SELENBP1 SELENOO SEMA3E SERAC1 SGMS1-AS1 SGSM1 SH3PXD2A SHROOM1 SIK2 SIN3B SLC13A5 SLC14A2 SLC17A9 SLC23A2 SLC25A13 SLC25A16 SLC25A18 SLC25A37 SLC27A2 SLC28A2 SLC31A1 SLC35E3 SLC39A14 SLC43A2 SLC7A2 SLCO1B3 SNAP29 SNORD3A SORL1 SRD5A1 SRSF11 ST3GAL6 STAT3 STEAP4 STXBP5-AS1 SUGP2 SVOP TAF8 TAT TEAD1 TENM1 TENT5A TJP2 TLCD2 TLCD4 TMEM106A TMEM192 TMEM254-AS1 TMEM87A TNFAIP8L1 TNFSF14 TNRC6A TRIM72 TRMT9B TSHZ2 TTC38 TUBD1 TUT7 UBE2G2 UBN2 UBR4 UCKL1-AS1 ULK1 UTP23 VEGFA VHL VSIG1 VSTM4 WDR31 WNT2B XKR4 XPR1 YIF1B YIPF4 ZBTB25 ZC3H13 ZFAND5 ZHX3 ZKSCAN1 ZMAT3 ZNF101 ZNF154 ZNF264 ZNF283 ZNF397 ZNF419 ZNF426 ZNF454 ZNF554 ZNF556 ZNF605 ZNF639 ZNF641 ZYG11B AIZARANI_LIVER_C31_KUPFFER_CELLS_5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIZARANI_LIVER_C31_KUPFFER_CELLS_5 ACADVL ACOT9 ACSM2A ADAP2 AIF1 APOBEC3A ARHGEF10L ASPG ATP1B3 ATP2B1 BAZ1A C3orf62 C4BPB C5AR1 CALD1 CCDC88A CD300E CHRD CLEC7A COTL1 CRP CTSB CTSS CYBB CYP2A13 CYP2B6 CYP3A5 CYP4F3 DISP2 DSG3 ECHDC2 EFNA1 EVI2B FCER1G FCGR3A FCN1 FGR FST GADD45B GGPS1 GPT2 H6PD IL1B IL1RN IL6R IRAK3 ITGAX ITIH3 JARID2 KCNAB2 LILRB1 LILRB2 LILRB3 LONP2 LRRFIP1 LST1 LUC7L3 LYN MAFB MARCO MDM2 MEGF9 METTL21A MFSD4B MIRLET7BHG MLXIPL MPV17L MS4A7 MST1 MT2A MYH11 NAMPT NKTR NLRP12 NSUN6 NTRK3 PAG1 PELATON PHF8 PLAUR PLIN5 POU2F2 PSAP PTK2B RBM25 REL RGS2 RN7SL510P RNF144B ROCK1 S100A11 SAMD5 SAT1 SELENOO SH3BP2 SHROOM1 SLC11A1 SLC13A5 SLC25A37 SLC43A2 STAT3 STK19 SVOP TCF7L2 TENM1 TENT5A TLCD2 TNFRSF1B TNFSF14 TNRC6A TYROBP UTP23 VCAN VMP1 VSIG1 WARS1 ZC3H13 ZEB2 ZKSCAN1 ZMAT3 AIZARANI_LIVER_C32_MVECS_3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIZARANI_LIVER_C32_MVECS_3 ACKR1 ACKR3 ACTN1 ADGRG6 AFF1 AKAP12 ANKRD26 APOL1 APOLD1 APP ARL4A B2M BHLHE40 BMX BST2 C11orf96 C7 CALCRL CEBPD CFLAR CLDN11 CRIM1 CSRNP1 CXCL1 CXCL11 CXCL9 DPYSL2 EHD4 ENG EPAS1 EPHB4 FBLN2 FCGR2B FGFR1 FKBP1A FOXC1 FSTL3 GBP4 GIMAP4 GPM6A HDAC7 HEG1 HLA-A HLA-B HLA-E HSPB8 HYAL2 ID1 IFI27 IFI44L IFITM1 IFITM3 IGFBP7 IL1R1 IL32 IL33 IL6ST INMT IRAK3 ITM2B ITPRIP KLF2 KLF4 KLF9 KRAS LIFR MAPK7 MATN2 MMRN2 NCOA7 NDRG1 NFIA NFKBIZ NOS3 NOSTRIN NOVA2 NPDC1 NR2F2 NRP2 NTN4 PARP14 PDE2A PDLIM1 PECAM1 PELI2 PPFIBP1 PRCP PRSS23 PTGDS PTGIS PTGS1 PTPRB RAMP3 RNASE1 SELE SGK1 SLC38A2 SMAD6 SNTB2 SOCS3 SOX7 SPRY1 SPRY4 SPTBN1 SRPX TACC1 TAL1 TFPI TGFBR3 TGM2 THBD TIAM1 TIMP3 TLR4 TMSB10 TNFSF10 TNS1 TRIM56 TSC22D1 VCAM1 VWF WARS1 WWTR1 ZCCHC24 ZMYND8 AIZARANI_LIVER_C33_STELLATE_CELLS_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIZARANI_LIVER_C33_STELLATE_CELLS_2 A2M ACTA2 ADAMTS1 ADGRF5 ANK3 ANTXR1 ANXA6 ARHGEF17 ATN1 ATP1B3 BAZ1B BGN C11orf96 C7 CALD1 CAMK2N1 CAV1 CAVIN3 CCDC3 CCDC92 CD59 CDC42BPA CLMN COL1A1 COL1A2 COL3A1 COL4A1 COL4A2 COL5A1 COL6A1 COL6A2 COLEC11 CPE CRISPLD2 CRYAB CYGB DBNDD2 DLC1 DST EBF1 ENAH EPAS1 EPB41L2 FIGN FLNA FXYD6 GJA4 GNAS GPX3 ID3 ID4 IFITM2 IGFBP5 IGFBP7 IMPA2 ISYNA1 ITGA1 ITGA7 ITGB1 KANK2 KLHL23 LAMB1 LAMC1 LGALS1 LGI4 LHFPL6 LPP LUC7L3 MAP1B MBTPS1 MCAM MEF2D MGP MXRA7 MYH11 MYH9 MYL9 MYLK NEXN NFIA NID1 NOTCH3 NR2F2 NRXN1 NT5DC2 NUDT4 OAZ2 PAG1 PALLD PBX1 PCM1 PELO PHLDA1 PLA2G5 PLAT PLS3 PPP1R12B PRKG1 PTH1R PTN PXDN RASD1 RBMS3 RBPMS RCAN2 RGS5 SEMA5A SEPTIN11 SEPTIN4 SOD3 SPARC SPARCL1 TBX2 TIMP3 TLN1 TNS1 TOB1 TOB2 TPM1 TPM2 TPM4 TSC22D1 TSPAN3 UACA VIM ZFHX3 AIZARANI_LIVER_C34_MHC_II_POS_B_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIZARANI_LIVER_C34_MHC_II_POS_B_CELLS AEBP1 AFF3 ARHGEF18 ARL10 ATF7IP ATP2B1 BACH2 BANK1 BCL11A BICD2 BIRC3 BOD1L1 CAMK1D CCR7 CD19 CD1C CD22 CD37 CD52 CD79A CD79B CD82 CD83 CIITA CLCN6 CLEC2D CLN8 CNTRL CORO1A CXCR4 CXXC5 CYBB CYFIP2 DDX6 DGKD DOK3 EBF1 EEF1B2 EEF2 EGR3 EVI2B FAU FCMR FCRL1 FCRL2 FCRLA FOXP1 GABPB1-AS1 GNG7 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB5 HSH2D IL4R IQSEC1 IRF8 ISG20 ITM2C KIAA0040 KLF2 LAPTM5 LIMD2 LINC00926 LTB LUC7L3 LYN LYST MAP3K1 MAP3K8 MARCHF1 MDM4 MKNK2 MPEG1 MS4A1 MTPN NAP1L1 NCF1 NCOA3 NIBAN3 ORAI2 P2RX5 PARP1 PARP15 PAX5 PCDH9 PDE7A PLAC8 PLEKHA2 POU2AF1 POU2F2 PPM1K PRKCB PTPN6 PTPRCAP RALGPS2 RCSD1 RHEX RIPOR2 RNASE6 RNASET2 RPL13A RPL18 RPL18A RPL19 RPL39 RPLP2 RPS11 RPS23 RPS27 RPS5 RPS8 RUBCNL SELL SEPTIN6 SF1 SLC9A7 SMAP2 SP140 SPIB STX7 SWAP70 SYK TCL1A TLR10 TLR6 TMEM154 TNFRSF13C TTN UCP2 VPREB3 YBX3 AIZARANI_LIVER_C38_RESIDENT_B_CELLS_3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIZARANI_LIVER_C38_RESIDENT_B_CELLS_3 BLOC1S5-TXNDC5 CD27 CD79A CREB3L2 DERL3 FCRL5 FKBP11 H1-10 HERPUD1 HSP90B1 IGHA1 ITM2C JCHAIN LY9 MEI1 MZB1 PELI1 POU2AF1 RAB30 SEC11C SLAMF7 SSR4 TENT5C XBP1 AIZARANI_LIVER_C39_EPCAM_POS_BILE_DUCT_CELLS_4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIZARANI_LIVER_C39_EPCAM_POS_BILE_DUCT_CELLS_4 ABCB1 ACTG1 ACTN4 ADAM9 AFDN AHNAK ALCAM ALDH3A2 ANKRD1 ANXA2 ANXA4 ANXA5 APLP2 ATF3 ATF4 ATP1A1 BAZ1A BCL2L1 BICC1 BIRC3 BMP2 C6orf132 CALM2 CCL2 CCL20 CCNL1 CD151 CD24 CD47 CD59 CD63 CDC42EP1 CDH1 CFTR CHST4 CITED4 CLDN1 CLDN4 CLDN7 COBL CPM CREB5 CRIM1 CRYAB CSF1 CTBP2 CX3CL1 CXCL1 CXCL3 CXCL6 CXCL8 DCDC2 DEFB1 DSG2 DSP DST EDN1 EGFR ELF3 ENAH EPCAM EPHA2 EZR FGFR2 FLNA FLNB FSTL3 GADD45A GDF15 GPRC5B HBEGF HDGF HMGCR HMGCS1 HSP90AA1 HSP90AB1 HSPA1A HSPA1B HSPB1 IFNGR2 IL32 INHBA IRS2 ITGB1 ITGB8 ITPKC KDM6B KLF5 KLF6 KRT18 KRT19 KRT7 KRT8 KRT80 LAD1 LAMB3 LAMC2 LAMP2 LIF MAFF MAP4 MCAM MET MMP7 MSMO1 MYADM MYH9 MYO1C MYO6 NCEH1 NCOA7 NEDD9 NFKB1 NFKB2 NFKBIA NRG1 NUAK2 OCLN PDLIM1 PFKP PHLDA2 PIM3 PKHD1 PKP4 PMEPA1 RAB11FIP1 RAB3IP RASSF8 RNF19A RRBP1 RTN4 S100A11 S100A14 S100A6 SAT1 SCARB2 SDC4 SERPINA3 SFRP5 SGMS2 SLC12A2 SLC12A7 SLC3A2 SLC5A1 SLC7A1 SOD2 SORBS2 SOX4 SOX9 SPATS2L SPINT2 SPSB1 SPTBN1 SQSTM1 SYNE2 SYNJ2 TACSTD2 TENT5A THBS1 TJP1 TM4SF1 TM4SF4 TNFAIP2 TNFRSF10B TNFRSF12A TNFRSF21 TNKS1BP1 TP53BP2 TPM1 TPM4 TRIM47 TRNP1 TRPV6 TUBB6 UBE2B UCA1 UGCG VCL VEGFA VMP1 WEE1 YWHAE ZBTB20 ZYX AIZARANI_LIVER_C3_NK_NKT_CELLS_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIZARANI_LIVER_C3_NK_NKT_CELLS_2 ADGRE5 AKNA ANXA1 ARHGDIB ARL4C B2M BCL11B BCL2 BTG1 CAMK4 CD2 CD3D CD3E CD3G CD40LG CD44 CD48 CD52 CD53 CD6 CD69 CD8A CD96 CELF2 CLEC2D CNOT6L CORO1A CRYBG1 CXCR4 CXCR6 CYTIP DGKA DUSP2 EMB ERN1 ETS1 FNBP1 FYB1 FYN GATA3 GBP5 GIMAP7 GPR171 GZMA GZMK HLA-B HLA-F IKZF1 IKZF3 IL18RAP IL2RG IL32 IL7R INPP4B ITK JAML JUNB KLRB1 KLRG1 LAPTM5 LCK LCP1 LTB LTK MDFIC MYBL1 P2RX5 PAG1 PARP8 PBXIP1 PCED1B-AS1 PDCD4 PIK3IP1 PIP4K2A PRDM1 PRF1 PTGER2 PTGER4 PTPRC PTPRCAP RAC2 RASGRP1 RESF1 RHOH RORA RPL10 RPL10A RPL13 RPL13A RPL17 RPL18 RPL18A RPL19 RPL21 RPL23A RPL27 RPL27A RPL28 RPL30 RPL32 RPL34 RPL35A RPL37 RPL39 RPL41 RPLP1 RPLP2 RPS10 RPS12 RPS14 RPS15A RPS17 RPS18 RPS19 RPS2 RPS20 RPS25 RPS26 RPS27 RPS27A RPS29 RPS3 RPS3A RPS6KA3 RPSA RUNX2 RUNX3 S100A4 SARAF SATB1 SCML4 SEMA4D SESN1 SIRPG SLA SLAMF6 SLC38A1 SLC4A10 SLFN5 SPOCK2 STK17B STK4 SYNE2 TAGAP TC2N TCF7 THEMIS TMSB4X TNFAIP3 TNFAIP8 TOMM7 TRAC TRAT1 TRBC1 TRBC2 TRGC1 TSC22D3 TXNIP WIPF1 ZC3HAV1 ZFP36L2 ZNF90 AIZARANI_LIVER_C4_EPCAM_POS_BILE_DUCT_CELLS_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIZARANI_LIVER_C4_EPCAM_POS_BILE_DUCT_CELLS_1 ABCC3 AFDN AGT AKR1C1 AKR1C2 ALCAM ALDH3A2 ALKAL2 AMBP AMOTL2 ANPEP ANXA13 ANXA4 ANXA5 APOB AQP1 ARRDC2 ATF3 ATP1A1 ATP1B1 BACE2 BAMBI BEX3 BICC1 C1orf198 C3 CA2 CALM2 CAMK2N1 CAV2 CCDC198 CCN1 CCN2 CD24 CD59 CDC42EP1 CDH1 CDH2 CDKN1C CHST4 CHST9 CITED4 CKB CLDN1 CLDN10 CLDN3 CLDN4 CLDN7 CLIC6 CLMN CLU COBL COL27A1 CPB2 CPD CPM CRYAB CRYZ CTDSPL CTSH CXADR CXCL6 CYP3A5 CYP3A7-CYP3A51P DCDC2 DEFB1 DHCR24 DSP DSTN EGR1 ELF3 EMP2 ENPP2 EPCAM ERBB3 ERICH5 ERRFI1 FAIM FAM171A1 FGFR2 FGFR3 FMO5 FXYD2 GC GDF15 GLIS3 GLUL GOLM1 GTF2I HABP2 HES1 HNMT HOMER2 HSD17B11 HSD17B2 HSP90AB1 IRF2BP2 ITGB5 ITGB8 ITIH2 KANK2 KCNJ16 KIAA1522 KIF12 KLF10 KRT18 KRT7 KRT8 LAD1 LAMC1 LAMP2 LGALS4 MAGI1 MAOA MARVELD3 MGLL MUC6 MYLK MYO10 MYRF NEDD4L NFIB NFIC NR2F2 OCLN PAH PALS2 PAQR5 PAWR PERP PHGDH PKHD1 PLPP2 PLXNB1 PMEPA1 PROSER2 PROX1 PRRG4 PTPRF PTPRK PWWP3B RAB3IP RAP1GAP RBPMS RHOB S100A14 SCARB2 SDC1 SDC4 SERPINA4 SERPINA5 SERPINA6 SFRP5 SH3YL1 SHANK2 SHROOM3 SLC12A2 SLC17A4 SLC37A4 SLC4A4 SLC5A1 SLPI SNRPN SOD3 SORBS2 SOX4 SOX6 SOX9 SPATS2L SPINT1 SPINT2 SPP1 SYNJ2 TACSTD2 TESC TM4SF4 TM7SF3 TMEM245 TMEM97 TMPRSS2 TNFRSF12A TOB2 TP53INP1 TRNP1 TST VCAN VEGFA VTN WEE1 WWTR1 ZBTB20 AIZARANI_LIVER_C5_NK_NKT_CELLS_3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIZARANI_LIVER_C5_NK_NKT_CELLS_3 ADGRE5 AKNA ALOX5AP AOAH AREG ARHGAP9 ARHGDIB ARPC5L BIN2 BTG1 BTN3A1 CBLB CCL3L3 CCL4 CCL4L2 CCL5 CCND2 CD160 CD2 CD247 CD3E CD53 CD69 CD7 CD96 CELF2 CMC1 CNOT6L CORO1A CST7 CTSW CXCR4 CXCR6 CYTIP DENND2D DUSP2 EOMES ETS1 FCER1G FCMR FYB1 FYN GFOD1 GNG2 GNLY GNPTAB GZMA GZMB GZMK HCST HLA-F IFITM1 IFNG IKZF1 IKZF3 IL2RB IL2RG IPCEF1 ITGAL ITGB2 KLRB1 KLRC1 KLRD1 KLRF1 KLRK1 LCP1 MAPK1 MCTP2 MYBL1 NCAM1 NCR1 NKG7 NR4A2 PARP8 PDE7A PFN1 PIK3IP1 PIK3R1 PIP4K2A PITPNC1 PLAAT4 PLEK PRDM1 PRF1 PRKACB PRKCH PTGER4 PTPN22 PTPN4 PTPRC PTPRCAP PVRIG PYHIN1 RAC2 RASA2 RASSF5 RNF125 RPS27 RUNX3 S1PR5 SASH3 SH2D1A SH2D1B SLA SLAMF6 SLAMF7 SLC38A1 SLFN5 SPON2 SRGN STK17A SYK SYTL3 TAGAP TIGIT TOX TRBC2 TRDC TRGC1 TSC22D3 TXK TYROBP WIPF1 XCL1 XCL2 ZFP36L2 AIZARANI_LIVER_C6_KUPFFER_CELLS_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIZARANI_LIVER_C6_KUPFFER_CELLS_2 ACTB ADA2 ADAP2 AIF1 ALOX5 AP1B1 AP2A2 ARPC1B ARRB2 ASAH1 ATP2B1-AS1 ATP6AP1 ATP6V1B2 AXL BASP1 BCAT1 BLVRB C1QA C1QB C1QC C1orf162 C3AR1 C5AR1 CALHM6 CCDC88A CCL3L3 CCL4 CCL4L2 CCR1 CD14 CD163 CD4 CD5L CD83 CD84 CD86 CEBPB CFD CFP CLEC7A CLN8 CNPY3 CNTRL COLGALT1 COTL1 CPM CPVL CREG1 CSF1R CST3 CTSB CTSC CTSD CTSS CXCL12 CXCL16 CYBA CYBB CYFIP1 DAB2 EPB41L2 EPB41L3 EVI2B F13A1 FCER1G FCGBP FCGR2A FCGR3A FCGRT FCN1 FGD2 FGL2 FGR FILIP1L FMNL2 FOLR2 FRMD4A FRMD4B FTH1 FTL FYB1 GLUL GNAI2 GPNMB GPR34 GPX1 GRB2 GRINA GRK2 GRN HCK HCLS1 HK3 HLA-DMA HLA-DMB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DRA HLA-DRB1 HMOX1 IER3 IFI44L IFI6 IFIT3 IFNGR2 IGSF6 IL18 IL1B IRAK3 ITGAX ITGB2 ITSN1 KCTD12 KLF4 LAIR1 LAPTM5 LGALS9 LGMN LILRB1 LILRB2 LILRB3 LILRB4 LILRB5 LIMS1 LIPA LRRC25 LST1 LYN LYVE1 LYZ MACROH2A1 MAF MAFB MARCHF1 MARCKS MARCO MERTK MFSD1 MGAT1 MPEG1 MPP1 MRC1 MS4A4A MS4A6A MS4A7 MSR1 MTSS1 NAGK NCKAP1L NPC2 OAS1 OGFRL1 P2RY13 PDK4 PELATON PILRA PLD3 PLEK PLTP PLXDC2 POU2F2 PPT1 PSAP PTAFR PTEN PYCARD RAB31 RAP2B RASSF4 RBM47 RBPJ RGL1 RGS1 RGS2 RHOG RNASE1 RNASE6 RNASET2 RNF144B S100A11 SAMHD1 SAT1 SCAMP2 SCARNA9 SCIMP SDC3 SDCBP SECTM1 SGK1 SKAP2 SLA SLC11A1 SLC15A3 SLC1A3 SLC31A2 SLC40A1 SLC7A7 SLCO2B1 SNX10 SPI1 SRGAP1 SRGAP2B STX7 TBXAS1 TCIRG1 TGFBI THEMIS2 TKT TLR2 TMSB10 TNFAIP2 TNFRSF1B TNFSF13B TPP1 TTYH3 TYMP TYROBP UCP2 UNC93B1 VAMP8 VCAM1 VSIG4 VSIR WASF2 WSB1 ZEB2 ZFHX3 AIZARANI_LIVER_C7_EPCAM_POS_BILE_DUCT_CELLS_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIZARANI_LIVER_C7_EPCAM_POS_BILE_DUCT_CELLS_2 ABCC3 ABLIM1 ACTG1 ACTN4 AFDN AGT AKR1C2 ALCAM ALDH3A2 ALKAL2 AMOTL2 ANKRD1 ANPEP ANXA13 ANXA2 ANXA3 ANXA4 ANXA5 AQP1 ARRDC2 ATF3 ATP1A1 ATP1B1 BACE2 BCL2L1 BEX3 BICC1 BIRC3 BMP2 C12orf75 C1orf198 C6orf132 CALM2 CAMK2N1 CAV2 CCDC198 CCN1 CCN2 CCND1 CD151 CD24 CD59 CDC42EP1 CDH1 CDKN1C CFTR CHST4 CHST9 CITED4 CKB CLDN1 CLDN10 CLDN3 CLDN4 CLDN7 CLIC6 CLMN COBL COL27A1 CPM CREB5 CRIM1 CRYAB CTBP2 CTDSPL CTNND2 CXADR CXCL6 CXCL8 CYP3A5 DCDC2 DDR1 DEFB1 DSG2 DSP DSTN EGR1 ELF3 EMP2 ENAH EPB41L1 EPCAM EPHA2 ERBB3 ERICH5 FAIM FAM110C FAM171A1 FGFR2 FGFR3 FOXA2 FSTL3 FXYD2 FZD1 GABRP GDF15 GLIS3 GOLM1 GSTP1 GTF2I HOMER2 ITGB1 ITGB5 ITGB8 KCNJ16 KIAA1522 KIF12 KIFC3 KLF5 KRT18 KRT19 KRT7 KRT8 LAD1 LAMA5 LAMC1 LAMC2 LAMP2 LGALS3BP LGALS4 LIF LLGL2 LRP10 MAFF MAGI1 MMP7 MUC6 MYADM MYO10 MYO1C MYRF NECTIN2 NEDD4L NFIB NFIC NIBAN2 NR2F2 NUAK2 OCLN ONECUT2 PARD6B PAWR PBX1 PERP PKHD1 PLEKHB1 PLXNB1 PLXNB2 PMEPA1 PPDPF PROM1 PTPRD PTPRF PTPRK PWWP3B RAB3IP RAP1GAP RASSF4 RBPMS RHBDF1 S100A14 S100A6 SCD5 SCGN SDC1 SDC4 SERPINA5 SFRP5 SH3YL1 SHANK2 SHROOM3 SLC12A2 SLC12A7 SLC17A4 SLC37A4 SLC4A4 SLC5A1 SLC6A19 SLPI SNHG14 SNRPN SOD3 SORBS2 SOX4 SOX9 SPATS2L SPINT1 SPINT2 SPP1 SPTBN1 SYNJ2 TACSTD2 TEAD1 TESC THSD4 TM4SF1 TM4SF4 TM7SF3 TMPRSS2 TNFRSF12A TNKS1BP1 TOB1 TOB2 TP53INP1 TPM1 TPM4 TPPP3 TRNP1 TTN VCAN VEGFA VEPH1 WEE1 WFDC2 WNK2 WWC1 WWTR1 ZBTB20 ZFHX4 AIZARANI_LIVER_C8_RESIDENT_B_CELLS_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIZARANI_LIVER_C8_RESIDENT_B_CELLS_1 BLOC1S5-TXNDC5 CD27 CD79A CREB3L2 DERL3 ERLEC1 FCRL5 FKBP11 FKBP2 H1-10 HERPUD1 HSP90B1 ISG20 ITM2C JCHAIN LY9 MEI1 MYDGF MZB1 NUCB2 POU2AF1 PRDX4 PTK2B RAB30 SDC1 SEC11C SEL1L3 SLAMF7 SPAG4 SPCS2 SPCS3 SSR4 TENT5C TMEM258 XBP1 AIZARANI_LIVER_C9_LSECS_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIZARANI_LIVER_C9_LSECS_1 ABCG1 ACKR3 ACTN1 ADAMTS4 ADAMTS9 ADGRF5 ADGRL2 ADGRL4 ADM AFF1 AFF4 AHCTF1 AKAP12 ANGPT2 ANGPTL4 ANKRD11 ANKS1A APOLD1 APP ARGLU1 ARHGAP26 ARHGAP29 ARHGEF7 ASAP1 BAIAP2 BHLHE40 BNIP3L BSDC1 BST2 BTNL9 C11orf96 C1QTNF1 C5AR2 CALU CAPZA2 CAVIN1 CAVIN2 CCDC50 CCL14 CCL15-CCL14 CD14 CD36 CD4 CD93 CDC37 CDC42BPB CDH13 CDH5 CEMIP2 CEP170 CHD7 CLEC14A CLEC1B CLEC4G CLEC4M CNN3 CNTNAP3B COL4A1 COL4A2 COL6A2 CRHBP CRIM1 CTSD CTSL CUL4B CXCL16 DAAM1 DDX21 DENND4C DLC1 DNASE1L3 DOCK9 DUSP5 DUSP6 DYNC2I1 ECE1 ECM1 EDN1 EFNB2 EGFL7 EHD3 EIF4G3 EMP1 ENG EPAS1 EPB41L2 EPOR ERG ESAM EXOC3L2 F2R F8 FAM107A FAM43A FCGRT FCHSD2 FCN2 FCN3 FGF23 FGFR1 FHL1 FILIP1 FKBP1A FLNB FLT1 FLT4 FOSL2 FRMD8 FSCN1 FXYD6 FZD4 GALNT1 GALNT15 GARRE1 GATA4 GBP4 GNG11 GOLGB1 GRB10 HERC1 HES1 HIC1 HIF1A HIPK2 HPCAL1 HSP90B1 HYAL2 IFI27 IFI44L IFITM10 IGFBP7 IL1R1 IL1RL1 IL33 IL4R IL6ST INSR ITGA5 ITGA9 ITPRIP JMJD1C JUND KCTD20 KDM6B KDR KLF7 LDB2 LGMN LIFR LIMA1 LIMCH1 LUZP1 LYVE1 MACF1 MAF MAP1B MAP3K6 MAP7D3 MARCKS MARCKSL1 MCAM MCF2L ME2 MEF2C MEG3 MID1 MMRN1 MRC1 MRO MS4A6A MYADM MYCT1 MYH10 MYO10 MYO6 NASP NCOA7 NID1 NISCH NOS3 NOSTRIN NOTCH4 NOVA2 NPDC1 NPR1 NR2F1 NR2F2 NR5A2 NRP1 NRP2 NTN4 NUAK1 OIT3 OSMR PARP14 PCDH17 PCGF2 PDE2A PDGFB PDLIM1 PEA15 PELI1 PHACTR2 PHC2 PHF10 PIEZO2 PLEKHG1 PLK2 PLPP3 PLTP PLXNA2 PPFIBP1 PPP1R15A PRCP PREX2 PRICKLE2 PRKAR1A PRKD3 PRSS23 PTPN1 PTPRB PXDN PXN RAPGEF5 RASAL2 RASIP1 RBMS1 RDX RELN RHOJ ROBO4 RPGR RRBP1 S100A16 S1PR1 SASH1 SDCBP SEC14L1 SEMA6A SERPINH1 SGK1 SHANK3 SLC25A37 SLC27A3 SLC2A3 SLC7A8 SMAD6 SMTN SNRK SNX5 SOCS3 SOGA1 SOX7 SPARC SPRY1 SPRY4 SREK1 SRPX ST6GALNAC3 STAB1 STAB2 STC1 TACC1 TAL1 TANC1 TCF4 TCF7L1 TCF7L2 TCIM TFPI TFPI2 TGFBR3 TGM2 TIE1 TIMP1 TIMP2 TIMP3 TINAGL1 TM4SF1 TMEM44 TMOD3 TNFRSF10B TOP1 TOX2 TP53I11 TPM4 TRIOBP TSPAN18 TSPAN7 TUBB6 UACA UGCG UPP1 USP13 VASH1 WARS1 WSB1 WWTR1 YBX3 YES1 ZEB1 ZNF160 ZNF451 ZNF462 BUSSLINGER_DUODENAL_BCHE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_DUODENAL_BCHE_CELLS ADGRG4 AKR1C3 BEST4 CA7 CD24 CDH17 CFTR CPA2 CST3 CTSE FAM13A FKBP1A GMNN GSN GSTP1 GUCA2A GUCA2B HEPACAM2 ID1 KRT20 KRT72 LGALS3 LGALS4 LPCAT4 LYZ MT1E MT1F MT1G MT1H MT1X MT2A NAPSB NOTCH2NLA PLAC8 PROX1 RBM47 RBPJ S100A6 SPIB SRI TMEM219 TMSB10 TSPAN8 BUSSLINGER_DUODENAL_DIFFERENTIATING_STEM_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_DUODENAL_DIFFERENTIATING_STEM_CELLS ACTG1 ADD3 ADH1C AGR2 AHCY ALDH1A1 ALDH2 ANP32B ANXA2 APEX1 APP AQP1 ARL6IP1 ASPM ATP5F1A ATP5F1B ATP5IF1 ATP5MC1 ATP5MC2 ATP5MC3 ATP5MF ATP5PB ATP5PD ATP5PO BANF1 BHLHE40 BTF3 C1QBP C9orf152 CALM2 CANX CBX3 CCL25 CCND2 CCT2 CCT5 CCT6A CD9 CDC42EP5 CDCA7 CENPF CHCHD2 CKS2 CLDN3 CLIC1 CLU COX4I1 COX5A COX5B COX6A1 COX6C COX7A2 COX7B COX7C COX8A CPS1 CS CYC1 CYCS DBI DDAH1 DDX21 DEK DHFR DMBT1 DUT ECH1 EEF1A1 EEF1B2 EEF1G EEF2 EGR1 EI24 EIF1AX EIF2S3 EIF3A EIF3E EIF3K EIF3L EIF4B EIF5B ELAPOR1 EMP2 ENO1 EPCAM EPHB2 ESD FAM120A FAU FBL GAPDH GAS5 GOLM1 GPX2 GSTP1 H2AZ1 H4C3 HADH HINT1 HMGA1 HMGB1 HMGB2 HMGCS2 HMGN1 HNRNPA1 HNRNPA2B1 HNRNPAB HNRNPC HNRNPD HNRNPK HNRNPM HNRNPR HNRNPU HSP90AA1 HSP90AB1 HSP90B1 HSPA8 HSPD1 HSPE1 IDH2 ILF3 IMPDH2 KCNE3 KLF5 KPNB1 KRT18 KRT19 KRT8 LAD1 LBR LGALS4 LRPPRC LSM4 MACROH2A1 MAOA MARCKS MCM7 MDH2 MGST1 MKI67 MLEC MT1E MT1F MT1G MT1X MT2A MTHFD1 NASP NCL NDUFA4 NDUFAB1 NDUFB9 NDUFS5 NFIB NONO NOP56 NOP58 NPM1 NRARP NUCKS1 OLFM4 ONECUT2 PABPC1 PAICS PCLAF PCNA PDLIM1 PFN1 PHB2 PIGR PKM PLP2 PPIA PPIF PPP1R1B PRDX3 PRKDC PTGES3 PTMA RACK1 RAN RBM3 RCC2 REG1A RPL10 RPL10A RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL22 RPL23 RPL24 RPL26 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL37 RPL37A RPL38 RPL39 RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS18 RPS19 RPS2 RPS20 RPS23 RPS24 RPS25 RPS27 RPS27A RPS28 RPS29 RPS3 RPS3A RPS4X RPS5 RPS6 RPS7 RPS8 RPS9 RRM2 SERBP1 SERF2 SET SF3B5 SFPQ SLC12A2 SLC25A3 SLC25A5 SLIRP SMC4 SNHG16 SNHG29 SNHG5 SNHG6 SNHG8 SNRPB SNRPE SNRPF SOD1 SOX4 SPINK1 SRP9 SRSF1 SRSF2 SRSF3 STMN1 SUCLG1 TFRC TKT TM9SF3 TMA7 TMPO TMSB10 TOMM40 TOP2A TRIM28 TSPAN8 TUBA1B TUBB TUFM TXN UQCRFS1 UQCRQ VDAC1 VDR XRCC5 YBX1 YWHAB YWHAQ YWHAZ ZFAS1 BUSSLINGER_DUODENAL_EARLY_IMMATURE_ENTEROCYTES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_DUODENAL_EARLY_IMMATURE_ENTEROCYTES AADAC ADA ADH1C AKR1A1 AKR1B10 AKR1C3 ALDH1A1 ANPEP ANXA4 ATP1A1 ATP1B1 ATP5F1A ATP5F1B ATP5F1C ATP5MC3 ATP5PF ATP5PO BDH2 CA2 CALM1 CALM2 CAT CBR1 CES2 CHCHD10 CHP2 CMBL COX4I1 COX5A COX5B COX6A1 COX6C COX7A2 COX7B COX7C COX8A CPS1 CRYL1 CYB5A CYC1 DDC DHRS11 DMBT1 EEF1G FABP1 FABP2 FBP1 FTH1 FTL GATM GBA3 GHITM GSTA1 GSTA2 HADHA HEBP1 HMGCS2 HSD17B2 IDH1 KLF5 KRT19 KRT20 KRT8 LGALS3 LGALS4 LIMA1 MAOA MGST3 MME MTTP NDRG1 OAT PBLD PCK2 PEBP1 PIGR PNP PRDX1 PSME2 PTGR1 PYCARD RAC1 RBP2 REEP6 RPL22 RPL23 RPL26 RPL27A RPL6 RPL8 RPS15A RPS29 RPS7 RPS8 RPS9 SAT1 SI SLC25A5 SLC26A3 SLC2A2 SLC4A4 SLC4A7 SLC5A1 SMIM24 SNHG29 SUCLG1 TKFC TSPAN8 TXN UGT2B17 UQCRC2 UQCRQ VDAC1 BUSSLINGER_DUODENAL_EC_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_DUODENAL_EC_CELLS ADGRG4 ADH4 CADPS CDHR3 CES1 CHGA CHGB CRYBA2 DDC FEV GC ID1 IGFBP3 KCTD12 LCN15 MAP1B MS4A8 NEUROD1 PCSK1 PCSK1N PCSK2 RAB3C REG4 RGS2 SCG2 SCGN SCT SPINK1 TFF3 TIMP1 TTR BUSSLINGER_DUODENAL_GOBLET_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_DUODENAL_GOBLET_CELLS AGR2 BCAS1 CLCA1 CREB3L1 EGR1 FCGBP HPCAL1 ITLN1 LINC00261 LYZ MUC2 REG4 RNASE1 SPINK4 ST6GALNAC1 TFF3 BUSSLINGER_DUODENAL_IMMUNE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_DUODENAL_IMMUNE_CELLS AAK1 ABCB1 ABHD14A ABHD17A ABI3 ABRACL ACAP1 ACTB ACTG1 ACTR2 ACTR3 ADAM8 ADAR ADCY7 ADD1 ADGRE5 AIP AKAP13 AKNA ALOX5AP ANAPC16 ANKRD12 ANKRD13D ANKRD44 ANXA1 ANXA6 AOAH APBA2 APBB1 APBB1IP APOBEC3C APOBEC3G APOBR ARAP2 ARF6 ARGLU1 ARHGAP25 ARHGAP30 ARHGAP4 ARHGAP45 ARHGAP9 ARHGDIA ARHGDIB ARHGEF1 ARHGEF3 ARHGEF6 ARID1A ARID2 ARL2BP ARL4C ARL6IP5 ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 ARRB2 ASB2 ASXL2 ATF7IP ATM ATP2A3 ATP2B4 ATP5MC2 ATP6AP2 ATP6V0E1 ATP6V1E1 ATP8A1 ATXN2L AUTS2 B2M BBLN BCL11B BCL2 BCLAF1 BIN1 BIN2 BPTF BRD2 BRK1 BTF3 BTG1 BTN3A1 BUB3 BZW1 C12orf57 C19orf53 C21orf91 C9orf78 CALHM2 CALM1 CAP1 CAPG CAPZA1 CAPZB CARD11 CARD8 CBFB CCDC69 CCL4 CCL5 CCND2 CCND3 CCNI CCNL1 CCR5 CCR6 CCR9 CCT2 CCT4 CD101 CD160 CD2 CD244 CD247 CD300A CD37 CD3D CD3E CD3G CD4 CD44 CD47 CD48 CD5 CD52 CD53 CD6 CD69 CD7 CD81 CD84 CD8A CD8B CD9 CD96 CDC42 CDC42EP3 CDC42SE1 CDC42SE2 CDK6 CDV3 CELF1 CELF2 CEP85L CFL1 CHD2 CHD3 CHD4 CHST11 CHST12 CHSY1 CHURC1 CIB1 CISH CITED2 CKLF CLDND1 CLEC2B CLEC2D CLIC1 CLK1 CMTM3 CMTM6 CMTM7 CNN2 CNOT6L CNPY3 CNTRL COMMD6 CORO1A COTL1 CPA3 CREBBP CREM CRIP1 CRLF3 CSRNP1 CST7 CSTB CTBP1 CTDNEP1 CTSC CTSW CXCR3 CXCR4 CYB561D2 CYBA CYFIP2 CYLD CYRIB CYTH4 CYTIP DAD1 DAXX DAZAP2 DCP2 DDIT4 DDX17 DDX21 DDX24 DDX3Y DDX5 DDX6 DEF6 DEK DENND1C DENND2D DHRS7 DIAPH1 DNAJA1 DNAJB1 DNAJC8 DNMT1 DOCK10 DOCK11 DOCK2 DOCK8 DRAP1 DUSP1 DUSP2 EEF1A1 EEF1D EEF1G EEIG1 EID1 EIF1 EIF3F EIF3G EIF4A2 EIF4B EIF4E3 EIF4G2 EIF4H ELF1 ELK4 ELOVL5 EMB EMP3 ENSA ENTPD1 EPS15 ESYT1 ESYT2 ETS1 EVI2A EVI2B EVL FAM78A FAM89B FAU FBXW7 FCER1G FCMR FDFT1 FERMT3 FKBP11 FKBP1A FLNA FLOT2 FLT3LG FMNL1 FNBP1 FOS FOSB FOXO1 FURIN FUS FXYD5 FYB1 FYN GABARAP GATA3 GATAD2B GIMAP1 GIMAP2 GIMAP4 GIMAP6 GIMAP7 GIT2 GLCCI1 GLIPR1 GLIPR2 GMFG GNAI2 GNAI3 GNAS GNB1 GNG2 GNLY GNPTAB GPR171 GPR82 GPSM3 GRAMD1A GRK2 GRK6 GSE1 GVINP1 GYG1 GYPC GZMA GZMB GZMM H1-10 H3-3B HCLS1 HCP5 HCST HECA HEG1 HELZ HERC1 HIC1 HIPK1 HLA-A HLA-B HLA-C HLA-DPA1 HLA-DPB1 HLA-E HLA-F HMGN1 HMGN4 HMOX2 HNRNPA2B1 HNRNPC HNRNPD HNRNPDL HNRNPH1 HNRNPK HOPX HP1BP3 HSP90AA1 HSPA8 ICAM3 ID2 IDI1 IDS IFI16 IFITM1 IFITM2 IKZF1 IKZF3 IL10RA IL16 IL18RAP IL2RB IL2RG IL32 IL7R INPP4A INPP5D INSIG1 IQGAP1 IRF1 ITGA1 ITGA4 ITGAE ITGAL ITGB2 ITGB7 ITK ITM2A ITM2B ITM2C ITSN2 JADE1 JADE2 JAK1 JAK3 JAML JUN JUNB JUND KAT6A KCNAB2 KDM2A KIF21B KIT KLC1 KLF12 KLF13 KLF6 KLRB1 KLRD1 KMT2A KMT2E KPNB1 LAIR1 LAPTM5 LAT LBH LBHD1 LCK LCP1 LCP2 LDHB LDLR LDLRAD4 LEPROTL1 LGALS1 LIMD2 LIMS1 LINC00674 LINC02591 LITAF LPIN1 LPXN LRRFIP1 LSM2 LSP1 LSS LTB LY6E MACF1 MAP2K1 MAP4K1 MAPK1 MAPK1IP1L MAPRE2 MATR3 MBD2 MBNL1 MBNL3 MBP MCL1 MDFIC MDM4 MEA1 MECP2 METTL9 MIAT MIR23AHG MKNK1 MLLT6 MOB3A MORF4L1 MS4A2 MSH3 MSN MYADM MYBL1 MYCBP2 MYH9 MYL12A MYL12B MYL6 MYO1F MYO1G MYO5A MYO9B NAP1L1 NBEAL2 NCKAP1L NCL NEDD9 NENF NFATC2 NFATC3 NFKBIA NHERF1 NIN NKG7 NKTR NLRC3 NLRC5 NMUR1 NOP53 NPM1 NR3C1 NR4A2 NUCB2 NUCKS1 NUP210 NXF1 OAZ1 OGA OGT OSBPL8 OST4 OSTF1 OSTM1 OXNAD1 PAG1 PAIP2 PARP8 PARVG PAXX PBXIP1 PCBP1 PCED1B PCM1 PCNX1 PDCD4 PDE4D PDE7A PELO PFDN5 PFN1 PGC PGK1 PHF1 PHF20 PHTF2 PIK3CD PIK3IP1 PIM1 PIP4K2A PITPNC1 PKM PKN1 PLAAT4 PLCB2 PLEK PLEKHA2 PLEKHF1 PLEKHO1 PLP2 PLXDC1 PNRC1 POLR2K POLR3GL POU2F2 PPIA PPIG PPM1K PPP1CA PPP1R12A PPP1R15A PPP1R16B PPP1R18 PPP2R5C PPP3CA PPP6R1 PPT1 PRDM2 PREX1 PRF1 PRKACB PRKAR1A PRKCB PRKCH PRKCQ PRKDC PRPF38B PRRC2B PRRC2C PSD4 PSIP1 PSMA5 PSMB10 PSMB4 PSMB8-AS1 PSMB9 PSME1 PSTPIP1 PTBP3 PTGDS PTGER2 PTGER4 PTK2B PTMA PTP4A2 PTPN2 PTPN22 PTPN4 PTPN6 PTPN7 PTPRC PTPRCAP PVRIG QRICH1 RAB27A RAB3GAP2 RAB8B RAC2 RACK1 RALGDS RAP1A RAP1B RAPGEF1 RAPGEF6 RASAL3 RASGRP1 RASSF5 RBL2 RBM26 RBM3 RBM39 RBMS1 RBX1 RESF1 REST RFLNB RGS1 RGS10 RGS14 RGS19 RGS2 RHOA RHOG RHOH RIN3 RNASEH2B RNASET2 RNF139 RNF149 RNF166 RNF167 RNF4 RNF44 ROCK1 RORA RPL10 RPL10A RPL11 RPL12 RPL13 RPL13AP3 RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL22 RPL23 RPL23A RPL24 RPL26 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL37 RPL37A RPL38 RPL39 RPL4 RPL41 RPL5 RPL6 RPL7 RPL9 RPLP0 RPLP1 RPLP2 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS25 RPS27 RPS27A RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS5 RPS6 RPS6KA3 RPS7 RPS9 RSU1 RUNX3 S100A4 SACS SAMD9 SAMD9L SAMSN1 SAP18 SAR1A SARAF SASH3 SBNO1 SCAMP3 SCML4 SEC62 SELENOH SELENOT SELPLG SEMA4D SEPTIN1 SEPTIN6 SEPTIN7 SEPTIN9 SERF2 SERINC1 SERP1 SET SETX SF1 SF3B4 SFMBT2 SFPQ SH2B3 SH2D2A SH2D3C SH3BGRL SH3BGRL3 SH3BP1 SH3KBP1 SHFL SHISA5 SIGIRR SIPA1 SIRPG SIRT2 SIT1 SKAP1 SKAP2 SKP1 SLA SLA2 SLAMF7 SLC12A6 SLC16A7 SLC2A3 SLC38A1 SLC38A2 SLC44A2 SLC66A3 SLC7A5P2 SLC7A6 SLFN5 SMAP2 SMARCA2 SMDT1 SMURF2 SNHG1 SNRNP200 SNRNP70 SNRPB SNRPB2 SNTB2 SNX17 SON SP110 SPCS3 SPN SPOCK2 SPRY1 SRGN SRPRA SRSF2 SRSF3 SRSF5 SRSF7 SSBP4 SSH1 SSR2 ST3GAL1 ST3GAL5 STAT3 STAT4 STK10 STK17A STK17B STK4 STN1 STOM STX16 SUB1 SUMO2 SUN2 SUSD3 SYNE1 SYNE2 SYNRG SYTL3 TAB2 TACC1 TAF7 TAGAP TAOK1 TAPBP TARP TBC1D10C TBC1D2B TBCB TBCC TCF7 TCIRG1 TERF2IP TES TGFBR1 TGFBR2 TGOLN2 THEMIS TIGIT TLE5 TLN1 TMA7 TMC6 TMC8 TMEM123 TMEM245 TMEM50A TMIGD2 TMSB10 TMSB4X TNF TNFAIP3 TNFRSF18 TNFSF12 TNK2 TNRC6B TNRC6C TOMM7 TOP2B TOR1AIP1 TPM3 TPM4 TPP1 TPSB2 TPT1 TRA2B TRADD TRAF3IP3 TRAM1 TRAPPC1 TRAT1 TRG-AS1 TRIB2 TRIM22 TRIP12 TRIR TRMT112 TSC22D3 TSC22D4 TSEN54 TSPAN14 TSPYL2 TTC1 TTC39C TUBA1A TUBB TXLNGY TXNIP TYK2 TYROBP UBA52 UBAC2 UBASH3B UBB UBC UBE2D2 UBE2D3 UBE2I UBL5 UCP2 UGP2 UHMK1 UNC13D USP20 USP47 UTRN VAMP2 VAV1 VEGFB VIM WAC WAS WDR1 WDR26 WDR82 WIPF1 WNK1 WTAP XCL1 XPO6 XRCC6 YBX1 YME1L1 YPEL5 YWHAB YWHAZ ZAP70 ZBTB4 ZC3HAV1 ZFP36 ZFP36L1 ZFP36L2 ZNF207 ZNF217 ZNF292 ZNF609 ZNF652 ZNF655 ZYX BUSSLINGER_DUODENAL_I_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_DUODENAL_I_CELLS ABCB10 BRD2 CCK CPE ELL2 GC KCNK17 KCTD12 MLN NKX2-2 PCSK1N PDK3 RAP1GAP2 RASD1 SCG2 SCG5 BUSSLINGER_DUODENAL_K_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_DUODENAL_K_CELLS BCL9L CACNA1A CHGA DEPP1 GIP GOLGA7 HAP1 HERC2P7 KCTD12 ORC5 PLPP5 PRRG4 SCG2 SCG5 SCGN SLC29A4 SOCS3 STX1A TMCO3 ZMIZ2 BUSSLINGER_DUODENAL_LATE_IMMATURE_ENTEROCYTES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_DUODENAL_LATE_IMMATURE_ENTEROCYTES AADAC ABCA5 ABCG2 ABCG5 ABHD6 ACAA1 ACAA2 ACADM ACADVL ACAT1 ACE ACE2 ACOX1 ACSL5 ADA ADIRF AKR1B10 AKR7A3 AKR7L ALDH1A1 ALDOB AMN ANPEP ANXA13 ANXA4 APLP2 APOB ATP1A1 ATP1B1 ATP1B3 BDH2 BTNL3 BTNL8 C17orf78 C3orf85 CA2 CALM1 CAMK2N1 CBR1 CD74 CDH17 CDHR5 CES2 CHP2 CIDEB CLDN15 CLIC5 CMBL CNDP2 CREB3L3 CRYL1 CYB5A CYBRD1 CYP1A1 CYP2C18 CYP2C9 CYP2J2 CYP3A4 CYP3A5 CYSTM1 DGAT1 DHRS11 DHRS7 DNASE1 EPHX2 FABP1 FABP2 FAM3C FBP1 FTH1 FTL GALM GATM GBA3 GDA GK GLRX GNA11 GNG12 GPD1 HACL1 HADHA HADHB HEBP1 HLA-DRA HLA-DRB1 HMGCS2 HNF4G HSD17B11 HSD17B2 IQGAP2 ITM2B KRT20 LCT LDHA LGALS4 LIPA LPCAT3 MAF MALL MAOA MEP1A MEP1B MGAM MGST3 MISP MME MS4A10 MS4A8 MTTP MUC13 MYO1A NCOA4 NHERF4 OAT P4HB PBLD PCK1 PCK2 PDK4 PEBP1 PEPD PGRMC2 PIGR PLIN2 PLS1 PNP PTGR1 RAB17 RBM47 RBP2 REEP3 REEP6 RNF186 RTN4 S100A14 S100G SAR1B SAT1 SAT2 SI SLC10A2 SLC13A2 SLC15A1 SLC1A1 SLC25A37 SLC25A5 SLC26A3 SLC2A2 SLC2A5 SLC37A4 SLC39A5 SLC4A4 SLC4A7 SLC5A1 SLC5A9 SLC6A19 SLC7A9 SMIM24 SMPD3 SULT1A1 SULT2A1 TDP2 TKFC TM4SF20 TM4SF4 TM4SF5 TM6SF2 TMBIM6 TMEM45B TMPRSS15 UGT2A3 UGT2B17 UGT2B7 VNN1 XDH XPNPEP2 BUSSLINGER_DUODENAL_MATURE_ENTEROCYTES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_DUODENAL_MATURE_ENTEROCYTES AAK1 AATK ABCC2 ABCC3 ABCG2 ABCG5 ABHD3 ACAA1 ACADVL ACE ACE2 ACHE ACOX1 ACSL5 ACTN4 ACY3 ADA ADH4 ADIRF AFDN AGPAT2 AHNAK ALDOB ALPI AMN ANGPTL4 ANK3 ANKRD9 ANPEP AOC1 APOA1 APOA4 APOB APOC3 AQP10 ARHGAP27 ARHGEF16 ARL14 ATG4B ATP2B1 ATP8B2 BAIAP2L2 BMP1 C11orf86 C1QTNF12 C2orf88 C3orf85 C8G CAMK2N1 CARD10 CD151 CD36 CD74 CDHR2 CDHR5 CDKN1A CEACAM6 CES2 CGN CIDEB CIDEC COL17A1 CREB3L3 CRYBG2 CSNK1D CTSD CTSE CYP1A1 CYP2B7P CYP2C18 CYP2C9 CYP2S1 CYP3A4 CYP3A5 CYP4F12 CYP4F2 DGAT1 DGAT2 DGKA DNASE1 ECHDC2 ENPEP ENPP3 ENPP7 EPS8L2 EPS8L3 EZR FABP2 FBLIM1 FBP1 FBXW5 FLNB FLVCR1 GABRE GADD45B GALE GALNT6 GLTPD2 GPA33 GPAT3 GPCPD1 GPX4 GSDMB GSDME H1-2 HAPLN4 HERC4 HHLA2 HKDC1 HLA-DRA HLA-DRB1 HOOK2 HSPB1 IFI27 IGFBP4 IGSF9 IL32 IL6R INF2 INPP5J ITGB4 ITSN1 KLF4 KLF6 LAMA3 LAMB3 LCT LINC01133 LMO7 LPIN2 LRP1 MAF MALL MAPK3 MDK MEP1B MFSD2A MGAM MGLL MIA2 MICAL1 MICALL2 MIGA2 MISP MME MPP1 MS4A10 MS4A8 MTMR11 MTTP MUC13 MUC17 MXD1 MYH14 MYO1A MYO7B NHERF4 NPC1L1 NPNT NR0B2 OGDH P4HB PAQR7 PAXBP1 PCK1 PCK2 PEPD PFKP PHGR1 PLAAT2 PLEC PLIN2 PLS1 PLXNB2 PNPLA2 POLD4 POR PP7080 PRAP1 PRODH PTPRF PTPRH RAB17 RAPGEFL1 REEP6 RHOC RIOK3 RMDN3 RND3 S100A14 S100A6 S100G SAT2 SCARB1 SCNN1A SECTM1 SELENOP SEMA3B SEMA6C SERPINA1 SGK1 SLC12A7 SLC13A2 SLC15A1 SLC17A4 SLC19A1 SLC22A18 SLC25A37 SLC26A3 SLC27A4 SLC28A1 SLC28A2 SLC2A5 SLC36A1 SLC39A4 SLC3A2 SLC40A1 SLC46A1 SLC4A7 SLC5A1 SLC5A9 SLC6A19 SLC6A20 SLC6A8 SLC9A1 SMIM24 SMPD3 SPATS2L SPINT1 SREBF1 SSUH2 SSX2IP STAT6 SULT1A2 TBX3 TENT5A TIMP2 TJAP1 TLCD2 TM4SF20 TM4SF4 TM4SF5 TM6SF2 TMC5 TMEM253 TMPRSS15 TNFRSF1A TREH TRIM15 TRIP10 TRPV6 UACA UGT2B7 VEGFA VILL XPNPEP2 YPEL3 ZBTB7B ZSWIM8 BUSSLINGER_DUODENAL_MX_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_DUODENAL_MX_CELLS ACSL1 ARX CPE DEPP1 FGFR1 GHRL KCTD12 MLN PCLO PCSK1N SCGN SLC26A7 VAMP2 BUSSLINGER_DUODENAL_PANETH_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_DUODENAL_PANETH_CELLS CLCA1 DEFA5 DEFA6 FCGBP GUCA2A ITLN1 ITLN2 LCN2 LYZ MUC2 PLA2G2A PRSS1 REG3A SPINK4 TFF3 BUSSLINGER_DUODENAL_STEM_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_DUODENAL_STEM_CELLS ACTG1 ACTN1 ADD3 ADH1C ADRA2A AGR2 AHCY ANP32B APEX1 APP AQP1 ARF4 ARID5B ASCL2 ATF3 ATP5MC2 ATP5MC3 ATRX BANF1 BCL11A BCLAF1 BEX3 BMP4 BTF3 BTG2 C9orf152 CA9 CANX CBX3 CCL25 CCND1 CCND2 CCT6A CD44 CD46 CD9 CDC42EP5 CDCA7 CDK6 CDKN1B CEL CEMIP2 CERS6 CES1 CFTR CHCHD2 CHDH CLDN3 CLDN4 CLU CNBP COQ8A COX7C CPS1 CRLS1 CRYZL2P DACH1 DARS1 DDAH1 DDX21 DKC1 DMBT1 DSG2 DSP DSTN DUT EDN1 EEF1A1 EEF1B2 EEF1G EEF2 EGR1 EIF1AX EIF2S3 EIF3A EIF3E EIF3H EIF3L EIF4A2 EIF4B EIF4G2 EIF5B ELAPOR1 EML4 EMP2 ENC1 EPCAM EPHB2 ERGIC3 ESRP1 ETS2 FAM120A FBL FCGRT FERMT1 FOS FOSB GAS5 GCNT1 GDF15 GNL3 GOLM1 GPR160 GPX2 GSTP1 HBEGF HDAC2 HES1 HMGA1 HMGB1 HMGCS2 HMGN1 HNRNPA1 HNRNPA2B1 HNRNPC HNRNPD HNRNPDL HNRNPK HNRNPM HNRNPU HSP90AA1 HSP90AB1 HSPA8 HSPD1 HSPE1 IER2 IER3 IMPDH2 IPO7 IRF2BP2 ITGA6 IVNS1ABP JUN KHDRBS1 KLF5 KRT8 LAMB1 LRIG1 LRPPRC LYZ MARCKS MARCKSL1 MATR3 MCM7 MECOM MLEC MLXIP MT1G MYB MYO10 NCL NCOA7 NECTIN3 NFIA NFIB NONO NOP56 NOP58 NPM1 NR4A1 NRARP NSA2 NUCKS1 OLA1 OLFM4 ONECUT2 PABPC1 PAPOLA PDLIM1 PIK3R1 PKDCC PPIA PPP1R1B PRKDC PTGES3 PTMA RACK1 RAD21 RAN RCC2 RCN1 REG1A REG3A REPIN1 RGMB RHOBTB3 RNF43 RPL10 RPL10A RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL18 RPL18A RPL22 RPL22L1 RPL23 RPL24 RPL26 RPL27 RPL27A RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL37 RPL37A RPL38 RPL39 RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP1 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS18 RPS19 RPS2 RPS20 RPS23 RPS24 RPS25 RPS27 RPS27A RPS28 RPS29 RPS3 RPS3A RPS4X RPS5 RPS6 RPS7 RPS8 RPS9 SCARNA9 SELENOW SERBP1 SERP1 SESN1 SET SFPQ SH3BGRL2 SH3BP4 SH3D19 SLC12A2 SLC38A2 SMARCC1 SMOC2 SNHG29 SNHG5 SNHG6 SNHG8 SNRPB SNRPE SNX5 SOX4 SOX9 SPINK1 SPINT2 SRP9 SRSF6 SYNCRIP SYNE2 TCF12 TKT TM4SF1 TM9SF3 TMEM123 TMEM230 TOMM7 TOP2B TPD52 TPT1 TRIM24 TRIM28 TSC22D1 TSPAN8 TTC3 TXN TXNIP U2AF1 UBXN4 VDR XIST XRCC5 YBX1 YWHAE YWHAQ YWHAZ ZBTB38 ZFAS1 ZFP36L1 ZFP36L2 ZNF503 BUSSLINGER_DUODENAL_TRANSIT_AMPLIFYING_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_DUODENAL_TRANSIT_AMPLIFYING_CELLS ACTG1 ADD3 ADH1C AGR2 AKR1C3 ALDH1A1 ALDOA ANP32B ARL6IP1 ATP5F1A ATP5F1B ATP5F1C ATP5IF1 ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5MJ ATP5PB ATP5PD ATP5PO CANX CCL25 CDC42EP5 CENPF CHCHD10 CHCHD2 CHP2 CLIC1 COX4I1 COX5A COX5B COX6A1 COX6B1 COX6C COX7A2 COX7B COX7C COX8A CPS1 CYC1 CYCS DBI DDAH1 DMBT1 ECH1 EEF1A1 EEF1B2 EEF1G EEF2 EI24 EIF3K EIF3L ENO1 EPCAM ESD FAU FBL GAPDH GOLM1 GSTP1 H2AZ1 H4C3 HINT1 HMGA1 HMGB1 HMGB2 HNRNPA1 HNRNPA2B1 HNRNPC HSP90AB1 HSP90B1 HSPD1 HSPE1 IDH2 IER2 KLF5 KRT18 KRT19 KRT8 LGALS4 MAOA MARCKS MGST1 MKI67 MLEC MT1G MT2A NCL NDUFA1 NDUFAB1 NDUFB9 NDUFS5 NPM1 NUCKS1 PFN1 PHB1 PHB2 PIGR PPIA PPP1R1B PRDX1 PSMA5 PSME2 PTGES3 PTMA RACK1 RAN RBM3 REG1A RPL10 RPL10A RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL22 RPL23 RPL24 RPL26 RPL27 RPL27A RPL28 RPL29 RPL3 RPL32 RPL34 RPL35 RPL35A RPL36 RPL37 RPL37A RPL38 RPL39 RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS18 RPS19 RPS2 RPS20 RPS23 RPS24 RPS25 RPS27A RPS28 RPS29 RPS3 RPS3A RPS4X RPS5 RPS6 RPS7 RPS8 RPS9 SF3B5 SLC25A3 SLC25A5 SNHG29 TFRC TM9SF3 TMSB10 TOP2A TPI1 TUBA1B TUFM TXN UQCR10 UQCRFS1 UQCRQ YBX1 BUSSLINGER_DUODENAL_TUFT_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_DUODENAL_TUFT_CELLS ACTN1 ADGRG6 ADH6 ALOX12B ALOX5 ALOX5AP ANKRD30BL ANO7 AOC1 ATP2A3 AVIL AZGP1 B4GALNT4 BCAM BMX BRD4 CCSER1 CD24 CHD9 CLMN CORO2B CRIP1 FARP2 FGFR4 FURIN FYB1 GABRP GNAI2 GNG13 GSN HCK HPGDS HTR3E ID2 IFI6 IL17RB IRAG2 ITPR2 KCTD12 KLK13 KMT2C KRT18 KRT8 LUC7L3 MARCKSL1 MATK MELTF MT1G MT2A MTSS1 MYO1B PBXIP1 PHIP PIK3CG PIK3R5 PLCG2 POU2F3 PSTPIP2 PTGS1 PTPN18 RASSF6 RASSF7 SEPTIN2 SERPINA1 SH2D6 SIGIRR SKAP2 SNRNP27 SOX4 SOX9 SPIB TAMALIN TMEM176A TMEM176B TMEM74B TMEM87A TPM1 TRPM5 VIPR1 ZDHHC8BP ZFHX3 BUSSLINGER_ESOPHAGEAL_DENDRITIC_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_ESOPHAGEAL_DENDRITIC_CELLS ABCC3 ACTB ACTR2 ADA2 ADAM8 ADCY7 AIF1 ALCAM ALOX5 ALOX5AP ANKRD44 ANXA5 ARHGDIB ARL4C ARPC1B ATP2B1 ATP6V0B AXL B2M BAIAP2 BASP1 C15orf48 CACNA1G CAMK1D CAP1 CCDC88A CCND2 CCNI CD1A CD1C CD1E CD207 CD37 CD4 CD52 CD74 CD83 CD86 CDYL CELF2 CFL1 CFP CHAD CKLF CLDN1 CLEC10A CLEC5A CMTM6 CNN2 CNTRL COTL1 CPVL CRIP1 CSF1R CSF2RB CST3 CTSH CTSS CXCL16 CYBB CYRIB DENND1B DPYSL2 DUSP2 EHBP1L1 ENG ENTPD1 EVI2B FCER1A FCGBP FCGRT FGL2 FOS FOSB FTH1 FTL FXYD5 GDI2 GLRX GNA15 GNAI2 GNB1 GPR183 GPX1 GRK3 GSN HCK HIP1 HLA-B HLA-DMA HLA-DMB HLA-DOA HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB5 HLA-DRB6 HSPA1A IER5 IFI30 IL13RA1 IL1B IL2RG INPP5D INSIG1 ITGAX ITGB2 JAML JUNB JUND KDM6B LAPTM5 LCP1 LGALS1 LITAF LMNA LSP1 LST1 LTB LYN MACROH2A1 MAFF MAN2B1 MAP2K1 MAP3K2 MAPRE1 MIDN MOB3A MPEG1 MS4A6A MYADM NAP1L1 NDRG2 NFATC2 NIBAN1 NR4A1 NR4A2 NR4A3 PAK1 PARM1 PDE4A PEA15 PER1 PFN1 PKIB PLAUR PLEK PLEK2 PNRC1 PPT1 PRKCB PTGS2 PTK2B PTMS PTP4A2 PTPRC PXDC1 RAB5C RANBP2 RAP1A RASSF2 RASSF5 RBPJ RGS1 RGS10 RGS2 RHOG RUNX3 RYBP S100A4 S100B SEPTIN6 SERPINB9 SERPINF1 SGK1 SH3BGRL3 SH3KBP1 SKIL SLA SLC12A7 SLC18A2 SLC29A1 SLC2A1 SLC2A3 SPI1 SRGN STK17B SYNGR2 TACC1 TAMALIN TBC1D4 TIMP1 TMEM14C TMSB10 TMSB4X TNFAIP3 TUBA1B TXNIP TYROBP UCP2 VASP VIM VOPP1 YPEL5 YWHAH ZFHX3 ZFP36 ZMIZ1 ZNF331 ZYX BUSSLINGER_ESOPHAGEAL_EARLY_SUPRABASAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_ESOPHAGEAL_EARLY_SUPRABASAL_CELLS ASPM ATP5MC3 B2M CALM2 CBX3 CCNB1 CCT5 CDK1 CENPF CSRP2 DDX21 DEK DSC3 DUT EEF1A1 ENO1 FBL FOS H2AZ1 H2AZ2 H4C3 HES1 HMGB1 HMGB2 HMGN1 HNRNPA1 HNRNPA2B1 HNRNPAB HNRNPC HNRNPD HNRNPF HNRNPR HSP90AB1 HSPA1A HSPA8 HSPD1 IMPA2 KRT15 KRT5 MKI67 MT2A NCL NFIC NPM1 NUCKS1 PCNA PRC1 PRKDC PTMA PTTG1 RAD21 RAN RPL10A RPL13A RPL14 RPL15 RPL4 RPL5 RPLP1 RPS3A RPS6 RRM1 RRM2 SET SLC25A5 SLC7A1 SMC4 SRSF3 STMN1 SYNCRIP SYNE2 TKT TMPO TOP2A TRA2B TUBA1B TUBB VSNL1 YBX1 BUSSLINGER_ESOPHAGEAL_LATE_SUPRABASAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_ESOPHAGEAL_LATE_SUPRABASAL_CELLS A2ML1 ACTB AHNAK ALDH3A1 ALDH3B2 ALDH9A1 ANXA1 ANXA2 AQP3 ARPC2 ATP6V0C C4orf3 CALML3 CAST CD24 CDA CDKN1A CDKN2B CEACAM6 CES2 CITED4 CLCA4 CLDN4 CLIC3 CLTB CNN3 CRABP2 CRNN CST3 CSTA CSTB CTNNBIP1 CXCL17 CYP2C18 CYSRT1 DBI DHRS1 DMKN DSC2 DSG1 DSG3 DSP DYNLT3 EGR1 ELL2 ENDOU EVPL EZR FAM162A FAM3B FGFBP1 FMO2 GBP6 GJB2 GLTP GPR15LG GPX3 GRHL1 GRN GSN GUK1 HMGCS1 HSPB1 IL1RN IVL JUP KLK11 KLK13 KRT13 KRT4 KRT6A KRT6B KRT6C LGALS3 LY6D LYNX1 LYPD3 MAL MAL2 MALL MGLL MPZL2 MUC21 NAGK NCCRP1 NDRG1 NIBAN2 NUCB2 P4HB PDZK1IP1 PEPD PERP PKP1 PKP3 PPDPF PPL RAB10 RAB11A RAB25 RHCG S100A10 S100A11 S100A14 S100A16 S100A8 S100A9 SBSN SCD SCEL SDC1 SERPINB1 SERPINB13 SERPINB2 SERPINB3 SERPINB4 SH3BGRL3 SLPI SLURP1 SOD2 SORT1 SPINK5 SPRR1A SPRR1B SPRR2A SPRR2D SPRR3 TECR TENT5B TGM1 TGM3 TM7SF2 TMSB10 TMSB4X TRIM29 TSPO TUBA1C TUBB6 TXN YWHAZ ZNF185 BUSSLINGER_ESOPHAGEAL_PROLIFERATING_BASAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_ESOPHAGEAL_PROLIFERATING_BASAL_CELLS ANP32B ARL6IP1 ASPM ASS1 ATP1B3 B2M CAV1 CD81 CENPF COL17A1 CXCL14 DSC3 DST EEF1A1 EEF1B2 EEF2 EIF4B ENO1 FBL GPNMB GPX4 H2AZ1 H4C3 HMGB1 HMGB2 HNRNPA1 HNRNPA2B1 HNRNPC HOPX IFITM3 IL1R2 ITGA6 KRT14 KRT15 KRT19 KRT5 LAMB3 MCM7 MKI67 MT2A NAP1L1 NCL NFIC NUCKS1 NUSAP1 PRC1 PTMA RPL10 RPL10A RPL13A RPL15 RPL18A RPL4 RPL5 RPS3 RPS5 RRM2 SLC3A2 SLC7A1 SLC7A5 SMC4 SNRPB STMN1 SYNE2 TK1 TKT TOP2A TUBA1B TUBB YBX1 BUSSLINGER_ESOPHAGEAL_QUIESCENT_BASAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_ESOPHAGEAL_QUIESCENT_BASAL_CELLS ALDH3A2 APP ASS1 ATP1B3 CAV1 CD81 CLSTN1 CLU COL17A1 COL7A1 CXCL14 DCN DKK3 DST EEF1A1 EEF1G EEF2 EIF4A2 EIF4B FOS FOSB FTH1 GAS5 GLUL GPNMB HSP90AB1 HSPA2 IFITM1 IFITM3 IGFBP5 IL1R2 ITGB4 JAG2 JUNB KRT14 KRT15 KRT19 LAMA5 LAMB3 MEGF6 MIR205HG MOXD1 MXRA5 NAP1L1 NFIB NFIC NOP53 NTRK2 PDLIM1 PRNP RACK1 RPL10 RPL13 RPL13A RPL3 RPL4 RPL5 RPLP1 RPS3 RPS3A RPS6 SERPINE2 SFRP1 SLC1A3 SLC1A4 SLC7A1 SLC7A2 SLC7A5 SNHG29 SOCS3 SOX6 SYNE2 THSD4 TNC TNS1 TXNIP ZFP36L2 BUSSLINGER_GASTRIC_ANTRAL_ECS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_GASTRIC_ANTRAL_ECS C6orf58 CACNA1A CPE DDC GC MEG3 MS4A8 PAX6 PCSK1N RASD1 SCG2 SCG5 BUSSLINGER_GASTRIC_CHIEF_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_GASTRIC_CHIEF_CELLS APLP1 AZGP1 CA9 CDKN1C CHIA CST3 CXCL17 DCXR EEF2 ELAPOR1 ELL2 ENAH FMOD FNDC3B FTH1 FTL GLUL GPER1 GPRC5C HMGCS2 IER2 IGFBP2 IL33 IRX2 ITIH5 ITLN1 JUN LEPR LINC00261 LIPF MECOM METTL7A MT1F MT1G MT1X MT2A NEDD4L NR2F2 P4HB PABPC4 PDIA2 PGA5 PGC PLIN5 PRDX4 RPLP1 SEC62 SLC12A2 SOX4 SSR4 TMED6 TMEM97 TSC22D1 UGT2B15 XBP1 XYLT2 BUSSLINGER_GASTRIC_D_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_GASTRIC_D_CELLS ARFGEF3 CADM1 CAMK2B CELF4 CEP126 CHGB DEPP1 EGR1 ERO1B IGFBP5 ISL1 KCTD12 MAP1B MS4A8 NEUROD1 NR4A1 PAX6 PCSK1N PCSK2 SCG5 SEC11C SHISAL2B SST TM4SF4 TMEM176B TPPP3 TTN TTR BUSSLINGER_GASTRIC_G_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_GASTRIC_G_CELLS ABCA5 ABCB10 ACVR1C ANK3 ARFGEF3 ARX BPTF BTG2 C12orf75 CACNA1A CADPS CAMK2N1 CD36 CES1 CHGB CLTRN CMIP CPE CXXC4 DDC DEPP1 DIRAS3 DSP DST DTNA EGR1 ERO1B FEV FKBP2 FXYD3 GAST GNAI2 HAP1 HIGD1A HLA-A IDH1 INSM1 ISL1 KCTD12 KIF1A KLB LRP4 MAN1A1 MAP1B MARCKS MAST4 MDK MEIS2 MLXIPL MS4A8 NAV1 NEUROD1 NKX2-2 NOL4 PAM PAX6 PBX3 PCLO PCSK1 PCSK1N PCSK2 PDE8B PDK3 PDK4 PDLIM5 PEMT PFN2 PLXNA2 PRKACB QPCT RAB26 RAB3B RFX6 SAMD5 SCG2 SCG3 SCG5 SCGB2A1 SCGN SEC11C SELENOW SHISAL2B SLC40A1 SLC7A1 SORBS2 SORL1 SPINT2 SSR4 SSTR2 SUCNR1 SYT7 TFF3 TIMP1 TM4SF4 TM4SF5 TMEM176B TPD52 VAMP2 BUSSLINGER_GASTRIC_IMMATURE_PIT_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_GASTRIC_IMMATURE_PIT_CELLS ABCC3 ABCC5 ABHD2 ABLIM1 ACTB ACTG1 ACTN4 AGR2 AHNAK AKR1B10 AKR1C1 AKR1C2 AKR1C3 ALDH2 ALDH3A1 ALDH3A2 ANG ANXA10 ARPC1A BCAS1 BLVRB CA2 CALM2 CAPG CAPN5 CAPN8 CAPN9 CAST CBR1 CCND1 CD2AP CD63 CEACAM5 CES2 CFL1 CLDN18 CLIC1 CLTB CMBL COX8A CRIP1 CSTB CTNNA1 CTSE CYP2C18 CYP2S1 CYP3A5 CYSTM1 DDX60 DSC2 DYNLL1 EFHD2 EFNB2 ETNK1 FA2H FAM120A FBLIM1 FCGBP FHL2 FLNB FOXA2 FOXQ1 FSIP2 FXYD3 GALE GALNT6 GKN1 GKN2 GPX2 GSN GSTP1 HPGD HSPB1 ID1 IFI27 IL1R2 IL1RN ITGB4 JPT1 JUP KDELR2 KLF3 KLF4 KRT18 KRT19 KRT8 LGALS3 LGALS4 LGALS9C LINC01133 LMNA LMO7 MAL2 MANF MAPK3 MGLL MGST3 MUC1 MUCL3 NET1 NQO1 PERP PFN1 PHGR1 PLA2G10 PLAC8 PLXNB2 PRDX1 PSCA PTGR1 RAB27A RAB27B RAC1 RALA RASSF6 RBM47 REG4 REP15 RHOA RNASE1 S100A11 S100A14 S100A16 S100A6 S100P SFN SH3BGRL2 SH3BGRL3 SLC44A1 SLC44A2 SLC5A5 SLC7A8 SLC9A1 SMPD3 SOSTDC1 SPINK1 SPINT2 SPTSSB SULT1C2 SYTL2 TACSTD2 TAGLN2 TCEAL9 TCF7L2 TENT5A TESC TFF1 TFF2 TMEM54 TMSB4X TPM1 TPM4 TRNP1 TSPAN1 TSPAN3 TSPAN8 TST TXN UGDH VAMP8 VILL VSIG1 VSIG2 YWHAZ ZBTB7C BUSSLINGER_GASTRIC_IMMUNE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_GASTRIC_IMMUNE_CELLS AAK1 ABCB1 ABHD17A ABHD3 ABI1 ABI3 ABRACL ACAP1 ACAP2 ACSL4 ACTB ACTR2 ACTR3 ADA2 ADAM19 ADAM8 ADAR ADARB1 ADCY7 ADD1 ADGRE5 AGFG1 AGGF1 AHNAK AHR AIDA AIP AKAP10 AKAP11 AKAP13 AKAP9 AKIRIN1 AKNA AKTIP ALOX5AP ANAPC16 ANKLE2 ANKRD10 ANKRD11 ANKRD28 ANKRD44 ANKRD49 ANP32B ANP32E ANTXR2 ANXA1 ANXA6 AOAH AP1M1 AP1S2 AP3M1 AP4B1 APBA2 APBB1IP APMAP APOBEC3C APOBEC3F APOBEC3G APOBR ARAP2 ARF6 ARHGAP15 ARHGAP25 ARHGAP30 ARHGAP35 ARHGAP4 ARHGAP45 ARHGAP9 ARHGDIB ARHGEF1 ARHGEF3 ARHGEF6 ARID1A ARID2 ARID4A ARID4B ARID5A ARIH1 ARL4C ARL6IP5 ARPC1B ARPC2 ARPC3 ARPC5 ARPP19 ARRB2 ASAP1 ASB2 ASCC3 ASF1A ASH1L ASXL2 ATF2 ATF7IP ATM ATOSA ATP11B ATP1B3 ATP2B4 ATP5MG ATP6AP2 ATP6V0E1 ATP6V0E2 ATP8A1 ATP8B2 ATR ATRX ATXN1 ATXN2L ATXN7 AUTS2 AZIN1 B2M BATF BAZ1A BAZ1B BBLN BBX BCL11B BCL2 BCLAF1 BDP1 BHLHE40 BICD2 BIN1 BIN2 BIRC2 BIRC3 BIRC6 BLTP1 BMAL1 BOD1L1 BPTF BRWD1 BST2 BTAF1 BTBD1 BTF3 BTG1 BTG2 BTN3A1 BTN3A2 BUB3 BZW1 C12orf57 C16orf54 C19orf12 C21orf91 C4orf3 C6orf62 C9orf78 CAB39 CACYBP CALCOCO2 CALM1 CALM3 CAP1 CAPN2 CAPZA1 CAPZB CARD11 CARD8 CASP1 CASP8 CBFB CBL CBLB CBX3 CBX7 CCDC69 CCDC85B CCDC88A CCDC88B CCDC88C CCL20 CCL4 CCL5 CCND2 CCND3 CCNDBP1 CCNH CCNI CCNL1 CCNT2 CCR2 CCR5 CCR6 CCSER2 CCT4 CD101 CD2 CD244 CD247 CD27 CD37 CD3D CD3E CD3G CD4 CD44 CD47 CD48 CD5 CD52 CD53 CD6 CD69 CD7 CD81 CD84 CD8A CD8B CD96 CDC14A CDC16 CDC42 CDC42EP3 CDC42SE2 CDK13 CDK17 CDKN1B CDV3 CELF1 CELF2 CENPC CEP350 CEP85L CERK CFL1 CGGBP1 CHASERR CHD1 CHD2 CHD3 CHST11 CHST12 CHSY1 CIAO1 CIDEB CISH CITED2 CKAP2 CKLF CLDND1 CLEC2B CLEC2D CLIC5 CLIP1 CLK1 CLSTN3 CMTM3 CNBP CNN2 CNOT1 CNOT2 CNOT6L CNTRL COMMD6 COMMD8 COPB1 CORO1A COTL1 CPA3 CRBN CREB1 CREBBP CREBRF CREM CRLF3 CRTAM CRYBG1 CSDE1 CSF1 CSGALNACT2 CSK CSNK1G2 CST7 CTBP1 CTCF CTLA4 CTSS CTSW CUL3 CXCL13 CXCR3 CXCR4 CXCR6 CYBA CYBC1 CYFIP2 CYLD CYRIB CYTH1 CYTH4 CYTIP DARS1 DAXX DAZAP2 DCAF5 DCP1A DCP2 DDIT4 DDX17 DDX24 DDX3X DDX3Y DDX5 DDX6 DEF6 DEGS1 DEK DENND1B DENND1C DENND2D DENND4A DENND4B DERL1 DGKA DGKE DHRS7 DHX9 DIAPH1 DICER1 DIP2A DMTF1 DNAJB14 DNAJB6 DNMT1 DNTTIP2 DOCK10 DOCK11 DOCK2 DOCK8 DOCK9 DOK2 DPP8 DR1 DRAP1 DSTYK DUSP1 DUSP2 DUSP4 DUSP6 DYNC1H1 DYRK1A DYRK2 DZIP3 EDEM1 EEF1A1 EEF1B2 EEF1D EEF1G EEIG1 EFR3A EHD1 EID1 EIF1 EIF3F EIF3H EIF4A2 EIF4B EIF4E3 EIF4EBP2 EIF4G2 EIF5 ELF1 ELK4 ELL ELMO2 ELOVL5 ELP1 EMB EML3 EML4 EMP3 ENO1 ENSG00000291107 EP300 EP400 EPC1 EPG5 EPS15 ERAP1 ERAP2 ERBIN ESYT1 ESYT2 ETS1 EVI2A EVI2B EVL F2R FAM111A FAM13B FAM53B FAM78A FAM89B FAS FASLG FAU FBRS FBXL20 FBXL3 FBXO11 FBXW2 FCER1G FCMR FCRL6 FERMT3 FGD3 FGFR1OP2 FHIP2A FHOD1 FKBP11 FKBP5 FLI1 FLNA FLOT2 FLT3LG FMNL1 FMNL3 FMR1 FNBP1 FNBP4 FNTA FOSB FOXJ3 FOXN2 FOXO1 FRYL FUS FXYD5 FYB1 FYN FYTTD1 G3BP2 GAB3 GABPA GAPDH GAPVD1 GATA2 GATA3 GATAD2B GBP2 GBP3 GBP5 GDI1 GFI1 GFOD1 GGA2 GGNBP2 GIMAP1 GIMAP2 GIMAP4 GIMAP6 GIMAP7 GIMAP8 GIT2 GLCCI1 GLG1 GLIPR1 GLIPR2 GLO1 GLS GMFG GMIP GNA13 GNAI2 GNAI3 GNAS GNB1 GNG2 GNLY GNPTAB GOLGA7 GPATCH8 GPBP1 GPCPD1 GPR155 GPR171 GPR183 GPR65 GPRIN3 GPSM3 GRAMD1A GRAP2 GRB2 GRK2 GRK6 GSTK1 GVINP1 GYG1 GYPC GZMA GZMB GZMH GZMK GZMM H2AZ2 H3-3B HAUS6 HCLS1 HCP5 HCST HECA HECTD4 HEG1 HELZ HERC1 HERPUD2 HIC1 HINT1 HIPK1 HIVEP2 HIVEP3 HLA-A HLA-B HLA-C HLA-DPA1 HLA-DPB1 HLA-E HLA-F HLA-H HMGB1 HMGN1 HMGN4 HNRNPA2B1 HNRNPA3 HNRNPDL HNRNPH1 HNRNPH3 HNRNPLL HNRNPU HOPX HOXB2 HSPA8 HTR7 HUWE1 ICAM3 ICE1 ICOS ID2 IDI1 IDS IER5 IFFO1 IFI16 IFI27L2 IFI44 IFITM1 IFITM2 IFNAR2 IFNG IGFLR1 IK IKZF1 IKZF3 IL10RA IL16 IL17A IL17RA IL18R1 IL18RAP IL27RA IL2RB IL2RG IL32 IL7R INO80D INPP4A INPP4B INPP5D INTS6L IPCEF1 IQGAP1 IRAK4 IRF1 IRF1-AS1 ISCU ITGA1 ITGA4 ITGAE ITGAL ITGB1BP1 ITGB2 ITGB7 ITK ITM2A ITM2B ITM2C ITPKB ITPR1 ITPR2 ITSN2 IVNS1ABP JADE1 JADE2 JAK1 JAK3 JAML JARID2 JCHAIN JMJD1C JMY JUNB JUND KANSL1 KAT2B KAT6A KAT6B KBTBD2 KCMF1 KCNAB2 KDM2A KDM5A KHDRBS1 KIAA0040 KIAA2026 KIDINS220 KIF21B KIF2A KIT KLC1 KLF12 KLF13 KLF6 KLHL28 KLRB1 KLRC1 KLRC2 KLRD1 KMT2A KMT2C KMT2D KMT2E KPNA4 KPNA6 KPNB1 KRI1 KTN1 LAG3 LAIR1 LANCL1 LAPTM5 LASP1 LAT LATS1 LAX1 LBH LBR LCK LCP1 LCP2 LDHA LDHB LDLRAD4 LEPROTL1 LGALS1 LIMD2 LIMS1 LINC-PINT LINC00426 LINC00674 LINC00857 LINC02591 LNPEP LONP2 LPGAT1 LPIN1 LPIN2 LPXN LRBA LRRFIP1 LRRN3 LSM14A LSP1 LTB LUZP1 LY6E LY9 LYSMD2 LYST MACF1 MAF MALT1 MAN1A1 MAN1A2 MAN1C1 MAN2A2 MAP1LC3B MAP2K1 MAP3K2 MAP4K1 MAP7D1 MAP7D3 MAPK1 MAPK1IP1L MAPRE1 MAPRE2 MARCHF6 MARCHF7 MARK3 MAST3 MAT2B MATK MATR3 MBD2 MBNL1 MBP MCL1 MCMBP MDFIC MDM4 MEAF6 MECP2 MED1 MED13 MEF2D METTL23 METTL9 MFNG MFSD10 MGAT1 MGAT4A MIAT MICAL1 MICB MIER1 MIR23AHG MIS18BP1 MLLT6 MOB3A MPHOSPH8 MR1 MRFAP1L1 MRPS6 MS4A2 MSN MTDH MTMR9 MTR MVB12B MXD4 MXRA7 MYBL1 MYCBP2 MYH9 MYL12A MYL12B MYLIP MYO1F MYO1G MYO5A MYO7A MYO9B MYSM1 N4BP1 N4BP2L2 NAA38 NABP1 NAP1L1 NAP1L4 NBEAL2 NCKAP1L NCOA1 NCOA3 NCOR1 NDST2 NEDD9 NEK7 NEK9 NEMF NFAT5 NFATC2 NFATC2IP NFATC3 NFKBIA NGLY1 NHERF1 NIBAN1 NIN NIPBL NKG7 NLRC3 NLRC5 NLRP1 NMRK1 NONO NOP53 NOTCH1 NOTCH2 NPAT NPM1 NR3C1 NR4A2 NRDC NSD1 NSMAF NUDT21 NUFIP2 NUMA1 NUP153 NUP210 NUP98 NXPE3 OAS2 OAZ1 ODC1 OFD1 OGA OGG1 OGT OSBPL8 OST4 OSTF1 OSTM1 OTUD4 OTUD5 OXNAD1 P2RX5 PACS1 PAFAH1B1 PAG1 PAIP2 PAK2 PAPOLA PAPOLG PARP1 PARP14 PARP8 PARP9 PARVG PAXX PBXIP1 PCBP1 PCED1B PCF11 PCGF5 PCM1 PCNP PCNX1 PCNX2 PDCD1 PDCD4 PDE4B PDE4DIP PDE7A PDLIM2 PDS5A PDS5B PECAM1 PELO PFDN5 PFN1 PGGHG PGK1 PHC3 PHF11 PHF19 PHF20 PHF20L1 PHF3 PHIP PHLDA1 PHTF2 PICALM PIEZO1 PIK3CD PIK3IP1 PIK3R1 PIK3R5 PIKFYVE PIM1 PIM2 PIP4K2A PITPNC1 PLAAT4 PLCB2 PLCG1 PLEKHA2 PLEKHF1 PLEKHO1 PLEKHO2 PLP2 PLXDC1 PNISR PNN PNRC1 POLR2B POLR3GL POU2F2 PPHLN1 PPIA PPIG PPM1A PPM1B PPM1K PPM1M PPP1CC PPP1R12A PPP1R15A PPP1R15B PPP1R16B PPP1R18 PPP2R2B PPP2R5C PPP2R5E PPP3CB PPP3CC PPP4R3A PPP4R3B PPP6R1 PPT1 PRDM1 PRDM2 PREX1 PRF1 PRKACB PRKAR1A PRKCB PRKCH PRKCQ PRKCQ-AS1 PRKD2 PRKD3 PRKY PRMT2 PRNP PRPF38B PRPF40A PRPF4B PRPF8 PRRC2B PSD4 PSIP1 PSMA3-AS1 PSMA7 PSMB10 PSMB4 PSMB8 PSMB8-AS1 PSMB9 PSME1 PSME2 PSTPIP1 PTAR1 PTBP3 PTDSS1 PTGDR PTGER2 PTGER4 PTGES3 PTK2B PTMA PTP4A2 PTPN1 PTPN11 PTPN2 PTPN22 PTPN4 PTPN6 PTPN7 PTPRA PTPRC PTPRCAP PTPRE PTPRJ PUM2 PVRIG PYHIN1 QKI RAB21 RAB27A RAB29 RAB3GAP2 RAB8B RABGAP1L RAC2 RACK1 RAD21 RALGAPA1 RALGAPB RALGDS RANBP2 RANBP9 RAP1A RAP1B RAP1GDS1 RAPGEF1 RAPGEF6 RASA1 RASA2 RASAL3 RASGRP1 RASGRP2 RASSF2 RASSF5 RB1CC1 RBBP6 RBL2 RBM12 RBM26 RBM27 RBM33 RBM38 RBM39 RBMS1 RBPJ RCSD1 RESF1 REST RETREG1 REV3L RFLNB RFTN1 RFX5 RFX7 RGCC RGS1 RGS10 RGS14 RGS16 RGS19 RGS2 RHEB RHOA RHOG RHOH RICTOR RIF1 RIGI RIPOR2 RNF114 RNF125 RNF139 RNF149 RNF166 RNF167 RNF19A RNF213 RNF216 RNF38 RNF4 RNF44 RO60 ROCK1 RORA RPA1 RPA2 RPL10 RPL10A RPL13 RPL13A RPL14 RPL15 RPL17 RPL19 RPL23 RPL23A RPL24 RPL26 RPL27 RPL27A RPL28 RPL30 RPL31 RPL32 RPL34 RPL35A RPL36AL RPL37 RPL37A RPL38 RPL39 RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL9 RPLP1 RPLP2 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS18 RPS19 RPS2 RPS20 RPS23 RPS25 RPS27 RPS27A RPS29 RPS3 RPS3A RPS4X RPS6KA3 RPS6KA5 RPS7 RSF1 RSRC2 RUNX2 RUNX3 S100A10 S100A4 SACM1L SACS SAMD3 SAMD9 SAMD9L SAMSN1 SARAF SASH3 SBNO1 SBNO2 SCAF11 SCAF8 SCML4 SECISBP2 SEL1L3 SELENOF SELENOT SELPLG SEMA4D SENP6 SENP7 SEPTIN1 SEPTIN2 SEPTIN6 SEPTIN7 SEPTIN9 SERINC1 SERPINB9 SERTAD2 SESN3 SET SETD2 SETD5 SETX SF1 SF3A1 SF3B1 SF3B3 SFMBT2 SH2B3 SH2D1A SH2D2A SH2D3C SH3BGRL SH3BGRL3 SH3BP1 SH3KBP1 SHFL SHISA5 SIGIRR SIGLEC17P SIK3 SIN3A SIPA1 SIRPG SIT1 SKAP1 SKI SLA SLA2 SLAIN2 SLAMF1 SLAMF6 SLAMF7 SLC16A7 SLC18A2 SLC20A1 SLC26A2 SLC2A1 SLC2A3 SLC2A4RG SLC38A1 SLC4A7 SLC5A3 SLC66A3 SLC7A5P2 SLC7A6 SLF1 SLF2 SLFN11 SLFN5 SLK SMAD7 SMAP2 SMARCA2 SMARCA5 SMARCE1 SMC3 SMC5 SMCHD1 SMG1 SMURF2 SNHG1 SNHG5 SNHG6 SNRK SNRNP200 SNTB2 SNX3 SON SORL1 SOS1 SP110 SP140 SP3 SPATA13 SPCS3 SPEF2 SPEN SPG11 SPN SPOCK2 SPTAN1 SRGAP3 SRGN SRPRA SRSF10 SRSF2 SRSF5 SRSF7 SSB SSBP4 SSH1 SSH2 ST3GAL1 ST3GAL5 ST8SIA4 STAG2 STAT1 STAT3 STAT4 STAT5A STAT5B STIM1 STIM2 STING1 STK10 STK17A STK17B STK24 STK4 STMN3 STN1 STOM STT3B STX16 STYX SUB1 SUN2 SURF4 SUSD3 SUSD6 SUZ12 SYNE1 SYNRG SYTL3 TAB2 TACC1 TAF7 TAGAP TANK TAOK1 TAOK3 TAP1 TAP2 TAPBP TARP TASOR TBC1D1 TBC1D10C TBC1D20 TBC1D2B TBC1D4 TBCB TBCC TBCD TBK1 TBL1XR1 TBRG1 TC2N TCF7 TCP1 TDP2 TERF2IP TESPA1 TGFB1 TGFBR1 TGFBR2 TGFBR3 TGOLN2 THAP12 THEMIS THRAP3 TIAL1 TIGIT TINF2 TLE5 TLK1 TLN1 TMA7 TMC6 TMC8 TMED5 TMEM109 TMEM123 TMEM131L TMEM35B TMEM43 TMEM50A TMF1 TMSB10 TMSB4X TNF TNFAIP3 TNFAIP8 TNFRSF1B TNFRSF25 TNFSF12 TNFSF14 TNK2 TNRC6B TNRC6C TOMM7 TOP2B TOR1A TOR1AIP1 TOX TPM3 TPP1 TPR TPSAB1 TPSB2 TPT1 TRA2B TRAF1 TRAF3IP3 TRAF5 TRAM1 TRANK1 TRAPPC10 TRAPPC8 TRERF1 TRG-AS1 TRIB2 TRIM14 TRIM22 TRIM33 TRIM38 TRIP12 TRMT112 TRPS1 TRPV2 TSC22D3 TSC22D4 TSEN54 TSPAN14 TSPAN32 TSPAN5 TSPYL2 TTC14 TTC39C TTN TUBA1A TUBA4A TUBB TUT4 TWF2 TXNIP TYROBP TYW3 U2SURP UBA2 UBA52 UBASH3A UBASH3B UBC UBE2D2 UBE2D3 UBE2I UBE2L6 UBE3A UBLCP1 UBR1 UBR2 UBR4 UBR5 UBTF UBXN4 UCP2 UGP2 UHMK1 UNC13D URI1 USF2 USP1 USP15 USP20 USP24 USP25 USP34 USP42 USP47 USP9X UTRN VAMP1 VAV1 VAV3 VEZF1 VIM VMA21 VOPP1 VPS11 VPS13B VPS13C VPS26A VSIR VWA5A WAC WAPL WAS WDR1 WDR26 WDR82 WIPF1 WNK1 WWC3 XCL2 XIAP XPO1 XPO4 XPO6 XRCC5 XRCC6 XRN1 XRN2 YBX1 YME1L1 YPEL3 YPEL5 YTHDC1 YTHDC2 YWHAB YWHAQ YWHAZ ZAP70 ZBED5 ZBTB1 ZBTB38 ZBTB4 ZBTB44 ZC3H11A ZC3H6 ZC3HAV1 ZDHHC18 ZEB1 ZEB2 ZFAND5 ZFC3H1 ZFP36 ZFP36L1 ZFP36L2 ZFR ZFYVE28 ZMAT3 ZMYM5 ZNF148 ZNF217 ZNF276 ZNF292 ZNF609 ZNF638 ZNF644 ZNF652 ZNF655 ZNF683 ZNF721 ZNF800 ZNF831 ZNFX1 ZNRF1 ZYX BUSSLINGER_GASTRIC_ISTHMUS_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_GASTRIC_ISTHMUS_CELLS ABCC3 ABLIM1 ACIN1 ACTG1 ACTN4 ACTR2 ADAM15 ADD3 ADH1C AGR2 AGR3 AHNAK AKAP1 AKR1B10 AKR1C3 ALDH2 ALDH3A1 ALDH3A2 ANO1 ANXA10 ANXA2 AP1M2 AP2B1 ARF1 ARF5 ARHGAP21 ARHGDIA ARL6IP1 ARPC1A ARPC2 ASAP2 ASPM ATP1A1 ATP2A3 ATP5IF1 ATP5ME ATP8B1 AUP1 B4GALT1 BACE2 BAZ1A BCAP31 BCAS1 BHLHE40 BLVRB CA2 CALM2 CALM3 CALR CANX CAP1 CAPG CAPN5 CAPN8 CAPNS1 CAPZB CAST CBR1 CCDC25 CCNB1 CCND1 CCT5 CD151 CD63 CDC37 CDC42EP5 CDH1 CDS1 CENPE CENPF CENPV CES2 CFL1 CHCHD2 CKAP4 CKS2 CLDN18 CLIC1 CLMN CLTB CMBL CORO2A COX6B1 COX8A CREB3L1 CRELD2 CRIP1 CSTB CTNNA1 CTSE CTTN CYC1 CYP1B1 CYP2C18 CYP2S1 CYP3A5 CYP4F12 CYP51A1 DBI DDX18 DDX21 DHCR24 DHFR DNAJB11 DNM2 DSP DST DYNLL1 EBP EDEM3 EFHD2 EFNB2 EI24 EIF2S2 EIF3A EIF3J EIF4E2 EIF4G1 EIF5B EIF6 ELF3 ELOVL6 ENO1 ENSA ENSG00000284797 EPCAM EPS8L3 ESRP1 ETFB ETNK1 EZR FABP5 FAM120A FAM177B FASN FBLIM1 FBP1 FCGBP FER1L6 FERMT1 FHL2 FKBP2 FLNB FMN1 FOXA2 FOXQ1 FXYD3 GADD45A GALE GALNT6 GAPDH GARS1 GFUS GIPC1 GKN2 GMDS GNA11 GNB2 GNL3 GOLGA4 GPX2 GSN GSTO1 GSTP1 H2AJ H2AZ1 H4C3 HDGF HDLBP HES1 HMGB1 HMGB2 HMGCS1 HNRNPA2B1 HNRNPAB HNRNPF HNRNPM HPGD HSP90AA1 HSP90AB1 HSP90B1 HSPA5 HSPB1 HSPD1 HSPH1 HYOU1 IBTK ID1 IER3 IL1R2 IL1RN INF2 ITGA6 ITGB1 ITGB4 ITPR3 JPT1 JUP KCNE3 KDELR1 KDELR2 KDELR3 KHSRP KIAA1522 KIF1C KIF5B KLF2 KLF3 KLF4 KLF5 KRT18 KRT19 KRT8 LAD1 LAMA3 LAMB3 LARP1 LARP1B LASP1 LDLR LFNG LGALS3 LGALS4 LIMA1 LINC01133 LLGL2 LMAN2 LMNA LMO4 LMO7 LPCAT4 LRRFIP1 MACROH2A1 MAL2 MANF MAPK3 MARCKS MCU ME1 MESD MGLL MGST2 MGST3 MIA3 MICU1 MIDN MISP MKI67 MLEC MLPH MRPL14 MRPS35 MTDH MUC1 MUCL3 MVD MVP MYDGF MYH14 MYL6 MYO10 MYO1A MYO5C MYOF NANS NCL NCOR1 NDUFS6 NET1 NFE2L2 NFIC NIBAN2 NKX6-2 NMU NOP56 NQO1 NR2F6 NUCKS1 NUSAP1 OSBPL7 P4HB PABPC1 PALLD PAQR8 PDIA4 PDIA6 PDLIM1 PEBP1 PERP PFN1 PHACTR2 PHLDA2 PKP3 PLA2G10 PLEC PLEK2 PLEKHA6 PLLP PLP2 PLXNA2 POMP PPARG PPDPF PPFIBP1 PPIA PPM1G PRC1 PRDX1 PRKCD PRPF38B PSD3 PSMA4 PSMA7 PSMD11 PSMD7 PTBP1 PTGES3 PTMA PTPRF PTTG1 PTTG1IP PYCR1 RAB11FIP1 RAB27B RAB2A RAB3D RAC1 RALBP1 RAN RASEF RASSF6 RBM25 RBM3 RBM47 REG4 REP15 RETSAT RHOA RNU4ATAC RPL35 RPL36AL RPN1 RPN2 RPS24 RPS8 RRBP1 S100A10 S100A11 S100A14 S100A16 S100A6 S100P SCD SDC1 SDC4 SDF2L1 SEC61A1 SEC61G SEC63 SEM1 SEMA3B SERBP1 SERF2 SERPINB1 SERPINB5 SF3B5 SFN SGSM3 SH3RF1 SLC16A1 SLC39A11 SLC44A1 SLC44A2 SLC7A8 SLC9A1 SLK SLTM SMC4 SMIM14 SMPD3 SNRPB SNRPD1 SNRPF SNRPG SPINK1 SPINK5 SPINT2 SPTBN1 SRRM1 SRSF1 SRSF3 STMN1 SULT1C2 SYK SYNGR2 SYTL2 TACC3 TACSTD2 TAGLN2 TALDO1 TCEAL9 TCERG1 TCF7L2 TENT5A TES TESC TFCP2L1 TFF1 TIMP1 TK1 TKT TLCD2 TLN2 TM9SF3 TMED2 TMED9 TMEM54 TMPRSS4 TMSB10 TMSB4X TOP1 TOP2A TPM1 TPM3 TPM4 TPX2 TRIM2 TRNP1 TSPAN1 TSPAN15 TSPAN3 TSPAN8 TSPO TST TTC39A TUBA1B TUBA1C TUBB TUBB4B TXN TXNRD1 U2AF1 UBE2C UGDH USH1C VASP VCP VILL VMP1 VPS35 VSIG1 WASF2 YBX1 YWHAB YWHAH YWHAZ ZBTB7A ZBTB7C BUSSLINGER_GASTRIC_LYZ_POSITIVE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_GASTRIC_LYZ_POSITIVE_CELLS ADH1C ADIRF AGR2 ANKRD22 ANXA5 AQP5 ATP6V1G1 C16orf89 C6orf58 CD24 CD81 CDCA7 CLU CREB3L1 CST3 CXCL17 EEF1A1 EEF1B2 EEF1G EEF2 EGR1 ELAPOR1 ERGIC1 ETV5 FAM3B FMOD FNDC3B FOS FUT9 GLUL GOLM1 GP2 LYZ MMP1 MSMB MUC6 NOP53 NR4A1 PABPC1 PGC PIGR PKDCC PPP1R1B RACK1 REG1A RPL10 RPL10A RPL11 RPL12 RPL13 RPL13AP3 RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL23 RPL23A RPL26 RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL37 RPL37A RPL39 RPL41 RPL5 RPL6 RPL7 RPL7A RPL9 RPLP0 RPS10 RPS12 RPS13 RPS14 RPS15 RPS15A RPS18 RPS2 RPS20 RPS21 RPS23 RPS27 RPS28 RPS3 RPS3A RPS4X RPS5 RPS6 RPS7 RPS8 RPS9 SEZ6L2 SLC12A2 SLPI SOX9 SPDEF TFF2 TM4SF1 TM9SF3 TPT1 ZDHHC9 BUSSLINGER_GASTRIC_MATURE_PIT_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_GASTRIC_MATURE_PIT_CELLS ABCC3 ABCC5 ABHD2 ABLIM1 ACTB ACTN4 AHNAK AKR1B10 AKR1C1 AKR1C2 AKR1C3 ALDH2 ALDH3A1 ALDOC ANG ANXA10 ARHGEF2 ARL14 ARPC1A ARPC2 ATP2A3 BASP1 BCAS1 C15orf48 CA2 CAPN5 CAPN8 CAPN9 CBR1 CCND1 CD151 CD164 CD59 CD63 CEACAM5 CES2 CFL1 CLDN18 CLTB COL17A1 CREB3L1 CRIP1 CSTA CTNNA1 CTNNBL1 CTSE CYP2C18 CYP2S1 CYP3A5 CYSTM1 DDX60 DHRS7 DNM2 DSC2 DSG2 DUOX2 DYNLL1 EEIG1 EFHD2 EFNB2 EHBP1L1 ELF3 EPN1 EPS8L1 EPS8L3 ESRP1 ETNK1 EZR FA2H FAM177B FCGBP FCGRT FHL2 FLNB FOXA2 FOXA3 FOXQ1 FXYD3 GALE GKN1 GKN2 GPX2 GSN GSTP1 H1-0 HACD3 HES1 HIGD1A HPGD HSPB1 IBTK ID1 IFI27 IFI6 IGFBP4 IL1R2 IL1RN ITPR3 JPT1 JUP KCNK1 KLF2 KLF3 KLF4 KRT19 KRT20 KRT8 LAMB3 LGALS3 LGALS4 LGALS9C LINC01133 LINC01559 LMNA LMO7 LRP10 MAL MAL2 MAPK3 MARCKS MGLL MGST3 MIDN MLPH MT1G MT2A MUC1 MUCL3 MX2 MXD1 MYH14 MYL12A MYL12B MYL6 NAPEPLD NEAT1 NET1 NQO1 OAS1 OCLN PAQR8 PCSK7 PGRMC2 PHGR1 PKIB PLA2G10 PLAAT2 PLAC8 PLXNB2 PNPLA2 POLD4 PPIF PRKCD PRR15 PSAPL1 PSCA PTTG1IP RAB27A RAC1 RASEF RBM47 RDH13 REP15 RHOC RIOK3 RIPK4 RNASE1 RNF128 S100A11 S100A14 S100A6 S100P SCNN1A SECTM1 SGSM3 SH3BGRL3 SLC44A2 SLC5A5 SLC7A8 SLC9A1 SLPI SMIM14 SMIM22 SNX9 SOSTDC1 SPATS2L SPINK1 SPINT1 SPINT2 SPIRE2 SPTSSB STK24 SULT1C2 SYNJ2 SYTL2 TACSTD2 TAGLN2 TCEAL9 TCF7L2 TENT5A TESC TFF1 TFF2 TMEM54 TMSB4X TNFRSF21 TPM4 TSKU TSPAN1 TSPAN3 TSPAN8 TST TUBA1C UNC5B UNC5B-AS1 VAMP8 VASP VEGFA VILL VSIG1 VSIG2 YWHAH YWHAZ ZBTB7C BUSSLINGER_GASTRIC_METALLOTHIONEIN_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_GASTRIC_METALLOTHIONEIN_CELLS AADAC ABCC3 ACTB ADH1C ADIPOR2 AGR2 AKR1B10 AKR1C3 ALB ALDH1A1 ALDH3A1 ANXA10 ATP5MJ ATP5PO CA2 CA9 CAPN9 CARNS1 CLDN18 CLIC1 COX4I1 COX5B CSTB CTSD CTSE CYSTM1 ETHE1 FABP5 FXYD3 GALE GRN GSN GSTP1 HNRNPAB HNRNPC HPGD ID1 IFI27 IGFBP2 IQGAP2 KRT19 KRT8 LAD1 LGALS3 LMO4 MAL2 MARCKS METTL7A MGST3 MSMB MT1E MT1G MT1H MT1X MT2A MUC1 NDRG1 NQO1 P4HB PABPC4 PLLP PLXNB2 PPDPF PRDX1 PSCA QSOX1 RAB27B RNASE1 RPL27A RPL28 RPL29 RPL36A RPL8 RPLP0 RPLP2 RPS10 RPS21 RPS28 RPS3 S100P SELENBP1 SH3BGRL2 SLC44A2 SLC9A1 SMIM24 SNHG29 SOSTDC1 SPINK1 STARD10 SULT1C2 TAGLN2 TFF2 TM9SF3 TMEM238L TMPRSS2 TRNP1 TSPAN8 TSPO VSIG1 VSIG2 BUSSLINGER_GASTRIC_NECK_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_GASTRIC_NECK_CELLS A4GNT AQP5 C16orf89 C6orf58 CD24 CLU COL11A2 CREB3L1 CST3 DYNC2H1 EGR1 ERGIC1 ERN2 ETV5 FMOD FUT9 GOLM1 GP2 HDLBP KCNN4 LYZ MMP1 MSMB MUC6 NOP53 NR4A1 PDIA2 PGC PIGR PIK3C2G PPP1R1B RGMB RRBP1 SLC12A2 SLC4A4 TFF2 BUSSLINGER_GASTRIC_OXYNTIC_ENTEROCHROMAFFIN_LIKE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_GASTRIC_OXYNTIC_ENTEROCHROMAFFIN_LIKE_CELLS ABCC8 ACSL1 ALDH1A1 ANK2 APLP1 ARFGEF3 ARRDC4 AZGP1 BEX1 BEX3 C4orf48 CALM1 CAMK2B CAVIN3 CCKBR CDHR3 CGA CHGA CHGB CLPS CMIP CPE CPLX2 DEPP1 DNASE1 DNER DPP6 ECE1 EPCAM ERO1B ERP27 FGF14 FKBP2 GC GCNT2 GFRA3 GPR160 GPX3 HDC HEPACAM2 IFI6 ITGBL1 KCTD12 KIF1A KLK11 LEFTY1 LINC00261 MAOB MS4A8 OR51E1 PAM PAPPA2 PCLO PCSK1 PCSK1N PDZRN3 PROX1 PRSS1 PTF1A PTPRN QDPR RAB3B RBPJL REV3L RIMS2 RUNX1T1 SCG2 SCG3 SCG5 SEC11C SEC62 SERPINA1 SERPINB6 SEZ6L2 SLC18A2 SMOC1 SMOC2 SOX4 SSR4 TEAD1 UCP2 VAMP2 VGF WFDC2 YWHAQ BUSSLINGER_GASTRIC_PARIETAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_GASTRIC_PARIETAL_CELLS ACADM ACADVL ACAT1 AHCYL2 AIFM1 AK3 AKR7A3 AKR7L ALAD ALDH1A1 ALDOB APLP1 AQP4 ARRDC4 ATP1B1 ATP4A ATP4B ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5MC1 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5MJ ATP5MK ATP5PB ATP5PD ATP5PF ATP5PO ATP6V1H AUH BCKDHB BOLA3 C1orf116 CALM1 CBLIF CCKBR CD59 CHCHD10 CHCHD2 CHIA CHP1 CHPT1 CKB CKMT2 CLIC6 CMTM4 CNTD1 COA3 COX17 COX4I1 COX5A COX5B COX6A1 COX6B1 COX6C COX7A2 COX7A2L COX7B COX7C COX8A CPA2 CPEB4 CS CYC1 CYCS CYFIP2 CYSTM1 DBT DCXR DECR1 DHRS7 DLD DNER DRD5 DUSP19 DUSP4 ECHS1 ECI2 EIF5A2 ESRRG ETFRF1 ETNPPL EZR FAM107B FAM162A FGA FGB FGD4 FGG FH FILIP1L FNDC5 FTH1 FTL G0S2 GABARAPL1 GAPDH GBGT1 GHITM GLOD4 GLUL GMPR GOT1 GOT2 GPC3 GPR155 GPRC5C GPT2 GRIA4 GSTA1 GUCA2B HADHB HIGD1A HOPX HPCAL1 HSPA9 IDH2 IGFBP2 IGFBP5 INSIG1 ISCU ITIH5 KCNE2 KCNJ16 KCNQ1 KIAA1191 LDHB LIFR LINC00671 LRIG1 MDH1 MDH2 ME3 MFSD4A MGAT4B MICALL1 MICOS10 MPC1 MPC2 MPP7 MRPL34 MRPL41 MTURN MYO19 NCKAP1 NDUFA1 NDUFA10 NDUFA4 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFB10 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS8 NDUFV1 NDUFV2 NECAB3 NFE2L2 NHERF1 NNT ODAM OXCT1 PAFAH2 PBXIP1 PDGFD PDHA1 PDHB PDHX PHLDA1 PINK1 PKM PLEKHB2 PP7080 PPIF PPP2R3A PPP2R5A PRDM16-DT PRDX2 PRDX3 PRDX5 PRKACB PRKAR1A PSAP PSCA PTGER3 PXMP2 RAB11FIP2 RAB4A RAP1GAP RAP1GAP2 RBPMS2 REXO2 SDHB SDHC SERF2 SGK1 SIGLEC11 SIK2 SLC16A7 SLC25A3 SLC25A4 SLC25A5 SLC2A12 SLC4A2 SMIM11 SOD1 STX12 SUCLG1 SUCLG2 SULT2A1 SYNJ2BP TBCA TCN1 TM7SF2 TMBIM6 TMEM141 TMEM171 TMEM70 TPD52L1 TPM2 TRIM50 TXNDC17 UBL3 UQCR10 UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRQ VDAC1 VDAC2 VEGFB WBP2 WIPF3 YBX1 BUSSLINGER_GASTRIC_PPP1R1B_POSITIVE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_GASTRIC_PPP1R1B_POSITIVE_CELLS ABCC3 ADD3 ADH1C ADIRF ALDH3A1 ATF3 CALM2 CLU CTSE CXCL17 DGKD EEF1A1 EEF1B2 EEF1G EEF2 EGR1 ELF3 EPCAM EPS8L3 FOS FOSB GATM GOLM1 GPX2 GSTP1 HNRNPA1 HSP90AB1 IER3 IMPA2 IMPDH2 JUN KCNE3 LGALS3 LYZ MARCKSL1 MLPH NPM1 PABPC1 PIGR PPIA PPP1R1B PTMA PTPRF RACK1 RPL10A RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL22 RPL23 RPL23A RPL26 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL37 RPL37A RPL39 RPL4 RPL41 RPL5 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP2 RPS10 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS27 RPS27A RPS28 RPS29 RPS3 RPS3A RPS4X RPS5 RPS6 RPS8 RPS9 SAT1 SDC4 SERBP1 SNHG29 SOCS3 SOX9 SPINT2 SULT1C2 TACSTD2 TM9SF3 TMPRSS2 TSPAN8 TUBA1B BUSSLINGER_GASTRIC_PREZYMOGENIC_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_GASTRIC_PREZYMOGENIC_CELLS ADAM28 AKAP9 ANKRD50 APP ARHGAP18 ARSD ASPH ATF4 CA9 CDKN1C CXADR EGR1 ENAH EPHB3 ERN2 FAM3D FMOD FOS FOSB FOXP1 FUT9 GADD45B GOLGB1 HDLBP HMGCS2 IER2 IL33 JUN LINC00261 LIPF LTF MAGI1 MECOM METTL7A MUC6 NBEAL1 NFIB NFKBIZ NR2F2 PABPC4 PALM3 PDIA2 PGC PIGR PIK3C2G PLCB4 PTPRZ1 RGMB RHOBTB1 SEC62 SLC12A2 SLC4A4 SOX4 SPDEF SRRM2 TCEA3 THSD4 TTC3 XYLT2 ZNF395 BUSSLINGER_GASTRIC_REG3A_POSITIVE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_GASTRIC_REG3A_POSITIVE_CELLS ALDH2 ANXA10 B2M BIRC3 CD24 CD74 CXCL10 CXCL11 CXCL2 CXCL3 CXCL9 DUOX2 FAM3D HLA-A HLA-B HLA-DMA HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB1 HSPA8 ID1 IFI27 IFI30 IFITM3 KCNE3 LCN2 LTF PIGR PSME2 REG1A REG3A RGS5 SAT1 SOD2 STAT1 SULT1C2 TMSB10 TYROBP UBD VNN2 WARS1 BUSSLINGER_GASTRIC_TUFT_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_GASTRIC_TUFT_CELLS AOC1 ATP2A3 AVIL AZGP1 DDAH2 IRAG2 PTPN18 RASSF6 SH2D6 SOX4 SPINK5 TRPM5 BUSSLINGER_GASTRIC_X_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_GASTRIC_X_CELLS A1CF ABCC8 ACSL1 ADARB1 AKAP9 ALDH1A1 ANXA7 AP1AR APBB1 APOA1 APPL2 ARFGAP3 ARFGEF3 ARRDC4 ARX ASAH1 ASS1 ATF3 ATN1 BACE1 BAIAP3 BAZ2B BEX1 BEX3 BHMT BTG2 C12orf75 CACNA1A CALD1 CALM1 CALY CAMK2B CBX6 CCNI CEP126 CFC1 CHD7 CHGB CIRBP CITED4 CLU CMTM8 CNGA3 CPE CPLX2 CRY2 CXXC4 DDX24 DDX5 DEPP1 DSP DST DUSP1 EGR1 EIF4G2 ENPP1 FAM210B FAR2P1 FAR2P2 FBXL16 FGF14 FLNB FOS GC GCC2 GHRL GK5 GNAI2 GNAO1 GPR160 GPX3 GRIA2 GUSBP14 H3-3B HEPACAM2 HLA-C HOOK3 HPN IDS IER2 IGDCC3 IGFBP5 IL20RA INA IRF2BP2 IRX2 ISYNA1 JUN JUNB JUND KAT6B KCNH2 KCNJ3 KCNMA1 KCTD12 KIF13B KIF1A KIF5C LINC00261 LPP LRATD1 LRRFIP1 LY6H MAFB MAOB MAP1B MAP2 MDK MLXIPL MMRN1 MS4A8 MSLN MT1F NAV1 NEURL1 NEUROD1 NIPSNAP1 NISCH NKX2-2 NNMT NR2F2 NSG2 OLFML3 PAPSS2 PBX1 PBX3 PBXIP1 PCBP4 PCLO PCSK1 PCSK1N PDE2A PDE8B PFN2 PHIP PKM PNRC1 PPP1R1A PRKAR1A PROX1 PSAP PTOV1 PTPRN QDPR RAB26 RAPGEF4 RASA4 RBP1 REV3L RFX6 RHOBTB3 RIMBP2 RIMS2 RTN4 S100A1 SCG3 SCGN SERPINA1 SERPINB6 SEZ6L2 SLC22A17 SMARCA2 SNAP25 SORBS2 SOX6 SPATS2L SPRN SRRM4 SSR4 ST18 STMN2 SYT4 SYT7 TEAD1 TM4SF4 TMEM176A TMEM176B TNRC6A TP53I13 TTR TUBA1A UCP2 USH1C VAMP2 VPS13C VSTM2L VTN VWA5B2 WNK3 WSB1 ZKSCAN1 CUI_DEVELOPING_HEART_5TH_WEEK_ATRIAL_CARDIOMYOCYTE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CUI_DEVELOPING_HEART_5TH_WEEK_ATRIAL_CARDIOMYOCYTE ATP1A3 C7 CD24 CDIN1 CMTM7 COL3A1 COX7A1 CRNDE CXCL12 CYB5A DBI DGCR6 EIF2S3 EMCN ESAM FABP5 FRMD3 GJA1 H4C3 HAND1 HAPLN1 HEY2 HIGD1A HNRNPL IRX3 ISOC1 LAMA4 LBH LGALS1 MASP1 MYH7 MYL2 NFIA OLFML3 PDGFD RAMP2 RGS3 S100A4 SCUBE3 SLIT2 TM4SF1 TMSB4X TRDN-AS1 VCAN CUI_DEVELOPING_HEART_5TH_WEEK_VENTRICULAR_CARDIOMYOCYTE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CUI_DEVELOPING_HEART_5TH_WEEK_VENTRICULAR_CARDIOMYOCYTE ABRA ACTA1 ADM AIF1L ATP2A2 B3GNT2 BAIAP2L1 BVES CALB2 CLIC5 CNN1 COL2A1 CPE CPNE5 CREB3L2 DES DESI1 DKK3 DUSP14 DUSP2 DUSP5 EGR2 EHD4 ELAPOR2 EPM2AIP1 FAM78A FEZ1 FOS GATM GJA5 GPX3 H2BC21 HAND2 HEY1 HSDL1 IGFBPL1 INTS6L ITM2A KLK6 LINC00842 LINC00938 LINC01844 MARCHF3 MCEMP1 MYBPHL MYH6 NPPB NR2F1 NR2F1-AS1 NR2F2-AS1 NTF4 PAM PDE8B PDLIM3 PDLIM4 PGAM2 PIFO PJA1 PPP2R2B PREP RAB9B RABGAP1L RELN RHOD SH3KBP1 SHISA5 SLC30A3 SMCO4 SORD STAR SVIP SYNPO2L TECRL TESC TMEM185A TUBB6 ULK4 VSNL1 VWDE WNK1 ZFP36 ZNF385B CUI_DEVELOPING_HEART_C1_5TH_WEEK_CARDIAC_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CUI_DEVELOPING_HEART_C1_5TH_WEEK_CARDIAC_CELLS ABRA AMHR2 ANXA3 ASB2 BEX2 BZW2 CALB2 CDH3 CES1 CKB CLDN6 CNN1 COA1 CRABP2 CSRP1 CSRP2 CTSV CXADR CXCL14 DDIT3 DMKN EIF3M EMP2 EZR FDFT1 FDPS FXYD7 GMNN H2BC21 HACD1 HEY1 HSPA5 IDH2 IGFBPL1 ISYNA1 ITGB1BP2 KLK5 KLK6 KPNA2 KRT18 KRT19 KRT8 LIX1 LRRC49 MACROH2A2 MAP1LC3A MDH1 MGARP MGST1 MLLT11 MSMO1 MYRF NAXE NCCRP1 NEURL2 NHERF1 NME4 NPPB PARD6B PDHA1 PDPN PGAM4 PRDX2 RASD1 RCAN1 REC8 RHPN2 RSRP1 SCG5 SLC2A1 SNHG17 SPINT2 SQLE TM7SF2 TMEM141 TMEM98 TNFRSF12A TNNT1 TPM2 TRH TXNDC17 UCHL1 VSNL1 CUI_DEVELOPING_HEART_C2_CARDIOMYOCYTE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CUI_DEVELOPING_HEART_C2_CARDIOMYOCYTE ACTC1 ACTN2 ADPRHL1 ALDOC ANKRD1 APOBEC2 ATP5MC1 BANCR BNIP3 CFL2 CHCHD10 CISD1 CKM CKMT2 COX5A COX6A2 COX7A1 CRIP2 CRYAB CSRP3 DES EIF1B ENO3 FABP3 FGF12 FHL2 FITM1 GOT1 HACD1 HSPB2 HSPB3 HSPB7 IDH2 LDB3 LINC00881 LRRC10 MAP3K20 MB MDH1 MLF1 MTUS2 MYBPC3 MYH6 MYH7 MYL3 MYL4 MYL7 MYL9 MYLK3 MYOM1 MYOZ2 MYZAP NDUFS6 NEBL NEXN NKX2-5 NMRK2 NPPA PDE4DIP PDLIM5 PFKP PGAM2 PLN POPDC2 POPDC3 PPP1R12B PPP1R14C PPP1R1A PPP1R3C PTP4A3 RBM24 RRAD SH3BGR SH3RF2 SLC25A4 SLC8A1 SMPX SMYD1 SNTA1 SORBS2 SYNPO2L TCAP TECRL TNNC1 TNNI1 TNNI3 TNNT2 TRDN TRIM55 TTN UNC45B CUI_DEVELOPING_HEART_C3_FIBROBLAST_LIKE_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CUI_DEVELOPING_HEART_C3_FIBROBLAST_LIKE_CELL ABCA8 ADAMTS2 ADAMTSL3 AKAP12 ANGPTL2 ASPN BICC1 C1QTNF2 C1R C7 CCDC102B CCN2 COL12A1 COL14A1 COL15A1 COL16A1 COL1A1 COL1A2 COL21A1 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 COL6A6 CPQ CXCL12 CYBRD1 DCN DLK1 DPT EBF2 EFEMP2 ELN EPB41L2 FBLN1 FBLN2 FBLN5 FBN1 FILIP1L FKBP7 FLRT2 FNDC1 FRZB FSTL1 GLT8D2 GPC3 GPC6 HTRA3 IGFBP7 IL32 ISLR ITM2A KCTD12 LAMA4 LAMB1 LAMC1 LGALS1 LOX LRP1 LRRC17 LSP1P4 LSP1P5 LTBP4 LUM MATN2 MEG3 MEST MFAP2 MFAP4 MGP MMP2 MOXD1 MRC2 MXRA8 NFIA NID1 NRK NUPR1 OGN OLFML1 OLFML3 P3H1 PCDH18 PCOLCE PDGFRA PEG3 PLAC9 PLAGL1 PRDX4 PTN RCN1 RCN3 RRBP1 S1PR2 SCN7A SDC2 SELENOM SEPTIN11 SERPINE2 SERPINF1 SERPING1 SERPINH1 SGCE SMOC2 SNAI2 SPARC SPON1 SPON2 SPRY1 SRPX TCF21 TGFBI THBS2 THY1 TIMP1 TIMP2 CUI_DEVELOPING_HEART_C4_ENDOTHELIAL_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CUI_DEVELOPING_HEART_C4_ENDOTHELIAL_CELL ACKR3 ADAMTS9 ADGRF5 ADGRG6 AFAP1L1 ALDH2 ANGPTL4 ARHGAP29 BMPER BMX C1orf54 C4orf48 CALCRL CAV2 CAVIN2 CD34 CD9 CD93 CDH11 CDH5 CGNL1 CHSY1 CLEC14A CLEC3B CLIC1 COL18A1 COLEC11 CTHRC1 CYYR1 DUSP6 EBF1 ECE1 ECSCR EDNRB EFNA1 EFNB2 EGFL7 EHD2 ELK3 EMCN ENG ENTPD1 EPHB4 ESAM ETS1 F11R F2R F8 FCGRT FKBP1A FLT1 FOXC1 FXYD5 FXYD6 FZD6 GJA4 GMDS GNG11 HES1 HLA-E HMCN1 HYAL2 ID1 IFITM2 IGFBP4 IL33 INPP1 ITGA5 ITGA8 ITPR1 KDR KLHL4 LDB2 LEPR LEPROT LRIG3 LY6E MCAM MGST2 MMRN1 MMRN2 MSN MYCT1 NECTIN2 NOS3 NOSTRIN NOTCH1 NPDC1 NPR1 NPR3 NRP1 NRP2 NT5E PALMD PCAT19 PCDH7 PECAM1 PLK2 PLPP3 PLTP PLVAP PLXND1 PODXL PON2 POSTN PPP1R14A PRCP PROCR PTPRB QSOX1 RALB RAMP2 RAPGEF5 RASIP1 RDX RHOC ROBO4 S100A16 SCARB2 SCARF1 SLC27A3 SLCO2A1 SMAGP SNCG SNRK SOX7 SPINT2 ST6GAL1 ST6GALNAC3 STOM TEK TFPI TGM2 THSD7A TIE1 TM4SF1 TMEM100 TMEM204 TMEM88 TNFRSF1A TSPAN14 TSPAN18 TSPAN7 VAMP5 VWF WWTR1 CUI_DEVELOPING_HEART_C5_VALVAR_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CUI_DEVELOPING_HEART_C5_VALVAR_CELL ACTN1 ADAMTS1 ADAMTS19 ADIRF AEBP1 AHR APCDD1 APOE ARF4 ARID5A ARL6IP1 ASPN ATF3 B4GALT1 BAG3 BEX1 BGN BTG2 C11orf96 C1QTNF1 CADPS CCDC80 CCNL1 CD200 CD55 CD9 CDKN1A CDO1 CHMP1B CHPF CLDN11 CLIC3 CLU CMTM6 CRYM CSRNP1 CTNNAL1 CTSK CXCL1 CXCL2 CYP1B1 DKK2 DNAJA1 DNAJB1 DNAJB4 DPYSL3 DSEL DYNLT3 ECRG4 EDIL3 EGR1 EGR2 EGR3 EIF4A3 EIF5 ELN ENAH ENSG00000286190 ERBB3 ERRFI1 FAM114A1 FAT4 FHL1 FIBIN FILIP1L FMOD FOS GADD45B GEM GLT8D2 GNG2 GOLIM4 GOLM1 HAPLN1 HES1 HEY2 HS3ST1 HSPA1A HSPA1B HSPA2 HSPA6 HSPA7 HSPH1 ID1 ID2 ID3 ID4 IER2 IER3 IFI27 IFI6 IFRD1 IGF1 IGFBP5 IL33 IRF1 ITM2A JUNB KLHL15 LGALS1 LIMA1 LIMCH1 LMCD1 LMNA LSAMP LTBP2 LTBP3 LTBP4 LTC4S MAFF MATN2 MFAP4 MGP MMP19 MT2A MXRA5 MYH10 NEDD9 NFATC1 NFE2L2 NFIX NR4A1 NR4A2 NRCAM NSG1 NTRK2 NXF1 OAT PAMR1 PAPSS1 PDLIM3 PENK PLPP3 PLXDC1 PPP1R10 PPP1R15A PRELP PRRX1 PTGS2 PTHLH PTPRZ1 PXDN RARG RASL11B RGS3 RGS4 RGS5 RHOU RNASE4 RNU6-2 ROBO1 S100A10 S100A6 S100B SALL3 SCRG1 SELENOM SERPINB1 SERPINF1 SERPINI1 SERTAD1 SFRP4 SLC22A3 SLFN11 SLN SNAI1 SNHG12 SNHG5 SOCS3 SOX4 SOX9 SPOCK3 SRPX SRSF7 SYNPO2 TAGLN TCEAL7 TCF12 TGFB3 THBS1 TIMP3 TMEM132C TNFAIP6 TNFRSF19 TOB1 TPBG TRPS1 TSC22D1 TSPYL2 TUBA1A TUBB2A TUBB2B TUBB3 TWIST1 UAP1 UCHL1 UGDH VCAN VTRNA2-1 XBP1 ZBTB20 ZC3H12A ZC3HAV1 ZFAND2A ZFAS1 CUI_DEVELOPING_HEART_C6_EPICARDIAL_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CUI_DEVELOPING_HEART_C6_EPICARDIAL_CELL ADGRD1 ADIRF ALDH1A2 ALOX15 ANXA3 ANXA4 ANXA8L1 AOX1 AQP1 ARID5B ASS1 BCHE BCO2 BICC1 BICDL1 BNC1 C1R C1S C3 CA9 CALB2 CARD16 CARHSP1 CARNS1 CCDC80 CD200 CDH3 CDON CFB CFH CFI CGN CHAC1 CLDN1 CLDN15 CLIC3 CLIP4 COBLL1 COLEC12 CPA4 CPE CRIM1 CRIP1 CRLS1 CXADR CYBRD1 CYSTM1 DAPK1 DDR1 ECRG4 EFEMP1 EPHB6 EZR FKBP11 FKBP2 FLRT2 FLRT3 GFPT2 GJA1 GPM6A GSTM3 HAS1 HCFC1R1 HLA-C HP HSBP1L1 HSD17B6 HTRA1 ID4 IL18 IL1R1 IL6ST INMT IQCA1 ITGA3 ITGB8 ITLN1 KDR KLF6 KLK11 KLK5 KRT18 KRT19 KRT7 KRT8 LGALS2 LGALS3BP LINC00842 LINC01133 LRP2 LRRN4 LY6E MAL2 MEDAG MEST MGST1 MSLN MST1 MT1E MUC16 MYRF NFKBIZ NHERF1 NMU NNMT NPNT NSG1 NUPR1 OAT PAPSS2 PCLO PCOLCE2 PDGFC PDGFRL PDIA2 PDPN PDZK1IP1 PHGDH PHYHIP PKHD1L1 PLA2G2A PLAAT3 PLAAT4 PLEKHA4 PLEKHH2 PLLP PLOD2 PPL PRG4 PRKCI PROCR PROS1 PRR15 PRR15L PRSS23 PTGIS PTGS1 PTK2B PTPRF PTPRQ RARRES1 RARRES2 RASSF7 REC8 REEP1 RERG RNASE4 RSRP1 S100A10 S100A6 SAT1 SBSPON SCG5 SELENBP1 SEMA3B SEMA3C SERPING1 SEZ6L2 SGK1 SILC1 SLC16A1 SLC39A8 SLC4A4 SLIT3 SLPI SMOC2 SMPD3 SMTNL2 SPOCK2 ST3GAL5 STEAP1 SULF1 SULF2 SYT4 TCEAL2 TGM1 TIMP1 TM4SF1 TMEM176A TMEM176B TMEM37 TMEM98 TNFRSF1A TNNT1 TOGARAM2 TOR1AIP2 TSPAN3 UPK1B UPK3B VGLL3 VSIR VTN WT1 WWC1 ZFP36L1 CUI_DEVELOPING_HEART_C7_MAST_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CUI_DEVELOPING_HEART_C7_MAST_CELL ABRACL ACSL4 ADAM8 ADRB2 ALDH1A1 ALOX5 ALOX5AP ANXA1 ARHGAP15 ARHGAP18 ARHGDIB ARHGEF6 ATP2A3 ATP6V0A2 BACE2 BATF BIN2 BRD2 BST2 BTG2 BTK C1orf162 CALB2 CAP1 CAPG CAVIN2 CCNL1 CD37 CD44 CD53 CD69 CD83 CD84 CKS2 CLEC4OP CLIC1 CNRIP1 CPA3 CREM CSF2RB CTNNBL1 CTSD CTSG DNAJA1 DNAJB1 DNAJB9 DOCK10 DUSP10 EIF5 ELF1 ELOVL5 EMP3 ENPP3 ENSG00000233968 FCER1G FOSB FXYD5 GAPT GATA2 GLUL GMFG GNA13 GPR65 GRAP2 HCLS1 HDC HK2 HPGD HPGDS HS3ST1 HSPA1A HSPH1 IDI1 IDS IER2 IFITM2 IL1RL1 ITGAM KIT LAIR1 LAPTM5 LAT LAT2 LCP1 LIF LINC01140 LPCAT2 LPXN LTC4S LYST MBOAT7 MIR23AHG MLPH MPP1 MS4A2 NABP1 NCF4 NDST2 NFKBIA NFKBIZ P2RX1 PAG1 PEPD PIK3R6 PLEK PLIN2 PNP PPP1R15A PRG2 PRR13 PTGS1 PTPN7 RAC2 RGS1 RGS13 RGS2 RHEX RHOG RHOH RNF130 S100A4 S100A6 SAMSN1 SDCBP SERP1 SERTAD1 SH3BGRL3 SIGLEC17P SLC18A2 SLC2A3 SLC45A3 SNX5 SQSTM1 SRGN STING1 STX3 STXBP2 STXBP5 SYAP1 TENT5A TESPA1 TMEM176B TNFAIP3 TNFSF10 TPSAB1 TPSB2 TPST2 TSC22D3 TSPYL2 TYROBP UNC13D VAMP8 VMP1 VWA5A XBP1 ZFP36 CUI_DEVELOPING_HEART_C8_MACROPHAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CUI_DEVELOPING_HEART_C8_MACROPHAGE A2M ACTR2 ADA2 ADAP2 ADCY7 AIF1 ALOX5 ALOX5AP AOAH APBB1IP ARHGAP18 ARHGAP30 ARHGAP4 ARHGDIB ARPC1B ARPC3 ARPC4 ARRB2 ATP6V0B ATP6V1B2 B3GNT5 BASP1 BAZ1A BST2 BTG2 C1QA C1QB C1QC C1orf162 C3AR1 C5AR1 CALHM6 CAP1 CARD16 CASP1 CCL3 CD14 CD163 CD300A CD36 CD37 CD4 CD53 CD68 CD74 CD83 CD86 CDKN1A CEBPB CEBPD CLEC7A CNPY3 CORO1A COTL1 CPVL CREG1 CSF1R CSF3R CST3 CSTA CTSB CTSC CTSD CTSS CX3CR1 CXCL16 CXCL8 CXCR4 CYBA CYBB CYRIB CYTH4 DAZAP2 DOCK2 DOCK8 DOK2 DUSP1 DUSP2 EFHD2 ELF1 EVI2A EVI2B F13A1 FCER1G FCGR1A FCGR2A FCGR3A FCGRT FES FGL2 FMNL1 FOLR2 FOSB FPR1 FYB1 GADD45B GLIPR1 GLRX GLUL GMFG GNA13 GNAI2 GPR183 GPR34 GPSM3 GPX1 GRB2 GRK2 GRN HBEGF HCK HCLS1 HCST HERPUD1 HLA-A HLA-B HLA-C HLA-DMA HLA-DMB HLA-DPA1 HLA-DPB1 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-E HLA-H HPGDS HSPA1A IER3 IER5 IFI30 IGSF6 IKZF1 IL10RA IL13RA1 IL16 IL6R INPP5D IQGAP1 IQGAP2 IRF8 ITGAM ITGAX ITGB2 JAML JUNB JUND KLF6 LAIR1 LAPTM5 LAT2 LCP1 LCP2 LGMN LILRB2 LITAF LPAR6 LSP1 LST1 LY86 LY96 LYN LYZ MAF MAFB MAN2B1 MAP3K8 MARCHF1 MCL1 MEF2C METRNL MFSD1 MGAT1 MKNK2 MNDA MPEG1 MRC1 MS4A4A MS4A6A MS4A7 MSR1 MYO1F NAIP NAMPT NCF2 NCF4 NEAT1 NFKBIA NINJ1 NLRP3 NPC2 NR4A2 OSTF1 OTUD1 PABPC1 PARVG PIK3AP1 PILRA PLAC8 PLAUR PLCB2 PLD4 PLEK PMAIP1 PNRC1 POU2F2 PPP1R18 PRAM1 PREX1 PRKCD PRR13 PSAP PTAFR PTGER4 PTPN6 PTPRC PTPRE PYCARD RAB31 RAC2 RB1 RBM47 REL RETN RGS1 RGS10 RGS2 RHOB RHOG RILPL2 RIN3 RNASE6 RNASET2 RNF130 RUNX1 S100A4 S100A8 S100A9 SAMSN1 SERPINB1 SGK1 SH2B3 SH3BGRL3 SH3KBP1 SIRPA SKAP2 SLA SLC2A3 SLCO2B1 SMAP2 SOD2 SPI1 SRGN STAB1 STK17B STXBP2 SYK TBXAS1 TCIRG1 THEMIS2 TKT TLR2 TNFRSF1B TPM3 TPP1 TYROBP UCP2 VAMP8 VSIG4 VSIR WAS WIPF1 ZFP36 ZFP36L1 ZFP36L2 CUI_DEVELOPING_HEART_C9_B_T_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CUI_DEVELOPING_HEART_C9_B_T_CELL ACAP1 ADGRE5 ARHGAP15 ARHGAP45 ARHGAP9 ARHGDIB ARHGEF1 ARL4C ARPC1B BIN2 BTG1 CCL5 CCND3 CD247 CD37 CD3D CD3E CD3G CD44 CD48 CD52 CD53 CD69 CD7 CD96 CDC42SE2 CLEC2B CLEC2D CLK1 CNOT6L CORO1A COTL1 CST7 CTSW CXCR4 CYRIB CYTIP DEDD2 DENND2D DNAJB1 DUSP2 ELF1 ETS1 EVL FAM107B FCER1G FCMR FXYD5 FYB1 GIMAP4 GIMAP7 GMFG GNG2 GPR183 GPR65 GPSM3 GZMA HCLS1 HCST HLA-A HLA-B HLA-C HLA-E HLA-F HLA-H IFITM1 IFITM2 IL16 IL2RB IL2RG IL32 IL7R IRF1 ISG15 ISG20 ITGAL ITGB2 ITK JAK1 JUNB KLRB1 KLRD1 LAPTM5 LAT LCK LCP1 LEF1 LEPROTL1 LIMD2 LINC00861 LITAF LPXN LSP1 LTB NFKBIA NHERF1 NKG7 OSTF1 PABPC1 PDCD4 PIK3IP1 PIM2 PIP4K2A PLAAT4 PLAC8 PRF1 PRKCH PSMB9 PTGER4 PTPN22 PTPRC PTPRCAP PVRIG RAC2 RGCC RGS1 RHOH RIPOR2 RNF166 RNF213 RUNX3 SAMD3 SAMSN1 SARAF SASH3 SATB1 SELL SEPTIN1 SEPTIN6 SH2D1A SH3KBP1 SKAP1 SLC2A3 SPOCK2 SRGN STK17B STK4 TAGAP TAPBP TBC1D10C TCF7 TMC8 TMIGD2 TNFAIP3 TSC22D3 TUBA4A TXK TXNIP UCP2 WIPF1 YPEL5 ZAP70 ZFP36 ZFP36L2 ZNF331 CUI_DEVELOPING_HEART_CARDIAC_FIBROBLASTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CUI_DEVELOPING_HEART_CARDIAC_FIBROBLASTS ACTC1 ACTN2 AKR1B1 ALDH1A2 ALDOA ALDOC ANKRD1 ATP2A2 ATP5MC2 BANCR BNIP3 C7 CASQ2 CCDC102B CCND1 CKM CKMT2 COL15A1 COL6A3 COL9A1 COLEC11 COX5A COX6A2 COX7B CRIP2 CRYAB CSRP1 CSRP3 DES ENG ENO3 FABP3 FGF12 FHL2 FITM1 FREM1 FRZB GAPDH GASK1B GOT1 HACD1 HSPB1 HSPB3 HSPB7 IGFBP2 IL32 LAMB1 LAMC1 LDB3 LIMCH1 LOXL2 LRRC10 MB MDH1 MOXD1 MYBPC3 MYH6 MYH7 MYL2 MYL3 MYL4 MYL7 MYL9 MYOM1 MYOZ2 NEBL NEGR1 NKX2-5 NMRK2 NPPA NPPB PDLIM5 PEG3 PGAM2 PKIG PKM PLN PPP1R3C PTN RAMP1 RBM24 RBPMS2 RRAD RYR2 S100A8 SCN7A SH3BGR SH3RF2 SLC25A4 SMPX SMYD1 SORBS2 SOX9 SYNPO2L TCAP TCF21 TFPI TM4SF1 TNNC1 TNNI1 TNNI3 TNNT2 TPM1 TRDN TRIL TTN CUI_DEVELOPING_HEART_COMPACT_ATRIAL_CARDIOMYOCYTE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CUI_DEVELOPING_HEART_COMPACT_ATRIAL_CARDIOMYOCYTE COX7A1 CRYAB FTH1 FTL GAPDH MB PLN RPL13 RPL18A RPL27A RPL31 RPL7 RPS27 RPS3A YBX1 CUI_DEVELOPING_HEART_COMPACT_VENTRICULAR_CARDIOMYOCYTE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CUI_DEVELOPING_HEART_COMPACT_VENTRICULAR_CARDIOMYOCYTE AHSP ALDOC ASPN BANCR C7 CASQ2 CD34 CNOT11 COL12A1 COL15A1 COL1A1 COL1A2 COL3A1 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 COL6A6 CRYAB CXCL14 CXCL8 DCN DES DLK1 DPT ELN FBN1 FHL1 FN1 GSTT1 HAPLN1 HLA-B HSPB1 IL32 ITM2A KLF4 LGALS1 LGALS3 LPP LUM MAB21L3 MGP MMP2 MYL2 NEFL NIBAN1 OGN PDK4 PGAM2 PLAC9 POSTN RBP7 RNASE1 RPS4Y1 SHISA9 SPARC SPARCL1 SRGN TCF21 TIMP2 TNNI3 TSPO UGDH-AS1 VIM CUI_DEVELOPING_HEART_CORONARY_VASCULAR_ENDOTHELIAL_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CUI_DEVELOPING_HEART_CORONARY_VASCULAR_ENDOTHELIAL_CELL A2M ADGRL4 APLNR APOD ARHGAP18 C1QTNF9 CA4 CAV1 CAVIN2 CD36 CD74 CLDN5 COL15A1 COL4A1 COL4A2 DIPK2B DST FABP4 FABP5 FLT4 GIMAP4 GIMAP7 GMFG HLA-B IGFBP7 ITGA6 JAM2 MEF2C MEOX1 MTSS1 PDGFB RBP7 RGCC ROBO4 TCF4 TCIM TM4SF18 TNNT3 UACA UTRN VWF CUI_DEVELOPING_HEART_ENDOCARDIAL_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CUI_DEVELOPING_HEART_ENDOCARDIAL_CELL ADGRG6 ANGPTL4 ATP1B1 BMPER C4orf48 CDH11 CGNL1 CLEC11A COL18A1 COLEC11 CTHRC1 DSG2 EMILIN1 ENG ENPP1 EPHA4 EPS8 F2RL2 FOXC1 FXYD6 IL33 IRX3 ISYNA1 ITGA8 ITM2C KLHL4 KRT18 LEPR LRIG3 MASP1 MEST MYH6 MYL7 NPPA NPR3 NT5E OLFML3 OST4 PCDH7 PGAM2 PLA2G5 PLAC9 PLVAP POSTN QSOX1 SCARA3 SMOC1 SRPX ST6GAL1 ST6GALNAC3 TFPI TMEM100 TMEM141 CUI_DEVELOPING_HEART_LEFT_ATRIAL_CARDIOMYOCYTE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CUI_DEVELOPING_HEART_LEFT_ATRIAL_CARDIOMYOCYTE BCO2 CALB2 CLIC5 COL2A1 FHL1 GJA5 GPX3 LINC01844 MYH6 NR2F1 NR2F1-AS1 PAM PIFO PIM1 PITX2 RABGAP1L RELN SFRP1 TESC VSNL1 CUI_DEVELOPING_HEART_LEFT_VENTRICULAR_CARDIOMYOCYTE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CUI_DEVELOPING_HEART_LEFT_VENTRICULAR_CARDIOMYOCYTE ANXA1 BRIP1 CCL2 CMC1 COL3A1 COLEC11 CRNDE CTHRC1 CXCL14 ECSCR EMCN ENG ESAM GJA1 HAND1 HAPLN1 HES1 IRX3 ISOC1 KCNJ2 LGALS1 MYH7 NPPC PHLDA1 PLK2 PLVAP PLXND1 POSTN RAMP2 S100A11 SCUBE3 SLIT2 SOX11 SOX4 TFPI THY1 TM4SF1 TMEM88 TRAIP TRDN-AS1 CUI_DEVELOPING_HEART_RIGHT_ATRIAL_CARDIOMYOCYTE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CUI_DEVELOPING_HEART_RIGHT_ATRIAL_CARDIOMYOCYTE ABRA ACTA1 BMAL2 CALB2 CAV1 CDKN1A CITED4 COL9A1 DAGLB DES DPP9 DUSP2 EFNB1 GHRH GNAL HAMP HCN4 HHIP-AS1 INPP1 KLK6 LINC01170 LRAT MTMR9 MYLK3 MYPN NES NMRK2 NR4A1 NR4A2 PAM PEDS1 PNP POFUT2 RASSF8 RNF187 RTN4R SLC30A3 SPRYD3 TAF10 UCP2 ULK4 CUI_DEVELOPING_HEART_RIGHT_VENTRICULAR_CARDIOMYOCYTE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CUI_DEVELOPING_HEART_RIGHT_VENTRICULAR_CARDIOMYOCYTE ATP1A3 BEX1 BIN1 C7 CAVIN4 CCDC34 CD24 CMTM7 DGCR6 ECI1 GPR22 GPRIN3 HEY2 IGFBP7 ISYNA1 KIFAP3 KLHDC8B LBH LINC01405 MASP1 PYGL PYGM RXRG S100A4 TXNIP VCAN CUI_DEVELOPING_HEART_SMOOTH_MUSCLE_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CUI_DEVELOPING_HEART_SMOOTH_MUSCLE_CELL ACVR2A ANGPTL1 BGN C1QTNF3 C1R C1S CCDC80 CFH COL14A1 COL1A1 COL1A2 COL3A1 COLEC12 CPE CPZ CRABP2 CTSK DUSP1 EGFL6 ELN F10 FBLN1 HEXIM1 ID2 IGFBP4 ITM2A LOX MFAP5 NPDC1 NTRK2 NUCB2 OLFML2B OSR1 OSR2 PCOLCE PDGFRL PI15 PI16 PPIC RARRES2 RCN3 RNU6-2 S100A4 S100A6 SERPINF1 SFRP2 SPARC TSHZ2 CUI_DEVELOPING_HEART_TRABECULAR_ATRIAL_CARDIOMYOCYTE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CUI_DEVELOPING_HEART_TRABECULAR_ATRIAL_CARDIOMYOCYTE ABCC5 ADGRL2 AGL AIFM1 AKAP1 AKAP9 ANGPT1 ANKRD26 APLP2 ARL6IP5 ASAH1 ASPH ATP11A ATP13A3 ATP1A1 ATP1B1 ATP2A2 ATP6AP2 B2M B3GNT2 BCAP29 BLTP1 BMPR2 BSG BVES C5orf15 CACNA1C CALU CANX CCNL1 CD164 CD63 CDH2 COL18A1 COL2A1 COL4A2 COL4A6 COL9A1 COX6A1 CPE CPVL CTSL CTSV CXADR CYP2J2 CYP51A1 DAG1 DCBLD2 DDX17 DKK3 DMD DNAJB9 DPY19L2 DSP DST EDNRA EMP2 ENTREP1 EPRS1 ERBB2 ETNK1 FAT1 FBN2 FLNC FRAS1 FREM2 GJA5 GOLGA8A GOLIM4 GPAA1 GPC1 GRN HEG1 HEPH HERC2P2 HRC HSP90B1 HSPA5 IGF2BP2 INSR ITGA6 ITGB1 JAG1 KCNH7 KIDINS220 KTN1 LAMB2 LAMP2 LAPTM4B LEPROT LGALS3BP LMAN1 LMO7 LNPK LTBP1 LUC7L3 MACF1 MALAT1 MARCHF6 MARS1 MDK MEIS1 MESD MFSD11 MMP15 MSMO1 MTDH MYSM1 NCAM1 NDUFB9 NES NEU1 NFE2L1 NID2 NNT NOMO1 NPTN OS9 P4HA1 PAM PARM1 PCMT1 PDIA3 PGRMC1 PKN2 PLEKHA5 PLOD2 PLXNB2 PPIC PRKDC PRNP PRSS35 PSAP PTGFRN PTPRK RDH11 REEP5 RELN RNF207 RNPC3 RPN2 RTN4 SCD SELENOT SLC11A2 SLC16A1 SLC20A2 SLC2A1 SLC38A1 SLC3A2 SLC8A1 SPCS2 SPINT2 SPTAN1 SPTBN1 SQLE SUCO SURF4 SVIL TCERG1 TIMP3 TLCD4 TM9SF2 TMBIM6 TMED10 TMEM245 TMEM38B TMEM41B TMTC3 TMX2 TNFRSF12A TRA2B TTN VCL VEGFA WLS WSB1 XIRP1 ZNF827 CUI_DEVELOPING_HEART_TRABECULAR_VENTRICULAR_CARDIOMYOCYTE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CUI_DEVELOPING_HEART_TRABECULAR_VENTRICULAR_CARDIOMYOCYTE ABHD12 ABHD16A ANGPT1 ANXA3 ARL4D ARRDC3 B3GNT2 BUB3 CCDC181 CCN1 CCN2 CD24 CD320 CDH3 CLDN6 COL2A1 COMMD10 COX6A1 CRABP2 CTSV CYP51A1 DDIT3 DENR DEPP1 DGKI DHCR7 DNAJB1 EBP EPSTI1 EXOSC8 FAM118B GALE GEM GET1 GMNN H2AC25 HAMP HBEGF HERPUD1 HES1 HEY1 HMGA2 HMGCR HNRNPL HSPA5 HSPB8 HTR3B IER2 INSIG1 ISOC1 KCNH7 KLHL31 KPNA2 KRT19 KRT8 LINC01405 LIX1 LRPAP1 LRRC49 MGST1 MLLT11 MPHOSPH6 MRPL13 MSMO1 MYH6 NET1 NEURL2 NOP16 NPPB PDGFD PGAM4 PHACTR3 PIP4P2 PPP1R15A PRKDC RASD1 RASL11B RC3H1 RCAN1 REEP6 RGS3 RTCB RXRG S1PR1 SCD SDF2L1 SGPL1 SIGMAR1 SKIL SLC2A1 SLC3A2 SLIT2 SMTNL2 SPINT2 SQLE SRSF6 TIMM17A TMEM88 TNFRSF12A TNNT1 TOB1 TRAPPC3 TRH TSPAN13 VCAM1 VCAN VPS33A WDR12 XRCC4 YWHAQ CUI_DEVELOPING_HEART_VALVAR_ENDOTHELIAL_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CUI_DEVELOPING_HEART_VALVAR_ENDOTHELIAL_CELL ACKR3 ACSL1 ADAMTS1 AKR1B1 ANGPTL2 ANK2 ANO1 AOPEP APOLD1 AQP1 ARID5A ASPN ATF3 BEX1 BIK C1QTNF1 C7 CA5B CCDC3 CCL20 CCL4 CD200 CD44 CD55 CD9 CDKN1A CEBPD CEMIP2 CHMP1B CLDN11 CLIC2 CRIP1 CRYAB CTSK CTSL CXCL1 CXCL2 CXCL8 CYP1B1 CYSTM1 DKK2 DKK3 DUSP2 DUSP5 EDIL3 ENDOD1 EVL F5 FEZ1 FOSL2 GABARAPL1 GADD45A GATA4 GEM GJA1 GLT8D2 HAND2 HAPLN1 HBEGF HEY2 HLA-B HLA-H HS3ST1 HSPA7 HSPB8 IER5 IFI27 IGFBP5 IGFL2 ITGB4 ITPRIP KLF9 LDLR MAFF MCL1 MMP19 MT2A MTMR11 NAMPT NDP NEAT1 NET1 NFATC1 NFIL3 NR4A1 NR4A2 NR4A3 NTRK2 OLFML2A OPTN PDGFRA PDLIM1 PDLIM3 PENK PI16 PKHD1L1 PLA2G2A PLAT PLCD1 PLIN2 PLLP PLPP5 PMP22 PNP PRNP PTGS2 PTHLH RCAN1 RGS4 RGS5 RHOU S100A10 S100A4 S100A6 S100B SELL SERPINB1 SERPINF1 SIK1 SLN SOCS3 SOD2 SORD SPOCK3 STARD7 STC1 TAC1 TFPI2 TGFB3 THBD TIPARP TMBIM1 TNFAIP6 TPBG TSPAN8 TUBB2A TUFT1 VCAN WNT4 CUI_DEVELOPING_HEART_VASCULAR_ENDOTHELIAL_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CUI_DEVELOPING_HEART_VASCULAR_ENDOTHELIAL_CELL ABI3BP ADAMTS1 ADCY4 ADH1B AHNAK2 AIF1L ALDH1A1 ANKRD36B APLP2 ASPN ASS1 ATP6AP1 BCAM BGN BHLHE40 BST2 BTG2 C1R CARD16 CBLN2 CD151 CD320 CD58 CDC42EP3 CDH23 CFH CFI CKB CLEC14A CLIC3 CLU COL1A1 COL5A1 COL5A2 COL9A3 CPAMD8 CPE CPXM2 CREB5 CRIM1 CRTAC1 CST3 CTSD CTSK CXCL1 CXCL2 CXCL3 CYTL1 DDIT4 DEPP1 DHH DHRS3 DKK2 DPP7 ECM2 EFEMP1 EFNA5 ELN EMP2 EMP3 FAM3B FBLIM1 FBLN2 FBLN5 FGL2 FOSB FXYD5 GABARAPL1 GABARAPL2 GADD45B GAS6 GASK1B GATA2 GJA1 GJA5 GLG1 GLT8D2 GOLIM4 GRN HAPLN3 HEG1 HEXB HSD17B12 HSPA1A HSPA1B HTRA1 ICAM1 IER2 IER5L IFI27 IFI6 IGFBP2 IGFBP7 IL11RA ITSN2 JUN JUNB KAZALD1 KCNMB1 KCNN4 KLF2 KLF4 KLHL13 LIMA1 LIMS2 LINC01133 LOX LSR LTBP2 LTBP3 LTBP4 LTC4S MALL MAP3K8 MECOM MEGF6 MEIS2 MET METRNL MFAP2 MGP MIR23AHG MMP2 MMP28 MMRN1 MMRN2 MPZL2 MRC2 MTUS1 MYH9 NEIL1 NES NFIX NFKBIA NNMT NPDC1 NUCB2 OMD OS9 PDE4B PDGFD PDGFRL PER1 PI15 PI16 PIGT PPIC PPP1R15A PROCR PTGDS PTGS1 PTN PTPRF PXDC1 RAMP3 RASD1 RGS5 RHOB RTN4RL2 SDF4 SELENOM SEMA3F SERPINE1 SERPINE2 SEZ6L2 SFRP1 SFRP4 SFRP5 SH3RF1 SIK1 SKIL SLC41A3 SLC7A8 SULF1 SULF2 SULT1E1 SWAP70 SYNGR2 TCN2 TENT5A THBD TMEM120A TNFAIP3 TNKS1BP1 TOB1 TRIM22 TSC22D1 TSPAN2 TSPAN7 TXNIP VCAM1 ZFP36 ZFY DESCARTES_FETAL_ADRENAL_ADRENOCORTICAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_ADRENAL_ADRENOCORTICAL_CELLS C1QTNF1-AS1 CLDN14-AS1 ENSG00000229425 ENSG00000253574 ENSG00000260599 LINC01485 LINC01717 LINC02045 LINC03086 MGC27382 MMADHCP2 RGS8 RNU6-56P RNU6-944P DESCARTES_FETAL_ADRENAL_CHROMAFFIN_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_ADRENAL_CHROMAFFIN_CELLS ADCY8 ALK AMER2 AMER3 ANKFN1 ARHGDIG ARSF BASP1 BRINP2 C9orf24 CACNG2-DT CADM3 CAMK2A CAVIN4 CCND1 CFAP20DC-AS1 CNTFR CREG2 DCLK3 DIRAS1 DUSP8 ELAVL2 ENSG00000253726 ENSG00000254746 ENTPD3 EYA1 EYA4 FAM120A2P FAM131B FAR2P1 FAT3 FOXN4 FRMPD3 GAL GAP43 GREM1 HAND1 HECW1 HECW1-IT1 HIKESHIP1 HMX1 HS3ST5 HTR3A IGLON5 IL7 INSM2 INSRR IRX6 ISL1 JPH3 KCNB2 KCNG1 KCNK10 KRTAP5-AS1 LINC01201 LINC01539 LINC01561 LINC02066 LINC02074 LINC02269 LINC02525 LINC02600 LINC02605 LINC02607 LINC02897 LINC03069 LRRTM2 MAB21L1 MAP1B MARCHF11 MARCHF11-DT MARK2P3 MGC15885 MLLT11 NPY NRG1-IT3 NTRK1 NUDT10 ONECUT2 PEX5L PHEX-AS1 PIRT PKIA-AS1 PLPP4 PLXNA4 PRKAG2-AS1 PRPH PTCHD1 PTCHD1-AS RBFOX1 REEP1 RNU6-457P RNU7-99P RORB-AS1 RPH3A RPSAP43 RYR2 SCUBE1 SERTAD4 SERTAD4-AS1 SHOX2 SLC22A9 SLC44A5 SLC6A2 SLCO5A1-AS1 SPHKAP ST8SIA2 STMN4 SV2C THAP12P7 TLX3 TMEFF2 TMEM132C TMEM196 TMEM35A TRIM36 TRIM67 TROAP-AS1 TTC9B TTLL7-IT1 TUBB2A TUBB2B DESCARTES_FETAL_ADRENAL_CSH1_CSH2_POSITIVE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_ADRENAL_CSH1_CSH2_POSITIVE_CELLS ACKR2 ADAM12 ADRB1 ALDH4A1 ANGPT2 ANXA1 ANXA3 AP1M2 APPBP2-DT ARHGEF5 ASS1 ATF3 ATP6V1C2 BZW2 C1orf115 C4orf36 CAP2 CAPN6 CBR3-AS1 CCDC54-AS1 CGA CGB3 CHODL CLDN4 CLDN7 CLIC5 CLRN1-AS1 CNKSR1 CPS1 CPZ CSH1 CSH2 CSRP2 CYP19A1 DACT2 DDX10P1 DEPP1 DNAI2 DUSP9 DYNLRB2 EFEMP1 EFHD1 ENSG00000227885 ENSG00000234352 ENSG00000236829 ENSG00000243273 ENSG00000248515 ENSG00000250954 ENSG00000251574 ENSG00000257283 EPIC1 EPS8L1 ERRFI1 ERVFRD-1 ERVH48-1 ERVW-1 ESRP1 EXPH5 F5 FAM184A FAM3B FAM83G FOXO6 GDF15 GH2 GNGT1 GOLT1A GPC1-AS1 GPX3 GRHL1 GRHL2 GRIP1 GSTA3 GTF2I-AS1 GYG2P1 HCAR1 HILPDA-AS1 HOPX HSD11B2 HSD17B1 HSD3B1 HSPB8 HTRA4 IMPA1P1 INHBA INSL4 ISM2 ITGB4 ITGB6 KANK4 KISS1 KMO KRT18 KRT23 KRT7 KRT8 L1TD1 LCMT1-AS2 LINC00470 LINC00578 LINC00663 LINC00882 LINC00964 LINC01194 LINC01418 LINC01524 LINC01687 LINC01920 LINC02055 LINC02112 LINC02307 LINC02327 LINC02540 LINC02583 LINC02616 LINC02899 LMO7-AS1 LOC283299 LRP2 LVRN LYPD5 MAFF MAGI1-AS1 MAP3K2-DT MCOLN3 MET MFSD2A MIR4280HG MIR4307HG MIR4713HG MMP11 MORC4 MUC15 MYL5 NCMAP NDOR1 NECTIN4 NFE2L3 NFE4 NLRP2 NOCT OLR1 PAGE4 PAPPA PAPPA-AS1 PAPPA2 PCDH11X PERP PGF PHLDA2 PKIB PPP1R13L PRB1 PRKCZ PROSER2-AS1 PSG1 PSG11 PSG2 PSG3 PSG4 PSG5 PSG6 PSG7 PSG8 PSG9 PWWP3B RASA1 RASSF6 RCC2-AS1 RDH13 RGPD2 RIMKLB RNU1-134P RNU6-272P RPL12P20 RPL21P57 RPS12P26 S100P SCAND3 SCIN SDC1 SERINC2 SERPINB2 SERPINE1 SLC13A4 SLC19A3 SLC22A11 SLC47A2 SLC52A1 SLC6A4 SMIM18 SMIM2-AS1 SP6 SPINT1 SPIRE2 SPTLC3 ST8SIA6-AS1 STEAP4 STEEP1 STS SVEP1 TACC2 TAS2R13 TCL6 TFAP2C TFPI2 TGM2 TM4SF19 TMC1 TMC5 TMEM184A TNFRSF12A TNS4 TP63 TPRXL TRAPPC14 TRIM29 USP43 VGLL1 XAGE3 XKRX YIPF2 ZFAT ZNF702P ZNF93 DESCARTES_FETAL_ADRENAL_ERYTHROBLASTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_ADRENAL_ERYTHROBLASTS ABCB10 ABCB5 ABCC13 ACKR1 ACSL6 AHSP ALAD ALAS2 ANK1 ARG1 ART4 BGLT3 BLVRB C17orf99 CA1 CAT CD46P1 CDK15 CPOX CTSE DHRS13 DPF3 DYRK3 E2F2 EIF5AP2 ENSG00000181123 ENSG00000189316 ENSG00000260592 EPB41 EPB42 ERMAP ERVE-1 ESPN FAM167A-AS1 FAM178B FECH GALNT5 GCLC GLRX5 GYPA GYPB GYPE H2AC4 HBA1 HBA2 HBB HBBP1 HBE1 HBG1 HBG2 HBM HBQ1 HBZ HDC HECTD4 HEMGN HMGN1P1 HNF4A-AS1 IBA57 IFIT1B ITLN1 KLF1 KRT1 KRT13 LINC01399 LINC02506 LINC02772 MARCHF8 NARF PHOSPHO1 PIGQ PKLR PPME1 PPOX PRG2 PRSS51 PTH2R RFESD RHCE RHD RNF123 RNF224 RSAD2 RWDD3-DT SCYL2P1 SEC14L4 SELENBP1 SLC14A1 SLC22A16 SLC22A4 SLC25A21 SLC25A37 SLC25A39 SLC4A1 SMCO3 SOX6 SPECC1 SPTA1 SPTB ST6GALNAC1 TDH TENT5C TFR2 THEGL TLCD4 TLCD4-RWDD3 TMCC2 TPSAB1 TPSB2 TRAK2 TRIM10 TSPAN5 TSPAN5-DT TSPO2 XACT XPO7 YPEL4 DESCARTES_FETAL_ADRENAL_LYMPHOID_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_ADRENAL_LYMPHOID_CELLS ACAP1 ADAM8 ADGRG3 ARPP21 BACH2 BCAS1 BIRC3 BLK BTLA CARD11 CCDC88C CCR6 CCR7 CD160 CD19 CD2 CD244 CD247 CD27 CD3D CD3E CD3G CD5 CD52 CD7 CD79A CD79B CD8A CD8B CD96 CDC42EP3-AS1 COL4A4 CRIP1 CRTAM CST7 CXCR5 CYTIP DTHD1 DUSP2 ENSG00000267568 EOMES FCMR FCRL1 FCRL2 FCRL3 FCRL5 FCRLA GALNT3 GBP5 GNLY GPR171 GPR18 GZMA GZMB GZMH GZMK GZMM HLA-DOB HSH2D ICOS IFNG-AS1 IGHD IGHM IGKC IGLL1 IKZF2 IKZF3 IL12RB2 IL18RAP IL2RA IL2RB IL2RG IL32 IL7R IRF4 IRGM ISG20 ITK JCHAIN KLHL14 KLRB1 KLRC1 KLRC2 KLRC3 KLRC4-KLRK1 KLRF1 KLRK1 LAX1 LCK LINC00426 LINC00861 LINC01192 LINC01215 LINC01478 LINC01606 LINC01934 LINC02542 LTB LY9 MATK MME-AS1 MS4A1 MYBL1 MYO1G MZB1 NCR1 NCR3 NIBAN3 NKG7 NOG NPM1P7 NT5C3AP2 P2RX5 P2RY10 PAX5 PCED1B-AS1 PLAAT4 PLAC8 PRF1 PTGDR PTPN22 PTPRCAP PYHIN1 RASGRP1 RHOH RUNX3 S1PR5 SELL SEPTIN1 SH2D1A SH2D1B SH2D2A SIT1 SKAP1 SLAMF1 SLAMF6 SLAMF7 SLFN12L SLFN5 SPIB SPTSSB SULT1B1 SYTL1 SYTL3 TBC1D10C TBX21 TCF7 TCL1A THEMIS TIGIT TMED11P TMEM154 TMIGD2 TRAF3IP3 TRAT1 TRBC2 TRDC TTC16 UBASH3A XCL1 YWHAH-AS1 ZAP70 ZNF550 ZNF831 DESCARTES_FETAL_ADRENAL_MEGAKARYOCYTES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_ADRENAL_MEGAKARYOCYTES ACRBP ACTN1 ADCY6 ALOX12 ANKRD33B AQP10 ARHGAP6 BEND2 C19orf33 C1orf116 CAPN1-AS1 CAPN11 CBFA2T3 CCDC175 CFAP45 CHRNA2 CLEC1B CMTM2 CMTM6 CNST COL24A1 CPA3 CRISP3 CXCL2 CXCL3 DNAAF3 EFCAB13-DT EFHC2 EGF ELOVL7 ENSG00000233968 ENSG00000258803 ENSG00000264845 EXOC3L4 F2RL3 FCER1A FERMT3 GCSAML GOT2P7 GP1BA GP5 GP6 GP9 GRM3-AS1 H4C8 HBD HGD HPSE HYAL3 INAFM2 IRAG1 ITGA2B ITGB1BP2 ITGB3 ITPRID2-DT KCNMB1 LAT LEFTY1 LGALSL LIMS1 LINC00504 LINC00534 LINC00989 LINC02284 LINC02470 LINC02701 LINC02770 LINC02915 LOC105371430 LTBP1 LY6G6F LY6G6F-LY6G6D MCEMP1 MDM1 MMRN1 MPIG6B MPL MYOM1 NRGN P2RX1 PADI4 PCP2 PDLIM1 PF4 PGAM1P8 PIRAT1 PKHD1L1 PLEK PPBP PROSER2 PTCRA PTGS1 RAB27B RBPMS2 RGS18 RPL17P22 RSU1 RUFY1 SEC14L5 SELP SEPTIN5 SERPINB1 SLC37A1 SLC8A3 THBS1 TLN1 TMEM91 TREML1 TUBA8 TUBAL3 TUBB1 WFDC1 XIRP2 XYLT2 ZYX DESCARTES_FETAL_ADRENAL_MYELOID_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_ADRENAL_MYELOID_CELLS ADAM28 ADAP2 ADGRE1 ADGRE2 AGR2 ASCL2 C1QA C1QB C1QC C3AR1 C5AR1 CALHM6 CASP5 CCDC200 CCDC26 CCR1 CD14 CD163 CD163L1 CD209 CD300C CD300LF CD33 CD4 CD5L CD68 CD80 CD86 CFD CLEC10A CLEC4F CLEC7A CMKLR1 CPVL CSF1R CST3 CTSZ CXCL10 CXCL8 CYBB CYTH4 EFCAB15P ENSG00000231873 FAM20A FCGR1A FCGR1BP FCN1 FGD2 FGL1 FLT3 FOLR2 FPR1 FPR3 GGTA1 GPBAR1 GPR34 HCK HELZ-AS1 HK3 HLA-DMA HLA-DMB HLA-DOA HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB9 HMOX1 HRH1 IER3 IFNGR1 IGSF6 IL10 IL1RN ITGAX KCNE1 KCNG2 KCNJ5-AS1 KCNK13 LACC1 LGMN LILRA1 LILRA2 LILRA5 LILRA6 LILRB1 LILRB2 LILRB3 LILRB4 LILRB5 LINC00996 LINC01094 LINC01357 LINC01480 LINC01645 LINC01684 LINC03070 LRRC25 LYZ MARCO MEFV MERTK MILR1 MNDA MPEG1 MS4A14 MS4A4A MS4A4E MS4A6A MS4A7 MSLN MSR1 MTCO1P11 MX2 NAIP NAIPP3 NCF2 NFAM1 NLRC4 NLRP3 NOD2 OSCAR P2RY12 P2RY13 PDCD1LG2 PDYN-AS1 PELATON PILRA PLA2G7 PLAUR PRAM1 PTAFR RAB39A RGS1 RIPK3 RN7SL138P RN7SL297P RNASE6 RNASET2 RNF135 RUFY4 RYR1 SCIMP SECTM1 SIGLEC1 SIGLEC10 SIGLEC12 SIGLEC14 SIGLEC16 SIGLEC5 SIGLEC8 SIRPB1 SIRPB2 SLAMF8 SLC11A1 SLC1A3 SLC37A2 SLC39A13-AS1 SLC7A7 SLC7A8 SLCO2B1 SMIM35 SPI1 SPIC SPP1 TGFA TIMD4 TLR1 TLR2 TLR5 TLR6 TMEM106A TMEM150B TMEM273 TMIGD3 TNFRSF11A TREM2 TRIM50 TRPM2 TYMP UNC93B1 VSIG4 ZMYND15 DESCARTES_FETAL_ADRENAL_SCHWANN_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_ADRENAL_SCHWANN_CELLS ADAM23 ADAMTS8 AGRN ALDH1A1 ALOX15 ARHGEF26-AS1 ART3 ATP10B ATP1A2 AZGP1 BCAN C2orf72 CCDC160 CDH19 CDH6 CHL1 CHST9 CLDN14 CNMD CNP CNTN2 COL18A1 COL20A1 COL28A1 CRABP1 CRISPLD1 CSMD1 DHH DLX1 DTX4 ENSG00000231252 ERBB3 EXTL1 FGFBP3 FOXD3 FOXD3-AS1 FXYD1 GAL3ST1 GFRA1 GINS3 GJC3 GPC1 GPM6B GPR17 GPR83 GRIK3 GRIN2B H1-9P HEPACAM HEY1 HEY2 HSPB2 INSC KCNA2 KCNJ10 LAMP5 LGI2 LGI4 LINC00327 LINC00461 LINC00466 LINC00511 LINC00645 LINC01339 LINC01505 LINC01748 LINC03048 LPL LRRN1 LRRTM1 LYPD1 MATN4 MCAM MEGF10 METRN MIA MMD2 MPZ MYO16-AS1 MYOT MYOZ1 NGFR NGFR-AS1 NKAIN4 NRXN1 OLFML2A OPRK1 PLEKHB1 PLP1 PMEPA1 PMP2 PPP1R1C PPP2R2B PRDM16 PRDM16-DT PRIMA1 PTPRZ1 PTX3 RXRG S100B SCN7A SCRG1 SEMA3G SHC4 SHISA9 SLC35F1 SLITRK2 SLITRK6 SOX10 SOX2 SOX8 STAC2 STK32A-AS1 SV2B SYNPR SYT10 TAC1 TCP11 TMEM132B TMEM176A TMEM176B TRDN TRPM3 TSPAN11 TTYH1 UGT8 WFDC2 WNT16 XKR4 ZNF804B DESCARTES_FETAL_ADRENAL_SLC26A4_PAEP_POSITIVE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_ADRENAL_SLC26A4_PAEP_POSITIVE_CELLS AMD1P3 AMIGO1 ANO7L1 ATP2A1 BAK1 BRWD1-IT1 BTBD3-AS1 C5orf64 CADM1-AS1 CASC8 CAV3 CBR1-AS1 CCT6B CFAP47 CLXN CTF1 ELAC1 ENSG00000235834 EXOC3-AS1 F2RL1 FRMPD3-AS1 GALNT9 GPRC6A GTF2H2B GTF2IP13 HDHD5-AS1 HMBOX1-IT1 HOGA1 HSD3B2 IL1A KDM4A-AS1 KIRREL1-IT1 LINC00616 LINC00887 LINC00923 LINC01837 LINC02296 LINC02389 LINC02410 LINC02718 LINC02745 LINC03021 LMNB1-DT LY6E-DT LYG1 MAPK10-AS1 MINAR2 MRGBP MTERF2 MYADM-AS1 MYCBPAP NFIA-AS2 NOMO2 NPHP4 PBDC1 PHB1P19 PNMA6F PRICKLE2-AS1 PTPN23-DT RN7SL749P RNU6-518P RNVU1-32 RPL38P1 RXYLT1 SAXO1 SLC22A1 SLC26A4 SNORA14A SNX25P1 SPINK8 TEX41 TNFRSF10C TTLL9 TUBBP5 TYMSOS UICLM ULK4P1 USP51 VAV3-AS1 VMO1 VPS9D1-AS1 ZC3H12A ZNF296 ZNF597 ZNF683 ZNF747 ZNF786 ZNF845 DESCARTES_FETAL_ADRENAL_STROMAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_ADRENAL_STROMAL_CELLS AARD ABCA6 ABCC9 ABI3BP ACTA2 ACTG2 ADAMTS14 ADAMTS15 ADAMTS9-AS1 ADAMTSL3 ADH1B ADRA1D AGTR2 ANO1 ASPN BICC1 BMP4 BPI C1QTNF7 C1R C6 C7 CARMN CBLN4 CCDC102B CCDC80 CCN4 CD248 CDH11 CHRDL1 CLDN11 CNTN4-AS2 COL12A1 COL1A1 COL3A1 COL6A3 COLEC11 CYP1B1 CYP4X1 CYP4Z1 DCDC2C DCN DIO3 DIRC1 DKK2 DMKN DNAJC22 EBF3 EDNRA EMX2OS ENSG00000223786 ENSG00000225649 FAP FGF7 FHL5 FMO1 FMOD FNDC1 FOXS1 FREM1 GAS2 GATA4 GDNF-AS1 GJB2 GLI2 GLP2R HHIP IGFBP3 IGFBP6 IGFN1 IL6 ISLR ITGA11 ITGBL1 KDELR3 LAMC3 LINC00702 LINC01031 LINC01836 LINC02026 LINC02082 LINC02126 LINC02507 LINC02643 LINC02653 LINC02873 LINC03041 LOX LRRC17 LRRC71 LUM MEOX2 METTL24 MGP MIR1245A MSC MSC-AS1 MXRA5 MYH11 MYOCD NGF NGF-AS1 NPAS1 NPY5R OGN OLFML1 OSR1 PAMR1 PCDH18 PCOLCE PCOLCE-AS1 PDE1A PDGFRA PDGFRL PGM5P4 PI15 PI16 PLA2G5 PODN POM121L9P POSTN PRELP PRICKLE1 PRRX1 PTCH2 PTH1R REM1 RPL13AP11 RSPO2 RSPO3 RXFP1 RXFP2 SCARA5 SFRP2 SGCG SRPX2 SULF1 SULT1E1 TAGLN TBX18 TCF21 TDO2 THBS2 THPO TMEM119 TRPA1 TRPC4 TWIST2 VIPR2 WNT2 WT1 WT1-AS ZFPM2-AS1 ZNF385D DESCARTES_FETAL_ADRENAL_SYMPATHOBLASTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_ADRENAL_SYMPATHOBLASTS ABCG8 ADAM29 ADGRA1 AGBL4 AGBL4-IT1 AKAIN1 ALPK2 ANKRD18A ARC ASPDH ATP6V1G2-DDX39B BAIAP3 BRINP1 BTBD17 C11orf87 C12orf29 C21orf62 C2CD4A CACNA1E CACNG3 CARTPT CCDC172 CCSER1 CDH18 CFAP46 CFAP61-AS1 CFAP90 CHGA CNGA3 CNTN3 CNTNAP5 COLGALT2 CPEB1 DNAI1 DPY19L2P4 DRGX ELAPOR1 FAM135B FBXO2 FUT9 GABBR2 GABRA1 GALNTL6 GCGR GCK GJD2-DT GLB1L3 GLP1R GLRA3 GLS2 GOT1L1 GPR139 GRM7-AS3 HS3ST2 IL13RA2 JAKMIP3 KCNJ6 KCNK9 KCTD16 KIAA2012 KISS1R KLHL1 KLK4 KSR2 KY LINC02197 LINC02248 LINC02513 LINC02994 LMNTD1 LRRC10B MIR7-3HG MRAP2 NPAS4 OPRM1 PACRG PANTR1 PCSK2 PENK PENK-AS1 PLCH2 PNMT POU2F3 PPP1R17 PRLHR PRR16 PURPL RASD2 RD3 RET RN7SL180P RNU6-103P RPSAP57 SAPCD1-AS1 SERTM2 SHISAL1 SLC16A11 SLC24A2 SLC35F3 SLC38A11 SLC6A17 SLC8A2 SMIM45 SORCS3 ST18 TAFA3 TEKT1 TGFBR3L TMEM114 TMEM190 TMEM271 TPBGL USH2A VGF VWA3A VWA5B1 VWA5B2 ZBBX DESCARTES_FETAL_ADRENAL_VASCULAR_ENDOTHELIAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_ADRENAL_VASCULAR_ENDOTHELIAL_CELLS ACSM2B ACVRL1 ADCY4 ADGRL4 AFAP1L1 APLNR ARHGAP29 ARHGEF15 BCL6B BTNL8 BTNL9 CA4 CALCRL CCDC60 CD300LG CD34 CDA CDH13 CDH5 CEACAM1 CHRM3 CLDN5 CLEC14A CMKLR2 CNTNAP3B CP CRHBP CX3CL1 CYP26B1 DIPK2B DLL4 DNASE1L3 ECSCR EDN1 EEF1A1P31 EEIG1 EFCC1 EFNA1 EFNB2 EHD3 ELK3 ENG ENSG00000233251 ENSG00000253177 ESM1 EXOC3L1 F8 FAM110D FCGR2B FCN2 FCN3 FFAR2 FGF23 FLT4 FMO6P GALNT14 GALNT15 GPM6A GPR182 GPR4 GRAPL HID1-AS1 HLX HRCT1 HYAL2 ID1 IGFBP1 INHBB IRX3 IRX5 KANK3 KDR LDB2 LINC00305 LINC02005 LINC02196 LINC02289 LINC03002 LOC102723313 LRRC70 MADCAM1 MMRN2 MYRIP NAT8 NHERF2 NOTCH4 NPR1 NR5A2 NRN1 NT5ELP ODF3L2 OIT3 PCAT19 PCDH12 PDE2A PLIN4 PLPP3 PLVAP PODXL PTPRB RAET1E RAET1G RAMP2 RASIP1 RBP5 RGS7BP RIPPLY3 RN7SL169P ROBO4 ROPN1L SCGB3A1 SEMA6B SHANK3 SHE SLC26A5 SLC5A4 SLCO2A1 SMIM9 SNCAIP SOX17 SOX18 SOX7 SPAAR ST6GALNAC3 STAB2 STC2 TACR1 TCIM TEK TERLR1 THSD1 TIE1 TM4SF18 TM4SF18-AS1 TMEM233 TMEM235 TMEM255B TMEM88 TRPM6 USHBP1 VAMP5 DESCARTES_FETAL_CEREBELLUM_ASTROCYTES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_CEREBELLUM_ASTROCYTES ABCA8 ACADL ACSBG1 ACTE1P ADAMTS12 ADRA1D AGTR1 ALDH1L1 ALDH1L1-AS2 AQP4 ARMC3 ATP1A4 BBOX1 BLID BMPR1B-DT BTBD17 CA12 CABCOCO1 CASQ1 CCDC102B CCDC140 CCDC169 CCDC198 CD38 CFAP107 CFAP210 CFAP300 CFAP52 CFAP54 CFAP73 CKAP2LP1 CLU COL22A1 COL2A1 CRB2 CTNNA3 CYP26A1 CYP26B1 CYP26C1 CYP4F35P DAW1 DAZL DNAH7 DPPA5P4 DTHD1 EFHC2 EGFR ENKUR ENSG00000188897 ENSG00000200072 ENSG00000231918 ENSG00000232528 ENSG00000232930 ENSG00000247193 ENSG00000262999 FAM181A-AS1 FAM216B FAM81B FGF10 FHIP1A FOXB1 FOXJ1 FREM1 FRMPD2 FST FZD10 GBX2 GBX2-AS1 GDPD2 GFAP GJB2 GJB6 GLI1 GLP1R HHIP ID4 IL33 IL5RA IQCA1-AS1 IRX3 IRX5 KCNMA1-AS1 KIRREL2 LCAT LGR6 LINC00402 LINC00446 LINC00595 LINC00939 LINC01198 LINC01411 LINC01994 LINC02017 LINC02254 LINC02355 LINC02552 LINC02925 LINC03109 LIPG LNCBRM LRIG1 LRP4 LRRC10B LRRC9 LRTM1 MAP3K19 MARVELD3 MEGF10 MGST1 MKX MLC1 MLIP MS4A8 MSTN MTTP NALCN-AS1 NCKAP5-IT1 NOG NPHP1 NPY NTS OBI1-AS1 OPRK1 OR51B5 OR51E2 OTOG PAX3 PAX7 PI15 PIK3C2G PIRAT1 PIRT PPP1R42 PRDM16 PRSS35 PTF1A PTGFR RAMP3 RASGRP1 RGS20 RMDN2-AS1 RNGTTP1 RNU6-1331P RNY1P5 RPE65 RPL31P54 SERPINI2 SIPA1L1-AS1 SIRPB3P SLC4A4 SLC6A20 SLITRK6 SNX31 SOHLH2 SPATA13 STK33 STMND1 TEKT1 TENT5A THBS3-AS1 TMEM221 TNC TNFRSF11B TSHR USH1C VCAM1 VWA3A WARS2-IT1 WDR49 WNT9B ZNF863P DESCARTES_FETAL_CEREBELLUM_GRANULE_NEURONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_CEREBELLUM_GRANULE_NEURONS ASB15 BARHL2 BMP5 CDH7 DIO3 DRD4 DYTN FGF5 GALNT15 GPC5-AS1 GRIK2 GRIN2A GRIN2C HMCN2 HMGN1P14 HS3ST3A1 INSM2 KCNA1 KLK4 KLKP1 LINC00113 LINC00314 LINC00992 LINC01673 LINC01697 LINC01830 LINC02155 LINC02476 LINC02842 MCHR2 MIR217HG MIR548XHG MUC19 NREP-AS1 NTF3 PCSK9 PRPH RGS5-AS1 RNA5SP213 RNU4-70P RPL21P59 RPS7P8 RPSAP43 SLC26A7 ST18 TLX3 TRHDE TRHDE-AS1 DESCARTES_FETAL_CEREBELLUM_INHIBITORY_INTERNEURONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_CEREBELLUM_INHIBITORY_INTERNEURONS ALKAL2 C1QL3 CACNG3 CCBE1 CPLX4 ENSG00000225420 ENSG00000228021 ENSG00000233968 ENSG00000253857 ENSG00000267627 FNDC1 FNDC1-IT1 GOLGA6L2 IGFBP5 INHBA KIT KRT222 LARGE2 LBX1 LBX1-AS1 LINC00587 LINC01320 LINC01358 LINC02408 LINC02477 LINC02502 LINC02873 LRRC38 NEUROG2 NNMT NPY2R NXPH2 PAX2 PRR35 RN7SL803P ROBO3 SLC30A3 SLC35F4 SLC6A5 SPOCK1 TFAP2A-AS1 TFAP2B VCAN-AS1 DESCARTES_FETAL_CEREBELLUM_MICROGLIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_CEREBELLUM_MICROGLIA ABCC13 ABCC4 ABCC5-AS1 ABR-AS1 ACP3 ACSM5 ACY3 ADA2 ADAM28 ADAM9 ADAMTS17 ADAMTSL4-AS2 ADAP2 ADGRE4P ADPGK ADRB2 ADTRP AGMAT AIDAP2 AIF1 ALDH3B1 ALOX15B ALOX5 ALOX5AP ALPK1 AMPD3 ANKH ANXA2R-AS1 ANXA4 AOAH AP1B1 APBB1IP APOBR APOC1 APOC1P1 APOC4 APOE ARHGAP12 ARHGAP15 ARHGAP25 ARHGAP27P1-BPTFP1-KPNA2P3 ARHGAP30 ARHGAP4 ARHGAP9 ARID5A ARL11 ARL4AP5 ARL5C ARRB2 ARRDC2 ARRDC5 ASTL ATG7 ATP6V1B2 ATP8B4 AZIN2 B3GNT5 B4GALT1 BATF BATF3 BCL2A1 BHLHE41 BIN1 BIN2 BIRC7 BLNK BLVRB BMP2K BNC2 BTG2 BTK C11orf21 C19orf38 C1QA C1QB C1QC C2 C3 C3AR1 C5AR1 C5AR2 CACNA2D4 CAPG CAPZB CARD11 CARD14 CARD9 CASP1 CASP5 CASS4 CCDC200 CCDC88B CCL2 CCR1 CCR3 CD14 CD163 CD180 CD226 CD274 CD28 CD300C CD300LF CD33 CD36 CD37 CD4 CD53 CD5L CD68 CD69 CD74 CD83 CD84 CD86 CDCP1 CDKN1A CDKN2A CEACAM21 CEBPA CEP250-AS1 CEP295NL CFB CFD CH25H CHI3L1 CHIT1 CLEC19A CLEC7A CLEC9A CLECL1P CNGA1 COL8A2 CORO1A COX6CP17 CPA6 CPVL CREG1 CRHBP CRYBB1 CSF1 CSF1R CSF2RA CSF2RB CSF3R CTSB CTSC CTSL CTSS CTSZ CX3CR1 CXCL16 CXCL8 CYBB CYSLTR1 CYTH4 CYTIP DAGLB DAPP1 DEF6 DENND1C DENND2D DHRS9 DIAPH2 DIAPH2-AS1 DNASE2 DOCK2 DOCK4 DOCK8 DOCK8-AS2 DOK3 DPP4 DPP7 DPRXP4 DUSP29 EBI3 EDNRB-AS1 EEIG2 EGR2 EGR3 ELF4 ELL2 ENSG00000228427 ENSG00000230649 ENSG00000233569 ENSG00000249631 ENSG00000249738 ENSG00000251314 ENTPD1 EPHA1-AS1 ERMAP ERP27 EVI2B FAM149A FAM157A FAM177B FAM238A FBXO40 FCER1G FCGR1A FCGR1BP FCGR2A FCGR2B FCGR2C FCGR3A FERMT3 FFAR2 FGD2 FGL1 FMN1 FMNL1 FOLR2 FPR1 FTL FYB1 GAA GAB2 GAB3 GADD45B GAL3ST4 GALNT6 GAPLINC GASK1B-AS1 GBGT1 GBP2 GDPD4 GGTA1 GLDN GLIPR1 GM2A GNA15 GNB4 GOLGA8H GP9 GPBAR1 GPNMB GPR132 GPR183 GPR34 GPR84 GPRC5D-AS1 GYPC H2BC11 H2BC18 H2BC4 H2BP2 HAVCR1 HAVCR2 HCK HCLS1 HK2 HLA-DMA HLA-DMB HLA-F-AS1 HMGA1P4 HMGB1P21 HMOX1 HOMER3-AS1 HPGDS HPSE HRH1 HSD17B14 HSPA6 HTRA1 ICAM1 ICAM4-AS1 IFNGR1 IGF1 IGFLR1 IGSF6 IKZF1 IL10 IL10RA IL12RB1 IL17RA IL18 IL1A IL1B IL1RN IL4I1 IL6 IL6R IL6R-AS1 IL7R IPCEF1 IRAG2 IRAK2 IRF5 IRF8 ITGAL ITGAM ITGAX ITGB2 ITGB2-AS1 ITGB3 JAK3 KBTBD12 KCNJ5 KCNJ5-AS1 KCNK13 KCNK6 KCTD9P1 KIR3DX1 KPNA2P3 LACC1 LAG3 LAIR1 LAPTM5 LCP1 LCP2 LGALS3 LGMN LILRA1 LILRA2 LILRA4 LILRA6 LILRB1 LILRB2 LILRB3 LILRB4 LILRB5 LIMASI LINC-PINT LINC00278 LINC00539 LINC00671 LINC00996 LINC01094 LINC01141 LINC01194 LINC01235 LINC01375 LINC01480 LINC01504 LINC01546 LINC01645 LINC01678 LINC01684 LINC01736 LINC01768 LINC01845 LINC01909 LINC02381 LINC02435 LINC02541 LINC02642 LINC02712 LINC02910 LINC02913 LINC02953 LINC02978 LINC02985 LINC03070 LNCAROD LOC283299 LOXL2-AS1 LPAR5 LPCAT2 LRMDA LRRC18 LRRC25 LRRC37A15P LRRC39 LRRC74A LRRK1 LST1 LY75 LY86 LY86-AS1 LY96 LYN LYVE1 LYZ MACORIS MAF MAFB MAN2B1 MANBA MAP3K5 MAP3K8 MAST3 MEFV MEP1A MEPE MERTK MFSD1 MILR1 MIR142HG MIR222HG MIR570 MIR583HG MITF MKNK1 MMRN1 MNDA MPEG1 MR1 MRO MROCKI MS4A14 MS4A4A MS4A6A MS4A7 MTND5P2 MX2 MYO1F MYO7A MYOZ2 NABP1 NCF4 NCK1-DT NCKAP1L NFAM1 NFATC1 NFATC2 NFKBID NFKBIZ NINJ1 NLRC4 NLRP3 NLRP4 NMRK1 NPL NPM1P10 NRROS ODF3B OLR1 OSBPL11 OSCAR OSM OTUD1 P2RX1 P2RY12 P2RY13 P2RY6 P2RY8 P3H2 PAQR5-DT PARP15 PARVG PCED1B-AS1 PCK2 PDCD1LG2 PDE4DIPP7 PDK4 PDK4-AS1 PDYN-AS1 PIK3AP1 PIK3CD PIK3CG PIK3R5 PLA2G15 PLA2G7 PLBD1 PLCB2 PLCG2 PLCL2-AS1 PLD1 PLD4 PLEK PLEKHA2 PLVAP PLXDC2 PPARG PPP1R2P4 PRAM1 PRKCD PTAFR PTCRA PTER PTGER4 PTGS1 PTPN6 PTPN7 PTPRC PYCARD-AS1 RAB20 RAB39A RAB3IL1 RABEP1 RAC2 RASAL3 RASGRP4 RASL10A RBM47 RCN3 RENBP RERE-AS1 RGL3 RGS1 RGS10 RGS18 RHBDF2 RHOH RIN3 RN7SL105P RN7SL138P RN7SL172P RN7SL297P RN7SL32P RN7SL834P RNASE6 RNASET2 RNFT1-DT RNU2-59P RNU4-53P RNU4-62P RNU6-1228P RNU7-29P RNY4P34 RPH3AL-AS1 RPL6P8 RPS10-NUDT3 RPS23P6 RPS29P20 RTTN RUBCNL RUNX1 RXFP1 RYR1 S100A1 S100A4 S100A9 S100Z SALL1 SAMSN1 SASH3 SCIMP SCIN SDS SELL SELPLG SERPINA1 SERPINF1 SFMBT2 SGK3 SH3BP1 SIGLEC10 SIGLEC11 SIGLEC14 SIGLEC5 SIGLEC7 SIGLEC8 SIGLEC9 SKAP2 SLAMF6 SLC11A1 SLC15A3 SLC16A6P1 SLC17A9 SLC22A18 SLC25A24P1 SLC28A1 SLC29A3 SLC2A5 SLC37A2 SLC38A4 SLC5A9 SLC7A7 SLC9A9 SLFN11 SMAP2 SMIM35 SMPDL3A SNAI3 SNX20 SNX29 SOCS6 SORL1 SP140 SPATC1 SPI1 SPN SPNS3 SPP1 SPTLC3 ST14 STAT5A STEAP1B STEAP1B-AS1 STXBP2 STYXL2 SUCNR1 SULT1C5P SUSD3 SYK TAGAP TAL1 TANGO2 TASL TBC1D12 TBC1D22A TBXAS1 TEC TEP1 TEX14 TFCP2L1 TFEC TLR1 TLR10 TLR2 TLR4 TLR5 TLR6 TLR7 TM6SF1 TMC8 TMCO4 TMEM106A TMEM119 TMEM144 TMEM156 TMEM273 TMEM52B TMEM86A TMIGD2 TMIGD3 TNF TNFAIP8L2 TNFRSF10C TNFSF13B TNFSF14 TNFSF18 TNFSF8 TRAF3IP3 TREM2 TREML1 TRIM22 TRPM2 TSPAN32 TXK TXLNB TYMP TYROBP UAP1L1 UCP2 ULK4P1 UNC13D UNC93B1 VAV1 VSIG4 VWA7 WAS WASHC5-AS1 WDFY4 WDR91 XACT ZC3H12D ZEB2-AS1 ZMYND15 ZNF503-AS1 ZNF710 DESCARTES_FETAL_CEREBELLUM_OLIGODENDROCYTES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_CEREBELLUM_OLIGODENDROCYTES AGMO APOD ARC ARHGEF3-AS1 ART3 ASB5 ASIC4 ASIC4-AS1 B3GNT7 BCAS1 BMP8B C10orf90 CA10 CCDC26 CFHR5 CHAD CLDN11 CMTM5 COL11A1 COL20A1 CYP2J2 DBX2 DCAF4L2 DMRT2 ENPP6 ENSG00000224675 ENSG00000234173 ENSG00000236494 ERBB3 EYA1 FMO3 GAL3ST1 GALNT13 GDF6 GDNF GDNF-AS1 GPR17 H1-9P HAPLN1 HMGB1P29 HMX1 HR KLRC2 KLRC3 KLRC4 KLRC4-KLRK1 KLRK1 KLRK1-AS1 KRT18P10 KRT18P11 LGR5 LHFPL3 LHFPL3-AS1 LINC00575 LINC00901 LINC00924 LINC01170 LINC01254 LINC01579 LINC01581 LINC01776 LINC01896 LINC02277 LINC02283 LINC02293 LINC02294 LINC02895 LINC03048 MAG MIR219A2HG MIR4307HG MKRN9P MOG MROH9 MSC-AS1 MYBL1 MYRF NBEAP2 NKX2-2-AS1 NOVA1-DT NPAS1 NR0B1 NT5E OLIG1 OLIG2 PCDH11Y PCDH15 PDGFRA PID1 PLAAT1 PLXNB3 PMP2 PPP2R2B-IT1 PRKCQ PRKG2 PTCSC3 RLBP1 RNU6-687P RNU6-994P ROCR RTP5 SCRG1 SLC44A1 SLPI SNORA74D SOX10 TMEM100 TMPRSS9 TNR TNR-IT1 UGT8 VSX1 VXN ZNF365 DESCARTES_FETAL_CEREBELLUM_PURKINJE_NEURONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_CEREBELLUM_PURKINJE_NEURONS ABCA17P AIPL1 ANKRD33B ANO1 AP1M2 API5P2 ARG1 ARHGEF33 ATP2B2-IT1 ATP2B2-IT2 CA8 CALB1 CDS1 COL24A1 COL6A5 COL6A6 CORIN CYP4Z2P DAB1 DCDC2C EGOT ENPP7P8 ENSG00000237843 ENSG00000254746 ENSG00000261090 ESRP1 ESRRB FAM153CP FGF19 FGF3 FOXP2 FOXP4-AS1 GNAT3 GPC3 GPR39 HS3ST2 HSPA12A IFNG-AS1 IL1RAPL2 ITPR1 ITPR1-DT KLF5 LINC00298 LINC00299 LINC00559 LINC01047 LINC01257 LINC01440 LINC01539 LINC01630 LINC01640 LINC02008 LINC02102 LINC02319 LINC02336 LINC02753 LINC03069 LOXL1-AS1 MED28P8 METTL21C MIR4527HG NDNF NPSR1 PDE11A PENK-AS1 POLR2DP2 POSTN PPP1R2P5 PRMT8 PTGER3 RN7SL132P RORA RPL3P13 RPS20P5 RPS26P15 SEMA3E SHH SKOR2 SLC1A6 SLCO4C1 ST13P20 TAF4B TDRD5 TRIM60P13 VIT WNT16 DESCARTES_FETAL_CEREBELLUM_SLC24A4_PEX5L_POSITIVE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_CEREBELLUM_SLC24A4_PEX5L_POSITIVE_CELLS ALPK2 ANAPC1P1 ANKRD20A11P C6 C8orf34 C8orf34-AS1 CLC DCHS2 DDX50P2 DMBX1 ENSG00000226249 ENSG00000237720 ENSG00000258792 FNDC9 GOLT1A GPR149 GRIN3A HNF4G HTR1E IL31RA KCNQ5 KLF2P2 L3MBTL4 LGI2 LINC01151 LINC01210 LINC01508 LINC01982 LINC02153 LIPN LPA MANCR OPRD1 OTOF PCP4L1 PEX5L PEX5L-AS2 PHEX-AS1 PNMA6F PPP3R2 PTPRK RGS13 RNA5SP180 RNA5SP269 RNA5SP87 RNU6-1222P SAMD5 SCN7A SCUBE1 SLC24A4 TLL2 TRPC7 VSTM2A-OT1 ZFHX4-AS1 ZIM2-AS1 ZNF860 ZPLD1 DESCARTES_FETAL_CEREBELLUM_UNIPOLAR_BRUSH_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_CEREBELLUM_UNIPOLAR_BRUSH_CELLS ARSJ CDH9 CHRM5 CHST9 CNGB1 COL13A1 DYNC1I1 ENSG00000250378 ENSG00000259737 EOMES FBXL21P HTR5A HTR5A-AS1 LECT2 LINC01885 LINC02032 LINC02932 LMO7DN-IT1 LMX1A MARK2P19 MID1 OTX2 OTX2-AS1 PCARE QRFPR RPGRIP1 RPH3A RPS3P6 RSPO2 SLC27A6 SSBP3P1 TMEM237 TPBG DESCARTES_FETAL_CEREBELLUM_VASCULAR_ENDOTHELIAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_CEREBELLUM_VASCULAR_ENDOTHELIAL_CELLS ABCB1 ABCC9 ABCG2 ABHD17A ACE ACTA2 ACTN4 ACVRL1 ADA ADCY4 ADGRA2 ADGRF5 ADGRL4 ADM ADORA2A ADORA2A-AS1 AFAP1L1 AGRN AHNAK AIRE ALDH3A1 ALS2CL ALX4 ANAPC1P4 ANGPT2 ANGPTL4 ANO2 ANPEP ANXA1 ANXA2R APCDD1 APLN APLNR APOL2 APOL3 ARAP3 ARHGAP18 ARHGAP29 ARHGEF15 ASB9 ATP10A ATP8B1 AURKAP2 AVPR1A B3GNTL1P1 BCAM BCL6B BGN BHLHE40 BSG BTNL8 BTNL9 C16orf89 C1QTNF1 C1orf115 C1orf54 C20orf202 C2CD4B C2orf83 C4orf3 C8orf58 CA2 CALD1 CALHM5 CAMTA1-IT1 CAPNS1 CARD10 CARD8-AS1 CARMN CASP12 CASP4LP CASTOR1 CAV1 CAV2 CAVIN1 CAVIN2 CAVIN3 CCDC102A CCDC141 CCDC3 CCDC85B CCDC86-AS1 CCM2L CCN1 CCN2 CD109 CD19 CD248 CD27 CD300LG CD320 CD34 CD79B CD82 CD93 CDA CDC42EP1 CDC42EP2 CDC42EP5 CDH5 CDH6 CDKN2B CETP CFH CFP CGNL1 CKMT2 CLDN5 CLEC11A CLEC1A CLEC2B CLEC3B CLIC5 CNN2 COBLL1 COL18A1 COL3A1 COL4A1 COL4A2 COL6A2 COX7A1 CRIP1 CRIP2 CRYBB2 CRYBB3 CSAG1 CSRP1 CTSK CXXC1P1 CYSLTR2 D21S2088E DAAM2 DACT2 DBH DCBLD1 DEGS2 DENND2C DEPP1 DIPK2B DLC1 DLL4 DOK4 DPEP1 DPPA4 DSP DSP-AS1 DUSP6 ECE1 ECM1 ECSCR EDN1 EDN3 EDNRA EFEMP2 EFNA1 EGFL7 EHD2 EIF5AL1 EMCN EMX2 EMX2OS ENG ENPEP ENSG00000223786 ENSG00000235834 ENSG00000245008 ENSG00000257002 EPAS1 EPHA2 EPN3 ERAP2 ERG ERICH4 ERVH48-1 ERVMER34-1 ESAM ETS1 EVA1B EXOC3L1 F2RL1 F2RL2 F2RL3 FABP4 FAM110D FAM124B FAM43A FENDRR FGD5 FGR FHL3 FILIP1 FKBP1A FKBP9 FKBP9P1 FLT1 FLT4 FLVCR2 FMO1 FN1 FOSL2 FOXC1 FOXC2 FOXD1 FOXD1-AS1 FOXF1 FOXF2 FOXF2-DT FOXL1 FOXL2 FOXQ1 FOXS1 FSTL1 FZD4 G6PC2 GADD45A GASAL1 GATA2 GATA2-AS1 GBP1 GBP3 GBP4 GBP6 GCOM1 GGT5 GIMAP1 GIMAP6 GIMAP7 GIPC3 GJA4 GLRX5 GNG11 GPD1L GPER1 GPR146 GPR4 GPRC5C GRAP HBA1 HBA2 HBB HBG1 HBG2 HBZ HEG1 HELZ2 HEMGN HES1 HEYL HIC1 HID1-AS1 HIGD1B HLX HOPX HRCT1 HSPA12B HSPD1P6 HSPG2 HTR1F HTRA3 HYAL2 IAPP ICA1-AS1 ICAM2 ID1 ID3 IFI27 IFI6 IFIT1 IFIT3 IFITM1 IFITM2 IFITM3 IGF2 IGFBP4 IGFBP7 IL1R1 IL32 INF2 IQGAP1 IQGAP2 IQSEC3-AS1 ISG15 ISM1 ITGA1 ITGA11 ITGA2-AS1 ITIH5 ITM2A ITPR3 JAML JCAD JPH2 KANK3 KANK4 KCNE4 KCNJ2 KCNJ8 KDR KIAA0040 KIF17 KIF26A KL KLF10 KLF13 KLF2 KLF4 KLK1 L1TD1 LAMB2 LAMC1 LAMC3 LATS2 LAYN LCIIAR LDLRAD2 LEF1 LEF1-AS1 LHX6 LINC00607 LINC00636 LINC00678 LINC00702 LINC00840 LINC00877 LINC01099 LINC01139 LINC01391 LINC01612 LINC01644 LINC02043 LINC02104 LINC02126 LINC02147 LINC02148 LINC02172 LINC02185 LINC02237 LINC02266 LINC02475 LINC02507 LINC02751 LINC02765 LINC02836 LINC02982 LINC03033 LMCD1 LMO2 LMOD3 LRRC32 LRRC55 LSR LTF LXN LYPD3 MAP3K6 MAP4K2 MARVELD2 MATN3 MCAM MECOM MECOM-AS1 MEDAG MELTF MFSD2A MFSD6L MIR126 MIR3667HG MIR4435-2HG MIXL1 MMP25 MMRN2 MOB2 MOCS1 MSX1 MT1E MT1X MUSTN1 MYCBPAP MYCT1 MYL12A MYL12B MYL9 MYLK2 MYO10 MYO1B MYO1C MYZAP NACA2 NAMPTP1 NDUFA4L2 NHERF2 NIBAN2 NID1 NIP7 NKD2 NKX6-1 NODAL NOS2 NOS3 NOSTRIN NOTCH3 NOTCH4 NPAS2 NPIPB12 NPIPB4 NRARP OAF OAS2 OCEL1 OCLN ODF3L2 OLFML1 OLFML2A OR51E1 OR9Q1 OSMR P2RX5-TAX1BP3 P2RY14 PALMD PAMR1 PCAT19 PCDH12 PCDH18 PCOLCE PDGFB PDGFRB PDLIM1 PEAR1 PELO PELO-AS1 PGF PHLDB2 PHOSPHO1 PIM3 PINK1 PLAC9 PLEKHF1 PLOD1 PLS3 PLXDC1 PODXL POLR2L PPIC PPP1R14A PRELP PRKCH PRKCH-AS1 PRND PROCR PROSER2 PRR29 PRRG2 PRSS12 PRSS23-AS1 PRX PTGDR2 PTGIR PTH1R PTMAP5 PTP4A3 PTPRB QPCT RAB11FIP5 RAB13 RAMP2 RASD2 RASIP1 RASL12 RBPMS REM1 RFLNB RGCC RGS3 RGS5 RHOB RHOC RHOD RLN2 RN7SL69P RNU6-1045P ROBO4 RP1 RPL17P21 RPLP0P2 RPS14P4 RPS14P5 RPS26P28 RRAS RUNX3 S100A10 S100A16 S100P S1PR3 S1PR5 SAMM50 SELE SEMA3G SERPINE1 SERPINH1 SERTAD1 SH2D3C SH3TC2 SH3TC2-DT SHANK3 SHC1 SHE SHROOM1 SIGIRR SLC12A7 SLC14A1 SLC16A1 SLC16A12 SLC1A4 SLC22A10 SLC26A2 SLC26A6 SLC2A1 SLC38A11 SLC38A2 SLC38A2-AS1 SLC38A3 SLC38A5 SLC39A10 SLC39A8 SLC3A2 SLC46A3 SLC52A3 SLC5A6 SLC6A12 SLC6A13 SLC7A1 SLC7A11 SLC7A5 SLC7A5P2 SLC9A1 SLCO1A2 SLCO1B1 SLCO2A1 SLFN12L SLFN5 SMAGP SMG1P2 SMG1P3 SMG1P4 SMIM10 SMTN SNAI2 SOX17 SOX18 SOX7 SP6 SPAAR SPARC SPINK8 SRARP SRPX2 ST6GALNAC1 ST6GALNAC4 STARD8 STC2 STOML3 STRA6 SULT1B1 SULT1E1 SYDE1 SYNM TAGLN TAGLN2 TAMALIN TAX1BP3 TBX1 TBX18 TBX2 TBX2-AS1 TBX3 TBXA2R TCEAL8 TCF15 TCF7 TCIM TDGF1 TDRD1 TDRG1 TEAD4 TEK TENT5C TFRC TGFB1I1 TGM2 THBD THSD1 TIE1 TIMP1 TINAGL1 TM4SF1 TM4SF18 TM4SF18-AS1 TMEM125 TMEM204 TMEM37 TMEM45B TMEM88 TMEM92 TNFAIP1 TNFAIP8L1 TNFRSF10A-DT TNFRSF4 TNKS1BP1 TNN TNXB TPT1P15 TRGC1 TRPC6 TSC22D3 TTN TUBB1 TWIST1 UACA UCP1 UNC5B UPB1 USHBP1 VAMP3 VAMP5 VANGL1 VIP VSIG2 VWA1 VWA2 VWF WFS1 WWP1-AS1 WWTR1 WWTR1-AS1 WWTR1-IT1 XIRP2 XPNPEP2 XRCC6P5 ZAP70 ZBTB42 ZNF366 ZNF503 ZNF503-AS2 ZNF792 DESCARTES_FETAL_CEREBRUM_ASTROCYTES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_CEREBRUM_ASTROCYTES ACSBG1 ADAMTS12 ADGB AGT AK7 ALDH1L1-AS2 ANKRD66 AQP4 ARHGEF26 BBOX1 BTBD17 C10orf105 C1QL4 C1orf87 CAPSL CARM1P1 CATIP CCDC198 CD38 CDHR4 CDK6-AS1 CFAP107 CFAP126 CFAP157 CFAP210 CFAP276 CFAP299 CFAP43 CFAP44 CFAP46 CFAP47 CFAP52 CFAP54 CFAP57 CFAP73 CFAP77 CFAP99 CKAP2LP1 CLDN10 CLXN COL22A1 COL27A1 COL2A1 CPXM2 CRNDE CROCC2 CYP26B1 CYP26C1 DAW1 DDO DNAAF1 DNAAF3 DNAH12 DNAH7 DNAH9 DNAI2 DNAI3 DNAI7 DNAJB13 DRC1 DRC7 DTHD1 E2F3P2 EFCAB12 EFEMP1 EFHD2-AS1 EGFR ENSG00000188897 ENSG00000223504 ENSG00000226690 ENSG00000247193 ENSG00000259636 ENSG00000262999 ENTPD2 ESPN ETNPPL FAM166C FAM181A FAM181A-AS1 FAM216B FAM81B FANK1 FAP FEZF1-AS1 FGFR3 FLNC FOXB1 FOXJ1 FREM1 FRMPD2 FST FYB2 GDPD2 GFAP GJB2 GJB6 GLIS3 GMNC GREB1L HHIP HKDC1 HOATZ HOGA1 HS3ST3A1 HSD17B6 IDH2-DT IL33 IL5RA IRX3 IRX5 KCNE5 KIAA2012 KIF19 LGR6 LINC00446 LINC00689 LINC00698 LINC00844 LINC00880 LINC01014 LINC01088 LINC01354 LINC02056 LINC02253 LINC02552 LINC03109 LRIG1 LRRC10B LRRC46 LRRC74B LRRC9 MAP3K19 MKX MORN5 MSTN MSX2 NCKAP5-IT1 NEK2-DT NEK5 NOG OBI1-AS1 ODAD1 OTOG PAX3 PCAT4 PDLIM3 PI15 PI16 PIFO PIH1D2 PIK3C2G PIRT PLA2G5 PLIN5 PPP1R42 PPP1R9A-AS1 PRR18 RFX2 RMDN2-AS1 RNF43 RNY1P5 RPE65 RPL31P54 RPL7AP16 RSPH1 RSPH4A SERPINI2 SHISA3 SIRPB3P SLC13A5 SLC25A48 SLC39A12 SLC47A2 SLC4A4 SNRPF-DT SNX31 SPAG6 SPATA13 SPATA17 SRGNP1 TECTB TEKT1 TEKT4 THBS3-AS1 TMEM190 TNC TNFRSF11B TOGARAM2 TPPP3 TSHR TTC6 TTPA UBXN10 USH1C USP2-AS1 VCAM1 VIPR2 VWA3A VWA3B WARS2-IT1 WDR38 WDR49 WDR93 WFIKKN2 ZBBX ZMYND10 ZNF474 DESCARTES_FETAL_CEREBRUM_EXCITATORY_NEURONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_CEREBRUM_EXCITATORY_NEURONS ABCA15P ALOX15 FABP7P1 FEZF2 GALNT5 GSCAR HMGN1P14 IQCF3 ITPRID1 LINC01435 LINC01965 LINC02232 MPPED1 MTATP6P15 NAV2-AS2 NEUROD2 NPR3 PPEF1 PROKR1 RGS21 SATB2 SLC17A7 SLC26A4 SMIM34 TBR1 DESCARTES_FETAL_CEREBRUM_INHIBITORY_NEURONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_CEREBRUM_INHIBITORY_NEURONS ARX AVP BMP3 BRS3 CCK CENPS-CORT CLRN1-AS1 CRABP1 DLX1 DLX2 DLX5 DLX6 DMBX1 DRD3 FNDC9 GPR6 HMGB1P47 HTR4 ISL1 ISL1-DT KCNA1 LHX8 LINC01210 LINC01305 LINC01324 LINC01830 LINC02487 LRRC52-AS1 MME-AS1 NNMT PAX2 PDYN PTCHD4 RARB RELN RXRG SCGN SHOX SIM1 SLC6A5 SLCO6A1 SP8 SYNPR SYTL5 TAC3 TFAP2B TFAP2D TLE1-DT DESCARTES_FETAL_CEREBRUM_LIMBIC_SYSTEM_NEURONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_CEREBRUM_LIMBIC_SYSTEM_NEURONS BDNF CHRNA2 CPNE4 CRH CRTAC1 DMKN ENSG00000227496 FSHR GLB1L3 HACD1 HPSE2 HSD11B2 LINC00868 LINC01107 LINC01654 LINC01976 LINC02174 LINC02687 NTF3 NTS OPRK1 OVCH2 PROX1-AS1 PTPN3 PYDC2-AS1 RMEL3 RNF220 RPL21P25 SAMD5 SH2D5 SLC17A6-DT SYNE4 SYNPO2 TMEM215 DESCARTES_FETAL_CEREBRUM_MEGAKARYOCYTES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_CEREBRUM_MEGAKARYOCYTES ABCA2 ABCB6 ABCC3 ABRACL ACRBP ADAD2 ADCYAP1 AHR AK9 AKIRIN2 ALOX12 ANGPT1 ANO6 APOA1 ARHGAP6 ARL1 ARMCX5 ARPC1AP4 ASB1 ATG4D ATP2A3 B9D2 BANK1 BAZ1A-AS1 BBC3 BBS12 BEND2 BMAL2-AS1 BTN3A2 C11orf21 C14orf178 C16orf92 C19orf48P C1orf226 C2orf88 CALHM5 CALHM6 CAPN1-AS1 CASC8 CAVIN2 CAVIN2-AS1 CCDC120 CCDC61 CCER2 CCND3 CCNJL CCRL2 CD200R1 CD226 CD55 CD58 CD6 CD69 CD96 CDC6 CDHR1 CDKN2AIP CENPH CENPT CEP20 CEP44 CEP85 CFAP298-TCP10L CFLAR-AS1 CHCHD7 CISH CLDN4 CLEC12A CMAHP CMAS CMTM5 CMTM6 CNST COL6A3 CR1L CSKMT CTNNAL1 CTR9 CTSA CXCL3 CXCL5 CYP1B1-AS1 CYP2T1P DAPP1 DCAF12 DCAF4 DCLRE1A DGKD DHRS12 DIAPH1 DLG4 DMTN DNM3OS DOCK5 DOK2 DPP3-DT DPYD-AS1 DUOX1 DUSP23 DYTN E2F1 EFCAB13-DT EGF EHD3 ELMO1-AS1 ELOVL7 ENDOV ENSG00000239482 ENTPD5 ESS2 EXOC3L4 F11R F13A1 F2RL3 FAM110A FAM167A-AS1 FAM217B FBXW10 FERMT3 FFAR2 FHL2 FLYWCH2 FOLR1 FUNDC1 FXYD5 GABRE GAS2L1 GATA1 GFI1B GGACT GLYATL1 GMPR GP1BA GP6 GP9 GPR137 GPX1 GRAP2 GRM3-AS1 GTF2IP14 GTPBP2 GTPBP6 H1-2 H2AC11 H2AC6 H2BC15 H2BC20P H2BC21 H3C4 HACD4 HAGHL HAUS7 HCP5 HEMGN HEXIM1 HHLA1 HMGB1P41 HSD17B3 HYAL3 ICAM5 IER5L IL21R IL27RA IQGAP2 IRAG1 IRF2BP1 IRS2 ITGA2B ITGB3 IZUMO1 KCNA3 KCNC3 KCNJ4 KEL KIAA0513 KLHL26 KLRD1 L3MBTL2-AS1 LANCL3 LARP6 LAT LCA5 LEFTY1 LGALS12 LGALSL LIG4 LINC00243 LINC00299 LINC00534 LINC00598 LINC00621 LINC00887 LINC00964 LINC00989 LINC01169 LINC01818 LINC02165 LINC02166 LINC02175 LINC02256 LINC02267 LINC02284 LINC02325 LINC02476 LIPC LIPH LRP12 LRRC71 LTBP1 LY6G6F LYL1 MAB21L1 MAP1A MARCHF2 MAX MCTP2 MDM1 MEPCE MFAP3L MFSD2B MFSD4B MIR4453HG MIR548XHG MMRN1 MPIG6B MPND MPP7 MPST MPZL3 MREG MRPL27 MRTO4 MSH2-OT1 MTERF4 MTURN MYL4 MYO18B MYO1H MYO3B MYOM1 MZT1 NAP1L5 NBEAL2 NEK8 NENF NEXN NFATC2IP-AS1 NLRC5 NR5A1 NRGN NT5C3A NUDT16 NUP62CL OCIAD2 OPLAH OR2W3 OR7A5 OR7E14P OXTR P2RX1 PADI4 PCYT2 PDCD6P1 PDCL PDGFA-DT PDGFC PELO-AS1 PF4 PGAM1P8 PHF13 PHF7 PIM1 PIP4P2 PIRAT1 PKHD1L1 PKN3 PLCD4 PLEK PLPP7 PNMA8B POC1B-GALNT4 PPBP PPIF PPP1R35 PPP4R1L PRDM15 PRKAR2B PRR29 PSMB8-AS1 PSTPIP2 PTCD2 PTCRA PTGIR PTGIS QKILA RAB27B RAB37 RAD9A RADIL RAP1B RAP2B RASL11A RASSF7 RBM38 RFK RGS18 RHAG RHCE RHD RHOF RIPOR3 RITA1 RMND1 RN7SL749P RNF141 RNF208 RNF215 RNU6-501P RNY4P19 RORC RPL17P9 RPL21P44 RPL37A-DT RPUSD3 RRP1 RSPH14 RTL5 RUFY1 S100A4 SASS6 SCTR SDC4 SDE2 SDHA SEC14L5 SELP SENCR SERPINE3 SFT2D3 SH3BGRL2 SH3BP5-AS1 SH3BP5L SH3TC2 SIAE SIRT7 SKAP1 SLAMF6 SLC10A3 SLC35G5 SLC39A4 SLC44A3-AS1 SLC50A1 SLC66A1 SMIM12 SMIM15 SMIM5 SNHG6 SNPH SPX SRF ST3GAL4 STK11 STOM STON2 STRADB STX11 SUPV3L1 SYDE2 SYS1-DBNDD2 SYTL4 TAF6 TALDO1 TAP1 TCEANC TECR TENT5C TEPSIN TESPA1 TFAP2E TGFBRAP1 THBS1 THOC2 THOC5 THOC6 TIMM21 TJP2 TLN1 TMEM263 TMEM40 TMEM91 TMSB4Y TNFAIP8 TNFRSF14-AS1 TNFSF4 TNNC2 TOMM34 TREML1 TRIM58 TSC22D4 TSPAN32 TSPAN33 TSPOAP1-AS1 TUBA4A TUBB1 TUBGCP4 UBE2V1P1 UNC13D UROD USF1 VSIG10L WASHC2A WDR24 WFDC10B WNT11 XK ZBTB22 ZFP28 ZNF175 ZNF287 ZNF346 ZNF460-AS1 ZNF468 ZNF582 ZNF689 ZNF770 ZNF792 ZNG1C ZSCAN25 DESCARTES_FETAL_CEREBRUM_MICROGLIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_CEREBRUM_MICROGLIA ABCC13 ACP3 ACSM5 ACY3 ADA2 ADAM28 ADAMTSL4-AS2 ADAP2 ADPGK ADRB2 AIDAP2 AIF1 ALDH1A3-AS1 ALDH3B1 ALOX15B ALPK1 AMPD3 ANXA2R-AS1 AOAH AOAH-IT1 AP1B1 APBB1IP APOBR APOC1 APOC1P1 APOC4 ARHGAP12 ARHGAP15 ARHGAP24 ARHGAP27P1-BPTFP1-KPNA2P3 ARHGAP30 ARHGAP9 ARL11 ARL4AP5 ARL5C ARRB2 ARRDC5 ASTL ATG7 ATP8B4 B3GNT5 B4GALT1 BATF BATF3 BCL2A1 BHLHE41 BIN1 BLNK BLVRB BNC2 BVES BVES-AS1 C12orf75 C19orf38 C1QA C1QC C2 C5AR1 C5AR2 CACNA2D4 CALCB CAPG CARD11 CARD14 CARD9 CASP1 CASP5 CCDC200 CCDC88B CCR1 CCR3 CD163 CD180 CD28 CD300LF CD33 CD37 CD4 CD48 CD5L CD68 CD74 CD83 CD86 CDKN2A CDKN2B-AS1 CEACAM21 CEBPA CEP250-AS1 CEP295NL CH25H CHEK2 CHI3L1 CHIT1 CHORDC1P4 CLEC17A CLEC19A CLEC7A CLEC9A COL6A4P2 COL8A2 CORO1A COX6CP17 CPVL CREG1 CRYBB1 CSF1 CSF1R CSF2RA CSF2RB CSF3R CTSB CTSC CTSS CX3CR1 CXCL16 CYBB CYSLTR1 CYTH4 CYTIP DDX43 DENND1C DENND2D DHRS9 DIAPH2 DOCK2 DOCK4 DOCK8 DOCK8-AS1 DPRXP4 DUSP29 EBI3 EDNRB-AS1 EGR2 EGR3 ELL2 EML4-AS1 ENSG00000228427 ENSG00000230649 ENSG00000249631 ENSG00000249738 ENTPD1 ERMAP ERP27 EVI2B EXPH5 FAM238A FBXO34-AS1 FCAR FCGR1A FCGR1BP FCGR2C FCGR3A FGD2 FGF20 FGL1 FMN1 FMNL1 FOLR2 GAB3 GAL3ST4 GALNT6 GAPT GBGT1 GBP2 GCLC GCNT2 GDPD4 GGTA1 GLDN GLIPR1 GNB4 GNG7 GOT2P7 GPBAR1 GPN3 GPNMB GPR132 GPR183 GPR34 GPR65 GPR84 GPRC5D GSN-AS1 GTSF1 GYPC H2BC18 H2BC4 H2BP2 HAMP HAVCR1 HAVCR2 HCLS1 HFE HGF HISLA HK2 HK3 HLA-DMB HMGA1P4 HMGB1P21 HMOX1 HOMER3-AS1 HPGDS HRH1 HSPA6 IFI30 IGFLR1 IGSF10 IL10 IL12RB1 IL13RA1 IL17RA IL18 IL1A IL1B IL1RN IL6R-AS1 IL7R IPCEF1 IRF4 IRF5 IRF8 ITGAD ITGAL ITGAM ITGAX ITGB2 ITGB2-AS1 KCNJ5-AS1 KCNK13 KIR3DX1 KPNA2P3 LAIR1 LAT2 LGALS3 LGMN LILRA1 LILRA2 LILRA4 LILRA6 LILRB1 LILRB1-AS1 LILRB2 LILRB3 LILRB4 LILRB5 LIMASI LINC-PINT LINC00278 LINC00539 LINC00649 LINC00671 LINC00996 LINC01141 LINC01160 LINC01235 LINC01375 LINC01480 LINC01504 LINC01645 LINC01678 LINC01684 LINC01736 LINC01768 LINC01845 LINC01909 LINC02109 LINC02117 LINC02381 LINC02611 LINC02642 LINC02712 LINC02798 LINC02910 LINC02913 LINC02953 LINC02985 LINC03002 LINC03070 LNCAROD LPCAT2 LPIN2 LRMDA LRRC18 LRRC25 LRRC39 LRRK1 LY75 LY86 LY86-AS1 LY96 LYVE1 LYZ MAF MANBA MAP3K5-AS1 MAST3 MEFV MEP1A MEPE MERTK MGAT4A MILR1 MKNK1 MKNK1-AS1 MNDA MORC1 MPEG1 MR1 MROCKI MRPL42P6 MS4A14 MS4A4A MS4A6A MS4A7 MTAPP2 MYO1A MYO1F MYO1G MYO7A MYOZ2 NAIP NCF1 NCF2 NCF4 NFAM1 NFATC2 NFKBID NINJ1 NLRC4 NPL NPM1P10 OAS1 OSBPL11 OSCAR OSM OTULINL P2RX4 P2RY12 P2RY13 P2RY6 P2RY8 P3H2 PARVG PCED1B-AS1 PCK2 PDCD1 PDCD1LG2 PDE4DIPP3 PDE4DIPP7 PDK4 PDXP-DT PDYN-AS1 PFDN1P1 PIK3AP1 PIK3R5 PLA2G7 PLCG2 PLD1 PLD4 PLVAP PNPT1P1 POM121B PPARG PPP1R2P4 PPT1 PRAM1 PRR13P5 PRRG4 PTER PTPN22 PTPRN2-AS1 RAB20 RAB39A RAB42 RAP1A RASGRP4 RBM47 RCN3 RGL3 RGS1 RIN3 RN7SL138P RN7SL172P RN7SL297P RN7SL368P RN7SL834P RNASE6 RNF149 RNPS1P1 RNU2-63P RNU4-62P RNU5E-1 RNU7-181P RNU7-29P RPA4 RPH3AL-AS1 RPL34P19 RPL7AP42 RPS10-NUDT3 RPS15AP29 RPS23P6 RPS6KA1 RTTN RUNX2 RYR1 S100A1 S100A8 S100A9 S100Z SAMSN1 SASH3 SCIN SELPLG SERPINA1 SERPINB9P1 SERPINF1 SFMBT2 SHISAL2A SIGLEC10 SIGLEC11 SIGLEC14 SIGLEC16 SIGLEC5 SIGLEC8 SIRPB1 SLC11A1 SLC15A3 SLC17A9 SLC25A24P1 SLC28A1 SLC29A3 SLC2A5 SLC37A2 SLC38A4 SLC39A13-AS1 SLC47A1 SLC7A7 SLC9A9-AS1 SLFN11 SLFN13 SMAP2 SMC1B SMIM35 SNORD11 SNORD89 SNRPD2P1 SNX29 SOCS6 SOWAHD SP140 SPATC1 SPI1 SPNS3 SPP1 SPTLC3 ST13P15 ST14 STEAP1B STEAP1B-AS1 STYXL2 SUCNR1 SULT1C2 SYNDIG1 SYT6 SYT9-AS1 TAGAP TASL TBC1D12 TFCP2L1 TFEC TLR1 TLR2 TLR3 TLR4 TLR5 TLR7 TMC8 TMCO4 TMEM106A TMEM144 TMEM156 TMEM273 TMEM52B TMEM86A TMIGD2 TMIGD3 TNFAIP8L2 TNFRSF11A TNFSF13 TNFSF18 TNFSF8 TRAF3IP3 TREM1 TREM2 TRIM22 TRIM34 TRIM50 TRPM2 TRPM2-AS TYMP TYROBP UAP1L1 UNC93B1 VAV1 VSIG4 WDFY4 WFDC8 XACT ZC3H12D ZMYND15 ZNF710 ZNF812P DESCARTES_FETAL_CEREBRUM_OLIGODENDROCYTES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_CEREBRUM_OLIGODENDROCYTES AGMO APOD ASIC4 ASIC4-AS1 ATP13A5-AS1 BCAS1 BMP8B CHAD CHRM3 CHRM3-AS2 CLDN11 COL20A1 DCAF4L2 DMRT2 ENPP6 ENSG00000230615 ENSG00000234173 ENSG00000236494 ENSG00000250284 ERBB3 FA2H FCRLA GAL3ST1 GDF6 GDNF GDNF-AS1 GJB1 GPR17 H1-9P HMX1 KLRC2 KLRC3 KLRC4 KLRC4-KLRK1 KLRK1 KLRK1-AS1 KRT18P10 LHFPL3 LINC00237 LINC01170 LINC01254 LINC01561 LINC02199 LINC02283 LINC02895 LINC03048 MAG MATN1 MIR219A2HG MMP16 MOBP MOG MYRF MYT1 NBEAP2 NKX2-2 NOVA1-DT NR0B1 NT5E OLIG1 OLIG2 PCDH15 PDGFRA PLAAT1 PLPP4 RN7SL795P RNU6-564P RNU6-687P RNU6-994P SCRG1 SOX10 SSTR1 TENT5B TMEM212 TMEM235 TNR TNR-IT1 UGT8 VSX1 ZNF365 DESCARTES_FETAL_CEREBRUM_SKOR2_NPSR1_POSITIVE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_CEREBRUM_SKOR2_NPSR1_POSITIVE_CELLS ABCA17P ADGRL2 AIPL1 API5P2 ARG1 ARHGEF33 ATP2B2-IT1 ATP2B2-IT2 BSPH1 CA8 CALB1 CFTR CHRNA3 COL6A5 COL6A6 CORIN DAB1-AS1 DNAJC5G EBF3 ENSG00000229588 ENSG00000234953 ENSG00000237843 ENSG00000254394 ESRRB FAM153A FAM153CP FGF19 FGF3 FOXP4 FOXP4-AS1 GNAT3 GPC3 HAR1A HS3ST2 HSPA12A IL1RAPL2 ITPR1 KCTD8 KCTD9P2 LIN28AP2 LINC00353 LINC00559 LINC01047 LINC01108 LINC01440 LINC01630 LINC02336 LINC02458 LINGO3 MED28P8 NDNF NGFR NPSR1 PCP4 PDE11A PDE11A-AS1 PDE1C POLR2DP2 POSTN PPP1R2P5 PRMT8 PROP1 PTGER3 RNA5SP51 RNU6-1131P RNU6-1175P RORA RORA-AS2 RSU1P3 SKOR1 SKOR1-AS1 SKOR2 SLC18A3 SPINT1 SPINT1-AS1 ST13P20 SUDS3P1 SYT2 TAF4B TDRD5 TFAP2A TFAP2A-AS1 TRIM54 TRIM60P13 TRPC3 WDR95P WNT16 YBX2P1 ZNF385D ZNF385D-AS2 DESCARTES_FETAL_CEREBRUM_VASCULAR_ENDOTHELIAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_CEREBRUM_VASCULAR_ENDOTHELIAL_CELLS A4GALT AADACP1 ABCA4 ABCA9 ABCB1 ABCC9 ACE ACTA2 ACTN4 ACVRL1 ADA ADCY4 ADGRF5 ADGRF5-AS1 ADGRL4 ADM ADORA2A ADORA2A-AS1 ADORA2B AFAP1L1 AGRN AHNAK ALDH3A1 ALX3 ALX4 ANAPC1P4 ANGPT2 ANGPTL4 ANPEP ANXA1 AOC3 APLN APLNR APOL3 APOL4 ARAP3 ARF6 ARHGAP29 ARHGEF15 ARHGEF35-AS1 ASB9 ATP10A ATP5MC3 ATP8B1 AURKAP2 AVPR1A B3GNTL1P1 BCAM BET1P1 BGN BTNL8 BTNL9 C11orf96 C1QTNF1 C1QTNF12 C1orf115 C1orf54 C20orf202 C2CD4B C4orf3 C8orf58 CALHM2 CAMTA1-IT1 CARD10 CARD8-AS1 CARMN CASP12 CASP4LP CAV1 CAV2 CAVIN1 CAVIN3 CBX2 CCDC141 CCDC3 CCDC85B CCDC86 CCDC86-AS1 CCM2L CCN2 CD109 CD19 CD248 CD27 CD300LG CD320 CD34 CD79B CD93 CDA CDC42EP1 CDC42EP2 CDC42EP5 CDH5 CDH6 CDK2AP2 CDKN2B CETP CFH CFP CGNL1 CLEC11A CLEC14A CLEC1A CLEC2B CLEC3B CLIC2 CLIC5 COBLL1 COL18A1 COL1A2 COL3A1 COL4A1 COL4A2 COL4A2-AS2 COL6A2 COX4I2 CRIP1 CRIP2 CRYBB3 CSAG1 CSTB CTSK CXCL12 CXXC1P1 CYP51A1P2 CYSLTR2 CYYR1 D21S2088E DACT2 DCN DDT DEGS2 DEPP1 DIPK2B DKK1 DLC1 DLL4 DNASE1L3 DOCK6 DPEP1 DSP DSP-AS1 DUSP6 DYSF ECSCR EDN1 EDN3 EDNRA EEF1A1P5 EFNA1 EHD2 EIF3I ELK1 EMCN EML3 ENSG00000223786 ENSG00000233461 ENSG00000235834 ENSG00000258926 ENSG00000269155 EOGT EPAS1 EPHA2 ERG ERVH48-1 ERVMER34-1 ETS1 EVA1B EXOC3L1 F2RL1 F2RL2 FABP4 FAM110D FAM124B FAM162B FAM43A FCHO2-DT FENDRR FGD5 FGR FHL3 FILIP1 FLT4 FLVCR2 FLVCR2-AS1 FMO1 FN1 FOSL2 FOXC1 FOXC2 FOXD1-AS1 FOXF1 FOXF2 FOXF2-DT FOXL1 FOXL2 FOXO4 FOXQ1 FOXS1 FRK FRZB FSTL1 FZD4 FZD6 GATA2 GATA2-AS1 GBP6 GGT5 GIMAP1 GIMAP4 GIMAP6 GIMAP7 GJC2 GPER1 GPR4 GPRC5C GRAP HBA2 HBB HEG1 HELZ2 HEYL HIC1 HID1-AS1 HIGD1B HMCN1 HMGB1P39 HMGN1P13 HRCT1 HSPA12B HSPB1 HSPD1P6 HTR1F HTRA3 HYAL2 ICA1-AS1 ICAM3 ID1 ID3 IFI27 IFI6 IFIT3 IFITM1 IFITM3 IGF2 IGFBP1 IGFBP4 IGFBP7 IL10RB-DT IL17B INS-IGF2 IQSEC3-AS1 ISG15 ISM1 ITGA1 ITGA11 ITGA2-AS1 ITGA4 ITIH5 ITM2A ITPR3 ITPRID2-DT JAG2 JAML JCAD JPH2 KANK3 KANK4 KCNE4 KCNJ2 KCNJ8 KDR KIF26A KLF10 KLF11 KLF2 KLF4 L1TD1 LAMB2 LAMC1 LAMC3 LAYN LCIIAR LDLRAD2 LEF1 LEF1-AS1 LGALS1 LIMS2 LINC00607 LINC00636 LINC00840 LINC00877 LINC01132 LINC01139 LINC01391 LINC01612 LINC01644 LINC02043 LINC02058 LINC02091 LINC02126 LINC02147 LINC02148 LINC02172 LINC02208 LINC02266 LINC02507 LINC02512 LINC02751 LINC02765 LINC02836 LINC02982 LINC03033 LMCD1 LMO2 LMOD3 LRRC32 LRRC55 LSR LTF LUM LURAP1L LYPD3 MAP3K6 MCAM MDP1 MECOM MECOM-AS1 MEDAG MEGF6 MELTF MIR126 MIXL1 MMRN2 MOB2 MOCS1 MPZL2 MRPL17 MSMP MSX1 MT1E MT1F MT1X MT2A MTCO2P12 MUSTN1 MXRA5 MYD88 MYL12-AS1 MYLK2 MYO10 MYOM2 MYZAP NAALADL1 NAMPTP1 NHERF2 NHSL2 NIBAN2 NIP7 NKD2 NKX3-2 NODAL NOP10 NOS3 NOSTRIN NOTCH3 NOTCH4 NPIPB3 NPIPB4 NQO1 NRARP NTRAS NUP153-AS1 OAS2 OAS3 OCEL1 OCLN ODF3L2 OLFML1 OLFML2A OR2A1-AS1 OR51E1 OSMR PART1 PCAT19 PCBD1 PCDH1 PCDH12 PCDH18 PCOLCE PDE6G PDGFRB PGF PHETA2 PHLDA2 PHLDB2 PIM3 PLAC9 PLEK2 PLEKHF1 PLOD1 PLXDC1 PPIC PPM1H PRELID1 PRELP PREX2 PRKCH PRKCH-AS1 PRND PROCR PRX PTGDR2 PTH1R PTPRB QPCT RASAL2-AS1 RASD2 RASL12 RBP1 RBPMS RELA RGCC RGS3 RGS5 RHBDL2 RHOB RHOC RHOD RIN1 RN7SL69P RNU6-880P ROBO4 ROM1 RP1 RPL10AP2 RPL12P4 RPL13P12 RPL17P21 RPL41P2 RPL7P23 RPS14P4 RPS14P5 RPS26P28 RPS28 RPS28P7 RPSAP11 RRAGA RRAS RTL8B RUNX3 S100A10 S100A16 S100P S1PR3 S1PR4 S1PR5 SAMM50 SELE SEMA3G SEPTIN4-AS1 SERPING1 SERPINH1 SH2D3C SH3TC2-DT SHROOM1 SIGIRR SIK1 SIX1 SLC12A7 SLC14A1 SLC16A1 SLC16A4 SLC22A10 SLC2A1 SLC30A1 SLC38A11 SLC38A2-AS1 SLC38A3 SLC39A10 SLC39A8 SLC40A1 SLC51B SLC52A2 SLC52A3 SLC5A4 SLC5A6 SLC6A12 SLC6A13 SLC7A1 SLC7A5 SLC7A5P2 SLCO1A2 SLCO2A1 SLFN12L SLFN5 SMAGP SMG1P2 SMG1P3 SMIM10 SNAI2 SNHG18 SNRPB SOCAR SOCS1 SOCS3 SOX17 SOX18 SOX7 SP6 SPAAR SPARC SPINK8 SPON2 SPTA1 SRARP SRPX2 ST6GALNAC1 ST6GALNAC4 STAP2 STARD8 STC2 STRA6 SULT1B1 SULT1E1 SYDE1 SYNM TAGLN TBX1 TBX15 TBX18 TBX2 TBX2-AS1 TCEAL9 TCF15 TCF7 TCIM TDGF1 TDRD1 TEK TFRC TGM2 THBD THSD1 TIE1 TINAGL1 TM4SF1 TM4SF18 TM4SF18-AS1 TMC4 TMEM141 TMEM176B TMEM200B TMEM204 TMEM37 TMEM45B TMEM88 TMEM92 TNFAIP1 TNFRSF10A-DT TNFRSF4 TNFSF15 TNKS1BP1 TNN TNXB TPT1P15 TRGC1 TRGC2 TTN TWIST1 UACA UBL4B UNC5B USHBP1 VAMP5 VDAC2P5 VEGFC VWA1 VWA2 WASF4P WDR86-AS1 WWTR1 WWTR1-IT1 XPNPEP2 XRCC6P5 ZAP70 ZBTB42 ZNF366 ZNF436 ZNF503 ZNF593OS ZNF703 DESCARTES_FETAL_EYE_AMACRINE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_EYE_AMACRINE_CELLS C1QL2 GABRG1 LGALS13 LINC01222 MCHR2-AS1 MEIS2 NPY OFCC1 RN7SKP76 TFAP2E DESCARTES_FETAL_EYE_ASTROCYTES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_EYE_ASTROCYTES ADAMTS3 ALDH1L1 AQP4 CDC20B CLEC18B CLYBL CST3 CTXND1 DCLK1 EHBP1-AS1 ENSG00000243620 FMO1 FXYD2 GFAP GINS3 HMCN2 KCNJ16 KCNMB2 LINC02231 LINC02935 LMO3 MIDEAS-AS1 MIR4300HG MLC1 NFIA-AS2 NKX6-1 PAX2 PAX5 PAX8 PLAAT5 RBM20 RIMS4 SCRG1 SOX3 TNC TNFRSF11B WIF1 ZIC1 ZIC4 DESCARTES_FETAL_EYE_BIPOLAR_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_EYE_BIPOLAR_CELLS CA10 ENSG00000227863 ENSG00000228566 ENSG00000230392 GABRA5 GABRR1 GABRR3 GLRA1 GNL2P1 GRIK1 GS1-279B7.1 GSG1 HHIP IGSF21 KCNMA1-AS1 KIRREL2 LACTBL1 LINC02821 NETO1 NETO1-DT SERTM1 SSTR2 TACR3 TAFA4 TMEM215 VSX1 ZNF804B ZPBP DESCARTES_FETAL_EYE_CORNEAL_AND_CONJUNCTIVAL_EPITHELIAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_EYE_CORNEAL_AND_CONJUNCTIVAL_EPITHELIAL_CELLS A4GALT ABHD11 ACSM3 ADGRF1 ADIRF ADRB1 AGA AGR2 AGR3 AGTRAP ANKRD35 ANXA1 ANXA3 APOBEC3A AQP3 ASPG ASS1 ATF3 ATP12A B3GNT3 B4GALT5 BBOX1 BCAS1 BIK BSPRY C19orf33 C1orf116 C6orf132 CAPN13 CAPNS2 CCL28 CD55 CD82 CD9 CDKN2A CDKN2B CEACAM6 CFB CHI3L1 CHMP2A CLCF1 CLDN1 CLDN3 CLDN4 CLDN7 CLIC3 CP CRIP1 CX3CL1 CXCL1 CXCL14 CXCL17 CXCL8 CYB561 CYP2F1 CYP4B1 DSC3 DSP EFCAB15P EHF ELF3 ENC1 ENPP5 EPCAM EPPK1 EPS8L1 EPS8L2 ERBB2 ESRP2 EVPL EXPH5 F2RL1 F3 FAM3D FAM83A FAM83H FHL1P1 FOXA1 FXYD3 GABRP GADD45B GALNT4 GBP3 GCNT3 GDF15 GFUS GGT6 GJB2 GPC1-AS1 GPR108 GPR87 GPRC5A GRHL2 H19 H2AJ HDAC11 HEBP2 HOPX IER2 IER3 IER3IP1 IGIP IKZF2 IL1R1 IL1RN IRF2BP1 ITPKC JUNB KCNE3 KCP KIAA1522 KRT13 KRT15 KRT18 KRT19 KRT23 KRT4 KRT5 KRT7 KRT8 LCN2 LGALS3 LINC01019 LINC01484 LIPH LITAF LY6E LYPD2 LYPD3 MACC1 MAFF MAL2 MCL1 MGST1 MHENCR MMEL1 MPZL2 MSLN MUC1 MUC15 MUC16 MUC20 MUC4 MUC5B MYCL MYH14 NANS NDUFA2 NECTIN4 NFKBIA NHERF1 NHP2 NR2F6 NR4A2 PERP PIGR PKP1 PLA2G2A PLAAT4 PLAC8 POLR2J3 PPDPF PPP1R3B PRSS22 PRSS8 PSCA PSD4 RAB11FIP1 RAB25 RARRES1 RASSF7 RHOV RNPEPL1 S100A6 S100A8 S100A9 S100P SCEL SCGB1A1 SCGB3A1 SDC1 SDC4 SDR16C5 SECTM1 SERINC2 SERPINA1 SERPINB1 SERPINB2 SFN SH2D4A SLC16A5 SLC30A4-AS1 SLC34A2 SLC35C1 SLC44A4 SLPI SMIM22 SMIM5 SPATA2 SPINT1 SPINT2 SPRR1B SPRR3 ST14 ST6GALNAC1 STAP2 STARD10 STEAP4 SYT8 SYTL1 SYTL2 SYTL5 TACSTD2 TEX101 TFF3 TINCR TJP3 TLR5 TMC4 TMC5 TMEM184A TMEM191A TMEM30B TMEM54 TMPRSS2 TMPRSS4 TNFSF15 TRIM29 TSPAN1 TSTD1 TTC22 UBXN10 UPK1B UPK2 VAMP8 VSIG2 VTCN1 WFDC2 WFDC21P WNT4 ZDHHC12 ZNF629 ZNF689 ZNF703 ZNF750 DESCARTES_FETAL_EYE_GANGLION_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_EYE_GANGLION_CELLS AKAIN1 B4GALNT1 C1QTNF1-AS1 C4orf50 CEND1 CHRNA6 CHRNB3 CLEC2L DDX50P2 ENSG00000271776 EOMES FNDC9 GAP43 GPR139 GPR149 GRASLND IL12A IL1RL2 INA IRX4 ISLR2 KIF5A LGI3 LINC00348 LINC01014 LINC01606 LINC02118 LINC02217 LINC02505 LRRC73 MTUS2-AS2 NRN1 OBI1-AS1 OPN4 P2RX3 POU4F1 POU4F2 PRPH RAB37 RN7SL164P RPL31P54 SLC17A6 SLC17A6-DT SYNGR3 SYT2 SYT5 TFAP2D TMEM163 TMEM74 TUBBP5 DESCARTES_FETAL_EYE_HORIZONTAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_EYE_HORIZONTAL_CELLS ANKK1 ARHGAP26-IT1 CACNG3 DRD2 ENSG00000259203 ESRRB FRMPD4 IL12A-AS1 LINC02155 LINC02740 LINC02842 MEGF11 MRPL37P1 NDST3 NTRK1 ONECUT1 ONECUT2 ONECUT3 PMFBP1 TMPRSS9 TNR TNR-IT1 DESCARTES_FETAL_EYE_LENS_FIBRE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_EYE_LENS_FIBRE_CELLS ADRA1B ARSI BFSP1 BFSP2 BHMT BIRC7 CAMK2A CAPRIN2 CARD14 CCDC169 CERK CHRNA2 COL4A6 CRMA CRYAA CRYBA1 CRYBA2 CRYBA4 CRYBB1 CRYBB2 CRYBB3 CRYGA CRYGB CRYGC CRYGD CRYGEP CRYGS DNMBP DRG1P2 EFCAB8 ENSG00000251314 F12 FBXL21P GACAT3 GJA3 GJA8 GSS HIF1A-AS3 HMSD HSPA6 HTR1E KMO LCTL LGSN LIM2 LINC00519 LINC01170 LINC01339 LINC01440 LINC01885 LINC02024 LINC02160 LINC02367 LINC02413 LINC02624 LINC02698 LINC02763 LINC03051 LNPK LSAMP MBOAT1 ME1 MED12L MIP MIR193BHG MIR583HG MYO18A NEURL2 NOCT NREP-AS1 P3H2-AS1 PALM2AKAP2 PIP5KL1 PITHD1 PITX3 PLEKHG7 RAB39A RMST RNU5E-8P RSPO4 SLC24A2 SLC27A6 SORD SOX1 SQOR TDH TIMELESS TMEM114 TRPM8 UPP1 VIT WNT7A ZNF778-DT DESCARTES_FETAL_EYE_MICROGLIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_EYE_MICROGLIA ADAM28 ADAP2 ADCY7 AOAH APBB1IP ARHGAP15 ARHGAP22 ARHGAP25 ARHGAP30 ATP8B4 AZIN2 BANK1 C1QA C1QB C1QC CARD11 CCDC26 CCL2 CD14 CD163L1 CD247 CD37 CD74 CD83 CD84 CDCA5 CLEC7A CLPB CRAT37 CSF1R CSF2RA CSF3R CX3CR1 CYBB CYSLTR1 CYTH4 DOCK11 DOCK2 DOCK8 EFCAB14-AS1 EGR3 ELF4 F13A1 FBP1 FGD2 FGD3 FMNL1 FYB1 GAL3ST4 GAS6-AS1 GLIPR1 GMIP GPR183 GPR34 HCK HLA-DMA HLA-DPA1 HLA-DRA HLA-DRB1 HPGDS IKZF1 IL10RA IL6R INPP5D IPCEF1 IRAG2 IRF8 ITGAL ITGAM ITGB2 ITPR2 JAK2 KBTBD8 KCNK13 KLRK1-AS1 LAPTM5 LAT2 LCP1 LGMN LINC02642 LINC02712 LINC02798 LPCAT2 LRRC43 LRRK1 LY86 LYVE1 MAST3 MERTK MIOS MKNK1 MS4A6A MS4A7 MYO1F NAIP NCF2 NCKAP1L NRROS OLR1 P2RY12 PIK3AP1 PIK3R5 PLD4 PLEK PLK3 PRAM1 PTAFR PTPN22 PTPRC RAB20 RASGEF1C RELL2 RGS1 RHBDF2 RHOH RNASET2 RUNX1 RUNX2 S100Z SCIN SIGLEC10 SKAP1 SLC7A7 SLC9A9 SLCO2B1 SMAP2 SMIM35 SP140 SPI1 SPN SPP1 SRGAP2C ST6GAL1 STAB1 TBXAS1 TFEC TIGD4 TLR2 TMEM106A TMEM144 TRAF3IP3 TRMT44 TRPM2 TSPOAP1-AS1 TXK VAV1 VSIG4 WDFY4 WHAMMP4 XACT YES1P1 ZFYVE19 DESCARTES_FETAL_EYE_PDE11A_FAM19A2_POSITIVE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_EYE_PDE11A_FAM19A2_POSITIVE_CELLS ADAMTS16-DT ANKRD20A4P ANKRD20A8P CHAT ENSG00000188897 ENSG00000262999 FAM163A FEZF1-AS1 FRMD7 GABRD HDC ISL1-DT ITPKA LTK PDE11A PRLR RBFOX1 RELN RGS4 RGS5 RNU6-457P RNU7-99P SLC10A4 SLC18A3 SLC26A5-AS1 SLC5A7 SOX2-OT SYT6 TAFA2 DESCARTES_FETAL_EYE_PHOTORECEPTOR_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_EYE_PHOTORECEPTOR_CELLS ATP6V0D2 C7orf33 CDHR1 CERKL CHRNB4 CNGB1 COX5BP2 DRGX EGFLAM EGFLAM-AS1 ENSG00000263574 EYS GNAT1 GNAT2 GPC5 GPC5-IT1 HOTAIRM1 HTR1F IMPG1 IMPG2 KCNV2 KDM4A-AS1 LGALS9DP LINC00457 LINC00463 LINC00575 LINC01053 LINC01915 LINC02058 LINC02932 LINC03062 LRIT2 MAK MPP4 MPPED2-AS1 MTATP6P15 MTCO1P15 MTCO2P15 MTND1P36 NPTX1 OLAH PCAT4 PDC PRICKLE2-AS1 PRICKLE2-AS2 RPGRIP1 RPL18P11 RPL30P7 SAMD7 SNORA75 SSTR5-AS1 ST3GAL3-AS1 SUSD2 TERT TMEM244 UNCX USH2A DESCARTES_FETAL_EYE_RETINAL_PIGMENT_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_EYE_RETINAL_PIGMENT_CELLS ACOT11 ADAD2 ADRA2C ADTRP ATP6V1C2 BCO1 BEST1 BMP6 CCBE1 CCDC33 CLDN19 CNBD1 CNDP1 COL8A1 CRISPLD1 DCDC2 ELOVL7 ENPP2 ENSG00000251076 ENSG00000255746 ERMN FAM83B FRZB FYB2 GEM HORMAD2 INPP5K ITGAV KCNQ4 LIN28B-AS1 LINC00276 LINC00355 LINC00645 LINC00670 LINC01239 LMNTD1 LRAT MFRP MROH7 MYOCD MYRF NPFFR1 OR51E2 PAFAH1B2P2 PCAT1 PFKFB2 PGR PLD5 PLGLA PRDM16 PRDM16-DT PRKCQ PRKCQ-AS1 PRODH PTGDS RASSF6 RGR RLBP1 RPE65 SFRP5 SLC16A8 SLC22A8 SLC26A7 SLC38A11 SLC39A12 SLC45A2 SLC6A12 SLC6A13 SLC6A20 SMG1P6 STRIP2 TLCD4 TMEM235 TMEM72 TMEM98 TRPC4 TTR VAT1L VEPH1 DESCARTES_FETAL_EYE_RETINAL_PROGENITORS_AND_MULLER_GLIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_EYE_RETINAL_PROGENITORS_AND_MULLER_GLIA ADGB C10orf88B CASC17 CDC25C CLVS1 DEPDC1-AS1 DNAH11 FAM72A FOXN4 GABRG3 GDPD2 L1TD1 MYB NEIL3 OPTC PCYT1B DESCARTES_FETAL_EYE_SKELETAL_MUSCLE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_EYE_SKELETAL_MUSCLE_CELLS ACTA1 ACTC1 ACTN2 ADAM7-AS1 ADAM7-AS2 ADAMTS8 ADPRHL1 AGL AK1 ALX4 APOBEC2 ASB5 ATP1B4 ATP2A1 BAK1 BOK C4orf46 CACNA1S CACNG1 CACNG6 CARNS1 CASQ2 CAV3 CAVIN4 CDH13-AS2 CDH15 CFL2 CHRNA1 CHRNB1 CHRND CKM CMYA5 CORO6 COX6A2 COX7A1 CSRP3 DES DNAJB5 DOK7 DUSP13 DUSP26 EGF EIF1AY EIF5-DT EME1 ENO3 ENSG00000231918 ENSG00000234352 FABP3 FBXO32 FITM1 FLNC FSD2 FZD10 GADL1 GAL3ST1 GAMT GPC4 H2BC21 HJV HSPB2 HSPB6 HSPB7 IL17B IL32 ITGB6 KCNE5 KLHL21 KLHL31 KLHL41 LAMTOR5 LANCL1-AS1 LDB3 LINC00616 LINC01405 LINC01479 LINC01497 LINC02308 LMOD3 LRRC38 LRRC52-AS1 LSMEM2 MAMSTR MB MEG9 MIR133A1HG MLIP MRLN MYBPC1 MYBPH MYF6 MYH15 MYH2 MYH3 MYH7 MYH8 MYL1 MYL11 MYL2 MYL3 MYL4 MYL6B MYOD1 MYOG MYOM1 MYOM2 MYOM3 MYOT MYOZ2 MYREM NEB NES NEXN NMRK2 NPM3 NPSR1-AS1 PACSIN3 PEG10 PLK5 POLR1F PPP1R3A PPP2R3B PRKACA RAMP1 RAPSN RFPL2 RUNDC3A-AS1 SATB2-AS1 SBDS SGCA SLN SMPX SMTNL2 SMYD1 SRL SRPK3 STAC3 STARD13-IT1 STUM STYXL2 SYNPO2L TBX1 TCEAL7 TCEANC2 TMEM182 TMEM38A TNNC1 TNNC2 TNNI1 TNNI2 TNNT1 TNNT2 TNNT3 TPM1 TPM2 TRDN TRIB3 TRIM32 TRIM54 TRIM55 TRIM72 TRPC6 TTN TTN-AS1 TXLNB UNC45B VGLL3 XIRP1 XIRP2 ZNF593 DESCARTES_FETAL_EYE_SMOOTH_MUSCLE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_EYE_SMOOTH_MUSCLE_CELLS ABCB5 ANKRD33 AP1S3 AP5Z1 ARHGAP6 ARID5B ASPA BMP5 BORCS7-ASMT C11orf96 C12orf76 CABLES1 CBLN1 CDH19 CDNF CECR3 COL24A1 COQ3 CPEB2 CRYL1 DEDD DERL3 DLGAP1-AS1 DNAI3 ETNK2 FOXRED2 FUZ GINS2 GLMP HPSE2 ITGA2-AS1 KCNAB2 KIT LAT LINC00113 LINC01762 LINC03000 LRRC47 MARF1 METTL9 MLANA MME MPZ MYO5A NAMA NUDT16L1 P2RX7 PABIR1 PAMR1 PAX3 PNMA3 PPP2R5A PRKG2 PYY2 RAB13 RAB38 RPL17P9 SEC16B SLC12A4 SLC22A18 SLC35D2 SNHG1 SNHG8 SPIN4 SPRING1 SRRM2-AS1 STK32A TCEA1 TESK1 TEX21P TEX41 TRPM6 TYRP1 UNC119B VMA21 ZNF384 ZNF665 DESCARTES_FETAL_EYE_STROMAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_EYE_STROMAL_CELLS ADAM33 ADAMTS2 ADAMTS4 ADAMTS5 ADAMTSL4 ADGRG2 ALX3 ASPN C1QTNF7 C1R CA12 CHRD COL12A1 COL14A1 COL1A1 COL1A2 COL3A1 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 COL6A6 CREB3L1 CTHRC1 CXCL12 DCN DKK2 DPT EDNRA EGFL6 EMILIN1 EMILIN3 EMX2 EMX2OS EVA1CP4 FBN1 FGF18 FMOD FN1 FNDC1 IGFBP6 IGSF10 IL11RA INHBA ISLR ITGB3 ITGBL1 KDELR3 LINC02511 LMX1B LOX LTBP4 LUM MATN4 MEDAG MFAP5 MGP MIR1245A MMP19 MXRA5 NDNF OGN OLFML1 OMD PCDH18 PCOLCE PDGFRL PENK PI16 PODN POSTN PRRX2 PTHLH RNASE4 SCARA5 SELENOM SFRP2 SLC6A2 SOCS1 SPARC SULT1E1 THBS1 THBS2 TMEM200B TNFAIP6 TNFSF9 TRABD2B TWIST1 TWIST2 VASN DESCARTES_FETAL_EYE_VASCULAR_ENDOTHELIAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_EYE_VASCULAR_ENDOTHELIAL_CELLS ABCB1 ABCG2 ACVRL1 ADCY4 ADGRF5 ADGRL4 ADORA2A-AS1 ALPL APLNR APOL3 ARHGAP29 ARHGEF15 ARL15 ATG9B BEND4 BTNL8 CALCRL CAVIN2 CCM2L CDH5 CETP CLDN5 CLEC14A CLEC1A CYP26B1 DIPK2B DUSP6 ECSCR EGFL7 ELK3 ENG EPAS1 ERG FAM124B FGD5 FLT1 FLT4 GGT5 GIMAP1 GIMAP4 GOLGA8M HAPLN1 HAPLN3 ICAM2 IHH KANK3 LINC02147 LINC03033 LRRC32 LXN MLKL MPL MYCT1 NOS3 NOTCH4 PCAT19 PDE2A PKD1L1 PLVAP PLXND1 PODXL PPP1R14A PRKCH QRFPR RAMP2 RAMP3 RASIP1 RGCC ROBO4 RXFP1 S1PR1 SELP SEMA3G SHANK3 SMAD7 SOX18 SOX7 ST8SIA6 STARD8 TAMALIN TCIM TEK THSD1 TIE1 TINAGL1 TM4SF18 UPB1 USHBP1 VASH1 VWF ZNF366 DESCARTES_FETAL_HEART_CARDIOMYOCYTES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_HEART_CARDIOMYOCYTES BMP10 BVES-AS1 CSNK1A1P1 ENSG00000232939 EPN3 FABP2 HHATL HRAT17 LINC02248 MYPN PDE4DIPP1 PRSS42P RNA5SP327 UGT2B4 DESCARTES_FETAL_HEART_CLC_IL5RA_POSITIVE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_HEART_CLC_IL5RA_POSITIVE_CELLS C9 CERKL CLC CTDSPL2-DT DAND5 DBP DUOXA2 ENSG00000268650 FAM209A GLIS1 IL5RA LINC00407 LINC01629 LINC01681 LRRIQ3 MAN1A2P1 MINAR2 MS4A3 PDE6G PITRM1-AS1 PRG2 RGS2 S100A1 SLC6A7 TNMD ZC2HC1C DESCARTES_FETAL_HEART_ELF3_AGBL2_POSITIVE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_HEART_ELF3_AGBL2_POSITIVE_CELLS AGBL2 AGR2 ANKRD2 CAPS CFAP276 CFAP57 CFAP95 CLIC6 CLXN CP CRLF1 CYP2W1 DEGS2 DNAH3 DNAH5 DNAH9 EFCAB12 ELF3 ENSG00000231119 FAM216B FOXJ1 IL20RA LINC01405 LINC01801 LINC02455 LINC02660 MS4A8 MUC1 PIFO PIH1D2 RPL10P9 RSPH1 RXYLT1-AS1 SAXO2 SCGB1A1 SCGB3A2 SFTPB SFTPC SIX1 SLC44A4 TACSTD2 TMC5 TTC23L WIF1 ZBBX ZMYND10 DESCARTES_FETAL_HEART_ENDOCARDIAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_HEART_ENDOCARDIAL_CELLS ANGPTL5 APCDD1 APCDD1L CA12 CDH11 CGNL1 CPXM2 FAM3D FOXC1 HAPLN1 HMCN1 HS3ST1 INHBA ITGA8 LEPR LINC01099 LINC01320 LINC01497 LINC01896 LINC02261 LRATD1 LYPD2 MPZL2 NPPC PDE3A-AS1 PWWP3B QSOX1 RASSF10-DT SALL1 SALL3 SLC6A4 SLCO2A1 SMOC1 SOST ST6GALNAC1 TMEM100 TMEM132C WNT9B DESCARTES_FETAL_HEART_EPICARDIAL_FAT_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_HEART_EPICARDIAL_FAT_CELLS ABCA12 ADAMTS3 ALKAL2 ATP7B BDKRB1 BNC1 C1QL1 C1orf53 C21orf62 C3 CA9 CARNS1 CBLN2 CCNYL1 CDH3 CDON CERS3-AS1 CFB CFTR CHAC1 CLDN1 CPA4 CPB1 CRB2 CST6 DAW1 ECRG4 EFEMP1 ENSG00000268686 EPGN EPS8L1 FAM110C FAM83A FMO1 FSHR FYB2 GADL1 GFPT2 GRB7 GSDMA GSG1L HAS1 HSD17B6 IGFBP5 IGHG4 ITLN1 KCTD4 KCTD8 KLK11 KLK5 KLK7 KREMEN2 KRT5 KRT7 LINC00922 LINC01018 LINC01239 LINC01266 LINC01638 LINC02331 LINC02643 LOC283299 LRAT LRP2 LRRN4 MAL2 MIR31HG MKRN9P MKX MPPED2-AS1 MSLN MYRF NEU4 NHERF4 NMU NPHS1 NRG4 NXNL2 PDZK1IP1 PDZRN4 PHYHIP PLA2G2A PLEKHH2 PPP4R4 PRG4 PRR15 PRR15-DT PTPRQ RAET1E RARRES1 RHPN2 RSPO1 SBSPON SCEL SFRP5 SIM1 SLC4A4 SLC7A4 SLPI SPRR2B SPRR2F TGM1 TNFRSF11B TNFRSF8 TRHDE-AS1 UBXN10 UPK1B UPK3B WNT2B WT1 ZFP42 DESCARTES_FETAL_HEART_ERYTHROBLASTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_HEART_ERYTHROBLASTS AARS1 ABCB7 ABCD2 ABCF1 ABCG2 ACAD11 ACSS1 ADIPOR2 AIDA AKR1A1 ALAS2 AMFR ANKRD49 AP1M1 APEH APMAP ARMC2 ARMH1 ARRDC4 ASCC2 ASL ASPHD1 ATP9B BAP1 BCL10 BCORL1 BLVRB BRCA2 BRI3BP BTBD6 BUD13 C11orf54 C6orf132 C6orf47 C7orf50 CAB39L CAT CD40 CDK1 CDK5RAP1 CDT1 CENPJ CENPW CEP295 CHASERR CHCHD6 CLGN CLK4 CLTC CNGA1 CPOX CRB1 DBNL DCP1B DDX39A DDX39B DDX3Y DEAF1 DGCR6L DHX35 DHX40 DRAM1 DYNLT2B EIF1AD EIF2B1 EIF3B EIF4A2 EMC4 ENPP4 EPB42 EPDR1 ERGIC3 ERMAP ESCO1 ETFDH EXPH5 FAM178B FAM210A FARSA FBXW4 FCHO1 FKTN FTL FUT10 GATD1-DT GCC2 GET4 GIMAP2 GLRX5 GON7 GPS2 GRK6 GRWD1 GSDMD GSPT2 GSTO2 GYPC HBA1 HBA2 HBG1 HBG2 HBM HBP1 HDGF HERPUD2 HIC2 HINT2 HMGA1 HMGN1 HSP90AA1 HTATIP2 INTS3 KATNA1 KATNBL1 KDM1B KIFC1 KLC4 KLHL28 KRIT1 L3MBTL1 LCLAT1 LEMD3 LINC02100 LINC02762 LRRC47 LYPLAL1 MACROD1 MAN2B1 MCUR1 ME3 MED1 METAP2 METTL2A MIDEAS MRPL22 MTBP MTCO2P12 MTHFD2 MTIF3 MTMR8 MXI1 NAA10 NAE1 NAT10 NAXE NCAPG2 NEIL3 NHP2 NIFK NIP7 NOB1 NPRL3 NRSN2-AS1 NXT1 OARD1 OAT OR2L13 ORC2 ORMDL1 P2RX6 PAIP1 PCK2 PDZD8 PGGHG PGLS PI4K2B PIEZO1 PIK3IP1 PLAA PLEKHG2 PMM2 PMPCB POGLUT2 POLR1A POLR1E POLR2H POLR3B POM121 POP4 PPIL1 PPP1R9B PRC1 PRELID3B PRIM1 PRIM2 PRKAB1 PRPS2 PTPA RAD54L2 RB1CC1 RBM27 RBM33-DT RFXANK RHCE RNF123 ROGDI RPIA RPL22L1 RPL3 RRP1B RSRC2 S100P SCLY SDE2 SELENOF SELENOH SENP1 SERTAD2 SKA1 SLC18B1 SLC22A4 SLC2A1 SLC35A2 SLC35C2 SLC38A7 SLC46A1 SLC66A2 SLC7A11 SMARCD2 SMC2 SMPDL3B SMS SNHG25 SNHG5 SNHG7 SNHG8 SNRPA SPG21 SPOUT1 SPPL2B SPTY2D1 SRFBP1 SRSF1 STK11IP STK26 STMP1 STX16 SULT1A1 SYF2 TAF6L TARBP1 TBC1D10C TBC1D24 TBK1 TCHP TESC TIMELESS TJAP1 TM2D3 TMCC2 TMED8 TMEM161A TMEM238 TNFRSF10A TOX4 TRAK2 TRAM2 TRIM22 TRIM47 TRIM52 TRIP10 TRMU TXLNGY UBE3D UBQLN1 USP38 USP6NL UVSSA WDTC1 WRNIP1 ZC3H11A ZDHHC7 ZIC2 ZMIZ2 ZNF141 ZNF143 ZNF496 ZNF530 ZNF583 ZNF629 ZNF714 ZNF90 ZSWIM4 DESCARTES_FETAL_HEART_LYMPHATIC_ENDOTHELIAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_HEART_LYMPHATIC_ENDOTHELIAL_CELLS ABCA4 ADD3-AS1 ADGRG3 ANKRD36BP2 C20orf204 C6orf141 CCL21 CMKLR2 CNTNAP3B EFCC1 FLT4 FZD10 GPR146 GPR182 HOXD10 HOXD4 HOXD8 HOXD9 LINC00636 LINC01117 LINC01558 LINC02147 LINC02840 LINC02880 MFSD4A MPP7 NTS P4HA3 PARD6G PGM5-AS1 PIK3C2G PROX1 PROX1-AS1 PTX3 SLC38A4 SPHK1 STAB2 TBX1 TFF3 TMEM252-DT TNFAIP8L3 TSPAN8 TSPEAR ZNF24TR DESCARTES_FETAL_HEART_LYMPHOID_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_HEART_LYMPHOID_CELLS ACAP1 BLK CARD11 CCR7 CD160 CD19 CD27 CD3D CD3G CD5 CD52 CD7 CD79B CD8B CD96 CDKN2A CHI3L2 CR2 CRTAM CST7 CXCR3 CXCR6 ENSG00000224610 ENSG00000227863 FCMR FCRL1 FCRL2 FCRL3 FCRL5 FCRLA FLT3LG FOXP3 GBP2 GNLY GPA33 GPR171 GVINP1 GZMA GZMB GZMH GZMK GZMM HRG-AS1 ICOS IFNG-AS1 IGKC IGLL1 IKZF3 IL18RAP IL2RB ISG20 ITK JCHAIN KLRB1 KLRC1 KLRC2 KLRC4-KLRK1 KLRF1 KLRK1 LCK LEF1-AS1 LINC00426 LINC00861 LINC01215 LINC01222 LINC01891 LINC01934 LINC02325 LINC02397 LINC02481 LTA LY9 MATK MEAK7 MS4A1 NCR1 NCR3 NKG7 PAX5 PDCD1 POU2AF1 PRF1 PTPRCAP RAB25 RASGRP1 SAMD3 SCML4 SELL SEPTIN1 SH2D1A SH2D1B SHISAL2A SIRPG SIT1 SKAP1 SLAMF1 SLAMF6 TBX21 TCF7 TCL1A THEMIS TIGIT TMIGD2 TNFRSF13B TNFSF11 TNIP3 TRAT1 TRBC2 UBASH3A VPREB1 VPREB3 XCL1 ZAP70 DESCARTES_FETAL_HEART_MEGAKARYOCYTES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_HEART_MEGAKARYOCYTES ABCB11 ABCC3 ACRBP ADCYAP1 ALOX12 AQP10 BEND2 CA2 CISH CLEC1B CMTM2 CNST CPA3 CXCL5 CXCR2P1 DCLRE1A EFCAB13-DT EGF ELOVL7 ENSG00000233968 ENSG00000255367 ENTHD1 EREG F2RL3 FERMT3 GATA1 GFI1B GP1BA GP5 GP6 GP9 H2AC6 H2BC11 H2BC12 H2BC5 HBD HEMGN HGD HPSE INHBA-AS1 ITGA2B ITGB3 KCNK17 KIT LCN2 LEFTY1 LGALSL LINC00534 LINC01140 LINC02284 LINC02506 LINC02752 LIPH LY6G6F LY6G6F-LY6G6D LYL1 MDM1 MED12L MFAP3L MFSD2B MPIG6B MPL MPP1 MYO3B NEXN-AS1 NFE2 NRGN NT5C3A P2RX1 PADI4 PAQR5 PF4 PIRAT1 PLEK PPBP PRKAR2B-AS1 PSTPIP2 PTCRA PTH2R RAB27B RCCD1-AS1 RGS18 RHAG RHD RPS3AP34 RUFY1 SERPINE1 SLC2A3 SLC35D3 SLC37A1 SMIM24 SPATA16 SRC SYTL4 TAL1 THBS1 TMEM72 TMEM91 TNFRSF14-AS1 TNFSF4 TPSAB1 TPSB2 TREML1 TRIM58 TSPAN32 TUBA4A TUBA8 TUBB1 VWA5A XK ZNF778 DESCARTES_FETAL_HEART_MYELOID_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_HEART_MYELOID_CELLS ACP3 ADAM28 ANO7L1 AZU1 C19orf38 C1QA C1QB C1QC C3AR1 C5AR1 CCDC26 CCL22 CCR1 CCR2 CD14 CD163 CD163L1 CD1D CD1E CD209 CD300LF CD74 CD86 CIITA CLEC10A CLEC4A CLEC4F CLEC4GP1 CLEC5A CLEC7A CLEC9A CSF1R CSF2RA CSTA CYBB CYP2S1 DEFA3 EBI3 EGR2 ENSG00000231873 FCN1 FGD2 FGL1 FLT3 FPR1 GPR34 HCK HK3 HLA-DMB HLA-DPA1 HLA-DQA1 HLA-DQA2 HLA-DRA HLA-DRB1 HLA-DRB5 HLA-DRB6 IDO2 IGSF6 IL1R2 IL1RN IRF8 ITGAX JAML LGMN LILRA1 LILRB1 LILRB3 LILRB4 LILRB5 LINC00278 LINC00996 LINC01094 LINC01605 LINC02712 LINC03070 LRRC25 LRRK1 LYZ MARCO MMP9 MNDA MPEG1 MPO MS4A14 MS4A4A MS4A4E MS4A6A MS4A7 MYCL NAPSB NCF2 NFAM1 NLRC4 NOD2 NRIR OSCAR P2RY13 P2RY6 PADI2 PDCD1LG2 PILRA PLA2G7 PLB1 PLD4 PRTN3 RBM47 RBPJ S100A8 SCIMP SIGLEC1 SIGLEC11 SIGLEC14 SIRPB1 SIRPB2 SLAMF8 SLC11A1 SLC24A4 SLC37A2 SLC38A6 SLCO2B1 SMIM35 SOWAHD SPI1 SPNS3 SPP1 TIMD4 TLR2 TLR7 TLR8 TMEM106A TREM2 TYROBP UPK3A VSIG4 WFDC21P XCR1 DESCARTES_FETAL_HEART_SATB2_LRRC7_POSITIVE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_HEART_SATB2_LRRC7_POSITIVE_CELLS ADCY1 ADGRB2 ANO4 ARPP21 ATP2B2 B3GAT1 BASP1-AS1 BHLHE22 C8orf34 CACNA1A CACNA1E CACNA1I CACNG8 CADM2 CALN1 CAMKV CCBE1 CCER2 CDH4 CSMD1 CSMD2 CSMD3 DAB1 DISP3 DLX6-AS1 DOK5 DPP10 DRAXIN FABP7 FAT3 FEZF2 FOXG1 FUT9 GABBR2 GABRG1 GABRG3 GLRA2 GPR12 GPR85 GRIN2B GRM1 GRM2 GRM3 GRM5 HES6 HS3ST4 IGDCC3 KAZN KCNC2 KCNV1 KHDRBS2-OT1 KIAA0319 KLHL1 LAMB2P1 LHX2 LINC00461 LINC01102 LINC01122 LINC01551 LINC01965 LINC02060 LINC02389 LMO3 LRP1B LRRTM2 LYPD6B MACROD2-IT1 MIR124-1HG MIR124-2HG MIR9-1HG MIR9-3HG MPPED1 MSRA NCAN NELL2 NEUROD1 NEUROD2 NEUROD6 NEUROG2-AS1 NKAIN2 NTM NTSR1 NXPH3 PANTR1 PCDH11X PCDH11Y PHF21B PI4KAP2 PLPPR1 PLPPR5-AS1 POU3F2 POU3F3 PTPRD RAPGEFL1 RN7SL481P RORB SATB2 SATB2-AS1 SCD5 SCRT2 SEZ6 SH3GL2 SHISAL1 SLC4A10 SLC6A11 SLIT1 SOX11 SYT6 TAFA1 TBR1 TMEM158 TOX3 TRPC5 UNC5D VSTM2B-DT ZBTB18 DESCARTES_FETAL_HEART_SCHWANN_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_HEART_SCHWANN_CELLS ALDH1A1 ALDH1A3 ANGPTL7 ARSL ARTN ASPA ATP10B BMP8B CARMAL CDH19 CFAP61 CHST9 CLDN14 CNMD COL20A1 COL22A1 COL28A1 COL2A1 CTXND1 ERBB3 FOXD3 GFRA3 GINS3 GPR17 GRAMD2A HSPB2-C11orf52 INSC ITIH5 KCNJ10 LGI4 LINC00327 LINC00466 LINC01198 LINC01339 LINC01505 LINC01608 LINC02698 MAG MEGF10 METRN MIA MIR663AHG MMD2 MPZ MYOT NLGN3 NR4A2 OLFML2A PLEKHA4 PLP1 PLXNB3 PMP2 PP7080 PRIMA1 RHEBL1 RXRG S100B SHC4 SOX10 ST3GAL6-AS1 ST6GALNAC2 TENM3 TENM3-AS1 TFAP2A TSPAN11 XKR4 ZNF536 DESCARTES_FETAL_HEART_SMOOTH_MUSCLE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_HEART_SMOOTH_MUSCLE_CELLS ABCC9 ACTA2 ACTA2-AS1 ACTG2 ADRA1D AGT AOC3 APOL5 ARHGEF17 BCAS3-AS1 C11orf96 CACNA1S CARMN CCDC190 COX4I2 CYGB ENPEP ERRFI1-DT FOXL1 FOXS1 GPR20 HCG22 HIGD1B ILDR1 KCNAB1 KCNJ8 LGR6 LINC02237 LMOD1 MDFIC2 MYH11 MYO3A NDUFA4L2 NOTCH3 OR51E1 PDE4C PDGFRB PELO-AS1 PLA2G5 RGS16 RGS5-AS1 SEMA5B SEPTIN4-AS1 SULT1E1 TAGLN TBX2-AS1 THBS4 TMEM74B DESCARTES_FETAL_HEART_STROMAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_HEART_STROMAL_CELLS ABCA10 ABCA9 ADAMTS19 ADAMTS2 AGTR2 ANGPTL1 ANGPTL6 C1QTNF12 CCL11 CCN3 CILP COL1A1 COL1A2 DCN DPT EMILIN3 FBLN1 GPC3 HTRA3 ISLR LPAR4 LUM MFAP5 NPTX2 NRK PCOLCE PDGFRA PRELP PTN RTL3 SCARA5 SERPINF1 TARID TCF21 DESCARTES_FETAL_HEART_VASCULAR_ENDOTHELIAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_HEART_VASCULAR_ENDOTHELIAL_CELLS APLN APLNR BTNL9 C1QTNF9 CA4 CD300LG CLRN1-AS1 DLL4 DYNLT5 ENSG00000233251 ENSG00000243273 ESM1 GUCY1B2 LINC01594 LRRC77P MADCAM1 OPN5 PKD1L1 PRND QRFPR SELE SLC9C1 TCF4-AS1 TM4SF18 TMC1 DESCARTES_FETAL_HEART_VISCERAL_NEURONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_HEART_VISCERAL_NEURONS ACHE ASTN2 C14orf132 C14orf39 CA10 CAMK2N2 CHGB CHRM1 CHRNA3 CHRNA7 CHRNB4 CNTN5 CPEB1 DBH DDC ECEL1 ELAVL2 ELAVL4 EML5 ENSG00000260917 EYA4 FAM163A FAM167A FGF14-IT1 FNDC9 FST GAL GALR1 GATA3-AS1 GNG4 GRM8 HCN2 ISL1 ISL1-DT KCNH1 KCNK12 KCNK3 KCTD16 LGI3 LINC01250 LINC01561 LINC02691 LINC03000 MAB21L1 MAB21L2 MYT1 NECAB2 NEFH NPM2 NPY2R NXPH1 OPRM1 PCBP3 PHOX2A PHOX2B PHOX2B-AS1 PHYHIPL PIANP PIRT PLPP4 PRPH PRUNE2 PTPRR RAB39B RAB3B RAB3C RGS4 RGS9 SCG2 SEMA4F SLC10A4 SLC18A1 SLC18A3 SLC5A7 SLC6A2 SLC7A14 SPOCK3 SST ST8SIA3 STAC SYT9 TH TMC3 TMEM130 TMEM255A VGF ZCCHC12 DESCARTES_FETAL_INTESTINE_CHROMAFFIN_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_INTESTINE_CHROMAFFIN_CELLS ADGRG4 ADH6 ARX ASIC5 BAIAP3 BHMT BTBD17 C8A CACNA1A CALCR CAPSL CCDC162P CCK CDHR3 CEP126 CERKL CHGA CNGA3 CRYBA2 DNAH12 DRAIC DYNLRB2-AS1 ENSG00000224090 ENSG00000231683 ENSG00000239482 ENSG00000254718 ERICH3 FEV FFAR4 FOXA2 GABRA1 GAD2 GC GCG GCH1 GCK GHRL GIP GIPR GLRA3 HEPACAM2 IL20RA INHA KCNH6 KCNK16 KCNK17 KIF19 KLB LCN15 LINC00261 LINC00616 LINC00907 LINC01014 LINC01106 LINC01765 LINC01811 LINC02197 LINC02388 LMX1A LMX1B LRP1B MAB21L4 MIR7-3HG MLN MNX1-AS1 MS4A8 NEUROD1 NKX2-2 ONECUT3 OR51E1 PAM PAX4 PAX6 PCSK1 PCSK1N PDX1 PEX5L PLCXD3 PNMT POU2F2-AS2 PROC PRODH2 PYY RAB26 RAB3B RAP1GAP2 REG4 RFX6 RGL3 ROS1 SCG2 SLC18A1 SLC38A11 SLC9A2 SNTG1 SPTSSB SST SSTR2 SSTR5 SSTR5-AS1 ST18 ST8SIA5 STXBP5L SYT13 TGM3 TMED11P TMEM132D TPH1 TRPC7 TTC39A-AS1 TTLL10 UBE2QL1 VWA5B2 DESCARTES_FETAL_INTESTINE_ENS_GLIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_INTESTINE_ENS_GLIA ABCA8 ARTN ATP1A2 BCAN CDH19 CHST6 CMTM5 COL20A1 COL22A1 COL25A1 CSMD2 EGFLAM ENPP7P2 ENSG00000188897 ERBB4 FLRT1 FOXD3 FOXD3-AS1 GGT8P GINS3 GPR12 GRIK3 H1-9P HCRTR1 HEYL KCNA2 LAMP5 LGI4 LINC00461 LINC01198 LINC01505 LMO1 MEGF10 METRN MPZ NCAPGP1 NKAIN3 NPTX2 PAQR6 PLP1 PRIMA1 PTPRZ1 RASGEF1C RLBP1 S100B SERPINA3 SHC4 SLC35F1 SNTB1 SOX10 SOX2 SOX2-OT SOX8 SYNPR TFAP2A TRIM9 TTYH1 ZNF788P DESCARTES_FETAL_INTESTINE_ENS_NEURONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_INTESTINE_ENS_NEURONS ACTL6B ADCYAP1 ARHGDIG ASTN1 ASTN2 ATCAY ATP1A3 ATP2B2 ATP2B3 ATP6V1G2 C4orf50 CACNA1E CACNG2 CACNG7 CADM3 CELF5 CELSR1P1 CEND1 CHAT CHD5 CHRNA4 CHRNA7 CNGB1 CNR1 CNTN1 CNTN5 CNTNAP2 CNTNAP5 CNTNAP5-DT CPLX1 CRABP1 CSMD1 CTNNA2 CUX2 DBH DCLK1 DCX DLX3 DNER DOCK3 DPP6 DRGX EEF1A2 ELAVL3 ELAVL4 EML5 ENSG00000226454 ENTPD3 ERC2 F12 FAM163A FAM222A-AS1 FGF13 FIBCD1 GAL GAP43 GCGR GNG3 GNG8 GPR176 GPR22 GRP HEATR5A HECW1 HECW1-IT1 HMGN1P14 HMX2 HOXB5 HRH3 HS3ST5 HTR3B INA IQCJ JAKMIP1 JAKMIP1-DT JPH3 JPH4 KCND2 KCNH5 KCNJ5 KIAA0408 KIF5A LHFPL5 LINC00609 LINC01238 LINC01250 LINC01315 LINC01561 LINC01776 LINC02198 LIX1 LTK MAP1B MAP6 MAPT MAST1 MIR137HG MLLT11 MYH15 MYT1L NCAM2 NDRG4 NEFM NMNAT2 NOS1 NRSN1 NSG2 NXPH4 NYAP1 OLFM1 OPRD1 PALM3 PDIA2 PENK PHACTR3 PHOX2A PHOX2B-AS1 PIRT PLPP4 PLPPR3 PRPH PSD2 PTPRO PTPRR RIT2 RPL36P6 SCRT1 SGIP1 SLC10A4 SLC18A3 SLC6A15 SLC6A2 SLCO5A1-AS1 SLIT1 SMIM28 SNAP91 SORCS3 SPOCK1 SRRM4 STMN2 STMN4 STUM SYN3 SYT1 SYT2 SYT9 TAGLN3 TH TLCD3B TLX2 TMC3 TMEM151B TPBGL-AS1 TRIM67 TTC9B TUBB2A TUBB2B TUBB4A UCHL1 VAT1L VIP ZCCHC12 ZNG1E DESCARTES_FETAL_INTESTINE_ERYTHROBLASTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_INTESTINE_ERYTHROBLASTS ABCB6 ABCC13 ACSL6 AHSP ALAD ALAS2 AMMECR1 ANK1 ANKLE1 ANKRD18B ANKRD9 ARRDC2 ART4 ATG14 ATG4D ATOSB BCL2L1 BLVRB BPGM C17orf99 C9orf153 CAT CCDC144CP CD46P1 CHST2 CMAS CPEB4 CPOX CR1L CYP3A4 DCAF12 DCK DHRS13 DMTN DYRK3 E2F2 EIF2AK1 EIF5AP2 ENSG00000260592 ENSG00000267052 EPB41 EPB42 EPOR ERMAP FAM117A FAM210B FAM83D FECH FLACC1 FOXO4 GATA1 GBGT1 GFI1B GLRX5 GMPR GPLD1 GPR146 GYPA GYPB GYPE H1-2 HBA1 HBA2 HBB HBE1 HBG1 HBG2 HBM HBZ HECTD4 HEMGN HMBS HTRA2 IGF2BP2-AS1 ISCA1 KCNN4 KLF1 LINC01134 LINC02506 LNCRNA-IUR MED8 MFSD2B MOB1B MOSPD1 MYL4 MYO18B NCEH1 NFE2 NHLRC4 NPL OR2W3 OSBP2 PDCD10 PHOSPHO1 PIGQ PIM1 PPME1 PPOX PRDX2 RBM38 RFESD RGS6 RHAG RHCE RHD RILP RIPOR3 RNF123 RNF224 RNU6-890P RSAD2 SEC14L4 SEC62-AS1 SELENBP1 SGMS1 SLC14A1 SLC1A5 SLC22A16 SLC22A4 SLC25A21 SLC25A37 SLC25A39 SLC2A1 SLC2A1-DT SLC4A1 SLC6A9 SMIM1 SNCA SNX22 SPECC1 SPTA1 SPTB ST6GALNAC4 STRADB TAL1 TANGO2 TBCEL TCP11L2 TDH TFR2 TLCD4 TLCD4-RWDD3 TMCC2 TMOD1 TRAK2 TRIM10 TRIM58 TSPAN32 TSPAN5 TSPO2 TTPAL TUBB1 UBAC1 UBE2O UBR2 UROD UROS XK XPO7 YOD1 YPEL4 ZNF451 DESCARTES_FETAL_INTESTINE_INTESTINAL_EPITHELIAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_INTESTINE_INTESTINAL_EPITHELIAL_CELLS AADAC AADACP1 ABCC2 ABCG5 ACE2 ACSL5 ADGRG7 ADH1C ADORA2A-AS1 AFM AFP AGMAT AGR3 AGT AICDA AIDAP2 AIRE ALDH1L1 ALDOB ALPI AMN ANKRD20A5P ANKRD40CL ANPEP ANXA4 APOA1 APOA2 APOA4 APOB APOC3 ARL14 ASAH2 ATP10B AVP BCAR3-AS1 BICDL2 BICDL3P BTNL3 C11orf86 C15orf62 C2orf72 C5orf52 C6 C8G CA7 CALR4P CASC16 CCDC198 CCL25 CDS1 CDX1 CEACAM18 CELP CES2 CFTR CHP2 CIDEC CLCA1 CLDN2 CLDN6 CLIC6 CPS1 CRB3 CREB3L3 CUBN CYP2B7P CYP2C18 CYP2C19 CYP2C9 CYP2U1-AS1 CYP2W1 CYP3A5 DEFB1 DEGS2 DGAT1 DLX4 DMBT1 EEF1B2P3 EGFR-AS1 ELF3 ELMO3 ENPP7 EPS15-AS1 EREG ERICH4 ESRP2 EXOC3L4 F2RL1 FABP1 FABP2 FADS6 FAM83B FBXO2 FERMT1 FGA FGF23 FMO1 FOLH1 FOXD2-AS1 GCHFR GCNT4 GDA GDPD2 GIPC2 GJB1 GLTPD2 GLYCTK GPD1 GPX2 GRHL2 GRTP1 GSTA1 GSTA2 GUCA2A GUCA2B HDHD3 HHLA2 HKDC1 HMGN1P20 HNF4A-AS1 HSD17B2 INAVA ITPKA IYD KHK KRT20 LAMB3 LBX2-AS1 LCT LEAP2 LEXM LGALS3 LGR5 LHFPL3-AS2 LINC00330 LINC00479 LINC00501 LINC00955 LINC01214 LINC01525 LINC01594 LINC01610 LINC01697 LINC01794 LINC02499 LIPH LOC101928844 LRRC19 MAMDC4 MAOB MASP1 MEP1A METTL7B MFSD6L MGAM2 MIR194-2HG MIR200B MIR200C MIR4307HG MME-AS1 MMEL1-AS1 MOGAT2 MOGAT3 MT1E MT1G MT1H MTTP MUC13 MUC17 MUC2 MYOM3-AS1 NAGS NAT2 NR1I2 OR7E14P PAK6 PBLD PCK1 PCK2 PIGR PIGZ PKP3 PLA2G12B PLEKHS1 PPP1R3B-DT PRAP1 PRKAG2-AS2 PRODH PRR15 PRSS3 PRSS8 RAD17P1 RASEF RBBP8NL RBKS RBP2 RBP4 REEP6 RHPN2 RN7SKP22 RNU1-70P RNU6-1093P S100A14 SCAT8 SCTR-AS1 SEMA4G SERPINA4 SFRP5 SH3RF2 SI SIGLEC10-AS1 SLC13A1 SLC16A10 SLC17A4 SLC19A3 SLC1A1 SLC28A1 SLC28A2 SLC2A2 SLC34A3 SLC39A4 SLC44A4 SLC51A SLC51B SLC5A1 SLC5A12 SLC5A9 SLC6A19 SLC6A20 SLC9A3 SMAD3-DT SMIM24 SMLR1 SNORD39 SPACA3 SPANXN3 SPTLC3 ST6GALNAC1 STRIT1 SULT1B1 SULT1C2 SULT1C5P SULT1E1 SULT2A1 TERT TFF1 THRB-IT1 TINAG TJP3 TM4SF20 TMC5 TMEM139 TMEM207 TMEM253 TMEM45B TMEM52 TMEM92 TMIGD1 TMPRSS2 TPSG1 TREH TRIM15 TRIM31 TRPV6 TSPAN8 TUBAL3 UBE2V2P1 UGT2A3 UGT2B17 UGT3A1 UNC5CL UPK3A VIPR1 WIPF3 XACT XDH XPNPEP2 ZDHHC23 ZG16 DESCARTES_FETAL_INTESTINE_LYMPHATIC_ENDOTHELIAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_INTESTINE_LYMPHATIC_ENDOTHELIAL_CELLS ABCA4 ADRB2 APP-DT ART5 CCL21 CMKLR2 CRACR2B DNAJC8P2 DSCR9 ELMOD1 FLT4 GALNT16-AS1 GNAT3 IL7 IRAG1-AS1 KLHL14 LETR1 LINC00636 LINC01948 LINC02145 LINC02147 MIR200CHG MMRN1 MPP7 PARD6G PLA2G4C PLIN5 PLSCR4 PM20D1 PROX1 RALGAPA2 RPL17P36 SLC30A3 STAB2 TBX1 TFPI TNFAIP8L3 TP63 TSPEAR ZNF24TR DESCARTES_FETAL_INTESTINE_LYMPHOID_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_INTESTINE_LYMPHOID_CELLS ACAP1 ALDOC AOX2P BLK CARD11 CCR4 CCR7 CCR9 CD160 CD2 CD247 CD3D CD3E CD3G CD40LG CD5 CD52 CD6 CD69 CD7 CD79A CD79B CD8A CD96 CHI3L2 COL4A4 CRTAM CST7 CTSW CXCR3 CXCR5 CXCR6 DENND2D DTHD1 EOMES FASLG GATA3 GBP5 GNLY GPR171 GPR18 GPR68 GZMA GZMK GZMM ICOS IGHD IGHM IGLL1 IKZF2 IKZF3 IL12RB2 IL17A IL18RAP IL1RL1 IL21R IL23R IL26 IL2RA IL2RB IL2RG IL4I1 IL7R ITGAE ITK JMY KIT KLRB1 KLRC1 KLRC2 KLRC3 KLRC4-KLRK1 KLRD1 KLRF2 KLRK1 KRT81 KRT86 LAX1 LCK LINC00299 LINC00426 LINC00892 LINC01215 LINC01221 LINC01222 LINC01871 LINC01891 LINC01934 LINC02384 LINC02481 LINC02726 LINGO4 LOC102723692 LTA LTB LY9 LZTFL1 MANEA-DT MATK MS4A1 MYO1G NCR1 NCR2 NCR3 NKG7 NLRC3 NMUR1 NT5C3AP2 PAX5 PCED1B-AS1 PDE7A PLEKHF1 PRF1 PTGDR PTGDR2 PTPN22 PTPN7 PTPRCAP PYHIN1 RGL4 S1PR4 SCML4 SEPTIN1 SH2D1A SH2D1B SH2D2A SHISAL2A SIRPG SIT1 SKAP1 SKAP1-AS1 SLA2 SLAMF1 SLAMF6 SLC4A10 SLFN12L SLFN13 SPINK2 STAP1 STAT4 SYTL1 TBC1D10C TBX21 TCF7 TCL1A TESPA1 THEMIS TMIGD2 TNFRSF18 TNFSF11 TRAT1 TRBC2 TRDC TRGC1 TRGC2 TSPOAP1-AS1 TXK UBASH3A VPREB1 VPREB3 XCL1 ZAP70 ZBTB16 ZNF385C DESCARTES_FETAL_INTESTINE_MESOTHELIAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_INTESTINE_MESOTHELIAL_CELLS ACTRT3 ADAMTS20 ADIRF AGAP11 ALDH1A2 ANAPC2 AOX1 AOX3P ARL4D BNC1 C21orf62 C3 CARNS1 CAVIN2-AS1 CEMP1 CERS3-AS1 CFH CNTN6 COL11A1 COL8A2 CPA4 CRB2 CSDC2 DSC3 EGOT EPS8L1 FAM110C FGF11 FGF18 GFPT2 GRIN2A HAS1 ICA1-AS1 ITGA3 KCTD8 KLF2-DT KLHL26 KLK10 KLK11 LINC02643 LINC03017 LRP2 LRRN4 MSLN MTND6P21 MTUS1-DT MUC16 MYRF NAT8L NECAB1 NEK5 NPHS1 PCOLCE2 PDE7B-AS1 PHYHIP PTGDS PTGIS PTPRD PTPRQ QRFPR RAET1E RBFOX1 RPL34P18 RSPO1 SCEL SCNN1A SEMA3D SFTPD SILC1 SLPI SMTNL2 SNRPA1-DT SPHKAP SULT1D1P TGM1 TM4SF1-AS1 TMEM151A TMEM191A TMEM255A TNFRSF8 TNNT1 TNS2-AS1 TRIM6 WNT10A WNT2B WNT7B WT1 WT1-AS DESCARTES_FETAL_INTESTINE_MYELOID_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_INTESTINE_MYELOID_CELLS ABCA1 ACP3 ADAP2 ADGRE1 ADGRE2 ADGRE3 AIF1 AOAH BCL2A1 BID C1QA C1QB C1QC C1orf162 C3AR1 C5AR1 C5AR2 CACNB4 CCDC170 CCDC26 CCL22 CCR1 CCR2 CD101 CD14 CD163 CD163L1 CD180 CD1C CD1D CD200R1 CD207 CD209 CD274 CD300C CD300E CD300LB CD300LF CD33 CD4 CD74 CD83 CD86 CFP CIITA CLEC10A CLEC4C CLEC4F CLEC7A CLEC9A CMKLR1 CPVL CR1 CSF1R CSF2RA CSF3R CST3 CTSS CX3CR1 CXCL10 CXCL8 CXCL9 CXCR2P1 CYBB CYRIA DAPP1 DCANP1 DNASE1L3 EBI3 ENSG00000231873 F13A1 FCER1G FCER2 FCGR1A FCGR2A FCGR3A FCN1 FGD2 FGL2 FLT3 FMN1 FOLR2 FPR1 FPR3 GAPT GPR141 GPR183 GPR34 HCAR3 HCK HLA-DMA HLA-DMB HLA-DOA HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB5 HLA-DRB6 HLA-DRB9 HPGDS HRH1 HRH2 IDO1 IFI30 IGSF6 IL10 IL10RA IL1B IL1R2 IL31RA IL6R IRF8 ITGAX ITPR2 KCNG2 KYNU LGMN LILRA1 LILRA2 LILRA5 LILRA6 LILRB1 LILRB2 LILRB3 LILRB4 LILRB5 LINC00996 LINC01248 LINC01299 LINC01478 LINC01645 LINC01678 LINC02513 LINC02953 LY86 LYZ MAFB MAN2B1 MARCHF1 MCOLN2 MEFV MERTK MILR1 MMP9 MNDA MPEG1 MS4A14 MS4A4A MS4A4E MS4A6A MS4A7 NAMPT NAPSB NCF1 NCF2 NCF4 NCKAP5-AS2 NLRC4 NLRP3 NME8 NUAK2 OSCAR P2RY12 P2RY13 PDCD1LG2 PLD4 PLEK PTAFR PTCRA PTPRN2-AS1 RAB20 RASGRP4 RETN RGS18 RILPL2 RN7SL138P RN7SL297P RN7SL368P RNASE6 RNASET2 RPL32P1 RUFY4 RYR1 SAMHD1 SCIMP SCN4B SDS SECTM1 SIGLEC1 SIGLEC10 SIGLEC12 SIGLEC14 SIGLEC5 SIRPB2 SLAMF7 SLC1A3-AS1 SLC24A4 SLC31A2 SLC39A13-AS1 SMIM35 SPI1 STAB1 STX11 TASL TBXAS1 TCHH THEMIS2 TIFAB TLR1 TLR10 TLR6 TLR7 TLR8 TNFAIP8L2 TNFRSF13C TNNI2 TREM1 TYMP TYROBP VMO1 VSIG4 WDFY4 WFDC21P ZDHHC19 ZMYND15 ZNF385A DESCARTES_FETAL_INTESTINE_SMOOTH_MUSCLE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_INTESTINE_SMOOTH_MUSCLE_CELLS ACTA2 ACTA2-AS1 ACTG2 ADRB3 ANO1 AOC3 CAPN3 CARMN CHRDL2 CHRM2 CNN1 DES DSTN FBXL22 FGF7 FLNA FRMD6-AS2 FST GREM2 IL17B JPH2 KCNA1 KCND3 KCNJ8 KCNMA1 KCNMB1 LDB3 LINC00578 LMOD1 MYH11 MYL9 MYLK MYOCD NIPAL4 NOG NTM OLFML2B OVCH2 PDLIM7 POPDC3 PPIC-AS1 PSD RGS5 RNU7-47P SERTAD4 SLITRK3 TACR2 TAGLN TNMD TTC23-AS1 WIF1 DESCARTES_FETAL_INTESTINE_STROMAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_INTESTINE_STROMAL_CELLS ADAMTS14 ADH1B ADRA1A BMP5 CCL19 CH25H COL6A5 CXCL14 DPT EDAR ENSG00000250378 F2RL2 FBLN1 FNDC1 FNDC1-AS1 FNDC1-IT1 FZD10 GABRG3 GLI1 ITGA11 LINC01082 LINC03007 LPAR4 LRP4 LUM MMP27 MSC MSC-AS1 MUSK NPY NXPH1 OR7E47P PDGFRA PDGFRB PRR16 SHISA3 SP5 SPON2 SYNDIG1 TCF21 TMEM119 DESCARTES_FETAL_INTESTINE_VASCULAR_ENDOTHELIAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_INTESTINE_VASCULAR_ENDOTHELIAL_CELLS APLN APLNR ARHGEF15 BTNL9 CD320 CD34 CLEC14A CLEC3B COL15A1 CYYR1 DIPK1B DLL4 EMCN ESAM ESM1 FABP4 FABP5 FAM110D FAM167B FLT1 GASK1B GPR4 HSPG2 LHX6 LINC01362 MADCAM1 MEOX1 MMRN2 MSX1 NOTCH4 NT5ELP PCDH12 PLVAP PRND RP1L1 SELP SLCO2A1 SOX17 SOX7 SPTBN5 TM4SF18 TNNT3 VSIG2 DESCARTES_FETAL_KIDNEY_ERYTHROBLASTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_KIDNEY_ERYTHROBLASTS ABCB10 ABCB5 ABCB6 ABCC13 ACHE ACSL6 AEN AHSP ALAD ALAS2 AMMECR1 ANK1 ANKLE1 ANKRD9 ARG1 ARL4A ARRDC2 ART4 ATG14 AURKA BLVRB BPGM BSG C17orf99 C9orf85P2 CA8 CAT CCNE1 CD46P1 CDC20P1 CPB1 CPOX CR1L CROCCP2 CTSE CYP4A22-AS1 DCAF12 DHRS13 DPF3 DYRK3 EIF5AP2 ENSG00000246331 ENSG00000260592 EPB42 EPOR ERICH2-DT ERMAP ESPN FAM201A FAM229A FAM83D FBXO9 FECH FHDC1 FKBP8 FLACC1 GALNT5 GCLC GFI1B GLRX5 GYPA GYPB GYPE HAGH HARBI1 HBA1 HBA2 HBB HBE1 HBG1 HBG2 HBM HBQ1 HBZ HEMGN HMBS HMGN1P8 ICAM4 KLC3 KLF1 KLK1 KRT1 LINC01399 LINC02506 MAP2K3 MARCHF3 MARCHF8 MICAL2 MYL4 MYT1 NARF NCEH1 NFE2 NRIR OSBP2 PHOSPHO1 PIGQ PIP5K1B PPME1 PPOX PRDX2 QSOX2 RELN RFESD RGS6 RHCE RHD RN7SL574P RNF123 RNF224 RSAD2 RUNDC3A RUNDC3A-AS1 SBF2-AS1 SEC14L4 SELENBP1 SLC14A1 SLC22A4 SLC25A37 SLC25A39 SLC2A1 SLC2A1-DT SLC30A10 SLC36A1 SLC43A1 SLC4A1 SLC5A4-AS1 SLC6A8 SLC6A9 SMIM1 SMIM5 SNCA SNORA79 SNORD13E SNX22 SOX6 SPTA1 SPTB TANGO2 TBC1D22B TBCEL TCP11L2 TDH TENT5C TERC TESC TF TFR2 THEGL TLCD4 TLCD4-RWDD3 TMCC2 TMEM63B TMEM81 TMOD1 TRAK2 TRIM10 TRIM58 TSPAN5 TSPAN5-DT TSPO2 UBAC1 UBE2O UBR2 UGT1A10 UROS XPO7 YOD1 YPEL4 DESCARTES_FETAL_KIDNEY_LYMPHOID_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_KIDNEY_LYMPHOID_CELLS ACAP1 ADA ANKRD44-AS1 AOX2P AOX3P APOBEC3G ARPP21 ATP13A4 ATP1A3 BACH2 BAK1 BCL11B BICDL1 BLK C16orf54 CACNA1C-AS2 CARMIL2 CCDC141 CCR6 CCR7 CD160 CD19 CD2 CD247 CD27 CD3D CD3E CD3G CD5 CD52 CD69 CD7 CD79A CD79B CD8A CHI3L2 CLIC3 CNR2 CR2 CRIP1 CRTAM CST7 CTSW CXCR4 CXCR5 DDTL DENND2D DGKA DNTT DOC2GP DTHD1 DUSP2 EML2-AS1 ENSG00000236935 ENSG00000238390 ENSG00000267568 EOMES ERVH48-1 FCMR FCRL1 FCRL2 FCRL3 FCRL5 FCRL6 FLT3LG FOXP3 GFI1 GOLGA7B GPA33 GPR171 GPR18 GPR68 GZMA GZMK GZMM HLA-DOB HLA-F ICOS IFNG IFNG-AS1 IGHD IGKC IGLL1 IKZF3 IL12RB2 IL21R IL2RA IL2RB IL2RG IL7R ISG20 ITK JAKMIP1 KCNQ5 KLC2-AS2 KLRB1 KLRC1 KLRC2 KLRC3 KLRC4-KLRK1 KLRF1 LAX1 LCK LINC00426 LINC00861 LINC01215 LINC01550 LINC01588 LINC01891 LINC01934 LINC02481 LINC02562 LRRN3 LTA LTB LY9 MATK MS4A1 MT1X MYO1G MYOM2 NCR1 NCR3 NELL2 NIBAN3 NKG7 NT5C3AP2 P2RX5 P2RY10 PARD6A PAX5 PAX6 PBXIP1 PLAAT4 PLEKHF1 POU2AF1 PRF1 PRKX-AS1 PRR11-AS1 PRTN3 PTPN22 PTPRCAP PYHIN1 RAG1 RAG2 RASD1 RASGRP1 RHOH RHOQ-AS1 RN7SL47P RN7SL49P RN7SL743P RNU4-50P RNU6-118P RPL12P1 RPLP0P6 RPSAP12 RUNX3 S1PR4 S1PR5 SAMD3 SASH3 SATB1-AS1 SCARNA21B SCML4 SCN3A SEC1P SEPTIN1 SH2D1A SH2D1B SH2D2A SH2D4B SHISAL2A SIRPG SIT1 SKAP1 SLAMF1 SLAMF6 SLC22A9 SLFN12L SLFN5 STK17A SUN2 TBX21 TCF7 TCL1A TERT TESPA1 THBS4-AS1 THEMIS TIGIT TKTL1 TMIGD2 TNFRSF14-AS1 TNFRSF18 TNFSF14 TNFSF4 TNIP3 TRAPPC14 TRAT1 TRBC2 TRD-AS1 TRDC TTN VPREB1 VPREB3 XCL1 ZAP70 ZNF101 ZNF319 ZNF831 DESCARTES_FETAL_KIDNEY_MEGAKARYOCYTES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_KIDNEY_MEGAKARYOCYTES ABCC3 ACTR5 ADAM32 ADRA2A ALOX12 ANKRD20A11P ANKRD62 AP1G2-AS1 ASB2 C9orf152 CAPN1-AS1 CDK9 CENPS CFAP58 CHRFAM7A CLDN2 CLEC1B CMTM2 CMTM5 CNST COL24A1 CXCL3 DGKG DGKI DNAAF4-CCPG1 DNAH10 DPY19L2P1 EEF2KMT EFCAB13 EFHC2 EGF EHD3 ENSG00000223504 EREG ERICH6 EXOC3L4 EXOSC5 EYS F5 FAM186B FKBP1B FMO5 GABRE GCSAML GK-IT1 GP1BA GP6 GP9 GRM3 GTF2E1 H2BC4 HOXB-AS2 HPSE IL5RA INAFM2 INHBA-AS1 INPP5E INTS5 ITGA2B ITGB3 KCNH6 KIAA0513 KLF9 LATS2-AS1 LEFTY1 LGALSL LINC00534 LINC01123 LINC01141 LINC01331 LINC01786 LINC02267 LINC02284 LINC02916 LIPC-AS1 LY6G6F MARCHF4 MAST1 MED12L MFAP3L MLIP MLYCD MMRN1 MPIG6B MTURN MYH7B MYOM1 NRGN NT5M NXT2 P2RY1 PADI4 PCYT1B PDE6A PEX5 PF4 PIGP PIP5K1C PKHD1L1 PLAC9P1 PLXNB3 PPBP PPIF PRKAR1B-AS1 PRKAR2B-AS1 PSPHP1 PTCRA PTGS1 PTPN23-DT PTPRK-AS1 RAB27B RAB3C RBM15-AS1 RBPMS2 RN7SKP16 RNU6-1228P RNU6-469P RNU6-942P RPL31P52 RPL7P7 RPS6KL1 RUFY1 RYR3 SELP SEPTIN5 SLC37A1 SLC39A3 SLC8A3 SRPRB ST8SIA6 SUCNR1 TCEAL1 TMEM40 TNNI3 TTC4 TUBA8 TUBB1 TXNL4B UPK1A-AS1 WFDC10B XIRP2 XRCC2 XYLT2 YTHDF3-DT ZFP3 ZG16B ZNF234 ZNF32 ZNF425 ZNF543 ZNF852 DESCARTES_FETAL_KIDNEY_MESANGIAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_KIDNEY_MESANGIAL_CELLS AGTR1 AGTR2 ALX1 APCDD1 ATRNL1 BDNF CCBE1 CCN4 CGB7 COL25A1 COL8A1 CPA6 ELOVL3 ENPP1 FGF19 FOXS1 GNG8 GOT1L1 GRID2 IGLON5 INSYN2A KLHL13 LAMA2 LAMC3 LINC00924 LINC01914 LINC02319 LINC02720 LINC02820 LRRIQ1 METTL24 MYOCD NDP NKAIN2 NKD1 NKD2 PALLD PGM5P4 PHACTR3 PITPNM3 PITX3 RARRES1 REN RERG RMDN2-AS1 RNU6-371P SEZ6L2 SHC3 SLC6A1 SLC7A14 SYNPO2 TBX22 TCF21 TMEFF2 TNC TYRP1 DESCARTES_FETAL_KIDNEY_METANEPHRIC_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_KIDNEY_METANEPHRIC_CELLS ACSM2A ADAMTS20 ADAMTS9-AS1 ADGRG2 AMER2 ANAPC1P1 ANKRD1 AQP6 ARHGEF34P BARX1 C3orf85 CALCA CASR CDH6 CEP164P1 CHRNA1 CHRNA4 CHRND CHRNG CITED1 CLC CLDN10 CLEC18B CLEC18C CLIC5 CLRN3 COL2A1 COX7CP2 DAPL1 DCC DDN DEFB1 DMRT3 DNAJC5G DPYS DPYSL5 ECEL1 ELOVL2 ENSG00000234173 ENSG00000247416 ENSG00000261170 EYA1 FAM230I FAM78B FAT3 FGF8 FOXI2 GBX2-AS1 GLYAT GLYATL1 GPHA2 GPR176 GRIK2 HAO2 IRX1 KCNC2 KCNG3 KCNJ1 KIF1A KLK6 KNG1 LINC01014 LINC01320 LINC01571 LINC01781 LINC01896 LINC02086 LINC02113 LINC02143 LINC02253 LINC02432 LINC02532 LINC02813 LINC02893 LINC03000 LINC03017 LINC03057 LINC03069 LMX1B LMX1B-DT LRP2 LRRTM1 LRTM2 LYPD1 MAEL MAN1A2P1 MESP1 MGAM MMP26 MYO15A NKAIN1 NKAIN3 NNAT NOTUM NPHS1 NPHS2 OLFM3 OR51E1 OR51E2 PCDH15 PCDH9-AS1 PCK1 PDZD7 PPP1R1A PRODH2 PROX1-AS1 PTPRO PTPRQ R3HDML-AS1 RBM20 RIMS1 RNU6-768P RPL10P13 RPS3AP44 RPSAP69 SALL1 SALL3 SATB2-AS1 SH2D5 SHISA8 SHISA9 SIM2 SLC12A1 SLC13A1 SLC17A1 SLC22A8 SLC30A8 SLC34A1 SLC34A2 SLC3A1 SLC47A2 SLC5A8 SLC6A18 SLC6A5 SLIT1 SNORA59B STMN4 TAGLN3 TCEAL2 TMEM100 TMEM132D TMEM200C TMEM246-AS1 TNNI1 TRABD2B TRDN TRIM71 UMOD UNC5B-AS1 UNCX USH1C VSTM2B WFIKKN1 WT1 ZDHHC22 ZMAT4 DESCARTES_FETAL_KIDNEY_MYELOID_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_KIDNEY_MYELOID_CELLS AATBC ABCA1 ACY3 ADAP2 ADRB1 AIDAP2 AIF1 ALDH3B1 AQP9 ARHGAP22 ARL5C ASGR2 ATP8B4 B3GNT5 C15orf48 C1QA C1QB C1QC C1orf162 C3AR1 C5AR2 C9orf72 CCDC17 CCL8 CCR1 CCR2 CCR5 CD163 CD163L1 CD200R1 CD209 CD274 CD300E CD300LF CD33 CD68 CD86 CIITA CLEC4C CLEC4F CLEC4GP1 CLEC5A CLEC7A CLEC9A CPVL CRLF2 CRYBB1 CSF1R CSF2RA CST3 CSTA CTSB CXCL8 CYBB CYRIA CYTH4 DHRS9 DLGAP3 ENSG00000212293 ENSG00000228427 ENSG00000232628 FAM20A FCGR1A FCGR1BP FCGR2C FCN1 FGD2 FOLR2 FPR3 GGTA1 GPBAR1 GPR183 GPR34 GPR84 HAVCR2 HCAR2 HCK HERC2P10 HK3 HLA-DMB HLA-DPB1 HLA-DQB1 HLA-DQB1-AS1 HLA-DQB2 HLA-DRB5 HLA-DRB9 HLX-AS1 HMOX1 HPGDS HRH1 IER3 IFI30 IGSF21 IGSF6 IL10 IL1R2 KCNAB1 KCNJ5-AS1 KCNK17 KYNU LILRA1 LILRA2 LILRA6 LILRB1 LILRB2 LILRB4 LILRB5 LINC00671 LINC00996 LINC01010 LINC01220 LINC01299 LINC01478 LINC01678 LINC02513 LINC02712 LINC02723 LINC02798 LINC02983 LINC03070 LNCATV LPCAT2 LRRC25 LRRK1 LY96 MAP4K1-AS1 MARCHF1 MARCO MEFV METTL7B MICOS10-DT MMP2-AS1 MNDA MPEG1 MS4A14 MS4A4A MS4A4E MS4A6A MS4A7 MSLN MSR1 MYBPC3 MYO7A NAMPT-AS1 NAPSB NCF1 NCF2 NFAM1 NLRP3 NOD2 ODF3B OLR1 OSCAR P2RY13 P2RY6 PELATON PLAUR PLB1 PTAFR PTGS2 PTPRN2-AS1 RASSF4 RETN RGS2 RHBDF2 RN7SL138P RN7SL368P RNA5SP288 RNASE2 RNASE6 RPA4 RPH3AL-AS1 RPL32P1 RPL7AP75 RUFY4 RYR1 S100A8 SCIMP SCN9A SIGLEC1 SIGLEC16 SIGLEC20P SIGLEC5 SIGLEC6 SIGLEC9 SIRPB1 SIRPB2 SLAMF8 SLC15A3 SLC22A18AS SLC24A4 SLC37A2 SLC43A2 SLCO2B1 SMIM35 SNORD3B-2 SOWAHD SPI1 SPP1 ST18 STYXL2 TIFAB TLR1 TLR10 TLR7 TLR8 TMEM273 TMEM86A TNFRSF11A TNFSF18 TNNI2 TREM1 TREM2 TRIM50 VNN1 VSIG4 ZDHHC19 ZEB2-AS1 DESCARTES_FETAL_KIDNEY_STROMAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_KIDNEY_STROMAL_CELLS ABCA8 ABCC12 ACTG2 ADAMTS4 ADAMTSL3 ADAMTSL4 AGT AHNAK2 ANGPTL1 ANGPTL2 AOX1 APOD ARHGAP20 ASPN C10orf105 C1QTNF2 C1R CADM3 CBLN4 CCL19 CCN3 CHRDL1 CNTNAP4 COL12A1 COL14A1 COL1A1 COL1A2 COL3A1 COL5A3 COL6A6 CPA4 CRYAB CTNNA2 DCLK1 DCN DKK2 DLK1 DMRT2 DPT DSC3 DSEL EBF2 EBF3 ECRG4 ENSG00000223786 ENSG00000248540 ENTPD2 EYA2 F10 FBLN2 FBN1 FDCSP FGF16 FGF18 FIBIN FNDC1 FOXP2 FXYD1 GAP43 GDF6 GREM1 HSPB2 HTRA3 IGF1 IGFBP6 IGFN1 ISLR ISLR2 KCNA1 KDELR3 LINC00323 LINC01850 LINC01886 LINC02447 LINC02643 LINC02802 LOX LPL LTBP2 LUM LUZP2 LVRN MAFA MAN2A1-DT MEDAG MFAP5 MGAT4C MGP MPZ MXRA5 NEGR1-IT1 NGFR NRK NRXN2 NUPR1 OGN OLFML2B OMD OSR1 OSR2 P2RX3 PCOLCE2 PCSK9 PI15 PI16 PLAAT5 PLAC9 PLP1 PODN POSTN PRELP PRRX1 PRSS35 PSORS1C1 PTPRT PTX3 RASL12 REM1 RNASE4 RPRM RXFP2 SCARA5 SERPINF1 SFRP2 SLC22A3 SLC6A4 SLC7A10 SLITRK1 SLITRK2 SOD3 SPARC SPARCL1 SRPX SULF1 TBX15 THBS2 TIMP4 TMEM229A TMEM92-AS1 TNFAIP6 TNFSF11 TPPP3 WIF1 WNT10B WNT2 WNT2B DESCARTES_FETAL_KIDNEY_URETERIC_BUD_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_KIDNEY_URETERIC_BUD_CELLS AARD ACER2 ACOXL ACSM6 ADGRF1 ADH1C ADIRF AGAP11 AKR1C2 ALDH1A1 ALDH3B2 ANKRD34B ANXA3 AOC1 AQP2 ARHGEF38 ARHGEF38-IT1 ARL14 ATP10B ATP12A AVPR1A B3GNT3 BCAS1 BICDL2 BNIPL BOLL BSPRY C4orf19 C6orf132 CALB1 CAPN13 CAPNS2 CBLC CCDC9B CCNO CCNO-DT CDCP1 CFAP157 CFI CGN CLDN4 CLDN7 CLDN8 CLIC6 CLPSL1 CNGA1 COBLL1 COL17A1 COLCA1 COSMOC CPXM2 CTXND1 CWH43 CXCL17 CYP24A1 CYP2J2 CYP4B1 CYP4F11 CYP4F3 CYP4Z2P DCAF12L1 DEGS2 DHRS2 DIRAS2 DUOXA1 EDN2 EHF ELF3 ELF5 ELMO3 EMX1 ENSG00000250685 ENSG00000258471 ENSG00000259704 ENSG00000265246 ENSG00000267288 ENSG00000269155 EPB41L4B EPN3 EPPK1 ERP27 ERVE-1 ESRP1 ESRP2 EVPL EVPLL FA2H FAM110C FAM131C FAM166C FAM181B FAM3B FAM3D FAM83B FBP1 FER1L4 FMO9P FOXA1 FOXQ1 FRK FSTL4 FXYD3 GALNT12 GATA3-AS1 GCNT4 GGT6 GJB3 GJB4 GJB6 GOLT1A GPC1-AS1 GPR15LG GPX2 GRHL1 GRHL2 GRHL3 HMGCS2 HPGD HR HSPD1P6 IL1RAPL2 IQANK1 IRF6 ITGB4 ITGB6 IVL KCNS3 KCTD8 KRT15 KRT18 KRT19 KRT20 KRT23 KRT5 KRT7 KRT8 KRT80 KSR2 L1CAM LAD1 LAMB3 LCN12 LDHD LEAP2 LEP LINC00051 LINC00511 LINC00645 LINC01139 LINC01170 LINC01889 LINC02343 LINC02778 LINC02888 LINC02894 LINC02944 LOC283299 LY6D LY6K LYPD6B MAB21L4 MACC1 MAL2 MAOA MAP3K21 MFSD6L MGC32805 MIR200B MIR200C MIR200CHG MIR205HG MIR31HG MLPH MMP7 MOGAT3 MSX2 MUC1 MUC15 MUC6 MYEOV MYH14 MYO3B MYO3B-AS1 NECTIN4 NECTIN4-AS1 NIPAL1 NIPAL4 NUDT16-DT ODAM OVCH2 OVOL1 PAK6 PDE7B PERP PIK3C2G PKP1 PKP3 PLA2G2F PLA2G4F PLEKHG6 PLEKHN1 PLS3-AS1 PM20D1 POF1B POU3F4 POU5F1 PPFIBP2 PPL PRDM16 PRDM16-DT PROM2 PRR15 PRR35 PRSS22 PSCA PSORS1C3 PTGER1 PTK6 PVALB RAB11FIP2 RAB17 RAB17-DT RASEF RASSF6 RBBP8NL RDH10 RDH10-AS1 RET RHBG RNF128 RNF183 RNF207-AS1 RNF223 RNF43 RPL21P72 S100A14 S100A2 S100P SAMD12 SCIN SCNN1B SCNN1G SDC1 SDK1 SEPTIN9-DT SHH SHROOM1 SIGLEC15 SLC30A2 SLC38A11 SLC38A4 SLC52A3 SLC9A2 SLC9A4 SMIM22 SMIM6 SNCG SNTG1 SNX31 SPINK1 SPINT1 SPR SPRR1A SPRR3 SPTLC3 SSH3 SSTR5 ST14 SYT16 SYT8 TAC3 TACSTD2 TEPP TFAP2A TFAP2A-AS1 TFAP2C TMC4 TMEM125 TMEM184A TMEM238L TMEM30B TMEM45B TMPRSS2 TNS4 TRIM29 TRPV6 TSPAN1 TTC39A TTC6 UGT1A1 UGT1A6 UPK1A UPK1B UPK2 UPK3A VGLL1 VSIG2 VTCN1 VWA5B1 WNT6 WNT7B WNT9B DESCARTES_FETAL_KIDNEY_VASCULAR_ENDOTHELIAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_KIDNEY_VASCULAR_ENDOTHELIAL_CELLS ABHD12B ADCY4 ADGRF5 ADGRL4 ANKRD36BP2 ARHGEF15 ASIC2 BCL6B BDKRB2 C2CD4B CALCRL CARD10 CASP12 CASP4LP CDH5 CEACAM1 CLEC14A CLEC1A CLVS1 CYP26B1 DIPK2B DISC1FP1 DYSF ECSCR EFCC1 EPHB4 ESM1 EXOC3L1 FAM110D FAM167B FCN3 FUT1 GABRD GALNT15 GIPC3 GPM6A GPR182 GPR4 GUCY1B2 HAFML HSPD1P16 KANK3 KCNC4 KCNIP4 LHX6 LINC02147 LINC02196 LINC02384 LINC02487 LINC02880 LOC102723313 LOC105371430 LRRC77P MADCAM1 MALL MAPK11 MIR126 MMP25 MMRN2 MSX1 NOS2 NOS3 NOTCH4 NR5A2 NRP2 NTS ODF3L2 PCAT19 PIWIL1 PPP1R13B PREX2 PRND PTPRB QRFPR RAET1G RAMP3 RBP5 RFX8 ROCK1P1 RP1 SELE SHANK3 SHE SLC5A4 SOX17 SP6 SPAAR SSUH2 STAB2 STC2 SV2B SYBU TBC1D21 TCF15 TCIM THSD1 TIE1 TM4SF18-AS1 TMEM88 TPT1P15 ULBP1 ULBP2 VIP DESCARTES_FETAL_LIVER_ERYTHROBLASTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_LIVER_ERYTHROBLASTS A4GALT ABCB10 ABCB5 ABCC13 ACHE ACKR1 ACSBG1 ADAM7 ADD2 ALAD ALAS2 ANK1 ANKRD61 ART4 ASIC4 C17orf99 CD46P1 CPOX DNAJA4 EIF5AP2 ENSG00000260592 ENSG00000261697 EPB42 EPOR ERFE ERVE-1 FHDC1 FKBPL FLACC1 GRASLND GYPA GYPB GYPE HBBP1 HDC KCNH2 KEL KLF1 KRT13 LINC01399 LINC02444 MINPP1 ODAD4 OSBP2 PIGQ PPT2 PTH2R RFESD RHAG RHCE RHD RNU6-1057P RNU6-670P RNU6-87P RPS12P7 SEC14L3 SEC14L4 SHISA7 SLC14A1 SLC22A4 SLC25A21 SLC25A37 SLC38A5 SLC4A1 SLC5A4-AS1 SLC6A9 SPTA1 SPTB TDH TFRC THEGL TMOD1 TRAK2 TRIM10 TSPAN17 UBAC1 UROS XG DESCARTES_FETAL_LIVER_HEMATOPOIETIC_STEM_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_LIVER_HEMATOPOIETIC_STEM_CELLS ANKRD20A5P AZU1 C1QTNF4 CALN1 CDH9 CFAP92 CHRDL1 CHRM3 CPNE7 ENSG00000260316 HMGA2-AS1 HOXA6 HOXA7 HSPE1-MOB4 HTR1F ICA1-AS1 INPP5J KIT LINC01122 LINC01538 LINC02160 LINC02839 LINC02981 MPO MS4A3 NKAIN2 NOG PRDM16 PRSS57 PRTN3 RNF220 SPINK2 TFAP2E-AS1 TNFRSF10A TRH USP6 DESCARTES_FETAL_LIVER_HEPATOBLASTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_LIVER_HEPATOBLASTS A1BG A1CF AADAC AADACP1 ABCC2 ABCC6 ABCC6P1 ABCG5 ABCG8 ACADSB ACE2 ACMSD ACOT12 ACOX2 ACSL3P1 ACSL4 ACSM2A ACSM2B ADH1A ADH4 ADH6 ADM2 ADORA2A-AS1 AFM AFP AGMAT AGMO AGT AGXT AGXT2 AHSG AK4 AKR1C2 AKR1C3 AKR1D1 ALB ALDH1A1 ALDH1L1 ALDH1L1-AS1 ALDH1L1-AS2 ALDH4A1 ALDH6A1 ALDH8A1 ALDOB ALDOC AMBP AMDHD1 AMN ANG ANGPTL3 ANKS4B ANPEP ANXA13 AOC4P APOA1 APOA2 APOA4 APOA5 APOB APOC1 APOC2 APOC3 APOC4 APOE APOF APOH APOM ARG1 ARSL ART5 ASAH2B ASGR1 ASGR2 ASPDH ASS1 ATF5 AZGP1 B3GAT1-DT BAAT BBOX1 BCAR3-AS1 BDH1 BHMT BHMT2 C1orf115 C1orf210 C2orf72 C4BPA C4BPB C5 C6 C8A C8B CA5A CACNA1D CAMK2N1 CAMSAP3 CAPN12 CASC17 CASC19 CCDC198 CCT8P1 CDHR3 CDHR5 CDO1 CFB CFHR1 CFHR3 CFHR4 CHAD CHDH CLDN14 CNGA1 COL2A1 CP CPB2 CPN1 CPN2 CPS1 CREB3L3 CRYZ CTNND2 CTXND1 CYP19A1 CYP2J2 CYP3A43 CYP3A5 CYP3A7 CYP4A11 CYP4F2 CYP4F3 DBI DCDC2 DDC DGAT2 DHCR7 DIO1 DPYS DQX1 DUSP9 EFHD1 EHHADH EIF2S2P2 ELOVL2 ENPP1 ENPP7 ENSG00000226733 ENSG00000228697 ENSG00000230894 ENSG00000233569 ENSG00000243818 EPB41L4B EPO ERBB3 ERRFI1 ERVK9-11 ETV4 F10 F11 F12 F13B F2 F7 F9 FABP1 FADS6 FAM151A FAM3D-AS1 FAM9A FBP1 FETUB FFAR4 FGA FGB FGFR3 FGFR4 FGG FGL1 FMO3 FMO5 FN1 FOLH1B FOXA1 FOXA2 FOXN4 FOXP2 FST FTCD FXYD2 FYTTD1P1 G6PC1 GAS2 GBA3 GC GCGR GGCX GJB1 GJB2 GLDC GLS2 GLT1D1 GLTPD2 GLUD1 GLYAT GLYATL1 GPAM GPC3 GPC5 GPC5-IT1 GPT GREB1 GSTA2 GTF2IP7 GYS2 H19 HABP2 HAL HAMP HAO1 HGD HGFAC HISLA HJV HKDC1 HMGCS1 HMGCS2 HNF1A HNF1A-AS1 HNF4A HNF4G HOGA1 HPN HPN-AS1 HPR HPX HRG HRGP2 HSD17B2 IGFBP1 IGSF1 IGSF23 IL17RB ITIH1 ITIH2 ITIH3 IYD KCNU1 KIF12 KIF6 KLB KLF15 KLKB1 KNG1 KRT222 KRT6C LAD1 LBP LDHD LINC00261 LINC00470 LINC00482 LINC00574 LINC00616 LINC00870 LINC00907 LINC00939 LINC01370 LINC01428 LINC01717 LINC01816 LINC01843 LINC01900 LINC01942 LINC02015 LINC02027 LINC02331 LINC02365 LINC02499 LINC02532 LINC02607 LINC02609 LINC02672 LINC02754 LINC02919 LINC02934 LINC03064 LIPC LIPG LOC124901220 LPA LRRC31 LRRC9 MAB21L4 MAOA MAOB MARVELD3 MAT1A MBL2 MEP1A MFFP1 MGC32805 MGST1 MIR122HG MLIP MLXIPL MOGAT1 MOGAT2 MOGAT3 MPC1-DT MROH9 MRPL23-AS1 MSI1 MSMO1 MST1L MST1P2 MT1E MT1F MT1G MT1H MT1M MT1X MT2A MTTP MTUS1-DT MUSTN1 MYH14 MYORG NGEF NPC1L1 NPSR1-AS1 NR0B2 NR1I3 NUGGC OGFR-AS1 ONECUT1 ONECUT2 P2RX3 PAH PALM3 PALMD PBLD PCK1 PCSK9 PDCD1 PDZK1 PEBP1 PECR PEG10 PERP PHYH PHYHIPL PIK3C2G PKHD1 PLA1A PLA2G12B PLCXD2 PLEKHG6 PLG PLGLA PLPPR1 PNPLA3 PORCN-DT POU6F2-AS1 PPARGC1A PPP1R1C PPP2R2B PRAP1 PROC PRODH2 PROX1 PROX1-AS1 PROZ PRSS46P PSAT1 PTP4A1 QRSL1P1 RAB26 RBP4 REEP6 RGN RHBG RIDA RN7SL359P RN7SL583P RN7SL674P RNA5SP163 RNASE4 RNF128 RNU1-30P RNU4ATAC3P RNU6-117P RPL23AP6 RPS26P57 RPS3AP54 SAA4 SALL1 SC5D SCD SDC1 SEMA4G SERPINA1 SERPINA10 SERPINA11 SERPINA3 SERPINA4 SERPINA5 SERPINA6 SERPINA7 SERPINC1 SERPIND1 SERPINF1 SERPINF2 SGIP1 SGK2 SHANK2 SHH SLC13A5 SLC15A1 SLC16A11 SLC16A12 SLC17A1 SLC17A2 SLC17A3 SLC17A4 SLC19A3 SLC22A10 SLC22A24 SLC22A25 SLC22A3 SLC22A7 SLC22A9 SLC25A18 SLC25A47 SLC26A1 SLC29A4 SLC2A2 SLC2A9 SLC34A1 SLC38A11 SLC38A3 SLC38A4 SLC39A14 SLC39A5 SLC47A1 SLC47A1P2 SLC5A11 SLC6A1 SLC6A11 SLC6A12 SLC7A2 SLCO1A2 SLCO1B1 SLCO1B3 SMAD3-DT SMLR1 SMOC1 SNAP25-AS1 SNORC SOAT2 SOWAHA SPP2 SPTLC3 STEAP2 STEAP2-AS1 SUGCT SULT1C2 SULT1E1 SYNE4 TAFA4 TAT TAT-AS1 TCEA3 TDO2 TENM1 TF THRB THRB-IT1 TJP3 TM4SF4 TM7SF2 TMEM139 TMEM199 TMEM54 TMEM82 TMPRSS6 TOX3 TRIM55 TRPC5 TTC36 TTC6 TTPA TTR UGT2A3 UGT2B10 UGT2B15 UGT2B27P UGT2B4 UGT2B7 UROC1 VIL1 VSNL1 VTN WDR72 XDH XPNPEP2 ZFHX4-AS1 DESCARTES_FETAL_LIVER_LYMPHOID_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_LIVER_LYMPHOID_CELLS ADAM19 ADAMTS7P4 AIRE ALOX5AP ARPP21 BACH2 BCL11B BLK BLNK CARD11 CCR7 CD160 CD19 CD2 CD247 CD3D CD3E CD3G CD72 CD79A CD79B CD8A CD96 CFAP73 CLEC4C CNR2 DNTT DTX1 EBF1 ENSG00000224610 ENSG00000267568 EOMES EPN2-AS1 FAM111B FCMR FCRL1 FCRL2 FCRL5 FCRLA FOXP3 FRG1JP GNLY GRID2IP GRIK4 GZMA GZMM HRK HS3ST1 IFNG-AS1 IGHD IGHM IGKC IGLL1 IGLL5 IKZF2 IKZF3 IL18RAP IL23R IL2RB IL32 IL7R IRF4 ITK JCHAIN KLRB1 KLRC1 KLRC2 KLRC3 KLRC4-KLRK1 KLRF1 LAX1 LCK LEF1 LEF1-AS1 LINC00426 LINC00861 LINC01013 LINC01934 LINC02202 LINC02422 LINC02945 LOC283299 LTB LY9 LZTFL1 MAP3K14-AS1 MME MS4A1 MYBL1 NCR1 NIBAN3 NKG7 NMUR1 P2RX5 PAX5 PCED1B-AS1 POU2AF1 PRF1 PTGDR PYHIN1 RAG2 RASAL1 RASGRP1 RNFT2 RNU6-1214P RORC SH2D1A SH2D4B SHISAL2A SLAMF6 SLC4A10 SLC8A1-AS1 SLFN12L SPIB TCF4-AS1 TCL1A TCL6 THEMIS TIGIT TRBC2 TRDC VAV3-AS1 VPREB1 VPREB3 VPS37D ZAP70 ZNF831 DESCARTES_FETAL_LIVER_MEGAKARYOCYTES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_LIVER_MEGAKARYOCYTES ACRBP ACTN1 ACTN1-DT ADCY6 ALOX12 ANKRD18DP ANO2 AQP10 ARHGAP18 ARMC3 ATP13A4 C3orf52 CASS4 CATSPER1 CD226 CD40LG CDC14B CDH10 CLEC2L CMTM2 CMTM5 CNST COL24A1 CXCL2 CXCL3 DGKG DGKI DNAAF3-AS1 DNM3 DOK6 EFCAB13-DT EFHC2 EGF ELOVL7 ENSG00000229727 ENSG00000233968 ENSG00000245008 ENSG00000258803 ENSG00000264845 F13A1 F2RL3 FAM157C FBXO40 FCER1A FERMT3 FHOD1 FLNA GLYATL1P1 GNB5 GP1BA GP5 GP6 GP9 GPR87 GRM3 GRM3-AS1 HBD HPSE HTR2A INHBA-AS1 IRAG1 ITGA2B ITGA6 ITGB3 KIAA0513 L3MBTL2-AS1 LAT LCN2 LEFTY1 LGALS12 LGALSL LIMS1 LINC00504 LINC00534 LINC00989 LINC01565 LINC01923 LINC01992 LINC02267 LINC02284 LINC02455 LINC02715 LINC02770 LINC03044 LIPH LOXHD1 LRP12 LTBP1 LY6G6E LY6G6F LY6G6F-LY6G6D MAP1A MARCHF4 MDM1 MED12L MMRN1 MPIG6B MPP7 MYCBPAP MYEOV MYH9-DT MYO3B MYOM1 NBEAL2 NEXN NEXN-AS1 NLK NPM1P27 NRGN PADI4 PCP2 PDE5A PDGFA-DT PF4 PF4V1 PGAM1P8 PIRAT1 PLEK PLXNB3 PPBP PRKAR2B PROSER2 PRSS27 PTCRA RAB27B RAB3C RAP1B RGS18 RNU6-299P RNY1P11 RSPH1 RUFY1 SEC14L5 SELP SEPTIN5 SETP11 SIAE SLC18A2-AS1 SLC24A3 SLC35D3 SLC37A1 SLC9A1 SMIM12 SPX SRC STUM STX1A SYTL4 TGFB1 THBS1 TLN1 TMEM40 TMEM91 TNNI3 TREML1 TRPC6 TUBA4A TUBA8 TUBB1 VEPH1 XYLT2 ZYX DESCARTES_FETAL_LIVER_MESOTHELIAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_LIVER_MESOTHELIAL_CELLS ABCG4 ABI3BP ACOXL ADAMTS15 ADAMTS9-AS1 ADGRB2 ADTRP ALDH1A2 ALOX15 AMIGO1 ANKRD13B AOX1 ARFGEF3 ARHGAP44 ARHGEF26 ARHGEF4 ARL4D ASAH1-AS1 ATF3 AXIN2 B4GALNT4 BASP1-AS1 BNC1 BNC2 BOC BRINP2 C1QL1 C1QTNF1 C21orf62 C6orf132 CA11 CA9 CARNS1 CASC20 CAVIN1 CAVIN3 CBLN2 CBX8 CCDC80 CDH20 CDH22 CDH3 CDON CFAP221 CFAP299 CFAP46 CFAP54 CFTR CGN CLIC3 CLIC5 CNGA4 CNGB3 CNTN3 COL11A1 COL12A1 COL21A1 COL4A3 COL4A6 COL8A1 COL8A2 COL9A3 CPAMD8 CRACDL CRB2 CRIP1 CRYAB CSDC2 CSPG5 CTNNA3 CTXN1 CYP2W1 CYP4X1 CYSTM1 DCT DDR1 DISP1 DLGAP2 DNAH7 DNAI7 DPP4 DPP6 DSC3 EDIL3-DT EFEMP1 EFNA4 EGR1 EIF2AK3-DT ELFN1 ELN EMP2 ENTPD2 EPHA6 EPHB6 EPS8L1 ERBB4 EVPL EZR FAHD2B FAM110C FBN3 FGF18 FGF9 FLNC FLRT3 FNDC1 FOXC1 FREM2 FRMD6-AS2 FXYD7 FZD7 GABRB2 GADL1 GALNT9 GAS1 GAS6 GFPT2 GJA1 GNGT1 GOLGA2P7 GPC4 GRIA4 GRID2 GRIK2 GRIN2A GRIN3A GSDME GSG1L GSTM3 GXYLT2 HAS1 HCFC1R1 HS3ST5 HS6ST3 HSPA1B HSPB2 HTRA1 ID4 IGFBP5 IGSF9 IL17RE INHBA ITGA3 ITGB4 ITGB8 JPH4 KCNJ15 KCTD8 KLF2-DT KLF5 KLK11 KNDC1 KRT18 KRT19 KRT7 LAMA3 LAMA5 LAMC2 LGALS3 LHX9 LINC00922 LINC01031 LINC01140 LINC01331 LINC01508 LINC01996 LINC02024 LINC02381 LINC02613 LINC02643 LINC03051 LINC03092 LMO4 LONRF2 LOX LRP2 LRRIQ1 LRRN1 LRRTM3 LSAMP LURAP1L LY6H MAD2L1BP MAP3K21 MDGA1 MEDAG MEIS1-AS3 MEOX2 MGAM MGAT4C MGP MIR100HG MMP24 MPP2 MSLN MTMR7 MUC16 MYADM-AS2 MYO5B MYRF NBL1 NCR3LG1 NEBL NEK5 NETO1 NKD1 NPHS1 NPNT NTNG1 NTRK3 NXNL2 NXPH2 ODAD3 OGN OSR1 PALLD PAPPA PARM1 PDE7B PDGFRL PDLIM4 PDPN PDZK1IP1 PEX5L PHF21B PHLDA3 PIANP PIWIL4-AS1 PLA2G2A PLAAT5 PLCE1 PLLP PNMA2 PNMA8A PODXL POF1B POU6F2 PPL PPM1E PRDM6 PROCR PRR15-DT PRR36 PRX PTGFRN PTPRD PTPRF PTPRQ PTPRT PTPRU RAB34 RALYL RASSF7 RASSF8 RBFOX1 RGMA RHPN2 RRAD RSPO1 RTL8A RYR2 S100A10 SAMD11 SDR42E1 SEMA3B SEMA3C SEZ6L2 SFRP5 SILC1 SLC16A1 SLC34A2 SLC4A4 SLC8A2 SLIT3 SLITRK4 SLPI SMOC2 SMPD3 SMTNL2 SNAP91 SPEG SPINT1 SPOCK1 SPOCK2 STK31 STON1-GTF2A1L SULF1 TAF1A-AS1 TEKT5 TENM3 TFPI2 TGFB3 TGM1 THSD4 TLL1 TMEM132A TMEM132B TMEM132C TMSB15A TNNT1 TPBG TRABD2B TTC23L TTLL9 UPK3B VIT VSTM2A WNT2B WT1 WT1-AS ZBTB47 ZBTB7C ZNF649 DESCARTES_FETAL_LIVER_MYELOID_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_LIVER_MYELOID_CELLS ADAP2 ADGRE1 ADGRE4P AGBL4 AGBL4-IT1 AXL BATF3 C1QA C1QB C1QC C1orf162 C3AR1 C5orf64 C9orf72 CABP4 CALHM6 CARD14 CCDC170 CCR1 CCR3 CD163 CD163L1 CD1C CD209 CD300LF CD5L CD68 CD80 CD86 CDH13-AS2 CETP CFD CFP CLEC4F CLEC7A CMKLR1 CPVL CREG1 CSF1R CSF2RA CST3 CTSB CTSS CXCL10 CXCL8 CXCL9 CXCR2P1 CYBB DHDH DMXL2 DOCK8-AS1 EBI3 ELF5 ENSG00000234647 ENSG00000258039 EPB41L3 EYA2 FCAR FCGR2C FCGR3A FCN1 FGD2 FGL2 FMN1 FOLR2 FPR1 FPR3 FUCA1 GAA GFRA2 GPBAR1 GPR137B HK3 HLA-DQA1 HMOX1 HORMAD1 HRH1 IDO1 IFI27 IFIT2 IFIT3 IFNGR1 IGSF21 IGSF6 IL10RA IL4I1 ITGAX KCNAB1 KCNJ10 KCNK13 KCNMA1 LGMN LHCGR LILRA1 LILRA5 LILRA6 LILRB1 LILRB1-AS1 LILRB2 LILRB3 LILRB4 LILRB5 LINC00970 LINC01357 LINC01504 LINC01645 LINC02057 LINC02345 LINC03070 LIPA LRRC25 MAFB MANCR MARCHF1 MARCO MCOLN1 ME1 MERTK MMP2-AS1 MPEG1 MS4A14 MS4A4A MS4A4E MS4A7 MSR1 MX2 MYO7B NABP1 NAPSB NCF2 NDST3 NEXMIF NFAM1 NFKBIE NLRC4 NOD2 OLFML2B OSBPL11 OSCAR OTULINL P2RY13 P2RY6 PDCD1LG2 PDE1B PDK4 PELATON PHKA1 PILRA PLA2G15 PLA2G7 PLBD1 PLBD1-AS1 PLPP2 PTPRO RAB31 RAB39A RASGEF1C RASSF4 RBM47 RGL3 RGS1 RN7SL138P RNASE6 RNF135 SAMHD1 SCIMP SCN1B SDC3 SEMA4A SEPTIN9-DT SEZ6L SIGLEC1 SIGLEC11 SIGLEC14 SIGLEC16 SIGLEC5 SIGLEC7 SIGLEC9 SIRPB1 SIRPB2 SLC15A3 SLC24A4 SLC29A3 SLC31A2 SLC37A2 SLC49A4 SMIM35 SPIC SPSB4 SUCNR1 TBC1D30 TBX1 THEMIS2 TIMD4 TLDC2 TLR5 TLR8 TLX1 TMEM26-AS1 TMEM63C TMEM86A TMIGD3 TNFAIP2 TNFAIP8L2 TNFRSF11A TPRG1 TRIM36 TYMP TYROBP VCAM1 VSIG4 DESCARTES_FETAL_LIVER_STELLATE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_LIVER_STELLATE_CELLS A2ML1 ABCC9 ADAMTS12 ADAMTS13 ADAMTSL1 ADCY5 ADCYAP1R1 ADGRA2 ADGRB3 ADRA1B AFAP1L2 AHRR ALLC ALPL ANGPTL6 ANO3 ASPN B3GAT2 BCO1 BGN BMP5 BMPR1B C1QTNF2 C1QTNF7 CACNA2D1 CARMN CCBE1 CCDC178 CCDC3 CDH19 CDH4 CLMAT3 CNTN5 COL25A1 COL6A3 COLEC10 COLEC11 CSPG4 CXCL14 DAAM2 DACH2 DACT3 DBH DCDC2C DENND2B DIO3 DIO3OS DSEL EDNRA ENSG00000233539 ENSG00000264449 ENSG00000272840 EPHA3 FAM13C FAT3 FBXO24 FERMT2 FGF1 FGF10 FGF10-AS1 FGFR2 FHOD3 GEM GGT5 GNAO1-DT GPC6 GPC6-AS1 GPR153 GRIN2D GUCY1A2 HGF HNRNPKP3 HS3ST3B1 HSPB6 IGFBP3 IL1RAPL1 INS-IGF2 ITGA1 ITGA8 ITIH5 KCNE4 KIF26B KIF26B-AS1 LAMA2 LAMB1 LGSN LHX2 LIFR LINC00632 LINC02237 LINC02319 LINC02507 LINC02698 LINC02904 LMO7-AS1 LRAT LRRC17 LRRC7 LRRC78P LUM LYPD6B LZTS1 MASP1 MDGA2 MFAP4 MSC-AS1 MUSK MXRA8 MYO1B-AS1 NBPF3 NDUFA4L2 NES NEURL1B NGFR NID2 NKAIN3 NPAP1 NR1H4 NTF3 NWD2 PDGFRA PDGFRB PKNOX2 POSTN PTH1R RAI2 RASL12 RBM46 RBMS3 RBMS3-AS3 RIT2 RNU6-1327P ROBO2 RPL17P21 RPS12P5 RPS6KA6 RSPO3 RXFP1 S1PR3 SCARF2 SEMA5A SEPTIN4 SEPTIN4-AS1 SKINT1L SLC17A8 SLC1A7 SLITRK6 SPRY1 ST6GAL2 STEAP4 SVEP1 SYNPO2 TACR1 TARID TBX2 TBX2-AS1 TMEM132D TRMT9B TRPC3 TWIST2 VIPR1 VSTM4 DESCARTES_FETAL_LIVER_VASCULAR_ENDOTHELIAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_LIVER_VASCULAR_ENDOTHELIAL_CELLS ACP5 ACSM1 ADCY4 ADGRF5 ADGRL4 ADM AFAP1L1 ARHGEF15 ASB11 BMP2 BMPER BMX BRINP1 BTNL9 C2CD4B C2CD4D-AS1 C2orf83 CCM2L CFAP206 CHRNA7 CLEC14A CLEC3B CLEC4G CLEC4GP1 CLEC4M CNTNAP3B CPNE5 CPXM2 CRACR2B CRHBP CT69 DCST2 DIPK2B DKK2 DLL4 DNASE1L3 DUSP5 ECSCR EDN1 EEF1A1P31 EEIG1 EGFL7 EMCN ENSG00000187185 ENSG00000233251 ENSG00000253281 EXOC3L1 F8 FCN2 FCN3 FEZ1 FGF23 FLT1 FLT4 GABRG3 GALNT18 GNA14 GNA14-AS1 GPR182 HECW2 HSPA12B HSPG2 IL13RA2 IL33 IRS3P JAM2 KANK3 KDR KIF17 KIF19 KLF8 KLHL4 LDB2 LEMD1-AS1 LHFPL2 LINC01170 LINC01541 LINC01545 LINC02005 LINC02984 LINC03002 LOC102723313 LOC124900318 LRIG3 LRRC66 LRRIQ4 MAN1C1 MMRN2 MYRIP NETO2 NHSL2 NOS3 NOSTRIN NOTCH4 NOVA2 NTN4 NTN5 NTS NUDT10 NXF3 ODF3L2 OIT3 OLFM1 PCA3 PCAT19 PDE2A PITPNM3 PLK2 PLPP3 PRUNE2 PTCHD4 PTPRB PTPRN2 PVALB RAMP3 RASIP1 RASSF9 REN RFPL1 RNU6-501P RP1 RTN4RL1 SH3RF3 SLCO2A1 SLCO5A1 SMAD9 SOX17 SPATA18 STAB1 STAB2 SYCP1 TAMALIN THSD1 TINAGL1 TM4SF18 TMC7 TMEM233 TP53I11 TRPM6 TSPAN18 TSPAN7 VIP WWTR1-IT1 ZEB1-AS1 DESCARTES_FETAL_LUNG_BRONCHIOLAR_AND_ALVEOLAR_EPITHELIAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_LUNG_BRONCHIOLAR_AND_ALVEOLAR_EPITHELIAL_CELLS ACOXL ADCY8 AGER ATP11A C10orf90 CCDC198 CDH16 CLDN18 CLDN2 CLDN6 CPM CRLF1 DACT2 DMBT1 EDN3 ENSG00000214708 ETV5 FAM41C FGF20 FGFR2 FREM3 GGT2P GPX6 H1-9P HAS3 IL12A-AS1 IRX6 ITGB6 KCNJ15 KCNJ5 KIF12 LAMP3 LHFPL3-AS1 LHFPL3-AS2 LINC01331 LINC01332 LINC01335 LINC01426 LINC02307 LINC03007 LMO7DN LMO7DN-IT1 LOC283299 MAP3K21 ODAM PALM3 PGC PIK3C2G PKHD1 PLCZ1 PPP1R3A PTCSC3 RBBP8NL RNF220 ROS1 RPS29P11 SFTA3 SFTPB SFTPC SLC10A2 SLC19A3 SLC22A3 SLC34A2 SLC34A3 SMIM43 SP5 SUSD2 TEPP TPD52L1 UGT2B7 DESCARTES_FETAL_LUNG_CILIATED_EPITHELIAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_LUNG_CILIATED_EPITHELIAL_CELLS AADACL2 AADACP1 ABCA13 ACBD3-AS1 ADGB ADGRF2 ADPRS AGBL2 AGR3 AK7 AK8 AK9 AKAP14 ALDH3B1 ANGPTL5 ANKDD1B ANKFN1 ANKK1 ANKRD44-AS1 ANKRD45 ANKRD66 ANXA13 APOBEC4 ARMC2 ARMC3 ARMH1 ARMH2 ASB14 ATP4B AXDND1 B9D1 BBOF1 BCYRN1 BTG4 C10orf67 C10orf95 C11orf16 C11orf52 C11orf97 C16orf46 C17orf97 C1QTNF8 C1orf141 C1orf87 C20orf85 C21orf58 C22orf15 C22orf23 C2orf50 C2orf73 C4orf47 C6 C6orf118 C6orf52 C7orf57 C8B C8orf34 C9orf24 CABCOCO1 CACNG6 CAPN13 CAPN8 CAPS CAPS2 CAPSL CASC2 CATIP CATSPERD CC2D2A CCDC103 CCDC113 CCDC13 CCDC146 CCDC153 CCDC157 CCDC160 CCDC17 CCDC170 CCDC181 CCDC190 CCDC30 CCDC33 CCDC39-AS1 CCDC40 CCDC60 CCDC65 CCDC74A CCDC74B CCDC78 CCDC81 CCDC89 CCDC96 CCNA1 CCNO CCNO-DT CD164L2 CDH13-AS2 CDH26 CDHR18P CDHR4 CDNF CEP126 CEP19 CERKL CETN2 CFAP100 CFAP107 CFAP119 CFAP126 CFAP141 CFAP144 CFAP157 CFAP206 CFAP20DC CFAP210 CFAP221 CFAP251 CFAP276 CFAP298 CFAP299 CFAP300 CFAP418-AS1 CFAP43 CFAP44 CFAP45 CFAP46 CFAP47 CFAP52 CFAP53 CFAP54 CFAP57 CFAP58 CFAP61 CFAP65 CFAP69 CFAP70 CFAP73 CFAP77 CFAP90 CFAP91 CFAP95 CFAP99 CHST6 CHST9 CIBAR2 CLDN8 CLEC19A CLUAP1 CLXN CNGA4 COL28A1 CRISP2 CROCC2 CSPP1 CSRP3-AS1 DAW1 DCDC1 DCDC2B DERL3 DIO1 DLEC1 DLG5-AS1 DNAAF1 DNAAF11 DNAAF2 DNAAF4 DNAAF6 DNAAF8 DNAH1 DNAH10 DNAH11 DNAH12 DNAH2 DNAH3 DNAH5 DNAH6 DNAH7 DNAH9 DNAI1 DNAI2 DNAI3 DNAI4 DNAI7 DNAJB13 DNAL1 DNALI1 DOC2A DPCD DRC1 DRC3 DRC7 DTHD1 DYDC1 DYDC2 DYNLRB2 DYNLT2B DYNLT4 DYNLT5 DZANK1 E2F3P2 ECT2L EEF1B2P4 EEF1B2P5 EFCAB10 EFCAB12 EFCAB6 EFHB EFHC1 ENKD1 ENKUR ENO4 ENSG00000181123 ENSG00000226690 ENSG00000228793 ENSG00000236495 ENSG00000238185 ENSG00000250803 ERICH2-DT ERICH3 ERICH3-AS1 ERICH6-AS1 ESRRG EYA1 FABP6 FAM133GP FAM151B-DT FAM166B FAM166C FAM181A FAM181A-AS1 FAM216B FAM221B FAM227A FAM229B FAM47E FAM81B FANK1 FBXL13 FBXO15 FBXW9 FHAD1 FLACC1 FMO3 FOXJ1 FOXN4 FRMPD2 FSIP1 FUZ GBP6 GIHCG GJB7 GLB1L2 GLTC1 GOLGA2P5 GON7 GRIN3B GSTA2 GSTA3 HAGHL HCG14 HHATL HHLA2 HMGB1P16 HOATZ HSPBP1 HYDIN IFT22 IFT57 IK IL5RA IQANK1 IQCD IQCG IQCH IQUB KATNIP KCNE1 KCNJ16 KCNRG KIAA2012 KIF23-AS1 KIF27 KIF6 KIF9 KLHDC9 LCA5 LCA5L LDLRAD1 LEKR1 LGSN LINC00589 LINC00939 LINC01091 LINC01392 LINC01435 LINC01513 LINC01571 LINC01707 LINC01708 LINC01732 LINC01765 LINC01843 LINC01908 LINC01927 LINC02056 LINC02066 LINC02166 LINC02265 LINC02289 LINC02300 LINC02345 LINC02624 LINC02696 LINC02731 LINC02958 LINC03086 LKAAEAR1 LMNTD1 LMO1 LNC-LBCS LPAR3 LPO LRGUK LRP2BP LRRC10B LRRC18 LRRC23 LRRC26 LRRC34 LRRC37A5P LRRC43 LRRC46 LRRC51 LRRC56 LRRC71 LRRC73 LRRC74B LRRC78P LRRC9 LRRIQ1 LRRIQ3 MAK MAP3K19 MAPK15 MARCHF10 MAT1A MDH1B MEIG1 MGAT4D MIR7515HG MNS1 MOBP MORN2 MORN5 MRLN MROH9 MYCBPAP NAT1 NEK10 NEK11 NEK2-DT NEK5 NHLRC4 NME5 NME9 NPHP1 NRAD1 NRAV NUDT7 NWD1 ODAD1 ODAD2 ODAD3 ODAD4 ODF3B OMG OSCP1 PACRG PAPOLA-DT PIERCE1 PIERCE2 PIFO PIH1D2 PITPNM1 PLA2G10 PLA2G10CP PLEKHG7 PLEKHS1 PLPP2 PLPPR3 PPIL6 PPOX PPP1R16A PPP1R32 PPP1R42 PRR29 PRSS54 PTPRT R3HDML-AS1 RAB36 RABL2A RABL2B RGS22 RHPN1-AS1 RIBC1 RIBC2 RIIAD1 RNF157-AS1 RNF32 RNU4-46P ROPN1L RP1 RPGR RPGRIP1L RPL13AP26 RPL21P54 RPL30P7 RPS8P5 RSPH1 RSPH10B RSPH10B2 RSPH14 RSPH4A RSPH9 RUVBL2 RWDD3-DT SAMD15 SAPCD1-AS1 SAXO2 SCGB2A1 SEC14L3 SERPINA6 SERPINI2 SLC22A4 SLC27A2 SLC28A2 SLC44A4 SLC9C2 SMIM34 SMIM6 SNRPF-DT SNTN SOX30 SPACA9 SPAG16 SPAG17 SPAG6 SPAG8 SPATA17 SPATA18 SPATA33 SPATA4 SPATA6L SPATS1 SPEF1 SPEF2 SRGAP3-AS2 ST6GALNAC2 STK33 STMND1 STOML3 STOX1 SYNPR-AS1 SYT8 TCTE1 TCTN2 TEKT1 TEKT2 TEKT3 TEKT4 TEX26 TEX56P TGM3 THBS3-AS1 TIGD4 TMC5 TMEM190 TMEM212 TMEM231 TMEM231P1 TMEM232 TMEM67 TMPRSS7 TOGARAM2 TP53AIP1 TP73 TPPP3 TRAF3IP1 TREM1 TRIP13 TSNAXIP1 TSPAN19 TTC14-DT TTC16 TTC21A TTC23L TTC26 TTC29 TTC30A TTC34 TTC41P TTLL10 TTLL13 TTLL6 TTLL9 TUBA4B UBXN10 UGT2B17 ULK4 UMODL1-AS1 UROC1 USP2 USP2-AS1 UVRAG-DT VNN3P VWA3A VWA3B VWA5B1 WDR38 WDR49 WDR54 WDR86-AS1 WDR93 WFDC6 ZBBX ZC2HC1C ZDHHC1 ZDHHC11 ZMYND10 ZMYND10-AS1 ZMYND12 ZNF19 ZNF20 ZNF273 ZNF295-AS1 ZNF391 ZNF473CR ZNF474 ZNF497 ZNF584 ZSCAN1 DESCARTES_FETAL_LUNG_CSH1_CSH2_POSITIVE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_LUNG_CSH1_CSH2_POSITIVE_CELLS A2M-AS1 ACO1 ADAM12 AKR1B1 ALG2 ALKBH2 ALKBH8 ANGPT2 ANGPTL4 ANKRD40 APOB ASF1A ATXN1L BBOX1 BOK C15orf40 C21orf91 C9orf64 CABYR CARNMT1-AS1 CCAR2 CCDC192 CCNDBP1 CDKN1C CDO1 CENPV CEP152 CERCAM CGA CHD8 CHODL CNKSR1 CNNM3 CNOT3 COBLL1 COPS9 COQ7 CSH2 CTSL CYP11A1 CYP19A1 CYP1B1-AS1 CYTH3 DDIT3 DHX32 DLX3 DLX4 DOLK EBI3 EED EFCAB8 EFHD1 EML2 ENPEP ENSG00000243273 EPHA1 ETAA1 EVA1B FAM131A FAM200A FXN GABPB1 GNGT1 GPAM GPATCH11 GPR84-AS1 GTF2H2 HARS1 HNRNPA1L3 HNRNPD HSD11B2 HSD17B1 HSF2 ILF2 KAT7 KCNJ14 KISS1 KMO L3MBTL1 LGR5 LIN28B LINC00689 LINC01535 LLGL1 LRP2 LSM10 LVRN LZTS2 MAP3K12 MARCHF9 MBD6 METTL5 MFSD12-AS1 MFSD13A MIR3171HG MIR4300HG MIR583HG MMP11 MRGPRF MSH6 MSX1 MTMR10 NFU1 NHLRC1 NKIRAS1 NOP14-AS1 NUFIP2 OGDH P2RX4 P2RY11 P2RY2 PAPPA PCGF1 PEG3 PEX12 PGF PGP PHLDA2 PLAC1 PLCE1-AS1 POLR2D POLR2J2 POU6F1 PPAT PPIL2 PRDM11 PREB PSG1 PSG5 PSMD3 RAB23 RAC3 RNF128 RNF14 RPL13AP5 RTN4IP1 SDC1 SEC61G SEMA3B SEMA3F SEMA5B SEMA7A SGPP1 SH3GLB2 SLC13A4 SLC16A4 SLC23A3 SLC25A32 SLC25A35 SLC2A1 SLC35B2 SLC39A9 SLC52A1 SLC6A4 SNAI1 SNRPA1 SPINDOC SPIRE2 SPTLC3 ST3GAL4 STARD4 STRA6 SUPV3L1 SYDE1 TARS1 TBC1D24 TBCEL TCAF2P1 TEX261 TFAM TFPI2 TFPT TGM2 TIMM17A TIMM50 TIPIN TM2D2 TMEM101 TMEM192 TNFRSF12A TP53I13 TPTEP1 TRAFD1 TRMT61A TRPV6 TSEN34 TTPAL TWIST1 TXNDC15 UBL7-DT UEVLD UNC119 UPP1 USP14 USP43 VGLL3 VPS16 WAPL YKT6 ZBTB14 ZDHHC16 ZFAND1 ZFYVE28 ZNF138 ZNF268 ZNF280C ZNF333 ZNF343 ZNF587 ZNF616 ZNF703 ZNF74 ZNF839 ZNF880 DESCARTES_FETAL_LUNG_LYMPHATIC_ENDOTHELIAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_LUNG_LYMPHATIC_ENDOTHELIAL_CELLS ABCA4 ACSM2B ADAMTS4 ADD3-AS1 C5orf64 C6orf141 CASP12 CCL21 CH25H CMKLR2 CTHRC1 CYP2AC1P D21S2088E DAND5 ENSG00000250626 FLT4 FOXC2 FZD10 GALNT15 GGT5 GJC2 GJD3 GLRA4 GNG12-AS1 GPR182 HAPLN3 HOXD-AS2 HOXD10 HOXD3 HOXD4 HOXD9 KCNIP1 KLHL4 KRT222 LETR1 LINC00636 LINC01116 LINC01182 LINC01748 LINC02058 LINC02147 LINC02653 LINC02668 LINC02701 LINC02840 LOC124900318 LOX LRCOL1 LRRC15 LRRC70 LRRN4CL MSMP NETO1 NFIA-AS2 NRP2 NTS P4HA3 PARD6G PHF24 PLIN5 POU4F1 PPFIBP1 PRR5L PTX3 RAB11FIP5 RELN SLC27A3 SLC30A3 SLC5A1 STAB2 TM4SF18-AS1 TSPEAR UNC5A ZNF24TR ZP2 DESCARTES_FETAL_LUNG_LYMPHOID_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_LUNG_LYMPHOID_CELLS AGMAT APOBEC3D BLK C10orf88B CA6 CCR7 CD160 CD19 CD2 CD247 CD27 CD3D CD3E CD3G CD5 CD52 CD7 CD79A CD79B CD8A CD8B CDHR1 CHI3L2 CHRM3-AS2 CORO1A CR2 CRTAM CST7 CTLA4 CXCR3 CXCR5 CXCR6 DGKA DNTT ENSG00000224610 ENSG00000227863 ENSG00000267568 FASLG FCMR FCRL1 FCRL2 FCRL3 FCRL5 FCRLA FLT3LG FOXP3 GNLY GPA33 GPR171 GZMA GZMB GZMH GZMK GZMM ICOS IFNG-AS1 IGHD IGHM IGKC IGLL1 IGLL5 IKZF3 IL18RAP IL23R IL2RA IL2RB IL2RG IL7R ITK JCHAIN KLRB1 KLRC1 KLRC2 KLRC3 KLRC4-KLRK1 KLRF1 KLRK1 LAX1 LCK LEF1 LEF1-AS1 LINC00426 LINC00861 LINC01215 LINC01222 LINC01259 LINC01891 LINC01934 LINC02273 LINC02325 LTA LTB LY9 MATK MEOX1 MS4A1 MZB1 NCR1 NCR3 NIBAN3 NKG7 NPM1P27 NPM1P7 NT5C3AP2 P2RX5 PAX5 PCED1B-AS1 PDCD1 PRF1 PSMA8 PTGDR PTPRCAP PYHIN1 RAG2 RASGRP1 RHOH S1PR4 S1PR5 SAMD3 SATB1-AS1 SCML4 SEPTIN1 SH2D1A SH2D1B SHISAL2A SIRPG SIT1 SKAP1 SLAMF1 SLAMF6 SLC14A1 STAP1 STAT4 STK17A TBC1D10C TBX21 TCF7 TCL1A THEMIS TIGIT TMIGD2 TNFRSF13B TNFRSF9 TRAT1 TRBC2 TRD-AS1 TRDC TRGC1 TRGC2 TXK UBASH3A VAV3-AS1 VPREB1 VPREB3 XCL1 XCL2 ZAP70 ZBP1 ZNF683 DESCARTES_FETAL_LUNG_MEGAKARYOCYTES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_LUNG_MEGAKARYOCYTES ACRBP ADCY6 ANK1 ANKRD55 ANKRD9 AQP10 ATP2C1 BBC3 BEND2 BMP6 C11orf21 C2orf88 CA3-AS1 CCR4 CD226 CD84 CHRNA2 CLEC1B CMTM2 CMTM5 CNST CR1L CTNS CTSA CXCL3 CXCR2P1 DGKD DGKG DNM3 E2F1 EFCAB13 EFCAB13-DT EGF ENDOD1 ENPP7P10 ENSG00000212206 ENSG00000233968 ENSG00000258803 ERVK9-11 EXOC3L4 F2R F2RL3 FAM110A FERMT3 FLNA GAS2L1 GATA1 GCSAML GFI1B GMPR GP1BA GP5 GP6 GP9 GUCY1B1 H2BC15 HBD HEMGN HERC2P4 HEXIM2 HGD HPSE HTR2A HYAL3 ILK ING5 INHBA-AS1 INSIG1-DT ITGA2B ITGB3 ITPRID2-DT KCNQ4 KEL KIAA0513 LAT LEFTY1 LGALS12 LGALSL LINC00298 LINC00504 LINC00534 LINC00642 LINC00989 LINC01594 LINC02267 LINC02284 LINC02770 LINC02884 LRP12 LTBP1 LY6G6F LY6G6F-LY6G6D LYL1 MACIR MARCHF2 MAX MFAP3L MFSD2B MLC1 MOB3C MPIG6B MPL MPP1 MYO18B MYOM1 NBEAL2 NEXN NFE2 NLK NRGN NT5C3A NT5M OR2W3 P2RX1 P2RY1 PCP2 PDE3A PDGFA-DT PDLIM7 PF4 PLEK PLEKHF2 PLXNB3 PLXNB3-AS1 PPBP PRKAR2B PTCRA PTGER3 PTGIR RAB27B RAB37 RAP1B RBPMS2 RGS18 RHAG RHD RILP RIPOR3 RN7SL30P RPL17P22 RTN2 RUFY1 SELP SLC2A3 SLC39A3 SMG1P4 SMOX SRC SSX2IP STRIP2 SUCNR1 SYTL4 TAL1 TBXA2R TFR2 TGFB1 THBS1 TLN1 TMA7B TMCC2 TMEM91 TNFSF4 TNNI3 TRAPPC3L TREML1 TRIM58 TSPAN32 TUBA8 TUBB1 UBL4A VCL VIL1 WFDC1 WHAMMP2 XIRP2 XK ZFPM1 ZNF792 ZYX DESCARTES_FETAL_LUNG_MESOTHELIAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_LUNG_MESOTHELIAL_CELLS ABHD12B ADAMTS5 ADCYAP1 ADGRD1 ALDH1A2 ASS1 BDKRB1 BDNF BNC1 BST1 C1R C21orf62 C3 CA9 CARNS1 CASC20 CCN4 CDH20 CES5AP1 CFB CFH CLDN15 COL8A2 CPA4 CRB2 CRIM1 CTSE CYP4Z1 DKK1 DOK7 DSEL-AS1 EIF4BP6 ELN FAM110C FGF9 FGGY-DT FNDC1 GADL1 GATA4 GEM GFPT2 GLP2R GRIN2A GSDME GSG1L HAS1 IL6 ITLN1 KLHL31 KLK1 KLK5 KRT5 LIF LINC01018 LINC01133 LINC01687 LINC01996 LINC02360 LINC02381 LINC02643 LRRN4 MGP MIR548XHG MPPED2-AS1 MSLN MST1 NHERF4 NKX3-1 NMU NPHS1 OLR1 PCK1 PCOLCE2 PDZRN4 PLA2G2A PLAC9 PLLP PODN PRELP PRG4 PRODH2 PRSS33 PSAPL1 PTGIS PTPRQ RERG RND1 RNU4-45P RNU6-977P RSPO1 SBSPON SFRP5 SMTNL2 SOX15 SPRR2F SULF1 TBX18 TECRL TGM1 TMEM52B TNNT1 UNC5B-AS1 WNT2B WT1 WT1-AS DESCARTES_FETAL_LUNG_MYELOID_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_LUNG_MYELOID_CELLS ADGRE1 ADGRE2 ADGRE3 ANPEP ARL5C ASB2 ASGR2 ATP8B4 BATF3 BCL2A1 C19orf38 C1QA C1QB C1QC C3AR1 C5AR2 C9 CARD9 CASP5 CCDC26 CCR1 CD14 CD163 CD163L1 CD1C CD1D CD207 CD209 CD300E CD300LB CD300LF CD33 CD74 CD83 CD86 CEACAM4 CIITA CLEC10A CLEC4F CLEC5A CLEC7A CLEC9A CLNK CMKLR1 CPA3 CPVL CSF2RA CXCL10 CXCL9 CYBB CYTH4 DNASE1L3 EGR2 ENSG00000231873 FCAR FCGR1A FCGR1BP FCN1 FGD2 FGL2 FLT3 FOLR2 FPR1 FPR3 GPR141 GPR34 HAVCR2 HCK HDC HLA-DMA HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB1-AS1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB5 HLA-DRB6 HLA-DRB9 HPGDS HRH2 HTR7 IDO1 IDO2 IFI30 IGSF6 IL1B IL1R2 IRF8 ITGAX KCNK13 KCNMB1 KYNU LGMN LILRA1 LILRA2 LILRA5 LILRA6 LILRB2 LILRB3 LILRB4 LILRB5 LINC00671 LINC00996 LINC01094 LINC01478 LINC01605 LINC02513 LINC02576 LINC03070 LRRC25 LRRK1 LYZ MEFV MILR1 MMP9 MNDA MPEG1 MPO MS4A14 MS4A4A MS4A4E MS4A6A MS4A7 MTND5P14 NAIP NAPSB NCF2 NFAM1 NLRC4 NLRP3 NME8 NOD2 OSCAR P2RY13 P2RY14 PILRA PLA2G2D PLD4 PRAM1 PRTN3 PTGS2 RETN RN7SL138P RN7SL288P RNASE6 RPL32P1 SCIMP SIGLEC1 SIGLEC11 SIGLEC14 SIGLEC5 SIGLEC7 SIRPB1 SIRPB2 SLAMF8 SLC12A3 SLC15A3 SLC24A4 SLC37A2 SLC39A13-AS1 SOWAHD SPI1 STYXL2 TET2-AS1 TGFBI TIMD4 TLR1 TLR8 TMEM106A TRPM2 VSIG4 VSTM1 WDFY4 ZNF415P1 DESCARTES_FETAL_LUNG_NEUROENDOCRINE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_LUNG_NEUROENDOCRINE_CELLS A1CF ABCC8 ACSL1 AMIGO2 ASCL1 ASCL2 BTBD17 CA8 CACNA1A CALCA CHDH CHGA CHRD COL22A1 CPE DDC DLL3 ENSG00000253726 ETS2-AS1 FIBCD1 GFRA3 GHRL GHRLOS GKN2 GPX2 GRIK1 GRP HEPACAM2 HES6 HTR2C INSM1 KCND3 KCNH2 KCNH6 KCNIP3 KCNJ6 KLK12 KSR2 LINC00261 LINC02955 LMX1B MAOB MBOAT4 MMP26 NDUFB2-AS1 NEUROD1 NKX2-2 NOL4 NPC1L1 NPSR1-AS1 NPTX1 NR0B2 NREP-AS1 OPRD1 OR51E1 PCSK1 PDCD6IPP2 PGAM2 PHGR1 PKD2L1 POTEI POTEJ PTGFR QPCT RAB26 RASD1 RFX6 RGS4 RHBDL1 RIMKLA RPRM SEC11C SFRP4 SLC16A12 SLC18A1 SLC38A11 SLC6A17 SMIM32 SPHKAP SSTR5-AS1 SV2B SYT13 TFF1 TMEM132D TMEM198 TMPRSS6 TPH1 TRPC7-AS1 TTR VGF VWA5B2 DESCARTES_FETAL_LUNG_SQUAMOUS_EPITHELIAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_LUNG_SQUAMOUS_EPITHELIAL_CELLS A2ML1 ABHD5 ADGRF1 ADGRF4 AHNAK2 AMN APOBEC3A APOBEC3B ATP10B ATP6V0A4 AVPI1 B3GALT5 B3GALT5-AS1 B3GNT3 B3GNT8 BEST1 BMS1P20 BNIPL C12orf29 C15orf48 C15orf62 C6orf132 CAPN14 CBR3-AS1 CDKN1A CDKN2B CEACAM5 CEACAM6 CEACAM7 CERS3 CLIC3 CNFN CNGA1 CRCT1 CRISP3 CSTA CTSV CXCL17 CYP2W1 CYSRT1 DKK2 DOCK9-DT DSC2 DSG2-AS1 DUOXA1 ECM1 EIF1 EPHX3 EREG ETHE1 ETNK2 F3 FABP3 FAM3D FAM83A FLG FOXE1 FOXQ1 FTH1 FUT2 FUT3 FUT6 GABRP GCNT3 GID8 GIRGL GJB2 GLTP GPR87 GRHL1 GRHL3 H19 HEBP2 HES4 HOPX IER5 IGF2 IL1R1-AS1 IL1RL2 IL1RN IL36RN IVL KCNG1 KLC3 KLHL21 KRT13 KRT14 KRT15 KRT16 KRT17 KRT19 KRT4 KRT78 KRT80 LCN2 LDAF1 LGALS3 LINC00393 LINC00958 LYPD2 LYPD3 MAB21L4 MAL MAP1LC3B MAP3K9-DT MARCO METRNL MIEF2 MOSPD1 MT1E MT1G MT1H MT1X MT2A MUC20 MUC21 MUC22 MUC4 NAPRT NCCRP1 NDRG2 NECTIN4 NIBAN2 NR1D1 NUDT19-DT OAS2 OSGIN1 OVOL1 PADI1 PAX1 PAX9 PERP PHLDA3 PHLDB3 PI4K2A PITX1 PKP1 PLEKHN1 PLSCR2 POF1B PPDPF PPL PPP1R13L PRSS22 PRSS27 PTGES PTK6 RAB11FIP1 RAB9A RDH13 RHCG RNF141 RNF222 RNF223 RNF39 RRAGC RRAGD S100A2 S100A9 SAMD9 SCEL SDCBP2 SERINC2 SERPINB2 SERPINB5 SFN SGTA SH2D4A SIM2 SLC25A23 SMIM5 SPINK5 SPRR1B SPRR2A SPRR2D SPRR3 SSH3 STX17-DT TACSTD2 THAP1 TINCR TMC1 TMEM54 TMEM79 TMEM80 TMPRSS11A TMPRSS11B TMPRSS11D TMPRSS11E TP53INP2 TRIP10 TRMO TTC22 TTC9 TTC9-DT VGLL1 VSIG2 WFDC21P XDH YBX3 YPEL3 ZNF365 ZNF554 ZNF555 ZNF750 ZNF812P DESCARTES_FETAL_LUNG_STROMAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_LUNG_STROMAL_CELLS ABCA6 AGMO ASPA BMP5 C2CD6 CACNA1C-IT3 CACNA1D CACNA1G COL13A1 CYP27C1 ENSG00000250378 FAP FGF10-AS1 FGF7 FGFR4 FREM1 GABRG3 HPSE2 HSD11B1 ITGA8 KIF25 LAMA2 LINC02367 LINC02497 LSAMP-AS1 LUM LURAP1L-AS1 MIR1245A MIR218-1 MMP23B MTMR12P1 MUSK MYOCD OCA2 PDGFRA PGR PHEX PRR16 PTH1R RGS13 ROR1-AS1 RSPO2 S1PR3 SLIT2 SLIT2-IT1 TARID TDO2 TEX15 TM6SF2 TMEM132C TRHDE TULP1 VEGFD XPNPEP2 ZNF385D ZNF385D-AS2 DESCARTES_FETAL_LUNG_VASCULAR_ENDOTHELIAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_LUNG_VASCULAR_ENDOTHELIAL_CELLS ACE ADORA2A ANO2 APLN APLNR BBOX1-AS1 BTNL9 CD300LG CD93 CLEC1A CLEC3B COLEC10 DPEP1 EDN1 ENSG00000233251 ENSG00000257002 ESM1 FCN3 FOXS1 IL33 JAM2 KIT LHX6 LINC02751 MADCAM1 MMRN2 MUC19 MYOC NEURL1B NOSTRIN NOTCH4 NPR3 PLK2 PRND PRX RGCC RN7SL517P RN7SL69P RNGTTP1 RNU6-570P RXFP1 S100A3 SELE SHROOM1 SLC22A10 SLC22A25 SOX7 TCF15 TCIM TMEM100 ULBP1 ULBP2 VWF DESCARTES_FETAL_LUNG_VISCERAL_NEURONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_LUNG_VISCERAL_NEURONS ACAT2 ACHE ACTL6B ADCYAP1R1 ADD2 ADRA1A ALK AMER2 APC2 ARPP21 ASTN1 ASTN2 ATCAY ATP1A3 ATP2B2 B3GALT1-AS1 B3GAT1 B4GALNT1 BCAN BHLHE22 CACNA1E CACNG2 CACNG7 CADM4 CALN1 CDH6 CDK5R1 CELF5 CELSR1P1 CEND1 CHL1 CHRM2 CHRNA3 CHST8 CLVS2 CNGB1 CNR1 CNTN2 CNTN5 CNTNAP4 CNTNAP5 CRABP1 CSMD1 CSMD2 CTNNA2 CUX2 DAB1 DCX DLGAP1 DLX1 DLX6-AS1 DPF1 DPYSL5 DRAXIN DSCAM EEF1A2 ELAVL3 ELOVL2 EML5 ENHO ENSG00000271860 EPHA3 EPHA5 FAIM2 FAM131B FAM163A FAM200C FGF1 FGF13 FOXG1 FRMPD4 FRRS1L FST FUT9 GABBR2 GABRA3 GAL GAP43 GDAP1L1 GLRA2 GPC6-AS1 GPM6B GPR85 GPRIN1 GRIA3 GRM3 GRM5 HAND2-AS1 HECW1 HECW1-IT1 HS3ST5 HS6ST3 JAKMIP1 JPH4 KBTBD11-OT1 KCNB1 KCNF1 KCNH1 KCNK9 KCNQ3 KIAA1549L KIF5A KLHDC8A KLHL1 KRTAP5-AS1 L1CAM LHX2 LINC00461 LINC00609 LINC01102 LINC01122 LINC01322 LINC01551 LINC01776 LINC01965 LRRC7 MAP1B MAPT MAPT-AS1 MDGA2 MEGF10 MGAT5B MIR124-1HG MIR137HG MIR9-3HG MLIP MLLT11 MYT1L NCAN NEFM NELL1 NEUROD2 NEUROD6 NEUROG2-AS1 NGFR NKAIN1 NKAIN3 NOS1 NSG2 NWD2 NXPH1 OLFM1 PANTR1 PATJ-DT PAX6 PCDH19 PCDHB15 PCDHGB2 PCOTH PDZD4 PHACTR3 PHOX2A PHOX2B PHOX2B-AS1 PIRT PLD5 POU3F2 POU3F3 PPFIA2 PPP2R2B PRIMA1 PRPH PSD2 PTPRO PTPRR RAB15 RBFOX1 RIMS3 RIMS4 RNF182 RORB SATB2 SATB2-AS1 SCRG1 SCRT2 SCUBE1 SEPTIN3 SEZ6 SHISA9 SLC18A3 SLC44A5 SLC5A7 SLC6A15 SLC7A14 SNAP91 SNTG1 SOX2-OT ST8SIA2 ST8SIA5 STMN2 STMN4 SULT4A1 SYN2 SYNGR3 SYT3 TLCD3B TMEM130 TMEM132B TMOD1 TRIM67 TRIM9 TTC9B TTYH1 TUBB2A TUBB2B TUBB3 TUBB4A UNC5D VAT1L VIP VSTM2B-DT ZNF382 DESCARTES_FETAL_MUSCLE_ERYTHROBLASTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_MUSCLE_ERYTHROBLASTS ABCB10 ABCC13 ACSL6 ADD2 AHSP ALAD ALAS2 AMIGO2 ANK1 ATG14 ATG4D BLVRB BNIP3 BST1 C16orf95 C17orf99 C1orf35 C6orf226 CAT CDCA8 CDH10 CDK2 CDKN3 CENPQ CISD2 CROCCP2 DCP1B DCTN3 DHRS13 DMTN DPF3 DPM2 E2F4 EIF2AK1 EIF5AP2 EPB42 ERI2 ERMAP EXOSC5 FAM117A FAM210B FECH FLACC1 FMC1 GALNT6 GCLM GEMIN2 GLRX5 GUCD1 GUSBP5 GYPA GYPB GYPE H2AC20 H2AC4 HAGH HASPIN HBA1 HBA2 HBB HBG1 HBG2 HBM HBZ HEMGN HMBS HMGB1P3 HMMR HTRA2 ICAM4 IFI27L1 INTS13 KEL LINC00907 LIPG LONRF3 MIMT1 MT1G MYBL2 NCEH1 NOP53-AS1 NUDT12 PIGQ PNMT POMGNT2 PPME1 PRDX2 RBM38 RHAG RHD RIBC2 RIPOR3 RNF26 RPL37P2 RPS20P14 SELENBP1 SLC12A4 SLC14A1 SLC25A21 SLC25A37 SLC2A1 SLC30A10 SLC38A5 SLC43A1 SLC4A1 SLC6A8 SLC7A5 SPTA1 ST6GALNAC4 TARS2 TFRC TLCD4 TMCC2 TMEM143 TMEM14C TMEM30A-DT TOMM5 TRAK2 TROAP UBE2Q2P1 UROS VWCE WDR76 XG XK XPO7 ZKSCAN8 ZMAT2 ZNF101 ZNF446 ZNF665 DESCARTES_FETAL_MUSCLE_LYMPHATIC_ENDOTHELIAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_MUSCLE_LYMPHATIC_ENDOTHELIAL_CELLS ABCA4 ANKRD36BP2 ARL4A ASGR2 C6orf141 CALHM6 CCL21 CELSR1 CEP19 CMKLR2 CXADR CYTL1 DLK2 EFCC1 EFNA5 FAM120A2P FLT4 GCOM1 GJA1 GJC2 GPM6A GPRIN1 GSK3B-DT HAND2 IL7 KBTBD11 KCTD17 KLHL14 KLHL3 KLHL4 KLKB1 LINC00920 LINC01948 LINC02133 LINC02147 MFSD4A MYL12-AS1 MYZAP NALCN NFIA-AS2 NHLRC1 NRG3 NRP2 NTS P4HA3 PARD6G PCLO PEX16 PIK3C2G PLIN5 PPFIBP1 PROX1 PTX3 RAPGEF4 RASSF9 RPL26L1-AS1 SCAMP5 SEC14L2 SFTA1P SHC1 SLC35E4 SLC39A14 SLCO5A1-AS1 SNTG2 STAB2 STAP2 TBX1 TFF3 TMEM217 TMEM63C TPMT TSPEAR UNC5A ZNF436-AS1 DESCARTES_FETAL_MUSCLE_LYMPHOID_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_MUSCLE_LYMPHOID_CELLS A2MP1 ABCA12 ABCB1 ABCD2 ACAP1 ADGRG5 AKAP13-AS1 ANKRD53 ARL4C BCL11B BICDL1 BIVM-ERCC5 C12orf75 CARD11 CD2 CD247 CD3E CD6 CD69 CD7 CD8A CD96 CDC42EP3-AS1 CDHR1 CFAP53 CHMP4A CRTAM DOCK8-AS2 ENPP7P6 ERMP1 FGR GALNT12 GATA3 GNLY GRIK4 GZMA HDHD3 HRG-AS1 HS3ST3B1 HSH2D ICAM3 IFNG-AS1 IKZF2 IKZF3 IL18R1 IL27RA IL2RB IL2RG IL7R INTS5 IRF1-AS1 ITK KCNQ5 KIF21B KIF27 KLRB1 KLRG1 LEF1 LINC01013 LINC01592 LINC02361 LLGL2 LRRC57 LTB MAPK13 MATK MCTP2 MYB NANP NCR1 NKG7 NPM3 PARP15 PCED1B-AS1 PLAC8 PROCA1 PTPN22 PTPRCAP PYHIN1 RASGRP1 RDH14 RHOH RIPOR2 RMI2 RN7SL118P RORC RPL30P4 RUNX3 SAMD3 SCML4 SEPSECS SEPTIN1 SFI1 SH2D1A SIDT1 SKAP1 SLA2 SLC25A20 SLFN12L SNX20 SORL1 SYS1-DBNDD2 SYTL1 TBC1D10C TC2N TCF7 TESPA1 THEMIS TM7SF2 TMIGD2 TNFRSF10A TOGARAM2 TRIM14 TSPOAP1 TTC9 TXLNGY USF1 VAMP1 WDCP YES1P1 ZBTB16 ZFAND4 ZNF600 ZNF641 DESCARTES_FETAL_MUSCLE_MEGAKARYOCYTES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_MUSCLE_MEGAKARYOCYTES ABI3 AKR7A2 ALOX12 ANKMY1 ANKRD37 ANKRD9 APBB1 APEX2 APMAP APOBEC3F ARHGAP45 ARID3B ARMCX3 ASL ASNSD1 ATE1OSP ATP2B2 ATP2C1 BICRA BIN2 BLTP3A BYSL C12orf43 C4orf33 CA2 CAMK1 CASTOR3P CAVIN2-AS1 CCPG1 CD226 CD84 CDC16 CDIPT CENPBD2P CHCHD1 CHERP CHST2 CLDN15 CLU CMTM6 CNST COL24A1 COPRS COQ10B CPXM1 CSNK1D CTSA CTTN CXXC4-AS1 DAPP1 DCLRE1A DCTN5 DCUN1D1 DENND2C DENND6B DEPP1 DGKG DNM3 DR1 DSCAML1 E2F1 ECHDC1 EFCAB13-DT EFHC2 EHD3 ELOVL7 ENDOG ENOPH1 EWSAT1 F11R F2RL3 FABP5 FAM131B-AS2 FAM234A FCGR2A FXYD5 GALNT7-DT GAS2L1 GLMN GMEB1 GNAQ GNAZ GP6 GTF2F1 GTF3C2 GTF3C6 H2AC6 HBEGF HERC2P9 HNRNPLL HTATSF1 HTR2A IGBP1 ILK IRS2 ITGA2B ITGB3 KIF2A KIFC3 KLHL6 LINC00461 LINC01003 LINC01473 LINC01762 LINC02018 LINC02977 LIPH LOXL3 LRR1 LRRC8B LTBP1 LYL1 LZIC MADD MAFG MAPKAPK3 MAX MCM6 MDM1 MED12L MEIS1 MFAP3L MGAT4B MID1IP1 MKRN1 MOSPD1 MRPL27 MRPL43 MST1R MTCP1 MTMR9 N6AMT1 NARS1 NDUFB3 NFKBIA NIP7 NMT1 NOP16 NRGN OARD1 P2RX1 P2RY1 PANK2 PATL2 PF4 PGAM1P8 PIF1 PLCXD1 PLEK PMAIP1 POC5 PPIF PPP1R15A PRKAR2B PRKCQ-AS1 PROSER2 PSAT1 PSMB10 PSME2 PTGIR PTGS1 PTPRT RAB27B RAB32 RAB38 RAP1B RAP2B RCHY1 REEP4 RGS18 RILP RIT1 RUFY1 SAMD14 SDC4 SELP SERPINE1 SERPINI1 SH3BGRL2 SIAE SIVA1 SIX2 SLC24A3 SLC2A3 SLC30A5 SLC37A1 SLC39A8 SLC50A1 SLC66A1L SLC9A1 SLFN13 SNHG30 SOCS2-AS1 SOCS3 SOD1 SORT1 SPACDR SPINT2 SPX STK24 STX11 SV2A SYTL4 TALDO1 TDP2 THBS1 TIPIN TLN1 TMCO1 TMED8 TMEM140 TMEM256 TMEM40 TMEM62 TMEM91 TOLLIP TP53RK TPTEP1 TSFM TTC9C TUBA4A TUBB1 UBE2J1 UMPS UNC13D UNC45A USB1 USP21 VCL WDR1 WDR11-DT XNDC1N XPNPEP1 XRCC2 YWHAH ZNF367 ZNF431 ZNF48 ZNF487 ZYX DESCARTES_FETAL_MUSCLE_MYELOID_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_MUSCLE_MYELOID_CELLS ADAP2 AGR2 AIF1 ARHGAP22 ATP8B4 BLNK C1QA C1QC C2 C3AR1 C9 CABLES1 CASP1 CCDC170 CD14 CD163 CD163L1 CD1C CD200R1 CD209 CD74 CD83 CD86 CFP CHN2 CIITA CLEC7A CMKLR1 CR1 CSF1R CSF2RA CST3 CTSS CYBB CYTH4 CYTIP DNAI3 DNASE1L3 EAF2 FAM20A FCN1 FGD2 FGL1 FLT3 FMN1 FOLR2 GLIPR1 GLT1D1 GNA15 GPBAR1 HCK HLA-DMA HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB6 HMOX1 HPGDS HRH1 IGSF6 IL10RA IRF5 IRF8 ITGAM JAML KCNE1 KYNU LACC1 LHCGR LILRB5 LINC00278 LINC00671 LINC01503 LINC01725 LINC02649 LINC03070 LY75 LY86 LYZ MCOLN2 MERTK MFSD13A MIR155HG MKNK1 MNDA MS4A4A MS4A4E MS4A6A MS4A7 NAPSB NCF2 NCF4 NFAM1 NOXA1 P2RY13 P2RY6 PIPOX PLA2G7 PLB1 PLD4 RASGRP4 RBM47 RBPJ RENBP RGL1 RPH3AL-AS1 RTN1 S100A9 SEMA4A SIGLEC1 SIGLEC11 SIRPB2 SLC7A8 SMIM35 SPI1 SPP1 ST18 TEC TLR1 TLR2 TLR6 TRPM2 UNC93B1 VSIG4 WWP1 ZEB2-AS1 ZNF710 DESCARTES_FETAL_MUSCLE_SATELLITE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_MUSCLE_SATELLITE_CELLS ADAMTS16-DT ADGRA1 AMH ANKRD18B BNC1 C1QTNF3 CADM2 CALN1 CCDC162P CCER2 CELA2B CHRDL2 CLCN5 CNGA3 EDN3 ENPP7P10 ERFE FGFR4 GALNT14 GCK GDPD4 GRIA4 GSG1L KRT40 LINC01111 LINC01121 LINC01224 LINC01994 LINC02367 LINC02821 LMF1-AS1 LRRTM3 MAGEC3 MAPK15 MEGF10 MT1M MYEOV MYF5 NEU4 NPY NTN4 NXPH2 OPRD1 OTOF PAX7 PITX3 POU4F1 RGR RN7SL37P RNU6-1327P RNY4P34 RPS3AP25 SOX9 SPATA13 SPATS2L TACR3 TSPAN12 USP44 DESCARTES_FETAL_MUSCLE_SCHWANN_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_MUSCLE_SCHWANN_CELLS ADAM23 ADGRB3 ALCAM ANO3 ANO4 ASPA ATP10B B3GAT1 BCAN BEND6 BMP8B BRSK2 C10orf82 C10orf90 C2orf72 CADM1 CADM4 CDH1 CDH19 CDH2 CHL1 CHST9 CNP COL20A1 CPXM2 CSMD3 CTXND1 DHH DPP10 DST ENSG00000264845 EPHA5 FAM78B FLRT1 FLRT3 FMN2 FOXD3 FRMD5 FSTL5 GABRA2 GFRA3 GINS3 GLDN GRB14 GRID2 GRIK2 GRIK3 HMGA2-AS1 HSPA12A IGSF9B INSC ITGB8 KCNC2 KCNH5 KCNH8 KCTD8 KIAA1755 KIRREL3 L1CAM LINC01505 LINC01608 LRP1B LRRTM1 LRRTM4 MAG MAL MAP3K4-AS1 MDGA2 MEGF9 METRN MIR3659HG MMD2 MOXD1 MPZ NKAIN3 OPCML PARD6B PCSK2 PLEKHA4 PLEKHB1 PLLP PLP1 PMP2 PMP22 POU3F1 PP7080 PPP1R1C PPP2R2B PRIMA1 PRSS27 PRX PTPRZ1 RAB36 RDH10 S100B SEMA3B SFRP5 SLITRK2 SMN2 SORCS1 SOX10 SOX2 STK32A TAFA5 TENM3 TENM3-AS1 TFAP2A TMEM132B TMEM178B TMEM92 TMPRSS5 TRPV3 TSBP1 TTYH1 UGT8 XKR4 ZNF804B DESCARTES_FETAL_MUSCLE_SKELETAL_MUSCLE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_MUSCLE_SKELETAL_MUSCLE_CELLS ABRA ACTA1 ACTC1 ACTN2 ACTN3 ADCY2 ADPRHL1 AGL AK1 ANKRD1 ARHGAP36 ARX ASB10 ASB12 ASB15 ASB15-AS1 ASB18 ASB4 ASB5 ASIC4-AS1 ATP1B4 ATP2A1 BIN1 C10orf71 C14orf180 C19orf81 C1orf105 C21orf62 C3orf52 C7orf33 CA14 CA3 CA3-AS1 CACNA1S CACNB1 CACNG1 CACNG6 CAMK2A CAPN1-AS1 CAPN3 CARNS1 CASC18 CASQ1 CAV3 CAVIN4 CCDC54-AS1 CCNB3 CDHR5 CFL2 CKM CKMT2 CLDN10 CLDN9 CMYA5 COL22A1 CXCL13 CYP2J2 DDN DES DHRS7C DNAJC5B DPYSL5 EEF1A2 ENO3 ENSG00000222095 ENSG00000234352 ENSG00000250041 ENSG00000251574 ENSG00000259754 ENSG00000268650 FAM230G FAM47E-STBD1 FAM81B FBP2 FBXO40 FER1L5 FGF6 FGFRL1 FHL1 FOLR1 GAD3P GADL1 GJD2 GJD2-DT GJD4 GPD1 GPR37 GSG1 HCN1 HJV HOMER3-AS1 HOPX HRAT17 HSPB2 HSPB3 HSPB6 HSPB8 IGFL4 IL17B IL20RA ITGB1BP2 JPH1 KBTBD13 KCNA7 KCNJ5-AS1 KCNJ6 KCNK17 KCNQ4 KLF5 KLHL30 KLHL31 KLHL40 KLHL41 KRT80 LANCL1-AS1 LCN8 LDB3 LDHD LINC00382 LINC00457 LINC00499 LINC00570 LINC00578 LINC00595 LINC01124 LINC01201 LINC01208 LINC01209 LINC01497 LINC01854 LINC01885 LINC01982 LINC01996 LINC02254 LINC02421 LINC02523 LINP1 LMOD3 LRRC38 LRRC46 LRRC56 LRTM1 LTK MAFA MAP4K1-AS1 MAPK4 MB MEG9 METTL21C MGC27382 MIR133A1HG MLIP-AS1 MRLN MYADML2 MYBPC1 MYBPC2 MYBPH MYH2 MYH3 MYH8 MYL1 MYL11 MYL4 MYL5 MYOM3 MYOM3-AS1 MYOZ1 MYOZ2 MYPN NEB NEFM NMRK2 NNAT NRAP NT5ELP OBSCN ONECUT2 PACSIN3 PDE4DIPP1 PFKM PGAM2 PGPEP1L PHKG1 PHOSPHO1 PIEZO1P2 PLAAT1 PLEKHG7 PPDPFL PPP1R27 PPP1R3B-DT PPP1R3C PRKAA2 PRKAG3 PRR16 PRR32 PRSS56 PTGFR PVALB RBM38-AS1 RPL32P13 RPL3L RPL7P3 RPRM RPS7P8 RRAGD SGCG SHISA2 SLC24A2 SLC5A1 SLC8A3 SLC9A2 SLN SMPX SMTNL1 SMTNL2 SMYD1 SNAI3 SP5 SPAG6 SPHKAP SRL SRPK3 STPG2-AS1 SYNPO2L SYPL2 TCEAL7 TECRL TMEM182 TMEM38A TMEM52 TNNC2 TNNI1 TNNI2 TNNT2 TNNT3 TNPO1-DT TPM1 TPM2 TRDN-AS1 TRIM54 TRIM55 TRIM63 TRIM7 TTC39A TTN TTN-AS1 TXLNB UFL1-AS1 UGT3A1 UNC45B VAX2 VMO1 VWA5A WFDC21P WNT4 XIRP1 DESCARTES_FETAL_MUSCLE_SMOOTH_MUSCLE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_MUSCLE_SMOOTH_MUSCLE_CELLS ABCC9 ACTA2 ACTA2-AS1 ACTG2 ADCY5 ADORA2B ADRA1D ANGPT2 ANKRD20A11P ANO1 AOC3 B4GALNT1 BCAS3-AS1 BMP5 C1QTNF7-AS1 CABP1 CACNA1C CACNA1C-IT3 CARMN CCDC3 CCN4 CORIN COX4I2 DAAM2 EDNRA EEF1DP3 ENPEP ENTPD3 FAM162B FHL5 FOXS1 FRK GPC6 GPR176 GUCY1A2 ITGA11 KCNA5 KCNAB1 KIAA1549L LAMC3 LEFTY2 LINC00702 LINC02237 LINGO1 MAPT MYH11 MYO1B-AS1 NDUFA4L2 NKD2 NMUR2 NRIP2 OR51E1 OR51E2 P2RX3 PAWR PDE1B PDGFRB PLCL1 PLN RAB3B RASL12 RBPMS2 RCAN2 RERG RGS5 RRAD SEMA5B SEPTIN4-AS1 SLC38A11 SLC6A1 SLC7A11 SLIT3 STEAP4 SULT1E1 TAGLN TEX41 TMC4 TMEM74B TRPC4 WDR72 DESCARTES_FETAL_MUSCLE_STROMAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_MUSCLE_STROMAL_CELLS ABCC6P1 ACKR4 ANGPTL1 ANOS1 ARSJ ASPN B3GALT1-AS1 C1QTNF12 C1R C1S CACNA1G CBLN3 CCBE1 CCK CDH18 CERS3-AS1 CILP CLCA4-AS1 CNTFR CNTNAP4 COL12A1 COL1A1 COL1A2 COL3A1 COL6A6 COL8A2 COLGALT2 CTSK CXCL14 DCAF12L1 DCN DIO3 DIRC1 DKK2 DNASE1L2 DPT EGFL6 ENSG00000248515 ENSG00000248540 FAIM2 FBLN1 FGF18 FGF19 FNDC1 FNDC1-AS1 FNDC1-IT1 GDF6 GREM1 IGFBP6 ISLR ITM2A ITPRID1 KCNA1 KCNIP1-OT1 KDELR3 LINC00645 LINC01133 LINC01139 LINC01684 LINC02234 LINC02323 LINC02364 LINC02893 LMO7DN LMO7DN-IT1 LMX1A LRRK2-DT LUM LVRN MAL2-AS1 MFAP5 MGP MIR1245A MRC2 OGN OSR1 PCOLCE PDGFRA PDGFRL PHEX PI15 PI16 PLPPR5 POSTN PTCHD1 RSPO3 RTL3 SCARA5 SHISA3 SHISA6 SHOX2 SLC28A1 SMOC2 SPON2 TMEM119 TMEM26 TNXB WNT10B WSCD2 XPNPEP2 DESCARTES_FETAL_MUSCLE_VASCULAR_ENDOTHELIAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_MUSCLE_VASCULAR_ENDOTHELIAL_CELLS ACKR1 ADAMTS18 ADGRL4 ANO2 APLN AVPR2 BTNL9 C1QTNF9 C1orf115 C2CD4B CA4 CCM2L CD300LG CD93 CLIC5 CYYR1 CYYR1-AS1 DLL4 EFCAB14 EGLN1 ENSG00000233251 ENSG00000233461 ESM1 EYS F2RL2 FAM124B FAM167B FLT1 GFRAL GRASLND GRIA2 GRIN2A IL33 INMT KITLG LIMASI LINC01362 LINC01695 LINC01697 LIPE LY86-AS1 MADCAM1 MAPK11 MMRN2 NOS2 NOS3 NOSTRIN NOTCH4 NOX4 NRN1 PLVAP PRCP PRND PRR29 PRSS51 PTPRM PTPRR RAB3C RAMP3 RAPGEF5 RBP7 SELE SLC5A4 SLC9C1 SOX17 SOX7 SPNS2 TAFA2 TM4SF1 TM4SF18-AS1 TMC1 TMEM150C TMEM255B TMEM88 TPO VEGFC DESCARTES_FETAL_PANCREAS_ACINAR_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_PANCREAS_ACINAR_CELLS ABCC6P1 ADAM7-AS2 AKR7A3 AKR7L ALB AMBP APOB AQP12A AQP8 BCL2L15 C12orf71 CBS CCKAR CCKBR CEL CELA2A CELA3A CELA3B CELP CLPS CLPSL1 CNPY1 CPA1 CPA2 CPB1 CTRB1 CTRB2 CTRC CUZD1 DPEP1 ENSG00000243620 ENSG00000259203 ERP27 FABP1 FAM87A FBXO2 FREM2-AS1 GATM GP2 GSTA1 HTR1E IL17C IL22RA1 KCNE5 KLB KLK1 LHB LINC02472 LINC02477 LOC100506281 LYPLAL1-AS1 MEP1A MIOS-DT MT1E MT1G MT1H MT1HL1 MT1M MT1X MT2A MYMX NCCRP1 OPN4 PLA2G1B PNLIP PNLIPRP1 POMC PRR15 PRR35 PRSS1 PRSS16 PRSS3P1 PTCHD3 PTF1A RBPJL REG1A REG1B REG3G REG4 RNF186 RPL7AP63 RTL1 SEL1L SERPINI2 SLC16A12 SLC39A5 SPINK1 SPX STEAP1 SYCN TMED11P DESCARTES_FETAL_PANCREAS_CCL19_CCL21_POSITIVE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_PANCREAS_CCL19_CCL21_POSITIVE_CELLS AARD ADAMDEC1 ADGRF1 ADM2 ALPK2 APOE C1GALT1C1L C1S CCL19 CCL21 CDX1 CILP2 COL6A5 COL7A1 CSF1 CXCL12 CXCL13 CXCL14 CYP51A1P2 DAZL EIF5-DT ENSG00000226706 FDCSP FGF11 FMO6P FNDC1-AS1 GAL3ST3 GRIN2B HOXC9 HS3ST6 HTD2 IGFN1 KPNA2P2 LGI2 LINC01686 LINC02196 LINC02350 LPAL2 LRRC37A17P MINCR MIR3677HG MSC MYBPC2 NPFFR1 OCA2 OLA1P1 PCDH11X PCDH11Y PGF PI15 PJVK PRPS2 PTGDS PTGER1 RPL27P6 SHISA3 SLC22A3 SLC26A7 SNORD116-30 SPIC TNC TNFRSF11B TNFSF11 TPBGL UBD VCAM1 WDR97 DESCARTES_FETAL_PANCREAS_DUCTAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_PANCREAS_DUCTAL_CELLS A4GNT ACSM3 ADAMTS16 ADAMTS16-DT ADORA1 AGR3 ANO3 ANXA13 ANXA4 ANXA9 ATP12A ATP13A4 ATP1A1 ATP1B1 BAAT C6 CA4 CALB1 CALHM3 CAPS CCDC198 CDX2 CFAP221 CFTR CLCNKB CLDN10 CLDN9 DCDC2 DEFB1 DEGS2 EHF ELF3 ENSG00000226733 ENSG00000227885 ENSG00000231119 F2RL1 FAM245A FAM86FP FGFR2 FGFR3 FOLR1 FOXA1 FUT3 FUT6 GADL1 GFAP GMNN GREP1 GS1-24F4.2 HABP2 HKDC1 HMGA2-AS1 HOGA1 IFFO2 KCNJ15 KCNJ16 KLHDC7A KRT4 LAD1 LAMA1 LCIIAR LEFTY1 LHFPL3-AS2 LINC00379 LINC01152 LINC01186 LINC01659 LINC01836 LINC02343 LINC02532 LYPD6B MMP7 MTND3P10 MUC20 NCMAP NECTIN4 NEURL1-AS1 NEURL3 NRTN NUAK2 OGDHL OLFM4 PAQR5 PART1 PKHD1 PLD1 PLPP2 POU5F1 PPARGC1A PPP1R1B PRKAR1B-AS2 PRSS22 PTPRU RHOV RHPN1-AS1 RNA5SP301 RNU6-287P ROCR S100A14 SALL4 SCNN1A SCTR SDC1 SELENOV SFRP5 SHANK2 SLC17A4 SLC22A8 SLC34A2 SLC3A1 SLC4A4 SLC5A9 SOWAHB SPEF1 SYT8 TMEM139 TMEM229A TMEM72 TMPRSS3 TRPV6 TTYH1 UGT2A3 UGT2B15 UPK1A UPK1B VEPH1 VGLL1 VTCN1 WNK2 DESCARTES_FETAL_PANCREAS_ENS_GLIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_PANCREAS_ENS_GLIA ADAM23 ARHGEF26 ASPA AZGP1 B3GALT2 BCAN CDH19 CMTM5 CNP COL20A1 COL25A1 COL28A1 CRYM DCT DEPDC7 ERBB3 FAM181B FOXD3 FOXD3-AS1 GFRA1 GINS3 GJC3 GPR12 GPR17 GPR83 GRIK3 HCRTR1 HS3ST4 INSC LGI4 LINC00648 LINC01198 LINC01505 LINC02024 LINC02082 LINC02300 MDGA2 MEGF10 MIA MMD2 MPZ MYOT NKAIN2 NKAIN3 NLGN3 OLFML2A PAPPA-AS1 PAQR6 PLAC9P1 PLP1 PMP2 POLR3G PRIMA1 PRNP PTPRZ1 RASGEF1C RBMS3-AS3 RPL13AP2 S100B SDK2 SHC4 SLC16A4 SOX10 SOX2 SOX2-OT ST3GAL6-AS1 ST8SIA5 SYNPR TAC1 TFAP2A TSPAN11 VSTM2B-DT WNT16 ZMYM4-AS1 DESCARTES_FETAL_PANCREAS_ENS_NEURONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_PANCREAS_ENS_NEURONS ABCA12 AKAP6 AMER2 ANK2 APC2 ARHGDIG ASTN2 ATCAY ATP1A3 ATP2B3 BCAN-AS1 BUB3 CACNA1E CADM3-AS1 CARTPT CCDC171 CDH9 CHAT CHD5 CHRNA3 CHRNA7 CLVS2 CNGB1 CNR1 CNTNAP2 CRABP1 CTXN2 DBH DLL3 DLX3 DLX5 DLX6 DLX6-AS1 DNER DOC2A DPYSL3 DPYSL5 DRAXIN DSCAM EIF1P6 ELAVL3 ELAVL4 EML5 ENO2 ENSG00000214803 ENSG00000250781 EPO FAM131B FAM163A FGF13 FSD1 FTH1P16 GAL GAP43 GCNT2P1 GNG3 GPR22 GPRIN1 GRIN1 GRP GULOP HCN1 HECW1 HMX2 HRH3 INA ISLR2 JAKMIP1 JPH3 KCNIP4 KCNK15-AS1 KIAA0408 KIF5A LHFPL3 LINC01587 LINC02691 LINC02986 LINC03047 LIX1 MAP1B MDP1 MED12L MIAT MIR137HG MIR186 MKX MLLT11 MYH15 NBAT1 NEFH NNAT NOS1 NPY NPY2R NRG1 NRG1-IT1 NRSN1 NSG2 NUDT10 OLFM1 OLFM3 OPRD1 OPRM1 PCBP3 PCDH10 PCDH15 PCDHB2 PENK PHACTR3 PHOX2A PHOX2B-AS1 PIRT PKP1 PLPPR3 PRPH PTPRR PUS1-AS1 RAB6B RET RGMB RIMS1 RIMS3 RIMS4 RPL21P2 RPL24P4 SCN2A SEMA3E SLC10A4 SLC18A3 SLC6A15 SLCO5A1-AS1 SLCO6A1 SMIM28 SOGA3 SPIN2B SRRM4 STMN2 STMN4 SULT4A1 SYNGR3 SYT1 SYT9 TLCD3B TLX2 TMC3 TMC3-AS1 TMEM151B TMEM35A TMEM59L TRIM67 TROAP-AS1 TTBK1 TTC9B TUBA1A TUBB2A TUBB2B TUBB3 TUBB4A UCHL1 UNC5C VAT1L VIP VIRMA-DT WFIKKN2 ZNF843 DESCARTES_FETAL_PANCREAS_ERYTHROBLASTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_PANCREAS_ERYTHROBLASTS ABCB10 ABCB6 ABCC13 ACSL6 AHSP ALAD ALAS2 ANK1 ANKLE1 ANKRD9 ART4 BLVRB BPGM BTNL10P C17orf99 C9orf40 CAT CCNE1 CDC25A CDC27 CPOX CTSE CYP4A22-AS1 DCAF12 E2F2 EIF2AK1 EIF5AP2 ENSG00000189316 ENSG00000255367 ENSG00000260592 EPB42 EPOR ERMAP ESPN FAM104A FAM117A FECH FLACC1 GALNT5 GATA1 GCLC GFI1B GKN2 GLRX5 GMPR GYPA GYPB GYPE H2AC4 H3C3 HBA1 HBA2 HBB HBBP1 HBE1 HBG1 HBG2 HBM HBQ1 HBZ HBZP1 HEMGN HMBS HMGN1P8 HMMR ICAM4 IFIT1B KEL KLF1 KRT1 LINC01399 LINC02506 MAP2K3 MFSD2B MYL4 MYO18B NFE2 NRIR OR2W3 OSBP2 PAQR9 PHOSPHO1 PIP5K1B PKLR PLEK2 PRDX2 RFESD RGS6 RHAG RHCE RHD RIPOR3 RNF224 RRM2 SCARNA22 SEC14L4 SLC14A1 SLC22A16 SLC22A4 SLC25A21 SLC25A37 SLC25A39 SLC2A1 SLC38A5 SLC4A1 SLFN14 SMIM1 SNCA SNORD3A SNX22 SPTA1 SPTB STAM STEAP3 STYK1 TAL1 TANGO2 TDH TF TFDP1 TFR2 TFRC TLCD4 TLCD4-RWDD3 TMCC2 TRAK2 TRIM10 TRIM58 TSPAN32 TSPO2 UBAC1 UBE2O UROD UROS XK XPO7 YOD1 YPEL4 DESCARTES_FETAL_PANCREAS_ISLET_ENDOCRINE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_PANCREAS_ISLET_ENDOCRINE_CELLS ABCC8 ACVR1C ADGRA1 AMN ARX ASB9 ASIC2 BAIAP3 BTBD17 C1orf127 C22orf42 CACNA1A CALCR CDC42EP3-AS1 CEP126 CERKL CHGA CHRND CIBAR2 CLDN18 CLTRN CNGA3 CRH CROCC2 CRYBA2 DCDC1 DDC DEUP1 DIRC3-AS1 DNAH5 DUSP9 ECEL1 EDN3 EGR4 ELAPOR1 ELFN2 ENO1P1 ENSG00000236154 ENSG00000253726 ENSG00000259881 ENSG00000271860 EPHA8 ERO1B EYA2 FAM135B FEV FFAR4 FTCD G6PC2 GAD2 GCG GCK GHRL GIPR GJD2 GJD2-DT GLRA3 GPC5-AS1 GPD1 GPR158 GRHL3 GRIA3 GRM4 HADH HEPACAM2 HHATL HISLA HTR1F IAPP IGFBPL1 INS INS-IGF2 IRX2 IRX2-DT ISL1 ISX KCNH6 KCNJ3 KCNJ6 KCNK16 KCNMA1 KCNMB2 KHDRBS2-OT1 KLHL32 KLK12 LHX4 LINC00616 LINC00907 LINC01014 LINC01195 LINC01484 LINC01548 LINC01574 LINC01586 LINC01885 LINC01886 LINC01976 LINC02131 LINC02197 MAB21L4 MAFA MAN1A2P1 MINDY2-DT MIR7-3HG MLXIPL MS4A8 MUC5B MYREM NAMA NECAB2 NEUROD1 NEUROD2 NEUROG3 NKX2-2 NKX2-2-AS1 NKX6-3 NOL4 NOL4L-DT NR0B1 PAX4 PAX6 PCSK1 PCSK2 PHGR1 PLCXD3 PLPPR1 PPP1R14C PPP1R1A PPY PROC PTPRN PTPRN2 PYY QPCT RAB26 RBP4 RFX6 RGS4 RGS7 RIPPLY3 RN7SL164P RPL36P6 SCGB2A1 SERPINA10 SERTAD4BP SHISAL2B SLC17A6 SLC22A14 SLC26A4-AS1 SLC30A8 SLC35F4 SLC45A2 SLC6A4 SMIM32 SST SSTR5-AS1 ST18 ST6GALNAC5 STXBP5L SYNDIG1L SYNGR4 TMEM190 TMEM61 TMPRSS6 TPD52 TRPC7-AS1 TRPM5 TSPAN1 TTC39A-AS1 TTR TUNAR UCN3 VWA5B2 DESCARTES_FETAL_PANCREAS_LYMPHATIC_ENDOTHELIAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_PANCREAS_LYMPHATIC_ENDOTHELIAL_CELLS ABCA4 ADD3-AS1 ANO9 BMP6 BMPER C20orf204 CACNA2D1-AS1 CCL20 CEMIP CTHRC1 CXCL5 DDX59-AS1 DHODH ELMOD1 ENSG00000223786 ENSG00000255240 ENTREP1 F8 FLNC-AS1 FOXC2 FZD10 GABRP GNA14-AS1 GPM6A GPR182 HOXD10 IL5RA INO80C IRX3 KCNJ2-AS1 KRT18P55 LINC00636 LINC01252 LINC02147 LRRC69 MMRN1 MPP7 MYCBPAP NFATC1 NRG3 NTS P3H2-AS1 PARD6G PDF PGM5 PTGS2 RALGAPA2 RASSF9 RNU1-109P RPAP3-DT RPS15AP10 RPS26P43 RPS7P4 RSF1-IT1 SLC30A3 STAB2 STON2 TBX1 TFPI TLL1 TNFAIP8L3 TNFRSF11A TNFRSF9 TRIM54 TRMT9B VPS26BP1 DESCARTES_FETAL_PANCREAS_LYMPHOID_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_PANCREAS_LYMPHOID_CELLS ANKRD44-AS1 AOX2P AOX3P BACH2 BCL11B BLK BTLA CACNA1C-AS2 CCL22 CCR4 CCR7 CCR9 CD160 CD19 CD2 CD22 CD247 CD27 CD3D CD3E CD3G CD40LG CD5 CD6 CD69 CD72 CD79A CD79B CD8A CD8B CD96 CHI3L2 CHRM3-AS2 CLECL1P CPA5 CRTAM CST7 CTSW CXorf65 CYMP DENND2D DGKA DNTT ENSG00000179253 ENSG00000224610 ENSG00000236935 ENSG00000258572 ENSG00000267568 EOMES EPHA1-AS1 ERVH48-1 FASLG FCMR FCRL1 FCRL2 FCRL3 FCRLA FOXP3 GATA3 GNLY GPA33 GPR171 GPR174 GPR18 GZMA GZMH GZMK GZMM HECW2-AS1 ICOS IFNG IGHD IGHM IGHV1OR15-1 IGLC2 IGLC3 IGLL1 IKZF3 IL1RL1 IL24 IL2RA IL2RB ITK KLRB1 KLRC3 KLRC4 KLRC4-KLRK1 KLRF1 KLRK1 KRT2 KRT73 KRT73-AS1 LAIR2 LAT LAX1 LCK LCN6 LEF1 LEF1-AS1 LINC00426 LINC00861 LINC01222 LINC01871 LINC01891 LINC01934 LINC02273 LINC02325 LINC02397 LINC02422 LINC02520 MATK MIR3142HG MS4A1 NCR3 NKG7 NPM1P7 NT5C3AP2 OXNAD1 P2RX5 P2RY10 PARP11-AS1 PASK PAX5 PDCD1 POU2AF1 PRF1 PTPRCAP PVRIG PYHIN1 RAG1 RAG2 RHOH RTP5 SCML4 SEPTIN1 SH2D1A SH2D2A SHISAL2A SIRPG SIT1 SKAP1 TBC1D10C TBX21 TCF7 TCL1A TCL6 TERT TESPA1 THEMIS TIGIT TNFRSF13B TRAT1 TRAV4 TRAV6 TRBC2 TRGC1 TTC16 TTC24 UMODL1 UTS2 VPREB1 VPREB3 VSIG1 XCL1 XCL2 ZAP70 ZNF215 DESCARTES_FETAL_PANCREAS_MESOTHELIAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_PANCREAS_MESOTHELIAL_CELLS ADGRD1 ALDH1A2 ALOX15 AOX1 ATP7B BDKRB1 BNC1 BRINP2 C19orf33 CCBE1 CELF2-AS2 CFB CHAC1 CLDN1 CLDN15 CLIC5 COL11A1 COL8A1 CPA4 CRB2 EXTL1 FAM13A-AS1 FGF1 GAS1 GFPT2 GNGT1 GPRC5A GRIN3A GSDME HAS1 INMT ITPKC KLF5 KLK10 KLK11 KLK5 LINC00922 LINC01258 LINC01606 LINC02232 LINC02360 LINC02643 LINC03092 LRP2 LRP8-DT LRRN4 MSLN MT1A MUC16 MYRF NEK5 NFATC2 OTOGL PLA2G10 PLA2G2A PPP2R2C PTPRQ RAET1E RARRES1 ROR1-AS1 RPL21P21 RPRM RSPO1 SCEL SERTAD4-AS1 SERTM1 SGSM3-AS1 SI SILC1 SLAIN1 SMTNL2 SPHKAP TFPI2 TGM1 TMEM151A TNNT1 UPK3B VTN WNT2B WT1 DESCARTES_FETAL_PANCREAS_MYELOID_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_PANCREAS_MYELOID_CELLS ABCA13 ADAM28 ADGRE2 AGR2 AQP9 ARL5C ASGR2 ATP8B4 BATF3 BCL2A1 C19orf38 C1QA C1QB C1QC C1orf162 C3AR1 C5AR1 CAMP CARD9 CCDC170 CCDC26 CCR1 CCR2 CCR5 CD14 CD163 CD163L1 CD1D CD209 CD300C CD300E CD300LB CD300LF CD33 CD68 CD83 CD86 CEACAM4 CFP CLEC10A CLEC12A CLEC4A CLEC4C CLEC5A CLEC7A CLEC9A CLNK COL4A3 CPVL CSF1R CSF2RA CSF3R CSTA CTSZ CX3CR1 CXCL8 CXCR2P1 CYBB DEFA3 ENAM ENSG00000230709 F13A1 FAM221B FCAR FCER1G FCGR1A FCGR2A FCN1 FGD2 FGL2 FGR FLT3 FMN1 FOLR2 FPR1 FPR3 GNA15 GPR141 GPR34 GPR35 GPR82 GZMB HCAR3 HCK HELZ-AS1 HK3 HLA-DPA1 HLA-DQA1 HLA-DQB1 HLA-DQB2 HLA-DRB1 HLA-DRB5 HLA-DRB6 HLA-DRB9 HMGN1P15 HMOX1 HPGDS HRH1 IDO1 IFI30 IGSF6 IL10 IL1B IL1R2 IL1RN IRF5 ITGAM ITGAX JAML JCHAIN KCNE1 KCNK13 KYNU LGALS12 LGMN LILRA1 LILRA4 LILRA5 LILRA6 LILRB1 LILRB2 LILRB3 LILRB4 LILRB5 LINC00299 LINC00892 LINC00996 LINC01478 LINC02132 LINC02908 LINC03070 LINGO4 LIPN LRRC25 LST1 LUCAT1 LYZ MCOLN2 MEFV MICOS10-DT MILR1 MIR3945HG MNDA MPEG1 MPO MS4A14 MS4A4A MS4A4E MS4A6A MS4A7 MSR1 MYO1F NAPSB NCF1 NCF2 NFAM1 NLRC4 NLRP12 NLRP3 NME8 OGFRL1 OSCAR OSM P2RY13 P2RY6 PACSIN1 PADI2 PADI4 PILRA PLD4 PLEK PRAM1 PROK2 PRTN3 PTAFR PTCRA RASGRP4 RENBP RETN RGS18 RN7SL138P RN7SL288P RN7SL368P RNASE6 RNU4-38P RPL32P1 S100A12 S100A8 S100A9 S100Z SCIMP SCN1B SCT SIGLEC1 SIGLEC10 SIGLEC11 SIGLEC14 SIGLEC5 SIGLEC7 SIGLEC9 SIRPB1 SIRPB2 SLAMF7 SLAMF8 SLC22A20P SLC24A4 SLC31A2 SLC37A2 SLC39A13-AS1 SMIM35 SOWAHD SPI1 SPNS3 SRGN STYXL2 TASL TBXAS1 TFEC TIFAB TIMD4 TLDC2 TLR8 TNNI2 TREM1 TRPM2 TYROBP UPK3A UTF1 VENTX VNN3P VSIG4 WFDC21P WNT10B XCR1 ZNF385A DESCARTES_FETAL_PANCREAS_SMOOTH_MUSCLE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_PANCREAS_SMOOTH_MUSCLE_CELLS ACTA2 ACTG1P25 ACTG2 ANKRD20A11P AOC3 AOC4P AVPR1A BMP5 CARMN CASQ2 CBLN1 CCDC3 CIDEA CSPG4 DCLK3 ENSG00000225655 FAM162B FOXF2 GJC1 GPR20 HIGD1B LINC00702 LINC00989 LINC02237 LINC03056 MUSTN1 MYH11 NDUFA4L2 NPTX1 NTF3 OR51E1 OR51E2 PLN RGS5 SEPTIN4 SFN SGCA SLC6A1 THBS4 TLX1 DESCARTES_FETAL_PANCREAS_STROMAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_PANCREAS_STROMAL_CELLS ABCA10 ABCA6 ABCA9 AGTR2 ANGPTL1 ANGPTL6 BHLHE22-AS1 CCL11 FMO1 LINC01819 LPAR4 LVRN MFAP5 MIR1245A MIR218-1 MMP23B NFE4 NRK NTF4 PITX1 RSU1P3 RTL3 SFRP2 SHOX2 SLC7A10 THBS2 TSGA13 DESCARTES_FETAL_PANCREAS_VASCULAR_ENDOTHELIAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_PANCREAS_VASCULAR_ENDOTHELIAL_CELLS ACSM2B ADAD2 ADM5 ALPL APLN AQP7 ARHGEF15 AVPR2 BCL6B BHLHE40-AS1 BTNL9 C1QTNF9 CD109 CD320 CD34 CD93 CLEC14A CLEC3B COL13A1 COL15A1 CRYBB3 CYYR1 ENSG00000233251 ESAM ESM1 EXOC3L1 F2RL3 FAM124B FAM167B FCN3 FLT1 FOXI2 HAPLN1 HSPG2 IFI27 JAG2 JAM2 LHX6 LINC01936 MADCAM1-AS1 MALL MIR126 MMRN2 NOSTRIN NOTCH4 ODF3L2 OIT3 PCDH12 PLVAP PRND RP1L1 SCN4A SEMA6B SLC9C1 SOX17 SOX7 SPAAR SSUH2 TCF15 TCIM TM4SF18 TM4SF18-AS1 TMEM88 UPB1 VSIG2 DESCARTES_FETAL_PLACENTA_AFP_ALB_POSITIVE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_PLACENTA_AFP_ALB_POSITIVE_CELLS A1CF ABCB11 ABCC2 ABCC6 ACADSB ACY1 ADAMTS16 ADH1A ADH4 ADH6 AFP AGT AGXT AHSG AHSP AK4 AKR1C2 AKR1C3 ALB ALDH4A1 ALDH6A1 ALDOB AMBP AMN ANGPTL3 APOA1 APOA2 APOB APOC3 APOH APOM ARG1 ASGR1 ASGR2 ASS1 ATF5 BAAT BCHE BDH1 BEX1 BHMT C4BPB C5 C8A CBS CD302 COL2A1 CPB2 CPS1 CYP39A1 CYP3A7 CYP4A11 CYP4F3 CYP8B1 DDC DGAT2 DHCR24 DHCR7 DIO1 DOCK7-DT DPYS EPPK1 ERP27 ESPN F12 F13B F2 FABP1 FGA FGB FGFR4 FGG FLRT3 FMO5 FTCD FZD5 G6PC1 GC GLS2 GOLT1A GPAM GPER1 GSTA1 GSTZ1 HBM HISLA HJV HMGCS2 HPX HRG HRG-AS1 HSD17B11 IDI1 ITIH1 ITIH2 ITIH3 KLB KLHL31 KNG1 LINC02027 LINC02301 LIPC LRG1 MASP2 MAT1A MEP1A MIR9-1HG MLXIPL MMAB MPST MSI1 MSMO1 MST1 MT1E MT1F MT1G MT1H MT1X MT2A NAT1 NBEAP1 PAH PAQR9 PBLD PEBP1 PGRMC1 PHYH PIK3C2G PLG PNPLA3 PRAP1 PRG4 PRODH2 PROX1 RBP4 REEP6 RIDA SARDH SCD SEMA4G SERPINA1 SERPINA10 SERPINA4 SERPINA5 SERPINA6 SERPINC1 SERPIND1 SERPINF2 SIRT4 SLC13A5 SLC2A2 SLC30A10 SLC37A4 SLC38A3 SLC38A4 SLC39A5 SLCO1B1 SLCO1B3 SMLR1 SOAT2 SPRYD4 STEAP2-AS1 TDO2 TENM1 TF TFR2 TM4SF4 TM7SF2 TMEM97 TMPRSS6 TTR UGT2B4 VTN XPNPEP2 DESCARTES_FETAL_PLACENTA_EXTRAVILLOUS_TROPHOBLASTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_PLACENTA_EXTRAVILLOUS_TROPHOBLASTS AADACL3 AOC1 ASAP3 ASCL2 ASPSCR1 BEST3 CCNE1 CERCAM CILP2 CLDN19 COL17A1 DAW1 DEPDC7 DIO2 EGFR-AS1 FAM43B FAT2 FN1 FSTL1 FSTL3 GKN1 GPR146 GPR78 HEXB HLA-G HSPG2 HTRA1 HTRA4 IGFL2-AS1 ISM2 ITM2B KCNJ15 KCNK12 KISS1R KLRG2 KRT16P6 LAIR2 LDLRAD2 LINC00330 LINC01819 LVRN LY6D LY6K MAG MMP12 MYCN MYCNOS MYCNUT NOG NOS2 NOTUM PDE6H POMC PRG2 PTGES PTPRF PTPRQ PYCR1 QSOX1 RN7SL810P RNF223 RTN4RL2 SEMA4C SLC17A8 SOWAHD STAB2 SYT8 TAC3 TNFSF10 TNNI2 WFDC3 DESCARTES_FETAL_PLACENTA_IGFBP1_DKK1_POSITIVE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_PLACENTA_IGFBP1_DKK1_POSITIVE_CELLS ADAMTS4 ADAMTS8 ADGRG2 ADRA2C ALDH1A3 AOX1 APOD BRINP2 C11orf96 C1R CAB39L CACNB2 CD248 CD82 CFD CHI3L2 CHRD CHRDL1 CILP CNR1 COL4A4 COX7A1 CPXM1 CRLF1 CTSK CYP1B1 DIRAS2 DKK1 DPP6 DPYD-AS1 ENTPD3 FAM131B-AS2 FOXL2 GALNT13 GAS1 GGT5 GLB1L2 GPR176 GRIA3 HEPH HOXD10 HSD11B1 HSPB6 HTR2B IGFBP1 IGFBP2 IGFBP4 IGFBP5 IGFBP6 IGSF10 IL1A IL1RL1 ING1 ISLR KCND2 LEFTY2 LETR1 LGALS1 LINC00707 LINC01435 LRRC15 LRRN4CL LUM MAOB MAP3K4-AS1 MEDAG MEGF10 MELTF MFGE8 MOV10L1 MXRA8 NDP NPR3 NR1D1 NTRK1 OMD OSGIN2 OSR2 P4HA3 PARM1 PCSK1 PEMT PGR PHYHIP PLAC9P1 PLPP1 POLR1F PRL PROK1 PRR15 RAMP1 RBP1 RGS17 RGS2 RORB RORB-AS1 ROS1 S100A3 SCARA5 SDC3 SHISAL1 SPOCK1 SSC5D STAC2 SULF2 TEX26-AS1 THY1 TIMP1 TMEM132C TMEM45A TNFRSF8 TRPC4 WDR86-AS1 WNT4 WNT5A WT1 WT1-AS DESCARTES_FETAL_PLACENTA_LYMPHOID_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_PLACENTA_LYMPHOID_CELLS ADGRG3 ADGRG5 AKNA ALOX5AP ANKRD20A9P ANKRD36BP2 APOBEC3D BCL11B CAMK4 CARD11 CARMIL2 CD2 CD244 CD247 CD27 CD38 CD3D CD3E CD3G CD5 CD52 CD6 CD69 CD7 CD79A CD79B CD8A CD96 CDHR1 CDKN2A CEP55 CLDND2 CRTAM CST7 CTSW CXCR3 DAPK2 DENND1C DTHD1 ENAM EOMES FBXO43 FCRL5 GIPR GNLY GNPTAB GZMA GZMB GZMH GZMK IFNG-AS1 IGHA1 IGHG1 IGHG3 IGHG4 IGHGP IGHM IGKC IGLL5 IKZF3 IL2RG IL32 IRF4 ISG20 ITGA8 ITGAD ITGB7 ITK JCHAIN JSRP1 KCNQ5 KIF11 KLRA1P KLRB1 KLRC1 KLRC2 KLRC3 KLRC4-KLRK1 KLRG1 LAX1 LCK LINC00426 LINC00861 LINC01484 LINC01934 LINC02362 LTB MYO1G MZB1 NCR1 NKG7 NLRC3 NMUR1 NOD2 NUGGC OASL PIM2 PLCH2 POU2AF1 PRF1 PSTPIP1 PTGDR PTGIS PTPN7 PTPRCAP RASA2-IT1 RASAL3 RASGRP1 RHOH RUNX3 SAMD3 SCML4 SEPTIN1 SH2D1A SH2D1B SH2D2A SIDT1 SIRPG SLAMF6 SLFN12L STAP1 STYK1 TBC1D10C THEMIS TIGIT TMEM71 TMIGD2 TNFRSF18 TOGARAM2 TRAF3IP3 TRAF5 TRAT1 TRBC2 TRDC TRGC2 TSHR TXNDC5 VAMP1 WDR62 XCL1 XCL2 ZAP70 ZBP1 ZNF215 ZNF683 DESCARTES_FETAL_PLACENTA_MEGAKARYOCYTES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_PLACENTA_MEGAKARYOCYTES ABCC4 ACRBP ACTR3B ADAMTSL4-AS2 ANGPT1 ANK1 ANKRD33B ANKRD40 ARHGAP6 ARMC3 ATP1A1-AS1 ATP2C1 BANK1 BCL2L1 BIN2 BIRC7 C11orf21 C1QTNF12 C20orf203 C20orf96 CAVIN2 CAVIN2-AS1 CBFA2T3 CD226 CDC14B CENPL CENPT CHEK1 CNST COL24A1 CPA6 CRACD DAAM1 DAPP1 DBN1 DCLRE1A DENND2C DGKG DNAJB2 DNM1P47 DNM3 DYNC1I1 EFCAB13-DT EFHC2 EGF EHD3 ENSG00000255240 EPHA10 EXOC3L4 F2RL3 FERMT3 FHOD1 FN3K FOXP1-IT1 GABRB1 GAS8 GP1BA GP6 GRK5-IT1 H2AC6 H2BC4 HABP4 HNRNPLL HTR2A ILK INHBA-AS1 INKA1 IPCEF1 ITGA2B ITGA9-AS1 ITGB3 KATNAL1 KCNT2 KDM7A-DT KIAA0513 KIF9 LEFTY1 LGALSL LIMASI LIMS1 LINC00534 LINC00667 LINC00989 LINC01089 LINC02284 LINC02604 LMO2 LRP12 LRRC14 LRRC8B MARCHF2 MAVS MAX MBOAT2 MCTP1 MCU MDM1 MFSD2B MIEF2 MIGA2 MINDY1 MKRN2 MLC1 MMRN1 MOB3C MPIG6B MYLK-AS1 MYO18B MYO3B MYOM1 MYT1L NEXN NLK NOL9 NQO1 NRGN NT5C3A NT5M OR2W3 OSBP2 P2RX1 PDCD10 PEAR1 PF4 PKHD1L1 PLA2G12A PLEKHA8P1 PPBP PRELID2 PRKAR2B PRKAR2B-AS1 PRKCB PROSER2 PRTFDC1 PRUNE1 PSTPIP2 PTGIR PTGS1 PYCR2 RAB27B RAB30-DT RAB37 RAB3C RAP1B RASA3 RBM38 RELCH RFFL RFXAP RGS18 RGS6 RHAG RIPOR3 RN7SL452P RN7SL801P RNF215 RNF24 RNU6-272P RNU6-299P RPS14P4 RUFY1 SAMD14 SAV1 SEC31B SELP SLC7A11 SLC8A3 SNCA SOCS3-DT STON2 STXBP5 TAL1 TBC1D20 TBXAS1 TEX22 TGFB1 THBS1 TLN1 TMEM40 TMEM74 TMEM91 TNIK TRIM58 TSPAN32 TSPAN33 TSPOAP1-AS1 TUBA4A TUBB1 VCL VEPH1 VPS11 WNT7B XIRP2 XRCC2 XYLT2 ZBED4 ZFPM1 ZMYND8 ZNF217-AS1 ZNF346 ZNF431 ZNF561-AS1 DESCARTES_FETAL_PLACENTA_MYELOID_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_PLACENTA_MYELOID_CELLS ACP5 ADAMDEC1 ADAP2 ADGRE2 ANKRD22 ARHGAP22 ARL11 BCL2A1 BFSP2 C1QA C1QB C1QC C1orf162 C3AR1 C5AR1 CALHM6 CCL13 CCL2 CD14 CD163 CD163L1 CD28 CD5L CD74 CD83 CD86 CHI3L1 CHIT1 CIITA CLEC7A CLEC9A CPVL CTSZ CXCL10 CXCL11 CXCL16 CXCL9 CYBB CYP2S1 EGR2 EREG FAM20C FCGR1A FCGR3A FGD2 FGL2 FOLR2 FPR3 GGTA1 GNA15 GPR141 HCK HK3 HLA-DMA HLA-DOA HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB5 HLA-DRB6 HPGDS HS3ST2 ICAM1 IGSF21 IGSF6 IL4I1 KCNAB1 KCNE1 KCNJ5 LACC1 LAIR1 LAMP3 LGALS2 LGMN LILRA6 LILRB2 LILRB4 LINC00970 LINC01094 LINC02698 LINC02798 LINC03070 LRRC25 LRRC39 LST1 LTA4H LY86 LYZ MAFB MARCHF1 MARCO MILR1 MMP9 MNDA MPEG1 MRPL2 MS4A6A MS4A7 NFAM1 NLRP3 NRIR OSCAR P2RX7 PADI2 PLA2G2D PLTP PPM1M PRAM1 RAB39A RASSF4 RBPJ RNASE6 RUBCNL RYR1 S100A8 SCIMP SDS SIGLEC1 SIGLEC10 SIGLEC9 SIRPB2 SLAMF8 SLC11A1 SLC37A2 SLC38A6 SLC7A7 SPP1 ST18 STAB1 SUCNR1 TFEC THEMIS2 TLDC2 TLR2 TLR6 TLR7 TMEM273 TNFAIP8L2 TOR4A TPRG1 TYROBP VSIG4 ZEB2-AS1 DESCARTES_FETAL_PLACENTA_PAEP_MECOM_POSITIVE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_PLACENTA_PAEP_MECOM_POSITIVE_CELLS ABCA4 ACMSD ADGRF1 AGR2 AHI1-DT ANKRD37 ARG2 ARHGEF28 ASRGL1 ATP2C2 B3GAT1-DT B4GALNT2 B4GALNT3 BAIAP2L2 BDKRB2 C2CD4A C4BPA CA12 CAPS CATSPERB CCDC148 CDKL2 CFAP43 CLDN3 COMP CP CX3CL1 CYS1 DCDC2 DEFB1 DEPTOR DLGAP1-AS3 DNAH5 DNAH7 DNAJB13 DNER DOK5 DRAIC DRC3 EHF ELAPOR1 ENPP5 ENSG00000231252 ENSG00000269043 EPCAM ERN1 ETS2-AS1 EVC F11-AS1 F2RL1 FAM135B FAM227A FAM229B FAM9B FOXJ1 FYB2 GABRP GALNT14 GEM GGT3P GPX3 GRAMD1C HAP1 HOXB-AS3 HOXB5 HS6ST3 IGSF11 IL1RL2 IL20RA INHBB IRX3 KCNK2 KCNMB2 KIF12 KIZ KLK10 LAMB3 LBP LCN2 LEKR1 LIF LINC00621 LINC00871 LINC01239 LINC01301 LINC01320 LINC01470 LINC01502 LINC01541 LINC01913 LINC02532 LINC02888 LINC03033 LRRC52-AS1 LRRIQ1 LY86-AS1 MACC1 MAL MFSD4A MKLN1-AS MRPS2 MTF1 MUC1 MUC16 MUC20 MYO5C NAPSA NMU NNMT NXNL2 OBP2A OVOL2 PAEP PAX2 PAX8 PDE7B-AS1 PER2 PIERCE1 PIGR PKDCC PKHD1 POU5F1 PRKAA2 PRR34-AS1 PSORS1C3 PTPRR RAB2A RASD1 RIMKLB RIMS2 RNF180 RORC RXFP1 SAMD12 SCNN1A SEC14L6 SFN SGPP2 SHROOM3 SIK2 SLC15A1 SLC18A2 SLC1A1 SLC34A2 SLC6A12 SLC6A20 SLC6A6 SLPI SNX29P2 SST STK33 SVOPL SYT14 TACSTD2 TMEM101 TMEM252-DT TMPRSS4 TNFAIP6 TSPAN1 TSPAN12 TTC39A UBE2D2 UCA1 UGT2B7 UGT8 VTCN1 VWA3A WDR72 WFDC2 ZNF19 ZPLD1 DESCARTES_FETAL_PLACENTA_SMOOTH_MUSCLE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_PLACENTA_SMOOTH_MUSCLE_CELLS ABCC8 ABCC9 ADAMTS18 ADAMTS20 ADAMTSL3 ADARB2 ADGRB1 ADRB3 AFF2 AGTR1 ANGPTL6 ANKRD30A ARHGAP44 BMPER BMPR1B C9orf153 CACNA1C CACNA1C-IT3 CARMN CCDC102B CCDC3 CCDC68 CDH19 CHRM2 CIB4 CLTCL1 CNTN4 COL13A1 COL5A3 COLEC10 COX4I2 CSPG4 DAAM2-AS1 EGFEM1P EGFLAM ENSG00000264845 ERFE FAM162B FAM182B FAM228A FOXF2 GFRA2 GJC1 GNAL GPR20 GRID1 GUCY1A2 HAS2 HECW2-AS1 HEYL HIGD1B ITGA9 KCNK17 KCNK3 KCNS3 LAMC3 LINC00993 LINC01099 LINC02082 LINC02398 LINC02889 LIPG LZTS1 MAPT NDUFA4L2 NGFR NOTCH3 OLFM2 PAG1 PAQR5 PDLIM3 PELO PGM5 PLA2G2A PLA2G5 PLCB1 PLCB1-IT1 POSTN RASL12 REN RGS20 SCN11A SCN4B SCN7A SEMA5B SEPTIN4 TBX5 TRPC3 VASH2 WNT3A DESCARTES_FETAL_PLACENTA_STROMAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_PLACENTA_STROMAL_CELLS ACKR1 ARHGAP15-AS1 ASB18 ASB4 ASZ1 C1QTNF2 C2orf83 CACNA2D4 CADM3 CCNYL2 CDH15 CLMP CNTN5 CNTN6 COL16A1 COL8A2 CYP2W1 DES EEF1DP3 ELN ENSG00000230649 ENSG00000258747 ENSG00000272668 FGF10-AS1 FLJ12825 FMO1 FREM1 GATA6-AS1 GBX2-AS1 GDF6 GDNF GDNF-AS1 GLI2 GXYLT2 HS3ST6 HSD3BP2 HSD3BP5 ITGBL1 KCNIP4 KCNJ12 KCTD19 LIN7A LINC00314 LINC00523 LINC01133 LINC01238 LINC01673 LINC01695 LINC01931 LINC02006 LINC02268 LINC02277 LINC02302 LINC02307 LINC02360 LINC02708 LINC02759 LINC02893 LOC105374516 MATN1 MATN2 MIR218-1 MMP23B MSC-AS1 MYOD1 NALCN NCKAP5-AS2 NFASC NGF OACYLP OCA2 PCDH10 PITX1 PKP1 PLAAT5 PON3 POU6F2 PTGFR RNU7-119P RPL17P13 RPL31P25 RSPO2 RTL9 SELENBP1 SFTPD SFTPD-AS1 SLC16A10 SLC18A3 SLC22A2 SLC24A2 SLC6A15 SLIT2 STC1 SYT15 TCF21 WSCD2 ZNF804B DESCARTES_FETAL_PLACENTA_SYNCYTIOTROPHOBLASTS_AND_VILLOUS_CYTOTROPHOBLASTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_PLACENTA_SYNCYTIOTROPHOBLASTS_AND_VILLOUS_CYTOTROPHOBLASTS ADCY2 ALDH7A1 ANKRD65 AP1S3 APELA ATP6V0A4 BFSP2-AS1 CCDC54-AS1 CDH8-AS1 CLCA2 CRISPLD1 CTBP2P8 CYP2J2 CYP4F35P DSC3 EDARADD FAM118A FAM41C FRMD6 FTLP14 GABRA4 GCNT4 GNA12 GPR87 GRAMD2A HS6ST2 HSPD1P6 IL1RAPL2 ISYNA1 KANK1 KCNG1 L1TD1 LGR5 LINC01162 LINC01205 LINC01210 LINC01618 LINC02253 LINC02254 LINC02378 LRATD1 LRP2 MAP7D2 MAPK4 MAST4-AS1 MCOLN3 MIR205HG NALCN-AS1 NRXN3 OFCC1 OR8G1 OVCH2 POF1B POTEKP PRSS12 RASSF6 RFX6 SCAND3 SIGLEC6 SLC13A3 SLC13A4 SLC22A11 SLC27A2 SLC28A2 SLC38A9 SLC52A3 SLC6A4 SMAGP TENM3 TENM3-AS1 TMEM150C TP63 TRPV4 TTPA TUBA5P VSTM5 ZNF723 ZNRF3 ZNRF3-IT1 ZYG11A DESCARTES_FETAL_PLACENTA_TROPHOBLAST_GIANT_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_PLACENTA_TROPHOBLAST_GIANT_CELLS ADHFE1 AFF1 ALPP ANGPT2 ANKRD33 BPGM C4orf36 CAPN6 CCK CCSAP CGA CGB3 CHODL CPXM2 CRH CRYBG2 CSH1 CSH2 CSHL1 CYP19A1 DEPDC1B ENDOU ENSG00000243273 ENSG00000256389 ERV3-1 GDF15 GH1 GH2 HOPX HS3ST3B1 HSD11B2 HSD17B1 HSD3B1 HSPB8 HSPD1P11 IL22RA2 INHBA INSL4 KISS1 LGALS13 LGALS14 LGALS16 LINC00474 LINC00482 LINC00939 LINC00967 LINC01118 LINC01119 LINC01483 LINC02291 LY6G6C LYPD5 MAN1C1 MISP3 NCF4-AS1 NECTIN3 OLAH PLCE1-AS1 POU2F3 PRSS41 PSCA PSG1 PSG10P PSG11 PSG2 PSG3 PSG4 PSG5 PSG6 PSG7 PSG8 PSG8-AS1 PSG9 RHOBTB3 RRS1-DT RYBP SCNN1B SDC1 SEMA3B SH2D5 SLC26A7 SLC7A4 TCHH TCL6 TFPI2 TMEM54 TPRXL TREML2 TREML3P TRPV6 XKRX ZNF117 ZNF468 DESCARTES_FETAL_PLACENTA_VASCULAR_ENDOTHELIAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_PLACENTA_VASCULAR_ENDOTHELIAL_CELLS ADGRF5 ADGRL4 AFF3 APLN APLNR ARHGEF15 ARHGEF26 BCL6B BMS1P10 CACHD1 CALHM4 CARD10 CCM2L CD34 CD93 CDH13 CDH5 CGNL1 CLDN5 CLEC14A CLEC1A CLEC4GP1 CRHBP CYP1A1 CYYR1 DIPK2B DLEU1 DLL4 ECSCR EGFL7 ENSG00000233251 ENSG00000237070 ENSG00000260862 ERG EXOC6 FAM124A FAM124B FBXW10B FCGR2B FCGR2C FUT9 GRB14 HACE1 HECW2 HEY1 HS3ST3A1 IGSF9B IL33 JAM3 JCAD KDR KL KLF2 LDB2 LHX6 LINC01049 LINC01681 LINC02880 LOXHD1 LRP6 LRRC36 MEOX2 NDNF NNAT NOTCH4 NOVA2 NRARP NTS PCDH17 PCSK5 PDE1C PKN3 PLVAP RALGAPA2 RALYL RAMP2 RAMP2-AS1 RASIP1 RASSF9 RHOJ ROBO4 S1PR1 SHANK3 SHE SLC22A10 SOX18 SOX7 ST6GALNAC3 SYN2 TAMALIN TCF15 TEK THSD1 TIE1 TM4SF18 TMC7 TMEM178A TMEM255B TTLL10 USHBP1 VIPR1 ZNF521 DESCARTES_FETAL_SPLEEN_AFP_ALB_POSITIVE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_SPLEEN_AFP_ALB_POSITIVE_CELLS A1CF ABCC6 ACAA1 ACADSB ACSL4 ACSM2B ADH1A ADH4 ADH6 ADORA2A-AS1 AFP AGAP5 AGPAT2 AGT AGXT AHSG ALB ALDH4A1 ALDH6A1 ALDOB AMBP AMN ANGPTL3 APOA1 APOA2 APOB APOC1 APOC3 APOE APOH APOM ASGR1 ASGR2 ATF5 AZGP1 BEX1 BHMT2 C2 C5 C8A C8B CDO1 CFHR1 CHDH CLU COL2A1 CPS1 CRYZ CYB5A CYP19A1 CYP3A5 CYP3A7 CYP4A11 CYP4F3 CYP51A1 DGAT2 DGCR6L DHCR24 DHCR7 DLK1 DNAJC12 DPYS DUSP9 ELOVL2 F10 F12 F2 F5 F7 FABP1 FGA FGB FGG FGL1 FMO5 FN1 FST FTCD FTL FXYD1 FXYD2 GALK1 GAMT GATM GC GJB1 GLDC GLUD1 GPAM GPC3 GRHPR GSTA1 H19 HABP2 HAL HAMP HGFAC HMGCS1 HMGCS2 HNF4A HPN HPX HRG IGF2 IGFBP1 IGSF1 ITIH1 ITIH2 ITIH3 KLKB1 KNG1 KTN1-AS1 LBP LINC01428 LINC02532 LIPC LOXL4 LRG1 LSS MASP2 MAT1A METTL7A MGST1 MSMO1 MSRB1 MST1 MT1E MT1F MT1G MT1H MT1X MT2A MTTP NPSR1-AS1 PAH PBLD PCBD1 PCYT2 PEBP1 PEG10 PERP PHYH PKHD1 PLG PRAP1 PRLR PTP4A1 RBKS RBP4 RETSAT SC5D SCD SDC1 SERPINA1 SERPINA3 SERPINA4 SERPINA5 SERPINA6 SERPINA7 SERPINC1 SERPIND1 SERPINF2 SLC13A5 SLC22A9 SLC25A10 SLC27A2 SLC2A2 SLC38A3 SLC38A4 SLC39A14 SLC39A5 SMLR1 SNAP25-AS1 SPP2 SPRYD4 SULT1C2 SULT1E1 TF TM4SF4 TM7SF2 TMEM150A TMEM199 TMEM97 TRIM32 TRIM71 TTR UGT2B4 VTN DESCARTES_FETAL_SPLEEN_ERYTHROBLASTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_SPLEEN_ERYTHROBLASTS ABCB10 ACHE ACSBG1 ANK1 ART4 ATP13A3-DT C16orf95 C17orf99 CALN1 CDC25A CDK15 CPOX DHRS13 DMC1 DNAJA4 E2F2 EIF5AP2 ENSG00000260592 EPB42 EPCAM EPOR EPS15-AS1 ERMAP FAM117A FAM178B GYPA GYPB GYPE HDC HEMGN HMBS ICAM4 IL1RL1 KCNH2 KEL KLF1 LONRF3 MINPP1 MYB PCLAF PLPP4 PPM1H PRG2 PRSS57 RHAG RHCE RWDD3-DT SLC14A1 SLC22A16 SLC22A4 SLC25A15 SLC25A21 SLC29A1 SLC2A14 SLC38A5 SLC4A1 SLC5A4-AS1 SLC6A9 SPAG17 SPTA1 ST8SIA1 TESMIN TFRC TRIM10 TSPO2 TYMSOS XACT DESCARTES_FETAL_SPLEEN_LYMPHOID_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_SPLEEN_LYMPHOID_CELLS ACAP1 ADAM7-AS1 ADARB2 ADGRG5 AKAP5 ALOX5 ALOX5AP BCL11B BLK BLNK C12orf42 C1orf220 CARD11 CCR6 CCR7 CD2 CD22 CD247 CD27 CD37 CD3D CD3G CD5 CD52 CD79A CD8A CD8B CD96 CNR2 COL19A1 CR2 CRAT37 CXCR5 CYFIP2 DTX1 EMB EOMES FCER2 FCMR FCRL1 FCRL2 FCRL3 FCRL5 GPR18 GPR55 GZMM HIP1R HSF5 IFNG-AS1 IFNLR1 IGHD IGHM IGKC IGLL5 IKZF3 IL23R IL2RB IL9RP3 KBTBD8 KLHL14 KLRC1 KLRC2 KLRC4-KLRK1 KSR2 LARGE2 LCK LEF1 LINC00426 LINC00861 LINC00926 LINC01215 LINC01222 LINC01588 LINC01800 LINC01891 LINC02245 LINC02397 LINC02968 LTA LY86-AS1 LY9 MS4A1 MZB1 NCF1 NCR1 NIBAN3 P2RY10 PARP15 PAX5 PCED1B-AS1 PHEX PLAC8 PLCG2 POU2AF1 PTPN22 PYHIN1 RALGPS2 RASGRP1 RHOH RN7SL337P RN7SL842P SAMD3 SCML4 SH2D1A SHISAL2A SIRPG SLAMF1 SLAMF6 SNX29P1 SP140 SPIB STAP1 STK17A SYTL1 TAGAP THEMIS TIGIT TLR10 TMEM154 TNFRSF13B TNFRSF13C VAV3-AS1 VNN2 VPREB3 XCL1 ZNF860 DESCARTES_FETAL_SPLEEN_MEGAKARYOCYTES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_SPLEEN_MEGAKARYOCYTES ACTN1 ADCY6 ALOX12 ANOS2P APPBP2-DT ASAP2 C2orf88 CATSPER2P1 CD226 CDC14B CFAP45 CLEC1B CNST COL24A1 DENND2C DGKG DNM3 DNMT3B DYNC1I1 EFCAB13-DT EFHC2 EGF EGR3 ELAPOR2 ELOVL7 F13A1 F2RL3 FXYD5 GABRE GNAZ GNB5 GP1BA GP6 GP9 H2AC6 HPSE HTR2A ING5 INHBA-AS1 IRAG1 IRS2 ITGA2B ITGB3 KBTBD12 KIAA0513 LANCL3 LAT LGALSL LGALSL-DT LINC00298 LINC00299 LINC00504 LINC00989 LINC02284 LINC02770 LINC02951 LIPH LTBP1 LY6G6F MCF2L MDM1 MED12L MFAP3L MMRN1 MPIG6B MPL MPP7 MYO18B MYO3B MYOM1 NBEAL2 NEXN NEXN-AS1 NINJ2-AS1 NLK NME9 NOS1AP PDE5A PF4 PLCB4 PLEK PPBP PRKAR2B PRKAR2B-AS1 PROSER2 PTCRA RAB27B RAB37 RAB3C RADIL RAP1B RASA3 RBPMS2 RGS18 RPS12P16 RSU1 RUFY1 SELP SLC2A3 SLC37A1 SLC9A1 SNAI3-AS1 SRC THBS1 TMEM40 TMEM91 TREML1 TTC39B USH2A VCL WFDC1 XIRP2 XYLT2 ZNF691 DESCARTES_FETAL_SPLEEN_MESOTHELIAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_SPLEEN_MESOTHELIAL_CELLS ADAMTS15 ADAMTS5 ADAMTS8 ADAMTSL4 ADGRL3 ADIRF AHNAK2 ANKRD50 ANO5 ANXA1 AOX1 ARFGEF3 ARHGAP44 ARSJ ATF3 B3GALT1 B3GALT2 BASP1-AS1 BHLHE40 BMP3 BMP4 BNC1 BNC2 C19orf33 C21orf62 CA11 CAPN6 CARNS1 CBLN2 CCN3 CDH3 CDKN1A CDON CEP170B CFAP210 CGN CGNL1 CHRDL1 CHRM2 CLDN15 CLIC3 COL8A1 CRB2 CRIP1 CSDC2 CSRNP1 CTXN1 CXADR CYSTM1 DSC3 DSG2 DUSP1 EFEMP1 EFNB3 EGFL6 EGR1 ELAVL2 EPHB6 EZR F3 FABP4 FAM167A FAM83H FENDRR FGF18 FGF9 FLRT3 FMN2 FOS FOXF1 FZD7 GADD45A GADL1 GAS1 GAS1RR GFPT2 GJA1 GLP2R GLT8D2 GPNMB GRIN2A HAND2 HAS1 HHIP HHIP-AS1 HSPA1B HSPB2 ID4 IER3 IGSF9 IL6 ILDR2 INMT INSYN1 IQUB ISL1 ITGA3 ITPKC JUNB KCTD8 KLF5 KLK11 KRT18 KRT19 KRT5 KRT7 KRT8 LAMA5 LGALS3 LGI2 LHX9 LINC01099 LINGO2 LRP2 LRRN4 LRRTM1 MAF MAL2 MCOLN3 MGP MMP24 MSLN MTMR7 MUC16 MYRF NDRG1 NEBL NEK5 NFASC NPHS1 NPNT NR2F1 NREP NRG4 NXPH2 OGN OLR1 OMD PAPPA PATJ PCDHA6 PDGFRL PDPN PDZK1IP1 PLA2G2A PLAT PPL PPP1R15A PPP1R3B PRG4 PROCR PTGIS PTPRQ QRFPR RASSF7 REC8 REEP1 RGS16 RNF217-AS1 RRAD RSPO1 RSPO3 S100A10 SBSPON SCNN1A SEMA3C SEMA3D SFRP2 SGIP1 SGO2 SH3RF2 SLC34A2 SLC4A4 SLPI SMPD3 SMTNL2 SOCS3 SPOCK2 SULF1 TGFB3 TGM1 TIMP1 TM4SF1 TMEM151A TNFSF9 TNNT1 TPD52L1 TUFT1 UPK3B VAT1L WNT2B WNT5A WWC1 ZFP36 DESCARTES_FETAL_SPLEEN_MYELOID_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_SPLEEN_MYELOID_CELLS ADAP2 ADGRE1 ADGRE2 ADGRE4P AGR2 ALMS1P1 ANKRD24 BATF3 C3AR1 CABP4 CARD14 CCDC170 CD163 CD163L1 CD200R1 CD274 CD300LF CD86 CDS1 CHN2 CLEC7A CLEC9A CLNK CMKLR1 CSF2RA CXCL10 DMXL2 DSCAM DSCAM-IT1 EBI3 ENPP2 ENSG00000234647 EPB41L3 EYA2 FABP5 FAM20A FCAR FCGR1A FCN1 FLVCR2 FMN1 GGTA1 GHRL GPR137B HCK HK3 HRH1 IDO1 IFI44L IGSF21 IGSF6 IL10 IL10RA IL15 IL1B IL1R2 IL1RN ITGAD ITGAX KCNAB1 KCNK13 KCNMA1 LGMN LILRA5 LILRB1 LILRB2 LILRB3 LILRB4 LILRB5 LINC00996 LINC01357 LINC01645 LINC03070 LRRK1 LY96 LYZ MCOLN1 MEGF11 MERTK MKNK1 MNDA MRO MS4A4A MS4A4E MS4A6A MS4A7 NABP1 NAIP NAIPP2 NCF2 NCKAP5 NEXMIF NLRP3 NOD2 NRIR OSCAR OSM PDCD1LG2 PFDN1P1 PID1 PPARG PRAM1 PTPRE RAB20 RAB39A RASGEF1C RASSF4 RGL3 RGS1 RN7SL138P RUFY4 S100Z SAMSN1 SIGLEC1 SIGLEC16 SIGLEC5 SIGLEC7 SIRPB1 SIRPB2 SLC39A13-AS1 SLC8A1 SMIM35 SPIC TGFA THEMIS2 TIMD4 TMEM63C TRIM36 TRPV4 VSIG4 WWP1 ZNF415P1 ZNF710 DESCARTES_FETAL_SPLEEN_STC2_TLX1_POSITIVE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_SPLEEN_STC2_TLX1_POSITIVE_CELLS ATP1A3 CAMK2N2 CLVS2 CPLX2 EBF3 FBXL16 GABRG2 HRK PANTR1 PRR36 TRH DESCARTES_FETAL_SPLEEN_STROMAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_SPLEEN_STROMAL_CELLS ADRA1B CACNA1D CADPS CARMN CDH7 CIBAR1-DT CNTNAP2 DNM3OS ENPP7P4 ESRRG EYA1 GLIS3 KBTBD11-OT1 KCNIP1-OT1 KCNMB2 KLHL13 KLHL29 LINC00632 LINC01916 LINC02024 LINC02126 LINC03000 LINC03051 LINC03092 LRRC3B LRRC4C LRRC52-AS1 LSAMP LYPD6B MAPK10 MIR1245A MIR3659HG MKX MTMR12P1 MYHAS NPAS3 NPM1P10 NPY5R NR2F2-AS1 OVCH1 P3H2-AS1 PHACTR3 PKNOX2 PRR16 RARB RBMS3 RPL21P99 SCTR ST6GALNAC5 TACR3 TARID TMTC1 TPH2 UNC5C VLDLR-AS1 ZNF804B DESCARTES_FETAL_SPLEEN_VASCULAR_ENDOTHELIAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_SPLEEN_VASCULAR_ENDOTHELIAL_CELLS ADAMTSL1 ADGRL4 AFAP1L1 ALG1L6P B3GNTL1P1 BBOX1-AS1 BTNL9 CALCR CALCRL CHRM3 CHRNA7 CYYR1 DGKE EEF1A1P31 ERG ETS2-AS1 FAP FGF12 GABBR2 GALNT18 GCOM1 GREB1L HECW2 HOXD3 KIAA1671 KLHL4 LINC01545 LINC01594 LINC02160 LINC02356 LINC03002 LOC102723313 LRIG3 MAGI1 MAGI1-IT1 MECOM MIR34AHG MYRIP NOSTRIN ODF3L2 OR5G5P PROX1-AS1 PRSS48 PTCHD4 PTPRB RAPGEF5 RFX8 RGS7BP SIPA1L1 SLC5A4 SNCAIP SNTG1 STAB2 TACR1 THSD7A TMEM233 TRPM6 UNC80 ZNF503-AS1 DESCARTES_FETAL_STOMACH_CILIATED_EPITHELIAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_STOMACH_CILIATED_EPITHELIAL_CELLS ABCA13 ADGB AGBL2 AHI1-DT AK7 AK8 AK9 AKAP14 ALDH3B1 ANKFN1 ANKMY1 ANKRD18B ANKRD44-AS1 ANKRD66 ANKUB1 ARHGAP39 ARMC3 ATG9B B9D1 BBOF1 BBS5 BCYRN1 C10orf67 C17orf97 C1orf87 C20orf85 C22orf15 C2orf73 C4orf47 C6orf118 C7orf57 C8orf34 C9orf24 CABCOCO1 CAPS CAPSL CATIP CC2D2A CCDC113 CCDC13 CCDC146 CCDC148 CCDC162P CCDC17 CCDC170 CCDC181 CCDC190 CCDC191 CCDC30 CCDC33 CCDC40 CCDC60 CCDC65 CCDC78 CCDC81 CCDC96 CCNO CCNO-DT CD164L2 CDC20B CDHR3 CDHR4 CDKN2B-AS1 CERKL CES4A CFAP100 CFAP107 CFAP119 CFAP126 CFAP144 CFAP157 CFAP206 CFAP20DC CFAP210 CFAP221 CFAP251 CFAP276 CFAP299 CFAP300 CFAP418-AS1 CFAP43 CFAP44 CFAP45 CFAP46 CFAP47 CFAP52 CFAP53 CFAP54 CFAP57 CFAP58 CFAP61 CFAP65 CFAP69 CFAP70 CFAP73 CFAP74 CFAP77 CFAP90 CFAP91 CFAP95 CIBAR2 CLUAP1 CLXN CROCC2 CSPP1 CSRP3-AS1 CST6 CTXN1 CYP4B1 DCDC1 DCDC2B DDX3ILA1 DEUP1 DLEC1 DNAAF1 DNAAF11 DNAAF3 DNAAF8 DNAH10 DNAH11 DNAH12 DNAH2 DNAH3 DNAH5 DNAH6 DNAH7 DNAH9 DNAI1 DNAI2 DNAI3 DNAI4 DNAI7 DNAJB13 DNALI1 DOC2A DRC1 DRC3 DRC7 DTHD1 DYDC2 DYNLRB2 DYNLT4 ECT2L EFCAB12 EFCAB6 EFHB EFHC1 EFHC2 ENKD1 ENKUR ENSG00000181123 ENSG00000226690 ERICH3 FABP6 FAM166B FAM167A-AS1 FAM174A FAM216B FAM227A FAM229B FAM81A FAM81B FANK1 FBXO36 FBXW9 FHAD1 FOXJ1 FRMPD2 FUZ GON7 GRM5 HAGHL HOATZ HYDIN IL5RA IQCD IQCH IQUB KCNE1 KIAA0825 KIAA2012 KIF19 KIF23-AS1 KIF6 KIF9 LCA5L LDLRAD1 LEKR1 LINC00589 LINC01392 LINC01708 LINC01765 LINC02166 LINC02345 LINC02955 LMNTD1 LRRC10B LRRC23 LRRC27 LRRC46 LRRC51 LRRC71 LRRC73 LRRIQ1 MAP3K19 MAPK15 MARCHF10 MAT1A MB MDH1B MNS1 MORN2 MORN5 MYCBPAP NEK10 NEK11 NEK2-DT NEK5 NME5 NME9 NRAD1 NWD1 ODAD1 ODAD2 ODAD3 ODAD4 ODF2L ODF3B OSCP1 OXTR PIERCE1 PIFO PIH1D2 PLEKHG7 PPIL6 PPP1R32 PPP1R36 PPP1R42 PRH2 PRR29 PSENEN RAB36 RGS22 ROPN1L RP1 RPGR RRAD RSPH1 RSPH10B RSPH10B2 RSPH14 RSPH9 RWDD3-DT SAMD15 SAXO2 SCGB2A1 SLC9C2 SLFN13 SNRPF-DT SNTN SPA17 SPACA9 SPAG17 SPAG6 SPAG8 SPATA17 SPATA18 SPATA6L SPEF1 SPEF2 STK33 STMND1 STOML3 SVOPL SYNPR-AS1 TCTE1 TCTN1 TEKT1 TEKT2 TEKT3 THBS3-AS1 TMEM190 TMEM212 TMEM231 TMEM232 TMEM67 TOGARAM2 TPPP3 TRAF3IP1 TROAP-AS1 TSPAN19 TTC16 TTC21A TTC23L TTC29 TTC9-DT TTLL10 TTLL9 TUBA4B ULK4 VNN3P VWA3A VWA3B WDR38 WDR49 WDR54 WDR86-AS1 WDR90 WDR93 ZBBX ZC2HC1C ZDHHC1 ZMYND10 ZMYND12 ZNF20 ZNF474 ZNF497 DESCARTES_FETAL_STOMACH_ENS_GLIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_STOMACH_ENS_GLIA ABCA8 ADAM23 ADGRB1 AIF1L ATP1A2 CALHM2 CCN3 CDH19 CHL1 COL20A1 COL5A3 CRYAB CRYM EDNRB EGFLAM ELOVL2 ENTPD2 FAM78B GABRA2 HEYL IGSF11 KIRREL3 LGI4 LINC01192 LINC01505 MOXD1 MPZ NKAIN2 NKAIN3 NKAIN4 NRXN1 OLFML2A PLP1 PPP1R1C PRIMA1 PTPRZ1 S100B SLC15A3 SLC35F1 SNHG19 SOX10 SOX2-OT TFAP2A TMEM71 TSPAN11 VGLL3 WDR86 ZNF536 DESCARTES_FETAL_STOMACH_ENS_NEURONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_STOMACH_ENS_NEURONS ACTL6B ADCYAP1R1 ANKRD29 ARPP21 ATCAY ATP1A3 CELF5 CHRNA3 CNGB1 CNTN5 CNTNAP2 CTNNA2 CUX2 DCX DPP6 DSCAM EEF1A2 ELAVL3 ELAVL4 EML5 FAM163A FHOD3 FSTL5 GAP43 HCN1 HOXB5 INA KCNIP4 KCNQ3 KLF3-AS1 LHFPL3 LINC01695 LINC02198 LINC02641 LRFN2 MAP6 MAPT MIR137HG MYT1L NDRG4 NKAIN1 NOS1 NPTXR NPY NWD2 OLFM1 OLFM3 PCBP3 PCDH15 PHOX2B-AS1 PLD5 PRPH PTPRR RGS11 SCN11A SEZ6L SHF SHROOM1 SLC5A7 SOGA3 SPOCK1 STAC STMN2 SYN2 SYT1 SYT5 TCEAL5 TMEM255A TUBB2A TUBB2B UCHL1 UNC5C WDR5B ZNF77 DESCARTES_FETAL_STOMACH_ERYTHROBLASTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_STOMACH_ERYTHROBLASTS ABCA7 ABCB10 ABCC13 ACSL6 AHSP ALAD ALAS2 ANK1 ART4 BIRC5 BLVRB C17orf99 CAT CDC20 CDC27 CDCA5 CDKN2D CPOX CR1L CROCCP2 DCAF12 DEPDC1B DLGAP5 E2F2 EIF2AK1 ENSG00000260592 EPB42 ERMAP FAM117A FAM83D FECH GCLC GYPA GYPB GYPE H1-2 HBA1 HBA2 HBB HBG1 HBG2 HBM HBZ HEMGN HMBS INCENP KEL KIF15 KLF1 LINC02506 MAP2K3 MARCHF2 MINPP1 MXD3 MYL4 NFE2 NPL OSBP2 PARPBP PPME1 RBM38 RFESD RGS6 RHAG RHCE RHD RILP RIPOR3 RNF224 SCARNA22 SEC14L4 SHCBP1 SLC14A1 SLC25A21 SLC25A37 SLC25A39 SLC38A5 SLC4A1 SNCA SNX22 SPC25 SPECC1 SPTA1 SPTB STRADB TENT5C TF TLCD4 TMCC2 TRAK2 TRIM10 TRIM58 TSPAN32 TUBB1 UBE2O UROD UROS USP15 USP32 XPO7 YOD1 DESCARTES_FETAL_STOMACH_GOBLET_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_STOMACH_GOBLET_CELLS A4GNT CA9 CSF3 CXCL1 CXCL5 FBP2 FGF20 GKN1 GKN2 IL17C LGR5 MUC5AC MUC6 SLC22A8 TFF2 UGT2B15 DESCARTES_FETAL_STOMACH_LYMPHATIC_ENDOTHELIAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_STOMACH_LYMPHATIC_ENDOTHELIAL_CELLS AKR1C2 CCL21 CTSL EFCC1 ENSG00000223786 ENSG00000255240 KLHL4 LINC02147 LY86-AS1 MMRN1 MYZAP NFATC1 NTS PARD6G PTGS2 RADIL RASSF9 RTN4RL1 SLC41A1 STAB2 SULF2 TFPI TMEM140 TNFAIP8L3 DESCARTES_FETAL_STOMACH_LYMPHOID_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_STOMACH_LYMPHOID_CELLS AGAP2 BACH2 BCL11B CCR7 CD2 CD247 CD27 CD28 CD3D CD3E CD3G CD5 CD52 CD6 CD69 CD7 CD79A CD79B CHI3L2 CORO1A CTSW EPHA1-AS1 FAM78A GATA3 GPSM3 GVINP1 GZMA GZMM ICAM3 ICOS IGHM IL21R IL2RB IL7R ITK KLRB1 LAT LCK LEF1 LINC01934 LINC02328 LTA LTB MATK MFNG MS4A1 MYO1G NIBAN3 NKG7 OAS2 PAX5 PCED1B-AS1 PRKCQ PTPN7 PTPRCAP PYHIN1 RAC2 RASAL3 RASGRP2 S1PR4 SAMD3 SASH3 SCML4 SELL SEPTIN1 SH2D1A SHISAL2A SIRPG SKAP1 STAT4 TAP2 TBC1D10C TCF7 THEMIS TMC8 TMIGD2 TRAF3IP3 TRAT1 TRBC2 TXK ZAP70 ZNF831 DESCARTES_FETAL_STOMACH_MESOTHELIAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_STOMACH_MESOTHELIAL_CELLS ALDH1A2 AOX1 BDNF BNC1 BST1 C3 CAVIN2-AS1 CBLN2 CDON CFB COL8A1 ENSG00000230615 FAM110C GAS1 GFPT2 HAS1 HHIP-AS1 LINC02232 LINC02360 LINC02643 LRP2 NPHS1 NXPH2 PDZRN4 PTPRQ RN7SL180P RSPO1 RSPO3 SPHKAP SULF1 TFPI2 TGM1 TMPRSS11F TNNT1 UPK3B WNT2B WT1 DESCARTES_FETAL_STOMACH_MUC13_DMBT1_POSITIVE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_STOMACH_MUC13_DMBT1_POSITIVE_CELLS ABCC6P1 ACE2 ACSL5 ADGRG7 ADRA2A ALDOB AMN ANKRD40CL ANKS4B ANXA13 APOA1 APOA4 APOB APOC3 BAIAP2L2 BTNL3 CCL25 CDH17 CDHR2 CDHR5 CDX1 CES2 CHP2 CHST13 CLDN2 CPS1 CREB3L3 CYP2B7P DMBT1 ENPP7 EPS15-AS1 EPS8L3 FZD5 GCNT3 GDA GDPD2 GK GPA33 GPD1 GUCA2B GUCY2C HKDC1 HNF4A-AS1 HSD17B2 ISX IYD KHK KRT20 LGALS4 LHFPL3-AS2 LINC00543 LRRC66 MALRD1 MAMDC4 MELTF MEP1A MGAM2 MGC32805 MIR194-2HG MOGAT2 MT1F MT1G MT1H MT2A MTTP MUC13 MUC17 MUC3A MYO7B NMUR2 NR1H4 NR1I2 OLFM4 ONECUT2 OTC PCK1 PDZD7 PHGR1 PIGR PLA2G12B PRSS3 RBP2 SCTR SI SLC15A1 SLC17A4 SLC19A3 SLC26A3 SLC5A12 SLC5A9 SLC6A20 SPIB SULT1E1 TM4SF20 TRIM31 TRPM6 VIPR1 DESCARTES_FETAL_STOMACH_MYELOID_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_STOMACH_MYELOID_CELLS ADAP2 ADGRE2 ALOX5 ATP8B4 C1QA C1QB C1QC CCDC26 CD14 CD163L1 CD300A CD4 CD74 CD83 CD84 CD86 CIITA CLEC7A CPVL CSF2RA CSF3R CST3 CYBB DNASE1L3 FCER1G FGD2 FLT3 GCA HACD4 HCK HLA-DMA HLA-DMB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB5 HLA-DRB6 IDO1 IDO2 IFI30 IGSF6 IL1B IRF8 ITGAX JAML LINC00996 LTV1 LY86 MERTK MMP9 MPEG1 MS4A4E MS4A6A MS4A7 MYO1F NAPSB NCF2 NFAM1 NR4A3 PIK3AP1 PLAUR PLD4 PLEK PTAFR RILPL2 RUBCNL S100A8 SPI1 TBXAS1 TNFRSF1B TRPM2 TYROBP WDFY4 DESCARTES_FETAL_STOMACH_NEUROENDOCRINE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_STOMACH_NEUROENDOCRINE_CELLS AP3B2 CACNA1A CDK5R2 CHGA CRYBA2 DEPP1 DNAJC12 DPEP1 FEV FRMPD4 GAST GC GCG GCK GHRL GHRLOS HAP1 HDC HS3ST4 KCNH6 KCNH7 LHX5-AS1 LINC00261 LINC00907 LINC02532 MAOB MBOAT4 MEGF11 NEUROD1 NKX2-2 NPSR1-AS1 PAX6 PCSK1 PPY PTF1A PTH2R RBPJL RFX4 RFX6 RGS4 ROS1 SEC11C SLC18A1 SLC38A11 SST ST18 SYT13 TPH1 TTR VWA5B2 DESCARTES_FETAL_STOMACH_PARIETAL_AND_CHIEF_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_STOMACH_PARIETAL_AND_CHIEF_CELLS ALB ANGPTL3 AOC3 APOBEC2 AQP4 ASB11 ATP4A ATP4B B4GALNT3 CBLIF CDH10 CKM CKMT2 CLEC3A CYB5R1 DHRS2 DUSP4 EPN3 ESRRG ETNPPL FAM162A FGA FGB FRMD1 GLYATL1 GPT2 GREM2 KCNE2 KCNJ16 MFSD4A MTCO3P12 MYBPC3 ODAM PAQR5 PDHA1 PNPLA1 PRDM16-DT RAB11FIP2 SERPINA5 SIGLEC11 SULT2A1 TRIM50 DESCARTES_FETAL_STOMACH_PDE1C_ACSM3_POSITIVE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_STOMACH_PDE1C_ACSM3_POSITIVE_CELLS ACSM3 ADARB2 AMACR ATP6V0A4 ATP6V0D2 ATP6V1A CNBD1 CPSF7 ERBB4 FOXI1 GABRB2 KCNE4 MFSD6L NOX4 PDE1C PSEN2 RHOBTB1 SHISA2 STAC2 STUM TFCP2L1 WNK3 DESCARTES_FETAL_STOMACH_SQUAMOUS_EPITHELIAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_STOMACH_SQUAMOUS_EPITHELIAL_CELLS A2ML1 ADH7 APOBEC3A AQP3 CALML3 CALML5 CAPN14 CAPNS2 CARD14 CLCA2 COL17A1 CYP11A1 DLK2 DSG1-AS1 DSG3 FAM83C FAT2 FGFBP1 FOXN1 GALNT14 GBP6 GJB3 GJB6 GPR87 JMJD7 KRT13 KRT15 KRT16 KRT17 KRT4 KRT5 KRT6A KRT6B KRT6C LINC01644 LINC01889 LY6D LYPD3 NECTIN1 NECTIN4 NMU PAX9 PCP4L1 PKP1 PLEKHN1 RHOV S100A2 S100A3 S100A9 SCNN1B SERPINB10 SERPINB13 SERPINB2 SERPINB5 SFN SPINK5 SPRR3 TACSTD2 TCN1 TMEM40 TMPRSS11A TMPRSS11B TMPRSS11BNL TNS4 TP63 UPK1A ZNF750 DESCARTES_FETAL_STOMACH_STROMAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_STOMACH_STROMAL_CELLS ACTA2 ACTG2 ANGPTL1 ANGPTL6 BMP5 C7 CAPN6 CD248 CNN1 COL1A1 COL3A1 COL6A3 CXCL14 DCN DPT EBF2 EMILIN1 FBLN1 FENDRR FOXF1 FOXF2 GLIS1 GLYATL2 HSPB6 INHBA ITGA11 LINC03007 MDFI MFAP4 MYH11 NELL1 NRK OSR2 PCDH18 PDGFRA PI16 PLAC9 PTCH1 PTGER1 SCARA5 SFRP2 SHISA3 SRPX TAGLN TMEM119 TRPA1 TWIST1 TWIST2 VSTM2A VSTM2A-OT1 DESCARTES_FETAL_STOMACH_VASCULAR_ENDOTHELIAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_STOMACH_VASCULAR_ENDOTHELIAL_CELLS A2M APLNR ARHGEF15 BCL6B CCM2L CD34 CLEC14A CLEC3B CPNE5 CYYR1 EMCN EPAS1 ESAM FLT1 GALNT15 KANK3 KITLG LINC01362 MADCAM1 MEOX1 NKX2-3 NOTCH4 PCDH12 PLVAP PRND SELE SOX7 TBXA2R TM4SF18 TMEM233 DESCARTES_FETAL_THYMUS_ANTIGEN_PRESENTING_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_THYMUS_ANTIGEN_PRESENTING_CELLS ABCC3 ABCC4 ACOXL ACSL1 ACSM3 ADAM8 ADAP2 ADISSP ALOX5 ANKRD55 APOBR ARHGAP22 ARNT2 ASPHD2 BATF3 BCL2L14 BIRC3 C1QA C1QB CCL17 CCL19 CCL22 CD14 CD163L1 CD68 CD74 CD80 CD83 CD84 CD86 CEBPG CHN2 CLEC7A CLEC9A CLIC2 CLNK CMKLR1 CPPED1 CPVL CSF2RA CST7 CTSH CTSS CXCL10 CXCL9 CYBB CYRIA CYTOR DAPP1 DNASE1L3 EBI3 EDARADD ENSG00000231873 EPSTI1 F13A1 FBXO27 FCER1G FCRL5 FGD2 FGL2 FGR FLT3 FSCN1 FUCA1 GFRA2 GNAO1 GPR132 GPR141 GPR157 GRIK4 HCK HLA-DMB HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB5 HLA-DRB6 ICOSLG ID2 IDO1 IDO2 IGHM IGKC IGSF6 IL10RA IL18 IL18R1 IL1RN IL4I1 IL6R IRF8 ITGAX KCNK13 KDM2B KYNU LGMN LINC00996 LRRK2 LY86 LY96 LYZ MAFB MARCHF1 MCOLN2 MIR155HG MMP25 MMP9 MNDA MPEG1 MPO MS4A1 MS4A6A MS4A7 MYO1F NAAA NABP1 NFAM1 NFKBIE NRG4 OTULINL P2RY10 P2RY13 P2RY14 P2RY6 PAX5 PLAUR PLB1 PLCB2 PLD4 PLEK PTAFR QPCT RAB31 RASGEF1B RASSF4 RGS1 RYR1 S100B SAMSN1 SEMA4A SIGLEC10 SLAMF7 SLAMF8 SLC15A3 SLC16A3 SLC1A3 SLC24A4 SLC7A7 SLC8A1 SLC9A7 SPI1 SPINT1 SRGN STRIP2 TASL TFEB TFEC THEMIS2 TLR10 TLR2 TMCC3 TMEM176B TRAF1 TSPAN13 TSPAN33 TYROBP UNC93B1 WDFY4 WNT5B ZNF366 DESCARTES_FETAL_THYMUS_STROMAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_THYMUS_STROMAL_CELLS ADAM12 ADAM33 ADAMTS15 ADAMTS5 ADAMTSL3 ADAMTSL4 ANGPTL2 ANOS1 ARMCX2 ASPN BGN C1R C1S C3 CCBE1 CCDC8 CCDC80 CCN3 CD248 CDK2AP1 CERCAM CHPF CKAP4 CLEC11A COL12A1 COL14A1 COL1A1 COL1A2 COL3A1 COL5A1 COL5A2 COL5A3 COL6A1 COL6A6 CRABP2 CREB3L1 DCN DHRS1 DLK1 DNAJC25 EBF2 ELN EMILIN1 FAM227A FBLN1 FBLN2 FBN1 FBN2 FCF1 FGF18 FKBP10 FKBP14 FKBP9 FLNC FMOD FNDC1 FSTL1 GAS1 GJC1 GPC3 GPX8 GXYLT2 H19 HCG11 HSPB6 HTRA3 IGF2 IGFBP5 IL11RA ISLR ITGB8 KARS1 LGALS3BP LINGO2 LOX LRP1 LSP1P4 LTBP4 LUM MAGED2 MEST METRNL MFAP4 MFAP5 MFGE8 MGP MMP14 MMP2 MRC2 MXRA5 NCAM1 NCAM2 NOVA1 NTRK2 OBSL1 OGN OLFML3 P3H4 P4HA2 PCDH7 PCOLCE PDGFRA PDPN PI15 PI16 PLAC9 PLAT PMP22 POSTN PRRX1 PSENEN PTPMT1 RCN3 S100A6 S1PR3 SCARA5 SEMA3C SERPINE2 SERPING1 SFRP1 SFRP2 SLC39A13 SPARC SRPX SSC5D SSPN TCEAL9 TENT5A THBS2 TIMP1 TMEM39A TNS2 TSPAN17 TSSC4 VCAN ZDBF2 ZNF503 DESCARTES_FETAL_THYMUS_THYMIC_EPITHELIAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_THYMUS_THYMIC_EPITHELIAL_CELLS ABCA3 ACHE ACO1 ACTA2 ADAMTS14 ADAMTS17 ADARB2 ADGRG2 AFAP1L2 ALOX12P2 ANGPT1 ANK3 ANKFN1 ANKRD18A ANKRD22 ANO9 ARHGAP42 ASTN2 ATP10B B3GALT5 B3GAT2 B4GALNT3 BCAS4 BCHE BCL10-AS1 BMP7 BNC2 C11orf16 C12orf56 C1RL-AS1 CACNA1I CACNB2 CACNB4 CAP2 CCL25 CD274 CDC14B CDH1 CDH3 CDH4 CDH7 CDS1 CGNL1 CLEC1A CLEC2L CLIC6 CLTCL1 CLVS1 CMYA5 CNTN3 COL17A1 COL19A1 COL26A1 COL27A1 COL4A6 CSRNP3 CTSV CXXC4 CYP26B1 DANT2 DEPTOR DPH6-DT DPP6 DSC2 DSG3 EARS2 EGFR EML6 ENPEP ENPP3 ENPP6 ENPP7P10 ENSG00000228793 ENSG00000235834 ENSG00000251314 ENSG00000255367 ENSG00000256321 EPB41L4A EPHA6 ERICH3 ESRP1 ESRRG EVA1A EXOC3L4 EYA1 EYA2 EYA4 FAM135B FAM163A FAM20A FAM83B FAS FAT2 FGFR2 FMN1 FOXN1 FRAS1 FREM1 FRMD1 FYB2 GABRG3 GGA2 GHR GLB1L3 GLI2 GPHN GPLD1 GRIP1 GSTCD-AS1 GSTO2 H2AZ1-DT HS6ST2 HSPA12A HSPA4L HSPB8 IGDCC3 IL1RAPL2 IL31RA IQSEC3 IRF6 KANK1 KCNH7 KCNIP3 KCNJ5 KCNQ3 KCTD1 KIAA1549 KLF3-AS1 KREMEN2 KRT19 KRT5 L3MBTL4 LARGE2 LINC00173 LINC00511 LINC00963 LINC01250 LINC01357 LINC01482 LINC01500 LINC01503 LINC01644 LINC02955 LMO3 LRRC4C MAP7D2 MAPK10 MAPK4 MCF2L MGAT4C MGMT MICALL2 MIR205HG MIR31HG MIR3936HG MIR583HG MOB3B MPZL2 MTCL1 MYO3A MYO5B NEURL2 NHS NKAIN4 NPFFR2 NPHS1 NPIPB2 NPTX1 NRXN3 OSMR-DT OTUD7A OXCT1 PAPLN PASK PATJ PAX9 PITRM1 PKNOX2 PKP1 PLEK2 PLEKHH3 PLTP PLXDC1 PNCK PNMA8A PPARGC1A PPFIA3 PPP1R26-AS1 PRKG1 PRSS16 PTPN13 PTPN3 PTPRF PTPRT RARG RASEF RBMS3 RHPN2 RMDN2-AS1 RMST RNF43 ROBO2 RPS23P6 RPS6KA6 SDK1 SEZ6L SGPP2 SGSM1 SH2D4A SH3RF3 SLC36A1 SLC44A3-AS1 SLC46A1 SLC46A2 SLC6A1 SLC9A3-AS1 SLCO2A1 SLIT3 SMC5-DT SNX29 SORBS2 SORCS1 SORCS2 SPOCK1 ST7 SYNDIG1 SYNE1 SYNPO2 TBATA TENM3 THSD7B TLE2 TMEM163 TMEM63B TOX3 TP53AIP1 TP53I3 TP63 TRPM3 TRPM6 UNC5D UST WNK2 XKR4 ZNF483 ZNRF3-IT1 ZRANB2-DT DESCARTES_FETAL_THYMUS_THYMOCYTES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_THYMUS_THYMOCYTES AOX3P ARHGAP19-SLIT1 BEST3 CD40LG CD96 CDK6-AS1 FBXO41 GVINP1 HKDC1 KLRC4-KLRK1 LIG4 LIN28B LINC00539 LINC00954 LINC01222 LINC01749 LINC01934 LTA LZTFL1 NEIL3 PHGDH PLK4 PXYLP1 SKA3 THEMIS TMSB15B TSHR UBASH3A UBIAD1 ZFP1 DESCARTES_FETAL_THYMUS_VASCULAR_ENDOTHELIAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_THYMUS_VASCULAR_ENDOTHELIAL_CELLS A2M ABLIM3 ADAMTS9 ADCY4 ADGRF5 ADGRL4 ANO2 AOC3 APLNR ARAP3 ARHGAP29 ASNS BCAM CALCRL CAV1 CAVIN2 CCL21 CD36 CDK9 CFAP161 CHRM3 CLDN5 COL15A1 COL4A1 DIPK2B DISC1FP1 DLGAP1 DOCK9 ECSCR EDEM2 EGF EGFL7 ELK3 EMCN EPAS1 EPHB4 ERG FGD4 FGD5 FLT1 GASK1B GJA4 GLIS3 GNG12-AS1 HIF3A HMCN1 HOXB3 ID1 IL7 INO80C ITGA6 KALRN KANK3 KDR LDB2 LINC00472 LINC02147 LRMDA LYVE1 MCAM MECOM MEG8 MEOX2 MET MMRN1 MPDZ MPP7 MYCT1 MYO1B MYRIP NALF1 NALF1-IT1 NECTIN2 NFATC1 NOVA2 NR2F1-AS1 NR2F2-AS1 NR3C2 NRG3 NRN1 NUAK1 PALMD PCAT19 PCDH17 PDIA5 PGM5 PKHD1L1 PLVAP PODXL PPARG PPFIBP1 PRCP PRELID2 PREX2 PROX1 PRR5L PTPN14 PTPRB RADIL RASGRP3 RASIP1 RELN RFTN2 RGS6 RHOJ RNF152 RNF220 SCARF1 SCHIP1 SEMA3A SHANK3 SHE SNTG2 ST6GALNAC3 STAB2 STOM STXBP6 TACR1 TEFM TEK TFPI TGM2 THSD7A TIE1 TLL1 TNFRSF11A UBTD1 VWF WASF3 WWTR1 ZNF521 DESCARTES_MAIN_FETAL_ACINAR_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_ACINAR_CELLS AKR7A3 AQP8 BTG2 CCDC110 CEL CELA2A CELA3A CELA3B CELP CLPS CPA1 CPA2 CPB1 CTRB1 CTRB2 CTRC CTRL CUZD1 DIRAS3 DLK1 DPEP1 ERP27 FBXO2 FREM2-AS1 GP2 GPHA2 HEXD KIRREL2 KLK1 LINC01624 LMAN2 LOC100506281 LOC285804 MATN4 MID1IP1 MPV17L MSRB1 MT1L NOMO1 PLA2G1B PLBD1 PNLIPRP1 POMC PRSS1 PTF1A RARRES2 RBPJL REG1A REG3G RNF186 SCG5 SEL1L SERPINI2 SLC16A12 SPINK1 SSR4 SYCN TBX6 TMED6 TPRN ZC3H18 DESCARTES_MAIN_FETAL_ADRENOCORTICAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_ADRENOCORTICAL_CELLS AGRP ALAS1 ALDH3A2 AQP11 BBS2 CASP9 CIDEB CLEC4GP1 CYB5B CYP11A1 CYP11B1 CYP17A1 CYP21A2 DCAF10 DHCR24 DHCR7 ENSG00000236393 FDX1 FDXR FOXK2 GALC GASK1B-AS1 GML GNRHR GNS GRAMD1B GRIN2C GSTA12P GSTA4 GSTA9P HMGCR HSPD1 HSPE1 INHA JAKMIP2 KLHDC8B LDLR LINC00298 LINC01252 LINC01471 LINC01485 LINC01778 LINC01807 LINC02045 LINC02237 LINC02539 LINC02732 LIPE MC2R MOB4 MRAP MSMO1 NPC1 NR0B1 OGFOD1 OR7A5 OSGIN1 OTOA PAPSS2 PLB1 POR PPP2R1A PTPRVP RDH12 RHBDD2 RNA5SP450 SCAP SCARB1 SH3BP5 SH3BP5-AS1 SLC16A9 SLC2A14 SLC46A3 SLC47A1 SNCG SNORA59B SPINK13 STAR SULT2A1 SVIL-AS1 TBC1D8B TNXA TNXB USB1 UTS2 WHRN ZNF275 ZNF98 DESCARTES_MAIN_FETAL_AFP_ALB_POSITIVE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_AFP_ALB_POSITIVE_CELLS ACOT13 ADH5 AHSG ALB ALDH4A1 ANGPTL3 ANGPTL8 ANKRD7 AQP7 ARL13A ATF5 AZGP1 BAALC-AS2 BBC3 C8B CBR1 CBX7 CCDC183 CD302 CERS2 CFHR1 CLEC4G CRYZ CYB561D1 CYP8B1 CYSLTR2 DDO DGCR11 DGCR6L DQX1 DUSP9 ENSG00000267260 ENSG00000270174 ERICH6B ETFBKMT EXTL3-AS1 F12 F7 FABP1 FADS1 FAM72A FAM9A FGA FGB FGG FIGNL1 FOXP3 FTL FTLP3 GLIPR1L1 GSTZ1 H3P6 HMGB1P20 HRG IGSF1 IL12A INO80E JTB-DT KNG1 LINC00309 LINC00640 LINC01124 LINC01767 LINC02418 LINC02487 LINC02594 LINC02777 LINC02897 LOXL4 LRG1 MAGOH-DT MAIP1 MARCHF6-DT MASP2 MBL2 MIR320D1 MMUT MT1F MT1G MT1M MT1X NDUFA4P1 NDUFAF2P2 NLRP14 NONOP2 ORMDL3 PDF PEBP1 PGLYRP2 PNLIP PRKAR2A-AS1 PTGES3P1 PUDPP1 RBFADN RBISP4 RDH11 RIDA RNU7-12P ROPN1B RPL7AP50 RPS12P3 RPS15AP6 SCD SDHAF1 SELENOP SERPINA1 SERPINA5 SERPINA7 SERPINC1 SLC10A1 SLC23A1 SLC38A3 SMLR1 SNORC SOWAHB SPRYD4 SRSF10 SYCE1 TCEAL8 TMED5 TMEM150A TMEM161A TMEM177 TMEM187 TMEM97 TSPEAR-AS2 UGT2B4 VTN WWP1-AS1 ZMYM4-AS1 DESCARTES_MAIN_FETAL_AMACRINE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_AMACRINE_CELLS ADCY8 ASIC2 BMT2 C1QL2 CPNE6 DRD1 FIBCD1 FRMD5 GABRG1 GRM8 GRPR LINC00871 MCHR2-AS1 MEIS2 MIR181A1HG PIN4P1 PRDM13 RCN1 RGS8 RPS29P24 TFAP2A-AS1 TFAP2E TLK2P1 VPS41 ZNF385C DESCARTES_MAIN_FETAL_ANTIGEN_PRESENTING_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_ANTIGEN_PRESENTING_CELLS ADAM8 AEN AFTPH-DT AICDA AIRE AKR1E2 ALYREF ARAP1-AS1 ARHGAP22 ATG16L1 ATG3 BCAS2P2 BMS1P4 BNIP3P5 BTLA C10orf88B C1orf54 C2orf69 CCL17 CCL22 CCR7 CD40 CD70 CD74 CD80 CLEC16A CLECL1P CLIP1-AS1 CXCL10 CXCL9 DENND1B DM1-AS DTNB-AS1 ELAC2 ENSG00000231873 ENSG00000232628 ENSG00000258039 ENSG00000267039 ENTHD1 EPSTI1 ERICH1 EVI2A FASTKD5 FCHSD2 FLJ40194 FLT3 FMNL1-DT FMR1NB FUT7 GAS5-AS1 GCSAM GFI1 GNA15-DT GPR132 H2BC10 HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRB6 IGFLR1 IKBKE-AS1 IL12B IL21R IL4I1 IRF8 KDM2B LAMP3 LINC00487 LINC01010 LINC01816 LINC01845 LINC02096 LINC02877 LINC03052 MCOLN2 MIR155HG MMP2-AS1 MMP25 MMP9 MRM3 MS4A15 MS4A6E MTATP8P1 N4BP2L1 NAAA NAP1L1P1 NAP1L4P1 NDE1 NME2P1 NME8 NMI NUB1 NUP62 OASL P4HA2-AS1 PDCD11 PLA2G2D PLEKHM3 POGLUT1 POLR3DP1 PPM1J PRDM15 RAB8B RASSF2 RFTN1 RGS13 RN7SL172P RN7SL211P RN7SL288P RN7SL45P RN7SL809P RNF19B RNU6-1228P RNU6-1284P RNU6-172P RNU6-523P RNU7-45P RPL21P48 RPL23P8 RPL31P11 RPL31P12 RPL32P1 RPL4P6 RPS12P4 RPS26P21 RPS27AP12 RPS4XP16 RSC1A1 SAMD9L SEMA4A SLAMF7 SLAMF8 SLC12A3 SLC9A7 SNX20 SORD2P SWSAP1 TANK TIAM1-AS1 TIFAB TMCC3 TNFRSF9 TOR3A TRAF1 TWF1P2 VAC14 VOPP1 WDFY4 WNT5B XCR1 YES1P1 ZMIZ2 ZMYND15 ZNF32-AS3 ZNF366 DESCARTES_MAIN_FETAL_ASTROCYTES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_ASTROCYTES ADCYAP1R1 ADGRG1 ATP1A2 BOC C1QL4 C2CD5-AS1 CACHD1 CCDC140 CKAP2LP1 CYP26A1 CYP26B1 CYP26C1 CYP4F24P DBX2 DCLK2 EEF1DP3 ELOVL2-AS1 ENSG00000231918 ENSG00000232528 FGFBP3 FZD10 GFAP GPM6B HEPACAM LGR6 LINC00446 LINC02568 LINC02883 MMD2 NCKAP5-IT1 NHSL1-AS1 OTOG PAX3 PCDH8 PHYHIPL PTCH1 PTN RFTN2 RFX4 RGS20 RNGTTP1 RNU6-1331P RNY1P5 RPS20P22 SLC25A48 SLC6A11 SNCAIP ST8SIA1 WARS2-IT1 WIPF2 WNT3 ZNF863P DESCARTES_MAIN_FETAL_BIPOLAR_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_BIPOLAR_CELLS ACKR1 AGAP1 AIMP1P1 ARSH ASIC4 B3GLCT BSPH1 C15orf32 C3orf70 CA10 CABP2 CACNA2D4 CADPS CDH20 CRYBG3 CYP2C8 DSCAM DSCAM-IT1 ELSPBP1 ENSG00000212302 ENSG00000227863 ENSG00000230392 ENSG00000249419 ENSG00000250284 ENSG00000259541 ENSG00000267131 ENSG00000267448 FAM234B FEZF2 FSTL5 GABRB3 GABRR1 GABRR3 GLRA1 GNL2P1 GRIK1 GRIK1-AS1 GS1-279B7.1 GSG1 GUSBP4 HCN2 HSPA8P11 KCTD6 KRT8P15 LACTBL1 LHX4 LINC00469 LINC01291 LINC01750 LINC01896 LINC01933 LINC02224 LINC02821 LINC03107 LRRC1 MACROD2 MACROD2-AS1 MACROD2-IT1 MAP7 MIR3671 MRPS30-DT NCKAP5 NFIB NIPAL4-DT NRG1 NRG1-IT1 NRG1-IT3 NYAP2 PRICKLE2 RN7SL754P RN7SL83P RNU6-116P RPL11P1 RPL14P2 RPL31P46 RSF1-IT2 SERTM1 SMIM36 SV2B TAFA4 TDRD6 TMEM132E TMEM196 TMEM215 TRMT9B TRPC7 TRPC7-AS2 VSX1 VSX2 WASF3-AS1 YPEL3-DT ZNF223 ZNF385B ZNF804B ZPBP DESCARTES_MAIN_FETAL_BRONCHIOLAR_AND_ALVEOLAR_EPITHELIAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_BRONCHIOLAR_AND_ALVEOLAR_EPITHELIAL_CELLS ACOXL AGER ATP11A ATP11A-AS1 BAMBI BMP3 C10orf90 CABLES1 CHIA CLDN6 CPM CRLF1 DAPK2 ENSG00000251600 ENSG00000266149 ESYT3 ETV5 FAM41C GOLGA8B GUSBP5 HAS3 IRX1 IRX2 KCNJ15 LINC01331 LINC01335 LINC01393 LINC02026 LINC02277 LINC03007 LMO7DN LMO7DN-IT1 MBIP NDNF NKX2-1 NKX2-1-AS1 NPC2 NT5ELP PRR13P2 PTCSC3 ROS1 SFTA3 SFTPA1 SFTPB SFTPC SLC10A2 SMARCA5 SUSD2 TSPAN13 WIF1 DESCARTES_MAIN_FETAL_CARDIOMYOCYTES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_CARDIOMYOCYTES ALPK2 CPT1B CTNNA3 EIF3KP1 ENSG00000232939 ENSG00000238902 FGF12 FGF12-AS3 FHOD3 FILIP1 HCN4 HRAT17 INCA1 JMJD1C-AS1 KBTBD13 KCNJ4 LINC01186 LINC01954 LINC02248 LINC02502 MARCHF11-AS1 MIXL1 MLIP MRPL58 MYBPC3 MYBPHL MYOCD NAV2-AS2 NTMT2 PPP1R12B PRSS42P RBM20 RNA5SP327 RYR2 SLC27A6 SLC8A1 SORBS2 TNNI3K TRDN-AS1 TRIQK USP28 VDAC2P5 DESCARTES_MAIN_FETAL_CCL19_CCL21_POSITIVE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_CCL19_CCL21_POSITIVE_CELLS AARD ABHD13 ADAMDEC1 ADH1B ADM2 AGAP2-AS1 AHDC1 ALDH1A3-AS1 ALG1L13P ALX3 ANKRD29 ARL6IP4 ARPIN-AP3S2 ASH1L-AS1 ATOX1 ATP2A1-AS1 BAD BARX1 BAZ1A-AS1 BCL3 C11orf68 C17orf80 C1GALT1C1L C1S C1orf35 C7 CCDC28B CCL2 CCNI CD109-AS1 CDC42P6 CDC7 CIAPIN1 CNOT10-AS1 CNRIP1 COL6A5 COMMD2 CPSF4 CR2 CSF1 CTDP1-DT CTSF CTSH CXCL12 CXCL13 CYP51A1P2 DAZL DERL1 EFCAB10-AS1 EFEMP2 EFTUD2 EGR1 EIF2AK3-DT EIF4BP3 EIF5-DT ENSG00000226706 ENSG00000246308 ENSG00000257279 ENSG00000257550 FAM133DP FAM3C2P FBXW5 FDCSP FGF11 FGF7 FKBP9P1 FLJ40288 FNDC1-AS1 FOS FUT4 FZD2 GAD3P GARS1 GDF6 GLI4 GPANK1 GPS2 GRINA GTF2F1 H2AC20 HAFML HASPIN HDAC4-AS1 HECTD3 HLA-J HMCN2 HNRNPA0 HNRNPUL2 HOXA2 HOXC-AS1 HTD2 ICAM1 IER3 IFI27L2 IFIT2 IGDCC4 IGFN1 IL11RA INTS5 IRF2-DT ISOC2 ITPR1-DT JMJD4 JUNB JUND KCND1 KCNE4 KCNK15 KPNA2P2 KRTCAP2 LAP3 LARP6 LENG1 LERFS LINC00310 LINC00324 LINC00562 LINC00654 LINC00852 LINC01311 LINC01350 LINC01686 LINC01786 LINC01787 LINC02126 LINC02228 LINC02610 LINC02847 LIPT1 LPAR1 LRP3 LRRC37A17P MAP3K6 MICALL2 MIF MINCR MIR3677HG MLF1-DT MRGPRF MSANTD1 MSC NALF2 NFIL3 NFKB2 NFKBIA NFKBIE NFKBIZ NKD2 NME2 NOP53 NPB NPIPA1 NPM3 NRIP2 NYNRIN OTOP2 P2RX2 PABPC3 PABPC5 PARK7 PCDHGA3 PDRG1 PES1 PHF24 PI15 PI4K2A PJVK PLSCR3 PNRC1 PPIL3 PRRX1 PSMB1 PSMG3 PTGDS RAB13 RAI2 RARA-AS1 RASGEF1A RBBP9 RBP5 RELB RGS16 RIN1 RIOX2 RNU1-149P RNU6-1330P RPL10AP2 RPL10P16 RPL10P3 RPL13AP3 RPL17P36 RPL21P68 RPL23AP65 RPL27P6 RPL31P4 RPL35P2 RPL36P14 RPL3P7 RPL5P12 RPL5P34 RPL7AP47 RPL7P12 RPL7P23 RPLP1P6 RPP25 RPS18P5 RPS27AP5 RPS3AP21 RPS3P3 RPS3P4 RPS8P10 SCARF2 SCGB1B2P SCYL1 SELENOM SEPTIN7P6 SERTAD1 SET SF3A2 SF3A3 SF3B2 SHISA3 SLC22A3 SMARCAD1-DT SMU1 SNHG11 SNORD116-30 SNX33 SOCS3 SPIC SPIN2A SPNS2 SPOUT1 STX10 TCF3 TECRP1 TENT5D TEX12 THAP5P1 TLCD1 TMEM147-AS1 TMEM18 TMEM262 TMPRSS12 TNFAIP3 TNFSF11 TNFSF9 TP53BP2 TPBGL TRIM47 TRMT6 TYMP TYRO3 UBAC2-AS1 UBD UBQLN2 UBR7 VCAM1 VEGFA VPS16 WAC-AS1 WDR97 WWTR1-AS1 YY2 ZBED6 ZFP36L2 ZFP64 ZGPAT ZNF140 ZNF17 ZNF335 ZNF500 ZNF665 ZNF853 DESCARTES_MAIN_FETAL_CHROMAFFIN_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_CHROMAFFIN_CELLS ARSF ASIC5 CFAP20DC-AS1 CNTFR GALNT16 GIP HMX1 IL7 INSL5 INSM2 LINC01201 LINC01732 LINC02074 MAB21L1 MAB21L2 MLN NPY NTRK1 PHOX2A PKIA-AS1 PTCHD1 REG4 RN7SL516P SLC22A10 DESCARTES_MAIN_FETAL_CILIATED_EPITHELIAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_CILIATED_EPITHELIAL_CELLS ABCA13 ABITRAM ACBD3-AS1 ADGB ADPRS AGR3 AHI1-DT AHSA1 AK7 AK8 AK9 AKAP14 AKAP9 ALDH3B1 ANKEF1 ANKMY1 ANKRD42 ANKRD44-AS1 ANKRD45 ANKRD54 ANKRD66 ANKUB1 APOBEC4 ARHGAP39 ARHGEF38 ARMC2 ARMC3 ARMH1 ARMH2 ASB14 B9D1 B9D2 BBOF1 BBS12 BBS4 BBS5 BCYRN1 BRD3OS BTG4 C10orf67 C10orf95 C11orf97 C16orf46 C17orf97 C19orf44 C1QTNF8 C1orf141 C1orf87 C20orf85 C20orf96 C21orf58 C22orf15 C2orf50 C2orf73 C4orf47 C5orf15 C5orf46 C6orf118 C6orf52 C7orf57 C9orf24 C9orf43 CABCOCO1 CAPS CAPS2 CAPS2-AS1 CAPSL CASC2 CATIP CATSPERD CBY1 CC2D2A CCDC103 CCDC113 CCDC13 CCDC138 CCDC146 CCDC153 CCDC157 CCDC160 CCDC17 CCDC170 CCDC178 CCDC180 CCDC181 CCDC190 CCDC191 CCDC24 CCDC30 CCDC33 CCDC39-AS1 CCDC40 CCDC65 CCDC74A CCDC74B CCDC78 CCDC81 CCDC89 CCDC96 CCNA1 CCNO CCNO-DT CCP110 CD164L2 CDC20B CDH13-AS2 CDHR18P CDHR3 CDHR4 CDNF CDS1 CENPBD2P CENPS CEP126 CEP170P1 CEP290 CEP83 CES1 CETN2 CFAP100 CFAP107 CFAP119 CFAP126 CFAP141 CFAP144 CFAP157 CFAP20 CFAP206 CFAP20DC CFAP210 CFAP221 CFAP251 CFAP276 CFAP298 CFAP299 CFAP300 CFAP36 CFAP418-AS1 CFAP43 CFAP44 CFAP44-AS1 CFAP45 CFAP46 CFAP47 CFAP52 CFAP53 CFAP54 CFAP58 CFAP61 CFAP65 CFAP69 CFAP70 CFAP73 CFAP74 CFAP77 CFAP90 CFAP91 CFAP92 CFAP95 CFAP99 CHRNA9 CHST9 CIB1 CIBAR2 CLBA1 CLDN16 CLHC1 CLUAP1 CLXN CNGA4 CNTN4-AS1 COPRS COQ4 COQ7-DT CRACDL CRAT37 CRISP2 CROCC CROCC2 CSPP1 CSRP3-AS1 CTXN1 CYB5D1 DALRD3 DAW1 DCDC1 DCDC2B DENND6B DERL3 DEUP1 DHX40 DLEC1 DLG5-AS1 DMKN DNAAF1 DNAAF10 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF6 DNAAF8 DNAH1 DNAH10 DNAH11 DNAH12 DNAH2 DNAH3 DNAH5 DNAH6 DNAH7 DNAH9 DNAI1 DNAI2 DNAI3 DNAI4 DNAI7 DNAJA4 DNAJB13 DNAL1 DNAL4 DNALI1 DOC2A DPAGT1 DPCD DPY30 DRC1 DRC3 DRC7 DTHD1 DUSP18 DUSP19 DYDC1 DYDC2 DYNC2H1 DYNC2I1 DYNC2I2 DYNLL1 DYNLRB2 DYNLT1 DYNLT2B DYNLT4 DYNLT5 DZANK1 DZIP1L DZIP3 E2F3P2 ECT2L EEF1B2P4 EEF1B2P5 EFCAB10 EFCAB12 EFCAB2 EFCAB6 EFHB EFHC1 ELL3 ENKUR ENO4 ENSG00000181123 ENSG00000226484 ENSG00000226690 ENSG00000236495 ENSG00000238185 ENSG00000250803 EP300-AS1 EPPIN ERGIC3 ERICH2-DT ERICH3 ERICH3-AS1 ERICH6-AS1 FABP6 FABP6-AS1 FAM104B FAM151B-DT FAM166A FAM166C FAM174A FAM181A-AS1 FAM216B FAM227A FAM229B FAM47E FAM81B FAM86FP FANK1 FBXL13 FBXO15 FBXO36 FBXW9 FHAD1 FNDC11 FOXJ1 FRMPD2 FSIP1 FUZ GALNS GEMIN8 GET1 GIHCG GJB7 GLB1L GOLGA2P5 GOLPH3-DT GON7 GPR162 GRIN3B HAGHL HCG14 HHLA2 HIPK1 HIPK3 HMGB1P16 HMGN3 HNRNPF HOATZ HSP90AA1 HSPBP1 HSPH1 HYDIN IFT122 IFT140 IFT172 IFT22 IFT43 IFT52 IFT57 IFT74 IFT81 IFT88 IK INTS10 IQANK1 IQCA1 IQCD IQCE IQCG IQCH IQUB ITGB8-AS1 JHY KATNIP KCNE1 KCNH3 KCNRG KIAA0753 KIAA0825 KIAA2012 KIF19 KIF23-AS1 KIF27 KIF9 KLF2-DT KLHDC9 KNCN KNDC1 KRT42P LCA5 LCA5L LDLRAD1 LEKR1 LINC00475 LINC00589 LINC01392 LINC01435 LINC01513 LINC01571 LINC01671 LINC01707 LINC01708 LINC01722 LINC01765 LINC01908 LINC01927 LINC01970 LINC02031 LINC02056 LINC02057 LINC02166 LINC02231 LINC02265 LINC02300 LINC02345 LINC02605 LINC02696 LINC02958 LINC03053 LINC03086 LKAAEAR1 LMLN LMNTD1 LMNTD2 LNC-LBCS LNCTAM34A LPO LRGUK LRP2BP LRRC10B LRRC18 LRRC23 LRRC27 LRRC34 LRRC37A5P LRRC43 LRRC46 LRRC51 LRRC56 LRRC71 LRRC73 LRRC74B LRRC9 LRRIQ1 LRWD1 MAP3K19 MAP9 MAPK15 MAPRE3 MARCHF10 MCAT MDH1B MEIG1 METTL27 MGAT4D MINDY4 MIPEP MIPEPP3 MIR7515HG MKS1 MNS1 MOK MORN1 MORN2 MORN3 MORN5 MROH9 MRPS31 MS4A8 MTRR MYCBP NAT1 NAT14 NEK10 NEK11 NEK2-DT NEK4 NEK5 NHLRC4 NME5 NME9 NPHP1 NRAD1 NRAV NRG4 NSUN7 NUDC NUDT7 NWD1 ODAD1 ODAD2 ODAD3 ODAD4 ODF2L ODF3B OGFR-AS1 OMG OR7E36P OR7E47P OSBPL6 OSCP1 P2RX6P P4HTM PACRG PACRG-AS3 PACRGL PAPOLA-DT PCM1 PCSK4 PIERCE1 PIERCE2 PIFO PITPNM1 PLEKHG7 POLR2I PPIL6 PPP1R32 PPP1R36 PPP1R42 PPP4R4 PRDX5 PRH2 PRR18 PRR29 PRSS12 PRSS54 PSENEN PTGES3 PZP RAB36 RABL2A RABL2B RAD17P1 RB1-DT RB1CC1 RFX2 RFX3 RGS22 RIBC1 RIBC2 RIIAD1 RN7SKP96 RNA5SP473 RNF157-AS1 RNF32 RNF6 RNU4-46P ROPN1L RPGR RPGRIP1L RPL21P54 RPL32P3 RPP38-DT RPS8P5 RSPH1 RSPH10B RSPH10B2 RSPH14 RSPH3 RSPH4A RSPH9 RUVBL2 RWDD3-DT SAMD15 SANBR SAPCD1-AS1 SAXO2 SCGB3A2 SERTAD4-AS1 SGMS2 SLC44A4 SLC9C2 SLFN13 SMC2-DT SMIM34 SMIM6 SMPD2 SNRPF-DT SNTN SOX30 SPA17 SPACA9 SPAG1 SPAG16 SPAG17 SPAG6 SPAG8 SPATA17 SPATA18 SPATA33 SPATA4 SPATA6L SPATS1 SPEF1 SPEF2 SRGAP3-AS2 SRI STAM2 STK33 STMND1 STOML3 STOX1 STPG1 SYNPR-AS1 SYS1 TARS1-DT TBC1D8 TCP11 TCTE1 TCTN1 TCTN2 TEKT1 TEKT2 TEKT3 TEKT4 TEX26 TEX56P TEX9 TGM3 THBS3-AS1 TM4SF19-DYNLT2B TMC5 TMEM107 TMEM190 TMEM212 TMEM218 TMEM231 TMEM231P1 TMEM232 TMEM254 TMEM270 TMEM67 TMEM68 TNFAIP8L1 TOGARAM1 TOGARAM2 TP73 TPPP3 TPRG1L TRAF3IP1 TREM1 TROAP-AS1 TSGA10 TSPAN1 TSPAN19 TTC12 TTC16 TTC21A TTC21B TTC23L TTC26 TTC29 TTC30A TTC30B TTC34 TTC41P TTLL10 TTLL13 TTLL6 TTLL9 TUBA4B TUBB4B UBXN10 UBXN11 UFC1 UGT2B17 ULK4 UMODL1-AS1 UNC119B URAHP USP2-AS1 UVRAG-DT VNN3P VRK3 VSIG8 VWA3A VWA3B WDR19 WDR35 WDR38 WDR41 WDR49 WDR54 WDR86-AS1 WDR93 WFDC6 WRAP53 XPNPEP3 ZBBX ZDHHC1 ZDHHC11 ZMYND10-AS1 ZMYND12 ZNF132 ZNF19 ZNF20 ZNF204P ZNF214 ZNF295-AS1 ZNF391 ZNF396 ZNF473CR ZNF474 ZNF487 ZNF584 ZNF594-DT ZNF599 ZNF688 ZNHIT2 ZSCAN18 DESCARTES_MAIN_FETAL_CLC_IL5RA_POSITIVE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_CLC_IL5RA_POSITIVE_CELLS ACBD5 ACBD6 ACTR1B ADAD1 ADO ADPRM AFG3L2 AGAP10P ALDH1L1-AS2 ALG3 ANAPC13 ARFIP2 ATOX1-AS1 ATP5F1EP2 BCKDHA BCS1L BECN1 BIRC5 BRF2 C1orf174 C3orf18 C9 CAMSAP1-DT CAMTA2 CC2D1B CCDC115 CCDC63 CCDC86-AS1 CCNB3 CDK15 CENPW CEP131 CLC CLEC4OP CNEP1R1 COA6 COMMD8 COQ3 COX17P1 CRELD1 CRIPT CT55 CTDSPL2-DT CTXN3 CYP2U1-AS1 DAND5 DBIL5P DBP DCUN1D5 DDX11-AS1 DHX16 DRAP1 EEF1GP7 EIF1B EIF2AK4 ENSG00000225457 ENSG00000267058 ENSG00000268650 ENTR1 EPX ESS2 FAM209A FBXL8 FBXO45 FBXO8 FLJ46284 FLNB-AS1 FRAT2 GALNT16-AS1 GAR1 GCSH GEMIN4 GNG10 GPATCH3 GPT GTF2A2 GTF2IRD1P1 GTF3A HDC HEATR5A-DT HENMT1 HK2-DT HMGB1P41 HMGN2 HSD17B13 IL5RA IMP3 INE1 ING3 IRGM IRX4-AS1 KDM7A-DT LAMTOR5 LAMTOR5-AS1 LARS2-AS1 LIG4 LINC00680 LINC00847 LINC01224 LINC01476 LINC01629 LINC01681 LINC01844 LINC01948 LINC02256 LINC02324 LINC02482 LINC02549 LINC02552 LINC02701 LINC02869 LINC02925 LMX1B-DT LRRC52-AS1 LYRM7 MADCAM1-AS1 MAN1A2P1 MAP10 MCUR1 MEP1B MICB MINAR2 MIR497HG MKRN2 MLIP-AS1 MMACHC MRPL3 MRPL40 MRPS16 MRPS31P5 MS4A3 MSL3P1 MTFR1L MYOCD-AS1 NAALADL1 NDUFB5 NDUFC1 NDUFS2 NICN1 NLRP12 NOP16 NSL1 NXF1 OSM PANK4 PAQR4 PARP2 PBK PCDHB6 PCGF1 PDE6G PDK1-AS1 PDK2 PEAK3 PGAM5 PITRM1-AS1 PIWIL2-DT PLD6 PLEKHA3 POLR1E POLR3K POLRMT PPM1M PPP1CC PPP1R13B-DT PRELID1 PSMD6-AS1 PSPN PTGDR2 PTGS2 R3HCC1 RBM15 RHOXF1-AS1 RLIM RN7SL308P RN7SL823P RNF26 RNU2-22P RPL35P5 RPL39P5 RPLP0P9 RPS23P8 RPS3AP49 SAC3D1 SCAT2 SDHAF3 SDHAP2 SF3B4 SF3B6 SHARPIN SLC52A2 SLC5A5 SLC6A3 SMIM8 SNHG10 SNRNP25 SNRPA1 SPAAR ST3GAL1-DT STEAP1B-AS1 STRN4 SYS1-DBNDD2 TBX5-AS1 TFAMP1 THAP7-AS1 THAP9 THYN1 TIGD5 TIMM50 TMC3-AS1 TMED7 TMEM250 TMEM26-AS1 TMEM30A-DT TMSB15B TNMD TOMM40L TOPORS TPCN2 TRABD-AS1 TRAPPC2B TRIM21 TRO TRPM2-AS TTC36-AS1 TTC4 UBOX5-AS1 UCK1 USP39 VBP1 VSIG10L WDR55 WDR75 ZBTB20-AS1 ZBTB34 ZC3HC1 ZCCHC4 ZDHHC24 ZFP41 ZNF132-DT ZNF18 ZNF22 ZNF302 ZNF304 ZNF32 ZNF415 ZNF517 ZNF605 ZNF615 ZNF687 ZSCAN16 ZSCAN2 DESCARTES_MAIN_FETAL_CORNEAL_AND_CONJUNCTIVAL_EPITHELIAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_CORNEAL_AND_CONJUNCTIVAL_EPITHELIAL_CELLS A4GALT ABHD11 ADCK2 AGGF1 AGTRAP ALG1L1P ALOX5 ANKRD35 APOBEC3A APOBEC3F AQP5-AS1 ARHGAP23P1 ASPG ATP13A1 ATP6V0C ATP6V1G1 B3GALT4 B4GALT5 BACH1-IT3 BAG1 BATF BBOX1 BCL2L2 BMI1 BNIP1 C14orf28 C19orf73 C1orf116 CALML5 CAPN5 CAPNS2 CASP7 CCDC28A CCL28 CD2BP2 CDKN2A CDKN2B CEACAM6 CEACAM7 CFAP418 CHI3L1 CHMP2A CLDN4 CLDN8 CMPK1 CNFN COIL COMMD4 COPG1 CRB3 CTU2 CX3CL1 CXCL1 CXCL17 CXCL8 CYP2F1 CYP2R1 DAZAP2 DCTN6 DELEC1 DHRS9 DHX38 DMAP1 DMRTA2 DNAH17 DNAJC19 DSC3 DSG1 DTX3L DTX4 DUSP5 DYM-AS1 EDRF1-DT EFCAB15P ELMOD2 EMC4 ENO1P1 ENSG00000124835 ENSG00000236064 ENSG00000253196 EPPK1 ESF1 EXO5 EXOC8 FAM171B FAM186A FAM3D FAM83A FAM83H FAM86C1P FBXL6 FHL1P1 FIBP FOXD2-AS1 FUT2 GABRP GALNT5 GARIN5A GBP3 GGCTP1 GGT6 GJB2 GPC1-AS1 GPR108 GPR87 GTF2H5 GXYLT1 H2AJ HCAR2 HDAC11 HMGN2P5 HS3ST6 HSD17B1-AS1 IER3IP1 IGIP INSIG1-DT IRF5 ITFG2-AS1 JDP2 JMJD7 KDF1 KLF4 KRT12 KRT39 KRT4 LCN2 LINC00342 LINC01269 LINC01655 LINC01770 LINC01931 LINC02194 LINC02361 LINC03073 LIPT2 LRP10 LTV1 LYPD2 LYRM4-AS1 LYSET LYSMD1 MALL MED24 MESP1 METTL13 METTL17 MHENCR MIER2 MIS12 MMEL1 MMP7 MNT MPZL2 MRM2 MRPL13 MTRF1L MUC16 MUC22 MUC4 MYCL NACA3P NANP NDUFB2-AS1 NDUFS5P1 NFKBIB NHP2 NIF3L1 NKAPL NKX3-1 NOL6 NOXO1 NR2F6 NR4A1 NR4A2 NSUN2 NUP85 NXT1 OAZ3 OTX1 PBX2 PEX11B PHKG2 PHOSPHO2 PIGR PLA2G4F PLAAT4 PLEKHS1 PLPP6 POLR2J3 POLR2J4 PP2D1 PPP1R14D PRRT3 PRSS22 PSMD14-DT PSME2 PUSL1 QARS1 RAB1B RAB25 RARRES1 RFT1 RHOV RN7SL118P RNASEL RNPEPL1 RNU4-1 RNU4-80P RNU5A-1 RPL12P4 RPL13AP2 RPL13AP20 RPL37P6 RPS29P11 RPS6KB2-AS1 S100A8 S100A9 SAA1 SDR16C5 SEH1L SEMA3E SERPINB1 SHLD2P1 SKP1 SLC12A2 SLC15A2 SLC16A13 SLC24A3-AS1 SLC34A2 SLC35C1 SLC52A3 SLPI SMIM5 SNORA81 SPATA2 SPCS1 SPDYE1-AS1 SPINT1 SPINT2 SPRR1B SPRTN SRD5A3 SRP68 STAT2 STEAP4 SUPT7L SYNGR2 TACSTD2 TCHP TEPSIN TET2-AS1 TIGD1 TIMM29 TLR5 TM9SF2 TMEM11 TMEM125 TMEM127 TMEM139-AS1 TMEM191A TMEM216 TMEM258 TNFSF15 TPPP TRAM1L1 TRIM22 TSC22D3 TSPAN6 TWF1 U2AF1L4 UMODL1 UPK1B USP21 VNN2 VPS37C VTCN1 ZDHHC12 ZDHHC13 ZFP42 ZG16B ZIK1 ZNF182 ZNF252P ZNF454 ZNF526 ZNF576 ZNF629 ZNF674 ZNF681 ZNF689 ZNF766 ZNF793-AS1 ZNF879 ZSCAN25 DESCARTES_MAIN_FETAL_CSH1_CSH2_POSITIVE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_CSH1_CSH2_POSITIVE_CELLS ADNP-AS1 AGAP11 AIFM2 AKAP17A AKIP1 ALG10 ALG2 ALKBH1 ANKRD26P1 ARHGEF3-AS1 C10orf55 C3orf84 CA5AP1 CADM2-AS2 CARD6 CCDC192 CCNDBP1 CDC25A CEMP1 CGB3 CHST4 CLCN2 CLDN10-AS1 CNKSR1 COPS8-DT COQ7 CPEB1-AS1 CPZ CTDP1 CYB5R2 DDX10P1 DNAJC17 DNAJC8 DOLK DPEP2NB DPH7 EIPR1 ELP1 ENSG00000226180 ENSG00000247131 ENSG00000250954 ENSG00000251218 ENSG00000254718 ENSG00000257283 EOLA2-DT EPIC1 FAM200A FAR2P4 FBXO33 GALE GARIN1A GBAP1 GLUD2 GTF2H2 GTF2H2C GTF2IP20 GZF1 HMGB1P1 HYAL6P IMPA1P1 KBTBD8 KCMF1 LINC00339 LINC00578 LINC00663 LINC00689 LINC00964 LINC01535 LINC01581 LINC01610 LINC01783 LINC01920 LINC02540 LINC02551 LINC02616 LLPH-DT METTL25B MFSD12-AS1 MIR5689HG MKRN2OS MRPL48 MRPS31P2 NDOR1 NFE4 NLRP10 NPIPB3 NPIPB5 NPRL2 NSUN3 ODAPH PCDHGB7 PDCD6 PDE6A PLCE1-AS1 POTEF POU6F2-AS2 PPP1R3F PREB PSG7 PYY2 RAD17P2 RGPD2 RN7SL246P RN7SL741P RNFT1 RNU1-134P RNU2-63P RNU6-1039P RNU6-118P RNU6-188P RNU6-272P RNU6-810P RPL12P20 RPL12P21 RPL13AP5 RPL21P5 RPL21P57 RPL5P4 RPL7P24 RPS13P2 RSF1-IT1 RSPH6A SARS2 SIAH1 SLC22A6 SLC25A32 SLC39A9 SLC47A2 SNIP1 SNRPG SPIN3 TBC1D3P1-DHX40P1 TCAF2P1 TJAP1 TM4SF19 TMEM175 TNIP2 TNKS2-DT TOM1 TOMM20L-DT TOR2A TRAPPC14 TRAPPC3 TRIM62 TRPC5OS TTC39C-AS1 TUSC1 UPF3AP3 VPS72 WAPL XAGE3 XGY1 XKRX ZBTB14 ZNF268 ZNF280C ZNF317 ZNF354A ZNF432 ZNF433 ZNF48 ZNF725P ZSCAN10 DESCARTES_MAIN_FETAL_DUCTAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_DUCTAL_CELLS ACBD4 ADAMTS16 ADORA1 ANXA4 ANXA9 ART3 ATP1A1 CALB1 CALHM3 CBX3P2 CCN2 CFTR CHDH CITED4 CLDN10 CLDN9 CYS1 FAM245A FBXO21 FGFR3 FXYD2 FXYD6-AS1 GMCL1 GMNN GPR3 GREP1 GS1-24F4.2 GSTK1 GSTM3 H3-3B HES4 HEY1 HHEX HSD3B7 ID4 IFFO2 ISYNA1 KIF12 KLHDC7A LCIIAR LEFTY1 LINC01152 LINC01220 LINC01829 LRRC75B LZTS3 MNX1 MNX1-AS2 MPND NEURL1 NEURL1-AS1 NRTN OGDHL OR5G5P PDE3A-AS1 PPP1R1B PRKAR1B-AS2 PUF60 RABGEF1P1 RASSF7 RNU6-287P ROCR SALL4 SCTR SFRP5 SLC4A4 SUCLG1 TMEM141 TMEM72 VASH1-AS1 ZBED3 DESCARTES_MAIN_FETAL_ELF3_AGBL2_POSITIVE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_ELF3_AGBL2_POSITIVE_CELLS AATBC ACAD8 ACTR8 AGPAT1 AKAP5 AKTIP ALKBH6 AMER1 ANKRD2 ANKRD20A18P ANO7 ARHGAP5-AS1 ARHGEF39 ASB10 ASIC4-AS1 ATP5MF-PTCD1 ATP5MJ B3GALNT1 BANF1 BBS10 BCKDK BNIP3 BRK1 C15orf61 C4orf51 CACNA1C-IT3 CCT8 CCZ1 CDC40 CDCA4 CDK16 CDK18 CNN1 COA7 COL11A2 COPS5 COX5A COX6A2 CPHL1P CRAT CRTC2 CSNK2A2 DCAF8L2 DCXR DDA1 DENND6A-AS1 DMTF1-AS1 DOK7 DUSP28 ECHDC3 EIF2S3B EIF5AL1 ENSG00000231119 ENSG00000261335 ENSG00000272970 ERCC4 FAM180A FAM86EP FGF14-AS2 FIZ1 FTH1P16 FUNDC2 GAS6-DT GDE1 GJB4 GOLIM4 GSPT1 GTF2IP5 H3C12 HDHD5 HIPK1-AS1 HMGB1P39 HNRNPH3 HYLS1 IDH3A IER5L-AS1 IL20RA ILRUN-AS1 ISCA2 JDP2-AS1 KCNJ2-AS1 KLC1-AS1 LCDR LCMT2 LINC00400 LINC00853 LINC00881 LINC01191 LINC01405 LINC01560 LINC01801 LINC01936 LINC02208 LINC02299 LINC02455 LINC02660 LINC02713 LINC02832 LOXL2-AS1 LRRK2-DT LSM1 LYSMD4 MCRS1 METTL23 MISFA MOCS3 MPC1 MPV17L2 MRAS MRPL10 MRPL15 MRPL37 MRPS11 MTCH1 MTHFSD MZT1 NARF-AS2 NCBP2AS2 NFILZ NPY6R NUDT10 NUDT22 NUDT8 NUP37 OPLAH PAPLN-AS1 PFDN1 PFKP-DT PGAM2 PHPT1 POMGNT1 PPP1R26 PPP1R3B PRMT5-AS1 PRSS46P PSMB2 PSMG1 PTP4A3 PTTG1 PYGB RBIS RBM14 RBM18 RMND5A RNF113A RNU6-1251P RNU6-125P RNU6-228P RNU6-94P RPL10P9 RPL26P19 RPL37P23 RPL39L RPS15AP11 RPS15AP38 RRAD RRP8 RXYLT1-AS1 SAAL1 SCAMP1-AS1 SCN1B SDR9C7 SH3GL1P1 SLC2A4 SLC35A4 SMCO1 SMIM27 SMIM30 SNF8 SNHG18 SORBS2-AS1 SRP9 SRRM5 ST13P15 STAG2-AS1 STUB1 SYNM-AS1 TAF6 TAF9B TBC1D8-AS1 THAP2 TIMM10 TINF2 TIPARP-AS1 TMEM126B TMEM230 TMEM242 TMEM50B TOMM22 TP53INP2 TP73-AS1 TPT1P4 TRIM41 TRIM68 TRIM69 TRMT10C TUBG1 ULK3 UQCRFS1 VMA21 YBX2 ZFP57 ZNF134 ZNF28 ZNF319 ZNF32-AS1 ZNF419 ZNF436-AS1 ZNF451-AS1 ZNF524 ZNF580 ZNF639 ZNF654 ZNF691 ZNF770 ZNF792 DESCARTES_MAIN_FETAL_ENDOCARDIAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_ENDOCARDIAL_CELLS ACKR3 ACKR4 AGPS APCDD1L ARMCX2 AVPR2 BAALC-AS1 BMX CALCRL CALHM5 CALR CCL26 CD99 CDH11 CGNL1 CLEC3B CLIC2 CPD CPXM2 CTHRC1 DKK2 ECE1 ECSCR ELK4 EMCN ENG F2RL2 F8 FBLN2 FMOD FOXC1 FUT11 FZD4 FZD6 GINM1 GJA4 HAPLN1 HEG1 HMCN1 HRCT1 HS3ST1 HYAL2 IL33 INPP1 ITGA10 LEPR LRIG3 LTC4S MANSC1 MCHR1 MMRN2 NAB1 NBL1 NORAD NPDC1 NPPC NPR1 NT5E NUCB1 POSTN PRCP PROCR PTHLH PWWP3B RAMP2 RHOA SLC35A1 SLC6A4 SMAD6 SMAD7 SMCO3 SPARCL1 THBD THBS3 TLNRD1 TMEM100 TNFAIP1 TNFSF12 TPT1P15 ZBTB8A DESCARTES_MAIN_FETAL_ENS_GLIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_ENS_GLIA AP1S2 ARTN COL20A1 DLX1 DNAJC1 ENPP7P2 GAS7 GFRA1 LINC01474 METRN MVB12B OR4N2 OSGEPL1-AS1 PAQR6 PDCD4-AS1 RABEPK WDR86 DESCARTES_MAIN_FETAL_ENS_NEURONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_ENS_NEURONS CELF3 CNGB1 DLG2-AS2 DPYSL3 DTD1-AS1 EML5 ENSG00000226454 ETV1 FGF13 GARNL3 GPC6-AS2 GPR176 GRK3 HEATR5A HMGN1P14 HMX2 HOXB4 HOXB5 HTR3B HTR4 IQCJ JAKMIP1-DT LINC01238 LINC02641 LIX1 LTK MYH15 NAMA NOS1 NRG2 NRSN1 OPRD1 PCDHA13 PHOX2B-AS1 PPEF1 RGSL1 RPL10P13 SMIM28 TLX2 TNPO1 TNS3 VIP ZNF843 DESCARTES_MAIN_FETAL_EPICARDIAL_FAT_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_EPICARDIAL_FAT_CELLS ANXA3 AQP9 ARL14EP-DT BCHE BST1 CA9 CALB2 CBLL1-AS1 CBLN2 CCDC80 CCNYL1 CPA4 ENSG00000212458 ENSG00000268686 EPGN FAM133CP FAM21FP GUCA1A IL18 INMT ITLN1 KCNT2 KCTD4 KLK5 KLK7 LINC00607 LINC00922 LRRN4 MEDAG MKRN9P MSLN NECAB1 NPNT OLFML1 PHYHIP PLA2G2A PRG4 RAB6D RAET1E RAET1G RN7SL689P S100A10 SMOC2 SPATA41 SPATA48 SPRR2B TBX18 TGM1 TNFRSF8 TRPA1 UNC5B-AS1 ZNF676 DESCARTES_MAIN_FETAL_ERYTHROBLASTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_ERYTHROBLASTS ABCA7 ABCB10 ABCB5 ABCB6 ABCC13 ACSBG1 ACSL6 AHSP AKAP8L ALAD ALAS2 AMMECR1 ANK1 ANKLE1 ANKRD18B ANKRD9 ANP32B AP2A1 ARRDC2 ART4 ATAD5 ATG14 ATG4A AURKA BGLT3 BLVRB BNIP3L BSG BTNL10P C17orf99 C2CD3 C9orf40 C9orf85P2 CA1 CAMKMT CAT CBLL1 CCNF CD46P1 CD58 CDC20 CDC27 CENPE CENPI CENPL CHTF18 CISD2 CMPK2 CPOX CR1L CROCCP2 DBF4 DCAF11 DCAF12 DCUN1D1 DDI2 DENND4A DHRS13 DLGAP5 DMTN DNAJC6 DYRK3 E2F2 E2F4 EIF2AK1 EIF5AP2 ENSG00000189316 ENSG00000260592 EP300 EPB42 EPOR ERMAP ESPL1 EXO1 EZH1 FAM104A FAM117A FAM178B FAM83D FAXDC2 FBXO7 FBXO9 FCHO2 FECH GAPVD1 GCLC GLRX5 GMPR GYPA GYPB GYPC GYPE H1-5 H4C3 HAUS2 HBA1 HBA2 HBB HBBP1 HBE1 HBG1 HBG2 HBM HBQ1 HBZ HBZP1 HECTD4 HEMGN HJURP HK1 HMBS HMGN1P8 HMMR HTRA2 IBA57 IFIT1B KCTD9P1 KEL KIAA1586 KIF18B KIF22 KIF23 KIF4A KLF1 KMT5A LARP1 LINC01399 LINC02444 LINC02506 LINC02772 LPCAT3 MACO1 MAP2K3 MARCHF3 MARCHF8 MARK3 MBOAT2 MIGA2 MINPP1 MOB1B MORC3 MOSPD1 MRPS9 NAPEPLD NARF NCAPG NCEH1 NPRL3 NRIR NUSAP1 ORC1 PARPBP PHOSPHO1 PIGC PIGQ PKLR POLH-AS1 PPME1 PRC1 PRDX2 PRR5 QSOX2 RAPGEF2 RBM38 RCCD1 RCL1 RECQL4 RFESD RGS6 RHAG RHCE RHD RMDN3 RN7SKP124 RN7SL724P RNF123 RNF224 RNU6-370P RRM2 RSAD2 RSRC1 SCYL2P1 SEC14L4 SEC22C SEC62 SELENBP1 SLC11A2 SLC14A1 SLC22A16 SLC25A21 SLC25A37 SLC25A39 SLC43A3 SLC4A1 SLC5A4-AS1 SLC6A9 SMILR SNCA SNORD13E SNX22 SPAG5 SPECC1 SPTA1 SPTB ST3GAL2 STAM STEAP3 STIL TANGO2 TBC1D22B TBCEL TCEANC TCP11L2 TFDP1 TFR2 TFRC THEGL TLCD4 TMCC2 TMEM120B TMEM14B TOP1 TRAK2 TRIM10 TRIM58 TROAP TSPAN5 TSPAN5-DT TSPO2 UBAC1 UGGT1 UROD UROS USP15 USP32 VRK1 WNK1 WRN XK XPO7 YPEL4 ZNF367 ZNF451 ZSCAN5A-AS1 DESCARTES_MAIN_FETAL_EXCITATORY_NEURONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_EXCITATORY_NEURONS ARHGAP15-AS1 ENSG00000271860 FOXG1-AS1 LINC01965 LRRC7 LRRC7-AS1 MLLT3 PANTR1 RN7SL217P RNF182 RNU1-47P RNU6-503P RNU6-904P SOX5 SPIRE1 DESCARTES_MAIN_FETAL_EXTRAVILLOUS_TROPHOBLASTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_EXTRAVILLOUS_TROPHOBLASTS AADACL3 ADAM19 ADGRF4 AFAP1 AFAP1-AS1 ANKRD24 ARFGAP1 ASAP3 ASCL2 ASPSCR1 ATP1A4 C1QTNF6 CCNE1 CD276 CDKN1C CERCAM CHMP1B-AS1 CHPF CLDN19 CLN5 CORO6 CSF2RB CTAGE9 CXCR6 CYP51A1P3 DDX60L DIO2 DSG2-AS1 DUXAP8 EBI3 EFNA1 EGFR-AS1 ELF4 EXTL3 FADS3 FAM43B FAT2 FBN1 FGFBP1 FLNB FLT1 FNDC3B FOXJ3 FSTL1 FSTL3 GAA GALNT6 GCN1 GCNT1P3 GKN1 GLIPR1 GPR150 GPR78 GPR84-AS1 GTSF1 HCG4 HEXB HLA-G HM13-AS1 HMGB3 HPGD HTRA4 IGFL2-AS1 IL1RAP IL2RB ISG15 ISM2 ITGA5 ITGB1 ITM2B KCNK12 KLHL17 KLRG2 KRT16P6 KRT18 KRT7 KRT8 LAIR2 LINC00330 LINC01951 LINC02068 LVRN LY6K MBNL2 MED4-AS1 MFAP5 MGAT5 MMP12 MMP15 MRPL42P6 MYCNOS MYCNUT N4BP3 NOG NOS2 NOX3 OPN3 P3H1 PCAT6 PLET1 PLOD3 PRSS8 PTGES PTPRF PVR PXN PYCR1 PYCR1-AS1 QSOX1 RN7SL810P RPN2 RPS15AP30 RPS27P19 SEMA4C SERPINE1 SHISA5 SLC12A8 SLC25A24P1 SLCO4A1 SNAI1 TAC3 TCF7L2 TEAD1 TLE6 TMED3 TNFSF10 TRIM60 WDR64 WIPI1 DESCARTES_MAIN_FETAL_GANGLION_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_GANGLION_CELLS CHRNA6 CHRNB3 CPNE9 CRABP1 DDX50P2 ENSG00000205037 ENSG00000248540 ENSG00000271776 INA LINC00348 LINC01606 LINC02505 LINC02974 LRRTM2 MFSD14A MMP20 NEFM OBI1-AS1 OPN4 P2RX3 POU4F1 POU4F2 RBPMS RPL31P54 SLC17A6 SUSD4 TFAP2D TMEM74 TRARG1 TRHDE TRHR DESCARTES_MAIN_FETAL_GOBLET_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_GOBLET_CELLS A4GNT AGR2 ANXA10 ARL14 B3GNT6 BMP2K-DT C16orf89 CAPN9 CLASP1-AS1 CREB3L1 CSF3 CXCL3 CXCL5 DUOX2 ENSG00000222001 ENSG00000262966 ERN2 ERO1A FAM177B FAR1 FBXW11 FOXQ1 FUT9 GKN2 GMDS GPRC5A IL17C KRT18P55 LIPF LRRC31 LYZ MARCKSL1P2 MUC5AC MUC6 MUCL3 MYADM-AS1 PDPK2P PGC PRKCI PSPHP1 RFLNA RNU5B-1 SAMD12 SLC30A4-AS1 SLC9A2 SLC9A4 SPDEF TEX14 TFF2 TMEM238L TSPAN15 UGT2B15 VSIG1 DESCARTES_MAIN_FETAL_GRANULE_NEURONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_GRANULE_NEURONS ANKRD34C-AS1 CCSER2 CDH7 DISP2 FGF5 FRMPD3 GPC5-IT1 GRM4 KCNA1 KCNK9 KIF5C KLHL29 LINC01324 LINC01830 NAV2-IT1 NEO1 PPP2R2C SEZ6L-AS1 SYNJ2 TAFA5 THSD7B UNC13C DESCARTES_MAIN_FETAL_HEMATOPOIETIC_STEM_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_HEMATOPOIETIC_STEM_CELLS ABCC1 AOX2P AZU1 BAALC BAP1 BMAL2-AS1 C1QTNF4 CBX3P10 CD244 CDCA7 CDK6-AS1 CLDN14-AS1 CSRP1-AS1 DDTL DENND3-AS1 DYTN EIF2S2P3 ELANE EMC3-AS1 ENSG00000213963 ENSG00000222588 ENSG00000258747 ENSG00000260316 ENSG00000261638 EOLA2 FAM216A FANCD2OS FASTKD1 FIRRE GALNT7-DT GCC2-AS1 HCG25 HSF5 HSPE1-MOB4 IL12RB2 IQSEC3-AS2 IRAK3 KCNIP2-AS1 KLC4-AS1 LINC02100 LINC02232 LINC02328 LINC02839 LINC02987 LOC100505915 LOC105371430 LRRC37A4P LRRFIP1P1 MARS1 MIR3667HG MPO MTND5P26 NDUFAF6 NRIP1 PRAM1 PRSS57 PRTN3 RFC4 RN7SL558P RNU1-133P RPL21P10 RPS10P7 S100Z SEPSECS SNHG3 SPINK2 SPNS3 STAT5A TAOK3 TARBP1 TFAP2E-AS1 TIPIN TM7SF3 TMCC1-DT TRIM27 TRIM66 UBR5-DT ZNF789 ZP3 DESCARTES_MAIN_FETAL_HEPATOBLASTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_HEPATOBLASTS A1BG ABCB11 ABCC2 ABCC6 ABCG5 ACMSD ACOT12 ACSL3P1 ACSM2A ACSS2 AFMID AGMO AGXT2 AKR1C1 AKR1D1 ALDH1L1 ANG AOC4P APOA5 APOC1P1 APOC2 APOC4 ASS1 BDH1 BPHL BPIFB2 CA5A CAPN12 CASC19 CBS CCDC73 CCT8P1 CFHR4 CNGA1 CPB2 CPN1 CPS1 CYP3A43 DPYD-IT1 DPYS ENSG00000228697 ENSG00000233569 ENSG00000250493 F11 FOLH1B FYTTD1P1 G6PC1 GAS2 GBP7 GCKR GLS2 GLYAT GLYATL1 GPAM GPC5 GYS2 HACD2 HAL HAO1 HGD HISLA HPD HPR HSD17B7 ITIH4 KLB KLKB1 LINC00616 LINC00907 LINC01344 LINC01717 LINC01900 LINC02027 LINC02499 LINC02607 LINC02919 LINC03064 LIPC LIPC-AS1 LOC124901220 LPAL2 MFFP1 MIR122HG MT1B NAT8 NKX2-8 NPSR1-AS1 NR1I3 NUGGC OXT PANK1 PC PFKFB1 PLCXD2 PON1 PROZ PSMC1P9 PTP4A1 RHBG RN7SL583P RPL23AP6 RPS3AP54 SHBG SLC17A1 SLC17A2 SLC22A24 SLC22A25 SLC22A7 SLC22A9 SLC2A9 SLC39A14 SLC51A SLCO1B1 SLCO1B3 SLCO1B7 SLCO4C1 SMAD3-DT SNAP25-AS1 SPP2 STEAP2-AS1 TDRD15 THPO TMEM82 UGT2B27P UROC1 WNK4 DESCARTES_MAIN_FETAL_HORIZONTAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_HORIZONTAL_CELLS ARHGAP26-IT1 ARHGEF4 B3GAT2 CACNG3 CACNG7 CNTN4 DCTN1-AS1 DRD2 ENSG00000203900 ENSG00000259203 EPM2A ERC1 ESRRB FCHSD1 GRIA3 HS6ST1 IL12A-AS1 LINC01416 LINC02155 LINC02565 LINC02609 LINC02842 LOC574538 MALT1 MEGF11 MIR181A2HG MIR2052HG MRPL37P1 NDST3 ONECUT1 ONECUT2 ONECUT3 PAK5 PLAC8L1 PMFBP1 RAB11FIP4 RNU1-33P RPL17P23 SEM1 SEMA6A-AS2 TANC1 TFAP2B TIGD3 TLE4 TNR TNR-IT1 TPM3 DESCARTES_MAIN_FETAL_IGFBP1_DKK1_POSITIVE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_IGFBP1_DKK1_POSITIVE_CELLS A1BG-AS1 A2MP1 AADACL4 ABI3BP ACE ADAMTS1 ADAMTS15 ADAMTS5 ADRA2C ALOX15B ANGPTL5 ANKRD30B AOX1 APOD APOL1 APOO ASIC3 ATP13A3 ATP2B4 B2M C17orf114 C1QTNF1 CAB39L CARS1-AS1 CATIP-AS1 CCL24 CD248 CD82 CFD CHI3L2 CHPF2 CHRDL1 CHST2 CHST7 CILP CITED2 CLEC2B CNR1 COL6A4P1 COPZ2 CPXM1 CRISPLD2 CRYGN CTSK CYB561D2 DCN DEFB124 DEPP1 DKK1 DPYD-AS1 EMILIN2 ENPP1 EPYC F2R FAM131B-AS2 FAM89A FICD FOXL2 GAS1 GASK1A GBP1 GDF7 GPBAR1 GREB1 HAND2-AS1 HOXA11 HSD11B1 HSPB6 HTR2B IFI35 IGFBP4 IGFBP6 IGSF10 IL1R1-AS1 IL1RL1 ING1 IRS2 ISLR KIAA0040 LEFTY2 LGALS1 LINC00092 LINC00707 LINC00987 LINC01204 LINC01270 LINC02281 LINC02349 LINC02432 LINC02600 LINC02916 LINP1 LMOD1 LRRC15 LRRN4CL LTBP2 LUM MACC1-AS1 MAOB MAP3K4-AS1 MAPK7 MFAP4 MIA2-AS1 MIR4453HG MMP19 MMP2 MMP27 MOSPD2 MOV10L1 MRPS6 MTND4LP1 MXRA8 MYG1-AS1 MYO16-AS1 NDP NFE2L1 OMD OSGIN2 OSR2 OXTR P4HA3 PALMD PAPOLB PBXIP1 PCDHGB6 PCYOX1 PDLIM2 PGR PILRA PIP5K1C PLAC9P1 PLPP1 PLPP3 PODNL1 POLD4 POLR1F PRL PRLR PROK1 PRR15 RBP1 RGCC RN7SL141P RNVU1-6 RRAS RTL10 S100A3 SCARA5 SERPING1 SH3RF3-AS1 SLC37A3 SLC39A6 SNX21 SPON2 SPSB1 SPTSSA SSC5D STARD5 SULF2 SUMF2 SYN3 TAS2R1 TCEAL3 TCEAL4 TEX26-AS1 TGM2 THY1 THY1-AS1 TIMP1 TMEM198B TMEM37 TMEM45A TMX3 TSKU TUBA3E UBE2L6 ULBP1 VASN WNT5A ZNF416 DESCARTES_MAIN_FETAL_INHIBITORY_INTERNEURONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_INHIBITORY_INTERNEURONS ADARB2-AS1 AJAP1 ANO4 BHLHE22 CDH22 CHL1 CPLX4 DISP3 ENSG00000253857 EPHA8 FNDC1-IT1 GAD1 GAD2 GLCE HCRTR2 KIT LHX5 LINC02144 MGAT4C MSRA MYT1L-AS1 NEUROG2 PBX3 PRSS51 RNU6-729P ROBO3 SH3GL2 SKOR1 SLC30A3 SLC35F4 SLC6A5 UNC5C XKR4 DESCARTES_MAIN_FETAL_INHIBITORY_NEURONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_INHIBITORY_NEURONS DLX6-AS1 DRD3 GRM5P1 LHX8 PDYN PMCH SLAIN1 DESCARTES_MAIN_FETAL_INTESTINAL_EPITHELIAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_INTESTINAL_EPITHELIAL_CELLS ACSL5 ACY3 AGMAT ANKRD40CL ANXA13 APOA4 APRG1 BTNL3 BTNL8 C1QTNF12 C3orf85 CA7 CBLC CDX2 CEACAM18 CEACAM19 CLCA1 CLCN1 CUBN CYP2W1 DEFA5 DEFA6 DGAT1 DNAJB7 ENPP7 ENTPD7 ERICH4 FADS6 FAM157A FGF23 GBA3 GPR35 GUCA2A IGSF23 KHK LBX2 LCN15 LCT LHPP LINC00955 LINC01123 LINC01594 LINC02323 LPGAT1 MALRD1 MELTF MIR4307HG MOGAT3 MTTP MUC12 MUC2 MYO1A NHERF4 NLRP6 PANCR PDZD7 PGPEP1 POFUT1 PRKG2 PRSS48 PVALEF R3HDML RBBP8NL RBP2 REEP6 RNU6-36P RNU6-439P RPL13AP8 RPLP0P2 SI SLC13A2 SLC17A4 SLC26A3 SLC28A1 SLC34A3 SLC5A12 SPACA3 STRC TINAG TM6SF2 TMEM207 TMIGD1 TPSG1 TRIM15 URAD VIL1 WHAMM XDH XPNPEP2 ZBTB38 DESCARTES_MAIN_FETAL_ISLET_ENDOCRINE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_ISLET_ENDOCRINE_CELLS ABCC8 ACLY ACVR1C ARX ASB9 BTBD17 C1orf127 C22orf42 CABP7 CACFD1 CALY CAMK2N1 CASR CCDC188 CNIH2 ECEL1 EGR4 ENSG00000224090 ENSG00000236154 ERO1B FAM131C FEV G6PC2 GCG GCK GNAS HADH HPCA HSPA1A IAPP INS KCNJ11 KCNK16 LINC01370 LINC02106 LINC02131 MAFA MAFB NEUROG3 NKX2-2 NKX6-1 NOL4L-DT NSMF PABPN1L PAX4 PCSK1 PCSK1N PLD3 PLUT PPY PTPRN RAB26 RAB3B RASA4CP RTL5 SCGN SF3B5 SLC30A8 SNX10-AS1 SST SSTR5 SSTR5-AS1 STX1A SUV39H2-DT SYNDIG1L SYNGR4 TBCC TTR VWA5B2 DESCARTES_MAIN_FETAL_LENS_FIBRE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_LENS_FIBRE_CELLS ADAM17 ALG5 ANK2-AS1 ARGLU1 ARHGEF37 ARID3B ARSI AURKC BASP1-AS1 BCO2 BEND3P1 BFSP1 BFSP2 BHMT BIRC7 BMAL2 BPIFB4 BTBD10P2 BTF3-DT C12orf42 C12orf60 CAHM CAMK2A CAPRIN2 CARD14 CARHSP1 CCDC159 CCDC169 CERK CHRNA2 CHUK CLIC5 CLRN1 CMTM7 COL4A6 CPEB1 CPSF4L CRMA CRYAB CRYBA1 CRYBA2 CRYBA4 CRYBB2 CRYBB3 CRYGA CRYGB CRYGC CRYGD CRYGEP CRYGS CTBP1-DT CTIF CYB5R4 DBIL5P2 DCTN5 DEPDC1P1 DICER1-AS1 DNMBP DNMBP-AS1 DRG1P2 DST-AS1 DYNC1I1 E2F5-DT EFCAB8 ELOA-AS1 ENSG00000214803 ENSG00000223786 ENSG00000227463 ENSG00000234210 ENSG00000235834 ENSG00000246331 ENSG00000251143 ENSG00000251314 ENSG00000260616 ENSG00000267082 EPB41L4A EPS15L1 ERICH5 ERVK9-11 FAAHP1 FABP5 FAM182A FAM209B FAM222A-AS1 FBXO3 FBXO34 FDXACB1 FHIT FLYWCH1 FN3KRP GACAT3 GARIN1B GJA3 GJA8 GPR137B GPR89B GRPEL2-AS1 GSS GUCY2GP H2AZ2P1 H2BC18 HDAC6 HERC4 HIF1A-AS3 HLCS-AS1 HMGB1 HMGB1P29 HMSD HSF4 HSPA5-DT HSPA6 IGSF22-AS1 INPP5F IQSEC1 KCNMB2-AS1 KDM3A KIAA1217 KNOP1 KXD1-AS1 LCMT1-AS1 LCTL LDLRAD3 LENEP LGSN LIM2 LINC00158 LINC00392 LINC00471 LINC00519 LINC00901 LINC00903 LINC01004 LINC01166 LINC01170 LINC01339 LINC01389 LINC01429 LINC01440 LINC01789 LINC01885 LINC01950 LINC02024 LINC02028 LINC02141 LINC02177 LINC02220 LINC02234 LINC02367 LINC02413 LINC02596 LINC02624 LINC02720 LINC02763 LINC02851 LINC02990 LINC03060 LIPI LMCD1-AS1 LNPK LPIN1 LRRC39 LRRC42 LRSAM1 LSAMP-AS1 LY6G5B LYPD6 MALAT1 MBOAT1 ME1 MEGF9 MINDY2-DT MIP MIPOL1 MIR31HG MIR583HG MIR624 MSLNL MYO18A NAV2-AS1 NBEAP1 NFE2L1-DT NHLRC1 NHS NLRP13 NMRK1 NOL3 NPLOC4 NRCAM NREP-AS1 NXF5 NXPE2 OXA1L-DT P3H2 P3H2-AS1 PALM2AKAP2 PARM1-AS1 PCDHAC2 PCNX4-DT PELI1 PIP5KL1 PKD1P6-NPIPP1 PRANCR PRDX6-AS1 PROX1-AS1 PRX PTPRU RAB39A RASGRF1 RBM22P2 RN7SL12P RN7SL36P RN7SL378P RNF139-DT RNF175 RNF25 RNU4-38P RNU4-40P RNU5E-8P RNU6-1111P RNU6-147P RNU6-880P RPL17P13 RPL23AP32 RPL23AP7 RPL23P2 RPL7P49 RPS3AP38 RSPO4 SEC14L1P1 SEC61G-DT SERPINB6 SGSM3-AS1 SIPA1L1 SIPA1L3 SLC24A2 SLC25A44 SMCO2 SNORD39 SNX1 SOHLH2 SORD SOX1-OT SPTBN5 SQOR SRP54-AS1 ST6GAL2-IT1 STAMBPL1 STPG4 STRCP1 SUCO TBC1D22A-DT TDH TDRD7 TENM3-AS1 TEX11 TEX14BP TEX35 TGFB2-AS1 TGM6 TIGD6 TIMELESS TLK2P2 TMEM114 TMEM117 TMEM167B-DT TMEM42 TMLHE TMPRSS5 TPM3P9 TPO TRIB1AL TRPM8 TSSC2 TUSC7 UBR4 UCHL1-DT USPL1 UTS2B VIT WNT7A ZBED5-AS1 ZFYVE21 ZNF674-AS1 ZNF761 ZNF778-DT ZSCAN30 DESCARTES_MAIN_FETAL_LIMBIC_SYSTEM_NEURONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_LIMBIC_SYSTEM_NEURONS ERC2 FAM131B-AS1 LINC00951 NPTXR NTNG1 OPRK1 OPRM1 PCDH10-DT POU2F2 RN7SKP76 RTL9 SLC17A6-DT DESCARTES_MAIN_FETAL_LYMPHATIC_ENDOTHELIAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_LYMPHATIC_ENDOTHELIAL_CELLS ADD3-AS1 ADGRG3 ANKDD1A ARL4A C2CD4D CASP12 CNTNAP3B CYP2AC1P CYP46A1 D21S2088E DIPK2B DTX1 EFCC1 EFNA5 ELK3 ENSG00000233178 ENSG00000269155 FCGR2C FLT4 GFUS GIMAP5 GJA1 GJC2 GJD3 GNG11 GNG12-AS1 GPR182 GRAP GRAPL HOMER3 INO80C IRAG1-AS1 KBTBD11 KLHL3 KLHL4 LINC00636 LINC01558 LINC02005 LINC02058 LINC02147 LOC124900318 LOX LRRC70 LYVE1 MAP3K1 MAP4K2 MSMP NFATC1 NRP2 NTS PARD6G PDE2A PGM5 PGM5-AS1 PIEZO1 PLEKHO2 PLSCR4 PPFIBP1 PRR5L PTX3 RAB11FIP5 RAB3IL1 RADIL RASSF9 RHOJ RNU7-13P S100A16 SELENON SHC1 SLC27A3 SLC35E4 SMAD1 SMAD1-AS1 SPHK1 STAB2 TBX1 TCTN3 TFPI TIE1 TMEM140 TMEM255B TNFAIP8L3 TNFRSF11A TSPEAR UBTD1 WFS1 ZNF24TR ZNF341-AS1 ZP2 DESCARTES_MAIN_FETAL_LYMPHOID_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_LYMPHOID_CELLS APOBEC3C APOBEC3H ARHGAP9 ARHGDIB ARHGEF1 ARL4C BLK BTN3A2 CARD11 CCR6 CD160 CD19 CD22 CD27 CD37 CD48 CD5 CD52 CD69 CD7 CD79A CD79B CHRM3-AS2 CORO1A CPA5 CRTAM CTLA4 CXCR3 CXCR4 CXCR5 CYLD CYTIP DENND2D ENAM ENSG00000224610 ENSG00000267568 ESYT1 FASLG FCMR FCRL1 FCRL2 FCRLA FGFBP2 FMNL1 GBP5 GIMAP2 GIMAP7 GPR171 GPR174 GPR18 GPSM3 GRK6 GVINP1 GZMA GZMH GZMK GZMM IFITM3P6 IFNG IGHD IGHG1 IGHG3 IGHG4 IGHGP IGHM IGKC IGLC3 IGLL1 IGLL5 IL18RAP IL23R IL2RA IL7R ISG20 ITGB7 JAK1 JCHAIN KIR3DL1 KLRB1 KLRC1 KLRC4-KLRK1 KLRF1 KLRF2 KLRK1 KRT72 LCN6 LIMD2 LIME1 LINC00861 LINC00892 LINC01871 LINC02422 LINC02446 LINC02481 LOC102723692 LTA MAP4K1 MATK MYO1G NCF1B NCF1C NCR1 NCR3 NIBAN3 NKG7 NMUR1 NOSIP PARP11-AS1 PARP15 PAX5 PCED1B-AS1 PFN1 PRF1 PSMB10 PSMB8-AS1 PTGDR PTPRCAP PYHIN1 RGL4 RHOF RIPOR2 RN7SL337P RNF125 RPS10P3 RPS2P5 RUNX3 S1PR4 SH2D1B SH2D2A SH3BP1 SHISAL2A SLAMF6 SLC25A45 SLFN12L SNX29P1 SP110 SP140L STAP1 STAT4 STK17A STK17B TAGAP TBC1D10C TBX21 TCL1A TIGIT TMEM156 TNFRSF25 TRDC TRGC1 TRGC2 TXK USP30-AS1 VPREB1 VPREB3 XCL1 XCL2 ZNF831 DESCARTES_MAIN_FETAL_MEGAKARYOCYTES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_MEGAKARYOCYTES ABCC4 ABHD16A ACRBP ACTN1 ACTN1-DT ADCY6 AKR1C5P ALOX12 AQP10 ARHGAP6 ASAP2 ATP2A3 ATP2C1 AXIN1 BANK1 BEND2 BIN2 BLZF2P BMS1P10 BTK C11orf21 C5orf58 CAPN1-AS1 CAPN11 CATSPER1 CD226 CDKN2D CENPT CGRRF1 CLEC1B CMTM2 CMTM5 CNST COL24A1 CPA3 CTTN DCLRE1A DGKD DGKG DIAPH1 DNM1L DOK1 DOK3 EFCAB13-DT EGF ELOVL7 ENSG00000245008 ENSG00000258803 F2RL3 FAM110A FAM30A FCER1A FERMT3 FHOD1 FLI1 GAS2L1 GCSAML GFI1B GFOD1 GNB5 GOT2P7 GP1BA GP5 GP6 GP9 GPX1 GSAP HBD HPSE HTR2A ILK INAFM2 ING5 INHBA-AS1 INKA1 INPP4B IRAG1 ITGA2B ITGB3 KCNK6 KIAA0513 KIF2A L3MBTL2-AS1 LAT LGALS12 LGALSL LIMS1 LINC00504 LINC00534 LINC00642 LINC00989 LINC01565 LINC02284 LINC02694 LINC02752 LINC02770 LINC02915 LINC03044 LRP12 LRRFIP2 LTBP1 LY6G6E LY6G6F LY6G6F-LY6G6D LYL1 MAFG MAPK6P5 MAX MCTP1 MDM1 MEIS3P2 MFAP3L MICU1 MPIG6B MPL MYH9 MYH9-DT NAT8B NBEAL2 NEXN-AS1 NOL4L NRDC NRGN NT5C3A NT5M NXF3 P2RX1 P2RY1 PADI4 PARVB PCYOX1L PDE5A PF4 PF4V1 PHKB PIGB PIRAT1 PKN2-AS1 PLEK PPBP PRKAR2B PRKAR2B-AS1 PROS1 PROSER2 PRUNE1 PSTPIP2 PTGS1 RAB27B RAB37 RAB8A RAP1B RAP2B RASA3 RASGRP2 RELCH RGS18 ROCK2 RPL21P11 RPL21P13 RPS29P14 RSU1 RUFY1 SAMD14 SEC14L5 SELP SETP11 SIAE SLC18A2-AS1 SLC24A3 SLC2A3 SLC30A5 SLC37A1 SLC39A3 SMIM12 SRC STXBP2 STXBP5 SUSD1 SUSD3 SWINGN TAOK1 TBX10 TBXA2R TEC TGFB1 THBS1 THOC2 THUMPD2 TLN1 TMEM91 TPSAB1 TPSB2 TPST2 TREML1 TSPAN32 TSPOAP1-AS1 TTC27 TTC7B TUBA4A TUBA8 TUBB1 UBE2C UNC13D UPK1A-AS1 VASP VCL XRCC2 YIF1B ZNF175 ZYX DESCARTES_MAIN_FETAL_MESANGIAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_MESANGIAL_CELLS ALX1 CCN4 CLDN11 DACT3-AS1 FLRT2 FOXL1 GNA14 GRASLND HOXD10 KIF26B LINC00924 LINC01797 LINC01799 LINC01842 METTL24 MOXD1 NR2F2-AS1 PRICKLE1 PTK7 REN RN7SL832P RNU6ATAC31P SULT1E1 TARID TEX15 TMTC1 TRERF1 DESCARTES_MAIN_FETAL_MESOTHELIAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_MESOTHELIAL_CELLS ADAMTSL4-AS1 ALOX15 BDKRB1 C21orf62 CA11 EGOT FENDRR FGF9 GADL1 GFPT2 GLP2R HAS1 HDAC1P1 KLK10 KRTDAP LAMC2 LINC02364 MAP3K8 MEGF6 MIR548XHG NFATC2 NSA2P7 PDZRN4 PLCB1 PODN PSAPL1 RN7SL101P RND1 RNU4-45P RPL31P52 RPRD1B SFTPD SFTPD-AS1 TSHZ3-AS1 DESCARTES_MAIN_FETAL_METANEPHRIC_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_METANEPHRIC_CELLS ADAMTS20 BMPER C1QTNF7 CEP164P1 CLEC18B COL13A1 DENND5B DMRT3 EYA1 FGF8 HAGLR HOTAIR HOXA11-AS HOXA9 HOXC-AS3 HOXC10 HOXC11 HOXC8 HOXD1 HSPE1P13 KCNJ1 LINC01159 LINC01781 LINC02242 LINC02253 LINC02893 LINC03069 LYPD1 MYHAS NPHS2 SELENOV SHISA8 SINHCAF SIX2 SLC12A1 SLC13A1 SLC34A1 SOST THEM7P TRABD2B UMOD WASF3 XRCC6P4 DESCARTES_MAIN_FETAL_MICROGLIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_MICROGLIA ABR ACSM5 ADAM28 ADRB2 ALOX5AP ANKH AP1B1 APBB1IP APPL2 ARHGAP12 ARHGAP25 ARHGAP27P1-BPTFP1-KPNA2P3 ATG7 AZIN2 B3GNT5 BHLHE41 C12orf4 CAPZB CEACAM21 CH25H CHORDC1P4 CLEC19A COX6CP17 CREG1 CSF1R CSF2RA CX3CR1 DAGLB DIP2B DOCK4 DOCK4-AS1 DOCK8 DPEP3 EDNRB-AS1 EEIG2 EGR2 EGR3 ENSG00000230649 ENSG00000249631 ENSG00000249738 ENSG00000253214 ENTPD1 FAM238A FAR2 FCGR1A FCGR1BP FCGR2A FCGR3A FMNL3 FPR1 GAB3 GAL3ST4 GAPLINC GNB4 GNG7 GPN3 GPR34 GPR84 GSN-AS1 HAVCR2 HMGA1P4 HPGDS IFNGR1 IL13RA1 IL17RA IL6R IPCEF1 IRAK2 ITGAX ITPR2 KCNK13 LHFPL2 LILRB4 LINC01094 LINC01141 LINC01235 LINC01375 LINC01480 LINC01645 LINC01664 LINC01736 LINC01768 LINC01909 LINC02642 LINC02712 LINC02798 LINC02918 LINC02953 LINC03002 LINC03070 LNCAROD LPAR5 LRCH1 LRRC37A6P LRRC8C LRRK1 LY86 MACORIS MAML2 MAP4K4 MEF2A MERTK MGAT4A MIOS MKNK1 MROCKI MTCO1P11 NAA20 NCK1-DT NCK2 NCKAP5-AS1 NCKAP5-AS2 NPL NPM1P10 OLR1 P2RY12 P2RY13 PALD1 PANX1 PAQR8 PDE4DIPP3 PDE4DIPP7 PDK4 PDYN-AS1 PLA2G15 PLXDC2 PTAFR PTPRJ RABEP1 RAP1A RHBDF2 RHOQ-AS1 RIN2 RN7SL297P RN7SL32P RNU7-29P RNU7-71P RPL34P19 RPL7AP42 RPS10-NUDT3 RTTN RUBCNL SAMSN1 SFMBT2 SH3BGRL SIGLEC10 SIGLEC8 SLC11A1 SLC29A3 SLC2A5 SLC7A11-AS1 SLC9A9 SLCO2B1 SMAP2 SNRPD2P1 SNX30 SOCS6 SORL1 SPP1 SRGAP2B SRGAP2C ST6GAL1 ST8SIA4 STEAP1B STX7 SUCNR1 SYNDIG1 TBC1D12 TGFBR1 TIGAR TLR1 TLR4 TLR6 TLR7 TM6SF1 TMEM144 TMEM273 TMIGD3 TNF TNFRSF10D TNFSF18 TREM2 TRPM2 VSIG4 ZNRF2 DESCARTES_MAIN_FETAL_MUC13_DMBT1_POSITIVE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_MUC13_DMBT1_POSITIVE_CELLS AGPAT2 AKR1B10 ARHGEF2-AS2 ARHGEF34P ASZ1 BCAN-AS1 BEST4 CEACAM5 CHST5 CYP2B7P CYP2C18 CYP2C19 CYP4F12 DMBT1 DPPA5P4 ENPP7P8 ENSG00000229261 ENSG00000255367 EPCAM ESPNP FER1L6 FMO4 GALNT4 GCSHP3 GDA GDF9 GK-AS1 GPA33 H4C16 HNRNPA1P54 HPN-AS1 INAVA INO80-AS1 ITPK1-AS1 KRT20 LINC00319 LINC01595 LINC01641 LINC01856 LINC01924 LINC01976 LINC01979 LINC02453 LINC02810 LINC02901 LRRC19 MIR194-1 MIR3648-2 MMP1 MRO MROH3P MUC3A MUC7 MXD1 NKX6-3 NMUR2 NQO2-AS1 OCIAD1-AS1 OCLN ODC1-DT OOEP-AS1 OTOP3 PABPC1P4 PDE4C PDZPH1P PLA2G4E PLCE1-AS2 PLS1 POF1B PREP PRR15L PWP2 RHPN2 RN7SL404P RN7SL448P RNU6-1093P RNU6ATAC39P RPL12P13 RPL21P1 RPL27AP RPL31P2 RPL34P33 RPL3P2 RPL8P4 RPS3AP5 RPS4XP11 RTP4 S100G SDCBP2 SLC19A3 SLC25A30-AS1 SLC28A2 SLC3A1 TCP10L2 TCP10L3 TLCD2 TM4SF19-AS1 TM4SF20 TMPRSS15 TRIM31 TRIM31-AS1 TRPC7-AS1 TSGA13 TSPAN8 UBE2V2P1 UST-AS2 ZC3H12B ZNF443 ZNF653 ZNF774 DESCARTES_MAIN_FETAL_MYELOID_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_MYELOID_CELLS ABI3 AIF1 AOAH-IT1 C1QA C1QB C1QC C1orf162 C5AR2 CABP4 CALHM6-AS1 CCDC26 CD14 CD163 CD163L1 CD180 CD207 CD209 CD300C CD300LB CD33 CD86 CLEC10A CLEC4A CLEC7A CMKLR1 CR1 CTSS DMXL2 ENSG00000234647 FCAR FPR2 FPR3 FRMD4B GPR183 HBEGF HK3 HLA-DQB1-AS1 HMOX1 IFI30 IFNAR2 IL10 JAML LGMN LILRA1 LILRA5 LILRA6 LILRB1 LILRB2 LILRB3 LILRB5 LINC01478 LINC01678 LRRC25 MAN2B1 MANCR MARCO MCOLN1 MIR3945HG MS4A4A MS4A4E MS4A6A MS4A7 MTND5P14 NAMPT NCF4 NLRP3 PELATON PLAUR PYCARD RETN RGL1 RILPL2 RN7SL368P RNASE6 RNPS1P1 RRP12 S100A12 SAMHD1 SCIMP SDS SH2B3 SIGLEC1 SIGLEC12 SIGLEC16 SIGLEC5 SIGLEC7 SIGLEC9 SNX6 SPI1 SRGN STAB1 THEMIS2 TIMD4 TLR8 TNFAIP8L2 TYROBP VENTX WWP1 DESCARTES_MAIN_FETAL_NEUROENDOCRINE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_NEUROENDOCRINE_CELLS ACSBG2 ACSL1 ASCL1 CALCA CCNP CNKSR3 ENTPD8 FAR2P2 FAR2P3 FFAR2 GAST GHRLOS GPR42 HES6 HTR2C KCNH6 KLK12 KLK14 LFNG LINC00261 LINC00390 LINC01785 LINC02089 LINC02143 MBOAT4 NPTX1 NUDT16L2P PIP4K2C PKD2L1 POTEI POTEJ PRORSD1P RFX6 RPL7AP37 SEC11C SLC26A5 SLC35D3 SOX21-AS1 TAS1R3 TENM2-AS1 TFF3 TPH1 USP41 VMAC VWA7 DESCARTES_MAIN_FETAL_OLIGODENDROCYTES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_OLIGODENDROCYTES ADGRB1 BCAN BCAN-AS2 BCAS1 BRINP3 C2orf80 CAMSAP2 CASK CHAD COL9A1 CSMD1 CSPG5 DBX2-AS1 DLL3 ENSG00000234173 ENSG00000236494 ENSG00000264449 EPN2 FIP1L1 FYN GLRA3 GPR17 GRID1 KCND2 LHFPL3 LINC00237 LINC00609 LINC02283 LINC02293 LINC02294 LINC02488 LINC02743 LRRC4C MIR219A2HG MMP16 NBEAP2 NETO1-DT NIM1K NLGN4Y NOVA1 NOVA1-DT OLIG1 OLIG2 OPCML OPCML-IT1 PCDH15 PCDH9-AS4 PDE4B PDGFRA PLAAT1 PMP2 PPP2R2B RNF144A RNU6-581P RNU6ATAC12P RTP5 SCN1A SCRG1 SHC3 SOX6 TRIO UGT8 ZNF365 DESCARTES_MAIN_FETAL_PAEP_MECOM_POSITIVE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_PAEP_MECOM_POSITIVE_CELLS A2ML1-AS1 ADAM20 ADAMTS9-AS2 ANAPC4 ANKRD34B ARF4-AS1 ARG2 ARHGAP11B-DT ARHGEF38-IT1 ARID5B ARSD-AS1 ART1 ASRGL1 ATOH8 ATP2C2 B4GALNT2 BDKRB2 BET1P1 C12orf75-AS1 C1GALT1P2 C2CD4A C4BPA CAPN10-DT CATSPERB CDYL2 CERNA1 CLDN22 CNDP2 COMP CRADD-AS1 CXCL14 CYP24A1 CYP2D7 DCPS DCST1-AS1 DEFB1 DEPTOR DLGAP1-AS3 DNAJC8P4 DPY19L3-DT DYNC2LI1 ENSG00000225676 ENSG00000228484 ENSG00000248515 ENSG00000250378 ENSG00000259617 ENSG00000266401 ERN1 ETS2-AS1 EVC FAM177A1 FAM9B FILNC1 G0S2 GADD45A GGT2P GLIS3 GNRH1 GRAMD1C GTF2E1 GTF2IP23 H2BP1 HAP1 HAVCR1 HTR5BP HYOU1-AS1 IDO1 IDO2 IKZF5 IL1RL2 IRX3 KIF28P KIZ KLHL2 LAMB3 LINC-PINT LINC00323 LINC00472 LINC00621 LINC00910 LINC00963 LINC01132 LINC01301 LINC01341 LINC01426 LINC01470 LINC01502 LINC01541 LINC01705 LINC01791 LINC01899 LINC01913 LINC02088 LINC02257 LINC02438 LINC02532 LINC02709 LINC02741 LINC02888 LINC02898 LINC02963 LINC03033 LY86-AS1 MAP3K5 MAP3K5-AS1 MAPK8IP3 MBNL1-AS1 MCPH1-AS1 MED28P8 MICOS10-NBL1 MIR30C2 MIRLET7A1HG MOCOS MOGAT1 MRNIP-DT MRPL20-DT MRPS2 MSANTD2 MSX1 MTF1 MTNR1A MYOF NABP1 NAPSA NAPSB NCMAP-DT NNMT NPIPB15 NR4A1AS NUDT6 NXNL2 OBP2A OLIG3 PARP4 PAX8 PCA3 PCCA-AS1 PCF11-AS1 PDZK1IP1 PKDCC POU5F1 PPP4R1-AS1 PRKX PRSS59P PSORS1C1 PSORS1C3 PUS1-AS1 RAB17-DT RAB2A RAD54L2 RAPGEF3 RAPH1 RASEF RCCD1-AS1 RHOA-IT1 RIMKLB RLN2 RNA5SP84 RNF144B RNU6-694P RPL13P5 RPL14P3 RPL17P22 RPSAP51 RXFP1 S100A1 SCGB2A1 SDAD1P1 SEC14L6 SEC23B SERPINB7 SESTD1 SHANK2-AS2 SKAP1-AS2 SLC16A6 SLC1A1 SLC25A29 SLC35B3 SLC38A2-AS1 SLC44A1 SLC45A4 SLC6A6 SLC7A2 SMURF1 SPATA12 SPTBN1-AS2 SVOPL TC2N TMEM101 TMEM252 TMEM252-DT TP53TG5 UBE2D2 UCA1 UGT2B7 UHRF1BP1L-DT USP46-DT USP47 VNN1 VPS13D WARS1 WBP1 WDR72 WFDC2 ZBTB20-AS3 ZHX3 ZNF284 ZNF316 ZNF383 ZNF410 ZNF826P ZPLD1 DESCARTES_MAIN_FETAL_PARIETAL_AND_CHIEF_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_PARIETAL_AND_CHIEF_CELLS ACSL3 AK3 ANKRD16 ARHGEF28 ATP11B ATP4A ATP4B ATP5ME ATP5PO B4GALNT3 BCAT2 C9orf152 CAPN13 CATIP-AS2 CBLIF CCKBR CCNJL CKB CLCNKA CLEC3A CLIC6 COMTD1 COX6A1 CSNK2A3 CYB5R1 DUSP4 ENSG00000254055 EPN3 ESRRG ETNPPL FA2H FAHD2B FAM162A FGD4 FUT1 FXYD4 GATA6-AS1 GBGT1 GCNT2 GLOD4 GNL3LP1 GPR155 GPRC5C GPT2 GPX2 GREM2 GRIP2 HIP1R HK2 HPCAL1 INTS13 IZUMO1 KCNE2 KCNJ16 KCNQ1 KLF11 LASP1 LHFPL7 LINC01679 LINC01847 LINC02381 MAP3K21 MAP4K3-DT MCF2L-AS1 MCRIP2 MFSD4A MISP3 MRPL12 MRPL41 MRPS18A MRPS18B MTATP6P1 MTATP6P2 MTCO3P12 MTFP1 MTND4P35 NDUFS1 NDUFS3 NFE2L2 NR0B2 NUPR2 ODAM PCAT18 PFKFB2 PHLDA1 PLEKHB2 PNPLA1 PP7080 PPARGC1B PPP2R1B PRDM16-DT PRR13 PSCA PWWP2A PXMP2 RAF1 RAP1GAP2 RPL17P7 RPL21P65 RPS21P4 SAMD13 SERF2 SGK2 SIGLEC11 SIK2 SLC16A7 SLC19A2 SLC26A9 SLC9B1P2 SMIM11 STARD10 STAU1 STX12 TBRG4 TDH-AS1 TFF1 TMEM116 TMEM161B TMEM86B TMPRSS2 TRIM50 TRNP1 TXNDC17 UQCRQ VSIG2 ZNF57 DESCARTES_MAIN_FETAL_PDE11A_FAM19A2_POSITIVE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_PDE11A_FAM19A2_POSITIVE_CELLS AACSP1 ADAMTS18 ANKRD20A4P ANKRD20A7P ANKRD20A8P ANKRD28 API5P2 ARHGEF7-IT1 C7orf25 CABP1 CACNB4 CCDC88A CHAT CNMD CSGALNACT2-DT DAAM1 DIRAS2 ENSG00000262999 ERCC6 FAM88B FANCD2P2 FEZF1-AS1 FILIP1L FRMD7 GABRA2 GABRD GALNT15 GRIN2A HLF HMGB1P49 HSPD1P13 IQSEC3 KCNAB1 KCNB2 KLHL14 KRT17P1 LINC01414 LINC01501 LINC02259 MEGF10 MIR218-1 NEGR1-IT1 NPM1P41 NSG2 OSBPL9P4 PAK3 PCDH7 PCDH9 PCDH9-AS1 PCDH9-AS2 PCDHA10 PCLO PDE11A POU6F2 PPFIA2 RASGEF1B RBFOX1 RELN RN7SL68P RNU6-457P RNU6-4P RNU6-8 RNU6-890P RNU7-187P RNU7-99P SCN8A SEMA3A SH3BP4 SLC26A5-AS1 SLIT2 SLIT2-IT1 SNAP25 SNORA58 TAGLN3 TMPRSS11GP DESCARTES_MAIN_FETAL_PDE1C_ACSM3_POSITIVE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_PDE1C_ACSM3_POSITIVE_CELLS ACSM3 ADAM2 ADAM7 ADAMTSL2 ADIRF-AS1 AIDA ALDH3A1 ALKBH2 ALKBH3 AMACR ANKHD1 ANKRD33BP1 AP5B1 APPAT ARHGEF35 ARIH1 ARMC7 ARSK ASCL3 ATP6V0A4 ATP6V0D2 ATPAF1 B3GAT1-DT BCRP3 BRD9 BRF1 BRICD5 BRME1 BRWD1-IT1 BTG2-DT BUD13 C1orf185 C20orf203 C3P1 C3orf52 C4orf45 CARNMT1-AS1 CASC18 CCDC148-AS1 CCDC97 CCNJ CCNK CCNT2 CD2AP CDAN1 CDC5L CDC73 CEMIP CERS3 CHAC2 CHD2 CLCNKB CLDN20 CLEC4C CLNK CNIH3 CNN3-DT CNNM3 COL6A4P2 COMMD5 COX16 CPSF7 CREBBP CRYBB2P1 CSKMT CTF1 CTPS2 CYP2E1 DARS1-AS1 DBR1 DDX19B DDX4 DGKI DHX37 DIS3 DLGAP4-AS1 DNAJC27 DPH1-AS1 DPM1 DUSP22 ECD EEF1B2P2 EFCAB3 ELF1 ELMO2 ELP3 ENSG00000228804 ENSG00000258525 ESR2 EXOSC3 EXOSC4 FAM21EP FAM53A FAM53B FBN3 FBXW12 FGD6 FMO6P FOXI1 FOXP1 FOXP1-IT1 FRG1JP FXYD6-FXYD2 FZD4-DT GCDH GCFC2 GGACT GMEB2 GNB1L GOLGA1 GPRC5D-AS1 GRIPAP1 GSPT2 GUSBP3 H1-10-AS1 H1-4 HAUS8 HELQ HERC2P10 HHAT HHIPL2 HMGN1P38 HNRNPLL HSF2 HSPA8P15 ILRUN IMPA2 INO80D INPP5J INSRR IST1 ITGB1-DT JMJD8 KANSL2 KATNA1 KCNG2 KCNQ1-AS1 KIAA1210 KLHL24 L3MBTL3 LACTB LIMD1-AS1 LIN28A LIN37 LINC00865 LINC01340 LINC01460 LINC01800 LINC01852 LINC01858 LINC01901 LINC02241 LINC02261 LINC02935 LINC02986 LMTK2 LRRC37BP1 LRRC57 LSG1 LSM6 LYRM9 MAMDC2 MAN2C1 MANEA-DT MAP2K6 MAPKAPK5 MDS2 MED17 MED30 MFSD3 MFSD6L MIEN1 MIOS-DT MIR200B MIR200CHG MMP25-AS1 MORC2 MPZL3 MTIF3 MTMR12 MUC20-OT1 MYO1H MYSM1 NDUFB4P11 NMB NOX4 ORC5 OSBPL2 OTUB2 PARM1 PDSS2 PDXDC2P PEDS1 PER1 PET100 PEX7 PHC3 PINLYP PIP4P1 PKD1-AS1 PLCB4 PLCG2 PNISR-AS1 POLR2A POP4 PPIEL PPP3CB-AS1 PRRG2 PSEN2 PSMC6 PTMAP2 PTPN23 PTPRN2-AS1 RAB19 RAB40B RAB43 RABGAP1L-IT1 RARS1 RASSF6 RBM10 RBMS3-AS2 RFXANK RINT1 RIPK3 RLF RMEL3 RN7SKP176 RN7SL105P RN7SL23P RNU6-1327P RNU6-944P RPL21P135 RPL22L1 RPL22P2 RPL24P8 RPL36A-HNRNPH2 RPL36P6 RPS15AP29 RPS27P3 RPS3AP26 RPS6KC1 RTF1 RWDD2B SART3 SCARNA9 SDE2 SEC63P1 SERINC5 SGSM3 SH2D6 SIRT3 SLC12A9-AS1 SLC16A11 SLC23A3 SLC24A1 SLC25A25 SLIRP SLMAP SMG1P5 SMUG1 SNORA80B SNTB1 SOX4 SP2 SPATA2L SPDYE1 SRA1 SRSF11 SRSF3 ST14 ST20-MTHFS ST7L STAC2 STARD13-IT1 STIMATE-MUSTN1 STK31 STPG2 STUM STX16-NPEPL1 STX17 SULT1C4 SUN3 TADA1 TAF1A TAF8 TAS2R30 TCF25 TERF1 TERLR1 TFCP2L1 TGIF2-RAB5IF THBS4-AS1 THRB-IT1 TIGD7 TMEM123-DT TMEM150B TMEM213 TMEM256-PLSCR3 TNFRSF14-AS1 TNN TNPO3 TOP3B TRA2B TRAPPC13 TRAPPC2 TRMT11 TRMT2A TRMT2B-AS1 TRNT1 TRPV4 TSPAN16 TTC39B TUT7 TVP23CP1 TWSG1-DT UBA2 UBAP2L UBQLN1-AS1 USP19 USP42 USP45 VIRMA VPS39-DT VPS45 VPS51 WARS2 WDR11 WDR25 WNK3 YIPF1 ZBTB20-AS5 ZBTB26 ZDHHC11B ZDHHC3 ZFR ZNF165 ZNF202 ZNF205 ZNF212 ZNF274 ZNF311 ZNF329 ZNF346-IT1 ZNF350 ZNF397 ZNF441 ZNF480 ZNF484 ZNF503-AS2 ZNF512 ZNF558 ZNF578 ZNF622 ZNF660 ZNF667 ZNF776 ZNF784 ZNF85 ZNF876P ZSCAN21 ZSWIM1 DESCARTES_MAIN_FETAL_PHOTORECEPTOR_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_PHOTORECEPTOR_CELLS ADGRV1 AIPL1 AMER2 ANKRD33B ANO2 ARL6 ATOH7 ATP1B2 C7orf33 CAPZA1P2 CASZ1 CDHR1 CHRNB4 CRX CSNK1G2-AS1 EGFLAM EGFLAM-AS4 ENSG00000228044 ENSG00000254746 ENSG00000263574 EPB41L2 EYS FAM161A FOXO6 FRMPD1 GNAT1 GNAT2 GNB3 GNGT2 GOLGA6GP GRM6 IMPG1 IMPG2 KCNV2 LEMD1 LHX3 LINC00457 LINC00458 LINC00463 LINC00994 LINC02932 LINC02997 LINC03062 LOXL1-AS1 LRIT2 LRIT3 MAK MARCHF1 MPP4 MPPED2 MREG MTATP6P15 MTCO1P15 MTCO2P15 MTND1P36 MTND2P26 NOL4 NRL OPN1SW OTX2 PACSIN1 PCARE PCAT4 PCBP4 PDC PDE6B PDE6C PDE6H PLA2G4C-AS1 PLCH2 PRICKLE2-AS1 PRICKLE2-AS3 PRKACB PRKN PRPH2 PTPN13 RALGPS2 RAX2 RCBTB1 RCVRN RHBDL3 RNU6-1088P ROM1 RPGRIP1 RPL18P11 RXRG SAMD7 SERINC4 SLC6A17 SLC6A17-AS1 SNHG22 SSX2IP ST3GAL3-AS1 TEDC2-AS1 TMEM244 TMX1 TRIM74 TRIM9 TULP1 USH2A VXN ZNF30 DESCARTES_MAIN_FETAL_RETINAL_PIGMENT_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_RETINAL_PIGMENT_CELLS ABCC5 ACOT11 ACP6 ADAD2 ADAMTSL3 ADTRP AJUBA-DT AK5 APC APOLD1 ARNT2-DT ATXN1 BCO1 BEST1 BMP6 BMP7 BMS1P4 BTC CCND2-AS1 CCNYL2 CCT4P2 CNBD1 CNDP1 CNGB3 COL4A3 COL8A1 COL9A2 CRISPLD1 CRPPA CYB5RL CYP27A1 DCT DHRSX-IT1 DIRC3 DMXL1 DOCK7 DOCK7-DT DTX2P1 ECHDC1 EFR3B ELN-AS1 ENPP2 ENSG00000212567 ENSG00000251076 ENSG00000255746 ENSG00000260288 ENTREP1 ERMN FLJ42969 FRZB FYB2 GAPDHP66 GAPDHP76 GEM GEN1 GPR143 GSTA8P GUCY2EP H1-9P HMGB1P35 HORMAD2 HORMAD2-AS1 HYCC1 IGFBP7-AS1 INPP5K ITGAV KCNJ13 KCNQ4 LCNL1 LIN28B-AS1 LINC00276 LINC00355 LINC00494 LINC00605 LINC00645 LINC00670 LINC01085 LINC01359 LINC01465 LINC01567 LINC01579 LINC01703 LINC01880 LINC02275 LINC02723 LINC02774 LINC03040 LINC03048 LNCOC1 LRP2BP-AS1 LRP8-DT MAMDC2-AS1 MESP2 MFRP MIR5094 MITF MLANA MROH7 MYRF-AS1 NBEA NPFFR1 NPIPB12 NTAN1P2 NYX OBSCN-AS1 OCA2 PAFAH1B2P2 PARD3B PARD6B PCAT1 PGPEP1L PIP4P2 PITPNA PKNOX2 PLCE1 PLD5 PLGLA PMEL PRC1-AS1 PRKG2-AS1 PRMT7 RAB27A RAD54B RANBP17 RBM11 RDH5 RGR RHPN2P1 RLBP1 RN7SL846P RNA5SP229 RNF212 RNU4-16P RNU4ATAC17P RNU6-1138P RNU6-212P RNY4P36 RPE65 RPL21P95 RPL32P32 RPL7AP22 RRAGAP1-AS1 SCAI SCAND3P1 SEC14L2 SERPINE3 SERPINF1 SGK3 SILC1 SLC16A8 SLC22A8 SLC24A5 SLC38A11 SLC38A8 SLC39A12 SLC45A2 SLC4A5 SLC6A13 SLC6A20 SLC7A6OS SMC5-DT SMC6 SMG1P2 SMG1P6 SMURF2P1 SNX25 SOSTDC1 SPART-AS1 SPDYE5 STARD7-AS1 STIM2 TBC1D30 TBL1Y TEX2 TMCO1-AS1 TMEM135 TMEM235 TMEM98 TRIM36-IT1 TRPM3 TRPM7 TSPAN10 TTLL4 TYR TYRP1 UBAP1L UGT3A2 USP38-DT VAT1L VEPH1 WDR35-DT WFDC1 WFIKKN2 WWC2-AS1 ZBED3-AS1 ZBTB12 ZNF890P ZNF92 DESCARTES_MAIN_FETAL_RETINAL_PROGENITORS_AND_MULLER_GLIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_RETINAL_PROGENITORS_AND_MULLER_GLIA ABHD12B ADARB1 ADORA2B AOC2 APCDD1L-DT ARHGEF26 ARHGEF26-AS1 C14orf39 C5orf34 CASC17 CECR3 CLVS1 CNTLN CRB1 DAPL1 DDHD1 DUT-AS1 EPHB2 FAM184B FBLN7 FOXN4 GABRG3 GATB GLYATL2 GRB10 HES5 ILDR2 KLHL8 LGR4 LHCGR LINC00113 LINC01387 LINC01508 LINC01621 LINC01697 LINC01994 MIR3659HG MOB3B MYBL1 NALCN-AS1 NOTCH1 NPVF NR2E1 OPTC OSTM1-AS1 PCYT1B PKD2 POT1-AS1 PRSS56 PWWP3A RARB RFC3 RN7SKP35 RNF180 RNU2-47P RPL30P14 RPS27P25 RTKN2 SORCS1 TMTC4 TNS1-AS1 TOX3 UQCRHL VSTM2B ZHX2 DESCARTES_MAIN_FETAL_SATB2_LRRC7_POSITIVE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_SATB2_LRRC7_POSITIVE_CELLS ABCG4 ABHD8 ADAM32 ADGRB2 ADGRL3-AS1 AFDN-DT ALOXE3 ANKRD62P1-PARP4P3 ANO8 ARHGAP33 ARL10 ATF7-NPFF B3GAT1 B4GALNT4 BCL6 C2orf83 CAMKV CATSPER3 CCDC77 CDK5R1 CDKL2 CPVL-AS1 CSRP2 DHPS DOHH DPY19L2P4 DUSP5P1 EEF1DP7 EFL1P1 ENSG00000187186 ENSG00000248837 ENSG00000272668 FABP5P3 FABP7 FAM171A2 FAM220A FBXL19 FCF1P1 FNDC4 FOXG1 FSIP2-AS2 GCSIR GGN GLIS2-AS1 GNG8 GOLGA7B GPR158-AS1 GPRIN1 GSX1 HAPLN2 HCRT HPF1 HYI-AS1 IL11 INHBE JAZF1-AS1 JMJD7-PLA2G4B KIF3C KLF3P1 LAMB2P1 LCORLP1 LINC00115 LINC00710 LINC01081 LINC01498 LINC01923 LINC02306 LINC02699 LINC02933 LINC02942 LMTK3 LPAR2 LRRC37A11P LRRIQ4 MCRIP1 MIR600HG MRAP-AS1 MTCO1P19 MUPP NEUROD2 NEUROD6 NFIX NPY5R NUP93-DT NXPH3 NYAP1 PANX2 PCDHA11 PCDHGA10 PCDHGB8P PHC1 PI4KAP2 PKD1 PNLDC1 POU3F2 POU3F3 PPP1R12A-AS1 PPP1R12BP1 PPP1R14BP3 PROKR2 PTPRD-AS1 RAB3A RAB4B-EGLN2 RASL10A RBISP5 RFPL1S RN7SL481P RN7SL735P RNU6ATAC42P RNY4P19 RPL21P118 RPL23AP82 RPL32P16 RPS11P5 RPS25P3 SATB2-AS1 SBK1 SCG5-AS1 SCUBE1 SEPTIN3 SF1-DT SLC14A2-AS1 SLC22A2 SLC7A10 SP9 SPRN SRM STMN1 SUSD5 TAF7L TANK-AS1 THNSL1 THSD4-AS1 TMEM158 TMEM240 TMPRSS7 TRAPPC5 TRPV1 TTC21B-AS1 UBQLNL VPS26B WASF1 WASL-DT ZBTB11 ZBTB18 ZBTB24-DT ZFP37 ZNF567-DT ZNF746 ZNF883 DESCARTES_MAIN_FETAL_SATELLITE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_SATELLITE_CELLS ADAMTS7P4 C1QTNF3 CCND2 CDC25B CDH15 CELA2B CHRNA1 CHRNB1 CLCN5 COL15A1 CSTF2T DAG1 DIRC3-AS1 DMRT2 EDN3 ERFE FGF16 FGFR4 FNDC5 GLT8D2 GXYLT2 HNRNPA1P72 ITGA7 KRT31 KRT40 LDOC1 LINC00930 LINC01111 LINC01121 LINC01283 LINC02397 LINC02802 LMF1-AS1 LMNB2 LPAR4 LSP1P4 MATN2 MEST MICAL1 MIDEAS MSC-AS1 MSTN MYF5 MYMX NBPF1 NCOA1 NTN5 NXPE3 OLFML2B P2RX6 PAX7 PITX3 PPP1R14B PTGFRN PURB RNY4P34 RPS3AP25 SKP2 SLC22A31 SLC25A26 SLF2 SOX8 SPATS2L SPG21 TACR3 VGLL2 ZC2HC1B DESCARTES_MAIN_FETAL_SCHWANN_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_SCHWANN_CELLS ABCA8 ADAM23 ANGPTL7 AQP7P1 ASPA BMP8B C12orf76 C1orf198 CADM4 CHL1-AS2 CNP COL28A1 CTF2P DHH DUTP6 EDNRB ENTPD2 EXTL1 FOXD3 GAS2L3 GFRA3 GJC3 GPR83 HSPD1P4 ITIH6 KIAA1755 LGI1 LINC00327 LINC00466 LINC01505 LINC01608 MIA MPZ MRGPRF-AS1 NANOGP1 NGFR NGFR-AS1 OLFML2A PLAT PLP1 PMP22 PRNP RHBDF1 S100B SCN7A SEMA3G SOX10 STARD13 TECTB TMEM176A TSPAN11 DESCARTES_MAIN_FETAL_SKELETAL_MUSCLE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_SKELETAL_MUSCLE_CELLS ACTA1 ACTN2 ACTN3 AGL AK1 AMPD1 APOBEC2 ARHGAP36 ASB12 ASB18 ASB5 ATP1B4 ATP2A1 BEST3 BIN1 BLCAP BTF3 C1orf105 C1orf167 C4orf54 CA3 CA3-AS1 CACNA1S CACNB1 CACNG1 CALML6 CAND2 CAPN3 CASQ1 CAV3 CAVIN4 CFL2 CHRNG CKM CMYA5 CRABP2 DDIT4L DDN DES DGCR6 DHRS7C DMPK DNAH8 DUSP13 ECPAS EIF4E2 ENO3 ENSG00000228566 ENSG00000244998 ENSG00000250041 ENSG00000259636 FAM180B FAM230G FAM47E-STBD1 FBP2 FBXL22 FGF6 FGFRL1 FHL1 FHL3 FXR1 FZD9 GJD4 GPX7 HSPB2 IL17B IP6K3 ITGB6 JPH1 KCNA7 KCNE5 KIAA1671-AS1 KLHL21 KLHL30 KLHL31 KLHL40 KLHL41 LANCL1-AS1 LINC00499 LINC00570 LINC00595 LINC00629 LINC01209 LINC01266 LINC01479 LINC01497 LINC01854 LINC01886 LINC02308 LINC03111 LINCMD1 LMCD1 LRTM1 MAP3K7CL MAP4K1-AS1 MAP6D1 MEG9 METTL21C MGC27382 MIR1-1HG MIR133A1HG MRLN MSRB3-AS1 MYBPC1 MYBPC2 MYBPH MYF6 MYH1 MYH2 MYH3 MYH8 MYL1 MYL10 MYL11 MYL5 MYL6B MYL6B-AS1 MYLK2 MYOM2 MYOM3 MYOT MYOZ1 MYPN NEB NES OBSCN OTUD1 PACSIN3 PADI2 PDE4DIPP1 PDLIM3 PIEZO1P2 PPDPFL PPP1R27 PPP1R3A PRDX6 PRKACA PRKAG3 PRR32 PRSS53 PTGFR PYGM RNF217-AS1 RPL7P3 RPS20 RPS3AP20 RTN2 RYR1 SCN4A SGCB SGCG SHOX SLC49A3 SLN SMTNL1 SNHG16 SNORD114-15 SNORD114-26 SNORD114-29 SNORD114-30 SNORD114-31 SPEG SRL SRPK3 STAC3 STPG2-AS1 SYNC SYPL2 TAL2 TAS1R1 TBX15 TCEAL7 TEAD4 TMEM182 TMEM38A TMEM38B TMEM52 TNNC2 TNNI2 TNNT3 TPM2 TRDN TRIM54 TRIM7 TRIM72 TTN TTN-AS1 TXLNB USP6 UTP11 VWA5A XIRP2 ZNF106 ZNF556 DESCARTES_MAIN_FETAL_SLC24A4_PEX5L_POSITIVE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_SLC24A4_PEX5L_POSITIVE_CELLS ADCY2 C8orf34 C8orf34-AS1 CLEC2A DMBX1 GPR139 GRIK4 GRM3 GRM7 HTR1E LINC01109 LINC01151 LINC01210 LUZP2 OVCH1 PHEX-AS1 PREX2 RNU6-78P SLC22A13 SSTR1 TMEM200C TMEM35A VSTM2A-OT1 VSTM2L ZIM2-AS1 DESCARTES_MAIN_FETAL_SLC26A4_PAEP_POSITIVE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_SLC26A4_PAEP_POSITIVE_CELLS ABCG1 ABT1 ACADM ACOT8 ACTL6A ACVR2B-AS1 AHSA2P AKNAD1 AMD1P3 AMHR2 ANKRD31 ANO7L1 APIP ARAF ARFGAP2 ASB6 ATF1 ATP6AP1L ATP9B ATXN7L3-AS1 AUNIP BABAM2 BAK1 BOP1 BORCS7-ASMT BPIFB1 BRAT1 BRPF3 BRWD1-AS1 BTBD3-AS1 C1orf220 C2CD2 C2CD6 C4orf33 C4orf46P2 CACNA1D CACNB2 CADM1-AS1 CAGE1 CALCB CBLN3 CBR1-AS1 CCDC134 CCDC86 CCHCR1 CCN3 CCNL2 CCT6B CD27-AS1 CDC123 CDIP1 CEP55 CIBAR1 CIDECP1 COMT COQ6 CPLANE2 CREM CYP11B2 DBTP1 DCTD DDN-AS1 DDX3Y DEDD DERL2 DHRS1 DHX29 DNAJC28 DPH6 DTX3 DUSP12 E2F5 EFCAB14-AS1 ELAC1 EMC9 EME2 ENSG00000204745 ENSG00000214708 ENTREP3 EPHA4 ERAL1 EXO5-DT EXOC3-AS1 FADD FAM32A FAM3A FAM90A1 FANCG FAR1-IT1 FBXL19-AS1 FKBPL FNTB FRMPD3-AS1 GBE1 GCNT7 GIN1 GMPPA GPATCH1 GPATCH2 GPKOW GPR61 GPRC6A GTF2H2B GTF2H3 GTF2IP13 HARS2 HECW2-AS1 HIBCH HMBOX1-IT1 HROB HSD3B2 IL17RC IL1A INVS IRS3P ITFG1-AS1 JRK KANSL1L-AS1 KDM4A-AS1 KDM5C-IT1 KIRREL1-IT1 KLHDC2 KLHL11 KNSTRN LEMD1-AS1 LIG3 LINC00290 LINC00467 LINC00862 LINC00863 LINC00887 LINC00923 LINC01719 LINC01837 LINC01947 LINC02036 LINC02046 LINC02296 LINC02410 LINC02476 LINC02603 LINC02745 LIPE-AS1 LOC105376805 LRIG2 LRRC14 LSM8 LTO1 LUCAT1 LY6E-DT LYG1 LYPLAL1-DT LYRM4 MAD2L1 MAP3K15 MAPK10-AS1 MAT2A MCM8 MED23 MED31 MID2 MIR4733HG MRGBP MRPL20 MRPS26 MRPS28 MTERF2 MUC19 NAT10 NIFK NOMO2 NPHP4 NSMCE4A NSRP1 NUFIP1 NUP155 PABIR3 PAN2 PBDC1 PBX1-AS1 PCDHGB4 PCHILR PDCD6IPP2 PDE12 PHB1P19 PHF11 PHKA1-AS1 PHKA2-AS1 PHLDA1-DT PHLPP1 PKD2L2 PKD2L2-DT PLEKHA5 PLXNB3-AS1 PMS2P3 PMS2P4 PNMA6F PNPLA2 POLK POLR3B POMK PPP1R2P4 PPP1R9A PRKCZ-AS1 PRPF39 PRTFDC1 PSMB7 PTCD3 PTPN23-DT PUDP PVT1 PWP1 PYROXD1 QTRT1 RABEP2 RAD51D RAD9B RANBP3 REXO1 RMDN1 RMND1 RN7SL220P RN7SL574P RN7SL749P RNF7 RNU6-1054P RNU6-518P RNU6-611P RNU6-681P RNU6-826P RNVU1-32 ROGDI RP9P RPL21P94 RPL38P1 RPL6P27 RPL7P9 RPS15AP3 RPS29P19 RPSAP21 RRAGB RSAD1 RXYLT1 SATL1 SAXO1 SAYSD1 SBF2-AS1 SCART1 SDF2 SDHAF2 SDHAF4 SDHAP1 SELENOH SELENOK SELENOO SHOC1 SIAH2 SIMC1 SIMC1P1 SKA1 SLC22A1 SLC25A28 SLC26A4 SLC35C2 SLC4A1AP SMG1P1 SMIM10L2A SMIM10L2B-AS1 SMPD4BP SNORA14A SNORA80A SNORD63 SNX25P1 SPAG4 SPATA22 SPATC1 SPINK8 SPTLC1 SREK1IP1 SRFBP1 SRP19 ST8SIA5 STAG3L1 STAG3L4 STAG3L5P SURF2 SURF6 TBC1D25 TBCA TEKT5 TENT4B TH2LCRR THAP10 TLCD5 TMEM105 TMEM120A TMEM179B TMEM201 TMEM26 TMEM267 TMEM268 TMEM86A TMEM9B-AS1 TNFRSF10C TOE1 TOMM40 TOR1A TPRA1 TPT1P9 TRAF6 TRAPPC2L TRIM16L TRMT10B TRMU TUBB8B TUBBP5 TVP23C TYW1 UICLM ULK4P1 UNC45A UNG USP51 VAV3-AS1 VMO1 VPS54 VPS9D1-AS1 VRTN WDR43 WDR5B ZBED10P ZBTB11-AS1 ZBTB43 ZBTB48 ZC3H12A ZKSCAN4 ZMYM1 ZNF211 ZNF296 ZNF385D-AS2 ZNF449 ZNF541 ZNF597 ZNF627 ZNF683 ZNF747 ZNF75D ZNF841 ZNF845 ZPLD2P ZSCAN16-AS1 ZSCAN20 DESCARTES_MAIN_FETAL_SMOOTH_MUSCLE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_SMOOTH_MUSCLE_CELLS ABCC9 ACTA2 ACTA2-AS1 ACTG2 ADCY3 ADGRA3P1 ANO1 AOC3 APOL5 AVPR1A CARMN CCDC102B CCR10 CNTNAP1 COL6A3 COX4I2 CSPG4 CYGB EBF2 GJC1 GPAT2 GPR20 HIGD1B KCNJ8 KCNMB1 LAMC3 LINC02398 MDFIC2 MEF2B MYH11 MYLK NDUFA4L2 NOTCH3 PDGFRB PLA2G5 RASL12 RFX8 SEPTIN4 SEPTIN7P2 TACR2 TAGLN TBX2 THBS4 TMEM74B WNT3A DESCARTES_MAIN_FETAL_SQUAMOUS_EPITHELIAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_SQUAMOUS_EPITHELIAL_CELLS A2ML1 ADH7 APOBEC3B ATP10A-DT B4GALT4-AS1 BCAS2 BNIPL C15orf48 CALML3-AS1 CAPN14 CLCA2 CLCA4 CRCT1 CRISP3 CRNN CSTA CSTB CTNND1 CYSRT1 DENND2C DSG3 DSP DUOX1 DUOXA1 EDAR ENSG00000250685 EPHX3 EPIST EVPLL FAM3D-AS1 FAM83C FOSL1 FOXE1 FUT3 GAN GBP1P1 GBP6 GJB5 GLTP GRHL3 GRHL3-AS1 GSDMC GTF2IP7 H1-2 H2BC4 HEBP2P1 IKBKB-DT IL36RN IRF6 ITGB1P1 JUP KCNK7 KLC3 KRT14 KRT15 KRT16 KRT17 KRT6A KRT6B KRT6C KRT78 KRT80 LINC00393 LINC01499 LINC01889 LINC02006 LINC02672 LY6D LYPD3 MAL2 MAL2-AS1 MIR616 MT2P1 MUC21 MYH16 NCCRP1 NECTIN1 NECTIN4-AS1 NTN1 PART1 PGLYRP4 PHLDB3 PIGA PITX1 PITX1-AS1 PKP1 PLEKHN1 PRSS27 RALA RAPGEFL1 RHCG RNASE7 RNF222 RNF39 S100A14 S100A2 SERBP1P5 SERPINB10 SERPINB11 SERPINB13 SERPINB5 SFN SLC28A3 SLK SOX13 SPINK5 SPRR1A SPRR2A SPRR2D SPRR2E SPRR3 SRPX2 STYK1 THOC3 TIPARP TMEM80 TMPRSS11A TMPRSS11B TMPRSS11BNL TMPRSS11D TMPRSS11E TMPRSS11F TMPRSS4 TRIM29 UGT1A6 UPK3BL3P ZNF185 ZNF750 ZNF812P DESCARTES_MAIN_FETAL_STC2_TLX1_POSITIVE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_STC2_TLX1_POSITIVE_CELLS ADRA1D ANGEL2 CCL11 CETP CXCL6 ERRFI1-DT FBLN5 GPR88 HNRNPKP3 IFIT1 KAZALD1 KLK6 LOC101928924 NKX2-3 PGM5P4-AS1 PPM1N RASL11B SMIM43 STC2 TLX1 TNFRSF4 DESCARTES_MAIN_FETAL_STELLATE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_STELLATE_CELLS ABCA10 ADAMTS12 ADAMTS13 ADAMTS2 ADAMTS9 ADAMTSL1 ADRA1B AGTR1 ALLC ALPL ANGPTL6 ANKS1A ARHGEF35-AS1 B3GNTL1P1 BCAS3-AS1 BMPR2 CCBE1 CCDC3 CCDC68 CER1 CLMAT3 COL25A1 COLEC10 COLEC11 DAAM2 DENND2A DIO3 DIO3OS ECM1 EHBP1 ENSG00000233539 FBXO24 GRK5 HGF HHIP HMBOX1 HS3ST3B1 IFITM10 IGFBP3 INS-IGF2 LAMB1 LINC00498 LINC00698 LINC01169 LINC02319 LINC02880 MASP1 NBPF3 NEURL1B NR1H4 OR2A1-AS1 PTH1R RBM46 RBMS3 RN7SL657P RN7SL751P ROCK1P1 RPS12P5 RPS2P44 RPS6KA6 SEPTIN4-AS1 SLC17A8 UPB1 DESCARTES_MAIN_FETAL_STROMAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_STROMAL_CELLS CBLN4 COL12A1 COL1A1 COL1A2 COL5A1 COL6A6 HSD3BP5 ITGBL1 KERA LINC00968 LINC01082 LINC01412 LINC01611 MEOX2 MIR1245A MTCH1P2 MXRA5 PI16 RTL3 SETBP1-DT THBS2 DESCARTES_MAIN_FETAL_SYMPATHOBLASTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_SYMPATHOBLASTS ADGRA1 ARC BMPR1B-DT C12orf29 C1QL1 C1orf226 CARTPT CCDC172 CFAP61-AS1 CHGA CHGB CYB561 DBH FGF14-AS1 FGF14-IT1 FKBP5 GALR1 GCH1 GOT1L1 HACD3 HTATSF1 IL13RA2 KLK4 KSR2 LINC00632 LINC01982 LINC02513 LINC02994 MICU2 MRAP2 NLRP1 NPAS4 NSMCE3 NT5C1A NT5DC2 PENK PNMT PPP1R17 PRCD PRLHR QDPR RPSAP57 SCG2 SERTM2 SIDT1 SLC18A1 SMIM45 TH TMEM130 TMIE TSPYL2 UNC5C-AS1 UNC80 VPS33A VWDE ZDBF2 ZNF483 DESCARTES_MAIN_FETAL_SYNCYTIOTROPHOBLASTS_AND_VILLOUS_CYTOTROPHOBLASTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_SYNCYTIOTROPHOBLASTS_AND_VILLOUS_CYTOTROPHOBLASTS AADACL2-AS1 ACSS1 ADAMTS19 AMOT ANAPC1P1 ANKRD20A5P AP1S3 ARL15 ATP10D ATP6V1C2 BAGE2 BRDT CAMK2G CCDC32 CCDC54-AS1 CCR3 CDK2 CNNM2 CROT CSNK1A1P1 CYP4F35P DNMT1 ENSG00000258028 ENSG00000260378 EPB41L3 FAM118A FBN2 FOXO4 GABRE GGH GLDC GNA12 GRAMD2A HERC2P3 HIC2 HOMER1 HS6ST2 HSPD1P6 ITGB4 KANK1 L1TD1 LARGE2 LATS2 LATS2-AS1 LIN28B LINC00308 LINC00491 LINC00882 LINC01087 LINC01090 LINC01162 LINC01194 LINC01203 LINC01205 LINC01418 LINC01446 LINC01448 LINC01524 LINC01591 LINC01687 LINC01990 LINC02055 LINC02327 LINC02435 LINC02484 LINC02583 LINC02750 LINC02840 LINC02864 LINC02899 LOC105371361 LOC154761 MAP7D2 MAST4-AS1 MB21D2 MBNL3 MIR3171HG MIR4300HG MME MME-AS1 MTARC1 NAA11 NEDD4 NFE2L3 NOX5 OFCC1 OR8G1 PCAT7 PCOLCE2 PDE4B-AS1 POLI POTEC PRKCH-AS1 PTPN11P1 RAP2C-AS1 RCOR1 RNU6-301P RNU6-698P RP2 RPIA SIGLEC6 SLC13A3 SLC13A4 SLC19A1 SLC25A43 SLC27A2 SLC35D1 SLC38A9 SMARCA2 SMARCA2-AS1 SND1 SNHG27 SP6 SPACA6-AS1 SPECC1P1 SPINDOC ST7-OT4 ST8SIA6-AS1 STRA8 TDRP TEKT4P2 TENM3 TMEM150C TMEM254-AS1 TPK1 TRIM5 TRIML2 TTC12-DT TTPA TUBA5P USP25 VGLL1 VSTM5 ZBTB46-AS1 ZFAT ZFX ZNF354B ZNF415P1 ZNF799 ZNRF3 ZNRF3-IT1 ZSCAN4 DESCARTES_MAIN_FETAL_THYMIC_EPITHELIAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_THYMIC_EPITHELIAL_CELLS ABCA3 ABRAXAS2 ADAMTS17 ALOX12P2 ANKRD22 ANO9 APBB2 APTX ARLNC1 ARMC10 ARMC6 ATL2 ATP10B BANF2 BCAS4 BCL10-AS1 BICRA BMP8A C12orf56 C1RL-AS1 C22orf31 C3orf22 C4orf50 C5orf34-AS1 C8G CACNA1I CCDC171 CDH3 CLEC1A CLEC2L CLTCL1 CNTNAP3 COL19A1 COL27A1 COX6B2 CTSV CUL9 CUX1 CYP1B1-AS1 CYP3A4 D2HGDH DCDC2C DDB2 DDX50P1 DEFA3 DIPK1A DNAJA2-DT DNAJC3-DT DNASE1L2 DPP3-DT DRP2 DSG1-AS1 EARS2 EEF1A1P3 EEF1DP2 ENPP7P10 ENSG00000227496 ENSG00000228793 ENSG00000235189 ENSG00000235415 ENSG00000238372 ENSG00000247228 ENSG00000253363 ENSG00000256321 ENSG00000265055 ETNK1 EXOC3L4 EYA2 FAAH2 FAM118B FAM163A FAM66A FAS FBXO36-IT1 FBXW10 FLVCR1 FOXN1 FRMD1 FRS3 FTLP14 GARIN2 GGA2 GHRH GJB6 GLB1L3 GLI2 GLRA4 GPHN GPLD1 GRK7 GSTCD-AS1 GTF2IP4 GTF2IRD2B GUCA1B GUCY2F HLA-DRB9 HSPE1P25 ICAM5 IGFL2 IL31RA INTS12 IRF1-AS1 IRS4 KCNIP3 KIAA0895LP1 KIAA1549 KLF3-AS1 KREMEN2 KYAT1 LGR4-AS1 LHFPL1 LINC00173 LINC00313 LINC00559 LINC01033 LINC01250 LINC01271 LINC01273 LINC01337 LINC01482 LINC01500 LINC01600 LINC01605 LINC01644 LINC01780 LINC01980 LINC02016 LINC02213 LINC02235 LINC02356 LINC02388 LINC02427 LINC02436 LINC02541 LIPJ LY75 M1AP MAJIN MBTPS1-DT MCF2L MFSD13B MGMT MIR205HG MOV10 MRPS31P4 MRPS9-AS2 MRTFB MST1R MTCL1 MTFR2P1 MTG1 MTND1P14 MUC12-AS1 NALT1 NARF-IT1 NEPRO-AS1 NEURL2 NEURL3 NEURL4 NFKB1 NPFFR2 NPIPB2 NPM1P37 NPM1P6 NQO1-DT NSMAF NSRP1P1 NTF4 NTRAS NUBP2 NUBPL NXN OTULIN-DT OXCT1 PARP3 PASK PAX1 PDC-AS1 PDCL3P5 PDE9A-AS1 PEX1 PGBD2 PIK3IP1-DT PIKFYVE PKP4-AS1 PLEK2 PLGRKT PLTP PLXDC1 PNCK POLR1HASP POTEKP PRKAR1B-AS1 PRSS16 PSMB11 PTPRT PXT1 QTRT2 RAB42 RASSF10-DT RBAK-RBAKDN RBM15-AS1 RBMS3-AS3 RDM1P5 RGPD3 RIC1 RIGI RMDN2-AS1 RMI2 RN7SL589P RNU6-107P RNU6-137P RNU6-196P RNU6-323P RNU6-705P RNU6ATAC27P RNU7-115P RNY4P7 RPA4 RPL23AP53 RPS23P6 RPS26P18 RPS3AP29 RPS3AP34 RPS7P10 RPSAP6 RTBDN RTCB SAG SCAND3 SETP12 SFTPA2 SH3RF3 SIGLEC10-AS1 SLC22A23 SLC46A1 SLC46A2 SLC47A1P2 SLC9A3-AS1 SLFN12 SLIT3 SMG6 SMIM14-DT SMIM15-AS1 SNORD11 SNORD3B-1 SNX19 SPAG16-DT SPDYE12 STARD9 SUV39H2 SYCP1 SYNE1 TAFAZZIN TBATA TBC1D2B TCEA1P4 TDRD12 THAP8 TMEM108-AS1 TMEM131 TMEM221 TOMM22-DT TP53AIP1 TRAPPC12 TRMT12 TUSC8 TYK2 TYW3 UBA7 UBXN7-AS1 USP32P1 UST UTP15 VPS26BP1 VWA2 ZBED2 ZBTB47-AS1 ZCWPW1 ZFPM1-AS1 ZNF418 ZNF614 ZNF649-AS1 DESCARTES_MAIN_FETAL_THYMOCYTES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_THYMOCYTES ACSF3 ACSM6 ANKRD36BP2 ARHGAP19-SLIT1 ARHGEF18-AS1 ARL5C ATF7IP2 BCL11B BHLHB9P1 BOLL CALN1 CAMK4 CCND3 CCNI2 CCR9 CD1A CD1B CD1E CD247 CD38 CD3G CD8A CD8B CD96 CEP128 CEP85L CHD1 CLCN3P1 CYP2U1 DGKA DLEU7 DOC2GP ELOVL4 FAM238B FMNL1-AS1 GRAP2 HDAC7 HMGB1P19 HMGN1P5 IDNK IKZF2 IL20RB-AS1 ITPKB-IT1 KCNA3 LCK LCT-AS1 LDLRAD4 LEF1 LEF1-AS1 LETM1 LINC00426 LINC00649 LINC00954 LINC01221 LINC01222 LINC01281 LINC01550 LINC01749 LINC01882 LINC01934 LINC02059 LINC02273 LINC02312 LINC02352 LINC02520 LINC02789 LZTFL1 MAP3K14-AS1 MCPH1 MDM4 MEAK7 MIR646HG MTA3 MZB1 NEIL3 NFATC3 NT5C3AP2 P2RX5 PDCD1 PDE7A PDSS1 PGGHG PITPNM2 PRKCG PRKCQ-AS1 PTCRA PXYLP1 RAG2 RASL11A RETREG1-AS1 RHOH RN7SKP110 RNASEH2B RNU6-242P RPL34-DT RPS3AP19 SATB1 SATB1-AS1 SEPTIN6 SH2D1A SLC8A1-AS1 SPOCD1 SSH2 TBC1D19 TCF12 TCF7 TESPA1 TFDP2 THEMIS TNIP3 TNRC6C TOX2 TRAJ20 TRAT1 TRBC2 TRBV28 TRD-AS1 TSHR UBASH3A UMLILO WAKMAR2 DESCARTES_MAIN_FETAL_TROPHOBLAST_GIANT_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_TROPHOBLAST_GIANT_CELLS ADAMTSL4 ADHFE1 ADM AFF1 AKR1B15 ALDH3B2 ALPP ANGPT2 ANKRD33 ATG9B BET1 BET1-AS1 BMP1 BPGM C16orf74 C21orf91-OT1 C4orf36 CAPN6 CCK CCSAP CD200 CEBPB CGB7 CHODL CHODL-AS1 CLIP4 CRH CRIM1 CSHL1 DAB2 DDX59 DEPDC1B DVL3 DYSF EFHD1 ELK1 ENDOU ENSG00000256389 ERVE-1 ERVW-1 EXPH5 FAF1-AS1 FBLN1 FER1L4 FNDC3A FURIN GDF15 GDPD5 GH1 GH2 GLDN GLIPR1-AS1 GNGT1 GPNMB GRAMD2B HOPX HSD11B2 HSD17B1 HSD3B1 HSPB8 HSPD1P11 IGHA1 IGSF5 INSL4 ISM1 KATNBL1 KYNU LCMT1-AS2 LEP LGALS13 LGALS14 LGALS16 LINC00474 LINC00601 LINC00967 LINC01118 LINC01119 LINC01483 LINC01968 LINC02291 LINC02945 LINC03016 LNPEP LRIF1 LY6G6C LYPD5 MAFK MAGEA8 MAN1A2 MAN1C1 MC1R MFSD12 MFSD2A MIR4280HG MIR4713HG MMP11 MTMR4 MTNR1B MYLIP NAV2-AS4 NECTIN3 OLAH PAPPA-AS1 PAQR7 PCDH1 PGF PHLDB2 PLAC1 PLCL2 PLIN2 POGLUT3 POU2F3 PP12613 PPP1R15B PRSS41 PSG10P PSG2 PSG3 PSG4 PSG5 PSG6 PSG8 PSG9 PTPN21 RBBP6 RELL2 RHOBTB3 RN7SL359P RRS1-DT RSL1D1-DT RYBP SDC1 SEMA3B SEMA7A SH2D5 SH3D21 SH3TC2 SH3TC2-DT SIN3B SLC16A4 SLC2A11 SLC38A1 SLC43A2 SLC5A6 SPATA9 SPDYA SPTLC3 ST3GAL4 STK3 STRA6 STS SVEP1 TACC2 TCHH TCHHL1 TCL6 TENT5A TINCR TPRXL TREML2 TREML3P TRIM25 TRIM40 TRPV6 TTBK2-AS1 VGLL3 ZNF117 ZNF554 ZNF703 ZNF728 ZSWIM2 DESCARTES_MAIN_FETAL_UNIPOLAR_BRUSH_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_UNIPOLAR_BRUSH_CELLS ADCYAP1 BARHL1 BLTP1 CACNA2D1 CACNA2D1-AS1 CCDC175 CNKSR2 CNPY1 DPY19L3 EN2 ENSG00000243620 ENSG00000259737 EOMES FBXL21P GRIA2 GRM1 HTR5A KIRREL3 LEMD1-DT LINC02032 LINC02082 LMX1A MORC2-AS1 MPP3 NAALADL2-AS2 NDST4 NWD2 QKILA RPH3A STXBP5L TRPC3 TRPC5 UPP2 VWC2 ZIC4 DESCARTES_MAIN_FETAL_URETERIC_BUD_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_URETERIC_BUD_CELLS ACER2 AQP2 ASTL C7orf31 CLPSL1 DCAF12L1 DHRS2 ELF5 EMX2 EMX2OS ENSG00000250781 ENSG00000258471 GPR15LG HOXB7 KCP LINC02778 LINC02944 LOC112268408 MTCO1P12 MTND3P19 MTND4LP30 MYEOV MYO3B MYO6 NAALADL2 NIPAL4 NUDT16-DT PLA2G2F PTGR1 PVALB RPL10P19 SCNN1B SCNN1G SEPTIN9-DT SHROOM1 SLC14A2 SNX31 TBC1D9 UPK1A UPK2 UPK3A WNT9B DESCARTES_MAIN_FETAL_VASCULAR_ENDOTHELIAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_VASCULAR_ENDOTHELIAL_CELLS ABCB1 ADGRL4 APLN APLNR ARHGEF15 C1QTNF9 CAV1 CD300LG CRHBP CYYR1 DGKE DLL4 EEF1A1P31 EGLN1 ENSG00000233251 ESM1 FAM124B FAM167B FCGR2B FCN2 FCN3 FOXF2 HLX JCAD LDB2 LINC02043 LINC02172 LXN MTMR9LP NODAL NOTCH4 ODF3L2 OIT3 PRND PTPRB RAPGEF5 RASIP1 RFLNB RFPL1 ROBO4 SELE SHANK3 SLC39A10 SLC9C1 SLCO1A2 SNRK SOX7 SRARP TCF15 TCIM TM4SF18 DESCARTES_MAIN_FETAL_VISCERAL_NEURONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_VISCERAL_NEURONS ALKBH3-AS1 ARHGDIG ASTN2-AS1 BCORP1 BEND6 BZW1-AS1 C17orf107 CCDC184 CDK13-DT CFHR5 CHRM1 CPMER CTNNA2-AS1 DNAJC9-AS1 EEF1DP4 ELOVL3 ENHO ENSG00000236754 ENSG00000255326 ENSG00000261924 ENSG00000272008 FAM167A FAM200C FBXO30 FKBP1B FSD1 FST GNAO1 HAGLROS HEPHL1 HLX-AS1 HSPD1P1 KBTBD11-OT1 KRT18P11 LINC01561 LINC01918 LINC02636 LINC02735 LINC03056 MAGEE1 MKRN5P MTX1 NAP1L5 NAV2-AS6 NCAM1-AS1 NCS1 NECAB2 NEFH NEIL2 NPY2R OPA1-AS1 PATJ-DT PCOTH PDE6B-AS1 PERPP2 PIRT PPP2R5B PRPH RAB15 RAB6B RN7SL784P RNA5SP383 RNA5SP464 RNU6-1099P RNU6-1237P RNU6-672P RNU7-110P RPL8P3 RUSC1 SCN2B SEPTIN14P12 SLC5A7 SLC7A14 SNPH STMN2 SULT4A1 TMEM151B TMEM271 TMEM59L TOB2P1 TUBB TUBB2A TUBB3 UCHL1 VAT1 VN1R108P YBX1P1 YWHAG YWHAH DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_BOWMANS_GLAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_BOWMANS_GLAND AZGP1 BPIFA1 BPIFB1 BPIFB4 C6orf58 CLDN10 CXCL17 DMBT1 ELAPOR1 FDCSP GPX3 GSTA1 HP LCN15 LCN2 LRRC26 LTF LYZ NDRG2 ODAM PI3 PIGR PIP PPP1R1B RNASE1 S100A1 SCGB3A1 SLPI STATH TCN1 VMO1 XBP1 ZG16B DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_B_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_B_CELLS BANK1 BIRC3 CD37 CD52 CD53 CD69 CD74 CD79A CD79B CD83 CORO1A CXCR4 EVI2B GPR183 HLA-DMB HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB1 IGHM IRF8 LAPTM5 LIMD2 LINC00926 LINC01781 LTB MARCHF1 MS4A1 NFKBID POU2F2 REL TAGAP TNFRSF13C VPREB3 DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_CD4_T_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_CD4_T_CELLS ACAP1 ARHGDIB CD2 CD3D CD3E CD3G CD48 CD52 CD69 CLEC2D CORO1A CXCR4 FYB1 GMFG GPR183 HCST IL32 IL7R KLRB1 LTB PTPRC RORA RPS29 STK4 TAGAP TNFAIP3 TRAC TRBC1 TRBC2 TSC22D3 DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_CD8_T_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_CD8_T_CELLS ACAP1 ALOX5AP ARHGDIB ARL4C BTG1 CCL4 CCL4L2 CCL5 CD2 CD3D CD3E CD3G CD48 CD52 CD69 CD7 CD8A CD8B CD96 CKLF CLEC2D CORO1A CST7 CTSW CXCR4 CXCR6 CYTIP DUSP2 EVL FYB1 GMFG GZMA GZMM HCST HOPX ID2 IL2RG IL32 IL7R JAML KLRB1 KLRC1 LAPTM5 LCK LCP1 LEPROTL1 LINC01871 LSP1 NKG7 PTGER4 PTPN22 PTPRC RAC2 RGS1 RORA RUNX3 SAMSN1 SH3BGRL3 STK17A STK17B STK4 SYTL3 TAGAP TBC1D10C TMSB4X TNFAIP3 TRAC TRAF3IP3 TRBC1 TRBC2 TRGC2 TSC22D3 ZFP36L2 DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_DENDRITIC_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_DENDRITIC_CELLS ACTB AIF1 AP1S2 APOBEC3A ATP2B1-AS1 BCL2A1 C1orf162 C5AR1 CARD16 CCL3 CCL3L1 CD14 CD36 CD37 CD44 CD48 CD52 CD68 CEBPB CFD CFP CLEC12A CLEC4E CLEC7A CORO1A COTL1 CPVL CSF3R CST3 CSTA CTSS CXCL2 CXCL8 CYBA CYBB DUSP1 EMP3 EREG EVI2B FCER1G FCGR3A FCN1 FGL2 FGR FPR1 FTH1 FTL FYB1 G0S2 GCA GMFG HLA-DRA IFI30 IFITM2 IGSF6 IL1B ITGB2 JAML LAPTM5 LCP1 LGALS2 LILRB2 LSP1 LST1 LYN MNDA MPEG1 MS4A6A MS4A7 MXD1 NAMPT NCF1 NCF2 NEAT1 NFKBIA NFKBIZ NLRP3 OAZ1 OSM PELATON PHACTR1 PILRA PLAUR PLEK POU2F2 PSAP PTGS2 PTPRC PTPRE PYCARD RGS2 RIPOR2 RNF149 S100A12 S100A4 S100A8 S100A9 SAMSN1 SERPINA1 SH3BGRL3 SLC11A1 SOD2 SPI1 SRGN STX11 STXBP2 TIMP1 TKT TNFAIP2 TNFAIP3 TNFRSF1B TNFSF13B TREM1 TYMP TYROBP VCAN ZEB2 DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_FIBROBLASTS_STROMAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_FIBROBLASTS_STROMAL_CELLS ABCA8 ACTA2 AEBP1 AKAP12 APOD BGN C1R C1S CALD1 CCDC3 CCL11 CCL2 CCN1 CDH11 CH25H CLDN11 CLEC11A COL1A1 COL1A2 COL3A1 COL6A2 CPE CRABP2 CSRP2 CYP1B1 DCN ECM1 ENPP2 FBLN1 FGF7 GATA2 GJA1 GLIPR1 GSN HGF IFITM3 IGFBP4 IGFBP5 IGFBP6 IGFBP7 INMT ITGBL1 KCNE4 LAPTM4A LGALS1 LUM MFAP4 MGP MXRA8 NBL1 NR2F2 PAX9 PCOLCE PGRMC1 PLPP3 POSTN PRRX1 PTN RARRES2 SELENOM SELENOP SERPINF1 SERPING1 SFRP1 SFRP2 SPARC SSPN SYNPO2 TAGLN TCIM TFAP2A TFAP2B TGFBI TGM2 THY1 TIMP1 TIMP2 TMEM100 TPM1 TPM2 TWIST1 VIM DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_GLOBOSE_BASAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_GLOBOSE_BASAL_CELLS CALB2 CKB COTL1 ELAVL3 ELAVL4 EMX2 FEZF1 GNG8 H2AZ1 H4C3 HES6 HMGN2 JPT1 LHX2 MAP1B MARCKSL1 MDM1 MEX3A NEUROD1 NHLH1 PCBP4 PSIP1 PTMA RBP1 RPRM RTN1 SOX11 SOX4 STMN1 STMN2 STMN4 TUBA1A TUBB TUBB2B UCHL1 DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_IMMATURE_NEURONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_IMMATURE_NEURONS APBB1 APLP1 ARMH4 ATF5 BASP1 BCL11B BEX1 C4orf48 CADM1 CADPS CALB2 CALM1 CALM2 CAPS CARTPT CASP3 CBX4 CCDC184 CCNI CDKN2D CEBPG CENPV CKB CLGN CNTN4 CRMP1 DAAM1 DCLK1 DCX DPYSL2 DPYSL3 EBF1 EBF2 EBF3 EBF4 EEF1A2 EFHC1 EFHD1 EFNA3 EFNA5 EFR3B ELAVL3 ELAVL4 EMX2 EPB41 EPCAM FAM131C FAM171B FSTL5 FXYD6 FZD3 GAP43 GDAP1 GDE1 GDI1 GFY GNB1 GNB2 GNG8 GTF2I H2BC21 HRK IFT27 INA INSM1 JPT1 KCNQ1OT1 KIF1A KIF3A KIF5C KIFAP3 KLC1 KSR2 LHX2 MAP1B MAP6 MAPK10 MARCKS MARCKSL1 MSI2 MYT1L NBEA NCAM1 NHLH1 NHLH2 NLRP1 NRXN1 NSG1 OLIG2 PAFAH1B3 PAPOLA PCDH9 PCLO PCSK1N PDAP1 PLEKHB1 PODXL2 PPA1 PRRC2B PSIP1 RAB6A RETREG1 RFK RGMB RNF182 RTN1 RTN3 RTP1 RUFY3 RUNDC3A SCG3 SCG5 SCN9A SDC3 SERPINE2 SNCA SOX11 SPOCK1 SPOCK2 SSBP2 STMN1 STMN2 STMN3 STMN4 SYT1 SYT11 SYT5 TERF2IP THUMPD3-AS1 TMPRSS6 TPPP3 TRIB3 TRIM66 TTLL7 TUBA1A TUBB TUBB2A TUBB2B UCHL1 VAMP2 DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_MACROPHAGES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_MACROPHAGES AIF1 APOC1 APOE C15orf48 C1QA C1QB C1QC C3 C3AR1 CCL3 CCL3L1 CCL4L2 CD14 CD68 CD74 CD83 CEBPD CLEC10A CLEC7A COTL1 CSF1R CSF2RA CST3 CTSS CX3CR1 CXCL16 CXCR4 CYBA DUSP1 FCER1A FCER1G FCGR2A FCGR3A FGL2 FTL GPR183 GPR34 GRN HERPUD1 HLA-DMA HLA-DMB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB5 IFI30 IGSF6 IL1B ITGB2 LAPTM5 LST1 LY86 MNDA MS4A6A MS4A7 MSR1 NPC2 NR4A2 P2RY13 PHACTR1 PLAUR PLD4 RAB32 RGS1 RGS10 RGS2 RNASE6 RNASET2 SGK1 SLC40A1 SPI1 SRGN TREM2 TYMP TYROBP YWHAH ZNF331 DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_MAST_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_MAST_CELLS ACSL4 ADRB2 ALOX5AP ANKRD28 AREG ARHGAP18 BIRC3 CAPG CAVIN2 CCL2 CCL4 CD37 CD44 CD69 CD83 CKLF CPA3 CREM CSF1 CTSG DDIT4 DNAJB1 DUSP2 DUSP6 EGR3 ELF1 EMP3 FCER1A FCER1G FTH1 GATA2 GPR65 HDC HPGD HPGDS HSPA1B IER2 IL1RL1 KIT LAPTM4A LIF LMO4 LTC4S MAOB MS4A2 NFKBIA NFKBIZ NR4A2 NR4A3 PLAUR PLIN2 PPP1R15A PTGS2 RAB27B RAC2 RGS1 RGS13 RGS2 RHEX SAMSN1 SDCBP SELENOK SGK1 SLC18A2 SLC45A3 SOCS1 SRGN STX3 TNFAIP3 TPSAB1 TPSB2 TYROBP VWA5A ZNF331 DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_MATURE_NEURONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_MATURE_NEURONS ADCY3 ADISSP AGBL4 APLP1 ARL3 ARPP21 ATF5 ATOX1 ATP1B1 ATP6V1G1 BEX1 C11orf97 C21orf58 C4orf48 C7orf57 C9orf24 CACNB3 CALB2 CALM1 CALM2 CALM3 CAPS CBX4 CCDC157 CCDC184 CENPV CETN2 CFAP126 CFAP144 CFAP276 CFAP69 CHGA CIBAR2 CKB CLGN COMMD8 COQ4 COX5B CUTA CYB5R1 CYSTM1 DNER DUSP26 EBF2 EBF3 EFHC1 EFHD1 EFNA3 EFNA5 EFR3B ELAVL3 EMX2 ENO2 EPCAM FAIM2 FAM131C FGF12 FMN2 FSTL5 FXYD6 GABARAPL2 GAP43 GDAP1 GDI1 GFY GLCCI1 GNAL GNB1 GNG13 GPX2 H2BC21 HAGHL HBA1 HTATIP2 IFI27 IFI27L2 IFT27 IGSF10 IGSF8 IMPDH1 IP6K2 JAG1 JAKMIP1 KAT6A KIF22 KIF3A KIF9 KIFAP3 KLC2 KSR2 LHX2 LINC00642 LINC01548 LINGO2 LRRIQ1 MAP1B MAPK10 MGST3 MIEN1 MLF1 MNS1 MORN2 MPZL1 MSI2 MT1F NCAM1 NDFIP1 NDUFA5 NEFL NRXN1 NSG1 NXNL2 OAZ2 OLFM1 ORMDL3 OSCP1 P4HTM PAFAH1B3 PCDH9 PCSK1N PDE6D PIGU PLEKHB1 PODXL2 PPA1 PPP1R1A PRXL2A PSAP PSMC5 QPCT R3HCC1 RAP1GDS1 REEP1 RETREG1 RFK RFX8 RIC8B RNF182 RSPH1 RTN1 RTN3 RTP1 RUFY3 RUNDC3A SARAF SCG3 SCGB2A1 SCN9A SDC3 SELENOT SERPINE2 SGPL1 SMIM35 SNAP25 SNAPIN SNCA SPAG16 SPEF1 SPEF2 SPINT2 SPOCK1 STMN2 STMN4 STOM STOML3 SYT1 SYT5 TAGLN3 TERF2IP TKTL1 TMBIM6 TMPRSS6 TOM1 TPPP3 TRIB3 TSHZ2 TSPAN3 TSPAN7 TTC9B TTLL7 TUBA1A TUBB2B UCHL1 UCP2 VAMP2 WDR54 DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_MONOCYTES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_MONOCYTES AIF1 C1QA C1QB C1QC CCL3 CCL3L1 CCL4L2 CD74 CD83 FCER1A FCER1G FGL2 GPR183 HERPUD1 HLA-DMA HLA-DMB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB5 IFI30 IL1B LST1 MNDA MS4A6A MS4A7 PHACTR1 REL RGS1 RGS10 RGS2 SFRP1 SFRP2 SGK1 SRGN TYROBP DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_NK_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_NK_CELLS APOBEC3G ARHGDIB ARL4C B2M BIN2 CCL3 CCL4 CCL4L2 CCL5 CCND3 CD160 CD247 CD48 CD52 CD53 CD69 CD7 CLIC3 CMC1 CORO1A CST7 CTSW CXCR4 CYBA CYRIB DOK2 DUSP2 EFHD2 EMP3 EVL FCER1G FCGR3A FGFBP2 GNLY GPR65 GZMA GZMB GZMH GZMM HCST HLA-A HLA-B HLA-C HOPX IFITM2 IL2RB IL2RG IL32 ITGB2 KLRB1 KLRD1 KLRF1 LCP1 LIMD2 LSP1 MATK MYL12A MYO1F MYOM2 NKG7 PFN1 PLAAT4 PLAC8 PLEK PPP2R5C PRF1 PSMB9 PTGDS PTPRC PYHIN1 RAC2 RAP1B SH3BGRL3 SPN SPON2 SRGN TBC1D10C TMSB4X TRAF3IP3 TRBC1 TRDC TYROBP UCP2 XCL2 DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_OLFACTORY_ENSHEATHING_GLIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_OLFACTORY_ENSHEATHING_GLIA AATK ABCA8 ALDH1A1 ANGPTL7 AP1S2 APOC1 APOE APP ARHGAP15 BEX3 C2orf88 C4orf48 CADM2 CD59 CDH19 CHL1 CHPT1 CLIC4 CLU CMTM5 CNN3 CNP CRYAB CST3 CST5 DBI DKK3 EDIL3 ERBB3 FADS1 FADS2 FADS3 FOXD3-AS1 FRZB FXYD1 GAS7 GFRA3 GPM6B GPR37L1 IFI6 IFITM3 ITGB8 ITIH5 KCNMB4 LGALS1 LGI4 LPL MARCKS METRN MFGE8 MIA MPZ MT1E MT1M MT2A MT3 NAT8L NCAM1 NDRG2 NPY NR2F1 NRN1 NRXN1 NTRK2 NUDT4 OAF PCDH9 PDLIM4 PLAC9 PLEKHA4 PLEKHB1 PLP1 PMP2 PMP22 POLR2F PON2 PRNP PSAP PTGDS PTN QKI RARRES2 RGCC RNASE1 S100A1 S100A10 S100B SCD SCN7A SCN9A SCRG1 SELENOP SEMA3B SEPTIN7 SERPINE2 SLC35F1 SNCG SOD3 SORBS2 SOX10 SPARC SPP1 SPTBN1 STMN1 TIMP3 TMEM176A TMEM176B TMOD2 TSC22D4 TSPAN8 TTYH1 TUBA1A VIM VWA1 ZEB2 DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_OLFACTORY_HORIZONTAL_BASAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_OLFACTORY_HORIZONTAL_BASAL_CELLS AQP3 BASP1 BCAM CTSV CXCL14 DST F3 IGFBP5 KRT15 KRT17 KRT5 MEG3 MT1X MYC NPPC S100A2 SOX2 SPINK5 TSC22D1 DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_OLFACTORY_MICROVILLAR_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_OLFACTORY_MICROVILLAR_CELLS AKR1B1 ALKAL1 ANXA4 APLP2 ASCL3 ATP6V0B ATP6V1A ATP6V1G3 AVIL AZGP1 BIK BMX BSND C15orf48 CD24 CD9 CFTR CLCNKB CLDN3 CLGN CRTAC1 DMRT2 ENC1 EPCAM FAM3B FOXI1 GNG13 GNGT1 GOLM1 HEPACAM2 HES6 IGF1 IRAG2 KRT18 KRT7 KRT8 LINC01187 MGST1 PBXIP1 PCP4 QPCT RARRES2 RASSF6 RGS13 SC5D SCNN1B SEMA3C SLC14A1 SMS STAP1 TMEM61 TPD52 TUBB2B DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_PERICYTES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_PERICYTES A2M ABCB1 ABCG2 ACKR1 ADGRL4 APOLD1 AQP1 C2CD4B CALCRL CAV1 CAVIN1 CAVIN2 CCDC85B CD34 CD74 CD93 CDKN1A CLDN5 CLEC14A CLU CRIP2 CXCL12 CYYR1 ECSCR EDN1 EGFL7 EMCN EMP1 ENG ESAM FAM110D FAM13C FLT1 FXYD5 GIMAP7 GNG11 HLA-E ID3 IFI27 IGFBP4 ITM2A JAM2 KCTD12 KLF2 LIFR LMCD1 LPAR6 NHERF2 NOSTRIN NPDC1 PALMD PCAT19 PECAM1 PLAT PLVAP PODXL PRCP RAMP2 RAMP3 RDX RUNDC3B SELE SOCS3 SOX17 SOX18 SPARCL1 SPRY1 SPTBN1 TCF4 TGFBR2 THBD TIMP3 TM4SF1 TM4SF18 TMEM88 TSPAN7 TXNIP VIM VWF DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_PLASMA_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_PLASMA_CELLS CD79A CYBA DERL3 FKBP11 HERPUD1 HSP90B1 IGHA1 IGHA2 IGHG1 IGHG3 IGHG4 IGKC IGLC2 IGLC3 ITM2C JCHAIN MZB1 PRDX4 SEC11C SSR4 TNFRSF17 DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_RESPIRATORY_CILIATED_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_RESPIRATORY_CILIATED_CELLS ADH7 AGR3 AKAP14 ALDH1A1 ALDH3A1 ALDH3B1 ANKUB1 ARL3 ATP5IF1 B9D1 BASP1 C11orf97 C12orf75 C20orf85 C9orf24 CABCOCO1 CAPS CAPSL CCDC146 CCDC153 CCDC17 CCDC170 CCDC190 CCDC74A CCDC78 CCDC80 CD24 CD59 CDHR3 CDS1 CES1 CETN2 CFAP126 CFAP144 CFAP210 CFAP251 CFAP276 CFAP298 CFAP300 CFAP45 CFAP53 CFAP73 CFAP90 CFAP95 CHST9 CIB1 CIBAR2 CKB CLXN CRIP1 CRNDE CYP4B1 CYSTM1 DHRS9 DMKN DNAAF1 DNAAF4 DNAH5 DNALI1 DNPH1 DPCD DPY30 DRC1 DRC3 DYNLL1 DYNLRB2 DYNLT1 DYNLT2B DYNLT4 ECRG4 EFHC1 ELF3 EPPIN ERICH3 EZR FABP6 FAM174A FAM216B FAM229B FAM81B FANK1 FOXJ1 FXYD3 GDF15 GSTA1 GSTA2 HMGN3 HOATZ HSBP1 IFT172 IFT25 IFT57 IGFBP2 IK IQCG KIF21A KIF9 LDLRAD1 LINC01571 LRRC10B LRRC23 LRRC46 LRRIQ1 MLF1 MNS1 MORN2 MORN5 MRPS31 MUC5AC NME5 NQO1 NUCB2 NUDC ODF3B OMG PIERCE1 PIFO PLAC8 POLR2I PPIL6 PRDX1 PRDX5 PROM1 PSCA PSENEN ROPN1L RRAD RSPH1 RSPH4A RSPH9 SAXO2 SCGB2A1 SLC44A4 SMIM22 SNTN SPA17 SPAG16 SPAG6 TEKT1 TFF3 TMC5 TMEM190 TPPP3 TSPAN1 TSPAN19 TSPAN6 TSTD1 TUBA1A TUBA4B TUBB4B TXN UFC1 WDR38 WDR54 ZMYND10 DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_RESPIRATORY_COLUMNAR_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_RESPIRATORY_COLUMNAR_CELLS ALDH3A1 ANXA2 AQP3 AQP5 CD9 CLDN4 CSTB ELF3 EPAS1 FABP5 HSPB1 KLF5 KRT18 KRT19 KRT23 KRT6A KRT8 MT1X NTS PERP PRDX1 S100A16 SERPINB3 SERPINB4 SFN SLC25A5 TACSTD2 TXN DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_RESPIRATORY_EPITHELIAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_RESPIRATORY_EPITHELIAL_CELLS BPIFA1 BPIFB1 C6orf58 CAPS DMBT1 IER3 LTF LYZ PIGR PIP PRB3 SCGB1A1 SLPI STATH ZG16B DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_RESPIRATORY_HORIZONTAL_BASAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_RESPIRATORY_HORIZONTAL_BASAL_CELLS ALDH3A1 ANXA1 ANXA2 AQP3 ATP1B3 CALML3 CD9 CLDN4 ELF3 FXYD3 HSPB1 KLF5 KRT18 KRT19 KRT23 KRT5 KRT6A KRT8 LYPD3 MT1X NTS PERP PHLDA2 PKM PRDX1 S100A11 S100A16 S100A2 SERPINB4 SERPINB5 SFN SLC25A5 TACSTD2 DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_RESPIRATORY_SECRETORY_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_RESPIRATORY_SECRETORY_CELLS ANXA1 BPIFA1 BPIFB1 C6orf58 CD24 CD55 CLDN4 CXCL1 CXCL2 CXCL3 CXCL8 CYP4B1 DMBT1 FDCSP IVNS1ABP KRT7 LTF LYZ MAFF NCOA7 NR4A1 ODAM PIGR PIP PRB3 SCGB1A1 STATH VMP1 ZG16B DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_SUSTENTACULAR_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_SUSTENTACULAR_CELLS ADH1C AGR2 AQP5 CLDN10 CLDN4 CXCL1 CXCL17 CXCL8 CYB5A CYP2A13 ELF3 FAM3D GSTP1 HPGD KRT18 KRT19 KRT8 LCN2 LY6D LYPD2 METTL7A MGST1 MSMB MT1G MT3 MUC1 MUC5AC NOS2 PI3 PIGR POR PRSS23 PSCA S100A14 S100P SCGB1A1 SCGB3A1 SEC14L3 SERPINB3 TFF3 TMEM213 TSPAN1 TSPAN8 UGT2A1 VMO1 VSIG2 WFDC2 DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_UNSPECIFIED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_UNSPECIFIED ALDH3A1 ATP5IF1 C20orf85 C9orf24 CALM1 CALM2 CAPS CD24 CETN2 CFAP144 CFAP276 CIB1 CKB DYNLL1 DYNLT1 GSTA1 H2AZ1 H4C3 MNS1 MORN2 NQO1 NTS PIERCE1 PIFO PPA1 PRDX1 PRDX5 PTTG1 RSPH1 S100A2 STMN1 TPPP3 TSPAN1 TUBA1A TUBA1B TUBB TUBB4B DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_VASCULAR_SMOOTH_MUSCLE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_VASCULAR_SMOOTH_MUSCLE_CELLS ACTA2 ACTG2 ADAMTS1 ADIRF ARID5B ATF3 C11orf96 CALD1 CARMN CAV1 CAVIN1 CAVIN3 CCL2 CNN1 COL14A1 COX4I2 CRISPLD2 CRYAB CSRP1 DEPP1 DSTN EBF1 ECRG4 EFHD1 EGR1 FHL1 FILIP1L FLNA FOS FRZB GADD45B GEM GGT5 GUCY1A1 HIGD1B HSPA1A HSPA1B ID4 IGFBP5 IGFBP7 IRAG1 ISYNA1 JUN JUNB KANK2 KLF2 LHFPL6 LMOD1 LPP MAP1B MAP3K20 MCAM MFGE8 MT1M MT2A MYH11 MYL6 MYL9 MYLK NDUFA4L2 NOTCH3 NR2F2 PALLD PDGFRB PDLIM3 PLAC9 PLN PPP1R12A PPP1R12B PPP1R14A PTP4A3 RCAN2 RERGL RGS16 RGS5 RHOB SEPTIN7 SOCS3 SOD3 SPARC SPARCL1 STEAP4 SYNPO2 TAGLN TCIM TGFB1I1 THBS1 TIMP3 TINAGL1 TNS1 TPM1 TPM2 ZFP36 FAN_EMBRYONIC_CTX_ASTROCYTE_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_EMBRYONIC_CTX_ASTROCYTE_1 ADCYAP1R1 ADGRV1 ADORA2B AGT ALDOC ANGPTL1 ANOS1 BTBD17 C1QTNF3 CBS CDC42EP4 CDH4 CHRDL1 CPNE5 CSDC2 CXCL14 CXCR4 CYB5A DCN DIO2 DOK5 EEPD1 EFHD2 EMID1 EZR FABP7 FADS2 FAM107A FOXG1 FRMD4A GABRB1 GALNT16 GFAP GPX3 GRM3 HES4 HEY1 HTR2A ID1 ID2 ID3 IFI44L LAMP5 LGALS3 LINC00943 LPCAT1 LRP4 LRRC10B LRRC3B LSS LYN MLC1 MMP28 MRC2 NCAN NOG NPNT OAF OLFM2 PAQR8 PAX6 PEA15 PLAGL1 PLEC PRSS35 RAMP3 RGS20 SFXN5 SIRPA SLC1A3 SLCO1C1 SOAT1 SPARCL1 SYPL1 TCIM TM7SF2 TNC TSKU VEPH1 FAN_EMBRYONIC_CTX_ASTROCYTE_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_EMBRYONIC_CTX_ASTROCYTE_2 ABCA1 ACKR3 ACSL6 ADGRG1 ADIRF AHCYL1 AIFM3 AK1 ALCAM ALDH1L1 ALDOC ANOS1 APC APOE AQP4 ARHGEF26 ASPH ATP1A2 ATP1B2 B4GAT1 BBOX1 BBS2 BMPR1B C1orf198 C9orf24 CACHD1 CAMK2G CAPS CD44 CDO1 CFAP276 CLU COL6A1 CPE CSGALNACT1 CTNNA2 DDAH1 DDIT4 DNER DST DTNA EDNRB EFEMP1 ENTREP1 ETNPPL EZR F3 FAT3 FBLN1 FGFR3 FIBIN FUT9 GABBR1 GABBR2 GABRG1 GARNL3 GASK1B GDPD2 GJA1 GJB6 GLUD1 GLUL GPC5 GRAMD2B HACD3 HAPLN3 HIF3A HSD17B6 HTRA1 ID4 IQCA1 ITM2C ITPR2 KCNN3 KMT2C LAMA1 LAMA4 LAPTM4A LGR4 LIFR LINC00844 LIX1 LUZP2 MACF1 MARCKS METTL7A MFGE8 MGST1 MSMO1 MT1E MT1F MT1M MT1X MT2A MT3 MYBPC1 NDRG2 NFIA NFIB NHSL1-AS1 NPC2 NR2F1 NR2F2 NRCAM NTRK2 NTSR2 OAT PBXIP1 PCDH10 PCDH9 PDLIM5 PLPP3 PLSCR4 PLTP PLXDC2 PMP2 PRODH PSD2 PTTG1IP RAMP1 RIC3 RIDA RORA S1PR1 SDC2 SEMA6D SERPINE2 SESN3 SH3GL2 SLC15A2 SLC1A2 SLC1A4 SLC25A18 SLC39A12 SLC3A2 SLC4A4 SLC7A11 SLITRK2 SOX2 SPATS2L SPOCK2 SPON1 SSPN ST8SIA1 TFPI TIMP3 TMEM47 TPPP3 TRIL TTYH1 VCAM1 VSIR WLS ZFYVE21 FAN_EMBRYONIC_CTX_BIG_GROUPS_BRAIN_ENDOTHELIAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_EMBRYONIC_CTX_BIG_GROUPS_BRAIN_ENDOTHELIAL AAMDC ABCB1 ABCG2 ABLIM1 ACTN1 ACTN4 ACVRL1 ADA ADCY4 ADGRF5 ADGRL4 AEBP1 AFAP1L2 AGRN ANPEP ANXA1 APCDD1 APLNR APOLD1 ARHGAP18 ARHGAP29 ATP1A2 B2M BGN BHLHE40 BSG BST2 C1orf54 CA2 CA4 CALD1 CAPN2 CAST CAV1 CAV2 CAVIN1 CAVIN2 CAVIN3 CCDC3 CD248 CD320 CD34 CD82 CD9 CD93 CDC42EP1 CDH11 CDH5 CDH6 CERS2 CETP CGNL1 CLDN5 CLEC11A CLEC14A CLEC3B CLIC1 CLIC4 CNN2 COBLL1 COL18A1 COL1A2 COL3A1 COL4A1 COL4A2 COL5A2 COL6A1 COL6A2 COLEC12 COX7A1 CPD CRIP1 CRIP2 CSPG4 CYB5A CYTH3 CYTOR CYYR1 DCN DIPK2B DLC1 DNAJC1 DOCK6 DPEP1 DUSP6 EBF1 ECE1 ECM1 ECSCR EDNRA EFEMP2 EFNA1 EGFL7 EMCN EMP2 ENG EPAS1 EPSTI1 ERG ESAM ESYT2 ETS1 ETS2 EVA1B FERMT2 FHL3 FKBP1A FKBP9 FLI1 FLNA FLT1 FN1 FOXC1 FOXF2 FOXQ1 FOXS1 FRZB FSTL1 FXYD5 GALNT18 GGT5 GIMAP7 GJA4 GMDS GNG11 GOLIM4 GPCPD1 GPER1 GSDMD H2AJ HAPLN3 HEG1 HES1 HIGD1B HLA-A HLA-E HLA-H HOPX HSPA12B HYAL2 ID1 ID3 IFI27 IFI35 IFI44L IFI6 IFITM1 IFITM2 IFITM3 IGFBP4 IGFBP7 IL32 ILK IQGAP1 ISG15 ISYNA1 ITGA1 ITGA5 ITGB1 ITIH5 ITM2A JAG1 JAK1 JAM2 JCAD KANK2 KCNJ8 KDR KLF4 LAMA2 LAMA4 LAMB1 LAMB2 LAMC1 LAMC3 LAPTM4A LEF1 LGALS1 LHFPL6 LMNA LMO2 LTBR LXN LY6E MAP4K2 MCAM MECOM MFAP2 MFSD2A MGLL MGST2 MMP28 MSRB3 MT1E MT2A MYCT1 MYH9 MYL12A MYL9 MYLK2 MYO1B MYO1C MYO6 NAMPT NDUFA4L2 NECTIN2 NHERF1 NHERF2 NID1 NID2 NKD2 NOSTRIN NOTCH1 NOTCH3 NOTCH4 NR2F2 NR3C1 OAS2 PALD1 PAPSS2 PARVA PCAT19 PCDH12 PCDH18 PCOLCE PDE7B PDE8A PDE8B PDGFB PDGFRB PDLIM2 PDXK PDZD2 PECAM1 PELO PGF PHACTR2 PLAC9 PLAT PLCE1 PLOD1 PLXDC1 PLXND1 PMEPA1 PMP22 PODXL POMP PON2 PPIC PPP1R14A PRCP PRELP PRKCH PROCR PRXL2A PSMB8 PTPRB PXN QPCT RAMP2 RAPGEF4 RAPGEF5 RASGRP3 RBMS3 REEP3 RELL1 RGCC RGS3 RGS5 RHOA RHOC RHOJ RNASE1 ROBO4 RRAS RSU1 S100A10 S100A13 S100A16 S1PR3 SAMM50 SCARB1 SCARF1 SELENOM SEMA5A SERPINB6 SERPING1 SERPINH1 SERTAD1 SH2D3C SIPA1 SLC12A2 SLC12A7 SLC16A1 SLC20A2 SLC2A1 SLC2A3 SLC38A3 SLC38A5 SLC39A10 SLC39A8 SLC3A2 SLC40A1 SLC43A3 SLC52A2 SLC6A12 SLC7A1 SLC7A5 SLC7A8 SLCO2A1 SMTN SNRK SORBS3 SPARC SRARP STARD13 STAT1 STING1 STOM STRA6 SYPL1 TACC1 TAGLN2 TCN2 TEK TES TESC TFPI TFRC TGFB1I1 TGFBR2 TGM2 THSD1 TIE1 TIMP1 TIMP3 TJP1 TM4SF1 TM4SF18 TMEM109 TMEM204 TMEM50B TMEM88 TNFAIP8L1 TNS1 TPM2 TPM4 TSPAN9 TTYH2 TUBB6 UACA UNC5B UTRN VAMP5 VCL VIM VWA1 VWF WFS1 WWTR1 XAF1 YES1 ZEB1 ZIC2 ZNF366 FAN_EMBRYONIC_CTX_BIG_GROUPS_BRAIN_IMMUNE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_EMBRYONIC_CTX_BIG_GROUPS_BRAIN_IMMUNE ABI3 ACAP1 ADD3 ADGRE5 AKNA ANXA1 ANXA11 ARHGAP15 ARHGAP45 ARHGAP9 ARHGDIB ARHGEF1 ARPC1B ARPC2 B2M BIN2 BTN3A2 CARD16 CCND3 CD37 CD3E CD44 CD48 CD52 CD69 CD7 CD74 CD96 CIB1 CLEC2B CLEC2D CLIC1 CNN2 CORO1A CRIP1 CSK CYTIP DENND2D DNAJB1 DOK2 DUSP1 DUSP2 EEF1D ELF1 EMP3 ETS1 EVI2B FCER1G FCMR FERMT3 FOS FXYD5 FYB1 GADD45B GIMAP4 GIMAP7 GMFG GPSM3 GZMA HCLS1 HCST HLA-A HLA-B HLA-C HLA-DRA HLA-DRB1 HLA-E HLA-F HLA-H ICAM3 IFITM1 IFITM2 IFITM3 IL16 IL2RG IL32 IQGAP1 IRF1 ISG15 ISG20 ITGAL ITGB2 JUNB KLF2 LCK LCP1 LIMD2 LITAF LRRFIP1 LSP1 LTB LY6E LY9 MBNL1 MSN MYH9 MYL12A NEAT1 PFN1 PIP4K2A PLAAT4 PLAC8 PRR13 PSMB8 PSMB9 PSME1 PSME2 PTPN6 PTPRC PTPRCAP PVRIG RAC2 RAP1B RCSD1 RHOH RIPOR2 RNF213 RPL13A RPL28 S100A10 S100A11 S100A4 S100A6 SELL SEPTIN1 SERF2 SH2D1A SH3BGRL3 SKAP1 SP100 SP110 SRGN STK10 STK17B SYTL1 TAGAP TAGLN2 TAPBP TBC1D10C TMC8 TSC22D3 TXNIP UCP2 UTRN VAMP8 XAF1 ZFP36 ZFP36L2 FAN_EMBRYONIC_CTX_BIG_GROUPS_CAJAL_RETZIUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_EMBRYONIC_CTX_BIG_GROUPS_CAJAL_RETZIUS ABCA17P ABLIM1 ACHE ACKR1 ACLY ACOT7 ACSL4 ACYP2 ADAM12 ADAMTS2 ADARB1 ADCYAP1 ADM2 ADRA2C AGPAT1 AGPAT2 AGTR1 AHNAK AIM2 AKAP1 ALDOA AMIGO2 ANGPT1 ANKRD29 ANTKMT ANXA6 APLP2 ARHGAP22 ARHGDIG ATF5 ATP13A2 ATP1A3 ATP5F1A ATP5F1B ATP5F1C ATP5F1E ATP5IF1 ATP5MC1 ATP5MC3 ATP5ME ATP5MK ATP5PD ATP6AP1 ATP6V0B ATP6V0C ATP6V0E2 ATP6V1A ATP6V1E1 ATP6V1G2 ATP6V1H B3GNT4 B4GAT1 BAIAP2 BCAP31 BCAR3 BEX2 BNIP3 BRINP3 C11orf87 C1QTNF3 C1orf122 C1orf53 C7 CA2 CABP7 CACNA2D3 CALB2 CALM3 CALY CAMK2D CAPN1 CAPN8 CASZ1 CBLN1 CBLN4 CCDC13 CCDC85A CCDC88C CD164L2 CD47 CDH1 CDH18 CDH4 CDIP1 CDK14 CDKN1A CEND1 CHGB CHST2 CKMT1A CKMT1B CLCF1 CLEC2L CLSTN1 CLSTN2 CLU CLUL1 CMC2 CNGA3 CNTNAP1 CNTNAP2 COL18A1 COL6A1 COPS7A COPS8 COX14 COX4I1 COX5A COX5B COX6A1 COX6C COX7A1 COX7B COX7C COX8A CPE CPEB1 CPM CPNE9 CRABP2 CRACR2B CRYAB CTNNB1 CXXC5 CYB561 CYB5A CYB5R3 CYCS CYGB CYP26A1 CYP3A5 CYP4X1 CYSTM1 DDAH1 DDT DEFB1 DEGS1 DEGS2 DHCR7 DHRS11 DIABLO DIRAS2 DMRT3 DMRTA2 DNAJC12 DNER DUBR DUSP23 EBF3 EBP ECEL1 EFNA3 EGFLAM ELAPOR1 EMX2 EMX2OS ENO2 ENTPD3 EPDR1 EPHA8 EPPK1 ERICH5 F12 FAIM2 FAM118A FAM162A FAM167A FANK1 FBLN1 FBLN2 FBXO2 FCER1A FDPS FKBP2 FKBP9 FNDC5 FRMPD1 FST FSTL4 FSTL5 G6PC3 GABRG1 GADD45A GALR2 GAP43 GARIN5A GAS6 GCHFR GDF5 GFRA2 GGH GHITM GHRH GNAL GNG12 GNG3 GOT1 GPI GPR153 GPR37 GPR6 GREM2 GRM2 GSG1L GSTP1 GSTT1 GUK1 HAGH HHATL HIGD1A HINT1 HK1 HLA-A HMGCS1 HPCAL1 HS6ST2 HSD17B12 HSPA12A HSPB2 HSPB8 HTR5A HYAL3 IGFBP5 IGSF9 INAFM1 INSIG1 INSM2 IRF6 ISOC1 ISOC2 ITGA11 ITGA4 ITM2C IZUMO4 KCNIP4 KCNK4 KIAA0930 KIAA1217 KIF5C KLC1 KLHL13 KRT16P3 KRT222 L1CAM LAPTM4A LDHB LGALS1 LHFPL6 LHX1 LHX3 LHX5-AS1 LINC00316 LINC00581 LINC00668 LINC00871 LINC01133 LINC01990 LINGO2 LSAMP LSM4 LTB4R LY6E LY6H LYNX1 MAB21L1 MAOA MAP1A MAP1LC3A MAP1LC3B MAP4 MAP7D2 MARCHF1 MARCKSL1 MAST4 MDH1 ME1 MECR MFAP2 MFSD4A MGST3 MICOS10 MMP15 MRAP2 MRPL41 MSMO1 MXRA5 MXRA7 MYH14 NAA38 NACC2 NALF1 NAP1L5 NCDN NCOA7 NCS1 NDNF NDRG4 NDUFA1 NDUFA11 NDUFA12 NDUFA13 NDUFA8 NDUFA9 NDUFAB1 NDUFB3 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFS8 NEFH NEFL NEFM NELL1 NHLH2 NIPAL3 NIPSNAP3A NOL3 NPB NPTXR NQO1 NRN1 NSG1 NTRK1 NUPR1 NUPR2 OAF OLFM1 OPCML OTOS PARD3 PCBP3 PCMT1 PCOLCE2 PCP4 PCP4L1 PCSK1 PCSK1N PDE4B PEG3 PERP PFKP PGAM1 PGF PGRMC2 PHEX-AS1 PHLDA3 PIDD1 PIN1 PKM PKP1 PKP2 PLCB4 PLCL1 PLD1 PLD3 PLOD2 PLPP2 PLSCR4 POLR2L PPARGC1A PPL PPP2R1A PRAF2 PRDX2 PRDX5 PRKAG2 PRKAG2-AS1 PRKAR1A PRPH PSMA7 PTPRN PTPRN2 PTPRU PYGB QPCT RAB11FIP2 RAB37 RAB3A RAB6B RALYL RASSF6 RBMS1 RCAN1 RCAN2 REEP2 RELN RGMA RHBDD2 RHEB ROGDI RSPO2 RSPO3 RTBDN RTL8C S100A16 SAA1 SCARA3 SCG2 SCG5 SCGB1D1 SCGB1D2 SCN4B SCOC SDSL SEC61A2 SELENOW SERTM1 SEZ6L SEZ6L2 SHISA2 SLC17A6 SLC18A3 SLC22A15 SLC25A4 SLC25A5 SLC27A6 SLC2A6 SLC35F2 SLC41A3 SMIM29 SNAP25 SNCA SNCB SNRNP25 SOD1 SPINK5 SPINT2 SPOCK2 SPRYD3 ST6GALNAC2 ST6GALNAC3 ST6GALNAC5 STK32A STK32C STMN3 STPG1 STS STX1A SUSD1 SUSD4 SV2B SYNGR3 SYP TAGLN2 TANK TCTA THAP4 THSD7A THSD7B TIMM17A TM7SF2 TMCO3 TMEM130 TMEM14A TMEM151A TMEM163 TMEM229A TMEM238L TMEM255B TMEM45A TMEM47 TMEM50B TMEM59L TNFRSF11A TOLLIP TP73 TPBG TPI1 TPRG1L TRH TSPAN3 TSPAN33 TSPAN9 TSPO TSTD1 TUBA4A TUBB4B TUSC3 TXN TXNL4A UBASH3B UBE2E2 UQCR10 UQCR11 UROS VAT1 VAT1L VEGFB VSTM4 WFIKKN2 WIF1 WNT4 WRAP73 ZIC2 ZIC5 ZNF488 ZNF503 ZNF503-AS2 FAN_EMBRYONIC_CTX_BIG_GROUPS_EXCITATORY_NEURON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_EMBRYONIC_CTX_BIG_GROUPS_EXCITATORY_NEURON ACTN2 ADCY1 ARPP21 BHLHE22 CACNA2D1 CACNG8 CAMK2B CAMKV CCBE1 CSRP2 DOCK9 DOK5 DYNC1I1 ENC1 EPHB6 FBXW7 GOLGA8B GRIA2 ICA1L LHX2 LINC00342 LINC01102 MAP6 MEIS2 MIAT MLLT3 NELL2 NEUROD2 NEUROD6 PANTR1 PCLO PLXNA2 PLXNA4 POU3F2 PPP2R2B PRRT2 R3HDM1 RBFOX1 SATB2 SCN2A SEMA3C SEZ6 SLA SRCIN1 SYBU SYT5 ZBTB18 FAN_EMBRYONIC_CTX_BIG_GROUPS_GLIAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_EMBRYONIC_CTX_BIG_GROUPS_GLIAL AASS ADD3 ADGRG1 AIF1L ALDOC ANXA5 ARHGEF26 ARL6IP1 ATP1A2 ATP1B2 BCAN BCHE BMP7 BTBD17 BTG3 CADM2 CBR1 CCDC80 CD63 CD9 CKB CLU CNN3 CPE CST3 CXCL14 CYP51A1 DAD1 DAG1 DBI DCXR DDAH1 DHCR7 DNER DTNA EDNRB ENO1 EPN2 ETV1 F3 FABP5 FABP7 FHL1 FIBIN GATM GCSH GPM6B GRHPR GRID2 HACD3 HAPLN1 HEY1 HOPX IDH1 IDI1 IFI27L2 ITGB8 ITM2C LAPTM4B LDHB LIMA1 LITAF LRPAP1 LRRTM3 LUZP2 LYPD1 MDK MFGE8 MIR9-1HG MLC1 MSMO1 MT2A MT3 MYO10 MYO6 NDRG2 NKAIN4 NOVA1 NTM NTRK2 OAT OLIG1 PDE4B PHGDH PLPP3 PMP2 PON2 PRCP PRNP PRXL2A PSAT1 PTN PTPRZ1 PTTG1IP RAB31 RAMP1 RCN1 RDH11 RFX4 RHOC RTN3 S100A16 S100B SCD SCRG1 SEC11C SEMA6A SERPINE2 SHISA4 SIGMAR1 SLC1A2 SLC1A3 SLITRK2 SNX3 SOX2 SPON1 SRI TAOK3 TIMP1 TM7SF2 TMBIM6 TMEM9B TNC TPI1 TRIB2 TSC22D4 TSPAN3 TSPAN6 TSPAN7 TTYH1 TXNDC12 VIM WSCD1 FAN_EMBRYONIC_CTX_BIG_GROUPS_INHIBITORY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_EMBRYONIC_CTX_BIG_GROUPS_INHIBITORY CXCR4 DCX DLX1 DLX2 DLX5 ERBB4 GAD1 PDE4DIP PFN2 PLS3 SOX2-OT TCF4 FAN_EMBRYONIC_CTX_BIG_GROUPS_MICROGLIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_EMBRYONIC_CTX_BIG_GROUPS_MICROGLIA A2M ABCG2 ABI3 ACY3 ADAM28 ADAM9 ADAP2 ADORA3 ADRB2 AIF1 ALOX5AP ANXA5 AOAH AP1B1 APBB1IP APLP2 APOC1 APOE APPL2 ARHGAP4 ARHGDIB ARPC1B ARPC3 ARRB2 ASAH1 ATP6V0B ATP6V0E1 ATP8B4 B2M B3GNT5 BCAP31 BHLHE41 BIN1 BIN2 BLNK BST2 BTG2 C12orf75 C1QA C1QB C1QC C2 C3 C3AR1 CALR CAP1 CAPZB CASP1 CCL3 CCL4 CCND1 CCR1 CD14 CD164 CD300A CD36 CD37 CD4 CD53 CD68 CD74 CD81 CD83 CD84 CD86 CEBPD CH25H CHCHD7 CIAO2A CKS2 CMTM6 CMTM7 CNPY3 COLGALT1 CORO1A COTL1 CPED1 CPVL CREG1 CRYBB1 CSF1R CSF3R CTSB CTSC CTSD CTSH CTSL CTSS CX3CR1 CXCL16 CYBA CYBB CYFIP1 CYTH4 DAB2 DAGLB DDIT4 DEGS1 DHRS3 DHRS9 DNAJB1 DNASE2 DOCK2 DOCK4 DOCK8 DPP7 DUSP1 EGFL7 EGR1 ELF1 ENTPD1 EPB41L2 EVI2A EVI2B FCER1G FCGR1A FCGR1BP FCGR1CP FCGR2A FCGR3A FCGRT FGD2 FMNL3 FOLR2 FOS FOSB FPR1 FYB1 GAA GADD45B GAL3ST4 GAS6 GATM GGTA1 GIMAP4 GLIPR1 GLRX GLUL GM2A GMFG GNB4 GNG5 GNG7 GPN3 GPR183 GPR34 GPSM3 GPX1 GRN GSN GYPC H1-2 H2AJ HAVCR2 HCK HCLS1 HCST HERPUD1 HEXA HHEX HLA-B HLA-C HLA-E HMOX1 HPGDS HSPA1A HSPA1B HSPA5 HSPB1 HTRA1 HVCN1 IER2 IER3 IFI16 IFI30 IFNGR1 IGF1 IGSF6 IKZF1 IL10RA IL13RA1 IL17RA IL6R IL6ST INPP5D IPCEF1 IRAG2 IRF8 ITGAM ITGAX ITGB2 ITM2B ITPR2 JUN JUNB KCTD12 KLF2 LAIR1 LAMP2 LAP3 LAPTM5 LAT2 LCP1 LGALS9 LGMN LHFPL2 LILRB4 LIMS1 LINC00996 LINC02256 LINC02712 LIPA LPAR5 LPAR6 LPCAT2 LST1 LTC4S LY86 LY96 LYN LYST MAF MAN2B1 MED12L MEF2A MERTK METTL7A MFSD1 MGAT4A MGST2 MILR1 MIS18BP1 MKNK1 MNDA MPEG1 MRC1 MROCKI MS4A7 MYO1F NAA20 NAGA NAIP NCF4 NCKAP1L NEAT1 NFE2L2 NFKBIA NFKBIZ NINJ1 NPC2 NPL OAS1 OLFML3 OLR1 OSTF1 OTUD1 OTULINL P2RX4 P2RY12 P2RY13 PARVG PDGFB PDK4 PDPN PFN1 PIH1D1 PLA2G15 PLD3 PLD4 PLEK PLVAP PLXDC2 POLD4 PPP1R15A PPP1R18 PPT1 PRR13 PSAP PTAFR PTGS1 PTPN6 PTPRC PTPRE PYCARD RAB3IL1 RB1 RCSD1 REEP4 RGS1 RGS10 RGS19 RGS2 RHBDF2 RHOB RHOG RIN2 RNASE6 RNASET2 RNF130 RNF213 RUBCNL S100A11 SALL1 SAMSN1 SAT1 SCAF11 SCAMP2 SELPLG SERF2 SERP1 SERPINA1 SERPINB6 SERPINB9 SERPINF1 SFMBT2 SIGLEC10 SIGLEC8 SIRPA SKAP2 SLC1A3 SLC29A3 SLC7A7 SLC7A8 SLC9A9 SLCO2B1 SOCS6 SORL1 SP100 SPP1 SRGN ST6GAL1 STAB1 STING1 STOM SUSD3 SYK SYNGR2 TAGAP TAL1 TAPBP TBXAS1 TCIRG1 TFEC TGFBR2 TLN1 TLR10 TLR4 TLR7 TMBIM4 TMEM119 TMEM35B TMEM52B TMIGD3 TNFRSF1A TNFRSF1B TPP1 TREM2 TYROBP UCP2 VAMP8 VDAC1 VMP1 VSIG4 VSIR WASF2 XAF1 XBP1 ZFHX3 ZFP36 ZFP36L1 ZFP36L2 FAN_EMBRYONIC_CTX_BRAIN_B_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_EMBRYONIC_CTX_BRAIN_B_CELL ACAP1 ADD3 AFF3 ALOX5 ARHGAP15 ARID5B ATP2A3 BANK1 BCL7A BIRC3 BMS1P20 BTG1 CD19 CD22 CD37 CD47 CD48 CD52 CD55 CD69 CD72 CD74 CD79A CD79B CLEC2D CORO1A CRIP1 CXCR4 CYB561A3 CYTIP EBF1 EEF1D ELF1 FCMR FCRL1 FCRL2 FCRLA GAS5 GPR18 HLA-A HLA-B HLA-C HLA-DMA HLA-DMB HLA-DPA1 HLA-DPB1 HLA-DQA2 HLA-DQB1 HLA-DRA HLA-DRB1 IGLL5 IKZF3 IL2RG ISG20 KIAA0040 LIMD2 LINC00926 LINC01781 LSP1 LTB LY9 MS4A1 MZB1 NCF1 NCF1C NIBAN3 P2RX5 PAX5 PCNP PDE4B PDLIM1 PIM2 PLAC8 PLEKHA2 PPP1R14A PSMB9 PSME1 PSME2 PTPN6 PTPRCAP QRSL1 RAC2 RALGPS2 RHOH RIPOR2 RPL13A SEPTIN1 SEPTIN6 SLC38A1 SMIM14 SP110 SP140 SPIB SWAP70 SYTL1 TAGLN2 TCL1A TTN TXNIP UTRN VPREB3 FAN_EMBRYONIC_CTX_BRAIN_EFFECTOR_T_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_EMBRYONIC_CTX_BRAIN_EFFECTOR_T_CELL ABI3 ACAP1 ADAM8 ADGRE5 AKNA APOBEC3G ARHGEF3 ARID5A ARPC5L BTG1 BTN3A2 CARD16 CCL4 CCND3 CD160 CD244 CD247 CD3E CD44 CD48 CD69 CD7 CD96 CDC42SE2 CHST12 CLEC2B CLIC1 CLIC3 CMC1 CORO1A CRIP1 CST7 CTSW CYTIP DENND2D DGUOK DOK2 DUSP2 EMP3 EOMES FGFBP2 FGR FKBP11 FYN GIMAP4 GIMAP7 GMFG GPR65 GZMA GZMB GZMH HCST HLA-A HLA-B HLA-C HLA-F HLA-H HOPX HSH2D ICAM3 ID2 IFITM1 IFITM2 IL18RAP IL2RB IL2RG IQGAP1 IQGAP2 IRF1 ITGAL KLRB1 KLRC1 KLRC3 KLRD1 KLRF1 LAIR2 LCK LCP1 LIMD2 LINC00861 LITAF LSP1 LY6E MSN MYL12A NHERF1 NKG7 PIP4K2A PLAAT4 PLAC8 PLEK PRF1 PRKACB PRKCH PSMB9 PTPN4 PTPRC PTPRCAP PVRIG PYHIN1 RAC2 RAP1B RASSF5 RIPOR2 RUNX3 S100A4 S1PR5 SAMD3 SEPTIN1 SEPTIN6 SH2D1A SH2D1B SH2D2A SKAP1 SLAMF7 SPON2 SRGN STAT4 STK10 STK17B SYNE1 SYTL1 TARP TBC1D10C TMEM71 TSEN54 TSTD1 TXK TXNIP XCL1 XCL2 ZAP70 FAN_EMBRYONIC_CTX_BRAIN_ENDOTHELIAL_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_EMBRYONIC_CTX_BRAIN_ENDOTHELIAL_1 ABCB1 ABHD17A ABLIM1 ABLIM3 ACE ACTN4 ACVR1 ACVRL1 ADAM15 ADCY4 ADGRF5 ADGRL2 ADGRL4 ADM AFAP1L1 AFAP1L2 AFDN AHNAK AIF1L ALPL ANGPT2 ANXA1 APCDD1 APLNR APOL4 APOLD1 ARAP3 ARHGAP18 ARHGAP29 ARHGEF15 ARL2 ATP10A AXIN2 BBS9 BCL6B BCR BEX3 BHLHE40 BLCAP BMPR2 BSG BST2 C12orf57 C1orf115 C1orf54 CA2 CA4 CALCRL CAPN2 CARHSP1 CAV1 CAV2 CAVIN1 CAVIN2 CAVIN3 CCDC141 CCDC186 CCN1 CD151 CD200 CD27 CD320 CD34 CD82 CD9 CD93 CDA CDC42EP1 CDC42EP4 CDH11 CDH2 CDH5 CDH6 CEP112 CETP CGNL1 CHST12 CLDN5 CLEC14A CLEC2B CLEC3B CLIC1 CLIC4 CLIC5 CLTB CNN3 COBLL1 COL5A2 COL6A2 COX7A1 CPD CRIP2 CSRP1 CSRP2 CTHRC1 CYB5A CYB5R3 CYYR1 D21S2088E DACH1 DEGS2 DGAT1 DIPK1B DIPK2B DLC1 DLL4 DNAJC1 DNPEP DOCK9 DOK4 DPEP1 DSP DSTN EBF1 ECE1 ECM1 ECSCR EDN1 EFNA1 EFR3B EGFL7 ELN EMCN EMP2 ENG EPAS1 ERG ESAM ESYT2 FAM171A1 FAM43A FHL3 FKBP1A FKBP9 FLNB FLT1 FLT4 FN1 FOXC1 FOXF1 FOXF2 FOXQ1 FRY FSTL1 FXYD5 FZD4 FZD6 GADD45A GALNT18 GBP4 GDPD5 GGT5 GIMAP7 GJA1 GNG11 GPCPD1 GPD1L GRPEL2 HAPLN3 HDAC7 HEG1 HES1 HEY1 HID1 HIP1R HMCN1 HOPX HPCAL1 HSPA12B HYAL2 ID1 ID3 IFI27 IFI35 IFI44 IFI44L IFI6 IFIT1 IFITM1 IFITM3 IFNAR2 IGF1R IGF2BP2 IGFBP2 IGFBP4 IGFBP7 IL32 IMPDH1 INSR ISG15 ITGA5 ITGA6 ITM2A ITPR3 JAM2 JCAD JUP KANK3 KDR KIAA1671 KITLG KLF4 KLHL5 LAMA4 LAMA5 LAMB1 LAMB2 LAMC1 LAPTM4A LAPTM4B LDLRAD3 LEF1 LIFR LIMS2 LMCD1 LMO2 LRATD1 LRP8 LRRC17 LSR LXN LY6E MAGED2 MAGI1 MALT1 MANSC1 MAOA MAP4K2 MATN2 MDK MECOM MEGF6 MFAP2 MFSD2A MGST2 MICALL2 MLEC MMP25 MMP28 MMRN2 MOB2 MSRB3 MT1E MT1F MT1X MT2A MX1 MYCT1 MYH10 MYLK2 MYO10 MYO1B MYO6 MYORG NAMPT NECTIN2 NEIL1 NES NHERF2 NIBAN2 NID1 NID2 NKD2 NOS3 NOSTRIN NOTCH1 NOTCH4 NPDC1 NPIPB3 NQO1 OCIAD2 OCLN OXR1 PALMD PAM PARP12 PARVA PCAT19 PCBD1 PCDH12 PDE4B PDLIM2 PDXK PECAM1 PELO PFKL PGRMC1 PHLDB1 PIK3R6 PKP4 PLAAT3 PLCB4 PLEKHG1 PLK2 PLLP PLS3 PLXND1 PODXL POMP PON2 PPA1 PPFIBP1 PPIC PPM1H PRCP PREX2 PRKCH PROCR PROM1 PRSS12 PRXL2A PRXL2B PTP4A3 PTPRB PTPRG PTPRM PXDN PXN QPCT RAI14 RAMP2 RAPGEF4 RAPGEF5 RASGRP3 RASIP1 RBP1 RELL1 RFTN2 RGCC RGS3 RHOC RHOJ ROBO4 RPS6KA2 RRAGA RUNDC3B S100A10 S100A13 S100A16 S1PR1 SAMM50 SCARB1 SEMA3G SEMA6A SERINC5 SERPINH1 SESTD1 SH2D3C SHC2 SLC14A1 SLC16A1 SLC16A14 SLC16A2 SLC1A4 SLC2A1 SLC2A3 SLC31A1 SLC38A3 SLC38A5 SLC39A10 SLC39A8 SLC3A2 SLC52A2 SLC5A6 SLC7A1 SLC7A11 SLC7A5 SLC7A8 SLCO1A2 SLCO2A1 SMAD1 SMAGP SMG1P2 SMTN SNTB2 SORBS1 SORBS3 SOX17 SOX18 SOX7 SPARC SPARCL1 SPINK8 SPOCK2 SPTBN1 SRARP ST6GALNAC1 STARD4-AS1 STRA6 STX3 STXBP1 SULT1C4 SVIL SVIP TAGLN2 TBX3 TCF4 TCN2 TDRP TEK TFRC TGM2 THSD1 TIE1 TIMP1 TJP1 TLE1 TM4SF1 TM4SF18 TMEM204 TMEM45B TMEM50B TMEM88 TMTC4 TNS2 TPM4 TRIM16 TSC22D1 TSPAN5 TSPAN6 TSPAN9 TTN TTYH2 TUBB6 TUSC3 UNC5B USHBP1 UTRN VAMP5 VIM VWA1 VWA2 VWF WFS1 WWTR1 YES1 ZDHHC9 ZIC2 ZIC3 ZNF366 FAN_EMBRYONIC_CTX_BRAIN_ENDOTHELIAL_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_EMBRYONIC_CTX_BRAIN_ENDOTHELIAL_2 AASS ABCC9 ACTN1 ADA ADAM12 ADAM33 ADGRD1 ADORA2B AEBP1 AGRN AK1 AKAP12 AKIRIN1 AMOTL1 AMOTL2 ANGPTL4 ANPEP ANXA2 ANXA6 APOD ARHGAP10 ARHGAP29 ARHGAP42 ARHGEF12 ARHGEF17 ATP1A2 ATP1B2 ATP5F1D BCHE BGN BMP1 C11orf96 C12orf57 CA4 CALD1 CAVIN3 CCDC102B CCDC3 CCDC80 CCR10 CD151 CD248 CD9 CDC42BPA CDC42EP1 CDH11 CDH6 CFAP20 CFH CLEC11A CNN3 COL18A1 COL1A2 COL3A1 COL4A1 COL4A2 COL5A2 COL6A1 COL6A2 COL9A1 COLEC12 COX7A1 COX7B CPE CPPED1 CRIP1 CRIP2 CSAG1 CSPG4 CTNNBL1 CTTN CYC1 CYTH3 CYTOR DCN DENND2B DGKH DLC1 DMD DOCK6 DPY19L2 EBF1 ECE1 ECM1 ECM2 EDNRA EFEMP2 EHD2 EMP2 EPAS1 EPB41L1 EPN2 EPS8 F2R FAM162B FAM20A FARP1 FBLN1 FERMT2 FLNA FN1 FOXF2 FOXS1 FRMD6 FRZB FSTL1 FXYD6 GALNT18 GGT1 GGT5 GJA4 GJC1 GMDS GNG11 GNG12 GOLIM4 GPER1 GPM6B GPRC5C GRM3 GUCY1A1 GUCY1A2 GUCY1B1 HCFC1R1 HES1 HES4 HEY2 HEYL HIGD1B HTRA3 IFITM1 IFITM3 IGFBP7 ILK INPP4B ISYNA1 ITGA1 ITGA11 ITGA4 ITGB1 ITIH5 ITPR1 ITSN1 JAK1 KANK2 KCNE4 KCNJ8 LAMA2 LAMA4 LAMB1 LAMB2 LAMC1 LAMC3 LDHB LGALS1 LGALS3BP LHFPL6 LIMA1 LMNA LRRC32 LUM LURAP1L LZTS1 MAGED2 MAP1LC3A MAP3K20 MCAM MDK MFGE8 MGLL MPRIP MYH9 MYL9 MYLK MYO1B MYO6 MYOF NDUFA4L2 NFATC4 NHERF1 NID1 NID2 NODAL NOTCH3 NR2F1 NR2F2 NT5DC2 NTM OLFML2A P2RY14 PAPSS2 PARD3 PARVA PCDH18 PCOLCE PDE5A PDE7B PDE8A PDE8B PDGFRB PDLIM1 PDLIM2 PDLIM7 PDZD2 PELO PGF PHACTR2 PID1 PKIG PLAC9 PLAGL1 PLCE1 PLEKHA5 PLOD1 PLS3 PLXDC1 PMP22 PPFIBP2 PPP1R12A PPP1R14A PRELP PRKG1 PTEN PTGDR2 PTH1R PTK2 PTN PTPRK PXDN RAPGEF4 RASL12 RBMS3 RBP1 RERGL RFTN1 RGS5 RHOC RNF24 S1PR3 SASH1 SELENOM SEMA5A SEPTIN11 SEPTIN4 SEPTIN7 SERPING1 SERPINH1 SGCE SGPL1 SH2D3C SLC12A2 SLC12A7 SLC20A2 SLC38A11 SLC43A3 SLC6A1 SLC6A12 SMOC2 SMTN SNAI2 SNHG18 SNRK SPARC SPARCL1 SPON2 SPRY1 ST3GAL5 STARD13 SYNE2 SYTL2 TAGLN TAGLN2 TBX18 TBX2 TBXA2R TCEAL9 TESC TFPI TGFB1I1 THY1 TIMP1 TIMP3 TJP1 TMEM204 TMEM74B TNFAIP8L1 TNFRSF21 TNKS1BP1 TNS1 TPM2 TPM4 TRIB2 TRPC6 TSPAN12 UACA UNC5B VAMP5 VCL VIM VSTM4 ZEB1 ZIC1 ZYX FAN_EMBRYONIC_CTX_BRAIN_MYELOID https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_EMBRYONIC_CTX_BRAIN_MYELOID ADA2 ADGRE5 AIP ANXA1 ANXA2 AP1S2 APOBEC3A APOBR ARF6 ARHGEF2 ATF3 BCL2A1 C1orf162 C5AR1 CALHM6 CARD16 CD300E CD44 CD48 CD52 CD74 CEBPB CFD CFP CHCHD10 CHD1 CLEC12A CLEC2B CLEC7A COTL1 CPPED1 CRIP1 CSK CSTA CTSS CXCR4 DNAJA4 DOK2 EFHD2 EMP3 FCN1 FGL2 FGR FXYD5 GPBAR1 GRK2 HCK HCST HLA-A HLA-B HLA-DMA HLA-DPA1 HLA-DPB1 HLA-DQB1 HLA-DRA HLA-DRB1 HSPA7 IER5 IFI30 IFI44L IFITM2 IFITM3 IQGAP1 IRF1 ISG15 ITGAL ITGAX JAML KLF13 KLF2 KLF4 LGALS1 LILRA5 LILRB2 LILRB3 LRRC25 LRRFIP1 LSP1 LST1 LY6E LYZ MAFB MS4A6A MT2A MX2 MYO1F NAMPT NAPSB NBPF10 NEAT1 NFKBIA NFKBIZ NLRP1 OSCAR PANK2 PLAC8 PLAUR PLCB2 PLEKHO1 PLXNB2 PNPLA6 POU2F2 PRAM1 PSMB9 PTGS2 PTP4A2 RETN RIPOR2 S100A10 S100A11 S100A4 S100A6 S100A8 S100A9 SCIMP SECTM1 SERPINA1 SIN3B SOCS3 SPI1 STXBP2 TENT5A TGFBI TIMP1 TKT TMEM131L TMEM176B TNFAIP2 TNFRSF14 TNFSF13B TRIM25 TSPAN32 TXNIP TYMP UTRN VCAN VIM WARS1 WIPI2 FAN_EMBRYONIC_CTX_BRAIN_NAIVE_LIKE_T_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_EMBRYONIC_CTX_BRAIN_NAIVE_LIKE_T_CELL ABRACL ACAP1 ACTN1 ADD3 ANXA1 APRT ARHGAP15 ARHGDIB ARHGEF1 ARL4C BTN3A2 C16orf54 CAMK4 CCND3 CCR7 CD2 CD27 CD3D CD3E CD3G CD40LG CD44 CD48 CD5 CD52 CD6 CD69 CD7 CD96 CDC42SE2 CHI3L2 CIB1 CLEC2D CNN2 CORO1A CRIP1 CXCR4 CYFIP2 CYTIP DENND2D DGKA EEF1D EMP3 EPHX2 ETS1 FAM107B FAM117B FCMR FGD3 FLT3LG FXYD5 GBP2 GIMAP4 GIMAP7 GMFG GPR171 GPSM3 GSTK1 HLA-A HLA-B HLA-C HLA-F HPGD ICAM3 ICOS ID3 IFITM1 IL16 IL27RA IL2RG IL32 IL7R ISG20 ITK JAML LAT LCK LDHB LDLRAP1 LEF1 LEPROTL1 LIMD2 LIME1 LINC00861 LPIN1 LRRFIP1 LRRN3 LSP1 LTB LY9 MAL MCUB MTERF4 MYC MYL12A NOSIP NPM1 NSMCE1 OCIAD2 OXNAD1 PCMTD2 PDCD4 PIK3IP1 PIM2 PLAAT4 PLAC8 PRKCH PRKCQ-AS1 PRMT2 PSMB8 PSMB9 PTPRC PTPRCAP PVRIG RAC2 RCAN3 RGCC RHOH RIPOR2 RPL13A RRN3P1 RSL24D1 SAMD3 SATB1 SCML4 SELL SEPTIN1 SEPTIN6 SEPTIN9 SERINC5 SH2D1A SKAP1 SMC4 STK17B STK38 STK4 SYTL1 TAGLN2 TBC1D10C TC2N TCF7 TES TESPA1 THEMIS TLE5 TMEM123 TNFAIP3 TNFAIP8 TOB1 TRABD2A TRAF3IP3 TRAT1 TSC22D3 TSTD1 TUBA4A TXK TXNIP ZAP70 FAN_EMBRYONIC_CTX_EX_1_EXCITATORY_NEURON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_EMBRYONIC_CTX_EX_1_EXCITATORY_NEURON CSRP2 EIF1B ENC1 LINC01102 MEIS2 PANTR1 SLA FAN_EMBRYONIC_CTX_EX_2_EXCITATORY_NEURON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_EMBRYONIC_CTX_EX_2_EXCITATORY_NEURON DDAH2 ENC1 EZR HSPA1B IGFBPL1 MDK MEIS2 MLLT3 NFIA NFIB PANTR1 PHLDA1 POU3F2 PPP2R2B ZBTB20 ZFHX4 FAN_EMBRYONIC_CTX_EX_4_EXCITATORY_NEURON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_EMBRYONIC_CTX_EX_4_EXCITATORY_NEURON ABCA5 ABCC8 ACADVL ACAP3 ACTN2 ADAM11 AHI1 ANKRD18A ANKRD36 ANKRD36B ANO3 AP1G2 ARFGEF3 ARPP21 BICDL1 CACNA1A CACNA1B CACNA1C CACNA1E CACNA1G CACNA1I CAND2 CC2D1A CCDC144BP CELF2 CELF2-AS1 CELF2-AS2 CNTN3 CPNE7 CSGALNACT1 CSMD1 CSMD2 DAB2 DGKH DLGAP2 DMWD DNAJB2 DNM3OS DOCK9 DUSP5P1 DYNC2I1 EEF2K ELMOD1 ENSG00000237654 ENSG00000291211 EPHA7 ERICH3 EXD3 FADS3 FAM227A FBN3 FBXW7 FGF17 FOXK1 GABRB1 GDA GNB3 GOLGA8A GOLGA8B GRB14 GRID2 GRP GULP1 HIC2 HYDIN IGSF21 ITPR1 JAG2 JAKMIP3 KCNH7-AS1 KCNMA1 KCNQ1OT1 KHDRBS2 KIF1C KIRREL3-AS2 KLHL3 LAMA5 LGI4 LIMS2 LINC00342 LINC00504 LINC00506 LINC01410 LINC01873 LMO7 LRRC4C LRRIQ1 LTBP4 MIAT MMP17 MST1 MYLIP MYO1C MYO6 NALF1-IT1 NIN NPY1R NRBP2 NTRK3 PCLO PDIA2 PDZD2 PFKP PGM5P2 PI4KAP2 PKD1 PLEC PLEKHA6 PLXNA3 PNCK PNMA3 POU2F2 PPFIA4 PPFIBP1 PRICKLE2-AS3 PROM1 PTCH2 PTCHD4 PTPN13 PTPRD-AS1 PTPRK R3HDM1 RAP1GAP RAP1GAP2 RAPGEFL1 RASGRP2 RGS11 RNF207 RNF213 RPL23AP32 RPS6KL1 RYR2 RYR3 SAMD5 SCN2A SCN9A SEC31B SERPINB9 SGSM1 SHISA9 SLC26A4 SLC27A1 SLC2A13 SLC4A10 SLC7A5P2 SLC8A1-AS1 SLC8A3 SNX32 SPEG SPTBN4 SRRM3 STK36 STX1A STX3 SYBU SYNE1 TARBP1 TIMP3 TMEM108-AS1 TMEM178A TMEM74B TNK2 TSBP1 TSPOAP1 UACA USP32P2 FAN_EMBRYONIC_CTX_IN_1_INTERNEURON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_EMBRYONIC_CTX_IN_1_INTERNEURON ARL4D BRINP2 CXCR4 DLX2 FOS LHX6 MAF NXPH1 PDE4DIP PDZRN4 RBP1 FAN_EMBRYONIC_CTX_IN_2_INTERNEURON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_EMBRYONIC_CTX_IN_2_INTERNEURON ACKR3 BRINP2 LHX6 MAF PDZRN4 RBP1 SST FAN_EMBRYONIC_CTX_IN_3_INTERNEURON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_EMBRYONIC_CTX_IN_3_INTERNEURON BOD1L1 ERBB4 GAD1 LHX6 MAF PDE4DIP FAN_EMBRYONIC_CTX_IN_4_INTERNEURON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_EMBRYONIC_CTX_IN_4_INTERNEURON CXCR4 ERBB4 GAD1 LHX6 MAF NXPH1 PDE4DIP PDZRN4 PLS3 RBP1 FAN_EMBRYONIC_CTX_IN_5_INTERNEURON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_EMBRYONIC_CTX_IN_5_INTERNEURON CALB2 CNR1 DLX1 DLX5 DLX6-AS1 SCGN FAN_EMBRYONIC_CTX_IN_6_INTERNEURON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_EMBRYONIC_CTX_IN_6_INTERNEURON BTG1 DLX1 DLX6-AS1 HSPA1A SCGN TMEM161B-DT FAN_EMBRYONIC_CTX_MICROGLIA_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_EMBRYONIC_CTX_MICROGLIA_1 ANAPC11 ANLN ANP32E ARHGAP11A ARL6IP1 ASF1B ASPM ATAD2 ATAD5 AURKA AURKB BARD1 BIRC5 BRCA2 BUB1 BUB1B BUB3 C21orf58 CCDC18 CCNA2 CCNB1 CCNB2 CCNF CDC20 CDC25C CDC27 CDCA2 CDCA3 CDCA8 CDK1 CDK2AP2 CDKN2C CDKN3 CENPC CENPE CENPF CENPM CENPN CENPU CENPW CEP152 CEP55 CIT CKAP2 CKAP2L CKAP5 CKLF CKS1B CKS2 CLSPN CNTRL DDX39A DEK DEPDC1 DEPDC1B DIAPH3 DLGAP5 DTYMK ENSG00000187951 ESCO2 ESPL1 EVI2B EZH2 FAM111A FAM83D FANCD2 FBXO5 FOXM1 GGH GLA GTSE1 H1-3 H2AC17 H2AX H2AZ1 H2AZ2 H4C3 HERC5 HJURP HMGB2 HMMR HP1BP3 IQGAP3 ITGB3BP KIF11 KIF14 KIF15 KIF18B KIF20A KIF20B KIF22 KIF23 KIF2C KIF4A KNL1 KNSTRN KPNA2 MAD2L1 MELK MKI67 MND1 MRPL18 MXD3 MZT1 NCAPD2 NCAPG NCAPG2 NCAPH NDC80 NRM NUCKS1 NUF2 NUSAP1 PBK PCLAF PCNA PHF19 PIMREG PLK1 PLK4 POLQ PRC1 PRR11 PTTG1 RAD21 RAD51AP1 RHEB RPS27L RRM2 SGO1 SGO2 SHCBP1 SIVA1 SMC1A SMC2 SMC4 SPAG5 SPC25 SRSF10 SRSF3 TACC3 TCF19 TK1 TMEM106C TMPO TOP2A TPX2 TROAP TTF2 TTK TUBA1C TUBB4B UBE2C UBE2T ZWINT FAN_EMBRYONIC_CTX_MICROGLIA_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_EMBRYONIC_CTX_MICROGLIA_2 CCL3 CCL4 CD83 FOSB IER2 IER3 IL1B MIR23AHG PPP1R15A FAN_EMBRYONIC_CTX_MICROGLIA_3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_EMBRYONIC_CTX_MICROGLIA_3 ADAM28 ALOX5AP ASAH1 C1QB C1QC CD68 CREG1 CTSB CTSC CTSD FOLR2 GPR34 LGMN MERTK P2RY12 SIGLEC10 SLC1A3 SLCO2B1 TBXAS1 TREM2 FAN_EMBRYONIC_CTX_NSC_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_EMBRYONIC_CTX_NSC_1 CCDC80 CCND2 DLL3 DSCAM DUSP6 FOS GAD1 HNRNPA1 MCM4 MEF2C NME1 PANTR1 PDLIM1 RARRES2 RPL36A SPRY1 VIM ZEB1 FAN_EMBRYONIC_CTX_NSC_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_EMBRYONIC_CTX_NSC_2 AAMDC ACTN1 ANP32E APOLD1 ARHGAP11A ARHGAP19 ARHGEF39 ARL6IP1 ASCL1 ASF1B ASPM ATAD5 AURKA AURKB BIRC5 BTG3 BUB1 BUB1B BUB3 C21orf58 C2orf69 CALM3 CBR3 CCDC18 CCDC34 CCNA2 CCNB1 CCNB2 CCNF CDC20 CDC25B CDC25C CDCA2 CDCA3 CDCA5 CDCA8 CDK1 CDKN2C CDKN3 CENPA CENPE CENPF CENPK CENPM CENPN CENPW CEP135 CEP44 CEP55 CEP70 CHEK2 CIP2A CKAP2 CKAP2L CKAP5 CKS1B CKS2 CLIC1 CNIH4 CNTRL COX8A DBF4 DCTN3 DCXR DDX39A DEPDC1 DEPDC1B DIAPH3 DLGAP5 DTYMK ECT2 EEF1AKMT2 EIF4E EMC9 ESCO2 ESPL1 EZH2 FAM110A FAM83D FBXO5 FOXM1 G2E3 GAS2L3 GGH GINS1 GTSE1 H2AX H2AZ1 H2AZ2 HIRIP3 HJURP HMGB2 HMGB3 HMMR HP1BP3 HSD17B11 HYLS1 ILF2 JADE1 JPT1 KIF11 KIF14 KIF15 KIF18A KIF18B KIF20A KIF20B KIF22 KIF23 KIF2C KIF4A KIF5B KIFC1 KMT5A KNL1 KNSTRN KPNA2 LBR LDHA LGALS1 LMNB1 LMO7 LRRCC1 LSM5 MAD2L1 MED19 MELK MIS18BP1 MKI67 MKKS MND1 MRPL51 MXD3 MZT1 NCAPD2 NCAPD3 NCAPG NCAPG2 NCAPH NDC80 NDE1 NEIL3 NEK2 NEURL1B NMU NOSIP NRM NSRP1 NUCKS1 NUDT1 NUF2 NUSAP1 ODF2 OIP5 ORC6 PARPBP PBK PHF19 PIF1 PIMREG PLIN3 PLK1 PLK4 POC1A POLR2D PPP2R5C PPP2R5D PRC1 PRR11 PSME2 PSRC1 PTTG1 RACGAP1 RAD21 RAN RANGAP1 RARRES2 RASSF1 RBMX REEP4 REXO5 RFC3 RHEB RHNO1 RNF26 RNF4 RPL39L RRM2 RTKN2 RUVBL2 SAPCD2 SGO1 SGO2 SHCBP1 SKA1 SKA2 SKA3 SMC2 SMC4 SMTN SNRPA1 SPAG5 SPC25 SPDL1 STIL TACC3 TK1 TMPO TMSB15A TMSB15B TNFAIP8L1 TOP2A TPM2 TPX2 TRAIP TRIM59 TRIP13 TROAP TTF2 TTK TUBA1C TUBB4B TUBB6 TUBG1 UBE2C UBE2S UBE2T UCP2 VDAC3 VRK3 WDR54 XRCC4 ZWINT FAN_EMBRYONIC_CTX_OLIG https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_EMBRYONIC_CTX_OLIG A1BG AATK ABCA2 ABHD17A ABHD17B ABHD6 ABLIM2 ACAN ACER3 ACSBG1 ACSL1 ADAMTS18 ADAMTS4 ADAP1 ADCK2 ADCY5 ADIPOR1 ADIPOR2 ADO AGAP1 AGFG1 AGPAT1 AGPAT4 AGPS AIDA ALAD AMBRA1 AMER2 AMOTL2 AMPD3 ANK3 ANKH ANKRD40 ANKRD44 ANKS1B ANLN ANO10 ANO4 AOPEP APBB1 APCDD1 APIP APLN APLP1 APOD APP AQP6 ARHGAP22 ARHGAP23 ARHGEF10 ARHGEF2 ARHGEF37 ARL2 ARPC5 ASB1 ASPA ATF7 ATG4C ATL3 ATP10B ATP1B1 ATP5F1E ATP6V0B ATP8A1 ATP9B AZGP1 BACE1 BACE2 BBX BCAR1 BCAS1 BCOR BEST1 BIN1 BLOC1S2 BMP8A BOK BORCS5 BPNT2 BROX BRSK1 BTBD16 BTBD3 BZW2 C11orf58 C11orf71 C12orf76 C1orf122 C1orf198 C21orf91 C4orf33 C5orf15 C6orf47 CA14 CA2 CAHM CANT1 CAPN3 CARNS1 CBR1 CCDC90B CCNY CCNYL1 CD164 CD200 CD22 CD47 CD9 CDC42EP2 CDC42SE1 CDH19 CDK17 CDK18 CDKN1C CDKN2AIPNL CDR2L CEP104 CERS2 CFAP95 CFL2 CHADL CHAMP1 CHN2 CILK1 CLASP2 CLCA4 CLCN3 CLCN4 CLDN11 CLDND1 CLIC4 CLMN CLN8 CMTM5 CNDP1 CNP CNTN1 CNTN2 COBL COL16A1 COL4A5 COLGALT2 COPA COPS2 CORO2B CPD CPM CPOX CREB5 CRYAB CSF1 CSRP1 CTNNA1 CTNNA3 CTSV CTTN CYB5R2 CYLD CYP2J2 CYP51A1 DACT3 DCTN1 DEGS1 DENND5A DEPTOR DESI1 DHCR24 DIP2B DIXDC1 DLG1 DLG2 DNAAF9 DNAH17 DNAJA4 DNAJB2 DNAJC12 DNAJC6 DNM2 DNM3 DOCK10 DOCK9 DTD2 DTNB DUSP10 DUSP26 DUSP7 DYNC1I2 EDIL3 EEIG1 EGLN3 ELAPOR2 ELAVL3 ELL2 ELOVL1 ELOVL6 ELOVL7 EMC10 EML2 ENDOD1 ENPP2 ENPP4 ENPP6 EPB41L2 EPB41L3 EPS15 ERBB3 ERMN ERMP1 ERRFI1 ETFRF1 ETV6 EVI2A FA2H FADS1 FAH FAIM FAIM2 FAM107B FAM124A FAM131B FAM13C FAM174A FAM177A1 FAM221A FAM222A FAR1 FAXDC2 FBN1 FBXO32 FDFT1 FECH FEZ1 FGFR2 FIS1 FLNB FMNL2 FNBP1 FNIP1 FNTA FOLH1 FRMD4B FRS3 FRY FRYL FUT8 GAB1 GAB2 GAL3ST1 GALC GALNT15 GALNT6 GAMT GAREM1 GARRE1 GAS6 GAS7 GDE1 GIPC1 GJB1 GJC2 GLDN GLTP GNAI1 GNG7 GOLGA7 GOT1 GPR155 GPR37 GPR62 GPRC5B GRB10 GRIN2A GSN GSN-AS1 GTDC1 H1-2 H2AJ H2BC21 HAGLR HAPLN2 HBEGF HDAC11 HEYL HHIP HID1 HIPK2 HMGCS1 HMOX2 HOOK3 HOXD1 HR HSD3B7 HSPA2 HTATIP2 IFNGR1 IGSF11 IGSF8 IKZF5 IL1RAPL1 IL6ST INF2 INPP5A INTS13 IPO13 ITPKB JAM3 JOSD2 JPT2 KANK4 KATNIP KBTBD3 KCNJ10 KCNJ2 KCNMB4 KCTD8 KDM4C KIAA0930 KIF13A KIF13B KIF1A KLF13 KLHL21 KLHL24 KLHL32 KLK6 KRT16P1 KTN1 LACTB2 LAMP1 LAMP2 LANCL1 LARP6 LASP1NB LCOR LDB3 LDLR LDLRAD4 LDLRAP1 LGI3 LHPP LIG4 LIMD1 LINC00323 LINC00467 LINC01170 LINC01770 LINC03013 LIPA LMNA LPAR1 LPGAT1 LRRC8B LRRC8D LZTS2 MAG MAL MAN2A1 MANEA MANSC1 MAP1A MAP1LC3B MAP4K4 MAP6D1 MAP7 MAP7D1 MAPK6 MAPK8IP1 MAPRE2 MARCHF1 MARCHF2 MARCKSL1 MAST3 MBNL2 MBP MCAM MEGF9 MFSD12 MFSD14B MFSD6 MGAT5 MICALL1 MIGA1 MINDY3 MITF MOB3B MOBP MOG MOSPD2 MPC1 MPP2 MPV17L2 MTMR10 MTMR2 MTMR7 MTRR MTUS1 MVB12B MYLK MYO1D MYO1E MYRF NACAD NAV2 NBR1 NCOA7 NCOR2 NDRG1 NDUFAF3 NECTIN1 NEK7 NENF NEO1 NFASC NGFR NINJ2 NIPA1 NIPAL3 NIPAL4 NIPSNAP3A NKAIN2 NKX6-2 NLRP14 NOL4L NPC1 NTM-AS1 NUAK1 NUDT12 NXPE3 OLIG2 OPALIN ORMDL2 OSBPL1A OSTF1 P2RX7 PABIR1 PACC1 PACRG-AS3 PACS2 PADI2 PAIP2 PAIP2B PAK1 PAPSS1 PAQR6 PCBP4 PCP4 PCSK6 PCSK7 PDE1A PDE3B PDE4DIP PDE8A PDXP PEDS1 PELI1 PEX5L PFDN2 PGAP4 PHC2 PHLDA3 PHLDB1 PHYHIPL PICALM PIGG PIK3IP1 PIP4K2A PIP5K1B PITPNA-AS1 PKP4 PLA2G4C PLAAT3 PLAT PLD1 PLEKHA1 PLEKHB1 PLEKHG3 PLEKHH1 PLLP PLOD3 PLP1 PLPP1 PLPP2 PLXNB3 PM20D1 POMGNT1 PPFIBP2 PPP1R14A PPP1R16B PPP2CB PPP2R2A PPP2R5B PRDM2 PREX1 PRICKLE1 PRIMA1 PRKACB PRKAR1A PRKCQ-AS1 PRKCSH PRR18 PRRG1 PSD3 PSEN1 PTGDS PTK2 PTP4A2 PTPDC1 PTPRD PXK QDPR QKI RAB11B-AS1 RAB21 RAB33A RAB40B RAB9A RALGDS RALY-AS1 RAP1A RAP2A RAPGEF5 RASA3 RASGEF1B RASGRF2 RASGRP3 RASSF2 RBM48 RCAN1 RCBTB1 REEP3 RELT RETREG1 RGS3 RHOB RHOG RHOU RICTOR RNASE1 RNF103 RNF13 RNF130 RNF220 ROGDI ROPN1 RPS6KA2 RRAGC RRAS2 RRBP1 RTKN RTN4 RXRG RYBP S100B S1PR5 SAMD12 SAMD8 SAV1 SBDS SCAMP5 SCARB1 SCARB2 SCD SCG5 SEC14L5 SECISBP2L SELENOI SELENOW SEMA3D SEMA4D SEPHS2 SEPTIN10 SEPTIN4 SEPTIN8 SERINC1 SERINC5 SERPINI1 SESN1 SETD7 SFT2D1 SFTPC SGCB SGK2 SH3GL3 SH3KBP1 SH3TC2 SHISA2 SHISA4 SHKBP1 SHTN1 SIK3 SILC1 SIRT2 SLAIN1 SLC12A2 SLC13A3 SLC16A8 SLC18A2 SLC22A15 SLC22A23 SLC22A6 SLC24A2 SLC25A46 SLC27A4 SLC31A2 SLC35A5 SLC44A1 SLC45A3 SLC4A2 SLC6A15 SLC6A9 SLC7A14 SLCO1A2 SLCO3A1 SMAD7 SMIM13 SMPD1 SMURF1 SNHG9 SNX29 SNX30 SORT1 SOX10 SOX2-OT SOX8 SPATA13 SPATA2 SPNS2 SPOCK3 SPSB1 SPTLC2 SPTSSA SRD5A3 SRSF8 SSH2 ST18 ST3GAL5 ST6GALNAC3 STAMBP STIM1 STIMATE STK39 STMN4 STRN STX4 STX6 SUN2 SUSD6 SVIP SYNGR2 SYNJ2 SYT11 SYT9 TAF10 TARS3 TBC1D12 TBC1D9 TCP11L2 TCTA TECPR2 TECR TESK2 TF TFEB THEMIS2 TIGAR TIMP2 TJAP1 TJP2 TLCD5 TMBIM1 TMC6 TMCC2 TMCC3 TMEFF2 TMEM123 TMEM125 TMEM128 TMEM132B TMEM144 TMEM151A TMEM178A TMEM184B TMEM209 TMEM230 TMEM256 TMEM50A TMEM63A TMEM64 TMTC1 TMTC2 TMTC4 TNS2 TNS3 TOGARAM1 TOM1L2 TP53INP2 TPD52 TPPP TPRN TRAM1L1 TRIM2 TRIM62 TRIP12 TSC22D3 TSC22D4 TSEN15 TSPAN15 TSPAN19 TSPAN9 TTL TTLL7 TTYH2 TUBB4A TULP4 TXNDC9 TYRO3 UBE2E2 UBE2H UBE2Q1 UBE2Z UBE4B UBL3 UBR1 UGT8 ULK2 UNC13B UNC5B UNC5C USP12 VAMP3 VKORC1L1 VMP1 VSTM2B VWA1 WASHC5 WIPI1 WNK1 YPEL2 ZCCHC17 ZDHHC11 ZDHHC9 ZEB2 ZER1 ZFAND5 ZFP57 ZFYVE19 ZFYVE28 ZNF146 ZNF160 ZNF189 ZNF365 ZNF488 ZNF536 ZSWIM6 FAN_EMBRYONIC_CTX_OPC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_EMBRYONIC_CTX_OPC APOD ARL2BP ARL4A ATCAY BCHE BEX1 BRINP1 BRINP3 C2orf80 CA10 CCND1 CNPY2 CNTN1 COL20A1 COL9A1 CXADR EPN2 FIP1L1 GPR17 GRIA2 IL1RAP KLRC2 LHFPL3 LIMA1 LRRC4C LRRK2 MEG3 MPZL1 NXPH1 OLIG1 PCDH15 PCDH20 PCSK1N PDE4B PDGFRA PHLDA1 PLAT PLLP PLPPR1 SCG3 SCN1A SCRG1 SEMA5A SERTAD4BP SLC1A1 SLC35F1 SNAP25 SNTG1 SPRY4 TAOK3 THY1 TM4SF1 TSPAN13 UCHL1 VXN FAN_OVARY_CL0_XBP1_SELK_HIGH_STROMAL_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_OVARY_CL0_XBP1_SELK_HIGH_STROMAL_CELL ARID5B ATP1A1 ATP1B1 BTF3 C11orf96 CCNG1 CEBPB CHMP4B CIRBP CLEC2B CNN3 CTNNAL1 CYCS DCN DDX21 DNAJB6 DNAJB9 EEF1D EIF1 EIF1B EIF2S2 EIF3E EIF4A2 EIF4E EIF5 EPB41L4A-AS1 ERRFI1 FAU FBL FGF7 FHL2 GNL3 H2AZ1 HBP1 HERPUD1 HES1 HSP90AB1 HSP90B1 HSPA5 HSPA9 HSPD1 HSPH1 IFRD1 IGFBP5 INSIG1 IQCG LUM MAPRE1 MEG3 MORF4L2 NACA NEAT1 NFE2L2 NPM1 NUPR1 PABPC1 PAPOLA PEG10 PFDN5 PNRC1 PNRC2 PTGES3 PTMA PTP4A1 RACK1 RBMX RHEB RPL10 RPL10A RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL21 RPL23A RPL24 RPL26 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35A RPL36 RPL36A RPL36AL RPL38 RPL39 RPL41 RPL5 RPL6 RPL7 RPL8 RPL9 RPLP1 RPLP2 RPS12 RPS13 RPS14 RPS15 RPS18 RPS19 RPS2 RPS23 RPS24 RPS27 RPS27A RPS3 RPS3A RPS4X RPS5 RPS6 RPS8 RPS9 RSL1D1 RSL24D1 RSRC2 SAR1A SAT1 SDC2 SELENOK SELENOS SERP1 SLC40A1 SNHG32 SNHG7 SNHG8 SPTSSA SRSF10 ST13 STAR STK17A TMED2 UBE2B VAPA XBP1 YBX1 ZFAS1 FAN_OVARY_CL10_PUTATIVE_EARLY_ATRESIA_GRANULOSA_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_OVARY_CL10_PUTATIVE_EARLY_ATRESIA_GRANULOSA_CELL ACTB ACTG1 ALDOA AMH ANAPC11 ANXA6 AP2M1 AP2S1 APEX1 APOA1 APRT ARPC2 ARPC3 ARPC5 ATP5F1A ATP5F1B ATP5F1C ATP5F1E ATP5IF1 ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5MJ ATP5MK ATP5PF ATP5PO AURKAIP1 BANF1 BEX1 BEX3 BEX4 BTF3L4 CALM2 CALM3 CAMTA1 CBX3 CD99 CFDP1 CFL1 CIAO2B CKB CLIC1 CLNS1A COPE COPS6 COPS9 COX4I1 COX5A COX5B COX6B1 COX7A2 COX7C COX8A CSTB CWC15 CYC1 DBI DDAH2 DDX24 DGUOK DMAC1 DNPH1 DUT DYNLL1 DYNLT1 EAPP ECH1 ECHS1 EEF1G EIF3L ELOB ERH FDXR FHL2 FSCN1 GABARAP GADD45GIP1 GAPDH GATM GNG5 GPX3 GRIK1 GSTA1 GSTA4 GSTP1 GTF2H5 H2AZ1 H3-3A HDAC2 HIGD2A HINT1 HMGB1 HMGB2 HMGN1 HMGN2 HNRNPA1 HSBP1 HSD17B1 ID3 IDH1 IFI27 LCMT1 LDHB LSM3 LSM4 LSM5 LSM7 LY6E MACROH2A1 MAGED2 MARCKSL1 MDH1 MDH2 MDK MEAF6 MGARP MGST3 MICOS10 MORF4L1 MPST MRPL16 MRPL51 MRPS21 MYL12B MYL6 MZT2A MZT2B NDFIP1 NDP NDUFA1 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA3 NDUFA4 NDUFA7 NDUFAB1 NDUFB11 NDUFB2 NDUFB4 NDUFB7 NDUFB8 NDUFC1 NDUFC2 NDUFS4 NDUFS5 NDUFS6 NDUFS8 NDUFV2 NEDD8 NHP2 NME1 NME4 OST4 PARK7 PDCD5 PEBP1 PFN1 PHB1 PHF6 PHPT1 PIN1 PKM PLA2G12A PLAAT3 PLEKHJ1 PLIN3 POLR2F POLR2I POLR2L POMP PPDPF PPP1CA PPP1R14A PPP4C PRDX2 PRDX3 PRDX5 PRMT2 PRSS23 PSMA3 PSMA4 PSMA7 PSMB2 PSMB3 PSMB5 PSMB6 PSMB7 PSMC1 PSMC3 PSMD4 PTMA PTRHD1 PYURF RAN RANBP1 RBP1 RBX1 ROMO1 RPL3 RPL35 RPL36A RPS14 RPS17 RPS19 RPS25 RPS27L S100A10 S100A16 SDHC SELENOH SEM1 SERF2 SERPINE2 SF3B6 SKP1 SLC25A5 SLC25A6 SLIRP SMARCB1 SMS SNRPC SNRPD1 SNRPD2 SNRPE SNRPF SNRPG SNRPN SOX4 SPINT2 SPRR2F SRI SRP14 SRP9 SRSF9 SSBP1 ST3GAL4 STMN1 STOML2 SUMO2 TBCA TBCB TCEA3 TCEAL8 TCEAL9 TIMM13 TMA7 TMEM14A TMEM258 TMEM97 TMSB10 TMSB4X TNNI3 TPI1 TRAPPC4 TRMT112 TSPAN6 TUBA1A TUBA1B TUBB UBL5 UQCR10 UQCR11 UQCRQ UROS VDAC1 VDAC3 VPS29 YWHAE ZNF428 FAN_OVARY_CL11_MURAL_GRANULOSA_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_OVARY_CL11_MURAL_GRANULOSA_CELL ABI2 ACIN1 ACSL4 ACSM3 ACTG1 AFF4 AHSA1 AKAP9 AKIRIN1 AMH AMOTL2 ANKRD11 ANXA6 ARF4 ARHGAP18 ARIH1 ARL5B ARPC2 ATF3 ATF4 ATG101 ATP5MC2 ATXN1 AVPI1 AZIN1 BAG3 BAMBI BAZ1A BBX BCAT1 BEX1 BEX2 BEX3 BMPR2 BRD4 BUD31 C6orf62 CACYBP CAMTA1 CCN1 CCN2 CCND2 CCT2 CCT4 CCT6A CD47 CD55 CD59 CD99 CDH2 CDK6 CEBPD CELF1 CENATAC CFI CHIC2 CHORDC1 CHSY1 CITED2 CKB CKS2 CLIC1 CLK1 CMTM6 CMTM8 CNN2 COL4A1 CRHBP CRNDE CRY1 CSPP1 CSRP2 CTNNAL1 CTNNB1 CTSC DAAM1 DAPL1 DCP1A DCTN6 DCUN1D5 DDAH2 DDX17 DIPK2A DNAJA1 DNAJA4 DNAJB1 DNAJB4 DNAJB6 DNAJC7 DPP7 DPYSL3 DSE DSEL DSP DSP-AS1 DST DUSP14 EBPL EEF1B2 EIF3F EIF3L EIF5 ELK1 ELOVL5 EML5 ENAH ENC1 EPDR1 EPS8 ETF1 ETNK1 EXT1 EZH2 F3 FAM177A1 FAM204A FDFT1 FDPS FDXR FGD4 FHL2 FILIP1L FKBP4 FKBP9 FNDC3B FOSL2 FOXP1 FSCN1 FST FXR1 G0S2 GADD45G GARS1 GASK1B GATM GJA1 GMNN GNAI1 GPX3 GRB14 GREB1 GRIK1 GSTA1 GSTA4 H1-0 H3-3A HAPSTR1 HDAC2 HEY2 HIF1A HK1 HMGCR HMGCS1 HMOX1 HNRNPA1 HNRNPD HNRNPDL HOMER1 HOPX HS3ST1 HS6ST1 HSD17B1 HSDL2 HSP90AA1 HSP90AB1 HSPA1A HSPA1B HSPA4 HSPA6 HSPA8 HSPD1 HSPE1 HSPH1 HUWE1 IFI27 IFI35 IGF1R IGF2BP2 IGFBP2 IL6ST ILF3 ING3 INSR IRF4 IRS1 IRS2 ITGAV ITGB1 ITSN1 IVNS1ABP JMJD6 JPT1 KCNQ1OT1 KDM5A KHDRBS1 KIF1B KIF5B KLF6 KLHDC8A KLHL24 KPNB1 KRT18 KRT8 KTN1 LAMC1 LAPTM4B LCMT1 LEPROTL1 LGR4 LHFPL2 LIMS1 LIPH LMBR1L LPP LRAT LRRC8C LRRFIP2 LY6E MACF1 MAGED2 MAP1LC3A MAP3K13 MAP4K4 MARCHF5 MARCHF7 MARCKS MARK3 MCL1 MDK ME2 MED13L METAP2 MGARP MGST3 MIR22HG MRPL18 MRPL47 MRPS6 MSI2 MSMO1 MT-ATP6 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND4 MTMR2 MYL12A MYL12B MYO10 MYO6 NDFIP1 NDP NDUFB5 NECTIN2 NEXN NFE2L2 NOP58 NR5A2 NUP214 OCIAD2 OTUD7B P3H2 PAFAH1B3 PARP11 PAWR PDLIM1 PDLIM5 PGLS PGM1 PHACTR2 PHEX PHF6 PHLDA1 PIM1 PKN2 PLA2G12A PLAAT3 PLAT PLIN3 PLOD2 PMAIP1 PNN PNRC2 POLR2J3 POMP POR PPA1 PPARG PPFIBP1 PPHLN1 PPP1R12B PPP1R13L PPP1R15A PPP2CA PPP4R2 PRAME PRDM1 PRDX1 PRKAR2B PRSS23 PSMA3 PTGER2 PTP4A1 PTRHD1 PTTG1IP PUM1 RAB1A RAB2A RAB31 RAB5A RAB5IF RAD23B RANGAP1 RASL11B RBBP6 RBM22 RBMS1 RBP1 RDX RGS10 RHBDD2 RHEB RHOB RHOBTB3 RIMKLB RIOK3 RNF19A RPS25 RPSA RSRC2 RTN4 RYBP S100B SARAF SCD SEC31A SELENOP SEPTIN10 SERPINE2 SERPINH1 SFPQ SFRP4 SGK1 SIGLEC11 SINHCAF SLC16A1 SLC25A3 SLC25A37 SLC25A6 SLC39A8 SLC46A3 SLC5A3 SLCO3A1 SMAD3 SMS SNAPC1 SNCA SNRPN SOWAHC SOX4 SPINT2 SPRR2F SQLE SRPX SRSF11 SRSF2 SRSF3 ST3GAL4 STIP1 STK17B STRAP SUGT1 SUMO1 SYNE2 TAF1D TARS1 TAX1BP1 TBC1D4 TCAF1 TCEA3 TCEAL9 TCP1 TEAD1 TENT5A TES TGIF1 THAP9-AS1 THBS1 TIA1 TJP1 TLE3 TM7SF2 TMEM120A TMEM41A TMEM97 TMSB10 TNFRSF12A TNIP1 TNNI3 TNPO1 TOR1AIP2 TRAPPC4 TRIB2 TRIP6 TRMT112 TSHZ2 TSPAN6 TSPAN7 TUBA1A TXN2 TXNL1 TXNRD1 UBC UBE2D1 UBE2H UBE2S UBXN8 USO1 USP22 USP48 VAPA VCAN VDAC2 VIM VIT VMP1 WAC WASF1 WIPF3 WWC2 XIST YAF2 YAP1 YPEL2 YWHAG ZBTB10 ZC3H11A ZFAND2A ZFAND5 ZNF281 ZNF326 FAN_OVARY_CL12_T_LYMPHOCYTE_NK_CELL_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_OVARY_CL12_T_LYMPHOCYTE_NK_CELL_2 ABRACL AKAP13 ALOX5AP ANKRD12 ANXA1 ARF6 ARHGDIA ARHGDIB ARPC1B ARPC2 ATP1B3 ATP5F1E ATP6V0E1 B2M BAZ1A BIRC3 BTG1 CALM1 CAST CCL5 CD2 CD3D CD44 CD52 CD53 CD6 CD69 CD7 CDC37 CDC42 CDC42SE2 CIB1 CLDND1 CLEC2D CORO1A COX6A1 CREM CRIP1 CST7 CXCR4 CYBA CYTIP DDIT4 DUSP2 EIF1 ELF1 EML4 EMP3 EVI2A EVI2B EZR FNBP1 FTH1 FXYD5 FYN GIMAP7 GLIPR1 GPR183 H2AZ2 HINT1 HLA-A HLA-B HLA-C HLA-E IL2RG IL32 IL7R ISCU ISG20 ITM2A JAK1 KLF6 KLRB1 KMT2E LAPTM5 LEPROTL1 LRRFIP1 LTB MALAT1 MRPS6 MSN MYL6 NDUFB8 NDUFV2 NR3C1 OAZ1 OST4 PABPC1 PAIP2 PBXIP1 PDCD4 PFN1 PGK1 PHLDA1 PKM PLIN2 PLP2 POLR2L PPP1CB PPP1R2 PPP2R5C PRRC2C PSMA7 PTPRC RAP1B RGCC RHBDD2 RHOG RORA RPL27 RPL28 RPL36AL RPLP1 RPLP2 RPS10 RPS12 RPS16 RPS21 RPS26 RPS27 RPS29 S100A11 S100A4 S100A6 SAMSN1 SARAF SELENOT SH3BGRL3 SLC3A2 SPOCK2 SRGN SRSF2 SSR4 STK17A STK4 SUB1 TAGLN2 TANK TGFB1 TMEM50A TMSB4X TNFAIP3 TPM3 TPT1 TRAC TRAM1 TRAT1 TRBC1 TRBC2 TSC22D3 TSPYL2 TUBA4A TUBB4B UBA52 UBB UBC WIPF1 YPEL5 YWHAB YWHAH ZFP36L2 FAN_OVARY_CL13_MONOCYTE_MACROPHAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_OVARY_CL13_MONOCYTE_MACROPHAGE ABI1 ABL2 ABRACL ACAA1 ACOT9 ACTB ACTR2 ACTR3 ADA ADRM1 AHR AIF1 AKAP13 ALDH2 ALOX5AP ANXA1 ANXA11 ANXA2 ANXA5 AP1S2 AP2S1 ARF6 ARFGAP3 ARHGDIA ARHGDIB ARL4C ARL6IP5 ARL8B ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 ARRB2 ASAH1 ATF5 ATOX1 ATP13A3 ATP1B3 ATP2B1 ATP5F1E ATP5MF ATP5MJ ATP5MK ATP6AP2 ATP6V0B ATP6V0D1 ATP6V0E1 ATP6V1B2 ATP6V1F ATP6V1H AURKAIP1 B2M B4GALT1 BASP1 BAX BAZ1A BCL2A1 BID BLOC1S1 BLOC1S2 BLVRB BNIP3L BRI3 BTG1 BZW1 C15orf48 C1QA C1orf162 CACYBP CALHM6 CALR CAP1 CAPG CAPZA1 CAPZB CARD16 CASP1 CASP4 CCR7 CD14 CD1C CD37 CD44 CD48 CD52 CD53 CD58 CD63 CD68 CD74 CD83 CD86 CDC37 CDC42 CDC42EP3 CDC42SE1 CDKN1A CEBPB CFD CFL1 CFLAR CFP CHCHD10 CHMP1B CHMP4B CIB1 CKLF CLEC10A CLEC7A CLIC1 CLIC2 CMTM6 CNPY3 COPE CORO1A CORO1C COTL1 COX17 COX5A COX6B1 COX7B COX8A CPVL CREM CRIP1 CSF2RA CST3 CSTA CSTB CTSB CTSC CTSD CTSH CTSL CTSS CTSZ CXCL16 CXCL2 CXCL8 CXCR4 CYBA CYRIA CYRIB CYTIP CYTOR DAZAP2 DBI DDX39A DNTTIP2 DOK2 DPP7 DSE DUSP1 EFHD2 EHD1 ELF1 ELOF1 EMP3 ENO1 ETS2 EVI2A EVI2B EZR FABP5 FCER1A FCER1G FCGR2A FCGR2B FCGRT FCN1 FERMT3 FGL2 FGR FKBP4 FLNA FNBP1 FNIP2 FPR3 FTH1 FTL FXYD5 G0S2 GABARAP GAPDH GLA GLIPR1 GLIPR2 GMFG GNA15 GNAI2 GNG5 GPAT3 GPR137B GPR183 GPSM3 GPX1 GPX4 GRB2 GRINA GRN GSTK1 GSTO1 H3-3A HAVCR2 HCLS1 HCST HES4 HEXB HLA-A HLA-B HLA-C HLA-DMA HLA-DMB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB5 HM13 HMGA1 HMOX1 HSBP1 HSP90AA1 HSPA1A HSPA6 HSPB1 HSPE1 IER3 IFI30 IFNGR1 IFNGR2 IGSF6 IL10RA IL2RG IL4I1 INSIG1 IQGAP1 ISG15 ISG20 ITGB2 JAML JARID2 KYNU LACTB LAMTOR2 LAMTOR4 LAP3 LAPTM5 LCP1 LDHA LGALS1 LGALS2 LGALS3 LGALS9 LGMN LIMD2 LIMS1 LITAF LMNA LPXN LRRFIP1 LSP1 LST1 LY86 LY96 LYZ M6PR MACROH2A1 MAFB MAP2K1 MAP2K3 MAP3K8 MARCKS MBP MFSD1 MGAT1 MIR22HG MIR4435-2HG MMP9 MNDA MOB1A MPP1 MRPL18 MS4A6A MS4A7 MSN MT-CO1 MT-CO2 MTPN MYL6 MYO9B NAA50 NABP1 NAMPT NAPA NCOA4 NDUFA13 NDUFB1 NDUFV2 NEAT1 NFKB1 NFKBIA NINJ1 NOP10 NPC2 NUMB OAZ1 OLR1 OSBPL8 OSTF1 PABPC1 PCBP1 PDE4DIP PEA15 PET100 PFN1 PGK1 PGLS PHACTR1 PIM3 PKIB PKM PLAUR PLEK PLEKHB2 PLIN2 POLR2E POLR2L POMP PPIF PPP1CA PPP1R18 PPP4C PPT1 PRDX1 PRR13 PSAP PSMB3 PSMB9 PSME2 PTP4A2 PTPN1 PTPRC PTPRE PYCARD RAB10 RAB5C RAB7A RAB8A RAB8B RALA RAP1A RAP1B RBM47 RBX1 REL RGCC RGS1 RGS10 RGS2 RHOA RHOG RILPL2 RIT1 RNASE6 RNASET2 RNF13 RNF130 RNF145 RNF181 RNH1 S100A10 S100A11 S100A4 S100A6 S100A9 SAMSN1 SAT1 SDCBP SDS SEC11A SEC61B SERF2 SERPINA1 SERPINB1 SERPINB9 SFT2D1 SH3BGRL3 SLC16A3 SNAP23 SNN SNX3 SOD2 SPAG9 SPCS3 SPHK1 SPI1 SPNS1 SQSTM1 SRGN SSR4 STK4 STMP1 STX11 STX4 SYNGR2 TAGLN2 TALDO1 TANK TAOK3 TAPBP TES THEMIS2 TIMP1 TMEM123 TMEM167A TMEM273 TMEM9B TMSB4X TNFAIP8 TNFRSF1B TNFSF13B TNIP1 TPD52L2 TPM3 TPP1 TRAPPC1 TSPO TUBA1C TUBB4B TXN TXNRD1 TYMP TYROBP UBA52 UBE2L3 UBE2R2 UPP1 UQCR11 VAMP8 VASP VMO1 VPS29 VSIG4 WARS1 WAS WIPF1 WTAP YBX1 YWHAH YWHAZ ZEB2 ZFAND2A ZFYVE16 ZNF706 FAN_OVARY_CL14_MATURE_SMOOTH_MUSCLE_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_OVARY_CL14_MATURE_SMOOTH_MUSCLE_CELL A2M ACADVL ACTA2 ACTB ACTN1 ACTN4 ADAMTS1 ADI1 ADIRF ALKBH7 ANAPC16 AOC3 AP2M1 APLP2 ARID5A ARL6IP5 ARPC1A ARPC1B ARPC5 ASAH1 ATF3 ATP5F1D ATP5MC1 ATP5MC3 ATP5ME ATP5MK ATP5PD ATP6AP2 AXL BCAM BGN BRD2 BRK1 BSG BTG2 C12orf57 C4orf3 CALD1 CALM1 CALM2 CALM3 CAP1 CAPZA2 CAV1 CAV2 CAVIN1 CAVIN3 CBX6 CCDC3 CCN1 CCNI CD151 CD164 CD44 CD9 CHCHD10 CHMP5 CHURC1 CIRBP CKB CLIC4 COL18A1 COPS6 COX17 COX5B COX6A1 COX6B1 COX6C COX7A1 COX7A2 COX8A CPE CRIP1 CRIP2 CRYAB CSRP1 CSRP2 CTSD CYB5R3 CYSTM1 DBI DCTN3 DEPP1 DNAJB1 DSTN DUSP1 DUT DYNC1I2 DYNLL1 DYNLRB1 EBF1 ECH1 EFHD1 EGR1 EHD2 EID1 EIF5A ELOB EPAS1 EPS8 ESAM ESD FIS1 FKBP8 FLNA FOS FOSB FRZB FXYD1 FXYD6 GADD45B GEM GNAS GPX3 GSN GSTK1 GSTP1 GUCY1A1 HCFC1R1 HES1 HES4 HEXIM1 HIGD1B HMGB1 HMGN2 HMGN3 HSPA1B HSPA2 HSPB1 ID2 ID3 IER2 IER3 IFITM1 IFITM2 IFITM3 IGFBP5 IGFBP7 ILK INTS6 IRF1 ISCU ISG15 ISYNA1 ITGB1 JUN JUNB KANK2 KLF10 LBH LEPROT LGALS1 LGALS3BP LGI4 LHFPL6 LMOD1 MAFB MAP1B MAP3K7CL MCAM MCRIP1 MDH1 MEF2C MFAP4 MFGE8 MGP MGST3 MRPL33 MSRB3 MT-ND1 MT-ND3 MT-ND4L MT-ND5 MT1E MT2A MTHFD2 MYADM MYH11 MYL6 MYL9 MYLK NDN NDRG2 NDUFA1 NDUFA13 NDUFA3 NDUFA4 NDUFA4L2 NDUFA5 NDUFB1 NDUFB10 NDUFB7 NENF NET1 NME3 NOTCH3 NR2F2 NTRK2 NUCKS1 NUDT4 OAZ2 OST4 PALLD PARK7 PDK4 PDLIM1 PDLIM7 PEBP1 PFN1 PGF PHLDA2 PHPT1 PIN1 PKIG PLAC9 PLK2 PLN PLP2 PLS3 PPDPF PPP1R12A PPP1R14A PPP1R15A PSME1 PTK2 PTMA PTMS PTN PTP4A3 RAB11B RAB13 RAB2A RABAC1 RAC1 RASD1 RASL12 RCAN2 REEP5 RERG RERGL RGS16 RGS5 RHOA RHOB RHOC RNH1 ROCK1 ROMO1 RSRP1 RSU1 S100A11 S100A4 S100A6 SDHD SELENOM SELENOW SEPTIN2 SEPTIN4 SEPTIN7 SERF2 SERPING1 SERPINI1 SH3BGRL SLIRP SOCS3 SOD3 SORBS2 SPARC SPARCL1 SPCS1 SRSF7 SYPL1 TAF7 TAGLN TBCB TBX2-AS1 TGFB1I1 TIMP3 TINAGL1 TMEM14C TMEM230 TOMM7 TPM1 TPM2 TPM4 TPPP3 TSC22D1 TSC22D3 TSPO TUBA1A TXNIP UBA2 UBB UBL5 UGP2 UQCR11 UQCRB UQCRQ VAMP2 VKORC1 WASF2 WDR1 YWHAH YWHAQ ZFP36 ZFP36L1 FAN_OVARY_CL15_SMALL_ANTRAL_FOLLICLE_GRANULOSA_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_OVARY_CL15_SMALL_ANTRAL_FOLLICLE_GRANULOSA_CELL ACADM ACIN1 ACP1 ACSL3 ACSL4 ACSM3 ACTB ACTG1 ACTR3 ADIPOR2 ADNP AFF4 AHSA1 AJUBA AK6 AKAP9 AKIRIN1 AKIRIN2 AMH AMHR2 AMOTL2 ANKH ANKRD10 ANXA6 APOA1 ARF4 ARF5 ARHGAP18 ARID4A ARID4B ARIH1 ARL4D ARL5B ARL6IP1 ARPC2 ARPC5 ARPC5L ASXL1 ATF3 ATF7IP2 ATG101 ATG3 ATP1A1 ATP1B1 ATP5F1B ATP5F1C ATP5IF1 ATP5MC2 ATP5MG ATP5MJ ATP5PF AZIN1 B3GNT2 BAG3 BAMBI BANF1 BCAR3 BCAT1 BCL2L12 BEX1 BEX3 BEX5 BUD23 BUD31 BZW1 C1orf52 C4orf48 C6orf62 CACYBP CALM2 CAMTA1 CBX3 CCDC34 CCDC47 CCN1 CCN2 CCND2 CCNL1 CCT2 CCT4 CCT5 CCT6A CD164 CD47 CD55 CD59 CD83 CDH2 CDH3 CDK6 CDKN2AIP CENATAC CFAP20 CFI CHIC2 CHL1 CHORDC1 CHRM3 CHSY1 CHTOP CITED2 CKAP2 CKB CKS2 CLIC1 CLK1 CMTM8 CNN3 COMT COPS5 COX7B COX7C CPSF6 CRNDE CSPP1 CSRNP1 CSRP2 CTNNAL1 CTNNB1 CTNND1 CTSV CYCS CYRIB DAAM1 DBI DCTN6 DCUN1D5 DDX5 DDX52 DEDD2 DIPK2A DMAC1 DNAJA1 DNAJA4 DNAJB1 DNAJB11 DNAJB4 DNAJB6 DNPH1 DPM1 DSEL DSP DSP-AS1 DUOX1 DUSP14 DYNLL1 DYNLT1 DYNLT2B EBPL EEF1B2 EFNB2 EGR3 EGR4 EIF1AD EIF4A1 EIF4G2 EIF5 ELOB EML5 EMX2 ENC1 EPDR1 ERG28 ERH ETF1 ETNK1 EWSR1 EXT1 EZH2 EZR F3 FAM210A FBXO32 FDFT1 FDXR FGD4 FHOD3 FILIP1L FKBP3 FNDC3B FOSL2 FRMD4B FSCN1 FUBP1 FUBP3 FXR1 G0S2 G3BP2 G6PD GADD45A GADD45B GADD45G GATA4 GATA6 GATM GHITM GJA1 GMNN GNAI1 GNAI3 GNL1 GOLPH3 GPAT3 GPR89B GRB14 GRIK1 GSTA1 H2AX H2AZ1 H4C3 HAPSTR1 HDAC2 HERC2 HES1 HEY2 HIF1A HIGD1A HIKESHI HK1 HMGB3 HMGCR HMGCS1 HNRNPA1 HNRNPA1L2 HNRNPA2B1 HNRNPC HNRNPDL HNRNPH1 HNRNPK HNRNPM HOMER1 HOPX HSBP1 HSD17B1 HSP90AA1 HSP90AB1 HSP90B1 HSPA14 HSPA1A HSPA1B HSPA4 HSPA6 HSPA8 HSPD1 HSPE1 HSPH1 HUWE1 ID3 ID4 IDI1 IER2 IFI27L1 IFNGR2 IFRD1 IFT25 IGF2BP2 ING1 ING3 INHA INHBB IP6K2 IQCG IRS1 IST1 ISYNA1 ITFG1 ITGA6 ITGAV IVNS1ABP JMJD6 JPT1 KDM5A KHDC4 KIF1B KLF10 KLF6 KLHDC8B KPNA2 KPNA3 KRT18 KRT8 KTN1 LAPTM4A LAPTM4B LATS2 LCMT1 LEPROTL1 LGR4 LIPH LMBR1L LPL LRAT LRRC8C LSM5 LSM7 LSR LUC7L LUC7L3 LY6E MACROH2A2 MAFF MAGED1 MAGED2 MAGOH MAOA MAP3K13 MAP4K4 MAPRE1 MARCHF5 MARCHF6 MARCHF7 MARCKSL1 MARK3 MATCAP2 MBIP MCL1 ME2 MED13L MED6 MEST METAP2 METTL21A MFAP2 MGARP MGST3 MICOS10 MIDEAS MIDN MIF MIR202HG MIR22HG MLF2 MOAP1 MOSPD1 MPC2 MRPL18 MRPL47 MRPS18C MSH6 MT-CO1 MT-CO2 MT-CO3 MT-ND3 MT-ND4L MTCH1 MTMR14 MTMR2 MTRF1L MYL12A MYL12B MYL6 MYLIP MYO10 MYO1B NACA2 NAV2 NBEAL1 NCKAP5L NDFIP1 NDUFA1 NDUFA4 NDUFA7 NDUFB6 NDUFB9 NDUFS4 NDUFS5 NECTIN2 NET1 NFE2L2 NME2 NME4 NOP58 NR4A1 NR5A2 NRIP1 NUFIP2 NXF1 ODR4 OLA1 OSER1 OSGIN2 P3H2 PABPN1 PAFAH1B3 PAIP1 PCBP1 PCBP2 PDLIM5 PDRG1 PDZRN3 PFDN4 PFN1 PGM1 PGM2 PHEX PHF6 PHLDA1 PHPT1 PIP5K1A PLA2G12A PLAAT3 PLAT PLIN3 PMAIP1 PNN PNRC2 POMP POR PPA1 PPHLN1 PPM1B PPM1D PPP1R12B PPP1R13L PPP1R14A PPP1R15A PPP1R15B PPP2CA PPP4C PRAME PRDM1 PRDX2 PRDX3 PRKAR2B PRMT1 PRPF38B PRPF40A PRR14 PSMA3 PSMA4 PSMB7 PSMD12 PSMD14 PSPC1 PTGER2 PTOV1 PTP4A1 PTRHD1 PTS PTTG1 PUM1 RAB2A RAB5A RAB5IF RABGGTB RAD23B RALB RANBP1 RANGAP1 RASL11B RBBP6 RBBP7 RBM22 RBM25 RBM39 RBM7 RBM8A RBMS1 RBP1 RCHY1 RCN2 REEP6 REV3L RHEB RHOB RIMKLB RIN2 RIOK3 RNF19A RNMT RPAIN RPL17 RPL27A RPL37A RPL39 RPRD1A RPS25 RPS26 RRN3 RSRC2 RUNX1 RYBP S100A10 SARAF SARNP SAT2 SCD SCG5 SCYL2 SDE2 SEC14L1 SEC61G SEH1L SEM1 SERPINE2 SERPINH1 SERTAD1 SERTAD3 SF3B6 SFPQ SGK1 SINHCAF SKIL SKP1 SLC12A2 SLC16A1 SLC25A3 SLC25A33 SLC25A5 SLC39A8 SLCO3A1 SLU7 SMARCA1 SMARCD3 SMNDC1 SMS SNAPC1 SNHG15 SNRPA1 SNRPB SNRPE SNRPF SNRPG SNRPN SOWAHC SOX4 SPATA5L1 SPINT2 SQLE SRI SRP9 SRPX SRSF10 SRSF2 SRSF3 SRSF9 ST3GAL4 STIP1 STK17B STMN1 STRAP SUB1 SUMO1 SYNE2 TAB2 TAF1D TARS1 TAX1BP1 TBC1D23 TBCA TCEA3 TCEAL2 TCEAL9 TCP1 TEAD1 TFG THAP9-AS1 THBS1 THUMPD3-AS1 TIMM17A TIMM23 TJP1 TMEM106C TMEM126A TMEM14A TMEM176B TMEM41A TMEM41B TMEM60 TMEM97 TMSB10 TNNI3 TNPO3 TOB1 TOP1 TOR1AIP2 TPD52 TPI1 TPM3 TPR TPRKB TRA2A TRA2B TRMT112 TSC22D2 TSPAN7 TUBB2A TUFT1 TWSG1 TXN2 TXNDC12 TXNDC17 TXNL1 TXNRD1 U2AF1 U2SURP UBALD1 UBC UBE2A UBE2C UBE2D1 UBE2D3 UBE2N UBL5 UBXN8 UQCC2 UQCRH UQCRHL USP16 USP48 USP9X USPL1 VAPA VDAC2 VPS29 WAC WASF1 WASF3 WEE1 WIPF3 WSB1 WT1 YAF2 YAP1 YBX3 YME1L1 YTHDC1 YWHAB YWHAE YWHAH ZBTB10 ZC3H15 ZC3HAV1 ZCCHC10 ZFAND2A ZFAND5 ZFAND6 ZNF275 ZNF326 ZNF428 ZNF593 ZNF711 ZNF814 ZNG1B FAN_OVARY_CL16_LYMPHATIC_ENDOTHELIAL_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_OVARY_CL16_LYMPHATIC_ENDOTHELIAL_CELL A2M ABI3BP ACTR2 ADCY4 ADD3 ADM AKAP12 ALDH1A1 ANGPT2 ANXA2 ANXA5 APLP2 APOD APP ARHGAP29 ARL2 ARL4A ARL6IP1 ARPC1B ATP5F1E ATP6AP2 ATRAID B2M BCAP29 BCAP31 C6orf141 CALCRL CALM1 CAVIN1 CAVIN2 CCL21 CCN1 CCND1 CD151 CD59 CD63 CD9 CDH5 CEBPD CFI CLDN5 CLEC14A CLU CNTNAP3B COMT CRBN CRIP2 CTHRC1 CTSD CTSL CYB5R3 DAD1 DDX17 DDX5 DEGS1 DEPP1 DIPK2B DNAJC11 DOCK5 DONSON DUSP1 DUSP6 EFEMP1 EFNA1 EGFL7 ELK3 ENG EPSTI1 EXOC1 FABP4 FABP5 FCGRT FDPS FKBP1A FLT4 FN1 FOS FOSB FSCN1 FXYD5 FXYD6 GADD45B GFUS GIMAP4 GIMAP7 GJA1 GMFG GNAS GNG11 GRN GUK1 GYPC H1-0 HEXB HLA-A HLA-B HLA-C HLA-E HMGN3 HSPB1 HYAL2 IER2 IFITM3 IGFBP4 IGFBP7 IL6ST ITM2B JUN JUNB KCTD12 KLF10 KLF4 KLF6 KRTCAP2 LAMA4 LAMP1 LAMP2 LAPTM5 LDB2 LEPROT LGALS3 LIMS1 LMAN2 LOX LRPAP1 MALAT1 MAN1A1 MAP1B MARCKS MFAP2 MGST2 MMP2 MMRN1 MT-CO1 MT-CYB MT-ND4L MT-ND5 MTUS1 MYCT1 MYL12A MYL12B N4BP2L2 NDUFS7 NEAT1 NFIA NFIB NKTR NNMT NORAD NPC2 NR2F2 NRP2 NTAN1 NTS NUCB1 OCIAD1 ODF2L OS9 PDPN PECAM1 PET100 PFN1 PIM3 POLR2L PPFIBP1 PPIC PPP1R2 PRCP PROCR PROX1 PRSS23 PRXL2A PSAP PTMS PTPRE PTX3 RAB11A RAMP2 RASGRP3 REEP3 REEP5 REXO2 RHOC RSRP1 RTN4 S100A10 S100A16 S100A6 SBDS SCN3B SDF4 SELENOP SERPING1 SH3BGRL3 SHC1 SLC38A1 SMAD1 SMTN SNX2 SPSB3 SPTBN1 STMN1 STOM SYPL1 TCF4 TFF3 TFPI TGFBR2 TIE1 TIMP3 TM4SF1 TM4SF18 TMBIM6 TMEM123 TMEM255B TMEM50A TMEM59 TNFSF10 TPM3 TRAPPC1 TSPAN4 TSPAN5 TSPO TUBA1A TXNIP UGP2 VGLL4 VWF WFS1 XIST YWHAH ZFYVE21 FAN_OVARY_CL17_PUTATIVE_APOPTOTIC_SMOOTH_MUSCLE_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_OVARY_CL17_PUTATIVE_APOPTOTIC_SMOOTH_MUSCLE_CELL A2M ACTA2 ACTN1 ADAMTS1 ADAMTS4 ADIRF AHSA1 AKAP12 AKAP13 AOPEP ARID5A ARID5B ATF3 ATF4 ATG101 ATP1B3 AXL BAG1 BAG3 BCAM BGN C11orf96 CACYBP CALM1 CALM2 CALR CAV1 CCDC3 CCNI CCT3 CCT5 CCT6A CD151 CD44 CD59 CD63 CD9 CDKN1A CHD1 CLIC4 CNN1 COL18A1 COL4A1 COQ10B CPE CREM CRISPLD2 CRY1 CRYAB CSRNP1 CSRP1 CSRP2 CTSL CYCS CYSTM1 CYTOR DDX21 DEGS1 DNAJB1 DNAJB6 DNAJB9 DNTTIP2 DSTN DUSP14 EDNRA EEF2 EFHD1 EIF1 EIF2S1 EIF4A1 EIF4A3 EIF4E EIF5 EMP2 EPAS1 ETS2 FAU FGFR1 FKBP4 FRZB FXYD1 FXYD6 GABARAPL1 GADD45B GEM GJA4 GLA GNL2 GNL3 GPX3 H2AJ H2AZ1 H3-3B HES4 HIPK2 HNRNPA2B1 HNRNPF HNRNPH1 HNRNPM HSP90AA1 HSP90AB1 HSPA1A HSPA2 HSPA8 HSPA9 HSPB1 HSPB8 HSPD1 HSPE1 IER3 IFITM3 IGFBP7 ILF2 IQCG ISG15 ISYNA1 KCTD20 KDM6B LBH LDHA LGALS1 LIMS1 LITAF LMNA LRCH3 MAFF MALAT1 MAP1B MAP1LC3A MAP2K3 MAP3K7CL MAT2A MFGE8 MIR22HG MIR4435-2HG MRPL18 MRPL32 MRPS6 MRTO4 MSN MT-ND1 MT-ND2 MT1A MT2A MTHFD2 MYH11 MYL6 MYL9 MYLK NAA50 NDRG2 NDUFA4L2 NEAT1 NOP16 NR1H2 NR4A1 NR4A3 NUDC NUDT4 OAT OAZ2 OPA3 PDGFRB PDK4 PDLIM5 PEA15 PGF PHLDA1 PHLDA2 PITPNB PKIG PLEKHA4 PLEKHO1 PNO1 PNRC1 PRDX1 PRKAR1A PTGES3 PTN PTP4A3 RAD23A RAN RASSF1 RGS5 ROCK1 RPF2 RPL36AL RRS1 SBDS SELENOK SELENOM SELENOS SERPINH1 SFPQ SLC25A3 SLC25A5 SLC3A2 SOD1 SOD3 SQSTM1 SRRM2 STAT3 STIP1 STOM TAF7 TAGLN TCP1 TIMP3 TINAGL1 TM4SF1 TMEM165 TNFRSF12A TNFRSF1A TPM1 TPM2 TSC22D1 TSSC4 TUBA1B TUBA1C TUBB4B UBA2 UBE2D3 UBE2S VASN WDR43 XBP1 YBX1 YBX3 ZBTB38 ZFHX3 ZNF331 FAN_OVARY_CL18_B_LYMPHOCYTE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_OVARY_CL18_B_LYMPHOCYTE ACSL3 ACTN4 ACTR2 ADRM1 AKAP13 AKIRIN1 AKIRIN2 ALG13 ALG2 ALKBH5 ALOX5AP ANKRD11 ANKRD12 ANP32A ANXA11 AP3S1 APRT ARF6 ARFGAP3 ARHGDIA ARHGDIB ARID5A ARL6IP5 ARPC1B ARPC2 ARPC3 ARPC4 ARPC5L ASF1A ATF5 ATP1B3 ATP5F1E ATP6V0B ATP6V0D1 ATP6V0E1 ATP6V1B2 B2M B4GALT1 BAZ1A BID BIRC3 BLOC1S2 BRD4 BZW1 C12orf75 CACYBP CALR CAP1 CAPG CAPZA1 CBX6 CCDC12 CCDC50 CCR7 CD2BP2 CD37 CD4 CD44 CD53 CD68 CD74 CD79A CD83 CDC37 CDC42SE2 CDK2AP2 CFLAR CHCHD10 CHCHD2 CHORDC1 CLEC2D CLECL1P CLIC3 CMSS1 CMTM6 CMTM7 CNPY3 COPB1 COPE CORO1A CORO1C COX4I1 COX5A COX6A1 CREM CRIP1 CST3 CTSB CTSC CTSS CTSZ CXCR4 CYB561A3 CYBA CYRIB CYTIP DBI DDB1 DDX21 DDX24 DDX39A DDX5 DEDD2 DERL3 DHRS7 DLD DNAJA1 DNAJB11 DNASE1L3 EEF1B2 EGLN3 EIF5A EIF6 ELF1 ELOA ELOF1 EMC3 EMP3 ENSA ERP29 ETF1 EVI2B EZR FABP5 FAU FCER1G FERMT3 FKBP2 FKBP4 FMNL1 FTH1 FTL FXYD5 FYTTD1 G3BP2 GABARAPL2 GGA2 GLIPR1 GNA13 GNA15 GNG5 GOLT1B GPR183 GPR65 GPSM3 GPX1 GRB2 GRN GRSF1 GTF2B GTF3A GUK1 GZMB H1-2 H2AZ2 HCLS1 HCST HERPUD1 HES4 HEXB HINT1 HLA-A HLA-B HLA-C HLA-DMA HLA-DMB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB5 HM13 HSP90AA1 HSP90B1 HSPA1A HSPA1B HSPA4 HSPA8 HSPD1 HSPE1 HSPH1 HVCN1 IDS IFNGR1 IGKC IK IL2RG IL3RA IL4I1 IRF4 IRF7 IRF8 ISCA1 ISCU ISG20 ITM2C JAML JCHAIN JTB KMT2E KPNA2 LAGE3 LAPTM5 LCP1 LDLRAD4 LGMN LILRA4 LILRB4 LIMD2 LITAF LLPH LPXN LRRFIP1 LSM1 LSP1 LTB M6PR MAD1L1 MALT1 MANF MAP1A MAP2K3 MBP MGAT2 MIR155HG MKNK2 MOB1A MOB4 MRPL18 MRPL47 MRPS6 MS4A6A MTDH MYBL2 MZB1 N4BP2L1 NAA50 NCF1 NDUFV2 NFKB1 NFKB2 NINJ1 NOP10 NOP56 NOP58 NOPCHAP1 NPC2 NR3C1 NUDC OFD1 OPN3 P2RY6 P4HB PABPC1 PAG1 PAK1 PARK7 PAXX PFN1 PGK1 PHACTR1 PHF20L1 PIM3 PKM PLAC8 PLD4 PLEK PLP2 PMAIP1 PMEPA1 POLB POLE3 POLR2J3 PPM1G PPP1CA PPP1CB PPP1R14B PPP1R2 PRDX1 PRR13 PSENEN PSMA5 PSMB3 PSMB4 PSMC2 PSMD14 PTCRA PTGDS PTP4A2 PTPN1 PTPN2 RAB5C RAB8A RALA RAN RANBP2 RAP1A RBM3 RBM42 RBM5 RBX1 REL RELB REPIN1 RGS2 RHOA RHOF RHOG RILPL2 RNASET2 RNF130 RNF145 RNF149 RPL27 RPL28 RPL37 RPLP2 RPN2 RPS10 RPS11 RPS12 RPS26 RPS28 RPS29 RRBP1 RTF2 RUBCN SAR1B SARAF SAT1 SCT SEC11C SEC13 SEC61A1 SEC61B SEC61G SELENOS SELENOT SELL SEPTIN6 SERP1 SERPINB9 SF1 SH2B3 SH3BGRL3 SH3BP5 SH3TC1 SIDT1 SIVA1 SLC15A4 SLC3A2 SLC7A11 SLC7A5 SMC4 SMIM14 SNF8 SNRPG SPCS1 SPCS3 SPIB SPON2 SQSTM1 SRGN SRSF2 SRSF3 SRSF7 SSR3 SSR4 STK4 SUB1 SUPT4H1 SUPT5H SYNGR2 TACC1 TAGLN2 TALDO1 TAPBP TCF25 TCF4 TES TGFB1 TGFBR1 THEMIS2 TM9SF2 TMEM243 TMEM248 TNFRSF21 TNIP1 TOMM20 TOP1 TOX4 TPM3 TPT1 TRA2B TRAF4 TRIB1 TSPAN13 TUBA4A TUBB4B TUBB6 TXN TXNL4A TXNRD1 TYMP TYROBP UBA52 UBE2A UBE2L3 UCP2 UGCG UQCR11 USP8 VAMP8 VCP VDAC3 YPEL5 YTHDF2 YWHAZ ZC3HAV1 ZNF706 FAN_OVARY_CL1_GPRC5A_TNFRS12A_HIGH_SELECTABLE_FOLLICLE_STROMAL_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_OVARY_CL1_GPRC5A_TNFRS12A_HIGH_SELECTABLE_FOLLICLE_STROMAL_CELL ACTG1 AEBP1 AHSA1 AK6 AKAP12 AKIRIN1 AMD1 ANKRD28 ANXA5 APP ARF4 ARID5B ATF1 ATF4 ATG101 ATP1A1 ATP1B1 ATP6V0D1 AXL BAG2 BAG3 BRIX1 BST2 BTG3 BZW1 C11orf96 C1QBP C1R C1S C7 CACYBP CALD1 CAMLG CAV1 CAV2 CAVIN1 CCDC47 CCDC80 CCNI CCT2 CCT3 CCT4 CCT5 CCT6A CD55 CD63 CEBPZ CFD CFH CHD1 CHMP2B CHMP4B CLTB CNBP CNN3 COL18A1 COL1A1 COL1A2 COL6A1 COL6A2 COLEC11 COPS3 COQ10B CPE CRY1 CSNK1A1 CTNNAL1 CTSF CTSL CYCS CYTOR DCAF13 DCN DDX21 DDX5 DEGS1 DHX15 DHX9 DIMT1 DIRAS3 DKC1 DNAJA1 DNAJA2 DNAJB6 DNAJC2 DSE DUSP14 EEF1A1 EEF2 EFEMP1 EIF1AX EIF1B EIF3A EIF3E EIF3H EIF3I EIF3J EIF4A1 EIF4A3 EIF4E EIF4G2 EIF4H EIF5 EIF5B ELOC EMP1 EMP2 ENO1 EPS8 ERRFI1 ETF1 EWSR1 FBL FGD4 FGF7 FGFR1 FHL2 FILIP1L FKBP4 FUBP1 FUNDC2 G3BP1 GADD45A GCLM GEM GLA GLIS3 GLRX GNL1 GNL3 GOLGA4 GPATCH4 GPC3 GPRC5A GRPEL1 GSN GSPT1 GSTM3 GTPBP4 H2AX H2AZ1 HNRNPA0 HNRNPA1 HNRNPA2B1 HNRNPA3 HNRNPAB HNRNPC HNRNPDL HNRNPF HNRNPH1 HNRNPH3 HNRNPK HNRNPM HNRNPU HSP90AA1 HSP90AB1 HSPA8 HSPA9 HSPD1 HSPE1 HSPH1 IARS1 IFI16 IGFBP5 ILF2 IMPDH2 IQCG JMJD1C KDM6B KIF5B KLF4 KPNA2 KRT19 LAMA4 LDHA LGALS3 LHFPL6 LITAF LMNA LRRC59 LRRFIP2 LTBP4 LUM LUZP1 MAFF MAP1B MAP1LC3B MAP2K3 MAP4K5 MAPRE1 MARCHF3 MARCHF5 MAT2A MEG3 MFAP4 MGAT1 MLF1 MMP2 MORF4L2 MRFAP1 MRPL32 MRTO4 MTDH MTHFD2 MYADM MYC NAA15 NAA20 NAA50 NACA NAP1L1 NASP NBL1 NCL NFIA NGDN NIFK NME1 NOLC1 NOP16 NOP53 NOP56 NPM1 NUDT4 NXF1 NXT1 OAT OGN OSER1 PA2G4 PABPC1 PALLD PAWR PDLIM3 PEA15 PEG10 PHLDA1 PLOD2 PLSCR1 PLTP PNO1 PNPLA8 PNRC1 PNRC2 PPIL4 PPP1R15A PPP2CA PPP2CB PPP2R2A PPP4R2 PRDX1 PRNP PRPF38B PSMC4 PSMD12 PSMG1 QSOX1 RAB7A RACK1 RAN RARRES2 RB1CC1 RBBP6 RBM25 RBM7 RHEB RHOBTB3 RNF10 RNF139 RNF149 RNPS1 RPL10 RPL10A RPL13A RPL14 RPL18 RPL24 RPL4 RPL5 RPL7A RPL7L1 RPL8 RPL9 RPLP0 RPS5 RPS9 RPSA RRS1 RSL1D1 RTN4 SAFB SAFB2 SAP18 SARS1 SBDS SDC2 SELENOM SERBP1 SERPINF1 SERPING1 SERTAD1 SF1 SFPQ SGCE SGK1 SLC1A5 SLC38A2 SLC3A2 SMARCA5 SNHG15 SNHG32 SNRPB SNU13 SPART SPSB1 SPTSSA SQSTM1 SRP19 SRRM2 SSB ST13 STAR STAT3 STIP1 STK17A STRAP SYNCRIP TARDBP TBC1D15 TCEAL1 TCF21 TCP1 TENT5A TFAM TIMP1 TMED5 TMEM165 TMEM176B TMEM70 TMEM87A TNFRSF12A TNFRSF1A TOMM40 TOP1 TPT1 TRIR TRMT10C TSPAN5 TSPYL1 TUBA1A TUBA1C TUBB4B TUBB6 TXNL1 TXNRD1 UAP1 UBA2 UBAP1 UBB UBC UBE2A UBE2D1 UBE2D3 UBE2N UBL3 UGDH UTP11 VAPA VIM WDR1 WDR43 WDR74 WTAP XBP1 XRCC6 YBX1 YBX3 YTHDF2 YWHAG ZNF207 FAN_OVARY_CL2_PUTATIVE_EARLY_ATRETIC_FOLLICLE_THECAL_CELL_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_OVARY_CL2_PUTATIVE_EARLY_ATRETIC_FOLLICLE_THECAL_CELL_1 APOE BEX3 BST2 C12orf57 C1R C1S C7 CALD1 CEBPD CIRBP COL1A1 COL1A2 COL6A1 COL6A2 COMMD6 COX6C CYB5A DCN DDIT4 DUSP1 EGR1 FOS FOSB GSTM3 H3-3B HES1 HMGN2 HMGN3 HSPA1B ID2 IFITM3 IGFBP5 ITM2B JUN JUNB LAPTM4A LGALS1 LUM MDK MFAP4 N4BP2L2 NBEAL1 NBL1 NUCKS1 OGN OST4 PDK4 PEBP1 PFDN5 RARRES2 RPL11 RPL12 RPL17 RPL21 RPL23A RPL24 RPL26 RPL30 RPL31 RPL32 RPL34 RPL35A RPL36 RPL36A RPL37 RPL38 RPL39 RPL41 RPL7 RPLP1 RPS13 RPS15 RPS15A RPS18 RPS20 RPS23 RPS24 RPS27 RPS8 S100A6 SELENOM SELENOP SEPTIN7 SERPINF1 SERPING1 SNHG32 SNRPD2 ST13 TCEAL4 TCEAL9 TIMP2 TMA7 TMEM258 TOMM7 TPM2 UQCRB ZFP36 ZFP36L1 FAN_OVARY_CL3_MATURE_CUMULUS_GRANULOSA_CELL_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_OVARY_CL3_MATURE_CUMULUS_GRANULOSA_CELL_1 ABCA8 ABLIM1 ACSL4 ACSM3 ACTG1 AKAP9 AMH ANXA6 APOA1 ARPC2 ATP5IF1 ATP5MC2 ATP5ME ATP5MF ATP5MJ ATP5PF ATRX AVPI1 BAMBI BAX BBLN BEX1 BEX3 BEX4 BMPR2 BTF3L4 C4orf48 CAMTA1 CBX3 CCND2 CD47 CD99 CDH2 CFI CKB CLDN11 CLIC1 CLNS1A CMTM6 CNOT7 COL4A1 COL4A2 COX5B COX6B1 COX7C CST3 DAAM1 DAG1 DAPL1 DBI DDAH2 DDX17 DMAC1 DONSON DPP7 DPYSL3 DSP DST EIF4G1 ELK1 ELOB EML5 ENAH EPDR1 EPHX1 FAM204A FAM78A FHL2 FKBP9 FLNA FSCN1 FST GABPB1-AS1 GASK1B GATM GJA1 GPX3 GRB14 GREB1 GRIK1 GSTA1 GSTA4 GSTP1 GTF2H5 GTF2I H1-0 H3-3A HACD3 HDAC2 HIF1A HIGD2A HMGN1 HNRNPD HOPX HS3ST1 HS6ST1 HSBP1 HSD17B1 HSPG2 HTRA1 HUWE1 ID3 IDH1 IFI27 IFI35 IGFBP2 IGFBP7 INSR IRF4 ITGB1 IVNS1ABP KCNQ1OT1 KIDINS220 KTN1 LAPTM4B LCMT1 LGALS3BP LMBR1L LPP LSM5 LSM7 LUC7L3 LY6E MAGED2 MALAT1 MAOB MAP4K4 MARCKS MARCKSL1 MDK MEX3B MFAP2 MGST3 MPST MRPS21 MSI2 MT-ATP6 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MYH9 MYL6 MZT2B NDFIP1 NDP NDUFA13 NDUFA3 NDUFB5 NDUFB7 NDUFC2 NDUFS4 NDUFS5 NEDD8 NKTR NME4 NONO NSG1 NUP214 OCIAD2 OSBPL1A PABPN1 PCBP2 PEG3 PET100 PHF6 PHPT1 PLA2G12A PLAAT3 PLD3 PLEKHJ1 PLP1 POLR2I PPDPF PPFIBP1 PPHLN1 PPP1R12B PPP1R14A PRDX2 PRDX3 PRDX4 PRKAR2B PRR15 PRSS23 PTRHD1 PTTG1IP RBP1 RCN2 RHOB RNF7 RPAIN RPS25 S100B SCD SEC31A SELENOH SELENOP SEMA6D SERPINE2 SFRP4 SIGLEC11 SLC16A1 SLC5A3 SMS SNRPD2 SNRPN SOWAHC SOX4 SPINT2 SPRR2F SRI SRP9 ST3GAL4 STMN1 STMP1 SYNE2 TBC1D4 TBCA TCEA3 THBS1 TIMM13 TM7SF2 TMEM123 TMEM258 TMEM97 TMEM98 TMSB10 TMSB4X TNNI3 TRAPPC4 TSHZ2 TSPAN6 TSPAN7 TTC3 TUBB UQCR10 UQCR11 UQCRQ USO1 VCAN VIT VPS35 WASF1 WIPF3 XIST YAP1 ZFP36L2 ZNF428 FAN_OVARY_CL4_T_LYMPHOCYTE_NK_CELL_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_OVARY_CL4_T_LYMPHOCYTE_NK_CELL_1 ADGRE5 ADRM1 AKAP13 AKNA ALOX5AP ANXA1 ANXA11 APMAP APOBEC3G ARF6 ARHGDIA ARHGDIB ARID4B ARID5A ARL6IP5 ARPC1B ARPC2 ARPC3 ATP1B3 ATP5F1B ATP5F1E ATP6V0E1 AURKAIP1 B2M BIRC3 BTG1 BUB3 BZW1 C12orf75 C9orf78 CALM1 CALR CAP1 CAPZA1 CCL4 CCL5 CD2 CD247 CD37 CD3D CD3E CD44 CD52 CD53 CD69 CD7 CDC37 CDC42 CDC42SE1 CDC42SE2 CFL1 CHCHD2 CHST12 CIB1 CLEC2D CLIC1 CORO1A COTL1 COX6A1 CREM CRIP1 CST7 CTSW CXCR4 CYBA CYTIP DAZAP2 DBI DDIT4 DDX24 DOK2 DUSP2 DYNLL1 EIF1 EIF5A ELF1 EMP3 ENO1 ENSA EZR FAM177A1 FGFR1OP2 FLNA FNBP1 FTH1 FXYD5 FYN GAPDH GIMAP7 GNG2 GNLY GSPT1 GUK1 GZMA GZMB GZMH GZMK GZMM H2AZ2 HCST HINT1 HLA-A HLA-B HLA-C HLA-DPB1 HLA-DQB1 HLA-DRB1 HLA-E HMGB2 HOPX HSP90AA1 HSPA1A HSPA8 ID2 IDI1 IFITM1 IFITM2 IL2RG IL32 IRF1 ISCU ISG15 ISG20 ITGB2 ITM2A JAK1 JPT1 JTB KLF6 KLRB1 KLRD1 KMT2E LAPTM5 LCP1 LDHA LEPROTL1 LIMD2 LITAF LRRFIP1 LSP1 MANF MCL1 MRPS6 MSN MYL6 NAA50 NDUFA6 NDUFB8 NKG7 NOP10 OASL OAZ1 PABPC1 PAIP2 PDCD4 PFN1 PGAM1 PGK1 PIK3R1 PKM PLAAT4 PLP2 POLR2L PPP1CA PPP2R5C PPP4C PRF1 PRPF38B PRR13 PRRC2C PSMA7 PSMB9 PSME1 PSME2 PTMA PTPRC RAB5C RAB5IF RABAC1 RAN RAP1B RBM8A RGCC RHOA RPL28 RPS26 RPS29 RUNX3 S100A10 S100A11 S100A4 S100A6 S1PR4 SAMSN1 SARAF SELENOT SF3B2 SH2D2A SH3BGRL3 SLC3A2 SNRPB SNU13 SOD1 SPOCK2 SRGN SRSF2 SRSF7 SSR4 STK4 SUB1 SUPT4H1 SURF4 SYAP1 TAGLN2 TAP1 TCF25 TERF2IP TGFB1 TMA7 TMBIM6 TMEM50A TMSB4X TNFRSF1B TPM3 TRAC TRAM1 TRBC1 TRBC2 TRGC2 TRIR TSC22D3 TUBA1A TUBA1B TUBA4A TUBB4B UBA52 UBB UBC UBE2A UBE2D3 WIPF1 YPEL5 YWHAB YWHAZ ZFP36 ZFP36L2 FAN_OVARY_CL5_HEALTHY_SELECTABLE_FOLLICLE_THECAL_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_OVARY_CL5_HEALTHY_SELECTABLE_FOLLICLE_THECAL_CELL ACAA1 ACADVL ADH5 ADM AHSA1 AKAP17A AKIRIN2 ALDH1A1 ALDH9A1 ANGPTL4 ANKRD10 APEX1 APOC1 APOD APOE ARF4 ARF5 ARF6 ARHGAP5 ARID4B ARL4D ARL5B ATG101 ATP2B1 ATP5F1A ATP5F1C ATP5MC3 ATP5MJ ATP6AP2 ATRX BAG3 BGN BOD1 BORCS7 C19orf48P C1orf52 C4BPB C5orf15 C7 CACYBP CALD1 CALU CAND1 CAT CCN1 CCN2 CCNL1 CCT2 CCT4 CDH11 CFAP20 CHIC2 CHORDC1 CITED2 CKS2 CLEC11A CLEC2B CLK1 CLK4 COL15A1 COL18A1 COL1A1 COL1A2 COL3A1 COL4A1 COL4A2 COL5A1 COL6A1 COL6A2 COL6A3 COLEC11 COX6C CPED1 CPXM1 CSNK1A1 CTR9 CTSC CTSK CYTOR DARS1 DDIT4 DDX5 DLC1 DNAJA1 DNAJB4 DNAJB6 DSEL DYNLL1 ECE1 ECH1 EEF2 EFEMP2 EGR1 EIF3M EIF4A3 EMILIN1 EMP2 ENC1 EPS8 EXTL2 F3 FAM210B FDX1 FERMT2 FHL1 FILIP1L FKBP10 FLYWCH2 FRZB FSTL1 GADD45B GADD45G GBP1 GBP4 GCLM GCSH GLRX GLRX5 GLT8D2 GRHPR GYPC H2AC6 H2AZ1 HACD3 HES1 HMGN2 HNRNPA0 HNRNPA1L2 HSDL2 HSPA8 HSPE1 HSPH1 HTRA3 IER2 IFI6 IFITM1 IFITM3 ING1 IP6K2 IRF8 ISG15 ISOC1 ITM2C JMJD1C JMJD6 JUN KLF10 KLF4 KLHDC8A KPNA2 LAMA4 LAMB1 LAMC1 LAMP2 LAMP5 LANCL2 LAPTM4A LDHB LGALS1 LIMA1 LMAN1 LRRFIP2 MAGED1 MALSU1 MATN2 MCL1 MDH2 MEG3 MEST MGARP MIF MIR4435-2HG MLF2 MMP14 MMP2 MORN2 MPG MRPL18 MTDH MTUS1 MTX2 MYL12B MYO6 NBEAL1 NCALD NECTIN2 NEXN NID1 NID2 NME2 NME3 NOLC1 NONO NOP58 NPM3 NR2F2 NR4A1 NRP1 NSG1 NUCKS1 OAF OSER1 OSR2 OSTC P4HB PBX1 PCOLCE PDGFRA PDGFRB PEG3 PFDN4 PFN2 PGRMC1 PHLDA1 PLAGL1 PLD3 PLIN3 PLOD1 PLTP PMP22 PPIA PPIC PPP1CC PPP1R12A PPP2CA PPP2CB PPP3CA PRKAR1A PSMA2 PTCH1 PTGER2 PTK7 PTMS PTTG1 PXDN RAB34 RAD23B RASD1 RBBP6 RBM22 RBMS1 RCN1 RCN2 RGS2 RHBDD2 RHOBTB3 RNASE1 RND3 RPL22L1 RPLP0 RPS26 RPS7 RRBP1 RSRC2 RWDD4 S100A13 SAT2 SCD5 SCPEP1 SDC2 SDHD SEC63 SEPTIN7 SEPTIN9 SERPINF1 SERPINH1 SGCE SGK1 SLC25A36 SLC25A5 SLC38A2 SNAI2 SNHG19 SNHG25 SPARC SPG21 SPON2 SPTBN1 SRSF11 SRSF6 STAT1 STRAP SULF2 SUSD3 TAX1BP3 TCAF1 TCIM TCP1 THAP9-AS1 TLE1 TLE4 TMEM45A TMEM59 TMEM9 TMEM98 TMOD3 TPM2 TPM4 TPST1 TRA2B TRIP6 TSHZ2 TSPAN5 TTC3 TWSG1 TXNL1 U2AF1 UBB UBC UBXN4 VCAM1 VGLL3 WFDC1 WLS ZFAND2A ZFAND5 ZNF106 ZNF90 FAN_OVARY_CL6_PUTATIVE_EARLY_ATRETIC_FOLLICLE_THECAL_CELL_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_OVARY_CL6_PUTATIVE_EARLY_ATRETIC_FOLLICLE_THECAL_CELL_2 ABCA8 ACTA2 ACTR10 ADAMTS1 ADH5 ADISSP ADM AEBP1 AK3 AKAP12 AKR7A2 ALDH1A1 ALDH7A1 ALDH9A1 AP3S1 APOE APP ARL1 ARL4D ATF3 ATP6AP2 ATRAID BDH2 BGN BNIP3 BNIP3L BSG BST2 BTG2 C12orf57 C1R C1S C4orf3 C7 CALD1 CALU CAPZB CAVIN1 CCDC80 CCN1 CCN5 CCNI CCNL1 CDH11 CEBPD CELF2 CFD CFH CIRBP CLDN11 CLEC11A CLK1 COL18A1 COL1A1 COL1A2 COL3A1 COL6A1 COL6A2 COL6A3 COLEC11 CPE CPQ CPXM1 CRYAB CSRP1 CTSD CTSF CTSK CUTA CXCL12 CYB5A CYB5R3 CYBRD1 DCN DDAH2 DDIT4 DEPP1 DNAJB1 DSTN DUSP1 ECHDC2 EEF1A1 EFEMP2 EGR1 EID1 EIF3E EIF4A2 EMILIN1 ENG EPHX1 ERGIC2 ESD FAM162A FBLN1 FBXO21 FCGRT FKBP10 FKBP7 FKBP8 FN1 FOS FOSB FSTL1 FXYD1 FXYD6 GADD45B GADD45G GDI2 GLUL GPC3 GSN GSTM3 GSTM5 GYPC HADHB HES1 HEXIM1 HMGN2 HMGN3 HNMT HS3ST1 HSPA1A HSPA1B HSPA6 HTRA1 ID2 ID3 IER2 IER3 IFI27L2 IFI6 IFITM3 IGF1 IGFBP3 IGFBP4 IGFBP5 ILK IMPDH2 ING2 INTS6 ITM2B JUN JUNB KCNQ1OT1 KDELR1 KLF10 KLF4 KLHDC2 KLHDC8A KRT19 LAMP1 LAMP2 LAPTM4A LEPROT LGALS1 LGALS3 LGALS3BP LHFPL6 LRPAP1 LRRC17 LTBP4 LUM MAOB MATN2 MBNL2 MDK MEG3 MFAP4 MGP MMP14 MMP2 MMP23B MORF4L2 MPHOSPH8 MPST MXRA8 MYADM MYL9 MYLK NBL1 NDN NDRG2 NENF NFIA NFIC NFKBIA NME3 NOP53 NPC2 NR2F2 NR4A1 NUCB1 NUCB2 NUCKS1 OGN OLFML3 OS9 OSR2 P4HB PALLD PBX1 PCMTD1 PDCD4 PDGFRA PDGFRL PDK4 PDLIM3 PEBP1 PEG3 PFN2 PGRMC1 PLD3 PLPP3 PLTP PMP22 PPIC PPM1K PPP1R15A PRDX4 PRELP PSAP QSOX1 RAB34 RABAC1 RARRES2 RCN1 REXO2 RGS2 RHOB RHOC RNASE4 RNH1 RPLP0 RWDD4 S100A6 SAT2 SCD5 SCP2 SELENOM SELENOP SELENOW SEPTIN7 SERPINB6 SERPINF1 SERPING1 SERPINH1 SFRP4 SGCE SGK1 SH3BGRL SH3BP5 SLC16A9 SLC40A1 SMARCA1 SMARCA2 SMIM7 SMOC2 SNAI2 SNHG32 SOCS3 SPARC SPARCL1 SPON2 SSPN ST13 ST3GAL4 SVIL SYPL1 TAGLN TALDO1 TAX1BP3 TCEAL1 TCEAL3 TCEAL4 TCEAL8 TCF21 TENT5A TGFB1I1 THY1 TIMP1 TIMP2 TMEM176B TMEM230 TMEM50B TMEM59 TMEM98 TPM1 TPM2 TPM4 TSC22D3 TSPAN4 TTC3 TUBA1A TXNIP VIM VKORC1 WASF2 ZFP36 ZFP36L1 ZFYVE21 FAN_OVARY_CL7_ANGEIOGENIC_ENDOTHELIAL_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_OVARY_CL7_ANGEIOGENIC_ENDOTHELIAL_CELL A2M ACKR1 ADGRL4 ADIRF ANGPT2 ANXA2 AP1S2 APP AQP1 ARGLU1 ARHGAP29 ARL2 ARL4A ARL6IP5 ARPC1B ARRDC3 B2M BCAM BCAP31 BCLAF1 BST2 BTG2 C4orf3 CALCRL CALM1 CAPZA2 CAV1 CAV2 CAVIN1 CAVIN2 CCDC50 CCDC85B CCL14 CCN2 CCNL1 CD151 CD34 CD59 CD74 CDC37 CDKN1A CHD9 CHMP5 CLDN5 CLEC14A CLU CPE CPVL CRIP2 CYB5R3 CYYR1 DAD1 DAZAP2 DDX3X DEPP1 DIPK2B DUSP1 DUSP23 DUSP6 EBPL EFNA1 EGFL7 EGR1 EHD4 EID1 ELF1 ELK3 EMCN EMP1 ENG ENPP2 EPAS1 ESAM ETS2 FCGRT FIS1 FKBP1A FN1 FOS FOSB FXYD5 GABARAPL2 GADD45B GIMAP1 GIMAP4 GIMAP7 GNG11 GNG5 GRN GSN GSTK1 GUK1 HES1 HEXIM1 HLA-A HLA-B HLA-C HLA-DMA HLA-DPA1 HLA-DPB1 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB5 HLA-E HMGB1 HMGN3 HSD17B11 HSPA1B HSPA2 HSPB1 ID1 ID2 ID3 IER2 IFI16 IFI27 IFI44L IFI6 IFIT3 IFITM1 IFITM2 IFITM3 IFNGR1 IGFBP4 IGFBP7 IL6ST INTS6 ISCU ISG15 ITM2A ITM2B JUN JUNB KCTD12 KLF4 KMT2E KRTCAP2 LAP3 LDB2 LEPR LEPROT LIFR LIMA1 LIMS1 LMCD1 LPAR6 LRRFIP1 LY6E MEF2C MGP MGST2 MT-ND3 MT-ND4L MT-ND5 MT2A MTUS1 MX1 MYCT1 MYL12A N4BP2L2 NASP NDUFB1 NDUFC1 NFIB NKTR NNMT NOP10 NOSTRIN NPC2 NPDC1 OCIAD1 PALMD PCAT19 PDLIM1 PECAM1 PIM3 PLK2 PLS3 PPP1R15A PRCP PRSS23 PSMB8 PSMB9 PSME1 PSME2 PTMS PTTG1IP RAB11A RAB13 RAMP2 RAMP3 RDX RHOB RHOC RNASE1 RPS28 RSRP1 S100A10 S100A13 S100A16 S100A6 SAT1 SCP2 SEC62 SELENOF SELENOW SH3BP5 SLC2A3 SNHG7 SNX3 SOCS3 SPARC SPARCL1 SPTBN1 SRSF3 SRSF5 SRSF7 STOM SYPL1 TACC1 TAGLN2 TCF4 TFPI TGFBR2 TIMP3 TM4SF1 TM4SF18 TMBIM4 TMEM219 TMEM59 TMSB4X TNFSF10 TPM3 TRA2B TSC22D1 TSC22D3 TSPAN4 TSPAN7 TSPO TXNIP UBC VAMP5 VWF WASF2 XIST YWHAB ZFP36 ZFP36L1 ZFP36L2 ZFYVE21 FAN_OVARY_CL8_MATURE_CUMULUS_GRANULOSA_CELL_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_OVARY_CL8_MATURE_CUMULUS_GRANULOSA_CELL_2 ABRACL ACAA2 ACADM ACAT2 ACIN1 ACSL4 ACTB ACTL6A ADCK2 AKR1B1 ALDH18A1 ALDOA AMH ANAPC11 ANP32A ANP32B ANXA6 AP1S1 AP2S1 APOA1 APOBEC3C APRT ARF3 ARF5 ARHGEF6 ARL2 ARL2BP ARPC2 ARPC3 ARPC5 ATOX1 ATP1B1 ATP5F1A ATP5F1B ATP5F1C ATP5F1E ATP5IF1 ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5MJ ATP5MK ATP5PF ATP5PO ATRAID ATXN10 AURKAIP1 AVPI1 BAMBI BANF1 BAX BCAT1 BEX1 BEX3 BEX4 BEX5 BHLHE40 BLOC1S1 BMPR2 BTF3L4 C19orf48P C1QBP C4orf48 C7orf50 CALM2 CALM3 CAMTA1 CARHSP1 CASP6 CBX3 CBX5 CCDC124 CCDC167 CCDC69 CCDC90B CCND2 CD320 CD47 CD99 CDH2 CDH3 CENATAC CETN3 CFDP1 CFI CHCHD10 CHCHD5 CHCHD6 CHGB CHID1 CHL1 CIAO2B CKAP2 CKB CKS1B CKS2 CLIC1 CLNS1A CMTM3 CMTM6 CMTM8 CNPY3 COA3 COL4A1 COL4A2 COMMD1 COMMD4 COMT COPE COPS9 COPZ1 COX16 COX17 COX5A COX5B COX6A1 COX6B1 COX7A2 COX7C COX8A CRHBP CRNDE CSGALNACT1 CTNNB1 CTSV CUEDC2 CYP20A1 DAD1 DAG1 DAPL1 DBI DDOST DECR1 DGCR6L DGUOK DMAC1 DNAJC19 DNPH1 DONSON DPM3 DPY30 DPYSL3 DSP DST DTNBP1 DUSP23 DUT DYNLL1 DYNLRB1 DYNLT1 EAPP ECH1 ECHDC3 ECHS1 EEF1E1 EEF1G EIF1AD EIF4EBP1 EIF4G1 ELK1 ELOB EMX2 ENAH ENTPD6 EPB41L2 EPDR1 EPHX1 ERCC1 ERG28 ERH ERI3 ETFA FAM78A FBXW5 FDFT1 FDPS FDXR FEZ2 FHL2 FIBP FKBP3 FKBP9 FMC1 FOXL2 FRMD4B FSCN1 FST FUNDC1 GADD45GIP1 GAS6 GATA4 GATM GJA1 GNG5 GRB14 GREB1 GREM1 GRIK1 GSDMD GSS GSTA1 GSTA4 GSTP1 GTF2H5 GTF2I GTF3C6 H1-0 H1-10 H3-3A H4C3 HDAC2 HDDC2 HDHD3 HEY2 HIF1A HIGD1A HIGD2A HIKESHI HINT1 HINT2 HMGB1 HMGB2 HMGB3 HMGN1 HMGN2 HNRNPA1 HNRNPA1L2 HNRNPD HOPX HPF1 HS2ST1 HS3ST1 HS6ST1 HSBP1 HSD17B1 HSD17B10 HSDL2 HSPG2 HTRA1 HUWE1 IDH1 IFI27 IFI27L1 IFI35 IFI6 IGFBP2 IHH INHA INHBB IQGAP1 IRF4 ITGB1 IVNS1ABP JPT1 KNOP1 KRT8 KTN1 LAGE3 LAMTOR2 LAPTM4A LAPTM4B LCMT1 LDHB LGALS3BP LIMS2 LLPH LMAN2 LMBR1L LPIN2 LPL LRAT LSM2 LSM3 LSM4 LSM5 LSM6 LSM7 LY6E MACROH2A1 MACROH2A2 MAGED1 MAGED2 MAP3K13 MAP4K4 MARCKS MARCKSL1 MDH1 MDH2 MDK ME2 METTL26 MEX3B MEX3C MFAP2 MGARP MGST2 MGST3 MICOS10 MICOS13 MIF MIR202HG MKRN1 MPC2 MPHOSPH6 MPST MRPL11 MRPL12 MRPL14 MRPL16 MRPL22 MRPL23 MRPL24 MRPL3 MRPL33 MRPL4 MRPL41 MRPL51 MRPL52 MRPL55 MRPL57 MRPS14 MRPS15 MRPS21 MRPS26 MRPS33 MRPS34 MSH6 MSI2 MSRB2 MT-ATP6 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT1F MT1X MYL6 MYL6B MYO10 MYO1B MZT2A MZT2B NAA38 NAV2 NAXE NBEAL1 NDFIP1 NDP NDUFA1 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA3 NDUFA4 NDUFA7 NDUFAB1 NDUFAF3 NDUFAF8 NDUFB1 NDUFB10 NDUFB11 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NEDD8 NHP2 NIPSNAP2 NIT2 NME1 NME2 NME4 NR5A2 NREP NSG1 NUCKS1 NUP214 NUTF2 OCIAD2 OLA1 OSGIN2 OST4 OSTC P3H2 PABPN1 PAFAH1B3 PAM PARK7 PARP1 PCBP2 PCNA PDGFC PDHB PDIA4 PDIA6 PEG3 PEMT PET100 PFDN4 PFN1 PGD PGLS PGM1 PHB1 PHEX PHF6 PHPT1 PIN1 PIN4 PLA2G12A PLAAT3 PLEKHJ1 PLIN3 PLP1 PNKD POLD2 POLDIP2 POLR2F POLR2G POLR2I POLR2L POLR3GL POMP PON2 POR PPARG PPDPF PPHLN1 PPIB PPIF PPP1CA PPP1R12B PPP1R13L PPP1R14A PRDX2 PRDX3 PRDX4 PRDX5 PRKAR2B PRKDC PRMT2 PRR15 PRRT1 PRSS23 PRXL2A PSMA3 PSMA4 PSMB3 PSMB5 PSMB6 PSMD4 PSME3IP1 PTRHD1 PTS PXMP2 PYCARD PYCR2 PYURF QDPR RALB RANBP1 RBBP4 RBIS RBP1 RBX1 RCN2 REEP6 RHOB RIMS4 RIN2 RNASE1 RNASEH2C RNF19A RNF7 ROMO1 RPA3 RPL17 RPL26L1 RPL27A RPL35 RPL37A RPL39 RPS21 RPS25 RPS27L RPS28 RPS29 S100A10 S100A16 S100B SCD SDHC SEC14L1 SEC31A SEC61G SELENOH SEM1 SEMA7A SEPTIN10 SERF2 SERPINE2 SET SFRP4 SIGLEC11 SLC16A1 SLC25A5 SLC25A6 SLC39A8 SLIRP SMAD3 SMAD4 SMARCB1 SMIM1 SMIM30 SMS SNAPIN SNF8 SNRNP25 SNRPC SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPN SNX18 SOWAHC SPIN1 SPINT2 SPRR2F SQLE SRI SRP9 SRPX SRSF9 SSBP1 SSBP3 ST3GAL4 ST6GAL2 STMN1 STMN3 STMP1 STOML2 SUMO2 SUMO3 SUSD3 SYNE2 TANC2 TBCA TBCB TCAF1 TCEA3 TCEAL2 TCEAL8 TCEAL9 THOC7 THYN1 TIMM13 TIMM17B TIMM8B TLE5 TM7SF2 TMA7 TMED10 TMED9 TMEM106C TMEM120A TMEM123 TMEM134 TMEM141 TMEM147 TMEM14A TMEM14B TMEM176B TMEM258 TMEM97 TMSB10 TMSB4X TNNI3 TP53I3 TPRKB TRAPPC1 TRAPPC2L TRAPPC4 TRAPPC6A TRMT112 TSHZ2 TSPAN6 TSPAN7 TSTD1 TUBA1A TUBA1B TUBB TXN2 TXNDC12 TXNDC17 UBE2C UBE2E2 UBE2V2 UBL5 UBXN8 UQCC2 UQCR10 UQCR11 UQCRC1 UQCRFS1 UQCRH UQCRQ UROS USO1 USP48 VAT1 VCAN VDAC1 VDAC3 VEGFA VPS29 VPS35 VPS8 WDR18 WIPF3 XPO1 YAP1 YIF1B ZNF358 ZNF428 ZNHIT1 FAN_OVARY_CL9_PUTATIVE_APOPTOTIC_ENDOTHELIAL_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_OVARY_CL9_PUTATIVE_APOPTOTIC_ENDOTHELIAL_CELL A2M ABL2 ACKR1 ACTN1 ACTN4 ADAR ADGRL4 AHSA1 ANGPT2 ANKRD11 ANKRD12 ANKRD28 ANXA1 ANXA2 ANXA5 AP1S2 APP AQP1 ARGLU1 ARHGAP29 ARHGDIA ARID4B ARID5A ARL4A ARL6IP1 ARPC1B ARPC5L ARRDC3 ATF4 ATP1A1 ATP6V0B B2M BACE2 BAG3 BAZ1A BCAM BMPR2 BNIP2 BRD2 BTG1 C1QBP CALCRL CALR CAPZA2 CARHSP1 CAST CAV1 CAV2 CCDC50 CCDC85B CCN2 CD55 CD59 CD74 CDC37 CDC42EP3 CDKN1A CEBPD CFL1 CFLAR CHIC2 CHMP4B CHMP5 CLDN5 CLEC14A CLEC2B CLIC2 CLU CNIH1 CNKSR3 COX17 CRBN CREBRF CRIM1 CRIP2 CSNK1A1 CTHRC1 CTNNA1 CYTOR DAB2 DDX21 DDX39A DDX3X DEK DEPP1 DNAJA1 DNAJB4 DNAJB6 EFNA1 EHD4 EIF2AK2 EIF2S1 EIF2S2 EIF3I EIF3J EIF4A1 EIF5A EIF5B ELF1 ELOC EMCN EMP1 ENG ENO1 ENY2 EPAS1 ERG ESAM ETS2 FAM241A FCGRT FKBP1A FKBP4 FLOT1 FNIP1 FOXP1 FTL FXYD5 G3BP1 GABARAPL2 GADD45A GASK1B GBP1 GBP2 GIMAP4 GIMAP6 GIMAP7 GIMAP8 GNAS GNG11 GNG12 GNG5 GPX1 GRPEL1 GSN HHEX HIF1A HLA-A HLA-B HLA-C HLA-DMA HLA-DRB1 HLA-DRB5 HLA-E HLX HMGA1 HMOX1 HNRNPF HNRNPM HSPA1A HSPA2 HSPB1 HSPD1 HSPE1 ICAM1 IER3 IFI16 IFI27 IFI44L IFI6 IFIT1 IFIT3 IFITM1 IFITM2 IFITM3 IFNGR1 IGFBP7 IL6ST INSIG1 IRF1 IRF7 ISG15 ITM2A ITPRID2 JAK1 KLF6 KRT18 LAMA4 LAP3 LDB2 LDHA LGALS3 LIFR LIMS1 LMNA LPAR6 LRRC8C LRRFIP1 LUC7L3 LUZP1 MAFF MAP1LC3B MAP2K3 MAST4 MAT2A MAX MBNL1 MEF2C MGAT1 MGP MGST2 MIR4435-2HG MRPL14 MRPL32 MRPL33 MSN MT-ND1 MT-ND2 MT-ND3 MT2A MTHFD2 MTUS1 MX1 MYCT1 MYL12A NAMPT NANS NAPA NASP NCK1 NCOA7 NDRG1 NDUFV2 NEAT1 NECTIN2 NFIB NFKBIA NME1 NNMT NOP10 NOP16 NPDC1 NUDC NUPR1 OAZ2 PARP14 PCAT19 PCDH17 PDLIM1 PDLIM5 PGK1 PHACTR2 PICALM PIM3 PLEKHB2 PLEKHO1 PLIN2 PLPP3 PLS3 PLSCR1 PNP POLR2L POMP PPA1 PPFIBP1 PPP1R15A PPP3CA PRDX1 PRRC2C PRSS23 PSMA7 PSMB8 PSMD12 PSME2 PTPRB RAB11A RAB5A RAB5C RAB7A RAC1 RBM8A RBMS1 RCN1 RDX RHOC RNPS1 RPL7L1 RSRP1 S100A16 SAFB2 SASH1 SAT1 SDCBP SELE SERBP1 SERTAD1 SFPQ SH3BP5 SINHCAF SLC25A37 SLC2A3 SLC38A2 SLC3A2 SLIRP SMAD1 SNHG7 SNRPB SNU13 SNX3 SOCS2 SOCS3 SOD2 SOX17 SP100 SPAG9 SPARC SPARCL1 SPTBN1 SQSTM1 SRSF2 SRSF4 SRSF5 SSU72 STAT3 STING1 STOM SWAP70 SYNCRIP SYNE2 SYPL1 TAGLN2 TAP1 TCF4 TCP1 TFPI TGIF1 THBS1 TM4SF1 TM4SF18 TMEM165 TMEM255B TMEM70 TNFRSF12A TNFRSF1A TNFSF10 TOP1 TOPORS TPM3 TPT1 TRIR TSC22D1 TUBA1C TUBB4B TUBB6 TXN TXNRD1 UBB UBC UBE2B UBE2D3 UBE2J1 UGCG VGLL4 VMP1 VWF WDR43 WTAP WWTR1 XRN2 YBX3 YPEL2 YTHDF2 ZFAND5 ZNF385D ZNHIT1 GAO_ESOPHAGUS_25W_C1_CILIATED_EPITHELIAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAO_ESOPHAGUS_25W_C1_CILIATED_EPITHELIAL_CELLS AARS2 ABCA13 ABCB10 ADAP1 ADGB ADGRE5 AGBL2 AGBL5 AK8 AK9 AKAP14 ALDH16A1 ALDH1A1 ALDH3B1 ALMS1 ANKMY1 ANKRD18A ANKRD54 ANKRD66 ANKUB1 ANXA2R-OT1 AP3M2 APBB2 APCDD1 APH1B ARHGAP18 ARHGAP39 ARHGEF11 ARHGEF38 ARL13B ARMC2 ARMC3 ARRDC1-AS1 ASIC1 ASTN2 ATAT1 ATP2C2 ATP6V0A4 ATP6V1C2 ATXN2 B9D1 BAIAP3 BASP1 BBS1 BBS5 BCAS3 BPIFB1 BTC C11orf16 C12orf76 C16orf46 C1orf87 C20orf85 C20orf96 C2CD2L C2orf81 C4orf47 C5AR1 C6orf118 C7orf57 C8orf34 C9orf24 CABCOCO1 CACNG6 CAPS2 CAPSL CCDC103 CCDC13 CCDC148 CCDC157 CCDC170 CCDC181 CCDC24 CCDC33 CCDC39 CCDC60 CCDC65 CCDC74A CCDC74B CCDC78 CCDC81 CCDC88C CCN2 CD164L2 CD38 CDHR3 CDHR4 CDS1 CEBPA CEP162 CEP43 CEP97 CES1 CES4A CFAP126 CFAP144 CFAP20DC CFAP210 CFAP221 CFAP276 CFAP299 CFAP300 CFAP43 CFAP44 CFAP46 CFAP47 CFAP52 CFAP53 CFAP54 CFAP57 CFAP61 CFAP69 CFAP90 CFAP91 CFAP92 CFAP95 CFP CHST11 CHST9 CIBAR2 CLDN16 CLXN COL4A5 CP CPEB1 CPLANE1 CROCC CSMD1 CSPP1 CST6 CXXC4 DALRD3 DCDC1 DCDC2 DCP1B DGCR6 DHRS9 DLEC1 DMPK DNAAF1 DNAAF4 DNAH1 DNAH10 DNAH11 DNAH12 DNAH5 DNAH6 DNAH7 DNAH9 DNAI1 DNAI2 DNAI3 DNAI4 DNAI7 DNAL1 DPCD DPY19L1 DPY19L2 DPY19L2P2 DRC1 DTHD1 DTNA DYDC2 DYNC2H1 DYNLT5 DZIP1L DZIP3 ECRG4 ECT2L EFCAB10 EFHB EFHC1 EFHC2 ENDOG ENPP4 ENPP5 ENSG00000269896 EP300-AS1 ERBB4 ERICH2 FABP6 FAM166C FAM174A FAM227A FAM81B FBXO15 FBXO31 FBXO36 FGF14 FHAD1 FRMPD2 FYB2 GALC GALNS GAS2L2 GAS8 GCA GIHCG GJA4 GLB1L GLIS3-AS1 GOLGA2P5 GPC5-AS1 GPRASP3 GYG2P1 HHLA2 HOATZ HYDIN IFT46 IFT57 IFT80 IFT81 IFT88 IKZF4 IL20RA IL5RA INPP5B IQCA1 IQCD IQCH IQUB ITGAL ITGBL1 KATNB1 KCNB1 KCNE1 KCNMB2 KCNRG KIAA2012 KIF17 KIF19 KIF27 KIF3A KIF6 KIF9 KLF3-AS1 KLHDC9 KLHL32 KNDC1 KSR1 LDLRAD1 LGR4 LINC00205 LINC01571 LINC01722 LINC02345 LINC02532 LINC02696 LINC03086 LKAAEAR1 LMLN LRIG1 LRRC10B LRRC23 LRRC27 LRRC46 LRRC61 LRRC71 LRRC74B LRRIQ1 LRWD1 LTBP1 LZTFL1 MACF1 MAP9 MAPK15 MAPRE3 MARCHF10 MAT1A MB MDH1B MDM1 METTL27 MIPEPP3 MLF1 MLLT1 MLPH MOB1B MORN2 MORN3 MPDZ MRLN MS4A8 NBEA NEK10 NEK5 NELL2 NHLRC4 NOVA1 NPHP1 NPIPA1 NRP2 NWD1 NXF3 ODAD1 ODAD4 ODF3B OR7E37P OSGEP OTUD1 OXTR P4HTM PACRG PECR PFN2 PHTF1 PIH1D2 PLAAT2 PLCB2 PLCG2 PLEKHS1 PNO1 POLQ PPP1R36 PPP1R42 PRICKLE2 PRICKLE2-AS3 PRR29 PRUNE2 PSENEN PTOV1-AS2 PTPRT PTRH1 PZP QTRT1 RABL2A RABL2B RAET1E RARB RASA3 RBM38 RGS22 RHPN1 RIBC1 RIBC2 RIIAD1 RITA1 RNASE4 RNLS ROPN1L RPGRIP1L RRAD RSPH1 RSPH4A RSPH9 RUVBL1 SAMD15 SAXO2 SCGB2A1 SDF2L1 SGMS2 SHANK2 SIAH3 SLC12A7 SLC13A3 SLC22A16 SLC22A18 SLC25A29 SLC27A2 SLC41A1 SLC44A4 SLC6A9 SLC7A2 SLC9A4 SMPD2 SMPD3 SNORA7B SNTN SNX13 SNX29 SNX7 SPA17 SPAG1 SPAG17 SPAG6 SPAG8 SPATA17 SPATA18 SPATA4 SPATA6L SPATS1 SPEF1 SPEF2 SSBP4 SSUH2 ST6GALNAC2 STK33 STMND1 STOML3 STX2 STX7 SVOPL SYBU SYNE1 SYT10 SYTL3 TBC1D31 TCTN1 TEKT2 TEKT3 TEKT4 TFF3 TGM3 TIMM10B TMC5 TMEM151B TMEM190 TMEM231 TMEM232 TMEM234 TMEM45B TMEM67 TNFRSF19 TOGARAM2 TP73 TRIM37 TRMT1 TRMT9B TRPC1 TSNAXIP1 TSPAN15 TSPAN19 TTC16 TTC21A TTC23L TTC26 TTC30A TTLL6 TTLL7 TTLL9 TUBA4B TXNDC11 UBE3D UBXN10 UBXN11 USP2 USP24 USP51 VWA3A VWA3B WAKMAR2 WARS1 WDR19 WDR38 WDR54 WDR5B WDR90 WFDC3 WNT16 ZBBX ZBED4 ZBED5-AS1 ZMYND10 ZMYND12 ZNF273 ZNF322 ZNF440 ZNF674 ZNF688 GAO_ESOPHAGUS_25W_C2_KRT6BPOS_SECRETORY_PROGENITOR_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAO_ESOPHAGUS_25W_C2_KRT6BPOS_SECRETORY_PROGENITOR_CELLS ADAM28 ADM AGFG2 APOBEC3A ATP10B BAHD1 BLNK BMAL2 CACNB1 CALHM2 CDKN2A CEACAM1 CTSV CYP2B7P DUOX2 DUOXA2 DUSP10 DUSP5 EPS8L1 GAN GBP4 GDPD3 GIT2 GK GPR160 GPRC5A GPT2 HDAC9 HOPX HTRA2 IGF2BP2-AS1 ISG15 KRT78 KYNU LINC01559 LIPH MACC1 MANSC1 MBD6 MCPH1 MID2 MNX1 MUC21 MUC3A NCCRP1 NTHL1 NTN4 OAS1 PDE9A PDP1 PDZK1IP1 PRSS22 PRSS27 PRSS8 RNF103-CHMP3 S100A8 SECTM1 SLC15A1 SLC6A14 SPNS2 SPRR2A ST3GAL4 STEAP4 TBC1D2 TGM2 TMPRSS11B TMPRSS11D TMPRSS11E TOR1B USP6NL VASN VCPKMT XDH YJU2 ZFAND2A ZNF503-AS1 ZNF710 GAO_ESOPHAGUS_25W_C3_FGFR1LOW_EPITHELIAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAO_ESOPHAGUS_25W_C3_FGFR1LOW_EPITHELIAL_CELLS ACSF3 ARRDC2 C19orf48P CCDC15 CD52 CD69 CDIP1 CLCA2 CLOCK CRTC1 CYTIP DCAKD DIAPH3 DIPK1B DNAJC4 FABP3 GAS2L1 GAS7 GATD1-DT GPC1 HYCC1 IL10RA IRGQ ISYNA1 L3MBTL3 LAPTM5 LPXN LTV1 MBNL3 MCUR1 MFSD3 NDRG4 NUP160 NUP35 PEX11A PHTF2 PIP4K2A PPP1R9B PWWP2A RALY-AS1 RBSN RNF166 RPL39L SH3KBP1 SHLD2 SLC2A3 SPATC1L TCF7 TET1 TMEM183A TRAF1 ZNF142 ZNF462 GAO_ESOPHAGUS_25W_C4_FGFR1HIGH_EPITHELIAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAO_ESOPHAGUS_25W_C4_FGFR1HIGH_EPITHELIAL_CELLS AARS1 ABHD8 ABI3BP ACKR1 ACOT9 ACP3 ADAM22 ADAM33 ADAMTS1 ADAMTS2 ADAMTSL1 ADGRB2 ADGRD1 ADGRL3 AFAP1L2 AOX1 APCDD1L-DT ARHGAP10 ARHGAP30 ARHGAP42 ARMH4 ASB2 ASPA ATP1A1-AS1 ATP9B ATXN1L BMP1 C17orf100 CA2 CADM4 CDC23 CDK5RAP1 CERS3 CHRDL1 CILP CISD3 CMTM3 COL16A1 COL17A1 COL5A3 COLEC12 CPZ CRKL CRMP1 CSAD CTSK CYP1B1 DAGLA DCHS1 DDX31 DENND10 DGUOK-AS1 DLC1 DLK1 DOCK11 EGR2 ELOVL6 ERMARD ETFRF1 FAM83C FBN1 FBXO4 FBXO44 FECH FGFR1 FKBP10 FKBP7 FLRT2 FNDC5 FOXF1 FRRS1 FSIP2 FURIN FZD10-AS1 GABBR1 GALT GARNL3 GAS1 GFRA1 GHR GLT8D2 GPR37 GRK5 HAUS2 HHAT HIC1 HMCN2 HSPA1L IFFO1 IKBIP INKA1 ISLR JAM2 JAM3 KCTD15 KDELR3 KLHL21 KLHL31 LAMA2 LCAT LETMD1 LHFPL6 LINC00330 LINC02256 LPAR4 LUM MED20 MED29 METTL17 METTL25 MFAP4 MFAP5 MMP2 MN1 NCBP1 NOD1 NOM1 NOMO1 NRP1 OGFOD3 P3H3 PAMR1 PBK PCDH18 PCDH9 PCOLCE PCSK6 PDGFRB PDGFRL PHETA1 PI15 PI16 PIANP PIGK PKDCC PLEKHG5 PLXNC1 POLL POSTN PRKG2 PSMG3-AS1 PTBP2 RARRES2 RIC1 ROBO3 RTL5 RWDD2A SCARA5 SDHAF4 SEH1L SH3PXD2B SH3TC2 SHQ1 SLC16A2 SLC35A1 SLC37A4 SLC45A1 SLC9A3-AS1 SLIT3 SNHG15 SNX10 SNX21 SOCS2 STARD9 STAT5B SVEP1 SYT1 TADA2B TARS3 TBC1D8B TENM4 TGFBR3 THBS2 TMEM132A TMEM144 TMSB15B TNFAIP6 TPGS1 TRERF1 TRIM6 TRIM65 TRIO TROAP TSPAN4 TTK U2AF2 USP32P2 USP49 VCAM1 VSTM4 WARS2 XPNPEP2 ZBTB17 ZDHHC8 ZFHX4 ZKSCAN3 ZNF354A ZNF436 ZNF512 ZNF546 ZNF587 ZNF628 ZNF700 ZNF761 ZNF773 ZNF799 ZSCAN22 ZZEF1 GAO_LARGE_INTESTINE_24W_C10_ENTEROCYTE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAO_LARGE_INTESTINE_24W_C10_ENTEROCYTE ANPEP AOC1 AQP8 C21orf62 CA7 CDHR5 CEACAM7 CLDN23 CNKSR1 CYP2W1 CYP3A5 DGAT1 DPEP1 EFNA2 EPS8L3 GPANK1 GSTA1 GUCA2A GUCA2B HTATIP2 IGF2BP2 KCNJ5 LAD1 LPAR5 LRRC57 LYPD8 MALL MAMDC4 MCF2L2 MLXIPL MOGAT2 MSLN MUC20 MYO1A NBEAL1 NOXA1 NR1H4 NR1I2 PARP12 PLS1 PRAP1 PRSS3 RARRES1 RNPC3 SI SLC13A1 SLC15A1 SLC35D2 SLC41A2 SLC6A19 SMIM24 SPIB STEAP1 TMEM45B TONSL ZNF264 GAO_LARGE_INTESTINE_24W_C11_PANETH_LIKE_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAO_LARGE_INTESTINE_24W_C11_PANETH_LIKE_CELL ABCA1 ABCG1 ABI3 ABRAXAS2 ACP5 ACTRT3 ADA2 ADAP2 ADCY7 ADCY9 ADGRG5 AIF1 AOAH APOBEC3A ARHGDIB ARL4C ARRB2 ATF5 ATP11A ATP1B3 ATP6V1B2 BCL2A1 BIRC3 BTK C1QA C1QB C1QC C2 C5AR1 CALHM6 CASP1 CCDC134 CCL3 CCL4 CCR1 CD14 CD163 CD163L1 CD180 CD209 CD300A CD300E CD33 CD37 CD4 CD40 CD48 CD53 CD68 CD74 CD83 CD84 CD86 CEBPB CFP CHI3L1 CLEC10A CLEC2B CLEC4G CLEC7A CMKLR1 CNEP1R1 CORO7 COTL1 CPVL CR1 CREG1 CSF1R CSF2RB CSF3R CTSC CTSL CTSZ CXCL10 CXCL16 CXCL2 CXCL3 CXCL8 CXCL9 CXCR4 CYBB CYRIA CYTH4 DAB2 DNAJA4 DNASE1L3 DOCK2 DOK2 DUSP2 DUSP6 EBI3 EDEM1 EIF4A3 ENSG00000215022 ENSG00000283674 EOLA1 EVI2B EYA2 F13A1 FAM110A FAM168A FCER1G FCGR1A FCGR2A FCGR3A FERMT3 FES FGD2 FGL2 FLI1 FMNL1 FPR1 FYB1 GATM GBP5 GFRA2 GGTA1 GLA GM2A GMFG GNL3 GNPDA1 GPR132 GPR137B GPR34 GPR65 GPSM3 HAVCR2 HCAR2 HCAR3 HCK HCLS1 HCST HLA-DMA HLA-DMB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB1 HMOX1 HPGDS HSPA6 ICAM1 ICAM4 IFI30 IFNGR1 IGSF6 IKZF1 IL10 IL1A IL1B IL1R2 IL1RN IL23A IL4I1 INHBA INPP5D IPMK IRF8 IRS2 ITGAM ITGAX ITGB2 ITGB2-AS1 JMY KIAA0930 KLHDC7B KYNU LAPTM5 LAT2 LCP1 LCP2 LGMN LILRB1 LILRB2 LILRB4 LILRB5 LINC00996 LIPA LMO2 LPAR6 LPCAT1 LSP1 LST1 LY86 LYN LYPD3 LYVE1 LYZ MAF MAFB MANBA MARCHF1 MCOLN1 MERTK METAP1D METRNL MFSD1 MMP9 MPEG1 MRC1 MS4A4A MS4A6A MS4A7 MTHFD2 NAIP NAMPT NCF1 NCF1B NCF2 NCF4 NCKAP1L NDST2 NFAM1 NFKBIE NINJ1 NINJ2 NLRP3 NPL NR4A2 NR4A3 NSMAF NUFIP1 ODF3B OGFRL1 OSM PACC1 PDE4B PELI1 PFKFB3 PGD PIK3AP1 PLA2G7 PLAU PLAUR PLCB2 PLCG2 PLEK PLIN2 PLXNC1 PPIF PRKCB PRMT9 PTAFR PTGS2 PTPRC PTPRE RAC2 RAP2B RASGEF1B RASSF5 RGS19 RHBDF2 RIC1 RILPL2 RIPK2 RIPOR1 RNASE6 RNF144B RSAD2 RUBCNL RUNX3 SAMSN1 SECTM1 SFMBT2 SGK1 SGPP1 SH2B3 SIGLEC1 SIGLEC11 SLA SLAMF7 SLAMF8 SLC15A3 SLC1A4 SLC23A2 SLC25A37 SLC35F6 SLC37A2 SLC7A5 SLC8B1 SLC9A9 SLCO2B1 SLFN11 SNN SNX10 SNX20 SOD2 SPI1 SPIC SPPL2A SRGN ST3GAL5 STAB1 STK26 STX11 TBXAS1 TFEC THBD TLR2 TLR4 TNF TNFAIP2 TNFAIP3 TNFRSF1B TNFSF13B TPP1 TRAF1 TSPAN33 TYROBP UAP1L1 UCP2 UVRAG VAV1 VPS9D1 WAKMAR2 WAS WDFY2 WDFY4 WIPF1 ZNF267 ZNF331 GAO_LARGE_INTESTINE_24W_C1_DCLK1POS_PROGENITOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAO_LARGE_INTESTINE_24W_C1_DCLK1POS_PROGENITOR ADAMTS1 ADAMTS2 ADAMTS4 ASPN AZIN2 BASP1 BOC C1QTNF3 C1QTNF6 C1R C1S C3 C7 CCDC80 CCL2 CERCAM CLDN11 CLEC11A COL14A1 COL16A1 COL1A1 COL1A2 COL3A1 COL5A1 COL5A2 COL6A6 COL8A1 COLEC12 CPXM1 CPZ CSF1 CTHRC1 CYBRD1 DCN DPT FBLN1 FNDC1 FZD1 GBP1 GBP1P1 GFRA2 GPC6 GSTM5 HAPLN3 HTRA1 HYCC1 ICAM1 IFI6 IFIT2 IFIT3 ISLR LAMA2 LOX LPAR1 LRRC17 LUM MAPK10 MATN2 MGP MMP2 MRC2 MX1 MYC NGFR NNMT OGN OLFML1 PAMR1 PCOLCE PDGFRL PDPN PHC1 PIEZO2 PLAGL1 PRICKLE1 QSER1 RCN3 RERG SCN7A SCUBE2 SERPINF1 SERPING1 SFRP1 SFRP2 SPARC SPON1 SPON2 SPTLC3 SRPX SVEP1 THBS2 TMEM59L TNFAIP6 TPST1 TTYH2 VASN VCAM1 VCAN ZNF469 GAO_LARGE_INTESTINE_24W_C2_MKI67POS_PROGENITOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAO_LARGE_INTESTINE_24W_C2_MKI67POS_PROGENITOR ACVRL1 ADGRF5 ANLN APLNR APOLD1 ARAP3 ARHGAP29 ARHGEF6 ASPM AURKB BGN BIRC5 CALCRL CASP10 CCNA2 CCNB1 CCNB2 CD248 CD34 CD93 CDC20 CDH5 CDK1 CDKN3 CENPF CENPW CLDN5 CLEC14A CLEC3B CRIM1-DT CYYR1 DIPK2B DLGAP5 EBF1 ECSCR EGFL7 EMCN ENG ERG ESAM F2R FABP4 FLT1 FOXC1 FZD4 GIMAP4 GIMAP6 GIMAP7 GNG11 H4C3 HEG1 HIP1 HMCN1 HSPA12B HYAL2 INPP5D IQGAP3 JAG2 JAM2 KDR KIF20B KNSTRN LDB2 LMCD1 LRRC32 LRRC8C MKI67 MMRN1 MMRN2 MXD3 MYCT1 NCAPD3 NDC80 NOS3 NRN1 NRP1 NUF2 NUSAP1 PALMD PCAT19 PECAM1 PHF19 PIMREG PLVAP PODXL PRC1 PTPRB PTTG1 RAMP2 RAMP3 RGCC RHOH ROBO4 RRM2 SEC14L1 SERPINE2 SHE SLCO2A1 SOX18 TACC3 TAL1 TFPI TIE1 TK1 TM4SF1 TOP2A TPX2 TRAIP TROAP TSPAN7 UBE2C UBE2T VWF GAO_LARGE_INTESTINE_24W_C4_PROM1LOW_PROGENITOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAO_LARGE_INTESTINE_24W_C4_PROM1LOW_PROGENITOR ALCAM GJC1 MEIS3 PART1 PTGES3L RAB9B SGCA GAO_LARGE_INTESTINE_24W_C5_LGR5POS_STEM_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAO_LARGE_INTESTINE_24W_C5_LGR5POS_STEM_CELL ACAD10 ACVR1C ADH1C ARSL ATP10B C16orf89 C6orf136 CDCA7 CFTR CHMP4C CHP2 CLDN15 CLDN2 CPA6 DAPK2 DDC EFNA3 EVPL F2RL1 FOXD2-AS1 GATA6-AS1 GDF15 GJB1 GJB2 GOLT1A GPX2 HNF1A HSD17B2 ITPKC LEFTY1 LGR5 LHFPL3-AS2 LIPG LY6G6D MGST1 MYOM3 NHERF4 NOX1 OLFM4 PCSK9 PKP2 PLAGL2 PLEKHH1 PPP1R1B PTGDR RGMB RNF157 RNF186 SCAND3 SFN SLC27A2 SLC38A4 SLPI SOX9 SULT1B1 TAF4B TMEM171 TSPAN8 URB1-AS1 ZNF296 GAO_LARGE_INTESTINE_24W_C6_SECRETORY_PROGENITOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAO_LARGE_INTESTINE_24W_C6_SECRETORY_PROGENITOR APOE ARHGAP4 BCYRN1 C1orf174 FAN1 ITGAX L3MBTL2 MBTPS1 MECOM NCF1B NRIP2 PJA1 PLXND1 PP7080 RPS18P9 SFXN1 STAB1 SYNE1 TYMP WASH3P WASHC1 YARS1 GAO_LARGE_INTESTINE_24W_C7_GOBLET_PROGENITOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAO_LARGE_INTESTINE_24W_C7_GOBLET_PROGENITOR ARL14 ATP6V1H C16orf87 CHKB CHST5 ELAPOR1 FOXA3 GALNT5 GPRIN2 ICA1 NFX1 PURA REG4 SLC39A7 SPINK4 TSPAN15 WFDC2 ZG16B GAO_LARGE_INTESTINE_24W_C8_GOBLET_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAO_LARGE_INTESTINE_24W_C8_GOBLET_CELL ANO7 ATP2C2 B3GNT6 BCAS1 CAPN8 CEACAM5 CEACAM6 CHGA CLDN8 DHRS9 ENTPD8 ERN2 FAM110C FER1L6 GALNT3 GPA33 HLA-F IFI27 LGALS9C MAP7 MLPH MUC4 MUC5B OSBPL7 PLCD1 PLEKHA6 PTPRN2 RASEF SBNO1 SCNN1A SLC17A5 SLC37A1 SORL1 SPDEF STXBP5-AS1 SYT7 SYTL2 TSPAN1 UGT2B7 ZG16 ZMYND8 GAO_LARGE_INTESTINE_ADULT_CA_ENTEROENDOCRINE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAO_LARGE_INTESTINE_ADULT_CA_ENTEROENDOCRINE_CELLS ABAT ABTB3 ACP3 ADAMTSL2 ADCY1 AFF3 AGTR1 AKAP6 ALKAL1 ALPK3 AMER3 AMIGO2 ANK2 AOAH AP3B2 APBB1 APLP1 APOD ARC ARHGEF38-IT1 ARNT2 ARVCF ASPA ATP6V1C2 B3GAT1 BAIAP3 BCAS4 BEX1 BMERB1 BMPER BMPR1B BNIP3 C19orf44 C1orf127 C2CD4B C3orf14 C7 CACNA1A CACNA1C-AS1 CACNA1D CACNA2D1 CADPS CALML3-AS1 CAMK2B CAMK2N2 CASR CASTOR3P CBLN1 CBLN2 CBX6 CCDC181 CCDC40 CCDC74A CCDC74B CDH22 CDHR3 CDK5R2 CDKN2A CEP126 CEP170 CES1 CFAP300 CFC1 CHGB CHRNB2 CNIH2 COL2A1 COL5A2 COL8A2 CPB1 CPE CPLX2 CRYBA2 CTNND2 CXCL6 CXXC4 DIRAS3 DNAI3 DNAI7 DRICH1 DUSP26 DUSP4 DZIP3 EFCC1 ELAVL4 ENKD1 ENPP2 ENSG00000286190 ETV1 F5 FAP FAR2P2 FBLL1 FBXL16 FEV FFAR2 FGFBP3 FGFR1 FMN2 FRMD6 FRY FSTL4 FTX GALR1 GDF11 GFRA3 GJA4 GLIS3 GLYATL3 GNAO1 GNAZ GNG2 GOLGA7B GPR173 GPRASP1 GPRIN1 GSG1 GULP1 HDAC9 HOPX IGFBP3 INSL5 INSM1 ISL1-DT ISYNA1 JAZF1 KCNC1 KCNH2 KCNH6 KCNH8 KCNJ3 KCNK3 KCNMB2 KIAA0319 KIF1A KIF26A KIF5C KL KLRC2 KRT40 LARP6 LCN15 LINC00670 LINC01014 LINC01571 LINC01725 LINC02593 LINC02712 LMX1A LRRC36 MAFA MAMSTR MAP1B MAP2 MAP6 MAP7D2 MAP9 MAPK8IP1 MAPK8IP2 MAPRE3 MARCHF4 MARK1 MATCAP2 MCOLN3 MLXIPL MMP2 MS4A8 MSI1 MTCL1 MTURN NAB2 NBEA NCALD NCKAP5 NEFL NEUROD1 NFASC NINL NKX2-2 NOL4 NPY1R NRP1 OGDHL OR51E2 OSCP1 PALMD PAM PAPPA2 PAX4 PAX6 PCBP4 PCDH9 PCLO PCSK1 PCSK1N PDE2A PDX1 PEG10 PENK-AS1 PF4V1 PGAM2 PITX3 PLCXD3 PLXND1 PNPLA3 PPFIA2 PRAF2 PRKD1 PRPH PSCA PTK7 PTPRN QPCT RAB3C RAI2 RAMP1 RANBP3-DT RAPGEF4 RASA4 REG4 RFX3 RFX6 RGS4 RGS9 RIIAD1 RIMBP2 RIMS2 RNF183 RTN1 RUNDC3A SAMD3 SCAMP5 SCG2 SCG3 SCG5 SCGN SCN3A SCRN1 SCT SDK2 SEMA3G SERTAD4BP SETBP1 SEZ6 SLAIN1 SLC15A1 SLC16A12 SLC16A2 SLC18A1 SLC25A27 SLC26A4-AS1 SLC26A7 SLC29A4 SLC38A11 SLC5A8 SLC7A2 SMARCA1 SMOC1 SNAP25 SOGA3 SOX12 SPART SPHK1 SPOCK1 SPRED3 SPTBN4 SSTR5-AS1 ST18 STK33 STMN2 STMN3 STX1A STXBP5L SV2C SYN1 SYNPR SYP SYT1 SYT4 SYT5 TAF6L TAFA5 TAMALIN TCEAL3 TDRP TFPI TGM3 THSD7A TM7SF2 TMEM132D TMEM198 TMEM63C TMOD1 TNNC1 TPH1 TRAM1L1 TSPAN5 TTC23L TTC41P TTR TUBA1A TUBB2B UCN3 UNC13A VAT1L VGF VNN3P VWA5B2 WASF3 ZFR2 ZNF460 ZP2 GAO_LARGE_INTESTINE_ADULT_CE_OLFM4HIGH_STEM_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAO_LARGE_INTESTINE_ADULT_CE_OLFM4HIGH_STEM_CELL AADACP1 ABCA9 ABCB6 ABCG1 ACSL1 ADAP2 ADGRF2 ADH1A ADHFE1 AIRE AKR1D1 ALKBH1 AMER2 ANKDD1B ANKMY1 ANKS1B ANTXR1 AOC3 AP3M2 APBB1 APOBEC3A AQP11 ARRB2 ATP1A2 ATP6V0D2 AUNIP B4GALNT4 B4GALT6 BAG2 BARX2 BASP1-AS1 BCAM BCL6 BEGAIN BLM BMAL1 BNC2 BTBD8 C11orf96 C14orf132 C16orf95 C17orf97 C1orf226 C2CD4C C2orf74 C5AR1 C7 CACNA1C CACNA1I CACTIN CAND2 CASQ2 CATSPERE CBX7 CCDC170 CCDC80 CCNP CD109-AS1 CD28 CD300E CD36 CDC20B CDC45 CDH6 CDKL2 CECR2 CENPE CEP152 CEP290 CGNL1 CHIC1 CHST13 CLEC16A CLEC19A CMKLR2-AS CMPK2 CMYA5 CNBD2 CNNM1 COL4A6 COL5A1 COL6A4P2 CPB2-AS1 CPED1 CPT1B CTBP1-AS CTIF CTSZ CTU1 CX3CL1 CXCL5 CYP2B6 DAND5 DCBLD1 DCDC2 DGAT2 DGKG DHX57 DLST DNAH5 DNAJC9-AS1 DUSP16 EFR3B ELOVL5 ENSG00000236064 ENSG00000236393 ENSG00000249328 ENSG00000255537 ENSG00000274253 ENSG00000290498 ENSG00000290755 ENTPD1-AS1 EPG5 EPGN EYS FAM185A FAM86B3P FAM89A FFAR2 FILIP1L FOXL2NB FOXP2 FPR1 GARIN5A GAS6-DT GATA2 GBGT1 GFI1 GINS1 GJC1 GNA12 GOLGA8H GPC6 GREM1 GRIP2 GSDMA GTF2IRD1 GUCY1A1 HACE1 HAR1A HAUS8 HCAR2 HCN3 HEG1 HIVEP1 HLA-DQB1 HLA-DRB6 HMCN2 HNRNPKP3 HOXD4 HSD17B7P2 HSPA4L HTR4 IFIT2 IFIT3 IKZF4 IL10RB-DT IL23A IL4I1 IL6ST-DT INKA2-AS1 INTS2 IRAK2 KCNA5 KCNA7 KCNH8 KCNIP4 KCNQ4 KIF14 KIF21B KLF7 KLHL25 KLHL32 KRBOX4 KRT18P55 LATS2 LIG4 LIMS2 LINC00174 LINC00311 LINC00471 LINC00485 LINC00598 LINC00887 LINC00970 LINC01012 LINC01179 LINC01191 LINC01247 LINC01315 LINC01426 LINC01448 LINC01492 LINC01551 LINC01804 LINC02016 LINC02087 LINC02202 LINC02245 LINC02681 LINC02893 LIPE LMNB1 LOXL1 LRRC20 LRRC73 LST1 LTB LYRM9 MAMLD1 MAP2 MAPK11 MEIS3P1 MEOX2 MEX3B MEX3D MLXIPL MPL MPP7 MS4A10 MS4A7 MSANTD4 MSLN MSX1 MTUS2 MUC5AC MYBPC3 MYH11 MYT1 NANOS1 NBR2 NFATC1 NFATC4 NIN NKX3-1 NPHP4 NRGN NRIP2 OBSCN OGFR OR1N2 OR5M9 OR7D2 OR7E12P OVCH1 OXER1 OXGR1 PAXBP1-AS1 PCED1B PDGFRB PDZD4 PFN1P2 PHKA1 PHLDA3 PIPSL PKP1 PLA2G4E PLEK PLXDC1 PLXNC1 PMCHL2 POLQ POLR3G POM121L10P PPEF2 PPIEL PPP1R37 PREX1 PRND PRPF4 PRR12 PRR7 PSORS1C1 QKI QRFPR RAB11FIP3 RAB36 RALYL RAMP3 RBBP9 RBM26-AS1 RBP7 RBPMS RCAN2 RDH8 RHBDL3 RIPOR2 RMI2 RNF215 RPS2P32 SAP25 SCAND3 SCN11A SDK1 SENP3 SERPINB5 SERPINI1 SH2D7 SKI SLC12A4 SLC16A14 SLC18A1 SLC1A2 SLC22A8 SLC24A4 SLC7A14 SLC9A7P1 SNTA1 SNTN SPESP1 SSPN ST3GAL5 SV2B SYNPO SYNPO2L TBC1D25 TBKBP1 TBX2 TCTN2 TDRD5 TEKT5 TEX11 THAP8 TIMP4 TLR1 TMEFF2 TMEM102 TMEM169 TMEM178A TMEM239 TMEM30A-DT TMEM47 TMEM91 TNFSF15 TOX2 TRNP1 TRPV6 TSPYL5 TTK TUBA8 UBOX5 UHRF1 UNC5CL VASN VMAC VPS33B-DT WFDC10B WFDC3 WIPF3 WNT11 WNT9B ZC3H7B ZDBF2 ZDHHC8BP ZFPM1 ZNF17 ZNF227 ZNF234 ZNF25 ZNF316 ZNF324 ZNF334 ZNF467 ZNF565 ZNF618 ZNF653 ZNF674 ZNF674-AS1 ZNF697 ZNF709 ZNF740 ZNF75D ZNF773 ZNF845 ZXDB GAO_LARGE_INTESTINE_ADULT_CF_GOBLET_CELL_SUBTYPE_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAO_LARGE_INTESTINE_ADULT_CF_GOBLET_CELL_SUBTYPE_1 ARHGAP31 B3GNT6 CAPN9 CBFA2T3 CCNJL CEP192P1 FAM174B FAM177B FAXDC2 FER1L6 FFAR4 FRMD3 GALNT8 GPR153 KLK15 LRRC26 MB MYRIP PFKFB4 RASD2 SYTL5 TBX10 TPSG1 TRPA1 GAO_LARGE_INTESTINE_ADULT_CG_GOBLET_CELL_SUBTYPE_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAO_LARGE_INTESTINE_ADULT_CG_GOBLET_CELL_SUBTYPE_2 ACBD7 ACTE1P ADAMTS4 ANKRD45 ANTXR1 ARGFX AZU1 BNC2 C1S CEACAM22P CLEC14A DCN DEFA4 DNAH5 DSC3 ENSG00000176593 FERMT2 FGD5P1 FYB1 FZD4 GABRB2 GAN GNRHR2 GRM6 HAND2-AS1 IGFBP5 IL10 KCNMB4 KDR KLRD1 LEMD1-AS1 LINC01205 LINC01448 LINC01744 LINC02078 LINC02444 LRRN1 MCMDC2 MNDA MPDZ MUC19 NOS1 PTGIS PXDC1 RNF212 RYR2 SLC36A2 SMIM17 SPACA6-AS1 ST8SIA1 SULT1C4 SYCP2 SYNPO2 VIPR2 VWF ZFP42 ZNF114 GAO_LARGE_INTESTINE_ADULT_CH_MKI67HIGH_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAO_LARGE_INTESTINE_ADULT_CH_MKI67HIGH_CELLS ANLN APOBEC3B ARHGAP11A ARHGAP11B AURKB BIRC5 BUB1 BUB1B CCDC74A CCNA2 CDC25C CDC45 CDCA2 CDCA3 CDCA5 CDCA8 CDH16 CENPA CENPF CENPH CEP55 CHAF1B CIP2A CIT CKAP2L DDIAS DDX11-AS1 DEPDC1 DEPDC1B DIAPH3 DNA2 DSCC1 DTL E2F8 ELAVL2 EME1 ERCC6L ESCO2 ESPL1 EXO1 FAM111B FAM201A FANCB FANCD2 FCAMR FEN1 FOXM1 GJB7 GTSE1 H1-5 HJURP HMMR HROB IQGAP3 KIF11 KIF15 KIF20A KIF23 KIF2C KIF4A KIFC1 LINC00628 LYPD5 MAILR MCM10 MKI67 MNS1 MYBL2 MYO3A NCAPG NCAPH NDC80 NEIL3 NEURL3 NRM NUF2 OIP5 PARPBP PBK PDIA2 PIF1 PIMREG PKMYT1 PLK4 POC1A RAD51 RAD51AP1 RAD54B RAD54L RDM1 REXO5 RGP1 SERPINA6 SKA3 STAG3 TACC3 TDRKH TEDC2 THAP10 TMEM237 TMPO-AS1 TOP2A TPX2 TRIP13 TROAP UBL7-DT ZNF599 GAO_LARGE_INTESTINE_ADULT_CI_MESENCHYMAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAO_LARGE_INTESTINE_ADULT_CI_MESENCHYMAL_CELLS A1BG ABCB9 ABI3 ACAP1 ADA ADA2 ADAM19 ADAM28 ADAM8 ADGRG5 AIM2 ALOX5 ALOX5AP AMPD1 ANKRD20A11P ANKRD28 ANKRD36BP2 ANKRD44 ANXA6 APBB1IP APOBEC3G AQP3 ARHGAP15 ARHGAP25 ARHGAP30 ARHGAP4 ARHGAP6 ARHGAP9 ARHGDIB ASB2 ATP8B2 BASP1 BLK BLVRA BMF BNIP3 BRSK1 BST2 BTK BTN2A2 C16orf54 C16orf74 C1QC CABLES1 CAV1 CCDC102A CCDC69 CCDC88A CCR10 CD19 CD2 CD27 CD300A CD37 CD3D CD3E CD48 CD52 CD53 CD69 CD7 CD79A CD79B CDK14 CDKN2A CEP128 CEP85L CERCAM CFAP54 CHST11 CHST15 CIBAR2 CLEC2B CLECL1P CLIP4 COL18A1 COL24A1 COL4A4 COL9A3 COQ10A CORO1A CPNE5 CREB3L2 CSF2RB CSGALNACT2 CST7 CTSW CYBB CYP4F29P CYRIA CYTH4 CYTIP CYTOR DAPP1 DENND5B DENND6B DERL3 DOCK2 DOCK8 DOK2 DOK3 DTNB DUSP5 EAF2 ELMO1 EMB EMP3 ENO2 ERN1 EVI2A EVI2B FAM117A FCGR2B FCMR FCRL2 FCRL5 FER1L4 FGD2 FGL2 FICD FLI1 FLT3LG FRMD6 FXYD5 FYB1 FYN GABRR2 GAMT GIMAP4 GLCCI1 GLDC GLIPR1 GMFG GNG2 GNG7 GOLGA8IP GPLD1 GPR15 GPR183 GPR65 GPSM3 GRK5 GSTM2 GYPC HCLS1 HCST HERC5 HHEX HLA-DOB HLA-DPA1 HOMER3 HVCN1 HYCC1 ICAM1 ICAM4 IFFO2 IFNAR2 IGF1 IGFLR1 IGLL5 IKZF1 IL10RA IL10RB-DT IL12RB1 IL16 IL23A IL27RA IL7R INPP5D IRAG2 IRF4 IRF5 ISG20 ITGA4 ITGA8 ITGAL ITGB2 ITGB7 JSRP1 KCNA3 KCNAB2 KCNN3 KIF19 KLHL5 KLHL6 LAMA5 LAMP3 LAPTM5 LAX1 LCK LCP1 LGALS1 LILRB1 LIMD2 LINC-PINT LINC00309 LINC00582 LINC00996 LINC01480 LINC02362 LINC02384 LRRC8C LSP1 LY6E LY9 LY96 MANEA MAP4K1 MEF2C MEI1 MIAT MICB MSN MX2 MYL2 MYO1G MYO5A MZB1 NCF1 NCF1B NCF1C NCF4 NCKAP1L NFATC1 NIBAN1 NKG7 NLRP1 NR3C1 NR4A3 NUGGC NXPE3 OAS2 ODF3B OSBPL3 OSR2 P2RX1 P2RX5 P2RY10 PAIP2B PAQR6 PARVB PARVG PCBP1-AS1 PCED1B-AS1 PDE4B PDK1 PECAM1 PGLYRP2 PHGDH PIK3CG PLAAT3 PLEKHO1 PNOC POU2AF1 POU2F2 PPM1K PPP1R16B PPP1R18 PRDM1 PRKCB PTPN7 PTPRC PTPRCAP PTPRS RAB30 RAB34 RASA3 RASAL3 RASGRP3 RASSF5 RCSD1 RELT RFLNB RGCC RGS1 RGS19 RHEX RHOH RHOQ RNF122 RRAGD RUNX2 RUNX3 S100A4 SAMSN1 SASH3 SCPEP1 SEC14L1 SELENOM SELPLG SEPTIN1 SEPTIN6 SFMBT2 SIT1 SKAP1 SLA SLAMF1 SLAMF7 SLC12A4 SLC1A4 SLC2A3 SLC47A1 SLC7A5 SLC7A7 SLFN11 SNAI3 SP140 SPAG4 SPINK2 SPOCK2 SRGN ST3GAL1 ST3GAL6 ST8SIA4 STAP1 STAT4 STX11 SUSD3 SYNE3 SYNGR1 TAGAP TASL TBC1D10C TCF4 TET1 TEX14 TGFB1 THEMIS2 TMC8 TMEM156 TMEM45A TNF TNFRSF13B TNFRSF17 TNFRSF18 TNFRSF4 TNS1 TP53INP1 TPSAB1 TPSB2 TPST2 TRAF3IP3 TRG-AS1 TRIB2 TRIM69 TRPV2 TRPV3 TUBG2 UAP1L1 VIM VPREB3 WAKMAR2 WAS WIPF1 WNT10A XCL2 ZAP70 ZBP1 ZEB1 ZEB2 ZNF532 GAO_LARGE_INTESTINE_ADULT_CJ_IMMUNE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAO_LARGE_INTESTINE_ADULT_CJ_IMMUNE_CELLS A2M A2M-AS1 A4GALT ABCA8 ABI3BP ABLIM3 ACKR3 ACSL4 ACTA2 ADAM19 ADAM28 ADAM33 ADAMDEC1 ADAMTS1 ADAMTS5 ADGRA2 ADGRB3 ADGRF5 ADGRL3 ADH1B AEBP1 AGT AICDA ALDH1A3 ALKAL2 AMOTL1 ANGPT1 ANGPTL2 ANKRD20A8P ANKRD29 ANTXR1 ANXA1 ANXA6 AOC3 APLNR APOD APOE APOL4 ARHGAP29 ARHGAP6 ARHGEF15 ARHGEF17 ARL10 ARMCX1 ASAP1 AXL BCL6B BGN BMP4 BMPER BST2 C11orf96 C14orf132 C1R C1S C2orf74-DT C8G CALCRL CALD1 CAV1 CAV2 CAVIN1 CAVIN2 CAVIN3 CBX6 CCDC102B CCDC8 CCDC80 CCL11 CCL2 CCM2L CD34 CD36 CD4 CD93 CDH11 CDH13 CDH5 CDH6 CEP112 CFH CHL1 CHST11 CHST7 CLDN5 CLEC11A CLEC14A CLEC3B CLIC2 CLMP CNRIP1 CNTLN COL12A1 COL13A1 COL14A1 COL15A1 COL18A1 COL1A1 COL1A2 COL27A1 COL3A1 COL4A1 COL4A2 COL4A5 COL4A6 COL5A1 COL5A2 COL5A3 COL6A1 COL6A2 COL6A3 COLEC12 COX7A1 CPAMD8 CPED1 CRIP2 CRISPLD2 CSF1 CSF3R CSMD3 CSPG4 CTSF CXCL12 CXCL14 CYBRD1 CYGB CYP27C1 CYYR1 DACT1 DCHS1 DCN DKK3 DLC1 DMD DNM3OS DPYSL3 DYNC2H1 DZIP1 ECM1 ECSCR EDNRA EDNRB EFEMP1 EFEMP2 EGFL7 EGFLAM EHD2 ELMO1 EMCN EMID1 EMILIN1 ENG ENHO ENPP2 ENSG00000275563 EPIST ESAM ETS1 ETV1 EVA1B F10 F2RL3 FABP4 FADS1 FAM107A FAM13C FAM20C FAM24B FBLN1 FBLN5 FBN1 FBXL7 FENDRR FERMT2 FGD5 FGFR1 FHL1 FILIP1L FKBP10 FLNA FLT1 FOXF1 FOXF2 FOXQ1 FRMD6 FRY FST FSTL1 FXYD1 FXYD6 GALNT15 GASK1B GBP4 GDNF GGT5 GIMAP6 GIMAP7 GIMAP8 GJA1 GJA4 GKN1 GLI3 GLIS2 GLP2R GNG11 GPC6 GPX3 GRK5 GUCY1A1 GULP1 HECW2 HEG1 HIGD1B HOXB2 HS6ST1 HTR3B HTRA1 IFI44L IFIT5 IGDCC4 IGFBP3 IGFBP5 IGFBP6 IGFBP7 IL1R1 IL33 INHBB IRAG1 ISLR ISYNA1 ITGA1 ITGA11 ITGA5 ITGA7 ITIH5 ITPR1 JAK2 JAM2 JAM3 JCAD KANK2 KANK3 KCNJ8 KIAA1755 KIFC3 KIRREL1 KLHL5 LAMA4 LAMA5 LAMB2 LAMC1 LAMC3 LBH LCA5L LCAT LDB2 LGI4 LHFPL6 LIFR LIMCH1 LIMS2 LINC00472 LINC01082 LINC01876 LMOD1 LOX LRP1 LRRC32 LRRC49 LRRN3 LTBP2 LUM LY6E MAF MAGI2-AS3 MAMDC2 MAP1B MAP7D3 MAPK10 MCAM MCTP1 MEG3 MEIS2 MEIS3 MFAP4 MFGE8 MGP MMP11 MMP19 MMP2 MMRN2 MRC2 MSC-AS1 MSN MSRB3 MX2 MXRA5 MXRA7 MXRA8 MYCT1 MYL9 NDST1 NDUFA4L2 NDUFAF4P1 NEGR1 NES NEXN NFATC4 NID1 NKX2-3 NNMT NOTCH3 NOTCH4 NPAS3 NPR3 NR2F1-AS1 NRP1 NSG1 NUAK1 OBSCN OLFM1 OLFML2A OLFML3 OR7E47P PAM PAPPA PCAT19 PCDH18 PCDH19 PCOLCE PDE1A PDE1C PDE2A PDE7B PDGFC PDGFD PDGFRA PDGFRB PDLIM4 PDLIM7 PDPN PEAR1 PECAM1 PFN1P2 PGBD1 PGF PHF10 PHGDH PINLYP PITX1 PKD2 PLAC9 PLAT PLAU PLEK PLEKHA4 PLVAP PLXND1 PMP22 POSTN POU5F1P4 PPP1R14A PPP1R16B PPP1R18 PREX2 PROCR PTCH1 PTCH2 PTGS1 PTH1R PTN PTPRM PTPRS PXDN QKI RAB34 RAB8B RAI14 RAMP2 RAMP3 RAPGEF3 RASAL2-AS1 RASIP1 RBM15-AS1 RBMS1 RBMS3 RBP1 RBP5 RBPMS RECK RFLNB RFTN1 RGS5 RHOJ RIPOR1 ROBO4 RPS6KA2 RUNDC3B RYR3 S1PR3 SALL1 SAMD4A SCARA5 SCARF2 SCD5 SCN7A SCUBE2 SDC2 SDC3 SEPTIN4 SERPINF1 SERPING1 SFRP1 SGCD SGCE SGIP1 SGTB SHANK3 SHC2 SLC12A4 SLC15A3 SLC24A3 SLC2A3 SLC38A6 SLC7A2 SLFN11 SMARCA1 SNAI2 SNAP91 SNED1 SNX18 SOBP SOX18 SOX6 SOX7 SPARC SPARCL1 SPART SPON2 STARD8 STC1 STEAP4 STMN2 STOM STOX2 SULF1 SYDE1 SYDE2 SYNM SYNPO2 TBX2 TCF21 TCF4 TEK TET1 TFPI TGFBI TGFBR3 TGM2 THBD THSD1 THY1 TIMP2 TIMP3 TMEM119 TMEM204 TMEM273 TMEM47 TMTC1 TNFAIP2 TNS1 TNS2 TPM2 TRIM49B TRPA1 TRPC1 TRPV2 TSHZ2 TSHZ3 TSPAN11 TSPAN2 TSPAN4 TSPAN9 TTC7B TUBB6 UNC5C VCAN VSTM2A VSTM2A-OT1 VWF WDR35 WFS1 WNT5A WWC2 WWC3 WWTR1 XIRP2 ZCCHC24 ZEB1 ZEB2 ZKSCAN8P1 ZNF155 ZNF521 ZNF667-AS1 ZNF687 GAO_SMALL_INTESTINE_24W_C1_TUFT_PROGENITOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAO_SMALL_INTESTINE_24W_C1_TUFT_PROGENITOR ANAPC1P2 ARG2 CCL2 GSS H1-0 HOXA5 IER3 NECAP1 TPM2 TUBA8 ZNF609 GAO_SMALL_INTESTINE_24W_C2_PROCRPOS_PROGENITOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAO_SMALL_INTESTINE_24W_C2_PROCRPOS_PROGENITOR CD248 CDH9 CUEDC2 FLRT2 GPC3 GPX7 IGFBP5 IL11RA ITM2A LHFPL6 LRRC17 MEOX2 MFAP4 MGP PCOLCE PI15 PLAC9 PRAF2 RAB23 RAMP2 RCN3 SFRP2 GAO_SMALL_INTESTINE_24W_C3_ENTEROCYTE_PROGENITOR_SUBTYPE_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAO_SMALL_INTESTINE_24W_C3_ENTEROCYTE_PROGENITOR_SUBTYPE_1 AADAC ADH1C ATP2A1 BOP1 C17orf78 CA3 CAMKV CASC2 CCL25 CD24 CDK5 CHCHD10 COMMD1 CYP2J2 DMBT1 DNAJC14 DRG2 DUS3L ENPP4 FCSK GCNT1 GSTA1 GSTA2 HDDC3 KIF26B MATN1-AS1 MGST1 NR5A2 PCYOX1L PEX14 PIGH PLEK2 POF1B PRR15 PRR15L RNASE6 SCARNA2 SLC2A1 SLC35A4 SLC35C2 SLC51B ST20 STARD13-AS TATDN1 TSPAN8 TTR VPS26B ZNF586 GAO_SMALL_INTESTINE_24W_C4_ENTEROCYTE_PROGENITOR_SUBTYPE_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAO_SMALL_INTESTINE_24W_C4_ENTEROCYTE_PROGENITOR_SUBTYPE_2 ABCC2 ABRACL ACP5 AFP AGT ALDOB ALPI ANXA4 AOC1 APOA1 APOA4 APOB APOC3 AQP1 ASAH1 ATP1B3 C11orf86 C8G CELP CFB CFI CHST13 CNKSR1 CTSA DAB1 DDC DOK7 DPEP1 DPP4 EMB ENPP7 ETNK2 FABP2 FAH FAM110C FBP1 FBXO2 G0S2 GCHFR GJB1 GLRX GOLT1A HHLA2 IFI30 IL22RA1 IL32 KEL MAMDC4 MEP1A METTL7B MFSD2A MS4A8 MST1 MUC13 MYO1A MYORG NAGS NPL NR0B2 OCIAD2 OSGIN1 PLAGL2 PNCK PNP PON2 PP7080 PRSS3 RAB25 RARRES1 RBP2 RBP4 RGN RNF128 RNF186 S100A9 S100G SEC11C SERPINA4 SLC34A3 SLC46A3 SLC5A9 SLC6A19 SLC7A7 SMIM1 SMIM24 STARD5 SULT1B1 TGM2 TM4SF20 TMEM144 TMEM86B TREH TSPAN13 UGT3A1 VTN XPNPEP2 ZDHHC12 GAO_SMALL_INTESTINE_24W_C6_GOBLET_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAO_SMALL_INTESTINE_24W_C6_GOBLET_CELLS ABCA4 ACSS2 ATAD5 BCAS1 C8orf44 CCDC160 CENPM CFHR4 CLCA1 ERN2 ESR1 FAM193B FAM3B FCGBP FUT6 GAU1 GRPEL2 GSN GSTCD HEPACAM2 KLK1 KRT19 LINC01994 MAGEF1 MCM3AP-AS1 MSANTD2 MT1M MUC2 MYO1F NEURL1 PAX3 PLEKHG6 REG4 REP15 RNASE1 SPDEF SPINK4 SRP72 ST6GALNAC1 STARD10 STXBP5-AS1 SYP TFF1 TSPYL5 VAMP4 ZBTB24 GAO_SMALL_INTESTINE_24W_C7_SECRETORY_PROGENITOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAO_SMALL_INTESTINE_24W_C7_SECRETORY_PROGENITOR ABCA7 ADAMTS16 AMER3 BANK1 BCAM C12orf71 CACNB4 CC2D2A CCDC146 CHD5 CHM CIP2A COL9A3 CSN2 ENSG00000280552 EPHA10 EVC2 EZH1 FADS6 FOXD2 GABRB2 GAD2 GLIS3 GNAO1 H1-10-AS1 HCN1 HTR1D KCNQ2 KCNT2 KIF1A LAMA1 LHX9 LINC00299 LINC00368 LINC00639 LINC01289 LINC02903 MX1 OGFRL1 OR4N3P POU2AF1 PTPN13 RASAL2-AS1 SRPX2 SV2B SYT16 TBC1D22A-AS1 TCEANC2 TMEM201 ZNF23 ZNF385B ZNF662 GAO_SMALL_INTESTINE_24W_C9_ENTEROENDOCRINE_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAO_SMALL_INTESTINE_24W_C9_ENTEROENDOCRINE_CELL ACBD4 ACSM1 AKR1D1 AOX1 APCDD1 ARMH4 ARSI ASB8 BEND4 C1QTNF3 CHMP1B2P CPA1 CPZ DPT ELANE ENSG00000275765 FAM162B FBXL7 GFRA2 HOXC11 ISLR ITIH4-AS1 KCNAB1-AS1 LINC00298 LINC00942 LINC01354 LINC02208 LINC02910 LOX LSAMP-AS1 MADCAM1 MEI4 METTL1 MSC NANOS1 NTF3 P4HA2-AS1 PCDH10-DT PCDH8 PLSCR5 POMGNT2 PPP1R18 PRDM14 RASA1 RFX3-DT RHBDD1 RPL23AP82 RTL5 SACS SCP2D1-AS1 SH3GL1P1 SHISA3 SLC36A4 TOE1 TRIM62 TRIQK TRPC3 TTLL3 WHAMMP3 ZBBX ZNF503-AS1 ZNF608 GAO_STOMACH_24W_C1_PROCRPOS_MULTIPOTENT_PROGENITOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAO_STOMACH_24W_C1_PROCRPOS_MULTIPOTENT_PROGENITOR ANKRD37 C2CD2 CASP3 CDC45 CENPQ DDX31 DNAL4 DTX3L FAM229A GJC2 GPT2 H2AX INTS15 KIAA1586 KLHL11 LGSN LRRC57 MAML2 MTA1 MTOR NUDT8 PITPNM2 PLD1 PLK4 POMT2 PPIH PWWP2B RPE SCARF2 SGK1 SLC25A38 SLX4IP SNX7 TRAF4 UBE2S ZFAND1 ZFP41 ZNF143 ZNF354C ZNF571 GAO_STOMACH_24W_C2_TFF2POS_MULTIPOTENT_PROGENITOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAO_STOMACH_24W_C2_TFF2POS_MULTIPOTENT_PROGENITOR ECE1 PROM1 PTP4A3 SUPT7L TBC1D15 TCIM UBE2D1 GAO_STOMACH_24W_C4_PARIETAL_PROGENITOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAO_STOMACH_24W_C4_PARIETAL_PROGENITOR ANXA1 CCDC80 CFH FGD5 FKBP14 H6PD HBB KERA GAO_STOMACH_24W_C5_PUTATIVE_PIT_CELL_PROGENITOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAO_STOMACH_24W_C5_PUTATIVE_PIT_CELL_PROGENITOR ACTC1 ADRA1D AK4 ALDH1B1 BARX1 BCL11A BCL2 BMPER CAPS CFAP221 CFL2 CNN1 CORO1C DHX35 DIXDC1 FBXO32 GBP2 HACD1 HSPB8 IL17B KCNMB1 LAMA5 LDB3 LIMS2 LRP5 LRRFIP2 MICALL1 MVB12B NFIX NPB NRXN3 OLR1 P2RX4 PIPOX PPP1R14A RASSF3 RPRD1B RSPO3 RTL5 SBSPON SETD1B SGCA SLC24A3 SLC2A4 SMG8 SRF TAFA4 TIMM17A TMEM47 TMEM51 TNFAIP8 VSNL1 WFDC1 WIF1 YBEY GAO_STOMACH_24W_C6_PIT_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAO_STOMACH_24W_C6_PIT_CELL ADAMTS6 BLOC1S3 DCUN1D3 FAHD2B GALNT7 GREM2 MBD1 NTN1 RBL1 RSPO2 SALL4 TMEM135 ZNF747 GAUTAM_EYE_CHOROID_SCLERA_ACTIVATED_T_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUTAM_EYE_CHOROID_SCLERA_ACTIVATED_T_CELLS ABTB1 ACSL5 ACSS1 AP4B1 APOBEC3D AQP3 ARID3B ASF1A ATP2A3 BCL7B BMAL1 BRD1 C6orf120 CAMK2G CCM2 CCR5 CD274 CD58 CDC7 CDIP1 CDK5R1 CENPN CERK CHD7 CNST COX18 CRNKL1 CSF2 CUTALP DBP DDB2 DDX11 DIAPH1 ERAP2 FAM136A FASLG FCRL6 FERMT3 GIMAP6 GLMN GPR155 GPR18 GSKIP H2BC18 HELB IFFO2 IFIH1 IL27RA INO80E INPP4A INTS13 ITFG2 KAT7 KDM2A KIF2A KLHDC4 LAIR1 MAEA MAN2B1 MFSD14CP MIAT MIR155HG MT-CO1 MTERF4 MTFP1 MXD4 N4BP2 NIPAL3 NKAP NLRP1 NUBP2 ORC4 PAPOLG PARP11 PATJ PCYT1A PDCD2 PILRB PTGDR PTPN6 RANBP3 RAPGEF6 RGS19 RINL RNF157 RPL37A RPL8 SAP30 SIT1 SLAMF1 SLC39A10 SNAI3 SNX10 SNX14 SPATA2L SPN SYNRG SYTL2 TENT4B TEPSIN TGIF2 THEMIS TMEM154 TMEM273 TNFSF4 TOMM5 TRIM26 TRIM59 TUT7 USP12 ZBTB37 ZC3H18 ZFAND2B ZNF266 ZNF276 ZNF431 ZNF721 ZNF836 ZNHIT6 GAUTAM_EYE_CHOROID_SCLERA_CHOROID_ENDOTHELIAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUTAM_EYE_CHOROID_SCLERA_CHOROID_ENDOTHELIAL_CELLS ABCD4 ABHD3 ACSL5 ACTG1 ADAM10 ADIRF ANAPC16 ANXA3 ARHGAP19 ARPC1B ARPC2 ASAP1 ATP5ME BAG3 BCL10 BCL6B BEX5 BNIP2 BTNL9 BZW2 CA4 CALR CANX CCNI CFL1 CHMP4A CLU CNTNAP3B COX16 CSNK1A1 CX3CL1 CYP26B1 DNAJB1 EEF1A1 EEF1D EIF3K EIF4EBP1 F11R FAU FGD5 FGFR1OP2 FKBP1C FLOT2 FNIP2 FOXP1 FUS GALNT18 GFOD1 GNG5 GNS H2AZ1 H3-3A HID1 HYAL1 KLHL2 KRTCAP2 KTN1 LHX6 LIMK2 LRP11 LSM4 MANSC1 MECOM METTL21A MGST3 MRPL33 NACA NDUFC1 NNMT NOL4L NRARP NUDC OAZ2 PALD1 PALM PDIA6 PFN1 PIK3C2B PITPNB PKN3 PLEKHO2 PPFIA3 PPIA PPIB PPP1R15A PROCR PSMB8-AS1 PTPN1 RBM8A RHOJ RNF122 RNF144B RPIA RPL12 RPL13A RPL18 RPL19 RPL22 RPL23 RPL23A RPL24 RPL30 RPL4 RPL7 RPL7A RPS10 RPS11 RPS12 RPS16 RPS19BP1 RPS20 RPS26 RPS3A RPS9 SARS1 SASH1 SDCBP SELENOK SEMA3A SH3BGRL3 SHROOM1 SIGIRR SLC25A37 SMAD6 SMAGP SNRK SOD2 SOS1 SP110 SPG21 SPNS2 SPR STARD3 SUMO1 TCF4 TMEM179B TMEM255B TMOD3 TRAPPC2B U2AF1 UBA6 GAUTAM_EYE_CHOROID_SCLERA_FIBROBLASTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUTAM_EYE_CHOROID_SCLERA_FIBROBLASTS AASS ABCA5 ABHD14A ABLIM1 ADAMTSL4 AHCYL2 AHI1 AIG1 AKR1C2 AMOTL2 ANKRD35 ANXA11 APOL2 APOL6 APPL1 ARID5B ATP1B3 ATP2A2 ATXN2 AZI2 B4GALT1 BAG2 BAMBI BASP1 BBX BCAP29 BHLHE40 BHMT2 BMERB1 BMP1 BMP4 BOC C1orf21 CA12 CALCOCO1 CAMK2N1 CCNDBP1 CCNL2 CD302 CDC42BPA CDC42EP4 CEMIP CHD9 CKB CLEC11A CMTM8 COL25A1 COL27A1 CPED1 CRELD1 CRELD2 CSRP2 DAB2 DCUN1D1 DDAH2 DDIT4 DEPP1 DERL2 DKK3 DNAJA1 DNAJB9 DOK5 DSE DYNLL1 ECEL1 FBLIM1 FEZ1 FGF2 FKBP9 FMNL2 FOXO3 FST G6PD GDF15 GLT8D2 GLUD1 GNAL GOLPH3 GPC3 GPX4 GPX8 GSTP1 GTF2I HIGD1A HSD17B4 IFNGR2 IL1R1 IL6ST IRF2 ISOC2 ITGAV ITM2B JAM3 KCNK17 KDELR2 KIAA0040 LAMB2 LAP3 LAPTM4A LMAN1 LPAR1 LPIN1 MAP3K5 MAP7D3 ME1 MINDY2 MVP NDFIP1 NFASC NFIX NFKBIZ NFYB NGF NISCH NPEPPS NPPC NSD3 NUCKS1 OSTC PARVA PCDH18 PCSK1N PCSK7 PDE7B PGAM1 PGD PGM2L1 PGRMC1 PIEZO2 PJA2 PKM PNISR PODN POLD4 PROCR PSAP PTGS2 PTPN13 PTPRG RCN3 RGL1 RHOB RNASE4 RNF24 RRBP1 RTL8C RUNX1 S100A11 SAA2 SAMD11 SCUBE2 SDC4 SEC61A1 SEC63 SERINC3 SFXN1 SGCB SKIL SLC16A7 SLC25A28 SLC40A1 SLC7A8 SLFN11 SMARCA2 SMARCD3 SNORA50C SPTBN1 SSPN STAT1 STAT6 STOM STON1 STON2 SYVN1 TGFB3 TMEFF2 TMEM98 TNFRSF12A TNFRSF1A TNS2 TPTEP1 TRIB1 TSKU TSPAN3 UBE2H USP11 VAMP4 VCP VEGFB VKORC1 VSTM4 WLS YAP1 YWHAG ZBTB16 ZBTB20 ZCCHC24 ZFHX3 ZSCAN18 GAUTAM_EYE_CHOROID_SCLERA_MELANOCYTES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUTAM_EYE_CHOROID_SCLERA_MELANOCYTES AHSA1 AKAP8 ALDOA ALX1 AP2M1 ARF1 ATG101 ATP5F1D ATP5MG ATP5MK ATP5PF ATP5PO ATP6V1D B3GAT3 BCAN BEX2 BIN3 CAMTA1 CAPRIN1 CCNG1 CCT5 CCT7 CHCHD2 CHCHD3 CHTOP COX6A1 COX7C CRTAP CRYL1 CUTA CYB5R1 CYC1 CYCS DAAM1 DAD1 DEK DHPS DLC1 DNAJA4 DPH3 EHBP1 EIF2S2 EIF3G EIF3H EIF3M ENOPH1 ERBB3 ERP29 ESF1 ETF1 FAU FBXO7 GABARAP GADD45GIP1 GALE GRSF1 GTF3C6 HIBADH IMP4 IRF4 ITGB1BP1 JAGN1 KARS1 KCNJ13 KIF9 KIT KLF6 KLHL21 LSM7 LYSET MED10 MORF4L1 MRFAP1 MRPL57 MRPS18C MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 NDUFA4 NDUFAF4 NELFCD NELFE NET1 NGDN NOL12 NOP56 NUDC OCA2 ODF2L PDLIM3 PEPD PFDN6 PHB1 PHF1 PPAN PRELID1 PSMC3 R3HCC1L RAD23A RBM23 RETREG2 RNF145 RNH1 ROPN1B RPF2 RPLP0 RSL1D1 RSRC2 RTTN SAP18 SDHB SECISBP2 SEMA3E SGK1 SLC25A5 SLC35B2 SLC4A2 SLC6A17 SLIRP SNHG8 SNRPE SNRPG SNX2 SNX8 SOD1 SRI ST6GALNAC2 STAM SUMO3 SYPL1 TAF7 TAF9 TAX1BP3 TCEAL9 TIMM44 TOMM22 TPCN2 TPMT TSG101 TSN TUFM UBE2D1 UBE2E1 UNK UQCRFS1 USF2 USP32 VDAC2 XAB2 XPC ZNF704 ZPR1 GAUTAM_EYE_CHOROID_SCLERA_MONOCYTES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUTAM_EYE_CHOROID_SCLERA_MONOCYTES ABHD2 ACTR2 ADA2 ADAM8 ADAM9 AGTRAP AMY2B ARAP2 ARHGAP15 ARHGAP25 ARHGAP30 ARHGAP5-AS1 ARHGAP9 ARHGEF40 ARL5A ASAH1 ASGR1 BAX BORCS6 BRMS1 BTK C4orf33 C9orf72 CASP10 CD300C CD69 CDC25B CENPL CHD7 CIB1 CLN8 CNOT3 CNPPD1 CRIP1 CTSH CXCL1 CYBC1 DCP2 DGKA DOCK11 DOCK2 DOK1 DOK3 DPYD DPYSL2 EHBP1L1 EHD1 FAM53C FSCN1 GAPT GAS2L3 GAS6 GLIPR1 GPSM3 H2BC11 H2BC4 H2BC8 HECA HGS HIGD2A HLX HMGA1 IGSF6 IL27RA ILF3-DT ITGA5 KDM2B KLHL6 LEAP2 LILRB4 LIMS1 LINC00528 LINC01001 MAP4K4 MAPKAPK5-AS1 MILR1 MSL2 MSMO1 MT-ATP8 NECAP2 NUBP1 NUMB NXT1 OTULIN PCNA PDE6H PFKL PICALM PIK3CG PLAGL2 PLEKHA2 PML PPP1CA PRAM1 PREX1 PSTPIP1 PTK2B PTPN1 PTPN12 PURB RAB5C RAE1 RALGDS RAPH1 RBBP8 RETN RGS18 RNF135 RNF138 SEMA6B SERTAD2 SFT2D1 SHMT1 SIPA1 SLC1A4 SLC30A1 SLC7A7 SMCO4 SNAPC1 SNX27 SNX5 SPATA13 SPCS3 SPOPL SRGAP2 STX7 TAMALIN THAP9-AS1 TIGAR TMEM70 TMUB1 TNFAIP8L1 TNFSF13B TRIM14 UBE2S UBXN11 VMA21 VOPP1 ZNF738 GAUTAM_EYE_CORNEA_CONJUNCTIVAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUTAM_EYE_CORNEA_CONJUNCTIVAL_CELLS AKR1A1 ARF6 ATP10B ATP5F1E B3GNT5 BAIAP2 BICDL2 BID BIK C1orf116 CAMSAP1 CBX6 CCDC6 CD82 CDH1 CDKN1A CEACAM1 CEACAM6 CFLAR CLIC1 COX7A2 CRB3 CRYBG2 CTSS CTTN DAPP1 DNAJB6 EIF6 EMP2 EPHB3 F2RL1 FAM83A FRMD8 GALNT3 GLTP H2AC18 H2AJ H2BC12 H2BC4 HLA-B HMGCS1 HMOX1 IFI27 INPP1 IRF2BP2 KRT24 KRT7 LAD1 LDLR LINC00511 MACC1 MALL MAOA MAP3K8 MIDN MIR200CHG MPP7 MSMB MT-ND1 MUC1 MUC4 MYCL NBEAL2 NIBAN2 NT5C2 NUPR1 OCLN P2RY2 PDCD4 PDLIM5 PLAAT4 PPDPF PPL PRELID1 PTPN13 RAB27B RALGDS RASSF5 RCOR1 RDH13 RERG RHCG RIOK3 RPL28 RPL41 RPLP0 RPS29 SCNN1A SELENOH SH3BGRL3 SLC25A5 SPAG9 SPINT1-AS1 SPRR1B SPSB1 ST3GAL4 STX11 SULT2B1 TC2N TMED3 TMEM154 TMEM165 TOB2 TSTD1 TTC9 WASF2 YWHAZ ZNF593 GAUTAM_EYE_CORNEA_CYTOTOXIC_T_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUTAM_EYE_CORNEA_CYTOTOXIC_T_CELLS ABHD16A ACSL4 ADH7 AGPAT4 AMDHD2 ANKRD54 ANKS3 APLF ARMC5 ASPM ATAD2B ATG7 ATP5MC3 ATP5MG ATP9B ATRIP AUTS2 BAG4 BRMS1L BTBD8 C4orf47 C6orf136 CASP2 CAVIN3 CCDC144A CCZ1B CDK19 CEBPZOS CELSR2 CENPF CEP152 CEP72 CIDEB CLASP1 CLIC3 COG7 COQ8B CSKMT DELE1 DIPK1A DMAC2 DNAAF9 DNAJC27 DTYMK EDC3 EEFSEC EHHADH EIF2B1 ENTREP3 FABP6 FAM13A FAM13A-AS1 FARS2 FBXL4 FDXACB1 FMO4 FNDC3B GPATCH2 HAUS4 IDUA INTS1 ITPK1 KIF11 KLHL29 LDB1 LINC00649 LINC00663 LONRF1 LRRC75A MAPKBP1 MATN2 MCOLN2 MDN1 MED25 MLKL MLYCD MRRF MTERF1 NAPEPLD NF2 NKAIN4 NMU NUSAP1 NXPE3 OXSM PCGF1 PCTP PDGFD PELP1 PHOSPHO2 PIP5K1C PLOD3 POLR1HASP POLR3C PSTK PTPRE QRICH1 RAB12 RAB3IP RAD17 RBIS RGS16 RHBDD3 RIN1 RP9 SH2B1 SLC12A9 SLC2A11 SLC35D1 SLC49A4 SLF2 SLFN13 SMYD3 SNIP1 SPTLC3 SRD5A3 STARD4-AS1 SUGP1 TAPT1-AS1 TECPR1 THAP2 THOC6 TM4SF4 TMED8 TOPBP1 TRMT1 TSPYL4 TTL UBE2O VPS35L VRK1 XRCC2 ZBED6 ZC3H11A ZC3H7B ZDHHC1 ZFP14 ZFP30 ZNF236 ZNF248 ZNF391 ZNF415 ZNF44 ZNF573 ZNF621 ZNF626 ZNF827 ZNF92 GAUTAM_EYE_CORNEA_ELF3_HIGH_EPITHELIAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUTAM_EYE_CORNEA_ELF3_HIGH_EPITHELIAL_CELLS ADM ANXA11 ANXA2 ARHGEF3 ARHGEF4 ARPC2 ATP5F1E ATP5MF ATP5MJ ATP5MK ATP5PD ATP5PF BAG1 BBOX1 BHLHE41 BNIPL CCDC12 CDC42 CDKN1C CDKN2B CHMP2A CLCA2 CLDN1 CLEC7A CLU COA3 COMT COX14 COX17 COX6A1 COX6C COX7B CPAMD8 CRB3 CRIP1 DAZAP2 DMRTA2 DNAJB2 DSP-AS1 EFCAB14 EGR1 ELP4 EMP1 EMP2 EPHA2 ERBB3 ESRP1 EVPL EZR FAM169A FAM210B FOSB FRMD4A FSIP1 GALNT3 GJB5 GLTP HES4 HMGCS1 HMGN1 HRK HS3ST6 HSBP1L1 IDI1 IER5 JUN KAT2B KCTD1 KLF10 LIPH LSM4 MACROH2A1 MBD2 METTL17 MICOS10 MIEN1 MIF MKRN1 MOCS2 MT1E MT1M MTUS2 MYCBP2 MYO6 NDUFA4 NDUFB2 NDUFB3 NDUFB7 NDUFB9 NFATC3 NMRK1 NQO1 NR4A1 OSBPL1A OXR1 PAIP2 PDCD4 PEBP1 PFN2 PID1 PLEKHN1 PLP2 PLXDC2 PNKD POF1B POLR2I PPL PRDX1 PSAP PSAT1 PTPN13 RAB40B RAP2B RAPGEFL1 RBX1 REEP4 RHOU RIN2 RRAD S100A6 SAT1 SCARB2 SELENOK SH3GL3 SLCO3A1 SMAD3 SMIM30 SMIM5 SOX15 SPINT1 SQLE SRCAP SRD5A1 SREBF1 SRP9 TAGLN2 TFRC THBD THOC7 TMEM141 TMEM19 TNS4 TOM1L1 TXN UBL5 UQCRQ VAV3 VTI1B WNK2 XDH YWHAZ ZFYVE21 GAUTAM_EYE_CORNEA_FIBROBLASTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUTAM_EYE_CORNEA_FIBROBLASTS A1BG AAK1 AKAP12 AKR1C2 ANKRD12 ANKRD28 ARGLU1 ARHGDIA ARMCX3 ASAP1 ATP1A1 B2M BRD4 BTG3 C12orf57 CCDC80 CCDC85B CD81 CDC37 CEBPB CEMIP CLDN5 CLIC4 CNN3 COL12A1 COL6A3 COL8A1 COL8A2 CTHRC1 CTNNAL1 CXCL3 CYB5R3 DNAJA1 DPYSL2 EFEMP2 EIF3D EIF4B EPB41L4A-AS1 ERF ERRFI1 ESD FAM3C FBL FBLN5 FBXO32 FERMT2 FKBP11 FTL FUS GEM GOLGA4 H1-10 HIF1A HLA-A HLA-C HNRNPA1 HNRNPDL IFI16 IGFBP3 IL1R1 IL6 IL6ST IRS2 ITGBL1 ITM2C JUND LAMB2 LAMC1 LPP LTBP2 LUZP1 MAGED2 MAT2A MFAP4 MKLN1 MT-ND1 MT-ND3 MTDH MYADM MYL9 MYLK MYOC NCL NFAT5 NFIC NT5E NUCB1 PABPC1 PDLIM4 PIK3R1 PLAC9 PLD3 PLIN2 PLOD2 PMEPA1 PNISR PNRC1 PPP1R1B PRRX1 RAB13 RACK1 RAMP2 RBMS3 RBPJ RCN1 RECK RHOC RPL10 RPL11 RPL13A RPL18 RPL18A RPL21 RPL22 RPL29 RPL35 RPL35A RPL36 RPL36A RPL36AL RPL4 RPL8 RPLP2 RPS13 RPS15 RPS16 RPS17 RPS20 RPS23 RPS25 RPS3 RPS3A RPS4X RPS5 RPS9 RSL1D1 RTN4 SELENOP SHC1 SLC25A6 SMR3B SNCA SNHG32 SON SPATS2 SPTBN1 SRRM2 STC2 TACC1 TAF1D TEAD1 TFPI THBS1 TLN1 TM4SF1 TNS1 TPM2 TSC22D3 TSHZ2 TSPAN4 TUBA1B TYMP UBXN1 VAMP5 WIPF1 GAUTAM_EYE_CORNEA_MELANOCYTES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUTAM_EYE_CORNEA_MELANOCYTES A1BG ABL2 ADD3 AHCYL2 ALDH7A1 ANKRD39 ARHGAP42 ARHGDIA ARHGEF37 ARID5B ARL6IP5 ARPC1A ASB11 ATOX1 ATP6V1B2 AZGP1 BABAM1 BAMBI BCLAF1 BLVRB C1orf43 C7orf50 CAVIN1 CCDC124 CCN3 CCSER2 CCT2 CCT6A CD320 CDH1 CERS1 CFAP97 CFL1 CHCHD2 CHCHD3 CHMP1A CHP1 CIRBP CLASP2 CLEC11A CLTA CMTM3 CMTM6 CNN3 COPS6 CSGALNACT1 CSPG4 CTH CTSA CUTA CYBA CYC1 DDOST DIPK1C DNAJB1 DNAJB9 DNAJC8 DOCK7 DUSP14 DYNC2I2 ECH1 EDF1 EEF1B2 EHD4 EIF3F EIF3G EIF4B EIF5 ELOVL5 EMC7 ERP29 ETNK1 FADS1 FIGN FUS FXYD5 FZD9 GALK1 GMFB GNG5 GPSM3 GRN GSTO1 GUCD1 HADHA HMOX2 HOXB7 HPS1 HS1BP3 HSF4 HSPG2 HYCC1 IFFO1 IFI16 IFRD1 IMPDH2 ISCA1 ISYNA1 ITPK1 JADE1 JAGN1 KIAA0930 KIFC3 KLF9 LAMA4 LAMP2 LAMTOR4 LAP3 LHFPL2 LIX1L MAP4 MEF2C METRN MFGE8 MGA MICAL3 MID1IP1 MOB1B MRPL24 MRPL28 MRPS18B MT-ND1 MTURN MYO1C NAMPT NAP1L1 NAT14 NDUFAF3 NDUFAF4 NDUFB4 NEU1 NFATC2 NME1 NPC2 NPM1 NR3C1 NRCAM NT5C NTAN1 NUBP2 NUCB1 NUDT2 OAT OLFM1 PA2G4 PARVA PGRMC2 PHB2 PITPNA-AS1 PKIG PLD3 PLIN2 PLXNB1 POGZ POLDIP3 POLR1F POU3F3 PPIB PPM1B PPP1CA PRCP PRDX4 PRMT2 PRPF6 PRXL2C PSMA7 PSMC2 PSMD13 PSMG1 PTMA PTPN18 PTRH1 QDPR RABIF RAMP1 RASGEF1B RASSF3 RBBP6 RBM3 RNF14 RPL10 RPL12 RPL13A RPL17 RPL18A RPL19 RPL26 RPL32 RPL39 RPL8 RPN2 RPS10 RPS11 RPS13 RPS14 RPS26 RPS28 RPS3A RPS5 RPS8 RPSA RRAGD RSL1D1 RSRP1 RTN2 RWDD1 S100A1 SAP30 SDHAF3 SEM1 SEPTIN7 SERTAD1 SLC25A11 SLC25A25 SLC25A36 SLC27A1 SND1 SNRNP25 SNRPA1 SNRPC SNX3 SNX7 SPP1 SRFBP1 SRM SRP14 STAT2 STOML2 STXBP1 SUGT1 SUPT4H1 TALDO1 TDRD7 TFPT TLN1 TMBIM6 TMED10 TMED9 TMEM101 TMEM179B TMEM87A TP53BP2 TP53RK TRAF2 TRAPPC2B TRPV2 TUBA1B UBA6-DT UBALD2 UBE2B UBE2D1 UBE2S UBXN2A UQCRC2 UROD WDR18 WDR81 XRCC6 YTHDC1 YWHAH ZNF24 GAUTAM_EYE_CORNEA_MONOCYTES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUTAM_EYE_CORNEA_MONOCYTES ABHD12 ABHD15 ACKR3 ACSL4 ACSL6 ADCK2 ADGRE5 AGPAT1 ALKBH7 ALYREF ANKRD9 APAF1 ARAP1 ARHGAP6 ARHGEF5 ARID3B ASXL2 ATF6B ATG14 ATM ATP11B ATP13A3-DT ATP5F1B ATP6V1C1 BAK1 BCL2L11 BORCS5 BRAF C19orf25 C19orf38 CBARP CCDC117 CCDC85B CCNK CDK17 CHML CHST7 CLIC4 CLPX CNEP1R1 CNOT1 COMMD5 CPSF1 CREBBP CSF1 CTDSP1 CTSA DCAF16 DCTN4 DDX10 DEF6 DEF8 DENND5A DGAT1 DMXL1 DNAJB9 DNAJC5 DOP1B DRAM1 EEF1AKMT2 ELOC EMB ETV5 EZH2 F8A1 FAM131A FAM168A FBRSL1 FBXO30 FBXW5 FERMT3 FGD3 FKBP3 FPGS FYB1 GADD45G GALC GALNT2 GALNT6 GIMAP7 GNG7 GNL2 GPATCH11 GPR3 GRINA GTF2A1 H2AX HDAC9 HM13 HNRNPA1L2 HPS3 IL16 IL17RC IL18BP IL4R ITCH JPT1 KCTD17 KDM2B KIF1B KIF2A KLF7 KMO LBR LINC01003 LIPT1 LY9 LYSMD3 MAML1 MAMLD1 MAP1LC3B2 MAP4K1 MAPKAPK3 MAPKAPK5 MARCHF7 MARF1 MBOAT7 MCOLN2 MCRS1 MED6 MED8 METTL14 MINPP1 MLF2 MLXIP MMD MOAP1 MRPS30 MTMR6 MYD88 MYO15B MYO1D NAF1 NEK6 NFATC1 NIBAN1 NKAP NMI NOL4L NQO2 NUDT1 NUDT22 NUMB OPHN1 ORMDL2 P3H2 P4HA1 PCBP1-AS1 PCGF5 PCNX2 PCYT1A PGAP6 PHF19 PHTF2 PIGA PILRB PLA1A PLA2G15 PLAC8 PLB1 PLEKHA7 PLEKHJ1 PLEKHO2 PLXNA3 POLR3A POLR3E POU2F1 PPARD PPWD1 PRCP PRXL2B RABL6 RAI1 RANGRF RAP2C RARA RBM39 RIC1 RLF RNF19B RPE RPLP2 RPN1 RPS19 RRP9 RUBCN SAFB2 SCAMP3 SCD SDHB SDSL SEMA4A SEMA7A SEPTIN2 SH2B2 SIK3 SLBP SLC22A18 SLC35B2 SLC35E1 SLC39A10 SLC46A3 SLC4A1AP SLC9A9 SMCHD1 SNAI3 SNX18 SPATA13 SPTY2D1 SRC SULT1A1 SUSD3 TCN2 TENT2 TENT5A TFEB TGFBR2 THAP2 THBS2 THEM4 TIMM29 TK1 TMEM127 TMEM199 TMEM208 TOR2A TRIP11 TTL UNC119 UNC13D UPF2 VAV1 VPS11 VPS18 VSIR WBP1L WDR11 WDR55 WIPI1 YIF1B YTHDC2 ZBTB46 ZMYM5 ZNF140 ZNF197 ZNF224 ZNF260 ZNF317 ZNF532 ZNF579 ZNF710 ZNF726 ZNF75A ZNG1A ZSWIM7 ZYX GAUTAM_EYE_CORNEA_TGFBI_HIGH_EPITHELIAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUTAM_EYE_CORNEA_TGFBI_HIGH_EPITHELIAL_CELLS ACYP1 ADH7 ADI1 ALDH7A1 ARHGAP12 ARHGEF3 ARPC2 ASCL2 ASS1 ATF3 ATP1B3 ATP23 ATP5MC3 ATP5MF ATP5MJ ATP5PF ATP6V1E1 BCO2 BLCAP C12orf75 C16orf74 CAPG CAPS CAV2 CKAP4 CKS1B CLEC7A CNTN4 COL7A1 CPAMD8 CPXM2 CRIM1 CRLF1 CRYBG1 DDIT3 DMRTA2 DUSP23 DYNLRB1 EGOT EGR1 EID3 ELF3 ELOB EXOSC7 FAM169A FHOD3 FOSB GADD45B GAS1 GDPD2 GPM6A GPRC5A GSTP1 H2AZ1 HCAR3 HERPUD1 HRK HSP90AA1 HSPA2 HSPH1 IFT25 IL20RB IMPA2 ITGA2 ITGA3 ITGAV ITGB4 KIF21A KLF10 KRT3 LRRC8D LSM3 LSM5 MOB1A MRPL33 MRPS10 MRPS6 MT1E NAA38 NBEA NEDD9 NREP NRG1 OCIAD2 PAX6 PIM1 PKM PRDX1 PRDX2 PRDX5 PTGES PYCR2 RAET1G RAPGEF3 RFK RHOU SCP2 SDC4 SMIM30 SOX15 SYT8 TFRC TGM2 THBS1 TMEM14A TOP2A TP63 TPD52L1 TUBB TUBB4B UACA UBE2C UBE2Q2 UPK1B ZFP36 GAUTAM_EYE_IRIS_CILIARY_BODY_ACTIVATED_T_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUTAM_EYE_IRIS_CILIARY_BODY_ACTIVATED_T_CELLS ABHD3 ADAM19 ADAM8 ANKRD12 ANKRD49 AOAH ARID5A ATF7IP ATP2B1-AS1 ATP5MG ATXN1 BTN3A1 C9orf78 CAP1 CAPN12 CARD11 CCDC85B CD70 CDC14A CDC42EP3 CFL1 CHST12 CLIC1 CMPK1 COX4I1 CYBC1 CYFIP2 DDB2 DGKZ DGLUCY DHRS1 EIF3M EZR FBXW5 FGD3 FLI1 FLT3LG GLRX GOLGA8A GOLGA8B H1-4 H2AC6 H2BC18 H2BC8 HERPUD2 HYPK IL18RAP IL23A IL2RB IPCEF1 IQGAP1 ITGB2-AS1 JPT1 KLRC4 LINC00426 LPIN2 LRRFIP1 MAF MBNL1 MCUB METTL26 MGAT4A MYH9 NAP1L4 NIPAL3 NUP210 OCIAD2 ODF2L OFD1 P2RY10 PATL2 PDE4D PRKCB PRMT9 PRPF38B PSMD13 RACK1 RASA2 RBL2 RGS19 RIPOR2 RNF213 ROCK1 RORA RPL10A RPL12 RPL17 RPL35 RPL9 RPS10 RPS23 RPS5 RPS6KA3 S1PR4 SAP30 SFI1 SH2D3A SH3KBP1 SLAMF1 SLAMF6 SNAP47 SNRNP200 SNRPD2 SPN SPON2 SRRT ST3GAL1 SUN2 SYNRG SYTL1 SYTL2 TCF7 TENT5C TERF2IP TMEM71 TNFRSF1B TNFSF14 TRADD TRAT1 UBALD2 UBB UGP2 VSIR WHAMM ZFAND2A ZFAS1 ZFYVE28 ZNF778-DT GAUTAM_EYE_IRIS_CILIARY_BODY_CILIARY_BODY_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUTAM_EYE_IRIS_CILIARY_BODY_CILIARY_BODY_CELLS ACTG1 ADIRF AJUBA ALPK2 ARHGEF12 BNIP3 CAPN2 CARHSP1 CCDC3 CCDC51 CCDC80 CERCAM CHPF CHRDL1 CITED2 CLCA2 COL4A4 COL4A6 COLGALT2 CRB2 CYBRD1 DARS1 DCBLD2 DDAH1 DDIT3 DGKG DKK3 DMRTA2 DNAJC6 DYNC1I1 EGLN3 ELMOD1 ENO2 EPB41L4A ERICH5 F2R FGFR3 GCSH GGA2 GPER1 HSPB2 HSPG2 IER3 KIAA1671 KLF10 LDHA LMCD1 MAGI1 MCL1 ME1 MFAP5 MLF2 MPRIP MSX2 NCAM1 NEBL NECTIN3 NQO1 NR1D1 P4HA2 PALS2 PARD6G PDAP1 PDGFRA PEX16 PGK1 PGM1 PHGDH PKM PLCD3 PLCH1 PNMA1 PRICKLE2 PROX1 RCN2 RND3 S100A6 S1PR3 SDC2 SFRP1 SIX3 SLC12A2 SLC36A4 SLC7A8 SLIT3 SOX2 STK17A STK19 TFRC THY1 TMEM106B TMEM160 TNFRSF12A TOMM34 TRPM3 TSLP TSPAN5 TUSC2 UQCRFS1 VEPH1 WLS GAUTAM_EYE_IRIS_CILIARY_BODY_CILIARY_BODY_ENDOTHELIAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUTAM_EYE_IRIS_CILIARY_BODY_CILIARY_BODY_ENDOTHELIAL_CELLS ABHD17A ACKR3 ACVR2B ADA2 ADARB1 AGO3 AGPS AIFM2 ALKBH3 ANGEL1 ANKRD13D AP2A2 AP3D1 APEX1 ARAP3 ARFIP1 ARHGAP23 ARHGAP31 ARHGAP4 ARHGEF10 ARHGEF6 ARHGEF7 ARMCX2 ARRDC1 ARSB ASAP2 ATF7 ATG3 ATP11C ATP2A2 ATP5F1C ATP6V1A ATXN2L AUTS2 BCAT2 BCL6B BEND7 BLOC1S5 BPGM BPNT2 BRAF BRD4 BTBD7 BYSL BZW2 C17orf67 C1orf198 C1orf54 CAPZA1 CARS2 CASP3 CCDC137 CCDC86 CCDC88A CCM2 CCNYL1 CCT5 CD2AP CDC42EP1 CDH2 CDK12 CDKN1B CENPB CEP112 CISD1 CISH CLDN10 CMC1 CNN2 CNOT7 COA4 COMMD2 COPS4 CPSF1 CREB3L2 CROCCP2 CRTC2 CSNK2A1 CSRNP3 CSRP1 CTBS CTCF CTNND1 CUL2 DDX21 DDX5 DENND2C DHRS4L2 DLC1 DNAJA2 DNAJC21 DNPEP DTX3L DUSP26 DYRK1A ECH1 EIF2AK1 EIF2B1 EIF2S1 EIF4EBP1 EIF6 ELK4 ELMO1 EPB41L4A EPN1 EVA1C EWSR1 FAM114A2 FAM120C FAM171B FAM174A FAM241A FAM89A FAT4 FN3KRP FNIP2 FRMD4B GARS1 GCA GLRX GLTP GNPAT GOT2 HAGH HCG18 HINFP HIP1R HIPK2 HMGB1 HMGN4 HMOX2 HSP90AB1 ICA1 IFFO1 IFI44 IFNAR2 IKBIP IL15RA IL18BP ILF3 IMPA1 ISY1 JAGN1 KDM1A KEAP1 KHSRP KIF3B KLF7 KMT2C KMT5B KXD1 LBHD1 LINC00987 LLPH LY6G5C LYL1 MAGEH1 MAX MBOAT7 MCUR1 MED12 MED13 MESD METAP1 MFSD10 MGAT2 MIR155HG MLLT6 MLST8 MNAT1 MORC2 MRPL3 MRPL42 MRPS18B MRTO4 MTX2 MYO10 MYO1E NAALADL1 NAPG NAT9 NCBP2 NDST1 NDUFB3 NDUFB9 NEMF NFIA NOD1 NSMCE1 NTRAS OGG1 ORMDL2 OSTF1 PAPOLG PAWR PCDH11X PCTP PDCD6IP PDGFC PDPR PDS5A PDSS2 PEX5 PINX1 PKN1 PKN3 PLAA PLCB1 PLEKHB2 PLEKHG1 PLOD3 PMAIP1 POGLUT1 POLR3H PPAN PPID PPIL1 PPME1 PPP1R35 PPP2R3C PPP3CA PPP6C PRDX4 PRKD2 PRR14 PRR5L PRXL2C PSENEN PSMB8-AS1 PSMD14 PSMD2 PTBP3 PTPN11 PTRH1 PZP RAB14 RAB1B RAB32 RALGAPA1 RARS1 RASL11A RBBP5 RBBP6 RBM42 RDH14 RELA RELL1 REXO4 RHOBTB1 RILPL2 RIPK3 RNF213 ROCK2 RPIA RPL10 RPL36 RPLP2 RPS15A RPS19 RPS28 RPS6 RPS6KB2 RUVBL1 SAFB SBF2 SCN1B SCYL3 SDCBP SELENOS SEMA3A SEMA6B SERPINA5 SETX SH3BP4 SHE SKI SLC19A3 SLC1A7 SLC25A22 SLC30A1 SLC35A4 SLC38A10 SLC43A3 SLC52A3 SLC66A3 SMG7 SMYD5 SNAPIN SNN SNRNP40 SPR SPTLC2 SQOR SRA1 SREK1IP1 SRPRB STAG1 STEEP1 STK3 STT3B STX4 SUN1 SUPT5H SUZ12 SYNJ2 TAP1 TASOR TESK1 TGFBR3 THUMPD2 TINF2 TJP1 TLNRD1 TMEM106A TMEM107 TMEM183A TMEM205 TMEM44 TMOD3 TMSB4X TNFRSF10A TRAF3IP2 TRAPPC8 TREX1 TRIM27 TRIM33 TRIM47 TRMT10C TSG101 TSPAN17 TUBA4A TWNK UBR1 UBTD1 UHRF2 UIMC1 UNC119 USF3 USP14 VPS13C VPS26A WASL WTIP XRN2 YTHDC1 ZC3HAV1 ZDHHC18 ZDHHC9 ZFP14 ZMYM6 ZNF302 ZNF503 ZNF575 ZNF578 ZNF595 ZNF800 GAUTAM_EYE_IRIS_CILIARY_BODY_COL9A1_HIGH_CILIARY_BODY_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUTAM_EYE_IRIS_CILIARY_BODY_COL9A1_HIGH_CILIARY_BODY_CELLS ASPH ATP2C1 BOC C2CD5 CA2 CDK5RAP3 CEP104 CHCHD10 COX17 CPEB4 CRABP1 CXCL14 DENND1B DIO3OS DSP FAM107A FBXO44 FGF13 FGFR1 FRZB GNG11 GPATCH2L GUK1 HOOK1 HSBP1L1 HSD17B7 IFT172 IFT57 KPNB1 KTN1 LCNL1 LIX1 LRRN2 MAGED1 MAGI1 MAPK8 MEGF9 MOB1B MRPS28 MT-CO1 MT-CO2 MT-ND4 MXRA7 NDUFA1 NDUFA6 NEBL NENF NPFFR1 NR2F1 NUDT4 OSBPL1A PABPC1L PALLD PCBD2 PCSK2 PEBP4 PFKM PHACTR2 PLA2R1 PLD1 PODXL POLE4 POLR2I PPA1 PTGDS PTGR3 PTK7 RAB11A RANBP1 RELN RGN RSRC1 SELENBP1 SH3BGRL2 SHPRH SLC15A2 SLC2A1-DT SLC9B2 SPART SYNGR2 TAX1BP1 TBC1D1 TBC1D9 TENM1 TLE5 TMEM106C TNIK TPD52L1 TRIO TRMT11 TSPAN4 TUG1 UACA UGCG UQCC5 UQCRQ WFDC1 WNK1 XIST ZIC3 ZMAT1 GAUTAM_EYE_IRIS_CILIARY_BODY_CRYAA_HIGH_CILIARY_BODY_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUTAM_EYE_IRIS_CILIARY_BODY_CRYAA_HIGH_CILIARY_BODY_CELLS ALDH1A3 BCL2L13 BRD2 CADM3 CDK6 CKS2 COL4A6 COMMD6 COX7A2L CREG1 CRIP2 CSNK1E CTNNAL1 CXADR DGKG DIPK2A DNAJC6 DSC2 EFNA1 EFNA5 EGR2 ENY2 EPB41L4A EPHA2 ERICH5 FAT1 FRMD4B GCSH GGA2 GSTM5 HK2 HSP90AB1 HSPG2 INHBB JAM3 KLF10 LYPD6B MAB21L1 MAFF MAFK MAST4 MIDEAS MIR4435-2HG MKNK2 MXD1 MYO1B NCAM1 NCEH1 NLGN1 ODF3B PBX1 PDZD2 PLCXD3 PLP2 PMEPA1 PPP1R15A RAB28 RBP1 RERE RPL21 RPL6 RPS19 S100A4 S1PR3 SERPINE1 SETBP1 SGCB SIX3 SLC16A1 SLC20A1 SLC36A4 SPOCK1 SQLE STX2 TGM2 THY1 TPMT TTC3 TXNDC12 VTI1B ZCRB1 ZDHHC2 GAUTAM_EYE_IRIS_CILIARY_BODY_CYTOTOXIC_T_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUTAM_EYE_IRIS_CILIARY_BODY_CYTOTOXIC_T_CELLS ADA2 ADGRE5 ANKZF1 APOBEC3G ARPC1B BAIAP3 CD86 CDC40 CENPM CIAO2A COMMD6 CYP20A1 DBF4 DLEU1 DMXL1 DOP1B DR1 EBP ELOF1 FGD3 GATA2 GCA GRIPAP1 H2AC18 HADH HDAC10 HIBCH HMGB1 HSP90AB1 IDI1 IRAK2 KLHL6-AS1 LAX1 LINC00513 LINC00996 LINC01857 LRBA MAP4K2 MCOLN2 MITD1 MOB4 NAA50 NME1-NME2 NPAT NR2C2AP NRROS PCED1B PEA15 PKHD1L1 PPP1CA PPTC7 PRXL2C RAB5IF RACK1 RASSF5 RBM38 RCOR3 RNF168 RPL35 RPL5 S1PR4 SEPTIN1 SETDB2 SINHCAF SLC17A9 SLC2A6 SNX10 SS18L2 SSNA1 STK10 STK38 SYNGR1 TBRG1 THUMPD1 TIFA TLK2 TMEM19 TMEM273 TMEM63A TPT1 TRAPPC10 TRIM4 UBE2E2 USP48 WASHC2A ZNF107 ZNF138 GAUTAM_EYE_IRIS_CILIARY_BODY_FIBROBLASTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUTAM_EYE_IRIS_CILIARY_BODY_FIBROBLASTS ACSL3 ADD3 ARGLU1 BCL3 BCL6 BHLHE40 BMP1 BTG2 BTG3 BZW1 C1RL C1orf21 CCDC71L CEBPB CEMIP2 CEP126 CHEK2 CREB3L2 CYBRD1 DACT1 DDIT4 DDX17 DNAH11 DYNC2I1 ECHDC2 EGR1 ELOVL5 ETNPPL ETS2 F2R FABP5 FAM13C FBLN1 FBXO32 FHL1 FN1 FOS FOSL2 FTL GABRA2 GEM GLCE GRINA HGF HIF1A ID3 IDS IGFBP4 IL6ST ITPRIP JUN KLF2 LAMC3 LDLRAD4 LPP LSP1 MAML2 MAN1A1 MATN2 MFAP4 MIDN MIR24-2 MIR99AHG MT1A NDUFA4L2 NFE2L2 NID1 NKTR NR4A2 NTRK3 NUCKS1 OTULINL PHACTR2 PHYHIP PITPNC1 PLIN2 PLPP1 PNISR PPP1R15A RAMP2-AS1 RCAN1 RHOBTB3 RSPO4 SELENOP SF1 SH3BP5 SLC25A37 SLC35D1 SLC39A14 SNORD3A SOD2 STEAP4 STOM TMEM165 TUBB2B VEGFA WEE1 WNT10A WNT6 WSB1 YBX3 ZFHX3 GAUTAM_EYE_IRIS_CILIARY_BODY_MEG3_HIGH_FIBROBLASTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUTAM_EYE_IRIS_CILIARY_BODY_MEG3_HIGH_FIBROBLASTS AASS ACADVL ADAM12 ADAM33 ADAMTS9-AS2 ADM AFF1 ALPK1 ARHGAP29 ARID3A ASXL1 BAZ2B BHLHE40 BSDC1 BTAF1 CEP95 CH25H CHST15 CLIP4 COL16A1 COL1A2 COL27A1 COL3A1 COL5A1 COX6B2 CP CRISPLD2 CSAD CSF3 CYP4X1 DENND2B DIO2 DUSP1 DUSP5 ELN EMX2 ETNK1 ETV3 FAM20A FBLIM1 FGF7 FLT1 FNDC3A FSTL3 GBP1 GPRASP1 GSTM2 H2BC21 HELZ2 HGF HIC1 HOOK2 HPS4 HSPA1A HSPA1B IBTK IFNGR2 ITSN1 JUN KRT16 KRT17 MAP1LC3A MAPK10 MCTP2 MKNK2 MMP2 MT-ATP6 MT-CYB MT-ND2 MT-ND4 MT-ND6 MYOC NABP1 NAV1 NDNF NFATC1 NIPBL NR4A1AS OAT PLEKHG2 PNRC1 POLR2A PRKCA PTPRE PTPRG RAMP2-AS1 RHOBTB3 RICTOR RSPO4 SBNO2 SCN2A SFXN1 SHC1 SLC25A25 SLC7A11 SSH1 STAT6 TANC2 THOC2 TIPARP TMEM67 TPM4 TTC19 UAP1 UGDH VIM-AS1 ZC3H12A ZC3HAV1 ZFHX4 ZKSCAN1 ZNF10 ZNF302 ZNF37A GAUTAM_EYE_IRIS_CILIARY_BODY_MELANOCYTES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUTAM_EYE_IRIS_CILIARY_BODY_MELANOCYTES ABHD12 ABHD12B ADIPOR1 AHCYL2 AMZ2 ANKRD28 ANXA2 AP2M1 AP5B1 APH1A APOC1 ARF6 ARFGAP1 ARL2 ARL6IP1 ARL6IP4 ARMCX3 ASRGL1 ATP5F1A ATP5F1B ATP5MC3 ATP5MF ATP5MG ATP5MK ATP5PD ATP5PO ATP6V0A1 ATP6V1E1 BAIAP2L1 BCAP31 BEX3 BNC2 BRK1 BSG BTG1 BUD31 C12orf76 C19orf12 CABLES1 CAMLG CCDC154 CCDC68 CCDC88A CCL28 CCNI CDKN1C CDKN2C CFL2 CHCHD10 CHURC1 CLTA CMC2 CNBP CNDP2 CNP COA3 COPS8 COPS9 COX17 COX5B COX6A1 COX6B1 COX7A2 COX7C COX8A CREBL2 CSDE1 CWC15 DEAF1 DYNLL1 EFNA1 EI24 EIF1 ENDOD1 ENPP2 EPHX1 EPS15 EPS8 ERBB3 ERP29 ESD EVA1B EXOSC4 FAAP20 FAHD2A FAM167B FAM210B FBXO7 GALM GPAT4 HAGHL HES6 HEXA HIGD2A HINT1 HMGCS1 HNRNPA0 HNRNPH3 HNRNPM HPS5 ICAM1 IGBP1 ILKAP KHDRBS1 KLF6 LAMTOR5 LINC00511 LMO4 LRRN4CL LYST MAD1L1 MARCKSL1 MAZ MCC MDH2 MGAT1 MICAL3 MMP14 MPHOSPH8 MRFAP1 MRPL23 MRPL33 MRPL44 MSRB2 MTHFS MTSS2 NCALD NDUFA1 NDUFA5 NDUFB10 NDUFB5 NDUFB9 NDUFC1 NDUFS3 NDUFS5 NDUFS7 NEDD8 NELFCD NHSL1 NIN NINJ1 NMRK2 NUDT3 NUPR1 OSER1 PABPC1 PAIP2 PAQR8 PDCD6 PER1 PGRMC1 PGRMC2 PHB1 PHF1 PIGA PITHD1 PLEKHB1 PLEKHF2 PLEKHG3 PLS3 PPIA PPM1B PPP1R37 PRMT2 PSMA7 PSMB7 PTPN1 QDPR RAB1A RAC1 RACK1 RAD23A RASGRP3 RBKS RBP7 RFLNB RGS3 RHOBTB3 RPS12 RPS28 RPS4X RRP1 RTTN SAP18 SAT2 SBDS SCCPDH SEC14L1 SEPTIN7 SERPINB6 SGCD SHC4 SIGIRR SKP1 SLC25A33 SLC66A2 SMDT1 SMIM10 SMIM26 SMIM29 SMS SNHG32 SNX2 SNX27 SOS1 SPART SPG21 SREBF1 SRPK2 ST13 STARD7 SUMO3 SVIP TALDO1 TAX1BP1 TCEAL4 TLNRD1 TMCC2 TMEM109 TMEM51 TMEM59 TMOD1 TMTC1 TOB1 TOLLIP TOMM20 TRA2B TRIM2 TSC22D4 TSPAN14 UBE2E3 UBXN1 UNK UQCRH VAMP2 VAPA WIPI1 YBX1 ZBTB16 ZEB2 ZFAND5 ZNF706 GAUTAM_EYE_IRIS_CILIARY_BODY_MGP_HIGH_FIBROBLASTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUTAM_EYE_IRIS_CILIARY_BODY_MGP_HIGH_FIBROBLASTS ABCA9 AK3 AKR1C1 AKR1C2 APOL4 BGN BMP1 C1RL C7 CALCRL CALD1 CBLB CCDC71L CHEK2 CNN3 COL1A1 CP CREM CTTNBP2 ELL2 ELOC FILIP1L FMO3 GEM GGT5 GLCE GMDS HSPB6 IFNAR1 IFNGR2 IL15RA ITM2B LAMA4 LAPTM4A LARP4 LARP6 LIMA1 LPIN1 LTBP4 MTHFD2 MXRA8 MYOC NASP NFIA NR2F2 NTRK3 OTULINL P4HB PDGFRL PDPN PFKFB3 PID1 PITPNC1 PLSCR1 PLXDC1 PNRC1 PPIB PTMA PTP4A2 RBM17 RBMS1 RBMS3 REV3L RHOBTB3 RORA S100A11 SAT1 SCARA5 SEC61B SELENOM SERPINF1 SLC39A14 SOX4 SPTBN1 SQOR SRM SSR3 TFPI TGFBI TMEM70 TOP1 TSC22D1 UGP2 YBX3 YWHAB GAUTAM_EYE_IRIS_CILIARY_BODY_MONOCYTES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUTAM_EYE_IRIS_CILIARY_BODY_MONOCYTES AAK1 ABRACL ALOX5 APOC2 AREG ARHGAP24 ARHGAP30 ARID5A ARL4C ATF5 ATG3 ATP6V0C BID BLNK C3 C9orf72 CAP1 CCDC88B CD4 CD48 CD55 CDC37 CEBPA CLEC10A CLN8 CXCL1 CXCR4 CYSLTR1 DCTN4 DDX39A DDX3Y DENND4B DOCK11 DOCK2 DPYD DUSP10 EBI3 EIF4EBP1 FES FGR FKBP4 FLI1 FNIP2 FRMD4A GCH1 GIMAP5 GIMAP7 GNB4 GPR155 GPRIN3 H2AC20 H2AC8 H2BC11 H2BC4 H2BC8 HDAC9 HLA-A HLA-C HLA-F HOTAIRM1 HPGDS IDH1 IL16 IL2RA INPP5D ITGA4 ITPR2 ITSN2 JAK3 JAML JDP2 KYNU LILRB1 LIMD2 LIPA LLPH MDM4 MIR142 MKNK1 MT-ND4 NCF1 NCKAP1L NUDT1 NXF1 PAG1 PGP PLAC8 PPARD PRPF38B PSTPIP1 PSTPIP2 PTBP3 RAB20 RCBTB2 RIPK2 S100A12 SCN1B SCO2 SDCCAG8 SERPINA1 SESN1 SH2B3 SH3BGRL3 SIGLEC10 SIGLEC9 SLC31A2 SLC7A7 SLFN11 SNHG15 SPRED1 SPTLC2 STK10 STX11 SYK TBC1D2B TGFBR1 THBS1 THEMIS2 TLR1 TLR4 TMC6 TMC8 TSNAX TUT7 UBALD2 UCP2 VPS35 ZNF267 GAUTAM_EYE_IRIS_CILIARY_BODY_PIGMENTED_CILIARY_BODY_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUTAM_EYE_IRIS_CILIARY_BODY_PIGMENTED_CILIARY_BODY_CELLS ABCA4 ACACB ACSS1 ADPGK AGA AHSA2P AKT1 APBB3 ASB13 ATF7IP2 ATP5MJ ATP5PD ATP6V1A BCAT2 BSG C1orf21 CAPN7 CCBE1 CDH6 CDK5RAP3 CES4A CGGBP1 CHD4 CKB CLTC CNTNAP3 COL4A3 COLGALT2 COMMD3 COX6C CRELD1 CSTF3 CTSK CYP4V2 DAPK2 DHPS DMKN DNAJC3-DT DPP7 DSP-AS1 DUT ECHDC2 EPB41L1 EPB41L3 EYA2 FAM13A FGF13 FLNA FNBP4 FNIP1 FSTL1 GOLGA8A GPHN GRSF1 HIF3A HOOK1 IQCA1 ISLR ITFG1 ITGAV KHDC4 KIAA1217 KLHL3 KTN1 LENG8 LINC00115 LINC01023 LONRF2 LRRFIP2 LSR MARS1 MFAP3L MIR145 MRPS28 MSI2 MT-ATP8 MT-CYB MT-ND1 MUC20 MYL6 NBPF10 NDUFA1 NDUFA2 NDUFB1 NDUFS8 NECAB2 NSD2 NUMA1 OTX2 P3H2 PCDH7 PDE4DIP PDHA1 PDLIM3 PFKP PLA2G15 PLTP PNISR PPFIBP2 PPM1K PRPSAP1 PTPRG QTRT1 RBM24 REV1 RGS11 RIDA RUFY3 SAMD4A SCARB1 SKIC3 SLC23A2 SNX13 SOX12 SPARCL1 TECR TIA1 TMEM38A TNFAIP8 TNS3 TOB1 TRIM33 TSPAN9 TTC14 VCL WDFY1 ZC3H11A ZNF91 ZSCAN16-AS1 GAUTAM_EYE_IRIS_CILIARY_BODY_PUTATIVE_STEM_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUTAM_EYE_IRIS_CILIARY_BODY_PUTATIVE_STEM_CELLS ABHD14A ABHD6 ABI2 ABR ACAP2 ACBD5 ACSS1 ACTN1 ACYP2 ADAMTS9-AS1 AEBP1 AHSA2P ALDH4A1 ALKBH7 AMER2 AMFR ANAPC11 ANGPTL4 ANTXR1 APCDD1L APEX1 ARL4A ARPC5L ATN1 ATP1A3 ATP5F1E ATP5IF1 ATP5PD ATP6V0E2 ATP6V1F ATP6V1H B3GAT3 BANF1 BCAP31 BLCAP BSPRY BTF3L4 C1orf122 C1orf21 C5orf24 CADM1 CAMSAP2 CCDC107 CCNL2 CD151 CD320 CDC42EP3 CDH6 CDR2 CHI3L1 CHPT1 CIB1 CNIH1 CNTNAP3B CORO1C COX16 CPEB4 CPNE5 CPXM2 CRYZ CTNNAL1 CUTA CXADR CXXC4 DCBLD2 DENND2B DGCR6L DGKG DIO3 DLGAP1-AS2 DNAJB11 DNAJB9 DTNA DUSP6 DVL3 DYNC1I1 DYNLL1 DYNLRB1 EBAG9 ECRG4 EGOT EIF2B5 ELOB EPCAM ERP29 ETFB FAM120A FAR1 FBXO44 FCGRT FOCAD FZD4 GAPDH GRAMD1B GUCY1A2 HADHB HAGH HDLBP HERPUD1 HMOX1 HSPA9 HYOU1 IFT80 INPPL1 IRF2BPL ITPR1 ITPRID2 JTB KCTD6 KIF1A LAPTM4B LARP1 LGALS3BP LGALS9 LGMN LHFPL6 LHX9 LINC01085 LRRC42 LRRFIP1 LRRN2 LSR MALAT1 MAN2A2 MANBAL MAP2K3 MARS1 MBNL2 MCAM MED19 MEGF9 MGST2 MGST3 MICOS13 MPHOSPH8 MRPL20 MRPL33 MYH9 MYL6 NAA38 NAV2-AS4 NBEA NCKAP1 NCS1 NDFIP1 NDUFA8 NDUFAB1 NDUFB5 NDUFS6 NDUFS7 NEDD8 NENF NFIA NFIB NPC1 NQO1 NUCB1 NUDT14 NUDT4 OSBPL6 OST4 OTX1 P2RY6 PABPC4 PBX3 PBXIP1 PDCD7 PDE4DIP PDIA6 PDLIM5 PDXDC1 PEBP1 PEMT PHF10 PIK3R3 PINK1 PITPNM2 PKP4 PLCB4 PLOD2 PLPP5 PLXNA2 PLXNB1 PLXNB2 PM20D2 PMVK PNPLA6 PPIA PPP1R21 PPP1R7 PPP2R5C PRDX3 PRDX6 PRMT9 PTMS PTPA PTPRD QSOX1 QTRT1 RAB27A RAB6B RAMP1 RASSF8-AS1 RAX RBM47 REEP5 RHBDD2 RHEB RHOC RIDA RIN2 RNF130 RNF207 ROMO1 RPA1 RRAGD RSBN1L S100B SARAF SEL1L SELENOS SEMA3A SEMA6D SERF2 SERINC1 SERPINF2 SGMS2 SH3KBP1 SIPA1L1 SLC20A2 SLC25A39 SLC25A6 SLC38A2 SLC46A3 SLC5A6 SLCO4A1 SLIRP SMARCA2 SMCO4 SNCAIP SNORA50C SNRNP70 SNRPG SPAG7 SPCS3 SRSF1 STON1 STT3B STX3 SYMPK SYNGR1 SYNGR2 SYNPO SYVN1 TBC1D1 TEX2 TGFB3 TIMM10 TIMM17A TLCD4 TLN2 TM4SF18 TM9SF2 TMEM147 TMEM14B TMEM164 TMEM184B TMEM245 TMEM248 TMEM47 TMEM50B TMEM98 TNFRSF19 TPBG TPP1 TRAPPC1 TRIM9 TRIO TSPAN3 UAP1 UBB UBR4 UQCRB USP2 VCL VSTM2L WNK2 WWTR1 ZBED5-AS1 ZMPSTE24 ZMYND8 ZNF91 GAUTAM_EYE_IRIS_CILIARY_BODY_RIBOSOMAL_GENES_HIGH_FIBROBLASTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUTAM_EYE_IRIS_CILIARY_BODY_RIBOSOMAL_GENES_HIGH_FIBROBLASTS ACYP1 CETN2 CMTM8 DIO2 DRAM2 ETNPPL GAPDH PFDN4 SELENOF SELENOP SERF2 SNRPD1 TNNC1 WIF1 GAUTAM_EYE_IRIS_CILIARY_BODY_SCHWANN_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUTAM_EYE_IRIS_CILIARY_BODY_SCHWANN_CELLS ADGRB3 ADGRG6 AJAP1 ANKZF1 APOL6 ARHGEF6 ATP6V0E2 CAT CCDC12 CCP110 CD58 CDC42EP5 CFL2 CGRRF1 CHORDC1 CHRM3 CLMN COL5A3 COMMD3 CREB1 CRK DCTN2 EPN2 FNIP2 FPGT FRMD3 FRY G2E3 GAB1 GOLT1B GPR146 HCFC2 HLA-C HYCC1 IFNAR2 IRF4 ITPR3 IZUMO4 JOSD2 KAT2B KLF15 LBR LIPA LIPT1 LYSMD2 MAP2 MAP2K7 MAP3K11 MMP17 MOB2 MPG N4BP2L2 NCBP3 NIBAN2 NRDE2 NSD1 NTM OPN3 PCDH20 PHYHD1 PLEKHA4 PNISR POMT1 PPP1R12C PPP2R2B PPP3CC RAB40B RANBP17 RBMXL1 RIN2 RLBP1 RNASEH2C ROBO3 RRAD RTKN SFSWAP SNX4 STRN3 SYT11 TAFA5 TCEAL1 TOM1L2 TRMT13 UBE2D1 VSIR WASL WDFY1 WDR47 WWP1 ZC2HC1A ZNF532 GAUTAM_EYE_IRIS_CILIARY_BODY_SMOOTH_MUSCLE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUTAM_EYE_IRIS_CILIARY_BODY_SMOOTH_MUSCLE_CELLS ABCG1 ABR ACAT1 ACOT11 ACTG2 ADAM22 ADCY5 ADCYAP1 AFF3 AGL AK4 AKAP9 ANKMY2 ANXA6 AOC3 AP1S2 AP2M1 ARHGAP1 ARMC1 ARPC1A ARPC5L ATF7 ATP1A2 ATP2A3 ATP5F1C ATP5MC1 ATP5MC2 ATP5PO AURKAIP1 AZIN1 B4GALT6 BAG3 BANF1 BOLA3 BORCS8 BPNT2 BSG BTBD7 C4orf3 C4orf48 C6orf47 CAMK2G CCDC107 CCDC124 CCDC85B CCN1 CCN2 CDC42 CDS2 CETN2 CISD1 CISD2 CKMT2 COA3 COL18A1 COL24A1 COPS5 COPS9 COQ3 COX4I1 CRY2 CSGALNACT2 CSNK1A1 CYCS DDA1 DDIT4L DESI2 DHX35 DNAJA4 DNAJC10 DNAJC15 DNTTIP2 DOK6 DUSP8 EDIL3 EGLN2 EI24 EIF3K EIF4G1 EIF4G2 EMC4 EP400 ERGIC2 EZH1 FAM234A FGFR2 FILIP1 FIS1 FNDC5 FRY GAMT GBA2 GLYR1 H3-3A HAGH HINT1 HIPK1 HMGN3 HSPA6 HSPG2 IFIT2 ILRUN IMPA1 IRS2 JMY KANK2 KARS1 KCNMB1 KIF5B KLF2 KLHDC10 KLHL41 LAMC1 LDHB LMO1 LRRC17 LRRC39 LRRC8A LTBP1 MAFK MANBAL MAPK6 MAPKAPK5-AS1 MDH2 MFSD6 MMP24OS MPC1 MROH8 MRPL13 MRPL20 MRPL22 MRPL3 MRPL35 MRPL41 MRPL55 MRPS11 MSRB1 MT-ATP8 MT-ND2 MT-ND3 MT-ND4L MT-ND5 MTX2 MXI1 MYOM1 NACC2 NCS1 NDUFA11 NDUFA12 NDUFC1 NDUFS5 NDUFS6 NFE2L1 NIPSNAP2 NNT-AS1 NSMCE3 NXN OAZ1 OXCT1 PACSIN2 PCDH18 PCDH19 PCM1 PCYT1A PDE3A PDE8B PDIA6 PDLIM5 PGM2L1 PHB1 PHPT1 PIM1 PIM3 PIN1 PITX1 PKDCC PLOD2 PMVK PNKD POLR2J PPHLN1 PPP1R3C PPP2CB PPP2R5A PPTC7 PRDX3 PSMA4 PSMA7 PSMB5 PSMD1 PSMD8 PSMD9 PTP4A1 PYGM RAB3A RASD2 RBMX2 RBPMS2 RCOR1 REEP3 REXO2 RFTN1 RGS16 RHEB RNASEH2C RNF139 RNF185 ROCK2 RPL27 RPP25L RPSA2 RSU1 RUSC2 SAE1 SAP18 SAP30BP SDHD SEC61G SEC63 SEL1L SELENOK SEPTIN2 SERF2 SGCG SLAIN2 SLC1A5 SLC25A3 SLC26A4-AS1 SLC38A1 SNTB2 SORT1 SSPN ST6GALNAC5 STK38L SUMO3 SYPL1 TCEAL3 TCTA TIMM13 TLE5 TLN1 TMC5 TMED8 TMEM14B TMEM179B TMEM35A TRIM69 TRPM7 TUBB TUFM TXNL4A TYW3 UBE2D4 UBL5 UQCRC1 UQCRFS1 UROS USP10 USP2 UXS1 VASP VCL VPS29 ZCRB1 ZNG1A ZNHIT1 ZSCAN16-AS1 ZYX GAUTAM_EYE_IRIS_CILIARY_BODY_WIF1_HIGH_FIBROBLASTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUTAM_EYE_IRIS_CILIARY_BODY_WIF1_HIGH_FIBROBLASTS ADAMTSL3 ADD3 ADIRF AKR1C3 ANG ARID5B ARRDC3 BTG3 BZW1 C1RL CALD1 CCDC71L CDH11 CDKN1A CHEK2 CHI3L2 CMBL CMTM8 CPPED1 CSGALNACT2 CSRP1 CTSC CTTNBP2 CYP1B1 DIO3OS DPYSL3 ECRG4 EEF1D EEF2 EID1 EIF1 ELOVL5 EMX2 FCGRT FHL1 FHL2 FLYWCH2 FMOD FOS FOSB GBP2 GLCE GMDS GNB2 GPR37 H1-0 HIC1 HNRNPA1L2 IFI44L ITM2B KCNAB1 KLF9 LAMC3 LARP6 LDHA LSAMP LUM MLLT11 MT1E MT1M MT1X NDN NECAB1 NHERF2 NPM1 NR2F1 PAPPA PLPP3 PRRX1 PTP4A2 RACK1 RAMP2-AS1 RASD1 RGL3 RPL13 RPL13A RPL15 RPL17 RPL21 RPL24 RPL26 RPL34 RPL41 RPL5 RPL6 RPL7 RPL8 RPS14 RPS18 RPS23 RPS3 RPS4X RPS5 RPS8 RPS9 RPSA2 RSL1D1 RSPO2 SCARA5 SEPTIN4 SNHG8 SNORD3A SOD3 SSR2 STOM SUMO2 TBC1D4 TGFBI TGIF1 TLE5 TMBIM1 TMEM176A TMEM176B TMEM45A TMSB4X TNFRSF1A TPM4 TRIB3 TSC22D3 TUBB4B WBP1L ZNF385A ZNF703 HAY_BONE_MARROW_CD34_POS_CLP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAY_BONE_MARROW_CD34_POS_CLP ADA AGPS CD200 CYGB ENAM LAIR1 MFAP4 PCAT14 TRBVB UMODL1 HAY_BONE_MARROW_CD34_POS_EO_B_MAST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAY_BONE_MARROW_CD34_POS_EO_B_MAST ADCYAP1 CDK15 CLC CLEC4OP DTWD2 EPX EXD3 HDC HPGD HPGDS LINC00323 LMO4 MS4A2 MS4A3 NOX3 PRG2 SLC45A3 TPSAB1 TPSB2 HAY_BONE_MARROW_CD34_POS_ERP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAY_BONE_MARROW_CD34_POS_ERP FAM124B MAP7 MEST NET1 PCAT18 RYR3 RYR3-DT SERPINE2 STAT5A TRIB2 HAY_BONE_MARROW_CD34_POS_ERP_EARLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAY_BONE_MARROW_CD34_POS_ERP_EARLY AMHR2 ATF7IP2 CCNG1 EMID1 GIHCG PDZD8 PHTF1 PKIG SLC40A1 STXBP6 ZNF385D HAY_BONE_MARROW_CD34_POS_GRAN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAY_BONE_MARROW_CD34_POS_GRAN AZU1 C1QTNF4 CALR CEACAM6 CLEC11A CPA3 CTSG ELANE ERLIN1 GPR12 HGF HSPB1 MIF MPO NPW P4HB PLPPR3 PRSS57 PRTN3 RNASE3 SH3D21 SNHG19 SNORC STAR SUCNR1 TMEM258 VAT1 HAY_BONE_MARROW_CD34_POS_HSC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAY_BONE_MARROW_CD34_POS_HSC ADGRG6 ARMCX1 ATP1B1 ATP2C1 AVP AVPR1B-DT BAALC BAALC-AS2 BEX1 BEX2 BEX4 BMAL2-AS1 BSPRY BST2 BTF3 C3orf80 C9orf43 CALN1 CASC15 CBX2 CCDC171 CCDC175 CCDC42 CCNB1IP1 CD164 CD34 CDH7 CHRM3 CLEC9A CRHBP CRYGD CTSF CYTL1 CYYR1 DLK1 DPPA4 DSG2 DYNLT5 EBPL EEF2 EGFL7 EHD2 EIF3D EIF3L ELMO1 EMCN ENSG00000229425 EPB41L4A-AS1 EPCAM-DT FAM133A FAM30A FBXW9 FGD5 GCSAML GNAI1 GSTM5 GUCY1A1 H2AC25 HINT1 HLF HMGA2 HOXA10 HOXA10-AS HOXA3 HOXA6 HOXA7 HOXA9 HOXB-AS3 HOXB3 HOXB5 HOXB6 HTR1F IL12A-AS1 IL18 IQSEC3-AS2 ITGA9 ITGB8-AS1 KRT18 KRT8 LAPTM4B LINC01122 LINC02573 LINC02983 LINC03073 MECOM MFAP2 MIR1915HG MSRB3 MYCNOS MYCT1 NACA NAP1L3 NKAIN2 NKX2-3 NPDC1 NPM2 NPR3 NRIP1 NYNRIN PCBD1 PCDH17 PLOD2 PRDM16-DT PRKG2 PROM1 RACK1 RASSF9 RBPMS ROBO4 RPL15 RPL26 RPS24 RPS9 RSL1D1 SAMD13 SLC1A6 SLC8A3 SNX10-AS1 SPOCK3 SULT1C4 SYPL1 TAF1D TAOK3 TCEAL2 TCEAL4 TLCD5 TMEM163 UBR5-DT UCHL1 WASIR2 ZBTB8A ZFAS1 ZNF521 HAY_BONE_MARROW_CD34_POS_LMPP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAY_BONE_MARROW_CD34_POS_LMPP ACY3 CRMA NEGR1 NPTX2 NREP PRSS2 SDK2 TRH HAY_BONE_MARROW_CD34_POS_LYMPHOID_UNK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAY_BONE_MARROW_CD34_POS_LYMPHOID_UNK BCAT1 CAPSL FABP5 GLDC KCNK9 LDHA VAT1L HAY_BONE_MARROW_CD34_POS_MEP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAY_BONE_MARROW_CD34_POS_MEP ABCC4 CPB1 DEPTOR FREM1 HACD1 HYAL3 SPINK4 SVOPL HAY_BONE_MARROW_CD34_POS_MKP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAY_BONE_MARROW_CD34_POS_MKP ACTN1 ADCY6 ADRA2A ANXA3 CDH6 COL2A1 DAD1 DKK1 DTD1 EFHC2 EFNB2 ENSG00000233968 EXOC3L4 GATA2 GJA4 GLOD5 GSTT2B GUCY1B1 HTR2A IGSF10 ITGA2 ITGA2B ITPKA KALRN KAZN KLHL13 LTBP1 LTC4S MED12L MGLL MLEC MMRN1 MYH7 NAA38 OLFM3 PBX1 PDIA5 PIEZO2 PLEK PPIF PRKG1 PRTFDC1 PTGER3 RAB38 RAB3C RAC3 RBPMS2 RYR2 SLC18A2 SLC37A1 SMAD3-DT SPX ST6GAL2 STAC STUM TCEAL9 TEAD4 TGFB1I1 TPI1 TPM1 TRPC6 TTC27 VWF WFDC1 HAY_BONE_MARROW_CD34_POS_MULTILIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAY_BONE_MARROW_CD34_POS_MULTILIN AIF1L ARMH1 BZW2 CDH2 CDK6 CDK6-AS1 CLDN10 CLGN CPXM1 DNAJC12 ENO1 FAM216A FLT3 ISYNA1 LKAAEAR1 NUCB2 SMIM24 SPINK2 TCEAL5 TM7SF3 HAY_BONE_MARROW_CD34_POS_PRE_B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAY_BONE_MARROW_CD34_POS_PRE_B ABHD15 ACSM3 ADAM23 AEBP1 AFF3 AMBP APBB2 BACH2 BAZ2A BCL7A BEST3 BMP3 BTBD3 BTK C16orf74 C7orf50 CCDC112 CCDC191 CCDC69 CD38 CD79B CDC25B CDC40 CDHR3 CECR2 CEMIP CFAP251 CFAP73 CSNK1E DDX54 DNMT3B DTX1 DYM-AS1 EFHC1 EIF3F ENSG00000258572 ENTPD8 ERP29 FAM3B FMO1 FOXD3-AS1 GSDME H1-2 H2BC8 HIP1 HRK IRF4 KANK2 KIF12 KIN KLHL14 LAMA5 LDLRAD4 LIMD2 LINC01215 LINC02227 LINC03066 LOC124904478 MIR181A1HG MPZL1 MRO MYO1C NEIL1 NIBAN3 NOXA1 NSMCE1 NSUN7 PAX5 PCDH9 PLEKHA2 PLG PPP1R14A RAPGEF5 RASAL1 RB1 RCSD1 REPIN1 RIMS3 ROR1 RUBCNL SBSPON SHOX2 SNHG7 SOX4 STARD4-AS1 STIM2 SYF2 SYK TAX1BP3 TBC1D1 TCL1A TCL1B TM7SF2 TMEM131L TMEM243 TMEM38A TRABD TRAM1 UBXN1 WASF1 HAY_BONE_MARROW_CD34_POS_PRE_PC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAY_BONE_MARROW_CD34_POS_PRE_PC ABCG2 ABHD17B ADPRM AHDC1 AKAP12 ALPG ANKRD10 AQP5 AQP5-AS1 ARPP21 ATP1B3 BCR BLNK CCDC81 CD9 CHD9 CKMT2 CLEC14A CMTM7 COBL COX7A2L DBN1 DNMT3L-AS1 DNTT DOK4 DUSP26 EBF1 EIPR1 ELK3 ERG ERGIC1 ERO1B FAM215B FAM241A FHIT FXYD2 GAB1 GABPB1 GABPB1-AS1 GBP4 GPR176 GPSM1 HHIP HHIP-AS1 HMHB1 HPS4 JUP LAPTM5 LCN6 LHPP LINC00114 LINC00305 LINC00426 LINC01013 LINC01507 LINC02202 LINC02982 LRFN2 LUC7L3 LY6H MAGED1 MAP1LC3B MDM2 MDM4 MLXIP MME MPPED2 MT1X MTF2 MYO5C NAV1 NFIA-AS2 NKX6-3 NPY NUDT11 P4HA2 PLIN3 POLA2 PPFIBP1 PPP2R2C PPP3CC PRCD PXDN QRSL1 RAG1 RAG2 RFX5-AS1 RHPN1 RIMKLB RNF43 RPS4Y2 S100A1 S1PR4 SARDH SCHIP1 SEC63 SELENOF SEMA6A SERPINI1 SH2D4B SH3TC1 SIAH2 SLC35E3 SLC8A1-AS1 SMAD1 SMIM3 SNX2 SOCS2 SPANXB1 STAG3 SYNE3 TAF7 TMEM217 TOP2B TP53INP1 TSPAN14 VPREB1 VPREB3 XPNPEP2 XXYLT1-AS2 ZCCHC7 ZNF22 ZNF22-AS1 ZNF608 HAY_BONE_MARROW_CD8_T_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAY_BONE_MARROW_CD8_T_CELL A2M-AS1 ARAP2 ATG2A ATP8A1 CAPN2 CCL5 CCNH CD8A CD8B CD99 CHI3L2 CLEC2B CRTAM CXCR4 CXCR6 DUSP2 ENC1 F2R FYN GBP5 GUK1 GZMH GZMK HERPUD2 HLA-B IFNG IL32 ITGB1 JAKMIP1 JMJD6 KIF19 KIF21A KLRG1 LAG3 LINC00987 LINC01871 LINC02937 LINC03057 LYAR MFSD10 MIAT MSC MT1F NR4A2 PARP8 PATL2 PPDPF PPP2R5C PRDM1 PTPN22 PTPN7 PTPRC RASAL3 RGS1 RNF19A SH2D1A SLA SLAMF6 SON SRSF7 STK17A SYNE2 TENT5C TIGIT TMA7 TNFRSF9 TNIP3 TPRG1 TRG-AS1 TRGC2 TTC16 UBC ZNF683 HAY_BONE_MARROW_DENDRITIC_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAY_BONE_MARROW_DENDRITIC_CELL ABCA15P ALCAM ALDH2 ALOX5AP ANKRD65 AP3S1 APP ARID3A ASIP ATG101 B4GALT1 BCL11A BRK1 C12orf75 C1orf54 CACNA2D3 CADM4 CBFA2T3 CBX6 CCDC183 CCDC50 CCDC88A CD1C CD1E CD2AP CD74 CFAP119 CIB2 CIITA CLEC10A CLEC4C CLIC2 CLN8 COL26A1 COMT CRIP3 CRYM CSF2RA CSF2RB CST3 CUEDC1 CUX2 CXCR3 CYP46A1 DNAJC4 DNASE1L3 DUSP5 EGLN3 EIF2AK4 ENHO EPHA2 EPHB1 ERCC1 FAM221B FCER1A FUT7 GAPT GNA15 GPR183 GRIP1 HLA-DMA HLA-DMB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB5 IDH3A IL1R2 IL3RA IRF7 IRF8 ITM2C JAML KCNA5 KCNK10 KCNK17 KCNK6 KIRREL3 KRT5 LAMP5 LCT-AS1 LGMN LILRA4 LILRB4 LINC00865 LINC00996 LINC01374 LINC01724 LINC02132 LINC02812 LOC105377488 LRRC26 LRRC36 LSP1 MAP1A MAPKAPK2 MIF4GD MILR1 MRC1 MYBL2 NDRG2 NEK8 NLRP7 NOPCHAP1 NOTCH4 NUDT17 OFD1 OPN3 OSTC P2RY14 P2RY6 PACSIN1 PALD1 PAPLN-AS1 PARK7 PARVG PFKFB2 PHACTR1 PHEX PKIB PLAC8 PLD4 PLP2 PLVAP PLXNA4 PON2 PPIB PPM1J PPP1R14B PPP1R14B-AS1 PROC PRXL2A PTMS PTPRS RHEX RNASE6 RPS6KA4 RRBP1 RUBCN RUNX2 SCAMP4 SCAMP5 SCN9A SCT SEC61B SEC61G SEMA7A SERPINF1 SERPINF2 SFT2D2 SH3BP4 SHD SIDT1 SLC12A3 SLC15A4 SLC20A1 SLC35F3 SLC4A3 SLC7A11 SLC7A5 SLC9A7 SMIM6 SMPD3 SNX3 SPCS1 SPINT2 SPNS3 SSR1 ST14 ST3GAL4 SUSD1 TCF4 TGFBI TM9SF2 TMED10 TMEM109 TMEM210 TMEM8B TNFRSF21 TNNI2 TPM2 TRAF4 TSPAN13 TTC39A TXN UBE2E2 UGCG UNC93B1 UPK3A VASH2 VEGFB WDFY4 ZFAT HAY_BONE_MARROW_EARLY_ERYTHROBLAST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAY_BONE_MARROW_EARLY_ERYTHROBLAST ABO AHCY AIG1 AK2 APOC1 ATP5MK C1QBP CASP3 CASP6 CCDC26 CDH1 CENPV CHCHD2 CLNS1A CMSS1 CNRIP1 COL6A5 COQ8A CXADR CYP2E1 DCTPP1 DES DHRS11 DMAC1 DNAH14 DNPH1 ECHS1 EIF1AX EXTL2 FAM136A FAM89A FBL FSCN1 GAL GATA2-AS1 GCSH GGCT GNL3 GRTP1 GSTM3 GTF3A HDAC7 HNRNPC INTS13 KCNK5 KIT MDH2 MGST2 MICOS10 MORF4L2 MRPL52 MRPS23 MRPS25 MRPS26 MUC1 MYB MYC NDUFAF2 NDUFC2 NHP2 NME1 NMI NMU NPM1 NPM3 OLA1 PABPC4 PEBP1 PGAP4 PHF6 PLTP PMP22 PNMT PNPO PPA1 PRMT1 PVT1 RPL23 RPL37A RPP40 RRP9 SDHAF3 SELENOH SLC12A6 SLC27A2 SLC39A4 SORD SRM TFAM TMEM97 TRIP6 TUFM UNG UQCRH WDR43 HAY_BONE_MARROW_EOSINOPHIL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAY_BONE_MARROW_EOSINOPHIL ALYREF ANKRD13D ASRGL1 ATP8B4 BLOC1S1 CEBPA COX8A DBI GNB1 H1-10 H1-4 H2AJ HNRNPD HSPA5 IL1RAP IQGAP3 KBTBD11 KIAA0930 KIF22 LGALS1 LYZ MBD3 MRPL23 MRPL33 MS4A4A MT-ATP6 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND4 MT-ND4L MT-ND5 MZT2B NDUFA3 NDUFB11 NDUFS6 NT5DC2 P2RY2 PHPT1 PRLR RAB32 RECK RETN RFLNB RNASE2 RNASE2CP RPLP1 RPN1 SERPINB10 SERPINB8 SLC44A1 SNHG25 SUB1 TMBIM6 TMEM160 TMX4 TPM3 WDFY2 HAY_BONE_MARROW_ERYTHROBLAST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAY_BONE_MARROW_ERYTHROBLAST A4GALT AAAS AARS1 AASDHPPT ABCB10 ABCC5 ABCE1 ABCF2 ACAA2 ACAD9 ACADS ACADVL ACAT1 ACHE ACKR1 ACOT13 ACSBG1 ACSS1 ACTL6A ADAMTS3 ADD2 ADISSP ADSL AFG3L2 AGFG2 AGPAT5 AHSA1 AHSP AIDA AIFM1 AIMP2 AK1 AK6 AK7 AKR1C1 AKR1C3 ALAD ALAS2 ALDH18A1 ALDH1A1 ALDH1B1 ALDH4A1 AMD1 AMMECR1 AMT ANAPC11 ANAPC7 ANK1 ANKH ANKLE1 ANKRD9 ANLN ANP32B AP2A1 AP2B1 AP2M1 APEH APEX1 APEX2 APOBEC3B APOL4 AQP1 ARHGAP11A ARHGAP23 ARHGEF12 ARHGEF39 ARL2 ARL6IP6 ARL9 ARMC1 ARMC8 ARPC1A ART4 ARV1 ARVCF ASF1A ASH2L ATAD3A ATAD5 ATG3 ATIC ATP1B2 ATP23 ATP5F1A ATP5F1B ATP5IF1 ATP5MC1 ATP5MC3 ATP5MF ATP5PB ATP5PF ATP6V1C1 ATP7B ATPAF1 AUNIP AURKA AURKAIP1 B3GALNT1 B9D1 BABAM1 BAG1 BAG2 BANF1 BAZ1A BCAM BCAP29 BCCIP BCL2L12 BCS1L BLVRA BLVRB BOLA3 BOLA3-DT BOP1 BRCA1 BRCA2 BRIX1 BSG BSG-AS1 BUB1 BUB1B BYSL C12orf29 C16orf95 C17orf58 C17orf99 C19orf48P C1D C1orf198 C6orf89 C8orf88 C9orf40 CA1 CA2 CA3 CA8 CACYBP CALM3 CAPRIN1 CAPRIN2 CARM1 CAST CAT CBR1 CBX3 CBY1 CCDC124 CCDC138 CCDC14 CCDC15 CCDC169 CCDC28B CCDC34 CCDC47 CCDC86 CCNA2 CCNB1 CCNB2 CCNE1 CCT2 CCT3 CCT4 CCT5 CCT6A CCT7 CCT8 CD36 CD58 CD59 CD82 CDC16 CDC20 CDC25A CDC27 CDC42BPA CDC45 CDC6 CDC7 CDCA2 CDCA3 CDCA4 CDK1 CDK2 CDK4 CDKN3 CDT1 CENPE CENPH CENPK CENPL CENPP CENPS CENPU CENPW CENPX CEP152 CEP57L1 CETN3 CFAP298 CHAC2 CHAF1A CHCHD1 CHCHD3 CHEK1 CHEK2 CHID1 CHPT1 CISD2 CIT CKAP2 CKAP5 CKS2 CLCN4 CLN6 CLPB CLTA CLTC CMAS CMBL CNKSR3 CNP COA1 COA4 COA7 COASY COL18A1 COMMD1 COMMD3 COMMD4 COPB2 COPS3 COPS5 COQ3 COQ9 COX5A CPOX CPSF3 CPSF4 CR1L CRACD CRISP2 CRLS1 CSE1L CSNK2A1 CSTF2 CTNNAL1 CTSE CYB5A CYC1 CYCS CYTOR DAAM1 DCAF11 DCAF6 DCUN1D5 DDB1 DDI2 DDT DDX1 DDX11 DECR1 DECR2 DEPDC1 DEPDC1B DEXI DGUOK-AS1 DHFR DHODH DHRS13 DHX15 DIAPH3 DIMT1 DKC1 DLD DLEU1 DLGAP5 DMC1 DMTN DNAJA1 DNAJA4 DNAJC11 DNAJC15 DNAJC19 DNAJC6 DNAJC8 DNAJC9 DNMT1 DOLPP1 DPCD DPF3 DPH2 DPH6 DPM1 DPM2 DPY30 DRG1 DSCC1 DSN1 DTL DTYMK DUSP21 DUT DYNC1LI1 DYNC2I2 DYNLL1 DYRK3 E2F4 EBNA1BP2 ECH1 ECI2 ECT2 EEF1E1 EI24 EIF1AY EIF1B EIF2AK1 EIF2B3 EIF2S1 EIF2S2 EIF3A EIF3I EIF3J EIF4E EIF4EBP1 EIF4G1 EIF4H EIF5A EIF5B ELAVL1 ELOC ELOVL1 ELOVL6 EMC4 EME1 ENG ENOSF1 ENSG00000189316 ENSG00000260592 ENY2 EPB42 EPCAM EPDR1 EPHB4 EPOR EPRS1 EPS15-AS1 ERCC6L ERFE ERH ERI1 ERI2 ERI3 ERMAP ESCO2 ESD ESPN ETFA ETFB EXO1 EXOSC2 EXOSC3 EXOSC7 EXOSC8 EXOSC9 FADS2 FAH FAHD1 FAM104B FAM110D FAM114A2 FAM13A FAM178B FAM210B FAM72C FAM72D FAM83D FANCA FANCD2 FANCI FARSA FARSB FBH1 FBXO7 FDPS FECH FEN1 FH FHDC1 FHL2 FIS1 FKBP3 FKBP4 FKBPL FN3K FN3KRP FOXRED1 FUNDC2 FUT1 FXN FXYD3 G3BP1 GAD1 GADD45GIP1 GAR1 GARS1 GART GAS2L3 GATA1 GATB GBGT1 GCAT GCLC GCLM GEMIN2 GET3 GFI1B GFOD2 GFUS GHITM GINS1 GINS2 GINS3 GLRX GLRX3 GLRX5 GMNN GMPS GNL2 GOT2 GPATCH4 GPN3 GPT GRB10 GRPEL1 GRWD1 GSPT1 GTF2F1 GTF2F2 GTF3C6 GTPBP4 GUCD1 GYPA GYPB GYPC GYPE H1-0 H1-3 HACD3 HADH HADHA HAGH HARS1 HAT1 HAUS2 HAUS6 HBA1 HBA2 HBB HBD HBG1 HBG2 HBM HBQ1 HBS1L HBZ HCCS HDAC2 HDAC3 HDDC3 HDGF HDHD3 HEBP1 HEMGN HES6 HIGD1A HIKESHI HINT2 HK1 HLTF HMBS HMGA1 HMGN5 HMMR HNRNPAB HNRNPF HOOK1 HPDL HPF1 HPRT1 HPS1 HSBP1L1 HSD17B4 HSD3B7 HSDL2 HSF1 HSP90AA1 HSP90AB1 HSPA4 HSPA8 HSPA9 HSPBP1 HSPD1 HSPE1 HSPH1 HTRA2 IARS1 ICA1 ICAM4 ICMT IDH2 IFI27 IFI27L1 IFRD2 IFT52 IFTAP IGF2BP2 IK IL17RE ILF2 ILF3 IMMT IMP4 IMPDH2 ING2 ISCA2 ISOC1 ISOC2 JPT2 KATNBL1 KBTBD12 KCNH2 KCNJ12 KCNN4 KEAP1 KEL KHSRP KIAA1586 KIF18A KIF20A KIF20B KIF23 KIF26A KIF2C KIF4A KIF9 KLF1 KLHDC3 KLHDC8B KLHL18 KMT5A KNSTRN KPNA3 KREMEN1 KRT13 LAGE3 LARS1 LAS1L LBR LCA5 LDB1 LIN9 LINC00570 LINC01133 LINC02772 LMO2 LPCAT3 LRP11 LRPPRC LRR1 LRRC59 LRRCC1 LRWD1 LSM2 LSM3 LSM4 LSM5 LTV1 LUC7L2 LXN MACIR MACROD1 MAGOHB MALSU1 MAP2K2 MAP2K3 MARVELD2 MBOAT2 MCAT MCM10 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCUR1 MDN1 MECR MED25 MED8 MELK METAP2 METTL1 METTL13 METTL21A METTL2A METTL5 MFAP1 MFHAS1 MFSD2B MGAT3 MGST3 MICALL2 MICU2 MINPP1 MIPEP MIR4435-2HG MIS18A MIX23 MKKS MKS1 MLLT3 MMAB MMADHC MNS1 MORN2 MOSPD1 MPC2 MPDU1 MPP1 MPST MRM1 MRM2 MRPL1 MRPL11 MRPL12 MRPL13 MRPL14 MRPL15 MRPL16 MRPL17 MRPL18 MRPL19 MRPL2 MRPL20 MRPL21 MRPL22 MRPL27 MRPL28 MRPL3 MRPL34 MRPL35 MRPL36 MRPL37 MRPL39 MRPL4 MRPL42 MRPL45 MRPL46 MRPL47 MRPL49 MRPL50 MRPL51 MRPL57 MRPL58 MRPS10 MRPS11 MRPS15 MRPS16 MRPS17 MRPS18A MRPS18B MRPS18C MRPS2 MRPS22 MRPS28 MRPS31 MRPS34 MRPS36 MRPS7 MRPS9 MRTO4 MSH2 MSH6 MTCH2 MTERF2 MTERF3 MTFR1 MTFR2 MTHFD1 MTX1 MTX2 MYH10 MYL4 MYT1 N6AMT1 NAA50 NADK2 NAE1 NANP NAP1L4 NARF NARS1 NASP NAT10 NBAS NCAPD3 NCAPG NCAPG2 NCAPH NCEH1 NCL NCS1 NDUFA10 NDUFA2 NDUFA6 NDUFA8 NDUFA9 NDUFAB1 NDUFAF3 NDUFAF4 NDUFAF8 NDUFB3 NDUFB6 NDUFB9 NDUFC1 NDUFS1 NDUFS3 NDUFS5 NDUFS8 NDUFV1 NDUFV2 NDUFV3 NECTIN1 NEDD4L NEK1 NEK2 NELFCD NFIA NFIX NFS1 NFYB NIBAN2 NIF3L1 NIPSNAP3A NME4 NMNAT3 NOC3L NOL7 NOLC1 NOP10 NOP14 NOP16 NOP56 NOP58 NPL NPRL3 NSMCE2 NT5M NUDC NUDT1 NUDT4 NUP35 NUP37 NUP62CL NUP85 NUP93 NUTF2 OAT OGFOD2 OIP5 ORC1 ORC2 ORC4 ORC6 OSBP2 PA2G4 PAFAH1B3 PAGE2B PAICS PAK1IP1 PAQR9 PARPBP PARVB PBK PC PCCB PCLAF PCMT1 PCNA PDAP1 PDCD2L PDCD4 PDHA1 PDHB PES1 PFDN6 PFKM PGRMC2 PHB1 PHB2 PHETA2 PHF5A PHOSPHO1 PIGQ PIGW PIP5K1B PIR PISD PITHD1 PKLR PKMYT1 PKP4 PLA2G12A PLEK2 PLEKHH3 PLEKHJ1 PLK1 PLK4 PLPP4 PLRG1 PLS1 PMM1 PMPCB PNP PNPLA4 PNPT1 POC1A POLA1 POLD1 POLD2 POLD3 POLDIP2 POLE2 POLE3 POLQ POLR1G POLR2E POLR2F POLR2H POLR2I POLR2K POLR3H POLR3K POMGNT2 POMP POP7 PPA2 PPAT PPIH PPIL1 PPIP5K2 PPM1G PPME1 PPOX PPP1R8 PPP2R1B PPT2 PRC1 PRDX2 PRDX3 PRDX6 PRELID2 PRIM1 PRKAB1 PRKAR1B PRKAR2B PRKDC PRMT3 PRMT5 PRMT6 PRPF19 PRPF40A PRPS1 PRPS2 PRSS23-AS1 PRXL2B PSMA2 PSMA3 PSMA4 PSMA5 PSMB1 PSMB2 PSMB5 PSMB6 PSMB7 PSMC1 PSMC2 PSMC3 PSMC4 PSMC6 PSMD1 PSMD11 PSMD12 PSMD14 PSMD2 PSMD3 PSMD6 PSMD7 PSMD8 PSMD9 PSMF1 PSMG1 PSMG3 PTBP1 PTCD3 PTGES3 PTH2R PTK2 PTRH2 PTTG1 PUS7 PXMP4 PYCR1 PYCR3 QTRT1 RAB13 RAB23 RAB3IL1 RAD23A RAD23B RAD50 RAD51C RAD54L RALBP1 RAN RANBP1 RANBP10 RARS1 RBBP4 RBFA RBM17 RBX1 RCC1 RCCD1 RCL1 RDX REC8 RECQL4 REPS2 REXO2 REXO5 RFC1 RFC2 RFC3 RFC4 RFC5 RFESD RFK RFWD3 RFXAP RHAG RHCE RHD RHOBTB3 RIDA RIF1 RILP RIOK1 RIPOR1 RIPOR3 RMDN1 RMDN3 RMND5B RNASEH2A RNASEH2C RNF123 RNF182 RNF187 RNF40 RNF5 ROGDI RPA1 RPA2 RPA3 RPF2 RPIA RPL22L1 RPL26L1 RPL3L RPL7A RPL8 RPLP0 RPP30 RPS6KL1 RRM1 RRM2 RRP1 RRP15 RRP7A RTCB RUVBL1 RUVBL2 S100A3 SAMM50 SAR1B SASS6 SCCPDH SCOC SDHA SEC14L3 SEC14L4 SEC22C SELENBP1 SEPTIN11 SERBP1 SF3B6 SFXN4 SGTA SH3GLB2 SHMT1 SIGMAR1 SKA1 SKIC8 SLBP SLC10A4 SLC11A2 SLC16A9 SLC1A5 SLC22A16 SLC22A23 SLC22A4 SLC25A10 SLC25A15 SLC25A21 SLC25A3 SLC25A37 SLC25A38 SLC25A39 SLC29A1 SLC2A1 SLC2A4 SLC2A4RG SLC30A6-DT SLC30A9 SLC37A4 SLC38A5 SLC39A3 SLC39A8 SLC43A1 SLC43A3 SLC44A4 SLC48A1 SLC4A1 SLC6A8 SLC6A9 SLC7A1 SLC9B2 SLIRP SLX9 SMARCA5 SMC2 SMC3 SMC6 SMIM1 SMIM10 SMS SNCA SNHG10 SNRNP25 SNRNP40 SNRNP70 SNRPA SNRPA1 SNRPB SNRPC SNRPD1 SNRPD3 SNRPE SNRPF SNRPG SNW1 SNX22 SNX8 SOD1 SOX6 SPA17 SPAG5 SPART SPATA33 SPC24 SPDL1 SPECC1 SPESP1 SPHK1 SPRR2F SPTA1 SPTB SPTBN2 SPTLC2 SREBF1 SRI SRP72 SRPK1 SRSF1 SRSF2 SSB SSBP1 SSRP1 SSX2IP ST13 ST6GALNAC1 ST6GALNAC4 STAM STAU1 STEAP3 STIP1 STK25 STOM STOML2 STRADB STRIP2 SUGT1 SUMO3 SUPT16H SUV39H2 SYNCRIP SYNGR1 TAC3 TAF9 TAL1 TANGO2 TARS1 TBC1D23 TBC1D7 TBL3 TBPL1 TBRG4 TCEA1 TCERG1 TCP1 TEDC2 TESC TEX30 TFDP1 TFR2 TFRC TGM2 TGS1 THEM6 THOC3 THOC6 THOC7 THOP1 TIMM10 TIMM13 TIMM17A TIMM21 TIMM23 TIMM44 TIMM50 TIMM8A TIMM8B TIMMDC1 TK1 TLCD4 TLN2 TMA16 TMEM141 TMEM14A TMEM14B TMEM14C TMEM237 TMEM86B TMOD1 TMPRSS9 TMX2 TNS1 TNXB TOMM40 TOP1 TP53BP2 TPGS2 TPRA1 TPRKB TRAK2 TRAP1 TRIM10 TRIP13 TRMT10C TRMT112 TRMT5 TROAP TRUB2 TSFM TSPAN17 TSPAN5 TSPO2 TSR1 TST TTC8 TTK TTLL12 TUBA1C TUBAL3 TUBB2A TUBB4B TUBB6 TUBG1 TXN2 TXNDC9 TXNL1 TXNRD1 TXNRD2 U2SURP UBAC1 UBE2K UBE2T UBTF UBXN10 UBXN8 UCHL3 UCHL5 UCK2 UMPS UQCC2 UQCC3 UQCR10 UQCRC1 UQCRFS1 UQCRQ UROD UROS USP14 USP15 USP48 UTP18 VANGL1 VARS1 VBP1 VCP VDAC3 VPS25 VPS29 VPS9D1-AS1 VRK1 VRK2 WAPL WBP4 WDHD1 WDR12 WDR4 WDR5 WIPF3 WIPI2 WRN XK XRCC2 XRCC3 XRCC5 XRCC6 YBX1 YBX3 YEATS4 YIPF6 YPEL4 YWHAE YWHAG YWHAH ZDHHC14 ZDHHC3 ZFYVE21 ZMYND8 ZNF273 ZNF367 ZNF451 ZNF620 ZNF788P ZNRD2 ZW10 ZWILCH HAY_BONE_MARROW_FOLLICULAR_B_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAY_BONE_MARROW_FOLLICULAR_B_CELL ABCB4 ACP5 ADAM19 ADAM28 AIM2 AK8 AP1S3 ARHGAP24 ARHGAP25 BACE2 BAIAP3 BANK1 BCAS4 BIRC3 BLK BTLA BTNL9 CD180 CD19 CD22 CD37 CD40 CD52 CD70 CD79A CD83 CHD7 CLECL1P CNFN CNR2 CNTNAP2 COBLL1 COCH COL19A1 COL4A3 COL4A4 COL9A3 CPNE5 CXCR5 CXXC5 CYB561A3 CYSLTR1 DOK7 DRAM2 DUSP22 E2F5 EBI3 ENSG00000230709 EZR FCER2 FCGR2B FCMR FCRL1 FCRL2 FCRL3 FCRLA FXYD1 GGA2 GNB5 GNG3 GNG7 GPM6A HLA-DOA HLA-DOB HVCN1 IFT57 IKZF3 ISCU KDM4B KLK1 LARGE1 LARGE2 LCN8 LIMS2 LINC00494 LINC00926 LINC01781 LINC01857 LINC02397 LINC02413 LINC02422 LY9 MACROD2 MARCHF1 MEF2C METTL8 MS4A1 NCOA3 NFKB2 NFKBID NXPH4 ORAI2 OSBPL10 OSBPL10-AS1 OSTN-AS1 P2RX5 PEG10 PKHD1L1 PLEKHG1 PLEKHG7 PLPP5 PNISR PNOC PPM1K PRDM2 PTPN1 RAB30 RALGPS2 REL RHBDF2 RPS11 RRAS2 SEL1L3 SEMA4B SETBP1 SLC38A11 SMAGP SMIM14 SP100 SP110 SP140 SPIB SPON1 STAP1 STX7 SWAP70 SYNPO TBC1D9 TCOF1 TEX9 TFEB TLR10 TMEM154 TMEM156 TNFRSF13B TNFRSF13C TPD52 TRAF5 VOPP1 ZBTB32 ZDHHC21 ZNF860 HAY_BONE_MARROW_IMMATURE_NEUTROPHIL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAY_BONE_MARROW_IMMATURE_NEUTROPHIL ABCA1 AHR APOBEC3A ARF6 ARHGAP27 ARL4A ARRDC3 ARRDC4 ASAH1 ATP2B1 ATP2B1-AS1 ATP6V1F ATP6V1G1 B3GNT5 BACH1 BCL2A1 BCL2L11 BCL3 BHLHE40 BIRC2 BNIP3L C15orf39 C15orf48 C9orf72 CARD19 CCL3L1 CCR1 CD300E CD4 CD86 CDC42 CDKN1A CEBPB CEBPD CEP170 CLEC4A CLEC7A CPEB4 CPVL CRIP1 CRTAP CTNNB1 CTSB CTSS CYRIA DDIT3 DDX3X DPYSL2 DSE DUSP6 EMP3 EP300 EPB41L3 EVI2A EVI2B FAM91A1 FCGR1A FCGR1BP FCGR2A FCGRT FOXO3 FTL FUOM G0S2 GAB2 GABARAPL1 GLUL GNA13 GPCPD1 GPX4 GRB2 GRINA H3-3B HAPSTR1 HBEGF HCAR3 HIF1A HK2 HMOX1 HPSE HSD17B11 ICAM1 ICOSLG ID1 IER3 IER5 IER5L IFI30 IFI6 IFITM10 IFNGR2 IL10RA IL13RA1 IL1B IRF2BP2 ITM2B JARID2 KDM6B KLF10 KLF11 LACTB LCP2 LGALS2 LGALS3 LIPA LUCAT1 MAFB MAP3K2 MAP3K8 MAPK6 MARCO METRNL MGAT1 MIR22HG MYO9B NAMPT NAMPT-AS1 NEAT1 NFKBIA NINJ1 NLRP3 NOTCH2 NPC2 NUMB ODF3B PCBP1 PCBP2 PEA15 PELI1 PFDN5 PFKFB3 PHLDA2 PICALM PID1 PLEKHB2 PLIN2 PLSCR1 PPT1 PRCP PRKAG2 PRKAG2-AS1 PTP4A1 PTP4A2 RAB1A RAB20 RAC1 RAP2B RBPJ RELT RHOA RHOQ RIOK3 RIPK2 RIT1 RNF141 RNF145 RNF19B RTN1 SAT2 SEC11A SECTM1 SERTAD2 SGK1 SH2B3 SH3BP2 SHTN1 SLC16A6 SLC30A1 SLC43A2 SLC6A6 SLC8A1 SUSD6 THBD TLE3 TMEM127 TMEM219 TMEM70 TNFAIP2 TRMT1 TXNIP UBA52 UBE2D3 UBE2R2 UPP1 USP12 USP3 VAMP3 VEGFA VMP1 ZDHHC1 ZEB2 ZFHX3 ZFP36L1 ZFYVE16 ZNF385A HAY_BONE_MARROW_MONOCYTE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAY_BONE_MARROW_MONOCYTE ABI3 ACAA1 ADAP2 ADGRE1 ADGRE2 AIF1 AMPD2 APH1B ARAP1 ARPC1B ARPC3 ARPC5 ARRB1 ARRB2 ATOSB BATF3 BID C11orf21 C19orf38 C1QA C1QB C3AR1 C5AR1 C5AR2 CACUL1 CALHM2 CALHM6 CALM2 CAMK1 CAPZA2 CAPZB CARD9 CASP5 CCNG2 CD300C CD300LF CD68 CDH23 CDKN1C CEACAM3 CHCHD10 CHST15 CHST7 CKB CLCF1 CMTM6 COTL1 CPPED1 CSF1R CSTB CTSL CUX1 CXCL16 CYP4F22 CYTIP DEDD2 DENND10 DOCK5 DPEP2 DRAP1 FAM110A FCER1G FCGR3A FGD2 FGR FIBCD1 FKBP1A FMNL1 FMNL2 FTH1 GBP2 GCH1 GNB2 GNG5 GPBAR1 GPR137B GPR20 GRK2 GRK3 HCK HES4 HIGD2A HK3 HOTAIRM1 HSBP1 IFITM3 IMPDH1 INSIG1 ISG15 ITGAX ITLN1 JPT1 KDM1B KIAA0513 KLF3 KNDC1 LFNG LGALS9 LILRA1 LILRA2 LILRA5 LILRB1 LILRB2 LINC00877 LINC01503 LINC02185 LINC02345 LINC02432 LRRC25 LRRFIP1 LST1 LY6E LYN LYNX1 LYPD2 MAPKAPK3 MCOLN1 MEG3 MMP24OS MRAS MS4A7 MSR1 MTPN MTSS1 MYD88 MYL6 MYO1G NAAA NAGK NAP1L1 NAPRT NEURL1 NFKBIZ NR4A1 NUDT16 OAS1 OAZ2 P2RX1 PAPSS2 PCGF5 PDK4 PDLIM5 PECAM1 PELATON PGK1 PHTF2 PIK3AP1 PILRA PKN1 PLXNB2 POU2F2 PPCDC PPM1F PPM1N PPP1R17 PRELID1 PSAP PSME2 PTGES PTP4A3 PTPN6 PTPRN2-AS1 RAB10 RABGAP1L RALB RARA RGS19 RHOC RHOG RIN3 RNASET2 RNF13 RNF144B RNF149 RNH1 RRAS S100A11 SAT1 SCGB3A1 SCIMP SEC14L1 SELPLG SERPINA1 SFTPD SH3BGRL SIDT2 SIGLEC10 SLC25A6 SLC2A6 SLC31A2 SLC66A3 SLC7A7 SMAP2 SMPDL3A SNX18 SPI1 SPN ST3GAL5 SYNGR2 SYT17 TBC1D8 TBXAS1 TCF7L2 TCIRG1 TENT5A THEMIS2 TIMP1 TMSB4X TNFRSF1B TNFRSF8 TNFSF10 TPPP3 TUBA1A UNC119 UQCRB UTRN VAMP5 VASP VMO1 VSIR WARS1 WAS YPEL2 ZG16B ZMYND15 ZNF703 HAY_BONE_MARROW_NAIVE_T_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAY_BONE_MARROW_NAIVE_T_CELL AAK1 ABLIM1 ACAP1 ACSL6 ADD3 ADTRP AKTIP ANAPC16 ANK3 ANKRD12 ANKRD44 ANKRD44-AS1 ANO9 ANXA2R AP3M2 APBA2 APBB1 AQP3 ARHGAP15 ARHGAP45 ARHGEF1 ARID5A ARID5B ATM ATP6V0E2 B3GAT2 BCL11B BCL2 BEX5 BICDL1 BIN1 BLOC1S4 BTG1 BTG2 C19orf53 C9orf78 CAMK4 CARS1 CCDC57 CCR6 CCR7 CCSER2 CD2 CD27 CD28 CD3D CD3E CD3G CD40LG CD48 CD5 CD6 CD69 CD96 CDC42SE2 CDKN1B CFAP36 CHD3 CHMP7 CHRM3-AS2 CLEC2D CMPK1 CNN2 CNOT6L COMMD6 CORO1B COX7C CPA5 CRBN CREM CRIP2 CUTALP CYLD CYTH1 DCTN6-DT DDX24 DGKA DHCR7-DT DNAJB1 DPP4 DUSP16 DYNLT3 EEF1A1 EEF1B2 EEF1D EEIG1 EIF1 EIF3E EIF3H EIF4A2 EIF4B ELF1 EML4 ENSG00000271858 EPHA1-AS1 EPHX2 ETS1 EVL FAM107B FAM177A1 FAM241B FAU FBLN5 FBLN7 FBXO32 FLT3LG FNBP1 FOXP1 FXYD5 FXYD7 FYB1 G3BP2 GALM GALT GATA3 GCC2 GCNT4 GIMAP1 GIMAP4 GIMAP7 GPR171 GPR82 GPSM3 GRAMD1A GSTK1 HAPLN3 HECW2-AS1 HELB HIPK1-AS1 ICAM3 ICOS IL16 IL23A IL27RA IL2RA IL4R IL7R INPP4B ISG20 ITK ITM2A ITPKB ITPKB-AS1 JUNB KLF2 KRT1 KRT73-AS1 LACTB2-AS1 LAT LBH LCK LDHB LDLRAP1 LEF1 LEPROTL1 LINC-PINT LINC00402 LINC00513 LINC00861 LINC01089 LINC01550 LINC02273 LINC02361 LINC02446 LINC02762 LINC03049 LINS1 LRRN3 LSR LTB LYPD3 MAL MALAT1 MAML2 MCUB MDS2 MGAT4A MHENCR MOAP1 MORC2-AS1 MPHOSPH8 MPZL3 MTERF4 MTFP1 N4BP2L2 NBEAL1 NCMAP-DT NDFIP1 NEFL NELL2 NIPAL3 NMRK1 NMT2 NOP53 NOSIP NSD3 NSG1 NSMCE3 OCIAD2 ODF2L ORMDL3 OXNAD1 P2RY10 P2RY8 PABPC1 PAG1 PARP11-AS1 PASK PATJ PBX4 PBXIP1 PCED1B PCSK1N PDE3B PHF1 PHLDB3 PIK3IP1 PIK3R1 PIM2 PLEKHB1 PLK3 PNRC1 PP7080 PPP1R2 PRKCA PRKCH-AS1 PRMT2 PTGER4 RAB33B-AS1 RASA3 RASGRP1 RBL2 RCAN3 REG4 RESF1 RGCC RGL4 RHBDD2 RHOH RIC3 RIPOR2 RNF125 RNF157 RORA RPL10 RPL10A RPL11 RPL12 RPL13 RPL13A RPL14 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL23A RPL24 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL36AL RPL37 RPL38 RPL39 RPL4 RPL41 RPL5 RPL6 RPL7 RPL9 RPLP2 RPS10 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS25 RPS26 RPS27 RPS27A RPS28 RPS29 RPS3 RPS3A RPS4X RPS5 RPS6 RPS7 RPS8 RPSA SARAF SATB1 SBDS SC5D SCML4 SEC14L2 SELENOK SEPTIN1 SEPTIN6 SEPTIN9 SERINC5 SF1 SFI1 SFMBT1 SFXN1 SH2D3A SH3YL1 SHISAL2A SIRPG SIT1 SLC25A45 SLC38A1 SLFN5 SMCHD1 SMDT1 SNHG32 SNHG8 SNRPD2 SNRPN SOCS1 SPOCK2 SRSF8 SSR2 ST3GAL1 STAT3 STK4 STMN3 SUPT3H SUSD3 SVIP TBC1D4 TC2N TCEA3 TCF7 TECR TESPA1 THEM4 THEMIS TLE5 TMC6 TMC8 TMEM123 TMEM204 TMEM63A TNFAIP3 TNFAIP8 TNFRSF25 TNFRSF4 TNIK TNRC6B TOB1 TOMM7 TPT1 TRABD2A TRAC TRADD TRAF1 TRAF3IP3 TRAT1 TRBC1 TRBC2 TSC22D3 TSHZ2 TSPYL2 TSTD1 TTC19 TTC39C TTC39C-AS1 TUT4 U2AF1L4 UBASH3A USP10 USP36 VAMP2 VSIG1 WNT7A YPEL5 ZBTB25 ZC3H12D ZC3HAV1 ZEB1 ZFP36L2 ZNF101 ZNF331 HAY_BONE_MARROW_NEUTROPHIL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAY_BONE_MARROW_NEUTROPHIL ABHD5 ABRACL ACER3 ACSL1 ACSL4 ACSS2 ACTB ACTR2 ADA2 ADAM15 ADAM9 ADAP1 AGFG1 AGO4 AGTPBP1 AGTRAP AHNAK AKIRIN2 ALDH3B1 ALDOA ALOX5 ANO6 ANPEP ANXA1 ANXA2 ANXA5 AP1S2 AP2S1 AP5B1 APBB3 APLP2 APOBR AQP9 ARHGAP26 ARHGEF40 ARL8A ASGR1 ASGR2 ATOX1 ATP11A ATP13A3 ATP2A2 ATP5F1D ATP5F1E ATP5MC2 ATP5ME ATP5MG ATP5MJ ATP6AP2 ATP6V0B ATP6V0D1 ATP6V0E1 ATP6V1A BASP1 BCL6 BNIP2 BRI3 BST1 C1orf162 C4orf48 CACNA2D4 CAPG CAPNS1 CARD16 CARS2 CASP1 CATSPER1 CCNL1 CCNY CCPG1 CD14 CD163 CD1D CD300LB CD302 CD33 CD44 CD55 CD93 CDA CDC42EP3 CEACAM4 CES1 CFP CHMP2A CHMP4B CHP1 CHSY1 CKAP4 CKLF CLEC12A CLEC4D CLEC4E CLEC5A CMIP CMTM2 CNPY3 CORO1C COX4I1 COX6B1 COX7B CPD CR1 CREB5 CREG1 CRISPLD2 CSF3R CSGALNACT2 CSTA CTSD CTSH CTSZ CXCL8 CYBA CYBB CYFIP1 CYP27A1 DAZAP2 DENND5A DENND6B DMXL2 DOCK2 DOK3 DPYD DUSP1 DYSF EAF1 EEIG2 EHBP1L1 EIF4E3 EIF4EBP2 ELOB EMB EMILIN2 ENSG00000233461 ENTPD1 EREG ETHE1 ETS2 EVI5 F5 FAM120A FAM200B FAR1 FBP1 FBXL5 FCN1 FES FGD4 FGL2 FLNA FNDC3B FOLR3 FOS FOSL2 FPR1 FPR2 FRY FXYD6 GAA GABARAP GAPDH GAS7 GASK1B GCA GLIPR1 GLIPR2 GLT1D1 GM2A GMFG GNAI2 GNAQ GNS GPAT3 GPR27 GPX1 GRN GSTP1 HACD4 HEBP2 HEXB HIPK3 HLX HNMT IFI27L2 IFNGR1 IGSF6 IL10RB IL17RA IL1RN INPPL1 IQGAP1 IRAK3 IRS2 ITGAM IVNS1ABP JDP2 JOSD2 JUND KCNE3 KCTD12 KIF13A KLF4 KLF6 KLF7 KYNU LAMP2 LAMTOR2 LAMTOR4 LCP1 LENG8 LILRA6 LILRB3 LIN7A LINC00482 LINC00937 LINC02723 LINC02728 LINC02785 LNCATV LOC105376805 LPGAT1 LRMDA LRP1 LRP3 LRRK2 LTA4H LTB4R LTBR LY86 LY96 LYST MANBA MBD2 MBOAT7 MCEMP1 MCL1 MCTP1 MED13L MEFV MEGF9 METTL22 METTL9 MFSD1 MGST1 MIDN MIR223HG MIR23AHG MMP17 MNDA MOB1A MOB3A MPEG1 MS4A6A MSN MSRB1 MT-CO1 MT-ND3 MTARC1 MTMR11 MXD1 MYADM MYH9 NAGA NAIP NCF1 NCF2 NCF4 NDUFA11 NDUFB1 NDUFB5 NDUFS7 NFAM1 NFIL3 NLRP12 NOD2 NORAD NPTN NRG1 NUP214 OAF OAZ1 OGFRL1 OSCAR OTUD1 OTULINL P2RY13 PADI2 PADI4 PDXK PELI2 PGAM1 PGD PGLS PHC2 PKM PLA2G7 PLAUR PLBD1 PLD1 PLD3 PLEC PLPPR2 PLXDC2 PLXND1 POLE4 POLR2L PRAM1 PRKACA PRKCB PRNP PROK2 PRR13 PRRG4 PSMB3 PSTPIP1 PTAFR PTCH2 PTEN PTGS2 PTPN12 PTPRE PYCARD PYGL QKI QPCT QSOX1 RAB11FIP1 RAB21 RAB27A RAB31 RAB3D RAB5IF RASGRP4 RASSF2 RASSF4 RBM47 RBP7 RGS2 RHOB RHOU RILPL2 RIN2 RNF130 RNF181 RP2 RRP12 RTN3 RXRA S100A10 S100A12 S100A4 S100A6 S100A8 S100A9 S100P SAMD4A SAMSN1 SCAND1 SCPEP1 SDCBP SELL SEMA4A SERF2 SERPINB1 SERPINB2 SFT2D1 SGMS2 SH3BGRL3 SIGLEC14 SIRPA SIRPB1 SKAP2 SLC11A1 SLC15A3 SLC16A3 SLC24A4 SLC2A3 SLC36A4 SMARCD3 SMCO4 SNX10 SNX27 SOAT1 SPG21 SPIDR SPTSSA SRD5A1 SRGN STAB1 STAC3 STEAP4 STK17B STMP1 STX10 STX11 STXBP2 SULF2 SULT1A1 TALDO1 TDRD9 TET2 TFEC TGFB1 TGOLN2 THBS1 TIMP2 TKT TLR2 TLR4 TLR8 TMBIM4 TMED5 TMEM107 TMEM167A TMEM170B TMEM176A TMEM176B TMEM205 TMSB10 TMTC2 TNFSF13B TNNT1 TOM1 TPP1 TREM1 TRIB1 TRIOBP TRIQK TSPO TYMP TYROBP UBE2D1 UBR4 UBXN11 UQCR11 VAPA VCAN VIM VNN1 VNN2 VNN3P VSTM1 WDFY3 WDR26 WLS ZDHHC20 ZFAND5 ZNF467 ZNF516 ZYX HAY_BONE_MARROW_NK_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAY_BONE_MARROW_NK_CELLS ABCB1 ABHD17A ACTN4 ACTR3 ADAM8 ADGRE5 ADGRG1 ADGRG5 ADRB2 AGK AK5 AKNA ANXA6 AOAH APMAP APOBEC3C APOBEC3G APOBEC3H APOL6 ARHGAP30 ARHGAP9 ARHGDIB ARL4C ARL6IP5 ARPC2 ARPC4 ARPC5L ASCL2 AUTS2 B2M B3GNT7 BIN2 BNC2 BOK BPGM BTN3A2 BZW1 C1orf21 C1orf56 CALM1 CAP1 CAPN12 CASP8 CBLB CCDC102A CCDC107 CCDC12 CCL3 CCL4 CCNJL CD160 CD244 CD247 CD300A CD320 CD53 CD7 CDC42SE1 CDK2AP2 CEMIP2 CEP78 CERCAM CERS4 CFL1 CFLAR CHST12 CHST2 CIB1 CIRBP CISD3 CLIC1 CLIC3 CMC1 COMMD5 COMMD7 CORO1A CPNE1 CST7 CTBP2 CTDSP1 CTSC CTSW CX3CR1 CXCR2 CYB561D2 CYB5B CYRIB DDIT4 DDX5 DDX6 DENND2D DGKZ DHRS1 DHRS3 DHRS7 DIP2A DMKN DOK2 DSTN DTHD1 DTX3 EBP EFHD2 EIF3G EOMES ERBB2 ERICH6-AS1 FASLG FBXO6 FCRL6 FEZ1 FGFBP2 FHL3 FSD1 FUT11 G6PD GCHFR GFOD1 GK5 GNG2 GNGT2 GNLY GNPTAB GPR65 GRIK4 GSAP GTF3C1 GZMA GZMB GZMM HAVCR2 HCST HDDC2 HENMT1 HEXA HLA-A HLA-C HLA-E HLA-F HMOX2 HOPX HSH2D ID2 IDI1 IER2 IFI16 IFITM1 IFITM2 IGF2R IL12RB1 IL18RAP IL2RB IL2RG IRF1 IRF1-AS1 ITGAL ITGB2 ITGB7 JAK1 KIR2DL1 KIR2DL3 KIR2DL4 KIR3DL1 KIR3DL2 KIR3DX1 KLHDC4 KLRB1 KLRC1 KLRC2 KLRD1 KLRF1 KRT86 LAIR2 LAMP1 LDB2 LGALS9B LGALS9C LIM2 LINC00869 LINC01138 LINC02084 LINC02384 LINC02481 LITAF LLGL2 LPCAT1 LRP10 MAFF MAPK1 MATK MBP MCTP2 MED10 MIB2 MIEN1 MIR142HG MIR181A2HG MLC1 MLLT6 MMP23B MMP25-AS1 MOB2 MRPL10 MVD MYBL1 MYL12A MYL12B MYO1F MYOM2 NAALADL1 NCALD NCAM1 NCR1 NCR3 NDUFB2 NDUFB7 NFATC2 NFATC3 NHERF1 NKG7 NMUR1 OPTN OSBPL5 OSTF1 PAFAH2 PAXX PCSK7 PDE6G PDGFD PDIA3 PDZD4 PFN1 PILRB PIP4K2A PITPNC1 PLAAT3 PLAAT4 PLEKHA1 PLEKHF1 PLEKHG3 POLR2G POLR2J3 POLR3GL PPP1R18 PPP2R2B PRDX5 PRF1 PRKACB PRKCH PRKX PRPF38B PRR5 PRR5L PRSS23 PSMB10 PSMB9 PSME1 PTGDR PTGER2 PTPN4 PTPRA PXN PYHIN1 PYROXD2 RAB29 RAB5C RAC2 RAMP1 RAP1GAP2 RASSF1 RASSF5 RBM38 RBM39 RGS9 RHOF RNF126 RNF165 RNF166 RNF167 RNF213 RPS19BP1 RPS6KA1 RSRP1 RUNX3 S1PR5 SAMD3 SASH3 SBK1 SCLT1 SCP2 SDF4 SELENOT SELENOW SEPTIN7 SH2D1B SH2D2A SHFL SHISA5 SIDT1-AS1 SIGIRR SIGLEC7 SIPA1 SIRT2 SKAP1 SLA2 SLC1A7 SLC44A2 SLFN13 SMKR1 SPON2 SPTSSB SSBP4 ST6GALNAC6 STARD3NL STAT4 STK10 STX8 SUN2 SYNE1 SYTL1 SYTL2 SYTL3 TADA3 TAP1 TAPBP TBC1D10C TBCB TBCC TBX21 TCF25 TES TFAP2E-AS1 TGFBR3 TINF2 TKTL1 TLE1 TMED2 TMIGD2 TNFRSF18 TOX TOX-DT TPST2 TRAPPC1 TRDC TRGC1 TRGV9 TSC22D4 TSEN54 TSPAN2 TSPAN32 TTC38 TXK UBE2F UBE2L6 UCP2 USB1 USP28 VIPR2 VPS37B WIPF1 XCL1 XCL2 YES1 YPEL1 YPEL3 ZAP70 ZBP1 ZBTB16 ZMAT4 ZNF276 ZNF600 HAY_BONE_MARROW_PLASMA_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAY_BONE_MARROW_PLASMA_CELL ABCB9 AMPD1 ANKRD28 ARSA ARX BHLHE41 BRSK1 CADM1 CADPS2 CCR10 CHPF CIBAR2 CLDN14 CLDN3 CRELD2 CST6 CTHRC1 DERL3 DNAAF1 DNAJB9 DPEP1 DTNB-AS1 ELL2 ERLEC1 FCRL5 FKBP11 FKBP2 FRGCA GMPPB GPRC5D HDLBP HERPUD1 HID1 HM13 HSP90B1 IGF1 IGHA1 IGHA2 IGHD IGHG1 IGHG2 IGHG3 IGHG4 IGHGP IGHM IGHV3-23 IGHV3-7 IGKC IGKV1-12 IGKV1-39 IGKV1-5 IGKV1D-8 IGKV3-15 IGKV3-20 IGKV3D-15 IGKV4-1 IGLC2 IGLC3 IGLL5 IGLV1-44 IGLV1-51 IGLV2-14 IGLV3-21 IGLV5-48 IGLV6-57 IL5RA ITGA8 JCHAIN JSRP1 KCNMA1 KCNN3 KDELR1 KDELR2 KDELR3 KRTCAP2 LINC00582 LINC01480 LINC02362 LINC03034 LINC03047 LMAN1 LMAN2 LMF1 LMTK3 LYPD6B MANEA MANF MEI1 MIXL1 MOXD1 MYDGF MYL2 MZB1 NXPE4 PAIP2B PARM1 PDIA4 PDIA6 PDK1-AS1 PERP PIK3CD-AS2 PLA2G2D PLAAT2 PRDX4 PRSS16 RABAC1 RASGRP3 SCNN1B SDC1 SDF2L1 SEC11C SELENOS SLAMF7 SPACA3 SPAG4 SPATS2 SPCS2 SPCS3 SSR3 SSR4 TGFBR3L TMED9 TNFRSF17 TUBB2B TXNDC11 TXNDC15 TXNDC5 UBE2J1 UGT2B17 WNT10A XBP1 HAY_BONE_MARROW_PLATELET https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAY_BONE_MARROW_PLATELET ABCC3 ABLIM3 ACRBP ADGRG7 AFAP1 AFAP1-AS1 AFAP1L2 AHCTF1 ALOX12 ANKDD1B AP1M2 AQP10 ARHGAP18 ARHGAP6 ARMC3 ASAP2 ATP9A AVPR1A BAMBI BCL2L1 BDNF BEND2 BEX3 BMP6 BPIFB3 C19orf33 C1orf116 C1orf87 C2orf88 CABP5 CALHM5 CAPN1 CAPN1-AS1 CAVIN2 CD151 CD226 CDKN2D CENPT CERS2 CFAP161 CHRNA2 CHST8 CLDN5 CLEC1B CLEC2L CLU CMTM5 CNN1 CNST COL25A1 CTDSPL CTSA CTTN CXCL5 CYB5R1 DAB2 DAPP1 DCLRE1A DEFB108B DENND2C DNAAF3 DNM3 EGF EHD3 ELOVL7 EMC3 ENDOD1 ENKUR ENSG00000245008 ENSG00000266401 ESAM F13A1 F2RL3 FAM187B FAM81B FAXDC2 FERMT3 FRMD3 FRMD4B FSTL4 GAS2L1 GCKR GET1 GMPR GNAZ GNG11 GP1BA GP6 GP9 GRAP2 GRHL1 GSTO1 H2AC6 H2AC8 H2BC11 H2BC21 H3C10 H4C14 HEXIM2 HGD HSD17B3 ICAM2 IGF2BP3 ILK INKA1 INKA2 INKA2-AS1 ITGB3 KIF2A KIFC3 LAMTOR1 LANCL3 LCN2 LEFTY1 LGALS12 LGALSL LIMS1 LINC00635 LINC00642 LINC00853 LINC00989 LINC01088 LINC01151 LINC01750 LINC02319 LINC02704 LINC02915 LIPH LURAP1L LY6G6F LY6G6F-LY6G6D LYL1 LYPLAL1 MAOB MAP3K7CL MARCHF2 MAX MEIS1 MEPCE MFAP3L MINDY1 MISP3 MLH3 MMD MOB3C MORC1 MPIG6B MTURN MYEOV MYL9 MYLK MYZAP NCOA4 NEXN NEXN-AS1 NFE2 NRGN NT5C3A ODC1 OST4 OXTR PARD3 PCP2 PCYT1B PDCD10 PDE11A-AS1 PDE3A PDE5A PDGFA PDGFA-DT PDLIM7 PDZK1IP1 PEAR1 PF4 PF4V1 PGRMC1 PIP4P2 PLAAT1 PLEKHO1 PNMA1 PPBP PRKCA-AS1 PROS1 PSTPIP2 PTCRA PTGIR PTGS1 PTPN18 PTPRN PVALB R3HDM4 RAB11A RAB27B RAB6B RAP1B RASGRP2 RD3L REEP1 RGS10 RGS18 RGS6 RHOBTB1 RNF11 RSPH9 RSU1 RTN2 RUFY1 SAMD14 SCGB1C1 SCGB1C2 SCN1B SEC14L5 SELP SENCR SEPTIN5 SH3BGRL2 SLC18A2-AS1 SLC18A3 SLC24A3 SLC35D3 SLC6A4 SLFN14 SMIM5 SMOX SNAP23 SPARC SPDYC SPNS1 SPOCD1 SRC STON2 SWI5 SYTL4 TAGLN2 TBXA2R TDRP THEM5 TLN1 TMBIM1 TMCC2 TMEM140 TMEM40 TMEM91 TNFSF4 TNNC2 TNNI3 TPM4 TPTEP1 TRAPPC3L TREML1 TRIM40 TRIM58 TSC22D1 TSPAN18 TSPAN9 TUBA4A TUBA8 TUBB1 UBAC2 UBL4A UPK1A-AS1 VCL VEPH1 VIL1 VIM-AS1 WBP2 WDR1 WDR11-DT WFDC10B XPNPEP1 ZCCHC17 ZNF438 HAY_BONE_MARROW_PRE_DENDRITIC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAY_BONE_MARROW_PRE_DENDRITIC AREG AXL CTSV SAMHD1 SPATS2L HAY_BONE_MARROW_PRO_B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAY_BONE_MARROW_PRO_B ACADM ACAT2 ACOT7 ACP1 ACTG1 AKR1B1 ALDH7A1 AMOTL1 ANP32A ANP32E APBB1IP APOLD1 ARHGAP33 ARL6IP1 ASF1B ASPM ATAD2 ATP2A3 ATP5F1C AURKB BAHCC1 BARD1 BIK BIRC5 BUB3 C12orf57 C1orf112 C21orf58 CAMK2D CARHSP1 CBX1 CBX5 CCDC167 CCND3 CCNE2 CCNF CCNI CCP110 CD24 CD47 CD72 CDC25C CDCA5 CDCA7 CDCA7L CDCA8 CDK5RAP2 CDKN2A CDKN2C CENPA CENPF CENPM CENPN CEP55 CEP70 CIP2A CKAP2L CKS1B CLSPN CMTM8 CRNDE CSRP2 CTCF CTNNBL1 CTPS1 DCK DCLRE1C DCTN3 DDAH2 DDX39A DEK DERA DLEU2 DRAXIN DYNLT2B E2F1 E2F2 E2F7 E2F8 EAF2 EIF4A3 EIF4G2 ENSG00000187951 EPB41L2 EWSR1 EZH2 FAIM FAM111A FAM111B FANCG FBXO43 FBXO5 FOXM1 FUS GALNT14 GCSAM GDI2 GGH GLO1 GTSE1 H1-5 H2AC12 H2AC14 H2AC16 H2AC17 H2AC20 H2AX H2AZ1 H2AZ2 H2BC15 H2BC18 H2BC7 H2BC9 H3-3A H3C2 H3C8 H4C3 HASPIN HAUS1 HAUS8 HELLS HERC5 HIRIP3 HJURP HMCES HMGB1 HMGB2 HMGB3 HMGN1 HMGN2 HMGN3 HNRNPA0 HNRNPA1 HNRNPA2B1 HNRNPA3 HNRNPDL HNRNPH1 HNRNPH3 HNRNPK HNRNPM HNRNPR HNRNPU HP1BP3 IFT22 IFT25 IGLC5 IGLL1 IKZF2 IMMP1L INCENP ITGAE ITGB3BP KHDRBS1 KHDRBS3 KIF11 KIF14 KIF15 KIFC1 KNL1 KPNA2 KPNB1 LAT2 LIG1 LMNB1 MACROH2A1 MAD2L1 MAD2L2 MAGOH MAPRE1 MARCKSL1 MDH1 MED30 MFGE8 MID1IP1 MIS18BP1 MKI67 MND1 MSI2 MXD3 MYL6B MYO3A MZT1 N4BP2 N4BP3 NCAPD2 NCAPH2 NDC80 NDUFA4 NONO NPPC NRM NSD2 NTAN1 NUCKS1 NUDT21 NUDT5 NUF2 NUSAP1 PAIP2 PAQR4 PARP1 PDLIM1 PHF19 PHGDH PIF1 PIM1 PIMREG PIN1 POU2AF1 PPIA PPP1CA PPP1CC PRPSAP1 PRR11 PSIP1 PSMB8 PSMC3IP PSRC1 PTMA PXMP2 QPRT RACGAP1 RAD21 RAD51 RAD51AP1 RALY RBBP7 RBBP8 RBM8A RBMX RDM1 RMI2 RNASEH2B RPL39L RPRML RTKN2 SAC3D1 SAE1 SERHL2 SET SF3B2 SFPQ SGO1 SGO2 SHCBP1 SIVA1 SKA2 SKA3 SKP2 SLC25A5 SLC7A3 SMARCA4 SMARCB1 SMARCE1 SMC1A SMC4 SPC25 SPTBN1 SRP14 SRP9 SRSF10 SRSF3 SRSF9 SSBP2 STMN1 STRBP SUMO2 SYVN1 TACC3 TCF19 TCF3 TERF1 TFDP2 TIAM1-AS1 TIFA TIMELESS TLCD3B TMEM106C TMEM263 TMPO TMPO-AS1 TMSB15A TOP2A TP53I13 TPX2 TRA2B TRAIP TTC7A TUBA1B TUBB TXNDC12 TYMS UBB UBE2C UBE2E3 UBE2I UBE2S UGP2 USP1 VDAC1 WDR62 WDR76 YWHAQ ZNF704 ZWINT HAY_BONE_MARROW_STROMAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAY_BONE_MARROW_STROMAL ABCA10 ABCA6 ABCA8 ABCA9 ABCC8 ABI3BP ACKR3 ACSM5 ACSS3 ADAMDEC1 ADAMTS1 ADAMTS2 ADAMTS9 ADAMTS9-AS2 ADAMTSL3 ADGRL2 ADH1B ADH1C ADIPOQ ADIRF ADM AGT AGTR1 AKR1C2 ALDH1A3 ALPL ALX4 AMOTL2 ANGPT1 ANGPT4 ANGPTL2 ANGPTL4 ANK2 ANTXR1 APLNR APOB APOD APOE AQP7 ARHGAP20 ARHGAP28 ARHGEF10 ARHGEF17 ARHGEF25 ARHGEF28 ARMCX2 ARSJ ASPA ASS1 ATF3 BBOX1 BCAR1 BGN BICC1 BMP2 BMP4 BMP5 BMPER BNC2-AS1 BOC BPIFA2 BPIFB1 BPIFB4 C11orf87 C11orf96 C14orf180 C1QTNF1 C1R C1S C1orf122 C5orf15 C7 CACHD1 CACNA2D1 CALD1 CAV1 CAV2 CAVIN1 CAVIN3 CBLN2 CCBE1 CCDC8 CCDC80 CCL13 CCL2 CCL8 CCN1 CCN2 CCN5 CCN6 CD276 CD63 CD81 CDC42EP1 CDC42EP4 CDC42EP5 CDH11 CDH15 CDH5 CDO1 CFAP90 CFD CFH CFI CH25H CHL1 CHRD CHRDL1 CHRDL2 CHRNA3 CHST3 CHSY3 CIDEA CLCA2 CLDN11 CLIC4 CLMP CNN3 CNTFR CNTN1 COL11A1 COL12A1 COL14A1 COL16A1 COL1A1 COL1A2 COL21A1 COL28A1 COL3A1 COL4A1 COL4A2 COL5A1 COL5A2 COL5A3 COL6A1 COL6A2 COL6A3 COL7A1 CORO6 COX7A1 CP CPA1 CPN2 CPXM2 CRABP1 CRH CRIM1 CRISPLD1 CRYAB CSF1 CSRNP3 CTSK CTSO CXCL12 CXCL14 CXCL2 CXCL3 CYBRD1 CYP11A1 CYP1B1 CYP2A7 CYP39A1 CYP4X1 DAAM2 DAPK2 DCLK1 DCN DDR2 DENND2A DENND2B DENND2B-AS1 DEPP1 DIO3OS DLC1 DLX5 DLX6 DMD DMRTA1 DNALI1 DOK5 DPT DPYSL3 DRD1 DYNC1I1 DZIP1 EBF3 ECM2 ECRG4 EDIL3 EDNRA EDNRB EFEMP1 EFEMP2 EFHD1 EFNA1 EFNB1 EFS EGFLAM EGFR EGR1 EMILIN1 EMP1 EMP2 EMX2 ENAH ENOX1 ENPEP ENPP2 ENSG00000227496 EPAS1 EPB41L4B EPHA3 EPHX1 EPS8 ERRFI1 ERRFI1-DT ESM1 EYA1 EYA4 FABP4 FAM114A1 FAM13C FAM20A FAP FARP1 FAT1 FAT3 FBLN1 FBN1 FBXL7 FBXO17 FERMT2 FGF1 FGF7 FGFR1 FGFR3 FHL1 FIBIN FILIP1 FKBP10 FKBP7 FKBP9 FLRT2 FLRT3 FMO2 FMO3 FMOD FN1 FNDC1 FNDC4 FOLR1 FOSB FOXC1 FOXC2 FOXD1 FOXO6-AS1 FRMD4A FRMD6 FRMD6-AS2 FRZB FST FSTL1 FZD1 FZD4 FZD5 FZD7 FZD8 GADD45A GADD45B GALNT17 GAREM1 GAS1 GAS6 GASK1A GEM GFRA1 GGT5 GHR GJA1 GLDN GLI2 GLI3 GLIS2 GLT8D2 GMDS GNG12 GPC4 GPM6B GPR153 GPR88 GPRC5A GPRC5B GPX3 GPX8 GSN GUCY1A2 GULP1 HAS2 HCRTR2 HEPH HES1 HMGCLL1 HOTAIR HOXC10 HOXC6 HOXC8 HOXC9 HOXD-AS2 HOXD11 HOXD3 HOXD4 HOXD8 HP HRCT1 HSD11B1 HSD11B2 HSPA12A HSPB2 HSPG2 HTRA1 ID3 ID4 IGDCC4 IGF2 IGFBP2 IGFBP3 IGFBP4 IGFBP5 IGFBP6 IGFBP7 IL1R1 IL1RAPL1 IL34 IL6 IL6ST IL7 INHBB INSIG2 IRS1 IRX2 IRX2-DT IRX3 IRX5 ISLR ITGA1 ITGAV ITGB5 ITGB6 ITGBL1 ITIH5 JAG1 JUN KCNE4 KCNH1 KCNIP3 KCNT2 KIAA1217 KIAA1755 KIF7 KIRREL1 KITLG KLF15 KRT222 KRT27 KRTAP13-4 LAMA4 LAMB2 LAMC1 LAPTM4A LARP6 LBP LDLR LEPR LEPROT LGALS3BP LGI4 LHFPL6 LIFR LIMA1 LIMCH1 LINC00640 LINC00922 LINC00967 LINC01117 LINC01139 LINC01140 LINC01348 LINC01426 LINC01436 LINC01638 LINC01686 LINC01836 LINC02104 LINC02381 LINC02609 LINC02881 LINGO1 LMCD1 LMNA LOX LOXL1 LPIN3 LPL LRATD1 LRFN5 LRIG3 LRRC10B LRRC4C LTBP2 LUM LY6K MAGI1 MALL MAP1LC3A MAPK10 MAPK4 MARCKS MARK1 MATN3 MCC MDFI MDK MEDAG MEGF10 MEIS2 MFSD2A MGP MID1 MIR497HG MLF1 MMP14 MMP19 MMP2 MMRN2 MOCS1 MRC2 MRGPRF MRGPRF-AS1 MROCKI MSC-AS1 MSI1 MSX1 MT1A MT1E MT1M MT2A MTARC2 MTSS2 MXRA5 MXRA8 MYH14 MYL3 MYO10 MYO1B MYO6 NALCN NAV2 NAV3 NBL1 NCAM2 NCKAP1 NCKAP5 NDN NECAB1 NECTIN2 NFASC NFATC4 NFIB NGFR NHERF2 NID1 NID2 NLGN1 NLGN4X NLGN4Y NMB NNMT NOTCH3 NPB NPNT NPY1R NR2F1 NR2F1-AS1 NR2F2 NR2F2-AS1 NRP1 NRP2 NRXN1 NRXN2 NRXN3 NTRK2 NUPR1 NXPH3 OLFM4 OLFML1 OLFML2A OLFML2B OLFML3 OSMR OSMR-DT OSR2 OTOGL P3H2 PABPC5 PALLD PALMD PANX1 PAPPA PARVA PCDH18 PCDHB10 PCDHB12 PCDHB14 PCDHB15 PCDHB16 PCDHB5 PCDHB6 PCDHB7 PCDHGA2 PCGF2 PCOLCE PCSK6 PDE1A PDE1C PDGFRA PDGFRB PDGFRL PDLIM4 PDZRN4 PFN2 PGF PGM5P3-AS1 PHLDA3 PITX2 PLA2G5 PLA2R1 PLAC9 PLEKHA4 PLEKHA5 PLEKHH2 PLEKHS1 PLIN1 PLIN4 PLN PLPP1 PLPP3 PLS3 PLSCR4 PMEPA1 PNLIPRP3 PODN PODNL1 POU6F2 PPARG PPFIA2 PPIC PPP1R3C PRELP PREX2 PRICKLE2 PRRX1 PRRX2 PRTG PTGDS PTGFR PTGIS PTH1R PTN PTPN13 PTPN21 PTPRG PTPRM PTX3 PXDC1 PYGO1 RAI14 RAMP2 RAPGEF4 RAPH1 RARRES1 RARRES2 RASD1 RASL11A RBFOX2 RBMS1 RBMS3 RBMS3-AS3 RBP1 RCN1 RCN3 RETREG1 RFTN2 RGL1 RGL3 RGS16 RGS22 RGS3 RHBDF1 RHOJ RND1 RND3 RNF180 ROR2 RORB RRAD RSPO1 RSPO3 RTN4RL1 RUNX1 RUNX1T1 S100A13 S100A16 S1PR3 SAMD11 SATB2 SATB2-AS1 SCARA3 SCUBE1 SDC3 SELENOM SELENOP SEMA3G SEMA6D SEPTIN4 SERPING1 SERPINH1 SERTAD1 SERTAD4 SERTAD4-AS1 SFRP1 SFRP5 SGCB SGCE SH3PXD2B SHC2 SIX1 SIX2 SIX6 SLC1A3 SLC22A3 SLC25A25 SLC2A10 SLC39A14 SLC6A1 SLC7A10 SLC7A2 SLCO1C1 SLIT2 SLIT3 SLPI SMAD9 SMARCA1 SMOC1 SMOC2 SNAI2 SNCAIP SNCG SNHG18 SNX7 SOCS3 SOCS3-DT SOD3 SORBS2 SOX9 SPARCL1 SPATA18 SPRY1 SPRY4 SRPX SRPX2 SSPN SSTR2 STEAP1 STEAP2 SULF1 SVEP1 SYDE1 SYNPO2 TACC2 TACR1 TAGLN TBX15 TBX18 TCF7L1 TDO2 TEAD1 TEAD2 TEAD3 TENM2 TENM3-AS1 TENM4 TF TFPI THBS2 THSD4 THSD7B THY1 TIMP3 TIMP4 TINAGL1 TJP1 TLL1 TM4SF1 TM6SF2 TMEM100 TMEM108 TMEM119 TMEM132C TMEM150C TMEM179 TMEM200B TMEM233 TMEM35A TMEM37 TMEM45A TMEM47 TMEM50A TMEM54 TMEM59 TMEM64 TMEM98 TNC TNFAIP6 TNFRSF11B TNFRSF12A TNFRSF19 TNFRSF1A TNKS1BP1 TNS2 TNS2-AS1 TNS3 TPBG TPST1 TRABD2B TRAM1L1 TRARG1 TRHDE TRIM47 TRIM55 TRIP10 TSKU TSPAN4 TSPAN8 TUSC3 TWIST1 TWIST2 UNC5B UNC5C VASN VCAM1 VEGFC VGLL3 VWA1 WASF3 WDR86 WFDC2 WNT4 WWTR1 YAP1 ZCCHC24 ZFHX4 ZFP36 ZIC1 ZNF423 ZNF488 ZNF503 ZNF676 HE_LIM_SUN_FETAL_LUNG_C0_ACTC_POS_SMC_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C0_ACTC_POS_SMC_CELL AACS AAK1 ABCC1 ABHD17C ABHD8 ACOT1 ACOT7 ACTC1 ACTG2 ADAM19 ADAMTS19 ADAMTS6 ADAMTS8 ADCY5 ADK ADO AFMID AHNAK2 AIF1L AKAP1 AKAP5 AKIP1 AKIRIN1 ALDH1B1 ALKAL1 ALKAL2 ANAPC15 ANGPTL2 ANKRD29 ANKS1A ANO1 ANO10 ANOS1 ANXA3 APOC1 APOO ARC ARMC9 ARRDC1-AS1 ARVCF ASAP2 ASB2 ATL1 ATL2 B3GALNT2 B9D1 BACE2 BCAR1 BCAS4 BCL11A BEX1 BEX2 BICD1 BMPR1B BNC2 BOK BTBD6 BTN2A1 BTN2A2 C12orf75 C17orf75 C1orf198 C3orf70 C6orf226 CACNA1C CACNA1H CADM4 CAMK1D CAMTA2 CAP2 CARMN CASP9 CASZ1 CAV2 CAVIN2 CBX6 CCDC88C CCDC92 CCNQ CD24 CD47 CDC34 CDC42EP3 CDH2 CDH3 CDIP1 CDK20 CDK5 CDK8 CDKL5 CDON CDYL CFAP68 CHCHD7 CHD1L CHKA CHRM3 CHST15 CISD1 CITED4 CLMP CMIP CNN1 CNOT11 CNOT6L CNTNAP3B COL23A1 COQ10A CORO1C CPD CPNE2 CPT1A CPXM2 CRABP2 CRIM1 CRISPLD2 CRMA CRTC3 CRYL1 CSRNP3 CSRP2 CTHRC1 CTPS1 CTU1 CTXN1 CUEDC1 CXADR CXXC4 CYP39A1 CYRIB CYTH1 DCAF15 DCLK1 DCX DDAH1 DDX20 DEAF1 DGKH DHCR7 DHRS3 DIXDC1 DMD DMKN DMWD DMXL2 DNAH14 DNM2 DOCK9 DPP10 DPP3 DRD2 DUSP14 DUSP22 DUSP3 DYRK2 ECE1 ECHDC2 EDN3 EEPD1 EFNA1 EFNB3 EHD4 ELAC2 EML1 ENPP1 ENTPD1 EPB41L1 ERRFI1 ESYT2 ETHE1 ETV6 EVA1A EXOSC6 FAM89B FAXC FBN2 FBN3 FBXL15 FBXL22 FBXL7 FBXO22 FBXO32 FENDRR FGF7 FGFR2 FHDC1 FHL2 FILIP1L FLNB FLNC FLRT3 FOXF2 FOXP2 FOXP4 FRAS1 FREM2 FRMD6-AS2 FRZB FSD1 FST FZD2 FZD3 GAB2 GALE GALNT2 GALNT9 GAREM2 GARNL3 GAS2 GBP2 GCAT GCNT2 GEMIN7 GFRA1 GIPC1 GLCCI1 GLIPR1 GNAZ GNB5 GNPTAB GPM6A GPR161 GRB14 GREM2 GRK6 GTF2IRD1 H2BC21 HACD1 HAGH HAND2 HEPH HHIP HHIP-AS1 HINT3 HMGA1 HMGA2 HMGCS1 HNRNPA1L3 HOMER2 HOXA4 HOXC4 HOXC5 HPSE2 HRAS HSD17B14 HSPB7 HSPG2 IGFBP2 IGSF3 IL17B IL33 ILRUN IMPA2 INKA2 INPP4A INSIG1 INSIG2 INTS13 IQCJ-SCHIP1 IQGAP2 IRAG1 ISG15 ISL2 ITGA5 ITGB1BP2 JAG1 JAZF1 JPH2 KCMF1 KCND3 KCNMA1 KCNMB1 KCNS3 KCTD10 KCTD5 KHK KIAA1217 KIAA1522 KIAA1958 KIF1B KIF21B KITLG KLC2 KLF7 KLHL23 KLHL36 KLHL4 KLHL42 KLHL5 KPNA2 KPNA3 KRT17 KRT18 KRT8 LAMA5 LASP1NB LDB2 LDB3 LIG3 LIMS2 LINC01770 LINC02269 LINC02381 LIX1 LMOD1 LRATD2 LRIG1 LRRC3B LRRC8A LRRN1 LRWD1 LSS MACIR MACROD2 MAGI1 MALL MAP1A MAPK14 MBNL1-AS1 MDFIC MDM1 ME2 MEIS2 MEIS3 METTL21A MICALL1 MID1IP1 MIEN1 MIER2 MIPEP MLLT1 MMP11 MOAP1 MPPED2 MRAS MRGPRF MRPS9 MSC-AS1 MSRB1 MSRB3 MTCL1 MTHFD2L MXRA7 MYEF2 MYH11 MYL7 MYOCD NAT14 NAV2 NCAM1 NCKIPSD NEDD4L NEGR1 NET1 NETO2 NEURL1B NFIL3 NIPAL4 NKD1 NKX6-1 NOG NOL4L NPAS4 NPC1 NPDC1 NR4A3 NRG1 NSG1 NT5DC3 NTF3 NTM NTN1 NUDT14 NXN OCIAD2 OLFML2B OSTM1 OTUD5 OXCT1 P2RY1 PACSIN2 PAWR PCCA PCP4L1 PCSK7 PDCL3 PDGFC PDLIM3 PDLIM4 PDLIM5 PDXP PEDS1 PFKFB3 PGF PGM5 PGM5-AS1 PGP PHF13 PHLDA3 PHLDB2 PICK1 PIFO PIK3C2B PIM1 PITX2 PLA2G2A PLCB3 PLEKHG4B PLP2 PLPP2 PLXNA2 PNCK PODXL2 POU2F1 PPM1E PPP1R12B PPP1R12C PPP1R1A PPP1R3F PPP2R2D PREB PRELID3B PRICKLE2 PRKAB2 PRKACB PRKAG2 PRKAR2B PRKCE PRUNE2 PSD PSEN2 PSME4 PTBP2 PTCH2 PTPRF PTS PURB PVALB RAB33A RAB3C RAB9B RABGAP1 RABGAP1L RAI14 RALGPS2 RAMP1 RASD2 RASGEF1B RASSF3 RBM38 RBPMS2 RCSD1 REC8 REEP1 REEP3 RFLNB RGMA RGMB RGS17 RGS7 RHOJ RHOQ RIMS1 RIOX1 RMC1 RNF150 RNF175 RNF207 RNF217 ROGDI RPE65 RPRD1B RPS6KA2 RPS6KA5 RSPO1 RSPO3 RYBP SAMD4A SARM1 SCAI SCD SEC11C SEMA4B SH3PXD2B SIAH2 SIGIRR SINHCAF SIPA1L1 SIPA1L2 SLA SLC25A25 SLC25A33 SLC25A4 SLC27A6 SLC2A1 SLC2A13 SLC2A4 SLC2A8 SLC38A1 SLC4A7 SLC8A1 SLMAP SMOC2 SMYD3 SNTA1 SNX27 SORBS1 SOWAHC SOX15 SPEG SPSB1 SRF SRSF8 ST6GAL2 ST6GALNAC5 STARD13 STK38L STK39 STRBP STRN3 SULF2 SUPT3H SVIL SVIP SYNC SYNGR2 SYNJ2 SYNM SYNPO2 SYTL2 TACC2 TAF10 TAGAP TBC1D7 TCEAL2 TENM1 TES TFAP2C TGFBR1 THNSL2 THRB TINAGL1 TK1 TLE4 TMEFF1 TMEM106C TMEM51 TMEM65 TMTC2 TNFAIP8L1 TNMD TNNI1 TOB1 TOM1L1 TOMM34 TOX TP53I11 TPBG TRAF3IP2 TRAF5 TRAPPC2 TSPAN18 TSPAN2 TST TSTD1 TUBB2B TWIST1 UBALD1 UBE2H UBE2M USP12 VASP VEGFC VPS13A VWA1 WASF1 WDR77 WFDC1 WFS1 WIF1 XIST ZEB1 ZFHX4 ZFR2 ZNF154 ZNF48 ZNF516 ZNF649 ZNF703 HE_LIM_SUN_FETAL_LUNG_C0_ADVENTITIAL_FIBROBLAST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C0_ADVENTITIAL_FIBROBLAST ADAM33 ADAMTSL3 ADAMTSL4 ANGPTL1 ANGPTL6 ANXA1 ASPN BST1 C1QTNF2 C1QTNF3 C1R CD34 CFH CHRDL1 CLEC3B COL12A1 CPZ CRABP2 CTSK DLK1 DNER DPYSL3 EMP1 ENTPD2 EPHB2 FIBIN FJX1 FLRT2 FMO1 FZD4 GFRA1 GXYLT2 HTRA3 IGFBP6 ITM2A KDELR3 LINC01133 LOX MFAP5 MIR503HG MXRA5 NAV3 NPDC1 NRK NTRK3 OMD PAMR1 PDGFRL PDIA5 PDLIM3 PI15 PID1 PRELP PROS1 PRRX1 PTGIS RASSF2 RCN3 RGS10 SCARA5 SCG5 SERPINF1 SH3BP5 SPON2 SSC5D TENT5A THBS2 THBS3 TNXB TRIO WNT2B HE_LIM_SUN_FETAL_LUNG_C0_AIRWAY_FIBROBLAST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C0_AIRWAY_FIBROBLAST AGTR2 ALDH1A1 ASPN CAVIN2 CFH COL4A6 CRYM CXCL14 DPT EFNB2 FGF7 GALNT17 GPX3 HSD11B2 LY6H MECOM NKD2 NPNT NTF3 NTRK2 PLP2 ROR1-AS1 S100A4 SERPINF1 TENT5A TNC TSPAN13 HE_LIM_SUN_FETAL_LUNG_C0_ALVEOLAR_FIBROBLAST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C0_ALVEOLAR_FIBROBLAST AFDN ANKS1B CFD FMO2 GABRD LYPD6B NALF1 OLFML2A PHEX SLC7A8 VEGFD HE_LIM_SUN_FETAL_LUNG_C0_ASPN_POS_CHONDROCYTE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C0_ASPN_POS_CHONDROCYTE ACAN AIF1 ANOS1 AR ARPC1B ASPN AUTS2 BOC CAPG CAPN6 CDC42EP3 CFH CHL1 CILP2 CNMD COL11A1 COL12A1 COL15A1 COL25A1 COL2A1 COL8A1 COL8A2 COL9A1 COL9A2 COL9A3 CPM CRISPLD1 CTHRC1 CTSK CYP1B1 DLK1 DPT EFEMP1 EGLN2 EMILIN3 ERG EYA2 EYA4 F2RL2 FBN2 FGFR2 FIBIN FLI1 FNDC1 FOXC1 FRZB FST GFPT2 GPR180 HAPLN1 HAPLN3 HMGCLL1 INHBA IQGAP2 ITM2A JAM2 KCNE5 KCTD1 KDELR3 LDB2 LMO7 LRRN1 MATN4 MECOM MIA MME MPPED2 MPZL2 MXRA5 NPDC1 NPPC NRK NTRK2 OMD PCK2 PDGFC PDGFD PDGFRL PDPN PEG3 PI15 PLP2 PROM1 PRRX1 RARG RBP4 RFLNA RHOD RTKN S100A4 S100B SCGB3A2 SERPINF1 SERTAD4 SERTAD4-AS1 SIX1 SMOC1 SOX6 SOX9 SPINT2 SPOCK3 STEAP1 STEAP2 TENM3 THBS2 THBS3 THSD4 TM4SF1 TMEM100 TSPAN13 TTYH1 TWIST1 TWIST2 UCMA WWP2 YPEL2 ZEB1 HE_LIM_SUN_FETAL_LUNG_C0_EARLY_FIBROBLAST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C0_EARLY_FIBROBLAST AIF1 AURKB BAZ1A BCL11A BID BIRC5 CCNA2 CCNB1 CCNB2 CDC20 CDCA5 CDCA7 CDK1 CDT1 CENPF CENPK CENPM CENPN CENPU CHAF1A CKS2 CLSPN CRABP2 CTPS1 FBXO5 FZD2 GINS2 GPC2 GPSM3 H1-1 H1-2 H1-3 H2AC14 H2AC25 H2BC9 HMGA1 HMGA2 HNRNPA1L2 HNRNPA1L3 HSPH1 IGF2BP1 KIF20A KPNA2 KRT18 KRT8 LIMD2 LMNB1 MAD2L1 MCM4 MCM7 MKI67 MND1 MSMO1 NNAT NSG1 NUSAP1 ORC6 PIMREG PSAT1 PTTG1 RASL11B RMI2 SCD SDC1 SERINC2 SFRP1 SINHCAF SNCG SPC25 TENM3 TMEFF1 TOP2A TYMS UBE2C UBE2T UCK2 UHRF1 UQCRHL XIST ZNF93 ZWINT HE_LIM_SUN_FETAL_LUNG_C0_EARLY_MESOTHELIAL_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C0_EARLY_MESOTHELIAL_CELL AAGAB AATF ABCC1 ABHD5 ABHD8 ABRACL ACTC1 ADAM15 ADAM33 ADAMTS5 ADAMTS9 ADARB1 ADH1C ADO AEBP2 AFDN AFDN-DT AGAP1 AGPAT2 AGRN AIF1L AJUBA ALCAM ALDH1A2 ALPL AMHR2 AMOTL2 ANK3 ANKRD13B ANKRD29 AP1G2 APLP1 ARHGAP22 ARHGAP29 ARL4A ARL4C ARL8A ARRDC1 ASH2L ASPG ASPHD1 ASS1 ASXL3 ATF7IP2 B3GALT6 B9D1 BAIAP2 BCAR3 BDNF BEX1 BEX2 BICD1 BICDL1 BID BMP3 BNC1 BNC2 BNIP1 C10orf82 C15orf39 C15orf61 C16orf87 C1GALT1 CA11 CA2 CACNB3 CADM2 CADM4 CADPS2 CAMK1D CAP2 CAVIN2 CBR4 CBX8 CCDC112 CCDC122 CCDC186 CCDC74A CCDC74B CCDC85C CCND3 CD24 CD320 CD47 CD74 CDC34 CDC42EP3 CDH2 CDH3 CDK20 CDK2AP2 CDK5 CDON CDV3 CERS4 CFAP68 CFC1 CFC1B CFI CHST3 CHST9 CISD1 CLDN15 CLUL1 CMYA5 CNTN4 COBLL1 COL11A1 COL18A1 COL26A1 COL2A1 COL4A6 COL9A3 COLGALT2 CPLX1 CPNE2 CPZ CRABP2 CRACR2B CRB2 CRLS1 CSDC2 CSRP2 CTSH CTXN1 CXADR CXXC5 CYFIP2 CYP26B1 CYRIB DAG1 DBP DDR1 DEDD2 DERL3 DHCR24 DHCR7 DHRS3 DICER1 DIPK1A DIRAS3 DISP1 DLG2 DMKN DNAH14 DNAJC22 DOCK11 DOK6 DPP3 DPP4 DSG2 DSP DUSP23 ECHDC2 ECHDC3 EDEM2 EDN3 EFEMP1 EFHD2 EFNA1 EFNA4 EFNB2 EFNB3 EHD4 EMC9 EPHA2 EPHA3 EPHA7 EPHB2 EPS8L1 EPS8L2 ERBB4 FAAH FAM110C FAM171A2 FAM174B FAM221A FAM241B FBN3 FBXL2 FBXL7 FCHO1 FDXR FENDRR FGF9 FKBP11 FKBP1B FLNB FLNC FLRT3 FOXP4 FRAS1 FREM2 FSTL3 FUCA1 FXYD7 FZD2 FZD3 FZD4 FZD6 GABARAPL1 GABRA2 GADL1 GAL3ST3 GALE GALNT9 GAS6 GASK1A GATA4 GATA6-AS1 GCA GDE1 GET4 GIT1 GJA1 GKAP1 GLIS2 GLS GNB5 GNPTAB GOLGA8B GPM6A GPRC5A GPRC5C GPRC5D-AS1 GPT2 GRB7 GSDME GTF2IRD1 GXYLT1 GYG2 H2AC25 HACD1 HAGH HAS1 HHIP HHIP-AS1 HIC2 HMCES HMGA1 HMGA2 HNRNPA1L3 HOOK1 HOXA4 HOXC4 HOXC5 HPGD HRH2 HSBP1L1 HSPA12A HVCN1 IER5L IGFBP2 IGLON5 IGSF9 IL6R IMMP2L IQCA1 ITGA3 ITLN1 ITM2A JOSD1 JUP KCMF1 KCNIP1 KCNN1 KDM6A KHDRBS2 KIAA1217 KIAA1522 KLF5 KLK5 KPNA2 KREMEN2 KRT18 KRT19 KRT8 LAMA3 LAMA5 LEPROTL1 LGALS2 LGALS8 LIN7A LIN7B LINC00665 LINC00842 LINC01003 LINC01023 LINC02381 LINC02482 LMNB1 LRATD2 LRP2 LRP8 LRRC61 LRRN1 LRRN4 LRRTM1 LSR LTC4S LY6H MACROD2 MAG MAGI1 MAGI2 MAMSTR MAP3K1 MAPRE3 MCRIP2 MEIS2 METTL21A MID1 MIEN1 MIR99AHG MLLT1 MMP11 MN1 MPPED2 MPV17L2 MTHFD2L MYCN MYEF2 MYL7 MYRF NAA40 NAT14 NCCRP1 NCKIPSD NDST3 NEDD4L NELL2 NEO1 NET1 NFE2L3 NHSL1 NINJ1 NLN NMU NOL4L NPDC1 NPNT NPW NRBP2 NRXN3 NSG1 NSUN7 NUDT10 NUDT11 NUDT14 NXN NXPH2 OCIAD2 OLFM2 OLFML2B ORC6 P3H2 PACC1 PAK4 PALS1 PAPLN PAPPA PARD6B PARM1 PATJ PAWR PCAT6 PCLO PCYOX1L PDGFC PDGFRL PDHX PDLIM4 PDPN PDXK PEG3 PERP PHF13 PHYHIPL PICK1 PIM3 PITPNC1 PKP2 PLA2G15 PLCB1 PLCE1 PLCL1 PLCXD1 PLEKHA1 PLEKHA8 PLEKHN1 PLLP PLP2 PLPPR3 PLXNB1 PNMA8A PNPLA4 PODXL PODXL2 POMGNT2 PPP1R16A PPP3CA PRKAA2 PRKAR1B PRKCI PRKCZ PSMG4 PTGS1 PTPN18 PTPRF PTPRU PYGM RAB11FIP1 RAB33A RAB38 RAB3C RAB6B RALGPS2 RAMP1 RASSF7 RCHY1 RDH10 REC8 REEP1 RFK RGS10 RGS5 RHOD RHOU RHPN2 RICTOR RIMS1 RNASE1 RND1 RNF141 RNF207 RNF8 RPRM RSPO1 RSPO3 RTN4R SBSPON SCG5 SEC11C SEMA3B SERGEF SERPINB9 SERTAD2 SETD9 SEZ6L2 SH3BP4 SH3BP5 SH3GLB2 SH3RF1 SHTN1 SIGIRR SINHCAF SIPA1L2 SIRPA SLC13A3 SLC16A3 SLC19A1 SLC22A5 SLC25A29 SLC25A33 SLC25A4 SLC2A1 SLC2A11 SLC35G1 SLC38A1 SLC39A10 SLC48A1 SLC4A2 SLC7A7 SLITRK4 SMAD6 SMIM1 SMOC2 SMPDL3B SMTNL2 SNCAIP SORBS2 SOS2 SOX6 SPECC1 SPINT2 SPOCK2 SPR SPRR2F ST6GAL1 ST6GAL2 ST6GALNAC3 STIM2 STK26 STK33 STRADB STRBP STX11 SULF1 SULF2 SVIL SVIP SYNGR2 SYNPR SYTL1 TAF10 TBC1D22A TCEAL2 TCEAL5 TDRP TEAD4 TECRL TEKT3 TES TGFB2 THNSL2 TIPARP TK1 TLCD4 TM4SF1 TM7SF2 TMEM106C TMEM132A TMEM151A TMEM178A TMEM235 TMEM37 TMEM88 TMUB1 TMX4 TNFAIP8L3 TNFRSF12A TNNI1 TNNI3 TNNT1 TNNT2 TOLLIP TOM1L1 TOMM34 TOX TP53RK TPBG TPD52L1 TRAF3IP2 TRAF4 TRAPPC6A TRNP1 TSEN15 TSPAN13 TSPAN2 TSPAN7 TST TSTD1 TUBB2B TUBB4A UBE2H UBTD1 UCHL1 UNC5B-AS1 UPK3B UQCRHL USP25 VAMP8 VPS13A VPS37C WASF1 WFDC2 WIPF3 WNT2B WT1 WWC2 XIST YARS1 YDJC ZDHHC12 ZFPM2 ZFR2 ZMIZ1 ZNF174 ZNF219 ZNF354A ZNF467 ZNF579 ZNF738 ZNF846 HE_LIM_SUN_FETAL_LUNG_C0_INTERM_CHONDROCYTE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C0_INTERM_CHONDROCYTE ACAN AIF1L AMOT BEX1 BOC CAPN6 CDC42EP3 CHST11 CNMD COL11A1 COL11A2 COL15A1 COL2A1 COL9A1 COL9A2 COL9A3 CRISPLD1 CRYL1 CTHRC1 CYP26B1 DAAM2 DEPTOR DHRS3 DLK1 DOK5 EPYC EYA4 FGFR2 FGFRL1 FIBIN FOXP2 FRZB HAPLN1 HHIP LINC00511 MAG MATN4 MECOM MPPED2 NEDD9 NOTUM PDGFC PEG3 PLEKHG1 PRELP PRRX1 PSAT1 PYGL RARG RFLNA RGCC S100B SCARB1 SEMA6A SLC2A1 SNAI1 SOX5 SOX6 SOX9 SUSD5 TENM3 THSD4 TTYH1 TYRP1 VSNL1 WFDC2 WWP2 YPEL2 HE_LIM_SUN_FETAL_LUNG_C0_INTERM_FIBROBLAST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C0_INTERM_FIBROBLAST ALDH1A1 ANXA1 CA3 CFD CNTN1 CNTNAP2 FMO1 GGT5 PAMR1 HE_LIM_SUN_FETAL_LUNG_C0_LATE_AIRWAY_SMC_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C0_LATE_AIRWAY_SMC_CELL ACTG2 ADAMTS5 ADAMTS8 ADAMTSL2 AKAP1 ARHGAP42 ARL4A ASB2 ATF3 BRINP3 C16orf89 CACNB2 CAP2 CCDC3 CD9 CDKN1A CHRDL1 CNN1 COL4A5 COL4A6 CRIP1 CRISPLD2 CSRNP1 CSRP2 CXADR DES DTNA DUSP2 ENTPD1 ENTPD1-AS1 EPCAM FBXL22 FBXO32 FENDRR FGF18 FHL2 FILIP1L FLRT2 FNDC1 FOSL2 GADD45G GALNT18 GBP2 GEM GLIPR1 GREM2 HHIP HHIP-AS1 HPSE2 HSPB7 IGF1 IL13RA1 IL21R IL4R IRAG1 ITGA9 KCNMB1 KIAA0408 KLF2 KLHL23 LDLRAD4 LEFTY2 LGR6 LMCD1 LMOD1 LRIG1 LTBP2 LUZP2 MAFF MAOB MRGPRF MT1X MTSS1 MYH11 MYOCD NET1 NR4A1 NR4A2 NR4A3 NTN1 PCSK7 PDGFC PDLIM3 PLP1 PPP1R12B RAMP1 RASL11A RBM38 RRAD SBSPON SCUBE1 SEMA3C SEMA3E SGCA SIK1 SLC16A3 SLC25A4 SLMAP SPEG SSC5D SVIL SYNGR2 SYNPO2 TACC2 TGFBR3 THBS2 THSD4 TINAGL1 TOB1 TSPAN18 TSPAN2 TSPAN7 WFDC1 WNT5A ZNF536 HE_LIM_SUN_FETAL_LUNG_C0_LATE_MESOTHELIAL_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C0_LATE_MESOTHELIAL_CELL A1BG A4GALT ABHD12B ABHD17A ABHD5 ACTC1 ADAM15 ADAM33 ADAMTS3 ADAMTS5 ADAMTSL4 ADARB1 ADGRD1 ADIRF AGA AGAP3 AGRN AHNAK2 AJM1 ALCAM ALDH1A2 ALDH3B1 ALOX15 AMHR2 AMOTL2 ANG ANKH ANKRD13B ANKRD29 ANOS1 ANXA1 ANXA3 ANXA8 ANXA8L1 ANXA9 AOX1 AP1G2 APLP1 APOL1 APOL2 APOL4 AQP1 AQP3 ARHGAP18 ARHGAP22 ARHGAP23 ARHGAP29 ARHGEF5 ARL4A ARL8A ARPC1B ARRDC1 ARRDC4 ASPHD1 ASS1 ATF7IP2 ATL1 ATP7A AVPI1 AXL B9D1 BAIAP2 BCAR3 BCAT2 BCL3 BCO2 BCR BDKRB1 BDNF BEX2 BHLHE40 BICDL1 BMP3 BNC1 BNC2 BOK BST1 BTC C17orf97 C19orf33 C1GALT1 C1QTNF1 C1R C1RL C1orf53 C21orf62 C3 C4A C4B CA11 CA2 CA9 CADPS2 CALHM6 CALML4 CAMK1D CAPG CARD16 CARNS1 CASP4 CAV2 CAVIN2 CCDC153 CCDC186 CCDC51 CCDC74A CCDC74B CCDC85C CCN4 CCND3 CCNDBP1 CCPG1 CD320 CD47 CD55 CD74 CD9 CDC42EP3 CDCP1 CDH3 CDK2AP2 CDKN1A CDON CFAP68 CFB CFC1 CFC1B CFH CFI CGN CGNL1 CHRDL1 CIC CLCF1 CLDN1 CLDN15 CLEC16A CLIC3 CLIC5 CLIP4 CLSTN3 CMYA5 CNTNAP3B COBL COBLL1 COL11A1 COL18A1 COL2A1 COL4A6 COL8A2 COL9A3 COMTD1 CPLX1 CPNE2 CRACR2B CRELD1 CRIM1 CRIP1 CRLS1 CSDC2 CSF1 CSRNP1 CST6 CTNNA3 CTSD CTSE CTSH CTXN1 CXADR CXCL16 CYBC1 CYP27A1 CYP4B1 CYP4X1 CYSTM1 DAG1 DBNDD2 DBP DDR1 DECR2 DHCR24 DHCR7 DHRS12 DHRS3 DLG5 DMKN DNAJC25 DOCK11 DOK7 DPP4 DPP7 DPYD DSC2 DSC3 DSG2 DUSP23 DVL1 ECHDC2 EEIG1 EFEMP1 EFNA1 EFNB2 EFNB3 EIF1AY EMILIN2 EML3 EMP1 ENTPD2 EPB42 EPHB6 EPS8 EPS8L1 EPS8L2 ERAP1 ERRFI1 ETHE1 EVA1C FAAH FABP3 FAM107B FAM110C FAM174C FAM221A FAM3B FBXL2 FBXO2 FCMR FENDRR FGF18 FGF9 FGFRL1 FKBP11 FLNB FLRT2 FLRT3 FMO1 FN3K FNDC1 FOSL2 FRAS1 FRY FSTL3 FUCA1 FXYD5 FYB2 FZD6 GABARAPL1 GADL1 GALE GALNT18 GALNT9 GAS1 GAS6 GATA4 GATA6-AS1 GBP3 GCA GCHFR GEM GFPT2 GIT1 GJA1 GKAP1 GLIS2 GLP2R GLS GOLGA8B GOLM2 GPM6A GPNMB GPRC5A GRB7 GSDMD GSDME GSG1L HAGH HAGHL HAS1 HDAC7 HEG1 HHIP HHIP-AS1 HLA-DQB1 HLA-DRB1 HPGD HRCT1 HSBP1L1 HSPA12A HSPB8 HSPG2 HTRA1 ICAM1 IDS IER5 IFI27 IFI35 IFITM1 IGFBP2 IGFBP6 IGHG4 IGSF9 IL10RB IL13RA1 IL16 IL17RE IL18 IL6 IL6R INMT IQCA1 IRF7 ITGA3 ITGA6 ITGB8 ITLN1 ITM2A ITPK1 ITPR2 ITPR3 JOSD1 KANK1 KCNT2 KDELR3 KIAA1522 KIF1C KIF21A KLF2 KLF5 KLF9 KLK1 KLK10 KLK11 KRT18 KRT19 KRT5 KRT7 KRT8 KRTCAP3 LAMA3 LAMA5 LAMC2 LEPROTL1 LGALS2 LGALS8 LHPP LIF LIME1 LIMS2 LINC00842 LINC01018 LINC01133 LINC01638 LINC02381 LMO7 LPAR5 LRATD2 LRP11 LRRN1 LRRN4 LRRTM1 LSR LTC4S LY6G6C LY6H MAFF MAG MAL2 MAMSTR MANSC1 MAP3K11 MAP3K3 MAP3K8 MAPKAP1 MBP MCRIP2 MCUB MDGA1 MEDAG MEGF6 MET METTL21A METTL25 MGAT4B MGLL MIB2 MIEN1 MIF4GD MISP MKNK2 MLPH MMEL1 MMP28 MN1 MRGPRF MSLN MST1 MT1E MT1M MT1X MTHFR MTHFS MTUS1 MUS81 MVP MX1 MYEF2 MYO1D MYO1E MYO5B MYRF NAAA NACC2 NADSYN1 NAV2 NCAM2 NCOA7 NCOR2 NDRG1 NDST3 NEDD4L NELL2 NET1 NFATC2 NHERF4 NHSL1 NINJ1 NIPAL3 NMI NMU NPAS2 NPDC1 NPNT NPR1 NQO1 NR4A1 NRBP2 NRG4 NSG1 NTNG1 NUDT14 NXPH2 OBSL1 OCIAD2 OPTN OSCP1 OSTM1 P4HA2 P4HTM PAK4 PALM PALS2 PARD3B PARD6B PARP9 PAWR PBX3 PBXIP1 PCK1 PCLO PCOLCE2 PDE1A PDGFA PDGFC PDGFRL PDLIM4 PDLIM5 PDPN PDXK PDZD2 PDZK1IP1 PDZRN4 PEG3 PERP PGF PHLPP2 PHYHIP PIEZO1 PIM3 PITPNC1 PKHD1L1 PKP2 PLA2G2A PLAAT3 PLAAT4 PLAUR PLCB1 PLCD3 PLEC PLEKHA1 PLEKHA4 PLEKHF1 PLEKHG3 PLLP PLP2 PLXNB1 PNOC PNPLA2 PODN PODXL POMGNT2 PPL PPP1R13L PPP1R16A PRELP PRG4 PRKCZ PROCR PROS1 PRR15 PRR15L PSMB8 PSMB9 PTAFR PTDSS2 PTGIS PTGS1 PTPN14 PTPRE PTPRF PTPRQ PUSL1 PYCARD PYGL RAB11FIP1 RAB29 RAB33A RAB7B RABGGTA RAET1E RALGDS RAPGEF3 RASSF7 RASSF8 RBM47 RBP7 RDH10 REC8 REEP1 RERG RETREG1 RFK RGP1 RGS10 RHOD RHPN2 RIC3 RILPL2 RNASE1 RNASE4 RNLS ROM1 RPRD1B RPRM RRAS RSPO1 RSPO3 SBSPON SCARB1 SCEL SCG5 SDC4 SEC11C SEMA3B SEMA3C SEMA6A SEPTIN1 SERPINB1 SERPINB9 SERTAD4-AS1 SEZ6L2 SFRP5 SH2D4A SH3BP4 SH3BP5 SH3GLB2 SHROOM3 SHTN1 SIRPA SIRT5 SLC16A1 SLC16A3 SLC22A18 SLC25A23 SLC25A29 SLC25A4 SLC26A2 SLC34A2 SLC38A1 SLC39A8 SLC48A1 SLC7A4 SLC7A7 SLCO3A1 SLPI SMIM1 SMIM11 SMOC2 SMPD3 SMPDL3B SMTNL2 SORBS2 SOX15 SOX6 SP100 SPACA9 SPECC1 SPINT1 SPINT2 SPOCK1 SPOCK2 SPRR2F SPTLC2 SRSF8 SSH3 ST3GAL5 ST6GAL1 STAP2 STK24 STK26 STRADB STX11 SULF1 SVIP SYCE1L SYNGR2 TAP1 TAPBP TBC1D10A TBC1D22A TBC1D2B TBX18 TCAIM TCEA3 TCEAL2 TFPI2 TGFB3 TGFBR2 TGM1 THSD4 TLL1 TM4SF1 TM7SF2 TMCO3 TMEM106C TMEM132A TMEM151A TMEM176A TMEM176B TMEM191B TMEM37 TMEM88 TMEM8B TMEM9B TMTC2 TNFAIP3 TNFAIP8L3 TNFSF13 TNNT1 TNNT2 TNXB TOB1 TOM1L1 TOR1AIP2 TPBG TPD52 TPRN TRADD TRAF5 TRIB1 TRNP1 TSPAN18 TSPAN7 TST TSTD1 TTLL5 TVP23A UAP1 UBE2D4 UBE2Q1 UBXN6 UCHL1 UNC5B-AS1 UPK1B UPK3B USP25 VAMP8 VEGFB VIPR2 VPS13A VSIR VWA5A WDTC1 WFDC2 WNT2B WT1 WWC1 WWC2 YDJC ZBTB7C ZC3HAV1 ZDHHC12 ZDHHC24 ZNF467 ZNF579 HE_LIM_SUN_FETAL_LUNG_C0_MESENCHYMAL_1_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C0_MESENCHYMAL_1_CELL ACTG2 ACTR1B ADAMTS19 ADAMTS8 ADCY5 ADRB3 AHDC1 AIF1 AKIRIN1 AKR1C1 AKR1C2 ALDH1A3 ANK3 ANKRD29 ANKS1A ANO1 ANXA3 ASAP2 ASPN B3GALNT2 BCAN BCL11A BCO2 BEX1 BEX2 BICD1 BMP7 BNC2 BST2 C12orf75 C3orf70 CA11 CACNB3 CADM4 CARMN CASC15 CCNQ CD24 CD47 CD74 CDC34 CDH3 CDH8 CDYL CFAP68 CGNL1 CHRM3 CLSTN3 CLUL1 CNN1 CNTN4 CNTNAP3B COL23A1 COL26A1 COLEC11 CRABP2 CSRP2 CTH CTHRC1 CTXN1 CUEDC1 CXXC4 CYTH1 DCX DEAF1 DEDD2 DHRS3 DIPK1B DKKL1 DLG2 DMKN DNAAF5 DNAH14 DNAJC12 DOCK9 DOK4 DPP10 DPY19L2 DUSP14 DUSP5 ECHDC2 ECHDC3 EDN3 EFEMP1 EFNA1 EFNB2 ELOVL6 ENC1 EPHA3 EPHA4 EPHB3 ETV6 EYA2 FAM118B FBN2 FBXO22 FCHSD2 FGF7 FHL2 FIBIN FLNB FLNC FLRT3 FMNL2 FOXP2 FOXP4 FRAS1 FRMD6-AS2 FRZB FUCA1 GABRA2 GALNT9 GAP43 GAS2 GFPT2 GFRA1 GLIPR1 GLP2R GPC4 GPR37 GPSM3 H2BC12 HAND2 HHIP HHIP-AS1 HMGA2 HOXA4 HPSE2 HSD17B14 HSPA12A HUNK IER5 IGF1 IGFBP2 IGSF3 IL1RAPL1 INTS6L IQCA1 IQGAP2 IRAG1 IRF1 ITGA5 ITM2A JAZF1 JPH4 JUP KCNIP1 KCNS3 KIF26B KIT KRT18 KRT19 KRT8 LASP1NB LDB2 LEF1 LIMS2 LINC00665 LINC02381 LMOD1 LRIG3 LRRC3B LRRC8D LY6H MADCAM1 MAPK10 MBP MCC MDFIC MEIS2 MID1IP1 MSC MSC-AS1 MSRA MXD1 MYOCD NCALD NCOA7 NET1 NEURL1B NKAIN3 NKX6-1 NPDC1 NR2F6 NRG1 NRXN1 NSG1 NTF3 NTM OCIAD2 OLFML2B PAPLN PAWR PBX2 PDE1A PDE3A PDGFC PDLIM4 PDXK PDXP PDZD2 PEG3 PHLDB2 PINK1 PITX2 PLCE1 PLCL1 PLEKHA1 PNMA8A PODXL2 PPP2R5B PRKAR2B PSD PTGIS RAB33A RAC2 RALGPS2 RAMP1 RARB RASL11B RBPMS2 RDH10 RGMA RGMB RHOD RNF150 RNF207 ROGDI RSPO3 SCG5 SCHIP1 SCUBE3 SEC11C SEL1L3 SERP2 SGK1 SIGIRR SIPA1L2 SLC25A33 SLC2A13 SLC2A8 SLC35G1 SLC38A1 SLC8A1 SMOC2 SMYD3 SORBS1 SOWAHC SPSB1 SRSF8 ST6GALNAC5 STAT4 STRA6 SULF2 SYNGR2 SYNM TACC2 TBC1D9 TCEAL5 TENM3 TENM4 TES THNSL2 TIPARP TLE4 TLL1 TM7SF2 TMEM178A TMEM186 TMEM63B TMTC2 TNFRSF21 TOX TPBG TRAF3IP2 TRAF4 TRAF5 TRIO TRIOBP TRPM4 TSPAN2 TSTD1 TUBB2B TWIST1 TWIST2 UCP2 VIPR2 VSIG10L XIST ZEB1 ZFAND2A ZFHX4 ZNF362 ZNF703 HE_LIM_SUN_FETAL_LUNG_C0_MESENCHYMAL_2_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C0_MESENCHYMAL_2_CELL ADAMTS19 AEBP2 AMOTL2 ANKS1A ANLN ANPEP ARHGAP11A ARHGAP33 ASF1B ASPM ATAD5 AURKA AURKB B3GALNT2 B3GALT6 BICD1 BIRC5 BMP7 BRCA2 BUB1 BUB1B C12orf75 C21orf58 C8orf34 CAPN5 CCDC74A CCDC74B CCNA2 CCNB1 CCNB2 CD24 CDC20 CDC25C CDC45 CDCA2 CDCA3 CDCA5 CDCA8 CDK1 CDKN3 CENPA CENPE CENPF CENPL CENPM CENPN CENPO CENPP CENPU CHST9 CIB2 CIP2A CISD1 CKAP2 CKAP2L CLMP CLSPN CNTN4 CNTNAP3B COL23A1 COLEC11 CRABP2 CTHRC1 CXXC4 CYTH3 DBF4 DCLRE1B DEPDC1 DEPDC1B DHX57 DIAPH3 DKKL1 DLG2 DLGAP5 DNAJC12 DPP10 DSN1 DTNB ECT2 EFEMP1 EFNB2 EMC9 EPB41 EPHA4 EPS8 ESCO2 EVA1A EYA2 EZH2 FAM83D FANCA FANCI FBN2 FBXO5 FENDRR FGF13 FHL2 FLNB FLRT3 FOXF2 FOXM1 FOXP2 FRZB FST FZD2 FZR1 GINS2 GPC4 GPR161 GPR37 GPSM3 GRIK2 GTF2IRD1 GTSE1 H1-1 H1-5 H2AC11 H2AC13 H2AC14 H2AC16 H2AC25 H2BC21 H2BC9 H3C2 H4C11 H4C12 HAPLN1 HELLS HHIP HHIP-AS1 HJURP HMGA2 HMGN5 HNRNPA1L3 HOXA4 HSD17B14 HSPA12A IGFBP2 IL17D INPP5F IQGAP2 ISL2 ITGA4 ITGB8 ITPRID2 JAZF1 KIAA1958 KIF11 KIF14 KIF15 KIF18A KIF18B KIF20A KIF22 KIF23 KIF26B KIF2C KIF4A KIFC1 KLHL5 KNL1 KNSTRN KPNA2 LATS2 LDB2 LDLR LEF1 LINC01082 LINC02381 LMNB1 LMNB2 LRIG3 LRR1 MAD2L1 MAPK10 MCM10 MCM4 MEIS2 MELK METTL21A METTL25 MID1 MID1IP1 MIR99AHG MKI67 MND1 MOB3B MSC MSC-AS1 MSRA MXD3 MYBL2 NCAM1 NCAPG NCAPH NDC80 NEIL3 NETO2 NEURL1B NKAIN3 NKX6-1 NSG1 NTF3 NTM NUDT14 NUF2 NUSAP1 OAF OIP5 OLFML2B OSR2 PAG1 PAWR PBK PCDH17 PDE1A PDE3A PDLIM3 PDLIM4 PDXP PEG3 PGP PHLDB2 PIM1 PIMREG PITX1 PITX2 PKMYT1 PLK1 POC1A PRC1 PRKAR2B PROM1 PTCH2 PTTG1 PXK RACGAP1 RAD51AP1 RALGPS2 RARB REEP3 RGMA RGS10 RHBDD2 RHNO1 RMI2 SERINC2 SGK1 SGO1 SGO2 SH3BP5 SHISA3 SIPA1L2 SKA3 SLC25A33 SLC2A13 SLC8A1 SPAG5 SPC24 SPC25 SPIN2A STARD4 SULF1 SYK SYNPO2 TACC3 TES THNSL2 THSD4 TK1 TMEFF1 TMEM176A TMEM176B TMEM65 TMTC2 TNFAIP6 TNFRSF21 TOP2A TOX TPBG TPX2 TRAIP TRIB2 TRIO TRIOBP TRIP13 TROAP TUBB2B TWIST1 TWIST2 UBE2C UBE2S UBE2T UHRF1 VOPP1 XIST ZFHX4 ZNF804A ZNF93 ZWINT HE_LIM_SUN_FETAL_LUNG_C0_MESENCHYMAL_3_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C0_MESENCHYMAL_3_CELL ADAMTS10 ADAMTS9 ADAMTSL1 ADM ADRB3 AKR1C2 ALCAM AMOT AMOTL2 ANK3 ANOS1 APLP1 ASPN ASS1 B3GALT6 BCL11A BEX1 BEX2 BST2 C2orf88 CA10 CADM4 CAMK1D CCDC102A CCDC3 CD24 CD74 CDC34 CDC42EP3 CDH2 CDON CFAP68 CFI CLCN5 CLUL1 CNTN4 COL11A1 COL25A1 COL26A1 COL2A1 COL9A3 CRABP1 CRABP2 CSRP2 CTHRC1 DACT1 DHRS3 DLK1 DMKN DOCK11 EBF2 EDN3 EFNA1 EFNA5 EFNB2 EPHA3 EPHA4 EPHA7 EPHB2 EPHB3 FBN2 FBN3 FHL2 FLNB FLNC FLRT2 FOXP4 FST FZD2 GAS2 GATA4 GJA1 GRAMD1A HGF HMGA2 HOXA4 IER5L IGF2-AS IGFBP2 IGLON5 INHBA IQCA1 IQGAP2 ITGA5 ITGB8 ITM2A KCNQ2 KIF21A KIF26B KLF7 KRT18 KRT8 LDB2 LIN7A LINC02381 LRRN1 LY6H MCC MEIS2 MEIS3 MIR503HG MIR99AHG MMP11 MN1 MPPED2 MXRA5 NET1 NKAIN3 NRXN1 NUDT14 OCIAD2 OLFM2 P3H2 P3H3 PACC1 PDE3A PDGFD PDLIM4 PDPN PDXK PEG3 PINK1 PITPNC1 PITX2 PLCL1 PODXL2 PRKD1 PRRX1 PTGIS PTX3 RAC2 RASL11B RELN RHOD RNF207 RPRM RSPO3 SCUBE3 SERINC2 SERPINF1 SH3BP5 SIGIRR SLC38A1 SMOC2 SNAI1 SPINT2 SPSB1 STRA6 SULF2 SVIL SYCE1L TCEAL5 TECRL TENM3 TENM4 TES TIPARP TM4SF1 TMEFF1 TMEFF2 TMEM132A TMEM200A TMEM54 TOMM34 TPBG TRIO TUBB2B TWIST1 UCHL1 WT1 XIST ZEB1 ZFHX4 ZNF579 HE_LIM_SUN_FETAL_LUNG_C0_MID_AIRWAY_SMC_1_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C0_MID_AIRWAY_SMC_1_CELL ACTG2 ADAMTS6 ADAMTSL2 ALKAL1 ANO4 ARHGAP6 ARL4A BCL11A C16orf89 C3orf70 CDH6 CEP120 CHRDL1 CNN1 COL23A1 DACH2 ENC1 ENTPD1 ENTPD1-AS1 EPCAM EYA4 FBXL22 FBXO32 FENDRR FHL2 HHIP HHIP-AS1 HIPK2 HTRA1 IGF1 IRAG1 ISM1 KCNK3 KCNMB1 KIF26B KLHL4 LDLRAD4 LIMS2 LMOD1 LRRN1 LTBP2 MTARC1 MTCL1 MYH11 MYL4 MYOCD NAV2 NGFR NPB PCSK5 PDGFC PLP1 PLPPR4 PLXNA4 PMEPA1 RASL11B RELB RHCG SEMA3C SEMA6D SLC16A3 SLC29A3 SPEG SSC5D TRAF5 TSPAN2 TYRP1 WFDC1 WNT5A ZEB1 ZNF536 HE_LIM_SUN_FETAL_LUNG_C0_MID_AIRWAY_SMC_2_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C0_MID_AIRWAY_SMC_2_CELL ACTG2 ADAM19 ADAMTS5 ADAMTS6 ADAMTS8 ADAMTSL2 ADGRE5 AK4 AKAP1 ALDH1B1 ALDOC ANKRD37 ANO1 ANOS1 AQP1 ARL4A ASB2 ATP1A2 BCL11A BEX1 BHLHE40 BMF BRINP3 BTC C16orf89 C1QTNF1 C3orf70 CAP2 CAVIN2 CCDC3 CCDC88C CCN4 CCND3 CD9 CDC42EP3 CDH13 CDKN1A CHRDL1 CNN1 COL4A5 COL4A6 COLGALT2 CRELD1 CRIP1 CRISPLD2 CSRNP1 CXADR DAPK3 DMD DTNA DUSP2 DUSP26 EGLN3 ENTPD1 ENTPD1-AS1 EPCAM ESYT2 FAM43A FBXL22 FBXO32 FEM1C FENDRR FGF18 FHL2 FILIP1L FLRT2 FNDC1 FOXP2 FOXP4 GADD45G GALNT18 GBP2 GEM GLRB GPR20 GREM2 HHIP HHIP-AS1 HPSE2 HSPB7 HSPG2 IGF1 IL17B IL21R IL4R INHBA INKA2 IRAG1 ITGA10 ITGA9 ITPK1 KANK1 KCNA5 KCNK3 KCNMA1 KCNMB1 KIAA0408 KLHL4 LAMA5 LEFTY2 LGR6 LIMS2 LMOD1 LRIG1 LTBP2 MAPKAPK3 MBNL1-AS1 MRGPRF MSRB3 MTCL1 MYH11 MYL4 MYOCD NCKAP5 NCOA6 NET1 NNMT NR4A1 NR4A2 NR4A3 NTN1 P3H2 PARM1 PBXIP1 PCSK7 PDGFC PDLIM3 PDLIM4 PEDS1 PFKFB3 PLN PLP1 PLP2 PLXNA4 PMEPA1 PNMT PPP1R12B PRKAG2 PTP4A3 RAMP1 RASL11A RASSF3 RBM38 RCSD1 RGS10 RRAD SBSPON SCUBE1 SEMA3C SEMA3E SLC16A3 SLC25A4 SLC29A1 SLC2A1 SLC8A1 SLMAP SMOC2 SORBS1 SPEG SSC5D SVIL SYNC SYNGR2 SYNPO2 SYT11 TACC2 TCEA3 THAP8 THBS2 THBS3 THSD4 TINAGL1 TM7SF2 TMEM255A TMEM59L TNNT2 TNNT3 TOB1 TRAF5 TRANK1 TRIB1 TSPAN18 TSPAN2 TSPAN7 TYRP1 WFDC1 WNT5A ZBTB16 ZEB1 HE_LIM_SUN_FETAL_LUNG_C0_MID_MESOTHELIAL_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C0_MID_MESOTHELIAL_CELL A1BG A4GALT AAGAB ABCC1 ABHD12B ABHD17A ABHD5 ABHD8 ABRACL ACKR3 ACOT7 ACTC1 ADAM15 ADAM17 ADAM33 ADAMTS3 ADAMTS5 ADAMTS8 ADAMTS9 ADAMTSL4 ADARB1 ADCK2 ADGRB2 ADH1C ADIRF AFDN AFF1 AGAP1 AGAP3 AGFG1 AGRN AHDC1 AIF1 AIF1L ALCAM ALDH1A2 ALDH1A3 ALOX15 AMHR2 AMOTL2 AMPD2 ANK3 ANKRD13B ANKRD29 ANKRD50 ANOS1 ANXA1 ANXA3 ANXA8 ANXA8L1 AP1G2 AP5Z1 APBB2 APLP1 APOL2 AQP1 AQP3 ARF3 ARHGAP22 ARHGAP23 ARHGAP29 ARL2 ARL4A ARL8A ARMC9 ARNT2 ARPC1B ARRDC1 ARRDC4 ARSA ARVCF ASAP3 ASH2L ASPG ASPHD1 ASS1 ATF7IP2 ATL1 ATP11A ATP2C1 ATP6V0E2 ATP7A ATP9A AXL B3GALNT1 B3GNT2 B4GALNT4 B9D1 BAIAP2 BCAR3 BCAS4 BCL3 BCO2 BCR BDNF BEX1 BEX2 BICC1 BICDL1 BMP3 BNC1 BNC2 BOK BST1 BTBD6 BTC C10orf82 C11orf98 C14orf132 C19orf33 C1GALT1 C1QTNF1 C1R C1RL C21orf62 C21orf91 C3 C4A C4B C6orf62 CA11 CA2 CA9 CACHD1 CACNA1H CACNA2D3 CACNB3 CADM2 CADPS2 CALHM6 CALML3 CALML4 CAMK1D CAPG CARD16 CARNS1 CASP4 CAV2 CAVIN2 CCDC106 CCDC112 CCDC186 CCDC30 CCDC51 CCDC74A CCDC74B CCDC85C CCN4 CCND3 CCNDBP1 CCPG1 CD22 CD320 CD47 CD55 CD74 CD9 CDC42EP3 CDH2 CDH3 CDK20 CDK2AP2 CDK7 CDON CDV3 CEP162 CERK CFAP68 CFB CFC1 CFC1B CFH CFI CGN CGNL1 CHCHD6 CITED4 CLCF1 CLDN1 CLDN15 CLIC3 CLPTM1L CLSTN3 CLUL1 CMTM8 CMYA5 CNTN3 CNTN4 COBLL1 COL11A1 COL18A1 COL26A1 COL2A1 COL4A6 COL8A1 COL8A2 COL9A2 COL9A3 COLGALT2 COMTD1 COQ8B CPLX1 CPNE2 CPZ CRABP2 CRACR2B CRB2 CRIM1 CRIP1 CRLS1 CSDC2 CTIF CTSD CTSH CTTNBP2NL CTXN1 CXADR CXXC5 CYB561 CYB561D2 CYB5R2 CYBC1 CYP4B1 CYSLTR1 CYSTM1 CYTOR DAG1 DBNDD2 DCBLD2 DCTN6 DDR1 DDX19B DECR2 DEDD2 DHCR24 DHCR7 DHRS1 DHRS12 DHRS3 DIPK1A DISP1 DLG2 DMKN DNAH14 DNAJB12 DNAJC22 DNALI1 DOCK11 DOCK9 DOK4 DOK5 DOK7 DPP3 DPP4 DPP7 DSC2 DSG2 DTD1 DTD2 DTX2 DUSP2 DUSP23 DVL3 DYNLT2B ECHDC2 EDEM2 EDN3 EEIG1 EFEMP1 EFNA1 EFNB2 EFNB3 EGFLAM EGLN2 EHD4 ELFN1 EML3 EMP1 ENTPD2 ENTPD6 EPB42 EPCAM EPHA3 EPHA7 EPS8 EPS8L1 EPS8L2 ERAP1 ERAP2 ERBIN ERO1B ERRFI1 ETHE1 EXOSC4 FAAH FABP3 FAM110C FAM174C FAM20A FAM221A FAM234A FAM241A FAM50B FAM98A FBN3 FBXL2 FBXW9 FCGR2A FCHO1 FDXR FENDRR FGF13 FGF18 FGF9 FGFRL1 FIG4 FKBP11 FLNB FLNC FLRT2 FLRT3 FMO1 FN3K FNDC1 FOXP4 FRAS1 FREM2 FRY FSTL3 FUCA1 FXYD7 FZD6 FZD7 GABARAPL1 GADL1 GALNT18 GALNT9 GAS6 GATA4 GATA6-AS1 GBA1 GBP3 GCA GCHFR GCLC GEM GFPT2 GIT1 GJA1 GKAP1 GLIS2 GLP2R GLS GNB5 GOLGA8B GPC1 GPM6A GPR137B GPRC5A GRB7 GRID2 GRM7 GSDMD GSDME GSG1L H2BC12 HACD1 HACD4 HAGH HDAC7 HDDC3 HEG1 HEXB HHIP HHIP-AS1 HINT3 HMCES HOOK1 HOXC4 HOXC5 HPGD HRH2 HSBP1L1 HSD17B14 HSPA12A HSPB8 HSPG2 HTR2B HTRA1 HVCN1 IFI27L1 IFI35 IFT140 IFT20 IGFBP2 IGFBP6 IGSF9 IL10RB IL13RA1 IL17RD IL1R1 IL6R INF2 INO80C INTS5 IQCA1 IQCJ-SCHIP1 IRAK1BP1 IRF7 ITGA3 ITGA6 ITGB5 ITGB8 ITLN1 ITM2A ITPK1 ITPR3 ITSN2 JMJD8 JOSD1 JUP KANK1 KCNIP1 KCNT2 KDELR3 KHDRBS3 KIAA1522 KIF13A KIRREL1 KLF13 KLF2 KLF5 KLHL36 KLK10 KLK11 KLK5 KLK8 KNDC1 KRCC1 KRT13 KRT17 KRT18 KRT19 KRT5 KRT8 L3MBTL3 LAMA3 LAMA5 LAMC2 LEPROTL1 LGALS2 LGALS8 LGI2 LIMS2 LINC00665 LINC00842 LINC01018 LINC01133 LINC01550 LINC02381 LLPH LMNB1 LMO7 LPAR5 LPCAT3 LRATD2 LRRC32 LRRC42 LRRC61 LRRC8A LRRN1 LRRN4 LRRTM1 LSR LTBP2 LTC4S LY6H LYST MACROD2 MAG MAGI1 MAILR MAMSTR MANSC1 MAP3K11 MAP3K3 MAP3K8 MBP MCRIP2 MCUB MEDAG MEGF6 MEIS2 MET METTL21A MGAT4B MIB2 MID1 MIEN1 MIF4GD MINCR MKNK2 MLLT1 MMEL1 MMP28 MN1 MOGS MOK MRGPRF MRPS17 MSLN MST1 MT1E MTHFD2L MTHFR MTHFS MTUS1 MUS81 MVP MYCBP MYEF2 MYO19 MYO1C MYO5B MYRF NAAA NACC2 NADSYN1 NAT8L NAV2 NBPF20 NBPF26 NBPF9 NCAM2 NCOA7 NCOR2 NDFIP2 NDRG1 NDUFA7 NEDD4L NELL2 NEO1 NET1 NFATC2 NGEF NHERF4 NHSL1 NINJ1 NINL NIPAL3 NLGN3 NLRX1 NMI NMU NOL4L NOMO2 NOP16 NPDC1 NPEPL1 NPNT NPR1 NPW NQO1 NRBP2 NRG4 NRXN2 NSG1 NSUN5 NSUN7 NTNG1 NUDT14 NXN NXPH2 OBSL1 OCIAD2 OLFML2B OPTN OSCP1 OSMR OSTM1 OTUD5 P3H2 P4HA2 P4HTM PACRG PAK4 PALS1 PAMR1 PAPPA PARD3B PARD6B PARM1 PARP9 PAWR PCDHAC2 PCK1 PCLO PCOLCE2 PCP4 PDE1A PDE4DIP PDE7B PDGFA PDGFC PDGFD PDGFRL PDLIM4 PDPN PDXK PDZD2 PDZK1IP1 PDZRN4 PEG3 PERP PEX11A PGF PGRMC2 PHACTR1 PHC2 PHLPP2 PHYHD1 PHYHIP PICK1 PIM3 PITPNC1 PKHD1L1 PKIA PKP2 PLA2G2A PLAAT3 PLAAT4 PLAUR PLCB1 PLCE1 PLEC PLEKHA1 PLEKHA4 PLEKHA7 PLLP PLP2 PLXNA2 PLXNB1 PNMA8A PNPLA4 PODN PODXL POM121 POMGNT2 PPIL6 PPL PPP1R16A PPP1R21 PRELID2 PRKAA2 PRKCI PRKCZ PROCR PROS1 PRR5 PRSS33 PRXL2C PSMB8 PSMB9 PSMG4 PTAFR PTDSS2 PTGIS PTGS1 PTHLH PTPN14 PTPN18 PTPRE PTPRF PTPRQ PXDC1 PYCARD PYGL PYGM RAB11FIP1 RAB11FIP2 RAB33A RAB6B RAB7B RABGGTA RAC2 RALGDS RAP1GAP RAPGEF3 RASSF7 RBP7 RCHY1 RDH10 REC8 RECK REEP1 REPIN1 RERG RFK RGS10 RGS5 RHOD RHOU RHPN2 RIC3 RIN2 RNASE1 RNASE4 RNF141 RNF207 RNF227 RNPEPL1 ROM1 RPRD1B RPS6KA2 RSPH3 RSPO1 RSPO3 RTN4R SASH1 SBK2 SBSPON SCAI SCAP SCARB1 SCG5 SCPEP1 SCTR SDC4 SDSL SEC11C SEC14L1 SEMA3B SEMA3C SEMA4B SEMA6A SERGEF SERPINB1 SERPINB9 SETDB2 SEZ6L2 SFRP5 SFTPD SGPL1 SGSH SH2D4A SH3BP4 SH3BP5 SH3GLB2 SHTN1 SIGIRR SINHCAF SIRPA SIRT5 SIRT7 SLC10A3 SLC16A1 SLC16A3 SLC16A4 SLC22A18 SLC25A23 SLC25A29 SLC25A4 SLC26A11 SLC26A2 SLC29A3 SLC2A1 SLC30A6 SLC34A2 SLC35A2 SLC38A1 SLC38A10 SLC39A10 SLC48A1 SLC4A2 SLC51A SLC6A13 SLC7A4 SLC7A7 SLCO3A1 SLITRK4 SLK SLPI SLX1A SMAD3 SMAD6 SMIM1 SMIM11 SMIM27 SMOC2 SMPD3 SMPDL3B SMTNL2 SNAP47 SNCAIP SNHG19 SNX8 SORBS2 SOX6 SP1 SP100 SPACA6 SPACA9 SPATA33 SPECC1 SPEG SPINT2 SPOCK2 SPR SPRR2F SPRYD3 SPRYD4 SPTLC2 SRP19 SRSF8 SSH3 SSX2IP ST6GAL1 ST6GAL2 STAP2 STAU2 STIM2 STK24 STK26 STRADB STRBP STX11 STXBP2 SULF1 SULF2 SVIL SVIP SYCE1L SYNGR2 SYS1 SYT17 TAF10 TAOK2 TAP1 TBC1D17 TBC1D22A TBC1D9 TBX18 TCAIM TCEA3 TCEAL2 TCEAL5 TDRP TEAD4 TENM2 TES TFPI2 TGFB2 TGFB3 TGM1 THBD THBS3 THSD4 TKFC TLCD4 TLE4 TLL1 TM4SF1 TM7SF2 TM7SF3 TMBIM4 TMCO3 TMEM106C TMEM120B TMEM132A TMEM151A TMEM176A TMEM176B TMEM191C TMEM37 TMEM88 TMEM8B TMEM9B TMUB1 TNFAIP8 TNFAIP8L3 TNFRSF12A TNFSF13 TNIP2 TNNI1 TNNI3 TNNT1 TNNT2 TNXB TOB1 TOLLIP TOM1L1 TOMM34 TOR1AIP2 TOX TPBG TPD52 TRADD TRAF5 TRNP1 TSC1 TSPAN13 TSPAN18 TSPAN7 TST TSTD1 TTLL5 TUBB2B TUSC2 TVP23A TYRO3 UBE2Q1 UBE3C UBTD1 UBXN2B UBXN6 UCHL1 UNC5B UNC5B-AS1 UPK3B USP53 USP9X VAMP8 VPS13A VPS18 VSIR VWA5A WARS1 WASF1 WFDC1 WFDC2 WNT2B WRNIP1 WT1 WWC1 WWC2 XPO6 YDJC ZBTB7C ZC3HAV1 ZDHHC12 ZDHHC24 ZFPM2 ZFTA ZMIZ1 ZMYM3 ZNF174 ZNF219 ZNF467 ZNF503-AS2 ZNF512B ZNF524 ZNF579 ZNF629 ZNF641 ZNHIT2 HE_LIM_SUN_FETAL_LUNG_C0_MYL4_POS_SMC_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C0_MYL4_POS_SMC_CELL ACTG2 ADAM19 ADAMTS6 ADAMTSL2 AKAP1 ALDH1B1 ALKAL1 ALKAL2 ANOS1 ARL4A ASB2 ATL2 ATP2A3 B3GALNT2 BCL11A C3orf70 CACNA1C CAP2 CARMN CAVIN2 CD24 CDC42EP3 CDH6 CEP120 CHCHD7 CHRM3 CLSTN2 CNN1 COL12A1 COL23A1 CORO1C CRTC1 CSRP2 CXCL14 DPP10 ENC1 FBN3 FBXL22 FENDRR FHDC1 FHL2 FOXP2 FOXP4 FST GBP2 GNPTAB GPR20 GREM2 HES6 HHIP HHIP-AS1 HMGA2 HTRA1 IGF1 IGFBP2 IL17B IRAG1 ISM1 ITGA11 ITGA5 JPH2 KCNMB1 KIAA1522 KIF26B KLF7 KREMEN2 KRT8 LIMS2 LINC00472 LMOD1 LRIG1 MIR503HG MIR99AHG MPPED2 MSRB3 MTCL1 MYH11 MYL4 MYOCD NET1 NFATC1 NKD1 NOG NRG2 OCIAD2 PAQR4 PDGFC PDLIM4 PMEPA1 PRKAG2 PSAT1 RALGPS2 RAMP1 RASL11B RBM38 RHCG RIMS1 SBSPON SCD SEMA3C SLC25A4 SLMAP SMOC2 SMTNL2 SORBS1 SPEG SPOCK3 SPSB1 SSC5D SYNPO2 TACC2 TES TMEM59L TNFRSF12A TNNI1 TNNT2 TOX TRAF5 TSPAN18 TSPAN2 TUBB2B TYRP1 WFDC1 ZEB1 HE_LIM_SUN_FETAL_LUNG_C0_MYOFIBROBLAST_1_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C0_MYOFIBROBLAST_1_CELL ACTG2 ADAMTSL2 ANO4 ARHGAP6 C1QTNF5 CPED1 CT45A1 CT45A10 CT45A2 CT45A3 CT45A5 CT45A6 CT45A7 CT45A8 CT45A9 CTXND1 CXCL14 DACH2 ENC1 ETV5 EYA4 FENDRR HTRA1 IGF1 IGSF1 INTS6L JCAD KCNK17 LEF1 MID1IP1 MMGT1 MSANTD4 MT1E MT1X MTUS1 MYH11 MYOCD NKD1 NOTUM PAG1 PCSK5 PLPPR4 PRAG1 PROM1 PTCH1 PTGER2 RAI2 RASL11B REEP1 RGN RHCG RNF43 SEMA3C SLC26A2 SLC4A4 SLC9A6 SLFN12L SNAI1 STC1 SYT1 SYT17 TAB2 THBD TMEM100 TPST2 WNT11 WNT5A ZEB1 ZNF536 HE_LIM_SUN_FETAL_LUNG_C0_MYOFIBROBLAST_2_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C0_MYOFIBROBLAST_2_CELL ABR ACTG2 ADAMTSL2 ALKAL1 ANO1 ANO4 ARHGAP6 ATP6V0E2 C16orf89 C1QTNF5 C1QTNF7 COL12A1 COL24A1 COL27A1 CPZ CT45A1 CT45A10 CT45A2 CT45A3 CT45A5 CT45A6 CT45A7 CT45A8 CT45A9 CTXND1 CXCL14 DACH2 ENC1 EOGT ETV5 EYA4 FAM118A FBXL22 FENDRR FGF18 HTRA1 IGF1 IGSF1 IL21R ISM1 ITGA9 ITPK1 ITPRIPL2 JCAD KCNK17 KCNK5 LEF1 LRP4 LRRTM1 LTBP2 MCTP2 MMGT1 MPP1 MT1E MT1X MTARC1 MYH11 MYOCD NEDD9 NKD1 NOTUM NRCAM PAG1 PCSK1N PCSK5 PCSK7 PLEKHG1 PLPPR4 PLXNA2 PLXNA4 PRAG1 PTGER2 RAI2 REEP1 RGCC RGN RUNX1 SCG5 SEMA3C SERPINE1 SLC26A2 SLC4A4 SLC9A6 SLCO2A1 SMIM3 SNED1 SORT1 SSC5D STC1 STK17A SYNDIG1 SYT1 TBX5-AS1 THBD TMEM100 TPST2 TSPAN2 TYRP1 VSNL1 WIF1 WNT11 WNT5A ZEB1 ZNF536 HE_LIM_SUN_FETAL_LUNG_C0_MYOFIBROBLAST_3_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C0_MYOFIBROBLAST_3_CELL ADAMTSL2 C16orf89 C1QTNF5 CTXND1 CXCL14 DACH2 ENC1 ETV5 FAM118A IGSF1 KCNK17 LINC00839 MCTP2 MT1E PLPPR4 PRAG1 PROM1 PTGER2 PTHLH RGN SAMD5 SLC26A2 SLFN12L SNED1 STC1 SYT1 TPST2 VSNL1 WIF1 HE_LIM_SUN_FETAL_LUNG_C0_PERICYTE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C0_PERICYTE A1BG ABCC9 ABTB1 ADAMTS5 ADAMTS9 ADAMTSL3 ADCY3 ADGRD1 ADGRF5 AFAP1L2 AGRN ALDH1A2 ANGPT2 ANKRD44 APLNR ARHGAP26 ARHGAP29 ARHGAP42 ARHGDIB ARHGEF12 ARHGEF17 ARID5A BCAS3 BTBD3 C1QTNF5 CAMK1D CAV2 CCDC102B CCDC3 CDC42EP2 CDH6 CHRD CLIP1 CNTN4 COL18A1 COL5A3 COX4I2 CRISPLD2 CSPG4 CXCR4 CYGB CYP4X1 CYSTM1 CYTH3 CYTOR DBNDD2 DENND2A DGKH DGKZ DMD DOCK6 DUSP4 DYRK2 EBF1 ECE1 EGFLAM ENDOD1 EPAS1 EPS8 ESAM ETS1 FHL5 FKBP5 FOXS1 GAS6 GJA4 GJC1 GMFG GPM6B GPR183 GPX3 GRK3 GRP GUCY1A2 HACD4 HES1 HES4 HEYL HIGD1B HOXB-AS1 HRC HRH2 HSPA2 IGFBP2 IMPA2 INPP4B ISG15 ITGA4 ITPRIPL2 KCNJ8 KCNK17 KCNK3 KCNS3 KCP KIAA0040 KITLG KLHDC8B KLHL23 LAMC3 LIN7A LINGO1 LRRC32 LRRC4B MAP2 MAPT MARK1 MASP1 MCAM MCTP2 MEF2C MGLL MIR4435-2HG MLLT3 MOCS1 MT1E MT1X MTSS2 MTUS1 MYO3A MYOF NAB1 NBEA NCK2 NDRG1 NDUFA4L2 NECAB1 NEURL1B NGFR NOTCH3 NPR3 NRGN NTRK3 OLFM2 OLFML2B P2RY14 PAG1 PAWR PCDH1 PDE3A PDLIM5 PDZD2 PEAR1 PERP PHLDB3 PKNOX2 PLCB1 PLCE1 PLEKHA2 PLEKHG3 PLEKHH3 PLXDC1 PPFIBP2 PRKCA PTEN RAPGEF5 RASD1 RASL11A RCSD1 REM1 RERG RFTN1 RGS5 RPS6KA2 RRAD RRAS2 RXRG SEMA5A SEMA5B SEMA6D SEPTIN4 SERPINI1 SEZ6L2 SH2D3C SH3KBP1 SLC35B3 SLC7A2 SMIM3 SNRK SPRY4 SRSF8 STARD9 SYTL2 TANC1 TES TESC TINAGL1 TMEM204 TNFRSF21 TPPP3 TRIB2 TRPC6 TRPV2 VASP VSNL1 WFDC1 HE_LIM_SUN_FETAL_LUNG_C0_RESTING_CHONDROCYTE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C0_RESTING_CHONDROCYTE ACAN ART3 BMPR1B C1GALT1 C1QTNF3 CAPN6 CDC42EP3 CDH7 CFH CHAD CHADL CHST11 CNMD COL11A1 COL11A2 COL12A1 COL15A1 COL24A1 COL27A1 COL2A1 COL8A2 COL9A1 COL9A2 COL9A3 CPM CRISPLD1 CSGALNACT1 CSPG4 CTHRC1 CXXC5 CYP26B1 DAAM2 DHRS3 DLK1 DOCK8 ENPP1 EPYC FGFBP2 FGFR2 FGFR3 FGFRL1 FIBIN FLNB FRY FRZB GDF5 HAPLN1 HMGCLL1 HSPA6 IGF2-AS IL16 ITGA10 ITGB5 ITM2A KLF5 KLHL13 LINC00511 MATN1 MATN3 MATN4 MIA MIOS MMP16 MPZL2 NEDD4 NEDD9 NOG NRK PCOLCE2 PDE4DIP PDPN PEG3 PENK PRDM16 PRELP PRKCD PRRX1 PYGL RARG RFLNA RNF144B S100A1 S100B SCARB1 SCUBE3 SDK2 SLC29A1 SLC2A1 SNAI1 SNORC SORBS2 SOX5 SOX6 SOX8 SOX9 STEAP1 STK26 SUSD5 SYT8 TENM3 THSD4 TNFRSF11B TRAPPC8 TRIM9 TRPV4 TTYH1 UCMA WFDC2 WIF1 WWP2 YPEL2 HE_LIM_SUN_FETAL_LUNG_C0_VASCULAR_SMC_1_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C0_VASCULAR_SMC_1_CELL ABCC9 ABTB1 ADCY5 ADGRF5 ADGRL3 ALCAM ARHGAP15 ARHGAP29 ARHGDIB ARID5A B3GNT2 BCAR3 BTBD3 CAP2 CAV2 CCDC102B CDH6 CNNM2 CNTN4 COL18A1 COL26A1 COX4I2 CRIP1 CRISPLD2 DBNDD2 DGKG DGKZ EBF1 ENTPD1 EPAS1 ESAM FGF13 FILIP1L FOXS1 FRZB FST GAS6 GATM GEM GJA4 GPR183 GPX3 GRP HES4 HEY2 HEYL HIGD1B HOXB-AS1 HRH2 HSPA2 INPP4B ITGA11 ITGA4 ITGA7 JAG1 KCNJ8 KCNS3 KIAA0040 KRT18 LASP1NB LGI4 LMOD1 LRRC32 LTBP2 LUZP2 MAP2 MAP3K7CL MARK1 MCAM MCTP2 MEF2C MEGF6 MGLL MLLT3 MOCS1 MRGPRF MYH11 NAB1 NBEA NEURL1B NIBAN1 NOTCH3 NPR3 NRGN NTN4 NTRK3 OLFM2 OLFML2B PAPPA PDE3A PDGFA PDLIM3 PDLIM5 PEG3 PERP PGM5P3-AS1 PLCE1 PLEKHG3 PLXDC1 PRELP RAP2A RASL11A RCSD1 REM1 RERG RFTN1 RIPOR2 RRAD SEMA5A SEMA5B SEPTIN4 SERPINI1 SGCA SH2D3C SPON2 SYTL2 TINAGL1 TM4SF1 TPPP3 TRIB2 TRPC6 TTYH1 WFDC1 ZHX2 HE_LIM_SUN_FETAL_LUNG_C0_VASCULAR_SMC_2_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C0_VASCULAR_SMC_2_CELL ABR ACAN ACTG2 ADGRE5 ADIRF AFAP1L2 AIF1L ALCAM ALDH1A2 ALDOC ANOS1 ARHGAP29 ARHGDIB ARHGEF7 ARID5A ATP1A2 B3GNT2 BCAR3 BCAS3 BTC C1QTNF1 CAP2 CASQ2 CAV2 CDH13 CDH6 CHST7 CNNM2 COL18A1 COL8A1 COX4I2 CRIP1 CSPG4 CSRP2 CTNNA3 CTXN1 DBNDD2 DGKH DGKZ DMPK EBF1 EFNB2 ENTPD1 EPAS1 ESAM EXD3 FAM241A FGF13 FILIP1L FJX1 FOXS1 FRK FRY FRZB GATM GJA4 GPRC5C GRP HACD1 HES4 HEY2 HEYL HIGD1B HIP1 HMCN1 HOXB-AS1 HRC HRH2 HS3ST1 HSPA2 HSPB7 IGFBP2 IL17B IL17RE INHBA INPP4B ITGA4 ITGA7 JAG1 KCNA5 KCNC4 KCNS3 KLHL23 LASP1NB LDB3 LGALSL LIMS2 LIX1 LMOD1 LRRC32 MAMDC2 MAP3K7CL MARK1 MCAM MED14 MEF2C MEGF6 MOCS1 MSRB3 MTHFD2 MYH11 MYOCD MYOM2 MYOZ1 NAB1 NDUFA4L2 NET1 NIBAN1 NOL3 NOTCH3 NRGN NRIP2 NTF3 NTN4 NTRK3 OLFML2A OLFML2B PARM1 PDE3A PDGFA PDLIM5 PEG3 PERP PGM5P3-AS1 PGM5P4-AS1 PHLDB2 PI15 PLCE1 PLEKHG3 PLN PLP2 PLXDC1 PPFIBP2 RAPGEF5 RASD1 RASGRP2 RASL11A RCAN2 RCSD1 RERG RGS16 RGS5 RIPOR2 RRAD SEMA5B SEPTIN4 SEPTIN5 SERPINI1 SGCA SIPA1L2 SLC8A1 SPTB SUSD5 SYNGR2 TBC1D1 TESC THSD4 TINAGL1 TLCD5 TM4SF1 TMEM51 TNNT2 TP53I11 TRPC6 TSPAN2 TTYH1 VAT1L WFDC1 WWP2 ZHX2 ZNF385B HE_LIM_SUN_FETAL_LUNG_C1_AT1_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C1_AT1_CELL ABCA1 ABCA8 ADIRF ALDH3B1 ANXA1 AQP5 BANCR CAV2 CAVIN1 CLIC5 COL4A3 COL4A4 COL8A1 CRYAB CYBRD1 EHD2 FAM20A FILIP1 HTRA1 ICAM1 ICAM4 IL18 ITGB6 KRT4 MMP28 MSLN NMU NRP2 PHACTR1 PKDCC PLLP RIN2 SEMA5A SFTPD SLC2A3 SLC39A8 ST6GALNAC5 STOM SUSD2 TGFBI TUBB6 UPK3B HE_LIM_SUN_FETAL_LUNG_C1_CLUB_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C1_CLUB_CELL AARD AGR3 ANXA1 ARFGEF3 ARHGEF38 BHLHE40 C3 CA8 CAPS CCNO CFH CFHR1 CLIC5 CP CRIM1 CRTAC1 CTSW CYP2B6 DPYD EHF ELAPOR1 EPAS1 ERP27 FCGR2A FMO2 GRHL1 HLA-B HS3ST1 IFITM1 ISG20 KDR KLK10 KLK11 KRT7 LIPH LMO3 MET MLPH MUC20 NDUFA4L2 NEGR1 NIBAN1 NXPH4 PAG1 PAPSS2 PRSS12 RHOV ROBO2 RUNX1 S100P SCGB1A1 SCGB3A1 SCNN1B SCNN1G SERPINA1 SERPINI1 SFTA1P SIX1 SLA SLPI SMIM22 SPARCL1 SPINK1 SPINK5 SPNS2 ST6GALNAC1 STEAP4 SULT2B1 TMC5 TRIM22 HE_LIM_SUN_FETAL_LUNG_C1_EARLY_AIRWAY_PROGENITOR_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C1_EARLY_AIRWAY_PROGENITOR_CELL ABCG1 ADM ALPL ASCL1 CAMK1D CDH2 CRH CTNND2 CYTL1 FRMD3 FSTL5 GABRA1 GADD45G GPC3 GRHL1 H3-5 HS3ST1 HSPA6 IGDCC3 INSIG1 LYPD6B MEG3 MITF MOXD1 MTTP NR2F2-AS1 OPRK1 PCDH17 PHLDA1 PLPP2 RP1 SCD SPTSSB SRGAP1 TBX1 TMEM178A TMEM47 TOX3 XIST ZMAT4 HE_LIM_SUN_FETAL_LUNG_C1_EARLY_STALK_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C1_EARLY_STALK_CELL ABCC1 ABHD3 ACAP3 ACOT7 ACVR1B ADAMTS7 ADM AEN AGPAT4 AIFM2 ALDH1B1 ALPL ALYREF ANK2 ANLN ANO8 APBA2 APLP1 APOA1 APOC1 ARG2 ARHGAP11A ARHGAP19 ARHGAP22 ARHGEF39 ARID3B ARRDC1-AS1 ASF1B ASPM ATAD2 ATAD3A ATAD5 ATP11C ATP2A1-AS1 AURKA AURKB BAG2 BFSP1 BIRC5 BLM BORA BRCA1 BRCA2 BRI3BP BRIP1 BUB1 BUB1B BYSL C14orf132 C1orf112 C5orf34 C6orf141 C6orf226 CADM2 CADM4 CAPN6 CBS CBX2 CCDC150 CCDC18 CCDC34 CCDC9 CCNA2 CCNB2 CCNE2 CCNF CCNJ CCNJL CCNQ CCNYL1 CD200 CD83 CDC20 CDC25A CDC25B CDC25C CDC45 CDC6 CDC7 CDCA2 CDCA3 CDCA5 CDCA8 CDH6 CDK1 CDKN3 CDO1 CDT1 CENATAC CENPA CENPE CENPF CENPH CENPJ CENPK CENPL CENPM CENPN CENPO CENPP CENPU CENPW CEP128 CEP55 CEP57L1 CFAP119 CFAP20DC CHAF1A CHAF1B CHEK1 CHEK2 CHRNA5 CHST6 CIP2A CITED4 CKAP2L CLEC11A CLSPN CNFN CNTNAP2 COCH COL1A2 COL26A1 COL9A1 CORO1C CPXM1 CRABP1 CRISPLD2 CSNK2A3 CTHRC1 CTNND2 CTPS1 CTSV CTU1 CTXN1 CYTH3 DDB2 DDC DDX11 DEPDC1 DEPDC1B DERL3 DHFR DIAPH3 DKK3 DLEU2 DLGAP5 DLX3 DNA2 DONSON DSCC1 DSN1 DTL DUSP8 E2F1 E2F5 E2F7 ECT2 EDIL3 EEF2KMT EFNB1 ELAVL4 ELOVL6 EME1 ERI1 ESCO2 ESPL1 ETNK2 EXO1 EXOSC6 F2R FADS2 FAM111B FAM216A FAM83D FANCA FANCB FANCD2 FANCG FANCI FAT3 FAXC FBXL19 FBXO5 FEN1 FGD6 FGF13 FGFR1 FJX1 FOXM1 FREM3 FSD1 FSD1L FUOM FZD4 GADD45A GADD45G GALNT16 GALNT6 GAS2 GAS2L1 GAS2L3 GASK1B GCH1 GEMIN2 GINS1 GINS4 GJC1 GLB1L2 GLCE GLDC GMPPB GNPNAT1 GPC2 GPSM2 GPX3 GRB10 GREB1 GRK6 GSTCD GTSE1 GUCY1A2 GYPC H1-1 H2AC11 H2AC13 H2AC14 H2AC20 H2BC11 H2BC9 H3-5 H3C12 H3C14 H3C15 H3C2 H3C8 HAUS8 HBEGF HDC HES6 HIC2 HJURP HMMR HMSD HNRNPA1L3 HOMER3 HRH2 HROB HSD17B14 HSPA2 HSPA4L HSPA6 HSPB8 HUNK ICA1L IGDCC3 IHH IL17RD ILDR2 INCENP INSIG1 IQCJ-SCHIP1 JAM3 KCMF1 KCNMB4 KCNN1 KDM2B KHDRBS3 KIF11 KIF14 KIF15 KIF18A KIF18B KIF20A KIF21B KIF23 KIF2C KIF3C KIF4A KIFC1 KIT KLHL5 KNL1 KNSTRN KNTC1 LAMA1 LARP6 LDLR LDLRAD3 LIMK1 LIN28B LIN52 LINC01224 LINC01315 LINGO1 LIX1 LOXL1 LOXL3 LRATD1 LRP2 LRR1 LRRC20 LRRC49 LTBP1 MAD2L1 MAN1A1 MAP1B MAP7D1 MASTL MCM10 MCM4 MCM6 MCM8 MDC1 MELK MEX3D MICA MKI67 MMP16 MMS22L MND1 MOCS1 MPV17L2 MPZ MSANTD3 MSI1 MTA1-DT MTHFD1L MTHFD2 MVK MXD3 MYBL2 MYCN MYO9B NCAPD2 NCAPG NCAPG2 NCAPH NDC1 NDC80 NDE1 NEIL3 NEK2 NES NEURL1B NEXN NFE2L3 NIBAN1 NLRP1 NPM3 NPPC NR2F2-AS1 NRXN3 NUAK1 NUDT11 NUF2 NUP205 NUP62CL NUSAP1 OIP5 ORC1 ORC6 PACC1 PAIP2B PAQR4 PAQR5 PARD6G PARD6G-AS1 PARPBP PARVB PASK PBK PCDH17 PCDH18 PCGF6 PCLO PCSK4 PCYT2 PDE7A PDF PDXP PGAM4 PGAM5 PGP PHLDA1 PHYHIPL PIF1 PIM1 PIMREG PKMYT1 PKN3 PLA2G3 PLAUR PLCB3 PLCL2 PLEKHA8 PLK1 PLK4 PLXDC2 PMAIP1 PNMA3 POC1A POLA1 POLA2 POLE POLE2 PPM1L PPP1R14A PRADC1 PRELID3A PRIM1 PRIM2 PRKAR2B PRKCA PRR11 PRTG PSMC3IP PSME4 PSRC1 PUDP PYGL RAB11FIP4 RACGAP1 RAD51AP1 RAD54B RAD54L RAD54L2 RANGAP1 RARRES2 RBL1 RBPMS2 RCOR2 RECQL4 RELT RFC4 RFC5 RFWD3 RFX6 RIPPLY3 RMI1 RND1 RND2 RND3 RNF144A RNF175 RRM2 RRS1 RTKN2 RTTN SACS SALL4 SANBR SARDH SCD SERAC1 SERPINE2 SFMBT1 SFR1 SFXN5 SGK1 SGO1 SGO2 SH3PXD2B SHCBP1 SHISAL2B SKA1 SKA3 SLC12A5 SLC16A14 SLC27A2 SLC29A1 SLC39A14 SLC5A3 SLC5A6 SLC6A8 SLF1 SMIM10 SNAI1 SPA17 SPAG5 SPC24 SPC25 SPDL1 SPECC1 SPINDOC SREBF1 SRSF12 SSX2IP ST8SIA2 STARD9 STIL STON2 STOX1 STRA6 STXBP6 SUV39H1 SUV39H2 SYNJ2 SYT11 TACC3 TAF5 TCEAL7 TCF7 TDP1 TEAD4 TEDC1 TEDC2 TENT5B TESMIN TFRC THNSL2 TICRR TIGAR TIMELESS TIPIN TK1 TMEFF1 TMEM178A TMEM37 TNFAIP3 TNFAIP8L1 TONSL TOP2A TOPBP1 TPM2 TPX2 TRAIP TRIP13 TRMT6 TRNP1 TROAP TSPAN2 TSPAN5 TTF2 TTI2 TTK TTLL5 TTR TUBB3 TUBB4A UACA UBE2C UBE2T UHRF1 UQCRHL USP43 USP49 VAV3 VCAN VRK1 WASF1 WDHD1 WDR76 WDR86 XRCC2 XRCC3 XXYLT1 YKT6 ZGRF1 ZNF442 ZNF695 ZNF724 ZNF730 ZNF788P ZNF850 ZSWIM6 ZWILCH HE_LIM_SUN_FETAL_LUNG_C1_EARLY_TIP_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C1_EARLY_TIP_CELL ACOT7 ACVR1B ALPL APOA1 APOC1 ARG2 AURKB BEX1 BIRC5 C1orf112 C5orf34 C6orf141 CBS CCNA2 CCNB2 CDC20 CDC45 CDC6 CDCA3 CDCA5 CDCA8 CDK1 CEACAM21 CENPE CENPF CENPH CENPM CENPN CENPU CENPW CHAF1A CHEK1 CHST6 CIP2A CLSPN CNFN COL26A1 COL9A1 CPXM1 CTNND2 CTPS1 CTXN1 DEPDC1B DLGAP5 DNA2 DSCC1 E2F1 FADS2 FAM83D FANCA FANCD2 FBXO5 FGF13 FOXM1 GADD45G GALNT6 GAS2 GINS4 GLDC GPC2 GTSE1 GUCY1A2 GYPC H1-1 H2AC13 H2BC9 H3C15 H3C2 HAGLROS HDC HNRNPA1L3 HSPA2 HSPA6 HSPB8 IHH KCNN1 KIF14 KIF20A LAMA1 LINC00511 LINC01224 LINC01315 LINGO1 LOXL3 MAD2L1 MASTL MCM10 MCM4 MCM6 MELK MND1 MPZ MYBL2 NCAPH NES NUDT11 NUF2 NUSAP1 ORC6 PARD6G-AS1 PBK PCDH17 PGP PIMREG PKN3 PLK1 PMAIP1 POC1A PRKCA PSMC3IP RAD54L RFX6 RND2 RNF175 SCD SERPINE2 SGO1 SHISAL2B SLC12A5 SNAI1 SPC24 SPC25 ST8SIA2 STRA6 SYT11 TACC3 TCEAL7 TK1 TMEFF1 TOP2A TPM2 TPX2 TRAIP TRIP13 TSPAN2 TTR TTYH1 TUBB3 UBE2C UBE2T UHRF1 UQCRHL VCAN WASF1 ZWINT HE_LIM_SUN_FETAL_LUNG_C1_GHRL_POS_NEUROENDOCRINE_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C1_GHRL_POS_NEUROENDOCRINE_CELL A1CF A4GALT ABCC8 ACSL1 AMPH ANK2 ANKH APLP1 ARFGEF3 ARHGEF26 ARX ATP2A3 BACE1 BTBD17 C21orf58 CA8 CACNA2D1 CACNB2 CACNG4 CADPS CALY CAMK2B CASZ1 CD200 CDH10 CDHR3 CELF3 CEP126 CFC1 CFC1B CHGA CHGB CLDN5 CLIP3 CNIH2 CNNM1 CNTNAP2 COL12A1 CPLX2 CXXC4 DIRAS2 DNAJC12 DPP10 DST ELAPOR1 EYA4 FFAR4 FSTL5 GABRB3 GHRL GNAO1 GNG2 GPBAR1 GPC6 GPRIN3 GPX3 HEPACAM2 HES6 HIVEP3 HLA-B IL1RAP INHBA INSM1 ISL1 JAKMIP2 KCNH2 KCNH6 KCNJ6 KIF1A KLHL32 LINC00261 LY6H LYSMD2 MAB21L4 MAFB MAP1B MAPK8IP1 MAPK8IP2 MAPRE3 MATN2 MIR7-3HG MMRN1 MS4A8 NAAA NEURL1 NEUROD1 NKX2-2 NLRP1 NPDC1 NRXN1 NSG2 PAPSS2 PCSK1 PCSK2 PDE8B PEX5L PGAM2 PLPPR2 PNMA2 PPP1R1A PROC PROX1 PSD PTPRN QPCT RAB26 RAB3B RAP1GAP2 RAPGEF4 RASA4 RASA4B RFX6 RGS17 RGS4 RIC3 RIMBP2 RIMS2 RNF128 RTN1 RUNDC3A RUNX1T1 SCG2 SCG3 SCGN SEMA3A SEZ6L2 SLC12A5 SNAP25 SNCA SPTSSB SRRM4 SSTR2 ST8SIA3 STMN2 STMN3 STX1A SV2B SYP SYT11 SYT4 SYT5 TAGLN3 TCEAL2 THSD4 TMEM176A TMEM176B TMEM51 TNFRSF21 TRNP1 TSPAN7 TTR UNC80 VSTM2L VTN VWA5B2 HE_LIM_SUN_FETAL_LUNG_C1_GHRL_POS_NE_PRECURSOR_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C1_GHRL_POS_NE_PRECURSOR_CELL A4GALT AAK1 ABCA2 ABCA5 ABCC8 ABLIM2 ACAP3 ACOT7 ACSL1 ACTL6B ADCY2 ADGRG1 ADGRL1 AGBL4 AKT3 AMPH ANK2 ANKH AP1AR APLP1 APPAT ARFGEF3 ARHGAP32 ARHGEF10L ARHGEF11 ARHGEF26 ARHGEF4 ARX ASCL1 ASCL2 ATP2A3 BACE1 BAHD1 BAIAP3 BCORL1 BEND7 BEX1 BEX5 BIK BTBD17 C14orf132 C15orf48 C21orf58 CA8 CACNA1A CACNA1H CACNA2D1 CACNB2 CACNG4 CADPS CALY CAMK1D CAMK2B CAPN15 CASZ1 CBFA2T3 CCDC28B CCSAP CD200 CDCP1 CDH10 CDHR3 CDKN2D CELF3 CENPF CENPS CEP126 CERS6 CFC1 CFC1B CHGA CHGB CIDEB CLDN5 CLIP3 CLN8 CNIH2 CNNM1 CNTN1 CNTNAP2 COL12A1 CRMP1 CRYM CTXN1 CXXC4 CYTH3 DACH1 DACH2 DCHS1 DCX DDC DDN-AS1 DEF8 DEPP1 DGKZ DIRAS2 DLG5 DLL3 DLL4 DNAJC12 DNAJC5 DOCK11 DOP1B DPP10 DPYSL3 DRAIC DST DUSP18 DUSP26 DUSP4 EFCAB11 ELAPOR1 ELAVL4 EMB ENO2 EPHA4 EXTL3 EYA4 FAM110B FAM131A FAM171A1 FAM215B FAM222A FAM227A FBXO44 FBXO6 FFAR4 FGF14 FLVCR1 FOXA3 FSTL5 FUT9 GABRB3 GAL3ST1 GALNS GCH1 GDAP1 GHRL GIPR GIT1 GLYCTK GNAO1 GNG2 GOLGA6L9 GPATCH11 GPBAR1 GPC6 GPR160 GPRIN3 GPX3 GRIK5 GRK3 GRP HEPACAM2 HES6 HIC2 HIRA HORMAD2-AS1 HSD11B1L HTR2C ICA1L IGFBP3 INHBA INSM1 INSR IQSEC1 IRS1 ISL1 ITGB8 ITPR1 JAKMIP2 JAM3 JRK KAT2B KCNH2 KCNH6 KCNJ11 KCNJ6 KCNMB2 KCNN3 KIF19 KIF1A KL KLC2 KLF12 KLF16 KLHL3 KLHL32 LARP6 LCMT2 LIN7B LINC00261 LINC00342 LINC01315 LINC01574 LINGO1 LRFN4 LRP11 LRRC24 LSS LY6H LYSMD2 LYST LZTS3 MAB21L4 MADD MAMDC4 MAMLD1 MAP1B MAP2 MAP4K2 MAP6 MAP7D3 MAPK15 MAPK8IP1 MAPKBP1 MAPRE3 MARK1 MAST1 MATN2 MCF2L MEGF9 MFSD6 MGAT3 MICAL3 MIR7-3HG MMP25-AS1 MMRN1 MS4A8 MSI1 MTMR7 MVB12B NAAA NACAD NAP1L5 NAV1 NBEA NCALD NCAM1 NDRG4 NEURL1 NEUROD1 NKX2-2 NLGN1 NLRP1 NLRP2 NOL4 NPDC1 NPIPA1 NPIPA5 NPIPB4 NRCAM NRG1 NRXN1 NSG2 NSMF NT5DC3 NUAK1 NUMBL OPTN ORAI2 PALM PAPSS2 PARD6A PCDH17 PCLO PCSK1 PCSK2 PDE2A PDE8B PFKP PGAM2 PKD1 PLCXD2 PLEKHH1 PLPPR2 PLXNC1 PNMA2 POU2F2 PPFIA3 PPIP5K1 PPP1R1A PPP2R5B PPP6R1 PRADC1 PRDM16-DT PRKCE PROC PROX1 PRXL2C PSD PTPRN PTPRN2 QPCT QSOX2 RAB26 RAB3B RALGDS RAP1GAP2 RAPGEF4 RASA4 RASA4B RASD1 RBM11 RCN3 RCOR2 REEP2 RFX2 RFX6 RGS11 RGS17 RGS4 RGS7 RHOU RIC3 RIMBP2 RIMKLA RIMS2 RIPPLY3 ROBO2 RPRM RPS21-DT RTL5 RTN1 RUNDC3A RUNX1T1 SAP30L SCAMP5 SCG2 SCG3 SCG5 SCGN SCN3A SCRN1 SDC3 SDK1 SEMA3A SERP2 SEZ6L2 SGPL1 SHISAL2B SLC12A5 SLC29A4 SLC38A11 SLC4A3 SLC6A8 SLC7A5 SLCO3A1 SMIM6 SMOC1 SNAP25 SNCA SOBP SPECC1 SPIRE2 SPR SPTBN2 SPTSSB SRGAP1 SRGAP3 SRRM4 SSTR2 ST6GALNAC5 ST8SIA3 STK32A STMN2 STMN3 STON2 STX1A STX2 STXBP1 SV2A SYNJ2 SYNJ2BP SYP SYT11 SYT13 SYT5 SYT7 TAGLN3 TBC1D24 TBL1X TCEAL2 TCEAL5 TCEAL7 TESK1 TEX2 THBS3 THSD4 TMED8 TMEFF1 TMEM178A TMEM198 TMEM51 TMEM65 TNFRSF21 TNFRSF25 TOM1L2 TOX TP53INP1 TPST2 TRAF3 TRAM2 TRIM3 TRNP1 TSPAN7 TTC39A TTC9 TTLL7 TTR TUBB3 TUT1 UNC80 USP27X USP41 VGF VPS33A VSTM2A VSTM2L VWA5B2 WASF1 WNK2 ZBTB18 ZDHHC14 ZDHHC8 ZFHX2 ZFTA ZNF646 ZNF793-AS1 HE_LIM_SUN_FETAL_LUNG_C1_INTERM_NEUROENDOCRINE_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C1_INTERM_NEUROENDOCRINE_CELL A4GALT ABCA5 ABCC8 ACSL1 ACTL6B ADAM28 ADCY1 ADCY2 ADGRG1 AK5 AMPH ANK2 ANKH AP3B2 APLP1 ARFGEF3 ARHGEF26 ASCL1 ASCL2 ATP2A3 BAALC BACE1 BAIAP3 BCL2 BICDL1 BIK BRSK2 BTBD17 C21orf58 CA8 CACNA1A CACNA1H CACNA2D1 CACNB2 CACNG4 CADM2 CADPS CAMK1D CAMK2B CASZ1 CBFA2T3 CCDC28B CD200 CDCP1 CDHR3 CEACAM1 CELF3 CFAP65 CFC1 CFC1B CHGA CHGB CHN2 CLDN5 CLIP3 CNIH2 CNTNAP2 COL12A1 CRH CRMP1 CTTNBP2 CXXC4 DACH1 DACH2 DCX DDC DEPP1 DLL3 DLL4 DNAJC12 DNER DOP1B DPP10 DPYSL3 DRAIC DST DUSP26 DUSP4 ELAPOR1 ELAVL4 EYA4 FAM110B FGF14 FSTL5 GABRB3 GCH1 GDAP1 GHRL GIPR GNAO1 GNG2 GPBAR1 GPR160 GPRIN3 GPX3 GRP HEPACAM2 HES6 HIVEP3 HSPA2 HTR2C ICA1L INHBA INHBB INSM1 IZUMO4 JAKMIP2 JAM3 KCNB2 KCNH2 KCNH6 KCNJ6 KCNMB2 KIAA0930 KIF19 KIF1A KL KLHL32 KLK11 KLK12 KSR2 LINC00261 LINC01315 LONRF2 LRATD2 LY6H LYST MAP1B MAP2 MAP6 MAPK8IP1 MAPK8IP2 MAPRE3 MARK1 MATN2 MIAT MIR7-3HG MMP25-AS1 MOXD1 MS4A8 MTMR7 NAAA NACAD NAP1L5 NAV1 NCAM1 NDRG4 NEGR1 NEURL1 NEUROD1 NKX2-2 NLRP1 NOL4 NPDC1 NPM2 NRXN1 OPTN OTULINL PALM PCDH17 PCLO PCSK1 PCSK2 PDZRN3 PGAM2 PLAC8 PLPPR2 POU2F2 PPP1R1A PROC PROX1 PRUNE2 PSD PTPRN PTPRN2 QPCT RAB26 RAB3B RAB3C RAP1GAP2 RASA4 RASA4B RASD1 RCOR2 REEP2 RFX6 RGS11 RGS17 RGS4 RGS7 RHBDL1 RIC3 RIMBP2 RIMS2 RNF128 RNF165 ROBO1 ROBO2 RPRM RTN1 RUNDC3A RUNX1T1 SCAMP5 SCG2 SCG3 SCG5 SCGN SCN3A SEMA3A SETBP1 SEZ6L2 SGSM1 SIX1 SLC12A5 SLC29A4 SLC38A11 SLC39A14 SLC7A4 SLIT1 SLITRK6 SMOC1 SMPD3 SNAP25 SPTBN2 SRRM3 SRRM4 SST SSTR2 ST18 ST6GALNAC5 STK32A STMN2 STMN3 STX1A STXBP1 STXBP5L SV2A SV2C SYP SYT11 SYT13 SYT14 SYT4 SYT5 SYT7 TACC2 TAGLN3 TCERG1L TECPR1 THSD4 TMEM169 TMEM176A TMEM176B TMEM178A TMEM51 TMOD2 TMPRSS3 TOX TOX3 TP53INP1 TRNP1 TTLL7 TUBB3 UNC79 VSTM2L VWA5B2 WDR17 WFS1 HE_LIM_SUN_FETAL_LUNG_C1_LATE_AIRWAY_PROGENITOR_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C1_LATE_AIRWAY_PROGENITOR_CELL AGR3 ANTXR2 ANXA1 AQP5 AQP5-AS1 ARSJ BANCR CAPS CFH CFHR1 CLIC5 CRTAC1 CYTL1 GAS6 ICAM1 ICAM4 LIPH LMO3 LURAP1L NCKAP5 NTN1 PCDH7 PCP4 RAB27B RP1 SULT2B1 HE_LIM_SUN_FETAL_LUNG_C1_LATE_BASAL_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C1_LATE_BASAL_CELL A4GALT ABI3BP ACTA2 ALPL ANXA1 ARSJ BOC CAPNS2 CASP1 CCDC122 CCNO CDKN1A CFH CH25H CHST9 CLDN1 CLDN10 COL14A1 COL1A2 COL7A1 CPNE8 CXCL1 CXCL6 CYP2S1 DKK3 DLK2 DST EGR3 EHD2 EHF EMP1 EPAS1 EVA1C EYA1 EYA2 F3 FBXO32 FHL1 FHL2 FJX1 FRZB FXYD5 GABRA1 GCLC GCNT1 GNG12 GPC3 HLA-B HS3ST1 IL33 JAG2 KITLG KLF2 KRT15 KRT5 LGALS1 LGALS7B LHFPL6 LMO3 LPCAT2 LYPD6B MARVELD1 MEG3 MT1E MYC NBL1 NPPC NRG1 NTF3 NTN1 OPTN PAX9 PDLIM2 PKP1 PMAIP1 PRNP PTGS2 PTPRE RARB RASSF6 REEP2 RGCC RGS10 RND3 S100A2 SCNN1B SCNN1G SFN SIX1 SLC5A7 SOSTDC1 SPINK5 ST6GALNAC2 STOM SULT2B1 TFAP2A TIMP1 TMEM150C TMEM40 TP63 TPM2 UBD VCAN WIPI1 WNT4 HE_LIM_SUN_FETAL_LUNG_C1_LATE_STALK_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C1_LATE_STALK_CELL ADIRF COL4A3 FILIP1 ICAM4 MSLN ST6GALNAC5 SUSD3 HE_LIM_SUN_FETAL_LUNG_C1_LATE_TIP_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C1_LATE_TIP_CELL ACOXL ADH1C ADORA1 AQP1 ASPG C10orf90 C11orf96 C16orf74 CD36 CDH16 CEMIP CLDN2 COL6A3 DLG2 ENG FGF20 FMN1 KCNJ5 LINC01331 LINC02038 MGLL NAPSA NOTUM PGC PPP1R1B RASGRF1 SFTPA1 SFTPA2 SHISA2 TMEM163 TNC HE_LIM_SUN_FETAL_LUNG_C1_MID_AIRWAY_PROGENITOR_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C1_MID_AIRWAY_PROGENITOR_CELL CALD1 CDH10 CDH2 CLDN10 COL6A2 CYTL1 ELAPOR1 FRMD3 GRHL1 MTTP NIBAN1 NTN1 PALMD RP1 SMOC2 THSD4 HE_LIM_SUN_FETAL_LUNG_C1_MID_BASAL_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C1_MID_BASAL_CELL A4GALT ABI3BP ADH7 ANXA1 BAALC BOC C16orf74 CAMK1D CAPNS2 CDCP1 CFH CH25H CHST9 CNTN1 CNTN4 COL14A1 COL17A1 COL1A2 COL5A1 COL7A1 CXCL14 CYP2S1 CYP2W1 DKK3 DLK1 DLK2 DPYSL3 DST EHF ELN EMP1 EMP3 EPAS1 EVA1C EYA1 EYA2 F3 FAM107A FBLN2 FBN1 FHL1 FHL2 FRZB FXYD5 GAS6 GPC3 GYPC HCAR2 HCAR3 HS3ST1 HSPA2 IFI16 IGFBP4 IL1RAP IRAG2 ISL1 ITGB4 JAG2 JAM3 KISS1 KLK10 KRT13 KRT14 KRT15 KRT5 LDLRAP1 LGALS1 LGALS7B LGR4 LHFPL6 LINC01133 LINC01503 LPAR6 LSP1 LTB4R2 LYPD6 LYPD6B MAFB MAOA MEG3 MEIS1 MT1E MYC NBL1 NCS1 NPDC1 NPPC NRG1 NRXN3 NTF3 NUAK1 NUPR1 OPTN OTX1 PART1 PAX9 PCDH7 PFKP PITX1 PKP1 PLXDC2 PNCK PROM1 PRRG4 PTGES RARB RARRES2 RASSF6 REEP2 RGS10 RGS14 RHBDL1 RMDN2 S100A2 SCGB3A1 SCNN1B SCNN1G SEMA3A SERPINE2 SERTAD4 SFN SIX1 SLC20A2 SLC5A7 SLIT3 SLITRK6 SLPI SNAI2 SOSTDC1 SOX15 SPARCL1 SPDEF SPINK5 SULF2 SULT1E1 SYTL1 TENM4 TFAP2A TFPI2 THSD4 TIMP1 TMEM150C TNFAIP8 TP63 TP73 TRIM29 VCAN ZNF385A ZNF385D HE_LIM_SUN_FETAL_LUNG_C1_MUC5AC_POS_ASCL1_POS_PROGENITOR_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C1_MUC5AC_POS_ASCL1_POS_PROGENITOR_CELL ABCG1 ACKR3 ACTL10 ASCL1 CACNA2D1 CALML3 CAMK1D CDC25B CDH2 CEACAM6 CHST9 CLDN10 CPXM2 CRACDL CRISPLD2 DLL1 DLL3 DRAIC ESPN FAM13C FMOD FSTL5 G0S2 HES6 IGFALS IGSF1 KIF19 LFNG LNX1 MAB21L4 MFNG MUC5AC MYCL NLGN1 OXTR PCP4 PHACTR3 PIGW PLLP RASAL1 RASD1 RNF186 RPRM SARDH SCNN1A SMOC2 SNCAIP SPX SRGAP1 SULT2B1 TEX45 TOX3 USHBP1 HE_LIM_SUN_FETAL_LUNG_C1_PROXIMAL_BASAL_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C1_PROXIMAL_BASAL_CELL A1BG A4GALT ABI3BP ACKR3 ADAM28 ADGRF1 ADH7 ALOX15 ANXA1 BAALC BHLHE40 BOC C16orf74 CAMK1D CAPNS2 CD40 CD82 CDCP1 CDKN1A CFH CH25H CHST9 CLDN1 CLDN10 COL14A1 COL17A1 COL1A2 COL6A2 COL7A1 CSTA CX3CL1 CXCL1 CXCL6 CYP2S1 CYP2W1 CYP4X1 DAPL1 DCN DGKH DKK3 DLK1 DLK2 DMRT2 DST EDARADD EDN1 EHD2 EHF ELN EMP1 EMP3 EPAS1 EVA1C EYA1 EYA2 F3 FAM107A FAT2 FBXO32 FHL1 FHL2 FMO1 FOSL1 FRZB FXYD5 GADD45G GCLC GJB2 GLIS3 GNG11 GNG12 GPC3 GPNMB GRAMD2B HCAR2 HCAR3 HLA-B HS3ST1 HSPA2 IFI16 IFITM1 IGFBP3 IGFBP4 IL1RAP IL33 IRAG2 ISL1 ITGB4 KISS1 KLF2 KLK10 KLK11 KRT13 KRT14 KRT15 KRT5 LARP6 LGALS1 LGALS7 LGALS7B LGR6 LINC01644 LMO2 LPAR6 LRP4 LSP1 LTB4R2 LYPD6B MAFB MARVELD1 MEG3 MEIS1 MFAP4 MMP10 MUC20 MUC4 MYC NBL1 NDUFA4L2 NLRP1 NMRK1 NPPC NR4A2 NRG1 NRXN3 NTF3 NUPR1 NXPH4 OPTN OTX1 PAPSS2 PART1 PAX9 PCP4L1 PFKP PITX1 PKP1 PLAT PNCK PRNP PROM1 PRRG4 PSPH PTGES RAPGEF5 RARRES2 RASSF6 RETREG1 S100A2 SCNN1B SCNN1G SEMA3A SERPINB5 SERTAD4 SERTAD4-AS1 SFN SGK1 SH3BP1 SIX1 SLC15A2 SLC20A2 SLC2A9 SLITRK6 SLPI SNCA SOSTDC1 SOX15 SPARCL1 SPINK5 ST6GALNAC2 STEAP1 STING1 STXBP6 SULF2 SYNPO2 TFAP2A TFPI2 TGFB1 TGFBI TIMP1 TMPRSS4 TNFAIP8 TNFSF10 TNNT3 TP63 TP73 TPM2 TRIM29 TSHZ2 VCAN WNT10A WNT4 WNT6 HE_LIM_SUN_FETAL_LUNG_C1_PROXIMAL_SECRETORY_1_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C1_PROXIMAL_SECRETORY_1_CELL ACKR3 ADAM28 ADRA2A AGR3 ANKRD35 ANXA1 ARFGEF3 ATP2A3 ATP2C2 B3GALT5 BCL6 BRINP2 CA10 CAMK1D CAPN8 CAPS CCNO CEACAM6 CFH CH25H CHST9 CP CRYM CTSW CX3CL1 CXCL1 CXCL2 CXCL3 CXCL8 CYTL1 DPYSL3 EFHD1 EHF ELAPOR1 FAM3D FCGBP FNBP1 GALNT12 GK GRHL1 GSTA1 HCAR2 HPGD HS3ST1 IRAG2 ISL1 ITIH2 JAKMIP2 KDR KLK10 KLK11 KRT4 LCN2 LINC01645 LIPH LUZP2 LYPD6B MEG3 MET MLPH MT3 MUC15 MUC16 MUC20 MUC5B NDUFA4L2 NEGR1 NT5E NTM NXPH4 PLAAT4 PLAT PLEKHS1 PLPP2 RHOV RNF150 RUNX1 S100A9 S100P SCGB1A1 SCGB3A1 SCGN SCNN1A SERPINA1 SFTA1P SFTPA2 SIX1 SLC15A2 SLITRK6 SLPI SOD3 SPDEF SPINK5 ST6GALNAC1 ST8SIA4 STEAP4 SULT2B1 TFPI TIAM1 TIMP1 TMEM150C TMEM45A TNFSF10 TOX3 TSPAN1 VTCN1 WIPI1 WNK2 ZNF385B HE_LIM_SUN_FETAL_LUNG_C1_PROXIMAL_SECRETORY_2_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C1_PROXIMAL_SECRETORY_2_CELL ABCG1 ABO ACKR3 ACSL4 ADAM28 ADGRF1 ADORA2B ADRA2A AGR3 ALDH3B1 ALOX15 ALPL AMN ANG ANKRD35 ANXA1 AQP5 ARAP2 ARFGEF3 ARHGAP23 ARHGAP27 ARHGAP32 ARHGDIB ARHGEF38 ARSJ ATP12A ATP13A4 ATP2A3 ATP2C2 B3GALT5 B4GALT5 BCL6 BHLHE40 BICDL2 BIK BMPR1B BPIFB1 C3 C4orf19 CA10 CAMK1D CAPN8 CAPNS2 CAPS CCDC80 CCNO CD82 CDC42BPG CDKN1A CEACAM6 CFH CFLAR CH25H CHRM3 CHST9 CNGA1 CNTN1 CNTN3 COL6A2 COMTD1 CP CPAMD8 CRACR2A CREB3L1 CRYM CSTA CTSW CX3CL1 CXCL1 CXCL2 CXCL3 CXCL8 CYBRD1 CYP2F1 CYP2J2 CYTL1 DAPP1 DDI2 DEFB1 DEGS2 DGKH DLK1 DNAH5 DNAJA4 DOCK5 DOCK9 DPYSL3 DTX2 DUSP4 EBF4 EEIG2 EFHD1 EGR3 EHF ELAPOR1 EMP1 ENTPD5 EPAS1 EPS8L1 ERN2 FAM181A FAM3D FCGBP FKBP11 FNBP1 FXYD5 FYB2 GABRP GALNT12 GBP3 GGT6 GK GLIPR2 GLIS3 GRAMD2B GRHL1 GRHL3 GSTA1 HCAR2 HEY1 HLA-B HPGD HS3ST1 IFITM1 IKBKE IL1R1 IQGAP2 IRAG2 ISG20 ISL1 ITGB4 JAKMIP2 KCNK6 KDR KIAA1671 KLK10 KLK11 KLK13 KRT13 KRT15 KRT4 KRT5 KRT7 LCN2 LGALS9 LHFPL6 LIPH LMO3 LMTK3 LNX1 LRG1 LRIG1 LSP1 LUZP2 LYPD3 LYPD6B MAB21L4 MAFB MAP1B MB MCC MCTP2 MEG3 MEIS1 MET MFSD6 MLPH MPZL3 MT1E MT3 MUC15 MUC16 MUC20 MUC4 MUC5B MYB MYC NAMPT-AS1 NDUFA4L2 NEBL NECTIN4 NIBAN1 NPDC1 NPNT NR4A2 NRXN3 NTM NTN1 NUPR1 NXPH4 OPTN PAG1 PAPSS2 PAQR4 PAX1 PAX9 PER2 PHLDB3 PLAAT3 PLAAT4 PLAT PLEKHS1 PLLP PLPP2 PLXND1 POF1B PPM1L PROM1 PRRG4 PSCA PTGFR RAB27B RASL11A RGS10 RHOV RIMS1 RND3 RNF150 RUNX1 S100A2 S100A9 S100P SAMHD1 SCGB1A1 SCGB3A1 SCNN1A SEMA3A SEMA3D SERPINA1 SFN SFTA1P SFTPA2 SH2D3A SIX1 SLC15A2 SLC16A11 SLC1A5 SLC22A23 SLC30A1 SLC44A4 SLCO4C1 SLITRK6 SLPI SMIM22 SMIM31 SOD3 SOSTDC1 SOX21 SPDEF SPINK1 SPINK5 SPTBN2 SRGAP1 ST6GALNAC1 STEAP1 STEAP4 STING1 STXBP6 SULT2B1 SYBU SYTL2 TF TFAP2A TFPI TGM2 TIAM1 TIMP1 TLL1 TLR5 TM4SF1 TMC5 TMEM144 TMEM150C TMEM176A TMEM176B TMEM40 TMPRSS4 TNFAIP8 TNFRSF14 TNFSF10 TNNT3 TOX3 TPCN1 TRERF1 TRIM22 TRPM4 TSPAN1 TSPAN5 TSPAN8 UPK1B UPK2 VCAN VIPR1 VSIR VTCN1 WDR49 WIPI1 WNK2 WNT5A ZBTB7C ZNF750 HE_LIM_SUN_FETAL_LUNG_C1_PROXIMAL_SECRETORY_3_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C1_PROXIMAL_SECRETORY_3_CELL A4GALT ABO ADGRF1 AGR3 ALDH1A3 ALPL AMOT ANKRD18A ANKRD35 ANKS6 ANXA1 ARAP2 ARHGAP32 ASS1 ATP12A ATP13A4 B3GNT3 BBOF1 BHLHE40 BICDL2 BIK BORCS8 BSPRY BST1 C15orf48 C15orf62 C3 CAMK1D CAPNS2 CAPS CASC2 CASZ1 CCDC113 CCDC122 CCL20 CCNO CD82 CDKN1A CDR2L CEACAM6 CFH CFLAR CH25H CHST9 CKMT1B CLDN1 CLDN10 CLUH COG8 CPAMD8 CSTA CXCL1 CXCL6 CYP2F1 CYP2J2 DGKA DNAJA4 DUS1L EDN1 EHD2 EHF ENSG00000233223 EPAS1 EPB41L4B ERMP1 ETV3 EYA2 FAM3D FBLN2 FBN1 FUOM FUT2 FUT3 FXYD5 GABRP GLIPR2 GLIS3 GNA15 GRAMD2B GRHL1 GRHL3 GTPBP2 HCAR2 HCAR3 HEY2 HLA-B HS3ST1 HTATIP2 IFI6 IFITM1 IGFBP3 IGFBP4 IL32 ISG20 ITGB4 ITGB8 KCNK6 KDM7A KIAA1671 KIF26B KLHL5 KLK11 KRT15 KRT4 KRT5 KRT6B KRT7 KSR1 LCN2 LGALS9 LGR4 LINC01133 LIPH LMTK3 LOXL1-AS1 LPAR6 LRRC4 LSP1 LYN LYPD6B MAFB MAP3K6 MCM8 MEG3 MEG8 MESP1 MPZL3 MSLN MUC15 MUC16 MUC20 MUC4 MX1 MYB N4BP3 NDUFA4L2 NEBL NECTIN1 NPDC1 NUDT8 NUPR1 NXPH4 OPTN OSCP1 PAQR4 PART1 PAX9 PDE8A PFKP PGM2L1 PHLDB3 PITPNM1 PKP1 PLAAT3 PLAAT4 PLAC8 PLEKHG5 PLEKHM1 PRADC1 PRKCH PROM1 PRR15 PRRG4 PSMB10 RAI1 RGS10 RHOV RND3 S100A2 S100A9 S100P SAMHD1 SCGB1A1 SCGB3A1 SEMA3F SERPINB2 SEZ6L2 SFN SGPP2 SIX1 SLC15A2 SLC1A5 SLC31A1 SLC39A11 SLC44A4 SLCO3A1 SLCO4C1 SLFN5 SLPI SMIM31 SMIM5 SNTB1 SOD3 SPINK5 SPIRE2 SREBF1 ST6GALNAC1 STEAP4 STXBP6 SULT2B1 SYTL2 TBC1D30 TFAP2A TLR5 TM4SF1 TMEM184A TMEM40 TNFAIP2 TNFAIP8 TNFRSF14 TNFSF10 TNNT3 TONSL TRIM29 TRMT2B TSHZ2 TSPAN1 TSPAN5 UBD UPK1B VAMP5 VCAN VSIR VTCN1 WIPI1 XKRX HE_LIM_SUN_FETAL_LUNG_C1_PROXIMAL_SECRETORY_PROGENITORS_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C1_PROXIMAL_SECRETORY_PROGENITORS_CELL ABCA7 ADRA2A AGR3 ANXA1 ARFGEF3 ARHGEF38 ARSJ ASAP1 ATP2A3 BCL6 BHLHE40 BMPR1B BRINP2 CAMK1D CAPNS2 CAPS CCL2 CCNO CDH2 CDKN1A CEACAM6 CFH CHST9 CNTN1 COL16A1 COL6A2 COMTD1 CP CRIM1 CRYM CXCL1 CXCL2 CXCL8 CYBRD1 CYTL1 DGKH DPYSL3 DRAIC DUSP10 DUSP4 EHF ELAPOR1 EMP1 EPB41L4A FMO2 FNBP1 FOXO1 GK GLIPR2 GLIS3 GRHL1 HCAR2 HPGD HS3ST1 IFITM1 ISG20 ISL1 ITGA1 ITGB4 ITIH2 JAKMIP2 KCNE5 KDR KLK10 KLK11 KRT15 LHFPL6 LINC01503 LIPH LMO3 LMTK3 LNX1 LYPD6B MAFB MAGI2 MEG3 MEIS1 MLPH MUC15 MUC20 MUC5B MYC NDUFA4L2 NEBL NIBAN1 NPNT NR4A2 NTN1 NXPH4 OSR1 PAG1 PAPSS2 PAQR4 PAX9 PCDH7 PFKP PLAT PLPP2 PROM1 PRSS12 PWWP3B RHOV RND3 RUNX1 S100A2 S100P SAMHD1 SCGB3A1 SCUBE3 SERPINA1 SIX1 SLC44A4 SLITRK6 SLPI SOD3 SPDEF SPINK1 SPINK5 ST6GALNAC1 STEAP4 STING1 SULT2B1 TIMP1 TLL1 TLR5 TMEM150C TMEM40 TMPRSS4 TNFSF10 TRIM14 TSPAN1 VCAN WDR49 WIPI1 ZNF385B HE_LIM_SUN_FETAL_LUNG_C1_PULMONARY_NEUROENDOCRINE_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C1_PULMONARY_NEUROENDOCRINE_CELL A4GALT ADA ADAM28 ADCY1 ADCY2 ADGRG1 AMIGO2 ANK2 ANKH AP3B2 APLP1 ARFGEF3 ASCL1 ATP2A3 BAALC BCL2 BEX1 BEX5 BIK BMERB1 CA8 CACNA1A CACNA1H CACNA2D1 CACNB2 CADM2 CADPS CALCA CAMK1D CAMK2B CASZ1 CBFA2T3 CCDC28B CELF3 CFAP65 CHGA CHGB CHN2 CHRD CLIP3 COL22A1 CORO7 CPLX2 CRMP1 CXXC4 DACH1 DACH2 DCX DDC DEUP1 DLL3 DLL4 DNAJC12 DNER DPP10 DPYSL3 DRAIC DTNA DUSP26 EFHD2 ELAPOR1 ELAVL4 ENO2 ESPL1 ESPN FAM13C FGF14 FLT4 FREM1 FSTL5 GABRB3 GALNT13 GCH1 GDAP1 GFRA3 GNB5 GNG4 GPM6A GRIA2 GRIK2 GRP HEPACAM2 HES6 HOXB5 INA INHBB INSM1 IZUMO4 JAKMIP2 JAM3 KCNA4 KCND3 KCNH2 KCNH3 KCNH6 KCNJ6 KCNMA1 KIF19 KIF1A KLK11 KLK12 KRT7 KSR2 LHFPL6 LINC00261 LINC01315 LRATD1 LYPD1 LYSMD2 MAOB MAP1B MAP6 MAPK8IP1 MAPRE3 MARK1 MEG3 MGAT4C MIAT MMP11 MS4A8 MTMR7 NAAA NCALD NDUFA4L2 NEBL NEGR1 NEURL1 NKAIN2 NLRP1 NOL4 NPDC1 NPTX1 NPW NR0B2 NRSN1 NRXN1 NXPH4 OPTN OTULINL PCDH9 PCSK2 PDGFD PDZRN3 PGAM2 PHGR1 PKD2L1 PKIB PLPPR2 PNPLA7 PPP1R1A PROX1 PRUNE2 PSD PTPRN2 QPCT RAB3B RALYL RAPGEF4 RASA4B RASD1 REEP2 RET RETREG1 RGS11 RGS17 RGS4 RGS7 RHBDL1 RIC3 RIMKLA RIMS2 RINL ROBO1 RPRM RUNX1T1 SCAMP5 SCG2 SCG3 SCG5 SCGN SCN3A SCNN1A SEZ6L2 SIX1 SLC16A11 SLC18A1 SLC1A5 SLC35D3 SLC36A4 SLCO3A1 SLITRK6 SMIM22 SMIM32 SMOC2 SMPD3 SNAP25 SNCA SPHKAP SRGAP1 SRRM4 SST ST18 STMN3 STX1A SYBU SYP SYT1 SYT11 SYT13 SYT4 SYT5 TACC2 TAGLN3 TCEAL2 TCEAL7 TCERG1L TENT5A TEX45 TIMP1 TMEM176A TMEM176B TMEM178A TMEM184A TMEM51 TMOD2 TOX3 TPBG TRIM46 TRMT9B TTC39A TUBB3 USP41 VWA5B2 HE_LIM_SUN_FETAL_LUNG_C1_PULMONARY_NE_PRECURSOR_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C1_PULMONARY_NE_PRECURSOR_CELL A4GALT ABCA5 ADAM28 ADCY1 ADCY2 ADGRG1 AKT3 AMIGO2 ANK2 ANKH AP3B2 APLP1 ARFGEF3 ASB13 ASCL1 ASCL2 ASNS ATL1 ATP2A3 BAALC BAIAP3 BCL2 BIK BMERB1 BTBD17 CA8 CACNA1A CACNA1H CACNA2D1 CACNB2 CADM2 CADPS CALCA CAMK1D CAMK2B CASZ1 CBFA2T3 CCDC181 CCDC28B CDH2 CDKN2D CELF3 CEP126 CFAP65 CFC1 CFC1B CHGA CHGB CHN2 CHRD CLDN5 CLIP3 CNIH2 COL22A1 COMTD1 CPEB3 CPLX2 CRMP1 CXXC4 DACH1 DACH2 DCX DDC DENND4A DGKZ DLL3 DLL4 DMPK DNAJC12 DNER DOP1B DPP10 DPYSL3 DRAIC DST DUSP10 DUSP26 EFHD2 EGLN3 ELAPOR1 ELAVL4 ELOVL7 EPB41L4A ERC2 ESPL1 ESPN FAM13C FBXW7 FGF14 FNBP1 FREM1 FSTL5 GAB2 GABRB3 GALNT13 GCH1 GCNT1 GDAP1 GFRA3 GNB5 GNG4 GPC6 GPM6A GRIA2 GRP HEPACAM2 HES6 HOXB5 INA INHBB INPP1 INSM1 IQSEC1 IZUMO4 JAKMIP2 JAM3 KCNA4 KCND3 KCNH2 KCNH3 KCNH6 KCNIP3 KCNJ6 KCNMA1 KCNT2 KIF19 KIF1A KLK11 KLK12 KRT7 LFNG LHFPL6 LINC00261 LINC01315 LMBRD2 LRATD1 MAOB MAP1B MAP2 MAP6 MAPK8IP1 MAPRE3 MARK1 MCF2L MEG3 MFSD6 MGAT4C MIAT MIR200CHG MISP3 MS4A8 MTMR7 NAAA NAALADL1 NAV1 NBEA NCALD NCAM1 NDRG4 NDUFA4L2 NEBL NEGR1 NEURL1 NEURL1B NEUROD1 NLRP1 NOL4 NPDC1 NPTX1 NR0B2 NRCAM NRG1 NRXN1 NXPH4 OPTN OTULINL PCDH17 PCLO PCSK2 PDGFD PDZRN3 PGAM2 PHGR1 PKIB PLCB4 PLCL1 PLPPR2 PNPLA7 PPP1R1A PPP2R5B PROX1 PRUNE2 PSD PTPRN PTPRN2 QPCT RAB26 RAB30 RAB3B RAB6B RALYL RAP1GAP2 RAPGEF4 RASA4 RASA4B RASD1 RASSF6 RCOR2 RETREG1 REXO1 RGS11 RGS17 RGS4 RGS7 RHBDL1 RIC3 RIMBP2 RIMKLA RIMS2 RINL ROBO1 RPRM RTN1 RUNDC3A RUNX1T1 SCG2 SCG3 SCG5 SCGN SCN3A SCNN1A SERP2 SEZ6L2 SH3BP4 SIX1 SLC16A11 SLC18A1 SLC29A4 SLC35D3 SLC36A4 SLC6A8 SLCO3A1 SLIT1 SLITRK6 SMIM22 SMIM32 SMOC1 SMOC2 SMPD3 SNAP25 SOBP SOX21 SPECC1 SPTBN2 SRGAP1 SRRM4 SST ST18 ST8SIA3 STMN2 STMN3 STX1A SYP SYT1 SYT11 SYT13 SYT4 SYT5 SYT7 TACC2 TAGLN3 TAMALIN TBC1D24 TBX1 TCEAL2 TCEAL5 TCERG1L THSD4 TIGAR TIMP1 TMEM176A TMEM176B TMEM178A TMEM181 TMEM184A TMEM51 TMOD2 TMPRSS3 TNFRSF21 TOX TOX3 TPBG TRIM46 TRMT9B TTC39A TTLL7 TUBB3 USP20 USP41 VGF VWA5B2 WIPI1 WSB2 ZMAT3 HE_LIM_SUN_FETAL_LUNG_C1_SMG_BASAL_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C1_SMG_BASAL_CELL ABCA13 ABCG1 ABTB2 ACP5 ACTA2 ACTG2 ACVR1B ADAMTS18 ADAMTS2 ADCK1 ADM AEBP1 AK4 ANGPT2 ANO1 APOD ARSJ BCL2 BCL2A1 BDH1 BHLHE40 BIRC3 BOC C17orf49 C1QTNF1 C6orf141 CA12 CAVIN1 CCDC122 CCDC146 CCDC28B CCDC3 CCDC74A CCL2 CCL20 CD200 CD40 CD70 CD82 CDKAL1 CDKN1A CEP55 CFH CFLAR CHST15 CHST9 CLDN1 CLDN10 CNFN COL14A1 COL16A1 COL1A2 COL22A1 COL4A1 COL5A1 COL7A1 COL9A1 CPXM1 CRYBG1 CSPG4 CSTA CX3CL1 CXCL1 CXCL2 CXCL3 CXCR4 CYP4X1 CYTH1 DAPL1 DCLK1 DDIAS DDX60 DGKA DKK3 DLK1 DLK2 DLL3 DMRTA2 DSCC1 DST DUSP5 EDAR EFHD1 EGR3 EHF ELAPOR1 EMP3 EOGT ETV4 EVA1C EYA2 FABP7 FAM216A FAS FBLN2 FBXO32 FBXO6 FERMT1 FEZ1 FGF3 FGFR1 FHL2 FMNL3 FNBP1 FOXC1 FRMD4A FRZB FST FXYD5 FZD7 GABRG3 GABRP GAS6 GCLC GFRA1 GINS3 GLCE GNG12 GNG2 GPM6B GPX2 GXYLT2 GYPC HEY1 HLA-B HLA-DPB1 HPDL HPRT1 HS3ST1 HSPA4L HTRA1 IFI16 IFIH1 IFITM1 IGFBP3 IGFBP4 IL17RD IL27RA IL32 IQCJ-SCHIP1 ISL1 ISLR ITGA9 ITGB4 ITGB6 ITM2A ITPR2 KCNAB3 KCNMB4 KCNN4 KIAA0825 KIAA1549L KITLG KLF2 KLHL13 KLK10 KNL1 KREMEN2 KRT14 KRT15 KRT23 KRT5 LAMA1 LAMA4 LAMP5 LAYN LEF1 LGALS1 LGALS9 LGR6 LHFPL2 LHFPL6 LINC01315 LINC01503 LPAR6 LPGAT1 LPL LRP4 LSAMP LSP1 LTB LUZP1 LY75 MAMDC2 MAP1B MAP2 MARCHF3 MARK1 MARVELD1 MCAM MCC MCUB MEG3 MEIS1 MFAP4 MGP MIA MMP16 MOXD1 MPPED2 MT1E MTBP MX1 MYB MYC NAAA NAMPT-AS1 NAP1L5 NBL1 NCALD NDE1 NEDD4 NEFH NEIL3 NFATC1 NFE2L3 NGFR NID1 NLRP1 NPB NPDC1 NPL NPPC NRP2 NRTN NTN1 NTRK2 NTRK3 NUDT11 NUPR1 OCA2 ODF3B OPTN OSR1 PADI2 PAK3 PALLD PAPSS2 PAQR4 PART1 PAX9 PDE4B PDZRN3 PFKP PGAP1 PHLDA1 PHLDA3 PITX1 PKP1 PLAT PLAU PLPP2 PLXDC2 PMAIP1 PMP22 PPP1R14A PPP1R18 PRKAR2B PRLR PRNP PROM1 PSTPIP2 PTGER4 PTK2B PTPRE PTX3 QPCT RAB30 RAC2 RAPGEF5 RARB RASIP1 RASSF6 RBL1 RCBTB2 REEP2 RELL1 RELL2 RFLNA RFLNB RGS10 RIC3 RND1 ROBO1 ROBO2 ROPN1 S100A2 S100B SAA1 SCARB1 SCD SELENOM SEMA6A SEMA6D SEPTIN4 SERPINE2 SERTAD4 SEZ6L2 SFN SFRP1 SGK1 SH3BP1 SH3BP5 SHISA2 SIRPA SIX1 SLC16A1 SLC1A1 SLC35F3 SLC6A8 SLCO3A1 SLFN12 SLIT3 SMOC2 SNAI2 SNCA SOSTDC1 SOX10 SOX15 SPARCL1 SPEG SPHK1 SPRY4 SRGAP3 SSPN ST20-AS1 ST3GAL4 ST6GALNAC2 STK38L STMN3 STOM STOX1 STRA6 STXBP6 SULF1 SYNPO2 TCEAL2 TFAP2A TFAP2C TGFA THY1 TIAM1 TICAM1 TM4SF1 TMEM158 TMEM200A TNFAIP2 TNFAIP3 TNFAIP8 TNFRSF14 TNFRSF4 TNFSF10 TNS4 TP63 TPM2 TRAF3 TRIM14 TRIM29 TRMT12 TRNP1 TRPV4 TSHZ2 TSLP TSPAN2 TTC39C TUBB6 TYMP UACA UBAC1 UBD USP31 VCAM1 VCAN VSIR VWA2 WNT10A WNT10B ZHX2 ZNF490 ZNF565 HE_LIM_SUN_FETAL_LUNG_C1_SMG_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C1_SMG_CELL A1BG A2M AACS ABCA3 ABCB10 ABHD15 ABHD17B ABHD17C ABO ACP5 ACSL4 ADAD2 ADAM28 ADGRG1 ADIPOR2 ADM2 AEBP1 AEN AGAP5 AGFG2 AJM1 AK4 ALDH1A3 ANG ANGPT2 ANKRD35 ANKRD9 ANO1 ANPEP ANXA1 APOBEC3C AQP5 AQP5-AS1 AREG AREL1 ARHGAP27 ARHGAP31-AS1 ARHGDIB ARHGEF11 ARHGEF3 ARHGEF35 ARHGEF37 ARHGEF38 ARID5A ARRDC4 ARSJ ASB13 ASS1 ATG2A ATL1 ATL3 ATP12A ATP2A3 ATP6V1E2 AVPI1 AZGP1 B3GNT3 B3GNT5 BAIAP3 BAK1 BARX2 BBS5 BCAR3 BCDIN3D BCL2 BCL3 BEND7 BHLHE40 BICDL2 BIK BLM BMAL1 BOK BORCS6 BPGM BTBD6 C10orf143 C14orf93 C17orf49 C17orf58 C19orf73 C1orf115 C2CD4D C4orf19 C4orf47 C8orf58 C9orf152 CA8 CAB39L CALCRL CALML5 CAPN10 CAPS CARD6 CASC8 CASP4 CASZ1 CATSPERG CAVIN1 CAVIN3 CBFB CBLC CBR3 CBS CBX4 CCDC146 CCDC160 CCDC163 CCL20 CCL28 CCNO CCSAP CCT6B CD14 CD3E CD40 CD82 CD83 CDC42BPG CDC42EP2 CDCP1 CDKN1A CDR2 CEACAM6 CEP120 CFB CFD CFH CHAF1B CHFR CHRM1 CHRM3 CHRNA7 CHST9 CITED4 CKMT2-AS1 CLCF1 CLDN10 CLDN8 CLDND2 CLGN CLMN CLPB CLYBL CNFN CNGA1 CNNM4 CNTN4 COBL COG8 COL28A1 COL6A2 COMTD1 CP CPEB2 CRACR2A CRIM1 CRLF3 CRPPA CRYAB CRYBB2 CRYM CSK CSTA CX3CL1 CXCL1 CXCL2 CXCL3 CXCL6 CXCL8 CYB5R2 CYP2F1 CYP4V2 CYP4X1 CYTH3 DAGLB DCUN1D1 DEAF1 DEFB1 DENND1A DENND5A DEPTOR DGKA DGKH DHRS12 DHRS4L2 DNAJC28 DOCK9 DSC2 DST DTX2 DTX4 DUSP4 EDEM1 EFHD1 EHF EIF4EBP3 ELAPOR1 ELMO1 EMB EML5 ENDOG ENTPD2 ENTPD3-AS1 EPHX4 EPS8L1 ERAP2 ERCC6L2-AS1 ESYT2 ETV4 EVA1C EXTL3 EYA2 EZH1 F3 F8A1 FABP7 FAM229A FAM3D FAM83A FAM83E FAM83H FAN1 FAT2 FBLN2 FBXL8 FBXO27 FBXO32 FBXO6 FCGBP FCMR FGD5 FGFRL1 FGGY FHL2 FKBP11 FMO5 FMOD FNDC10 FOLH1 FOSL1 FOXC1 FOXO1 FOXQ1 FOXRED2 FRAT2 FRMD4A FRMD6 FRZB FUT2 FXYD5 FYCO1 GABBR1 GABRP GAL3ST4 GALNT12 GALNT6 GATM GBA1 GBP1 GCLM GDPD5 GFM1 GGT6 GHDC GHR GK GK5 GLIPR2 GLIS3 GLYATL2 GMPR GNA15 GNE GNG7 GPR137B GPR173 GRAMD2B GRHL1 GRTP1 GSTA1 GXYLT2 H2AC15 HAPLN3 HARBI1 HDHD5-AS1 HEY1 HEY2 HHAT HHLA3 HIVEP3 HLA-B HS3ST1 HSD17B2 HSD3B7 HSH2D HTRA1 IDH1-AS1 IFI16 IFNAR2 IGFBP3 IGFBP4 IKBKE IL17RC INHBA INHBB INSR IQCE IQCH IQCH-AS1 IQGAP2 IQSEC2 ISG20 ISL1 ITFG2-AS1 ITGB4 ITGB8 ITPKC ITPR2 ITPRIPL1 JDP2 KANK4 KAT2B KAZALD1 KCNK6 KCNMA1 KCNN4 KCTD14 KHDRBS3 KIAA1671 KIF13B KIF16B KLF11 KLF9 KLK10 KLK11 KRT14 KRT15 KRT23 KRT4 KRT6B KRT7 KRT86 LARS2 LCN2 LENG9 LGALS9 LGR4 LHFPL2 LINC00342 LINC00649 LINC00847 LINC00920 LINC00992 LINC01023 LINC01133 LINC01198 LINC01473 LINC01535 LINC01644 LINC01876 LINC01889 LINC02188 LIPE-AS1 LMBRD2 LNX1 LPAR6 LPCAT2 LPGAT1 LRATD1 LRIG1 LRRC1 LRRC26 LSP1 LTC4S LTF LURAP1L LYN LYPD3 LZTS3 MAFB MANSC1 MAP1B MARCHF2 MARCHF3 MCC MEG3 MEIS1 MESP1 METRN METTL7A MFSD6 MFSD6L MGAT2 MGP MHENCR MIA MIATNB MICALL1 MICALL2 MIF4GD MIR200CHG MIRLET7BHG MKRN2OS MLPH MLYCD MMAA MMP7 MOB3C MR1 MRAS MT1E MT3 MUC16 MUC20 MUC5B MYC MYO15B MYO18A MZF1-AS1 N4BP3 NACAD NALCN NBL1 NBPF3 NCALD NCK2 NEBL NECTIN1 NEIL1 NEURL3 NEURL4 NFATC1 NIPAL1 NIPAL2 NMNAT3 NMRK1 NOL3 NOP14-AS1 NOXO1 NPB NPDC1 NPEPL1 NPHP3 NPIPB11 NPM2 NPNT NQO1 NR2F2-AS1 NR4A2 NRAD1 NRBP2 NSMF NTN1 NTRK2 NUMBL NUPR1 OAF ODF3B ODF3L1 OGFRL1 OPLAH OPTN ORAI1 PACS1 PADI2 PALLD PALMD PART1 PAX1 PAX9 PCAT6 PCDHB16 PCSK6 PDE12 PDE4B PDF PDK3 PDLIM2 PDZK1IP1 PER2 PEX11G PF4V1 PFKP PHF7 PHF8 PHLDA1 PHLDA2 PHLDB3 PIK3CD-AS2 PIK3IP1 PIM2 PINK1 PIP PITPNA PITPNC1 PITPNM3 PITX1 PKN2-AS1 PKP1 PKP2 PLA2G6 PLA2R1 PLAAT3 PLAAT4 PLLP PLPP2 PLPPR2 PMEPA1 PNPLA7 PODXL POLR2J3 POU2F3 PPFIA3 PPFIBP2 PPM1H PPP1R1B PPP1R3F PPP5D1P PPT2 PRAP1 PRKAR2B PRKCH PROM1 PROSER2 PRR15 PRR4 PRSS21 PSME4 PSMG3-AS1 PTGER4 PTH2R PTPN18 PTPN23 PTPRE PTRH1 PXDC1 PYGL RAB27B RAB3D RAPGEF5 RASAL1 RASSF5 RASSF6 RBM14 RBM27 RBP7 RCAN1 RDH10 RDH13 REEP2 RENBP REPS2 RETREG1 RETSAT RGCC RGS10 RHBDL1 RHOV RIC3 RILPL2 RIN2 RINL RIPOR2 RNF144B RNF150 RNF152 RNF227 RORA RPS6KA4 RRAGD RRAS RRP36 RTN2 RTN4IP1 RTTN RUNX1 RUNX3 S100A2 S100B SAMHD1 SAYSD1 SBNO2 SCGB1A1 SCGB3A1 SDCBP2-AS1 SEC24A SECTM1 SELENOM SELENOV SERTAD4 SERTAD4-AS1 SEZ6L2 SFN SFRP1 SGPP2 SH2D3A SH3BP4 SH3BP5 SH3PXD2B SH3RF1 SHC2 SHLD2 SIX1 SIX2 SLC15A2 SLC1A5 SLC22A23 SLC25A10 SLC25A21 SLC25A25-AS1 SLC25A27 SLC25A42 SLC25A43 SLC2A9 SLC30A4 SLC33A1 SLC35A3 SLC35F6 SLC37A1 SLC39A8 SLC43A2 SLC43A3 SLC44A4 SLC45A4 SLC49A3 SLC4A11 SLC4A3 SLC5A1 SLC5A8 SLC66A2 SLC66A3 SLC9A1 SLC9A6 SLCO1A2 SLCO3A1 SLCO4C1 SLIT3 SLITRK6 SLPI SMIM22 SMIM31 SMPDL3A SNAPC4 SNX19 SOCS6 SOSTDC1 SOX10 SOX21 SOX21-AS1 SOX8 SPATA13 SPDEF SPHK1 SPIRE2 SPSB2 SQOR SRF SRGAP1 ST20 ST3GAL1 ST3GAL4 ST6GALNAC1 STARD5 STEAP1 STEAP2 STK10 STPG1 STXBP5 SULF2 SULT1A3 SULT2B1 SUSD6 SYBU SYCE1L SYT7 SYTL3 SZT2 TACC2 TAP2 TAPBPL TCEA3 TCN1 TENT5A TENT5B TEX261 TF TFAP2A TFAP2C TGFA TGM2 TGM5 THBS3 THSD4 TIGD2 TIMP1 TIRAP TM4SF1 TM4SF1-AS1 TMC5 TMCO3 TMCO4 TMEM131L TMEM139 TMEM238 TMEM241 TMEM40 TMEM63A TMEM71 TNFAIP2 TNFAIP8 TNFRSF14 TNFSF10 TNFSF12 TNFSF13 TNFSF13B TOX3 TPBG TRAK1 TRIM17 TRIM29 TRIM47 TRPS1 TSHZ2 TSLP TSPAN1 TSPAN5 TSPAN8 TTC9 TTYH1 TUBB6 TYMP UACA UBXN8 UNC5CL USP43 UTP20 VCAN VEGFB VEGFC VSIR VTCN1 WAC-AS1 WFDC1 WFIKKN1 WHRN WIPI1 WNK2 WNT5B ZBTB7C ZBTB8A ZC3H3 ZDHHC2 ZFPM1 ZG16B ZHX3 ZNF12 ZNF182 ZNF212 ZNF217 ZNF296 ZNF30 ZNF319 ZNF385C ZNF426-DT ZNF449 ZNF513 ZNF524 ZNF554 ZNF598 ZNF70 ZNF701 ZNF750 ZNF774 ZNF788P ZSWIM8 HE_LIM_SUN_FETAL_LUNG_C1_SQUAMOUS_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C1_SQUAMOUS_CELL A2ML1 ABCG1 ABLIM3 ABO ACHE ADGRF1 ALDH1A3 ALS2CL AMN ANKRD13A ANXA1 APOBEC3A APOBEC3B APOBEC3C APOD ARAP2 ARHGAP27 ARRDC4 ASS1 ATG9B B3GALT4 B3GNT3 B3GNT8 B4GALT1-AS1 BARX2 BATF BICDL2 BMAL2 BNIPL C15orf39 C15orf48 C15orf62 C6orf132 CAB39L CALML3 CAMK2N1 CAPNS2 CCDC69 CD68 CDC42EP5 CDKN1A CDKN2B CEACAM6 CERS3 CLDN1 CNGA1 COMTD1 CPPED1 CRYAB CRYBG2 CST6 CSTA CTSV CYSRT1 CYTOR DAPP1 DDB2 DEFB1 DENND2C DHX58 DOCK8 DUOX1 DUSP5 ECM1 EHD3 EHF EMP1 EPHX3 EPS8L1 EVA1C F3 FAM25A FAM3D FAM83A FBXO32 FDXR FNBP1 FOSL2 FRMD6 FUT3 FUT6 GAN GBP2 GBP3 GCNT3 GDPD3 GGT6 GNA15 GNG12 GNG4 GPR160 GPR87 GRAMD1C GRAMD2B GRHL1 H2BC4 H2BC5 H4C14 H4C8 HECA HMOX1 HPGD HSPB8 IER5 IFI16 IFI27 IFI6 IL10RB IL1RN IL34 IL36RN IQANK1 IRAG2 IRF5 ISG15 ITGB8 IVL KANSL1-AS1 KLC3 KRT13 KRT15 KRT16 KRT23 KRT4 KRT7 KRT78 KRT80 LCN2 LGALS9 LINC00278 LINC01269 LINC01816 LINC02303 LNCTAM34A LNX1 LRATD1 LYPD2 LYPD3 LYST MAB21L4 MAL MEIS1 MGLL MIR200CHG MIR4435-2HG MOSPD1 MPZL3 MT1E MUC15 MUC20 MUC21 MUC4 MX1 MYZAP NABP1 NCCRP1 NEBL NECTIN4 NMRK1 NR1D1 NRG4 OAS1 OAS2 ODF3B OPTN OSBPL3 PADI1 PAX9 PHLDA1 PHLDA2 PHLDA3 PIK3IP1 PITX1 PKP1 PLAAT4 PLAC8 PLB1 PLD1 PLEKHF1 PLEKHG6 PRDM1 PRRG4 PRSS27 PSCA PTK6 PYGL RAB27B RARB RDH13 RECQL5 RHCG RHOV RNASEL RND3 RNF223 RNF39 RRAGD RUNX2 S100A4 S100A9 S100P SAMD9 SAMHD1 SBF2-AS1 SCEL SCNN1A SDCBP2 SERPINB2 SERPINB5 SERPINB7 SFN SKAP2 SLC15A2 SLC45A4 SLPI SMIM22 SMIM5 SMPDL3A SNX8 SP6 SPINK5 SPNS2 SPRR2A SPRR3 SRD5A3 SRGAP1 SRPX2 ST6GALNAC1 SYTL2 TCP11L2 TGFA TICAM1 TINCR TM4SF1 TMEM117 TMEM127 TMEM184A TMEM40 TMPRSS11B TMPRSS11E TMPRSS4 TNFRSF14 TNFSF10 TP53INP2 TPCN1 TRIM16 TRIM29 TSPAN1 TTC9 TUFT1 TYMP UACA UPK1B USP6NL VGLL1 VLDLR VSIR ZFY-AS1 ZFYVE1 ZNF185 ZNF524 ZNF554 ZNF57 ZNF750 ZNFX1 ZSWIM4 HE_LIM_SUN_FETAL_LUNG_C2_ADC_1_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C2_ADC_1_CELL A1BG ABCC4 ACHE ADAM19 ADORA2A ALCAM ANKRD33B ANKRD55 ANTXR2 AOC1 APOBEC3H ARHGAP10 ARHGAP22 ARL17B ATP6V0A2 ATP8A1 AUTS2 BCL2L11 BCL2L14 BIRC3 BTN2A2 C17orf49 C3orf14 CASP7 CASTOR1 CCDC28B CCDC81 CCL19 CCL22 CCR7 CD1E CD200 CD274 CD40 CD80 CEP135 CHD3 CHST7 CKB CLIC2 COMTD1 CXCL10 CXCL9 CYB5A DAAM1 DCAF6 DHX58 DLGAP4 DSG2 DUSP4 DUSP5 EBI3 EDARADD ENO3 ENOX1 EPSTI1 ETV3 ETV3L FAS FBXO27 FLT3 FOXD4L3 FOXD4L4 GADD45A GBP1 GBP4 GCSAM GNG11 GPR137B GPR157 H6PD HDHD3 HLA-DOB HLA-DQB2 HLA-F HMSD HOPX ICAM4 ICOSLG IDO1 IGKC IL15 IL32 IL4I1 IL7R IRF4 ISG20 JAG1 LAD1 LAMP3 LIMCH1 LINC01588 LINC01857 LRRC61 LRRFIP2 LUZP1 LY75 LZTFL1 MACROH2A2 MAP1LC3A MAP3K14 MAP4 MGLL MIR155HG MMD MMP2-AS1 MREG MYO1C NCCRP1 NDE1 NECTIN2 NET1 NIBAN1 NMRK1 NRP2 NUAK2 P2RY10 P2RY8 PHLDA2 PLAAT3 PLEKHG1 PLXNC1 POGLUT1 POLD1 PPP1R16B PSD3 PSEN2 RAB30 RAB5B RASGRF1 RASGRP3 RFTN1 RHOF RNF19B SAMD9L SBNO2 SLC22A23 SLC44A1 SLCO5A1 SNN SNX11 SOCS1 SPIB TBC1D4 TBC1D8 TFPI2 THAP2 TMCC3 TMEM176A TMEM176B TNFRSF8 TNIP2 TRABD2A TRADD TRAF1 TRAF5 TRAFD1 TREML1 TRIP10 TSPAN13 TSPAN15 TSPAN33 TUBB6 TVP23A UBD VAC14 WNT5B ZC3H7B ZEB1 ZNF296 ZNF366 ZNF608 HE_LIM_SUN_FETAL_LUNG_C2_ADC_2_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C2_ADC_2_CELL ADAM8 ALCAM APOL3 ARHGAP10 ARHGAP22 ARHGAP31 BIRC3 C15orf48 C17orf80 CCDC28B CCL17 CCL19 CCL22 CCR7 CD1C CD1E CD207 CD274 CD40 CD58 CD80 CDC42EP1 CHST7 CREB3 CST7 CXCL10 CXCL9 DNASE1L3 DUSP5 EBI3 EGLN2 EPHB3 ETV3 ETV3L GADD45A GBP1 GBP2 GBP3 GBP4 GMPPB GPR132 GPR137B GTDC1 HES4 HIVEP1 HIVEP2 HLA-DOB HLA-DQB2 HLA-F HYOU1 IDO1 IL2RG IL4I1 IL7R ISG20 LAMP3 MAP3K14 MCOLN2 MIR155HG MROCKI MT2A NAA30 NECTIN2 NET1 NIBAN1 NPIPA1 NR6A1 ORAI2 PARM1 PLA1A POGLUT1 PPAT PTPRK PXDC1 RFTN1 RNF144B SAMD9L SDC2 SGTB SH2B2 SLC25A25 SLC38A1 SLC9A1 SNN ST20 ST3GAL2 STARD10 TCHH TIFAB TMEM156 TNFRSF18 TNIP2 TRAF1 TRAF2 TRIP10 TUBB6 TVP23A UAP1 USP12 VCAM1 VMO1 ZBTB46 ZEB1 HE_LIM_SUN_FETAL_LUNG_C2_APOE_POS_M1_MACROPHAGE_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C2_APOE_POS_M1_MACROPHAGE_CELL ADAMDEC1 APOC1 APOE CASK CETP ENPP2 HBA1 MMP9 NR1H3 PLA2G2D PLA2G7 PTGDS RARRES2 TIMD4 UBD HE_LIM_SUN_FETAL_LUNG_C2_APOE_POS_M2_MACROPHAGE_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C2_APOE_POS_M2_MACROPHAGE_CELL A1BG ABCC3 ABCC5 ABCG1 ABITRAM ACADS ACBD5 ACOT13 ACOT2 ACOX1 ACP2 ACP5 ACVRL1 ADAM9 ADCK2 ADORA3 AGAP3 ALKBH4 AMDHD2 ANKH ANKRD9 ANPEP AP1AR AP5B1 AP5S1 APOC1 APOE APOL1 APOL6 APPL2 ARHGAP10 ARHGAP21 ATP13A2 B3GALT4 BACE2 BAP1 BCAM BCAP29 BCAR3 BCL2L1 BOLA3 BRD1 BRF2 BSCL2 C11orf54 C11orf96 C11orf98 C12orf4 C15orf48 C17orf80 C1orf122 C1orf54 C2 C6orf120 CADM1 CALU CARM1 CASP10 CBFB CCDC106 CCDC117 CCND1 CCZ1B CD151 CD209 CD276 CD38 CD40 CD58 CD59 CD5L CD72 CD82 CD9 CDCP1 CDK18 CEACAM21 CENATAC CENPB CEP41 CERS4 CETP CHCHD6 CHST10 CLIC2 CMKLR1 CMPK2 COPRS COPS8 CPNE2 CREB3 CREB3L2 CTSF CUEDC1 CUL9 CXCL12 CXCL3 CYP27A1 CYSTM1 DAPK1 DARS2 DCHS1 DDX60L DENND11 DENND2D DENND4C DERL1 DEXI DHODH DHRS7B DHX35 DHX58 DNAJC30 DNASE1L1 DNASE2 DNMT3A DPH6 DPY19L3 DST DTX3L DUS4L DYSF EBI3 EDC3 EEF2KMT EEIG2 EEPD1 EIF2AK2 ELL2 EMP1 ENPP2 EPAS1 EPB41L2 EPHX1 EPSTI1 ERRFI1 ETV5 EXT2 FABP3 FAM114A1 FAM120B FAM20C FAM78A FARP1 FBP1 FBXW2 FCGBP FCGR3A FCGR3B FECH FEZ1 FLVCR2 FMNL2 FNDC3B FPR3 FXYD6 GAL3ST4 GALK2 GALM GAS2L1 GAS2L3 GBA1 GBP1 GBP2 GCN1 GFER GFM2 GFRA2 GIMAP6 GNA12 GPNMB GPR137B GPR89A GPX3 GRAMD4 GRK3 GSAP H4C16 HAGHL HECTD3 HERC5 HIF1AN HIVEP3 HK3 HLA-F HMGXB3 HPSE HS1BP3 HSD17B14 HSD3B7 HYAL2 ICMT ID1 IER3IP1 IFI27 IFI44 IFI44L IFI6 IFIH1 IFIT1 IFIT2 IFIT3 IFT74 IGF2R IGSF21 IKBKE IL10 IL18 IL4I1 INF2 INTS5 IQSEC2 ITGA9 ITSN1 JKAMP KCMF1 KCNJ5 KCNMA1 KCTD7 KIAA1217 KIFC3 KLHDC8B LACC1 LDAH LGALS3BP LHFPL2 LINC01645 LINC03070 LMNA LONP1 LPCAT3 LRRC28 LRRK1 LXN LYSET LZTFL1 LZTR1 MAGEH1 MAIP1 MCM4 ME1 MED31 MERTK METTL13 MFAP1 MFHAS1 MFSD12 MFSD5 MGLL MITF MLLT1 MMD MMP19 MMP2-AS1 MORN2 MRPL1 MSR1 MSTO1 MX1 MYO1E MYO7A MYO9A NAB2 NAGLU NCEH1 NDST2 NECTIN2 NFAM1 NFE2L3 NIBAN2 NMRK1 NOL9 NPDC1 NR1H3 NRP2 NTMT1 NUAK1 NUPR1 OAS2 OAS3 OGFOD2 OPTN OTOA PALLD PANK3 PAPSS1 PAPSS2 PARP12 PATL2 PCBD2 PCK2 PCYT2 PDE6G PDGFC PDHX PDLIM7 PDZD11 PELATON PFKP PGM2L1 PGM3 PGPEP1 PHACTR2 PHYH PICK1 PIP5K1C PLA2G15 PLA2G7 PLBD2 PLD1 PLEC PLEKHM2 PLOD3 PLVAP PLXNA1 PNPO POLR3A PPARG PPFIBP2 PPIC PPME1 PRADC1 PRXL2A PWP2 PYROXD1 RAB35 RAB3GAP2 RAB42 RAB7B RALGDS RARRES1 RASGRP3 RCAN1 RCL1 RHOBTB1 RIDA RIGI RMDN3 RMND5B RNF14 RNF217 RNF26 RNLS RPP25 RRAGD S1PR1 SACS SAMD9L SASH1 SCD SCN1B SDC2 SDC3 SDSL SELENBP1 SENP5 SERINC2 SERPING1 SETBP1 SGPL1 SGSH SGTB SH3PXD2A SH3YL1 SIGLEC1 SIGLEC11 SIGLEC7 SIGLEC9 SIKE1 SIL1 SLC11A2 SLC1A3 SLC22A18 SLC26A11 SLC29A3 SLC35A2 SLC35A4 SLC35F6 SLC36A1 SLC37A2 SLC38A6 SLC38A7 SLC39A11 SLC44A2 SLC46A1 SLC48A1 SLC7A8 SLFN5 SMPD1 SMPDL3A SMUG1 SMYD3 SNTB2 SNX24 SOCS6 SPECC1L SPIC SPP1 SPRING1 SQOR SREBF1 STARD8 STK11IP STOM SUCNR1 SULT1A2 SULT1A4 TANC2 TCEAL3 TCN2 TCTN1 TDP2 TECPR2 TFPT TGFBRAP1 TGM2 TIMD4 TMEM138 TMEM140 TMEM176A TMEM176B TMEM203 TMEM220 TMEM37 TMEM9 TMEM94 TMIGD3 TNFRSF21 TNFSF12 TNS1 TNS3 TOR1B TOR4A TP53I3 TPCN2 TPD52 TREM2 TRIM14 TRIM47 TRMT61B TSC1 TSPAN15 TTC27 TTC38 TTLL4 TWF1 UACA UBA5 UBA6-DT UBASH3B UCKL1 UPP1 USP40 VAMP5 VAT1 VCAM1 VEGFB VMO1 VPS37C VPS54 WDR55 WDR81 XAF1 ZBTB24 ZER1 ZFYVE21 ZMAT5 ZNF134 ZNF26 ZNF260 ZNF480 ZNF585A ZNF654 ZNF669 ZNF76 ZXDC HE_LIM_SUN_FETAL_LUNG_C2_BASOPHIL_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C2_BASOPHIL_CELL ADAM19 ADAM8 ADGRG3 AKAP12 ALS2 ANKRD28 APOBEC3A ATP10D ATP2A3 BCL9L C10orf82 C16orf54 CA8 CCHCR1 CCNA1 CCR3 CD244 CD69 CD9 CLC CPA3 CR1 CSF1 CSF2RB CXCR1 EIF2AK3 EIF4E3 ELL2 ELP1 ENTPD7 EPC2 ETS1 FAM117A FGFR1 FRY GATA1 GATA2 GCSAML HCAR3 HDC HELB HK3 HPGD HS6ST1 HYPK IFITM1 IKZF2 IL1RL1 IL32 IL4 IL5RA ITGA2B JAZF1 KIF13A KIF21B KLF5 LAT LAX1 LFNG LIMK2 LINC00324 MCTP2 MHENCR MIR222HG MMP25 MS4A3 MXD3 MYB NLRC3 NMT2 NOTCH1 OLIG1 ORMDL3 OXER1 PABIR3 PADI4 PBXIP1 PDE3B PHLDA2 PIGA PIM1 PKP2 PRSS57 RAB27A RAB37 RAB3D RAB44 RCAN3 REXO5 RFLNB RGL4 RHEX S100P SERPINB2 SH3BP5L SLC18A2 SLC45A3 SPTBN1 STAP1 TEC TESPA1 TEX30 TMEM154 TNIK TOP1MT TRAF3IP2 TTC39B TTN UBA6-DT VSTM1 WIPI1 ZNF429 ZNF683 HE_LIM_SUN_FETAL_LUNG_C2_CXCL9_POS_MACROPHAGE_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C2_CXCL9_POS_MACROPHAGE_CELL ACSL1 ANKRD22 APOBEC3A APOL2 APOL3 APOL6 ARAP2 BATF BIRC3 C15orf48 C21orf91 CAMK2D CASP5 CCL19 CCL8 CD274 CD38 CD40 CD80 CLEC4E CUL1 CXCL10 CXCL11 CXCL9 DNAJC14 DRAM1 DTX3L EBI3 EPSTI1 ETV7 FAM241A FAS FBXO6 FCGR1BP FFAR2 FNDC3B GBP1 GBP2 GBP3 GBP4 GBP5 GCH1 GGT5 GPR84 HAPLN3 HCAR3 HIVEP2 HIVEP3 HLA-F IDO1 IFI35 IFI6 IFIH1 IFIT2 IFIT3 IFITM1 IKBKE IL15 IL15RA IL1RN IL27 IL32 IL4I1 IRF9 ISG20 JMJD4 KSR1 LAMP3 LGALS3BP LIMK2 LINC00937 LINC01678 METTL1 MIR503HG MT2A MX1 NBN NECTIN2 NFE2L3 NLRC5 OAS2 OAS3 OASL P2RX7 P2RY14 PARP12 PARP9 PATL2 PIM1 PLAAT4 PRR5L PTGIR RAPGEF2 RNF19B SAMD9L SECTM1 SERPINB9 SERPING1 SGTB SLAMF7 SLAMF8 SLC2A6 SLC31A2 SOCS1 SRC STAMBPL1 STAT1 STEAP4 TAP1 TAP2 TBC1D2B TIFA TIFAB TMEM140 TNFRSF4 TRAF1 TRAF3 TRAFD1 TRIM69 USP12 UST VAMP5 VCAM1 VPS9D1 XAF1 XKR8 HE_LIM_SUN_FETAL_LUNG_C2_CYCLING_DC_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C2_CYCLING_DC_CELL AAAS AARS1 AARS2 AASDH ABCB7 ABCB8 ACAA2 ACAD9 ACAP1 ACAT1 ACAT2 ACBD6 ACD ACOT2 ACOT7 ACOX3 ACP3 ACSF2 ACTL6A ACTR1B ACTR6 ACYP1 ADAM15 ADAP1 ADGRG5 ADK AGA AGGF1 AGK AGPS AHI1 AIFM1 AK6 AKIP1 ALCAM ALDH16A1 ALDH18A1 ALDH7A1 ALG1 ALG5 ALG8 ALMS1 ALYREF ANAPC10 ANAPC15 ANAPC2 ANAPC7 ANKRD26 ANKRD28 ANKRD36 ANKRD36B ANKRD39 ANKRD54 ANLN AP1G2 AP4M1 APEX2 APOBEC3B APOO AREG ARHGAP11A ARHGAP33 ARHGEF39 ARL13B ARL3 ARL4D ARL6IP6 ARMC10 ARMC6 ASF1A ASF1B ASH2L ASPM ASRGL1 ASTE1 ASXL1 ATAD2 ATAD3A ATAD3B ATAD5 ATF1 ATIC ATL2 ATP23 ATP6V0E2 ATPAF1 ATRIP AUNIP AURKA AURKB AUTS2 B3GNTL1 B4GALT4 BABAM2 BAG2 BANK1 BARD1 BBS7 BCAT2 BCKDHA BCL2 BCL2L12 BCL7A BCL7C BDH1 BEND5 BIRC5 BLM BNIP1 BOLA1 BOLA3 BOP1 BORA BRCA1 BRCA2 BRCC3 BRD7 BRD8 BRF2 BRI3BP BRIX1 BRPF1 BSCL2 BTG3 BUB1 BUB1B BUD13 C11orf24 C11orf98 C12orf29 C12orf43 C12orf75 C15orf61 C17orf49 C19orf48P C1orf109 C1orf112 C1orf122 C1orf131 C1orf174 C1orf35 C21orf58 C2orf69 C3orf14 C4orf33 C4orf46 C6orf136 C8orf76 C9orf40 CALHM2 CARHSP1 CASP6 CASP8AP2 CBFB CBX5 CC2D1A CCDC14 CCDC167 CCDC18 CCDC25 CCDC28B CCDC34 CCDC51 CCDC86 CCHCR1 CCNA2 CCNB1 CCNB1IP1 CCNB2 CCNE2 CCNF CCNK CCNQ CCP110 CCR2 CCSAP CD101 CD1C CD1E CD2 CD2BP2 CD69 CD7 CD79B CDC20 CDC23 CDC25B CDC25C CDC26 CDC27 CDC45 CDC6 CDC7 CDCA2 CDCA3 CDCA4 CDCA5 CDCA7 CDCA7L CDCA8 CDK1 CDK10 CDK16 CDK2 CDK5 CDK5RAP1 CDK5RAP2 CDKAL1 CDKN2AIP CDKN2AIPNL CDKN2D CDKN3 CDT1 CENPA CENPC CENPE CENPF CENPH CENPJ CENPK CENPL CENPM CENPN CENPO CENPP CENPQ CENPU CENPW CEP128 CEP131 CEP135 CEP152 CEP192 CEP20 CEP295 CEP41 CEP43 CEP55 CEP57L1 CEP78 CEP83 CEP85 CES1 CETN2 CETN3 CFAP119 CFAP20 CFAP298 CHAC2 CHAF1A CHAF1B CHCHD4 CHD1L CHEK1 CHEK2 CHMP7 CHRAC1 CHRFAM7A CHST14 CHST2 CHTF18 CIAO3 CIAPIN1 CIDEB CIP2A CISD1 CIT CKAP2 CKAP2L CKAP5 CKS1B CLEC11A CLECL1P CLK2 CLN6 CLPB CLSPN CMPK2 CMSS1 CNOT10 CNOT11 CNOT9 CNTLN COASY COL9A2 COPG2 COPRS COPS7B COPS8 COQ2 COQ4 COQ5 COQ7 COQ9 CPOX CPSF3 CPSF4 CRAT CRELD2 CRYBG1 CSE1L CSTF1 CSTF2 CSTF3 CTNNAL1 CTPS1 CTSW CTU2 CUL2 CUL3 CUTC CWC27 CXXC1 CYB561D2 CYB5A CYB5B CYBRD1 CYP51A1 CYREN DARS2 DBF4 DCAF15 DCAKD DCPS DCTPP1 DDA1 DDB2 DDX11 DDX49 DDX50 DDX55 DDX56 DEPDC1 DEPDC1B DERA DERL3 DHFR DHRS13 DHRS4L2 DHTKD1 DIAPH3 DKC1 DLAT DLD DLEU2 DLGAP5 DLST DMAC2 DNA2 DNAJA3 DNAJC21 DNAJC9 DOHH DONSON DPH2 DPH7 DPM1 DSCC1 DSN1 DTL DTYMK DUSP12 DVL2 DYNC2I2 E2F1 E2F2 E2F7 E2F8 EAF2 EBNA1BP2 EBP ECHDC2 ECI1 ECSIT ECT2 EDC4 EED EEF1AKMT1 EEF1AKMT2 EEF1E1 EFCAB11 EFL1 EFNA4 EFNB1 EGLN2 EHBP1 EIF1AD EIF2B3 EIPR1 ELF4 ELK1 ELP6 EMC9 EMSY ENHO ENOPH1 ENOSF1 EPB41 EPB41L2 ERAL1 ERCC4 ERG28 ERGIC2 ERI3 ERVK3-1 ESCO2 ESPL1 ESYT2 EXOSC1 EXOSC10 EXOSC2 EXOSC3 EXOSC6 EXOSC7 EXOSC8 EXOSC9 EZH2 F8A1 FADD FADS1 FADS2 FAF1 FAHD2A FAM104B FAM111A FAM111B FAM72A FAM72B FAM72C FAM72D FAM76B FAM83D FANCA FANCB FANCD2 FANCG FANCI FANCL FANCM FARSB FBLN1 FBLN2 FBXO22 FBXO4 FBXO5 FCER1A FEN1 FH FIGNL1 FILIP1L FLT3 FN3KRP FOXM1 FOXRED1 FPGS FTSJ1 FUNDC1 FZD2 FZR1 G2E3 GALM GALNT3 GAPT GAR1 GART GAS2L3 GATB GATD1 GCDH GCHFR GCSH GEMIN2 GEMIN4 GEMIN5 GEMIN6 GEN1 GFER GGH GINS1 GINS2 GINS3 GINS4 GLMN GLRX2 GLRX5 GLT8D1 GMDS GMEB1 GMNN GMPPA GMPPB GMPS GNB5 GNL2 GOLPH3L GON7 GOT1 GOT2 GPALPP1 GPATCH4 GPN1 GPN2 GPS2 GPSM2 GPX7 GRK6 GSS GSTM1 GSTZ1 GTF2E2 GTF2F2 GTF2H2 GTF2H2C GTF3C5 GTPBP3 GTPBP4 GTPBP6 GTPBP8 GTSE1 GXYLT1 H1-5 H2AC11 H2AC12 H2AC13 H2AC14 H2AC16 H2AC17 H2AC20 H2AC21 H2AC4 H2AC8 H2AX H2BC11 H2BC15 H2BC18 H2BC4 H2BC7 H2BC9 H3C10 H3C14 H3C15 H3C2 H3C3 H3C7 H3C8 H4C4 H4C6 HAAO HACD1 HACD3 HARS1 HARS2 HAT1 HAUS1 HAUS2 HAUS3 HAUS5 HAUS6 HAUS8 HBS1L HCCS HDAC3 HDDC3 HDGFL2 HDGFL3 HEATR6 HELLS HENMT1 HGH1 HILPDA HIRIP3 HJURP HLTF HMBS HMCES HMGB3 HMGN4 HMGXB4 HMMR HMOX2 HNRNPLL HPF1 HPS6 HRAS HROB HSPA13 HSPBP1 HTRA2 HYI HYLS1 IARS1 ICMT IDH3A IER3IP1 IFI27L1 IFRD2 IFT22 IFT52 IFT57 IGF2BP1 IGFBP7 IL18 ILVBL IMMP1L IMMP2L IMPA2 INAFM1 INCENP ING2 ING3 INIP INSR INTS10 INTS13 INTS14 INTS7 INTS9 IPO13 IPO5 IPO9 IQCB1 IRF4 ISG20L2 ISOC1 ISOC2 ISY1 ITGB3BP ITGB7 JADE1 JMJD8 JPT2 KANSL2 KATNA1 KCNE5 KCNMB1 KCTD17 KDM1A KEAP1 KIAA1586 KIF11 KIF14 KIF15 KIF17 KIF18A KIF18B KIF20A KIF20B KIF22 KIF23 KIF2C KIF4A KIFC1 KLHDC4 KLHL22 KLHL7 KMO KMT5C KNL1 KNSTRN KNTC1 KRI1 KRR1 LAPTM4B LAS1L LEO1 LETM1 LIG1 LILRA1 LIN52 LIN54 LINC01150 LLPH LMNB1 LMNB2 LRR1 LRRC14 LRRC23 LRRC40 LRRC42 LRRC45 LRRC47 LRRCC1 LTV1 LYAR MACROD1 MACROH2A2 MAD2L1 MAD2L1BP MAGEF1 MAGOHB MAIP1 MAK16 MALSU1 MAP2K5 MAP3K20 MAP4K1 MAP7D3 MARS1 MARVELD1 MASTL MATK MBIP MBOAT2 MCAT MCCC1 MCM10 MCM2 MCM3 MCM4 MCM6 MCM7 MCM8 MCOLN2 MCRS1 MDC1 MDFIC MDM1 MED20 MED21 MED30 MELK METAP1 METTL1 METTL17 METTL4 MFSD5 MGAT2 MGME1 MICB MIR4435-2HG MIS12 MIS18A MIX23 MKI67 MKRN2 MKS1 MLH1 MLST8 MMAB MMS19 MMS22L MMUT MNAT1 MND1 MOB3B MOCS2 MPHOSPH9 MRE11 MRGBP MRM2 MRM3 MRPL2 MRPL38 MRPL39 MRPL42 MRPL46 MRPL48 MRPL58 MRPS10 MRPS11 MRPS14 MRPS18A MRPS2 MRPS22 MRPS27 MRPS28 MRPS31 MRPS9 MRRF MRTO4 MSH2 MSH3 MSH6 MSLN MTA1 MTA2 MTA3 MTERF3 MTFP1 MTFR2 MTHFD1 MTRFR MUTYH MXD3 MYBL2 MYCBP MYL6B MYO19 MZF1-AS1 MZT1 N4BP2 NAA15 NAA40 NAA50 NABP2 NAE1 NAPSA NCAPD2 NCAPD3 NCAPG NCAPG2 NCAPH NCAPH2 NCBP1 NCKIPSD NDC1 NDC80 NDUFA9 NDUFAF6 NDUFC2 NDUFS1 NEDD1 NEFH NEIL3 NEK2 NELFCD NEMP1 NEMP2 NET1 NFYB NIBAN1 NIF3L1 NIP7 NIT2 NKG7 NMB NME1 NNT NNT-AS1 NOA1 NOC2L NOC4L NOL10 NOL11 NPM3 NPRL2 NR2C2AP NREP NRGN NRM NSD2 NSMCE2 NSMCE4A NT5C3A NT5DC2 NTAQ1 NTHL1 NTMT1 NUCB2 NUDCD1 NUDT15 NUDT2 NUDT8 NUF2 NUFIP1 NUP107 NUP133 NUP153 NUP155 NUP188 NUP205 NUP210 NUP37 NUP50 NUP54 NUP85 NUP88 NUP93 NUSAP1 NVL NXT2 ODF2 OGFOD1 OGFOD3 OGG1 OIP5 OPN3 ORC1 ORC2 ORC3 ORC6 OXCT1 PAAF1 PABIR2 PABPC1L PAF1 PAFAH1B3 PAGR1 PAICS PAIP1 PAK1IP1 PAK4 PAM16 PAQR4 PARP2 PARPBP PAXBP1 PBX3 PCBD2 PCGF6 PCID2 PCIF1 PCK2 PCLAF PCNA PCNT PCYT2 PDCD7 PDE12 PDE4D PDE7A PDF PDLIM1 PDRG1 PDS5B PDSS1 PDSS2 PDZD11 PELP1 PEX19 PEX3 PFKP PGAP2 PGM1 PGM2 PGP PGRMC1 PHAX PHETA2 PHF19 PHGDH PHTF1 PI4K2B PIDD1 PIGF PIGU PIGX PIMREG PITPNA-AS1 PKIB PKIG PKMYT1 PKP4 PLAA PLGRKT PLK1 PLK4 PLRG1 PM20D2 PMM1 PMS1 PMS2 PNO1 PNPT1 POC1A POC5 POLA1 POLA2 POLD1 POLD2 POLD3 POLE POLE2 POLQ POLR1E POLR1G POLR2C POLR2D POLR3A POLR3K POMZP3 POP4 POP7 PPAT PPIE PPIL1 PPM1D PPP1R14A PPP1R14B PPP1R8 PPP2R1B PPP2R5D PPP5C PRADC1 PRC1 PREB PRELID2 PRELID3B PRIM1 PRIM2 PRIMPOL PRKAG1 PRKAG2-AS1 PRKRA PRMT3 PRMT5 PRPF4 PRPS1 PRPS2 PRPSAP1 PRR11 PRR3 PSMB8-AS1 PSMC3IP PSMD10 PSMD14 PSMG1 PSMG3 PSMG4 PSPC1 PSPH PSRC1 PTCD3 PTPN7 PTTG1 PUDP PURB PWWP2A PXMP2 PXMP4 PYROXD1 QDPR QRSL1 RAB22A RAB34 RABEP2 RABL6 RAC3 RACGAP1 RAD1 RAD17 RAD18 RAD51AP1 RAD51C RAD51D RAD54B RAD54L RAMAC RANGAP1 RANGRF RAP1GDS1 RARS1 RASSF7 RAVER1 RBBP8 RBFA RBL1 RBM10 RCAN1 RCAN3 RCC1 RCC1L RCCD1 RCN2 REC8 RECQL RECQL4 RFC1 RFC2 RFC3 RFC4 RFC5 RFK RFWD3 RHBDD2 RHNO1 RHOH RIBC2 RIOK1 RMDN1 RMI1 RMI2 RNASE2 RNASEH1 RNASEH2A RNF26 RNF34 RNGTT RP9 RPA1 RPE RPIA RPL39L RPP30 RPS6KA5 RRM1 RRM2 RRP1 RRP1B RTCA RUNX2 RUSC1 RUVBL1 RUVBL2 RXYLT1 S100B SAAL1 SAC3D1 SACS SAE1 SAP130 SAP30 SAPCD2 SAR1A SARNP SARS2 SASS6 SCAPER SCCPDH SCFD2 SCMH1 SCO2 SCRN1 SDHAF3 SDHAF4 SEC22C SEC24B SEH1L SEL1L3 SENP5 SEPHS1 SEPTIN1 SEPTIN11 SFXN1 SFXN4 SGO1 SGO2 SHCBP1 SHMT1 SIGLEC5 SIGLEC6 SIGMAR1 SIRT6 SKA1 SKA2 SKA3 SKP2 SLC16A1 SLC16A7 SLC17A9 SLC19A1 SLC1A4 SLC25A1 SLC25A16 SLC25A17 SLC25A19 SLC25A24 SLC25A38 SLC25A40 SLC26A6 SLC27A5 SLC29A1 SLC2A1 SLC2A4RG SLC35B1 SLC35B2 SLC37A4 SLC38A1 SLC39A8 SLC41A2 SLC41A3 SLC43A3 SLC52A2 SLC5A6 SLF1 SMC2 SMC4 SMC5 SMC6 SMG9 SMIM13 SMIM19 SMN1 SMPD2 SMPD4 SMYD2 SMYD3 SNAI1 SNAPC1 SNAPC5 SNCA SNHG30 SNRNP25 SNUPN SNX4 SP2 SPAG5 SPATS2 SPC24 SPC25 SPDL1 SPHK2 SPIB SPINT1 SPNS3 SPOUT1 SPRTN SPTSSA SQLE SRD5A3 SRP68 SRPK1 SRPRB SRSF8 SSBP4 ST14 ST3GAL3 ST3GAL4 STAG1 STAM STIL STIM2 STK19 STK26 STRADA STX18 SUCLA2 SULF2 SUN2 SUPT3H SUV39H1 SUZ12 SVIP TADA1 TADA2A TAF1B TAF5 TAF6 TAF6L TAF9B TBC1D7 TBL2 TBL3 TBP TBRG4 TCF19 TCOF1 TCTN3 TDP1 TEDC1 TEDC2 TELO2 TERF1 TEX30 TFAP4 TFB1M TFB2M TFDP1 TFPT TGS1 THAP11 THAP3 THAP7 THEM4 THOC3 THOP1 TIFAB TIMELESS TIMM21 TIMM22 TIMM29 TIMM44 TIMM50 TIMM8A TIPIN TK1 TM7SF3 TMA16 TMED1 TMEM102 TMEM106C TMEM156 TMEM19 TMEM203 TMEM209 TMEM220 TMEM222 TMEM38B TMEM39B TMEM60 TMEM68 TMEM71 TMEM9 TMEM97 TMX2 TMX4 TNFAIP8L1 TNPO3 TOE1 TOMM34 TOMM40L TOP2A TOP3A TOPBP1 TOR1A TP53 TP53BP2 TP53I13 TPGS2 TPX2 TRAF2 TRAF4 TRAIP TRAP1 TRAPPC13 TRIAP1 TRIM11 TRIM14 TRIP13 TRIT1 TRMT10C TRMT13 TRMT6 TRMU TRNAU1AP TRNT1 TROAP TSEN15 TSEN54 TSFM TSN TSR1 TSR3 TST TSTD1 TTC39C TTC4 TTF1 TTF2 TTK TTLL12 TUBG1 TUBGCP3 TXNL4B TXNRD1 TYMS UAP1 UBALD1 UBE2C UBE2M UBE2S UBE2T UBL7-DT UBR7 UCHL5 UCK1 UCK2 UHRF1 UMPS UNG UPF3B UPK3A UQCC1 UQCC3 UQCC4 USB1 USP13 USP14 USP39 USP5 UTP11 UTP3 UTP4 VCPKMT VPS16 VPS26B VPS4A VRK1 VRK2 VSIG10 WARS2 WBP4 WDHD1 WDR18 WDR4 WDR41 WDR5 WDR54 WDR76 WDR83 WEE1 WRAP53 WRAP73 WWOX XPO7 XRCC1 XRCC4 YAF2 YARS1 YARS2 YDJC YEATS4 ZC3H18 ZC3H3 ZC3H8 ZC3HC1 ZCCHC17 ZCCHC8 ZDHHC16 ZDHHC6 ZGRF1 ZNF10 ZNF138 ZNF143 ZNF296 ZNF326 ZNF367 ZNF503 ZNF574 ZNF639 ZNF668 ZNF714 ZNF738 ZNF76 ZNF789 ZNF85 ZNF90 ZNF92 ZNF93 ZUP1 ZW10 ZWILCH ZWINT HE_LIM_SUN_FETAL_LUNG_C2_DC1_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C2_DC1_CELL ABHD6 ACAP1 ACOT7 ACSL5 ACSS2 ADAM19 ADORA3 AGPAT1 AHI1 AIM2 ALOX15 ANPEP AP1G2 AP1S3 AP3M2 AP4B1 APOL2 APOL3 ARHGAP31 ARSB ASB2 ATP2A3 ATP6V0A2 B3GNT7 B4GALT4 BATF3 BCAT2 BCL6 BEND5 BTLA BTN2A2 C10orf105 C15orf48 C1orf21 C1orf54 CADM1 CALCRL CAMK2D CAMK2G CASP9 CBFA2T3 CCDC122 CCDC126 CCDC146 CCND1 CCSER1 CD226 CD38 CD40 CDCA7 CENPBD1P CENPN CHN2 CHRFAM7A CHST2 CKB CLCN4 CLEC1A CLEC2B CLEC9A CLECL1P CLIC2 CLNK CNFN COMTD1 CRIP3 CRYBG3 CSKMT CSRP1 CTNNAL1 CXCR3 CYFIP2 CYP2E1 CYP2S1 CYSTM1 CYYR1 DAPK2 DBN1 DCTPP1 DENND1B DGAT2 DIPK2A DLGAP4 DNASE1L3 DOP1A DPP4 DST DUSP18 DUSP4 ECE1 ECHDC2 EGLN2 EGLN3 ENOX1 ENPP1 EPB41 ERAP2 ERICH5 ESAM FAH FAM135A FAM98B FAR2 FARP2 FARS2 FBXO27 FHIP1B FKBP1B FLNB FLT3 FMNL2 FNIP2 FRY FUT8 GCSAM GFOD1 GLTP GNG7 GOLGA8B GPR137B GPR160 GPT2 GRAMD2B GRAP2 H1-5 H2AC13 H2AC14 H2AC17 H3C10 HACD2 HLA-DOB HLA-DQB2 HLA-F HMGN4 HMOX2 HPS5 HSH2D HSPBP1 HTR3A IDH3A IDO1 IFT57 IGFBP7 INF2 INPP5F IQCE IRAK2 ISG20 ISYNA1 ITGB7 KATNA1 KIAA0040 KIAA1958 KIF16B KLHL22 LACC1 LDLRAD4 LIMA1 LINC02206 LMNA LMNB1 LONRF1 LRRCC1 LRRK2 LY75 LYRM4 MACROH2A2 MAP2K6 MAP3K20 MAP3K4 MAP4K1 MAP4K5 MBOAT2 MCM7 MCOLN2 MIR181A1HG MIR4435-2HG MTERF2 MVB12B MYCL MYO9A NAA40 NAE1 NAPSA NAV1 NBPF12 NCALD NCKAP5 NCOA7 NEGR1 NET1 NIBAN1 NID1 NMB NOP2 NT5C3B NUBPL NUP210 OAT OXCT1 OXSR1 P2RY10 P2RY14 P3H2 PAQR8 PARM1 PAWR PCLAF PDE4B PDE4DIP PDE6D PDLIM1 PDLIM7 PDP1 PELO PIGZ PIK3CB PKIB PLCD1 PLEKHA5 PLEKHM3 PLPP1 PMM1 PNMA1 POLA2 PON2 PPM1J PPP1R14A PPY PRELID2 PTGER2 PTK2 PTPN22 PTPRCAP PTTG1 QPCT QRSL1 RAB11FIP4 RAB29 RAB30 RAB3IP RAB7B RBBP8 RCN2 REC8 REEP3 REPS1 RFPL4A RFPL4AL1 RFTN1 RGCC RHEX RHOF RMI1 ROBO1 RUBCNL RUSC1 S100B SCARF1 SEL1L3 SEPTIN11 SERPINB9 SERPINF2 SH3RF2 SIGLEC10 SLAMF7 SLAMF8 SLC24A4 SLC25A12 SLC25A20 SLC25A29 SLC38A1 SLC46A3 SLC66A1 SLC9A7 SNRNP25 SNX22 SP140 SPATS2 SPINT1 ST14 ST3GAL2 STK17A STRADB STX3 SULF2 SVIP TACSTD2 TAP1 TAP2 THBD THEM4 TIFAB TK1 TLR10 TMEM102 TMEM14A TMEM156 TMEM191B TMEM191C TMEM38B TMEM97 TOMM34 TOP1MT TOX TP53RK TPMT TRERF1 TRIP6 TRPV2 TSPAN13 TSPAN15 TSPAN2 TSPAN33 TSPOAP1-AS1 TSTD1 UPK3A USP1 VAC14 VAV3 WDFY4 WDR41 XCR1 ZBED3 ZDHHC18 ZEB1 ZNF296 ZNF366 HE_LIM_SUN_FETAL_LUNG_C2_DC2_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C2_DC2_CELL ADAM28 ADAM8 ALCAM ARL4C BCL7A CCDC86 CD1C CD1E CD69 COL9A2 CYP2S1 FBLN2 FCER1A FCGR2B FILIP1L FLT3 GEM GPAT3 HLA-DOA HLA-DQB2 IL18 IL18BP IL1R2 IRF4 KCNMB1 KIF17 LGALS2 LPXN MAP4K1 MOB3B MSLN NAPSA NCKAP5 NDRG2 NR4A3 P2RY14 PKIB PPP1R14A PTGDR2 S100B SLAMF8 SLC38A1 SNAI3 SPINT1 ST14 TCTN3 TLR10 TMEM156 TMEM273 TMEM8B TVP23A VOPP1 HE_LIM_SUN_FETAL_LUNG_C2_DC3_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C2_DC3_CELL CD2 CES1 MTMR11 NRGN RNASE2 S100A8 UPK3A HE_LIM_SUN_FETAL_LUNG_C2_GMP_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C2_GMP_CELL ARMH1 AZU1 C16orf74 C1QTNF4 CITED4 CLEC11A CST7 CTSG DDX11 DEFA4 DEFB1 ELANE ERLIN1 FKBP11 FUT4 HERC5 HGF KCNE5 MCM6 MEG3 MGST1 MLC1 MPO MS4A3 MTARC1 MYB NKG7 NUCB2 PCLAF PRSS57 PRTN3 RAB44 RGL4 RNASE2 RNASE3 SERPINB10 SERPINB8 SLC43A1 TOP1MT TRGC1 TSPOAP1 HE_LIM_SUN_FETAL_LUNG_C2_HSC_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C2_HSC_CELL AAMDC AAR2 AASDH ABCB1 ABCB7 ABCC1 ABHD10 ABHD17B ABL2 ABLIM1 ABRAXAS1 ABRAXAS2 ABT1 ACAA2 ACAP1 ACAT2 ACBD6 ACCS ACOT13 ACOT2 ACP6 ACSM3 ACSS1 ACTL6A ACTR6 ACY1 ACYP1 ADA ADAT2 ADCY3 ADGRG1 ADK ADNP ADPRM AEBP1 AFAP1L2 AFMID AGBL5 AGL AGPAT4 AHDC1 AK3 AK6 ALDH18A1 ALDH1A1 ALDH1B1 ALDH6A1 ALG6 ALG8 ALG9 ALKBH2 ALKBH4 ALOX12-AS1 ANAPC1 ANAPC10 ANAPC7 ANGPT1 ANKLE2 ANKMY2 ANKRD26 ANKRD27 ANKRD28 ANKRD36 ANKRD36B ANKRD36C ANKRD46 ANKS3 ANTXR2 AP1G2 AP3M1 AP4B1 AP4M1 APP APTR ARHGAP22 ARHGEF3 ARHGEF9 ARID5B ARL13B ARL15 ARL16 ARL2 ARL4D ARMC6 ARMC8 ARMCX1 ARMH1 ARSD ARSK ASB9 ASF1A ASH1L-AS1 ASH2L ATAD1 ATG10 ATG4D ATIC ATP23 ATP2A3 ATP2C1 ATP6V0A2 ATP6V0E2 ATP8B4 ATPSCKMT ATXN7L1 ATXN7L3B AUH AUTS2 B3GALNT1 B3GNT2 B3GNTL1 B4GALT6 B9D2 BAALC BAMBI BCAS4 BCL2 BCL7A BCR BDH1 BDH2 BEND5 BEX2 BEX3 BICD1 BICRAL BIN3 BLMH BLZF1 BMP1 BMS1 BNIP1 BOLA1 BOLA2-SMG1P6 BRD8 BRF2 BSCL2 BSPRY BTBD3 BTN3A1 C11orf21 C12orf43 C12orf76 C14orf93 C15orf40 C16orf54 C16orf87 C17orf80 C18orf21 C19orf48P C1QTNF4 C1RL C1orf131 C20orf96 C21orf58 C2orf69 C7orf31 C9orf43 CA8 CABIN1 CACNA1C-AS1 CALCOCO1 CALCRL CAND1 CASC15 CASD1 CASP2 CASP3 CASP6 CASP7 CASP8 CAVIN1 CAVIN2 CBFA2T3 CBX2 CBX5 CCAR2 CCDC102A CCDC122 CCDC125 CCDC127 CCDC14 CCDC152 CCDC171 CCDC18 CCDC25 CCDC28B CCDC34 CCDC71 CCDC97 CCNB1 CCNB1IP1 CCND2 CCNJ CCNT2 CD109 CD200 CD244 CD320 CD34 CD38 CD69 CD7 CD79B CD82 CDADC1 CDC23 CDCA4 CDCA7 CDCA7L CDK17 CDK2 CDK6 CDKN2AIP CDKN2AIPNL CDT1 CEBPZOS CENPC CENPF CENPH CENPK CENPT CENPU CEP192 CEP20 CEP290 CEP41 CEP57L1 CEP68 CEP83 CEP85 CEP95 CEP97 CERCAM CERS5 CERS6 CETN3 CFAP119 CFAP20 CFAP298 CFAP36 CFAP68 CGRRF1 CHD1L CHEK2 CHRFAM7A CHRNB1 CHST11 CHST12 CHST13 CHST14 CIAO3 CIAPIN1 CIBAR1 CKAP2 CKB CLCN3 CLDN10 CLDN15 CLEC11A CLP1 CLSTN3 CMBL CMSS1 CMTM8 CNKSR3 CNNM2 CNOT10 CNPY2 CNST CNTROB COA1 COG6 COIL COL24A1 COPG2 COQ4 COQ8A COQ8B COQ9 COX11 COX15 CPA3 CPLANE1 CPT1A CPT2 CPXM1 CRCP CREB3L4 CRIPT CRNDE CROCC CRY1 CRYGD CRYZL1 CSGALNACT1 CSPP1 CSTF1 CSTF2T CSTF3 CSTPP1 CTPS1 CTPS2 CTSF CTSW CUL4A CUTC CXXC1 CXXC5 CYFIP2 CYP2R1 CYTL1 CYYR1 DAPK1 DBN1 DCAF13 DCAF16 DCAF17 DCAF6 DCTD DCTPP1 DCUN1D5 DDHD2 DDX1 DDX19A DDX50 DDX55 DEPTOR DFFA DGKE DGLUCY DHRS4-AS1 DIMT1 DIPK1B DKC1 DLG1 DLK1 DLST DMAC2 DMAC2L DMAP1 DNAAF2 DNAH14 DNAJC18 DNAJC9 DNAL4 DNMT3A DNMT3B DOLPP1 DPF2 DPH1 DPH5 DPH6 DPH7 DPPA4 DPY19L3 DSG2 DSTYK DTD1 DTNB DTWD1 DTX3 DUS2 DUS3L DUSP10 DUSP11 DUSP12 DUSP28 DVL2 DYNC2I1 DYNC2LI1 DYNLT5 DYRK1B DYTN DZIP3 EAF2 EARS2 EBP EBPL ECI2 ECSIT EDC3 EDEM2 EEF1AKMT2 EFHC1 EFL1 EIF1AY EIF2D EIF3J-DT EIF4EBP3 ELAC2 ELK1 ELOA-AS1 ELP2 ELP3 ELP6 EMC2 EMID1 EML2 ENTPD1-AS1 EPB41L4A-AS1 EPDR1 EPM2AIP1 EPS15L1 ERAL1 ERAP1 ERCC3 ERCC8 ERG ERG28 ERGIC1 ERICH6-AS1 ERLIN1 ERV3-1 ESAM ESCO1 ETAA1 ETFRF1 EVA1B EXD3 EXOC6 EXOG EXOSC2 EXOSC3 EXOSC7 EXOSC8 EXTL2 EZH2 F2R F2RL1 FADS1 FADS2 FAHD2A FAHD2B FAIM FAM117A FAM161A FAM172A FAM200A FAM216A FAM219B FAM222B FAM30A FAM50B FAM76B FAM86C1P FANCF FANCL FANCM FAR2 FARSB FASTKD1 FASTKD2 FASTKD5 FBXL4 FBXO38 FBXW9 FGF16 FHIP2A FHIT FHL1 FIRRE FKBP7 FLNB FMC1 FPGS FRA10AC1 FSTL1 FUNDC1 FUT8 G2E3 GABPA GABPB1 GABPB1-AS1 GALNT7 GAPT GAR1 GART GATA2 GATA2-AS1 GATB GATC GBP2 GBP3 GBP4 GCDH GCFC2 GCNT1 GEMIN4 GFER GFI1B GFM1 GFM2 GFOD2 GGH GLE1 GLI4 GLIDR GLMN GMCL1 GMDS GMDS-DT GMPR GMPS GNA12 GNAI1 GNG11 GNPAT GNPNAT1 GOLGA8B GOLPH3L GORAB GOT2 GPANK1 GPATCH4 GPHN GPN1 GPR146 GPR89A GPR89B GPSM2 GPX7 GRAP GRWD1 GSE1 GSKIP GSTM1 GSTM2 GSTM3 GSTZ1 GTF3C2 GTF3C3 GTF3C5 GTPBP3 GUCY1A1 GUCY1B1 GUF1 H2AC14 H2AC25 H2BC11 HACD1 HACD3 HACL1 HARS1 HAT1 HAUS1 HAUS3 HCG11 HCG18 HDAC6 HDAC7 HDAC8 HDDC2 HDGFL3 HDHD3 HEATR1 HECTD3 HELLS HEMGN HENMT1 HEXD HIBADH HIBCH HIC2 HLTF HMG20A HMGA2 HMGB3 HNRNPA1L3 HOMEZ HOPX HOXA10 HOXA7 HOXA9 HOXB2 HOXB4 HPGD HPS4 HSD17B8 HSF2 HSH2D HSPA13 HTR1F HTRA2 HUS1 HYAL2 HYAL3 IARS1 ICA1 ICAM2 ICE2 IDNK IFI27L1 IFRD2 IFT122 IFT172 IFT22 IFT57 IFTAP IGF1R IGF2BP1 IGF2BP2 IGFBP7 IGLL1 IGSF10 IGSF8 IKZF2 IL12RB2 IL18 IL1RAP IL27RA IMMP1L IMMP2L IMPA1 ING3 ING4 ING5 INKA1 INPP4B INTS13 INTS4 INTS7 INTS8 INTS9 IP6K2 IPO11 IPO13 IPO5 IQCB1 IQSEC3-AS2 IRF4 ISOC1 ISY1 ISYNA1 ITFG2 ITGA5 ITGA6 ITGB3BP ITM2A JAM3 JMJD4 JPX JUP KANSL3 KAT6B KATNB1 KBTBD4 KCNN4 KCNQ1OT1 KCNQ5 KCTD18 KCTD3 KDM1A KDM5B KEAP1 KHDC4 KIAA1586 KICS2 KIF9 KIFAP3 KIT KIZ KLF12 KLHDC2 KLHL12 KLHL20 KLHL23 KLHL6 KLHL7 KLRG1 KMT2A KNOP1 KPTN KRBA2 KRBOX4 KRBOX5 KRIT1 KRR1 L3HYPDH LANCL1 LAPTM4B LAS1L LDAF1 LDAH LDOC1 LEMD3 LETMD1 LIAS LIG3 LINC00539 LINC00623 LINC00662 LINC00665 LINC00667 LINC01003 LINC01023 LINC02210-CRHR1 LINC02573 LINC03052 LLPH LMBR1 LMF1 LMNB1 LONRF1 LPIN1 LRBA LRP5 LRP5L LRRC23 LRRC27 LRRC41 LRRC42 LRRC61 LRRC70 LRRC8A LRRC8B LRRC8D LRRFIP2 LSG1 LTBP4 LXN LYRM1 LYRM7 LYRM9 LZTFL1 LZTS2 MACIR MACO1 MACROD1 MAD2L1 MAGED1 MAGEH1 MAN1B1 MAN2A2 MANBAL MAP1A MAP2K5 MAP3K7 MAP4K2 MAP7 MAP7D3 MAP9 MAPK8 MAPKAPK5-AS1 MARK4 MAST4 MATK MBD5 MCM2 MCM3 MCM3AP-AS1 MCM7 MCRS1 MCTP2 MDC1 MDK MDM1 ME3 MECOM MECR MED17 MED19 MED20 MED21 MEF2C-AS1 MEG3 MEIS1 MEN1 MEST METAP1 METAP1D METTL1 METTL14 METTL15 METTL17 METTL18 METTL2A METTL3 METTL8 MEX3A MEX3B MFAP1 MFAP2 MFAP4 MFGE8 MFSD14A MIB1 MIEF1 MINPP1 MIR181A1HG MIR181A2HG MIR4458HG MIS18A MIX23 MKRN2 MKS1 MLC1 MLH3 MLLT3 MLST8 MMAB MMRN1 MMS19 MMUT MOAP1 MOB2 MOK MOV10 MPHOSPH10 MPHOSPH9 MPI MPL MPO MRE11 MRM1 MRM3 MRPL1 MRPL10 MRPL19 MRPL2 MRPL32 MRPL42 MRPL45 MRPL46 MRPL48 MRPL49 MRPL50 MRPS14 MRPS18A MRPS2 MRPS22 MRPS27 MRPS30 MRPS9 MRTO4 MSH2 MSI2 MSMO1 MSRB3 MTERF3 MTG1 MTHFD1 MTHFD2L MTHFSD MTM1 MTMR2 MTR MTRF1L MTRFR MTX2 MUTYH MYB MYC MYCN MYL6B MYLK-AS1 MYO18A MYO9A MZB1 MZF1 MZT1 NAA35 NAA80 NAE1 NAP1L3 NAPA-AS1 NAPEPLD NARS2 NBAS NBN NBPF1 NBPF11 NCBP2 NCBP2AS2 NDN NDUFAF1 NDUFAF6 NDUFAF7 NEDD1 NEDD4 NELFA NFATC1 NFE2 NFRKB NFYA NGDN NGLY1 NHLRC3 NIFK-AS1 NIP7 NIPAL3 NIPSNAP1 NIT2 NKAPD1 NLE1 NMD3 NME1 NME6 NME7 NMRAL1 NNT-AS1 NOA1 NOB1 NOC3L NOG NOL11 NOL8 NOLC1 NOMO1 NOP2 NPR3 NQO1 NR1H3 NR2C1 NR2C2AP NR6A1 NREP NSMAF NSUN3 NSUN4 NT5C2 NT5C3A NT5C3B NTHL1 NTPCR NUBPL NUCB2 NUDCD1 NUDT11 NUDT17 NUDT2 NUFIP1 NUP107 NUP155 NUP35 NUP37 NUP54 NUTM2B-AS1 NVL NXPE3 OARD1 OBI1 OCIAD2 ODF2 ODF2L OGFOD1 OMA1 ORAI2 ORC2 OSGEPL1 OXCT1 OXLD1 P2RX1 P2RY8 P3H1 P4HTM PAAF1 PABIR2 PAICS PAK1IP1 PAK4 PALS1 PALS2 PAM PAM16 PAPOLG PAPSS1 PARP6 PAXIP1-AS2 PBX1 PBXIP1 PCCB PCMTD2 PCNX4 PCYT2 PDCD11 PDCD4-AS1 PDCD7 PDCL PDE4D PDE7A PDIK1L PDLIM1 PDRG1 PEAR1 PELI2 PES1 PEX10 PEX14 PEX2 PEX5 PEX6 PFAS PFKM PFKP PGAP2 PGM2L1 PGRMC1 PHC1 PHF19 PHF6 PHGDH PHLPP1 PHTF1 PIAS3 PIAS4 PIBF1 PIGB PIGBOS1 PIGM PIGO PIGP PIGU PIGV PIK3C3 PILRB PIM1 PINLYP PIP5K1B PITPNA-AS1 PITPNB PKD2 PKIG PLA2G12A PLA2G6 PLAG1 PLAGL1 PLCB1 PLCXD1 PLEKHA5 PLPP1 PLPP5 PM20D2 PMM2 PMS1 PMS2 PNMA1 PNPT1 POC1B PODXL2 POGLUT1 POGLUT2 POLD1 POLD2 POLG2 POLI POLL POLM POLR1C POLR1F POLR2C POLR2D POLR2M POLR3D POLR3E POLR3F POT1 PPAT PPFIBP1 PPIE PPM1D PPP1R37 PPP1R8 PPWD1 PRELID2 PREP PRH1 PRIM1 PRIM2 PRIMPOL PRKACB PRKAR1B PRKCH PRKCQ PRMT3 PRMT5 PRMT6 PROM1 PRPF39 PRPS1 PRR3 PRR7 PRSS57 PRUNE1 PRXL2A PSKH1 PSMD10 PSMG4 PSPH PTAR1 PTCD3 PTER PTGDR2 PTGER2 PTK2B PTP4A3 PTPN7 PTPRCAP PTTG1 PUS7L PXDN PXMP2 PXN-AS1 PYCR1 PYGO2 QTRT1 R3HDM1 RAB30-DT RAB34 RAB37 RAB3IP RABEPK RABGAP1 RABL2A RAC3 RAD17 RAD18 RAD50 RAD51C RALGPS2 RAMP1 RARS1 RAVER1 RBAK RBM12B RBM19 RBM28 RBM34 RBM4 RBM41 RBM48 RBM7 RBPMS RCBTB1 RCC1 RCC1L RCCD1 RCE1 RCL1 RCN1 RCN2 REC8 RECQL5 REPS1 RETREG3 REXO2 REXO5 RFC3 RFX3 RFX5 RGL4 RGP1 RGS3 RHBDD3 RHEX RHOBTB1 RHOBTB3 RHOH RIDA RIMKLB RIOK2 RIOX1 RMND1 RNASEH1-DT RNASEH2A RNF125 RNF144A RNF214 RNF220 RNF24 RNF31 RNF8 RNFT1 ROBO3 RP9 RPAP1 RPAP2 RPGR RPP38 RPP40 RPRD1A RPTOR RPUSD4 RRAGB RRP15 RRP1B RRP8 RRP9 RSAD1 RSPRY1 RUSF1 RUVBL1 RUVBL2 RWDD3 RXYLT1 S1PR4 SAAL1 SACS SAMD13 SARS2 SATB1 SCAMP1 SCAMP1-AS1 SCARF1 SCCPDH SCFD2 SCMH1 SCML2 SCML4 SCOC SCRN2 SDE2 SEC22B SEC22C SEH1L SELENOI SEPTIN11 SERF1A SERF1B SERPINE2 SETD4 SETD9 SETMAR SFXN1 SFXN4 SGF29 SGO2 SHF SHPRH SHQ1 SIRT3 SIRT5 SKAP1 SLC12A2-DT SLC16A1 SLC17A9 SLC22A16 SLC25A17 SLC25A20 SLC25A26 SLC25A29 SLC25A38 SLC27A5 SLC30A9 SLC35B2 SLC35B3 SLC35E2A SLC35E3 SLC37A1 SLC38A5 SLC39A3 SLC39A8 SLC41A3 SLC43A1 SLC44A2 SLC45A3 SLC48A1 SLC9A7 SLC9B2 SLF1 SMAD1 SMAD5 SMARCAD1 SMARCAL1 SMARCD1 SMC2 SMIM1 SMIM24 SMIM27 SMIM8 SMN2 SMURF2 SMYD3 SNAPC3 SNCA SNHG10 SNHG19 SNHG30 SOCS2 SORD SORL1 SP2 SPAG16 SPART SPATA7 SPATC1L SPATS2 SPIDR SPIN1 SPIN2B SPINK2 SPOCK2 SPRY1 SPTAN1 SPTBN1 SQLE SRBD1 SRD5A3 SRP68 SRPK1 SRSF8 SSBP2 ST3GAL3 ST3GAL4 STAMBP STAP1 STARD10 STAT5B STEEP1 STIM1 STK16 STK26 STK38 STMN3 STN1 STRADA STRBP STRIP1 STX17 SUCLA2 SUGP1 SULT1C4 SUPT20H SUPT3H SUPV3L1 SVIP SVOPL SWSAP1 SYNE1 SYNGAP1 SYNGR1 SYTL1 TAB1 TADA1 TAF2 TAF8 TAMM41 TAPT1 TARBP1 TARBP2 TARS3 TASP1 TBC1D10C TBC1D22B TBC1D23 TBC1D25 TBC1D31 TBCCD1 TBCK TBL2 TBP TCAF1 TCEAL9 TCEANC2 TDP2 TEC TEFM TESMIN TESPA1 TEX10 TEX30 TFAP4 TFB1M TFB2M TFDP2 TFPI TGDS TGFBRAP1 TGIF2 THG1L THOC3 TIA1 TIE1 TIMM8A TIMM9 TIMP3 TIPIN TM7SF3 TMA16 TMCC1-DT TMCO3 TMEM101 TMEM106B TMEM106C TMEM11 TMEM135 TMEM163 TMEM177 TMEM18 TMEM182 TMEM184C TMEM185A TMEM185B TMEM216 TMEM220 TMEM220-AS1 TMEM245 TMEM254 TMEM260 TMEM263 TMEM35B TMEM38B TMEM41A TMEM43 TMEM63A TMEM68 TMEM69 TMEM87A TMEM9 TMIGD2 TMTC4 TNFSF4 TNIK TNPO2 TOGARAM1 TOP1MT TOPORS TOR1B TOX TP53I13 TP53I3 TPCN2 TPGS2 TPRA1 TRAFD1 TRAM2 TRANK1 TRAPPC2 TRBC2 TRH TRIM13 TRIM24 TRIM4 TRIM52 TRIM56 TRIM58 TRIP6 TRMT10C TRMT13 TRMT61A TRMT61B TRNT1 TRO TRUB2 TSC22D1 TSEN15 TSEN54 TSN TSPAN13 TSPAN2 TSPAN32 TSPYL4 TSTD1 TSTD2 TTC19 TTC27 TTC31 TTC32 TTC4 TTC5 TTLL12 TTN-AS1 TUBB4A TUBB6 TUBGCP4 TXLNG TXNL4B TYMS TYW3 UBA5 UBA6-DT UBA7 UBE2T UBFD1 UBIAD1 UBL4A UBL7-DT UBR5-DT UBXN7 UHRF1 UHRF2 ULK3 ULK4 UNC13D UNC45A UNG UPF3B UQCC6 URI1 USP11 USP14 USP20 USP21 USP42 USP47 UTP4 VAMP5 VAT1 VEZT VILL VIPAS39 VRK1 WARS2 WASF1 WDR12 WDR18 WDR3 WDR43 WDR46 WDR48 WDR49 WDR5 WDR54 WDR59 WDR75 WDR83 WDSUB1 WFDC1 WRNIP1 WWOX XAF1 XKR8 XPOT XXYLT1 YAE1 YARS1 YARS2 YDJC YEATS4 YIPF2 ZBED5 ZBTB16 ZBTB20 ZBTB44 ZBTB45 ZBTB8A ZC3H14 ZC3H6 ZC3H8 ZC3HC1 ZC4H2 ZCCHC7 ZCCHC9 ZDHHC21 ZDHHC9 ZEB1 ZER1 ZFAND1 ZFAND2B ZFP14 ZFP64 ZFP90 ZFPL1 ZFYVE1 ZFYVE27 ZKSCAN1 ZKSCAN4 ZMYM1 ZMYM4 ZMYND11 ZMYND8 ZNF121 ZNF131 ZNF134 ZNF141 ZNF195 ZNF226 ZNF227 ZNF253 ZNF254 ZNF260 ZNF266 ZNF268 ZNF28 ZNF281 ZNF302 ZNF326 ZNF329 ZNF33B ZNF346 ZNF37A ZNF397 ZNF410 ZNF420 ZNF426 ZNF429 ZNF439 ZNF444 ZNF445 ZNF451 ZNF493 ZNF496 ZNF506 ZNF512 ZNF521 ZNF529 ZNF561 ZNF566 ZNF574 ZNF576 ZNF606 ZNF610 ZNF618 ZNF627 ZNF639 ZNF664 ZNF667-AS1 ZNF668 ZNF677 ZNF680 ZNF69 ZNF691 ZNF692 ZNF7 ZNF708 ZNF711 ZNF717 ZNF736 ZNF737 ZNF738 ZNF74 ZNF75A ZNF766 ZNF771 ZNF830 ZNF84 ZNF85 ZNF875 ZNF91 ZNHIT6 ZNRF1 ZSCAN18 ZSCAN2 ZSCAN21 ZSCAN9 ZW10 HE_LIM_SUN_FETAL_LUNG_C2_HSC_ELP_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C2_HSC_ELP_CELL ABCD4 ABHD4 ACAP1 ACBD6 ACOT13 ACOT2 ACOX3 ACSS1 ACTR6 ACY3 ADA ADAT2 ADGRG1 ADPRM AK3 ALDH1A1 ALKBH4 ANGEL1 ANGPT1 ANKRD28 AP1G2 APP ARHGEF3 ARID5B ARMH1 ATP2A3 AUTS2 B3GNT2 BAALC BCAS4 BCL11A BCL2 BDH2 BEND5 BET1 BEX2 BEX3 BIN3 BPNT1 BRF2 C11orf54 C16orf54 C1QTNF4 C4orf46 CA8 CALCRL CAMK2G CAVIN1 CAVIN2 CBX2 CBX8 CCNB1IP1 CD109 CD200 CD34 CD3E CD69 CD7 CD79A CD79B CD82 CDCA7 CDCA7L CDK6 CEP290 CEP70 CFAP68 CHD1L CHRM3 CHST12 CLDN15 CLEC2D CLIP3 CLNK CMBL CMTR2 CNST CPXM1 CRACD CREB3L4 CRHBP CRY1 CSGALNACT1 CSNK1G1 CSTPP1 CTSW CUTC CXXC5 CYFIP2 CYTL1 CYYR1 DBN1 DCP1B DLK1 DNAJC18 DNASE1 DNMT3A DNMT3B DPH5 DPPA4 DVL2 EBPL EFNA1 EIF3J-DT ELP4 EMCN EPB41L4A-AS1 ERG ERGIC1 ERI1 ERMP1 ESAM EXD2 EXT2 FAM117A FAM216A FAM228B FAM30A FARSB FCMR FHIP2A FHL1 FUT8 GABPB1-AS1 GATA2 GATA3 GBP4 GIMAP2 GLMN GMDS-DT GNAI1 GNG11 GNL3L GPR146 GRAP GSTM2 GUCY1A1 H2BC11 H2BC12 H2BC7 H3C10 HACD1 HARS2 HCG18 HDAC7 HEMGN HLF HMGA2 HOPX HOXA9 HOXB2 HOXB4 HPGD HSH2D HTR1F ICA1 ID3 IFT57 IGF2BP1 IGF2BP2 IGHD IGHM IKBKE IMPA1 INPP4B INTS12 INTS4 IPO11 ISYNA1 ITM2A JCHAIN JUP KAT6B KCNN4 KCNQ1OT1 KDM5B KIT KLHDC2 KLRG1 KPNA5 KRBOX4 KRI1 LAPTM4B LCK LEF1 LINC00665 LINC02573 LMAN2L LPIN1 LRBA LRRC61 LRRC70 LTB LXN LZTFL1 MAGED1 MAP4K2 MAST4 MATK MDK MED17 MED21 MED9 MEG3 MEIS1 MEST MFAP2 MFAP4 MIB2 MKS1 MLC1 MLLT3 MMAB MMRN1 MPHOSPH9 MRM3 MRPL45 MRPS27 MSH2 MSI2 MSMO1 MSRB3 MTA3 MTMR6 MTRFR MUL1 MUTYH MYB MYL6B MZB1 NDN NDUFAF7 NFE2 NIBAN3 NIPSNAP1 NKG7 NOG NOP2 NPR3 NREP NT5C3B NTHL1 NUCB2 NUP107 OBI1 OCIAD2 ODF2L OXLD1 PAM PBXIP1 PDCD4-AS1 PDE7A PFKP PGAP2 PHGDH PIGQ PIGU PLAAT4 PLCB1 PM20D2 PMS2 PODXL2 POLR2C PRKACB PRKCQ PRKD2 PROM1 PRORP PRSS2 PRSS57 PTGDR2 PTK7 PTPN7 PTPRCAP PXDN QTRT1 RAB13 RAB37 RAMP1 RASD1 RBPMS RCL1 RCN1 RCN2 RDH14 RGP1 RHOBTB3 RHOH RHPN1 RNF220 RNF31 RPP40 RPRD1A RRP9 S1PR4 SAMD3 SATB1 SCAI SCMH1 SCN3A SCO2 SCRN2 SELENOI SEPTIN1 SEPTIN11 SERF1B SERPING1 SETD1A SHQ1 SLC17A9 SLC25A51 SLC2A5 SLC37A1 SLC39A8 SLC9B2 SMAGP SMARCAL1 SMIM24 SMYD3 SNHG21 SNRPN SOCS2 SPAG16 SPATA2L SPINK2 SPOCK2 SPTBN1 SS18 SSBP2 STAP1 STARD9 STIM1 STK26 STMN3 STRBP SULT1C4 SUPT3H SUPV3L1 SVIP SYNGR1 SYTL1 TARBP1 TASP1 TBC1D10C TBCC TCTN1 TEC TESMIN TEX30 TFDP2 TFPI THEM6 TIE1 TIMP3 TM7SF3 TMEM106B TMEM135 TMEM200A TMEM254 TMEM38B TMIGD2 TNFSF4 TNFSF8 TOX TP53BP1 TP53I3 TRAF3IP2-AS1 TRANK1 TRBC2 TRBV28 TRH TRIM32 TRIM5 TRUB1 TSC22D1 TSPAN2 TSPAN5 TTI1 TUBG2 UBR5-DT UMPS UQCC6 USP11 USP20 VARS2 VEZT VPREB1 VWA5A XXYLT1-AS2 ZCCHC7 ZEB1 ZNF100 ZNF140 ZNF212 ZNF23 ZNF254 ZNF302 ZNF420 ZNF44 ZNF444 ZNF493 ZNF506 ZNF512 ZNF521 ZNF574 ZNF576 ZNF606 ZNF711 ZNF738 ZNF74 ZSCAN12 ZSCAN18 HE_LIM_SUN_FETAL_LUNG_C2_MEGAKARYOCYTE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C2_MEGAKARYOCYTE AATK ABCA7 ABCC3 ABCC4 ABHD16A ABHD4 ABLIM1 ABLIM3 ACAD8 ACCS ACRBP ACTR3B ACVR1 ADAT2 ADCY6 ADIPOR2 ADORA2B AFAP1 AGBL5 AGPAT1 AHCTF1 AKT2 ALAD ALOX12 ANGPT1 ANK1 ANKRD28 ANKRD33B ANKRD9 ANO6 ANXA3 AP5S1 APPL2 AQP10 ARG2 ARHGAP10 ARHGAP21 ARHGAP6 ARHGEF12 ARHGEF3 ARL15 ARL6IP6 ARMC8 ASAP2 ASB8 ASH2L ATE1 ATG4D ATG9A ATOSB ATP2A3 ATP2C1 ATP8A1 AXIN1 B3GNT2 BANK1 BBC3 BCL2L1 BET1 BET1L BEX3 BIVM BLTP1 BLZF1 BTN3A2 C11orf21 C12orf75 C19orf33 C1orf116 C1orf198 C2orf88 C3orf52 CA13 CA2 CALCOCO1 CALD1 CALU CARMIL1 CASP3 CASP6 CASS4 CATSPER1 CAVIN2 CCDC28B CCDC68 CCL5 CCR4 CCRL2 CD109 CD151 CD226 CD40LG CD69 CD82 CD9 CDC14B CDC37L1 CDIP1 CDK17 CDK2 CDKN2D CENPT CENPV CFAP45 CGRRF1 CHST12 CKAP5 CKB CLCN3 CLCN4 CLDN5 CLEC1B CLIC4 CLIP2 CLU CMAS CMTM2 CMTM5 CNST COL24A1 COMTD1 COPS4 COQ2 CPNE5 CR1L CRAT CRKL CST7 CSTPP1 CTDSPL CTNNAL1 CTNS CTSW CTTN CXCL2 CXCL3 CYB5R1 CYREN DAAM1 DBN1 DCAKD DCLRE1A DENND2C DENND4C DGKD DGKG DGKI DHCR7 DHRS7B DMTN DNAJB2 DNAJC16 DNM3 DOLPP1 E2F3 E2F6 ECE1 EFHC2 EFNB1 EFNB2 EGF EGLN2 EGLN3 EHD3 ELOVL7 EMILIN1 EML2 ENDOD1 ENO2 ENTREP3 EPDR1 EPHX2 EPOR EPS15L1 ESAM EVA1C EXOC3L2 F11R F2R F2RL3 FADS1 FADS2 FAH FAM104A FAM157C FAM234A FAM30A FAM83D FAR2 FAXDC2 FBXW9 FHL1 FHL2 FHOD1 FKBP1B FN3K FNBP1L FRMD3 FURIN FUT8 FYN GABRE GADD45A GADD45G GAS2L1 GATA1 GATA2 GCLM GCSAML GET1 GFI1B GFOD1 GJA4 GMPR GNAZ GNB5 GNG11 GOLGA2 GOLT1B GP1BA GP5 GP6 GP9 GPD2 GRAP2 GRK4 GRK5 GRTP1 GSAP GSE1 GTDC1 GTF3C5 GTPBP2 GUCY1B1 H2BC11 H2BC4 H2BC7 H3C10 HBD HBG1 HBQ1 HEMGN HERC1 HEXIM1 HEXIM2 HGD HIPK2 HNRNPLL HPGD HPSE HSDL1 HTATIP2 HTRA2 HYI ICA1 ICAM2 IFI27L1 IFT57 IGF1R IGF2BP2 IGSF10 INAFM2 INF2 ING5 INKA1 INKA2 INPP4B INPP5B INSIG2 IRAG1 IRAK2 ISCA1 ISOC1 ITFG1 ITGA2B ITGA6 ITGB3 KALRN KCNE3 KCTD10 KCTD20 KIAA0232 KIAA0513 KIFAP3 KIFC3 KLF9 KLHDC8B KLHL5 KLHL6 LANCL3 LAPTM4B LAT LCA5 LCN2 LDLRAP1 LGALS12 LGALSL LIMA1 LIN54 LINC00989 LINC01003 LINC01089 LINC02284 LIPH LMNA LRBA LRP12 LRRC32 LRRC8B LRRC8D LRRFIP2 LTBP1 LURAP1L LXN LY6G5C LY6G6F LYPLAL1 MACIR MAD2L1BP MADD MAFG MAN2A2 MAP1A MAP1LC3A MAP3K5 MAP4K2 MAP4K5 MAPK6 MARCHF2 MARCHF3 MAST4 MAVS MBOAT2 MBTD1 MCTP2 MCU MDM1 MED12L MEG3 MEIS1 MEST MFAP3L MFSD2B MGAT4B MGLL MICU1 MIGA2 MINDY1 MINDY2 MINPP1 MIR4435-2HG MITF MLC1 MLH3 MMD MMRN1 MOB1B MOB3C MPIG6B MPL MPP7 MSANTD3 MTFR1L MTHFD2L MTURN MYCT1 MYL9 MYLK MYO18A MYOM1 NAE1 NBEAL2 NCK2 NCKAP1 NCKIPSD NDST1 NECTIN2 NET1 NEXN NFATC1 NFE2 NFIB NHLRC2 NID1 NLK NLRC5 NLRX1 NOL4L NPAT NPRL3 NRGN NSMCE3 NT5C3A NT5M OPHN1 ORAI1 ORAI2 OSBP2 OTUD5 OXCT1 P2RX1 P2RY1 PADI4 PANX1 PAPSS1 PAPSS2 PARD3 PBX1 PCSK6 PCYOX1L PDE3A PDE4D PDE5A PDGFA PDGFB PDGFC PDIA5 PDK1 PDLIM1 PDLIM7 PDZD8 PEAR1 PELO PEX3 PF4 PF4V1 PFKP PGM1 PGRMC1 PHETA2 PHKA2 PHTF1 PHTF2 PIK3CB PIK3R6 PIM1 PKHD1L1 PKIG PKP2 PLA2G12A PLAG1 PLCH1 PLEKHF2 PLOD2 PLPP5 PNMA1 PPBP PPM1A PPM1L PPP1R14A PPP1R35 PRICKLE1 PRKAA1 PRKAR1B PRKAR2B PRKCQ PRKD2 PROS1 PROSER2 PRR7 PRTFDC1 PRUNE1 PSRC1 PTCRA PTGER3 PTGIR PTGS1 PTK2 PTK7 PTP4A3 PTPN12 PYCR2 PYGB RAB11FIP3 RAB13 RAB27B RAB30 RAB33A RAB37 RAB38 RAB3C RAMP1 RASA3 RASGRP3 RBM38 RBPMS2 RCHY1 RCL1 RDH11 RECQL5 RGS3 RGS6 RHAG RHBDD1 RHD RHOBTB1 RHOF RIPOR3 RIT1 RNF11 RNF24 RNF34 RNF8 ROCK2 RTN2 RUFY1 SACM1L SAMD14 SAV1 SCFD2 SCYL2 SDC4 SELP SEPTIN11 SERPINE1 SERPINE2 SERPINH1 SESTD1 SFI1 SH3BGRL2 SIAE SIAH2 SIRT3 SLA2 SLAIN2 SLC10A3 SLC18A2 SLC22A17 SLC24A3 SLC30A5 SLC35D1 SLC35D3 SLC37A1 SLC39A3 SLC39A4 SLC44A1 SLC44A2 SLC50A1 SLC7A1 SLC7A5 SLC9A1 SLFN14 SLMAP SLX4 SMIM1 SMIM3 SMIM5 SMOX SMTN SMYD3 SNCA SPARC SPATS2 SPHK1 SPIN2B SPRY1 SPTB SPTBN1 SPX SRC SRSF8 SSBP2 SSX2IP ST3GAL3 STIM1 STK17A STK26 STOM STON2 STRADB STRN4 STX1A STXBP5 SUSD1 SWI5 SYTL4 TAL1 TANGO2 TBC1D20 TBC1D25 TBPL1 TBXA2R TC2N TCEA2 TCEAL9 TCTA TDRP TEC TECPR2 TENT5C TESPA1 TFPI TGFB1I1 THBS1 TIMM22 TIMP3 TJP2 TLK1 TM6SF1 TMED8 TMEM140 TMEM163 TMEM164 TMEM185A TMEM263 TMEM40 TMEM41A TMEM45A TMEM63A TMEM63B TMEM64 TMEM87B TMEM91 TMSB4Y TNFAIP8L1 TNFSF4 TNIK TNNC2 TNNI3 TNS1 TOM1L2 TPM1 TPM2 TRAFD1 TRAPPC2 TRAPPC3L TREML1 TRIM13 TRIM24 TRIM58 TRIP10 TRPC6 TSC22D1 TSPAN13 TSPAN15 TSPAN18 TSPAN2 TSPAN32 TSPAN9 TSPOAP1-AS1 TTC33 TTC39B TTC5 TTC7B TUBA4A TUBA8 TUBB1 TUBGCP4 TVP23B TWSG1 TXNL4B UBASH3B UBE2C UBE2O UBL4A UNC13D UNC45A USP20 USP47 UTY UXS1 VAMP7 VANGL1 VAPB VIM-AS1 VKORC1L1 VPS13A VPS26B VPS37B VWA5A WASF1 WDR44 WFDC1 WIPI1 WRNIP1 XIRP2 XK XPNPEP1 XYLT2 YES1 YOD1 ZBTB16 ZC3HAV1L ZCCHC17 ZFAND2B ZFYVE21 ZGLP1 ZMYND8 ZNF175 ZNF185 ZNF33A ZNF431 ZNF664 ZNF778 HE_LIM_SUN_FETAL_LUNG_C2_MYELOCYTE_LIKE_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C2_MYELOCYTE_LIKE_CELL ANXA3 BPI CAMP CD177 CDA CHI3L1 CRISP3 DEFA1B DEFA3 HP LCN2 LTF MMP9 PGLYRP1 RGL4 S100A12 S100P TFF3 HE_LIM_SUN_FETAL_LUNG_C2_NEUTROPHIL_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C2_NEUTROPHIL_CELL ACSL1 ADGRE3 ADGRG3 ADM ANXA3 AP5B1 APOBEC3A AQP9 ASGR1 BST1 CDA CKAP4 CLEC4D CLEC4E CLEC5A CMTM2 CPD CYFIP2 CYP1B1 DGAT2 DYSF ECE1 F5 FCAR FCGR3B FOLR3 FPR2 G0S2 HK2 HK3 HP IGF2R LILRA5 LINC00937 LINC03078 LRRK2 LTB4R MCEMP1 MEGF9 MGAM MTARC1 NFE2 ORM1 ORM2 PADI2 PADI4 PELATON PGLYRP1 PROK2 QPCT RAB27A RBP7 RGL4 S100A12 S100A8 S100P SLC11A1 STEAP4 THBS1 TNFAIP6 TNFRSF10C TREM1 TUBA4A VNN1 VNN2 VNN3P HE_LIM_SUN_FETAL_LUNG_C2_NON_CLASSICAL_MONOCYTE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C2_NON_CLASSICAL_MONOCYTE APOBEC3A BIRC3 CD300E CD79B CDC42EP2 CDKN1C CLEC12A FCGR3A GBP2 GCH1 HK3 IFITM1 LILRA1 LILRA5 PELATON PTGIR TCF7L2 HE_LIM_SUN_FETAL_LUNG_C2_PDC_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C2_PDC_CELL A1BG ABHD15 ADA ADAM19 ADAT3 ADGRG5 AEBP1 AHI1 APP ATP13A2 ATP2A3 BCL11A BCL7A C12orf75 CARD11 CCDC186 CD2AP CD3E CD7 CDCA7L CDH23 CDKN2D CHML CIB2 CLEC4C CLIC3 COBLL1 COL26A1 CUX2 CXCR3 CXXC5 CYB561A3 DERL3 DNASE1L3 DUSP5 EPHA2 EPHB1 ERN1 FUZ GNG7 GPX7 GRAMD1B GZMB HS3ST1 HS3ST3B1 IDH3A IFIT2 IFNLR1 IGHM IGKC IGLC2 IGLC3 IGLL5 IL3RA IRF4 JCHAIN KCNK17 KCTD5 KIRREL3 KPTN LAMP5 LILRA4 LIME1 LINC00513 LINC00865 LINC00996 LRRC26 LRRC36 LTB LY9 MAP1A MAPKAPK2 MDFIC MNAT1 MYBL2 MZB1 NEK8 NIBAN3 NPC1 OCIAD2 PACSIN1 PAFAH2 PARP10 PCED1B PFKFB2 PLVAP PMEPA1 PPM1J PPM1K PPP1R14B PRMT7 PRXL2A PTCRA PTPRCAP PTPRS RASD1 RECQL5 RELL2 RHEX RUNX2 SCT SEL1L3 SEMA7A SEPTIN1 SERPINF1 SGSM3 SH2D3C SIT1 SLA2 SLAMF7 SLC15A4 SLC20A1 SLC2A1 SLC37A1 SLC44A2 SLC7A5 SMC6 SMIM5 SMPD3 SOCS1 SPIB SPON2 ST3GAL2 ST6GALNAC4 STAMBPL1 STRBP SVIP TASP1 TCL1A TLR9 TMEM63A TMEM8B TMIGD2 TNFRSF17 TNFRSF21 TNNI2 TPM2 TRAF4 TSPAN13 TTC24 TTC39A TUBB6 UGCG ULK1 ZDHHC17 ZFAT ZNF296 HE_LIM_SUN_FETAL_LUNG_C2_PLATELET_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C2_PLATELET_CELL ABCC4 ACAD8 ACRBP ACSM3 ADORA2B AEN AGO3 AGPAT5 ALOX12 ANK1 ANKRA2 ANKRD33B ANKRD49 ANKRD9 ANXA3 AQP10 ARHGAP6 ARID5B ARL15 ARRDC4 ASH1L-AS1 ATG4D ATG9A ATOSA ATP6V0A2 B3GNT2 B4GALT4 BBC3 BCL2L1 BET1 BLTP3A BLZF1 BMT2 BPGM BROX BSDC1 BTBD19 C12orf76 C1orf52 C2orf88 CA2 CARMIL1 CASP3 CAV2 CAVIN2 CBLB CCNT2 CD226 CD58 CDC16 CDK17 CDK7 CDKL1 CEP44 CHAMP1 CISH CLCN3 CLCN7 CLEC1B CLK4 CMAS CMTM5 CNST COL24A1 COX10 CPEB2 CPEB4 CREBRF CREBZF CRKL CRYM CTNNAL1 CTNS CXCL3 DAAM1 DCLRE1A DENND4C DEPP1 DGKD DIPK1B DLEU2 DMTN DNM3 DPH2 E2F1 E2F3 ECE1 EGLN3 ELL2 ELOVL7 ENDOD1 EPB41 ESAM F2R FAM210B FAXDC2 FBXO3 FBXO30 GAB1 GADD45A GADD45G GAS2L1 GATA1 GATA2 GCLM GDF15 GFI1B GMPR GNG11 GP1BA GP9 GRAP2 GUCY1B1 H2AC11 H2AC13 H2AC14 H2AC15 H2AC17 H2BC11 H2BC12 H2BC15 H2BC18 H2BC21 H2BC4 H2BC7 H2BC8 H3C10 H4C11 H4C12 H4C14 H4C15 H4C16 H4C2 H4C8 HBG1 HEMGN HERC1 HSBP1L1 HTATIP2 ICAM2 IGF1R IGF2BP2 IKZF4 IKZF5 ING5 INKA1 INKA2 INPP5K KALRN KBTBD2 KCTD13 KDM5B KEL KHDC4 KIAA0232 KIAA1586 KIFAP3 KIFC3 KLF1 KLHL24 KLHL42 KLHL5 LANCL3 LAPTM4B LARP4 LAT LDB1 LEMD3 LGALSL LINC01003 LINC01089 LINC02284 LMBRD2 LRP12 LRRC8B LTBP1 LXN LYSMD3 MACIR MACO1 MAD2L1BP MAP4K5 MAPK6 MARCHF3 MBTD1 MCTP2 MEG3 MEIS1 MFAP3L MFSD11 MFSD14A MFSD2B MGME1 MIGA2 MITF MMD MOB1B MOB3C MPIG6B MPL MSI2 MTRR MTURN MYLK MYLK3 NECAB3 NET1 NEXN NFATC1 NFE2 NPAT NT5C2 NT5C3A NT5M NUDT4 OPTN OSER1-DT OTUD5 P2RX1 P2RY1 PBX1 PCGF5 PDE5A PDGFA PDGFB PDK1 PDLIM1 PDZD8 PDZK1IP1 PEAR1 PELI2 PF4 PHF1 PHF7 PHTF2 PIM1 PIM2 PITPNB PKHD1L1 PKIG PLAG1 PLCXD1 PLD6 PLEKHF2 POLR1C POLR3E PPBP PPM1A PPP4R3B PRIMPOL PRKAR1B PRKAR2B PTBP2 PTDSS2 PTGIR PTGS1 PTK2 PTP4A3 PXMP4 RAB27B RAB30 RAB37 RAB3IP RBM38 RBM7 RCHY1 RCL1 RDH11 REXO2 RHAG RIMKLB RIMOC1 RIPOR2 RIPOR3 RNF103 RNF139-DT RYBP SDE2 SELP SENP5 SERPINE1 SGMS1 SIAH1 SIRT3 SLC16A1 SLC25A17 SLC39A8 SLC66A2 SLFN14 SMIM1 SMTN SNCA SOCS2 SORBS1 SOS1 SPHK1 SPRY1 SRSF8 SSBP2 SSX2IP STAM STIM1 STOM STON2 STRADB STX17 SUOX SUSD1 SWT1 TAL1 TBC1D15 TBPL1 TBXA2R TCEAL9 TCP11L2 TENT5C TFPI TFR2 THBS1 THRA THUMPD1 TIMP3 TMEM140 TMEM263 TMEM40 TMEM64 TMEM91 TNFAIP8L1 TNFSF4 TNIK TNS1 TRAF6 TRAPPC2 TRAPPC2B TRIM13 TRIM23 TRIM24 TRIM58 TSC22D1 TSPAN32 TSPOAP1-AS1 TTC33 TUBA4A TUBB1 TWSG1 TXLNG TXNDC16 TXNL4B UBE2H UBL4A UIMC1 USP12 USP20 USP42 UTY VAPB WASF1 WASL WIPI1 XK XPNPEP1 XRN1 YES1 YOD1 YRDC ZBTB11 ZFYVE1 ZFYVE27 ZMYM5 ZMYND8 ZNF134 ZNF140 ZNF175 ZNF185 ZNF197 ZNF224 ZNF274 ZNF431 ZNF518B ZNF567 ZNF606 ZNF714 ZNF778 ZSCAN18 HE_LIM_SUN_FETAL_LUNG_C2_PRE_PDC_DC5_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C2_PRE_PDC_DC5_CELL A1BG AAR2 ABHD10 ACAA2 ACAP1 ACAT2 ACOT7 ACSL3 ACTL6A ADA ADAM19 ADGRG5 ADK AGK AHCTF1 AHI1 AKAP8 ALCAM ALG14 ALMS1 ANKMY2 ANKRD39 AP3M1 APP AREG ARHGEF3 ARL6IP6 ARMC6 ARV1 ASB1 ASF1A ASF1B ASPM ATAD2 ATAD3A ATAD3B ATAD5 ATP6V0A2 AVEN BANK1 BARD1 BCL11A BCL2 BCL7A BEND6 BIRC5 BRCA2 BRI3BP BTLA C11orf24 C12orf75 C19orf48P C1GALT1C1 CALCRL CARD11 CARHSP1 CBFA2T3 CBX5 CCDC146 CCDC167 CCDC34 CCDC51 CCDC69 CCNA2 CCNB1 CCNB1IP1 CCNB2 CCP110 CD2 CD200 CD22 CD2AP CD320 CD38 CD7 CDC14A CDC20 CDC23 CDC6 CDCA4 CDCA7 CDCA7L CDCA8 CDH1 CDH23 CDK1 CDK2 CDKN2AIPNL CDKN2D CDT1 CDYL CENPF CENPH CENPK CENPM CENPN CENPP CENPU CENPW CEP131 CEP20 CEP78 CEP95 CES1 CFAP119 CHAF1A CIB2 CKS1B CLEC4C CLECL1P CLIC3 CLSPN CMAS CMSS1 CNP CNTROB COG7 COQ4 COQ5 CPLANE1 CPSF3 CSF2RB CSTF3 CTPS1 CTSW CXCR3 CXXC5 CYB561A3 CYB5B CYFIP2 CYP51A1 CYYR1 DAPK2 DAXX DBR1 DCPS DCTPP1 DDX11 DERL3 DHFR DHTKD1 DIDO1 DKC1 DMAC2 DNAJA3 DNAJC9 DOLPP1 DPF2 DTL DTX2 DTYMK DUS3L DYNC2I2 EBNA1BP2 EBP EIF1AY ELAC2 ELP6 ENDOV ENHO EOLA1 EOLA2 EPHB1 ERCC6L2 ERG28 EXOSC3 EXOSC9 EZH2 FAM107B FAM98B FANCI FARS2 FBLN1 FBLN2 FBXO41 FEN1 FLT3 FMC1 FRY FUZ GADD45A GALNS GALNT3 GAPT GATD1 GEMIN2 GEMIN7 GGH GINS2 GLRX5 GMCL1 GMNN GMPPB GMPS GNG11 GNG7 GON7 GPATCH11 GPATCH4 GPR146 GPR180 GPRC5C GPX7 GTF2E2 GTF3C5 GTPBP3 GUF1 H2AC13 H2AC14 H2AC16 H2AX HAMP HAUS1 HELLS HEMK1 HIRIP3 HIVEP2 HMBS HMGB3 HMGCS1 HMMR HOMEZ HSPA13 HTR3A IARS1 ICMT IDH3A IGF2BP1 IGKC IGSF8 IL18R1 IL3RA IMMP1L INPP4A INPP5B INTS15 IRF4 ITGB3BP ITGB7 JCHAIN KCNE5 KCNMB1 KCTD5 KEAP1 KIF11 KIF17 KLHDC4 KMO KNTC1 KRI1 LANCL1 LAS1L LEMD3 LIG1 LILRA1 LILRA4 LIMA1 LIME1 LIN52 LINC00665 LLGL2 LMNB1 LMNB2 LPCAT4 LRR1 LRRC40 LRRC47 LSG1 LTB LTK LTV1 LY9 MAD2L1 MAG MAGED1 MAGOHB MAIP1 MAP3K7 MAP4K1 MATK MCAT MCM2 MCM3 MCM4 MCM6 MCM7 MCOLN2 MCRS1 MDFIC MED20 METTL13 METTL2A METTL2B MIS18A MIX23 MKI67 MNAT1 MND1 MPHOSPH6 MRPL39 MRPS10 MRTO4 MSH2 MT2A MTA1 MTERF2 MTG2 MTM1 MVD MX1 MYBL2 MYL6B MYO1E MYO9A MZB1 NAPSA NCAPG NCAPG2 NCBP2AS2 NCLN NDRG1 NFAT5 NGLY1 NIBAN1 NIBAN3 NIPA2 NIPSNAP1 NKG7 NOL10 NOP14 NOP16 NOP2 NPM3 NR2C2AP NREP NRF1 NSD2 NT5DC1 NT5DC2 NTAN1 NTHL1 NUCB2 NUDT17 NUFIP1 NUP160 NUP37 NUP54 NUP88 NUSAP1 OBI1 OCIAD2 ODF2 OPN3 ORC6 OXCT1 PAICS PALD1 PAM16 PARP10 PCCB PCED1B PCLAF PCNA PDCD2L PDLIM1 PDSS1 PFKP PGM3 PHF19 PHGDH PIDD1 PIGO PIGQ PITPNA-AS1 PKIG PLAAT3 PLCB3 PMM2 PMS1 POLA2 POLR1G POLR3A POLR3K PPM1J PPM1K PPP1R14A PPP1R14B PPP1R35 PPP2R5D PPP3CC PRC1 PRIM1 PRIM2 PRMT5 PRMT7 PRORP PRPS1 PRPS2 PRXL2A PSMA2 PTDSS2 PTPN7 PTPRCAP PTS PTTG1 PUS1 PXMP2 PYCR2 RAB29 RAB7B RACGAP1 RAD1 RAD17 RAD51AP1 RAD51C RAD9A RASD1 RASSF7 RAVER1 RCAN3 RCCD1 RCN2 RDH14 REXO4 RFC3 RFC5 RHEX RHOF RIOX2 RIPOR2 RMI2 RNASEH2A RPAP2 RPIA RPL39L RPUSD4 RRAGC RRM1 RRP9 RRS1 RUNX2 RUVBL1 RYBP S100B SAAL1 SACS SAMD9L SAP130 SARS2 SCN9A SCT SEL1L3 SEMA7A SERF1A SERF1B SH2D3C SHCBP1 SHQ1 SIGLEC5 SIGLEC6 SIT1 SLAMF7 SLC12A2 SLC15A4 SLC17A9 SLC1A4 SLC20A1 SLC27A5 SLC2A1 SLC2A4RG SLC2A6 SLC38A1 SLC39A6 SLC5A6 SLC7A5 SMARCD1 SMC2 SMC4 SMC6 SMN1 SMN2 SMPD2 SMPD3 SMYD3 SNAI1 SNCA SPATS2 SPDL1 SPIB SPNS3 SRD5A3 ST14 ST3GAL2 ST3GAL4 ST6GALNAC4 STK26 STRBP STRN3 STX18 SULF2 SUN2 SUSD1 SUV39H2 SUZ12 SVIP TBCC TCF3 TDP1 TEDC1 TFAP4 TFDP1 THEM4 TIFA TIFAB TIPIN TMEM138 TMEM63A TMIGD2 TNNI2 TOP1MT TOP2A TOPBP1 TPGS2 TPM2 TPX2 TRAF2 TRAF4 TRDMT1 TRERF1 TRMT13 TSEN54 TSPAN13 TSPOAP1-AS1 TSR1 TSTD1 TUBB6 TUBG1 TXLNG TYMS UBA5 UBE2C UBE2S UBE2T UBFD1 UBR7 UGCG UGDH UHRF1 UNG UPF3B UPK3A UQCC4 URI1 USP11 UTP23 VRK1 VRK2 WDR43 WDR5 XXYLT1 YARS1 YEATS4 YRDC ZBTB45 ZDHHC17 ZEB1 ZFAT ZMYM5 ZNF296 ZNF326 ZNF414 ZNF444 ZNF639 ZNF669 ZNF714 ZNF789 ZNF830 ZWINT HE_LIM_SUN_FETAL_LUNG_C2_PROMONOCYTE_LIKE_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C2_PROMONOCYTE_LIKE_CELL ACAP3 ACOT7 ALYREF ANAPC15 ANLN APOBEC3B ARHGAP11A ARHGEF39 ARMH1 ASF1B ASGR2 ASPM ASRGL1 ATAD2 ATAD5 AURKA AURKB AZU1 BARD1 BCL2L12 BIRC5 BRCA1 BRCA2 BST1 BTG3 BUB1 BUB1B C12orf75 C19orf48P C21orf58 CARHSP1 CBX5 CCDC18 CCDC34 CCNA2 CCNB1 CCNB2 CCNF CD2 CDA CDC20 CDC25B CDC45 CDCA3 CDCA4 CDCA5 CDCA7 CDCA8 CDK1 CDK5RAP2 CDKN3 CDT1 CENPA CENPE CENPF CENPH CENPK CENPM CENPN CENPU CENPW CEP152 CEP55 CEP78 CES1 CHAF1A CHEK1 CHTF18 CIP2A CIT CITED4 CKAP2 CKAP2L CKAP4 CKAP5 CKS1B CLEC11A CLSPN DBF4 DDB2 DDX11 DEPDC1B DHFR DIAPH3 DLGAP5 DNAJC9 DSN1 DTYMK DYNC2I2 E2F2 ERLIN1 EZH2 FAM107B FAM111A FAM72A FAM72B FANCA FANCD2 FANCI FASN FBXO5 FEN1 FLNB FOXM1 GCHFR GGH GINS2 GINS4 GMNN GOLM1 GPSM2 GRK6 GTSE1 H1-5 H2AC11 H2AC12 H2AC13 H2AC14 H2AC16 H2AC17 H2AX H2BC9 H3C10 H3C2 H3C3 H3C8 HEBP2 HELLS HERC5 HIRIP3 HJURP HMGB3 HMMR HP IGF2BP1 IGF2BP2 IGFBP2 IGFBP7 INCENP KBTBD11 KCNE5 KIF11 KIF14 KIF15 KIF18B KIF20A KIF20B KIF22 KIF23 KIF2C KIFC1 KNL1 KNSTRN KNTC1 LIG1 LMNB1 LMNB2 LRG1 LRR1 MAD2L1 MCEMP1 MCM2 MCM3 MCM4 MCM6 MCM7 MCM8 MDC1 MELK MGST1 MIS18A MKI67 MND1 MPHOSPH9 MPO MS4A3 MT1X MTFR2 MTMR11 MXD3 MYBL2 NCAPD2 NCAPD3 NCAPG NCAPG2 NCAPH NCAPH2 NDC1 NDC80 NFE2 NKG7 NLRC5 NRGN NRM NSD2 NT5DC2 NUCB2 NUF2 NUP210 NUSAP1 OAF ODF2 ORC1 ORC6 PADI4 PAQR4 PCLAF PCNA PDSS1 PDXK PHF19 PHGDH PKMYT1 PLK1 POC1A PRC1 PRIM1 PRR11 PSRC1 PTK2B PTTG1 PXMP2 RAB27A RAB3D RACGAP1 RAD51AP1 RANGAP1 RAPGEF2 RECQL4 RFC3 RFC4 RFC5 RFLNB RFWD3 RMI1 RMI2 RNASE2 RNASE3 RNASEH2A RNF26 RPL39L RRM1 RRM2 S100A12 S100P SAC3D1 SAE1 SAP30 SAPCD2 SERPINB8 SGO1 SGO2 SHCBP1 SKA2 SKA3 SLC2A4RG SLC44A1 SMC2 SMC4 SNRNP25 SPAG5 SPC24 SPC25 SPDL1 SQLE TCF19 TEDC1 TESMIN TFDP1 TIMELESS TK1 TMED8 TMEM106C TMEM170B TMPO-AS1 TMX4 TNNT1 TOP2A TOPBP1 TPX2 TROAP TUBA4A TYMS UBE2C UBE2S UBE2T UHRF1 UPK3A VRK1 ZWINT HE_LIM_SUN_FETAL_LUNG_C2_PROMYELOCYTE_LIKE_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C2_PROMYELOCYTE_LIKE_CELL ATAD2 AZU1 CDT1 CENPF CENPK CENPM CENPU CIP2A CITED4 CLEC11A CLSPN CTSG GINS2 HELLS HP IGFBP2 KBTBD11 KCNE5 MCM2 MCM4 MCM7 MKI67 MLC1 MPO MS4A3 NCAPD2 NKG7 NT5DC2 NUCB2 PCLAF PHGDH PRSS57 PRTN3 RFLNB RGL4 RNASE2 RNASE3 RRM1 S100P SERPINB10 SERPINB8 SLC2A4RG TIMELESS TK1 TOP2A TYMS UBE2C UHRF1 WEE1 HE_LIM_SUN_FETAL_LUNG_C2_S100A12_HI_CLASSICAL_MONOCYTE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C2_S100A12_HI_CLASSICAL_MONOCYTE ADM ASGR1 ASGR2 BST1 CDA CKAP4 CLEC4E DYSF FCN1 G0S2 HK3 KCNE1 LILRA5 LRRK2 LTB4R MCEMP1 MEGF9 MGST1 MTMR11 NFE2 OLIG1 PADI4 PELATON RAB27A RBP7 RNASE2 S100A12 S100A8 S100P SLC11A1 STEAP4 THBS1 TREM1 VCAN VNN2 VSTM1 HE_LIM_SUN_FETAL_LUNG_C2_SPP1_POS_MACROPHAGE_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C2_SPP1_POS_MACROPHAGE_CELL A2M ABCA1 ABCC5 ABCG2 AGR2 BLVRA C1QB C2 CCL2 CD163L1 CD209 CD28 COLEC12 CTSL EGFL7 FAM20A HOMER3 HPGDS HRH1 IGF1 IGFBP4 ITGB5 ITSN1 LILRB5 LYVE1 MAN1A1 MERTK MTUS1 NPL NRP1 NRP2 PCDH12 PLEKHG5 PLTP RAB3IL1 RCN3 RNASE1 SCN9A SELENOP SIGLEC1 SLC12A5 SLC7A8 SLCO2B1 SPP1 TMEM37 TNFRSF25 VSIG4 WWP1 HE_LIM_SUN_FETAL_LUNG_C3_AEROCYTE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C3_AEROCYTE ADAMTS1 ADAMTSL2 ADIRF APLN ARC ARHGAP6 ATF3 B3GALNT1 BTBD3 CD83 CDH13 CDH8 CDKAL1 COLEC10 CYB561 DISP1 DPEP1 DYRK2 EDNRB EHD3 EVA1B F2RL3 GBP1 GNG7 GPR4 GRID1 HLX HOPX HOXB5 IL12A ITGA1 ITGA3 ITGA4 KCNN2 KHDRBS2 KITLG LAMA5 LMO7 LRRC36 LRRC49 MATK MGLL MIER2 MPPED2 MYLK NCALD NCKIPSD NEDD4L NOS2 OAS2 PDE1C PHLDB1 PKIA PLXNC1 PRDM1 PRICKLE2 PRX PSEN2 RARG RGS9 RILPL2 RNF24 S100A3 S100A4 SEMA7A SLC12A2 SLCO2A1 SPON2 SPRED2 SPRY4 SULT1A1 SYNM TAGLN3 TBC1D20 TBX2 TBX2-AS1 TBXA2R TMEM108 TNFRSF4 TNS3 TRPV2 ULBP2 VASN VIPR1 XKR6 ZBTB16 ZNFX1 HE_LIM_SUN_FETAL_LUNG_C3_ARTERIAL_ENDOTHELIAL_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C3_ARTERIAL_ENDOTHELIAL_CELL ABCC4 ABR ADA2 ADAMTS6 ADGRL1 AFAP1L2 AIF1L ALPL AOPEP APLP1 APOA1 APOL4 ARC ARHGAP4 ARID5A ARL15 ARSJ ASRGL1 ASS1 ATP13A3 ATP2A3 B3GNT2 BCAT1 BMX BVES C14orf132 C19orf33 C1QTNF6 C1orf115 C3orf14 C4orf48 CALHM2 CAMK1D CCDC71L CD58 CDC42EP3 CDK19 CFH CGNL1 CHL1 CHMP4C CKB CLGN CLIC3 COL1A2 COL21A1 COL3A1 COL6A1 COL9A3 CPAMD8 CRIP1 CRYBG1 CSRNP1 CTSC CXCL12 CXCR4 CYB561D2 CYP26B1 CYTH3 DBNDD2 DENND11 DENND3 DGKA DHH DKK2 DSTYK DUSP4 EDNRB EGFL8 EGFLAM ENTPD1 ENTPD2 EPHA4 EPS8 ERBB2 EVA1C F2R FAM107A FAM234A FAM241A FAT4 FBLN2 FBLN5 FBN1 FCSK FGF18 FGFR3 FGR FILIP1L FOSL2 FUT8 FZD6 GATA6 GATA6-AS1 GBP2 GCH1 GCHFR GCNT1 GCNT2 GFOD1 GIPC2 GJA5 GLUD2 GNA14 GOLIM4 GPER1 GPR176 GPRIN3 GRIA2 GRIP2 GUCY1A1 GULP1 H2BC21 HBEGF HES4 HEY1 HEY2 HIP1R HLA-DRB1 HMCN1 HS6ST1 HSBP1L1 HSD17B14 ID2 IFI44L IFI6 IFITM1 IL11RA ITGB4 ITPR1 ITPR2 ITPR3 JAG1 JAG2 KANSL3 KAZALD1 KCNN3 KCNN4 KCNQ2 KITLG KLF12 LAMA5 LINC00440 LPCAT2 LTBP1 LTBP4 LTC4S LYPD2 MAMLD1 MCC MCTP1 MECOM MERTK MET METTL27 MEX3C MGP MIR503HG MLLT1 MMEL1 MMP15 MMP16 MPPED2 MSX1 MTMR11 MX1 MXRA7 MYO1E MYOF NOMO3 NOS1 NOVA1 NPW NR4A1 NR4A2 NSG1 NUAK1 ORAI1 PALLD PAPSS1 PCSK2 PCSK5 PDE10A PDE4D PDK3 PDLIM1 PELI1 PI16 PIK3C2B PIK3R3 PITPNM1 PKN3 PLAC9 PLCB4 PLCG2 PLLP PLPP1 PREX2 PRR7 PRRT1 PRXL2C PTGDS PTGIS PTPN14 QSOX1 RAB32 RAPGEF3 RASD1 RFC3 RFTN1 RGMB RIPK3 RNF144B RNLS ROBO2 RRAS RUNX1T1 S1PR4 SCGB3A1 SELENOM SELPLG SEMA3F SEMA3G SENP7 SERPINE2 SH2D4A SH3BP4 SIDT1 SKIL SLC12A2 SLC16A2 SLC18B1 SLC2A6 SLC48A1 SLC8A1 SMAD6 SMAD7 SNX18 SOX13 SOX5 SOX6 SPATA13 SRGN SSTR1 SSUH2 ST3GAL4 ST6GALNAC1 ST8SIA6 STAT6 STK38L SULF1 SULT1B1 SULT1E1 SWAP70 SYNJ2 SYNPO SYT1 SYT11 TAFA5 TANC2 TGFB2 THSD7A TIAM2 TMC7 TMED7 TMEM100 TMEM168 TMEM38A TMEM47 TNFAIP8 TNFRSF1B TNKS1BP1 TOB1 TOX2 TRABD2A TRAM2 TRH TRIM47 TSKU TSPAN2 TTLL3 USP53 VAMP8 VEGFC VPS37C ZBTB7B HE_LIM_SUN_FETAL_LUNG_C3_CYCLING_DEFINITIVE_ERYTHROBLAST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C3_CYCLING_DEFINITIVE_ERYTHROBLAST ABCA7 ABCB10 ABCB8 ABHD5 ACHE ACKR1 ACSL6 ACSS1 ADD2 ADISSP AEN AGO2 AGPAT5 ALAD AMMECR1 ANK1 ANKLE1 ANKRD9 ANLN APEH APOBEC3B APOBEC3C AQP3 ARHGAP11A ARHGEF39 ART4 ARV1 ASF1B ASPM ATAD2 ATAD5 ATG4D ATIC ATP1B2 AURKA AURKB BIRC5 BLM BLVRA BOP1 BRCA1 BRCA2 BRI3BP BTG3 BUB1 BUB1B C17orf99 C21orf58 C2orf69 C2orf88 C8orf88 C9orf40 CA8 CCDC18 CCDC34 CCNA2 CCNB1 CCNB2 CCNE1 CCNF CCP110 CD44 CD82 CDC20 CDC45 CDC6 CDCA2 CDCA3 CDCA4 CDCA5 CDCA8 CDK1 CDKN2C CDKN3 CDT1 CENPA CENPE CENPF CENPH CENPK CENPL CENPM CENPN CENPP CENPU CENPV CENPW CEP152 CEP43 CHAC2 CHAF1A CHEK1 CHEK2 CHPT1 CHST2 CIP2A CISH CKAP2 CKAP2L CKS1B CKS2 CLSPN CMPK2 CPOX CPVL CR1L CRNDE CTSE CYBRD1 DBF4 DCLRE1B DDI2 DEPDC1 DEPDC1B DHFR DHRS13 DIAPH3 DLEU2 DLGAP5 DNAJA4 DNAJC6 DNAJC9 DONSON DPF3 DPP7 DSCC1 DSN1 DYNC2I2 E2F2 E2F8 ECT2 EEF1E1 ELL2 ELOVL6 EPB42 EPCAM EPOR ERI1 ERMAP ESCO2 EXO1 EXOSC3 EXOSC9 EZH2 FAH FAM117A FAM178B FAM72A FAM72B FAM83D FANCA FANCI FARSB FBXO5 FEN1 FERMT3 FHDC1 FKBPL FN3K FOXM1 GALNT6 GATA1 GCDH GCLC GCLM GEN1 GFI1B GINS2 GMNN GPSM2 GRK6 GTSE1 GYPA GYPB GYPE H1-3 H1-5 H2AC11 H2AC12 H2AC13 H2AC14 H2AC16 H2AC17 H2AC20 H2AC4 H2AC8 H2BC11 H2BC15 H2BC18 H2BC3 H2BC4 H2BC7 H2BC9 H3C10 H3C15 H3C2 H3C3 H3C8 H4C11 H4C12 H4C2 H4C4 H4C6 HBB HBQ1 HBZ HELLS HEMGN HES6 HIC2 HJURP HMGN5 HMMR HPRT1 ICAM4 IKZF1 IQGAP2 ISG20 ISOC1 ITGA4 JAZF1 KCNH2 KCNN4 KCTD9 KEL KIAA1586 KIF11 KIF14 KIF15 KIF18A KIF20A KIF20B KIF22 KIF23 KIF2C KIF4A KIFC1 KLF1 KMT5A KMT5C KNL1 KNSTRN KPNA2 KREMEN1 LDB1 LHPP LIG1 LIN52 LNPK LPCAT3 LRR1 LRRCC1 MACIR MAD2L1 MCM10 MCM2 MCM4 MCM5 MCM6 MELK MFHAS1 MFSD2B MGME1 MID1IP1 MIGA2 MINPP1 MIS18A MKI67 MLH1 MND1 MPHOSPH9 MRC2 MST1 MTHFD1 MTHFD2 MXD3 MYBL2 MYC MYCBP MYL4 MZT1 NAA50 NCAPD2 NCAPD3 NCAPG NCAPG2 NCAPH NCAPH2 NCEH1 NDC80 NEIL3 NEK2 NFE2 NMNAT3 NOP16 NSD2 NUDT1 NUF2 NUP210 NUP37 NUSAP1 OIP5 ORC1 ORC6 OSBP2 PAICS PAK1 PAK1IP1 PARPBP PBK PCCB PCK2 PCLAF PCNA PGP PIGQ PIP5K1B PKLR PKMYT1 PLEK2 PLK1 PLK4 PMM1 POC1A POLA2 POLD1 POLQ PPIF PPME1 PPOX PRC1 PRIM1 PRKAR2B PRMT3 PRPS2 PRR5 PTTG1 RAB3IL1 RAB6B RABGAP1L RACGAP1 RAD51AP1 RAD54L RBL1 RCCD1 RCL1 RECQL4 RFC3 RFC4 RFC5 RFESD RGS10 RHAG RHCE RHD RIPOR3 RMDN3 RMI2 RNASEH2B RNF123 RPS6KB2 RRM1 RRM2 S100A4 SASS6 SFXN4 SGO1 SGO2 SHCBP1 SKA1 SKA2 SKA3 SLC11A2 SLC1A5 SLC20A1 SLC22A16 SLC22A4 SLC25A21 SLC25A38 SLC37A4 SLC38A5 SLC43A1 SLC43A3 SLC48A1 SLC6A8 SLC6A9 SLC7A5 SMAP2 SMC2 SMIM1 SMIM5 SNHG10 SNRNP25 SNX22 SOX6 SPAG5 SPC24 SPC25 SPECC1 SPINT2 SPN SPTA1 SPTB SSX2IP STEAP3 STIL SYNGR1 TACC3 TANGO2 TESC TF TFDP1 TFR2 TFRC TIMM8A TK1 TLCD4 TMEM86B TMOD1 TOP1MT TOP2A TPX2 TRAK2 TRIM10 TRIP13 TROAP TSPAN17 TSPAN32 TSPO2 TTF2 TTK TTLL12 TTPAL TUBB1 TYMS UBAC1 UBE2C UBE2S UBE2T UHRF1 VRK1 WDHD1 WDR4 WDR76 WRN XK YEATS4 ZBTB7A ZWILCH ZWINT HE_LIM_SUN_FETAL_LUNG_C3_DEFINITIVE_ERYTHROBLAST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C3_DEFINITIVE_ERYTHROBLAST ANK1 ANKRD9 ART4 ATG4D CPEB4 ERMAP FBXO30 FHDC1 HECTD4 LPIN2 NATD1 RIPOR3 RUNDC3A SLC7A5 SPECC1 SPTA1 TBCEL TFR2 TFRC TMCC2 TRAK2 TRIM58 XPO7 YPEL4 HE_LIM_SUN_FETAL_LUNG_C3_DEFINITIVE_ERYTHROCYTE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C3_DEFINITIVE_ERYTHROCYTE AHSP ALAS2 CDKN2D EPB42 ESPN FECH GMPR GYPA GYPB HBA1 HBA2 HBB HBG1 HBG2 HBM HBQ1 HEMGN KRT1 MYL4 PHOSPHO1 RUNDC3A SLC14A1 SLC4A1 SMOX STRADB TENT5C TRIM58 YOD1 HE_LIM_SUN_FETAL_LUNG_C3_DEFINITIVE_RETICULOCYTE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C3_DEFINITIVE_RETICULOCYTE ACSL6 AHSP ALAS2 ANK1 ANKRD9 ARG1 ART4 ATG14 ATG4D C17orf99 CA8 CHST11 CHST2 CMPK2 CPEB4 CPOX CR1L DCUN1D1 DNAJC6 DYRK3 E2F2 ELL2 EPB42 ERMAP ESPN FAXDC2 FBXO30 FHDC1 GATA1 GCLC GFI1B GMPR GYPA GYPB GYPE HBB HBM HBQ1 HBZ HECTD4 HEMGN HMBS IBA57 KEL KIAA0232 KLF1 KRT1 LPIN2 MFSD2B MOB1B MOSPD1 MRC2 MYL4 NATD1 NCEH1 NFE2 NPL OSBP2 PHOSPHO1 PIM2 PLEK2 PPME1 PRR5 RAP1GAP RFESD RGS6 RHAG RHCE RHD RIPOR3 RSAD2 RUNDC3A SDE2 SERPINI1 SIAH2 SLC14A1 SLC1A5 SLC22A4 SLC4A1 SLC6A9 SLC7A5 SMIM1 SMIM5 SMOX SOX6 SPECC1 SPTA1 SPTB STK17B TANGO2 TBCEL TCP11L2 TENT5C TESC TFR2 TFRC TLCD4 TMCC2 TMEM86B TRAK2 TRIM10 TRIM58 TSPAN32 TSPO2 TUBB1 UBAC1 UBE2O XK XPO7 YOD1 YPEL4 HE_LIM_SUN_FETAL_LUNG_C3_EARLY_CAP_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C3_EARLY_CAP_CELL AAAS ABCA1 ABL2 ACAT2 ACOT13 ACOT7 ACOT9 ACYP1 ADA ADISSP ADORA2A AIFM1 AIMP2 AK4 AKIP1 ALDH7A1 ALG3 ALG8 ALYREF AMPD2 ANAPC15 ANGPTL4 ANP32E APBA2 APLN ARFIP2 ARHGAP10 ARHGAP4 ARID3A ARMT1 ARRDC3 ASB1 ASB9 ASF1B ATAD2 ATAD3A ATAD3B ATIC ATP1B1 ATP6V0E2 AURKB AVEN BAALC BAMBI BASP1 BCAT1 BCAT2 BCL2L12 BCL3 BCOR BIRC5 BNIP1 BOP1 BYSL C11orf96 C12orf75 C12orf76 C19orf48P C1QTNF6 C6orf136 C8orf58 CA2 CACNB3 CBR1 CCDC112 CCDC34 CCDC85C CCDC86 CCDC9 CCN1 CCN2 CCNA2 CCNB1 CCNB1IP1 CCNB2 CCNQ CD24 CD70 CDC20 CDC42EP3 CDC42EP4 CDCA3 CDCA5 CDCA7 CDCA7L CDH13 CDH8 CDIP1 CDK1 CDK2 CDK5RAP1 CDKN3 CDR2L CDT1 CEACAM21 CEBPB CELF2 CENPE CENPF CENPH CENPK CENPM CENPN CENPU CENPV CENPW CFP CHAF1A CHCHD4 CHCHD6 CHEK1 CHN1 CIP2A CISD3 CKS1B CKS2 CLDN7 CLEC11A CLGN CLSPN CMSS1 CMTM8 COL15A1 COPG2 COQ5 CREG2 CTPS1 CTSC CTU2 CTXN1 CXCR4 CXXC5 CYP26B1 CYP2S1 CYRIB DALRD3 DCAF15 DCBLD1 DCPS DDX11 DEAF1 DEF8 DENND3 DHCR24 DHCR7 DHFR DIAPH3 DISC1 DLGAP5 DOK4 DOLPP1 DONSON DTNB DUSP3 DUSP4 DUSP5 DYNLT5 EBP ECHDC3 EDIL3 EFCAB11 EGFLAM EIF2B2 EIF2B3 EMC9 ENAH ERCC2 ERO1A ERRFI1 ETV4 EVA1B EXOSC2 EXOSC5 EXOSC7 EZH2 F2R FADS1 FAM110D FAM136A FAM13A FAM162B FAM210A FAM216A FAM229B FAM43A FAM78A FANCG FANCI FARSB FASN FBLN1 FBXO17 FBXO5 FDXR FEZ1 FH FKBP1C FKBP5 FLAD1 FLYWCH2 FOSL2 FOXM1 GAMT GATA3 GATB GFER GGH GINS2 GIPC1 GMDS GMNN GMPPB GNL2 GNL3 GOLM1 GPATCH4 GPR161 GPSM3 GPX8 GRB10 GRK5 GRWD1 GTPBP3 GTPBP4 GTPBP8 GTSE1 H1-1 H1-3 H2AC11 H2AC13 H2AC14 H2AC20 H2AC25 H2AC8 H2BC9 H4C11 HACD1 HADH HAPLN1 HAUS4 HDGFL2 HDHD5 HEBP2 HES6 HGH1 HIC1 HILPDA HIP1R HIPK2 HMGA2 HMGN5 HMMR HNRNPA1L2 HNRNPA1L3 HOXA4 HOXB2 HOXB4 HPRT1 HRAS HRH1 HS6ST1 HSD17B14 HSPA6 ICAM1 ID2 IER3 IER5L IFFO1 IFITM1 IFT22 IGF2BP1 IGFBP3 IL13RA1 IL4R INSIG2 ITGAE JMJD6 JPH1 KCNK6 KCNQ1 KCNQ1OT1 KDM1A KIF20A KIF20B KIF22 KIF2C KIF4A KIFC1 KLHDC8B KNSTRN KPNA2 KRT10-AS1 KRT8 LCA5 LDAF1 LDLRAP1 LEF1 LGALSL LHX6 LIG1 LIG3 LINC01082 LIPG LMNB1 LMNB2 LMO7 LONRF1 LRCH4 LRP5L LRR1 LRWD1 LYAR MACROH2A2 MAD2L1 MADCAM1 MAFB MAG MAP7D3 MAPK11 MAPK12 MARK4 MARVELD1 MBOAT7 MCAT MCC MCM2 MCM4 MCM5 MCM6 METTL1 MEX3A MGST1 MID1IP1 MIPOL1 MIR3667HG MIX23 MKI67 MLKL MLLT11 MMAB MMD MMP1 MND1 MPHOSPH6 MPI MRGBP MRPL10 MRPL39 MRPL49 MRPS27 MRRF MTA3 MTFP1 MTHFD1 MTHFD1L MTHFD2 MVD MVK MXI1 MYBL2 MYC MYLK2 MYO10 MZT1 NAA15 NAB2 NAGA NAMPT NARS2 NAT14 NCAPD2 NCAPG NCAPH NCKIPSD NCLN NDFIP2 NDUFAF2 NDUFAF4 NDUFAF6 NEK6 NELFA NEURL1B NHERF1 NIPSNAP1 NLE1 NNAT NOL4L NOP14 NOSTRIN NOX4 NPAS2 NPM3 NPW NQO1 NR2F6 NSMCE2 NTMT1 NUAK2 NUDT1 NUDT15 NUP37 NUP88 NUP93 NUSAP1 OIT3 ORAI1 ORC6 P3H3 P4HA1 PACC1 PACSIN3 PAICS PAQR4 PAWR PBK PBX3 PCAT14 PCBP4 PCDH1 PCLAF PCNA PDCL3 PDF PDLIM2 PDLIM4 PELO PEX14 PFKM PFKP PGAM4 PGP PHACTR1 PHF19 PHF23 PHGDH PIMREG PJA1 PKMYT1 PLAGL1 PLCXD1 PLEKHO1 PLK1 PLOD2 PMAIP1 PNO1 POC1A POLR1A POLR1E POLR3D PPIF PPIL1 PPP1R14B PPP1R35 PREP PRIM2 PRND PRR3 PRRT2 PRTFDC1 PRTG PSAT1 PSMC3IP PSMD14 PSRC1 PTGES2 PTGR1 PTTG1 PUM3 PUS1 PUSL1 PVR PYCR1 QPCT RAB32 RAB34 RAC2 RAC3 RAD51AP1 RANGAP1 RANGRF RARA-AS1 RARB RARG RASGRP2 RBM18 RBPMS2 RCBTB2 RCC1 RCC1L RDH13 REC8 RELT RFC2 RFC4 RFC5 RGS14 RGS19 RHNO1 RHOBTB3 RIN1 RIOK1 RIPK2 RMI2 RNASEH1 RNASEH1-DT RNASET2 RNF113A RNF144B RNF2 RNF24 ROBO1 RPL39L RPS6KA1 RPUSD3 RRAS2 RRM1 RRP15 RRP9 RTCA RUVBL1 SAAL1 SDHAF3 SELENOM SERINC2 SERPINE1 SFXN1 SFXN4 SGTA SIGMAR1 SIK1 SIPA1L2 SKA2 SLC12A5 SLC16A1 SLC16A14 SLC16A3 SLC19A1 SLC25A22 SLC25A26 SLC25A33 SLC25A4 SLC2A6 SLC35G1 SLC5A6 SLX9 SMAD6 SMC2 SMCO4 SMIM10 SMYD3 SNAI1 SNAI2 SNAPC1 SNHG12 SNHG19 SNHG32 SNRNP25 SNX24 SORD SPAAR SPATC1L SPATS2L SPDL1 SPINDOC SPOCK2 SPRYD4 ST3GAL4 STC1 STC2 STMN3 STRA6 SYT1 TACC3 TAGLN3 TARBP2 TBRG4 TCF15 TCOF1 TDP1 TEAD4 TEDC1 TEX10 TEX30 TFAP4 THBS1 THOC6 THOP1 THY1 TIMELESS TIMM9 TK1 TLCD3A TLE2 TLE3 TMC6 TMCC3 TMED3 TMEFF1 TMEM106C TMEM161A TMEM176A TMEM176B TMEM237 TMEM243 TMEM37 TMEM51 TMEM69 TMEM97 TMSB15A TNFRSF10A TOP2A TOR2A TP53RK TPM2 TPX2 TRABD TRAF4 TRIP13 TSR1 TTC9C TTLL12 TUBB2B TUBB3 TYMS TYRO3 UBALD2 UBE2C UBE2M UBE2S UBE2T UBL4A UBXN8 UCHL1 UCK2 UCP1 UHRF1 ULBP1 UNC119 UPP1 UQCRHL USB1 USP18 USP39 USP5 UTP18 VEGFA VRK1 WARS2 WASF1 WDR12 WDR25 WDR5 WIPI1 XIST XKR8 XRCC1 YARS1 YARS2 ZC3HC1 ZCCHC3 ZFAND2A ZNF219 ZNF346 ZNF579 ZNF581 ZNF593 ZNF622 ZNF771 ZWILCH ZWINT HE_LIM_SUN_FETAL_LUNG_C3_GRIA2_POS_ARTERIAL_ENDO_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C3_GRIA2_POS_ARTERIAL_ENDO_CELL ABCC4 ADAMTS6 ADAMTSL1 ADCY1 AFAP1L2 AIF1L AMD1 APOA1 APOL4 ASRGL1 ASS1 ATP13A3 BMF C1orf115 C7 CDK19 CFH CHRM3 CKB COBLL1 COL15A1 CXCL12 CXCR4 CYP26B1 CYTH3 DHH DKK2 DUSP4 EGFL8 ENPP2 EPS8 FAT4 FBLN5 FILIP1L FUT8 GATA6 GCH1 GCNT1 GFOD1 GIPC2 GJA5 GPER1 GRIA2 HES4 HEY1 HIP1R IGFBP3 IL11RA ITGB4 JAG1 JAG2 KL LAMA5 LPCAT2 LTBP1 LTBP4 LYPD2 MCC MECOM MERTK MET MIR503HG MPPED2 MYO1E NR4A1 NTRK2 PALLD PCSK5 PDGFB PDK3 PDLIM1 PIK3C2B PIK3R3 PLCG2 PLLP PREX2 PRND RAPGEF1 RAVER2 RELL1 RNF144B SEMA3G SERPINE2 SH2D4A SH3BP4 SIPA1L2 SLC35F3 SLC45A4 SLC6A6 SMAD6 SMAD7 SNX18 SORBS2 SOX13 SOX6 SRGN SSTR1 SSUH2 ST8SIA6 SULT1B1 SULT1E1 SYNJ2 SYNPO TFPI2 TGFB2 THSD7A TM6SF1 TMC7 TMEM100 TNFRSF19 TNFRSF1B TRAK1 TSPAN2 UNC5B VEGFC HE_LIM_SUN_FETAL_LUNG_C3_HMOX1_POS_PRIMITIVE_ERYTHROBLAST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C3_HMOX1_POS_PRIMITIVE_ERYTHROBLAST ACSM3 AEN CDKN1A FDXR GDF15 GFI1B GRAP2 H2BC11 HBE1 HBZ HMOX1 ICAM4 KLF1 MT1F MT1G MT1H MT1X MTURN PPP1R14C S100A4 SLC39A8 SMIM5 TMOD1 UCA1 YPEL4 HE_LIM_SUN_FETAL_LUNG_C3_INTERMEDIATE_LYMPHATIC_ENDO_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C3_INTERMEDIATE_LYMPHATIC_ENDO_CELL A4GALT ABCA3 ABCA4 ABI3BP ABO ACKR2 ACSL5 ADAM22 ADAMTS12 ADAMTS9 ADIRF AGAP1 AHI1 AHNAK2 AK4 AKR1C1 AKR1C2 AKR1C3 ALDH1A1 ALDH3A2 ANG ANKRD6 APBA2 APOE APOLD1 ARID5B ARL15 ARRDC4 ASGR1 ASPH ATP9A B3GNT7 BCHE BCL2L11 BCR BHMT BHMT2 BMX C17orf58 C1QTNF4 C1orf198 C20orf204 C4orf48 C6orf141 CABLES1 CALHM2 CALHM6 CAMK1 CAMK2D CASK CCDC102B CCDC122 CCDC141 CCDC80 CCL21 CCN1 CCNJ CD38 CDC42EP5 CEACAM1 CELSR1 CEP19 CEP85L CFI CHRDL1 CLIP3 CMKLR2 CNST COL4A5 COL9A3 COLEC12 COQ8A CPXM2 CRNDE CRTAC1 CTBS CTDSPL CTTNBP2 CXADR CXCL2 CYB561A3 CYP1B1 CYP27A1 CYP39A1 CYP4X1 DAPK1 DBNDD1 DCHS2 DDX10 DKK3 DLGAP1-AS1 DNAAF4 DNASE2 DNPH1 DOC2B DOCK5 DOCK8 DPP4 DSEL DTX1 DTX4 EBF1 ECHDC2 EDNRB EEIG1 EFEMP1 EFNA5 ELK4 ENTREP1 EPB41L1 EPHB1 EPHB2 EPS8L1 F8 FAM110B FAM171B FAM174B FBLN2 FBN1 FBXO44 FCGR2A FHIT FHL2 FILIP1 FILIP1L FLNC FLRT2 FMOD FOXC2 FOXP2 FOXP4 FZD10 FZD6 GALNT1 GALNT2 GAS7 GCNT2 GDF10 GIMAP5 GLIS3 GLRB GLRX GLS GLT8D2 GNB5 GNG12 GPM6A GPR182 GSTM3 GUCY1A1 HAPLN3 HCLS1 HES4 HOXA7 HOXB4 HOXD3 HOXD8 HOXD9 HS3ST1 HSD3B7 HSPA2 HYAL3 IER3 IFT57 IGF1 IGFBP5 IGSF3 IL7 IRF8 ITGA9 ITGAV ITGB4 ITGB8 ITPK1 KBTBD11 KCNN3 KHDRBS3 KLF12 KLHL3 KLHL4 LAMB1 LAPTM4B LETR1 LGALS3 LGALS7 LINC00636 LINC01116 LINC01117 LRCH2 LRIG3 LRP11 LRRC70 LRRN4CL LTBP4 LY96 LYPD6 LYRM1 MAGED4 MAGED4B MAN1A1 MAN1C1 MAP3K1 MATN2 MCUB MEDAG MEST MET METTL7A MFAP4 MFSD4A MGST1 MID1 MITF MOB3B MPP7 MRC1 MVP MXRA8 MYEF2 MYO5C NAAA NBL1 NEO1 NEXN NFATC1 NFATC2 NFIA-AS2 NINL NIPAL2 NLGN4X NMNAT2 NNMT NR1H3 NR2F1 NR2F1-AS1 NR2F2-AS1 NTN1 NTS NUPR1 OAF OAS1 OLFML1 OMG OSBP OSBPL1A OXCT1 PAIP2B PARD6G PCLO PDE1A PDE2A PDE7B PDGFA PDGFC PDGFD PDIA5 PDLIM1 PDLIM3 PDLIM4 PDPN PEG10 PELI2 PGAP4 PGM1 PGM5 PGM5-AS1 PHLDB3 PKHD1L1 PLA2G4C PLAAT4 PLAC9 PLD1 PLEKHA4 PLEKHO2 PLIN5 PLPP1 PMP22 PPARG PPP1R9A PRKAA2 PRKAG2 PRKAG2-AS1 PRKCZ PROX1 PSEN2 PTGR3 PTGS1 PTPN14 PTPN3 PTPRE PTPRS PTX3 RAB11FIP1 RAB11FIP5 RAB29 RAB3IL1 RAB6B RADIL RARRES2 RASSF10 RASSF9 RCAN1 REEP1 RELN RHOD RHOU RNASE4 RNF165 ROBO3 RPP25 S100P SBSPON SCARA3 SCG3 SCN3A SCN3B SCNN1B SCRN1 SDC3 SEMA3A SEMA3D SEMA4D SETD9 SFT2D2 SFXN3 SGCD SGCE SGK3 SHC2 SIRPA SLC22A23 SLC24A1 SLC25A23 SLC26A4 SLC30A3 SLC35F6 SLC38A1 SLC38A4 SLC41A1 SLC43A3 SLC45A3 SLC5A3 SLC7A1 SLPI SMAD9 SMOC1 SMYD2 SNCG SNX10 SPR SRGAP3 SSH1 ST6GALNAC3 STAB2 STIM1 STON2 STOX2 SULF2 SYNE1 SYNM SYNPO TAC3 TANC2 TBX1 TCTN3 TFEB TFF3 TGFA THBS1 THBS3 THEMIS2 TLE1 TLR4 TM7SF2 TMEM120A TMEM38B TMOD2 TMTC1 TNFAIP8L3 TNFRSF11A TPBG TPD52 TRADD TRIM47 TRIP6 TRMT9B TSHZ1 TSHZ2 TSPYL2 TTC8 TTN UBAP1L ULK2 UNC5B UNC93B1 VSTM4 WASF3 ZDHHC14 ZDHHC17 ZNF385A ZNF490 ZSCAN16 HE_LIM_SUN_FETAL_LUNG_C3_LYMPHATIC_ENDOTHELIAL_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C3_LYMPHATIC_ENDOTHELIAL_CELL ABHD17B ABHD2 ABI3BP ABLIM3 ACADS ACKR2 ACSL5 ADAMTS12 ADAMTSL3 ADIRF ANGPT2 ANKDD1A ANKRD6 APBA2 APH1B APOD ARFGAP1 ARFGEF2 ARID5B ARRB2 ARRDC2 ARRDC4 ASB13 ASGR1 ASPH ATP9A B3GNT7 BCHE BCL7C BMP2K BZW2 C15orf39 C1QTNF4 C20orf204 C4orf48 C6orf141 CALHM6 CAMKK2 CAPG CARD19 CASP4 CCDC102B CCDC80 CCL14 CCL21 CD302 CD74 CDA CDC42EP5 CDKL1 CDKN1A CEACAM1 CEP85L CERS6 CFI CHCHD10 CHKA CHRDL1 CHST15 CISD1 CLU CMBL CMKLR2 CNTNAP3B COL4A5 COL5A2 COLEC12 COQ2 CRACR2B CRTAC1 CTDSPL CTHRC1 CTTNBP2 CXADR CXXC5 CYP39A1 CYP46A1 CYP4X1 CYTL1 DAPK1 DHODH DKK3 DLGAP1-AS1 DNASE2 DNMBP DNPH1 DOC2B DOCK5 DOCK8 DSE DSEL DSP DTX1 DTX4 EDNRB EEIG1 EFEMP1 EFNA5 EMID1 EMILIN1 ENOSF1 ENTREP1 EPHB1 EPHB2 EPS15 F8 FAM107B FAM162B FAM174B FCGR2A FHL2 FHL3 FILIP1 FLNC FLRT2 FRMD6 FRZB GAB2 GALNT1 GALNT15 GAS7 GCNT1 GCNT2 GGT5 GIMAP5 GJA1 GJC2 GLIPR2 GLIS3 GLS GLT8D2 GNB5 GNG12 GPM6A GPR182 GPRC5C GPRIN3 HAPLN3 HIVEP3 HOXA7 HOXD8 HOXD9 HS3ST1 HSD3B7 HSDL2 HTRA1 IFT57 IGF1 IGFBP5 IL7 IMPDH1 INPP4B IPO11 IQCA1 IQSEC3 ISLR2 ITGA1 ITGA9 ITSN1 KALRN KBTBD11 KCNIP1 KCTD17 KIAA1522 KIF3C KLHL3 KLHL4 KLKB1 LAMB1 LAPTM4B LAPTM5 LAYN LETR1 LGALS3 LGALS7 LGALS7B LGMN LIMCH1 LINC01116 LINC01558 LOX LRCH2 LRIG1 LRRC70 LRRN4CL LTBP4 LY96 LYN MAGED4 MAGED4B MAGI1 MAN1A1 MAN2A1 MAP3K1 MATN2 MCTP1 MEDAG MEGF6 MFAP4 MGST1 MICAL2 MID1 MITF MMP17 MMRN1 MPP7 MRC1 MTSS2 MTUS1 MVP MYO5C MYO7A NAV3 NBL1 NFIA-AS2 NIBAN1 NKAIN4 NLGN4X NNMT NPNT NR1H3 NR2F1 NR2F1-AS1 NR2F2-AS1 NTN1 NTS NUPR1 OAF OAS1 ODF2L OLFML1 OLFML2A P2RX4 P3H2 P4HA3 PARD6G PCLO PCSK6 PDE1A PDE2A PDGFA PDIA5 PDLIM3 PDPN PGAP4 PGF PGM1 PGM5 PIEZO2 PKHD1L1 PLA2G4C PLAAT4 PLD1 PLEKHA4 PLEKHG3 PLEKHO2 PLIN5 PLSCR4 PMP22 POLE4 PPARG PPARGC1B PPIC PRKAG2 PRKCZ PRKG1 PROX1 PRR5L PRSS23 PTPRE PTX3 PXDC1 PXMP2 RAB11FIP1 RAB11FIP3 RAB11FIP5 RAB3IL1 RAB6B RASSF9 REEP1 RELN RHOD RHOU RPP25 RSPH4A SAT2 SCAMP5 SCARA3 SCGB3A1 SCN3A SCN3B SCN9A SCNN1B SCRN1 SDC3 SEMA3A SEMA3D SFRP1 SFXN3 SGCE SGIP1 SGK3 SH3PXD2B SH3TC1 SIRPA SLC22A23 SLC24A1 SLC26A4 SLC27A3 SLC35E4 SLC38A1 SLC43A2 SLC43A3 SLC45A3 SLC7A7 SLC9A9 SLCO2B1 SMOC1 SMYD2 SNAI2 SNCAIP SNCB SNCG SNX10 SPATA6 SPHK1 SPOCK3 SPR SPRY1 SQOR ST3GAL6 STAB1 STAB2 STK32B STON2 STOX2 SULF2 SUSD4 SYNE1 SYNM TBC1D2B TBX1 TC2N TFF3 TGFBRAP1 THEMIS2 THSD7A TIMP2 TLE1 TM4SF18 TMEM120A TMEM140 TMEM38B TNFAIP8L3 TNFRSF11A TPBG TPD52 TRIL TRIP6 TRMT9B TRPC6 TSHZ1 TSHZ2 TSHZ3 TSPAN11 TTN TXNL4B UBAP1L UBTD1 UGP2 UNC5B USP13 VAV3 VPS35L VSTM4 WASF3 WDFY2 WIPF1 ZDHHC14 ZFPM2 ZNF521 ZP2 HE_LIM_SUN_FETAL_LUNG_C3_MID_CAP_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C3_MID_CAP_CELL ADGRL2 ADM ADORA2A AFF3 ANGPTL4 ANKRD44 APCDD1 ARHGEF26 CA2 CBX2 CCL2 CLEC1A CRYBG1 CX3CL1 DACH1 DIXDC1 DPEP1 DTL EDIL3 EGLN1 FCN3 FMNL2 GCOM1 GLCE GPIHBP1 GPX3 HLX HOPX JAM3 KHDRBS2 KIT LEPR LHX6 LIMD1 LONRF1 LRATD1 MADCAM1 MAOA MCAM MIR181A1HG MYOC NCKAP5 NENF NETO2 NEURL1B PDE3B PLAT POSTN RASSF2 RBP5 SCARB1 SLC35F2 SOX11 SPACDR TIAM1 TLE2 TMEM37 HE_LIM_SUN_FETAL_LUNG_C3_OMD_POS_ENDOTHELIAL_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C3_OMD_POS_ENDOTHELIAL_CELL ABCA2 ABCA3 ABCA8 ABI3BP ABR ACVR1 ADAMTS1 AGA AHNAK2 AIF1L AIG1 AKNA ALCAM ALDH1A1 AMPH ANKRD36 ANOS1 APLP1 APOL1 APPAT ARHGAP4 ARID5A ARSJ ASS1 ATL2 ATP2A3 ATXN1 BAMBI BCAT1 BCL9L BMP4 BMP6 BMX BST1 C19orf33 C1R C1S CADM1 CALHM5 CAMK4 CAPG CASP1 CBLN2 CBX6 CCDC80 CCN1 CCN2 CD58 CDA CDC42EP3 CDH11 CDIP1 CDKN1A CDO1 CERCAM CFH CHST3 CKB CLDN15 CLIC3 CLN8 CNTNAP3 COL1A2 COL21A1 COL23A1 COL3A1 COL5A1 COL5A2 COL9A3 COPZ2 CPAMD8 CPE CPLX1 CPXM2 CRABP2 CRIM1 CRIP1 CRISPLD1 CSF1 CSF2RB CSRNP1 CTSC CUBN CXCL12 CXCL2 CXCL3 CYBRD1 CYP1B1 CYTL1 DDAH1 DENND5B DHH DIPK2A DKK2 DNASE2 DPP7 DPYD DSE EFEMP1 EFNA5 ENTPD2 EPB41L3 EPDR1 EPS8 ERAP1 ERAP2 ERBB2 EVA1C EXT1 F2R FADS3 FAM107A FBLN1 FBLN2 FBLN5 FBN2 FGF18 FGFRL1 FGGY FILIP1L FMOD FNIP2 FOSL2 FOXC1 FOXC2 FUT8 FZD8 GALNT2 GARNL3 GASK1B GATA6 GBP1 GBP2 GCA GCHFR GDF7 GFOD1 GHR GIPC2 GJA5 GLIS2 GOLGA3 GOLGA8B GOLIM4 GRB14 GUCY1A1 GUCY1B1 HAPLN3 HAS2 HAUS7 HEXA HEY2 HIP1R HLA-DRB1 HMCN1 HMCN2 HNRNPA1L2 HOXA3 HOXB3 HTRA3 ID2 ID4 IER3 IFI44L IFI6 IFIH1 IFITM1 IFNAR2 IGFBP3 IL11RA IL13RA1 IL18BP IRF6 ITGB5 ITPR1 ITPR2 JAG1 KANK1 KAZALD1 KCNMB1 KCNN4 KISS1 KLHL13 LDLR LDLRAD3 LDLRAD4 LGR4 LINC01133 LMTK2 LOX LOXL1 LPCAT2 LRIG3 LTBP2 LTBP4 LYPD2 LYPD6 MAP3K8 MATN2 MCC MCTP1 MECOM MEDAG MET METRNL MFAP4 MGP MIR155HG MIR99AHG MLLT1 MMP16 MPZL2 MRAP2 MRC2 MX1 MYORG MYRIP NCAM1 NCOA7 NFKBIZ NMT2 NNMT NOMO1 NOMO2 NOMO3 NOX4 NPIPA1 NPIPA7 NPIPA8 NPLOC4 NR4A1 NR4A2 NRBP2 NRK NSUN5 NUAK1 OMD P3H3 P4HTM PCSK2 PCSK5 PDE3A PDE4A PDGFD PDLIM3 PEG10 PELI1 PER1 PGRMC2 PI15 PI16 PKP2 PLAC9 PLCG2 PLD5 PLK3 PLOD2 PLXNA2 PLXNA4 PMEPA1 POLG2 PPP1R3B PRSS35 PRUNE2 PTGDS PTGER4 PTGFRN PTGIS PTGS1 PTGS2 PTN PTPN14 PTPRF PTPRJ PTPRR PXDC1 QSOX1 RBMS3 RCN3 RGMB RND3 ROM1 RPS6KA5 RRAS RSPO3 RTN4RL2 RUNX1T1 S100B S1PR4 SAMD4A SELENOM SELL SELP SEMA3F SEMA3G SERPINE1 SERPINE2 SEZ6L2 SFRP4 SGCE SH3BP4 SH3RF2 SIDT2 SKI SKIL SLC16A14 SLC22A17 SLC25A34-AS1 SLC26A7 SLC6A4 SLC8A1 SLIT3 SMAD6 SMAD7 SMTNL2 SNX18 SOCS2 SOX5 SPEG SPOCK1 SSTR1 STON1 SULF1 SULT1B1 SULT1E1 SYNPO SYT11 SYT15 TAGLN TANC2 TENT5A TFPI2 THBS1 THBS3 TLR5 TM6SF1 TMEM120A TMEM231 TMEM47 TMTC1 TMTC2 TNFRSF12A TNFRSF1B TNRC6C TOX TP53I13 TRAM2 TRH TRIM22 TSPAN2 USP35 VCAM1 XAF1 ZBTB16 ZNF217 HE_LIM_SUN_FETAL_LUNG_C3_PRIMITIVE_ERYTHROCYTE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C3_PRIMITIVE_ERYTHROCYTE ABAT ABCB10 ACHE ACSM3 ADD2 AHSP ALAD ANK1 ANKRD9 APOBEC3C ASIC4 ATP1B2 BEX1 C11orf21 C17orf99 C2orf88 CA2 CHPT1 CPED1 CPOX CR1L CRNDE CTSE CYTOR DHFR DHRS13 ELL2 EPB42 EPOR ERMAP ESPN GATA1 GATA5 GCAT GDF15 GFI1B GNG2 GRAP2 GYPA GYPB GYPE HBE1 HBQ1 HBZ HEMGN HMBS ICAM4 IQGAP2 KEL KLF1 MAP1A MAPKAPK3 MAPRE3 MIR4435-2HG MRC2 MT1E MT1F MT1G MT1H MT1M MT1X MTHFD2 MTURN MYL4 MYT1 NFE2 NT5DC4 OSBP2 PIM2 PITX1 PKLR PLEK2 PMM1 PNPLA4 PPP1R14C PTGS1 RAP1GAP RFESD RGS10 RHAG RHD RIPOR3 SCPEP1 SIAH2 SLC22A4 SLC30A10 SLC38A5 SLC39A8 SLC4A1 SLC6A9 SMIM1 SMIM5 SNX22 SOD3 SPECC1 SPINT2 SPTA1 SPTB SSX2IP ST6GALNAC1 ST8SIA1 TESC TF TFR2 TLCD4 TMOD1 TMSB15A TSPAN17 TSPAN32 TUBB1 UBAC1 UCA1 XK YPEL4 HE_LIM_SUN_FETAL_LUNG_C3_SCG3_POS_LYMPHATIC_ENDOTHELIAL_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C3_SCG3_POS_LYMPHATIC_ENDOTHELIAL_CELL A4GALT ABCA3 ABCA4 ABCC10 ABHD2 ACAD10 ACAP3 ACKR2 ACYP2 ADA2 ADAM19 ADAM22 ADAM9 ADAMTS12 ADAMTS6 ADIRF ADK ADNP2 AGA AGAP1 AGAP2-AS1 AHI1 AK4 AKR1C1 AKR1C2 AKR1C3 ALDH1A2 ALDH3A2 ALPK3 AMN1 ANGPT2 ANGPTL2 ANK2 ANKH ANKRD6 ANO10 ANPEP AOPEP APBA2 APOE APTR ARHGAP10 ARHGAP42 ARID5A ARID5B ARL15 ASGR1 ASPH ATP10D ATP11C B3GALT4 B3GNT5 B3GNT8 B9D1 BAMBI BBIP1 BCHE BCL7A BCR BEND5 BHMT BHMT2 BIK BMX BRSK1 BSCL2 C12orf75 C14orf132 C15orf61 C16orf87 C17orf58 C1QTNF2 C1orf198 C20orf204 C2CD4C C3orf14 C4orf48 CABIN1 CALHM2 CAMK1 CAMK2D CARS1 CASK CASP6 CBFA2T3 CCDC102B CCDC126 CCDC141 CCDC3 CCDC80 CCL21 CCNJ CDC42EP5 CEACAM1 CELSR1 CEP85L CFI CHRDL1 CIART CLASP2 CLDN11 CLIC2 CLIP3 CNST COG6 COL4A5 COL5A2 COL9A3 COLEC12 COMMD3 COQ10A COQ2 COQ8A CPE CPT1A CRAT CRIP1 CRNDE CROT CTTNBP2 CTXN1 CXXC5 CYB561D2 CYP27A1 CYP39A1 DAPK1 DBNDD1 DBNDD2 DBR1 DDX10 DDX3Y DIXDC1 DKK3 DLG1 DNAJC16 DNASE2 DOC2B DOP1B DPP4 DPP7 DSEL DTX1 DTX3 DUSP2 DUSP5 DYNC2LI1 EBF1 EBLN3P EDDM13 EDNRB EIF4EBP3 EML3 ENOX1 ENTPD6 ENTREP1 EPB41L3 EPS8L1 ETV2 EXOSC7 F8 F8A3 FAHD2B FAM110B FAM117A FAM131A FAM171B FAM221A FAM222B FAM3C FAM98A FBXO17 FBXO34 FBXO44 FGR FHDC1 FHIT FILIP1 FILIP1L FKBP1B FLNC FLRT2 FLRT3 FOXC2 FOXO1 FOXP2 FZD10 FZD6 GAA GAB1 GALC GALNS GALNT1 GALNT11 GALNT2 GBE1 GCNT2 GDF10 GJD3 GLIDR GLIS3 GLRX GLS GNB5 GPAT2 GPER1 GPRC5D-AS1 GRAMD2B GRAMD4 GREB1 GSPT2 GSTM3 GUCY1A1 H4C11 H4C12 HACD2 HAGLROS HCLS1 HEPH HES4 HGF HLA-F HOXA7 HOXB4 HOXD-AS2 HOXD3 HOXD8 HOXD9 HS3ST1 HS6ST1 HSBP1L1 HSD3B7 HSDL2 HSPA2 HVCN1 HYAL3 ICE2 IDE IDS IER3 IFI6 IFT122 IFT57 IGF1 IGHMBP2 IGSF3 IGSF8 IL1R1 IRF2BPL IRX3 ITGA9 ITGAV ITGB4 ITGB8 ITPR1 JARID2 KANK2 KBTBD11 KCNN3 KCNQ1OT1 KDELR3 KHDRBS3 KIF16B KIF21A KIZ KLF12 KLHL23 KLHL4 L3MBTL3 LACTB2 LAMA5 LAPTM4B LDOC1 LETR1 LGALS3 LGALS7 LGALS7B LINC00513 LINC00636 LINC01116 LINC01117 LMBR1L LPIN1 LRP11 LRRC61 LRRC70 LRRN2 LRRN4CL LTBP1 LTBP4 LY6L LY96 LYPD3 LYPD6 LYRM1 LYSMD2 MAGED4 MAGED4B MAPK13 MAPK7 MAPRE3 MARK1 MBOAT1 MBP MCUB MEDAG MEST MET MFAP4 MGST1 MICU3 MID1 MIF4GD MIGA1 MIR99AHG MITF MLYCD MMP16 MOB3B MPP7 MRAS MRGPRF MSMP MTFMT MVP MXRA8 MYEF2 MYO5C MZF1 NAAA NALCN NAPG NAV2 NBAS NBEAL2 NBL1 NDUFAF5 NEO1 NEXN NFATC1 NFATC2 NFX1 NHERF1 NINL NIT2 NLGN4X NLGN4Y NLRC5 NMD3 NMNAT2 NOL3 NPC1 NPPC NPY1R NR1H3 NR2F1-AS1 NRGN NTN1 NTS NUPR1 OAF OLFML1 ORAI3 OSBPL1A OSTM1 OTULINL OXCT1 P2RX4 PAIP2B PAK3 PAQR8 PARD3 PARD6G PBXIP1 PCAT6 PCCA PCLO PDE1A PDE4D PDE6G PDE7B PDGFA PDGFD PDLIM1 PDLIM3 PDLIM4 PDPN PEG10 PELI2 PERP PGAP4 PGM5 PHETA2 PHLDB3 PIGP PIK3C2G PIP5K1C PITPNM1 PKHD1L1 PLAC9 PLBD2 PLCD1 PLEKHA4 PLOD2 PLPP1 PLPP5 PLSCR3 PLXNB1 POC5 PODXL2 POF1B POLB PORCN PPARG PPFIA3 PPL PPP1R9A PPP3CC PRICKLE1 PRKAA2 PRKAG2 PRKCZ PROX1 PRR34-AS1 PRXL2C PSEN2 PTGR3 PTPN14 PTPN3 PTPRE PTPRF PTPRK PTPRS PWP2 PWWP2B R3HDM2 RAB11FIP1 RAB3IL1 RAB6B RABGAP1 RADIL RAI2 RANBP9 RAPGEF4 RASAL3 RASD1 RASGRP2 RASSF4 RASSF8 RCAN1 RCBTB1 REEP1 RGL1 RHBDD3 RHOBTB1 RHPN1 RINL RIOX1 RNASE4 RPRD1A RTTN RUFY1 RUVBL1 S100A4 S100P SBSPON SCARA3 SCG3 SCN3A SCPEP1 SDC3 SDC4 SEC14L2 SEMA3A SEMA3D SEMA4D SERINC2 SERINC5 SESTD1 SETD9 SFXN3 SGCE SGIP1 SGK3 SIAE SLC12A7 SLC16A7 SLC22A23 SLC2A6 SLC35A5 SLC35B4 SLC37A1 SLC38A1 SLC38A4 SLC41A1 SLC43A3 SLC44A3 SLC48A1 SLC5A3 SLC6A6 SLC7A1 SLPI SNX25 SOCS2 SOCS6 SPATA6L SPIN2B SPIN4 SPOCK3 SPPL2B SPR SQOR SRD5A3 SRGAP3 SRPK1 ST6GALNAC3 ST7 STARD10 STARD9 STPG1 STRADA STRN SULF2 SUN2 SV2C SWAP70 SYNE1 SYNM SYNPO SYS1 TANC2 TARS3 TBC1D4 TBC1D8 TBC1D9 TBX1 TBXA2R TCTN3 TEX2 TFEB TFF3 THBS3 TM7SF2 TMC6 TMEFF1 TMEM102 TMEM117 TMEM120A TMEM140 TMEM33 TMEM38B TMEM45A TMOD2 TMTC1 TMTC4 TNFAIP2 TNFAIP8L3 TNFRSF11A TNFRSF4 TOP2A TPBG TPCN1 TPD52 TPD52L1 TRDC TRIM47 TRIP6 TRMT9B TSHZ1 TSHZ2 TTC8 TTN TUBB2B TUBB3 TULP4 TXNRD2 UBE2E2 UCHL1 UNC119 UNC5B UNC93B1 URI1 USP13 VANGL1 VKORC1L1 VPS39 WDSUB1 WSB2 ZC3H8 ZDHHC1 ZDHHC17 ZDHHC24 ZIC2 ZMYND8 ZNF107 ZNF195 ZNF211 ZNF385A ZNF480 ZNF568 ZNF680 ZNF737 ZNF790 ZSCAN16 ZSCAN2 HE_LIM_SUN_FETAL_LUNG_C3_VENOUS_ENDOTHELIAL_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C3_VENOUS_ENDOTHELIAL_CELL ACKR1 ACKR3 ADAMTS6 ADGRG6 ALCAM APOL1 ASAP3 ASRGL1 ASS1 ATP2A3 C7 CCDC69 CD82 CDC42EP3 CDH11 CHODL COL3A1 COL9A3 CPE CYP1B1 DHH DLL1 DNM3 DUSP23 ECRG4 EHBP1L1 ENTPD1 EVA1C FAM124A FBLN2 FBN1 FILIP1L GFOD1 HAS2 HDAC9 HLA-DRB1 HMCN1 HMGCLL1 HSPA2 IL11RA IL1R1 ITGB4 LFNG LHX6 LRATD2 LTBP3 LTC4S LYPD2 LYST MALL MAP2 MGP MIR503HG MIR99AHG MMP28 MYOF NALF1 NPNT NUAK1 PALLD PLAC9 PLVAP PLXDC2 PTGDS PTGIS RARRES1 RBP5 S1PR4 SCUBE3 SELP SEMA3F SERPINE2 SLCO2A1 SORBS2 SPINK5 SRGN SULT1E1 SYT15 TLL1 TMEM273 TSLP VCAM1 VEGFC WFDC1 XAF1 HE_LIM_SUN_FETAL_LUNG_C4_ACTIVATED_NK_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C4_ACTIVATED_NK_CELL APLP2 BCL2A1 BCL2L1 BCL2L11 CD72 CD82 CRTAM DOT1L EGR2 FABP5 FAM3C FCRL3 FEZ1 GFOD1 HAVCR2 HYOU1 ICAM1 IRF8 LIM2 MAP1LC3A MIR155HG MRTO4 NDFIP2 NEK6 NME1 PHLDA1 PIM3 PNO1 PRR5L PUS1 RAMP1 RNF19A RRP9 RRS1 SFXN4 SLAMF7 SNX8 SPATA13 STARD4 STX11 TIMM8A TMEM120A TNFRSF18 TNFRSF4 TNFRSF9 TRAF1 TSPAN17 UCK2 HE_LIM_SUN_FETAL_LUNG_C4_CD16_POS_NK_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C4_CD16_POS_NK_CELL ADGRG1 CX3CR1 FCRL6 FGFBP2 GNLY GZMB GZMH KIR2DL1 KIR2DL3 KIR3DL1 LAIR2 MYOM2 PRSS23 RAP1GAP2 RASSF4 S1PR5 SPON2 ZEB2 HE_LIM_SUN_FETAL_LUNG_C4_CD4_T_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C4_CD4_T_CELL ACTN1 ARMH1 BACH2 CCR7 CD4 CD40LG CD5 CD6 CHI3L2 CSGALNACT1 CTSL EPHX2 FCGRT FHIT FKBP5 GPR183 ICOS IL6ST INPP4B LIMS2 LINC01550 LRRN3 MAL PASK RAB25 RCAN3 SERINC5 SIT1 SOCS3 SUSD3 THEMIS TMEM204 TRAT1 HE_LIM_SUN_FETAL_LUNG_C4_CD56BRIGHT_NK_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C4_CD56BRIGHT_NK_CELL CCL3L1 CXCR6 GZMK KRT86 PDLIM1 TOX2 HE_LIM_SUN_FETAL_LUNG_C4_CD8_T_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C4_CD8_T_CELL A1BG ACTN1 ARMH1 BACH2 CCR7 CD248 CD5 CD79A CD8B CHI3L2 CLEC11A CPNE2 DBN1 FAM117B FBLN2 GBP1 IGFBP2 JUP LDLRAP1 LIMS2 LINC01550 LINC02446 LRRN3 LYPD3 MAL MEOX1 NELL2 NPDC1 NT5E PAK1 PASK PCNT PECAM1 PRKAR1B RCAN3 S100B SERINC5 SERPINF1 SGK1 SIRPG SIT1 SPINT2 SREBF1 STMN3 THEMIS TMEM204 TOB1 TRABD2A YBX3 HE_LIM_SUN_FETAL_LUNG_C4_CYCLING_NK_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C4_CYCLING_NK_CELL ABHD10 ABHD11 ABHD3 ACAD9 ACAT2 ACD ACOT7 ACTL6A ACYP1 AHI1 AKIP1 AKT1 ALYREF ANKRD36 ANKRD36C ANLN AP1S1 APEX2 APOBEC3B ARHGAP11A ARHGAP33 ARHGEF39 ARL6IP1 ARL6IP6 ARMC1 ASB16-AS1 ASF1B ASPM ASRGL1 ATAD2 ATAD3A ATAD5 ATG16L2 ATP1B3 ATP23 ATP2A2 AURKA AURKB BAG2 BARD1 BAZ1B BCAP29 BCL2L12 BIRC5 BLM BLVRA BLVRB BORA BRCA1 BRCA2 BRI3BP BTG3 BUB1 BUB1B BUD13 C17orf58 C19orf48P C1orf112 C1orf35 C21orf58 C4orf46 CASP8AP2 CBFB CBX5 CCDC14 CCDC18 CCDC28B CCDC34 CCDC82 CCDC88A CCNA2 CCNB1 CCNB2 CCNE1 CCNE2 CCNF CCNJL CCP110 CDC20 CDC23 CDC27 CDC45 CDC6 CDC7 CDCA2 CDCA3 CDCA4 CDCA5 CDCA7 CDCA7L CDCA8 CDK1 CDK16 CDK19 CDK2 CDK5RAP2 CDKN1A CDKN2C CDKN3 CDT1 CEBPG CENPA CENPE CENPF CENPH CENPJ CENPK CENPL CENPM CENPN CENPO CENPP CENPQ CENPU CENPW CEP152 CEP192 CEP295 CEP43 CEP55 CEP57L1 CEP78 CEP85 CETN3 CFAP20 CGAS CHAF1A CHAF1B CHAMP1 CHEK1 CHEK2 CHRAC1 CHST2 CHTF18 CIDEB CIP2A CKAP2 CKAP2L CKAP5 CKS1B CLN6 CLSPN CMC2 CNTLN CNTROB COMMD4 CPSF3 CPSF4 CPXM1 CRTAP CTBP1 CTBP2 CTCF CTDSPL2 CTNNAL1 CTNNBIP1 CTPS1 CX3CR1 CXXC1 CYTOR DAB2 DARS2 DBF4 DCAF15 DDB2 DDX11 DEPDC1 DEPDC1B DERA DHFR DIAPH3 DLEU2 DLGAP5 DNA2 DNAJC9 DONSON DPM2 DSCC1 DSN1 DTL DTYMK DYNC2I2 E2F1 E2F2 E2F3 E2F7 E2F8 EBP ECT2 EED EMC9 EME1 ENOSF1 ESCO2 EXO1 EXOSC10 EXOSC3 EXOSC8 EXOSC9 EZH2 FABP5 FAF1 FAM111A FAM111A-DT FAM111B FAM76B FAM83D FANCA FANCD2 FANCG FANCI FANCL FAR1 FBXL6 FBXO4 FBXO5 FEN1 FHOD1 FMR1 FN3KRP FOXM1 FOXRED1 FUZ G2E3 GALE GATAD2A GGH GINS1 GINS2 GINS3 GINS4 GLO1 GMNN GMPPB GMPS GNGT2 GNL1 GON7 GPANK1 GPN3 GSS GSTM1 GTSE1 GUCD1 GUSB H1-1 H1-5 H2AC11 H2AC12 H2AC13 H2AC14 H2AC15 H2AC16 H2AC17 H2AC20 H2AC21 H2AC4 H2AC8 H2BC11 H2BC13 H2BC15 H2BC18 H2BC3 H2BC4 H2BC7 H2BC9 H3C10 H3C12 H3C14 H3C15 H3C2 H3C3 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C4 H4C6 H4C8 HADH HAT1 HAUS1 HAUS2 HAUS4 HAUS5 HAUS6 HAUS8 HCFC1R1 HDGF HDGFL3 HELLS HIRIP3 HJURP HLTF HMGB3 HMGCS1 HMGXB4 HMMR HPF1 HSPA13 HTRA2 ICMT IFI27L1 IL12RB2 ILVBL INCENP ITGB3BP JADE1 JMJD4 JPT2 KAT5 KEAP1 KIF11 KIF14 KIF15 KIF18A KIF18B KIF20A KIF20B KIF22 KIF23 KIF2C KIF4A KIFC1 KIR2DL1 KIR3DL1 KLRC2 KLRK1 KMT5A KNL1 KNSTRN KNTC1 KPNA2 LGALS1 LIG1 LIN52 LIN54 LIN9 LMF2 LMNB1 LMNB2 LRR1 LRRC40 LRRC42 LRRC45 LRRC59 LRRCC1 MAD2L1 MAD2L2 MAGOHB MAP3K20 MASTL MCM10 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 MCMBP MCUR1 MDM1 MED7 MELK METTL4 MFGE8 MFSD14B MGME1 MGST3 MICB MIR4435-2HG MIS12 MIS18A MIS18BP1 MKI67 MLC1 MLH1 MMAB MMUT MND1 MPC1 MPHOSPH9 MPST MRPL55 MSH2 MSH6 MTFR2 MTG2 MTHFD1 MTHFD2 MTRFR MUTYH MXD3 MYBL2 MZT1 NAA50 NABP2 NCAPD2 NCAPD3 NCAPG NCAPG2 NCAPH NCAPH2 NDC1 NDC80 NEIL3 NEMP1 NFATC2IP NFYB NIT1 NNT-AS1 NQO2 NRM NSD2 NSL1 NTAN1 NUDT1 NUDT15 NUF2 NUP107 NUP37 NUP50 NUP85 NUSAP1 OIP5 ORC1 ORC3 ORC6 OTULINL OXCT1 PANK2 PAQR4 PARP16 PARP2 PBK PCLAF PCNA PCNT PDLIM1 PDLIM7 PDS5B PDZD11 PGP PHF19 PHGDH PHTF1 PIDD1 PIGX PIMREG PKMYT1 PLK1 PMM1 PMVK POC1A POGLUT3 POLA1 POLA2 POLD1 POLD3 POLE POLE2 POLH POLQ POP4 POP7 POU2F1 PPCDC PPIF PPM1D PPP5C PRADC1 PRC1 PRDX4 PRIM1 PRIM2 PRIMPOL PRPS1 PRPS2 PRPSAP1 PSMC3IP PSMD14 PSMG1 PSMG3 PSRC1 PTBP2 PTPN18 PTTG1 PUSL1 PXMP2 RAB27A RACGAP1 RAD1 RAD18 RAD51AP1 RAD51C RAD51D RAD54B RAD54L RAD9A RANBP9 RANGAP1 RBBP8 RBL1 RBM14 RBM15 RCC1 RCC2 RCCD1 RDX RECQL4 REEP4 RELT REXO5 RFC2 RFC3 RFC4 RFC5 RFWD3 RHEBL1 RHNO1 RIF1 RMI1 RMI2 RNASEH2A RNF168 RNF26 RPL39L RRM1 RRM2 RUSC1 RUVBL2 SAAL1 SAC3D1 SAMD1 SAR1A SASS6 SCCPDH SCMH1 SEPHS1 SEPTIN11 SESTD1 SFMBT1 SFR1 SGO1 SGO2 SH3GLB2 SHCBP1 SHMT1 SIMC1 SKA1 SKA2 SKA3 SKP2 SLC1A4 SLC1A5 SLC25A1 SLC25A16 SLC25A25 SLC25A40 SLC27A3 SLC29A1 SLC2A4RG SLC43A1 SLC43A3 SLF1 SLFN13 SMC2 SMC6 SMCO4 SMIM13 SMPD4 SNRNP25 SNTB2 SP2 SPAG5 SPATA33 SPATS2 SPC24 SPC25 SPDL1 SPTSSA SQLE SRGAP2B ST3GAL4 STIL STRADA STX11 SUV39H1 SUZ12 SVIP SYK SYNE2 TACC3 TAF1B TBL3 TCEAL3 TCF19 TCF3 TCHP TDP1 TEDC1 TEDC2 TEX30 TFDP1 THAP7 THEM6 THOC1 THOP1 TIFA TIMELESS TIMM10 TIMM21 TIPIN TK1 TLNRD1 TM7SF3 TMEM106C TMEM107 TMEM18 TMEM209 TMEM97 TMPO-AS1 TNPO3 TOE1 TOP2A TOPBP1 TOR2A TOR3A TP53I13 TPGS2 TPRKB TPX2 TRAF2 TRAIP TRIM24 TRIM28 TRIP13 TRNAU1AP TROAP TSPAN4 TTF2 TTK TUBG1 TUBGCP3 TYMS UBALD2 UBE2C UBE2M UBE2S UBE2T UBL4A UBL7-DT UBR7 UBXN11 UBXN2A UCK2 UEVLD UHRF1 USP1 USP14 USP37 USP39 USP48 VANGL1 VPS26A VRK1 WDHD1 WDR5 WDR54 WDR62 WDR76 WEE1 WRAP53 WWOX XPO1 XRCC1 YEATS4 ZDHHC12 ZDHHC4 ZGRF1 ZNF346 ZNF367 ZNF574 ZNF672 ZNF738 ZNF85 ZW10 ZWILCH ZWINT HE_LIM_SUN_FETAL_LUNG_C4_CYCLING_T_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C4_CYCLING_T_CELL A1BG AAAS AARS1 ABHD12 ABI2 ACAD9 ACAT2 ACD ACOT7 ACTL6A ACTN1 ACYP1 ADK ADPRM AGPAT3 AHCY AHCYL1 AIDA AIG1 ALDH16A1 ALDH7A1 ALMS1 ALYREF ANAPC15 ANKMY1 ANKRD26 ANKRD36 ANKRD36B ANKRD36C ANKRD54 ANLN ANXA5 AP1B1 AP1S1 AP3M2 APOLD1 APOO ARHGAP11A ARHGAP33 ARHGEF39 ARID2 ARL17A ARL4D ARL6IP1 ARL6IP6 ARMC1 ARMH1 ASF1A ASF1B ASH2L ASPM ASRGL1 ATAD2 ATAD5 ATP1B3 ATP6V0E2 ATRIP ATXN3 AURKA AURKB AUTS2 BACH2 BAG2 BAG3 BAG4 BARD1 BAZ1B BCL11A BCL11B BCL2L12 BCL7A BCOR BDH1 BICD2 BICDL1 BIRC5 BLM BOLA3 BORA BRAP BRCA1 BRCA2 BRCC3 BRD8 BRIP1 BUB1 BUB1B BUD13 C19orf48P C1orf112 C1orf35 C20orf96 C21orf58 C4orf33 C4orf46 C5orf34 C8orf88 CALHM6 CAMK2G CAPG CASP2 CASP6 CASP8AP2 CBFB CBX1 CBX5 CCDC14 CCDC15 CCDC18 CCDC34 CCDC82 CCDC88A CCHCR1 CCNA2 CCNB1 CCNB2 CCNE1 CCNE2 CCNF CCNG1 CCNG2 CCP110 CD200R1 CD248 CD28 CD4 CD40LG CD5 CD6 CD8B CDC20 CDC25C CDC27 CDC45 CDC5L CDC6 CDCA2 CDCA3 CDCA4 CDCA5 CDCA7 CDCA7L CDCA8 CDK1 CDK19 CDK2 CDK5RAP2 CDKN2C CDKN3 CDT1 CDV3 CENPA CENPE CENPF CENPH CENPJ CENPK CENPL CENPM CENPN CENPO CENPP CENPQ CENPT CENPU CENPW CEP120 CEP131 CEP135 CEP152 CEP192 CEP295 CEP43 CEP55 CEP57L1 CEP63 CEP85 CERS6 CFAP20 CFAP68 CHAF1A CHAF1B CHAMP1 CHD1L CHD7 CHEK1 CHEK2 CHI3L2 CHMP4B CHRAC1 CHTF18 CIP2A CISH CIT CKAP2 CKAP2L CKAP5 CKS1B CLN6 CLSPN CMC2 CMPK2 CMSS1 CMTM7 CMTM8 CNOT10 CNOT9 CNPY4 CNTLN CNTRL CNTROB COMMD4 COPS8 COQ10A CRNDE CSE1L CSTF1 CSTF2 CTCF CTDSPL2 CTNNAL1 CTPS1 CUX1 CYTH2 DBF4 DBNDD2 DCAF16 DCAKD DCLRE1C DDB2 DDTL DDX11 DEPDC1 DEPDC1B DESI2 DGCR8 DHFR DHRS4L2 DIAPH3 DIPK1A DLEU2 DLG1 DLGAP5 DNA2 DNAJC9 DONSON DPAGT1 DPM1 DSCC1 DSN1 DTL DTNB DTYMK DYNC2I2 DYNLL2 DYNLT2B E2F1 E2F2 E2F7 E2F8 EBP ECT2 EED EEF1AKMT2 EEFSEC ELP5 EMC9 ENOSF1 ENTPD6 EPB41L2 EPOR ERAP1 ERAP2 ERVH48-1 ESCO2 ESPL1 EXO1 EXOC6 EXOG EXOSC6 EXOSC8 EXOSC9 EZH2 FABP5 FAF1 FAHD2A FAM111A FAM111B FAM13A FAM72A FAM72B FAM72C FAM76B FAM83D FAM98B FANCA FANCD2 FANCG FANCI FANCL FBLN2 FBXL5 FBXO5 FCGRT FEN1 FH FIGNL1 FKBP5 FOXJ2 FOXM1 FOXRED1 FZR1 G2E3 GAMT GAR1 GBA1 GBP1 GGCT GGH GINS2 GINS3 GINS4 GLA GLE1 GLRX5 GMNN GMPPB GMPS GNB5 GNL1 GOT1 GPA33 GPANK1 GPN3 GRAP GRAPL GRN GSPT1 GSS GSTM1 GTF2A1 GTF3C5 GTPBP8 GTSE1 GUSB H1-1 H1-5 H2AC11 H2AC12 H2AC13 H2AC14 H2AC15 H2AC16 H2AC17 H2AC20 H2AC21 H2AC4 H2AC8 H2BC11 H2BC13 H2BC14 H2BC15 H2BC18 H2BC3 H2BC4 H2BC7 H2BC9 H3C10 H3C14 H3C15 H3C2 H3C3 H3C7 H3C8 H4C1 H4C12 H4C16 H4C2 H4C4 H4C6 H4C8 HACD3 HADH HAT1 HAUS1 HAUS2 HAUS4 HAUS5 HAUS6 HAUS8 HCFC1R1 HDGF HDGFL2 HEBP2 HELLS HILPDA HIRIP3 HJURP HLTF HMCES HMGB3 HMGXB4 HMMR HNRNPUL2 HOOK1 HPGD HSD17B8 HSPA2 HYI HYLS1 ICOS ID1 IDH3A IER3 IFI27L1 IFNGR2 IGF2BP3 IGFBP2 IL23A IL6ST ILVBL INAFM1 INCENP INF2 ING1 ING2 INIP INTS4 INTS7 IPO5 ITGA6 ITGB3BP ITPRID2 JADE1 JPT2 JUP KATNBL1 KCNA3 KCTD18 KDM1A KIAA0586 KIF11 KIF14 KIF15 KIF18A KIF18B KIF20A KIF20B KIF22 KIF23 KIF2C KIF4A KIFC1 KMT5A KMT5C KNL1 KNSTRN KNTC1 KPNA2 LARP4 LDLR LETM1 LIG1 LIMK2 LIN54 LINC01550 LINC01572 LINC02273 LINC02446 LMF2 LMNB1 LMNB2 LRR1 LRRC45 LRRC58 LRRN3 LYRM7 MACROD1 MAD2L1 MAD2L2 MAGOHB MAL MAP3K1 MAP3K20 MAP4K2 MAP4K4 MAST4 MASTL MBD4 MBNL3 MCEE MCM10 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 MCMBP MCUR1 MED13 MED29 MELK METTL2A METTL4 MFGE8 MFSD14CP MGME1 MICB MICU1 MID1IP1 MIS18A MIS18BP1 MKI67 MKKS MLH1 MLST8 MMAB MMD MMGT1 MMS22L MND1 MORF4L2 MOV10 MPDU1 MPHOSPH9 MPP1 MRGBP MRM2 MRPL35 MRPL39 MRPL48 MSH2 MSH3 MSH6 MTFR2 MTHFD1 MTHFD2 MTHFD2L MTRFR MUTYH MXD3 MYBL2 MYCBP MYEF2 MYL6B MYO19 MZT1 N4BP2 NAA50 NAB2 NANS NCAPD2 NCAPD3 NCAPG NCAPG2 NCAPH NCAPH2 NCKIPSD NCOR2 NDC80 NEDD1 NEIL3 NEK2 NEMP1 NEMP2 NENF NET1 NFATC2IP NFYB NIN NIPSNAP3A NNT NPAT NR2C2 NREP NRF1 NRM NSD2 NSMCE2 NTAN1 NTMT1 NUDT1 NUDT15 NUDT8 NUF2 NUP107 NUP155 NUP160 NUP188 NUP205 NUP35 NUP37 NUP50 NUP58 NUSAP1 NXPE3 ODF2 OIP5 ORC1 ORC3 ORC6 OXCT1 PABIR3 PAF1 PAFAH1B3 PAGR1 PAICS PAK1 PAQR4 PARP16 PARP2 PARPBP PAXBP1 PBK PBRM1 PCBD2 PCK2 PCLAF PCNA PCNT PDE3B PDK1 PDLIM7 PDS5B PDSS1 PDZD11 PEDS1 PGD PGM2L1 PGP PGRMC1 PHACTR4 PHC1 PHF19 PHF7 PHGDH PI4KA PIDD1 PIGX PIMREG PKMYT1 PKNOX1 PLCL2 PLEKHG2 PLK1 PLK4 PM20D2 PMM1 PMS1 POC1A POLA1 POLA2 POLD1 POLD2 POLD3 POLE POLH POLQ POP7 POT1 PPCDC PPIF PPP2R5D PPP4R1 PPT1 PRADC1 PRC1 PRIM1 PRIM2 PRPF19 PRPS1 PRPS2 PRPSAP1 PRR11 PRR3 PRXL2B PSAT1 PSMC3IP PSMD10 PSMD14 PSMG1 PSRC1 PTP4A3 PTTG1 PUSL1 PXMP2 R3HDM1 RAB25 RAB3IP RACGAP1 RAD1 RAD51AP1 RAD51C RAD54L RANBP3 RANGAP1 RBBP8 RBL1 RBM15 RBM15B RBM23 RCAN3 RCC1 RCC2 RCCD1 RCOR1 RDM1 REC8 RECQL RECQL4 REEP4 RETREG1 RFC2 RFC3 RFC4 RFC5 RFLNB RFWD3 RFX2 RHNO1 RIF1 RIMKLB RMI1 RMI2 RNASEH2A RNF138 RNF144A RNF168 RNF26 RPL39L RPP30 RRM1 RRM2 RTKN2 RUSC1 RUVBL2 SAAL1 SAC3D1 SAMD1 SARNP SASS6 SCAI SCMH1 SCML1 SEH1L SELENOI SEPHS1 SERINC5 SERPINF1 SERTAD2 SFI1 SGK1 SGO1 SGO2 SH3GLB2 SHCBP1 SHMT1 SIAH1 SIGMAR1 SIN3A SIRPG SIT1 SKA1 SKA2 SKA3 SKP2 SLC16A1 SLC19A1 SLC25A1 SLC25A14 SLC29A1 SLC2A4RG SLC35E3 SLC43A3 SLC44A1 SLC7A1 SLF1 SLFN11 SMARCA4 SMC2 SMC5 SMC6 SMCO4 SMPD4 SNIP1 SNN SNRNP25 SNRNP48 SOD2 SPAG16 SPAG5 SPATA5 SPC24 SPC25 SPDL1 SPICE1 SPRTN SPTSSA SREBF1 SRGAP2 SRGAP2B SRGAP2C SRPK1 SSBP2 ST3GAL3 STAG3 STAT1 STIL STK24 STK32C STMN3 STOX1 STRBP STRN SUSD3 SUV39H1 SUV39H2 SUZ12 SVBP SVIP SYCE1L SYNE2 TAB2 TACC3 TADA2A TAF5 TASP1 TBC1D10B TBL1X TBL1XR1 TCEA3 TCF19 TCOF1 TDP1 TEDC1 TEX30 TFDP1 THAP3 THEMIS THOC1 THOC5 THOC6 THOP1 TIFA TIMELESS TIMM10 TIMM21 TIPIN TK1 TMEM106C TMEM143 TMEM14A TMEM14C TMEM204 TMEM237 TMEM41B TMEM97 TNPO3 TOB1 TOE1 TOMM70 TOP2A TOPBP1 TPGS2 TPRKB TPX2 TRABD2A TRAF2 TRAIP TRAPPC14 TRAV8-2 TRIM28 TRIM59 TRIM69 TRIOBP TRIP13 TRMT10C TROAP TTF1 TTF2 TTK TUBB2A TUBD1 TUBG1 TYMS UBALD2 UBAP2 UBE2C UBE2Q1 UBE2S UBE2T UBIAD1 UBL7-DT UBR7 UBXN11 UHRF1 UHRF2 UMPS UQCC3 UQCRHL USP1 USP37 USP39 USP5 VKORC1L1 VRK1 VRK3 WBP4 WDHD1 WDR5 WDR54 WDR6 WDR62 WDR76 WEE1 WRAP53 XPO1 XRCC1 YEATS4 ZC3H3 ZCCHC8 ZDHHC12 ZEB1 ZFAND4 ZFYVE19 ZGRF1 ZNF326 ZNF367 ZNF524 ZNF66 ZNF714 ZNF83 ZNF85 ZNF93 ZW10 ZWILCH ZWINT HE_LIM_SUN_FETAL_LUNG_C4_ILC2_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C4_ILC2_CELL ACOX1 ACSL4 ADAM19 AHR ALAS1 ANTXR2 ANXA5 ARHGAP5 ARL4A ASPH ATP1B1 BACE2 BATF BCAR3 BCL3 BCOR BIRC3 C1orf162 CACNB3 CAMK1 CAPG CCDC86 CCNG2 CCR2 CD200R1 CD82 CD84 CENPV CFAP36 CFH CHCHD10 CHDH CMPK2 CMTM8 COL9A2 CSGALNACT1 CTSZ CYSLTR1 DAPK1 DENND6B DOK4 DPP4 DUSP10 DUSP6 ECRG4 EGLN3 EPAS1 EPS8L2 FSTL4 GAB2 GADD45G GAP43 GATA3-AS1 GDPD5 GFI1 GNA15 GRINA GRK5 HPGD HPGDS HSD17B4 IFNGR2 IL13 IL17RB IL1RL1 IL2RA IL9R INPP4B IRF2BPL IRS2 JUP KIF3A KIT KLF5 KRT1 LGALS12 LIF LINC02694 LPCAT2 LSR MAF MAST4 MBOAT2 MBOAT7 MDFIC MEG3 MGAT5 MGLL MMP25 MSI2 NAMPT NDFIP2 NR4A3 NTRK1 PDE7B PDLIM5 PHLDA1 PHTF2 PKIB PKP2 PLAGL1 PPARG PRNP PSTPIP2 PTGDR2 PTGER2 PTPRN2 RAD50 RASGRP4 REC8 RENBP RGS18 RHOBTB3 RNF130 RNF144A ROGDI S100P SAMSN1 SCART1 SCN2A SEL1L3 SEPTIN11 SH2B3 SLAMF1 SOCS2 SOCS3 SOS1 SPINT2 STAP1 STARD4 SVOPL SWAP70 THEM4 THG1L TIAM1 TIMP1 TMEM220 TMEM273 TNFRSF18 TNFSF10 TNFSF11 TNFSF14 TSPAN2 TSPO TTN TYMP UBQLN4 WDR86 ZG16B ZNF667-AS1 HE_LIM_SUN_FETAL_LUNG_C4_ILC3_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C4_ILC3_CELL ABHD15 ADAM12 ADAM19 AFF3 AHR ANKH APP ARHGAP10 ARL3 ATP10D BLK CA2 CAPG CCR6 CD82 CDKN1A CPNE7 CSF1 CXCR6 DAPK1 DPP4 ENPP1 FSD1 FYCO1 GGT1 GPR25 GPR35 IL17RE IL23R IL4I1 JAML JMY KIT KLF4 KRT86 LDLRAD4 LST1 LZTFL1 MAEA MAGED1 MAN1A1 MATN2 MGAT5 MPZL3 MVB12B NFATC1 NR1D1 NRIP1 PERP PHACTR2 PLXND1 PRNP RARG REC8 REEP3 RGS16 ROGDI RORC RUNX2 SCART1 SLAMF1 SLC16A3 SLC4A10 SPATS2L STK24 SVIL TIAM1 TNFSF13B TOX2 TSPAN15 TTC39C-AS1 WDR86 HE_LIM_SUN_FETAL_LUNG_C4_ILCP_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C4_ILCP_CELL ABCC1 ABHD15 ADAM12 AFF3 AHI1 AHR ALDOC AP1S1 APP ARHGAP10 ARHGAP6 ARL3 ASB2 ATP1B1 ATP8B4 BCAS1 BIRC3 CA2 CAMK1 CBFA2T2 CCDC50 CCNG2 CCR6 CD81 CDK2AP1 CENPV CEP170 CFH CHKA CIDEB CLEC11A CLOCK COL4A4 COL9A2 COQ8A CST3 CTSA CTSH CXCR5 DIAPH2 DOK4 DOK7 DTD1 EHBP1L1 ELAPOR1 ELK3 ELOVL6 EPS8L2 FAM174B FASN FES FLNB FRY FSD1 FUCA2 FURIN GALE GDE1 GGT1 GNA15 GNPNAT1 GRAMD1B GRAMD2B GRN GSN HNRNPLL HOOK1 HPN HUNK HYI ICAM1 IFNGR2 IGFBP4 IGFBP7 IL17RE IL1R1 IL23R IL4I1 INPP1 IRF2BP2 ISOC1 JAG1 JAML JMY KCNQ5 KIT KLF11 KRT81 KRT86 LAPTM4B LIF LINC00299 LPCAT4 LRRFIP2 LST1 LTA LTC4S LZTFL1 MAN1A1 MAP3K7 MARCKS MATN2 MBOAT7 MDFIC MPRIP MVB12B NCOA7 NDRG1 NET1 NFATC1 NIBAN1 NINJ1 NOMO2 NR1D1 NR1D2 NR4A3 NRIP1 ORAI3 PAPSS1 PCDH9 PDZK1 PECAM1 PEG10 PHF19 PHTF1 PHYH PITPNM1 PLCG2 PLD6 PLPP1 POGLUT2 PPP1R9A PRAM1 PRNP PXMP2 RARG RASD1 REEP3 REPIN1 RGS2 RIOX2 RORC RRBP1 RUNX2 S100A13 SCN1B SCRN1 SH3TC1 SLC16A3 SLC40A1 SLC4A10 SLCO2A1 SPART SPATS2L SPECC1 SPINK2 SPRY1 SRGAP3 SSBP2 TANC1 TCEAL4 TEX30 TIAM1 TIMP1 TMED8 TNF TNFRSF18 TNFRSF4 TNFSF11 TNFSF13B TOX2 TRAPPC5 TSPAN13 TSPAN4 TSPO TTC39C-AS1 TTC7A TTN UBASH3B UNC93B1 ZMIZ1 ZMIZ2 HE_LIM_SUN_FETAL_LUNG_C4_NKT1_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C4_NKT1_CELL BLK CCR6 CXCR6 IGFBP4 IL23R PHACTR2 RORC SLC4A10 TRDV2 HE_LIM_SUN_FETAL_LUNG_C4_NKT2_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C4_NKT2_CELL COL6A2 CPNE2 CXCR3 DBN1 IFNG-AS1 IGFBP2 IGFBP4 PDCD1 SIRPG TRDV2 TRG-AS1 ZNF683 HE_LIM_SUN_FETAL_LUNG_C4_TH17_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C4_TH17_CELL ADAM19 BLK CAPG CCR6 DPP4 GPR25 IL23A IL23R IL4I1 JAML LST1 MGLL NPDC1 RARG RORC SCART1 SLAMF1 TRDV2 HE_LIM_SUN_FETAL_LUNG_C4_TREG_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C4_TREG_CELL BCL2L11 BIRC3 CCR4 CD28 CD4 CD5 CD79A CHRM3-AS2 CTLA4 CYTOR DUSP4 EPHX2 FAS FBLN7 FOXP3 GK GPA33 HNRNPLL HS3ST3B1 ICOS IKZF4 IL2RA LGALS9 NCF4 PELI1 PERP PTMS RGPD1 RGPD2 RTKN2 SESN3 SIRPG SIT1 SLAMF1 SNX9 TBC1D4 TMEM154 TNFRSF4 TRAF1 TSPAN5 HE_LIM_SUN_FETAL_LUNG_C4_T_ALPHA_BETA_ENTRY_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C4_T_ALPHA_BETA_ENTRY_CELL ADORA2A AEBP1 ANKRD36 APC ARHGEF7 ARPP21 BCL7A BCOR CBFA2T3 CCR9 CD1A CD1B CD1C CD1E CD2AP CD4 CD8B CYP2U1 DAPK1 DNASE1 EDEM1 ELOVL4 EPHB6 ETV6 FOXK2 GALNT7 GNA15 GSE1 ITPR2 KCNA3 LDLRAD4 LETM1 MAFK MAP1A MCTP1 MED13L MIR181A1HG MOB1B MSI2 MTRFR MZB1 NREP PCSK5 PELI2 PIKFYVE PITPNM2 PPP1R1C PRKCG PTCRA PTK7 PTPRM RAG1 RAG2 RANBP6 RASSF6 RORC RPTOR RRAGB SCAI SH3TC1 SLC29A1 SSBP2 TBC1D19 TBL2 THEMIS TLE3 TNFRSF21 TSHR VOPP1 ZNF518B HE_LIM_SUN_FETAL_LUNG_C5_CD5_NEG_MATURE_B_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C5_CD5_NEG_MATURE_B_CELL ACP5 AHNAK ARHGAP24 ATP2B1 BIN1 BIN2 BIRC3 BTLA CCR6 CCR7 CD1C CD44 CD82 CD83 COL19A1 CPNE5 CTSH CXCR5 DPEP2 DUSP2 EGR1 FCER2 GPR183 GPR65 HLA-DOB IL10RA IL27RA ITGB7 KLF4 LINC00926 LY6E LY9 MARCHF1 NAPSA NCR3 NR4A1 NR4A2 NR4A3 PARVB PLEK PLPP5 PNOC RBKS RIN3 SELL SLC2A3 SP140 SPOCK2 TENT5C TRAF5 TRBC2 ZNF331 HE_LIM_SUN_FETAL_LUNG_C5_CD5_POS_CCL22_NEG_MATURE_B_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C5_CD5_POS_CCL22_NEG_MATURE_B_CELL ABI3 ACP5 ADAM28 ADAM8 ADAMTS6 AHNAK APOBEC3C APOBEC3G ARHGAP24 ARHGAP9 ARL4C BCL2 BCL2A1 BIN2 BIRC3 C1orf162 CCND2 CCR6 CCR7 CD1C CD1D CD27 CD40 CD44 CD5 CD82 CDC42EP3 CEPT1 CFLAR CHI3L2 CHMP7 CLEC17A CLECL1P CMTM3 COL19A1 CR2 CREM CTSH CTSZ CXCR5 CYBB DENND1C DNPH1 DOK2 DUS2 DUSP2 EEIG1 EGR1 ENTPD1 EVI2A EVI2B FCER2 FCGBP FCRL2 FCRL3 FCRL5 GM2A GPR183 GRK3 HCST HLA-DOB IFNGR1 IGFLR1 IL10RA IL27RA IRF5 ITGAL ITGB7 KBTBD8 KCNN4 KLF4 LINC00926 LINC01480 LPAR5 LPXN LRRK2 LTA LY9 MARCHF1 MCOLN2 METTL8 MIR155HG MPEG1 MS4A6A MYO1E NAPSA NEDD9 NFKBIE NFKBIZ NR4A2 NR4A3 PARVB PCED1B PDE7A PELI1 PKIG PLEK PLK3 PLPP5 PNOC PPP1R16B PRKCD PTGER4 PTPN22 RAB11FIP1 RAB29 RAB8B RASA4 RASA4B RBKS RGCC RGS1 RGS10 RHEX RHOC RHOF RRAS2 RUNX3 S100A10 S100A4 S100A6 SCML4 SEL1L3 SELL SEMA4A SEMA7A SH2B2 SH3BP1 SH3YL1 SHISAL2A SIGLEC10 SKAP1 SNX10 SNX11 SNX9 SP140 SPOCK2 SRGN TBC1D9 TENT5C TFEB TLR10 TMC8 TMEM154 TNFRSF13B TNFRSF13C TRAC TRAF5 TRBC2 TTN TYMP U2AF1L4 UGCG VSIR WNT10A ZBP1 ZDHHC21 ZNF331 ZNF490 ZNF827 HE_LIM_SUN_FETAL_LUNG_C5_CD5_POS_CCL22_POS_MATURE_B_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C5_CD5_POS_CCL22_POS_MATURE_B_CELL ABCA6 ABCE1 ABCF3 ABHD6 ABI3 ACADS ACAT1 ACOX3 ACP5 ACY1 ADAM19 ADAM8 ADAMTS6 ADGRG5 ADISSP ADPRH ADTRP AEN AFTPH AGL AGPAT3 AKNA ALDH18A1 ALDH3A2 ALG2 ALKBH2 ALKBH6 AMPD3 ANAPC1 ANKRD26 ANXA7 AP1S3 APOBEC3C APOBEC3F APOBEC3G ARF3 ARHGAP1 ARHGAP18 ARHGAP24 ARHGAP9 ARL4C ARMCX6 ARPC4 ASCC3 ATG4C ATIC ATP1A1 ATP2A2 ATP6V1C2 BATF BCAR3 BCAT2 BCL2 BCL2A1 BCL2L11 BHLHE40 BID BIK BIN2 BLTP1 BLVRB BMP2K BOLA2 BOLA3 BOP1 BRI3BP BRIX1 BSPRY C11orf80 C12orf42 C15orf39 C17orf49 C1GALT1C1 C1orf50 C4orf48 CALU CARM1 CASP1 CASP3 CBFA2T3 CCDC141 CCDC28B CCDC47 CCDC86 CCDC88C CCL22 CCL3 CCL3L1 CCL4 CCL4L2 CCND2 CCR10 CCR7 CD1C CD1D CD27 CD44 CD5 CD58 CD68 CD82 CDC42EP3 CDIP1 CDK4 CDKN2A CEBPB CENPH CEPT1 CFAP97 CFLAR CHD3 CHID1 CHKA CHKB CHMP4A CHMP7 CINP CISD1 CISD2 CKLF CLEC17A CLECL1P CMSS1 CMTM3 CNR2 COL9A2 COMMD1 COMMD10 COMTD1 COPRS CR2 CREB3L2 CRYM CRYZ CTSC CTSH CTSZ CTU2 CUL4B CXCR5 CYBB CYTOR DALRD3 DCPS DCTD DEGS1 DENND1C DENND5B DERL1 DESI1 DHRS13 DHRS4 DIPK1A DLD DNPH1 DOHH DOK2 DPH2 DPH5 DPH6 DPP3 DSE DTNB DUS2 DUSP23 DYRK4 EBI3 EBNA1BP2 ECE1 ECHDC2 ECPAS EEF2K EEIG1 EHD1 EHD4 EIF4G1 ELF4 ELK1 ELP3 EMC1 EML2 ENOSF1 ENTPD1 ENTR1 ERCC4 ERG28 ETF1 ETFB ETV6 EVI2A EXOSC4 EXOSC7 EYA3 FADD FAM136A FAM162A FAM81A FBXO4 FBXW8 FCRL2 FCRL5 FH FKBP5 FLNA FMNL3 FUNDC1 GBA1 GBF1 GCA GCHFR GCN1 GEN1 GGA1 GGCT GLS GLT8D1 GM2A GMDS GMFB GMPPA GNG8 GNL2 GNL3 GNPDA1 GNPTAB GPATCH4 GPR65 GPX7 GRK3 GSTZ1 GTF2H5 HCST HDAC3 HDAC9 HDHD5 HEATR5B HILPDA HMBS HMOX2 HPS5 HSD17B4 HSD17B8 HSDL2 HSPBP1 HTT HUWE1 ICAM1 ICMT IFI27L2 IFI30 IFNGR1 IFNLR1 IFRD2 IGF2BP3 IGFLR1 IGHG1 IGHG2 IGHG3 IL10RA IL21R IL27RA IL2RG IL6R ILRUN IMMP2L IMPACT INPP5B INSIG1 INTS9 IRF5 ISOC2 ITGAL ITGB7 ITPK1 IVD JADE2 JAK2 JAZF1 JOSD2 KAT2A KATNA1 KBTBD8 KCNAB2 KCNN4 KDM2A KLF13 KLF4 KLHL12 KNOP1 KPTN KYNU LACTB2 LARP4B LASP1 LCK LCMT1 LGMN LILRB4 LINC00926 LINC00996 LINC01480 LINC01857 LMAN1 LONRF1 LPCAT1 LPIN1 LRRK2 LTA LTBP3 MAP3K14 MAP3K8 MAPK13 MAPKAPK2 MATK MCCC2 MCM2 MCM6 MCOLN2 MCRIP2 MDFIC MDN1 MECR MED23 METTL8 MIF4GD MIR155HG MMAB MOGS MPDU1 MPEG1 MPHOSPH6 MPI MRNIP MRPL1 MRPL11 MRPL15 MRPL17 MRPL24 MRPL27 MRPL35 MRPS12 MRPS25 MRRF MRTO4 MS4A6A MSMO1 MTAP MTERF4 MTFP1 MTHFD2 MTLN MTX1 MVP MYBBP1A MYC MYO1E MYO3A MYO5A NAB2 NAGK NAGPA NAMPT NANS NAPSA NBPF10 NCLN NCOA1 NCOA7 NCOR2 NDFIP1 NDUFAF8 NEDD9 NENF NET1 NFAT5 NFATC1 NFKB1 NFKB2 NFKBIE NFKBIZ NIBAN1 NIPSNAP1 NLE1 NME1 NOC3L NOLC1 NOP16 NOP2 NOPCHAP1 NPIPB4 NPM3 NR4A3 NRG4 NT5DC1 NTHL1 NUDT14 NUDT2 NUDT4 NUFIP1 NUP205 NUP210 NUP37 NXPE3 OGT OMA1 ORAI1 ORMDL2 OTUD5 P2RY14 PABPC4 PAGR1 PAICS PAK1IP1 PAPSS1 PARN PARVB PASK PAWR PCBD1 PCCB PCK2 PCNX1 PDCD11 PDCD4-AS1 PDCL3 PDLIM2 PDLIM7 PDPK1 PELI1 PELP1 PES1 PEX10 PFAS PFKP PHF19 PHLDB3 PHPT1 PHTF1 PIAS2 PKIG PLAGL1 PLEK PLEKHO1 PLGRKT PLK3 PMM2 PMPCA PNO1 PNOC PNPLA6 POC1B POGLUT1 POLD2 POLD3 POLR1C POLR1E POLR1F POLR3E POLR3K PPCDC PPM1M PPP1R9B PPP2R5A PRDX4 PRKAR1B PRKCD PRKD3 PTGER4 PTGES2 PTPN12 PTPN22 PTPN7 PUM3 PYCR3 QDPR QPCT QTRT1 RAB11FIP1 RAB29 RAB30 RAB8B RARA RASA4 RASA4B RASSF2 RASSF5 RBM47 RECQL5 RELB RFTN1 RGCC RGS1 RGS10 RHEX RHOC RHOF RHPN1 RILPL2 RMND1 RNASE6 RNF121 RNF126 RPA1 RPIA RPP25 RRAS2 RRBP1 RRP1 RRP15 RRP9 RSU1 RUNX3 S100A10 S100A11 S100A13 S100A4 S100A6 SAMSN1 SCO2 SCYL2 SDHAF3 SEC11C SEC24D SEH1L SEL1L3 SEMA7A SERPINB9 SESN3 SFI1 SFXN4 SGK1 SH2B2 SH3BP1 SH3YL1 SHISAL2A SIGLEC10 SIGMAR1 SKAP1 SLAMF7 SLC12A2-DT SLC1A4 SLC25A13 SLC25A19 SLC25A45 SLC29A1 SLC30A7 SLC35B2 SLC37A1 SLC5A6 SLC7A7 SLX9 SMIM27 SMIM30 SMS SNAPC2 SNRNP25 SNX10 SNX11 SNX18 SNX25 SNX8 SNX9 SPATA20 SPOPL SRD5A1 SREBF2 SRGN SRM ST14 ST3GAL2 STAMBPL1 STAP1 STAT1 STK38L SUMF2 SUPT5H SYNE2 TADA1 TANK TARBP2 TBC1D8 TBC1D9 TBC1D9B TBL2 TCIRG1 TCTN3 TENT5C TESC TESPA1 TFEB TFRC TGFB1 THEM4 TICAM1 TIMMDC1 TLR10 TMEM14A TMEM154 TMEM35B TMEM42 TNFAIP8L1 TNFRSF10A TNFRSF13B TNFRSF13C TNFRSF18 TOLLIP TOM1 TOP1MT TOR3A TP53I11 TPTEP2-CSNK1E TRAC TRADD TRAF2 TRAF3 TRAP1 TRAPPC5 TRBC1 TRMT1 TRMT61A TRUB2 TSEN15 TSR3 TTC31 TTN TUBG1 TXLNA TXLNG TYK2 TYMP TYW3 U2AF1L4 UGCG UNG UQCC2 UQCC5 UROS UTP4 VARS1 VARS2 VOPP1 WAC-AS1 WAPL WARS1 WASHC3 WDFY1 WDR4 WDR43 WDR75 WDR89 WNT10A XPNPEP3 ZBTB17 ZC3H12A ZCRB1 ZDHHC12 ZMYND11 ZNF480 ZNF490 ZNF589 ZNF593 ZNF688 ZNF7 ZNF827 ZNF880 ZNFX1 ZYX HE_LIM_SUN_FETAL_LUNG_C5_DELTA_SMALL_PRE_B_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C5_DELTA_SMALL_PRE_B_CELL ACSM3 AMN BMP3 CEBPD DEPP1 LINC00472 HE_LIM_SUN_FETAL_LUNG_C5_LARGE_PRE_B_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C5_LARGE_PRE_B_CELL AAAS AAGAB AAMDC AARS1 ABCD3 ABHD12 ABHD12B ABHD3 ACAA2 ACAD9 ACAT1 ACAT2 ACLY ACOT13 ACOT7 ACTL6A ACTN4 ACYP1 ADI1 ADISSP ADK AFG3L2 AGGF1 AGO2 AGPAT2 AGPS AHCTF1 AHCY AHCYL1 AHI1 AIF1 AIFM1 AIMP2 AK3 AK6 AKIP1 AKR7A2 ALDH18A1 ALDH7A1 ALG5 ALG8 ALYREF AMOTL1 ANAPC15 ANAPC2 ANAPC7 ANKRD26 ANKRD36 ANKRD36B ANKRD36C ANKRD54 ANLN ANP32E AP1S1 AP3B1 AP4M1 APEH APEX2 APIP APMAP APOBEC3B APOLD1 APOO ARHGAP11A ARHGEF39 ARID3A ARL1 ARL6IP1 ARL6IP6 ARMC1 ARMC6 ASF1A ASF1B ASH2L ASL ASNSD1 ASPM ASRGL1 ASXL1 ATAD2 ATAD3A ATAD5 ATG10 ATIC ATP1A1 ATP23 ATPAF1 AURKA AURKB BAHCC1 BAP1 BARD1 BAZ1B BCAT1 BCKDK BCL2L12 BCL7B BCL7C BCR BDH1 BID BIRC5 BLM BLMH BOLA2B BOLA3 BRAT1 BRCA1 BRCA2 BRCC3 BRD3 BRD7 BRD8 BRF1 BRI3BP BRIX1 BTG3 BUB1 BUB1B BUD13 BYSL C11orf98 C12orf43 C12orf75 C17orf75 C19orf48P C1orf112 C1orf35 C21orf58 C4orf46 C5orf34 C6orf136 C8orf33 C9orf40 CALU CAMK4 CAMTA1 CASP2 CASP3 CASP8AP2 CBFB CBR1 CBX1 CBX5 CC2D1A CCDC14 CCDC167 CCDC18 CCDC25 CCDC34 CCDC77 CCDC81 CCDC86 CCDC88A CCHCR1 CCNA2 CCNB1 CCNB1IP1 CCNB2 CCNE2 CCNF CCNG1 CCP110 CCZ1B CD320 CDC20 CDC23 CDC25A CDC25C CDC27 CDC45 CDC5L CDC6 CDC7 CDCA2 CDCA3 CDCA4 CDCA5 CDCA7 CDCA8 CDK1 CDK16 CDK19 CDK2 CDK2AP1 CDK4 CDK5 CDK5RAP1 CDK5RAP2 CDK9 CDKN2A CDKN2AIP CDKN2AIPNL CDKN2C CDKN3 CDT1 CEBPG CENPA CENPE CENPF CENPH CENPJ CENPK CENPL CENPM CENPN CENPO CENPP CENPQ CENPT CENPU CENPW CENPX CEP131 CEP152 CEP192 CEP295 CEP41 CEP43 CEP55 CEP70 CEP76 CEP78 CEP85 CETN3 CFAP20 CFAP36 CFAP73 CHAC2 CHAF1A CHAF1B CHAMP1 CHCHD1 CHD1L CHEK1 CHEK2 CHML CHRAC1 CHTF18 CHTF8 CHTOP CIAO3 CIP2A CISD1 CISD2 CKAP2 CKAP2L CKAP5 CKLF CKS1B CLEC11A CLIC4 CLK2 CLN6 CLPP CLSPN CMAS CMC1 CMC2 CMSS1 CNOT10 CNOT11 CNOT9 CNP CNTLN COA3 COA5 COA6 COIL COMMD2 COMMD4 COMTD1 COPG2 COPS8 COQ4 COQ9 CORO1C COX11 CPSF2 CPSF3 CPSF4 CPXM1 CRLS1 CRNDE CSE1L CSPP1 CSRP1 CSRP2 CSTF1 CSTF2 CSTF2T CTBP1 CTBP2 CTCF CTDSPL2 CTNNAL1 CTNNBIP1 CTNNBL1 CTPS1 CTSC CWC27 CYB5A CYB5B CYREN DAP DAPK3 DAZAP1 DBF4 DCAF15 DCPS DCTPP1 DCUN1D5 DDB2 DDTL DDX1 DDX11 DDX23 DDX41 DDX49 DDX52 DDX55 DENND10 DEPDC1 DEPDC1B DERA DESI2 DGCR6L DHFR DHRS4L2 DIAPH1 DIAPH3 DIS3L DKC1 DLAT DLD DLEU2 DLGAP5 DLST DMAC2 DNA2 DNAJC1 DNAJC11 DNAJC21 DNAJC9 DNM1L DNMT1 DNTTIP1 DOHH DONSON DPM1 DPM2 DPP3 DPYSL2 DRG1 DSCC1 DSN1 DTL DTYMK DVL2 DYNC2I2 DYNLL2 DYNLT2B E2F1 E2F2 E2F3 E2F4 E2F7 E2F8 EBNA1BP2 EBP ECI1 ECI2 ECT2 EDC4 EED EEF1AKMT1 EFCAB2 EFHD2 EFTUD2 EI24 EIF1AY EIF2AK1 EIF2B1 EIF2B2 EIF2B3 EIF2S1 EIF3B EIF4EBP1 EIF4EBP2 EIF4G1 ELAC2 ELP4 ELP5 ELP6 EMC6 EMC8 EMC9 ENOPH1 ENOSF1 EPB41L2 EPRS1 ERAL1 ERG28 ERI3 ERLIN1 ESCO2 ETF1 ETFB ETHE1 ETS2 EXO1 EXOSC10 EXOSC2 EXOSC3 EXOSC7 EXOSC8 EXOSC9 EZH2 F8A3 FABP5 FADS1 FADS2 FAF1 FAHD2A FAIM FAM111A FAM111B FAM120A FAM136A FAM200B FAM216A FAM72A FAM72B FAM76B FAM83D FAM98B FANCA FANCD2 FANCG FANCI FANCL FARSA FARSB FBRSL1 FBXL5 FBXO22 FBXO5 FEN1 FH FHL1 FIGNL1 FKBP3 FLOT1 FN3KRP FOXM1 FOXRED1 FUBP1 FUCA1 G2E3 G6PC3 GALK1 GAMT GAR1 GARS1 GART GBE1 GCDH GCHFR GCSAM GDE1 GEMIN2 GEN1 GET1 GET3 GET4 GFER GFUS GGCT GGH GINS1 GINS2 GINS3 GINS4 GKAP1 GLE1 GLRX2 GLRX3 GLRX5 GLYR1 GMCL1 GMNN GMPPB GMPS GNA15 GNAI1 GNB1 GNL1 GNL3 GON7 GOT1 GOT2 GPANK1 GPATCH4 GPN3 GPSM2 GSPT1 GSS GSTO1 GTF3C5 GTPBP3 GTPBP4 GTPBP6 GTSE1 GUSB H1-5 H2AC11 H2AC12 H2AC13 H2AC14 H2AC15 H2AC16 H2AC17 H2AC20 H2AC21 H2AC4 H2AC8 H2AX H2BC15 H2BC18 H2BC3 H2BC7 H2BC9 H3C10 H3C12 H3C14 H3C15 H3C2 H3C3 H3C7 H3C8 H4C11 H4C12 H4C4 H4C6 HACD3 HADH HAGH HARS1 HASPIN HAT1 HAUS1 HAUS2 HAUS4 HAUS5 HAUS6 HAUS8 HCFC1 HCFC1R1 HDGF HDGFL2 HDGFL3 HDHD2 HDHD5 HDLBP HEBP1 HEBP2 HELLS HENMT1 HERC5 HIBADH HILPDA HINT2 HIRIP3 HJURP HLTF HMGB3 HMGN5 HMGXB4 HMMR HNRNPA1L3 HPF1 HPRT1 HS2ST1 HSPBP1 HTATSF1 HTRA2 HYLS1 IARS1 ICMT ID2 IFITM1 IFRD2 IFT22 IFT25 IFT27 IGF2BP1 IGFBP7 IKZF2 IL7R ILKAP ILVBL IMMP1L IMMT IMPDH1 INCENP ING1 ING2 ING5 INIP INSR INTS13 INTS14 IPO5 IPO7 IPO9 IRAK1 ISOC1 ISOC2 ISYNA1 ITGB1BP1 ITGB3BP IVD JADE1 JMJD8 JPT1 JPT2 KATNAL1 KATNB1 KBTBD4 KDM1A KEAP1 KHSRP KIAA1143 KIF11 KIF14 KIF15 KIF18A KIF18B KIF20A KIF20B KIF22 KIF23 KIF2C KIF4A KIFC1 KLHL23 KMT5A KNL1 KNOP1 KNSTRN KNTC1 KPNA2 KPNA3 LAGE3 LAP3 LAS1L LCORL LDLRAP1 LEO1 LETM1 LIG1 LIMS1 LIN52 LIN54 LIN9 LMAN1 LMF2 LMNB1 LMNB2 LRR1 LRRC40 LRRC42 LRRC45 LRRC58 LRRC59 LRRCC1 LYAR LYRM7 MAD2L1 MAD2L2 MAGEF1 MAGOHB MALSU1 MANF MAP2K2 MAP3K20 MAP7D3 MAPKAPK3 MAPKAPK5 MASTL MAZ MCAT MCM10 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCMBP MCUR1 MDM1 MED20 MED4 MELK MESD METTL4 MFAP1 MFGE8 MFSD14B MGST2 MGST3 MICB MIS12 MIS18A MKI67 MKKS MLEC MLH1 MLLT11 MLST8 MMAB MMS22L MNAT1 MND1 MNS1 MORF4L2 MOV10 MPC1 MPHOSPH6 MPHOSPH9 MPST MRE11 MRM2 MRPL11 MRPL13 MRPL15 MRPL17 MRPL2 MRPL21 MRPL22 MRPL23 MRPL27 MRPL3 MRPL35 MRPL36 MRPL39 MRPL46 MRPL47 MRPL48 MRPL49 MRPL55 MRPL58 MRPL9 MRPS10 MRPS11 MRPS12 MRPS14 MRPS15 MRPS16 MRPS18A MRPS2 MRPS23 MRPS24 MRPS27 MRPS28 MRPS33 MRPS9 MRTO4 MSH2 MSH3 MSH6 MT2A MTA1 MTA2 MTFP1 MTFR2 MTHFD1 MTHFD2 MTIF2 MTLN MTMR2 MTRF1L MTRFR MTX1 MTX2 MUTYH MXD3 MYBL2 MYCBP MZT1 N4BP2 NAA10 NAA15 NAA20 NAA50 NABP2 NAE1 NANS NARS1 NCAPD2 NCAPD3 NCAPG NCAPG2 NCAPH NCAPH2 NCBP1 NDC1 NDC80 NDUFA8 NDUFA9 NDUFAF8 NDUFS1 NEDD1 NEIL3 NEK2 NEK4 NELFE NENF NET1 NFATC2IP NFYB NIF3L1 NINJ1 NIPSNAP1 NIPSNAP3A NME1 NME4 NMRAL1 NNT NNT-AS1 NOC4L NOL10 NOLC1 NOP16 NRM NSD2 NSL1 NSMCE2 NSMCE4A NTHL1 NTPCR NUBP2 NUCB2 NUDCD1 NUDCD2 NUDT15 NUDT2 NUDT5 NUDT7 NUF2 NUP107 NUP155 NUP210 NUP37 NUP50 NUP54 NUP58 NUP62 NUP85 NUP93 NUSAP1 NXT1 OAT ODF2 OGFOD1 OGFOD2 OIP5 ORC1 ORC3 ORC6 OTULIN OXCT1 PABPC4 PAFAH1B2 PAFAH1B3 PAICS PAK1 PAK1IP1 PANK2 PAQR4 PARP2 PARPBP PAXBP1 PAXX PBK PCGF6 PCID2 PCLAF PCNA PCNT PDCD5 PDCD7 PDCL PDE12 PDHA1 PDHX PDLIM7 PDRG1 PDS5B PDXK PDZD11 PELP1 PGAP2 PGD PGM2 PGP PGRMC1 PHF19 PHF6 PHGDH PHTF1 PIDD1 PIGX PIMREG PITHD1 PKMYT1 PLAA PLGRKT PLIN2 PLK1 PLK4 PLPBP PMPCA PMS1 PMVK PNP POC1A POLA1 POLA2 POLD1 POLD2 POLD3 POLDIP2 POLE POLE2 POLQ POLR2D POLR2F POLR2H POLR3K POMZP3 POP4 POP5 POP7 PPA1 PPA2 PPAT PPIE PPIF PPIH PPIL1 PPIL3 PPME1 PPP1R35 PPP1R7 PPP2R2D PPP2R5D PPP4R1 PPP5C PPT1 PRADC1 PRC1 PRDX4 PRIM1 PRIM2 PRKAB1 PRKDC PRMT5 PRPF19 PRPF31 PRPF4 PRPS1 PRPS2 PRPSAP1 PRR11 PRXL2A PSAT1 PSMA1 PSMB5 PSMC2 PSMC3IP PSMD1 PSMD12 PSMD14 PSMD9 PSME3 PSME3IP1 PSMG1 PSMG3 PSPC1 PSPH PSRC1 PTP4A3 PTPA PTPMT1 PTPN11 PTTG1 PXMP2 RAB27A RAB3IP RABIF RABL6 RACGAP1 RAD1 RAD18 RAD51AP1 RAD51C RAD54L RAD9A RAE1 RANGAP1 RANGRF RARS1 RAVER1 RBBP8 RBL1 RBM10 RBM15B RBM28 RBMX2 RCC1 RCC1L RCC2 RCCD1 RCN1 RCOR1 RDX REC8 RECQL RECQL4 REEP4 REV1 REXO5 RFC1 RFC2 RFC3 RFC4 RFC5 RFWD3 RHNO1 RIC8A RIF1 RMDN1 RMDN3 RMI1 RMI2 RMND5B RNASEH2A RNF168 RNF26 RNF8 RNPEP RPA1 RPA3 RPE RPIA RPL26L1 RPL39L RPP30 RPS6KB2 RRM1 RRM2 RRP1 RRP1B RSRC1 RTKN2 RTN3 RUFY1 RUNX1 RUSC1 RUVBL1 RUVBL2 RWDD4 SAAL1 SAC3D1 SAE1 SAMD1 SAMHD1 SAR1A SARNP SARS2 SART3 SASS6 SCCPDH SCLT1 SCMH1 SDF2L1 SDHAF3 SEC22B SEC22C SEH1L SEPHS1 SEPTIN11 SESTD1 SF3B3 SFMBT1 SFR1 SFXN1 SFXN4 SGO1 SGO2 SGTA SHCBP1 SHMT1 SIGMAR1 SKA1 SKA2 SKA3 SKIC8 SKP2 SLBP SLC16A1 SLC1A4 SLC1A5 SLC20A1 SLC25A11 SLC25A17 SLC25A39 SLC25A40 SLC29A1 SLC2A4RG SLC35A4 SLC39A8 SLC43A3 SLC4A1AP SLC7A5 SLF1 SLX1A SLX1B SMARCD1 SMC1A SMC2 SMC4 SMC5 SMCO4 SMIM19 SMIM24 SMPD4 SMS SMYD2 SMYD3 SNAP29 SNF8 SNHG10 SNHG19 SNRNP25 SNRNP48 SORD SPAG16 SPAG5 SPATA33 SPATS2 SPC24 SPC25 SPDL1 SPIN1 SPOUT1 SPRTN SPTSSA SRGAP2B SRGAP2C SRM SRP68 SRPK1 STAG1 STIL STMN3 SUCLA2 SUGP2 SUMO3 SUPT16H SUV39H1 SUV39H2 SUZ12 SVIP SYNE2 TACC3 TACO1 TADA2A TAF1B TAF5 TAF6 TAF9B TARDBP TARS1 TASL TBCD TBL3 TBP TCEA2 TCEAL3 TCF19 TCHP TCOF1 TDP1 TDP2 TEDC1 TEDC2 TELO2 TESMIN TEX30 TFDP1 TFPT TGS1 THAP11 THAP7 THG1L THOC6 THOP1 THUMPD3 TIMELESS TIMM10 TIMM21 TIMM22 TIMM23 TIMM29 TIMM44 TIMM50 TIPIN TK1 TLNRD1 TM7SF3 TMEM106C TMEM11 TMEM126A TMEM126B TMEM14A TMEM14C TMEM18 TMEM203 TMEM209 TMEM214 TMEM70 TMEM97 TMPO-AS1 TMX1 TOE1 TOMM40 TOMM70 TOP2A TOPBP1 TOR2A TOX TPGS2 TPP2 TPRKB TPX2 TRAF2 TRAF7 TRAIP TRAP1 TRAPPC2L TRAPPC4 TRIAP1 TRIM24 TRIM28 TRIP13 TRMU TRNAU1AP TROAP TSEN15 TSEN54 TSFM TSN TSPO TSR1 TST TTC1 TTC39C TTF1 TTF2 TTI1 TTI2 TTK TUBA1C TUBB3 TUBG1 TUBGCP3 TXNDC12 TXNRD1 TYMS UBAC1 UBALD2 UBAP2 UBAP2L UBASH3B UBE2C UBE2M UBE2S UBE2T UBL4A UBL7-DT UBN1 UBR7 UBXN2A UCHL3 UCHL5 UCK1 UCK2 UFD1 UHRF1 UMPS UNG UQCC2 UQCC3 UQCC4 UQCC5 UQCRHL URM1 USB1 USP1 USP13 USP14 USP39 USP48 USP5 UTP11 UTP18 UTP4 VDAC3 VMA21 VPS25 VPS72 VRK1 WAPL WBP11 WBP4 WDHD1 WDR5 WDR54 WDR76 WDR83 WEE1 WRAP53 WWOX XPNPEP1 XPO1 XRCC1 XRCC4 YARS1 YEATS4 YIF1B YWHAG ZAP70 ZCCHC17 ZCCHC9 ZCRB1 ZDHHC12 ZNF367 ZNF639 ZNF714 ZNF726 ZNF738 ZNF76 ZNF771 ZNF85 ZNF93 ZNG1B ZNHIT3 ZW10 ZWILCH ZWINT HE_LIM_SUN_FETAL_LUNG_C5_LATE_PRO_B_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C5_LATE_PRO_B_CELL ADA C1QTNF4 CD27 CD34 CKMT2 DNTT EGFL7 ELK3 ENG ERG FHIT GBP4 GNG11 GSN H1-0 ITGA5 LILRA2 LINC00426 LINC01013 PECAM1 PSD3 RAG1 SCHIP1 SH2D4B SLC8A1-AS1 SMIM3 SOCS2 SORBS3 TNFRSF1A TRGV9 HE_LIM_SUN_FETAL_LUNG_C5_PRO_B_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C5_PRO_B_CELL AAMDC AARS1 ABHD12 ABHD3 ABI2 ACAT2 ACYP1 ADA ADGRG1 AIF1 AKIP1 ALDH5A1 ALDH7A1 AMOTL1 ANKRD36 ANLN ANXA2R AP3M2 ARHGAP11A ARHGAP33 ARHGEF39 ARL6IP1 ARL6IP6 ARMH1 ASF1B ASPM ATAD2 ATAD5 ATG10 ATL3 AURKA AURKB BARD1 BCL2L12 BEX3 BIRC5 BRCA1 BRCA2 BRD7 BRIP1 BUB1 BUB1B C19orf48P C1QTNF4 C21orf58 C4orf46 C5orf34 C8orf88 CBX2 CBX5 CCDC167 CCDC34 CCDC81 CCDC88A CCHCR1 CCN2 CCNA2 CCNB1 CCNB2 CCNE2 CCNF CCP110 CD34 CDC20 CDC25A CDC25C CDC45 CDC6 CDCA2 CDCA3 CDCA4 CDCA5 CDCA7 CDCA8 CDK1 CDK2 CDK2AP1 CDKN2C CDKN3 CDT1 CENPA CENPE CENPF CENPH CENPK CENPL CENPM CENPN CENPO CENPQ CENPU CENPW CEP152 CEP41 CEP55 CEP57L1 CEP78 CERS2 CFAP20 CGAS CHAF1A CHAF1B CHD3 CHEK1 CHEK2 CHTF18 CIP2A CIT CKAP2 CKAP2L CKAP5 CKLF CKS1B CLEC11A CLEC14A CLSPN CMC2 CMPK2 CMTM3 CNTLN CPNE2 CPT1A CRNDE CRTAP CSE1L CSTF2T CTBP2 CTDSPL2 CTNNAL1 DCLRE1B DDB2 DDX11 DEPDC1 DEPDC1B DHFR DHRS4L2 DIAPH3 DLEU2 DLGAP5 DNA2 DNAJC21 DNAJC9 DNTT DONSON DSCC1 DSN1 DTL DTYMK DYNLT2B E2F1 E2F2 E2F7 E2F8 EBP ECT2 EGFL7 ELK3 ENG ENOSF1 EPB41L2 ERG ESCO2 ETS2 EXO1 EZH2 F13A1 FADS1 FADS2 FAF1 FAM111A FAM111B FAM241A FANCA FANCD2 FANCG FANCI FANCL FBLN1 FBXO5 FBXW7 FEN1 FGD5-AS1 FHIT FHL1 FIGNL1 FOXM1 GAB2 GAMT GBP4 GEN1 GGH GINS1 GINS2 GINS3 GINS4 GMNN GMPS GNA15 GPR176 GPSM2 GSN GTSE1 GUCY1A1 H1-5 H2AC11 H2AC12 H2AC13 H2AC14 H2AC16 H2AC17 H2AC21 H2AC4 H2AC8 H2BC11 H2BC14 H2BC15 H2BC3 H2BC7 H2BC9 H3C12 H3C14 H3C15 H3C2 H3C3 H3C7 H3C8 H4C14 H4C15 H4C2 H4C6 HACD3 HAUS4 HELLS HIRIP3 HJURP HLTF HMGB3 HMGXB4 HMMR HPRT1 HYI IFT25 IGF2BP2 IGFBP7 ILVBL INCENP ITGA5 KATNAL1 KCTD9 KIF11 KIF14 KIF15 KIF18A KIF20A KIF20B KIF22 KIF23 KIF2C KIF4A KIFC1 KMT5A KNL1 KNSTRN KNTC1 LCN6 LCORL LCP2 LIG1 LILRA2 LIMK2 LIN9 LINC00426 LINC01013 LMNB2 LRR1 LST1 MAD2L1 MAP3K20 MASTL MBOAT2 MCM10 MCM2 MCM3 MCM4 MCM6 MDK MELK MGAT4A MIS18A MKI67 MLLT11 MMS22L MND1 MNS1 MOV10 MT1X MT2A MXD3 MYBL2 N4BP2 NAE1 NCAPD2 NCAPD3 NCAPG NCAPG2 NCAPH NCAPH2 NCF2 NDC80 NEIL3 NENF NET1 NINJ1 NIPSNAP3A NPY NRIP1 NSD2 NUF2 NUSAP1 OIP5 ORC1 ORC6 PAFAH1B3 PALM PAQR4 PARP2 PARPBP PBK PCLAF PCNA PCNT PDS5B PDZD11 PGRMC1 PHF19 PHGDH PIDD1 PIMREG PKD2 PKMYT1 PLCB1 PLEKHA5 PLK1 PLK4 PLSCR1 POC1A POLA1 POLD1 POLD3 PRC1 PRIM1 PRIM2 PRKCI PRPSAP1 PRR11 PRXL2A PSMC3IP PSMG1 PSRC1 PTTG1 PXDN PXMP2 RAB13 RAB34 RACGAP1 RAD1 RAD51AP1 RAD54L RASD1 RBBP8 RBL1 RCCD1 RDX RECK RETREG1 REXO5 RFC2 RFC3 RFC4 RFWD3 RHNO1 RIF1 RMI1 RMI2 RNASEH2A RNF168 RRM1 RRM2 S100A1 S100A13 SAC3D1 SAMD1 SCCPDH SCMH1 SCML2 SEPHS1 SERINC5 SGO1 SGO2 SHCBP1 SHMT1 SKA1 SKA2 SKA3 SLC20A1 SLC27A3 SLC2A5 SLC43A3 SLC44A1 SLC8A1-AS1 SLFN13 SMARCD2 SMC2 SMCO4 SMIM3 SMS SNCA SOCS2 SORBS3 SP1 SPAG5 SPATA33 SPC24 SPC25 SPDL1 SRGAP2C STK3 STMN3 SVIP SYNE2 SYNGR1 TACC3 TAF5 TAF9B TCAF1 TCEAL9 TCF19 TCF7L2 TEDC1 TFDP1 TIMELESS TK1 TMEM106C TMEM97 TMPO-AS1 TNFRSF1A TOP2A TOPBP1 TPGS2 TPX2 TRAIP TRIM24 TRIP13 TROAP TTF2 TTK TUBG1 TUBGCP3 TYMS UBE2C UBE2S UBE2T UBR7 UCK2 UHRF1 UNG VAMP5 VRK1 WDHD1 WDR76 WEE1 WWOX YEATS4 ZGRF1 ZMIZ1 ZNF367 ZNF771 ZWINT HE_LIM_SUN_FETAL_LUNG_C6_DEUTEROSOMAL_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C6_DEUTEROSOMAL_CELL ABLIM2 ACBD7 ACOT7 ANKS1B ANLN ASAP2 ASF1B ASPM ATP6V0A2 AURKA BARD1 BCL2L12 BHLHE40 BIRC5 BMAL2 BRCA2 BUB1 C19orf48P CADM1 CCDC14 CCDC15 CCDC158 CCDC171 CCDC178 CCDC18 CCDC188 CCDC88A CCNB1 CCNB2 CCT6B CD19 CDC20 CDC20B CDCA4 CDCA7L CDCA8 CDH23 CDK1 CDKN2D CDT1 CENPF CENPJ CENPK CENPU CENPW CEP152 CEP295 CEP57L1 CEP85 CHAF1A CHAF1B CHTF18 CKAP2L CKS2 CLDN10 CLDN12 CNTROB COCH CTNNBIP1 CYTH3 DBF4 DBNDD1 DENND6A DEPDC1 DHFR DLGAP5 DNAH14 DNAH17 E2F7 ECT2 EID3 EME1 ENC1 ENTPD3 ERCC6L EZH2 FADD FAM216A FAM3B FANCI FANCM FBN3 FBXO43 FOXM1 FOXN4 GGTLC2 GLRX GPR83 GPSM2 GSKIP H2AC11 H2AC17 H2AC8 H2BC11 H2BC15 H2BC8 H3C10 H3C6 H4C2 H4C8 HDGFL3 HELLS HES6 HMGB3 HYLS1 ICAM3 INSIG1 IQCC KIF14 KIF15 KIF18A KIF20A KIF20B KIF23 KNL1 KNSTRN KPNA2 KRT81 LACTB2 LIN9 LINC01392 LRR1 MAD2L1 MAP7D3 MARCKSL1 MATN2 MCIDAS MED21 MELK MEST MIF4GD MIIP MIS18A MIS18BP1 MMP23B MT1G MTFP1 MUC12 MYCL MYO3A NCAPH NEK2 NEU3 NUDT15 NUDT6 NUF2 NUP93 OAT OIP5 ORC6 PAQR4 PCCB PGP PHF7 PLAAT1 PLK1 PLK4 POC1A POGLUT3 POLH PPP1R14B PPP1R1B PRC1 PREX1 PTN PTTG1 PYGL RACGAP1 RAD51AP1 RAD54L RANGAP1 RASSF1 RCC2 REXO5 RFC4 RFWD3 RMI1 RNASEH2A RPL39L RTTN SASS6 SGO1 SGO2 SKA3 SLC12A2 SLC31A2 SLC43A3 SMC2 SPAG5 SPATS2 SPIN4 STIL SULF2 SYT5 TACC3 TBC1D31 TEDC1 TEDC2 TM7SF3 TMEM108 TOP2A TPX2 TRMT12 TRNT1 TROAP TSPAN2 TTK TUBG1 TYMS UBE2C UBE2S UBE2T USP31 WDR62 YBX2 YPEL1 ZDBF2 ZNF469 ZNF736 ZNF788P ZWINT HE_LIM_SUN_FETAL_LUNG_C6_MUC16_POS_CILIATED_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C6_MUC16_POS_CILIATED_CELL ANKUB1 APOD AQP5-AS1 C14orf132 CAPN9 CCDC190 CCN2 CD82 CES4A COL28A1 CORO2B CP CXCL17 CYP2W1 DIAPH2 DPYSL3 EPPIN FGF14 FYB2 GBP6 HBB ITGA2 ITGB4 KIAA0513 KLHL5 KLHL6 KRT7 LARP6 LGR4 LINC01550 LINC01558 MAOB MB MT3 MUC16 MUC20 MUC4 PALLD PAX9 PITX1 PLAAT2 PLAAT3 PLEKHS1 POU2AF1 PRR15 PZP SCPEP1 SEC14L3 SEPTIN11 SLC23A1 SLC2A10 SLIT1 SMAD3 TNFRSF21 TNNT3 TOX3 TRPV4 TXLNB UACA VCAN WDR24 WFDC6 HE_LIM_SUN_FETAL_LUNG_C7_COL20A1_POS_SCHWANN_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C7_COL20A1_POS_SCHWANN_CELL ACTC1 ADAMTSL1 AFAP1L1 ALDH1A1 ALDH1A3 ANGPT1 ANXA1 ARHGAP31 BGN CASP4 CD44 CHST9 COL20A1 COL28A1 COL6A3 CTNNA3 CYP4V2 CYTL1 DGKB DOCK8 DPY19L3 DYNLT2B EGLN2 ELN ENG FBN1 FRAS1 FST GABRA2 GPR17 GRID2 GRIP2 HMCN1 HSPB2 IFI16 IGFBP7 IL11RA IL17RC IL1RAP ITGA1 ITGA2 ITM2A KLF4 LMO3 LYPD6 MAL2 MGAT4C MYO1C NFIX NMI NTM P3H2 PDGFA PDLIM1 PLA2G4A PLAC9 PLSCR3 PSMB8 RPS4Y1 S100A4 SFXN3 SHROOM4 SMIM5 SP100 SRPX TFAP2C TGFBI TMEM176A TMEM176B TMEM35B USP53 UTP15 HE_LIM_SUN_FETAL_LUNG_C7_FGFBP2_POS_NEURAL_PROGENITOR_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C7_FGFBP2_POS_NEURAL_PROGENITOR_CELL ADM ANKHD1 AQP1 ARHGAP18 ARHGAP31 BCL11A BLOC1S5 CCSER1 DDC DGKB DNASE2 DOK4 EGLN2 EGLN3 EPAS1 ERV3-1 FGFBP2 FRMD5 FRZB GRIP2 KCNIP4 LAMA5 LINC02268 MAP3K5 METTL7A MFAP4 NDUFA4L2 NFIX NKD1 NPB PKP2 PLA2G6 PLAGL2 PLCD4 PRR34-AS1 PSMB8 RAPSN RIMS3 RNASE1 SCGB3A2 SELENOP SYN2 SYNM TAPT1 TMEM100 UNC5B VEGFA VIP VWDE WDR27 WFIKKN2 ZNF599 HE_LIM_SUN_FETAL_LUNG_C7_KCNIP4_POS_NEURON_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C7_KCNIP4_POS_NEURON_CELL ACTL6B ADM AK1 ARFGEF3 ARHGDIG ARPP21 ASPHD1 ATP2B4 ATP6V1G2 C1orf216 CAMK1D CASC15 CDH8 CHODL CHRFAM7A CHRM2 CHRM3 CNGB1 CNTN5 CNTNAP2 CPNE8 DIPK1A DLX3 DMTN DNER DPF3 DRAXIN DUSP23 ERVK3-1 F12 FAIM2 FBP1 FBXL2 GABRG2 GCHFR GNAO1 GPR27 GRK3 GUCY1A1 HDAC9 HEATR5A HMX2 HTR3A IFI16 ISOC1 KCNIP4 KCNQ5 KCNS3 KIF26B KIF5A LDB2 LGALS3BP LIN7B LINC00623 LINC01089 LINC01315 LIX1 MANSC1 MAP7 MTUS1 MYT1L NEGR1 NFIC NLGN4Y NOL3 NPB NPY2R NWD2 PALMD PCBP3 PCDH10 PCLO PCP4 PDE2A PIANP PIRT PKIA PLP2 PLPPR2 PLXNA2 PROM1 PTPRN PTPRR RAPGEF4 RGS11 RIIAD1 RNASE1 ROBO1 RUNDC3B SATB2 SGIP1 SLC10A4 SLC17A5 SMAD9 SNAP91 ST6GAL2 SYT17 SYT4 SYT5 TAPT1 TCEAL2 TCF7L2 TLE2 TMEM255A TNFRSF21 TRIM67 TSPAN7 TTC9B UNC5C VIP WFIKKN2 YPEL4 ZNF804A HE_LIM_SUN_FETAL_LUNG_C7_LATE_SCHWANN_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C7_LATE_SCHWANN_CELL AATK AHNAK ALDH1A1 AQP1 ART3 ASPA BGN BHLHE40 BMF CCL2 CD44 CDC42EP5 COL15A1 COL16A1 COL28A1 COL4A1 COL5A3 CYBRD1 DEPDC7 DNASE2 DOCK5 EEIG1 EGFL8 EMP3 ENTPD2 FADS3 FBLN2 FBLN5 FGL2 FIBIN FRMD3 FST FSTL3 GFRA3 GJC3 GPNMB GPR17 HSPG2 HTRA1 IFITM2 IGFBP7 IL11RA IQGAP2 ITGA1 LAMB1 LAMP5 LGALS3 LIMCH1 LINC02256 MAL MAL2 MARCHF3 MATN2 MIA MYL9 NAALADL2 NFIX NIBAN1 NTM OLFML2A PDGFC PLEKHA4 PLSCR4 PON2 PRSS23 PTX3 RAB20 RASGEF1C RBM43 RGS10 RNASE1 RNASE4 RPS4Y1 RXRG S100A11 SAMHD1 SCN7A SEMA3G SFTPC SH3D19 SHFL SLC16A4 SMIM5 SOCS3 SORBS1 ST6GALNAC2 TGFBR3 TMEM176A TMEM176B TMEM71 TPBG TRPM3 TSPAN11 USP53 VAMP5 WIPF1 XKR4 HE_LIM_SUN_FETAL_LUNG_C7_MFNG_POS_DBH_POS_NEURON_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C7_MFNG_POS_DBH_POS_NEURON_CELL ASS1 BAALC DBH DDC ENO3 ETV1 FNDC5 IGFBPL1 IL17B MFNG NFASC PIPOX PTPRK SEZ6 SRRM4 THBS4 VWDE HE_LIM_SUN_FETAL_LUNG_C7_MID_SCHWANN_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C7_MID_SCHWANN_CELL AATK ABCA8 ADAM9 ADAMTS5 ADAMTS9 AHNAK ALCAM ALOX15 ANGPTL4 ANGPTL7 ANK3 ANKRD28 ANXA1 ANXA3 APOA1 AQP1 ARHGAP15 ARHGEF26 ART3 ASPA ATG16L2 ATP1A2 AXL BACE2 BCAN BHLHE40 BMP1 C10orf82 CAHM CASKIN2 CAVIN1 CAVIN3 CCL2 CD59 CD82 CDC42EP5 CDH1 CDK18 CLDN19 CLMN CLSTN2 COBL COL14A1 COL15A1 COL16A1 COL19A1 COL27A1 COL28A1 COL3A1 COL4A1 COL4A5 COL5A1 COL5A3 CRYL1 CTXND1 CXCL16 DAG1 DCN DEPTOR DHH DHRS3 EEIG1 EGFL8 EGR3 ELOVL1 EMP3 ENDOD1 ENPP2 ENTPD2 EPHA5 ERBB2 ESPN FAM114A1 FBLN2 FBLN5 FCGRT FGL2 FN1 FNDC3B FRMD4B FSTL3 FSTL5 GAL3ST1 GAS2L3 GASK1B GATM GFRA3 GJC3 GLRB GNG11 GNG12 GPR137B GPR155 HBA1 HBA2 HBEGF HEY1 HLA-B HPDL HSPA12A HSPG2 IFI6 IFIT2 IFIT3 IFITM2 IGSF11 IL34 IQGAP2 ITGA2 ITGB4 ITGB8 ITIH5 ITM2A ITPR3 JAG1 KANK4 KCTD11 KDELR3 KIRREL2 KLK6 L1TD1 LAMA2 LAMB1 LAMB2 LAMP5 LATS2 LETR1 LGALS3 LIMCH1 LINC02256 LIPA LIPT1 LOXL2 LPAR1 LPCAT2 LPL LRIG1 LRP10 LRRC4 LRRTM1 LTBP3 MAF MAG MAL MAOB MATN2 MBP MIA MICALL2 MT1X MYL9 MYO1C NEK6 NFKB2 NIBAN1 NID2 NR2F1 NR2F1-AS1 NR2F2-AS1 NRBP2 NRXN3 NTRK2 NTRK3 NXPE3 OLFML2A OLFML2B P4HA2 PCDH7 PDGFC PDIA5 PDK4 PDPN PHLDA3 PLAAT3 PLEC PLEKHA4 PLEKHG3 PLLP PLP2 PLSCR4 PLXDC2 PLXNB3 PMP2 PON2 PPARA PPP1R1C PPT2-EGFL8 PRIMA1 PRKCD PRRT1 PRSS23 PTPRE RAB20 RAB31 RASL12 RASSF4 RDH10 RELN RGCC RGS10 RHBDF1 RHOJ RPS4Y1 RXRG S1PR3 SAMHD1 SBSPON SCN7A SELENOM SEMA3B SEMA3G SEMA7A SH3BP5 SH3D19 SH3GL3 SH3PXD2B SIPA1L2 SLC1A4 SLIT2 SLITRK2 SLITRK5 SMIM5 SMTN SORBS1 SORBS2 SOSTDC1 SPHK1 SPON2 SPP1 SRGAP2B SRGAP2C SSPN ST6GALNAC2 STARD9 SYNGR2 TAFA5 TCIM TENT5A TFPI2 TGFBR3 THBS1 TINAGL1 TLL2 TMC6 TMEM176A TMEM176B TMEM35B TMPRSS5 TNC TNFAIP6 TNFRSF12A TNS1 TNS3 TPBG TRPM3 TSPAN11 TSPAN15 TTYH2 UGT8 UTRN VGLL3 VLDLR VWA1 WIPI1 WWP1 XKR4 ZBTB7A ZCCHC24 HE_LIM_SUN_FETAL_LUNG_C7_PCP4_POS_NEURON_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C7_PCP4_POS_NEURON_CELL ACHE AKR1C2 ARHGEF28 ATP6V1G2 B3GNT4 CELF5 CHRM3 CNKSR2 CPLX2 DHCR24 DLGAP1 ELAVL2 ELMO1 ENTPD3 FAIM2 FRY GATA3 GNAO1 GRIA3 HMGCLL1 HOXD1 HRH1 ISL1 KLHL5 LY6H NSG2 NTNG1 PCP4 PENK PLCB2 PLPP4 PNCK PRSS3 PRUNE2 RBFOX1 RGS4 RUNDC3B SCN2A SCN3B SEPTIN3 SH3GL2 SLC18A2 SLC6A2 SLC8A1 SNCG SPOCK3 SST SULT4A1 SV2C SYBU SYT4 TMEM130 TMOD1 TRPV2 HE_LIM_SUN_FETAL_LUNG_C7_PROLIFERATING_SCHWANN_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C7_PROLIFERATING_SCHWANN_CELL A1BG AARSD1 AASS AATK ABCA1 ABCA8 ABHD11 ABHD3 ABLIM3 ABTB2 ACAD9 ACADS ACBD4 ACER3 ACY1 ADAL ADAM15 ADAM9 ADAMTS16 ADAMTS8 ADCY6 ADIRF AFMID AGA AGPAT2 AK5 AKAP11 ALAD ALCAM ALDH16A1 ALG6 ALG9 ALOX15 ALPL ANGPTL2 ANGPTL4 ANKH ANKRD28 ANLN ANXA1 ANXA11 ANXA3 AP3M2 APBA3 APOA1 APOBEC3B APOL2 APOLD1 AQP1 ARAF ARHGAP11A ARHGAP15 ARHGAP18 ARHGAP19 ARHGAP26 ARHGAP32 ARHGAP4 ARHGAP42 ARHGEF10 ARHGEF39 ARHGEF6 ARL2 ARPC1A ARPIN ARSI ARSJ ART3 ASF1B ASPM ASXL2 ATAD2 ATF5 ATL3 ATP1A2 ATP2A1-AS1 ATP8B3 AUNIP AURKA AURKB AVPI1 AZGP1 B3GAT1 B4GALNT1 B4GALNT3 BACE2 BAIAP2-DT BBS1 BCL2L12 BDNF-AS BGN BIRC5 BIVM BLM BLVRB BMP1 BMP2K BMP8B BOLA1 BORA BRCA1 BRCA2 BRI3BP BRME1 BROX BSPRY BUB1 BUB1B C10orf82 C11orf54 C14orf28 C14orf93 C16orf82 C17orf97 C1QTNF5 C1R C1orf112 C1orf54 C1orf56 C21orf58 C2orf76 C2orf88 C4orf33 C5orf34 C6orf62 C8orf88 C9orf40 C9orf64 CA2 CAB39L CAHM CAMK1 CAPN5 CASKIN2 CASP4 CASP7 CAVIN1 CBR3 CCDC102B CCDC15 CCDC152 CCDC18 CCDC34 CCDC77 CCDC9B CCN3 CCNA2 CCNB1 CCNB2 CCNE1 CCNE2 CCNF CCNT2-AS1 CD58 CD82 CD83 CDC14A CDC20 CDC25C CDC45 CDC6 CDC7 CDCA2 CDCA3 CDCA4 CDCA5 CDCA7 CDCA8 CDH7 CDK1 CDK18 CDKN2C CDKN3 CDT1 CENPA CENPE CENPH CENPJ CENPK CENPL CENPM CENPN CENPO CENPP CENPQ CENPU CEP112 CEP19 CEP192 CEP55 CEP85 CERCAM CFAP91 CFI CHAF1B CHAMP1 CHEK1 CHEK2 CHTF18 CIB1 CIDEB CKAP2L CKLF CLDN1 CLDN19 CLGN CLMN CLN3 CLN8 CLSPN CLSTN2 CLUAP1 CLYBL CNBD2 CNMD CNN1 CNTN6 COBL COL11A2 COL14A1 COL15A1 COL16A1 COL19A1 COL22A1 COL28A1 COL4A1 COL4A5 COL5A1 COL5A3 COL9A1 COMMD8 COPZ2 CPT2 CPTP CRNDE CRTAC1 CRYBG3 CSGALNACT1 CSTF2 CTDSPL CTNNA3 CTNS CTSO CTSV CTXND1 CXCL16 CYB5RL CYP27A1 CYP7B1 DAG1 DCLRE1A DCLRE1B DCN DDX11 DENND11 DEPDC1 DEPDC7 DEPTOR DHFR DHH DHODH DHRS13 DHRS3 DHRS4-AS1 DHRS4L2 DHX34 DIAPH3 DLG1 DLGAP1-AS1 DLGAP5 DNAAF9 DNASE2 DOCK5 DOK1 DOLK DPY19L3 DSCC1 DSN1 DTL DTX2 DUS1L DUSP14 E2F2 E2F7 E2F8 ECT2 EED EEF1AKMT2 EEFSEC EEIG1 EFL1 EFNA4 EFNB1 EGFL8 EGLN2 EHD2 EIF1AY ELAC1 ELK4 ELP4 EME1 EMP3 ENG ENPP2 ENSG00000233223 EPB41L4A-DT EPHA4 ERAP1 ERBB2 ERI1 ERI2 ERLIN1 ERVK3-1 ESCO2 ESPL1 ESPN EVA1A EXO1 F8A2 FAHD2A FAM111A FAM111B FAM114A1 FAM156A FAM72A FAM72C FAM76A FAM83D FAM98C FANCB FANCG FBLN5 FBXO4 FBXO5 FDXR FEN1 FGF14-AS2 FGF2 FGF7 FGF9 FGL2 FHDC1 FILIP1 FKBP5 FKTN FLT3LG FN1 FNTB FOXM1 FOXRED2 FRMD3 FRMD4B FRMD6 FRZB FST FUT10 FUT8 FUZ FXYD3 FZD7 FZR1 GABRA2 GAL3ST1 GALK1 GALM GALNS GALNT11 GALNT18 GALNT7 GAS2L1 GAS2L3 GASK1B GBA1 GBP1 GCNT1 GDPD5 GEN1 GFPT2 GFRA3 GINS1 GINS2 GINS3 GLI4 GLIPR2 GLRB GMPPB GNG11 GNG12 GPC3 GPER1 GPX8 GTF2A1 GTF2H4 GTSE1 H2AC16 H2AC17 HAUS2 HAUS8 HBA1 HBA2 HBEGF HBQ1 HEPH HES4 HEXA HEY1 HEY2 HIGD1A HIRIP3 HJURP HLA-B HMMR HPS5 HSPA12A HSPA2 HSPB6 HSPG2 HTATIP2 HTRA1 HUNK ICMT IDE IER3IP1 IFI27L1 IFI35 IFI44 IFI6 IFIT1 IFIT2 IFIT3 IFT80 IGFBP6 IGFBP7 IGSF11 IL17RE INCENP INTU IPP IQCJ-SCHIP1 IQGAP2 IQGAP3 IRAK4 IRF3 ISY1 ITGB3 ITGB4 ITGB8 ITIH5 ITPR3 JADE1 JAG1 JAK2 JAM2 JDP2 KANK2 KANK4 KAT2A KBTBD3 KCNE4 KCNMB4 KDELR3 KDM5D KHNYN KIAA1755 KIF11 KIF14 KIF15 KIF18A KIF18B KIF1C KIF20A KIF20B KIF23 KIF2C KIF4A KIFC1 KIRREL2 KIRREL3 KITLG KMT2E-AS1 KNL1 KNSTRN KYAT3 L1TD1 L3HYPDH LACTB2 LAMA2 LAMP5 LDLRAP1 LETR1 LGALS3 LGALS3BP LHFPL2 LIG1 LIMCH1 LIMS2 LIN54 LIN9 LINC00342 LINC02256 LINC03072 LMCD1 LMCD1-AS1 LMF1 LMO7 LOXL2 LPAR1 LPIN2 LPL LPP-AS2 LRIF1 LRIG1 LRMDA LRP10 LRR1 LRRC3 LRRC4 LRRC8C LRRCC1 LRRTM1 LST1 LTBP4 LYPD1 LYRM7 MAD2L1 MAF MAL MAL2 MAMDC2 MAMSTR MAOA MAOB MAP6D1 MAP7D3 MARCHF3 MASTL MATN2 MBD2 MBD4 MBP MCM2 MCM6 MDM1 MDP1 ME3 MEGF10 MEGF8 MELK MELTF MELTF-AS1 METTL27 METTL4 MFGE8 MFSD5 MGST2 MIA MIF4GD MIGA2 MIPEP MIR99AHG MITF MKI67 MND1 MNS1 MOV10 MPP1 MRPL53 MRPS17 MSH5 MT1E MT1F MT1X MTARC2 MTHFSD MVK MX1 MXD3 MYBL2 MYL9 MYLK-AS1 MYO15B MYO3A MYOZ1 N6AMT1 NAB2 NAGA NAGLU NAPEPLD NAV2 NAV3 NBPF26 NCAPD2 NCAPG NCAPG2 NCAPH NCAPH2 NDC80 NDE1 NDST1 NDUFA9 NEBL NEIL3 NEK6 NEMP1 NEMP2 NEURL1B NFATC2IP NFATC4 NFIA-AS2 NFKB1 NFKB2 NIBAN1 NID2 NKILA NMI NMT1 NMU NNT-AS1 NOTCH2NLA NPAT NPB NPIPA1 NPLOC4 NPW NQO2 NR1H2 NR2C2AP NR2F1 NR2F1-AS1 NR2F2-AS1 NRAV NRF1 NRXN3 NSF NSUN7 NTM NTRK2 NTRK3 NUF2 NUP85 NUSAP1 NXPE3 NXT2 OGFOD2 OIP5 OLFML2A OLFML2B OPHN1 ORC1 ORC6 OSGEPL1 OSMR P2RX6 P3H2 P4HA2 PACS1 PACSIN3 PARD3B PARP16 PARPBP PASK PBK PC PCBD2 PCDH7 PCLAF PCNX3 PCTP PCYT1A PDGFC PDK4 PEAK1 PHF19 PHOSPHO2 PI4K2B PI4KB PIEZO1 PIEZO2 PIGB PIGG PIGK PIGO PIK3CA PILRB PIMREG PKMYT1 PLAAT3 PLAUR PLCXD1 PLEKHA4 PLEKHB1 PLK1 PLK4 PLP2 PLSCR4 PLTP PLXDC2 PMP2 PNPO POC1A POC1B POGLUT3 POLD1 POLD3 POLH POLQ POLR3F PON2 PPARA PPIC PPM1M PPP1R1C PPP1R3E PPP2R3B PPT2 PPT2-EGFL8 PRADC1 PRC1 PRDM16 PRELID2 PREX1 PRIMA1 PRKD3 PROS1 PRPS2 PRR11 PRRG4 PRRT1 PRSS12 PRSS23 PRXL2C PSMA2 PSMB8 PSMB9 PSMC3IP PSRC1 PTPRD PTPRE QSOX1 RAB20 RAB31 RAB35-AS1 RAB38 RACGAP1 RAD51AP1 RAD51B RAD54B RAD54L RARRES1 RASIP1 RASL12 RASSF7 RAVER1 RBAK RBBP8 RBM15 RCC1 RCN3 RDH10 RDM1 RECQL REEP4 RELN RELT REM1 RETSAT REXO5 RFC3 RFLNA RFLNB RGCC RGMA RGS10 RGS9 RHBDF1 RHOJ RIBC2 RNASE1 RNASE4 RNF135 RNF180 RNF26 RNFT1 RNFT2 ROBO3 ROCK2 RP2 RPS21-DT RPS4Y1 RRAS RRM2 RTKN2 RXRG S100A4 S1PR3 SAMHD1 SAPCD2 SBSPON SCAMP1-AS1 SCLT1 SCML1 SCN7A SCPEP1 SCUBE2 SDC4 SEC14L5 SEMA3G SEPHS1 SERINC5 SERPINA5 SFI1 SFR1 SFTA3 SFXN2 SGCE SGO1 SGO2 SH2D4A SH3BP5 SH3D19 SH3KBP1 SHCBP1 SHMT1 SHQ1 SIPA1L2 SIX5 SKA1 SKA3 SKIC2 SLC10A7 SLC1A4 SLC1A5 SLC25A10 SLC25A21-AS1 SLC25A40 SLC30A6 SLC35A2 SLC39A3 SLC39A9 SLC45A3 SLC4A2 SLC9A8 SLF1 SLIT2 SLITRK5 SMAD3 SMCO4 SMIM10 SMIM11 SMIM30 SMIM5 SMYD4 SNAPC5 SNUPN SNX24 SORBS1 SORBS2 SORCS2 SOSTDC1 SOX13 SOX3 SOX8 SP100 SP110 SPA17 SPATA6 SPC24 SPC25 SPHK1 SPIN4 SPON2 SPOUT1 SPP1 SRCIN1 SREBF1 SRGAP2B SRGAP2C SRPX SSC5D SSPN ST6GALNAC2 STIL STOX1 STRADA STRN SULF2 SUV39H2 SV2B SWSAP1 SYNM SYNPO SYS1 SYT10 TACC3 TAF1B TAF5 TAFA5 TAFAZZIN TAP1 TAPBP TBC1D31 TBC1D4 TBL2 TCF19 TCIM TCTN1 TEDC2 TEX261 TEX30 TFPI2 TGFBR3 THAP9-AS1 THBS1 THBS3 TIFA TIMELESS TINAGL1 TK1 TLCD4 TLL2 TMC6 TMEM107 TMEM132B TMEM135 TMEM170A TMEM176B TMEM19 TMEM191C TMEM200B TMEM214 TMEM245 TMEM35B TMEM38A TMEM38B TMEM45A TMEM62 TMEM8B TMPO-AS1 TNC TNFAIP1 TNFRSF12A TNS1 TOM1L1 TONSL TOP2A TOR3A TPP1 TPPP3 TPX2 TRADD TRAIP TRAPPC13 TRIM35 TRIM38 TRIM41 TRIM47 TRIM52 TRIM59 TRIM68 TRIOBP TRIP13 TROAP TSPAN11 TSPAN15 TSPAN18 TSPAN9 TTK TUBB6 TUBGCP3 TUBGCP5 TULP3 TXNDC11 TXNDC5 TYK2 TYRO3 UBE2C UBE2D4 UGDH-AS1 UGGT1 UGT8 UHRF1 URB1-AS1 URGCP USP37 USP40 USP6NL UTP14C UTRN VAMP5 VANGL1 VEGFB VGLL3 VPS13D VPS18 VPS33A VSTM4 VWA1 WBP1L WDFY1 WDHD1 WDR5B WDR62 WDR76 WIPF1 WWC1 WWOX WWP1 XKR4 XKR5 XRCC3 XYLB ZBTB12 ZBTB14 ZBTB40 ZBTB44 ZBTB5 ZBTB7A ZBTB9 ZC3H10 ZCCHC4 ZDHHC5 ZDHHC6 ZFP1 ZFY ZGRF1 ZMYM1 ZNF233 ZNF239 ZNF267 ZNF311 ZNF317 ZNF343 ZNF367 ZNF410 ZNF416 ZNF441 ZNF488 ZNF551 ZNF578 ZNF584 ZNF595 ZNF596 ZNF610 ZNF624 ZNF675 ZNF681 ZNF697 ZNF718 ZNF788P ZNF853 ZNF865 ZNF90 ZNF99 ZWILCH ZWINT HE_LIM_SUN_FETAL_LUNG_C7_SCHWANN_PRECURSOR_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C7_SCHWANN_PRECURSOR_CELL ADAM12 ADGRG6 ANLN ANP32E ARAP2 ASF1B ASPM ATAD2 ATAD5 AURKB BAG3 BARD1 BCAR3 BCAT1 BCL2L12 BIRC5 BUB1 C1orf109 CALCB CCDC117 CCDC18 CCDC34 CCN2 CCNA2 CCNB1 CCNB2 CDC20 CDC6 CDCA2 CDCA3 CDCA4 CDCA5 CDCA7 CDCA7L CDCA8 CDK1 CDK2 CDKN3 CDT1 CENPA CENPE CENPF CENPH CENPK CENPM CENPN CENPO CENPU CENPW CHAF1A CHEK1 CIP2A CKAP2 CKAP2L CLSPN CMTM7 CRB1 CRYM CTH DBF4 DEPDC1 DEPDC1B DHFR DIAPH1 DIAPH3 DLGAP5 DNAAF5 DNAJA4 DNAJB4 E2F1 ECT2 EFCAB11 ELK3 EMILIN1 ENC1 ERBB4 EYA1 EZH2 FAM83D FANCI FBXO5 FEN1 FILIP1L FLRT1 FOXM1 FOXP2 FZD1 GGA2 GGCT GINS2 GJC1 GLI3 GMNN GTSE1 H1-1 H1-5 H2AC11 H2AC13 H2AC14 H2AC20 H2BC9 H3C2 HELLS HEYL HJURP HOOK1 HSPA6 IER5 IMPA2 INCENP INSC ITGA4 ITGB3BP KCNK2 KDR KIF11 KIF15 KIF16B KIF20A KIF20B KIF23 KIF2C KIF4A KIFC1 KNL1 LHFPL2 LINC01198 LRP5 LRR1 LYAR MAD2L1 MAFF MCM2 MCM3 MCM4 MCM6 MDFIC MELK MGST1 MIS18A MIS18BP1 MKI67 MND1 MNS1 MTAP MTERF3 MXD3 MYBL2 MYO10 NCAPD2 NCAPG NCAPH NDC80 NDE1 NET1 NOTCH1 NOX4 NPR3 NUF2 NUSAP1 OAF ORC6 PARPBP PBK PCNA PCSK5 PHF19 PHLDB2 PIMREG PKMYT1 PLK1 POC1A POLA2 POSTN PPIF PRIM2 PRSS56 PSRC1 PTTG1 RACGAP1 RAD51AP1 RBM38 REEP4 RFC4 RLBP1 RMI2 RNASEH2A RNF157 RRS1 RTKN2 RUBCNL SCRG1 SFRP2 SGO1 SGO2 SLC15A3 SLC16A1 SLC1A5 SMC2 SNTB1 SPAG5 SPC24 SPC25 STXBP6 SUV39H2 SVIP TAC1 TACC3 TCF7L1 TFAP2B TGFB2 TIMELESS TK1 TMEM51 TNFRSF19 TOP2A TP53 TPD52L1 TPX2 TRIM9 TRIP13 TROAP TYMS UBE2C UBE2T UHRF1 VRK1 WDHD1 WEE1 YAP1 YBX3 ZWINT HE_LIM_SUN_FETAL_LUNG_C7_SST_POS_NEURON_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C7_SST_POS_NEURON_CELL ABCA3 ABCB1 ABCC8 ABCG1 ACBD5 ACHE ACSS2 ACTL6B ADAM22 AKAP1 AKR1C1 AKR1C2 ALCAM AMPH ANK3 ANKS1A APBB3 ARFGEF3 ARG2 ARHGDIG ARHGEF28 ARL4C ASGR1 ASIC1 ASTN1 ASTN2 ATP13A2 ATP1A3 ATP6V1G2 ATP7A ATP8A2 B3GNT4 BBC3 BCAS4 BOK BRSK1 C11orf96 C1orf216 CACNA2D3 CACNB1 CACNB3 CADPS CALY CAMK2B CAMSAP3 CARMIL2 CDK5R2 CDKN2D CELF4 CELF5 CEND1 CHRFAM7A CHST1 CHST8 CIB2 CKMT1A CLSTN3 CNIH2 CNR1 CNTN1 CORO1A COX7A1 CPLX1 CPLX2 CTIF CTXN2 CXCR4 CXXC4 CYB561 CYGB DCLK1 DENND6B DIABLO DIPK1A DIRAS1 DLGAP1 DMTN DNAJC25-GNG10 DNER DNM3 DOC2B DPF1 DPP6 DPYS DUSP26 EFNA3 EFNB3 EGLN3 EID2B EIF4E3 ELAVL2 ELMO1 EML5 ENTPD3 EPB41L1 EPB41L3 ERC2 ETNK2 F12 F8A1 FABP3 FAIM2 FAM110B FAM174B FAM219A FAM241B FAM89A FAR2 FAXC FBXL16 FBXO31 FBXW8 FECH FGF10 FN3K FNDC4 FRY FSTL5 GABRA3 GATA3 GATA3-AS1 GCHFR GLT1D1 GNAO1 GNB5 GNE GPR22 GPR27 GPRIN1 GRIA2 GRIA3 GRK5 GRM8 GVQW3 HAGHL HCN3 HENMT1 HES4 HHIP HHIP-AS1 HID1 HMGCLL1 HOXB5 HOXD1 HRK HSD11B1L HTR3A HTR7 ICA1 INPP1 ISL1 ISLR2 JPH4 KCNK10 KCNK3 KCNMA1 KIAA1522 KIF5A KLC2 KLHDC9 KLHL5 KLRG1 LAYN LIN7B LINC01003 LINGO1 LINGO2 LIX1 LRFN2 LRRC24 LRRC8B LTK LUZP2 LY6H LZTS3 MACROD2 MAGEE1 MAGI2 MANEAL MAP6 MAP7 MAP7D2 MAPK8IP1 MAPK8IP2 MARCHF1 MARK1 MAST1 MCHR1 MEIS3 MPP2 MPP3 MTMR6 MTMR7 MTUS1 MXRA7 MYT1L NACAD NALCN NANOS1 NAPG NCDN NCS1 NELL1 NIPA1 NMNAT2 NOVA2 NPB NPM2 NRCAM NRG1 NRG2 NRP1 NSG2 NT5E NTNG1 NUBPL NYAP1 NYAP2 OGDHL OSTM1 PACRG PAK3 PAK5 PDE10A PEG3 PENK PFKP PGAM2 PHYHIPL PIANP PIRT PITRM1 PLD5 PLPP4 PLPPR2 PLPPR3 PLPPR5 PLXNC1 PNCK PNMA2 PNMA6A PORCN POU2F2 PPEF1 PPM1E PPP1R13B PPP1R1A PPP2R2B PPP2R5B PRKAR2B PRKCZ PRSS3 PRUNE2 PSD PSD3 PTGER3 PTPRN PTPRR RAB15 RAB3B RAB6B RASGEF1B RCAN2 RCAN3 REEP1 REEP2 RET RFTN1 RGS11 RGS17 RGS4 RGS7 RGS9 RIC3 RIMBP2 RIMS1 RIMS2 RPH3AL RPS6KA2 RPS6KL1 RTN2 RUFY2 RUNDC3B RXYLT1 RYR2 SAMD14 SCAMP5 SCD5 SCML4 SCN2A SCN3A SCN3B SEMA4D SEMA4F SEPTIN3 SEZ6L SH2B2 SH2D3C SH3GL2 SH3GL3 SHANK2 SLC10A4 SLC16A3 SLC17A5 SLC18A2 SLC18A3 SLC2A3 SLC37A1 SLC38A1 SLC4A8 SLC5A7 SLC8A1 SLC9A7 SLCO3A1 SMIM18 SMPD3 SNAP91 SNCG SNX10 SOBP SORL1 SPINT2 SPOCK1 SPTBN2 SRGAP1 SRRM3 SST ST8SIA2 STAMBPL1 STK32C SULT4A1 SV2A SVOP SYBU SYN1 SYN3 SYNGR3 SYNPO2 SYT17 SYT4 SYT5 TAC3 TANC2 TBX20 TCEAL2 TG TH TMEFF2 TMEM108 TMEM120A TMEM130 TMEM145 TMEM200C TMEM255A TMEM255B TMEM54 TMOD1 TOX2 TPD52 TPPP3 TRIM36 TRIM67 TRPV2 TSPAN7 TTC39C TTC9B UNC5D VAT1L VSTM2A VSTM2L VWA5A ZCCHC12 ZFR2 ZNF282 ZNF804A HE_LIM_SUN_FETAL_LUNG_C7_TM4SF4_POS_CHODL_POS_NEURON_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C7_TM4SF4_POS_CHODL_POS_NEURON_CELL ABCB1 AKAP6 APC2 ARHGEF28 ARHGEF3 ARID3B ATRNL1 BTBD8 CDK5R1 CDK5R2 CHODL CLCN4 CNGB1 CNTNAP2 CPT1C CXADR EPS8L1 FBP1 FNDC5 GPR22 HID1 HMX2 HS3ST5 IGFBPL1 IGLON5 MAB21L2 MTMR7 MYT1 NDUFA4L2 NRSN1 NXPH4 NYAP2 OLFM3 PHYHIPL PLEKHA6 POU2F2 PPP1R1A REM2 RPS6KL1 SGIP1 SLC5A7 SNX10 ST6GAL2 ST7 STX1A SYNPO2 TAC3 TLE6 TM4SF4 TRIM36 TSHZ3 VSTM2A YPEL4 HE_LIM_SUN_FETAL_LUNG_C7_TM4SF4_POS_PENK_POS_NEURON_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C7_TM4SF4_POS_PENK_POS_NEURON_CELL ACTL6B AKR1C1 AKR1C2 AMER2 ARHGEF28 ARL4C B3GNT4 BAIAP2 BBC3 CARMIL2 CASTOR2 CDK5R2 CELF4 CELF5 CHST1 CLCN4 DIRAS2 DLGAP1 DNER DNM3 DPF1 DPP6 DTNA DUSP26 EFNA3 ELAVL2 ELMO1 ENHO ENTPD3 EPS8L1 ERC2 FAM241B FSTL5 GATA3 GCHFR GLCCI1 GNB5 GPR137C GPR22 GPRC5B GRIA3 GRM8 HMGCLL1 HOXB5 HRK HTR3A ICA1 ISL1 ISLR2 KCNQ5 LINGO2 MAB21L2 MAPT MARCHF1 MIR7-3HG MPP2 MPP3 MTUS1 NALF1 NOS1AP NTNG1 OGDHL PAK3 PENK PIANP PIRT PLD5 PLPP4 PLPPR5 PNMA2 PNMA6A POU2F2 PPP2R5B PRSS3 PTGER3 PTGFR PTPRG RAB6B RADIL RASA4B REEP1 REM2 RFTN1 RGS7 RND2 RYR2 SAMD14 SCML4 SCN2A SCN3A SEMA4F SEZ6L SH2D3C SH3GL2 SLC18A3 SLC1A6 SLC2A1 SLC35G2 SLC38A1 SLC5A7 SMIM18 SORL1 SPINT2 ST7 SYNPO2 SYT5 TAC3 TG TM4SF4 TMEM130 TMEM200C TMOD1 TOX2 TSHZ3 TTC9B VASH2 VSTM2A VSTM2L YPEL4 ZCCHC12 ZFHX2 ZFR2 HU_FETAL_RETINA_AMACRINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HU_FETAL_RETINA_AMACRINE ANK3 BEX1 CABP1 CCDC88A CD24 CELF4 CFL1 CRABP1 DIRAS2 DLG2 DPYSL2 ELMOD1 FAT3 FBXW7 GAD2 GPM6A GRIA2 GRIA4 INA LHX9 LINC00461 LUC7L3 MAB21L1 MAP2 MARCKSL1 MEIS1 MEIS2 MGARP MIR124-2HG MIR181A1HG MLLT11 MYT1L NNAT NREP NRP1 NRXN1 NRXN3 NSG2 PAX6 PCBP3 PPFIA2 RBFOX2 RCVRN RERE RGS8 RND3 RORB RTN1 RUNX1T1 SCG3 SCN3A SOX4 SRGAP3 SRRM4 STMN1 STMN2 SYT1 TAGLN3 TFAP2A TFAP2B TRIB2 TUBB2A TUBB2B ZNF385D HU_FETAL_RETINA_BIPOLAR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HU_FETAL_RETINA_BIPOLAR AANAT ABCA7 AGAP1 AIPL1 ANK3 ATP1B2 ATP2B1 BTBD8 CA10 CABP2 CACNA1F CADPS CAMK2B CCDC88A CDHR1 CHN2 CKB CRX CRYAA CRYBG3 CRYM FAM171B FRMD3 FSTL5 GNAT1 GNB3 GNG13 GPM6A GPX3 GRM6 KCNMA1 KCNV2 LINC00461 LRTM1 MAP4 MAP7 MEG3 MIR124-1HG MIR124-2HG MIR9-1HG MPP4 NETO1 NEUROD1 NEUROD4 NFIB NNAT NR2E3 NRL NRXN3 OTX2 PCBP3 PCBP4 PCP2 PDC PLCD4 PLXDC1 PRDM8 PROM1 PROX1 RAX2 RCVRN RD3 RIMS2 ROM1 RP1 SAG SLC17A7 SLC1A7 SLC4A10 SNAP25 SRRM4 ST18 STX3 SV2B SYP SYT1 TCF4 TF TFAP2B TMEM176B TMEM215 TRNP1 UNC119 VSX1 VSX2 WIF1 ZNF385B HU_FETAL_RETINA_BLOOD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HU_FETAL_RETINA_BLOOD ABCB10 ADA ADD3 ADIPOR1 AHSP ALAD ALAS2 ANK1 ANLN ANP32B ANXA1 ANXA2R APOBEC3C APRT ARID3A ARL4A ATP5F1E ATP5MF AURKA AURKB B2M BCL2L1 BGN BIRC2 BIRC5 BLVRB BPGM BTF3 BUB1 C17orf99 CALM3 CAPNS1 CAT CCND3 CCNDBP1 CD36 CDC42EP1 CDKN3 CENPF CENPH CENPW CHPT1 CIT CKS2 COL1A1 COL1A2 COL3A1 COX6B1 COX7B CPED1 CPOX CR1L CREG1 CRNDE CTSB CTSC CTSE CTSL CXCL12 CYP26A1 CYTOR DCAF12 DCT DCXR DHFR DMTN EDN3 EDNRA EIF1 EIF1AY EIF2AK1 EIF3K ELF1 ELL2 ELOB ELOF1 EMCN EMP3 EMX2 EPB42 EPOR ERMAP ESPN FAH FAM104A FAM210B FAXDC2 FBN2 FBXO7 FECH FIS1 FTH1 FTL FTLP2 FURIN GALNT10 GALNT2 GATA1 GFI1B GHITM GLIPR2 GLRX5 GMPR GNG11 GSTK1 GSTO1 GSTP1 GUK1 GYPA GYPB GYPC GYPE H2BC9 HBA1 HBA2 HBB HBE1 HBG1 HBG2 HBM HBQ1 HBZ HBZP1 HCN3 HEMGN HHEX HINT2 HK1 HLA-E HMBS HPS1 HSF1 IQGAP2 ITM2A KEL KLF1 KLF3 LGALS1 LMO2 LXN MELK METTL7A MGST1 MIR4435-2HG MIR4458HG MIR99AHG MKI67 MPC2 MPP1 MRC2 MT-TL1 MT1E MT1F MT1G MT1H MT1X MT2A MTURN MYH9 MYL4 MYL6 NAA50 NBAS NCOA4 NDC80 NDUFB6 NFE2 NID1 NPL NPRL3 NR1H2 NT5DC4 NUDT4 NUF2 OAZ1 OPTN OSBP2 PCBD2 PCGF5 PCOLCE PDCD10 PIM1 PIM2 PITX1 PKLR PLXND1 PMEL PODXL POLR2L PPOX PPP1R15A PRDX2 PRDX5 PRDX6 PRXL2A PSMF1 PTTG1 RAP1GAP RBM38 RBX1 RGCC RGS10 RHAG RHCE RHOG RIPOR3 RNASE1 RPA3 RPL29 RPL35 RPL36AL RPS12 RPS2 RRM2 S100A4 S100A6 SEC62 SELENBP1 SERF2 SHLD1 SLC1A5 SLC22A4 SLC25A37 SLC25A39 SLC2A1 SLC39A8 SLC4A1 SMIM1 SMIM5 SNCA SNORD3A SNX22 SNX3 SPECC1 SPTA1 SPTB ST6GALNAC1 STOM STRADB SYNGR2 TAL1 TALDO1 TCF19 TENT5C TESC TFRC TGM2 TLCD4 TMA7 TMEM141 TMEM14B TMEM14C TMOD1 TNS1 TP53I3 TRAK2 TRIM56 TROAP TSPAN32 TTLL12 TUBB1 TUBB6 TUBG1 TXNIP TYMS UBA52 UBAC1 UBB UBE2C UCP2 UFD1 UROD UROS USP15 UXT WASF2 WDR26 XK YBX1 YBX3 YOD1 ZMAT2 HU_FETAL_RETINA_FIBROBLAST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HU_FETAL_RETINA_FIBROBLAST ADD3 AEBP1 AHNAK ALCAM ALDH1A2 ALX4 AMOTL1 ANGPT1 ANPEP ANTXR1 ANXA2 ANXA5 APOD ARHGAP28 ARHGAP29 B2M BAMBI BCAP29 BGN BMP1 BTG2 C1R C1orf54 C6orf89 CALD1 CALU CAST CCDC80 CCN1 CCN2 CCND2 CCNL1 CD248 CD81 CD99 CDC42EP1 CDC42EP3 CDH11 CEBPD CENPW CFI CLIC1 CLIC4 CLMP CMTM3 CNN3 COL1A1 COL1A2 COL21A1 COL27A1 COL3A1 COL4A1 COL4A2 COL4A5 COL5A1 COL5A2 COL6A2 COL6A3 CPED1 CPXM1 CREB5 CRTAP CTSC CTSK CXCL12 CYBA CYFIP1 CYP26A1 CYTH3 CYTL1 DAB2 DCN DDR2 DHRS3 DKK2 DLC1 DNAJB1 DNM3OS DOCK1 DSE ECE1 ECI2 EDN3 EDNRA EFEMP2 EFNB1 EFNB2 EGFL6 EGFL7 EGFR EGR1 ELK3 EMCN EMILIN1 EML4 EMP2 EMP3 EMX2 ENG EPB41L2 EPHA3 EPHA7 EPHB4 EPS8 ERBIN ESAM ETS1 ETS2 EVA1B EXTL2 F2R FAM111A FAM114A1 FBLIM1 FBLN1 FBN1 FBN2 FCGRT FGFR1 FGFR2 FHL3 FKBP7 FKBP9 FLNA FLNB FLRT3 FN1 FOS FOSB FOXC1 FOXC2 FOXF2 FOXP1 FOXP2 FRMD4A FRMD6 FST FSTL1 FXYD5 GADD45B GLT8D2 GMDS GNG11 GNG12 GOLIM4 GPC4 GPX8 GSTO1 GUCY1A1 GYPC H19 H2AJ HAS2 HBA1 HBA2 HBE1 HBG2 HBZ HERPUD1 HES1 HIC1 HIF3A HLA-A HLA-E HMCN1 HMGA2 HSP90B1 HSPA5 ID1 ID3 IER2 IFI16 IFITM2 IFITM3 IGF2 IGFBP4 IGFBP5 IGFBP6 IGFBP7 IL11RA IL6ST IQGAP1 IRF1 ISG15 ITGA5 ITGB1 ITM2A JAG1 JUN JUNB KANK2 KCNQ1OT1 KCTD12 KCTD15 KDELR2 KLF2 KLF4 LAMA1 LAMA4 LAMB1 LAMB2 LAMC1 LAMC3 LAPTM4A LEPROT LGALS1 LGI1 LIMA1 LOXL2 LPAR6 LRIG3 LRRC17 LTBP4 LUM LUZP1 LY6E MAFF MAGED2 MAGT1 MCAM MCL1 MDFIC MDK MEF2C MEST MFAP2 MFAP4 MIR99AHG MMP2 MRC2 MSN MT-TC MT2A MXRA5 MXRA8 MYH10 MYH9 MYL12A MYL9 MYLIP NCOA7 NDNF NFIA NFKBIA NFKBIZ NHERF2 NHS NID1 NOTCH2 NOTCH3 NR2F2 NR3C1 NRP2 NUDT4 OAF OGN OLFML1 OLFML3 OSTC P3H1 P3H4 PARVA PCDH18 PCOLCE PDGFRA PDGFRB PEAR1 PFN1 PGF PHLDB2 PIEZO2 PITX1 PITX2 PLAC9 PLBD1 PLEKHG1 PLEKHH2 PLK2 PLPP3 PLS3 PLVAP PLXNC1 PMP22 PPP1R15A PRKAR1A PRRX1 PRSS23 PTCH1 PTH1R PTN PXDN RAB13 RAB34 RAMP2 RARB RARG RBMS1 RBMS3 RGS2 RHOC RHOJ RN7SL832P RNU4-2 RNU4ATAC ROCK2 RRBP1 RSPO3 S100A10 S100A11 S100A13 S1PR3 SCARA5 SCIN SCUBE1 SDC1 SDC2 SEC24D SERPINH1 SERTAD1 SHISA2 SIX1 SIX2 SLC25A37 SLC26A7 SLC2A3 SMAD3 SMARCA1 SMARCA2 SMIM7 SMTN SNAI1 SNAI2 SNED1 SNHG18 SNORD3A SNORD3B-2 SOCS3 SORBS3 SPARC SPATS2L SPON1 STING1 STK3 STOM SULF1 SULT1E1 SVIL SYNPO2 TBX18 TCEAL8 TCEAL9 TCF4 TCF7L1 TFPI TGFB1I1 TGFBI TGM2 THY1 TIMP1 TJP1 TLN1 TMEM119 TMEM204 TMEM263 TNS2 TP53I3 TPBG TPM1 TPM2 TPM4 TPST1 TSPYL2 TUBB6 TUSC3 TWIST1 TXNIP UACA UTRN VCAN WASF2 WLS WWTR1 ZFP36 ZFP36L1 ZFP36L2 HU_FETAL_RETINA_HORIZONTAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HU_FETAL_RETINA_HORIZONTAL ADD2 CACNG3 CD24 CNTNAP2 CRYGD INA JPT1 MAGI1 MEIS1 MGARP MIAT MIR124-1HG MIR124-2HG MLLT11 NDRG4 NNAT NSG2 NTRK1 ONECUT1 ONECUT2 ONECUT3 PAX6 PLXNA2 PROX1 PTF1A PTPRF RORB RTN1 SCN3A SOX4 STMN1 STMN2 STMN4 SULF2 SYT4 TAGLN3 TFAP2A TFAP2B TUBA1A TUBB2B HU_FETAL_RETINA_MICROGLIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HU_FETAL_RETINA_MICROGLIA A2M ABCG2 ABHD12 ABI3 ACTB ACTR2 ACTR3 ACY3 ADAM28 ADAM9 ADAP2 ADORA3 AIF1 AKAP13 ALOX5 ALOX5AP ANXA11 ANXA5 AOAH AP1B1 APBB1IP ARHGAP25 ARHGAP27 ARHGAP30 ARHGAP4 ARHGAP45 ARHGAP9 ARHGDIB ARPC1B ARPC2 ARPC3 ARPC5 ARRB2 ATF3 ATP6V0E1 ATP8B4 B2M B3GNT5 BAG3 BHLHE41 BIN1 BIN2 BLNK BTG2 C12orf75 C1QA C1QB C1QC C3 C3AR1 CAP1 CAPZB CASP1 CCL3L3 CCL4L2 CCNL1 CCR1 CD14 CD164 CD300A CD36 CD37 CD4 CD53 CD74 CD83 CD84 CD86 CDKN1A CEBPB CEBPD CHCHD7 CIB1 CLEC7A CMTM6 CMTM7 CNPY3 COLGALT1 CORO1A COTL1 CPED1 CPVL CREG1 CSF1R CSF2RA CSF3R CST3 CTSB CTSC CTSD CTSS CX3CR1 CXCL16 CXCL8 CYBA CYBB CYFIP1 CYRIB CYTH4 DDX5 DNAJB1 DOCK10 DOCK2 DOCK4 DOCK8 DUSP1 EFHD2 ELF1 ENTPD1 ETS2 EVI2A EVI2B FCER1G FCGR1A FCGR2A FCGR3A FCGRT FGD2 FGL2 FMNL3 FOLR2 FOS FOSB FPR1 FTL FTLP2 FYB1 GADD45B GAL3ST4 GAS6 GATM GIMAP4 GLIPR1 GLRX GLUL GM2A GMFG GNA13 GNAI2 GNB4 GNG5 GPR183 GPR34 GPSM3 GPX1 GRB2 GRK2 GRN GSN H2AC19 HAVCR2 HCK HCLS1 HCST HERPUD1 HLA-A HLA-B HLA-C HLA-DMA HLA-DMB HLA-DPA1 HLA-DRA HLA-DRB1 HLA-E HMOX1 HPGDS HSPA1A HSPA1B IER5 IFI16 IFNGR1 IGSF6 IKZF1 IL10RA IL13RA1 IL6R IL6ST INPP5D IPCEF1 IRF8 ITGAM ITGAX ITGB2 ITM2B ITPR2 ITSN2 JUNB KCTD12 KIAA0930 KLF2 KLF3 KLF6 LAIR1 LAMP2 LAP3 LAPTM5 LAT2 LCP1 LCP2 LGALS9 LGMN LILRB4 LIMS1 LINC00996 LIPA LPAR5 LPAR6 LPCAT2 LPXN LSP1 LST1 LY86 LY96 LYN MAF MBNL1 MED12L MEF2A MEF2C MERTK METTL7A MFSD1 MGAT4A MGST2 MILR1 MIS18BP1 MKNK1 MNDA MOB1A MPEG1 MS4A7 MSN MYH9 MYL12A MYLIP MYO1F MYO9B NAA20 NCF4 NCKAP1L NEAT1 NEK6 NFE2L2 NFKBIA NFKBIZ NINJ1 NPC2 NPL NR4A2 OAZ1 OGFRL1 OLFML3 OLR1 OSTF1 OTULINL P2RX4 P2RY12 P2RY13 PABPC1 PALD1 PARP14 PARVG PCED1B-AS1 PFN1 PIP4K2A PLAUR PLCB2 PLD4 PLEK PLEKHO1 PLSCR1 PLXDC2 PPP1R15A PPP1R18 PPT1 PREX1 PRKCD PRR13 PSAP PTAFR PTPRC PTPRE PYCARD QKI RAB31 RAC1 RAC1P2 RAP1A RAP1B RB1 RCSD1 RGS1 RGS10 RGS19 RGS2 RHBDF2 RHOA RHOB RHOG RNA5SP151 RNASE6 RNASET2 RNF213 RNU1-1 RPS6KA1 RUNX1 S100A11 SAMHD1 SAMSN1 SAT1 SCAMP2 SELPLG SERP1 SFMBT2 SFT2D1 SGK1 SH2B3 SH3BGRL SH3KBP1 SIGLEC10 SIPA1 SIRPA SKAP2 SLA SLC29A1 SLC2A3 SLCO2B1 SMAP2 SNX5 SORL1 SP100 SPI1 SPP1 SPRED1 SRGAP2 SRGAP2B SRGN ST6GAL1 STAB1 STING1 STK10 STK4 STXBP2 SUSD3 SWAP70 SYK SYNGR2 TACC1 TAGAP TAPBP TBXAS1 TGFBR2 TLN1 TLR10 TLR4 TMBIM6 TMC6 TMEM52B TMIGD3 TMSB4X TMSB4XP4 TMSB4XP8 TNFRSF1A TNFRSF1B TPT1 TREM2 TRIM38 TUT7 TXNIP TYMP TYROBP UBC UCP2 VAMP8 VAV1 VSIG4 VSIR WAS ZFP36 ZFP36L1 ZFP36L2 ZYX HU_FETAL_RETINA_MULLER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HU_FETAL_RETINA_MULLER ANGPTL1 ATP1A2 BEX1 CCND1 CDC42EP4 CKB CLU CRYM DKK3 FABP7 GAD2 GPM6B HES1 IRF4 LGI4 LINC00461 MIR9-1HG MYO10 NCAM1 NNAT PEA15 PLP1 PMEPA1 PRSS35 PTPRZ1 RASSF4 RCVRN RTN4 SAT1 SEL1L3 SIX6 SLC1A3 SNRPG SOX2 SPON1 SPP1 TF TRIB2 TTYH1 VIM WIF1 ZFP36L1 HU_FETAL_RETINA_PHOTORECEPTOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HU_FETAL_RETINA_PHOTORECEPTOR AANAT AHI1 AIPL1 AKAP9 AMER2 ANKRD33B ATP1B2 BAZ2B BTBD8 CADPS CAMK2B CCDC181 CDHR1 CKB CNGB1 CRX DUSP1 EPB41L2 FABP7 FAM161A FOS FSTL5 GADD45G GNAT1 GNB3 GNGT2 GRM6 H3-3B H4C3 IMPG2 KCNV2 MAK MIR124-1HG MPP4 MRLN NDRG1 NEUROD1 NEUROD4 NNAT NR2E3 NRL NTM OTX2 PCBP4 PDC PLEKHB1 PRDM1 PROM1 PRPH2 PTPN13 PTPRZ1 RAX2 RBP3 RCVRN RIMS2 ROM1 RP1 SLC17A7 SLC1A7 SLC38A5 SNAP25 SOX4 SRRM4 SYT1 TERT TMEM244 TPI1 TUBB4B TULP1 UBXN4 UNC119 VAMP2 HU_FETAL_RETINA_RGC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HU_FETAL_RETINA_RGC ACAT2 ACHE ACLY ACOT7 ACSL3 ACSL4 ACTL6B ACTR10 ACTR1A ADAM11 ADCY1 ADD2 ADGRG1 ADISSP AFAP1 AKAP6 AKR1C1 AKR1C2 ALCAM ALDOC ANK2 AP3S1 APBB2 APLP1 ARL3 ARL6IP5 ARPC1A ARPC3 ARPC5 ARPP19 ATAT1 ATCAY ATL1 ATOH7 ATP5MK ATP5PO ATP6V1G2 ATP6V1H BASP1 BEND5 BEX1 BLOC1S2 BMERB1 BNIP3 BNIP3L BTBD10 C14orf132 C3orf14 C4orf48 CACNA1B CACNB3 CADM1 CALB2 CALM2 CALM3 CASP3 CBLN2 CCDC112 CCDC184 CCT5 CD200 CD24 CDC42 CDKN2D CDS2 CELF4 CEND1 CEP170 CETN2 CHGB CHN1 CHRNA3 CHRNB3 CNR1 CNRIP1 CNTN2 COMTD1 CORO2A COX17 COX6A1 CPLX2 CPNE4 CPNE9 CRABP1 CRABP2 CRIP2 CRMP1 CRNDE CTNNA2 CXADR CXCR4 CYCS DACH1 DACH2 DBI DBN1 DBNDD1 DCC DCDC1 DCLK1 DCTN2 DCTN3 DCX DDAH2 DLL3 DNER DPYSL2 DPYSL3 DPYSL4 DPYSL5 DSTN DTD1 DYNC1H1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLRB1 DYNLT1 DYNLT3 EBF1 EBF3 EBP EDIL3 EIF1B ELAVL2 ELAVL3 ELAVL4 ENO2 EPHA5 EPHB1 EPS8L1 ETFB FABP3 FABP5 FABP5P7 FAM162A FAM171B FAM229B FAM241B FAR2 FASN FAXC FDFT1 FDPS FEZ1 FGF13 FHL1 FIBP FKBP1B FKBP3 FNBP1L FNDC5 FSD1 FXYD6 FXYD7 FYN GABARAPL2 GABBR2 GAP43 GAPDH GDAP1 GDAP1L1 GDI1 GET1 GFRA2 GLRX GNAI1 GNAO1 GNG2 GPI GRB2 GRIA2 GSTA4 GTF2A2 H3P16 H3P6 HCFC1R1 HDAC2 HEY1 HMGCR HMGCS1 HSPA12A IDH1 IDI1 INA INSIG1 IRX2 IRX3 ISL1 ISLR2 ITGB1BP1 JAKMIP2 JPT1 JUP KCTD16 KIDINS220 KIF3A KIF3C KIF5A KIF5C KIFAP3 KLC1 KLF7 KLHDC8A KLHL1 KLHL35 KPNA2 L1CAM LCOR LDHA LDOC1 LNPK LRFN5 LRRN3 LSS MAGED4B MAP1B MAP1LC3B MAP2 MAP4 MAP6 MAPK10 MAPRE2 MAPT MEAF6 MEIS3 MFSD10 MGST3 MIAT MLLT11 MORF4L2 MSMO1 MTCH2 MVD MYCN MYL12B MYO1B NAGK NAV1 NAV2 NCAM1 NCAN NDRG4 NDUFA12 NDUFB8 NDUFS4 NEFL NEFM NELL2 NHLH2 NIPSNAP3A NKAIN1 NKAIN4 NLN NME1 NMNAT2 NOP10 NOVA2 NPDC1 NRCAM NRN1 NSG1 NTRK1 OCIAD2 OLFM1 OPTN PAFAH1B3 PAK5 PAPSS1 PBX3 PCMT1 PCSK1N PCSK2 PDE6D PDK1 PFDN2 PFDN4 PFKFB3 PGAM1 PGK1 PGM2L1 PHACTR3 PHYHIPL PKIA PLPPR1 PLXNA3 PNMA1 PNMA2 POLR2K POU4F2 POU6F2 PPIAP22 PPP1R14B PPP1R1A PPP1R1C PPP2R1A PPP2R2B PRDX5 PRMT2 PRPH PRRT2 PRUNE2 PSENEN RAB10 RAB2A RAB31 RAB33A RAB3A RAB3B RAB6A RAB6B RABAC1 RALGDS RALYL RAP1GDS1 RBFOX2 RBFOX3 RBPMS RBPMS2 RBX1 RCN1 REEP1 RGMB RGS10 RIT2 RND3 RNF5 ROBO2 RTL8C RTN1 RTN3 RTN4 RUFY2 RUFY3 RUNDC3B RUSC1 RXRG S100A10 SBK1 SCD SCG3 SCG5 SCN3A SCN9A SCOC SEC11C SEC61G SEMA6A SEZ6L SEZ6L2 SGCB SH3BGRL2 SH3BGRL3 SLC17A6 SLC2A6 SLC35F1 SLC38A1 SLIT1 SMAD9 SMIM18 SMS SNAP25 SNCA SNCG SOX11 SQLE SRGAP1 SRI SRP9 SST STARD3NL STMN1 STMN2 STMN3 STMN4 STX1A STX7 STXBP1 SVBP SYT1 SYT13 SYT4 SYT5 SYT7 TAC1 TAF9 TAGLN3 TBCB TBPL1 TCEAL7 TCP1 TENM3 TFAP2D TLE4 TMEFF2 TMEM14A TMEM35A TMEM50A TMEM59L TMEM97 TMOD2 TMSB10 TMSB15A TMSB4X TMSB4XP4 TOX2 TP53I11 TPD52 TPM3 TPPP3 TRAPPC1 TRIM36 TSC22D1 TSPAN7 TTC9B TUBA1A TUBB TUBB2A TUBB2B TXN TXNDC17 UBE2D1 UBE2E2 UBE2L6 UCHL1 VAT1 VBP1 VDAC2 VDAC3 VKORC1 VPS72 VSTM2L WASF1 WDR47 XPR1 YWHAG YWHAH YWHAQ YWHAZ ZC2HC1A ZCCHC17 ZMIZ1 ZNF804A HU_FETAL_RETINA_RPC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HU_FETAL_RETINA_RPC AHI1 ALDH1A1 ANP32E ARRDC3 ATAD2 ATOH7 AURKB C19orf48P CCDC34 CCNB2 CCND1 CDCA7 CDH11 CDK1 CENPF CENPK CENPM CENPU CHD7 CKB CKS1B CKS2 CLRN1 COL2A1 COL9A1 CPAMD8 CRABP1 CRB1 CRYAA DAPL1 DEK EML1 FGF19 FIGN FOXN4 FZD5 GINS2 GMNN H2AZ1 H4C3 HELLS HES1 HMGA1 HMGB2 HMGN2 HMGN3 HNRNPA1L3 ID1 ID2 ID3 IFITM3 LGR4 LGR5 LMAN1 LRP2 MAB21L1 MAD2L1 MCM2 MCM3 MCM4 MCM5 MCM7 MDK MEIS1 MEST MIS18BP1 MSI2 NAP1L1 NASP NUSAP1 ODC1 PCDH7 PCLAF PCNA PIMREG PLEKHA1 PLPP3 PTTG1 RAB31 RAN RAX S1PR3 SCUBE3 SFRP2 SHISA2 SIX6 SLF1 SNRPB SNRPG SORCS1 SOX2 SPP1 SRSF2 SRSF7 TBX2 TMSB15A TOP2A TOX TYMS UBE2C UBE2T UHRF1 VIM VSX2 ZFP36L1 ZIC2 ZWINT HU_FETAL_RETINA_RPE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HU_FETAL_RETINA_RPE ABCA4 ABCC5 ABHD2 ACOT11 ADAMTSL3 ALDH1A3 APLP2 APOE APP ASAH1 ASB13 ATP6V1C2 B2M BACE2 BCAS4 BEST1 BHLHE40 BIRC7 BMP2 BMP4 BMP7 BSG C1S CA14 CALD1 CANX CCBE1 CCDC80 CCND2 CD63 CDO1 CDR2 CLDN19 CLIC6 CNDP1 COL18A1 COL1A2 COL27A1 COL8A1 COL8A2 COL9A2 COLEC12 CPEB4 CPVL CPXM2 CRIM1 CRISPLD1 CRTAP CST3 CTNNAL1 CTSD CTSH CTSV CYP27A1 CYP2W1 DCDC2 DCT DDR2 DHRS3 DPP7 DRD4 DSG2 ECHDC2 EFEMP1 ELN ELOVL7 EMP2 ENPP2 ENTREP1 EZR FAM107A FAM13A FAM174B FBN1 FGFR2 FGFR3 FGFRL1 FLRT2 FNIP2 FRZB FSTL1 FYB2 GALNT1 GALNT10 GEM GJA1 GNG11 GNS GOLGA4 GPNMB GPR143 GPR180 GPRC5C GSTP1 GULP1 HMGA2 HSBP1L1 HSD17B14 HSD17B2 HSPB1 ID3 IGFBP5 IGFBP7 INPP5K IQGAP2 ITGA6 ITGAV ITM2B ITPKB KLHL3 KRT18 KRT8 LAMB2 LHX2 LIN7A LIPG LITAF LOXL1 LPL LRAT LRATD2 LTBP1 LTBP3 LYPD1 MARVELD1 MET MFAP3L MGST1 MITF MLANA MORN1 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 MT-RNR1 MT-RNR2 MTATP6P1 MTCO1P12 MTCO1P40 MTCO2P12 MYL9 MYO5C MYRF NBPF14 NBPF19 NCCRP1 NCOR2 NEAT1 NET1 NFE2L1 NHERF1 NMRK2 NOG NOTCH2 NPC2 NPFFR1 NPIPB5 NUCB1 OSBPL1A OTX2 PARD6B PBXIP1 PCOLCE2 PCP4 PDGFC PDGFRB PDLIM5 PDPN PEX7 PGM5 PGM5-AS1 PHACTR2 PLAAT3 PLAC9 PLCE1 PLD5 PLS3 PLTP PLXNB2 PMEL PPARGC1A PRDM16 PRDM16-DT PRKCQ PRNP PRXL2A PSAP PSAT1 PTGDS PTPN14 PXDN QPRT RAB27A RAB38 RASSF8 RBM47 RFLNB RGR RLBP1 RNASE1 RPE65 SCARB1 SDC2 SDCBP SEC14L2 SEMA3B SEMA3C SERPINF1 SERPINH1 SESN3 SFRP1 SFRP5 SGK1 SLC16A8 SLC22A8 SLC29A4 SLC2A1 SLC35D3 SLC38A11 SLC38A8 SLC39A12 SLC3A2 SLC45A2 SLC4A4 SLC5A6 SLC6A13 SLC6A20 SLC7A2 SLC7A5 SLC7A6 SLC7A8 SMAD3 SMC6 SNHG25 SOSTDC1 SPARC STRA6 STRIP2 STT3B SULF1 TACC1 TEX2 TFPI2 TIMP2 TIMP3 TMEM164 TMEM205 TMEM245 TMEM98 TNFRSF14 TNS3 TPD52L1 TPM1 TPM2 TPP1 TPRN TRPM1 TRPM3 TSKU TSPAN10 TSPAN4 TTLL4 TTR TTYH3 TYR TYRP1 UACA UBAP1L UTRN VAT1L VEGFA VEGFB VEPH1 VIM WFDC1 WLS WNT2B WWC1 WWTR1 YAP1 ZFP36L2 ZNF503 LAKE_ADULT_KIDNEY_C10_THIN_ASCENDING_LIMB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAKE_ADULT_KIDNEY_C10_THIN_ASCENDING_LIMB ACADVL ACSL4 ACTG1 ACTR2 ADAM10 ADAMTS1 ADGRG1 ALDOA ANKRD10 ANXA2 ANXA5 APLP2 APP ARF1 ARFGAP3 ARPC1B ATP1A1 ATP5F1A ATP5F1B ATP5F1C ATP5F1E ATP5MC3 ATP6V0B ATP6V0E1 B2M BACE2 BCL6 BTF3 BTG1 C6orf62 CACNA2D3 CALM1 CANX CAPN2 CBR1 CCDC186 CCT3 CCT6A CD164 CD24 CD44 CD46 CD59 CD63 CD74 CD81 CDC42BPA CDH16 CEBPD CIB1 CLDN10 CLDN10-AS1 CLINT1 CNBP CNDP2 CNN3 COX4I1 COX5B COX7C CPD CPM CRYAB CSDE1 CTNNA1 CTSB CXXC5 CYCS CYSTM1 DBI DDX5 DEK DEPTOR DIAPH1 DNAH5 DNAJA1 DSTN DUSP23 EEF1A1 EEF1D EEF2 EFNA5 EID1 EIF1 EIF4A2 EIF4G2 EIF5 ELF3 EMP1 ENO1 EPCAM EPRS1 ERRFI1 FAM135A FAU FCHO2 FNIP2 FTH1 FTL G0S2 GADD45B GAPDH GCC2 GDF15 GHITM GNAI1 GNAS GOLM1 GPX1 GSPT1 GSTP1 H3-3B HADHA HADHB HIF1A HINT1 HIPK3 HLA-A HLA-B HLA-E HNRNPA2B1 HNRNPA3 HNRNPDL HNRNPM HNRNPR HNRNPU HSBP1 HSP90AA1 HSP90AB1 HSP90B1 HSPA8 HSPA9 HSPD1 HSPH1 ID2 IDH2 IER3 IFITM2 IFITM3 IQGAP1 ITGA2 ITGB1 ITGB6 ITM2B ITM2C ITPR2 IVNS1ABP JAK1 JTB KIF5B KNG1 KRT18 KRT7 LAMTOR5 LAPTM4B LDHA LDHB LINC01320 LINC01503 LITAF LRP10 LRRFIP1 MAOA MCL1 MGLL MKLN1 MRFAP1 MT2A MTCH1 MTUS1 MYL12A MYL12B MYL6 NAMPT NARS1 NCL NCOA7 NDUFA4 NEK10 NORAD NPM1 NRXN3 NUFIP2 OCIAD1 OSBPL3 OSMR PABPC1 PANTR1 PAPOLA PCBP1 PDIA3 PDIA6 PEBP1 PFDN5 PFKFB3 PGK1 PITPNC1 PKM PLEKHA1 PLOD2 PLPP3 PLSCR1 PNPLA8 PNRC1 PON2 PPA1 PPIA PPP2R3A PRDM16-DT PRDX1 PRDX6 PRKD1 PSAP PSMA7 PSMB1 PTGES3 PTMA PTPN11 PTTG1IP RACK1 RALGAPA2 RAN RARRES2 RASD1 REEP5 RHOA RIMS2 RPL10 RPL10A RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL18 RPL19 RPL21 RPL24 RPL3 RPL30 RPL31 RPL32 RPL35 RPL37A RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPS11 RPS12 RPS13 RPS14 RPS15 RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS23 RPS24 RPS25 RPS27 RPS27A RPS28 RPS29 RPS3A RPS4X RPS5 RPS6 RPS7 RPS8 RPS9 RPSA RRBP1 S100A10 S100A11 S100A6 SARAF SASH1 SAT1 SDCBP SEC14L1 SELENOW SEPTIN7 SERBP1 SERF2 SERPINA1 SERPING1 SF3B1 SIM2 SKAP2 SLC16A7 SLC25A3 SLC25A5 SLC38A2 SLC4A7 SLPI SNX10 SOD1 SOD2 SPP1 SPPL2A SRP14 SRSF3 STAT3 STK24 TACSTD2 TAF7 TAX1BP1 TCIM TFPI TGM2 TIMP1 TM9SF3 TMBIM6 TMEM59 TMF1 TNFSF10 TNS3 TOP2B TPI1 TPST1 TPT1 TSC22D1 TXNIP UBA52 UBB UBC UBE2D3 UBXN4 UMOD UQCRB UQCRFS1 VMP1 VPS13C WFDC2 XRCC5 YBX1 YBX3 YWHAB ZC3H11A ZC3H15 ZFAND5 ZFP36L2 ZMYND8 LAKE_ADULT_KIDNEY_C11_THIN_ASCENDING_LIMB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAKE_ADULT_KIDNEY_C11_THIN_ASCENDING_LIMB ACADVL ADAM10 ADAMTS1 ADAMTS9 ADK AFF1 AHI1 ALDH1A2 ARHGAP24 ARHGEF28 ARHGEF3 ASCC3 ATP1A1 BCL6 BICC1 BRWD1 C4orf19 CA10 CACNA2D3 CAMKMT CDC42BPA CDH16 CLDN10-AS1 COL18A1 CPM CRADD CTDSPL DDX5 DIP2C DNAH14 DNAH5 DOCK1 EEF1D EFNA5 EIF4G3 ELF2 ERBIN ERRFI1 ETV6 EXT1 FAM135A FBXL17 FCHO2 FNIP2 FOXP1 FOXP2 GALNT14 GCC2 GLIS3 GOLM1 GPC6 GRAMD2B HIF1A HIVEP2 IMMP2L ITGA2 ITGB6 ITPR2 IVNS1ABP KAZN KCNIP4 KIAA1958 KIAA2026 KIF13B LAMB1 LINC-PINT LINC01320 LPP LRBA LRRFIP1 MAGI1 MAGI3 MAST4 MECOM MED13L MGLL MKLN1 MSI2 MT2A MTUS1 MYO1E MYO9A NCOA1 NCOA2 NCOA7 NEAT1 NEK10 NFAT5 NIPBL NOS1AP NRXN3 OR7E14P OSBPL3 PACS1 PAX8 PCDH9 PCSK6 PDE1A PDE7B PFKFB3 PHF21A PIBF1 PITPNC1 PLCB1 PLEKHA1 PLEKHA7 PLOD2 PPP2R3A PRDM16-DT PRKCE PRKD1 PTK2 PTPRG QKI RALGAPA2 RASSF8 RBM47 RBMS1 RFX3 RIMS2 RUFY3 RUNX1 S100A6 SAMD12 SAMD4A SASH1 SAT1 SDCCAG8 SERPINA1 SGIP1 SIK3 SLC16A7 SLC4A7 SNED1 SOD2 SPIDR SPP1 SSBP2 STK3 SVIL TANC2 TBC1D5 TBCK TCIM TENM4 TFPI THRB TMTC2 TNS3 TPST1 TRA2A TRAPPC9 TRIM2 TRIO TRPS1 UBE2H UGGT2 UGT2B7 USP53 VMP1 VPS13B VPS13C WWC1 YAP1 ZEB1 ZFAND3 ZMYND8 ZNF385D ZSWIM6 LAKE_ADULT_KIDNEY_C12_THICK_ASCENDING_LIMB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAKE_ADULT_KIDNEY_C12_THICK_ASCENDING_LIMB ACACB ACADVL ACAT1 ACSL1 ACSS1 ACSS3 AFG3L2 AIF1L AK3 ALDH1A1 ALDOA ANK2 ANXA11 APLP2 APP ARHGAP24 ATP1A1 ATP1B1 ATP5F1A ATP5F1B ATP5F1C ATP5F1E ATP5IF1 ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MG ATP5PB ATP5PD ATP5PF ATP6V0B B2M BACE2 BAG1 BEX3 BICDL1 CA12 CACNA2D3 CADM1 CAPN2 CASR CAT CBR1 CCDC148 CD24 CD59 CD63 CD81 CDH16 CGNL1 CHCHD10 CHCHD2 CIRBP CKB CLCN5 CLCNKA CLCNKB CLDN10 CLDN10-AS1 CNDP2 CNP COA3 COBL COL18A1 COX4I1 COX5A COX5B COX6B1 COX6C COX7A2 COX7B COX7C CPEB3 CPEB4 CPT1A CPVL CRIP2 CST3 CUTA CXCL14 CYC1 CYCS CYFIP2 CYS1 DDX17 DEFB1 DENND1B DNAJC11 DNAJC19 DNASE1 DSTN DZIP1 EDF1 EEF1A1 EEF1D EEF2 EFHD1 EGF EID1 EIF3K EIF4G2 ENO1 EPCAM EPHX2 EPS8L2 ERICH1 ESRRB ESRRG FAM13A FAM171A1 FAU FGFR3 FKBP2 FLNB FMN1 FOXP2 FREM1 FTH1 GAPDH GAS6 GHITM GNAI1 GNAS GOLM1 GOT1 GPC3 GPC5 GPX4 GSTM3 GUK1 HADHA HADHB HERPUD1 HIBADH HIP1 HLA-A HPN HS6ST2 HSBP1 HSPA2 HSPA8 IDH2 IMMT IMPA2 ITGB5 ITM2B ITM2C IVNS1ABP KCNJ1 KCNQ1 KCTD1 KCTD16 KIAA1217 KIDINS220 KIF12 KIFC3 KNG1 LDHB LINC01606 LLGL2 LMO7 MAGED1 MAL MDH1 METTL7A MFSD4A MGAT5 MGST3 MPC1 MPC2 MRFAP1 MST1L MTATP6P1 MYL6 MYO3B NACA NARS1 NDUFA1 NDUFA4 NDUFA5 NDUFB10 NDUFB2 NDUFB9 NDUFS1 NDUFS6 NDUFV1 NELL1 NNT NPC2 NR2F2-AS1 NRCAM NTRK2 NUDT4 OBSL1 OCIAD1 OSBPL3 OXCT1 OXR1 P4HB PANTR1 PCDH9 PDE1A PDHA1 PDXK PEBP1 PFDN5 PFKL PGK1 PIK3R1 PKM PKP4 PLAU PLCB1 PLCL1 PLEKHH2 PLPPR1 PLXNB1 PP7080 PPARGC1A PPIA PPIB PPM1L PPP1R1A PRDM16 PRDM16-DT PRDX3 PRDX5 PRDX6 PRKX PRSS8 PRXL2A PSAP PTGER3 PTPN3 PTPN4 PTTG1IP RACK1 RANBP3L RAP1GAP RARRES2 REEP5 RHOBTB3 RNF150 RPL10 RPL10A RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL18 RPL19 RPL21 RPL23 RPL24 RPL27 RPL27A RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL37 RPL37A RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPS11 RPS12 RPS13 RPS14 RPS15 RPS16 RPS17 RPS18 RPS19 RPS20 RPS21 RPS23 RPS24 RPS25 RPS27 RPS27A RPS28 RPS29 RPS3 RPS3A RPS4X RPS5 RPS6 RPS7 RPS8 RPS9 RPSA S100A10 S100A6 SARAF SCD5 SCHLAP1 SCNN1A SCP2 SDC1 SDC4 SDHA SELENBP1 SELENOW SERF2 SERPINA5 SFRP1 SGIP1 SGK2 SIM2 SLC12A1 SLC16A7 SLC22A2 SLC25A3 SLC25A4 SLC25A5 SLC3A1 SLC4A7 SMS SNHG29 SOD1 SORL1 SORT1 SRP14 SRSF5 SSR4 STK32B STPG2 STXBP4 SUCLG1 SULT1C2 TACC1 TACSTD2 TBC1D4 THY1 TMBIM6 TMEM161B-DT TMEM37 TMEM59 TMEM72 TMSB10 TPI1 TPT1 TRIM2 TSPAN33 TSPAN8 TUFM UBA52 UBB UGT8 UMOD UQCR10 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRH UQCRQ USP2 USP24 UXS1 VAV3 VEPH1 WLS WNK4 YBX1 ZHX3 LAKE_ADULT_KIDNEY_C13_THICK_ASCENDING_LIMB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAKE_ADULT_KIDNEY_C13_THICK_ASCENDING_LIMB ABLIM1 ADAMTS9-AS2 ADK AGBL4 AK3 ANK2 ANKRD26 ARHGAP24 ARHGAP6 ATP1A1 ATP1B1 AUH BABAM2 BCAS3 BICDL1 BRAF CA10 CA12 CACNA2D3 CASR CCDC148 CCSER1 CGNL1 CLCN5 CLCNKB CLMN COBLL1 COL4A3 CPEB4 CYFIP2 DANT2 DDX17 DNAH14 DOCK1 DPH6 DYNC2I1 EFNA5 EGF ENOX1 ERBB4 ESRRG FAF1 FBXL17 FGD4 FHIT FKBP5 FOXP2 GALNT18 GMDS-DT GPC5 HIBADH HIP1 IGF1R IMMP2L KANSL1 KCNIP4 KCNJ16 KIAA1217 KLF12 KLHL13 KNG1 LAMB1 LGR4 LINC00970 LINC01606 LRBA LRP1B MACROD2 MAML2 MECOM MSI2 MYO9A NAALADL2 NCOA2 NELL1 NHS NR2F2-AS1 NR3C2 OSBPL3 OXR1 PBX1 PCCA PCDH9 PDE1A PDE7B PHACTR1 PKHD1 PKP4 PLCB1 PLCL1 PNISR PPARGC1A PRKD1 PRKN PTGER3 PTH2R PTPN4 RANBP3L RHOBTB3 RNF150 RNPC3 SCHLAP1 SGIP1 SKAP1 SLC12A1 SLC16A12 SLC4A7 SNHG14 SOX6 SSBP2 STK32B STXBP4 SULT1C2 TACC1 TAPT1-AS1 TBC1D4 TBCK TFCP2L1 THRB TMEM161B-DT TNRC6A TRIM2 UMOD USP25 USP53 VAV3 VWA8 WNK1 WWC2 WWOX ZHX3 LAKE_ADULT_KIDNEY_C14_DISTAL_CONVOLUTED_TUBULE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAKE_ADULT_KIDNEY_C14_DISTAL_CONVOLUTED_TUBULE ABCA10 ABCA5 ABLIM1 ACSL4 ADAMTS17 ADAMTS9-AS2 ADGRL2 AGAP1 AGBL4 AHI1 AK3 ANK3 ANKRD26 APBB2 ARHGAP24 ARHGAP5 ARHGAP6 ATP1B1 ATP9B ATXN1 AUH BCAS3 BICC1 BRAF BTBD9 CA10 CA12 CACNA1D CACNA2D3 CACNB4 CADM1 CADPS2 CALCR CAMKMT CASR CBLB CCDC148 CCDC198 CCSER1 CDK14 CDKAL1 CGNL1 CLASP1 CNNM2 COBLL1 COL4A3 COMMD10 CPEB4 CRADD CTDSPL DACH1 DANT2 DCDC2 DNAAF9 DNAH14 DPH6 DST DYNC2H1 EFNA5 EGF ERBB4 ESRRG EXOC4 EXOC6B FAAH2 FAF1 FAM172A FBXL17 FGD4 FGF13 FHIT FHOD3 FMN1 FNDC3B FRAS1 FREM1 FRMD3 FTX GMDS-DT GPC5 GPHN GRB14 HDAC8 HIBCH ICA1 IL1RAPL2 IMMP2L INPP4B ITPR1 IVNS1ABP JPX KANK1 KANSL1 KCNIP4 KCNJ16 KIAA1217 KIAA1958 KLF12 KLHL13 KLHL3 KNG1 LGR4 LIMCH1 LINC00645 LINC00970 LRBA LRCH1 LRMDA LRP1B MACROD2 MAML2 MAN1A1 MAP4K3 MAPK8 MBD5 ME3 MECOM MEF2A MITF MSI2 MTR NAALADL2 NAV2 NCOA1 NEDD4L NFE2L2 NHS NOS1AP NR2F2-AS1 NR3C2 OPHN1 OSBPL3 OXR1 PARD3B PCCA PDE10A PDE8A PIK3C2G PKHD1 PKP4 PLCL1 PLPPR1 PNISR PPARGC1A PPP2R3A PTGER3 PTH2R PTPN4 PTPRG QKI RABGAP1L RAD51B RALGAPA1 RBM25 RERE RHOBTB3 RNF150 RNPC3 RORA SAMD12 SAMD5 SBF2 SCAPER SCN2A SH3RF1 SHROOM3 SIK3 SKAP1 SLC12A3 SLC8A1 SMYD3 SNHG14 SNX29 SOX6 SVIL TACC1 TAPT1-AS1 TBC1D5 TBL1X TCF12 TEX41 THRB TMEM161B-DT TMEM52B TNRC6A TNRC6B TOX3 TRAPPC9 TRIM2 TRPM6 TRPM7 TSC22D2 UBA6-DT UBR3 USP24 USP25 VAV3 VPS13B VWA8 WDFY2 WDR72 WNK1 WSB1 WWOX XIST ZNF385D ZNF518A ZNF704 LAKE_ADULT_KIDNEY_C15_CONNECTING_TUBULE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAKE_ADULT_KIDNEY_C15_CONNECTING_TUBULE AAK1 ADAM10 ADAMTS9 ADAMTS9-AS2 ADGRL2 ADK AGBL4 AHI1 ANK3 APBB2 ARHGAP6 ARID5B ARL15 ATP1B1 ATXN1 AUH BABAM2 BCAS3 BICC1 BMPR1B BRAF BTBD9 CA12 CADPS2 CALB1 CAMKMT CCDC178 CCDC198 CCSER1 CD2AP CDK6 COBLL1 COL4A3 COMMD10 CSGALNACT1 DACH1 DANT2 DCDC2 DEFB1 DLG1 DPY19L2 DYNC2H1 EFNA5 EIF4G3 EPB41L3 ERBB4 ESRRG EXOC6B EXT1 FAF1 FAM172A FBXL17 FER FGF13 FHIT FHOD3 FNDC3A FNDC3B FRAS1 GAREM1 GBE1 GLIS3 GLS GNAQ GPC5 GPHN GRIP1 GULP1 HDAC8 HSD11B2 IMMP2L ITGA2 ITGAV ITPR1 JPX KANSL1L KAZN KCNIP4 KCNJ16 KIAA1958 KITLG KLF12 KMT2C LAMB1 LCOR LGR4 LIMCH1 LINC01099 LRBA LRMDA LRP1B MACROD2 MAML2 MAN1A1 MAP4K3 MAPK10 MAPK8 MECOM MED13L MEF2A MID1 MITF MLLT3 MPPED2 MYO1B NAALADL2 NEBL NFAT5 NFE2L2 NLK NR3C2 OSBPL3 PCCA PCDH7 PCDH9 PDE4D PIK3C2G PKHD1 PPARGC1A PPFIBP1 PPP1R9A PRKCA PRKG1 PTGER3 PTH2R PTPN13 RABGAP1L RAD51B RALGAPA1 RALYL RASAL2 RBPMS RHOBTB3 RNPC3 RORA SBF2 SCAPER SCMH1 SCN2A SETBP1 SH3RF1 SHROOM3 SIK3 SLC16A7 SLC8A1 SLIT2 SMYD3 SNTG1 SPIDR SPIRE1 SSH2 STARD13 TANC2 TCF12 TEX41 TMEM117 TMTC2 TOX TOX3 TRAPPC9 TRHDE TRPM3 USP25 VAV3 WNK1 WSB1 WWTR1 XIST YAP1 ZFAND3 ZNF704 LAKE_ADULT_KIDNEY_C16_COLLECTING_SYSTEM_PRINCIPAL_CELLS_CORTEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAKE_ADULT_KIDNEY_C16_COLLECTING_SYSTEM_PRINCIPAL_CELLS_CORTEX ABTB2 ADAMTS9-AS2 ADK AFF1 AGBL4 AHI1 AKT3 ANK3 AQP2 ARID1B ARL15 ATXN1 BABAM2 BAZ2B BCAS3 BMPR1B BRAF BTBD9 C11orf80 CADPS2 CCSER1 CD2AP CDK6 COBLL1 COL4A5 DANT2 DCDC2 DLG2 EPB41L4A ERC1 FAF1 FAM172A FER FHOD3 FNDC3A FNDC3B FRAS1 FTX FYB2 GAREM1 GATA3 GLIS3 GLS GRIP1 HSD11B2 IMMP2L KAZN KCNIP4 KCNJ16 KCTD8 KSR2 LAMB1 LIMCH1 LINC01482 LRBA MACC1 MACROD2 MAGI3 MAML3 MAN1A1 MAPK10 MBD5 MECOM MED13L MIR99AHG MPPED2 MTR MYH10 MYO10 MYO1E NAALADL2 NBEA NDRG1 NFAT5 NFIB NLGN1 NLK NR2F2-AS1 NR3C2 PAPPA PCCA PDE10A PDE1A PDE4D PDE7B PDE8A PIK3C2G PKHD1 PLCL2 PPP1R9A PRKAG2 PRKCA PRKG1 PRKN PTBP3 PTH2R PTK2 PTPN13 PWRN1 RABGAP1L RAD51B RALBP1 RALYL RBBP8 RBPMS REV3L ROCK2 SAMD12 SCIN SCMH1 SCN2A SDK1 SH3RF1 SIK2 SIK3 SLC38A1 SLC8A1 SMARCA2 SMYD3 SNHG14 SPAG16 SSH2 ST6GAL1 STARD13 SYTL2 TANC2 TEX41 TGFBR1 THRB THSD4 THSD7A TMTC2 TOX TOX3 TRAPPC9 TRPM3 TRPS1 WSB1 WWTR1 XIST ZFAND3 LAKE_ADULT_KIDNEY_C17_COLLECTING_SYSTEM_PCS_STRESSED_DISSOC_SUBSET https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAKE_ADULT_KIDNEY_C17_COLLECTING_SYSTEM_PCS_STRESSED_DISSOC_SUBSET AAK1 ABLIM1 ABTB2 ACSL4 ACTG1 ACTN4 ADAMTS9-AS2 ADGRL2 ADK AFF1 AFF4 AGBL4 AHI1 AHNAK AKT3 ALDOB ANK3 ARHGEF12 ARID1B ARIH1 ARL15 ASAP2 ATF3 ATP1B3 ATXN1 BACE2 BACH1 BACH2 BCAS3 BMPR1B BRAF BTBD9 BTG2 C4orf19 CADPS2 CAST CCNL1 CCSER1 CD2AP CLMN COBLL1 COL18A1 CRY1 CSGALNACT1 DANT2 DCDC2 DDIT3 DEFB1 DLG2 DNAJA1 DNAJB1 DUSP1 DYRK1A EGR1 EIF2AK3 ELF3 ELOVL5 EMCN EPB41L5 ERBB4 ERC1 ESYT2 EXT1 EZR FAM110B FBXL17 FER FHIP1A FHOD3 FNDC3A FNIP2 FOS FOSB FRAS1 GAB1 GAREM1 GDF15 GLIS3 GLS GPX3 GRIP1 HERC1 HIF1A HIVEP2 HLA-E HMGCS1 HNRNPC HSD11B2 HSP90B1 HSPA1A HSPA5 HSPH1 IDI1 IFRD1 IGFBP5 IL6ST IMMP2L INSIG1 IQGAP1 ITGA2 ITGAV JMJD1C JUN KIAA1217 KIF13B KLF6 KRT19 LAMB1 LDLR LGALS3 LIMA1 LINC-PINT LMNA LRP1B LRRFIP1 MACC1 MACROD2 MAGI3 MAML3 MAP3K14 MAP4K3 MAPK8 MBD5 MCU MECOM MED13L MEF2A MID1 MIR4435-2HG MLF1 MPPED2 MSMO1 MTATP6P1 MTUS1 MYO10 MYO1B MYO1D MYO1E NAALADL2 NAMPT NCOA7 NDRG1 NEAT1 NEDD4L NEK1 NFAT5 NFE2L2 NFKBIZ NLK NOS1AP NPC1 NR3C2 NR4A1 OSBPL3 PALLD PAWR PCDH9 PDE4D PDK4 PFKFB3 PIK3C2G PPARGC1A PRKAG2 PRKCA PRKCE PRKG1 PRKN PWRN1 QKI RAB7A RAD51B RALGAPA1 RALYL RANBP2 RAP1B RAPGEF2 RBM47 RBPMS RNF19A RORA RTN4 SAMD12 SAT1 SCIN SCN2A SDK1 SGPP1 SH3RF1 SHROOM3 SIK2 SIK3 SLC19A2 SLC25A25 SLC38A1 SLC8A1 SMARCA2 SMYD3 SPAG9 SPTBN1 SQSTM1 SREBF2 SSH2 ST6GAL1 STAT3 TANC2 TEX41 THSD4 TIMP3 TJP1 TMEM51 TMTC2 TNFRSF10B TOP1 TOX TPM4 TPST1 TRA2A TRAK1 TRPS1 TSC22D2 UACA UBC UBE2D3 UBE2H UPP1 VCL VMP1 WSB1 WWC1 WWTR1 XIST YBX3 YWHAZ ZFAND3 ZFAND5 ZFP36 ZNF165 ZNF292 ZNF704 ZSWIM6 LAKE_ADULT_KIDNEY_C18_COLLECTING_DUCT_PRINCIPAL_CELLS_MEDULLA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAKE_ADULT_KIDNEY_C18_COLLECTING_DUCT_PRINCIPAL_CELLS_MEDULLA ACADVL ACAT1 ACSL4 ACTG1 ACTR2 ADGRG1 AIF1L AKR1B1 ALDOA ANAPC16 ANXA2 APLP2 AQP2 AQP3 ARF1 ARG2 ARPC2 ASAH1 ATP1B1 ATP5F1A ATP5F1B ATP5F1C ATP5MC3 ATP6V0E1 ATP6V1A ATP6V1G1 B2M BAG1 BEX3 BMPR1B BTF3 BTG2 C11orf80 C12orf75 CA12 CA2 CALM1 CANX CCNI CCT6A CD164 CD24 CD2AP CD46 CD63 CD81 CD9 CDH16 CHCHD2 CIB1 CLINT1 CLU CNBP CNDP2 COX4I1 COX7C CREM CRYAB CSDE1 CTSH CXXC5 CYB5A CYSTM1 DCDC2 DDX5 DICER1 DSP DSTN DUSP1 DUSP6 DYNLT1 EEF1A1 EEF1D EEF2 EID1 EIF1 EIF4A2 EIF4G2 ENO1 EPCAM EPRS1 FAM107B FAU FTH1 FTL FUCA1 FXYD4 FYB2 GABARAPL1 GAPDH GATA3 GDF15 GNAS GPRC5C GPX1 GSTM3 GSTP1 GUK1 H3-3B HACD3 HADHA HINT1 HLA-A HLA-B HLA-C HNRNPA2B1 HNRNPA3 HNRNPDL HNRNPR HNRNPU HSD11B2 HSP90AA1 HSP90AB1 HSP90B1 HSPA9 HSPD1 ID1 IFITM2 IFITM3 IGFBP3 IGFBP7 IQGAP1 ISCU ITM2B ITM2C IVNS1ABP JAK1 KAZN KCNJ16 KIF5B KITLG KRT18 KRT19 KRT8 KTN1 LAMTOR5 LAPTM4A LDHA LDHB LITAF LLGL2 MAL MAL2 MAN1A1 MECOM METAP2 MGST3 MMP7 MNS1 MTATP6P1 MTUS1 MYH10 MYL12A MYL12B MYL6 MYO10 MYO1B NACA NAP1L1 NDRG1 NDUFA4 NORAD NPM1 NUCKS1 NUPR1 PABPC1 PAPOLA PAPPA PCM1 PCMTD1 PDE1A PDIA3 PDIA6 PDK4 PEBP1 PFDN5 PFKFB3 PGGHG PGK1 PIK3C2G PKM PLCL2 PLEKHA1 PLEKHA2 PLSCR1 PPIA PPIB PRDX1 PRDX6 PRKAG2 PRKAR1A PRPF40A PSAP PSMA7 PTBP3 PTGES3 PTMA PTPN13 PTTG1IP PWRN1 RACK1 RALBP1 RANBP2 RASD1 RBBP8 RDH10 REEP5 RHOA RHOBTB3 RNF213 RPL10 RPL10A RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL18 RPL19 RPL21 RPL23 RPL24 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL37A RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPS11 RPS12 RPS13 RPS14 RPS15 RPS16 RPS18 RPS19 RPS2 RPS20 RPS23 RPS24 RPS25 RPS27 RPS27A RPS28 RPS3A RPS4X RPS5 RPS6 RPS7 RPS8 RPS9 RPSA RSRP1 RTN3 RTN4 S100A10 S100A6 SARAF SAT1 SCIN SEC62 SEPTIN11 SEPTIN7 SERBP1 SERF2 SF3B1 SGPP1 SKIL SLC16A5 SLC38A1 SLC44A1 SLPI SMARCA5 SOD1 SOD2 SPTBN1 SPTBN2 SRP14 SRSF3 ST6GAL1 STIM2 SYTL2 TACSTD2 TAX1BP1 TGFBR1 TGOLN2 THSD7A TMBIM6 TMEM213 TMEM59 TMSB10 TMSB4X TOX TPI1 TPM4 TPR TPT1 TSPAN1 TXNIP UBA52 UBB UBE2D3 UBXN4 WFDC2 XRCC5 YBX1 YWHAB YWHAZ ZFP36L1 LAKE_ADULT_KIDNEY_C19_COLLECTING_DUCT_INTERCALATED_CELLS_TYPE_A_MEDULLA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAKE_ADULT_KIDNEY_C19_COLLECTING_DUCT_INTERCALATED_CELLS_TYPE_A_MEDULLA ACAT1 ACTG1 ACTR2 ADGRF1 ADGRG1 AKR1C1 ALDH1A1 ALDOA ANAPC16 ANXA2 APLP2 APP AQP2 ARF1 ARHGAP18 ARHGAP5 ARHGEF28 ARL6IP5 ATP1B1 ATP5F1A ATP5F1B ATP5F1C ATP5MC3 ATP5PB ATP6AP2 ATP6V0A4 ATP6V0B ATP6V0D2 ATP6V0E1 ATP6V1A ATP6V1G1 B2M BMPR1B BTF3 BTG1 C12orf75 CA12 CA2 CALCA CALM1 CANX CAPN2 CBR1 CCT6A CD164 CD24 CD46 CD59 CD63 CD74 CD9 CDH16 CHCHD10 CHCHD2 CIAO2B CIB1 CLCNKB CLIP1 CLU CNBP CNN3 COX4I1 COX5A COX5B COX7C CRYAB CRYBG3 CSDE1 CUL5 CYB5A CYCS CYSTM1 DDX5 DHRS7 DMRT2 DSP DYNLT1 DYNLT3 EEF1A1 EEF2 EID1 EIF1 EIF3K EIF4A2 ENO1 EPCAM EPRS1 EPS8 ERP27 EZR FAU FDFT1 FOXI1 FTH1 FTL FUBP1 FYB2 GABARAPL1 GAPDH GAS5 GHITM GNAS GPBP1 GPX1 GRB14 GSTP1 H1-0 H3-3B HADHA HADHB HECTD1 HINT1 HLA-B HLA-C HNRNPA2B1 HNRNPR HNRNPU HSP90AA1 HSP90AB1 HSP90B1 HSPA4 HSPA4L HSPA5 HSPA9 HSPB1 HSPD1 HSPH1 IDH2 IGFBP7 IL18 INSIG1 ISCU ITGA6 ITM2B JAK1 KIF5B KIT KMT2E KRT18 LAMTOR5 LAPTM4A LDHA LDHB LGALS3 LIMA1 LINC01187 LITAF MAL MAP1LC3B MARCHF1 MBOAT2 MDH1 MOB1B MPP7 MPPED2 MSMO1 MT2A MTATP6P1 MTR MYL12A MYL12B MYL6 NACA NAMPT NCOA7 NDUFA4 NDUFA5 NFE2L2 NORAD NPM1 NRDC PAFAH1B1 PAPOLA PCBP1 PDIA3 PDIA6 PEBP1 PFDN5 PGGHG PGK1 PHLDB2 PKM PLOD2 PNPLA8 PPIA PRDX1 PRDX6 PRKAR1A PRPF40A PSAP PSMA7 PTBP3 PTGER3 PTGES3 PTGR1 PTTG1IP RACK1 RALBP1 RANBP2 RASD1 RBBP8 RCAN2 REEP5 RETREG1 RHCG RHOA RPL10 RPL10A RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL18 RPL19 RPL21 RPL23 RPL24 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL37A RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPS11 RPS12 RPS13 RPS14 RPS15 RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS23 RPS24 RPS25 RPS27 RPS27A RPS28 RPS3 RPS3A RPS4X RPS5 RPS6 RPS7 RPS8 RPS9 RPSA RSRP1 RTN4 S100A10 SARAF SAT1 SCIN SEC62 SELENOW SEPTIN11 SERBP1 SERF2 SF3B1 SKP1 SLC16A5 SLC25A3 SLC25A39 SLC25A5 SLC26A7 SLC38A1 SLC4A1 SNHG29 SNTB1 SNX3 SOD1 SOD2 SPTBN1 SPTBN2 SRP14 ST6GAL1 STAP1 TACSTD2 TAF7 TAX1BP1 TBC1D14 TERF2IP TFCP2L1 TGOLN2 TM9SF3 TMBIM6 TMEM117 TMEM123 TMEM213 TMEM59 TMF1 TMPRSS2 TMSB4X TPI1 TPT1 TSPAN1 TXNIP TXNRD1 UBB UBE2D3 UBXN4 UQCRFS1 VAPA WFDC2 WWP1 XRCC5 YWHAB ZDHHC3 ZFAND5 LAKE_ADULT_KIDNEY_C1_EPITHELIAL_CELLS_UNASSIGNED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAKE_ADULT_KIDNEY_C1_EPITHELIAL_CELLS_UNASSIGNED CALD1 CMC2 CPQ CSMD2 DLGAP1 EPB41L3 FARP1 GMDS-DT GPX3 LRMDA LRP2 MACROD2 MAST4 MEIS2 NHS NPAS3 NRG3 PAMR1 PBX1 PLCL1 PTH1R PTPRD RAPGEF2 SLC13A3 SLC5A12 SPATA22 TAOK1 TLN2 TRABD2B ZBTB16 LAKE_ADULT_KIDNEY_C20_COLLECTING_DUCT_INTERCALATED_CELLS_TYPE_A_CORTEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAKE_ADULT_KIDNEY_C20_COLLECTING_DUCT_INTERCALATED_CELLS_TYPE_A_CORTEX ABCA5 ABCC4 ADAMTSL1 ADGRF1 ADGRF5 AHCYL2 AKAP9 ARHGAP18 ARHGEF28 ARL15 ATP6V0A4 ATP6V0D2 ATP6V1A ATP6V1C2 ATXN1 BDP1 BRAF BTBD9 CA12 CA8 CAB39 CACNB2 CGNL1 CLIP1 CLNK COBLL1 CPEB4 DIP2C DLG1 DOCK8 DPH6 DSP EPS8 ESRRG EZR FAF1 FBXL17 FER FGD4 FNBP1L FNDC3A FOXO1 FOXP1 FREM1 FYB2 GALNT17 GLCCI1 GLIS3 GMDS-DT GNAQ GPAT3 GPHN GRB14 GULP1 HIPK2 HS6ST3 IGFBP5 IL18 ITGA6 ITGAV ITPR1 ITPR2 KANSL1L KIAA1217 KIAA1328 KIF21A LGR4 LIMCH1 LINC-PINT LRMDA LUC7L3 MACROD2 MAGI1 MAGI3 MAP4K3 MAPK8 MBNL1 MOB1B MPPED2 MSI2 MTR MYO10 MYO1D NCOA1 NCOA2 NEDD4L NR3C2 NRDC NRXN3 NXPH2 OSBPL3 OXR1 PACRG PCNX4 PDE1A PDE1C PDE4D PICALM PLCG2 PLCL1 PNISR PPARGC1A PPP1R12B PPP3CA PRKCA PRKCE PRKG1 PRKN PSD3 PTGER3 PTPRJ RALGAPA1 RALGPS2 RAPGEF2 RBM25 RCAN2 RERE RNF152 RUFY3 SAMD5 SBF2 SCAPER SCIN SEMA3C SETBP1 SHOC1 SHROOM3 SKAP1 SLC26A7 SLC4A1 SLIT2 SNHG14 SNTB1 STK3 SUMF1 TBC1D1 TBC1D14 TBC1D4 TFCP2L1 THRB THRB-AS1 THSD7A TMEM101 TMEM117 TMEM213 TRIM2 UBR3 WWOX WWP1 XIST ZBTB20 ZSWIM6 LAKE_ADULT_KIDNEY_C21_COLLECTING_DUCT_INTERCALATED_CELLS_TYPE_B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAKE_ADULT_KIDNEY_C21_COLLECTING_DUCT_INTERCALATED_CELLS_TYPE_B ADAMTSL1 ADAMTSL3 ARHGAP18 ARL15 ARSJ ATP6V0A4 ATP6V0D2 ATP6V1H BMPR1B CA12 CA8 CELF2 CGNL1 CLNK COL4A4 DACH1 DGKI EPS8 ESRRG FAF1 FBXL17 FHIT FOXO1 FOXP1 FREM1 GAREM1 GLCCI1 GPC6 GPHN GULP1 HERC1 IGFBP5 IL18 IQGAP2 ITGA6 JADE1 KIF13B KIF21A KMT2C L3MBTL4 LGR4 LPP LRMDA MACROD2 MAGI1 MAGI3 MAP3K5 MAPK8 MEF2A MITF MSI2 MYRIP NCOA2 NCOA7 NEBL NEDD4L NR3C2 OSBPL3 PACRG PARD3B PDE1C PDE4D PHLDB2 PICALM PLCG2 PLCL1 PPARG PPARGC1A PPP3CA PRKCE PRKN PSD3 PTPRJ QKI RALGAPA2 RCAN2 RNF150 RNF152 RORA SCIN SDCCAG8 SEMA3C SIK3 SKAP1 SLC26A4 SLC35F3 SLC4A9 SNTB1 SOX6 SPTLC3 SSBP2 TBC1D4 TBC1D5 TBL1X TFCP2L1 TMEM117 TMEM213 TRHDE UBE2E2 WDR72 WWOX XIST ZBTB20 LAKE_ADULT_KIDNEY_C22_ENDOTHELIAL_CELLS_GLOMERULAR_CAPILLARIES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAKE_ADULT_KIDNEY_C22_ENDOTHELIAL_CELLS_GLOMERULAR_CAPILLARIES ADGRF5 ADGRL2 AKAP12 AKT3 ALDOB ANKS1A APBB2 APP ARGLU1 ARHGAP26 ARHGEF12 ARHGEF3 ARL15 ASAP1 BCAS3 BMPR2 CACNA1C CACNA2D1 CADPS2 CALD1 CDH13 CEP112 CHRM3 COL4A1 COL4A2 DNAJB1 DNAJC1 DOCK4 DPYD DYRK1A EBF1 ELMO1 EMCN EPAS1 EPB41L4A EXOC6B FBXL7 FCHSD2 FKBP5 FLT1 FMNL2 FOS GNA14 GNAQ GPC5 GPX3 GRB10 HECW2 HERC1 HIBCH HIPK2 HIVEP3 HLA-E HSP90AA1 HSPA1A HSPH1 IGFBP5 IL6ST ITGA1 ITGA8 JMJD1C KALRN KIAA1217 LDB2 LDLRAD4 LIFR LIMCH1 LRCH1 MACF1 MACROD2 MAML3 MBNL1 MED13L MEF2A MEIS2 MTSS1 MYO1E NCOA1 NFIA NKTR NOSTRIN NRG3 NTN4 PAN3 PBX1 PDE8A PEAK1 PIAS1 PIK3C2A PIP4K2A PITPNC1 PLAT PLPP1 PLPP3 PLXDC2 PPFIBP1 PREX2 PRKCA PRKCE PRKG1 PTPRB PTPRG PTPRM QKI RABGAP1L RAPGEF4 RASAL2 RBMS1 RBMS3 RFX3 SASH1 SBF2 SEC14L1 SHANK3 SLCO2A1 SMYD3 SNED1 SORBS2 SPTBN1 ST6GAL1 ST6GALNAC3 STARD13 SVIL SYNE1 TACC1 TCF4 TEK TGFBR2 TIMP3 TJP1 TMTC1 TTC28 UACA UTRN ZBTB16 ZEB1 ZSWIM6 LAKE_ADULT_KIDNEY_C23_ENDOTHELIAL_CELLS_AVR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAKE_ADULT_KIDNEY_C23_ENDOTHELIAL_CELLS_AVR ACTG1 ADAMTS9 ADGRF5 ADGRL4 AHNAK AKT3 APP ARHGAP26 ARHGAP29 ASAP1 B2M CANX CAVIN2 CD59 CD63 CD74 CD9 CEACAM1 CNN3 DDX5 DNASE1L3 DOCK4 EEF1A1 EGFL7 EIF1 EMCN ENG EPAS1 FBXL7 FLT1 FN1 FTH1 FTL GAPDH GPM6A H3-3B HLA-B HLA-DRA HLA-DRB1 HLA-E HNRNPA2B1 HNRNPDL HSP90AB1 HSP90B1 ID1 IFITM3 IGFBP5 IGFBP7 IL6ST JAK1 KALRN LDB2 MEF2A MEIS2 MIR99AHG MT2A MYL12A MYL12B MYL6 NAMPT NCL NPM1 PABPC1 PBX1 PECAM1 PLAT PLPP3 PPFIBP1 PRDX1 PSMA7 PTMA PTPRB PTPRM PTTG1IP QKI RACK1 RASAL2 RBMS1 RBMS3 RHOA RPL10 RPL13 RPL13A RPL18 RPL19 RPL3 RPL31 RPL4 RPL5 RPL7 RPL8 RPLP0 RPLP1 RPLP2 RPS12 RPS14 RPS16 RPS19 RPS2 RPS23 RPS27A RPS6 RPS8 SASH1 SH3BP5 SPTBN1 ST6GALNAC3 TCF4 TCIM TFPI TGFBR2 TGM2 TIMP3 TLL1 TMSB10 TMSB4X TMTC2 TPT1 TXNIP UBE2D3 UTRN VIM XRCC5 YWHAB ZEB1 ZNF385D LAKE_ADULT_KIDNEY_C24_ENDOTHELIAL_CELLS_AEA_AND_DVR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAKE_ADULT_KIDNEY_C24_ENDOTHELIAL_CELLS_AEA_AND_DVR A2M ABI3BP ACTG1 ADAMTS1 ADAMTS6 ADAMTS9 ADGRF5 ADGRL4 AHNAK AKAP13 AKT3 APBB2 APP AQP1 ARGLU1 ARHGAP26 ARL15 B2M BMPR2 CALD1 CALM1 CD46 CD59 CD74 CD93 CDC42BPA CHRM3 CLDN5 CLIC4 CRIM1 CRYBG3 DEPP1 DNAJA1 DOCK4 DOCK9 DPYD DST DUSP1 EBF1 EGFL7 EIF1 ELMO1 EMCN EMP1 ENPP2 EPAS1 EXOC6 EXOC6B FBXL7 FCHSD2 FLT1 FOS FTL H3-3B HLA-B HLA-DRA HLA-DRB1 HLA-E HSP90AA1 HSP90AB1 HSP90B1 HSPA5 HSPH1 ID1 IFITM2 IFITM3 IL6ST IQGAP1 KCTD12 KIF5B KLF12 LDB2 LIMCH1 MACF1 MBNL1 MEF2A MEF2C MEIS2 MTUS1 MYH9 MYL12A MYL12B MYL6 NAMPT NFKBIA NPM1 PABPC1 PALMD PDE3A PDLIM5 PECAM1 PIK3C2A PLCB1 PLCB4 PLPP1 PODXL PSAP PTMA PTPRB PTPRG PTPRM PTTG1IP RALGAPA2 RASAL2 RBMS3 RHOA ROCK2 RPL10 RPL11 RPL14 RPL15 RPL19 RPL3 RPL4 RPL5 RPLP0 RPLP1 RPS16 RPS18 RPS2 RPS5 RPS6 SOX5 SP100 SPARC SPTBN1 SRGN SRP14 ST6GALNAC3 STOM SYN3 SYNE1 TACC1 TCF4 THSD4 THSD7A TIMP3 TJP1 TM4SF1 TMSB10 TMSB4X TMTC1 TPM3 TPT1 TTC28 UACA UBE2D3 UTRN VIM WWTR1 YWHAB ZEB1 LAKE_ADULT_KIDNEY_C25_ENDOTHELIAL_CELLS_UNASSIGNED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAKE_ADULT_KIDNEY_C25_ENDOTHELIAL_CELLS_UNASSIGNED ARL15 ASAP1 CAST CPNE8 DOCK5 DOCK9 EFNA5 EPB41L4A FBXL7 FCHSD2 FOXP1 FOXP2 KALRN KMT2E LDB2 MMRN1 MYH9 PDE7B PLCB4 PPFIBP1 PPP3CA PROX1 RALGAPA2 SEMA3A SRPK2 SSH2 ST6GALNAC3 STOX2 TCF12 TCF4 TFPI TMEM161B-DT TPM4 TSHZ2 UTRN ZFAND3 ZFC3H1 ZFHX3 LAKE_ADULT_KIDNEY_C26_MESANGIAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAKE_ADULT_KIDNEY_C26_MESANGIAL_CELLS A2M ACTN4 ADGRF5 ADGRL2 AGTR1 AHNAK AKAP12 AKAP9 AKT3 ALDOB ANKRD11 ANKRD12 APBB2 AQP1 ARGLU1 ARID5B ASCC3 B2M BMPR2 C7 CACNA2D1 CALD1 CAMK2D CBLB CDC42BPA COL12A1 COL25A1 COL4A1 COL4A2 CPM CRIM1 DAAM2 DAPK2 DGKH DLC1 DLEU2 DNAJB1 DOCK4 DOCK8 DPYD DST DUSP1 EBF1 EGR1 ELL2 EMCN ENG EPAS1 EPB41L2 EPS8 ETS1 EXT1 FBXL7 FCHSD2 FOS FOSB FRMD4A FTX GAS2 GATA3 GPX3 HERC1 HIPK2 HLA-E HSP90AA1 HSPA1A HSPA1B HSPB1 HSPH1 IGFBP5 IGFBP7 IL18R1 IL1RAPL1 IL6ST INPP4B ITGA1 ITGA11 ITGA8 ITPR1 JUN KALRN LAMA2 LHFPL6 LINC-PINT LMO7 LPP MAML2 MAML3 MAP3K5 MEF2C MEIS1 MEIS2 MGP MTSS1 MYH9 MYO1D MYO1E NBEA NBEAL1 NCOA1 NEAT1 NEK7 NFKBIA NKTR NR2F2-AS1 NR4A1 NRG3 PALLD PCDH9 PDE3A PDE7B PDGFRB PDS5B PHTF2 PIEZO2 PIP5K1B PLCL1 PLPP1 PLXDC2 POSTN PPARG PPP1R12A PRKCA PRKG1 PRR16 PSD3 PTEN PTPRD PTPRG PTPRM RAPGEF2 RAPGEF5 RAPH1 RASAL2 RBMS1 RBMS3 ROBO1 ROCK1 ROCK2 RORA SAMD12 SBF2 SEPTIN7 SH3D19 SLC38A2 SLCO3A1 SPAG9 SPARC SPOCK1 SPTBN1 SSBP2 STARD13 SYNE1 TACC1 TBC1D1 TBL1X TCF4 TEX41 TIMP3 TJP1 TMSB4X TMTC1 TNS1 TNS3 TOP1 TSC22D1 TTC28 UACA UBC UBR3 UNC5C USP53 UTRN WNK1 ZBTB16 ZEB2 ZFP36L1 LAKE_ADULT_KIDNEY_C27_VASCULAR_SMOOTH_MUSCLE_CELLS_AND_PERICYTES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAKE_ADULT_KIDNEY_C27_VASCULAR_SMOOTH_MUSCLE_CELLS_AND_PERICYTES A2M ACTA2 ACTN4 ADGRL3 ADIRF AFF3 AKAP12 AKAP13 AKAP6 AKT3 ALDOB ANKRD36 APBB2 ARHGAP6 ARHGEF7 ARID1B ARID5B ARIH1 ATF3 ATP10A AUTS2 BMPR2 CACNA1C CACNA2D1 CACNB2 CALD1 CAMK2D CBLB CDC42BPA CDH13 CLMN COL18A1 COL4A1 COL4A2 CRIM1 CTNNA3 DGKB DGKG DGKH DLC1 DLG2 DMD DNAJB1 DOCK4 DST DSTN DUSP1 DYRK1A EBF1 EGR1 EPAS1 EPS8 ESYT2 FBXL7 FCHSD2 FER FLNA FOS FOSB FRY FTX GPC6 GPX3 GRID2 HIP1 HPSE2 HSPA1A HSPA1B HSPH1 IGFBP5 INPP4B ITGA1 JUN JUNB KALRN KCNAB1 KIF13A LHFPL6 LPP LRCH1 MAML3 MAP3K5 MBNL1 MCAM MED13L MEF2C MEIS2 MSRB3 MYH11 MYH9 MYLK MYO1D NBEAL1 NEAT1 NHS NR2F2-AS1 NR4A1 NRXN3 NTRK3 PALLD PAN3 PAWR PBX1 PDE1A PDE3A PDLIM5 PDZRN4 PIP5K1B PLCL1 PLPP1 PPP1R12A PPP1R12B PRKG1 PTEN PTPRG RAPGEF2 RASAL2 RBMS3 RBPMS RCAN2 RERG RGS6 ROCK1 ROCK2 SDK1 SIK3 SLC8A1 SLCO3A1 SLIT3 SORBS2 SOX5 SPARCL1 SSBP2 SYNPO2 TACC1 TAGLN TBC1D1 TBX2 THSD4 TIMP3 TJP1 TMTC1 TNS1 TPM1 TTC28 UBC UBR3 UTRN VCL WSB1 ZEB1 ZFHX3 ZFP36 ZFP36L1 ZNF704 LAKE_ADULT_KIDNEY_C28_INTERSTITIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAKE_ADULT_KIDNEY_C28_INTERSTITIUM A2M AKAP12 AKT3 APBB2 ARHGAP10 AUTS2 C7 CACNA1C CALD1 CBLB CCN1 COL4A1 COL4A2 COL4A4 DACH1 DCN DGKH DPYD DST EBF1 EPS8 EXT1 FNDC3B FOXO3 IGFBP7 IL6ST INPP4B ITGA1 ITSN1 KALRN KIAA1217 LAMA2 LDB2 LHFPL6 LINC-PINT LPP MAP3K5 MED13L MEIS1 MEIS2 MGP MIR99AHG NAV2 NEGR1 NFIA NR2F2-AS1 PALLD PDLIM5 PLXDC2 PRKCA PRKG1 PTEN RASAL2 RBMS1 RBMS3 RERG REV3L ROCK1 ROCK2 RPLP1 SBF2 SCMH1 SETBP1 SLIT3 SORBS1 SSBP2 STK3 SYNE1 TACC1 TCF12 THBS1 THSD4 TIMP3 TMSB4X TNC TPM1 TSHZ2 TTC28 UACA UBE2E2 UGGT2 USP53 UTRN VMP1 ZBTB16 ZEB2 LAKE_ADULT_KIDNEY_C29_UNKNOWN_NOVEL_PT_CFH_POS_SUBPOPULATION_S2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAKE_ADULT_KIDNEY_C29_UNKNOWN_NOVEL_PT_CFH_POS_SUBPOPULATION_S2 ACSM3 AGBL4 AKT3 ALDH1A2 ARGLU1 ARHGAP29 AUTS2 BCL2 BICC1 BICD1 BNC2 CASC15 CCDC198 CCN2 CEP112 CFH CNTN4 CRIM1 CTTNBP2 DANT2 DCDC2 DLG2 DPYD DST EDIL3 EHBP1 ENTREP2 EXT1 FBXL7 FER FRMD4A GALNT14 GPHN GULP1 ITGB8 KANK1 KCNT2 KLF6 L3MBTL4 LINC01435 MACF1 MACROD2 MAGI2 MAML3 MBD5 MGAT4C MYO9A NALF1 NEDD9 NOX4 NR2F2-AS1 NRG3 OSBPL10 PALLD PARD3 PARD3B PAWR PDE1A PDE7B PLCB4 PLEKHA7 PRUNE2 RBFOX1 RBMS3 RERG RHEX RORA SHROOM3 SLIT3 SPIDR SVIL SYNE1 TENM3 THRB TMEM178B TPM1 TRAPPC9 TSHZ2 TTC28 UTRN WWOX ZBTB16 ZBTB20 ZDHHC14 ZEB1 ZFPM2 LAKE_ADULT_KIDNEY_C2_PODOCYTES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAKE_ADULT_KIDNEY_C2_PODOCYTES ABLIM2 ACTN4 ADAMTS19 ADAMTS9 ADAMTS9-AS2 ADD3 AHNAK AKT3 ALS2CL ANKRD11 ANKRD12 ANKRD36 APBB2 ARHGAP28 ARHGEF12 ARHGEF26 ARHGEF3 ARMH4 ATP10A BACH1 BCKDHB BICD1 BMPR2 CA10 CACNB2 CALD1 CAST CBLB CCDC148 CCDC91 CCN2 CDC14A CDK6 CDKN1C CEP112 CERS6 CLIC5 CMAHP CMYA5 COL4A3 COL4A4 CPEB4 CPNE8 CPQ CR1 CRIM1 CSPP1 CTDSPL CTTNBP2 DACH1 DACH2 DLG2 DOCK4 DOCK5 DPP6 DST DYNC2H1 EEA1 EML4 ENPEP EPB41L5 ERBIN ERC1 EXPH5 FAT1 FBXL7 FCHSD2 FGF1 FMN2 FMNL2 FNDC3B FRMD3 FRY FTX FYN GHR GMDS GOLIM4 GPC6 GPHN GPX3 GULP1 HIVEP2 HTRA1 IGF1R INTS12 IQCJ-SCHIP1 IQGAP2 ITGA1 ITGAV ITGB8 KANK1 KCNQ1OT1 KIF13A KIF1B KIRREL1 KLF7 KLHL29 LARGE1 LRRC2 LUC7L3 MACF1 MACROD2 MAGI2 MAGI2-AS3 MAML3 MBD5 MGAT5 MIB1 MME MSI2 MTSS1 MYH9 MYO1B MYO1D MYO1E NCOA1 NEBL NES NFASC NLK NPAS3 NPHS1 NPHS2 NPNT NTNG1 P3H2 PALLD PALS1 PAM PAN3 PARD3 PARD3B PAWR PCED1B PCNX4 PCOLCE2 PDE7B PDLIM5 PHACTR4 PICALM PLA2R1 PLCE1 PLXDC2 PODXL PRKG1 PSD3 PTH1R PTPN13 PTPN14 PTPRD PTPRO PTPRQ QKI RABGAP1L RAI14 RASSF8 RBFOX1 RBMS1 RDX RERG RETREG1 RNF150 ROBO2 ROCK1 RYR3 SBF2 SEMA5A SEPTIN11 SGIP1 SH3RF1 SIK3 SLC7A8 SLK SOX2-OT SOX6 SPAG16 SPATS2L SPOCK1 SPOCK2 SRGAP1 SRGAP2 SRGAP2C SSBP2 ST3GAL6 ST6GALNAC3 SULF1 TANC1 TARID TBC1D1 TEAD1 TENM2 TENM3 TET2 TGFBR3 THSD7A TJP1 TMEM245 UACA UBA6-DT UBE2E2 UNC5C UTRN VEGFA VTI1A WIPF3 WWOX XIST ZDHHC6 ZNF804A ZNRF3 ZSWIM6 LAKE_ADULT_KIDNEY_C30_IMMUNE_CELLS_MACROPHAGES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAKE_ADULT_KIDNEY_C30_IMMUNE_CELLS_MACROPHAGES AKAP12 ARHGAP15 CD163 DPYD FKBP5 IL7R MED13L PTPRC SP100 TCF12 LAKE_ADULT_KIDNEY_C3_PROXIMAL_TUBULE_EPITHELIAL_CELLS_S1_S2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAKE_ADULT_KIDNEY_C3_PROXIMAL_TUBULE_EPITHELIAL_CELLS_S1_S2 ABLIM1 ACMSD ACSM2A ACSM2B ADAMTS9-AS1 AFDN AFM AGAP1 AGXT2 AIG1 AKAP13 ALDOB ANK2 ANK3 ANKIB1 ANKRD11 ANKRD26 ANKS1B AOPEP ARHGAP6 ARHGEF28 ASH1L ASTN2 BCAS3 BCL2 BHMT BNC2 CALD1 CCDC198 CDK14 CGNL1 CHD9 CLDN10 CNKSR3 CNTN4 COL4A1 COMMD10 CPM CRADD CRYL1 CSPP1 CUBN CUX1 CWF19L2 DANT2 DENND1A DIP2C DLG2 DPH6 DPYS DYNC2I1 EBNA1BP2 EHBP1 ENOSF1 ENPEP EPB41L3 ERRFI1 EXOC4 FARP1 FGD4 FGGY FHIT FHOD3 FKBP5 FRAS1 FRMD3 FRMD4B FTX GALNT14 GALNT18 GLYAT GMDS-DT GOLGA4 GOLGB1 GPC6 GPHN GPX3 GRAMD1B HIBCH HPN IGF1R INSR KANK1 KANSL1L KCNJ15 KCNQ1OT1 L3MBTL4 LINC00871 LINC01060 LINC01320 LINC01515 LPP LRMDA LRP2 LUC7L3 MACROD2 MAP3K13 MAPK10 MAST4 MBD5 MIR100HG MME MSRA MYO6 N4BP2L2 NCKAP5 NEAT1 NEDD4L NFIA NFIB NHS NLGN1 NOX4 NRP1 OGA P3H2 PARD3 PATJ PAX8 PBX1 PCCA PCDH15 PCLO PCSK5 PDE4D PDE7A PDE8A PDZD2 PKHD1 PLEKHA5 PLEKHA6 PLEKHA7 PLG PLXDC2 PNISR PPARA PPFIBP1 PPP1R21 PRKN PRRC2C PRUNE2 PTH1R PTH2R PTPRD PTPRG PTPRJ PTPRM PUM3 RAB11FIP3 RABGAP1L RALYL RBM25 RBM47 RBM6 RERE RERG RHEX RHOBTB1 RMST RNF152 RORA SAFB2 SAMD5 SCAPER SCMH1 SDK1 SETBP1 SIK2 SIPA1L1 SLC13A1 SLC13A3 SLC16A12 SLC16A9 SLC17A1 SLC17A3 SLC1A1 SLC28A1 SLC2A9 SLC4A4 SLC5A12 SLIT2 SMIM2-AS1 SMYD3 SNHG14 SNX29 SORBS2 SORCS1 SPAG9 SREK1 SRRM2 SRSF11 SUGCT SUMF1 SYNE2 TACC1 TEAD1 TFDP2 THOC2 TINAG TLN2 TNRC6A TNRC6B TNS1 TRABD2B TRPM3 TRPS1 TTC28 UBE2E2 UGT2B7 ULK4 VPS13A VWA8 WDFY3 WDR72 WWOX ZBTB16 ZBTB20 ZBTB38 ZC3H13 ZHX3 ZNF804B LAKE_ADULT_KIDNEY_C4_PROXIMAL_TUBULE_EPITHELIAL_CELLS_S2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAKE_ADULT_KIDNEY_C4_PROXIMAL_TUBULE_EPITHELIAL_CELLS_S2 ABLIM1 ACSM2A ACSM2B ACSM3 ADAMTS9-AS1 AGAP1 AGBL4 AKAP12 AKAP13 ALPK2 ANK3 ANKIB1 ANKRD26 AOPEP ARGLU1 ARHGAP26 ARHGAP6 BABAM2 BCL2 BDP1 BICC1 BNC2 CALD1 CAMKMT CCDC198 CDH6 CDK14 CDKAL1 CLIC4 CLSTN2 CNKSR3 CNTN4 COL18A1 COL4A1 COL4A2 CREB5 CRIM1 CUX1 DANT2 DCDC2 DGKH DIP2C DLG1 DLG2 DLGAP1 DNAH14 DYNC2I1 EIF4G3 EPB41L4A EPS8 ERRFI1 EXOC4 EXT1 FAF1 FARP1 FHIT FHOD3 FKBP5 FMNL2 FOXP2 FTX GALNT14 GLIS3 GLS GMDS-DT GNAQ GPC6 GULP1 IGF1R ITGAV ITGB8 ITSN1 KANK1 KANSL1 KANSL1L KCNJ15 KIAA1217 KLF12 KLF6 L3MBTL4 LINC01320 LPP LRMDA LRP2 MACC1 MAML2 MAPK10 MAST4 MBD5 MEF2A NBEA NCKAP5 NEAT1 NFIA NFIB NHS NLGN1 NOX4 NRG3 NRP1 NTN4 OXR1 P3H2 PAM PARD3 PARD3B PATJ PAX8 PDE4D PDE7A PDE8A PDLIM5 PICALM PKHD1 PLCL1 PLEKHA5 PLXDC2 PPFIBP1 PPP1R9A PRKN PRUNE2 PTH2R PTK2 PTPRD PTPRG PTPRK PTPRM RAPGEF2 RASAL2 RBMS3 RBPMS RERE RERG RETREG1 RHEX RHOBTB1 RNF213 RORA SAMD4A SASH1 SBF2 SCMH1 SDK1 SEMA5A SHROOM3 SIPA1L1 SLC13A1 SLC16A12 SLC17A1 SLC2A9 SORBS2 SOX6 SPATS2L SSH2 STOX2 SUMF1 SVIL SYNE2 TCF12 TMEM178B TNIK TPM1 TRABD2B TRIO TTC28 UBE2E2 UGT2B7 VPS13A VWA8 WDFY3 WWC1 WWOX ZBTB16 ZBTB20 ZBTB38 ZFAND3 LAKE_ADULT_KIDNEY_C5_PROXIMAL_TUBULE_EPITHELIAL_CELLS_STRESS_INFLAM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAKE_ADULT_KIDNEY_C5_PROXIMAL_TUBULE_EPITHELIAL_CELLS_STRESS_INFLAM ABAT ABCC2 ACACB ACIN1 ACSF2 ACSM2A ACSM2B ADAMTS8 ADD1 ADGRV1 AFM AFMID AGMO AGPAT3 AGXT2 AHI1-DT AIG1 AK4 AK9 AKAP13 ALDH6A1 ALDOB ANK1 ANKRD11 ANKS1B ANPEP AP3D1 AQP4-AS1 ARHGAP10 ARHGAP26 ARHGAP42 ARID4A ASPA ASPSCR1 ASS1 ASTN2 ASXL1 ATP2A2 ATXN7L1 BAZ1B BAZ2A BBS9 BCL2 BCOR BHMT BICDL1 BNIP3L BRD4 BRD9 BTNL10P C11orf65 C19orf12 C2orf27A C4orf19 C9orf85 CACNA1C CACNA1D CAMK4 CCAR1 CCDC149 CCDC191 CCND3 CDON CDR2 CFAP46 CFDP1 CHD2 CHD6 CHRM3 CLTC CLUAP1 CMBL CNTN1 CNTN4 CNTNAP2 COL27A1 COL4A1 CRADD CREBBP CRYL1 CSMD1 CSMD2 CSPP1 CTNNA3 CTSH CUBN CUX1 CYP2R1 CYP3A5 CYP4A22-AS1 CYTH1 DAB1 DCC DEPTOR DHRS3 DHTKD1 DIP2B DLG2 DMD DNAH2 DNM1 DNM2 DOK6 DPH6 DPP10 DPYS DRD3 DYNC2I1 DZIP1 EBNA1BP2 ECHDC2 EGR1 EIF5B EMX2OS ENOSF1 ENOX1 ENPP6 EOLA1-DT EOLA2-DT EPHA8 EPHX2 EPS8L2 EYA2 FAM227B FGD4 FGGY FKBP5 FMN1 FOS FRAS1 FRMD3 FRMD4A FRMD4B FRMD6-AS2 FSIP1 FXR2 GABBR2 GACAT3 GADD45A GALM GAS5 GCNT2 GHR GLIS1 GMDS-DT GNGT2 GOLGB1 GON4L GPX3 GRAMD1B GRIN2B GTF2IRD1 GUSBP11 HECW1 HIP1 HMGB1 HNF1A-AS1 HOOK2 HPN IGF2BP2 IL1RAPL2 IL36B INSR ITCH ITSN1 KAT6B KCNJ15 KCNK5 KDM2A KIAA1549 KIAA1671 KIF12 KIF26B KIFC3 KLHDC8A KMT2B LARGE1 LARP1 LENG8 LIN52 LINC00276 LINC00402 LINC00635 LINC00671 LINC00871 LINC00907 LINC01060 LINC01239 LINC01255 LINC01322 LINC01515 LINGO1 LMCD1-AS1 LRFN2 LRP2 LRRC4C LSAMP LUC7L LUC7L3 MACROD2 MAL2 MAOB MAP3K13 MAPT MARK2 MCTP1 MDN1 MET METTL7A MFSD4B MIOX MIR100HG MLXIPL MME MMP15 MOGAT1 MSRA MYO6 MYRIP NCKAP5 NCOR1 NELL1 NFE2L1 NFIC NFIX NFKBIA NHS NQO2 NR6A1 NRG1 NRP1 NRSN2-AS1 NSMF NSUN6 NT5C2 NUMB OGA OPHN1 OPTN OSBPL1A OTUD7A P4HA1 PAPPA2 PAQR5 PARP10 PAX2 PAX8 PCDH15 PCK1 PCSK5 PDE10A PDE4D PDHX PDZD2 PFKL PGPEP1 PHF14 PHF20 PIGL PIP5K1A PLCG2 PLEKHA5 PLEKHA6 PLEKHA7 PLG PNISR POR PPARA PPM1L PPP1R16B PPP1R21 PPP2R5E PPP6R2 PRICKLE2 PRKAG2 PRKCE PRKRIP1 PRLR PRODH2 PRPF38B PRRC2C PRSS51 PRUNE2 PTH1R PTMS PTPRG R3HDML-AS1 RAB11FIP3 RAPGEF3 RASGEF1B RASSF4 RBM25 RBM39 RBM47 RBM6 RGL3 RGN RHOBTB1 RIMS2 RIN2 RNA5SP475 RNF115 RNF152 RNF212B RNF220 ROBO2 RORA RRH RUNX1 SAFB2 SAMD5 SCAF8 SEMA4D SHANK2 SHISA6 SHROOM4 SIPA1L3 SLC13A1 SLC13A3 SLC16A10 SLC16A12 SLC16A9 SLC17A1 SLC1A1 SLC22A11 SLC22A12 SLC22A6 SLC22A7 SLC26A3 SLC28A1 SLC2A9 SLC36A2 SLC39A11 SLC43A2 SLC47A1 SLC4A4 SLC5A12 SLC7A7 SLC7A8 SLIT3 SMARCC1 SMG6 SMIM2-AS1 SMIM24 SNX29 SORBS2 SORCS1 SPEF2 SPPL3 SREK1 SRPK2 SRRM2 SRRT SRSF11 STX8 SUCLG1 SUCLG2-DT SUGCT TANC2 TAPT1-AS1 TBCA TCEA3 TCF25 TENM2 TENM4 TENT5A TEX36 TFDP2 THOC2 TIMM23B TLN2 TMEM214 TMEM232 TMEM63A TNRC6A TNRC6B TNRC6C TNS1 TOB2 TPCN1 TPD52 TRA2B TRABD2B TRPM3 TTC23L TTTY14 UBE4B UBN1 ULK4 UNC13B UPB1 UPF2 UPF3B UPP2 URGCP USH1C USP8 VDR WDR13 WDR19 WIPF1 WWOX XPC YTHDC1 ZBED3-AS1 ZBTB16 ZC3H13 ZC3H6 ZC4H2 ZFC3H1 ZHX3 ZMAT1 ZNF614 ZNF708 ZNF804B ZNF826P ZNF91 LAKE_ADULT_KIDNEY_C6_PROXIMAL_TUBULE_EPITHELIAL_CELLS_FIBRINOGEN_POS_S3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAKE_ADULT_KIDNEY_C6_PROXIMAL_TUBULE_EPITHELIAL_CELLS_FIBRINOGEN_POS_S3 ABCC4 ACMSD ADAMTS9-AS1 AGAP1 AGT AHI1 AKAP12 ALDH6A1 AOX1 APOL6 ARHGAP5 ARHGEF3 ASCC3 ASH1L ATM ATP11A BTG1 C6orf62 CAB39 CALM1 CANX CCNL1 CCT6A CD24 CD59 CDH6 CFI CHD1 CIB1 CLIC4 CLU CNDP2 CNKSR3 CNN3 CNTN4 COBL CRYAB CTSB CTSH CTSL CXCL14 CYB5A DICER1 DNAJC1 DOK6 ENO1 EPS8 EZR FAM135A FAU FBXL7 FCHO2 FGA FGB FGGY FMNL2 FNIP2 FOXP2 FTH1 FTL GALNT14 GATM GBP2 GCLC GLRX GPX3 GULP1 H2AC6 HINT1 HLA-E HOOK1 HSP90AA1 HSP90AB1 HSPA5 HSPA9 HSPD1 IL1R1 ITGB8 KCNIP4 KIF21A KRT18 L3MBTL4 LAPTM4A LINC00278 LINC01320 LPGAT1 LRP2 LRRK2 MACC1 MACF1 MAML2 MAST4 MGST1 MIOX MSRA MT1G NCKAP5 NEAT1 NFIA NLGN1 NRG1 NRP1 NT5C2 NUFIP2 OCIAD1 ODC1 PALS2 PARP14 PDZK1IP1 PEBP1 PHLDB2 PITPNC1 PLAAT4 PLCH1 PLEKHA1 PLSCR1 PNRC1 PRUNE2 PTGR1 PTPRK RALGAPA2 RASSF4 RHEX RNF19A RNF213 RPL18 RPL27 RPLP0 RPS15 RPS16 RPS19 RPS20 RPS23 RRBP1 SEMA6A SERPINA1 SERPINE2 SERPINF2 SIPA1L1 SKAP2 SLC13A1 SLC22A2 SLC27A2 SLC34A2 SLC3A1 SMIM2-AS1 SNX13 SOD1 SOD2 SPAG9 SPATS2L SPP1 SPTLC3 SQSTM1 SSBP2 STAT1 SVIL SYNE2 TAF1D TAX1BP1 TFPI TGM2 TINAG TKT TM9SF3 TMBIM6 TMSB10 TMTC2 TNFSF10 TRPS1 TXNRD1 UGCG UNC5CL VMP1 VPS13A WWTR1 ZBTB20 ZBTB38 ZFAND5 ZNF292 ZNF462 LAKE_ADULT_KIDNEY_C7_PROXIMAL_TUBULE_EPITHELIAL_CELLS_S3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAKE_ADULT_KIDNEY_C7_PROXIMAL_TUBULE_EPITHELIAL_CELLS_S3 AGBL4 AKAP12 ALDOB ANPEP AQP1 ARID5B ATP5F1E BCL2 BNC2 C11orf54 CALD1 CALM1 CCNI CD63 CDH6 CNDP2 CNKSR3 COL18A1 COL4A2 COX4I1 COX7C CTSB CXCL14 DCDC2 DLGAP1 EEF1A1 EEF2 EZR FTH1 FTL GALNT14 GATM GPX3 HINT1 HLA-A HSP90AB1 HSPA5 HSPD1 ITGAV ITGB8 KCNJ15 KLF6 LAPTM4A LRP2 MT1E MT1G MT2A MTATP6P1 NCL NFIA NOX4 NPM1 NUCKS1 NUMB PABPC1 PARD3 PDZK1IP1 PEBP1 PICALM PPFIBP1 PSAP PTMA PTPRD RERG RETREG1 RHEX RPL11 RPL12 RPL13 RPL13A RPL14 RPL18 RPL19 RPL21 RPL23 RPL24 RPL27 RPL27A RPL3 RPL31 RPL32 RPL34 RPL35 RPL35A RPL37 RPL37A RPL38 RPL4 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP1 RPLP2 RPS11 RPS12 RPS13 RPS14 RPS15 RPS16 RPS17 RPS18 RPS19 RPS20 RPS21 RPS23 RPS24 RPS25 RPS27A RPS28 RPS3A RPS4X RPS6 RPS7 RPS8 RPS9 RPSA S100A6 SDC4 SDK1 SERF2 SIPA1L1 SLC13A1 SLC16A12 SLC17A1 SPATS2L TMSB10 TPM1 TPT1 TTC28 UGT2B7 WWC1 ZBTB38 LAKE_ADULT_KIDNEY_C8_DECENDING_THIN_LIMB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAKE_ADULT_KIDNEY_C8_DECENDING_THIN_LIMB ACSL4 ACTG1 ADAM10 ADAMTS1 ADGRG1 ALDH1A2 ALDOA ANXA2 ANXA5 APLP2 ARF1 ARHGAP29 ARHGAP5 ASAH1 ATP5F1A ATP6V1G1 B2M BEX3 BTF3 BTG1 CALM1 CANX CAPN2 CCNI CCT6A CD164 CD24 CD59 CD63 CD9 CDH6 CEBPD CHD1 CIB1 CIRBP CLTA CLU CNBP CNDP2 CPE CRYAB CSDE1 CTSB CTSL CYB5A CYP24A1 CYSTM1 DDX5 DSP DSTN DUSP6 DYNLT1 EDF1 EDIL3 EEF1A1 EEF1B2 EEF1D EEF2 EGR1 EHF EID1 EIF1 EIF4A2 EIF4G2 EIF5 ENO1 EPCAM EPRS1 ERMP1 FAU FOXP2 FTH1 FTL FUBP1 GAPDH GAS5 GDF15 GNAS GPX1 GSTP1 H3-3B HIF1A HINT1 HIPK2 HLA-A HLA-B HMGB1 HNRNPA2B1 HNRNPA3 HNRNPC HNRNPDL HNRNPM HNRNPR HNRNPU HSP90AA1 HSP90AB1 HSP90B1 HSPA5 HSPA8 HSPA9 HSPD1 ID1 IFITM3 IGFBP7 IL6ST IQGAP1 ITGA2 ITGB6 ITM2B JAK1 KIF5B KRT18 KRT8 KTN1 LAPTM4A LDHA LDHB LINC01320 LITAF LMAN1 LRRK2 MAOA MET MMP7 MT2A MYL12A MYL12B MYL6 MYO9A NACA NAMPT NAP1L1 NCL NDUFA4 NFE2L2 NFKBIZ NORAD NPM1 ODC1 PABPC1 PAPOLA PAX8 PCBP1 PDIA3 PDIA6 PEBP1 PFDN5 PFKFB3 PGGHG PGK1 PKM PLEKHA1 PLOD2 PPIA PPIB PRDX1 PRPF40A PSMA7 PSMB1 PTBP3 PTGES3 PTMA PTTG1IP RACK1 RAN RASD1 REEP5 RHOA RPL10 RPL10A RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL18 RPL19 RPL21 RPL23 RPL24 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL37A RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPS11 RPS12 RPS13 RPS14 RPS15 RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS23 RPS24 RPS25 RPS27 RPS27A RPS28 RPS3A RPS4X RPS5 RPS6 RPS7 RPS8 RPS9 RPSA RTN4 S100A10 S100A6 SARAF SASH1 SAT1 SEC62 SERBP1 SERF2 SERPINA1 SERPING1 SF3B1 SKP1 SLC34A2 SLC38A1 SLPI SOD1 SOD2 SPP1 SRP14 SRSF3 TACSTD2 TAF1D TAX1BP1 TCIM TFPI TFPI2 TGM2 TIMP1 TMBIM6 TMEM59 TMF1 TMSB10 TNFRSF11B TNFSF10 TPI1 TPM1 TPM3 TPT1 TSC22D1 TXNIP UBA52 UBB UBE2D3 UBXN4 UGT2B7 VCAM1 VCL VMP1 XRCC5 YBX1 YWHAB ZFP36L1 ZNF770 LAKE_ADULT_KIDNEY_C9_THIN_ASCENDING_LIMB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAKE_ADULT_KIDNEY_C9_THIN_ASCENDING_LIMB ACSL4 ACTG1 ADGRG1 AIF1L AKR1B1 ALDOA ANK2 ANXA2 ANXA4 ANXA5 APLP2 APP ARF1 ARHGAP24 ARHGAP29 ASPH ATP5F1A ATP5F1B ATP5F1C ATP5MC3 ATP6V0E1 ATP6V1G1 B2M BEX3 BICC1 BTF3 BTG1 C12orf75 CALM1 CANX CAST CBR1 CCNI CCT6A CD24 CD59 CD63 CD9 CIB1 CIRBP CLDN1 CLDN10 CLINT1 CLU CNBP CNDP2 COL4A3 COX4I1 COX7C CRYAB CSDE1 CTNNA1 CYB5A CYCS CYS1 CYSTM1 DANCR DDX5 DEK DSTN DZIP1 EEF1A1 EEF1D EEF2 EID1 EIF1 EIF4A2 EIF4G2 ENO1 EPCAM ERMP1 FAU FCHO2 FOXP2 FTH1 FTL GAPDH GDF15 GNAS GOLM1 GPX1 GSTM3 GSTP1 H3-3B HECTD1 HIF1A HINT1 HLA-B HNRNPA2B1 HNRNPA3 HNRNPC HNRNPDL HNRNPM HNRNPR HNRNPU HOOK1 HSP90AA1 HSP90AB1 HSP90B1 HSPA5 HSPD1 IFITM2 IFITM3 IGFBP7 ITM2B IVNS1ABP JAK1 JTB KIF5B KRT18 KRT7 LAMTOR5 LAPTM4A LDHA LDHB LYPLAL1 MAL MAL2 MAOA MET MPC2 MYL12A MYL12B MYL6 NACA NAP1L1 NCL NCOA7 NDUFA4 NPM1 NTN4 OCIAD1 PABPC1 PDIA3 PDIA6 PEBP1 PFDN5 PFKFB3 PGK1 PKM PLEKHA1 PON2 PPIA PPIB PRDX1 PRDX6 PSMA7 PSMB1 PSME1 PTMA PTTG1IP RAC1 RACK1 RAN RARRES2 RBBP8 REEP5 RHOA RPL10 RPL10A RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL18 RPL19 RPL21 RPL23 RPL24 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL37A RPL4 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPS11 RPS12 RPS13 RPS14 RPS15 RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS23 RPS24 RPS25 RPS27A RPS3 RPS3A RPS4X RPS5 RPS6 RPS7 RPS8 RPS9 RPSA RSRP1 RTN4 S100A10 S100A6 SARAF SASH1 SAT1 SCCPDH SCIN SDHA SEPTIN11 SERBP1 SERF2 SERPINA1 SF3B1 SIM2 SKIL SLC16A5 SLC25A3 SLC34A2 SLPI SOD1 SOD2 SPP1 SRP14 SRSF3 SYTL2 TACSTD2 TAX1BP1 TCIM TFPI TGM2 TGOLN2 TIMP1 TMBIM6 TMEM176A TMEM59 TNFRSF11B TNFSF10 TPI1 TPM1 TPR TPT1 UBA52 UBB UBE2D3 UBXN4 UGT2B7 VAV3 VMP1 VPS13C WFDC2 XRCC5 YBX1 YWHAB ZFAND5 MANNO_MIDBRAIN_NEUROTYPES_BASAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANNO_MIDBRAIN_NEUROTYPES_BASAL ACTB ACTG1 ATF4 ATP5F1B ATP5F1E ATP5ME ATP5MG ATP5MJ ATP5PB ATP5PO BEX3 BRK1 BZW1 CFL1 CHCHD2 COX4I1 COX6B1 COX6C DDX5 DYNLL1 EEF1A1 EEF1G EEF2 EIF4A2 ELOB FAU FMC1-LUC7L2 GABARAP H3-3B HNRNPA2B1 HNRNPDL HNRNPK HNRNPU HSPA8 MARCKS NACA2 NDUFA13 PARK7 PCBP1 PFDN5 PSMB4 RBM39 RBM8A RPL13 RPL14 RPL15 RPL28 RPL3 RPL31 RPL34 RPL38 RPL41 RPL6 RPL7 RPL7A RPL8 RPL9 RPS27A RPS4X RPS8 RSRC2 SAP18 SEC61B SEC61G SERBP1 SF3B1 SKP1 SLC25A3 SON SRP14 SRSF5 SUB1 SUMO2 TSC22D1 TUBA1B UBB UBL5 UQCRB UQCRQ MANNO_MIDBRAIN_NEUROTYPES_HDA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANNO_MIDBRAIN_NEUROTYPES_HDA ACOT7 ACSL4 ACSL5 ACTL6B ACVR1B ADA2 ADARB2 ADCY2 ADCY8 AJAP1 AKAP1 AKAP12 AKR1C1 AKR1C2 AMPH ANK1 ANK2 ANK3 ANKRD12 ANKRD13B ANKRD36B ANKRD55 AP1S2 APLP1 APOL6 APP ARG2 ARHGAP23 ARHGEF3 ARL8A ARMH4 ASNS ATCAY ATP1A3 ATP2B2 ATP8A1 BASP1 BCL11A BEX2 BEX5 BICRAL BIN1 BIVM-ERCC5 C1QL1 C1orf35 C22orf42 C2CD4C CA1 CACNA1E CACNG2 CADM1 CADPS CALB2 CAMK2B CAMK2N1 CASZ1 CBLN2 CCDC136 CCSER1 CD2 CD24 CD27-AS1 CDC42EP3 CDH13 CDH4 CDK5R1 CELF3 CELF4 CELF5 CELSR3 CEP126 CGN CHD5 CHGA CHL1 CHRNA4 CHRNA7 CHST1 CLCN4 CLSTN2 CLUL1 CLVS1 CLVS2 CNGB1 CNTN1 COBL COL8A1 COLQ CPEB4 CPNE4 CRHBP CRMP1 CSMD1 CSRNP3 CTNNA2 CTTNBP2 CTXN2 CXADR CYRIA DAAM1 DACT1 DCLK1 DCX DDC DGKE DIRAS3 DLG2 DLG4 DLK1 DMTN DNASE1L1 DNER DNM3 DOCK4 DOK4 DOK6 DPP6 DPYSL3 DRAIC DSCAM EBF1 EBF2 EBF3 EDIL3 EEF1A2 EEPD1 EHBP1 EID2B ELAVL2 ELAVL3 ELAVL4 ELOVL3 ELOVL4 EN1 EN2 ENC1 ENO2 EPB41L1 EPHA5 ERBB4 ERC2 FAM13C FAM217B FAT3 FAXC FBLL1 FBXL16 FGF13 FGF9 FJX1 FNBP1 FNDC5 FNDC9 FOXA1 FOXA2 FOXP2 FRMD3 FSD1 FSTL4 FUT9 GABBR2 GABRA2 GABRB1 GABRB3 GABRG2 GALNT17 GAP43 GARNL3 GDAP1L1 GFRA1 GLCE GLRA2 GNAL GNAO1 GNAZ GNG2 GNG3 GOLGA7B GPC2 GPM6A GPR68 GPR85 GPRASP1 GPRIN3 GRIA1 GRIA3 GRIA4 GRIK2 GRIK3 GRIN3A GRIP1 GRIP2 GRM8 GSE1 HBA1 HBA2 HBG1 HBG2 HERC2P4 HIVEP3 HOOK1 HPCAL4 HPGD HS3ST4 ICA1L IGF1 IGSF9 INA INHBA-AS1 INSM1 IRF2BPL IRGQ JPH4 JUP KCNAB1 KCNIP4 KCNMA1 KCNN3 KCNQ3 KCTD8 KIF21B KIF3A KIF5C KIFC2 KLF7 KLHL1 KLHL14 KLHL29 KLHL32 KLHL35 L1CAM LAMC2 LDB2 LHFPL4 LMTK3 LMX1A LPCAT4 LRRC3B LRRC55 LRRC7 LSAMP LY6H LYST MAB21L1 MACO1 MAGI2 MAP1B MAP2 MAP3K11 MAP3K9 MAST1 MAST2 MED12L MEG3 MIAT MIR124-2HG MIR3917 MLLT11 MMP24 MSANTD3-TMEFF1 MTURN MTUS2 MUC16 MUC19 MYO5A MYRIP MYT1L NALF1 NAP1L3 NAV3 NCAM1 NCDN NEB NECTIN1 NEDD4L NEGR1 NFE2L3 NFIX NLGN4X NLK NMNAT2 NNAT NPY1R NR4A2 NREP NRXN1 NRXN2 NRXN3 NSG1 NSG2 NTM NTNG1 NTSR1 NYAP1 OLFM3 OPN5 OPRK1 OPTN OR4N2 PAK3 PAK5 PAK6 PAPPA PARP8 PBX1 PBX3 PCDH1 PCDHGC4 PDE4DIP PDZD7 PDZRN4 PGM2L1 PHACTR3 PIANP PID1 PIP4P2 PITX3 PKIA PLCXD3 PLEKHA1 PLEKHA6 PLEKHM3 PLPPR2 PLPPR4 PLXNA3 PLXNA4 PLXNC1 PNMA8B POU2F2 PPFIA2 PPP1R21 PPP2R3A PRDM8 PRKACB PRKAR1B PRKCA PRKCB PRKCZ PRKX PRLR PRRT2 PSD PSD2 PTGES3L PTK2B PTPN5 PTPRO PWAR1 RAB11FIP4 RAB9B RALGDS RALYL RAP1GAP2 RAPGEF5 RASSF5 RBFOX2 REEP1 REEP2 RELN RETREG1 RFPL1S RGS6 RIMS1 RIMS2 RIPOR2 RNF112 RNF113A RNF14 ROBO1 ROBO2 ROCK1 RTL9 RTN1 RUNDC3B SAMD14 SBK1 SCARNA22 SCD5 SCG3 SCG5 SCN2A SCN3A SCN3B SCN9A SDC1 SEMA3D SEMA3E SEMA6D SERINC1 SERTAD4 SEZ6L SEZ6L2 SH3BP5 SH3GL3 SH3PXD2A SHANK2-AS1 SHF SHISAL1 SHROOM2 SHTN1 SLC12A5 SLC16A14 SLC17A6 SLC18A1 SLC1A4 SLC24A3 SLC32A1 SLC39A8 SLC4A3 SLC4A8 SLC6A15 SLC8A2 SLITRK1 SLITRK4 SMIM18 SMPD3 SMURF1 SNAP25 SNAP91 SNORA12 SNORD116-29 SOBP SOX11 SPINT2 SRCIN1 SRGAP1 SRRM4 SSTR2 STAR STMN1 STMN2 STMN4 STOX2 SULT4A1 SV2A SV2B SVOP SYNJ1 SYT13 SYT4 SYT7 TAC1 TAFA1 TAGLN3 TBC1D3 TCEAL5 TENM1 TERF2 TERF2IP TFR2 TH THSD7B TLE2 TM2D3 TMCC3 TMEFF2 TMEM121B TMEM132B TMEM163 TMEM169 TMEM178B TMEM185B TMEM196 TMEM35A TMEM59L TMEM74B TMEM88 TMOD2 TOX2 TPPP TRIM38 TRIM46 TRIM67 TSPAN13 TSPAN7 TTC9B TTLL7 TUBA1A TUBB2B TUBB3 UBASH3B UBE2QL1 UCHL1 UGCG ULK3 UNC13A UNC79 VAV3 VWA5A XIST XKR4 XPR1 YPEL2 YWHAG ZBTB38 ZC2HC1A ZCCHC12 ZFHX2 ZFHX3 ZFP69B ZGLP1 ZNF33B ZNF385D ZNF568 ZNF57 ZNF697 MANNO_MIDBRAIN_NEUROTYPES_HDA1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANNO_MIDBRAIN_NEUROTYPES_HDA1 ABLIM3 ACSL4 ACSL6 ACTL6B ACVR2A ADAM2 ADAM22 ADARB2 ADCY1 ADCY2 ADCY8 AJAP1 AKAP9 AKR1C1 AKR1C2 AMER2 AMPH ANK1 ANK2 ANK3 ANKRD36B ANKRD44 AP1S2 APBA1 APLP1 APP ARG2 ARHGAP23 ARHGEF3 ARL8A ARMCX5-GPRASP2 ARMH4 ARRB1 ASB4 ASIC2 ASXL3 ATCAY ATP11C ATP1A3 ATP1B1 ATP8A2 ATP9A B3GALT2 BASP1 BCL11A BDNF BEND4 BEX5 BICRAL BNC2 C1orf35 C2CD4C C2CD5 CA1 CACNA1B CACNA1C CACNA1E CACNG2 CADM1 CADPS CADPS2 CALB1 CAMK2B CAMK2N1 CASP2 CBLN2 CCBE1 CCDC136 CCDC184 CCDC85A CCDC88A CCSER1 CD2 CD24 CDH13 CDH22 CDH3 CDH4 CDK14 CDK5R1 CDKL2 CDKN2D CELF3 CELF4 CELF5 CERS6 CHD3 CHD5 CHGA CHL1 CHN2 CHRNA4 CHRNA7 CHST1 CHSY3 CLASP2 CLCN4 CLVS1 CMIP CNR1 CNTN1 COMTD1 CORO2A CPEB3 CPEB4 CRMP1 CSMD1 CSMD2 CSMD3 CSRNP3 CTNNA2 CTXN2 CXADR CYP4X1 DAAM1 DAPK1 DCC DCLK1 DCX DDC DLK1 DMTN DNAJB5 DNAJC3 DNAJC6 DNER DNM1 DNM3 DOCK3 DOCK4 DOK4 DOK6 DPP6 DPYSL3 DRAIC DSCAM DUSP26 DUSP4 EBF3 EHBP1 EID2B ELAVL2 ELAVL3 ELAVL4 ELFN2 ELOVL3 ELOVL4 EN1 EN2 ENC1 ENO2 ENPP4 EPB41 EPB41L1 EPB41L4B EPHA5 ERBB4 ERC2 FADS3 FAIM2 FAM169A FAT3 FAT4 FAXC FBLL1 FBXL16 FBXL3 FBXO11 FGD1 FGF13 FGF9 FKBP1B FNBP1L FNDC9 FOXA1 FOXA2 FOXP2 FRMD5 FRMD8 FRMPD4 FRS3 FRY FUT9 GAB2 GABBR2 GABRA2 GABRB1 GABRB3 GABRG2 GAP43 GARIN1A GDAP1 GDPD5 GFRA1 GLRA2 GNAL GNAO1 GNAQ GNG2 GNG3 GNPTAB GOLGA7B GPC2 GPM6A GPR12 GPR176 GPR26 GPR85 GPRASP1 GRIA3 GRIK3 GRIN3A GRM8 GRP GSDME HBA1 HBA2 HCN3 HIVEP3 HMGCLL1 HMX2 HOOK1 HPCAL4 HS3ST4 HSPA12A IGDCC4 IGF1 INA INSM1 IQCJ-SCHIP1 IRGQ JAKMIP1 JAKMIP3 JPH3 JPH4 JUP KALRN KCNAB1 KCND2 KCNIP4 KCNJ6 KCNMA1 KCNN3 KCNQ3 KCTD7 KCTD8 KIAA1549L KIF21A KIF21B KIF3A KIF3C KIF5C KIFC2 KLC1 KLHL1 KLHL13 KLHL29 KLHL32 KLHL35 KSR2 L1CAM LDB2 LGI2 LHFPL4 LINGO1 LMO4 LMTK3 LMX1B LONRF2 LPCAT4 LPIN1 LRRC3B LRRC55 LRRC7 LRRTM2 LRRTM4 LSAMP MAB21L1 MACROH2A2 MAN2A2 MAP1B MAP2 MAP3K9 MAP6 MAPK8 MARCHF1 MARK1 MAST1 MAST2 MCF2L MEG3 MEST MFSD6 MIAT MID1 MIR124-2HG MLLT11 MMD MMP24 MSANTD3-TMEFF1 MTURN MTUS2 MYEF2 MYRIP MYT1L NALCN NALF1 NAP1L2 NAP1L3 NAP1L5 NAPB NAV1 NAV3 NBEA NCAM1 NCS1 NDRG4 NECAP1 NECTIN1 NEDD4L NEGR1 NETO2 NFASC NIPA1 NKAIN2 NLN NMNAT2 NNAT NOL4 NPAS4 NPNT NR4A2 NREP NRXN1 NRXN2 NRXN3 NSG1 NSG2 NTNG1 NTSR1 OCRL OLFM3 OPN5 OPRK1 OPTN OSBPL6 PAK3 PAK5 PALB2 PAPPA PBX1 PBX3 PCDH1 PCDHA7 PCSK1N PCSK2 PDE1A PDE1C PDE4D PDE4DIP PDZD7 PDZRN4 PEG3 PGAP4 PGM2L1 PHACTR3 PHYHIPL PID1 PIK3R1 PITX3 PKIA PLCB1 PLCB4 PLEKHA6 PLPPR4 PLXNA3 PLXNA4 PLXNC1 PNMA2 POU2F2 POU3F2 PPFIA2 PRDM8 PRICKLE2 PRKAG2 PRKAR1B PRKAR2B PRKCA PRRT2 PRRT4 PSD PSD2 PTPN18 PTPN3 PTPN5 PTX3 RAB11FIP4 RAB3A RAB3B RAD21-AS1 RALGDS RALGPS1 RALYL RAPGEF5 RASSF5 RBFOX2 RCAN2 RCOR2 REEP1 RELN RETREG1 REV3L RFPL1S RGS17 RIMS1 RIMS3 RIMS4 RNF112 RNF125 RNF144A RNF165 RNF175 ROBO1 ROBO2 RORA RTN1 RUFY2 RUFY3 RUNDC3A RUNDC3B RUSC1 SAMD14 SBK1 SCAPER SCD5 SCG2 SCG5 SCN2A SCN3A SCN3B SCN8A SCN9A SDC3 SEMA6D SEPTIN3 SERINC1 SERTAD4 SEZ6L SEZ6L2 SGTB SH3BP5 SHANK2 SHISA6 SHTN1 SLC12A5 SLC16A14 SLC17A6 SLC18A1 SLC18A2 SLC1A4 SLC22A15 SLC25A12 SLC38A1 SLC4A3 SLC4A4 SLC4A8 SLC6A3 SLC8A1 SLC8A2 SLC9A7 SLITRK4 SMIM17 SMPD3 SNAP25 SNAP91 SNCA SNTG1 SNX1 SOBP SOX11 SPINT2 SPOCK1 SRCIN1 SRGAP1 SRRM4 SSH2 SST SSTR2 ST8SIA2 ST8SIA3 STK32B STMN2 STMN4 STXBP1 STXBP5 SULT4A1 SV2A SV2C SVOP SYNGR3 SYP SYT13 SYT4 SYT7 TAC1 TAOK3 TBC1D24 TBC1D3 TBC1D9 TCEAL2 TENM1 TERF2IP TES TH TLCD3B TMCC3 TMEFF2 TMEM121B TMEM132B TMEM151A TMEM169 TMEM178B TMEM185B TMEM196 TMEM255A TMEM35A TMEM59L TMEM74B TMOD2 TMX4 TOX2 TOX3 TPPP TRHDE TRIM36 TRIM58 TRIM67 TSC1 TSHZ2 TSIX TSPOAP1 TTC9 TTC9B TUB TUBB2B TUBB3 TULP4 UBE2QL1 UBXN2B UCHL1 UNC13A UNC79 VASH2 VAT1 VAV3 VGF VSNL1 VSTM2A VSTM2A-OT1 VWA5A WASF1 WDR47 XKR4 XPR1 YPEL3 YWHAG ZBTB38 ZBTB46 ZBTB6 ZC2HC1A ZC3H8 ZCCHC12 ZFHX2 ZFHX3 ZFHX4 ZNF25 ZNF3 ZNF33B ZNF385D ZNF497 ZNF697 ZNF793 ZNF821 ZSWIM6 MANNO_MIDBRAIN_NEUROTYPES_HDA2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANNO_MIDBRAIN_NEUROTYPES_HDA2 AATK ABCA3 ABCC8 ABLIM3 ACOT7 ACTL6B ADARB2 AJAP1 AK5 AKR1C1 AKR1C2 ALDH1A1 ALX4 AMER3 AMN1 ANK3 ANKH ANKRD44 APBA1 APLP1 ARG2 ARHGAP28 ARHGEF3 ASB4 ASXL3 ATCAY ATP1A3 ATP1B1 ATP8A2 ATP9A B4GALNT1 B4GALT6 BAALC BASP1 BDNF BEGAIN BEX1 BEX2 BEX5 BICRAL BLCAP BNC2 BRSK1 BSN BTBD1 C10orf95-AS1 C12orf76 C19orf12 C1QL1 C1orf35 C22orf42 C6orf118 CACNA1A CACNA1B CACNA1E CACNG2 CACNG4 CACNG8 CADPS CALB1 CALHM6 CALN1 CAMK2N1 CASKIN1 CBLN2 CBLN4 CCDC85A CD2 CD24 CD27-AS1 CDH13 CDH4 CDH8 CDK14 CDK5R1 CDKL2 CDKN2D CDON CELF3 CELF4 CELF5 CEP126 CGN CHD5 CHL1 CHMP2B CHRNA4 CHRNA6 CHRNA7 CHRNB3 CHST1 CLDN1 CMIP CNR1 CNTN1 CNTN4 CNTN5 CNTNAP2 COL11A1 CORO2A CPEB3 CREG2 CRMP1 CSMD1 CSMD2 CSRNP3 CTNNA2 CXADR CYP4X1 DCC DCX DDC DEAF1 DGKE DIRAS2 DIRAS3 DKK3 DLG2 DLK1 DMTN DNAH2 DNAJC12 DNAJC6 DNM3 DOCK3 DOK4 DOK6 DOP1A DPP6 DPP7 DPYSL3 DRAIC DRD2 DSCAM DUSP4 DYNC1I1 EEF1A2 EID2B ELAVL2 ELAVL4 ELOVL3 ELOVL4 EN1 EN2 ENHO ENO2 ENOX1 ENPP4 ENTREP2 EPB41L1 EPB41L4B EPHA5 ERBB4 ERC2 FADS3 FAIM2 FAM184A FBLL1 FBXL16 FGF13 FGF9 FHOD3 FKBP1B FLRT3 FNBP1L FOXA1 FRMPD3 FRMPD4 FRY FUT9 FXYD6-FXYD2 GABARAPL1 GABRA2 GABRB1 GABRB3 GABRG2 GAP43 GARNL3 GFRA1 GNAL GNAO1 GNG3 GNPTAB GOLGA3 GOLGA8B GPC2 GPM6A GPR12 GPR26 GPR85 GPRASP1 GPRIN3 GRIA2 GRIA3 GRIK3 GRIP2 GRM5 GRP HBA1 HBA2 HBB HBG1 HBG2 HERC2P2 HMGCLL1 HOOK1 HPCAL4 HPRT1 IGF1 IKZF4 INA INSM1 IPCEF1 JAKMIP1 JPH3 JPH4 JPT1 JUP KCNC2 KCNIP4 KCNJ6 KCNN3 KCTD4 KIAA1549 KIF21B KIFAP3 KIFC2 KLC1 KLHL1 KLHL13 KLHL29 KLHL32 KRT17 KRT222 KRT5 L1CAM LGI1 LGI2 LHFPL4 LMO3 LMO4 LONRF2 LRFN5 LRRC37A3 LRRC3B LRRC49 LRRC55 LRRC7 LRRTM2 LRRTM4 LY6H MAP1B MAP2 MAP7D2 MAPRE2 MAST1 MCC MEG3 MEST MGAT4C MIAT MIR3917 MLLT11 MMP24 MPP2 MPPED2 MTURN MTUS2 MYCBP2 MYO5A MYRIP MYT1 MYT1L NALCN NALF1 NAP1L3 NAPB NCAM1 NDRG4 NEDD4L NETO2 NFASC NIPA1 NKAIN1 NKAIN2 NLN NMNAT2 NNAT NOL4 NPAS4 NPY1R NR4A2 NREP NRXN2 NRXN3 NSG1 NSG2 NTM NTSR1 NYAP1 OLFM3 OPN5 OPRK1 OPTN OSBPL6 PACS1 PAK3 PAK5 PAPPA PBX1 PBX3 PCDH1 PCDH17 PCDHB4 PCSK2 PDE11A PDE1A PDE1B PDE2A PDE4D PDP1 PDZD7 PDZRN4 PEX5L PFKP PGAP4 PGM2L1 PHACTR3 PHYHIPL PIANP PID1 PIK3CD PIK3R1 PITX3 PKIA PLA2G4C PLCXD3 PLEKHA6 PLPPR2 PLPPR4 PLXNA4 PLXNC1 PNCK PNMA2 POU2F2 POU3F2 POU6F1 PPFIA2 PRKACB PRKAR2B PRKCA PRKCB PRL PRRT2 PRRT4 PSD PSD2 PTPN3 PTPN5 RAB3B RAB3C RAB9B RALGDS RALYL RAP1GAP2 RASA4 RASGEF1B RASGRF2 RBFOX2 RCAN2 REEP1 REEP2 RERG RET RETREG1 REV3L RGS6 RIMBP2 RIMS1 RIMS2 RIMS3 RNF112 RNF125 RNF165 RNF17 ROBO1 ROBO2 RTN1 RUFY3 RUNDC3A RUNDC3B RUSC1 SBK1 SCAMP1 SCARNA1 SCG5 SCN2A SCN3A SCN3B SCN8A SCN9A SDC1 SDC2 SEMA6C SEMA6D SERINC1 SERTAD4-AS1 SEZ6L SEZ6L2 SH3BP5 SH3GL3 SH3PXD2A SHANK2 SHF SHISAL1 SHROOM2 SHTN1 SLC17A6 SLC18A1 SLC18A2 SLC1A4 SLC22A15 SLC4A3 SLC6A15 SLC6A3 SLC8A2 SLC9A7 SLITRK1 SLITRK4 SLITRK5 SMIM18 SMPD3 SNAP25 SNAP91 SNCA SNORD116-29 SNTG1 SNX1 SOBP SOX11 SOX6 SPIN4 SPINT2 SRCIN1 SRRM4 SSTR2 ST8SIA2 ST8SIA3 STMN1 STMN2 STMN4 STXBP1 STXBP5 SULT4A1 SV2A SV2B SV2C SYN2 SYNPR SYP SYT13 SYT4 SYT7 TAC1 TACC2 TBC1D3 TCEAL5 TH TLCD3B TMCC3 TMEM121B TMEM132B TMEM151A TMEM169 TMEM178B TMEM196 TMEM35A TMEM59L TMOD2 TOX2 TPBG TPPP TRIM36 TRIM46 TRIM67 TSIX TSPAN7 TTR TUB TUBA1A TUBB2A TUBB2B TUBB3 TXN UBASH3B UBE2QL1 UCHL1 ULK2 USP49 VGF VSNL1 VSTM2A VWA5A WSB2 XKR4 XKR6 XPR1 ZC2HC1A ZCCHC12 ZFHX3 ZNF697 ZNF813 ZNFX1 MANNO_MIDBRAIN_NEUROTYPES_HENDO https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANNO_MIDBRAIN_NEUROTYPES_HENDO A2M AAMDC ABCA1 ABCB1 ABCB4 ABCG1 ABCG2 ABHD17A ABLIM1 ABLIM3 ACE ACOT9 ACSL5 ACSS1 ACTN1 ACTN4 ACVR1 ACVRL1 ADAM15 ADAM1A ADAMTS1 ADAMTSL2 ADAMTSL4-AS1 ADCY4 ADGRA2 ADGRF5 ADGRL2 ADGRL4 ADM ADM5 ADORA2A ADORA2A-AS1 AFAP1L1 AFAP1L2 AFF1 AHNAK AJAP1 AKAP12 ALPL AMOTL1 ANGPT2 ANGPTL4 ANKRD37 ANXA1 ANXA11 ANXA2R ANXA3 ANXA4 ANXA5 AP1S2 APCDD1 APLN APLNR APOL4 APOLD1 APRT ARAP2 ARAP3 ARC ARHGAP18 ARHGAP29 ARHGEF1 ARHGEF12 ARHGEF15 ARPC1B ASAH1 ASB9 ATP8B1 AXIN2 B2M B4GALT1 BCAM BCAP29 BCL3 BCL6B BMP4 BNIP2 BOK BSG BTNL9 C1orf115 C1orf54 C2CD2L C2CD4B CA2 CA5A CALCRL CARD8 CASP1 CASP12 CASP3 CASP4 CAST CASTOR1 CAV1 CAV2 CAVIN1 CAVIN2 CAVIN3 CCDC141 CCDC186 CCDC68 CCDC85B CCM2L CCN1 CCN2 CCNL1 CCNY CCT8L1P CD164 CD19 CD27 CD34 CD4 CD55 CD59 CD81 CD82 CD93 CDA CDC42EP2 CDH11 CDH5 CDK7 CDKN1A CDKN2B CEACAM21 CEMIP2 CERS2 CETP CFLAR CGNL1 CHST15 CHST3 CHST7 CKMT2 CLDN5 CLEC14A CLEC1A CLEC2B CLEC3B CLIC2 CLIC4 CLIC5 CNN2 COBLL1 COX7A1 CPD CPNE2 CPNE5 CPT1A CRACDL CREB5 CREM CRIM1 CRTAP CSF3 CSGALNACT1 CSRNP1 CSRP1 CSRP2 CTDSP1 CTHRC1 CXCL1 CXCL12 CXCL2 CXCL8 CYB5A CYBA CYYR1 DAB2 DAP DCBLD1 DDIT3 DEDD2 DEGS2 DENND2C DENND3 DGKE DHRS3 DIPK2B DLL4 DNASE1L1 DNASE1L3 DOCK6 DOCK9 DOK4 DPEP1 DSP DTX3L DUSP1 DUSP5 DUSP6 DYSF ECE1 ECM1 ECSCR EDN1 EDN3 EEA1 EFCAB14 EFNA1 EFNB2 EGFL7 EGR1 EGR2 EGR3 EHD4 ELF1 ELL2 ELN ELOVL1 EMCN EMP1 EMP2 ENG ENTPD1 ENTREP2 EOGT EPAS1 EPHA2 EPHB4 EPHX4 ERC2-IT1 ERF ERG ERVMER34-1 ESAM ESM1 ESYT2 ETS1 ETS2 EVA1B F11R F2RL1 FABP4 FAM124B FAM43A FAM78A FAM89A FAR2 FBLN2 FCGR2A FCGRT FCHO2 FES FGD5 FGR FHL3 FKBP1A FKBP5 FLI1 FLNB FLT1 FLT4 FLVCR2 FMNL3 FN1 FOLH1B FOS FOSB FOXC1 FOXF1 FOXF2 FOXL2 FOXL2NB FOXN3 FOXQ1 FRMD4B FRMD6 FRMD8 FSCN1 FSTL1 FUT1 FXYD5 FZD4 FZD6 GAB1 GABRE GADD45A GADD45B GALNT18 GAS6 GATA2 GBP4 GBP6 GDF15 GDPD5 GGT5 GIMAP1 GIMAP4 GIMAP5 GIMAP6 GIMAP7 GIPC3 GJA1 GJA4 GJC2 GLRX GMFG GNA14 GNAI2 GNG11 GNG5 GPCPD1 GPD1L GPR146 GPR155 GPR4 GRAP GRN GRPEL2 GUK1 GZMA HAPLN1 HAPLN3 HBA1 HBA2 HBB HBEGF HBG1 HBG2 HDAC7 HEG1 HELZ2 HERPUD1 HES1 HEY2 HHEX HIC1 HID1-AS1 HLX HOPX HPGD HRCT1 HSD17B14 HSPA12B HSPA2 HSPB1 HSPG2 HTRA1 HYAL2 ICA1 ICAM1 ICAM2 ICAM4 ICOSLG ID1 ID3 IER2 IFI16 IFI27 IFI35 IFI44 IFI44L IFI6 IFITM2 IFITM3 IGFBP2 IGFBP3 IGFBP4 IGFBP7 IKBKE IL32 IL4R IL6ST INPP5D INSR IQGAP1 IQGAP2 IRF1 IRF2 ISG15 ISLR ISM1 ITGA1 ITGA5 ITGA6 ITGB1 ITM2A ITPKB ITPR3 ITPRID2 ITPRIP ITPRIPL2 ITSN2 IVNS1ABP JAG1 JAG2 JAK1 JAM2 JCAD JPH1 JUN JUNB JUP KANK2 KANK3 KANK4 KCNJ2 KDR KIAA1671 KITLG KL KLF1 KLF13 KLF2 KLF3 KLF4 KLF6 KLHL29 KLHL5 KLHL6 KRT14 KRT5 LAMA4 LAMB1 LAMB2 LAMC1 LAPTM4A LATS2 LAYN LCP2 LDB2 LDLR LDLRAP1 LEF1 LEPR LGALS9 LHFPL2 LHX6 LIFR LIMS1 LIMS2 LIPA LMCD1 LMO2 LONRF3 LPAR6 LPP LRP8 LRRC36 LRRC55 LRRC8C LSMEM1 LSR LTA LTBR LUZP1 LXN LYL1 LYSMD2 MAFF MAGT1 MALT1 MAOA MAP3K1 MAP3K11 MAP4K2 MAP4K3 MAST4 MATN3 MBNL2 MBTPS1 MCAM MCF2L MCL1 MDN1 MECOM MEF2A MEF2C MEF2D MEGF6 MFNG MFRP MFSD2A MGAT1 MGST2 MICOS10-NBL1 MIR155HG MIR17HG MIR211 MIR22HG MKNK2 MMD MMP25 MMP28 MMRN2 MPP1 MSN MSRB3 MT1E MT1F MT1X MT2A MTUS1 MYC MYCBPAP MYCT1 MYH9 MYL12A MYL12B MYLK2 MYO1B MYO1C MYO5C MYO6 MYORG MYRIP MYZAP N4BP3 NAMPT NECTIN2 NEDD9 NEIL1 NHERF2 NIBAN1 NID2 NKD1 NLRC3 NMI NOD1 NOS2 NOS3 NOSTRIN NOX4 NPAS2 NPC2 NPDC1 NPIPB3 NPIPB5 NPR1 NQO1 NR1D1 NR3C1 NR4A1 NR4A3 NRP1 NRP2 OSMR OSTF1 PABPC4L PALD1 PALMD PAM PAQR5 PARP12 PARP14 PARP9 PCAT19 PCDH12 PCED1B PDE4B PDE7B PDE8A PDGFB PDK4 PDXK PEAK1 PECAM1 PELO PER1 PFKL PFN1 PGAP6 PGF PGGHG PHLDA1 PICALM PIEZO1 PIK3CB PIK3IP1 PIK3R6 PINK1 PITPNA PKIG PKP4 PLA2G4C PLAAT3 PLAUR PLCB3 PLCG2 PLEKHA1 PLEKHG1 PLEKHG2 PLIN2 PLK2 PLLP PLOD1 PLS3 PLSCR1 PLVAP PLXND1 PMAIP1 PNP PNRC1 PODXL POLD4 POMP PON2 PPFIBP1 PPIC PPM1H PRCP PRDM1 PREX1 PRICKLE2 PRKCH PRKD3 PROCR PROSER2 PRSS12 PRX PRXL2A PTBP1 PTGS2 PTPRB PTPRG PTPRM PXDC1 PXN PZP QPCT RAB13 RALB RAMP2 RAPGEF3 RAPGEF4 RAPGEF5 RAPH1 RARG RASGRP2 RASGRP3 RASIP1 RASSF3 RBMS1 RBMS2 RBP1 RBPMS RCAN1 RCSD1 REEP3 RELL1 REST RFTN2 RGCC RGL1 RGS3 RHBDF2 RHOA RHOB RHOC RHOJ RIGI RNASE1 RNF135 RNF144B RNF19A ROBO4 RPS28 RPS6KA2 RPS6KA3 RRAS S1PR1 SAT1 SCARB1 SCARF1 SCML1 SDC3 SDCBP SEC14L1 SEL1L3 SELE SELENOP SEMA3G SERINC5 SERPINB6 SERPINB8 SERPINE1 SERPINH1 SERTAD1 SESTD1 SGK1 SH2B3 SH2D3C SH3BP4 SH3PXD2A SH3TC1 SHANK3 SHC1 SHE SHROOM1 SHROOM4 SIK1 SLC16A1 SLC16A14 SLC16A2 SLC16A3 SLC16A4 SLC16A5 SLC1A4 SLC22A23 SLC26A2 SLC2A1 SLC2A3 SLC31A1 SLC35F2 SLC38A2 SLC38A3 SLC38A5 SLC39A1 SLC39A8 SLC3A2 SLC46A3 SLC4A1 SLC52A3 SLC5A6 SLC7A1 SLC7A11 SLC7A5 SLC7A8 SLC9A1 SLCO1A2 SLCO2A1 SLCO2B1 SLK SMAD1 SMAD6 SMAD7 SMAGP SMARCA2 SMCO4 SMG1P3 SMTN SNAP23 SNHG12 SNHG8 SNRK SNX3 SOCS3 SOD2 SOS1 SOX17 SOX18 SOX7 SP6 SPINK8 SPOCK2 SPRY4 SPSB1 SPTBN1 SPTSSA SPX SQOR SQSTM1 SRARP SRGN ST3GAL1 ST6GAL1 ST6GALNAC1 STAB1 STARD13 STARD4 STARD8 STAT3 STAT6 STING1 STOM STRA6 STX3 STXBP2 SUCLG2 SULT1C4 SVIL SYNGR2 SYPL1 TACC1 TAF1C TAGLN2 TAMALIN TAX1BP3 TBC1D4 TBX1 TBX3 TBXA2R TCF15 TCF4 TCIM TCIRG1 TCN2 TEK TES TFEB TFRC TGFB1 TGFBR2 TGM2 THBD THSD1 TIAM1 TIE1 TIMP1 TJP1 TLE1 TLN1 TLR4 TM4SF1 TM4SF18 TM6SF1 TMBIM1 TMC6 TMC7 TMEM123 TMEM19 TMEM229B TMEM255B TMEM35B TMEM37 TMEM45B TMEM88 TMOD3 TMSB4X TNFAIP1 TNFRSF14 TNFRSF1A TNFRSF1B TNS1 TNS2 TOMM40 TOR4A TP53I11 TPD52L1 TPM4 TRAM1 TRAM2 TRIM38 TSC22D3 TSPAN14 TSPAN5 TSPAN9 TTC29 TTN TTYH2 TUBB6 TWIST1 TXNIP UACA ULBP2 UNC5B USHBP1 USP53 USP54 UTRN VAMP3 VAMP5 VASH1 VCL VEGFC VIM VIP VSIG2 VWA1 VWA2 VWF WASF2 WDFY1 WDR1 WFS1 WIPF1 WIPI1 WWTR1 XAF1 XIRP2 YBX3 YES1 YPEL2 ZBTB2 ZBTB38 ZC3HAV1 ZFAND2A ZFP36 ZFP36L1 ZFP36L2 ZIC2 ZIC3 ZIC5 ZNF366 ZYX MANNO_MIDBRAIN_NEUROTYPES_HGABA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANNO_MIDBRAIN_NEUROTYPES_HGABA A2M-AS1 AATBC AATK ABCA3 ABCC5 ABLIM3 ABR ACSL4 ACSL6 ACTL6B ACVR1B ACVR2A ACVR2B ADAM23 ADAMTS3 ADAMTSL4-AS1 ADAP1 ADARB2 ADCY1 ADGRB1 ADGRD1 ADGRL1 ADGRL3 AFF2 AFF3 AGAP1 AGAP12P AGTPBP1 AHDC1 AHNAK2 AJAP1 AKAP6 AKAP9 AKR1C1 AKR1C2 AMER2 AMER3 ANK1 ANK2 ANK3 ANKAR ANKIB1 ANKRD12 ANKRD18A ANKRD36 ANKRD36B ANKRD44 ANKS1B ANO5 ANO8 AP1S2 AP1S3 AP3B2 APBA1 APBA2 APC APC2 APLP1 ARFGEF1 ARFGEF3 ARHGAP23 ARHGAP24 ARHGAP35 ARHGEF12 ARID4A ARL4C ARL8A ARMH4 ARNT2 ARPP21 ASIC2 ASNS ASXL3 ATCAY ATL1 ATP1A3 ATP1B1 ATP2B1 ATP2B2 ATP8A1 ATP9A ATRX AUTS2 B3GALT2 B3GAT1 B4GALNT4 BACE1 BACH2 BASP1 BCL11A BCL11B BCL2L15 BDNF BDP1 BEND4 BEX2 BIVM BIVM-ERCC5 BLCAP BLID BLTP3B BOD1L1 BRD1 BRF1 BRSK2 BRWD1 BSN BZW2 C11orf87 C17orf67 C1orf35 C2CD5 C2CD6 C3orf62 CA1 CABP4 CACNA1A CACNA1C CACNA1E CACNA1G CACNA1I CACNB3 CACNB4 CACNG2 CACNG4 CACNG8 CADM1 CADM2 CADM3 CADPS CALB2 CALN1 CAMK2B CAMK2N1 CAMK2N2 CAMSAP2 CAMTA1 CAPRIN2 CASK CASKIN1 CASZ1 CATSPERG CBLN2 CBLN4 CBX4 CCDC112 CCDC141 CCDC144A CCDC17 CCDC184 CCDC186 CCDC85A CCDC88A CCPG1 CCSER1 CD2 CD24 CDC42EP3 CDH13 CDH22 CDH4 CDH8 CDK5R1 CDKL2 CDKN2D CDON CDRT4 CELF1 CELF2 CELF3 CELF4 CELF5 CELF6 CELSR3 CEMIP CEND1 CEP126 CEP85L CERS6 CERT1 CGN CHD3 CHD5 CHGA CHIC1 CHL1 CHN1 CHN2 CHRM5 CHRNA4 CHST1 CHST11 CHSY3 CITED2 CLCN4 CLIP1 CLVS1 CLVS2 CMIP CNOT6L CNR1 CNTN1 CNTN4 CNTN5 CNTNAP2 CNTNAP4 COL11A1 COL6A6 COL8A1 COMTD1 CPEB2 CPEB3 CPEB4 CPNE5 CREBRF CREG2 CRIM1 CRMP1 CSAD CSGALNACT1 CSMD1 CSMD2 CSMD3 CSNK1G2 CSPG5 CSRNP3 CTNNA2 CTNND2 CXADR CXCL5 CYFIP2 CYLD CYP4X1 CYRIA CYTH1 DAAM1 DACT1 DACT3 DBET DCC DCLK1 DCLK2 DCLK3 DCX DGKE DHX33 DICER1 DIP2B DIRAS2 DLG2 DLG3 DMTN DNAJB14 DNAJC12 DNAJC16 DNAJC6 DND1 DNER DNM1 DNM3 DOCK3 DOCK4 DOK3 DOK4 DOK6 DOP1A DOP1B DPF1 DPP6 DPYSL3 DSCAM DSCAML1 DUSP26 DUSP4 DYRK2 EBF1 EBF2 EBF3 EEA1 EEF1A2 EFHC2 EFNA5 EHD4 EID2B ELAVL2 ELAVL3 ELAVL4 EN2 ENC1 ENOX1 ENSG00000255240 ENTREP2 EPB41 EPB41L1 EPHA3 EPHB1 ERAP2 ERC2 ERC2-IT1 ESRRG ETS2 F11R FADS3 FAM114A2 FAM117B FAM169A FAM171B FAM184A FAM216A FAM217B FAM219A FAM43B FAM81A FAR2P2 FAT2 FAXC FBLL1 FBXL16 FBXO48 FGF12 FGF14 FGF7P3 FGF9 FHOD3 FKBP15 FMNL2 FNBP1 FNBP1L FNDC5 FNDC9 FOXD4L5 FOXN3 FRMD3 FRMD4B FRMD5 FRMPD3 FRMPD4 FRS3 FRY FSIP2 FUT9 GABBR2 GABPB1-AS1 GABRA1 GABRA2 GABRB2 GABRB3 GABRG1 GABRG2 GAD1 GAD2 GALNT12 GALNT15 GAP43 GATA3 GDAP1 GDAP1L1 GDPD1 GFOD1 GFRA1 GIGYF1 GK5 GLRA2 GNAL GNAO1 GNAQ GNAZ GNG2 GNPTAB GOLGA3 GOLGA7B GOLGA8A GOLGA8B GOLGA8J GPC2 GPD1L GPM6A GPR12 GPR137C GPR155 GPR158 GPR176 GPR26 GPR85 GPRASP1 GPRIN3 GRIA1 GRIA2 GRIA4 GRID1 GRID2 GRIK1 GRIK2 GRIK3 GRIN3A GRIP1 GRIP2 GRK3 GRM1 GRM3 GRM4 GRM5 GRM7 GSE1 GUCY1A1 HBB HBE1 HBG2 HCFC2 HCN3 HERC1 HERC2P2 HERC2P4 HIVEP3 HNF1B HNRNPCL3 HOOK1 HPCAL4 HS6ST2 HS6ST3 HSPA12A HYCC2 HYDIN ICA1L IDS IGFN1 IGSF3 IGSF9B IKZF3 IKZF4 INA INPP4A INSYN2A IRF2BPL IRGQ IRX1 IRX2 IRX3 ITGA8 JAG2 JPH1 JPH3 JPH4 KBTBD11 KBTBD6 KCNA3 KCNC1 KCNC2 KCNH8 KCNIP4 KCNIP4-IT1 KCNK2 KCNMA1 KCNN3 KCNQ1OT1 KCNQ3 KCTD7 KDM2B KHDRBS2 KHDRBS3 KIAA1549 KIAA1549L KIF13A KIF1A KIF21A KIF21B KIF3A KIF3C KIF5C KIFAP3 KIFC2 KLC1 KLF7 KLHL13 KLHL14 KMT2E KRT14 KRT222 KSR2 L1CAM LAMA3 LAMA5 LAMC2 LANCL2 LARP1B LBH LGI2 LGR5 LHFPL3 LHFPL4 LHX1 LIN54 LINC00205 LINGO1 LMOD3 LOC283299 LONRF1 LONRF2 LPAR2 LPCAT4 LPIN1 LRATD1 LRFN5 LRP12 LRP1B LRRC2 LRRC3B LRRC49 LRRC4B LRRC7 LRRK2 LRRN3 LRRTM2 LSAMP LSM11 LUC7L LYSMD2 LYST LZTS3 MAB21L1 MACO1 MAGI2 MAGI3 MAP1B MAP2 MAP2K3 MAP3K2 MAP3K9 MAP6 MAP7D2 MAPK8IP2 MAPRE2 MAPRE3 MARCHF1 MARK1 MAST1 MAST4 MBLAC2 MCF2 MCF2L MDGA1 MDGA2 MDN1 MED13L MEG3 MEGF6 MEGF9 MFSD6 MGAT4C MGAT5 MIA3 MIAT MICAL3 MICU3 MIR124-2HG MIR3945HG MLLT11 MLLT3 MMP24 MPP3 MPPED2 MSANTD3-TMEFF1 MSR1 MTMR6 MTSS1 MTURN MTUS1 MTUS2 MUC19 MUC2 MVB12B MYCBP2 MYO5A MYO7A MYT1 MYT1L N4BP2 NALCN NALF1 NALF1-IT1 NAP1L2 NAP1L3 NAP1L5 NAPB NAV1 NAV3 NBEA NCAM1 NCAN NCDN NCOA7 NCR3LG1 NCS1 NDRG4 NDST3 NEB NECTIN1 NEDD4L NEGR1 NELL1 NETO1 NFASC NFIX NGEF NINL NIPA1 NKAIN2 NLGN1 NLGN4X NLK NLN NMNAT2 NNAT NOL4 NOL4L NOVA1 NOX4 NPAS3 NPDC1 NPFF NPNT NPTXR NREP NRP2 NRSN1 NRXN1 NRXN2 NRXN3 NSG1 NSG2 NT5DC3 NTM NTNG1 NTRK3 NUAK1 NUTM2A NXPH1 NXPH2 OCRL OGDHL OLFM1 OLFM3 OPCML OPN5 OPRM1 OPTN OSBPL6 OTP OTUD4 PABPC1L2A PACS1 PAK3 PAK5 PAPPA PAQR8 PAX5 PBX3 PCDH1 PCDH11X PCDH17 PCDH19 PCDH7 PCDH8 PCDH9 PCDHA7 PCDHB4 PCGF3 PCLO PCOLCE2 PCP4 PDE11A PDE1A PDE1B PDE4C PDE4D PDE4DIP PDE7A PDIK1L PDP1 PDXP PDZD4 PDZD7 PDZRN4 PEG3 PEX1 PEX5L PFKP PGAP1 PGM2L1 PHACTR3 PIANP PIAS2 PIEZO2 PIK3CD PILRB PIP4K2B PITPNC1 PKIA PLCB4 PLCXD3 PLEKHA1 PLEKHA6 PLPPR1 PLPPR4 PLXNA1 PLXNA3 PLXNA4 PLXNC1 PNCK PNMA2 PNMA8B PNOC POU2F1 POU2F2 POU3F2 PPARGC1A PPARGC1B PPFIA2 PPFIA4 PPFIBP1 PPP1R9A PPP2R2B PPP2R2C PPP2R3A PPP3CB PPP3R1 PRAMEF1 PRDM2 PRDM8 PREPL PRICKLE2 PRKAA2 PRKAB2 PRKACB PRKAR1B PRKAR2B PRKCA PRKCB PRKCZ PRLR PRNP PRRC2B PRRT2 PRRT4 PRSS12 PRSS53 PSD PSD2 PTBP3 PTEN PTPN5 PTPRK PTPRO PTPRT PWAR1 PXK PYCARD-AS1 R3HDM1 RAB11FIP4 RAB22A RAB3A RAB3B RAB9B RABGAP1L RAI1 RALGDS RALGPS1 RALYL RAP1GAP2 RAPGEF5 RAPGEF6 RAPH1 RASA4 RASAL2 RASGEF1B RB1CC1 RBFOX1 RBFOX2 RBFOX3 RBM26 RBM33 RBMS3 RCOR2 REEP1 RELN RETREG1 RETREG2 REV3L RFK RFPL1S RFPL3S RFX7 RGS17 RGS6 RGS7BP RHOT2 RICTOR RIMBP2 RIMS1 RIMS2 RIMS3 RIPOR2 RNF112 RNF146 RNF157 RNF165 ROBO1 ROBO2 RORA RTN1 RTN4 RUFY2 RUFY3 RUNDC1 RUNDC3A RUNDC3B RUNX1T1 RUSC1 RUSC2 RYR2 SALL4 SAMD11 SAMD14 SAMD5 SAMD8 SARDH SBF2 SBK1 SCAI SCD5 SCIN SCN1A SCN2A SCN3A SCN3B SCN8A SCN9A SDC3 SEC31B SECISBP2L SEMA3A SEMA3C SEMA3E SEMA6D SERINC1 SERINC5 SERPINI1 SEZ6L SEZ6L2 SGK2 SGMS1-AS1 SH3BP5 SH3KBP1 SH3PXD2A SHANK2 SHANK3 SHC4 SHISAL1 SHOX2 SHROOM2 SHTN1 SIK3 SIN3A SIX3 SLC12A5 SLC16A14 SLC16A9 SLC17A6 SLC1A2 SLC22A15 SLC22A4 SLC24A2 SLC24A3 SLC25A12 SLC25A22 SLC32A1 SLC37A1 SLC38A1 SLC39A12 SLC4A1 SLC4A3 SLC4A8 SLC5A3 SLC6A1 SLC6A15 SLC6A17 SLC7A14 SLC8A1 SLC8A2 SLC9A6 SLC9A7 SLCO3A1 SLITRK1 SLITRK4 SLITRK5 SMARCC2 SMG1P3 SMIM17 SMPD3 SMURF1 SNAP25 SNAP91 SNORD11 SNORD116-29 SNORD12 SNTG1 SNX1 SOBP SOCS7 SORBS1 SORCS3 SOX11 SOX14 SP4 SPAG17 SPAST SPATA13 SPEG SPINT2 SPOCK1 SPOCK2 SPOCK3 SRCIN1 SRGAP1 SRGAP3 SRRM3 SRRM4 SRSF12 SSBP3 SSH2 SSPOP SST SSTR2 ST3GAL5 ST6GAL2 ST8SIA2 ST8SIA3 ST8SIA4 STEAP2 STIM2 STK32B STMN2 STMN4 STOX2 STRIP1 STXBP1 STXBP5 SUGP2 SULT4A1 SV2A SV2B SV2C SVOP SYBU SYCP2L SYN2 SYN3 SYNGR3 SYNJ1 SYNPR SYP SYT1 SYT13 SYT4 SYT6 SYTL2 TAC1 TAFA2 TAFA5 TAL1 TANC2 TAOK3 TARBP1 TATDN2 TBC1D24 TBC1D2B TBC1D3 TBC1D32 TBC1D9 TCEAL2 TCEAL5 TCERG1 TCERG1L TENM1 TENM2 TERF2IP TES THEM4 THRA THSD7A TLCD3B TLL1 TLN2 TMCO3 TMEFF2 TMEM121B TMEM132B TMEM151A TMEM163 TMEM169 TMEM178B TMEM185B TMEM196 TMEM229B TMEM255A TMEM35A TMEM59L TMEM74B TMOD2 TNFSF13B TNK2 TNKS TNRC6A TNRC6C TOX2 TOX3 TPD52L1 TRHDE TRIM2 TRIM46 TRIM58 TRIM67 TRIM9 TSC2 TSHZ2 TSIX TSPAN7 TSPOAP1 TSPYL4 TTC14 TTC3 TTC9 TTC9B TTLL7 TTN TUBB2B TUBB3 TULP4 TUT4 TVP23C UBASH3B UBE2Q2 UBE2QL1 UBE2Z UBN2 UBQLN2 UBXN2B UCHL1 UGCG UNC13A UNC79 USP49 VASH2 VAV2 VAV3 VCAN VGF VHL VPS53 VSNL1 VSTM2A VWA5A VWCE WAC-AS1 WASF1 WDR97 WNK3 WNT7A WT1-AS XIST XK XKR4 XKR6 XPA XPR1 YPEL2 YWHAG ZBED10P ZBTB38 ZBTB43 ZC3H8 ZCCHC12 ZFHX2 ZFHX3 ZFHX4 ZFPM2 ZGLP1 ZMAT1 ZMIZ1 ZMYND8 ZNF248 ZNF264 ZNF28 ZNF318 ZNF32 ZNF354A ZNF385D ZNF462 ZNF471 ZNF663P ZNF697 ZNF77 ZNF793 ZNF816 ZNRF1 ZYG11B MANNO_MIDBRAIN_NEUROTYPES_HMGL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANNO_MIDBRAIN_NEUROTYPES_HMGL A2M ABCG1 ABI3 ACSF2 ACSL5 ACY3 ADAM28 ADAMTSL4-AS1 ADAP2 ADAT2 ADCK2 ADCY7 ADORA3 ADPGK AFF1 AGR2 ALOX5 ALOX5AP ANKRD44 ANO1 ANOS1 ANXA11 ANXA4 ANXA5 AP1B1 APBB1IP APOBEC3C APOBEC3D APOBR APOC1 APOC2 APOE ARHGAP25 ARHGAP26 ARHGAP4 ARHGAP45 ARHGDIB ARHGEF6 ARPC1B ARRB2 ARRDC2 ASAH1 ATF3 ATP8B4 AXL B2M B3GNT5 B4GALT1 BAG3 BCAP29 BCL2A1 BCL3 BDNF BHLHE41 BIN1 BIN2 BIRC3 BLNK BLVRB BMP2K BRI3 BTK C12orf75 C17orf67 C1QA C1QB C1QC C1orf54 C3 C3AR1 CAPG CAPZB CARD11 CARD9 CASP1 CASP4 CASP9 CCDC17 CCDC175 CCL2 CCL3 CCL4 CCR1 CCRL2 CD14 CD163 CD274 CD36 CD37 CD4 CD44 CD48 CD53 CD5L CD68 CD69 CD74 CD83 CD84 CD86 CDH17 CDK7 CDKN1A CEBPA CEBPD CHCHD1 CLEC7A CMKLR1 CNPY3 COLGALT1 CORO1B CPED1 CPVL CREG1 CREM CRYBB1 CSF1 CSF1R CSF3R CSRNP1 CTDSP1 CTSB CTSC CTSD CTSH CTSL CTSS CX3CR1 CXCL2 CXCL8 CYBA CYBB CYFIP1 CYTH4 CYTIP DAB2 DENND3 DENND4A DEPTOR DERL3 DHRS3 DHRS9 DNAJA4 DNAJB1 DNAJB4 DOCK1 DOCK4 DOCK8 DOK2 DPF3 DPP7 DRAM1 DRAM2 DUSP1 DUSP2 EDEM1 EFHD2 EGR1 EGR2 EGR3 ELF1 ELL2 ELOVL1 ENTPD1 ERF ERMAP ETS2 EVI2A EVI2B EXOSC5 FABP3 FAR2 FCER1G FCGR1A FCGR1BP FCGR2A FCGR3A FCGRT FERMT3 FGD2 FGL1 FGL2 FHL3 FKBP15 FKBP4 FKBP5 FLI1 FOLR2 FOSB FOXN3 FOXO3 FPR1 FTL FYB1 GAB3 GADD45B GAL3ST4 GAS6 GATM GIMAP4 GIMAP5 GLIPR1 GLRX GM2A GMFG GNB4 GNG7 GNGT2 GPNMB GPR137B GPR183 GPR34 GPR65 GPRIN3 GPX1 GRN GSN GYPC HAUS4 HAVCR2 HBA1 HBA2 HBG1 HBG2 HCLS1 HCST HERPUD1 HHEX HMOX1 HPGDS HPSE HRH1 HS3ST1 HSD17B14 HSPA6 HSPA7 HSPB1 HSPD1 HSPH1 HTRA1 ICA1 ICAM1 IER2 IER5 IFI16 IFNGR1 IGF1 IGFBP3 IGSF6 IKBKE IKZF1 IL13RA1 IL16 IL17RA IL18 IL1B IL1R1 IL27RA IL4R IL6R IL6ST IL7R INPP5D INPPL1 INTS6L IPCEF1 IRAK2 IRF1 IRF8 ITGAV ITGB2 ITM2B ITPR2 ITPRIPL2 ITSN2 JAK3 JUNB KBTBD8 KCNE3 KCNK13 KCNK3 KCNK6 KCTD12 KIAA1755 KIF14 KLF2 KLF3 KRT14 KRT17 KRT5 LAIR1 LAPTM5 LAT2 LCP1 LGMN LHFPL2 LILRA2 LILRB4 LIMS1 LIPA LITAF LPAR5 LPAR6 LPCAT2 LPL LRRC8C LRRK2 LTA LTBR LY86 LY96 LYN LYST MAF MAFB MAFF MALT1 MANBA MAP2K3 MAP3K5 MAP3K8 MARCHF1 MBP MCTP1 MEF2C MERTK METTL7A MFNG MFSD1 MFSD12 MGST2 MICOS10-NBL1 MIR221 MKNK1 MLKL MMRN1 MNDA MOB3C MPEG1 MPP1 MRC1 MS4A4A MS4A7 MYADM MYLIP MYO1F NAGA NAIP NAV3 NCF2 NCF4 NCKAP1L NEAT1 NEK6 NEU4 NFATC1 NFATC2 NFKBIA NFKBIZ NIBAN1 NINJ1 NKX2-2 NLRP3 NPC1 NPC2 NPL NR3C1 NR4A1 NR4A2 NRG2 NUP37 OAS1 OGFRL1 OLFML3 OLR1 OPRK1 OSTF1 OTUD1 P2RX4 P2RY12 P2RY13 P3H2 PAG1 PALD1 PAQR8 PARP14 PARP9 PARVG PCDH12 PCDHGC3 PCED1B-AS1 PDK4 PDPN PGGHG PIEZO1 PIK3CG PIK3IP1 PITHD1 PLA2G15 PLAU PLAUR PLCB2 PLCG2 PLD4 PLEK PLSCR1 PLVAP PLXDC2 PMAIP1 PNRC1 POLD4 POU2F2 PPFIA4 PPIF PPP1R15A PPP3R1 PPT1 PRDM1 PRKCA PROCR PTAFR PTGER4 PTGS2 PTK2B PTPN18 PTPN6 PTPRC PTPRE PYCARD PYGL RAB13 RAB32 RAB3IL1 RAP2C RASAL3 RASGEF1B RASSF3 RASSF4 RBM47 RCSD1 REL RGL1 RGS1 RGS19 RHBDF2 RHOG RILPL2 RIN2 RIPK3 RNASE6 RNASET2 RNF125 RNF213 RPS6KA4 RREB1 RUNX1 RUNX3 RYR2 SAMHD1 SAMSN1 SASH3 SAT1 SCAMP2 SCARB1 SCARNA9 SCIN SCPEP1 SELPLG SEPTIN6 SERPINF1 SFMBT2 SGK1 SH2B3 SIGLEC1 SIGLEC14 SIRPA SKAP2 SLA SLC11A2 SLC15A3 SLC1A5 SLC25A19 SLC25A39 SLC37A2 SLC4A1 SLC4A4 SLC6A3 SLC7A11 SLC7A7 SLC9A9 SLCO2B1 SNHG12 SNORD114-1 SNX1 SNX18 SOD2 SORL1 SOX14 SPI1 SPINT2 SPP1 SQSTM1 SRGN ST6GAL1 STAB1 STAT1 STAT5A STAT6 STING1 STK17B STOM STX11 STXBP2 SUCLG2 SYK SYNGR2 SYT6 TAGAP TAL1 TAMALIN TASL TBC1D12 TENT5A TESC TFEC TGFBR2 TIAM1 TICAM1 TLN1 TLR1 TLR4 TLR7 TM6SF1 TMBIM1 TMC8 TMEM119 TMEM144 TMEM19 TMEM35B TMEM63A TNFAIP3 TNFRSF11B TNFRSF1A TNFRSF1B TNFSF9 TOR3A TOR4A TPP1 TPT1 TREM2 TRIM22 TRIM38 TRPV2 TXNIP TYMP TYROBP UBA7 UBC UCP2 ULBP1 USP36 VAMP8 VAV1 VSIG4 WASF2 WIPF1 WNT7B XAF1 YPEL2 ZC3H12A ZC3HAV1 ZFAND2A ZFP36 ZFP36L1 ZFP36L2 ZNF217 ZNF48 MANNO_MIDBRAIN_NEUROTYPES_HNBGABA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANNO_MIDBRAIN_NEUROTYPES_HNBGABA AATK ABLIM3 ACSL4 ACSL6 ACVR1B ADAM23 ADAMTS5 ADCK2 ADCY1 ADCY2 ADGRB1 ADGRB3 ADORA2A-AS1 AHDC1 AJAP1 AK5 AKAP1 AKAP7 AKAP9 AKR1C1 AKR1C2 AMPH ANK1 ANK2 ANK3 ANKRD12 ANKRD13D ANKRD36B ANKRD44 ANKRD9 ANO5 ANO8 ANOS1 APLP1 APOL6 ARFGEF3 ARID4A ARPP21 ASIC2 ASNS ASXL3 ATCAY ATP1A3 ATP1B1 ATP2B1 ATP2B2 ATP8A2 ATP9A B4GALNT4 BAALC BACH2 BASP1 BCL11B BCO2 BDNF BDP1 BEND6 BLCAP BLTP3B BNC2 BRINP1 BRINP2 BRINP3 BRSK1 BSN C11orf87 C12orf76 C1QL4 C1orf35 C22orf42 C3orf62 CA1 CABLES2 CACNA1A CACNA1B CACNA1C CACNA1E CACNA1G CACNG2 CACNG4 CACNG8 CADM1 CADM2 CALN1 CAMK2B CAMK2N1 CAMSAP2 CASZ1 CBLN2 CBLN4 CBX4 CCDC136 CCDC144A CCDC184 CCDC39 CCDC85A CCDC88A CCSER1 CD2 CD24 CD27-AS1 CDH4 CDH8 CDK5R1 CDKL2 CDKL5 CDKN2D CDRT4 CELF2 CELF3 CELF4 CELF5 CEND1 CERS6 CFAP90 CHCHD1 CHD5 CHERP CHGA CHIC1 CHL1 CHN1 CHRNA4 CHRNA7 CHST1 CLVS1 CLVS2 CMIP CMTM4 CNGB1 CNR1 CNTN4 CNTNAP2 CNTNAP3P2 CNTRL COMTD1 CPEB2 CPEB3 CPEB4 CREG2 CRMP1 CSAD CSGALNACT1 CSMD1 CSMD2 CSMD3 CSRNP3 CTNNA3 CTTNBP2 CXADR CYFIP2 DAAM1 DACT1 DCLK1 DCX DENND3 DGKE DICER1 DIRAS3 DLG2 DMTN DNAJC3 DNAJC6 DND1 DNER DNM3 DOCK3 DOCK4 DOK4 DOP1A DPP6 DPYSL3 DSC3 DSCAM DYNC1I1 EDIL3 EEA1 EEF1A2 EID2B ELAVL2 ELAVL3 ELAVL4 ELFN2 ELOVL4 EML5 ENC1 ENPP4 ENSG00000230725 EPB41L1 EPHA5 EPHB1 ERAP2 ERC1 ERC2 EYA4 FAM131B FAM169A FAM171B FAM182B FAR2 FAR2P2 FBLL1 FBXL16 FGF13 FGF14 FGF7P3 FGF9 FHOD3 FLJ16779 FMN2 FNBP1 FNBP1L FNDC5 FRMD3 FRMD4A FRMD4B FRMPD4 FRY GABBR2 GABPB1-AS1 GABRA1 GABRB1 GABRB2 GABRB3 GABRG1 GABRG2 GAD2 GAP43 GATA3 GDPD1 GFOD1 GK5 GLRA2 GLS GNAL GNAO1 GNG2 GNPTAB GOLGA7B GOLGA8A GOLGA8B GP1BB GPM6A GPR12 GPR137C GPR155 GPR176 GPRASP1 GPSM1 GRIA1 GRIA2 GRIA4 GRID2 GRIK2 GRIN3A GRIP2 GRK3 GRM4 GRM5 GRM7 GRM8 GSE1 GUCY1A1 HCN3 HERC2P2 HOOK1 HPCAL4 HS3ST1 HS6ST3 ICA1L IDH3A IGF1 IGFBP3 IKZF4 INA INHBA-AS1 IRGQ JAG2 JAKMIP1 JAKMIP3 JPH3 JPH4 KCNA3 KCNC1 KCNC2 KCND2 KCNIP4 KCNIP4-IT1 KCNK6 KCNMA1 KCTD7 KCTD8 KHDRBS2 KIAA1549L KIF21A KIF21B KIF3A KIF3B KIF5C KIFC2 KIRREL1 KIRREL3 KLC1 KLHL1 KLHL32 KSR2 L1CAM LGI2 LHFPL4 LINGO1 LONRF2 LPCAT4 LPIN1 LRFN5 LRP1B LRRC3B LRRC7 LRRC8C LRRTM3 LRRTM4 LSAMP MAB21L1 MACO1 MAP1B MAP1LC3A MAP2 MAP6 MAP7D2 MAPRE2 MAPRE3 MARCHF1 MARK1 MAST1 MCF2 MCF2L MDGA1 MDGA2 MEG3 MEGF6 MEIS2 MFSD6 MIAT MICU3 MIR124-2HG MMP17 MMP24 MPP2 MPP3 MSANTD3-TMEFF1 MTSS1 MTURN MUC19 MYCBP2 MYRIP MYT1L NALCN NALF1 NALF1-IT1 NAP1L2 NAP1L5 NAT1 NBEA NCAM1 NDRG4 NDST3 NECTIN1 NEGR1 NEIL1 NELL1 NFASC NFATC2 NFIL3 NKAIN2 NKX2-2 NLGN1 NLN NNAT NOL4 NPAS3 NPAS4 NPTXR NPY1R NRG2 NRN1 NRXN1 NRXN2 NRXN3 NSG1 NSG2 NTM NUAK1 OCRL OGDHL OLFM1 OLFM3 ONECUT1 ONECUT2 OPCML OPN5 OPRM1 OPTN PAK3 PAK5 PALB2 PAQR8 PAX5 PBX3 PCDH17 PCDH19 PCDH7 PCDH9 PCDHA7 PCGF3 PCLO PCSK2 PDE11A PDE4D PDE4DIP PDP1 PDPK1 PDZD4 PDZD7 PEG3 PEX5L PFKP PGAP1 PGM2L1 PHACTR3 PIANP PIGX PIK3CD PISD PITX2 PKIA PKNOX1 PLCB4 PLEKHA1 PLEKHA6 PLPPR4 PLXNA2 PLXNA4 PMFBP1 PNCK PNMA8B POLR3E POU2F2 PPARGC1A PPARGC1B PPFIA2 PPFIA4 PPP2R2C PPP3CB PRDM6 PRICKLE2 PRKACB PRKAR2B PRKCB PRLR PRRT2 PSD PSD2 PTPN18 PTPN5 PTPRK PTPRT PXK RAB11FIP4 RAB3B RAB6B RALGAPA1P1 RALGDS RALGPS1 RALYL RAP1GAP2 RAP2B RASA4 RASGEF1B RASSF5 RBFOX1 RBFOX2 RBFOX3 RBMS3 REEP1 REEP2 RETREG1 REV3L RFK RGS7BP RHOU RIMBP2 RIMS2 RIMS3 RIPOR2 RNF112 RNF125 RNF165 RNF175 ROBO1 ROBO2 RTN1 RUFY3 RUNDC3A RUNDC3A-AS1 RUNDC3B RUNX1T1 RUNX3 RYR2 SAMD5 SBK1 SCAI SCAMP1 SCAPER SCD5 SCG2 SCN1A SCN2A SCN3A SCN3B SCN7A SCN8A SCN9A SDC3 SEMA3C SEMA3E SEMA6D SERPINI1 SERTAD4 SEZ6 SEZ6L2 SGTB SH3BP5 SH3GL3 SHANK2 SHROOM2 SIRPA SLC12A5 SLC17A6 SLC1A2 SLC24A3 SLC32A1 SLC37A1 SLC38A1 SLC4A1 SLC4A3 SLC5A7 SLC6A17 SLC7A14 SLC8A1 SLC8A2 SLC9A6 SLC9A7 SLCO3A1 SLITRK1 SLITRK4 SMIM18 SMPD3 SNAP25 SNAP91 SNCA SNORD11 SNORD116-29 SNORD12 SNX1 SNX31 SOCS7 SOGA3 SORCS1 SORCS3 SOX1 SOX14 SPAST SPINT2 SPOCK1 SPOCK3 SPRED3 SRCIN1 SRRM3 SRRM4 SS18L1 SSBP3 ST3GAL2 ST6GAL2 ST8SIA3 STAR STK32B STMN2 STMN4 STRIP1 STX3 STXBP1 STXBP5 SULT4A1 SV2A SV2B SV2C SVOP SYBU SYN2 SYN3 SYNGR3 SYNPR SYP SYT1 SYT13 SYT4 SYT7 SYTL2 TAC1 TAFA1 TAFA2 TAFA5 TAL1 TARBP1 TBC1D24 TBC1D3 TBC1D32 TCEAL2 TENM1 TENM4 TERF2IP TESMIN TFAP2B TGFB2-OT1 THEM4 THSD7B TIGD3 TLN2 TMC7 TMEFF2 TMEM121B TMEM127 TMEM129 TMEM132B TMEM178A TMEM18 TMEM185B TMEM192 TMEM196 TMEM35A TMEM74B TMOD2 TNFRSF6B TNK2 TNRC6C TOX2 TRHDE TRIM36 TRIM46 TRIM58 TRIM67 TSHZ2 TSIX TSPAN7 TSPAN9 TSPYL4 TTLL7 TTN TUBB2B TUBB3 TULP4 UBASH3B UBE2J2 UBE2K UBE2QL1 UBN2 UCHL1 UNC13A UNC79 URB1 VASH2 VAT1L VAV3 VGF VHL VOPP1 VSTM2A VSTM2A-OT1 WDFY4 XIST XKR4 XKR6 XPR1 YPEL2 YPEL3 YPEL4 ZBTB38 ZBTB46 ZFHX2 ZFHX3 ZFHX4 ZNF248 ZNF264 ZNF283 ZNF292 ZNF33B ZNF362 ZNF462 ZNF525 ZNF568 ZNF573 ZNF716 ZNF793 ZNRF3-AS1 MANNO_MIDBRAIN_NEUROTYPES_HNBM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANNO_MIDBRAIN_NEUROTYPES_HNBM ACVR2B ADA2 ADAMTS5 ADGRG1 AFAP1 AJAP1 AMER2 ANK2 AP3B2 APOL4 ASIC3 ASXL3 ATCAY ATL1 ATOSA ATP1A3 AUTS2 BCL11A BHLHE22 BRSK2 BSN BZW2 C1orf35 C3orf14 CADM1 CADPS CALB2 CASD1 CBFA2T2 CCBE1 CCSAP CD2 CD24 CD27-AS1 CDC42EP3 CELF3 CELSR3 CHML CHN2 CLVS1 CLVS2 CNR1 CNTN2 CRACD CRB1 CRMP1 CSMD3 CSRNP3 CTNNA2 CXADR CYRIA DCC DCLK1 DCX DIS3L2 DLL3 DMRTA2 DNAJB5 DPYSL3 DPYSL4 DPYSL5 DSCAML1 DUSP26 EBF1 EBF2 EBF3 EDIL3 EFS ELAVL2 ELAVL3 ELAVL4 EN2 EPB41 FGF9 FMN2 FNDC5 FOXA1 FOXA2 FOXP2 GABARAPL1 GAP43 GAS2 GDAP1L1 GDPD1 GDPD3 GFRA1 GNG2 GNG3 GPC2 GPM6A GREM2 GRIK2 GRIN3A GRM8 GSE1 H2AC25 HEPACAM2 HS3ST1 IGFBPL1 INA INHBA-AS1 INSM1 JPT1 KCNH8 KCNQ3 KIF21B KIF5C KLC1 KLHL35 LCOR LMOD3 LPAR2 LRRC55 LRRTM2 LRRTM4 LZTS1 MAB21L1 MACO1 MAML3 MAP1B MAP2 MAP3K9 MAP6 MAPK6 MAPK8 MCF2L MDGA1 MEGF6 MIAT MIB1 MICAL1 MIR124-2HG MIR671 MIR7-3 MLLT11 MSANTD3-TMEFF1 MTUS2 MYT1 NAPB NAV1 NCAM1 NCAN NEDD4L NEUROD1 NEUROD4 NEUROD6 NEUROG2 NFASC NFIX NHLH1 NHLH2 NKAIN1 NNAT NOVA1 NRN1 NRSN1 NSG1 NXPH4 OTP PAK3 PAPPA PBX3 PCBP4 PCDH8 PCDHGC3 PCSK2 PDE4DIP PDP1 PEX5L PGBD5 PHACTR3 PHF21B PHLDA1 PHTF1 PIP4P2 PITX2 PKP2 PLEKHA6 PLXNA3 POLB POU2F2 POU3F1 POU3F2 POU6F1 PPP1R17 PRDM8 PRKAR2B PRKX PTPRG PTPRO RAB11FIP4 RAB3C RALGDS RAP1GAP2 RBFOX2 RBFOX3 RCOR2 RELN RGMB RGS4 RHOU RMST RND3 RNF165 ROBO1 ROBO3 RPS19 RUFY3 RUNDC3A SAMD5 SBK1 SCG3 SCG5 SCHIP1 SCN3A SCN8A SCRT2 SEC31B SEMA6C SEZ6 SHF SHOX2 SKIDA1 SLC17A6 SLC22A15 SLC38A1 SLC46A3 SLC4A8 SLITRK1 SMIM18 SMPD3 SNAP25 SOBP SOGA3 SOX11 SOX4 SOX5 SRL SRRM4 SSBP3 SSTR2 ST18 ST6GAL1 ST6GAL2 ST8SIA2 ST8SIA3 STMN1 STMN2 STMN4 STXBP5 SV2B SVIP SYT7 TAGLN3 TAMALIN TERF2IP TES THSD7A TLCD3B TMEM121B TMEM163 TMEM169 TMEM86B TMSB15A TMTC4 TOX3 TRIM36 TRPM8 TSIX TSPAN11 TSPAN13 TUBA1A TUBB2B TUBB3 TUBB4A UBE2QL1 VASH2 VAV3 VWA5A VWDE XIST XKR4 ZBTB46 ZFHX4 ZFTA ZHX1 ZMAT4 ZNF117 ZNF195 ZNF33A ZNF529-AS1 ZNF737 ZNF738 ZNF878 ZSCAN9 MANNO_MIDBRAIN_NEUROTYPES_HNBML1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANNO_MIDBRAIN_NEUROTYPES_HNBML1 ACTL6B ACVR1B ACVR2B ADA2 AKR1C1 AKR1C2 AMER2 ANK2 ANK3 AP1S2 ARFGEF3 ARPP21 ASIC4 ASNS ASPA ASXL3 ATCAY ATL1 ATP11C ATP1A3 BASP1 BCL11A BIN1 BRSK2 BZW2 C1QL1 C1QL4 C1orf35 C2CD4C CACNB3 CACNB4 CACNG7 CADPS CBLN2 CCBE1 CCDC122 CCDC184 CD2 CD24 CDK5R1 CELF3 CELF5 CELF6 CELSR3 CLCN4 CMIP CNR1 CNTN2 CRMP1 CSMD3 CSRNP3 CTNNA2 CXADR CXXC4 CYRIA DCC DCX DOCK3 DOCK4 DOK6 DPYSL3 DRD2 DSCAM DTD1 DUSP26 EBF1 EBF3 EDIL3 ELAVL2 ELAVL3 ELAVL4 ENSG00000248540 ENTREP2 EPB41 EPHA8 ETFB FGF12 FGF14 FGF9 FHOD3 FMN2 FNIP2 FOXA1 FOXA2 FOXD2 FOXD2-AS1 FOXP2 GABRB3 GABRG2 GAP43 GDAP1L1 GLRA2 GNAL GNG2 GNG3 GP1BB GPC2 GPM6A GPR12 GPRIN3 GRIA2 GRIN3A GRM4 GSDME GSE1 HS6ST3 IGSF9 INA INSM1 ISLR2 ITGA6 JPH4 JUP KCNA3 KCNH8 KCNQ3 KCTD4 KIF21A KIF21B KIF26A KIF3C KIF5C KLC1 KLHL32 KLHL35 LCOR LHX1 LINGO1 LPAR2 LPCAT4 LRRC49 LRRC55 LRRTM4 MACROH2A2 MAML3 MAP1B MAP2 MAP6 MAP7D2 MAPK6 MAPK8 MAPK8IP2 MAPRE3 MAST1 MCF2 MCF2L MIAT MICAL1 MIR124-2HG MIR7-3 MLLT11 MPP3 MSANTD3 MSANTD3-TMEFF1 MSI1 MYO5A MYT1 NALF1 NAP1L3 NAPB NAV1 NCAM1 NDRG4 NDST3 NEGR1 NELL2 NFASC NHLH2 NKAIN2 NKX6-2 NMNAT2 NNAT NREP NRN1 NSG1 NUAK1 NXPH4 NYAP1 OCIAD2 OLFM1 OLFM3 ONECUT1 ONECUT2 PAFAH1B3 PAK3 PAK5 PALB2 PCBP4 PCDH11X PCDH9 PCSK1 PCSK1N PDE1A PDZD7 PER1 PEX5L PGM2L1 PHACTR3 PHF21B PHLDA1 PHYHIPL PITX2 PKP2 PLCL1 PLCXD3 PLEKHA6 PLPPR1 PLPPR3 POU2F2 POU3F1 POU3F2 PRKACB PRKAR2B PRRT2 PSD2 PTPN3 PTPN5 RAB3A RAB3C RAB9B RAP1GAP2 RAPGEF5 RASGEF1B RBFOX2 RHOU RIPOR2 RNF112 RNF165 RNF175 ROBO1 ROBO2 RPL13AP5 RPL23A RPS19 RPS6KA2 RTN1 RUFY3 RUNDC3A RUSC1 SAMD5 SBK1 SCAMP5 SCG3 SCG5 SCN3A SCN8A SCUBE1 SEMA3A SEMA3E SEZ6L SEZ6L2 SH3PXD2A SHISA2 SHISA6 SHROOM2 SIM1 SLC17A6 SLC22A15 SLC37A1 SLC38A1 SLC4A8 SMIM18 SMPD3 SNAP25 SNAP91 SOX11 SOX4 SPINT2 SRGAP1 SRRM4 SRSF12 ST6GAL1 ST8SIA3 STMN1 STMN2 SV2A SVOP SYBU SYCP2 SYN3 SYT4 SYT6 SYT7 TAC1 TAFA2 TAGLN3 TBC1D3 TENM1 THSD7A TLCD3B TMEM132B TMEM169 TMEM178A TMEM196 TMEM35A TMSB15A TOX3 TRIM36 TRIM67 TRMT13 TSC22D1-AS1 TSIX TTC9B TUBA1A TUBB2B TUBB3 TULP4 UBE2QL1 UCHL1 UNC13A USP44 VASH2 VWDE WNT7A XIST XKR4 XPR1 YPEL4 YWHAG ZBED10P ZBTB38 ZBTB6 ZC3H8 ZMAT4 ZNF521 ZNF697 ZNF737 ZNF878 MANNO_MIDBRAIN_NEUROTYPES_HNBML5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANNO_MIDBRAIN_NEUROTYPES_HNBML5 AASDHPPT AATK ABLIM3 ACTL6B ACVR1B ACVR2A ADARB2 ADAT2 ADD2 ADGRB3 AFF2 AJAP1 AKAP1 AKR1C1 AMER2 AMER3 AMPH ANK2 ANK3 ANKIB1 ANKRD13B ANKRD44 ANKS1B APBA2 APC APC2 APLP1 APOL6 ARFGEF3 ARPP21 ASIC1 ASIC4 ASXL3 ATCAY ATOSA ATP1A3 ATP8A1 AUTS2 B3GALT2 BASP1 BCL11A BCL11B BEND4 BHLHE22 BICD1 BSN BZW2 C1orf35 C22orf42 CACNA1G CACNB3 CACNG2 CADPS CASKIN1 CASZ1 CBLN4 CCDC112 CCDC85A CCDC85B CD2 CD24 CDH13 CDH4 CDK5R1 CELF3 CELF4 CELF5 CELSR3 CEP126 CHGA CHN2 CHST1 CLCN4 CLUL1 CMIP CNGB1 CNR1 CNTNAP2 COMTD1 CORO2A CPEB2 CPEB3 CPEB4 CRACD CRMP1 CSRNP3 CTSC CXADR DACT1 DACT3 DCC DCX DGKE DICER1 DLG3 DMTN DNAJC16 DNAJC6 DNER DNM3 DOK6 DOT1L DPYSL3 DSCAM DUSP26 DUSP4 EFCAB7 ELAVL2 ELAVL3 ELAVL4 EMX2 EMX2OS ENC1 ENO2 EPB41 EPHA3 ERC2 ESRRG EYA1 F11R FABP3 FAM117B FAM81A FBXL12 FGF14 FGF9 FICD FMN2 FNDC9 FOXA2 FRMD5 FRY FSCN1 FSD2 FTO FUT9 GABRA1 GABRB2 GABRG2 GAD1 GAD2 GATA2 GATA3 GATA3-AS1 GNAO1 GNG2 GNG3 GNPTAB GOLGA8B GPC2 GPM6A GPR12 GPR137C GPR26 GRIA1 GRIA2 GRIA4 GRIP1 GRIP2 GRM7 GSE1 HBA1 HBB HCN3 HDAC1 HERC1 HIVEP3 HOOK1 HS3ST4 HS6ST3 IGBP1 IGFBPL1 INA INSM1 IRF2BPL IRGQ IRX2 JAKMIP2 JPH4 KALRN KCNC1 KCNC2 KCNH8 KCNMA1 KCNMB2 KDM5B KIF21A KIF21B KIF5C KIRREL3 KLC1 KLF7 KLHL14 KLHL35 KSR2 L1CAM LARP1B LHFPL4 LHX1 LHX5-AS1 LINC00205 LINGO1 LMO1 LMOD3 LMTK3 LONRF2 LPIN1 LRATD1 LRCH2 LRRTM2 MACO1 MACROH2A2 MAP1B MAP2 MAP3K9 MAP6 MAP7D2 MAPK8 MAPRE3 MARK1 MAST1 MCF2 MDGA1 MDGA2 MED12L MEG3 MFSD6 MIAT MICU3 MIR124-2HG MLLT11 MMP24 MSANTD3-TMEFF1 MTUS2 MUC19 MVB12B MYT1 MYT1L NALCN NALF1 NAP1L3 NAV1 NBEA NCAM1 NCAN NCDN NCS1 NDRG4 NEDD4L NELL1 NFASC NKAIN2 NKX2-2 NLN NMNAT2 NNAT NOL4 NOVA1 NOVA2 NPTXR NREP NRXN1 NRXN2 NRXN3 NSG1 NSG2 NTNG1 NUAK1 NXPH2 ONECUT1 OPCML OPN5 OPTN OSBPL6 PAK3 PAK5 PAPPA PAPPA2 PAQR5 PAX5 PBX3 PCDH11X PCDH7 PCDH9 PCGF3 PDE11A PDP1 PDS5B PDZD7 PEG3 PGM2L1 PHACTR3 PHF21B PHYHIPL PIANP PITPNC1 PLEKHA6 PLPP2 PLPPR1 PLPPR2 PLXNA2 PLXNA3 PLXNA4 PLXNC1 PNMA2 PNOC POU2F1 POU2F2 PPFIA2 PPP1R17 PPP2R3A PRKACB PRKAR2B PRKCB PROX1 PRSS12 PSD2 PTPN5 PTPRN2 PTPRO PTPRT RAB11FIP4 RALGPS1 RAP1GAP2 RAPGEF5 RBFOX1 RBFOX2 RCOR2 REEP2 RGS7BP RIMS1 RIMS2 RIMS4 RIPOR2 RNF112 ROBO1 ROBO2 RPH3A RTN1 RUNX1T1 RYR2 SAMD11 SAMD14 SBK1 SCAI SCARNA22 SCD5 SCN2A SCN3A SCN3B SCN8A SCRT2 SEC31B SEPTIN3 SERTAD4 SEZ6L2 SH3BP5 SHANK2 SHISA2 SHISAL1 SIX3 SIX3-AS1 SLC12A5 SLC16A9 SLC32A1 SLC37A1 SLC38A1 SLC8A2 SLC9A6 SLCO3A1 SLITRK1 SLITRK4 SMAD9 SMPD3 SNAP25 SNORA12 SOX1 SOX11 SOX14 SOX4 SPEF1 SPEG SPOCK3 SRCIN1 SRRM3 SRRM4 SSBP3 ST18 ST8SIA3 STK32B STMN2 STMN4 STRIP1 STXBP1 SULT4A1 SV2A SYBU SYNPR SYT13 SYTL2 TAC1 TAFA2 TAGLN3 TAL1 TAOK3 TCAF1 TCERG1 TCERG1L TENM1 TENM2 TERF2IP THSD7A TLCD3B TMCC1 TMEM121B TMEM132B TMEM169 TMEM192 TMEM35A TMOD2 TNFRSF6B TOX2 TOX3 TP53I11 TRHDE-AS1 TRIM13 TRIM36 TRIM67 TSHZ2 TSIX TSPOAP1 TSPYL4 TUBB2B TUBB3 UBE2QL1 UBN2 UCP3 UNC13A USH2A USP27X USP49 VASH2 VSNL1 VSTM2A VSTM2B WNT11 XKR4 XKR6 XPR1 YWHAG ZBTB43 ZC3H12C ZFHX2 ZFHX3 ZFHX4 ZFPM2 ZHX1 ZNF117 ZNF195 ZNF283 ZNF385D ZNF441 ZNF697 ZNF776 ZNF793 MANNO_MIDBRAIN_NEUROTYPES_HNPROG https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANNO_MIDBRAIN_NEUROTYPES_HNPROG ABCA1 ACTL6A ADAMTS5 ADORA2A-AS1 AGO1 ANKRD13B ANOS1 ARHGAP11A ARHGAP28 ARL4A ASB2 ASCL1 ASPA ASPM ATP8A1 ATP8B5P BDH2 BHLHE22 BIRC5 BOC BRSK2 BUB1B CADPS CBFA2T2 CCDC152 CCDC88B CCN1 CCNA2 CCNB2 CCND1 CCND2 CD24 CDC25B CDCA3 CDCA8 CDK1 CDKN1C CELF3 CELSR3 CEMIP2 CENPF CHN2 CHST1 CKAP2L CLVS1 COBL CRB1 CRNDE DCC DCX DDC DEPDC1 DEPDC1B DIS3L2 DLGAP5 DLL1 DLL3 DMRTA2 DNAH2 DOK5 DPH5 EBF2 EFS ELAVL2 ELAVL4 ENO3 ENTREP2 EPB41 EPHA4 EPHB2 FAM72A FAM83D FBXW7 FMN2 FNDC5 FOXA2 FOXN3 FREM2 FRMD5 GNG5 GPC2 GPRIN3 GPSM2 GSE1 GTSE1 GULP1 H2BC9 H3C2 H3C7 HEPACAM2 HES6 HIC2 HJURP HMGA1 HMGB2 HNRNPA1L2 HNRNPA1P1 HUNK IGDCC3 IGF2BP1 IGFBPL1 IGSF9 INSM1 KCNQ2 KIAA1755 KIF11 KIF14 KIF15 KIF23 KIF2C KIF4A KLHDC8A KNL1 LAMA5 LMOD3 MAD2L1 MAGOHB MAP6 MAT2B MEGF6 MFNG MIAT MIR17HG MKI67 MLLT11 MSANTD3-TMEFF1 MSI1 MT1X MUSTN1 MYT1 NCAPH NDNF NEK2 NES NEUROD1 NEUROD4 NEUROG1 NEUROG2 NHLH1 NKX2-3 NPTX2 NRN1 NUF2 NUSAP1 OTX2 PAK1 PARPBP PBK PCBP4 PCDH8 PCSK2 PDE11A PDE1A PDPN PHF21B PHLDA1 PIF1 PIMREG PLK1 PMAIP1 POU3F1 POU3F2 PPP1R17 PRC1 PRDX1 PRMT8 PROSER1 PSRC1 PTX3 RACGAP1 RAP1GAP2 RCOR2 RFTN2 RGS4 RHOH RHOU RNF165 RPL13AP5 RPL18 RPL23A RPL36A-HNRNPH2 RPS14 RPS19 RTKN2 SCARNA14 SEMA3A SGO1 SGO2 SLC6A8 SNHG5 SOX11 SOX2 SP5 SRL SRRM4 ST18 STK17B STMN1 TACC3 TAGLN3 TCF12 TEAD2 TFDP2 THSD7A TMEM132B TMEM169 TMPRSS5 TMSB15A TNFRSF19 TOP2A TP53I11 TP53TG1 TPX2 TRIM59 TSIX TSPAN11 TSPAN18 TUBB3 UBE2C VXN WNT5A WNT7A XIST ZBTB18 ZC3H12C ZMAT4 ZNF28 ZNF573 ZNHIT2 MANNO_MIDBRAIN_NEUROTYPES_HOMTN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANNO_MIDBRAIN_NEUROTYPES_HOMTN AATK ABCA3 ABCC8 ABLIM1 ACOT7 ACSL4 ACTL6B ACVR1B ADAM22 ADCY1 ADCY2 ADGRA1-AS1 ADGRB3 AHNAK2 AKR1C1 AKR1C2 ALCAM ANK2 ANK3 APC2 APLP1 ARFGEF3 ARG2 ASNS ATCAY ATL1 ATP11C ATP1A3 ATP2B1 ATP2B2 ATP6V1A B4GALNT1 BACH2 BASP1 BEX1 BEX2 BEX5 BRINP2 BSN BZW2 C11orf87 C17orf75 C1QL2 C1orf35 C4orf48 CACNA1C CACNB3 CACNG2 CADM1 CADM3 CAP2 CASZ1 CCDC112 CCDC184 CD2 CD24 CELF3 CELF6 CELSR3 CEND1 CHGA CHN2 CHRM2 CHRNA3 CHRNB4 CLCN4 CLUL1 CLVS1 CNST CNTN2 CNTN4 CNTNAP2 CNTNAP4 CORO2A CPEB3 CPNE8 CRMP1 CRNDE CSMD3 CTNNA2 CTXN2 CTXN3 CXADR CYP4X1 DACH1 DBH DCX DGCR6 DMTN DNAJC6 DNM1 DNM3 DOCK4 DOK4 DOK5 DOK6 DPYSL3 DTD1 DUSP26 ECEL1 EDIL3 EEF1A2 ELAVL2 ELAVL3 ELAVL4 ELOVL4 ENO2 ENSG00000248540 EPB41L1 EPHA3 ESRRB ESRRG ETFB EYA1 FABP6 FADS3 FAIM2 FAM131B FAR2P2 FAXC FGF1 FGF13 FGF9 FNBP1L FNDC5 FNDC9 FRY FSD1 FSTL5 GABRA5 GABRG2 GAP43 GARNL3 GDAP1 GDAP1L1 GLRA2 GLRX GNAL GNG2 GNG3 GPC2 GPR155 GPR176 GPR85 GPRIN1 GREM2 GRIA4 GRIK1 GRM1 GSG1L HCN3 HMGCLL1 HSPA12A HTR3A INA INHBA-AS1 INSYN2A IRX3 ISL1 ISL1-DT ISL2 JPH3 JPH4 JUP KCNH8 KCNMA1 KHDRBS3 KIF21A KIF26A KIF3A KIF5C KIFAP3 KIFC2 KLC1 L1CAM LCOR LHX4 LINGO1 LRFN5 LRRN3 LRRTM2 LYST LZTS1 LZTS3 MAB21L2 MAP1B MAP1LC3A MAP2 MAP3K9 MAP4 MAP6 MAP7D2 MAPK6 MAPRE3 MAST1 MCF2 MCF2L MDGA2 MEG3 MGAT5 MIR218-2 MIR7-3 MLLT11 MMP24 MPP2 MPP3 MSANTD3-TMEFF1 MT1F MYO5A MYT1 N4BP3 NALF1 NAPB NEFL NEFM NEIL1 NELL1 NELL2 NETO1 NFASC NIPA1 NLN NMNAT2 NRP2 NSG1 NTRK1 NYAP1 OCIAD2 OGDHL OLFM1 OSBPL6 P2RX3 PAFAH1B3 PCBP4 PCDH7 PCDH9 PCDHA7 PDE1B PDP1 PEX5L PFKM PHACTR3 PHF21B PHOX2A PHOX2B PIANP PID1 PIP4P2 PLCB1 PLCL1 PLCXD3 PLPPR2 PLPPR4 PLXNA3 PLXNA4 PMFBP1 POU6F2 PPFIA2 PPP2R2B PPP2R2C PRKACB PRKAR2B PRMT8 PRPH PRRT2 PSD2 RAB11FIP4 RAB15 RAB3A RAB6B RAB9B RAPGEF5 RAPH1 RASA4 RBFOX1 RBFOX2 RBMS3 RCOR2 REEP1 RELN RHOU RIMBP2 RIPPLY2 RNF157 RNF165 RTN1 RUFY2 RUNDC3A RUNDC3B RUSC1 RXRG SCG5 SCN3A SCN8A SCN9A SCRT2 SEMA3A SEMA3C SEMA3D SEMA3E SEMA4D SEMA6D SEPTIN3 SEPTIN6 SEZ6L2 SH3PXD2A SHROOM2 SHTN1 SIM2 SLC18A3 SLC1A4 SLC38A1 SLC4A8 SLC5A7 SLC6A15 SLIT3 SLITRK1 SLITRK4 SMAP2 SMPD3 SNAP25 SNCA SNCB SNCG SNORD116-1 SNORD116-24 SNX1 SP5 SPINT2 SPOCK3 SRL SRRM3 SRRM4 SST ST18 ST8SIA3 STAC STMN1 STMN2 STMN3 STMN4 STXBP1 STXBP5 SULT4A1 SV2C SVOP SYN3 SYP SYT2 SYT4 SYT7 TAGLN3 TCEAL5 TENM2 TENM3 THSD7B TIGD3 TLCD3B TLE4 TLN2 TMEM121B TMEM169 TMEM255A TMEM59L TMOD2 TMX4 TRHDE TRIM36 TRIM8 TRPV2 TSPAN7 TSTD1 TTC9B TUBA1A TUBB2A TUBB2B TUBB3 UBE2QL1 UCHL1 UNC79 VAT1L VGF VSTM2A VSTM2L XKR4 ZC2HC1A ZFHX3 ZMAT4 ZNF33B MANNO_MIDBRAIN_NEUROTYPES_HOPC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANNO_MIDBRAIN_NEUROTYPES_HOPC ACSS1 ADAM22 ADAMTS3 ADAMTS6 ADCYAP1R1 ADGRB1 ADGRG1 AFAP1L2 AFF1 AGA AIF1L AK4 AKAP7 ANGPTL2 ANKRD44 ANKS1B APOD APOL6 ARC ARHGAP11A ARHGAP23 ARHGAP42 ARL8A ASCL1 ASTN1 ATCAY ATP13A2 ATP13A4 ATP1B1 ATP1B2 ATP2B4 B4GALNT1 B4GALT6 BAALC BAMBI BARD1 BCAN BCHE BCLAF3 BIRC3 BIRC5 BIVM-ERCC5 BLOC1S1 BOC BRINP1 BRINP2 BRINP3 BUB1B C1QL1 C1orf21 C21orf58 C2orf27A C2orf72 CA1 CACFD1 CACNA1G CACNG2 CACNG7 CADM2 CADM4 CALCRL CASK CCDC175 CCDC39 CCND2 CDCA7L CDK7 CEND1 CEP83-DT CGREF1 CHKB-CPT1B CHN1 CHST11 CHTF8 CMYA5 CNMD CNTN1 COL2A1 COL9A1 COL9A3 CPEB1 CPNE2 CREB5 CRTAC1 CRYL1 CSGALNACT1 CSMD3 CSPG5 CTHRC1 CTNND2 DBI DCLK2 DHX32 DNAAF3 DNAH7 DND1 DNER DNM3 DOCK1 DPP6 DSEL EDNRB EFCAB14 EGFR EGR1 EID2B ELF1 ELFN2 EPN2 ERBB3 ERF ETV1 ETV5 EVI2A EYA2 FABP5 FABP7 FALEC FAM181B FAM182B FAM89A FGFBP3 FICD FXYD6 FYN GAB1 GABBR2 GAL3ST1 GAREM2 GATM GFOD1 GNAL GNG4 GNG7 GPM6A GPM6B GPR17 GRAMD1C GRB14 GRIA3 GRIA4 GRID1 GRID2 GRM5 GTSE1 HAGH HBA1 HBA2 HBB HBG1 HBG2 HEPACAM HEPN1 HES5 HSH2D IDH1 IFI27L2 IGF1 IGFBP2 IGSF9B INHBB INTS1 ITGAV ITGB5 ITGB8 ITM2C ITPKB ITPR2 JPH3 KANK1 KCND2 KCNE5 KCNIP1 KCNJ1 KCNQ2 KIF13A KIF14 KLRC2 KRT14 KRT17 LGR5 LHFPL2 LHFPL3 LIMA1 LINGO1 LMOD3 LPAR4 LRP1 LRRC4C LRRK2 LRRTM3 LRRTM4 LUZP2 MAML2 MAP3K1 MCTP1 MDGA2 METRN METTL7A MIR9-1HG MMP16 MMP2 MT2A MT3 MYT1 NALF1 NCAM2 NCAPH NDRG2 NEIL1 NEK6 NELL1 NETO1 NFIX NHERF1 NKAIN4 NKX2-2 NLGN1 NLGN2 NLGN3 NLGN4Y NPAS3 NRXN1 NTM NTRK3 NXPH1 OLIG1 OLIG2 OMG OPCML OPHN1 OSBPL6 PBK PCDH11X PCDH15 PCDH17 PCDHA7 PCDHGB4 PCDHGC3 PDE1C PDGFRA PEA15 PHACTR3 PHGDH PHLDA1 PHYHIPL PID1 PIF1 PLAT PLEKHH2 PLLP PLPP4 PLPPR1 PLPPR2 PMP2 PMP22 PPP2R2B PRDM8 PREX1 PRKCA PRKCQ-AS1 PSD PTN PTPRE PTPRT PTPRZ1 PXDC1 QKI RAB31 RAB9A RARG RFTN2 RIMS1 RIT2 RNF144A ROBO3 RTKN2 RUNDC3A SALL3 SAPCD2 SCAMP2 SCARB1 SCD5 SCG3 SCN1A SCN3A SCRG1 SCUBE2 SDC3 SEL1L3 SERINC5 SERPINE2 SEZ6 SEZ6L SGO1 SGO2 SH3D19 SHC3 SIRT2 SKA3 SLC15A2 SLC16A14 SLC1A2 SLC22A17 SLC25A16 SLC35F1 SLC44A1 SLC6A1 SLC7A11 SLC9A7 SLC9A9 SLITRK1 SLITRK2 SLITRK4 SMOC1 SNTG1 SORCS3 SOX1 SOX2 SOX2-OT SOX5 SOX6 SOX8 SOX9 SOX9-AS1 SPATA6 SPRED1 SPRY4 SRI SSPOP STK32B TAF1B TAFA2 TAFA5 TAMALIN TAOK3 TF THUMPD2 THY1 TIMP4 TMEM35B TMOD1 TMOD2 TNK2 TNS1 TOP3A TPPP TRAF4 TRIM67 TRIM68 TSPAN12 TSPAN7 TTK TTYH1 TYMS UBL3 UHRF1 VXN WFDC1 WNT7B WSCD1 XYLT1 ZCCHC24 ZFP36L1 ZGRF1 ZMAT3 MANNO_MIDBRAIN_NEUROTYPES_HPERIC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANNO_MIDBRAIN_NEUROTYPES_HPERIC A2M AAMDC ABCA1 ABCA9 ABCC9 ABHD17A ABHD2 ACOT9 ACTA2 ACTN1 ADA ADAM12 ADAM9 ADAMTS1 ADAMTS18 ADAMTS4 ADAP2 ADCY4 ADGRA2 ADGRD1 ADGRF5 ADORA2B AFAP1L2 AGAP2-AS1 AGRN AKAP12 ALDH9A1 ALX4 AMOTL1 ANGPT2 ANGPTL4 ANKRD37 ANKRD44 ANPEP ANTXR1 ANXA2 ANXA4 ANXA5 ANXA6 AP2S1 APOBEC3C APOE APOL6 APOLD1 ARAP3 ARHGAP1 ARHGAP15 ARHGAP24 ARHGAP26 ARHGAP29 ARHGAP42 ARHGAP6 ARHGDIB ARHGEF12 ARHGEF17 ARHGEF4 ARHGEF6 ARID5B ARRDC2 ASAH1 ASB9 ATF3 ATP1A2 ATP1B2 ATP1B3 ATP8B1 AVPR1A AXIN2 AXL B2M B4GALT3 BCAP29 BCHE BCL3 BCL6 BGN BTN3A3 C11orf96 C16orf89 C1QTNF1 C1S C2CD2L C9orf153 CA2 CA4 CACNA1C CACNB4 CADM4 CALCRL CALD1 CALU CAMK2D CARMN CASP4 CAST CASTOR1 CAV2 CAVIN3 CCDC17 CCDC3 CCDC8 CCL2 CCL8 CCM2L CCN1 CCN4 CCT8L1P CD163L1 CD164 CD19 CD248 CD4 CD44 CD63 CD81 CD9 CDC42EP2 CDC42EP5 CDH11 CDH6 CDK7 CDKN1A CEBPB-AS1 CEBPD CETP CFH CFHR1 CHCHD1 CHMP1B CHST2 CHSY3 CISD1 CISH CLDN7 CLEC11A CMKLR1 CMTM6 COBLL1 COL18A1 COL1A2 COL21A1 COL3A1 COL4A1 COL4A2 COL5A2 COL5A3 COL6A1 COL9A1 COLEC11 COLEC12 COX4I2 COX7A1 CPED1 CPQ CPT1A CREM CRIP1 CRISPLD2 CRTAP CSAG1 CSPG4 CSRNP1 CTDSP1 CTSK CXCL2 CYBA CYP4X1 CYSLTR1 CYSTM1 CYTH3 DAAM2 DACT1 DACT3 DBH DBNDD2 DCBLD1 DCLK3 DCN DDIT3 DENND2B DGKA DGKH DNAJB4 DNAJC15 DNM3OS DOCK1 DOCK6 DRAM1 DSP DUSP5 DYNLT3 EBF1 ECE1 ECH1 ECM2 EDNRA EFCAB14 EFCAB5 EFEMP2 EFHD2 EGR1 EGR2 EGR3 EHBP1L1 EHD2 ELL2 ELOVL1 EMCN EMILIN1 EML2-AS1 EML3 EMP2 ENPEP ENTPD1 EPAS1 EPB41L1 EPB41L2 EPHA2 EPHB4 EPHX1 EPS8 EPSTI1 ERF ETS1 EVA1B EVA1C F2R F2RL2 F3 FABP4 FAM13A FAM162B FAM43B FAR2 FARP1 FBN1 FCGRT FCHSD1 FERMT2 FES FGD5 FHL5 FILIP1L FKBP1A FKBP5 FLNA FMNL3 FMO1 FN1 FNDC3B FOS FOSB FOXC1 FOXD1 FOXF2 FOXL1 FOXQ1 FOXS1 FRMD4B FRMD6 FRMD8 FRZB FSTL1 FZD1 GAB1 GABRE GADD45B GALNT18 GAS6 GBGT1 GDF15 GEM GGT1 GGT5 GGTLC2 GIMAP2 GIPC3 GJA4 GJA5 GJC1 GLA GLRX GLS GLT8D2 GMFG GNG11 GNG12 GP1BB GPC1 GPER1 GPNMB GPR21 GPR4 GPRC5C GPX8 GRK3 GRM3 GRN GSN GSTK1 GUCY1A1 GUCY1A2 GUCY1B1 HAAO HADHB HBA1 HBA2 HBB HBEGF HBG1 HBG2 HCST HES1 HES4 HEXIM1 HEY2 HEYL HIC1 HIGD1B HOPX HRC HSPA2 HSPB1 HSPB8 HTATIP2 HTR1A HTR1F HTRA3 ID3 IER2 IFI27L2 IFI35 IFI44 IFITM1 IFITM2 IFITM3 IGFBP4 IGFBP7 IL17RC IL1R1 ILK ING1 INS-IGF2 IQGAP1 IRF1 ISCA1 ISG15 ISYNA1 ITGA1 ITGA11 ITGA4 ITGA8 ITGAV ITGB1 ITGB5 ITIH5 ITM2C ITPKB ITPRIP ITPRIPL2 JAG1 JAK1 JAML JUN JUNB KANK1 KANK2 KCNE3 KCNE4 KCNJ8 KCNK3 KCNMB1 KCNMB3 KCNS3 KCP KIRREL1 KLF1 KLF3 KLF6 KLF9 KLHL15 KMT2E-AS1 KRT17 KRT5 L1TD1 L3HYPDH LAG3 LAMA2 LAMA4 LAMB1 LAMB2 LAMC1 LAMC3 LAPTM4A LATS2 LAYN LBH LCP2 LDLRAP1 LEPR LGALS1 LGALS3BP LHFPL6 LIMA1 LIMS1 LINGO1 LMNA LMOD3 LOXL2 LPAR6 LPP LPP-AS2 LRIG1 LRP1 LRRC17 LRRC32 LRRC55 LSMEM1 LTBR LUM LYPD3 LZTS1 M6PR MAFF MAGED2 MAGT1 MAML2 MAP1LC3A MAP2K3 MAP3K20 MAP3K5 MCAM MEF2C MEF2D MELTF MFGE8 MFRP MGLL MGP MICOS10-NBL1 MIR198 MIR22HG MIR4435-2HG MMP11 MMP25 MOCS1 MOGAT1 MPZ MRC2 MS4A8 MSN MSRB3 MT2A MTUS1 MUSTN1 MXRA5 MYADM MYC MYH9 MYL12A MYL12B MYL9 MYLK MYO1B MYO1C MYOF MYOM2 NAALADL1 NAB1 NAGA NCK2 NCOA7 NDUFA4L2 NECTIN2 NFATC4 NFE2L2 NHERF1 NHERF2 NIBAN1 NID1 NID2 NKX3-2 NODAL NOSTRIN NOTCH2 NOTCH3 NQO1 NR2F2 NR3C1 NR4A1 NR4A3 NRARP NUDT4 OAZ2 OLFML1 OLFML2A OLFML3 OPCML OSMR OSTF1 P2RY14 PABPC1 PABPC4L PAG1 PALD1 PAMR1 PAPSS2 PARP14 PARVA PCDH18 PCOLCE PDE2A PDE3A PDE4C PDE5A PDE7B PDE8A PDE8B PDGFRB PDGFRL PDLIM1 PDLIM2 PDZD2 PEAK1 PELO PER1 PFN1 PGF PGGHG PHLDA1 PHLDB3 PID1 PIEZO1 PIEZO2 PIK3CD PIK3CD-AS2 PIP4P2 PIP5K1B PKIG PLA2G4C PLA2R1 PLAC9 PLAT PLAUR PLCE1 PLCL1 PLEKHG2 PLEKHH2 PLOD1 PLS3 PLSCR1 PLSCR4 PLTP PLVAP PLXDC1 PMEPA1 PMP22 PNRC1 POLD4 POLR1F POMP PPARGC1B PPFIBP1 PPIB PPIC PPP1R12A PPP1R14A PRDX4 PRELP PRKAR1A PRKCB PRKCD PRKG1 PRMT8 PRR16 PRX PTEN PTGDR2 PTGR1 PTGS2 PTH1R PTN PTPRG PTPRK PTPRM PXDC1 PXDN PXK PYCARD-AS1 PZP RAB13 RAPGEF3 RAPGEF4 RAPGEF5 RARG RASGRP2 RASL12 RBMS1 RBMS2 RBMS3 RBMS3-AS3 RBPMS RCAN1 RCSD1 REEP3 RERGL RFTN1 RFXANK RGL1 RGS16 RGS5 RHBDL2 RHOC RHOJ RNF135 RNF213 ROBO3 RRAD RRAS RSU1 RUNX1 RUNX3 S1PR3 SASH1 SCAMP2 SCN4B SCPEP1 SDCBP SEMA5A SEPTIN11 SEPTIN4 SEPTIN6 SEPTIN7 SEPTIN8 SERF1A SERINC3 SERINC5 SERPINB6 SERPING1 SERPINH1 SERTAD1 SGCE SH2B3 SH2D3C SH3KBP1 SH3PXD2A SHC1 SHISA3 SIDT1 SIK1 SLC12A2 SLC12A7 SLC16A12 SLC25A5 SLC2A14 SLC2A2 SLC2A3 SLC35A1 SLC38A11 SLC38A2 SLC4A1 SLC66A3 SLC6A1 SLC6A12 SLC8A1 SLC9A1 SLCO1C1 SMAGP SMTN SNAI2 SNAP23 SNHG12 SNHG18 SNHG5 SNRK SNX18 SOCS3 SORBS1 SPARC SPARCL1 SPATS2L SPECC1 SPON2 SPRED1 SPRY1 SPRY4 SPTBN1 SRPX SSR3 ST3GAL5 STARD13 STARD8 STAT3 STAT4 STAT6 STEAP1B STING1 STOM STOML3 SUCLG2 SULT1E1 SVEP1 SVIL SYCP2 SYNM SYNPO SYPL1 SYTL2 SYTL4 TACC1 TAGLN TAGLN2 TAPBPL TBC1D2B TBX15 TBX18 TBX2 TBXA2R TCIRG1 TEAD4 TENT5A TES TESC TFPI TGFB1 TGFB3 TGFBI TGFBR2 THY1 TIMP1 TIMP2 TJP1 TLE1 TLN1 TMBIM1 TMC4 TMEM19 TMEM35B TMEM74B TMOD3 TNFAIP1 TNFAIP3 TNFAIP6 TNFRSF1A TNFRSF21 TNN TNS1 TNS2 TNS3 TPM2 TPM4 TRIM22 TRIM38 TRPC6 TRPV2 TSC22D3 TSC22D4 TSPAN12 TSPAN7 TTYH2 TUBB6 TULP2 TWIST1 TXNIP UACA UBA7 UBASH3B UCKL1-AS1 UGP2 UNC5B VAMP3 VAMP5 VAMP8 VCL VSIG2 VSTM4 WASF2 WDFY4 WDR1 WIPI1 WWTR1 YBX3 ZBTB2 ZBTB38 ZBTB46 ZC3HAV1 ZEB1 ZFP36 ZFP36L1 ZIC1 ZIC2 ZIC4 ZNF716 ZNF73P ZYX MANNO_MIDBRAIN_NEUROTYPES_HPROGBP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANNO_MIDBRAIN_NEUROTYPES_HPROGBP AAMDC ACTL6A AJUBA ANLN ANP32E ANTXR1 ARHGAP11A ARHGEF26 ARL4A ASB2 ASCL1 ASPM ATAD2 AURKA AURKB BCAT1 BDH2 BIRC5 BOC BRCA1 BRCA2 BUB1 BUB1B C19orf48P C21orf58 CCDC34 CCN1 CCN2 CCNA2 CCNB1 CCNB2 CCND1 CDC25C CDCA3 CDCA5 CDCA8 CDHR1 CDK1 CDK2 CDKN3 CELSR2 CEMIP2 CENPE CENPF CENPK CENPN CENPQ CENPU CENPW CHEK1 CIP2A CKAP2 CKAP2L CKS1B CKS2 CLSPN CNPY1 COL2A1 CPSF3 CRB2 CROT CRYM CRYZ CTNNAL1 DBF4 DEPDC1 DEPDC1B DHFR DIS3L2 DLGAP5 DMBX1 DMRTA2 DNAJC9 DSC2 DSG2 DSN1 DTX4 ECT2 EEF1D ENOSF1 EPHB2 ESCO2 FAM72A FAM83D FANCB FANCI FAT2 FAT3 FBLN2 FBXO5 FGFR3 FNDC3B FOXA2 FOXM1 FZD1 FZD2 GBX2 GINS1 GINS2 GMNN GNG5 GPSM2 GSTP1 GTSE1 GULP1 H2AX H2AZ1 H2BC9 H3C2 H3C3 H4C12 H4C9 HAT1 HELLS HERC2P4 HES1 HES5 HJURP HK2 HMGA1 HMGA2 HMGB2 HMGN2 HMMR IGDCC3 IGF2BP1 IGFBP2 ILDR2 IRX2 IRX3 ITGB3BP ITGB8 JAM2 KCNQ2 KIF11 KIF14 KIF15 KIF18A KIF22 KIF23 KIF2A KIF2B KIF2C KIF4A KIRREL2 KNL1 KNSTRN LAMA1 LBR LGR5 LHFPL6 LIMCH1 LITAF LMNB1 LMNB2 LRP2 LRRN1 MAD2L1 MAT2B MCM5 MCM6 MCM7 MDK MELK MID1 MIR221 MIR454 MIR99AHG MIS18BP1 MKI67 MND1 MSI1 MTTP MXRA8 MYBL2 MYLK NAXE NCAPD2 NCAPG NCAPG2 NCAPH NEK2 NELL2 NEMP2 NES NOTCH1 NPTX2 NRARP NUF2 NUSAP1 OTX2 OTX2-AS1 PAICS PAPPA PARPBP PBK PCDH8 PCNA PDE1A PDPN PDZRN3 PHGDH PIEZO2 PIF1 PIMREG PLIN3 PLK1 PLP1 PLSCR1 PMAIP1 POU3F1 POU3F2 PRC1 PRR11 PRTG PTTG1 PTX3 RACGAP1 RAD51AP1 RCOR2 RFC3 RFC4 RFTN2 RFX4 RIDA RNASEH2A RNF13 RPA3 RPL13AP5 RPL18 RPL23A RPS14 RPS19 RRM2 RTKN2 SALL1 SALL4 SAPCD2 SCUBE1 SFRP1 SFRP2 SGO1 SGO2 SHISA2 SHISA3 SHROOM3 SKA3 SLC39A4 SLC6A8 SMC4 SNRPF SOX1 SOX2 SOX9 SP5 SPAG5 SPC25 SPDL1 SRF STK17B STON1 STON1-GTF2A1L SYT2 TACC3 TDP1 TET1 TGIF2 TIMELESS TK1 TMEM97 TMPO TMSB15A TOP2A TP53TG1 TPX2 TRIM59 TROAP TSIX TTK TYMS UBE2C UBE2T UHRF1 VEPH1 VIM VIT WEE1 WNT5A WNT7A XRCC3 YAP1 ZC3H12C ZFP36L1 ZFP36L2 ZGRF1 ZNF395 ZNF519 ZNF738 ZNF878 ZWINT MANNO_MIDBRAIN_NEUROTYPES_HPROGFPL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANNO_MIDBRAIN_NEUROTYPES_HPROGFPL AASS ACVR2B ADAMTS6 AJUBA AK4 ANLN AP5M1 ARHGEF26 ARL4A ARX ASPM ATAD2 ATAD5 AURKA AURKB B3GNT5 BARD1 BDH2 BIRC5 BMP7 BRCA1 BRCA2 BUB1 BUB1B C21orf58 C22orf15 CALML4 CAP2 CCDC8 CCN1 CCN2 CCNA2 CCNB1 CCNB2 CCND1 CDC25A CDC25C CDCA3 CDCA5 CDCA8 CDH2 CDK1 CDK2 CDK6 CDKN3 CELSR1 CEMIP2 CENPE CENPF CENPN CENPU CENPV CENPW CEP152 CHAF1A CHEK1 CHN2 CHRDL1 CKAP2 CKAP2L CKS1B CLSPN CNN2 CNPY1 CNTN4 CNTN6 COL2A1 CRB2 CRYZ CTNNAL1 CYYR1 DBF4 DDC DEK DENND11 DEPDC1 DEPDC1B DHFR DIPK2A DIS3L2 DLGAP5 DMRTA2 DOK1 DSC2 DSG2 ECT2 EEF1D EFNA5 EFS ELOVL2 EN2 ENKUR EPHB2 ESCO2 EZH2 FAM72A FAM83D FANCB FANCI FBLN1 FBN1 FBXL7 FBXO5 FNDC3B FOXA1 FOXA2 FOXM1 FREM1 FREM2 FZD1 FZD2 FZD3 GASK1B GBX2 GINS1 GINS2 GMNN GNG5 GPC4 GPRC5C GPSM2 GPX8 GTSE1 GULP1 H2AX H2BC9 H3C2 H3C3 H4C11 H4C6 HELLS HES1 HJURP HK2 HMGA1 HMGA2 HMGB2 HMGN2 HMMR IGDCC3 IGF2BP1 IGF2BP3 IGFBP2 ITGB3BP JAM2 JAM3 JPT2 KCNQ2 KIF11 KIF14 KIF15 KIF18A KIF22 KIF23 KIF2A KIF2C KIF4A KLHDC8B KNL1 KNSTRN LGI1 LIPG LMNB1 LMNB2 LMX1A LMX1B LOXL4 LRATD2 LRP2 LSM4 LTBP1 MACROH2A2 MAD2L1 MASTL MAT2B MCM2 MCM3 MCM6 MCM7 MDK MELK MEST MID1 MIR99AHG MIS18BP1 MKI67 MMRN1 MND1 MSI1 MT1X MYBL2 NAXE NCAPD2 NCAPG NCAPH NECTIN3 NEK2 NELL2 NES NKD1 NPY NRCAM NUDT4 NUF2 NUSAP1 OTX2 OTX2-AS1 PARPBP PBK PDGFC PDZRN3 PHGDH PIF1 PIMREG PIP5K1B PLEKHA5 PLK1 PLOD2 PMAIP1 POU3F1 PRC1 PROM1 PRR11 PRTG PSRC1 PTGR1 PTPRK PTPRO PTTG1 PTX3 RAD51AP1 RAI14 RANBP1 RBM24 RCN1 RCOR2 REST RFC3 RFX4 RNASEH2A RPA3 RPL13AP5 RPL23A RPS14 RPS19 RRM2 RTKN2 SALL1 SALL4 SDC1 SDC2 SFRP2 SFXN2 SGO1 SGO2 SHROOM3 SIVA1 SKA3 SLC39A8 SLF1 SLIT2 SMAD6 SMC2 SMC4 SNORA18 SNORD73A SNRPB SOX2 SOX21 SPAG5 SPC25 SPDL1 SRF STK17B STON1 SYT2 TACC3 TCF12 TCF3 TENM4 TET1 TFF3 TIMELESS TK1 TMEM123 TMEM132C TMEM47 TMPO TMSB15A TOP2A TOX3 TPBG TPX2 TRABD2B TRIM59 TROAP TSPAN11 TSPAN18 TSPAN19 TTK TWIST1 TXLNB TYMS UBE2C UBE2T UHRF1 VEPH1 VIM VIT VRK1 VSTM2L WEE1 WNT1 WNT5A WNT7A YAP1 ZEB2 ZFHX3 ZFP36L1 ZFP36L2 ZMAT4 ZWINT MANNO_MIDBRAIN_NEUROTYPES_HPROGFPM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANNO_MIDBRAIN_NEUROTYPES_HPROGFPM ACTL6A ADAMTS5 ADAMTS6 AJUBA AK4 ALDH6A1 ANLN ANP32E ANTXR1 AP5M1 ARHGAP11A ARHGEF26 ARL4A ARX ASPM ATAD2 AURKA AURKB BIRC5 BMP4 BMP7 BRCA1 BRCA2 BUB1 BUB1B C19orf48P C21orf58 C22orf15 C6orf118 CAP2 CCDC34 CCDC8 CCN1 CCNA2 CCNB1 CCNB2 CCND1 CDC25A CDC25B CDC25C CDCA3 CDCA5 CDCA8 CDK1 CDKN3 CEBPA CEMIP2 CENPE CENPF CENPK CENPN CENPQ CENPU CENPW CEP152 CHAF1A CHEK1 CHN2 CHRDL1 CHST9 CIP2A CKAP2 CKAP2L CKS1B CKS2 CLSPN CNN2 CNPY1 CNTN6 COL2A1 CPSF3 CRB2 CRNKL1 CRYZ CSRP2 CSTF3-DT CTNNAL1 CTNNBL1 DANCR DBF4 DCC DDC DEK DEPDC1 DEPDC1B DHFR DIPK2A DIS3L2 DLGAP5 DMRTA2 DSC2 DSG2 DSN1 ECT2 EEF1D EFS EN2 ENSG00000255647 EPHB2 EPHB4 ERF ESCO2 EXOSC8 FAM72A FAM83D FANCB FANCI FBLN1 FLRT2 FNDC1 FOXA1 FOXA2 FOXM1 FREM1 FREM2 GALNT7 GAS2 GASK1B GBX2 GINS1 GINS2 GMNN GNG5 GPRC5C GPX8 GSTP1 GTF2H2 GTSE1 GULP1 H2AC25 H2AZ1 H2BC11 H2BC9 H3C2 H3C3 H3C7 H4C11 H4C12 H4C6 H4C9 HADH HELLS HES1 HILPDA HJURP HK2 HMGA1 HMGA2 HMGB1 HMGB2 HMGB3 HMGN2 HMGN5 HMMR HNRNPA1P1 HSH2D HUNK IGDCC3 IGDCC4 IGF2BP1 IGFBP2 IMMP1L INPPL1 IRS1 ITGB3BP JAM2 KCNQ2 KDM4A-AS1 KIF11 KIF14 KIF15 KIF18A KIF22 KIF23 KIF2A KIF2B KIF2C KIF4A KLHDC8B KNL1 KNSTRN KPNA2 KRT19 LDHA LGI1 LGR5 LIX1 LMNB1 LMX1A LMX1B LOXL2 LRATD2 LRP2 LTBP1 MAD2L1 MAGOHB MAGT1 MAP3K20 MARCO MAT2B MBD4 MBNL2 MCM2 MDK MELK MEST MID1 MIR99AHG MIS18BP1 MKI67 MLLT3 MMP2 MND1 MRPL22 MRPS15 MSI1 MT1X N4BP3 NAP1L1 NCAPD2 NCAPG NCAPG2 NCAPH NEK2 NES NPM1 NPY NR2F6 NUF2 NUSAP1 NXPH2 OTX2 OTX2-AS1 PAICS PARPBP PBK PDGFC PDPN PGGHG PHGDH PIEZO2 PIF1 PIH1D1 PIMREG PKIB PLEKHA5 PLIN2 PLIN3 PLK1 PMAIP1 POU3F1 PRC1 PRDX2 PROM1 PRR11 PRTG PTGR1 PTPRO PTTG1 PTX3 RACGAP1 RAD51AP1 RAN RBM24 RBMX RCN1 RCOR2 REST RFC4 RFX4 RMST RNASEH2A RNF175 RPA3 RPL13AP5 RPL18 RPL23A RPL26 RPL36A-HNRNPH2 RPS14 RPS19 RPS3 RRM2 RTKN2 SALL1 SALL4 SCARNA22 SDC1 SDC2 SEPTIN1 SFRP2 SFXN2 SGO1 SGO2 SHROOM3 SIVA1 SKA3 SLC4A1 SLC6A8 SLF1 SMC2 SMC4 SNORD22 SNRPC SNRPF SOX2 SOX21 SPAG5 SPC25 SPDL1 SRF STMN1 STON1 SVIP SYNE2 SYT4 TACC3 TBL1X TCF12 TDP1 TEAD2 TENM4 TFF3 TMEM123 TMEM132C TMPO TMPO-AS1 TMSB15A TOP2A TOX3 TP53TG1 TPBG TPX2 TRIM59 TROAP TTK TWIST1 TXLNB TYMS UBE2C UBE2S UBE2T UCP2 UHRF1 VIM VRK1 VWCE WEE1 WNT1 WNT5A YAP1 ZFP36L1 ZMAT4 ZWINT MANNO_MIDBRAIN_NEUROTYPES_HPROGM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANNO_MIDBRAIN_NEUROTYPES_HPROGM ABCA8 ACTL6A ACVR1 ADGRV1 ADSS2 AGAP12P AGO1 AJUBA ALCAM ANXA5 APOA1 AQP4 ARAP2 ARHGAP24 ARHGAP5-AS1 ARHGEF26 ARHGEF28 ARL4A ARMC3 ARSJ ARX AURKB BDH2 BIRC5 BMP1 BMP4 BMP7 BRCA1 BUB1 BUB1B C1orf226 C6orf118 CAP2 CCDC8 CCN1 CCN2 CCNB2 CCND1 CD47 CDC25A CDCA3 CDCA5 CDCA8 CDK1 CDKN3 CDO1 CDON CELSR1 CEMIP2 CENPE CENPF CENPQ CENPU CENPW CEP152 CERKL CFAP126 CFAP144 CFAP210 CFAP44 CHEK1 CHN2 CHRDL1 CIBAR2 CKAP2L CKS1B CLXN CMTM8 CNPY1 CNTN4 CNTN6 COL27A1 COL2A1 CORIN CRB2 CRISPLD1 CRYZ CTHRC1 CYTL1 CYYR1 DCC DDC DDIT4 DEPDC1B DIPK2A DMRTA2 DNAH7 DSC2 DSG2 DYNLT5 EFCC1 EFEMP2 EFNA5 EN2 ENO1 ENPP2 ENSG00000255647 ERF FAM13A FANCI FAT1 FAT3 FNDC1 FNDC3B FOXA1 FOXA2 FOXJ1 FOXM1 FOXP2 FREM2 FRMD3 FZD1 FZD2 GASK1B GBX2 GDPD2 GINS2 GNG5 GPD1L GRM8 GTF2F2 GTSE1 GULP1 H2BC9 H3C2 H4C12 HEATR5A HES1 HILPDA HJURP HK2 HMGA1 HMGA2 HMGB2 HMMR HOATZ HYDIN IFT88 IGDCC3 IGF2BP1 IGFBP2 IQGAP2 IRS1 ITGA6 ITGB3BP ITGB8 JADE1 JAM2 JAM3 KCNG1 KCNMA1 KIF11 KIF15 KIF2A KITLG KLHDC8B KLHL32 L3HYPDH LGI1 LIPG LMX1A LMX1B LRP2 MAD2L1 MAGOH MAGT1 MAML2 MAP6 MCM2 MCM3 MCM5 MDK MELK MEST MID1 MIR3652 MIR99AHG MLF1 MMP11 MMP2 MMRN1 MND1 MNS1 MSI1 NCAPG NCAPG2 NCAPH NECTIN3 NEK11 NES NOX4 NPY NRCAM NUF2 NUSAP1 NXPH1 OTX2 OTX2-AS1 P4HA1 PAM PBK PBXIP1 PDE11A PDE3A PDGFC PDLIM5 PDZRN3 PHGDH PIFO PLCL1 PLEKHA5 PLK1 PLOD2 PLP1 PLTP PLXDC2 PON2 PPIL6 PPP1R3C PRADC1 PRC1 PROM1 PTGR1 PTPRO PTX3 RAB13 RAI14 RALGPS2 RBM24 RBMS1 RBP1 RCN1 RCOR2 RERG RFC3 RFX4 RIPPLY3 RNASEH2A RPA3 RPGR RPL13AP5 RPL18 RPL23A RPS14 RPS19 RSPH4A RSPH9 RSPO3 SALL1 SALL4 SCN7A SDC2 SDC4 SERPINF1 SERTM1 SFRP2 SH3RF1 SHROOM3 SKA3 SLC39A8 SLC7A11 SLF1 SLIT2 SOX2 SP5 SPAG17 SPAG6 SPC25 SRF STAR STON1 SULF1 SYT2 TACC3 TBL1X TCIM TFF3 TMEM132C TMEM47 TMEM98 TMSB15A TOP2A TOX TOX3 TPBG TRABD2B TRAM2 TRIM59 TROAP TSPAN11 TTK TTR TWIST1 TXLNB TYMS UCP2 UHRF1 VIM VSTM2L WEE1 WNT1 WNT5A YAP1 ZFP36L1 ZFP36L2 ZMAT4 ZNF497 MANNO_MIDBRAIN_NEUROTYPES_HRGL1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANNO_MIDBRAIN_NEUROTYPES_HRGL1 AASS ACSS1 ADAMTS6 ADGRV1 AFF1 AHNAK ANTXR1 APCDD1 AQP4 ARHGAP5 ARHGAP5-AS1 ARHGEF26 ARHGEF26-AS1 ARMC3 ARX ASIC3 ATP2B2 ATXN1 B3GLCT B3GNT5 BCAN BCO2 BLVRB BMP6 BMP7 BRCA1 C1orf226 C21orf62 C6orf118 C8orf34 C9orf24 CADM3 CAP2 CBLN4 CCDC146 CCDC17 CCDC181 CCDC39 CCN1 CCN2 CCND2-AS1 CD44 CDC25C CDK6 CDO1 CDON CELSR1 CEMIP2 CEP126 CFAP126 CFAP144 CFAP210 CFAP299 CFAP44 CFAP45 CFAP77 CFAP90 CHN2 CHST3 CLU CLXN COL18A1 COL21A1 COL23A1 COL4A5 CPNE2 CRB2 CREB5 CROT CRYAB CRYL1 CSPG5 CSPP1 CTDSP1 CXCL2 DACH1 DCDC1 DCN DDAH1 DENND2B DEPTOR DIPK2A DMRTA2 DNAAF1 DNAH6 DNAH7 DNAJB4 DOK5 DSG2 DTX4 DYNLT5 ECEL1 ECHDC2 EEPD1 EFHC2 EFHD2 ELN ELOVL1 ENKUR EPHB4 ERBB4 ERF ERMN EVI5 FABP7 FAM216B FAT1 FAT2 FAT3 FGFR3 FJX1 FLNC FLVCR2 FNDC1 FOXA1 FOXA2 FOXJ1 FOXM1 FOXP2 FREM2 FRMD3 FRMPD2 FRZB FSTL5 FZD1 FZD6 GABPB2 GASK1B GCA GDPD2 GLIS3 GNG12 GPC4 GPM6B GPRC5C GRIK1 GULP1 HBA1 HBA2 HBG1 HBG2 HEATR5A HEPACAM HES1 HES5 HEY1 HK2 HOATZ HYDIN ID3 ID4 IFI6 IGDCC3 IGDCC4 IGFBP2 IGFBP5 IGSF1 IL18 IL33 ILDR2 INHBB INTU IQANK1 IQCA1 IQCG IRS1 ITGB8 ITPKB ITPRID2 JAM2 KCNG1 KCNN3 KIAA1549L KLF15 KLHDC8A KLHDC8B KMT2E-AS1 LAMB2 LGI1 LHFPL6 LHX3 LIPG LMCD1 LMX1A LRATD2 LRP2BP LRP8 LRRC17 LRRC37A3 LRRIQ1 LRRN2 LRRTM3 LTBP1 LYPD1 MAML2 MED12L MGST1 MIR99AHG MLF1 MNS1 MOK MORN2 MORN5 MPPED2 MSI1 MSX1 NACC2 NCKAP5 NDNF NEBL NEK11 NES NFATC2 NFIA NFIB NINJ1 NKAIN4 NKD1 NOTCH1 NOTCH2 NPNT NPR3 NPTX2 NRBP2 NTS NUAK2 NUDT4 NXPH1 ODAD3 OPHN1 OTX2 PALS1 PARD3B PBXIP1 PDE11A PDE1A PDE3A PDGFC PDLIM3 PDLIM5 PDPN PEA15 PIFO PIK3IP1 PLEKHA5 PLIN3 PLOD2 PLP1 PLSCR4 PLTP PMP22 PON2 PPIL6 PREX1 PRTG PSAT1 PSD3 PTK2B PTPRO PXDC1 QKI RAB2A RAI14 RCN1 REST RFTN2 RFX4 RGMA RGS4 RHOJ RIDA RMST RNF182 ROPN1L RPGR RSPH1 RSPH9 RSPO2 RTKN2 S1PR1 SAMD13 SCD SCN1A SERTAD4 SERTM1 SHISAL1 SHROOM3 SLC16A9 SLC19A2 SLC25A18 SLIT1 SLIT2 SMYD3 SNTG1 SOX2 SOX21 SOX5 SOX6 SOX9 SPAG1 SPAG17 SPAG6 SPEF1 STOM STON1 STON2 SULF2 TACR1 TAGLN2 TBC1D32 TCF12 TEKT1 TENM3 TENM4 TES TF TFF3 TGIF2 TMEM123 TMEM132C TMEM218 TMEM231 TMEM47 TMPRSS5 TNFRSF11B TP73-AS1 TPBG TRABD2A TRAM2 TRIM59 TRIM9 TSC22D4 TSHR TSIX TSPAN11 TSPAN18 TTC29 TTK TTYH1 TWIST1 VEPH1 VIM VIT VSTM4 VWA3A WEE1 WFS1 WLS WNT1 WNT5A WNT7B WNT8B WSCD1 XPO4 YAP1 YBX3 ZBBX ZBTB2 ZC3H12C ZFP36L1 ZFP36L2 ZGLP1 ZNF474 ZNF682 MANNO_MIDBRAIN_NEUROTYPES_HRGL2A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANNO_MIDBRAIN_NEUROTYPES_HRGL2A AASS ABAT ABCA5 ABHD2 ACSS1 ACTRT3 ADAM33 ADAMTSL4-AS1 ADCYAP1R1 ADGRB2 ADGRB3 ADGRG1 ADIRF AFF2 AHNAK AIF1L AK4 AKAP6 ALDH6A1 ALDH9A1 ALDOC ANOS1 ANTXR1 ANXA5 ANXA6 APC AQP4 ARAP2 ARHGEF1 ARHGEF26 ARHGEF4 ARHGEF6 ARMC3 ARVCF ASTN1 ATP13A4 ATP1A2 ATP1B2 ATP2B2 ATP2B4 ATXN1 B3GAT1 B3GNT2 BCAN BCAP29 BCHE BDH2 BMP7 BOC C12orf75 C12orf76 C1orf21 C2orf72 C6orf118 C8orf34 C8orf48 C9orf24 CA12 CACNB2 CADM4 CAP2 CAST CCDC146 CCDC17 CCDC175 CCDC39 CCL2 CCN1 CCN2 CCND2-AS1 CD44 CD81 CDC42EP4 CDH13 CDHR1 CDR1 CELSR1 CEP126 CETN2 CFAP107 CFAP126 CFAP144 CFAP210 CFAP299 CFAP44 CFAP45 CFAP47 CFAP52 CFAP73 CFAP77 CFAP90 CHST3 CHST6 CHST9 CIBAR2 CLCN3 CLU CLXN CMTM5 CNMD CNN2 COL11A1 COL27A1 COL4A5 COL8A1 COLQ COMT CPNE2 CPNE5 CPXM2 CRB1 CRB2 CREB5 CRISPLD1 CRYAB CRYM CSGALNACT1 CSMD3 CSPG5 CST3 CTNND2 CXCL2 CXCR4 CYP26B1 CYP2F1 DAG1 DBX2 DCDC1 DCLK1 DCLK2 DDAH1 DENND2B DHCR7 DHX32 DIO3 DKK3 DLEC1 DNAAF1 DNAAF3 DNAAF4-CCPG1 DNAH6 DNAH7 DNAI2 DNAI4 DNAJB1 DNAJB13 DNAJB4 DNALI1 DOK5 DPP6 DTNA DTX4 DYNLT5 EDNRB EEPD1 EFEMP1 EFEMP2 EFHC2 EGFR EGR1 EGR2 ELN ELOVL2 EMP1 ENHO ENKUR ENPP2 EPB41L4B EPHA3 EPHB1 ERF ERMARD ETFRF1 EVI5 EZR F3 FABP5 FABP7 FADS2 FAM167A-AS1 FAM181B FAM216B FAM3C FAM66D FAT1 FAT2 FAT3 FGF1 FGFBP3 FGFR3 FHL1 FLNC FLRT3 FNDC3B FOLH1B FOS FOSB FOXJ1 FRMPD2 FSTL5 FUT9 FZD2 GABBR2 GALC GAREM2 GASK1B GATM GCA GDPD2 GFAP GJA1 GLIS3 GLUD1 GNG12 GNG7 GOLM1 GPC1 GPC4 GPM6A GPM6B GPR137B GPR155 GPRC5B GRIA1 GRID2 GRM3 GULP1 H1-2 H2AC6 H2BC12 HAPLN3 HAS2 HBA1 HBA2 HBG1 HBG2 HDAC4 HEATR5A HEPACAM HEPN1 HES1 HES4 HES5 HMGCS1 HOATZ HSDL2 HSPA6 HSPA7 HSPB1 HSPB8 HTRA1 HYDIN ICA1L ID4 IER2 IFI27L2 IFI44L IGDCC3 IGFBP2 IGSF5 IL5RA ILDR2 INHBB INPPL1 INSIG1 INTU IQCA1 IQCG IQGAP2 IRF1-AS1 IRX1 IRX2 IRX4 ITGAV ITGB5 ITGB8 ITM2C ITPR2 JAG1 JUN KAT2B KBTBD11 KCNE5 KCNIP1 KCNJ1 KCNK1 KCNMB1 KCNN3 KCNQ2 KCTD12 KCTD21 KIF1A KIF9 KIRREL3 KLF15 KLHDC8A KLHL25 KLHL32 KRT14 KRT17 KRT5 LAMA4 LAMB2 LDLRAD4 LFNG LGALS3BP LIFR LIMCH1 LIPA LIPG LITAF LIX1 LIX1L LLGL1 LMCD1 LPAR4 LPCAT1 LPIN2 LRATD2 LRIG1 LRP1 LRP2 LRRC17 LRRC4C LRRIQ1 LRRK2 LRRN2 LRRN3 LTA4H LTBP1 LYPD1 LZTFL1 MAGT1 MAMDC2 MAML2 MASP1 MCC MCL1 MCTP1 METRN METTL7A MFAP4 MFGE8 MFRP MGST1 MIR9-1HG MIR99AHG MKX MLC1 MLF1 MMD2 MNS1 MOK MORN2 MORN5 MPC1 MPDZ MRC2 MSMO1 MT3 MTTP MXRA8 MYORG NACC2 NADK2 NBEA NCAM2 NCAN NCKAP5 NDNF NDP NDRG2 NEK11 NEK6 NELL2 NFIA NFIB NFIX NHERF1 NKAIN4 NLGN1 NLGN3 NLGN4X NLGN4Y NME5 NMNAT2 NOTCH1 NOTCH2 NPAS3 NPC2 NRARP NRK NRXN1 NSMF NTRK2 NTRK3 OAT OBSL1 ODAD1 OPHN1 OR11H2 OSBPL6 P3H4 P4HA1 PACRG PAG1 PALLD PALS1 PARD3B PBXIP1 PCDH1 PCDH7 PCDHGB4 PCSK6 PDE1A PDE1C PDLIM3 PDLIM5 PDPN PDZRN3 PEA15 PER1 PHGDH PHLPP1 PHYHIPL PI15 PI16 PIFO PLCD3 PLIN3 PLP1 PLPP3 PLTP PLXNB1 PMP2 PMP22 PON2 PPIL6 PPP2R2B PPT1 PRCP PRDM8 PREX1 PRKAA2 PRKCA PSAP PSAT1 PTCH1 PTK2B PTPRZ1 PXDC1 QKI RAB27A RAB6B RAB9A RANBP3L RASSF2 RASSF4 REST RFTN2 RFX4 RGMA RGS2 RIDA RIPOR2 ROBO3 ROPN1L RPGR RPS27L RRAGD RSPH1 RSPH4A S1PR1 SALL1 SALL2 SCAMP2 SCD SCG3 SCHIP1 SCN1A SCN4B SCRG1 SEC11C SEL1L3 SELENOP SEMA5B SEMA6A SERPINE2 SERPINH1 SESN3 SEZ6L SFRP1 SFRP2 SFRP4 SH3PXD2B SHISA3 SLC11A2 SLC13A5 SLC15A2 SLC16A9 SLC1A2 SLC1A3 SLC1A4 SLC25A18 SLC39A12 SLC4A4 SLC6A9 SLC7A11 SLIT1 SLITRK2 SMOC1 SMYD3 SNCAIP SNORA12 SNORA77 SNX31 SORBS1 SORCS2 SOX1 SOX2 SOX2-OT SOX21 SOX6 SOX8 SOX9 SPAG1 SPAG16 SPAG17 SPARCL1 SPATA6 SPECC1 SPEF1 SPRED1 SPRY1 SPRY2 SRGAP3 STK33 STOM STON2 SYPL1 TAFA5 TAGLN2 TC2N TCF4 TCIM TEKT1 TF TGFB2-OT1 TGIF2 THOC2 THSD4 TIMP3 TIMP4 TLE2 TMED5 TMEM161B-DT TMEM18 TMEM221 TMEM231 TMEM232 TMEM47 TMEM98 TMEM9B TNC TNFRSF11B TOM1L2 TP53TG1 TPPP TRAM2 TRIL TSC22D4 TSPAN18 TSPAN6 TSPAN7 TTC29 TTYH1 TTYH3 TUBB2B UBL3 UBXN1 VCAM1 VEPH1 VIM VSTM2L VWA3A WDR38 WEE2-AS1 WIPF2 WLS WNT7A WSCD1 WWC1 XYLT1 YBX3 ZBBX ZFP36L1 ZFP36L2 ZMAT1 ZNF474 ZNF497 MANNO_MIDBRAIN_NEUROTYPES_HRGL2B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANNO_MIDBRAIN_NEUROTYPES_HRGL2B AAMDC ABAT ACBD7 ACSL6 ACSS1 ADAMTS6 ADAMTSL4-AS1 ADCYAP1R1 ADGRB2 ADGRB3 ADGRG1 AFF2 AHNAK AIF1L AK4 AKAP7 ALDH6A1 ANOS1 AQP4 ARAP2 ARHGEF26 ARHGEF4 ARHGEF6 ASCL1 ASIC3 ATP13A4 ATP1A2 ATP1B1 ATP1B2 ATP2B2 ATP2B4 AURKB BARD1 BCAN BCAP29 BCL6 BCLAF3 BIRC5 BOC BRCA1 BTN3A3 BUB1B C17orf67 C21orf58 C2orf72 C6orf118 C8orf34 C9orf24 CA12 CABIN1 CCDC144A CCDC146 CCDC17 CCDC8 CCN1 CCND2-AS1 CDC25C CDCA8 CDH13 CDK1 CDR1 CENPE CENPN CEP126 CFAP210 CFAP44 CHD5 CHST3 CITED1 CMTM4 CMTM5 CNMD COL11A1 COL27A1 COL4A5 COLQ CPNE2 CRB2 CREB5 CRYAB CSGALNACT1 CSMD2 CSMD3 CSPG5 CSPP1 CST3 CTDSP1 CTNND2 CYP26B1 DBI DBX2 DCLK2 DDAH1 DENND2B DEPDC1 DNAAF1 DNAH6 DNAH7 DNAJB1 DPF3 DPP6 DSC3 DSEL DTX4 EDNRB EEPD1 EFHC2 EFHD2 EGFR EGR1 EGR2 ELN ELOVL2 ENHO ENPP2 EPB41L4B EPHA3 ERF ERVK13-1 ESCO2 ETV1 F3 FABP5 FAM167A-AS1 FAM181B FANCI FASN FAT1 FAT2 FAT3 FGF1 FGFBP3 FGFR3 FHL1 FLJ16779 FOS FOXJ1 FZD2 GAB1 GABBR2 GABRG1 GAREM2 GATM GBX2 GDPD2 GFAP GINS1 GJA1 GLIS3 GNG12 GNG7 GOLGA8A GPC1 GPC4 GPM6B GPR137B GPX8 GRIA1 GRID2 GRM3 H2AX HAS2 HBA1 HBA2 HBB HBG1 HBG2 HDAC4 HEATR5A HEPACAM HEPN1 HES1 HES5 HEY2 HS6ST2 HSDL2 HSPA6 HSPA7 HSPB1 HYDIN ID4 IFI27L2 IFI44 IFI44L IFI6 IGFBP2 IGSF9B ILDR2 INHBB INKA2 INPPL1 IQCA1 IQGAP2 IRX1 IRX2 IRX4 ITGA6 ITGB5 ITGB8 ITPKB ITPR2 JAM2 JUN KANK1 KCNE5 KCNJ1 KCNN3 KCNQ2 KIF11 KIF14 KIF15 KIF1A KIF23 KIF2C KIRREL3 KLF15 KLF9 KRT14 KRT17 KRT5 LAMA5 LFNG LIFR LIMCH1 LIPG LITAF LIX1 LRATD2 LRIG1 LRP1 LRP2 LRRC17 LRRC37A3 LRRC4 LRRC4C LRRN1 LTBP1 LUZP2 LYPD1 MAML2 MASP1 MCC METRN METTL7A MFGE8 MGST1 MIR9-1HG MKI67 MLC1 MMD2 MNS1 MPC1 MPZ MRC2 MT1F MT3 MTSS2 MTTP MYBL2 MYORG NACC2 NADK2 NCAN NCAPG NCKAP5 NDNF NDP NDRG2 NES NFATC2 NFIA NFIB NFIX NKAIN4 NKX2-2 NLGN4X NOTCH1 NOTCH2 NPAS3 NPTXR NRARP NSMF NTRK2 NTRK3 NUF2 NUSAP1 OBSL1 ODAD1 OMG OPHN1 OSBPL6 PARD3B PAX3 PAX7 PBK PBXIP1 PCDH1 PDE1C PDE4C PDLIM3 PDLIM5 PDPN PEA15 PEAK1 PHGDH PHYHIPL PIAS2 PIF1 PIFO PLCD3 PLIN3 PLP1 PLPP3 PMP2 PMP22 PON2 POU3F2 POU6F1 PRDM13 PREX1 PRKD3 PTCH1 PTF1A PTN PTPRZ1 PXDC1 QDPR QKI RABL6 RACGAP1 RANBP3L RASSF2 RBMS2 REST RFTN2 RFX4 RGMA RIDA RIPOR2 ROBO3 RSPH4A RTKN2 SALL1 SALL3 SCD SCD5 SCN1A SCUBE2 SDC3 SEL1L3 SELENOP SEMA6A SENP3 SERINC5 SERPINE2 SERPINH1 SESN3 SEZ6L SFRP2 SGO1 SGO2 SHISA3 SLC1A2 SLC1A3 SLC25A18 SLC39A12 SLC4A4 SLC6A9 SLC7A11 SLFN13 SLITRK2 SMOC1 SNCAIP SOX1 SOX2 SOX2-OT SOX21 SOX5 SOX8 SOX9 SPAG1 SPAG17 SPARCL1 SPATA6 SPECC1 SPRED1 SPRY2 SRGAP3 SRI STK33 STON2 TACC3 TAF1C TAOK3 TCERG1L TCF4 TCF7L2 TF TGFB2-OT1 TGIF2 TIMP3 TIMP4 TNC TNFRSF11B TNK2 TNRC18 TNS1 TPX2 TRIL TRIM59 TSC22D4 TSPAN18 TSPAN7 TTYH1 UBL3 VCAM1 VEPH1 VIM VSTM4 VWA3A WDR93 WFDC1 WFS1 WLS WNT7A WNT7B WSCD1 WWC1 XRCC3 XYLT1 YAP1 YBX3 ZBTB2 ZFAND2A ZFP36L1 ZFP36L2 ZMAT1 ZNF682 ZNF83 MANNO_MIDBRAIN_NEUROTYPES_HRGL2C https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANNO_MIDBRAIN_NEUROTYPES_HRGL2C ABHD17A ACBD7 ACSL6 ACSS1 ADAMTS3 ADAMTS6 ADCYAP1R1 ADGRB1 ADGRB3 ADGRG1 AFF1 ALDH9A1 ANOS1 ANXA5 APBA1 AQP4 ARAP2 ARC ARHGAP42 ARHGEF4 ARHGEF6 ATP13A4 ATP1B1 ATP1B2 ATP2B2 BCAN BIRC5 C1orf21 C21orf58 C21orf62 C22orf15 C2orf72 C6orf118 C9orf24 CA12 CCDC39 CCDC8 CD44 CD82 CDCA5 CDH13 CENPF CENPK CENPN CEP126 CFAP44 CHKA CHST3 CHST6 COL27A1 COL2A1 COL9A3 CPNE5 CREB5 CRTAP CSGALNACT1 CSMD1 CSMD2 CSMD3 CSPG5 CST3 CTNNA3 CTNND2 CYP26B1 DBI DCLK1 DCLK2 DHFR DHX32 DNAAF3 DNAH6 DNAH7 DNER DOCK1 DPF3 DPP6 DPP7 DTNA EDNRB EEPD1 EFHD2 EGFR EGLN3 EGR1 ELN EPHA3 ERBB3 ERF ETV1 ETV4 ETV5 F3 FABP5 FABP7 FAM181B FAM81A FAM89A FANCB FANCI FBLN2 FGFBP3 FGFR3 FOXL2 FOXM1 FUT9 GABBR2 GATM GDPD2 GINS1 GLTP GMPR GNG12 GNG7 GPM6A GPM6B GRAMD1C GRIA1 GRID2 GRIP2 GRM3 GRM5 HAPLN3 HAS2 HBA1 HBA2 HBG1 HBG2 HEPACAM HEPN1 HES1 HES5 HOATZ HRH1 HTRA1 IER3IP1 IFI44L IGFBP2 IGSF9B ILDR2 INKA2 IQCA1 IRX1 ITGAV ITGB5 ITGB8 ITPKB ITPR2 JPH3 KANK1 KAT2B KCND2 KCNE5 KCNIP1 KCNJ1 KCNQ2 KLRC2 KRT17 LAMA1 LAMB2 LFNG LHFPL3 LIFR LIMA1 LITAF LIX1 LMCD1 LRATD2 LRFN5 LRIG1 LRP1 LRP1B LRRC17 LRRC4B LUZP2 LYPD1 MAP3K1 MAPK14 MCM5 MDGA2 METRN METTL7A MGST1 MIR9-1HG MLC1 MNS1 MORN5 MPC1 MRC2 MT1X MT2A MT3 MYBL2 MYLK MYORG NAV1 NCAN NCDN NDP NDRG2 NEK11 NEK6 NES NFATC2 NFIA NFIX NKAIN4 NKX2-2 NLGN4Y NOL7 NOTCH1 NPNT NRXN1 NSRP1 NUSAP1 OLIG2 OMG OPCML OPRM1 OSBPL6 PACRG PBK PCDH17 PCDH7 PCDHGC4 PDE1C PDE7B PDLIM3 PDPN PEA15 PHGDH PI15 PIEZO2 PIK3CB PKMYT1 PLAT PLEKHH2 PLLP PLPP3 PLTP PMP2 PMP22 PNOC PON2 PREX1 PRKCA PSAT1 PTCH1 PTN PTPRE PTPRT PTPRZ1 QKI RAB13 RAB31 RAB9A RACGAP1 RASSF2 RAVER1 RELN RFC3 RHOJ RIT2 RPE65 SCAMP2 SCD5 SCG3 SCHIP1 SCN1A SCRG1 SCUBE2 SDC3 SEC14L2 SERPINE2 SGO2 SH3D19 SHISA3 SKA3 SLC1A2 SLC1A3 SLC25A18 SLC4A4 SLC6A1 SLC6A9 SLC7A11 SLITRK2 SMOC1 SMYD3 SNORD27 SOX2 SOX2-OT SOX8 SOX9 SOX9-AS1 SPAG17 SPARCL1 SPATA6 SPEF1 SPRED1 SPRY1 SPRY2 SPRY4 TAGLN2 TAOK3 TEKT1 TGFB2-OT1 THSD4 THUMPD2 TIMP4 TMBIM1 TMEM232 TMEM255A TNC TNFRSF1A TRIB2 TRIM67 TSC22D4 TTYH1 UHRF1 USP2-AS1 VWA3A VXN WFDC1 WSCD1 ZNF474 ZWINT MANNO_MIDBRAIN_NEUROTYPES_HRGL3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANNO_MIDBRAIN_NEUROTYPES_HRGL3 ABCA8 ACSS1 ACVR1 ADAM9 ADAMTSL4-AS1 ADCY2 ADCYAP1R1 ADGRB2 ADGRV1 AFF2 AGA AGBL2 AGT AHNAK ALCAM ALDH6A1 ALDH9A1 ANKRD9 ANO2 ANTXR1 ANXA1 ANXA2 ANXA5 ANXA6 APLP2 APPL2 AQP4 ARAP2 ARHGAP24 ARHGAP5 ARHGEF26 ARHGEF26-AS1 ARHGEF28 ARL6IP5 ARMC3 ARX ATF3 ATOSA ATP1A2 ATP1B2 ATP2B2 ATXN1 B3GNT2 B4GALT6 BCAN BCHE BCO2 BMP1 BNC2 BOC C12orf75 C12orf76 C1orf226 C21orf62 C2orf72 C6orf118 C6orf89 C8orf34 C9orf24 CACNG4 CADM3 CALU CAST CATIP CCDC146 CCDC17 CCDC39 CCDC8 CCN1 CCN2 CD19 CD36 CD44 CD47 CDH13 CDH4 CDK2AP1 CDO1 CDR1 CELSR1 CEP126 CERKL CETN2 CFAP107 CFAP126 CFAP144 CFAP210 CFAP276 CFAP299 CFAP44 CFAP45 CFAP47 CFAP52 CFAP77 CFAP90 CFC1 CHPF CHST3 CHST6 CLU CLXN CMTM4 CMTM8 CNMD CNPY4 CNTN4 COBL COL18A1 COL27A1 COL4A5 COL6A1 COL8A1 COLEC12 CORIN CPEB2 CPNE8 CPQ CPXM2 CRB1 CRB2 CREB5 CRIM1 CRIP1 CRISPLD1 CRYAB CRYZ CSGALNACT1 CSPG5 CTNNA3 CTSC DAG1 DAPK1 DCDC1 DCDC2 DCLK1 DCN DDAH1 DENND2B DHRS3 DIPK2A DIRAS2 DKK3 DLG5-AS1 DLGAP1-AS1 DNAAF3 DNAAF4-CCPG1 DNAH6 DNAH7 DNAI4 DNAJB13 DNAJB4 DNALI1 DPP6 DPP7 DSC2 DSC3 DSG2 DST DTHD1 DTNA DTX4 DYNLT5 ECHDC2 EDNRB EEPD1 EFCAB14 EFCC1 EFEMP1 EFEMP2 EFHC2 EFNB3 EGLN3 EGR1 EID2B ENKUR ENPP2 ENSG00000286190 EPB41L3 EPHA1-AS1 EPHA3 ERF ETFRF1 EVA1C EVI5 EZR F5 FADS2 FAH FAT1 FAT2 FAT3 FBLN5 FBXL7 FGF1 FGFR3 FIBIN FJX1 FLJ16779 FLNC FLRT3 FMNL2 FNDC3B FOS FOXA1 FOXJ1 FOXP2 FREM2 FSTL1 FZD1 FZD3 GALC GALNT15 GALNT3 GAREM2 GASK1B GATM GCA GDPD2 GET1 GJA1 GLB1 GLIS3 GNA12 GNG12 GPC4 GPM6B GPR155 GPRC5C GRIA1 GRIN2A H2AC6 HAPLN1 HAS2 HBA1 HBA2 HBG1 HBG2 HDAC4 HEATR5A HEPACAM HEPN1 HES1 HES4 HES5 HEY1 HK2 HNRNPCL3 HOATZ HS3ST1 HS3ST4 HSDL2 HSPB1 HTRA1 HYDIN ID3 ID4 IFI27L2 IFI35 IFT57 IFT88 IGFBP2 IGFBP5 IGFBP7-AS1 IL33 INHBB IQCA1 IQCG IQGAP2 IRS1 ITGA6 ITGB5 ITGB8 ITIH5 ITM2C ITPKB ITPRID2 ITSN1 JAM2 JUN KCNAB1 KCNE5 KCNG1 KCNIP1 KCNK2 KCNMA1 KCNMB1 KCNMB4 KCNN3 KCTD12 KIF5C KIF9 KIFC2 KIRREL3 KLF15 KLF9 KLHDC8B KLHL32 LAMB2 LAMP1 LANCL2 LCA5 LDLRAD4 LGALS3BP LGI3 LIFR LIMCH1 LIPA LIPG LITAF LIX1 LIX1L LMBRD1 LMCD1 LPAR4 LPL LRIG1 LRP1 LRP1B LRP2 LRP2BP LRRC17 LRRIQ1 LRRK2 LRRN2 LRRN3 LYPLAL1 LZTFL1 MAGI2 MAGT1 MAMDC2 MAN2A2 MAOA MAP3K5 MAP7 MBP MEMO1 MEST METRN MFRP MGST1 MIR198 MIR3652 MKX MLC1 MLF1 MMRN1 MNS1 MORN2 MORN5 MPDZ MRC2 MRPL57 MT3 MTSS2 MTTP MUC19 MXRA8 NACC2 NADK2 NDFIP1 NDNF NDRG4 NEBL NECTIN3 NEK11 NES NKAIN4 NME5 NMNAT2 NOTCH2 NPC2 NR3C1 NR4A3 NRBP2 NRCAM NRP1 NSMF NTN1 NTRK2 NXPH1 OBSL1 ODAD1 ODF3B OPN5 OSBPL6 P3H4 P4HA1 PACRG PAM PAPLN PARD3B PBXIP1 PCDHGB4 PDE1C PDE3A PDE8B PDGFC PDLIM3 PDLIM5 PDPN PEA15 PHGDH PIFO PLCXD3 PLD3 PLEKHA5 PLEKHH2 PLIN3 PLOD2 PLPP3 PLPPR1 PLTP PMM1 PMP22 PON2 PPIL6 PPP1R14C PPP1R32 PPP1R3C PPT1 PRCP PREX1 PRLHR PROM1 PSAP PSAT1 PTPMT1 PXDC1 PYCR2 PYGL QKI RAB9A RAI14 RALGPS2 RANBP3L RERG RERGL RFTN2 RFX4 RGMA RGS6 RHBDD2 RHOJ RIDA RMST RNF13 ROPN1L RPGR RSPH1 RSPH4A RSPH9 RSPO3 RWDD3 RXRG SALL1 SALL2 SCD SCGB1A1 SCN1A SDC2 SERPINB6 SERTM1 SFRP2 SHISA6 SHROOM3 SIPA1L2 SIRT2 SLC15A2 SLC1A3 SLC35G2 SLC38A1 SLC44A1 SLC4A4 SLC6A1 SLC6A9 SLC7A11 SLIT1 SLIT2 SMAD9 SMYD3 SNTG1 SORCS1 SORCS2 SOX2 SOX9 SOX9-AS1 SPAG1 SPAG16 SPAG17 SPAG6 SPARC SPARCL1 SPEF1 SPOCK1 SPON1 SRGAP3 SSPOP STAT3 STAT6 STEAP3 STK33 STON1 STON1-GTF2A1L SULF1 SULF2 SUSD5 TACR1 TAGLN2 TBC1D2B TBC1D4 TCIM TEKT1 TF TFF3 TGFB1 THSD4 THSD7A THUMPD2 TIMP2 TIMP3 TIMP4 TMBIM6 TMC5 TMEM132C TMEM18 TMEM231 TMEM232 TMEM47 TMEM59L TMEM63A TMEM9B TNFRSF11B TNFRSF1A TNIK TOM1L2 TPP1 TPPP TPPP3 TRABD2B TRAM2 TRIL TRIM9 TSC22D4 TSHZ2 TSPOAP1 TSTD1 TTC29 TTR TTYH1 TXLNB UBL3 UCP2 VAMP5 VCAM1 VEPH1 VIM VSTM2L VWA3A WFS1 WLS WNT5A WNT7A WWC1 WWTR1 YAP1 YBX3 ZBBX ZFP36L1 ZFP36L2 ZMAT4 ZNF395 ZNF474 ZNF529-AS1 ZSCAN1 MANNO_MIDBRAIN_NEUROTYPES_HRN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANNO_MIDBRAIN_NEUROTYPES_HRN ACSL6 ACTL6B ACVR1B ACVR2A ADA2 ADAMTS5 ADARB2 AKAP6 AKR1C1 AKR1C2 ALDH1L2 AMER2 ANK2 ANK3 ANKRD44 AP1S2 APLP1 ARFGEF3 ARRB1 ASIC4 ASXL3 ATCAY ATL1 ATP1A3 ATP6V1H AUTS2 B3GALT2 BAALC BASP1 BCL11A BEND5 BICRAL BIVM-ERCC5 BRINP2 BZW2 C1QL4 C1orf21 C1orf35 CACNB3 CACNG2 CADPS CBLN2 CCDC184 CD2 CD24 CDC42EP3 CDH22 CDK5R1 CDK7 CELF3 CELF4 CELF5 CELSR3 CERS6 CHGA CHML CLVS1 CLVS2 CNR1 CNTN4 COMMD3-BMI1 COMTD1 CPEB3 CRMP1 CTNNA2 CXADR DCLK1 DCX DMRTA2 DNM3 DOCK3 DOK4 DOK6 DPYSL2 DPYSL3 DUSP26 DUSP4 EBF3 EDIL3 ELAVL2 ELAVL3 ELAVL4 ELOVL4 EMX2 EMX2OS ENC1 ENOX1 ENSG00000248540 EPB41 EPB41L1 ESRRG ETFB FAM117B FAXC FBLL1 FBXL16 FGF12 FGF14 FHOD3 FNIP2 FOXA2 FOXP2 GABRB3 GABRG2 GAP43 GDAP1L1 GLRA2 GNG2 GNG3 GOLGA7B GOLGA8B GPC2 GPM6A GPR155 GPRIN1 GREM2 GRIA2 GRIK2 GRIN3A GRIP1 HAUS1 HIVEP3 HOOK1 HUNK INA IQCJ-SCHIP1 ISLR2 JAKMIP1 JPH4 KCNA3 KCNC1 KCND2 KCNH8 KCNQ3 KHDRBS3 KIF21B KIF26A KIF3A KIF3C KIF5C KLC1 KLHL1 KLHL35 KMO L1CAM LETMD1 LHFPL4 LHX1 LMTK3 LONRF2 LONRF3 LPAR2 LPGAT1 LPIN1 LRFN5 LRRC49 LRRTM4 LZTS1 MAP1B MAP2 MAP6 MAP7D2 MAPK6 MAPK8 MAPK8IP2 MAPRE2 MARCHF1 MCF2 MCF2L MIAT MIR124-2HG MIR22HG MLLT11 MMP24 MSANTD3-TMEFF1 MTUS2 MYO5A MYT1 NAP1L5 NAPB NCAM1 NCAN NCDN NEDD4L NFASC NHLH2 NKAIN1 NKAIN2 NLGN4X NMNAT2 NNAT NOL4 NOVA1 NREP NRN1 NRSN1 NRXN1 NSG1 NSG2 NXPH4 OCIAD2 OPN3 OSBPL6 PAFAH1B3 PAK3 PAK5 PAPPA PBX3 PCDH9 PCDHA7 PCDHGC3 PCSK2 PDE11A PDE4DIP PEX5L PGM2L1 PHACTR3 PHF21B PHYHIPL PITX2 PLEKHA6 PLPPR2 PLPPR4 PLXNA3 POU2F2 POU3F1 POU4F1 PPFIA2 PPP3R1 PRICKLE2 PRKAR2B PRSS12 PTPN5 PTPRO RAB3A RAB3C RAB3IP RAB9B RALYL RAPGEF5 RBFOX1 RBFOX2 RBM18 RELN RIMS4 RND3 RNF112 RNF182 ROBO2 ROBO3 RSBN1 RTN1 RUNDC3B RUNX1T1 SAMD14 SAMD5 SBK1 SCARA5 SCG3 SCN3A SCRT2 SEMA3C SEPTIN3 SEZ6L2 SH3BP5 SHANK2 SHISA6 SLC16A14 SLC17A6 SLC1A2 SLC22A15 SLC37A1 SLC38A1 SLC6A15 SLC8A2 SMAP2 SMIM18 SMPD3 SNAP25 SNAP91 SNCG SORCS3 SOX11 SOX4 SRCIN1 SRRM4 SSBP3 ST6GAL2 ST8SIA3 STMN1 STMN2 STMN4 STXBP1 SV2A SYBU SYP SYT13 SYT7 TAFA2 TAGLN3 TBC1D2B TENM2 TERF2IP TES THSD7A TLCD3B TMEM121B TMEM132B TMEM169 TMEM185B TMEM196 TMEM35A TRHDE TRIM36 TSC1 TSIX TUBB2B TUBB3 UBE2QL1 UCHL1 UNC79 USP49 VASH2 XIST YWHAG ZBED4 ZBTB6 ZFHX3 ZFHX4 ZNF124 ZNF354A ZNF497 ZNF697 ZNF91 ZSCAN9 MANNO_MIDBRAIN_NEUROTYPES_HSERT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANNO_MIDBRAIN_NEUROTYPES_HSERT AATK ABHD17A ABLIM1 ABR ACOT7 ACSL6 ACTL6B ADAM22 ADCY1 ADGRB1 AFF2 AK5 AKAP7 AKR1C1 AKR1C2 ANK2 ANKRD44 ANO8 AP3B2 APBA1 APLP1 ARFGEF3 ARRB1 ASB2 ASXL3 ATCAY ATL1 ATP1A3 ATP2B2 ATP6V1A B9D1 BAALC BASP1 BEX1 BEX2 BEX5 BOP1 BRINP1 BRINP3 BTBD1 BTBD6 C10orf95-AS1 C22orf42 CA1 CACNA1A CACNA1B CACNA1C CACNA1E CACNA1G CACNG8 CADM1 CALB1 CAMK2B CAMK2N2 CASZ1 CBLN2 CCDC184 CCDC85A CCSER1 CD2 CD47 CDH13 CDH8 CDK5R1 CDKL2 CDKN2D CDRT4 CELF3 CELF4 CELF5 CELF6 CEP126 CFAP276 CGREF1 CHCHD1 CHD5 CHGA CHGB CHODL CHRNA4 CHST1 CLCN4 CLVS1 CNGB1 CNIH2 CNTN1 CNTN4 CNTNAP4 COL5A2 COMTD1 CPEB3 CPNE4 CPNE5 CPNE7 CREG2 CRMP1 CRTAC1 CSRNP3 CTHRC1 CTXN2 CYP4X1 DACT3 DCX DDC DIRAS2 DMTN DNAJC12 DNAJC5 DNAJC6 DNM3 DOK6 DPF1 DPYSL3 DYNC1I1 EEF1A2 EID2B ELAVL2 EMID1 ENO2 EPB41L1 ERC1 ERC2 FAR2 FBLL1 FBXL16 FEV FGF13 FGF14 FKBP1B FNDC10 FNDC9 FRMPD4 FRY FSD1 GABBR2 GABRB1 GABRB2 GABRG1 GABRG2 GAP43 GARNL3 GATA2 GATA3 GATA3-AS1 GCH1 GCHFR GDAP1L1 GFOD1 GLRA2 GLT8D2 GNAL GNAO1 GNG2 GNG3 GOLGA7B GOT1 GPC3 GPM6A GPR12 GPR149 GPR176 GPR26 GPRASP1 GREM2 GRIA1 GRIA2 GRIA4 GRIK2 GRIN3A GRIP2 GRM5 GRM7 GRM8 HBA1 HPCAL4 HS3ST4 HS6ST3 HSPA12A ICA1 IL27RA INA INHBA-AS1 JAKMIP1 JPH3 JPH4 KANK4 KCNC1 KCNIP4 KCNK3 KCNQ3 KCTD2 KIF5C KIFC2 KIRREL3 KIT KLC1 KLHL29 KLHL32 KRT17 KSR2 L1CAM LGI1 LHFPL3 LHFPL4 LINGO1 LMTK3 LMX1B LONRF2 LPCAT4 LPIN2 LRATD1 LRFN5 LRP1B LY6H MAOA MAP1B MAP1LC3A MAP2K4 MAP7D2 MAPK8IP2 MAPRE2 MAPRE3 MARCHF1 MAST1 MCF2 MCF2L MEG3 MEST MFSD6 MGAT4C MICOS10-NBL1 MLLT11 MMP24 MSANTD3-TMEFF1 MTURN MTUS2 MYCBP2 MYO5A NALCN NALF1 NAP1L3 NAP1L5 NAPB NCAM1 NCDN NCOA7 NDFIP1 NDRG4 NEGR1 NELL1 NFASC NKAIN2 NOL4 NPTXR NRXN1 NRXN2 NSG1 NSG2 OLFM3 OPCML OPN5 OPTN PAK6 PAQR8 PCDH11X PCDH19 PCDH7 PCDH9 PCDHA7 PCSK1N PDE11A PDZD7 PEG3 PFKP PGM2L1 PHACTR3 PI4KA PIGZ PITPNC1 PITRM1 PKIA PLCB1 PLCH2 PLCXD3 PLPPR2 PLPPR3 PLPPR4 PLPPR5 PLXNC1 PNCK PNMA2 PNMA8B POU2F2 PPFIA2 PPFIA4 PPM1H PPP2R2B PRKACB PRKAR1B PRKAR2B PRKCB PRKCZ PRRT2 PRRT4 PSD PSD2 PTPRM PTPRR QDPR RAB15 RAB24 RAB3B RAB9B RALGDS RALYL RASA4 RASGRP2 RBFOX1 RBFOX2 RBFOX3 RBMS3 REEP1 RETREG1 RFPL1S RGS17 RIMBP2 RIMS1 RIMS2 RIMS4 RIPOR2 RNF112 RNF175 ROBO2 RTN1 RUFY3 RUNDC3B SAMD14 SBK1 SCG2 SCG5 SCN2A SCN3A SCN3B SCN7A SCN9A SEMA3C SEPTIN6 SERINC1 SERPINI1 SEZ6 SEZ6L2 SH3BP5 SH3GL3 SH3KBP1 SHANK3 SLC12A5 SLC18A2 SLC22A17 SLC24A3 SLC35F3 SLC37A1 SLC4A1 SLC4A3 SLC4A8 SLC6A1 SLC6A15 SLC6A4 SLC7A14 SLC8A2 SLC9A6 SLITRK1 SLITRK4 SMARCD3 SMIM17 SMIM18 SMPD3 SNAP25 SNAP91 SNCA SNCG SNORD116-29 SNX1 SORCS3 SOX1 SOX14 SPINT2 SPOCK1 SPOCK2 SPOCK3 SRRM4 SSTR2 ST8SIA3 STMN2 STMN4 STXBP1 SVOP SYBU SYN2 SYNGR3 SYP SYT1 SYT13 SYTL2 TAC1 TAFA1 TAFA2 TAFA5 TARBP1 TENM2 THRA THSD7B TMEM121B TMEM14A TMEM151A TMEM169 TMEM178B TMEM35A TMEM59L TMOD2 TNS1 TPH2 TPPP TRIM46 TRIM67 TRPV2 TSHZ2 TSPAN7 TTC9B TUBB2A TUBB3 TUBB4A UBE2E2 UCHL1 UNC79 USP27X VAT1L VGF VSNL1 VSTM2A XKR6 XPR1 YPEL2 YWHAG YWHAH ZC2HC1A ZCCHC12 ZFHX2 ZFHX3 ZNF32 ZNF385D MENON_FETAL_KIDNEY_0_CAP_MESENCHYME_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MENON_FETAL_KIDNEY_0_CAP_MESENCHYME_CELLS ANKRD11 ANP32B ATRX BAZ1B BAZ2B BDP1 BPTF BRD3 BST2 CCDC14 CCDC88A CENPF CHD4 CUX1 DACH1 DDX24 DEK DNMT1 EIF3A ENAH GABPB1-AS1 GOLGA4 H19 H4C3 HMGB1 HMGB1P6 HMGB2 HNRNPA1L3 IGF2 ILF3 ITGA8 KAT6B LAMA4 LUC7L3 LYPD1 MCM7 MDK MEIS2 MKI67 NAP1L1 NASP NBPF1 NCAM1 NCL NKTR NNAT NOP56 NR2F1 NR2F2 NTRK2 NUDT3 PAX2 PEG10 PPM1G PRXL2A PSIP1 PTMA PTMAP2 PTMAP5 PTMS PTPN14 RBM25 RBP1 RIF1 RPL13AP25 RPS10 RPS19P1 RPS3AP6 RPS4XP6 RSF1 SEPTIN6 SET SF3B2 SMC1A SMC3 SMC4 SNRNP70 SOX4 SPEN SUPT16H SYNE2 TIA1 TOP2A TOP2B TPR TUBA1A USP1 XIST ZC3H13 ZKSCAN1 MENON_FETAL_KIDNEY_10_IMMUNE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MENON_FETAL_KIDNEY_10_IMMUNE_CELLS ACTB ACTR2 AIF1 ARHGDIB ARPC1B ARPC2 ARPC3 ATP5F1E B2M CAP1 CAPZB CCDC88A CD74 CFL1 CNPY3 CORO1A COTL1 CST3 CYBA CYBB DAB2 EEF1B2P6 FGL2 FOS FTL FTLP3 FYB1 GPX1 GRB2 HLA-A HLA-B HLA-C HLA-DPA1 HLA-DPB1 HLA-DRA HLA-DRB1 HLA-DRB6 HLA-E IGSF6 IQGAP1 KLF6 LAPTM5 LCP1 LGALS1 LRRFIP1 LST1 MAF MEF2C MNDA MYL6 NEAT1 OAZ1 PABPC1 PFN1 PSAP PTPRC RBPJ RGS10 RPL12 RPL27 RPL27A RPLP1 RPLP2 RPS15A S100A11 S100A4 S100A6 SAMHD1 SAT1 SH3BGRL3 SNHG5 SRGN TMSB10 TMSB4X TMSB4XP8 TOP1 TPM3 TPT1 TUBA1B TYROBP UBA52 VAMP8 ZFP36L2 MENON_FETAL_KIDNEY_1_EMBRYONIC_RED_BLOOD_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MENON_FETAL_KIDNEY_1_EMBRYONIC_RED_BLOOD_CELLS ACTB ARL6IP1 ATP5F1C ATP5MC2 ATP5PF BTF3 CADM1 CALR CHCHD2 CNBP DUT DYNLL1 EEF1B2 ERH FKBP3 FOS FTH1 GAPDH H1-3 H2AZ1 H3-3B H4C3 HACD3 HBA1 HBA2 HBB HBG1 HBG2 HMGB1P5 HMGB2 HNRNPC HNRNPF HSPA8 HSPE1 ID3 IFITM2 ILF2 JUN LYPD1 MACROH2A1 MARCKSL1 MKI67 MT-CYB MT-ND1 MT-ND2 MT-ND5 MTATP6P1 MTCO1P12 MTND1P23 NACA NPM1 NPM1P39 NUSAP1 OSTC PCBP2 PCNA PFN1 PPDPF PPIA PPIAP22 PTTG1 RAD21 RAN RANBP1 RHOA RPL10P16 RPL10P6 RPL10P9 RPL15 RPL15P3 RPL18A RPL19 RPL23A RPL23AP42 RPL26 RPL26P19 RPL29 RPL3 RPL31 RPL32 RPL35A RPL4P4 RPL5 RPL5P34 RPL6 RPL7 RPL7A RPL7AP6 RPLP0 RPLP0P6 RPS13 RPS13P2 RPS15A RPS18 RPS23 RPS25 RPS2P5 RPS4Y1 RPS7 RPS7P1 RPSA RPSA2 SEC11A SELENOF SINHCAF SKP1 SMC4 SNRPB SNRPC SNRPD2 SRP9 SRSF2 SSBP1 STMN1 SUMO2 TMPO TMSB15A TOP2A TPT1 TUBA1B TUBB UBB YBX1 YBX1P1 YBX1P10 YWHAQ MENON_FETAL_KIDNEY_2_NEPHRON_PROGENITOR_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MENON_FETAL_KIDNEY_2_NEPHRON_PROGENITOR_CELLS ABLIM1 AFDN ANP32E BTG1 CCDC198 CCND1 CD24 DBI DCDC2 EIF3F EMX2 EPCAM ERBB4 HES1 HIPK2 HMGA1 HOXA10 HOXB3 HOXB7 HOXD8 HSP90AA1 JAG1 LAMB1 LHX1 LIMCH1 MAL MARCKSL1 MECOM MST1L ODC1 PLEKHA1 POU3F3 RAB3IP RPL3 RPL7P1 RPLP0 RPLP0P6 RPS2 RPSA RPSA2 SOX4 TRIB2 TUBB2B UTRN MENON_FETAL_KIDNEY_3_STROMAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MENON_FETAL_KIDNEY_3_STROMAL_CELLS AKAP12 ALCAM ATP2B1 C12orf57 CALD1 CCDC88A CD81 CDH11 CHD3 CLDN11 COL1A1 COL1A2 COL21A1 COL3A1 COL4A1 COL4A2 COL5A2 COL6A3 CTSC CYP1B1 DST EMCN FLRT2 FN1 FOS FSTL1 GNAS GPC3 H19 IGF2 IGFBP5 ITGB1 KCNQ1OT1 LGALS1 MACF1 MAGED2 MARCKS MDK MEG3 MEIS2 MYH10 MYL6 MYLK NCAM1 NKTR NR2F1 NR2F2 PALLD PBX1 POSTN PPP1R12A PTN PXDN RAI14 RBP1 RPL24P8 RPL28 RPS4XP6 RRBP1 SELENOW SEPTIN11 SEPTIN7 SERPINH1 SFRP1 SOX4 SPARC SULT1E1 TCF21 TMSB4X TNC TOP2B TPM1 TPM2 TPM4 TTC3 TUBA1A UACA VCAN VIM XIST ZEB2 MENON_FETAL_KIDNEY_4_PODOCYTES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MENON_FETAL_KIDNEY_4_PODOCYTES ACTN4 ADAMTS9 ADD3 AHNAK AIF1 AIF1L ALCAM ANKRD11 ANKRD12 ANXA2 ANXA2P2 ANXA5 APLP2 ARF1 ARHGAP29 ARHGEF12 ARMCX3 ARMH4 BAZ2B BBX BCAM BMP7 BNIP3L BRD2 BST2 C4orf3 CALD1 CALM2 CALR CANX CAST CCN2 CCNL2 CD151 CD2AP CD59 CD63 CD81 CDKN1C CGNL1 CHD3 CHD4 CIRBP CITED2 CLDN5 CLIC5 CMYA5 COL18A1 COL4A4 COL9A1 CPXM1 CRIM1 CXCL12 DACH1 DDN DDX17 DSC2 DST DSTN DYNC2I1 DYNLRB1 EFNB2 EIF3M EMC10 ENPEP EVL EZR FKBP2 FNDC3B FOXC1 GABARAPL2 GADD45A GINM1 GOLGB1 GOLIM4 H3-3B HIPK2 HMGN3 HSP90B1 HSPA5 HTRA1 IQGAP2 ITGB1 ITIH5 ITM2B KMT2A KMT2E KTN1 LEPROT LRRFIP1 LUC7L3 MAFB MAGI2 MAGI2-AS3 MALAT1 MAN1A2 MIR503HG MME MPHOSPH8 MTDH MXRA8 MYH9 MYL12B MYL6 MYL9 NDUFB2 NEAT1 NEBL NES NFE2L1 NORAD NPHS1 NPHS2 NPNT NTNG1 NTRK2 PALLD PALS1 PARD3B PCBP1 PCMTD2 PDIA3 PHACTR4 PHIP PLA2R1 PLCE1 PLOD2 PLTP PODXL PON2 PPP1R9A PRDX6 PRMT2 PRRC2C PSAP PTBP3 PTH1R PTMS PTPN14 PTPRD PTPRO PUF60 RAB2A RAD50 RASSF8 RBMS1 RDX RETREG1 RFC1 RNF145 ROBO2 RPL36AL S100A6 SARAF SDC2 SEC62 SELENOP SEMA3B SEPTIN11 SEPTIN2 SERINC1 SLK SOST SPARC SPATS2L SPINT2 SPOCK2 SRGAP1 SRRM2 ST3GAL6 STT3B SULF1 SYNPO TAX1BP1 TBCB TCEAL3 TCEAL9 TCF21 TCF25 TERF2IP TGFBR3 THSD7A TJP1 TMED9 TMEM150C TMSB4X TMSB4XP8 TNNI1 TNNT2 TPM1 TPPP3 TRIB2 TSC22D3 TSPAN3 TTC14 TXNIP TYRO3 UACA UBE2G2 VEGFA VIM WASF2 WT1 WT1-AS YIPF4 ZFP36L2 MENON_FETAL_KIDNEY_5_PROXIMAL_TUBULE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MENON_FETAL_KIDNEY_5_PROXIMAL_TUBULE_CELLS ACAA2 AFP AIG1 AKR1A1 ALDH6A1 ANXA4 APOE APOM ARID5B ATP5IF1 ATP5PD ATP5PF ATP6V1F ATP6V1G1 ATXN7L3B C11orf54 CALM1 CALM3 CARMIL1 CCDC198 CD164 CD24 CDH6 CITED2 CLU CTSB CUBN CYB5A CYBA DAB2 DBI DCDC2 DNPH1 DPP4 DSEL DYNLRB1 EMX2 EPHA7 ETFB FARP1 FLRT3 FTH1 FTL FTLP3 GLYATL1 GNG11 GPC3 HADHA HOOK1 HSPD1 HSPE1 ID1 ID2 ID4 IGFBP7 ITM2B JAG1 KCNJ15 LAMTOR5 LAPTM4A LRP2 MDH1 MPC2 MRPL32 MSRB1 MTCO1P12 MYO6 NDUFC1 NHERF1 NIPSNAP1 NPC2 OCIAD2 ODC1 PCBP2 PDZK1 PPFIBP1 PSMA2 PTGR1 PTTG1IP QPRT RAB3IP RIDA RNF181 RPL10P9 RPL14P1 RPS2P5 RPS4Y1 RPS7 RTN4 S100A10 SELENOP SLC27A2 SLC3A1 SMIM24 SMS SNHG29 SNHG8 SPATS2L SPEF2 SPINT2 SPP1 SYAP1 SYNE2 TMBIM6 TNFSF10 TPT1 TPT1P9 TSPAN12 TUBB4B TXN UGCG VCAN MENON_FETAL_KIDNEY_6_COLLECTING_DUCT_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MENON_FETAL_KIDNEY_6_COLLECTING_DUCT_CELLS ADH1C AFDN AGR2 AHI1 AKR1B1 ALDH1A1 ANXA2 ARL4C ARPC2 ASAH1 B2M BCAT1 BTG2 CALM1 CCDC198 CD2AP CD9 CHD3 CLDN4 CLTC CLU COA3 COBLL1 CTSH CYB5A DMKN ECHDC2 EFNB2 EGR1 EIF1 ELF5 EMX2 EMX2OS ENO1 EPCAM EZR FOS GATA3 GSTM3 GSTP1 HDAC1 HOXB7 HSPB1 ID1 IER2 IQGAP1 IVNS1ABP JUN KLF6 KRT18 KRT19 KRT8 LHX1 LIMCH1 LRPAP1 LRRFIP1 MAL MAL2 MAP4 MECOM METAP2 MGST3 MRPL33 MYL12A MYO6 NEDD4L NPNT PAX8 PDHA1 PPDPF PTBP3 PTPN13 PTPRF RAB11FIP2 RALBP1 RDH10 RTN4 S100A10 S100A11 S100A6 SAT1 SCIN SCOC SPATS2L SPINT2 STC1 TBX3 TCEAL9 TMSB4X TMSB4XP8 TSC22D1 TSTD1 WFDC2 ZFP36L1 MENON_FETAL_KIDNEY_7_LOOPOF_HENLE_CELLS_DISTAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MENON_FETAL_KIDNEY_7_LOOPOF_HENLE_CELLS_DISTAL ABLIM1 ACADVL ACP3 AFG3L2 AFP AHCYL1 AK3 AKAP9 AKIRIN1 ALDH1A1 ALDOA ANK3 ANXA11 APLP2 APOE ARHGAP24 ASAH1 ATP1A1 ATP1B1 ATP1B3 ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5MC1 ATP5MC3 ATP5ME ATP5MG ATP5MJ ATP5MK ATP5PB ATP5PD ATP5PF ATP5PO ATP6AP1 ATP6AP2 ATP6V0B ATP6V0E1 ATRAID AURKAIP1 BEX2 BEX3 CA12 CAPN2 CD24 CD63 CDH16 CHCHD10 CHMP2A CISD1 CKB CLCN5 CLCNKB CLDN10 CLDN16 CLDN19 COA3 COBLL1 COL18A1 COL6A1 COMMD6 COX20 COX4I1 COX5A COX5B COX6A1 COX6B1 COX6C COX7A2 COX7B COX7C COX8A CPM CPNE3 CRYL1 CTDSPL CTSL CXCL12 CYC1 CYCS CYFIP2 CYP1B1 CYS1 CYSTM1 DCDC2 DECR1 DEFB1 DMAC1 DNER DUSP9 DZIP1 ECI1 EGFL6 EIF3K ENO1 EPCAM ERBB4 ESD ESRRG ETFB FAM162A FKBP2 FTL FTLP3 FXYD2 GABARAPL2 GHITM GNG5 GOT1 GPI GSTK1 GSTM3 HIGD2A HINT2 HOXD8 HOXD9 HSBP1 HSPA9 HSPE1 ID2 IDH2 IGFBP7 IMMT IRX2 ISCU ITM2B ITM2C ITPRID2 IVNS1ABP KCNJ1 KCNJ16 KNG1 KRT10 LAMB1 LAMTOR5 LDHB MAGEF1 MAL MDH1 MECOM MEST MGST3 MICOS10 MICOS13 MINDY2 MPC1 MPC2 MRPL33 MRPL41 MRPS25 MRPS5 MRPS6 MST1L MST1P2 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MT-RNR1 MT-RNR2 MTATP6P1 MTURN MUC1 MYO6 NARS1 NDFIP1 NDUFA1 NDUFA10 NDUFA2 NDUFA3 NDUFA4 NDUFA5 NDUFA6 NDUFA8 NDUFB1 NDUFB2 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFS2 NDUFS3 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NEAT1 NEDD4L NEFL NIPSNAP2 NPC2 NUDT4 PAPPA2 PAPSS2 PDHA1 PEBP1 PGK1 PHB1 PIK3R1 PKM PKP4 PLEKHB2 PNKD POLR2L POU3F3 PP7080 PRDX3 PRDX5 PTGER3 PTH1R RBM47 REXO2 RHOBTB3 RNF7 RNPC3 RTL8C S100A6 SDC4 SERF2 SLC12A1 SLC25A4 SLC25A5 SLC25A6 SLC2A11 SLC5A3 SLIRP SMDT1 SMIM24 SPINT2 SPP1 SUCLG1 SULT1C2 TCEAL4 TFAP2B TFCP2L1 TMBIM6 TMEM213 TMEM59 TMEM72 TOMM7 TPI1 TRIM2 TSPAN12 TSTD1 TUBB2B UCHL1 UGT8 UMOD UQCR10 UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRH UQCRHL UQCRQ VAMP8 VAV3 VDAC1 WSB1 XPA MENON_FETAL_KIDNEY_8_CONNECTING_TUBULE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MENON_FETAL_KIDNEY_8_CONNECTING_TUBULE_CELLS ABLIM1 ACADVL ADAMTS9 ADD3 AFG3L2 AHCYL1 AHNAK AIF1L ANK3 ANXA11 APLP2 ARHGAP24 ARL4C ARSD ATP1A1 ATP1B1 ATP1B3 ATP5F1A ATP5F1B ATP5F1E ATP5IF1 ATP5MC1 ATP5MC3 ATP5ME ATP5MG ATP5MK ATP5PD ATP6AP2 ATP6V0B ATP6V0E1 ATP6V1B1 ATP6V1F BEX2 BTG1 CA12 CA2 CAMK2N1 CCDC198 CD24 CDH16 CHCHD10 CHMP2A CISD1 CLCN5 CLCNKB CLINT1 COA3 COBLL1 COL18A1 COL1A2 COL6A1 COMMD6 COPS6 COPS9 COX20 COX4I1 COX5A COX5B COX6A1 COX6B1 COX6C COX7A2 COX7B COX7C COX8A CTDSPL CYB5A CYC1 CYCS CYS1 DAZAP2 DCDC2 DECR1 DEFB1 DNASE1 DSTN ECI1 EMX1 EMX2 EPCAM ERBB2 ERBB4 ETFB FAM171A1 FERMT2 FKBP2 FRMD4A FXYD2 GALNT11 GATA3 GCC2 GLS GPRC5B GSTK1 GSTM3 HIGD2A HIPK2 HNF1A-AS1 HOXA9 HOXB-AS3 HOXB3 HOXD8 HOXD9 HSD11B2 HSP90AA1 IGFBP3 IGFBP7 ITM2B ITM2C IVNS1ABP JADE1 KCNJ1 KCNJ15 KCNJ16 KIF12 KIF3B KNG1 KNOP1 KRT19 KRT8 LAMB1 LAMTOR5 LDHB LHX1 LIMCH1 LLGL2 LMAN2 LRPAP1 LRRFIP1 MAL MALAT1 MECOM MFHAS1 MGST3 MICOS10 MICOS13 MITF MPC1 MPC2 MPHOSPH8 MRPL33 MRPS18B MRPS6 MST1L MST1P2 MT-CO1 MT-CO2 MT-CO3 MT-ND3 MT-ND6 MT-RNR1 MTURN MUC1 MYO10 MYO6 NDRG1 NDUFA1 NDUFA10 NDUFA13 NDUFA2 NDUFA3 NDUFA4 NDUFA5 NDUFA6 NDUFB1 NDUFB10 NDUFB2 NDUFB7 NDUFB9 NDUFC1 NEAT1 NEDD4L NFE2L2 NIPSNAP2 NOP10 NPC2 NPNT NSRP1 NUDT4 OST4 PAWR PDHA1 PEBP1 PFKL PHGDH PHLDB1 PIK3R1 PLEKHA5 PLEKHJ1 PLXNB1 PNKD POLR2L POU3F3 PRMT2 PSAP PTBP3 PTGR1 PTH1R PTPN13 PTPRF PTTG1IP QKI QPRT RAB3IP RALBP1 RBM47 RGL3 RNPC3 ROMO1 RPL36AL RPS4Y1 RTN4 S100A13 S100A6 SARAF SAT1 SCIN SCUBE3 SDC4 SEC61G SEC62 SELENOP SERF2 SERPINF2 SLC25A5 SLC8A1 SMIM24 SNHG14 SNRPN SOD1 SUCLG1 SULT1C2 TCEAL4 TFCP2L1 TFDP2 TGOLN2 TMA7 TMBIM6 TMCO1 TMED4 TMEM213 TMEM245 TMEM52B TMEM59 TMEM72 TRIM2 TRIM56 TSTD1 TTC14 UBE2G2 UQCR10 UQCR11 UQCRB UQCRFS1 UQCRQ VAMP8 VAV3 VDAC1 WFDC2 WNK1 WSB1 YTHDC1 YWHAB ZC3H13 ZMAT2 ZNF503 ZNHIT1 MENON_FETAL_KIDNEY_9_ENDOTHELIAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MENON_FETAL_KIDNEY_9_ENDOTHELIAL_CELLS A2M ACTR2 ADGRF5 ADGRL4 ANXA2 APLNR APP ARHGAP29 ARPC2 B2M CALM1 CAVIN1 CAVIN2 CCND1 CD34 CD74 CD81 CDC37 CLDN5 COL4A1 COL4A2 COTL1 CRIP2 EFNB2 EGFL7 EHD3 EMCN ESAM ETS1 FKBP1A FLT1 FN1 GMFG GNAI2 GNG11 H19 HLA-A HLA-B HLA-E HMGB1P5 HSPG2 IER2 IFI16 IFITM2 IFITM3 IGFBP4 IGFBP5 IL6ST ITGB1 KDR KIF5B KTN1 LGALS1 LIFR LPP MAGED2 MAP4K4 MARCKS MEF2C MEIS2 MKI67 MSN MYL12A MYL6 NEAT1 NES NIN NOSTRIN NOTCH4 NRP1 PBX1 PCDH17 PECAM1 PIEZO2 PLPP3 PRCP PTTG1IP PXDN RAMP2 RDX RHOA RNASE1 ROCK2 RRBP1 S100A6 SERPINH1 SPARC SPTBN1 TCF4 TCIM TGFBR2 THY1 TIMP3 TM4SF1 TM4SF18 TMSB10 TMSB4X TPM3 TPM4 TUBA1B UACA VAMP5 MURARO_PANCREAS_ACINAR_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MURARO_PANCREAS_ACINAR_CELL AADAC ABCC3 ABHD11 ABRACL ACAA1 ACO1 ACOX1 ACSL4 ACTG1 ACTN4 ADAM9 ADAMTS1 ADD3 ADH1C ADI1 ADM2 AHCY AKR1B10 AKR1C1 AKR1C2 AKR1C3 AKR7A3 ALAD ALB ALDH2 ALDH3A2 ALDOB AMOTL2 AMY2A AMY2B ANGPTL4 ANKRD36 ANKRD36B ANO6 ANPEP ANXA11 ANXA4 AOX1 AP4B1 AQP8 ARHGAP18 ARHGAP26 ARPC1A ARRDC3 ARSD ASNS ASS1 ATF3 ATF4 ATP10B ATP8B1 ATRN B2M B3GALNT2 B3GNT2 B3GNT5 B3GNT7 B4GALT1 BACE2 BAIAP2L1 BAZ1A BCAT1 BCL3 BHLHE40 BIRC3 BLVRB BMF BNIP5 BTF3 BTG1 C15orf48 C1R C1RL C2CD2 C3 C4orf19 C5 CA12 CAMK1D CAPN2 CAPZA1 CASP4 CASP6 CASP7 CAV2 CBR1 CBS CCL2 CCL20 CCL28 CCL8 CCNC CCND2 CCNG1 CCPG1 CD151 CD24 CD2AP CD44 CD47 CD74 CDC42EP1 CDH1 CDR2L CDV3 CEBPD CEL CELA2A CELA2B CELA3A CELA3B CEMIP2 CES2 CFB CFI CGNL1 CHAC1 CHMP4C CHP1 CLDN1 CLDN10 CLDN12 CLDN2 CLDN4 CLDN7 CLIC6 CLMN CLPS CMPK1 CNN2 CNN3 CPA1 CPA2 CPA4 CPB1 CPM CREB3L1 CREB5 CREG1 CTRB1 CTRB2 CTRC CTRL CTSD CTTN CXADR CXCL1 CXCL12 CXCL16 CXCL17 CXCL2 CXCL3 CXCL8 CYB5A CYFIP1 CYP17A1 CYP1A1 CYP3A5 DAB2IP DAG1 DBNDD1 DDAH1 DHRS3 DNAJC3 DUOX2 DUSP16 DUSP23 DUSP4 EBP EBPL EDEM3 EDN1 EEF1A1 EEF1B2 EEF1D EEF1G EEF2 EGFR EHD4 EIF2S2 EIF2S3 EIF3D EIF3E EIF3F EIF3L EIF4E2 EIF4EBP1 EIF4EBP2 ELF3 EML4 ENAH ENC1 EPB41L4B EPHX1 ERBB3 ERO1A ERP27 ESRP1 ETS2 ETV6 F11R F3 FA2H FAM107B FAM13A FAM161A FAM162A FAM3B FBP1 FBXO25 FDX1 FGA FGD6 FGG FGL1 FKBP11 FKBP1A FKBP9P1 FLRT2 FNDC4 FNIP2 FOXC1 FRMD8 FTH1 FTH1P3 FTL FUT4 FZD5 GALNT2 GALNT3 GALNT7 GAREM1 GATA4 GATA6 GATM GBP2 GCLC GCNT3 GDF15 GJB1 GLRX GLUL GMNN GOLM1 GP2 GPR160 GPRC5A GPRC5B GPT2 GPX2 GRB10 GSTA1 GSTA2 GSTP1 GUCD1 GULP1 H6PD HDGF HDHD3 HEBP1 HERPUD1 HES1 HEYL HHLA2 HIF1A HLA-B HLA-C HLA-DMA HLA-DRA HLA-DRB1 HLA-F HOMER2 HPN HSD17B11 HSD17B4 HSPB1 HSPB8 HTATIP2 IDH1 IDH2 IER2 IFITM3 IFNGR1 IGBP1 IGFBP2 IL18 IL22RA1 IL32 IMPA2 IMPDH2 INSR IQGAP2 ITGA2 ITGA6 ITGAV ITPRID2 JPT1 JUN JUP KCNQ1 KDELR3 KIAA1522 KIF1C KITLG KLF3 KLF5 KLF6 KLK1 KRAS KRT18 KRT7 KRT8 KRTCAP3 LAD1 LAMB3 LASP1 LCN2 LDHA LDHB LGALS2 LGALS3 LGALS9 LGR4 LIMA1 LIMK2 LMO7 LRG1 LRP10 LRRC59 LSR LTB LYN LYPD1 LYZ MACC1 MAGT1 MAL2 MAN2A1 MAP3K20 MAP3K5 MARCKS MARCKSL1 MBNL2 MCCC1 MCFD2 MCL1 MECOM MET METTL7A MGAT4B MGST1 MKNK2 MLEC MLPH MLXIP MOB3B MSN MT1G MTHFD2 MTMR12 MTUS1 MUC1 MUC20 MXI1 MXRA5 MYC MYH9 MYL12A MYL12B MYO1C MYO5B MYO5C NACA NACA2 NAMPT NCOA7 NDRG1 NEAT1 NECTIN4 NEDD4L NET1 NEXN NFE2L2 NFIB NFKBIA NFKBIZ NHSL2 NIBAN1 NIBAN2 NOP53 NPM1 NR0B2 NR5A2 NRARP NTN4 NUPR1 OAF OCLN OLFM4 OSMR OSTC OXA1L P4HB PABPC1 PABPC3 PABPC4 PACSIN2 PARD3 PARD6B PARP4 PARVA PBLD PCBP2 PDCD4 PDGFA PDLIM1 PDLIM5 PDP1 PDZK1IP1 PGM1 PGM2L1 PGM3 PHGDH PHLDA1 PIGR PIK3AP1 PIM3 PLA2G1B PLIN5 PLS3 PLSCR1 PLTP PMAIP1 PNLIP PNLIPRP1 PNLIPRP2 PNRC1 PODXL POLD4 POLDIP2 POLR1D POU2AF3 PPIA PPIC PPIF PPP1R3C PPP2R5A PRDX1 PRDX4 PRDX6 PRPS2 PRR15L PRSS1 PRSS3 PRSS3P2 PSAT1 PSMB10 PSMB8 PTER PTF1A PTGFRN PTGR1 PTMA PTMAP11 PTP4A1 PTP4A2 PTPRF PTPRK PYCR1 RAB11FIP1 RAB27B RAB3D RAB9A RACK1 RASEF RASGRP3 RASSF6 RBM3 RBM47 RBPJ RBPMS RBSN RDH10 RDX REG1A REG1B REG1CP REG3A REG3G REPS2 RER1 REST RETREG1 RETSAT RHOC RLIM RNASE1 RND1 RNF181 RNF19A RNF213 RPL10 RPL10A RPL10L RPL11 RPL12 RPL13 RPL13A RPL13AP20 RPL13AP5 RPL14 RPL17 RPL18A RPL19 RPL22L1 RPL23 RPL23A RPL23P8 RPL24 RPL26 RPL27 RPL27A RPL29 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL36A-HNRNPH2 RPL36AL RPL37 RPL37A RPL38 RPL39 RPL4 RPL41 RPL7 RPL7A RPL9 RPLP0 RPLP0P2 RPLP1 RPLP2 RPN2 RPS11 RPS12 RPS13 RPS15A RPS16 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS5 RPS6 RPS6KA2 RPS7 RPS8 RPS9 RPSA RPSA2 RRBP1 RSU1 S100A11 SAT1 SAV1 SCN9A SDC4 SEL1L SEL1L3 SERINC2 SERP1 SERPINA3 SERPINB1 SERPINB6 SERPINF1 SERPINI2 SETD7 SGK1 SH2D4A SH3BP4 SHMT2 SHROOM3 SKIL SLC12A2 SLC12A7 SLC16A7 SLC22A23 SLC25A37 SLC25A5 SLC30A2 SLC35D2 SLC35E1 SLC38A1 SLC38A2 SLC39A14 SLC39A8 SLC44A4 SLC66A3 SLC7A11 SLFN5 SMAD3 SMIM14 SNAP23 SNHG5 SOCS3 SOD2 SORBS2 SORD SOX4 SOX9 SP100 SPATA13 SPCS3 SPINK1 SPSB1 SPTBN1 SPTSSA SQSTM1 SRD5A3 SRI SSR3 STAT6 STEAP4 STK17A STK24 SUCLG2 SYNGR2 SYTL2 TACSTD2 TAGLN2 TALDO1 TAPBP TBC1D1 TC2N TCEA3 TCIM TCIRG1 TCN1 TES TFPI TGIF1 TJP2 TKT TM4SF1 TM7SF2 TM9SF3 TMBIM1 TMC4 TMC5 TMED2 TMED9 TMEM123 TMEM125 TMEM165 TMEM41A TMEM51 TMEM87B TMEM97 TMEM98 TMPRSS2 TMSB10 TMSB4X TNFAIP1 TNFAIP3 TNFAIP8 TNFRSF10B TNFRSF12A TNFSF10 TOB1 TOR1AIP2 TP53I11 TP53INP1 TPD52L1 TPM1 TPST2 TPT1 TRAF4 TRAM1 TRIB1 TRIB2 TRIM47 TSPAN13 TSPAN15 TSPAN6 TST TUBA1C TUBB2A TUBB3 TUBB4B TXN TXNRD1 UBA52 UBD UBE2H UGDH UGT2B15 UNC5CL USP53 VAMP8 VAPA VIM VMP1 VTN WIPI1 XBP1 XPNPEP1 YAP1 YBX3 YWHAZ ZC3H12A ZFAND5 ZFP36L1 ZNF114 ZNF117 ZNF217 ZNF704 MURARO_PANCREAS_ALPHA_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MURARO_PANCREAS_ALPHA_CELL A1CF ABHD15 ABHD16A ABI2 ABLIM1 ACLY ACVR1C ADA2 ADCY1 ADCY2 ADGRG2 AGT AHI1 AIG1 AK2 ALDH1A1 ALPK3 ANAPC11 ANKH ANXA6 ANXA7 AP1S2 AP3B2 APH1B APLP1 APOH APOL4 ARFGEF3 ARHGAP1 ARL3 ARNT2 ARRDC4 ARX ASPH ATP2B1 ATP5F1EP2 ATP5MF ATP5MG ATP6AP1 ATP6AP2 ATP9A ATRAID ATXN2 BACE1 BCAR3 BCKDHB BEX1 BEX2 BEX3 BEX5 BIVM BOLA3 BTG2 BUD23 C12orf75 C1orf122 C21orf58 C2CD4A C2CD4B CACNA1A CACNA2D2 CADPS CALCOCO2 CALM1 CAMK2B CAMK2G CAPZB CBX6 CCDC18-AS1 CCDC86 CD164 CD200 CD36 CD46 CD63 CD82 CD99L2 CDC42EP3 CEACAM19 CEP126 CERCAM CERK CERS6 CFC1 CHGA CHGB CHKA CHST9 CITED2 CKB CKMT1A CKMT1B CLU CMIP CNIH2 CNIH3 CNKSR3 CNNM1 CNPY2 CNTN1 CNTN4 COA3 COL9A2 COPE COPZ1 COTL1 COX17 COX7A2 COX8A CPE CPLX2 CPNE3 CPNE8 CRELD1 CRH CRMP1 CRTAC1 CRYBA2 CSGALNACT1 CSRNP3 CST3 CSTF3 CTNND2 CUTA CYSTM1 DACH1 DAPK2 DEPP1 DNAJA4 DNAJC12 DNER DNPH1 DPP4 DPP6 DYNLRB1 DZIP3 ECH1 EDIL3 EGFEM1P ELAPOR1 ELL2 EMB EMC10 ENAM ENPP1 ENPP2 ENSG00000274253 EPB41L3 EPHX2 ESYT1 F10 FABP5 FADS1 FAM104B FAM110B FAM167A FAM210B FAM47E FAP FAR2P2 FBXL16 FBXW7 FEV FGF12 FKBP2 FLNB FNDC3A FSTL5 FXYD3 FXYD6 FYB2 G6PC2 G6PC3 GADD45G GC GCG GCH1 GCNT1 GDA GDI1 GFOD2 GGA2 GK5 GLS GNAI1 GNAS GNAZ GNE GNG2 GNG4 GPAA1 GPC6 GPR137B GPX3 GRAMD4 GRIA3 GRK3 GRM4 GRSF1 GSTA4 GUSBP14 H1-10 H1-2 H2BC21 HECTD4 HERC5 HIGD1A HIPK2 HLA-A HMGB3 HMGN2 HMGN3 HMGN5 HNF1A-AS1 HPS1 HS6ST3 HSD17B12 HSD17B14 IDI1 IDS IFI27L2 IFI6 IFIH1 IL6R INA IRF6 IRX1 IRX2 ISL1 ITFG1 ITM2B ITPK1 ITPR1 IVNS1ABP JADE1 KCNA5 KCNIP1 KCNJ3 KCNJ6 KCNK16 KCNK17 KCNK3 KCNMA1 KCNMB2 KCNQ1OT1 KCTD12 KDELR1 KIAA0319 KIF12 KLHL3 KLHL41 LBH LCLAT1 LDB2 LDLRAP1 LGI2 LIMCH1 LINC00261 LOXL4 LRATD1 LRP11 LRPAP1 LRRTM2 LSAMP LUC7L3 MAB21L3 MAFB MAGED1 MAGED2 MAGI2 MAGI2-AS3 MALAT1 MAMLD1 MAN1A1 MANEAL MAP7D3 MBD4 MBOAT2 MIA2 MLLT11 MMRN1 MOB1B MPC2 MRC1 MTMR7 MTSS2 MUC13 MYEF2 MYH10 MYL6 MYO10 NAA20 NAA38 NAV1 NAXE NBDY NDUFA1 NDUFA7 NDUFAF3 NDUFAF8 NDUFB11 NDUFB2 NDUFB8 NDUFC1 NENF NEURL1 NEUROD1 NFASC NIPSNAP3A NLGN2 NME4 NOL4 NOMO1 NOVA1 NPDC1 NPNT NPTN NPTXR NR4A2 NRCAM NRXN1 NSG2 NT5C3A NUCB1 NUCB2 OAZ1 OCRL OGT OSBPL6 P4HA2 P4HTM PAK3 PALLD PAM PAPPA2 PAPSS2 PARM1 PAX6 PCBD1 PCDH17 PCDHB4 PCNX1 PCSK1N PCSK2 PDE3B PDE4D PDK3 PDK4 PDXDC2P PDZK1 PEG10 PEMT PFN2 PGAP1 PGR PHTF2 PIGT PITRM1 PKD2 PKM PLCE1 PLIN3 PLK2 PLP2 PLPP5 PLPPR4 PNMA2 POPDC3 PPM1K PPP1R1A PPP1R3B PPP2R2B PPP3CB PRAF2 PRKAG2-AS1 PRKAR1A PRKCE PRLR PROX1 PRPS1 PSEN2 PTGER3 PTGER4 PTP4A3 PTPRD PTPRN PTPRN2 PTPRT PTS PVR PYROXD2 QDPR QPCT QSOX2 RAB11A RAB26 RAB27A RAB29 RAB3B RAB3C RAB3GAP2 RADX RAP1GAP2 RASSF5 RCAN2 REC8 REEP4 RFX6 RGS17 RGS4 RGS9 RHBDD2 RIMBP2 RIMS2 RIN2 RNASE4 ROMO1 RPS6KA3 RSAD2 RTL5 RTN1 RUNDC3A SCAMP1 SCG2 SCG3 SCG5 SCGB2A1 SCN3B SDC2 SDF2L1 SDK1 SEC14L1 SELENBP1 SELENOI SEM1 SERF2 SERPINE2 SERPINI1 SERTAD4BP SESN2 SESN3 SEZ6L SEZ6L2 SGPL1 SGSM1 SGSM2 SH3GL2 SH3KBP1 SH3RF1 SIK3 SLC22A17 SLC25A53 SLC29A1 SLC29A4 SLC30A8 SLC35G2 SLC36A4 SLC37A4 SLC38A10 SLC38A4 SLC7A14 SLC7A2 SLC7A8 SLC8A2 SLC9A7 SMAP2 SMARCA1 SMARCA2 SMDT1 SMIM24 SMOC1 SNAP25 SNED1 SNHG6 SNU13 SPC25 SPCS1 SPINT2 SPOCK3 SPTSSB SRPK2 SSBP2 SSTR1 SSTR2 SSX2IP ST18 ST8SIA1 ST8SIA3 STC2 STMN1 STMN2 STX11 STX16 STXBP6 SYNGR4 SYP SYT4 SYT5 TBC1D30 TBC1D9 TBL1X TCEAL2 TCEAL3 TCEAL5 TCTA TCTN1 TENT5A TENT5C THEM6 THRB TLCD4 TM4SF4 TMED3 TMEM147 TMEM14A TMEM164 TMEM17 TMEM176A TMEM176B TMEM178B TMEM205 TMEM236 TMEM258 TMEM260 TMEM59 TMEM60 TMEM80 TMEM9 TMX4 TOX3 TPD52 TRAK1 TRNP1 TSPAN2 TSPAN7 TTC8 TTR TUBA1A TUBA1B TUNAR TUSC3 TXNDC11 UBB UBL5 UNC13A UPB1 UQCR11 UQCRQ USH1C USP25 VAMP2 VDR VGF VKORC1 VPS26B VPS41 VSTM2L VWA5B2 WDR59 WFS1 YIPF2 YIPF6 ZBED5-AS1 ZBTB41 ZDHHC14 ZKSCAN1 ZNF618 ZNRF1 MURARO_PANCREAS_BETA_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MURARO_PANCREAS_BETA_CELL AACS AARS1 ABAT ABCA5 ABCC8 ABCG1 ABHD10 ABHD3 ABR ABRACL ACAT1 ACLY ACVR1 ACVR1B ACVR1C ADCYAP1 ADH5 ADM ADRA2A AFF1 AFF4 AGTPBP1 AHCTF1 AKAP11 AKT3 AKTIP ALCAM ALDOC ALG2 ALKBH5 AMPD2 ANKH ANKMY2 ANKRD12 ANKRD65 ANO5 ANP32B ANP32E AP1AR AP3B1 APC APCDD1L-DT APPL1 APPL2 ARFGEF2 ARG2 ARHGAP35 ARHGAP5 ARHGEF3 ARHGEF9 ARL4D ARL6IP5 ARL8B ARMCX3 ARPP19 ASAP1 ASH1L ATF6 ATG3 ATP1B2 ATP2A3 ATP6V0A1 ATP6V0E2 ATP6V1A ATP6V1B2 ATP6V1C1 ATP6V1D ATP6V1E1 ATP6V1G1 ATP8A1 ATRNL1 ATRX ATXN2 AZI2 BAG3 BBS2 BBX BCL2L2 BCL9 BEX1 BEX2 BEX4 BHLHE41 BLOC1S2 BMP5 BNIP3 BNIP3L BRD7 BRI3 BTBD1 BTBD3 BTBD8 BTF3L4 BTG3 C12orf76 C14orf132 C15orf61 C1D C1orf43 C21orf91 C2CD5 C2orf69 C4orf3 CABP7 CACNA1D CACNA1H CACNA2D1 CACYBP CADM1 CADPS CAMK2N1 CAMLG CANX CAPN13 CAPN7 CASC3 CASR CBX4 CBX7 CCNI CCSER2 CCT4 CD200 CDC37L1 CDC42BPA CDC42EP3 CDC5L CDCP1 CDIP1 CDK5R1 CDK6 CDKN1A CDKN1C CDV3 CEBPG CELF4 CENPC CERK CFAP36 CFAP68 CFL2 CHD7 CHD9 CHL1 CHN1 CIRBP CISD2 CLASP2 CLCN3 CLCN4 CLGN CLIP1 CLIP4 CLTA CLTC CMTM8 CNBP CNP CNRIP1 COBLL1 COMMD9 COPRS COPS2 COPS7A COX7A2L CPD CPEB4 CRACD CREB3L2 CREBL2 CREBRF CRMP1 CSDE1 CYFIP2 CYP2U1 CYYR1 DARS1 DBI DDIT3 DDR1 DDX24 DDX3Y DENND5B DGKD DGKE DHRS2 DHRS7 DICER1 DIP2C DLGAP4 DLK1 DMXL2 DNAH5 DNAJB1 DNAJB9 DNAJC12 DNAJC3 DNAJC6 DOCK10 DPP6 DPYSL2 DSP DST DSTYK DTX3 DYNC1H1 DYNLT3 ECPAS EDARADD EDN3 EEF2 EFNA5 EFR3A EIF1B EIF3E EIF3H EIF4A2 EIF4B EIF4G3 ELAVL4 ELMO1 ELMO2 ELP4 EML6 ENDOD1 ENO1 ENO2 ENPP5 ENTPD3 EPB41L1 EPB41L3 EPB41L4A-AS1 EPM2AIP1 EPRS1 ERICH5 ERO1B ERRFI1 ESD ETNK1 EXOC2 EXOC5 EXPH5 FAM107A FAM135A FAM174B FAM200B FAM219A FAM222A FAM8A1 FASN FBXL16 FBXL17 FBXO17 FBXO33 FBXO7 FFAR4 FGF9 FKBP4 FKBP5 FLOT1 FMN2 FNIP1 FNIP2 FOXA2 FOXJ3 FOXN3 FOXO1 FRA10AC1 FTH1 FTH1P3 FTL FXR1 FYN FYTTD1 G3BP1 G3BP2 G6PC2 GABARAP GABARAPL2 GAD2 GAS5 GCC2 GDA GDAP1 GEM GFPT1 GHITM GIGYF2 GLCCI1 GLIS2 GLIS3 GLT8D2 GNA13 GNAO1 GNAS GNG4 GNG7 GNPDA1 GOLGA4 GOLGA8A GOLGB1 GPM6A GPR158 GPRASP1 GPSM1 GREM1 GREM2 GRIA4 GRPEL2 GSE1 GSN GTF3C1 GYG1 HABP4 HACD3 HADH HAPSTR1 HAX1 HCFC2 HDAC9 HECTD1 HECTD4 HERPUD1 HIVEP2 HLF HLTF HMGCLL1 HNRNPC HOOK1 HOPX HPS4 HS6ST1 HSP90AA1 HSP90AB1 HSPA13 HSPA1A HSPA1B HSPA4L HSPA8 HSPA9 HSPD1 HSPH1 HUWE1 IAPP ID1 ID4 IER3 IGBP1 IGF1R IGSF1 IGSF11 IL17RB IL6R ILF3-DT INA ING2 INPP5F INS INSIG1 INSM1 IPO7 IQSEC1 IRF2BP2 IRS2 ISCU ISOC1 ITPR3 JAZF1 JKAMP JUND KAT2B KAT6B KATNAL1 KCMF1 KCNG3 KCNH2 KCNJ11 KCNK16 KCNK17 KCNK3 KCNMA1 KCTD13 KDM3A KDM7A KIAA2026 KIDINS220 KIF13A KIF1A KIF21A KIF3A KIF3B KIF5B KIF5C KLF10 KLF13 KLHDC10 KLHDC8A KLHL12 KLHL2 KLHL42 KMT2C KTN1 LARP1 LDOC1 LETMD1 LINC01128 LMAN1 LMO2 LNPK LOC154761 LONRF2 LPIN1 LRPPRC LRRTM3 LYSMD2 LYST MADD MAFA MAFB MAFG MAGI2-AS3 MAN1A2 MAN1C1 MAN2A2 MAP1A MAP1B MAP1LC3A MAP2 MAP3K2 MAP6 MAPRE1 MAPRE2 MAPT MARK1 MAST4 MATR3 MBD1 MBP MCC MCUB MDM2 ME1 MEG3 MEGF9 MEIS2 METTL5 MGAT4A MIA3 MIR4458HG MIR7-3HG MIS18BP1 MKRN2 MLXIPL MNX1 MPHOSPH8 MPP1 MRPL34 MRPL49 MRPS18B MSANTD4 MT1F MT1X MT2A MTERF2 MTERF4 MTMR6 MTSS1 MTSS2 MTURN MTUS2 MXI1 MXRA7 MYCBP2 MYH14 MYO1D MYO3A MYO5A NANOS1 NAP1L1 NAP1L2 NAP1L5 NAPA NAV2 NBEA NCKAP1 NCOA3 NCOA4 NCOR2 NDFIP1 NDRG1 NEBL NECTIN3 NEFM NEO1 NEU1 NEUROD1 NEXMIF NFASC NFE2L1 NFIC NGRN NIN NISCH NKX2-2 NMNAT2 NMRK1 NORAD NPR2 NPTX2 NR0B1 NR1D2 NR3C1 NRCAM NRDC NSG1 NUCKS1 NUS1 OCIAD1 OLA1 OLFM1 OLMALINC ORC3 OSBPL8 OSTM1 OTULINL P2RY1 PAFAH1B1 PAIP2 PALS2 PAN2 PAPSS2 PARVB PATL1 PCDH7 PCGF5 PCLO PCM1 PCMT1 PCSK1 PDE4DIP PDE8B PDX1 PDZD2 PDZD8 PDZRN3 PEBP1 PEG3 PELI1 PEPD PER3 PERP PFKFB2 PFN2 PGK1 PGRMC2 PHACTR2 PHC2 PHF1 PI4KA PIGA PIK3C2A PIKFYVE PIM3 PIP4P2 PIPOX PIR PITHD1 PJA2 PKIB PKP2 PLAGL1 PLCB1 PLCB4 PLCL2 PLCXD3 PLEKHA6 PLOD2 PNMA1 PNMA2 PNMA8A PPID PPL PPM1A PPM1E PPP1R1A PPP1R2 PPP2CB PPT1 PRDM4 PREPL PRKACB PRKAG2 PRKAR2B PRKCH PRMT2 PRNP PRPF8 PRPS1 PRRC2B PRSS23 PRUNE2 PRXL2A PSAP PSD3 PSIP1 PSMB1 PSMC6 PSMD1 PTAR1 PTBP3 PTCH1 PTEN PTGES3 PTPN1 PTPN11 PTPN3 PTPRJ PTPRN PURA PURB RAB11FIP1 RAB11FIP5 RAB12 RAB15 RAB22A RAB29 RAB39B RAB3B RAB3GAP1 RAB3IP RAB5A RABEP1 RABGGTB RAD17 RAD50 RALGPS1 RANBP2 RAP1GAP2 RAPH1 RASA4 RASD1 RASGRF1 RASGRP1 RASSF6 RBBP8 RBP4 RCAN2 RCAN3 RCBTB2 RCOR3 REPIN1 RERE RETREG2 RGL1 RGS16 RHEB RHOQ RIMKLA RMND5A RNF13 RNF130 RNF157 RNF187 RNF19B RNF2 RNF6 RNMT ROBO1 ROBO2 ROCK1 ROR1 RORA RPA2 RPH3AL RPL17 RPL3 RPL31 RPL36AL RPL37 RPL4 RPL5 RPL7A RPS23 RPS3 RPS4X RRAGA RRAGC RRAGD RRM2B RRN3 RTCB RTN4 RUFY3 RUNX1T1 SAMD3 SARS1 SBDS SBNO1 SC5D SCAPER SCD SCD5 SCG3 SCGN SCN1B SEC11C SEC63 SELENOW SEMA5A SEMA6D SERINC1 SERPINB4 SESN1 SETBP1 SETD3 SETD7 SGMS2 SH3GL2 SHISAL1 SHISAL2B SHOC2 SHTN1 SIPA1L2 SIX2 SIX3 SKIC3 SLAIN2 SLC11A2 SLC16A9 SLC18A2 SLC1A4 SLC25A34 SLC25A36 SLC25A4 SLC29A1 SLC2A1 SLC2A13 SLC2A2 SLC30A8 SLC39A14 SLC4A10 SLC4A7 SLC6A17 SLC6A6 SLC7A1 SLK SMAD7 SMAD9 SMIM29 SNAP91 SNHG32 SNHG7 SNX29 SNX9 SOBP SOCS2 SOCS7 SORL1 SPECC1L SPEG SPIN1 SPIRE1 SPOPL SPRYD3 SQSTM1 SRD5A1 SREBF1 SRPRA SRXN1 SSTR5-AS1 ST13 ST18 ST3GAL5 ST8SIA3 STAG2 STMN2 STMN3 STX1A STX3 STXBP1 STXBP5 SUCO SUMO3 SURF2 SURF4 SUSD4 SUSD6 SV2A SVIP SYBU SYNE2 SYNM SYT11 SYT13 SYT4 SYT7 TAB2 TAF9 TAGLN3 TANC2 TAOK1 TBC1D24 TBC1D4 TBC1D9B TBCC TBL1XR1 TCAF1 TCAF2 TCEA1 TERF2 TERF2IP TFCP2L1 TGFBR3 TGOLN2 THAP5 THAP6 THBD TIAM1 TIMP2 TLE5 TMCC3 TMED6 TMEM109 TMEM126B TMEM132B TMEM150C TMEM167A TMEM181 TMEM33 TMEM37 TMEM38B TMEM64 TMEM65 TMOD1 TMOD2 TNFRSF11A TNKS2 TNS1 TOGARAM1 TOMM20 TOMM34 TOMM70 TOR1AIP1 TPD52 TPM3 TPP1 TPRG1L TRAPPC8 TRIB3 TRIM2 TRIM23 TRIM37 TRIM9 TRIP11 TRIQK TRMT112 TSHZ1 TSHZ3 TSPAN1 TSPAN13 TSPAN7 TSPYL1 TSPYL2 TSPYL5 TTC3 TTC3P1 TTC7B TTLL7 TUBA4A TUBB2B TUNAR TXNL1 TXNRD1 U2SURP UBC UBE2QL1 UBE3C UBL3 UBN1 UBQLN1 UBQLN2 UBXN1 UBXN4 UCHL1 UCHL5 UHMK1 UNC79 UNC80 USF3 USP1 USP12 USP34 USP48 USP51 USP9X UTRN VAMP2 VAPB VAT1L VEGFA VEGFB VLDLR VOPP1 VPS13C VPS35 VPS37A VWDE WAC WARS1 WDR17 WDR33 WDR7 WFS1 WHAMM WLS WNT4 WSB2 WSCD2 XPC XPOT YME1L1 YWHAG ZBTB33 ZBTB38 ZBTB4 ZC3H6 ZCCHC14 ZCRB1 ZHX3 ZMAT3 ZMIZ1 ZMYND11 ZNF106 ZNF204P ZNF277 ZNF292 ZNF318 ZNF331 ZNF395 ZNF483 ZNF652 ZNF667-AS1 ZNF746 ZNF770 ZNF91 ZZZ3 MURARO_PANCREAS_DELTA_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MURARO_PANCREAS_DELTA_CELL ABCC5 ABCC9 ABHD16A ABI3BP ACSL1 ACVR1B ADGRL2 ADGRV1 AHI1 AKAP12 AMIGO2 AMPH ANK3 APOBEC2 AQP3 ARFGEF3 ARL4D BAALC BAMBI BCHE BEX1 BEX2 BEX4 BHLHE41 BTG2 BTG3 C14orf132 CABP7 CADM1 CADPS CALB1 CALCB CAMK2B CASR CBLN4 CD9 CDHR3 CDK14 CDKN2A CELF4 CEP41 CHN2 CPE CREM CXXC4 CYFIP2 DHRS2 DIRAS3 DNAJB9 DNAJC12 DNAJC6 DPYSL3 DUSP26 DUSP6 DYNC2H1 EDN3 EEIG1 EGR1 EHF ELAVL4 ENSG00000286190 EPHX2 ERBB4 ERICH3 ETV1 EXOC6 EYS F5 FAM167A FANCF FBXL16 FFAR4 FGF12 FGF14 FHOD3 FOS FOXP2 FRZB FTO FXYD6 GABRA1 GABRB3 GABRG2 GAD2 GAL GCH1 GHSR GPAT4 HADH HAP1 HEPACAM2 HHEX HID1 HMGCLL1 HMOX1 HPN HSPA6 HTATSF1 ICA1L IDS IER2 INPP5F INSM1 IRS2 ISL1 ISL1-DT ITM2C JAM3 KCNB2 KCNH2 KCNIP1 KCNJ2 KCNJ8 KCNT2 KCTD8 KRT10 LCORL LEPR LINC00261 LMO2 LONRF2 LPIN1 LRCH2 LRFN5 LRRC42 MAGEL2 MAP1B MAP2 MAP6 MAP9 MBNL2 MCC MDFIC MEST MIR7-3HG MLPH MRAP2 MS4A8 MTURN NAP1L3 NBEA NCAM1 NDRG4 NECTIN3 NOL4 NPHP4 NSG1 NUAK1 NUDT9 OXCT1 PAIP2B PAK3 PAM PARVB PBX3 PCK1 PCLO PCP4 PCSK1 PCSK1N PDE2A PDLIM4 PDZRN3 PEG10 PEG3 PHGR1 PIPOX PJA2 PKDCC PKIB PLEKHB1 PLXNA2 PNMA1 PNMA2 PNMA8A PNRC2 PON3 POU3F1 PPP4R4 PREPL PRG4 PRKACB PROX1 PRSS23 PSIP1 PTPRN QDPR RAB3D RADX RBP4 RCAN3 RGS2 RHOBTB3 RIPPLY3 RUFY3 RUNDC3A RUNX1T1 SAMD5 SCRN1 SEC11C SERTAD4BP SESN3 SETBP1 SILC1 SLC17A6 SLC2A13 SLC38A1 SLC4A8 SLC6A17 SLC7A5 SLC7A5P2 SNAP25 SORL1 SST SSTR1 ST3GAL1 ST8SIA3 ST8SIA4 STAU2 STXBP5L SYNE2 SYT1 SYT4 TANC2 TBC1D24 TCEAL2 TCEAL3 TCEAL5 TCEAL6 TENM2 TENM3 THSD7A TLE2 TMEM132D TMEM200A TMOD1 TPD52 TPPP3 TSHZ2 TTC3 UBE2QL1 UCHL1 UCP2 UNC5B UNC80 VAT1L VWA5A WHRN ZKSCAN1 ZMAT1 MURARO_PANCREAS_DUCTAL_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MURARO_PANCREAS_DUCTAL_CELL A2M ABCA1 ABCB1 ABCC3 ABCC4 ABCF1 ABHD11 ABHD2 ABHD3 ABHD4 ABI1 ABRACL ABTB2 ACAA1 ACAA2 ACADVL ACOT9 ACP5 ACSL4 ACSS1 ACSS2 ACTB ACTG1 ACTN4 ACTR2 ACTR3 ADAM10 ADAM28 ADAM9 ADAMTS1 ADAMTS9 ADCY5 ADGRA3 ADGRF1 ADGRG6 ADI1 ADM AFAP1 AFDN AGAP1 AGPAT3 AGR2 AGT AHNAK AHR AKAP13 AKAP7 AKR1B10 AKR1C1 AKR1C3 ALAD ALDH1A3 ALDH2 ALDH3A2 ALDH3B1 ALDOA ALKAL2 ALOX5 ALOX5AP AMBP AMOTL1 AMOTL2 ANK3 ANKRD1 ANKRD13A ANKRD9 ANO6 ANXA1 ANXA11 ANXA2 ANXA2P2 ANXA3 ANXA4 ANXA5 ANXA9 APBB1IP APCDD1 APCS APEX1 APLP2 APOL1 APOL6 APP AQP1 ARF6 ARHGAP12 ARHGAP18 ARHGAP21 ARHGAP26 ARHGAP29 ARHGDIB ARHGEF12 ARHGEF18 ARHGEF40 ARL4C ARL6IP1 ARL6IP5 ARPC1B ARPC2 ARPC3 ARPC5 ARRB2 ARSD ASAH1 ASAP2 ASS1 ATF3 ATP10B ATP11A ATP11B ATP13A3 ATP1A1 ATP1B1 ATP2B4 ATP5F1A ATP5F1B ATP5F1C ATP5MC3 ATP5PO ATP8B1 B2M B3GNT5 B3GNT7 B4GALT1 B4GALT4 B4GALT5 BAAT BACE2 BAIAP2L1 BAMBI BAZ1A BCL10 BCL2 BCL3 BCL6 BDH2 BHLHE40 BICC1 BIRC3 BMP2 BPGM BRI3 BTBD7 BTG1 BZW1 C12orf75 C1QA C1QB C1QC C1R C1RL C1S C1orf116 C1orf198 C3 C4orf19 C5AR1 C6 CA12 CA2 CALD1 CALM2 CANT1 CAP1 CAPG CAPN1 CAPN2 CAPN6 CAPZA1 CARHSP1 CASK CASP10 CASP4 CASP6 CASP7 CAST CAT CAV1 CAV2 CBR1 CBX3 CCDC198 CCDC50 CCDC6 CCDC71L CCL2 CCL20 CCL28 CCL3 CCN1 CCN2 CCN3 CCND1 CCNG2 CCT2 CD151 CD24 CD276 CD2AP CD300A CD44 CD47 CD53 CD59 CD63 CD68 CD74 CD84 CD9 CDC42EP1 CDH1 CDH19 CDH6 CDK2AP2 CDK6 CDKN1A CDKN2B CDR2 CDR2L CDS1 CDX2 CEACAM5 CEACAM6 CEACAM7 CEBPB CEMIP2 CERS2 CES1 CFAP221 CFB CFH CFI CFL1 CFLAR CFTR CGNL1 CHD4 CHI3L1 CHML CHMP2B CHP1 CHST15 CIAO2A CITED4 CLDN1 CLDN10 CLDN2 CLDN23 CLDN4 CLDN7 CLIC1 CLIC4 CLINT1 CLMN CLN8 CMPK1 CMTM3 CMTM7 CNDP2 CNN2 CNN3 CNPPD1 COL18A1 COX5A COX5B COX6A1 COX7B COX7C CPA3 CPM CPPED1 CPT1A CRCT1 CREB5 CREG1 CRIM1 CRP CRYAB CRYBG1 CRYZ CS CSF1 CSF1R CSRP1 CSTB CTBP2 CTNNA1 CTNNB1 CTSB CTSC CTSD CTSE CTSH CTSL CTSO CTSS CTTN CTTNBP2NL CX3CL1 CXADR CXCL1 CXCL16 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CYBB CYC1 CYCS CYFIP1 CYP1A1 CYP1B1 CYP3A5 CYP4V2 CYP51A1 CYTH2 DAB2 DAB2IP DAG1 DAPK1 DAZAP2 DCBLD2 DCDC2 DCTPP1 DDAH1 DDAH2 DDIT4 DDX52 DECR1 DEFB1 DERL1 DGLUCY DHCR24 DHRS3 DHRS7 DIAPH1 DLD DOCK1 DOK5 DSC2 DSG2 DST DTX3L DUOX2 DUSP1 DUSP16 DUSP23 DUSP4 DUSP5 DUSP6 DYNC1I2 DYNLT1 EBP EDN1 EEIG1 EFNA1 EFNB2 EFTUD2 EGFR EGLN1 EGR1 EHD4 EHF EIF2S3 EIF4E2 EIF4EBP2 EIF4G2 EIF6 ELF1 ELF3 ELOVL1 ELOVL7 ENAH ENC1 ENO1 EPB41L1 EPCAM EPHA2 EPRS1 EPS8 EPS8L3 ERBB3 ERBIN ERGIC1 ERICH5 ERLIN2 ERO1A ERRFI1 ETFA ETS2 ETV6 EXOC6 EXT1 EZR F11R F2RL1 FA2H FAHD1 FAM110C FAM133CP FAM171A1 FARP1 FAT1 FBLIM1 FCER1A FCER1G FDFT1 FGA FGD6 FGF19 FGF2 FGFR2 FGFR3 FGL2 FH FILIP1L FLII FLNA FLRT2 FLRT3 FMNL2 FNDC3B FNDC4 FOXO3 FRMD4A FRMD8 FSTL1 FTH1 FTH1P3 FUCA1 FUT4 FYB1 FZD5 G6PC1 GADD45A GADD45B GALNT1 GALNT2 GALNT3 GALNT7 GATA6 GATM GBP2 GBP3 GCC2 GCNT3 GDE1 GDF15 GJA1 GJB1 GLB1 GLIS3 GLO1 GLUL GM2A GMNN GNG12 GNG5 GNPTAB GNS GOLM1 GOT1 GOT2 GPNMB GPRC5B GPX1 GPX2 GRB2 GRN GSN GSTK1 GSTM4 GSTO1 GSTP1 GSTT1 GUCD1 GULP1 GYPC H19 H3-3B HABP2 HADHA HADHB HBEGF HCK HCP5 HDAC7 HDGF HDHD3 HEBP1 HEBP2 HEG1 HES1 HEXB HGSNAT HIF1A HINT3 HIP1 HK1 HKDC1 HLA-A HLA-B HLA-C HLA-DMA HLA-DMB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB6 HLA-E HLA-F HMGB1 HMGCS1 HMGN1 HNF1B HNMT HNRNPAB HNRNPF HOMER2 HPCAL1 HS3ST1 HSD11B2 HSD17B11 HSD17B2 HSPA1A HSPB1 HSPB8 HTATIP2 ICAM1 ID1 ID2 ID3 IDH2 IER2 IER3 IER5 IFI16 IFI30 IFIT3 IFITM2 IFITM3 IFNAR1 IFNGR2 IGF2BP2 IGF2R IGFBP7 IGSF3 IGSF6 IL10RB IL17RD IL18 IL1R1 IL1RN IL4R IL6ST IMPA2 INSIG2 IQGAP1 IQGAP2 ITGA2 ITGA3 ITGA6 ITGAV ITGB1 ITGB2 ITGB4 ITGB5 ITGB8 ITIH5 ITPR2 JAG1 JCAD JOSD1 JPT1 JUN JUP KANK2 KCNJ15 KCNJ16 KCNK5 KCNQ1 KDM5B KDSR KIAA0930 KIAA1217 KIAA1522 KIF13B KIF1C KIT KLF13 KLF3 KLF5 KLF6 KLHL24 KLHL5 KNOP1 KRT17 KRT18 KRT19 KRT23 KRT7 KRT8 KRT80 KRTCAP3 LACC1 LAD1 LAMA3 LAMA5 LAMB1 LAMB3 LAMC1 LAMC2 LAMP2 LANCL1 LAPTM4A LAPTM4B LAPTM5 LASP1 LATS2 LBH LBR LCN2 LCP1 LDHA LDLR LEPROT LGALS3 LGALS3BP LGALS4 LGALS8 LGALS9 LGR4 LHFPL2 LIF LIMA1 LIMS1 LINC01133 LIPA LIPH LITAF LLGL2 LMAN2 LMNA LMO4 LMO7 LPAR6 LPCAT2 LPGAT1 LPP LRATD2 LRG1 LRP10 LRRC8A LRRFIP1 LTB LURAP1L LUZP1 LYN LYPD1 LYPLA1 LYZ MACC1 MACF1 MAFF MAGI1 MAGI3 MAL2 MALL MAOB MAP1LC3B MAP3K1 MAP3K20 MAP3K21 MAP4 MAPK6 MAPKAP1 MARCKSL1 MAT2B MBD2 MCAM MCL1 MDH1 MDK MELTF MET METTL7A MGAT4B MGAT5 MGST3 MID1 MINDY2 MIR4435-2HG MITF MLEC MLPH MMP7 MOB3B MPC1 MPEG1 MPRIP MPZL1 MRPL15 MS4A7 MSMO1 MSN MSR1 MST1L MTMR12 MTUS1 MUC1 MUC13 MUC20 MYADM MYD88 MYH14 MYH9 MYL12A MYL12B MYO10 MYO1C MYO1E MYO5B MYO6 MYOF MYRF NAGK NAMPT NAPG NARS1 NCAM1 NCEH1 NCF2 NCK2 NCL NCOA4 NCOA7 NDFIP2 NDRG2 NDUFA4 NDUFA6 NDUFS2 NEAT1 NECAP2 NECTIN2 NECTIN4 NEDD4L NEDD9 NET1 NEURL3 NEXN NFE2L2 NFIA NFIB NFIX NFKBIA NFKBIZ NGFR NHERF1 NIBAN2 NINJ1 NIPSNAP2 NLN NMT2 NNT NOP10 NOTCH2 NOTCH2NLA NPAS2 NPC2 NPNT NR0B2 NR1H4 NR2F2 NR5A2 NRAS NRP1 NTN4 NTRK2 NUAK2 OCIAD2 OCLN ODC1 OGA OLFM4 OLFML2A OLR1 ONECUT2 OPTN OSBPL1A OSMR OXSR1 PACSIN2 PAFAH2 PAH PAIP1 PAK1 PAK2 PARD3 PARD6B PARP14 PARP4 PATJ PAWR PBX1 PCSK5 PCYOX1 PDCD6IP PDE3A PDE5A PDGFC PDGFD PDHA1 PDIA5 PDLIM1 PDLIM3 PDLIM5 PDP1 PDZK1IP1 PEA15 PERP PFKFB3 PFKP PFN1 PGK1 PGM2 PGM2L1 PHB1 PHLDA1 PHLDA2 PHLDB2 PICALM PIGR PIGS PIK3AP1 PIK3IP1 PIK3R1 PIM1 PKHD1 PKP4 PLA2G7 PLAU PLAUR PLD1 PLEKHA2 PLEKHB1 PLS1 PLS3 PLSCR1 PLXNB1 PMEPA1 PMP22 PNKD PNP PNPLA2 PNRC1 POF1B PON2 PPARGC1A PPDPF PPFIBP1 PPIA PPIC PPIF PPP1CB PPP1R11 PPP1R18 PPP2R3A PRDM16 PRDX1 PRKCA PRKX PROM1 PRR13 PRR15L PRSS22 PRSS23 PRXL2B PSAP PSG4 PSMB10 PSMB8 PSME3 PTAFR PTGFRN PTMA PTMAP11 PTP4A1 PTP4A2 PTPN12 PTPN14 PTPRC PTPRF PTPRK PTPRM PTTG1IP PWWP3B PXDC1 QKI QSOX1 RAB10 RAB11FIP1 RAB25 RAB27B RAB32 RAB5B RAB6A RAB9A RAC1 RAC2 RALA RALB RALGAPA2 RAP2B RAPGEF5 RASEF RASSF4 RASSF8 RB1CC1 RBM47 RBP1 RBPMS RCAN1 RCC2 RCN2 RDH10 RDH11 RERG RESF1 REST RETSAT RGS1 RHBDF1 RHOB RHOC RHOG RHOQ RHOU RHPN2 RIPK2 RMND5A RNASE1 RNASET2 RND3 RNF103 RNF128 RNF19A RNF213 RNF44 RNPEP RPS27L RPS6KA2 RRAS2 RSU1 RUNX1 RUNX3 S100A10 S100A11 S100A13 S100A14 S100A16 S100A6 SAMD12 SAMD9 SAT1 SATB1 SAV1 SCAF11 SCNN1A SDC1 SDC4 SDCBP SDHA SDHB SDS SEL1L3 SEMA6A SEPHS2 SERINC2 SERINC5 SERPINA1 SERPINA3 SERPINA5 SERPINA6 SERPINB2 SERPING1 SERTAD2 SESTD1 SETD7 SFPQ SFRP5 SGPP1 SH2D4A SH3BGRL3 SH3BP4 SH3D19 SH3PXD2B SH3YL1 SHROOM3 SIAE SINHCAF SIPA1L1 SIRPA SKIL SLA SLC12A2 SLC12A7 SLC15A1 SLC16A7 SLC17A4 SLC1A1 SLC20A1 SLC25A23 SLC25A24 SLC25A3 SLC25A5 SLC28A3 SLC34A2 SLC35B2 SLC35F6 SLC38A1 SLC38A2 SLC39A1 SLC3A1 SLC40A1 SLC43A3 SLC44A2 SLC44A4 SLC46A3 SLC4A4 SLC66A3 SLC6A20 SLFN5 SLK SLPI SMAD3 SMARCC1 SMC5 SMS SMURF1 SNAP23 SNHG12 SNX10 SNX6 SOD2 SORBS2 SOWAHC SOX10 SOX4 SOX9 SP1 SP100 SPAG1 SPATS2L SPINT1 SPNS2 SPP1 SPRED1 SPRY2 SPSB1 SPTAN1 SPTBN1 SPTSSA SQSTM1 SRGAP1 SRGN SRP14 ST3GAL1 ST6GAL1 STAB1 STARD7 STAT6 STAU1 STK17A STK17B STK24 STK38 STK38L STOM STS STX7 SUCLG1 SUCLG2 SULT1C2 SUSD6 SVIL SWAP70 SYK SYNCRIP SYNE2 SYNGR2 SYNPO SYPL1 SYT8 TACC1 TACSTD2 TAGLN2 TANC1 TAPBP TBC1D16 TBC1D5 TBXAS1 TC2N TCF7L2 TCIM TCP1 TEAD2 TES TFF1 TFF2 TFPI TFPI2 TFRC TGFA TGFB2 TGFBI TGFBR2 TGIF1 TGM2 THBS1 THSD4 TIMP2 TIMP3 TINAGL1 TIPARP TJP1 TJP2 TLE1 TM2D2 TM4SF1 TM7SF3 TMBIM1 TMBIM6 TMC4 TMC5 TMEM106B TMEM123 TMEM127 TMEM132A TMEM165 TMEM41A TMEM43 TMEM50A TMEM51 TMEM87A TMEM87B TMEM98 TMOD3 TMPRSS2 TMSB10 TMSB4X TNFAIP2 TNFAIP3 TNFAIP8 TNFRSF10B TNFRSF11B TNFRSF12A TNFRSF1B TNFRSF21 TNFSF10 TNFSF15 TNKS1BP1 TNS1 TNS3 TOB2 TOP1 TOP2B TP53BP2 TP53I11 TP53INP2 TPBG TPD52L1 TPGS2 TPI1 TPM1 TPM4 TPSAB1 TRAK2 TRIB1 TRIM25 TRIM26 TRIM38 TRIM47 TRIM8 TRIOBP TRIP10 TRPV6 TSHZ2 TSPAN14 TSPAN15 TSPAN3 TSPAN6 TSPAN8 TST TTC9 TTL TTN TTYH3 TUBA1C TUBB TUBB3 TUBB4B TUBB6 TUT7 TXN TXNDC17 TXNIP TXNRD1 TYROBP UBALD2 UBAP1 UBC UBD UBE2L6 UCA1 UGCG UGP2 UGT2A3 UGT2B15 UPK1B UQCRC2 UQCRFS1 UQCRH UTRN VAMP8 VASN VASP VAT1 VAV3 VCAM1 VCL VDAC1 VDAC2 VGLL3 VMP1 VNN1 VPS26A VSIG4 VTCN1 WASHC4 WBP2 WDR1 WDR72 WEE1 WFDC2 WLS WNK2 WSB1 WWC1 WWTR1 XRCC5 XRN2 YAP1 YBX3 YWHAB YWHAZ ZBTB20 ZC3H12A ZDHHC3 ZDHHC7 ZFP36 ZFP36L1 ZFP36L2 ZNF117 ZNF208 ZNF217 ZNF267 ZNF292 ZNF503 ZNF704 ZNF83 ZSWIM6 ZYX MURARO_PANCREAS_ENDOTHELIAL_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MURARO_PANCREAS_ENDOTHELIAL_CELL A2M ABI3 ACE ACVRL1 ADAMTS4 ADAMTS9 ADGRF5 ADGRG1 ADGRL2 ADGRL4 AFAP1L1 AHR ANGPT2 ANGPTL2 ANKRD11 ANKRD50 APLNR APP ARHGAP23 ARHGAP29 ARHGAP31 ARHGDIB ARHGEF12 ARPC2 ATAD3C ATP1B3 BCL6B BDKRB2 BGN BMPR2 BNIP2 CALCRL CAV1 CAVIN1 CBL CBLB CCND1 CD34 CD36 CD59 CD81 CD9 CD93 CDC37 CDH5 CDK2AP1 CDR2L CEBPG CEP170 CFL1 CHSY1 CLEC14A CLIC2 CLIC4 COL13A1 COL15A1 COL4A1 COL4A2 COL5A3 CSF2RB CTNNA1 CTNNB1 CXCL12 CXCR4 CYGB CYP1A1 CYP1B1 CYYR1 DAB2 DAB2IP DENND11 DGKD DHRS3 DIPK2B DKK3 DLC1 DOCK4 DPYSL3 DUSP6 ECE1 ECSCR EFNA1 EFNB2 EFNB3 EHD4 ELK3 EMCN EMP1 EPAS1 ERBIN ERG ESAM ESM1 ETS1 ETS2 EXOC3L2 F2R F2RL3 FABP5 FAM43A FCN3 FHOD1 FKBP1A FLT1 FLT4 FMNL3 FRMD4A FRMD8 FSCN1 FSTL1 FZD4 GAB1 GARRE1 GASK1B GATA2 GBP4 GIMAP4 GIMAP7 GIMAP8 GMFG GNG11 GPR4 GPX1 GRB10 HDAC7 HEG1 HEY1 HIP1 HK1 HLA-B HLA-E HLX HMGB1 HOXB6 HPCAL1 HTRA1 HTRA3 ICAM1 ID1 ID2 ID3 IFI16 IFI27 IFITM1 IFITM2 IFITM3 IGFBP4 IGFBP7 IL4R IL6ST INSR ITGA1 ITGA2 ITGA5 ITGAV ITPRIP ITPRIPL2 JAG1 JAK1 JAM3 JUP KBTBD2 KCNN3 KCTD20 KDR KLF13 KLHL24 LAMA4 LAMB1 LAMC1 LATS2 LBH LDB2 LDHB LGALS1 LHFPL2 LHFPL6 LIFR LIMS1 LMO2 LPAR6 LRRC32 LRRC8A LRRC8C LUZP1 LXN MACF1 MADCAM1 MARCKSL1 MCAM MCF2L MECOM MEF2A MEF2C MLEC MLLT1 MMP1 MMP2 MMRN2 MPRIP MRTFB MSN MSX1 MYCN MYCT1 MYH9 MYL12B MYLK NEDD9 NID1 NKX2-3 NLRC3 NOL4L NOTCH1 NOTCH4 NOVA2 NQO1 NRARP NRP1 NRP2 OLFML2A P2RY6 PASK PCAT19 PDE2A PDGFA PDGFB PEA15 PECAM1 PELO PFKP PGM2 PGM2L1 PIM3 PITPNC1 PKP4 PLEKHG1 PLEKHO1 PLPP3 PLVAP PLXNA2 PMEPA1 PNP PODXL PPP1R18 PRCP PRDM1 PREX1 PRSS23 PTMA PTMAP11 PTPN12 PTPRB PTPRE PXDN PXN QKI RAB31 RAI14 RAMP2 RAP1A RAPGEF1 RAPGEF4 RASA4 RASGRP3 RB1 RBMS1 RCC2 RDX RELL1 REST RFLNB RGCC RGS5 RHOJ RILPL2 RIPOR1 ROBO4 RSU1 S100A13 SASH1 SEC14L1 SELE SEMA3G SERPINE1 SERPINH1 SGK1 SH2B3 SH2D3C SH3KBP1 SHANK3 SHE SKAP2 SLC12A7 SLC26A2 SLC2A3 SLC38A2 SLC44A2 SLC7A11 SLCO2A1 SMAD6 SMAD7 SNAI1 SNAP23 SNRK SNTB2 SOCS3 SOX18 SOX4 SPARC SPARCL1 SPG7 SPON2 SPRED1 SPRY4 SPTBN1 SRGN ST8SIA4 STC1 STING1 STOM SULF2 SWAP70 SYNM SYNPO TBC1D1 TBC1D8 TCF4 TCIM TEK TGFBR1 TGFBR2 THBD THBS1 TIE1 TM4SF1 TM4SF18 TMEM204 TMEM47 TMSB10 TP53I11 TP53INP2 TSC22D1 TSPAN14 TUBB6 UACA UBE2J1 UNC5B UPP1 UTRN UXS1 VASH1 VIM VWA1 VWF WDR1 WWTR1 YES1 ZEB1 ZFP36L2 ZNF503 ZNF532 MURARO_PANCREAS_EPSILON_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MURARO_PANCREAS_EPSILON_CELL ACSL1 AGT ANXA13 ARX ASAH1 ASGR1 BMP7 CDKN2A CLU DEFB1 DIRAS3 EBF1 FAXDC2 FFAR4 FGF14 FRZB GHRL HEPACAM2 KCNH2 LINC00261 NEDD9 NUAK1 PCSK1 PEG10 PHGR1 PIGK PROX1 SAMD5 SEMA3E SERPINA1 SERPINA10 SERPINB6 SPINK1 SPON2 SPTSSB SUCNR1 SYNJ2 TM4SF4 TM4SF5 TMEM45B TRNP1 VSTM2L VTN ZKSCAN1 MURARO_PANCREAS_MESENCHYMAL_STROMAL_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MURARO_PANCREAS_MESENCHYMAL_STROMAL_CELL A2M ABCA1 ABHD4 ACSL4 ACTA2 ACTB ACTG1 ACTN1 ACTR3 ACVR1 ADA ADAM12 ADAM19 ADAMTS2 ADAMTS4 ADGRA2 ADH5 AEBP1 AFAP1 AHNAK AHR AKAP12 AKAP13 ALDH1L2 AMOTL1 ANGPTL2 ANGPTL4 ANKRD11 ANO1 ANO6 ANTXR1 ANXA1 ANXA2 ANXA2P2 ANXA5 ANXA6 AP2M1 APEX1 ARF4 ARHGAP21 ARHGAP23 ARHGEF17 ARHGEF2 ARHGEF40 ARID5B ARL4C ARL8B ARPC1B ARPC2 ASNS ATF4 ATF5 ATP1B3 ATXN1 AXL B4GALT1 BASP1 BAZ1A BGN BHLHE40 BMP1 BMP8A BPGM BTF3 BZW1 C11orf96 C1R C1S C2CD2 C3orf80 CALD1 CALU CAMSAP2 CAP1 CAPZB CARMN CAV1 CAVIN1 CAVIN3 CBLB CBR1 CBS CBX3 CCDC102B CCDC71L CCDC74A CCDC80 CCN1 CCN2 CCN4 CD248 CD276 CD59 CD82 CDH11 CDK2AP1 CDK4 CDR2L CEBPB CEMIP CEP170 CERCAM CFL1 CHST15 CHSY1 CKAP4 CLIC4 CMTM3 CNN2 CNN3 COL12A1 COL15A1 COL16A1 COL18A1 COL1A1 COL1A2 COL3A1 COL4A1 COL4A2 COL5A1 COL5A2 COL5A3 COL6A1 COL6A2 COL6A3 COL8A1 COLGALT1 COPA COPS8 CREB3L1 CRISPLD2 CRLF1 CRTAP CSGALNACT2 CTDSP2 CTHRC1 CTNNB1 CTSB CTSC CTSK CTSL CYBRD1 CYGB CYP1B1 CYTH3 CYTOR DAB2 DACT1 DCBLD2 DCN DDIT4 DDX21 DEGS1 DIMT1 DKK3 DLC1 DSE DUSP14 DUSP5 DUSP6 DYRK2 EBF1 EDNRA EDNRB EEF1A1 EEF1B2 EEF1D EEF2 EFNB2 EHD2 EID1 EIF2S2 EIF2S3 EIF3A EIF3M EMP1 ENAH ENC1 ENO1 EPAS1 EPRS1 EPS8 ETS1 EXT1 F2R F2RL2 FADS1 FAM114A1 FAP FARP1 FAT1 FBN1 FBXO32 FERMT2 FEZ2 FGF2 FGF7 FHL2 FHOD1 FIBIN FKBP10 FKBP11 FKBP9 FLNA FMNL3 FMOD FN1 FNDC3B FOXF2 FRMD6 FSCN1 FSTL1 FTH1P3 FYN G0S2 G6PD GALNT1 GALNT10 GAPDH GARS1 GAS7 GASK1B GEM GFPT2 GJD3 GLI2 GNB4 GNG11 GOLIM4 GOLT1B GPC6 GPNMB GPX7 GPX8 GREM1 GSTO1 GUCY1A2 GYPC H2AZ1 HAPSTR1 HAS2 HBEGF HCLS1 HDAC7 HDLBP HEG1 HES1 HEYL HIC1 HK1 HMCN1 HMGB1 HNRNPA1L2 HNRNPAB HOXB2 HSD11B1 HSPA5 HTRA1 HTRA3 HYCC1 IARS1 ID3 IER3 IFI16 IFITM1 IFITM2 IFITM3 IGFBP3 IGFBP4 IGFBP5 IGFBP7 IKBIP IL11 IL1R1 IL33 IL4R IL6 INHBA IRX4 ISLR ITGA1 ITGA11 ITGA2 ITGA5 ITGAV ITGB1 ITGB1BP1 ITGB3 ITGB5 ITPRIP ITPRIPL2 JAG1 JAK1 JAM3 JARID2 JCAD KANK2 KANK4 KCNE4 KCNG1 KCTD10 KDELR2 KDELR3 KITLG KLF13 KLF9 KPNA4 LACC1 LAMA2 LAMA4 LAMB1 LAMC1 LAMC3 LAMP5 LATS2 LDHA LDHB LGALS1 LHFPL2 LHFPL6 LIF LIMS1 LITAF LMCD1 LMNA LMO4 LOX LOXL2 LRRC32 LRRC59 LTBP1 LTBP2 LUM LXN MANF MAP1A MAP3K20 MAP4 MAP4K4 MAPKAPK2 MARCKS MARCKSL1 MARS1 MAX MCC MCL1 MDFIC MEDAG MFAP4 MFGE8 MGP MGST1 MICAL2 MIR100HG MIR4435-2HG MMP1 MMP11 MMP2 MMP9 MPZL1 MRAS MRC2 MSANTD3 MSC-AS1 MSN MSX1 MT2A MTDH MTHFD2 MXRA8 MYADM MYC MYH9 MYL12A MYLK MYO10 MYO1E MYOF NAP1L1 NAV1 NCK2 NDN NES NEXN NFIC NHS NHSL2 NID1 NID2 NIN NKD1 NNMT NOTCH1 NOTCH2 NOTCH2NLA NOTCH3 NPC2 NPM1 NQO1 NR2F2 NR3C1 NREP NRP1 NRP2 NT5E NUMBL NUPR1 OAT OLFML2A OSMR OSTC OXA1L P3H4 P4HA3 PABPC1 PABPC3 PABPC4 PAG1 PAPPA PARVA PCK2 PDE3A PDGFRA PDGFRB PEA15 PEAK1 PELO PFN1 PGAM1 PGD PHB2 PHC2 PHGDH PHLDA1 PHLDB1 PIEZO2 PLAT PLAU PLAUR PLEKHO1 PLIN2 PLOD1 PLOD2 PLS3 PLSCR4 PLXDC1 PMEPA1 PMP22 POMP POSTN PPFIBP1 PPIC PPP1R18 PRDM1 PRDX1 PRDX6 PRKG1 PRRX1 PSAT1 PSMA7 PTDSS1 PTGES PTGFRN PTGS1 PTGS2 PTK7 PTMA PTPN12 PTPN14 PTPRE PXDN QKI RAB23 RAB31 RAB32 RACK1 RAI14 RAN RAP1B RASAL2 RASL12 RASSF8 RB1CC1 RBM3 RBMS1 RBPMS RCAN1 RCC2 RCN1 RCN2 REST REXO2 RFLNB RFTN1 RGS10 RHBDF1 RHOQ RIC8A RLIM RND3 RNF168 RNF24 ROCK2 RPL10 RPL10A RPL10L RPL13A RPL22L1 RPL23 RPL27 RPL39 RPL4 RPLP0 RPLP1 RPS13 RPS16 RPS23 RRAGA RSL24D1 RSU1 RUNX1 S100A11 S100A16 S1PR3 SACS SAR1A SASH1 SCARA3 SDC2 SEC13 SEC23A SEC24D SEC31A SELENOS SERPINE1 SERPINF1 SERPINH1 SFRP1 SFRP2 SGCD SH2B3 SH3BGRL3 SH3KBP1 SH3PXD2A SH3PXD2B SHC1 SHMT2 SKIL SLC1A5 SLC25A3 SLC2A3 SLC38A2 SLC44A1 SLC4A7 SLC7A11 SMC4 SMIM3 SNAI1 SNAI2 SNHG16 SNHG5 SNX9 SPARC SPART SPATS2L SPHK1 SPOCK1 SPON1 SPON2 SPRED1 SPRED2 SPRY4 SPSB1 SRM SRPX2 SRXN1 SSC5D SSH1 SSR3 STC1 STEAP1 STK17B STK24 STK38L STON1 SULF1 SULF2 SUSD2 SVIL SYDE1 SYNCRIP SYNJ2 TALDO1 TARS1 TBC1D16 TBX2 TBX3 TCF4 TFPI TFPI2 TGFB1I1 TGFB3 TGFBI TGFBR1 TGM2 THBS1 THBS2 THY1 TIMM17A TIMP1 TIMP2 TIMP3 TKT TLN1 TMED9 TMEM158 TMEM165 TMEM204 TMEM214 TMEM47 TMEM50A TMEM98 TMSB10 TMSB4X TMTC3 TNC TNFAIP6 TNFRSF12A TNKS1BP1 TNS1 TNS3 TPBG TPI1 TPM1 TPM2 TPM4 TPST1 TPT1 TRAM2 TRIB3 TRIO TSPAN5 TTYH3 TUBA1C TUBB TUBB6 TWSG1 TXN TXNRD1 UACA UNC5B VASN VCAN VCL VDR VIM VMP1 VSTM4 WARS1 WBP1L WDR1 WIPF1 WIPI1 WLS WNT5A WWTR1 XPOT YAP1 YARS1 YBX1 YIPF5 YKT6 ZBTB38 ZCCHC24 ZEB1 ZEB2 ZFP36L1 ZNF281 ZNF469 ZNF532 ZYX MURARO_PANCREAS_PANCREATIC_POLYPEPTIDE_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MURARO_PANCREAS_PANCREATIC_POLYPEPTIDE_CELL ABCA5 ABCB1 ABCC8 ABCC9 ACSL6 ADGRL2 AK4 AKAP12 AMOTL1 APLP1 APOBEC2 AQP3 ARX ATP8A1 BCYRN1 BMERB1 BMF BTG2 C1GALT1 C21orf62 CABP7 CACNA1A CACNA1H CALB1 CALY CAMK2N1 CARD11 CARTPT CDKN1A CEP126 CHD5 CHN2 CHRM3 CSGALNACT1 CTTNBP2 CXXC4 DDC DDR1 DEPTOR DIRAS3 DPYSL3 EGR1 EGR2 EGR3 EHF ENTPD2 ETV1 FABP5 FEV FGB FGD4 FGFR1 FOS FOXP2 GAD2 GLT8D2 GNAS GRIA3 H1-10 H2BC21 IBA57 ID1 ID2 ID4 IDS IL17RB INA INPP5F ISL1 ITM2C KCNG1 KCNJ3 KCNJ8 KCNMB2 KCNQ1OT1 KIAA0319 L1TD1 LDLRAP1 LINC02591 LMO3 MAB21L3 MAF MALAT1 MAP2 MDFIC MEIS1 MEIS2 METTL21A MIR7-3HG MRLN NEURL1 NEUROD1 NKX2-2 NPHP4 NR0B1 NR4A1 NR4A2 PAM PAX6 PCDH17 PCDH8 PCDH9 PCLO PCSK1N PDK3 PEG10 PGM5P2 PGR PLEKHB1 PLPPR4 PON3 PPY PRKACB PTGFR PTP4A3 PXK RASD1 REV3L RFX1 RHOBTB3 SAMD5 SCG2 SCGB2A1 SDK1 SEMA3E SERPINA1 SERTM1 SGSM1 SHISAL2B SLC40A1 SLC6A4 SLITRK6 SPC25 SPOCK1 SREK1 STMN2 STX11 SYNPO2 TENM2 THSD7A TMEM45B TMEM47 TMOD1 TONSL TOX TOX3 TRMT9B TUBB2A VWA5B2 YPEL2 ZNF503 ZNF608 ZXDC RUBENSTEIN_SKELETAL_MUSCLE_B_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RUBENSTEIN_SKELETAL_MUSCLE_B_CELLS ACTR3 ALOX5AP ARHGAP24 ARPC3 ATP6V1G1 B4GALT1 BANK1 BTG1 BTK BTLA C1orf162 C1orf56 CALHM6 CARD16 CASP4 CCDC32 CD37 CD48 CD52 CD53 CD69 CD74 CD79A CD79B CD83 CLK1 CMTM6 COX7C CTSS CXCR4 CYBA CYRIB DRAM2 EAF2 EEF1A1 EEF1B2 EEF1D EIF4A2 ERP29 EVI2B FAU FCER2 FCMR FCRL1 FCRLA GAPT GMFG GPR183 GTF3A HLA-DMA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB1 HVCN1 IRF8 ITSN2 JCHAIN JUNB LAPTM5 LIMD2 LINC00926 LTB LY86 MS4A1 MT-CO1 NCF1 NOP10 NOP53 NPM1 OAZ1 OSTF1 PABPC1 PAIP2 PAPOLA PFDN5 PLAC8 PLEKHF2 PLPP5 POLD4 PPP1R2 PTPRC PTPRCAP PYM1 RAC2 RACK1 RASGRP2 RHOH RNASET2 RPL10 RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL18 RPL18A RPL19 RPL21 RPL22 RPL23 RPL23A RPL26 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL32 RPL34 RPL35A RPL36 RPL36A RPL37 RPL37A RPL38 RPL39 RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP1 RPLP2 RPS10 RPS12 RPS13 RPS14 RPS15 RPS15A RPS18 RPS19 RPS2 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS5 RPS6 RPS7 RPS8 RPS9 RPSA RPSA2 RSRP1 SELL SMDT1 SNHG8 SNX2 SSR1 STK4 TBC1D10C TCL1A TMEM243 TPD52 TRIM22 TSC22D3 UBA52 VPREB3 WDR74 RUBENSTEIN_SKELETAL_MUSCLE_ENDOTHELIAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RUBENSTEIN_SKELETAL_MUSCLE_ENDOTHELIAL_CELLS A2M ABLIM3 ADGRF5 ADGRL4 AFDN AHNAK ANXA3 AQP1 ARGLU1 ARHGAP29 ARL6IP1 ATP5PF B2M BST2 BTNL9 C1orf54 CA4 CALM1 CAV1 CAV2 CAVIN1 CAVIN2 CCDC85B CD34 CD36 CD59 CD74 CD93 CDH5 CLDN5 CLEC14A COL4A1 COL4A2 CRIP2 DDX17 DPYSL2 EGFL7 EMCN ENG EPAS1 ESAM ETS1 F8 FABP4 FABP5 FKBP1A FLT1 FMO2 FOXN3 GIMAP4 GIMAP7 GNAI2 GNG11 HLA-A HLA-B HLA-C HLA-DMA HLA-DPA1 HLA-DPB1 HLA-DRA HLA-DRB1 HLA-E HMGB1 HSPB1 HSPG2 ICAM2 ID1 ID3 IFI27 IFITM2 IFITM3 IGF2 IGFBP4 IL32 ISG15 ITGA1 ITGA6 ITM2A KIF25 KLF2 KLF6 LAP3 LGALS3 LPAR6 LY6E MEF2C MGLL MGST2 MMRN2 MYCT1 MYH9 MYL12A MYL12B MYL6 NEAT1 NHERF2 NKTR NRP1 PALMD PDLIM1 PHACTR2 PLS3 PODXL POLR2L POMP PPIC PTPRB RAMP2 RDX RGCC RHOC RNASE1 S100A16 SEC14L1 SEC62 SLC14A1 SOX4 SPARCL1 SPTBN1 SRGN STOM SYNE2 TACC1 TCF4 TIMP3 TM4SF1 TM4SF18 TMEM88 TMSB10 TMSB4X TNFSF10 TXNIP UACA VAMP5 VWF WARS1 WSB1 RUBENSTEIN_SKELETAL_MUSCLE_FAP_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RUBENSTEIN_SKELETAL_MUSCLE_FAP_CELLS ABCA10 ABCA8 ABCA9 ACKR3 ADD3 ADH1B AKAP12 AKR1B1 ALDH1A1 ANGPTL1 ANXA1 ANXA2 AP3S1 APOD APP ARF4 ARL6IP5 ATP5MC1 ATP6AP2 ATP6V0E1 ATRAID BEX3 C1R C1S C3 CCDC80 CCN5 CD63 CD81 CD99 CFD CFH CHD9 CHRDL1 CILP CKS1B COL15A1 COL1A1 COL1A2 COL3A1 COL6A1 COL6A2 COL6A3 CPQ CST3 CSTB CXCL12 CXCL14 CYB5A CYB5R3 CYBRD1 DAB2 DBI DCN DDAH2 DHRS7 DPT EFEMP1 EID1 EMP1 EMP3 EPHX1 FBLN1 FBLN2 FBLN5 FCGRT FGL2 FHL1 FMO2 FN1 FSTL1 FXYD1 GPNMB GPX3 GPX4 GSN HSD11B1 HSP90B1 HSPA5 HSPG2 HTRA3 IGF1 IGFBP6 IGFBP7 ISLR ITM2B JUND KDELR2 KRTCAP2 LAMA2 LAMC1 LAPTM4A LGALS3BP LHFPL6 LIMA1 LMNA LRP1 LSP1 LTBP4 LUM MALAT1 MAP1B MARCKS MEG3 MFAP4 MFAP5 MGP MGST1 MME MMP2 MT-ND3 MXRA8 MYOC NDFIP1 NDUFS4 NFE2L2 NFIA NOVA1 NPC2 NR3C1 NUPR1 PCOLCE PDGFRA PDGFRL PDIA3 PGF PI16 PLAC9 PLPP3 PMP22 PODN PPIB PRDX1 PRDX4 PSAP PTGDS RAB1A RAB2A RBPJ REEP5 RND3 RTN4 S100A10 S100A11 S100A13 S100A4 S100A6 SCN7A SDC2 SELENOM SELENOP SELENOS SERPINF1 SERPING1 SFRP4 SGCE SLC66A3 SMOC2 SPON2 SPRY1 SRI SSPN SSR2 SSR4 TCEAL9 TFPI TIMP1 TIMP2 TMCO1 TMED2 TMEM14C TMEM59 TNXB TRAM1 TSC22D3 TSPAN4 VCAN VIM VIT RUBENSTEIN_SKELETAL_MUSCLE_FBN1_FAP_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RUBENSTEIN_SKELETAL_MUSCLE_FBN1_FAP_CELLS ABI3BP ACAT1 ACKR3 ACTG1 ADAMTS5 ADD3 ADI1 AHNAK AKAP12 ALDH1A3 ALDOA ANXA1 ANXA11 ANXA2 ANXA4 ANXA5 ANXA7 AP3S1 APCDD1 ARF4 ARL4D ARL6IP5 ATP2B1 ATP5PD ATP6V0E1 AXL BEX3 BEX4 BIN1 BLOC1S1 BZW1 C17orf58 C1QTNF3 C1R C1S C3 CALU CAST CAVIN3 CCDC80 CCN1 CCN5 CD248 CD55 CD63 CD99 CDK4 CELF2 CFD CHRDL1 CKS1B CLIC1 CLU COL12A1 COL14A1 COL1A1 COL1A2 COL3A1 COL6A1 COL6A2 COL6A3 COX6C CPE CREB5 CRIP1 CST3 CSTB CTSK CYBRD1 CYTOR DAB2 DBI DBN1 DCN DDAH2 DDR2 DDX24 DEFB1 DGUOK DST DYNC1H1 DYNLT1 EBF1 EFEMP1 EFHD1 EIF1 EIF5 ELN EMP3 ENO1 F10 FABP3 FBLN1 FBLN2 FBLN5 FBN1 FGFR1 FHL1 FILIP1 FN1 FNDC1 FSTL1 FTH1 FTL FXYD1 GAS1 GFPT2 GLIPR2 GLUD1 GLUL GPNMB GPX3 GPX4 GSN GSTO1 GTF2H5 GYPC H2AJ HIGD1A HNRNPF HSBP1 HSD3B7 HSP90AA1 HSPA1A HSPE1 HTRA1 HTRA3 IDS IGFBP5 IGFBP6 IL6ST ISLR ITGB1BP1 ITGB5 JAG1 JUND KLF4 KRT10 LAMB2 LAPTM4A LDHA LIMA1 LINC01133 LMNA LOXL1 LRP1 LSP1 LTBP4 MARCKS MEDAG MEG3 MFAP4 MFAP5 MGP MGST1 MIR4435-2HG MMP14 MMP2 MPC1 MRPL33 MRPL51 MRPS36 MRPS6 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT1E MTCH1 MXRA8 MYADM MYDGF MYOF NAA38 NBPF10 NCL NDFIP1 NDUFB1 NEGR1 NID1 NOTCH2 NOVA1 NTM NTRK2 NUPR1 OAT OAZ1 OLFML2A OLFML3 OSR2 OST4 OSTC PAM PCOLCE PCOLCE2 PDGFRA PDGFRL PHPT1 PI16 PKM PLA2G2A PLAC9 PLPP1 PLTP PMP22 POLR2L PPIC PRDX5 PRG4 PROCR PRRX1 PSAP PTGIS PTPRA PXN RAB32 RAP1A RBM39 RBMS1 RBMS3 RBPJ RNF13 RNF7 RNH1 RPL36AL RPLP0 RPS27L RSL1D1 RTN4 S100A10 S100A11 S100A13 S100A4 S100A6 SCARA5 SDC2 SDCBP SEC61B SEC61G SEC63 SELENOM SELENOS SEMA3C SERF2 SERPINF1 SERPING1 SH3BGRL3 SLPI SMIM14 SOD1 SPRR2B SSB SSR3 SVBP TAF9 TCEAL9 TFPI TGFBR3 TIMM13 TIMP1 TIMP2 TIMP3 TMCO1 TMEM106C TMEM109 TMEM176B TMEM258 TNFAIP2 TNXB TPPP3 TPT1 TRIO TUBA1A TUBA1B TUBB TXN TYMP UAP1 UBXN4 UGP2 VCAN VIM VIT VKORC1 YBX3 ZFP36L2 ZYX RUBENSTEIN_SKELETAL_MUSCLE_MYELOID_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RUBENSTEIN_SKELETAL_MUSCLE_MYELOID_CELLS ABRACL ACTB ACTR2 ACTR3 AIF1 ALDOA AP1S2 AP2S1 APOBEC3A ARHGDIB ARPC1B ARPC2 ARPC3 ARPC5 ARRB2 ASAH1 ATP1B3 ATP5F1E ATP5MC2 ATP5MG ATP5MJ ATP5PB ATP6V0B ATP6V0D1 ATP6V0E1 ATP6V1F BCL2A1 BID BLOC1S1 BLOC1S2 BTG2 C1orf162 C4orf48 C5AR1 CALHM6 CAPZA1 CAPZB CARD16 CASP1 CASP4 CCL3 CCNI CD14 CD37 CD44 CD48 CD52 CD53 CD55 CD68 CD74 CD83 CDC42 CDC42SE1 CDKN1A CEBPB CFL1 CFP CITED2 CKLF CLEC2B CLEC7A CMTM6 COMMD6 CORO1A COTL1 COX4I1 COX5A COX7A2 COX7C CPVL CREG1 CRIP1 CSF2RA CST3 CSTA CSTB CTSB CTSH CTSS CTSZ CXCL8 CYBA CYBB CYCS CYRIA CYRIB DNAJB1 DUSP1 DUSP2 DYNLT1 EEF1A1 EEF1B2 EFHD2 EIF1 EIF3E EIF3F EIF3K EIF3L EIF4A1 EIF4E2 EIF4EBP1 EMP3 ENSA ENY2 FCER1G FCGR1A FCGR3A FCGRT FCN1 FGL2 FOS FOSB FPR1 FTH1 FTL FXYD5 FYB1 GABARAP GAPDH GCA GDI2 GLIPR1 GLIPR2 GLRX GMFG GPSM3 GPX1 GSTP1 H3-3A HCK HCLS1 HCST HERPUD1 HIGD2A HLA-DMA HLA-DPA1 HLA-DPB1 HLA-DRA HLA-DRB1 HNMT HSBP1 HSD17B11 HSPA1A ID2 IER3 IFI30 IFNGR2 IGSF6 IL10RA IL1B ITGB2 JAML JUNB JUND KLF4 LAMTOR1 LAMTOR2 LAMTOR4 LAPTM5 LCP1 LILRA5 LIMD2 LRRFIP1 LSM6 LSP1 LST1 LTA4H LY86 LY96 LYST LYZ M6PR MACROH2A1 MCL1 METTL9 MNDA MOB1A MPEG1 MRPL52 MS4A6A MS4A7 MT-CO1 NAAA NACA NAMPT NAP1L1 NDUFB1 NDUFB3 NDUFB5 NEDD8 NFKBIA NFKBIZ NOP10 NPC2 NR4A1 NR4A2 NUP214 OAZ1 OST4 OSTF1 PABPC1 PCBP2 PDCL3 PFDN5 PFN1 PGK1 PGLS PILRA PLAC8 PLAUR PLBD1 PLEK PLP2 PLSCR1 POLE4 PPP1CA PPP1R15A PPP1R18 PPT1 PRDX3 PRELID1 PRR13 PSAP PTP4A2 PTPRC PYCARD RAB5IF RAP1A REEP5 RGS10 RGS18 RGS2 RHOG RNASE6 RNASET2 RNF130 RPL11 RPL15 RPL17 RPL19 RPL21 RPL22L1 RPL23 RPL23A RPL26 RPL27 RPL28 RPL30 RPL32 RPL34 RPL36A RPL36AL RPL37 RPL38 RPL39 RPL4 RPL41 RPL6 RPL7 RPLP1 RPLP2 RPS12 RPS13 RPS14 RPS16 RPS19 RPS2 RPS21 RPS23 RPS24 RPS28 RPS29 RPS3A RPS4X RPS4Y1 RPS7 RPS9 S100A11 S100A12 S100A4 S100A6 S100A8 S100A9 SAMHD1 SARAF SAT1 SEC11A SELENOH SERF2 SERP1 SERPINA1 SERPINB1 SFT2D1 SH3BGRL3 SLC25A5 SLC25A6 SLC31A2 SMAP2 SMCO4 SMDT1 SNHG8 SNX3 SOD2 SPG21 SPI1 SRGN SSB SSR2 SSR3 STMP1 STX11 STXBP2 SUB1 SUPT4H1 TALDO1 TBCA TBXAS1 TIMP1 TKT TMEM167A TMEM176B TMSB10 TMSB4X TNFSF13B TPM3 TSC22D3 TSPO TXNDC12 TYMP TYROBP UBA52 UBE2D1 UBE2D3 UCP2 UQCRFS1 UQCRH VAMP8 VCAN VMA21 VMP1 VPS29 WDR74 YBX1 ZFAS1 ZFP36 ZNF706 RUBENSTEIN_SKELETAL_MUSCLE_NK_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RUBENSTEIN_SKELETAL_MUSCLE_NK_CELLS ABRACL ACP1 ACTB ACTG1 ACTR3 AKR1C3 ALOX5AP ANXA1 ARHGDIB ARPC1B ARPC2 ARPC3 ARPC5 ARPC5L ATP5F1E ATP5MC2 ATP5MG ATP6V0E1 B2M BIN2 BTG1 C11orf58 C12orf75 C1orf162 C1orf56 CALM1 CAP1 CAPZB CASP4 CCL3 CCL4 CCL5 CCND3 CD164 CD247 CD37 CD47 CD48 CD52 CD53 CD69 CD7 CD99 CDC42 CDC42SE1 CFL1 CIB1 CKLF CLEC2B CLIC1 CLIC3 CMC1 COPE CORO1A COX8A CST7 CTSC CTSD CTSW CUTA CYBA CYCS CYRIB DAZAP2 DBI DDIT4 DHRS7 DOK2 DRAP1 EIF1 EIF3G EIF4A1 EMP3 ENO1 ETS1 EVL FCER1G FCGR3A FGFBP2 FLNA FYB1 GADD45B GHITM GIMAP4 GLRX GMFG GNG2 GNLY GPR65 GPSM3 GZMA GZMB GZMH GZMM H3-3B HCST HMGN1 HNRNPA1 HNRNPDL HNRNPF HOPX HSPA5 HSPA8 ID2 IER2 IFITM2 IGF2R IL2RB IL2RG ITGB2 JAK1 JUN JUNB KLRB1 KLRC1 KLRD1 KLRF1 LAPTM5 LCK LCP1 LIMD2 LITAF LSM14A MSN MT-CO1 MYL12A MYOM2 NDUFA12 NDUFB11 NDUFB2 NDUFB3 NKG7 NPM1 OST4 OSTC OSTF1 PABPC1 PARK7 PAXX PDIA3 PFN1 PLAAT4 PLAC8 PLEK PPP1CA PPP1R18 PPP2R5C PRELID1 PRF1 PRR13 PSMA7 PSMB9 PSME1 PSME2 PTGDR PTMA PTP4A2 PTPRC PTPRCAP PYHIN1 RAC2 RAP1B RBM3 RBM8A RPL14 RPL15 RPL21 RPL23A RPL27 RPL28 RPL36AL RPL41 RPL6 RPLP1 RPS15A RPS19 RPS2 RPS26 RPS27 RPS27A RPS29 RPS3 RPS3A RPSA S100A4 SAMD3 SARAF SCP2 SEC11A SELENOT SERF2 SFT2D1 SH3BGRL3 SLC38A2 SNRPB SNRPG SPCS2 SPON2 SRGN SSR2 STK17A STK4 SUB1 TBC1D10C TLE5 TMA7 TMED2 TMSB4X TPM3 TPM4 TPST2 TRAPPC1 TSC22D3 TUBB TYROBP UBB UBE2D2 UBE2D3 UBL5 UCP2 UFC1 VAMP8 XBP1 XCL2 YWHAZ ZFP36L2 RUBENSTEIN_SKELETAL_MUSCLE_PCV_ENDOTHELIAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RUBENSTEIN_SKELETAL_MUSCLE_PCV_ENDOTHELIAL_CELLS ABLIM1 ACKR1 ACTN1 ADAM15 ADGRL4 ADIRF AKR1C3 ANXA4 APLNR AQP1 ARL4A ARL6IP1 ATP5MC2 BCAM BHLHE40 CALCRL CAPZA2 CAST CAVIN1 CCL14 CCNI CD59 CD74 CD93 CHMP3 CLEC2B CLTA CLU COMMD6 CRHBP CRIM1 CRIP2 CRTAP CTSC CYSTM1 CYYR1 DOCK9 DUSP23 ECSCR EEF1A1 EGFL7 EGLN1 EIF4B ELK3 ERG ETS2 FABP5 FKBP1A FLI1 FLOT1 FOXP1 FXYD5 GADD45B GBP4 GIMAP1 GIMAP4 GIMAP5 GIMAP6 GIMAP7 GNAI2 GNAQ GNG11 GNG5 GUK1 HINT1 HLA-A HLA-B HLA-DMA HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-E HMGB2 HSPB1 HSPD1 HYAL2 ID1 ID3 IFI16 IFITM1 IFITM2 IFITM3 IGFBP4 IL33 IL3RA IL6ST ITM2A JAM2 JCAD KCTD12 KLF2 KLF4 LDB2 LIFR LIMS1 LMCD1 LRRFIP1 LY6E LYST MAP1LC3B MAP3K11 MARCKSL1 MGST2 MMRN2 MTUS1 MYH9 MYL12A NAA38 NAP1L1 NDRG1 NEDD9 NFKBIA NOP10 NOSTRIN NPC2 NPDC1 NRN1 NSRP1 NUAK1 OCIAD2 PALMD PCBP2 PDLIM1 PERP PFDN5 PIM3 PKP4 PLAT PLK2 PLSCR1 PLVAP POLE4 PRCP PRMT1 PSME2 PTMA PTPRB RAB11A RAMP3 RBIS RPL10 RPL11 RPL12 RPL15 RPL17 RPL22 RPL26 RPL29 RPL3 RPL31 RPL32 RPL34 RPL35A RPL36 RPL36A RPL37 RPL7 RPL7A RPL8 RPLP0 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS18 RPS19 RPS2 RPS21 RPS23 RPS24 RPS25 RPS27A RPS28 RPS3A RPS4X RPS4Y1 RPS5 RPS6 RPS6KA2 RPS7 RPS8 RPS9 S100A10 S100A16 S1PR1 SAT1 SDCBP SET SH3BP5 SLC2A3 SMAD1 SNCG SNHG7 SNHG8 SNRPF SOCS3 SOX18 SPARCL1 SUN1 SYNE2 TGFBR2 TM4SF1 TM4SF18 TMEM273 TMSB10 TMSB4X TPM3 TPM4 TPT1 TSHZ2 TSPAN7 UBXN1 VAMP3 WNK1 YBX1 YBX3 YWHAE ZFAS1 ZFP36L2 ZFYVE21 RUBENSTEIN_SKELETAL_MUSCLE_PERICYTES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RUBENSTEIN_SKELETAL_MUSCLE_PERICYTES ABCC9 ACTA2 ADIRF ADISSP ALDOA ANXA5 ARHGDIB ASAH1 ASPN ATP5F1A ATP5F1B ATP5MC2 ATP5MC3 ATP5MK ATP6V1G1 BSG C12orf57 CALD1 CALM2 CAVIN3 CD151 CD36 CD44 CD63 CD9 CHCHD10 CNN3 COL3A1 COL4A1 COL4A2 COL6A2 COL6A3 COX4I2 COX5B COX6B1 COX7A1 COX7A2 COX7B COX8A CPE CPM CRIP1 CRIP2 CSNK1E CXCL12 CYB5R3 CYGB CYTOR DLC1 DPYSL2 EFHD1 EGFLAM EIF3K EPHX1 EPS8 ESD FAM162B FLNA FRMD3 GAPDH GAS6 GJA4 H3-3B HES1 HIGD1B IFITM3 IGFBP7 ISYNA1 ITGB1 ITM2B ITM2C KCNJ8 LAPTM4A LDHB LEPROT LGALS1 LHFPL6 LPL MALAT1 MCAM MDH1 MEF2C MFGE8 MGST3 MIR4435-2HG MT-ATP6 MT-CO1 MT2A MYH9 MYL9 MYO1B NDRG2 NDUFA1 NDUFA11 NDUFA13 NDUFA4L2 NDUFB7 NOTCH3 NR2F2 PDGFRB PDLIM1 PEBP1 PPP1R14A PRDX1 PRXL2A PSMB1 PTMS RABAC1 RGS5 RHOB SDHD SELENBP1 SELENOM SERPING1 SH3BGRL SKP1 SLC25A5 SLC25A6 SNCG SOD1 SPARC SPARCL1 SRI STEAP4 TAGLN TECR TESC TFPI THBS4 TIMP1 TIMP3 TINAGL1 TMEM50A TMEM59 TNFRSF21 TPI1 TPM1 TPM2 TUBA1A TXNIP UBB VAMP2 VDAC2 YWHAB RUBENSTEIN_SKELETAL_MUSCLE_SATELLITE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RUBENSTEIN_SKELETAL_MUSCLE_SATELLITE_CELLS AK1 AKR1B1 ALDH1A1 ALDOA ANXA5 APOC1 APOE APRT ARF4 ARL6IP5 ATP5F1A ATP5F1D ATP5MC1 ATP5MC2 ATP5MC3 ATP5MF ATP5MG ATP5PO BANF1 BEX3 BEX4 BTF3 BTG2 CADM2 CCN1 CCT3 CCT4 CCT8 CD63 CD9 CEBPD CHCHD10 CHCHD2 CHRNA1 CIRBP CLU CNBP CNN3 COMMD6 COMT COPS9 COX4I1 COX7A2L CRYAB CSRP2 CST3 CXCL14 DAG1 DARS1 DBI DDAH2 DES DLK1 DNAJC7 DUSP1 DUT EDF1 EEF1A1 EEF1B2 EEF1D EEF2 EGR1 EIF1 EIF2A EIF3D EIF3E EIF3F EIF3H EIF3K EIF3L EIF3M EIF4A1 EIF4A2 EPB41L4A-AS1 ESD ESF1 FAM162A FAU FGL2 FOS FOSB FUNDC2 FXYD1 GADD45GIP1 GAPDH GLUL GNAS H1-0 HADHA HDAC2 HDDC2 HEY1 HIGD2A HMGN1 HMGN2 HNRNPA0 HNRNPA1 HNRNPDL HNRNPR HSBP1 HSP90AB1 HSPA8 HSPD1 HSPE1 IER2 IGFBP5 IMPDH2 JUN JUNB JUND LAMP2 LDHB LMNA LSM5 LSP1 MDH2 MEG3 MEST MICOS13 MIF MOCS2 MORF4L2 MRPL20 MT-CO1 MT-CO3 MT-ND5 MT1E MT1X MYC MYF5 MYF6 NAA20 NACA NDRG2 NDUFA4 NDUFA5 NDUFB9 NDUFS4 NDUFS5 NDUFS6 NFIA NHP2 NOP53 NPM1 PABPC1 PARK7 PAX7 PDLIM3 PDLIM4 PEBP1 PMP22 PON2 PPIA PPP1R14B PPP1R15A PRDX3 PRDX6 PRKX PSMB7 PTMA PYURF RACK1 RAN RARRES2 RASD1 RBM3 RBMX RBP1 RHOA RHOB RHOBTB3 RND3 RPL10 RPL10A RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL22L1 RPL23 RPL23A RPL24 RPL26 RPL27 RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL37 RPL37A RPL38 RPL39 RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL7L1 RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPS10 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS5 RPS6 RPS7 RPS8 RPS9 RPSA RSL1D1 RSL24D1 RXRG S100A4 S100A6 SARAF SBDS SDHC SEC63 SGCA SGCE SIRT2 SLC25A3 SLC25A6 SMDT1 SNHG32 SNHG8 SNRPD1 SNRPD2 SNRPE SNRPF SPATS2L SPG21 SPRY1 SRSF3 ST13 STAC3 TAF7 TCEAL9 TIMM13 TLE4 TMEM123 TMEM230 TOMM7 TPD52L1 TPT1 TRDN TSC22D1 TTC3 TUBA1A TUBA1B TUBB TUBB2B U2AF1 UBA52 UBXN1 UQCRB UQCRFS1 UQCRH UXT VAMP2 VAPA VDAC1 VDAC2 VDAC3 VIM WDR74 ZBTB20 ZFAS1 ZFP36 ZFYVE21 RUBENSTEIN_SKELETAL_MUSCLE_SMOOTH_MUSCLE_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RUBENSTEIN_SKELETAL_MUSCLE_SMOOTH_MUSCLE_CELLS ACTA2 ACTB ACTG2 ACTN1 ACTN4 ADI1 ADIRF AIG1 AK1 ALDOA ANAPC16 ANP32B ANXA6 AP2M1 ARHGEF25 ARID5A ARID5B ARPC1A ARPC2 ARPC5 ATF3 ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5IF1 ATP5MC2 ATP5MC3 ATP5ME ATP5MG ATP5MJ ATP5MK ATP5PB ATP5PD ATP5PO ATP6V1G1 AURKAIP1 AXL BAG1 BBX BCAM BEX3 BEX4 BGN BRK1 BTF3 BTF3L4 BTG2 BUD31 C11orf96 C1orf43 C7orf50 CALD1 CALM2 CALM3 CAMTA1 CAP1 CAPZA2 CASQ2 CAVIN3 CCDC107 CCDC3 CCL2 CCND1 CCNI CCT7 CD151 CD9 CDH6 CHCHD10 CHMP4A CHMP4B CHURC1 CKB CNBP CNIH4 CNN1 CNN3 COMMD6 COPS6 COPS8 COX14 COX17 COX20 COX4I1 COX4I2 COX5A COX5B COX6A1 COX6B1 COX6C COX7A1 COX7A2 COX7B COX7C COX8A CPE CPM CRIM1 CRIP1 CRIP2 CRTAP CRYAB CSDE1 CSNK1A1 CSRP1 CSRP2 CYB5R3 CYC1 CYCS CYSTM1 DBI DCTN2 DDAH2 DDT DEK DKK3 DSTN DYNLRB1 DYNLT1 ECH1 ECRG4 EDNRA EFHD1 EGR1 EID1 EIF1B EIF3H EIF3K EIF3L ENTPD1 ENTPD3 EPS8 ERGIC2 FAM162A FAM162B FAU FBXL13 FHL1 FHL5 FILIP1 FILIP1L FIS1 FLNA FMC1-LUC7L2 FOS FRZB FTH1 FXYD1 GADD45B GAPDH GBP2 GHITM GPRC5C GTF2A2 GTF3A GTF3C6 GUCY1A1 GUCY1B1 H1-0 H4C3 HACD1 HCFC1R1 HES1 HES4 HIGD1B HIGD2A HIKESHI HMGN2 HNRNPA1 IAH1 IDS IGFBP5 IGFBP7 IK ILK IRAG1 ISCU ISYNA1 ITGA8 ITGB1 ITGB1BP1 ITIH5 ITM2C JAG1 JUN JUNB KANK2 KCNMB1 KIF5B KLHL23 KLHL42 LBH LDHA LDHB LITAF LMNA LMO4 LMOD1 LPP LSM5 MAF1 MAGED2 MAP1B MAP3K13 MAP3K20 MAP3K7CL MAPRE2 MCAM MDH1 MEF2C METTL5 MFF MFGE8 MGST3 MICOS10 MICOS13 MIR145 MOB2 MORF4L1 MPC1 MPRIP MRPL18 MRPL23 MRPL32 MRPL33 MRPS36 MRPS6 MSRB3 MT-ATP6 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT1E MT1M MT2A MTHFD2 MYH11 MYL6 MYL9 MYLK NCOR1 NDUFA1 NDUFA10 NDUFA13 NDUFA4 NDUFA4L2 NDUFA5 NDUFA6 NDUFA8 NDUFAB1 NDUFB10 NDUFB11 NDUFB2 NDUFB3 NDUFB7 NDUFB9 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV2 NET1 NIPSNAP2 NOTCH3 NPM1 NPTN NR2F2 NSA2 NTN4 NTRK2 NUDC NUDT4 NUPR1 OAZ2 OPTN OR51E1 OTUD6B-AS1 PALLD PARK7 PARL PCNP PDCL3 PDLIM3 PDLIM7 PEBP1 PFDN5 PGAM1 PGRMC1 PHB1 PHLDA2 PHPT1 PIP5K1B PKIG PKM PLAC9 PLN PLP2 PNRC1 PPDPF PPIG PPP1CB PPP1R12A PPP1R12B PPP1R14A PPP1R15A PRDX2 PRDX3 PRSS23 PSMB6 PSMC1 PTGES3 PTK2 PTMA PTMS PTN PTP4A3 RAB13 RABGAP1 RAN RANBP1 RAP1A RBBP7 RBPMS RBPMS2 RCAN2 RCN2 REEP3 RERGL RGS16 RGS5 ROCK1 RPL10A RPL14 RPL15 RPL23 RPL3 RPL36AL RPL37A RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP1 RPS25 RPS27L RPS3A RPS4X RPS5 RPS7 RSL24D1 RSU1 S100A4 SAP18 SBDS SDHD SELENOK SELENOM SELENOW SEM1 SERPINI1 SF3B2 SGCE SH3BGRL SIVA1 SKP1 SLC25A3 SLC25A5 SLC25A6 SLC38A11 SLC38A2 SLIRP SLIT3 SMIM30 SNCG SNHG32 SNRK SNX3 SOD1 SOD3 SORBS2 SPARCL1 SPCS1 STOML2 STRAP SVIL SYNPO2 TAGLN TAX1BP1 TBCA TBX2 TCEA1 TCP1 TGFB1I1 TIMMDC1 TINAGL1 TMED2 TMEM14C TMEM230 TMEM38B TNS1 TOMM22 TPI1 TPM1 TPM2 TPRKB TSC22D1 TSPAN3 TSPO UBA2 UBB UBE2D2 UBE2V2 UBL5 UGP2 UQCR10 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRH UQCRQ VCL VDAC2 VDAC3 VIM WDR1 YBX1 YWHAQ ZFHX3 ZFP36 ZFYVE21 ZNG1A ZYX RUBENSTEIN_SKELETAL_MUSCLE_T_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RUBENSTEIN_SKELETAL_MUSCLE_T_CELLS ABRACL ACTR3 APRT ARHGDIB ARL6IP5 ARPC1B ATP5MG BTF3 BTG1 C1orf56 CD2 CD37 CD3D CD3E CD3G CD44 CD48 CD52 CD69 CD7 CDC42SE1 COMMD6 CORO1A COTL1 COX7C CRIP1 CUTA CXCR4 CYBA EEF1A1 EEF1B2 EEF1D EIF1 EIF2S2 EIF3D EIF3E EIF3F EIF3H EIF3L EMP3 ERP29 ETS1 EVL FAU FXYD5 FYB1 GIMAP4 GMFG HCST HINT1 HMGN1 HNRNPA1 HSPA8 IER2 IL2RG IL32 IL7R ISG20 JUNB LAPTM5 LCK LDHB LEPROTL1 LIMD2 LTB NOP53 NOSIP NPM1 OCIAD2 OST4 PABPC1 PFDN5 PFN1 PLAC8 PLP2 PPP1R2 PPP2R5C PRKCQ-AS1 PTPRC PTPRCAP RACK1 RPL10 RPL10A RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL23 RPL23A RPL24 RPL26 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL36AL RPL37 RPL37A RPL38 RPL39 RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPS10 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS5 RPS6 RPS7 RPS8 RPS9 RPSA RPSA2 RSL1D1 RSL24D1 SARAF SELL SERP1 SH3BGRL3 SLFN5 SNHG32 SNHG8 TMA7 TMEM123 TMSB4X TOMM7 TPT1 TRAF3IP3 TSC22D3 UBA52 UBE2D2 UQCRB UXT ZFAS1 ZFP36L2 TRAVAGLINI_LUNG_ADVENTITIAL_FIBROBLAST_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_ADVENTITIAL_FIBROBLAST_CELL ABCA10 ABCA6 ABCA8 ABCA9 ABHD14A ABI3BP ABL1 ABL2 ABLIM1 ACKR3 ACKR4 ACVRL1 ADD3 ADH1B ADM AHR AKAP12 AKR1C1 AKR1C2 AKR1C3 ALDH1A1 ALDH1A3 ANK2 ANXA1 ANXA2 AOX1 APOD APOL1 ARF4 ATP1A1 B4GALT1 BAG3 BDH2 BICC1 BTG2 BZW1 C16orf89 C1QTNF3 C1R C1S C3 C7 CADM3 CCDC80 CCL2 CCN1 CCN5 CD248 CD34 CD44 CD55 CD74 CFD CFH CHRDL1 CLDN11 CLEC2B CLEC3B CLMP CNTFR COL1A1 COL1A2 COL3A1 COL6A1 COL6A2 COL6A3 COLEC12 CPE CPVL CPXM2 CRABP2 CSF1 CSRNP1 CST3 CTSF CTSH CTSK CTSL CXCL12 CXCL14 CYBRD1 CYP1B1 CYP27A1 DAB2 DCLK1 DCN DHRS3 DNAJB1 DPT DPYSL3 DUSP1 EFEMP1 EGR1 EMP1 ERRFI1 ESYT2 F3 FAIM2 FBLN1 FBLN2 FBLN5 FBN1 FCGRT FGF7 FGFR1 FGL2 FIBIN FOS FOSB FOSL1 FSTL1 FTL GABARAPL1 GAS1 GAS7 GATA6 GFPT2 GPNMB GPRC5A GSN GSTM5 H19 HAS1 HAS2 HSD3B7 HSPB8 HSPH1 HTRA3 IER2 IFI16 IFITM1 IGF1 IGFBP4 IGFBP6 IGSF10 IL1R1 IL32 IL33 ISLR ITM2A JUN JUNB JUND KLF2 KLF4 LAMB2 LAMP2 LDHA LEPR LGALS3 LGALS3BP LIMA1 LINC01133 LMNA LOX LOXL1 LRP1 LRRC17 LRRN4CL LSP1 LTBP4 LUM LXN MAFF MARCHF3 MATN2 MCL1 MEDAG MEG3 MFAP5 MGP MGST1 MMP2 MOXD1 MPZL1 MRC2 MT1G MYC MYDGF MYOC NCOA7 NEGR1 NFE2L2 NFKBIZ NNMT NOVA1 NPR1 NR4A1 NRP1 NT5E NTM NUCB2 OAF OGN OLFML3 OMD OSR1 OSR2 PAMR1 PCOLCE PCOLCE2 PDGFRA PDGFRL PDLIM4 PDPN PER2 PGM3 PHGDH PI16 PID1 PIM1 PLA2G2A PLAT PLAU PLAUR PLBD1 PLK3 PLTP PODN PPP1R15A PRCP PROS1 PRRX1 PTGIS PTHLH PTPRS PTX3 PXDC1 RARRES1 RCN3 RDH10 REXO2 RGMA RGS10 RSPO3 RTN4 S100A10 S100A13 S100A4 S100A6 S1PR2 SCARA5 SCPEP1 SEMA3B SEMA3C SERPINF1 SERTAD1 SFRP1 SFRP2 SFRP4 SH3BP5 SKIL SLC16A7 SLC19A2 SLC20A1 SLIT2 SLPI SMS SOCS3 SPSB1 SPTBN1 SRPX SSR3 STEAP1 STEAP2 SVEP1 TCN2 TGFBR2 THBS2 THY1 TIMP1 TIMP2 TIPARP TMEM176A TMEM176B TNFAIP2 TNFRSF12A TNFSF13B TPST1 TSC22D2 TSHZ2 TSKU TUBB6 UAP1 UCHL1 UGDH VAT1 VEGFA XBP1 YBX3 ZC3H12A ZC3HAV1 ZDHHC9 ZFP36 ZFP36L2 ZNF385A TRAVAGLINI_LUNG_AIRWAY_SMOOTH_MUSCLE_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_AIRWAY_SMOOTH_MUSCLE_CELL ACTA2 ACTG2 ACTN1 AKAP1 ALDOC ANAPC16 ANGPT2 ANTXR1 ATP1A2 BCAM C12orf75 CALM2 CAMK2G CAP2 CASQ2 CAV1 CAV2 CCN3 CCN5 CD151 CD9 CDH13 CHURC1 CNN1 COX6A1 COX7A1 COX7C CPED1 CRIP2 CRYAB CSRP1 CSRP2 DES DSTN EDNRB EFHD1 ENTPD1 EPAS1 ESAM EZR FLNA FOXS1 GPRC5C H2AJ HACD1 HCFC1R1 HES4 HEY2 HSPB1 HSPB7 ID4 IGFBP5 IGFBP7 IRAG1 ISYNA1 ITGA7 ITIH3 JAK2 JPH2 KANK2 KCNA5 KCNAB1 KCNMB1 KRT18 LDB3 LIMS2 LMOD1 LPP MAP1B MAP3K7CL MCAM MEF2C MGLL MGST3 MICAL1 MOB2 MRPL33 MSRB3 MYH11 MYL6 MYL9 MYLK MYOCD MYOZ1 MZT2B NDUFA4 NDUFB1 NDUFB2 NDUFB4 NDUFB7 NET1 NEXN NIBAN1 NOL3 NRGN NTF3 NTN4 NTRK3 PDLIM5 PFN1 PLAC9 PLN PPP1R12A PPP1R12B PPP1R14A PTMA RAB20 RAMP1 RASGRP2 RASSF3 RCAN2 RERGL ROCK1 RPL10A RPL14 RPL18 RPL21 RPL23 RPL23A RPL27 RPL27A RPL31 RPL34 RPL37A RPL38 RPL41 RPL5 RPLP1 RPS14 RPS16 RPS21 RPS27 RPS27A RPS6 SEPTIN7 SERPINI1 SH3BGRL SLC38A1 SLIRP SLMAP SNCG SOD3 SORBS1 SORBS2 SPEG SYNPO2 TAGLN TBC1D1 TBX2-AS1 TGFB1I1 TGM2 THSD4 TINAGL1 TLN1 TM4SF1 TMEM38B TNNT2 TPM1 TPM2 TSPAN2 UBL5 UNC45B UQCRB UQCRQ WDR1 WFDC1 TRAVAGLINI_LUNG_ALVEOLAR_EPITHELIAL_TYPE_1_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_ALVEOLAR_EPITHELIAL_TYPE_1_CELL ABCA1 ABCA7 ABCA8 ABI3BP ABLIM1 ACAA2 ACKR4 ACTB ACTG1 ADRB1 ADRB2 AGER AGRN AGTPBP1 AHNAK ALDH3A2 ALS2CL ANGPTL2 ANKRD1 ANKRD29 ANKS1A ANO6 ANOS1 ANXA2 ANXA3 APLP2 AQP4 ARAP2 ARHGAP29 ARHGEF26 ARL6IP5 ARPC5 ATF3 ATOH8 ATP11A ATP1B3 ATP2B4 B2M B3GNT2 B3GNT7 B3GNT8 B4GALT1 BCAP31 BDNF C10orf67 C14orf132 C1orf198 CADM1 CAPN2 CAV1 CAV2 CCBE1 CCN1 CCN2 CD151 CD47 CD55 CD63 CD9 CDKN1A CDKN2B CEACAM6 CELF2 CFL2 CFLAR CGN CKB CLDN18 CLDN4 CLDN7 CLIC2 CLIC3 CLIC5 CLIP4 CNPPD1 CNTN6 COL12A1 COL4A1 COL4A2 COL4A3 COL4A4 COL8A1 COMT CPM CRIP2 CRYAB CST6 CUX1 CXCL16 CYBRD1 CYP4B1 CYSTM1 DAD1 DAPK2 DENND3 DIPK2A DLC1 DNAJB1 DOCK11 DOCK4 DPYSL2 DST DUSP1 DUSP7 ECEL1P2 EDN1 EFEMP1 EFNA1 EFR3B EHD1 EHD2 ELOVL5 EMP2 ENTREP1 EPB41L3 EPB41L5 EPCAM EPS8L2 ERRFI1 EVA1A EYA4 FADS3 FAS FBLN5 FERMT2 FHL1 FILIP1 FKBP9 FLNA FN1 FOLR1 FSTL3 FZD5 GADD45B GALK1 GALNT18 GAS6 GGT1 GGTLC1 GJA1 GKN2 GLS GOLGA8A GPM6A GPRC5A GPRIN2 GRK5 H3-3B HACD1 HBEGF HCFC1R1 HEBP1 HEG1 HIP1 HLA-C HOPX HPCAL1 HSPB1 HSPB8 HSPG2 HYAL1 ICAM1 IGFBP7 IL18 IL32 INF2 INSIG2 IRF1 ISG20 ITGA3 ITLN2 ITM2B ITPRIP JADE1 KCNN3 KHDRBS2 KIF5B KLF2 KLF6 KLK7 KRT18 KRT19 KRT7 KRT8 LAMA3 LAMB3 LAMC1 LAMC2 LAPTM4A LGALS3 LIMCH1 LIMS2 LMO7 LMTK2 LPCAT3 LRRN4 MALAT1 MAP2 MAP7D1 MATN3 MGAT3 MGLL MS4A15 MSLN MT1E MT1X MT2A MVB12B MYADM MYL12A MYL12B MYL6 MYL9 MYO1B MYO1C MYRF N4BP1 NBEAL2 NCKAP5 NDNF NDST1 NEAT1 NEDD4L NEDD9 NEXN NGF NHSL1 NTM NXN OPN3 OSGIN1 OSGIN2 OTUD1 P3H2 P4HA2 PAPSS2 PARD6B PARP14 PAX8-AS1 PCYOX1 PDGFA PDLIM2 PDLIM3 PDPN PDZD2 PEAK1 PEBP4 PFKFB3 PGM1 PHLDB2 PIEZO1 PKDCC PLAC8 PLCE1 PLEKHA1 PLEKHO1 PLLP PLS3 PMP22 PNPLA2 POLR2L PON2 PPFIBP1 PPP1R15A PRDX1 PRKCZ PROS1 PRR5L PRSS8 PTGS2 PTPN1 PTPN21 PTPRE RAB11FIP1 RAB31 RAB32 RANBP17 RASAL2 RASSF8 RBP1 RDX RGCC RHOF RIN2 RIPK2 RNASE1 RNF128 RNF213 ROR1 RRAS RTKN2 S100A10 S100A4 SAMD4A SBDS SBSPON SCD5 SCEL SCNN1B SDC1 SDCBP SEMA3B SEMA3E SEMA5A SEMA6D SERINC5 SFN SFTA1P SGCE SH2D4A SLC1A1 SLC2A3 SLC39A13 SLC39A8 SLC40A1 SLC6A4 SLC7A6 SLC7A7 SMAD7 SNAP23 SNX21 SNX22 SPARC SPINT1 SPINT2 SPOCK2 SPRING1 SPRYD7 SPTAN1 SPTBN1 SRGAP2B SSR2 ST3GAL4 ST6GALNAC5 STX11 STX12 STX3 SULT1A1 SULT1A2 SULT2B1 SUSD2 SYNGR2 TACC1 TACSTD2 TAGLN TBC1D2 TES TGFBR2 TIMP2 TIMP3 TM4SF1 TMEM109 TMEM139 TMEM179B TMEM59 TMOD3 TMPRSS2 TMSB4X TNFAIP1 TNFRSF12A TNNC1 TNS1 TOR1AIP2 TPM4 TPPP TRIM16 TSC22D2 TSPAN13 TSPAN15 TSPAN4 TSPAN7 TTC7A TTLL7 TUBA4A TUBB6 TXNDC11 UBC UNC13D UPK3B VCL VEGFA VSIG2 WASF3 WFS1 WNT3A WNT7A WWC2 YWHAH ZBED2 ZFP36 ZFYVE9 TRAVAGLINI_LUNG_ALVEOLAR_EPITHELIAL_TYPE_2_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_ALVEOLAR_EPITHELIAL_TYPE_2_CELL ABCA3 ACADL ACSL4 AGPAT2 AK1 AKAP13 ALOX15B ALPL AQP1 AREG ASRGL1 B3GNT8 BLVRB BMP2 C11orf96 C16orf89 C1orf21 C3 C4BPA CA2 CACNA2D2 CAT CD36 CD44 CD74 CD83 CDC42EP1 CHCHD7 CHI3L1 CHI3L2 CHIAP2 CHP1 CPB2 CRTAC1 CSF3 CSF3R CTSH CXCL2 CXCL3 DBI DCXR DMBT1 DRAM1 DUSP6 EDNRB ELAPOR2 ESAM ETV1 ETV5 FABP5 FASN FBP1 FGG FMO5 FTL GKN2 GSTA4 HHIP HHIP-AS1 HLA-DRB1 HMOX1 HP HSD17B4 KCNJ15 KCNJ8 LAMP3 LANCL1-AS1 LGALSL LGMN LHFPL3-AS2 LPCAT1 LPL LRRC36 LRRK2 LTA4H MALL MED24 MFSD2A MLPH MSMO1 MSN MUC1 NAPSA NECAB1 NFKBIA NNMT NPC2 NRGN ODC1 ORM1 P3H2 PARM1 PEBP4 PGC PID1 PLA2G1B PLIN2 PPP1R1B QDPR RAB27A RASGRF1 RBPMS-AS1 RGS16 RND1 S100A14 SCD SDR16C5 SELENBP1 SERPINA1 SERPINB1 SFTPA1 SFTPA2 SFTPB SFTPC SFTPD SLC22A31 SLC34A2 SLC46A2 SLC6A14 SMAGP SNX25 SNX30 SOCS2 SOD2 SPRY4 STC1 STEAP4 TFPI TIFA TMEM163 TMEM243 TPD52L1 TTN WIF1 ZDHHC3 ZNF385B TRAVAGLINI_LUNG_ALVEOLAR_FIBROBLAST_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_ALVEOLAR_FIBROBLAST_CELL A2M ABCA6 ABCA8 ABI3BP ADAMTS8 ADARB1 ADH1B ALDH1A1 ANGPT1 ANO1 ANXA1 AOC3 ARHGAP20 BMP5 CAMK2N1 CASP12 CASP4 CCBE1 CCN1 CCN2 CD14 CD36 CD44 CD82 CD8A CDH11 CDH13 CDO1 CES1 CHRDL1 CMKLR1 COL13A1 COL6A3 COL6A6 COL8A1 COLEC12 CYP3A5 CYP4B1 CYP7B1 DHRS3 DKK3 DOCK4 DST DUSP1 DUSP6 DYNC2LI1 EFCC1 ELMO1 EMP2 ENPP2 F11R FBLN5 FBP1 FGFR4 FHL1 FIBIN FMO2 FMO3 FN1 G0S2 GDF10 GPC3 GPM6B GRIA1 HIVEP3 HMCN1 HSD11B1 ICAM1 IGSF10 IL15RA INMT IRS2 ISLR ITGA2 ITGA8 KANK4 KCNK6 KIFC3 LAMA4 LBH LIMCH1 LIMS1 LINC00968 LITAF LMCD1 LRRN3 LSAMP LTBP4 LUM MACF1 MAL MAMDC2 MAOB MCOLN2 MCOLN3 METTL7A MFAP4 MME MMP19 MMP2 MOXD1 MRC2 MYADM MYH10 NABP1 NCAM2 NEBL NPNT NRP1 NTNG1 NUAK1 OLFML3 OR7E47P PDGFRA PDLIM2 PER2 PGAP2 PIEZO2 PLEKHH2 PLXDC2 PMP22 PRELP PRG4 PTGIR RARRES2 RGCC RGS3 ROBO2 S100A4 S1PR2 SAMHD1 SAT1 SCN7A SERINC5 SERPINB9 SERPING1 SGCD SGCG SLC1A5 SLC29A1 SLC38A5 SLIT2 SNCA SPINT2 SPTBN1 SRGAP1 SRGN SVEP1 TCF21 TGM2 TIMP3 TMEM108 TMEM119 TMEM176A TMEM176B TMEM37 UCP2 ULK4 USP53 VEGFC WNT2 ZDHHC14 ZNF106 ZYX TRAVAGLINI_LUNG_ARTERY_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_ARTERY_CELL ABI3BP ADAM15 AIF1L ARGLU1 ARHGAP4 ARHGDIB ASRGL1 ATP13A3 ATP1A1 AZIN1 BMX CALCRL CDC42EP3 CFAP36 CKB CLDN10 CLIC3 CTDSPL CTNNAL1 CTSC CTTNBP2NL CXCL12 CXCL2 CYYR1 DKK2 EFNB2 ENPP2 ENTPD1 EPS8 EXOC6 F2R F8 FAM107A FBLIM1 FBLN2 FBLN5 FGF18 FN1 FNBP1 GATA6 GFOD1 GIMAP1 GIMAP7 GIMAP8 GIPC2 GJA5 GLUL HERPUD1 HES4 HEY1 HIF1A HS6ST1 HSD17B12 IFI44L IFI6 IFITM1 IGFBP3 IL11RA IL33 ITGB4 ITPR2 JAM2 KAZALD1 KCNMB4 KCTD12 LIFR LIMA1 LPCAT2 LTBP1 LTBP4 MECOM MGP MMRN2 MT1E MYLIP NOS1 NPDC1 NPR3 OCIAD2 PALLD PALMD PCSK5 PDCD4 PGRMC2 PIK3C2B PIR PLA2G5 PLAC9 PLCG2 PLK2 PLLP PLTP PNRC1 PPP1R14A PRKX PROCR PTGIS PTPRB PTPRR RASGEF1B RNASE1 RND3 RNF144B RUNX1T1 SEC11C SELP SEMA3G SERPINE2 SLC15A3 SLC7A2 SMAD6 SOX17 SOX4 SRGN SRP14 SRPX SSTR1 STMN1 SULF1 TACC1 THSD7A TIPARP TM6SF1 TMEM120A TMEM245 TOX2 TRABD2A TSPAN2 TSPAN7 VEGFA ZFAND5 TRAVAGLINI_LUNG_BASAL_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_BASAL_CELL ABI3BP ACTG1 ADH1C AHCY ALDH3A1 ALDH3A2 ALDH7A1 ANXA2 AOPEP APOD AQP3 ARG2 ARPC2 AXL BASP1 BLCAP BTF3 C1R CALD1 CAPNS2 CCND2 CD177 CD9 CDH3 CDK4 CFH CH25H CLDN1 CLU CNN2 CTSB CYP24A1 DCN DHRS3 DKK3 DLK2 DST DUSP23 EEF1A1 EFNA5 EGFR EIF1 EIF3M EIF4B EMP3 ENO1 EPAS1 ETS2 EYA2 F3 FAF1 FBLN1 FBXO32 FHL2 G0S2 GAPDH GAS5 GLTP GPC1 GPC3 GPR87 HAS3 HCAR2 HCAR3 HMGB3 HNRNPA1 HNRNPH1 IFI16 IFITM1 IGFBP2 IGFBP4 IGFBP6 IGFBP7 IKBIP IL33 IMP3 IMPDH2 ISYNA1 ITGA2 ITGB4 JAM3 JUNB KCNN4 KCTD1 KRT15 KRT17 KRT5 LAMB3 LDHA LGALS1 LGALS7 LGALS7B LMO4 LOXL4 LRRC8A LTBP4 MARCKS MIR205HG MT2A MYC NACA NAP1L1 NGFR NPM1 NPM3 NSG1 OAT PALLD PDLIM1 PDPN PER2 PERP PGAM1 PKP1 PLP2 PRMT1 PRNP RAB34 RAP2B RASSF10 RGS12 RHOC RPL10A RPL12 RPL13 RPL13A RPL13AP5 RPL14 RPL15 RPL23 RPL29 RPL3 RPL32 RPL4 RPL5 RPL6 RPL7 RPL8 RPL9 RPLP0 RPLP1 RPS11 RPS2 RPS3 RPS3A RPS4X RPS5 RPS6 RPS7 RPSA S100A2 SERPINB5 SERPINF1 SFN SH3BGRL3 SLC1A5 SLC38A2 SLC3A2 SLC43A3 SNCG SNHG29 SOD3 SOX9 SPINK5 SPOCK3 SSPN STK17A SYT8 TACSTD2 TAGLN2 TCF4 TGFBI THBD TIMP1 TINAGL1 TLE3 TMEM237 TNS4 TP63 TPM2 TRPV4 TSC22D1 TUSC1 UBC UGCG VSNL1 YBX3 ZFP36L2 TRAVAGLINI_LUNG_BASOPHIL_MAST_1_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_BASOPHIL_MAST_1_CELL ACER3 ACOT7 ACSL4 ADAM12 ADRB2 AHNAK2 AKAP13 AKAP5 AKIP1 ALAS1 ALDH1A1 ALOX5AP ALS2 ANXA1 ANXA11 ANXA4 ANXA7 AP2M1 AREG ARHGAP18 ARHGEF6 ARL2 ARMCX3 ASAH1 ASRGL1 ATP6V0A2 ATP6V1F BACE2 BATF BEX4 BHLHE40 BLVRA BTK C7orf50 CAPG CATSPER1 CD22 CD33 CD44 CD59 CD63 CD69 CD82 CD9 CDK15 CHN2 CLU CNIH1 CNRIP1 COBLL1 COL18A1 COX17 COX7A1 CPA3 CPEB4 CPM CSF1 CSF2RB CSTPP1 CTNNBL1 CTSD CTSG CTTNBP2 CYSTM1 DAD1 DHRS9 DLC1 DNAJC9 DUSP1 DUSP10 DUSP6 DYNLL1 DYNLT5 EGFL7 EGR1 EIF5 ENPP3 EPAS1 FAH FCER1A FER FERMT2 FHL3 FOS FOSB FOXP1 FXYD5 GABPB1 GALC GATA1 GATA2 GBE1 GCSAML GLUL GMPR GNPTAB GPR65 GPX4 GRAP2 GSTM3 H3-3B HDC HLTF HPGD HPGDS HS3ST1 HS6ST1 HSD17B12 HSD17B4 HSP90AB1 IDS IL18 IL18R1 IL1RL1 IL5RA ING2 ITM2C JUN KCNH2 KIAA1522 KIAA1549 KIF13B KIT KREMEN1 KRT1 KRT19 LAPTM4A LAT2 LAX1 LDHB LGALS3 LIF LMNA LMO4 LPCAT2 LTC4S LXN LYL1 MACIR MAGED2 MAOB MARCHF3 MAST4 MBOAT7 MEIS2 MITF MLPH MPP1 MS4A2 MYADM MYB NDFIP2 NDRG2 NDST2 NDUFA4 NDUFAF3 NENF NFE2L3 NFKBIA NFKBIZ NMT2 NSMCE1 NSMCE1-DT NTM NTRK1 OSBPL8 P2RX1 P2RY14 PARVB PBX1 PEBP1 PHF20 PIK3R6 PKIG PLAT PLGRKT PLIN2 PMP22 PPP1R15A PRDX1 PRDX6 PRKX PRNP PROCR PROS1 PSMD1 PTGS1 PTGS2 RAB27B RAB32 RAB34 RAB37 RAB38 RAC2 RALB RARRES1 RENBP RGS1 RGS10 RGS13 RGS2 RHBDD2 RHOBTB3 RHOH RNF130 RPL36AL RPS6KA5 SAMSN1 SCIN SDSL SEC22C SEPTIN2 SERINC3 SERPINB1 SIGLEC17P SIGLEC8 SLC11A2 SLC18A2 SLC1A5 SLC26A2 SLC27A2 SLC43A3 SLC44A1 SLC45A3 SMIM3 SMYD3 SNHG8 SNX5 SOCS1 SOX4 SPINT2 SQSTM1 SRGN ST3GAL4 STAP1 STMN1 STOML2 STX3 STXBP6 SVOPL SWAP70 SYTL3 TCEAL4 TDRD3 TESC TESPA1 TFG TIMP3 TM6SF1 TMEM154 TMEM176B TMEM220 TMEM233 TMEM44 TMOD1 TNFRSF12A TNFRSF21 TNFRSF4 TNIK TPSAB1 TPSB2 TSC22D1 TSEN54 TSPAN4 TUBA1A TUBB6 UMPS VAT1 VIM VMP1 VWA5A WNK3 ZBTB20 ZBTB32 ZNF704 ZNRF1 TRAVAGLINI_LUNG_BASOPHIL_MAST_2_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_BASOPHIL_MAST_2_CELL ABCA1 ABHD17B ACOT7 ACSL4 ACVR1B ADAM12 ADRB2 AGPS AHR ALDH1A1 ALG13 ALOX5 ALS2 ANKRD28 ANKRD37 ANKRD9 ANXA1 ANXA11 ANXA4 ANXA7 AP1S3 AP2M1 AP3S1 AREG ARHGAP18 ARHGAP29 ARHGDIB ARHGEF6 ARL2 ARMCX3 ASAH1 ASRGL1 ATG12 ATP6V0A2 B4GALT5 BABAM2 BACE2 BATF BCAS2 BCL2A1 BCL3 BEX4 BHLHE40 BIRC3 BMP2K BNIP3L BTG2 BTG3 BTK BTN2A2 BZW1 C12orf57 C17orf107 C21orf91 C4orf48 CALB2 CAMLG CAPG CATSPER1 CAVIN1 CAVIN2 CCL2 CCNH CD22 CD33 CD44 CD63 CD69 CD82 CD83 CD9 CDC42EP3 CDCA7L CDK15 CDKN1A CFAP36 CHASERR CHMP1B CHPT1 CKLF CLCN3 CLEC4OP CLIC1 CLU CNRIP1 COL13A1 COL18A1 COL9A2 COX17 COX7A1 CPA3 CPEB4 CPM CRBN CREM CRLF2 CSDE1 CSF1 CSF2RB CSRNP1 CSTPP1 CTNNB1 CTNNBL1 CTR9 CTSG CYCS CYSLTR1 CYSTM1 DAD1 DBI DDAH2 DDIT4 DDX27 DDX3X DDX5 DEXI DHRS9 DLC1 DNAJA1 DNAJB14 DNAJB6 DNAJB9 DNAJC19 DUSP10 DUSP14 DUSP6 DYNLT3 DYNLT5 EGR1 EGR3 EHD1 EIF1AX EIF1B EIF3E EIF4A3 EIF5 EIF5A ELF1 ELL2 EMD EMP3 ENPP3 ENSA EPAS1 ERF EXOSC8 FAH FAM107B FAM177A1 FCER1A FDX1 FER FERMT2 FOSB FOSL2 FOXP1 FTH1 FTH1P3 FUNDC2 FXYD5 GABPB1 GABPB1-IT1 GADD45B GALC GALNT6 GATA1 GATA2 GBE1 GCSAML GIHCG GLUL GMPR GNA15 GNPTAB GPAT4 GPBP1 GPR65 GRAP2 H3-3B HAMP HAX1 HBP1 HBS1L HDC HECW2-AS1 HEG1 HEXIM1 HEY1 HIF1A HILPDA HLTF HMGN1 HNRNPA0 HNRNPA2B1 HNRNPA3 HNRNPH1 HNRNPH3 HNRNPK HNRNPM HNRNPU HPGD HPGDS HS3ST1 HS6ST1 HSD17B12 HSD17B4 HSP90AB1 HSPA5 HSPA9 ICAM1 ID2 IDS IFITM10 IL13 IL18R1 IL1RL1 IL4R IL5RA ILF2 ITM2A ITM2C JMJD6 JUNB JUND KDM6B KIT KLF6 KLRG1 KMT2E KRT19 LAPTM4A LAT LAT2 LAX1 LEO1 LGALS12 LIF LINC01140 LINC02207 LINC03002 LMNA LMNB1 LMO4 LPCAT2 LRP4 LRRC70 LTC4S LXN LYST MACIR MAFF MAGED2 MALAT1 MAOB MAP3K8 MAPK6 MAPRE1 MAPRE3 MARCHF3 MAST4 MAT2A MBOAT7 MCL1 MCTP1 MEIS2 METTL21A MIR202HG MIR23AHG MIR4435-2HG MITF MLF1 MLPH MORF4L1 MORF4L2 MRPL32 MRPL33 MS4A2 MSRA MTFR1L MYADM MYO5C NDEL1 NDFIP2 NDRG2 NDST2 NDUFA4 NEDD9 NFATC1 NFE2L2 NFE2L3 NFKB1 NFKB2 NFKBIA NFKBIB NFKBID NFKBIZ NINJ1 NME4 NMT2 NR4A1 NR4A2 NR4A3 NSMCE1 NSMCE1-DT NTM NTRK1 NXT1 OAZ2 OSBPL8 P2RX1 P2RY14 PAG1 PAK1 PALLD PAPOLA PBX1 PDCD4 PDCL3 PDE4A PDLIM5 PEBP1 PHF20 PIGA PIK3R6 PIM3 PKIG PLAT PLAUR PLEKHF2 PLIN2 PLK3 PLPP1 PMP22 PNPLA8 POLR1F POLR2K PPP1CB PPP1R15A PPP1R15B PPP3CA PRDX1 PRDX6 PRG2 PRKAR1A PRKCA PRKX PRNP PROCR PRPSAP2 PRXL2C PTAFR PTGS1 PTGS2 PTMA RAB27B RAB32 RAB34 RAB37 RALB RARRES1 RASGEF1B RASSF5 RBBP8 RBM39 RBM8A RBMX REL RELB RENBP RGS1 RGS13 RGS2 RHBDD2 RHEX RHOBTB3 RHOH RILPL2 RNF145 RPL24 RPL34 RPL36AL RPL37A RPS4X RPS6KA5 RTF2 SAMSN1 SBDS SCIN SDCBP SEC22C SELENOK SELENOM SEPTIN2 SERINC3 SERPINB1 SERPINB6 SERTAD1 SFPQ SFT2D1 SGK1 SH3KBP1 SIGLEC17P SIGLEC8 SIK1 SKIL SLC11A2 SLC18A2 SLC1A5 SLC26A2 SLC2A3 SLC43A3 SLC44A1 SLC45A3 SMIM3 SMYD3 SNHG8 SNHG9 SNX5 SOCS1 SOCS2 SOCS3 SOX4 SPART SPATA13 SPECC1 SPINT2 SQSTM1 SRGN SRSF2 SRSF3 SRSF5 SRSF6 SRSF7 ST13 STARD10 STK17B STMN1 STX11 STX3 STXBP6 SVIP SVOPL SWAP70 SYAP1 SYPL1 SYTL2 SYTL3 TAF7 TANK TCEAL4 TDRD3 TENT5A TESPA1 TFG TGIF1 TIMP3 TIPARP TLE3 TMEM176B TMEM233 TMEM255B TMEM88 TMEM91 TNFAIP3 TNFRSF4 TNFRSF9 TNFSF10 TNIK TP53BP2 TPM1 TPM4 TPSAB1 TPSB2 TPSG1 TRAPPC2B TRIM63 TSC22D1 TSEN54 TSPAN4 TSPYL1 TSPYL2 TUBA1A U2AF1 UBA7 UBB USP53 UTS2 VAPA VAT1 VEGFA VIM VMP1 VPS37B VWA5A WDR45B XIST YWHAE YWHAZ ZBTB32 ZFP36 ZNF331 ZNF48 ZNF511 TRAVAGLINI_LUNG_BRONCHIAL_VESSEL_1_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_BRONCHIAL_VESSEL_1_CELL ABCB1 ACKR1 ACTN1 ADAMTS1 ADAMTS4 ADAMTS9 ADGRL4 ADM5 ANGPT2 ANP32B APOLD1 ARID5A ARID5B BACE2 BHLHE40 BZW2 C11orf96 C2CD4B CCDC3 CCDC85B CCN1 CCN2 CDA CDC37 CDC42EP3 CDKN1A CMAHP CMIP COL15A1 COTL1 CPXM2 CYYR1 DDX21 DIPK2B DUSP23 EEF2 EGR1 EGR2 EGR3 EHD4 EIF3D EIF3E EIF3F EIF3G EIF4B ENO1 ENPP2 EPS8 ETS2 EVL FAM110D FAM43A FAU FOXC1 FOXO1 GADD45A GAS5 GASK1B GJA1 GNL3 HAPLN3 HBEGF HMGN1 HNRNPA1 HSP90AB1 HSPD1 HSPE1 HSPG2 IFITM1 IGFBP2 IGFBP7 IMPDH2 INHBB INSR ITPKC LAPTM4B LDHA LGALS3 LITAF LYRM1 MAT2A MCTP1 MEF2C MGLL MGP MLEC MPZL2 MTHFD2 MYC MYL9 NACA NCOA7 NDRG1 NET1 NHP2 NME1 NNMT NOP16 NPM1 NR4A2 NUAK1 OLFM1 PABPC1 PALMD PCDH17 PFDN5 PFKP PIM1 PITPNC1 PKP4 PLVAP PNP POLE4 POSTN PPP3CA PRDX4 PRDX6 PTMA PTMS RBP7 RCAN1 RDX RELL1 RPL10 RPL10A RPL11 RPL12 RPL13 RPL13A RPL13AP5 RPL14 RPL15 RPL18 RPL18A RPL19 RPL21 RPL22 RPL22L1 RPL23 RPL23A RPL24 RPL26 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL37 RPL37A RPL38 RPL39 RPL4 RPL41 RPL5 RPL6 RPL7 RPL8 RPLP0 RPLP1 RPLP2 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS27 RPS27A RPS28 RPS29 RPS3 RPS3A RPS4X RPS5 RPS6 RPS7 RPS8 RPSA RPSA2 RSL1D1 RSL24D1 RUNDC3B SEMA6B SERBP1 SLC25A5 SNHG16 SNRPD1 SNRPE SOCS3 SPARCL1 SPP1 SPRY1 SWAP70 TAGLN TESC THBS1 TM4SF18 TMEM70 TPT1 TRIB1 TSPAN13 UBA52 UGCG UPP1 UQCRB UXT VWA1 ZFAND5 ZFAS1 ZFP36L2 ZNF385D TRAVAGLINI_LUNG_BRONCHIAL_VESSEL_2_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_BRONCHIAL_VESSEL_2_CELL A2M ABCB1 ABL2 ACTB ACTG1 ADAMTS1 ADAMTS9 ADM ADRB1 AHR APOL4 APOLD1 ARF4 ARF6 ARID5A ATF3 ATP1B3 B3GNT5 BAG3 BCL10 BEX5 BHLHE40 BMP6 BTG2 BZW1 C11orf91 C11orf96 C1orf52 C1orf54 C1orf56 CCN1 CCN2 CCNL1 CD200 CD300LG CD34 CD36 CDC42EP1 CDC42EP3 CDC42SE1 CDK17 CDKN1A CEBPD CFAP20 CLEC14A CLIC4 COL15A1 COL4A1 COQ10B COX17 CP CRHBP CSRNP1 CTNNB1 CXCL12 CYCS CYP51A1 CYTH2 CYYR1 DCAF13 DDX21 DDX3X DDX5 DIPK2B DLC1 DNAJA1 DNTTIP2 EGR1 EGR3 EIF1 EIF3I EIF3J EIF4G2 ELF1 ELOC EMP1 ENPP2 ESAM ETS2 ETV6 F8 FAM110D FAM133B FAM13C FAM43A FMO2 FN1 FOSB FOSL2 FUS GADD45B GJA1 GNAI3 GTF2B H2AZ1 H3-3B H3P6 HBEGF HNRNPA1 HNRNPA2B1 HNRNPDL HNRNPF HNRNPH1 HNRNPM HSP90AB1 HSPA8 IDI1 IFI16 IFI6 IFIT1 IFIT3 IFITM1 IFITM2 IFITM3 IGLL5 ILF2 INSIG1 IRF1 IRF2BPL IRF7 ITM2A ITPRIP IVNS1ABP JMJD1C JUNB KDM6B KLF10 LDHA LDLR LMCD1 LMNA LPAR6 LRRC32 LYZ MAFF MAGOH MAT2A MCL1 MEF2C MGLL MIDN MIR22HG MLEC MRPL33 MSX1 MT2A MX1 MYC MYCT1 MYL9 NAMPT NEDD9 NFE2L2 NIP7 NNMT NPM1 NR4A1 NR4A2 PALMD PCDH17 PER2 PFDN2 PFKFB3 PGK1 PICALM PIM1 PISD PLAUR PLEKHF2 PLPP3 PLSCR1 PNP POMP PPP1R14A PRDM1 RAB20 RAB5A RAP1B RAPGEF4 RASGRP3 RBM7 RBM8A RBMX RBP7 RBPMS RCAN1 RDX RGCC RGS1 RND3 RNF122 RNF138 RPIA RPL17 RPS10 RRP7A RSL24D1 RUNDC3B SAR1A SARAF SCGB3A2 SDCBP SDE2 SERPINH1 SERTAD1 SERTAD3 SFPQ SFTPC SIK1 SLC25A25 SLC25A5 SLC2A3 SMU1 SNAI1 SNRPB2 SNRPD1 SNX3 SOCS2 SOCS3 SOS1 SOX17 SPARCL1 SPRY1 SRGN SRSF3 SRSF5 SRSF6 SRSF7 STARD4 STC2 STOM STX12 SUB1 SWAP70 TAF7 TAP1 TCF4 TFPI2 THBD TM4SF1 TM4SF18 TMEM70 TMSB15A TNFRSF12A TPD52 TPM4 TPSAB1 TRIB1 TSC22D1 TSC22D2 TSPAN13 TUBA1B TUBB4B U2AF1 UAP1 UBC UBE2D3 UBE2J1 UGCG ULBP2 VASP VWA1 WARS1 WSB1 XIST YBX3 YWHAH ZC3HAV1 ZFAND5 ZFP36 ZNF593 ZYX TRAVAGLINI_LUNG_B_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_B_CELL ADAM19 ADAM28 ADK AFF3 ARHGAP24 ARID5B ATP2A3 BACH2 BANK1 BCL11A BCL7A BIRC3 BLK BLNK BLOC1S2 BTLA C16orf74 CAMK1D CAMK2D CCDC50 CCR7 CD180 CD19 CD200 CD22 CD24 CD37 CD40 CD52 CD72 CD74 CD79A CD79B CDCA7L CHMP7 CHPT1 CLECL1P CXCR4 CXCR5 CXXC5 CYB561A3 DAPP1 DRAM2 DUSP22 EAF2 EBF1 EEF2 ELOVL5 EZR FAM3C FCER2 FCGR2B FCMR FCRL1 FCRL2 FCRLA FGD2 GGA2 GNG7 GUCD1 HHEX HIP1R HSH2D HVCN1 IFT57 IKZF3 IL4R IRF8 ITSN2 KIAA0040 KLHL5 LAPTM5 LBH LIMD2 LINC00926 LINC01215 LY86 MARCHF1 MBD4 MEF2C METTL7A MS4A1 MYCBP2 NAPSB NCF1 NCOA3 NIBAN3 NUP88 ORAI2 OSBPL10 P2RX5 P2RY10 PARP1 PAX5 PDLIM1 PKIG PLAC8 PLCG2 PLEKHF2 PNOC POLD4 POU2AF1 POU2F2 PPM1K PRKCB PTPN6 QRSL1 RALGPS2 RASGRP2 RASGRP3 RB1 RCSD1 RPL15 RPL18 RPL8 RPLP0 RPS23 RPS5 RRAS2 SCIMP SEL1L3 SELL SEMA4B SESN1 SMC6 SMCHD1 SMIM14 SNX2 SNX22 SP100 SP110 SP140 SPIB ST6GAL1 STAP1 STRBP STX7 SWAP70 SYPL1 TCF4 TCL1A TLE1 TLR10 TMEM154 TMEM156 TMEM243 TNFRSF13B TNFRSF13C TPD52 TRAF5 TSPAN13 TXNIP VPREB3 ZBTB20 ZCCHC7 TRAVAGLINI_LUNG_CAPILLARY_AEROCYTE_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_CAPILLARY_AEROCYTE_CELL ADGRL2 AQP1 B2M B3GALNT1 CA4 CD74 CD83 CYP3A5 DHRS7 EDNRB EMCN EMP2 EXPH5 F3 GNG11 GPX1 GPX3 HOPX HPGD ICAM2 IL1RL1 IL32 INMT ITM2B LGALS1 PRKCE PRX RNF24 RTN1 S100A3 S100A4 S100A6 SERPINE1 SLC12A2 SLC14A1 SOSTDC1 SPARC TBX2 TGFBR3 TUBA1A UBB VIPR1 TRAVAGLINI_LUNG_CAPILLARY_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_CAPILLARY_CELL BTNL9 CA4 CD36 DUSP6 EDN1 FCN3 IL7R KIAA1217 NTRK2 RGCC RNASE1 RNF144B SLC6A4 TNFSF10 TRAVAGLINI_LUNG_CAPILLARY_INTERMEDIATE_1_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_CAPILLARY_INTERMEDIATE_1_CELL ACE ACVRL1 ADGRF5 ADGRL2 AFF3 ANXA1 ANXA3 AQP1 ATP2B4 B3GALNT1 BAIAP2 CA2 CA4 CCND3 CD14 CD74 CD82 CD83 CDH5 CDKN2B CHST2 CMTM3 CNN3 CSF1 CX3CL1 CYP3A5 DENND2B DISP1 DLGAP4 DNAJB1 DNAJC1 DOCK9 EDIL3 EDN2 EDNRB EFNB1 EMCN EMP2 ESAM EXPH5 F2RL3 FAXDC2 FENDRR FHL1 FKBP5 FMNL2 FNBP1L FOXF1 FRY FZD4 GALNT18 GPX1 GPX3 HECW2 HLA-B HLA-DQA1 HLA-DQB1 HLA-DRB1 HLA-DRB5 HOPX HPGD HSPB8 IBA57 ICAM1 ICAM2 IFNGR1 IL15RA IL1RL1 IL32 IL7R IRF1 ISG20 ITGA1 ITGA3 ITGA5 JAM3 KCNQ1OT1 KIAA1217 KLF7 MBOAT2 MEF2A MTSS1 MXD4 MYADM MYLK MYO6 NCALD NEDD9 NTN4 NUAK2 PALD1 PAPSS2 PCDH1 PCDH12 PDGFB PDLIM1 PHLDA1 PHLDB1 PIK3IP1 PLAGL1 PLAU PLEKHG1 PLIN2 PPP1R15A PPP3CC PREX1 PRKCE PRX RAPGEF5 RASAL2 RCSD1 RGCC RNASET2 RPN1 RRAS RSRP1 RTN4 S100A3 S100A4 SAMD9L SERPINB1 SERPINB6 SERPINE1 SGK1 SH2D3C SLC14A1 SLCO3A1 SLCO4A1 SOSTDC1 SPARC STC1 STX11 STXBP6 SYNGR2 TBX2 TBX3 TBXAS1 TGFBR3 TIMP3 TINAGL1 TMEM100 TMEM204 TMEM51 TNFRSF1A TNIP1 TSC22D3 TSPAN12 TSPAN15 TUBA1A TYMP UBC VAT1 VIPR1 WASF2 WFDC1 ZDHHC14 ZFP36L1 ZNF331 TRAVAGLINI_LUNG_CAPILLARY_INTERMEDIATE_2_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_CAPILLARY_INTERMEDIATE_2_CELL ADIPOR2 ADIRF AKR1C3 ANAPC13 ANAPC16 ANP32A ANP32B ANP32E AP3S1 APOL3 ARHGAP18 ARHGEF12 ARL2 ARL2BP ARMCX3 ARPC1A ARPC2 ARPP19 ARRDC2 ATOX1 ATP2C1 ATP5F1E ATP5IF1 ATP5ME ATP5MJ ATP5MK ATP5PD ATP5PF ATRX B2M BAALC BAG1 BBLN BCL6B BLOC1S1 BNIP3 BRK1 BTN3A1 BTN3A3 BUD31 C1orf115 C1orf54 C22orf39 C4orf3 C7orf50 C9orf78 CALM1 CALM3 CALR CAPN2 CAPZA2 CARD16 CARHSP1 CAVIN1 CAVIN2 CCDC25 CCDC69 CCDC82 CCL20 CCND1 CCND3 CCNI CDC25B CDC26 CETN2 CFAP36 CFDP1 CHCHD7 CHMP2A CHMP5 CLTB CMPK1 COMMD6 COPS9 COX17 COX4I1 COX6B1 COX6C COX7A1 COX7A2 COX7C CPNE2 CSDE1 CSTB CYB5A DAZAP2 DBI DCTN1 DDAH2 DDIT4 DPYSL2 DPYSL3 DYNC1LI2 DYNLRB1 DYNLT1 DYNLT3 EEF1A1 EGFL7 EI24 EIF4EBP2 EIF5B ELOB EMP3 ENSA EPAS1 EPB41L2 ERGIC2 FAM107A FAM204A FAU FBXO21 FCN3 FGD5-AS1 FIS1 FKBP1A FKBP5 FKBP8 FNBP1L FOXN3 FTH1 FTL FYTTD1 GABARAP GATA2-AS1 GBP3 GIMAP4 GIMAP6 GMFG GNG5 GOLGA4 GPBP1L1 GPIHBP1 GPX1 GPX4 GRK5 GTF3A GUK1 GYPC H2AZ2 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DRA HMGB1 HMGN2 HNRNPA3 HNRNPH3 HNRNPM HPCAL1 HPGD HSBP1 HSPA12B HTATIP2 IFI27 IFI27L2 IFI6 IFITM2 IFITM3 IK IL32 IL7R IRF1-AS1 ISCU ITGB1 JCAD KIF1C KIF5B KLHL5 KTN1 LAMTOR1 LARP7 LGALS1 LHFPL6 LRCH1 LSM3 MAFF MAP4 MAPRE1 MBP MED28 MKRN1 MMP24OS MOCS2 MORF4L1 MPG MRFAP1 MRPL33 MRPS18B MRPS18C MT1E MT1L MT1M MT2A MTIF3 MXRA7 MYH9 MYL12A MYL6 MYL9 MYLK MYZAP NAA38 NAP1L1 NDEL1 NDRG2 NDUFA12 NDUFA13 NDUFA2 NDUFA3 NDUFA4 NDUFB1 NDUFB4 NDUFB9 NDUFS5 NDUFS6 NEDD8 NGRN NHERF2 NOSTRIN NSRP1 NUCB2 OAZ1 OPTN OST4 OTUD6B-AS1 PAK2 PAK4 PCAT19 PCGF5 PCNP PCTP PDAP1 PDLIM2 PEA15 PET100 PFDN5 PHACTR2 PIN4 PINK1 PKIG PLGRKT POLR2F POLR2L POLR3GL POMP PPIA PPP1R11 PPP2R5A PRDX5 PRMT1 PRX PSIP1 PSMA6 PSMB9 PSME1 PSME2 PSME3IP1 PTMA PTMS PTP4A3 PTPRN2 R3HCC1 RAB13 RALA RAP1A RBM17 RBX1 RCSD1 RFLNB RGCC RHOA RNF11 RNF115 RNF181 ROMO1 RPL22 RPL23 RPL27 RPL27A RPL30 RPL31 RPL34 RPL35 RPL36AL RPL37 RPL37A RPL38 RPL39 RPL41 RPLP1 RPLP2 RPS11 RPS12 RPS19BP1 RPS20 RPS21 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS4Y1 RPS7 RTF2 RWDD1 S100A10 S100A13 S100A3 S100A4 S100A6 SAP18 SCGB1A1 SCGB3A1 SEC14L1 SEC61G SEC62 SELENOK SELENOW SEPTIN2 SEPTIN7 SERF2 SERINC1 SERPINB6 SET SH3BGRL SH3BGRL3 SH3BP5 SH3D19 SLC14A1 SLIRP SLU7 SNHG32 SNHG6 SNRPD2 SNX5 SPARC SPOP SPTBN1 SRP9 SRSF4 SSU72 STXBP6 SUMO2 SUMO3 SVIP SYF2 SYNJ2BP SYNPO SZRD1 TADA3 TAF15 TAGLN TCEAL3 TCIM TLE5 TMA7 TMEM100 TMEM126B TMEM204 TMEM219 TMEM230 TMSB10 TMSB4X TNFSF12 TNIP1 TOMM7 TP53TG1 TPM1 TPM3 TPM4 TPR TPT1 TRAPPC1 TRIR TSR2 TTC1 TUSC2 UACA UBA52 UBE2E1 UBE2L3 UBE2L6 UBE2Q2 UBL5 UQCR10 UQCR11 UQCRB UQCRQ VAMP3 VAMP5 VAMP8 WASHC2A WBP11 WDR45B WFDC1 YBX1 YWHAE ZBTB8OS ZC3H13 ZEB1 ZNF667-AS1 TRAVAGLINI_LUNG_CD4_MEMORY_EFFECTOR_T_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_CD4_MEMORY_EFFECTOR_T_CELL ARHGAP15 BCL11B CAPN2 CCR6 CD2 CD28 CD3D CD3E CD40LG CD5 CD52 CD6 CD96 CDC14A CLEC2D CNN2 CORO1A CRIP2 CTLA4 ETS1 EVL GIMAP7 GPR183 GSTK1 HINT1 HLA-A HNRNPLL HSPA8 ICAM3 ICOS IFITM1 IL10RA IL2RG IL32 IL7R INPP4B ITGB1 ITK LCK LDHB LEF1 LINC00892 MIAT PBXIP1 PCED1B-AS1 PRDM1 RASGRP1 RCAN3 RORA RPL13A RPL23A RPS27 RPS29 RPS3 SARAF SEPTIN1 SIT1 SKAP1 SLAMF1 SLC38A1 SLFN5 SPOCK2 SUSD3 SYNE2 TMEM123 TNFRSF25 TRADD TRAF3IP3 TRAT1 TTC39C TXNIP TRAVAGLINI_LUNG_CD4_NAIVE_T_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_CD4_NAIVE_T_CELL AAK1 ABLIM1 ADTRP AQP3 BCL11B CCR7 CD27 CD3D CD3E CD6 CHMP7 CMPK1 DGKA DPP4 EEF1A1 EEIG1 EPHX2 FCMR FHIT GIMAP4 GIMAP7 IFITM1 IL32 IL6ST IL7R INPP4B ITK LCK LDHB LDLRAP1 LEF1 LINC00861 MAL MYC NDFIP1 NELL2 NOSIP NPM1 OXNAD1 PASK PCED1B PCED1B-AS1 PIK3IP1 PIM1 PIM2 PRKCA PRKCQ-AS1 RCAN3 RPL10 RPL10A RPL11 RPL12 RPL13 RPL13A RPL13AP5 RPL14 RPL15 RPL18 RPL18A RPL19 RPL23 RPL23A RPL24 RPL26 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL37 RPL37A RPL38 RPL39 RPL4 RPL41 RPL5 RPL6 RPL7 RPL8 RPLP0 RPLP1 RPLP2 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS19 RPS2 RPS20 RPS21 RPS23 RPS27 RPS27A RPS28 RPS29 RPS3 RPS3A RPS5 RPS6 RPS7 RPS8 SARAF SATB1 SELL SEPTIN1 SERINC5 SNHG3 SNHG5 SPOCK2 STMN3 SUSD3 TC2N TCF7 TESPA1 THEM4 TLE5 TMC8 TNFRSF25 TRABD2A TRAF3IP3 TRAT1 TXK TXNIP TRAVAGLINI_LUNG_CD8_MEMORY_EFFECTOR_T_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_CD8_MEMORY_EFFECTOR_T_CELL CCL5 CD3D CD3G CD8A CD8B CDC42SE2 CMC1 CXCR6 DUSP2 FYN GZMK IKZF3 IL32 IL7R LINC00861 MALAT1 PIP4K2A PRDM1 PYHIN1 RPL23A RPL30 RPL31 RPS14 RPS25 RPS27 RPS29 SH2D1A SYNE2 TC2N TRAVAGLINI_LUNG_CD8_NAIVE_T_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_CD8_NAIVE_T_CELL AAK1 ABHD17A ADGRG1 AKNA ANXA6 APMAP APOBEC3G ARL4C ARPC5L B2M BCL11B BIN1 BTN3A1 BTN3A2 C12orf75 C1orf21 CALM1 CAPN2 CCL5 CCND2 CCND3 CD2 CD3D CD3E CD3G CD7 CD8A CD8B CD96 CDC25B CDC42SE2 CHST12 CMC1 CNOT6L CRTAM CST7 CTSW CX3CR1 EMB EOMES ETS1 F2R FCRL6 FGFBP2 FYN GFI1 GNG2 GNLY GZMA GZMB GZMH GZMM HCST HLA-A HLA-B HLA-F IFITM1 IKZF3 IL10RA IL12RB1 IL32 IRF1-AS1 ISG20 ITGAL ITGB2 ITK KLF2 KLRD1 KLRF1 KLRG1 LAG3 LCK LSP1 LYAR MALAT1 MATK MBP MIAT MYL12A MYO1G NHERF1 NKG7 OPTN PFN1 PIP4K2A PLAAT4 PLEKHF1 PPP2R5C PRDM1 PRF1 PRKACB PRKCH PRSS23 PTGDR PTP4A2 PTPN4 PYHIN1 RAB27A RAP1B RASAL3 RNF125 RORA RPL23A RPL27A RPS27 RPS3 RPS4Y1 RUNX3 S1PR4 S1PR5 SAMD3 SEPTIN1 SH2D1A SH2D2A SIGIRR SKAP1 SLA2 SLAMF6 SLFN5 SPN SPOCK2 SPON2 SSBP4 STAT4 SUN2 SYNE1 SYNE2 SYNGR1 SYTL3 TBC1D10C TBX21 TC2N TGFBR3 TIGIT TLE5 TOB1 TPST2 TRG-AS1 TSEN54 TTC38 TUBA4A ZAP70 ZBTB38 ZFP36L2 TRAVAGLINI_LUNG_CILIATED_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_CILIATED_CELL ABCA13 ABHD11 ABI2 ABITRAM ACAP1 ACYP1 ADGB ADGRE5 ADSS1 AGBL4 AGR2 AGR3 AGTRAP AHNAK2 AHSA1 AIG1 AK7 AK8 AK9 AKAP14 AKAP9 AKNA AKR1C3 AKR7A2 ALDH1A1 ALDH3A1 ALDH3B1 ALMS1 ALOX15 AMPD3 AMZ2 ANAPC4 ANAPC5 ANG ANKMY1 ANKRD26 ANKRD37 ANKRD42 ANKRD45 ANKRD54 ANKRD65 ANKRD66 ANKUB1 ANKZF1 ANXA1 ANXA11 ANXA2 ANXA4 ANXA5 AP3M2 APBB1 APH1B APOBEC4 APOO APPL2 ARHGAP18 ARHGAP39 ARL13B ARL3 ARL4A ARL6 ARMC2 ARMC3 ARMC9 ASL ATP6AP1 ATP6V0D1 ATP6V1D ATP9A ATXN7L3B AZI2 AZIN1 B3GNT5 B3GNT7 B9D1 B9D2 BACE2 BAIAP2 BAIAP2L1 BAIAP3 BANF1 BASP1 BBC3 BBIP1 BBS2 BBS4 BBS5 BBS9 BCAS1 BCAS3 BCL2L1 BCO2 BHLHE41 BICC1 BICDL3P BIN3 BPHL BUD31 C10orf67 C10orf95 C11orf16 C11orf97 C12orf75 C1orf141 C1orf87 C20orf85 C20orf96 C21orf58 C22orf15 C22orf23 C2orf73 C2orf81 C4orf3 C4orf47 C4orf48 C5AR1 C5orf15 C6 C6orf118 C6orf132 C6orf52 C7orf57 C8orf34 C9orf24 C9orf72 CABIN1 CACNG6 CALM1 CALM2 CALM3 CAPS CAPS2 CAPSL CARS1 CASC2 CATIP CATSPERD CBY1 CC2D2A CCDC113 CCDC138 CCDC146 CCDC148 CCDC153 CCDC157 CCDC17 CCDC170 CCDC181 CCDC184 CCDC24 CCDC28A CCDC30 CCDC33 CCDC34 CCDC39 CCDC40 CCDC60 CCDC65 CCDC66 CCDC69 CCDC74A CCDC74B CCDC78 CCDC80 CCDC81 CCDC82 CCDC88B CCDC88C CCDC89 CCDC96 CCN2 CCNA1 CCNDBP1 CCP110 CD164 CD164L2 CD24 CD4 CD59 CDC14A CDC14B CDC16 CDC42EP3 CDHR3 CDHR4 CDKL1 CDKN1A CDKN2A CDKN2D CDS1 CENPBD2P CENPM CEP126 CEP162 CEP164 CEP19 CEP290 CEP41 CEP43 CEP83 CEP89 CEP97 CERKL CES1 CES4A CETN2 CFAP107 CFAP141 CFAP144 CFAP20 CFAP210 CFAP221 CFAP251 CFAP276 CFAP36 CFAP43 CFAP44 CFAP45 CFAP46 CFAP47 CFAP52 CFAP53 CFAP54 CFAP57 CFAP58 CFAP61 CFAP69 CFAP70 CFAP74 CFAP90 CFAP91 CFAP95 CFDP1 CHCHD5 CHCHD6 CHIC2 CHMP2A CHMP2B CHMP5 CHST6 CHST9 CHURC1 CIB1 CIBAR2 CIPC CIR1 CKB CLDN1 CLDN16 CLDN3 CLDN8 CLGN CLHC1 CLIC6 CLMN CLSTN1 CLTA CLUAP1 CLXN CMTM6 CNDP2 CNIH2 CNPY3 CNTD1 CNTN5 CNTRL COA3 COBL COG7 COL21A1 COPRS COQ10A COQ4 CRACDL CRISP2 CRISPLD1 CRLF1 CRNDE CROCC CSNK1G1 CSNK1G2 CSPP1 CST6 CSTB CSTPP1 CTBP2 CTSL CTSS CTXN1 CWH43 CYB561 CYB5R1 CYGB CYP27A1 CYP4X1 CYSTM1 CYTH2 DALRD3 DAPP1 DAW1 DCDC2 DCDC2B DDX3Y DEGS2 DENND6B DGKH DICER1-AS1 DIXDC1 DLEC1 DMD DMKN DNAAF1 DNAAF10 DNAAF11 DNAAF3 DNAAF5 DNAAF6 DNAAF8 DNAH1 DNAH10 DNAH11 DNAH12 DNAH2 DNAH3 DNAH5 DNAH6 DNAH7 DNAH9 DNAI1 DNAI2 DNAI3 DNAI4 DNAI7 DNAJA1 DNAJA4 DNAJB13 DNAJB6 DNAJC10 DNAJC16 DNAL1 DNAL4 DNALI1 DNER DNPH1 DNTTIP1 DOC2A DPCD DPY30 DRAM2 DRC1 DRC7 DSP DSTN DTHD1 DTX2 DTX3 DUSP18 DUSP4 DYDC1 DYDC2 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLL1 DYNLRB1 DYNLRB2 DYNLT1 DYNLT2B DYNLT4 DYNLT5 DZANK1 DZIP1 DZIP1L DZIP3 EBNA1BP2 ECI2 ECRG4 ECT2L EFCAB10 EFCAB11 EFCAB12 EFCAB2 EFCAB6 EFHB EFHC1 EFHC2 EFHD2 ELF3 ELK3 ENAH ENDOG ENKD1 ENKUR ENO4 ENOSF1 ENPP5 EP300-AS1 EPB41L4B EPPIN EPPK1 ERGIC3 ERICH2 ERICH3 ERICH5 ERICH6-AS1 ESPN ETNK1 ETV6 EVA1C EVI5 EZR FABP6 FAIM FAM104B FAM161A FAM166B FAM166C FAM172A FAM174A FAM216B FAM221A FAM227A FAM229B FAM47E FAM81B FANCF FANK1 FBXL13 FBXO15 FBXO36 FBXW9 FDFT1 FDXR FGF14 FHAD1 FLACC1 FOCAD FOXJ1 FSD1L FSTL1 FTH1 FTO FUZ GABPB1-AS1 GADD45A GALC GALK2 GALNS GAS2L2 GAS7 GAS8 GBP1 GBP3 GCC2 GCLM GET1 GFOD2 GIPR GLB1L GLB1L2 GLIPR2 GLT8D1 GLUL GLYR1 GNA14 GNAI2 GOLGA2P5 GOLGA2P7 GOLM2 GOLPH3L GPC3 GPR162 GPX2 GPX4 GRIN3B GSN GSTA1 GSTA2 GSTA3 GSTP1 H1-2 H2AJ H2BC5 HACD4 HADH HAGH HAGHL HES2 HHLA2 HIBADH HIPK1 HMGB2 HMGN2 HMGN3 HMGN5 HNRNPF HOATZ HSBP1 HSD11B1L HSP90AA1 HSPA8 HSPBP1 HSPD1 HSPH1 HYDIN ICA1L ICMT IDH2 IFI44L IFI6 IFT122 IFT140 IFT172 IFT20 IFT22 IFT25 IFT27 IFT43 IFT46 IFT52 IFT57 IFT74 IFT80 IFT81 IFT88 IFTAP IGF2BP2 IGFBP5 IGFBP7 IK IL20RA IL5RA IL7 INHBB INTS10 INTU IQCA1 IQCB1 IQCD IQCE IQCG IQCH IQCK IQGAP2 IQUB IRF2 ISCA2 ITGB8 JKAMP JOSD2 KATNAL2 KATNB1 KATNIP KCNE1 KCNH3 KCNN3 KCNRG KCTD12 KDM1B KIAA0232 KIAA2012 KIF19 KIF21A KIF27 KIF2A KIF3A KIF3B KIF9 KIFAP3 KLHDC9 KLHL13 KLHL32 KLHL6 KNDC1 KRT42P KRT80 LAMC2 LAP3 LBH LCA5 LCA5L LDLRAD1 LDLRAD4 LEKR1 LGALS1 LIMK2 LINC00467 LINC01571 LITAF LKAAEAR1 LMLN LMNTD1 LMO2 LRGUK LRP11 LRRC10B LRRC18 LRRC23 LRRC26 LRRC27 LRRC34 LRRC4 LRRC45 LRRC46 LRRC49 LRRC56 LRRC61 LRRC71 LRRC73 LRRC74B LRRIQ1 LRTOMT LRWD1 LSM4 LXN LYPLA2 LZTFL1 MAGIX MAILR MAK MAOB MAP1A MAP1B MAP3K19 MAP6 MAP9 MAPK10 MAPRE3 MARCHF10 MARCKS MAT2B MCAT MDH1 MDH1B MDM1 MEAF6 MED25 MED31 MEIG1 METRN METTL7A MFSD10 MGMT MGST3 MICOS13 MIPEP MKS1 MLF1 MNAT1 MNS1 MOK MORF4L2 MORN1 MORN2 MORN3 MORN5 MPC2 MPDZ MRPL23 MRPL40 MRPL41 MRPS31 MS4A8 MSH3 MSRB1 MTF1 MTSS2 MUC12 MUC15 MUC4 MYB MYEF2 MYG1 MYO1E MZF1 NAA20 NAA35 NANS NAP1L1 NAT1 NAT14 NCS1 NDUFAB1 NDUFAF3 NEK1 NEK10 NEK11 NEK4 NEK5 NELL2 NGRN NHLRC4 NME5 NME7 NOP56 NPHP1 NQO1 NRAV NSMCE1 NSUN7 NT5C3A NUCB2 NUDC NUDT14 NUDT7 NWD1 OAS2 OCEL1 ODAD1 ODAD2 ODAD3 ODAD4 ODF2 ODF2L ODF3B OMA1 OR7E37P ORAI2 ORMDL2 OSBPL3 OSBPL6 OSCP1 OXTR P4HA2 P4HTM PACRG PAIP2 PAIP2B PALMD PAPOLA PAPSS1 PCAT19 PCM1 PCSK1N PCYT2 PDK4 PDLIM4 PEX6 PFDN5 PFN2 PGAP1 PGM2L1 PHTF1 PIBF1 PIERCE1 PIERCE2 PIFO PIGQ PIGT PIH1D2 PIN1 PIP PITPNM1 PKIG PLAAT3 PLAC8 PLCH1 PLEKHB1 PLEKHG7 PLEKHS1 PLIN3 PLSCR1 PLTP PLXNB1 PLXNB2 PNMA1 POFUT2 POLD2 POLD3 POLR2I POU2AF2 POU2AF3 PPID PPIE PPIL6 PPME1 PPOX PPP1CB PPP1R14C PPP1R16A PPP1R32 PPP1R36 PPP1R42 PPP1R7 PPP4R3B PRDX1 PRDX5 PROM1 PRPS1 PRR13 PRR15 PRR29 PRR7 PRRG4 PRRT3 PRSS12 PRUNE2 PSD3 PSENEN PSMB5 PSMD10 PSMD4 PSMG3 PTGES3 PTPRN2 PTPRT PXN PYCR2 PZP RAB28 RAB36 RABL2A RABL2B RALB RAMP1 RARRES1 RBKS RBM38 RCAN3 RFX2 RFX3 RGS22 RHBDD2 RHPN1 RHPN2 RIBC1 RIBC2 RIIAD1 RILPL2 RNF130 RNF32 RNPEP ROPN1L RP1 RPA2 RPA3 RPGR RPGRIP1L RPP38 RPS4Y1 RRAD RRAGA RRAGD RRM2B RSPH1 RSPH14 RSPH3 RSPH4A RSPH9 RTP4 RUNDC1 RUVBL1 RUVBL2 S100A11 SANBR SARAF SAXO2 SCAMP4 SCARF2 SCCPDH SCGB2A1 SCPEP1 SEC14L3 SEMA3C SERPINB6 SFXN3 SGPL1 SHANK2 SHROOM3 SIGIRR SIX1 SIX4 SLC12A7 SLC16A5 SLC22A23 SLC22A4 SLC25A14 SLC25A4 SLC27A2 SLC35A2 SLC44A4 SLCO3A1 SLFN13 SLFN5 SMAP2 SMIM14 SMIM19 SMIM22 SMIM5 SMIM6 SMKR1 SMPD2 SMYD2 SNHG10 SNTN SNW1 SNX3 SNX7 SOAT1 SOD1 SORBS2 SOX2 SPA17 SPAG1 SPAG16 SPAG17 SPAG6 SPAG7 SPAG8 SPATA17 SPATA18 SPATA33 SPATA4 SPATA6 SPATA6L SPATA7 SPATS1 SPATS2L SPEF1 SPEF2 SPON2 SPTBN1 SQLE SRA1 SRD5A2 SRGAP3 SRI SSB SSBP3 SSBP4 ST6GALNAC2 STAM2 STEAP3 STING1 STK33 STK36 STMND1 STOM STOML3 STOX1 STPG1 STRBP STX2 STYXL1 SUDS3 SUGT1 SYNE1 SYNE2 SYS1 SYT8 SYTL1 SYTL2 SYTL3 TAT-AS1 TAX1BP1 TBC1D8 TBCB TCTN1 TCTN2 TEKT1 TEKT2 TEKT3 TEKT4 TEX9 THADA THNSL2 THYN1 TJP3 TMC4 TMC5 TMEM107 TMEM121 TMEM138 TMEM14B TMEM154 TMEM190 TMEM212 TMEM218 TMEM231 TMEM232 TMEM254 TMEM45B TMEM53 TMEM59 TMEM67 TMEM68 TMF1 TNFAIP8L1 TNFRSF19 TP53BP1 TP53INP1 TP53TG1 TP73 TPPP3 TPRG1L TPST1 TRAF3IP1 TRAK1 TRIM29 TRIP13 TRNAU1AP TSGA10 TSNAXIP1 TSPAN1 TSPAN19 TSPAN3 TSPAN6 TSPYL4 TSTD1 TTC12 TTC16 TTC21A TTC21B TTC26 TTC29 TTC30B TTC39C TTC5 TTC8 TTC9 TTLL10 TTLL5 TTLL7 TUBA1A TUBA4B TUBB4B TUBGCP2 TUFM TULP3 TUSC2 TUSC3 UBAC1 UBB UBE3D UBXN10 UBXN11 UCKL1-AS1 UCP2 UFC1 UGDH ULK4 UNC119B UNC93B1 USP11 USP2 USP43 USP51 VDAC3 VNN3P VPS35 VRK3 VSTM2L VWA3A VWA3B WARS1 WDR13 WDR19 WDR35 WDR38 WDR49 WDR54 WDR73 WDR86-AS1 WDR90 WDR93 WFDC21P WFDC6 WLS WRAP53 WWC1 XPNPEP3 XRCC1 XRRA1 YBX3 YWHAH ZBBX ZBED5-AS1 ZC2HC1A ZC2HC1C ZDHHC1 ZMYND10 ZMYND12 ZNF106 ZNF204P ZNF273 ZNF3 ZNF440 ZNF664 ZNF688 ZNHIT1 ZNHIT2 ZNRD2 TRAVAGLINI_LUNG_CLASSICAL_MONOCYTE_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_CLASSICAL_MONOCYTE_CELL ACAP2 ACSL1 ACTR2 ADGRE2 AGO4 AGTPBP1 AGTRAP AHNAK AHR AOAH AP1S2 APAF1 APLP2 APOBEC3A ARRB2 ASAH1 ASGR1 ATP6V0B ATP6V1B2 BACH1 BLVRB BRI3 C19orf38 C1orf162 C4orf48 C5AR1 C9orf72 CAPNS1 CARD16 CARS2 CASP1 CAST CCNY CCR1 CCR2 CD14 CD163 CD1D CD300E CD300LF CD33 CD36 CD4 CD86 CD93 CEBPB CEBPD CFP CHST15 CLEC12A CLEC7A COTL1 CPPED1 CPVL CR1 CREB5 CRISPLD2 CRTAP CSF3R CST3 CSTA CTSS CUX1 CYBB CYP1B1 CYRIA DENND10 DICER1 DMXL2 DOK3 DPYD DUSP6 EFHD2 EHBP1L1 EMILIN2 ENTPD1 ETS2 EVI2B FAM120A FAR1 FBXL5 FCER1G FCGR2A FCGRT FCN1 FES FGD2 FGD4 FGL2 FGR FOS FPR1 GAS7 GASK1B GLT1D1 GNAQ GNS GPBAR1 GPX1 HCK HIPK3 HK2 HRH2 IFI30 IFNGR1 IL13RA1 IL17RA IL6R INSR IQGAP1 IRAK3 IRS2 ITGAM JDP2 JMJD1C KCNE3 KCTD12 KIAA0930 KLF4 KYNU LGALS1 LGALS2 LGALS9 LMO2 LPGAT1 LRP1 LRRC25 LRRK2 LTA4H LY86 LYN LYZ MACROH2A1 MAFB MAP3K1 MARCHF1 MBD2 MCL1 MEF2A MEF2C MEGF9 METTL7A MFSD1 MGST1 MIS18BP1 MNDA MPEG1 MS4A6A MTMR11 MYO1F NACC2 NADK NBPF14 NCF1 NCF2 NCOA4 NEAT1 NFAM1 NFE2 NLRP3 NOTCH2 NPC2 NRG1 NRGN NUDT16 NUMB NUP214 ODF3B P2RY13 PABPC1 PECAM1 PELI1 PER1 PGD PHC2 PICALM PILRA PLBD1 PLEC PLEKHO1 PLXDC2 POU2F2 PPM1F PRAM1 PRKAG2 PSAP PTPRE PYCARD PYGL QKI RAB31 RAC1 RASSF2 RASSF3 RBM47 RBP7 RNASE2 RNASE6 RNF130 RNF144B RNF149 ROGDI RPLP1 RPS13 RPS24 RTN3 RXRA S100A12 S100A4 S100A6 S100A8 S100A9 SAP30 SAT1 SCIMP SCPEP1 SERF2 SERPINA1 SKAP2 SLC11A1 SLC12A6 SLC24A4 SLC7A7 SLC8A1 SMARCD3 SNX27 SPI1 SPTLC2 SRGAP2B STK17B STXBP2 SULF2 SULT1A1 SYK TET2 TET3 TFEC TGFBI THBS1 TIMP2 TKT TLR2 TLR4 TLR8 TMEM170B TMSB10 TNFAIP2 TNFRSF1A TNFRSF1B TNFSF10 TNFSF13B TPP1 TPT1 TRIM25 TRIP12 TSPO TYMP TYROBP UBE2R2 UBXN11 USP15 USP3 VCAN VMP1 YBX3 ZEB2 ZFAND5 ZNF106 ZNF385A ZNF467 TRAVAGLINI_LUNG_CLUB_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_CLUB_CELL AARD AGR3 AHR AREG ARHGDIB C16orf89 CEACAM6 CLIC6 CMAHP CRACR2B CRTAC1 CST3 CTSE CXCL17 CYB5A CYP2B7P DAPK1 ELAPOR1 ERP27 FABP5 FAM20A FAU FCGR2A FLRT3 FMO2 FNIP2 FOLR1 FXYD5 GDF15 GPRC5A HNMT HOPX HSD17B11 HSD17B13 IL6ST MET MGP MGST1 MRPS25 MS4A15 NEDD4L NIBAN1 PIGR PTGS2 RNASE1 RNF145 RPL10 RPL11 RPL12 RPL13 RPL13A RPL13AP5 RPL15 RPL18 RPL18A RPL19 RPL21 RPL23A RPL24 RPL26 RPL27 RPL27A RPL29 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL37 RPL37A RPL38 RPL39 RPL5 RPLP2 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS19 RPS20 RPS21 RPS23 RPS24 RPS27 RPS28 RPS29 RPS3 RPS3A RPS5 RPS6 RPS7 RPS8 S100A13 SCGB3A2 SEL1L3 SERP1 SFTA1P SFTPB SLPI SOCS2 SOX4 SSR4 STEAP4 TIMP1 TMSB4X TPT1 VIM WSB1 ZFP36L1 TRAVAGLINI_LUNG_DIFFERENTIATING_BASAL_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_DIFFERENTIATING_BASAL_CELL A4GALT ADH1C ADH7 ADORA2B AGR2 AKR1A1 ALDH1A1 ALDH2 ALOX15 ANXA1 AP2M1 AQP3 AQP5 ASS1 ATP1B3 BAG1 BBLN BEND5 BHLHE40 CALML3 CAMK1D CAPN1 CAPNS2 CD82 CHL1 CHP2 CHST9 CLCA2 CLDN1 CLDN10 CLEC2B CMTM7 CSTA CTSB CTSC CTSD CXCL1 CYP2J2 DAPL1 DDIT4 DHRS3 DHRS9 DPYSL3 ECE1 EEF1A1 EHF EIF3F EPAS1 EPHX3 EPRS1 ERN2 ETHE1 EYA2 F3 FAM107A FAM3B FAM3D FBLN1 FMO2 FOXN3 GALNT6 GAPDH GLTP GLUL GPR87 GSN GSTP1 HCAR2 HES4 HEY1 HMGB3 HS3ST1 IFI16 IGFBP3 IGFBP4 KLF5 KLK11 KRT17 KRT19 KRT5 LAD1 LARP6 LAYN LIMA1 LMO4 LRATD1 LYPD6B MARCKS MDH2 MDK MIR205HG MLF2 NDRG2 NDUFA8 NDUFV1 NFIA NHERF1 NSG1 NUDT8 OAT PAFAH1B3 PDHB PERP PGAM1 PITX1 PLEKHA5 PLEKHS1 POLD4 PPP1CA PRR15 PRSS23 PSMC5 PYCARD RHOC RIPK4 RPL13A RPL3 RPS4X RPSA S100A16 S100A2 SDC1 SERPINB13 SERPINB3 SERPINB4 SERPINB5 SERPINB7 SERPINF1 SLC1A5 SLITRK6 SNCG SORL1 SOX2 ST6GALNAC1 STEAP1 SULT2B1 SYNGR1 SYTL1 TACSTD2 TCF4 TLE5 TMPRSS4 TNFSF10 TPI1 TRIM7 TSHZ2 TSPAN1 TSPAN8 TSPO TUFM UPK1B UQCRC1 UQCRH VAV3 VILL WFDC2 ZFYVE21 TRAVAGLINI_LUNG_EREG_DENDRITIC_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_EREG_DENDRITIC_CELL A2M ABCA1 ABL2 ACSL1 ACSL3 ACTB ACTG1 ACTN1 ACTR2 ADA2 ADAM19 ADAM9 ADGRE2 ADIPOR1 AGFG1 AHNAK AHR AIF1 AKAP12 AKAP13 ALCAM AMPD2 ANGPTL4 ANKH ANPEP ANXA2 ANXA5 AP1B1 AP2S1 APLP2 APOBEC3A AREG ARHGAP18 ARHGAP31 ARPC5 ARRB2 ASGR1 ASPH ATF3 ATF4 ATG3 ATOX1 ATP13A3 ATP1B3 ATP2B1-AS1 ATP5F1E ATP5MK ATP6V0B ATP6V0C ATP6V1B2 AZI2 B3GNT5 BACH1 BASP1 BAZ1A BCAT1 BCL2A1 BCL3 BIRC2 BRI3 BTF3L4 C15orf48 C1QC C1orf162 C1orf54 C3AR1 C4orf48 C5AR1 C9orf72 CAB39 CARD19 CCDC88A CCL17 CCL2 CCL20 CCR1 CCRL2 CD14 CD163 CD1C CD300E CD36 CD4 CD44 CD58 CD74 CD83 CD86 CD93 CDCP1 CDKN1A CDV3 CEBPB CEBPD CEP170 CH25H CHCHD7 CHMP1B CHMP4B CHST11 CHSY1 CLEC10A CLEC4E CLEC5A CLEC7A CLIC1 CLTC CMTM3 CMTM6 COTL1 COX7B COX8A CPVL CREM CSF1R CSF2RA CSRNP1 CST3 CSTA CTNNA1 CTNNB1 CTSB CTSH CTSL CTSZ CXCL16 CXCL2 CXCL3 CXCL8 CYBB CYRIA CYTOR DAZAP2 DBI DDX21 DDX3X DDX3Y DNAJC15 DOCK10 DPYD DPYSL2 DSE DUSP1 DUSP4 DUSP6 DYNLT1 EDEM1 ELK3 ELL2 ELOC EMILIN2 EMP1 EMP3 ENG ENO1 ENTPD1 ENTPD6 ENY2 EPAS1 EPB41L2 EPB41L3 ERCC1 EREG ERGIC1 ETF1 ETS2 ETV6 F13A1 FCAR FCER1A FCER1G FCGR1A FCGR2A FCGR2B FCGRT FCN1 FES FGD4 FGL2 FGR FILIP1L FKBP1A FKBP5 FLOT1 FOS FOSB FPR1 FPR2 FPR3 FTH1 FTL FURIN G0S2 GABARAP GABARAPL1 GADD45B GAPDH GGTA1 GK GLIPR1 GLIPR2 GLUL GNA12 GNA13 GNA15 GNAI2 GNAQ GNB1 GNG5 GNS GPAT3 GPR183 GPR84 GPX1 GPX3 GRB2 GRINA GSN GSTO1 HAVCR2 HBEGF HCK HCLS1 HIF1A HIPK2 HLA-DMA HLA-DMB HLA-DOA HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB5 HLA-DRB6 HMGA1 HMOX1 HNMT HNRNPAB HRH2 HSBP1 ICAM1 ID3 IER3 IER5 IFI27L2 IFI30 IFITM3 IFNGR1 IFNGR2 IGSF6 IL10 IL13RA1 IL1B IL1R1 IL1R2 IL1RAP IL1RN IL6R INSIG1 IQGAP1 IQSEC1 IRAK3 IRF2BP2 IRS2 ITGA5 ITGAV ITGAX IVNS1ABP JARID2 JDP2 JMJD1C JUND KCNN4 KCTD12 KDM6B KLF4 KLF9 KLHL2 KPNA4 KTN1 KYNU LACTB LAT2 LCP2 LGALS1 LGMN LHFPL2 LILRB2 LILRB3 LIMS1 LITAF LPCAT2 LRRFIP1 LST1 LUCAT1 LY96 LYZ MACROH2A1 MAFB MALT1 MAN2B1 MAP1LC3B MAP2K1 MAP2K3 MAP3K13 MAP3K2 MAP3K8 MARCHF2 MARCKS MARCKSL1 MAT2A MB21D2 MCL1 MEF2A METRNL MFSD1 MIDN MIR22HG MIR4435-2HG MKKS MMP19 MOB3B MPHOSPH6 MRC1 MS4A4A MS4A6A MS4A7 MSR1 MT1A MT1M MT1X MT2A MTCH1 MXD1 MYD88 MYL6 N4BP1 NAMPT NCF2 NCOR2 NEAT1 NECTIN2 NFE2L2 NFIL3 NFKB1 NIBAN2 NINJ1 NLRP3 NOP10 NPC2 NR4A2 OLR1 OSM OTUD1 PAPSS2 PDE4A PDE4B PDLIM7 PDXK PEA15 PELATON PFKFB3 PHC2 PHLDA2 PICALM PID1 PIK3R5 PIM3 PKIB PLAU PLAUR PLEC PLEK PLEKHB2 PLIN3 PLSCR1 PLXDC2 PMP22 PNP PNRC1 POLR2L POMP PPARD PPIF PPP1CB PPT1 PRELID1 PRKAG2-AS1 PRMT9 PSAP PSTPIP2 PTAFR PTPN1 PTPN12 PTPRE QKI QPCT QSOX1 RAB1A RAB20 RAB31 RAB5C RAB7A RAB8B RAC1 RALA RAP2A RAP2B RASSF2 RB1 RBM47 RBMS1 RBPJ REEP3 REL RGCC RGL1 RGS10 RGS2 RHOB RHOQ RHOU RILPL2 RIN2 RIPK2 RNASE1 RNASE6 RNF13 RNF130 RNF145 RNF149 RNF19B RPS26 RTN4 RUNX1 S100A10 S100A11 S100A6 SAMSN1 SAP30 SAT1 SCGB1A1 SCO2 SDC2 SDC3 SDC4 SDS SEC14L1 SEC61G SEM1 SEMA4D SEMA6B SERF2 SERP1 SERPINB8 SERPINB9 SFPQ SGK1 SH2B3 SH3BP5 SH3PXD2B SHOC2 SHTN1 SIPA1L1 SIRPA SKAP2 SKI SKIL SLAMF8 SLC11A1 SLC16A10 SLC16A3 SLC1A3 SLC20A1 SLC25A37 SLC2A3 SLC31A2 SLC39A1 SLC43A2 SLC43A3 SLC66A2 SLC6A6 SLC7A5 SLCO2B1 SMIM3 SNCA SNHG15 SNX8 SOAT1 SOCS3 SOD2 SORL1 SPAG9 SPHK1 SPI1 SPINT2 SPRED1 SRC SRGN ST14 ST8SIA4 STAB1 STARD4 STK24 STX6 SUMO3 SUSD6 SYAP1 SYNCRIP TAMALIN TBC1D14 TBXAS1 TCN2 TFDP1 TFRC TGFBI THBD THBS1 TIMM8B TIMP1 TLNRD1 TLR1 TLR2 TLR4 TM9SF3 TMBIM6 TMEM167A TMSB10 TNFAIP3 TNFRSF12A TNFRSF1A TNFSF13B TNFSF8 TOM1 TOP1 TP53BP2 TPM3 TPM4 TPP1 TPT1 TREM1 TRMT6 TTYH3 TUBA1C TYMP TYROBP UBXN2B UPP1 USP32 USP53 VAMP8 VASP VCAN VDR VEGFA VSIG4 WBP1L WTAP YBX3 YWHAE YWHAH YWHAZ ZC3H12A ZDHHC20 ZEB2 ZFAND5 ZFP36L1 ZFYVE16 ZMIZ1 ZNF331 ZNF706 ZSWIM6 ZYX TRAVAGLINI_LUNG_FIBROMYOCYTE_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_FIBROMYOCYTE_CELL ACTG2 AQP1 CKB CLDN1 CLU COL23A1 FGF18 FNBP1 FNDC1 GREM2 HHIP KCNMA1 KCNMB1 LGR6 LINC00578 PLXNA4 PRUNE2 RAMP1 SBSPON SCARA3 SCX SYNPO2 TCEAL2 WIF1 XIST TRAVAGLINI_LUNG_GOBLET_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_GOBLET_CELL A4GALT ADGRF1 AGR2 AK2 AKR1C1 AKR1C3 ALDH2 ARL1 ASS1 ATP12A B3GNT3 B4GALT4 BACE2 BIK BPIFA1 BPIFB1 BZW1 C15orf48 C3 CAPN13 CARHSP1 CD82 CHL1 CHP2 CLINT1 CMPK1 COMTD1 COPB2 CP CRABP2 CRACR2B CST3 CSTB CTSB CTSC CXCL1 CXCL17 CXCL6 CYBA CYP2F1 CYP2J2 DHRS9 DNAJC12 DNAJC3 ECE1 FAM114A1 FAM3C FAM3D FBXW5 FKBP11 FUT2 FUT3 FUT6 GALNT6 GLIPR2 GLRX GMDS GNA15 GOLM1 GSTA1 GTF3C6 HS3ST1 IFI16 IGFBP3 KDELR2 KLF4 KRT7 LCN2 LGALS3 LGALS9 LINC00342 LRRC26 MARCKSL1 MDK MGST1 MSMB MUC16 MUC4 MUC5B MYDGF NANS NDRG2 NHERF2 NIBAN1 NUCB2 OAS1 OAT P4HB PAM PDIA4 PDLIM5 PGD PIGR PKM PLAAT4 PLEKHS1 PODXL PSCA PSMB10 PTGES RAMP1 RDH10 REEP3 RER1 RHOC RHOV RND3 RPL18A RRBP1 S100A16 S100P SAT1 SCNN1B SDF2L1 SERINC2 SERPINB3 SERPINB4 SLC12A2 SLC15A2 SLC25A39 SLC26A2 SLC31A1 SLC4A4 SLC5A8 SLC6A14 SLPI SORD SORL1 SPDEF SRD5A3 ST14 ST6GAL1 ST6GALNAC1 STAP2 STEAP1 TGM2 TIMP1 TMPRSS4 TNFSF10 TSPAN8 UAP1 UGP2 VMO1 VTCN1 WFDC2 WFDC21P WNK2 XBP1 TRAVAGLINI_LUNG_IGSF21_DENDRITIC_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_IGSF21_DENDRITIC_CELL ARHGAP18 ATF3 C1QA C1QB C1QC CCL13 CCL2 CD83 CD93 CPM CSF1R CTSL CXCL16 CXCL2 DAB2 F13A1 FCGR2B FOLR2 GATM GFRA2 GGTA1 GPX3 HNMT HSPA7 IGSF21 LGMN LMNA MAFB MAMDC2 MRC1 MS4A4A MS4A6A MS4A7 MSR1 PDGFC PDK4 PLTP PPIC RNASE1 SERPING1 SLCO2B1 STAB1 TGFBI TMEM176B VSIG4 WLS TRAVAGLINI_LUNG_LIPOFIBROBLAST_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_LIPOFIBROBLAST_CELL ABL1 ACSL4 ADAMTS4 ALDH1A3 APOD ATP13A3 B4GALT1 BNC2 C1QTNF1 C1S C3 C7 CCDC71L CCDC80 CD74 CDC42SE1 CDKN1A CDON CEBPB CFI COL1A1 COL3A1 CPXM1 CREM CTH CTSH CXCL12 CXCL2 CYP1B1 CYP26B1 DDX21 DEPTOR DKC1 EIF3J ELL2 ELOVL5 ERRFI1 ESYT2 ETF1 FAM124A FGF7 FNDC4 FOSL1 GATA6 GFPT2 GJA1 GLI3 GPNMB GPRC5A GSPT1 HAS1 HAS2 HK2 HOMER1 IFITM1 IGFBP4 IL1R1 KDM6B KHDRBS3 KLF4 KLF9 LDLR LONRF2 MAFF MAPKAPK2 MARCKSL1 MAT2A MCL1 MEDAG MIDN MLLT11 MMP19 MRTO4 MT1A MT2A MYC NAMPT NCOA7 NFIL3 NGF NGFR NIP7 NNMT NOP16 NR4A2 NR4A3 OAF OSR1 PABPC4 PAPPA PDLIM4 PDPN PGAP1 PHLDA1 PI15 PIM1 PITPNC1 PLA2G2A PLAAT4 PLAUR PLIN2 PLSCR1 PNRC1 PPP1R15B PROS1 PSMG1 PTPN1 PVT1 RARRES1 RDH10 REL RGS2 RGS4 RND3 RSPO3 SEMA6A SERPINE2 SERPINF1 SGK1 SH3BP5 SLC19A2 SLC20A1 SOCS3 SPRY2 SPTSSA SRPX STAT3 SULF2 TBX18 TFPI2 TGIF1 THBS2 TIMP1 TIPARP TMSB10 TRIB1 TSHZ2 TUBA1C TWIST1 TYMP UAP1 UGDH VEGFA WT1 ZFAND5 ZFP36L1 TRAVAGLINI_LUNG_LYMPHATIC_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_LYMPHATIC_CELL ABHD17B ABHD2 ACKR2 ACTN1 ADD3 ADD3-AS1 ADGRG3 AIG1 AKAP12 ANGPT2 ANXA2 APOD APOLD1 ARID5B ARL4A B3GNT7 BACE2 BATF3 BCAT1 BCL7C C1orf198 C6orf141 CCDC80 CCL21 CD200 CD47 CFH CHRDL1 CHST12 CHST15 CLU COL6A2 COLEC12 CREB5 CRTAC1 CST3 CTSD CXXC5 DAD1 DHODH DIPK2B DKK3 DMTN DSP DTX1 EEIG1 EFEMP1 EFNA5 ELK3 ELN EMILIN1 FABP4 FABP5 FAM107B FAM162B FAM174B FHL2 FHL3 FILIP1 FLNC FLT4 FN1 FRMD6 FSCN1 GAS7 GGT5 GGTA1 GLIPR2 GLT8D2 GNAS GPM6A GPR182 GSTA4 GYPC HEBP1 HOMER3 HOXD8 HOXD9 HS3ST1 HSPB1 HYCC1 IGF1 IGFBP5 IGFBP7 IRF8 KLHL4 KRT18 LAMA4 LAMC1 LAPTM5 LAYN LGALS3 LIF LIMS1 LMNA LOX LRATD1 LRRN4CL LSP1 LTBP4 LY96 LYN LYVE1 MAF MAP1B MAP7D3 MEDAG MEGF6 MFAP2 MFAP4 MGLL MGST1 MIR4435-2HG MMP2 MMRN1 MPP7 MRC1 NFIA-AS2 NHSL1 NNMT NR2F1 NR2F1-AS1 NR2F2 NRP2 NTN1 NTS OAF OST4 P3H2 P4HA3 PALM PARD6G PDE1A PDE2A PDGFA PDGFC PDLIM4 PDPN PGAP4 PGM5 PHLDB2 PIEZO2 PKHD1L1 PLBD1 PLIN5 PLP2 PPFIBP1 PPP1R2 PRKAA2 PRKCQ-AS1 PROX1 PRR5 PTPN3 PTPRE PTX3 RAB11FIP1 RAB11FIP5 RAB3IL1 RADIL RARRES2 RASGRP3 RELN RGS16 RHOJ RPL29 RPL39 RPL7 RPS2 RTKN S100A10 SCN3B SCN9A SCNN1B SCRN1 SEMA3A SEMA3D SFRP1 SGCE SIRPA SLC24A1 SLC35E4 SLC38A1 SLC38A2 SLC43A3 SLC7A1 SLCO2B1 SMAD1 SMOC1 SMYD2 SNCG SPHK1 STAB2 STMN1 STON2 TBX1 TFF3 TGFBI TIMP2 TM4SF18 TMEM98 TNFAIP8L3 TRIP6 TSHZ2 TSPAN5 TXN UBTD1 UCP2 UTRN WFS1 TRAVAGLINI_LUNG_MACROPHAGE_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_MACROPHAGE_CELL ABL2 ACER3 ACP5 ACSL1 ACTN1 ACVRL1 ALDH2 ALOX5AP ANPEP ANXA2 ANXA5 AP2S1 APLP2 APOC1 APOE AQP9 ASAH1 ATP6AP1 ATP6V1B2 ATP6V1F AVPI1 BCL2A1 BID C15orf48 C1QA C1QB C1QC C1orf162 C3AR1 CAPG CCDC88A CCL20 CCRL2 CD163 CD74 CD81 CD9 CLIC4 CNDP2 COMT CORO1C COX17 CST3 CSTA CSTB CTSB CTSC CTSD CTSH CTSL CTSS CXCL1 CXCL16 CXCL2 CXCL3 CXCL8 CYBB DAB2 DEFB1 DENND5A ENG ETHE1 FABP4 FABP5 FAM89A FBP1 FCER1G FCGR2A FCGRT FLVCR2 FMNL2 FN1 FPR1 FTH1 FTL GK GLDN GLIPR2 GLUL GPD1 GPNMB GPX1 GPX3 GPX4 GRINA GRN GSN GSTO1 HBEGF HCAR2 HCK HEXB HLA-DQA1 HLA-DQB1 HLA-DRB1 HLA-DRB5 HLA-DRB6 HNMT HSBP1 HSPB1 IFI6 IGFBP2 IGSF6 IL1A IL1B IL1RN IL6 INHBA ISG15 ITGB8 KLF4 KYNU LAP3 LGALS1 LGALS3 LHFPL2 LPL LRP1 LTA4H LYZ MARCO MCEMP1 MGST1 MGST3 MMP19 MOB3B MPHOSPH6 MRC1 MS4A4A MS4A7 MSR1 MT1E MT1M MYD88 NCF2 NOP10 NPC2 NUPR1 OLR1 OSCAR OTUD1 P2RX4 PDLIM1 PGD PILRA PLAUR PLEC PLEKHB2 PLSCR1 PLXDC2 PNPLA6 PPARG PPT1 PSAP QSOX1 RAB10 RAB31 RAC1 RASGEF1B RBP4 RETN RGCC RHOB RNF13 RTN4 S100A10 S100A11 SCARB2 SDC4 SDCBP SERPINA1 SERPING1 SIGLEC1 SIRPA SLC11A1 SLC15A3 SLC43A2 SLC7A7 SLCO2B1 SMCO4 SNX10 SOD2 SPATS2L STAC TCF7L2 TGFBI TGM2 TNFAIP2 TREM1 TREM2 TSPO TUBA1C TUBB2A TYMP TYROBP VAT1 VDAC1 VIM VSIG4 YBX1 YWHAH TRAVAGLINI_LUNG_MESOTHELIAL_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_MESOTHELIAL_CELL AADAC ABCA1 ABRACL ACSL4 ADAMTS9 AK6 AKR1A1 ALDH1A3 ALKBH7 ALOX5AP ANKRD28 ANP32B ANXA3 AP1S1 AP2S1 APOA1 APOC1 APOL2 APRT AQP3 ARAP2 AREG ARF6 ARHGAP23 ARL4A ARL6IP1 ARPC1B ARPC5L ASPHD1 ATOX1 ATP13A3 ATP2B1 ATP5F1E ATP5MC2 ATP5MF ATP5MJ ATP6V0E1 B2M B4GALT1 B4GALT5 BACE1 BACH1 BAX BBLN BCL3 BDKRB1 BICC1 BMP2 BNC1 BNC2 BTF3L4 BYSL C19orf33 C19orf53 C1QA C1QB C1QC C1orf162 C2 C3 C4orf48 CA12 CADM3 CALB2 CAPG CASP2 CASP4 CBX3 CCDC25 CCDC71L CCDC80 CCL7 CCNG1 CCNYL1 CD200 CD47 CD55 CD7 CD74 CDH2 CDK5RAP2 CENPW CFB CFI CHI3L1 CHP1 CIB1 CISD1 CITED4 CKS2 CLDN1 CLDN15 CLIC3 CLNS1A CLTC CNIH1 CNIH4 CNKSR3 COL1A1 COL3A1 COL5A2 COTL1 COX17 COX4I1 COX6B1 COX7C CPA4 CPXM1 CRB2 CRLS1 CTDNEP1 CTNNAL1 CTTN CUTA CXADR CXCL6 CYB5A CYP27A1 CYRIB DAB2 DAPK1 DCBLD2 DDX21 DECR1 DHCR24 DKK1 DMKN DPYSL3 DSC3 DSG2 DSP DUSP23 DUSP4 DUSP6 DYNLT1 EBPL ECT2 EEF1B2 EEF1G EFNA1 EFNB2 EIF1AY EIF3A EIF3M EIF4EBP1 ELOC ELOVL5 EMB ENO1 ENY2 EPGN EPHB6 ERGIC3 ERP29 ERRFI1 EVA1C F2RL1 FAAP20 FABP4 FABP5 FAM110C FAM153CP FAM174C FAM20A FBL FBXO2 FCER1G FDCSP FDXR FGG FIS1 FKBP11 FKBP1A FLNB FLNC FMO1 FOXC1 FST FXYD5 GALNT1 GALNT9 GAP43 GAPDH GAS1 GAS5 GATA6 GCHFR GCLM GCSH GFPT2 GGCT GJA1 GMFB GMPPA GMPR GNG11 GNG5 GOLM1 GPX1 GSTK1 GTF2I GTF3C6 H19 HAS1 HDAC2 HDLBP HEG1 HIF1A HIGD2A HINT1 HK2 HLA-B HLA-DMA HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB5 HLA-DRB6 HLA-F HMGN1 HMGN3 HNRNPAB HP HPCAL1 HRH1 HS2ST1 HSD17B6 HSPD1 HSPE1 IER5 IFI16 IFI27 IFI30 IFITM1 IFT25 IGBP1 IGFBP1 IGFBP4 IGFL2 IL18 IL1R1 IL1RAP IL20 IL6ST ILF2 ISOC2 ITLN1 JPT1 KCNK1 KDELR3 KDR KIF21A KLF16 KLF5 KLK11 KLK8 KPNA2 KRT10 KRT18 KRT19 KRT5 KRT8 KTN1 LAP3 LETM1 LGALS1 LGALS2 LHFPL2 LINC01133 LRATD2 LRP2 LRRC59 LSM5 LSR LXN LY6E LY96 LYZ MAF MAN2B1 MAP4K4 MARCHF3 MARCKSL1 MARCO MAST4 MCUB MEDAG MEIS2 MELTF MEST METAP2 METRN MFAP2 MFSD2A MGARP MGAT4B MGST1 MICOS10 MIF MIR4435-2HG MMD MPHOSPH6 MPST MRPL11 MRPL12 MRPL14 MRPL23 MRPL36 MRPL41 MRPL51 MRPS21 MRPS33 MRTO4 MSANTD3 MSLN MST1 MT1E MT1F MT1G MT1H MT1L MT1X MT2A MTCH2 MUC16 MYL6B MYRF MZT2A MZT2B NACA2 NAMPT NCL NCOA7 NDUFA1 NDUFA3 NDUFA7 NDUFAF8 NDUFB2 NDUFB5 NECTIN3 NENF NHERF1 NHP2 NME1 NMI NNMT NONO NOP10 NOP16 NPC2 NPM1 NQO1 NSG1 OCIAD2 ODC1 OGN OLA1 OSR1 OSTC PAFAH1B3 PAIP1 PAPPA PDLIM4 PDPN PDXK PDZK1IP1 PGLS PGM2 PHGDH PHLDA2 PHPT1 PIM1 PKP2 PLA2G12A PLA2G2A PLAAT3 PLAAT4 PLIN2 PLOD2 PLSCR1 PODXL POLD4 POLR2I POLR2L PPA1 PPA2 PPIL1 PPP1R14B PPP1R15B PRDX3 PRDX5 PRDX6 PRG4 PRKCI PROCR PRSS23 PSMA2 PSMB8 PSMB9 PSME2 PTGER3 PTGFRN PTGIS PTGS1 PTMA PTPRF PTRHD1 PYCARD RAB13 RAB31 RAB7B RAI1 RAMP2 RARRES1 RBBP8 RBP1 RBP4 RDH10 REC8 RGS10 RGS17 RGS4 RMDN1 RNF145 RNF149 RPA3 RPL10 RPL10A RPL11 RPL12 RPL13 RPL13A RPL13AP5 RPL14 RPL17 RPL18 RPL18A RPL19 RPL22L1 RPL23 RPL23A RPL26 RPL27 RPL27A RPL28 RPL29 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL37 RPL37A RPL38 RPL39 RPL4 RPL41 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP0P2 RPLP1 RPLP2 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4Y1 RPS5 RPS6 RPS8 RPS9 RPSA RPSA2 RRP1 S100A10 S100A16 S100A6 SAT1 SCAND1 SCO2 SCP2 SDC4 SEC11A SEC61G SELENOH SERP1 SERPINA1 SERPINB2 SERPINB4 SERPINE1 SET SF3B5 SGK1 SH3BGRL3 SH3BP5 SH3GLB1 SIPA1L2 SLC12A8 SLC16A1 SLC18B1 SLC20A1 SLC39A8 SLC7A8 SLIRP SLPI SMOX SNHG29 SNHG5 SNRPD1 SNRPE SNRPF SNRPG SOD2 SPSB1 SPTSSA SQOR SRP19 SSR4 ST3GAL5 STAP2 STAT1 STEAP1 STMN1 STMP1 STXBP2 SULF1 SULF2 SYCE1L SYNCRIP TAF10 TCEAL9 TCTN1 TFPI2 TFRC TGFB1 TGIF1 TGM1 THAP9-AS1 THBS2 TIMM13 TIMM17A TIMM8B TIMM9 TIMP1 TJP2 TM4SF1 TMED3 TMEM132A TMEM134 TMEM141 TMEM14B TMEM14C TMEM160 TMEM165 TMEM176A TMEM219 TMEM256 TMEM258 TMEM70 TMEM91 TMEM98 TMOD3 TMSB10 TMSB4X TNFRSF12A TNFRSF21 TNFSF13B TNFSF14 TNNT1 TOMM22 TOMM5 TP53I3 TP53TG1 TPBG TPM3 TPT1 TRAF4 TRAPPC1 TRAPPC2L TRAPPC5 TRAPPC6A TSPO TSTD1 TUBA1C TUBB2A TUBB3 TXN TXNDC17 TXNL4B TYMP TYROBP UAP1 UBA52 UBE2D1 UBE2L3 UBE2L6 UBE2S UGCG UGDH UGP2 UPK1B UPK3B UQCR11 UQCRB UQCRH UQCRQ UROD UROS UXT VAMP8 VAPA VCAM1 VTN WARS1 WFDC2 WT1 WWC1 ZFAS1 ZMAT3 ZNF330 ZNF593 ZNHIT1 TRAVAGLINI_LUNG_MUCOUS_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_MUCOUS_CELL ADAM28 ADM AKR1C1 AKR1C2 ALDH1A3 ANKRD36C ANPEP ASS1 ATP12A AZGP1 BACE2 BID BPIFA1 BPIFB1 C15orf48 C3 CBR3 CCL2 CCL20 CDC42EP5 CFB CLU CP CPD CRISP3 CRYM CSF3 CSTB CTSB CTSC CX3CL1 CXCL1 CXCL10 CXCL3 CXCL6 CXCL8 CYP2F1 DEFB4A DUSP23 DUSP5 ERO1A FCGBP GPX3 HILPDA HIPK2 HLA-DQA1 HLA-DQA2 HS3ST1 HSD17B2 IDO1 IFITM1 IGFBP3 IL6 INSR IRAK3 KDR KLK10 KLK11 KLK12 KYNU LAG3 LCN2 LIF LINC00342 LTF LY6E LYN MDK MED24 MMP7 MSMB MUC4 MUC5B MUCL1 NHERF2 PDZK1IP1 PI3 PIGR PLK2 PROM1 PTGES PTP4A3 RARRES1 RASD1 RDH10 REEP3 RHOV RIMS1 RPS26 S100A9 S100P SAA1 SAA2 SAT1 SCGB1A1 SCGB3A1 SERPINA3 SERPINF1 SLC26A2 SLC26A4 SLC4A4 SLC5A5 SLPI SMIM31 SOD2 SORD SRD5A3 ST3GAL1 STT3B TFF3 TFPI2 TGM2 TIMP1 TMC5 TMEM165 TMEM45A TNFAIP2 TNFSF10 TNIP3 TSPAN8 UBD VMO1 WFDC2 XBP1 ZG16B TRAVAGLINI_LUNG_MYELOID_DENDRITIC_TYPE_1_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_MYELOID_DENDRITIC_TYPE_1_CELL ALDH2 ARHGAP31 AXL CLIC2 CST3 CTSH CTSZ CXCL16 DPYSL2 DSE FGL2 GAS6 HLA-DQA1 HLA-DRB5 KLF4 RAB31 SERPINF1 SNX8 SPINT2 TRAVAGLINI_LUNG_MYOFIBROBLAST_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_MYOFIBROBLAST_CELL ALDH2 ANGPTL6 ASPN ATP1B1 BCHE C16orf89 CCDC146 CCDC68 CCN2 CD9 CFH CLU CNN3 COL12A1 COL16A1 COL1A1 COL3A1 COMP CREB5 CTHRC1 CXCL14 CYSLTR1 DKK3 DPT ENC1 FGF18 GEM HS3ST3A1 LINC00632 LTBP2 LUZP2 LXN MMP2 NEDD9 NOTUM NTM PAMR1 PCSK1N PDGFC PDLIM3 PKIG POSTN PRELP PSTPIP1 PTGER1 RARRES1 ROBO1 ROBO2 S100A10 SCARA3 SFTA1P SLITRK6 TGFBI TGFBR3 THBD TNC TNFRSF19 TSPAN8 TYRP1 USP18 VCAN VIM WDR91 WIF1 WNT5A TRAVAGLINI_LUNG_NATURAL_KILLER_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_NATURAL_KILLER_CELL ABHD17A ABI3 ADGRG1 AKNA AKR1C3 ANKRD20A11P AOAH APMAP APOBEC3G AREG ARL4C ARPC2 B2M BIN2 BPGM C12orf75 C1orf21 CALM1 CCDC107 CCL5 CD160 CD244 CD247 CD300A CD7 CEP78 CHST12 CHST2 CLEC2B CLIC3 CMC1 CNOT6L CST7 CTSW CX3CR1 DDIT4 DHRS3 DHRS7 DTHD1 DUSP2 EBP EFHD2 ETS1 F2R FCGR3A FCRL6 FGFBP2 FKBP11 GFOD1 GIMAP7 GNG2 GNLY GPR65 GSAP GYPC GZMA GZMB GZMH GZMM HAVCR2 HDDC2 HLA-C HOPX HSH2D ID2 IFITM1 IGFBP7 IL2RB IL2RG IRF1-AS1 ISG20 ITGAL ITGB2 KLRB1 KLRC1 KLRC2 KLRC3 KLRD1 KLRF1 LITAF MAPK1 MAPRE2 MATK MYBL1 MYOM2 NCALD NHERF1 NKG7 NMUR1 OSBPL5 OSTF1 PFN1 PIP4K2A PLAAT4 PLAC8 PPP2R5C PRDM1 PRF1 PRKCH PRSS23 PTGDR PTPN4 PYHIN1 RAC2 RAP1B RASSF1 RHOC RUNX3 S1PR5 SAMD3 SELPLG SH2D1B SH2D2A SIGLEC7 SLA2 SLAMF7 SPN SPON2 SYNE1 SYTL3 TBX21 TFDP2 TIGIT TMIGD2 TPST2 TTC38 TXK UBB USP28 YPEL1 ZAP70 ZBTB16 TRAVAGLINI_LUNG_NATURAL_KILLER_T_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_NATURAL_KILLER_T_CELL B2M CD69 CD7 CRTAM CTSW CXCR3 CXCR4 DUSP2 GATA3 GNLY GZMB HLA-C HOPX ID2 IL2RB ITGA1 KLRC1 KLRC2 KLRC3 KLRD1 KRT81 KRT86 MYL12A NKG7 PRF1 RGS1 SH2D1B SLA2 SOCS1 TNFRSF18 XCL1 XCL2 XIST ZNF683 TRAVAGLINI_LUNG_NEUROENDOCRINE_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_NEUROENDOCRINE_CELL ACTL6B AKR1B1 AMIGO2 APLP1 ASCL1 ATP6V0E2 BAMBI BEX1 BEX2 C3orf14 CALD1 CALY CAMK2B CAMLG CELF3 CHGB CHST1 CIRBP CPE CPLX2 CRMP1 CTNNA2 DDC DGKB DIRAS3 DISP2 DNAJC12 DPYSL3 DRAIC DUSP26 DYNC1I1 ELAVL4 ELMO1 ENO2 EPIST ESPL1 ESPN FXYD2 FXYD6 GFRA3 GNAO1 GNG4 GRIA2 GRP HAGH HLA-A HOXB2 IL17RB INA INSM1 KCNH2 KCNK12 KCTD8 KIF1A KIF5C LRRTM3 LSAMP LYPD1 MAP1B MB MEG3 MIAT MIR7-3HG NCAM1 NEB NEGR1 NENF NEURL1 NNAT NOL4 NOS1AP NPDC1 NRXN1 PAK3 PAM PCBP3 PCSK1 PCSK1N PCSK2 PHGR1 PIEZO2 PITX1 PKIB PODXL2 PPP1R17 PRDX2 PROX1 PTMS PTPRN RALYL RASD1 RIMS2 RPRM RUNDC3A SCG2 SCG3 SCG5 SCGN SCN3A SEC11C SERTAD4BP SEZ6L SLC35D3 SLC35G2 SNAP25 SNAP91 SOD3 SPHKAP SSR4 STMN1 STMN2 STXBP5L SYT1 SYT13 SYT4 SYT7 TAGLN3 TBCA TCEAL7 TCF4 TMEM176A TMEM176B TNFRSF11B TUBB2B UCHL1 UNC80 VAMP2 ZNF483 TRAVAGLINI_LUNG_NEUTROPHIL_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_NEUTROPHIL_CELL ABHD5 ABTB1 ACSL1 ACTN1 ADAM8 ADGRG3 ADM ALDH16A1 ALOX5AP ALPL AMPD2 ANKRD44 ANPEP APOBEC3A AQP9 ARG1 ARHGAP1 ARHGAP9 ARHGEF1 ARHGEF40 ARPC4 ARRB2 ASPH ATG16L2 ATG2A ATP5F1E ATP6V1F B4GALT1 B4GALT5 BASP1 BBLN BCL2A1 BCL3 BCL6 BEST1 BRD4 BRI3 BST1 BTG2 C16orf54 C4orf3 C4orf48 C5AR1 C5AR2 CA4 CALM3 CASP2 CATIP CCDC88B CCNI CCNJL CDA CDC42SE1 CDK11B CDK2AP2 CEACAM3 CEBPB CEBPD CEBPZ CHI3L1 CHST15 CHTOP CICP27 CIRBP CKAP4 CLEC4D CLEC4E CLEC7A CMTM2 CNPPD1 CORO1A COX5B COX6B1 COX7A2 COX8A CPD CR1 CREB5 CRISPLD2 CSF3R CSNK1D CSTB CTDNEP1 CTSD CTSS CWC15 CXCL8 CXCR1 CXCR2 CYP4F3 CYTH1 DAPK2 DDX17 DENND3 DGAT2 DHX34 DNAH17 DOCK11 DOK3 DUSP1 DYSF EIF4EBP2 ELAPOR1 EMB EMP3 ENTPD1 EPC1 F8A1 FAM107B FAM89B FCGR2A FCGR3B FFAR2 FGD3 FGD4 FKBP5 FKBP8 FOS FPR1 FPR2 FTH1 FTH1P10 FTH1P20 FTH1P3 FTH1P7 FTH1P8 FTL FTLP3 G0S2 G6PD GCA GIGYF1 GLT1D1 GNAI2 GNB2 H3-3A H3P6 HAL HCLS1 HERC1 HLA-B HLX HNRNPUL1 IFITM2 IFITM3 IFRD1 IGF1R IGF2R IL17RA IL18RAP IL1R2 IL1RAP IL2RG IRAK3 IRS2 ITGAX JAML JTB JUNB JUND KCNJ15 KDELR1 KDM6B KLF2 KMT2E-AS1 KY LAMTOR2 LAMTOR4 LCP2 LIMK2 LPAR2 LRG1 LRP10 LRRK2 LUCAT1 MAP1LC3B2 MAPKAPK2 MARCHF6 MARCKS MAST3 MAX MCL1 MEFV MEGF9 METTL26 MGRN1 MHENCR MIDN MKNK2 MME MMP25 MMP9 MNDA MRTFA MSL1 MSRB1 MTND5P32 MX2 MXD1 MYL6 MYO1F MZT2B NAMPT NAMPTP1 NAP1L4 NBEAL2 NBPF10 NCF1 NCF1B NCF1C NCF2 NCF4 NDUFA1 NDUFB1 NDUFB3 NDUFS6 NEAT1 NFAM1 NFE2 NIBAN1 NOP10 NPIPB13 NTNG2 ORAI2 P2RY13 PADI2 PAN3 PCBP1-AS1 PDLIM7 PELATON PELI1 PER1 PFKFB2 PFKFB3 PGD PGGHG PGLYRP1 PHC2 PHOSPHO1 PI4KA PKM PLAUR PLIN5 PLK3 PLPPR2 PLXNC1 POM121 POU2F2 PPP1R35 PPP3CA PREX1 PROK2 PRR13 PSMA6 PTGES3P1 PTGS2 PYGL R3HDM2 R3HDM4 RAB5C RALB RASGRP4 RASSF3 RBM47 RBMS1P1 REPS2 RESF1 RGS18 RGS2 RNA5SP151 RNA5SP207 RNF145 RNF149 RNF213 RNF24 RPL12P12 RPL3P7 RPL7AP30 RPS19BP1 RPS19P3 RPSAP15 RTN3 RUBCNL S100A11 S100A12 S100A6 S100A8 S100A9 S100P SAMSN1 SAT1 SEC14L1 SELENOK SELL SIPA1L2 SIRPB1 SLA SLC11A1 SLC16A3 SLC25A37 SLC2A3 SLC35E2B SLC45A4 SLC6A6 SMAP2 SMCHD1 SNHG3 SOCS3 SOD2 SORL1 SPI1 SPTAN1 SRGN STEAP4 STK38 STX3 SUN2 SUPT16H TAPBP TBL1X TKT TLE3 TLR2 TLR4 TLR6 TMA7 TMCC3 TMEM154 TMEM259 TMEM91 TMSB4XP4 TMUB1 TNFAIP3 TNFRSF10C TNFRSF1A TOP1 TP53INP2 TREM1 TRIB1 TSTD1 TWF2 TXNL4A TYROBP UBALD2 UBE4A ULK1 UNC13D UQCRHL VAMP2 VASP VNN2 VNN3P VSIR WAS WASH3P WASH7P WASHC1 WDFY3 XPO6 YJU2B YPEL3 ZBTB7A ZDHHC18 ZFAS1 ZNF518A ZNF638 TRAVAGLINI_LUNG_NONCLASSICAL_MONOCYTE_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_NONCLASSICAL_MONOCYTE_CELL ABI3 ADGRE1 ADGRE2 ALDH3B1 AMPD2 AP1S2 APH1B ASAH1 ATG3 ATP1A1 ATP1B3 BCL2A1 BID BRI3 C15orf39 C19orf38 C1orf162 C5AR1 C9orf72 CASP1 CD300A CD300C CD300E CD300LF CD4 CD86 CDH23 CEBPB CFP CHST15 CKB CLEC12A CLEC7A CMTM6 CNIH4 COTL1 CPPED1 CPVL CSF1R CST3 CTSS CUX1 CXCL16 CYBB DMXL2 DUSP1 DUSP6 EHBP1L1 ETS2 FAM110A FCER1G FCGR3A FCGRT FCN1 FGD2 FGL2 FGR FTH1 FTL GCH1 GNS GPBAR1 GSTP1 HCK HES1 HES4 HK3 HMOX1 HSBP1 IFITM3 INSIG1 INSR IRAK3 ISG15 ITGAX KIAA0930 KLF3 KLF4 KYNU LFNG LGALS9 LILRA5 LMO2 LRRC25 LST1 LTA4H LYN LYPD2 LYST MAFB MAP3K1 MARCHF1 MGAT1 MPEG1 MS4A7 MTSS1 MYD88 MYO1G NAAA NAGA NAP1L1 NBPF14 NCF2 NEURL1 NFAM1 NFKBIZ NPC2 NPL OAS1 P2RY13 PAG1 PAPSS2 PECAM1 PHF19 PIK3AP1 PILRA PLXNB2 POU2F2 PPP1R17 PRAM1 PSAP PTPN6 RAB10 RARA RELT RGS18 RGS19 RHOB RHOC RIN1 RNF13 RNF144B RNPEP RRAS RXRA S100A11 SAT1 SCIMP SECTM1 SERPINA1 SFMBT2 SH2D3C SH3BP2 SIDT2 SIGLEC10 SLC11A1 SLC24A4 SLC31A2 SLC7A7 SMCO4 SNN SNX18 SPI1 STXBP2 TAGLN TBC1D8 TBXAS1 TCF7L2 TCIRG1 THEMIS2 TIMP1 TLR4 TNFRSF1B TNFSF10 TNFSF13B TSPAN14 TTYH3 TYMP TYROBP UBE2R2 UNC119 UNC93B1 UTRN VMO1 VMP1 WARS1 ZEB2 ZFAND5 ZNF385A ZNF703 TRAVAGLINI_LUNG_OLR1_CLASSICAL_MONOCYTE_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_OLR1_CLASSICAL_MONOCYTE_CELL ABCA1 ABL2 ACOD1 ACSL1 ACSL3 ACSL4 ACSL5 ACTB ACTG1 ACTN1 ACTR2 ACTR3 ADA ADA2 ADAM17 ADAM19 ADAM8 ADAM9 ADGRE2 ADM AGFG1 AGO2 AHR AIF1 AK4 ALOX5AP AMPD3 ANGPTL4 ANPEP ANTXR2 ANXA2 ANXA5 APLP2 APOBEC3A AQP9 ARF4 ARF6 ARFGAP3 ARHGAP31 ARHGDIA ARL4A ARL8B ARPC1A ARPC5 ARRB2 ASAP1 ASPH ATF3 ATF5 ATF6 ATP13A3 ATP1A1 ATP1B3 ATP2A2 ATP2B1 ATP2B1-AS1 ATP5F1E ATP5MJ ATP5MK ATP6V1B2 ATP6V1C1 ATP6V1F AZI2 AZIN1 B3GNT5 B4GALT5 BACH1 BASP1 BATF3 BAZ1A BCAT1 BCKDK BCL2A1 BCL3 BID BIRC2 BRI3 BZW1 C15orf48 C1orf122 C3AR1 C4orf3 C5AR1 C9orf72 CAMKK2 CAPNS1 CARD19 CASP1 CASP4 CCL2 CCL20 CCL3 CCL7 CCNL1 CCR1 CCRL2 CD14 CD163 CD274 CD300E CD44 CD53 CD55 CD58 CD83 CD93 CDC42EP2 CDKN1A CDV3 CEBPB CEP170 CFD CFLAR CFP CHD1 CHIC2 CHMP1B CHMP4B CHST11 CHST15 CKAP4 CLDN5 CLEC4A CLEC4D CLEC4E CLEC5A CLEC7A CLIC1 CLIC4 CLTC CMTM6 COX8A CPD CPVL CSF2RA CSF3R CSNK1A1 CSRNP1 CSTA CSTB CTNNA1 CTNNB1 CTSB CTSH CTSL CTSS CUX1 CXCL1 CXCL10 CXCL16 CXCL2 CXCL3 CXCL8 CYBB CYFIP1 CYRIA CYSTM1 CYTOR DAZAP2 DDX21 DDX3X DDX3Y DDX60L DENND5A DGAT2 DICER1 DMXL2 DNAAF1 DNAJB6 DNTTIP2 DOCK10 DOK3 DOT1L DPH3 DPYD DRAM1 DSE DUSP1 DUSP6 DYSF EAF1 ECE1 EFHD2 EHBP1L1 EHD1 EHD4 EIF1 EIF1B EIF4E EIF4G1 EIF4G2 ELK3 ELL ELL2 ELOC EMD EMILIN2 EML4 EMP1 EMP3 ENG ENO1 EPAS1 EPB41L3 EPSTI1 ERBIN ERCC1 EREG ERGIC1 ETF1 ETS2 ETV6 FAM107B FCAR FCER1G FCGR1A FCGR2A FCGRT FCN1 FERMT3 FFAR2 FGR FKBP5 FLNA FLOT1 FLT1 FMN1 FNDC3A FNDC3B FNIP2 FOS FOSB FOSL2 FPGS FPR1 FPR2 FTH1 FTH1P3 FURIN G0S2 GABARAP GABARAPL1 GADD45B GAPDH GBP1 GBP2 GCA GCH1 GK GK5 GLIPR2 GNA12 GNA13 GNA15 GNB1 GNB4 GNG5 GPCPD1 GPR132 GPR137B GPR183 GPR35 GPR84 GPX1 GPX4 GRAMD1A GRB2 GRINA GSAP GSTO1 H3-3B H3P6 HAMP HAVCR2 HBEGF HCAR2 HCAR3 HCK HCLS1 HIF1A HIP1 HIPK2 HIPK3 HIVEP2 HIVEP3 HMGA1 HMOX1 HNRNPA2B1 HNRNPA3 HNRNPC HNRNPM HPSE HS3ST3B1 HSBP1 HSPA5 ICAM1 IER3 IFI30 IFIT3 IFITM3 IFNAR1 IFNGR2 IGSF6 IL10 IL13RA1 IL1A IL1B IL1R1 IL1R2 IL1RAP IL1RN IL4I1 IL4R IL6 IL6R IL6ST INSIG1 IPO7 IQGAP1 IRAK1 IRAK2 IRAK3 IRF2BP2 IRF7 IRS2 ISG15 ITGA5 ITGAV ITGAX ITPRIPL2 IVNS1ABP JAK1 JARID2 KANK1 KCNN4 KCTD12 KCTD20 KDELR2 KDM6B KDM7A KLF10 KLHL5 KPNA4 KRAS KYNU LACC1 LACTB LAIR1 LAP3 LAT2 LCP1 LCP2 LDHA LGALS1 LHFPL2 LILRA1 LILRA5 LILRA6 LILRB1 LILRB2 LILRB3 LILRB4 LIMK2 LIMS1 LITAF LMNB1 LRG1 LRRC8C LST1 LUCAT1 LY96 LYN LYZ MAD2L2 MAFB MAML2 MAP1LC3B MAP2K1 MAP2K3 MAP3K20 MAP3K7CL MAP3K8 MAP4K4 MAPKAPK2 MAPRE1 MARCHF2 MARCKS MARCKSL1 MAT2A MCEMP1 MCL1 MCUB MED13 METRNL METTL9 MIDN MIR22HG MIR3945HG MIR4435-2HG MKKS MMP19 MPHOSPH6 MPP1 MS4A7 MSN MT2A MTCH1 MTF1 MTSS1 MX2 MXD1 MYD88 MYH9 MYL6 MYO1G N4BP1 N4BP2 NABP1 NAMPT NBN NBPF10 NBPF14 NCF2 NCOR2 NDRG1 NDST2 NDUFV2 NEAT1 NECTIN2 NEK6 NFAT5 NFKB1 NFKBIA NFKBIE NIBAN2 NINJ1 NLRP3 NOP10 NOTCH2 NPC2 NRIP3 NUMB NUP62 NUS1 ODF3B OGFR OLIG1 OLR1 OSM OTUD1 P2RX4 PARP14 PCBP1 PCNX1 PDE4A PDE4B PDLIM7 PDSS1 PDXK PEA15 PEDS1 PELATON PELI1 PET100 PFKFB3 PFN1 PGK1 PHC2 PHLDA2 PICALM PID1 PIK3AP1 PIK3R5 PIM3 PITPNA PKM PLAUR PLEC PLEK PLEKHB2 PLEKHG2 PLEKHO2 PLIN3 PLK3 PLSCR1 PMEPA1 PNP PNPLA8 PNRC1 POMP PPIF PPP1CB PPP1R15A PPP1R15B PPP1R18 PPP1R3B PPP4C PRELID1 PRNP PSAP PSEN1 PSMA6 PSTPIP2 PTAFR PTGER2 PTGS2 PTPN1 PTPN12 PTPN2 PTX3 PURB PXN QKI QPCT RAB10 RAB13 RAB1A RAB20 RAB31 RAB7A RAB8B RABGEF1 RAC1 RALA RALGDS RANBP2 RAPGEF1 RAPGEF2 RARA RASSF4 RBM17 RBM47 RBMS1 RBP7 RELB RGCC RGL1 RGS10 RHOA RILPL2 RIN2 RIPK2 RN7SL1 RNF144B RNF145 RNF19B ROCK1 RP2 RPS24 RPS26 RPS9 RRAGC RTN4 RUNX1 RYBP S100A10 S100A11 S100A12 S100A6 S100A8 S100A9 SAMSN1 SAR1A SAT1 SAT2 SBNO2 SCO2 SDC2 SDCBP SEC61B SEC61G SEMA6B SERF2 SERP1 SERPINA1 SERPINB1 SERPINB8 SERPINB9 SFPQ SH2B3 SH3BP2 SH3GLB1 SHOC2 SIGLEC10 SIGLEC14 SIGLEC9 SIPA1L1 SIRPA SKI SKIL SLA SLAMF1 SLC11A1 SLC15A3 SLC16A10 SLC16A3 SLC16A6 SLC1A3 SLC25A37 SLC2A3 SLC2A6 SLC36A4 SLC39A8 SLC43A2 SLC43A3 SLC44A1 SLC66A2 SLC6A6 SLC7A5 SLCO4A1 SMCO4 SMIM3 SMPDL3A SMS SNAI1 SNHG15 SNHG16 SNN SNX10 SNX9 SOCS3 SOD2 SPAG9 SPCS3 SPHK1 SPI1 SPPL2A SQLE SQOR SRC SRGN ST3GAL2 STARD4 STAT3 STEAP4 STK24 STK40 STX11 STX6 STXBP2 SUB1 SURF4 SUSD6 SYK TCIRG1 TCN2 TET2 TFRC TGFBI THBD THBS1 TIMM17A TIMP1 TLE3 TLNRD1 TLR2 TLR4 TMED5 TMEM120A TMEM165 TMEM167A TNFAIP2 TNFAIP3 TNFAIP6 TNFAIP8 TNFRSF1A TNFRSF1B TNFSF8 TNIP1 TNIP2 TNIP3 TNS3 TOM1 TOP1 TP53BP2 TPM4 TPP1 TPST1 TPT1 TRAF1 TRAPPC5 TREM1 TRIM25 TRIP12 TRMT6 TYMP TYROBP UAP1 UBE2D1 UBE2D3 UBE2E1 UBE2Z UBL5 UBR4 UFM1 UPP1 USP32 VASP VCAN VDR VEGFA VIM VPS9D1 WARS1 WDFY3 WDR1 WTAP XBP1 YBX3 YWHAE YWHAG YWHAZ ZBTB43 ZC3H12A ZDHHC20 ZEB2 ZFP36L1 ZMIZ1 ZNF267 ZNF385A ZNF706 ZNFX1 ZSWIM6 ZYX TRAVAGLINI_LUNG_PERICYTE_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_PERICYTE_CELL ADAMTSL3 ADCY3 ADGRD1 ADGRF5 ADGRG6 AFAP1L2 AGTR1 ANKRD44 APOE APOLD1 ARHGDIB ARHGEF17 B2M CADM1 CCDC102B CCDC68 CDH19 CDH6 CHN1 CHST2 CLMN COL4A1 COL4A2 COX4I2 CPM CSPG4 DGKG DPYSL2 DUSP4 EBF1 EFEMP1 EFHD2 EGFL6 ESAM ETV5 EZR F2R FAM162B FARP1 FOXF1 FOXF2 GABRB2 GJA4 GJC1 GMFG GPC4 GPX3 GUCY1A2 HIGD1B HSPA2 IGFBP2 IMPA2 INSC ITGA1 ITM2C KCNK17 KCNK3 LAMB1 LAMC3 LPL LRCOL1 MATN3 MCAM MEST MYO10 MYO1B NCK2 NDRG1 NDUFA4L2 NID1 NOTCH3 NRCAM OBSCN P2RY14 PAG1 PCDH1 PCDH18 PDE8B PDGFRB PDZD2 PEAR1 PERP PLCB1 PLCE1 PLXDC1 PON2 PRDM1 PREX2 PTN RFTN1 RGN RGS5 RPS6KA2 SEMA5A SEMA6D SGIP1 SLC12A2 SLC35B3 SORT1 SPRY4 STOM SYNM TACC1 TBX5 TESC TMEM204 TNFRSF21 TRIB2 TRPC6 TTYH2 TXNIP UXS1 VSNL1 WLS TRAVAGLINI_LUNG_PLASMACYTOID_DENDRITIC_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_PLASMACYTOID_DENDRITIC_CELL ABHD15 AEBP1 AFF3 ANKRD53 APP ATP13A2 BCL11A BMF C12orf75 CARD11 CBFA2T3 CCDC50 CCDC88A CD4 CDYL CIB2 CLEC4C COBLL1 CORO1C CSF2RB CUX2 CXCR3 CYB561A3 DAB2 DNASE1L3 DUSP5 EGLN3 EIF2AK4 EPHA2 EPHB1 FLNB GAPT GAS6 GPM6B GPR183 GPX1 IRF4 IRF8 ITM2C KCNK17 KRT5 LAMP5 LGMN LINC00996 LRRC26 LTK MAP1A MCOLN2 MGLL MPEG1 MYBL2 MZB1 NAPSB NIBAN3 NOPCHAP1 NR3C1 NRP1 NUP210 P2RY14 PACSIN1 PARVB PFKFB2 PHEX PLD4 PLXNA4 PMEPA1 PPM1J PPP1R14B PROC PTCRA PTPRS RASD1 RNASE6 RNASET2 RNF130 RRBP1 RUNX2 SCAMP5 SCN9A SEC61B SEL1L3 SERPINF1 SH2B3 SIDT1 SLC20A1 SLC35F3 SLC7A5 SMIM5 SMPD3 SPIB SPNS3 ST6GALNAC4 STMN1 SULF2 SYK TAMALIN TBC1D8 TCF4 TGFBI THBD TLR7 TNFRSF21 TOX2 TP53I11 TPM2 TSPAN13 UGCG UNC93B1 VASH2 VEGFB ZFAT TRAVAGLINI_LUNG_PLATELET_MEGAKARYOCYTE_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_PLATELET_MEGAKARYOCYTE_CELL ABCB6 ABCC3 ABCC4 ABHD16A ABI1 ABLIM3 ACRBP ACSBG1 ACTB ACTN1 ACTR3B ACVR1 ADIPOR1 AFAP1L2 AGPAT1 AGR2 AGR3 AHCTF1 AIG1 AKIRIN2 ALOX12 AMD1 ANAPC5 ANKRD9 ANO6 AP1M2 AP2M1 AP2S1 APP AQP10 ARF1 ARF3 ARF4 ARG2 ARHGAP18 ARHGAP21 ARHGAP45 ARHGAP6 ARMC3 ARPC1B ARPC4 ARPC5 ARRB1 ASAP1 ASAP2 ATP2A3 ATP6V0E1 ATP9A BAIAP2 BBC3 BBLN BCL2L1 BEND2 BEX3 BICD2 BIN2 BLOC1S6 BMP6 BNIP3 BRD3 C12orf76 C19orf33 C1orf198 C20orf85 C20orf96 C2orf88 C9orf24 CA2 CABP5 CALD1 CALM1 CALM3 CAMTA1 CAP1 CAPN1 CAPS CAPSL CAPZA2 CARD19 CASP3 CAV2 CAVIN2 CCDC103 CCDC78 CCDC85B CCL5 CCND3 CCNG1 CD151 CD226 CD27-AS1 CD36 CD47 CD9 CDK2AP1 CDKN1A CDKN2D CENPT CERS2 CETN2 CFAP144 CFAP161 CFAP276 CFAP45 CFAP90 CHMP6 CIBAR2 CLDN3 CLDN4 CLDN5 CLEC1B CLIC1 CLIC4 CLTA CLU CMIP CMPK1 CMTM5 CMTM6 CNST CORO1C CP CTDSPL CTSA CTTN CXCL17 CXCR2P1 CYB5A CYB5R1 CYB5R3 CYP4B1 CYREN CYTH2 CYTOR DAAM1 DAB2 DAPP1 DCLRE1A DERA DHRS3 DIAPH1 DMTN DNAJB6 DNM3 DOK1 DOK2 DPCD DUSP22 DYNLL1 DYNLRB2 ECRG4 EGLN3 EIF2AK1 EIF4E EIF4G2 ELF3 ELOVL7 EMC3 ENDOD1 ENKUR EPCAM EPOR ESAM ETFA F11R F13A1 F2R F2RL3 FAM110A FAM30A FAM81B FANK1 FAXDC2 FERMT3 FHL1 FHL2 FKBP1A FKBP8 FLNA FOLR1 FOXJ1 FRMD3 FRMD4B FSTL1 FSTL4 FXYD3 GABARAPL2 GADD45A GAPDH GAS2L1 GATA1 GET1 GFI1B GGTA1 GMPR GNAS GNAZ GNB5 GNG11 GP1BA GP6 GP9 GPX1 GPX4 GRAP2 GRHL1 GRK5 GRTP1 GSN GSTA1 GSTO1 GSTP1 GTPBP2 GUCY1A1 GUCY1B1 H1-0 H1-2 H2AC6 H2AC8 H2AJ H2BC12 H2BC21 H2BC5 H2BC8 H2BC9 H3C10 H3P6 HACD4 HBA1 HBB HBQ1 HDAC5 HEMGN HEXIM2 HGD HHEX HIGD1A HK1 HLA-E HMG20B HMGB1 HOATZ HPCAL1 ICAM2 IFRD1 IGF1R IGF2BP3 IGFBP2 ILK INAFM2 INF2 INKA1 INKA2 INSIG1 IRAK2 IRX3 ISCA1 ITGA2B ITGB1 ITGB3 ITGB5 ITM2B JAM3 KIAA0513 KIF2A KIFC3 KLF5 KRT18 KRT19 KRT7 KRT8 LAMTOR1 LAT LCN2 LDLRAP1 LEPROT LGALS12 LGALSL LIMS1 LINC00853 LINC00938 LINC01011 LINC01089 LINC02915 LPAR5 LRRIQ1 LTBP1 LY6G5C LY6G6F LYL1 LYPLAL1 LYPLAL1-AS1 MACIR MAD2L1BP MAFG MAP2K3 MAP3K7CL MAPRE2 MARCHF2 MAX MCUR1 MDM1 MEIS1 MEPCE MFAP3L MFSD1 MGLL MICU1 MINDY1 MIR4435-2HG MIR6843 MISP3 MKRN1 MLH3 MMD MMRN1 MOB1A MOB1B MOB3C MORN2 MPIG6B MPL MPP1 MPST MS4A8 MSANTD3 MTFR1L MTURN MYCT1 MYH9 MYL12A MYL6 MYL9 MYLK MYZAP N4BP2L1 NAP1L1 NAT8B NCK1-DT NCK2 NCKAP1 NCOA4 NDUFA5 NDUFA6 NDUFAF3 NDUFS5 NENF NEXN NFE2 NOMO1 NORAD NRGN NSMCE3 NT5C3A NT5M NUTF2 OAZ1 ODC1 OSBPL6 OST4 P2RY12 PACSIN2 PAIP2 PARD3 PARK7 PARVB PBX1 PCP2 PCSK6 PCYT1B PDCD10 PDE5A PDGFA PDGFA-DT PDLIM1 PDLIM4 PDLIM7 PDZK1IP1 PEAR1 PEDS1 PF4 PF4V1 PGRMC1 PIERCE1 PIFO PIGR PIK3CB PIP PIP4K2A PIP4P2 PKM PLA2G12A PLEK PLEKHO1 PNMA1 PPBP PPDPF PPM1A PPP1R14A PPP3R1 PRDX5 PRDX6 PRKAR1B PRKAR2B PRKCD PROS1 PRR7 PRUNE1 PSCA PSTPIP2 PTCRA PTGIR PTGS1 PTK2 PTPN18 PTPRJ PTTG1IP PVALB PYGL R3HDM4 RAB10 RAB11A RAB27B RAB32 RAB37 RAB4A RAB6B RAB8A RABGAP1L RAC1 RAP1B RAP2B RARG RASA3 RASGRP2 RBBP6 RBPMS2 RBX1 RDH11 RGS10 RGS18 RGS6 RHEB RHOBTB1 RILPL1 RIOK3 RIT1 RNF11 ROPN1L RPA1 RPL23AP7 RSPH1 RSPH9 RSU1 RTN3 RTN4 RUFY1 SAT1 SCFD2 SCGB1C1 SCGB1C2 SCN1B SDC4 SEC14L1 SELP SEMA4D SENCR SEPTIN4 SERPINE2 SH3BGRL SH3BGRL2 SH3BGRL3 SH3TC2 SIAE SIAH2 SLA2 SLBP SLC34A2 SLC39A3 SLC40A1 SLC44A4 SLC6A4 SLPI SMIM22 SMIM3 SMIM5 SMOX SNAP23 SNCA SNN SNTN SPARC SPHK1 SPINT2 SPNS1 SPOCD1 SQSTM1 SRC SRSF8 SSBP2 SSX2IP STOM STON2 STRN4 STX11 STXBP2 SUSD3 SWI5 SYMPK SYTL4 TACC3 TACSTD2 TAGLN2 TAL1 TALDO1 TAOK3 TBC1D20 TBXA2R TCEAL9 TDRP TFPI TGFB1 TGFB1I1 TJP2 TLK1 TLN1 TM2D2 TM6SF1 TMBIM1 TMC5 TMCC2 TMEM140 TMEM17 TMEM219 TMEM40 TMEM50A TMEM64 TMEM91 TMSB4X TNFSF4 TNNC2 TNS1 TPM1 TPM3 TPM4 TPPP3 TPST2 TPTEP1 TRAPPC3L TRAPPC5 TREML1 TRIM58 TSC22D1 TSC22D4 TSPAN1 TSPAN18 TSPAN33 TSPAN9 TSPOAP1-AS1 TST TUBA1C TUBA4A TUBA8 TUBB1 TUBB4B TWSG1 UBA7 UBAC2 UBE2E3 UBE2O UBL4A UBXN11 UBXN6 UNC13D UQCRH USF2 UXS1 VAMP7 VAPA VCL VDAC3 VIM-AS1 WBP2 WDR1 WDR11-DT WFDC2 WHAMMP2 WHAMMP3 WIPI1 WRNIP1 WWC1 XPNPEP1 YIF1B YPEL5 YWHAH YWHAZ ZCCHC17 ZFYVE21 ZGLP1 ZMYND10 ZNF185 ZNF271P ZNF367 ZNF542P ZYX TRAVAGLINI_LUNG_PROLIFERATING_BASAL_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_PROLIFERATING_BASAL_CELL A4GALT ABHD16A ABRACL ABT1 ACAT2 ACBD6 ACOT7 ACP1 ADAM15 ADGRG1 ADH1C ADH7 ADISSP ADRM1 ADSL AGGF1 AGR2 AHCY AIP AK2 AKR1A1 AKR1B10 AKR7A2 ALDH3A1 ALDH7A1 ALDOA ALKBH7 ALOX15 ANAPC11 ANAPC5 ANLN ANP32B ANP32E AP2M1 AP2S1 APEX1 AQP3 AQP5 ARFRP1 ARHGAP11A ARL4A ARL4D ARL6IP1 ARPC1A ARPC2 ASF1B ASPM ATAD2 ATAD5 ATP1B3 ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5MC1 ATP5MC2 ATP5MC3 ATP5PB ATP5PO ATXN10 AURKA AURKB AVPI1 BAG1 BARD1 BAZ1B BCL11A BCL2L12 BCL7C BEND5 BHLHE40 BIRC5 BRCA2 BSG BTF3 BUB1 BUB1B BUB3 BUD13 C16orf74 C19orf48P C1QBP C1orf35 C3orf14 CACYBP CALD1 CALML3 CAMLG CAPG CAPN1 CARHSP1 CARS2 CBR1 CBX3 CBX5 CCDC34 CCDC90B CCNA2 CCNB1 CCNB2 CCT2 CCT3 CCT4 CCT5 CCT6A CCT7 CD320 CD82 CDC123 CDC20 CDC45 CDC6 CDCA2 CDCA3 CDCA4 CDCA5 CDCA7L CDH3 CDK1 CDK16 CDK2AP1 CDK4 CDKN2C CDKN2D CDKN3 CDT1 CENPA CENPE CENPF CENPH CENPK CENPM CENPN CENPS CENPU CENPW CEP55 CFL1 CHCHD10 CHCHD3 CHEK1 CHEK2 CHST9 CHTF18 CKAP2 CKAP2L CKMT1B CKS1B CKS2 CLCA2 CLDN10 CLEC2B CLN6 CLNS1A CLPTM1 CLSPN CMAS CNOT2 COA8 COMMD4 COMTD1 COPS3 COPS8 COQ2 COX4I1 COX5A COX6B1 COX7B COX8A CRBN CSE1L CSNK2B CSTA CXCL14 CYBA CYC1 CYP2S1 DANCR DAPL1 DBF4 DCK DCTN2 DCTPP1 DDB2 DDIT4 DDX39A DEFB1 DEK DEPDC1 DGCR6L DHFR DIAPH3 DKC1 DLEU1 DLGAP5 DLK2 DNAJC8 DNAJC9 DNMT1 DPYSL3 DSC3 DSP DTYMK DUT E2F8 ECHS1 ECI1 ECT2 EEF1A1 EEF1B2 EEF1D EEF1G EEF2 EIF2AK1 EIF2D EIF2S3 EIF3D EIF3E EIF3F EIF3I EIF3K EIF3L EIF3M EIF4EBP1 EIF4H ENO1 EPRS1 ESCO2 ESD ESRP1 ETFA ETFB ETHE1 EXOSC3 EXOSC8 EZH2 F12 FABP5 FAM107A FAM111A FAM111B FAM162A FAM3B FAM3C FAM3D FAM83D FANCD2 FANCI FBL FBLN1 FDPS FEN1 FERMT1 FGFBP1 FHL2 FIBP FKBP1A FKBP3 FKBP4 FKBP5 FMO2 FN3KRP FOXM1 FOXN3 FXYD5 GADD45A GAPDH GAS5 GCHFR GDI2 GGCT GGH GHITM GINS2 GJB3 GLRX5 GLTP GLUL GMNN GNAI1 GOT1 GOT2 GPAA1 GPC1 GPN3 GPSM2 GPX2 GRHPR GSS GSTM4 GSTO1 GSTP1 GSTZ1 GTF3A GTSE1 GUSB GYPC H1-1 H1-3 H1-4 H1-5 H19 H2AX H2AZ1 H2AZ2 H4C3 HADH HADHA HADHB HAUS1 HAUS4 HCAR2 HDAC1 HDAC2 HEBP2 HELLS HES1 HES4 HEXB HEY1 HIGD2A HINT1 HJURP HMGA1 HMGB1 HMGB2 HMGB3 HMGN1 HMGN2 HMGN5 HMMR HNRNPA1 HNRNPA2B1 HNRNPA3 HNRNPAB HNRNPD HNRNPR HNRNPUL1 HP1BP3 HRAS HS3ST1 HSD17B10 HSPA9 HSPB1 HSPD1 HTATSF1 IDH2 IDH3G IFI16 IGBP1 IGFBP2 IGFBP3 IGFBP4 IGFBP6 IKBIP IL33 ILF2 IMMT IMPDH2 INTS10 INTS11 IP6K2 ISLR ISOC2 ISYNA1 ITGB1BP1 ITGB3BP ITGB4 JPT1 JUP KARS1 KCTD1 KHDRBS1 KIF11 KIF20A KIF20B KIF21A KIF22 KIF23 KIF2C KIF4A KIFC1 KNL1 KNSTRN KPNA2 KRT13 KRT14 KRT15 KRT16 KRT17 KRT19 KRT5 KRT6A KRTCAP3 LAD1 LAGE3 LARP6 LDHB LGALS7B LIME1 LINC00958 LINC01133 LMF2 LMNB1 LMNB2 LMO4 LOC389831 LRRCC1 LSM2 LSM3 LSM4 LSM5 LSM8 LY6D LY6E MACROD1 MACROH2A1 MACROH2A2 MAD2L1 MAD2L2 MARCKS MCM3 MCM5 MCM6 MCM7 MDH1 MDH2 MDK MEA1 MELK METTL23 METTL5 METTL9 MGME1 MGST2 MIF MIR205HG MIS18A MIS18BP1 MKI67 MKKS MLF2 MMAB MMP10 MND1 MPC2 MPG MRPL11 MRPL12 MRPL13 MRPL18 MRPL21 MRPL28 MRPL37 MRPL51 MRPS15 MRPS16 MRPS26 MSH2 MTCH1 MTERF3 MTFP1 MTFR2 MTG1 MTHFD1 MXD3 MYL6B MZT1 MZT2A MZT2B NAA10 NABP2 NACA NAP1L1 NAP1L4 NAPRT NASP NCAPD2 NCAPD3 NCAPG NCAPG2 NCAPH NCL NCOR1 NDC80 NDUFA10 NDUFA9 NDUFB10 NDUFB5 NDUFB9 NDUFS2 NDUFS3 NDUFS8 NDUFV1 NEK2 NFIA NHERF1 NHP2 NME1 NMU NOB1 NONO NOP53 NOP56 NPM1 NPM3 NRM NSG1 NT5C NUCKS1 NUDT1 NUDT21 NUDT22 NUDT8 NUF2 NUP37 NUSAP1 OAF OAT OLA1 ORAI3 ORC6 OXA1L P4HB PA2G4 PABPC1 PAFAH1B3 PAGR1 PAICS PARK7 PARP1 PARP2 PAXX PBK PCBP2 PCLAF PCMT1 PCNA PDCD4 PDCD5 PDHA1 PDHB PDIA6 PDLIM1 PERP PFKL PFN1 PGAM1 PHB1 PHB2 PHF19 PHF20L1 PHGDH PIGT PIH1D1 PIK3R1 PIMREG PITX1 PKM PKMYT1 PKP1 PKP3 PLEKHA5 PLK1 PLP2 POC1A POLD2 POLD4 POLE4 POLR1D POLR1E POLR2E POLR2G POP7 POSTN PPIA PPIG PPIH PPM1G PPP1CA PPP1CC PPP1R13L PPP1R14B PPP5C PRC1 PRDX2 PRDX3 PRIM1 PRKDC PRKRA PRMT1 PRPF19 PRPF38B PRPS2 PRPSAP1 PRRG4 PRSS23 PRXL2A PSIP1 PSMA2 PSMB1 PSMB7 PSMB8 PSMB9 PSMC3 PSMC4 PSMD14 PSMD2 PSMD4 PSMD7 PSMD8 PSME1 PSME2 PSMG2 PTGES3 PTGR1 PTMA PTN PTPRZ1 PTTG1 PXMP2 PYCARD RAB13 RAB34 RACGAP1 RACK1 RAD21 RAD51 RAD51AP1 RAD51C RAN RANBP1 RAP1B RASSF1 RASSF6 RBBP7 RBM3 RCC1 RCC2 RCN2 REEP4 RFC2 RFC4 RFC5 RHEB RHNO1 RHOBTB3 RHOC RMI2 RNASEH2A RNASEH2B RNASEH2C RND3 RPA1 RPL10 RPL10A RPL11 RPL13 RPL13A RPL14 RPL15 RPL18 RPL18A RPL19 RPL23A RPL26 RPL28 RPL29 RPL3 RPL32 RPL39L RPL4 RPL6 RPL7 RPL7A RPL8 RPLP0 RPLP1 RPN2 RPS12 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS23 RPS27A RPS3 RPS3A RPS4X RPS5 RPS6 RPS7 RPS8 RPS9 RPSA RPSA2 RRM1 RRM2 RTRAF RUSC1 RWDD1 S100A14 S100A16 S100A2 SAC3D1 SAE1 SCCPDH SDHA SDHAF3 SEC11A SERINC2 SERPINB13 SERPINB3 SERPINB4 SERPINB5 SERPINF1 SF3A2 SFN SGO1 SGO2 SHMT2 SIVA1 SKA2 SLBP SLC1A5 SLC25A11 SLC25A3 SLC25A39 SLC25A5 SLC25A6 SLC2A1 SLITRK6 SMARCC1 SMC1A SMC2 SMC3 SMC4 SMIM15 SMS SNAI2 SNCA SNF8 SNHG29 SNHG32 SNHG5 SNHG7 SNRNP25 SNRNP40 SNRPA SNRPA1 SNRPB SNRPD1 SNRPE SNRPF SNRPG SOX15 SOX2 SPC25 SPRY1 SRM SRP9 SRSF2 SRSF3 SRSF9 SSBP1 SSRP1 ST6GALNAC1 STAT1 STMN1 STOML2 STRAP SUCLG1 SULT2B1 SUMO2 SUMO3 SUN2 SUPT16H SYPL1 SYTL1 TACC3 TACSTD2 TALDO1 TCEAL2 TCF19 TCF4 TCP1 TECR TERF1 TEX264 TEX30 TFDP1 THOC3 TIMM10 TIMMDC1 TIMP1 TK1 TKT TMEM106C TMEM123 TMEM14A TMEM237 TMEM54 TMPO TMX1 TNC TNFSF10 TOMM22 TOMM40 TOMM5 TOP2A TP53 TP53I13 TP63 TPGS2 TPI1 TPM2 TPR TPRKB TPX2 TRAP1 TREX1 TRIM29 TRIM59 TRIM7 TRIP13 TRIP6 TROAP TSC22D3 TSEN34 TSHZ2 TSKU TSPO TSR3 TTK TUBA1B TUBA1C TUBA4A TUBB TUBG1 TUFM TXN TXNIP TXNL1 TYMS TYMSOS UACA UBA2 UBA52 UBAC1 UBE2C UBE2D2 UBE2E3 UBE2I UBE2S UBE2T UBE2V2 UCHL3 UCHL5 UFD1 UGP2 UHRF1 UPF3A UPK1B UQCC2 UQCC3 UQCRC1 UQCRC2 UQCRH USP1 UXT VDAC1 VDAC2 VDAC3 VPS29 VRK1 WASF2 XRCC5 XRCC6 YBX1 YEATS4 YWHAH YWHAQ ZDHHC12 ZFYVE21 ZNF43 ZNF581 ZNF703 ZWINT TRAVAGLINI_LUNG_PROLIFERATING_MACROPHAGE_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_PROLIFERATING_MACROPHAGE_CELL AAMDC ABCG1 ABCG2 ABHD12 ABHD5 ACAA2 ACADVL ACAT1 ACAT2 ACER3 ACO1 ACOT13 ACOT4 ACOT7 ACP5 ACTN1 ACVRL1 ACYP2 ADAMTSL4 ADISSP ADPGK ADTRP AGPAT2 AGRP AK6 AKIP1 AKR1A1 AKR1B1 AKR1C2 AKR1C3 AKR7A2 ALAS1 ALCAM ALDH1A1 ALDH2 ALDH3A2 ALDH7A1 ALDOA ALG9 ALOX5 ALOX5AP AMIGO2 ANAPC11 ANG ANLN ANP32B ANP32E ANPEP ANXA1 ANXA2 ANXA4 ANXA5 AP2S1 APIP APLP2 APOC1 APOE APOL4 AQP3 ARHGAP11A ARHGAP18 ARL2 ARL4A ARL6IP1 ARPC1B ARPC2 ARPC3 ARPC5 ARRDC4 ASAH1 ASF1B ASPM ASRGL1 ATAD2 ATG3 ATL3 ATOX1 ATP1B1 ATP1B3 ATP2B1 ATP2C1 ATP5F1C ATP5MC3 ATP5PF ATP6AP1 ATP6AP2 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0E1 ATP6V1D ATP6V1E1 ATP6V1F ATP6V1H AURKA AURKB AVPI1 AXL B2M BANF1 BARD1 BATF3 BAX BCAP29 BCAP31 BCL2A1 BCL2L12 BHLHE40 BHLHE41 BIRC5 BLOC1S1 BLOC1S2 BLVRA BLVRB BRCA1 BRCA2 BRI3 BSG BST1 BTG3 BUB1 BUB3 C1QA C1QB C1QC C1orf162 C2 C3orf14 C8B CACYBP CALM1 CALM2 CALM3 CALU CAMP CAPG CAPZA2 CARHSP1 CAT CAVIN3 CBR1 CBR3 CCDC18 CCDC34 CCDC47 CCDC88A CCL18 CCL20 CCL23 CCNA2 CCNB1 CCNB2 CCRL2 CCT5 CD14 CD151 CD163 CD164 CD47 CD52 CD58 CD59 CD63 CD68 CD74 CD81 CD86 CD9 CDC20 CDCA2 CDCA3 CDCA5 CDCP1 CDK1 CDK4 CDKN2A CDKN2C CDKN3 CDT1 CENPA CENPE CENPF CENPH CENPK CENPM CENPN CENPS CENPU CENPW CEP55 CES1 CFD CFL1 CHCHD2 CHMP5 CIAO2A CIP2A CISD2 CKAP2 CKAP2L CKS1B CKS2 CLDN7 CLIC4 CLSPN CLTA CNIH4 COA6 COLEC12 COLGALT1 COMMD4 COMT COPRS COQ2 CORO1C COX5A COX6C COX8A CPE CPVL CREG1 CRIP1 CRNDE CSE1L CST3 CSTA CSTB CTNNA1 CTNNB1 CTSA CTSB CTSC CTSD CTSH CTSL CTSS CTSZ CXCL1 CXCL10 CXCL16 CXCL2 CXCL3 CXCL5 CXCL8 CYB5A CYB5R3 CYBA CYP27A1 DAB2 DBI DCK DCTN3 DCTN6 DCTPP1 DDB2 DDX39A DECR1 DEFB1 DEK DENND5A DEPDC1 DHFR DIAPH3 DLGAP5 DMAC1 DNAJA1 DNAJC15 DNAJC9 DNASE2 DNMT1 DPYSL2 DRAM1 DST DTYMK DUT DYNC2I2 DYNLL1 DYNLRB1 E2F1 ECH1 ECHDC1 ECHS1 ECSCR EDEM2 EIF2S2 EIF4A3 EIF4EBP1 ELOB ELOC EMC3 EMC7 EMC9 ENO1 ENOSF1 ENY2 EPHX1 ERH ERP29 ERP44 ESCO2 ETFB ETHE1 EXOSC9 EZH2 FABP4 FABP5 FAM111A FAM111B FAM3B FAM50A FAM89A FANCI FBP1 FBXO5 FCER1G FCGR1A FCGR1BP FCGR3A FCGRT FDFT1 FDPS FDX1 FEN1 FH FHL1 FIBP FN1 FOLR3 FOXM1 FPR1 FTH1 FTL FUCA1 FUCA2 FUOM GAA GAPDH GAS2L1 GBP1 GCA GCHFR GET3 GGA2 GGH GIHCG GINS2 GLA GLB1 GLDN GLIPR2 GLO1 GLRX GLUL GMNN GMPS GNAS GNB2 GNG5 GPA33 GPCPD1 GPD1 GPD2 GPN3 GPNMB GPSM2 GPX1 GPX3 GPX4 GRINA GRN GSDMD GSN GSTO1 GSTP1 GTF2A2 GTF3C6 GTSE1 GUSB GYPC H1-2 H1-3 H1-4 H2AC17 H2AC20 H2AJ H2AX H2AZ1 H2AZ2 H4C3 HACD3 HACD4 HADH HADHA HADHB HAGH HAT1 HAUS1 HAUS2 HAUS4 HCFC1R1 HCK HDAC2 HDDC2 HERC5 HEXA HEXB HINT2 HIRIP3 HJURP HLA-C HLA-DMA HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB5 HLA-DRB6 HMG20B HMGB1 HMGB2 HMGB3 HMGN1 HMGN2 HMGN3 HMMR HNMT HNRNPAB HP HPRT1 HSBP1 HSD17B11 HSD17B4 HSP90AA1 HSP90B1 HSPA1A HSPB1 HSPD1 HSPE1 HTATIP2 HYI IDH2 IER3IP1 IFI27 IFI27L1 IFI30 IFI6 IFIT3 IFT25 IGFBP2 IGSF6 IL17RB IL18 IL1B IL1RN IL3RA IL6 ILF2 ILVBL INHBA ISOC2 ITGB3BP ITGB8 ITM2B JAML JPT1 KCNA3 KIF11 KIF14 KIF20B KIF22 KIF23 KIF2C KIF5B KIFC1 KNL1 KNSTRN KPNA2 KYNU LACTB LAIR1 LAMP1 LAMP2 LAMTOR1 LAMTOR2 LAP3 LDHA LDHB LEPROT LGALS1 LGALS3 LGALS3BP LGALS9 LIG1 LIPA LPL LRP1 LRPAP1 LRR1 LRRCC1 LSM2 LSM3 LSM4 LSM5 LTA4H LY6E LY86 LY96 LYAR LYZ MACC1 MACROH2A1 MAD2L1 MAGOHB MARCO MCEMP1 MCM3 MCM4 MCM5 MCM6 MCM7 MCOLN1 MCUR1 MDH1 MDK MELK MESD MFSD1 MGMT MGST1 MGST2 MGST3 MICOS10 MIR3945HG MIS18BP1 MKI67 MME MMP19 MND1 MNDA MPC1 MPC2 MPHOSPH6 MPP1 MPZL2 MRC1 MRPL13 MRPL14 MRPL17 MRPL18 MRPL27 MRPL34 MRPL37 MRPL51 MRPL57 MRPS15 MRPS16 MRPS18C MS4A4A MS4A6A MS4A7 MSR1 MSRB2 MT1E MT1F MT1G MT1L MT1X MT2A MTCH2 MTFR2 MTHFD2 MTMR11 MTX1 MX1 MXD3 MYBL2 MYDGF MYL12B MYL6 MZT1 MZT2B NAA20 NANS NAPRT NASP NCAPG NCAPH2 NCEH1 NCF2 NCF4 NDC80 NDUFA12 NDUFA4 NDUFAF3 NDUFB3 NDUFB5 NDUFB6 NDUFC2 NDUFS8 NDUFV2 NELFE NENF NIT2 NMB NNMT NOP10 NPC2 NQO2 NTAN1 NUCB1 NUCB2 NUCKS1 NUDT1 NUDT21 NUDT5 NUF2 NUP214 NUPR1 NUSAP1 OAS1 OASL OAZ1 OIP5 OLR1 OPN3 ORC6 ORMDL2 OSBPL11 OSBPL1A OSCAR PAFAH1B3 PAPSS1 PARAL1 PARP9 PBK PCBD1 PCLAF PCMT1 PCNA PCOLCE2 PDLIM1 PDLIM7 PDXK PEBP1 PECAM1 PELATON PFKL PFN1 PGD PGK1 PGP PHF19 PHGDH PHLDA3 PHYH PIGT PILRA PIMREG PIN1 PKM PKMYT1 PLAAT3 PLAUR PLBD1 PLD3 PLEKHB2 PLIN2 PLIN3 PLK1 PLP2 PLSCR1 PLXDC2 PNP PNPLA6 POC1A POGLUT3 POLD1 POLD3 POLR2K POLR3K POMP POR PPA2 PPARG PPIA PPIC PPM1G PPT1 PRC1 PRDX1 PRDX3 PRDX4 PRDX5 PRIM1 PRPS2 PRR11 PRRG4 PRSS21 PSAP PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMB2 PSMB3 PSMB5 PSMB6 PSMC1 PSMC2 PSMC3 PSMD1 PSMD14 PSMD7 PSMD8 PSME2 PSMG2 PTGR1 PTMS PTPMT1 PTPN12 PTTG1 PTTG1IP PTX3 PYCARD QDPR QSOX1 RAB13 RAB32 RAB34 RAC1 RACGAP1 RAD21 RAD23A RAD51 RAD51AP1 RALBP1 RAN RANBP1 RBBP7 RBP4 RBX1 RDX REEP3 REEP4 REEP5 RER1 RETN RFC2 RFC4 RGCC RHBDD2 RHEB RHOA RMDN3 RNASE4 RNASEH2A RND3 RNH1 RNPEP ROGDI RPA3 RPL26L1 RPN1 RPN2 RPS27L RRAGD RRM1 RRM2 RTN3 RTN4 S100A10 S100A11 S100A13 S100A4 S100A6 SAC3D1 SAE1 SAP18 SARNP SCARB2 SCCPDH SCD SCGB3A1 SCP2 SCPEP1 SDC4 SDCBP SEC11A SEPTIN10 SEPTIN11 SERF2 SERINC2 SERPINA1 SERPING1 SGMS2 SGO1 SGO2 SH3BGRL SHCBP1 SIRPA SIRPB1 SIVA1 SKA2 SKA3 SKIC8 SLBP SLC11A1 SLC15A3 SLC16A3 SLC25A11 SLC25A24 SLC25A5 SLC27A3 SLC2A6 SLC31A1 SLC31A2 SLC3A2 SLC7A7 SMC2 SMC4 SMCO4 SMIM30 SMS SNRNP25 SNRPB SNRPD1 SNRPD3 SNRPG SNX10 SNX2 SNX3 SOD1 SORT1 SPAG5 SPARC SPATS2L SPC25 SPG21 SPI1 SPNS1 SPPL2A SQOR SRD5A3 SSB SSR3 STAC3 STING1 STMN1 STOM STX12 STXBP2 SUMO2 SUMO3 SVIL TACC3 TAF9 TAGLN TAGLN2 TALDO1 TCEAL3 TCEAL4 TCEAL8 TCEAL9 TCF19 TCF7L2 TCN2 TECR TEDC1 TEX30 TFPT TGFBI TGM2 TGOLN2 TIMM10 TIMP2 TK1 TKT TMBIM4 TMBIM6 TMED10 TMED3 TMED5 TMED9 TMEM106C TMEM107 TMEM14B TMEM14C TMEM160 TMEM165 TMEM219 TMEM59 TMPO TMSB4X TNFAIP6 TNIP3 TOMM5 TOP2A TP53I3 TPGS2 TPI1 TPRKB TPX2 TREM1 TREM2 TRIOBP TRIP6 TROAP TSPAN3 TSPAN4 TSPO TUBA1B TUBA1C TUBB TUBB2A TUBB4B TUBB6 TUBG1 TXN TXNDC12 TXNDC17 TYMS TYROBP UBASH3B UBB UBE2A UBE2C UBE2E2 UBE2L3 UBE2L6 UBE2S UBE2T UFD1 UHRF1 UNC93B1 UPP1 UQCC2 UQCR10 UQCRC1 UQCRQ UROD USP1 VAMP8 VAT1 VDAC2 VDAC3 VIM VKORC1 VMA21 VMO1 VPS29 VRK1 VSIG4 WASHC3 YBX1 YWHAB YWHAE YWHAH ZBTB8OS ZCRB1 ZDHHC12 ZDHHC12-DT ZNF706 ZWINT TRAVAGLINI_LUNG_PROLIFERATING_NK_T_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_PROLIFERATING_NK_T_CELL AKR1C3 APMAP APOBEC3B ASF1B ASPM ATAD2 ATAD5 AURKB BIRC5 BRCA2 C12orf75 C21orf58 CCDC167 CCNA2 CD160 CDC20 CDC25C CDC45 CDCA3 CDCA8 CDK1 CDKN3 CDT1 CENPF CENPH CENPK CENPM CENPN CENPU CKS1B CKS2 CLSPN DCTN3 DHFR DIAPH3 DNAJC9 DNMT1 DTL DUSP2 DUT DYNC2I2 E2F1 EBP EZH2 FANCD2 FANCI FEN1 FGFBP2 GGH GINS2 GMNN GNLY GTSE1 GZMB H2AZ1 H2AZ2 HELLS HMGB1 HMGB2 HMGN2 HMGN3 HMMR HPRT1 ICAM2 IDH2 IGFBP7 KIF14 KIF22 KIF2C KLRF1 LSM5 MAD2L1 MCM10 MCM3 MCM4 MCM5 MCM6 MCM7 MELK MKI67 MND1 MYBL2 NCAPH NDC80 NUCB2 NUDT1 NUF2 OIP5 ORC6 PCNA PKMYT1 POLQ PPIA PRSS23 PSMC3 PSMD8 PTMA PXMP2 RAD51AP1 RAN RANBP1 RCC1 RFC4 RPA3 RRM2 S1PR5 SH2D1B SKA2 SKA3 SLBP SMC2 SMC4 SNRNP25 SNRPB STMN1 TACC3 TK1 TMEM106C TOP2A TPX2 TROAP TUBA1B TUBB4B TUBG1 TYMS UBE2C UBE2T ZNF367 ZWINT TRAVAGLINI_LUNG_PROXIMAL_BASAL_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_PROXIMAL_BASAL_CELL A4GALT AAMP ABCC5 ABHD14B ABI1 ADAM28 ADH1C ADH5 ADH7 ADORA2B ADSS2 AGR2 AHCY AHNAK AKR1A1 ALDH1A1 ALDH2 ALDH3A1 ALDH3A2 ALDH7A1 ALDOA ALKBH7 ALOX15 ANAPC16 ANP32B ANXA1 AOPEP AP1G2 AP2M1 APEX1 APP APPL1 APRT AQP3 AQP5 ARF5 ARG2 ARID5B ARL4A ARL4D ARPC2 ASCL2 ASPH ATP1B3 ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5MC1 ATP5MC2 ATP5MC3 ATP5PB ATP5PO AVPI1 BAG1 BARD1 BBLN BCAM BCL11A BCL7C BEND5 BEX4 BHLHE40 BLCAP BLOC1S2 BRK1 BTF3 C12orf57 C16orf74 C19orf33 C1QBP CALML3 CAMK1D CAMLG CAPG CAPN1 CAPN13 CAPNS2 CBR1 CCDC85B CCNB1IP1 CCND1 CCNI CCT3 CCT4 CCT7 CCT8 CD82 CD9 CDC42EP4 CDC42SE1 CDK4 CDKN2C CHCHD10 CHD9 CHL1 CHP2 CHST9 CIRBP CISD1 CKMT1A CKMT1B CLCA2 CLDN1 CLDN10 CLEC2B CLNS1A CLSTN1 CLTA CMTM7 CNBP COMMD6 CORO1B COX4I1 COX5A COX5B CSTA CTSB CTSC CTSD CYC1 CYP24A1 CYP26A1 CYP2J2 CYP2S1 DANCR DAPL1 DCTPP1 DDB2 DDIT4 DDOST DDR1 DECR1 DEK DHRS3 DLK2 DNAJC4 DPYSL3 DSC3 DUSP1 DUT EBPL ECE1 ECI1 EEF1A1 EEF1B2 EEF1D EEF1G EEF2 EGFR EHF EID1 EIF2A EIF2S3 EIF3D EIF3E EIF3F EIF3G EIF3H EIF3I EIF3K EIF3L EIF3M EIF4A2 EIF4B EIF4H ENO1 ENSA EPAS1 EPB41L4A-AS1 EPHX1 EPRS1 ETHE1 EYA2 F3 FAF1 FAM107A FAM162A FAM210B FAM3B FAM3D FBL FBLN1 FBXO32 FCGRT FERMT1 FGFR3 FHL2 FIBP FMO2 FOXN3 FUCA1 FXYD3 GAMT GAPDH GAS5 GATD3 GCHFR GDI2 GHITM GLTP GLUD1 GLUL GMNN GPR87 GPX1 GRAMD2B GRHPR GRTP1 GSTK1 GSTP1 GYPC H1-0 H2AZ1 HADHA HADHB HAUS4 HCAR2 HDAC1 HERPUD1 HES1 HES4 HEY1 HIGD2A HINT1 HLF HMGA1 HMGB1 HMGB3 HMGN1 HMGN3 HNMT HNRNPA1 HNRNPA3 HNRNPK HNRNPM HOOK1 HS3ST1 HSD17B10 HSPA2 IFI16 IFITM10 IGBP1 IGFBP2 IGFBP3 IGFBP4 IGFBP6 IL33 IMPDH2 INKA1 IRAG2 IRF2BP2 ISLR ISOC2 ISYNA1 ITGA2 ITGB4 ITM2B JPT1 JUNB JUP KARS1 KAT2A KCTD1 KIF21A KLF5 KLK11 KMT2E KRCC1 KRT15 KRT17 KRT19 KRT5 LAMP1 LARP6 LAYN LDHB LDLRAP1 LGALS3BP LGALS7B LGALS8 LIMA1 LIME1 LINC01315 LMO4 LPAR6 LRATD1 LRIG3 LSM2 LSP1 LY6E MAGED2 MANBAL MARCKS MDH1 MDH2 MDK MEIS2 METTL5 MGST1 MGST2 MIB2 MICALL2 MIR205HG MLF2 MMP10 MPST MRPL4 MRPL40 MRPS26 MRTFB MT1X MTSS1 MYL6B NACA NAP1L1 NAP1L4 NAPRT NASP NCL NCOA4 NDRG2 NDUFA10 NDUFA8 NDUFA9 NDUFB5 NDUFS2 NDUFS4 NDUFS7 NDUFV1 NET1 NFE2L2 NFIA NFIB NFIC NHERF1 NHP2 NIPSNAP2 NOB1 NOP53 NPM1 NPM3 NSG1 NSMCE1 NT5C NTS NUCKS1 NUDT8 OAF OAT OLA1 ORAI3 OXA1L P4HB PABPC1 PABPC4 PAFAH1B3 PAX9 PCBP2 PCDH7 PCNA PDCD4 PDCD7 PDHB PDIA6 PDLIM1 PER2 PERP PFKP PGAM1 PGK1 PGLS PHB1 PHB2 PHGDH PHLDA3 PHYHD1 PIK3IP1 PITX1 PKM PKP3 PLEKHA5 PLP2 PLPP2 PLRG1 PMPCB PNISR POLD4 POLR1D POLR2G POSTN PPIA PPIC PPP1CA PPP1CC PRDX2 PRDX3 PRDX6 PRKAA2 PRKCSH PRNP PRR15 PRSS23 PRXL2A PSMA2 PSMB7 PSMC5 PTGES2 PTMA PTMS PTN PTPRS PTPRZ1 PYCARD RAB13 RAB25 RAB34 RAB38 RAB4A RACK1 RAD23A RASSF6 RBMX RCN2 RGS12 RHOC RIPK4 RNASEH2B RNF7 RNH1 ROGDI RPL10 RPL10A RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL23 RPL23A RPL26 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL37 RPL39 RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPP25L RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS27A RPS28 RPS3 RPS3A RPS4X RPS5 RPS6 RPS7 RPS8 RPS9 RPSA RPSA2 RSL1D1 RSL24D1 RTRAF S100A16 S100A2 SDC1 SDHD SEMA5A SEPTIN7 SERBP1 SERPINB13 SERPINB3 SERPINB4 SERPINB7 SERPINF1 SET SH3YL1 SLC15A2 SLC1A5 SLC25A3 SLC25A5 SLC25A6 SLITRK6 SMC2 SNCA SNHG19 SNHG29 SNHG32 SNHG5 SNHG7 SNHG8 SNRPD2 SNX17 SNX31 SORD SOX15 SOX2 SPINT1 SPOCK3 SPRY1 SRGAP3 SRSF9 SSBP2 ST6GALNAC1 STEAP1 STIM2 STOML2 SUCLA2 SULT2B1 SUMO2 SYF2 SYNGR1 SYTL1 TACSTD2 TADA3 TALDO1 TCF4 TECR TEX264 TFAP2A TFCP2L1 THOC3 TIMM9 TLE5 TMEM123 TMEM14C TMEM205 TMEM40 TNC TNFAIP8 TNFRSF18 TNFRSF21 TNFSF10 TNNT3 TNS4 TOB1 TOMM22 TP53I13 TP63 TPI1 TPM2 TPT1 TRABD TRADD TRAP1 TRIM29 TRIP6 TSC22D1 TSC22D3 TSEN34 TSHZ2 TSKU TSPAN8 TSPO TUFM TXN TXN2 TXNIP TXNL1 UACA UBA52 UBE2E3 UBXN1 UQCC2 UQCRB UQCRC1 UQCRC2 UQCRH UXT VAV3 VDAC2 VILL WIPI1 XIST XRCC5 XRCC6 YBX1 ZBTB44 ZFAS1 ZFP36L1 ZFP36L2 ZFYVE21 ZNF385A ZNF428 ZNF703 ZNF706 TRAVAGLINI_LUNG_PROXIMAL_CILIATED_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_PROXIMAL_CILIATED_CELL ABAT ABCA13 ABCA5 ABCC5 ABHD11 ABHD12B ABHD2 ABI1 ABI2 ABITRAM ABL2 ACAP1 ACKR4 ACLY ACSS1 ACTR2 ACTR6 ACYP1 ADA2 ADD3 ADGB ADGRF1 ADH6 ADPRS ADSS2 AFDN AGBL2 AGBL5 AGPAT3 AGPAT5 AGR2 AGR3 AGTRAP AHNAK2 AHSA1 AHSA2P AK7 AK8 AK9 AKAP14 AKAP9 AKNA AKR7A2 ALCAM ALDH1A1 ALDH1L1 ALDH3B1 ALG1L1P ALKBH5 ALMS1 ALOX15 AMPD3 AMZ2 ANAPC15 ANAPC5 ANKDD1B ANKMY1 ANKRD13D ANKRD26 ANKRD35 ANKRD37 ANKRD42 ANKRD45 ANKRD54 ANKRD65 ANKRD66 ANKUB1 ANKZF1 ANXA1 ANXA11 ANXA7 APCDD1 APOBEC4 APOD APOO APPL2 ARHGAP18 ARHGAP32 ARHGAP39 ARHGAP4 ARL3 ARL4A ARL6 ARL6IP4 ARMC2 ARMC3 ARMH1 ARSD ASB1 ASL ASXL2 ATG9B ATOSA ATOX1 ATP2A2 ATP2C2 ATP5F1A ATP5F1E ATP5IF1 ATP5MC2 ATP5ME ATP5MF ATP5MG ATP5MJ ATP5MK ATP5PF ATP5PO ATP6AP1 ATP6V1D ATP9A ATXN10 ATXN2 ATXN7L3B AURKAIP1 AUTS2 AZI2 AZIN1 AZU1 B3GALT4 B3GNT5 B9D1 B9D2 BAALC BAD BAIAP2 BAIAP2L1 BAIAP3 BANF1 BASP1 BBIP1 BBLN BBOF1 BBS1 BBS2 BBS4 BBS9 BCAS1 BCAS3 BCCIP BCL2L1 BCO2 BDH1 BECN1 BEST4 BICDL2 BICDL3P BIK BLOC1S1 BOLA3 BORCS7 BPHL BPTF BRD3OS BROX BTBD3 BUD23 BUD31 C10orf67 C10orf95 C11orf16 C11orf97 C12orf75 C16orf46 C17orf97 C1GALT1C1 C1orf141 C1orf87 C20orf85 C20orf96 C21orf58 C22orf15 C22orf23 C22orf39 C2orf73 C2orf74 C2orf81 C4orf3 C4orf33 C4orf47 C4orf48 C5AR1 C5orf15 C6 C6orf118 C6orf132 C6orf226 C6orf52 C7orf50 C7orf57 C8orf76 C9orf24 C9orf72 CAB39 CABCOCO1 CACNG6 CALM1 CALM2 CALM3 CALML4 CAMK1D CAMSAP1 CAP2 CAPN2 CAPRIN1 CAPS CAPS2 CAPSL CARF CARHSP1 CARS1 CASC2 CASP7 CAST CASTOR3P CASZ1 CATIP CATSPERD CATSPERE CAVIN3 CBX5 CBY1 CC2D2A CCAR1 CCDC103 CCDC113 CCDC125 CCDC138 CCDC146 CCDC148 CCDC153 CCDC157 CCDC17 CCDC170 CCDC181 CCDC190 CCDC191 CCDC24 CCDC25 CCDC28A CCDC33 CCDC34 CCDC39 CCDC40 CCDC57 CCDC60 CCDC65 CCDC66 CCDC69 CCDC74A CCDC74B CCDC78 CCDC80 CCDC81 CCDC88B CCDC88C CCDC89 CCDC96 CCHCR1 CCL15 CCL28 CCN2 CCNA1 CCNDBP1 CCNY CCP110 CCT4 CCT5 CCT6B CCT7 CCT8 CD164 CD164L2 CD24 CD4 CD59 CDC16 CDC26 CDH1 CDH26 CDHR3 CDHR4 CDS1 CELF1 CELSR1 CENPBD2P CENPM CENPS CEP104 CEP126 CEP131 CEP162 CEP19 CEP290 CEP350 CEP41 CEP43 CEP83 CEP89 CEP97 CERKL CERS6 CES1 CES2 CES4A CETN2 CETN3 CFAP100 CFAP107 CFAP119 CFAP126 CFAP141 CFAP144 CFAP157 CFAP161 CFAP20 CFAP206 CFAP20DC CFAP210 CFAP221 CFAP251 CFAP276 CFAP298 CFAP299 CFAP300 CFAP36 CFAP410 CFAP43 CFAP44 CFAP45 CFAP46 CFAP47 CFAP52 CFAP53 CFAP54 CFAP57 CFAP58 CFAP65 CFAP69 CFAP70 CFAP73 CFAP74 CFAP77 CFAP90 CFAP91 CFAP95 CFDP1 CGN CHCHD1 CHCHD10 CHCHD2 CHCHD5 CHCHD6 CHD4 CHMP2A CHMP4A CHMP5 CHST6 CHST9 CHURC1 CIAO1 CIB1 CIBAR1 CIBAR2 CIPC CIR1 CISD1 CITED4 CKB CKLF CLBA1 CLCN3 CLDN3 CLDN7 CLHC1 CLIC1 CLIC6 CLIP1 CLMN CLOCK CLSTN1 CLTA CLTC CLUAP1 CLXN CMIP CMPK1 CMTM4 CMTM6 CNDP2 CNIH2 CNOT1 CNOT11 CNOT6 CNTD1 CNTRL COA3 COA5 COL21A1 COMMD3 COMMD6 COMMD8 COPB2 COPB2-DT COPRS COPS8 COPS9 COQ4 COX17 COX5A COX6A1 COX6B1 COX6C COX7A2 COX7B COX7C CPLANE1 CPSF2 CRACDL CRIP1 CRIP2 CRISPLD1 CRNDE CROCC CROCCP2 CRY2 CSPP1 CST6 CSTF3 CSTPP1 CTBP2 CTBS CTNNA1 CTNNAL1 CTSL CTSS CTXN1 CUEDC1 CUTA CYB561 CYB5D1 CYBA CYP4B1 CYSTM1 DAAM1 DALRD3 DAPP1 DAW1 DAZAP2 DCBLD2 DCDC1 DCDC2B DCTN3 DDB1 DDR1 DDX17 DDX3X DDX42 DEGS2 DENND2B DENND6B DERL3 DGCR6 DGCR6L DGKH DHRS4-AS1 DHRS9 DHX30 DHX32 DHX40 DHX57 DIAPH2 DIDO1 DIXDC1 DLEC1 DLGAP1-AS1 DMAC1 DMKN DMWD DNAAF1 DNAAF10 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAAF8 DNAH1 DNAH10 DNAH11 DNAH12 DNAH2 DNAH3 DNAH5 DNAH6 DNAH7 DNAH9 DNAI1 DNAI2 DNAI3 DNAI4 DNAI7 DNAJA1 DNAJA4 DNAJB13 DNAJB6 DNAJC10 DNAJC16 DNAL1 DNAL4 DNALI1 DNER DNPH1 DOC2A DPCD DPM1 DPM3 DPY30 DRAM2 DRC1 DRC3 DRC7 DSP DSTN DTHD1 DTX2 DTX3 DUOX1 DUSP14 DUSP18 DYDC1 DYDC2 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLL1 DYNLRB1 DYNLRB2 DYNLT1 DYNLT2B DYNLT4 DYNLT5 DYRK1B DZIP1 DZIP1L DZIP3 EAPP ECI1 ECRG4 ECT2L EEF1AKMT1 EEIG1 EFCAB10 EFCAB11 EFCAB12 EFCAB2 EFHB EFHC1 EFHC2 EFHD2 EHBP1L1 EHF EIF4G2 EIF4G3 EIF5 EIPR1 ELF1 ELK3 ELMOD2 ELOB ELOC EMB EMC2 EMC6 EMG1 ENAH ENDOG ENKD1 ENKUR ENPP4 ENPP5 ENSG00000286190 EP400 EPB41L1 EPB41L4B EPPIN ERBB4 ERCC1 ERCC3 ERCC4 ERGIC3 ERH ERICH2 ERICH3 ERICH5 ERICH6-AS1 ERLEC1 ERLIN2 ESPN ESYT2 ETFB ETNK1 EVI5 EVL EXOSC4 EZR F11R FABP6 FAIM FAM104B FAM107B FAM120A FAM13A FAM161A FAM166B FAM172A FAM174A FAM200B FAM210B FAM216B FAM221A FAM227A FAM229B FAM47E FAM50B FAM81B FAM98C FANCF FANK1 FAXDC2 FBRS FBXL13 FBXL2 FBXL5 FBXO15 FBXO36 FBXW9 FCF1 FDXR FGF14 FGF14-AS2 FGGY FHAD1 FHOD1 FIBP FIS1 FLACC1 FNDC11 FOCAD FOXA1 FOXC1 FOXJ1 FOXO3 FOXP1 FRMPD2 FSD1L FTO FUZ FXR1 FXYD1 FXYD3 FYB2 FZD6 GABARAP GABARAPL2 GABPB1-AS1 GADD45GIP1 GALNS GAPVD1 GAR1 GAS2L2 GAS7 GAS8 GBP6 GCC2 GCHFR GCLC GCLM GEMIN6 GET1 GFER GFM2 GFOD2 GID8 GIHCG GIPC2 GIPR GK GK5 GLB1L GLE1 GLIPR2 GLIS3 GLT8D1 GLYR1 GMDS GMPPB GMPR2 GNA11 GNA14 GNAL GNAS GNB2 GNG12 GNS GOLGA2P5 GOLM1 GOLM2 GOLPH3L GON7 GPATCH1 GPBP1 GPR107 GPR162 GPX1 GPX4 GPX8 GRIN3B GSDMD GSTA1 GSTA2 GSTP1 GTF2A2 GTF2H5 GTF3C1 H1-10 H1-2 H2AC8 H2AJ H2AZ2 H2BC21 H2BC5 HACD3 HACD4 HAGHL HCG14 HDGF HDLBP HEBP2 HECTD1 HES2 HES6 HHLA2 HIBADH HILPDA HINT1 HINT2 HIPK1 HIPK1-AS1 HMGB2 HMGN2 HMGN3 HMGN5 HNRNPC HNRNPF HOATZ HRAS HS3ST6 HSBP1 HSD11B1L HSP90AA1 HSP90AB1 HSP90B1 HSPA8 HSPBP1 HSPD1 HSPE1 HSPH1 HYDIN IARS2 ICA1L ICMT IDH2 IDH3A IDNK IDS IFT122 IFT140 IFT172 IFT20 IFT22 IFT25 IFT27 IFT43 IFT46 IFT52 IFT57 IFT74 IFT80 IFT81 IFT88 IFTAP IGF1R IGFBP2 IGFBP5 IGFBP7 IK IL5RA ILF3-DT INHBB INTS10 INTS11 IP6K1 IPO4 IQANK1 IQCA1 IQCB1 IQCD IQCE IQCG IQCH IQCK IQUB IRAG1-AS1 IRF2 IRF6 IRF9 IRX3 ISCA1 ISCA2 ISCU ITGB4 ITGB8 ITGB8-AS1 JHY JKAMP JOSD2 JPT1 JPT2 KANSL1L KATNAL2 KATNB1 KATNIP KAZN KBTBD4 KCNE1 KCNE3 KCNH3 KCNRG KCTD1 KCTD12 KDM1B KDM2A KDM3B KIAA0232 KIAA1522 KIAA1671 KIAA2012 KIAA2013 KIF19 KIF21A KIF27 KIF3A KIF3B KIF5B KIF9 KIFAP3 KLHDC10 KLHDC9 KLHL6 KNDC1 KPNA3 KPNA6 KRT23 KRT42P KRT80 KTN1 L3MBTL2 LAMTOR2 LAMTOR4 LAMTOR5 LAP3 LARP1 LARP6 LARP7 LARS1 LASP1 LCA5 LCA5L LCOR LDHB LDLRAD1 LEKR1 LENG8 LEPROTL1 LGALS3 LIMK2 LIMS1 LINC00467 LINC01004 LINC01186 LINC01436 LINC01571 LINC02265 LINC02875 LINC03086 LKAAEAR1 LMLN LMNTD1 LMO2 LRIG1 LRP11 LRP8 LRRC10B LRRC18 LRRC23 LRRC34 LRRC37A4P LRRC4 LRRC45 LRRC46 LRRC49 LRRC56 LRRC58 LRRC61 LRRC71 LRRC73 LRRC74B LRRIQ1 LRRIQ3 LRTOMT LRWD1 LSM3 LSM4 LSM5 LXN LY6G5C LYL1 LYRM2 LYRM7 LYSMD2 LZTFL1 MACC1 MAFG-AS1 MAGIX MAK MAP1A MAP1B MAP1LC3A MAP3K19 MAP3K2 MAP6 MAP9 MAPK15 MAPK8IP1 MAPRE3 MARCHF10 MARCHF6 MARCKS MAT2B MATCAP2 MATR3 MAZ MB MBD2 MBOAT1 MBTPS1 MCAT MDH1 MDH1B MDM1 MDM2 ME3 MEAF6 MED25 MED31 MEIG1 METRN METTL26 METTL27 METTL5 METTL7A MFSD6 MGAT5 MGMT MGST2 MGST3 MICOS10 MICOS13 MIF MIPEP MISP MISP3 MKKS MKS1 MLF1 MLXIP MMP24OS MNAT1 MNS1 MOK MORF4L1 MORF4L2 MORN1 MORN2 MORN3 MORN5 MPC2 MPDZ MPLKIP MRLN MRNIP MROH1 MROH9 MRPL13 MRPL18 MRPL20 MRPL22 MRPL23 MRPL40 MRPL41 MRPL43 MRPL47 MRPL51 MRPL53 MRPL54 MRPL57 MRPS16 MRPS18C MRPS21 MRPS28 MRPS31 MRPS33 MS4A8 MSH3 MT3 MTCH2 MTF1 MTIF3 MTMR2 MTMR6 MTSS1 MTSS2 MTURN MTX1 MUC12 MUC12-AS1 MUC15 MUC16 MUC20 MUC4 MYB MYCBPAP MYCT1 MYEF2 MYG1 MYH14 MYLK MYO1E MYO5B MZF1 NAA20 NAA38 NACC2 NANS NAP1L1 NAP1L4 NARF NARS1 NAT1 NAT14 NBEA NBR1 NCF2 NCK2 NDFIP2 NDUFA1 NDUFA11 NDUFA13 NDUFA2 NDUFA3 NDUFA4 NDUFA7 NDUFA8 NDUFAB1 NDUFAF3 NDUFB1 NDUFB10 NDUFB2 NDUFB3 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFC1 NDUFC2 NDUFS3 NDUFS6 NDUFS8 NEAT1 NEDD8 NEK1 NEK10 NEK11 NEK4 NELFE NET1 NFIA NFU1 NGRN NHERF1 NHLRC4 NIN NME5 NME7 NOP10 NOSIP NPHP1 NPTN NQO1 NR2F2 NR2F6 NRAV NSFL1C NSMCE1 NSUN7 NT5C3A NUCB2 NUDC NUDCD2 NUDT2 NUDT5 NUP50 NUP50-DT NWD1 OAZ1 OCEL1 OCIAD2 ODAD1 ODAD2 ODAD3 ODAD4 ODF2 ODF2L ODF3B OGFOD2 OMA1 OR7E47P ORAI2 ORC4 ORMDL2 OSBPL6 OSCP1 OTUD4 OTUD6B-AS1 P4HTM PACRG PAIP2 PALMD PAPOLA PARK7 PART1 PARVA PCAT19 PCDH7 PCM1 PCNX4 PCSK5 PCYT2 PDCD6 PDCD6IP PDIA4 PDLIM4 PDPK1 PERP PEX11G PEX16 PEX6 PFDN5 PFN2 PGLS PGM2L1 PHF11 PHIP PHTF1 PIERCE1 PIERCE2 PIFO PIGP PIH1D2 PIN1 PIN4 PINLYP PIR PITPNM1 PITX1 PKD1 PKIB PKIG PKN1 PLA2G10 PLAAT2 PLAAT3 PLAAT4 PLAC8 PLCH1 PLEKHA5 PLEKHB1 PLEKHG7 PLEKHS1 PLPP2 PLPP5 PLPPR3 PLXNB1 PLXNB2 PNKD PNKP PNMA1 PNPLA4 POC5 POFUT2 POLD2 POLR2I POMP POP4 POP5 PPID PPIL6 PPOX PPP1R14C PPP1R16A PPP1R32 PPP1R36 PPP1R42 PPP1R7 PPP2CB PPP4R3B PPP6R1 PRDX1 PRDX3 PRDX5 PRKAR1A PRKCE PRMT5 PROM1 PRPF6 PRR13 PRR15 PRR29 PRR34-AS1 PRR7 PRRG4 PRRT3 PRSS12 PRUNE2 PSCA PSD3 PSENEN PSIP1 PSMA4 PSMA5 PSMB1 PSMB10 PSMB3 PSMB5 PSMB7 PSMB9 PSMD10 PSMD4 PSMD6 PSMD9 PSMG3 PTBP3 PTGES3 PTGR1 PTPMT1 PTPN3 PTPRF PTPRN2 PTPRT PUDP PUM2 PWWP2B PXN PYCARD PYCR2 PZP RAB11A RAB11FIP4 RAB36 RABGAP1L RABL2A RABL2B RABL6 RAC1 RAD50 RAD9A RALB RALGAPA2 RALGAPB RAMP1 RANBP9 RASGEF1B RB1CC1 RBKS RBM20 RBM24 RBM27 RBM38 RBM43 RBX1 RCAN3 REC8 REPIN1 REST REXO2 RFX2 RFX3 RGS22 RHOU RHPN1 RHPN2 RIBC1 RIBC2 RIIAD1 RIPOR2 RNF6 RNPEP ROMO1 ROPN1L RP1 RPA3 RPGR RPGRIP1L RPL23AP7 RPL26L1 RPL36AL RPL39L RPP38 RPRD2 RPS27L RRAD RRAGA RRP12 RSPH1 RSPH14 RSPH3 RSPH4A RSPH9 RTP4 RUNX1 RUVBL1 RUVBL2 S100A11 SAMD15 SAMHD1 SANBR SAP18 SAP30 SAPCD1-AS1 SARAF SATB1 SAXO2 SBNO1 SCAMP4 SCAND1 SCCPDH SCGB2A1 SCRN1 SDCCAG8 SDHC SEC14L1 SEC14L3 SELENOH SELENOW SEM1 SEMA3C SEPTIN7 SEPTIN9 SERF2 SERPINB6 SERPINI2 SERTAD2 SETX SF3A1 SF3B2 SF3B5 SF3B6 SFXN3 SGSM3 SH3D19 SHOC2 SHROOM3 SIGIRR SIVA1 SIX1 SIX4 SKP1 SLAIN2 SLC22A23 SLC22A4 SLC25A14 SLC25A24 SLC25A29 SLC25A36 SLC25A4 SLC27A2 SLC30A5 SLC35A2 SLC35A3 SLC38A4-AS1 SLC44A4 SLC4A11 SLC51B SLC6A6 SLC6A9 SLC7A2 SLFN13 SLTM SMAD4 SMAP2 SMARCA2 SMARCA4 SMDT1 SMIM14 SMIM19 SMIM22 SMIM26 SMIM5 SMIM6 SMKR1 SMPD2 SMPD3 SMYD2 SNAPC1 SNCAIP SNHG10 SNORC SNRNP25 SNRPD1 SNRPE SNRPG SNTN SNW1 SNX14 SNX29 SOAT1 SOD1 SORBS2 SOX2 SPA17 SPACA9 SPAG1 SPAG16 SPAG17 SPAG6 SPAG7 SPAG8 SPATA17 SPATA18 SPATA24 SPATA33 SPATA4 SPATA6 SPATA6L SPATA7 SPATS1 SPATS2L SPCS1 SPEF1 SPEF2 SPG11 SPNS1 SPPL2B SPTLC2 SQLE SRA1 SRD5A2 SRD5A3 SRGAP3 SRGAP3-AS2 SRI SRP14 SRPK2 SS18 SSB SSBP1 SSBP3 SSBP4 SSNA1 SSRP1 ST13 ST6GALNAC1 ST6GALNAC2 ST6GALNAC6 STAG3 STAU1 STIM2 STIMATE STING1 STIP1 STK11IP STK33 STK36 STK40 STMND1 STMP1 STOML2 STOML3 STOX1 STPG1 STRBP STUB1 STX16 STYXL1 SUB1 SUDS3 SUGP2 SUGT1 SUN1 SURF2 SYAP1 SYBU SYNE1 SYNE2 SYNGAP1 SYTL1 SYTL2 SYTL3 TACC2 TAGLN3 TAX1BP1 TBC1D8 TBCA TBCB TBL1XR1 TCP1 TCTN1 TEAD1 TECR TEDC1 TEKT1 TEKT2 TEKT3 TEKT4 TENT4B TEX26 TEX9 TFDP1 TFF3 TFPT THOC7 THYN1 TIMP4 TJP2 TJP3 TLCD2 TLE5 TM9SF1 TM9SF2 TMBIM6 TMC4 TMC5 TMED10 TMEM107 TMEM121 TMEM123 TMEM131 TMEM14B TMEM154 TMEM160 TMEM190 TMEM212 TMEM218 TMEM219 TMEM231 TMEM232 TMEM254 TMEM258 TMEM40 TMEM45B TMEM50B TMEM59 TMEM67 TMEM68 TMF1 TNFAIP8L1 TNFRSF19 TNRC6B TOB2 TOGARAM1 TOGARAM2 TOMM34 TOMM6 TP53AIP1 TP53BP1 TP53INP1 TP53INP2 TP53TG1 TP73 TPGS1 TPGS2 TPPP TPPP3 TPR TPRG1L TRADD TRAF3IP1 TRAK1 TRAPPC2L TRAPPC5 TRIM2 TRIM29 TRIM37 TRIM41 TRIM44 TRIP12 TRIP13 TRIR TRIT1 TRMT1L TRPT1 TRPV4 TSGA10 TSNAXIP1 TSPAN1 TSPAN19 TSPAN2 TSPAN3 TSPAN6 TSPYL4 TSTD1 TTC12 TTC16 TTC21A TTC21B TTC26 TTC29 TTC30A TTC30B TTC32 TTC39C TTC39C-AS1 TTC5 TTC9 TTF1 TTLL10 TTLL5 TUBA1A TUBA4B TUBB4B TUBGCP2 TUFM TULP3 TUSC2 TUSC3 TWF1 TXLNB TXN TXNL4A TXNRD1 TYMP UACA UBA1 UBAC1 UBB UBE2H UBE2L3 UBE2T UBE3D UBL3 UBL5 UBR5 UBXN10 UBXN11 UBXN4 UCKL1-AS1 UCP2 UFC1 UGCG UGDH ULK4 UMODL1-AS1 UNC119B UNC5B-AS1 UNC93B1 UPF1 UPF3A UQCC3 UQCR11 UQCRC1 UQCRQ USP10 USP16 USP2 USP22 USP43 USP51 USP7 USP9X UXT VAMP8 VCAN VCP VDAC3 VEZF1 VILL VIM-AS1 VPS13C VPS35 VRK1 VRK3 VSTM2L VWA3A VWA3B VWA5A WARS1 WASHC3 WDFY1 WDR13 WDR19 WDR24 WDR35 WDR38 WDR45B WDR49 WDR54 WDR73 WDR86-AS1 WDR90 WDR93 WDTC1 WFDC21P WFDC3 WFDC6 WNK1 WRAP53 WRNIP1 XPNPEP3 XPO1 XRCC1 XRN2 XRRA1 YWHAE YWHAH ZBBX ZBED5-AS1 ZBTB18 ZBTB44 ZC2HC1A ZC2HC1C ZC3H6 ZCRB1 ZCWPW1 ZDHHC1 ZFHX2 ZFP90 ZKSCAN1 ZMAT2 ZMYND10 ZMYND12 ZNF106 ZNF204P ZNF264 ZNF273 ZNF3 ZNF33A ZNF33B ZNF428 ZNF440 ZNF473CR ZNF524 ZNF609 ZNF652 ZNF664 ZNF688 ZNHIT1 ZNHIT2 ZSCAN18 TRAVAGLINI_LUNG_SEROUS_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_SEROUS_CELL AIF1L AK4 ALDH18A1 ALDH1L1 APIP AQP5 ATP2A3 AZGP1 BARX2 BAZ2B-AS1 BPIFA1 BPIFB1 C6orf58 CA2 CAPN12 CCL28 CDC42EP5 CLDN10 CRISP3 CXCL17 CYP4X1 DEPTOR DMBT1 ELAPOR1 ELF5 FAM107B FAM3D FDCSP FKBP11 FUOM GATM GCNT3 GGTA1 GMDS GNAS GPT2 HSD17B2 KCNN4 LINC01829 LPO LRRC26 LTF LYZ MANSC1 MARCKSL1 MIA MUC7 NDRG2 NPDC1 NUCB2 ODAM PADI2 PAIP2B PART1 PDCD4 PHB1 PHGDH PHLDA1 PIGR PIP PKDCC PLTP PPP1R16A PPP1R1B PRB1 PRB2 PRB3 PRB4 PRH1 PRH2 PRR4 PYCR1 RBP7 RTN1 S100A1 S100B SELENOM SERPINA3 SFRP1 SH3BGRL2 SLC12A2 SLC13A2 SLC5A1 SLPI SMCO4 SMR3A SSR4 STK39 TCN1 TESC TPD52L1 TTYH1 WFDC2 WFDC21P XBP1 ZG16B TRAVAGLINI_LUNG_SIGNALING_ALVEOLAR_EPITHELIAL_TYPE_2_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_SIGNALING_ALVEOLAR_EPITHELIAL_TYPE_2_CELL ABCA3 AKAP13 ATP11A ATP8A1 C16orf89 C1orf21 CACNA2D2 CD44 CD74 CD81 CHIAP2 CLDN18 CPM CREB3L1 CRTAC1 CXCL17 CYB5A DLC1 DRAM1 DUOX1 ETV5 FABP5 FASN FBP1 FNIP2 GKN2 GSTA4 HOPX IRX2-DT KCNJ15 LAMP3 LMO3 LRRK2 MALL MBIP MTUS1 MUC1 NECAB3 NINJ2 NPC2 PARM1 PCDH9 PEBP4 PGC PMM1 PPP2R5A PTPN13 PXMP4 QSOX1 RFTN1 RGS16 RNASE1 ROS1 S100A14 SCD SECISBP2L SELENBP1 SFTA3 SFTPA1 SFTPA2 SFTPB SFTPC SFTPD SLC22A31 SLC34A2 SNX30 TMEM125 TMSB4X TXNDC17 TXNIP ZNF385B TRAVAGLINI_LUNG_TREM2_DENDRITIC_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_TREM2_DENDRITIC_CELL A2M ABCC3 ABHD12 ABHD2 ACAA2 ACE ACO1 ACOT13 ACOT7 ACP2 ACP5 ACTN1 ADA2 ADAMDEC1 AGPAT2 AIF1 AKR1A1 AKR1B1 ALAS1 ALCAM ALDH1A1 ALDH2 ALDOA ALOX5 ANPEP ANXA2 ANXA4 ANXA5 AP2S1 APLP2 APOC1 APOC1P1 APOE ARHGAP18 ARHGEF10L ARPC1B ASAH1 ATF3 ATG7 ATOX1 ATP1B3 ATP5F1B ATP5MC3 ATP5PD ATP6AP1 ATP6AP2 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0E1 ATP6V1A ATP6V1B2 ATP6V1D ATP6V1F AVPI1 AXL BASP1 BCAP31 BCAT1 BHLHE41 BLOC1S1 BLVRB BRI3 C15orf48 C1QA C1QB C1QC C1orf162 C1orf54 C2 C3AR1 C5AR1 CA2 CALM2 CALR CALU CAMK1D CAMP CANX CAPG CAPZA2 CAVIN3 CBR1 CCL18 CD14 CD151 CD300LF CD4 CD40 CD44 CD58 CD59 CD63 CD68 CD74 CD81 CD84 CD86 CD9 CEBPA CFD CHCHD10 CHCHD6 CHI3L1 CHIT1 CIAO2A CIR1 CISD2 CLEC10A CLEC4E CLEC7A CLIC2 CLTA COL6A1 COL6A2 COLGALT1 COMT COPRS CORO1B CORO1C COX5A COX5B CPM CPVL CREG1 CRIP1 CSF1R CST3 CSTB CTNNA1 CTSA CTSB CTSC CTSD CTSH CTSK CTSL CTSS CTSZ CXCL10 CXCL16 CXCL9 CYB5A CYBA CYBB CYC1 CYFIP1 CYP27A1 DAB2 DBI DDRGK1 DHRS4 DNASE2 DNASE2B DNPH1 DPP7 DPYSL2 DST DUSP23 DYNLL1 ECHS1 EIF4EBP1 ELOB EMC3 EMC7 EMP1 ENG ENO1 EPHX1 EPSTI1 ERP44 FABP3 FABP5 FBP1 FCER1G FCGR1A FCGR2A FCGR2B FCGRT FCHO2 FDX1 FERMT3 FEZ2 FILIP1L FLNA FMNL2 FN1 FPR3 FTH1 FTL FUCA1 FUOM G0S2 GAA GABARAP GBP1 GCHFR GGTA1 GK GLA GLB1 GLIPR2 GLRX GLUL GM2A GMPR GNAI2 GNAS GNB4 GNS GPCPD1 GPNMB GPX1 GPX3 GPX4 GRB2 GRINA GRN GSN GSTO1 GSTP1 GUSB HADHB HAVCR2 HCK HEBP1 HEXA HEXB HLA-A HLA-DMA HLA-DMB HLA-DOA HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB5 HLA-DRB6 HM13 HMOX1 HNMT HSD11B1 HSD17B14 HSD17B4 HSD3B7 HSP90AA1 HSP90AB1 HSPA1A HSPB1 HSPE1 HYAL2 IDH1 IFI27 IFI30 IFI6 IFNGR1 IGSF6 IL13RA1 IL18 IL3RA IL4I1 ISCU ISOC2 ITGAM ITGAX ITGB2 ITM2B JPT1 KCNMA1 KCTD12 KLF4 KYNU LACTB LAIR1 LAMP1 LAMP2 LAMTOR2 LAP3 LGALS1 LGALS2 LGALS3 LGALS3BP LGALS9 LGMN LHFPL2 LILRB3 LILRB4 LILRB5 LIMS1 LIPA LRP1 LRPAP1 LRRFIP1 LTA4H LY86 LY96 LYSET LYZ MACROH2A1 MAFB MAN2B1 MARCKS MARCO MCEMP1 MCOLN1 MDH1 ME1 MFSD1 MFSD12 MGAT1 MGLL MGST1 MGST2 MGST3 MICOS13 MMP14 MMP9 MNDA MRAS MRC1 MRTO4 MS4A4A MS4A6A MS4A7 MSR1 MTCH2 MTX1 MVP MX1 MYDGF MYL6 MYOF NAA20 NAGK NANS NCEH1 NCF1 NCF1C NCF2 NCK1 NDUFA12 NDUFAB1 NDUFB2 NDUFB9 NDUFS3 NDUFS8 NEAT1 NEK6 NME1 NOP10 NPC2 NPL NR1H3 NTAN1 NUPR1 OAS1 OLR1 OSBPL1A OSCAR P2RX4 PALLD PAPSS1 PARVB PCBD1 PCK2 PDIA6 PDK4 PDLIM1 PDLIM7 PDXK PEA15 PEPD PFKP PGD PHLDA3 PILRA PKM PLA2G2D PLA2G7 PLAUR PLBD1 PLD3 PLEKHB2 PLEKHO1 PLPP3 PLSCR1 PLXDC2 PMP22 POMP PPARG PPIC PPT1 PRCP PRDX1 PRDX3 PRDX4 PRXL2A PSAP PSMA3 PSMA6 PSMA7 PSMB1 PSMB3 PSMB5 PSMB6 PSMD8 PSME2 PTAFR PTGDS PTMS PTPMT1 PTTG1IP PYCARD QPCT RAB11FIP1 RAB13 RAB1A RAB20 RAB31 RAB32 RAB5C RAB7A RAC1 RALA RARRES1 RASSF4 RBM47 RBP4 RDX REEP5 RENBP RETN RGCC RHEB RHOA RHOB RILP RMDN3 RNASE1 RNASE6 RNF13 RNF130 RNF149 RNH1 RPS27L RRAGD RRAS RTN4 S100A10 S100A11 S100A13 S100A6 SCARB2 SCCPDH SCD SCPEP1 SDC2 SDCBP SDHB SDSL SERF2 SERPINA1 SERPINF1 SERPING1 SFTPC SGK1 SGMS2 SH3BGRL SH3BGRL3 SHTN1 SIRPA SLAMF7 SLAMF8 SLC11A1 SLC15A3 SLC16A3 SLC1A3 SLC25A5 SLC29A1 SLC31A1 SLC31A2 SLC38A6 SLC3A2 SLC40A1 SLC49A3 SLC7A7 SLCO2B1 SMCO4 SMIM30 SMS SNX10 SNX2 SOAT1 SPARC SPG21 SPI1 SPP1 SQOR SQSTM1 SSR3 STAT1 STEAP3 SYNGR2 TAGLN2 TALDO1 TBC1D2 TCEAL4 TCN2 TFEC TFRC TGFBI THEMIS2 TIMM8B TIMP2 TM6SF1 TMBIM1 TMBIM6 TMED10 TMED9 TMEM147 TMEM14C TMEM176A TMEM176B TMEM205 TMEM51 TMEM70 TMSB10 TMSB4X TNFAIP2 TNFSF12 TNFSF13B TNS1 TOR3A TPP1 TREM1 TREM2 TRIP6 TSC22D1 TSPAN4 TSPO TUBA1B TUBA1C TUBB6 TWF2 TXN TXNDC17 TXNRD1 TYMP TYROBP UBD UBE2E2 UNC93B1 UQCRC1 UROD VAMP5 VAMP8 VAT1 VDAC1 VIM VKORC1 VOPP1 VPS29 VSIG4 WARS1 YBX1 YWHAH ZFAND5 ZNF385A TRAVAGLINI_LUNG_VASCULAR_SMOOTH_MUSCLE_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_VASCULAR_SMOOTH_MUSCLE_CELL ACTA2 ACTG2 ACTN1 ADGRF5 ARHGDIB BGN CALD1 CAV1 CDH6 CNN1 CNN3 COX4I2 CRIM1 ECRG4 EFHD1 EGFL6 EPAS1 EPS8 ESAM EZR FHL5 FRZB HES4 HEYL HSPA2 IGFBP7 INPP4B ISYNA1 ITGA1 JAG1 KRT18 LGI4 LMOD1 LPP LRRC32 MCAM MSRB3 MYH9 MYL6 MYL9 MYLK NOTCH3 PARM1 PDGFA PDLIM7 PPP1R14A PTMA RCAN2 RGS5 RPS7 SEMA5A SEPTIN7 SOD3 SYTL2 TAGLN TINAGL1 TM4SF1 TPM1 TPM2 TPM4 WFDC1 TRAVAGLINI_LUNG_VEIN_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_VEIN_CELL ABI3BP ACKR1 ADAMTS4 ADAMTS9 ADGRG6 C7 CADM3-AS1 CCL23 CLU CPE CSF3 CXCL2 CYP1B1 FSTL3 FTH1 HDAC9 ICAM1 IL1R1 LYST LYVE1 MMRN1 NAMPT NCOA7 NNMT PLA1A PLAT PRCP PRSS23 PTGDS SELE SELP SLCO2A1 SOD2 SOX7 SRPX TIMP1 TNFAIP3 UPP1 VCAM1 VWF VANGURP_PANCREATIC_ALPHA_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VANGURP_PANCREATIC_ALPHA_CELL ALDH1A1 B2M CFC1 CLU CRYBA2 CYSTM1 DPP4 F10 FAP FXYD3 FXYD5 GC GCG GLS GPX3 HIGD1A HLA-A HLA-E IRX2 ITGB1 KCTD12 LOXL4 MUC13 NAA20 PALLD PAPPA2 PCSK2 PEMT PLCE1 PLIN3 RGS4 RNASEK SLC7A2 SMIM24 SPINT2 TM4SF4 TMEM176A TMEM176B TTR VGF VANGURP_PANCREATIC_BETA_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VANGURP_PANCREATIC_BETA_CELL ABCC8 ADCYAP1 ALCAM ALDOA ARG2 ARL6IP5 ATP2A3 C1QL1 C1orf127 CADM1 CASR CDKN1A CDKN1C CNP CYP2U1 CYYR1 DBI DHRS2 DHRS7 DLK1 DNAJB9 EIF4A2 ELMO1 ENO1 ENTPD3 ERO1B FXYD2 G3BP1 G6PC2 GAD2 GLIS3 GNAS GSN HADH HERPUD1 HSP90AB1 HSPA8 IAPP IGF2 INS INS-IGF2 ITPR3 KCNK16 LDHB LOC154761 MAFA MAFB MAP1B MT-CO1 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MTUS2 MXRA7 NECTIN3 NKX6-1 NPTX2 OTULINL P2RY1 PAPSS2 PCSK1 PDX1 PEBP1 PEMT PERP PFKFB2 PFN2 PHACTR2 PLCXD3 PPP1R1A PRDX1 PRUNE2 PSAP PTEN RBP4 RGS16 ROBO2 RPL17 RPL23 RPL24 RPL3 RPL4 RPL5 RPL7 RPL7A RPS23 RPS3 RPS4X RPS6 RRAGD SAMD11 SCD SCD5 SCG3 SCGN SELENOW SERINC1 SHISAL2B SLC30A8 SLC39A14 SLC6A6 SORL1 STX1A SURF4 SUSD4 SYT13 TGFBR3 TIMP2 TMEM150C TMEM37 TNS1 TPM3 TSPAN1 TSPAN13 UCHL1 VEGFA WARS1 WSCD2 YWHAQ VANGURP_PANCREATIC_DELTA_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VANGURP_PANCREATIC_DELTA_CELL ABCC9 ABI3BP ADGRL2 AKAP12 AMIGO2 ANK1 AQP3 ARFGEF3 BAIAP3 BCHE BHLHE41 C22orf42 CADM1 CALB1 CASR CBLN4 CD9 CPB1 CXADR DHRS2 DIRAS3 DPYSL3 EDN3 EEIG1 EHF ERBB4 ETV1 EYS F5 FFAR4 FRZB GABRB3 GPX3 HADH HHEX ISL1 LDHA LEPR LRFN5 MDK MLPH MS4A8 MTUS1 NCOA7 NDRG4 NLRP1 NPTX2 OPRD1 PAPPA2 PCP4 PCSK1 PDLIM4 PKIB PLEKHB1 PRG4 PSIP1 RASSF6 RBP4 RGS2 S100A6 SCD5 SEC11C SERPINA1 SLC17A6 SLC38A1 SORL1 SST SYNE2 TENM3 TIMP2 TMSB4X TPPP3 UNC5B VIM VMP1 VANGURP_PANCREATIC_GAMMA_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VANGURP_PANCREATIC_GAMMA_CELL ABCB1 ABCC9 AKAP12 AMOTL1 AQP3 ARX BMERB1 CALB1 CARTPT CHN2 CHRM3 CPB1 DPYSL3 ETV1 FGFR1 FXYD2 FXYD6-FXYD2 GC GCNT3 ID1 ID2 ID4 INPP5F MEIS2 PAX6 PEG10 PPY PTP4A3 PXK S100A10 SCG2 SCGB2A1 SEMA3E SERTM1 SLC4A4 SLC6A4 SLITRK6 SPINK1 SPOCK1 STMN2 THSD7A TM4SF4 TMEM176B TMEM47 TXNIP ZHENG_CORD_BLOOD_C10_MULTILYMPHOID_PROGENITOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHENG_CORD_BLOOD_C10_MULTILYMPHOID_PROGENITOR ACAP2 ACTG1 ACY3 ADA AFF1 ARHGAP25 ARHGEF7 ARL6IP5 ARPC5L ARRB2 BAALC BTK C9orf78 CARD11 CARD19 CD47 CD52 CD74 CD99 CLNK COBLL1 COL24A1 CORO1A CXXC5 CYFIP2 CYTH1 CYTH4 DDX17 DSTN EVL FAM30A FGD6 GFOD1 GSTP1 HCST IGHM IL6R IQGAP2 IRF8 ITGAL ITM2C JAML JCHAIN KCNK17 KIAA0087 LAIR1 LINC00173 LINC00426 LINC00865 LPIN1 LST1 LTB LUC7L3 LZTFL1 MALAT1 MAP1A MED13L MEF2A MME MZB1 NCOA7 NEGR1 NHERF1 NIN OSBPL3 PACSIN1 PAG1 PIK3R1 PRAM1 PREX1 PRKCB QPRT RAB31 RBM17 RBM38 RERE RNASET2 RSRP1 S100Z SASH3 SATB1 SCN3A SETBP1 SH2D3C SH3TC1 SLC2A5 SPINK2 SPNS3 STARD9 SYK TNFAIP2 TRAF3IP3 TRBC2 TTC3 TYROBP USP36 VSIR ZHENG_CORD_BLOOD_C1_PUTATIVE_MEGAKARYOCYTE_PROGENITOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHENG_CORD_BLOOD_C1_PUTATIVE_MEGAKARYOCYTE_PROGENITOR ABCC3 ABCC4 ACTN1 ARHGAP18 ARHGAP6 BANK1 BIN2 C2orf88 C3orf52 CA2 CALD1 CAMK1 CAVIN2 CCDC68 CCL5 CCND1 CD36 CD9 CENPA CLEC1B CLU CMAS CMTM5 COQ2 CTTN CXCL3 DAAM1 DMTN DNM3 EFNB2 ESAM EXOC3L2 F13A1 FCGR2A FERMT3 FYB1 GABRE GFI1B GNAZ GP1BA GP6 GP9 GRAP2 GSN HBD HEXIM1 HPSE ITGA2B ITGA6 KALRN KCNE3 LCN2 LGALSL LIMS1 LRRC32 LTBP1 LY6G6D LY6G6F MFAP3L MMRN1 MOB3C MYL12A MYLK NEXN NID1 NRGN PBK PDE3A PDE5A PDGFA PDGFB PDLIM1 PF4 PF4V1 PLEK PPBP PPIF PRKAR2B PROS1 RAB27B RBPMS2 RGS18 RUFY1 SELP SLC44A1 SLFN14 SPTB STOM TESC THBS1 TMEM40 TMSB4X TPM1 TREML1 TSPAN15 TUBB1 VCL VWF ZHENG_CORD_BLOOD_C2_PUTATIVE_BASOPHIL_EOSINOPHIL_MAST_CELL_PROGENITOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHENG_CORD_BLOOD_C2_PUTATIVE_BASOPHIL_EOSINOPHIL_MAST_CELL_PROGENITOR AFF2 ALOX5AP ANXA1 ASRGL1 ATF4 BACE2 BRIX1 CALR CANX CASP3 CCDC88A CD63 CD82 CHP1 CHPT1 CNRIP1 CSF2RB CTNNBL1 DNAJC9 EMP3 FAM178B FBXO33 FBXO7 FLNA FOSB GATA1 GATA2 GDE1 GLUL GOLT1B GRAP2 GSE1 GTF3C4 HDC HMGCS1 HPGDS HSP90AB1 HSPA5 IFITM2 IKZF2 ING2 JUND LAPTM5 LDB1 LGALS1 LMNA LMO4 LYAR MALAT1 MIR4435-2HG MLEC MS4A2 MS4A3 MT-TL1 NDEL1 NEDD9 P2RX5 P4HB PABPC4 PDIA3 PIM2 PLEK PLGRKT PLIN2 PNMT PNN POU2F2 PPP1R15A PSME4 PTMA RAB11FIP1 S100A4 S100A6 SDF2L1 SEC24D SLC25A3 SLC2A1 SLC40A1 SLC6A6 SMIM1 SOX4 SPTY2D1 STAM STAT5A TENT5A TES TFR2 TFRC TIMM17A TMSB10 TOB2 TPSAB1 TRIB2 TSPYL2 VASP VIM ZHENG_CORD_BLOOD_C3_MEGAKARYOCYTE_ERYTHROID_PROGENITOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHENG_CORD_BLOOD_C3_MEGAKARYOCYTE_ERYTHROID_PROGENITOR ACSL4 ACSM3 ANK1 APOC1 ARL4A B3GNT2 BCCIP BLVRB CAT CCDC112 CD36 CD40LG CDC42BPA CENPF CNRIP1 CSF1 CSF2RB CTNNBL1 CXADR CYTOR DKC1 EIF4G2 EIF5B EMP3 EPOR EREG FADS2 FAM178B FBXO7 FECH FLNA GATA1 GATA2 GLUL HDAC2 HDAC7 HDC HMGN5 HSP90AA1 ICAM4 ITGA2B JUND KCNH2 KEL KIF20B KLF1 LDB1 LMAN1 LYAR MBD4 MINPP1 MIR4435-2HG MPC2 MYH10 MYL12A NAA38 NCL NECAB1 NET1 NOLC1 PA2G4 PABPC4 PARP1 PDCD4 PDZD8 PHTF1 PIP4K2A PKIG PLIN2 PNMT PNN PPP1R14A PRKAR2B PSTPIP2 PTMA PVT1 RAB11FIP1 REXO2 RHAG RYR3 S100A4 S100A6 SERBP1 SIAH2 SLC2A1 SLC40A1 SNRPD1 SOX4 SPTA1 SSB SSX2IP STAM STAT5A TFR2 TFRC TRIB2 TUBB2A TXNDC17 UROD ZEB2 ZHENG_CORD_BLOOD_C4_PUTATIVE_EARLY_ERYTHROID_COMMITMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHENG_CORD_BLOOD_C4_PUTATIVE_EARLY_ERYTHROID_COMMITMENT ABCA1 ARHGAP15 ATP6V0A2 BMP2K CAMLG CCND2 CD69 CD84 CDK6 CELF2 CKAP2 CPA3 CRACD CRHBP CTNNBL1 CYCS DDX21 DEPTOR DGKE DTD1 EIF2AK1 ELF1 ELMO1 EREG ERG ETS2 EWSR1 FOXO3 G3BP2 GALNT1 GATA2 GNAI1 HPGDS HSP90AA1 HTR1F IKZF2 IL1RL1 IMPA1 ITGA4 ITGAE ITPRID2 JUN KIT LAPTM4A LDLR LEPROT MAN2A2 MED12L MLLT3 MOB1B MPP1 MT-RNR2 MYB MYCT1 NFIA NFKBIZ NLK NOP58 PBX1 PDZD8 PHACTR4 PHTF1 PKIG PLXDC2 PNN PRKACB PSTPIP2 RAPGEF2 RHOH RIPOR3 RNF130 RSBN1 SDCBP SERPINB1 SESN3 SKIL SLA SLC38A2 SLC39A8 SLC40A1 SMIM27 SNX5 SPTY2D1 STK4 TAF1D TEC TESPA1 TNIK TSEN54 TSPYL2 YARS1 ZBTB16 ZBTB20 ZEB2 ZFAS1 ZMYND8 ZNF711 ZHENG_CORD_BLOOD_C5_SIMILAR_TO_HSC_C6_PUTATIVE_ALTERED_METABOLIC_STATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHENG_CORD_BLOOD_C5_SIMILAR_TO_HSC_C6_PUTATIVE_ALTERED_METABOLIC_STATE APOL3 AREG ATF3 AVP BTG2 C12orf57 CAVIN2 CD52 CD69 CD74 CLEC2B CLEC9A CRHBP CXCL8 DUSP1 DUSP2 EIF4A2 FOS GADD45A GADD45B GNG11 H1-10 H1-2 H1-3 H2AC20 H2AC8 H2BC21 H2BC4 H2BC5 H2BC7 H2BC8 H4C5 HLA-DQB1 HLA-DRA HLA-DRB1 HLF HMGA2 HOPX HSPA5 ID2 IER2 INSIG1 JAML JUN JUNB LINC00910 LPAR6 LRBA MAFF MDK MECOM MEF2C MEG3 MLLT3 MYCT1 NEAT1 NFKBIA NFKBIZ NR4A1 OXT PNRC1 RIPK2 RNU1-34P RNU12 RNU2-14P RNU2-3P RNU2-49P RNU2-59P RNU2-5P RNU2-63P RNU4-2 RNU4ATAC RNU5A-1 RNU5A-3P RNU5B-1 RNU5D-1 RNU5E-1 RNU5E-4P RNU5F-1 RNVU1-14 RNVU1-15 RNVU1-19 RNVU1-24 RNVU1-6 SELENOK SERTAD4 SEZ6L2 SKAP1 SNORD13 SOCS2 SPINK2 TMEM107 TPT1 TRA2B TUBB4B ZFP36 ZFP36L2 ZHENG_CORD_BLOOD_C6_HSC_MULTIPOTENT_PROGENITOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHENG_CORD_BLOOD_C6_HSC_MULTIPOTENT_PROGENITOR ALDH1A1 AREG ARPC5L AVP BEX1 CAVIN2 CCNH CCNY CD109 CD74 CEBPB CRHBP CXCR4 DDIT4 DUSP1 DUSP2 EZR FAM3C FOSL2 FOXO1 FTH1 GADD45A GATA3 GBP4 HIF1A HLA-DMB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB5 HLA-E HLF HMGA2 ID2 IRAK3 IRF1 KAT6A LIMCH1 LINC-PINT LPAR6 LRRFIP1 MAFF MAFG MAP3K8 MECOM MEF2C MEG3 MEIS1 MLLT3 MMRN1 MT-ND2 MT-ND5 NAMPT NEAT1 NFKBIA NR4A1 NR4A2 PABPC1 PELI1 PIM3 PPP1CB PREX2 PRKCH PTPRC RANBP2 RILPL2 RIPK2 RNF125 RNU2-63P SAMSN1 SAT1 SELENOK SLC2A3 SMCHD1 SNX9 SOCS2 SPP1 SRGN STAT1 TACC1 TAMALIN TCF4 TFPI THEMIS2 TNFRSF1B TPM2 TSC22D1 TSC22D3 TSPYL2 TUBA4A USP36 WDR45B ZFP36L2 ZNF331 ZHENG_CORD_BLOOD_C7_PUTATIVE_LYMPHOID_PRIMED_MULTIPOTENT_PROGENITOR_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHENG_CORD_BLOOD_C7_PUTATIVE_LYMPHOID_PRIMED_MULTIPOTENT_PROGENITOR_1 ANKRD26 ANKRD28 ANKRD36 ANKRD36C ARID4A ATG10 BCL11A BCL7A BEST1 BRCA2 BTF3 C1QTNF4 C6orf62 CALCOCO2 CALR CASP4 CCDC14 CD99 CHD1 CSF3R CSGALNACT2 CYTIP DEK DYNLT1 EIF2S3 ENO1 FAM161A FLT3 GBP4 GLIPR1 GNB4 GTF3A GYPC HIF1A HNRNPH1 HSP90B1 HSPA5 IFI16 IFITM1 IFITM3 IFNGR1 KPNB1 KRAS KRR1 LRRC75A LRRFIP1 MACROH2A1 MALAT1 MAP3K8 MIS18BP1 MSI2 MT-ATP8 MT-ND5 MT-ND6 MT-RNR2 MZB1 NAP1L1 NPDC1 NUCB2 PABPC1 PIK3R1 PIM2 PSMA6 PTPRE RFLNB RILPL2 RPL30-AS1 RUNX1 SELL SET SFXN1 SLK SMIM24 SNHG29 SPINK2 SPN SPTBN1 STARD4-AS1 TAOK3 TCERG1 TCF7L2 TPM4 TPT1 TRIM24 TSIX TTC3 TTF1 TUBA1B USP36 VPS35 WDR49 XIST ZBTB8A ZC3HAV1 ZFP36L2 ZRANB2 ZHENG_CORD_BLOOD_C8_PUTATIVE_LYMPHOID_PRIMED_MULTIPOTENT_PROGENITOR_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHENG_CORD_BLOOD_C8_PUTATIVE_LYMPHOID_PRIMED_MULTIPOTENT_PROGENITOR_2 ACTG1 ADA ANGPT1 ARHGAP25 ARHGAP30 ATP5F1E ATP5MC2 B2M BAALC BCL3 BTF3 C1QTNF4 CALHM6 CD34 CD44 CD48 CD52 CD74 CD99 COMMD6 CSF3R DYNLT1 EEF1B2 EGFL7 EIF3K ENO1 ERGIC1 ERLIN1 FAM30A FAU FLT3 GAPDH GAS5 GNG11 GSTP1 GYPC HCST HINT1 HLA-A HLA-B HLA-C HLA-DRA HNRNPA1 HOPX HSH2D IFITM1 IFITM3 IGFBP7 IGHM IGLL1 ITM2C LDLRAD2 LMNTD1 MACROH2A1 MAP3K8 MPG MT-CO1 MT-CO3 MT-CYB MT-ND3 MT-ND4 MT-TL1 MZB1 NACA NAP1L1 NPDC1 NUCB2 PADI4 PFDN5 PIK3R1 PRAM1 PROM1 PSME1 PTPRCAP RACK1 RASGRP2 RCSD1 RILPL2 RNASET2 RUNX1 S100A4 S100Z SELL SMIM24 SNHG5 SNHG6 SNHG8 SNRPD2 SPINK2 SPNS3 TMSB4X TPM4 TPT1 TSC22D3 UBA52 VMP1 ZFAS1 ZHENG_CORD_BLOOD_C9_GRANULOCYTE_MACROPHAGE_PROGENITOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHENG_CORD_BLOOD_C9_GRANULOCYTE_MACROPHAGE_PROGENITOR ACTG1 ANP32B ANXA1 ARID4A ATP2B1 ATP5F1B AZU1 B2M BCL11A BIRC5 C1QTNF4 C9orf78 CALM1 CALR CANX CD44 CD99 CENPF CFL1 CLEC11A CP DNAJC1 DSTN EIF3A ENO1 GADD45GIP1 GAPDH GSTP1 GYPC H1-10 H3-3B HDGF HGF HLA-A HLA-B HMGN2 HMGN5 HNRNPA1 HNRNPM HNRNPU HSP90AA1 HSP90B1 HSPD1 IGFBP7 IGLL1 IRF8 ITM2C KDM5A KRR1 LCP1 LGALS1 LPAR6 LRRFIP1 LYZ MACROH2A1 MAP3K2 MKI67 MPO MT-ND4 NAP1L1 NCL NIBAN1 NUCB2 NUCKS1 PA2G4 PEBP1 PFN1 PIK3R1 PIM3 PLEK PRPF40A PRR11 PSMA7 PTGES3 PTMA RAB32 RB1CC1 RBM17 RTN4 S100A10 SAT1 SELL SERF2 SET SF3B2 SLK SMIM24 STMN1 TAGLN2 TARS1 TBCA TMSB10 TNFSF13B TPM3 TPM4 TUBA1B VAMP8 VIM YY1 ZFP36L2 ZHONG_PFC_C1_ASTROCYTE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_PFC_C1_ASTROCYTE ADD3 ADORA2B AGT ANOS1 APOE CD82 DDX24 DHCR7 EFNA1 EIF6 ETV1 GPX3 HMGN3 LRATD2 MASP1 MMAB MRPL19 NHERF1 PGM2 RIT2 S1PR1 SCRG1 SELENBP1 SLC25A18 SPARCL1 SPTLC1 TBC1D10A TMEM126B VEPH1 ZNF302 ZHONG_PFC_C1_DLX5_POS_INTERNEURON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_PFC_C1_DLX5_POS_INTERNEURON BTG1 DLX5 DLX6-AS1 PDZRN3 PRKCA RDX SCGN ZHONG_PFC_C1_MICROGLIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_PFC_C1_MICROGLIA ABCE1 ABHD13 AK2 ALG3 ANAPC5 ANLN AP2S1 ARL4A ASAP1 ASF1B ASPM ATAD2 AURKA AURKB BARD1 BHLHE40 BIRC5 BRCA2 BUB1 BUB3 C1orf122 C4orf46 CACYBP CCDC18 CCDC34 CCNA2 CCNB1 CCNB2 CCNF CCR1 CD58 CDC123 CDCA3 CDCA4 CDCA5 CDCA8 CDK1 CDKN3 CENPF CENPH CENPS CEP43 CHCHD2 CISH CKAP2 CKAP2L CKS1B CKS2 COA8 COQ2 CREB5 CREBL2 CRYBB1 CTPS1 CYCS CYTOR DCAF12 DDX39A DDX46 DEK DEPDC1 DHCR24 DHFR DIAPH3 DNAJA4 DR1 DSN1 DTYMK DUSP11 DUT DVL2 EBNA1BP2 ENSG00000274253 ERI3 ESCO2 FAM111A FAM83D FAR2 FEN1 FUNDC1 GALE GAMT GART GGCT GINS1 GINS2 GLRX2 GLT8D1 GLUD1 GMNN GTF2B GTF2F1 GTSE1 H2AX H2AZ1 H4C3 HELLS HIRIP3 HJURP HMGB1 HMGB2 HMGN2 HMMR HSPA1B ICAM3 ID1 IDH2 IKBKG IL10RB ILF2 IPO5 IQGAP3 ITGB3BP KIF11 KIF20B KIF22 KIF23 KIF2C KIF4A KLHDC1 KPNA2 LENG1 LSM2 MCAT MCM3 MCM4 MCM6 MCM7 MGAT2 MGME1 MICU1 MPC1 MRPL20-AS1 MRPL37 MRPL42 MRPS12 MRPS22 MTIF3 NASP NCAPD2 NDC80 NDUFA6 NEDD1 NFATC2IP NME4 NRM NSMCE4A NUCKS1 NUDT21 NUF2 NUSAP1 NUTF2 OFD1 ORC6 ORMDL2 PA2G4 PAICS PAXX PBK PCID2 PCLAF PCNA PCSK7 PDCD5 PHF12 PHF19 PIGA PIK3R4 PIMREG PLK1 PLK4 PNPT1 POLE3 POP4 PPP1R15A PPP2R3C PRC1 PSME2 PYM1 QDPR RABL3 RAD21 RAN RANBP1 RBBP7 RCC1 RFC2 RFC4 RHEB RMDN1 RNASEH2A RNF168 RPA3 RPF2 RRM2 RRP1 SAP30 SEC13 SGO1 SGO2 SHCBP1 SKA3 SKIC8 SLC35F5 SLC37A4 SNRPB SPAG5 SPC25 SPNS3 SRSF1 SRSF3 SRSF7 SS18L2 STIL SVIP TACC3 TAF4 TBC1D10B TBCD TCF19 TECR TEX30 TIMM10 TK1 TMED9 TMEM106C TMEM107 TMEM14B TMEM170A TMEM256 TMPO TOP2A TPRKB TPX2 TRAF3IP2 TRAPPC2L TRIP6 TROAP TUBA1B TUBGCP3 TXNDC17 UBE2C UBE2T UCHL3 UHRF1 VCP VPS36 WDFY1 WDHD1 WDR47 WDR54 XRCC3 XRCC4 ZDHHC12 ZNF595 ZNG1C ZWINT ZHONG_PFC_C1_NEUROD1_POS_EXCITATORY_NEURON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_PFC_C1_NEUROD1_POS_EXCITATORY_NEURON ABRACL AKT3 ARL4D CADPS CALB2 CFAP298 CGA CNTNAP2 DDIT4 EPHA7 FEZF2 HEY1 HPCA HSPA1A MYO6 NEUROD1 NHLH1 NHLH2 NRN1 NXPH4 PCDH9 PTPRK SNCB ST18 THSD7A ZFPM2 ZHONG_PFC_C1_OPC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_PFC_C1_OPC AAMDC ACTN1 AK9 ANLN ANP32E APOLD1 ARHGAP11A ARHGEF39 ARL6IP1 ASF1B ASH2L ASPM ATAD2 AURKA AURKB BARD1 BCAP29 BIRC5 BRCA1 BRD8 BTG3 BUB1 BUB1B BUB3 C21orf58 C2orf69 CARD8 CCDC150 CCDC18 CCDC34 CCNA2 CCNB1 CCNB2 CCNF CCNY CDC20 CDC25B CDC25C CDC42BPA CDCA2 CDCA3 CDCA4 CDCA5 CDCA8 CDK1 CDK5RAP2 CDKN2C CDKN3 CENPA CENPC CENPE CENPF CENPK CENPM CENPN CENPU CENPW CEP135 CEP152 CEP55 CHEK2 CHTF18 CIP2A CKAP2 CKAP2L CKAP5 CKB CKS1B CKS2 CNTLN DDIAS DEPDC1 DEPDC1B DHFR DIAPH3 DLGAP5 DSN1 DTYMK DYNC2I2 ECT2 EMC9 EMP3 ENSG00000187951 ESCO2 ESPL1 FAM111A FAM83D FANCD2 FBXO5 FEM1C FOXM1 G2E3 GAS2L3 GIHCG GINS2 GMNN GTSE1 GUSB H2AX H2AZ1 H2AZ2 H4C3 HAUS6 HJURP HMGB1 HMGB2 HMGB3 HMGN2 HMGN5 HMMR HS2ST1 HSD17B11 HYLS1 IFT22 IQGAP3 ITGB3BP KCNE5 KIAA0586 KIF11 KIF14 KIF15 KIF18A KIF18B KIF20A KIF20B KIF22 KIF23 KIF2C KIF4A KIFC1 KMT5A KNL1 KNSTRN KPNA2 LDHA LGALS1 LRR1 MAD2L1 MAP2K2 MELK MIS18BP1 MKI67 MND1 MNS1 MT2A MTFR1 MXD3 NCAPD2 NCAPG NCAPG2 NCAPH NDC1 NDC80 NEK2 NMU NRAV NRM NUDT1 NUF2 NUP37 NUSAP1 OIP5 ORC6 PARPBP PBK PCLAF PCNA PDLIM3 PHF19 PIF1 PIMREG PLEKHA5 PLK1 PLK4 POC1A POLA2 POLQ PPIF PRC1 PRR11 PSRC1 PTTG1 QSER1 RACGAP1 RAD21 RAD51 RAD51AP1 REEP4 RFC3 RFWD3 RHEB RNASEH2A RNF26 RNFT2 RRM2 RTKN2 S100A16 SCARA3 SCLT1 SFR1 SFRP2 SGO1 SGO2 SHCBP1 SKA1 SKA3 SMC2 SMC4 SPAG5 SPC25 SPDL1 STON2 TACC3 TDP1 TGIF1 TK1 TMEM106C TMEM18 TMPO TOP2A TPX2 TRIP13 TROAP TTK TUBA1B TUBA1C TUBB4B TUBB6 TUBGCP3 UBE2C UBE2S UBE2T UHRF1 USP1 VIM VRK1 ZNF83 ZWINT ZHONG_PFC_C2_ASCL1_POS_ASTROCYTE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_PFC_C2_ASCL1_POS_ASTROCYTE ASCL1 DDIT4 HPF1 NDUFA12 PPP4R3B TRIB2 ZHONG_PFC_C2_SOX5_BCL11B_POS_EXCITATORY_NEURON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_PFC_C2_SOX5_BCL11B_POS_EXCITATORY_NEURON ARG2 BCL11B CAV1 CDH7 CNIH1 CNTNAP2 CRYM EIF1AY FXYD7 HSPA1A IGFBP5 LDHA LMO3 LMO7 LSAMP MASP1 MGLL PDE1A PRKY RPS4Y1 SERPINI1 SERTAD4BP SHISA2 SOX5 SSBP2 ST18 THSD7A VSNL1 ZHONG_PFC_C2_THY1_POS_OPC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_PFC_C2_THY1_POS_OPC APOD BRINP1 CA10 CNTN1 COL9A1 EDNRB ELMO1 FAM216A GPR155 GRB14 ITM2A KLRC2 LAMA4 LRRK2 MYT1 NTNG1 PCSK1N PLAT PLLP PMP2 S100B SCG5 SERTAD4BP SNTG1 SULF2 THY1 WAC-AS1 ZHONG_PFC_C2_UNKNOWN_NPC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_PFC_C2_UNKNOWN_NPC AMBN ARHGAP11A ARL6IP1 ASPM AURKA AURKB CALB2 CCNA2 CCNB1 CCNB2 CDC20 CDC25B CDCA2 CDCA3 CDCA8 CDKN3 CENPE CENPF CEP70 CIT CKAP2L CKS2 CNOT7 DCXR DEPDC1 DLGAP5 DNALI1 ENSG00000187951 FAM83D G2E3 GTSE1 HJURP ITCH KDM4A KIF20A KIF22 KIF2C KIF4A KNSTRN KPNA2 LDHA MFAP2 MIS18BP1 MKI67 MZT1 NCAPD2 NDC80 NDE1 NDST4 NEIL3 NEK2 NUSAP1 OIP5 PHF19 PIF1 PLK1 PRR11 PSRC1 PTTG1 RACGAP1 RANGAP1 REEP4 SGO2 SPAG5 SPDL1 TACC3 TOP2A TPX2 TRIM59 TROAP TTK TUBA1C TUBB4B TUBB6 UBE2C ZNF649 ZHONG_PFC_C3_ASTROCYTE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_PFC_C3_ASTROCYTE ABCC5 ACAP3 ACD ACVR2B ADAP1 ADCY1 AFAP1 AFDN AGAP2 AGO2 AGO4 AKT3 ANK3 ANKRD13D ANKRD36 ANKRD44 AP1G2 ARFGEF3 ARHGAP20 ARHGAP39 ARPP21 ARSA ASIC1 ATAD2B ATCAY AUTS2 B4GALNT4 BAIAP2 BASP1 BAZ2A BFAR BICDL1 BIN1 BMPR2 BPTF BRAP BRSK2 C2CD4C CACNA1A CACNA1B CACNA1E CACNB1 CACNB3 CACNG8 CALY CAMK2N2 CAMKV CAPN10 CARMIL3 CASTOR3P CAVIN4 CBFA2T3 CCBE1 CCDC120 CCL5 CDC42BPB CDK5R1 CDKL2 CELF2 CELF5 CELF6 CELSR2 CEP164 CHASERR CHD5 CHGA CHST15 CHST2 CIC CLCN7 CLDN5 CLVS2 CNIH2 CNKSR2 CNOT6 CNTN1 CNTN3 CNTN4 CNTNAP1 COL18A1 CPLX1 CPNE7 CSK CTTN CTTNBP2NL CUL9 CXADR CYP27C1 DAAM1 DENND6B DIP2C DLX1 DNM1 DNM3 DOT1L DPYD DPYSL3 DUSP4 DYNC1I1 EDEM3 EEF1A2 EFR3B EGFL7 ELAVL2 ELAVL3 ENC1 ENSG00000291211 ENTREP3 EPB41L1 EPCAM EVI5L EVL EXD3 FADS3 FAM131B FAM193B FAM89B FBN3 FBRSL1 FBXO41 FGF9 FLRT2 FMR1 GAB2 GAD2 GAP43 GAS7 GCN1 GEMIN5 GIT1 GNAL GNAZ GNB3 GOLGA3 GOLGA7B GOLGA8A GOLGA8B GPR161 GRIK2 GRK3 GRP HEATR5A HMGA1 HPCAL4 HRAS IBA57 IBTK IGHMBP2 ILRUN IQCG IRF7 JAG2 JPH4 KCNQ1OT1 KCNT2 KCTD12 KCTD3 KCTD7 KDM4B KIAA0319 KIAA1522 KMT2A L1CAM LETM1 LIMS2 LINC00342 LINC00506 LINC01873 LINC02987 LMO7 LPAR2 LPL LRRC7 MAFG MAMDC4 MAP3K9 MAP6 MAPK11 MAPK8IP2 MAST1 MAST3 MATCAP1 MCM3AP MCM4 MCM7 MDGA1 MDN1 ME3 MEF2C MEG3 MEGF6 MEIS3 MGRN1 MIAT MICAL1 MIR124-1HG MKRN1 MMD MMP17 MTURN MYCN MYO16 NBEA NCAM1 NCOR2 NEAT1 NEFM NEXMIF NFATC2IP NFIX NGEF NKAIN1 NLK NOL4L NPAS1 NPIPA5 NPY1R NRXN2 NSG2 OBSCN OSBP2 PACS1 PALMD PCDH11X PCDH19 PCLO PDCD7 PDE1C PDE7A PDIA2 PDP1 PDXP PDZD4 PFKP PGM2L1 PHACTR4 PHYHIP PKD1 PLPPR1 PLXNA3 PLXNA4 PNPLA6 PODXL2 POU2F2 POU6F1 PPEF1 PPFIA2 PPP1R12C PRDM2 PRKAR2B PRKCB PRKCSH PRPF18 PRRT2 PSD PTCHD4 PTPRS PTPRU RAB3A RABL6 RBFOX3 RBM33 RECQL5 RERE RESF1 RFLNB RFPL1S RGS11 RHOU RIMBP2 RIMKLA RNF112 RNF165 RPS6KA3 RPS6KC1 RRAGC RSPH9 RUNX1T1 SATB2 SCG2 SCN3A SCN3B SCN9A SEC31B SEL1L SEMA3C SEMA6C SETX SEZ6L2 SH3PXD2A SHANK2 SHTN1 SIN3B SLC1A6 SLC25A29 SLC26A4 SLC38A1 SLC45A1 SLC4A3 SLC4A7 SLC7A5P2 SLCO3A1 SLIT1 SMARCA2 SMPD3 SNAP91 SNAPC4 SOX11 SPHKAP SPIN1 SPTBN2 SPTBN4 SRCIN1 SRRM3 SRRM4 SS18L1 SSTR2 SSX2IP ST8SIA3 STAG3 STK11 STK11IP STOX2 STRBP STX1A STXBP1 STXBP6 SVOP SYBU SYCP2 SYNGR3 SYP SYT1 SYT13 SYT4 SYT5 TAF6L TBC1D32 TCAF1 THRB TMEM108-AS1 TMEM131 TMEM151B TMEM44 TMEM63C TOM1L2 TPTE2P1 TRIM41 TRIM46 TSPAN17 TSPOAP1 TTC9B TUBGCP6 UBALD2 UBE2Q2P1 UBN2 ULK2 UNC79 USP32P1 USP7 VARS2 VASH2 VPS16 VSTM2B VSTM2B-DT VSTM2L XKR4 XPNPEP3 XPR1 YWHAG ZBTB8A ZCCHC12 ZDHHC8BP ZEB2 ZFP90 ZFTA ZNF101 ZNF316 ZNF320 ZNF324 ZNF362 ZNF37A ZNF445 ZNF527 ZNF566 ZNF573 ZNF611 ZNF721 ZNF780B ZHONG_PFC_C3_HOPX_POS_OPC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_PFC_C3_HOPX_POS_OPC CST3 DLL3 ETV1 HOPX PANTR1 RARRES2 SEZ6 TLK1 ZHONG_PFC_C3_MICROGLIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_PFC_C3_MICROGLIA ABCA2 ABLIM1 ACAP3 ACKR1 ACOT7 ACTN2 ACTR3B ADAM22 ADCY1 ADD2 ADGRB2 AGAP3 AGPAT4 AGPAT5 AGTPBP1 AK1 AKAP7 AKT2 AKT3 ALCAM AMER2 AMPD2 AMPH ANK2 ANK3 ANKRD13B ANKRD16 AP3B2 APBB1 APC2 ARHGAP33 ARID3B ARL4C ARL8A ARPP21 ASPSCR1 ATCAY ATP1B2 ATP6V0E2 ATXN2 ATXN7L3B B4GALNT4 B4GAT1 BAALC BAIAP2 BCL11A BCYRN1 BEX1 BEX2 BHLHE22 BMERB1 BOK C11orf87 C12orf57 C1orf216 C2orf69 C3orf14 C8orf33 CACFD1 CACNA1A CACNA1B CACNA1C CACNA1E CACNB3 CACNG8 CADM1 CAMK2B CAMK2N1 CAMKV CAP2 CARM1 CARMIL3 CBLN2 CCBE1 CCDC184 CDC42EP3 CDC42EP4 CDH10 CDH2 CELF2-AS2 CELF3 CELF4 CELF5 CELSR2 CENPV CEP126 CERK CES2 CHGB CHRNA4 CLIC4 CLVS2 CNR1 COMTD1 CPLX1 CPNE6 CRACD CRIP2 CRMP1 CSDC2 CSMD1 CSMD2 CSMD3 CSRNP3 CSRP2 CTIF CTXN1 CXXC4 CYFIP2 CYP27C1 CYRIA DAAM1 DAB2IP DBNDD1 DCLK1 DCLK2 DCX DDX51 DGKE DLG3 DLX2 DMTN DMWD DNM1 DNM3 DOK5 DPF1 DPYSL2 DPYSL3 DPYSL4 DTX1 DYNC1I1 EBF4 EEF1A2 EFNA2 EIF4EBP2 ELAVL3 ENHO ENO2 ENSG00000286190 ENTREP2 EPHA10 EPHA5 EPM2AIP1 EXD3 FABP3 FABP7 FADS3 FAM110B FAM184A FAM229B FAM81A FAT3 FBXL16 FBXO3 FBXW7 FCHO1 FGF12 FGF13 FKBP1B FLRT2 FMN2 FOXP1 FUBP1 FUT9 FXR2 FXYD7 FYN FZD3 GAD1 GAP43 GAREM2 GCSH GDA GLRA2 GNAL GNAO1 GNAZ GNG4 GNG8 GOLGA8A GPC1 GPR12 GPRIN1 GPSM1 GRIA3 GRIN1 GRP GTF2IRD1 GUCY1A1 GUCY1A2 HAGHL HIP1R HMGCR HMOX2 HPCAL4 HSF2 IGSF21 IMPDH1 INA IRS2 IVNS1ABP JAG2 JPH3 JPH4 KCNA3 KCNA6 KCNB1 KCNH7-AS1 KDM4B KDM5B KIAA0319 KIAA1549L KIF1A KIF1B KIF21B KIF3A KIF3C KIFAP3 KLF12 KNDC1 KPNB1 KRT19 KRT31 LGI4 LIMCH1 LIMS2 LINC00342 LINC00667 LINC01102 LMO4 LPAR2 LRP12 LRP6 LRRC49 LRRC4C LRRC7 LRRN3 LSAMP LSM14B LY6H MAP1A MAP1B MAP4 MAP6 MAPK10 MAPK8IP1 MAPRE3 MAPT MARCKSL1 MAST1 MAST4 MATK MBTPS1 MDGA1 MEG3 MFSD10 MGLL MIR124-1HG MLLT3 MOAP1 MOK MORN4 MPPED1 MT3 MVD MYH10 MYO16 MYT1L NAP1L3 NAV1 NBEA NCAM1 NCAN NCDN NCOA1 NCS1 NDRG1 NDRG4 NECAB1 NEFL NEFM NELL2 NEO1 NETO2 NEUROD6 NFASC NFIA NFIB NFIX NGRN NIPSNAP3A NKAIN2 NLK NLN NPDC1 NPY NRXN1 NRXN2 NSG1 NSG2 NT5C3B NTRK2 NUDCD3 NUP93 OPA1 OPCML OPTN PAFAH1B2 PALS2 PCBP4 PCDH11X PCLO PCSK1N PDIA2 PENK PFN2 PGM2L1 PHACTR3 PHF24 PHPT1 PI4KAP2 PIK3R2 PIP4K2A PJA1 PKD1 PLXNA1 PLXNA4 PNMA2 PNMA3 POLR3A POU3F1 PPFIA2 PPFIBP1 PPHLN1 PPP1R14C PPP2R2D PPP3CB PPP5C PREPL PRKAA2 PRKAR1B PRKAR2B PRKCB PRRT2 PRXL2B PTP4A3 PTPN13 PTPN5 PTPRK PTPRO PXK RAB15 RAB3A RAB9B RALGPS1 RAMP3 RAP1GAP2 RAP1GDS1 RBM24 RBM4B REEP2 RELA RFNG RFPL1S RGS11 RIC3 RIMBP2 RIPOR2 RIT2 RNF112 RNF157 RNF165 RNF220 RNF40 RNU6-2 RRAS2 RSPRY1 RUNX1T1 SAMD4B SASH1 SATB2 SCD5 SCG5 SCN2A SDC3 SDK1 SDK2 SEMA3C SEPTIN3 SEPTIN4 SERP2 SERPINI1 SEZ6L2 SGSM2 SH3PXD2A SHANK2 SHC2 SHISA7 SLC39A3 SLIT1 SLN SMARCA2 SNAP91 SNCB SNX32 SOBP SOX4 SPTAN1 SPTBN1 SRCIN1 SRM SRRM4 SSBP3 STARD10 STK25 STMN2 STMN3 STMN4 STUM STX1A STXBP1 SULT4A1 SUZ12P1 SV2A SYBU SYNGAP1 SYNGR3 SYP SYT3 SYT4 SYT5 TAB1 TACC2 TANC2 TARS3 TCEA2 TCEAL2 TCEAL5 TCF4 TCP1 TDRP TENM2 TENM4 THRA THRB THY1 TLE5 TMEFF2 TMEM121B TMEM132A TMEM151B TNKS2 TNRC6C TPPP TRIM2 TRIM44 TRIM67 TSC2 TSPOAP1 TTC9B TUBA1A TUBB2A TUBB2B TUBB3 TUBB4A TXNL4A UBE2QL1 UBXN7 UCHL1 UQCC6 USP32P2 USP46 VAV2 VSTM2B VSTM2L WASF1 WDR47 WDR59 WWC1 ZBTB18 ZC2HC1A ZFR2 ZFTA ZNF197 ZNF324 ZNF614 ZSCAN29 ZHONG_PFC_C3_PROX1_CCK_POS_INTERNEURON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_PFC_C3_PROX1_CCK_POS_INTERNEURON AP1S2 ARL4C CALB2 CCK CNR1 DLX1 KITLG PDZRN3 PROX1 SCGN VSTM2A ZHONG_PFC_C3_UNKNOWN_INP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_PFC_C3_UNKNOWN_INP APOLD1 BIRC5 BUB1 CCDC112 CCNA2 CCNB2 CDCA2 CDCA8 CDK1 CDKN2C CENPE CENPF CKAP2L CNR1 DLGAP5 ECT2 FAM83D H2BC9 HJURP HYLS1 INSM1 KIF23 KPNA2 MXD3 NCAPH NDC80 NEUROD4 NMU NUF2 PENK PPP1R17 PRC1 SGO1 SKA1 SPC25 TPX2 UBE2C UBE2T ZHONG_PFC_C4_PTGDS_POS_OPC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_PFC_C4_PTGDS_POS_OPC AARS1 ACLY ADAM23 ANGPTL2 ANK3 ANKRD44 ANP32B APCDD1 APLP1 APPL2 ARHGAP5 ARHGAP5-AS1 ARV1 BCAS1 BCL2L1 BMPER BPHL CADM1 CADM2 CAMSAP2 CDK18 CENPJ CLDN11 CNP CORO1C CPM CRB1 DHCR7 DYNLL1 EEIG1 ENPP6 EPB41L2 EPHB1 ERBB3 EVI2A FAM13C FIBIN FRMD4A FRMD4B FXYD6 FYN GNAI1 GOLIM4 GPD1 GPR17 GPS1 GRIN2A GRINA HACL1 HID1 HMGCS1 ITPR2 KANK1 KCNS3 KIAA0319L LIMS2 LIN7C LINC01170 LINC02367 LRRN3 LRRTM1 LSAMP MAG MAP4K5 MBP MIEF1 MMUT MOB3B MOG MPZL1 MSMO1 MTMR9LP MTPAP MVB12B MYO5A MYRF NFASC NFE2L2 NOL4L NTM OSBPL9 PACC1 PCDH11X PCDH11Y PCDH7 PFN2 PHACTR3 PKP4 PLEKHA1 PLEKHB1 PLP1 PLPPR2 PPP1R16B PRDX1 PTGDS PTPRO RAB33A RALGPS2 RASGEF1B REEP3 RGMB RICTOR RND2 RNF144A RNF216 SCARB1 SCARB2 SEL1L SEMA4D SERINC5 SERPINI1 SGK1 SGPL1 SGTA SH3YL1 SILC1 SIRT2 SLC25A5 SLC44A1 SMOC1 SNX22 STAMBP STAT2 STRN SYNDIG1 SYNGR2 TCF7L2 TECR TF TM7SF3 TM9SF2 TMEFF2 TMEM108 TMEM179B TMEM59 TMOD1 TMTC4 TNFRSF21 TNS2 TNS3 TSC22D4 TUBB4A UGT8 UTP14C WASF1 ZNF488 ZNF827 ZHONG_PFC_C4_UNKNOWN_INP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_PFC_C4_UNKNOWN_INP ACTR10 ARHGEF26 ARL4D ASCL1 ATG3 ATP6V0E2 BBS10 BRD7 C19orf12 CADPS CFAP298 CIR1 COA1 COMMD9 COX17 DANCR DDIT4 DENND1B DLL3 DOCK7 DPF2 DYRK4 EBF2 EIF2S1 ELAVL4 ELP6 EOMES EXOSC1 FAM200C GADD45G GMIP GNL3 HSPA1A HSPA1B HSPA5 INO80C KIN KLHDC8A LDB1 LINC02487 MEST MFNG MPHOSPH10 MRPL42 MRTO4 MTHFD2 NELL2 NEUROG1 NFATC3 NHLH2 NKAIN3 NUMBL OCIAD2 P2RX5-TAX1BP3 PCBP4 PHF21B PHLDB2 POLR2H POLR2L PRMT9 PSMC6 PSMG1 RBIS RGS16 RNF138 RPAP2 RPAP3 RSBN1 S100PBP SERINC2 SERPING1 SLC4A7 SLC6A15 SNHG8 SOCS4 SUPT16H SVIL SYP TAGLN3 TCP10L TIMM50 TTF1 UBAP2 UBE2I ZFP82 ZIC2 ZNF254 ZNF43 ZNF605 ZHONG_PFC_C5_BCL11B_CALB2_POS_INP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_PFC_C5_BCL11B_CALB2_POS_INP ANK3 ATP2A2 BCL11B CALB2 CELF4 CNIH2 CNTNAP2 GAP43 KAT6B KIF21B LZTS1 NAV1 NEUROD6 NHLH1 RUNDC3A ST18 THSD7A TP53I11 TSPAN18 XPR1 YWHAG ZBTB18 ZHONG_PFC_C6_DLX5_GAD1_GAD2_POS_INTERNEURON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_PFC_C6_DLX5_GAD1_GAD2_POS_INTERNEURON ACKR3 ARRDC3 ARX BRINP2 DLX2 DLX5 ERBB4 GAD1 GAD2 ID2 MAF NXPH1 PDE4DIP PFN2 RBP1 ZHONG_PFC_C6_PLXNA4_POS_EXCITATORY_NEURON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_PFC_C6_PLXNA4_POS_EXCITATORY_NEURON CCBE1 EIF1B GNAL LINC01102 PLXNA4 SCG2 SRM ZHONG_PFC_C7_ORG_UNDERGOING_NEURONAL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_PFC_C7_ORG_UNDERGOING_NEURONAL_DIFFERENTIATION ABHD6 ACYP2 ADGRG6 ADRA2A AFDN-DT AGPAT3 ARPP21 ATAD2B C8orf34 CACNG8 CEP126 CHL1 CPTP CRYM DLG2 DNAL4 DOCK4 DPP6 DYNC1I1 ENC1 EPHA3 EPHB1 ESYT2 FGF9 GAREM1 GLRA2 GRIA2 GUSBP11 HSPA12A IQGAP2 KRT31 LEMD2 LHFPL4 LNX1 LONRF2 LRRC8B MAP6 MAPT MEF2C MEGF8 MIAT MIR124-1HG MLLT3 MNT MTURN MYT1L NDRG1 NEUROD2 NIN NTM PTPRD RBFOX1 RNF213 RUNX1T1 SATB2 SCD5 SEMA3C SERP2 SH3PXD2A SHC2 SLA SNAP91 SORL1 SRGAP1 TMEM132B TNIK TTC14 ZHONG_PFC_C7_SST_LHX6_POS_PUTATIVE_MIGRATING_INTERNEURON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_PFC_C7_SST_LHX6_POS_PUTATIVE_MIGRATING_INTERNEURON ACKR3 ARL4D ARX BRINP2 CXCR4 GAD1 GAD2 LHX6 MAF NXPH1 PAM PDZRN4 RBP1 SST ZHONG_PFC_C8_ORG_PROLIFERATING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_PFC_C8_ORG_PROLIFERATING ANXA2 ARL6IP1 ASPM AURKA BIRC5 BUB1 BUB1B CCDC34 CCNA1 CCNB1 CCNB2 CDC20 CDCA3 CDCA8 CDKN3 CENPA CENPE CENPF CEP70 CKAP2 CKS2 CRNDE CRYZ DCXR DEPDC1B EMP3 GAS2L3 HSD17B11 ITGB1BP1 KIF18A KIF20A KNSTRN LGALS1 MT2A MZT1 NEK2 NMU NOTCH2NLA NUSAP1 ODF2 OIP5 PLIN3 PLK1 PRC1 PRR11 PSRC1 PTTG1 RACGAP1 RP2 SFRP2 SGO2 SHCBP1 SMTN TACC3 TMEM256 TPX2 TROAP TUBA1C TUBB4B TUBB6 TXNDC12 UNC50 ZHONG_PFC_C8_UNKNOWN_NEUROD2_POS_INTERNEURON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_PFC_C8_UNKNOWN_NEUROD2_POS_INTERNEURON ABLIM1 ACTN2 ADCYAP1R1 ALCAM ARHGAP23 AUTS2 B3GAT1 B4GALT2 BHLHE22 CACNA1A CACNG8 CALN1 CAMK2N2 CAPNS1 CCBE1 CEP126 CHD5 CNTN1 CNTN3 COPRS CPE CRYM CSRP2 CYRIA DEAF1 DNAJB2 DOCK9 DOK5 DTX1 DTX4 DUSP23 EEF1A2 EPHB6 FABP3 FASN FBXW7 FOXP1 GAP43 HIVEP2 IGSF21 JAG2 KBTBD11 KHDRBS3 LHX2 LPL MAP6 MAPK11 MAPK8IP2 MT3 MVD NCALD NECAB1 NELL2 NEUROD2 NEUROD6 NPY1R NTRK2 PALM PDXP PENK PHYHIP PIK3R1 PLPPR1 PLXNA4 POU3F2 PPFIA3 PTPRK R3HDM1 RBFOX1 RGS11 SCD SEMA3C SLA SMARCA2 SPOCK1 SRM STK32B SYNGR3 SYT4 SYT7 UNC13A USP32P1 USP32P2 VSTM2L ZHONG_PFC_C9_ORG_OTHER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_PFC_C9_ORG_OTHER ATP1A2 ATP1B2 AXL BCAN BMP7 CDC42EP1 CDO1 CLU COL11A1 CRYL1 CST3 CXCR4 DBI DKK3 EEPD1 ENHO ETV5 F3 FABP5 FABP7 FAM107A FOLH1 GATM GNG12 GPM6B GPX3 HOPX ID2 IFI27L2 ITGB8 ITM2C LGALS3 LIFR LINC00943 LITAF LRRC3B MEST MFGE8 MGST3 MLC1 MOXD1 MT3 MYORG NDN NDP NDRG2 NFE2L2 NHERF1 NOTCH2 NRG1 NSDHL NTM OAT PDLIM3 PDPN PEA15 PLPP3 PSAT1 PTN PTPRN2 PTPRZ1 S100A13 S100A16 SAT1 SC5D SCRG1 SEL1L3 SELENOW SLC1A3 SLCO1C1 SNX5 SPARC STOM TAGLN2 TCIM TKTL1 TMEM132B TMEM9B TNC TSPAN7 TSPO TTYH1 TUBB2A ZHONG_PFC_HES1_POS_C1_NPC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_PFC_HES1_POS_C1_NPC HES1 HEY1 HMGA2 LIX1 MCM3 ZFP36L1 ZHONG_PFC_MAJOR_TYPES_ASTROCYTES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_PFC_MAJOR_TYPES_ASTROCYTES AASS ABAT ABCD3 ABHD3 ACSBG1 ACSL6 ADCYAP1R1 ADD3 ADGRB1 ADGRG1 ADORA2B AGT AIF1L AK4 ALCAM ALDH6A1 ALDOC ALPL ANOS1 ANXA5 APBB2 APOE AQP4 ARHGEF26 ATP13A4 ATP1A2 ATP1B2 B2M B3GLCT BBS2 BCAN BCAP29 BCHE BDH2 BMAL1 BMP7 BMPR1B BRINP3 BRINP3-DT BTBD17 C1orf122 C2orf72 C3orf70 CA12 CAMK2G CASTOR1 CBR1 CBS CCDC80 CD63 CD82 CD9 CDC42EP1 CDC42EP4 CLDN10 CLU CNN3 COMT CPNE5 CRYL1 CSPG5 CST3 CTSL CXCL14 CYP51A1 DAG1 DARS1 DBI DBX2 DCN DCXR DDAH1 DDR1 DHCR7 DIO2 DKK3 DNER DOK5 DTNA EDNRB EEPD1 EFEMP2 EFHD2 EFNA1 ELN ELOVL2 ELOVL5 EMC2 ENHO ETV1 ETV5 F3 FABP5 FABP7 FADS2 FAM107A FAM181B FAT1 FBLN2 FERMT2 FXYD1 G6PC3 GATM GDPD2 GFAP GJA1 GLUD1 GLUL GNG11 GNG12 GNG5 GNG7 GNPTG GPM6B GPR137B GPR37L1 GPRC5B GPX3 GRB14 GRM3 GULP1 HADHB HAPLN1 HAPLN3 HES1 HES4 HES5 HEY1 HLA-A HLA-B HLA-C HMGCS1 HNMT HOPX HSD17B12 HSPB1 HTRA1 ID1 ID2 ID4 IDI1 IFI27L1 IFITM3 IGFBP4 IL33 ITGAV ITM2C ITPR2 JUN KCNE5 KCNJ10 KLHDC8A LAMB2 LEPROT LGALS1 LGALS3 LGALS3BP LGI1 LIFR LINC00943 LIPA LITAF LIX1 LRATD2 LRIG1 LRP4 LRRC10B LRRC17 LRRC3B LRRN3 LRRTM3 LUZP2 LYN MAGT1 MASP1 MEIS1 METTL7A MFGE8 MGLL MIR9-1HG MLC1 MMD2 MRC2 MSMO1 MT1E MT2A MT3 MYO10 MYORG NCAN NDRG2 NHERF1 NHSL1-AS1 NKAIN4 NLGN3 NOTCH2 NOTCH3 NPNT NT5E NTRK2 OAT OLFM2 P3H4 P4HA1 PAQR8 PBXIP1 PDGFRB PDLIM3 PDLIM5 PDPN PEA15 PHACTR2 PHGDH PHYHIPL PLAGL1 PLCD1 PLEC PLEKHB1 PLIN3 PLPP3 PLTP PMP22 PNPLA3 PON2 PPP1R16A PRCP PREX1 PRODH PRR5 PRSS35 PSAT1 PTN PTPRZ1 PTTG1IP QKI RAB31 RAB34 RAMP1 RAMP3 RAP1GAP RASSF4 RCN1 RFX4 RGCC RGMA RGS20 RHOC RIT2 ROBO3 S100A13 S100A16 S100B S1PR1 SASH1 SCD SCRG1 SDC3 SELENBP1 SEMA6A SEMA6D SERPINB6 SERPINE2 SEZ6L SFXN5 SHISA4 SIRPA SLC13A5 SLC15A2 SLC1A2 SLC1A3 SLC1A4 SLC25A18 SLC38A3 SLC39A12 SLC3A2 SLC4A4 SLC6A1 SLCO1C1 SLITRK2 SMIM30 SNX3 SNX5 SOAT1 SOX2 SOX8 SOX9 SPARCL1 SPATA6 SPON1 SPRY1 SPRY2 STON2 SYPL1 TBC1D10A TCF7L2 TCIM TECPR2 TEX264 TFPI THBS3 TIMP1 TIMP3 TM7SF2 TMEM132B TNC TNFRSF19 TOR1AIP1 TP53I3 TRIB2 TRIL TRIM47 TSC22D4 TSPAN3 TSPAN6 TSPAN7 TTYH1 TTYH2 UBL3 VCAM1 VEPH1 VIM WSCD1 YIF1A ZFP36L1 ZFP36L2 ZFYVE21 ZHONG_PFC_MAJOR_TYPES_EXCITATORY_NEURON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_PFC_MAJOR_TYPES_EXCITATORY_NEURON CSRP2 IGFBPL1 NEUROD1 NEUROD2 NEUROD6 PPP2R2B RBFOX1 SLA ZHONG_PFC_MAJOR_TYPES_INTERNEURON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_PFC_MAJOR_TYPES_INTERNEURON ARX CELF4 CXCR4 DLX1 DLX2 DLX5 ERBB4 GAD1 GAD2 INA LHX6 MAF MEF2C MEG3 NRXN3 PDE4DIP PLS3 SOX2-OT ZHONG_PFC_MAJOR_TYPES_MICROGLIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_PFC_MAJOR_TYPES_MICROGLIA A2M ABCG2 ABHD12 ABI3 ACTR2 ACY3 ADA2 ADAM28 ADAM9 ADAP2 ADISSP ADORA3 ADRB2 AIF1 ALOX5 ALOX5AP ANXA11 ANXA4 ANXA5 AOAH AP1B1 APBB1IP APLP2 APOC1 APOE APPL2 ARHGAP12 ARHGAP4 ARHGAP9 ARHGDIB ARPC1B ARRB2 ASAH1 ATM ATP2B1-AS1 ATP6V0E1 ATP8B4 AXL B2M B3GNT5 BHLHE41 BIN1 BIN2 BLNK BLVRB BRI3 BST2 BTG2 C12orf75 C1QA C1QB C1QC C2 C3 C3AR1 C5AR1 CAP1 CAPZB CASP1 CCL3 CCL4 CCL4L2 CCND1 CCR1 CD14 CD164 CD300A CD36 CD37 CD4 CD53 CD63 CD68 CD74 CD81 CD83 CD84 CD86 CEBPA CEBPD CH25H CIAO2A CMTM6 CMTM7 CNPY3 COLGALT1 CORO1A CPED1 CPVL CREBL2 CREG1 CRYBB1 CSF1R CSF3R CTSA CTSB CTSC CTSD CTSL CTSS CX3CR1 CXCL16 CYBA CYBB CYFIP1 CYTH4 DAB2 DHRS3 DHRS9 DNAJB1 DNPH1 DOCK2 DOCK4 DOCK8 DPP7 DUSP1 EGFL7 EGR1 EGR2 EGR3 ELF1 ENTPD1 EVI2A FAM78A FCER1G FCGR1A FCGR1BP FCGR1CP FCGR2A FCGR3A FCGRT FES FGD2 FLI1 FMNL3 FOLR2 FOS FOSB FPR1 FRMD4A FTL FYB1 GAA GADD45B GAL3ST4 GALNT1 GAS6 GATM GGA2 GGTA1 GIMAP4 GLIPR1 GLUL GM2A GMFG GNAI2 GNB4 GNG5 GNG7 GPN3 GPR183 GPR34 GPSM3 GPX1 GRN GSN GSTK1 GYPC H1-2 HAVCR2 HCK HCLS1 HCST HERPUD1 HEXA HEXB HLA-B HLA-C HLA-E HPGDS HSPA1A HSPA1B HTRA1 HVCN1 IER2 IER3 IFI16 IFI30 IFITM2 IFNGR1 IGF1 IGFLR1 IGSF6 IKZF1 IL10RA IL13RA1 IL16 IL17RA IL6R IL6ST INPP5D IPCEF1 IRAG2 IRF8 ITGAM ITGAX ITGB2 ITM2B ITM2C ITPR2 JAG1 JUN JUNB KCTD12 KLF2 KLF6 LAIR1 LAMP1 LAMP2 LAPTM5 LAT2 LCP1 LGMN LHFPL2 LILRB4 LIMS1 LINC00996 LINC01094 LINC02256 LINC02712 LIPA LPAR5 LPAR6 LPCAT2 LPIN2 LST1 LTC4S LY86 LY96 LYN LYST MAF MAN2B1 MANBA MAST3 MBNL1 MED12L MEF2A MERTK METTL7A MFSD1 MGAT1 MGAT4A MGST2 MILR1 MIR23AHG MIS18BP1 MKNK1 MNDA MPEG1 MPP1 MRC1 MS4A7 MSN MYH9 MYL12A MYLIP MYO1F NAA20 NABP1 NAGA NAIP NCF4 NCKAP1L NEAT1 NEU1 NFKBIA NINJ1 NPC2 NPL NR3C1 NR4A1 NR4A2 NRIP1 OAS1 OLFML3 OLR1 OSTF1 OTUD1 OTULINL P2RX4 P2RY12 P2RY13 P3H2 PAG1 PALD1 PARVG PDGFB PDK4 PDPN PFN1 PLA2G15 PLA2G7 PLCB2 PLD3 PLD4 PLEK PLTP PLVAP PLXDC2 POLD4 PPP1R18 PPT1 PRR13 PSAP PSMB10 PTAFR PTGS1 PTPN6 PTPRC PTPRE PYCARD RAB29 RAB31 RAB32 RAB3IL1 RAPGEF6 RASSF4 RB1 RBMS1 RCN3 RCSD1 REEP4 RGS1 RGS10 RGS19 RGS2 RHBDF2 RHOB RHOG RIN2 RNASE6 RNASET2 RNF13 RNF130 RNF135 RNF213 RPH3AL-AS1 RPS6KA1 RUBCNL RUNX1 RYR1 S100A11 SALL1 SAMSN1 SASH3 SAT1 SCAF11 SCAMP2 SELPLG SERPINA1 SERPINB6 SERPINF1 SESN3 SFMBT2 SFT2D1 SGK1 SH2B3 SIGLEC10 SIGLEC8 SIPA1L2 SIRPA SLC15A3 SLC29A1 SLC29A3 SLC7A7 SLC7A8 SLC9A9 SLCO2B1 SMAP2 SMIM30 SOCS6 SORL1 SP100 SPP1 SPRED1 SRGN STAB1 STING1 STOM STXBP2 SWAP70 SYK SYNGR2 TACC1 TAGAP TAL1 TAPBP TBXAS1 TCIRG1 TFEC TGOLN2 TIMP2 TLN1 TLR10 TLR4 TLR7 TM6SF1 TMBIM1 TMC6 TMEM119 TMEM273 TMEM35B TMEM52B TMIGD2 TMIGD3 TNFAIP8L2 TNFRSF1A TNFRSF1B TPP1 TPT1 TREM2 TSC22D3 TYROBP UCP2 VAMP8 VAV1 VMP1 VSIG4 VSIR WAS WASF2 WDR91 XBP1 ZFHX3 ZFP36 ZFP36L1 ZFP36L2 ZHONG_PFC_MAJOR_TYPES_NPCS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_PFC_MAJOR_TYPES_NPCS ANP32E APOLD1 ASPM ATAD2 AURKB BIRC5 BTG3 BUB1 BUB3 C19orf48P C21orf58 CCNA2 CCNB1 CCNB2 CDC20 CDCA3 CDCA4 CDCA5 CDCA7 CDK1 CDKN3 CDON CENPF CENPK CENPM CENPN CENPU CENPW CKAP2 CKAP2L CKS1B CKS2 CLIC1 CLSPN CNTLN CREB5 DACH1 DEPDC1B DHFR DLGAP5 DTYMK DUT DYNC2I2 EFNB1 EMX1 EMX2 EOMES FBXO5 FEN1 GINS2 GLI3 GMNN GNG5 GTSE1 H2AX H2AZ1 H2AZ2 H4C3 HAT1 HELLS HES1 HJURP HMGB2 HMGB3 HMGN2 HSPB1 ID4 IGF2BP1 ITGB3BP KIF11 KIF15 KIF22 KIF23 KIF2C KNSTRN KPNA2 LDHA MAD2L1 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MDK MELK MFAP2 MIS18BP1 MKI67 NDC80 NOTCH1 NUF2 NUSAP1 OIP5 ORC6 OTX1 PAICS PAX6 PBK PCLAF PCNA PHGDH PIMREG PLIN2 PLPP3 PRC1 PRR11 PTTG1 RCN1 RNASEH2A RPA3 RPS27L RRM1 RRM2 SFRP1 SFRP2 SGO1 SGO2 SINHCAF SMC2 SMC4 SNRPB SOX3 SOX9 SPAG5 SPC25 TACC3 TAGLN2 TGIF1 TMEM98 TMPO TOP2A TPX2 TUBA1B TUBB4B UBE2C UBE2T UCP2 UHRF1 VIM ZFHX4 ZWINT ZHONG_PFC_MAJOR_TYPES_OPC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_PFC_MAJOR_TYPES_OPC ALCAM ANGPTL2 ANXA5 APOD ARC ARL4A B2M BCAN BCHE BRINP3 C2orf80 CA10 CADM2 CD63 CD82 CD9 CNP CNTN1 COL20A1 COL9A1 CSPG5 CST3 DBI DUSP6 EDNRB EPB41L2 EPN2 ETV1 ETV5 FIBIN GATM GNG7 GPM6B GPR17 GRID2 ITGB8 ITM2C KANK1 LHFPL3 LIMA1 LMF1 LRRC4C LSAMP LUZP2 MMP2 MT3 NKAIN4 NKX2-2 NOVA1 NXPH1 OLIG1 OLIG2 OMG PCDH15 PDE4B PDGFRA PLAT PLEKHB1 PLLP PLPP3 PMP2 PON2 PSAT1 PTN PTPRZ1 RAB31 RAMP1 RFTN2 RHOC S100B SCD5 SCN1A SCRG1 SEMA5A SERPINE2 SEZ6L SIRT2 SLC35F1 SLITRK2 SOX10 SOX6 SOX8 SPARC SPATA6 SPRY1 SPRY4 TRIB2 TSC22D4 TSPAN7 TTYH1 VXN HALLMARK_ADIPOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HALLMARK_ADIPOGENESIS ABCA1 ABCB8 ACAA2 ACADL ACADM ACADS ACLY ACO2 ACOX1 ADCY6 ADIG ADIPOQ ADIPOR2 AGPAT3 AIFM1 AK2 ALDH2 ALDOA ANGPT1 ANGPTL4 APLP2 APOE ARAF ARL4A ATL2 ATP1B3 ATP5PO BAZ2A BCKDHA BCL2L13 BCL6 C3 CAT CAVIN1 CAVIN2 CCNG2 CD151 CD302 CD36 CDKN2C CHCHD10 CHUK CIDEA CMBL CMPK1 COL15A1 COL4A1 COQ3 COQ5 COQ9 COX6A1 COX7B COX8A CPT2 CRAT CS CYC1 CYP4B1 DBT DDT DECR1 DGAT1 DHCR7 DHRS7 DHRS7B DLAT DLD DNAJB9 DNAJC15 DRAM2 ECH1 ECHS1 ELMOD3 ELOVL6 ENPP2 EPHX2 ESRRA ESYT1 ETFB FABP4 FAH FZD4 G3BP2 GADD45A GBE1 GHITM GPAM GPAT4 GPD2 GPHN GPX3 GPX4 GRPEL1 HADH HIBCH HSPB8 IDH1 IDH3A IDH3G IFNGR1 IMMT ITGA7 ITIH5 ITSN1 JAGN1 LAMA4 LEP LIFR LIPE LPCAT3 LPL LTC4S MAP4K3 MCCC1 MDH2 ME1 MGLL MGST3 MIGA2 MRAP MRPL15 MTARC2 MTCH2 MYLK NABP1 NDUFA5 NDUFAB1 NDUFB7 NDUFS3 NKIRAS1 NMT1 OMD ORM1 PDCD4 PEMT PEX14 PFKFB3 PFKL PGM1 PHLDB1 PHYH PIM3 PLIN2 POR PPARG PPM1B PPP1R15B PRDX3 PREB PTCD3 PTGER3 QDPR RAB34 REEP5 REEP6 RETN RETSAT RIOK3 RMDN3 RNF11 RREB1 RTN3 SAMM50 SCARB1 SCP2 SDHB SDHC SLC19A1 SLC1A5 SLC25A1 SLC25A10 SLC27A1 SLC5A6 SLC66A3 SNCG SOD1 SORBS1 SOWAHC SPARCL1 SQOR SSPN STAT5A STOM SUCLG1 SULT1A1 TALDO1 TANK TKT TOB1 TST UBC UBQLN1 UCK1 UCP2 UQCR10 UQCR11 UQCRC1 UQCRQ VEGFB YWHAG HALLMARK_ALLOGRAFT_REJECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HALLMARK_ALLOGRAFT_REJECTION AARS1 ABCE1 ABI1 ACHE ACVR2A AKT1 APBB1 B2M BCAT1 BCL10 BCL3 BRCA1 C2 CAPG CARTPT CCL11 CCL13 CCL19 CCL2 CCL22 CCL4 CCL5 CCL7 CCND2 CCND3 CCR1 CCR2 CCR5 CD1D CD2 CD247 CD28 CD3D CD3E CD3G CD4 CD40 CD40LG CD47 CD7 CD74 CD79A CD80 CD86 CD8A CD8B CD96 CDKN2A CFP CRTAM CSF1 CSK CTSS CXCL13 CXCL9 CXCR3 DARS1 DEGS1 DYRK3 EGFR EIF3A EIF3D EIF3J EIF4G3 EIF5A ELANE ELF4 EREG ETS1 F2 F2R FAS FASLG FCGR2B FGR FLNA FYB1 GALNT1 GBP2 GCNT1 GLMN GPR65 GZMA GZMB HCLS1 HDAC9 HIF1A HLA-A HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DQA1 HLA-DRA HLA-E HLA-G ICAM1 ICOSLG IFNAR2 IFNG IFNGR1 IFNGR2 IGSF6 IKBKB IL10 IL11 IL12A IL12B IL12RB1 IL13 IL15 IL16 IL18 IL18RAP IL1B IL2 IL27RA IL2RA IL2RB IL2RG IL4 IL4R IL6 IL7 IL9 INHBA INHBB IRF4 IRF7 IRF8 ITGAL ITGB2 ITK JAK2 KLRD1 KRT1 LCK LCP2 LIF LTB LY75 LY86 LYN MAP3K7 MAP4K1 MBL2 MMP9 MRPL3 MTIF2 NCF4 NCK1 NCR1 NLRP3 NME1 NOS2 NPM1 PF4 PRF1 PRKCB PRKCG PSMB10 PTPN6 PTPRC RARS1 RIPK2 RPL39 RPL3L RPL9 RPS19 RPS3A RPS9 SIT1 SOCS1 SOCS5 SPI1 SRGN ST8SIA4 STAB1 STAT1 STAT4 TAP1 TAP2 TAPBP TGFB1 TGFB2 THY1 TIMP1 TLR1 TLR2 TLR3 TLR6 TNF TPD52 TRAF2 TRAT1 UBE2D1 UBE2N WARS1 WAS ZAP70 HALLMARK_ANDROGEN_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HALLMARK_ANDROGEN_RESPONSE ABCC4 ABHD2 ACSL3 ACTN1 ADAMTS1 ADRM1 AKAP12 AKT1 ALDH1A3 ANKH APPBP2 ARID5B AZGP1 B2M B4GALT1 BMPR1B CAMKK2 CCND1 CCND3 CDC14B CDK6 CENPN DBI DHCR24 DNAJB9 ELK4 ELL2 ELOVL5 FADS1 FKBP5 GNAI3 GPD1L GSR GUCY1A1 H1-0 HERC3 HMGCR HMGCS1 HOMER2 HPGD HSD17B14 IDI1 INPP4B INSIG1 IQGAP2 ITGAV KLK2 KLK3 KRT19 KRT8 LIFR LMAN1 MAF MAK MAP7 MERTK MYL12A NCOA4 NDRG1 NGLY1 NKX3-1 PA2G4 PDLIM5 PGM3 PIAS1 PLPP1 PMEPA1 PTK2B PTPN21 RAB4A RPS6KA3 RRP12 SAT1 SCD SEC24D SELENOP SGK1 SLC26A2 SLC38A2 SMS SORD SPCS3 SPDEF SRF SRP19 STEAP4 STK39 TARP TMEM50A TMPRSS2 TNFAIP8 TPD52 TSC22D1 UAP1 UBE2I UBE2J1 VAPA XRCC5 XRCC6 ZBTB10 ZMIZ1 HALLMARK_ANGIOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HALLMARK_ANGIOGENESIS APOH APP CCND2 COL3A1 COL5A2 CXCL6 FGFR1 FSTL1 ITGAV JAG1 JAG2 KCNJ8 LPL LRPAP1 LUM MSX1 NRP1 OLR1 PDGFA PF4 PGLYRP1 POSTN PRG2 PTK2 S100A4 SERPINA5 SLCO2A1 SPP1 STC1 THBD TIMP1 TNFRSF21 VAV2 VCAN VEGFA VTN HALLMARK_APICAL_JUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HALLMARK_APICAL_JUNCTION ACTA1 ACTB ACTC1 ACTG1 ACTG2 ACTN1 ACTN2 ACTN3 ACTN4 ADAM15 ADAM23 ADAM9 ADAMTS5 ADRA1B AKT2 AKT3 ALOX15B AMH AMIGO1 AMIGO2 ARHGEF6 ARPC2 ATP1A3 B4GALT1 BAIAP2 BMP1 CADM2 CADM3 CALB2 CAP1 CD209 CD274 CD276 CD34 CD86 CD99 CDH1 CDH11 CDH15 CDH3 CDH4 CDH6 CDH8 CDK8 CDSN CERCAM CLDN11 CLDN14 CLDN15 CLDN18 CLDN19 CLDN4 CLDN5 CLDN6 CLDN7 CLDN8 CLDN9 CNN2 CNTN1 COL16A1 COL17A1 COL9A1 CRAT CRB3 CTNNA1 CTNND1 CX3CL1 DHX16 DLG1 DMP1 DSC1 DSC3 EGFR EPB41L2 EVL EXOC4 FBN1 FLNC FSCN1 FYB1 GAMT GNAI1 GNAI2 GRB7 GTF2F1 HADH HRAS ICAM1 ICAM2 ICAM4 ICAM5 IKBKG INPPL1 INSIG1 IRS1 ITGA10 ITGA2 ITGA3 ITGA9 ITGB1 ITGB4 JAM3 JUP KCNH2 KRT31 LAMA3 LAMB3 LAMC2 LAYN LDLRAP1 LIMA1 MADCAM1 MAP3K20 MAP4K2 MAPK11 MAPK13 MAPK14 MDK MMP2 MMP9 MPZL1 MPZL2 MSN MVD MYH10 MYH9 MYL12B MYL9 NECTIN1 NECTIN2 NECTIN3 NECTIN4 NEGR1 NEXN NF1 NF2 NFASC NHERF4 NLGN2 NLGN3 NRAP NRTN NRXN2 PALS1 PARD6G PARVA PBX2 PCDH1 PECAM1 PFN1 PIK3CB PIK3R3 PKD1 PLCG1 PPP2R2C PTEN PTK2 PTPRC RAC2 RASA1 RHOF RRAS RSU1 SDC3 SGCE SHC1 SHROOM2 SIRPA SKAP2 SLC30A3 SLIT2 SORBS3 SPEG SRC STX4 SYK SYMPK TAOK2 TGFBI THBS3 THY1 TIAL1 TJP1 TMEM8B TNFRSF11B TRAF1 TRO TSC1 TSPAN4 TUBG1 VASP VAV2 VCAM1 VCAN VCL VWF WASL WNK4 YWHAH ZYX HALLMARK_APICAL_SURFACE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HALLMARK_APICAL_SURFACE ADAM10 ADIPOR2 AFAP1L2 AKAP7 APP ATP6V0A4 ATP8B1 B4GALT1 BRCA1 CD160 CROCC CRYBG1 CX3CL1 DCBLD2 EFNA5 EPHB4 FLOT2 GAS1 GATA3 GHRL GSTM3 HSPB1 IL2RB IL2RG LYN LYPD3 MAL MDGA1 NCOA6 NTNG1 PCSK9 PKHD1 PLAUR RHCG RTN4RL1 SCUBE1 SHROOM2 SLC22A12 SLC2A4 SLC34A3 SRPX SULF2 THY1 TMEM8B HALLMARK_APOPTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HALLMARK_APOPTOSIS ADD1 AIFM3 ANKH ANXA1 APP ATF3 AVPR1A BAX BCAP31 BCL10 BCL2L1 BCL2L10 BCL2L11 BCL2L2 BGN BID BIK BIRC3 BMF BMP2 BNIP3L BRCA1 BTG2 BTG3 CASP1 CASP2 CASP3 CASP4 CASP6 CASP7 CASP8 CASP9 CAV1 CCNA1 CCND1 CCND2 CD14 CD2 CD38 CD44 CD69 CDC25B CDK2 CDKN1A CDKN1B CFLAR CLU CREBBP CTH CTNNB1 CYLD DAP DAP3 DCN DDIT3 DFFA DIABLO DNAJA1 DNAJC3 DNM1L DPYD EBP EGR3 EMP1 ENO2 ERBB2 ERBB3 EREG ETF1 F2 F2R FAS FASLG FDXR FEZ1 GADD45A GADD45B GCH1 GNA15 GPX1 GPX3 GPX4 GSN GSR GSTM1 GUCY2D H1-0 HGF HMGB2 HMOX1 HSPB1 IER3 IFITM3 IFNB1 IFNGR1 IGF2R IGFBP6 IL18 IL1A IL1B IL6 IRF1 ISG20 JUN KRT18 LEF1 LGALS3 LMNA LUM MADD MCL1 MGMT MMP2 NEDD9 NEFH PAK1 PDCD4 PDGFRB PEA15 PLAT PLCB2 PLPPR4 PMAIP1 PPP2R5B PPP3R1 PPT1 PRF1 PSEN1 PSEN2 PTK2 RARA RELA RETSAT RHOB RHOT2 RNASEL ROCK1 SAT1 SATB1 SC5D SLC20A1 SMAD7 SOD1 SOD2 SPTAN1 SQSTM1 TAP1 TGFB2 TGFBR3 TIMP1 TIMP2 TIMP3 TNF TNFRSF12A TNFSF10 TOP2A TSPO TXNIP VDAC2 WEE1 XIAP HALLMARK_BILE_ACID_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HALLMARK_BILE_ACID_METABOLISM ABCA1 ABCA2 ABCA3 ABCA4 ABCA5 ABCA6 ABCA8 ABCA9 ABCD1 ABCD2 ABCD3 ABCG4 ABCG8 ACSL1 ACSL5 AGXT AKR1D1 ALDH1A1 ALDH8A1 ALDH9A1 AMACR APOA1 AQP9 AR ATXN1 BBOX1 BCAR3 BMP6 CAT CH25H CROT CYP27A1 CYP39A1 CYP46A1 CYP7A1 CYP7B1 CYP8B1 DHCR24 DIO1 DIO2 EFHC1 EPHX2 FADS1 FADS2 FDXR GC GCLM GNMT GNPAT GSTK1 HACL1 HAO1 HSD17B11 HSD17B4 HSD17B6 HSD3B1 HSD3B7 IDH1 IDH2 IDI1 ISOC1 KLF1 LCK LIPE LONP2 MLYCD NEDD4 NPC1 NR0B2 NR1H4 NR1I2 NR3C2 NUDT12 OPTN PAOX PECR PEX1 PEX11A PEX11G PEX12 PEX13 PEX16 PEX19 PEX26 PEX6 PEX7 PFKM PHYH PIPOX PNPLA8 PRDX5 PXMP2 RBP1 RETSAT RXRA RXRG SCP2 SERPINA6 SLC22A18 SLC23A1 SLC23A2 SLC27A2 SLC27A5 SLC29A1 SLC35B2 SLCO1A2 SOAT2 SOD1 SULT1B1 SULT2B1 TFCP2L1 TTR HALLMARK_CHOLESTEROL_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HALLMARK_CHOLESTEROL_HOMEOSTASIS ABCA2 ACAT2 ACSS2 ACTG1 ADH4 ALCAM ALDOC ANTXR2 ANXA13 ANXA5 ATF3 ATF5 ATXN2 AVPR1A CBS CD9 CHKA CLU CPEB2 CTNNB1 CXCL16 CYP51A1 DHCR7 EBP ECH1 ERRFI1 ETHE1 FABP5 FADS2 FASN FBXO6 FDFT1 FDPS GLDC GNAI1 GPX8 GSTM2 GUSB HMGCR HMGCS1 HSD17B7 IDI1 JAG1 LDLR LGALS3 LGMN LPL LSS MAL2 MVD MVK NFIL3 NIBAN1 NSDHL PCYT2 PDK3 PLAUR PLSCR1 PMVK PNRC1 PPARG S100A11 SC5D SCD SEMA3B SQLE SREBF2 STARD4 STX5 TM7SF2 TMEM97 TNFRSF12A TP53INP1 TRIB3 HALLMARK_COAGULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HALLMARK_COAGULATION A2M ACOX2 ADAM9 ANG ANXA1 APOA1 APOC1 APOC2 APOC3 ARF4 BMP1 C1QA C1R C1S C2 C3 C8A C8B C8G C9 CAPN2 CAPN5 CASP9 CD9 CFB CFD CFH CFI CLU COMP CPB2 CPN1 CPQ CRIP2 CSRP1 CTSB CTSE CTSH CTSK CTSO CTSV DCT DPP4 DUSP14 DUSP6 F10 F11 F12 F13B F2 F2RL2 F3 F8 F9 FBN1 FGA FGG FN1 FURIN FYN GDA GNB2 GNG12 GP1BA GP9 GSN HMGCS2 HNF4A HPN HRG HTRA1 ISCU ITGA2 ITGB3 ITIH1 KLF7 KLK8 KLKB1 LAMP2 LEFTY2 LGMN LRP1 LTA4H MAFF MASP2 MBL2 MEP1A MMP1 MMP10 MMP11 MMP14 MMP15 MMP2 MMP3 MMP7 MMP8 MMP9 MSRB2 MST1 OLR1 P2RY1 PDGFB PECAM1 PEF1 PF4 PLAT PLAU PLEK PLG PREP PROC PROS1 PROZ PRSS23 RABIF RAC1 RAPGEF3 RGN S100A1 S100A13 SERPINA1 SERPINB2 SERPINC1 SERPINE1 SERPING1 SH2B2 SIRT2 SPARC TF TFPI2 THBD THBS1 TIMP1 TIMP3 TMPRSS6 USP11 VWF WDR1 HALLMARK_COMPLEMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HALLMARK_COMPLEMENT ACTN2 ADAM9 ADRA2B AKAP10 ANG ANXA5 APOA4 APOBEC3F APOBEC3G APOC1 ATOX1 BRPF3 C1QA C1QC C1R C1S C2 C3 C4BPB C9 CA2 CALM1 CALM3 CASP1 CASP10 CASP3 CASP4 CASP5 CASP7 CASP9 CBLB CCL5 CD36 CD40LG CD46 CD55 CD59 CDA CDH13 CDK5R1 CEBPB CFB CFH CLU COL4A2 CP CPM CPQ CR1 CR2 CSRP1 CTSB CTSC CTSD CTSH CTSL CTSO CTSS CTSV CXCL1 DGKG DGKH DOCK10 DOCK4 DOCK9 DPP4 DUSP5 DUSP6 DYRK2 EHD1 ERAP2 F10 F2 F3 F5 F7 F8 FCER1G FCN1 FDX1 FN1 FYN GATA3 GCA GMFB GNAI2 GNAI3 GNB2 GNB4 GNG2 GNGT2 GP1BA GP9 GPD2 GRB2 GZMA GZMB GZMK HNF4A HPCAL4 HSPA1A HSPA5 IL6 IRF1 IRF2 IRF7 ITGAM ITIH1 JAK2 KCNIP2 KCNIP3 KIF2A KLK1 KLKB1 KYNU L3MBTL4 LAMP2 LAP3 LCK LCP2 LGALS3 LGMN LIPA LRP1 LTA4H LTF LYN MAFF ME1 MMP12 MMP13 MMP14 MMP15 MMP8 MSRB1 MT3 NOTCH4 OLR1 PCLO PCSK9 PDGFB PDP1 PFN1 PHEX PIK3CA PIK3CG PIK3R5 PIM1 PLA2G4A PLA2G7 PLAT PLAUR PLEK PLG PLSCR1 PPP2CB PPP4C PRCP PRDM4 PREP PRKCD PRSS3 PRSS36 PSEN1 PSMB9 RABIF RAF1 RASGRP1 RBSN RCE1 RHOG RNF4 S100A12 S100A13 S100A9 SCG3 SERPINA1 SERPINB2 SERPINC1 SERPINE1 SERPING1 SH2B3 SIRT6 SPOCK2 SRC STX4 TFPI2 TIMP1 TIMP2 TMPRSS6 TNFAIP3 USP14 USP15 USP16 USP8 VCPIP1 WAS XPNPEP1 ZEB1 ZFPM2 HALLMARK_DNA_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HALLMARK_DNA_REPAIR AAAS ADA ADCY6 ADRM1 AGO4 AK1 AK3 ALYREF APRT ARL6IP1 BCAM BCAP31 BOLA2 BRF2 CANT1 CCNO CDA CETN2 CLP1 CMPK2 COX17 CSTF3 DAD1 DCTN4 DDB1 DDB2 DGCR8 DGUOK DUT EDF1 EIF1B ELL ELOA ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC8 FEN1 GMPR2 GPX4 GSDME GTF2A2 GTF2B GTF2F1 GTF2H1 GTF2H3 GTF2H5 GTF3C5 GUK1 HCLS1 HPRT1 IMPDH2 ITPA LIG1 MPC2 MPG MRPL40 NCBP2 NELFB NELFCD NELFE NFX1 NME1 NME3 NME4 NPR2 NT5C NT5C3A NUDT21 NUDT9 PCNA PDE4B PDE6G PNP POLA1 POLA2 POLB POLD1 POLD3 POLD4 POLE4 POLH POLL POLR1C POLR1D POLR1H POLR2A POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR3C POLR3GL POM121 PRIM1 RAD51 RAD52 RAE1 RALA RBX1 REV3L RFC2 RFC3 RFC4 RFC5 RNMT RPA2 RPA3 RRM2B SAC3D1 SDCBP SEC61A1 SF3A3 SMAD5 SNAPC4 SNAPC5 SRSF6 SSRP1 STX3 SUPT4H1 SUPT5H SURF1 TAF10 TAF12 TAF13 TAF1C TAF6 TAF9 TARBP2 TK2 TMED2 TP53 TSG101 TYMS UMPS UPF3B USP11 VPS28 VPS37B VPS37D XPC ZNF707 ZWINT HALLMARK_E2F_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HALLMARK_E2F_TARGETS AK2 ANP32E ASF1A ASF1B ATAD2 AURKA AURKB BARD1 BIRC5 BRCA1 BRCA2 BRMS1L BUB1B CBX5 CCNB2 CCNE1 CCP110 CDC20 CDC25A CDC25B CDCA3 CDCA8 CDK1 CDK4 CDKN1A CDKN1B CDKN2A CDKN2C CDKN3 CENPE CENPM CHEK1 CHEK2 CIT CKS1B CKS2 CNOT9 CSE1L CTCF CTPS1 DCK DCLRE1B DCTPP1 DDX39A DEK DEPDC1 DIAPH3 DLGAP5 DNMT1 DONSON DSCC1 DUT E2F8 EED EIF2S1 ESPL1 EXOSC8 EZH2 GINS1 GINS3 GINS4 GSPT1 H2AX H2AZ1 HELLS HMGA1 HMGB2 HMGB3 HMMR HNRNPD HUS1 ILF3 ING3 IPO7 JPT1 KIF18B KIF22 KIF2C KIF4A KPNA2 LBR LIG1 LMNB1 LUC7L3 LYAR MAD2L1 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MELK MKI67 MLH1 MMS22L MRE11 MSH2 MTHFD2 MXD3 MYBL2 MYC NAA38 NAP1L1 NASP NBN NCAPD2 NME1 NOLC1 NOP56 NUDT21 NUP107 NUP153 NUP205 ORC2 ORC6 PA2G4 PAICS PAN2 PCNA PDS5B PHF5A PLK1 PLK4 PMS2 PNN POLA2 POLD1 POLD2 POLD3 POLE POLE4 POP7 PPM1D PPP1R8 PRDX4 PRIM2 PRKDC PRPS1 PSIP1 PSMC3IP PTTG1 RACGAP1 RAD1 RAD21 RAD50 RAD51AP1 RAD51C RAN RANBP1 RBBP7 RFC1 RFC2 RFC3 RNASEH2A RPA1 RPA2 RPA3 RRM2 SHMT1 SLBP SMC1A SMC3 SMC4 SMC6 SNRPB SPAG5 SPC24 SPC25 SRSF1 SRSF2 SSRP1 STAG1 STMN1 SUV39H1 SYNCRIP TACC3 TBRG4 TCF19 TFRC TIMELESS TIPIN TK1 TMPO TOP2A TP53 TRA2B TRIP13 TUBB TUBG1 UBE2S UBE2T UBR7 UNG USP1 WDR90 WEE1 XPO1 XRCC6 ZW10 HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION ABI3BP ACTA2 ADAM12 ANPEP APLP1 AREG BASP1 BDNF BGN BMP1 CADM1 CALD1 CALU CAP2 CAPG CCN1 CCN2 CD44 CD59 CDH11 CDH2 CDH6 COL11A1 COL12A1 COL16A1 COL1A1 COL1A2 COL3A1 COL4A1 COL4A2 COL5A1 COL5A2 COL5A3 COL6A2 COL6A3 COL7A1 COL8A2 COLGALT1 COMP COPA CRLF1 CTHRC1 CXCL1 CXCL12 CXCL6 CXCL8 DAB2 DCN DKK1 DPYSL3 DST ECM1 ECM2 EDIL3 EFEMP2 ELN EMP3 ENO2 FAP FAS FBLN1 FBLN2 FBLN5 FBN1 FBN2 FERMT2 FGF2 FLNA FMOD FN1 FOXC2 FSTL1 FSTL3 FUCA1 FZD8 GADD45A GADD45B GAS1 GEM GJA1 GLIPR1 GPC1 GPX7 GREM1 HTRA1 ID2 IGFBP2 IGFBP3 IGFBP4 IL15 IL32 IL6 INHBA ITGA2 ITGA5 ITGAV ITGB1 ITGB3 ITGB5 JUN LAMA1 LAMA2 LAMA3 LAMC1 LAMC2 LGALS1 LOX LOXL1 LOXL2 LRP1 LRRC15 LUM MAGEE1 MATN2 MATN3 MCM7 MEST MFAP5 MGP MMP1 MMP14 MMP2 MMP3 MSX1 MXRA5 MYL9 MYLK NID2 NNMT NOTCH2 NT5E NTM OXTR P3H1 PCOLCE PCOLCE2 PDGFRB PDLIM4 PFN2 PLAUR PLOD1 PLOD2 PLOD3 PMEPA1 PMP22 POSTN PPIB PRRX1 PRSS2 PTHLH PTX3 PVR QSOX1 RGS4 RHOB SAT1 SCG2 SDC1 SDC4 SERPINE1 SERPINE2 SERPINH1 SFRP1 SFRP4 SGCB SGCD SGCG SLC6A8 SLIT2 SLIT3 SNAI2 SNTB1 SPARC SPOCK1 SPP1 TAGLN TFPI2 TGFB1 TGFBI TGFBR3 TGM2 THBS1 THBS2 THY1 TIMP1 TIMP3 TNC TNFAIP3 TNFRSF11B TNFRSF12A TPM1 TPM2 TPM4 VCAM1 VCAN VEGFA VEGFC VIM WIPF1 WNT5A HALLMARK_ESTROGEN_RESPONSE_EARLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HALLMARK_ESTROGEN_RESPONSE_EARLY ABAT ABCA3 ABHD2 ABLIM1 ADCY1 ADCY9 ADD3 AFF1 AKAP1 ALDH3B1 AMFR ANXA9 AQP3 AR AREG ARL3 ASB13 B4GALT1 BAG1 BCL11B BCL2 BHLHE40 BLVRB CA12 CALB2 CALCR CANT1 CBFA2T3 CCN5 CCND1 CD44 CELSR1 CELSR2 CHPT1 CISH CLDN7 CLIC3 CXCL12 CYP26B1 DEPTOR DHCR7 DHRS2 DHRS3 DLC1 DYNLT3 EEIG1 EGR3 ELF1 ELF3 ELOVL2 ELOVL5 ENDOD1 ESRP2 FARP1 FASN FCMR FDFT1 FHL2 FKBP4 FKBP5 FLNB FOS FOXC1 FRK GAB2 GFRA1 GJA1 GLA GREB1 HES1 HR HSPB8 IGF1R IGFBP4 IL17RB IL6ST INHBB INPP5F ISG20L2 ITPK1 JAK2 KAZN KCNK15 KCNK5 KDM4B KLF10 KLF4 KLK10 KRT13 KRT15 KRT18 KRT19 KRT8 LAD1 LRIG1 MAPT MAST4 MED13L MED24 MICB MINDY1 MLPH MPPED2 MREG MSMB MUC1 MYB MYBBP1A MYBL1 MYC MYOF NADSYN1 NAV2 NBL1 NCOR2 NHERF1 NPY1R NRIP1 NXT1 OLFM1 OLFML3 OPN3 OVOL2 P2RY2 PAPSS2 PDLIM3 PDZK1 PEX11A PGR PLAAT3 PMAIP1 PODXL PPIF PRSS23 PTGES RAB17 RAB31 RAPGEFL1 RARA RASGRP1 RBBP8 REEP1 RET RETREG1 RHOBTB3 RHOD RPS6KA2 RRP12 SCARB1 SCNN1A SEC14L2 SEMA3B SFN SH3BP5 SIAH2 SLC16A1 SLC19A2 SLC1A1 SLC1A4 SLC22A5 SLC24A3 SLC26A2 SLC27A2 SLC2A1 SLC37A1 SLC39A6 SLC7A2 SLC7A5 SNX24 SOX3 STC2 SULT2B1 SVIL SYBU SYNGR1 SYT12 TBC1D30 TFAP2C TFF1 TFF3 TGIF2 TGM2 THSD4 TIAM1 TIPARP TJP3 TMEM164 TMPRSS3 TOB1 TPBG TPD52L1 TSKU TTC39A TUBB2B UGCG UNC119 WFS1 WWC1 XBP1 ZNF185 HALLMARK_ESTROGEN_RESPONSE_LATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HALLMARK_ESTROGEN_RESPONSE_LATE ABCA3 ABHD2 ACOX2 ADD3 AFF1 AGR2 ALDH3A2 ALDH3B1 AMFR ANXA9 AREG ARL3 ASCL1 ASS1 ATP2B4 BAG1 BATF BCL2 BLVRB BTG3 CA12 CA2 CACNA2D2 CALCR CAV1 CCN5 CCNA1 CCND1 CD44 CD9 CDC20 CDC6 CDH1 CELSR2 CHPT1 CHST8 CISH CKB CLIC3 COX6C CPE CXCL12 CXCL14 CYP26B1 CYP4F11 DCXR DHCR7 DHRS2 DLG5 DNAJC1 DNAJC12 DUSP2 DYNLT3 EEIG1 EGR3 ELOVL5 EMP2 ETFB FABP5 FARP1 FDFT1 FGFR3 FKBP4 FKBP5 FLNB FOS FOXC1 FRK GAL GALE GFUS GINS2 GJB3 GLA GPER1 HMGCS2 HOMER2 HPRT1 HR HSPA4L HSPB8 ID2 IDH2 IGFBP4 IGSF1 IL17RB IL6ST IMPA2 ISG20 ITPK1 JAK1 JAK2 KCNK5 KIF20A KLF4 KLK10 KLK11 KRT13 KRT19 LAMC2 LARGE1 LLGL2 LSR LTF MAPK13 MAPT MDK MEST METTL3 MICB MOCS2 MYB MYOF NAB2 NBL1 NCOR2 NHERF1 NMU NPY1R NRIP1 NXT1 OLFM1 OPN3 OVOL2 PAPSS2 PCP4 PDCD4 PDLIM3 PDZK1 PERP PGR PKP3 PLAAT3 PLAC1 PLK4 PLXNB1 PPIF PRKAR2B PRLR PRSS23 PTGER3 PTGES PTPN6 RAB31 RABEP1 RAPGEFL1 RBBP8 RET RNASEH2A RPS6KA2 S100A9 SCARB1 SCNN1A SCUBE2 SEMA3B SERPINA1 SERPINA3 SERPINA5 SFN SGK1 SIAH2 SLC16A1 SLC1A4 SLC22A5 SLC24A3 SLC26A2 SLC27A2 SLC29A1 SLC2A8 SLC7A5 SNX10 SORD SOX3 ST14 ST6GALNAC2 STIL SULT2B1 TFAP2C TFF1 TFF3 TFPI2 TH TIAM1 TJP3 TMPRSS3 TNNC1 TOB1 TOP2A TPBG TPD52L1 TPSAB1 TRIM29 TSPAN13 TST UGDH UNC13B WFS1 XBP1 XRCC3 ZFP36 HALLMARK_FATTY_ACID_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HALLMARK_FATTY_ACID_METABOLISM AADAT ACAA1 ACAA2 ACADL ACADM ACADS ACADVL ACAT2 ACO2 ACOT2 ACOT8 ACOX1 ACSL1 ACSL4 ACSL5 ACSM3 ACSS1 ADH1C ADH7 ADIPOR2 ADSL ALAD ALDH1A1 ALDH3A1 ALDH3A2 ALDH9A1 ALDOA AOC3 APEX1 AQP7 AUH BCKDHB BLVRA BMPR1B BPHL CA2 CA4 CA6 CBR1 CBR3 CD1D CD36 CEL CIDEA CPOX CPT1A CPT2 CRAT CRYZ CYP1A1 CYP4A11 CYP4A22 D2HGDH DECR1 DHCR24 DLD DLST ECH1 ECHS1 ECI1 ECI2 EHHADH ELOVL5 ENO2 ENO3 EPHX1 ERP29 ETFDH FABP1 FABP2 FASN FH FMO1 G0S2 GABARAPL1 GAD2 GAPDHS GCDH GLUL GPD1 GPD2 GRHPR GSTZ1 H2AZ1 HADH HADHB HAO2 HCCS HIBCH HMGCL HMGCS1 HMGCS2 HPGD HSD17B10 HSD17B11 HSD17B4 HSD17B7 HSDL2 HSP90AA1 HSPH1 IDH1 IDH3B IDH3G IDI1 IL4I1 INMT KMT5A LDHA LGALS1 LTC4S MAOA MCEE MDH1 MDH2 ME1 METAP1 MGLL MIF MIX23 MLYCD NBN NCAPH2 NSDHL NTHL1 ODC1 OSTC PCBD1 PDHA1 PDHB PPARA PRDX6 PSME1 PTPRG PTS RAP1GDS1 RDH11 RDH16 REEP6 RETSAT S100A10 SDHA SDHC SDHD SERINC1 SLC22A5 SMS SUCLA2 SUCLG1 SUCLG2 TDO2 TP53INP2 UBE2L6 UGDH UROD UROS VNN1 XIST YWHAH HALLMARK_G2M_CHECKPOINT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HALLMARK_G2M_CHECKPOINT ABL1 AMD1 ARID4A ATF5 ATRX AURKA AURKB BARD1 BCL3 BIRC5 BRCA2 BUB1 BUB3 CASP8AP2 CBX1 CCNA2 CCNB2 CCND1 CCNF CCNT1 CDC20 CDC25A CDC25B CDC27 CDC45 CDC6 CDC7 CDK1 CDK4 CDKN1B CDKN2C CDKN3 CENPA CENPE CENPF CHAF1A CHEK1 CHMP1A CKS1B CKS2 CTCF CUL1 CUL3 CUL4A CUL5 DBF4 DDX39A DKC1 DMD DR1 DTYMK E2F1 E2F2 E2F3 E2F4 EFNA5 EGF ESPL1 EWSR1 EXO1 EZH2 FANCC FBXO5 FOXN3 G3BP1 GINS2 GSPT1 H2AX H2AZ1 H2AZ2 H2BC12 HIF1A HIRA HMGA1 HMGB3 HMGN2 HMMR HNRNPD HNRNPU HOXC10 HSPA8 HUS1 ILF3 INCENP JPT1 KATNA1 KIF11 KIF15 KIF20B KIF22 KIF23 KIF2C KIF4A KIF5B KMT5A KNL1 KPNA2 KPNB1 LBR LIG3 LMNB1 MAD2L1 MAP3K20 MAPK14 MARCKS MCM2 MCM3 MCM5 MCM6 MEIS1 MEIS2 MKI67 MNAT1 MT2A MTF2 MYBL2 MYC NASP NCL NDC80 NEK2 NOLC1 NOTCH2 NSD2 NUMA1 NUP50 NUP98 NUSAP1 ODC1 ODF2 ORC5 ORC6 PAFAH1B1 PBK PDS5B PLK1 PLK4 PML POLA2 POLE POLQ PRC1 PRIM2 PRMT5 PRPF4B PTTG1 PTTG3P PURA RACGAP1 RAD21 RAD23B RAD54L RASAL2 RBL1 RBM14 RPA2 RPS6KA5 SAP30 SFPQ SLC12A2 SLC38A1 SLC7A1 SLC7A5 SMAD3 SMARCC1 SMC1A SMC2 SMC4 SNRPD1 SQLE SRSF1 SRSF10 SRSF2 SS18 STAG1 STIL STMN1 SUV39H1 SYNCRIP TACC3 TENT4A TFDP1 TGFB1 TLE3 TMPO TNPO2 TOP1 TOP2A TPX2 TRA2B TRAIP TROAP TTK UBE2C UBE2S UCK2 UPF1 WRN XPO1 YTHDC1 HALLMARK_GLYCOLYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HALLMARK_GLYCOLYSIS ABCB6 ADORA2B AGL AGRN AK3 AK4 AKR1A1 ALDH7A1 ALDH9A1 ALDOA ALDOB ALG1 ANG ANGPTL4 ANKZF1 ARPP19 ARTN AURKA B3GALT6 B3GAT1 B3GAT3 B3GNT3 B4GALT1 B4GALT2 B4GALT4 B4GALT7 BIK BPNT1 CACNA1H CAPN5 CASP6 CD44 CDK1 CENPA CHPF CHPF2 CHST1 CHST12 CHST2 CHST4 CHST6 CITED2 CLDN3 CLDN9 CLN6 COG2 COL5A1 COPB2 CTH CXCR4 CYB5A DCN DDIT4 DEPDC1 DLD DPYSL4 DSC2 ECD EFNA3 EGFR EGLN3 ELF3 ENO1 ENO2 ERO1A EXT1 EXT2 FAM162A FBP2 FKBP4 FUT8 G6PD GAL3ST1 GALE GALK1 GALK2 GAPDHS GCLC GFPT1 GFUS GLCE GLRX GMPPA GMPPB GNE GNPDA1 GOT1 GOT2 GPC1 GPC3 GPC4 GPR87 GUSB GYS1 GYS2 HAX1 HDLBP HK2 HMMR HOMER1 HS2ST1 HS6ST2 HSPA5 IDH1 IDUA IER3 IGFBP3 IL13RA1 IRS2 ISG20 KDELR3 KIF20A KIF2A LCT LDHA LDHC LHPP LHX9 MDH1 MDH2 ME1 ME2 MED24 MERTK MET MIF MIOX MPI MXI1 NANP NASP NDST3 NDUFV3 NOL3 NSDHL NT5E P4HA1 P4HA2 PAM PAXIP1 PC PDK3 PFKFB1 PFKP PGAM1 PGAM2 PGK1 PGLS PGM2 PHKA2 PKM PKP2 PLOD1 PLOD2 PMM2 POLR3K PPFIA4 PPIA PPP2CB PRPS1 PSMC4 PYGB PYGL QSOX1 RARS1 RBCK1 RPE RRAGD SAP30 SDC1 SDC2 SDC3 SDHC SLC16A3 SLC25A10 SLC25A13 SLC35A3 SLC37A4 SOD1 SOX9 SPAG4 SRD5A3 STC1 STC2 STMN1 TALDO1 TFF3 TGFA TGFBI TKTL1 TPBG TPI1 TPST1 TXN UGP2 VCAN VEGFA VLDLR XYLT2 ZNF292 HALLMARK_HEDGEHOG_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HALLMARK_HEDGEHOG_SIGNALING ACHE ADGRG1 AMOT CDK5R1 CDK6 CELSR1 CNTFR CRMP1 DPYSL2 ETS2 GLI1 HEY1 HEY2 L1CAM LDB1 MYH9 NF1 NKX6-1 NRCAM NRP1 NRP2 OPHN1 PLG PML PTCH1 RASA1 RTN1 SCG2 SHH SLIT1 THY1 TLE1 TLE3 UNC5C VEGFA VLDLR HALLMARK_HEME_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HALLMARK_HEME_METABOLISM ABCB6 ABCG2 ACKR1 ACP5 ACSL6 ADD1 ADD2 ADIPOR1 AGPAT4 AHSP ALAD ALAS2 ALDH1L1 ALDH6A1 ANK1 AQP3 ARHGEF12 ARL2BP ASNS ATG4A ATP6V0A1 BACH1 BCAM BLVRA BLVRB BMP2K BNIP3L BPGM BSG BTG2 BTRC C3 CA1 CA2 CAST CAT CCDC28A CCND3 CDC27 CDR2 CIR1 CLCN3 CLIC2 CPOX CROCCP2 CTNS CTSB CTSE DAAM1 DCAF10 DCAF11 DCUN1D1 DMTN E2F2 EIF2AK1 ELL2 ENDOD1 EPB41 EPB42 EPOR ERMAP EZH1 FBXO34 FBXO7 FBXO9 FECH FN3K FOXJ2 FOXO3 FTCD GAPVD1 GATA1 GCLC GCLM GDE1 GLRX5 GMPS GYPA GYPB GYPC GYPE H1-0 H4C3 HAGH HBB HBBP1 HBD HBQ1 HBZ HDGF HEBP1 HMBS HTATIP2 HTRA2 ICAM4 IGSF3 ISCA1 KAT2B KDM7A KEL KHNYN KLF1 KLF3 LAMP2 LMO2 LPIN2 LRP10 MAP2K3 MARCHF2 MARCHF8 MARK3 MBOAT2 MFHAS1 MGST3 MINPP1 MKRN1 MOCOS MOSPD1 MPP1 MXI1 MYL4 NARF NCOA4 NEK7 NFE2 NFE2L1 NNT NR3C1 NUDT4 OPTN OSBP2 P4HA2 PC PDZK1IP1 PGLS PICALM PIGQ PPOX PPP2R5B PRDX2 PSMD9 RAD23A RANBP10 RAP1GAP RBM38 RBM5 RCL1 RHAG RHCE RHD RIOK3 RNF123 RNF19A SDCBP SEC14L1 SELENBP1 SIDT2 SLC10A3 SLC11A2 SLC22A4 SLC25A37 SLC25A38 SLC2A1 SLC30A1 SLC30A10 SLC4A1 SLC66A2 SLC6A8 SLC6A9 SLC7A11 SMOX SNCA SPTA1 SPTB SYNJ1 TAL1 TCEA1 TENT5C TFDP2 TFRC TMCC2 TMEM9B TNRC6B TNS1 TOP1 TRAK2 TRIM10 TRIM58 TSPAN5 TSPO2 TYR UBAC1 UCP2 UROD UROS USP15 VEZF1 XK XPO7 YPEL5 HALLMARK_HYPOXIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HALLMARK_HYPOXIA ACKR3 ADM ADORA2B AK4 AKAP12 ALDOA ALDOB ALDOC AMPD3 ANGPTL4 ANKZF1 ANXA2 ATF3 ATP7A B3GALT6 B4GALNT2 BCAN BCL2 BGN BHLHE40 BNIP3L BRS3 BTG1 CA12 CASP6 CAV1 CAVIN1 CAVIN3 CCN1 CCN2 CCN5 CCNG2 CDKN1A CDKN1B CDKN1C CHST2 CHST3 CITED2 COL5A1 CP CSRP2 CXCR4 DCN DDIT3 DDIT4 DPYSL4 DTNA DUSP1 EDN2 EFNA1 EFNA3 EGFR ENO1 ENO2 ENO3 ERO1A ERRFI1 ETS1 EXT1 F3 FAM162A FBP1 FOS FOSL2 FOXO3 GAA GALK1 GAPDH GAPDHS GBE1 GCK GCNT2 GLRX GPC1 GPC3 GPC4 GPI GRHPR GYS1 HAS1 HDLBP HEXA HK1 HK2 HMOX1 HOXB9 HS3ST1 HSPA5 IDS IER3 IGFBP1 IGFBP3 IL6 ILVBL INHA IRS2 ISG20 JMJD6 JUN KDELR3 KDM3A KIF5A KLF6 KLF7 KLHL24 LALBA LARGE1 LDHA LDHC LOX LXN MAFF MAP3K1 MIF MT1E MT2A MXI1 MYH9 NAGK NCAN NDRG1 NDST1 NDST2 NEDD4L NFIL3 NOCT NR3C1 P4HA1 P4HA2 PAM PCK1 PDGFB PDK1 PDK3 PFKFB3 PFKL PFKP PGAM2 PGF PGK1 PGM1 PGM2 PHKG1 PIM1 PKLR PKP1 PLAC8 PLAUR PLIN2 PNRC1 PPARGC1A PPFIA4 PPP1R15A PPP1R3C PRDX5 PRKCA PYGM RBPJ RORA RRAGD S100A4 SAP30 SCARB1 SDC2 SDC3 SDC4 SELENBP1 SERPINE1 SIAH2 SLC25A1 SLC2A1 SLC2A3 SLC2A5 SLC37A4 SLC6A6 SRPX STBD1 STC1 STC2 SULT2B1 TES TGFB3 TGFBI TGM2 TIPARP TKTL1 TMEM45A TNFAIP3 TPBG TPD52 TPI1 TPST2 UGP2 VEGFA VHL VLDLR WSB1 XPNPEP1 ZFP36 ZNF292 HALLMARK_IL2_STAT5_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HALLMARK_IL2_STAT5_SIGNALING ABCB1 ADAM19 AGER AHCY AHNAK AHR ALCAM AMACR ANXA4 APLP1 ARL4A BATF BATF3 BCL2 BCL2L1 BHLHE40 BMP2 BMPR2 CA2 CAPG CAPN3 CASP3 CCND2 CCND3 CCNE1 CCR4 CD44 CD48 CD79B CD81 CD83 CD86 CDC42SE2 CDC6 CDCP1 CDKN1C CISH CKAP4 COCH COL6A1 CSF1 CSF2 CST7 CTLA4 CTSZ CXCL10 CYFIP1 DCPS DENND5A DHRS3 DRC1 ECM1 EEF1AKMT1 EMP1 ENO3 ENPP1 EOMES ETFBKMT ETV4 F2RL2 FAH FGL2 FLT3LG FURIN GABARAPL1 GADD45B GALM GATA1 GBP4 GLIPR2 GPR65 GPR83 GPX4 GSTO1 GUCY1B1 HIPK2 HK2 HOPX HUWE1 HYCC2 ICOS IFITM3 IFNGR1 IGF1R IGF2R IKZF2 IKZF4 IL10 IL10RA IL13 IL18R1 IL1R2 IL1RL1 IL2RA IL2RB IL3RA IL4R IRF4 IRF6 IRF8 ITGA6 ITGAE ITGAV ITIH5 KLF6 LCLAT1 LIF LRIG1 LRRC8C LTB MAFF MAP3K8 MAP6 MAPKAPK2 MUC1 MXD1 MYC MYO1C MYO1E NCOA3 NCS1 NDRG1 NFIL3 NFKBIZ NOP2 NRP1 NT5E ODC1 P2RX4 P4HA1 PDCD2L PENK PHLDA1 PHTF2 PIM1 PLAGL1 PLEC PLIN2 PLPP1 PLSCR1 PNP POU2F1 PRAF2 PRKCH PRNP PTCH1 PTGER2 PTH1R PTRH2 PUS1 RABGAP1L RGS16 RHOB RHOH RNH1 RORA RRAGD S100A1 SCN9A SELL SELP SERPINB6 SERPINC1 SH3BGRL2 SHE SLC1A5 SLC29A2 SLC2A3 SLC39A8 SMPDL3A SNX14 SNX9 SOCS1 SOCS2 SPP1 SPRED2 SPRY4 ST3GAL4 SWAP70 SYNGR2 SYT11 TGM2 TIAM1 TLR7 TNFRSF18 TNFRSF1B TNFRSF21 TNFRSF4 TNFRSF8 TNFRSF9 TNFSF10 TNFSF11 TRAF1 TTC39B TWSG1 UCK2 UMPS WLS XBP1 HALLMARK_IL6_JAK_STAT3_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HALLMARK_IL6_JAK_STAT3_SIGNALING A2M ACVR1B ACVRL1 BAK1 CBL CCL7 CCR1 CD14 CD36 CD38 CD44 CD9 CNTFR CRLF2 CSF1 CSF2 CSF2RA CSF2RB CSF3R CXCL1 CXCL10 CXCL11 CXCL13 CXCL3 CXCL9 DNTT EBI3 FAS GRB2 HAX1 HMOX1 IFNAR1 IFNGR1 IFNGR2 IL10RB IL12RB1 IL13RA1 IL15RA IL17RA IL17RB IL18R1 IL1B IL1R1 IL1R2 IL2RA IL2RG IL3RA IL4R IL6 IL6ST IL7 IL9R INHBE IRF1 IRF9 ITGA4 ITGB3 JUN LEPR LTB LTBR MAP3K8 MYD88 OSMR PDGFC PF4 PIK3R5 PIM1 PLA2G2A PTPN1 PTPN11 PTPN2 REG1A SOCS1 SOCS3 STAM2 STAT1 STAT2 STAT3 TGFB1 TLR2 TNF TNFRSF12A TNFRSF1A TNFRSF1B TNFRSF21 TYK2 HALLMARK_INFLAMMATORY_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HALLMARK_INFLAMMATORY_RESPONSE ABCA1 ABI1 ACVR1B ACVR2A ADGRE1 ADM ADORA2B ADRM1 AHR APLNR AQP9 ATP2A2 ATP2B1 ATP2C1 AXL BDKRB1 BEST1 BST2 BTG2 C3AR1 C5AR1 CALCRL CCL17 CCL2 CCL20 CCL22 CCL24 CCL5 CCL7 CCR7 CCRL2 CD14 CD40 CD48 CD55 CD69 CD70 CD82 CDKN1A CHST2 CLEC5A CMKLR1 CSF1 CSF3 CSF3R CX3CL1 CXCL10 CXCL11 CXCL6 CXCL8 CXCL9 CXCR6 CYBB DCBLD2 EBI3 EDN1 EIF2AK2 EMP3 EREG F3 FFAR2 FPR1 FZD5 GABBR1 GCH1 GNA15 GNAI3 GP1BA GPC3 GPR132 GPR183 HAS2 HBEGF HIF1A HPN HRH1 ICAM1 ICAM4 ICOSLG IFITM1 IFNAR1 IFNGR2 IL10 IL10RA IL12B IL15 IL15RA IL18 IL18R1 IL18RAP IL1A IL1B IL1R1 IL2RB IL4R IL6 IL7R INHBA IRAK2 IRF1 IRF7 ITGA5 ITGB3 ITGB8 KCNA3 KCNJ2 KCNMB2 KIF1B KLF6 LAMP3 LCK LCP2 LDLR LIF LPAR1 LTA LY6E LYN MARCO MEFV MEP1A MET MMP14 MSR1 MXD1 MYC NAMPT NDP NFKB1 NFKBIA NLRP3 NMI NMUR1 NOD2 NPFFR2 OLR1 OPRK1 OSM OSMR P2RX4 P2RX7 P2RY2 PCDH7 PDE4B PDPN PIK3R5 PLAUR PROK2 PSEN1 PTAFR PTGER2 PTGER4 PTGIR PTPRE PVR RAF1 RASGRP1 RELA RGS1 RGS16 RHOG RIPK2 RNF144B ROS1 RTP4 SCARF1 SCN1B SELE SELENOS SELL SEMA4D SERPINE1 SGMS2 SLAMF1 SLC11A2 SLC1A2 SLC28A2 SLC31A1 SLC31A2 SLC4A4 SLC7A1 SLC7A2 SPHK1 SRI STAB1 TACR1 TACR3 TAPBP TIMP1 TLR1 TLR2 TLR3 TNFAIP6 TNFRSF1B TNFRSF9 TNFSF10 TNFSF15 TNFSF9 TPBG VIP HALLMARK_INTERFERON_ALPHA_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HALLMARK_INTERFERON_ALPHA_RESPONSE ADAR B2M BATF2 BST2 C1S CASP1 CASP8 CCRL2 CD47 CD74 CMPK2 CMTR1 CNP CSF1 CXCL10 CXCL11 DDX60 DHX58 EIF2AK2 ELF1 EPSTI1 GBP2 GBP4 GMPR HELZ2 HERC6 HLA-C IFI27 IFI30 IFI35 IFI44 IFI44L IFIH1 IFIT2 IFIT3 IFITM1 IFITM2 IFITM3 IL15 IL4R IL7 IRF1 IRF2 IRF7 IRF9 ISG15 ISG20 LAMP3 LAP3 LGALS3BP LPAR6 LY6E MOV10 MVB12A MX1 NCOA7 NMI NUB1 OAS1 OASL OGFR PARP12 PARP14 PARP9 PLSCR1 PNPT1 PROCR PSMA3 PSMB8 PSMB9 PSME1 PSME2 RIPK2 RNF31 RSAD2 RTP4 SAMD9 SAMD9L SELL SLC25A28 SP110 STAT2 TAP1 TDRD7 TENT5A TMEM140 TRAFD1 TRIM14 TRIM21 TRIM25 TRIM26 TRIM5 TXNIP UBA7 UBE2L6 USP18 WARS1 HALLMARK_INTERFERON_GAMMA_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HALLMARK_INTERFERON_GAMMA_RESPONSE ADAR APOL6 ARID5B ARL4A AUTS2 B2M BANK1 BATF2 BPGM BST2 BTG1 C1R C1S CASP1 CASP3 CASP4 CASP7 CASP8 CCL2 CCL5 CCL7 CD274 CD38 CD40 CD69 CD74 CD86 CDKN1A CFB CFH CIITA CMKLR1 CMPK2 CMTR1 CSF2RB CXCL10 CXCL11 CXCL9 DDX60 DHX58 EIF2AK2 EIF4E3 EPSTI1 FAS FCGR1A FGL2 FPR1 GBP4 GBP6 GCH1 GPR18 GZMA HELZ2 HERC6 HIF1A HLA-A HLA-B HLA-DMA HLA-DQA1 HLA-DRB1 HLA-G ICAM1 IDO1 IFI27 IFI30 IFI35 IFI44 IFI44L IFIH1 IFIT1 IFIT2 IFIT3 IFITM2 IFITM3 IFNAR2 IL10RA IL15 IL15RA IL18BP IL2RB IL4R IL6 IL7 IRF1 IRF2 IRF4 IRF5 IRF7 IRF8 IRF9 ISG15 ISG20 ISOC1 ITGB7 JAK2 KLRK1 LAP3 LATS2 LCP2 LGALS3BP LY6E LYSMD2 MARCHF1 METTL7B MT2A MTHFD2 MVP MX1 MX2 MYD88 NAMPT NCOA3 NFKB1 NFKBIA NLRC5 NMI NOD1 NUP93 OAS2 OAS3 OASL OGFR P2RY14 PARP12 PARP14 PDE4B PELI1 PFKP PIM1 PLA2G4A PLSCR1 PML PNP PNPT1 PSMA2 PSMA3 PSMB10 PSMB2 PSMB8 PSMB9 PSME1 PSME2 PTGS2 PTPN1 PTPN2 PTPN6 RAPGEF6 RBCK1 RIGI RIPK1 RIPK2 RNF213 RNF31 RSAD2 RTP4 SAMD9L SAMHD1 SECTM1 SELP SERPING1 SLAMF7 SLC25A28 SOCS1 SOCS3 SOD2 SP110 SPPL2A SRI SSPN ST3GAL5 ST8SIA4 STAT1 STAT2 STAT3 STAT4 TAP1 TAPBP TDRD7 TNFAIP2 TNFAIP3 TNFAIP6 TNFSF10 TOR1B TRAFD1 TRIM14 TRIM21 TRIM25 TRIM26 TXNIP UBE2L6 UPP1 USP18 VAMP5 VAMP8 VCAM1 WARS1 XAF1 XCL1 ZBP1 ZNFX1 HALLMARK_KRAS_SIGNALING_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HALLMARK_KRAS_SIGNALING_DN ABCB11 ABCG4 ACTC1 ADRA2C AKR1B10 ALOX12B AMBN ARHGDIG ARPP21 ASB7 ATP4A ATP6V1B1 BARD1 BMPR1B BRDT BTG2 C5 CACNA1F CACNG1 CALCB CALML5 CAMK1D CAPN9 CCDC106 CCNA1 CCR8 CD207 CD40LG CD80 CDH16 CDKAL1 CELSR2 CHRNG CHST2 CKM CLDN16 CLDN8 CLPS CLSTN3 CNTFR COL2A1 COPZ2 COQ8A CPA2 CPB1 CPEB3 CYP11B2 CYP39A1 DCC DLK2 DTNB EDAR EDN1 EDN2 EFHD1 EGF ENTPD7 EPHA5 FGF16 FGF22 FGFR3 FGGY FSHB GAMT GDNF GP1BA GP2 GPR19 GPR3 GPRC5C GRID2 GTF3C5 HNF1A HSD11B2 HTR1B HTR1D IDUA IFI44L IFNG IGFBP2 IL12B IL5 INSL5 IRS4 ITGB1BP2 ITIH3 KCND1 KCNE2 KCNMB1 KCNN1 KCNQ2 KLHDC8A KLK7 KLK8 KMT2D KRT1 KRT13 KRT15 KRT4 KRT5 LFNG LGALS7 LYPD3 MACROH2A2 MAGIX MAST3 MEFV MFSD6 MSH5 MTHFR MX1 MYH7 MYO15A MYOT NGB NOS1 NPHS1 NPY4R NR4A2 NR6A1 NRIP2 NTF3 NUDT11 OXT P2RX6 P2RY4 PAX3 PAX4 PCDHB1 PDCD1 PDE6B PDK2 PKP1 PLAG1 PNMT PRKN PRODH PROP1 PTGFR PTPRJ RGS11 RIBC2 RSAD2 RYR1 RYR2 SCGB1A1 SCN10A SELENOP SERPINA10 SERPINB2 SGK1 SHOX2 SIDT1 SKIL SLC12A3 SLC16A7 SLC25A23 SLC29A3 SLC30A3 SLC38A3 SLC5A5 SLC6A14 SLC6A3 SMPX SNCB SNN SOX10 SPHK2 SPRR3 SPTBN2 SSTR4 STAG3 SYNPO TAS2R4 TCF7L1 TCL1A TENM2 TENT5C TEX15 TFAP2B TFCP2L1 TFF2 TG TGFB2 TGM1 THNSL2 THRB TLX1 TNNI3 TSHB UGT2B17 UPK3B VPREB1 VPS50 WNT16 YBX2 YPEL1 ZBTB16 ZC2HC1C ZNF112 HALLMARK_KRAS_SIGNALING_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HALLMARK_KRAS_SIGNALING_UP ABCB1 ACE ADAM17 ADAM8 ADAMDEC1 ADGRA2 ADGRL4 AKAP12 AKT2 ALDH1A2 ALDH1A3 AMMECR1 ANGPTL4 ANKH ANO1 ANXA10 APOD ARG1 ATG10 AVL9 BIRC3 BMP2 BPGM BTBD3 BTC C3AR1 CA2 CAB39L CBL CBR4 CBX8 CCL20 CCND2 CCSER2 CD37 CDADC1 CFB CFH CFHR2 CIDEA CLEC4A CMKLR1 CPE CROT CSF2 CSF2RA CTSS CXCL10 CXCR4 DCBLD2 DNMBP DOCK2 DUSP6 EMP1 ENG EPB41L3 EPHB2 EREG ERO1A ETS1 ETV1 ETV4 ETV5 EVI5 F13A1 F2RL1 FBXO4 FCER1G FGF9 FLT4 FUCA1 G0S2 GABRA3 GADD45G GALNT3 GFPT2 GLRX GNG11 GPNMB GPRC5B GUCY1A1 GYPC H2BC3 HBEGF HDAC9 HKDC1 HOXD11 HSD11B1 ID2 IGF2 IGFBP3 IKZF1 IL10RA IL1B IL1RL2 IL2RG IL33 IL7R INHBA IRF8 ITGA2 ITGB2 ITGBL1 JUP KCNN4 KIF5C KLF4 LAPTM5 LAT2 LCP1 LIF LY96 MAFB MALL MAP3K1 MAP4K1 MAP7 MMD MMP10 MMP11 MMP9 MPZL2 MTMR10 MYCN NAP1L2 NGF NIN NR0B2 NR1H4 NRP1 PCP4 PCSK1N PDCD1LG2 PECAM1 PEG3 PIGR PLAT PLAU PLAUR PLEK2 PLVAP PPBP PPP1R15A PRDM1 PRELID3B PRKG2 PRRX1 PSMB8 PTBP2 PTCD2 PTGS2 PTPRR RABGAP1L RBM4 RBP4 RELN RETN RGS16 SATB1 SCG3 SCG5 SCN1B SDCCAG8 SEMA3B SERPINA3 SLPI SNAP25 SNAP91 SOX9 SPARCL1 SPON1 SPP1 SPRY2 ST6GAL1 STRN TFPI TLR8 TMEM100 TMEM158 TMEM176A TMEM176B TNFAIP3 TNFRSF1B TNNT2 TOR1AIP2 TPH1 TRAF1 TRIB1 TRIB2 TSPAN1 TSPAN13 TSPAN7 USH1C USP12 VWA5A WDR33 WNT7A YRDC ZNF277 ZNF639 HALLMARK_MITOTIC_SPINDLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HALLMARK_MITOTIC_SPINDLE ABI1 ABL1 ABR ACTN4 AKAP13 ALMS1 ALS2 ANLN APC ARAP3 ARF6 ARFGEF1 ARFIP2 ARHGAP10 ARHGAP27 ARHGAP29 ARHGAP4 ARHGAP5 ARHGDIA ARHGEF11 ARHGEF12 ARHGEF2 ARHGEF3 ARHGEF7 ARL8A ATG4B AURKA BCAR1 BCL2L11 BCR BIN1 BIRC5 BRCA2 BUB1 CAPZB CCDC88A CCNB2 CD2AP CDC27 CDC42 CDC42BPA CDC42EP1 CDC42EP2 CDC42EP4 CDK1 CDK5RAP2 CENPE CENPF CENPJ CEP131 CEP192 CEP250 CEP57 CEP72 CKAP5 CLASP1 CLIP1 CLIP2 CNTRL CNTROB CSNK1D CTTN CYTH2 DLG1 DLGAP5 DOCK2 DOCK4 DST DYNC1H1 DYNLL2 ECT2 EPB41 EPB41L2 ESPL1 EZR FARP1 FBXO5 FGD4 FGD6 FLNA FLNB FSCN1 GEMIN4 GSN HDAC6 HOOK3 INCENP ITSN1 KATNA1 KATNB1 KIF11 KIF15 KIF1B KIF20B KIF22 KIF23 KIF2C KIF3B KIF3C KIF4A KIF5B KIFAP3 KLC1 KNTC1 KPTN LATS1 LLGL1 LMNB1 LRPPRC MAP1S MAP3K11 MAPRE1 MARCKS MARK4 MID1 MID1IP1 MYH10 MYH9 MYO1E MYO9B NCK1 NCK2 NDC80 NEDD9 NEK2 NET1 NF1 NIN NOTCH2 NUMA1 NUSAP1 OPHN1 PAFAH1B1 PALLD PCGF5 PCM1 PCNT PDLIM5 PIF1 PKD2 PLEKHG2 PLK1 PPP4R2 PRC1 PREX1 PXN RAB3GAP1 RABGAP1 RACGAP1 RALBP1 RANBP9 RAPGEF5 RAPGEF6 RASA1 RASA2 RASAL2 RFC1 RHOF RHOT2 RICTOR ROCK1 SAC3D1 SASS6 SEPTIN9 SHROOM1 SHROOM2 SMC1A SMC3 SMC4 SORBS2 SOS1 SPTAN1 SPTBN1 SSH2 STAU1 STK38L SUN2 SYNPO TAOK2 TBCD TIAM1 TLK1 TOP2A TPX2 TRIO TSC1 TTK TUBA4A TUBD1 TUBGCP2 TUBGCP3 TUBGCP5 TUBGCP6 UXT VCL WASF1 WASF2 WASL YWHAE HALLMARK_MTORC1_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HALLMARK_MTORC1_SIGNALING ABCF2 ACACA ACLY ACSL3 ACTR2 ACTR3 ADD3 ADIPOR2 AK4 ALDOA ARPC5L ASNS ATP2A2 ATP5MC1 ATP6V1D AURKA BCAT1 BHLHE40 BTG2 BUB1 CACYBP CALR CANX CCNF CCNG1 CCT6A CD9 CDC25A CDKN1A CFP COPS5 CORO1A CTH CTSC CXCR4 CYB5B CYP51A1 DAPP1 DDIT3 DDIT4 DDX39A DHCR24 DHCR7 DHFR EBP EDEM1 EEF1E1 EGLN3 EIF2S2 ELOVL5 ELOVL6 ENO1 EPRS1 ERO1A ETF1 FADS1 FADS2 FDXR FGL2 FKBP2 G6PD GAPDH GBE1 GCLC GGA2 GLA GLRX GMPS GOT1 GPI GSK3B GSR GTF2H1 HK2 HMBS HMGCR HMGCS1 HPRT1 HSP90B1 HSPA4 HSPA5 HSPA9 HSPD1 HSPE1 IDH1 IDI1 IFI30 IFRD1 IGFBP5 IMMT INSIG1 ITGB2 LDHA LDLR LGMN LTA4H M6PR MAP2K3 MCM2 MCM4 ME1 MLLT11 MTHFD2 MTHFD2L NAMPT NFIL3 NFKBIB NFYC NHERF1 NIBAN1 NMT1 NUFIP1 NUP205 NUPR1 P4HA1 PDAP1 PDK1 PFKL PGK1 PGM1 PHGDH PIK3R3 PITPNB PLK1 PLOD2 PNO1 PNP POLR3G PPA1 PPIA PPP1R15A PRDX1 PSAT1 PSMA3 PSMA4 PSMB5 PSMC2 PSMC4 PSMC6 PSMD12 PSMD13 PSMD14 PSME3 PSMG1 PSPH QDPR RAB1A RDH11 RIT1 RPA1 RPN1 RRM2 RRP9 SC5D SCD SDF2L1 SEC11A SERP1 SERPINH1 SHMT2 SKAP2 SLA SLC1A4 SLC1A5 SLC2A1 SLC2A3 SLC37A4 SLC6A6 SLC7A11 SLC7A5 SORD SQLE SQSTM1 SRD5A1 SSR1 STARD4 STC1 STIP1 SYTL2 TBK1 TCEA1 TES TFRC TM7SF2 TMEM97 TOMM40 TPI1 TRIB3 TUBA4A TUBG1 TXNRD1 UBE2D3 UCHL5 UFM1 UNG USO1 VLDLR WARS1 XBP1 YKT6 HALLMARK_MYC_TARGETS_V1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HALLMARK_MYC_TARGETS_V1 ABCE1 ACP1 AIMP2 AP3S1 APEX1 BUB3 C1QBP CAD CANX CBX3 CCNA2 CCT2 CCT3 CCT4 CCT5 CCT7 CDC20 CDC45 CDK2 CDK4 CLNS1A CNBP COPS5 COX5A CSTF2 CTPS1 CUL1 CYC1 DDX18 DDX21 DEK DHX15 DUT EEF1B2 EIF1AX EIF2S1 EIF2S2 EIF3B EIF3D EIF3J EIF4A1 EIF4E EIF4G2 EIF4H EPRS1 ERH ETF1 EXOSC7 FAM120A FBL G3BP1 GLO1 GNL3 GOT2 GSPT1 H2AZ1 HDAC2 HDDC2 HDGF HNRNPA1 HNRNPA2B1 HNRNPA3 HNRNPC HNRNPD HNRNPR HNRNPU HPRT1 HSP90AB1 HSPD1 HSPE1 IARS1 IFRD1 ILF2 IMPDH2 KARS1 KPNA2 KPNB1 LDHA LSM2 LSM7 MAD2L1 MCM2 MCM4 MCM5 MCM6 MCM7 MRPL23 MRPL9 MRPS18B MYC NAP1L1 NCBP1 NCBP2 NDUFAB1 NHP2 NME1 NOLC1 NOP16 NOP56 NPM1 ODC1 ORC2 PA2G4 PABPC1 PABPC4 PCBP1 PCNA PGK1 PHB1 PHB2 POLD2 POLE3 PPIA PPM1G PRDX3 PRDX4 PRPF31 PRPS2 PSMA1 PSMA2 PSMA4 PSMA6 PSMA7 PSMB2 PSMB3 PSMC4 PSMC6 PSMD1 PSMD14 PSMD3 PSMD7 PSMD8 PTGES3 PWP1 RACK1 RAD23B RAN RANBP1 RFC4 RNPS1 RPL14 RPL18 RPL22 RPL34 RPL6 RPLP0 RPS10 RPS2 RPS3 RPS5 RPS6 RRM1 RRP9 RSL1D1 RUVBL2 SERBP1 SET SF3A1 SF3B3 SLC25A3 SMARCC1 SNRPA SNRPA1 SNRPB2 SNRPD1 SNRPD2 SNRPD3 SNRPG SRM SRPK1 SRSF1 SRSF2 SRSF3 SRSF7 SSB SSBP1 STARD7 SYNCRIP TARDBP TCP1 TFDP1 TOMM70 TRA2B TRIM28 TUFM TXNL4A TYMS U2AF1 UBA2 UBE2E1 UBE2L3 USP1 VBP1 VDAC1 VDAC3 XPO1 XPOT XRCC6 YWHAE YWHAQ HALLMARK_MYC_TARGETS_V2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HALLMARK_MYC_TARGETS_V2 AIMP2 BYSL CBX3 CDK4 DCTPP1 DDX18 DUSP2 EXOSC5 FARSA GNL3 GRWD1 HK2 HSPD1 HSPE1 IMP4 IPO4 LAS1L MAP3K6 MCM4 MCM5 MPHOSPH10 MRTO4 MYBBP1A MYC NDUFAF4 NIP7 NOC4L NOLC1 NOP16 NOP2 NOP56 NPM1 PA2G4 PES1 PHB1 PLK1 PLK4 PPAN PPRC1 PRMT3 PUS1 RABEPK RCL1 RRP12 RRP9 SLC19A1 SLC29A2 SORD SRM SUPV3L1 TBRG4 TCOF1 TFB2M TMEM97 UNG UTP20 WDR43 WDR74 HALLMARK_MYOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HALLMARK_MYOGENESIS ABLIM1 ACHE ACSL1 ACTA1 ACTC1 ACTN2 ACTN3 ADAM12 ADCY9 AEBP1 AGL AGRN AK1 AKT2 ANKRD2 APLNR APOD APP ATP2A1 ATP6AP1 BAG1 BDKRB2 BHLHE40 BIN1 CACNA1H CACNG1 CAMK2B CASQ1 CASQ2 CAV3 CD36 CDH13 CDKN1A CFD CHRNA1 CHRNB1 CHRNG CKB CKM CKMT2 CLU CNN3 COL15A1 COL1A1 COL3A1 COL4A2 COL6A2 COL6A3 COX6A2 COX7A1 CRAT CRYAB CSRP3 CTF1 DAPK2 DENND2B DES DMD DMPK DTNA EFS EIF4A2 ENO3 EPHB3 ERBB3 FABP3 FDPS FGF2 FHL1 FKBP1B FLII FOXO4 FST FXYD1 GAA GABARAPL2 GADD45B GJA5 GNAO1 GPX3 GSN HBEGF HDAC5 HRC HSPB2 HSPB8 IFRD1 IGF1 IGFBP3 IGFBP7 ITGA7 ITGB1 ITGB4 ITGB5 KCNH1 KCNH2 KIFC3 KLF5 LAMA2 LARGE1 LDB3 LPIN1 LSP1 MAPK12 MAPRE3 MB MEF2A MEF2C MEF2D MRAS MYBPC3 MYBPH MYF6 MYH1 MYH11 MYH2 MYH3 MYH4 MYH7 MYH8 MYH9 MYL1 MYL11 MYL2 MYL3 MYL4 MYL6B MYL7 MYLK MYO1C MYOG MYOM1 MYOM2 MYOZ1 NAV2 NCAM1 NOS1 NOTCH1 NQO1 OCEL1 PC PDE4DIP PDLIM7 PFKM PGAM2 PICK1 PKIA PLXNB2 PPFIA4 PPP1R3C PRNP PSEN2 PTGIS PTP4A3 PVALB PYGM RB1 REEP1 RIT1 RYR1 SCD SCHIP1 SGCA SGCD SGCG SH2B1 SH3BGR SIRT2 SLC6A8 SLN SMTN SOD3 SORBS1 SORBS3 SPARC SPDEF SPEG SPHK1 SPTAN1 SSPN STC2 SVIL SYNGR2 TAGLN TCAP TEAD4 TGFB1 TNNC1 TNNC2 TNNI1 TNNI2 TNNT1 TNNT2 TNNT3 TPD52L1 TPM2 TPM3 TSC2 VIPR1 WWTR1 HALLMARK_NOTCH_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HALLMARK_NOTCH_SIGNALING APH1A ARRB1 CCND1 CUL1 DLL1 DTX1 DTX2 DTX4 FBXW11 FZD1 FZD5 FZD7 HES1 HEYL JAG1 KAT2A LFNG MAML2 NOTCH1 NOTCH2 NOTCH3 PPARD PRKCA PSEN2 PSENEN RBX1 SAP30 SKP1 ST3GAL6 TCF7L2 WNT2 WNT5A HALLMARK_OXIDATIVE_PHOSPHORYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HALLMARK_OXIDATIVE_PHOSPHORYLATION ABCB7 ACAA1 ACAA2 ACADM ACADSB ACADVL ACAT1 ACO2 AFG3L2 AIFM1 ALAS1 ALDH6A1 ATP1B1 ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5PB ATP5PD ATP5PF ATP5PO ATP6AP1 ATP6V0B ATP6V0C ATP6V0E1 ATP6V1C1 ATP6V1D ATP6V1E1 ATP6V1F ATP6V1G1 ATP6V1H BAX BCKDHA BDH2 CASP7 COX10 COX11 COX15 COX17 COX4I1 COX5A COX5B COX6A1 COX6B1 COX6C COX7A2 COX7A2L COX7B COX7C COX8A CPT1A CS CYB5A CYB5R3 CYC1 CYCS DECR1 DLAT DLD DLST ECH1 ECHS1 ECI1 ETFA ETFB ETFDH FDX1 FH FXN GLUD1 GOT2 GPI GPX4 GRPEL1 HADHA HADHB HCCS HSD17B10 HSPA9 HTRA2 IDH1 IDH2 IDH3A IDH3B IDH3G IMMT ISCA1 ISCU LDHA LDHB LRPPRC MAOB MDH1 MDH2 MFN2 MGST3 MPC1 MRPL11 MRPL15 MRPL34 MRPL35 MRPS11 MRPS12 MRPS15 MRPS22 MRPS30 MTRF1 MTRR MTX2 NDUFA1 NDUFA2 NDUFA3 NDUFA4 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFB1 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NNT NQO2 OAT OGDH OPA1 OXA1L PDHA1 PDHB PDHX PDK4 PDP1 PHB2 PHYH PMPCA POLR2F POR PRDX3 RETSAT RHOT1 RHOT2 SDHA SDHB SDHC SDHD SLC25A11 SLC25A12 SLC25A20 SLC25A3 SLC25A4 SLC25A5 SLC25A6 SUCLA2 SUCLG1 SUPV3L1 SURF1 TCIRG1 TIMM10 TIMM13 TIMM17A TIMM50 TIMM8B TIMM9 TOMM22 TOMM70 UQCR10 UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRH UQCRQ VDAC1 VDAC2 VDAC3 HALLMARK_P53_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HALLMARK_P53_PATHWAY ABAT ABCC5 ABHD4 ACVR1B ADA AEN AK1 ALOX15B ANKRA2 APAF1 APP ATF3 BAIAP2 BAK1 BAX BLCAP BMP2 BTG1 BTG2 CASP1 CCND2 CCND3 CCNG1 CCNK CCP110 CD81 CD82 CDH13 CDK5R1 CDKN1A CDKN2A CDKN2AIP CDKN2B CEBPA CGRRF1 CLCA2 COQ8A CSRNP2 CTSD CTSF CYFIP2 DCXR DDB2 DDIT3 DDIT4 DEF6 DGKA DNTTIP2 DRAM1 EI24 ELP1 EPHA2 EPHX1 EPS8L2 ERCC5 F2R FAM162A FAS FBXW7 FDXR FGF13 FOS FOXO3 FUCA1 GADD45A GLS2 GM2A GPX2 H1-2 H2AC25 H2AJ HBEGF HDAC3 HEXIM1 HINT1 HMOX1 HRAS HSPA4L IER3 IER5 IFI30 IL1A INHBB IP6K2 IRAG2 IRAK1 ISCU ITGB4 JAG2 JUN KIF13B KLF4 KLK8 KRT17 LDHB LIF MAPKAPK3 MDM2 MKNK2 MXD1 MXD4 NDRG1 NHLH2 NINJ1 NOL8 NOTCH1 NUDT15 NUPR1 OSGIN1 PCNA PDGFA PERP PHLDA3 PIDD1 PITPNC1 PLK2 PLK3 PLXNB2 PMM1 POLH POM121 PPM1D PPP1R15A PRKAB1 PRMT2 PROCR PTPN14 PTPRE PVT1 RAB40C RACK1 RAD51C RAD9A RALGDS RAP2B RB1 RCHY1 RETSAT RGS16 RHBDF2 RNF19B RPL18 RPL36 RPS12 RPS27L RRAD RRP8 RXRA S100A10 S100A4 SAT1 SDC1 SEC61A1 SERPINB5 SERTAD3 SESN1 SFN SLC19A2 SLC35D1 SLC3A2 SLC7A11 SOCS1 SP1 SPHK1 ST14 STEAP3 STOM TAP1 TAX1BP3 TCHH TCN2 TGFA TGFB1 TM4SF1 TM7SF3 TNFSF9 TNNI1 TOB1 TP53 TP63 TPD52L1 TPRKB TRAF4 TRAFD1 TRIAP1 TRIB3 TSC22D1 TSPYL2 TXNIP UPP1 VAMP8 VDR VWA5A WRAP73 WWP1 XPC ZBTB16 ZFP36L1 ZMAT3 ZNF365 HALLMARK_PANCREAS_BETA_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HALLMARK_PANCREAS_BETA_CELLS ABCC8 AKT3 CHGA DCX DPP4 ELP4 FOXA2 FOXO1 G6PC2 GCG GCK HNF1A IAPP INS INSM1 ISL1 LMO2 MAFB NEUROD1 NEUROG3 NKX2-2 NKX6-1 PAK3 PAX4 PAX6 PCSK1 PCSK2 PDX1 PKLR SCGN SEC11A SLC2A2 SPCS1 SRP14 SRP9 SRPRB SST STXBP1 SYT13 VDR HALLMARK_PEROXISOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HALLMARK_PEROXISOME ABCB1 ABCB4 ABCB9 ABCC5 ABCC8 ABCD1 ABCD2 ABCD3 ACAA1 ACOT8 ACOX1 ACSL1 ACSL4 ACSL5 ALB ALDH1A1 ALDH9A1 ATXN1 BCL10 CACNA1B CADM1 CAT CDK7 CEL CLN6 CLN8 CNBP CRABP1 CRABP2 CRAT CTBP1 CTPS1 DHCR24 DHRS3 DIO1 DLG4 ECH1 ECI2 EHHADH ELOVL5 EPHX2 ERCC1 ERCC3 ESR2 FABP6 FADS1 FDPS FIS1 GNPAT GSTK1 HAO2 HMGCL HRAS HSD11B2 HSD17B11 HSD17B4 HSD3B7 IDE IDH1 IDH2 IDI1 ISOC1 ITGB1BP1 LONP2 MLYCD MSH2 MVP NR1I2 NUDT19 PABPC1 PEX11A PEX11B PEX13 PEX14 PEX2 PEX5 PEX6 PRDX1 PRDX5 RDH11 RETSAT RXRG SCGB1A1 SCP2 SEMA3C SERPINA6 SIAH1 SLC23A2 SLC25A17 SLC25A19 SLC25A4 SLC27A2 SLC35B2 SMARCC1 SOD1 SOD2 STS SULT2B1 TOP2A TSPO TTR UGT2B17 VPS4B YWHAH HALLMARK_PI3K_AKT_MTOR_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HALLMARK_PI3K_AKT_MTOR_SIGNALING ACACA ACTR2 ACTR3 ADCY2 AKT1 AKT1S1 AP2M1 ARF1 ARHGDIA ARPC3 ATF1 CAB39 CAB39L CALR CAMK4 CDK1 CDK2 CDK4 CDKN1A CDKN1B CFL1 CLTC CSNK2B CXCR4 DAPP1 DDIT3 DUSP3 E2F1 ECSIT EGFR EIF4E FASLG FGF17 FGF22 FGF6 GNA14 GNGT1 GRB2 GRK2 GSK3B HRAS HSP90B1 IL2RG IL4 IRAK4 ITPR2 LCK MAP2K3 MAP2K6 MAP3K7 MAPK1 MAPK10 MAPK8 MAPK9 MAPKAP1 MKNK1 MKNK2 MYD88 NCK1 NFKBIB NGF NOD1 PAK4 PDK1 PFN1 PIK3R3 PIKFYVE PIN1 PITX2 PLA2G12A PLCB1 PLCG1 PPP1CA PPP2R1B PRKAA2 PRKAG1 PRKAR2A PRKCB PTEN PTPN11 RAC1 RAF1 RALB RIPK1 RIT1 RPS6KA1 RPS6KA3 RPTOR SFN SLA SLC2A1 SMAD2 SQSTM1 STAT2 TBK1 THEM4 TIAM1 TNFRSF1A TRAF2 TRIB3 TSC2 UBE2D3 UBE2N VAV3 YWHAB HALLMARK_PROTEIN_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HALLMARK_PROTEIN_SECRETION ABCA1 ADAM10 ANP32E AP1G1 AP2B1 AP2M1 AP2S1 AP3B1 AP3S1 ARCN1 ARF1 ARFGAP3 ARFGEF1 ARFGEF2 ARFIP1 ATP1A1 ATP6V1B1 ATP6V1H ATP7A BET1 BNIP3 CAV2 CD63 CLCN3 CLN5 CLTA CLTC COG2 COPB1 COPB2 COPE CTSC DNM1L DOP1A DST EGFR ERGIC3 GALC GBF1 GLA GNAS GOLGA4 GOSR2 ICA1 IGF2R KIF1B KRT18 LAMP2 LMAN1 M6PR MAPK1 MON2 NAPA NAPG OCRL PAM PPT1 RAB14 RAB22A RAB2A RAB5A RAB9A RER1 RPS6KA3 SCAMP1 SCAMP3 SCRN1 SEC22B SEC24D SEC31A SGMS1 SH3GL2 SNAP23 SNX2 SOD1 SSPN STAM STX12 STX16 STX7 TMED10 TMED2 TMX1 TOM1L1 TPD52 TSG101 TSPAN8 USO1 VAMP3 VAMP4 VAMP7 VPS45 VPS4B YIPF6 YKT6 ZW10 HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY ABCC1 ATOX1 CAT CDKN2D EGLN2 ERCC2 FES FTL G6PD GCLC GCLM GLRX GLRX2 GPX3 GPX4 GSR HHEX HMOX2 IPCEF1 JUNB LAMTOR5 LSP1 MBP MGST1 MPO MSRA NDUFA6 NDUFB4 NDUFS2 NQO1 OXSR1 PDLIM1 PFKP PRDX1 PRDX2 PRDX4 PRDX6 PRNP PTPA SBNO2 SCAF4 SELENOS SOD1 SOD2 SRXN1 STK25 TXN TXNRD1 TXNRD2 HALLMARK_SPERMATOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HALLMARK_SPERMATOGENESIS ACE ACRBP ACRV1 ACTL7B ADAD1 ADAM2 ADCYAP1 AGFG1 AKAP4 ALOX15 ARL4A ART3 AURKA BRAF BUB1 CAMK4 CCNA1 CCNB2 CCT6B CDK1 CDKN3 CFTR CHFR CHRM4 CLGN CLPB CLVS1 CNIH2 COIL CRISP2 CSNK2A2 CST8 DBF4 DCC DDX25 DDX4 DMC1 DMRT1 DNAJB8 DPEP3 ELOVL3 EZH2 GAD1 GAPDHS GFI1 GMCL1 GPR182 GRM8 GSG1 GSTM3 H1-6 HBZ HOXB1 HSPA1L HSPA2 HSPA4L HTR5A IDE IFT88 IL12RB2 IL13RA2 IP6K1 JAM3 KIF2C LDHC LPIN1 MAP7 MAST2 MEP1B MLF1 MLLT10 MTNR1A MTOR NAA11 NCAPH NEFH NEK2 NF2 NOS1 NPHP1 NPY5R OAZ3 ODF1 PACRG PAPOLB PARP2 PCSK1N PCSK4 PDHA2 PEBP1 PGK2 PGS1 PHF7 PHKG2 PIAS2 POMC PRKAR2A PRM2 PSMG1 RAD17 RFC4 RPL39L SCG3 SCG5 SEPTIN4 SHE SIRT1 SLC12A2 SLC2A5 SNAP91 SPATA6 STAM2 STRBP SYCP1 TALDO1 TCP11 TEKT2 THEG TKTL1 TLE4 TNNI3 TNP1 TNP2 TOPBP1 TSN TSSK2 TTK TUBA3C TULP2 VDAC3 YBX2 ZC2HC1C ZC3H14 ZNRF4 ZPBP HALLMARK_TGF_BETA_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HALLMARK_TGF_BETA_SIGNALING ACVR1 APC ARID4B BCAR3 BMP2 BMPR1A BMPR2 CDH1 CDK9 CDKN1C CTNNB1 ENG FKBP1A FNTA FURIN HDAC1 HIPK2 ID1 ID2 ID3 IFNGR2 JUNB KLF10 LEFTY2 LTBP2 MAP3K7 NCOR2 NOG PMEPA1 PPM1A PPP1CA PPP1R15A RAB31 RHOA SERPINE1 SKI SKIL SLC20A1 SMAD1 SMAD3 SMAD6 SMAD7 SMURF1 SMURF2 SPTBN1 TGFB1 TGFBR1 TGIF1 THBS1 TJP1 TRIM33 UBE2D3 WWTR1 XIAP HALLMARK_TNFA_SIGNALING_VIA_NFKB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HALLMARK_TNFA_SIGNALING_VIA_NFKB ABCA1 ACKR3 AREG ATF3 ATP2B1 B4GALT1 B4GALT5 BCL2A1 BCL3 BCL6 BHLHE40 BIRC2 BIRC3 BMP2 BTG1 BTG2 BTG3 CCL2 CCL20 CCL4 CCL5 CCN1 CCND1 CCNL1 CCRL2 CD44 CD69 CD80 CD83 CDKN1A CEBPB CEBPD CFLAR CLCF1 CSF1 CSF2 CXCL1 CXCL10 CXCL11 CXCL2 CXCL3 CXCL6 DENND5A DNAJB4 DRAM1 DUSP1 DUSP2 DUSP4 DUSP5 EDN1 EFNA1 EGR1 EGR2 EGR3 EHD1 EIF1 ETS2 F2RL1 F3 FJX1 FOS FOSB FOSL1 FOSL2 FUT4 G0S2 GADD45A GADD45B GCH1 GEM GFPT2 GPR183 HBEGF HES1 ICAM1 ICOSLG ID2 IER2 IER3 IER5 IFIH1 IFIT2 IFNGR2 IL12B IL15RA IL18 IL1A IL1B IL23A IL6 IL6ST IL7R INHBA IRF1 IRS2 JAG1 JUN JUNB KDM6B KLF10 KLF2 KLF4 KLF6 KLF9 KYNU LAMB3 LDLR LIF LITAF MAFF MAP2K3 MAP3K8 MARCKS MCL1 MSC MXD1 MYC NAMPT NFAT5 NFE2L2 NFIL3 NFKB1 NFKB2 NFKBIA NFKBIE NINJ1 NR4A1 NR4A2 NR4A3 OLR1 PANX1 PDE4B PDLIM5 PER1 PFKFB3 PHLDA1 PHLDA2 PLAU PLAUR PLEK PLK2 PLPP3 PMEPA1 PNRC1 PPP1R15A PTGER4 PTGS2 PTPRE PTX3 RCAN1 REL RELA RELB RHOB RIGI RIPK2 RNF19B SAT1 SDC4 SERPINB2 SERPINB8 SERPINE1 SGK1 SIK1 SLC16A6 SLC2A3 SLC2A6 SMAD3 SNN SOCS3 SOD2 SPHK1 SPSB1 SQSTM1 STAT5A TANK TAP1 TGIF1 TIPARP TLR2 TNC TNF TNFAIP2 TNFAIP3 TNFAIP6 TNFAIP8 TNFRSF9 TNFSF9 TNIP1 TNIP2 TRAF1 TRIB1 TRIP10 TSC22D1 TUBB2A VEGFA YRDC ZBTB10 ZC3H12A ZFP36 HALLMARK_UNFOLDED_PROTEIN_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HALLMARK_UNFOLDED_PROTEIN_RESPONSE ALDH18A1 ARFGAP1 ASNS ATF3 ATF4 ATF6 ATP6V0D1 BAG3 BANF1 CALR CCL2 CEBPB CEBPG CHAC1 CKS1B CNOT2 CNOT4 CNOT6 CXXC1 DCP1A DCP2 DCTN1 DDIT4 DDX10 DKC1 DNAJA4 DNAJB9 DNAJC3 EDC4 EDEM1 EEF2 EIF2AK3 EIF2S1 EIF4A1 EIF4A2 EIF4A3 EIF4E EIF4EBP1 EIF4G1 ERN1 ERO1A EXOC2 EXOSC1 EXOSC10 EXOSC2 EXOSC4 EXOSC5 EXOSC9 FKBP14 FUS GEMIN4 GOSR2 H2AX HERPUD1 HSP90B1 HSPA5 HSPA9 HYOU1 IARS1 IFIT1 IGFBP1 IMP3 KDELR3 KHSRP KIF5B LSM1 LSM4 MTHFD2 MTREX NABP1 NFYA NFYB NHP2 NOLC1 NOP14 NOP56 NPM1 PAIP1 PARN PDIA5 PDIA6 POP4 PREB PSAT1 RPS14 RRP9 SDAD1 SEC11A SEC31A SERP1 SHC1 SKIC3 SLC1A4 SLC30A5 SLC7A5 SPCS1 SPCS3 SRPRA SRPRB SSR1 STC2 TARS1 TATDN2 TSPYL2 TUBB2A VEGFA WFS1 WIPI1 XBP1 XPOT YIF1A YWHAZ ZBTB17 HALLMARK_UV_RESPONSE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HALLMARK_UV_RESPONSE_DN ABCC1 ACVR2A ADD3 ADGRL2 ADORA2B AGGF1 AKT3 AMPH ANXA2 ANXA4 APBB2 ARHGEF9 ATP2B1 ATP2B4 ATP2C1 ATRN ATRX ATXN1 BCKDHB BDNF BHLHE40 BMPR1A CACNA1A CAP2 CAV1 CCN1 CDC42BPA CDK13 CDKN1B CDON CELF2 CITED2 COL11A1 COL1A1 COL1A2 COL3A1 COL5A2 DAB2 DBP DDAH1 DLC1 DLG1 DMAC2L DUSP1 DYRK1A EFEMP1 ERBB2 F3 FBLN5 FHL2 FYN FZD2 GCNT1 GJA1 GRK5 HAS2 ICA1 ID1 IGF1R IGFBP5 INPP4B INSIG1 IRS1 ITGB3 KALRN KCNMA1 KIT LAMC1 LDLR LPAR1 LTBP1 MAGI2 MAP1B MAP2K5 MAPK14 MET MGLL MGMT MIOS MMP16 MRPS31 MT1E MTA1 MYC NEK7 NFIB NFKB1 NIPBL NOTCH2 NR1D2 NR3C1 NRP1 PDGFRB PDLIM5 PEX14 PHF3 PIAS3 PIK3CD PIK3R3 PLCB4 PLPP3 PMP22 PPARG PRDM2 PRKAR2B PRKCA PRKCE PTEN PTGFR PTPN21 PTPRM RASA2 RBPMS RGS4 RND3 RUNX1 RXRA SCAF8 SCHIP1 SCN8A SDC2 SERPINE1 SFMBT1 SIPA1L1 SLC22A18 SLC7A1 SMAD3 SMAD7 SNAI2 SPOP SRI SYNE1 SYNJ2 TENT4A TFPI TGFBR2 TGFBR3 TJP1 TOGARAM1 VAV2 VLDLR WDR37 YTHDC1 ZMIZ1 HALLMARK_UV_RESPONSE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HALLMARK_UV_RESPONSE_UP ABCB1 ACAA1 AGO2 ALAS1 ALDOA AMD1 AP2S1 APOM AQP3 ARRB2 ASNS ATF3 ATP6V1C1 ATP6V1F BAK1 BCL2L11 BID BMP2 BSG BTG1 BTG2 BTG3 C4BPB CA2 CASP3 CCK CCND3 CCNE1 CDC34 CDC5L CDK2 CDKN1C CDKN2B CDO1 CEBPG CHKA CHRNA5 CLCN2 CLTB CNP COL2A1 CREG1 CTSV CXCL2 CYB5B CYB5R1 CYP1A1 DDX21 DGAT1 DLG4 DNAJA1 DNAJB1 E2F5 EIF2S3 EIF5 ENO2 EPCAM EPHX1 FEN1 FGF18 FKBP4 FMO1 FOS FOSB FURIN GAL GCH1 GGH GLS GPX3 GRINA GRPEL1 H2AX HLA-F HMOX1 HNRNPU HSPA13 HSPA2 HTR7 HYAL2 ICAM1 IGFBP2 IL6 IL6ST IRF1 JUNB KCNH2 KLHDC3 LHX2 LYN MAOA MAPK8IP2 MARK2 MGAT1 MMP14 MRPL23 MSX1 NAT1 NFKBIA NKX2-5 NPTX2 NPTXR NR4A1 NTRK3 NUP58 NXF1 OLFM1 ONECUT1 PARP2 PDAP1 PDLIM3 PLCL1 POLE3 POLG2 POLR2H PPAT PPIF PPP1R2 PPT1 PRKACA PRKCD PRPF3 PSMC3 PTPRD RAB27A RASGRP1 RET RFC4 RHOB RPN1 RRAD RXRB SELENOW SHOX2 SIGMAR1 SLC25A4 SLC6A12 SLC6A8 SOD2 SPR SQSTM1 STARD3 STIP1 STK25 SULT1A1 TACR3 TAP1 TARS1 TCHH TFRC TGFBRAP1 TMBIM6 TST TUBA4A TYRO3 UROD WIZ YKT6 HALLMARK_WNT_BETA_CATENIN_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HALLMARK_WNT_BETA_CATENIN_SIGNALING ADAM17 AXIN1 AXIN2 CCND2 CSNK1E CTNNB1 CUL1 DKK1 DKK4 DLL1 DVL2 FRAT1 FZD1 FZD8 GNAI1 HDAC11 HDAC2 HDAC5 HEY1 HEY2 JAG1 JAG2 KAT2A LEF1 MAML1 MYC NCOR2 NCSTN NKD1 NOTCH1 NOTCH4 NUMB PPARD PSEN2 PTCH1 RBPJ SKP2 TCF7 TP53 WNT1 WNT5B WNT6 HALLMARK_XENOBIOTIC_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HALLMARK_XENOBIOTIC_METABOLISM ABCC2 ABCC3 ABCD2 ABHD6 ACO2 ACOX1 ACOX2 ACOX3 ACP1 ACP2 ACSM1 ADH1C ADH5 ADH7 AHCY AKR1C2 AKR1C3 ALAS1 ALDH2 ALDH3A1 ALDH9A1 ANGPTL3 AOX1 AP4B1 APOE AQP9 ARG1 ARG2 ARPP19 ASL ATOH8 ATP2A2 BCAR1 BCAT1 BLVRB BPHL CA2 CASP6 CAT CBR1 CCL25 CD36 CDA CDO1 CES1 CFB CNDP2 COMT CROT CRP CSAD CYB5A CYFIP2 CYP17A1 CYP1A1 CYP1A2 CYP26A1 CYP27A1 CYP2C18 CYP2E1 CYP2J2 CYP2S1 CYP4F2 DCXR DDAH2 DDC DDT DHPS DHRS1 DHRS7 ECH1 ELOVL5 ENPEP ENTPD5 EPHA2 EPHX1 ESR1 ETFDH ETS2 F10 F11 FABP1 FAH FAS FBLN1 FBP1 FETUB FMO1 FMO3 G6PC1 GABARAPL1 GAD1 GART GCH1 GCKR GCLC GCNT2 GNMT GSR GSS GSTA3 GSTM4 GSTO1 GSTT2 HACL1 HES6 HGFAC HMOX1 HNF4A HPRT1 HRG HSD11B1 HSD17B2 ID2 IDH1 IGF1 IGFBP1 IGFBP4 IL1R1 IRF8 ITIH1 ITIH4 JUP KARS1 KYNU LCAT LEAP2 LONP1 LPIN2 MAN1A1 MAOA MARCHF6 MBL2 MCCC2 MPP2 MT2A MTHFD1 NDRG2 NFS1 NINJ1 NMT1 NPC1 NQO1 PAPSS2 PC PDK4 PDLIM5 PEMT PGD PGRMC1 PINK1 PLG PMM1 POR PPARD PROS1 PSMB10 PTGDS PTGES PTGES3 PTGR1 PTS PYCR1 RAP1GAP RBP4 REG1A RETSAT SAR1B SERPINA6 SERPINE1 SERTAD1 SHMT2 SLC12A4 SLC1A5 SLC22A1 SLC35B1 SLC35D1 SLC46A3 SLC6A12 SLC6A6 SMOX SPINT2 SSR3 TAT TDO2 TGFB2 TKFC TMBIM6 TMEM176B TMEM97 TNFRSF1A TPST1 TTPA TYR UGDH UPB1 UPP1 VNN1 VTN XDH